From e919dad2b363e648d275ef15178ca9d7f90f2e9c Mon Sep 17 00:00:00 2001 From: He Zhou Date: Mon, 13 Feb 2023 08:26:27 +0800 Subject: [PATCH] new results --- anova.py | 3 +- data_analysis.py | 4 +-- experiment.py | 2 +- out_f_avg_profit.pdf | Bin 24061 -> 22066 bytes out_f_avg_yield.pdf | Bin 0 -> 21777 bytes out_f_gini_profit.pdf | Bin 24487 -> 21632 bytes out_w_gini_salary.pdf | Bin 21419 -> 22305 bytes out_w_percent_hired.pdf | Bin 13480 -> 16378 bytes result/experiment_result_25.csv | 52 +++++++++++++++---------------- result/experiment_result_25.xlsx | Bin 11647 -> 7775 bytes 10 files changed, 31 insertions(+), 30 deletions(-) create mode 100644 out_f_avg_yield.pdf diff --git a/anova.py b/anova.py index 0a0f382..c86cf6d 100644 --- a/anova.py +++ b/anova.py @@ -56,6 +56,7 @@ def anova(lst_col_seg, n_level, oa_file, result_file): arr_f = df_s_non_error / ms_of_error do_print(arr_f.values.tolist()[0], f'{str_ind_name}\tF ratio') + # alpha = 0.05 alpha = 0.1 arr_p_value = f.sf(arr_f, n_level - 1, n_degree_error) do_print(arr_p_value.tolist()[0], f'{str_ind_name}\tP value') @@ -71,7 +72,7 @@ def anova(lst_col_seg, n_level, oa_file, result_file): if __name__ == '__main__': # first test - the_lst_col_seg = [5, 1, 5] # 11 factors, 2 for error, and 6 indicators + the_lst_col_seg = [5, 1, 6] # 11 factors, 2 for error, and 6 indicators the_n_level = 5 anova(the_lst_col_seg, the_n_level, "oa25.txt", "result/experiment_result_25.xlsx") diff --git a/data_analysis.py b/data_analysis.py index 4971121..17da076 100644 --- a/data_analysis.py +++ b/data_analysis.py @@ -2,12 +2,12 @@ import numpy as np import pandas as pd import matplotlib.pyplot as plt -num_time_step = 200 +num_time_step = 201 num_iter = 10 env_data = pd.DataFrame(pd.read_excel('env_data.xlsx', engine='openpyxl', sheet_name=0)) -assert env_data.shape[0] == num_iter * (num_time_step + 1) +assert env_data.shape[0] == num_iter * (num_time_step + 1), f"{env_data.shape[0]}, {num_iter * (num_time_step + 1)}" lst_df = [] for i in range(num_iter): diff --git a/experiment.py b/experiment.py index da051ab..c91d216 100644 --- a/experiment.py +++ b/experiment.py @@ -4,7 +4,7 @@ from env import Env import datetime -idx_start = 10 # first index is 1 ! +idx_start = 1 # first index is 1 ! n_sample = 30 diff --git a/out_f_avg_profit.pdf b/out_f_avg_profit.pdf index ba629e19723c284ce70f385f1ec15827d5637054..5eeb0862c7f070cde18d03b8b73aed173e518a21 100644 GIT binary patch delta 14014 zcmZv?2UJs8*e{C8E4XIym2$8RmdKKGyP3Baw1oO3}9~)N|qAh*;hM-64 zw`FdsJ-7($@Bv4Xz>z}BNssN>$gn}Y(A32G4pWbj2&EBd1EBvIi{D>YC_p#& zPWEL&*MXCLwf(cPWg~^g!I;TU$|>JD!?z)-n|Y^m>uSL1ib9#~$^1!`XW8Vj2XE@+ zaYDk`;bFj7cH`;TvI20rnH|2h$;P*(5jy2M#kB4;puo1DtFS)rgon9Wm4%#)D5#b0 z1x)sw2DuNJ8-<1BsRaX}onKEHUHF8;kDb&$?R*)U96KF3QVb?A+}M7>_s%AJ2sKdR ziA>HuIR~u1z3H_=nm7JR;5j^>e7bOfdu($AgLjbSJ=q^&DEFM?jvyPg=Mxkc6|xP}R~a7p|O43oXoUt-#!?+|<;l_SQS^iUh{2c4$|} z+AJif-c{^&A_+na>Do`XvZosEJ+wSx_Qk7w7lXwD z5PL`AP<=b{){{)15u=uGYQUD}8g;on+{20|)7If^92*wGyEzD({%U>V?1PI{;WHVkx|5*NrR>v-vju9c1ZeN0^bCoEi+=&f z)R3~x{;>z1Ct4006h#O_Gqo?!&y4u;!`srcISDZo8vR+GJ8Ye#LK)x7X_sTK>ns*W?v(soRWalSobJ%pFw$JYI}jTjB+ZYSGfHtEw}Dz+DWwANK} zF`M)BlF!*V0{1N0t^Xq9SDWn2<;NMb)1*PRkEb;FncuR5TNQVM#r8Yiw+TkEEkfvF zYN9PFs$y4p<{y&iUo3TOQ^m!WB)De>-k9Sib7N$fRX4r_w~XqbU;BEf0Amk~xP__6 z?8FPPUW$D&lH7$QDfN%yj>GBW&fgDa|C*br(t1I3y;E^iSU`bWxcFu0YkIBewrnBN zeGC8I0a2%phe5TH%?!<`O!mt;YYv{GB<%-uq?)F{`aPeHF?->J+!fjh1@7YLv-U{z z`JmLwF9Djv^<-T#+#jQz56E(-dGp)2ADQ27+DJrlxzFzS{KN>d6X*=LhHH+j!5JZn ziW%{I?27EvnFNNJ@6~%j9BbH)-H5y4v$YirHht-HN>tnObHujQj%dx6suZ7y_E)XT zj|_=XPiq11xJ7^O7zCsY7XFUI*sg@bkN4O3pcpsbRZ$zHN&?ggFhnLf{3SUQw37nk zRzOrDga{Xw(w~j}q9@TixY#O2`;%TyExW;=k_f1CYeJp7g%DFwHLr31Xtn*X`>*}i zw)_m~w0pnil{L=PPOp~tPqlrzQ9Bc2=hH3M$SvyR6*R@&?Db|ktj5()_(~sYTZbjq z_}t0EWC%H;-m+{MCdO^+cmo2Os;%DKt9>bj+@t^A20w@*`_H65^J$5!a|-VpRju>n zM$Yn(Ry%y7i*}i8A4m7bO?aU@8;px}7`6QSwA3&=LkRJp?mtZ~ntox9)=+Ts<* z(048g#w|nFRpCvi;&yMJ%wEAQzA2sl8FX6jt)DquHYLs&=7v2{)a}|lp`uzt8*ziF z7>0WssOr6Vz68uF`Ak)2iE6Ewm7g|3wA?NiG{juK${wCC&YiSpY}LB%9no$WwjFfO zL3YNz9_S03WuMBm%MZ3=eely4qi7q)kr?MK!5#}4q|wJ@*1Dl~H)P=KwE@PxqHa^8 z9kzkm3@fWg9qeQA#s?ALk0=_iLn-$1I?`|kdpmd9Xt;Q-T{Y(=TJygdqi=*W#NCTc zdI6J->uQ*B^%!=U-n+^@ue6!V&F%1TFaG&z8_=yPrSp~HC3OXlnPf-$^-+X4gFdnL zRr!tInx$x#dV@xC&rk^;Z6~`sq&<)^)U3BLD^RXiShJ}jCRfO(UBT3xYNm%CASM4J%9J% zGk~oX^kQHea(k`zr7{L@DhAb>HhX%59{)N01&fcT$Vo@U$TcoZU?ykeg4^~qVss)NW;sHf6JFUO8QO-qfjAo&7|mnTXV$Np4V#b`#q<x1+Ar`V6SqI}@)* zv`0RgK}gxVU_u+Od>vG6H(a~66vP~NBNuWYYd=I=$znJMo?qk;lJA7mb}p>$-vUnL z$hN%3@rXCgReaE~T+bgu4&TX*{xIF##%W+Au46%6$ z_Zl7IY&y)YD1hm0_GjhGl&D58JR6@)_xu=7TX|Y5uta|hS0=su*7FIp-G)H7RuFd* zTDZ5(NfC_iW!%_1ctl6Ao(%fMPJov7Lwbiy()%`cVM)W!S6t?-STl^Xb_tI<7Se?o zx#&DL7!j*X4o#|rBVpP(x2W33UUQ@mRkoV~?42d@7pbDbgqd?!J1?cLDy+!u1;NhA zh*B*!o7`WZi&*-V{@A{lKb=HyK{&9gvZ?F)9CbFZUAeqW8E6p9SR0rr8+dt+gY7A~ zk^e(Fw+6?17hCY0!bL1%0rhJM^Gs=y#Rr^PG1`~n(~-ujhN+A=`9c}^!y-c|4)PO> zBVdWCrq}e!%|TDWJPK>~c2m@T`>j3pvOfeXmg*w1=;*LMjOt!ZMm9z2LTgxZLZxKj z!;vf*iAO53Y66ard)NJ_fJ@XtQICFn7jlEOo;r9(&JAAz|MJ6pEpCgW8a;&oqw-QcLoJ5mF(K^IgP z_33h^)$MLpkJ}u-l}N`S@}+jQ?BI;@`s)r6Yr~&CNfF?34j>^$0Vuw`rF8dG9lggS zTik^zI}(><{{ynR7KSCFasjTWj%^G38GB?9i4u(Fom-$Ka2X!AF{Tc+y5ByC$vhjU ziG5%TiQauwdl_?s)78;aZHf=r*<>qIQ%9^yHjAuZo8JD&pnsmt{K3VPmp$QNtDQr0 z^QLAL^h&<%WG#+M5-4>UYc_={_?bq*M6v0traO;hpz!OMLl4~b*rK+8*2T_lJ-^F9B z{LR#5X45>lKFjV4II^?R_7<+YycX24!gVt@tpP+_#MJ^iWm?!7U#RW?)R+V7drL9^ z+Q$bY#&CdPv1vN6Sru!R)C>9&xl!%Gh!i^%G-~WsnF!(J=SyVO;?Aa00!~_@6ureOKUM>n>R425kj%jm z?V~m!8(J{&<4q`n>6)?Iyg)IwfWWC={V7=4_I7*$m6P%;a z$dF?~S5u-XD-f*bJSu)4oPNEXCvRLj!vpWb|My%d-lJ!OTz%~a&uX9PwHhSkZ`OSN zxSS#vO>>lYn}Q{Rr4yJh9PTnm+NcE;B;f07&yyb!A8qJ-VmZ;!Ae0gmjNefrv?*;7l$%g8!{b&gr`0&^ zfTt@cS!zTL>~SppkI}v+BR+6X-X8~`M#ahc=#F5w6#FVDT}Yp5nsXHti2h-YVgoO6 zNG4WydyRrTfey5N}$O4{~T_nU6s8WhKKtCrGmMQ+`PHy46Pw)r$#bZoaVBR%(1 zrnk)?ukxlh>hrx1;UEd;OVdLiSw)Jt0Y%)ichvlMU*bs*MGVxUwmNx6!Ge}cA|(3) z`A*?Gs#&8VWcz}2`xgsEKL-bvZqHmm)Muv{!-s&yx2Yuk(qHmx*c&juLHs)R9H^HkH3688C)ivllk z*JK>t{S>t-kbhmm`_MKVjFh`s8sNmTZ(#YQYscF1l1(1;{&&y8rOwh4shPPi$(mMo zhM9^n*GqkL%7e=V;nVsnJ{N-`p!VO*Q;t&Q(*g#}(VAA%N}secx@2)B7h|j2-XD4k z+Lt7wKPmz9aY{}iDduQX%P&WS;g$`2>_-!^el+7S>%BUNXkJmV6gvHjoTodwLK@qR z4%vTRy_nanyO>kV`Gc-q?oGw@tZtg~jLo0q1HR&l<6kFJjF&+3MffL$mXcelSc;s35B!dh6H8qH5fe)7A3w|G zffX$Lq13+VNUoBs?)mclw6qG@UlF0L=Os13~XtXH| zjP2m$47Q3)+0wF@?!LR?orwo3q$RqS-hFAMQMgEuhGRxV^R+?)ZrdkZV@a6uKD;8q3+=F&4l?ml48J%;^jf5w6pHBaqAC4M z=8Bz?&WNDZq6(>OzV#TOw6m>qJZeK+N+WA|@vA;w?TP1WpM|ing)vDa9h}!haZt8$ zLA1~9tyt2g^}E{cuB1Pmw@XPDYfqS2>a}dH4l_nzOi^IXYny{AW;wNV1v6+KmzPKs zBHGk@`kkH9l@_5yJ%YAGZ`>FM{|jA-c9A-&T#|zyLRW_06(FmY@Vcs}K7t}@n^8A< zaJ6)AXWERL2P4JWakYjWA7nxUh$+L&up&XKe2~PmqFTd=Y_8X!Tj-vR+}gQnS&+RM zN`#e2d{{GKBfyeo3`IaP^CW}d7)_L2T1!;6G${psi!Fcw^4@eU=9l!bwnS;&%Z`N4 zy}{gR4#o(;%og#+Hg-l@0!_OtJ(C~E14VQipzLhicDRUw2xc}%asAfUQyAM5u2cUpytVz_KmiR~~j>esHr5 zpLBCBX9hj0zA^$R5{WXK@iQ6w2B`3R-;q==t6 zD-kaRX-&5hOhc9NcP#$h4XOjMR`hn{>)^c-8x3K^?}}?*9L~4oR6qP(5f}TbjgL_c zLGj|#)1$UI$*=JQdZ`-In3M{TWkHEH<5(LUgO_pGd4=j{U_6 z*YG+Yd3>Exeea45eB3Jyc^$)4R9DxG_^;7YQYM0^zXbS4%rEb(APbU^ z`KW(^tBy^o_m>{^V&K^<;r?v)FC>RimtT1x7YVXNW9qGF)KyjabfkhoPOF{4q zLD>PJBt!(%n?FBJ)-mmmL_iM0w`%F|zwFT-VHAWihb;8P{+dmsR8m5}B>i2kuEnji z>10H$<>vKiElqC@!!F`^i(p#!lz%8|LA4vr2yYQeI+iKvFFq_id^E`2*YF0$9IpH2 z{j?dP@>=x^W;UWAoCP+WtO$%+`aGdbcB(%tJb7-Sd%Qpr+-8PZcFiV#W)-NjVYhou zGjm$286riYJ6G0-F0Eh73+$J7A5jpYN4O#p$ve*Ubv^T+X}Qi0{Y!