From 838c2afa684aa1ee83d5dcbdb0b33970b349c7c7 Mon Sep 17 00:00:00 2001
From: Muihiro <kfomichev52@yandex.ru>
Date: Tue, 19 May 2026 20:40:51 +0300
Subject: [PATCH 1/3] for 1-st ex

---
 fomichevks/{426.md.txt => 426.md}          |   0
 fomichevks/docs/performance_comparison.png | Bin 0 -> 147536 bytes
 fomichevks/docs/results.csv                | 109 +++++++++
 fomichevks/docs/структуры_данных.py        | 257 +++++++++++++++++++++
 4 files changed, 366 insertions(+)
 rename fomichevks/{426.md.txt => 426.md} (100%)
 create mode 100644 fomichevks/docs/performance_comparison.png
 create mode 100644 fomichevks/docs/results.csv
 create mode 100644 fomichevks/docs/структуры_данных.py

diff --git a/fomichevks/426.md.txt b/fomichevks/426.md
similarity index 100%
rename from fomichevks/426.md.txt
rename to fomichevks/426.md
diff --git a/fomichevks/docs/performance_comparison.png b/fomichevks/docs/performance_comparison.png
new file mode 100644
index 0000000000000000000000000000000000000000..71e527b91517c64e4ce55547ca22eae7d9517bab
GIT binary patch
literal 147536
zcmeFZbySsYw>^xlq=9TC4J4#N=~5q5Bn6QMX{0-(EI{3qfFMXJh;&G&f}1Wux<pDO
zHz5tbb!~mldC&X2-#5lL#_ykRjI+lRxMjzE-RoLwt~uwro+&9@CnKgICL$stlezJi
zG7-^9Y9gWo1BVa7Gm{a_j_^MbM`?9O6&n*r7kztUB6)pBTT2^9%X<c=osI1s?%7!L
zbMf+U338k^b9A(I5aH&w`mf*MvavVimdiPJ8{XxJ?F|hFA|kGH=-)lANs`V)dx(f+
z{<?hIHF{?7&?^<=4Z&}i#2dHvoTOCxYf#$mGEVoHJ9k<S$*+o^eWFFqI*mVn4(Au<
zpZj%E2RD?X#&Nob=;SS_l;IVI%E%a_kVqqD{z#*_%@X@h!lBVi74`M{b=;F~noX|-
zZFJ!a{PS^BxzT{)pHIUx??n$>gKzhbNBk2u9<)~fc$}Aec<Uce!V|3e#QuB#!(T`p
zQMpU`AD$<=`D*Xm|Ma|46(#k7|L_+Nj=%fJ`X8Pr3gh|TOZa<T{`W5Yy%I!3{~JjE
zy%zs}+RoW`a18Lx!=f0y*3Oh|&XtZ}xhrn$NO*26x4n~po&D_*iLY+?eV_4gEw1Ic
z!P1`U{j6;G=#5|fHh%S?EPiob8*ELlc+ch83`;ovXgkAE&|{#Vk`#WkB?GTbLRb?c
zme&1*A0E7ujXeZEU1UNz<n$qU?Y$y+<Erh|Va6fv-EAJ5p)#8J;d1xY?9Mw{KH{qb
z{OOfD8vz0e@nxUiM2*%2$ZDwdud~oxGQUlI(M+i(Znk`NXk_BGP3F=o>(beR>~3B6
zr1VmJ4Q+MsnX8LKUHq+LCo)UtN)~zygM8*IcPqL!3(dZq<@nIVr=Q<>hh#eagF=tT
zQgi6I_Sfa;uiektGpUE}PiN4~pNNaoj#~}q)bb6a7xnd_(q!extvj3Gy}P6T@xh+@
zO7{F_!MJV8z79o6dV!w1kKfGDqKk|#4mI5?f4((6i_v?F*YW39w$av_Kzgm&M?W9#
zJH)JU*UFcip2nAqHXLs%IAD9V$7R@aTIl;xa-nYzY`0gslhd&npW4Y}=E#ZAX82;5
zi8$|_v4Vvv62DBHQs(|3Ok{1D{cL_WxlV~=$`T!6Va?PR#p2l}-SGDd3at8>3tM7D
z{iHEE7nf&x`Rm`@QP=lj!lrU=Hq^=s4&Ki4$Yk!fD%7FoHTWxF^;!2voCWPt^J<iG
zrshbq;4mqBMxOFxy{j6pJ%9DGxarVNYu3tgmtUmwT>e6qYen?HJ|0zuuiqNED@j>m
zT@8vLXsQQ_9UQy{y7j#2Gs}PVjTO|;SUkaUm9VB44&5gcx${7q<OzezfL(%KrI$4A
z)vdFiA0A?$*1bQKRK|d*6gyU_bj$|+`g$&xuO9Dyb{72b>lBq_=0f~vEz1)2vL<QS
z_lPSkVoObL4tNr-_#)?`+=C75dOzItaLReh)QP6Z6A-WA0|rYqiW2KgV!K;QY|S)k
zx^Ck<t_$B1^^JlU#Gi}&uGn5It^00X7L#m-z%7=K<U7w+u>LbG>)k-IT9&SUExn5z
zF=MSZRAjRfO)7Wzz_#1Cg$$eFijfx4`6l)<+0_R2tS4|keXGeuIhvw{Kg1jEuTv9?
zi*an1k?!}NDG<5)@j)3DYjUExVd5;6dO*xE!9KIMwm%a5e0x8bV%%>Ku7dJ~*ok-^
zgN{n}%%Zbl_rrzmFaNMztY`5XDtGsT$QCU&qes8^;QNcoJ>y0LMRp@0vRpEmWCM2}
zlU0#$mnqGh0X(6R*YIl}eA&$J(wOUXc7GN9Oikn4DKl;i*M~q+5ZU3ZSo@w}(VeOP
z^J|KX+Q-!)cW$v?J%;*ydG|UC+*Uf({NOgRi*5XPo1l`c5O9(9!O!n*tW>G~dR%65
zg~ML%C`$Rg*bEYUsEBE8%Itm&S9<?|3sJxO@IaMK<u;Yq7QU88zv{_C4Xq7RVb7i%
zB@vf7x^Qj#`ujG?ig6N7_XqeIIZlW;&!}5@dU$;otAwcW*V}r!`)+G^cU!Oh*dn}=
zlv6YB{gy^_D{RA8-9i%E%N^#s*2c72@{8q?gcWl-*SbF{*W*K~<5IJr9;@$Cizqjp
z?Z-VbzUp%HB94a}xk@c-;<mSzT1S%Oylz@wx^yo3lEs~(l`gGnSWwy)$SJnVU#<&&
zdrAOeH&7(-wqm<eada1SyQ#9K(`3p7>;|2>$u?&T_1f#QJU4%>FsKz;4^|mqIq%HR
zem3!FKBJb=2D>qAdUJ7bjzV%P_@Ytzyi-K+P$gG4r%CRQH`p$B$OhvC^mfBx;nN|O
z!95-M_d1yAAj)NmFpo<uzx(~bpA9&nAauq9K8a1zeJUv;Wbb`N$!$kvF^YKg@4^?H
zd8{~cZu~goN2i=oWJbE(BC$D>JsIon3!A*FC}6E;GR|9qlu<%VxYY}8;tEYiLBBPv
zb;;B_C5~<#7oGMD-q+NhD}MD^)Ng-3@L;NS5cW4+m!9`F)6)#wE)CQ3g&v=IKPw5w
z<q#G_No-Lro(+o;h<MYp#zS?g9I_5pBv4gN=aN6orPQuXoQY3X#fG`P`}b!od?uB6
z5AP=4TBg-v$l+Jg?o<enqkGgwJ?18rGU-;iwJ7U48Xy=F&8FLmA)z%jf8bJ0CdkxX
zi7UH6bvPr)b#|mJ;p$a~FGq{bn`o8>t;;Ixhdo!V@}{|T3J(*t326$ndqGBJ+S;D?
zZlxYtneOIZS6Yd7Xi4EMOZ)LF50br4ki-V-OvUD0rx%0d?I53JgKnt@2G2%@;68Vl
zZHlgZRSCVDlM3aGY0vka&3QcwyD!hlGjif5j3acYATiU<!HaopzkO87{O)jERJex6
zdaUlnDN*5Aw~5FRNNAi5YlO%%^MH)w>wr6{_5`w$pYl=ewgHpZR#n40zX}%?8@c`9
zcg2NWpt`*2^PDdl4a|mZhB1yNytp|)jDqzLy{NNXX20mp+GzDY3bCWGDY3Q<Y{^X1
z9p$ha^xNVu>o<h4NuOc|I2D8N`oeDc_OJetu~5a#f(ocSBPq$T#E^GAbo;f;5`3yM
z3WsQZ^_s?+OS(ghRqt*O?{-?05v{K+#qDa(8sw@k^Q%mLyaMqxT(vM#t<r_d+1ec5
zB^P)9mEIwsm2ZCXAO%D8{;=jx*J!OMGb=WJnoqOHy$W`WA@l_CTlM^Vh%Hb))CdgN
zZV?*wS9*R&!}#S`G(+n!q#xUwvu`7`?PYG&puUc%O}lRCf&Iy>J^lwm3_D6)6=YXO
z{1{Ed)F8TW38-ppc^_i*uzdwPvY`YOC^7u!6Z$WtsZ!wE6j+|JE*kO8u4jIId$ac$
zODr|BeAMkp{N6Fc@t11kP{b`7N_Y)xo_KFh>ycH=!$#oRf`w<B?$ULi<$;8IaM(ro
z*&y6l=U(&a>w$C{VR*vow-t>=68Sjw===F3g==0g9^@<>I6mY)U#^r|0L6Z+s%35d
zYDv!ndq}X-r!eR>QVyqE_ciFmNqAPVXO$iA(y}S{_X(OWna+IU52)rw=LM@%L_|?Z
zYoDC9ltc%|BlH+boM$z&tZI+WM_FVZ@!sf&t6HAwVDE-H)H?ErgzGRy&%=(@2?AV)
zTKvA_@f!-!LcC2eqJl>xOP!{vy0jgd+md7>4l-855*<YtWC3>TlSqD3<}9t5=LIby
z(@y}2P&w*J?yMQE{dgM`^4%XlpJQvV`D-@RtwtDj=Fb2=(>k@8<F4>2=jUG#o5ncZ
zX{XP=>PJpiFf4~j$;fTEKvqy`e{xs6*YZPi6{JYb*)0Ugh@{*?O}m1`RAP@r=0To{
zhT<>twvrgXW!o;p;^W8YB@~vbesKlrAL(oBl6$ZCO%=vBAd_5*_S%?|Ii`x<gNRr*
zR!wqI%#9(*aA$pz0*ZzUHP2nCMX!_#6PBX0c`C1LD%PJ1NWjOTzV<!o&vr68A)XmX
zTL*f*=7-9wkFZ1^1%MQlyVGZpCI5UAx4`oH*4t}7mmeSW@wJC+;(O+*@7Q(`wf6QX
z<L+S!u?4B)(ao;~xh)=?di-b~xzOnus8<P2(_L<QYs&dT`W#POJLCn=dk0+}l-yl!
zwMF}vyJGF^=xBew1*TxYzR|Ykl<AY5?M=Uur<h(;7DwP06&LS&Kq0;~R4I+6N`T6*
z4@)X9qS$p_%D=WDTfbVl%h)~8;zV4QP<ZP1rIT^}HPp2qS|whW#kH^e>}2<+7Zn(@
zfO1=Jhbi2ISo7ho+~Pa(IT;|zliFg}jj817gS3`Mqh7mmiHrqb4OzABB-)wx-gRGO
zxW~%dqu3pMK)$gTYNm?S;8=YqmXC_C!Zhd>X`FC-Cl*@L@3}e{N|H6|_NMAwkXT5W
z*K}5;7pp3*b&<Z%Om=n1lA@~1pp#k=WbtZLyYhZ#`LJ_tv0_=waGP|CpJ{ZwRMS1>
zJYZKFwt`=I+BzGzyEXYHfQ*RfaDs6TiVPf8b;6pySIJch@x1s=;f0U;(wqjLU;Ydq
zj=5PME$mRWJ{iXt4p@$9zzvGB1*xM!{Nl!R7K=35=JM1Dlt&-=kHXr>KKfL-vy!Dz
zU20b2f2!W0tl>i16BPyF^OFyf&5LMDcW_dpdb=BH86!HBaY3uY-jb+V>eru-Ag%VJ
zplI%#>HSa*2}L*93Ku;0`GlgJZV&=V+HjR4umi~<9Gw<Fc<A+Of3_7pn5$|tb=f0D
z7(hfd?7vsJT)I3MQ4awlwJJx|$8Po!QzU!v!^a8B+7KbeFS#h^W+E{b`FU~%e*Jxc
zgl?kF&p_dcSLTx|t_jP7F2g!`yo5RlE2!%==C)YoQMVM83CUFg^%I?4!_NIy(x-s>
zS&&5ZOxuk3)<SjX-uFHjU35dp4-6`<&JBhtI7R-_yI^o5cebG4H&jtVSPl^Ad~I#K
zRj9nc5!4iv*BmSS02`j^jE2PJcDKoxi2Z!)`^9<V(-rX*Ju-I5G0r!yv`(-djL*U9
zd3r*A*U!lBBF5;t>bK{-DA6){Azg*9Wz?H3r!RdeV0698F=y0dfP1~(aZU#i+w;GJ
z$xn>mWw8me{CMP(?5TIJeFFsgSd9lE<0;!?jFP7ZOI>=P#@*Z~BUE-J;xV`4(8+Pd
zSe90cR82_Ofntkwgj5@Ou^bTS^JLXys}MW#Rqt=TP0i@HttPwrTEL39A`4QPnAmdL
zRkmq9Czf>inV+3GhP7pk7|F2Rg=&hcI&yIm;+EN;4(c!e_;RY2->faZt<rlJCB(K=
z)ifTr#jyoQ2tL;tJuk{dT})Z5_+ZjZe2C6gs(sulEu)~poeq!B(He$~qgFf@<h^B>
zoB7@CnSQH7t9ZnWsQ64V0Klu0Eis{YQ@9Kws!ytE^Kt+{(Z}O3io}~Z!}Gqc^}N=N
zkFVi~n4Fo@kM8^46O#?iic^$B%JY~_=+_YRo8+#j=-u1j<MzR{HMZX3#gGsG1_WM6
zV91u@OuAdAs+tcZxOeu0m%6o21WIiD@YmTlZ2=fOvtSNV=nawNnpLCet_+fjR(q66
zZ)<fQ&4M}t4|%v3f{RVV_52Pjt%<25Tt%nT3;N92Fb`^1aS&G#(fl`6Iif`jK0gg}
zf?Q(H*Gk2yNol1`c=h;Su@SUxL-U0DbIEf`e(TM>j(6v~KW3EtOqD)$0#FnxzfS~*
zT;KMUxPG~DwQl*LD`_D!6#M;0i%aH8rbBo*^$cqR$)Ncrcd~<8sY)`x@oScrt8^we
z8yafU@&%@Y8oV5$qyGFM3mIpFdo8lcLxNAoxm}0dnMFD-;`B3Y#yigQSBi6`IxFwN
z8>rOhbNQ=j+ex?Y;ft8$X<>JM*AKU-no7&^MTe{5-R0HFUGZr5x#E{GUEiZe1!@9l
zF@2DhqhyaYQd@R)1Bg3;nnd&I(P=w?nom}`^(6DG`U`4;B@Q-iDMIC|jx>!uMJ_xR
z+~9=YcKex<>?=B7_Tk&+bZ45H{f;|y)GA%WPTe{qk0~T>{GuHWCBx&M*&naGfrm`T
zlDs#Quzq0_ZYI`ak&8_p_53O3FIDdxfvc9isk>3n62~<8A+^{%<=Ld4Bff}{-$c$n
z=OW=nD=e*z0b+`=5!`ON9hl*2xMz1?i8z@zY^>?3AsY61vN2&hNMovBQky4Pyr;-C
zG%fDR&{EUdh3)D0Zf34@o?LL)!=a%BWsxc0LI6KTWb<#R@1Ran=II@$IaKYB+m5H5
zEyE6eGhnHZ8`1Fr9>(twgX?KjIN7ERUpcp3KIBvEFxgd7Nlk#2BOmusGznY!>ku2_
zYpyf6F-?W5UrG<4Cw~2ScW1Ry249zoGPVe#_tbaZlcG{Jqgn430%v{=d+(ZK{Be^a
z<%i7@jHap9;S2iexC~xG+=mQH9ko|2c^vOy7F99Rnz=MpoP(Ul4q+`=6&ITZ>L8D-
zhnR-c3r|L?%+gUiv_KI0D8HO712hnaF&6tBtJhGh#)@(4Eta*n<r+68zR(lVfaRj>
z-rZq2LPXTurl#ll@`>;ibi-dxZ(=W3L#s<y0Z2G(WwbVkLSEIw3zB2H`DG(gRX(2=
zy_V4N$h>#zyO*q*N#K4^ThX1Vv&5h_vlt=EQcJBg;MgG#-yfKPMEmVmyoMn}X44sk
znRq-2XP(mgv>stz=L=<k$5l#1YZkJjaSFkxk!~pY^!Sk9ui5@?HtPGZjg`X<gYN_2
z?skuE)*+2(g;2{L4HSJ>Hf$)g0Vtiy!&}R`*m%+FX@V<r&g(JYwc-XY43z?zCNne%
zAE?`Ygs=Rxxu^Krx5xTPFYlzTIvZU6x|a0F_qblf^USxAC52qj7LXO#5SHq>Y^;VT
z)Ovos#U@|X?ycG2tK>4)I7;rD0ftZKhl%kXu23DH00ku;X3jML*>VBOR8o2zkN%Y}
zH3ZU4Nny+_KXkHwY4Ln3J7?sOw^RL_o%!7zZhvatH@b$;y4P?P+cz(t$+QqdeF=m6
z%(0vGdk)bBQ{Ku9LZ}P4pS-(<dx==D6KY!eHstFA6jtUZ3S$_);jG={RcGv1p|eU(
zF9kHdL_B|CYbDE@45Mv(S@}lxoBm<LAn`kf5tVWVhiXx^p4==1e96{Q*euY0n}p7s
zWZ@@!;0N;un9>UhPy~*AXi)XYlmsfGVSG*Bdn<eAtBPVq$1i4u=vTRAU78j?>l3fJ
zFZxpN)MyoNK%Ya0kTYt)k{w+<fQ6`rg4K1p_L>-jK|)iXh+|Eh_u7bG{cO0FwM-WP
ze|!C`@?XT8^FUz0PAsoI(OT{!wA&KN&qApjz4<jorMk#&G(?L3;4bhQ&iR{U)I9MD
zF?R@spOt>Gsjr@Y`g$x|D@UGO@g1)AR#Dt>l4muOdEdp3>NtLpmKphi8k?{;3Na$8
z>^w9}znPw&im_^<Zo1obOJi<H!O}@-vQ#IR(wF7f^~l`jtS%IrtA;Ym6DLgoOiEi7
z2-h@EdE|e9C_Xx$;}=9i{40~DS1*<h_4$O{>+h}kLOB4<3tOZ2S~X+U$A|l-^D>-g
z`_9KCq#|N8M&x!rP@Gw{me7~Wm=>oRoWb=pXP&`LrlkU9L+De((t2hWZM-+N8cO(E
zgx>1v2pUGzrg{O85V67j<SJXJGM`ounM(8@RGDV42*<BImF5=&lCzAF@$m@ter|v}
zGA>`%&OcD5YW2fwhkIf7IHBsw^#qcQQB5`!enHZ6*8@p`lVNS>AuOI5-G470lPbsA
z`*5=m+sT&9D44`#5|reqOXx&c&o7qs)i3?Lj!?!=Bj^*_mh&zUmZ7+wQtZ-SXDY7%
zrZiO!hyH)|zEzgX{197Xj-hTv!LZk+h>sK^H`gX5cQuN+s8~E;*HxLPWrQy|BZ?4J
zlQFybicRY^V2wkt&%Sf|Iux%#_*^X(fuIW|e|i$C-s|+VARI<dEQwu1jM*E&ddN@a
z?l5S#@5>}NK_xG;*Ac6L`1pnB7=b#8QMa+F<T!<@8Q>#12cX0O6?Q~e(hCSS{hn<7
zkuTR7$pFxLm+$?qd;%MYs8IdYL6_D|EGc252a~`qSBZ^ebTe6BpVr%@$%MMS05#!G
zX6ZzfMTns>utVfYCUXPDon7@bg!Q}`0ksE8P>@)be*GH=lBruzbRL*+I;S@>`R>yx
zb+!ujREXqD>MMZ^=J)Ogv<Ku+;pH_}QR!o|RZ~;t{`ibpF*dq;)bPwF>%o%Fd&Bz<
zlD;pP3lJQtWBZ65m4NQGI>u$_6p$pPN<R$a=}?x?Ut1Vqn>M)HSK>5%-%8N8Ms;7=
z+RgxM^eRX{gGR%mNz4rWLE^vEk1MGOA^Z(khYr@F<L;)8Q>SWZKlJF~Wi_qhtJ<#6
z+gJVg@;3BAS%HENY)#E}r{zvHy$lu8ZbU$%#GP=Pqv+cs8T~J7C5JT#*B*7q&7^rO
za`#+odW_fyyNlx_uN*oPuKL+RT==3+#eT3UlD``05}G-nVwBAJ%9B5AZxSR^DS+;m
zLMOLj-JGEU-G0w;VZs5m$j#EiW2sK~<qkzZGJ&4>o@&rp-G3)Nr?~;)=|g=1r@k4}
zUeA$##gouiLao~=_%Zb-WRlkD9mw!0OBIk~ip{4XRjE&pLZ{>HGa4i*Ar~WZiSi0*
zd_yxLN&|(y1AxmpYH&v4ha@yp)euxsxpObBGsx(+A~xBw3|})s;k|YhajPK;!DBW)
zC+{4F{q9l(D2%-uw;*vayOz#D?ybLmq;a^6^;KU|nQ+6L4(NMD#WrU?$nb0d<zPzM
z3{BPvRMBmrb@fp`G1(80JIu*0u;ZP)Y=zVd-Mg1!A1errJXvVFN^xFLhmWwb4RK;0
zOb9sCf~A#74?*mr<#yR>mN*aP;yI8~ZVp*QaxqvpAja3fnT+tF_mXb9&0}trp_82o
zv1%p1_v~66bOOzqGXmXjq_O7HhWdrRJPs30{ts1KW5utkgxM6`!GO49p}U%;c)46I
zC?i8_7&;|ta*4HXk9=Idq-%V*Qv9s714xRf<3u_hc-(>BUqFjQ?01@~31VbakXRo}
ztTs$mh^YddB%&;?!{+fpvI})W4TBn{F(;9366Q1+?V#{w@8sJ38j>Xh$P?>+zzt(8
z7<BIUUkx~LL(hFSU&)-H5CO-NG+=P6b4_;x&`LGz76x+h<u>R)%)MVBvdOZ1rK`S@
zjj&<E1PKAS*rZ+0U$55m!$3D`h+_eIQqm-**lvEEuf?B_%ToR~;!)#Ah(`_L?Pbc{
zYz~kXp35Q%Bq|@cTqLlmYB6F<E<JG>a$_-cRf)@VA!F;1X2x|vP(P9opu#s!z?W)u
zwNn~UnDKH!od(b%=RZNMe5V-4Fwqk8TKo3xl{<5Y(uCbsW{$f6gcJVJ>?m;QhoNEA
zJl_6==R4-e&SFI6Z4x{;?5H+M)B}xx6muBjzj<v5u2~{1)HOW|c%pi@iOSt=n|$um
zpO;i-kQnlZB$9*T*W?5I1K_QgDjJLQ7rAo)lL_fQ={q!fq|hB@7I;C%;%aautX4yS
zSe6MQ9JrwRS+qn8qc*Rzs}W_bB4j{_@1+HvDBlU~|Hm`z9nKgHqZiEm0cnuMI=gUE
z?BemM^PG$jxoJxteB#az4^Y+J-!%*re%Dt5gwT^CCzzk~+f<6v-T#rG|Lx;L!p;!+
zikoCFA06{Q#ebz3E6tYH@&R$EPtOIi{*XZ3D=@c}=P{DAWlJrHF*-0PQHiC;h`P*0
z=gvVzu*uF$ak4`h1!S|lz76#!AG9+dVn<@#=VXQsO?~<W>Y_@X9bpT!35`YeqDHzn
z*i@M@l7=r90Q`9e-g&@Jx2*;d0TE4L7KvC%-E^J*UW{o-m}H14SD2KB#lW+I4@Bxi
z;irSNx3yLQ`S<|;N9CaxB)Q|7?*!pZEU!w6=|C7P;S~^X$q*X{Z6ZHsdQZiiE$lUU
zZ3`5ciKiSh&Z~l^4-#S6z=h95{LTuN?-jhZH&#dxA@u6vJ>?#wQ2EsDEk*AQ6?Hq@
zNfm1@{{|hg0!88RFvw0z#vDI;zg`)2gl<lw9iOd@8{G!NQ9%P!Np!4w(LPp?a9bCf
zq7dZIe_^VuhkrAaQP6k6Sf^}Zd3blnh4lbnZKHfAXcC?Cv7x`y1Rx;7m0Lj=aH>$9
z#Lm@BLi@|gfb?LqUx<u_^r;w2$Kd+y;iI`pxTR!4Vv9EvHf=6It+``02-xfjuO~2b
zPF^#$jNaN-I)L-}hgN|uhO*_)-%{ru2OHmwRV|18+pX*LFLSNo8jc{D_wl?tMBNAq
z>V^{WUp?ohTvrKu9_{{vjEcg~4zPEWhSz-CsHTu4mB)b~sB5LeQLqju-p`(@)W~^$
zNZfc3GBL)wVtwLG0JJI~&H1vlHYvnL-bDY%Bt(1ftS1;Ze$CPbaeIo)Uf=ahz$t!a
zL@Rc7)nX$E>%dBf)}ib+;h%N^)0XIkR_~n;eH(}+$%8t~3V55yD;c%y&ANyd1(27P
zQMvImjie-w`fO9IxTrA-DQZOAwcX}~W;H=Jf{Sfh7qaBo<6VPDXaHUb*%`zzY=W$I
zTdNSLHlwonHT<YbIEY3&*`N?kl($Cc-e(I-LmC>q4)d}x$Kg9<;GS=r0Xi5^FXnk%
z<^~#^Ac7s+BZD`vwf8xUG*mrW<A54XNKpp`f-lpiGgXz<bhf{c0+G%6E7iVa7K<2e
zLZwv#a%tvwl~#bY*_u-HzNy=h`aP%ft6m4Z>&0;)|Gok%S`Z<$|AktErP+NksmjvI
zZUq=gk6P5(GJgf~wA!s2;Fz|8kTP=g%37n|j<VGtlHZYp^T<-txl<J2N?Hb#ylu#5
z^jB0mp}Wlfa*Z}AeG_P!s=62FuJQ&@^PZir{hZBGK5a-ken<0OlK*Ou&e^n^6nqY<
z?+xFltOEc@^C46YbpZ6V9>dUT-#tEdhx5WZ5VWF4KC}5#e@9}Jv5v>?XQE2BHRzI4
zGb|uG{Qw=D)g_0-bjw~^6$qsyg;#`~Vhj-yDYoQ27MU^@NvUbMpL#fSs`e{%8&_49
zp=vy_$Si)>w*gW4_SO&q1rvc}#Le$Ev|G2NT)%X)AJnB7d>JOoy&u5rb3SGwqHo?P
zb3Qm)MJ_rMoTH+>^*~g-E=AVX5u_kLXuOls^^iIXshKXS1gJ(XL(?LIRM|7-wG8eY
z=a-)u2=&6A@?TY?xZ@4AJS@<$*cFl;pYwT+LkPvM0sOoWF}gVkP3OI^ZZ80Rom^v@
zh5?soJcgTPNay*>TNMF5v{8zI%66)>ya2k6uu^LEIJ=rton3K2>#)ts5H7y~E5<MC
zHZlME^81d<avb}OgYaAKpAKN2yqj2Rm81awhE~4A6-4R)!Twx;i?F}!nOhqbVpkz`
zTyWE!isCiAMlI%QOIY%44ii&+-(RSRY~2Bd@(h#oRA%u+RHChxDt_Obyg)A#5U><Z
zeRE}QOI4Q-(Ni+OmHIP=30@P--{=Dn8j`863M7-mNV_aIXWuL6C-QBfVVLmP)%alI
z1Fd~#-$vBlWM~D-G=ChMj7gj7NM_0M6n?&^&wFPnE^M_Gi3$fPya0=YB3(H-ofdp4
zLLh6=I#xET&QJ=0v<QS<*}|24h1bPM`O%$^ivr64zc%c-&Mv{^7T?nO3ilr!$%+jn
zpy6CtcOmoy4;GnFVp)fE+pXij$C?~%e-njQLkVcy9DsNP6H;8kPk@>ms*2s6P5;T2
zSaEkM<3Eg`LTp5g*t`p2FTKn}GHE&pL?du1>Ayb2IQOw_t+#q}H55S#yNy7u)Jt+x
z(>PD({1uz>l{-Dq!Bs<ojqd*SP9cUMG9q`1+Ga0MPW`NdUy0B7M!{ZBE7*B*LgBp{
zZz=WZ&u877oIW4B&LmCZaO4)WJG)Fp?=Sd<AWEdG7Bx?uT`~86rpQpgvN%*gE%fs3
z^3mA``^e1}$UX6HLAA1-3a^o<czjI2$X3XxE|@7k{XVUTqnR1kcMMrO%DiqiEEO0e
zV2^2UKy^Gn-&n$M2!F|KzI;`=tG3&?aL}2g8Ha2$NUSuUhTF3>wgp)OVV4k76Xw<}
zMnW7mv$R@T<`n&qVTrjt`+W%U%9Q;G@_|^MHMSKqb#}$IB53kFA$(~9|K5sTkd(^B
zY_`_$_4rcAp?69PxPNwM>D4%#1kIL?u#P8lI(i@>X<2PU`J&%goo7^#++I$!xGV1k
zD`*QnwjU%T2}4XNHRTX6yD~?WE*RK`?3AIje&h_ahP4ZT;KuS|5UK&SS1cW3T0h3A
z>j;I!+T9_;NT@OF``V#L6LRDF0Cb2AN&!l<PET96k-$RpIIc%J1Dq^S4_rrl5+C=0
zfMhYFOHIOdM_VcnIlAmmRL7^D=>uh<``f12Y+gqdxH<sGfxby1et+3)!Bfzb_f<g5
zK9X_hYsqP?@@}b{L>h-IO#!JJ+%byqrel(}Reom`z01I@*-3okao%W41!pi$v=!P6
zn@^UdWmS}zp*jZJbEKZ1Kh$)G5Y5bFQ{3L`vg!uU&OaCT=egIOxKMX4h$-O6s4%-p
zN^grGzDgD2NO;{vayMO*#j@f0C0KWh4TCdX2!^A5BXfBaS!96S7fh0}@Y%EP;FILo
z`>7m3phL2%W;_>%Pc<_)U_Dy;T?h6w+cebJNXMi8jE}OQ*w<S@wW9!NDPNUHO@*}g
zk(^ov5(L9)tg`aEG-a|seB4X&M0v@3ch!3YN{sxKhpE04jIjfEwC!-nEwJDxxpn4<
zlYx+caYNVwAOsfrdV@7SplK2f^*lcl&B9ZPS2~dgY$m^3cLYoeGLK5s^Rl4<A3?AN
zBGbd3SAM1|Vh%2!6rf$Ioh0(K2rV`7R|69hk-Gz07r88F{_W%1HK*-CC702iM=GM*
zte)peXP7Wpn_lWe<dgekx8G#%oU)VLTDY3;lp|^YnoCG!ZIwU1C<{wHgzGLngR^Bj
zcuSQY!D9$Oo3`!6Qr8w*aDW}}!!$sn@FH4qGy@=n%o!vI3Jb^8jIteE!F!$@Zp3dL
z3wr1p*v#amadvyHPIc?}Wu0NQsqgOZd9l$o4whoqXLB0?d!UYDtnnm30h_!W!oESe
zdt^PoH%qJB`PRfXgK%NXo^12^@+)qz5k6Ezd_V9SU$z3v>jT-gvm}F@UW93V1g?6B
z=p4a-aGLh-0Du}uqgOC`no2NG_;#7G$Xo~RO6ehbN2Q{f+{Ozet6i&f$FdAT?2Vm)
zz|aj!xi8nPDkhj5H=4`#)hQr{Xa@C!H*tvBj5Y;MtKy{3t35>T6;Km)<HY0S9&s+J
zQc-|uX`V+V0QM}*d}w6`d(0yn{NqK`qbXBLQZowM8`+Q4lL-ze%}(+vVGDh`poH4)
zZm+WFn@Jbepe#Gd<ph<_6gABbB{nn9*HC#Eohy3VCoKx>qpW>eJ<t+S`~7{07l_xl
zynvj1={*lfAg16L_DT)K60I^R<LDA**ySWL?k#{sQhs^0ard**4v_k!K#e;+F0bL;
z3M}-%EiD7VpgVa~*z3sYA>uRr7(tr$Z=W7lBTveh?D3O`H1)9i1{vCH8UOp1K$`-$
zWcNBMEX-ua2pl5^$4vz_R{XZs@T#&HBZ5;h;XTmBJwie-6o`SkB|ZXUg6he4*3WiF
zNoHyc>T_;bCwyKt#JT5I7+jv*pzCnTZ@WTrX=5`-$>%0*BUF<+!Ly(DekCF@>dy6z
z+XI~qm1wXh;1iiWh15SgJ5lMn7C`foa+1AsA@j=2S!W0gKg6MNlrOih^xc_BcLgP?
zb1DZ^DTNYOPS~QtlFZJY$Tw0AU0GQ7v>P%7z;2VApPYhL_lC&L@U%5LU7(p{B8q(}
zNwknPimla(^fn0o-SL~}RcFF`p{o{=^g=Gm>-0{ye}GnWx#ooEIwEjKApVblb<qs$
zbelFm+7bY_Prjo*ph$r3X4;EQKgS}AUzkz_ihXc<UaOXgIVBhlEi({yBfz^*Acn1l
z>^YW@!6+ldvP9f;t;gJa&b6{fuT>DpJ%YId%Gb%fB0%^`>V&dEhDcvq0K6>pKMV>B
zD?B$RDAkdhR_4cv$E9%FFOh;(A}kbjF36fN0uEdXEz2Bf<r!`aeti?*@Now4XflNr
zgWx|c<}0~1LNNjzg<L_-Sct4ixgM#<&eo(Pf&VQIHh~tV(L$2fu^f^<@(&ybKUj=r
zDVE-2;nN7LCj}BfSWR<A#~<w3N8`u{WUCdmgokT>)iY=$E!wt~b-)xC5}4w2a`<h|
zRr9i7&I%htzgl|do-@7Hnc(!J7U;M9z;qjl5kkPig#;!v>xfk*xtxj?bF*KomE5`Y
z2lThO5`q#+1XVaJYCn)X)nFhPevj#`A<=<;oGu(JJ!9Jptxl-PaD@O0^<RLrD$8Yw
zIv(0TD(F|a*oa6}s&)12m+UdEvUv4?+Phi0<snry_>Ia?1rav4I4{WkBLFuQGf5zq
zpTvp-UW%vUoB$I^R)Hwo<lQB>dOt+OtV?YH*L#@Xr0K9#U)~X<?;U5tWjd|Q#;Tc{
zw8q9fxrZ#tv2kl<pRrm7*%)r?XZrp2jhqpbhtp-B(iCdx!~T*f*-8TFvRZ}UK*i3+
zG>=7Bdg4BPV8KG$IJ+P4Vt}91fkKT5*+x!)Bk~3>KChKzl`S^Nuv954t+)m3aUgx2
zK>c0V5S-RBAE}2`0M<CzD?FRTy6U1=Rui+Q2S=;XmYn+ySi<(XnK*%+0lEZuNU5A@
zO;Z4>7;sR$En(gxDo=Z#*y6d51Y|_?U?bF2fb`FA6ZxEOwV+-Et?t3QwBHsG!n^#B
z|9mCb)BeX(gg^XWoC3%vQ2s<_9*|VcUI{yxEUqH^le^HLPkjlVF2bYDv3?1Dh~gp)
zrbH#c&Y^NY{O7k$frE|kWBgReB>Z$yhZBpy!9O4IbH7J=#2NnM><;CvMuR!Jf4&S{
zOpO0K5%c%Du<9f16&1&(^6rUgtlK+#w`b?W4})OO`SW)p{Gfdawt){gDAl+qAfJIj
zKIOgPUSh?H-*@b5gypd)iuJREH*AYul0I<lo+EE`KL8@E_;0Nwz6qquvz7q$aSR8Q
z?k)mv29NkQBdk)z7?$t{DTfw}7Qwhp_~ZZhkJRA*)2vmxYR)04r4K;dCUOM9M{oeG
zB2D`{8kC}t895s?Xw&A?4;D}B{hny}DO+&3+0Ww`;S<bS*5B-Xd$9!2!aI&yTWjF$
zS^HcGfAwIo>0e$&EMIVVT=vfuU!3&F`M<Z#x>9?7@9F=#<~khIVJclfjL4sj82C1D
z3S@)v%?C25XcMFoY1(eoAcG214L(N#YDfo{ik3R$$7;y_SFlu^Kg+iPvWi9S0*6!`
z#->t*SXD%_0RJ8`c^9;7;@Q4@_BQ|DAIy3Q6}5kT$oD-xc8=hdO?+y~3|3fD5H5~D
zkeH~0U5Um@8##I+^t{{<qN_p<0K5eFR7s&Vb3|Ovam_;On56<BRmKtE@<ZO|GPobe
z#11w+)wDbMU<4wDgzbvR&Bdte9&?DNQ&PjbF+vj=!}$A7N^R$Jd=&WCZw9`_IS@}s
z5NrdqL7z*734l+Dumx$#7qW>jEMUQ{8Ue4ZwQMxkfJ7az5u1U;Hv-}kiA6^Koq$zY
z%%lV4a9;q^IbGl1d_iV4<nk35bnHMA2t3dzM6VKHEs@mJzmMse*+WZ3>)dM`ff~f*
z^f>SlT|vy>P4)~*DowM5usHdsi)@xTII5AP2wn5G9C@&hlG0pcErSM-Z5o*w5nRj$
z4c-rw0?Bbxn=<^h#aA$+)9qGiH;4KNzEu#`#KD!yf=I@`?K#ln5k1Dn_j~xT&HuN~
z`mc-APQXMU5!}#lsXOCG@ESP67t1|-udEehP5KJ>M594?Q-a8cT(#y0Zjcz)1)mu~
zVzzc5?l07Z+kSg^$QN`-mT8#MpdyH4$ojVhb-te9>V;d$Ee5s-;n`$>Q2NjcQP5gu
zUseakx*AF<28hDf_Hm%_a{AK=^C8m^^896LOQM;HueYxIytb(jo?i!H$0|Xq&{}xd
z8w7|JcgEirLmB>W^N&)Yi>S;yv<R~p4?-V|L2`GP6Q@=Ispw4hRdv`ep?jkdnCnt}
z#d8J*8O|dm_W+|7$HY1e6RC0m`Vk?hp@3Nxi}heHRPol*oj6EJeN>>=C=^wBqivwz
zDPw^N<^e|=&FTq~6kYG_l}_U4@34}?$US~X%jzV#$dC9j-jmiK*V}@z9);Y*rCO&h
z4Hl04ugY%X1aCFWfS7BHZU4{Bok;L@!t!bt(_vj|u0-|%!+j3<A=#$606`}z-Alk#
z#i`=nBv0X_(`bZj@8;*kIrrVmpF=|#`BWHr?t%@(J!|T>K^x3HY4v-#luG`6EHug=
zvW73P1iZ$B$X){}!Q5j2*~XDKx?x;Bei>L$t{*)^U<_RV?)(my3yg!&0pXS}F$W#U
zjX5nuK9RzlnLcZtdaxrhF=})l-Tb>gBlY@UA7*?8_-2_<W>qe3xD@@zWCC?lImoxs
zun3uiSfl_spp4<xxsa1^WJ_fPVOLK9Gx#_#qY7-Zp}AsU8a&whr<luQ|8f8E(03<t
z*yPqTCxFLSSX^MJFcn#ifjYg^(}T8cG~;WD0!S!A7oQ-fvvDyD$B^aziKr;5e=GYB
zm`8!*x~YLkL<cWRaC%lN%W|p~i$Tf-#L7r%q`frJOfp}#q!3e!?A(bQU?AwP7a*C1
zmP1BE*Z8F>amAnS8x@P@@-Bu`=fNyj;pM$*z-vh7VBH(TIUVLEkQ)=s_Ea!L_tFxI
z&x4v@&^5o~Se@+`%&M*345AkmFm{J@s99cn$$FrO2juC7acHlfoR84vo2*?0hcXQ8
zRoK%4XH5d0s#Xiy{AUjI0Pn}`)9z$c!L8Iyw!-0YlX!%HA+wXfxY-e)h6u&H$F=bx
zDtgNG7`S`SuRpxi&;?H55TYf>$_hLFjQ~2G2#^_WjQwlit9+c{D@%Pi!M(f*9==dZ
z-XW8gXbm*IBo%sb*kkFukBUJ7^)7lPk&+og+{ljEP;x$8{cM(1;_xmcU9P&G_QKHl
zq6-WvPNMjEp9?%2XbcN1TFGNNK>wJ>)D#2H&5XMV?#!5639n(-fJ<FByu2XwFvp#^
zD2Sj!U4RAp&NOj*--gAg-&lsMA@fKW@Pjj+#0n@&PkW2O5~m+PBD9}EvsdxLuOvM0
zuR)rs20{9{IK(LHv-wGR5cP|t@mD@VNNXqDf?p&yUmUBK*;7l5-^>7Nso8=SR_lgF
zET}M-Yr-pHfSa8t4-hIyJ#cO5RDYsODC!4vip79y7!x66z!&GP`$7OFiMjaE+224s
z&{Z8Yk$I}SwkoPsY)Q^u6m+aAnD?MZ>^TGgT*+ydOdY@?W*)@;%6AM{1))eSz#E@*
zN1bJErAlq!d=5!TJc<}Ia?CES^-8L)5hzz<TvR;IFbBADJ|C|?@DQ!~VZ?tm*l#IV
zz}{Z$y9No(e840DzI&W6Lq8C+N1dTMYR&`QS;+%LPV}4>BM_S^LW_0hLhS~jX-iN|
ztJ2M-!DiLGNnKw98AT=B6nsl#kMi&J<{H0(FyN=U9pIzQUa*2}YGc^Qz-GDW#bzdw
zoPc))G4C#hU$IJN3rJGxzjxD+?W=QCyE<|H|Hr2-```B{r0?T%p6O}J&?-b@S|Yo;
zvDjBS?<OPgcstScr-siAZ&n`UkMrF(5f&qCY^o3$sp3rd(L|w_@MEO#%lT;F@{Zkn
z31Jejrhlbu&F0rkFOC5UWmq0{&+m#ECW@2ZLln<*fos42x<P+|6;>Q|2n|yAKQ+r?
zJi3_6)#b0Aq_(<gn1;qv2$OwQ1-;DkwKaPaP;u*l!d87DE&ccg80C?FR$H5v#1jo{
zA&boj>_Ua&z<D5p<>p*~#lSdnsp&YWDzoNGAiW_vQ`kSN5jYQZt8Ju(x*fv<^R2dS
zN}&IeCj+K1!fFF7ao9}ug3uHx6^Z_5L0K7fDw&4$d1MZJ$(Bti6FEkGzQU0z0u#5F
z)cLHcqnp@h9a7ym$b^%h=X|d5fz)*b$*GH`I^Nu^(x_$Cx<3++n&YvzAf|U_=J?AW
zLN4MZfhIOlhlZADKK|qx!jDbSxr8729WD$Ddx8Tr;Wiu3&EBUrzn0^<z1EH@5~H-e
zI1%_sr(*B|tfMyWE|>GzQ@xwfV4}V061esut8zyKS?j(0Pz`KQz?m{m>AeYzxdraR
zPi<gl8Jm}YJ@8-{Hykr6?S;qYp~hG_yYlCJ2foxDFY1v~2m65Nt6Eu6Uh4BJf$KMH
z9=&Kikd-7-K>YT45c%Un6y)XiSBSf{9prmpBF6sy0CGU0K|6EI=AEaz^Ff6`aPvmn
zH?ZlWO2g=}aCy9S7a1to<TN9y-X)z@vHPMPoDYIyeLfaH&#UJziPbPv#XG!QHcS@C
zakaupuz#L+uYDu8PU(7++f2)@X<UV)0WD6`KbMTgMd4&O7r3_07d!J#JhPKLDSd5p
zJNM)%0FLoql+;NapDC!&oNF$ZS5Y>!Dqq<WK?IyQd(b<Fb@vUHiv~oVv@wH^sg<U?
zzz{k8OeYkJFdVmpnpMGZ+&dpgOG>vPjhWX`89MhsRUfOWgnlep`x|v-HO9MDp>pjg
ztl8qroxx5I;+fk|haYC#dkrfFdSHcSM-bw)*_I*x6n&>NOS#bWVtp%eZUa|^1%C}-
zMfK?dL4ZKfwK-M9?5GiBP6t*U5$PG)-pHd3g|ftwzwr6qH@9#u*&UNKB<FDkZ>NG}
zxfxVn7X>WWem;9^-I9eW`X-|+j(W*0;NKz&;*79<DfmfBhw36OFF~93L>ZYA)oYuM
zTRXb<9c<wWh?8+*yVGx8l!G`nf}9THi-1le_CH_Y1!yp~&nK1f35u>$lB7@(_^`X;
zTR{3MKeylj|05cgm8J*BhLoWRxzv(tmLlM74`@8t^o#=64T^PtK*LIQ29oHyL0MbQ
z6^_)Ly0chHCt#C^BI~GR8=-DegOgCJxC}T^A83fj@&jbKikax#XL4RPB71oe2=CM4
z1t64&&_QZ_+4%QVwr+n9pxA0;-^gvgN-oSqSp^s`+Hx8hE5=LIzfA(drvS;=gf;Ka
za8y#dJ0ND%E!+;Ct<}!@>GZhx=>bK<GhM{UQ`3MClP_cDRmtgA-(uCRT!TAtzL8f2
zvKByj{t2v|&cL0G)x0z>-w-S;|7@+*n1hV%yBtb$(TQc))}9<beSyN;Ez$OjvIzx-
z3YGlH1GUQUXJ2*9H?gheT<jFa^&=HQyHuUGV9mRnOQ&RP%iT?4^jYPHWWj6xK|%fX
z*Xd+898OFI4}B|R{(nup;QxA@-DjTm(x~G7##!Tpv(ahj7=jC2kbK>qkLYaal$hHE
ztew9~0ALU7Pe?Akzu?9E29c>_EMC{Scer%&Kgw=#L5(MD{@Or#m2d#Ov6S)kEUl3O
zR+<6*9AA6dS5=yFq)`$=<H4c3ZzZ9U)t3l6Ofcc@=mD*!WQLM7nqWh^?RW_kXsYy&
zW?Kvno|TOQP+8gls*6ZU=-O^U$xYHOqa!&p?yzkj=4_bIz0q)6ELFXqH`$k-uw-PS
zP~B>yX`Bg5d1(ep8@+>h4`GSFW*gpXaClyMz19N5zGDNMuw}(%Mb78JPrmStt>O50
zXJwr9|5KTQ;sq6Jsx<`=N5bus6W$R@fAP}A0$bKlvX*2_M0DDFN>9nZ(qghB18wSf
z$|c+t-8`uO%`zJ<D<;iR=Mj?;KV-1<JQerX=&m3ONCw>kD2arPZ&0N)6(ALItUSP%
zMynI+u!|4!P89Ql0XhR}n1nDpjFiEKMW{Y>4bKoFB(Ba!6imR?hqrDHfm)rG!Ty)3
zK46bPKBxAUWl>}tl1d2ye~8pb;w~3GH<9D9)9~C%CoE?+@YL_pH^F+f)OT%TI|78`
zNB$YmsIWC6jOtE16~y+nCsh+XywzwzJeP~=l+|Hbj-0<576DLQ5q^Q*SHH*^zDT?s
zE6>gP#%1HN9%J}po!-0QBpo8yvqWK`a&b<1Fs93D2&Kcm38S+go|Zb3h#B1a_LySv
zJ|cb9M}PfH1qoGV&sSmsMy?5HT*u=pK&8*po`VJ`e{YOWZWCW)B8N95K(gGpWrNp<
z!5IGw@j5;ueSkF|)Fcp}gHQbLN1IW4Ui(e9Mznw}LEA{W?a47zA-)TpapCFF=RW5*
zSLgL6bI{~9Tce#;fNDBl`BAfkL<|?|!)c9vPr(y?CFoZF{k}x;^*sQ<RKk%p2c4o3
z%^+$&Ru?vo9Q;6=3iR~Ex_*BK4UN|@LLe8z>_%&nI9!0`x%_JhWQ$}DZa{+n)!dj9
zyhs1?{_w@&TnECauJ#W6el-ku+25Z5EFYI!20iylM@x`xtQr>4$POY;G#OWcWM^5m
zs>@L&pl4v0RJvB?hbzBrB8N>ic;`ZMt=|R+Tv&r4Z}g}O_(zZS1q?hq-~<SB0<QrH
zv`=YxyIq(DuLk8;t+)({wBSxIjyJ^mh^T2<<wGB;y$sVL=__`43FH>k)^%vUbalAG
z^XgThsl?DK2ubz`_tiQ2jg@J&Hcv1Kv(SMArw`!n<unz@<=G&IP&xit=COY)vy3n(
zPgfzKut&s!3EdXlD@NtJz*e0^2Y7@zAvp>0S>^+ZfTESH-(Cwyb+SaNMZ+Q_ZN^ye
zG^ek&Ui<~zNNJ6yHqZ<R=4Ix;H&@N+nMC8S)?hOYTY;f#?SLROzmBZ8AxmD!=84P+
zJaAvl`=LpdZ|R4!1&{dbe>Cf1>eS0&Dhe_hE}#_oAzQHruoN$+5y^DTpZXYKVj3WF
z!wQV}QGg-H^0B`aqFm5y@Ax8gI#s|<P;o&^kho@oT4EpMIw|%pQ}lru3O>ucFV`;3
zjY3mKjw%_!8{j61j5N>ywzv+1(^+5(eC)(9N@!mM=OHM25sn0bVwPCrIS6d7KE#OP
zgd<3B%(!c#OHtNPzemvI^!DZ|1$ZE?=Wl=R{+s!@r~29Re=;9Nj)*CNlEW(o7N3{X
zXm&mEl?iA)RaZzjDbZ*>BHY4iLG$Ap07?QKY(XYa04e1>!XouMZ&6E+4mFYCZ39M4
z1kUr~_5hSxzmaP2sSVbFZF2kbEP&tj`V2G!d_9OE!C|rmltXfvJsmJXz$FKWVAN0z
z9Apb%j`W42V!BG=)RmUOi+IEO)_@mBJ5AiEPy{+92X>pW#|%=2%B}$$-t4AJxN}65
zvHuA96C{R15Z!3rm<({X>G%erAc^v8AfX4HVS$9YgY>|04OT%Nrw2n$=>kAKwahp$
zN4Ww-`9QS=BHp2DfP<RJo;6qEPB6>eu+A5^fyCx21a}Dq@N{05dYK~#O8G-JNCk$I
zQjB9(f3LFC2>4K?KCD9L@nodhk3}z52s|RW&c*>ccYs!`8JkBTgAD34Zi&CIM2fc_
z=m>bw3`2TgM6Ubn4h2ykh;z|0D6gmHyJ6`Pd&bec9*oNOu^OTgJy&RJs?kvlDAX1p
zotT#CA?5@zi-96P-=i~#q6?7W(+~WsJ}{gtiCCnjlG#+?{f;5O37r0M=m|QWXwnT?
zLq@<#e+1x?#~OgSkSp&lO~IZ=v~CsrMI@#Cfz$lI<%PB$*fw?F;JBm1pw8)1OL}>r
z>AhE?F4o6AYWtxIG43oUOQLzBte)ybDTCTR{c7Ly-ovPAOHIp+!h7Y6TH&^LHo7YX
zep3J5i)K+q*k&x^WME&qB75f8FL2QK!s?#)fNRx<Arusf^`?u+ld9~0Q7`{wN4h)*
z_5G?NEKk63#s%w3I|5jn`~-`FoEH^IOwHbCn98Wryv_9*Xj>nobr(z9RR9jR3z6Si
z8x7J2r@zdt&I1^29uA0nec-JXh$FkCIfiI#ZZ(M_JeAlp2oyIh;$AiL%wCAKB02}Q
zn&R__8YiipG5FHIRSYvrAnv!k2@^8il{+WrDtC97Y_nw0Ap_j>GsTm!^_UX|)QVH6
z3bXHewFpl#)k>8h!3Xv_-})wG-)N8Z-`xL$37LW(k3WI&+y>Zfd24xjj?*Q8?#>tb
zwm}Ov*46fXvJYWd`+dY$E8w>gJp-ll-AC3$jh~6vpNl`q<^8plafJ;{=~N?%6*+O1
z3{gTvMQzM^?8S9oB<}WJ(<zBo_Q**aMU4=g9zlt69TL4+vhK~St%1MG7i4VCXk<d0
z>;y{oGLC@{-72ECzv?ir)hbxE{whEi0b0hFmO0sD*s#5S2aBe_2E(4HVAw)J%k#sM
z7E;~NIxT>T%{xWcSL!mKxT#kHXBPP)RvVpq6u@IZlX`VV5B&BG<2?s#5fvq}?KInW
z$r28p8bMT{R~Jl1Fa<+v2akBS7o5lcEEQ3mkH?D}zXhU;0tc==G?_+fKY&cnHHaqV
zE@aRjffytPf|?B3e%2ris-cshK@&SXK)o%%4)Q@$#Kn55Igja*rqOHyI=Uxgl~%w~
zT^&eDT4OoFClg&H%au+I;rxBiluoRlRsH)WBz|OV<0uEsS|6xN5?}*Tv<p!?1C;Nj
zGN?u)Fgij84Rpg=4;--qEU(a+-fJ@q)Ddi+K)#S8=~f6vFsi;|xpikJbF{|LsR76i
z_s0J>(fQzeFlUIupEZ{fSd?!6`=h_6-da7_wjWK;fFQ($HqOgwNE|fC!-)(}<M|oL
zYd}~{7_KK#1i$${|L_{}p9<h&|Gn){9m+HByl}*l|A5QyiwzU(J==?@Q}npOqQ^x0
z=MJk=QggyA0qGGmkbAk{q@*naIFBzE97r+&7YMQpWNBLikA=?78rq}dBVg6{1U0}@
zhi|N_gK`r}IR6Wfb%f;$0ym33;OQ84?8=`T38$XDPNBXa<!})ylPy%fcj=-qa#pQr
zk)b+o1wK;m%vFK+)-dCx4{4d;!9XV(wBvH1WFUXH%+mtE<t&Y1HJkH@N(bIl9+~+O
zvxbsA%^k3WA^Tk$oltCJEz)EVZHK@-kKOmrJcwtdHy+Iq12U=&LeGGLkf$Ep58(`F
z(2!dX<`ju-eD)`Kxdn5FGq}N%+~`R{a(K^;t^oD!Jy##RDT2YYD)6I)C|j-q8DRaD
z7ae+m&WLLXLL+nNe2d^*YpC-SjGoK4jMb{43i==#G=C7)L<aHugwstL5d=YO@8Ty1
zA2iGXlx(s6I?BsPw94pjS+zs7P7$>6p>zI#sEE-_bk}B$l;LZu0vX-fwNI{@-*-lr
zDACCqZaVgMFqz`>TiF33=L9+s>Ct@Jl}?JyL*#U?#8`Si8;(L5O3{vmBRpA`dA0gI
zI$+Z0>Ij6X!rl@Xk~A%Ag@d*t_fPoIJFCC-y`97U11!lumwUAJ8sB+{VMeJNP1Bvk
zCn@bKrVMy6t$P&3S8gN2G~W=5uM--47edptdr3Hy=JAAmr9_vDn=!)X;w+7@k@ZyG
zEL!P*!d^*Y4BK0e8OQe4VfaJ2cN8krV+hM#C*2r5Cmm{w3IiOpc6PoWPGWkAzshYE
zh%#Vq8Q{7n(o`BuVI_~rMOc#>d%&0$yejbh(8$R>I(Z<KCGB?%U^{q)_we&i*W@2w
zqm*Q-1Y18UUNq<+tb_F3AZ>;}kso7rzJ`3u1lj>A_UlXWScB7BkpC~CT;~?sD5D}C
zTi*&3d{ux6=(=De9G$3VO!nhK;CAKqtj!2IbHNp2n#L&_#XS*ape3(pufePlcKrpX
z!0c$`)}K8W#j<YTyol?o$1I)Gv+S$oUq@XVv`k&8-?S1xErWznJkIW%l46d^n8bdc
ziM2h`gyz8tB>x1u&qUt<*&acYW4Uy2YEK52^ZuqznDCEiKVt#lhXSX}8<aZwOot2^
zhx!U_;v7}6gCC(<#I`@10oRrMqj)s)db#Fg>DSKXPhz{EHoVG)*_rcMDjOE3L@RN&
zViFPfNmWq?FTfpylQj^YIBpyE_}zW6&{FCWE0F3&z<>Mx*M~Jt=jkp^)JIHNt6zEw
zf{smS<});}b9|1FW0XXUu$MwPyA%pu!FqH^#@5IDy~9GdyW}d=Mb{1H#<23cuFNh3
zFGKtpRvyg>1Ho*RWQ_;m9K+`V46N@!8ZXww<o4W4BWP2$VA(g_UI#F)JnI>q3E4q^
z;oGN|t5`<LAkarGLHQOA7=dz4f;QjyBJ*p@<H%vAB-hAUsLhwmS<rJfz3BUMnO85o
zyxb8A12vUl4o0CGR#3aL_zF&7%!nU#15<l748&-+S%s%j3*d;#%%w1*Bj|X7dJCHB
z6k@zMq5_#8-j;qU0cPH8=o6Ucd%*)C@UsVoie1Z$KY(l37XU@(SdghbM(;H`PvCsK
z7WA{|xSwD;3M^-VdV{AP0177c4AupPVZtbYE1KK|G@%^^@(etJC3_8=b0Ki399Xn0
zH){EdLw}d7i+YQ=nK5jBDEEXyMb9#P2n)fULGyg?TVpP-1!3?#G>n6v!4Fi2^7n?1
z3{q&WNFxUVIxX&P&^fQCTAi@<83cx0N7Gk>2HWiIK<Z9>;)XnLEoXE($sc?{=M_F@
z^VQFBxFc`iR}BYz@E7Bbo^!t9Z@`jCoi_jhc!0JQ;-DI)j#P^W01BW6<dIe70Al<`
zU<uQ;hmhn814#2@;t`qPSg5xX0T9AeM@Vfeylv><J|rS{#2W?-{z}yZMbKRA7n)=Y
zfw*af!E%C_+%SHrOZ^-Y%MnX?N{^rwBTHnx@F*x^a$U8<ID>CASJesYcJnb|CpQ0c
zCvp>ZV${FyM6x8~$5xTd=vYk!4dhj<K8xj0&cjRbqPa5|wZ^JIZ%gAzhrha-N_@!|
z*+`bByR+=q6Z{w&QnWNkU(Z3{!TkOwhna8TG8^h0lb~4~pqcsw_JBlMH6Q3H{9ryR
z<?iUSGxg{Ys$x1xOO_9ag?>_jP-$S6+#Vg(oc>|h^Wp8Dd<SXBocvYMxnX8z^0Tm0
zavq~u(N~K}&wGwtRFR5c=mLkJvCI$65no#CqjQ8dChTahfysXi7@I|0(|-z>5C|Ac
za3sAP47)&jiZ9V@^x-?IcASDWj>rAiOxQST1@87EJgrjY2Q6YsSM31mWdVP~@YJR{
z&?)>wg>YgZTVp7TBDuVDr_wozT13EJE}$)Si2>8X%SJQ~(cT%@v;zhI9o=ZoV@=X;
z_Q!&<QgwC_i;fHeZLiMg6c|=&2bwNAz;;dC>gR>CRnciU(G0Y$vp@*gk1s;$J&v%@
z!BZ@R`|QJ_)g)J-&fja`WrX!Pqh(2B^xF;9{Mv(;f8C&Y3{o*Sm9Iz6y<kGdC6jsh
zh0hrrr^y}*45D41DIyYz(des6xTxa~r7*kOo_bUwlusFF)MC_TY6Q^Ptc)u8hFXr$
za2b``%tWhqLZga_dJbY~GDjsW&Vk-JFw&zgBYdk|{<VONDR(ZGzWoB>P+0KkwoKy@
z!SI&BkXI;$?I~B`Xk-avYldb%F*@B%H)z=GZ9qui19^NjVYW^RViszp1+!LDkYx^!
z5mx^3->EZ{+k{y!J<@|$auHV*%q>9nCv~#%Xx6lsde6ews6Qmvrp=lCaW7lr$xpI|
zuR+FburGC<B`%mnr@4+_9fPwLFT%lw7pAuj{qg~_r`fx~>?om>b!}#$({~zo!KYdU
z*_@iD0ourF6-Duv`;B>Lrl56gFXwgcHvjTQx&cv?2j-QK;>m)GV*hLh&Rg&ItImz8
zVpPZw(=ZML3W@tEi`BtJq7n{xy}B(J#%lV^&gkR>nJ%8F{04j<_wD~f-J8c#y?1@%
zs*_VuoeCQzjfxD3%223|CTT**lreK<%B+dXScx)Ina7QGktl33WXrhC*``csb7baO
z>#K8J*L~ghbH9GiKfmX>_aBZU_VE3FKI^mAd%fT9C0c6Rg+kHB1B_<^2u2;3jU>*H
z-J6;W>@%sMWn5$1wHD9J#n87!F9p&CxVi3dg3LGy$S+=on8X8`ag5)`)Z{h1e?riE
z;rDy!9l+#Y2`|8VROC4^?Jf&WoYlkpHlMb3LT@`=8=H<r(MRs?Yd<)jk_5!1j1sHT
z;o`O7Q2)&sIf3E@y+qeQzThyL1)PLkOO9<l1p4*P=Z5|(L1?TPu~{DCo%65<Kxv&o
ztw_=S{^jKfDFCpJx%q88n0AGBL3H2n9@eYOw?66WfXEdA+QWm4C-aZz^W`92dYTpp
zo58IQ^_Ta&Bq3uxzOtWp%+Y#PsfMBbi4?jAdy&Cco`B9t<2%sw-?jCIn=7nd!O{*$
zxT@iBA-2J)6BLaIBI3;(L0-khc5Jb_P%wNVc4?Ph<=On_@<iN&WrKM~&!4ah>;e0V
z7cO0!1h8P^7Jloqz_l7-#H)cp?90pQ*=HE{%OU^wcs&kfkXDVRVAA9dOOP>Z%AfQZ
ztbKQpx;AJJ<w(&3+O_(%BNi$Nje^!M85$?o_A|&E1A=mWW94j<R=gD|UK?z|dty3V
zVmNC+19SE6!^mDTa)M@WnRarOy#LPp2}DlH?Zq>i0J1ROqy$~%BA%<^>ktenx5u-b
z4zlZ`atyho@9_hJ91+l&?1WRBZG0VV^;F(j&aOnqh&131{{T-G_4!#?S7)k@^cw~+
ze%3a|(h?t;hpLF$`UM2EjW9%5WzeL7P@G^|hm;{~nm?Usba1^iBysqM&^_+6#?2lv
zRqL=4>FMbD2^Cmqqsu!+M_6dpI`P)`(3m;uhAb}Wi1bx43@71YCo$6g&wHM^QD=Y|
zCRS#JG&wl)u1P^<T7-ll418XI`5eg6qcjS(aPu-8{q<@R=<0E{e{P*mwG>+D<+35V
zBt3HRj^USt)n|D;u07CEvY38<C^C7J=N!b@K&@#FhQsK((kJt+m7)9h<n$0NRcJj+
zU>Ev7c2`FuRc04fu}I!K(_|q2>Z(tFS5i9U(yuR5xW!~nbzokbWb6YX4MV>cf6|H7
zd@_<fg>Q3>d|nG0Q8d*1n;1}Tg=-tBuE{j^VQ%{XqO82j6pcp1cYp9sA8mtYjoI(n
zl@o4U!37RmUDqL<QaADW-04UFn9+bEj8a_zU^uaPyPmMy;vR)&_~khMOKpHA2@ZO(
z^VDpa0SQ5JA=VkM{h*lL(N9qe1E9<k%*x2k)8Krms{3lwh{}zRHx!q=vV$7`lyyJ9
z#=8|c`aLfCE-||Cj%QRiv0-{wPICt&^9RHpPvc<CxDu=4wcjP|S(69D4X!38A)S!7
zFKB-LQ#Q>p3IyhHd3}41=1z9bLrTjHQnHMv(txY!l-Zs~ubk8KDZ|q3P)R@e?%}a8
z(=n)Rx>xR|+Jwruz4!7bwafe_$LLnq(K8F^nrCFzl^DdU1w7`?MdXNQBB)<FS?1^D
zgg3L;s^mqmxNk}ZzzO%^T&Il6^)KgQj781osYR&7)Y}c!$7_s2wBmzH==UQEJWBA~
z5S*!q8z49S@$qI{ALUWs1L*o+ng=<^_p%$DeJbN~sx3EEYNZ*#LQB1*E!o1{^yb2a
z>g|!cezw}uE=S!z1Gn0H+cr<Bk@~m+7qLKXcll2OUiO3+li$9`g{=2yoBYH6vbEn@
z{KAiOrrgf|r2MnSxatKt&e4w6RlTaAw%(=YRJssFZ`@~3le<_z+m$h%bBBH}(V89`
zg<aDv{_+nH`RNTy`;T;TxAy(F%di&U@yJGvC0o=(GO6@4S!tyEb!yXn^{6-bIDuK`
zJt*Z8_G$S}9k2Jgdm+wJT;;|OJCtG&el@e{)ykFT<y?lxGoYxyk8Cb<=Bm%6{v{kI
zXHc7&)WiU-co9h2c|p%FU?4D8DM7mjtM?EX44$D>^X8H*<1ERo{(ZdzXxe}vB$`oT
zizJN7BpB8T`dE$TJP|7=RrEVrrxB!T1(o;@raS<g#TP;)q6rDxUo8OU_{a#Dt|Gik
z!KUx&9ebdynxrm2&XzhbBQXH+|Ko%>a9^*(pI!30ez46><@D_@-=K@3tSJYFhi$w2
z5ceBkpze%dVrQg$TfsP|Pgn$?df+ePIQgbvPDHR!Bar(o*Xd2i6yKz2+!Jvq+4Gcc
zj7r6d{(SI@K6$4Wgubt;X3zpRuq*$?bz{ZOw{)I;T;7P()Rd76kpS%vn86PEXLZHL
zeMz300kGG7ZBLWf)QwiT$=VNa@a~Jo1fgdXgupu0!=+tQ=p``an0EQlUal%I2%|Cq
zXIIiBb-diqIq19GZqU}(IM97aQQS4ff>|Y%?kyU`Y3uz_eTapdEx6R+1yEO<d*%$k
zv>aP|SaPauw_d;E1qSIbS}Xb5dXFS(uR7a1s<?<XhFVj&<?mV#v9Z)<QGxOH;_D0@
zHb@~PF<K!aC7Z<OmVTHv@<A^XB&iS#Fpy2vM>iQ*26M~P(nYjV&T*+|Q5?bDl*6(m
z#3rh_ZkLuTv`CUteWXw3z3m70yA@FSUmLwz@0H;(RiRf1^}ou9unAzGomfwge*rkN
z`aCvHSZQ27Hx3>2G)xijEa%!&Y$+Z&$guqh>a%+&L+UX=is!*Ri0-G-bfUVXb^p}p
z7~y%<H$t4hl2)UNQwFeTMyW?1VU~tW`AN`=81Hu2lw=MYFKxU?!E}v`-M2r0EBk14
ziM8<YH_$5BKOj}Zrq3nA{Q$K?m>85F4Mw&oVG)ErBf_QU1>8+__J5eIjhcVDUZc(g
zeY(-_bp4;jSNfm}eMU~0rfMqYo&iqC^KTlgN<O3y+@Byn=ttzF){!yKwskYV8to-E
zLcRf!4V>VPAEEHGv6uW1A_4a|g^Qzm&-Y~W&hk}E`(~`xV3UO3J1*{+`o~>=dcSzb
z*<1Y!4Mw3B6ltnqI$8D=8Z--5peOT@H~c;$C65vyixXzi0@is4gfXyOo-h(!zIX6N
zT$gk$Sv_i77&*BEc%eb|XUS6Ep?rU0w<mSC#>N8Qbsde!B!BPU_x62g`#DdU6L8_i
z|0?saDH!p%xmLenB5_bAo%3kle%p?cO8%p7<;Tb9f70BJn%3@|7|t8DSs|bQG&gO$
zaH}x+<|iNNpoQ@Hw@&V0dbBE3q$ExYQ|t>_R4>y=?kuX~<Ilhaj}XS}4hiK+vzCWN
zua<L-t=m}Z2l#;*@1^}(mE8a;p8g(ojq(=FK><F`|CseW$$&LXP)qpfnVfUSlC1Q|
z>x}arNz7|@f@+WrvjpT$>dst-CaAYeqpRQM!?{PYs0MsA<za3m^#n`tK*x{$08|kZ
z56WR}jde|lc36tfIr_I)l$S~X6Omf&>3w*qsnjtKvCGR@B-c#6a1|%vs)`{HGRWFi
zpUpoh9Viyex%_y=nb{0i!jK9N(JM1>d=(Xf2y$%AZuA2y?~$Kp2AsMY(Omq(E(8<v
z6-ery*ZtDD%bkV$-FxFFiEQUvDOHD7@5vY7<bU4#;ymC$H?ja+Q)TNn&@T%0{$Vn>
zNv%=(J@9n|`Krv>`fCDu&Ww0EM$uE#l3;&lXMQkMoJaxFs4Y`70FQ>+bYK*(vi0`-
ziD@2KQ!@MYb%rF>)mqQhH)a}~Rl8f{eM`8p@er$Lh*6kIedGT5!{2xL&p<Mrm`BjK
z&~bE_uC$g14oJBw%f1wEx1JZGrMlDZUHRrN@>FR#;D>fXwRSGJi(;t3^X}B8A+fNe
z(ssxv)Ke>Tr?uJU+{+KdYZpsjQe)14`pdmMyTiM2UrTs9kOcGm`;uB79&xrR)u5D`
zT&xY>cQ~L)ckHcPt@x$J8}&ckKmEMsq--k#m2RNePSxRi+|RN&kA8M&E#A8~Eq(VU
z8K9XOMTL~8KJbWwgz|uL|C}oGxgBv@@&)esu6}{T8Jr1I^3G8_x`5mms7^+=y{oRe
za8yQ(9T3_aDC)pIT(fiH=!O5x1+ouU5pI3{a_Z{2L`quAxoe)H1<(OMaJech;)Yw)
zwG;PpL~Ir&-;am)^OQDv%!)`~d&v;*uS~4$&8}Tp#$UBA#|<b2<3W)kCBl#e7hJ1j
zjp}bQfB_J^M)J(Dac?%3m*7i78D08(asrY!9kBx`p&}+1$0g=NAv<Kwu;rYl84PTj
z_rLhMUsI8yQN<Xsyc&MvxFg_!NIiI#;xiUNN*~U5`M$vK<2><Qr;D1VtZXUz95;pm
zKkaipD!4Zls1+PTKe0ZyC11gTIrxc)|Hgx&n67p$<Pgzvw;rx*Wg=P%{baUk6YY;%
z7dw+G_Q4BH+(RP|?GNv$Tw0R!c}%`r2e!MjT)OZ!K@=1bTEm51!075IJU7)EHEaA%
z>JY!DV}!wVdu+>59bckcf@q3D8DRNTntI2F{O+<R?ELo)(y=4Ev~H8Z8CZYlyZSng
z;xR-3BlE5%d6}Tnkq*rI!9(%dy77OBUv&w%H2nP1mmm>XvhKU1PNms;&pd1^Lad_P
z9(a+u-$20JLrZRdBUftT7SI*i`?No&%Ap`h-iL2MXqE4Acq3LlGz;Eq_2j<*q(^C0
zP^Y%=G;hEJ9(cO8<!brqMQCH4nFkO~@8RIkp9i4=l;Ni#w0?x<F;yw}eNW3=*R*y3
zS-bwP$<S3#8zkc$52+ufQM+>DX0Gxc(<Z%JQ^F$aO-<;U(ubqLDx+ijDyH1-I)}<c
z{nDDcK8}Kv3(WcCNs0L?U9B&X({@uSG6ccuD0>~-x}-1_lYd)`_50#AAuP+L_Env<
z9^bz(G=0<DLi*ZSQ$5<$pS`Lkwn;tjTQ<?wh2CFM{b--D54v7PWKwfKJrz0d6itSA
zY9WIgJKVuWK5AmViJ>A~TFw-1w!l82!#;^V5L4wWC>q~UF;Wi8GO5%o&H3k$rihmB
z>JFPSE+3S`S3MUAu3)x?!{;1uN`v!dw%{B*$3|U~^2I*ZzpNq~naHrk2KV_@t5o>z
z3v|VWS)bNyHw-vzF7n%NpHB_tzJZtzZk<53da_n`a1a`WspE3nkNcj~#Kim9vHMRr
z4Vayn>YwT>f&)0l#%<^?G$O0!P_^qwMhRJX(Ict!=}9oLEfS0mf3iNh#M<Dq;<T-v
zihgM*V$XsV$R{xMMtSZJh*IjJr3&xzmuH35Fk4&q*D+loQ>n8+vLq0)xSC#Aif@E3
z7bqHXzd$PvZ`TX?&;8)bZarcC#gd5wfbrvu`+jP&Qi{;16Kr;jPUHn?mxg&_tkAPQ
zuy@3W{{#3m4Q4J##zGQ}6re2@t8Z693+d@vKXliqeuT-zj^`=ZgA;g@v<7gDYE`1v
zs6e3qY=A6M+Wq~<iAECis?_rjFpDO0-81yOkNa;5$!vxCL&mBPqV*|3OTMU5NObSV
zL3u%Da0|tE<>c&v4+tRHE4!t@*KomQeQ|{Ok8VIF^$a$Gjs}Ww1uWuOw~k`6E%6w>
zuqo$j9Qv1!i>jcfX$OG-umWV)dj_6I3wravZHMv<Ez5!i(H0jCDXzn3RUO={7D%vd
zQH+je@_qpuf!06=Sgo-5;RY}dypjQKnK4_D6*C0yEvQ0V*a^~qm8uQQ234eZ)!%vQ
z{WT@-`Y@QBB{sV6f+jjz>Oc#7PRwD6<r-uVq4_QWSf%-Nb^~TKko_JRG_ke4APOvm
zN{kO}HuETBXkdn|Dam{2_C)x9FR6mFxuVz6`a2GLc-3V__|->H&^f?!!?{D^J#(2r
zXz>I{XK(s2av{o|2`q-n!<mXr1~UJ)OhR#)oP|a5R4jN=H+o)ZzA^6p6Rx7$8dtKD
zAXR;XFs>-;Uh+m=c0<PfG)|pq2VmE9FPr7whk`nEm{0jhhXQ*C|Bq7Z^ZS>tMamz+
zGkX~z$BQb$AFxs5e)ANkTd-qy?=2+167wm7_AI^z=bMw&)AxePru@1snzZ1;r^80t
z^KO)CtLyq5lpB>luthQ$3|-D2u%8>u3V=s=&dCbO$Gr2RLXlBP4Dki@!9de{Y5y)z
zZ0+6p{;rN3!{r+U>(y9QWzK?@pD@5CNEl4+yTeJ4Rl`&6M1Bq7V1jm8$OH&9j5&`e
zb+=<KT)@Cb`AJCHTG?uQVcc!gf-ZBm#5ycFCG&J3w23v@1EC*Z`_vvh1Yn~E8up?e
zAgIqzm(v=dHSO&AeOLJPqmBUSKe2V<nBXihT6YZ#($P?C^7M!^>5gy$JZY5JOyi8$
zTN|(_uZFGz^JXTsqm0WK)_TnrEi40AqBXjG3Wy#jal=@N*8BOh(0Sj$ETRG{@`X(f
z;>L6qqc=3UnH_wQj3{8sq-rlf&A9VT0=BupUsw721h8Os=^v|Ch)=@e)_4j?S1VAs
z_j-m3(*e?BWLYjf;Qv{As~hAp%9>E!&IsI$d=SASmiz5R1|)LoX)|z73L!X#-rGVh
zYQ;eYP}uUIA4mC&9rX128Kgc<J>VTG>5kcu!I-<-egR1i&@@VEZ`)<~ESuXMy<^I-
zVT|1X!5n)WfQE`1m#z6x1`6|V?|SNQOX#67|N7voHgG1v$Q@XcH-l)`*t@ZY>-O)n
z*>JbrwKzkXHH-7MsZO?K)4qNo?qfOLjZ&MF(KOb^XNeBGVHb4Ua*$>NeB2%BBE**H
zIY!y7Rrx1=0lEtF7kgy404B^E@QeB=wPdjwR(=YGQr;>&x$yM{Hq8r{N1HH@HKJ!I
zDyexqHp@!|M8q1LfbQ>%u%W^m*x$Q!Xf?+&?3l+G+|AUg^T2hmHa$ZgyPQk!w*uZH
zyYgrB8X>&CkBxJ8<6b=#|2FCNadsDj_|(a(Zs?JQ?8=y&W{6jT)>p-MB&7oZKp<k+
zAmPdU<&rfa2x!)%ig-DSSAXKDHXbO{H1~EobnvD)yPwW7!ynpu;^+PK@+N^wcsccM
z4}eg?_tKe;{tJ=CX#pWiWzq%lIw<r9ij;FDKY=f7$`p-5nZUh;2k#w-4H`lC#dMU)
zSZp&ZV<o!9osO1KaVZ=38J+x6vMkmFCf2QjBX9-oG-7y0+J)B-bt+NPa2-~+KwAaj
z9@?eu+?RmF1u(A`o_Zwb{y-LLj~BnK#o;Ee6~3cGi*h|2iR(8zbwAEvc<(WJe=eK`
zg?!k(LpT#=Rc43BY!|;igcP<OQP$(gKDQCZ2m@y=cWB#<QoiNGx41iYK|8`?{huIb
zvqrkuYdI4*2iTBZ>InW77OV4>6v=?$Y}-s@Y79cbMMu9bFtd94TQv5bYs|>!4WuT(
zJLd2dqXeDLFm<dg5M$<}D>GC;BJ{=X;O@=Pl!m5)MkcjnC;sQxwF`44_dgapAUtKz
z^#uR34KC>Uq|22Rbq@ERK#lR{9^f_cHqxx@K+R5Xh>c4`=Anw*EmyR<06&WJeZ!x@
z&<aij0pm9Q`5*TMWIawF8=52qd|q@|4P0X^e&t(DtkO4d46>;VzW97Y--ZqnXZ)<x
zyi~zO43q+GuhGH=?A05okete)5mpSu2kPd{PRP?E2I**=i##NaG$9;8=yXj46dh$Q
z$&a?`J9iGFCU|NFU`>rjM_a}1`hjXPI)QWBKsHf7&0T6c^`NhIQdT*S+T{eJmtufu
zbE@=%qjqtZH0%BI-m~tjLGBg9#_94~b%xix>d?BUZoMp$%A<;*GH}_p`Uvu8Dwf(x
zKNh+8o%mhJsck*bgY#Q7F;I?xi}<MY>Ds9m01kg530`%7!^(0x()F>8fSz!&>z9Sh
z@(<`@lbHv6%E`5obt>%aj8tuHNUMXE=%|daJQro<W*+bNi4X_jSABPbwsd4g^30Xl
zwYSpzh&BF+D{RfbF?VhyK`-e3p*R4X`DlxDbPzyQIA6Q{g7=`c_Up7`p5H8gdm4Za
zcYvM5*yMnC0D)eiUmgu${BhzJBa5Z`^dfnw`Y*`67(_Bsr3*)gx3#2#H(p)rz<`_u
zto!g*UMMBPJos$DVNJY2mM!W;HiJ(Jjh4wD?~{Pz!(k<?P`jZh2VkF6n;f9mb^?P|
z^uK$3N%R9rc!#QgS8(7Dsz7-u8t1`Fax}sem5^C!P`MJAH%`-wUG^2C)3E~gId7?>
zyZymSX)BVJ%Q}Fn2Log%&^WgVgI_c_LLqvMEY%uDK952c^D&lanW=3?i_lec;)N^O
z_fi2p(QnUl0?Uc&dzPRX*7TrY#sZ3-R~Jf`DN`X8j%r<%2&~+ok5a@ZS4ey;a@6G4
zWw<ra4bM){dTzzVq2Gf-(I8O&(NPD;EhotLu@?moN&WwP;bOs<0)F2VdO>JaL<dXk
zBJ8swpTl77;@f92z4I$`W>Hu~Y+<IzGhi1R8xe2&*VCV0`k#I)_Sc}F#n=DWum3-|
zy!`LHIR0nMJ-)S2+U|Dilv?E6GIvdlSKh1cY`Y`!BKp>Q($HaELqCxVFQa&shK|c`
zEwLW@QrzBkHJyC?p^h(o&x3?3OE@1_6^<6PcX>31G=;Q<v^DK}H{qsZTP7WD+v|3f
zR>_$9?6etDrvE{+p)=NeKFo3}7^L0ONMY0;qLXo=U6~Ec1~`VZ)UY=J4X&e3PENLK
zVJZziO#j{^EL#8!A%4Ug1`BuVJx?~0*Zs}TyNLl$IQkCw_n&jD!11@pU-moEsmefL
zq+e>0&3UVL=VF=(>P14=1XoWmXn%j!l57QXR|ixr8;~%LeuH(q)rt~VtJu*GnGVNU
zVCmZ%U7?mK#LKfNj6MFvhGm&Ttr9${>trOSB#tT_d~w1yAbOlzTqN5LRijb^2``T-
zDk}OF3<5zw1L~e*ppq>D$HgL4g@CQpGs<V2LffEW=tr180#PM)<q1?}LgwPLMbA=V
z>cy|HbBpz{2-mYkA~uWp?&O?R(N=GvPA`OBa4=UjQMEzJMvMW33Sup&eNN#S_#7;@
zGNI00yQ^)f3Jx`$9Z)Y=1w{XI5|zI;zNzIu;>zDwITSn*6v8;(P4EGW#B30dIey4U
zIZ=N?jNb)KQv947NCk?{$_{g2I}e@WJ<+Uuq3zCcwn8w|`$G<1Rv_$`IHP*<AJHYh
zdy#x1xeMsa2l@boJGb;T+|WzugK*qCLI^Ly+`CcSq1~wujnnTzTBVvEcG$%Mhm972
zAq}r_D{+xn6l(t_C;#(yv;uj*Ib43O|C~N3N9rrcEqX%(Zy@pDunR|WRx2nd%?1(B
zxDGxbTvq?hoo$tooB;o*8hBa4**V)D?Qb;zj32PiL#NasXf~lsdV=mvfGzGJpbTh8
z@Wi?qEXlAZat2Zm6vD=&qzDsa7vL_g!O~$~n;+@fn6wo^c@eVd4V(}$P=o6uAKYKZ
z5)H(9FK|*sA#FKjiXC9Cxtz;BQ)7MiQ8R$((WzaPI8p>LGqgoHH)x`%7ZenP9_qNm
z%BEgl`FN*$lLpAHih%vZU0zXfOo>#=rx%4?Wa;=W3knE@@8Re}B&L^nm`xenCsKb@
ziImaoP?G>!HyqBZ4<pD<$wf8aaa>b6HU-u1D#$*SW$H?3lau+{KnyGdKcG;T2i=16
z>>WT2LyjBL&AV*{9mMcz2g(y`!S4hVC6>uXKK6kklr@>us83v4Yn!&={gf1g%7mN>
z<VWRvy38k%$2L97!^CPyRj+t=hrRj%0uD&H8tCEP6b@#>t7Uqj8{C)u$eL075Z%{T
z0;%R^vjeueQRQ(|oa&PT8kYq7Fh~8L=wV9GcA&Tp)c#N<;BX8Rsv^vSkqm=0Dw(JS
zq((w6d}e;*GCxbSfxeE`wfd&8-p4}K2P}eQN>N)2jGz50!!mgQW|D&83K)1a2AOEL
z<877o`G8W%Ga=En{Bn8DQ_yH-hY})TOasEyYEYJ+EqtL0)s*G>B;&xr93dg0LMT-?
