From 15402bc07684e09d3a5c74a8ef6a9f90eff84f6c Mon Sep 17 00:00:00 2001 From: 4eker <423785z@gmail.com> Date: Sun, 10 May 2026 18:50:24 +0300 Subject: [PATCH] summarizing the results of the work performed --- pomelovsd/DataStruct/analysis.png | Bin 0 -> 129099 bytes pomelovsd/DataStruct/results.csv | 36 +++++++++++++-------------- pomelovsd/DataStruct/results.md | 40 ++++++++++++++++++++++++++++++ 3 files changed, 58 insertions(+), 18 deletions(-) create mode 100644 pomelovsd/DataStruct/analysis.png create mode 100644 pomelovsd/DataStruct/results.md diff --git a/pomelovsd/DataStruct/analysis.png b/pomelovsd/DataStruct/analysis.png new file mode 100644 index 0000000000000000000000000000000000000000..66b637f1d5b8fa69c0036ea84c2ef3a93213c482 GIT binary patch literal 129099 zcmeFaXH=Ev)&;sP(HL8d3K2yT#ZHkfC}5(fh=Qn8DJs&NQUz%qj}1fxmEJ@J-82C~ z=_E!3se+p(MWsnsw)A%A+D4M&Ip4kC9rwq*W8A|SA&7hL_kEwT)?9PW^?3P!^6vTH z@qEW%Fy<@n*?Ew`m|ezTd{g)BEd0jVaOo!ePufmF)9#S9k)7i)8$-taV|FJktnDmJ zkN@OgXk%+?Z6zioDI_NFlZl<(Nn06VVaur(2wB@03zzn1_v1t6oZO>j%U~=#M*mH_ zFCT5nn8siz?)>HO>5#5^$D2$0$K@y5%DI+m{_@K&_kz}Q34A}-^U`r)k(bqSi3+zEZT6iS%BpZ@u0MubS&_Sv6*_ArT<@%g9i zKg_rL^Y8aWo?YGCX@&p$EvUrxQ9pXdFbzr4P42JfFg`u_JrKaa$J z$MnBTin9{_yQBUaP&fnxHA z)@nJm+^WcQVn4EOl)ENBae9Y8nxr!9?Dw*QRPZcUET3T9)r6)FsHH1XM+CSmaEIe*5Xpj#Egno30l9p zugdcKMqvEJ9L@9svA%iYl1blemdD>qkG#Lby~U_A?r{n3M>l$y&*j5!rYxpf=*onK^ zyS&Zb|FHMCzpg{UlT%IQi3ZOVoa@rs!h*8~YB!zfO5APw-3&h-WO)0B4bGkSRKn%d za(Zzs)7Pn%R%tC1IUrc<8mRHN@^;HroaPExrSC7+H+Zy+}Jvu!5K&Rt} z-)2{BS)+rOdEeR7S`>KW?bD0K-6>VdPEJlTcJHsxSh#JobymMRD}YI+Ob=k5r}0vBR|cZeLvaBK5UZFpb)9i+?HC5ewC(l;Fm8 zp>U_xKpu8%w_Vuec&~d!l3}5?$|ie!vLU-zs`R@}vDfiDh8KAq^4X>G`UbA8#>ey@ z-)*(sGAL=Cr6NCW=TLX*x!wD+pZ5oe2lhTmXLd^moq3VC+&WW4_RK(0U!idLe97vg zx0QDf;pgZxgFQ8N75mvaljFh#8vfr8)s(vVu{88$X>J}{)!XDPGd@untHoM5TC%nG zL~quha%W}SAyri$*MXXKhobg9sBmUEyhyClcb6UQ$*`8O@3@Hvk4<{9u?FKI<~BCO zuOGT<;2F1mQFWq0=eW}>o^V46rB@ExHQ&fi@J$ZwPOW!%{m80brcgM?Wn`c`_)Krs z<4Pwt*9>Xf)}l{cHOZCT!#7mq0`W4zO>vJ7YNuKRu9S5?Q5Nxw+F)tDpL;z*$PHX{ z-pXxH%xXt_bHZ0&+a}r>o2;yzVs>i*ugr;H%hZB9*W}W3+kP6}c<57Sm9XXO)cu8i zg2`CshSd*`1xni*c_-TH57t`gOBv){3Bl8;rNv;?N;hBM(Kj*LtFgQaVS}Q?{X18g ziLujW%(@#J8=JSGVAG~ew!hC=clXF+E7O;e3hGBJQ|9rAuMc+}&`LSQ-YWP$KBGrF zrC7UcZG5qu-)g~AG676 zSJ>ISqgq8=H`eaon`~4pYEk`=XK);!Kyhng=()Uluv|{*BwMI0sZgj87v?}^Qvd$H-z z5(V$Xxf#O8RFf2NjS~6EF|!J<$owGlcrEh*%>c`HbyZ#em@9NYaRCCK9?MoLr$4Z< zu_W?DRodegzav64>O$E=?}oEyvCp`1uVD+s#sX({ys8{3V~9}ppw?Oo+pSb?R3K-xzLy!sc52kfeSC3s*|d(M16?(N66Wfj zk@;9w{&=rE&C38bFpt6Rt1AM9bkk4#acPm-{MJy1+6@NJuNJokTZi#GwcqnEe{9`I z(=pjNIXG#^Qqw3NA8ZUaxF#!!NdL=)1-#mpVcoSUh50_KZJ*AUI=p|mgxTTRRLkH8 zhoaS&pD7f4+>ECvoHl#K^+l_9-BpWG50tdjrtPVq-9}^OKKiDFizY-x67c(~L( ztZ`!CG0hc?g;DukMd|KG6{1E(0o#y1XpGpyZQ<(_m8Dy5c45NPKISc_-?W9;mM9`j z^}WAyt@TXfsGe_v!%*C#^1Z{w)^0Zjx?i_FT_|7F>o%BSk=`EVG%?(kT&ZoYc4PvB z=jSceutneHqXMm_*4X5dy_g-FcbC^y-nYNwEy8hpRwPM$GGSDALQ2@MX;a~x zbs-13m43K)5>coX;k+c!I4qE&;n0V-!@n(byRM<niDtnV_kmWQ+J53T`BL-Rc-OO-l3fpqY`O~;$LWH@x&U^|>ZR5h)L+V9&;p&z?Oy?<0E z+E8VQ+0@4SZl6Wl}H$2;|%-rv4x)>Wi`{VMNPqq--j)N)F7 z{S#Dz&)Ag#*!X65jc&!B*)T6uX!44|iBNVHVug&JCXD*2|Y}3%TL1?G*Y3;5EscL_uUN;~RAX)OoajZPgGpglJ{K_2|2@*k%b~m05ECywG1OFX zw?O0hr1whMbhFoe_H#4#>uA~vYlv298He6#3p*p^*x+Q$dPFI?Akw&MYtNI_yjvZL z5D$GRTr3keIUwWE6_7R9FuJ@`JEZ842124%rQVtDD?f^?LQ211gH<4Q>fIlQ4;yzX>zC?t4=OvtdKS&Qr=8<_-{Eu5s9%Vg37`d$pwC9C| zqZa)9EMKq4^`3OKJqKyl6adyfVxSY&dqxh8u}f(@m#zytecb2nP!r#z zro^>7S7n$c*y$oj=1kMxoJlvIyFUWo{TerzJ=$~R5w1}CXsNp9?Je&k&N1D>Hy``e z=kAui{M9kuXZi}(dGS9J#ty?p->JBd9P+tajfwUGAUW(EEMsq`iZ9y7>^K8pqi0u^ ziFx+Av~7L%=C^Y(QKhbWE1jBs%$hWGPCYx0SQRf4UM$s^Sq(fC;}$-ujqGKwpt|H4 z)~7l>d^NT|Q`QQp>e;O276+&rQmdf+!oQ)xeRAB)0CiHk8C$?Jl5W-$DeLgK8>)$= zfOs3O%8k5Vr6_`N#mye?Yc5a#Qt&jmDjik3O@6rf#&IOBIQvku<5KtwH8YSqI9Yl2&f%cI^i#ugqN`)+>tf_FY2LObA=T5}{K8D8%#F(+g_* zM@P(0HF-;M0V1xyiu`>XcdlmOHjo^?G)_BZBkc*Z!Y6P3G1rs-8D?2?iGr#Qa=C)< zyHfWF+mus)^{2h7?A_dF=u7oBzMswKa)5ust}8z#=C&DN!3ZKkb zk=M0!w!GGeHRcI4wU@VWb> zJt~;F-@WCQ1|9-QQq$ZU?|xioqlCX3A9x)j>(G-r(&?^b`#6U%~kxHb06zq_>B z6I(GOZ@>xhkA}=F)5un=4ns!NF+41g^6Rb-29@~_O zkxp(bOlHu;t3xVF6+MqwrQI{D{be@q;n;`2e@DB)8Wnsbw&gQ~D-FwuxuZGFcW)?f zeDUIi=f|e!8q2ZWUb9Xw$j+`C4jgoHZw)lY%n%UFeO_#xv+P56(~=&BJw{8anXmy? zO(>OK(%3RKuT*y%Hs||DetH$To9xAdjpxEE!y`8ZcU&@l>#*5-00;o|3f?jcy3 zf_!K&)*b~xP9NY$YTmmvCEKtl? zo%ihlvl+AI?LkEt? z-D&lv(V@OB{qy^pV{+OmW3UCdZs%?167`yL>88g^c#;EeIR47YxN%VC+@f~Pq8Xq*S1LH`QhM+ z@X4`t30VW$3uHf)ePh+wnhwm6j09_h6%*^wJY1!F>e6i-z zR^j5zEXm!x_J@O{to542!{;XNpD5Iy@Lj5*BSIi8#mVZ)+Y4IuEH(4u??Bhs0YD`! zQSiZCwSc6F?SIt6L2OiS(gh`ZDcR+6(X zg_O!qX4Wn`R`9!VPHmB^tQ^Lp&ULWf36w!+_q-kK)uoJkpDYWwj#y{eqo_Y;7VVx5 zvVz!$aIhc}dBR<7@7luMDJ9&Uq10sKBqMJNUL6DRD7Bt3PS7~Ti~-+Ec5++to9r}=l8eA0C5uR8!#Lp zjUWPc<(^md?~;*v?1CJV24r^#w}Mhx;8h>jI`%6TKKfvH(X1@z{=L3DY4_H9juFKL zV#gNjhQ`*7ZmJXh+mMB|kRp?@*A54}ySDgAROyJJU@ul&7kYD3{F7C}S)UGO6>)1i zfEs-DOKF%a_`h%hT|h?$@tJ)uEON#N2;`cF95kc+_i;!~LstTXUVe1ATM*EP5z=1hzz4uV7`BD z-@t3@=tI%UNST8-Er82nPw4|nGJC>De>?8h)G7x~W$Pa*z(ie%&sTzIJJW})%c)%` z)A#?}-8pN)iU91ZXz)wYT@Rny&;Xb1SQsbLb8ewr{)F>QQiH%$=;TSg8S&v9A zVuL18ahBiNeT~`K4)E!G+b?kotq`6HfHm{+twU7ovDA+U6074qO7O7Gwp3OktjfMh zSE^w0%*rU`&>%H+t$TS*-2GW%M2R{Ly}g+HbivjWD9AWF33z=4@`-(RHupoj;Z(!R z)_nkVnD*h;bNmv@lR+-5lj8tv0Y0mDM`l-f{Gw4*wSR==2nb+DGCu)d&`%#sk_-S>>{z4EJ<1=MS)`GIxo_!E-^@{VcWFo~sXUi8?$vvPxHWM1ZOZyq%R3*F@3 zUOhO(-EMvKShBt)#SU@nhHaZ-AO4z+a@ZK#HBLs&_(8td_6@GVNzX9L!GJeg5;FVt z8kK|u0`zaBd5dG8MkdMrX#26b;6_D)eoiJZ1nmzt73~zD&B{wh-P4!6?s$1;ch!%N zBMLqDh0Dnjj-djFS<&NOk1Rb|pyGD0Q}WLZ=}XHKJoP?3z$@ZJYYH{#ftyx$J#{QzVOU?(zT?&Kgf(;F(xpq6ZFR7atULL1tj|BED7`a2m?)U{Ww(hw z%MzHOnfhdw%ywC-ZhLYjCorCq1#5#X4obKJKT6~&gXSh$5fno?_8rsuex<{b1HN`h zA9;^}nzkZ;xhQXW`%lgrRowb+T;Y??&U*rCPX|+##jd44ur4>jEP|bisF3pt|>fp8vAzSk-M2)uB--bIH zHv=6V?&di_RUcN9W~YHZrg|Qq+%~ExQ3khWjLDC;tEiP$MQT@9S;nKRmk>OXI+nNg zDJYH`lyN;~EXbcPRd*ev!PaxL7nTHDXKO{vD7^(VETq@CjgPbdl*A9Lps+>*8>g?c zXQFX-{VjFv4JxwzhrLJ5&&XG)`3vbX<9!Ax$+-_b<+B-Sk2a>sL^kNKl+G|YMrKJUUtu|=3Ro*W-knVc9G!(W*VmS)8dNa?oO#-~+n14}l}sS_tb zmoU2@j#5mBd)y!cMC6q6T+rgqhiLh6Q>yZqjbI5qrp;h>gqZiF)a7i5i3J0d)|)+Q zmNnVATe>vm_wP0}zd5(CWR1U$FO9^ykdwc=v}M)V6c!IUC$O^@Ai_Ahee}{l9IRet z@et*`V0mNi?lUw5F2W-BvrMg7I|1tn=vfyco(oaX@Ew|@tnB0fxF_bI|LusCFLzU zNrdOHRfQ0$m(0nDQE4ol)+0~fxwy##%f;xP83E!d0c_MTw;GOeo#PcG=$nu#j6|UX zc07~#7Pjk3E{EVPRi~cw`h(qm&Wd6U7^YYs^zU*8z=;Mi6)0k`D-4S;#HFub7#zHq z%g_gForZTO!VYc{7A^&M?Mr;xjM)o{kn8d^-Il1=1KqlwxpRp@2Y{l^6PS{B>*;sjj`UTuKPA zQSbfgfE&#eMX?x&o3}jMlv-mH%&*_AGeM-X#5lq5f6iHK)A1mBts?O%R3j4`CuUL> z!L+{P4&sb*VtJ1HB=gXrtKSByOB-d@_-a=@o)z_M1zNU?y_XU2Hce z=sZcpsl3|Omhv#+NT1q_P%I~5^41J@hzEn$=uJjZ+XjZ!D&@Hj zI8i6mwM?PKVhP0Jwj)EtL$I5-O!V%qsDP@v&`R2mn7mu(7Rao}D$`d}e<0{T#txq> zg3M-FkPrA~mRE@

$5hu4L7&2-FxI=#J^D(y=d|_1Y@KlIl^O-E$jId=Y7H?vi-wSW@E{ zxVDsz#9)gg#Re>7s54s#e|zVoT=?nF4U1@41b(IB$_i;w5`8JRSR_8Eu14IQ)(HV557=}HtkX!vU2*7*4FM#Nq1?n}LC zyPMo)9}9G4|5Kru%a#{4z%o!w+0X}!0M~O>Su{3^qvK!=sfSz@Z0`R1cBZ zffgjznk4Fv2^aah*+`ru>>3pZp*(Y1Bh~0)OVl>9`@UdFL0ZD(1z@&0yOC^1w=tX7 z?tt9bho{7;lln_+SmuY{=Q<%{nXhn7C6PKV6PwKmPiroFOSg|Tn+2{_4En#B9)cpN z2n5#&y>0{1t#$1DQs(%0k-4hgV=#jp$PB`kLln%7bu9^zrV_Fo#6FR_%AN8^AY&L5 zrhRDJ`1cuGh-rmrZbb4c$!(ynHWLR`vW;D|4b^V@>&Mo_h;as!LOW6_#R)Kh3hMf< z{VPttIh*!A(#z(}+1ag-Z3-N-*`f3T%*3RNzZ2r}E9XBNLEfqv)Y1lB;ri+2@XKp% zHz{PifRZy&`ZT4+VNOP%hzGo@N;9!wsT4QFo>GAfzy>wc_WNAn zB4C81Mz_&5ij)EgEK$5-^&7Mqqx>x1FI9h&sh~765FsY3<|U`gfzoBf$Whuu}Gs z(m+5s4TXdaiUcFnE3A@%8vKzW8ZVQENm$$v@$FL2K~oqeRNbUMd@ zy_3j}2;wJpL)7fmeJXU@8?w#-n(#W-soFc7Ppi~-9|uLgmbh2iK}7b%rBpJbjpt}G zmoNk#LGFy-bFf>TSapoRGl(skF5o!S4Av=!X!36$Y(*^RdfG$4CS1>UEw?;ehiD+t zDhuZO-8%VU#l%{(n5E!0glivL>wkhxXbbK+CXd(zFwfWA#|+~7i_c7A(6z8UVydwX zyg-3yc%MNu0pE}K!u=$h9dB;=cw&51!#f-->Zt~&wxx~ZJ&s-|ow&(b^AXkRlhZ(y z=0zwqdWC3_Mq=|Rps4Xgp3gpwP!!`m48-6`>?w+)9f_zaxIuUte#CFN#zzMeQtQ$> zWd|#vLPP=(KEuk@$OJ=5G$<)$R1s}K-RcGMlc&_x_Z{+cjHGKcH3P)IW{X~=Zq zJTYO97lTIwuK-8S1Eo>4j+%Ltxj{-0CJ9%97llOIBVXI2S@-} zFDxv~A^j0vpHVT>G(48B;8YJq{@QVbf(owVjX4DPWd%l|- z_m-on#gHMmYpg&reO7Cppv$3?X)^S(oR@Oz+Np}5u46i>1c^VW#yERn@o_71b-;%5 z*!qZHKt{Ih8YT|cW8;6xo!Qr)(^g~tvnO3Sv_rTsw$!ju?IfbzF>>F;K z13LDpeFMSaY3}Q6tx0YIdvt(a^bA2I zC-*tm`E9F9w>PmZ3%T?k13_}rG*ivYV=r9P_AX&^G7HnlOnpH9DAaaikwY*@X?IUH z_%^8X*}qbiXbrr(9uAt7C{zHo6KaBnKO;5A zED|F|3A_zjzk~9ZAW{kz=W(s=;Qr1&doN$zwg%$nViWUto)JKK2No@$H`D9*M^P13 zfzy*^b%V8;?pxtYFbkF8(q(rXPnURGGo<&n4cXb3o}^@)gc6qcnR+r!uH45{xvx2`EqkVLPy{*;`4aU7>_m^c$86WnaSmbAz^zHVh zbzTnzZYVH@{A_1_X#n~EdaH+G@&zGUKAI!9LRBlv)@(0Wvcv0w5IR{je_b)v+wwnk zvGAloEtEys#yGHYM84r(A{9g&NgV{)iO%K-Rzs*fjn!(GHhI&T2 zW5wrR`C&z0+|`5CzaKIHZR##4FHYFN%hUPsk~c?;;QBz-eS}PmKuK-nadp#&*cdox8ymdr2z&O z*=nRwPBH?)S8(=oBU`^X&(>_ z#~1}#&lg2ya&5I#!|ByWED{xHd?7Ek00?QnPv1MBQ@Bc?(63zJpu>g1HHGoVO~$i@ z{Zj>!P#PG4a4vx?tS1p?TpC8B#&KXaseoc687>f}5!R#CSGTMpuX&#La*a+=a=K%} zjG#7?%ck>DU2XoV1GAM(xu$V7l=~?hRm7$eP#}~Mn=>)u)X&mr+uC~bka7VK8Pm!- zd${$7*zXx8>)}2=MsmXnhw5Xb7^CX)k*L(XQ@fxoAp@)~6{+O#AyY4ud%y6p=5<6P zF};HUTqk-bCxnedPVK_uX7j6m!!X%N);lW4F=ehP?ev{;t~Q?-+&er?j@8F5qKFlv z(k1TNFfywc01qL}lEVEVfeRTP&!W#RQ1XG*-uU-_&S|esY;t)H^h3H8t+1rHn_E*$ z@d@PLM-lPN>~^uSMQ{?l zD!Vt0;l1a9g9X7$xa-VquqOoV1RbWzw!a}|({AGXYgFc&61(l2^t5RTy16}925kwkRoSkqQjb=Uvo5bU<`3B6FsqqcB&495!x-pEfC2HNAI3K)-sa?+dkwn zKki;}YA44?w@j3u#1xbx!RGO4YoQSQ$_jvuxs9x&REm;&4?14K%?*e8z%C1YvYEz+ zSi%YLg&sfexX=teWly-AE5~0kOrabRL2+KEU z4JejF^N$6i&hksd-dd~Z-Hs(~39E1c)IVEzOElq1iKKE=h#^( z2o<#i)-PKCp?gq+Irc=rUUlzfa0Ju7!>z~ECc)AbghbD~?B*O0eO4BETgk(EDXnMD*Y^MYcyW+tZjuo)RT_{dNw(z9 zrXX1Xh1=rM%U#qOLVocJLW>wCGf&K7L>z9O$6(ywx;tWrtP{8)TS((1{*X+=hO9y+ zkRp^7!DQ^bwykdul^F0}%MhQ<%KQQMpO!iIPv8D^kg#PAWxd@@2(~P4vKZ#-CtukgHE+KK<%!OF_Fn4qz_U)R( za~Nd-1z&FRfE3UB1Jl9V)w%Sdo@4*Kl(AyuIEeV#gfvgv{5S&Um=w`Z9*c zK_C2Wgq6+=-o0Hg*zJJ=2^bJe{^T!!DPocDmlqy=i|Buu7a5CV&48sa-3%_vIlPUmYvk=Exi_nH zIm6_~dsqvM%beHU!!^q8Dfv5xHjZE76LCK^vZx58%WgZ7(`)575rTNZH$M1 zywbpo1^7>mQW8XEa)Gm=;2Ai>3VPkxj15(co`f8tk<4nz%?DOrmRjmSzf=HOnO#G6 zRB>_|ez$ZXLqMe82cu&~D>FB;V*AA(z(5pI0ZGgx)?W|(EAXr_OCM+cTDkg~K^5oXIEP%vaDc>#c#zK2a^DsdQQ6&%P1Os216-) z7`1cq9-)Ck z;&G$f8G4x^_&Pp0&Bj-0nQ5L?JvN*ZCWV;8E_2xP9Tj^%G)#4ved zhLyf|YCn8~p;&VtXduOH#tO!p&cA}f=J|H(&r%b}+{{TVV9j4|F&N%~MND%G^JLv4=jvjuQxjlVDH2AT-_25Jgc5w6g1%DyjTFgbHdVBU%A~ zsb8uoxUj=oudKSuy5ifybYDw8?j1XfFC6qyh*z8?