@h5nb8$N~h$G z3T}V{G^C_4S01M=SfivtPNa13C5>^dDt!rZPF?vzRzOvbHX!jnr&j82S$MSq5lNYD zm^gF+Q8_cpyGwRm9*Ses_u^n{jhc=Yo)M4IBOtxN*W>kNzD`}22wu)$)QlfuY(gTo zSs!q+zTCKjtBJF^%C=m;MsvSsn!>>;16m)b#Y5u*Do{>KU>=7~$}HyOh@% zXM1F2n7RR|*}$y>rXTUR1y_YFipn=-EG_+t+t8!N7jaHTL8qW_cb{8L)OfCja`g|Y z>r&!vORWOMb3FOrybqkB#Qb6}3y-Z}Uu4R#9yQ~ma8sRqO-=Z;S?ZBT7L6!Tq4}U-#v0oQDKUC|YuggLj1k_GU?fwO}T zW^j=%4R|Fks3s<=xUmi>>{?VqeY-8TV_xM zz-!cK|FKmUI;#R@Nwv7B`5kHSPfMWAMQIWNM_FayuJLdCcV49IvVyunp?e253rn%n2`}$T$2$Dr&0t}I9M3^fYSwu|*J2=7~yW~;) zRG@z_vyRnwgXR;8U6SQzgL}HXCF;>3cl8%u>!;LrmoI>-he1OxPoX*ZIJJ88+a=fH z3f;m&+;e5o=n+X%D8>}(PM34InVK+rtOxb8akUB@V20|NnxYOIfeWt=FwRBXYKboL zRP8%_rOPNY44)>^{p1s0nyeU6pb&x$WKXTXM;iI%LKZxQhNT;n(zzz#>65GgPwy1S z0J8?Yhg3WKj!XAuZoX9U9tSb~jr8HmqLF~Q>gtyw?E?9=*QbqMr>EF=d!a>&jo|8S zwJ+19vGjz%+>3mGuL!3s*4{-vx($GPmvgJx-z!))%Fm?hBYzw@YJJ%cahJ z6<=d;Ru*fgv}j%$B8cxqVJdmd9VAIlR`ILl%(1CUD~?`6?r2KdE;LL^{#X6nUmzg^ zKhp~U{=@E=jO$`9==0lAv-TH(@tslmh4_D@|#EZRVS(&^hgwx_6LpD|@^5 z!Y3|s1*{-(LhX6w2iA$@tXblOVQ$9+Qzvmkva4Qk8_l!kTlV5`OMB~&x5O=9I_rs% zi*SZ(&AG&yBG4=jH*C(~3QZP3Q}*CE^abD&)7jfUA`Z3XzsG25fut0o2hhBONAQ|3|DYsqe|!MS)*DXITw0gDV=@5&!1d9hlEZ zm{o}y=p)*>2Jk{@MCV0{*?n%9qh)d1f0p2yJw;C@OX|DpK6WbAii*Amra#K1qMYNQ z`wMSR;5(^4&d;E=%1x5B*;8j!O@1|PE+@~Ogu3Yx*g`rcf|t|uNJ=e6l#c-k-834a zw?}S}w-~nW6Dz68JBlAlT_Xj=SMaV-TSV2I*m_c1FjPm1aZfHNu2WmYl;kPTB%h|f z${V(urqww3#$zu0 zq<2<$>}#^$+oEkNU83janyllX!;V#7%Q36O{kY%#LuO+0i#33uJPW(=?cDI5+I?}= zlAF6?Yc<${NhJk;1aH7{@wQdp4^I}}3f4PM2Rs#xTA;(Pe7Lm&^C>vd6IwcQbY)$T zqIw`6x_(lknd-A;HO$C8y*lnm&DJ6p02w=-tBEU^v@h#+Xn5-vJLxSEPRj(7E!R!D-_5%|0TR)%hIR=%y7Xyw&WTXC#PB3t+Lr$3HvjpKQ<=t$ zTaQJCa2g&meGU5NxU2Mf>a5LtyU)QP&g!X~Lj1t;JJ0nK!wWr;V&ueEa$HSDc2m?A zeKP#9Bm3;lB!LFj(_x8~@oSPP)x#1*`-Y93g>y^&{eN#dG!X-;+uHRU>a_ z{2wK(m}HdV!BM^+2mBNbhluYS*9@)wISj{$e1%SMMuIh(=+9!)ii$OGPn-T|y)xUN zsRw9QSx5iy=kL4E%!UlGZ(!Ct+N%pHmh-9x6tJt4b?^aYz;LvMt8aH*->ueu541WN z?|2lTdK|?wZ#&mOIoyfmIbytA+}7j8DcRw3C8eD?Z&NyheyUDlP0Ipwl}C+!YI)`6 z5bN?R#Ol*lj9S1QXaA?LLi#C!2&Ok{rG+|1idAV1^Qy4 z^C8>%uz5lF4+8tugxqLcx35_H8w^pLSp79KG2els&$n2foD=4b%Y*k5;M#HNF3q2l zFi5E%ggKV$GNp449O2h19LI1n6;E&R>k)1}=7(@?m0PK&8gC*RFMa#^@RlBirLWVv zUT6kA)^h~Dd%HBw3d15FL}oPvQXK>l9nk4uHj$fu;4GGjn(^+g-^G!!^)s2DITg0` ztvT5Ih%YSvu1qQ_bj`wE3z^8}S%$~%4IqR|Z@kBdv!KCaO-h!aWRy-+PDCdvNH0oS zqUd2`v!2yJqMcEseal55`Og&0wt+C}4_m86Pm@?v zX^!n#!c=A^&9)7W&A%%oeV-IP{Hw*!acc z+zZPw5Y-QNx35AGtS|uj?6wQ;VxCyHnw}4qhhI#w}-R|&vmmeUq z$yXA1xN~!`s=M~*)@uKh4((x_)fldIjN3>nM(N}*wWrULX2@By#!y0>O62VnC*63BWw&}_TqkKr@Y`=vwmUaQp@hp@D7!8JR- zCfviwcisxxx=i=Ghqb@rsnHtrSnkXlJ5&uwBA1NS176G3n8J(m1rOx1e618Dpka_q z9_4R!GCy&u0GS??8 z^_|^o9j?7bt?gf|ZyrOAN=$jPUlU4B2I-v)_=J9_@M>yzkH1t=HnWm0T_Vh|0Ch3{A z7x&MVJ`Y*fL&uHaqjMrlGRI~+JXjYJA$5nNufCZB*YQQVXjumL_lWXe>4lf7)>a~_ zl$C7+Sk>42B!=rNZ|V!j>U$TTjBp9$JbCO0oQzy@1^kOA1N7vUze+%kDs6oo7@s}? z{M$#eGrM@$qm3V@os7_{Nyo(6I#ovfN!enkrn0AhaA*!1U0IrN=gk9^5rgGJX1y(t zxfvhf?YBR85Xqf4-GF+Kh{1R2>Gl zmW8jsKUeP+!krUuKUg9?6|hwnD68V^eOftGs|?( z$XR&SO=@$ksGyeW!fKdS9)yP_iqSq|$N6dW598@2@kY%C2#B~;2seY>WO~SxGUIEO zPEBBl`w1|j%qSF=(tX%1ctNfS4zu*ASZ)c5N>nR-Mp{tyBA~?_$WC`*JHu9KFE2S)8#RgRQ zm}8y*I)0Y>4nB%SB&oV;>0B#=s*Cs)*lZQ z0lI-Mm)AFW1$KNd?~8r9VnwHZdk z(QFE{@KM}XtvO;moh#l$Wem4vw?nSyyDjWKkm73P=ON<~=40BIM`kX~Io)A@xC%ic z#+kFHYKR7!KBjF0287!IcmVvp=&g5_2RZ>vJkOzLFxgf~{@GXhX=rm0)g3rmGy=>h z&G42i6h*0pqcx>@V52hy+!S%G!7hugYiD1ieX+pnH!7vZLC4?wcwfYSwH2(yrZ&63 zX&TSqSLWIyl9#w-7U-Xw7nQHXVW>PH0-fPd#1+sLWZMtDsni0f;fEr*hue2?Ctgas z+jmq~-vn|xb%TJZJ4th(D8ZhEoUsZT4zi}{934U+S)$Y(63b03KB1Ch~Xo5H2-!I z$NwQ0DDiy&OmYzl@kwM71e(=gIq1KL`2j)MEqrgf7oRjug2?$_WEVGi$2pMvfMcq1u{!rsLfx{Fv`|eG0UOI#SxO;@Ao?>`0GZM~Y z3@A&QbQ2&&nNiV0R+?G%V3U=GrpcIlE+67zU(ek3+uka9o{R#UG(Pvr^1Kw(N7N?p zw7o38E@RS3)c%5KKRFS3N|C@1#J>Oj8kdZcF}eK1d_u{PgKewhYNC^~CpEO~Eb!() zGj2n*nDn#wUESHi?C+vxPY9Iq**O6;&eg2*{l$L5HTk>9qw$xiU1g&@)?|ggpqi0~ zIyKsqLEb7#q-t9(TbD2b;x5v*|H)i*z?>4+TNSPjE>oB2)|1(ysZ)!!==xG(P+Gt-Mn(_A_yN9N|w1AV+! zCS7sfS#OM$_ZF_q4)qGp0~R(lTVS=DO5rX+nOkCIZ)>=lIk|NHksZEnvtu1IS+fS6 zQ|ks6L~{ozGn-I!$vk6?*H0zIwBEvl$oSvpHuEYarrGb;tR001yXumM2*>t_os!1B z+Q$!2LU#kUEv0kg^cF) zb;AWCTHFmqb}ShZbhCNI3)8UY>ZeOy~G;UqV3lAjQ4A~qLuWT@{yZ-SVISm|W0 z9EVcQLHafUhs+$Wx}v4ABM+m(uw`6M^2zqgUKnCa)1BV0<^B*!9<|Mh zX@u9|?PAv9$otQ8whbOse)J$W%~vHQf0rCHn+K9umI$(t04z^m-8Bb}-)_PMZ|I5N z<=2W;DRz$^YiwFrl{6wXIQrV^h?+!pXFL_*q5y_=tmof1}s-~h0-U7FOky4NI&Fy0E3_?Ue68b zm$_G|E{?Rw{PfW@?$Z&>+jLZ<9Z1OJ?0qn{oA*4~P88n`8yU5-$b2Y?ACnT)tn_u} zL#m8vZ7wp2y$(8Q#cw3LvhbGO5IgU=nj2@uVxx&*9B{XZ5*k;^yxA5nAE#I5Gi@HF zkj`;1sMcKzopu-V3Uj@I96!vgoPKq}YvZ6{siEb&6WCrm%Np3MwVB_&{Pk?gHQzNZLm+(Zr>E{78n{8BVseKftZ*B%3 zr$<{9|Hecs$dw;CE}d5%=DPR%e9Ju0ST_3cTsePeY#b<+YT`GI&g zAFA5bhKXHzDpaFAj}1e3-huD19#K^*U3$4BPNXoVv^6$g915mh|1_c_lX&~%#fRk} z3Dv=E$e_exbkoIaM_=pe5W461!~~zZgIb6vk*e!=C*oF5UQz)MP5yeKqIXU?!6^2& zf#qLMD73Fn%)ncmA1*#5q@J^XgPh;1GyQq}F4>6shD76&PFI$v>Urm08I@10KY&@D zD;%diw>kIytDnd@%KcXC)-Tv;8bqSqJ?qE#dFSqlR5R8HL$q>-hb(xHRx!R}rh@7@7{3?~T z(L$fa70k>GPBrp|%?sJ~)$CQPr<$rmSC9tZ^nVfh+z66ESA37>*(pDVnx$wJH`XwS+$6(^QY z0bUm*;D_C0wwF9&!Xkk{xnjGaevNKa>dEFCh+L|Z_>rj?67W%*SRXX8*mZ(v4t7I>vtlLf4q4rh;p;FP|yDJr^90U8ig6^wkytJ;>$6hbujSU zXS0V1Pp5{9eSd5|YO+61xz^H{Yyu|AHVY+ki|W}691Jt&VPo({h>gN6;YskP(k zC5rhfA)ldXkD%7+edMh-|J;z72F1@U->$!iUuY|Yv>RkBTrbYS15=}XdaS7qEY`{f z0mITP)-eXYgz3IfbzNtd(&x~ak`kT|bOm!Dx2&Mz7&sd0H*GDy(wdgPh%xm;0i=%h zG`vK6Q9UU8E;G+{Ge42)%ZEGPRTz5UXbIKs;+mR7wf25BnwEM^*7%(S-IbGEj8!ZA zsPOU<`B;i`eN+<&!Dc@S!SW5B`E<2;ua)GNAH|H=JIe`<^UagEtR_EZT=z(%CHO6R z-sz8TpxnqFDI{z&QJ~kxv82hmUzFBZR%J{3KN7z29bP(}Nl4EQgRJ%2m4e zv{GY3Wdo%-VW&N7DO~uO+MrSGPQ_9fl?DJ00W7Ekx`=cAlRBlpZr7E|-xuE(sEf2x z5WQW*=ZTEy%;Qs%cr#c{xQ!HP5oB8(*gaI{#0|Ab*en@5JqZ)21~rxXFITkH5yaFE z%V(Whf(B}A_p(E6rV4C#BvnuO?!1wWra^i<_VM*b+PVLcJnda*z|uFQZu}!$lmSDe zD|c1y^H58JWuzd|(lQE38kRT!EG4CQL+a0S!{Y|cKZ3Lr1T6PoOjhAPn4+xwe=+(0 z2M+@I7mwmd{*R9&H!J>&GV)->q}Nur02w*Oe=CC(<)r?t3|5qp0{_b(7y?m{`4=WF zB`5zMo{YTAzY_+_N`e1i!2ekVu&j*if0SkA6EGH%NpP=Pr z<^Ic)Q~W+;G=n=~a19nTkl+w3xXX9n z`}OMHuYa9dwbz!_`_!rKv+Jvo9y^fW$w)xWC)KaqBOaf2cMT2;1*hJ1)5^^zqYD=Q z2*Ze$p%7G#w>NH`s4TQ zIp%NZzfA8_`svZDS7w(&G5Dn+KyMK^ca{mZoR)HpAI(fzdhe1 z{{|j*`d*#F7KSTg>bu|_H*?9!XCG@se#M%6yWFh!1xW1Ne6&o^f0(?lvUrqie+Af) zt>k+AZF%)pD&TQ(wqblqVfocsZRk?ie7?Q&;3vZC&?=B?&r>+O6pSPp}NP`j=Sy2?6ZWrGUMB`->wL|&r%a-YHb56&19`r7R@g< zzfOPxcdnm(aU}1b_P*`LhRlcbc2rq3y*Pi)y`vDY#D0(pj+#V&k^eYOd@ka~?QZbR zS*B`oS~eM}i~$J3Ki=%|dzWzY5vUW!?HI`}qPaiCc-&4WHyZr9E>nn>!`P`19R0Xl zPD=zB3;eBm%%kChSzvJ~uS2e7j4rXe^kpJ0fQ6Yguc*NhE_xU#3DIWob6!0kSPxHyLby zh2uJs1!TX|1G17A2Ntr94N$ZDBDC#zvWy$*hVjOx|D|o6;(DQSaoGmXg-@29SE12N zele79a6|Z#3*3Ku+ICyQ{slaVJU_$$cVo#E@ne$?W0SX5wGWcV!n+>laQ?E8{Uer)q1&jNFZApgCp}QviwDMcs46_b8nPT=0yTAZ$cGH zmw0=Z^Jth zy^9XrhTA>c|6tp!EUXk=itjck-N^th5?PVsae{B^>da=r+?#M6U8~%=@);!y`74oS z)9b7n1o>y;q>!Bs`9`+Q$-|&GizGR^-D>?og@tX*9r-~1O+YB$1Bm)gI=%0J;=^3l z@7S*|RKqU&YA0DiJz3M&eI(phWqejwF@u9c(d&KBi;sj!HhB+{6g_)6x^til3|v^3 zUT(0)hrU_^H3P2@@ZMU)2B{AX=i`^l_&w%>yqS*^F^ zuLifawU5S5_y_H1ooVx@&(!8>lUU1Mm>8Uv-ufJ2oDR}2dDlF&2UC2tqP9xd)Dg_p zx_>fMgpPB5LlvVgZXsD+1=GZI(L1k&xy-C?QpN-7Zo$oih0qDP-`2usq#tGyM>^EGT8+}dMZ+D14Q~Hs1VB6JLj&2%* zz?1X1-gtwrEU1aeK^VW{v!`*`e{SvcM`;Q7*?ZN!>tgoCCv{m(w9OiA`$6L0x zMHThR*B*%^(QDs5gkrtxv`o)u9Fs*=OAbSPJ)odcCqrJa)PVc02U^9)aLKPRO|mm} zfGnA8>EU@Z=Ul6`*1onzvC?BmRIb^CUIvtyi(jJgoAdj_!k9DZdwfha-blUXOV0x6 za~io3xRk3Q;}l(7?F2jh)km){O5XI%rmG9*{S~h2;`(Y0&yACAnHpRkQ{Z7U?DGbO zMxnmwd}vREpPQF19a_VA#}4-9Tx&{p1;&3sZ`MN>X`JvjD90f|CgR@^!h5$^68RI$ zQ&tS(D(^U7eRD!GI{4^sM z-@VY*ppe(<3ft!SIW^eR$6+>y5s{DfRA%yG8Wc_Tlc} zH!oG=*NBiA7-DxMRR~O=#qH2pxf@&b@@&+1an_35ILj?qE;WeK!}Y*9UOB)gS>4k} zqk2E}L)A`~x`UgCha0|Wrge5-(pusy;UEKVVdT{!Ud&yrSxEJLU8B(D)*Cz}+qGTm zjGsOV!