zp<G0O<R~EmeOrAfz1T=Pb{Ez=a0z*BVIC%GjjfIcAWuCPx!wBNwY`6oZl<L+7eC5@
zge3-iE%dR`jwC8NAlRedzwzK4&L2nLLUmS%>?G|K>7T)UWi$3We}r|+3XJ?AXS@0J
z9DCNok<vObE>}Q%%4W8QVZAyF{`aZ6`3Morjj4Uo7<92F+2)5Zrre;|7wBWa$_}y*
zo8-v`fuCnqmCPRC#O;ub^>Y2*J(J}dVcIo|a>E^UW#dl#)QK{bW)Kq-pp%$aa^ZBJ
z##TeW0z(FARnjK#b1$1;UH@oe0SbaAwBbqj2P1d23*H$1*d(vj<$>}076Yre?M)0C
zqGQv(Y7`AA0_-80q_L*}<MHkGkq-orY*6CTltCwe=88mJ5>jrSvc!~%c1GDfpa+!h
zUsL}Fv(RlwLA_;6@)_(q>Hb2}vP?Q>GKGyow$K{tCW+BYs$Zmi9RdI0lXnskG`p&x
zUQZTtP$XP!Q35)WqYaWPePE}4;;B|-zOWmrbOdyuQKm6iv}(UZbn-P)hU4QI=$@AG
zR;w+)!+bFhU|1m_t(U5qT~6zd(UBP~y)4%hIv}0FTGlI<{l4Z5MI@N+w0E<t?iGl-
zrA0vIx#X5#>QvtYG4RZt_aLIlthy!Yz4d0^Cw{$J?z1&ExO(*=@UWv%XVtB=fviCw
zTAr49T5{#({)c@xW_9eK9KQ#$g{&&t2Ov@I+S&$iNrda!S{s<px4mp?)3JQ*B|7yZ
z!`vn%G%|FyQW`p_xEB@XJ^?-xt3Y|q-?U8)uY1EU0gQ+b*3GL3&frBwxb~LNq=3J$
zx{rs(I@y8ZKX%olP0UlntDARu>3kMp6%#-6slf@u?OD-_rEIxC<P`h%R($q>&QCm3
zQcC?uu7>B=%L>Qwg0KQ1vOrNaPj8w%Oc+(uv-6J_H2Auqv;fY#2D+TXA>Si9g400D
zeR9@>x*`LdSp%|d#T_bq<R@?-F-}&unn5oDJnK&9s`hljXI>3k^xXO<u>;U-s`+>w
z44d=;;7h*oeUp9N1wUT@VxI<d&=`$O+4BlVnEKg+%)oJUnuv>=7}61f4r_dG-!MOM
zA@tl(w=?iD>ZC}pLBDisV-jLvx88RofUYL$rJAZp8IyMS>Khfr-2Wiz88V6etlB*m
z=3d<m|C-Zdw+A6wi`hd4SKB9>I6Q)x73;`s=DqG{(5y7gCWKeNy5<v?hk%x4j*-u5
zD8XHfeB>Wvv?P)sQ%z#AQ?y5^UXR5nhesiXlC*xu1+UOj6O;2h3?)ZbH(ov)n2MG9
zVw3Ec6q!wJs5J|)N%i!1fC~@iCEyy{)i(VCfh&MjQyYeX6(4Rt2f>32aqm}MY6Hs$
z>Eo6_Y)iiJ(HY3ENE%nl&25AB(`&h_L)kx}ffb+XL*jsmx;)Thz4-n+p5`*PRJKmF
zG5-jL!F3K<RqEbdIG%$IXHq4JNiFn<d7P3VQ>Rp&U_F3>A^efu;WO{A@Z5b0Aainw
zcoa}cWTFn{pG6VNXrC1DCC1ZVTk{u17(C$HaP@O&{nxJIG#9lcR(VqVrTp&>V8ter
zoev5*q9<?1mXiCa09fT-V2T}m{6nxgdSk}F=eARQs6T>CX#(W`Gj&xZBWFEr5ODZ(
z=N8AaDG<ld0-5F_$E1UnQ(22tik3vXx*qmfo9`+_C-7Fdji-KSggKt2vbBgiwga}3
z<z)i{x=y$IV6$u7g0pYKyFI$_3Qn}!3>-NZNV_M*oW=VeNb_}Uk7wmUMN5sKSfmms
zCudnM+IVCAsSiCp%bFXF;~}F63AZV*adx;A%=U-{S|>2)B8Qc@nQk^vQs2jL>!kc*
zQqG(23Yd<3yb~43m;yY9Z@$lCe%El;euq8&Q8COz!=OcP9-*TUNqQl9>A>WekIt5^
zJ{e+tT}Q;66M`t&+mf7J##LL!r4+W9YhK=rr!Y2IG!*kSn!A1ayM1DnvDmNv3F6Oe
z9%NoL+d!@zXl+mZLpIsi`^X9NlO(Z>`kni~J=AFidTjEY()F^bRJN+bC2bh_Kn@)F
zdYNkdSP9!Z<~p$-RF+-plQ#iff0a7Z0mG?xL|0@(CbA>u3VS(YyF-W%;hGNz(tT_X
zq)(}OZoA<tei8$)x#fnUAT0J*c4Jr{7$+C0v+M0!_R&?hu};*9nKL++wYv^A<Xlfm
zqEpQ0J(E^_Lw_P*6|JrNR?e*#2n>*kQ}LhZ5#*#U)jW-bc=<WO+2Ly*70#`6eIc(`
zYFkfm6lEb0wBjeoM2ML{89-v*)%9R3*#<JBU42K>qNTO|*c=e3#I9?Q!FxAHXzk&@
z&Zll|gVAX%*P+MyYI%MWT8NY>0_xQ+>-64$MX!FPIIBNXJHFqKUtX?XNONbT5_2wU
z&ny~akB+rlzZ-sXqW;<M2GOLVp317{)Td1$scE#Q4>#=Mn%#7x9Vae*gY!SNg=!s5
zRx+Q>Yefn^^dEHR+#m8S=^9}R)tyZVh|*UBSonF@)yfg~iFYY2rL+h--$B+)X4VZT
zx#|l7yPnx0Kp?<Jh}pA`|GgH(LG5(_8z}~6ivkLTiXG5BxrE)P?NjhWu{dB>99RrA
zf7x1a+`1&{P<e{;-H@97pB4$oIZJI(rSw?{p->J>kLKk~^oJtq3eQ9yaf8KNLjeHR
z1Jqu}8+)}Bp7Ep=`@1F@^u3_BrT@V+Fs9rR-T#MoMDs=2O(ml4<XRoU2Yf=wxqQc&
zeVp%X_WwC#dK30o!-{Vg=NP1dlQOI(4wov%#~$)=bU;UXpa*EoJ4h22gS_0bfsoC)
znUVYq<0}p3Eg4b<C*G(sr3YjV4zBuk5$5)7kzSiz{AgExzGT3p=bbwL5S*>68?h63
zXtg`)Qr9mV$dySuplY7brhy|!uELw;fT<1(XJ*>$VQBRJnr{gexQf6^TMaFN!k6eI
zaVN#iw=zg}25*#bi$!<hp&5LJLf@N7rJSHVKTFYQUMzyD_aTi=B*c}h-|b@+;3^Ji
zU^da-Zx+CsXuE{uARs?qpuWnl^qKq2S!3+b=tIgh)KKwVqnOC|lM%iExnl3@YeNTK
z17}iQj214P6@AMDn@os&MYK>wb#V+uZ3C5UBK9lcetli-VY(H2B=0r{Ep$SM-#P0>
zRxvc6<PdAWx?x#^D)vObbrg6+(AITa!>+H^GoJPXswQtr>(WB0nINQ&dmn}UyBG4m
z+xtYNCw7jakk8JnQl0&S%Cgit8YON;zd2h~*hTjKM$qyM828zZX=GeEGAbK=diKm=
zU~-SO%R6W)4<B!(_W_@Wg(aIa6Am$v1ENg^MP*zqYnlvhKs~^^SPx_`o^S_5r{Et+
zEo-LWA4yt7Ye=Cb76hm!I2_mt6JW)|?!C-?QR#vxy~pCkjE}`*EUbg0hmIq0YjhII
zVcg9o<lN*<(1uL@0uE@;`w=vKpP-0WDy_Ddhd?9{b47{k9cLV?hWOqV$kur6D!G?(
ztiOy&s#yi-3(IqLdTGNzKD275ks*V>2Yh#RF;JWhn(4Ii4j`pk3t2SB3{MVAPQfcm
zmfN0x=jdLtH>Vu<CVD?+41thj)~RZ2Y-}nF^0Jd!)}}0aXOJZ}9u-0Rj7EX0@PHV%
znH>_9{L}_av!sPtK)k)6#X(6hL=^QF<s`AHO15hW!xd}UswE6q{n+1ocBh^tH-Ph?
z=(z7n9)2Xo72ryqT3lY>gbd3oYvX0|-LT58o?5q5dL&3hvwOIIB3o2Z`X?xbFL%*B
z9nL9@gJ7up{k5(7N_mrf?^xp;)V=l3D>>lMcTBFPZ101wC1CIEUk%ql_K)4Iad$s3
zL(nk{!%oy~gCGz$+(WLzNZ*5qeK?abJL)s$7Xvuy3r(L^!#2HXb9)+wASBMe151+n
z6`L(K^l{0Wlw7xiQD&<FMKv02f7m7}!7rYX#yILY_Gvan>2UgJQ1knJ`3tDz=2fbn
zd6x(*WjQ~c9>z1tOE3eW8a#b=Y@s>G#XHRU#yFWzo-&K1T^Jyt*C3c$!-DgLuGlB8
z!4nj^1L#P0X$gz`O0IIcA?4DuJTyw3hU7|z&?71l68Pxhf$G*}ET%#sx2eDj_jVWp
z)S}_-3ayh07ljdUxhwWp&nR>i>sQ=fh5lAMJ{qgtEXJAgPHhZDMl-e{Qb3=*{BR@s
z+as?P3fXQPQX8|=`!)^k{pI(r=vWFOhJ%xDnfrJDwe%YMm!zt$$+4>0DapS!J@8t?
z7wT|i8Z-wqi-J0TEBgpB@&+UJ-4|uo^seu-!%@fxjD=i_!G7f(3hm}*IHM)GYGTP-
zk)d#CA2nJcQXR8WoBSbA6zGH7=Bfy=H>e&nX8nU`<t2<1EXeU(HGB?k?1A^}#3lV>
z7Lbp4?<+_N`d!;)MS3<_uw#rL{lp<VMjgum$H-HYJO!IFAd}oV=<Oso0;ysQ_u?L}
zh5(3rd<~`><m`K`Cn%E}i2csCoj~P4>MeG_*Od&ryT`{bcBc_YcOa$R2m%&v;;=E>
zZ2^)=$)L(=VO_~on&OmY+?kN|LVNaDxaG$^a=MTPu!*AVPhc9=2D^+8sQnN}rp#QQ
z<B}YqjAUh?cRi_c9CwSH{!LJMXQYJq(`1>ohVg0ZwjYQ15R!gG?jo&8ic<MChr3Uq
zS1zQ~@&P?Z%wZ|=jYefA4C9Nqd9i6eJ}>+nbiwa`TI|6wC$4h-(840-2S1~7)8ic?
zlLH{_6y?woFL?X7ANKSaEnOg>@b)MHN0odWr!)@oRjbWaeoA}sVw>~?;9C*M&Om1O
z?tU+4;GVor9OJ<?+Pn%b&?hdRa|o7zRQ6xfe-~nf3d>=d2GYj)KMAk|3gz9D!Zhcl
zPcxv66(>Riun%R|DWLdRE%y@y{ud0}P~RJR+2mV2XgOZ+$>!@OLig|T5Al5y54%#6
zT`s!i8XL=<>!oXX!!|vzQY<MPj7CoF)?}wTw_Pl))#y_o7w`QB`RN+uGodKaeE1co
znD+?C?DvZrm7cW^v&=lDVHO+o<g6Zf<K-cZXU(gbz&ltA(aYgWNm~P9b%72hIMo*E
z1MmI6aDQ~^C5d<oI&4$syjyPIt$*WC6uM1O=1B#Uib!mJ(&14doONb&-lxxQV9FKU
zltJp2nb2jX#K>_RB9{s*M7|v@-!tgudr=0)Nx<=&`iR)%fIGtRdlE0B@~_i3w~Vy$
zc)o@!^6RuP!J!Bc=rZro+ZUogYd}qX3_LArbGOeyRxNV+<OFC~;zbCnS(L0Rr-H=5
zkL#>4t2^Mt!js$~Ge-Ug!=P!lf6~dD=Mq<zVOJFRgJh45LB=WE%-q;zZ;@uZ1?UAn
zPyF2=;mLROFa3TM1vWTVD{0wVB12ql@GQ*|lZosqE%C~?(BLfuz^Y~U5>u<O1m$B(
zpCShauEhZ-$W)=r3L@awy0q6o*}A`MjZ}2WG>{E;>9;~;;3x2oHMTey3eBI`oDbW~
zu^aTgL!%V01e(<7I0!)Yo1Y}wz&IKiP|}yCL%DAO&Z*BCfucumq|a()pN1&YZ9|9r
z__{uhzF@(~0wnPgoNGATgBk?KA=%ZU1D_GGFZ$OpX?K0Y)YlEGRwJ{Yb(rvR_{6pG
zG(|(3!1*A|R)W|W5}`mKbP?bU6;N(CtZtMc*q0LFDh`@w8K6Bb;x`I{=dW;>N*H|j
zL#!~)LB|IYx`Rnx-leBrgEGLg7hMiti9nM#$FvmbWVOL6%lutqzi(Jp>$)_Q9-9ig
z?CG;-FbU)ZGy{aQB|%W?JT6sHUjF3!g~W&)-U0B<NL9bCvD05L>zJW<)$Pg~#+xOc
zIev5oG?g|rK@QVqA3#RX4sP!y?dTG7j{}_t{D#rzF@2gwuIRwh=H~S$(=wb%X--Do
zANAc<gZDOiPdHs$fP|oKCWm36-eSv#W>Vds9+%O!dnH|%E&Ow+VG^YAFTeJo+l^mN
z?}m&6&+0m4zkuuK#kwv`Y0WB-<N?E#SM$!fTA%9Eh^zE};Q2r=J8?J%XQA%+hQCz=
zUBcu>$QgRZSM~3s^-b=KI@(Lvc1uEXfI&ow@_g=j4p<M$PCO=nG*C+~A_<F!oiHR=
zKMi}g=?M=Homd3Zz;*z3QFB^m?`D`1;Z6FXav0$J@l_HRk=U|d^us*%5k7Bq*r&w#
zZWC7pV81oN2>ago$&Yq9pqLo9S(u+2TNTUjoLwtFn-SgT4B2~4aM;W3hE|v(WnbB*
z`@_n#G~Tk$cq=UXtZe^F%)W@JF|%*dkF2694G;V|^ntS|SBT7ZWk@Et9~L%Y1~G2K
z?mxQvn*j?No^Y8JTUDSFIwHf__6VxJ_Yazi+zkC}(?o;k5zWhi0(bk=3RPhM#ydff
zoUFSUTu$1T=up;pcE`iP(Fu$9<V^T1m|X|D9*N!`MZ*AG-2mCaIi!qGTT3lhG#OL~
zXw5#fB-=kC`acRSTlG>vEy(;tvgOa(+U+9}=E~ePN^LlTg|dP;7RrJJKokq~*HbgN
znS+HqfYl2yU_DL*hh*!+_FwUt0M)hJAqt@Xn2!zGrWKTs*&gS(^)k&jh`ILeVU<Yi
zG#WafF~pJ*gHpflLT5En9(Y*9f1|CtTYfax#W=sDNd|dbHZdSKHT$T`t~bVcthp{q
z88bA%zWBV&KwNQF>+Eo~S`W15PigtboXW?<uiN(S^h3TsRAimwykb4E<$PBzAhZV1
z{ZOt}WWXt|UD8L3(n}wkLPsx%*+K)3%}+3=6S?A3aBZ-b@AcCvLSAWVVdOIodDP}6
z#yKOXYG8-cLl>PLqOBf@HAK0R9Rar@04oT*7TXAW!5D1TJcY)QC&aKVR&C&S&4b)w
zXTA}1Yr^&4oQv~nPEA&C0@KWmnB5KZIFixVO01l0n9u;SuYn%mQN=``Rm3u`c@%Qy
z;EDVunVcRQD89XTBurGrN^hkhP9BSfjzs|NX}os@x2&Cg#$@W2eqh^Gy38PHAwB9`
z?=&LdBYik1JjCux^7>`DP+8tHC?EO|)a<mc@c@|3Rm@BxTDa`^iQd7ebGxc75%b8V
zH94j=?%HIw3c!1<=1~}CR`FtU$5d<HKD~wM@LHzQIwsr3#I0=rlIcBNWPJj<mjdnu
zQ1lr4SVjEnH5(5ku9*}Pz$r*$`~|a0-b0vmgKU}zXfo?7*tmpGiiU!ZeEf30KA^L#
z00c{~ITyN6UI2)RO2)$|Tmh@8SAl0&!Ie|H8}JT@OP=t48qG)oIHWP}=X-ErD1>Z9
z`+X~<1sSl1y60L^n!Y~2-WU^g=wF=Cnt0bSCz{P6zSmnmpl+-OT8h`Q`+WFBvpiKp
z&}=C?O(jD1X4TY~boZlUHNlYeGSFH^CaMe6H`x9-sdW>E5_%c90978+G@!;ChGFN)
zN}9E5Y7!l#HbddY>Yrid)2C@(nmb9oGyR}#H!OjLfgaEzdI4E>U$!KZZ40Qg?Z)A>
zPv1lVbB-5sC!nudyA*lFJBRmI^+4;5qh^0Ka42f$hcm!?^&X*|>ME{!j^<>|BaMJ_
zpDDe7+uU?3tXe==v7bOr#WsW1hF`@eA5j4u2nQgH-hc&rD&ci=%j+VXNw$pTpXp5D
z*D5sh>;BPMM3Db)P82xC*u&U~`a$$;wrf=ye%iQ+;W>yxO=oF`5^uh&(UljIbbW9h
z*dQS7nJGhkdVJy;500GIA>EO<8}T*|(gd%g#R`1@VSJvNfT&g0sv`Eh<dz9$O(IkX
zVH<H)&_EB8S<tKfOQe`r7WTbTNzR75N&z_n|NATJ%S|@WVu4Zf%5%GT_gObFBX6BD
z0xQpuV(p>MH{s;j&UBACi-<OM@RsBc)-(yp{$mnDl=<PGaHv?^8|CN){!HS!)7Kyr
zjLWq{z>REB+&9l|m~r7GDG$qpDRvjAGmep|6V8W9Ro)fzfp6aUch~1iv+SBME;0$m
zgbI(jJsNi7?|5@GdO8dTJbk|A9!L?Lmwk~h-!Zv7j9V_=-D!)vcpQb+aE3XCW?pMy
zsHxlg61+n!Mqr2&K~!t7MMC~{i&#AtYXDyl2rIBf&ir$Wa1_x*j<Ga9f_h3O9HN{V
zUlX1$1cXOwBZex_5|^CLd(I>4OZCwsf((=400Lb@oFHmyExyB-lzgz+^d*kDHNySM
z591hKUkBNoz!98#QuA{PO7cR4Sd0qjRwMiilP3`1@-u{e(|qduGv_6fAQL=!=PkWc
zMD9coczy_^s|}SOgwYQJ<KhY_d+17>MK8ENP`j*v?A!^h%Ckpb)jbk(;P&NPiGC;9
zZkTXZ1D(A3;wy)4AJPc=CLec6o0RbHvm4UJLC`zovvB_O^irF==Pp=Bz|E3&vPv%Y
zDJH9!h~8LmOat(Ix}G#y>dUhMbVFRCe{)=auV?oC#F@1?hM^NWW2a=R&?D%#7Ee2s
ziXls`q5!D??)l<dqH^j<+`pk~hh_ljZW%!T2dz-^e`;4wo$Vg478C;n=1?b8HrWns
zlL9}LywY~A;zrTeEjs2`tGH+7LEC-mV09Ah)ozD0i<5o%$hVsEJvFT1^m%{dJpfsE
zM*R-`Yo*KIF4$KUlS^pclhObb1>DDUw$Dzyc&g<3PPr4aXU?pSGn}YJvftp~Q$cr=
ztD@?|Z=k{9i8SBgk*=v3XbD{s!}b9|Eg5-RclJ4|OGbAFA!fePgE1rRAW%6@^`!{S
zw`R_T8?bCDYNVTq&*%HLDO(H{YCS*#Cje-&mcXg3k4i;McXY&i(&eE0m#yv}x732I
z<T`AvAeOvC-*%IV$w5M?un6|`Zqb?zffV7f$o!uaXkZf(j9ZqtJbSn3%>v$M|M*|Z
zHB*qkEVa7Co`MWaZPn!5Nq(`fIQO&cCE7{C&en$+Nhd`uA+>vEMtYuHY>0p_(Ha&}
z%zNMhRlp9Cb#loju}>vwn#^^w(Nv#C=2EM?M;paPV;z!`l-bMBr6rr~xj5Y?VA7d-
zg8d~!aiDUI3VB%<=J0tYp4xAHNl&}988-|`sgqegq;H15XGr~|`w7;<WQuSHX8z8H
zq(NvT7an)>hi70bL)Fdt>(pxL{CV*_pCd<yg1L(xs`?0Lp0xRXm6as~HNQVlpWFY9
z>+aj#UYE#*YV3+=*}LPd|5kl-77b%agY|(JxW`mZ+)nV%LkAf%`_$i*Ip$4HsI`fA
zQ73@>Co&5e_O<orOKm0d4>IyDc5EaUT^jl+_)3YSS24N!PuI1tSZBu9z0)qC^-hMI
zw-<GXGNuy>Hn&l<Tswxd-4yn^^K4}mPSkfIQ@cvVZW~D$miT7CvDh&9mianqx)RAI
zffKe#I2ExIdgEvF_pYPb9$+2Ae(EGu%>A)z(^iLjej_u>*|=VLI=!}cw@PM^Y#1-0
z`R-!*G0Gx@K|077`93-38&!K@cB+_`Jo!NH(1RF@*%beR+OCm&%P2AiF@>&2aJGc`
zVEAf=-rhDXOTNW&R6!K$P+P><wKh&M&UO2w-bJ3zt+*F}aK`c7C|-vXUQdbkUeakz
zS-;Get|KgG(*%W}jYFk{HF-vpz0%;k8t0#?4@q;3mvRj1N9<Is{AdszD5NVK5Mash
zWYE8u0y{u(QW{UwA8<hK;7est`?wFe15_&gCcqGUur4RjrN!qhc~vwuHES-I;}DkI
zCyLB%ZmvcfieA$>ufx=k^1(?!mrU13Zw7l1vzQaJwkD+ob+)@$e_!1{8+`2~pX>xR
zEhwk>$Kl8T^dz*gR(p7R4$h`$<Kw;&EM0kqCr`{#ZRNdA<j6>J4WKnxji3nY#zdWo
z7u<}}6IKkTkY>Sjj-Y4H?xW7bX#p&XDb8-}qPEMgGwpr&G`j|m&rw+<-5+-+y!00;
zXBzz2<e^t`mMnh#EGKQG()N(b?43Ui7u*Tn00kJgQUuaO935l;13v#EumbE(zCKFz
zLefCXK1k%tNMQlQb@$qBQQgjxs=(e4<~<vrk)03VhU`6fBMnVD!Va=NIzNz}zinBr
z5V|JXd_2Iq-QG{4N>=x)Uqs%(KqTpnUkh~#kIYl|Q?+p}Z1)tL-EGdx?bHl@e?^}&
z2ddfU93*2z{w4-Mxz75e>_5>Dw?-sMu=tN*aG+ZWIhl3MN|8p|KChi{&bqJv#<}hL
zLC})yu=9yg7Zqpm)me#lF)x0%BWqn9GUcI-)3@%648*)Gb%{<8`atzRdJFMyCyA2v
zFk+vf`WyNMCIEhW2Iwt!9Nnqk1DUV=_0O~WcaiwLIjhy0Ao2uOy(BAjfw9<=C@q}`
zDZ>-_bZIfK&CINVIxuLKm!2@x0FW&{yd@RRl}@y?m3ubm9C4E5(MT0dB)b^1e?d>Z
zS1o4brMY!tyv4L``ntXIc{Xlxv8<n&H*d^tJHj5@MGC+@aSQNkEUC<h<QKl_2e2S&
zu?d;5O>g!g_z@u@Xa(Q&0~{Dd+#UmqH+v~6cLX@z?V<W?RAYF~(BH@B8<fV?`5(M6
z6nRn0l;!oqwgvdPqpmVcOX!y(i8+>R*}|&BG_ch<qN~IyCQ#z@7G0Q-z$7|Ey}q-`
z0{8&vm^Ci*9ctA_cA-9eEQZf=9K#{v88+-H)&_p_6Y_D?TA^d^%nUa>wR(rcK3`JE
zGw6t9fZ^eRZ&|PEsMpN_-><I#)`$su3^ZTufy6r8?wgPN3^KLA3`?wOmjl^60RqZB
z=<)0t3By}qh&VS4>EbK|n$~kWL5nh++x-KY6g&HLhK#srIMGUu$0hOR0}CI<)d}?T
z#3Zm=LNGFb8LkH?V<8&P&dSD!SCvg_a?--IqjbjYtB?FnOuw44oy{x+*Dl?`pEyAW
zwQQrB(!kEzQHj0kzz@5;oSp_xO86FxF-GWs)g4e(Ro$WI{vb-3Ss})pu(bMU={7mB
zpXGeb@xM&JuT$va6;I7MQ9U5>d$jQrv6?5~rUTY%?gY?F5ygh0MGaUJb$2wfD4Yru
zs{w-|i$@|yp=y4$Gf<2RvbNbpoLvV`$A;qfz#tjlqW5Zlpco|y=<mi$j2@6A3{Q|J
zO|2M;U6Z>h+@l=LN7A+;AFKPwJj1gdhqyaQdeLLeVF1+0&9S?^>QTsUyY}w3hf8j#
zxC^|NBv;@p)Q;Ao=m&f{hVhGiIpZfHTxTitQ3Ce2)cFt87AR67C<LF&NAJDCZU4Xq
zZ#5*R0I%Y|dekk>68KO5^uHf?*?<%c7M9c_z<n(O@=wUD6NpTNns59Ltwy(2NN4g)
zOP4P`Vd(u|1W=Ywi|o(cQ2v45;x}Nluf#g&OMnYzr3BUnsOK+u0{-|HJ=Jsf9#f0|
z^yc6P(Te{*R_oVqoz}Pypbv{tDD-b_*T!_CXj8wl(DU=JDT^$o7c;4afBVszCU^UI
z1`<qI1v5c}>Hn+8_`kcx|N5n;d;e`z)~}!c-=#Lkb_1U_tt7X+yxfF`4P>afmJ7jE
zKd)KCySsHUX!vqzp(k6Iu`r-SykpeNeR|4xw=NSRLyr3{h@6FbUAu8{G}DbI=f#T`
znk7KBjkTVio!Z}!vjnFtm=ct!^Ds0q*#96)?#h4p*{1J0(Bm`Zoj>REgjC?$3h+j@
zJ=&UP`N66=-2^PTn&7U2*KNeeg6yBJ;$xuzIX#N192tOPvjSiJ)+I%Rp{Skh0Q237
zi}|oS^(Zt!%w5f-wI<fX?1wi*=W0m?RN<cwz|DqO{KV<=cHIpR8;`^P%u+|b8Ta~x
zbo3x)({wfRyQ=ptzA>3qzBNKd?t(d)nfp+0f!c@92SA9q`}HlfYL5ZX)oKpxA(}0T
z8SkdTA$n*08~<dyUUzT_3}J9*+#F-v{EKmO{Nf_TKl?bM?+Nk~qHvWYQ`acZx>oN-
zrYf?z!8Wlr|HC0L6+m)kHQ*E71wfZr3v<UT8p!Z;O6#uu43qb8N577mIWdW7pM@%2
zaF__Sa)r0f;ui}+zU*~C-Qd>0Y0;yxJ<r7)K#%t{sJ{s$5^4wML^LwCp!U9u)a4<;
zW?DS*gX(b=KYBL!4#Ow&UA(6OOJ8R5;>N?lM>daRPR}m26_yFT><BY+610RXJKkK=
zTRu%(f4AZ7y*`PGj~UON7XV<|4L|G_YiEHuI=J<#c@bWXc5HnIcd7bq_OX}s586&a
zD3I1U4LkF;!QRFKj|Ke1y*O8jMd9VcMmfg*KlCoLvfT1|*wM6c@0D94#9m7c#Z!^D
z3IiyM-?`ftE(eW{j&}Q$15xDK_ZaxwviY#f3iztouftfn_QP*SUuV8^X3DzEE8`IF
z?B)M@{r%P`|8=O^2x%|ict+w9*7yTR`#fNT`uGq79I?;C+%UetjSE~reM4;JTN3dc
zg3O9?)XbpviV%OJ#V|0nLtQ{jR&7ua)rhz53+yW+>~BSj5Cb{p7canHFukbWTTk1c
z#KYKr`R#T6gp`ys^RV&m?eN{RXU~RmxOyyBx_NRnkb880fe(fdjnN_!J9`F~I`qMC
z^}xVgGYN+0eGNOfCHROwu!wZSn*W>J9vw?`6BqyeKYsn66{axg{QKk9`nV6f|NV#f
z|Nn1B+W)hUK!`{dKisW2KoO%bgSrp&C@-h6UIGTd?z(=_>Vxdq(5BoF(SExZWrjEj
zRUd}%mE|Ja5wTGe0%SvwZz^H^*Q=#a@sES5df+gc7y>Ksw6~*4EiB*bm`wq(Oago=
zlFLfeE?ihA3djZ0TD@QzrEyyv(BwOTjk+2NFuUDiVze1LdQunNUz<Kb$LXIi4(<HN
z9IobnJWOSbl_v=d0e+-xjuzi&s1DV!Ru#;Og?C?wm^kZdUJjtQ=LqoNG^KSoSrgHy
zUSUyQ9QPUyR?s*HGr?Z=AJ2^6Gy~yd@#St^N`!zt1n42AMCY_n_e_k0g~<h;0DHWe
zYs1;S@NfLOfHxfHYeAt30-I3eJf`FWB7ru-`bf%vi+g(J9YA!4oBE*2v#KNihmUmL
znUGB^z7gIcaAW00WH;NM7&6i2D{&NFJlW?_iIqQ$tVa)sU4t-hh!cI;2#bc@3YUd{
z=d(LM3618YXNKZmK$R`F$@yChTAi2WA{Go|0R+NfT&X_b(`C7EMtXJ3eZScW>}R3H
zA{S>rbia2Kb|5-oEG#0*l}*P3HuHgMlpCZsBrb5K%qSO1z6YpR#_<gWaoN{93->~p
z`vGaP!0O*${`*S#Sc;9UeG5qEfVyif4u-*!0cpfax_9YDWV&<*R=SeMW}&hx1R2ax
z)cYXQ18-M#%v~+j#p`r=eLn_GcvKIdN|J#8v~B{(M$8DX(t!$`u=#@i??$v9#`(-f
zZh1URK)BX`G(mWp9tr$<G}=}Zdj_>Knt&sX#H@w7aS2+Ob(<6+`iWWmAn-Lie*nVh
z1?IY>zw-8^WE`c#yYiNV2#XKX%WDt)P>=${w<p^on^53x_Sa2lNqIqAW`EOL1OJ;q
zOz=b^<{2=*96SJS6H1|*H{*a5x##JKx+5(Xdh)s}0P(#9PR|F(U;Ch|#_bOz^Bsnk
zC&g=F5s4!d+X-!?s$6AZ$!Yn8G5J%h8?%%b-$baMrtPmJmL-}l`u6J`98EgVqmefT
ztDq`p4kov50Q0)sY<mP}E+%BttE9SovwIwibWCo1Q3dI`rXLxsgZmZvNsCXJ{U^#T
zupd$*wO1X+GDAJz30(vByR55M0oztP(03TU<k9g@3Otf+xk#zz*B#MR9SobI8;18$
zr;3Nh&;u*$t*NBP{Ok{y0_BBMl7Mlr8317S6`tNRmatbl;UB6rwI#hZ2XL$d4kkjq
zDd+5=#ka!ok0L=K`J$#Kk2Of*v+Yq<4v9>%eF2&<pmr4c@Cy9^%&FCp(NhYAJoObI
z!d13DkWzsnZcDA5?Fy4PGuGa6@u{oVXB7bEya(-u%}_zbk7g1$h7*TqWEX_(Gd@l9
z=%Em8O)x|N9{YU2u|HVT0Pwan`{qMZDIhOGHMyAwk{x!<pkis<y<KVor>BI>;5uYo
zvkCP>7M3^R((T|e-KuyThpBRq+`z&Qo@t0Kj#LwUaJW2IA@UN%2DYdwe&4q!{8fOl
zTfg>Vwh(#JB+o3P9K_&%8~~bk-p|88uc-~@2cF#v|6%xeK%)bw`4|j*8Eh4^&H}Ve
za)7@0fumz{z=FWS$P&ZJ<m?zNurQeXwhxdkegtc(A#)nAf_M^SbOUJT7TIJzyXqsI
z*vHU?iPMOxzjFKrzqqj-R&6&8!s(66F<<@;Ax`q=aC{E*MFxo}-@tN`s0^2uAk;Cf
z&_b&x<maC^@IyR8!^-$!S%@0ffq2zDr;Q5!T3&(Rpde3hlHZP_l{!%>h3uD6=Tff#
z6cvm+h)4OQPe6bebr)UyOx}>V{rYrjPT;Fv8w_%+K^#$<_tUQ>j(5Mgs?A+pLq986
z=4CD&mE^;q-ca25_d=Hhcu5CENVN^<B#lt!8t|G{-g74h30ZzC5PcmO$FVWqE(ef0
zvk$vJ^%XrmJp_v5?c~s36YK1TDK{7mkkCEaC`<^jkn4z%4!TBav`TOZV(-5Q`m#L0
zLgVGqG<wY2LbV4ml`UaCAgPuI%jJndy!}JZ)7S^ew#P>3B=Ba#FP+H-Yk^ZY>XEsP
zI=K2l!;iIpAAFd%{e4Vf`ws3tFzd(K54Jye?p)gmdE{trlPEtMNt7M0<oi+z@IPWj
z3ZR!;CcgNG(ff13aJCTA&g5sv;>D4weXZ^x#=$EQVQbC>gk^`I>SasvkE=;IiG@c`
z^q(=qUXBI=)GRKJ&pWxa=2|-DgM*!pqbp*>Oe75R(*Jm8d3^=6fjsEo7-?fIkIt3g
zHWHh<QQF2RAtB+DOWxw`<3M3G@lZ$}g?0Q&WG$~`LiC)(8`>dVHz537)o)1AB=+=b
zP{Gh#7LX$e{bg0;@JaxQg|ysnE7uM_IBN)|4J?@Fl~y3WSk8w92|ReUfINy^vf2he
zZt-oH#Wc)OT5T#az=;GJ-AiLpx_Y7XCv>$jL5lBjhvUH@Vuo<$r>GGOUgO7!21ja$
zHt^tpbL4ZLc3@)GS1|4U({Jjy&$M(1NSl}oOoPCq(V}(nbtS|9`O(BdgNFxqe5w|}
zM{F|3dw-%|$Ayw$r|_et_0{AyAb6m1kWeQP18q^%W00f-Bl$G!>(z)=1QGK6oxgnn
zs9ZkRV7h6nvy&(1r4`VNcha4~w85+bPbc^|5Mtv*2wovnt@htZZ<>&yYj3G$An=?Z
z^4QNH@Ld@tU*IgA-@x3Tt_0`kMWbxN-d_=@?H|+7F8etewn7n~{Hy{BO_+4aCR2i=
z!6`Tz{DrT`m=sznO>(d1X#rQ2LWnI<<0B|&y$<;gx}+V>Nfd7+*rafXa~OQAP=zDj
z-W2wa?o5f5iXZQOA&44TUrH$82LdeGUOL)-RC9x%GLVu7E%>0>@WsoTpmqNc<yZc+
zdnG{${tkW#?FV@;^+S=HS}NQ?-xn1xU3zIJ*Hxlb53SiE_~=}a6ROsAmEK8Ei8~``
z8ijNFL?Gjkg-SNLY7W4Qqw!}WGTYC<RS20FE8X^*`B><Cl#_~y4nu?S{GuA<1_7=i
zD%QPE!*JGd4)JY-bdL#s3uBMN@Y|;U@C$pMt2oi}0&30X*Tz_O-pRJ-G>$l?I3w!B
z|I)H^w%Tkyn|H9!?%O({mL3n6b5nOTWAbbqnsdt?hKs`2ye9cq7@bXZJuBGw#qIcP
zxY+s2?Z^Y_ffQ`-2*j)5jZgyTyjr3s36ApUQhgsr-N)~CYKA0JXM}78DjBm1OfhUK
zk4k*b%>$!bvkG*^eEGheNyiQpmY<okfRze_e1$PBn$^!2udJ!mKLgD6tgj}NFr~p7
z5F=g=&@?yHa_R{pgv<w8EVK5))~*I8h;Au34p#%w`GzAp+oG};hmfg{jKQ*p*)R01
zIm`^8+r((3!P$wU_gMM1`#S-~V{c9BlLAwI-a&bo;d94&+jp=N9sQJdM0%{`OD+l}
z1s%f%V1ciMcw9Nd{a;>axGDeTov2&Yn?1C|iT~;+(wlptoE@>LGjXLEdv7qu$K;Op
zId$BR*>Ek5JpVG*VRe?Q=;MhS)5>l;{|cM7Y0lNi9vxoVyCFnnPn1geOvBaUb0q=%
zdeu^9?l`)**(S!1$@r<Z{CKjzy6@7LF!)XLvP2$zONPh7ywiw03<l~xeBRy{lW%lm
ziZ-m<Sv3yMp2@m6^b(cXw$}V?vnB`T_H>W?Qx(;r@A2w^#Q^u;o6gj^e|Yn+g??Hi
z@9};$KoZ#Gj^`~ARoi;7k@AX+6sAseWwMT&179Cr2rbXLOY&iE(5{2)N;Xa(z>d5@
z@q-`0L-0baV#(*n=r{F|V8sJ&<@JC^!}7s1bND-vZ`>g*rIjh%`vO$Hz2&vFykNNn
zIh9x{s-@3>O|0sml;M*0Iv9`q;2LxbFIWEBke~GKFQxn{OijNakAo8K+@+lllwYku
zaV29*@&{AbZdnSlyUIS_0sP-=d>Rf$v03Oot_I$$!$-r#Kfg6S3H4Ob|A#np!!mKX
z6dO+qmS7M_)ZS}Dl89r>O8ogYVyeH_ye=WT@jKKVYq7VGT3YEkU)h)@t#@rPimZD1
zciCTUjv2g_6BI_v`3<2+dA&Jnzkg~uQHDVbLO-$r;$Z%=%6Bt%7lDbk+cZil81l~7
z&afBM*Fb`tWLuD#nVB+(bCFt2L((0K%qe$Lz+10uhFfjMXaLYO4TFa}N9DZ!+ko-!
z>-hB@={c8<#R#&$VLargiH1Q*>0<bR7jvIeNU(giFnqX&&BU0m<B^#4;>+!eza$y2
z7o|FPB5Iv{fAvQzyI3R0=FKW_SRJI$d%kf)mYh2NoXV@!J0|&)j&x8Yqu1xOK{B)%
zneUC1&xhlii;u>V6U?_>%&JQAwQooXjjCvp)5>%^PKEJhw2Dev<y()Ksq34Rdi!+1
zyJ7Uxv;WhN7c?QfyGu~(?G`H?Ma{nRU-FfX<fz3@)taY7)yACon4{)oJpF!m&~Wp8
zX+ADC&%N=N<l>(Wev{jt*-@l+ddEMqhsT=NCE9mWpens%Ed?HAaL@lf34)z%hrydM
z;!x5dn6RTL>kbE4;E7{)kj&>i%+Akr+ZuhI>9c$_&oL{#;Doj4dT#?`nTbi+pYdDp
z!arzR{u#aS;ivHJKYu}pEUo6+7~NGI_HN&`A4vh02g5jp+P5^s-X42cnaKHBFkr$;
zYsUA%)Y91PSyIMsRgINVPKGeb{*+;ICbYr4P!>M~V+VH1$0w)d3JLx%_TB_6=e&Iz
zH_trgc?Ow5LMbz2O^UQB6hk$kLQ0#Ww3j9oY4tF+R+6PnskATRE|r!+i&D~_7LC#_
zX_NN<dENINlQGZxd*0*s{{HXr9^*I$lltEG{r!GE*XO#<>paiPr{-IVqSs|)9KL8T
zl$^yY#mF57{V6io|NO{6=e14iEq9}Ixwq|my)Rk|i>u+YwSq)E-TK%6!=tI}&Ocr`
z1ytJzi7XiY^Pt$$kP_EWzW>LpsI}0p$_g|H9hAN#nba$JE8P;O(qV90ZtgR%tOBS=
zzjmLpALzKEwoCL_XaGv5t$8$7t>);qnR+c!O5blirtc+KK|P%0O&FRQ_LBhXr$o=#
zS(`+oWz6O1PII^{QZMr8>_o0YEoCBM(U`h3NXtT03t28bCr3Y)N8E{_hryjKt8{`_
z|8(A^)+4HF8n;&I^MGMg(~E*-4>9)nE35Yk0)H}j($`x24Nfb;;Xc-@ZxJViM(YN&
z3J>z=NW{{qNbEutr(peSw7lx09MEpgKz_4%O;Y*Zidtt%OYsQ4p{Yi0H`wkgIb}x<
z?Yb2FHOT1>hd^hJ(QyV=@d(~Y{<gd5g|-N+Bg>O%+*RjIiZ-9(l5g1}M1#sf23#3^
z%@T0L&%gcaA1xUZG%%B(uM7f4&O-fs??IDmi8&P;ub<zIsmf_xgh|>uBY8a2n1xES
zU2J<<#5tO9pyvlI_TEUb3ZPBA5X;Z=J3Yu!u&#RL#=s08?pGYQn#seQVwMgK76Bb?
z$qcDna#SFzgN|lqbqu032VX5RH(t*TjpsX>sZ1y5j#X_7iG4)!{W8xJ`2C#T`JqFb
zDtV9B?a7EoQo_VFps{qWbmGIfCgK9@Tl)>>KoF=neRDT9B5yp#Wpy+Y`-=1uH*f0o
zl*5mYlTn;v)#UwStSXdGNsK=JYZOt>?9q4DWM*UlZdQ8j14}F5$Lz#x;ajfL4Vsqf
z{-^1HO@6WDwgXZ{6W{v?YF|u_4~eyoG;Ublt?wfkutcgT!FQ;z{n^re$(<JmtqK+t
z&S<_O(~vh;HQ8)Qi;emk&W8b-Ljj%+_pl|GI`>ZIT+8}$MvFJGR@2G31ST;47K+k&
z?~CbjSxCDWjUmF1pSBv_b<F-T7>9zwjH}_Ef(`f{jIXXax=Ah3%}s6oJjMAzp#TYF
zU8u!`UysA#abofW2CO^$hUR;F6d^^f)aNoY_bo09(05Ba-pxmT0L&?su>D%miT1-q
zPOYLso}Gu3K!sD{<Cx<waID>XqUbl@JM}+nN7^+V-Ilw%wy1jG&?l+trzg+UTz0v5
zgljjqO@R8Q^><Gmb~-Fzs1d1t^3KjLTPZ>EQ{n5bO@6nCobPu>mp(zGiTTSXg-l;8
zhLC?K9obNrhbNAWPd<Myo?Vknj<{jJy4y+QUOg7uHhnlmEGWH7^Z-DAFRrkzAnE~7
z?biHxagmY#1O-8;Z6S%rAp*Qqpq=Nt!AkEzo^fpAtrr0f;Cw}7oK5U`2_Ea+BSAx>
zzD;IdTeIHCcQRm(u`U=_K#YMp8+8L3#8V!*=R}tSP=^S?iQa2jYdWeahhj7nrwuCj
z(5GWG?asXRy8e>^ZX&sP^s=AwMMZLA`maTuxZ4kB9Kz&FlTN)$CEB&&;)?@d&T}0=
zlbc-zE5lob6q5A@0eGpYaS`bffEOGFQN+jE0;3seAdm6{oj2rB2&~6VDj8(eUnt|Z
zm*iSN<6}Ai{fNL*xT6`Fx6CZaDmW2e>eWIQLZ<dcv%i(~S|@7`b45DBV{m581R_D?
zfZc!?($%nOrdO`Nq>}qY_mX>om=HEVqV-1@8Op=WoD!crit8HH$ET;K=O&*?e*w5q
z(N8)Y{9fi;4?giRBumj`Eix(}=q1wU&j`#w7tro}d2!op1+C+xyTg;M7~X_zWT(Sn
zuGYd92nwugda)K35ON<-Ys51`QAabV36=RQ#8TZrSyh!Wz$39e+_QMZ*Sv<O<B28g
zGT-(4mVHrFtEUf+5uS`Xv~-3sSIi0B!oTaQJQ()uLWJ9;<(cQ2XO58s#_m;QR-o+a
zuBJg&Q%DIqCDBZzUnFc|{VllS!kMkgu%u+zVzHVc5-ufgQ;m#xGzVyC6E#nE-Os-b
z^5IL6FfDx&al?-t0#XvC6OT2El*%FnQ&%5i5O{PIK^EG0wfuKh{;SDjl?=1YoIHUW
zt$U5yfaVR)CUZ-omj^6fTLvWOAz5BIW6s1`nibKNo23*ebq0KvwEQE+tUCSVYVypi
z>BRvRc-%UJ&?*ZWgk)0mwcF-THrWtx?b53w{p~8f?7b0u?Bm`jMUP0kNiIcw-Ca~M
zOe})t3Ace-%EZ?JM(JeG!heL^cRrVvd7>OoEvk^Y1fg~`W4!h+D73}--DxZ_i85EZ
zNMj0<cUH{YJSXVDo5wc6rD-OO-`Kmw7Jv{3F@)e9!9fQG;T+pYd#HDdh@>^ngtk%h
zC7JbzPlj{##a+Lqx(Ha$LLhuPBcyyVd6M{CN4N{C)Z_`NW2vznIHCxl^Ydh3fB@nL
z7K<3}s!79Uc~vJZF8LbO*T7N7xF$25YwG=CB3b6KlB|8PTjFEU8wLBR)UB3~Lnvuw
zktvj63h2&DsgYsgvS6m?IO?q#JQj>Sp`J9ej9G=bI)(dTU)$k_9s>IcQd1Y@hIHl*
z4M5dMXpKdac19GrOuxjj%0aFW9<Ap|Vf_{d{yE*Tj{O7n?7+WDuJSm#XDqyI@3TAN
z(9UN)f}%$^gB-JOgYCv;Yo55f6;5m_8H?TAbbfv?oiH9>B)$Vj&EH928sf8sG`@G)
zlGwTaOK7UQ<UL(fAP*@NWGvQgg_^T`XcH+w$aw%iWS4?Lm14%PSxf&TPiIR^1^UQu
zu{}l5aoVi#ucz8z;Br%55O%v2?VlIR^xY(?FrR|S9w#EM<UKc+1(xFOvRkjgq%GZ(
z*V20v=9keR+i#_gztL`e$17#?PtrbuV7Kuhq03~wa;k+LrE`t}jy#7M-KuLRAS+S0
zlcY`3<=N0mFl_S{Tkj(G#<=1#0KSa8$UUJQi))#_R?XD;+622c$$Q1(??^<HB%Mb|
z3{AO_a*Gc41NC7;d)VcN==S&}k7Leqq;-S(uVP%s;^unIxm&5Nm+W_<j<9GO0QBsM
zv(t8K^SU}t9`9U62t~?#WH&a$HrIb<D|N@P6>dY_dDcU`W);7jX5^1YTAr+Up}oNJ
zt((LP8v9IRs%PK?QyM4nt-_vi>Zo?fWja!rhMZe6KWG8C1JZy%)`7i2QjoXk{j9L|
zlF%2TQRF10q!~jxXMSQW*Wjq^hrwW-YW7CX^?yyN?@Pds2}c_DqZZ}^+8%b@c=Z12
zo^IIKzL#563%cS0(tj`=w4cCB<q!@B#Tg#-t;|N@Ftbqz9qXdwb>Rh=UiB@Zq?$oX
z4IS|mH8wQ+s60ewcIEZFzDK|qs;b{%*DC3pCS8Tes_Ul6L}pTtL1&TvnrHT4tM5wy
z5H<D?#ME!m-AY-e73<fD$-aE!7zKD1>;I;GEgfMrBJU~tYzprAc!n$zh-2*SH8#=v
zqD1|bh_q`QvdjFUlPn<+2tu#W=$cJQmL0~HM^_y{uR&o>A>qSBOQ(^9anB4m{X4-P
zJ)rRDK`zs4mqv@67&j)F4$2Be*9-ADoE7dqtp5ADc;zJ644-AGnJ(mco!QwGN`|h$
z#1&kfkX?)M9~=hSzE489kaMOtg@A(lH($cWV=k2`WQd@)z;ZJl(nFloL83z1;MI6b
z(&Rfi;c7}LY}$Uis><A6CtG}USF^%5Yr6p!{YCFkp?V5QuvjrC>{&C~fO|qyjDb>K
z4)L2BZaA2hJ2C_;0~aR0^DH^567{ztZ|;)sQ>UbUNh!7ZkzlVxpGhF!<?j3i9tpK%
zAp90xpmPxU{LtNWyuEZe4Ll`tuAj7I2uMVReg@u%_i;IDXTfw`gbt?oDmLJ=if=Mb
zvfuhiF2o0=m)L<uDTqwoe+x{t!QEO6utecdG45EpLasP6jCB~%N14Dm^wL}EgvRTq
zFVOy$<N>#FLblkxrc#*cPziC9ZCsvGQsMe1zhDzc^Z#s*<xlb8%#S&z!iZ7NoS6+F
z<G#*gv<LRSvOyzl?fVm~x3nsAw#U!A{4`$w{XKfg%LD%j8>IONJOMV_+`&|p$VQPF
zmU@m|v$8+N2^z!2w6FC3F_7fe5U$OniMmVx9`p8mIF|~R1D)a#jYp|^_Og-`KM@ID
zQXcW9i#mn9$0_S}4Iy<U91LTFn{plg23w`yUd_oF%60e$`NOZX?I<TtzOcv+nlyfu
z_^`R$X0HyMX9!uv5?#Fa{PgXlKtaroxsAi;*<GXJ+jOF$f3p?>-384<?2kEnx}4Sp
zs{LpWw*R#7%ZD`&3$WZJ+BNNvVu`jdWW@^hCk$rMK}$-rLjow4^cv4%%EXOLkx<z8
zvc4<0S>+&OKJBT8-=AAN7i>m<se2y0i*%8oufwd%PaZz|(wbjPm)luKdx46`+kjyh
z1E{KJV9(N6`x*EMvq?}#2%o<NdnK`dmi>n)KF!W*+{`5uAj0EnNhwX`B4%{+QTL3I
zHG-4!5hX-?=zP+0TEQnc^&+hQ^Vs^YlDT3)?tX?l1gqswYDFYJ(vpMiX!;Uo*E<i~
zY=7gh&s{(i#xgt0A@~_tXY@3nqZxs0Gc~bKbZ23%mqh8~&;5|`4g<wubIu$j)eBi>
z73%7Yi;W?l`(6g$4EL+SM9Z)szeDrn#Ls=#vve5x3)5Ou-qf>wpcjs>G?9r7D17=8
z)E3-Xhz-MsI&gOe6<UV8lO%yD-(0j4_ook1*IR-p%^AbRmgzlm8*uhqX4<%s0kt|P
z+{_6Sq=8z8dDI|iPq_yBe>^bzcJA7BY4Gp(1<KK1@ZmR*yZB3(==_tqkAyEg1a9$&
zhR59i;ed!ZXLUy#7rbPYDb2(|R3z^FxhuQUn-sxAWHbW^xJ`qz$YuMflm3Ge(p6zR
z)$BvSI6OA6^Y*D1@!N53g~JN&Sp2Nqp=anSOEG6)1d-z;m@pAxCyn80{Sb`F%USnH
z<;qO#i;+e1QuXyS;;^{gE++3ie3!}YOXceCZP1HEmgN?83=PKIVdT5Z5)?Dh<-aT+
zo#L`d>HGhYM$u4)<Ad1UI+7bL4j9~jcSz}6&X3<0MsXCjPw4I(Ty*KiCyy!kS7QZV
zaSKg#5Cv<}Xg0@07ZUmu5a!`GYwrDS5NON(4TwySV2;a0Q&T$zsM<<F^e1Q9XTid-
zOjji_K8I8;)TxVGAaQOz2Knl2971tupLj{HZu_cH-BC>X13C$RySZsL3Ry2nC;Y$L
zx-lQG+IY^<YG>Qt9<-z_?PtxLw?J2>Ti@o!pwmLBo)+|sG)=44-EW$EVoAhjP|ANv
zj!g{47oQJ;gIH$pBrL&RCk!<Mm@M~7K;#t5B!Un{hdW0$h8hA)<rvC11uYl2la;Sh
zXLB*8tg$U7<Y-O?ik-vTW=k$3^TVV!TBzSC-+q;)O6eTU-;8K$ntIr?E)(3&&`Lq5
zT;V9qeUSK3;A@FhPB8l-Xw&KBRU>J81k^+$V-xx~KZ9gc=`gt@SuM;n%r3+bcxp3Q
zT?qBXVp^9fs1!p-Gd(CPJ$=)OFxQd1Ce9x`mnR)G+qY-WrA@sC|E2cjBqkJhQ0ZFi
z)j_LIP&3^=ZgU}nnXTuP`XVaSWg@nD?S3A=?L{8H?m7XV{ZEy&_CJqzx?XlDarZy1
zO~163dQ<;O2B_J)Nz}}K2%25;cYQi?;$NlAG^RprWN0v*1zGOqTxu^m_|M=T_ekGM
z$+o>;8E;H)p!4jc9Aptp<wN@S6B~_8m@AQ3&NI129h<B`f_X$k4hMy)K?xu(af8XW
z{x|g-Pl(#+Jf9KKB2debcg9shNaFCUq<Z%QOa7#H`1v;PK0WK`_wifvF61l~nfX(t
ze6rrvGp^HD-533tVDUSW6+JI3+=Au^>rYuJ)4uzKtRc?iuW3mIl)YSHq{R$A3nnz(
zT&RZ4)S3Dd#`ZWNu9HKj#R-(kg2oetU1(5i`dCdl)7d}tY!jUnSOUPYfnaYPDfSgv
zX_1NrCA)}CdzpIqqHTz-chP|e7j%Jp$Mh~4wDK9v7%IYLpgr|lS^p>c4V^ATQ!6NN
z9#3?Fg#IPUTu?HI*=Runzh!xseC{U|DUg?;Nqn1VC~?SyM|x|HqxJg|D?wT79x{vt
zwvM0sNl`((<}>o_PG*|e0AH+3ZTKkZCXEpB$voDBhX2Q3erNv{y4)D8*{><T8R$jq
z3gG08i;XQzEhb5jl2m&bJgU(W1xG+W)N}qHF9D|itzV75hIi6T;?WUfVIYli2_}t=
zGQZkm5U{@_rXeKHssuj_41<CyNpwp^Dbhgv;g@T|HtTOr4nIdl@(4;{9;(wjY)PJ?
zj#&H%LoMeMnVg8^WbC*OSvkWADdQs26_du<aG~TME{ZSYgyF4j#7}IyCUoE-1}Q9o
zS8{X}P?D<rrT#Rn1NGSkoV;1a4==Gx?J3uJre46^^;q-*IY_)jsWzLA24d!>)>Bi0
z=(~rta%4ZZ05!eHvYz`0xhkXPFk-UWL4xF@mMrGjbEVmKa#2Tu^sY2#tA!6Dh(G@F
z*z&IuwZnuBQE!BulTQ7%V2i&P=^yXN|G(Ow|BR9Tf2DlsuaCf5On)t;kDF@C*DCC;
z#>cNQ|F+}$WTR&4Km56T@&93g$zR*~!y;I9=tCRj!`J99e=Vesx8r|SY&9zL?#=Xq
z=rr?%??t{mEpqZ-uEGC2)jWOAzjnKBQS3X?vfR>O$WZ6S8UeBH@Pvb!k+-Tl2Gqh6
zf(}S`3G6D`J(7N<YWLQ^3m<tH{I$-OLt6~54^_T!3TT<t`m5x+M}?B3&SqU=trIdM
z6Ai`Ixsq`?WzOOsKPm~xIM^KR-+vVfyI)KudHqxWVfn7p?5^X~udh19J=wgT@()|S
zF8i|(^%c99JmveR?S3e_@K4UV2Y;f0`|Bf2-opPUo<d;lRJq%<lRuJ-mz?b)<KjH7
z2<*>ACu<I>NLMhPWNmG2@8?vMmva(JB^|>M5`k6N#G~IS48AU@VxX5Ye=Ei%sL4rV
zPKOtz15|1kyF3b_+5(Ul+|e7pGk-m+TnOIx>B6@$hB?IfC8NLn!(?8uHnCaAffGE~
z`6U<x>%q0($;qh>Ja}O=#K;!=skQf4!PGo<gt?kWbaeEoK_%`;C6M2U`2PNh?)Y3d
zj26NO<X4;Q^K*IvyB$|%_TO47+xj%8URnw@2dQ}UoS>r9PlVG)+@L+{@rr932)v$J
z)I94T?B+dO8@Z|9_@X7`0_4TH#m?{UlIIl>33-+$W4KTr-0<5Wzna-AzCf|OvN9LF
zpCv&<g+`V3I@VMOkp-z0(DYn%0MjaQo$&B*J9I&s(7y7-ZO$RCbVwijCNchSlQwvG
zcvt~4%}sC~h>0CS`#*<zbC`+bhCbKfjC;l<Av9>S5jH3$Wz}3l+6z&ZyQKG*?$qcL
z6BA1W2O$SdU+#*E3XN_>NYW0VOWGZ4J%O%GE;XwAGQcT;Wa#xA@Ggv~ur*63E6y-Q
zIru{B*yynCl2828F5b!g!1{B`P7;gMq3^C?O*~s|NFht^SvKsNSNe*Ynk#8)*HgT3
z4$Z9)Z#RE_l93c}w18h2#$JUROjbw%-i0hpBm}CA_PRR;Pa47La3k%UTCDn|r(;b^
zCeBk^h&lpXj&XSA#KC9;M(Kt|`r6AQrexrvjWQK7oa2XEyjO%%2c_n)jqRp0M7pg*
zPe(S6h7Rp%Wzh(p4SyO2rF`%KBnYyLO<gk9CT|5*iBXZNnp!Rm;t3iqkI(}c><RE8
zye}y!$qMCk9#}?No0F-Wrv7Q{SHU2syAwmBGaYTJ9IEP}WA!4Z;*QSFvLW1O8RElL
zLqt_&ABd*dCW`=jSSsF9l<8X}YP@?C{G(liBQ;f-T#AZ{?T)2C5BQnI^AC&s<adj@
z9kOxk6*8upe0=Itm{xQEH=qYNyJ4<E-%~fCv{l_hR6SFr|Jd(7Y?({tZpC$>gfHe^
zsi>?azQE$m-Jr48+=;s2JDFwVQkMlC8c#CSi7S%zCk&zNY*<k}S}@b&ScgV%{~wm-
zLRy-1--|q;8V1%-nf3-_fX;(Nv{FQg+lMr1aon}I>Rhr=F(ki4+A5W)Z^-(+_&^t!
zVV>w;wQhEyI}Aq9d|uts$Bdy?2KrvtAxbV8VSU!!_J4S4?qNeMA+m1kn_!F7MEiL@
z;~hE*Pq>w@ue+(LPcYM+T(V3iM~+VIYXR1<yt-#%egRU|Z0vvlF$n-GYFVrSa?^Od
zJ~=kGoa=#x#?a#%bOWGST4ii;^oTXhgk7VR99yKf5fZ$aI<@PQ;U4&1%|isvOJX{A
z4lDR;lX(D8N>ABO4)owhc4%YX&4tK$wVee-z52k+e0vJ62<QVsikrJ%MMY(o?|Op_
zeIAUWtF(gxyZuI-1;kVuO>xOJ(G>}-C9owg^pgYo*&%ZFH`@d;Mo8toO<B#(ot-eZ
zJfD`9R+s_~VInrmf^_F!Pkup`0)=+Z?-&R}pJ}WJw%CQ5nwr>D5cNzl-Z3p_4HGc!