(~0VNGORS-(!KA1cxb_<;xLnm5AhGQ@FAfjKS6ed2^?g_HiV$_2HGt6Sb(BIyp5Vx5bBGCZQju$>n`cuYB9Uw{fJ z>05CbB?B(4Ae&vF;K(6>Cc68z7+rZ;m;p6FpXHRLlqhkXmBEa^)Z$70R-hPpaSa7c zs`NF#!?p|{Zv{{+c`H~^fPMqiodd)Q9XtssPa`-L>{Bz$PzBIgIqtu~r3yYd=GtS6T?mcnrHV}6iSmZr#@Bb5C;?26f9xx2b0qS zGi^kZBvf-`)Gb1vRXCyPO7qYXLll_e3zT-0XdWgr1<6dAVD#9$hxGKqK-3&YKFf_P zLwq;Ek|JG}8tKqqYn+4zIO^lv`}``eEflL(C{8Btf0*X6D9Z1k+Maknk zaVl}wI5v?h?vQTFQ6GJy=l^KEr&-m~Q2)?MM%fktZ|SCBqFhkH?7_!&Zd=G;46Owy zI!=K^S#G#_1(NP?S8}NhNPD7t+N%=u^-$Pd5L(DE;pdVPL-ON?HOih!9eCP)CPx^G z4BI~z?M5$B{s*MWhh}4ocCYXuHUswN0skxeg%?4N zzJ-ju0&IEzP#1ELJ)UZnm~lxFnT#ncwU^&hqD4tQ4l-S?1#^T&xLSVXB{CHT#j^+K|95Zv|XXKx7_lPs${LnolFRI9D~iv zUCY%9m;Fzr{e5llYBzt?QeC33gL_(G5GeJv)bHWj{9JzG6h%-@fta^1Y@0OE+OUN0 z)m8$X22?{!e?<0tN3mhQl(31#fWC~Bx1sTA{iLpq7b<&4lTN&TuJ9^AbjJhYg8qzj z!;;Nc&j0MSoi~3~*?R$Rt(ksC#L8-Nk;9O@$(&S!NS<=F9YrVsgf%+L0J*2?g3pk9 zA#BM~S50AProNe(%xMgsO@Y%G>z8s;ex3xt#ja~Bbvr+i=?=wi%MbCh7$&h($^HIv z+N_9~9OEE!e+K*sNd#iSdCfn(lu=gww+o^;SVNw_4K%alk|Z}EwB?fx@KA9Sc(|FC zr*C6K`1}py6TrdrTqLIhF&MzkVUQ~2Y4X9SekN1^$-dMCI3Qr}3G_o2kr$3I*)28o zkJFYi?%$e%99|`hP;QV%Gsdk4>70&#XomEx1PtWMPn^zPF6$J1X^~MWFhc`Z zT08Y}0T~p1bEplX27@8y)YnX5f!gPwWQG!*0Rg=TnB!#`L=bO}sb{ipLOpVpd}{8Knb&%-t({`s0;P5)JdHh3T>d|(q60HC`snFTG@3H0pp`x`;;{%uG(nG(_o zsJM*0Pt<=29A@S5ucc1>$UXZ7w zM5eQuo(rw=;k437EXQK=`yAZ9T5V(-M))Dm85;o+PHAar^rEueCkNfN@GhSJu!45N z^^itqE>K54Px=xReK)==nWHb$FuS?H9TW{K1KcPkA}*Q#rw4q3o^nD-RRP(AdjR)L z{?p3>kX+$b&@^yH;mn5CFS%U-NSvQ)+P{!El_^fhAZGjA@x2_Gc-H-I875c$df;Hv z5Cps^fY7l36gD9(-{2>+ye&GdTVYPIe$xRY{_7MH=S;*FG%%2FwUxLbL~LJvvdd8q z#35zrduL;2FnH$vwb6m?_eP-ZB(m2LhMk)0MS7T_aG_O zfEOqFkYE$tF0Ep8nQkDjt_@fVBQ#_eTBGy*g3vOC3FEI#BRAjf{yK{FoE8kYt;xFF zhsd5$J5D7-?%5f(Aj^%hxUC~LPV>01_RB=%zT1Rz&rII0f`$or&;~r3PhH$Z!a|$h zqoq~zL&6=1cQCM12R;zjA$PHCr-FpJ0wSZrp}~1cVwu8P4oi1*4!UY3bsO-C`xPD7 znDp(dvjWq-OUi>3{Q5%@H=kH^e}>jfp3r*|Ub*Ej5Peobra7*TZjom}&yi`v$jSq# zve!2jl^>_08Al43ew;g#!E=6u3iuRaJdVBukuhfsU`PMWIQVYXuf@iAu2O1$iv?+| z=u3W+VHC6B)VPCi)N{OQ4nsWl>xwZIBRQdbT-dl8}uFJ(n$zSBu~%5^Ma31yG7oHpVR>Hdg1;QUudWf2Rb* zaWLIcEk^+JHi8%AbEn=5l9ssJKbps-r~~YWqn&pZ`Alrfewp0@5k9DQ=8ANC!=jjtoS2 zqYjiZ326u~*&_nn43nSwZ_%~aOqKdXbD`K&>SHZxqQu22wT%|O0^&oMBr!79qObd| zMuHxB?UTS-+`4OpdtoNfy$F9P`}e*9x%|L?7(*b@FUrS=IQ8`lB9IQW47?>=?ks0$ z{`6Oz_#6r%Vb*Cu%C?4f?y*bxUjr4Xd|zkGLr->G&cqy$!QDJ70Vg;pJ>fx0`YUwM zKDg}Cd!{i)ByPPYP9-r!8}a-Dix_1;PLYZa-vc`AB%KF!ZZ@4B#Unj+Yh0m}(NTJn z@`%1*ak~wuY^K7(_WIB3>@e`0KWdV1{tC&QeE@W8gp$wd>nA$(o#XnmAaSUqjH!nv4rlKh9DMO$V48$t5NagOX$&Ku zOmkl#h3x!mW;oA*D(D1^oDxwvaLE!EHRJG1hWM_ju**S3xwHe}{}P8|^auetnmEeM zw!mzLsG-f@_hHummYz7DJy+<-Pk_H9b5idNzaoxuV#61+Ee8jW@H~;hY=4CTspS>j zr&~~|7LqA4ay_T6gVWFYeL1f1x4S1KVg`~ObqAf-A#VE4a}HyB_tYF}iXRkvb&gsX z(NA2AU~_{X?Zq#I(LnOZ^0g!#mPPd-{Y>WquuLn!g7N(|j2CCgygCQExs~t>G@?*` z>K7!lYYR-_oDNqie@NJ)>LSGE#fJGhf{d~QQ+IHmkC<|zUC;`v?AuI@vD8q8?fsx* z0t<-4$N<&YLRgnN9LU%{<1f7OId7sWWuuvLjUqXw>_AWD1%MT6gXv4VoTFuK5POQV z7|2IJR28}|N;sz&eT0y(A1|j)RlH4>yu2x+3F#foFGm}}P9_Fwmpsp2Iyi0Y1o(_5 zI*0>?wm|sDiJ@M->&kuq76_~F%C}#1?t98Nu{j4posN_-CgmHAItLAkDDuKeC$Zfg z;765NbP{RC5Y6+%HL;<9M8lO%ZD*pux!TWFa0(a9nzrOyp!7wDd~gbEh^YxYFrx-^ zq1Hqxvzty{p_ocSH0!}J_-hPJUo5j-K1Qo23EQEvkiO{n`vSr7#21G_@lb2hNHDj!b6-e)!LXb2BgZ6mpCQ6=UNFOx9bcip; zNv)p3lY-VajEI>$XG-puw!BzHW*CaU)YC=1dwmz>$9{$i8+U3FLcsC}Duf;+6g>p$ zC-<7f)x43$$q9|7`*CUNy7nyX=TZ>T>0Ggtc5a=MzfcbXor?qUrE0qQpQ^#Htoe+a zCFQpZ=;HD2hmI&A7&MF zP9XV{E1z2cTTA50BY@HghU8n6=*E^RrK4X!S_osdwEmd_++Gd>uH#G^6dgXw8Ydy( zH{)=Jd?*W{Wc(l|iQtW0d-)ovdb>kp|46v4gv@akz>A0?I)w^a{|Qq634YTqBHi6L zLD_f&n^U8EGaX(bYSWxgEEFBl0Yi&F$?!yiu(n-L(zCL&OVFLgaMhCpDFdYUW3zvqBuKA%+}E9e>1<{6!Rz zS%_FJI24$vu{f8Y6{s(va3jQ*Js`o+$f8W-5VKJjy?#0;fBUArF~=QG07LvYAR>r0 zd=G;bjF2};(ILA$2_SSh3y7#QbS9wW=lN|6eEWZ{-usvXw_MB%6T`R#MXu*Er-}TI z2;-AvXiImcd9k ziUqPDe}xqfNYT@kAzE?hYk+FWMi(}J0q_xrAEEXrS{_V<^fMMaZlR{y{MR+2K6}+X z4EN*ELoPEqA5sshjc+B9T!4Jkq6CufLC&&99d&p1Kk|$w@7Y#p{>?O|lw3Rp>K#R}bp6!3bYg4Cj|KD(ja*UjsT+}T$ zH`5(sr2n-v$I+zm#D_<-II1)hDU^QagGz}kL4a*0k{G=Z{%|r7Wm2eZ9;ep0W(H&a zzf_L!HU7ZadBh>1Lk-2Q%LIfdqHerCO|yq3OS($H?fa;x^>hn1NA3QNZ&YRTq{pHQ^LE8lwMR z$5Onv>#7z(9MtipiY-+4CqB@ZT_Yg38bZAMZcxmK%>ct~7f))tl)~!~5i7`CU2eG9*c2aqmZbQ`q zAz|ux(>wk4Jaq_?d7JubsU+Z>@DlB`k{Y=X@LJfJfLwlzasM;5S!8aO5zT0+G9&XaW%v^JAHOC(6vdTz+`hyRe+{$PbYGaR_3)WJW^98L24#LAmr~fNszeRw1)y{ z_R*lTJUEOjkSZOZYlzcxieQSX=6D7#O$9xUh2s%g2 zc)>+%axNA*2W_BLdmq_Xpkr+VlK)Ill1cDyWGVSvj)MGB!qH_o*&v)i4w3eVerz1N zB37UgtvZA8w}R<~XXJXG^lvpQ#ZCJrm3s~V;_?TMszWd@1g`Pd6#P87`J^8rB98=r z{C}uE5H1UVt@1xs%g83;95>?MB9>`i@eYslCjiWJP{&gNn?E(ipG#ffiDL4%klBGOl|c<)7s;7n_I1Ha zB_rKGrFEW)!oouGSxNjS(w5Xntfd5z@dWpAbLxIwqyIglZ2c7Pa6sy_6f^#gJ11Xt zH}5UsoH0=aRnA!?WGN;y56VQVuj^vEg)N|`MNtpaIdxTlxmxAjJBfw4e&Wj6pdA>3>afm|_Nek&HMC3_uCiid-<9yv87-ip1-TOn6 z&&!?()`>P5HAP@CQ)?vA(_%{RDJ(z)E{KLHAHf;_;IL z;XkG+nLequ4*{e4Z!!qw{gWUO+R)x=O&AfDiFJw)6GPC4MaMYM$+j_h)WAMpZ7riL zcM1`G*1jMN;|S}oBp=$}=-peMJ`;@+Q!cpe^*G@~U>cTsF&1zjXy(M*N>JQHrlynY zD!r3V)S@FSQLh#g070YdIv{#$I;5!%Rpxx%mGG4OO<1F?K^ABd)=}AtphOw8MVV}b zyhB~r(tbm_04ddVbIT8=+&Hq~?k3kU~w?G39VisH5-UgD0 zdd8RI-aq?v5<212VVC1yHSsXqiQWjef4BDR)s$tFY0|+K)Cj9A+y9DUJ5^d(gVCs; z(keN92N?JeI;I7*NhzHfNe3RK0s6$`(McJQt5p_kdE-Ie7wRof!puBHViaZ3m+u24 zmRb3cC?MiN>7-!@w{(;glFS%Cm9(q?{Fb_p3#p8zqh_K*Z1$4FjYq#4kxGl|VCE61 zI7(?ufFzDF`5!PQ(>WfTGm~lQqQLckg}?UBr!tRJJ4i7JlCJn(N}ZXV2GjvzFoyfP zPT>MVm(H62r?z1P$|!6Y>UtS~`HXlCuZ+F0wQi^8u7@`_v95Nf2LRk46~@#vJnmIN zP`(aok7VBmlCJnphHo?1BKpoNk2^*MJsYR$^*f<6Eh-ISwGDcBIWBy>gnYO}(r5R7 zCI<*tYreQ;_S`|2Dif$cYLBUtqJ)iHSe_CTzg)jY2O;JJ=1o`5s^L$`j8?R(tT0ioqF_p_B{=@X@ZS(y`r7 z;xf~zBtT>}9bv&LC7(a(Msy%F(49`-CRBKr$k#y8nvRObu`yC)oQ54D6nKW8b1VsM zWHT2OeWIwQ>5LNC(zNIldnKVXesb2a0;n<~yK915e+(rcV)-GGr_xa=Y6f%$1(BK@ zCXDRhIIhMCx-OIB@;{(nlvVcg!+prc`(Qo*P*cx|7R*TNsoHgZm-Ty05-|nRXN}UwQJ|bA>FCYmYW}Q^=1+=~g6-UCa0tf1t zv9-RR0{L3bUo3WD9ks4;cY*=NpJMqtDxHQ7mhG|+{ zg;#UF{>Ohg%DaKG6_w;f!GLtN0i_^er}+785BGsy-qnNZtPp43UB?*)k`QV*Uk~?j zdR^wGf><)dwljkk!}&TIh)hx#K+Q(Te`+~UIVF!u{Q0I&C%<#l%=?$EOz51xJnn&G z65tq#Q5?l}3~&r@UvA_u=Z(~~M0z;Hq|a};ii6@m|NIjm@Gd%UwwS6eW+OGgp|ORI zil9ET8R{rr>8p?n-FMAl@G+s=C8A>xyNO?s4&5Z9CwXQ#Ujk=PZ2G*$^1!M3_=hh( z|F&@3R|A?mS=tbKvF+seB%iy2!{wc^i~do4FV$0G@A?#0xnHEVl9#$#oZ6#TmFj|P zUR5e=Q2S(Hx->3w{jF=EZrVr8=iWN}a;@KsRc(V88(rOPGkOJ9`CMviO7H31TjJUp zA|^IilnKiLL`C{iwENQkK!5t_@`5k_Toe6~|0TtUFJB(~GGE4pesz84>@Urr^he+K zUzP>^Y5NbnU;b4v`s1F+sec)a{`lXE(kT3QcsZl+f4z`$U5|lO`tG~$d@o+S`0KB~ zK0=MtW%UDtk$<*F+^8D=zyf~R{Pyi_9PdWQU^qCb$Ll*DIV zbn)WVe03_mC;3j=B=NfC|7hTEgd@>+dM}qM5t7}!d9zaOtmeJ0F3B0+FszzJ^(rm= zHR5%A60Cb_T6_78_H3B!Zg z8O`5Y_z%h(T#467i}djD=(5@ymA|LxO>b}S<{U3CukW}70?fj0zPNcw!DjV<)Ao|5 z4o;I9;m3WtJjFy0ChQdOU7lDv!)9e_;b`Od5-�*#(#~TU*;hd-hzCw5q$0!m&Ik z`&84e6zj%@x8glLJvRRbdv5~ObN>H*XEwhXgIVl^u|&yUkqR>gg+vQ260$`LQ7MsG zj6t?aQpwi7NZOEO#)u?T+BaKKsYZ*0bUj|p{FeWHU;pde=UnGL=f2Llo%8$6465(v z^M1cy%k%ksJ>M=a$$FV5XLu~p_`3DiLx*~HQ9gYAyk&WXW3FO;|GoWd3SwhXcBL!T z;hDIUX7FiE&4#RazD4)J+J#C6>({T}XZKB?jMTzsT{L@^RJPac-21P$u4|t@z2`00 z!f_1_t@BksSlxBn{T~L|QzXiP*pL?)0{dGFQEj+-b+E|O%NPYw(9|`bcpZ|o1sr}o zY8(4ZCum1gQ zvWE2P72Hx=u#uYAUuS#L2OoT(wxw!;)ARek`HxalGsfjO7t&qLt$F>?u@*}*kBwgn zvf0q~u8YF17vBHc@rr?-6O~d1c2UqZTed6^!E-p3O>y^GU59QzZ~4Kt!{<9!Y`#Lz zul`!mPlqNGgZ>JEo&T@rDo5tuzn*^dUvo3r_u&u6{QUgN^c6N8iYxo@*1Wj5xJc8u zGv}74MpDy8tj_Q%DjT6-_JY=9F%_(jk56!A=CLT$0rLC&x-~(*OP4KwKK!=jdG@T{ zD#nLTo;>O9?%r$Qz<{!>4-W5M61zNx6G^-A&_Gk?+SZ@s{I$_EOY9Bj)jo4}T2 z15}*>jLGDi1qB7EEWfhNc}n-0eHh+8gO}S5eZL9ca%Y)WN=nLSy+)t<;N#C$yW}c7 zbv!oS%9nG&=e&@jtWbaC`SbO?M=zRbZ*N~z*6Xk53Yyt&Y@{oylvY>YU5zU zFp7HlTxW0~u<;Q90tTKXVDkzo(`mEsb(F_FY?3)QaDJ9H73z z$E#xhJ6d=+P4nBw#-DuG-kygqk>$lrzrAUvbFF;(G#G!Do1wO&MvbChTdHA$2*JnO z+dFF=Y6uP2s=FtmkYn7=%F^#WX32xcH}==vcG|Kfmqy-3|1E7EZ)_Z2yRjIxvdP&w z-2-eK9BO~x-RO?Zosa?$m!Iu+52u?zdnl*(qGX}d9O+tSq(oKZ;?&}H$qu&d}?MFAm<34 zi>m(E^~%kBJIN1ZPUR#;<@t6eAQp-rO-puHO^ZM>W5Ph>MP7aM+3>)ro4@mtUB$7A z`hM?MM3tqiS2JC_S#9!zI5a7{fBEG$KOSN9;UxPq|9Xw!XD&yV==9;m8_}D{Hd%FJ zpAAejR8QeJ{$RZDAY0h!cihR6F}tpg2fGN-$~9X@<`-qju3 zUAJ$S-Nui;P!wBMUjO>_HcoNA{R#YA4L#SmQKf zcv9hpcsx%(+kJ3uai84yilpebPoFKM z8NIOo$f{MVno(>->K+-^`0`~ou|1LjOwDCW6ej&b3vqm(_q97SK3%ZfW5aLD&7Fqm zxEaIiW%GW|8HUWuV1KmKZ#|#xl6_kFwpqorj^7=1MHJ! zy3XZh=552YW5^2~N5^#T>&D8=9+`|RokU(TFd%^+ zr=qI5;Mu*C1%ybMau!#qdGqF72zbwn+)#ey66PYONyniMzpNad=+viQzx9>{OhEaL zs4Gt`@#nw8XS{zsOF}gz`Oepmy2`*brYAqDD=~5ROJ^)UG0kK~$Gdnmey1T`tEolf zZEliI)ObwAsheh=K7D#a!8rk5e9mc<-py`MiE#_Ih?|Mmok@zboxC>6*gQgV3+j;) zpX@M$As{BzvU`uJm^?T;w`Z*jI#(0EAkijQNxmmD4~vL2z5Dk+{+qgwIsjx?z!Znj zF%1$+lHPtba-M10!H?zpBApd1f%9bgf~>f8L{^mfbTz;QVi$E zyh%V}G`}ZBu-DG2y73=*l;kNpuFOWV*Fx-6R#Ca_pR}{x%`(+3Z(QhMd&OsG&zyO2 z_tTNeR#)B4FK#;BW61Pq#4FFiRr6uC?HWzbZ83XgJ!a{-gtnciC*9DKs;#)Dpg7&# zlnXyj_Zhb=T&7V{_h&3LH1xt~LdC(sA)uK%mu!Cf@ne52mvcMYTb5GWnL?Qd!nyc9 zy6mX3YX93QNxB=0mZ$Bs#Af11a&q#{cQ5DG6~@gfFE8IvbRmSWS9g00c?tA+MZAGm zFrIS893^9%itKXa0*GGs#6afs;lp3VSf(stE`L8GZL=9B%yRRN**$R%c`V<^&ckl%NvII75CzvTf0-5y#Uy-j{^h>a8X4 zkg468Cs53&aRQZi_YY#NDxm4_ziH=Oc}7J=abZr9CdQQFD|>(fzYQkN_V(E2S1wAW zqHc!*HI%@w)MoDpZxM>Itwu{lc|Lkfe{I)BfrtXAxsG#e`;pw@SN!%ttr|_CI$OSq zhg9Rkq%f{q!$$xQRUq5AEm6E zp*xA-IDtoA%k}VcyeO%6O-%Qr94V5QN}Uk^1scHoQijYH$+TDgBx2|qBnI~Jp96-j zoP2NP%9R?mDaaesOG--C>Y!nm8)_Q2YAqqRiorzrXXwlyK3Mzc_uUcW8n)ZfC@T#e zdM(;2t^6I?G8E}^`n`MimR;VOF+xenydY(bS-nIQUq8R~MBa5&ed1}QjA&=@7W5oV z92{Be0oI;OYWTl=`EnxtfI8ns9U|%SW@7&PdKn%Xah$X5N1^41^>P3@tpNA7#^d|@ zjt`CMelV%)kRd|??54!Hc}}dN?N%b6ig|Js?T2iL&_$=eBkN4euk78Yj}UCuv<7#` zR`!ezn;8Y`ep%bvwdY_p^vshbq-pMachME$+yR0g*Zg>@8_d~honF|`Eyp~Glr)*p zGDU)68}*~Cnm)g&e`8;7{bkFRMW*e4+SI>y?=|y$Mz74RN~jq;#Xj)JYWgn+=Z11S zN;YfKjy{c?-n@C2&#qD5`EJ|S{BBK$x?#EdovZ8fzA#F?9G{jqZ><}%je&{ElGK9o))MvgpAcWZRj z-E}g%LhGOd71N4%ol!0iuXP!o5eNW1&cWUNit^HPfv^NWUa!--l<+EpNUeVE+_|+G zUL!kGqyEg9yPy~@Tz8(b;lVBQ38ekZ=8NzZ!W* z{1o$kX?}Mu$LJnzn=4h8M6Zt@B8U9tt5+IR9Lm+w3+-#cG1k%ohEksPcvd!S>eNDE zmGV0#kGXnjhyPPK1{{aV2@R-QJ*f^vfVl5%ck3LNQYhsHi4%K0Jrj0zP}`e7xnEMU z1M%gPXV2DI&hT}5g#g#@lkNk83;Sd?z9yd?;5#6}cQCxuZMAP#ouuc*iBU2)X4?pm zednXDU0I|ySmOh96m5ik+eW#nC(nAzrcLLw-nWy%&R@E_!gC@HODB%3rUTsIsi$){ z&W|_BgT(1+5x$PB#)7i%o+hNXvt(ecctQNOm#d7TO()iN9L&$Ft5s^-`4V(nopYmx zSSniI6Buo!bA73e(Lx4$_{`egHST2&zmBbMkm6Fy9XewWpkDfzHfwv=89 z>L7}d!n~@5WoWLy1+6e7ni|J0*I@|P2sh;z-iO;wryDnJWY9~zfB(L*wKaKrK{;$h zUi>-(ntcOW-}^YvH8U+x)V+awC&x?CHYxp9zq1C@+rH=c{;rrTat8+TBP5xB)>|c< zm?)hhs-|Jp`QAZXMBk2P4Le|*wx z>7i7Xo{J`2j2=34Ch^U8#HGuZH*lq8q-9Fdk3as{41*fU4|qcbXjemLbu29{ZJw`c z#I9Wm(!}sEZ&KH+kEcV-tf;7{KiG`sIvnST0cz_H)1k)RzrRQxUx-0quKKNU^SzR6 zi_TEbMlxHjQOz9seZZYq?1JWf`|Y0R&HDOBtVoW^TREx{B5f|2Cm{VkB|j~{mf`Z-=@l)ZWL=Ejy5{mq(T zCN5M;fhSHRa!E|yIZF#3D+fmHG(-0ri2PnTY0;`@eW-*|kq~q@gvg7`XH4tuNKr-@m3513o>?