|(cUKJv*nNAXw+$;Vn+P}5>O8;*mSYozzl)I?gvo4ZRC4wmO|3?u%~{}C(G zB-lr5R|0dlC;bs<2(eUYjA;wjvnOaq1w(1#Pa%aWcC~mNFifw-$sV zQZ6HY64nv@^cw~Dz)km&t4B|Sit@v+IqO4n5=@s}#;wIHM^Y|}P0Z~p4#jqsGcK#V z|2at7Y0J1r@76!9RSpx6fTIivYj8O5IPx8i3JIO+L&5l%0IaFM0OtN+`{*tukv|Sg zaR{{!Tfz{qbWrytZLu+uy79cxxRL-%th)?9kmgw}20Ag>S!dry;Du=}#T=JEX5Lzp zlecsD(liU?at_{`i1>jRsk^v~4Hu1Z`Gc?rrLyo3kPQF=?*yuGZVJ~hzX*{} zS#M&L<=`a)<8Br;>G{f<#Zt#VH4JtqF|N4Af_8;+qk7LR_-G@c2eel z57#yO&QQDQ6wOf_TehC%z#A_zBse|h`I}C|OHkkwa3cQ`qgd45`EXrty)8-s`o_T-6y?L8Q ziVG`H)$Ei_n0`%EoPdf|tW8FsfDXG2n<4?CyCHwwY1@vJXF>kCrgxpi*nx~t_w{acjH z8OJY%g{|WEHOISa@xIn@DqX|O9%y^B!Mp%fi5;19XTUNn?u7ti zKA;lTgJ*GDCxCasbC|P1Iw=Uo%a7lvb6qF;V_@33}Gi0cKs zvPwgJ^PKOULp$wEc~VkL#I3$GnCJ~fwWc$Q+?Bx)e}esUn&qO<ORsDG{!&Hy=|r)yJyxKU3ZFSE@i9T`om5iP1orj)YSMG(J3t8g*tu~YLSJ8;IE5( zgv&xXTpl0dUZi_Y|!Quoi%+yZs{C!~-I(Xwcap?S#Hs8xlSsD4QVmAw(lk z6;0qnH(T_FX(xg=EXDItH9U7PUfjTlg2LC z*80$BCZWH*wB97^=sPrkJ0}UKv8#2HI@rKzI-2KY_$HQK=e8_)!uY!OQVZY{TLk|U zpCT#`J2mBt_FiJdh6Kod04YLmF`Mi>F#3%V^Kb`f&3kk)6`2p=ZH}ugTG-W#UMuWq zSrhCR%{thPUuw%CDu}ndj`Bw-$c)^MWPekT)hQX?=WF*Y(}O;R(IQUg>;1wzugCHHtwd$zB$bLbD@*6(3R5^gy~ zv+Bv)#A>h#5b54GKC}tlUA2%E@S7Yh$?_qR2YT-aH1XG^P+Ygv#0Zkk52@8n19I8fK>`l&9~d8(sN0fh%uhs-y5kG_(0He6Fjsck zpTo&hkr>fippg;esqQ5?0{iQ4n7$5k>Rz27Ys?}G;hV!V4ZSbkh<8GPNPVAGMEr2( z^!#d~nQl9XdH*!Y41jusDVAiP9U}W?W%cH7E}?aOe9!#g0mm7SM_^q+7SY)0Wby9} z^UbCqBEQH z1ASAmSV%a70%7LTaP9sd;$3Vu8y-?Gp}!Y4OEhbxCv$ z_wT~J=lvCV!L~0uY`Zf0$WaydMp-W0*W<0gyrhLO01Sbi_8}9H_k`hu*KzVLpx~k_gALy|Q}?hrOWkSo z^daHm(iln%c!Hp7D3-$ee!O8YO^pJkthE>D_nw8riO>Q>)Z($nOWa^$wPuc&o`kp$ zj*PeU^FiTS&gJ#{qDhwC$DEj=uDB@8-_!@>srrB(Q&|z-oplNY5iYj7H45})If<;^ zN0B~zZ#i(}WfgfJ8#V04qN7^?7v1*KhGGk2gyl#943-7M=2yuP(zF8RDnHpj5a@n_+fb({VK25U#^% z0)a-hd1ahav()VyQ4Fz(>Ro(6s6}xi51`2N4t}I|9!1@jGwu7Vd4$fw`;nh&>XXiU z>}bTF)TXL^G#XslG~rFZHyEaKj_30-_&kS(1LMPD!_%$Kz;UK!0HZFMF39H$2dz$?$G@{)7>rQ8^0y-o)MKIf315nav{TdA--!Vt|@a zSrS7U%D7V+EWTkfHHwWA5L0ZO4v!f1yLk0HQAUEX{yZ#I17=BxbUbY?|aP4 zNb1}UMeJGLVHkY`n-$l`)IW!m(O0qt9N%Tk2FLsY|+C z6JIOJ>{qD2P=l>Q&{#2GiivfvE@M^kdslnz+JmvA;NBR)a`Z{@!KkjQ-c5JvlJL7M z&<{n8YgjHa&R6&ik-v8m+e5^0_b^78JmupH+D~O7wjt~m;FL))c>5+!>+1)FDqh|)Ikqa-$2Cwy#O~evX&$n5NlHxF@ZkTwj%fl zSgiBRV-&o&8Y|c|a%@YH0NNjJ|DB4PD`?6(a?hL3X7DLQ3p2aBHNR&8(2$83g| z_%@3%H1887hSy%;u>-$!DK5@u?M2d%l1cg$ihrf!db8*s1?X71^Rm@W_-XRr3>QiO z1pE-nwJq#eND2}PZqN!U5yDe+ZwS!_VSwdE}Z71^5;(HMMX_XYGz$3XkW5)`Hp6 z3Q|xgPio;|jm+(>(&$Zp)6cK|k&FX$us>mz029?OF*&hH7-xDnoP3=#v_`#lO19IfjTbxL6OZ39A4Ts#?w8uhZqz0eqbh|PW4E71&@FH>dE zDBS*KN;5!Qg^s@LkSt;~1tO(apDfKko^T^Txd5w%z7lP{M^O z02xxpl>JO^v6jsi>s6rKP{={9gsiQC+cN1TML02~lj}1w}p)PNzIou%p2TmWxwY}>qg6xWn>QEu_C4eLWPgWW>1lJd%)ZN0{0>&b@O&P3( zLwcki3i49}hG`_R{tUfgcnuoYubIM0F+&x*93;ohxR;x+lp;0!=Rh-sw`)_n8gX(A zpK?*vQwO5t#r(<*Yz|T}50&vYrpBuU$T53k$o^ZutxE2>#LzWTLgT$I@kjVtGmb^TxE3XOe3wg3 zu|R9)?^Y~fhz{kYIQ}?7q9kuHPV|QQ#`8}<_1^M3t;J22MYfZ?iDAh1RA;IX+Ykr> zJ(JAxf@&9v$zrxzu~3i*%v)3MKuZj>rtHX_q0$_-12Rb}nZq;ckU<2mVOHy~0DgV& zc(lN5q=bG933^ZwRw!%jQ0Ks_L@e6kkX{J3b=?O;Ywhle0xN53k`@KZs|XLlV0iUC z?_lZ|QX1qbs!iw#vB5?rxzouL=-3KxkTf>3wA?+R*xg7|=L`oJg23~m#FKQ>drjXN z?IwD-_l0C~Li%6rbw-^~Z_>pghyYa~#N*9S0I`$J*%14rzcsZ2RT;d}n)>je?j~(g zu&~{p2k~B0sIEH50n)5X{B9MUnOwAAW+BK$Bd}iv4O=pUf#J62;n3gaU= zYGb@{42ePFq+x)f6(()plnzC@pz-FqA2#rijz&43Lt1rP4@5d9B|!2tv9xJ@dx z$exT$c;6{r=y<(6B*~3piBn~GIZb`M;s@8tjlz1;p;?s{CBJ&tk0cRKps|=oICn`ugLG_gN$c z&Fb3bDL~q%EMnM-0!ow4BX?Y@nyWZ`R{sK97 zzl5Hos#OQCb+VYCC*tp7@c72a6s63{ohdhq&`i{P$B(C|WN%h~v-CzuZM`T&G+A~} zeUl(D077Dw@8($U8?lD^$r~ z4X8rEOB)3bHrlHsFhzHlV^43Qkp6_(u}W{e_k+JBCS$fF%bw|N>=0U&2wk^JSLrc0 zrlVHX=5fn>4Jl}=mhim`7jk!ZAQv&ph=MWZ-k7QaehME~)s|&aD^!J(7lfFBbNs=7bl8&El}mQkGwu3Ox?NXrj9cUQ$!R#E4lX ztc9oQRZO-c-FSkLHs0rsH1-p%frP3<^zAmC+|~|VMlB?^wYu#_!Gs!t@~CuiKq+j7@AIDQH+^Nz4hU+k-m^S) zcxgbiWPg%GyYcef;?M`N z$ck(A@S2DywRz6gx|csg@otI90RCRpjBjIdC&5@kzCKD;_#>=;c=hqr!U%Lf^aX}vDORnosaJ-dPU@myuAz4X;N)Ug=mu*|{w>0p%ihDq%jpxU!klr(Rh7ndwKz{`rJb;Oz-y0DP$; zx#)qdkXT|wr2#{{amrMcyWo9KjNCF}4D^w=T@3bY-5N6J!b6`sJ!yd3bFU9wex0Rg0j%$R>DM3q8cXOW@^o9~zW@s{& z$C=_13=+XGp)I|VK0;FF%x#lXeA(1my#PiIE9bB~v#?LMapx@^~d679z`7J>Mx zZB6ChDAK#=Ny!=<>q*RoWWRRvE(d&3801)LCd^b@Fz=m-_(Bp1{M`sP7t*GbRu1w1 zqJTV4(Pa0JRutdm0+YEPnYDx%_D&TzQuk9zF;6N9>vhMKR*!TUBlILP4qNF-12cW* zi7UVXtX!qbgSt5dpEAR``ACy48)xi09Z{1`4lC6+bKg7omZ^MlQHyHw)F)J*)ZJr7 zFmX(7N9k6+8RX~(8t5~71KJ_eNxEyKSB3X9+UuiBq}SAHXvMABAM7JlWlic%zw5Fr zSFO+x=)EU}af*EDHSO%qNsQqzmFMf3#0EW>;o>ws6D6+wDgOH7)sQYaIkQWyn_5(0 z0mFV5=}AG$^j1hXBKLr-`G~s^jg!ycMdAY0Lv&g!*CtJncU!|4I(#F-6)RREdAx|NuUrJ z1Ju1YlJy+!z(26UW{I)=y(&YVN`Dn z-S5#&;(C}du#vq0pz9kAh~M3SZ6mfjnH~^n$vvY_X?cYBHhO!DH_A$52}ez;#4SZh z7ukHypAF`usAblF+0&$jw?1TlSFys7v6O+8xwsL${et;pFmEz+onM&S{d!xiBg%3! zB~4f10q&|V(Vr_v34{wKjdwnu8j=MeUGQ1$JprGHpA#SZGV@uZX@*HVZD(J((Dpworyda zSlpk`dA_C*n_Kqg5r;5O`!mPs(H>Tf#>}QIN+xS(Ni?zPljwHmj%n3>63Mc78$F^b zKvYox&{P@rp|PPe&$DCNnT8cLkj)w@i`4E!cdmF~kbseyKj*T3#Ie7|VlzyvWWSzu zl5WMMf2)H?P({&Z?+Dc+^m&y+ZLrtoAPu#9m%g}JM6I@2S%n%s8)j3>?U~wz9@*r! za9p_%28R+~Pl7toBZIiyy=npsim>(MZ!)w2N7H)zENn{7-9ao!EaftX+5sx{))8~< z1F3}>$!{%DSiao}V=3sbt-O(r`AlY_UBR5~NAU=~0;UHK@jjy1dW!klA3Xw*pPSE$ zPQ>rU1ETdVj*qxj_zbtSHMYMC^qy4_e1x%6>!*$8A81?X`TBlLt%!asX=fWl8DLxj zqOkcPx0RE1r?}CL$c`P+jLF%apNa#f$ke=Om$YhH= zMPS6&t3zf9_+E6BLbE)D;mn-IXH4s;@0$=3hEx>aZTdqs6w8h?g5NRShpFy}x zCTLlzLNV|DeY(UJ+Y^uyqz)5Dr548$YA(4_ zGoB*EM3Ir(fKo+iPd!KQrVzsg{rk}|S~LmcTG7t|V0{mPZ^wS}#X0rd`SKBoc0xoB zGSt%rt?-fJD6S=DVT z4jn~i5#QmpaFL~vrJbm@DiMcrKuC8%%v}ELuSW$zL+ec0h9Mb2h<6`H>tr(xR6$D99jqpPm}N@{zn*nTcyn*#M&yv!Vm$h<94F8E5K5R zD0TA^^eDWCDB+#PSR!$;6Xwbc1aV5NYp<&U;O)c1qx62_jC{cysy{tWal5&t!uMjT zc4W#qVg^L1Cn>UU3Ov*E?WVdus+Pl95hZ$<^Ro%xTcQ08Aokf0tyQhg8O zi+(N%Ti(P~(Ps*}7L1tw`K6MsQSY2?!SRxXkUfi-%ymHAUS$I(w9|61ab`4+AqW|l z+3Y+WmjY78_z@hTHKj`FpUv-6w7R++2^!_lX7}P%y&}2N9vzjwb<6GxHxsE8k7)s&cL$v-Kj> z9LACb45|kot#`>jZTmNtw{uFJs2?@?ITPNM-BC0L(Y2Kugy1GoEd8M|2FpxkVQ6xn z;M^D=>4v~{c@h9Z#ri(7MAv=ebl*7)Y8_GeBonX^yAt{K4eBXNXLF!UPfm?yJ*~zl zLdCkF@_Xy7^Hk~a%mTz&rbXOaIU+X3#KiPW}a-__nl&QbI{C5b+upN@K!U?%yeFRpYEGf(Ds8aJ0oIU zPgN0?G{|+>tYY0-O`*|iaMcqfx%kq7kmhEOYiD&k`1J{_@R#`q47U@6*L$$SJ(6T> zUY;Wfb4AvT4fS7(VO0X1Nqnb@X7DVUatj{qmjssNhS$u+!O_*BmVe zBxV7tN}H_n6$+p)DZqCfP%p=COLlK+jkX^npOw$uSaT`dUlhr?lr z>LW$<7tUqRt;iet3brl%(+m^wuY5bxaWqyro7}ep?_o8F<7wsfG;R!cIo8DcdA%=x zWm&GH4707kY_n3^=7fAJwN@d03cg4j;vd&i~I(U8k!o0<~SiNH6vx{ zTFXb9(yX&Pcj79sx}LY5y!5hHx1$)Rdy&AKo&|>&RATEFahyhjg~XkZouD82-EypP zK{Z<2VN!mt7Fm*>VXspTT zOBqaLn60H6m91s*%cUT__TP9pua~IG=%0bM?!n25Z;3MFm`LvbmcF?+F)>EBHgASe zl-er7yE{qQ1JWDOphvI_uat?cBsJd5ddmA^+tNZ?sk=gzb1=10S=evO}s ze~P-_h$!kCD*Ic&iyN~+9D>oHGB~};_5(@2H-WSDHw^PJEp*mz zaY^A^pEOb+?GlWt|FJtF>bpVUi1|Z=g>bB4r;fE@g(a!!&-cKIYr=tvBW^bEnVNja zeL%{vOr+m?6O?r~Mb7G>r#5kId`sQ^o?YaVe!!ag5JF(3(s@-u5|Vy0W<{11EchMw z&vVii1*C^4<@Fh1#cxxLn)?mf++88I=OeZ!ggO}(z4&d;k3L?RSXNqZe?I?9>TK$W zfpFC!qlbvy$o@7@!K-vbI2|XD1c?W#&khtlar4Q?YOWMnXnq9PnH&+Q`I3hIoWh7k zj#96r+JA{L^wxlnl6Rrt`gb1#*$2~z(E{HrP8Z+r2SgwIdl3O<`dFzr?z-s;JE1Iy zm$5yGpq2K5d z=|-$e>%5Uo7SH<>U~RF;m^}VD|J}efHtn7kvsRVvi`vejv-{=SpTQCVQXp%whq=<7L=6W2`kC|Jd#aYlQE$ihuw@^0;Uv88Xc3S2+C+r%DLQ~t|$6id0Y2M@n_~<&_~6w z8|^rb1$s^!G|W|I{8QG+dd733L2E0~|4tePJq z7-bBw@IQAWt7^~fNraScg?@E$jH1iH4ADId^Dw(r1{CkGMgBxmC3zV$aWB>z7*46r zq?;WhPI!OipshX^-i^epF!HaOA3`}@u^UR9qs@+BZWUmE@}PwF!|T+}a9hzyO?E~8u%)s*0<5j(^c6i^^BaHURZ%%HO(k!4`PZpu0@mSz`QjGR zpucvLXKHz#Rp{XeWb(Ik?|1`M@bWiRYIQA@=0x`U1*x?Zhk$QSqOm!t zD)kCf1%KSHO<96XPN@)Y2R`ZnJ_OT_=_1{d=N z0;2-&4#dE=niiIY%=8?*SC|(+{wZ9yim}+ia~h9$siN{)>yiW%TGMhtN*0!