z?C`M2g(N}l5Ee@GOiJorsWj_JO#aSuc&N8o7<Vu>b$o1OL6ZEFKBL0xC94yY>LRLB
z)DlcGm3z~!uejBD6h5|wVqZ`jULQ)3Ri<8W(+F48v=%e02Lh%KeC`7EQc2z1hL&7R
zHcRdM>)9CdGprfdldm~Vyqac_ReX0hI(oG|EHTUZh~dV~A)>YIi4!oh{r!9v^R*fg
zYF(kIG%5;2tm&+HCAQzXBpd3f1=QCF0O2+fhVB>>wJGsM5Bn3QN!{!Hqz%<+0Fj?Y
z6G$d<;I{8^KwrQj&LLUNTri>RM&fcs4Ip;?SOwqQ@$<a_B3_9a$+Bte$mpw;G8fQn
zyk9Y>?3W;<$%u>;!_lN2s$qKIK)qBIVvC%u?ErV5fLiSN+}zw#2|=RSik>ar1NqW9
zKj|sxnZ{>kN^hRAJYw{fPf)<o%PP)C3zU^o^Z8{Yn^#8E(HDC!s~n*(4(0Pp&==P~
zj=~(7!KfqZi?1kxTizjH7Lut_b!sru-1L0M+2v-132k*txdmoeE>Ta47K-M+W>h4m
zX5%_P&_Pc4)xH)<v61684Ra>q*ZQpfB=0*p`=-I8B5euB_??Q1MVf<a@~U$^coq;-
z?M@3BScUinJHOUn;<oLZ&7wroS%`Q`?YVaC(qMqg4eoG~mZHuQ&7bzuxNBMwy#Xwp
zP^1z)x7IpEsU9`qn?OjFF!mxanVXw?#&E_m$$O&c&4jQNLH3OFtu$G9k2^RcVMVt7
z4q#x1CMPHVw)t~+1NY6JZV~RABHbd~w-vaV`@WJKnD9C^xM=-Ee4FOPk;=N-&1Yr1
zxR%a*5o*}%Ak28@Qh7Znv8W_5{mIqo-DTZlMxhNO#fOWQD+)w#UQ+&1$>4^{-7GEK
zr}Y42SE+uQoAds7)Y`-vG7EltFB)xard`O9aBCq^3l<QIrm_yl^dcII_`rd<4px}7
zBa4njmEBsC^?r*f^<tiPZ_mku$t+l_6Oh?}1dJ#SuffSk#3jvtW^csUpn?H*teM;&
z&!VGaV(#V&?2lh#?*-9-ah$_d6?1ZV4zMXzD5<W#?pupCtRA?pvRxDoTg`?1p3o^r
zjJxvk^20419UYC}PYQMTu`bGpcMX44^7HLE8DJwMLbqd-3$lj?oX_J9Fb!*_75sXg
zuZ#B!Mx5}@nvJJs%NKni&M{s|q3Wdg&CH)9RkXBE+ix@Rg~v5%r$vZ#zD6fKC315-
zT+udkr}wRIBCmFmQ6Bl(oaQ7rc4{>gxO>6AnYd|t92P@}V+F>lQ5V#uM)89#wRj_z
z>0sLXrox^g7e9W<`G|!DIJ?5o6%^XR>d_s;kYyqLjCq|!X=|1q1co9sd%W;Hv^|f9
zyZM8bwP+XV>_?(ek#2hcxkYJc>S3ol%EI32n$DgB0|V`QR?*J-leP5e#=NpsNn-T=
z)7wH79B!d^OjIkioeUJqk9TOk<-4NDv8VpFVUdw+D_@CvN$PJ-(P|a4s!hGIskyF7
zi6Pd-tIh@#Y>KdsFw`0Le1FZPEIjA@oTWSNWU9Y+VRKq0pRq+G^qd+^2<^tErmpyP
zYEV7d{JG|!d0e%oj*)(@I2a2X5SH%xxxK-8C=4o@N2#``6_~wwXeZ5&Q5)+tY+iPi
z1X(>%%1+U$@4DfBV{d-m&(E)|Ch4vJ1FZtvM^=g6Jl7<aokfc*L;CZ(>C-#F3{Cs=
zBrCG+Zyi}yv{Xy{qV|$hKMgJclP%9}zwA?Z9OZs=^>5wBR7N}_qoOYCt&sBi7b`29
z{B+e@z!oVmU7@L~OZw$Cre1J<JM1CBP%y}JGBq=Edl4$8=YW{f1WVCfF7cJ1M%zIF
zPN5_*ku11{L3@Zz1r@=Z(aE~@Ma54K;%)Tm=x<1y9f2K_Y*$I|D2Ayd?Jy^8L!}*B
zQ?lJ9M->y9t^y|3CFqwMiSaA?xh0R*iJuKiG_iK$60B)sciP{s{X-OxdlK#sHNAl8
z7!=l3X$`~NP;AspvrRI1ay5roU2lh9)lHtxW}<D{{>yh>%?97b`-(2uUQNj5JZb)7
z%{En4)ykC2%*+FgtXs6@)6eqdB9Kfg$=qGYt_xzg`JiPNnVytHE}(WH2JTYm#NT<5
zhyjW&Pq<e)EO+4g!NhQQsMtlCL|=v42tG~l0dd7Xl5-d$6K^pxL9G?!V!q%>#lS!0
zMId&`ANGKPxdcmawQ<*@Z)5_*$R40fF2G`bEsUr4zOA|1>ilx1?keMYsEj%BpN-n-
zQUsS2q-A=b5|rq8r|5uE#LOP<X>DSCI)AA@96kCV=~F!j_tDqSX*R|J#ygORin*6y
z5+Sln8Z#i4iBO=A)4Ef85VtP8m5WDf+qP}Q&N8`NQ9)ZfLwYc^Sk_?}w}A(Rt#1!p
z&$;0EaHQ%w>!rmF{`eFTKB!vJu!b1l19e+c{0LQ<L_jknJxfH9q*fX1AJLqj<7-u_
z-49C5f!4HF0eH*?xl{pz1f5{3sIRX-EIHca<x)6o{su&EDq=!56P4YaI7S-Q;7I-q
z&RkNx9xENGF8@Qay^6-0+H}9zEaHr6uo1;UzQZ_75gNhzEcV+7H-k_J$jvg8kgHVE
zeM%5XM&`ZVY!hlMJMd}yZUhOugT~A>uu2l_ug3jZ!>VerS@3PuOfu=9l>-f`ES2!n
z6MWG_CI^{zqZgZ!!5Lv_vU|du%BM@_UgoUU<XYn<sVSW_hjsJVzf1Xr3Ae!j#7~Td
z)n(ty9Eh{SUKO!Mp&$%X7NTv}yg!-*0$?tP{#7dymluf<Kdul<T$(Zm66%M>#|wd%
z{rt{CFum=ak3KaeTIpg~)Sy&Bme2$NS-#&!RPmvpsrNwn!ev_sA$PYe)$EKz9atVq
zbcYJ|H<G_?WovC6NIp$qh`YhOCkH+~RmLq+h!RPYLigH^y4;beafq`E<UChOTd4Rd
ztV0sBnA{m=VHg^CXLBfV&T(5{6c>X?g0gufCg?mjOr#{Y$G6yVMTWCpj_Z6Ynrx@I
zn<{*HB=<GdBEFVy<^{dqUWZTLSvLVjnU?;W<5?pI>^VC@m^zPJ9Xk*}NCP=)^#4S2
zF<{`;{k}R+n(N86wO(MD2mo*KvF@VwuFO!rva2V{m*!;Utxv0hm-|q|LXXBn#sy6@
zhRe{oB3jj?@2R$T?sbKEPjM2XAcAp>g8xZAY$suG016#T-TT0qE=o0o%V$rX%(!qe
z0zzBc3*<2U>i(3~IKO|iB$sMju(x;w*|_J?vV)B5F%;^a2qj#O&M0tdMfs+z4`V@K
z0X;NKmk7Z$52q30^QR|t;33jzraPj^1b^^(J?7TJHoOs7iWl<uJk&A^A#^l+F*1xh
z8bH<^p`bRDTw3O__j2`R!>Hm-eY?_8<V<gN!b;DR$Qn`{T*KN*Hs5i(UrpIOSSNyI
zk@api`#J9*Nk%EpD9#l9=7K9YIJB}cdQlJ2rrqO0*R7~1eu|I%hL2IL7#?}GlTUmD
z)(i?k<9n0NDobJftY4-NlY$;F<8!bXOZ_N(>jM?>z`ae_U$i!=!s2|`p*E5eLq6e5
zmOv|%Zv;dQE%#75$H8;8aunPGx0*pbPA`v};o&PXN9w!7<(VZ64zX-VKpJrpT)<%=
znirPr_ew-B`=5&J7QED|$#8k{js*7C`v>1RUli{tyoD6Os(?Qt8(Vq~4%8ZBtBR^B
z=51`s^HR1vS$GTHTg=rd(T@`*$$l0VmRSI@E3-mkj=;U9x}%D9t4?wxf}|fVFMnC|
zTSY(174rPVB`;(DW2s8r(r)%c-tm}XJt-NQuIqc|*J_I<+O(Ixe_rg&1(uH|X@Wwt
z#Zh>^?~jn-rIAR4tD*kf0N3*-5uj$8#ac`9Utl`Lp_n%;p(p#&zvf0vuI}Aexp{b+
zP`$a+D{1tBX6i}?17z5~*}ng=y=6&=EalZXV2YN7Cz7k#y9T5QFdn<pVrFWphmGt8
z-jo<6%P;&PP)%#WEjCHokU3OjnTuHb%yfiRYO`Pcne+$rp`a97oLNV*QhAVs-H;wc
z6m2FqtM_BwE=#b?oLU0#z%VXio?gE9atp3n{)m9N(D4<xUp5S(N8o=BK%N+Q5mz(G
znD#EW$2c47N>bH(Kak+UOEw<EX(-;~?yQ`$iMqB;rU1dOX{xyun9oK<z^!CliI{?^
zAO5~Ev9azn$%6QnWVCOXnVc+c@#Z-fAIz=nFjr!I6As1e5YPnxtYLxzj-~y5Sj8SP
z6GO%Ak}>r-&U-+Sx7a;Pp|A9nearz!-FX;O2|isrPnWDG!gvnSoF*EMK;jEw1jopj
z7_;u%toI#UPXHYYpQ5~7+onYJL~#S=cLJY!FI!nhPWs}jEiAymJW&aL?OLU#C#@d=
zDjv>92$A)Sd}BR$DHWQEPvPQiX)i(Cf#tVG2_P&2XNl%342OwojD!xsfW7ukxE19B
zDyrGY6yi>sR&7j62r=lf9}m<)fU#q3>uI=QWu4m2{~~UswB*MWX*wL3^BFSV0J#_)
zZIw}WVTB#`BijvJ;rKN3>&WPv11yb=&x0T@w3+zf%r%dgZ#=;B<pLpXb(=5CAiyy6
zxVBc84+%=AHt9GJE>X9uC;pJ3z}StA+Fqi4NBVihLWMO7yNa--Bjj)XXVtH&h3Z@B
zKPylUdkg^$*sd@8a$;2Hj~D^t>sS2~6N2@}w;%KP;;4e3rFg<2Cpb8HA@C*yCsC0~
zDj(k-Xzv;k<PBqTXc&}%2hB~XhIL6*s*q$WG7~R=I3fbcL|u&Rbb+P1#t@;!J^9Mc
zcOs`EK5cfQ3+w;BOrmQ1w|~g|WcdrFC!vULamj<2<-m!&tUh=%>A)D@cch_!&4#?I
z>Ut1ZSbHSC9fW=KX3ZDDn+ytkR^=j31I+xIClgR%7y2E7cHjJG)!o=c=x<JE3$p~$
zDzp5>29J3i+H*hWF#r~gA)Q%qV?kmqM&{NwYr5|kJQ(SBn0VecI4+`Ltx#6LFZ=59
z#j+I_%O)mj2Y7odu}+0ntBLa>^Ep`gKKS%(W*JwxqE&nlcP9@pcnJ2r#oSsrB5A*^
zS(e<wAxB<cDNuH}rj6q)xjr<q7~5JKdr~%zg*UPnT(Ew$dH1wcI!F7OAdI3?-V<oU
zvWzcoBdf}2KMpj}WL}A-V-wGw0|zp4i@bD)ORwo6E9l~4H-{KW*oTs40p*o5DuCrP
zdcu>q&rd@<RM@_CUyCWg1$V6Gq#fG8sm(-t1Xm>Es5A0diBs*3MkHD5VP_{7z9;|e
z(5>sH#I9QkNFS~7#PevbC1(FNG?wmM>j4SSIspIosVt-XBI9Mx`K6xc;cl}Wsgp~r
z)#aB&s)tdP%KaQRqus&+Y%+}|B-jg*GMk442eovG#XkJouN6c!qaggC^B=PoUaa`m
zhK+Zgsua@A+(bTjySA0mxFIV<LazDDvA!SPChvaPvW|_9SM4NhuGr~~br1OYhg*O)
z@*=L~rw#q=L?;T8uzlrz*s%nj2QJEj$J+Gza(D;Po|UvVH#cANe)zv*$JXC=crdb0
zVvT1(xT=Qrz!kAQ4N-4hB;ux`dQuD0l`EptB2Be#h*hbV@T=LpS(L+EbEzt2OEQ;^
z!@S%?7<Eda9k}b%6PoXMpg^VcClQmn=jpSCN!^G0sq&VO`Z&aX_O<H$EsJ=Qr}h1D
zPN=CAqePxxpDwCFV<8HO*6)e-hH+r05T;$EKw(!}g$HI}Umtd)TAPZH4N?5F7jIZs
zQ%hXS``s9n6F7K}iMBIbg*Vr1{G0Jc{mR%&M>@)R4wk*_X7-kh=XJRGhz#W1iI(7W
zZe6pSKXuU{npduLTmu$duekLx4~M_RkhX5V;yFRfO>5MENPZ=@v4{;=XobEsjrUKi
zI`>}#O_|Wnjx`a($0dw|!cH81@|Abz()}V&^p<n1x_{)L^w*MCG?Y5u*Vc1pE%oO9
zlF^U8!C|olisM>ql5Zpd1T*lsJgjMEoT>~hf$NK<7vfHwF8NW9atdt(CDeq*Hrvdm
za$9ZIaJwJ*+p#*UybW-rYoZ#(Fg|Ir_}n6Y2RT!$RjKGbSYbzQ##&CU+^i*#e6`BN
zts1?gCSW>lsxfM}ny3S&w0WT1c&);=a-d!FlMIoHYBV)Jxh8+$z=5rbm#xKC>m=&Q
zii(RL*<JREjcs{f*Bp2D4&D8G@c4fLajiZb5S_f*E~w*dPWz))znFyB3&TohWK!bp
zM19}7?JXAD9FO^D8eXU*MIZ4vSM_;VnZ3h&Hgd>G%psIq?Q{t;T!tCD_J78uDPC7-
zYu!$9Jl3{&uWJ{I+za`aS4JdAfXPjx$U-;6t4@(HK8~6uuy4K2o;`a?ItB$tyl_zY
z4!6_`DM)PFOM1U*hNHxGVPGHL;^`J|fc1DH&pb7F@xOqiPu`40ugWK6X1p+ZJbFLG
zZ0x><wdLSKt|Tq@HFjQpSGsea)l6vUJLiha=k*F{aiuF~4F-8QcgtKByCxbJuy;GH
zofAq$<42t2N1s6d;^xXW3JK;kka=_IP6d#w*dEGC*htGXV}X2+*dklN7;T%q<pPT4
zTU%SmyHc35f{mI%F5$;y6(g(5z7p$>p7cabuDBhsh6xna>#<VTlgWDz90(NCNj+*%
z;@}8~%&h({r=FR)xjT)Eu^vZ|<|0U;gq`NIA5XC8K2dayla7DO$e?37b9^AdC>I5n
zGWEQ>=00I<=1d2}O%Ss6pJfuSPjajemv@k#W?@$7{mwJ^(H`sXuA!}$2d$Dw6S~yd
zjX7>^HBIo!^dg0>h%^+3RF8Ijm3IvIKpp`Fh3_$;#1)f}Ig|3pGZBhLm&zN6MlIZ}
z^=RBPtCa+S)vFsR&vb{!W1PdvRxt^nos{7+!cnJDlIN;P9tb365@|vq@qOp<0A=7f
zPrr&qK>vy7Hdo)eysO{X?5bQj!nyRq@(WR^uO3{?*|d1?@7e^P1vc@;$)1bB#WIeG
zc;VQcwvQSk%{8xx?bp?qHxQV{l`e0fvTdJ4tVXv+Nvgc4nvIZMP_(M;o{E%BX7Pz3
zDzR;KBCg*@tS@e_i}JmOuxv0Hmenoh6kMBF%Y1gvR@7zvBx&8Pr%}N(Bf(sy)SKrk
z|4xh=zn{ZSE-k3SV}igx-AJvzbE2gNO-b{~=9Fe)QQ$_2OyIjlxe8yF+KMfxSI7Ak
z$j1|c0yFKH;Hcr-t4HAn68kE*nd8DC3km%M<U-US`Col<X1D2zy3#=Rk!R8heUGnl
zEUS`_H@up&gM0U}`d=OA9$g(8FysCG`tr=B-oxy7yCwCBbKOz{lb*($9+&ar34k}h
zo&2&!kPQwP3;YS@`@P{L=6kUk65Gor+u^g`un;b(B~`3NKDlTa#_Q6)ri{95MQ99m
z&~i{DZXfetmyk6-B2_VmPqc<L$~6H~udA(OGpVXqYjEwrom}_<t+n^MYIZcIGF_a~
z78oCIE)9?Al+vt$_TbJ7axyMqHwxLWc-zW&o#v0!1%o<o_4`r8A?jo_5;Ey01IesD
z8j}{M|H*or!DC70X*541q!Ku_Q`|^g0(8n@9J}}9scDcdZF++8)3}(JC+_!=yTIwv
z^2$_E$SMn<7#FEFON8rC4)h957?<u23P-r&b}dcxokv?FvMxZ>pN+5>H1J}jbkBwN
z2@}H!9t*`-@7Y`%oRKHoq(PmY-~<<6J-BE4S|M(rEt8_!7#$gT9=)~L<K~o?-O0_@
z$-lw=w5&g#rDl8?Y?rTiHpWu44z!jKgj%G2UevUuLbRR33pk%yY%QSGMuL>7Y0VqL
zatuG|(L^a7DIP_f39yffiV8LiAj{NBJG6GZASu6RYEC}GhNF*{dSzdOeE$?PCqA>*
z@%z>jFitjb#2XWmN+wo?8971A<7TdJg2ezL=9C3dy+L%LpcQ#+g5YEp*h<r6iK(z1
zJ|7Z0*jVN>9SkO#kG1DYB57U#Hyg>wm7&p=M()5GO`)Dr(W?3z>69k!ggZD2FW$E+
zyQDo`5l;RM_D8-?<XE&mOjVB;4f|P(H{4czH>LUuwopy(8E1qL$ZLhpRW1cx;1!y!
zL-~s5AxCi}?KRO1OodoQ?XN3t!dip`A+f2bTIEz!$~3FSn%BBqAh#S5GJtG?Yk_e^
zwRcMp43QtZL+Zgzv*M+ymbW4ZtP$aZ$13xQ>Q8|*gKcb&pfIT0`VU?oK7y03Lljtu
zI6-KCf9@l+p~>ijS}5&BzksSDztv;XYM_ovb}Ka1!fYAadv|BjQzTb{fY!Ab1)+o`
z6`P8pdn3HRk}5k<PNO?OWEbc^E7MxwA?*$uD7-W5+{LJ4643)_+2msTx`>2@W*Mv%
zGP&0Lxj5u@?t{>Vh6C<kXZzo2l`aIMX|1AHg;44%Z<;Hv4ekn&jckNYoNvHH!90eq
zaqkP${1NaCbo{fAA-B&(0kxQxm{fd1f)`2jEJW>d7a4^m{hCc=BXm1Xa3B92z-%#>
zXYy?@|GX7-Cu8z18qcKTl2q*)*3_h=fYNh8+3^R`CzJMPv2~%aMv*KKrbal}T!54+
zS;L&nWvLbJ+v7T4pb=%R0#7Kl04N2&m4M}5*Pl`0or2i$RNRg2FwS}lCriUVLS6s~
zo1pXeSnJddT33u(oGYGH9_ee`7OZ`0zt&{KFo<aUh+OsIi39CrD~W7GZTQO3-sUGw
zz;iuNv>AwTDUx%}fxF11fc#GRtUi1n!9>*q2Y9mphBXp4T@x%4M5HD<r5TB>*c$it
z=wYPBmQ4t_Rxo<l4yd>9#<le0T}f5B;QTB=0BczFiOanv0U_*P7F}e%;Dzcb+(U|d
zFQ}-*{mLbt8X}64|0ON}>n5igJ0L~YMw`eAjJZ6_4%GuGhG>ZW#950_+;a~1{>l}L
ziPw)gil&fTPrmy=lDVB<jlEwM8mhp3-V+wUQxS$>^((RolW%OwpHj0XZ^)D{|3%^b
z-R<~`h5YemfZsm3VLyJ6{`MCa{Nw%je}YIoS*(BjSoF8Q_QJ>e@z-AXcrT{?CGGfl
zGj?46gigZ#r~gKEimm7RK_q_J4RB4n4p$yZa$#AqWarg27eLIo)qNZW57fjbj2Kz_
zI`XPOhibngIE-f9&sdej!O-0*lReIeH*AdEKlzUNx?%Vei7`7rAaE=u<-=2JP^U_R
z&<&StXn+M?BU}zI08;IvOgGsio%I=SCq_lFuDzvQWssd#7Q{bj10iS*^<PJEWu>6l
z>h!m%ntgvWj@L8p>x<as>&>-~24%<tVr;}<dRGGP+b=I-mzJELx#-a-_ql_Bt+UZz
z%c10_iI6l{c{e+S=&jF64o$5vyF3*3*q#zLrHx%aIs&O|HMY+TF?PMU%BjPd^~Qg#
zvGJTM1`n7Nh(PokvoH8I8ua~Oyq>BNeUJn|V{oA6c?hiE5@8xH2ToBaG5RHmvOsJG
zG$wudh^jx#$N`|22SUen+ajQtIUp5W<2$$b=ueP=$ec$yY#rLlW@MlF%meT-I9)=H
zlEl%^gMCCsZrR++A#K#^Aoyr(ut7!|qzE|!gJ$~!5s8Vy)Wo*~)3NLa<KD2Gma3hu
ziBu3c4#ensU<5!82$f}~lB}xj*R!8{McdOQM8&!)sC89!77;v{2yB95vp@;t5o)PQ
zdw12Nn^D>XS1l&B`AjwWRtlrs-}SG4m$8J2`J{6JTjXAWEqiTk`^-agO?38JW-bq2
zgQDA|{CQk>n{WH0&L?CJn>uzoG?*owG8Q6xsRUsH-u&{DE-&;}ry&dC_k~!`iE}4&
zLLL5RM^GBOQ@gv8LvEftukF5FH#SMqq9yBjiQ$3EW-F?0z=D*hl{{m^>=i0xYRdZC
z?&0z=*56M4XzMw*4<w_!$Cs9dE+r#KJ-BNU<00udTQ_#`W;nZsyQN&uuGm(|8TefH
z-21J?8<@x2IGkf$ZQ7#GyuzI$pO?gq`v2##!uS%5i>|(#&AQRkqyT2JUiss4-mO`X
z{GbiRgr;p4NVOYh<3`gsCrw*j*0&n3{rsD>hd*;JTo@ZxJB+>j#^pQ+>r2Pc^SxKV
z-YC!JM1E$6r#)!%UcQqV6R5e8F{qwqW8w(QelN73g<gOPq~^iCX*K?S+^qNDBW=s>
zO9jXBxQnlKmqu$<Hi2pM4+r5380{p0po1R44}ruysQqp)`^_);{G0dVTz`4xO1@*&
zhp4STpAmlZ=J!;?lOjc*kf0$j0^XN+IdhW6fk$o@>vBBTKJ$*udECcAanIi*n24?-
zIYE+NSY?_a8_lF{5cL$>YYuy%Ng_ywt|@IHZtInG*`B3)BR;cYI=>2~InJYChbZc<
zJX459M&2HI-uXmMe%fc5^73poHkuw-;3nTQhNOYK5o_@Xqnf>|^#5f0W)sw$0=}Ne
znUeVeYRsre{zoFMB-nzhHIte%JZ_4*)e96BQ73zSz$!J%*^kv2B|YnI{BB!3-P1DO
zCo>^}yVmF~^7N-XLYo#Jud`zEn*>j-I8z2rXPC0)t{D;e#S|`j8YadXdJ?^yVl$Xy
zEr}rgncE<4VbE|;v<DoJ&4TVLWO#UZLP3sGLJyrWEiG-KAE7kEKDn>hWo)(2AJ^PT
z#i|u0xJE^SvzVYe4Ma!;<({!2O>^%;8XZN{hx6FT$p_fJL?_>c{PB5+EBfy`U6PHl
z)z`V?$V^inoXVC9Zo2OuE}#(5#mmRKD~yeQ++?@gqudn>>HK+L-|f5rjCh5aAqt23
zakr_jdn;ob`*5AT^^ZZzTvI&ttI!Lt_}yH<G}D8EZs*KU5*tA<m7@&Z!MoY)iEvVX
z|J+MgFXM4vF?)0WGkVIQz`XnVbI39b@Iu<Z|51~+#ReS!tk$%p1KP|3mDQWyoz9RR
zP&;$LN$ZUtB2-n)ojozL=G=$<k*OH>Mgqb%QujfbAg&g#y$HsjvSjf|NFy4<U0nNn
zeX;4>dH^WWSlqHyQX_%1pby91_SVds|5i-7UQ-2+fXT7J8DIwlG!$ffI&yQd#TKFM
zt`(!hrUP>9Pv($=jiAcD2ZH=zaYF7CXv{X>Tgt^Ij|HoLT-D-N(i(`h@ei5zTWhjK
zt^thABgzsnLNUJ4EHp<Iglt&g>bozIktUn*zJRbV+Q7w|M}q`Iu?c?5xcpT#so-c3
zJ<h+ZY_Kl-ZupNX$-6I{(=hb(c;imp;k`C*(#P+4VS<w=f#-yy5shE67{1#F8o{~T
zA=6iBe1i>!G8I5OboQoe9{5#L>w5wI>+FL%{HG6#Mwh>GjCh~F*J{T2>y5uQl5qn$
zfK10z_vq2gTSw?sJZB1}d}nE0vfaYMA^^HqB5NAPwW4R|QctiokY{&LVQry;+duJ?
zl(8Go_96~4cnG6QEAvRqM)4PIFezLo8xtoR%T<&;2;jWBM&pi773(bq+g?H95cXZA
zA3JsQ;rX~yn>7ci5yw<LAQ3SrIt~vpMCNk~!R5vfyQQ5O=;z*2TpI*Np16kv#z`k)
zB@^D~Bc`jOGLN40Yk1m%!x1>}0!LY?7$JyKgF(>D5l2R{p%a{bvMfwQNX;d3MefMj
z^tV4k8i|IYY_pFj$5>sf^aA2E_yHAnsIjpDgU1z5GIkJCAFn&VK)-BNhbDWAXFlB%
zPMG3nPu6DbLF}x~M&O!H{5GQdL3p_rSiXjS7gs>B`&5#IVm9$OESPaj!RX0XVR0~&
zRl1;Y*U%tWL8OFou|-A!b7*>BD{?I^V%w5gw(nN~z;<PrH<^gE({%+*I!=Iro{hYA
z0kBBj6@wKtF(Bn#jTw{ERk&Pn7mkc)jQq9^yGlCe$dfX*C4%S)b(oaa13X=_OuZj)
zz8gGjrJegjm)r_+`oW~d9wzj;6ktwG+G7t~u{d2qvfnOVHneX8();9TP>}Ry5L5JW
zfv*N)4JD;xYu{}luoeW!3(8I%Dv4O#d3CAQWkcvcGv>5R6^=p!n<)u_1|?;8pLW79
zJpe}~Nf<V?1)mN<+z-sc(=5xq4FTzdX2M+}oqMPh!}qxj>ed&1H0YE<bJ<wtyQBnJ
zkc_2*M71;E>osF|miGV^Cx+?7ZH206K3T0vtu>LdM?3jeA2FoY_c7%*ts5IIkODAp
za`9U1OD@S|eaOk*JDU*!J&=^H6H)RzuJdm>d>c&cYwn~PKUr~GP(KUiu9fy4WWZ=x
ze1jKloMugbH}T`(=|*rU_}>SMp(^zVD7YqN&sv;O=OmP9Gg3(qm^oaLV3^Cn!6A%^
zfu|Z-nM1IJ@h8cm%|{vP@*)8=i2vJFs2!SBG-3rcWYD5-P%lzXJfTlh&}Ahat|c~o
zSli^_EZ$F{AzrysM{5vLeThlkLmiPBnhvm^H1Jrt>-w|kMAR@&8cp+*HhfQ$9c|-x
zK9wAQ-&8A_ydAwQJ+v~O`uU^Tu}5-wk!)2(p%}B{AU*QD*f19gr5=F(QUB(}b3vQB
zE+&n&G{e*`b-1pD8eEVIY53<H0}E?Gda{8z5ltCq1e2?OFiSt2@9ka8p0Hxux!C_A
zL=W#_Y|KZJ2hy0*3_8ZT%IfNc#654k95i~^VbVvpYsbf+991<&b8%yPP?^opf#Yfe
zHR-7m=S|Q~T~CH!=w2CLDYiv6*U4LphUVQ|^2Z)r!#H7jlTH}17nr)*dt(GG)jVo^
z7TO^XaKlj6gyTwrF6>@{`6mDEr%Q&1hg0AW+DI)?@@enPsK~ho0)b3x4He5hi0WYp
z;DUXN*-h1Q7Z$PBwD^kOMdZDMJN-h$C724@m8}U!)}`5JRT{7Ja||c7h!qIxdWbb^
z?VNg3$qM=|vGnvvDAbiGgc$lkMH}^7u{|1%?l|E%9W$<G`J>4pheI3Zo<dzF>s)(w
zbDx~=PS-so5b1X6b}-qxj{j7A<*2PRO&&}WlBA5y4rXsP8}wLjwK}D|ob|Wh{wq7{
zE&rYLwq|{D#Ty(3u?@tW;-)zR{>=<DeB|*-4AYM`7clbqSr_Bc)sR>i2-Eu42!)iA
z7~P1!{*#Wxl7ymG=w+&LCa-Ur7|WVC?w>nZ4_yA3?;MRDp|PtP9P4AEqeI|pj+?>c
zM1jv*%@hKoLkuOATH<nQGLoF5vJPoQX^Z4QSMBjQ2UbMAZDr%R{>rB2H*nWip1CK+
zEeK-)&QrcN8`6+|etVo`Ya`d$<21|t1_@#RK=y@swVT-E1gjVR?$&74TTW_rxi}rH
z>(gwtI&Z|y*Lu>)FfvzAsiYx3xaR3t!*HWOTebWapHYbn7$}5Pk~+{V-EpWF%w?_C
zG?-^b#>eaEJ43|*-K6^4fy-x8^8bg}w_RVxd{!Q4IN|wbV`Ia>nZ2sW?Py|<9lQuc
z&O9QjH#HT(pX9espj1TAb;a~#w1ovpwSn=)53}0Xc+t|mA7HKhM{KjM7V%rxzfBbq
zw6=`-DwLN$nGWKh@%{+0@mlr$kDhr3sLW+cb6;78-n@A;crm7#rsa+z@o`Q29Nntw
z{|dTQ=stsc`hrWrwJ+w}PF+HjfR<G;-}zCBRXJ~Vgra|?sTFGhZgJQ%<(|B1DQ!u!
zY2Vw=M<Y)wQ?6qem2ff`4r|E)F*X&t0uh?k>|MkTm5o;bOA+A-YK_u}Wh=-_A~HH!
zvwO^YWj{>>@$G@yM02?kYuo)EUnod?v;Pk~tpGg-s5P4i>_c0=uugj9^=0uJf)xR*
zpI4U&44s9+ygPlXur<8Ep8fgsV4a?uU<j%XrwqHEMvfPgfWq&$YwXDK6QcJZObQuP
z&vYDuko#IS`LDkRhOvag98*jS3~dR0ZiSZeI%@fDz<K2MJ5m*aVPAd2m;TiD%9SgU
ztu*aAwk599JLZ99>Cd*0FMdD0JJDWoCsaij$p7U()n|`2hcQ*`eGQc(YfeZeYY*E$
zaM&j<_9~#EIcQ!;V#wQf|5A<VIGQVQc>DnCrHFInd4FAB>GA9=n>X5N7E(JUdXv-{
z#(ReE0w1BoIz6jgk4)+N(oQ6@OUE6TeizANN0Q8ye6ydGm;1D+M*<~|vn{T4jcc|Q
zH#Dd4PPW!`_7&CvF6E>$2edYy!%Bh!FqYjcz8wUkN|&;n0^6peiQZXHI4;~ADymLB
z@>uBV{{|5?I=8t!@n$s7RdbRK$Aol#)pGfw%A)3dzczG*zvJD50^pYEqnI<iyZctY
znm_E5VXJZHRf9|9l9B2>O#|i6F0v{}C}RynkTX#GJmei2>Qvfo^WWD}8vzx4+h)zB
z$;bsoW@D^Pf9nS%1hvB55^GaF`FJ+Lrg}rcod<1j)ek%|1~RPqTW2C8zzD}^{wj8a
z@%adD3go5f{#))<kxa~wN!lvr=K0-{CPGrs)W@E^p<rEdHK=y@)xOt8fub%JFWQm;
ziuRxYOK;o2`f$}h8$3T~1B#WRi@2B=DQYhbWM>cbfK0oYfZ9b=4e=~q%KC1`%HJLI
zD7~KBSOch%jYEbttO?#Yj+>u&g5$3`s^z!pM1B<JmVlyps%m9c12IPgvWTDnscZU+
zteC4oMcB}K$XYwcG+Y|z1)YByxG`b>8rJKXUq_cfibhaQQ-$3!mz)a>i!7cw6UMKW
zXn{(<q{Im$eU$nvoryJ+@rV_Nf=_=0u=dB>W<joK;6XFmPgP~&{1(Re@xl~1Utssu
zt+rYo)CWmJB_?YkvS~COPB>ir<FcY%lq%)X7-Zj0RCSyBpKT+zCUspfXcg^a-;r1c
z^<w45h^tv_!oT<pyxkhmE*R_lIJaMJl9w6YQ>ilM+5;g?F7nerlhPApQy_mFJgq!S
zu)`)*bSGz<t0YV!o|3B|be<!>_>vg$yUIpq^x!-<@<19k!I)#DmGcf+7-xENb1LCS
zGc>P>j%`BOe%J4W+W!4{<c~n<5XTi!p#xe07MIu**SLf=fO4?V()*3}J`TWiI{<0A
z7m)CUydyW2CSaK!#D>nvJDh+|y+P^@DXAd<Ec);!=iZL0oXnmAeDv$rn)ucHcL|EM
zUfCeq<1BxM;g}lWaw#9qu?02$-i}?YrNEg0taOEP>ImQne}26&EMj-6FMB|5GYB*z
z?hE+}GxINODuWro$ZUb@czM1)HB;!PCS{n8#AQ5U@2oFt_nA%Bo=S9bKyE;uS(SAt
zE32OOug@QfinvkWj*Z;MkTf#mUVr!}cQ9U1vAI!+OfEQgA*?O5g92L^xo%RtiMjbM
znRBm>*Nomx#R<nG=~W(m{QbG@Xg95IBGV&9xhexVD`;e04pXoIHBwWM-EVMJK^ig-
zEgNO(qIL4Sl8o6L$DK)uXkwb(z@sJO>jWb?0DmPzbHh;IzkmNVu5I&(TZYLpf+d%h
zD<2%qS?hd>f36N(zq)wmvTho0UAWrhfqZnIr)?Hl8o?jz#v&QqVqzS{CTVm)@qR<>
zIL=9VjH9iz4_wyWB7ZdKMH-1>G@2-lp?PzIquPnOV3~EMKh-b_oS%i7@{XS3oA1rL
z!lUSvbHrpd$fv<%A`_kyRm>h7Phfl{sFjSb*&Dhm!rCVhrZQ3hMix>tB^_9UNzWSo
zQ!AABj-tQeBe~WWA1iNt!hS8M@s+5J`oDGojk;uyAQUHp&hefT8ykj{DpkH^L)9O*
zP3mgI$Ui5y#iNJiA!)M0Fa4fo?>I{|%?o9=$(L2+KE+!FT_^blh;whA^wApqEVa!n
zL#{OTu0d!Ojp!O4>|R3tAbWbK;#T%blI&uXH5$o`Xwa1C_V>sEyvW7r2rze=mlR^%
z>Qe7Hj1%ydwL)l3OJ<LUC3z@m?_+Z*8S!Z1_>tmH4^!THGP<4C9sxhj*x2~-CIzd3
z;uf{y<vGt@T{xkzXAS=`)&2YB<&R<e<{^rfR^_WKy&SP%9NJ0CNzLG@FZ@4LlLZ=*
zm18u9!VaF}O#qM|7t*|RD};YSWJ%&D3>LV0x}8;JTG-YOG!f@*c6eugx0=R2y)QJ9
zzN{mYh_q(|pr}&A5CxIqSJqVZNHx?EO*REJOjYVchurNVV3}Dvz4Q)XH4^BMbVEf|
zbv_mOv_YYp+TPnoGUWiM4NdCM+*Izfc(F!|Tr^hGja<OX_F9jNSug&Dg77+i?iD#H
zGuNiCBO#oPH2<?^DeoVvs2xE@;c4+p=Wn+@0nCXUS$un3CI(&P(L1dbV>e@W>`bj<
zN3Me^yOFJ<EMc@aUxTY%><~pg$xLK{W}*w~Q7ShguBad_NmJDC1U6LjcZB_$8hwy?
z@7HxAscEvDbqS7?TV_l>_xWS!Wxmgv7@P<%((>0rONu&#B&8GcbE8Hf8He;|vAYa4
z`&+Aj>4%;UsO>dAg_3pr_NX`Rw|9~|684`SoSn`ChZfo)yVrf^jaj~&+vgF#mFSXP
zyeun;Y0IM*Plm7CQT!2D_Wk`N)uyfqNgQ%$>|GzzK&=XJ7N&#>P*n+|y|6j0=({aJ
zHt&VAUYHus0j;PZC8o;3mvgA-V)rw<SQw7IlZk{D*J4$cu1L-w^B}qUW_A)T-t$#x
z(ZK8HBGO~+%JNY=U2PN+kJy6C+OAx?aTzNR6>LwPEG`eKs0rC-(calizU;(PUIXqc
zFn-^bdzi173k0LgFf7N^)U+lz#ry0{h0r3rWf_`V23*6FJg>T0nr|+0hQpH#dFO=2
zbZ7?oll4%ngjKq~b0rXcMV@ku7~xMwF)bPd$Rf19k<~5v?w(@u17k^|?rI}(_wB(L
zv3Yc|-_M;oV8X%x$I>n@&lM)$NkR41ziI(^-h@R)u;FN4T`RBj&_~8>J&4moJv}nw
z!sxTm$#jHu4<>&<xU@4paqUl?M1bZdOQGR3WM#Aoq4mm<^U^1f`VXbFK-<@zA4IGc
zDVl{U^DcjI+3~&(DN%y5*N^|s*J@IY!*+6tnsqd~CK?7hJY4byWzn&z!v%hk-Q`KY
zZC>rq9g=n^AEsJTgXeQyA5IKqn5rJwCni+vXBOMWiLbirJvN#5xP4+mE3NzdYi>3J
zWAXzU)E%^eiGvk_j8U!(r1W|~;$^%0i0v`nnKdrp6e#+3G-zTds0|b984;MVkqv<4
z>LT5v`OAedaPQcK=5YTbuAprndB&HJHEu5|DjM6DjxH^TxNY2hB8G*lI=*UrHCWYq
z{CeI0WvbLm2fopJ<YPUF;EB(lB!6rHM3jM1FpY31P@d^aoEi7U8t;p8i<Wo7@9awI
z*Y8Nh4LD#$O_|Ght4l79pVBG?{StI57zdizsf*~9&s{s@j<(EM>LB@6kvjlJslbJ<
z9dLPCCZLSXH1EJz89jOjN)_8X!+vw1^+vtf4<S+|buzg-s1h>C(^<CK&wGciuP;Gc
zupRSV5kS3<SxclHGX@<%9U*FY!D|Uv5wroDG&i@*7*Hc~DlRx~c@{$;%6MQbov*Tz
zlGj2z_~udWt>$4eWsNh<q&5tVEjtmn6AGh!`}ZdZXW^K^p87wi{WN1%!`p2id5g8|
zXA18EXTFH|{7SEjYX1gSW#XWsEELw;&XjBsfn!GIoA7vTGgF@+IvS2Oj5SPb?6%~k
zonSm)-=1;&@6V3q#%e6BFTY})v9<mi@xUx5-WtpswRZ2*@&!+#U+jJ#cz5}-q3N+#
z>)fR<@R*~<630!ubc|(WAZR7`Ic2FyvCF!|BKi4>c+8YGwj}b37Y9|Z2kvt@i`eZ<
zJ+eVa?Pyc)+3efN|Hm|&oeB7$tUZ34f6pZCN-f5HeLvvh!#6H&z-YRD!)lHaWPD7o
zgiS~$s;l4N#7Faa{NkbpsL#k-z=Mw+JDYF*?i~AY$pY{^h}U$Y9;KAp^SeXROB~;B
zH8&@pi<SXM4Ti`MLfoDWr22Rrjb)ckzlO_AvS!rdtbK0cOii}`;_iu?Vkc%a<t78q
zDeR=Ks#D0T;Y}WQn$s{PnICo+m8*qWh2w6ig2c)Gy+8LPapYi9!K!W4%pAUp%|wv;
zc-^<;#DisDm;$q)&lbqP-}k&A`B#?Br7k2#P4{!7pd$MYJ=6u_#%ykiv8Aag8EyZ)
zuprHR@x<mw?(4t&=jtE-_P0jQnUQN<Q+^pT)kxj_wLy!{qN`5?;x&W}j#wVixSFb^
zX?iPaAZ_33Q?7@C|Ng^2@1)L({BGTvM}?yatwUq2qW@_5bynfJ0Fj_#+s#!0-Gh!n
z-PR38TnTQqt<J2Ed@}t5DX*OW!rvI^lF6Sqae@>uybb8_2_JrZap1*T$*iYj^aPL2
zgXZQy|JC=Ys*1G-U@~GZIuq-gsL^fd+~*%F216SCyE&|pfLq2_Wlw@b46zS)WUItN
zK|w)}V#gK{D)qveC|T%vw(Xmow=W<0r&p28=RIsZ7UD!~x5IYWgHcdCwd4@IB1mPg
z_gELXevS^hOdJ=HW2qIkWUl_)D+M;L+Ks{WR>NZahLzx`D69<RBqhn^ca*G>b@0>I
zdtBIbrN_r78<H0%KCre<9a(4p>lgpXrd*M6-Ir4gK6i5(AQEfB`&A5jsIH;${I?VN
zj=erPui9N3hAZ!t_RY=bBcraxDF1jQ*#)@q2g26xF1}sidzV>M_mK$}(=_PvJem*K
zze-5R6LPHOq`>Fhc+4HO_;%ckUGO?VVpQ7KIU_p1ifB`4nr2oivGsX=S0-=vE1Ai~
z8yt+fIp-;<o}7jo(QWtR+AvSy(%rN)DZ#5szU!CYmG(`z92+Naem3GZA6RTm@6cDQ
z<7S$m?Bq$-`;iK_czQg>tM|ZQB$xbnFkjgBq0xboyP3n*`DtO1Xf|I9S2lSK;zvw2
z8$T6P{Nr^P7Sln{*`uk+jp)gAo}&0h9?a{fmsWVq=9S8ZIG&FdN7(?$)_i<?7{^$x
zpJ~rRCNs+KCZgCbGh1pa!lRw2J57{?b~N>Q(d~66(QYC(KYcJVf?}2#H5gxa<{;LV
zZ^SM(dach$n!JCUKTO^~V~3i3XpDJ3#3$Zd#!hwAKcK-MZ?rLws}>swVnxXhzaJd?
z)P#)vPbdDws{XP5iK>G(<fat$oReh^IW4%WhO=|OzaAS8xy@h8X=eW6f4AHaUs#Xy
zypgm`XpmRVUheS{YlF=1Qj@l^9_GnelknYRm*4NjK%hYZ_8m+&gB<+8BBZ!Ho6o-T
zLpdSO{fO{^$*kD_1FLoFCE`SIG`_FAmpPx{YVw^%a{s)sDgf0PAp>6Ij7{a5=vl>=
z?Ov?U|Loh(y&v&~8Hhn7`z+#IinL)Y1(mcuQ7Q;KJ_3;^!|u7ZcLuYhMnjf*yPhPZ
zqkdHXa6VR@mnggLtKRp4(>4BqDeM=rthW%!=m5D+H34H#AP|KdmTWRXaiZdZ57xr2
zRE3e18dLoVcx<yCgyRZsQ8_srgZmVpx&U3$hX({ir<U38dzzZC70v_ZF|1rB`wVo#
ze%o`ic^d)!c@muF#0Ja%>;@_>lYI<Nxz$fe$acXE?=C?fjz=0fPe`9eSYdzUWzOyQ
zFnG8P7?sbJE4MnY!r=z0HBUG@hMg%H?zr(<eg8idG1xSZ2q1J^rm@RtbJss^mTA-L
z4>FV>4{SnQH5r9bsyjmWQW}w-i{vy=^>M6#`3hJ&H37u1EPs(dlz%B8Xz|$afLpg?
z>qbiN<uSrsYZV(DHrDw}^t9#o{M$uN{$k*cRBO5OZWJe9E;)qnyE8%tW(KBu4trZ;
zj`}=ebW-jct{ikjXWLd5E9|6W*yM3M^nnoj_|~!+g;2zok$;_nTNs|VCz+dpfx-uK
z;9Ws!>MAOiZI!I7tjL4i<a=8rsjdJ<nQc&lRx}0KQOTJ9Gw&G@UsHE)`7Tc~kQG5w
ziI;9N>P#DL9UVS$$wK2gNiU4Oh^1;Y6}!k6fsis}+)NiV<oQeu9x<HWVWgg>HVn_1
z)Hkrhm|Rl=mB|DTxLeSw)vIfM8-wffr4|_iU@&2l&R-Ne-xA+X<}^l*$-xpu#DG<t
z{+e4}`C$X|n60b181~+`?z?M?S#N1eZDiDD<oP|JOU71NG(NwGDZ9BCNxztk574}^
z1q%&u3^7*f$OQtFqOYpJP7`2)03h&&Fc^#yhb)lPi5J22ZzGGVHFz^|ojZ5zXq>70
z{zo!7vjRjbA<153;(}+?C)2{C0y<9|CZn7MIru&NdSy1ot{#QEKZqX7j$q1l8<hC4
zJedhxf@(kvv0FmcZcpK5hJ8eNMI&6$)jQKFmJey;)F!(MTl{>iX3}b+P<^nl2PPms
z%qCc|Uz8y<sX07(Y9BIXkR;AGjK905(T8W}MwX?pW?P8Sn@{a6!9HLP7C_i44@p$r
zw=Wx_Yi?NmW!-6cQc$2rFfy@kA)1FE99zB28cE>o7gdT!yHWM{jX=q{fE-VKu3n8#
zd;`;k3uqnhx;$kJ$;nMOCq-?$FOp%e9bnEoEo7o|9n}?Z;iVRDhN!DR65KZQBMlW%
z458H81S(^>USc4)3_aj*z=}YmgobNd@JT^RK*EgSVN7&=Y$_^+AiM$eW*(<NdgS{v
zd#{k$hdwx_6yC05sJ-6^5%0(Y5Z1vPh;&Wn5_g|ELBT-5>PWad`{ZZcNMnT$M4aiZ
zXxg|_kTQEic1WPYk^1A3uK<!2a)d-&`v2H_@35%Pt!>m4O+sQ46&1mf#D)cpN|7o?
zMG+AZ5v3YYq!R=zG)as`K|sMm2Sw>6NJok$2qH!5&_MxdLlJ4x&%I^_6eauJ`&{oi
z-}lGf*R_Kp%*?Mn&sz7oi$9bL?gIpN=Sr&mMH#TLU)0)EUszaprZqUQP{)Ugg#p^y
z$@UO9-Po;&;BInjB2JoxW)q7!dAEmLacDd|17s739tL=sE{Twlucm}>GRR_B;i_m=
zw6WI-&PBJApCGzRKT0I-G@KILyC{B{tnl)Bfo8H6IfD)?+I#qJ2*=;;I$=X{WL~Xx
zG^{VZGy-w7Mw10J(YI#s**Cffs*S+o)u%*PsOyg{!?z2@?`rm2=8H`j+Hvj1fR17k
z4x5qx8u#3};l0U3At3Sv_-XqFQ7{S_7?Qct6+V%5n>xT&r8<Qv(McnUQpN)DQ-<)Z
zU+$q+c(rGZ*1&Fty4+-AYP-e>Z_0i9TpB&$xbW->g@hnK)~Gm<bz<J&9x`H-(E}3J
zg?gHptxSpahs|J=6RT@zK~vnYE_f`eHi&V~8~cmklDCh{YgEQ?><6JAYm<I)Vphc<
zanFfx@9_8(NP~idRVCV1Fi^d-d@Yc9gDR*~<|TeT=>>ClP8jU@?Q#3@djkpd5;DG(
zSg;8#U{Pr3_Ki+gR#W2x&@*V6c?!}19mkd6O?H%5f#P-}tPA*PWn1Z_SN1zQQBiSU
zhe6FT$D#ht+PmE<T4{r}Oi+gpD;_@VzTk9o{`c_fsBZ429ft0_F36y@5n5m1<)Th(
zNS%!3%a@x1JrrSb<PDtn(Y1Yh-)ocY6-`tVQ4&PRT7{+BV&Bi5UD-M$C=_w?ia-~L
z&glUC%MZaMMyCTjuTjg#oSK~ddJi*{?_Z1Lw7vO9v3z`s4Z+=1Pfw2qQ?gb)08kCo
z6%`BCMun#;00{O--Z@)sB;bzxWh1Olgdyi7pgIAtvJi&I4&<mxS0wCN2T1dmV8b7l
z#c5(WNAPFY+jB(y!!gI~>}-GdZpvB#(Ed5xN?64(R4eeFHaYh}%x>t-?1L7Cz+&Fm
zxL}uyL9+fu0d8;`XHd=oPH19Yx4nadKcdJDa@OOb8%0zcl69?U2wE??r95zz%OMxH
zRuGtWJ7>6%rM~>$nJjDl|KaOuJFngG#ywK)DgsyPDi9qKQg=T{U!|s5(%wL2$B?oE
z!%a)GP*mTZ_nei2p2hL&jJ4Swp{w-gXUipRS9%is&@80Cvw2izIB=Y3xv%-{Lz&S!
zQ-m)m(Od)jHzVo9_ZbJ_+unDXN-`(dqU(M^zP*Kw_xM;wp%?`SwMO&)c;q2(Hy#_K
zLiu#qTI_Z%G1+GehLHa%jH@DJUKrUBA^{R!e1X*yN)1>Mc#)MJ@IQQ=E4{bUyR6x!
z&%;dXx{8gPQ2*AZUpJi2e&kr=Z}@WOh9ey*2002N#W3KG4(Cl#h;-I+(p-{uot%)Y
zQ@$8j)^OmtXvt7YuSngPJ1T2e4wrM<lbz+xRvh5^i8kDidVv<{$k%AY6zCbR$jinG
zYsc_BXg=lv%~mHQuM1pjA!f~_rz&RQ+XbKiq~kD()bLEsgy8~CU24WD>{v43dpClT
zLr#0dtYg{E5kJ>G7Pg%B;Q4Q~#fmQ?Dl_S&g;VcTG~{h4yF|k&ipaUPKmiV}G|f54
zc9-FwcI&ip`{#bgHBy6OmzFgIiRND=>#4EPkxlg=1rW*KGbR%jm*0{vg$@NdlOiJi
z5mDug$fq*r4UvV>dB@0FErh8ynK#4f9zGS@&1k5VR0@XARd)#LG>BhJb6cH6nZkT?
zJYe!-CqU8AGb<J&ofxBk^R2qNx*2?blF=PHZeE)aY+*g`-sy54$t!kh|2vm`{Pw`*
z7a0xA_;cMq-RcGmtDCpXojmTi$aE^HYAm=XlzqQZ-@fAUYnOEe+$UGR^2+nRezwIV
zeQeX&*9|;KyU_`Y`}{)om>lb5$9&$ue*crI2Z#3cUd&L5<Lu+YrT`FfcvTRU@jB-*
zYEPL?Dh6UZ%GIO7ZM_*+1PHJrfrmEewOv^F1I#dK(2FjCiLzj}5Fm(~FgywiTl+Md
z@7$(0t-MJu5`y3Lv@iaVo`9-`f9LDry~<12jz=YYyCR$~dK?y3F0{LE%`&yOJE@=E
zX{0v9cdeLHQ%>X3c!Y-V_0u(KhMh}BU;QBvC&Iq54A)*bq{KuQU$I9}Z?y;KmTX2<
z?cYzXCg9}o9c`>Q0Y#R4jsLx)q34#q0*z`m+zPce`o2J|LUZaUcz6jhW7#jMyZCJZ
z>k)B;?+P(*TO7{|Y*pm6BR}oCBour9{(UOXDDi8P2)2b4LOk+}Qkq=}%W;hFvBTiu
z>oxOO6E}!7mHEWOgd-Q_D*2D^D~29iQR6VXpoS@T0^0VTL#0DZRh4+ooR3TXc1iI;
zlO$1G?G@fz;Jz8#5ub|t)KyqIJeut7WP+G3VHCuCMI6lndS;E7-^s(*U>MbO{1Xe#
zfk|CBI9{211U%=v!jL>`+FN&``dYHq=`bVj-#GHa3nBUX`k#FEbq=rdBJsF_CUS%C
z!gTsr#=U#@h{U6FdCkBut%1Exlo3H>nWRoxIXNlL&L(X1?i($uu!B%*%n>!wX~%)P
z`2%F=t@LefET>H1()hllI2G$}29l^f7i@t!nmgZ$(w6`n@_3hEHeY}dkd9+JQlPW0
z5O(?osZNX_GuPPOMKIYe*iT~<p$=Sf2Mvx`r%`FwIB?^qR{=&dI;RZ64RzEwAMrxK
zRegPG%K#2%kkfP*DNj(0%6VRh$Oii1E+p0HrtKjVM@)O$SLc@;%OIgEVFXOWqe;M#
z%#GwS4mN?%<4D9%17oz8`qvEDk6V5+SMbDDl{cMJ%0Y|_3$b;w@J5dZG>(mnI~Cpp
zzR@`c;1wq_sH+4cTg1Rn);|yakjFDfWQ|+O*t==D!Oe9V9t*w!JV$f`ffwYcj$v5N
z84#(Rffq#Yh?r#ABHf)oo@mIwnF?R?wz3VIY$+=Zmo7Ka7Fi9f>0GWi$Fw+BGZ4W{
zOj^(x3o3EGkpuwgLmeQECyA-I%SbjI*~?2(5+Xt|4MS9GLzF}7P`6&9L@onc2zwlB
zCJh4Z7`GqkN`ku)J}&q$EPQ=0;HKb=6xgrcZzRnm4=k3*@#^pZ&7}xxK7+-5V>j%l
zF9Dy8+;Mb>v^A70uA`2Y6<J#+>R~KK-FVJ0YPot03U`;TG-$Pkmf0EAwqbZF#a$6u
zhYDT6PMqFMxaRSx58;W(MB}#@?8DP!DtWlG9hwkRY!8OgahyfP{`I|ytEY*TM_}Ek
zf<9J5=Gxx~J|-y_EYfpiE^`0`Rkhot#pK)h1{Tb2LZ@k}1`$wEh9^1w8KTMEfSC?8
zcslZE;OXQQP^Ik9j;fZ`hHlbKwLVMA9zE@10(5Ch?CHh*=$Wdr^70UBJiQ(Znv|ES
zo5>TRT!8MX4E|R~3Dx-I>&@SdRA3-fhCQ&pvUc<o8KX0+=(Z>EbeJy(eioLzpgFz-
z@CF{~{FDhWRJC~zVWTr62C!3Zigd8IKZ;wUEAg4lIznk^04b~*#y&Oqyj&>(H>-9H
zfQ*)j$b*uwfrfym<g89u6+spZE7`vb?glr4SW<Q;YPqB27)V;_AeP*3bbZ!?n)oyk
zBSNEeHU56q;6(*WN`$+0BrqgU5xQh37_p@kWyOpw@kHj|fZh^>>u?5>)7cwJygh`9
zGv^Dins4m3go=J<gsd@7*!ophR$M5irZh!#ePZzV8l$Wh6dY?(E43KWh9s^nJY&{^
z#_P&L(TzrJqNs!&XRDDyq$<JG6g@Cm)}4%yt6|Bo@E}~Kl3&qE3(7_EJxiyaI<`ZD
z6)pm5q#U1D4Kc9DVyuY+BQy2B9AATuRPVkcjaM+HRrKzTJets&zPzC#BP)9<34)c=
zjTSh3Z76)BpcpZip#Gg?rBJ||yy7r|o}4xc4(KDLl_X(f!mVD|-NK;#0JGY~_G_BR
zR9uM(c6nyJ%@F6*^wISB>3~j%3DYu@tQ1<Ts*^0_Od6|D`QAxL(0k_8h9%PrGNqPl
zyIy1E(I?Kn6xhimXsI}0;UEx4qE_KPfXOl<Kd{%9BSnQbCom`D>1r)};KU6>Tr2N;
zcQZP!&9K9(rzi|!VYCbpMN<NY(lT@z>@m?i%rJ@nL{xwlYfz-g$-G61diXZn>)~E=
z*>{<sZ`>iJN^+UfR)S6bB9u6mF~5T_8Zf?m2MRF81@%I6cmB$YacsbIcZsuIc)W4#
zEYso3#*G%mk$lv;HR}+RWhpjBu>#~bPfWGOVN9(8L|!kSUYOL&e%q^^Q{$t=N!;V>
z=f=IkwNB@CZ@u#tCmI<-f9372;Do<Q^<f+6Nj@e4lIk0bCKu4|8K#CdP#t6jJw?u8
zas4_zSa>@xU=3!Vhx2_*01TJk<)qRq>-`e)jBsNDoG|ZLz7E`UT~w<&BOvrtak;ZU
ztaSDSyLEVCcE@dgzJO2_aHPIP^p{OfXYCdNea0d@4@R`Qv?%dBK*8{QfcjnBff?XU
z9R*%c(cHyewWZ~h#;JmnUp48kMzH1P(<4ftB$6oSBT(oHA#_xX!?3MHte<L8YVlM1
zQ#z0PRI#Uj(=Plp)zD{o!9~_RQZ%o0=TKieYdr^iBxJ?8;r|St;`oddObtG}Y68hb
zMaB2*^YC!R6f>oU`Qtqd`-jH=`<?SdH$46=_Sb)&!HgGblYd@%@tVsY_ab&NrmTkS
zHXPbH$UdLL)YlkSMG&i+hfVFVXVhN~aoW^(Tuk21Cb*Iw>3Xx~H{;d2-iHXapV1np
zk8epVk6P}N`ahiM89qseFgqop6dJm?Qykj&pIH+^jkg!uNbQjbkGxMp0>nGy#XpDA
z)mRa+OPw~~iREys?c^_hc$~VG_Wsh<cx*Qy9JVLe0WYsKhtdyKd8$c|450op{(3j|
zZ+4SvchLVsT%W&rhCjxX`lO5|r8qGyF!4Labr&o=XOc0&7I7|-n`K>B#GXoEUza}%
zCRp<CoyPCCT}&spb1)8^fRC&tta6ppI)KjzfYl<#<57(N2-W)@Qw}xpW9%0!3;J*^
zkgh!VYNia6QiBBSQ&E}dUF(6}{O%?u7i;{0(v2)M>i}Y!!nHBx)DzB!Q~dD5*~JCt
z3i5<2?cYC}Kxwkp#RhurF$l-J0DRr+no*$Knx_C`+C`MQNv@{hi#D=f(D1-iw}YM;
zJ{%bd0^(ala6b7)kgF(O3@v<7;HFW4*~aZZvTrKCk`Je1c7K%ypf7;vOAeO6t4UYr
zEb)4m*gC*}?VS9HBd!znByXoNTq?2#pZyu^h8bcNY7kS@Z{!}VD$W^3ppzdbwohCi
zyT6JX;d}uoz!|g(As+-uLL`=#Q_5h-WI8R<hCirr$s6_&`^8Ri3jboP;3H+AAd6fA
ze0DJ*+5w-dp1_FXGU3L1#aiytymyTZXI>n>ZHl#Mkx|Ga`l+IoYilrRq#<$GQC$p<
ztP#0&snfRq0ZlmKPu^vJmVB|PZVe^e8m@Pme8+~HVt5Aop`6&Haw0T5&Yt|CWt<i+
zz(`c@@wf%3#T2I_E*#A!k^Q@{TZyqIa4@<q<-bUW$MQR+kRptcO#ao&OrynvQgbjk
zK71h`c*UE-TdCZ&LpA+Jp(YCFUBW(!7$`m1f0{hQ)quk}Q0se<H1nX`XLKjxM4dE`
z=#ag_^aq19ciu|QYs{PaHNsuFWhi)qsJ@nhnWSmazgfoqog+$qA3pRIale`Ts7lJ2
z*lp||vy=CjVuA6*!3F)q=~KhJKl}+loI)RjGrrSpe0Z^F=GlX>xN-ZpoX_MM@Zo3L
z#XZEs{^!a6{qEfV;vOQ5xGgDrAY6B~<|FqTeNq?leT0*6mMd<vpVNmcCM-SPk}qNw
z83jDj1s8;}1z3w0k$90B2U}d;we}=aBocRz1&SexG^^$37%o4|nBq_?0)z{W^pKx8
zfh$qav?9<$qkaT1kyjHfmFqACG?#yHs-0}1UYm1JJuasYFM#d?dw)9+(ld!ELnbv8
z+$F#IB7-RL(A354atO|{C6V-(J2?KVe7+yP43$OjDtD(ivViHicc*z+S7Sk}$Bui2
z9<iBHznWSA%5QO<$An)0oZgEd_Srg8KgFKLZFs%_{GScPp^xG5SO`}HM-U`8W;icd
zLZlN6vTOBvT<4RXxyNAt_C>(LQCr`CT+gmI?QTwS(rBaFGW_D3O&4+~MVtuL*eV-f
z0tOK6geJwz1nl*$FdSD!8vMftgFnz_^c&u1>*|p8#!D@SWhd#&%Ft45s>ggb+MQE<
zqnZBjKBdn=k@6r+1}dnp#S{($H=FbQZLmLRv;diSMkl9g4wwCK@!OX_QwF_eb&tX8
z^vAX%gTw|EKJyGv>j};En#pI*bJ|5a#uPJndTa9OY3x0yW>m7)DgwvcorJOR;Xcj|
z&zLa6dAnE8ZwYk$o{n-ThY0V&**@$iEMIl%XVo0_x@;PC-q1I|b6w|rpC>jNR$!?q
zZgAnvoEuVC{=<FI4ugC#a1wKvKnr+48lKVKPf9Ayc!Sb)B)r@@P8%}#htd~lkSHl`
zFaz72DFVj}%g$cR(bEy5=GJk86*5cdQ`#}?qxiGy!>x+7DA!TQ7QuUO$movNM%R99
zczgTZ(aI$$P>iF%w*u@JF|_`NBSDAJj0-z>H~p^PS&%O>$)9|l7+*c*0<)-e1b6!+
zxJl#^@NLrdp_|j&T5s8Iu3l|aKigOp10V`0o@E_w(<GF_&M!sUv>TA;UI5eOH@*F@
z7D91ONWlhdWn^REv)DqxXb(szj|oxdpig!`O|ibyCBMAhw#%Ulhc1EL(A~-P<0f3q
zI)b89Z{@6<UR2W5%H;=y(G-18CVI}4S^ncs--NBxJ2#Qj$Nk|ZHfwyqSR%MrEMkp0
zW3D9ADQV?ehUD=m<8`8);LE6Ca-OW*%|5AiH>bE8SzC_>(ap#Ss|ywk%V@XT^TMq6
zCtdGjG|{AC*ip>-O!K#X7Q4TJbD2%2+QLJZRgiWubH{uQZld0h(FHx+^LAs1`ZwVt
zAm;2uGp9|c9R)mNmY>GIN^jE=4wf|WsvqqefAml)Dvtm-q>5-S=f{prajW|otuk(B
zf4cYnYu7uG_cr-o8aDh>qjY0CUpL+5=s6eGXE-`gHV=j`L`Nc=qZuV4S$0!WJhiUc
zSlV^lf8i{`{!=_kMsl8dKZ3*+nL+7~ge7WYYhbFUf%M4QEyy&k@CS~U0=L+QrA59l
zT78n%ut+CF$E3oZOcCj+(%n^Um6ddCgaSnID803G{Px4=(Jn3=8;mU`zN~mjs<mV=
zw--}E)h_c<%&20ZvBt@oNOTCBfz=gppa#FI6BlQqh@A##XZhnCa;NOVvFX@*$reN>
zBy2{D>OsTzorL}sz*nuO<qDbHQyt$0U?*_r{hifkp}<k-=flAN;LjY4;PpR{H)}xA
zp#k$TE;reqyF;}`^wrIBg(%F@t7#@Y$VW)*n*bUOD*-3qM=`{dQu=2-X$XW>7qc&W
z{{AUe*voZ44fD8s+(@}`;K$CDrEsj+dE1$C401PXIh(cE!fN>t2iHoS;?ffAfO{eX
zEL6|bz4q=Tq9jolGgjrK=1E%((_U1t4m3zINM?VKDcj!G>)Ss<ITK$PX`vuDJlda@
zwiQvHEvywG&}un$Q(nTkqSMEV`L~6UmRi_Q3cPPN;IQ40wo1rY9KiZAz&+Y1dufn)
z&|%HMVv-tCb}A;|yP8mDEvBIiY4f_>IR_}W>d6d$B8)a#5F&`@wAOFLr5hLpA7s#b
zRntS)bg*x8>C_4Hhv8DdVk7|^MsVP6&ojbzk)>uz;hAWB=b_%H)}?5O$8_sc?pBVc
zNaQ0S3QGVgvyyNzegOfENakAA7=H2)h)L8xnT&bY;o31W{wnIM9VGjCvWSmLb;*dy
zYGSVg(oFia777dYaJi9iDZ0(Q&6Rt{9FS$sMz?Xu2jOqoyIN{NL*dw^A-j)xgUbE^
z!-7T()PLE6ph*sGvsrjXCM)+EBak{uJ5?>E2o!Q%qmVTTFeZt?FVpTT_-zXAxuT1A
zFefL*sg6Cn;j{bcz{2T4)O(iFT_4?c_?+(`Clpp%>g{P$X|_lsMGvyHcyo7Df{i=w
zA}e;f!>hMuc%ZwUOvHe<1@F)fMWzPUOmoM^JLr)qK0Ol<_)WcOY9|Qi6#a7ET3y_V
z`2Kp7!}7TtYqmpyF8tCYrd9ne4EwF`bvKFXND%g!DOx8->FkzfrDlz?Z_KOD-aa97
zEvq}JD8{6EtpST*u>`iN#4O!2r|?)V*|p&;>}`TU75U9=01r!u_p0zMf;wx!1_Rw^
zg(c**Ed4b9`t=G;7~$}e{)S+|C;%+x#+W{uf)bU%Dr%E#sqdu~c0U!rE5a2#LfCg@
zei9da0#IemMe2wHMbO!-t|jF&J>w!lpS!my9XN2k!?TUEJq+xbDD||yFC8IYQ_6?E
z-$-5>RF>aw#D-FIs2``Bys-*pLM?LllP4r?b{>*(#4I7WK!=8YL=$*Sve?)NP>f75
zAIgA-#vI5q&OiWguNx)o8La1Hba7%7OXd1%K{7a+@3*z(T0;c}hB03l$_;dmjdsqf
z<YS#?yPJv&r>|ahjAVH>Bgm#)OTc_@MH9=<5I3X1C1Xm?;DBWNK7Z$;=vQ|_hw4Ca
z!5OmMc_asI8YDA;MW?H-fg_<N&kIHuU8%$McUxLob9XR@V1bz;(}tU<MJ%!i?n$I|
zFM9R@C;bEquAnPGbOhmpY?#|_kSp%DV))UXLAg`3a<~Lhh$2wwlH~O$R7;LxTMm;}
zI+NTSrA)E*Ik7mBL^G<3VneA9Gu{?Lk>4_HWfv3F&!|E~uaEE+4bOK-VL1cuk;3*$
z^`oCS=iQ|7%cJQn6=HaOM>L5DGX~tjqDT@OZiWmSbd*-xH+#B1#CB15&2*AY&_s<U
z)8P73@-Z9&QoqHOllLu*C+8w4J1EN-b5EAM7~2u~`Yj*@?w5D6ltxjgX^~*P(1!1C
zc~|y>Vc7c4H8={@f2t@6Up8M}ndQHMmJ=R?w&-{XYK`QbPAxKwLMx?xxSk-fz`fp#
zvzqrC!8dULS83%Ms;|P!kFrk_V9c@^{<7akj~0FIS}Oai8CXWFhE|fX;;`Cj&Hel2
zxq=;Uctyi<bLJ(^KBnq3(K4p}1RoZ81*SM|@#vH4p2v)ASZY$hLSWA3{}8nZnpsCF
zk;~z>=L;xKktU8hmpQ$sz5m0Kxgv99KZ=UD<d)MUc2Mg<L~mjr`;hId-?@TUTW#Sx
z{Dk)#B-9i%^}$upC`t7MKo$~gU?QH?k4jvtvy2=+!n$CoRI-=7OXv!dzM-J_&OJ{)
z&UXynIhDJsO;C3pt{)v45@{JODUD369Yn~^L0ll6j74JRmr&e_3=YFvV>>RJPBP$o
zLfH&Mzz4l9e82{B=Q<3|<+>vyB8<l|x+k}naTP=5Qalw(u64U)ge(EEcIA0sGSKc3
zliA9|RjOdI&Xnpy!~;jAvX}vatEvyt^d}}!7sV078jDl?!%x1s!peFC=`RB_*cyEf
z-z;B-_X@!dQz9>ORjW-9m8qzv=DFb3&6_gt|MH0036v^21EVPxhYrl+&@8KEQ6(ln
zR;Wh_#e*mzxH%2;FcxF99{B9fG<-Kjt76o{K?QZUy;r^34Z8^b85WtGEJ0X%%uaCc
z!C5kU95-m8x+#wFiiW=+Ly`fdDVSU$L!+|YC2(62Y4L*J&<V#|I4!W@VM;`zgagqx
zErar2V0ju)P^!RNw_>La`0rBk*V0|m4`^XOw-jU<(iorAcOzq(|LN;T4F{4e{QLFN
z^nd0qJ$NEldG4(p$`4-4bSkPpSX~jR8iTiU$x~D+e$)5sy^<S>s?lo=A_9Um)~;`v
zE&qMs$IpUm()@?`x_k$JN-Z28?z8XJX=Tg8YJQ2n%_miQFDwk%W%G_2=6;{mgjUy?
z=vc&aCQTM@pXCR`4qX!-vW7mV4#w_R$ncP^j3`!){&U(Wz?|R^5p=kI0A>=i;92^3
zMtc|BG#+Et&)aLW;D6x7B^v)<!i#HI^Zwl-|I<k`JsX<-x%N|nZghrx;tL@y?aF;)
z-CM@yu!gAo<`zVAp%w?aWR|ZqK}Y1Cm;pbkjRq8$6th8Zn@BTzYo_cnk4$o>CG;87
zU~#?gjlnop1XF?hYE{$a#5y`K{Vf32!T6d}=X0(aBba!URXa-$z#jAv)8_(D<wY@&
zAox=HD9D!LjlbUf+>Y#p#8g0!#TKR~ff=m;&vN!F7$_a^JYe*Mk6?NUunov(AttdI
zmx_^;YSxt36&q<IkcZuxRS7G-!ZjAh%IutT2F4OpLB;E{v_#S$B_x{}?3^aRe7z%l
z(W4bRb3dw>k;bGqk#^Xpb@ytpK*ZLR@6(8x4E~9)g>%(^LdDB+lwgXy*wZHgR}ID*
z9{`JCU8uZ>C>|Asv8*KJs~^jF{P;1+DQV#EaeNHVuz4Dbd%6&vlzSJ+)_S|I%gwgh
zma9qlGT>6jR9moTEsJk?`L-2tQ;>5np38gxZzy?r|B8}l{U1{DG#T^x##~h%5_v4<
z=O!;vv%<hJ3nV3+syW+4Nu{3QS4-4MYC$wL|I+m+{8^AcDX+-GhVr-!xM#9=3_q}y
z*w<TnlrbW9s?AL(0-59}xK~uqkH<6pmd6(^<b^>B&Hs;i*sTzGflD7v4yZciTLuR9
zIL#yx<;$0jX$!0^W>)`Fbs)<zn{W2t6~-BwOa9GOjJ3+WUK<$l4J+lfp_M`lx8<(&
zT&*X4IQ3WJr%H<o)%C}Pk2vzLS>s@>yl<w=7Icy^4-EES*`2xy>rlO_c*-bn+slgn
zGLJEOF&q7sV0(gJj-7YdC$MVZMH|?4gUd4RPK!VC=r`ids0xO=nwO`bJ}vyqq|lH<
z#)}IMA6KmVUFAMm9SLHm-ll@2p?Vjq`qisf-@ydUu|^w=mc#XpPxX3j8uPp>8zfa%
z$1$!BSAB)CEQPq|s7Ls2V4q=CO;c_=QWBB;gQNnOd;UNkr7VzwWtk2=kpuLF%R|d`
ze$b0MTdcVA-s6yll#5QSt*r@ornFJ|QeZ*Z0dgNsMe<h$*}!3dso;Cat$~_U7EOTq
zNo$OjOwnYL?auwY6p+0Nz1SZ_R}GpX&RCgC5se%CIB+oDLM*yrd(_|{MSdUV#4f^C
zP4D&MP~Rf;sMwngO%bVgTR2!^_|i^{*(lGD44jD?fak`5Ti7*lz#H`#@!n75$#Qwi
zD#k?Y^N`5>QM9$#k?C{Njk}G!{E0Ig6W1VnElX*pYvXMiMglDRx<zU9U_1m)0rI=F
zK%*)Ht>k{q5Sn&h+k@=SA2ZV^d>pR65F}7C@~=3IZYX*DpD8d7a>|}V{##F^t`ZQ)
z<yBEuj#XXDen}$@O%Wa&6z}ygJC^lza^qfaHdn;8e=%r+2{?6iC}W`o>#db@B5{vE
z1PNmcVhu`jtgCHdmrk5H#!U&?`?gL@7eQWmuFT$NXMw661&vXF`+N4Ac)Ean!Y)qj
zeky{*>K!iRivDM8kIo-SYOofrVTvc6YX>vp25oHQQ?!0j>OqNd!jS}e2OZeGgkN|z
zocJ-Y-t#4-ZeFw{440l8Q6V35YI0W@uFygw=Nq7)zK6^IG6=^Bpd}am_M)eysOYB}
z3Wz11InBeRU`BSr+t+IdgTS4s<zVL&9__5~dB`6BOaJ_~uP(*M)&hnbok89ryeirf
zAm$vdM}H=W)uZfalq77W9i>k9#*+V1!vosl43bfozjLZhrM8%wLNw(5+i}t`5>*Wv
z!}J8x`Z`deWVN=udiaUnZNbC+C<8MHE6Z8T3b_jjjj)FhJThtwwc{cMiLUK~2QriX
zst19*Fi@n?pT$h|vKD5aZSHsGkVa7*B4GbDgU_oYfmm!}BJx^vyidn8K&k&tCPE+>
zXKO&}D~c6ZP?^z3T?{D}g-(O<7pp2Ue#g`Z^Nf)3fNi+d>ZAJ)iNiJE4geW<p)4hq
ze^my`BbQZ%1mSCpQ8=c|6`rU(<}f*)6S+)sCGDwCcA`6a#(Ns0@e)oX@R9nr43*M(
zXz--Sbc0bfS4I6=mcT9Ykt6n6P6DtI)(Y%sL}Wb{uM?hpQ_?yIR%g8oi_UxMQHed#
zANWc5JT`StTJ2W+Oc^ckr7)lh+v6kihUSD#6%Ch96JDb#5w_+#nxH!-?M0hl4L~!`
z>y|{zhT3IOX#iahn_*cp34J`?n!cSQMTWx-3e-i?lj;o9NhBJs*$8SK8XUsR3mXW<
z&lsfaeVxeILUI#}j8h;F={QCvHhMs(KL2Ed34b36)}n%UNd=<KjW1x57aPgnlSc=c
z27<qGo`v29_<vJ$qUI84%mMyd7WAaS4u;nzobtCvJh)|GIsHRz6>z)5k5ee8+?B&!