@#(Mn#dwrOQw-N4ySYyX@$|`) zvm}J#qYMSL-wV~}6kN#s8t9lpPnsEY@_8~jpuN`OpuUKMBinMGU^v5gRZrXU6j(xF zh-H?RbyxQTF;j@-CXOB9k&{CUB;dKrK(G1LE=Pmh4i3^h1LjupVlF%M6ir95=jUhu z2FYg5%{3x7C-rxJO=06k+tPc`AbGeZNM~mS0%C*V1Bai|KTP5$7y} zfCU5{;D;_nNgng;^9Zqq>Rf;9i*2g(GXdRt(XKQl1g$Aoj7bxq0vgl}<&164Sc6kx z>{}h#gwjG2;!^Cj4iE0>XnVwPhi@B#?=;Vek&90MsIN&E5#Qgp&6%1mDg7Pr?tK)` zFV59by6D}#d-pbN#lFgD)41;hXrV%@tgDNG1}+)fT3BeR=S6hCK1qsLK0rxAMdOG+ z*#j|cP=x&hv}wg$Ow0KV&c$e=!;PvpnUo1mPtv;!oTgE!%0-%aH1@-iE_zt+Z&odV z@u=oXfTbXE(QA5v2H~2b`!abMpIXT1wCc*l0qL`-Zu3x|JGC{g*|^6PSog=Deu~K*Ippg2k-m?P7&0{QWh!1| z8aCYrsGT3^`;Jha&--g;58ukjP|ot6xxZvjyB7Nz%*SD=6^LD#-U>$!ql)SI75+{B z`JXy$aIzpS+<)T&RMBg|fJkDBMXuafCGlC{1ghvL3V@Vvvd8w#r7@`lFo0+PUby~d zhugvt9v$s20lP~2ouyg<|Cz_Z_uV>X<`BTWPP7cW%grf`o)ZU5+Zv9>)mriPyvypn zIuM#rIgM|j{P7Q>E-kop?8Jqp5r4jF9lqv<-a~Mkx~pjc-q*ZF&YySL$?+9X!02(~ z7P2P`uWD!6UsD=4lh>>-3?B&EH|-=4;pJeeJ2C)~5-& zb}0r8Zrwls+&IE8B)a36ipe~xp8M>GJOrg$%a>4I#6ljlP!5zNjxq?+cAnCz>yk9~ zmtTHSF$n5NxjDJ*M#$56nyt7+T#H1pWK%R3Zj>|7>=E~Hi7=~-R(ta;Bz^rz+nT&z5A>2mvB$4bN8$rV&2 za>!edMith152`zB?^1QAzf)bYiBuh^q(7F*LnuE3IFY{fj z95a7zHNuksNgj&Y+wOXwuj>?Ulk5Z+;OJa zW6B2&CCT^dl^#Es7J#+VIm)5Y!-joFUn&SvaB zRQeZl&Wx{Y+Zy$Pu>3qzyot|S2Et2%~^gjFa)6IpNCyS$oxwY2EKwR3; z@5tj4>1|zpx)YjbYmE!V#M4I0#qC_}Z0Py}o;*+<$3NN1xi`q!?HuRIu6=u`shBSZt z+)Esi=&JPzj)|@({YGwU$2q}-%K-vx2I)*ZVLA2FgqS_v*DSvJ`fGT%BI9H_>Q_xo z^EbDf z=`Qht`LSvR^&J3fnMFlreAc`h`}?*qMquXfqJ#_QuRBuF8K#DBt}nf$_9TF=Ya`8C zO?hgHx*dB*qvW9Y%D2EJo6aqa^PGMpFd#tw*1FtZN-8tFZ~BK(96(mY^cXbt@T#tF zh|oe#@7}$;nzl^&?tC}d=j=JINkN*kE^Mky+;Ubj9~D-=!goM{ycTb+sW69WtKlR`tG|Q%k+N)sQK(4|F{oI ziwoKCjc@4BO~Mu`26Q^u#<=oUVHc;jG*omPtQwVAVd7TvX^$THJcQlBT!Cs?Q`>PD z-q4sPC(<%)c>KrSH%N#jP}o&mwS+Bsz=Wf6b^iAGigs2MkQa(Vn<_KIgjG>8XmlH) zSvnY~BidEPBr=#SUrXtvVKCj?)PB99j$1<6X!ZV5HQc(TdqQV>{$&Rp_t)parC+>q zk?NC|VFKWtvcr@NnBdy9mXJK|#$^siC;+0F^bAxGpryBawK~jP>w4IFKZ*g6uIoy& zLQ(`!3$`G`t|jMO-t_1@{{nZfF{bBFNliM|^!!W?vm2AVb&a+qNn`USG1xx}Sn_t& zpg##S&TZ_tvs8ISTYnj~G=8nV+|j;PbL!)U1_$q(*_vC8jeQ6}wddniDHvfE_IY|5 zo0^(NI+ZohZB-Nw)5%Q28`%7+`y~)yubL0PPu^H|IguBl=2E{*M3&A48ztj2e^F94 zG_aInL->x3L1a6Wat_XKuknhXlX;y@(@)s$x2a1Gv3T|ka8m&<;l))VNGNQ4<>SX* zRqDeP`p@k;ZP$XEdMm0fxrS+nwDt!8ZO ze=z89YWpf$q}&9s%UZ{>_;rWiiHzyp_Smt(LW$1>Y6c^6zdl7%ZV9~{DsIOvjYb@@ z-jvRyvO7MHtm8i$^+VuC(=Kc*7*}?2^L6`vIa(1Zgh%JTL0s~CmZrq)(Tl&MIb5`LYeKNaaI0l}a-fT& zK%t}@O!efl9`6;lH8sgGj_Yf&5w|LHp}zX#dS+G%ODAuX!; z0dDX!NC&l8)S58f!i?8MT;Jy~P8v7Rb>y^Z=9D&Xm|ZzbTCELN0SwFqP<@bOXQ8R7 zX~V^O8nMY4wj`m;o1gsB5?Vwz5KheLF?Uq)71wy4Z0(l8o0Dm3LM0MGtC&z15@%$) z5&DF(%y*~iOBptNcniy=rMiwsi!@J+q|XS0uaI@MNV3fa(})3R(0h~i`Wz#${y?pX zgEL!aF4@L0CtXE?R!Es5+8vP@_^Z!n#^T5blki2~N<|_mTT&C_sOQHmzY-4I_AOYl zFbzhk@F3;F@dqUX|>5nF65`=D!?l>Quq(hwk2!qDtFb3o76NUINb z97cUv;uB9uW`IQ>)YTwPk)bkQj?!6R4jrgTN&Y+Ex2==$j$9dupPRXnh$5ZK^&?+N znB-0peOl8c>^K1)ZltGg;D9#1dc}=hty&=YT7u+@J(@heP^*8FwnQ2l{3vSc^S$P( zI5|5np(Rpxe5y-Ixx4m{>ofry;FTt&htqoI*S)Xs=rDm>CbUKuxC<8wqHz1(J-Nio zh(ppc?HRdGDg|Lwp-ud+JFk9~G?gtZcdGWVn!=s*lUYJ5DcOXVXQ69I>H_miEDf0Y z={3t+rAs3}+;*Q;?oa>91n-J1*qF;La{aiJXfn5cS$j^T3!6aBld`UgPPPi5O@pI4 z!Rro`fak6^^3gjFy;kBzU-=d5ia3*AARzPKb+O|?`O|G9v(j0C~fBs zMy!Wysl45r@60o62slZ)u6q6QNfl-66uP{%FmOFG+u73A0PFTAH2wqdx4WDgL!~H_ z#}iq?DFViJ>pMZ8Yh>R zm&=d*8~BG}0W|i=v1~=gZ;KS=4#E1){~h`NdC#7KfZ9#4N5_R~fY|9TAa`4R_SrpL z8xgX1-@ZwpN$RxO8uBFE!&5~f>wIUk_w|}cd`Mon1#Me^lRMSV69^a%(K_ml6$gjR zu)q5L&Bg#5^4DMRzpB9h(yF!35E91K^*H0yAs2(VOxaq#6ox*F9DfJYz?NI?jhZBE zEGsXP*?%Db+{sr}bVusKyzJb$vx*R-(WaW&2qLFZ4UD1&SE45TE8W*2!Pm{O2GQg; zO(+U-zdUO^1e$CLu1DSU1a*>pOe1?jXBNBp4t@U}tVGsdNlnc{v~cvChG|k)woW{$ zf1_KYovKbtpq9&B;fwHV8zazv70AaV>JFK6iSzCMAJ9Jr9(VX;o!BeO!8Xz+{D$(( zRTLp2&5#Q?1gl=l1LjZ4c{_0a^aB%LrNt%q)`3whXltz0hr`bT_FKO&NZSS}#0JC} zEA9sAY#by@11dHV?G7DaBfjToo%&9r>1J65_iGJ@!Q0Mb#P4od|QJG-AXb zVDDww7Y5AOc}2bn`BRPHJ8|&f!Byx>s;Iq$y=iekU$zBAV^P07pszTND{I%jw(6$J5g0HT_7Fyyh zumb_sKaOY`B{1n?>{iMp%+1yCr_Mwlt*I(s5ZWaeWEU2%0zzj^bftQs*Z z^97el-Kd->lt`~$0($$edi%)Ky!Otpkiy^nEH+z{g7uLw=u>+x;BaLjtMr_hd~geE zF_|beg)=T}T@?{EaZD@wWdes$otP3zzSGz|&)iP;UV}<%3wouz2j?tHE?&CS-^0U0 zwwyO&jrQs6{>w3Dw_gL++7=fE>wPV|pWZx+PW{EfACC8~7*R3g(#4CI#oZQDjDFVk zH-^yZUC0bDAG9f@d2lNwjWwXxIx4vZe9SxKDm&^hyW+7K45{S#SFQI*ajISN^?(5z zXyEkGTj}#=qbn+|YI}KkE#Tc`@g*l#z5OAj<HXqY-T3V5L4$08m|r z2Nh{zK;gJ7A4uO5icUO}^lCM&=E?T}W>`QfQ%w3M#GtXgm|9=~5$gaY4yyL}8P((#UaRr5mrO`cW*?^K=H?1ekJ8l-?=XO>n)PY*yoN3H+urWffoX(F zyKWq9ntk!|Wq;u60JJrJoR^Tx(e-ox=+o+8dnEsYdR2a+SUy`6IDp+_h`3|Hf(4#s zjr#RO_Bmd{3|S5|EUDkleuK5+NkZxKgm&zuZ1{)g0QK7#-IPr`^ytweIT-FJup;hS zo0qI|dsX7=WQ95=V8@-h+HW*8^2GyIf{=V1(yJH@`ro>B%lKIDUCnf;GeaMbn9yYK zLGHj8Az}3(CdZlHI!^h}f6A08Mvw~e);D|9wt~1#prBT}diAQ3$NP6xOt@%pR&-l$ zBoJf$Ie!66fgXpxFb&(h^#@zFauv=365rFAJvEM6lEpN=R(?b7z*Ab9ny^o=3RPoE z3UaAO7oeo@qyv=m$G=WObmn;RN_;n|i&3n+AB0y*dT>}h*V_2OA9u3eLfVSXlc-jI z@YvB1d!$1~G#c^L;*!yp#7z3_x8JIOJCY&_vUfK~eqT5&U!EuyxXfg5AYk%DC&tf*Kazi&>spT;;E#P;K3>4UQFLGOfcgWWtb>Xk6N z@9MW;X!SA8E8*9PL0NzN(fG{wpN?I2@qTF2GB1c?MdzUT$#>(PYj>@m z0Uaffw!8_X3WfD=AJ~5(nhm*H>S)%7n@*zaRyba>yli&&p<6ch{d;^yLE*p3O!aPi zmvLv?zkUrJb?U#!RR8~(5P3D7(=S8!Ty$*;r9tp3%lg;*>M0Uig`&rlpK`&wKqh2I zT{4df)F|BQ@lN^kUw^;nXwl>LP+fL$(ZYobHBJ&Oqk#HA^X;6O1^rS{k)61qnu$Xr zV5$VSmJJB7EJWsy;4nVL_0}-a>C%A?+L=timNtuy!_2Ui!-PWBr)G3lUu~Nm1JD?( z-N7i>QP^Za%OmwkU2e7iI(*mLfpH6JT0Xcn_>aB{hL4f7f@W&Hv!{3v?J2EFd~iLQ zH8>ZoEbZ#OmU2Jy+8w?-9-*+v%}XLGhizG?pdH?+_TMx^a756W5!Rk$G(=LWD6E#i z#4Q#!CB;><9QjHx)wke3^g#FOs}#I~`BqVoRrwugo`jCAmi7{KET)>nP?W8$aOoeL zKiU;NQ}sjb!e7TLlsX6-OS5O*A$-kp*UH|hjHBWWw^u!N)1%+zD|$}lwGRCd2JsB9 z&#c3NQ}FKHy9AiMg$r^wJ^tfU!M_lbpJ^JTIS=klPE~CO=goJ-QB^ZTDznVcC0%YE z_;t9#>W^3TfB4%R_bv~23M(z*(Kj7{Nh9=N*+w~cIb7H8cSVIsKcEFEEiDz_OS$Xrom=Qlu_#~wRwc61c^^=;p= zQ3yWfgJ2{CoCM9#3OrfD1LDy{i>E?4E;?3WcPw0#yN6Y;?`JS~*7xm{{f&SAd6-?+ zGA!%{MZO7@BWh!z;nC*Zr%!uPHELwFrGr=dqy%?+hX!`n1JrQ6l?}hAlhT`LwN|&` zjRDU^i55ercpIt^Ty`lao|<*~=P8r;zE z0(%^)zJVR5T$H88BO9;tOo!U@-=g#S;N8U88>d;tVK7Ul)em^U_Qh1Vxf|$WCi~# z+H%JDZ=5?vy9{5JVXxarE@Iktqf9|jDD3MyzH@MiLQcmMqJ&(A^geI}-lb8w3tS*qv$h-afNE({*nDM;S)axO_& z5IVu#D8zZd9HcHZtg!8gV*q4D zJ33@!0>)8P;W!D03RNcvC(&ona?@MkT|WGzFz|tySn#`X??NvCeEBO>(D}em@)?k@ zPA#hpTbDX=o!Kuu;093dEEn>D5nv3yyUKzpiJ-REmtUS1MOBJUdcToMO2s<{op>GM z(oXYhCiFDgrL#15HnifT;$tl6kd#SUTc4jo$g>`3a=^q@KXYGJw}2jA38mEzjkrYL zmnjkG+~@ET*#sRb)F)~N*CuUj|M1rF!3k4W(Isiz95y%Cp(IJ4)+ZcHObtmCYI$RR zj1e&-5#Gi)lWyiRcWO;ZX%>|^ZGm8J;N;C5cx)>czu~wWscr<55u#E;2pES&?s%)K zs(P4WdJ0AeAQFzIK@>v%4F|M=L^Kj7}kP$8w*ocb?+f5v=LbS5Cya*c|S zBS%IMfn)(6FtCDC)I$C>NXEhljYHVj; zonVj+8bwXYT4iUly z)RTs`a~ZtZd+5*<(cl7)Cxu%05;rVt8yR<~z=S^ITp+6*Kn-BtksKW*5^ZZwX>pa= z5H>KbSzARAN_9GgU=tS#!I2K8Os3Z_mzLef#&e>8n1boN@1Rr#sc7`0Y#yjr1!S1s z&l+;#0K;l>ldIkBD~^@>UbeQnOf@(dye`!Y%pKh>!V81AR9{#B86H=&5=0uPf7Qna z?(oqo?|0tru4UswS}M3W+DLM4ZBld?aj7J@wYK2iwr$%A-}M=*nzo-DTDmzvH7%pW z zriyxEnugaMPz>9gLpU6bIL`jnvOPO7U6mms-AMu)9M5+QT=?FCAL=95FX^LUJfBbF z7qt$=*m-VC=@r-95hF(UAsXs00>>-ntMgvIapn@$ePx@QUM0-{^sRzG)gWf6A$@ml zS>61uT_j;VFmiy^-a$bdKXn;kB?{JFs;2kdIidN@Y&Ua{`58|RF%Ov`FbzCcp^px* z!te}H!KeE@IJ8#=dJ1EQd zl7_5PP?c6`|A0ziF^A&;@kJPQ9gM-Gh|VfIMV86ucbn-U3PSG?)}laJxr_182)+5f zsz;bH1%$9!>T$`jQpN`{HJd4Q{62$Q!Bu2uQPV}bqE;QI=Y0LA0ys*Ffu!k)byZbL zdYyu!Uxtn0eDaOM$arQYjKPKzDwk3OI&RtG&2gjmYNlnVCiFYooiE+&0kI?F!~B>- zvRjWeNaiyem0WUZOV~K8tI<$*g=Hs7=soH=}p<+9G(2M?ubu~qcY7M$ZHE|`Eyz^3j9T@Ry|hKIq(V(SkvSa zPfzl8iz@XS-ozS(9mL=;n0RIbHmzY$ScV6)vqs0#s3rQKi}y*hIeG83+Vx>4^Qv5y zM;a>=s?C%8&h4x~E>VFD8%rUS%a=W1@|m8)BKO3J6Br6ifs?!Y$U814Cd`T&I7Zab zO6|}}(-^B{DUQ~}Wv!xy6aJ6_WM$J+S4W|%iJ^?jebcvZUlAkoJ3U%El0n8Um`#x# zz=PHO@_NC&m)pqDw@=PU6P1zCTF%*1X4U_knw{q1krkw4k>2mdAAhWW`S?bUJx*4X zvC?=mLtE%mhN1~jqUfmIAnoj}qc(r*h+)r9tVbk3Y(O*3Ukztn!(jHj>O*e_#YG>Y zINivHn#Qp8<*<>y-}rWMjO;q{>Usu6BbUb7Pxg67o$!=je|}os9MpFRT0}mY5rtXh zix;Y3-3ZDpWsgF3+BL4d@p9Vmn-8S+rOHVZZd=>cc6?JsUEABbxczGqygk#$xqOBE za9cRV)0>As^&C;=cJvzAp_wj9OEm@UC?c5i$|*z~FMFMlLB;Nx1HPP~GwG`|^Hs;_ zAuRAPmwuN^dA-iPA>m_r<9)sGMz+yIzGLUmC;Tsrz%3fA^73-A{Iz`1D1{(1u!yxb z?i;Q$RZ}y9eXSw($n!V9cAA@0qO_m#Ilrm{RX3^cot?|tG#M<{`nfbp7WV0kAON~yTU$1X8*c$=@L;D z_jxWj|HPCAh|1{S;wt|b7UJ$(`M9<=3J09^M4ADNnZPm8yo8Y^!%0v*erke9DtcFe z#4=^&gJ6ryc=o6A-TiCUhaxo!^?L?tfY|K9`-b&8VQcA`FB1W=lu{Hy#L9NqHRq{y zb)(Xi_3pXFpMRH5Iq$P72syayzX2Myen1x+n=Iita!d|U7Gx!P`!}EK;K48~n=efm z{MsnO{oj597ow!!(dYp5m~VJ_&%Kn~iq-QspPt~nnvZq#*|8_+eW{(?}6qe-cvfp>~;$fC{+mO{iIQ8v^@+a60A1K>>RYaMz zmo+8HvC@gbEMy=Wle?~#c74McRqWxi{jJub+%4Mg$pI~JsHP6{uADgAQkJ^i<-j0K zLn2qIsHsupL_+lT$P}5SUHP#9^CD`tY`Vi2jUiLU>DGhCxik;dbtrvytIk!-G;0?% z+I;i(DN?@LZ^DXQqWYsfilDW4gIq3;II^c{jcd#I8>n0I=)X*&O&7DL7YPnQ&y2jN z7W2Nik{KK(xAr$J%7Z-=1qDZ2{(v$cV!xvPZHkVE2bF0vnvJ56b!yI+ykCFk#Rduk zP^m^Sij%+ z942gjYX3M0P*ls)k_y`HSUw$%2sU|nOE?dePo4~iW(2}1UaRE?PR3BxX)3>s4CsMF zN!KZ|!lOuB{l`-;I8Rx6F(svzKB#)b+Y<>H!$R5v&Nh9zpP?=)x87sTA3SPhHe1hS zdzYt!fyHMkp*iu_uq`|V!ykqAC%+l%fs`u@DN5RbFe5_7xP(u0`%2dfaQ;P(*uVU( zhs-4e2|D#0tjM_yF0X}BLRyt+jEwaezdRa9C*`5mNC6BGLJMfHVS46`E8wFk`|~JQ zlY>m`@Z0y1?G&{Lxg@Ok}~Mu&+ABmi4RgFlEE5oDn^ zg?rP&2;yli)z5j&&6iGu#E9mJbo*?=y}EB(2y#zrYd5xckTNB|UAN(~hSQXq^f6{C zi%!kl*AmNs`K-RDLYiZz>=)3I1Zd-|#w`tIk`poa00#($sYaXN% z!Qr5$vw5>;!KSL|u4Og05)-!0*nRT2-348nw`uKWs(7T0K54;XbreoQlR>#6VFzuNN|CZgeFg1bsFa74;UIwSkO4^v<|R=i#3Y9b`&7+|nsaRw9A^j|?`^s;+J44y^q5C^#8s(J8UeoF zFajs2kEWK^7!IhQ_()JrfiQ+_b7`!Ts*bL`hIF}v9(>U9KQG8Jm$@c%TkQC$S5l^o zl=z4ga%Jm?{5pKK7waXDyFJpQcr`VxoGh-0(AP_@FIENc7Q_eC`j*?2H?lR+B+j9* z&kr*U3=Dkn;{yPrkiss@8C$BgOeDYNGUT9+84Nl|vrHt{2RtYCIC=R3m(l(}Lm7+E zv?Opss7MMT$~T`Vg`LEgp`}+tAA4G5raiYpHDDz3jpds1ajCWXm-9Z2gP!e-nV()Q zK^0a*Y|W-ej~;abGSDpNhn-=yR$lVGNrp9?T)aen+A8E{*RJa<0({3=Mv_`hJ)TK| z2k1Ata_PI{hVIaIOh5K(KE8o~WO<5$tK zzh1Irr-)orHatp6UH`tRs(qt5W}^6xAd(2W82#2^?%NI$rx|FR^Q?nfUw!e#iY;AS zC?}^f z*)JE`TRHS$5JJ?oVhg-#@cgTuL1|2^6<6(b$UNMZVSTK5`TUEyuYZ3mY!s-JG1eV| zrz-oVvVx+UM8;&}YX)(YQW+Rj&|W%@^d&<{nQE8@LCNKy;|e<0qd8^o_MA*yTGIQa zG|ClU##V8Q5Wu#)C^8Zv4~gSBtF$1SDIIHq^=X#k_RfGLj1X-k<&ttff{%f6ulXC8 zd;o^91vXl{-VVWD?{F6xu5Z!N<70PT7>rqyv}DesK7=@O0}W9FSON}Y*g+3Bu*Cl9 zawCU~Ldl6sg(r|<1o5Ea09i`0B2Er_>iRJcL(wKAxN*s}Re${BfTC7@y=93_8}yDk zPE2Ae0?DG$FqKvzhsrvHgCK)%qAW#J6E6K7nABoK2(ot%4AwFK;fEjcTi58x-AxZr zfK$dTln_lNVHjQW)X&ACkVi=`ME$QVmjA|%IZGY*Ja?I|+#Z8ZX6o8Wnqq!(W1@MI) zRAXqWSM9|T0dKZ1di<-F_?5|ylbDEgv-+h=m&DKH4L@Fp%oOV?S|KTK_FP|U&NZGE z{9K7XGSn#~Ci@#{&riOpW{)=w_#5j7HWYUx^_|qDowNYi3|oZ-!emg1_U_forz&MK z8!D0)Bs`C!vva;^BA7i^x5?