@db~3S ziZCIw)#LN=kFd-0nR|2XU!3#SBu3uVk)T@-Lf~d8iNTPlvyWIKt5p?K%_jr>erxe^ z^9x21$F+&*%T`3yMiegwzafn*XWyVOuotd?lz((+L`=X=gTKbsXlxuK08S_ zStS^C)BirNwcy>2l%Pn3GcSp+g^|59wU6hrcxc8-9H57h-cZ(j*UV@fsP5t*ZTcSD z?TgDle=leIEnzJaW zLqU(y=fEAAo6Icq5ht0K=YtCZ(sIb-tEsPgS1M+mCd z_T^^_<2_4@U6Md(n^Yty9nHN;tuItk^__7QVdha7*=Wr~n3)y9&(wuLU_+0l@uYM$ z$+QmH|EQseW`L~HtP@FqhhQ{b1mY0i|5b4!so8vm^%LB9o~SHH3nSSjDNDm=?y#VM zsVUrR3 z+R;mNKDLE$oT8j5xdas?Ajm8n2ZPUlLnn>4Zf*_w%F5IuL&~5z-IhBpOv)fjS;U8w z(>;!JWv%3`Ar^;0osR079rxpqf&>Lkw~9@7t|Hjmi$e?o0q@Ofy=cl^G4_bH1Fh(} zUW&Ulvrzs%|3M0R9g{7pVOAHBVqh5?AFx)rWPF+tAMjR`#()wZz>p~VXVQ|O9dR|F z=RRVv3%#JyXX>8gq2aRe{%VG8K$kxt+WL-O8{+*+{5Lw_^y^%oeZg#0qL>{Iqz zdsVx2y9{}#s-3dymZq5bsh)vwnQdjFRg_d! zRejUog?s)c`TQNFegS#LL_G{QUrRu;LShu4|RHGjwU4MoM>_SzFdA}a;NR^iBx$F#U0=ZhZ6?TExEcXn=CI~zp z?sb;>g5&xchJ@GkP-P_=hPLb#rE2hrav-*q3aN!u3Yy5BF3AjIyiE*?Di1t+<%>@o ztw<_b_&Y4~WG`d?zzvS6y3CbfOGK%JL{!t8<(dujH!gd^q{6Elu4|V}WMV035q}@B z>U+kq0=pH-09cg10a}WLMCk~N3z|ro3#ie=6MGCh`6nNDBdJGWRadZs9ogDZr_npr zcbN*mFDR-L!|9|KL~IcKahKFFTzd(PhOU9Qs>LqX*2dKmoGTJ3Xj~tc8y3J(G^0mf zS`iFEMpVdD_2AZ8SxLo##9VzCjwY8_fT~5Q$~93Luy^LoX}Rprk~l-3WNmyh|5cV+ zBUwgo6LUQ)UmJp?55xaD1a{EM-3@5?5v2QITZeAZCs;kh`5L|!W)ia`29*J7s_$g} zxo@R1&SM4{k_1L^e;jJ;DeQmdv{?yz1B*-GDD9%h(O0ZEctJnOm1mQu0(gvvQ+5Q< zn6(K2IQan46)LI12XV{utioPdubg8dLx{cQT!8*~t6V(pL8Ww13>h5R?Df2Pik4wh z^T2rynX8hg-=)5LggOo{#6t$B66bEz`g-c0cW}<6jOj_T!gipW$SKFXC~SWlX$-Zg zDI)05j$n0FpN>4~eJ30LR`Jj9gJVn{}kM80^UBi}3 za5Ry3>AtxV%{_}UyYr=M?u+4Fljo?kAd|&9W)ee5UuPK$Qh|5uET&1=IOzDKt3NYd znF_b7tkKx2$(c0iguGX2k@MT+elx(;nW1Eogv}B>O#fLH&$XbGt*CV!S3Bd^Sxo{^ z@lT6zmTyN1u(?v&&gGpztoi2+;sTNdC`yO)PPSjV_i(M^xV}w{bEvwfnV`enI_}#n zpo}s~Ec_fL#D>M|wE{G=rnUW><-qpNQUe`@^PHN zK80%2{4qjo3iiC{p4(sH@)E&Bs}DQm-cFX2Ox24?ZkCtdo3oFhw%b1b`Mj$#nqC}) zV~i=z?;f zqXc(fPgbHz_7h178vnwXN9mUSza$j8@UgSY+H`nYFiP$fkYcNO0GM#%W zmpYA985X-sy^vASDq{M5AIA#6ee~t$I@jC#E{@;XX(8)vFFQjHER7lH5+fl@Xmt~%&RP)uyDh#R)`!!YeZF;iX+Np;J-vz1fUT|% zt@_d-b9C|IWnN$2cX4lb;7y@iMQH|Zp{BoEoAv~{-mra zn-#0HEyolWv|Z7VsY~o-&Jm3yu+NFaN@7SUiS$`p(`pvDZbc=@XL#!>wLmD6&)}Z6 zrH7c)L48fGM}L3@5TZ}EnH1klNkq15yph0{g%y{UACka!#pga8Bk+YCF2xTs#jqe) zNBYg_4RxLGjUcOX^~5U&>enwAC&ZMoFFqZ^qAGk|<;7s)PO>Bu0uOLjpA*$NovWVk z3Q;ztB{pQ@{pGa3{_lHGAO?J<1cV$o54E_IpMUUCTvamwZ6F5lq0x}N^Gg`Wqqa&v zIs!A!_-KGiLOynfqNKr*Rnx&%w)9N!<5^)tC_DpK#+{Ug?`ssumgr9T-)ekcQK*&ApEk4&WM6`0ca*e(}m z-g-ih{YG*6`zV*A12MI%QZqsAR{CSfLQ66{vkiLe_<%|ejxJ*Sc@* zw7|im+Of%;NX8__P`9y%CQ26KUA3(IMuS2XA5I&UW~aKDA@4mXp&b6FW-3b5g7atJ zTpOKG<#oDwh42^I!GC%YLw&-h46cZC7{Q+WyBMu|cw9^{NDjx@(AacHl>u9IWtEAr z?7gIpdh#SMZ@sk5OAx?7=KpXRh9t6ovU@;u{Z+r6Fh7Ix*Y@W8b<^fA&HTXogZoc^ zF&=Jofb&xT>FPN6F1=2eI2|N}g(}1+BGSMqB>&G8rvM+HAedhWobIn(X)gc<3(|rA z=b>|@!~Wj|KR<*I{9jCv|38?hAm4v6;s1{vL?HdW4g^(5m`^Z$P=^T+5)%E76`v4T z;NRZ(_(g^Pje#M;kbh(RLPGzx;}a4V_;+P|!eGAt!GQl;E}yV~z<7A3@tH(G^j{}Fm!hb z^1XQOz2EQL?>ygg{(xEUde&aG*WT}%wP$TMHCcIX7=$06t#pd1qyZns1Z8qY*x`$c zGV!RHSzEd@@d6kPCLS$c7fU7{88Z(v2WM+0adCW0CyOgW;r|#Q=i{NE>0#z!$;AKH zAbDpe4<^39U^O!j4@);ECV{I*d>%D7XLC(U4<;J4(N(6DrO_H;7` z9CKy)|2XE#SO4LaD+&MYMtNHYz;GrWc?ZBVvX;ds$BAG9Ym{)mv*<|UYIEMML1FKY zA}p-07q7`vZC!BiJ~r{G|VEa`yaN*XbF~ z`F`Z+?$t*{#r~lo@RV>f_*Yj#z`^kdW(5EDS@Q40M+x3Mw}a2{BuavRF)}g+AMd`t zeE#B`B51Xakx`^IfxPwm4BI}5=-#RL>u+z645N)Rktr;=%@PmMI2YGH#8vEUosggC zB_;SZeN$XcJV?GhUwMoZe9m6p-Wqi7eE!SlqC3Pq^+s>|o|iBc{F|`F?v8Hj%&6xQf+Y8=^Wa;fZNaZ2k6+CXdf)1P z9b()Y_Mr9PRO%*o2{tIu{cUhiP~r&D(r)=E>hV|a@t>n*r*S3y34M#x?rWQqTN@YX zY&c_r4osfMcWjyG>;jL_<8zlj9mD$Gg;LgRcBiiylw(u+)6gf<^9$R`NY2AAM5FWI z*&KzlBT+xUL4~4IU#@e$<>52`teb;A5_Z3jM9a4aSn?x?`4ZrpqPK#B8Q6^+QWZL$ zy_q#hIN$W;_uA3zoq2Tovd{N>gcscZZcWX0g~F~vT-PZD!*1WUmrw*n!urW?rC%nO z$8Rprwtt_sUiLEnKD)fQ*bY83e7v+C`*RUt^Zfcd9eLb}%l%)Y!GRZpx_%eq>j5Bn z#*+%`HjrZ3&$R`=%Zjb!%T@+8bUPtdPDHI;i5zAfvA5cWm&!_)G`K;tq5T(n|O zezIu4sDq{^$&Zl^L!tg_c%5K#H?CKGUrux;&!osCp6+tWy+djTc2n%K?LN{8nyu^T z*>O6(8y$xuRgw0~cc;z%FxwsTOn9>?1Lb0K0J_nfV{LD9g5X~E6On)W@+?CFS&;DC z%|gTDv%*%sBbbEmY=*o`k~6+y#x=pErdOV>{97Vlg8HmjJM3r3dS_G@?5rfD1ZQG5 zq^od0kpV2FAO>X>9zdyBH=KL}H^@7slFUech_%^zBsArc`IJA!_hraT?p`l4WL?X@ zC!Wnq^s&ST>}4{GM%!vm;POf$38wNVQQdW!pq)L)Nz8J+JHG>e)Qc_};ZH1wyuQJ8 zQ?8yu@r9St9&SH{u>qs}E~xI^?=?YjE$-Ep9%n4^$r@tYSV|=B-MozfR}eWdMOT~e z{9I;J9w*H?^D@|sL^Lnz2kFm`jz1UfcPTMVAd@2N;%^A8JW?h>3W{NDY&)oQ z%ic=e{PYY>w!UyzcM~L2;Q1_itcGlgV%P3Eu=esYlQf8c%2|LLHxPtL3p9BL4g=Ln!==UGJ zRhE@ResNf~!3sAD2iSu3t@HXbZRLf|Z4HCkzMI^>pEOGb=+%wfTAe!MZH2 z*V||1D6V}?f(f5S(zjbpJ0*M$;v6lri4#q@D~%NQDHSGtyM$<#6Wb>J7dQvwk7VB< zB}^WxMu8O=9NpkB58h;RF9WjDrR=;Ap|DC(x`0hL%zni0hJ?_xR(mMu#cf>4cCE?m>`-Z7)~W8Ih&w+d`tM z@$y00p8|g>-KGE9H89-pn79-BvxMF!?FBZ7*rTOegfS#&fair1akH;XI9EA6n>R!m0I z2mU3qA>*Ofi06~gC28DXVMYaKIRR(|uOA(}#+;!O+Q7;Gav;y5cG`YMc4qi1S)mDC zSGEkOtMY(_Vgt#rcA`(XJ`a{9 zvYFb(e(ulu5be%D*`5s=u_?#wFJ$6xI`6HI}m77D!d3CDv%h~(sH1$|@1Ru|C z%}}EGqi8ADWuNauzeTF4kKWbyzauA;fK0ZzjzO`a0c5n`DVu<^i=ve-vRR8eECa(m zWKYOQh#5U=i`v*HhuJ-d%*CI3CGBU&}s8eReb#1KV#iv9rR_q$&MbX}R~T zsMfW5C%!R)+Sqy-_JL}&tt4GI&J8Kj7X9#zg4r)gO8Njb^dfdj*v~~p41ZEcxFLQD zu#UNpOMXU#PL2*KH}oAg)HfOT5CkH8<~R%WQ{%_O+@ngT93I(d-g$wt!2L21mq*YF zp??!8HS|J9h$LB<;%qlDm@nH*M6r%9 za2jgXOHl4#C(I_4BQ$^XoVru-{a(UK=@OO9WgLqU;iv3iS`9B6fjl9*WKBaeT466h zHffrx;D;SltZUke7G1j-W_$prpF_bI8I+OO`7qiQ{{wO*&q;VUkG8|%)wQY54D`v@ zZ{1psAFic)bw43#JQS*;8s9rzbl@GIb7~5eUk{!O8l-FgfcuQN!(o~4#yX+QXISE0 zU6;Pwyw;j@7_GM&zAaYEdfPU460eyETGl!)+f1^2+7&?*8L^DPr@PA)!O7sqCSCMB z!HiN;V{g@QT2{QZjcq+2t2{!zw&eb56zCkIcHWj3c5VsK2%RNl`X=o11bPW z{7OE_p-drtC{$&eBu6MH*$gA$2<9feCw(By^T~`3L>CdQ?PxheooW^%VFXSHT~#AW z{0JYz01pMIj9bk2@D+|$+XW#ILKD)u;5!O{O0fi3(6hQNHIP+6JyaCE*=P3ndpHdU zgn3TDZR+M~7J&{oGoC$-IjgCMV&6cJZTB$aP?!1kEFO@ThO()TH)zSDzA~AG#4q&p z-Ct<88?%g%zDgAI={oE+-Y?ca3imACeNhgum~R(`X7Mq=s0#E{zy{QaFtxh1_LLGL znXUmf7X}5#j9tqPa~|C9T43UI>Et=JzwxtMbs%GjWKx1teOAo{ z`%q)hfs0|je!*Np71VfT#P3t#cJ4wVK8PT4zcUPSTr&>EB07ekq-t@IM4IJ-gjn4B z<<>64W*Btjy9bgWGAF5k46|J`R37^=Z6q0E0X#tO4bgqB%oQja(cwZgj*tbX-G?kx^uefWr|7hlxN2NV#m@HzL|Bv#s?Bj2XVp#qTH+u$zl>dh&Ymm-|&qQ z5)Xz&bhhKoFg!(OxCtPl;^|U1?D-HFbkrQ37hxL-n^k}a?CA>WMapS&XEY7yL4;M@ z7<5oDSEKLrBO-usBGHT8%0~pIa)XTIm?pHCf)DZ(`AIKe(-sDh8$Ts{M{cFSeJep2 zw%i*naEEW@XGbbG`%-{DOtc+5`AcP4jdKZJ3bw8ikw$z1#Ks5=M8%UnwL>FgsbpNj z)qZ8^s@7z{a_vQ=pCi38HuKhT}ET%N1PCAxWz7FARQzV9NtwQK?^tT z+ucKW$Y8z0XX;)&O98$xt16_=ixPvrNC`)8`&v7OGN7z`NAk??3^vATVqI=j7yxeMM8(cvMA*Gqb+Vj}1gM#9Z|BTul5?bo=v+-V|?Cnf9DvK<0_;Hrj?MzoP zi>#_ycL;?AM(*X@z*`&!5~+d!Jl^8>>nqDmn0sFYf3trnOj=o#=7LDo0@UHxWfD|a zs4OrNw`mf-?GAO(2heM)#PLr0|1PjD*tk#DP;wSs!lJtP#o0{?b{`{u#rEBv5w}dVEdBABNY)zaoub> z8J!i&)M12~ezRRI_mYN63IltaN^Pfn>q>W(NA|-N8O(f;7zdZI0kaJ4L>iMALdUxu z+t~(eF@2{R7DyFXQKpG<76{hy%jH?GFIy1Bt;PLiw66$gc?4W~IB6EW&kGr_@6%Pp zCSEUqXMv<=F{6@mwP_uQ7z+7*7Wjyp9_Rs-&8l*(GNq)WJumWuL=LW}-avXs!&0U9 zl2~4Ey)f5+fgkJas}7BFVuBCwZ7Q0jN+eHY>ar}c*+nmX8g{Xgx6EuMP+Ko1y)Dxub4dpCu?P<+!EgMwk{&&{R z`qP?u%a3Bl>-toJ9FKZVKI%FaWKHXBq`Fq=qN4Zn*Lycp5jDCVg)7O+`o+z>z&PS4 zwXGORo+@2Tdb8ap9+h1mh=0D`CY2Li&Km7~$&D*X&^*cB%|v##qn^``x^ct_+4}$= zfTaUu<$lM0)F1hpb}p8Tct!(g<993_EM&G!KwYS$dEWe6unWK&Z9GT(t~I(za0Gx& zVBQ3QvM#&2JtHPHr|sh9FYvjrh)O8r=Rl3^#dlL0&zi_PNmCxWCzc7Y~L( zI=_zMP!!M{%%>1sXmh<-D7rBC9m75g!!K?j=Q!eUUo{gyK7h2@RX{6*U^hE*6iTRE?K}jQjacl!T*=na5BC-(39J#>ks|_A%KKxp>Bax7mtc;NtX|&DkG1?KB*XwO}Hg%B)0>OqZhK0Wa(#fSRm!@o6xN8v2r!wS4< zK>lbvzwQgO3S?|^dj(>EK27b<1p{hhqX%)v$6aZMx8guibykzt};4LRo~S;IS>2I+m!rg)%c{AE8Z0dwuGN+n-h93 zMz-=o*p0JHk&nq#HJh%6J(1&P_G9hpJ$58xML0ih;)Ym(YJ_tXS(Td*T zg|x3DHWOK>3yZGc*dIUf&79kn>+yNwJGnz;D2y>|wy_}+1!4YQ)6A46+I^CDUGAj6 z=U&WhdTO=%LC^R@PcP~r54D8wnp0Cs%+7pu1--5hADJ;GeW#t0sKYOa)sY4?7am!