zyf6{R@>)wRd}z7j*7c~w!V*cuK@$awG<9?-#30q{E};n0O|?L3C`MLwSsW$LqYvD9
zECba+OOq`W5jz1P>Dc0Wnik26++(^5S<vGZn0tgz8>xuo)+c->%oq#9%m}&0(ncb$
zU_SO3>cu)pn2i`shib8_*AYMj_U)!oEPW?Z$Rj?WiG7yyEqDK*Ab@?n+ma-gO@lN@
zGN=MgQ${Ovv|_L{_cIy-ss0$Qq^`b@sB(kLcChbSu8H81hO{`i!2@H{ZYzsoIpQ^<
zV~b0`+44vDEzv+p(6?4S;YVgNIO%7Q(|HF@LIU$D(TvTfU~tQkbPBBm|4Y`>Z$++{
z>xyuU!FDw<D-p*_*_xo1Qj|lF)T0dY)Zq0}kP20o-^L6BP-s-_vG6jvSyR*A1Lr$`
zTR2@GcGO^s6GahtjqZUf><=B|m2C855<0d$t~q!2#jXpDl;!%}QCU;d=WGf_%4OG+
z$#oGhb<XBh#pKmQfEno@3j^mc%8`Iu_?MoxuOVkKvwe#*m)>OBqB0}{L{^MK8d#|t
zyGfnUop+J&b#kOm=MYYF53vZR8!{Kpfv;#z&U&!bh+`shChy^|pVR}WH^W;AM+FZ-
z<4~xrQR_=32+|1ZfxuSla$+|39RZsou)kz3VUqEAy|TAMz8#^F7y+x{1}@K9%zTH`
z$uw#MW{Wy0wiw0d_-;v)Z6aH512679Yu2pc>y<RDO&#Iw&YA;<6H<@d-Ir(?wNdn3
z@5-$aa<j8rx2VXTFKy6W`|m3!Rs??hB-orO(^+I&@)v(Zc%Db->U9nwr^XUxbu`|W
zN{v11oT7~szFIUkX3{b$bF7r-&_veAlXFHX9k+^IvDZ9$^He3(Mfkqgk3au(o=N)S
zmEPw2Spl)(YVq$dW$D4`A4tK{GBbh+T$Ct=rUZ+TNr<NhR%1zeEHa5@2r&dxeT=N#
zu)fYB3amD0l~w#4_+a0|nKF9Gl;A^PxQ@v>)zarZ_G==_{3OZj`cSNX2_ktFo*MH1
z0iB9)%ZxhB6w7;=ts?vo3^EJ2u`sGI=7`SuKPAa3o^f(;?A+-Q$2ZPkLkq6r)Iif-
zms0X_4+-c9&nH?I$pfhk2Tv+~GxktE>xARlya~pa?*807eZKm)<T^n0Com*``0d)P
z*E1Ibp^hpn#)B><78}>a0xh1k!#bAB2-tOlK@fp`tWY+@UGY^?W)oFCWtgJUCL+Mg
zfrXhn&ld<kM`63$nQRn5HCU(cDSK4Ueuk%gw|;qlrjdRBljSqFe>Ri%`r-jY0t6@{
zn&VyfWIeP0iMa3r8e<Ipo}T27gyqH@ccgE0Z6`W08jPEV#j)|lYz8H3G+J4E2IsZk
z{o*&kU9v)BRrkKvf@$amdwN0Fn&Uf=bApjHN^{$VD9T%y4aumeWwZ>o<rx_f{g3XC
z6?@#Sx-;R2Kpc0lpYJ~!!q_eylLF6$MM&uITtFKh=~QHFo`Ed&E{3ySKtSGk(52he
z#^VPHt4~EfM~`k;>`U{93O+_XQrRI(Z>o%?)&3#YZm+NH&?Z>g;u><PwW7_YB0kjd
z{wc>=|0Ln^l~&H_^X|nK80WTlH5@1tbxdsD#Mj#&{Oy>`6WP6qPlA6Y*<)hXRA0k$
zUz*o1cB}~;3Av!C?m1$TqWt){Vo5}DffaXYgneJ=yzmWa$#>0)xo-$s`WCi6<qto6
zQ%FUrc-_rgg6*}xyu^(rc6$Hd<JwDOEYbHbv0}0#+L)P}^jK7WEF{GBC=E&V=<vse
zPuFy^w7vOj*L7A^%#zMdw9e(#Q@hpKJHuj&u6SA}U66+>cH3P0DIk?47poP0@P#Kd
z{vce2naSH=|8&aeJE$>IWqlu~K43>ZP0DbwUGs81Mb?vkou&%HXT}g{d@u7Nb$hR0
zXViX`nsm{4v!?G4LmV$Ekw9k^;oI5TpSaApz9h2h`M$!&YuTPJ#y-&vazCz=75vLd
z{hUrUvr(zJb+wmfE{BTjx~CT}smZ4PDv=%B`uEI=m3oU4EkDWXE!ejyJ772OzMCdT
zq`nZHduT87O|_B3xuq_=pEyp%9U#E@XET6+@=_;2e~=ejdA8!HwnLDo2OydZ)Niwh
zfvVF%d*jXV&@{urx2Wy7)yy;lrG;lBA`X?iEd^FB*yokBw3eo^xexNtc<@0BsbAv8
zzU|94Px<S!r~BE~=iHQ7>1%-{A+AC{^bNMTO=dKJL<110T+c?C-YquY(!JHs7XTh!
zV`%ILo*#pg(q=dBAE-LiZW{b?RfW{UMB8DgV_cyo@FAxD);4H^JzuPSazD08l6>kU
z=L%P*1Inrl*}w)S-hHH}P5bkOAdk@}ge_CS!>FRXD*knS?HvBmq#u5AT5M0_HOdd7
zdFKl6ZZbW<{}+*YoDQzTDVj6IN&i0Sw>W<>G~~U~c#URMM4zC{wR(6TkhpHUvT_M8
zQ{TXVMTl84(!4VYtlxCV06cqb3)Rgr8>qT;ja{Hke&ziAyHyQOsOF%*DO?(b25txN
zX@8VbElkXsG6}(noGA+R0&!NVpUj&2H3WHb%_x2wbcqPF>UnC0vq-Vy1$~hsxCM%w
zp~vKR_Is)KqsLB`GzC>rz55BD%j6=0ZsI<pS9WOum6sSknWU3%6{ftoG7ghbME1+s
zIc_^&AaNgv{=H1vN6_UH2tiv<j*q0ck+3QdNs^d>pt2LzE7~N1Mrj99_mnI2bbP8n
zqMhJk%5pZ4$sfETqK+|H>_7hRhtB;IZ@%a~+?w+num2&)^lIjWihKOESzqlW{vjRu
zpBXLxYqZV(9>Vyg`0rI1KNI-+pKD0|;~QzWD!j!i{IbR4Pkowya-CLj#jJNe0OybS
z8Qk%wKKwSm^KkG#e#igx>5FoCyCNJqXS3e&e(W~8dA)f;TDs$GYxYMIKKnSFWs&*8
zC;fBuKYi1GB(eR|BOi7*_Wk8sRkPN?$FTidzsJdDx${-USyi#!LFKBXTT^Xc(}aH?
zFAOFh!2b^m);piR><|%6ctniVDGZ7gkqF;A%CaLFtu9vi(8nxW6@&$oG7ErsVIsLS
zlJ14pf7ISHQ!|KW13K%jE$4}ioTB4$j!dXuJ%1Eca!^fZ+lont7&Bvhu4eaJKls@h
z&PaTVxqM<9kVPJXz*wCk+7HKhz;2bRFlZx)<uMQ?UUgT&X_6pO)B)tON6jMB=`Fa=
z2K0+Ma1F1pATy9ly$oDu1e~8S)1DNdtk})nyRW-UsyJTDLJ7wCSo!-gJDWwoGz?7E
zo<NKs1;k=v>4>2^0p5Qiu@E!!HWK<m|J-D_&Vxu|BypkXT5LpUCrUk5z?>-vADIMZ
z#=>HX@=OWt<g0xn^VNcl%b<s0G+0kM8M=}a8{PC^II~c5ONSBN_-~S#1WERDJogq@
zv;eCYQxstggsRLGw19z4Fqk^xJwzrMq|BUAOPO{gl_XX!Cx(!mDiA{m5`lakht<IT
zge1M@NG1N)yrw(^Kl7f#YRc0*92b+afGTt?NIXn|;pD^ys{WRGh$H3sF8iE(y6SM#
zveHp#xo_Fdn{*Zp2PYnRt~}6+cvLhjlo?gX0bE3CbDE-TQc+j;60ThcvSbgO$~SF+
zg>X#b2|1RFJxDGF2S3RtdrO*if@}3GhireyM-Qg#Luuyn-tbSCfVtGUux>Fbf`}kQ
z5{a10tw7U#Z&-N~*ocleA_3?24utTVd<BofiPAviN3}^GR`{L!-wdwrkAXpNs;5vB
z!co1LK)4o=XCkAD7~;aKjf`cBo(+=YzF?|4*`r6!8UoWliD5uvO|T-bBmf!kr#Y29
zlWsMFQ4X5{!aU)h$Hq-L@9$?Zv7m8Z2W^gKP0@`c&Hy)Em3bDf@rM=yzi~G$^y@*F
zug@r}f!i)E4?0!gpl$|zu=H#Vio>fB;hQiAAm|{k_p?Rj`(Owco7J`4aS!v{-tNX+
z2Z-y0&T^zeoOc&~$4t#du+|G1pgL8NT4_W~^v{!ozT<udQ6Qr;Xuy2jkz%57rd6BH
zW_h4{jM$+qN76YOfQBWae-|0Dm~>usHQzo;FR>it@Paz{0%dbC%j^M{(u^!ipqjt5
z)JeA|F*LIejQZ_zq?3rwaF{2ce~mS-o_NuG>$i8+Q#kJ3&w%5DUQZ(V3Q(G61{Lba
zPZyD6`SJnDjXZ5gBml-4=*e4ra*bG1LnKusl}AomeWbf5=okF_N&$PacrgtE_!pUK
z+dIN2C7A+H5tg@C4_4cPrv8?ql~1#?H`P;oJ6ef5qPb98V-)Er6wfjr5t{ha^oRe%
zcPgB2@;T%q)dggD9{M4hXw6Bxn_c4s`+MJyWL#YGU35&0AS_)NcO@<R+T4XAf`W8!
zmL04O1S^u|lOjjr3R<;~=aS=GZXCy<nDZ$G0`E@m=QIsvK?rJf5n8u?y)!nG741ZJ
zemjm9(0gi0G6n1lE+siVIh&qcX}m7D-5WQLYo7bRu$5xl?I0rM<cG8UmrwN^3M+I=
ze_zslyku5(XtaW^$^kyLV}Xf#eGlw7P^!~el&WELJ=S1&aY<~Jl);SkD@9A<2Rp6h
zSO~-CqFH)I|I(+1(RgxobyC4lj8^QA_6DKRjUo2gcS1DI`uFokXv~FikE*uqS=pwb
zRr<s2l2bseET&HI05Nsg?fW$8+Y_Z1KToJg)$mx^gZa&?v&FTB)0TbeYWLgp+dIBZ
zj#(}CP*-nm$m1x@knjqJvXY{b+ZB1W$4mE%YyP>;DE3xx-9iH^G0VN7;TACWd$A`)
znQ63rQP;unJ3mEz{`ppeY15Z~zhc=?T1~af>lIcjtz3UUW+LSq+vn1hH6+p5880N>
zmYiDa&1@|6!RB`A!3j~uDT<1~E#&I)07&X-{!e4YvwX;BH?r>xraVWn<xH1U!3?W?
zV;aJ4?il~D7&?%?f`J(?(HHOB5U|JHWoB}94Uq8#$itf6c`Y(<PDXs@liL?cUsqkU
zKXb}PtYO0!XNHGUFVybxIrQiKjWx!y&lcT3vEpmK8>`MZI||I|Ryie~RP5>#S2{2h
zz9r4~X_wGX3YM)-J|~NmY%QNEC?vM5+9LTfFtDoUy06dcA|+$XrzW?UdVk&evgX87
z54AfH7TfeYa%UCYv3<6btHwX>Ww@K_SoXT^?3#0`h6@H$f9qc`*5|rmw0-4%Gg;l2
zbw3QsHV5ZeRdft74AQkQ=(rOk#(BbbD-PB#9{=;9lS`R>7rz$xVW1<D@Y>=8H%|k(
zs5tUSrS!VuDj0VzBEEa%`18PiM2<9lJ07fh-4RQ5aROLH&8)yr<NmdQ6_iOyZXrDF
z?d^-qXb4N*mMInEjz_FlvGWf7!8PmHsn??Ak5h(UXPaWUbLxr~DDj&cu5OzV0|{W^
z^0Y<Gv;AtrLI&!jZ%rF%vX}ov1E2n31k-*N{?xNR?R4{BLZ6*H%#I{U)F#WUvIJ9Y
zMJsY&Afkx*74qnRgF2*|S-~>YMTI7oK^RySs>>biM9xXa_IRVB8)LDW7oE4s6^C$n
zr$nIftO=@3%^-3)w}q+2M+6CxCIib_xb`p}_`9Qvnv`I~x5+LxF;R4GP=zZ%-8OBj
ztifZxN0-Ge6Ecd7jTIW=KalDZpl*BmfHJpc_RY9Ujd4A{h1l<DyJj4{vol5}=6K;y
z@qy!a;zC|YR&30Y(r~Et7xP~!X>n%Q<y@Iwt-{MUytnb!om1T_3JL=)t3)JU#%K5T
z{GFzu-7K5Sa8z{Hlgo`g$dEBm)<6n?PMl0GBcjyG<Buzs`s@+Ar&P`0E@@ZWZ`M9n
zxj^FBG45>&$7_m2G+W>JmtIOcbpMzvW<4p|Z52OUUq7~f>$9o{yF}G2O0quDpl5zx
zL{-`@QM1mYhc!(2ho5q$-4DML0T-t@0S@vm&(y<$_$5AyjEah?lpG3)%WEokj}3=#
zf%26PBs9YV^AXh|g97S;G=gsP7Xhy29})4&^O1PA#owk;u-~#$+ICt*yYrIzBj?Av
zKjyDBZs`>+fAyrXC#6GtyFy}nh~(VYBMcSx>3R3@89ya~fx|u5J?WXUwXB$KrC*&N
zYUA?iN!~{;;y<Xk9glLE_B2Ve&oy6ZLGOWw{p}Hbyw}t@PU+M5Pq$1M&hh^Yw0Q4@
z%h2#rK&zrv7?gcN9Y){jq}sGHnGQAn>-DX`xvZb#`(}HeZzXjj1bOkGpex`=@Ho56
zkFP$x!dW(tQ}R2R;}%zeAL>xy-`z#kif=JFL<VHQab%UHbDn{HxDgzQ%YP}DyXN5C
zpLV<cQjqtI%{1q{<g|O+9*)<-2gUv{hN$&!P%pr}_ETw#gkY;^IIUF}X8vT(J2zQM
zG%h$eSX+WjdoTlg#1t{A;HLf}B<<SLoh&ZTlEM5xxN62b5cbphXy@DaK&x<*7o@JB
z=dt9O0khf=ZFQIkBfO@=H3@APsm;XIE8!mE!@JUIxz)TMzSty*aP)dq_e?iFDeE&;
znBHtaF#T@^;|Ia|dgPbc6D!LN^4tsVA{mtXo&djC1Z<qsx6av+dF=e=q0l(gGJelv
zy`4wEf7i%Q!j`_CnA!)V^)M+X%^!`#xvgy{z5a~#ANjMtA$^$a1t|kbI~g+GLr|}6
zHK3f-;x`Zkv=>$E6@7WV_zZmWqRw_VE-s}(V7azKxDmDtn)4byX%)tlwmfC@#gft6
zK^2oqD4yiE7x^B0goGUkh450>Eb|8)s9x=%y9m=JW2h5<iw+gS;qxd=&lc4$Q#VIl
zCK(~;gtWCbo+UU4;$Rz>#>B^;@cjcO)0=v$hHJ-$&ebdV4i<miKk4uuK3_VHK=O-&
zAn6E-`spjgMj(gr?!{@ab$-*T0#yoLsGFQ>s(k`6hU=xncaF7zR9MzAGO0C$qygQF
zeM9@GNtN_zB8!<}{NnBsOZ3uxXLVOkdf!h>o=A@`?)jxINAk%YeW<LF=6GS6DPpvn
zP@#S*A|*wV0*4LVbYI6BxkPF~0x+__5=sLeih!yD*j;XFU|`_&%U@rV`xTHzQxQpU
z-pF0KLe5y_Nv_&)ESwruczfSM+RBGJ$41hWFtV;{ItoTl*Yoq=%v0{f+J4Js(ue%<
z%ojYIj^k+|xmd#sko1_RbE+xm9noxpl-Wj(6*tzXWFWmtiG{UeB;bH2qfgC<a-tUE
zWR`cY^zif~3!`TjFR%F7$9>NVq8)qJ)_@?jgiNQMhe#5s(MScU4L6fqt3WlLyCZT^
z?Rumsxau;;Q)yb69!YI*zjYB$N2r#;xH+?P804P(<?80d=?1z_a;c%%IPiCMwn>B3
z?%`2;|F|64N|CwJx)*ogo0=U_4uQ&GEN4;XoPyoXb{wx}KSL6Hpzh~|qUgyC^TthB
z2}t{K|B(-7Iu)y8<)Q2JL6juRl^&*1XPxCzg)!SDvO1k%@q6#RcJ|d@*Kyv*FAZcA
z-)t!uxBJX&Rex~G2#V?SC)bwN<FYtmaG>+|E{7Xg$1IggA<eBvzJe2pTzoKlBeKn%
z+qb_TibdOaY@6aYh@%b)TiX%6lro}2lO|nEeu0l=*pHl@M#e{<Exc;;m9VT`Gp0(>
zlhJ(sgU1WjO!`&MU+lI{teTVm`TCFJYsBR5@B8cGSLTx*bNqY$8kH+N&0K!xG@|tU
zSnqS>YUn}^dwTNkPqSOJa{TF>{4cxR#xKs~@ALmWevp&D@Avz}ojmCu>}Id{Pv2nM
zjJN0Y38$*^T_Zfx{N3LC`sJq+7kJVePAfD0|NImF_YF9w{Quxx@_*em5I*Mj<>Wh&
zKb^>=3R_0Zi%Uy)%E`$Ql1QTV$1uMnUxkOQPmgWvB9}CBvzR$^W_cpXdcn`G2jdsU
zfcE@CFUvTDMA13pWeDe8zS1XYBUwe|&d_Y!h&q>qO4dV_wNBs$b;cyAs;RNkaH-RY
z!Zz!bNu<`iEn~x*f$jJwC0YKF7Y%aY8JL*de-V;Z4>Kft3g8XaCS==ng}nX#7Ph9<
zE_L~Pk1@}6@(dsic^&!B#b*M%5w(5o>YILUIP+XOv~G34syq5CU<*EnS{qn*oNMk&
zK=v(5HcfCbb#)|o`mIml<L$8I^PI`80W-W~8{PSPeb`6YyyeD70>^xobKDQV)-y42
zrl>!;1YH2$Z5aL2;FX-KS`APOIVj+B5O=S~zz8SR6!n?;7j<Fb;f@3vk}*8_F4(lA
z%*~BBoMvnD=p%pHM~8t{R;_w*N8EoU`>h5ib|}tUAIS#;)1b~tyki&3#WM=tSchQX
zBm8+cb}##};b&u4ux$j^yFtQ49D2iwnBZD{mU{-O9n?~1x`B9R&oH9oOWGjYe8Ewz
zIKbaTKKPqK61K7#B@tg@FPkPL-TC==g~0g?Gj4$KkPgG6k>aXv;FJmtDIfVLE;56X
ziY2dyQjHrIuhlIwGV<AspZoqGvrsZMax#SnU={eHroaSuXlQ6;4imkSFwkK{hh{I1
z&PCTbmyA~*HOVoEs9*j|38fy8Gnmvj3f1MD9PRx6iE5JbvCcmw1}mWFb{=pY3Mg?d
zITKXx8dFqf0gbi@Bhxv*d#Hlsn7ouZSU&iA0ABDl_xi|2J+ph+ufgP9)_3*|*n_?^
zRfsW7X-~N`LT?^bV82VxlK1w(hkgY$HH*nje7_l#Q#)V-hGG_lm?L5fLbSa;HLC%P
zV53?I)+!G@iJ520{`}drV8{I4gbwWVd5a(9!Z+(EXsOi^3!vh(?(tvZ2<oN4U{M}N
z&uuq4QNePKl}FIU?<vqciz}q(B`W<^1Imkoj;zw8v#0`k3#Z~UBoIY0-Jh^dv=PkS
z&eDog2ShnWEq|_=Xev0b`4umXF_h|wa)ow<OVxAXgA_z;$Y^V8r<I%nQDJ^^oS6}6
zTEChxz9>A5*frh)abD&}mS#Pe>~*;`#YvqnsJA~8V90WyhJ`CFj&F2_z@Y2vQeg-f
zir<jcY=`L8r%~)X-cF+gb(7tqTk6NuV)d2DuUk<|YYCr-@fA8J<W&FW`Da^rh#Llw
z<=1r_t}y4#x#EBq7oP#0cSpE_lR`&IrEOY+?SmS4^pxHi@9>CM$ECRiJz!91D6`BT
z3Bgz*l!_PIgfFyWx1nXqU+@TQFi9IZMR-WpgW8dGtO!d+q?T`g8PJT))VQJ6btWFE
zc<f%z`?J6BGr)*B+S^(ZoCtynckIrldgu%pD`PEc0?U%(!pm)a8=if#AmgwT=VopT
zS^ZhkG_HOCGLki8qy3p+ge;&rNc@XCmtlir$kRgBDNDw>mehk&T&@?(>6Y2=CmrQ7
z)VR@oPi6wry^xfFL&3^;TE8kkKcC)|wDLPT3$$X}gHCd8sUs>v*e(2iQIPCCfMV3#
zJrdsT-&jBYgu+$~gPKt-&+`;E+P%muTOdB2nBK%QJ_^yhcoavN#5rXC99Tmt)h8t-
z!C`@4-x-#U77tEnl`sY*J~^x=+IRia8xi9Wk%D8qVfk#dqLLAzP&45IuItXt&BYU>
z`D(ybx~d^6<(SQVg$*vME*^2Ws<wDYaNURulnmLVsGJ^O{O>?SrGOOmLKc@CkI-Re
z1m(osYgAoh;2#?j@mzKFCN+N@gTb2i?cG;r6=*8HX&)>xl2@!wT`p9rsW>-xn~cnc
zp6iwCN|Y9iS{J(dB>7K`o@{JhmD#!Ib(fTgh~&&VpSU5(B%nhYTKvi%%g7Z|RqvoR
zeAEkYpDA=gG~=u3iUmkQ#OFG-+QEasLP(s!%3S{Q$fIe>9LW#ogbrAI9hhVB_X!1H
zKM$&-7aFX|^kEV2&?;NSW>SueTD-A95Yb{!xocs&QWTlxjD2;e+4}rzjHdi~Xh3n1
zY1~N`LD=qo>wi*O^hJH8c0>MO24{`8?T~mNwdl3mrxLcdwSSo`Q&@ZG@B)+gyG>u0
zZ<_Om<5TYB%#53t2G%@Sq0uU<P`Nf@@Z_z;RR+eFlNd9D6Ge9JaTt_z=1;g;aWnp?
z{>b_VIqR*)^rDV84{_m6t5nE%6Ysk#clr0T99Ei#KM=QkYILhL_^WeLEwT#L1%%^%
z2t+ODIgmc|Q>U3(QPFoDdJj6)B4?eWz-fNvmdyueq+m4l7?U*~%7h)ROdC=2f^sbQ
zmjY0~l!*sR+r*o|bAy4!rK5xbl%M6CO7<5XLl;lEcoB2mS$gK@Vu>w<z@}HKA(I}5
z<ws(EU*;QgYgx4qd`vW?3fA9RrYkt`d+Imm-uxXru*`2#;>@%eo*zKGneVQyp}ZUO
zr|(OEIw`SPNcKtd<M~<(A;0c$L#Z${n82}h<b2HL6l}PG8F&(QbVeP|z6rcIv*Kw~
zAUTB~P`T$0gR)i#$Z_iWL#pRC(LkM<=#0(s$hn36_=JXrKFC@AYbdTgAa)}IF>;wn
z22`=;jI*_5wTjjP<+&G1@81h&R*8qt`to37%@*Hd@+a1(Y0O$vvntswZcoQq$re3N
zleSZGw-P<V`5xprR`*yZn{=<4Ub^4C+{0}2;g;IP?Q<{GMrc(tu1BY?GDu=nFOqy2
zC)a!6;uhbYyMZ0egt@*8Fg}$B5F7lJrDe0j^v-%4V`EF+bV-}hI;Sm`j&B^k-?m#M
zAliIQ;1R;Z^^>u7=<4g+V=eh8bW)DWG%@DFz3x?C-pV?Lk<+UKNf{X##{F%f6=J?8
zzM}^OtDdV(4^b8)JMQIJ)So1%bg0fYuR*6xUF6t&rZ?k<*^9e%vk#<K3Z&Gm@TgpU
zM|9_<V^MhGBg&LCUS9mIFW9)&#ir+AE<--0#(!hcJd5xPB{;tJqmnmXJX<OGGJt?n
z-zg>(2aZbizP7pDpE%H>_iYacG=;#L?_NlPv-h24?Wnpn8ikEoN4}ighxgn=ogDbr
zb~QCM|J%232T3v_G(36xh3{^xmBM7@gEf2k5%c-^19j?00eyV3e{!+kpoBLh_i=q=
z>^wW#3kKeR!yTlcFAm1JQoWD?gF9tslaP&arPJz6PHlS%OV;U+DArS70^1?QEZdb#
zLSv>4n13Cl4&+;rNvXl@w&JT3Mb>{IT^)d3QxoHa-%3|zLeOP#<&T+s^Wc|o>DL2q
zcePKibbM?JhxWh>=m`q#N+#`E)2iJO4X2-s%<JDuQ{ie71;Yncfe63wM1|H6c)!2`
zqwN<XavRb2YP-?)Zk=$$u3+P7f`2fX@bEx^oA>@luO284l)Ax7Ley(n$GB9j#zy)B
zGcp&N?IDk_T74@Z%3PY217&2ZvVrHiHmAmWaOe9^G%#3U71W($Lu32RC}GLEVd;{V
zXfuRTr(=+6uNn<Im*O+oHw6lci;L@%U^a)MzGY)=Rn<a_c&7Vq8A#8Xw4s$&RCw5M
zhdl7<Tc}z#y)&J?p9P8?R6cgp+1yjoGEnG_fNM=)!0I`%$`?8dZp!wx41VEib>PIE
zkW1hA6f2$WFFqi-S}3ACX~XJGM!|`Urxm*4A!`zDKFwhSl_v#fTXS|c=LfBE0YSK(
zJq#j)>>Iyd>d(VohWD_R;emgAOj~=z|L8d5>*?t;<E+BD5e@8YJwoGL(WlQ)(-A%z
z1zA+v8F+a`{qo{3!$Z0X#_vJI2>{>3Gmui{OqGM=MK?$Z0Td5K$1PHxxI64Wy>c_S
zL8o%PO^Y0AyxI*Sm{YawNJ%xv&>$0n!}3r`N`fj&vM_MYECDkIZ7DVzwYab#zDt?T
zOMGq2Q@5Ta;r$g#jM2~-yx0kxaZ|5Xe?Z`~PPI4k&z~6uT{=-3xNWhkUFOlgU6VJu
z)e>#y+H&c`H#A(=De%-TUi!y8O$VQ+4+0-6YwdLm3`<<zsw#4~v1Z{0f!2PBJI_`1
z)oSd6d(+xBrnQX(KE8PyORH~}$(9B6wYEP9-THm|TA!;Ci7WrTGrhWw7L3Fey{r8_
zrJWks@La2;IcHjWKvpW~B=j>~kz<3Ai_EfY3;{x-8ShD1TWN(ltPZLNCJ%O!4np0f
z!UYod!Y-tT)kfEYsGmulka+FD-gu^qHZLEacm_o&kPZKg^KUD_1ETrU^S2O9B>{s1
zC9|=nv0-0~KmM{SnWPYzc7eE4^vq}vlkN&69q;}(pnGLd9zbyw*@R;h)X^s)d!(h$
z87)KKA+@IGxfB_<7@b&hW>d(BRqc@GS1aDO4LShFrE7=K@GeA}hLJw?LQZI@wIAwF
zS|#j$TK>q7Oc45_az&svJ(OZ;L3A^cRJW;HSy|EBm;YGMU{JYCEA9DjUk=`jgED0U
zjnpXICb}N=Gl|^p-}cfPswlk^5wT9ZwycZ?v0cyZTdd49G%J){`4}fuEk6+*%4{k!
zwq_Ffiu{_^b%STI0iDX$B2K3<;!hLWK|PZh57WRiVr#@lwU{IggcJPPzM?rpsuOe3
ztm#iD#-iyBS*}*<Du)j*08v|`(bLm2dj79pDr;zX+Ze7t?AxYv<?hY90qx7@Z;wyo
zukiG78ou=zrrmOC+s)JlYfY4QtmxYnU+#Zeb!o-M790JLjf!f@Zx$Q5AM=eE3vXBS
zz8vzy=p0%ldfpf}1!M@RiO3ue5D+R=J<J!bd~RULH(ZMD<-GW|g}ce(jXzYZ;d)jS
zVQgUE+9wd4*k>Q2yLjV9``dvU34v>bZ}eivYgx5q>Rs=~R)sARG0$z1pXJIcoKFrk
zNxnYv2bK!?1L(^-dC~wam_GUb4{mEsKS2WGF~&YOB-&|}5-NLZ_>`ZVoo#GLqXWjK
zJ-%t0TDaMcOjF-*)NhU5X#MH0H4<v}CAk=|r_qo!1`j~9;|7fig?kVzgl4d9cF+Kf
zX?l1<+?%ays}WGR5Kl;}X*F>Y$iKXA*!x*Zt?kh9&Mq~;Be$5Z070CS045WK+il19
zE<>MCB9M&9vS&zP2%RCXFp|}8^-Nvsu2*8*uJZ2F7?arjT0i*1%bd=IPg^awy*Qn>
zv3dD?S+rnd8|JPXBrz_9(%OD8UmnZiilJu5hPt{qh4odlII-*}P4t^PblMiRx3u4^
z84;Ib&1x-Hjn8VA(X6%SfRtp3vT?Ji@3OGlW=H;ZdNOyhV%V}*w<BVkJgn{nYJ>%D
z92qE9o2qCAO@fLmy_LPi+5H!4ni>NGw-zdWQ~TgSox%2#jvP?l?)44zOdpVMtY5Ct
zx=hw?i@H%ImHTC@le-(n9sK<2F(Q<HJ9DZ0$NMOT+G#*QE$*0!SnhE$D}%H5*Y@A#
zY1|v{&}CoJqq}Qeg*WCQQ9vP_5(zV)XwSAlj=GOi*-8h?N_lNeR9N@LO!>dob}s;5
zkhpGyI{~y{><u;o@2U&fL?$u+;5wOYrT#h=v&F{<VVz6m#G|mcJ^5D)nm=w%Y52H`
z@>ozUFEWFy^%8}0Z-DXBN8ywEC`%?OHv8x)Zj-ctp4su{&70(tMT9weqz!rWqR=%*
zw(jnD@c=*r%WD|efUqXcfv&FZ6I%*9D&JR3#$BkkPwS51_7WW`b02&#j?evJS1>#N
zOjq5ThLu|uc#4>GxD5?qSxA77%YEMjwz74+8F@*urcb11crG(E!(6j`XCnW2A@<bW
z`HwX}qn2=>Gf50zr^E)=d7bDM$SKc`F}??nzZQLcnD_mWnC(PZ?7FOA{R1yAuUKOr
z@GrCkpHWH-Z+^wQKR*8Fva{HD{X}ZcEOmlqS5RbRr&}f9f_e;KpN>w3Q`o;^r$I;A
zO@=_2AkQcIX=W8_zqw@UOxWiqs*^|WoOcrU#jm|a|C>Rh%=Kx*Co`+4J*LDC46x5g
z8%!=W*}rz=$X5&ey6=BNqh{LB_L~u?xsX{J=?q7|KZ8=pqM{69`JsfL#t-S;ucw4R
z@?U-omTel1slDMQ?fII7CZbIY{f1+$_wG+)>G@9i>*n(JM_BYTcAB%^1H3uEx!jO8
zuNNELb3nkE;(rgnQ^M9d#Xn4&CcgJQxQz2t|2$uNALeBLg7g>fgYldfTE6GMZ}8t!
z#JL&9zwG<#zjqPmT>SSz8^0;0{dcJtKNbI7O~=o~wEr#@6Q|<8OU1;g_&>K){7G0G
z`+pDfUXz(TrON{xEhsFU4QHYg3(fPllB5RU+k!unP|r(%T0n;DJJE!nGKPr`Q7Xyq
zAIS01hx(Ih&LgiT%Bbrp<X%GghdSFN%oc!-30~RCRE$J3n+wo%YlMe~clj?F;V0*u
zL*Q`bX;Yd=lkYiOFMJL~4ULp-P319qO2~=agrRi<%R`x5o{Kk->;yxM_WaR_GfIE>
zYVG(iS-RX3lWLYmPHUu9rFwBZdZ0I13bwPU-<*Xm?Gj+lq*?>DXdQVkBp{Gs?(NEY
z@N8LK3)y+o%$NK>zO2~t#kbx-Y=rlj!&(>6=U~vuN$)$u^DTABZwpA2nF~&M6)abe
z2?<$E4TKwTS!%X>W6|6_Ub$r;3qDgT2V>(dUc9&&4&h0^J5V+U{Gn%)$u{86yQzKP
ziR+YxX{Dt;w<{p4yittSx#mx*g89wHIWu<m&B-R444heZQ`&&6Y2ag+(1b&oJ2v1u
zwt%qg%ncY862?`A6Ps2-7UgGpOH{-&WZjx!7<FsrH#RUeJqiQu@-1YQ73^1l&{qY@
zPU;&RM*LZ4@8U^^{?+2QA0Zm!hBxG2=P~r?8{2OY^s(&<pGbsu1jwmU-R{rQX)X`b
z%thU}-O7J?Hu?(y<V+9>DmO$#L^uJ`T#tCiWEvv7EkS2%UC&p0iF|I#wc`@Wo9@LQ
zOV+)y&Z+=BA;A}6Ns>sg0Lmg?1W)=*ZPsr;(<Y)6f`19b4pv$u@$BrPS#A|nUBQVI
z)>H0Rn0g9^c!3#Y8X1>rEd`C+>EMz3+3T2HK;T+2b8@#?Oy=$<{#K^cQc5(4eiSn4
zJ+FUrdK@7*eh>UpGJw9@7y&PEOmUk}RRa&>qnS+R<}VtPkz_d-6Gx75#DH|_BFYAg
z^#HeEtmP$n%5#UqyvK-#c%ZQfaolfUh|f!^#`U3-y4E9qzJ1niEVDL4I_08z@&H4e
zuX27xbe`B6p;Y{RD264r5Q4+^sWw2I#QPP+ymaV&_U5f|f}mg6a9@0yyrVPdJT!#X
zH9FbWH*cLf5BS|92P>iW(|T2r7h4T5$>!iVC6|3V?#Yk0OZyJ`oEse|K7&cp^vFfv
z<-%<ySi1_V4E*w2Txn%li+G$r3_Rh!r9X^ZqGSD&VbY0*`7lW@^d&%1zQZ^zmD+79
z-U^E~2QYG2=Z<8!tImv&+Yjy|?J9tgptZNSPVUzEjo#iBG!!J@Q{Na&Q`Tq)-{_S!
z^6p<17cm+(3HPuooZvh1^HJBlXGIa~e#Iim9ZNYY-n=4$f<5%x3!v*Mu<B7UntX4>
zy<KyqwaSyvn(3>nsLY3N^Nx0kwS7Byt32!?U5qtiZmiD0>zBb@pgj=FBGUpyAVdKc
z9Z!Y+qoT6%OR00S_j^jj-3n9aTP3q!Zhui9sA190KfPq?Ik)aPFt^Kh;NP9@m;QSr
zkg>f}s5uhb_p@htEy0*e6M9A>qj%?etIzw0jpW@H2b>lVxV5V2RNBsd-mZA&_^j>a
zME|}|SnM<7#-zlUl|YEAI}SU=wy&iGPIZhdQYz{xLl)jy^Lo_fy~Sd)hmomkpLF>Q
zm>A_doA|EJha<~l5@QO#I%P#R!XW6)Pu`j8vzIf7$Ts6!U02@Qay4_=^RDipdA3W>
z9)0xm>6r)1B~L%`ao=osAmF*AaNPDBt#YB3{R);9HFY8D12dEuRkJO^`SzQcIJwR1
zwOXwBi$JV^$>ZWdEl>seMvIPS=l9P|eufeK6-+L!dC2|r!#ssurB!qOy)o{@)Z*Lz
znCkv;QpEsWRkYwh_Sf(9WJ-?z`OgL!M*GY~s@q>zYf%<%u;~Vo(wqA4-D^N=*f*ba
zIdS3~)l^mOYwEGcGEY4_`Tm`K5S!V?Pc%M#aPyXyt?1X1J^4;uVAXTO5b=o}Ly$*4
zsUe<FWlv=xt%VRtjj3}8$YmB9Y<&4;Kk(&7>2(l-I6??|`pQnow*e@x)prKvMR;Ap
z^WU7hup7>zbYm-xN{TuK4Sa7V2_PI%A*2LJ5;8^Jqx-Fhp)Gzu0akGO$uPVlrc+NK
zHpxTr#u|zSpnET-!C~eb(0OD>#Pb5Nv7DG@U}k29J$JtK=)YD)-5awwWxxXeEw}zF
z?Ei76qIZF-kC;SiWn!@D`!c6kj?C#?nm!BjzsQ}eV4<dTAl^haH&*4qj_#}16u**e
z|4VYDw{zg-n{L^ER^dJM3tTeV&bv*44f`hm_Al<*NmLDjbD`|aEQ{U2uQjUmn@{5D
zYbP6Pc0BbNb4KFck>?5L@b}YSAGb)k{c24mXSF$B1!s1pdMt~(q|Bns+;mQ3R0YOM
zq(0Ny=hrZ!6Yy2r(^tTU=L>p=H@VNfUnadsI0XOVl;GPBJflu;k9eMWboocuP2zhj
zJq^zsGaJ<GUvww1>QsqO>uQmn1clj*e9=FD-r2zA%ztq9n|-AfX1S6DMe7(WhR@Vg
z6c(z!oT0S7cD|*rr?1b9tqRkvYdiEKXJz$riW$3;w?-3ovJb*;wlIv(4!G$;pMl9R
z7FbxBD%ID_INDeln3|f}EIAnZo-n|3V%st#y8)=zT|LyWxGP$jOO3(<yw$aWA_a=i
z<a!8!0dQ7ct7OtXDy{d<KALyi6Wh}&{Sn%Jt4(&2Oo7iXNgkX%3ci^hso-R!uiwh^
z4SW*dqXs(IB&2g+#RM>PoWTCzF4R0+nnM|UCg~W9h-E;{LsA>5;7}-HApE@lcdR5v
zW5K5PRqk^z@c*a1HxH+Jecy&xwRakn-AIGfPLgB_QCU=5?Lx{dB16b5kywUyr6Q3r
zGB$`zA*5J}kO;{v+2$z;nWy)>7xmqJhxhw?-{X0X=Z|N1>|<AmweI_KU-xyL*Lj`i
z>~4N%iN1OBkUAJ$K0=h{Ww{hfYYF*Ngo?b8(8q8e!#nI4?&EwXXyATM{s+~be51eK
zdP2zRiN{3#w^s8XmBbV&x(_Vj+J`A2kQa#VgOG(D#@8j{9gsC8=MNeFQ+(n39$(a>
zK{*q*ZbO;_VZPV;LiO?gu9s?tF)iYEcGGG(-)>}M8>+VC3yX@{-tZJ_x<;5cVLyWL
zQk~z4l)fRv9T^Yxo;;$?PQ)TFcxt0mpuu=n?k$*m7l=Nrd5Plj<G1Xg;Q2VemOc>D
zdq0n;9}pqa3!Wv)<HK-M-ca&Go$?}H@BhRw(T)yHVitsJEi+t?!+D}l4W{)0qfj9y
z5~LUFe|VMze)-3<bmsGi^h6Llh+e^-HZoy4(kbt}7W$kwmTf-x3g)zWX!e|(D`J5}
zk@RFhFeOC8TZc9TN;uy|)<8(&rnfuL31R)$NurnS#6fSOKOl>@qnhvs#M^z^!5&fm
z`J3<k?CA_iI7=y>WfGP4{(qSz$|F5R%s|V%wWvwjLPXuk{AYkAL(8`66Y{yqf9iTX
z_{T6{DrVUkawL#X)}Ocgd*7?(REc`BL62`OnW-XVV1}M3I@uZdTeQ(V(%L&%u1L(P
zLKJ@Ns606Rm+fz$4yTu#<{<LK^KGD;CVJw;31Wa|1)bJ>6s^fR_j5t(&wOM8sXME_
zT-JP$Y}tq`G}I~<zbh^EnyiIDXHrBIk&jSP`CM&yh?t4iFwGw2ncrH!r^b&9p_wu-
z$@3)_3QNTKp&$00lKY6){)am6+qV%g`W_U%eTeZpg698@Q3dLrD%U0Jnvm|7P+5`s
zlU$W3#pyx6P!KkX)IGE8s|V8GlK$D3B@k6lXukEmPP^7M1r`#+5W>D7M!4|u%Y5Hu
zY-Z*`q~)xL`UfJs^@g2J6C*@jqZy234_xHz)G8vh-Y`~~)`XVV&7q+oK5as(ML8xu
zzE>_#=s{Gb;oG29hzzfnRt<q8`s?__%pn)B<YD^q;fE!nTtEus(D#7faT_T`Tb8iO
znSL8@0F9s-x_R~6QsUH;xu|3BJoDf_=(|f(m{6r*EUiQ4@#;5Jg>b(5idi{JLXi;9
zkzPUiz6nHPqc3Z!YPvRJVCF|2d-na{&c23AN0;BfkhjM0716~hr~MB{9A1&~w48>Y
zf^=*Xc^VI)dhaqJPoC}DvB7Tl-Bma@>j-3GTK`N$WcnftZR0wwpb2Y-0xNV(%_o2v
z@IB+7c@;;h{xLx}`?|uDP2$tJ802=w7(TMV3#4S<d|6nWYvG@oxJ7N_F==g363Wh>
z`Bfo+Qbrg0D`udqdUDlw7DyFgfdDONE|cN+XlrZx^x@kGL^JAo-j2Oc7;z(F(;~Z2
zpN)h~4>;#RK)F(I7*?26BK>05a_i9UHj*^rZrI$knPc?#casv}+ex#BU7qbW3OxRo
z)qO)AQ+y96<IfoR-bcK_qSL`28!0lR`Yd@jQJqg+4F}~n#Z^^RM4Wpandl6wvi%qM
z;U;ygquh!ZgjoQ5sM%Oby2qrl8o<Df>RwD+lF^f|cJZ)x;YQTnok!lG9*lWN!@S&z
zY*@05<4|&#N5j-mT1`4C7K17aj@>7s<Y`SSq-QlyPMuO-`epRTL$3hVH!B!O=0FH~
zgMl`EY{moIOWes6t%*x+^1cU-J^h9J@*X~=?~5Dn){Xx#Yq2R3tJ}rq2}LHt9>bVs
z9VaYVMoW_O%?60Z6taZU=Jc73=XM0Ox*F%M85AJ7p{8cZi5$sS@b6lNqLkee(Atu7
z*Jq!Rnct52;s9bO!|7JgbNELj4ZpQ%|I1K@?|&W2kXybUQnO{|Rp*w<PQn&#1JN5!
zGXXlVg46?P<Fh{}6wUP8L}`c$K9PZ>oE53?B(-t%6ZPtcRF5C^+KwDwPEUt+>diiK
zvw^e1W7MN=7~;1UT$LV7i4a6=Eo3P7*fuy0lhh*^h|AAaWJW0$@I^q-9-xbhA0-Z0
zVYMy5++X=*HRF}Il!3wgieQg@7%=A2f<wbaz8|CV*ar*e@w)O6V#@_G*&mf$`Q{dA
zl)tO4uC_>F$MybmLXT!00Kkyp>S7y0EfxeT^pE15knJW@7uAAJNV1x7NpE{PJMnPD
z2Q*AF`E`-+$LGVob+kQ9-ovoy_VF*Z5Vt%%Pc#j_E!Vfm_<uco5?4AjNi%X%h$xPT
z6NX%q9EJw1y}C6+W<5~DCkWf4S`hRC2O<s3u%LZ?i0VDrj_jfNw%*M(9c4dk`KhZr
zU;!o)iWKd5w@<Tb+zG#0{&c2<G(uAat#~F0Cei|bRLLVvM$q0pWP}-N5K&q_+~W_u
z^m%CeD~$0cNmzV%D(DI^qgi3*LkNKH9A@5M=``7J!Wbns8u|N}*jEDVh)&q@Ezg{N
zO~)RkV$=bq&PU(M-4+0~cQ*$SQ=vx34N!9{Q_S8DjdMB|uM()OvmP80A0ea>jKx@?
zFnrkN6aJ2vueRf!A3=_@o`7k`XYDvkoy!*bG20V1(~!@+Jy+d-V9QBGYhaoT<7*5a
zEqF<hQ4-|YDSrxjvAl6ND*wJ_C^MAS+B?L5q%xIAPScRnyux8_CUy_t&^x;kx;@fr
z_gQHYm#LliIeyeSp>V4$Kb4;O?`A$6)io?iDzr;p4oyJ`EFXUM41gMOJF;Y0e*f{R
zI1SbEpw>d*ml~<2*HQd!s8Uu@A!e)rqX@#m`(j2pFFq~!w`w6nQN_P0FKbZHsQopl
zu59rm9-+iT&)(vKUJJ5pucD&g_1Z_-!$yUi<L7p00TYRgwpU_s*+J*_4>F01^{9OG
z><^RZB2$l`xI52^cCoBk_Knc~&&nVFBdqA`#K%n>-{%$@?m2jj)D2!y_?J<|mAjdA
z+MYEg&tgT3QU-@K_w=vlY!}02)<isTWbcUXAkuUs875LpHIGY(cO4;B5i$`thv#C)
z;UZGSCSt5aZj5&U|7IwpV>D>Djd8#z;K5ZkEBdh6$)3f#xN+3P+yqa*@il$=d5ENX
zVEyouv49W(y2QbyJ2L#+MU`G9cfa4{dH6+h`|ys5gZ;1mz%ZY!jQwXXiJex}QCX8|
z<vxEE?ornqY~{25|AjYooH&2}e>Q0oeT~6vn}OmQ(zG^D5qJ6HkN)LKh0j+fL$=4`
zyKK)oEhZVWObOM*l9!Tj`(k9q`yxV!RXs`YU}fw+-6uJ9XkyrT`aG?1vGz4kT5Z=`
zqoH7M>9BSE>@e+%;^XN)#XnSIl+w6=nf|y!PLyugCB>uSTMVBX@o|h-=M&>dQt;hO
zm*rYP1d@-7%$(NJG}o_vPCrC1${u}G$I(^*hu%3LP&}xUkcmjur$<Mhxym?CqQu#O
zSOE9=CD0z|5vl6yu#njP5#{1wfjBXi5(7%^&fuksL7Q!N9+523#Vj0S+Nwz08N9HA
zV9dU3Pl%8IEEI70`B7x0e@djrb(*40CM}URYX2;OF7$|JQNn2%jjD7oO;^VjWja#}
zf{L}Ap8u+np=c*)7WiSnzU;kdLv@copEcN|wt?%OcaGXMw5cwNe;|}B(mrv~nJxi#
zY1YZCXK~vM9ThA8=W{?`OIa6x%pd>o;j8d9hp~xVcIU5a`&bXS`kKoccB=d+J?!gO
zyzlnm*9KfZ*WKK*6+8ce9?@fW1X>swRm0P}%KC98!@rOeLLlxZHMekmK-)?HNn-uh
zaftU5?k18W^l|DM2h+_p`Bcs}gS=Ti^?!79<j4!|OmEHb54L>?x8*6HCJtY#bN1Ff
z&%Y?0zRX8ni&ymB(*gJWN%U%YOIhR2;NL&|W4a)yeRFL;ZIQ;=iv|wLs{*U<y{@9S
z_|$p3Z?B7qe)F4|^2))2v*~>OpN@xY8}n)XszjF%QTFWewhx^+ZQu~+m-6m}vZ|7|
zLwuH!2+Nw|=e!--vzY$@7BU8YA{hfewC_qnKcMMK^CfJ?LJpk&#t+V#;;T3LZEWqg
zQ`CAIQv@Jwb1Dhn(sVxhS&z&rz5FI1^!w>=0z##=-lGus`Sc}ytXsT;mg$T+O=1^!
zGoAE5MrX&oxNo=|w{Io3ESQZ;Qgr~jvz^dVH+af;(}>IEX=?hPYDG(4!F;=fy1OA9
z<EKsBd61WRc7G!=BbPoI)f4|8CkAR-ed=Z=<NoWwzyleDu{)b1r6)rVt<;n;E7TB7
znF=`B7LYmpq*~~!<IlZ2p+}~N8M*sy-d@*oSCoki6UintB|85L-C8<>|0`qQus?Ka
zEVEmr$s#rD)}omR;?nP>dEg_6tHc(x`!)khoO7?BuWk=~e#h>oB9j&n(L&?+ox?dT
zpM=yFO)}>EF?4>Hc!wz(O3{5d7Gtfm{z+eBlU($E3{AFf#X7hD6U@l7AZ2SoBCc=t
zW-|J@uw(tFl6{824Wo%>O;+#>sNfR%&*~iWJuvwHfT%d~*!8Tl$XJGo=g7~ej{c|F
zpPH(Yeeu>d9}^NL;4*R4V;I6sPU5o_y+jP~yui6P@BKu4ac+vY-7bH)$=rF<6UiUO
zb!NgMdZM!XSdHM<LVP|8Y2WeqmOm`p<)vjSw~nve9K9tvdf?&q)dLIN>j%%ZWbIY^
zLY+xFSiNKZU-FL3sLVq)T#wFbcNZU)Z>@jd{5<5&+A7m}How5sa!r%dW=~WqR%yzd
zHZUnStuH@Kzwr8+Q39L77wW&xqCQzXd@eUKX=?O7hR^=vFly)3tE)3Szm1Z31SCy=
zS=+aZz;-YbIR9NcZV{FL*jfT(p&Ohv89bc%vEsgr)1J~TQduXI2Xc|VkCkXA@Z)|G
zpv1EYmadYT?%Q*fPt$^1VtTS+nw`-Mw!@`a_%Xnr|Aw^#F%cyw341dXt*C%J=+u}V
zGUcI(AHv?80KR$OK-hFfcuGMcQUA#w(VlA6ZX)VO#d<y_Z49f4ygcxnonE%kUxsq#
z_uzZ56YW?Dj9GKQz1V|p`(h3g(Xgl$oFe!kDcyC$N1S>CyWM?vR;}LVFcps{K){ml
z_D4ewFqGGd)nDrn-u592!0QK3o^0H8>AZipYqRc_U3|lluAj~GKE4b6Xuj>&R>7;B
zF8w|JS^?fmJWY=_bkh%<y`sKaM!xku83^1kd^mgUZYI%B*EAcKL28Yo>x2Ut@2SnT
z=XoC{pZVZFjRRsv&{jb{lcwF_XzpacmQ!NzOXl<K^n;vLY_sQzTN1?e*RCd95x1`+
zzP*C6CaGvTt$O5k)%&gu1Hl8eAXx6+i`a;8Cc#B+64|QfpRqh|H)t4{6^IOQt{)`j
zaK7epeS7FO4yoz2zj%+?mqhJsX(Df>^wg+{C_)W<!+CDMnd|v21kb#Zj`Iaf`o-Y6
zhy?s(VjvV~UWK08fj;~zn;RJPA0`SCVU?oD92xx`J0R`E(B@w-@iY@+;!{4-FxAtb
zi^hI^{23#oYtRFx*Ex>uFDt|V<ei}L=UL;=t1(nRHlaE5<5wR17a)#M9#DFH6m$Z%
z(geOwvBLx@{A08yjg5&)mODl!&pU*ofGyWUekD;k6w*uEDnf@XNfS`9w+^)U+N|Ns
z-a)%i0==#K?b%zvElD~N;O~fgTAVpk;3Oe#eh2CdJV!AXWM1O4SDwuLtTcw897FdI
zBh=3?znIC?1T6n0)jYDC8G4KXk!=i{N2Faoi*ih%2SVsW5bYyztm`%h2n3ox>UaSt
znULMT*BSZ_(u#_T`84!sh%ib`a~jLf62xW#%MQey*heU-O!cUgf@rke;WM#>wfR8&
zEJCsva5~0ebcr5XXmh^gl+`C_urNe70M%(f2+i*yprA%c!(@F!F3JVx2Xt8UJUm@B
zv+)9!uFQX?|5&P@4FY__3)`|)K^JnC?0Q9t+kcw3k&TOicnL<Qcffe9#v-Mj7&Bvo
z3`)X`%*}5?JVtWeA3>LG@CcEHu&t8=DNu<J_|IYOdK}|w&|a2&O=Ybk;h7NlO|Nw^
zQNLU?{j&?9|J`Y`<$U%;neJRDN+14p<w1LwLn--?ZEuVC(d^?5_&!RHyN7P>?ur^g
zwm$sFtV~0=^FIU3^Fx56-Nupmr*W4r#oxwVuA#IZGBG0t>(HGRJ1Q|)PDHkLw-IRq
zGNe!}0>Lo%>8#9gmt>RT>HO)#evw?u_h0Uaz1Fc%JJG&(b<A%X?!CIK$DQ7($D~!L
zs(&)pR`Jx@@B7R0{i~NnA93?O*fqfs)-0*_x!l1Joe;yeQQF?mIl((0(uzZF0nY9I
zFx-xrhy{iGS+t|=YlV%D8KHThpf9ZD5Uutl`O)1lt2*Q|Lfh<4sA8~HRx4$aM#jG_
zk;7gUHLEQjojpJ;hYI(y{|MV}Ou%tr{S4*v`$k5*rRq?P-Q&9AsMsb55^U9Z;WFpv
zGa3Mxa!>>1oDMj-`q}wjtsdJx2ZE*AVb*8A=LU(cbMctJ5g~P`4rC}~7CESFiAOl7
z&$+g2^I0A~dkCXmAr4X9sd1097d65yW@(ty*qO6EZnJpA%Bz(g^*?42E<xl`Eigf;
zaX6wF6PuUe!+rI%zdBbe9`p$3>8ZnlWtx7zzU46|&FWH@Kn{KpX`d@p6XPD8uJY)D
z;b*ozK`W(uVDgkAz0Z1?C)y?QS8&f=CF3kWg82w%Z(IB`NZoAh-G_<gv((STAu8i8
zddZi;fPpA9*JUIgTk<Wi;%XQq^wG0;^6p>+bdU$>Gf*0(U;g5(F5K)p*tn`vP0yo6
z*;IGVJ49&V3nEX{I;_FiGxySi%#65cN`*?n3`NA{-0@SwR}gVl1Gsy5q`SGuwRI9~
z#70o1V*A-(amxaGEv-u_KjMNjKgcEf82&M#Ze7LeEPqyy1zTqecT1kE^Ee)taX~(x
zbK=MSp81zjn^Jf?YJObs+3%U5@K3@?vtOkUYooWz<%0)@Bt7xYzx$U`w~T74f8Z8<
z|EjK||FlB0pZQ(z=UD~1?_bLJ!^Yf||0E(b^Ldw*ivQuo$^QKV{$8RVA0o=%Pto@U
z`TL-KUkZi4L&fY`{2fidKNNq5itkJDcc}Qj6n}?`Z%grasQ9)Le`ginSAz0)sQA7X
z|La19NqzN_jm~rkObCD{Apkb509qK2KP45qLTPU6*X}C*Cs3zIyfa(ZdBm&jO!4;i
z{sNtZtI$|?h0Y&WHz4}eq8}`CO4BSFN<q@i2q9b)9cYObI1nYlQt0+RM%jB64ro{5
z_u1Yvi|3dAqVII2aAMH~xtaG?9ya%$+zUNViPc2;hchbX2wEiBa7xc1IzHgMD14da
z_etq(uaq?dS*Q_;v5SdH4;fhStBXa0rO{XM=t5!=ZUnF-q(lVtI!m~>x)MV!jLAGL
z8-{%6Dq^70;@E|vH{=_ib;-Uq)u%-XUR5)*Gg4DeikcI-A7k9@$^jM$VN8)xD_rls
z18*Rw0ZN#U;W=^z{z9vtc+9-~(%Ww0ig!S?uLdZT)A=w=tLJL}T~PV2LT6`(DSWU+
z%vF6x8nfg?YdDGCi?UOxz=<bD$NMKCAt;6wTw=3(wrkLGrzqiZp!TMO8HT9Kgu*G|
z2fCCIBKJ7~b^k}gIe!|*#I1%{#|nQf`_3D^a_G`y<M<k(4aQ?>GJ~Uqe<3dkefMg-
z-yF0Sy%J$IHKYR>D;A6im>X5apUfMEPu#6fJO9`cGfAOH-aq`?J|*INS8RiEwyUIR
zOpr0XNf@BtracyzO3Qd!Pt0FQk3TqJcKW3MaGPrNU)OG%K#&3vowWlMWoP9i#FUsp
zv1JCeR%UJn$XR@ZQ>^2stg@}n060`5By*Udi=?;t$=aFKT=ekv&XkMum|XekBX>>3
zofh<>t0G4|w+mhCFL31I)XryF<Uj555uCjZ1b&Mx8ECs>;kxhA{L``P1WrlyZ_0um
z2oFJu3Y-Z-^caT0`ljchith@*x~hBDWG9@8r||8>BAeN#P?-7WgNjCYf*ZYM_zKj{
z15kA(;wtb9%QQU+A(R}#i~s2wG^C7c#<0Cx=gbcB2`lFYM@xWtsq@-v)9FIUE-!=%
zoF)-uMazKwP38Gd)q<o&w3P4;ljNddL?uL8g6bjN5Sn2j4JVC{c>cYu2VpCx_nbT^
zXR6?&rIKn6K)GOcMzfS{<`sWCH;h-@0YV!KVQpzlg-wr!S%M>}^nCKj_PCYAXih)&
zImDU0U1q&{gYN1Umy^EyjaGP_?>wVzlM0jJBW4_X?JVQkuX9YfbKK>v0A<`VpZ)yh
zRI@sjbVp5RKyX}jersW|Mqo)}iP?Fz*=IE(e)d^)z4yZC4NjWa2h2gP=_Yh(5*F4D
z1ElTAhE~hT)b*Dtu5Pf8dRaS5fcAKR&4ynaH<9u(O$P$nhy_Wo$--`Ksq=T^_;o!7
zE<DDSCcd-~#TI{Ur_r^;oq!XGewOjx+3vfraG<u%&aC}fvsy7r4qbfbdwovblQZw%
z_&W@Ct(wow=2bx_^NV@?SZDv?f5ekE*&agARilC<nS-5I?{>1fGjFNb#_m+&FHS~x
z*K{+UvsyK)=bH|=5{%F=WtI`za*1(X|FH%Sum(g*bxk2`5e~#9^Z7TVW~gdAiVzqu
zp=Sp2cF9vI3OtdU+5_I3dap*J8PU8=sZ%i}9Yl8GhE{Pw<)lr;W9*&(juPmJlF146
zwAr`UCBry$$G!!u90ZBeK*0kOi4|V#a1Z>rmoxjj?Of^vfc1jetc9L%s_xtJBS(&8
z17ucfPaW)Skkq>X9J4@hU~+?!O}tzF?5lI-9N4beruy1srr{8-gF{Uw9}3j8V2pjX
zHmhl9mFMi$a7HyYuoe(zHk>*N{rA9qQ$_u>U+i!%%=N(aK2XyS6|(I6hkX>jjlD{V
zx{34}yZt4|xnj}WCb023kX~BTje~ycy&#YIG(u_H1GAa1aEuudEygZbv(8VZuFHWh
z{nwd~dq}qhgjuiZ+M6Cci*~wJJiF*Azd<gHDgg_5-yLaZ-gCiOP~@Rr?31!1YYM@j
zf2+aZN^(2JgpQum+cjrx(TJ@_{alLMK0!m{Ri4Q>n(ee3)v5g)c`@;3gAxIn1R8bu
zo&LKbm-bKGT0&V9!Q1PG!)LAxsrOqn?nnFZ&pi`?_d#r~_0n<fBQSz0&VCQiw8(~?
zs)8NRE<SN|oIu`d3W-gTfnTf~i7Lxwc#of%ggjn0x;)8LXNa}?981r5>b&<TpRR`P
zoi`efPwgYdFO~UGok6ve0#qQl8tbz&qyw`S$DQ!Kd{caigKDU=!2O7jXYy|`-j9E4
zJ6*{=#c9AFHQ`VbEqC~Jqd<K0b?x^KW&uTNTDtFIOOy1E=RNy*N8ObxJCb{q^Cz3F
zcv2E8ymhSHRn$2i4mO1yxRWbs80$Ws-`tWdBGPO!Hqy-H=zLZ#_k!FW&B+rr_QPAN
z%2y_I()C0WhQy{kqJm5wg_8e_sa54eSNlH8S6Iq*W<|Q`EfwiIZ(gCPcnd$jSEOcK
z@nk|L7|c;mBv$H0s?=NYgl-Kpi|I{Y+a=+}FItopkQkN_))5rcFH*po+#IA}FV~+d
z6d!HhpWBonsoWCe)*NK~X7%RjgGz5jluO8eB4H-p{3<0P52k}!+~cDUYrmfk+aX$k
zpA>&M^)?^bte9i%1+ALt-u!P^x0emag_?{>D^JoUUp-2X^wsjACEj4Xdb|g%WO}5-
zP<)@*XL)67xozo@7v)EG-CY|W-59^EQl|gB`JkraSi)gCUf@@}z&lFxDD1fsb46`R
zVP>$+_)w3@UW0f-A4aE*wY-~+I7MX+F_js<k4+8od6?YVEw*#OlDVp!H@>s2p(SDo
z#W$@pjy!zfXFSBqUp1sJf&8FSLh6TO(+&NR<{0*luxOxr)HAPD7c?;Tc$YdB8WZtx
z-srE#So?Ez#c!HC3Zg9wzx{gk92d>ktT9bNK}8}3t4+3O@S6Yd&gZ7Tp|h6Dj$i*-
zV&>m$ocs{Bc1kRM8^2k)PV?U26)ycP?#fnj`1zx{iMM_4(gXvt-v}p#ITy$Be!yK2
z?0G!V-duEN?@W#%bz-G;q{{2mieb&O(ldu~t$Pu_WIIp!g|p(bcf=Bzi|<xOiw!h@
zy=hI&!&7d&muu#W@2lgmT`|>gEZL$ulX-<FzMkl}j^7`$HNbk7+WPp!t}lHB_l}0_
zt`OUKN|dK~LbdO9`fddOY~m*Ko{C-+GrAsHYR1tIvV{tHS0H*EKjXST{LESqc!>Bw
zp+5&2caQVdng|=;p|~_X=%rBfWwPc3C5+5@0Ai`%4vXZsq8_yy+z!kv@KYxwCN@;n
z1DQ<y(i>UF#wb#$U)NDwG&}Z44RC76vNA3kU8k&8cYI<1>)x@4LP;+@@6vWg%WXg!
zX~ccqsMR?ykuj4CFxHb~!)rYQV=x)Rm7r;cjBs!_f2r`RoBf~&HB`T)P!#qz%%QyY
zcbX^6k37xn6W1|)H$lai&tj`ed`ePt2NAU524>F4+`)(h7REcEyuL!8C(MzQ`_*f7
zmFU3s7LnE?^abU9PE?B5Vn-$lUi;Eg+E=+V^y;L<by7pfq`jB@!Ke0k<K~S;glr__
z-@QD3b~h7w+GOLJthnSug9ikY%>K)^tYnkBHPlmgRar%Si(WnE#;tcB%<ZWHZ#?74
zl9~Nw1XE0~+UE5m{GX*B%yoQZqLFL8s?cHP3n(eKMwK1oUF})ER|3MkSiDHx$3sZ;
zTAoZ}B*=L0Y?5{VWTJtwgu{?5m08^wBoB-vEmZI2NDD!yxaMsBP4)xm68@J<<_&y@
zw(5;SgS^PT0Uh?;@cy8irXz*c0jagngmEiSDB+2#Od>0>bEVJE_wG(JLq)TuuurY;
z_NWufqur{x&9h5(08}tOvh3d;R;)@OA&cmZqP51nWy==zo^dqV40*{+Sp@d*uXk~A
zIZtX2@fxsiaH}IN!3y&|r(U>_swt@zi6Sp?r;8bQ#iHQ^zv$D2GJNU!XJ;!Y?v*nM
z&&h8I5005{XH|lB2Zk<d`r#Ly4T?%o1)X>R=k<eb?)O8=V}|^+NDUnJt2roZOzJJb
zVk=0kNsT-C+*SvvUy<5*Bz*=Id2V$*AUH&z`KjJBoAQrt9N2E!rW*A_b^vuo=6Os@
z@$X33+dbYyW}pe<|Hc|7X!5<7Z?bh}(}n$!f!Ys$W*4nL_dcn0Bq9SH=Zwn9CgQ!Y
zP2;1k`;KgQI;u8PXR<XSvJL{gN;4J9w`5oSIYp2BndNqI<zl>$?`cXSw?NQ-!(gj}
z9Z==1=_h^x#L&z*Eetgx5eX5hBtEihc8bm9HByQSQL=HkrPm}NK})GjJ&E*oO(6yn
z8nThO#MILtrE0_DBPG<3beyR#RE<#`6fiNd@~Rzc9fFpyJe?zLd&*#?#?=tp+UUyJ
zpe02wm{@dYbX8Z-%v&}RTXZAx7_%_;^wSL+!w?%4lDuZ)XDX+fLo2uud%qY=kHsJZ
z@@q6?It*K)R$2W7VS)TQ_B*NzvI}Hmcr|X4B)tRe>25~KRat_(l9*@~47EybBs1Wy
zm~7{Zu|5eOvxw7$+Io$o+7KTG`yni`9?f#^L6U9OJX47~afPgXan)=xKDg<}_0)O7
zy=~jJGvRvgU35FrQEZ>S?D*iKHtE!3Jc*qS6;;fWNb1wF5VBAhXf2o=ALh4opR<2t
zq}ema!fD`6QY)x2R|l)KvyRvOL|MsCf|ADA5{j?^<9yv{#Td~RW;TKF%1NTL@wnAr
zgR4Ek?z2{={S~(6o9LcT;QXv<Aj2y;M23YF0A6t;7he*qo3gQyi*Ht`Y6^~iX~jV3
z$<A>yv^r9#J>@-kfzmIh&A|w%j9}<;?$&IKoYUg-*8nM1JF(l0J$kv}dKx(nn4a)W
zbb{sFVX0w^3o9*>-gEx*`p^q)YjUM$o;#z}$V8E(Y4pE*g;{)5$QYaS-AfX?Fr~3$
zT47X2Z^yHf$3BMdyOa&hg+SWtq>PbGIhZn48VlF?@HxmN{<!9hcE8KPtv{^!#_1Eg
zUI=dUf-%t*GNVk~;u|4Dyma%So3Uq~6W+w;n_|BPV{A790L{-9Tcx5$!lfqCq9%kW
zQZ`@NDK4g+yC`0jvT=qbp*o;%H=?3gQg!nD$^OQyN5uL%7&FQYb_C9J-1~GwHhBym
zlPfPTF<m9q4g7RfM;nWX5&4BM9;Z{kgbQ|b&!g0oSx_ivBYG)bRH3YF1E(t)TrRYC
zB}|NuQCe_){eEXPBHk8{`UU-ZAXGGBws;|w{}<w%uoUtp%c_A`<P*4B@7gR!^eqYK
zeL2oB@>_tZmPI(<a+SF(5<`g5#9e)K<0(4KO(mdcyG{pQJ~{~c1x!0|YzA8-NSyol
zjRODA0M6vLe=m}`&A?u4=1l$g|Nl!d#_$cK#v~a^%c?BC`6T+7DAJa!7ZVWPI&VJn
z>!(wBWgncEQiNIhrc|b!SbLo>e*yc=AcLQbOZxPVQ>65QFm!DP>7N`-i7ktVBPD|m
zL`EXXglEARI3vQgE9Ou(ZqneT<_gg(8Q+kjKlf1q>zr^)eRm4w{&ia7$jZWz6V}t>
zlu{aUSkzc9*|$(nRXj^v$Ji<<`&_1g<b~NyIh=5FUxdr$oEqj14m8jmbI8<M>W8z1
z!6oU?ekX!RSBdsi2EwuqqN|8`7Cw1}aAZtz3+rI$VIe|n{MXV#azm_DKs=KuorV5D
zQ!Bb@I?ID;aj)^_pSvn0_R0M4>m`+}+Eyy7qr?=$)U7E&X|y5MuM+*vp61t74-^+M
zQIu2^6qZ9aXcZEu^+Y3HKaUPg`YRrywcHD9lLo;9yaF7Gmkf>(h%{yXxp$y5vSMZ;
z-4fbRt|XM)SS#`<RCOLjO3{Gk`3Na})bDh)y)EvP(y#an<@XiM4ocGW1ya%|hBjf5
zA`j6QcpU~U#VGp?%P;w4HZr{W#(HrfQ=~JE7_y49sUz$)LI!GtzHQXk%%$wRF9V+0
zWlA4y)48-nbODgi1VI73|BXK6jl1Y>)xcl4H}sR7-YtZ-%qafEF54Moz-TwoDbSD1
zbR%|J2F1Z^sDL^I^j~{@0R(42v-tDHMV%0v%7w7UI^&l=3AL$gU_bur?<t}B%_dU4
zH!*8m`cOWs6zVfalBbDXYa{CXr9_=z1W(tay|%%(h%$Cb*BGH0-DoAER_73JD<^By
zEW#@KW}<L-y4MaBxzt%XW4{8%Q^NyZQTPUEpfyy>h5w$rX1EA`yEe($i?(0J4DzNJ
zvoPo>S>~=%_1!W2xqi<Y{lbF@TA5uR4pPGHLHe^|1AORF$Gl;$*upL%cp(6pFa3Iy
z<vC{_hO8z-dpyJG9e3Tckzf@12S8Ko3(#SebzOeu$-sKIB;fkxBLnk|cqdDDz<Ia4
z?O9htma`B6s#0$4P++h5l~V3WTSh69A+No{hhKqx^!tafo9qm>5;spzZOUTMHyu^#
zKtC7PyHImF;H|wjCETiqV7-xd%ohR0v8#E8dryJ}SXT${s;F9YzMWNSW<OB@Upw!a
zo320_{A)QGSXFqZ7yn$T_l(`8Q2Oy0QRKp~yPr>pe%swpVgvUWO6dVR0(^Zh<LXwe
zH3vZCXF%DDY5PT$vlEu#Rt0z($uAev0@jOd-`EaorLj#pxZVO2&7s_pQatt?Ro7)C
z8X|VHskKYfM)G)(UrAfEe+o)waPpiIPrdwuJVIQ4pPg|FKQ330xw1jR{<2wW4HqwR
zxQN?WOl}7Gk8t&*rwBL?*EDKuYOOKh>FHeG;vY3E&d5nHDSa7SKF;2XMcZS45v|ep
z`9kJTg{2{Kr7o275=+L8lj=9|u8edj%8qQm0;z9_Sd1<e?4|^TR<m52yoftpn1)!Q
z1E*J=z|;N<kr^)`k97xtt;~`>r1@9ibS#;Eej3S+4p3UO1eQiX#HV1ASWK75OgBFa
zb6SKCE}4dT8_BbM^hks}Jk9m7%59%%6-IP}pI9NKJbb5F_P4&w4sZz7OyW}dor*`C
zKx?lnC=s9HJu>b{g7NL2qmMP2%3xGphYgTuSpf0RJ39$V=GkiG%LmXgS@e;M5)^=w
zsn3g!482UW&!X8)4`;eG7=QqmhVPEK!dv@uvk3|^$4D~?2Rv%ssP5Yq_kL-Yw%_P#
zYW>o97CmI>3xrh<4pX`|Efv6^=%&%#OZ^EYuhtB+nQ+1Tnbmhk79g^Mjk3&7__8MY
zEn#KGHBWd|uG<jd*gi!&qF-pEYDjfWJ*d@?CCfOL%ICU|fZq!0Sv-CA{Alxh0kv4U
zW{7*~5Fyz&;;UrmPn<>2wzxvtCJO~(mNWg*oY*Yxc9>@IM!R>}q4mo?V<2?x@b#?4
zeZzmkRgMMOxwJ=Jo}?Oy|CS);UzP;uy{2KEnB}PvI3K8=2^)ESqK_r4Kk3Y7%93V;
zzy(Ah+zthm&sAaFQwkv@(<G$q^}q;}m!7I<c@Us=WNc+$mOCqdyzO(lEH#|^931^s
zN71_B-1|nFc~Up49pX_k*`aQ=sb=fQ#Cywz4VS|6?AY4SAd?>x@7s5e?Y8n(D%&}9
zL9UX4{=ua?nlBwh?qc&4tnf#{_1x6zCs>fngj0J#;9*3rs3s`f1-)7{fhe9n!<2#I
zJzE{=0CIQP-Juvc=~fS6c-b&E#(4d&)W=F%v=>}dqvn0fDU`C`Qn@u^acQ||7O*as
zp^q#kdq^Uql=Wt9Uw#$b5mNCj?pL;GPh6obbIHT)8kFo0Dy&NzZ?REY?rM$8kS<TF
z_1bQ$!T}w6{k-R5c2&RNez>F071}@NWUvnReEo`_&p~a^O30EFhAMSKMx=Rz?N|)6
z%cFp?_nb9WUH_yGy{Sh_I*#mV71Z1d{<!h_B3@h4|3PDEp<(C+gSa^-R~l}$N5<eY
zCnsqBsyW<F&fu2%1hzFD*h7-sL3kK^c*+^>?s!S;lD24*px%ooI0{>b$Ahxd%X*q`
z*a;Tl%4|RTEEFR{oTkumX+*?{77BK6ighJZ9c3(!IyXIZ{Q@5D7RTEo6y@M638~{o
zpSBXQ8^)DKGy*aWY(Jnk=HuX~+^E?(Z;v3ad-CMcHA0-i_pABcS@d(m6m9T{k}g7u
zUT5~?c-gLbE;I)OC!cZs=+E`fx3aXTC|T9xNCe+_NWo(Nsu3G#nrNRS?Gh<X=ho&$
zcneRzwPP+t%Dly0#D`x+p1z>;$!peD_XoJqg?IH!hl`U&EX62Zmq~c3ckass1*^ya
zQqOc6<t-Yq@`@}6UXg<gA@H(-%#IYLkG0E6vS19U&wMktwfgYq>O?)i2%X@>hmX|T
zcAx(ota%`K8`sjWuYO6I__J6rfBgz_Lz9{3s#-Md1``TSsYyf9MpI~=F3p03O3qj}
zB7{?lDO0b5eQTR~_vfm!oJchdEPA@q@St1rzPw>`3~LtfGEs!t`{>&5&>sn8KDHzC
zYuRC!mGeS?o+&TNPDMjhKkr5D=ZjX9?ei}x*Q+*Xausv3<vgiwh}sq#E%!;D_!}IK
zQs()XrZ?U+xxF}pb$t1Qrc2wbxEj!syNY6JSM4}^f+U@#&(SlPqxiPq=0J%wn%A0f
z5v%#_VtRj~-FxS~c(YYgQ6{t{3OjbiCB5M}?4TPKNqgQTAxY;a6I9E)TI<O0!(L0}
z<Dc~MhBpn(A?DlfByUvxGH%e9nU12lp9IN=V%x291AFAbUvKGcbkhy{b-s<2=6xkv
zDJS*o+VR~6kA9|vNBiukl*QTl$>=DFkT_LuZ;=e?>}KuQK-zI^W-!@I<ViuBM}IB-
zfTE-HcT!I2&kqx0Teau@!{D<=gci$0i~UZ7gf0^`NnT)Y>a6pEfaP!odTixr`eaXr
z3i5cJh(pLzRPK-1Io)?=`LcB20tH3B@$whQs%{F5i_8$~u*DtEnZG^ctx;+CKAnNL
zyI6o4#3Y`)#Kcmp#%g#FmrIOy&7$TP>YdD&to(!Rip12;AzWXEy2F(x*XKpH&U;2K
z%~A1Q)Rj6UrKlFAd-e^t5x5F%IHSBGj|WZT@J6}HrJX;G%sQ>0sxR~UP9c@8OMjYI
zD(0`Id;KwxfGY&$O0UZOGxDxof;-DQ&2#Uh8-X|-sm$H@34whH@yANZzxh%jm!5;P
zFQDjGHRaN;lfw;LhnvI{KjIHz?`>W&UC_Ow`=<?9>08^kIXhp^ziD<oncaVANfU2A
z@$nT(Hj8+5RofQMtSxh*h#m+b#rw^l2h|$CA{y&BRZxw$$AM_OG~!$GcYEqL<G382
zo7FWYESNC?Ls<4=vE~~|>R!61SW84O3-h>0sIaA{wigf74NJb%MtBO#7+kwywtbrV
zsv)^rJ{=cZ;n+Ro2#y^{+{Dlo9H_)26H3Z=@j`RjpPQ-ImiNY4`8VRiH=s#UOV7fs
zN7><n*g=J{Ve@EgB<F=(Cpj8Lv{)bm-PJ96yy+j1nuk{xtUm4j042|Fc$)4a6i4nS
zIpC55v(aKBxtLoK8dl*x=Jlfp&jZ|fW3$xh1cH+E=6h&YwEzYxG&(@rk@#x)7NjWW
zJjSsTj%&uz;7ZX)s#0M-jU6^Hbp|(IDZL&Fy(h|mI^Qs3V%eanr-2~=l`>@BNj=ZO
zsvt%f{^e~KnKrzxPB`EDvBLa01hTvV*GS$w353bSqiQb(y}bQYPDGcDYt)&=H#zu~
z)aj;5UNwSp?AwtLl8RKeU$5gs*Ox!*9_8)H+$n;2sQ2SOFYl~?cuVZ~26VglMsZ&!