>LBag6w@qz!jAc}|D6l)`@&b|V(3J4$(5Db-WvW78) zV$>p{JQbaa{bdUKjVLB5?&rNcQ$<`$Kp81jxX4%uS%M6p=HCISz)03}MW^D5y?j2? z3hOtBnId3A%ozt1Y+Ud#&*tGFgIhx?dGT*31EOTe3)_QfDvQ?67^|;3OZCIj`900u zv(XNd)Xez7xqOUOO_pd`<&(3im(W=mQfjnZnX05TCnsi06IgGjDGZ0_Dbr-)iX-5q z=Ja+PD0d-FgsR8Riy^;Ep4bw297ApPW;(3 zy)P9*9({+&m2EG3#h&yWGGjSHA(p(j|&0_lHb?S_nkU5lt;~4IUyft05$(C0kr`(u(s$4ZtkSv zGPi5jt{Y_sp}!UpDGHy_P}IUk%XPS`v;?WG`C=XAh8sRM^xb0vP9MyXw2+@Rc9dR5 zj8)olK|$CEBg@=2L_yCAkVs@UH@S*B$P_YEHhSTHXghwV`&~g>8($ z8AGJXzQSwROF}3OXgH5kgE;82@5$i;K_GUJ(}X*tm{Df=O`IhP9kw6j0S-5H#s*#? zS{4q{YytGqWgLF2Sk_0%IO<-w`k?KT+)dmHJop_sDKf@G7?%O)!P{R8FRQng4z}Ujy~FFjhuM(;FOq%AUSqIxAeD2-Gzvf8 zVZRs+fe^zHzC~a*GD#&WQ`wzt)NqOiym~Anb7jZLiGV+h;3`*RaPrQmDYy+%MF|V= zKk5$U+M)m(&^06&Z$GKaTM8GmL%R=}y2#{z(b&oX`j^XyzYlwV61>3m1xC zI7wE}hvkxX?)>@l#(N^1nzt@@gcvBkx+4V*b*J+Py_S!R@v;&;#GOYeb0^P7xstf$ z*}_!rpvZ5{LalCw>B**k+e7*gDhS&7A}bIm0?Us`i{x`+5MBMUyHxF)#_OzqIU5k6 z1?28I$$JS;YTq|Sa^8Xk3FXGJCe#`XD7N_E*ci^DZNT$T z!(drO)DtIjgqCV3$BeDC9H%^M0DRA8vVQBk*IW;KBLbFC03(qEXKfh;A*FQnyr;9D z7j=>iRJNQA^4=MOus8t0iC-wccGRR^ZRZZ)g%Nsy{WuyF2o%&h@2F3ye(9D`os})G zS5`-6CIo}P+lUepc0ra(=qWU{PK=_+Nhh%-ADn(%(e8pDr$_oxMnzAc#z6d03 zM+;@f*RI`R-9_Qrjy;$_C@9O4F=Ax+?kY;3<8KzuS=}Rlph&5PPLci@sdWUOU^E=C z(BzhbsSgAl%^MXv-)HoZny*W-e*J9@#>GQtXH=Z1yG2bE^!Tvet?AJ~XnZF7W`f3g zq}Wm!kvY#Gjwz{BMl$99>;{qWZlux&3cHr=`lj?hoEi`NjKZ??-@j%q#Ci1J|Eci5 zG(XmJ%&7lF;g&g5G1F-B$&mmWVK3}4Ue^3^;vAaU#qgnxPag&4M1RlKe7kg39ofFe z6sODW*tpijhuaNjNP`}}YE@VW=b-AbMH*H8O$s1r!YrNA}Y zCXsO#_UfW=vHSIHYjswAsi0suN7bu^@2a5NKkgq7`;FK5kEfpbUuA{=pLCY~VJqCs zL4X^P=-^m|E=?!z9W=fesfuI^0d!WtlzUZgIYy?iKt3=TD0+lZ6(=;Mdw=QdRyV=% z-D`Hm*7WaRLocm%VXObfdSc@+H0$`}xwM`48W3!hA#JF|XG`lf@sN;X-3bg6#<>m>rYAGZ22tV8P>LM<@g zixG~*mDfKJB3kli<_u!El#%Fly@ExeCUI$+Q)J?YJ5ZTx)-_9+P_DK4W!+d5SrlVZ#FA|m0NLYZuun#B|_c8Fs6 zSs2{G_#&wLqD6}ii=`SBd1!GthQZ7@6}$iI2Pgy|!1lH~!y^w^qt3zIX51rHrcEn; zqy|FQqiK|qQVj>VM_7Nf9wM0nc{a-hw~}H)I2h>(d!w-gWQSfw_n3Z3H= zD5Lb=pf)#*c41Bp6>{8820#K{-T8O$c&PY%ra2Jy2mtAnu&nXRF0N?xxwM-cfBhYd zC2k0(^xx3-b()vTTm-u((hfpUrdI{E3h}#HR%Qt?8sYoz-FI!U!Kn{zHvP*Gc)hon z0YfHD3uGwsjdL5s#dhHuNF@0QL`)I$NUx7ZF-EQAD`xERTnb0)(ckauf4}gE(;q78 z?g4-36v$vT5y{_L5B4X+s|YMcmJQG#NY>}SLx7UU5REjTQhQ=57J-XQEHi6a{_CK5 zA%}cqPDq4WEY-e)*bzl7jd7JeN2*wmHz|UImervpinwQ6eE9{Vb3d8TDeLvZI?&imOlXahPV5i80El`0--maOU4 z*MF|$Fz1Zx;2|GCI!W&-T*ywQmN|L`B-*5M&%Q{i==L^>w2Nvp5xp@Y2=S6yMD3ny z=>T3N-HjORpjeB=6YCr&yO!pCX(vLn{I#L=zng|fFDZ7Wga}#Z&O%pYy3E4`HaNKNpvHVgbOITR|;$$8qolO`LAHyRgV4sUz& zCX(pu70laF{^pzCLIZJn5-INu$H$K!W5~R*>F*t1-}kRvYW9?9b{Wa}zCL3&crOP; znmu=}R-h6QZ{>TC5z8yvCd$uf2rdU-5u+Rcdzs=D@fWm{S?y+6i<2j}!8HAGE~e?eOWv2DwOs4gs7CjX2c8T_h*waS3z?kMY z<0jMFSG?U)uUrv-T7rN9>u`+PpLpRAGm7&mHZGS-8gNUd{s`##*SFu4_SaOxtzn`W z{q)mp`e(ZwSoCmW`JP;HbR5^gwu}Wu%E-%8|LfJq;y=lG^9m-{)BF|t;H($I0Qkr( z$G<=I+asN9Dr=g>H8gU|y-Xd8O{**!fNdm_6);uT_dxFdJGSMQYf}MFh1V1)jJ72g z8I$NsVe%J>)x?O5f`X+)jvQbsQ6h`swYZFt0V2s`Wl^*L@z-ZAo&5Li2xlA1ZD;f} zv5-h?rP=?Chh=VOv=Gkt&%kDv-xK*VV}-UKfArCMB88{|)UkLE7vz>+Uq-c6ERv$- zdIT{{NLfyH!gIk`#KbZW&A7OXP)jp5*zNf@8#NIS%bE%M#d0kbv;*i1NL z1^4~ujV#wbwEa6t2A8asB4cw_wh?Sjc8XCv-#QtG+@1W z*%O4?2nI@Esl3?o6su0c4U5km;zju*Vr4$&vZp$;vCM`+cI6UbBr*ya&fZFNb<<95d5@Whxbe}Z z4O_ajK-EkxG3Vnne2O~bWr zwfc;MVVN&ZbUJ`l{R8BZpocv!QpU@}@N4xUAha6NoeK9@=(_;`QaaXc@`n-L(}wYy z6L(zzfUDjh0_R#Z0CYcn{P+y-E_mZk3Fv+Mu4|v6p`l@!E1RK@_CN2|(SFE6*}k8W zUKkQ`wBuECv(It!Aaa5YU_IWyD zIoNatu#pz5$UhbQK_7{&U2-O9Z3Uah9RF>7^+O?d znje(Vaf_eRH0DoWlAHiy7wcK~qkeKSC@-`+XLOyr|NQD|i4KD;c2zUj=V`bFc>E z-1{`w;$crUt&G(sI9CA*D7)LDA(N9foi)yQ==Jw&a@6SD<-1f9u;ZXb*A<%@p`aO^ z0_a{s7qQi^gAPpQ5ReyzgUCOZSpoDff&gv|f{1pa6OjU$<3zP8!eKq|-FYslD4+|_ z2CGAkcbe@jiOE3~g1e+viiVWnv?=-b00sOq=70Lv2fEe&f08DdrpUPRW7?+MS1#-d z3>~v)&d}t{3s25|2y$Qo?Ws<~u+f|d-NJ3#GG^r5hGI*Q-RA_(`~;2>DSpj4R-)GV}oR3u?1k=H(#AGlsl5p}A!al$Oud+E1Hl)JC%ovziRJ*X7!d z0sE&Ouul0NIAL|Yv+H>4BV85cLZMb0)enZYb5qWPmmdl8b$B)^GjWFk2rgAhWwnY? zU0%20yuN5mUZ4FPO`-|$B+^xN&D!AQdbGwzXs$v29lWou&iG0OCPg4C?V#l)$B~uC z|GsFg-kMsc+NY>toFLR9SK{Uh{5TDG3%Q^W4VRbm)3+?UvQ31l#>8m59727h#OU1b zDVFb?L^(Wn(3Ag3L0)~h zcf&YVJxWX+Meap*6i|mI;2a9M;n!P0>jIhHa{kr8+SAh9yv+e^$?@u#Dc^kaEqib= z06fK)b(1B^20@ghVB`0*iB8OlD6wHGR+ccAJevNfb`${LjW%FE`Q*3BvUQ9GQUXI@85^=WMU554-f%1#D;^zfpfGnJlg;)C%IS;q|uWEjsxc2|; znqPmx0%H6Vm%JB5|1f3ifoGV;9b$mW(cz|Dq&AG`57cx;}5%--}=0 zf7<;cV}$kwnU@k=fO3lZC?Ih+%zX0z!Frv1Jx_nhm6Qjo09$0<4IELWXU{_^k%B~t zDOO7d^0RWC&lF}(TQmFf?Em*t-}d@aO_{d!lDYH%4MuTivtxXDU_lP$QUgRwQVfE{ zpM&nb1yFGC*vASA7q^>z87oWpddAjM!|)U&a~TLXGRajL z0#2eE2oZr6osf<1ag&B|iP%&`ihmZj59xt;r9`=fSX>XioRSizX+?q8v3mCBNAUP+ zr(>M4r$Q#{$Bl&$M-pX_cn1wmBx1?_=aMOs@&~>%{0jRq@Tm}gwsh%0GsVu&cX4-* ztxr{`yO%P#n~2K~2l>XzAZdi;-Ve5DC4~Jv3iFq7NWrWm z5HW#ZRjo2*Ou3~DElMFGS_w4ab~|!PK?Kl8R7Zkktv(pN?;F0?q;4-i;~$$G?*DLb z*~pl$Gd$7AxE#9+U=66@JS+AfbRq9Re`zW#%a+w9pHns+Hv4rcU$pCgu=nR-S)W%I zKZ;4yq>YJ5nh_BnNKYxyq& zZuXh#U9Wd@PTIJ^?aod3ExQS%Rb#gQ<|_r>$Xs z;juPx=k#jy7L|=P{aD$9Qj+gpSoM4yZ^*MdIb4qG&+qXRb~Kw%%ik{SjQLcrzxcPE zths)#{o0S~sPi}AyXh43>QixaZe?jZd95bT^!0!FnsX<;<<EWWU(8SUu%%z`gUv)x1O)u>=M@DI6AcAqvOTyyt3Qu z>tn0D+$SUVHU3@AezKPXuUkj`85|p84{Y8^UH=xs=7)FKO^`!J<`6FE6Sc*(741^7uUJo-B_lG$fBXX|M-C0~ zVV`S4kA72HacPV-#i{-{?veQ`FE3r*W^Y#rN=_$6Wh5rH3$>#VE&lko1<2hMH)?oy z-c4+6dLAD|1F}iifBlc~M;NBDYjm6gEeeYnyx^moUU@n_HFB<>4el;S{KTuFF@9|; z&!@*{uPlRK|IpKIFa7$lRWKv}4qQlBlQ+IXNGNXf^(Fgi28x=`D-7oA?(pz@xX2ar8(zs&9 z@Z67{z9^tdk_T)_=@B`^02?_6?`qii+fU4Xn|SF?y858W1k1jPJ(}v+a>wbW{hZJK zv;KBvKi4k{3{oWn)$|E=IJQz>)pzJ>^$u_WXNN(n%o|NK3>RiZ!=Zn>jZcq~s zIWBp+gZXs9Lv%2q;BK7pob##`%?hAk?NjnRr(h>)g+IUh?m9FN6i~qY1-^J|?H_PArjPte&bifn%r-}Kg1`ZTl>6@Q$>R|A}8eCGn zq3s=iZo|2p2FvRK6yE}hbJ@mI-*1EBwWI>qoNcVQaQ>`_O%itMo+K8`{dVcnui&7n zaW6|tQf#`U8)o&4OBwZ|0b#I3SQTQjpApf+KwL-Cl(dd^n+ma%w)$7(5+3Upg6b=| zr%S5;R9>8AC*y1UKxZWWrBS1OXB+tpr42C}StvxlFJv18#^p8Ig=a{n*;ySERWwQl zNW27(nAo}M(bhA>Jow=96Ou-RUGalxUor~;17yDyK@bx>+UyhcLQpP33hP|l{pxIyXF=vp!x{Am$aEs*b#CTsT3WqM?ZjT-1O^j*ciw5EFJT2IN8SDBCE)V9_&q(%vG;lA7c-; z&z=@GhEumk&JrN9(s;4!;C)Bn?JhBxc_XA><&()6P}jKl@9IwaKf|meR0c`n1Sa1a zRy=U}PAXgRIEI=0eqV2~y0q~PSZu$wMSTCiZHtr~n60Ho|Ek;_Jw=yw+@jIf0XqCa zIIqfrbagj0;%azO!Y1Kl!{OEb(B!3(#y}{SkGcnTe8PB%M;gm|>M2`nB&Kkxsf7uP zr6u+kA26=$^Upt5N-f0){q3!EMQk_y{H4o(fj2@Q)&@%$_p-; zXUl1tuqx#KcmI1>G4RUFiGdL&+bzuD^pMA06A{3_*H7;i#~+amJKgAUB%atML|{_1 zi%>j+AScsR&+hb$a=r>_IN+uI-Q1GxDSE8ZJX`{=-+2j!wj9YH)#N{M=!NaAyMJx+ zis@8NNC2nnq$f1Y1SrVgoyJe`U(4mROY`GXGqaJ@Cwet%cdNAsS{byJjAlHIHd>*p zHB95|1r|Z(iG<~2{#(6yx}GLELXt4GR9GM&Z=?0TbNHq{067;iP~AIcsi_Ecgk=M* z8uw>e1n66!X|5`szu!J)JA;u11Ix>tof@XOh$zI?6f6XNy9bcW8ht_2FaC(8^aa0=_v?7X1xNXf2P1QGli=m%rrrNIq>t(#R%~9Zo8q_ zWY?G=EHY4QZsiw-1c?apx4-=%^da^FqId%ewG>=GWpzSq?*CANhF)@qrz4|j4Xu+Q zO}~Erj!9wDPoxhIg4W47Y{rB5Qpzx1IzAk3IzY0@d-m#8NZ=F?W3CW-xa)M>u5v9J z0y}lu1P*q8oQal?FH&hh3rsfrM7K3bq_Qj9hkP`k22MKcv%(2Psp!U|=@@erbzDf5 zpl%rFGAxXLfs@ANb%(bLq(QTPh?hChpxc1mXU?4InLwsjY~|=sb{C!xFi767F*M(= zZ^Qal#A^7LkRIfmR5Kpl2-%kbRZ|vjMsBubq z)xxJ12b+E{HUfs9owfyAc^#(4~)fjQH}S69LAl zAAC1%)*nTfMqU5FC$g;aREM&zjzL4?<4q?dpPk$&!J|*!v3>3>^1_nCW+s_a z2840zMmKxZ{-Iemh-Rm%I66l%7HR*GWtQ`idB_09n8|azU`7#dc$|I1jY*odbDWWU zP(fEsA3A?S`t1OBAi6OL7b0rv3X2+1bh zWR`$iHxUW5ZoPCBKy?$Gy?Asv{rPgFfokslpDT6=G@9-u^T;A*S!*jF~V#g*v z_n9}30lm#GcqpH5l-HYQVsv(*QNxOHUw-)=728&p@NSsG;vjQ0X`T;I_8rehtkc!! z&o!7t1SbM~Maz#1dq5Yg4GA%9{~%}k2*w{zmpOfq+9!Z3D3$sbWW_|usRoo-zJTMM zSZ1P!s#C&#*Od5h_Wn$wzh_ivP|#*#{4}&v@K%nD95pI&%pN#alGQ4`{wftmKl?WK~pF&cv`%Mla?q zkldi1xl}W!TYW@vtx4wYIX?otA4jXeRGoZd-y28gY~hMcEm5I=Pd`WsSfwX`Qdfym z^26U-&MR?yx8~J!GFdz^$Frr;;Au=N)ihR=0J|YXYr-my7F&sca^68{_Jy<8{n#&t z4qbzl?gt-y(01eW`N^?e?u@thKa?NTz0R`jb7lp{GhxU)#@^9$f$5TX+nlB+?VEgD zD=g_*!oYj|V<+`>d;ezpl>tUpXVcx@ZxVO=&vSF^=(485F~TX%dBg-tR8f9{=TqH= zH8fXQ?wKPT#Q*k(@kQ?%Ee~3^Zu^xhqr*$ZEX0v4`eHMp*vBge@H9Anq6yLqrJs z@Ri$eecLN%CdK9zEOZ19Dscx!NwZ(LDh!PUN^@a;kg$N1)%XbW`ynJiXI1 z6&tJyC|sYeJ~w4f;gPujSZmKsIXI7QL6&tD>CiJbvn5=l>mN!5sGaOox8LB{u5e;B zI@jiocn*k0*X%te!JXRQoc-6C>wzpvr-O)yfqk()qJgptT&XB4W{mnqVrfwfhD@fP zAPeVw9JCVWe)W_VwzAy{5%#8rmry48y!!of^!<_!Iv3i7YB8XicA| zEL;=f3wn`(ZVXHKgd1=0%>uzBt_}Wpag__TXgIQPn>$KjxZJFA?55>LC^F+fZ!y+< zD?LNYex^@+nnoO+O!i+|Sw+Uowv@~gRReQjet;lUh)yP{%X3OiG3Dp6CMxfY*3!87 zY0X;g=)ZhHI3XE7iBRhbt#0fIye!B}M$MS9TWIBo36yqRQAQXXpc{@0h>d)*lUIi5 z=66zM2PX-S_x&&5GO?omK1P2vJ^n zr=N0;2sJfTZ(2+>2GWETJsH|!^=Y3|9rv6+_+6Cs#t`za^;Hf)*Q#{svOJ-36Qeh@ zEU<2;e@tS|chf~mVFp;`DVs81_R<4=r(w_0kfgq%zr*QkYKbc$%DYplp<@aGUDi?s zrKaZ6azAqHeD4i#ixcOOLW#W{I;3==*l9#6_3%v2U{NvU$xsjWa&*{v!>jxIOWzbS zl;zsRl9S^qJp&E=vUvLIsq{wUJ(D-}D=@=W*SkPCQR5lrkt%W&pXZecu?s6R^V zk<844aUH9&*-sLzl8t0}Ks0FLZoc-FN2st~R;@BE*|nVGRfIc8j^bd^9+9Y>MmdAA zG9Ew*nu*#vNTM#OU+7|}w1z6Sg%CP}9!ze})j>fTJW*CfTDw;?K{VO0Bv+YA!J+b9 zlMOl13;I@7tdOh$k(tjp>cy2u!r~2&;akIFi1&WOE#~!pR*3p%EX4JTJ2 zGfqLoF&cMPR^f#Pvd`DVcOiM@`xibN!WsDlDO6$+xI);ioehY#O?Ip_GzlKPIp&9E z4y}L?B)Wm5#>nbHJU4V4!T19!kJO++-iAbOVpXZ0^-RlRNP$L?#DT45R9uHWy?^NXj{T(wQJF*bcNa=r)cOhF z%~JD;mP^}i-H;RfxunIq+#bCQ0rBSZjwZJDuf3f!QSc`9(Ogs`A}q24%tD4nXYH+& z*CAatx_B$2qP&u>8)zdtu+ zFNLxckc#+wAJ|==!0Rl6W!3~SQ?Q?b%=`Ld6pWz^t=9Hr`u)T?{|&TjHtLn;4()N zv_d~;FK#8LRt~}AWcn(@QZWx`bMbyZSw67%J6K8?r|@>cg7@QH>!ri8U(zp15I|jw zOZKBdg91uk)hu|vzW%kBzP>uYwBg}SH48DdTs%?J%X6!C1hZ^1zkTH)=pZ_RmqKPS z-xj~<-=7|^5X##IamUHo(?5IVz}FV^-$HSB7i#gjB4<6~msizE!!b9t?x32S`{kQn zeyUyOs{L}kg~WNld@mA}N6~;cP4+kW*M+d3Adt2@p<`{L-nQ-Ab3a?bs-MvB5zdZ1H`hBj4W1?ckP!Rod0AUKo_Q%Nr*)bH`>{YV=(8FS1xE&lc-)sJ-(Y*H#&>| zxbn?aii5ADPymoE92~MU5%3trPk!}L*&S_`Exmnv`(s-r9fg0v#*t){1HDz_#+x#W ziDIrJU-`;YACZ{xYPLylK^@Q7slRgS?Le)&i=Br-*YMw4hqtr}MSEoN5SnW78u zvSdVQCxI6OU#HZI!~F|4_H*1;n#A^~$&Ezmkyi-aE)Q&qwN9xwMnGwNfW=ErO>vgr zU=pkdWw?6sq-CvIxBe0=DFqtD>@&$=FCcIRZkcts2Gq-9LDPB6nL__1hfgZ_%4n!d z%j$OejC#ao^ytx%*O!6zsPWASKjm0$82CXX3Kdx2tS)+`PPt{m;vxTQNBCSwl{%Z9(=-X}-^ghBDWjgH?EvWH(JDty8kVh3bp#dv2ujbV zQ88?ku(4LT@BNR7-VSw`>aL!UmvuOFmE70}JCfv+S!$T#G)h=-=SY)(14m~a;aDxMt_uCb20JcW(5!1$Yigh_4)@nk zH4B^r!r#r{Gs#gvh2;8_n}I6NsE65-Uu*I`>uf{5*YnkUFJ=9Mo+aDueKem7ctQDe zV!oIv$kQuWap!zyuqLZlRBX!xOvN# zstCI65N5&XjbB(q#qSvEV*kn|ggA#*sL(E7zHDjN!*1?L_7bLilO*kYt1Ws($@&@r)-9;lnn(GRH;;5()Yw@nJ z30`Zk1bdfJaU9!9>2w4~US*#j?Oq**s?#QVY$H%Rj3&CtriT;aT^O z?LFEI&V7$4a9M3V=Fv#h%bu6pGW{EF0TA^+V-|KJS4Gf;-edWB|Iz;=elaFUL$^Tn z)1Sry!Ut`I;4+P7oovV-p_dywDD1+}Ut;u-jW_Kl!