| zR~hICsK@GPmi37AL4U%?dv0t}b+|G{k4ZN54-p#mUOwxJ2DhSf+cV;m)}kf+{U}=f zvLT%z=71OSHCCDVmn)ALIY+44`R-86G zC{D~c;)N&~uCR-^4a9OO8HRG(+PesR%LvJ218m<6hrWCFY$CZfEB5G7hSHk~G2330 z9S?D#h%refFmQq(L2CQhPO-{3M$V7z2x=Yt-ho|r)w6$UMe%{gA5+t1?oCB$K@yEI za(?|e;&u@k2O8yH2|Dg;S}kd7UXkcpPUriHeyv5u9^^i*A7F`RxpEAT=xtn;ZMmp> z%}C`5YC|)zb{m_CG*_ib#1FRw>-In72+oZ}*7pO-RS$VYQ=;^+keEGQuAW%f?Q%p0 zpSm$dB2{-@8LRjV224f@=oMw|Ni`==M{X0Un5el|#+SyVr=;&IVO4<|G95u??5=Mp zOa%muoR90H{*?aF`&Y3!PZvV}N$O81*;k6>+XP+B&J=Y{#(@7G(Iwm0lBsp@x@lYm zHu8pfTt!jq5YOc+CBqCy^wdytEp_etG7*v)`v5$z&G7jA{!+qGV*2R@3V4!@V^sa#CDU@Jv19;|M%98UZ&C1jt$lI@)83XY+pX7_ zQ?6I!c`7856;W>Rqqkn`q&=(pqq%?mky}eOh+_KD-M-$Mbk`AMl>~YPR_j7wYD;Lx ze_L0cCRf<;Lj+ocjh_kaCyxRwOK2(lSHaI5_48bdc2ljRqs|L=E#YfYr#~E8VqXTf1Is zGxp55y{rY)a4^wYxXlK)0NH0{t3MpJNOwy$LfyN`_^WW+a!Q9k2OdnJZ&I79jw-d` zO7S^0UVX?(8$KC>88|l44f=k}>%>X>_|d_-`fM+%%w{2sz4-7X27?ZiV`tg<$;nsq^OzNh%+iiDezOMPxm>f2v-Zte7-Y~)Bw}VW6ZLZURv|u_XTdi@`y2oxU zoqBTz)X9mYR?0{b69h8%Z3^F-STvZgyo84AVqVnEMZez$uERIb_K+|MVx`4(*!;8{ zXDeaPIJBk##86HiYg^Wkjwsp+PYc7@_0c-!g^V=od0YxI7)&Ww{y36;84_`K)l6ej zx$657N7lmZc)(wARlIMhKNAkPa0^YD8x$Tiyav1nNJ~DgSY$uT$A>K|M}>R}@(3u$ zy#lp=Xm^XLM1f(;ALA35&lHynI_Y~KVca49#9X~#s$iYtC*N2`0;%!2#IGVsv%dq9@*8v)#mT(a(kPELxN4fAPNvW%zK-{` z>AP&5w0WWA+nw4`A|}$v$vY|jG?`cG1i*5idDpy=zyv3fHro5v{3i2c!TlQBvQCX? zH6{m_^U{t75MTwiLA4wvaN3p%Gq{!`Sl8~Y(nrf8B26x3@Nfz=HAe=?Wv0a;h#bjX zLUuZ4n3nh?T&v4!B+_)C+U^~h*w8PXzsOzccnY~ak@T7JHA#n_(K2!-aIAf)W9YPQ zJY_198=xe!P`Dth@VSick2G=^?UIRPuk}0j32+0pK9M@V<80mi!*9l0zbWi*=*>SD z-{Lq-x^4y6_&ikq)-Zv+y5KoYIwf>~8m1J;WvW#UaftW8>Tk{fWuG2TIE)(#)QjNY zeYrInxtKq-nuuty)5RDy)CmsPdqZ6AEYKndVK;^Msm~iF=KtZ*mvk=J zG$)Xo#OU4tCyTp(F;l(<6iW!DRGLj}OGx;*mL}Z-*0%r)Y)Nin z)d#-VSL(l8EN9KXD!5b@+L0Sp`2(=5%8amUYp)V0RvCu#sBq>PAM4C1 zqqI-j!2#c!XPVuWsIjFdYs?z_054!eEcIXZ(GRHzZ*CcFbL*^l!*JM4U3X?o<=&@O zdgX{X|i?WZM$H=1T6kxw>P`M168`6}$`2F)@kI!b^$qXx_<}2RRbSQPBf2Ur z7&eJRkW+T4F{tG|fX6oh--y>?yxl?>3o<7)%sbZRvC?bO!~XO(xkY7;k?03=b}s87 z5mtSujH-94c?6p_vgU#RcY#WP8>cpsvwc91%efwbVbdp6y_MJzkDS3y@W8@NCNB0=CS7j5}YXp*5x_Zb>?w!7v!0*PKx$zD5>L@}SI9cn-1%HSF zxNy1n)OxDHYS(!TwSd5n(=?&QNIE{qI?JFf2vMI_p1=>lr#-C-Xn8}%qA7x(A6(ND z_s)(93{U-4R?YLK%FdfzID-?qL}rql7Pmpid&g64kDN!E1%W4$cvO|s*PdB|^uxrg z1-Jc|qt9BzzoJrGB__#~#cR)w+bsiGt*O3qSG)-beD9iQZtL_sKZgy2s}fL)hvwsiteuu9|3xjH`MR%E>#I`vuiJ zNoC2Wl1KxR!z>Q4&&<9CNb$_G6ZX-+Pu zI%<4AQ_mWsZKW{VpiO~BPU^hGY0P{mZDlBhpDqh)L5k&8C$RyGM;11-7)X{cIe9C| zP&>ZaCBq$n&?LE2ubgkNPYH&|J_x9Zq~_atEs2=9tVF~F5`6I(t)KLIejZXs#6(ed z+t=|)AIk9>&3+oU)D_S@bZ-+6pu4G99r5r*gX1-JxX^Qz!x?<*$?F=Zhp>s1#?nt5 zu(pCuFs#35w4f6iOO6$!37|H4P0r`^T9W#p8fJZ{$^_D7!`y2g^_2BXe+a|ocB1SG zj;+%&Tqp044|kV=1L(e>1L?lhbB-AE_tiVziq1sf>0{{t>$G5524ZfM+h5_Z#TGKw z`M#v%!{h-+PQ~g*zO6>*+w4=dp;^hfKWjnnT@n$cKXbO`Z8-oBS-nJ+tNS`n5^9{( z(k$$<#5qh7?j-|gt}frvlDcW8@JX+iU=I12-WfV-ZZFqqZ9H_ILEp&-YV#o1M)xJH zSem*`reXG)k7aK?944i5c~*2&IsjC7MHuXx~kfY%}oR``cK*V`W{fZeTnJaseZp5M5aYz7XFcTUeXyDAo1 zz_R(xq8SKx6O}EIqchXck-(}XxtO@Z?}6;p$Kgv7dWv(FTgpW!9t^C0L`*=X5>?Uu zYsgBXa7%gD%>-T_WgcQYQrYUD8igD7F?6eaZWKwN?08M>_$T;Ix82 z?>WOZo$PbR^KZ|0g)qJ+SvN{We?{*@=0f!H-c`j+pP`|#z;sM5+C?T0CP{ zn-S^hzu#=2yZ(X(bQ%6*pv#xR3J;p6!AKZLdw*!T#q?`E7}~OOj%a(oZ~2+L!wFv6 zEDq$r&VzSLe>K+{tWVO_ogHxn_;23ntN)H;?xx=AZF3lU5^Em_Z3%8a7r`G_4uoQp zSR;gQ$;kRqb_zk15b)`U@h2`y* zdd63BSgpncL;6IFjy0Z4-g0xDz2%nWyK&f=^-J(&Mua$5h8eJEj&mbT_Z)#>WQ8pa zq-E}!i2#d~La~qdp1#drgOY}=Q2fAH*U4Mtj=NLq%XGEeOfa{sQIMe|{xLTbS)6#f zGHu;0nCvmkdy>2}%rF$({2laI65_CGW;4gOP25-iK5|i?uXH1pEn7JhEFa5Q_H4g{ zG8U(VD+q*{5(SQ6Ol|bN7o2ESs`M(`^rd6mwFs=>Yf*PUIVow4r1K(T@?*daRsnXD zqu)3XJvA}lo5CLBjX3Tt8Xb@)`7?}$613^xD@B4)ttsy#*nfPlY*!`JMER%!$7&iK zYg(1dc`;W)R=O(q!eafPZA)#Wk@vSAoK5_Z{i4F2B~n2k15srPj|z!jtJ=+TD`Sq3 z$T>wR&nOeYuo^PR*d1m2VhYV*T3p34$`%uD_ZB)<2_OiZ*(136-W6%6rb6Ckm4haKWY7Gb;79c1=ptSl-;Tp3xZ_20%o zD)`i#X(zi`KgBI|fT z@7D(nm8yj>wyhwB-Zt(BD)q}@%y&@A%KjP|F5UPYVx8!R38heM8Wjey`);0#eS^aP z>6o@%*82}(+zvEmU|DnTC2kfK)CrXTN#`{d(aaNom`whGM^GZ!eK>NgyE$)5z{#!? zX(&JT`4-2To3A{;7`Nk`km9Aae1X&_ zSBIqiWv{ka9|-`-=L16T`k7uyt_OXng)nvFId^ZCB{&kCW9mVd*jNB$+Y4cFMJwiV zWlLe~$1$fkk3Z^d*--6=8=?bRUb6#ka4*RiZ1x(AB-7lI=eitAbL4}wjWqV;==52` zJ_f=4)uD@4sDhlLUmS`Z^L6<43pHJ|ifBaL1edG7*hZRLjp3&NkEVENBTyv&@iPhA zc#<;4-SJV3wIr1H@%o|{P(|roertqaF4684f+#cXbD^_qLrvq+PE~~p#e+om;&>X- z-F?2xI7KtOkf0J+8ePH#GnHXYK-!K<0woU?U{$Blb6R!nYrS@_GcM!6my3^fr|tO$ z;^74H&vz^|xMxw?y$-7amC>MmcJDOWt9u5c#yJG9<#f=2A4tzVlF>&cMT z@N0RMyzBP+h8VQ-FwybDf_Fj6m8WHx#j4ZHWuVYcz5c^^_iX4^x+@GmHAop8z!j)f z?rXf^mB$~E@5@fzDz_g{W1Sd)ov%anrc3QlBbSXc{&hv z5P4;5hqr}Z%Jmc6I=NW8kkNuVWbCZ8ySypmBk7AY*Ih%)rChXc@hsrpSdQXDg_v|i zl_3{G4-p`AHETNNZ0BR&Iycf>s|*hwfJqsEIU6rKFu$~}GYsu_a@`Ab|7O@OaY4Nf z&0Z~EWDDv=opAd_GAiSvooT3BQ&ERrP9&|C@C#~m`?=bvAwldkV)Gq~mj&M+?n{CS zA{v4tPBfrK?Tl-aM+cCOrP?79`NNQYM?9g(@X42qx7$)K$?H5uO4eiDk(-6sqnXk_rZB3r2I=`D-PpIZ; ztL0`b&|?v+3x|)@hBuAz45&b+som5K_o7V8`s#Ble9t@Yp{#;a5{z8fYvmGfeK9rp zfi$&_%%^U7&bB5o$BxW&GJ~V{QAp=W>3dLLFa(>6;!R&(dRUehqg?My5Z#8L_YV(P zu7$CtW2)6GYhmwQCc%5MFJiu`w7?eTfxqtlENP)}%*%GR%~*YE)Mgcv#@80$9r3E9 zW_uH+?M_n{$IMgSKFdFfaWwz(0<;wy#~dEJgt(sE=$2#vK?62iX!t8au=naoxASh= zCRiq5(ie(LmAz}bJ}LlM;TJXvrSeqWmU>@Xz<&8;_8a`0y{IP;SrC?>tEQ4263}xY zSvXH__gcDOze_y3h5fyYCOmJKwuvD|8O2`S!)N0?-WbGH^Im`_rGsgDbRMNsl_+JrQfQFG@i3}E!ojtyO4J)*3j0b-K!J6XM7CtNz>?gy z#V(zf07Q^z6SMwv)v)~vc{)J}e0xZ0Rn^a2(wP z9HDNuDOM2T1(-mvy9T8UQBlR#j9S%)y%ga-;0epAyhrT!L18 z8Rk!S`3ARXA2lMG6-{>`Gn%5QjMHN+%vG+BDX+&{ObFv3Gs38PFxxfOM8*Qr8_2Ca z6UD7^l~K{mG=c)PZ{S&xUcX66!5 z^+1uj(3_iJR;H3r8QYnyiu2@7N^pn8#Qjwzc)Og3x|&hfY2lV7JdAoYJe^+XJYmPs zW7y=Q>94Dfq5tY~0idhym_OYwe*iuxOys{iivG0gTwx7??wkLnyz2A$Hw`s>P@$_f zod4;j5ld2bx(OqcITjCxkbXWJ&)I+fupwh6c=7?;Y7G52wVYjAgNnW;!%P0;u;A4l zm#XZ&#}0#5RzD4L)1wztmWQYiTe$(_eey>757292R*&jd)I~rzf~v)DO1Sc;AwI;T z_j3%7$RwJE-ZFd_fZz#v=;m3n^P3m{3jXSUj^zDmr()!wQR2@iYAmb0vVx-!ea}1{ zw2YO)TYb`QV-S_>mC{qCr~6a!QZe^&QQGq=yc2GVJb&BWord0|fSI4%9wR&Tcd0P2X20))}8He7apGIzDvFXfW!* z_z$!6pDkYhzh)+0KG@%UFYrtx=@v6#uWz_GR2w`g+4|u_t>D;ca6?k&)0aEU-QOtg zX8L5ZuvA)gO&VA*S^d;hLAM@NlTZ{N|75tA5=&qfk?8WH6zh}|54!Y99n{0w7Ced3 zHzplxSNWk!Z4H^cZEl;@DbnqPG@_`A^DO(Isiy#aM;PW&+mXWLuJ!()JDzuGML6+6 zPVDy4B$t;+5b-*JU>q~m@(G7usNjp-4d3k>v~E(DM$;z@a*Zo&OmukEKhzOhS&LyN z&0Zc1H4n+%rC&)wD46?KISNQ$sg-`pd#j=DQY8LirSwhkq6wV)AN=)io4vdo0*BH=tcta~gj4Du!1R@<}XH(#-TF@W#gE_mV-y5@vcF3kSBTSGhSnEE5fO1arnSmp4#N`Z#v)J@bU;t|@k0A8dS#l?PNiK-}IG-1%kc$u!QWt@LAs zRL4Xjxj}9M=~0KIQ{E7q0C0waC)PHBc;^_R^fCInMKN$3%U5WqSCG@{SLRDQU z<|dS|ahd8&lG!-9>4QwB%<|=E4{^B2Exd}P$Kq>kF4s znJJzUdeRdcyl+R@BRb{{hDGD1oPNn$S>6vLO0bZg0zZ#pTEFoT%#|W2NWrT=aC4KW zo5;X)w1`eUHk32v2cAc+PG@o7&reG~yo6-9_kI=z?w;A`q??8hD{IW_eJ_cv@4qbc9X8KCCNTfSBKi+nUiG^E8!h?x z|GrhqX(&6%!f+>BHC;j!=h9#9R~KKsr3_!IjP(D+Gj;Ik)hw{+sjO#XVI56*7I;sl zwBVfIjrCr^i4xvzuhfJtd*#x&jl@FAHxs+qsss6gaVmqut>OIsT=o8*FCt$^-{nv> zeDwcLJig-xS8Ui$>1U?zy;KX~vYd9qXOl7<^4=huCAnK3${A`_X%Bg^Y03Nj@+^`X zz8!ds=z=__E?sVEBfeJnfuj2M7n+GJL3W#K+6}Qv?Rk5CPF}eVdD^R|^w;=^p>Cg} z*bMKs49{Fk3p84hi;KD7lvLN3JpVG{)iwj`R&=3Wx&zd&MbViq%EFi%k}=KmV80!< zu_Yee@~Brkc%BUwJWcI66HCj|$++HS*NBZRI?77&3ez@MMMICQ<=o_v-(!UzF((;( z6$zdH`j)`}3m2-IcVwxm*PY#BoXg^YAFYFwH^MsqVRo*%lK;)@2=V?chWL2v)SzmW z{MX4NsPE%1S>3^BkAO?I6h+rdLqLjzojun-5k9YG%LMdgguO=Lw0fWYHjAvOW0eao4-`+2?hRARX>bT+Cb9E) zrm*R2&O8c8>m>G#Sah-wWaE(INv>o&9>U)Zj9#KVo*qg2B*UL>BN9Zw$5Bjo_nWfd zD;ExmhPP84d}l>ph8Z_`a-zQ1`$4%tZb8Hy|GUtoGG=>Czo zdP@6DD-kK16Y9aV82m0?Cc6_~hs>QELaqoS*N}rWC;?nSEk1iA&upY+?N;1jfyVwe zNlMN}>3qcc^&8T(R{x;dzs<%3{=UQT304C^4CRO7B*{lerX@y8$1sBwuXXkqk5) zwf8nf@AXf8Tzw&2ECesp=pix$=1@n3!+TRJ#2pKLCKyu#FY4>Hj8_yl|6gtR{(X}0 zza}X`nfMknuIzDEZv5vi#${LD)o}OA&F9%p6y{>#S|RnJ@5CVXH?yf2nQ3Zw>x$Ci z<@Ck1{4{h(x_?HNVtSdU-g51PDseMOG){Tb)k7oYv4NIXZ)CVu&4$Nmb?OAU(1N#Rcqd+W3Hhc*gkoWn z4)e%%CT~TZfc32}8u{%D?