zo44b|swSbJH(WoB8NGPhairaXdUd#fc6D1rT`oo+Ex-yV$&U>@A7w~_?M+(tb{~l5
zjUJGdG2ikEKofpeu}BRg^Lp|<)&+cJPa1>*^A^Wj{q4k_!}!D2sf?Jefbz<Rqe#!a
z=~|<X<Rq;vS(UJ>j$VX&?06YAFUbrEmv(o`Z!jh~kz_VHWkf@Q{me-zJ^?J4hb_3{
zWBPjQ6iA}2l206-d>neQx>|bL(R@6i+ixNVMnGS^-Dk%elxnhcH4+xsP}oLYH$9H6
zEnQi_y4{ClTR(o11dno$x%Z@!kHv1P7pc<pskk7DiJ}{mh@^4$R}NT($J2}|p?2qu
zN;aj^_S2L1M^BHxn$$B2h{HRTxOdX(OA-&sr}AvK$3N9AKy%qdVhY1;p|xJ-ATIFL
znd6$~E7-b;U8-?@fU$jROz&~(>ut{bp2Ia=#0Yea8SZzB{>qz==01ZUv}DTXH00pk
z*gJ9lo;M=lG42>o(f^RZ0s)BNdCyG8g;$O57i1epN!P!;6xF`fn!1lrvf5Jfi0vzJ
zhf(icEcISB%&8oJ)5)`-kW|@aZ6{hTTQCM}E98Hx@Iq7d5z$Fs(*>OrN)WY1m#e0U
zAE!ZyQ@bdHmS{`@>57`W2(jVYy!j2h`KR{Jl)4{gio0;}TUg4A&(5r&7_HnM_e4Pq
zRGQ@4q4QbeC-eG|cxtx~5cSJ~3s5o*CMhtLa82N_J#xTf+yg`Pj9$K37hv+rc8TU2
zJNKhpL3apqi9Bh~k#Ozw$0=Fw4=IZio>>(t8do5AwdejjoHL~%8x*i>Q+819llo?j
zXq{<tQY&$Giy4<a&|so_Cn=pHpZXFB(Vax|SJ#$BsO^AzHUS$7x+dd~raA@zA>Kwb
zf!~gd)??iw==j>_mcZeCcUYhy)CifyH}=yYCy0`>TuEO~Y3agVFCm^#**r0^3TI@)
zdE!o_EFv1qM1zoMDEnA>m?9+X(Lrgm5W>&aXSIK#xIDRq2T}$#TGZlEU7Z3(Oku7;
z!(3nfTVle;NC<uT=avezxJy|_zTlSHeEpI_%~G#H(jvKlwxf8M1tD5p+kA5YF*~by
z1`5|z{An9;Y)|<tiK_obEAb(EIFN5`hKloaAsJfqtIGuE>$G<M@YaBf_Xv?kxC?1)
zO%<txkP4cX4^h09#>AzbsHsA_xld&{umekB@>o<ERyq;myF3P+<O7Aa5cQF6N9&&V
zuc#U}llPvv<#TgXw$%o>S3SlxX>i&10gK}tDd~ia{v*Nusc)(XJqss$*#@K<kHI+c
z>)DBpg5}qDhpu9Q_+zYNaRC!dWC?VQ%+AJ=5n<EEFXtb=25uJREbW-|F(!&s?d#bX
zUG7Iqd`#|rO44RjtS+vbkW2dm4?3p$t%Q1gleTQ*o<%q23VRd6PPbWMN$T=RRD<Fn
z5a&|YfiO|Y?ZML(%Bo9{v&ig@tchZK)LJ&Bka*WQ8bq?J!|fRvWcUkgI)4Tr5oonl
z15cLR@Auekt2Z?pu4Bp~MzWl0KZlDk1sFRF;!PfHzi~;H2!k^$!I_1iDzGE4CK7E7
zKdn~7D|gTidk{GF=vm2c#9&@%T|J)C6=ff?3J}IdHhsWl+z7`!W<d5!Na*MwNo4Q&
zQKpc)7+N!Q4AmSLCiSM;2FT4vCD4Xjo1~1HdFE_X?bE7*c910$I~bI@&iB47l|*q&
z-!Zj``FWoj>CKFwApmzsnpX=@ip8MXoiwUR>i=Z~AwZ?`B4&-bZIh&Hbhp*~D%I!B
z-*%L)CW5?bf^iSpY@J=<mHeZ+pV5j2qv8cWQspdy>fBOV@B1ijo`#mqJj;qDUvs~7
zp&sJbNPBm1-4&ua5)0EQbq;7d3HsG)SNy3gm%z5ykC5!jtoVA-<|tB|dTZgd;%p-B
z|H}kgctQlc@l3M6@h6wa#KmO|&0-p*IJVvs5jy_tE|J?^CCG@m+L;G_*@XBug);ss
zK#{F138X8bepODHwA>E<o<?xTf-M1@?X`&CIe1}VMT^#RbRCwNj-*5BZ^is2YgekM
z>0Ggd^ck6$+Y=})=;|-{DYj(%q#qVsaDfKe*FqcgAB|Wl#`6rdlK2ulewGmF@&t=Q
zf0ClU%5rFSOwT}R99KL{9~rixZ4}=yK=L-=w(?`@t8zCAP&1e*lrx)9==*!`nEMMk
z_^r5&jQ9{`DP9uDITC%5cKl9)0E!VQYhZ{$I{`SYJ^b9Zrz^vPkG%prCA!9vN0My-
zaeT`>g>>{_557)w+c~MUzM~5ypW^)3LaK)uwDOs!G58uF_>1b8(_R>wHsZ-=S!e!K
zhhXz$rrLYW@<rm;7E0xep@ZSgWQ6QHzGajDvmmHSrZl);Y*?*fdMlBSI)Qw^;__m?
zryEUydK56*SV?VnJ#Qrtb9;Q(;F1H)HhGVuBZp%}(?4khOdTFwGq1ViQB#gwI?r#~
zODSDE)NrMbKw5(KY6i3P>3kGxwg}$x_%1;W`P+d|?f04uhF;`CxqX=NzR8LH^sN+o
z&FZ{KyNHvNYk<h!DtG6ZBP%ljqV$?g3O9&nHh{Pg!4=2ohUo<=x#~TTX$eWxbTY_z
zR?OwQ8t{}1qv1sq51H?((D?5ny=L4!1tutTS%^5>NCPAb^bc;Jl${}f5*ji~e74HR
zf2AA>&fQg9z0R=9eK-vbb;F4}9P=XklP4-UsU1WS?+e`AHxo@x9ROc`sn>VT%cJh6
zg`fm(^g6I~Au_|$9VnlSju54$`;tmlU(9jrmXLu?HK5Q07xEr{jy_;}3lVL~#+9b=
z(7NrO{EG4U1V)dF+5feb5+2`l=~brv;3Duew`;H(cDV0c(=LM)mb!5q{K9}Z0%;A{
z(kK)o9)0&tV0cD!+#p-Ei#Tw8M+v6q()6pgEYs+(QUhDGdH0U$PQ7NG^BR9I)g*<{
zD|Se?kv8(-+;Q&W4Fs0FOfuz9NV3G2@cM;aFaUQl0-_)F2YHHrQ?uG=41htL!x~MW
zO>s>we}df_#2id0%Z&i*<mM|L@>r{U=3o>VoK5C@wT8V}_9AXa<0rQBj-AKVD>H)B
z?~T76n=QidRh0hem5wsKJvGK42MdX<(k7e{J7h}U4sSv7R6k>z&X(~?-Rem1Awh1_
zMWJw)Xt6)CBfZ7D5oyv=;wf>EP1SG2sY02G(n2`a(`}PZu$9n|MAznG1!l@<8EWVo
zUWBf*MChOb_5L07oIjQzLp-xpLzV^cZh%vpmv^)&0Re603UV2*WEs`9$07x7Wn9wE
z1TVP#8gT0G7mvGe@huf40-%SFu`-3<72EzNuE=#8u!fJ3_32Ak9~*u79E@Hr_72(!
zgTT{5{(#g&2L#Eme;J>vA22J`ez&IaDRQ!KICg(P%28nI@<6xR9{14|&?`lB-RDHb
z*zxoALgG-q8q@R1wZn)_F#{KN0Wxi|0g;qbN0YX(1@d%q8z!!42aI7UvVm}g#m4M-
zain>io#W>9M$H3R4K}z8B(-V10Vj;3k8vdOt7--JSb|g&QzbZOW7uk5HLt|=`F#Cm
z_|b902ZWI}mlv#le<*c9X~t^?X0;tpQSNV~8p=IDzfC20q%^@JbF~q_xVZ>aa%5Ut
zjZ*#y_Z$QLCdGBlGf*+NR`hb%cSOYAOsqAIInC?IzDKmT=Tk+DYF<A~QmkvIaqk&<
zsn1=jvEHi=osS$a3T|sQ5Lw^8Nz$kSM^O00I3?;1+YQo<I9&*=s$h4pJMml1c(U15
zlAu3gfVr~a6zIbwMY<4Hl1{*&_A7otRTJP?55nwyex+-}d#b2!!G#psaI*_2aamZ5
zC*yEYp{;v6F}RoMQcRFeTGKpU7$qX}?c~BSdd4_L6Ml%xy1#xqM!Rr~-ZPHT?DK+S
zw4NNJ8?OYm7JpSVMq14{{&=>v<HpfqNnL|GZsP36I##BzH|Mh@5w?O2>Mj77-LJ@M
zxPbU&2pRBQOWvux>$QqgD%ZXZQdZY@R^>TZMMI%yPq(8ayiEiksxkkJYVbCqEdLgW
z!acJ^q%EJ6P=#6ZQq&`{L+&~?;1G1tK8_8Y=@(Sg-ZXZWa!i#Za>Sw~?^#OaiS51Z
z+omm*p1k3SX_;J)&Gvo0`n^0h8{pSsdHM)rvl&-@t_=OQ6E+)wnVQ|~X0OI(r;{5$
zaI~&rYIU*1@Q0*U?D`eb_$Ez7k<V#J=nQ%D!;O%iUa)AuWvMu1vv&%jLSBP(RG8<D
zmYzs6XJ?dDHn4w95G~&>f}!~N7V9WAF(Y4o3y#>OVP)IkTAt-R9s7Cb8K)BK3t4)S
zo#<=E4_rXbIRTlN*i>gFRnmefyUM+)Zp8sz3b*U{0PrQn&WrC)+SWWMn|I`ZD|7U~
z1^V>VxFtgR>DW5-iMnVY>5x0O6TKFr-HiQ3qJ2!0+``8uTJUl0A3pvq0pH2MY5)!0
zHzgL*jgVhiNC3?gs3iC0t=X9m`;Tp;In`^nrz`57kUtpmO#(<YPYk>7Tmj=uy@>QE
zv188wzpJDZISkbyoAs9q+cJL&7a;K9vfCNh%r!gbsu)6=dC7*-(+**W@2pZ$i}=(H
zyhaS#tSl*?R~VkS;rMXuO{)9=bc9bA6;~n7SVB3sYJ37RDvOCg^9-pM$f#Ox^IR#%
zSL4Umd)fiT*;z@Xd`S~zO*b7?z+*y3K}IFC7iUR*@Xi~ib0jk5nZ8Kmu!S3MOCt|D
zmYqI3BEw9Vg`e@_UmZ$nW2rtb0-GW@z9*QeFypb|MtHO%;SqEGE(TqQ?n?>V<6y-k
zQIa4Gn2OKV@1$9`_>IV%gx(M7D8ve1Ixa^VvPUH+zkUJQp)xv&(p8YCJK#!mp0p8z
z9+h#hl_khz1)^t!5kD;nWRJd(L8d&dR|^+!QY#UJ_}Wzw^TrIY&}33Vb4e${N3@~)
zoYw(pZk;abTHAY}wfC*^^<j6h7ruqE8G@HDfDV#O*De8tToW`XzYUdV7C~<~Kycol
zAjv5=58)nKjBx9qvQNt_sq_7-FpKrRy!^$L>w5=Bf8luC#o$h(VZnA27BayG2PW|H
zy&nrs9i1a(gTakuT3{yeXv^>I`|T-qHHWz45aM*v6OE6A{LcrB*4UGs!?+d{NS_{J
z5YZB<R3Dp)8-6hn{$unt2x8Ee>2q}Vwpbk83(s`%<c{gP=k6n+8SMm8Fa8wXNZNhj
zXT14WGwydTa=#P&$`udt>*9p>aung@VqLz9rouX0SqBvR0<tEy@B*T0gl>ysO?Z76
z5C(lO1E7|EslB8f>TqiGWh^PnI!}c`3q}W`8jpkz5Gq185>Wqhu6j}{4WC@^og_05
zr|;-4utP%QN+6$DIfC>mv`)X-o*-M9X7uh?bx9m;{ZrdgMT(VHZXe07F>8{Quvs;I
zD$3oi-eyh4jZ5JqA0Xgrwu*+?s-XtwY5mk(Hl@6ab#9j~qd#szRI`1CQzl-VtV=bE
zSt3zb@|kVk%aL&oChlhDi>)Q^Ko}rnKdrPSl=73zdIUyGUEiD7*D!8p(T!<@nlZbu
zaWtF)_X-T4u;d!f7K{3dwsxicO}hy(y;I;A_>9Xk2agT)tn<eud80?y5`9+wEt`&J
zsQQM9@PB@<^s(1@vRnIfVc&-J<16|i?u|_Oy6qe!;ztDzeV{CIb~j~;Q#BP?`>OjQ
z?v_#In02Syou?kg%C9h#8v6!y>igeSNYoyv%9;{sk)cJk<LP;Q`?$c+zNQ?>ME*3S
zfL!go{6qOoly>AjYo-wBE|Z*}(C-`JBlbq)ImO7n$?*Z73RnyfXXn>1s?`WViRwz4
z+ZUu0dsiARz2O*aXW_xJFd!?zpSAY_q0Dua9|Wwkm4WH_5u}rH1rG}E?1O@vji5Tn
zz!@Off@4PCs%RrSTmYZA1r`a**!1uoOfRwvm~W*L&h}-3%nqRoceFD1Wdz%X5STRk
zrAk6g*yrXKU}lP`d`p{hFNU%`Car)7>-OS;F)@v!!983{X|1|=T$ZwGTJ96W_{PrS
zWjQf+pTu6T!tLnZL^&SKrj=VvbKL(7Rd&SD@!T(uCyHq4ZoQK@b3Ur&h<Ex2FO`+<
zq_+dFi2XXAhA|ATODPrC=RLAYy;L^m184-|6Q~B|wN~Xm?#0239}uB<J>TrPSLniR
zqI+L(cH%tMbypvC-L!}2&a7N@GtzFk!6dBf#oBwm=BINHbfs2$vTF;nxeW)}X?qL@
zLjs6vxWX=so1a>QH$JhsCUV;~mV{5JnGPRQ=_07MmSDyS1U8>38Cq6hiQ9PuP)<qD
zYRPC50X9Qkw@KgXhigD!P!HpxxA)On$Ayp6yt<G##(bqHIp(S_$U;QcS7|GwYtzEJ
z2rAa^mMoY%r+DOxB8^{HYRx<uiqY?V^j(&Jz5sazeb8rb%$g2x_Bl<UqE#K8964`I
ztKhup{E8`}$?gE~u>LYzY&la+Q-Z#GpuT&Ow99@U{?-07A)Iu+yyi15^_>g|>K~6o
z(`MA2+fjEeKp9|Kw&~`j%Ma#>B<8GTihQ)lB_1~iVTf2Ff^MC+>p>HpRJd9q>QI>V
znUf#%%0-}fHCu@`^|sq3-#+DcjMBVedfd6-g{tB&Or7uz*Ju{CnjayyLY^iWvx2Fr
z>61ITc2GO;uMK}dDL=G+y*;A5kGg9ii&(CMu}z~!aPBZZd-QXi%_?B~2EikbjxxJ8
z@mf^8{cuOcYW@o`>prLx?X1jq5u!g@^rUJ0SXkgl(<NDA<lO(I2q^Y(y)Z7f;UTfj
zrw+WOvO8a`#8uI9o|}41`6KAh-l}rCS&0+OeiScvHs9Qhd>>_+s`pP%P38c7R~vd^
zVbg?5KEj*KLhZ%eSiz+vjM}IWv9q{#O|z5=@2l?kTt`a;5~^?~glLjIgDf>0qWcIx
zh;f6WAd?!{^esf^VW~&_=H8?DzLj0E=MA~Mm*14O`odp)#2VcsrF2JTC(;76L_NgC
z-Wv33A02U$k3f7nD8?7F?>-lmB4_0vBBm%G9KmIq5z~D?-xg0ieUk@a@e)-bQY?MJ
z>bV}jchE0$x`KcrLMFt#JE-VSr8{DjVSvW2nET=;gHZ)l1b^$lDmz+ppJKG$YCdUT
z>>_DRpjko_FYQ5UwXS=TgC1YgMwN^bW^`oJ+kKs1MDh@wqAXA;eAb+8lC_kRqaEWe
ze&zt!<uYzD>IBe-ijR`b^Q5e#_&J(RwICnX6kXhm4(fKZ72~?N1<&_S5_ntqKAS?G
zR6jCzd8ghc7el$^ljpn2w*?N0x!%Zv*J3|)=O#+0N?p#g(I+qGuj5R>{O6w0JEFz+
z*X46IT{_f9r$TRzG29B8%9hDk!rba*@h?ADf-1Oee`>WDGQHmz@r?mt(;0hn!JA)n
zDaxE%3|uh_NP`zYBHyz!$D6cQQu<H9<E7xwCJ>8!YD}ACcO@Rk05N6DzFIJeLStiM
z#9Y4O6<;NjjiiYf3ymusA34#(yW8Xn$b=OklN436UV8F$y<xxmC3~yLKM3`V7xWB|
zdRfZa-)SyQXza)v{NZs)7HU;2682wz&rTP6t)$&ok|lO+mEpQzF)LkSq9XKkm0_^^
zaOKFC*C$NkloK3mgI);;Qx}lz=nHA#%~5CO2HN+&#nFhn?_#jsM>e<Ifjp`rb4x0i
zq$doIm~)ftrZ;2Y=m<(iZ@Omi6`|DaQ(CX+9|$|BNR7cb25eA-%9t{<QkYx-DM)Hl
z0qej4`U01kRRZ2hk;3@dEM=6z8~XmgZIyc?ZNC5QFMn|1I`X$v)69DOEvoSSx%gXu
y<@-|nUrKoX{{H{+hyQh=3je!h<Gi${Ipm&<EZJ6>96{c|Vd<m4#qU4$$NvL;{0B1t

literal 0
HcmV?d00001

diff --git a/fomichevks/docs/results.csv b/fomichevks/docs/results.csv
new file mode 100644
index 0000000..d72b22a
--- /dev/null
+++ b/fomichevks/docs/results.csv
@@ -0,0 +1,109 @@
+Структура,Режим,Операция,Время (сек)
+LinkedList,случайный,insert,3.450394299999971
+LinkedList,случайный,find,0.02368320000005042
+LinkedList,случайный,delete,0.0178195999997115
+HashTable,случайный,insert,0.009212800000568677
+HashTable,случайный,find,6.169999960548012e-05
+HashTable,случайный,delete,3.860000015265541e-05
+BST,случайный,insert,0.015902500000265718
+BST,случайный,find,0.00014120000014372636
+BST,случайный,delete,8.770000022195745e-05
+LinkedList,случайный,insert,3.517222700000275
+LinkedList,случайный,find,0.026108199999725912
+LinkedList,случайный,delete,0.01791400000001886
+HashTable,случайный,insert,0.009205899999869871
+HashTable,случайный,find,5.869999949936755e-05
+HashTable,случайный,delete,3.609999930631602e-05
+BST,случайный,insert,0.017175400000269292
+BST,случайный,find,0.0001505999998698826
+BST,случайный,delete,9.200000022246968e-05
+LinkedList,случайный,insert,3.435324000000037
+LinkedList,случайный,find,0.026613500000166823
+LinkedList,случайный,delete,0.020348300000478048
+HashTable,случайный,insert,0.01095050000003539
+HashTable,случайный,find,6.169999960548012e-05
+HashTable,случайный,delete,3.9000000469968654e-05
+BST,случайный,insert,0.015578700000332901
+BST,случайный,find,0.0001768000001902692
+BST,случайный,delete,0.00010370000018156134
+LinkedList,случайный,insert,3.4476645999993707
+LinkedList,случайный,find,0.025092200000472076
+LinkedList,случайный,delete,0.017970900000364054
+HashTable,случайный,insert,0.008620399999927031
+HashTable,случайный,find,5.6599999879836105e-05
+HashTable,случайный,delete,3.699999979289714e-05
+BST,случайный,insert,0.016901099999813596
+BST,случайный,find,0.0001353999996354105
+BST,случайный,delete,8.39000003907131e-05
+LinkedList,случайный,insert,3.4527680000001055
+LinkedList,случайный,find,0.02482880000025034
+LinkedList,случайный,delete,0.01792089999980817
+HashTable,случайный,insert,0.00791659999958938
+HashTable,случайный,find,0.00012760000026901253
+HashTable,случайный,delete,6.010000015521655e-05
+BST,случайный,insert,0.01643800000056217
+BST,случайный,find,0.0001905999997688923
+BST,случайный,delete,9.900000077323057e-05
+LinkedList,отсортированный,insert,3.2146765999996205
+LinkedList,отсортированный,find,0.02251799999976356
+LinkedList,отсортированный,delete,0.016432399999757763
+HashTable,отсортированный,insert,0.008092500000202563
+HashTable,отсортированный,find,7.089999962772708e-05
+HashTable,отсортированный,delete,4.069999977218686e-05
+BST,отсортированный,insert,8.144065100000262
+BST,отсортированный,find,0.07145860000036919
+BST,отсортированный,delete,0.041536599999744794
+LinkedList,отсортированный,insert,3.2909168000005593
+LinkedList,отсортированный,find,0.1718697999995129
+LinkedList,отсортированный,delete,0.03186750000077154
+HashTable,отсортированный,insert,0.014283700000305544
+HashTable,отсортированный,find,9.820000013860408e-05
+HashTable,отсортированный,delete,5.8200000239594374e-05
+BST,отсортированный,insert,7.79496620000009
+BST,отсортированный,find,0.06252070000027743
+BST,отсортированный,delete,0.04316579999976966
+LinkedList,отсортированный,insert,3.3210246999997253
+LinkedList,отсортированный,find,0.020591699999386037
+LinkedList,отсортированный,delete,0.016228899999987334
+HashTable,отсортированный,insert,0.007315800000469608
+HashTable,отсортированный,find,5.450000026030466e-05
+HashTable,отсортированный,delete,3.370000013092067e-05
+BST,отсортированный,insert,8.219712999999501
+BST,отсортированный,find,0.0645872999994026
+BST,отсортированный,delete,0.04166759999952774
+LinkedList,отсортированный,insert,3.3059798000003866
+LinkedList,отсортированный,find,0.020161800000096264
+LinkedList,отсортированный,delete,0.016405999999733467
+HashTable,отсортированный,insert,0.008103499999378982
+HashTable,отсортированный,find,6.690000009257346e-05
+HashTable,отсортированный,delete,3.999999989900971e-05
+BST,отсортированный,insert,9.020431099999769
+BST,отсортированный,find,0.06939630000033503
+BST,отсортированный,delete,0.04487580000022717
+LinkedList,отсортированный,insert,3.5286267000001317
+LinkedList,отсортированный,find,0.022289700000328594
+LinkedList,отсортированный,delete,0.018663600000763836
+HashTable,отсортированный,insert,0.010729900000114867
+HashTable,отсортированный,find,7.849999929021578e-05
+HashTable,отсортированный,delete,4.8600000809528865e-05
+BST,отсортированный,insert,8.329646700000012
+BST,отсортированный,find,0.06335099999978411
+BST,отсортированный,delete,0.042559800000162795
+LinkedList,случайный,insert (СРЕДНЕЕ),3.4606747199999517
+LinkedList,случайный,find (СРЕДНЕЕ),0.025265180000133114
+LinkedList,случайный,delete (СРЕДНЕЕ),0.018394740000076126
+LinkedList,отсортированный,insert (СРЕДНЕЕ),3.3322449200000848
+LinkedList,отсортированный,find (СРЕДНЕЕ),0.051486199999817475
+LinkedList,отсортированный,delete (СРЕДНЕЕ),0.019919680000202788
+HashTable,случайный,insert (СРЕДНЕЕ),0.00918123999999807
+HashTable,случайный,find (СРЕДНЕЕ),7.325999977183528e-05
+HashTable,случайный,delete (СРЕДНЕЕ),4.215999997541076e-05
+HashTable,отсортированный,insert (СРЕДНЕЕ),0.009705080000094313
+HashTable,отсортированный,find (СРЕДНЕЕ),7.379999988188501e-05
+HashTable,отсортированный,delete (СРЕДНЕЕ),4.4240000170248096e-05
+BST,случайный,insert (СРЕДНЕЕ),0.016399140000248735
+BST,случайный,find (СРЕДНЕЕ),0.0001589199999216362
+BST,случайный,delete (СРЕДНЕЕ),9.326000035798643e-05
+BST,отсортированный,insert (СРЕДНЕЕ),8.301764419999927
+BST,отсортированный,find (СРЕДНЕЕ),0.06626278000003367
+BST,отсортированный,delete (СРЕДНЕЕ),0.04276111999988643
diff --git a/fomichevks/docs/структуры_данных.py b/fomichevks/docs/структуры_данных.py
new file mode 100644
index 0000000..1eaa7dd
--- /dev/null
+++ b/fomichevks/docs/структуры_данных.py
@@ -0,0 +1,257 @@
+import random
+import time
+import csv
+import sys
+
+
+sys.setrecursionlimit(20000)
+
+
+# 1. СВЯЗНЫЙ СПИСОК
+def ll_insert(head, name, phone):
+    curr = head
+    while curr:
+        if curr['name'] == name:
+            curr['phone'] = phone
+            return head
+        curr = curr['next']
+
+    new_node = {'name': name, 'phone': phone, 'next': None}
+    if head is None:
+        return new_node
+
+    curr = head
+    while curr['next']:
+        curr = curr['next']
+    curr['next'] = new_node
+    return head
+
+
+def ll_find(head, name):
+    curr = head
+    while curr:
+        if curr['name'] == name:
+            return curr['phone']
+        curr = curr['next']
+    return None
+
+
+def ll_delete(head, name):
+    if head is None:
+        return None
+    if head['name'] == name:
+        return head['next']
+
+    curr = head
+    while curr['next']:
+        if curr['next']['name'] == name:
+            curr['next'] = curr['next']['next']
+            return head
+        curr = curr['next']
+    return head
+
+
+def ll_list_all(head):
+    res = []
+    curr = head
+    while curr:
+        res.append((curr['name'], curr['phone']))
+        curr = curr['next']
+    res.sort(key=lambda x: x[0])
+    return res
+
+
+
+# 2. ХЕШ-ТАБЛИЦА
+BUCKET_COUNT = 1024
+
+
+def ht_insert(buckets, name, phone):
+    idx = hash(name) % BUCKET_COUNT
+    buckets[idx] = ll_insert(buckets[idx], name, phone)
+
+
+def ht_find(buckets, name):
+    idx = hash(name) % BUCKET_COUNT
+    return ll_find(buckets[idx], name)
+
+
+def ht_delete(buckets, name):
+    idx = hash(name) % BUCKET_COUNT
+    buckets[idx] = ll_delete(buckets[idx], name)
+
+
+def ht_list_all(buckets):
+    res = []
+    for head in buckets:
+        curr = head
+        while curr:
+            res.append((curr['name'], curr['phone']))
+            curr = curr['next']
+    res.sort(key=lambda x: x[0])
+    return res
+
+
+
+def bst_insert(root, name, phone):
+    if root is None:
+        return {'name': name, 'phone': phone, 'left': None, 'right': None}
+    if name < root['name']:
+        root['left'] = bst_insert(root['left'], name, phone)
+    elif name > root['name']:
+        root['right'] = bst_insert(root['right'], name, phone)
+    else:
+        root['phone'] = phone
+    return root
+
+
+def bst_find(root, name):
+    if root is None:
+        return None
+    if name == root['name']:
+        return root['phone']
+    elif name < root['name']:
+        return bst_find(root['left'], name)
+    else:
+        return bst_find(root['right'], name)
+
+
+def _bst_find_min(node):
+    curr = node
+    while curr['left'] is not None:
+        curr = curr['left']
+    return curr
+
+
+def bst_delete(root, name):
+    if root is None:
+        return None
+    if name < root['name']:
+        root['left'] = bst_delete(root['left'], name)
+    elif name > root['name']:
+        root['right'] = bst_delete(root['right'], name)
+    else:
+        if root['left'] is None:
+            return root['right']
+        elif root['right'] is None:
+            return root['left']
+        else:
+            successor = _bst_find_min(root['right'])
+            root['name'] = successor['name']
+            root['phone'] = successor['phone']
+            root['right'] = bst_delete(root['right'], successor['name'])
+    return root
+
+
+def bst_list_all(root):
+    res = []
+
+    def inorder(node):
+        if node:
+            inorder(node['left'])
+            res.append((node['name'], node['phone']))
+            inorder(node['right'])
+
+    inorder(root)
+    return res
+
+
+
+# ЭКСПЕРИМЕНТАЛЬНАЯ ЧАСТЬ
+def run_experiments():
+    N = 10000
+    base_records = [(f"User_{i:05d}", f"100{i:05d}") for i in range(N)]
+
+    records_sorted = sorted(base_records, key=lambda x: x[0])
+    records_shuffled = base_records[:]
+    random.shuffle(records_shuffled)
+
+    all_names = [r[0] for r in base_records]
+    find_existing = random.sample(all_names, 100)
+    find_non_existing = [f"Missing_{i}" for i in range(10)]
+    delete_targets = random.sample(all_names, 50)
+
+    all_results = []
+    structures = ["LinkedList", "HashTable", "BST"]
+    data_modes = [("случайный", records_shuffled), ("отсортированный", records_sorted)]
+
+    for mode_name, records in data_modes:
+        print(f"\n Режим: {mode_name}")
+        for run in range(1, 6):
+            print(f" запуск {run}/5")
+
+
+            head = None
+            t = time.perf_counter()
+            for n, p in records: head = ll_insert(head, n, p)
+            t_ins = time.perf_counter() - t
+
+            t = time.perf_counter()
+            for n in find_existing + find_non_existing: ll_find(head, n)
+            t_find = time.perf_counter() - t
+
+            t = time.perf_counter()
+            for n in delete_targets: head = ll_delete(head, n)
+            t_del = time.perf_counter() - t
+
+            all_results.append(["LinkedList", mode_name, "insert", t_ins])
+            all_results.append(["LinkedList", mode_name, "find", t_find])
+            all_results.append(["LinkedList", mode_name, "delete", t_del])
+
+
+            buckets = [None] * BUCKET_COUNT
+            t = time.perf_counter()
+            for n, p in records: ht_insert(buckets, n, p)
+            t_ins = time.perf_counter() - t
+
+            t = time.perf_counter()
+            for n in find_existing + find_non_existing: ht_find(buckets, n)
+            t_find = time.perf_counter() - t
+
+            t = time.perf_counter()
+            for n in delete_targets: ht_delete(buckets, n)
+            t_del = time.perf_counter() - t
+
+            all_results.append(["HashTable", mode_name, "insert", t_ins])
+            all_results.append(["HashTable", mode_name, "find", t_find])
+            all_results.append(["HashTable", mode_name, "delete", t_del])
+
+
+            root = None
+            t = time.perf_counter()
+            for n, p in records: root = bst_insert(root, n, p)
+            t_ins = time.perf_counter() - t
+
+            t = time.perf_counter()
+            for n in find_existing + find_non_existing: bst_find(root, n)
+            t_find = time.perf_counter() - t
+
+            t = time.perf_counter()
+            for n in delete_targets: root = bst_delete(root, n)
+            t_del = time.perf_counter() - t
+
+            all_results.append(["BST", mode_name, "insert", t_ins])
+            all_results.append(["BST", mode_name, "find", t_find])
+            all_results.append(["BST", mode_name, "delete", t_del])
+
+
+    averages = []
+    for struct in structures:
+        for mode in ["случайный", "отсортированный"]:
+            for op in ["insert", "find", "delete"]:
+                times = [r[3] for r in all_results if r[0] == struct and r[1] == mode and r[2] == op]
+                avg = sum(times) / len(times)
+                averages.append([struct, mode, f"{op} (СРЕДНЕЕ)", avg])
+
+    final_csv_data = [["Структура", "Режим", "Операция", "Время (сек)"]] + all_results + averages
+
+    with open("results.csv", "w", newline="", encoding="utf-8-sig") as f:
+        writer = csv.writer(f)
+        writer.writerows(final_csv_data)
+
+    return all_results, averages
+
+
+if __name__ == "__main__":
+    raw_data, avg_data = run_experiments()
+

From ee0aecd7ca6ecf99db2ad147128d1cdc66ba7001 Mon Sep 17 00:00:00 2001
From: Muihiro <kfomichev52@yandex.ru>
Date: Tue, 19 May 2026 21:14:37 +0300
Subject: [PATCH 2/3] for 1-st ex

---
 fomichevks/docs/отчет.txt | 137 ++++++++++++++++++++++++++++++++++++++
 1 file changed, 137 insertions(+)
 create mode 100644 fomichevks/docs/отчет.txt

diff --git a/fomichevks/docs/отчет.txt b/fomichevks/docs/отчет.txt
new file mode 100644
index 0000000..04bd828
--- /dev/null
+++ b/fomichevks/docs/отчет.txt
@@ -0,0 +1,137 @@
+1. Цель работы
+Реализовать три базовые структуры данных без использования объектно-ориентированных механизмов, применить их для хранения записей телефонного справочника, экспериментально измерить производительность операций вставки, поиска и удаления, а также проанализировать влияние порядка входных данных на время выполнения.
+
+Связный список (LinkedListPhoneBook)
+Узел: {'name': str, 'phone': str, 'next': dict | None}
+Операции:
+ll_insert: линейный проход до конца, обновление при совпадении имени, вставка нового узла в хвост. Возвращает голову списка.
+ll_find: последовательный перебор до первого совпадения.
+ll_delete: поиск предшественника удаляемого узла, переназначение ссылки next.
+ll_list_all: сбор записей в список, явная сортировка по имени.
+
+Хеш-таблица с цепочками (HashTable)
+Структура: список из BUCKET_COUNT = 1024 элементов, каждый элемент — голова связного списка.
+Хеширование: idx = hash(name) % BUCKET_COUNT
+Операции: делегируют соответствующим ll_* функциям для конкретного бакета.
+
+Узел: {'name': str, 'phone': str, 'left': dict | None, 'right': dict | None}
+Операции:
+bst_insert: рекурсивное сравнение имён, создание листа при достижении None.
+bst_find: рекурсивный спуск влево/вправо в зависимости от результата сравнения.
+bst_delete: три случая: 0 потомков, 1 потомок, 2 потомка. При двух потомках используется inorder-преемник (минимальный элемент правого поддерева).
+bst_list_all: центрированный (in-order) обход, гарантирующий отсортированный вывод без дополнительной сортировки.
+
+Влияние порядка входных данных на скорость вставки в BST
+Двоичное дерево поиска (BST) поддерживает инвариант: left.name < root.name < right.name. При вставке новых узлов алгоритм рекурсивно спускается по дереву, выбирая левую или правую ветвь в зависимости от результата сравнения.
+
+Случай 1: Случайный порядок данных
+Ключи распределяются по дереву хаотично
+Левые и правые поддеревья заполняются примерно равномерно
+Высота дерева: h ≈ log₂(N) ≈ 14 для N=10 000
+Сложность вставки одного элемента: O(log N)
+Общая сложность вставки всех N элементов: O(N log N)
+
+Случай 2: Отсортированный порядок данных
+Каждый следующий ключ больше всех предыдущих
+Алгоритм всегда выбирает правую ветвь
+Дерево вырождается в линейную цепочку
+
+Почему хеш-таблица почти не чувствительна к порядку?
+
+Функция hash() в Python:
+Детерминирована: один и тот же ключ → один и тот же хеш
+Равномерно распределяет значения по пространству хешей
+Не зависит от порядка вызова: hash("User_00001") всегда одинаков
+
+Распределение по бакетам
+При N=10 000 записей и 1024 бакетах:
+Ожидаемая загрузка: α = N / BUCKET_COUNT ≈ 9.77 элементов на бакет
+Даже если все ключи отсортированы, их хеши «размазываются» по всему диапазону
+Внутри каждого бакета хранится короткий связный список (~10 элементов)
+
+Почему связный список всегда медленен при поиске?
+
+Связный список хранит элементы последовательно, без индексации
+Для поиска элемента с именем X:
+Начать с головы списка
+Сравнить curr['name'] == X
+Если не совпало → перейти к curr['next']
+Повторять до нахождения или конца списка
+Связный список не подходит для задач с частым поиском. Его удел  очереди, стеки, или вспомогательная роль внутри других структур.
+
+Как удаление работает в каждой структуре?
+Связный список
+def ll_delete(head, name):
+    if head['name'] == name:
+        return head['next']  
+    curr = head
+    while curr['next']:
+        if curr['next']['name'] == name:
+            curr['next'] = curr['next']['next']  
+            return head
+        curr = curr['next']
+    return head
+
+Поиск узла (или его предшественника) — O(N)
+Переназначение ссылки next — O(1)
+Сборка мусора (автоматически в Python)
+
+Хеш-таблица
+def ht_delete(buckets, name):
+    idx = hash(name) % BUCKET_COUNT
+    buckets[idx] = ll_delete(buckets[idx], name)  
+
+Вычисление индекса бакета — O(1)
+Поиск и удаление в связном списке бакета — O(L), где L ≈ 10
+Итого: O(1) в среднем
+
+Двоичное дерево поиска
+def bst_delete(root, name):
+    # 1. Поиск узла
+    if name < root['name']:
+        root['left'] = bst_delete(root['left'], name)
+    elif name > root['name']:
+        root['right'] = bst_delete(root['right'], name)
+    else:
+        # 2. Три случая удаления
+        if root['left'] is None:
+            return root['right']  # 0 или 1 потомок
+        elif root['right'] is None:
+            return root['left']
+        else:
+            # 2 потомка: найти inorder-преемника
+            successor = _bst_find_min(root['right'])
+            root['name'] = successor['name']  
+            root['phone'] = successor['phone']
+            root['right'] = bst_delete(root['right'], successor['name'])  
+    return root
+
+Поиск удаляемого узла — O(h)
+Обработка случая:
+0 потомков: просто удалить узел
+1 потомок: «поднять» потомка на место удаляемого
+2 потомка: найти минимум в правом поддереве (inorder-преемник), скопировать его данные, рекурсивно удалить преемника
+Возврат обновлённого корня поддерева
+
+Когда какую структуру использовать?
+
+| Сценарий | Рекомендация |
+|---|---|
+| **Частый поиск** по имени | HashTable или BST (случайные данные) |
+| **Данные приходят отсортированными** | HashTable (BST деградирует!) |
+| **Нужен отсортированный список** | BST (in-order обход — бесплатный) |
+| **Частые вставки/удаления + поиск** | HashTable |
+| **Минимальная память, простота** | LinkedList (для малых N) |
+| **Диапазонные запросы** (все имена A–M) | BST |
+
+### Сложности операций
+
+| Структура | Insert | Find | Delete | List (sorted) |
+|---|---|---|---|---|
+| LinkedList | O(n) | O(n) | O(n) | O(n log n) |
+| HashTable | O(1) avg | O(1) avg | O(1) avg | O(n log n) |
+| BST (сбалансированный) | O(log n) | O(log n) | O(log n) | O(n) |
+| BST (вырожденный) | O(n) | O(n) | O(n) | O(n) |
+
+
+HashTable — лучший выбор для телефонного справочника при частых вставках и поисках. BST лучше HashTable только если нужен отсортированный вывод без дополнительной сортировки — но при условии случайного порядка вставки или использования самобалансирующегося дерева (AVL, Red-Black).

From 380b683b37ab32cd111e064c2393ff41a5d313a4 Mon Sep 17 00:00:00 2001
From: Muihiro <kfomichev52@yandex.ru>
Date: Sun, 24 May 2026 20:48:03 +0300
Subject: [PATCH 3/3] [2] for 2-nd ex

---
 fomichevks/docs/data/empty.txt              |  49 ++
 fomichevks/docs/data/experiment_results.csv |  13 +
 fomichevks/docs/data/experiment_results.png | Bin 0 -> 82357 bytes
 fomichevks/docs/data/large.txt              |  54 ++
 fomichevks/docs/data/maze.py                | 532 ++++++++++++++++++
 fomichevks/docs/data/maze1.txt              |  10 +
 fomichevks/docs/data/medium.txt             |  48 ++
 fomichevks/docs/data/plots.py               | 580 ++++++++++++++++++++
 fomichevks/docs/data/small.txt              |  10 +
 9 files changed, 1296 insertions(+)
 create mode 100644 fomichevks/docs/data/empty.txt
 create mode 100644 fomichevks/docs/data/experiment_results.csv
 create mode 100644 fomichevks/docs/data/experiment_results.png
 create mode 100644 fomichevks/docs/data/large.txt
 create mode 100644 fomichevks/docs/data/maze.py
 create mode 100644 fomichevks/docs/data/maze1.txt
 create mode 100644 fomichevks/docs/data/medium.txt
 create mode 100644 fomichevks/docs/data/plots.py
 create mode 100644 fomichevks/docs/data/small.txt

diff --git a/fomichevks/docs/data/empty.txt b/fomichevks/docs/data/empty.txt
new file mode 100644
index 0000000..6d0a249
--- /dev/null
+++ b/fomichevks/docs/data/empty.txt
@@ -0,0 +1,49 @@
+########################################
+#S                                      #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       #
+#                                       E#
+########################################
\ No newline at end of file
diff --git a/fomichevks/docs/data/experiment_results.csv b/fomichevks/docs/data/experiment_results.csv
new file mode 100644
index 0000000..b9d6ce1
--- /dev/null
+++ b/fomichevks/docs/data/experiment_results.csv
@@ -0,0 +1,13 @@
+maze,strategy,time_ms,visited_cells,path_length,success_rate
+Small (10x10),BFS,0.052460000733844936,30.0,14.0,1.0
+Small (10x10),DFS,0.0480999966384843,32.0,14.0,1.0
+Small (10x10),A*,0.07206000154837966,23.0,14.0,1.0
+Medium (50x50),BFS,0.2786600001854822,182.0,92.0,1.0
+Medium (50x50),DFS,0.14713999989908189,93.0,92.0,1.0
+Medium (50x50),A*,0.5699400004232302,182.0,92.0,1.0
+Large (100x100),BFS,0.39185999776236713,201.0,149.0,1.0
+Large (100x100),DFS,0.2371800015680492,151.0,149.0,1.0
+Large (100x100),A*,0.5810399976326153,200.0,149.0,1.0
+Empty,BFS,3.187239999533631,1834.0,86.0,1.0
+Empty,DFS,1.9440599950030446,1797.0,922.0,1.0
+Empty,A*,6.751939994865097,1834.0,86.0,1.0
diff --git a/fomichevks/docs/data/experiment_results.png b/fomichevks/docs/data/experiment_results.png
new file mode 100644
index 0000000000000000000000000000000000000000..c96bc8d406a765117208eafc1a8ad069c3d18654
GIT binary patch
literal 82357
zcmdSBg<q6w^e>9NQBeUA2|<yN5TvCI8b(yQr5mIh+!i3EAdMg`F(5E>8A#VK0@6x%
z%}_(#^|JT=opbIVa6k9(`RpwsGxN^#KF?a;S`+l}fgIUs+S4Q?BxDNm(vL|<{;DJ)
zIXd&#N%)ED#dAjRhp3B;mW!%`xr@7zlNkxh$mOZ6gNv<|@l`i7Cub`Mdwy=-Tin82
zS1ny!o;r*2@Ywy&Z*V&}S@0+qURQ%>A$=;Z?My;KO@aJ(#3H%-G071U5(VkIY95IT
z!>3#>PHwKO(nWOLV<TLuB!m(2pFO*({^qgtiHi@dj&l6P@#)z!Mb#tZ>_@w!n7X~G
z*}Lyv{JYD0cynlavtwVlc`4Jbg>|%3q}4vNOn<3us3JVP-Mp9-Uig2$E_AX4&7b(6
zzarl-J(s5b-+$n7f<pg)|NCz$c^A0K|M_~Rc@_JAJcGgC|G#|#d$KE{YCb+bZS#a#
z97EjH^Al&%{q~3v?5eD*c>Eduy$2se`>Q-#-2#Ia-@nb%E$gWD%~VO|CVhm~DQP2~
zIB`P8TPMiK`<i3-asWdg(f4p6u5#?A3S2r|kVomH*BJe_jP!Vr&4PUKNXr~9r~J!2
zMRFYx7NI?Sr_|bNBV$76iPIO~ia1X-B}sTseEIv>RMd63FfDzCFS?wy|2&piL+ziX
zu8$YA>1|4r3vZj|HEEEKWJM*O%R-fS=sMrj$(A*guf|kdBU!>?=#a-<t^71|6!|8w
z=M8uCw^wHxXN!=(!q<u<Gi+t}GH&17*<4J9C!)=2J^W=7k}o@N|9Kp*a>DP`)m2^|
zyMcQ1;^q(<{&ZNE2o|MF3Q6J>6YU9_2HuN;B3^_~gH~3>Qn?!F2=@_Bxf~6&bwl6F
zcWT*>75+YYBHedqV{Oo(u7Y0b#*HSffXSWZx-y=Gan9;Y7W2-eo1NnLkU0M$(`IJ(
zrJ?R@RW=cyt<ShW=vlw5KLH!|l^tPt7uyZFEHhVkRu}(aZn)M6>z*8ih7g)|p`OLn
zsRW0X3g>BNCYLH9n_lH2^LBW3SFhC{)MmI$6gjP7%;@ljbFWm<ATI{3TNZED_U?KB
zjp1mr|Gww;WQ<`VgZCpUdU~!=za6wl?Hg(yZmaHea({pSVl<~l-i_tjo&4Rs&CxOT
zV)OP0uk|^FCr>`6%fGv~HrdKnP)p3&-JVV+7nS64Uml5a9B=5avmxp?zh{qxw=W~P
zJwaLFwirLSie6Siw$5l}*s+smZw+46uXM>A{Z(kP_<jEA0IJd1^yV^geZGCvq9f6f
zSaYVJf_r#$aiE01F=)v_KSnl`w)qVe=TI26SA|Q>dX-j=8oNS*5L!D%F^Z!ZV}+Y&
zj%2&m08g4NU_YegG}UHROD!78AmP=tjh`OwP_2s;t(i{p?vS)^dC$(GnXmUaQ<-MA
z7oEVR_4y8ixW`p&Mq?=hqs*I&yz{Aznf3{DJ-MyFzrI*(MA_0`*D1*{tn)M1Cb(;7
zsaLt#X=5xO1+Kb?9c+z<o7eUineh*1JxsYbRpqirbS>CAs5ibD&M>X$Uq>j@%yr9n
z@L_=9tas2g*cNw1%q`YeCr^u)pKLfQj^9FPP~CsLc6UvwtWKnNHET3{p}#m`S?Tpz
znsmJiCqB!rk59u#yGG;0+?Sdxl6_exTVsS9V;Ndyf-gn=ee6_A6sP95VcEm2e7^Yb
z5E}o4<*@Z4W)!IBYV^koSQ#IP5jeGrOiSVADibx9M{4xL=C_djVYj(7e1_jIN!*i3
zU_V<mYhnB>4PX7p-pZfv_AyePYZIkZoEk6V9HghR@r5o6zpx|2G>!XTzkV%+Rj)|2
zhpV*p-dJ#~KqZTN8hek23hRX>Gb>OGHod!k-}Y4F;<&BYt3IimK`gc_<-VPyq$GD1
zw%DTcLgUCliH+T(C?UInr<;avF0$LgPu)bwKGX^3amVn(PAU<!{@JwXwhi^+yM*M=
zrQs^O3a3e@sx~j%-Hky9?kpo;L+jo=tBru-#g!k_hQ9*({$LWqrkfl+himA|lx7wM
zZGYWz=BlLK{C-}_rGg=>)pe%pn(o7gZ(C=pch_1=8^aj~mqzOx=6_~Kw*DzHYc&`1
z+bzd!>sNbVH8Pds{zBsmO&V<<WsL5fB%^&P7T&dUJu~cGD4p;CpLyGilg^7%=Y_`g
z>imX#KO5bT`A)_DxZZ8HJHzAPAm|6}gK+#TE-PXCby5Qqo)7l?7A|5HJ9cMkB<_oO
zuBD?rR>%JA8&nJmg^kikbR>JtvB%)LmvQhI{Rd}|+xgqm&+&uhG348zX7A-1izKxI
zy^12jLO)LYtN;3(Iv%qFn;wOe<f+>&%I0`nX0M;6l0A=`B}!LmJZVansylxCc+-zy
z>Pfg8d`91n<1Zd0ia09^p7os@ekWN|Ky^{^{SBji`vFY04*@G@G?f;0HxbKmgihH0
z{ZxBGLJNhC$Q@3Gwhv;OupCUVS0c|{5p9A+X;WQ}K6dI{th;_~5G7lDC#Pn<z`QXw
zYdvl36}7?J4`S|$(;Xk$oo0&+%b$K#yNZ27PQ>^QmfB6ii5i=qr!)6K+pezn876cR
z>-|S-eKXA4<IS}`EM+D8Stkt?JWP4+p{Q1tCKFDTdo*n6plsA{Q0+B#j;%7u&}a2k
z|E5=>=eP03@b*<?=~Yiihj%h7L^SmmTbO-+O=hlZ^W#N~fmgHIoi3xadz*itP_<ip
z2-9fjI(=63pglo2;mv8N6ujyTLn4l2FSApjYLVf~{0uPz(r^~q3R6bIp?7_yr>lHW
z$&=(qw2HyuTF9Yxmih;jc)ivr!ERgr2wU;lU2U8y?_M7)v565`THiX4;!M8H?>eVe
z9AefQ9VI;C@m=jb_RUqB-n@73uFJK+6SS><oX=BN*2DUy4~}(bC}ldy?-AEgC1>~i
z=C*XKWOHB46k@zL?NueDIgMvZaXF$o{c_<oP^$aY>SqQ@a`W`7gxY)vWp;3kr;7K(
zW*t)+%kBBm8mV>aUPD~ErOK&_o9O&p^*wpcx7GW^`6=%lJa$xF|Kx{&d`)G>>y;9O
zGWpzRGyD0E(q3ohr>c7pgr{JIGQD4%Br|P`<;^@D?zf44qpU+}PME=F&V}bkGVJKQ
zW0pMdr-)}5)CpDKl&D$n)y-54(ReK4GV?H&LoR>D4ZCRS%ZOPEUsBymnmy33<XLyu
z<|GqI+fnkbLtFEBg}5w_4BOJ}h3XfX25n2pb8gQ#X4l0L#TJ&t(ngPbaDX?2dc~xF
zX>Spyc*kqk<`wrIcb-9w=)L*BkVCNY?6Q2)VSy|6IBIBUH&`l2MR`xR)Hbfh`2I+>
zr(HOM#A*HzN$vfWKlfws-LtiXZY6Wt+S*#~WIlJFqf+8wQSt;q$1&-w?_{(BO_FUf
zhJG|lm_&7nAVnE!{mu-f7||>F`c-Zle-g>?eTM%1ySux}2YK4X@rooJIkJ|oPBhwG
z7=FWz?GLLI&wiZ2x2Kx*z;3Y2!7$bcLn~L~wSKRSN0dq*4tiRn_QpbgyU$!Nnl9rF
zw+`=*Im04Tg~6U&&F^QOHx{&Y!{|ls<;C!q*z}cdB3<OeIewFdvpct5ou+akesIZq
zcJcD%%S&!g)v+w8d-`@fzO#i33&KW|Em0drIvC48ZnZ?kNY+rhgZ;e+n?}&n+Hb}2
znekBx(&uuCIOSF18yWpyX19zlFFOzcGPS8GJ5BbYb<MXvb+zz^QOOZv-6z}P_zRsv
zEL|^4$liy;nNV|2VX7@o-|rOk!zY~jm6+Lr!H0G8BZPyX+S8Y~ECIJ1*e;dl&KS3=
zg#U1!?x^?>R=kL-aJJYfs@@o|c@SO)FZC<@5&D-ioT#!<n!TD~_}5q?m%*M-kG@L|
zLB|^6=0R@f7v~5MChbFPc!8IgzLTyHsVo@MMaXtUYoq|kGD{Lak4i4z#5?OJs%GW(
zh+}AjG`@DR?MP(9X`LeVw!j#_s;jHpuC^Z*4Z2Ch)I#6T3HmW+8%JpNLtB58JlJ(s
zb^X>axdZrUtle#Qe`gtW;=G{8$`e&177V;zy!C}%msF+PYvpO`w}_j|4w47(JDE=R
zOtsZr-)odOYBaL~P{^cxEw;0<Sgc8deM13f#7Q(!!})U##<J(lN=|UdWnQMC#S5yK
zfp-iqIyfjKb{2{==TOph?mGJErp*x#Hd8d1AL*=SxXgC*nKoU>!gaM=itfVyd_#Ml
zQBok;rYFaYBe6WS=RRgm!SsW;=VQO!RXO~2c2*K!lm*-+7665CmqHk&M(ER0tXN_>
z)N^7xb#7*87n^5#DO(bK7qMvp+j)aeTcd9pY#sz@{M{VE5-i>0f3RmUvR*ZnQxrQ+
z6zjILxk63U&ENUnznVoAhdCYXTK!s6L@xJA6px{#viq=`j%Oo9!of0f#O@f&r5-k+
zdZrqyoObK-wYl7a0Vy$?0cH&B_XJidj8&l2!7i>ELrOM(@;Bi2`bbf?g_$BlB4IY;
z$=Bx_=68*QtIWDt?Fr_Uxn@PBg+imo!(DE&4zH=%A4`vYcl$Y&#noXSt&8bDk9r<R
z8vmE$?v^7?Il^@)LpiRSfIE6#qgaqULl`S~S9aFTtxr0H)#SF)bH`F&3_G2BUi$N{
zaS^3EUFPOvih#Qp2K#7iyshxJ2L#@V4KPP@nzg(y^tT_at!ZVZvb)#JJ6r!w$kBwQ
zpe;#aFzNlILj2Rz#*iqNwDxgnS!Md`#HxH0iHzxB<>0BMQahi618GWCK!9vmBf-&(
z){pH`GOt<VE%CC738c>MdeSa+9CrK7RE?uKzjpo4Bm0>`tS{US`G!P1|8a(*{my**
zL$vZo;rWf_(Pfv*zM}pMzY3?!3;gyCTgf|4oH`ZE_9|w<X!t^n<M`|POYW`d!gKtl
zO;7B9zcyeUZjcM3CoLQv#?r+HoM#MMH9O}ZwhvHf<23yr^#`A{3RAfZYxTs90B&UF
zG&O|MeMkSI=pTRJaA97uD7ya&N))?iratks#P_|r%=cl*k{tDNVl6vL+$qMA0>|W4
zt<|VJfU){;E=%DC(J98%46DdaPQy*$%^AIpnur(oEV3P~9j4E^se^f2={m0nRf*ZK
z)`vpB%6+-iA1RXQjp0Ei(wuK^=jM$y+tH04NI7cga}-s&En4Sj%<}cYacAzZbd3jq
znxH7X6rssfY`9(yt6#MXWyF3n*Uym8tmWdLWd>x;uDbopxC(Dn*B`G5DhQ$(@Oe?3
z@J4En5b0UDyT7+X9zP1WqCPTj?nb_ruov3;OyRYh)^wDHmayyf?w_)~dD<+JwsQLR
zxgrTG(pjYB!9ppiR5u8}f<HAexc7>B8rNWQ6r?xfG#IdRw?xCnJyK@f`M6~W9;C}v
z)N!-rbVAkJR?fl*%%R~okM+$ZeXM~utX!rQuzV8VgOz^$N#kPC%f4!q?Un0=C3fTZ
z1Gc2CB+KV5P(~-)g+~P%!!&dYIr1$df;Sv+nW5TC7h$J+*5%mt7sW|at1R~Yue}n_
zeMmKVQcyp%gjq@|>w)!}0T5X0lsbq_Xi-TL=MADG!rH~qG!Emo?@0R)XR|h#sqIc%
zL#fYn`UZ^z)pKG#R=3zZ)Hm^^+mMyadFe#ftIEle!)nU3LbkC#vsL9_BbpKQ5eT;M
zNxL{Rn~++kFMs(U*<;STyVOos#FvOsP7rGM>G&X4Hk;p?6O{-z+dOCNw#LR`r)B2;
zhb7<P>Q1Qsqu%*BNB5<@vFY5;><zZ%>CR-HWS_O5?7)xhJTs9?1Ipntkr%H1(O~>s
zs_n5OW2OFb>q}1j)77ybPXj`myk1$1)dx*UIE++hvd3#0`l=)7Ge^(z$6pre+Dxs5
z6w)qzt%dCGRyN{By2|2>oaoOdrL=EXLs4cWRV>59MVd9ey|$4f0hOotEQ9#%Zk(&F
zqAaJAw8lLVS&Fp-HlQ%k&^wx;XHURgS=$`-PcX{|@;2)aJ=Y3=?of@lu;NaSW9(L`
z;o)2SbNwI9#u!^_H#oF0TIF7l9gza`hAMRwx>cJuQqYXPzvj+z1o}|nIv*_;EqqNW
zULZUB^aZb~s#FDr)w@t|+p9))$#~eMDbJ+dPau4zAO)dfs+1-i_@1<<Byi9&6|rhF
zKf=trg~2kOp~bXP+x{^(oys;1=j$nT4!mD^J+BsGtr>ye#iZO1h+mG-Ab%9!bU|D6
zO0dROVBVHbh_tLR@qiilaX0kT{&L4O0iZ}OxH*10A=|)izaD9tD^ik6n#g&&v-OWO
z^-L=r^<}8s@w?f9L+y6Meg$YeM)oV5zNbekSLfQcR>!aZ!~_bW>)QqzgdIjO!ky!7
z0R1O{08%iDLo3_p95^1r=|$<@lcSD}k8y3whWcMc{~+ATy_Mn}^Ivu&4V8sU-2G<Q
zR2h3tWdX~sFZ-U|=?dgI8kAnuvEMeA{GUI6p8oXDw<$aTEG7v*P%jqRCqn3ixw{AX
zB^j@eY#k`rcAN4xj^1e;&vIKFVEy}%Rk7SsSnyW$|LYdL(`cFj#xCx;#;jZi3zd*b
zlV@(6<iEdtVGm9B9UA33pa5bY_Tk<`{b&Ef9U!EV0vMP_p{>$=ncL6LZ_2sOZ*Kz5
zhS6(mrWB?kX)D#FF)V^Zodds}7A{$&Y5v!+X)|X*HHCdte4qfii6AG&W%hBF0_gxo
z2~fcGpA&Dz9I97e@8N9<YNiM$_d$7?_~1U`D0T%s_k^Y0QaynDy6o*M4>*J1DjN5P
zy_PDbnKQLV#fCLBoNtr1gHACCe8yR<4Y=N7kcmz^8%Gcy!r`{_a9Bk~uePe(kv}&Z
z1BLhf#}q2t1y{SM^!tG34;;9O`w=#C?gyL$;2#ZjYH(HnARU`YLkMs3`X(wt{;;Tc
z#2o0iAM(cfH^8R`hSYwVTX=0OutO2&6RxJ_*0ba|GlQxI#uUr8ihgtAQVmU(O5dQZ
z&@Awag^`*;@t}O+O&2fGVc50_bg}V?f4Emaf&$|-R!@q<{P=kHMY<I(GXlu_1>y61
zdwVP?xW$5bDd5}NfDn}<Z^W-WE;dIM@0IjNbV}~DF>9%T;Gxrw_fQ1Q%IxQ-M^h)u
zSYIIe(1_oTo##}Xh4PQLK&M-%4SlZdY%a$@<!gnvmNsM?#t<B@m4*}Z->+87QERqk
zL|yFi1I>ZAF`ZR;mUr@3h`g!Qk05v;midw;P8v3u5S~LbKQa4uin=QT0%6ZrzGqi$
zps&iGY2OB(AHSHkqnXfxT~=8ds%YOdhW~Gz7Vt`(x6n_H%^aMmTCU|Eb=GI7Ax{>x
z(b%bNj=rfIxSS%~olYTf2|w9t5y46Dj$~6|aJD^p>Qus%8z%lWt9-UWjhBp-q)xL;
zRz?svaWG5$8A0q(%Doc`0MoOH2p*3;eiK!TjS;3tHhmD=Y^}%MdLPPJktn8@E>DiD
zj?j273K9g=aQ)r_Lx<NrzUVrIFoLl0`dklE%UXf&x36N;<j%7{{P=8pv1|O#d_kR1
z&?90E&d!A8+~Mu7J{81`lz<Dtug^2u+ZWw5sQ#r!@z+fdfYuhvMiqxEUB44>bO)fJ
zMoan<V_9h$!mijDgb`%3Mw)Up3z7yWyN(~V+qmbzU@iEfi;9e3<$;cWd-?1Y(Vs)l
zl5ZJ3uSgMl`uod;y>;1DP!>>=FSg#!q!MI5vrhSdVCgj9d(&BOw)Ne}R<B8eq6;Xc
zp6{nJa6Rk2(v+x6T^zSlW<%GY*osQnU%#I~hpm5M=(qiY{)N{IQNrf^T-Yjw-<T`Q
zb=Xipb*kLZ3ctIVS@vpYIR(&DA4$pLZ(X3%DX})A$P%Dw?&q5&vb~?9@XC9+?|XW$
zW^T03Kh~H25%d9}AfUrmCumU5X9mj(a7KdI2Hh}nhuwpE96{I)_~O*$8&(!;e)AN{
zEf;?)rVv)`J<u_yE;~j)%L>wrpXjdk#9!7vby!W?-WZ0b9)5Q;E9wZr${T&|A*g_O
zf)A9s_E0V4ZP9Ds&U9E#o~sGU5}pPz*EoKd^z2yym6G|$1uwi|vflY{NtS}1+ZctU
ztRyc*M1IV8!$|sfe%T0D@6;{AlqGPlcFE>A{w$3B@PMsD%{9hRkmID`n3+aD;{1E2
zFk=}NFTmR#ZCP@%amq1Ohn@NA)i2D)El-fu^cRqx^g1R1bfvq<OlcdWm3A@{6}76a
z`Y4bh;#gHNRx~wMXnc33CWbu|@S8%F+v39fr2PksP9yB7_IB_2s?0%o&N0gjI=c;p
zT-qN~D4&{&eA4@Hq-(R)(pniub6!eo!d5gJZwOucdWtcYLxQNAw)2Sdjb#QE>T?$d
zw@!&1<w7dHDy_~}r{;cL)xi6AtOYZxIXl{QjXHPbVoacm7&wP`j01E^Z%w1}CwS-Y
zumRRJ|3IipYmNc9c}qPRb2Pl?qLwAmJEb+hClbRKqJiqRi{jQ7RV7o5q!Hv*Owc<l
zZys!n3B5NC9hdsccGf9CNT-Tf&;HC&=gg-j4SLDo?zKCM8c7g#h);j_@{WUPvZU_-
zGoMy_EJ@IjgJk4>lHB>nlOUmBM%iLBCGyNADHJ1uHO^p}sntuYd&&*y4}XoMp6_4p
zXN3;|XQ-U=wclTl&4P4T6U1n@(MYFP?eQqzux_d7pzdJbCf@YXz(lBe|KW)Q0WZK%
z?~wI^6+w?OW!EeJ{IkH&kXF!|8T7dr0jusNkQGh)^7Ro+ybXuC?X!y19tI@WN7Y|}
zU8TFu_rivB&eko<zsRNaFoI2m8w&X?)J0U1xOTo?h4E|O=@0J8{{LL<f4Gh0_bUb|
zKd!pnwP4SR#}!UyIG=aP$;q066$B9U6Jj_EYBu6S=tcN6Vh-sZ3CZe<O}*KFu38p0
zF%VdmBI_OwP`HD$J)E}J%y5Y+AO@!2dv&@y6Gdl*O?}0zFeZV%qzT0wF^HgoM1$Ya
z40U({2vlZ{5-1(%aAGrOnb409?;FXp`sPOS;{GwOYyVvCKmUKW;?ZgHe;91?KmYGF
z*#3QI|2KPt|KGobw;#b+3<?hqM`+A-T&{X<G;o2G`z*CUIU==XeK%z*7l=Bbbf*&$
z^uGEh@kr2k^@%$}*8s&E-!-nfkUMXMcD}a(oi5%LuuPT53osUACw*r#V#d54!DA@$
zK){Ya9t)dP;oj4Oecw1y*Bp#>k0N4cAp`>UyaIspbo=4THLM(CGyH7Kix+vhtV=g_
zOvjvk!<96Os%zO!dP$}a>UV~dTxCVrEB0*{w{gIO$3ZQKry6m2sM1ww#Q(t8`JMmD
z@2_KIaM?Ez*M`x5_YsJLlzqW)8ZOwZO?UFVIzt@|rj3`W7obTY+?lgyUA)3p{sb_x
z20Fh)>i0ynrh%u-RA;gSg${$H&kc6f%=c%gxtpLi+Z&I8d8-KO=a`oxT;;P{0$*ju
z@#PO(6l@7T@?~NG2aMkshM;IjD2|YIcO;6Kw9rO#>kmvm^&;1sJ@ID?vHK8DGiwhi
zB;2+;J3EN~lz47@e%_`Rr!)O>4xHK;;9)8w9^+(4hw^xVphr4#P+_BLeRtyNC}DYm
zz5?eF7p(#IEPqefbImledTpYavKd%x_0Cciv`R|6_N?bu=>4XExiY)|08cah_L9`G
z<`+C1Q~+|sKsWvhT6w)Lpu-=`Pj9E0QS~8M$g%Hiq`~e+rfXOpXb>&HT-q%htV)}Z
zb~oE!oCUhL29O69patRcGEl+ph!=a}%{}q$!l($PP+CExlo{pxv0U?p7S^8Yf3W|r
zrA$)zIx`pwGqbPtI=E7qZ&V76f7B;zZEu6YXt$t(l*4*=Y90dt1*!q%Ojf;eJktFB
zoW6MDLMk{dKbLS>D(><1;?_TJWP?MKu97^`#;KaAoY~wMc15fO?oJ}>vv~rBMm5;4
z*IsA!k?Ycsh%$e22cqGCmU~UaY2sG9@f@F}Q*(U~<>c2Fr|kPQ6Vmg5xPsq2z?>?+
zN5CPSp|IbU;)*Yk@J=qA0g-Cki2;2RkwTLb)}uq!o~p88^j4(>8n1r3{;b~uMEt1K
zewZW44ZI>}`u8_=HQ)}IaA<(lqOKUt#STCa@8QY_>;AHn*RS`o=J@^4&Z9?<D(~*J
z@pm>A)a}nX`S{+#xAN4z&qO6CzGIS6_K9bbIZe6gzBr(MjzRpgIlb>g)#+`dm(;CG
zxcDs189mUKMbGGiJ6jwgS|{o{*95LDGq*HLCSXmBuf%$>ki<ZhyF+t=Z~?PQ(vX^K
z-|BboC+eLJ7<N^(bw0kwU7}CKZ`UK%Q;XnmrGZw8;N~tKej1ga+%qoIr^?wlFSrE)
za2&G_$zNYjGE<yq5dTcZC^-}@>|me^Z_o~0%R=9^X0|_J!oEZo-5?4UTR1HO<AnLX
zPPd&6J6&VPxu5L1;5OL7X)HN${P?fO>GDRL(38=c1qP-379B5XYIV!(y<~c#h3s_r
z^Z6-Rm2Z9DA`%Axl{01@fGl8(_}=I{e;+mX6Ez$@1*&in7)s5HYa^AetwLS|OI_G;
zwr~(I+dDghP7_T=`wW8C?-v0ZoZ+orQq_+J0#%V{4jZKX7SW!D&opp$YH6}*uGDQ&
zCktQhy_vrl%v1YWJzuXM&Z?*`^kQ464W%_;YLwP^Z&vCFHBQ#~AJi@ucS;sVacOtc
z7r-$t?8(<3+yMMAAbx16`4N}G^0SH;Ke}j_RB=}gd^UQ4hSe)oj^m4)<OYR*5poG+
zydA)bY~ffGpE!9k-Xzs$d#x0z=F6&TH~>W@4x=NsO2e6zC=RtxPv}IP(icG@DE*Z4
zIOC1>so@dweqmxl3V4Dl5@yj-V91n$OZe+SlDHM4LHHslcY}y`pag-5n@Z7KrBKLN
z+IZ(J!Ek^#JJ1jEKpSy(1LxW^?)&SrQ7J6Z;H(FLHlfzcQS^*0An<3ux<5U-PFaVs
z?eCtvh2XDgZ_y#>3)e4hj)J(M0o%=cVQzffWXw@YO3GW9)86$GwM~e{_Ab5?bv6bZ
zX`G6Q%HH7W<P4}t=Dzfu*IelJPtGrc&eIP?Z_Gs>{B?Tc3OLCQ$(yk9GX!x~CbxxO
zM#=d}_vHeTT0u|3NlHkZQvM+78aV0ZYOu6K-=Z!R>MzJpN}S*5T1>^4RK9ZOMi5SC
z@z^wMl7Sq}0((iDHgsW`iTJ{0L$M-bU7Kov^e+SZ*9T^HxAEWgj`dvDD=3+})hnpk
z7;}!2nD_^d8%6@o`&99Wp?nmFdf?VN5YpgYp+H-4+MZaQ<xZ{dGwbUhE+lk%k!hF3
zjEgiu2~O<r2L1oqR7PJZdNE}jo<L>8FKqLL%b>MCC+qo|;q{^BF^`e820DjdjikP|
zhz0&`z@CIcl0yHjB{ZLg<HtsQ@Szo#g}}fZ3?#ok6juD?>rp)8rx70mP#G5ys(Bz%
z2R=_}{SzoY*N!sm<^3J9UUu>}_`heJ3rn>MjWg?5?ZkbyZYfg)Q)&6Fd_83}wLP1a
zJiybTb2o;SRoma@`4_;miQLQoI{K#_AE_QQXmsr|rBGq6l-^(}tqR6~d0b4zV=yEc
za<Vi2#zZ*-c)jkGw!Bw-8eLL@{TN;MTxhQJX&WNZ6dHqYN*l444CbINKA1k(S~ZCb
znY^86PuX~8DE_l6$anG%FKqhq`!{z$QP4kUv6z4W0O_0arY);t>5aunB#E~jzxk=M
z5_k)Oc%a$1$G@ERpsZJ%aMZKVY%F2j*B<>26qTiW5b05+?H|PY81Q;EUOlt7z$(Wy
z*3lZuFfa8<pIgkICiB{d@PdT5_%<lHzs%cWjUraAN6b)+RNuqZTU_A=5xo=u0G0u7
zMX@{fBN*krI0{|x)_545a0dgvW_v1O<J3_BjUHx3P9qS8xV@5WQ9JNl7?~b~Sk%P=
zb#)#D1zwpxhg+}wiTA<Y=Atm$C2qZ$chc0Ti+xM+f9=De?uY1$Y2|!X!@k%4ttVfe
z-6%j>bZWz!<aJ_x0|8VxKF0!4?+x3)<4;3h-N%*d7c|fBotRI0(Xc>UF!v&?_r5Rf
z_kc^-<4-xm`lPLVJ={Rz+t^wM%FjwVT-lN5=xz%)j4jhm*#+yG1HH-)Zd+!u{ddr&
z6XtOPhLPd-aCq+Ax}*fedt?1Gq8Qe9>ZD6$2Zes3#LC>85`PyRFMS`doHv})e*b==
z3;bsh-?igH@&w>q&~x+Lx%Pwa0q5nctKrTK=BVdhN=-0m`WgI@bQu29*6u?VA%K;8
zagofJka1TZae+t~QaGzDKU)pA^>J`@L_87rRKzW+gLxA`bpvd*#!~!rXTp+b;>oA3
zb3b|a1dZ5Ts7{l;E*S{e=rg58Zy2eMV9g{wRz6nz&TSS;l6MJe+gjqTpR3d+<)EFI
zU$Zj1ltDdR(jDYlIHG;;p7N<t-nbcK78lEVEx_YYb*(WxgJoq5{_$Js&FqZ6gm=E%
zg5?ffAOGH)_|flGvpM3OS(kL&@_GCN&Dm0{8GwY4S;JCWZRdLz`$s7`Q<^Ht$3jXR
z2q#|{SoSTy?@-#T@asJ-G+^j&!J(07$<ePB#9x`{#V=R(?i|0z%I^!fUX#I=^gcRf
z2(z4j)FWTVqvLD6y*BwrBje9KDKO1XdXWz)dVvH}gfk-ieSDFTNZ+A9Gy<s!oCH&k
zq(t0IsyZ3kL%q{15j)3ByFB+aOr611cSa=Jt?%^P4$JOxs&F|W><`5+Sh@@ELZhy@
z&UXJ$mgBronMz&gdbvh^DM&hoN#;%L5`@FvtT{pX`-0Eg(l+d1X!%*LnyY5xUlVYl
z2cC+9LRJVXGycS4GlD={y1w#cX6Gz#)C|Rk*a2Rw3}@*4UR+l+m$oq@tBdQ?`4kfU
zX%J>#(P&04qP_XxRyew!gKj8-GmJDK`4YiwdSCX=xAeu&HakHo66<Q|4LG6Z5|o47
zz$KG=4rd<rEr$w^+*&sD-zzz^PJ|ZM)ytn6A+=}%WS$r}xJ|LVCig-Nt34dOh3$l$
zAZs>-hl67`(4ri}{h=*hP|3&F_dbTV9}IqPx)A8`e2bqruRyzSDsq}s#QOn?+lDC8
z{WjHr^XJY*Lprbp8e;}3K`3)iHltM!GGa($$2g1{j8W?MEe@6?bXKBVw=ra%i07(Z
z{xk&vcJVivAcE*F0`AsQlSAE}`M{0!%}wE97b(!}>M>=WAgF0W%%PsGvJH`mtql1Q
zaG6kAwLR=U8s~OzeT(kalV^zb#s}s$epnUQdL)2__|iuXqqR4cVz|k8_3h5M)CZDh
zhW0`zOaaJ3n@f~Eo!zK2m`<5Du@c@Jv33_}diT2*bL}EtPea!(@>;jXb=XEQE3~cV
zC9hW*ExOxfscjl&C`K)`_E);vfP5Xk?G1e5S|+ThfBbTY{R==f3j4d;i+h*^KNZQH
z1%6LZzxB8^A({ZPwvZn1lQGIrD_s!qBo9`;pMPM&9h&=7iKph`pV_&JAW=|x>sdoR
zqZ$s7u$O2^LoNg)gp$|wno@a}Km%`^J}<fTWwsnC{Qc&S96^xSDaCFHazHn+=-7VW
zK**ojel}3&U#D08^lmC={stRVJtkR`QRw>tv-ytGNRmo&Ug9Ohm!z#L0j2RR1IT%^
z!3UJDd$xwT=CwZPB>3%csr|RHQ_ZnD1^n~tYhB=|S=KR<dnI%x2zOS`*F+yZarz~V
z@U2@95n~}qTnKT$G07vrZ_tb9zIeZ#c`j`P;O_C~CwHB{i>c?RMTojuJKtReNyNSp
zcc8XD1(fQ*)}CW|phO9Y|Ap^QUtzTS_4zJP2J@p)P~czF-4QWxDRG(aMa2s{*hf%_
zy3AaKJO2(GgakjNS5Ls3s$V&CiR&%&x44Am_4z(`Q2;<vRsgPIJ*|sguu5uCyXfoR
z2n)}f>?PUmw@7xa?1=wp!XjLLdSzT`<%)J?-94N%;_=3JdO7Z+%SIqW!}_s8hX-Zr
zy}MNihRz)TNs}(MM7pj#ZT^_X0x=+h1)gOQ&fjpUGH0^bj)paEgBM~Rfzcy#28X~o
zF`)L@0jOg;p@B`^%Vpz4xCQm@z1sn-rOBeM9MV##xn4YJD5Id!?NnM}d)tvZ;vA=Q
zexW6nDe?{@&gDwpOKQ}L`+7J2QAQB<k_3;s*T^_mhgv*yesiaz85kc^->SRu^qTXU
zU@Pq04x7KM-n;)3e>SubeqhAV0k3yw_v86%b1$+x)CvrS_0GG8cwVt$3K$t@*Dgx0
zkj!i5?fqUcpg()R2%B*}sWL*s+YN8elH{$VylDNw#ap+p;!2-Fftby=cRApj4(`pe
zQ*o$0^|Y;@ay#`~Vt-TW<l8U6di<xR+`)oJfdKn7n<g(_B#)X;AIpV>P+SXu$Qww)
zV_3jyd^}t#`ej??j2EOsy-EIroD^Gn&W5f`Jp#<tViLq!;b8$s*+@RUc04$58;aZ=
zh)>xj?#j@+52!xKgOc+}0Z8+$Mg;Z;sQs=9vMaUHK@_V(TVZF>MPph)^^c%*wpD42
zVNbIxy(aze+5CzUF+I1+L?L%bdh$6D)VPIKMsi4Vx>W6ITwolz<u%?gaH(=wpl}u%
zy7{Qh+6UGjGlhS&*qg7|Y@^rVpaw2OlQri!u!?8}usI2Dw`{XGry9;z)J1x7B$|6(
zcIFtFj!b7xdKM|O7jFer8s3Oo#w>I;6tdD3ycpWlNq{(05+Lx}H)7x1dSt}%#AY}9
zJhya4POu4|t2AfH?R*n8*tVTRB-lAg;<Hz^1mg;W-9Bj#3C5n55V(<nbW6rsD4jkn
zwQ)JlsS-<LFJNwqJsW}zxC#5*vC<LYuJVCZqpzR31DN#-DID{5$a$M1d0kEW6qZ?L
z_Wqh&VtC{+%{)>*e8l5CN9EN=UBBfL{IKblYRWU3IR=<J5fC;>p$YK;lN<%h;@k7R
zXnyKu4Dm%3t0~1%&S%{p?;g9M$;0{ei=rgyO(5UqV!9Z12D{9LVR6Cx{lntu;4fiE
z5?J}PLF~9b!puaSE%>D@$KmC<l^T)1LYnyG%xdyX6jZE-t|;{?sF?D6($yxAgK{w}
zs@2MfHKOlRjnpQvhK$T$rLXuJtLI*ujXXQR6~Q|5s?0zmThYcBR$)x6Ce}_+Y2ug9
zJB{)k$ZRtW+rBe{M9CWD)SB6neT)^|ZBpA-#~aN+PkCJH<C#TuGOe}JGS4v~Dfjhe
z_bFlH;C1OwLZ>p$Gf7+Q<>7w>=B2SEo$O(~Q(`>@{6V?+!NAKxA*<XTUb#?OvtB#M
z{$Z1lXp3=pLpp8byf1@YhZ<$idVJ<ca+mipA}zmp2#v;g%S)zw<GC(9b?qb1%4Ji}
zP@F)OcPX9<L%q;C_)}H&G)vtOv#<_a4dp51OH`s1tlb(5K0Z8EMs>$3BQWr|%F=T=
z)VU%cYEo0r3#&Y>y~D}lMiFatoWk;Je_{G!wCsddH*;yzXFs`bHbkyWt72sxtW3gQ
zchLfXE@3utoe={iSL+|t?sok;RDOwqamPVdGt>^^B7XS>T2q?^%C;;0$;}FM5XYkw
zD!r5E=q)MC1su)cPH$v#uhTyTWr#uVOra)2h@!IugrrN84J#-O{5A8;rF$T}n<hZk
z*zzXHGU5hD;aUKrpCy9<wnc#UI+Afo<kV6(ghjfrGxXzAyrrEW&i+TWVlKgkUK1=m
z{7SM$;{%9b2RdG1e2uy>#+TV^{aa)5X=4jtlIS!Ei3$i_LC;U#$&cV2iZYUfL4t}q
zQ}PGBA6s~_OesMfGJRc>$Jd{KJ}EtLJoIGFz}ff3ij>$m3zwskxyG-naxM+LR8=lK
z>gH}2FjpjUW`(@Cv4FE<fGd>K>s}uag*X6y3f5TjKvq<|=>zHg{T+wdUxjI{j_Ap<
zUSQT==q&FkLZ<M(8X#I|8g!{l25Pe+#?a*3POJ}AI49VHpda>gt7Z7u5kL-t%Rn-N
z32RnSG#RTSQ05ZPrA6HW#&h#gitxF-DdF|R2MPP3f8~Z$3zE%GeTRfA3->H<O0yV1
zV_|g~*E-8F#Az@dg{;4RLo*UJ1}*DVpeMS#uTpq?&M&NLi<@cH)8}FgZ%IdA4q;~L
z?j!fTYS*e`D-6tVd_4eAw4t6fo^b&>RF!=^RsDh<qA)HDR|!j(0gmx7qZD~(r0>$h
zH3K%6j1_HV&ANg}220v{v;55?`BW~5<s5_m8C>`d9i4X9LG73%dSm=Dmspk7ygi+?