*;@oUj<-JIKCL%_8~3+@zyV0e8q{tvD_ zllZ$jAM9hfUPi8jS|yy`fet~DXX(oAgzU?)C>9groc0lt^E}6}R{rvG_II?eGBf`$ z(W%-06EGVI1`*uo_hh=-YVd5L+K)f_18-BhO4&-g#e|biefu)#k=a;>or)D`deNG2 zvGVN8|GkItm>+I`<4T%~J?gmQM2dse$&J0$oi_jHBhV%W{+~`)MFhAyOm24o@RT;L zc!r76bRT6Rg#aAF_<;)V(8WSX@yGWM}t}Y9~ ziq(adCJcx|q<)gn;V_~)pQTja2@s@)0W?$`!hhuKn*jsOGs=f`jq~MT)r=57MSp!p z?SgB>u*hJD6h;R=7EHAG-G;lRtm6?#h@hS?CzBNnbA~*?@+1T5fojpTc~ zQW#q^p@ zH=vBV0VT)FmJ^ZIWMr|$t-dp4x-nr1V-V*bhNvamfX&A__p|^Ly*1+Q7c7nG540!r zIn^_qKW!}O^07!o`%lb=vX}F|Fx#UoRSGLZ1ClbeByrK-n`%n$Wq|oLq4xU9z~8=7 zc^tqTipT4lk8^%9yD`dqI9jm8$7|Mn$j)nDeFkJf44Z}pqwMS%6f^tGP&BDLgxoPe zKW1YkR65yBcPud>(>#Ms)y~GdF=%e#nCm9bzNB62U!Bqq&S}$P^|@b8Oss1&)%J9@ zt@H2=4{MzTRIhY=2FtDE4} z;-Q%m(j?A+ek+P`R?+sYTX#Y?lku+nuUH;s9~E+N2FJuy+IQ&8)vbKr`PT9Uvq7lH zCf5?<_fW3vgqJQ(nzJO{J-`ffVlwb9UZX=um@@c?cqA1Xa}hI68GMsAElza| z%q;%H&9~$&#zK+47QF0>AdRq8Pg2}WS>;@?INlc&hvan&092T7aa!>9u<*BCyV;lK z{&=a&@}dtaf;+Wvin@@nd_~TC<^kjXaP;k*rv53>o1&Lm#E-c*xczIHZ@9gGGQWo% z5=^hme>AMPs`LzdqJR#|L~G`M<#5}}rhY)K_iDAH-?pJ=CzYo44M-V8`rj)a4Gk)} z=g?Q4X#JcwwwuP!?*i#ju7hKVSY1yraaVoU(`6^gO129Vpf!qZMKF$kOqk@ zCS;da^r5lwx`|JD)`Ak%ZYQ1!g2aO}F{KXb1I=Dx(CAg5moD5K+?bmiGdL0+wb4hBLW7n@w8p$AylOYW=kgWto`BDm7 zuzpG>O*2@OYl$qXJ0KU6R7lB*X+HI!!1av_pLlaa-=q2Rf^*I_XPks&x3b*l428ZuuV^IB6Z zL3{uHS2+Ffy6qQm)gk(eQxi}sk`jxzTOP?u#CHrpqn3?XgOlF@&*u3&-52mP*QuZQ zdavK@XZ$|~;-ra1UtZ>7S*4TxM4;IBu=>yQ|Nd__eEqKfhF3x2l%nMnY@8CgX=0Y9 zQrOr0{QAQ$CVV9YFny&-9;uJ82im*u-Qjsm^XPm7x_t95*SL<23BrHk6D~jI`innk zWc2I8qpvlL|EnlkfBh>KlCwuNs&*|5$M&aK>!~)E4NDVj>o+kN)qc~(ipzBN#30)24w%Omyvx^9OIH<0O{`WqehJ?+80jX z5GzK?)T2jx5LE1G?dv#SWa?%<9EG;c)4Sh9IrQAvX4mKI$g&`*X z`B!pN%?p<{g4w9I#}{)NyE?uK@=zo1B@L6s+6)+5P&8ZVbVM^Er_!yg?!0O|q3O%W zSA&fLYoOU`-m&hA-xV1|BuYU>n9aBPy?&aZ)dG`H)WJRH#T>v6yZy(%gAvl^`{z0` zTH5B~sukoIty1#Iupj+L$dwdi41Gi8mJ~>LJiR#38})w$W>TUgdAual>e-MCuhKcm zF_h~W#im-_?BDLRkiK>rbVd&xG>@Pd;@Qitjg7D&AD%IhyHsW<}SuP46si zFo}a2%afI~0z`A6i8%B&spcM;P0XK zMB+o-oOTfz3h{Tm$O&;@liSb3 zn80I>Os`T;m4~2=LndFU#(6H+PxwUPn(8*!o>x%$0)JaQQHb$t{|g>d zW3H2;zl;0*-g?h_kEadbE2U+_ojzkcDN9$Lwv~KszH3Z1rd)=+E93&_t+Y5?{}(|L zuY;h=elT}EdziQ|iJ3EVA~P%)zC)5PbdhVmFn%LSBj#O*!mN#Mn$J2_`K=bxufP7< zHh9yEyye`5==ep;U;LBmjz1|+0a~V7-Zba176So5x^bb30uJWj+w@uGj>P8TdE2tXQeE)rGOBFQaB5qOeoK8+B zj?Y1=1E4NNu<;#!%SP3SH&VXYXW-Y|1+fh|vo+1Tdy(Unj{*5qrWViF7<3+601GMJ z_GKuSq3J*3clsAZ+n0Z-2;;1JLMr7J;l#Ivm^WS0F{G_a^J#S#Tie>)_ga@R%E>e1 z$QZ}+m&={vXfpJ#zpYuchDsS^3(8QWbu}FR!n*>1|9y20+j@ul(*M$RJ^c_Pwj*Ev^qQquosJ3X#emv{ zkt}TaOT54%09fuDz{1Cn7U1b&stJvn^CaU*daKv7_LYl zT4KK;(^|Q8YGfi?Lrq%DAs5Tb?%7%$#(#L}5ndI8gW6VYa1ygov=U_lnZKw`AMv~0 zV|-W%mUrg9dui9GmK*vmoFL&fyn`B7LOGW3)t4ILgtENOTW?*IKOhWx39d<(}_e0Ofd_=SMpqDF~v*#>n}Hy+$MaJSxl`;qAM9M z{!r2)ldVY$C$k4uvRm~7ef1C$hNET#_j;EB&T<)9L-+z|Q{x9}nAa;9&dZD+xuhz0 zm%(9lTTQTAQ2H&!)5ZV`ppB$zXye5JOtM;`WsyVDY+X!!M?rGucRF*1WQiuw8fBW~ zg6_5i8PQ-bZ5f<5DVey{`PF1V@lxY4W!)=<4rcxnf^f%a!x{JtLchEM5+c+S-|I|= ztL1=K4sN9$a<2T{j-wJW)+bc^<42im@} zV5&pWR^CQ97MW581F^Sb>yy*Bi;AK03v2Lioz!rGOwR?6516)shbKJtbQi*!-M?Q7 ziOBiiYrW6=4a=g0_^l!h?{L+LPl1?Hdln76Wvk45p7LdH~% z{zYvDxMCsZEhwyL8>k>t4lnNjQhyA#;%#E6m#qa~;KSC_nFnoT6!n68*ux6k0yQOD zw~32ONm%&f-v{Kkom#%)z-KQ&lAK55x6)-)7Yn?7c6<0Q-&4!)08|)vx=#IWL*e~l z#=RtAs=T71GXj8`s<%0kZ;Qnu&V4A}DGUVZ#5vR>qo`3|zwuIqfHH$dO?`B5)eD@z z!U7WGJ7ZqFs5(2Lj ze)X59CsYh;s9*u51obvh!E$@U(CBs>P6qyO(J#7HGRsC4u-<`gYfRxWp53os|F(?g zoeUYeE~-zr+NXB64S(G0LeZ|yF-4A3X^g>M=@^G=sCSwN2l36Ha=y=avGi8<`ma@c zd`<4fx@m;m>S$qwPV#;I-n=J+G?XCmG{;$MNN9#^zmFi_MvfM^)uOqFgnzcRBSjM{ zZVh=1`ko_`PX9R|pM~>+rg-PBn?4Z00Wk1?ga9s7Uky1J0?4{t!~q<_C8(l3d4)Cj zk+Jc1ARl^TR~=u#JtCab^pqGxTo*FKga+8yY(WdBHVF#oF|1MsJnrP|7<;9h00)AV z^i)|~gJXMiaXc|I04$9UF!1Xkj!BU4PkiAnQKReG!Gi`BfTsu^6|$S$r*f#k1-Qc# zm*?Z)Bk3Uo;(V|PO-3}3{Ofi+Sqz9n&qS3Y9lK906=6upyoM)RzR7o+!5FF4OZ_al z8PmBnxc+I1s+voNHU3h^-Bbih7Jsnt13o3RP*Vr+e!$o_SfN*llmW55Q&4c;I?r%> zCnu^X&?$f=tXg`|zK*;^9&?)We*YTk*f+1gsR5X><)tH=nAh773;z=*`9JmamXB-B z7tix2s!jO>vt2=eg#32rL%Yu0P9TB}NdPhIs<%PANa)svh0(R`P6aa!k+e;x{6)q2 z%nE8sC7{{GZ2$Rr8@$l)ZmV7C^HQ_?(#F%Ug!rj*Kv*9@Lbn}Cf_Cpgk|(0cb`Q_H z7yF}rIa=u1d>67NX2kexhkyvl@mss2uiN(cm(A%kFXjMhw9xylTD6je;r32ZX|@z2 zqN8(2rsBT7ng5OpWdS^ElZRe1H4@p1=4J5SJBEO#Pd92bnuza7$Hlnhol^%|UugY2 zsdP`lEcga2h5h6XVw=mY($o^3k@wPpUk2|>@*3#7U=hl8` z6s4yO4Yk|eiO}(D7VO>B<2#iHj^k7MDVJ-4n#eXEBQa zppi8E;U6f@Kpu)>+mRmB{QUaEP2*z!hW~wWzru`sb$O>EHF6&+!#FIGYYgL1SR52v znq)I%vV1{4o-nV!QfJ&^%i$svkQ{Z3qDH9sX_D8`|J`f5Sa@=BN}SFvi)uX+jVQU^ z>ggL;cwf=WGYi8HCTLc<8j{sN=ty40sSNqR$y?G#`THAzmb8Ws4q9=piyx<#4AcNs zMAV1>IQDc~yU3wX*rkvqQv=~&Rpj~3sf#=>8AHj~j{A`$b>L78;YrBbPM|jz8zAn8 zetPt+PBGq;tA+$}nwUly<**-x(~N8zJ3r^s{x6Iq^vzwF5-F}MHo5W|7D*oxmE8kF z2^SF1ISveMOM?kRsxQXhodw0;y2>qWH+2MkQM{HABr%({!!OM-6otk9uqB$2P2_HZE~^a-88 zc27prErU)U;y`cGJZ^LK1sSzGX*j)aHo?zYXbx$x;|TRyuvX5>?G2T~=Dw771Y#&g zotIhePub|naHH)+hJd={rT};scf0T;gTS-obFUiHX3Wm);+K;IzRmmZDw_F;-~T@% z`c@3}I@htq2`iuL!>ZD35;zR%L8JB=Zu@rq7}W z|C_9SWk8Po3p(|?(QmmfykGm}is9gUhf=C7pe`EN+ejmIjU=08G#cvt1;UE7` zg_hw@uKa($RL|l6?;h{hQLry$qKCYSgY+_-TC-)@$Gs0p--rqeNK7M%Y&ub0kK#C$ zV;>Gl0K=K?GzU*s^qARbV%^1OmN#reJ}T)gN!Dd@iMEpj8)MOE4{Fx3E!>qM(vx#?%AX9a?!G7Z zU$KvBll7!2C(W?3N+jTxQSUA_FBq3(^Jb5=VK*ie2iKP}YmVEK9_uD-+Olv+0WSwu z!iS9;yIfjFg)Fd>@~4ntY^i)dMbE7FZsu zXop&Nz&z;8+kZMa(goIjE&pDRj~A|Ij1_Zg@6XBXR+8ZT`IETFN%*%-TrO%7Qu}+w zeWTx6`Fi|7qaCZqxWDg{Q@-GiRZi1>?@H`x<(D+j$cd2ob<5S~N{#z1o;Y^x)Q=WA zMO%0{MrDcJ%mJGF2(6?TWfDH;FL0f}L7^TKV8ywjxkfF2@(g)oviL`mLpX(1v4``x z3eU=Q*0rO*cz&u+9oIgyg1xh!A+}lNQ2LSEs;5hQ8{J%Rt$kS^rv$$IA4WY_zEP8V zJS%vjhDn^i)yu4e8hm5SF^@K#Ny`EbLj86;?jPS7)|TZLwOXF?42jBG;V`zBd!t+Q z2J)}2wXaUHs9F)&96tKzXMC!9Bk2qI`hc3R@8%SJy-oGoITv>=uU68MA~P5Fb#O%o z8Pp?(+<)VCwL6bkt#j`=4Lbj}cN0RT}VNe3J@!mTw05%^^!3Z^So>66 znDIo5iOZ`hOX8N1f|ww!=mG*UEn!2iG=?g4j(z@Qrh5WS(AqHHZlm$+3al~ZI6{KO zG==X2N@rxXZ&aJSYq4oF+?u0eUb|U^ZKh`r_eS@rTkDZBpJDkdqw$hBkGZ*lu-)tO zf^*kHh2FwIt1}dI%YZfNN}$Nz8rH0N^V6%s-?92z^>bX6QaV5OuTPg%|5L3TFICLq z@ruWGDl03CcI@&9R2pT6A>5jflN?@}4L@lF(lx_>hV#&gmSA{K!~s?HR`hwY^Hy%I zBP0J($1;#9^7`pTw~(@*Vc=CDe8e2jF-A`pB3^Fql-LZqcOa;FT}<^Cvo)Ds`TA`n zVBap74NHmg*+ShVD zKtozU82eD!pX%@odrl4`|Cn3@OqkghIC~_Z>VxYu_fO}bpet>oN#sRE;wao~LIr)gtl}t}A~K8L^?x$~Tmv@j`8wtP zZ+=0ag&8RAy}TY}7E7RQl-bq!*1JsxYor%kK5L$whNwu{Pvv{LC@!^v(W_!UGTTg5 zlDtXbFD0gQpM4z-&sH*X+bgrpLLPAJj$NaPcVe3ghX`2D?Fb#K% zJL>k@SMOGtFeNJWU?e<>rY#OdRz1F5XG4!UpWy`+EDk=vzs6ze^fqsSQbQ;qV4X&F zX&jbjArGt{wV#0F1%)ql#)dBs7KHOIkgF%8$S#`>l?=2Mb=i(P5cz+e5k;+dT1dEnr7nQ2^KJNG@Yi~#m2jTVwJ zP5De%82a$RPgfuQdU;3(+gUNTM^-z7d(8jk+m@PYL}U@0*f_b!8P-j75eUb)cF9yV zk^yV{3iC+hR!INX<~I8LnqPP5SrIi*Q;^=b6f+=q9DF3h@- zx99o_6yP;JX zM}7OQy792+!h*brn^@5tx&A1-$j>-Fe$mG41VG3cK32SdJ^_<26-9^+%b;!4U9+6C zqhfsft{$;(b$Y~Qo4DqMw^y2SiC^+OZP-}Wn59d&LsHl+?JTcRPHAB6Elp+Ic|51+RY4kT|}d8Ak6 z2JBPFnCyHVH69Aekl4bCFrXRoyh<$B3~pKwWA8cmhdulu&v<0gre66-^1+>_j#w8I z)RZqX*bDfcyXSL(B<%rn<_vS_;8x0R7?yOv`oM>iqdMFM!};*T4^3IZVtFeGxmJ?# zWKVHs%dBXJY;23Hmy>qNiH{UqlUAfU;#exIon}2@kaNVjNxnJTGMny5-cWb(k6>Ry zdyMZ0=D;rI>*qsLDudD=sl8eF_m3xhMJGacBflsR@W>hN%($~D&x{SUogMJ-UexRj z^-XBlS}#}Qc+3Rvf%MLTcqOtMl}T~#vDaL^s54jI)(9)+YDi$9_Pi`3AY)zWZ9!6? z(K}!OtpQM+Hb)oo;u zA=$~H-G{T}5Wj>FHwKwJ$wv)V&F^T)z zUjK4a9%>9})F=2=OvR@9bZ?7iL#i0cDp@&tsMC|4bHEQ{fjmizd%jKAAQ2;oM=Gae zOxlrlxLd9QoE(@gY#bm_bFL-e*W~VL4B^lfmF(IZ)(yyk{>)HK>;WF#!W)%Cro07! zl@d1jJURB1$CNNtT0;mRa(4j;Er7^*TUVYp=wNy;^9OeV>A0{q52ZfjRNDeLSICT7VK$m)qmzWr{s!+}N4)H7Tw??)$~8fArY6mw z?~4n%4QXKN$Fl~{3ZT83ijGnOn}AZE^yJq}yjPZm`a~cB9{OgIOK|L_bDyT2yEk@v zz~0+JZ!{!XR_JPyvL?Io4z_LEW}CQ>SxPLEq3YnnvGIMo_S-q#y}QRnf6P9WeT97l z_Z)St*d^Jc_NlKhf}eZqA8*X2^$b~vG3h(0z}8Ik1t&XD_v8ZLmV!4kK3PH-7aZo zu#%;X*x z%mF>^(h8?dzBV*^^|rOid1eA+P5ipQ=K67Mqxk+LKV68Dj$5~F3%LLv*inLpQ{Ey? z4G5Z3Q9AWh$JA&X6KLt-|b6BJ0WCQB*KOh=WuXkaDFse4?Vci!pB;+@?onWWtX z+~D%&8&K~r?4+5oYTY`0x(TQ5fle6s-+q{tqkI@3aoiOTCx@81`IF%0Uuo*dG>So> zA0Qp~fiz6Wf_flj95|G(Uq(51Z9@O5Y`S>Mm{L$yseByQrLJ+wyNe#gB3!%J+X7T! z9?sp%2my}QoFOR((xJ?l)xBN2MEO_Wf>VP>byfp+>gNGL5j;%p?lw_$vFT)b4`}-a z(W=#?^|6N!O}${e1-@_Ye3GEAvAj!cnwvB=_F0+cr7VLASC@L{z~eC1mD7TXJHf`~ zctrg4)}Q`#&NZYYip6fIji~k#rh?%whH2CZzovj|4?MgPngx_{Lv?{p2a%Q~c7wpU zj07NK^B!(%5EtIIz?WgPi77Y`FC%lQM|0|6cpWe2I*<=Lwivqp>xiQ3DM`%Pp5B{A zhH>R8px1gtfI;k=iFMa)@&$qJL__R0UN}dh@8#1PU&af#__R;V!pZr?nIBI%;!IO% z=8@j8W4man?6HsOmeQv$ncf+iU#li=IyA!vFQdhHtIT=&cuv^^SY`DQL=KYjsK_yL zAJf*Idow9_5X$t^z3EJLH8r8Y?^OF#M_LR{k6{t)a5~cNM)aomX(29EKJyFrMg?*J z*)6boba2xfW~D#mb@y^kj>>=rak|s3hu7dbY~gImo&3{=j7LQWueZ!_-*Y&x2fM1V z38-)<#nMBK^9yeiy#^7_(p@rNFAY7uAv@DNxrj5;kygr2j`yH|Eu-CCAFMmcHEv?v zhYcU0iEui4^k`j*sN8&ZU`JCE&3w0xOXed#gns$7V(UUj8Ig`)FW0UNitQuX#uieq zGi(mCz&G5^FWP9=qaf3g^?CaF3EJ_4F!X6Ri9x_ihQ>u*GvnPh`}EWJ&G%TK>=pTg zLA_~Ty!jLp?ti@+8rU_QPE(~skZ z64HLmgaOX0qTJse9M+4TTOdm1N$6G42-z*H!@1o>qrKh_PBpi-gA+5oHnC>&JwDM4 zXn%J5EfyJ@Eh>w8xl6=ekEH$Z;|9z|{(7E|50z-uEoaE!*W|m^I?x!-N&Fn5 z+}6`YF=$ok;J#nh;VJhRPJORmQ!G99qAiF2m;w+DaQgbsGRlTG>VUF$$cAh)+$ z0|UZ=cH_ZM!y%V4Ud^C+@;Y@JQR!ts*i&DT;VJSi3KL;VD1xfZ3Pzj4s4W&qvem`R^{Be zvyEaxBxvKPJ25c4Ri)tofpy|&-74OEd!DZ=s;EE2rRB47GMe=}(hoU9Mco_s{K*h) zjISR|NXld!WyTK)hy)R+$w%0k$vqPnAlg@SA{F-GQ8~6j1H@USD=fYuM;aN6lvG1C# zYW2V&?-2WV()KwI*-uhiW6Iy*-UToi;@h+v#eyiJC zh8iPYfnOP?0i;UM8=&s<0EXdIpf8MJ%LRmlbN~(H|{;}E4I&9 zBm?aVY`K8g%IEA-FLvpMUQ7TDRQXwE#uS}#{MtnwhiuV49Vwhy`H_tlKAj_EfEO$7 zL1Iy#EwlUd(oUV7f3;#6XRAht8s8CNg>)prci2L(l(yNkAN6x~OYHdvBex_Ly;NID zouo3;$S*Mbzb{#0m$lpp5MLX$;u!-gXIW=s=RdnslUWyvzTG-^=7I7gGfQO-25*y& zwb7|%INA%dg2zAIFAjIv6AvyA3As8u^I`2nWG{47rx5|f248xi?ZhDGc7;XB^^T9S znf);ZTTuCvqbKemn7yoghNPqo?$|8HOMoy=9v3z%C#7+2gMW(O)BA(T#)i=wA4NrA znpN*wkSU#vP~TxghNSQjyQ%DLhqXaPS5YOa`lAE0DC}n4m@x+&=ootffk8XxCF}fp zT~#JV6aCQoyrl9?p_lu%^r^C$9np1~_l}so**E%Z9b#p5m8~Z6Vn*uzUK!`^xl}wX zmGy-s zg((+6?WicHl)dff7}aa2rR61*YMrx+56y_tlvh8${5$FPV^~Eg7%yDeKCHfaCd8*8 z=h=^>1o-B)t8vK*Ns&k4m6gSQ9#rx9tqr0+Lh86tQ1P7(#$p@4WS6aWQD(#XhCJin zYig?;1X%F1uX;ndm)sP*I{D$8pV!@M(57>*chlX+%OX-? zNmpf{r=(sUHVYQW#4z0H@Fr>kjck!!+k75t7w60#qDUP4-m~(Jx7c5!NO}@VIzPE} zixss)SQA-&E$!_A$t3Ud%R)~)%GU2sdjPeV zA2VY_q|W)DLgoqxc^C$2b52xQ~wxV}afN_u?JDM#$eID)^ zXdwrUUxx(GEwt@T1~X*)h3~C1h!YY~4IB#61wV8jXNP6f2S@Qn(`YO;_X(`Cp1Vbm z&Y*z$4sdO^xN7vZR2FzYf%gH{I=lS%k8|kYcLB zdggA5=~K$z{)KL0;g3riT~>%mwd&We-{Qhjzab9A8GSarhg6wiq$v0u7EkoPtZ2F0DP;Y$g+$zG5P9RF7{C@|-@x zhI~?J8S9@55~w+y6iCxKD=wtVWB7!Rm&Kz@cc~{BC_a}=HQeu7S@(4}tezA;3^y*a zjnXYq5R68G7an&iqh!774w3lDL~X{5n7X5g*VP)Yla|9bb{Wn%*T2EJni`SiQ)tdqUI`sr^g8IiC*fX?2aMsG3343Lr+!EJ!~!T_ zO*AJfG01q=-ReKUZ?#uh=-jBhr zf}oi2^~4CLW9>-*x8olx?@rNjI9c|9$d5hEaNbd1`$y{5jxsbA)QFIZ+Xvr$1zGT zk@=;^z%x_raa)T=6V5+9KG-wz^qz+qL7EsRmkn*yJ=$C=fGUKj%m0E#k>0IM)Q=Hofk>fEbzIxd&SpjL z(xnKtnp3)2YDNQn>!tu6@0gf<&f*!