-yLVLnS)$KM-`C)>c(4ez}{#phv~>PWCe|x^sm#ZD6a? z$}lL+_H%+ySQh6G?k>IC8g$dbn=!}le7Qf~iE7SFi^0FE6HOf?wfj~fF7ODfrN=b9 zNw4IBj8;p0?iDhjNGRgZ<)zMe!1oYFu`)p?HzgIqmXslaZtysmJsGNc`+E#2)cS~H z)zCoS{Hr+KW(tOjchyhtz+?YM*9!vv?cDR_5khi)%eW*APT7P=L~f?Kj!&ITGEqOQ zi+P_or-KIX$(bl+YXTd^-IOo0#6<6cO&Ic!S%Nb+mU1N=sc?wrKXn+_hfqBM*(V)e zFH%_vS-q^-t!Wt@WxTuj9P1Zc5=c4ssrZS$&u_Pv?wWxE#gp z!MQ^eE9qe{{}%a%iA%R>F|ov^W0nsVI(s`Zh;!6YZ$VOvNy%JI;GNg5-vPszYX)9l z@{dYFt5TA4B>U6~dJaZoT{mj^opi&fLM&6NyAf1jf=7gQTp?`3o!il5P*vD|XhW}b zZy|-j$QAMc#8XOta42{aq;6ZfC#m@P!inV2{bTa1kMi;W^*5}4fA?OymMQx6sFS4N z$oy_)A8_qb^8XOb>BF1bZIW6NizdqxSTI{W&`2ZMEwrxO~gtxUvnKSyuiqARcKKEG(_ z3Q=x9HU74c&cS9*5xEz#c27g_@jKEQtqr&0m`~HMIbEm@&WB~THgDIkh|d0l+5a}@ z5cs>*d;-8`tu|DnH6*|*s0|gk^^vGwg-V04{^tf9mxA?8$8AkKvyk`hq#W+3t3A?P zoh0EOr2pFt1GwqrKdUBuHT)WYe8Fqv1y=I-1^1W!XUDd*vB0-lbfM9I#jdA!jpn}9 zk{WYH1U-pj zKP9=Nh+6#zHAgQ$lr;68-fs4W{Qd{4{%yj*3;VmL1=K}|Z!!~Z98>+4WJU7$Jj;F9 z|GTvxIjqCb29KytVb0vsNG@bv)D-v2gk&{LjrQ5`FQ-*=yFW+OHu01teU7$@deLT^ zfx7-m^t#OGaG|;kh+*h^zUITqsaxVPbxtJH<~1Sdwam-WOo)dxTvGi-aun2#gAd*d zv;vvbO#0^Z7tMT38aU+6bsb^)(UsAiRIz9Ghdroxzn2K~g7GNi?unkp7mQG>8}NVS zCI5~gE491X^!Nh$^x8EF*WMczZ=R%lTIh7HI{0))_w4ueHws#5|F3@ltN(A#DQ)I% z`R8UJ9%)r|by*!wSxY-J9ZyX&CwJh6AsaKdtGj`KYkU6dsvkKg;L4n*34MT8b?IAtxoHrM9nwa0o*;D7k`Iu2nsr!|Wqm8N7d zsN;84y?f{=9{J|XmBBX|);ijqlr@q0ehTwjNA1rPnErO=ZzRr;h<;Zd=Kdcb`LAnOykO<9X705rY@xjMN$Io-g;s`Ts7fv1 zz$fR4Z+#Y98;Ji;kPPz{xCE{-fWyaHxH}Y3mYbs1Gv~%`Zk9m z3IP{NX-nJ>JjQ)yAYj}#$G#3n%9fLEjjFl6&o7L-0x;cmc`+Hlbf2e~e-9iJ_%ZVE05?_D3MLj`PGh1O0+l zWqbKQ)A)9Re89Ah8gCl~B}%VSSzkSFtK>5^W+k)0xPlx43%ms{S(zb+&G3qH!An+9OH(|WbG|QlS<>2K!5`jIkPoNpWqFR|Fdy@{=*`BQ zUf3u@4uRkDceY#RT)B|V1$+pat}eu z@gg~052TCrLh*v#G$YuQwlMe#J{^NUkJszkRlToTDP8*Euth+GKn#^XHw}-z^gq>q aRya63Os8(uc5;-AF0+uldiCv3cgbI_iLej= literal 0 HcmV?d00001 diff --git a/out_f_gini_profit.pdf b/out_f_gini_profit.pdf index 7a90939ec39a904d26d056e7015f70b83be3ee1c..dc808f4f21784987c9cb7a4e389be2ca80e821f0 100644 GIT binary patch delta 14065 zcmZvD2Ut@}@bA5fBE>=nrKm^=J=BD%C?Fj|=mDhn-s`b}bfg!Ppg`zVx-_Yg(4-?( z2oR|fkS6WL`@ZkJ|GW3)`;yGg{&r?|cF)Po>`6h}-_MKwu1xtGP_Gc|^+XW}hMOP6 zzgo8JO4OX*eV_T@5mhn*2U&9Y6S+Q#Jjx`FSB zheIvUv-Tf;VG}2By~sWslCu#X0iPZ5{2_iJ6d?k=Ds%D)o|`itvITCvX;C=BS9mg< zpW(BKK>ehJE5yJt`y>o;GCn7?GF*=^% zgKYU%?r|@@W#rXoHp13ec+a+3V)wjd5?}}3Cu_P5fHOUk>0-iMEBIP!*iW*-z0ZSGP`G@Q`4v&gojz_Z`dkle?djEq4$t@(R1dk&_MRS@E6mIXw`}eu zhh30K3oTaRBhXmgwqV+mLoF+X0PCZRO#w3CLfmgQ!FA?vt4km_>`*rTCmJAUOqrjK zP{j>$619=!23cj+j~sHB^4k2_3I0RY;?x5{E(1gV^ra!$0CIm@mjw>i$-_ZB1nij| z@bRY1&GrR_1pKT5vBAu+?4%Jmlx-ze_63Ufe?0L;jsG)LMXB-?1!jrSs_OTAARJf@ zM7Ax_9BzocWYGY!v$xhy4zoW2zuPVjW)?0EZUU!Rh4X`p(>{w`_z~e^DLd>!`7lsjXRso0u5x;^OC0+Z}z|Jr$n-} zaw8Sv<&RWk@W|m_5wNSF@WA)*ichW?_bBbQJ`o?jZ|HA$)@|A8KeyxhbjVyell-%S zVUMmd_5gr-ToDQz`w+ky?&)T?!@sLFx-1b~?`OwXM(gGV-3j%(vP+h~Pf=S`CDJ-~4*3FmoqS zcIUbU+hL1!d>Ng;Jb42$zA6+#v+5EVoG{cnUIx@g9S#jkZ~uHr3F$IH(m{49lHx3eR+9LR$0ct+_RC=N@0f>rIa&=U28BmieAT&3mLVa#_bnd%6Gg{ zi-iKaUD+V(cINiyS5z#&zg{aD&{le_cU5cID6pHWgoho+CbrDv((o*}9i-gGUuEaBYt~!3~_0HH=6u0%J8!gFi zH7r`8teyFPPH9ue-rqF7;r6P^FVT9nS<76cfc)iv=XKUAdkk%6)UvXf4BDLy2JyOc zw*(elZdF;Sc0J2r?F^!iJxujSh{bBNz8US67v>MZQ|eS+EepX)%4Nj06JHM z@s}4NtiHMCq4Kvfs)!3)5Ty0J4*jNEa zY|rdh>-&7DNhdE^9b3F5t0AH;IvDEyJ4)pjb^N1wf0sqZ_;0}+sn+({3D@fy=oDnm z!>xs6`BtAZ32#P;*pR6dM#sz=#HwPxPbA{=vza+vceQk%bA_!iFHKz@@3WB+(5@{%Ys-Gc+rJaQ>mFR;+<8>$MdWRGWz>DrjL&FM=@t(uW4+w$ z+XMI3NhurLiSA^|Wt{X{L3mc(`7Aq91sA2vu#aLn?Ql>yOf`Ic_-YT@Iz+uNc-)xL z$)6+dCW7?7*$k##9DDsuXq8i*o$Zig7~27Myyx~gOTIuPLBnlb z3VsQ?(ivoarGE)>9A_En{lo%@WMq!`p6K3CNo)~`!Mg}W+#4jOSe~h5^f^$pkJIc? z*?D$VqdX%$`E#4_qaZ^EZN4$?KyvMRu_9zl96wx6M64-r3VZ&jaQ=)P?-kk=_wm?qtqmoGBy1=(D;=az#KAY8>F`L z%nj?QcHh_cL>JW;MZrq|LgZ3d?7X}`D0a{kl@SBVsh9&_#RvNJq@@n+pSg-?Cy4qd zD_7kgdvw{P(QpnMk~jG3&b8Ry)@QNbUu>8iyUy)p(_+u}H@$RrOGB!Yp`ZkZ`&B0lGx;Al!;tin;@b5?LK&se~c! zHav=5q5u0<`L9_qpx(9r;rVi0PbYZ#<;|W1);Fn%l2XicoXuE4W-29!{+dEyEY-y~ zLhcI!*}b*#iYwMfOMyRT-{MVs?5<^>MyX!z^l!hmRTWlye9a|;k|5PiA8SS&_A7{d zEMm8lr@svW&2jf64H%u6h$y=gv>(aJkXe9PtI*qbl=Zx$f#>W^v7&7h+f$*5Fn<|k zNWvPsrDz32tK@?B?C2z+E%fZo^62^Ws_5%4*VOm1vsMXlqre3wmd>Bcs5=mygG?#* zc4Fc#4tSY9$-MS5|Wh&tpHAK^r?DvU&Nyt;1kn%WA5Ebv=WV5AR+|eQ|5zz5tLJXcAD&^Thd%VEgRjm|#&MU^mK~0vv`AOVl3Jled)UV#B=g zJYJSvp>vhx{>mSpyxSXy<8dR$G0X_mk{}9Z*9xnknWk=4+7U|fi(P}#b#IN9vSSNg zE^+_uUo+^=MTu+VIBr(7Cjpbxh=vuA$|+~K9g1*-ANZcf>y zyanC=fK;G$a^p*YMrbGsA|Al;A$1n+w738gqU0J!yhjTOQSf@HjzVQ^k3IUeXgRHu zamBC=*3Epx!ikqm_{ggAk{OSmn`*>WZiAjp;Dw*L<{0 z9Z_UqqzEU!M7KcX{_y(U>yC3@gjkv+IR?T&Ke%G;(XEV3gf6(Yq0c7<0n%y3AtJwS(CP%sNcM_3$*jC=c za0SZfo7BpC>@%xy9V+cB;pEJBbOn}$4Rr>U9u1KHmHWMxmlt33zH(r}PXJc(((9a; z_XhS=!qDlgkJ@qua*6OXRZSMS!TzQ3gMQJnEN0|8YR1YE_J^c>EFv#a0{240DCk%j zd#ul0ieSBgY8YG;MRv0q7Xg$SK!F{$x_av$aKzQC`cOql3|tfqivlZl-)glTwN7O` z$D}g9_}nK3++U`OX$u`V=X{r5$Pt98YmrsbP_I|`Fz~(B8}^%<6?r9 z)hz`1L`5JCJJ!bN0o~1jd78|p+}H%0j{5KSLj;m~iJX}Y!d(&0=i6LKy&h`$JYM_M(}F9oOH^hF0fnT+AuVhNM0P%FtR_sHk3d= zU;~lR!|XtC#eceUh@Zt8oVYuSG8>HBf6G=m{6nrNV5!xW#8^Vb>A2xfEQr<#0o>Sn zhaAtYc%aAheimziLr06uiQm<*C&|Nriuhs)A^_rc@hg%WYmq~d{UU&K$%;lZUQe9J zli*C1m80qyo&W0C?d;k`N>1+%XO;)Gtc>B0X>rYXj`1gQs@me&@o*AdB)(xTOhc==wFO>K4me4JCrst_H` zBVJi26pgFm$fk(Ii zK0f5_o{-bKn0V4{gRgx1i0{K~B^Xp&)pz9KT?f?UqX(&bDR3sYeFtEYMwTmePXz{^ zi!MqQ_J>F4>6$@Qd&Uy0e(~~QiwY@)$r(Q#XXX?l?a}nyz{U0nc6CWzYEvQ)1qC;60v|uvlr6rFzrA17P6pZhX;8TmU8Cji1TJ zyTVNH9(|pG%KSK~N45yEan%K{J2n#V9wl8@FuI#9i7$x_tNLO0 zbLJgJ6rDwRIpUj6)f;+ETZA~nCDGYv8dI-f(j@dGOrn7a(;ww3dQdIR@yuDKL1V$x zr4)GFLebEU23zVP94^Mzfb#84^g>2cHd~%8OtOLq+VS*?fIu>rX!QdXT;S?c&$`%%`cLgt1y6gEmTt+JpcI;lhD8MwOTa%{Q*Y_s zuZb=As`%x#rxCt5>Z=!8u>|Fv(_CE!bAW1pPy#g%KWaw&A@%LdjGasV05)t|Y5jKh zq$9t22`O$YJ^!{8T=W&Tt?1mTLy@?q2&f-%)*MYCPdSB|Oa}EFh6_AiUOT@g*m=K3 zgw3F|Z%;jHNc0p_eYM&-;iCp?37ee1)@f?Za&%WCz zf1CZ4|HbPxQlNCm*V=WX?@5{^jd83}ytk=R+9JL2oz5JSrMsYy)b@37NQa0}(qF*1 zeNq>(JYOiJNknKhpR5Gwb29OcrwqgO?uc#ucFIr5&j6;21XiWMV6Gz?z5c_`vE~Gu27Nf zLyE92dLC`+Qm)H5B4<7>qv_%cNL_5j$oqZeVkjZogvcU!y7!e+C=SS0$3q{2`@Pe2<1DP+$%@*}ZJ>N9`1<@~ ziF?tPoRrDZZtd&P>7_2-d{Y=zl*gA}IkL5fRbtSi(AOXu_GQ8ytkyrI(S}=E%<~_x zXIVw_Q%PPj|5zZResH^UL2#tvqm8yh+U9k6gG6^eu3$BZ;OLK5^5p;A^|6-w9g3LBu*#XPHui>to83kb@+$|ivhSBa1o@{g=?^A zgGtFvQS?Ve8ofa-|Mh39JHwNoNi#>|QnjWNh_M&eiw5&D1Zh|_Kj%n-HWy&LSMf6Qk=92!sq1QK2zRG+<)MNYbY#g{0pi3 zB;O6!@TI8z46s0nmG*-0LIuj9+GyI+M!i#_%clE&aI})fqW0bIH?+&Ga1AzE;EU^Y zzngiopcn+zQHGt55?>p`4omta`BOwUt1Y4kFnK|f2r`KqSO3D;<&z34boAH<>Zu^`s|fc~m=JM4C`-p2x@`rjOff0v@e0uTOpXz6Eq zEs*xdcGzd^B}?TD;UTma`bx-b`BHhrQqm=Pg7IhUSJw?LV z404J4jMCTLi{u$oU0dtlW-BRsDSF8FR2>Un+|-~evmeVUz2jzQxMtJ>aG?47#VKzQ zpaNt8a_M&1oC2~CDO&Co-H4eCwE*B+EJH5*6M*}^R!5QxKR(H|yU*he#Xubl=|y?7 z`|~K%FHb$?wlTQ<=b-rog}D^Gik8GF-Bp9wZ51sL12nv;xXIgh9 zWidtXnsI%#u&RNYlBQ>9##TE*lSNCSb|@sWkcv*i)@U5w)M;FXr{l8?0jLu;P)hf2 z_jx!8Jdw|M*;8CaUC?8tspOjYiQ9?t$V>y(oM-xAJj1D@i%G5(E};pgSxYR=qAqY+ z%9^@w10T0BirF%Y9Gs9O$6v30nlb|pDR#9}b#6pi3f6aq z)bC4N$5rCEWq*PV8(e6SSNu_`s)?ON4E_;%Qm&iIx7OZRy-RU&WJ7P1p%vnRco#nZ z7BjZZ!9wVsGi`5Oien?~VILc~Uu0b#Zvdeg0<$jf13J2zk$t!DTk1sA z2wXFRo4ihH?^=Qr?5L2N(V$Mw?gFlV&B&aBFK3;A#VuZu=HK*E?KhziHzj6A&-Z|l^S)U&s6j7~n zGkrNWTcuV@n-tfr0Z;lE-#i`8GYWbS-km11VzvH3Ot!+-+`20+d&kj?S4%~}HnUyT@9|8x^_uvn%&ZY%N^ogyc0K}DD%ca3s7vj>=Sc+~ZE_J?6|5;wF2%t=lRu^)no3Ed8ljw%aok6s5GfzaJzyrFr@6WobA3PL1P1KNG?%qxt zK3q%GpaMue-LzO0q`k=>gBs#mn1uwnf~bHeboGua>dzw`NXctf!*#6L@lt|=mrxGH z-b{orQ{3niaj5oijo65swP|rqZ(uZc&`&nNTX00LJcojgzo4{`gJyVHR%z64@XHB8 zDS3}xbN1`AnLAPNwM_aLyQTPuD!ZLAjX^y?