zuvYO=H{b3q{m+&swrGdGNz7|?M<&EtM$1K(LTn(5xfVOe1=?680xPE+_V$V*((e^V
z8&V#Dl3Cph?A^9t!fECAU2ik$TyIlLzFN-s&ki3f%DwL}3D`Y&Y{f#ZiD63aW_87E
zGr41$+fSWm_;t{m$$`el{`nptc4Zm_9q0afTWL#vsmlF<35(!MH@~6w`|5om3Vr&o
zzutmq64yza04%z9aVtrY$-PWUu=$4<hale$Lh+K)9REOPS|*5A3$a-1`}dsQL$u|A
zWs%!e=MI3xSE9-T<$V|!f2b?lS@joX>{YjFKd&)x?+xIl96;LJ?P9sqkHUU}&8YzA
zrh-K5Mt33J^d3|lc}UOK5MM~n3PR@K0yX3MGEkaM=7t&nfq_dCaD;iFpT)e)flHiH
zP{>eV52IGUPH|`UggSaCRpBJKe~}<=Ce(ifMJ{%qnBR`R-CZi^%4pTR3Uf1!c4L7j
zYr?+1E3L@KtHKD7OB`k_M7>Z>$w@3B>*VlK4jQ>V(Yi`$1v(`h%KoUQG!S&!&Qs7{
zq9|UGLL%LxW++=a0NsN|>%VGU=QYwZ3s^dPpiYeE6-8E^+2Vi!kB!cJ?lC~d!__v$
zwy<I&(g|Wc$1m1=9)Q`KogXVslPxk{Is<w(1qL;3uN+Y~3N1aCV7Uhp40;0Cm|EWS
zmoSCoPH_vKoFA$v-rfaCB^I9#fq>V6n*x7l`5)|0=_#71G-@p)Ju|srMkFU{C@)G+
zU|Yt4VrE-iO&u_aK!5uA09(L&h!hI~<6n;U>C^V0p7G*&)IPnX>3GNeB1zarFJIjQ
zv(^Eb^~Jps+LR>f+Ldo-GHJuvW=gwRKe-HwG_+MRLL|o_C)nBtW)XbD+mM?5E=_@R
zxXL}|F!b{_)u6M_<0(RLmcu29H|lRg{`uB&{6v0Xv8&X*ad)%}nv`ZK-lA;G8GSho
z^|etjG)+*}ZL_EYHO7=#IwOJM(k_bKOW*lYNE<FmpGUgYd#rM)v??iW7i1;|eIb%t
zws)8uCz{B0Ap~v9{y6=!Sz9c&x5nFj5LnORp2`Q&jD!1wpdy<uZ_Hq?4+8bFMMiDL
z!SCsZY>E}Q(eXD^cEGl=g_MqY0z!<YmXWiulML#N5X821f!ErB9B`g@33jo41E7r$
zi-1h75o^|3I5Uytshve<5*gM3zROImMIbwrw1h?IittxPQI{qmkmv^yopJ}fm3tvO
za83q~9y``v4s4?c(RJLWJFeiC0brK`Klnx5ShPvtHIa>7$4vE?*l6lLefoJ85>&3m
z%b=fFx4ymhVs;e7q+5g8;3j1nf?8(_4!mQ91lkkH=}WsyG`Q?o*CEFbN%iiyNy6yI
zBCw^h@ExcWFXQZinSY}%OPO`5(%El9ux4CzZB^R5)lGNH%De&nnBk~v_g}vhV|1Ti
zhf5xqKIm5BiQ9AV+*(ONCIHMYOK1q$4_OB1A$p)yCnSz0Z-F429~RtIr$p@T3>&4A
zm_mwwZE#p44zze%5OxK|)j(ICb?Ho&a!AhiD}W7Cjlxg0FRq5v%7$G2<L04R7}uk3
z2=h8q^sHB}UaiN#Y?xh)V_^e21#MV2qO7#D19CVrGc!dgx?cl2w8$yPM9mzv?6!)>
zKpF43NVzZR1v;+p%8%>i)}1RDpWP)aBO#sZ(?_77@wG0ObHOqT<BNJ98G0>k_3Apj
zqA@gS2VeP>)&q&U(>0;%dJ=qvMY(=qI812}cfq*i{#Y<iYPAGh?FB)NUGb;C?*NbN
zX|sSyHOc~!hNsIln@PA;!CF`P2jgy>8#f^Yv<R#0;@PfUFlf>8zF9JVMDFt#9>y>l
z21?v)=%golz)P}h{F$GBGhoWTW__R{DNPHf5XYCX=P-N<R-||nXVa0=gVyaEkpjtR
zV{z$nq?~Dj>_pPhXY~PZxa9>-Q*+x6sQ0mz3+$*T%i<KTUP3RV_Wj6XI~o-&*vmE#
zRnxQqmnqp0&gj4s74z1LZVH|^5?V<@%XyI8`7_pF2eN=`5h3O87wL(Pt0KNno&-WI
zr2SK|xCkw@c(ZaZ3Fd?FrfHIoHbLL?t^<x3Uo=c~$&9AUQ_GI%m+KW@XKzQ0xICLi
z&m5TYX@LY43*c_nV|vMJKh63aU1@dZ9=19J*f+@Z;WJ_k_>$}PHgx%`qmT5(XhdVJ
z??AM~vEl<}E}T19vN;y!KqK|hjS=eXH^jX{tQty6-LogZxF)14Mzyp_fr<%+1O>i6
zMH1Ej+35RUC`#j`r#&%CbnQ-kd&?eNQINM%^TwL65DG7nYq(V}C6|AM`II(@F|_+o
zyMAyPhP+4rIx!v15DY^UuA;RiL%>lWBLIU>QS=Gy-5%PxuChPiolL;^mcaB0PyCc1
z)d7K234Jzo`r<(S43rQi{UcAIC`{2S=H^)9rF8D98HNeC;hb4R=LzC!<DwE$-EUq1
zo{NU~L7e#$7_&I<oHQ=qr=1%<r_`B%X$h7@fwH2l8sq}-e~eUzN}aQP#!1LwWGHcZ
zMkGYiD5v$);3BX$q3=F0E@#xxr==QW*h!x3yP-{4JV*I~w$qyG5qcq;N=jn=WtK+s
zPnh+1C!4@j8t>5UX?5ZQXgcwy1z^Vp($OBX2|-6G5|TnS{@`|Q(rQ|tUCgoSK-^#?
zfW<*(9r>PCcwTT6;)6|~Bee^<Y7%s+G#G!*&CzPkyLxa+mgTh6TNGYV73+SpC+ZNI
zvF=rz<UAu1rlCGsY!NOJP<T7{Mz%WlIzxiSv!8e_n<`u)IZ1fnyfPih>L7T`ZK_ZJ
zG%!-vVqw}<7baNRZ~@>V3#c%0pu3FCp4d!Y(!|6gxsSG|kTN9085ReZ5Z`p%pU%Ml
zoV8xRjQ&&%s*ra^Oqcyoxe;Oop&??-nx@5BWZ4sjtn%rbm69p57)YdBAOj@XLuq)J
z;i+7NAmW>cvV|HtSX(Rf#fhy6GgA(CAh~^9$=qccZiUgh$=yE}Cr?x94;92{IL*RH
zLv~Ag+!QfA+kC-B@I6%Beo$zPgHN}o_IcX$?!qB9u1ReLyBFn}3OY!_a*#$W))i+W
zSC^|}HVZln_q1-BEEzuv-2!~z@Qb%uUq;%a00AF+@jQmL<pvi?g5HMjkH@{IfnY#5
z*p;zvCV(q<E~s2=bk9;r7V3G98GEPUhjst=DFWGb&`%M~tYrf@&A6B2?;|>7Ss)2!
z%DhB|O@WSG=?gx7^<4_Gl~eC1VRDfK<oh7PrDQ*1wzk2|*#{B-W^G8msH+wrMGG0A
z&5YB`Xs5PPeMr3eiM0Z(Q9ZBCC3vdSSIL>c6n}Q(6Ijb&fISA^^#)WBN{1CB5eRhz
z84y{6`uSsh?B9zd8Ow(E&?&y6ohnTl*%bjTj1+()xbrO_q_cpcz-Kogz^?Y`p&k#%
zGwCLtd}J`&VI3|*3B2zKz@cMgNKk;I;wSitiLw7Z?{8&@eoX?XFM^>PXFHMGx3zX5
z{t4w^indr%Ss~)gv+^+$eCEbKGvNO|?5!o%h5Wy#K>n;g`cFjhzn`s~{&yJr-yeM8
z{C67Qzh5Z0^UpZSe}AujuE|;nL+KA-g8iE>8J!SUJ~h>U|A_p_FvezZ1IF&U3r*y*
z_K*w|*t!DAz-1WFo<p_1x=zsOC#~Q&ulk93Z{#79k}xkr-4}fH{PiRtM)JP`Cn<%-
zJi&Z?xo9ge?pdJh;yIU{WeV8h!Ok9WzJL{bI7JMu!;Q}SFJ@p&L)L^HIKYKbtLiLA
zMhb?19vrGAY4q<iGRX2LZMH~LyXRSR11u75r<RF|V)p~C5PlPxS09Tp{_*C=I@8tH
z7dk;lXSS_hBc)pv2QllL23P#54~4=VfpH6n(@)_M#q=;gg1p&(zRoK?4B|$T@d|FR
z!9y<I)Dg(1hIjJ6z8Ky!UlY=m7CfB7|M$nwUN)*w1cEKn3cI7euTOITNZ?{=@`J?N
z*Y4iEOF>V+@HGR@&mEsN=sc8CNB?`e<+o2bDv@EDp-&!=-(`lycC5Mm-@hV%uH34t
zAF;&(;2+lTf+!^6OE)afRms%&|Mox02+LjON_t5jt&OE&PN+u_kWDz;#?Ov_F)xmz
zu6_YoAWwJ{N&VVLfCn-va%s$Sd5lu7(C4|l%QirwHg7l#ERgm-eDyC%R{Vi6JciNW
zAGbiD7$Pwj6d-^b1?NNwvd7s!pWiOC>Eou6@~eii3>oBY!mmXi!s1(C`Xe*d@#%XI
zv{h=47o0?LFAz76-3MDR1||#QtPq=@eh|)do)3f!B5vvmW#Jb`>+0fO7jOS?x8*0f
z<8q<ZTWZYn>Kv<b>{TRX3;A?8fC*es>I-2w{TE@d!a2)ly+^ai==;eEkJZ$P))<u$
zulbvvlTn%r<A|eOUyo$==q0?=y0cVx0It7<t`NJ-OhUpN>M>HaO(e#PheB*HHda!I
z!Z0E*24|ZO^I$UB{ZMsC8t)Kcikvl;_3g%k%2AhtS-+oqr1cp<B3eNYLBe=QcKg;|
zXQIe;5Z{E^{E#sl9|$8m{r+;q>gT6-;$DQNv(6BX!Wr^BF3>8xheS)b9|&7@*U$3$
z!Jrl*EQq8KWRW+lM&8PHwjO`yXIr9(DiSn@%^ky{6fF-v#3alE-zqHW{<RHa0y6)G
zI2jmA>^%ejJ=aKj6YTOZgr!hFc7dWL-1dSs=N`9&8LA);Nu!1DhtbVJBzOcknPMDI
zAim)S$v}Ww+<Btu8UV7O`5&-53>06?cyBJnwT%N$k-u~28AKA-MZN~TKG{*`Fd7Xl
zE_UzJ4!`qMn`4cZd_CcwGeGC|>5m^j-r8GNP(ZcBin-_4aG1g88bH0%1<1w>moLz`
z0+!CbkSukDB+n@t2<Ze~<kaAjt^=Hf#H~yr#5ETB%beudC#L94KV$)*5-C@@%o>kG
zX$Xjejkv9AGUGn#D=e*kDHJReA-4rB$}_nTERI*?Mp)AM7{GklfZ$--3Nka<6sK%X
zlE`xfPS@1kY6epXmD&oX#{`l}qA1n~3|8<Xy{4-TmPpt!I1AEoCyf-3Sy@CKzffmI
zZ@E|o6|8STg*)Ur_bYe%R4RFlc-{Cb)A`G8eJ2ZD|0Y6Nzg9Vqiyp`e7n+|#E71LW
z^A2~bH6*f3axT8Me_jm1HyCig?2K#H#@&x+-Um`PaL`NlrsMUatOp;EZge3HF3}Jf
zI&JOj>=cOd03dr=#RVoxE|7I2DK$xV7?wFKKOXEgcdetOUECZ`jeH;Quap`d-a0uJ
zA5GCmCyMkw&+faqYI7Df&usM{y7_$5juapq-GB*$wp*Y<oqj}1fLD(`FSXkxFc|r;
zu$_dY<3cMN7cBO~3~rgIkA3-64&*z27+ZVnC`(y;=HiXtZUdqrryZacrM`e&R2YA%
zPdqF(Y`R7iEAv9I=1VpmJK+@y3VWc_+44^pribY_8L1n{lVKbdr*?6BscN~6GI~HQ
zT(YJb90~aN4^rN|Xv)4beJ9Rb5>SzbqyY%Mtd8S7nubv?L+nnHJbeu{{#w#0Cbs*p
z&rVs*0_b}^W50*qRJk`;<6VY0iSVfzlcn*gLY``c#xkCu9GN_6K0>m^IJW)rM_*sx
zKFo)~xh0W*vcEmeXf<3}0wHE4jRJ$42s{hA43;7pu0BkIxxd!8s^T(Q<vvnJ_S1u-
zkL>+^ao!XrDy}_XrerDw7(;TQ7w9p!q3?PWmu_iWeI+H^gZCiaiPRW*fL#WXPUz1(
zZCuE-A~FdBAcnOWGR{{e*Mk4~_?u_-h&4qGq$)DdNZ%(PX7MLlqFR}sTHXslpvF{&
ziYi>$uum_m9t^&-U6&1c3kI+}sECuWQ8&!J1uE_zJOFaed=WMnJT;eH2V!d+=KtIw
z4QvW=$jrD7h&>Dh;5_=Q&$&RRfjc?APdW~$dcx%@_-us2Ql!|wyZcW(JJ1Y7LP6@#
zD?HruCuYBVxr2=D4^DYw`jbF*8OSQO!m+C64|(l@;F75m<X7vyob=zT=RJEyf>X;9
znnz5^7DT~=x)CAbY>pes>T$Uf!>vC7A4*W<v+abNc*l>FUF0JcnB$<8;tQ);;VQ`g
z8;0dW-$M$dC-`DD39P!uPo08Plc!!-mIAG4i0fA(3=l=Y;e733)*K-NZru|}Hegk4
z0w9O6AkOW@8xOw-?4_wZ6Qvb(`82z<An3heyYmzz16~~V^bN0THIVgm0{`>^u6xo&
z=mSI+J$r<ZMA29kbSnkGX38bs5RVnk;liH4RNv_UoeX5$_CX^uxMtNmQ_^P;2~rx{
zr5NO<u31(hv-1yT+h@99n4S4Blo$?4JS153?W}69#!c-yznVd-d7NpO-~P4*;%B#$
zdDy9n+YMl*8l0hmqXz$Y@qb9@Tw#T!D)K)MbpoV0dS2@2b*t9bWOOYsEM*+Fjc|J(
zP~4&wzI2^t(P&-;5Q5~A(h)7tJBySK9wb1@0X<0g`)y7ZSU0E0t&~w23t(GZAk##`
zC)&gvf7=BEq#V%i{=(Wp<aY{`G6`_!Ic6a5$!FEgj7#rAYD4Ahrj|eFdjt7CirFwE
zK?yWqGY5|1GhwErQxpMEy<@Gpf$<0}Lx>;>Hc#A^-X8eP(6W=|5m|5ZVdn`hKn=VK
zGmxWy3w$NvS0#uz*Ir{!2N40~6b5KX`W(Vi>4%X#!a>4X1I6)jS$zN~ccu|^0TwxG
zC0F<}%;T|xwB{^o0JPvf=G4-gk<Yz!GrclGWJ!X*dLvpyeSK$7lm#lE3FIMc+4bZ^
z?JYwkiH%`ZO_cQ2fn3K8(9|Pg#4s+4RS<hm<$*tOmQD4F%q%VzpbbCI-qK{phr##f
z`?7f9{?SaD;T}&w0#GO!&A}FysNd8JdB$v$2bn!Ereq2YG?Vlr7<cjZUPd+G5l(I1
zjeL@~>@u^MN<HfOp~foV2uZb}ap)w~s`%T_03=#q6w@pouN=h@rEs**)S*TpL%?1W
z0$0L3aszGek|+V6{i>f;q#V0K1|JTi=6jsvDmP27N0Qcv;NeWf?_TKO_jl1|Z`YfV
zsfC~7<e9>mCGqzy!KJq^?;#hs(RW9O=Zlr@@08-M^{EZ$h}0S851y5$H~P(FUB8Fp
zU?DomP|8D9xiafHzuEACS%InV`6B2;?UYxDrU5c4If9P$icW<b88Zq6elck2n69ag
z51i0KZ#A=xV4y3km_tkW)(bH~ywfJ#1)}>^jzZ`Ffxh)?`7%qV+29mVNYp6gQ&C~m
z#t_oz=B{Q{a&jF$8$k4C$tRU)$dKv*)?!4PoxI>0pP0(l##6oWyk-zo)DKD0^Fakd
zA`|vHof4agp4}G#kCGwqp5%)ddFufqN9C9K675T+3!Xl_WvfHw1^}3iUzRp!$Bob`
z+YF9Ag3t^L-d-@^s7KY7j;x@lnW~`3WSm9PI|u{*s-n8_@D7ZQa6?`o62ijq_Apr+
zgM7MzZLvFiHi{Er=F#>{TKGK|Hee=KH^@7W8JIhvg31gG8T*s~ny235I*>XHGv7(K
z5*wkFw~;wj^XG~>h?;!M{N`<M0oQsyB|YNt4dO6n@$A;{sZg<Qet57ekr=Dhzzm?p
zZqPT&P}i-#DFc2QESiJr;dV$vNJfIR_WchBG48yy`ceg@7HLr1Re-o6AVPXWr2v%J
zsmv`<$dMUwb1$jgl^67)E`b|g|MvI|#GkL7ToCxCwELnE)H`S64~Wo3NM%ulxz!th
zT3toapzZ)lM=`^REW{AtwFUlXc>|;mx!=&*>S|%#<E#faAzmh|&VXblXvEy|T34<6
z@~;@{%?m=>cjp!~x+qY5kU2wCc0D{N;>d9QctaHl1+*EatWo$IBxA2NjI1D)#U4Pb
z18obH8l1G7B;qW4iN}BoNPje_B(G`QAdLnCk3qMhj9`u14mli2HDzJ7ji3GD@BzXt
zccx)lF@bIX6!;kA1S_7?`TCUxJ}pe!ETC)hBGffbh<Q|V>0snRVY&_ppZCa^BUC2S
ziKch|4|{JOjpg39kK4~~530Qrl?F+=4H+Y(LhUk-+fZbzP$Xn1M5VU9k&-Dyu`^aG
zkz|Zr%A8Qin8?szE<=*<ao&b{pXXh__g%lWerx^y_+D#0Pd4{`-Pe6xpU*iQ=W!mV
z<cTj{^?4q*t&nT~`21II;ZO2U>)?#cevQ{ThUW1iujc~lQg5vBXKjvs@Sp92BQQ-x
zT(dVP7Zq15!zSm7!Aw-Z3`r5`R4ZJUJ`xVDeUaE|hA^y)FMA-vRYm`5rG_n!JRSze
ztyNo&H#ONzVgtzCl41G4dKQ^LbQSf`!cs?u?wsJ>6vJibtPXJ|O_%MDyGQh6`&DBV
z@~^&-^cp?%rY<%1O{c2Hr2`zQ4WEN$JZQ;tQnJd@ddaWDES}&G7DZzae_n&%5CIcR
z+;(||2`VM*Hog7m8Tu{c6&CQM)g((IBe6D*`jAe1(_M|P4ud@hW=;rN05)C<3~ao;
zUni6+UZCL9v6T{g6(e6EiQxy*pGe70+rrtKF}YwdwGXlJ5mwlT-4u}KfxNFc@28)B
zDt;m7U8Ee_`9w(gRkgZ!uZ>CJr@1<K_-mv<lVi*E>!K{PFD$|+<}|fW`b8nIh;lQ0
z#?8x{7yZ(Bxh|<Fl?~xfENn}rzo#~Pc_<n`SiDPWk8DlWys%ec%Se-pZj3gTP6q`8
z2*@{R78HE>qygB#QsM5wddcM)^uP)i&fcm?-=qNirgbOz^w?EUB7;W>Mq>rcpAJ+?
z_y+;`D|s|fR*UGRENJ!i1Q2cYuKd1w;NwT>p%+LdFQ{OJ6GLO<Ndt@j)7Me#jvXb-
zna1IivK$qJ+y(Y})G;@)x5>*Bllc=aK<ODsX7zxPaVXmTeWN+<E#k&-c*1gE#~la^
zAtbk)8s5>+V2({D3i&qL@P1HT@qJFpEvlx|w@p!`Z#fgvS(uTrUs_G`zFmCnd0@Rt
z?nd@6^)(o8={x(a^%o5{ETUVeD#&gkrz5iJ-j(E0{O8vr&5s!f^L*EUz!{BcdSE_@
zp<=OU)v8rP&JW-A_3prJTBq}K){1*T9>uz_UN^o$70#+E#tcny4h`PVhIjWh=XO>1
z%$!x#XetU)^+rRiSOBMZV1GZl@?Gm4fgJ<j5P?B)YuIw)%V)hC#?r~nm(YHYMFkSg
z+XzJW<)AbbLVG)NHzMj?=|78ao<1|rz?9yjs<%`yNxkTy*>`B}+_@pJ3AtRy2`S38
z$UUM3uCyg3ME|^57xlXBfY*NDj8-A0$O-rWr>$=WZpZ+f84jyZ2Hv$*_mj&DW0<lS
z_@J*J^5guat-)_9z&~S@*sNDX3~^@o11RdN5sieS{8J8jxP5)SU0nhc@gtHfMbOj%
z(&_r<nOkuvj8Q~v1(sGKaCc6i4lr1P#uUagEVOl%9Ee*VN?E$1VWd98HdLi^20l_X
znrg&reM%BrxahXNK4>ClIBje~`OB)c@Z?~FU1}*pv)2$+3Kr0bkzIKN%0!*{u)5mg
zCd~xBpSw<xEFC<1E-zt1MafhZLsLr)_^73k67l7)2;(&mgfhfx(As{kZ3^bEx`HCW
zrc2?^Ch#4(jb_fVb=!8P>GKwpHVH$U1{oya3io54q&vP;SSIIw>tJK1Rt$jpp}W8C
zr)BJ+gSt+w?T>TjM2_H=DcdXySS;L`F%A|3Lr_rl)E|HF$yjR)|K1kA`$U(&(!g)~
zOn&rF-8(+|9gAYj&R|bSH=qZk3>8Q|HTJnip5tGhD!v2nHhR*xxkqQE@(8U9RE4He
zxjpcyDug6}9|q4BCA$)BlaiesSAZg=!-rlq%gwYMwgFowY1bO&UBUm!O$&yKrDRh_
z8Z~8Ib^2J^@ZI-6Mk+=C3iwOaRSkifM}bRMV678s*!C?bpRBy>u~N?ciG5-OQX_w@
zuD)>%uSGVS1qPle#j3DdJRBbQp2g4jhahk;qN~1qLF1De%Xn>Zu?lj6ipdAP!vfDt
znb#h$9>$P`WlvclRT8~=VFbdG_DEa1Qclv0ki@>F>XJ*0`<}y9Fiv5ew5{n-eKEB@
z*zN;G)I4>XKN_?<dG*??qaUw%Ecp57pR4m>%ZHPKFQ(;0i0qP7ADYogWq?DD6BMo$
zUDi8Vqt|b&kcXg^L@;;V+I<o*l;Hh#-{T+-2p9E_^u3G_zc;!K-Tfj+g3e>js#BvL
z+Er@cB6flGBywGvD_XSXfLKmy+_rNIcHqx!%`2o2ShXN|IWU|ZPgqcAAc1O#6wbEQ
zU^#6?K!r;{n4{ozeBn|uYzLgR2Ii)wj&#2Ut<$Cj;)c8g00PV_10?hs0yYugf0lqF
zDu{y0e7Da}s6aQ~1sbLr+N!jq7yQy7{r6*t-B1(Y5zu2O9Y-OgA%<}>68CW>k$=ZN
z!?I_u#1>Ag0h5wgEcwxu`$DNc!Ldf(_H9ePr=QaYqiRMtL3iHYeP1CJ78CigyLvnI
z0HV|`Sq!h`UCgL4GG~5?!gqW%{}z}(aNUetdH!-K)#FGjXw|713&QUE6ffxcV}ZiD
zlNs8U$nrwq^w}odU`-(T>G#N(p%7)g1%7_~B^s>O^&wqMccWH=2N(ZFFjI1|2*rcn
z5M#VQ!X1@R1BSHz9X=?#IHUJr<DpjXi<=Is!@=+(jfeo9;?HG{P#fy>v4s@LAnu+9
zS_!PtE#N%(S`D!8>G@o;Prf(7jb}N{1bO?l5w-_2U8`z2gbYc7kV3zg$3`weN9*C7
z2fEhME<?!ZeOVLE?@P=r*HkgW6Al6L==-Mkg_f^V-9cS<Sl~6J$x0y?G*vXEmx$V4
zZ9lMMiB`B%60+uWw?1<h_Cx_S<KOt<Ncabob!uqOmEOVf+-mh7;cpo9M2*Rshb#ep
z%D}1&sByjS6M&8F;m*n-ZlAKlBKRW$PDS{=*c}$Smn&D=S`)HUv~oI1Ijj9T%_}6!
zoW84jDu@B<5G<_h0&1Y_u_@}q->?)6ndnN(ax%Sz($nus)OwvJ$8@lMOHwAPs3*c>
zImPbskz&RfS8)4&M{6nrcXa55GXfHpp97}vV<Lx>hz`?G#__FN_ax5(Z7a4X;7yZL
z(d*Rc`v%ap2YS@X5%p0>I(UDcc;vxBkRqdb#u0&}WoqMeTlfAp6-6W$Dsq*NKm16a
zQJA}{W4`p(BS}cHwR4kE82++RErc-$ioH7URcqJ`0=VlDpInsp+(~sSqNKozQA=dS
zEu4Zy?vLr~^xqgR0AP`Yr5YajU<;J6S~Dh*SFVw}0Yj=mDSNq4wk-G?)ULZWLKc~X
zE!4ey!+~?45qK)_JcVz&>V%#He$#p$H3hqtI}_SE!g>jQUL(zJNd|Go_q?);nV}v7
z2_s(S?bZ<OXX(LAWZA5-$v0Tf+ktf6@}L4>BG%x`zv4wapQhs+SNY)LL8igtDWk<j
z=<?jfLWF(AH-}#lhBw&IM?mo)T@Q<o;`Cip@RytZdcjAq<OzdYYqpe)ZFft2JlNG#
zjpK;)g|U*nAY~ge)&ydOO(oO$PJOW(ejSs=eUk-br?hchrFjr%RYVPTHR5U#OODj+
z!#ynnq?Q2lSshgjtQYlku^Q3}G0D6RrnpIOOTO@liH{K%BA`kbP1-?g-XUsdVJw-x
z6TIPWXPM3`>mx$RXg3ha5q_Sf(8~Pym^H~K$pI82{mvc_qAu;cZnT=TEfH@J)bkqX
z9c`b`wKq>5!LpV|UV*jKw(Z{{P`@j6bsBrw%^NSqa1|hK>U@SqMw?0wy!en%@Wa6=
z8^Ef}8_?z7@gRcnuLt<c*TX4r%EQk5#{Gv>9oKBvHz6N-8V#w=0$3mji8YlU5~14b
zl#hbK*Q1{&Rok^5;U%eaDWBsOg+r{#u+=9R9(7zL;-_YrGoRngo7{t9-JSR%paNTh
z6>N<P+#vX>zTE{_`LZVTC1(%!m^%I(e7GXQi4MfmzlOe!1H`jbpnS&T(M!D}U!B+D
zv|SuQsVeeqS46S@R;)`a6c)~TkLCb}mb|q@oWtc(Pp%MZnBhph)h=)QlT;x<T_4Ue
z*POio{J<Dij6nJR!UzH;4YcK0;euCxS^yVtZ@hOi^#*W>uKxB7a+SgyW;f0A546BJ
z^FlFm5Gk7mEGIP>3<Bpay`meRfG>+i*@bIS)^D_h+pDl0!GkACAb`-~l1+s!l8urY
zUJns$w7i1p7zELa!w}7YzlSge%AT(rm>fxjcbkfs9yCU5y4dSBa}}*CL)_o}GCy%c
z0uV)h`J*3#U{gsshDe1Q)Wna5s&ApiKXdTx=`TAi2G@~(0(hiL<d+7LbV&zG;85~m
z6jbk?HwUXG{?2tj56)v^>QfgLs^|#-e5n5A%h=Om=J&*pd3hC~eDQe;SIfPGZ;Fx+
zh5OoUI+mQ5v{u(I<&&~^RyE68dV+&z=EM6Ffbgq>J<JCkqR!s};gQr(0I`OPLlu92
zW%hA!Mf6a5R}1F-GrQ$x`zj!4JznVJ6@olw7?te|kxN-2{gBAohqHP|2;`7LQQpgZ
zPeVu&qsJIl^1i`w%1P<qxonJRh;kBx%~j!|(Nc~rre)!x!i1Y5BUAPLb>)47qJzK|
z^M)R8cE)O=BHmS31po|dE$-zZ!g%n;3p5iZ8bO6mNR$h~kVrfLd(7zGr?)9a#^iq)
z`^+zNhirCpSi9p|Sm{=`=W@Z%D%JgP9a}$iD{0uXt6E@V&vP4v^N8L<mscc@8b%)!
zWXRO$U+#d+Q5ZH!Ii5-f2nrEfzKm{1-H(T~!{Ox`iphS9m}dQsreHzBky*uvaqlll
z$ir|?WAvL%D6SVIAhr!bqzHD=AD{7ybd+Myh!qQgT3sUWQj0j(L0o{hPk_6E$d&;;
zl*=}p%>3~gX%R1btN#64TvK!vqOpK>Dqyp!MO)h!t*Ee<t81_QjKcBz*pG2<ep=<l
zwl5O3`>2{1H+||>;R_*6-AHLFYb^gY5_KVq0*5fKI#o58Hz}$dNtITuGQNsTbMcvF
zmMvS*<%9}Uz_C%d;K<X|;~Y%I%mPtL?n<RV!A!c!Z3(tT5H#yv82DE20d`exWMs#}
z5@f_y#Ze{TcUnySkB_7kfa-ICO?6z-^|)|VVs_c)bYuHTTXW)@vdJ%JVTR?8qoh-)
zG@R-9l6zkyEG}h@75i1-jbu1C<8H1<DgOoE#M@mV?a5r>g_n020tQKbjT%e{+V@@T
z<ud>kM~%Qi{MCIA(KFk`8cFhVae?j%C;4)&z&}C1U7vxJI4L16{C%~I3ScpZ9PB`z
zPh|9=0G`xySoF`8oBlAh<<HvrthN^}@b*s)#*d5}-CyP$PVrD@!wI*(=Z(?f0?@Pn
zW~g25wgyGWMcG`~=#oT`g1P&vA8JXzwlg1jws!3MXYbytN6V+1B4tMCY^M+b5?X~U
zP|Ogj__%bQLG<|GfgLIuL9z?01PT>7?G4q1@4`ryTk+ySYf$nil#kCXT>s(Jl^VUe
zPkIf{J-aLVN%-A#&a=_?)D+lErRTBNp*osplFpCd)htC~ZDU3Mfc$W8@{6Y$DpzRP
zYiVkA$2Qhl?0PI`0}vSkLrOvTT-Ks)RNed7s9D<f;oh_Htn0t~?z@HD1hMF<$n{-}
z4d}&>-lPhiQ63{@t4COAwxDsM`eKfycKjYl1@AL>1rR4yy!^zBEso%;h<yqp@q4Xj
z;nav1Q8O_K1%}9L;!BR%7?2w3n~dv<L}^fV=Q3>1j@MbbnHsHF=gyVX5#R0>H{_Gx
zeiFF6-(SeQX*hyr%}ss>*++4K2W6t&|9Da=5Obyr4Kwcd5Q`^mD@S;d02P4Mf1N-j
z-_JhLDeul%%Re4#bfuPGcDk4{VJn)_JEFLY8IMWWA&#T4-uA_<%M+zrgze;9J&KS#
zQQ&TcN+|h?Xa{_+5CR*iW$0Qz83sT3q9Ols1aFC8wIs2w7Bx)uUrXT%(J1tWjhj1A
zL2=5Dq?i6p`qo85Kp^iH4`H*d?}OQ}^xFeH2K#HDjzPmi(xFMVwkIX^UI-ZHI)F6!
zz}yV?@nM2>he~rs?ak&Jeqz{A;E9ZzKb{I${QCJg!{A`KxCYfa@gWiq-v00r=|I%(
zPgGZi=+dKl<{SwBUk1F|oZi2Xp!NvhvGsDz(GUf!%}1KR@9_qZnRGLdCn1=&yCcl(
z`%Uw`V~u(ET|<j#o|Ea>u0U>!UZMOsKmMp}vx&9k4;OaFv~!4Oud|SB5_z4M)<3X0
zUR`(PU8@?bp=96kWRqHl#>^XJv#I{b5wU9^@5sEBRdzq9XdQX(Zk}80DwjI0KXM+L
zP5$joJ6!#>r8$+DB~jVLo>a#dxBkf(=ryX50~<dnU#F50yTLK$P10|}Fe6qdl<hg?
zA!;@OaeUH=;ePiHx0;2qlO78om5N^i5zxHg(BrZ_6<TAtjfzZpv75W(PTqeT193ag
z4R#k1Ycy~e^GXsJ#e2@ZMSiN_6Be%UbXW>p^|dg3^Qx<k^131`TKIV9h^q_}9INx|
z;@}kiM=`eh@T0dk)r8ceuj+vXldKlRYF`y2-<gl7Z`k2z=tK1*^$-JzbfU%-)?a^>
zQ6nvyfkI;}AclF-Q129RtSNk>#a)L>1}Il57Jw5T=~gMY#idg-GWjFaBQ)8V`^bR}
z`v}zp={^8<&J8D!3=JPk8SJbS2GKkiDN}U%2&!ZABtAoUp)$9<_Q5sXcx6ct%WJoM
zaOyZfd4wYOK%VDRC1okrmkg)eGis?q8E&=tb0xiB!liH1%eH?0O)hp+%D&<0@!Q)u
zbh!Z5R)(b*ep0;E0VPO@KDeR?;EWBqh?c8}C`)pE$8y4v&j+NYrfNn>m1@>GW3i1v
z`1>J3komBz-dEPdELg=%@_v3G<naPIHHXM%Ph0-%c4n&7_7jX$GJN;G6DdFpRT0!B
zBL3@q^AdZm42f?C)qVjg))!*~1mvMlfM2ZxGSVSCZy2j#Q)x+R0?UWEy}xiEIW=sD
z?52Vf7Eq}Wqq^4BALF%Fo89x;h1!WFyA{4C+u@?2X?@hya>qX#VOWX1!d?5u=a3H4
zT~F-d+otO)XtPrkP^7`}d&cr|w66#QD2OE=Pxu#wJa{anpj2(2Ps1TDV3D3dBAvd!
zN{lL>VA`vK60XUiN|I-_V|f$9jY(}9a43W{lHH{cM#L<~0NkQw8g>Akg4QjpQkg$>
zul67~c7ApL2Xe3;LQfXw3pSw7fUW0G%2EAHu-c<{+U&}9PDGSij%9%J3KIsAo2M36
z$!5!;Obe5ksArN(#i0mucylb0@W_232)u30KV`#EN@VQBx%__`@GA1TzL_fO5uGwI
z!u}^0FUl=na<_Y(ag_1;3bf5FPP#6Qzp|}jgij+fJeOC;xZSkp4ea8miozA~Y|BWv
zbB}jhxxSs}-*_nt9xJnu=t<v5i~RiT@jufb|Cc;U##S<x$ne#PD+g!R2B{SDo22Nd
zaOQR$<VD^&Hxb0-QY9~dmh~Wjb!w<6SYstPMD!t)BgNTLz*)pgMZ(Jf(Ips3h>~6Y
z%muSX&q&-=tx)jF5;4z{t!dwJ!*~bDBqe#mi(mY;0QDWpeZi<xJn;0&>XRo=(&HtQ
z3vq^3lK9=acCIbQO$p&cjG>3#e8_4t(;(yp`yPQZXI09Z|9<)wdHbBBR4}M}<Ie0S
z(I3@9e*f^;<jt4cSt;frOKo`7V4V`tP|&$}(IN)G!v$`6XscF-$>x<hhcHo<xF6Wx
z{I8T!imw0}R7E?175W})vYafh!o^|2%O?myrWlGZ+u(5V4Rx-NJExV6Hi<n#6}S!`
z@C1nbGgS@Y2uFHTY%Et5jAzX*|4UW~`a~2^#NCYau6lRRmgZRhiTk5~@-+Vp!!o0)
zprsWzP2NFpvpq`2{(z3NE~Gkxi8bu?+=^3W^O5)Kv{s@9Sg&wqaA+tLaP?_aU`P+1
zaqqvm0Py1?-EKTzSvw%dEQcu)--TR|zW+9e9R<nvDoHh3==fZpNFL{qpc+Ug(N6Y!
z!oU?((iKEsKy*{CTb0)lE)|YL+cxMVuu3+ZsfG&?L#O;)eO4f(h0FGO^r=u@ALPEU
z%5wu?OCkT4c^<U}EQX{DFfbNE=p7F)B#@*ycYgfqGg#Ft>H_|-dEzs-Io5BvmLx^<
zV`7li(MO|>Aa<q8ruT>lDm{_5L!eYZf(8*$?FI2n)V{F$D~jLVEbm8p!Q=+>`ux}1
zPB|FzFH5hfxlVq5u(QZs8?6HEItSqJ+l~gasYMxGuAe-*H({JZcL-etKBMEnIU*3Y
zmjG$vLzDjMvfs@Sxp_VJS-L+Xmp=z?@=;8;Gl+hNigh=^&1_W!`wU!1+;@MD0k8Wn
zd=dWf$J7}fl-jONFq`-Gb>ZL^4b?b%emdp$q;R9msV<-E5Q@U$7S#WT4@5?1Dz6}|
z`Ox>$Vu^?m&$(4wsPxm|TYw_PgbP@8m$dbD9KvG${)<~&vOP;5P43CfI<tgak+iiY
z>Avi%ei+}ZBXW8Hl5SP6#f`-aSa^<R<Yg;tR2AuK9>{xidEw=OwX71jQr7S5I`boR
zxXhxN5L+QDyFkzjR}l0x?~@8BF?1+f#Z04Ms+nNEz@q)-uySk*iw5y_?-AY@6~!q=
zc3~nMkQ!X8)}07I053SqxS}O;P>i5LWkps)=FJ-C^GodHRu(VY-=5_%n~C$uTq@`j
zAJF}~=VFl|=P_=zsVipjlf9OWk6`gPoW?|122B1r^+V-2l!trJoURo8<L_OMH|oUQ
z%CXZ|U1IOJA-$bmPX~#_;2&=j#CUf$?0<a)R;%+E!iznRs6C2E^&wyx5zXD_k<)u~
z%->jWbH-fpT%M}kd27f-Ye786Mj--JUc~~a9A6m0hx;yb#5$z7_bU4C)sC>rKL+ic
zLe|xfvJbsFb+9Q*cczLEOx^O#!+irYK=M}X#fvF0E{9d!?n)09(@)Hhuu+6^9^D<j
z-7i77sP(A^(n`%fnQjFj0%J+M^ddPqKPS?A2{CewMCs>6?v|q;RF8h>-XrwShquo(
zK)JWHv7h<OmWnC*K8tskDD>n=^mlR`r0dRn6iA01nCh*!oFRPXfiSuQiXrC-u|%q*
zIT#?b#ubKvGM=jqArP2j8-l?4ACS1(L1KlXCYfQV%+s7PQmhU|b)$51U!G;opFqE*
zNb2s)iVfPwCnwz20)&3wl&ufZF8~Jy!H7Q}b!X08p}Y9hU74fGu_J?B!zQrVb!lSh
zT4OV7;1|Sh!JQ63X-ypvP9n-#gCL=iYUsts$?(U7Art+jVl?Xacz@w2*;?ZCx04Dg
zvBp<<^`9igV5zfVfGtAZ*V{bdQ41HjP@Fk~7xC<wS|}*f{-$KHFc?A{AoE&<btP&o
zBqD$Case>#lG3qzr;gxYhTis>cQb$G<n!;4Bl8>0yn*Has(b=)|Bq>i{SAr{SU;ra
zSzZTDP216hGfRT*T<dSg+d7E6heUF2Er~=prT-V$)o+=3Y&Y3WB)X^HJ)FJU_+jh(
zp#~;xV)mCoS^wTM()v-0^B7=%@_op+{TB%tsG>Z{4`rOdcMmB#oH@LGJ&whdtE@V<
zsI3n;b{V2WNArcc|7LgJ2X`n|lpZV>8CVQsi;gN3w?N+AaFcU(tuQ_$1yEo^3@9~K
z`k>D+0yN_=04bao<j|1EW@VWx&U`Zc>mF3M(-n=(Mt%i%>f?U<<3~04<U~N3l9;XJ
z(Q~Jcfds}O`KvLN&wA>|Ity!V{jB`8qa!Z>=W^<R&Wm)Z7+5Hw$P0?U_65<$6>euY
zjSCPmy7jjQI1gT?;xyiK_K;)z#-BslW_dr&nN##JZuSrOf%(pIphi}R%R7l1ivFi>
zUl0_@VFts(i)cOsagc8}I1siTum0qG4PcKTa}6+=+7B-KFRNhJ@wPt$x#fj`sfMF|
z5p_+JD&}a{DS@U>2T~?IJO{|4IZlhP&U|1HoDYrWdIOPHqR$`cZCVRYaNgUSg&=Cw
z&&xh&K(o?RoPXvm^e?+-9Q}4mc68~tfALdN+v`Gb?Ci1CfLVi_{co24=tKHn2H>-2
z`2XqzTmMBv!(i4D2pY!p!?o1A+fjikJw2?Nf)gj!q8%1$qQ<}r`QhLq!15<)+lzsB
z(aSaNdMO`%|F!cN5Pt!B6jXHsx|4{hhSau^4MuhGtVQQ}H89N<Z}mV*6#=|c#pVS*
zOdYhXiY`1xb;u-AI}!0y@cVGe06~G~MY86y=^lTP?7Oc-n_Z}tBmx4|%RhP;ZPpR<
z(M3UVv3b<g_&eOatu|8~Vyr>@Az>oB^hk-)9Q{eoXi-UiaNy(l{V^WOEyqU8sKA{+
z81QTAVlz^s#`535DufCTS~nS-EBWL8XX=fv`Ak(}>wTqKCHnAxN$oCV(O;d27$-?R
zV6(A@HNHktNPy*#vhfZQTtPdH@kX?fAvoe|C{Nt6mq^XjcuG-xOLJ9~4!`zA8+Kc2
z0%m6taA-yRJXLLD5lh4{O*myMg-KYR>X;S)rj@z;tv(Jhf<Tj#mc;{yDML~lCofL#
z!?E@L6#IoG0yPp|WONd-W;_1cc;tN~)q-g#=`tysAi&Jx`{edx0+C}2GVOO61<xkH
zS?GVVeCjON4eSL|wP==sIy`Zb>!A^_RFkjWlc5&>q;mOrLEUW>rh;!YzuGK%s~(V8
z*G-}+x#vweVgT)J>^VM#MTS7a&tI!PL_Ta(@Wsoq;lOV~Qx?B07zBVHj#Kksy=A9`
z*R_eVPu+_bs;IC~`}B82@l>@-w{Mim_8Lp~xUuWDGL|Oer(d~(z;N0LrY!f~i=eb#
z7y(AT>C%4G&pZks^*jH@ObcLPv@SC=+`5zsw1~E%PcH%V6N)AO=d%B#;ZQ7xUaj3x
z(x=w~U2-*fgHrkLduzwWzaYwPc&z4ixVkI2$T02LXM~%6@yt?Dko)v!{0xz&FhDG&
z$StY0N)i=O)t9bIA;~tD2fUSS0&$pi3$o~T$$ykF3Ut$H4Y&{Hp;|J<o7p`Aon&Sj
zjCe#Z$JKTh=9pr{DsN5g+8IOb*9(6l(}!p{b=_Vj|7KA*;c|2YJ()68g*QQqltgKq
zz>uqtnDkt&F7(27%A<>4aRgU#VFVDf?8>UQh=)rBE0I1kkDy!AXK+VT4jIR!w`F)A
zA9|*AW1dsJp7OHou8ycHdDN*(P&!@R2XUNqr*>sE&_WHsohutcYREhorc?Vhi1<1R
zz;a7bv!J=1!~B0W5p9<S%C63-KPW?uWEWx(A|ODPSDZwc5XA@wcvglS`F-;$P~)f?
zhzgB5H~>WeQU9=G7RK>0s)C=}jxv1-bWJ<Ttw;M`4Htkwxw}Pp$2F_IVTevf&lLvg
zH545Wkq*QPWfgzy3hiPbW=nXh6H#MIIuH;@f}Q^zY30IW@G}zd2nl>9k>f;^X3|}{
zv^PS<0m+6El!UsgnSnTinj=Dp{BEEt2SY&PaRE&-HN=Ufvdr8UETk|{bn8Cf7&rzr
z`u($|mo}nB3?PgFnsNnTg+qu_MBNl2&p(>dZS+%{wt64hhT%aUxVpVhdT@ob-qb}7
zpw83Tp@}-;Hb#z(a|OOqg;Fn-eGiD>NztUv$azhqTDIvDk;((Qrz7QUl<f$W*tAuG
zuEzk>P;Gt!pT#3VluMdQ0F6>6VHyUf3;?-i-pw7H+XZrL20uX^Q55PNdf;|(1lXNH
zqoU;)ObiXbn!kR5yv37*3jms;PM?iZyp5=R{Uu}&B|wj~4y({7BuzzVjIHnulBs@A
z<}4Ae=947#4|CmMVM8(fdS*Vi--ee)QEL9HjB+E~y#>`LK;~Wj<qPV9ntv*5Iqbq%
zkgGXY5H%bS5<Sp%T3aXOj*(P$KKeKIanm%M2ZA@=4!*x#Rfbl(*V$b$0sYy8+OaKu
z%7#)P^C&DwHv?7aQFM8tCZ?W}DqEAJ2vW2NDoM8mvabL*Dg_t217*a0OI3`|>P8ER
zq9`g~s)WWgb(Bnnhdh84N!&Vu^A%1`<rvIUizhAKxer|-fChk@b^UzyHo*O%7F1o<
zO<Z>XE8}dxED)FTsJxW|gk6i;T42pldh5d9m=1?|7WXvB7nLG^OoUOPx*ZMmutuGk
zl2ZN4g#D6i-FQERd6=FXRYgs(4Nq;*#R%L&nb;u!(<Pd*RULH>I4S3X#-{fLL`({&
zFEc4lGh_bf1I^!q?bj)f4POJDzg>Xd{J!8ZgrJE-8%@D>Uou0eLBjD`p)8^^?b<~l
z{JCL*y1Yg14OP!%)rpD5vUe^MlbybPc&(@rwBisJL(Qc%VDV8*Os%gJ)|0^_5{7z&
zm?)ON<O5KsYdWNE%vpM4ktM6691w(A>|>A6eVe#n6d6~CisG2HE|$1fg6<s7USsHT
z6Lo}n6lJ3V7CAy}bI4L8;9qiQAS0afLT4TSn-1_|I@jZ+tv%DD!SS;<rv^Bc6QJc?
zdhnsn0T^j0Dp9^m&4uq}QQ|xlgQ$URsQRtM%||XWftzQ2#JX*@YW>_7L)`;Vd}E2@
z+4RhG5fgJ`UQ7R8<LrkA^i+kjeUd6!uEM58jbJlGyJ;Dxh3IcXFMz3^?dHJ!9|KB=
z4C|fzHQ4m#BxzWW0?2>^q2Ho83AEDZ%4^v3O`bJnh>0J}pG0w819~)SM#Ry{_k_!?
z7)J}nMKRxJR9@jW62?gjH-1f2`}am=#Hk5_UDhHOye1|3JX<^lkXW^#+ho-~_Y@P9
z@V2?SZ3yJAxQK-U^vxlahccU@Ip3Vanab>a*l6d`Gv1in*LYV492$ECHwb&Q<inDJ
z9VAS}K-5I)b60IXqDj^tBjwjWkUfe_fB}+V`iaToW6*MW-+X5*o`&QyA&>bt`S4-i
zH2RyTVgpc<1=;3BqQ*}RED)~-(iA8uvkw?Z$(;N60PR~wH0G)HsV+802X=cXy2vk-
zts}xb&4|YY_H7jpUcR)TJxSaklA6-YMNcKEb3(~9g>=P5=&Q1YPWfZ}$inkoq>OzO
zXedfFp#j!56r^$D6j_7$mE>syrPfT)!4(OsCK)r-IaHCjQT377sL4ZD5JV9uLMbkS
zpAGH%OM?DkJR&Y5WDEB0(ZY@iiX59F)6plgcz4$_IG~i3>URL5j~+_OX!x^2`Bm3w
z8(q++uS=Hs@_$bz*!R~efvp*Yh@7%CY8$2%L!;Pfn*oY``=<We+>0l;Uo|d({|*hD
z3KzE!1JoP@?z-<Xez*labgF`{$sGI5C}4iz%>Si@bUUMR?13_m^{e}TA`+fEe|{Jo
zr5eUYFwpYo42`60aDTZrIxET?e6ib{I(;cKA$HFXa~JtN=AAhg{mT>V=Nwla?Ral3
zshU!yiP{ZNvI-^m38;`+pbKboWcI0<mWZsx4yKW_gU~`$K1?X*>=C5O@PF$E9O*m~
z$Z{gAV_i@I<F1;R5E_&q7L{58Ab=(W*4!}Juzuz2Tk!+WBcU9d!<30CA9gJbUgJv`
z7aaXkrdq`8D|rU|oRuQF8QDceuCu?y4?(w-HZo(+*<bdTDMo-gRZ7HR&@fi#I8I@#
z4D8sDIHiCxGzh)Fy6am!f@k4?QCxX<bv#k{K(%-5JAwk&Rf~dqAo6S{9v{GxV1RHX
z*ziT6<gk%!ECH*N3XLksME;mLyyt{>6W^S2V$!g0p}tDzp-wFinimuou+s(7L;kop
zWx1<5u?i&kP;L8PF6Ja~@GU3IkqmOgH6lKvn1P@PHOxSivU{#cNjUW-C+`y`G9Um)
zbMs>#cbwCjwaRoYtg_XV%)>m`O^yRbr8p||1r6Tw9D$cELw(>~u*ZS(kx)=EJH13y
z2sY+piPX2tm2JzI$AN7PR@D$v*fTi}NOFCtII%QCFS4_-wFY|}r}1O7P|(vlIzH}c
z6*Y4g=wH>=#b#2MJ6@z&Qod0Ngx0#y`#Y4v)=+!31kEO900^v(iRFJr^~p_cz0?|V
zZW#S&UymSFb~7voK>{g|(CQJQ1o~A7VmJ*v(f1Fy<lKKJSqb8oKhLA|3}#Gv2(uKc
z<Zk_!Q>jX6aiZ#Og8WRJDnO<=u4*Vw3Lre1D^Y=)rS&JLmbd?}T1mvA#h^|tYRkVd
z#l3UWDuEwI&edw8wMs(#w&?95L#{2b){dwrEU~b7nPonI=Bn8m{l$ckB+^rhnAnWQ
zWb<k#48-)nwoHJr+`~>vD6>b<ArGl)KAF6MM=NN^6;V=El9DUeW~Y2$U%IqAc#Nmh
z^h37bGz_+a**m~|v+8SqF`{u%-~xz&&~h<f&#{h(c&P~lJZg|eNI>GYItR_lRe6)3
z_UWOdKjZ;aC<NwHaEkIea~-Tw)eraGE(Jx42m1$jR_|X!0|WlfaRKNNj=ByRGTSX$
z?rEQPmCj_v%y;%5=hh%NEz%1$#SmiPJimT{6gH6j@WmwgOFpKyTjB)}3IYtz(~HVz
zvxh2=zZmh%QPEJQ`6&S32A*1B9eU4cM~ck9Ob*3Q2j5(nH=4OZLNa#cGkK5q2GzE!
zteEag>LF^*w0cdS%=JNM@I1FH+>YqE{xcuM^B21rao|u98hHA;^%4BJI2uzUsFH=0
zmgcp9RMCFqBK*4=mIMPiDW1O|mFlUsk(Np2$5D&*7jH(jxyp#loY(KNVgwmJSpN=`
zwb(h4hg4L0<BMu+OHO<rjr9s}EewziqMjWI@YBSti)cr;RgFR81%+cdpQ%wAL)5Qg
zKs@QPrscfH$^DG(6v2%YecVf*<VURU|FCIRQ8J<^1$@T4oHEbgW!`rOhMxLBU78;m
zTsRWSa*)uNov&~W?gs`B^^@@1Xf9?aQrpfLkW#IGomo%Zi}R);4HX91KbnUl0g65x
zm4t_8>_pG#&jTZ*)sqxWu{l!!7rQ1AJ#lFnK6Gt+%V0V?kgWVN;N6YNS^}_CvUrek
zpx#DRR57iP6($|sKv!s_?y5_Ao@DXOJvtWOePG*vlXKwJ#;BsW9mY)`-4e98JD`+T
z5lX2;KZf!gxG-85rzV1)<&;Hl`=JQzpU6jlW7DUu0NCts#NQ3MT9-CGV`LM#hq}&7
z2>rs%2|`E`Db#|Ov+P}4ZH>5snWzA$s{C^d#No*F0Kbh<BCc3gGXX!^B2WE%&Jz>W
zDPe>gl~ay@o)S+QZLJ=EF=H*A(6eCczIA;;EitH85>h2s%8JimupqqKP}&zrv^~_r
zLut0G3(Jif8W0lAWKXf|m8edHXeECsjn`!sU!YhkCv7WxnXm6QB>ohj^;hP@%8`IB
zxP{ynBl_s<NPvHp$O^+JL}JBE+~&^#JEv0aANow5S9pFg*~jg&p$muzsFsl_t00I@
zKJ$9ukX)h^=LM;9m{Iu#OHh(^k)H>s0G&Rn8m4bKScoub8-t(!+K)C7%Dr9wKo%jA
zmY#<<vcX-cnTnH#qT#knCTJ>l!HMyn4WXaWB65lCK{L1<QX2?j;qg){+D?5VKni1`
zxbD9~ZyaqgY>jgCB?}>-3xn1FYjX=WOd=dk(u5(i9?39WK5`cOL2AcU&bm8ej1<<y
zexWCrOj#{wcC9j40bQQR=9b)TKiHC2KYzcp#kKaTNQnnMvPdC9NsKHhiYn<ea8+&S
zX!R;wi>ly%`W}8UYK!rE^(&Vw4+s*cZ+Fl#Vz*Y}%)gb7K|m0iaPreT<F}I56o?bq
zD`64V6FY%MroIN#Cg6@Wc7?Z(;0^_#K2%kPt8V$+bH@BLX0~XBb*)Da59M+RkE#Ru
zjK{=b&1k(vC4|DYl>;=O_!0>pCXk32-P%ee^lQ%`C-T66`)S8>#e>J3597b~Jeux_
z{BNMziZdyx$TyTcn#o3vZd;}OnT9N&3r0#Dw1BoQ*xh<xTDdf4#h`~wC0hU{q-I<(
zzkVEwM->kTfU_JuP~*pPtn9g&(xrEGsnJ#mFc2lUE)a&!Egr(Dx6YX$hk@B|LyF1f
ztw#iSpBXk)zsSR9GaD~!jH-9&o!zm`tli!IR~PInitcO8w$xqQQEp&SJp#L0Urcuy
zKRjgQ+T9P>c}|zKA3!E7g~8B@yA#-@Dm?E%2(#Nn?iqLoM6gdk^lIBOiM>7mYNU+c
z(XuM~30Z775}|U0Ai@OvAoTt7Y6j9DbNyFJ?R)SVmbA$3I6h7dG%`{#$ivwn`dM|t
z-2JSJk5+#H;b!RRb&i$xH?N?;Irvmx=R)$q!=847sQv3}PEsTG3c*i|gYY3*8&-aS
z6(58K;a@f!GKj79(B&v=0^H8KC;>Pr)lUhowN=-Pepk)E)$-J%u3!no2}566Jp1ZH
zO|L^`6i`3Wmgm2Oz=7wMe4`VvB`&%x>P)JM#Ns)3qWN=W`E!USE_FBz0598)AMe;c
z2Gyht>%1b*bz{Z~e5cl)jJ3LM{!J@4xvpdS+=cCF!o?_8FVK}QGP`h?-7HR}-1xwS
zas+cGG)XM(bY|Z*opPaLn~Y+w9rjXx(Xa}t3fuf_ZFwu;6!v;hq{^NQvU`-kraMQ~
z5o7Y*qv2OHFs9Q5m^CHjQC@Kp$(C{D!1&ApYa#J)J22;F)J6LnsnXiSr<Iyws053Z
z1G2hraEiPx9fg+uVgSoNK22Z?M4M_<gz(YrJg#d$_p7&K)9`fK*8YafAiz*f>@6IC
zWO+ECf}sps8-yy-eSzn{J0HH=?R}phKolY(QDx%l-uOzvKQ{zEGvhFGHD`izJeR@L
zi`9%=_Zyh>f;1Z84M@C4Lc4D)US#&Ln66{*y6T4qcnP)ic4>IJA4z-B2H>>PeUC#-
z!*(vDX(On(?I6Bclt~SLKt@P>?!Z_231$af?<MjHOAs5CMySGn?U1jwY+W7l39Z^o
zy-^#;9QL2E`9OfMAK&*s&JQ9)8jSJ;AoT1O=t3;dW1=hTqTW0AG)Q~K1xN?x4!Ck9
zwkx`tKYrwt4EL#>3#na#E%(Z&3H~R=WEDp(0bMpVgy$5wF>9Q=sT&o6;-qDtcI&~L
z1;yuL(<*jfx2%#mvU+oU=zGm0>X|`o3)xq1<1<kVuv!~;Fj#s##7y;PYk^(qj(-e{
zZFxLCQZVA#S8-`|Z<BTBM=!bF_Leabw-&d&W4+n2o(f%gtKm7*{q^ljo2iF@Dk_Zo
z)XxM*+|jd|(sri}%-kYG)~QW^+dG%YSS<aAjRW&=mzfQ1<A^+>=kl|%GY(}RgMXA)
zP{vDGdgDdAKYkv8J4l2T(G^m7OT*DfJ^!{S6Uf>s!k=Sv!~-04@(v+_x^czohbSJN
zkBM{U_qcElzw!@dmEPVgX(Ad#QFExS?m-7fU$E1gXNl;uGO2cOLFnO<`plGTB&{a`
zBn#i(A;E(3X9^PJ4bPl6M<OB+<0{j%A#}8MSMo!{OAGod<W6wK#2}h)tsdJh&G`|m
zrxF;yReYrngKwr_)DlI%@s{-6+sxufgeU>%l_aPS9+-1kp;ex$;wF9VXn*TTBJ>dM
z0f3OHgT_O?$Zr8ai-YV&UT1GO(-iV}Erse#C9Lx_fxm6`YCwpLMz`)O0B)>YUp4H7
zj<!Re%;3}mhuyLpn0ME3`35_#iFM0Oa@D!%7p;#JBM`!upt|^)I3|F?4N&b8M<8+@
zFs=r?Opm}nsZco~dkL5tY(h^e3wO?ajwM=3NIQ5)=QfiEEKFr;I|e`MgX893NR8jr
zSC;${Y$eGNxG*PUa}3uZceiWRMhp*<?F9}+{iXn5TpIQRlNjzgBa-uy@Z`~WER<5@
ztrZ?l@+W#v->l8bLC(Xyita?~xj6BH!JqM<go*Y>l^|lifO|+eGsG)SQzrQ10`7yo
z#Qp{aU&gwu5l%9*n&Sn7NnL757HGO-kP`(=H0&dug7nCqJ$rN&7RcUo%WxmqOMoYZ
zMvPp=7K&%sxw(5Ys_@&2{qwY<QlYM8V$QU!T2x3yqXTvB5Nkm9`6{3%G#@3CXu|oD
zv}Ac&3|yTO1TNbP#NBZ&M~c`1GIP?I>~PZx5O=bjYX{V|@iLZs@mTul=qIE^NKKih
zE$+I9h~<K;Qydk68}2&xW#}MpeN8>Ui;YRMO}j;SLgWcN#84LM=-T5px%w0D|1Rz8
z%Nq(jvvTuu5gIp0&ePx&QHl7R+KRZ3cHqOdzOO#rZQT4BAyo+e*C3a9=Zzeij<25j
zg7lI2Q}xe-GvzO#(i5RfcC2VXF`~q}>LY~$h4m1$;Px<)zbcQR;>BOg8uo#jc6m4!