(?P7~RS!NkT;xsn#-hv0ErE>5>;Of}<{ljNb z`U-DQuonDF7hNhMcmS3`YC4=C>n|X3-dI@Ws~t`;mcnM)DOx6+cN>oh(QX4tOM)lX zmBP*2cE3a1KIqTPKkiT4%QkX@U(5knC81GA@OV)mMQ5iZ5m0fOFd;Mf=ITECaF~3| zV)}}Od$`_BjXdV2q}e2<<&#%Q154-?tYGl_Vv8>x<1I?NN&$_HlbD@kT4)-Y(Y=Jc zj&_AlNhC+Z!{*nW+@DZCi});*7XVmaA{{LVC!>bw@F#4a9rPk}YgCu4 z1GuAMYM4GLUA2}oc_t8E$nz&X4|$UCZh@b70#sMtFq+RG0Tb6|+_E0EktlP`k!HtL zJ=>2#q0r+JMSGceAuv5x?vue;>fM{LL~jJ-7=d6#>9&@XkuN>U*%tHbK26gW=lU4PH0sWfpaT_Ad`0V9K>16&1!I z#OmC}B{UHnhWEbzH*v>rHSF|t{fc2Xl1NVaMhcLs*f$D-pSUQqZfy1>;uyr+J_D_$ zUEcbwGF>flneCDS>MZ~-weHd5T7yTRJFR$X>M$kF7hzDVo|P*#JuH2}l1hjc1erfG zT}Ycz=2syZw@kY<$nT%juECsQQ+s0DmEG2DB(ucWIkyz>K)X@m?^q`2mL2;7L(PeG zr5i>HW~rHgRR7Y+($)-D`hd0Gft^mU7i6lzyWBLfuYhUtQ-jqUnfw0N-uUxft~FIP zYuS>MAt7{zrIjo5tWcsWk}!v5Yb;=-?LyFonTIEZh3%e2$Cqa|b;&bc-ovYD*0FGV z(rAM#4-?IPiG1{MjUj=ou7RzYxTsQrfX3WmrXw&mA=R<3+kCq)4A1*K z{dGX-icmdT>hmj%zLZm~wuhWmsRnkE(;9n!;P11tY=!lkzcvvE_!8>kW(=(U_2I*A zNOBx&H|~@9#gHML&kC^`#FKr825B>>*JCmE{^Z;>pcv4%2x>gQKT^$rW6e!?PIU7- z3XJ~Z{I6Xd6Y7>NfTdyvcs}K5bhL>=WdyC0+Jz^w_>RB~uho;!1a=~DPk(=M_*IIu0q5r0#%K;!26%H< zR?lQS?dy>somoA+&-7VY$5MMg;|LcD^A4xv7Q)~ecCgE2HR&$+Rvv@<*;SY5oJVSQ z2F>}D+9qZ{QzS3;-bgdbcEK6oKA}LD4o@F-3K-#2=u`JOhU=?N^PZ2XLLlj)?SnYh z*C3izi6xAZo3?&vi^;qqe6UaSgjL(j~!h!81t1%ixBa@F)hcRs%^Ru4OHGQ1l~5vGJWKm&p$!4>9#}3qayx_7bEL zr`lv1Uszdn8%_oAV?{~F6U&LNnVVNg;6H*Ab_)*DU?80X*`W1==bpV*+1<0U_u`4q zy01$;#sw{fGEKOi@q9rW9_a%LN4D32adBSlH|?eORCdp~66M?(nD{f9#}fZ*X{nh6 z?6*mL(M)H>3m#n!Ww zENSB%1_2)4OK<7qA@Gpyp3uuJoEM9MphnQ1Yeop-$Qr!3a58F?L1gK3I4f#b*2$=b zCv21Y;uIs!tWAU#Z*+o9BiCL&D=LX~9pTqa{;>V{YoAhN->0iopS;8P*}5sX`<))| zICEhPkG>gG6OgZW1pb=wwkgu`X&FquAmDNu zoZQ4dQyv`ijq5fg{=F?Y<1Yq!k*0St-;vBXV3G@0sUk0R;Z|=At@*lu=j2y`l1*&c)RyrAV4PjwM-Gw@q(1&pNhk6n!?|;#Ifjd3#Uok(iRwIVI1iR(xnROT;TQ1*%tPt|307 z(blIB;d|Uzw8oB(NGpcHsETEO%zTm> z`5!Opf8GVs&25V>q6gBOr-D$rq9)hAed~6d7%*T!=cgN~1NTA$xUs_dwfO#|a5kh2 z1eSIh=sBZj-soDHZ$oww>!td~f9q>74qyBee+{ek3N?D^|4Lccvr-tSG8P8s*XrMG|gr0Ff(_FL% zy-e7!{Q9|#VW$xyfZ#-DSsPU>HRwx9gM`MA+lfjw$qg&o`GLIA+)wT|N85%mpDZk<+$_w`*lMwX^$mG?jvetF;)*_ z3=zBD@fOFShNS?O{CuZZx%@zWn8k58?hWou|-#>bC?Ff(T}`%!sEk!8wa1n!Gv^rOkqATWrqqmMaSeC|={_QgnecAAeG$0b= zIZ-ZKsw$EfN{CO!E(2JtD4^`UPv(=~fYjfmEIl+c{g_vYo-ZaiE*dwY&JBBX2>Eu< zgH2UW&mKRqh89|fxTgp8b>Z`i%Ux>umtEK&{kOdt=N-FMiB-c>0e1VGymTbmMA=t_ zdff2K9BO4{!^O{Pl+29FANj>_auj(0kUj}YEt_k1HjKkUv_nySgVTK$L`)^`m8Ora zA*F+e=IB*5?&P~+RhhF-I6IZhF@0v7B~Z)SP8liB+CcR}<-W7~jd=rTk_)UMgWrnV z(b%kl6#V90vSV$^BWI+Z534^VvUjB0YS1Hl(E;{{^M~^(-lBH)jfr+}EKGwz&*Du} zE`DS|djCEH`n=vF^yzv#Xv*WU*ZdxP?bO3;OH0;@$T02BcYgAGp;Ir=l+h&g!VN_s z1v9>g&Y>hD;z`ov2-9+M&D~aZzMJrB;))5qQ%3kjWoHM&lA=`lKKbu|c;k(Hy0KLE zHW3du4vDvNo@f@bXZZ-G29QT}b6-J-K0zVhnr5mLvCMoS!i&ErzS_r1pnAl3M%vGH+fo z#8GUA(Qux_&kmUK=xG)$Xic25V27|{FOu4>Et=h{8L5^*ln8xLt`mCcD;imtrdN64 zDI_r{&r{4erU0#%3>NZR#=bsA@eX7l{x`Y5O3t&7{(uAL##JhYaC$$}869uqfiv}Z(Rn^arM*t&>PIm| z)AAC-l=4g6vlnck$56JmdAf=gdJXFxm~V9WyNX9~ReMoe@8ZZY#N46le;_mN4+Sf? zRxT05GD!M#szgCyGGD>gP95e>OZ{>aOw^784=|h<^2A|H5TrJO6U|C}PFpwe!pCr~ zI0Ej{)rgAj4Vcoc!v!Fkz1tVwKmD>AVr789_qA8 z4xjGco+~;;X_Pe+{)SJdeJH;W>3`_~DAh38__P5mOmAO2m{KN<^IYES^4?@0 zeh+?omtc8_QtPj#RvdVbH!bp-FOgEOQj`#J#bHH`A*Y(Pv3D|M-_*8!Dj!UZJ~4}C za?n=DY;D*@VtMgMH9e7+zMBH|dmtR^tn_owir2*Yb)R+Z2bv!>G%bTm5v)b(kIFtrSX19913jGxWw$3&8 z-VPX(FV#}RJ#^kj=>S}}shDdlFu zSZIwKzVL&9pK|VPjH{2q7)sNw=&uFw!J0i5PT-=sFh74=Fg9!-@3lQN2pQ?QtJ$}N z^m9xYtPL=Xk%@@jDX}2LZ-vpy;U-4@ZAsOVS57G>3U(yGO?}@7Le_vFm8oKfjpyK* z_F;z!nS$En*Od7w5qj0im0yn-Oo!$j5~|zmV9=v8oUHFyo}t?;80|J~Ed5JXO(0ac z`ZSTLqjjPrdK`avedZt{VIZ5wJsq0K&OZ&P9IO2Kea`lQzpL`GY1w zfpqA`{#*pzXXTXRaAoz$K#{Y*FcXbNY`xp!L&37DOUjjapfOpaxMcUy{nj^}zB~2@ zvp2{6{4oQDVG3`twtyNuh%`2_B&BaS**H3gx&qgzQ=O5wT%Qz+aq(`7 zebly}oO{e`YCDOmoIYX)^tdSJtU!7}>$4YPcVf6BI3M+b0tr?6I3QMobO)0uyDQ#e z4>ET$*DQTfa^5;;I%n|gNM}qQcJ~dzY;W%y1Zk}x z6XV&0_J7O+>6{%oxzOcDa6Fh4*Y}!2${@0@B0=h_pzR{+(-MGC0Y+^UeFebA12*A0NjtlZ3MOv!Ca_*S*%YuIpOQ zZyk1A4RKhsP`xxY?<@ygoU6C4y0&&2#M&WhD#XzMjgTCZaSnE_M5)er^bV2}!;ZCg z_pY-+NKQAN==rBvS!OmSfQ$!WVDz}H3oT=Dr}~PJdXQq{0ck=ozg%d&F2_H;(Av%r z_8S4jGsNpoxDlC#_y;Te7jr@| zXZH+q!Oux3guk7@s0Z`1l`HjymTu;B`}-f3yO+Sw&A8RHyT z)lNke4^k_0x?S4tg@-F) zuos~inM4d3KG6K7%5^{vU3?ZTG(_vcT7N*&awoO|LcbX0=&YXWwI76d!Bspaf`pn# z1+!rD4JsPtARz6ybCJyzaXDYcs{7lPy_!qt9Zy~%j&EV<3{pqRD3$14A44@udWWKW zF?Ft8>sm}SpDh$YkTUI25vNfv7Cpq*MPS5dF(qkcId5#wK&Eny&&HE-pO=?cqSfev z;l0x~sfI1&JdqKs2v8C83dWXgl|e|pK%kK!dmYvy3}n2PaiUea!`#_b{q@3rE)X)6 zxQlSU257)q4hI-9w=p}l%(>9Qpeo0Pc@!5+!e+_P>kJZ$^l{WX9v`TOEJwE_O&Od1 zm9R-~EgO<@bzJJ>qG*y6frvz$L>Vc@7(Bwc@Q7s$o2$_zRiC2l^;P7dFXhxGA)b58 zB`ddfQ*E7-#bdWRBQNTA|9uPA)1`zrS;hIIp0UwAifpwEvO$`8h7@%WoCmzJ#(D_9 z{~s)ZO@a$QT)rp#_QHgc1E7qrFnahA$rv?=mEooew-WpONB6I;euKNuQ0P}290r`( z$^0+iP(9zAhe+y95pjSn+7#m#15!pgud|re!^}A??rRE7DVvSlQ>xd6($@y`5LR0U z8+4YadwOqZ`J2M_E+byYn$Dta3`pjc2?yFl(k9`Jv5n4ATW4GH`}0bwD=XQ3`kXJK z4v@@S$)e7BGA(%8uhLTPOmad5@rKEGo(|@`_#1B48S`q%>pR1hAs64=(V)L*z_8l% zym1J3PRxnyAK%W*%sgat#`*Fs4K2rOoZ`}t7U8M97XM>;E$IhIlTMFWiGu~LzRT+~ zag*{%JF6d(WC1>=ZE~PAZLrLkync{zJ!b*rvMYi|=iCwFSGiuEmcVPNtI+&j(aE`1 z;%YN7zcT&7>H1wvAT;kZo5EHKBKUSQSxW=F(JuY$=Rh^78GIP>5J96Kj6Mm7cXJkI z_)+Z7GXqTN;QWbX;e5jOxGPZ?$?RGV2ch8J9cUd~*FpW9Gt-5bAkVl=p(;vMMeZT~ zc?)BI@&j#|7jm;Uv%c<(gmUK@wr5J?d!4E4pwK<~!2pk2G4L=LZnw2^OR00%4dr^T zrNm1l@MXPPQ5mFDTX}+0ILPOddLr+fNGC_D^w62?msyk!1H3IN*l;A0X;-rf4#$5P zlyh)ZkT!Df0llRRvNbNb@FHN`XuFn`tteworJsNd%Qp28J^}T7E^Wz~fQqZMl35DAM?Q8E z-zO>YpsyziJA;BYhOj6tN9Flh^2u)9c^8cXZuq5Ho(YFF!HzjYRRE3h*A-RQoScgw zuZ~6u=2P6T!zRz7#*rCdwcwCqV-3W&xFn@Oq{lK>J3Ox&p3E#B^Y+QGCtFpoj?H-C z$5}GCJ`srSy#yYwmV*k6L(gE@rs3;x{QvIZxFr>sNP9nvq*S~(2T@0q-^N9Zo z3lA4&woLe5bT;)$i^*loaYl$>SR${b$;NSA87;T=L={0Od*JNcMGqG`cZO;2 zHH~z-#zwePB*b>&YwDp209~o!q)H(dwRlv=x^Xn@b5y;0Oo%;JLI}_-4t&>2xIVlS zRI5PTgJlX2$+(PCEjoYn!3C>HSIS1-JM^2(exro_Y1F3R36-EzRyWc{9Pgzsr=Ga> zO4-NV!;JMle9pZEb&t+xvdKuGZv9rdDK~BGw3-2mTYAMSwHEIw-M305>jSs4A5uVg zL8T1I7{rQwEwG?#F3;Cpw4E`2qfd<~xypVMO0-jT!7$f-Yg0x=r02@{&EC0#N8CM$ zzl9c8N-e@H_WL}tgowv@{LZ&HJxXp04xi;?A_) z1ld7+@}l~5&3KFmPol75Fgnx671{KdhgWw5u+)_!mZ3eLdmOH-L5TS_uT zrKYb^{?s%g5(})PXV&UiB+DQqtLy>BhYfC7TldHqv91)5bp^jD80^-(pShnxP86}0 zS3=R%v&V>8Qcr5eh+F33Ol{j?VR<4Ng9i#d$dcn-X8i%FALlA9QXXG>F)~=U=jz*W zmEk*!J8TLm@LlE}@~C9pOMLQBbtCd)JpJ{4ar0DMYIe~E3!Rj^2<^uZgmSh*A<9lO zmPUZYErbN%g&5lc28UNOZKoX+S-+a#|1x*?R2hF)t9S>YzUch_F7^WubLJgC7yU}+;&P&_0p+3 zei|}v+3GBd@2~b>>a?nIrd5x$RTqo8Ki2DhGsWD??rQMiv@+Y_9pmyw#+OvCzZPej zQ>J_IX5P)SGm}o0bFamCT6Sliu|@~iXsyAuJdhRxT%=gpIH%x3$YY`CEk~Cb6BFZK z9>CeHvUTPY6~jt)zu*=!tS~y_su_Hx9V4Gr*}~^WZBWo+)O=kK4Qj0_QoR;eedpS= ztFYUr)&6q`IWm<#JfOl4qxSQHW=IgMds+JWb(nY4jdfRqA~~zVChXffYk|2jTuEEl zwtR(9l7Je`mMxRPYFFy(s=Kxoe~Jri)&9eV$^<-Dl&1^6O1)$CxP<-|);UX)(tb6ObXtsnmLt$)b)|kq4bM`B)N#FSnXWx zCFFMI2ntQ5aP2qbdpeZ`Q>v@4VLGW}u{meayz1hsr$ejT zPWfrUi)s<}qLi8~T{I{?EerG*i;V3n8C&+;>Q$t!8Maz+7o7a&{FGki?Pcw+l|b|5 z!lFpiqH7hVm!WC7m9%@Y@x_1%1(E%~#+vAXMq%btd1OL}XSPN%b-3yf9hc%=O-Cr) zqqxW4T$}!YqgoCgN%6o$k1lMRot^D1XE1$8cwEw@9HOmlrS-IuhbMzZWC9#T{B#-n zOr3H@h~R=gam&oM*z80zE%i^g;q#4rA#Wy2Ilt~=fsZj-525+fy%X~`oeEt}#{|gf zfoOn9L4`OeH&`4nKpdw0o>&lRu%*e|7^$f**CH7LTzEs7enjp$P=qSt=e=roXO?fc zn9@s$$sPOwMYV99Rf}zln3d3K}}t-ET20pBk2HgE^f4Z@C$Wt_oVg3@ovso zxzH>!K7VpYOIx0c%zzSk1_!o?!B+5gFyu8~*WT?$BSaXsf^KplbMm`RGSo))IAGzG zIgqWB5SEvPMAl9vZ58d85DUT8UdqkNrrI;}@OjZzy$whw&)f%mXydDMXK)xa6O&N6 zPH6{+WRSH-m~u9Z8`z}p!qk*az_Blr7Ob8Ni=y)|YhO?^M;ZZ`n^VdSXh`Pz=+6j9)k9b`Yo!N+bPzJC0MY?)Gt)*8Su4D zNH4=HusMPtLX$!S-K+k2H&gg%WzXSclPyY1px?lO)6oTpj0keb!V@PP^@WABabN;0 zQlW-DfTCZ9QH#8^j$!rQ9dWgO*%aURMQl#{Qf3k)^>5ZbrEg}cE4tzyAQ#=cxA#4r$>q9YDZ*WW*MT?ST}4-yjg zA3l6RW_k4On|nT_&9 ztG(dENx?)F@J?Xf8_?i((P&ZO7U@_=RGL4hF?K0Wk5=D$!p|;Jb|pm+Kxh{q@p)Lz zk$~WoP@9v$ug>*F_3b-l?!UMwbj{DpX|mi8v$NYGT6SWSWLxaS_sn?)E_c~Gi?e+Au z49Qnl5pAVs1gwhZe&K~fhyZ5m*RSuyqa0dzB~QyMYm8Y;JNTuH^YN-66%BE41nCmh zECC?I(yM+Q4D}`2we+KO1b`A|8y+pf)Vm+)?7S4X)giXTR=qMEHPXs-Uf~A6mS43& zq~8$U^GdMH{rR`j(xJ-MwZpoMwH{N$e_@{bBgbh#;yQ3UR_8yymga3$XM3%LBMVB|U55^-hG(tKDj&&AnwONCqF)DQ>CCw}k=RpK_HFQR zKz9zBVMKGK&(+qMH3bG=iq7||ufFQUOAV#A+DY1e{~*PS$m)&LMvBIpbZdpsFbiv& zM;oOVOkSK8f5LPO8l%CCP7pwKBA9?MYoBx44x#J1~xONhyAhQ*zdofp*p z`q}hHWqog7GSa+3I9cVrD6DJPfy^R7v6)MGAv4)3HE^(0@g*DfFI)8OVv|kQGau$j zf10Fju|VsxDTt{%nM1i0Z1@HiOCMj?*tjX>%G#A)X6u4Bgqi5uCf9(xZIhPJNGAK< zzzd{hLE0d{0Xc(PRo9M}m!Q1Z#ki#|6tX3AbAm3#_xk+vDDzqgCBH-rEN&lcz3ALA z)zj?Bi9E}es}`k4jt9IJmH&q=TLw4<^Awe|WGGE1Zyi+38QFm!{}P+0aB&ldb`<-{ z1AOD2+x~G&E(`zY`)+NdAuhvg0PL>#*&JWK*?RXrf*ohyS)%9Zh>%VS_jwa;sVffd z+5G<4h#l_29iIh-LWxnY`zXJr64B!2uvV2>B2<;x&fsqjPL~urE}UK4MR6xeJ-vy- z0hb_5B^JKSqp+B}X3cMFcYYZCbB;rS_)*IVEHkn>;bmfTz<9j8G};uaDB9mA^b4{q zcpK6uH!>c}E`Ju4sIbAi;Byth|{{Ya9zgfaKgig z3Ew??W*6=t2`>>?6LUQ|jDc(h>8U|qY}?~#lNoKUu~F#h{)8{%31pS$>Ha%dL6Evw z6~3Nb8`q-E*uL#7GTv8culY!6Zv2*Cr#5%U-`%_UUQE*#ZzoYGe_=b<^Ysr<_9iG>)fc9I zx)J{>Rc0%jjW;*<20Oiwrmy=+7=x3_Z%y#)Zi^LPKCdw0q)Y2LYbrhZl$4ieZ|kX0 z7(N+tB#zmhim^{`O*pj2pOW|e<420me|Yy6{Gb1!zU?p` zS=Phq4gtLshb(?v>>wt^S-Z{pMYfq?qcZ!=E|>n77QNSArFw!wp|xB4?cfsSNBXpR zV@F@LneTe|{@)+swEKVHCb+$@c2GW^8B2;5+}W*IbL7jdDGkQ-PyBV?@htqSCl+N- zq!YO#4ixQ}#7TDCC>gCiv^$Qb^mSas7m!jOTGfBx6!ql<6#@;B1d z*#o7aEY-Y2!^+pV-muPlgAIKzZq?MuD=0(7sT+g<@L>Ko)%5Q~3`ZX*l`K=Hrb{kL zP97Mn4>JxL4sf>&6^Hh+5*Kb}VQ>23CZoa6P*(fy0np6RWCzRFu~x^F<8}^8_v}8x zG4aAChnONG`QW8PYHhJGSYCsn^6LK{U{kVFXQulmpXGSV^K5l!1YgF(dtS zUvENJjB&V8Rg5=2F#77{rmge+kiaIgPfy`6WV$IY2M+^yrhfU z?Z7-mb|*fQ67Xbm92ZQYy(%W)f zwJ+1c^2UBO&N__rUqaUE7q|=d1GF+L=II^F@0Vxzt0(n8C^ssy?Mv={Vt5_WeN@m1 zm)5%5wF^5QD5BDp;uTYv)4Ox1wa%+4bVYHmDsG%&cginYv0^H>dQkm zk%RQQqu;aM5BX^>Y9m${BAlQ?*W^aikjUd6Nt24CVb(XROg(xf~YHwUcZ`w38>tUA%4=2~>->NUO%PidlP zzl9Z$oyXNh*3G9C_>f=T(bWK-QYJ{xf3|^N%vJ%q#-zdY$x3!vuvZc=EGy6F)@a5P zT||iHu`!)o{nAoiwPPD>_Zr5s$Xqm;YgFK;+*$*S{l9u}y8koUFOy(jk)j{uisiu( zgYTq@jb9>cESb9@rv75a2X$v9>2Gwm5D>{E?bH$(ro-YVgZw_ABU?&g(vIb{MRh~u zC20xat#_=0rqMBWOgp`;gf|WNKvg5PwPjRcw9^>=fN>84FrF0aZFw#<8K5J28yWuk z!>(P4fMHr=#zc<0xLsRDz#SPWbIO{VwmEawMpP==gdx=^m5P>>yhmmIY$^=9S+&vB z^oZJR2okuxiL7~HB;_W==Br7@;!{gnaY~by_#7KNEr$jC_pza&AIP!^U1Y>6D}xuB zmY$ObUj@Z?MxaG}x43?PpBA9HlbqxOo6_1}IIu+M<24xTn;!ZO34hnknCKBazSAXm zDBn-{e}3J64=9Ftf6vfdmah4vaZ>YDlg1vu`VFD(?Th^Q|KA_F$-+0kee2deC@_rq z?I4v*PW(|rFqE~d*!~<{(4ow?apJ~&Zp;6F(_7MJMN}9WhE^Yx2K31G0cOY=BB3~k zLh#D--FgpcJxMzm_{eb0noHYdX(td)@2hHt65AlZQKnW)V1NiRfw*E;I z!2((L57+MC*m5^h4!i#P1!