%yp`4TuwQa6r(3NEbTvhZjmOb8^JLk z9%E4Tc91G9?N7oHz%Lc1@jxh4HUEl2QqaE$Esp1yiR{$2D8qZz~NI|*aXD-o=o~j z_%4f9ZI}L~rp~7l8r8t^k-7l*RlfP8S?XZ`31qOOMdrPQa{d*Wb3Dq=p7b>Ex2V!= zzSUdodo8_X$UFHe4t;120U;SmTdbMwp`SoA?l!Wg>R1=D6n&@7-x=J4zLWg2`s95NEe3Yb14hvL3le&V(PD_MYV+)IT6X6XLv%AtA$A> z=t=3?SQg8Lv0eyJ`AP*joxKu!IJUqhtd>8ccxDB#XfxHXC0@4@e4pghLwDm>+D{)b zT^)h^c1gzrn#qG@)mk~|{aN{mgJlY_nWB%yp~cRserg$)q9uG<`p7A^1!($65K6O44w>hr?sfn&ht=Q1W8Fp^*{|)-q-fLE{I@ks}_G z1Q-xOIHJ*Mz%cLR3T*YVDNq(KTDfs$bw<4uMN$@fM|C}+InvdM=eROX5Wc8ye0q6> z1h1A|`!w-ern4w}3Xfzdi3#;W?m9~5w``j~xu1-dXCjE$>2fR9#IF=OZL}O z|5TT%e%uURY+Z#wnU1@ViDfE=cB$GxPubB8YzdYx8(9$2QB(zLZ}kKDqj#f*J>&WX zQ?;WpNAV@+fu`?ETlDxa{tW?y)7cvO%VdOb=e>D$EG%6e~LF;AVc{VuK;jVuVt5`3+`>{k2-KrzY*oCh`Ec{HB9 z2iJDtskiWt&no1>=b*33b$^S;9JwuK;%mTl&b|WcjwG^6$iT&qz7dv*w?T~2`Il@i z)D`m(iqJb`92NsY`f^b1{VuEgy&L!8av;NfaXrf1gpw?tP7qq?fCl9IBp)8lLja+7 zn(;!v>PKYo(>cgS0ITvkewXl3+aJ#j?_3G~B|g3@Log1*8q&E<`2kPdU}+0b?K5$s1OGO%NBhZp zW7;7Wy`L3Sz9H6m2=jTYdi|((%bK|4g0PN|IEL!&62MEy75B}NGGW^EofjVTerKE* zo7%`;_}mM9DLTFKWBN!RsRGvTxg_>xWz$U<4b>XNXhJR2!F5KMHrN~5bL zW*t>A0Bw~{vhPW<+}F9ruWlBzcEj(}RL=UBep>F&4*aWjs+Cz>Pvq-Y!PO6pW}-L( zS~pBI>`9b$H=py%WY~avhjpl)rn_2}xg$4#_)uh`Amt7{}!%8=ZW#C*3(KI9oBg3>MFBZhcS6Dh6g7abrD^0liu`@Ib z9!{xb&USQeN_kzzR(dek2k|KNgnLe?t}7*a()DMEX&DxMUmtrcKzCkx>637#PfJUu z8%%?BE4|OrO8+yGT%ZV4WD7{34ilcB$A2j)fh6QLEYFodAWh6z?#OqHvTBAOz5BIi zc0$>{^g!XNxLK%-9Spf5&Lx2vJ3g44%t>J{Wa}2zGTr+tbM%3@cUA^xu=0>ruOqA& zs(G3C1pyN*06DITGZa6s5`=0h)`pbtlxY%L(}q~;cA>~YQ+u9HVB}kryW4F1kNpx9 zD#dxvvwyDk&E8ki6A+jRy2JCM+n)4m8#ajF(w-Hjt+<1{ie#@|=Z=oowbc_66{HKB zOLDD;x~U>ib5KvvtlCqfIqm6q(jHtr_Bq%SRbt|Wb}HI&b2~Jnsa-~7CG45S;KNWE zk{nV(16cmPONS0XV)+0zuE3;NtfP3i3o(|ory^L@$@2IBqVb7T=S=52S+OA0`S^Lc zkOr9UMlgL`#dp+(+%WX5DeS1;g)YM6u@SIMFkaj!=*)oAF5UMy2!pHm)&^{={c+xD?T%qWL%p>BKxI; z>;Jk{W&^3ES6wibEuRjn9gX35p7lDJG&peOyQi577aEA7O`?9j+%yf`SYJle zz$`1m{e(!br#{2x>hYx{v8jEJ7G#6f#PA(QVY5anz3a*T8$}#W{6DSU~e!O zHv%OXOJgTh)Aw3*8;PW)h*a2yITa!Gid}J4IhHrd)c@F`c^twK(mdQbopL8#az(@U z`{Tpk?b9h#jP2r0a=+x}H8>;wDPV67%6phX@_C?6i`qf-wyZgW0XznLq|!}Z1D(?( zDj-n{=b1K4JiKzy91LWpcp=MhAj&~8q31PxhAw3|f*VBiU5$R@vn_J{zOcz!V+G#! zBFs_AARE{@C}l|_p<}e}-ji=>zj(3JG?cmcK37K--gZ#cv<79I+xmS{{?=7oIumDc zS>K99E6R7kLf-meWVa~tc8Q4Ae0{CPP^Bb4)(N(N`$g@n0`S)5IjCo%b)5|c(GNYT zoej{CV8z7vj0fa=)EIKW3AAbu2OsNZ+8!kupU(R>OYlpT4&aCa z^)sH1^xWeL z?%=cE_;kk;pyuA^w)ts!uG%_nd!MMoa&4)aeC=x~L&tQv5}|6O5c6nnK~~uHcgoi+ z`R-5kHd5DHD+q#36x#6ST$nyw(Uo*~AqqMq1@P* zSjD_(+h5X?Zd!wSDxT%o{yQx4Il0J!cqQS?ih7aiwNp}+#SEiZwFf!f?EnPf-8U!1#t;qV)tI&_D`Gl+eq2bwp z`*FNmXz?H69h{!yg3_Og>GNJr1yN3_k|i4*=ctUGISfcv&(EA6ycl-uC$YTZ<8u+B>$(M3PD z&Jn}9q$%A~TWm7yWQs}fLIaA?!l9pC4(;-g1xZU4>03^&t`csD6gbM#EY1d^3meo^ z_2j@VezcQ;YJ8rKK0ozt`m4sr2)Kp-rOSeJfMRCLbr6qCOy{6S|@yXMl511GSdYf_25q zX+SHdi7?mJrNAeHkxxMc5N68pb+|xD3hDI9={G7&DfBIgJL1$#OjD}1aF%eB#f){! zbVw(qtCPS0M(fLmw)E_a?40y3+pfSbk{3(c? zTDa=Box~ z@vk7Z+E>9Ml+?lMg|%UZqnI>OvJN`f;NUdpC@{eVIu*g}7>*VlwIlS^%{HNk9E%7i z5TOVo!iL;08Ln{v5faj@lD`Jk)6)ssLTc&p0m`|$yD8?RN_@ucQsBob^?@ju6xHil zUk%6B*{HK$ow6Q$$*ol{*H%8q-+Z#!k+m_0 z0ao^BTd~~xr1R^Yt>H%&4^l?@-+ZzogP!oJ%BPG7R9Tk`O-wm9f9%pKJP5d53T~?p z8Nma+9tQzSSFeOKllZR3b3J>ciB$Yh(d%Onb`_{A(}mob)@{$ zILtK5l73&NTun|=%*58-2)AjsKj+CKqMC^!hIF#IEw-!vS_#w{T)FOlnn;-S|GBda zpZBOIK1iTZRGas(m+jjW8AZh+CqzjZhn*CFb@6A&P5A~*7j4oy3`DEnAp+s{nRD+s zJ91c8f{g75qyb0Mds}Wd3T^#*YWqpg3O2DPGmWmvSg zYO0L!%s=lD@J!?PFl4ldC!GY3-y`i_wV+ZNK#<1w3+8==DN01 zvoof3I`uN{8R>hlEH1z{n5ZNph?tJV3w@`pXw;!1K|}O_`5*oS9!E~MKOL0YQ+Q!g z&k$|XV0_s%9z`bGDAXQl=M3s}Kgxv*t8XIJqvqPT?4#~sxcqv=nE2{)xPHYhD?*15 zg+)ybx7uWxNGEcN_i~t-JN;#T_J?~3arvEIze4QEqFO>v? z_6zv{hEAk>7qtUll2lqPcH$u<_)Rx9wLfNo)RHnmt&CnH0_}lFZL*~^=OE&MIIn`( z*^8G+(@sB$dYeAWGFU%bCEQIjA!gx~t}_!^E#n-;^^oL-LCK{I&#Le^xttmrDWq!` zi$TH<^@7kY26f%}QiH}NIa^q&J*02<2ms;3lrmCQSSFO0m}l?^(f8Eq#_aad)wQ)k zLmqYyEtASe4FayFEcQPy7UPmKQB=R0Vin9YA8s$aesv2K@KWsZ`j>i;!_^eaP#$x< zYY@PLekO?T%<)b)F=okr7RoaZN%(4apw^sspxo?y(n0#{0=>&f3rckj$KL$TP`#qdT!~iYLA?`9w#)(EsqGPeESV z_G@yV+idFoLGLj#D2dtnHvD#sQ{sG&XzaK5YrTF}tqQ9O!p+v4QW|Qmf$pfUq(Wyg z!hN7CHQ!;$(4j>r++VGFC*GTl@f5S8RmeCGhCpUa7fJa>b7%A`eP@8mG&S5m0<%*t zqTaI59R>?1KrA4zPonuh)@=>=_F#UM4@@fe#OtX4j8$Ko8~p43E@REER^<=w34zMw z@5S$s1#VV*>z~YqZyNiMc8un%mk;CXR)iE(d+v2N<(n3<$R|?J^uvkk^PPLEyYtd` zSO9i_ow239Lk3T30%>`%O?(;)ruMSodYSiEW+ydx2*>l%ms&DS*(|?o(?1I6uKeT`S;4Xmqy#c?tc82gx_69Xs zM{Gm4LqMP=F(F(38ETHh`i~^76VlPi{4m^BnQxC6Fyts)ZLj)W!&?+-tVPZf7?hcA z4`oRg;OPRUy3+#c(Kb-1_O~t=_qkDx9Tb{AB7^WqOMCKncFH_x@^E5NwWIUa<0pUY z_oee6!??O{b)nRc*#O&?1rys9{|Nz*^dO#1L$#c=>FkTkkZ?VeZ42jb^%xIPA@}mmkimMf{(;)o z#=(Z>#`v}YvqaQg;c~sKj;OgGQ_XIUpw=CpA&P|@5!Gjct=?$CZk6m;B?5t3R3z{F zhHd;{cllW+Ce*R^U0&e#mn;uabcdtI64101rMI{&yN7I8vX=2L@Ae-Q8*;S&JaNeT zSE?)zA(PNG@B_k`ptwh>C80+LQOky53Ckou98Opo-DQpLk^B8;O+&DuUA}E@T24Rd z3*0*7BT&KHTH2&(_L*)Ju1$xvw$zf0u8n^*YA|nZQUI}~^M4i~jYmhi0AA>iQ85R; zG1pQxdun&$=M;aRH9Ibn>U)w^ESDs&OlIMiWo<_X<)sd763bPK3iCxx;YwwgLhjBX znGK^z+>b-s;$F`KpQW6bsx8!))M6LD)3fgl;W{|(PQG`1mrA$HBq_AMbp=g%*{fij zY59JZzO($?kakrkUSDGIHBe40&mt>u>i8563GO7FbJbd7a{~Pg9Mj_rADs-gb<% z6D_v&J7FxEF}F<@m!RX`bI4s)@_V^u7GSNg4zsa`H@)?bMOPVtunB2P>`M(BSCrIQ zChp5nXL5>emVVLN$;D*69Z3*2-6zFa6K`bA#|WBV-1FyhZXX~ggPVBUr*B86IcP@0 zLa0DN`CI!upYkT#goLlI-TAmaL@5>DH?n;Lo`DP)o>UO>IVNRYzol+`JYOS-EXe#` z2s;I`-VB8#zj(+>CMGHYss8ZL@D7D2SWE;WDk>(G{5PT)5RrgN+!gury6bkA@*hG} zL|g>?U!IuQe|QpNqW|Sd{C{v#;{U>t6iNQko6Ki+k4#Jw3Q5*BdjN<@N=g0;2!@J4 zq5tMVAkcp+21CRp|IHH>0ZaUw2Nsh8L;fvK3@R!`;sO8D3t(|k@&70m7biVp@sE@K zkGH_$5YhkQpi=+#0?8DS|KKDfNPho6^8V--A=xY`@gF4;P{}_Ql3xE;v7`v}e+>So z6D%nv`X9xT;{Uk%{~ZgF_>UK)01?T5uM=2GTZC&s8KEe delta 16915 zcmZU)WmFwa&@G$!9s$&ySo!SID@+ccXxN!!$ATexCeK450IPp{`kJT z-lu=n+FjMVx~5l6b*&ly^0%eEZ|joY0@965Blg+%_nNaRItLv4#@1d&!QYZVn;|f0 zh}^Up7maP*iHo(7(37fJ2wt zSm5bx@9p2aUg1xEe=no{24_Aqy-wGD`lRzmPXF)p^GVF#K7suS!R3MfM_Y#=dcECBC+qWDq z-sQ1Ok5l>N4m`thh5a5ghuL0r0l%G_hhOK#@qX96pI(QzYo`r`U-!3pfj^gq!1d)Z zre{Q4*2Q1T)y>VbEqBcI)5iVz+g{*Dj~I)^Ut~?S-G- zy;M#Z?s9Iv`i2rXYWDgDEC~VnkN{Ky1gaV86TLtp%z_PItoLYM@4A{(1hp zuisSM{w48H*XDQ}5-K#yLHgfeo#E zMe^~EWwg}+Y%Fa}wx!!u^ZG+K`jKy%zB+aJsMSHa*E=fVdVdYD-oL=#Ke~5NuFKkw zxt{}G&RCXP9j1O-=GqRWdKf&%yIUP6ej`J0D7`!t@Bu?t1x}vQ!KLm#5eswVo>9%l ziFZG`(YvnP9l%@E`@XNC?qjDeJrY}X4@D09OTsVfz@O7|;7^$F>oz&?2YB7BePn!o zF?^Xh{|hSlD+~ztT;wqNeqfF?ofP+c{&`OJ?>NWBT|NAkd_8dmE=obGwni!i`9?=K z!XE$*Rl~|zgS+i>zuWMhJeQcPbV87vRf&~FUG!~-m5BG>F}IqbCE<$+Ej?7Wv!y*y zR~tJGzCj?Xx=uI#_!P3JDkmwnUdV4v0U+uS?mX636&POccb^}uOqOV@8miRl+}mT4 z)4EJLl)h+nP2K6)ZX{r3^*HUi|88iKRw#O*?E_Vt-||TN<1#*WzC|3H0kPJ69Y`2H z&$#&DB@@J}fAM}JC1tq3j;WeD)~1TGa73oZSo4@n-j82+A>+9wYeUpnN%QeCR5bO` zn9r%q4M5}3Tk{xMelX{QH7mF@5V}8R>H8E#i;5fXntEvG9k&o5oqF=5X-98?E*cb3t3` zZ)o_6Tt4g5oP4I6`s%do?*fyJnr`_!dhKpRp~84R2|YBKrWifGP`kqqh03+tsP}un zXFzkK=LyH8$H^X_-^00`F;j7*2JAXr>^j*t$&a{R%{7 z08Cb!ffy-2A6-oFFADL!?KU}g`Fpx5)cY5gL5NQ&7hmq^Ps#(;jZLWutg|BHyZD9i zMccQ~L)Q=tF=k@P295%ZBcSy1hP+SJQdAqUo>e6do`QZJE?mwW-5*&0Fu_dbgJM6{s?rPKl}QT0~-3Y@gVl0I!v5;jEyN|CUK6 zJIP8mkz*%g$Ninc^ZCBdNQOA?(Wty)t)z8gzQGk@H_Y771#9x9?E!^-Ft9aFkN=s5 zEQ^M2$CkTvizh&(sgleLOpU*9o>wWYFr25cka<~8~9e<$S&x-K(IFmlPV7y7zu5w%D1wPY-= zyvkH25RtNL_E6X)NBJGjLJcFV6r;k?Il6A~1 z5$G@d$ zNIN)zUoOe9p1aUxjc#DZ8_;BLzuL8;h2TzK*45;?gv-O=jA4;o2GS&bI8hh0AMEva zIEEw&ieXmFT23jiX{e6LY{OM+`rfH$28Y{^yJ=(%?{Gn@+=I_k{zmcN<25$QHcWSa zZeo}%rZJ~(%Hh`gd6r*=(V19N!KD^cio^W917+;v&;;9D1z|0V zR@C-OTdr^ndmsE1Ca_NsDgko}7jD%xQIq$L1b-o5FyN~5yQj<9IMIPY_al05RwLn_ zp`ScvRphU2*=s^)y!E-kolUat1)g0-i)oyouyvEGqtE_f@QC`r3F&&f;))on>05d( z_i3UB?Tn+!s4y%m%~gcMBhJYzx~HQC)YM+1-*OMq>*J zX>`#LIynUVxFc@lACebZaqY4FF*+;WVMd=NCB`5fhD8g9) z7KAd4wLK@nzcP`Ls>iBDG}~5hy^O`Qw}HP_Sg;+r7EEoqs5G2f+qBD(lH6dQ0NazV zKgJt!cO~LQz_0V)vi#sw7-n7ud(Z&g{5xtE_bq_Jgx1x7k?