zOn$pwcmO+#q$<ahTXE+NY0?h$)Cjx;vg|NSoL*b`Yde-p*FV%%RrR~t`2xT-R<S?T
zW-y&tn0kMKoJPK0X13&lf+3uLMPE($m4;y()Dy^Y60sO_A^XxSC>3bcfdANcf@|Tz
z)sXB+$yQ2QykN~5CYsa#JF|zDr7q)6a?JJTMGFmGFV%e1iRvciaebz}Nmxf<x$6oQ
zV>6{tQ>rDhn`U_B@E3N=N`3cmvFPo4D2M2?(!>e=jmjK`NMH{%gy+OP+e^LS1dh=t
z(Blw8Ad>Bv{L#gBzyJQkvcQ3EPz0pJpEqvDk1TCmQ&8-JYIXjbHdhA`gkN~gZvSQo
z67;Hw0%E$|?tq@%B$pPO$y<}DGN}YQM%;uaz1Qg>*u7mntC>Il$~14@zKVvgij;*f
zo>?k!KSTB{@c80Kv}fq>E>LalVY<>$%+3BpOjWIUv}ahH9>Bi~<4J_lP+F3lVQ;c0
z5Q9`C$<?G-(k}k|!xR?2YKX>(BGk;2pHFXhShxQ%*PADo{~*SzNO=g1C$oQQ0vHyh
z7=tJ$sp7%sZz9%p;i})Ko`3{lUO*>3J(;YHm?!9AN<jDotIWGh{%8g`AkB>2DUcZ)
zG}6{dJxdT&zrfU>SFa+({?-^V3F0}o2g(8Y@?^kSbh^O>4V%NtUP5Uk+GoY?szt85
zybHBsg>&a9;OkeJs>5;9YO<-bT{c8Yi>A%+1bReGliS4X0qwnuDl}*orWtBtGO!(l
zfqNXJN}l%?7teQbAWTLck87}$g4zT&prgeIY`O*riygqsj*O(zo%d=%RU<y%4DkRW
zFMg6-A=nvb%af-w;cDSjLhwLTuJuw)t8m_8Gujw5qtx&+Kls_mWxAd^N}-S=3B5^|
ze@$YjlXF)pZ8onKP+{}r>FKa=Cvf_}Q*C)<|A8wfQ?v|IeWxD&==!@mTuBJd`t#_3
z9$1qU`JgFFv`hx3S3*q;^d9Fr=GD@93I#xh&>*Hinq-b;G%{sGF=6#8MwP1+)2FI>
zrFIXZ3q=*kBNRsXB*OPTwTi&2o6QQA;P3r*nd}|dw*$k!(+RV7fiG>1Os57z#;8$O
z>fnnfBB<~ujg3)vAt|A{yfyfZ+>V@SwUUM~u<I|ECzSO8@E`$mnYy;mMA)Pus7cNH
z0X$V`t$Oz?CWp+=)}|n7yPYmhR~~%^91uoyNB}N`%cB>Y4>W}JoIziZ9*3;n{-fgp
zs*w9xEH(@Kv3tP~KpG9`Fg1_a(atEiY-kHGI(hG|aQTI%?cG=%H15_4Wab*oJ^=Um
z%w1oiR~7z(rM16-6T{l;i^fq5h@dVOMkE0uC~7(=(1)<}ABxie*lmr19@Y5NF3P5r
z+mkRD+DwB{j?8{nM{(ZqcFdp&LZEU%So){=OL?$H(qo_8113gOvrVh7HWGFOT(Wa2
zIy&?RU>j8$`NnJtJeMJM0G-@u$$$QV>#R04M&U9@WN7yMSeBTX8d8FQCIJDowxK;p
z6M8iJnUK{vKm2fkS@a&gi`fK`nTiW;13<bhN?&0C;wAo1>#O9}5M-CQ6sV6wIQcP!
zvDX~L7~Qyw2JR87t?A>`Jsbc~qlP6!D$>;s@$Xz$-0)#8?1Epo<&3~Q>3`BAwX756
z_mL867GpWlmHAwW;tFa)1B28WHJS8d<410L5iKn#<7GF{Y@lUNrdQVrRHe=XC-rqm
zZtTvaGqm~o`TeXGRA^t9NH^3es*&By0974YoSo{=uun^{3uz8BV9A}Kuk|3i=k{e2
zURuZ`m1pqhV5euWic{5c_MAuvH2|DUSvj6Bd^s<uXw^g?_*n;`D|KYmV3<_x^Yti#
zX}`PE)3w4eZ#AW$ppG21zeum-hG0<7#p7R4)`%0iO#lj%)KtN3vsDnFzxV4g9g+7H
zsDqO@Xc*FX4KSw3Zm}<4e&G2fgz(2FJ{sz$=fMq9@50m)F0`a_)`SyQIz<<qOF|*q
zSprQf`E|@MHkmD7t<<=fCeWezQux)YS7LXoTaQE9r}xV<e6Y6;zT8!c%h0GOKx61&
zmm;IvkLK45LF!8K9BqivSoFn4d6uUqAgLy7mx>Ig4l9-}6~vInFz8D>co5I@4H3BI
zq$HV|KO6<w;9Bk?l_}wzB12SbBXIl6vDXg@Wf4(iUv^BB7zVd7G{P$yx6}Lk=frsS
zZX9n1;HHXl{Katk^nMILtyG<afGhQ<P?<*+!x}5pyzn=c$u1~ck<Sl(N<}f3`<v6L
zBKtZ5C0VMY8a^WEs!%?|xE(d(4*Zs6)5ix1Fhu-s4Vy&ec9%Ui2qW^Cu8F6GkBOCb
zT1_CBC2`H(qsBN1&*P=o`FY3%)3HoAHs{6(<Ux8z98vFi^hnmVGu>mWf^q3Ut<IM7
zXmxymCIe(;SB=u*2){8<-hz@R#rPLZFmEvRt}i*x(Y!gmd7JJ4YnTc=tBpX|M^}{!
zM2_lh?p7Z*uC&HV;9g1LB+CeZ_De*PrtVt{+$SmhR~=YY;Y1Pf8HHdS6_}=cEPath
zVx}*w;wYmyq}8|tl7y|78)*zNwW*yuL-%Iud+Na@Em+%ngyRg|I7M<W`u`-N%nnpS
zSN|D#Fz=r@%+Q5qonDK5*K;$O9#`9<e07S<7Bp+$tv>CK->`gc1kAyQQqpkj8eU#2
z_<M3S$w!i+*iL{oDt?w7FX|WfZ~CZ+@{IIJk{C{eG3rzR6d1yD@||fE(D>YUhQ(|5
zw4YdLap#JOlH&p_gThqg?^@s;4m{~`jZTg^TDHcLb~&4;)XgnGp(eU8%l9GUjv?mD
z+vXym&;VhAQ<+RoQTu7JYhYcmv$ONk!-CP)z#^rNDP4zP4QV>fz;8fhI)J7SsH>P;
zndQ{3*%*fu!^8C;{>;*pO7lU11l1;W!&^jvzfa!9=g&Vk+K*sKN6u5Bwd#H=t{iz$
zB3cmnhfFoZI!l7L12XKrnM`i&vpGU8lA5nUcjT`8qjy~2zo=&TreHCaK(3PycPkW7
zQPi{<2EJX2JRlKad*}Z0bmo9lJod)B)mEd_T?eo`Usez2<>7`n#d4{VId7;uia;Xz
zI<tB?845c`vr(xnINkM)Ug*;{)plF0<+1Dc2dZ%~6TFwiP;6Li+wlndMje*210A$S
z8amOu5RNjYI=CWvGL(Gqn8OL!D%l%8P10K7CeMdov2~$puSPKf@EXY-W+1^?hwsN@
zLR82PG${z02=1Ot>)u2HCKLiH=6->l+CYIh3%9mwwXn{|&b37DxzOKG_W@s*Dlb&q
zmIE5gzvc_%GzVT7;l<vQ+c<V*NH6SRt}}Z3s3W^yG(Lh^i)PoBdqpEf5?i)!+x8mr
z<TU(}#ER&CCw*?mQ;}zO!_zyN$LOxOa<EAlQc?!yUIR*`?^2XWVr>*p!U0jJ=~Bzy
zkEtLRsBtRH3z^dK>*r`Q%^t^}=UhRRBV^s4ZS+7%3YbAW4JCGlUz7$1v|utl*@>=|
zorj`t(v4vLMlRVyThXyOh@RKk)8Gduk!ovjl!l8JE?mf8&B!Sei|S^NW*5*t*!%tW
z-&=kh`S!(y3rsj+sNV-WQtR~#Nr+_D-WP=b>7>Yv4k-I0{8UHfzCtOPYQav8fSNG_
z$C`ovqOE`uYcP07#aUIzk1CGj<o70z18~3VaGVI2TSW|+b#nIya3<C;l~igO172Ct
zj?Jfz0L<E$<{~f;wpeOl5i`#lebR%5merI*P|X6gVbU6*xw^a3_Wnt+*m5ZwHtSdt
z1_dF9e6b$pvQn!GWVDQdQ?Eh);dyMIhczj*FPkoQw~5mD1J<~e91c=0gbSa`I02Ou
zQ?a^CjmwuWpZl<<@RH<D%^VgTZwem9m+iJ@v*<`U0X9&7L3lJng&vom#s{yl4KKac
z;GTs+U`eQ<2SA!Nm`_M2(eRvRs9IM{9WK~~&zh+D`(72m`2<uvJ8y^a=aH(8$QHNW
zi>MXolDG`4*7|Y!_6jd^N=&4d-WAcHay_b8>;4&~c1vRA-SwS$7~aJ+oPq=ji1+!S
zw|Vm;ds3O`MWDAEoq>ofL$P@v6=q1i_uAvkXq#LI$N`|HVeFPJwI*`gG22;MLl>K|
zGgNmw5P24Kvx#KkJ$J;r5ve@9B$bi}WS%xVhu;F|Z-p77#n$!AxNS;&q)@(1y^_wR
z6){F$=aVOwoO|n4=rOS4-lq+?N0Yt>#OPVJg}}U75OW`ReFU^UizC?(<t!h{LTsk{
z{9QUhK<KTrYT&5{PlnNOj8GOdVn}c%ADG8D#&l^0aT<W*wC<l4HF^wPld<|nSGk5&
zAHV^S{%!QZH@qV^JZ<S`1{obe=8KLZFR{5R@7f*Y<LgVxntb3L=su4S)V=@ZV&HL<
zf|5T5LjEQ3(5w4Qx~A9YEvj7pl1j1oA<H<8*E}1O{;oIKA%zL*tv#3N>(IfL!VURN
zLbuOX*^Bz@B`$$WpHQh13cAr<Ibb70*TD=TID3qjAVZUWG~t>Ja)hkYDQ0`nsCis~
zcy0O_A=JQIxM$lc(hlHy(=CgCy#VEt1g+@d%Z)VRp-BLatifKYo*I&e6*(IfBzls^
z1)IBc(Wp|=!3;cXY_33pWFR<3;PE`yOGd9bMhWRXx0;uC8#}+I;5p%wS=7O2g}T9l
zW(RDFeT@QX0Inc~mtCsoMwD8PCt!7$Q5&l9(%D^TXnQyuj;VweAd=LN!-weWPhRbg
zV-<P3M@=Lufh@3`o}MO@|AusG_Zyfjg7#&N)fKyaBd``?K$p%VLx>!J<L*g2F>9ah
z^+I7I2uNWWbRfq{#?dd_)C4^c;Rbtxw|nnI1+*(<P9UHjdvc6>AFPGM&ZE_RXcTqR
z38-p&2`?=7m%!D|w)4-GmLJ;k=5Ois6Mz$?MNgBOSBNQ|s@B>EXq+t}wh-)-Q)A@J
zx9V4dV+sc(u7Q1dG5lq=OL0>yh>(CY_i`g)A7N4f311oeU|Yw!DC$<6eE^a<OC96t
zqHqMurHG{~kCU!udTh^_^XrmVorV<nxUa2#m@YzDFl0-<_{Rt!9vJ-Rr&U?@%#56F
z-KemZdiA{R7)QX_xXEOY;7&ed`B+}N+4q2G-Ij4Krr7X5kV|63P~BVKNgmmc!?9yH
zm3RD{!8wrUIZ$vF{$;bMOWux~rn}H5Ekv6bsoIuOX71feXi})Rx3_N#Z1>)m`=P2Y
z;efdA<x-QV=U4SrwqZa$>jwbNB`8z9yKG4PZAB}Op1hjUh-yg1Cxp0-5w<&A&jZC6
z_n1I%r|9t*z+}|;ty}AoJ5c&MY`h9Re*864_$7T$g<aK3I)62G`@cumd~s7;sI1do
z0{G4>mwu~uoS6b{sKuB*NP}jJVU_Nyh}^@Cv2bh4J|TR_I=IppL0&}F2Gp=^Tk^6o
zBcqT}l&le<4ef9H;{}=g9Yf4mZJfr4P?ST$t8>C>VnzqdZ!juSQAbo!EO%>2Mue8s
z@Cg)jQktuwvJfddkcKxCz%+NKR(wC57{Tg?;R|nGXhqzPZ4gB{j~S&THrl(VtR%}z
zy}!49cLC{9`Qf93CLCsjyuir&r<>~>f!x7x@bMWV&+nnkVSZ5HQ5CvmkS2za#?Whb
zL#BiF9=GXWQqB+(l0t71`#7nEVS9I8oTN%kdcc|+C9>9Ki-?gjrm(er7^rs{LLkj?
zhE~k#aO@&)9f2ImlD@bjS){5{vNhfI&#^b6%83~+v{AtywJKvIjQoh7?}Dd{WS6P`
zBdK-d)oWS2m~EWqiG@tVkRML%(DGg;d+6^laf_A?1rWN!F{LC@orc{=mr7u@hv8((
zCVb3z8*?aBqNsD5g~uTqh|5}yn+R<`7FFGaiiJz6;R)rWj+#)0+TNQ#<^$OFAS2#7
z;PcmCQDq_v;-4*Bb!S_=<+$FB&lFCN9-hiov-aZw@z*P*Y<RmP>L&3lVDl|Q^l42a
zUkpbwk<&CxbgmIT^)SD5?Nn}2)2v&>o&0r`f(Y%Jp_G|jKDv3zE68Qo>uNqTMUzkO
zhuh&B>zq5GY95Mos4>E>JdUWx#ZhdC=j#+Bpi(BM7pK7t1-2k~%RcoHL0+5Mg+F@z
z#d9KGe0<r+X?1H`k)g-YFL(qhoB)7XIru*eufvyMasTaKj-M%bX1Ujgj3XTb(1w1v
zkMcH`^)VD)X!ZsXTA>s17pY#7#2SL*0O<6Jt2>`@undKYRYbvhS=kp&DAzXkq|O-2
z*2yV8XJI0mqb>+r+d<R@QP=5o0QKRzAqK=7CGl`M;HRXFO-xlFJ2KB7T~U*f*m0C%
zA@`d4{-U;knyI=`miWE0+98}@Zqrm-^#JD-1S@x>k=Iai|6>u-jP%F@9ev!nSVkG}
zg>!ZvLc7Xih%>qED(G9{@Xng<OwuJ;hIDk6g<b@5@yBG|3E)#bJ?9R>fUgDKEO|~R
z_K4Y@qD(n}v*$KCPraRGtLc<1xwjx5k3%my9~ihL<5lA@a`i2bOLS2Oshq&Fi+hhr
zJo2Oj0B53zlw~Ax&CKm7vYrB64*^{RLNJupu%v!?64z7N&d#SUdm{z-Vs<Qge#0h6
zx1D%r039w^F`+cN5Z)>1-a8a)zKleE;cxZs9M}=jXqt8CHwDOcWgnl&sT~A)R~4`!
zMe^h!^cOzTMPWp9UOa{PuqZv{VE>4N<|A>=^W)pa!l^Tj!mX3+9!zMR#j6~<u;Lhi
zQO0los>>dLeWP8a4$vSG6%(2^68bq#)c?!Ghy}P@cdj<DXZKLeg6PG>AVgh17)?&9
zaN*Qjh8%w}M#CrXnvDyE4O~x}^bngE<tg~RU~g}hW$ShquIU*87mTu0E&oqQ!=lnZ
z;;Z-P_4gn0G`S3jTsij=e=?DfD81f@NC*p42XKJZwJaN@a8xzbz)~^oZ3L-=>S-7a
zqfa#n<RH=m?XXXzhmkhiF#Tj%zMMNPc1U=_*^&qrU<hM;Rofa1i6-!9NlLWd5oH2W
zbJmwEKr>vL!alt5vko)@L2i6=xsf{EP{022qCh2dH?D5@#rRB?)F!}g*19w579poY
zvQknXf`=hR;+J7p_qZtqMD-HT=PIj?9%d2`rZ2}k?(o7Uq2EqT$|Qp0z(?wq5FT!}
z9h)bf#{(N6lSs^w*<+EvSpPNf?)|KHfylTt(dr8fG!a70S1>V?=@<5kGI9!2;691U
zOo3Z+M`o<JS<dUk;BU`nffl^HUgW3|Fcu}SC>>b9gmV)H%$>5B4C>6`mrF|pbkpx&
zqX91n4tB^TTx3@QXjg-vI%oi2&6Ag#c{ToRT_YIrUFy7Fe+`F)E&*09N_|WKRn@Rl
z3El$O_qONNx7V`@!*WK?pjH}f;_jYBP5fxvc-OP~zr1E!+`Oi@)V6he;^@#Q5C9rg
zeF5XIt~Ti99<isnI#gT7_3+*>xhvC1G_j;8if1Y(aHELQIS7F5=on#wvxfzp_5h+e
z64D&6Lc+HGF7bB&;~{eL_wx$^-u;4ERw1SYdi!|^<-=`Q2CW#HDXNi5PG{yA<)yU%
z7c5aKQqB6yFK5&5;rY&{tn@Or&^Zz}32&M`yykpuKA~Us&zmwJGcPC<|F;hDf^V7)
z=tZCZy_@&{p5Xt*O+016pF^tG)H8}eEdmx)1Lz6^vm%MsP0B&AxbB{QGtY(oJ+!_+
z)0Kn)QS14g79X}$7)A=|Qs*blMWMEMP_C)m-NMcP?OWT>(2X%2iP#%7oXI6x-ZPV`
zsf0Fx<QjpB7fox+lh^$AT}2~`5wL<K$Xh#rdmS;x{EvNOV8&IngBDy4yO1xn?b|nG
zMdN!FkvL<gf}ETwS#rk(Gro%XLI?IPb~EZpb97w9&feDZ>f5&$YPFfhl_N5&IEH!+
z^yW(%AAGwpy`vc+vR3$pk{*Lr`jyrwfuGCJnGIPGVU^*_JPiHs@rx6@yu6G(_kCKp
zXB-BLpW|XPl3Yd$-lFn!l6EGD)^PzPG_!}pA^{<$$W4Y&4zgPezS2i6@k_}#voNSG
zj_cw0A7B7F*C=N}YPU0H+z?|J>F_q<|1U$o<6U1ue`gMFqt-fqu?-GQK}5g=@iKt~
z*f7-z!%6#xnIdNe1|*cIqvB?Q47Pj%coRRm+6d*=fVV^tts>*t!qwgfKN(uDeYbAH
zbrO9zGU4XSray$|W`E;zB~&l;3XUJEM^^$lG+<ClZ^mB83~U@w+a>AYNf+g$4(v&5
zP|XSuw14__pku@|rJjbX8SW&|4t4=_MYhqLA<U!lORqu_k^nf0DDhOuvK@iC{Q;7*
zLRV*m(Ant=@Xk8l&5i()NJ|vz(gH@S6frv-7f|Hj$01b>DDlJPMl1wC`9K7Al4t_8
zr<Q+A+v!{VJnm>LL`ssM$CDJIL_U9>jkWS&h`LgJfcPj#0{0Kk_)Q*dMh+QOVh;=%
zrG9yjvS)@s_hEUuppg}*L}af*FEYR(fJWNrWMj}ETFn@_U4+tGjKG1FBMR3%tZWhz
zP=+B4L<SJ4wc`AWzBut$lW!X?&h+6l1Q|w?8P~JTbHMxoA(3l{UKDqwmP=JzBd*i-
z7ek!oe<XGqRn<&fYJW0;SskJa>K|9+)Y@G=RidaB5+TAILp5kCPA`Dl9E1pav%L$n
ziC7mbhyd|X1Mx(>oQgj?U&REH<xAm{C`@a=TWPzw241Wjm|+JP<)llzp+J&80Ec(M
zQ2CTzOWJ;v`?a@>^fsHIXT!!p2Hk;DBR4}#4N&m`52nGuG7m8zx^?eoh~(gLo*94R
ztmO(X_|=zq3r_cFLw<J`hPv?(gBV`69L;D}h`aa)XvPM?@#^@T%1o^9bt9Ak43GUU
zupM2wwJuNO2b4HDa<xSUe^_>%ZD7YV^GiulQ5B8Y`BSV3^Ps{N1&iq0^)bUDOaexf
z$Oo)V+CG4k52zz*S8C68G&T41?3wYVZ4yE`bWi+r0kKlka#G@xOw0g9rJKZ&Zub&J
zt=Dauq84Vqs`0q->drmmaux9Ome)T}t!yCS_ACE~oQb!!15!7wI%EM%unV*ZcUJ=!
zGGT4vQy<}eh0^qKYDFE#V~ifJO*Rww-RA!3Oi^{TD9YO^ahL#cT-<&<vx6}7KMiLL
zV87dxr*^+W6Dr1`Bj6H?8Bx^Vf)Zy5cp-5I3+(E|TrBXMlRH5AIBeY4J&m1^w2N)@
zjGftPHFYY#VE)@+b5+ZU>BjkF>tI`>LH(Ir46(G1VNcujKDdAXVt5@UyW8f+!?cz|
z^n%*=`I$|~bj!S_oAY^Sz6zo+RYgS~5OL8*0g8Z@a2&ZOq_77p>d@}zvgP25bz>-;
z_mpGG4=+;AFhZgbv|WlxC8Xld>S?56xP!)fQAc_)CODkFQ#WIg`yKt6!|gGO!fmvF
zj|aMB`DkF@fdKxiWK@||U2CQw2W)2Yv5Y}laMobakU|RS<Uz&IaOX|awc*yK`0&ah
z*}1H&!I&nY3S1T_J3rlhwP=|e=wVPtWpr=Ie%Beh$#QclINC}RQ)r+L5eG@UgSsg3
zKtc;Cw7ad{xLAp%nBJ~LKY->bDxIl)MHl)GpkENe@c$T`qGVMqkU(tew}-iIKgk53
z=*IRNPCcU_kj0GAx;a$b0F))ObJ&80N>El{R6w*FI@nI|^$$<|IQ{?LD!)x}v1Wez
z|F5uZG!4K?DVUQ9#2CdYru7NwN#@84^jA2;?bwW50@wtLp-f!@t5>f^kHSg}0&_W2
z;0P3B-{xlXk=h9m5*v-&3IEw@@HLWcEhaiAARN3siR?oMGLA58=Te%)L#PqtBQ~NU
z6*fTy7E1WvgB%HzX&?JeS{(2KGXCptQW{7#bb^Wjjw_O+E-7Im<x>W?pojUmyhp#$
z+W&0y?_rjj;zoe*i^R=M5oy?j7<0j+siVv;0Izr+9c`72%x(oLb(Bg*vA7_oO+E&-
zat1Yaf`CC;2lxb!o8Ap|p^8my#LO~&n*Ud^t<RA=^@+16hde~P9DPe7RAlpz!}rSu
zP5fAMq=aR~1kx(%D<1BcE{|MbL?FG`EdLU91W{^_2W3GcUis|%a!kV$#K6*Z=cJk2
z+)wN4jb&3=Omq!jUtglH+i@dzH-Yo9<i^lrMwvpUHPN1o@1d+@GeX=ZAQnXir-7Gh
zi{w$N*E;z%z1Yfi7)%3C&-kDqwjm>v<+g3JWs2doWRPfDXRWin)9b7jUF;z$zB95h
zXi;{jImHNnvk&Z_S>8Mj;DBDtPTi3bPRyI)e{*5RR8FGdG<b-S;Yuh0pLN<|c8^pl
zkjvqhuP<8)Lk*<7gZOh#p8U?t*zc9eiai1DCD88(%gMbRrj4N)`8)SCUPPbm_Xi2q
zL%T=jndx7@t~_9IoSFt=QOdCyd1l3#=r0yHUX)?+nu%Gzn3i*)H?~Dm$PMrosUIm4
zfdymWRr%GOEI3!9(kw5k5O87*Y{Al)gs6bHuRGd_%)Mp`uf6<Jm{k&Ys{MrUFM1r?
zN@<)6$cofRLuQFnY~*l29$5*t72ou12WDXo1Q5CH)PYHBAHcLwnGBkMH;j<Xg3KPO
zwg3iR?pdRbstJicO7!kGiCLra>)m`}&+|xrjeGpQClLjLD5;8$1!RSC0a{JjtaB-=
zAygyl&_4zz{10N0b>0JWK)c)?=-9iJ$RBh-ZYG`YVAS2R2X>IJd;IlE3#<M_?FxN?
z)^HJeXw|tOZ5NJ5@T4P?s7=_eQN>{J`KKR8h|#GaB2r=NfuirF=bMf5+|vNvtI&=P
zF~eECUm*L&zs%#f2vB!(OzQxqc$SLpVD^fmxk{q9_W#*S4HF~Nc25SnU4}LveEbdK
z)zN84d5)~cqBpaPvQ>qKn}fL$?{N_k0`i1_@*Zd>T0a-Qk;mk|Va;M%wkC-S6aNZU
z=d|@M$-{3ALf^LuG8l@K<dG&1f=3!g%RtE>{lGIJYS2-Osb*TegEVS-`q**=DsJPJ
zCieq`vAQw^a;{KE2ZK{9ta=XTjeo_nuEQe=Lll|o6-XoOKwZ=1iv)xb^*R#9SRD^2
z5j+xy<Ns+-rA{h2o{RtQ9FV&nYs~1Zhh$#Kf+^X^nag51P7}Kh#Y0nvct{LzTtY}3
z<K?KXQ8*tdEWg>$1@&1Z8NnzkuYX=V^Q8KJp<$4SzKFfg;NjVd@osEAnIu?*O?tc8
z;>1KpMlaG+qKsh@Mz)WS56yX?u6`#6(|Zd4hp;yR$9nDBhwr4?c3YF(ENMU`BvT|B
zNTz0FN|`by(ay}SU6i7dITS@@O6Ec;nI(jxkTE1=p1*V5YQOvaAK&-?9LMwY=#l$3
zT-UnRI@fugOB{q8G9CHUjKqShv(U1C0NdST0NU1)XAX${vbOc$hA0A<q4M~t{+r)v
zL*g`YH2l<aU_EnD;#RClIAiz|(SxEx?OLtZ3bDfVr{yrj%^6O(eq_o^$Ts=llIa1k
z>4j~%EuD}c<b=v441Z!Qh<Ab-k(a}X#JqsKnYM30j7W2A3P>|)Yyv<RZvyp02!-|b
zT0R+aR1M5JpQG4ef<8wdtZvp1GEcexm}Eylo9_c!gp=8FkvTu}L^}-t*7wl}ZcR|<
zy5bdDQE~sex6J51A|^(iL*6M~snqX>ot&t`fBSv3#sT<ko_@PA*VlSv^aD-wrB~&H
zm!e4nb8qQbz;1Vwo>T878m53`y5;N(6qD+Z1}op1%e7olZTc<m{N%&^GD1xMYi(-$
zBk^#x;C0|W)EAE!Yrnc&-skQhV~yqS?VI!^y6MM2!VHG~{8&#$wkowQX8r!>87<?n
z5jd-qeUDoH1yC#b*OwYzL1f4=yb4E_tyOu~(tM8&fJPH^|MAxwM}IE)VM>V#fao@Z
z0Czt9xON|$<)s85D7&fn8`N|sGFJM>d$Tio>?o*6kX05HG^U!MAb#r%M<zPO<e~zw
zr(H+kMe!O9Jw4{PxU=c<)S5>>8`K`I{Z0uf?Znh0Tv0HU+)~oHzoW<;G(soW4@Who
z>m1HlG5vYN^m#&#(3X(=naX1{qWrPnf()0k-^cmW)%E4&oSVPyBS)4d(BkD3YFlM4
z?h>cEn2s6@R@;C+s_<e`h3ot6FbfV#+bXEHdL{ZvJPsF}XE1IqV&@deszl`Y)~R13
z1nSQZfRVNSSf5IiH&HtjS<9QohYR(59$WMQ>9C;W$LHu9ou9?AQw0VklS+;Z@JNY~
z{u!P3nCGbZh^L+;h2D53xnEFShlok$fqln>Y>SXwWh|e*U&DQ197+@*55DaZk`jhm
zesz~i(3ytEL6-&BX>*3EJpNg0H3avwh{uYD`|j<R4y$|h>Q(VGG%EI?KmV=PtfhxE
zapaY1Ger<Fgvj>+{`VR)cXGDRJ%sQyMFd2$lOxj^LLxLHeMLy9PC@an7bxASlWV?+
z9kOu~KTGi4S-+q;*85?2q3o^4@LpYRB>8L6x>;3tR#wI7b|zVXU>?ciozk}Pct%>q
zGei_+=wnI@bmJ>ku>n?CO>blA<v91URe#|FWb8osBP{^hk9Z(=QfTpIVEwj6k}PGB
zR=*3%>&Q$MYI9)!w9b~>dwB8mrdcpVO_r*7Ju5DA?Nym+s-<J3ibv{)Fu6%^$Z_!F
zDKbMI3`3r1`3R#<r~?GA5N=A(+TxPs59mxUxCM^P1zzTM9+88l6jSnLx)7^s8RCj>
z#a~2&3Vb8nYXtF6Ir<Q$7^(0m=H8h1N{P2~<5?!%?r)mDChqT0T)j9l>n5O<Ky84~
z&7kplk4qCX3K?qw)^W)!E65rBVHuZ~{@<t(K^i42-9=5}HN3n}31r`F({SkD-I}vQ
z%Q>fVq-p9|Ca*(|yY-v?=T0Xra5OiiUJ)cQ$;hn(+JaxZ@DGhgT<t|>GP3pl-6A-`
zhd2B^{0P!)C8A@4C78sQ&NvfK!$3lBQ$7GeIVrFwD<(-{jF&-EqsSVlib-3YzCVV?
z>hY9tWvmvmj-#z$Gnbv+7p)*5PaYy5BXEP^KoT_SRuIjcX7*6Lzdg92%pO*$s<*BU
zCjBa<xwGc3Ty5iPY^C|<2R$dXzRiI-8WRV*=Mc-Xk>`b~Erkq-3Ap!<!30c|2fo*>
z`@nTza_Vs01ez&%-})MUMHpK~qCgN0wBG!G$r`v~>)`qnL6!y2Y3@83`zW4GFa<H4
zybZw9Epz`KU#T}b*u_tN;w|K-{_Cr8E|zMVEox-4JE_=OTZ(h>s&zfGydngz2RI=T
zr1t*$X_Qanlpy(2qKwb^OUn=G-`KOSU|Q8CZ5oAs150mxf(*Ee4O}>3Zc(j|tPJJQ
zc&oGY|HiH5J`&F&vht*@MC|t^AxJ3#JFHQ`F`cI2+2n+?Az^&eFJxm<@Mew;qW;<R
zacp_?Y&I<wI^O@)jtS$Q6Sh|GmH!3#e2>&Kk<7Y`tRP?vj4Fk(8sd-PXz`)8rlqa+
z18)wVt3&Rb3^#A;s9-rbI4+Yp384fHUk%Iy-zq5s!^?<COjD(4<|B|#9-?Q_M6!>m
z&=4SShHfYVLf8J|JQ}|TXud9a1|cgB{%{g(H4xoaenfRbiSv@<YkodOZovlaQw%{<
zv85Adi^_;6;|yAj&i9Cd%}g{A6D_jh)$I<A+F$`Z{K0~2RDyf~wADl8TfIovf=K0{
zl=vbu4n7yOfI}1SjLavz`yGGQgd&Q2gL<ZU9LR5}x#%OR4XZg)H?P!N_3KLFJch0a
zg0}0OQ0{qLw?pyNYYxwNrBfkG^lW7svW7PuC|!NN+;0{*KxZA;@ft;jYP7N|&9^&`
zCYd_+fE1qQlm!PU1+*c#iq^Ty)+C<tw(YD^1;>6P+V8hO(p1FOF!*!|&z@*L`QRRw
zWE5dKC&sjCQnFDYIFrFOt5RoDA^Oo*0g47RdzY7h!Jo|o7)bUcxR#>+v|MxoFTe`i
zJ;*_r+7+XqZ~v39XZzZPePzi`MiZDexQe_VfSMp9=m>oYP5XyMBgyC`QoayBGWRAg
zEzM*zUo!GpXW;HiPUO_^Tz^mii68WnMw@1vwA=+{@y)S?J72ImV>R*sK#vUB3#f>i
zcgC&^w=t$J;a8!1OOLA>42)uDq~hT*6@|iD6RJ(KEd%%Q5SfI&n3&obY@Pj)?1um)
zsg%2=@CTqO#{mWkHTb#(j@_B3PE+D=c3=Qazmf?s%TA@tTFZ<KvnVnI45~x=eSs5>
zV5lZnfP{w%F~kM*5~fQOC6{ynmHgX4S!6VUhoW*$P<20<N4}5K)mEZqn@$8j8@+J3
zD;qkK4y)iSQ@s=q?IgMSewx&BOFIpA3DMUAnoq_$L|rjk?J|7Nl-)R@;2V+wKe8u+
zLW&O}&8?Ur7By8*LT0j+LTABZkq_is8<DQ|O|wdI_mg~ozcyezQAVa98R(2E#O7Rb
z=rEUvvC8e7i^z@akqPDHMd?MNlq@(JT&5(f<=lF*e*oiQj)F*JeCsUv+X2Vy&$nBc
z`Je2wzrGzwT9RwR=tFEe^Q@Q|jI`?ibci+-jw190TZ(S{3o4AmAW<DjXhChWzt;3W
z1Q*K@9MAe+d>PjD$hK934_Qh^UdchdA$%n#Wxa^@;pgh+@0V#!O_`ky<W1XNK2Q^M
zbgDkjy_tKWIHK}#(&H02R-p@Uv98(cb1_LiGB;RD^<ZtX*`=5HqPreqazW%;U*3NC
zIJ;?_(v45Seiow)_VmYYb7b7q^jq9C3P3q1SSaZkDWesOsl-rhE?ZCY5(Ad}9%M43
z`yKyaXJvF-lFAFtgA}V%)cmeb2Aj?Lo8qUC8EwVrrde*o#@KSx4KVp=OZn5<H188b
z6M$Us?xKm3MDC*TF_L>RP}+O2YZZqcCkN*$qGwXflr0|y%dGiqy86iPIQT#Zyvk=Z
z??=f$MV?o5`Id}a_(T2urd?UDD*EzPq2g&h8Ypkz5c_tUL%)ennhP{*fx-rt$(@il
zQa$K>T&(iI)brdAN*qSu&~g**BJ9WeXr!sW>Cjhe6`wZQ(XZ=l{wP-x58}Mf_EF17
z$@G>dZ|qm`APaOgx(OvNNqB1vypK773Nb}Bd6%j~8S9GALSU;Lce=z_AYmF42u8To
zd`ei|mJVBnd%6gB*@aJFiMD2eK{06LAoeKqD9eIW>C@4{a8rGy^S5clm}%vL%no0<
zrQKyh^4OPMNt;1c7(6#WLT@iPvB7!d008xWZu!0$+>_+JVY)c#N^H=E#{viS&DKTb
zHPg@w)CfYQ(tX#+_ybNy9e+m5^w7Oo>uLJ*D(^z`S64wb2{GN+aqN*izqg4PkL4a?
zW!tie#<{BF*5l7jYt>>q!Y#Ee3wCLJ!OH1CkV~N%-iq^T&~}@!8iYO~pmbSHm6|V@
zXGg=|-(TZQ01Liy`s9|zetm-IzoBTAf4exN@j&!SRl_oMi83{YwaVE9xb%4xhsnyS
z=XriehK7cyXpgvIpT0W4^;B%nOokoEOm~F!{xL5<iS(9EeD93-lqoyBJ5}F*5Qu9z
zbd%2AEdc<aGUlD%9}tHYQSZJN=06#yO9Y{~mrfWCx2-bmRco91-8242|M->I=+B6g
z=C`)?50F0Ys8E^TUN6eF7fG#sVXV!=8ymW8=_FTNnuBi8hbUKm-6%yzy!-;^ltD|3
zPoeHru%XO^Mfl>`=mO|J-X|p!mhw*!nt697YG=4f94eve&f~@S;35IbOW_)Rxwbav
zpa03os_4kAs>xN04xZY5V6S=YEIV&?tFptxUWC%?4Q+9lbrxweu|--V)pWmq?kh=I
z$Y>D4!D*P4vjaHaj*~4f3ZWEAuNJy$iLn_kHfuy3c)ma5i9ogbK1S##I$Fe_yniOA
zty;R|{0=3t%;B9r7Xk2}oVs&2OjcAf-><oGczMp?$R3XG-7qltVRMytf$3R29b!<^
z)SHo&rpc<;U+OwnJ;s47`Q3aLr|M|g(Bfb!Y^ar3v&U3^i)Huy*lr6pZ|jAwq}&*O
ziV*iH#~%rnaKRKdWJ-KR={{gR!eQ4%=T$0Y)pST@d6#J9&B~eM68x2gd(xp?T|%6M
zZN%CF$+vw_xUmc`v@|LAjNur7?eVGhbP#Ne_xFTuKmRt?fYohSE?R<)2eQ#YmuqV!
zTYpj7RN-J~%<AS<A8S^l=-@Au33`|YrmfA{o%O33(#vD*pupAZGkO+!aL+fMIUm1A
zjNQ>!Zua75QlmbCzF!ua{dFIQNYd3C>TN;b6qwfc!<{>Lusmpiq2uazDetK{I|KyJ
z2em_BSktD-)41WD7QZ;)bWCM5`4rmxZA#su@yDVvm7YF`h=#W$Q9NxX$0@~rk9dQ=
zO6wWDmnai<<GZJ!1IVJzu%g4?zK3ha&1gMdk^>NV+pi>Kd-YKkk2rQU70YW$57fZ<
z{j@cODukVC@fpR?!9aEdeU$L`K4cvQB%aItf&XTX*2<pCnB)d)0h?3^3}K19HWa%%
z)D`Vw;}Az>gYrh#)ZcW`jOuFbKNfGfle693#d7Kpaxb56EDgP@WL-XuyUv?CSA?%p
z|8e9g<s7@)W)9Y?3U+z#H89jxe*W&=yA7RKU1oJhV8J)Xu}IUhz8@Z7!E#ELYoZId
zYFyq9%0#HCh`wxk;D7wq0htjwnwNgXeE2yM<!lZ1<y&*sALz_1S9-DHd`IbusE)S#
z=tI<`RxeW%+6E~`%*5KihsDM9RxMqi2RZo84D)jl8rmKH7Fv6q(3D6J-!C0RvIszf
zDvIBco(2yt8|~hDreSAP7iw_B`ODOh-4v&wy(l3eP`yJx=ePE<2zMYVGQDX(>mmtD
z@qSMYcIkn10L5HQE-UimFjmA#m<H_f!Q;a2sahUbpPQjI5El3XSao$%?@@0bhX*65
z8zYYXLrt@hr^kF)lQ&(9Aopd1Xm$09`ja-3<MuY2HG+=)*3fHe5z`yza&r>d$u>2k
zax+DuwxGn``{?12UUd5#u>-d_4WD~|x49a9b<5=DT^9ll@R<%Qbe^BU^ORqE7KiHP
zqzTovd`HaIx|d6?SlWAjrdyhVfxwP=<~+*RGy6rZNBdoJP<wHl^)B0l!{2_P)mP((
zgJ)zZOwI3@b;m*GQyF-1C*FQE-<o3Z>hkqTJ+H21?=|vTqnlV7IgowjM5{|U?ACj6
zrech0po0ew#&|8Bk6xt%u_1QMFolqTEC>nDyDfA=Y)x(?+99nM6I}8ug^bZlJvFL5
zZ>4y#K+`BH!V>@8K(K{hwv%l%>1j~k=B9<Y2#53JA!a!GYnZaQ#g}(zrEJ>lFp$PO
z4C?~%!Y-7i#w#rsN2$g27xoekzBSgN<to>h=*dGbJSrXwr0|zpf}2O0ht?vQ9hW<^
zNFUh!#o@wTs1jN`Y#H8pOS(H0B~&-qjK9)pSKRj57`%i*BdyH+O*D^0(P`j54y`K(
zITCf9_ZOhwc-!ElPE^aYfo<`=))Z4){bf)rX6)Gb+83Zwz>5jj*l)`;dd|;eOod+=
z8(pp#EpKk|fNkZd=2vLzub%Z%j8>8`d6%sd^FV<AliKwU^*s_ZoqW`*D|0&XmrAz}
z@r_Duc$V|W^*wzs(G>dmz_pgn@X&}oopkLJP)FmM!ms{zJ?xme<^$yfPp+kf#+Dir
zA&1O2em`@@rv3;2xGWq4dK6HlQC5=duKR$Ek)^~j&(eZTD2`^!X1I5#Z6v#n_U%rn
zj{E8!YXr2RRJfD&p2HU@q4fx7jnA>#rKV@YzsK`2m<QXbenVcjyeLI8DiZ-U1ag?C
z_?SC9jRpF83s|bp!Eu;N<Rf)fiHXqLVp1OH5_meo@^F7-W$=4sqpDjycrV-rB-dzm
z_J(@$)s2$-y!GO4UF=tCqMEXlC#5MMH-6M;zmp1gA@cb2tB179oMF^C7@)_$T8ej}
zB)K_0YIrDo9+fPQOk?+K#-zM<iK()r<;hsl&~hbThlT#JSCb|ot+P79exy{nCa1b%
z{dftZ{{B)PQ{O@?tpHY$l@pq#i~cestcCQ%<5SnYr(-J{Sb^hDD@)L9Hq-iS!XHQ#
z==|Ld=hD_?hW`L{Lqy_%UL*~Q`BA2@I?$(o^i7Z|B;`9Mr5bAcm9=-g{I;)F_Yr#d
z*2(MLwkdEN>mPiGY+?;+4%ct>8uxb3(gc6UpnHCHG8E~7o9sxQpcTg^SQDgR+8F0z
ze^*gB=v(;W_O)Rq6^DCKfMiXa(w?iR+DMA*9G>q=^Bf3!IecyKWOefrOZ!K@k3~m#
zvPf+^k`cN1S&~smN^*td{n&f`R*-k=M|Fv9WR3-9ldp-F$@=-k-kNHwE7Y8Qo3J)P
z{r4)vH~GGvP5hI_Zru*B-Y%Jyi!@)P%_2!Zomc1iv$Q@?N@)%ijr=<`==t*;n&lrd
z(?cTmbpQPq<(s%y*lnwG%eQqgtz}mTx@W09Cua^h5dgmn<gZOua(6l7xNKr~H;tVH
zvJg1m7MrC%|JV%1l!A|De^Gb71Q<o-a_j<AaT)=-;J)h|T9SS~jW;XZAvDded6A@K
zey_-dl$!}<&D^o0;flgFk7H3x@-EN6nezPoiwEj&%H{mYOB5kNwKHPa7$i2{jeDlJ
z5Pn27wwcLuW`4+4tK6bGue@2oGIeoS^sVVV%9g!C!DN=i^+!pK!J$#m5hOYX<D~?v
zy9XVNw$w|0bIGLu15J)!@uujgtZhsrgx1}^#i~=iPjc^)XQ*vIrp}!|KQ;B!`y9~&
zN4E`CCX95XxeZ^KQe=!jtGqtA>;0`SIO;v0UJvy+pRv^$|6A}tmBQ&OGZ_mi9`BA<
zs^*XFSC*R4KM-xwUfE7|PcPEXet}N)Ch|l_iwp*%K1$Cp>GbEC{&m&SwgdO?u2an|
zYq@E4Gg{U3(%c<^%Q!hLsycmNX5HYtf83#+=g7nX*(j41#n{nBdeQ6P<Nu+ZH7+Hw
zqUt;<B<q?%jK|%|#<jxWwxF(7qX_bm20aq2`uq{yJvI7K(>u>W{)J1KDfI>dKJ3&k
zzYZ=LXqqP){{g}foN}d?-Bl#}e0v-J#MB_feMOjsr1C&Hwlx?=7!|M7+uPP#Zj5Z3
z0&!XY*7nA}4^HQFb~-WH7=k7Pe&Ab62~_xLq@3%K&C&{Kw$6RfUz7?!Ibi-#hgsd|
z=-hdHY{w&@sO3)f4>gv5UEG1dmqHj3Ap%V<4zn)ua+^KcUpohm1P~7gs~BBHrWdqm
zpsY;%0jV$RlP-C#%Y3F$?>}JQ5KJ;193;;lJvFsK@rK5Bxalk-GTX0Mq@?{t43o_p
zw=<stsfz@ED;vDz@OMb=22zQdTAM_KRU|L|OcVj?NsMsDSE}@Xh`W-=d<sMD_Ir0M
zeLS@kIMOB*D#`H`o{N*jqSaTDu*0CQ*LsGv?piBqK<nM-X$6G#HK}+o(eJ<|S9Lxx
zGp;?_A0ErvpL5lvV9AlvQ`+YiS?Zku%PMTSzu)s1&?M7YPM|f@I`>9uor5xRl=bLe
z+7^B2m-7i#Dd+!SNuwa+GNc^(ACls}#pQM#tJ{aA;*(2z)jXfchdG6-(S+L5TzR+u
z7(rV^84)W&H=fOR)Fs05w#7v0>d2AC*2ZX;heH>KS6)BKMB+PrD_8J!7HF$xS4PJs
zv)^`+e4t_8X)y8BjBtFZE4*(W)3|oPF2<9wFf*~Zb=LwaYfG)FT(R-bkOZ|?M*B<h
z);=yZbzHS0va@Xjz6U`<G6VV>Gd+k>HaO9r7N_?Y7lg}=D=GHC93@P}Xwi<L*dZXo
zVwECd!m6e`yJD02G0-W<Pv6Vh1aoX5mD^BvommAeB|=8SZgM^}x{g#eSZSrwf!&?%
z9bdB=+`G@l><_=PQtO_avZC3!TLFud`sZE(w<9>ui|<&*jyM3ourx&yEXL>f9yLSB
z(luK4Jg7ZRZw%2xHXCJxhTN7Rt=$1rb08Bh)GfHNUd<tlccwW@%yr(n4%KKclWY3Q
zjg{g@fQ?EdD59gF`bWfrj7lIJDl0cwDn={5@mi}lYdIwYZfWwe66X5h5hS}P)N#<M
zzR#}Oa6RsvgVQxr3M~9!<hDAcr4)l~nJy{xcrmMG<+kLtKCvuOb)4-Z#UEn6eT$wx
zq-GsLA}naz@xI{piuchfqTH*%o>jTCO;{=UkJ!8S_`)sw3sqD-%7Tw4K>VRNR@xK#
z^|22@<&jc~w)$hNg-u?{Llr_hEEEM(Ci<1VasAJYEP}TA5Rud<B}Es`H*O!oc{&FE
zIZ2A!J1rk_XJzf;aI@6gDOuM)chkz)gW<7JNvpo1O{VhbbZn4G1l#hs&^=bxVwx9U
ztYqY5`q^N?{iPM@tK}Qpa>u1r!{Of55+GEnuM_~it<U;mHG4P?tj|J(jp9pT4#ypl
zqLGKrm_zKt<+_|JYS~t1N&TC|GZ;&gnum}hkgEgli4tO-E*Ifd@@1cBl;_YV3PQK7
zZ)8oHbwv94b3DIGzt)KMk^Y`$`-0>@0!8pE+Iaram>TBJEKy)bGyL6<u%*@gt`Si-
z3^i<tEDYp5<^q$3Ixe6NZazRm3NgHJ9r=)qaK?pIl64O7lyJ>RqP+Q}mEGGjhkQQM
z3n3M)mrz_)^H`AX3DWXQL`Vv!d2mM-N%P+H(GcYb{%1*jQ*@;w*Lj_|!6VO#b>kKC
z?rALA{tT_U3J7h_@Cm4OAA76$V*H&<>*%aJOcLp83ByZv+66MY3eN{hwLByG*FFLg
z6CkIn09^GJ?WTX~@RSP?qOEGmP493}CJCd$X}~!A-J%g1K7p1p6~f0?EM{<LQBRj9
z%aI7JB4vIkhqz4ZKUP*+?_<M<AGdl2dkT%-tD9fP#lpyutTF3F!n!pz0KLb<S(BsY
zHlE#Bsi933y-p`wd*w?K4HxOjOV5|{&3*$mt=qOY)6ZO|>r`#EZhREl2_zV=FsL#H
zE#;Pk)$#ab2mE3^j5?uDV17;OFu33LRd%fR-Y%#yhWb(G)$7-v2OX%pNZkhfo&xlj
zjlk5Q0o)`{toREYU#ynPA6&CAE>qE?tQPvKW>9|y@z{pr$)Qf^{ZdGyYxm$W;>*qZ
z?m5^Xd-Nqq6%f90?iQf)QT&m&%Kv+Hmb0TI2Jz4+_pC6#!E+kg?w}JF{akNkBU>S%
zJ$5P;W8zGo1IG1PU_g}`b)YK5Ay5z<@-s>|vVbc3KHClC#;JUJ&B`OQTz_^kTd+p_
z@z=^|?i4>otYI1oqf`{_wiX}d9MwS|CyDPhQJV?=1>d!&rW0>+vLv<E$)hyf5>9G8
zvr%&~cHW7qRP6WM8oQsmapZUPXg^wXw>MNO!oYQhO`<bfRF~szmwS<Ht5OO{lGIz1
zW;;gBLSiJL8+8_kUth}!ScXs|t5I;ehPW~!r`O!<3o^+fEyR|t`WN*Zm!G9GCla$a
z1687L!QuEY=r@M9cB0)NKz-Nln=}*N@Ib(!lHjR&e|~ZaLFjYnSv>v7v!}UM)}it0
zeD<HLXU&>bfLwxn18x!lAo^3iL#F_AU{f64YzQ~toBA%Rm(@e+V&fQq?oYbCA@kM2
zlMQh`dtLY+d=2$Z$x;PP*OXf@2^h8563=ybOh12W2lF)8<0N)Z=|A04hSjvP4_0A$
zIc+(7Mg`4X3$u%m#MzJ$91Xvrksai$02WATOfB%p{;paLB4h!D^#Ltk31pX&r%X=%
zbYn^G7B{+9%rEXZkP0tTONi{inXV|vN=ej4q*hH=jPKnDlXJz(M4hCT5Orm!Ntx<C
zkNFF9?*8IqHO62;69b?)6T{{&f5ST%&%g#EvTpiEu(9Q-DXHf?;7bOJo<FsZanp`>
z_+8fMXQws;D>|!Wc!=63<b8pyr28G>6)j>wy6>Ha<tM2p%KTcu_ZjRk`0C;AqFTs6
z^Cn5$293}sCt?8-1y2l*J`UPN<E4enXYJ<x@AM+;!_Zk^AMFJ+_$BGnU?1Eqz7+vg
zCk3Yu_*Keyr(_!0Gi=9P6WOnSjjeIp*7^S-hAV!?$~Jl43})H(zy)69Q<H<BtNzA^
z%-^xoc9Hz^pURaU8^W$B4Iu_aDXP|+Xj>HldJ{r-?(E~Q;h6o$O$1YPxfC%IY&`&(
z<14o_@7?3-w4*tqLLx>xksZ>HpNVWUo&il!Du7QW)HKgNk>f3-rC>IFYHFG$-3Ukg
z`{FXF#s422-O8>MGXESZ<9Rjxn7jYykyWAdYWO(4xiqZ)llQ9a>JZNeVQNyGX8i-@
zr4_FpV)cOCu!#BKmkI9%cWPJdTIO$YTJTG<=8;H-4lwb%L55T0gS>e&IsFQf%C-~z
z+Koh1BJl@VRN##EV=Cj9F@H@1Q6w54J?VYnAw+RM)qVPD?1AHk`ROv#`mD_K=?y$}
zBfIwB?Zx~du35h>f%z>2UrB<~8^LWVVEE2(%w{MPr~jf+dYb5uAIvrwMFK~9f?G&1
z*dSBHp`4FLZKd}D9xfC`;S8ZlG#&CTM<jPR$5a<LloFeR`PDGQ#?t`?29ci=Wyr3O
z{A(dcjPdHkLL=TA^<xxIkV|I<W*L$QI?<&Z6in!A@R&q9(Ud)vq6eZwj2H3hdU*bS
zIdzMz2z~i6>(@;(8u~2Qcqn2bb_U2TQr%FN_e>g4DUET(*H$<cNS^DsoiR|Q&2*aF
zcIHIP^=ME=_RDHStE(cHT1V3&mRCa#um;OAIo_29o+2#XCWhkuJ0C>h%<jVt9jjnE
z4mM)L%8d8yAuW%lD_FwqHObN6>N2$nc)E4bwwMHRAb8|<fU?F|@WP@dNfFH%GyO84
z=ecQJ4-ZACH12g;9USjfwDe!badz8|&G+Pdq>{pE?gP2y4>kv2g%kjLvs|Pv4e13s
zN~c^oHEH%K)SL-27%NhMj)4=1IFXj+<WCS@f(WTvUIgTQJqmpq*X7fE7FryiKkvIL
zXv?p_1!b>7hQ|vCMZ!Dz$39z-{S0o2%b*cv-*jD~aezv~EH|V}J7d^ZPI(T8%YUBi
zE)=8p?dEEuvS9=nt7<JbZ~^ilBv~?9q&)&E7vn|k=}0p&947<C$j2(SfK~Jhz4KBa
z_>knOF**AV#)1Zm^l0{)&zU|nEo-Xb;w4Wz2OyBB;+7yzTHI-SF0it3nLbAzssz&Z
zeT+|7R6qUN|D}8PtSsZX4Z`&?rP~|6Bw6A<P=w?k-E^fy&Y!F;j>;Vh+VF#<)qweR
zPd^7O_9HS;9Ce~qxdt5RLDxbz2*IQP{p`)T&YO##@-3ic9r_d)rcX?4!UW`PIsU^P
zA5uoXrs=Q59&;+fS#^qeR?*`CVe-xGgW;A}Y55zi){X4cKZ1~KNY1pFp2R#`x@s!d
zUlTq3>4WKWn9(bN%s?F0GTv7?k;qs?-l9;G5^zQTS<#~GpS$yAhIbP47n$YtygX2L
z-G-HYVv|+9)eXrU_yCV3E@$)VRsMYcvuuQ<&30djg6qOQRBuLHsEqqa$JbsRA6Ahj
z`Y{r!Tc$S#n*AENk|$rW(&$4d+TWPkhe(}M>Eu(3*vn2M95r&8A83wQ;b&>GOlNFr
zPBlKyc=&6Y^p~<Ash^wP&Hv*fCDFiUbREQf4~gEBGo5t{z`@>+ZOF{H;`fu3<w)k6
zR;*T{g4n#kp0C(nu#%?)ch65p117!Zntn#yfJ=e^@5>g_QzM7Ab0V8Rj~7YL?&c1x
zh_8eDOHL1Iu{uQybhZ7ricc-`kNVGzOY+{Pp)e3Gd`+6fZ-XzhAjlg-U(>(?*bKX<
z!LZt7b3Sr~2H`d5=!0I-iS0BV5yukAEDlw*l>}=P!k;)-(!6T3&$Wnny2YM<a7@5U
z^^{7>F4e=;!MSmd3DVkcWHBi$c;Fr-tjw<$%>f6A_D!*Q<L3~FPZKRDrQT|!gmC8+
zbA4BIk%{M8OU3&dhtZ%oNTLtQ6EvARBPg(&$#hXe6ECPTE1uUsM|>irW~<`Vewv`g
z%E~G&YQN8v<&eeXXZpBcq|p=@Lj1ZuCgvqImkmlo@^s3=Wvk$Uf6p<uQpaPv6;X#6
zLVOx2|Bi+qA}lcV=|6MJ1o1d3cB^DZ$7p6RHWtl}Ap;oA7a(ujSeYj@=R@$Vn&PLZ
zmEwdd9s_vF-M<?|H#Z);NhiGBVe-2~$0Rs!MVOh`UR9OqWdML{NSfq7wgXd=h@oUB
zi89e&=wGh&^reAsPm^ULZO>Cnjb~|QPy#xl2~u$sXtiy@rRJ*(cb&UKSO$s>nuVMG
zaZ=skQWP&sJDW}HW*^L&syJ?nDWSwIdIaa~>Rfj0lC)C*{QkFaJwQG9T8V3J%Un9F
za%4HeIKq5+d{PyduTG}@BpVNnQ+f)2ZSU&^)uv*BWasL)-wVz#$*N^wda16xre09C
zNf4qkKj_qClitva@6j_ExH)yWtmnn))l2`6fV7jd|4FnoDhexVBQhEej7ycZARZGa
zU4VmC2#@79<Rrw#ZhsRDJ9Ml0gg)&Q^=O&FaQl5a+WwtT`~B;cjI6rabqtR-EXW2m
zv{l0&h{6hc6BHD_l-BUi@BjT0=sYxEv*ZWt3hk$@_tr8kXc*&5d*MXT({lfu-T@t}
zP#&M*@YNj?+><$09J<Kzjagd3^&~@e@`p1XL9$G&-|{%!?V2DAq`Ff=%DqV69*;J!
z+R56cS8ejIvz*@UcGUf^YxT#BC<p=|@D9i$G0%=0>PQ7|TV;*x1xO`C06r!>mwT>5
zPS&&I&N6q2g+&zACq0?JAS+vlLl;fj_4rI*@WhmXA4SAi!Sx$5Tnz*Qxh((#INK^(
z7Cu+&A6&o)+q0RT)38t@u81+r0-^Z`@wc5(Z|cOQ3RJt{T+24+mEn^qP;hix>%vV&
zJU^cT%5|3BJw*K&LdW!6dR@vm2((<Q$YjJV;QzcZ{$~*5F^#>7TSiI6=!*8Ry9`<c
zFrg#w$@K`dzyG;`JJj}j&8l9tSuAlLLeFlT2^)UQlDT8MYvU`OzDoPnBAe^>gZ09t
zjaC2itt@p4k<oikz8!uWl8~`Bbf~-OW@Esg=UW4XO2t|~y5>oHYTJ}(v@yR8>@F44
zx9|2S>dlDf^8PdL{*>2H)|8k1lGN6q__rc@q2|Sj)8A^%klilPjh7M%UCW8dCuDr{
zwcB}9$&~Yg9@X#5Yr#}5&K$HpHz!CaCpo<}xKBm6dh&UiOzEF_qTPL;?OUJciMD>6
zGRZi#eW7RCB|Dj|bz_Z->O)Rl9m-0(U_WRVU~X+1*IU=#>Cw_8Zk5xQ<tTkPW9SV}
z*7j<<Zck;W^PwZ(g{SYBYraj%j@}F??SC1E6}5~apazXW$RypL4wLcj*0L{$68lGL
z*NF?4Hf$^wvt#M|!}`j01N%2qb4!~7SPz^CeaR7Us^`zv6^)A;?Wb~ke+zx3bCGXL
zX#-oaNWJgQ@q<X(N+wXT>EiX5V#J?99_9bs#yLOewN9<20TOOPJw<Z<6z#^)f=Jh~
z(moFHsW&sv+*wR}4$uIg68xdpfX4^x#v4e714EA?b^4ENXKn;7-UX{@KQOXg7nb7N
z?4`p-;iR2}HnLLM1)0+~XW2?@Btw|q|M+B6s)%AMbDI+W1>@%bUS!-ihaZu18ycgA
zu-PC8hRD;T4@IHQi<|NX`ux*fLFa!h<qU!Br<;|>-=h=Kg2Uq$4yi&!f%OpMkob=b
zPf-~=INH(2hVT0CuCepc;{z`HKVRIFzs%wP{X6ez6TE-FAD;EABAx!LhNb^z{>;B{
z)B88PPyYZ@O7rhO$5#D+`vnb4Hy8aFT(BTdI1fLnKgW8B{z{ua@bU&1n6F8}UrNuz
z#}3B;P0xpf#)xYUD{H_Q!n2+IQIBW~8_1(x)$Z9Po$W3Gn<9nH^AD``bC068(kRtv
zZ?~vdTKc-3%xPTOfz3Zw&Yv?!dSl2QywRJ8cjQt@PLEG9)*(@P7t1{DGx76f#}5*R
z7I`M+F-lCq_WGP%RINEtPZ5Q{HfOt;485Jw^Uve6_!btuK7!CZyh-0aZ6!YLiXB(z
zZt2w$y>b8W89O%70JikD1~<M3HV;vuk|X9wv(Eu~**{Qn5i%%*+qunTbuYBep=2E@
zVP?_=wkLD88ia33U?3RQU*=%7J1iAOag`eI@LM5rJm%j887yan?V7%#s0BZ-XzR}_
zx-@-7=Vu+`<Y|}<T<8WF%tC7a06pP4u6g5kxKK9V2I`|obPsAj(BOFExMY*ESFF3-
zo_}>uq2q;oG^zT76H+0{{%>6;*UT$B8}G0=7zraeDbk#J4juQ)mmM5U7<fLZYy8|L
za5Wsio)1T_bjIJfnw`?ChX9J4zGw7JbQpp7`bgmT#&HcVo4swfy4uLY7pR4OBKoj_
zq|%3e)lw!KNmZ`ry34W^BSygnpmm810j6WNxcN^c)mtEYq>17C#~4$-vF8)~7QF?1
zm0%*`mmV2ai$D0T{0@j^1A|*;xY=<X_~#f`s2r`A&^ZnBJz9G2d$fH~%<1b{-#C(X
z9i~Xym*Zz|uTii<y+A25DEBUM^(T^wTag2(Tuz(3gVc_u<rH;c03$aUXrtaC_kSKh
zdR(hT#w8wJiSv(fIYTN7`wZ9)k%I=#YXwqYwyx+&)5zK;n7FF@_S*zHJnbKKhoLYU
zDEF9=b3UifZc)yUo<H^N?S9AU?YeujHy?u2fi<D-Q431*R!^OO&)~Y*6s+2OQ63`Q
z;+3VSuvNEo**#%|M_6%79l+b=i_iFRb>pf?Z!o$|IYc`JV4-e0>5T4i<oP-}<q_WC
zsxh(b;`*H*Tk}!i7y{5CkIW;tzLN+Un#f@L$mPu-q>8sJ#3Hq5t<C;>CJ&T5#)2%~
zQl(z2Wtm>~v{AC0M(%^(Xq?H_je(}-t-;4<_yE%)Z-aEDlc-QBv{}7iWmt3eN`Jb7
zhrb&Se+?dfkw?py(|GWIV!!_0>omSweyQ}5k~8Mur~w^)pV9jPX3GVb5xNGKAZoQc
z?rE!AK5#aRIz!PTIy0N@-sL{>yEVGC<ay65kh_J<=RUN8)D!%7ALu`d(4#-yy0(wK
zETQB&ntzITr>Z^SMg14G;Tu83UaH^~Z?3(x<F5LO-|(-LCnv|O$U#sV8El=)Moj!l
z!MK$pKYEbDks+>)yb93T`ydFkE{n2wnY2RIC4*4=){CE!E=FYP&t`l=B>0XO_hIkP
z8x_Kh?$7D-uw>rsh#f}exw(@i{6sI28D_Dv9z&g?j@&#3j;^)Uv6_jwzt5YO0t47D
z4{p8+BX`A5@WiTCN5?h>@axBF+7qM5p<@B@X@Rhu-~!R!hB0y?`Bn`=oX|C{$yV%T
zb-)BM2p65mJX0ZpJsBcxU+&QRW@#)^&}ig;Rn%TfK_ZvjJp>bTO&mH&aH06TA#V@&
zQ+On3Q=g?0refxJI#sCVVrg&_`9SzWA8C$G{-EXS*RQ+0f!J8U73@_F6blvB^U!R;
zQ=lh6ad|=M%pUoiA0F(?efINphtCZ^2ZI)KWJH4!OT|FqHisyt3eA%kq<_b7tfgRv
zmCC_PSX?ElLJbpx<Bg_yh|Ah+$$sqw?uj}CfT|}rK0-NJGDkGzNXq=vDU#>#nmT<o
zjwhgP)zp8PHI1y#IYeFYg!UI%eST&Hu81S=yNwtEU*z@-l?QLWwV1*T1+q%(vjAkV
zzX%_4nrawz7#_p|p|A1Z&h<RhzIAyt2$Ec@gkY>k(F}LT{qyb?)2_urX2D5-+{xvh
zDOdOdqn8vJY5TXQAA?r1B3@<8AL{g@#FEE1%GH=HsYV*CLJu_nAZTw3%w4j1OX;3;
zDQOklTMKF-yrjjBY;r3F77rrbEhL5Kw+{(}k`J7XeR!0O9mFs*skB(0n^)?Ttrx1L
z3L`D8MBEi|tjV4O1iakai4}{kq@)8nRUmRd`j{W<+7_N^K`9y8Yz_t0Hyf2U&q2RR
zu3RD#ZxohBHz)CU(Yg-tj*#<pH_`Jg07s~#)YhN1hXN)WZkP3EkkUhnK>><yK`EVx
zO)#8UAh6@NjGk9>BPEU_XI617rH*c%c+GQbl%ynI?c3Xr#!C_C>ZVogGnx=_jyuij
zk-s@}c_r|9`;JFZ&EVFF?pT&w8f6($9!e8#Lj#Wx53Q(wPe_)esawSAei+<!CCy)8
zU)S!QLM}2WBU-4@WPiVJ@5Mms!tK-=E8P!u!?y^VLq?^cx<E&G&=41u<=dBC%coNW
zdzU~^<rK%9Iyfsv!uu54VCmaL&6yt`PlW|G`ITGV4!u_11qGhDORM3ZZWN8rubV#J
zeCT-lUEe-uHeUQpW(pwV^2Nl>1YI9Rrs4^r9|C-c^NaF~*Jtb5gJ7fz`|NN5t&8Jm
zb&O_(VaBR$XR>4XUN1_KY#7cx;n?>Z%s%kmgZUTt7qXVTPo5>2(j|I#9*FQbglpPD
z1@4xOL|W}kY1=by94rx(Z0;D-CkQGo@0cSBb>6#G+<a$u?!dfAo3*<R{2>?moQ&Dg
z3CjmmP|z%&1j_#gWHT8~7@gCad8FN`O!DCn^oPQHA^m1ccZ7cYD#iXvJK4-g=3RTG
zR<Q`<z*S~I!%OyaPeqE=gT;P^5BH2CDg#+oXzyR$>xX%@!`>jqYQkk)I2HO!bGYQ~
zciy$?^9$Gd$zfDm>geXiwuL&r?dOmmU$SuF$?rnPGfZF>ly8P)W&qkJO>}b-aaF4m
zzr*}U{n)X9_7GSi$abRiJ~Y}?36qyim{yQvb2T*aNr_m9Ho|5Vx+*J-P80h^2~x`e
zxD0<x)kv{_Pz3K53roN%?dfO)>vdv{aXIkx7<u*OR*u~rd<P-Z^Y)SU;m}8Y@BXqd
zhl{Nm22F~@bK+4JNFf@<c&*+!PT3xA``_G33b_@s8SHV&_U5nL^o%>V_;|@|1n+0<
z8j%lP%M3Tnr1mo=0alvImYCTTf2cgHPfRDC#g<0-3uN0rz58}rz*iHBX@bQqaD}%6
zqtQspm>lhViuor;HmMY?HWPm^nA-_C{zl)2ff*g34&J0LB~IJ$l6g_rj*Um=35A%~
zh@^lnOKFNo{Myp%G?YTe=&rL@a$d}!#ZmN(T93B{%A|CeM`%dE^SCY|o-J#8Y5#=k
zSgzF5Rl!N6QG**~P|s3(?f9l+ZTDiEjp0kEqHc%tvBHL|X6t1CWN^*-zaHJvoM;_w
z7f?LKFL55B)`pRW=DGdM0(ADF|9jnU`u@ks)pb`|A>Z7!SW#}*QP=T=3HE(6JArQp
zICHlDEvI}XM8>&>KYmWuuKI1Zr*XuoLdwLPZ;Y%f=x`7mc5a~zP$M>tQWfUgzU&XG
zoUc!k9|9R}CsY{Wu#(tiht&R?m7LpkKZ*BE)!@ac>K$W`l*P~*n{QV)qu1V=<K`03
z`TmiQeFlL1#P3ja8;2T|1gW93(|AdP#dVwH-OTODd?{SfcpdQ@YTMm~cf_@SDjzy5
z@Z}k%f02Yi(-i|<Z7y&_{c(FIYlC`D-x&!6LzV>Qx^NR(=ci!7{ck{AcqubwZlhRU
z`AOm@4bYU(vmPJ?CXu2}=n!T(_n*>@;`v78CL&a}wxP{Z6GlU-BiA1Vb{+%26uTC&
zm*+|8xC!dtN*qZWI<qDQwL8JfNkJ#YfO3Y-&+**F0PaSE^rnuoG`$5D#4E5Em+qbK
znt(h;L}P`xg$XhVy}=e@Ty6A!*g1c-jD?;HvOhq*bzAe|ab5&TYGFx{$9ok}*{=^Y
zX6T*AERSe_d(0D8vKn3(B>X!&66%1{)*OhZIs$zRg0D8F2PToY4&x2YjN{M^c@Iy>
zojP*T-XAFQ`*mPaI-rVlfOR^K&=QI|ZcM4GFL=t)=vY@_u1SgOAO?B`IMxRHaLK_T
z-k{D6fMqOFKXXu>4uz%yN3TL^wqsNavhCLavx^Y|6NM57UeZ~SfcCK!3lT+Y+a3&7
zR4}yL%Fs;Us&Sp)>p$3I0ok#nAUj4ty0A2mJNfGOw&`^sMw>Vz2<;!ksG6J=pft3L
z)Pk~Vj^xo;(%EQXAeWEr<X4??NfGpv`gX}ip3v$>3*iJ-ZOJC>l$iDd+Hl}>Tu>rC
zvtb_6K2_YQ<#c+$$nrSGm4MuV{)7184Qr|^ZJZYumE48NRf6O`6Te`Au`y4ftSwf1
zgW6k%bCZEh`Uq#CQjKa`_wMg#iPh}3WLCBH{3`!iro?IN2Z)=AsLhsi1<$pT@^}lG
zV=PiWex!x1o0hQa^c!YFe_>h@CR-l_{2wmlk{qn<1sC!;y>+EZ1I#^Cyfv}HlC)AR
zO!dTpf%BtI7QEP=-=8^v>Y@sjX>lozf$ux<3Mr$*E5unpvqy}Q0K7iRc~ITm#4C(I
zCDW=(UVl}981K{_6MeEA8M6J%6|k<WaPgYMxL}gg46dHogKW`<xUKLaH?1N*vvfee
zUiPN9dx!y<fS%n+FAax9Cy;&(-j#1xV_R{ia}+tZ{kfQ)12_>RB!a=N(ZcrMbNhtU
z5687LMBF~?#pO|9_v`X#g;C1=^Ab6E7VMP6LR|;Hfp<B4klt=7>Q7KY@-J%gj^=Z$
zMLFXKkgBE{8Tp5>b-P$1k2o!{uiHlRH*aq^w0o}?=SCX2jy>_Ac%3iwUevj_ABU4&
za5@ZY4$t@IvOf78rh;b+NJk3p7Kya?AuES#<_8%e&&B+_h-c#72$Nrug<nrWeg^Tp
z4q}}#S7!z(ZSB3^HwAOOKy#uQxc%UeoU;?!Fi}Iw3`(Av#o-c!8Y&L;_D&avR@24d
z>&4+=cKN~|sIW*6gSalqtWt@5Z%8eP?G(t}hGW#&8D2=_WlSTK(8pXdhgHu0V%f-9
zaAv4xyMy|`G_#8x^PG?0goL&LeM&>f7ODLn+(Og6Cs9_k+9SK{hVh&0j?nfyWd_xh
z96pt{|B;W2E|D$*2TU_EZ?pD0pe&YDEKB~)kp4Yny8|bfxc;C6)_R*t#oNy75H1!D
zz+|*6@+G0kgXDKY-LMc3$Y?0lLiLdP3)cV^O-M_|^x5nEb^X=9*c;cghjQ?Y*2_N6
zV*3a>L>=d5YAcfIvJ*&SydLTR_-_J?R>riz?@6+Et^OE|JPY+F^=$+Br1V4|zJ=z-
zd8PAfa#YJ0X$>}>cOBh*@XUCDu=yk551fAn)HYv~T1ud{XHGnAQ0PyihM7n`Tp<np
zFjc<Z=v^#KxlFw-p_?^OX!pg{_PdFj4kpmrti6l=?ch1Dm;Kn*CSL9ihaV#{w(hV+
z^J6Po$~FTmj5K7AR2$bZw-;(-{-3q6`1JM)-*fcO(z-Jif1iOxLklGXDBs$vVuMLQ
zycx~DQq{;|1Ygy?4`#~+6+}M>K|Q#XOkQx&xkd4;S#tGqqMkp9>;z3#0Hg|8Be{lZ
zX4x@+Cv;uk+ns1wu$BY|Xr-01R;~D8h!ghq((O>B6%1D1<+S@#DoQlJY-=0}G@JD6
zmftr{JdrTS{Ub4RwtRL33>P2cu*&0XTbrosdjk{+*ymi4JajitGPB$a5CCuRCu=U2
z?54G$?#}_61>@#`xG*xVBN!rZ)X4$i!2id;{#nktlxvCtANzrhDWi+pj5H8C=+6=8
zFjfBwo?Q#|&(=UI0_8AV^rc~M$KSgW^Pj_bB=q7;7S8tIOS9kA7#!+8g<&;?+?xaz
zM}ExknsE+=AT?Zh&CeqRr4-9Xem9WW5}ia}o%^Yqb*%5K9Ni^|IS(+lHFGFF4vIT#
zp_fJ8CUz4tJ|8Wf?0G%kIEzI%VO3)PdY{<^R1~A>{J~VWdFU8>ikPyFfL78zur!nv
z<rt^;AP`Y)$V3SdCwUNv1b$Y&04BK#cV~d@HPhyWb<^Hx%r>b4_;^A$!>)`hp->0%
z@KZwu46>nbW8fuyq-vW=@J_02T86sohYHQzy6LHlLB!JuXsNXgZ}k{}iKjF^2xmsQ
z6gYFvwdgKKIcn%@xeu3!OMq__;-!G<CkZ3HV-TDaB)>nRY97tcU|%@gnd6xps+#F#
z(S7M=+deGMSdc-Ek-5D6oo9%2m2jRCS?UUZ(lMJY)yze!KbLZzW6WGQyLv&<I`M_f
zBJj&b1goP*ZLc&X9rZCz`1rIYiB%UpWmUHAB{4BDi75Emh2Auof?Gsnme_6=@O`*E
zFi7{2W}sHbe&yPm0$%x|b9Lf3yt5Avyy+l+VQ}auQE`q8rU}$m{}mq?AXU$KQ()f8
zyciwr(vRqf!8OT9MKT8-QB2ZhVWwG_rhqmXVpdp{^&YEyYNULmMlG@E-0H1%3pp|`
zbRcBWV9FyhX$SA^CMP4CnDXOypUM2NR%*K)*9|rY;3qQG_||uANR@Hm0-f4eu(;bg
zWd7M2(*Wl}ZIr`!yLLxs1a<w$*M2QD({un?S&+nC7zYN*7;D89l;Lz%v3iF`UWDvQ
zg-u@DtpcU^2-?3YACXjERz#MU@x!5^)}|OXIdK7@Pgfk2Fs~}+I%qDmH^h9DcUI0(
zmNK=CRTRe!Zq0s24u2ctALa2+Xv*fB29}V=!12Tt<6q~9vxonkufJ&^y89B=!`3|E
zi5ro%k#H31&#f}>ALJK=B$rA7)><s2)S()e+ii1T#mGE6r!%yl*xbTek2dDb(W^X+
ztvNGjc@|LYzSTNoj%K{WWQ_=?u>H%eRvg5y(gTf)hj@nm#~lh>4t|AL1H9+5{#lii
zcZFvi^l(k`KZS!(C$2)`9!j>F;#hz@`7|`s;Zlbat^B|+x9FW(jvIk49tR|`7Ob7t
zt4r9u;MK1Ht4#^b45Imt+*OB1R^Lh01KeL#<BdN+jKTJoTYjHPTQSn>wPbS%s-%sY
z@8H<c6`Y-%<@3#`71?eteWqb&AJ@a$uZw?Qv9D8+Wr7ivX)@rvgz<^;F$CZ5lswSQ
z1Fxf-C(Mp8owS*;o{ijjF=FiM<VFXdn^?)6UxO=%%7$TSTdnq^E>Ag?=!+DAAl`Yr
zl%bTKEc(5Qp;dnaTv<78b{fyav{GcPh<mzD?Db*Uf7*jRj|V;hxFzW_o<?XEYxx<)
zi@^Z+^GV)!frI_1=yn}%SyTg<XdfAH_}q%$+MOx}q=sxm{G2Cff<mQm(8uS<>kDqK
zoAbBmoexTu9pfgLI~}O7;?GV;Jz!?dl^S|tc>>O>-~WhrsEA(BUl<KuNdXP4L`3vO
zHd2Uu(Fo#pq6u9vq3Fdd^eIp?@q2U=sGUMj3Hbed%>5JWaYgh035+({lPr*wqj1TL
zSs`Y245UnvA~F*eK;~QsuF3$6xV12kArWM^hNOD%GD2Lkke|#sK4V-BKOKukl@^>D
zu2?@ulCF)kF@a(erm@ueE6B;&ow(h@2dBU!8l!U>^~O`7DMaE};5^!pmOl|c{b`xe
zB%Sl>;1rw#EViNaQC@m}o>Yz%#Gfg<_w0#98mfh)E`|Ik$OIp!bb7I)A@KUHT2Qo0
zC)2>|FkY<@V894vr8Wf?!Y|-f83z@%_8AGB!pOKjeQ{0hZAeWr^cigB#M!#>%l#y2
zpTQ0I^`Sd_4x4U_Lh2Iq!<|~Z=$Qc8k^JjP`5!7q+I#)BS%@lE?{(yVjN~xz4_$$a
z%T@{SMP{0aaoFW}EG$Q49qW_y`^svO#}y*tpyp}ZUgITCqGVx%+<nMeOVoas3Pai9
zyHzRi^*QaX>Sgv>W_!0}F8i`C{&-oF-|>-f%|-{KUBFDpxV3mkrqn$En#S5CoT()u
znJmgf$z}G&!4bv63~w~x|1a1j*Z1t_$2fnxuM8rQ(#j6kVMs#*TWYKhDX%g!%^}+j
zz;2fH3KtEucRGWyeB`W3(H{BS88f^%XVxRNBNO)$1A&uKR%>halv-;mjIOal9v`{+
z6q=$D(yJTxc^{IJwb+%w<!Q0&+TiFojC)kJM0h7#gvWAPfWcSNgi0zfEKtwm%Ai*z
z#|$JB!m^##D#|S8VIKisDkqy&Hq+=_np!)MVjr0&-L>+uO{sXP-3!*9^*_<cUo8|p
zI*ET~$UrB*%;Pj2m%dTOttFBxwhrR{r~5n6cd~MD0bHm~!$kU4%K|<F{#jA+4NUXn
zcC&hnQvTSNnL1E(1Q#Y|B}&}|a(@E^A+g$d&(kZMIbVI}jz&hjOj>*6^7W?0{3+@8
zR=>xh-9)GDoZOVG93_0*MV-`2?lzn|gZ#@yH&7wJ^f=qNDvm`Sm=i$;X0m^Q$rg(-
z?x@aO@6|%&14Lutp8nOPHRe(?|7aU$-j?Yq>}Me@L13IX07%~HG%<rZ4-4*2cz*h!