=t^s_bX=^ryCdIg?aD?5_|@gjh0Vj zg`Q(VL>=mfg=Z#X`M+VD%x}E&6~zFGvrl-#KzKhLs(y-I^7Ml~gpN;T`rx3?q^M9l z8QJdM(+7gq1;}M)z5BEDW?kPLB`BYzmKAGea3P@`C=0(VMdOz-I<%#AO+1~_wP=Td z@~5*q5@?LeVB3J}T#1=-=ArUkO_q4B7_9eRl;zI8TT^-{w7zdT;YLHJ@$K6kt)9N6z7lw74h9SQl90IX-MiTKD<0Fx#*azWRhy3`AW&XC-A%Dq z;P~j*zklqnXSqejlm2vzh~cqIF5eoYl`-Z8Jf7guAx5DV9C{j^8h=dX-GUEzNB-V@ ze4_{DQZi%gHiMQQemF>vyE~(`awO#2rye)^cD};J|0U5A1pAz%seH@;Imol#YxMGK z3gmfS02ygMZCI=Eo}QkfWtnrX?M+Xf&4NF@TQxUA<{3)=Czr6Sj4Nu&C9l=6 zyPhQj<-|A1vz!=-&MNNIc3CFMk>0;AlMj+@zcmOj(yS8tG+2>mR}8K-CMoAndSb%Q zSI*N`_Mt7p%C3=t?fA!N1*>h%>jkpUlo>dYncSqMr<`<=W_X{jrhlJitA_9JW z1-U($+vz7N5pe_QLB&5~-tZyYAlxWZ|1i58h$_>>Sp?*2p!hd|83wOB3ipQwEUNm& z8|gWTqG=^sbMbuUxbLHnq(y1~@99VV=q^l`ZW}G9Kp`NDO$52mH2&vniNU!1!8Y$@HREQY}D+}R49lAho5iUGUx zT57C(|FY$K{YF?=bvM{I9@)4I;TF7o?R?($A*Q&}O%Lim%=(Zp#33LUoe@ShO&qTB zfEv<_zMQDsm!RNW>JwODGG}xD@^qlY{;)!%e=JZfy~`bL#Tk{3r-i8?^~QXBUxn-e&`DmPfsh0Ov4d6dz(~_{o08&UaU2oj57M&e zBMf@}rgg(TOWxgdgh?uidPUDg^~|mHn@x~7HqvHJYny*vUlf;>4G5g-bTqo_I)HK^ zL_!PN@x>T7_x<}%`}%6;mE5^=XGtWFsNE;kjH74GpIhdjaPfo?;=4zNE<(ij_hi}5 z_>^Va!L{J@`^?w#atJCnoHlUU(Fs8*^iE`22tZxvEh9gfz7e1aisM>q${&r)XF4xQ z>NW{Z(mbfG7w;1xkdepqo=D(`X*MbAQ%-`t?5~WJY|5-aJ-v~O;48IQRfPLHWlG1C z-jVUoc7}8GiOG#D(TF2nUOtp6{jrFVRAo>^qx@-KPZoOX8-L#yT*4sze_117nSSz? zPNic9i*!;#5som^kg_W$=L`?#C4CGH`y+tQ;vXdipnS!&WEt?!uf@Ol-9&OfZFm~% z`W|sFN24#KDb!P6CTi0Gl3xbK>&qgL92V14Uq{p*v!Juw7cVuOEF4i#&WD+UiPrpl z8=|IZFcz{V7qWVnJH#T_eiuLK~wQEqt5fA zn{A1gjWqKic%dqqmrtfSHs$vSqzOQ8{y~$2>VpPdx|gik!IdVdebg63@Ffipq6RKrc(TusJ+ z754qnRbe*GICg@|4gjyG5B|wnGzYLV3g=p@A%Afijc>vs17TCH90dOi;N(wT<*4iP zPPjkLjdXy8FH?iMJC^PRmKNHdcwncbq`ZyZ??ikKo70eA4Y=3$piTv1D;Tu={y3p2 zfY6EyifAVDKjki|C}&0ge)^E4JaLxMl#uuG&_3TI6qi!DW4N0_-#yx7od z>uW2#y7uO#Ep51Is-CXCMwgXyA3%PCHdRBY!0p-!e*xp}xY4 z6{ZQ{etw!-pFT1<6>Dpu|9~WkqSEWxI-46fUWd_;Jt?enTGVr8+BHVxRJ`Zi4WuB~ z_$eCYL;mNAfEw)c9>B^2{%<tU>Qt=z2n7Ht$P2ZlCscRD#bBb9TNA3FB0HtoROkjEY2xR z#3f4~(s7X3EeTPBC!Yk`bDlnu59%rGk2EV=k-uzPvrJOU8MAiZ!54h=h4ge2{x;Km zBdyQ(d2Hq%9$)%sKw0w`d&aYwdeF2&&aGOq(K8gli;nLBknc7aiG!B)-xMS zNpVSelOaMjpC*jzhwQbsWo0;DFUN(u^9cL1@^~SoS5{Z2nQYCs710~_em|oN$V@G1 zvdFBLGP1e_Y3UAWR#%WviXoHC2*)T+5Dy8{Cmw-hEG5{=ee7%TqNf~}dm0~?(UuAD zAb?3H@nB}NL}cM}r1?jMVu(cYv()iTb#=!PpYRG}zm(u2%2Ej9mppY4cLlA^H06%= za~KnMB|Rmp)%AOH)5VRQ`r-6Fqej@|?yR#CH;xTulhQh$L^IpL!tp2uDTVpJZN^ty zGC{?LSQEvBzMO#xps4LY-@rP4X}Z)4xOK>oA-;QvnWknRabb$!(7)-K zq{=xCth0y}f2ANeO{~OTzBK|6N7{U+Luyo!e&3-XFkC8(HIaJ4eEnHqO(npH^qM>&7{=rhi13&$g#p0~4NB$@qv!@V?7 zgF8hSV`j-*u1}`6{~i5Xsr%nQ_3v8c`sozPnE*{jz!t#Di?B#e@-5-j2~E!+{0$$^ zrRPk_b5TSI;RlC5Hc#Z7F*=9k?n`45B4TfSi5RU_b&o;Z7}xTps^!O&*-y7Cmq;K> zv9{=DJ*tgOapQ@)2Rl}&yHuzM&O2Z&dED)-(*JmHwa zJrrkf*%X* z+oxE-151o_uAj9hFDq+;X>;yVp5)O#365S*)C+)`l0B;;YiI0X>Iadrf}O?0#mxiY z6#5QSvHc^a@oojGo&poNw`&9*kbb?m6miHVEP$YBNns>}C+_tLC{&_PolR|Y{TWHK zdd@B7JwEleo|F%|jzC7=USGKJsI*Q&LCKTODPV(iMIL&b9JsC=oM++-Fmh!wzJL7@odb@%w*KI4AC%;J9LhOayf~>U!Xx7`gwL$eB%u?(vQy@ z$zT_*dC6fXuw+YCeea1}@n2Q6Y&hlffb-y$OM86;>so&%$%+4N`E+lgnKj+Oi40(p z%(k}n%P0j+J%^y9_gBgk|4&Jikf><(B;|B)oj_ui2)S9Nzm_!RL@?{z2qAbf(&QHq zAEdf6qKg)naHa`hlgHGS?h{)HiaF1&M0t&qf6C>u$=rozTUnfyN|^#Na42q5wa>fP z&!DWi)0!~rKJy zPaZ*5lXvb|q4@`jgK}(kA|ZV+XJueJj1cJE0<#+ZJ8dMenI%;OVziN$e# z{wjSpT8vPw&rn+(R0Vt0@cGjPnO`=N=7pfo2*KsP+Jhz_{z%Bb$04RN@gH!fv9nm^ z_OSy(4t8a^X;?IV!J9tRo>65T(EoGVbnq#l$_T_fy3eG4TtrW*o&e1pqH}VdQbr6? z*mgb$c}SaXqb88WU0#%Vksz~zr@sQZ=HtyJQv=5Ho@R|nv*Tw>FXNy;f%dD?~gDs1*MpCa^lAU*SUzSR*j#!s=%7qLHhJuRP^9NfZ5;Tr_;^D>HfWb{v^!Evp8gmC_0( zpx}`*Od{DFKmd>512iAS>4&_!?H&d%$Db#n2nkYsT z)Jr0O5KWy}(p%Am_Qe8D8tPzIaD|hA)K=}tj8+NZFcJxrcrsXJT$u}peI^;cJ<+di zd>_sz)pyagC{1>uTlA8>YRJ?p>Pe`zuiI_^qXr*O+Os?Fjic-Hs-`hNeYvXhmK}xj zL-y>x(*q_H8j26NSMeh*aQupeEO}``>K=SA#K8os4c~+%OO^!E`A0us;KsCf+TrJr z!_H4D%}<#PpH0w=DPQ=NI>%a(!AqNA#~030$Gaz({5oWRS=;s=gQG9!nHk4S=r`gY zYN1iwSkjo~4gmGXRBh+{2~j&v!@m8SBmV+Z!(?O1C~F6YVA=Bk58@W8?m3l5_s#Ek z6uH2BXca;?nzVvV&~DpF+wIKq7R3WuO^7F|D96)h&UAcpM7s8Ai>|Jpd1m_21N4lK zH_!uc(K#n`z$q5+VK$`eEKut4l0T5O8iQCu^Ub%5W+a^jtpS4u{kUm8q^Y)c_N{HQ z;)-GiM$b=gfYSbHZE){V>yPK`x-f{P>9{+yEzN+xM2SC^l8J(#^INT;&si6UC9R!kCdQzvY_)&E|f|G z?0Q9KBJ^x@(ypWaRpK3VhkWw+r7^4<#hTU}^Baf}QuN+!&9~gOxjr_AJ$^gVXBWd5 zMCu51us!-*e~N*D4EzdmWckVWAh>gsFGPVW3b}W>=?J()h9|SIh$%qp?KhcFMF~+r z#@^e5|B9V{J zKDW}+(rmg$uC_5*G}c&q`_x`D?k~(Mzu(^W!$|^xAAc7DzpW(WHHIz>>G3GEZEAQX z8h<`RPMf0fX!;n189q*;h^W`NP9v4w>m^R__?Sn)PH6943V zy*Mh(+B7~)m0d3+oQq4A&UT{~{(>Qaut9uKFT^oe4N`;m3aE>DDfH zS_AaBFaC$j-~%TGJQCy{KP+8r1Z0Ab-ekGqK&` z0GKu`!+xKfnZ$|t1Gf+!8n@d_#&BrP!rf76QiB_ro6KDl>561mBBp_ICJ%^q(-E2Z zWgE!7@NJwT_;uHM+S+3_RUvu~eK#?amt294sDDH^48;I(EWvX`*LbJJXMDuLjXok> zWq`Kf9G&-JfT-(B`?^%hbxl$k_!C#QCNmRXlD4 z_W9_(ltB#`?e86G36^otL-r%$Ab3pxv3UT92&DEtZ4SA`fIkUHPs+fee(Ktf6*a!m zigL;O4w&1PTNOwPQM?*a`$_Espe(IurCLe6-MfuEi=-|ie};g|jXU5b-DypGv?n~$ zkob#C(L~v~#uM!{If2&)^bQjnTF%4!b@ap^1K3*(|A1kr(@) zHPi1dV$t@hs+!R6P;{*XJW}sGtWTdwpk@hEhh>}sXpUj}uUI-W;(X@$4eT(*j_;(C zC7=e>Dv+z5ufJ_JNW?qEhL&DV;N#4$49arefERk@#fsDq728 zJFvbR0m|hW>@p7>mZUh&i%AH59%x;wElIM9OG*+rPNt+EJ-H{zlwkv;Z@yz(a5|eN zbO`m`Pe*FwVj7sw)BwHulTAEmmGgcY<=s(sn{2r17){7XsgO)ra2 zl?>oS5@jHaymjd|+sI~ijPe7x0PGTjDQPfZC+;J{`T}sDd(TG8IdnnbLXqbQPz(H# zMemGT$BNgNVQ&W*+j|1cBCwoJK`EjZA=yhGmwzMzv3DKgRP$4I7dT2?CS@z}UGwC~H=0%2Sq6-1=hkn>7M%Lalm; z6%FA187P#CKs*|#Nl7YSvQ@V3o^Z^y*g-Wo+mMe*c{+^8?u_Vf)8sIh$W#F4{3cXFYd>g{~rlR+2l z>uNTDlb;3rjowYL)ID-i&M%h-YbI(fxoouRNSCdPhZU?SxOm9)&}dgZ>uJ+=OD1^r z>PP_2kbCc7xstE3xP_AfpdhKe+bPOvqoS@IIQi)-whQlW(e;AkX&OO3pzhL}X}RnB zUKg4u){Lez%3q%b*+0cmik=`K&Do~-g?@N#hf4Z@Grrjb+m93=T-ufgmZj5M{_}@D+bLLNliT&O9Cl?fgN79e4d-zclz}BC2^y; z%y0HI9kIsK#YF*0)cuWP+=%&lnW8pE?eryinjs<7b*C8_D_Cv7==eK#Uf7!Ppo}eL z7b+%&CjG~t*@lL!bXqw`B&t*~Fl)b;*UAhJ=DH7<%k-3oCBSxyc3U~Svqad({FxAv zIE?MJg*rl8*YSs{(3-QkvEbasdwe5i)$M)c5njC9N?%Sdv4IgEK2YUrD>NlB#xrdL zuXxi=*+ZN$AD~<+FZvU7(S^+=Gcw$KgQkwgIupbj`RG1rGa~9)`H$^f zv0eICpf|{con)3& z`o=&9wEdzzt^JvXl}8zUrz=s-$D zE|gMpNtNQ8H#&vyTf|pmbTN5`eeG44>5rw8q)r@l7hu8U@~K3sUEz>+csB36$-jOV;#c z^X|AF-0LadDj9EUx)pMmJ8)6~P|S5mz^LuB40_mq1*|H$RMhPoSv>GWdwXr#>Ifhu zJYe(qBUV;=^rHiQk!1HB$=pdtBO(@hRsQBBB9E9u1GH7jGi#H341zC;_SHQDuJ87;I% z2FoKAyNtdEI+HrJdlx@b#Qm2w@^GtaqZX+AUZI#pcx-VviB_234jtUGz&Za4dC~C z+n-#Gy!}m2JR9Pz>u^oeAZ+pk)Nbxg33J&5wd9T#4QWi^tz?XQ><{-Ox5@ee6pQdg zS~weeTZrdlGCM;2g{TTR7e0s{bP|{@DJ*vK8!TJKLk*BoWh?hVCwyh2-nUn;@$7%O zMS)Z2%{xGy=NqrBt*umqOxadT`KxGHn|jDLX)m0j#Ngw`=dU3n82NDDWNG0Zi z{aJY@GyPSvvxq*UMqP_4mx7Ulh(l$;a-|ldQJQx4*2#poS;n|U)FjEf8@*W?Jgmp- zpMNX`qF}?a8h}>4x{_RJJXbwD-bgdpqw~;K*R4|%Qx^@trt8>YoiZ7M2P)PUdh4v) z*!7fz8qR1^4lQexM+1vVG>$EMi#1JG7v2N*!wbaeY=pGe%3dj#4Mzpp)DXR)Y@4ma z`)xZ5yiawOA6GRR$wfxW(|?_cU3qowek0=8ACyg$SZ>lcB!iR5PD1l%?uB^+JRX{) zdV(Te=IExS99B94{MIxxK}=rC|K0=NA%Ys4n|B8usV5H+##qo;a_^Y;8`kvhNz||f z95q!8M6m}nI#0?X#)RBHamWrBPf}=hkd63X2w4`kt!4V5fAAjIYb;S=ufel?NiLs+ z_+Pw-jnj6*nc}Ks6lf{EkQLAkBs`SL2-2F^ISMlvlCs*uD{Ac6sQq+h|6@&Su2N1Bb$yD*kRLWsAPK=? zN?>EuuiNj9pL26^>$QIQ=CYBRex=XfK(VM#`q~Vig_ac#C0y;Nk2d`n@!!VS{;Pvi zPL!-gC)x@6+Xz5_!f9XDdu(($_e&sYDPMVNYWnnBWtQ~Ue?D!LEoI95BOs;Hh85Gb zq)mUrnrb|Ml>I*YF-G%Gr`a_?kolCu(2Z#(4a+M9jdg@2_E(K$xmFOtmoOxPy$Vq& za-RLO9%qM6ozBv>eKd6uOe$J47oErQ5ltFnL5FT;2=*unA>rC#ar*i7L8W-GFj>e< z#>pXhH2W(!O%Mo-Fod%&%}!vT!$Q++EFH+X(G%+nNn@T{4vcN}fFgF|3Ka|5@i6w%sfflS3l> zOn|B-L(@p&Q+~b0br`?f{*~*HW#)vF5QW`YW&pUIg2Dh<5u9bVa>Aw6x`I@*c?Y?s zosC;E^@&_w{^x1@RMVnGWEKz~Ld1=+gFRdys zoeJZz2ka9WgQ%Q7p{gp*@4-xs`Ky-bWk!M> z?E2m}2PCDW!rI3OLhI0{@52){6r>PXI1#yl^pVZCt-t%H?r|ed{FRj%qpyr>{Z!-6 z-8Jrsu|9?P{ueG``Jq!mWvUm@W3glA34p-Qx{s60*DVKB1~go$TwSB?lH*-!~X|?G$?l5=hC$yMh~#W4D1pEhHQv zQfOZz6HO)6+ERp?Ja}byNY>KX>C@+o638+);V+(Sgx9X?65zB-IAUNs38aqTEIzcz z(!Pe|79qUQ&C@q-+_Bk&qSj1pAFn;i5U&jUN9{{O^z~TcQC1CYD4G z7VnUiB90SdE(vimz(+=mh+-L-ufrx2eF1pIe-QG+WH(wA8o3XC_y`nsO_e|Qz$K54 zH6m`ORpu5JD*>sK>buhm!uwNPg}}!G^2Y3IxHZ3sT>U?ySWvg5ozQvY`b%Y%6lv=E zv%SB*k9S?3?*v&K9nA+9ufEdi$xp&ng;o++_fjUbFonCPzEaDD5f}8m+o|HhKzS}7wx)cY5a`)!@q zto2X;a)x7HjY>vZy=s`qyeK3MkJpMfpX&359U?c*r2GCmjQ|vyQ!ekAoHQUP2d)1D zL6LWNU)!L`{p`a3pfG@0aM!+ienf8_5ct{$sBm6h1+P(lx%YSrT|F5oH64S~Cr;do zlR($x*VP?vmNj?(;=4yfo3=lk5WMH~r%bD-&$yg6Op>KULP9sq(bdULU?lUgNrxZ% z&0*o5N!&%5J3Rzk|2P}dCzPrE- zQ%^Rc6`rx`zW5JbVULb|Bi~)2-Cn+ZS^3BRx4e`7UuWj@e=kV!KWnko`ipgiCNkaw zf-l*7Dn0VO1&lKg!3Zdyj6@Ui?m{o5MxuSAa|XW?bk^rkds^g!elQ;XYvPSBT8$Su z90~@pm(M`XLw_tY=q~k)#=cvVSoball2!Zv57IaTX*uM5LCPL=`%X-c9omJ|qe}e| zBv$eINj&ytGhxJw%Wg>rI+&q_4OdeCyI{H}K6`JQy#wj50nT=|&|2&g-&PoHlP34b6bo~Y% z^HrHMdf2W;s^`POj+)H_Y`6RDTG?rn$YCG%R(JY+L_)-3lUN30XXSx@@Y;vm0RX?eGli|Q{>bHypBn~&t+ZAzA2=|*XZ&gU;bgbym{0?d!obqTW@l3+>K;+XnII!g zkzdFx#EkXNcZtPu8E)k-w|22+{KeXiE=0DNy=_4?n*fmJuL*vO1SS6)Lle19(Wr>X5JUnXCJo?Ns zkcDrr@rRJELAlHEAbbQd!BO>~>c#c-g=))LIuDQI zQkn^=Webpi)gsMHvZRqLvw}gz)}~TC`v6d-T@5*A#4w(7TzxFzTDX=7K302GETh=R z`BhXnppW7NLj`^ANA)Ua@nsF)Kn-�wbZ1s8FpI;{gcB27Mb|6I1UR9z4SN`*j08*)l?E-L zK8Wwv7N#4Esj-?^iZ|Dauek}GLtP&zHvxA&b=FUw*%jx?td9D#Oiho7;}Siv+uRR6 zWir9my6YI{oibYifK=ot8CQbJRtM+~ZWlOuEsnA-nfnA!(2MT`?$wqBmkAo ztJ)!xWF_gc52C$cV?;hk(_03m3QOin)`10qXw1C^PbnGJJH@%9iB-y!2Sl^>6tT3L z&x1|9N;tEp%&vb-R*7eQ=*VoJUA43WgiejS>s1)0K77JFp}P{X=RGsqKgJ2h3G-e3 zh?9>3Z`aohbcU9B-FxcHyd`y+H?lH6t6aKhbiAQ;OEFImFRFXs6yNlFo3a{n5o6}r zMMx88m8;h31@NM#)ym#5T!c1E%D=F>BqP|{m=))0+#p0!VVze za-~xf)w_vyEpNZBp4QE=bfyrubP}|{898#L^%?AX`fTO^nuD_eg4Qx(;;iJKFia8L ztx9cIKFXnTq#tz5MmY1@S983IYQG)r(?4>bUyW%dGxHYihJ_-sO%}>|mMTq`!(tFV z&SUO|iPo2In{RMGlm5&7>S?X6&w%wV)4$WcuE(eW3vKm0i=Vn1%#73)Dbxqu){i9; zJ&+INWqn1TOfR5|ojizIlhJz&7j$$jxwi0L#9ll+QnDt~Gm;Su40IpGgUKTWO(tz@ zX);eSg=UCi+a@~2%)s?y%?fRdJ9I#vab6zS#ZQRk$_q1m#N>xiE1=kvQKmeq{b+@8 zsFN`{*+D!^(Z&n+NYr#PJxMS(QTHVH(L9rp?PZm0IDD-#+TQesgDAue86YGxZ)tAL z!#^^K6XJrEs4?Y%iOLu*-5HUcv$h^$Dq){kN8{Y;a59hBeR)3Z&c4u)WeBlM*Mm*# zL+YKB)o0-p^DeLz#L7d=7Gy*ZW(4zP^yFQm%A!h`#P*CjSpM6SpGDJER#wx!masPq z3XqKE@v6YSsRGY}hne+t>sSiw zh;}meju0tMRO+L{XlIo)E69L}9R>76q%>gF4L_$hl>ZaJCs#aRFwMsP!t+?WS)T%pTY# zw&bUU8$^$!Z?v}ORB`HMS8|!LIZEA42O>8YtRQ}!?&jm$GejdY?E8}yhmABljH-HhQYTa2O=(Hfv*$R( z@j3~vsb@AKzQ%p#CBw5483u6dX17gWYmp(0$7GahZ_g zGCR5LgnE~N?Ta|$GbVzx)hbng2t}}&w$+oUEfZ-ZSl#H(2*NUIi_pPHy}T;Y*{~B~ zTU%8*W_w!fWNt^Vfdk`td2Q>fuO}|W#^^@YqJ3chgUOdH5|Z~{Zryq4t(PQkQ@vni zcl!C~pK&v~!O^&i`|*qRFVmrK)hFJ4~$LdwaI9+Yix$_FgIwnnZ;jFnlIx_W9 zN;YrCzu68L05$M`1IsP2;&GeUWp|(8F&dO4`c(r(kOgE?@4^Pq|xnLLs_miQp zgYY(LrGJB#;K$hG!>oFK`DV8O6>)c+2!+nKmaz_&^5>=34Mm{(CS z?xeQrrKcAjHJCDgCt1p4^V9($=}TI1<=&Yru=`aTVY%POFj9tmMDKVSQ+AwI?