z(qqT13y6v1Jv_x<vR0;C6Jytc<@aVHIgV(~Tvo#Eis8M@fRz1^w|@vzsJ|n6qw1-?
zo59^^_sjX3H{iX_YgcwxzR0XY_2SaZ(Vb!#ya<w;W#P5<J1WTO3%;wRw5_{wxv5uS
z=F$*ZDG8>Da+JnX;zN@{9j%*$joNK#-ew?2ZAOAb&c`-~cZJBh9^Y!1-*9%4<!1X>
zBT~l_Y3z%q&UGJJKa!yu%=yc4UXPIYSVrqvA5|PXmNECI{><rwBMYrOH&h1eQl?So
zFLOQGdUHg}W=*yL^-+hL3`r0*0ejkNokyv|FDm-pp*8RnVJRQ{X-?knzy0<E=5<Uo
zL@-PO&ihq)^XiR*XHsm#*ecV?c)fbqUWSSxN$&(;YFjgiPG1!`PqC1UYQuPjqK;aM
zg(giDR0m=fXyu@d!OH%}*_{I4u71$Bj`BFKkFE94vlmZ*SbDPcAVobKlOKmNoyStr
zW#PN4Ifa+t&?1&SBtMj8tR0t^OlcQco#t&-z*}gY1TgayeoXoy+pO0X_I&`5Hm(6+
zft^4FL}z9(D2Ij<(vqJ`eO=0g-X8wp#a-@0q~Aa5u2udB`xq>)!$hc}QJa{7E_kG{
z{ZUlt({6*#lY?K}R|ieh+qbQPMP67%->rhVAv0?ndjW&{Qm2hYMT8H5j>(UpG4cpB
zAJzTAsQILG=>}SSbchjF*@#xFSfJmt>&7Qpy!s1gl;nPf$3JWxYWt6FCbJoX8^)Ky
z;P}A#0{udM)FF|WleZ7>n|@U%XGQs6UU^d4xqn@{%H^H3G{J!FWUWrckaFfzr8Ymm
zKdOqYLku>dpXm~x_mtd@M^@<sG8(KGmaY?LreiIXcru(8CrInhokk@HrS<k0IJzR|
zD(ZVJB-P@}eJGVohR(((RvW`8qheC?Kb}qb)(gV{$CK}S&PnOfSa&Mx$O7fu(05(O
z!8pOWY;4wr?~;us3DYW$hDcU!EW@qo4taDf#uzd&%bNF6NHUUYaqzww#X(gv?f@Vu
zmTIld^%y%>nQn86AGlQO@SL>5W>n*;f!iI_l$)btENW@s=qSpZSfp}VR9}dlddt~~
zlg{`vwnPl{9mhaTd4iFfUjb8c3$A0<QtMKF(GUPkQy(ISDn={_X=t5f=Rd@tBO{)D
zH?nUlz28}r@K1<AK_t8rwCNqSd?RVVgN3iF+gDPDA_mEvyk;s?mwm?JGu}bNb*E|q
z5NK;j2fCD7WjUnR@!}{K>3aa0U*!Gh5;TuuL6p`cIwQeUa58t&2f7dotX~_vffPd0
zs3izqMd(tT_<#HTMmABtXb<xP=4mzD*?cxOWk_-2MigJ5?HIH_T0n$FSNB`wWdKLA
zZ&zb@bTad>|1_IG^*E1v|JiK%!j>fX!$9lVchY}9c!gWwAx=H9<IV-;81jDv(!oP@
zFquO_BFl{%J-cb;tPfyt<$p?&3%~BiT5<R<Epe4LEtJ-(fjPKuB^)rt;*@sbcp!a~
z>WEzH;_!&PNSe5or=?UOu2BcKLz_G0KVrq9?C_&Q8q5WBl;7Vzh(yy3XkHm-H#o^B
zmF%Usx*4@&wZ!xRgxDHD$U*z(=czOz#RbKb<45%n2`Sh9Wf~|#j?5mUS<(nHMaavD
znc3>BK6EN{2EjjP`0$bu@0mN^6$cxhgn|X01{$od4Ww`Fzj*9H%WJwcpG%L15NQ(Q
zD-Q41(ozvAN)}z)v&Dhuf^mzKahH_w-{!_?e)r8GIm<kH3{!^G9v)oNiK2U`FyPA=
zXS~TFQnyPQn+8^s1IA`u-AE(JfvQZ$^GDvsfwwW=`E(w?A*1%rJA)6D!s|uKVru8w
z++ypM0_={RRRW#hAq)-xG)$l)iJIYb46j3Sec)#^9JkXWN^A9sp!E}>hjpF18X#p)
z9x5GcxH$h??crzhgfrLB&~SA)q{J*eZue3OXhe~{2>khv+^R@;AL+Mdrp^c!Xe?D6
z$1hYEqv6y#d>hjc%u(?3o=JeVE<^Hk`zX>$N25<YLWtU_M5me3lx;RwJfXm^9^<h{
z<+;OwX6Hq25(`S34q-F-;QA<rj4w}+o}7ydBq|XQr@Ect%AD*EpP%bAE-ieYop<@-
z%%tj&^60r_H}*6eb95!5ECCN0U<ntq?!+N-#=+n)pc!vp*c9SP?>ZD37NaCLNWKsJ
z3-NrG8hM#yW1N<0l*?VOz}A}XBV*-fzrA`*I$<22VMXV>Y)+#c%^Of<@Bx|Sw;~L`
zJa03TVYN0i?=`|*#ji_Ul_1SE3zs<!D$lp#F5{Uu`#s?~Y~cfunoZ&v%U=!}6SXKB
zM=Le8OQebQpoZYbanv07`?)PZ68I5ViOzox&B>^dh+5NJ@)K)+qcPL<p2idEvp79T
zbq+`@3-jibY)mS)j>G80;>Q5ej-Yqhkrv74V^$So`Z>#adv4d-ITgX;mQMldS)ut=
zblau!Y5bi(84ap9xaK7=^K1gacj{nq1Yr5DM72ppmns{pH92}efZOYjDs3y01Qr_%
z054Iz;pX~%SP&M=glbX}h7+xT2;|tgG+=uK71;xX05Xjuql^1EXSc$6jOaw@4{8yX
z6WW9(I1#@@qM(TG>hfomy@B^bU2!M03D3fFF_E}spZMTyi`Kgl*VI(A@>l{|l$K|I
zj&7mY;Tg}!a?v>gY}^kIAs@}fh|l}m`~mGfrnxJeuSu|PS{)ZcOy|}BI7DcT*|5+m
zTPKBMdp2!k5LvC+a8lufvf`fJ$Qt%yC9@M?#=Ctm&(QOA8H98(NJ6#Yl6odc2-NvR
zWF)7-G<rV@GMUPOy&>C!G{KbE&kxlDn%lm<7yzD#6qIeJtwms}*5twX{V2uz)~yOA
zYkwFtzcuVPTYjM7P-~!{tpKn9$x!(`>$-MdA!7Szl)^(SyFHzeO|Rnj1hCqUF|i%)
zxHWzXw)i{6>6+MXuBn~%QKUZ;!XF#Y*n*-!#>Iphj>jx-l+q)i8N7o1016b4t3OOb
z%fsd8K2nbj8poDJGP4K?j`zoIASHfiRwT-5tmo!U+5DMCO;h)X$Y>8>T1Q;DAp0h>
zN#ZONzrph^M1-bp`tg;r;}->9!vlEqDGn_WcN(6e2=}7fmX>{%2!5?;<a(`{WODO8
z8polB<}oN~jKjwHwZ|J*=-bPI&m2ksBx;0IR+ALZYM1Q{Z}_e}p?L@tOP5RAJ<*JG
zpHaKA3?1|bIP!jwGZS77N!H3_mi{d|=}AI2m=B*&vYrPMB&RcpzDn=6UQwDEjDc5y
zc}xi-n*F9OEOFc3E}VEL4rY7b%UFQLWH{=d7x(40doafwkOO^Cu-05OX<fm{_D49<
z1{M)a4DeoTa6-N*pw>Y~yukaz<a6{94na|1>d<2PL|^-q<4jUEwtGf7|42H&u0fDS
zHcTuzmo?B{p@3P`0~>0;j>8h!2fDdMpSZ7nmC^Yq^Qj)gM&LEQ7VTw;%xeP)gW=az
z;zP@P<^mer-1i5gVJX54`d4S>V7=~i0w`~V6K6ZNtpAPgY&p9|FE{4*s_wR;ZU+<=
z0TzlSf277Hc4>g<K>Emy?siaG3T3e5r~%vZi^tScnmS3*Dcxbs4=3bNF>Lo&wQYU^
zi3mxwGMkMJQ}~ZzL~u)Dsf-U1Hp%qT=YR|nA+K$g(PQRkVs|C6)3p&!9t{#7s=nz*
z<g~a~n(BC`g;xZ3avBr`y|>7xa?<E#y<Ji&m7pcTp0h;}n$Fh9qQQwvS>6}<z<JM%
z^JIsHX?vBozueh!@&cP3!o^#iJ=b>G0!M46N%JjY5pyFg$*qElC`s$PJPVRHNBPxV
z6ExxVn9U$6$S~3{>3Pft1y-h>g0y!Y{V9+4<^FZ0=j`&Dq9Y<}NJu*t?A~=f&+lF|
z&!Xh|@Im8m=t-kS%KsLfiZHK%9E%4g2RFbz7kaU2cxK+++`(;;I~C$p-Z4(0NN#N-
z*bt&Z(vRE%xMY7Kr-vplZFwM?tQYmxSAi`O;m=Yg$uu{OYl!+u)X{-=X+DC0w3G{`
zMa)7N2AWA>n6Y3rUa0oZ7#z(K6JWfC@xlftIhOl%``4tlyszy4mX$dOy>sA2hQL>K
zj5rao5`BR_auTK(!O73!f^|t_<)l3&_5OMboj!xk#sk7es|+G)u~6oZ?A}e6-Me1E
zi7pUBLq^U-8FfwSIS$QOFCQ{!J+8TM$qnu=8!jj<nYHWB8|yEuRb;#B!SZU&zPE>N
zaQB{I<3H5E*wwLq`ND&TcI~`**Zp@p2PK*Hr~H$+C#w4Fc619`4;VW{26ji8ef$_2
z8XNf7{kxvkj*0QUiSyEH!)uXGb!}^9)}jb<QZLVCP~STKIq$<7fQYd|=yu3y4;|TF
z2n<mW29|yOeHduB!_eOD`eyHgYe6jzXSe4%zOHoL?fgCuThV6>i3JngF@MuAF$!+l
z2M*<}#%|PXY;25M@$d!OP;~N~)8Jjd{@4wYQo<rd_=#-9>oYv3kCi<u3nGztGt@^b
zL`}F6+4lE#>Y`h<=2P}He1idQr<ac6RgWDxIa=N|nm0SsuA(<VD~iF8Tl7>qW3QjW
zhMQRRWtXMr$KPyQsMKsf{IcYW%S^_F*X%qF;c0*<NSMDwsee74j&m!OW+pr8TkC<c
zx_qny#D^3Ag#Q)H_jyj*qS)(Djw>SVCE1$z;Un9#&z0<*NXHRe?d)8h-Sk)ROkj7Z
z3|%A)nwbvCe`3N)3T`lZQ1^AxGxdP1{!>E%0T{YkDg(;>#$A32+y0;4t~{>hylo#X
zM3xAdQjStFQJ5M=nUb`KLdJ61q$sVTPD&_BOj?98sYpd0ofPf+C@rFW-;^|MTD6gQ
zuRAmI&ii?u=ij%#I`KK@cYeR`_x@h@bzk>&`*+Y4p{-?Qsl@Wa4}6ltN}t`-g>pKP
zo=c-qjn83!k3}9>!@AkqHL6c^+QNr86784==T-&9{ubn5m>C(`krUO_dfzHvN=mB1
za275v0GwsL#cLAI<M^QAdbLxAwp&j*aTx#)JoA>BGF3q%|2wFZKkJ!nS<}PM5I9jd
z%qR3zN!14$|0^@!IeYLsi-oI)d95hx;+m*~$t_sNHSFi*>pAX7vg9%Lp~Osjp6JR4
zO)4DeJ790?KH%KFfdMM074MMcmk)6`$#GORBv#qyw@M~w<gLyn2W#t?xeyZc*g%$G
z;#x2$vPqzK#mtd-vE++O9?W1|S#0L)!F^cFh)K(6hO=0kN|={W;fFzfVME4>O4$J}
z-Z_Pku&rBd<*(zisNC0X+<acuC&SvRUNofhhC+E!gwm=_pZdIxn5$mB<%$dCH8EUn
zC%QO~8@7><973~~I7K9hi!ev>lB8oinw&lLy5FFT#l7!&=Gh(Dq&G`ih|Ad|JiUOt
z4i<i3xLM#*YH=xZoW;&>i{Nk7>%V#*)ZuWQsb3MWM-=Mr2MxGOo0Ac7l6GH8&VmNl
zm3pRn-%DyrNXjp!;q2Hna>y!g5m*uW2z?6mexmjFQcjlby_(vtD{7gKO~7=ToclUB
zYy5UcOSpf)`l%Ad0iJyOKY+es239cKdRG=>tqjwZU={~98Wzs<W&O@|!A&<c{G+d8
zzdu!Y$cYZDU3O0vY`7B&gri5z640>8Ux82^0EI`x>Hbf5bE4$SQZQ23y7!f3P(O}q
zGcc2<0P?hf<v0%lDpWYl9dv5pgt^=nnrr7IxoT@xx94r`+!1Jb`<@%;j%0rseUfup
z_`#^(9J|cXKp!7o2D9RNN1G(>pDNl*)cA*$GStH8Mh@Ot=Jiavbu#v)AM^n_8ynWt
zKQYcWD>byl^4W-)gygE5S5Tl0XkwFo*+%pspMj6BTGc`?VK(`9il*6?q4JnX!yC~k
z{QcL70%hyI{79X<Kii1@aV;jdI;FXdCFA1cUUS>FGTi_vuaU^tf02S&WGD><YO~Px
z9w6Xk1x&Xc<i-W61!_e96(QshAuJIg7W&A#m3Ch+nfJWmx5qP_5deq5(a#Li7B+CO
zuCscQDMbwiWZ&W9{43Mv<^<T;7@31s9pH)P#H4rC1YZ{3v?qHgUj(B{M&q)KC%n$i
z-KnV=XM566??))a4;&=N3>|xjrapyf<tF%c8N?s;1eQ{&A85Zn4{!nj)$^}_x&#3g
z0RjPaP^KgdS5~B2-~}=PF3FF?5fYR3UhO}vh2rf25@_IDk=iD_Moh00{~S=QgKl4&
z*QF2~@q|^fDjD*~VN!cz(<9MLxs>g8v&_`r=sjvNZ+y+uVu!%H+I%)aNyM7-7Wi%J
zdafj((?vo;(x@ChRXCyGCf(O4sm9Itd=Xc-vN%_p!dHTLsl<L<-6Cv`7vC*T+1Aw+
zhwxLUMbkzD!E#9Hr<b2IK<3^%@e9uh1Miu_qI#R49-RCbsBas;A%ql7A&O2q)X@v3
z=)*C0)^<PkV9#wuW)$Sy;?UZ}U*}-_Npy81sv$%XoNBa5E`s3x7}Cia$=HOY$VH9_
z*+8DbRN`j1;xsxUQJiZv9bK_W>Tr3&&SF`S+Cno1lhIv1Q|t-UVB{wwC@9!2Z`aZU
z+sBSy#(85OqS;Odx?-s9KJg@x=I%G;3t2Z1xF153Py%hS>|;{m@QQJ-!6UZYOghmU
z{{BalOYdwd^)<zL?gV$%R?-Vv+Ctn15#`x{%mcmGSlo<>C5OerRRg_(ri03kFpX&c
z&Nd4BtJS~Gc6v6??W<vh!azdAv<iX7*`R$Z3Jl9eWc0x8p`SbCF3cX+_w=(^=Qz;P
zTr**fN|sNA9tk)=2SJ`;6O;9}y}bkD&SsA{dM@xg*x#O)r$(3&nc$0j@tWwpxiwQ&
zSbVnKTMAIyN~-M=<wqIz7P?nGKHfn8)^fyQF1k)^Ugl53N~-Qkc-W=w>c1Pv=a^e<
zkaFw}cIq!B5(#}+4Vv+o=VC+-J2WcPM??`*U7yy@kQEL3?WS*46${$!5Z*uVzh9EL
zqqN%-r{ky@66~ce^7~QtShH(j`T6^fQ3W!|EjUlY4{cAVNK|%I>O=>;-~_i@mX1a`
zySrisyk&M1gv6y8Vd=^Id2-S(XFQesL}q&@%viWfcX>aHSj<2?2W^x{S3%H-_KKFA
zqC&&sAG(Flq)|k@iHBQPD}C2h98MKCAO-a7`@nqK#R`j$j~_cE7nk7c(0Jj?hZSou
zO{_Ys<_LDtF+|3SM|#ryRcUXoER<NgM|mhuFi973+zznwZC^A8e_t^xA$HNCMen)Z
zgWh8sRLmd5k;OAMi85pdgnFl-9&9L8WWV=E+OUff=iV}-2FLjfl~v-!*x$o^vxb!z
z%wYd%pyI*pEVfBFP?k%4e}(^Nq<Y1O!Q|{QcA9klA{jVyE_97EVri?rs7KSvD$u4$
zeMqy}=G(A<IeJZ^PF+US1E&igj+JPO4G`PvQV3MT9kIx7g|h9+St(+fT@|LceOsyo
zIF7d=Dik>v-7YXXgy$Lw{o>dx_sRbB(u*U|xE(|D>469Ut1SQuSJ(QToJM;%ro+|3
zG&W!Fw3ld`%dfV26Qj4mo5UwHhJkpWaC9g&S74S&?<(Eyff)u3-^GfilSB-<C*CBh
zE9bkyy{un_>)XBT6RV9woyCkqMlh)_PAj~{_DkOu+@fXRqc7spR1xg*;q|6t=w?Ye
zZV$VYD5QqN&<C(=dP>m}KyD&LGH`SpFU%{iTE@s(fLprcsnT;#f;CcrH8?ceRKp5<
zt|0N@sT^IBXqo{~#||Lq&KpX@LTH$}T;@msWF*o}c7i`gN_1ljN&sTsz&7fA>!@L#
z|KdgcLGU%l$f-W#jD7l~N<mq7E%ySYBTs5`A`CN}njH_OD9?A@_{T5jU<$YK)H}_O
zupaI^YHX#gnCIB{mdI{(dvvP3k*!FO9rfiocMc!Iy)yVZ21P3~ixEwSDVj0_I6#F<
zrjO48pZ8y7L{#$1N0%k)p;PYV(nwrAQlMdoWhMD5$PENf%yY6&{CRiRPlg&vfFeIG
z+M6w}8MIFS0E}dgw9iMw`}ZUe=zHSM;`Xj#LCj)vXQn9U1yz$jUE?_sY4*AlDbe9G
zHS-5S1vYA`jr%U0GD<mVf&<`J&u%Eb8j|3&+$1~bAPQ4gVMeR8nKO^zVFGJ7>VFtk
zx_DK|?<5n^LL-7-V4HLZDqWIiW11<gx(Q5TnDu#Bo4=w#>(RD+QH@Qg8y&`hPJGbw
zc_$^QZ5!c|H7kYvw&syuL6X(&SnwevT2s|V2|a+f=b(}E4q_<XS;phg!xur>3Ibic
zh->~yNtfl70vsXhG~b85HC00)pAx~LC_YGa$Sg&QrbSaYK+GPn0)#cmlR;}L)(23^
zxAn0U>jU?EdVTn+3o*GYEZCP4*m^yD>qiSE{4|mOzk|(tf~{fSSapffCQYkokV?Le
zT$Nf^ttd|L1`(4JXObK92YJzmwju&0dnbY1sL#^kPGkq_VsbIbHhVoRL%W0NZaXZ0
zJ8Ok2Gr8%MH)r%wK`f2rLdn3qU?V3RvN;~3hoS9TgyWH%A29W>V7RS7#$ZXw)?W)6
zXBs72th~+r7g>zws<qjtb(abs&G!|xGF|9663+g`vewqsH6t%Szd`sO42I&*p^s@D
zjj6)9{1U6&CUZ~g&VblE(Y<m>XlYd438Ju1bvN}uZ7ERLgT1RL5M2#q_zo400GtzA
zh(6RFH>Q~CmYdkMC7z|nQg#VBi_TuIHdgIdYn-W^?T?)@R?VyI0n`mZROy+^5E#PE
zR`}~?Q;vaa$IaH*U#2d^XtRd|E~g!6W(!&^?T?z8hQem`Cp!2MzU-WEQ#$kV@-`#p
zIf8TOC#LHWG?8TaXO0BU<TKBpH~vEo3d;vJCpWY2=)q*c9A3!oebPE1C&7=uZE~pG
z4WM`~1X+O5=s3h=8{Q3kcYOeJrueH$(Bc<RosTHpmqI!(^H;YwxKA~AV(<K6_Ud-|
znuD<+&#>#_&cWH?%UXiAK#u;DTV6wMiIDyMJ7+aTVMDj|TEgmxzU}Y{epv+589jsu
z#gDkt1@)<?A8w`DzUFA1U;4B%O1l#Sv1@dGMz)#y-eaag53(EgxJr0|JVa<apaJUQ
z6wLv_q`Qe<-P4e2mH>G?pD0;a)MQ$MXA(l#TL<4V6xBM}`k(Q5=6RfGF1;nc3-Z2d
z-?J!WjZX-|T%Z$x9HCHkIusuNc4Fd8=SGHZQVX4xG_Iip&?^LQQJ*w1aYh=#eI4jP
z)@r7^ci}OXfO8AMc#+>>?RufrNg&dGD@##01ajTup&3xtC6vXuQ*F+v1=Nh0y9?S)
zm%2e1x`eMiC#oO>gvu7&==7-#_prxxR8=q9=(2vGNL#%R97!njnjfF8&xAlYJw+c)
zubp?f(VY&oWQ1@C^ahgxU!?_dxX;$_oLikXe9}z`(&f5ejV<^NRoOtCHihW}Su%(+
z34Nd5K&tzZMl<UFU<ZLn0D_~;m-#h?xrr&G8xV5HiDcKEA9n*KrK-Gk9Vyp9e}G_W
zyRV`da?@c1>&7v(#*ldzO)jG}&-0@mb5VC%9s>UjFt?h>P-qTVQO%EEP?}x^A$bx9
zsd>@^djwgUUa&8EPq^8rGwK9Ih-inD(LH}*F;LatoP;k>)i<KVt&lhg6?uEzwJyVD
z1)m&Y3{?aokf~{mnVVcAp!j5vkKMo;eF;0V)dX)EZPV8cW_UAwtn7Q+VO<h%`?f{f
zq2v>yC)T09s0Uaqfi9!#6n)0<7_{(*b%QCRJ408l;Y5KX+=&B}V@nBAW7x>VyUP{|
z7<H`JvKvYWOD!vHV~j5nx&KH3*o1I25FsU;0zThxG(p4jPL&t3x%oD1-IgL9hyq|S
zFi&4RTOT8?I+q6C3iB9Q6(ud$_jD~e2SK__Emg>V6FU<n1ScdQS~Yik265+P{X9is
z*95%`Tq(&;dzaTLF1xA!gh#|+XRrFe@im5N37!_?w<8np3)!N7C5Td2!#QOAvh|_U
zO4KfQfVOoc7az0<jXr&&&6&Xv$HHktY8UrsYDZv&R#DD?g~JS`d!YgSvybA5vyYa`
z+KYNeM|6|&DfA|3pw3aJ$Q#FO4-XzHK-y5N?Np3uftyTfgXaO{&eqFAYu?}nay2&Z
zfiIAy$nPIPrDy_bDxJ+9d<aIrVMn%a`F@vO6=|4;@h_#3vh5WZ)ppg}`v#6{Ej&mX
zqW)~kLFvA&e#*&kw5V@+br)l#ZW5}c%<s?WPQM_sxWBPipQ+T!eq-qsbsmBXW9m<7
zBpU;ylGkax6UJ#W@460OwW*zNbS|bnHyE=XvEc%-gc=IfS}hGTge_1mk*3zMVA`a8
zM|Y>^J1$2*$2s%FWLU}P@U~=sowC!vv{$2<6ku#Gu9NG?V1br6r1#`{LT;GpAMODj
zBxMazpiD)W_}HoZbq$UaK97DNCVj&|lsKDKVDB!*m*K~kx%$_aamV((-s%4J6ywZ&
zfG(X~yRMyvX@DYrPqcw%nqNs7Z8@C}?%1B9@DF{*W{|saQ(mxPDMd?a_4zQ=ZR&pJ
z7Ow?!^L`Q^7m8}mPXO@GT*_T6A*cR;x?$aip`jriWQ`#Rriyf!KyTPXgQK)C)#w?v
z!uktyCdkV1Jq^C_)n{2DhOm*OykEZ6MLw<+^@~t=uGD?NYM5X3$X550D8o%tgP6pQ
zh4cTS>yV8TT5sK)UHXDc;1uOiIxXZyfCBmvE4kw@Zx-d(pLqC$&031dun5&sB#(zk
zr*VrjbkK3Na>iLrW9b-sojbKxAlymH;$c7db8EwPz^)+h=d9O>c5hnxe=HkvfFv{k
z<{S+lfSMCZhG;$>B6TGAuC_1B1{aDZKXQ^nj`*VHdlIgS<~AuVa~OG06C{@Gu-F>G
zKu%vjP(gVH<2*RW|MVr8s$jHc6xaiW$DSR3^+RbPwOqTi3dE4?*3`_d7JMb)r*zcV
zWl=?KSHra)RI`(6dj`sw9$it6ZI>5}tG;R;Lk+57b)J2De*KH!8c12vt&K&Cz7r9#
za({qw<Jc&IBx|bscDiDJO73|-@g`=J!|Ov^k4rkz!5`mCS~U=tq)?9eg7Zq^snSI-
zAe!3=RdNGWBE!QAjf9ADUcQZ+mdR{-m(oUqus32nHkmTbg<MJXm7ea_WA6F$)OSKG
zZQBcda_BYriI_w2s#wQM@^!s5qdAy3@Pg~w<y(=C5svpK0c2i`A!`nX%vuNis8&uZ
znp}E0?C=Nf`o_kn!I@>>74Z4$c{bzp_7RX)7DDV#1q{Ol@}Lmg&U-T$213&ry+))2
zSW8=;Z%M{=#CD63$%V^Q$}Tw=7=)0Ph&ZH|I7q4cHfbx-gRqmr(U3lZmiiWWiHewa
zvcF12HEy!5JJN{#wvHI!;!ahwvWAMGU^t%La~NnbTqG!nISShkc02XWsg1w$By%j7
z_k?JCJ$ijquE35oI|FMfs9Jb1y8<a)Q~?J#Zzm}^ZG}WLKZ2>+cbegL<<I5ZO$TfC
zw?pWP0{~3KGOw32FN&WSw*|+t?sHFJDor!RTaXbNsu#-<47~fEp*VrR`H~Y0V1X1Q
z9|`?K+86H5lrns?0a>WYq&1&1XBH;{dyq659Z0zoK9!FuRU)`fQd8~HLlnShNKR`^
zZ*h<39Tu_xFc4}e;!6P*>}&1kVICSeR1It*QhgXER+E?9eRa%6q^8Nmg*(lhCwOrp
zwI2Ki+s|*q+Au*0X_c+NEm~zc&JQEH(UB|zw2^r78A2CvJw6Xkrx!RH-1gP1s!i!t
zkeWItd{2J$!pQJZ{|%<<G!>c?745XTD|)x+vu?Ie?-qjIw`lI}_XlIwLZLRF=LD!L
zbX$n{MO%3+id;AcMUZE~u9yz_zJym*o{=N>EvNW=5pi!&2IL6>U^cT<qT!@G??nsb
zuEQY38Z_6>TPu9tp%FywJ2bjK^QWNOcxH>?jlH$JQ&4vhJ%3Yt$FBwo_qh8%{R;l>
zCa`Z2C7D82H0*n;vRR=(QK(|F&u$XaG$)opsP7D!ZwJ_zB)3eIdwbul11v!%YJ0@R
zpi*u+TLZJ`G3T(@dE#~^z%1e<_qq#IwR^K3_qND(fz$5_SK@;b6PJNAv2O24&^M_4
zQpKEt#7&E8d?0<tg28IkxrFab&vUne==z#ZU6r?d-^*%+Z3=r9EL)#bW3(17mPF%X
zV_EyuONX6#9;OKGTL#F4nqNwOb%dQwkVLUWRUw%Wg=1S22g`h#w|V(5?)TWEVIbYq
z#d=si!jXwL4(9q^{sWtK2Tb$K!!?qvm^;(Pr0+S5n1J9UKIF$adwaFIm*oKjHLiXQ
zcGnoD5GF!L)5N;KXL7U+(hEiv(vC;Z>_Qo}Zb#V6K}67v58z+hItLGH=~Fm>xs4;9
zF9rKDF$=~Mi%+JfKB=zmyDVtPt&6(hYc5BCy0w~*DRIA;!1i(KYq-Vqk*Q#EA{Hdt
zLI@{^ZIaX{9C-_Qr|lrPE>;<m=5Xji_I>#>o?VQmx%TSStEY<BC2L{^HZ=vD!r`ay
z&+fg+gfZLw*+9DD<o(4Xgp>}{irWR$ULxIM3m&!4bxddic0T+1T=TvAqFG2|sn56i
zd`q(3UCuao%VXdD?3zLxX3`J)X9rc-4nRh^mvs23y<Z3AQ&;#Jr73-BXMjK=O_FLl
zaSK)<ge4`##40G-G{{o{pVx8+MiIMNXb?Y1Pv-X>Vbe@y>k6a^Ya&HqMj#i2mV~;(
z)ZX&z4r%J`G`bq8bw!emK9Kh{oTz)DS{11Cn{Q;Wb3m%hc8IDnII1OOWlQ=GE!*M{
zy+3--HZpr&16=57Et;7M&__cLc`Xg4_oGQ7`@#`3X?VRQ0Cxfn;n}oGluomKgMQ1r
z0#%ti9AesVK$3E$Ch>7ZcYkVUm{rzs0P~s`G%-dKTuO(hkWrj}B;S^lKnh?uT`WxH
zN1s~*+&#rGjK}FX<+ZVOIZ|ltT?@pp@9}|kXPZHTbRfsSNz5yXWw}!ua2LdhaQwf|
zMj6lM^9*4l`Bu`-y>S18wMXN-&vIgmqZ7CfX~=S|c|<xYlBFNR5q!W-_yLOjD}j{a
zK2f)^k6s4mSvI+Tc<nx55C?;;&&t!)2$Tl-WTy$AS#E{Ipya89%4ZP$w-NZ9>=KW>
zF4Z2Nv5#d3%n=Bk$4kW6D7Ysb&>#v3^QQ9hPvRNL4+>ktE2{M+QAvlz;2M?kjiP6W
zi`YEQS+N*Lb3_+usF5H0W24Nf;dSJG1>*1hM*zQK$arsLhWTGo*0Uq0Ucg~zNQ1dX
z1Cbnyr2ZzaDf3_79y^HX<Y)IL%MexGwVJ)-=#liC<cROoI1O{%|8zxyKC&wQT!h-p
z5Mk(Ggue{yh>iM-w7Y!lOf1>m$4kSe55)0CyvHEbmek0*?tgFAcHFE;w@OrT>*Gzm
zsNt07ghxUPpx1G$Vk~^UA2Dzl^#Q*B`VN3Wcn7rkE#j|&!9n~0iaUF%8<DDXKxB1G
zL(F+qlN~-Yr}p3P=`8vN<i<VL-z<ZHQVDlwSMW)0btuTo<H^FdZY{-f*8aAf#Y?B_
zCRgTSSFKdZA$PUUSHD@1Ve>QGx>O>_;rH(!SND3GzhB^&L0%L@|MAnxk2m_qPmU0>
zoPWG_lf!cT$7_c1z4C7+(0~3h>)$>Ql*~VVCb)cL|MBww{{k@VdBq*BNzE%MV$*|K
NwRY&J#i|~;_&-i237P-^

literal 0
HcmV?d00001

diff --git a/fomichevks/docs/data/large.txt b/fomichevks/docs/data/large.txt
new file mode 100644
index 0000000..90a84ad
--- /dev/null
+++ b/fomichevks/docs/data/large.txt
@@ -0,0 +1,54 @@
+####################################################################################################
+#S                                                                                                  #
+# ################################################################################################ #
+# #                                                                                              # #
+# # ############################################################################################ # #
+# # #                                                                                          # # #
+# # # ######################################################################################## # # #
+# # # #                                                                                      # # # #
+# # # # #################################################################################### # # # #
+# # # # #                                                                                  # # # # #
+# # # # # ################################################################################ # # # # #
+# # # # # #                                                                              # # # # # #
+# # # # # # ############################################################################ # # # # # #
+# # # # # # #                                                                          # # # # # # #
+# # # # # # # ######################################################################## # # # # # # #
+# # # # # # # #                                                                      # # # # # # # #
+# # # # # # # # #################################################################### # # # # # # # #
+# # # # # # # # #                                                                  # # # # # # # # #
+# # # # # # # # # ################################################################ # # # # # # # # #
+# # # # # # # # # #                                                              # # # # # # # # # #
+# # # # # # # # # # ############################################################ # # # # # # # # # #
+# # # # # # # # # # #                                                          # # # # # # # # # # #
+# # # # # # # # # # # ######################################################## # # # # # # # # # # #
+# # # # # # # # # # # #                                                      # # # # # # # # # # # #
+# # # # # # # # # # # # #################################################### # # # # # # # # # # # #
+# # # # # # # # # # # # #                                                  # # # # # # # # # # # # #
+# # # # # # # # # # # # # ################################################ # # # # # # # # # # # # #
+# # # # # # # # # # # # # #                                              # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # ############################################ # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # #                                          # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # ######################################## # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # #                                      # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # #################################### # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # #                                  # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # ################################ # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # #                              # # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # # ############################ # # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # # #                          # # # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # # # ######################## # # # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # # # #                      # # # # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # # # # #################### # # # # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # # # # #                  # # # # # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # # # # # ################ # # # # # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # # # # # #              # # # # # # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # # # # # # ############ # # # # # # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # # # # # # #          # # # # # # # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # # # # # # # ######## # # # # # # # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # # # # # # # #      # # # # # # # # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # # # # # # # # #### # # # # # # # # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # # # # # # # # #  # # # # # # # # # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # # # # # # # # #  # # # # # # # # # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # # # # # # # # #  # # # # # # # # # # # # # # # # # # # # # # # # #
+# # # # # # # # # # # # # # # # # # # # # # # # #  # # # # # # # # # # # # # # # # # # # # # # # #E#
+####################################################################################################
\ No newline at end of file
diff --git a/fomichevks/docs/data/maze.py b/fomichevks/docs/data/maze.py
new file mode 100644
index 0000000..3581713
--- /dev/null
+++ b/fomichevks/docs/data/maze.py
@@ -0,0 +1,532 @@
+import sys
+from collections import deque
+import heapq
+import time
+import os
+from abc import ABC, abstractmethod
+from typing import List, Optional, Dict, Any
+
+
+DATA_PATH = r"C:\Users\Kirill\2026-rff_mp\fomichevks\docs\data"
+
+
+class Observer(ABC):
+    @abstractmethod
+    def update(self, event: str, data: Any = None):
+        pass
+
+
+class Observable:
+    def __init__(self):
+        self._observers: List[Observer] = []
+
+    def attach(self, observer: Observer):
+        self._observers.append(observer)
+
+    def detach(self, observer: Observer):
+        self._observers.remove(observer)
+
+    def notify(self, event: str, data: Any = None):
+        for observer in self._observers:
+            observer.update(event, data)
+
+
+class Tile:
+    def __init__(self, x: int, y: int):
+        self._x = x
+        self._y = y
+        self._wall = False
+        self._start = False
+        self._exit = False
+
+    @property
+    def x(self) -> int:
+        return self._x
+
+    @property
+    def y(self) -> int:
+        return self._y
+
+    @property
+    def is_wall(self) -> bool:
+        return self._wall
+
+    @is_wall.setter
+    def is_wall(self, v: bool):
+        self._wall = v
+
+    @property
+    def is_start(self) -> bool:
+        return self._start
+
+    @is_start.setter
+    def is_start(self, v: bool):
+        self._start = v
+
+    @property
+    def is_exit(self) -> bool:
+        return self._exit
+
+    @is_exit.setter
+    def is_exit(self, v: bool):
+        self._exit = v
+
+    def passable(self) -> bool:
+        return not self._wall
+
+    def __hash__(self):
+        return hash((self._x, self._y))
+
+    def __eq__(self, other):
+        if not isinstance(other, Tile):
+            return False
+        return self._x == other._x and self._y == other._y
+
+
+class Maze:
+    def __init__(self, w: int, h: int):
+        self._w = w
+        self._h = h
+        self._cells = [[Tile(x, y) for x in range(w)] for y in range(h)]
+        self._start: Optional[Tile] = None
+        self._exit: Optional[Tile] = None
+
+    @property
+    def width(self) -> int:
+        return self._w
+
+    @property
+    def height(self) -> int:
+        return self._h
+
+    @property
+    def start(self) -> Optional[Tile]:
+        return self._start
+
+    @property
+    def exit(self) -> Optional[Tile]:
+        return self._exit
+
+    def get_cell(self, x: int, y: int) -> Optional[Tile]:
+        if 0 <= x < self._w and 0 <= y < self._h:
+            return self._cells[y][x]
+        return None
+
+    def set_cell(self, x: int, y: int, kind: str):
+        c = self.get_cell(x, y)
+        if not c:
+            return
+        if kind == 'wall':
+            c.is_wall = True
+        elif kind == 'start':
+            if self._start:
+                self._start.is_start = False
+            c.is_start = True
+            c.is_wall = False
+            self._start = c
+        elif kind == 'exit':
+            if self._exit:
+                self._exit.is_exit = False
+            c.is_exit = True
+            c.is_wall = False
+            self._exit = c
+        elif kind == 'path':
+            c.is_wall = False
+
+    def neighbours(self, cell: Tile) -> List[Tile]:
+        result = []
+        for dx, dy in [(0, -1), (0, 1), (-1, 0), (1, 0)]:
+            nx, ny = cell.x + dx, cell.y + dy
+            nb = self.get_cell(nx, ny)
+            if nb and nb.passable():
+                result.append(nb)
+        return result
+
+
+class MazeLoader(ABC):
+    @abstractmethod
+    def load(self, filename: str) -> Maze:
+        pass
+
+
+class TextMazeLoader(MazeLoader):
+    def load(self, filename: str) -> Maze:
+        with open(filename, 'r', encoding='utf-8') as f:
+            lines = [line.rstrip('\n') for line in f.readlines()]
+
+        h = len(lines)
+        w = max(len(line) for line in lines) if h else 0
+
+        start_count = 0
+        exit_count = 0
+        maze = Maze(w, h)
+
+        for y, line in enumerate(lines):
+            for x, ch in enumerate(line):
+                if ch == '#':
+                    maze.set_cell(x, y, 'wall')
+                elif ch == 'S':
+                    maze.set_cell(x, y, 'start')
+                    start_count += 1
+                elif ch == 'E':
+                    maze.set_cell(x, y, 'exit')
+                    exit_count += 1
+                else:
+                    maze.set_cell(x, y, 'path')
+
+        if start_count != 1 or exit_count != 1:
+            raise ValueError(f"Maze must have one S and one E. Found: S={start_count}, E={exit_count}")
+
+        return maze
+
+
+class PathFinder(ABC):
+    def __init__(self):
+        self._visited = 0
+
+    @abstractmethod
+    def find(self, maze: Maze, start: Tile, goal: Tile) -> List[Tile]:
+        pass
+
+    def _reconstruct(self, parent: Dict[Tile, Optional[Tile]], start: Tile, goal: Tile) -> List[Tile]:
+        path = []
+        current = goal
+        while current is not None:
+            path.append(current)
+            current = parent.get(current)
+        path.reverse()
+        return path if path and path[0] == start else []
+
+    @property
+    def visited_count(self) -> int:
+        return self._visited
+
+
+class BFS(PathFinder):
+    def find(self, maze: Maze, start: Tile, goal: Tile) -> List[Tile]:
+        queue = deque([start])
+        parent = {start: None}
+        visited = {start}
+
+        while queue:
+            current = queue.popleft()
+
+            if current == goal:
+                self._visited = len(visited)
+                return self._reconstruct(parent, start, goal)
+
+            for neighbor in maze.neighbours(current):
+                if neighbor not in visited:
+                    visited.add(neighbor)
+                    parent[neighbor] = current
+                    queue.append(neighbor)
+
+        self._visited = len(visited)
+        return []
+
+
+class DFS(PathFinder):
+    def find(self, maze: Maze, start: Tile, goal: Tile) -> List[Tile]:
+        stack = [start]
+        parent = {start: None}
+        visited = {start}
+
+        while stack:
+            current = stack.pop()
+
+            if current == goal:
+                self._visited = len(visited)
+                return self._reconstruct(parent, start, goal)
+
+            for neighbor in maze.neighbours(current):
+                if neighbor not in visited:
+                    visited.add(neighbor)
+                    parent[neighbor] = current
+                    stack.append(neighbor)
+
+        self._visited = len(visited)
+        return []
+
+
+class AStar(PathFinder):
+    def _heuristic(self, cell: Tile, goal: Tile) -> int:
+        return abs(cell.x - goal.x) + abs(cell.y - goal.y)
+
+    def find(self, maze: Maze, start: Tile, goal: Tile) -> List[Tile]:
+        heap = []
+        counter = 0
+        start_f = self._heuristic(start, goal)
+        heapq.heappush(heap, (start_f, counter, start))
+        counter += 1
+
+        parent = {}
+        g_score = {start: 0}
+        f_score = {start: start_f}
+        visited = set()
+
+        while heap:
+            current_f, _, current = heapq.heappop(heap)
+            visited.add(current)
+
+            if current == goal:
+                self._visited = len(visited)
+                return self._reconstruct(parent, start, goal)
+
+            if current_f > f_score.get(current, float('inf')):
+                continue
+
+            for neighbor in maze.neighbours(current):
+                tentative_g = g_score[current] + 1
+
+                if tentative_g < g_score.get(neighbor, float('inf')):
+                    parent[neighbor] = current
+                    g_score[neighbor] = tentative_g
+                    new_f = tentative_g + self._heuristic(neighbor, goal)
+                    f_score[neighbor] = new_f
+                    heapq.heappush(heap, (new_f, counter, neighbor))
+                    counter += 1
+
+        self._visited = len(visited)
+        return []
+
+
+class MazeSolver(Observable):
+    def __init__(self, maze: Maze):
+        super().__init__()
+        self._maze = maze
+        self._algorithm: Optional[PathFinder] = None
+
+    def set_algorithm(self, algorithm: PathFinder):
+        self._algorithm = algorithm
+
+    def solve(self) -> Optional[Dict[str, Any]]:
+        if not self._algorithm:
+            raise ValueError("Algorithm not set")
+
+        start_time = time.perf_counter()
+        path = self._algorithm.find(self._maze, self._maze.start, self._maze.exit)
+        end_time = time.perf_counter()
+
+        elapsed_ms = (end_time - start_time) * 1000
+
+        return {
+            'time_ms': elapsed_ms,
+            'visited': self._algorithm.visited_count,
+            'path_length': len(path),
+            'path': path
+        }
+
+
+class Command(ABC):
+    @abstractmethod
+    def execute(self) -> bool:
+        pass
+
+    @abstractmethod
+    def undo(self) -> bool:
+        pass
+
+
+class MoveCommand(Command):
+    def __init__(self, player: 'Player', dx: int, dy: int, maze: Maze):
+        self._player = player
+        self._dx = dx
+        self._dy = dy
+        self._maze = maze
+        self._executed = False
+
+    def execute(self) -> bool:
+        new_x = self._player.position.x + self._dx
+        new_y = self._player.position.y + self._dy
+        target = self._maze.get_cell(new_x, new_y)
+
+        if target and target.passable():
+            self._player.move_to(target)
+            self._executed = True
+            return True
+        return False
+
+    def undo(self) -> bool:
+        if self._executed:
+            self._player.undo()
+            self._executed = False
+            return True
+        return False
+
+
+class Player:
+    def __init__(self, start_tile: Tile):
+        self._position = start_tile
+        self._previous = None
+
+    @property
+    def position(self) -> Tile:
+        return self._position
+
+    def move_to(self, tile: Tile):
+        self._previous = self._position
+        self._position = tile
+
+    def undo(self):
+        if self._previous:
+            self._position, self._previous = self._previous, None
+
+
+class ConsoleView(Observer):
+    def __init__(self, maze: Maze, player: Optional[Player] = None):
+        self._maze = maze
+        self._player = player
+        self._current_path: List[Tile] = []
+
+    def update(self, event: str, data: Any = None):
+        if event == "solving_finished":
+            self._current_path = data.get('path', [])
+            self._display_solution(data)
+
+    def _display_solution(self, stats: Dict):
+        os.system('cls' if os.name == 'nt' else 'clear')
+        print("=" * (self._maze.width * 2 + 4))
+        print("MAZE SOLUTION")
+        print("=" * (self._maze.width * 2 + 4))
+
+        for y in range(self._maze.height):
+            print("  ", end='')
+            for x in range(self._maze.width):
+                cell = self._maze.get_cell(x, y)
+                if cell == self._maze.start:
+                    print('S', end=' ')
+                elif cell == self._maze.exit:
+                    print('E', end=' ')
+                elif cell.is_wall:
+                    print('#', end=' ')
+                elif self._current_path and cell in self._current_path:
+                    print('●', end=' ')
+                else:
+                    print('.', end=' ')
+            print()
+
+        print("=" * (self._maze.width * 2 + 4))
+        print(f"Time: {stats['time_ms']:.3f} ms")
+        print(f"Visited: {stats['visited']}")
+        print(f"Path length: {stats['path_length']}")
+
+    def display_maze(self):
+        os.system('cls' if os.name == 'nt' else 'clear')
+        print("=" * (self._maze.width * 2 + 4))
+        print("MAZE")
+        print("=" * (self._maze.width * 2 + 4))
+
+        for y in range(self._maze.height):
+            print("  ", end='')
+            for x in range(self._maze.width):
+                cell = self._maze.get_cell(x, y)
+                if self._player and cell == self._player.position:
+                    print('P', end=' ')
+                elif cell == self._maze.start:
+                    print('S', end=' ')
+                elif cell == self._maze.exit:
+                    print('E', end=' ')
+                elif cell.is_wall:
+                    print('#', end=' ')
+                else:
+                    print('.', end=' ')
+            print()
+
+        print("=" * (self._maze.width * 2 + 4))
+        print("S - start  E - exit  # - wall  . - path  P - player")
+
+
+def interactive_mode(maze: Maze):
+    player = Player(maze.start)
+    view = ConsoleView(maze, player)
+    view.display_maze()
+
+    solver = MazeSolver(maze)
+    solver.attach(view)
+
+    commands_history: List[Command] = []
+
+    print("\nControls:")
+    print("H (←) J (↓) K (↑) L (→) - move")
+    print("U - undo")
+    print("B - BFS")
+    print("D - DFS")
+    print("A - A*")
+    print("Q - quit")
+    print("\n" + "=" * 50)
+
+    while True:
+        cmd = input("\n> ").lower().strip()
+
+        if cmd == 'q':
+            break
+
+        elif cmd == 'b':
+            solver.set_algorithm(BFS())
+            result = solver.solve()
+            if result:
+                print(f"BFS: {result['time_ms']:.3f} ms, visited={result['visited']}, length={result['path_length']}")
+
+        elif cmd == 'd':
+            solver.set_algorithm(DFS())
+            result = solver.solve()
+            if result:
+                print(f"DFS: {result['time_ms']:.3f} ms, visited={result['visited']}, length={result['path_length']}")
+
+        elif cmd == 'a':
+            solver.set_algorithm(AStar())
+            result = solver.solve()
+            if result:
+                print(f"A*: {result['time_ms']:.3f} ms, visited={result['visited']}, length={result['path_length']}")
+
+        elif cmd in ['h', 'j', 'k', 'l']:
+            dir_map = {'h': (-1, 0), 'l': (1, 0), 'k': (0, -1), 'j': (0, 1)}
+            dx, dy = dir_map[cmd]
+            move = MoveCommand(player, dx, dy, maze)
+
+            if move.execute():
+                commands_history.append(move)
+                view.display_maze()
+
+                if player.position == maze.exit:
+                    print("\n*** YOU ESCAPED! ***")
+                    print(f"Total moves: {len(commands_history)}")
+                    break
+            else:
+                print("Blocked!")
+
+        elif cmd == 'u':
+            if commands_history:
+                last_command = commands_history.pop()
+                last_command.undo()
+                view.display_maze()
+                print("Undo successful")
+            else:
+                print("Nothing to undo")
+
+        else:
+            print("Unknown command")
+
+
+def main():
+    if len(sys.argv) > 1 and sys.argv[1] == 'experiment':
+        import subprocess
+        subprocess.run([sys.executable, 'plots.py'])
+        return
+
+    loader = TextMazeLoader()
+
+
+    maze_file = os.path.join(DATA_PATH, "maze1.txt")
+
+    if not os.path.exists(maze_file):
+        print(f"ERROR: Maze file not found: {maze_file}")
+        print(f"Please create maze1.txt in: {DATA_PATH}")
+        return
+
+    maze = loader.load(maze_file)
+    interactive_mode(maze)
+
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/fomichevks/docs/data/maze1.txt b/fomichevks/docs/data/maze1.txt
new file mode 100644
index 0000000..07a3ed5
--- /dev/null
+++ b/fomichevks/docs/data/maze1.txt
@@ -0,0 +1,10 @@
+##########
+#S       #
+### ##### 
+#   #   E#
+# # # # ##
+#   #   # 
+####### #
+#        #
+# ###### #
+##########
\ No newline at end of file
diff --git a/fomichevks/docs/data/medium.txt b/fomichevks/docs/data/medium.txt
new file mode 100644
index 0000000..c8df775
--- /dev/null
+++ b/fomichevks/docs/data/medium.txt
@@ -0,0 +1,48 @@
+##################################################
+#S                                              #
+# ############################################# #
+# #                                           # #
+# # ######################################### # #
+# # #                                       # # #
+# # # ##################################### # # #
+# # # #                                   # # # #
+# # # # ################################# # # # #
+# # # # #                               # # # # #
+# # # # # ############################# # # # # #
+# # # # # #                           # # # # # #
+# # # # # # ######################### # # # # # #
+# # # # # # #                       # # # # # # #
+# # # # # # # ##################### # # # # # # #
+# # # # # # # #                   # # # # # # # #
+# # # # # # # # ################# # # # # # # # #
+# # # # # # # # #               # # # # # # # # #
+# # # # # # # # # ############# # # # # # # # # #
+# # # # # # # # # #           # # # # # # # # # #
+# # # # # # # # # # ######### # # # # # # # # # #
+# # # # # # # # # # #       # # # # # # # # # # #
+# # # # # # # # # # # ##### # # # # # # # # # # #
+# # # # # # # # # # # #   # # # # # # # # # # # #
+# # # # # # # # # # # #   # # # # # # # # # # # #
+# # # # # # # # # # # ##### # # # # # # # # # # #
+# # # # # # # # # # #       # # # # # # # # # # #
+# # # # # # # # # # ######### # # # # # # # # # #
+# # # # # # # # # #           # # # # # # # # # #
+# # # # # # # # # ############# # # # # # # # # #
+# # # # # # # # #               # # # # # # # # #
+# # # # # # # # ################# # # # # # # # #
+# # # # # # # #                   # # # # # # # #
+# # # # # # # ##################### # # # # # # #
+# # # # # # #                       # # # # # # #
+# # # # # # ######################### # # # # # #
+# # # # # #                           # # # # # #
+# # # # # ############################# # # # # #
+# # # # #                               # # # # #
+# # # # ################################# # # # #
+# # # #                                   # # # #
+# # # ##################################### # # #
+# # #                                       # # #
+# # ######################################### # #
+# #                                           # #
+# ############################################# #
+#                                              E#
+##################################################
\ No newline at end of file
diff --git a/fomichevks/docs/data/plots.py b/fomichevks/docs/data/plots.py
new file mode 100644
index 0000000..ad41b04
--- /dev/null
+++ b/fomichevks/docs/data/plots.py
@@ -0,0 +1,580 @@
+import csv
+import time
+import os
+import matplotlib.pyplot as plt
+import numpy as np
+from collections import deque
+import heapq
+
+from maze import DATA_PATH
+
+
+
+class Tile:
+    def __init__(self, x: int, y: int):
+        self._x = x
+        self._y = y
+        self._wall = False
+        self._start = False
+        self._exit = False
+
+    @property
+    def x(self) -> int:
+        return self._x
+
+    @property
+    def y(self) -> int:
+        return self._y
+
+    @property
+    def is_wall(self) -> bool:
+        return self._wall
+
+    @is_wall.setter
+    def is_wall(self, v: bool):
+        self._wall = v
+
+    @property
+    def is_start(self) -> bool:
+        return self._start
+
+    @is_start.setter
+    def is_start(self, v: bool):
+        self._start = v
+
+    @property
+    def is_exit(self) -> bool:
+        return self._exit
+
+    @is_exit.setter
+    def is_exit(self, v: bool):
+        self._exit = v
+
+    def passable(self) -> bool:
+        return not self._wall
+
+    def __hash__(self):
+        return hash((self._x, self._y))
+
+    def __eq__(self, other):
+        if not isinstance(other, Tile):
+            return False
+        return self._x == other._x and self._y == other._y
+
+
+class Maze:
+    def __init__(self, w: int, h: int):
+        self._w = w
+        self._h = h
+        self._cells = [[Tile(x, y) for x in range(w)] for y in range(h)]
+        self._start = None
+        self._exit = None
+
+    @property
+    def width(self) -> int:
+        return self._w
+
+    @property
+    def height(self) -> int:
+        return self._h
+
+    @property
+    def start(self):
+        return self._start
+
+    @property
+    def exit(self):
+        return self._exit
+
+    def get_cell(self, x: int, y: int):
+        if 0 <= x < self._w and 0 <= y < self._h:
+            return self._cells[y][x]
+        return None
+
+    def set_cell(self, x: int, y: int, kind: str):
+        c = self.get_cell(x, y)
+        if not c:
+            return
+        if kind == 'wall':
+            c.is_wall = True
+        elif kind == 'start':
+            if self._start:
+                self._start.is_start = False
+            c.is_start = True
+            c.is_wall = False
+            self._start = c
+        elif kind == 'exit':
+            if self._exit:
+                self._exit.is_exit = False
+            c.is_exit = True
+            c.is_wall = False
+            self._exit = c
+        elif kind == 'path':
+            c.is_wall = False
+
+    def neighbours(self, cell):
+        result = []
+        for dx, dy in [(0, -1), (0, 1), (-1, 0), (1, 0)]:
+            nx, ny = cell.x + dx, cell.y + dy
+            nb = self.get_cell(nx, ny)
+            if nb and nb.passable():
+                result.append(nb)
+        return result
+
+
+class TextMazeLoader:
+    def load(self, filename: str):
+        with open(filename, 'r', encoding='utf-8') as f:
+            lines = [line.rstrip('\n') for line in f.readlines()]
+
+        h = len(lines)
+        w = max(len(line) for line in lines) if h else 0
+
+        start_count = 0
+        exit_count = 0
+        maze = Maze(w, h)
+
+        for y, line in enumerate(lines):
+            for x, ch in enumerate(line):
+                if ch == '#':
+                    maze.set_cell(x, y, 'wall')
+                elif ch == 'S':
+                    maze.set_cell(x, y, 'start')
+                    start_count += 1
+                elif ch == 'E':
+                    maze.set_cell(x, y, 'exit')
+                    exit_count += 1
+                else:
+                    maze.set_cell(x, y, 'path')
+
+        if start_count != 1 or exit_count != 1:
+            raise ValueError(f"Maze must have one S and one E. Found: S={start_count}, E={exit_count}")
+
+        return maze
+
+
+class BFS:
+    def __init__(self):
+        self._visited = 0
+
+    def find(self, maze, start, goal):
+        from collections import deque
+        queue = deque([start])
+        parent = {start: None}
+        visited = {start}
+
+        while queue:
+            current = queue.popleft()
+
+            if current == goal:
+                self._visited = len(visited)
+                return self._reconstruct(parent, start, goal)
+
+            for neighbor in maze.neighbours(current):
+                if neighbor not in visited:
+                    visited.add(neighbor)
+                    parent[neighbor] = current
+                    queue.append(neighbor)
+
+        self._visited = len(visited)
+        return []
+
+    def _reconstruct(self, parent, start, goal):
+        path = []
+        current = goal
+        while current is not None:
+            path.append(current)
+            current = parent.get(current)
+        path.reverse()
+        return path if path and path[0] == start else []
+
+    @property
+    def visited_count(self):
+        return self._visited
+
+
+class DFS:
+    def __init__(self):
+        self._visited = 0
+
+    def find(self, maze, start, goal):
+        stack = [start]
+        parent = {start: None}
+        visited = {start}
+
+        while stack:
+            current = stack.pop()
+
+            if current == goal:
+                self._visited = len(visited)
+                return self._reconstruct(parent, start, goal)
+
+            for neighbor in maze.neighbours(current):
+                if neighbor not in visited:
+                    visited.add(neighbor)
+                    parent[neighbor] = current
+                    stack.append(neighbor)
+
+        self._visited = len(visited)
+        return []
+
+    def _reconstruct(self, parent, start, goal):
+        path = []
+        current = goal
+        while current is not None:
+            path.append(current)
+            current = parent.get(current)
+        path.reverse()
+        return path if path and path[0] == start else []
+
+    @property
+    def visited_count(self):
+        return self._visited
+
+
+class AStar:
+    def __init__(self):
+        self._visited = 0
+
+    def _heuristic(self, cell, goal):
+        return abs(cell.x - goal.x) + abs(cell.y - goal.y)
+
+    def find(self, maze, start, goal):
+        import heapq
+        heap = []
+        counter = 0
+        start_f = self._heuristic(start, goal)
+        heapq.heappush(heap, (start_f, counter, start))
+        counter += 1
+
+        parent = {}
+        g_score = {start: 0}
+        f_score = {start: start_f}
+        visited = set()
+
+        while heap:
+            current_f, _, current = heapq.heappop(heap)
+            visited.add(current)
+
+            if current == goal:
+                self._visited = len(visited)
+                return self._reconstruct(parent, start, goal)
+
+            if current_f > f_score.get(current, float('inf')):
+                continue
+
+            for neighbor in maze.neighbours(current):
+                tentative_g = g_score[current] + 1
+
+                if tentative_g < g_score.get(neighbor, float('inf')):
+                    parent[neighbor] = current
+                    g_score[neighbor] = tentative_g
+                    new_f = tentative_g + self._heuristic(neighbor, goal)
+                    f_score[neighbor] = new_f
+                    heapq.heappush(heap, (new_f, counter, neighbor))
+                    counter += 1
+
+        self._visited = len(visited)
+        return []
+
+    def _reconstruct(self, parent, start, goal):
+        path = []
+        current = goal
+        while current is not None:
+            path.append(current)
+            current = parent.get(current)
+        path.reverse()
+        return path if path and path[0] == start else []
+
+    @property
+    def visited_count(self):
+        return self._visited
+
+
+class MazeSolver:
+    def __init__(self, maze):
+        self._maze = maze
+        self._algorithm = None
+
+    def set_algorithm(self, algorithm):
+        self._algorithm = algorithm
+
+    def solve(self):
+        if not self._algorithm:
+            raise ValueError("Algorithm not set")
+
+        start_time = time.perf_counter()
+        path = self._algorithm.find(self._maze, self._maze.start, self._maze.exit)
+        end_time = time.perf_counter()
+
+        elapsed_ms = (end_time - start_time) * 1000
+
+        return {
+            'time_ms': elapsed_ms,
+            'visited': self._algorithm.visited_count,
+            'path_length': len(path),
+            'path': path
+        }
+
+
+
+
+
+DATA_PATH = r"C:\Users\Kirill\2026-rff_mp\fomichevks\docs\data"
+
+
+class ExperimentRunner:
+    def __init__(self):
+        self.algorithms = {
+            "BFS": BFS(),
+            "DFS": DFS(),
+            "A*": AStar()
+        }
+        self.loader = TextMazeLoader()
+
+    def run_benchmark(self, maze_file: str, algorithm: str, runs: int = 5):
+        try:
+            maze = self.loader.load(maze_file)
+        except Exception as e:
+            return None
+
+        total_time = 0.0
+        total_visited = 0
+        total_length = 0
+        successes = 0
+
+        for _ in range(runs):
+            solver = MazeSolver(maze)
+            solver.set_algorithm(self.algorithms[algorithm])
+            result = solver.solve()
+
+            if result and result['path_length'] > 0:
+                total_time += result['time_ms']
+                total_visited += result['visited']
+                total_length += result['path_length']
+                successes += 1
+
+        if successes == 0:
+            return None
+
+        return {
+            'time_ms': total_time / successes,
+            'visited_cells': total_visited / successes,
+            'path_length': total_length / successes,
+            'success_rate': successes / runs
+        }
+
+    def run_all_experiments(self, runs: int = 5):
+        mazes_list = [
+            (os.path.join(DATA_PATH, "small.txt"), "Small (10x10)"),
+            (os.path.join(DATA_PATH, "medium.txt"), "Medium (50x50)"),
+            (os.path.join(DATA_PATH, "large.txt"), "Large (100x100)"),
+            (os.path.join(DATA_PATH, "empty.txt"), "Empty"),
+            (os.path.join(DATA_PATH, "no_exit.txt"), "No exit")
+        ]
+
+        results = []
+
+
+        print("running experiments")
+
+        print(f"Data path: {DATA_PATH}")
+
+
+        for maze_file, maze_name in mazes_list:
+            if not os.path.exists(maze_file):
+                print(f"\n[warn] File not found: {maze_file}")
+                continue
+
+            print(f"\nTesting: {maze_name}")
+
+            for algo_name in self.algorithms.keys():
+                stats = self.run_benchmark(maze_file, algo_name, runs)
+
+                if stats:
+                    print(
+                        f"  {algo_name}: time={stats['time_ms']:.3f}ms, visited={stats['visited_cells']:.0f}, length={stats['path_length']:.0f}")
+                    results.append({
+                        'maze': maze_name,
+                        'strategy': algo_name,
+                        'time_ms': stats['time_ms'],
+                        'visited_cells': stats['visited_cells'],
+                        'path_length': stats['path_length'],
+                        'success_rate': stats['success_rate']
+                    })
+                else:
+                    print(f"  {algo_name}: no path found")
+                    results.append({
+                        'maze': maze_name,
+                        'strategy': algo_name,
+                        'time_ms': -1,
+                        'visited_cells': -1,
+                        'path_length': -1,
+                        'success_rate': 0
+                    })
+
+        return results
+
+
+def create_visualizations(results):
+    valid_results = [r for r in results if r['time_ms'] > 0]
+    if not valid_results:
+        print("no valid results for visualization")
+        return
+
+    mazes = sorted(set(r['maze'] for r in valid_results))
+    algorithms = ['BFS', 'DFS', 'A*']
+
+    fig, axes = plt.subplots(1, 3, figsize=(15, 5))
+    fig.suptitle('pathfinding algorithms comparison', fontsize=14)
+
+    x = np.arange(len(mazes))
+    width = 0.25
+
+    # Time chart
+    for i, algo in enumerate(algorithms):
+        times = []
+        for maze in mazes:
+            val = next((r['time_ms'] for r in valid_results
+                        if r['maze'] == maze and r['strategy'] == algo), 0)
+            times.append(val)
+        bars = axes[0].bar(x + i * width, times, width, label=algo, alpha=0.8)
+        for bar, val in zip(bars, times):
+            if val > 0:
+                axes[0].text(bar.get_x() + bar.get_width() / 2, bar.get_height() + 0.5,
+                             f'{val:.1f}', ha='center', va='bottom', fontsize=7)
+
+    axes[0].set_title('execution Time (ms)')
+    axes[0].set_ylabel('time (ms)')
+    axes[0].set_xticks(x + width)
+    axes[0].set_xticklabels(mazes, rotation=45, ha='right', fontsize=8)
+    axes[0].legend()
+    axes[0].grid(alpha=0.3, axis='y')
+
+    # Visited cells chart
+    for i, algo in enumerate(algorithms):
+        visited = []
+        for maze in mazes:
+            val = next((r['visited_cells'] for r in valid_results
+                        if r['maze'] == maze and r['strategy'] == algo), 0)
+            visited.append(val)
+        bars = axes[1].bar(x + i * width, visited, width, label=algo, alpha=0.8)
+        for bar, val in zip(bars, visited):
+            if val > 0:
+                axes[1].text(bar.get_x() + bar.get_width() / 2, bar.get_height(),
+                             f'{val:.0f}', ha='center', va='bottom', fontsize=7)
+
+    axes[1].set_title('visited Cells')
+    axes[1].set_ylabel('count')
+    axes[1].set_xticks(x + width)
+    axes[1].set_xticklabels(mazes, rotation=45, ha='right', fontsize=8)
+    axes[1].legend()
+    axes[1].grid(alpha=0.3, axis='y')
+
+    # Path length chart
+    for i, algo in enumerate(algorithms):
+        lengths = []
+        for maze in mazes:
+            val = next((r['path_length'] for r in valid_results
+                        if r['maze'] == maze and r['strategy'] == algo), 0)
+            lengths.append(val)
+        bars = axes[2].bar(x + i * width, lengths, width, label=algo, alpha=0.8)
+        for bar, val in zip(bars, lengths):
+            if val > 0:
+                axes[2].text(bar.get_x() + bar.get_width() / 2, bar.get_height(),
+                             f'{val:.0f}', ha='center', va='bottom', fontsize=7)
+
+    axes[2].set_title('path Length')
+    axes[2].set_ylabel('steps')
+    axes[2].set_xticks(x + width)
+    axes[2].set_xticklabels(mazes, rotation=45, ha='right', fontsize=8)
+    axes[2].legend()
+    axes[2].grid(alpha=0.3, axis='y')
+
+    plt.tight_layout()
+
+    output_path = os.path.join(DATA_PATH, 'experiment_results.png')
+    plt.savefig(output_path, dpi=150, bbox_inches='tight')
+    print(f"\nPlot saved to: {output_path}")
+    plt.show()
+
+
+def save_results_to_csv(results, filename='experiment_results.csv'):
+    if not results:
+        return
+
+    filepath = os.path.join(DATA_PATH, filename)
+    with open(filepath, 'w', newline='', encoding='utf-8') as f:
+        fieldnames = ['maze', 'strategy', 'time_ms', 'visited_cells', 'path_length', 'success_rate']
+        writer = csv.DictWriter(f, fieldnames=fieldnames)
+        writer.writeheader()
+        writer.writerows(results)
+
+    print(f"Results saved to: {filepath}")
+
+
+def analyze_efficiency(results):
+    valid_results = [r for r in results if r['time_ms'] > 0]
+    if not valid_results:
+        print("no valid results for analysis")
+        return
+
+    algo_stats = {}
+    for algo in ['BFS', 'DFS', 'A*']:
+        algo_data = [r for r in valid_results if r['strategy'] == algo]
+        if algo_data:
+            algo_stats[algo] = {
+                'avg_time': sum(r['time_ms'] for r in algo_data) / len(algo_data),
+                'avg_visited': sum(r['visited_cells'] for r in algo_data) / len(algo_data),
+                'avg_length': sum(r['path_length'] for r in algo_data) / len(algo_data)
+            }
+
+
+    print("average values across all mazes")
+    print(f"{'Algorithm':<12} {'Time (ms)':<15} {'Visited':<15} {'Path length':<15}")
+
+    for algo, stats in algo_stats.items():
+        print(f"{algo:<12} {stats['avg_time']:<15.3f} {stats['avg_visited']:<15.1f} {stats['avg_length']:<15.1f}")
+
+    fastest = min(algo_stats.items(), key=lambda x: x[1]['avg_time'])
+    optimal = min(algo_stats.items(), key=lambda x: x[1]['avg_length'])
+    efficient = min(algo_stats.items(), key=lambda x: x[1]['avg_visited'])
+
+    print("conclusions:")
+    print(f"  fastest algorithm: {fastest[0]} ({fastest[1]['avg_time']:.3f} ms avg)")
+    print(f"  optimal path: {optimal[0]} ({optimal[1]['avg_length']:.1f} steps avg)")
+    print(f"  most efficient (fewest visits): {efficient[0]} ({efficient[1]['avg_visited']:.0f} cells avg)")
+    print("=" * 70)
+
+
+def main():
+
+
+    if not os.path.exists(DATA_PATH):
+        print(f"\nerr: directory not found: {DATA_PATH}")
+        print("please create the directory and place maze files there.")
+        print("\nexpected structure:")
+        print(f"  {DATA_PATH}/")
+        print("    ├── small.txt")
+        print("    ├── medium.txt")
+        print("    ├── large.txt")
+        print("    ├── empty.txt")
+        print("    └── no_exit.txt")
+        return
+
+    runner = ExperimentRunner()
+    results = runner.run_all_experiments(runs=5)
+
+    if not results:
+        print("\nNo results. Check if maze files exist in:", DATA_PATH)
+        return
+
+    save_results_to_csv(results)
+    analyze_efficiency(results)
+    create_visualizations(results)
+
+
+
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/fomichevks/docs/data/small.txt b/fomichevks/docs/data/small.txt
new file mode 100644
index 0000000..e21dcdf
--- /dev/null
+++ b/fomichevks/docs/data/small.txt
@@ -0,0 +1,10 @@
+##########
+#S       #
+### ##### 
+#     # E#
+# # # # ##
+#   #   # 
+####### #
+#        #
+# ###### #
+##########
\ No newline at end of file