+xC` zDk9T^dk5pEUykw?hgxHuh7J@bqXCSgvC3Rh&_j!v1^ z!9q{$Z#uDuhq2#hf1_F%`#77?*JbM$z(*DUi#(T)fPWh8Y{e4l#lO;5Ibu#=8Q z`_2Y+#WEN|=58&ej{ZKlxoR|tiA90lN3B~2S2`7uJ-^0%Jw|w#t2|i782KVgw%X+2_t$JL-iP0G&our)Rj`IwibUd5~LP1QM$bq-hx#oFy zo#7(W5drcvR%J$HFr(P{6H3T0q%)OJ zxT1Pa%Lh=1mJ)Jw5`?sOl26e*ZmCUD^s~*Y7kTy?#r&Ha7!R)+y^Yek6P4Bt)EcX* zK5Efo2*1CpXHLtpuMxW|wuPg>vC_(vxn?M(rziEQp=o}Bnp*>F5*|V_`Fn4Dhe^Y9 zRy>@{Q4uh@g)K#U&mx}+b3ARfk{n7`REFR{f>ANQ80XH9(NPkU&y;5i}$5 z!U99yI)TWXKiZ3oWDfr&X**BcR|a5Y-zfrk(VxY)Tkc#7e_Z(XcZY1>xpNNn0XyEe z0A{#Ff;k(sdAUWWtqeH20JHqo&6_tz)Y9)C!7v+n3JLMhzSkvYIgS#Fam?-8mn&;9 z!6{|t)7`?=L4%}=N;S;4@=ar5n&RueBS_1{srR?^rkNMw+Vy(Y=(;ycA&cHBT%P`H zr=8p+N!B)<;;fUj=kDp7LU3pEo?{WQUivW@?_J%@{*xXJ-gMMn^w@^+U8uDvLN3 zE9G&O%&o^sCVah&PqCY0AK~WfikYpBRSUi1T6|H&UN&DV*+F*cOq1b}d$kt!yu_(5 zCnKr+P$=ySL1ylCQqLuxicfmo>pjlxQv7tMT)CjRN>3b$Gd7pp<+A4;Un;~lQP_y` zk|f5|F5hoQjdxALT?h>?7?ENZY+84< zV`-%*dnMuFepz|v9Nl8-PFgSz*6VDsz<_eiYmc=FwY7fg>)40dKIq7&hBpSx*F{*5H(g?RUq1W6bQe~ zU`wrt5#e2dIb2gi0+d%O2?8zpS8{%hF*u-kZcU`~tpPEsm2b~hzmn${?psnynk)0F z#6HL>bzy_9}2xyrDO3$$(q$ZRiUu~jvM&%nGQ zW)JH$fBLP-k;zj$c3d!=w(pcA5@ev93-?&f7xbiVo^@do9Vw_0_UO=Y0u`Pge#VJdWigYZ1?mMClT zwTxvD8Ohsp;UbIOKB5&P=>{V{R$JH)%M(0Hw_N6&&Sj|xYLIV=-u-e}J?Gx#u&**O ze`|5|;WHU4$i4tJd}PvkK)tOm7e9m1mUlP#nbeub)F0YW9WwvNZ+9Fp>}ORUy{pF} zPESewMQLJWvvBydna;5u)9Y`JsXNX-6)k|2BFuP_dPS^~J2O`_;?1*`lHmh^c?#%3 z+(~ncZNs#_w5+Wu zKI36;EX&3&`_6qaOCg~iaHh`wnzr{__hk!=A3B`X zO*;)^L?%90$%hp?C-JU7t`{>yx4281P0Ug!yA5%Xh+~!0&K3k~+M7yG2Pq(vsV4|w zb;o7<9rGSp7~d-uwV3FIDM^>k9{S^sigiqI&=ICacc(YUk1$#lIdx6yw;%Y;oDe_Y zP*Bkec*_sS-DrsTl8*xz{AwK`b8cN+T*ieo6QbWx`l{mTPwGJ3f1erg1%>yWaDfy( zG}wa1rK6}i`BB$BOgHM2`P>^-k-pR}>`hJPe3|DX zGo4C~)MTz`-#qO50^O{^A!}|#?1N$@lrGV)lMO*IFk9zxC$aoo9k&x9dw@u~q76q(}pmiK%L=u7ykJyE37Qnl$MV9RSh z`_S!S%kO(+8%GVX5^mo#bJk zYdVr5cIw`ejX{^c`}SLq1nY#}tWa^iBmFyN@R13Ly68CM&*iUvyA@4@2JA5xwwe5d zRYi4pzp9Euv_F+ac=g9wc}OmV!x_?w+{_yd@`AL)bF*(|2gUA--7H*QRxJI1R^h$2 z%e)O_0*ExmJ3MC;R);H^7ei_)BWeP~dYG8dqGrK>$y|`k9YhTA=vsC`0ftJEOD?qZ zxELurh(YGf#6yuyDrKJ_7c!5& z>}Cq>0;Me;HGxtUEyxk+qJvGt7OuIOWig`Su zelFBJ@3u38kPk`g6^)yu z0<2S%&0p^2rg1yi|7^hwxmU1YdKP`$34%7xM9r~%DVaXx(#vl zlAx6PPXigd07M|;xCA>APDHXfi*SOLt6)R;l8IoPJZCNbQ?Jn9 zI~0hnM%KG`C#Nu}I3a#FFRTcyIrf|<@#yNj89lxjFyQXSqL=+y(gIndF?V?0&OWlB zcxU>Fn(Pj7>FfSid)NNg^m&C{x6bubD!Q&yD`+n$H@OrI5Q1Q}8yXY@6p97YP6Cxn zVITq$K-Udty`V@4NJy%PlzR1(k*nP$3DZ5DXxO1nBeH)jwcA%Z~w) zH|Klab9v4=&mpla0VVNCJ@AlYbzVW-tg4Ti;)6g-IED0?bO<9xs8na^%P-Dk7DPpg z`*2Z7NtVo*lj#U$%N@|_lvh;9)N1u-HJEeyix+|T_ zwj_(IKOfntocd$<1MBWB{|$BCbG9@oja-vatk4ZiQuU?`o{5@cQU!4?jGhDl90kx|rR&F= zaW#2`g@ra9h=&AF2kaK4Q7DuH@$sF|qauH2kqu@*nXttj8$CR99ui|$(8HR_$_|97 zV~tHsO|)f?PD0xp;ZHjNh)nlm$)pj2;=|@?V6N%;NIJctfeMV07!dOe-&ixB)RZ{L z17PO`Lnj54kao)psX!^Xjw=fC9qX=LG<=8^MkP?L7zAXM)z!4|CQF8M&6O+f!OzK& zZJ?b0g&31P2R{9Do8gHIY8{4c+0)ewCMY8^5Rid->T=mjB((48?#{=BiUzc+#F{*x zsSB3nSFcihO-hA=dCdTV-mI=tm@>bzO!3j)RgAVjWf%y$=WNFHv-GDL5{Yn~4{c|+lXsO_NeI=;Wv zH2a~7h$kc@1mG!Vz_r6`7M}Wnw7dvBSPfmrb74j^qD%gEj{#piu#y@In2++%*+pH6zDn!LtS8baZ!B}%8HzYdA5JlojZ3z2gLC2=W%J=kyedOe6gZYVb)IZ25k~0%0uLHssmcU5wVgI zySth5l^P!@2f!uOzhV2`p0G$Z9JMFZpL|iI??t(}xjTwn-{wRf3fE-2v`huV>l8w( zD%I0O0dOJcTeoh-g2|@cVPU%B7#>+5>tI`K$sa~xD~a$vC{LgJk-Hg^iZwWlxpi zQm%uERy07!?hlQ~wYVsiF@ZN)pB}>0EqQ0Rq`QQQ+bO0rHFO{A@l7+R^%7=IebZ)u zy^KZ^!`MD&2{?pBz{(~yE;-cN+FIj?pYM6(=o^5-M*vsud-Qovsp#hDCZXp_T|mCD zKGp+NKja%@5GO80X_E6otdS~Y&-U=Opvv@zITpk#1&xi3yYJ5B@_r@VGQiwc z_4^nB*cuA(5R$qan@j6)XSQA@MPa%Z@r2;wT8fd(7k`U-5A1X3*s25n4n z{w1>Wvg`V}0%Sz&V0tk%C3<`JJqaL>(AII-I|n3(PJ8z3VWJ|hIqSE2G^xdp=cK3s?ILnN zG&2fgkZ1fbM$T1^CP)CMl%u%D#Uh~c>({TJT;)+`9#4~0uOGx3gh8 zu1v@@v(J0{-I+OzxJRN)y;muRSYL+}5aI`*azHqFwL)vN%nxTnZP#V#c70yAA z?D?~|D(IlbqXW&6w)s4{0xr73V7fgliUY&c*DEE5hm@oUrDQJIk581{fzRzToXulh z!tLQ;Os)`^)WO3R$M}|rZemkRXBAiEpT)ozFi}_`Qkz0#*;(RI53{;Zxt{O($rg=n zV#2Ex&R)23$kyla@otEaTmb>_4YyCe`*(7ib=vOn9wq3Pjbyr2g_~U`brKqm(PK;UGE=e@C>qGLp zF*+fD5Zz4=+aI^8hSpmtihU%+Q!p*Cf50A;*fBL zpF;m`sZ2!fA*K@{) zzs5CnL;9JlPVK!)%RN1Boe>ciAHQCoIcNf9*G|#sxhvV%C+CS1sy-gBJCMpsL@-K4{SZk^o zbFt4<<2`o@g$$*sUEIX~2UO z0qh%jWi4$D00r=&J}|n}^8NQ0_|UabXPHs1DDbfsrd%&UWdltZx5gQ?>`{LPJu54# zxy|?Pu&d-~&pG336NA$J`@ zqp&3t+3ilbPxIITJ*tgqPcuWIQLumq9dcjcZuT|bvrGXmE~MfE3}qxpRvPm1z^k03 z-&&(=V&)jX&X%E>Xnxh7erwfU`n>Nd|M_cYK0q7Qv!5e2&*wjEmOX2m$IEXWf6lV8 z{SRa)f&6TH=ga@K>2Ln?i?@6s%SA7g2m~}QZqEy|@&DON8{?Yzua@i9X{WXl^Sb?S M0Uy+D`S@SI03%9vfdBvi literal 0 HcmV?d00001 diff --git a/pomelovsd/DataStruct/results.csv b/pomelovsd/DataStruct/results.csv index 157399a..ff3e558 100644 --- a/pomelovsd/DataStruct/results.csv +++ b/pomelovsd/DataStruct/results.csv @@ -1,19 +1,19 @@ Структура,Режим,Операция,Время (сек) -LinkedList,случайный,вставка,4.791107272799854 -LinkedList,сортированный,вставка,5.242345250000653 -LinkedList,случайный,поиск,0.12513352360037971 -LinkedList,сортированный,поиск,0.0488736079998489 -LinkedList,случайный,удаление,0.035343319200183035 -LinkedList,сортированный,удаление,0.0433979294000892 -HashTable,случайный,вставка,0.07157636960037053 -HashTable,сортированный,вставка,0.022270291600580094 -HashTable,случайный,поиск,0.0005006769999454264 -HashTable,сортированный,поиск,0.0003584531994420104 -HashTable,случайный,удаление,0.00021688099950551988 -HashTable,сортированный,удаление,0.00018475759934517556 -BinaryTree,случайный,вставка,0.04002425920043606 -BinaryTree,сортированный,вставка,0.011209254199638963 -BinaryTree,случайный,поиск,0.0007849900001019705 -BinaryTree,сортированный,поиск,0.0007412777995341457 -BinaryTree,случайный,удаление,0.0002893609998864122 -BinaryTree,сортированный,удаление,0.0005448235999210738 +LinkedList,случайный,вставка,5.446558486199502 +LinkedList,сортированный,вставка,4.543784373601374 +LinkedList,случайный,поиск,0.04706894100017962 +LinkedList,сортированный,поиск,0.04769594539902755 +LinkedList,случайный,удаление,0.03921282640003483 +LinkedList,сортированный,удаление,0.028603866600315088 +HashTable,случайный,вставка,0.04496854659882956 +HashTable,сортированный,вставка,0.01674557240039576 +HashTable,случайный,поиск,0.0002827729993441608 +HashTable,сортированный,поиск,0.0003012509994732682 +HashTable,случайный,удаление,0.0001654567997320555 +HashTable,сортированный,удаление,0.00015406959937536158 +BinaryTree,случайный,вставка,0.04737361820007209 +BinaryTree,сортированный,вставка,0.008165915000427048 +BinaryTree,случайный,поиск,0.0008410817987169139 +BinaryTree,сортированный,поиск,0.0005058431990619284 +BinaryTree,случайный,удаление,0.0004901104002783541 +BinaryTree,сортированный,удаление,0.00044584080096683466 diff --git a/pomelovsd/DataStruct/results.md b/pomelovsd/DataStruct/results.md new file mode 100644 index 0000000..05e3588 --- /dev/null +++ b/pomelovsd/DataStruct/results.md @@ -0,0 +1,40 @@ +# Предложенные вопросы: +## Сравните: +1) Как порядок входных данных влияет на скорость вставки в BST(деградация до O(n) на отсортированных данных). +2) Почему хеш-таблица почти не чувствительна к порядку. +3) Почему связный список всегда медленен при поиске. +4) Как удаление работает в каждой структуре. +5) Вывод должен содержать ответ на вопрос: какую структуру и для каких задач (частые вставки, частый поиск, необходимость получать данные в порядке) стоит выбирать в реальной жизни.* +# Анализ результатов: +![[analysis.png]] +>График созданный для на основе замеров времени работы разных типов данных +>P.s. Данные на графиках не точные, а приблизительные, из-за во многом случайных замеров значений +## Выводы: +### 1) **Как порядок входных данных влияет на скорость вставки в BST?** +Порядок отличается очень сильно, если в обычном случае сложность равна $O(log(n))$, а в худшем случае(как раз в случае отсортированных данных) равна $O(n)$. +>В моём случае время работы мало отличимо так как, во время замеров, я заметил, что данные записываются крайне долго за счёт особенностей реализации(бинарное дерево вырождалось в связный список) и пришлось добавить ещё одну функцию, которая будет искусственно разбивать отсортированный массив на 2 ветки, а не записывать все ветви подряд +### 2) **Почему хеш-таблица почти не чувствительна к порядку?** + Из-за особенностей записи данных в память. Хеш-таблица вычисляет, номер строки при помощи формулы т.е мы можем найти любой сколь угодный элемент за $O(1)$ +### 3) **Почему связный список всегда медленен при поиске?** + Из-за способа записи. Так-как мы можем добраться до следующего элемента только путём перебора равного номеру поисковой строки, при сложности $O(n)$ +### 4) Как удаление работает в каждой структуре? +- **Связный список** + Рассматривается 3 случая: + 1) Если список пустой, **возращаем пустой список** + 2) Если удаляем голову, то **возвращаем, как голову следующий элемент списка** + 3) Если мы удаляем промежуточный элемент, ищем нужный элемент а потом **подменяем элементу стоящем перед элементом, который мы ищем ссылку элемента идущему после удаления** +- **Хеш-таблица** + Реализация считает при помощи Хеш-ключа, номер элемента + > P.s. В моей реализации Хеш-таблица и связный список схожи по реализации, потому что Хеш-таблица использует функцию связного списка) +- **Бинарное дерево** + Рассмотрим так же 4 случая(немного схожа со связным списком с поправкой на то, что потомок может быть не один): + 1) Если список пустой, **возращаем пустой список** + 2) Если элемент слева, то **спускаемся в левую ветвь** + 3) Если элемент справа, то **спускаемся в правую ветвь** + 4) Если ветки 2, то **как-то оцениваем обе вершины и двигаемся к нужному результату** + При нахождении элемента элементу слева от найденного передаём ссылку на правый от найденного элемента и наоборот левому элементу ссылку на правый +### + 5) Какую структуру и для каких задач (частые вставки, частый поиск, необходимость получать данные в порядке) стоит выбирать в реальной жизни? +- Для частых вставок и поиска элементов следует использовать Хеш-таблицы, из-за особенностей добавления (определение номера в таблицы при помощи математической формулы, а не порядковым номером) +- В случае, если нам надо использовать упорядоченные данные, то следует использовать бинарное дерево(из-за особенностей хранения) +>P.s. Вывод 0) Как же долго работает функция print()...