{o;h9@C!G*7xXUJlDM z&gl(Qy6C=-nMm-s$4NRS$xHG9zE_1$5_n+suf%`Gc_T-D*UkQ zDqlST?y#_TCY-T~@Px&IzubSP>whotkXK0hIx_ZT>Z8Rnzwgn>C=0iYN>%@xdblXT zI0g{jekuBCT*yvJeNo2Vcp%vP_2$5=De-d3VQqRgyk)jSy)Bg8yd@91o&Lna-s3^@ z$MM1ZsKyAxi6!Y%SV)*~aV_F7!P}r)zNbptT-Z~;i}(1oP!!q*9L=R)+wD9-z-(l{U1FW8PMg zGqkx|W+&hPm#MEQHUx9c6*7(dd&CR>Qe(zFG+rFkZT^cKsdcB-(Q-F&HOQ}cIU7V!5>Kk$FU4Hjo(^kePcoHPU<$6M? z(cl*%lznJji&Y$3ol1k2OctC9pDS8GE*TmY+^Mb64(wkIuLI9dm*nrb9>4742*Hu} zOkj3FQVmz|Vt-Fam|ql&Kf^@LH-PH|o(t7MriJt{>qu;hS5G7E53lu~^@nXH7Y;rV zo`ua_yq~&gSSHngMZn9JRPELgxe|uPqBX&6tVr0U;Ws?ARPPn8&=Ke5SUp)9GQ{tA z+>*WPGgx?8aNsCU{8>^avHaSw58l{<3~{)A?84bn-%Y5dP$Jq6Y|2XOaRHLHMA}FQ zZ0iq`L|ReE3;O5a2NfLr$l6fxmq5q>2Z(St5Rz?+@vz=rvrhOv-VlsSyKnixwVjU^2JYLut>4uo~B#lZ}kp<1LxBs>01X z5u`ffW{4~~8PdpS31X%K7qRfDs)FF~V5FZ|F$`LcQe|KhVpHi#K3cH_c$l(Xq@_r* zLmijKl@gL@N|5s97!V*5er~-usNzANbb!}?tE_bsD3bQM&;&0zPDsv5wvXRiOoZKg zLVP`de26xg^bgWT*fV~icIUQ#uC#l0*C}=%<~lAQzjo$GPAJ`|K_kd^CW_f`@GWuw zlbz!tnl;w2FC$b|_vsks+h$sKIv@5&jYzGL?(K!E7{ivM1keW~C9$VL^k`FplDECZ ze1TPc3PBVMru4uL;bH4fq`}SM-DD_&SKaoK^!UM^=oNyoJ4wAzGB%W-MftN+jy%p; zN;oo*Kh7D&DWql|dv_xaos2Yz>MQB$lH_N;8)!XbiOP^ZY_ZB#?_3Ha^P?L&GwBHQ zBy@&3Ka7em8c+b+-Hc-|8~HG;^Nk_UIyT#*?GD<3;3#rtw7{Q<7ky}mFqWC`wla8| zHg86cuE?zlm2>QjJuHIGB^v2xP{%BwzO#np7O=~J?;3|%d7LDf{B{`Go8Em<3yY7F zgqube#cYD2pWfI`vkJoU-w^0ni}Z0m%-9d?zBiGg2I`{c**?obzt2kcd`26ZDMI#! z#}JMC;1oBVKoA}u8?f#i0O}9MfE6(Bzc;zKzu-4LFjq9ev5Ri`K>_x_1VtpV;=?A< zLuG{b22FzBnwT&cTrwlXs;Xo;8ln9mfYYGmXgbjy^ylwX78+B+9nuTKd zIR%)*zmdN$XCUwVlF42r&SXQ5_?;lVg_KlgV?SP;2~iL&G68AimsHan>k|?swCISl z2?<=dIL>?2L02!X3ICH26Dt~I<{fd2NM#-^AjyCPm#XDmY@py}9tdH~kv&POO9{;Z zy_aE~o_1f+iJs09&UN+W#l)XEBXki4tbpFo| zgY2IN)8-}I=q*NcSh|muqSGKA7tTxdX(OwP#W6?PXj^e5S(J4kXGior%&1KdqQc{B z05cMsz!ra(j}4b9sH0r@f*zrg1EJeEDafR4H!tYqy-8bA-(b=(DTe5^a?bOXBPcz0 zz|NU4w4TS*0aU80d$U2P^&_B6VQCb~nMthP5$Yuv1Tl)^yIElS4C9_%blTx;b5KQc zen4ZPtEvh_8MXv*nB8(?Q)2*nHVg@awZ;F2}dxvmp-)wu`jd%?!cCV| zc*9EsDOO$ceSj;3{vd8RQ$t{@)QKzfbaj9h65l{*vje+>zIL2AfBW(ad(|kW_0#=9 zXh7l`RbFP~CB@e~N#5+7#Hx2>Q%1=~`)i+v^GY2AU>-MO?R$;5FT4?=1?z0b8 z*r&inc}%ChX{nFwSv-;>scQ(?{)dL^H#|YA;pm$;JRBS?D+`DA2V5sKvZ_Xqi=PQx zyHT5teNO5=@WDZ~L#i%fkOzDZcinj=y0*iW&D^Uhsx~OOOR9X`n5<)C+YXEg*Zddi zsZsjC)~uNxSwrI>2)Fx4?O**>3Lap^Q`lNBO!kAXOB82l8EAwU(It}L#=nL5!+H03 z?n`d)qTOS&NdFK@C_abwA zVe43UWqha{X||i@lM~g&fXlhPf^r4b zp~RFdV3vH@-bsmBBaxvxTHrz-?xIIu`PB9~l#ir10Ima3geZhRY}&}HXb|tOlQPj! z*(8#TCPp!Za=>x@Iz2iNv-Ly1mRu&t4Fh@(YPCTWdY`E7Fo!V&@6D*66e<+EXTYfJ zoD_P-{LWe2EOy$F@Kk;&v5@PbLV9YQN`zOv%E1-<=6=F(yd#O(T`mYU94@c;dKf}_#`)aZbPg^RxB7hS$4@Jqb!&| zvQpVG$P<$BEB%%>XYzzE*#`b|V+%BkASeH=9=7e*=IU@9KA6K3+>n|IH z2^p#5p@}sF$#M{jpicP@nx6bY>Hd{OK@!sPMErdPC81t`zAtu|B}B8a|94(_`i=kk zBN~2EvB~>k%Q6K|iSB?2W(#@!45IP426G!e8!CMB~Y3PNS0;TgUt29`j<4%pLcjJT>582KwjAdf&aNUez7Uma z8sdhXBAXVG9#C_mNz6}rl2CJ_pF6zEN-YYViW?`VE6bmZ1CLR0ki0Xj`Vsl9D=*Zq zyQRkz;v*nt%-G8pNTgiMZ6Eis>~J=YKF|qdiA~D@)LsS>b@>t!48?alEDpIx2LZa< z`pR%FovhJRkr{e-0z*(cS)#9`(Nw>W^!mu&ZX?-nw;Z!$`1*_qe^@4o=4^Laj3Md9 zRj8AvcV@nhzjm5Dj_HyBir7Hv;P25A&KtS zTVqh5tW(a9DTE|?I?EUd)c zxCe82Spfw3bxc^q33MTWVT%{y-_(;2DR}e%)pqT|(R6}(Y$1J>_yjnfG=q?K^*CK+ z*lOyx55&nh+`b#ivuNYl!!fpu65Ab)=v0=$?+I$K(JWU!Ov3+deuY zjS7&9qkDgg=G7COaLq(I*dVG&eAv#MH&UYTn!JZJN$fZk|E|WYPG6x>id&u{dc3j& zPR=KZLZ20zwyn_9t2#bl%zvLWu1RCuHzJgyWu$b_*=GHVtJ5fEA}YTaCiS4w(8#s*pC=i%O&>FVY!W3j)Odn07A6@or0GS!uk7sm8Op`k zs5iSIE|l4}n9E-z5Hkz-8gwBvraU?Wad~a=RrQns-(lP<7a~P?PUyaB&zivyI$;!; zkKL}gfwO3{+|P`Q$$k(Oc7G;OZ;a}5m`X;2jz@o3igfAc#wy2h8A94olwO-`*fv{9Kg>D^>w zj@<+3>UCRg+z-ea2fmit#>xePTuk?T9T`Ke{JOzHb@@R#-#TZi4qP+~C1V$ig!0am z+^`Hj%}|%kvd@oLQcsPW$g=^tP?NI$mybD6lc0zOF1{lp!uYT>qX(IiK+P3(_T4(P z{x+!3+wKX}pX^*Ua?7et;~##qi`Cw|zui|5gk_6ASfD5<%qJn0$R(UKl;98sSpOmM zi_c3i;VtH7d+q<+=8`LwSSzxID`NaJ-sz3S)WlGhYJu|`v`fm9@NZQB6?^}EBZ7Er zAG-kNW(tiOX*^mDT}jE|gyJ6Vbwj9m)}OI*k#o{QRhJxtbk%TcMD@li9#)qMcHWk< z{kRYIplO&V$jrdhKF&U4N7N<}VmH(NrKpn| z?1u6|<6fk@A+#fwe@&&7an~+o!PyE!vnY%E$cYOPh&69yinwf7MP<=GTVX)>ec<d5Y7B_^E)ark zCoLOrv(Y|p9CkA)FY%mr>4~+aB&)?b4O5G-=E(mplsv;JyYro_<<={(<-1VGr7`*y zrBFhLfK8_~rZ6fnp%xz}DRe+E7b!WLi1o8sH&?VH=#Zrs<52ZsYc*-TO9>NhTEmT# zCXb9ubw(S@2vbg3^+i_g^u+FbUritx*TlBedqwmqUzGdDH=MCb8J$2oM8ir-ezxEF zll|~f7!OiP?+K*m1j!!8`d|J^!heb~?vW3o`VBQQ{=>Kg@b%Hj3fo-2U&5%elkuAr73<@H_S;1m;mqF|2q^mY*$+Tkuu5sVwg^IgdF19@de9B^;B2(dmGb&M4W!}H8|zk_i)XE=YR2S*M*LPmrg$ zg%D*SL3#j_8}GhR4U`C5JL%%$*L!b#+{sZuHI&{D(ikgL=_t={9u`=MB9-kOjBujY zWX>=?{v2D9l%f3abfvf{u$oXdWRahFQzXO;xKb5K(%wyI9+Vu<=M4+ASnS7ri$y!Z^#pm1V}Ruq{5KSL3m}S!RnzALP9txbM-zfRU#VF=6l3 zIT~B8{URPCl#|h4hLG(|4!EyApt6Snji?B!=i3QI4=K9p^KbW*dXsaST??KN&K}!l zd97pxHDuL;Gx)TY>vYO#DdxwZ+o$#Q7UPQ@xtkPmV#)K{82d)h&vdh%`y%O7C0_Ko zsL4N8L-CrO7>Up1por~`v9p9nW2K%ejKm@o@Zzhp!x4NmyE=$&szRTD5RsXj6|*K=BchRgcxKtQBHG`T_~~KgX8J^ zlG<`pF%3%BxJBKtTj79e4ka;X#vt+0wrl8KMk2|3NO(-E!ZKA~!1+{E2VLx?++cf# z#jbPFqAAOIFd~2n8)h6BASnkz#HD6(6k?N#sw`pbbkdRVt;c@VRDwYw^ll_Vn*mPw zRHdz-f=dtmwpqrEWd_F{arWxQ7aJOQ5HHvV;iozc?#fk3pxg7i?9DKx)@=bf3~7`z zq4j(kCL)C4X-GTU&(RB;>|iaOWaNPJjbRPmp-a-UAmh6uA;ER&tQPG3>iT^9lDWPzQouvlDgYS6{o0>F_l~L+qDB55Sa)U( z4*#$_1bdV2c)ojE0B!X`sykv^AU)adrea?p&B*0I$j6Dqr|^uzlRIhnSJn)u-A>BGA}{ z8{B;?CH(6G3gc<{_OsE;gyf85Ti`CnDb2#%=2;5?@y>bS{sgFunPXjF(hT|Pqu#C6 z2RSgC3zm#-w2*xn?Md)Sf6DQht4BK26^K-AJD+MA*1y7|x;Ll!mSq#Br@Z-u zb6Tl{R0^%J5=C6a(9lX|lw4I9F7PAhk4Ir_r!Pcp*NiS?TaDE-r(L2t`qpyt>ooI} z{gI?PkNQU=DJ^hacJwd3cA(UCXwr~KAKM)%h^=BMH(PWCTQN|{oxu}*f(-A48ho;V)RNA=62J+j?59yG}9?jq73`xHA9NO z*ufHlD#(0R`Xk zZB&M!UzBh_eFdU^nOZ%IFk5uo*yA~?ii)q6}-Xw)p0`)bvA zMVl`eI_D0)VLK%IP9?UZ5>AC%ARt1m?wi(7w17z=vqKFtn87X>b1Xb<<={_mP_7A# zlL|)}WDVc0;o!G2OM@IUNrr2Ib1eH-)RT)Fv^{Gp#-c%cH^=9O;o-#1)H@F9$>zYq z&@5_w#g$ol5HAf@j2Y{0brnZr+05hsC@vP%W0K$dp-Iap962I&C+w1_z@z#V3xw?( zTReI%i_&D~>9?Yir=PGJ|A;a=hP*_3+9pG9+FtA4P4bpYHz@y2L|KjDgvkg7PCd1~ zH?2OOlo(w>YpWTv1_8^H+Hkm-wgymr_uW)1Ik-R@Ig1Lug1OYtRs5UC$AX_dEXXs+ z0rcZGtBj1E6iUga1?UMIKmmACdoQV%?KJ6{xPfa*e22r1huN(BO%g zLd8`^PP^;+60fGGaan{YP6Dbbx_#IjJ)e1L^rQM2IEIF zc0=OTuo>MgQorZc5Ys3l2EPS5li2TVCg$~U45BcJi>gSjIAD?G!27;4n ze=$RKkp|>ob~OH!bS4HB8YXuPh7ZeCb!Tcj*!D7{tytmK{Jk2pz2|u=J%o@=WOCR(;D`InAuWldDAv5;W zg{e$rA%zQCRgOa!&ahdkQt+ePlCXKT(P<4k5ohcSZ^Ew!U5mi`QKsI8=1DaCzdL-- z8Sf{*8?`WP@+EuMX#sN8?4ZORev51LxT4F+X~x^j5bpu3uSW*=4OTcT*MPl)N9gvT@s+!#9>}g8^icv;W1n|_p$oWjGwJM3W z7bQ&piUEmeqXQhnF_1f(MjiJ2P-l~LZ5pvyVkq%Ux6VWiefWyR^gCV?=Bjt#;TZT| zEiW26gc@zS;^eg`%fBY8G~ef|w}XL^K=^Cjm(Q57^wOD(bx{o;H5R7^Dnw%+?y;ol z|J>{*YoB>AC|(VEw^^j>5^x>ZX!(|w#K>pg>VMS{&&#A(^ZVG7or6wwPSM&e8FkV4koVU3(jPb-VcJwPwg|xX880GsC z`r(yg(mBNSa%~wkKVm%Y`g+=wccq9$KV){*0cCY^4~eBg1uCSMu4-mg{=;HwMLozdkWL9Gb?UPrLnOH=>#+AvrqowhIoG z0X6SxkX(lEYRu3;O!`<$rx@k=A5F9D#aJ|7)2Q3c(FuKCL8%+|h!+oAKeLg~M$|NG zsxaeJ2965&+$EjV((!mB=g#@qrD-v%fDDlmxI~no850vW#6{o>_RM1hD|X18ukEzPu8@!b(Og0Ssknrr()iCSW=&;}Wuji*9xn{``;4oG}A z;>c^#On!Go(lNZ_6ra?m`!Y@}8@*VfuIjf*iE^2a_8hJkE@>yHzavC2UD2kgO&&^H zWm-rR)a8fdqBuBGf5q{fYM1a)(^FewgGz~F#Ac$!kSy|ry=$%2C%n_@BHKjBVydRp zWZ1=%QBArw`QX88%sFjAJ|qq0H&DHN1{G;=>1cY=l*6oK{!!42A!&=3!+P~VF>h+Y zF6^_`fzhoSY(^x??rA#sMmHxP9xQb6tXOwd< zpuSD6*Gzhlx6akZX;K`04P-Yv0!a+ zs;Dj{o<3QJQ}l{k&EiaGt{w0uzgTm@jHUL2NTM6l;)mENljc+@e`-priNZF)cYzZY zTg_TGh#Ii3r%|tcBef}2yI7MpBeCA7NJvbLH0JN$V*lLI{jwM2PtRMSIKPdJrH}dZ zi!ry6qV@XF)mbriw z6Rv@UHC5sRi9e?nsl##Da8peV%P&SNpHTJ1s6o#<)_>K5VOE%A0dq{$y9%h$amhFz z4mm;-uDRfvlKkP(kr$u_dqQqss-AGtl*Twz(GN>}z><@bKa0a5uS)oqlp@Jp=XT86 zIJV)k^hr;Q+f^i46Qag>7<@-Y^QnN}T)Ib6j9U!dTGt>|l6&i79f#aGR&c&^2+=-q zG{$D5s)kfhkywdwB+@N*%K`?e07^OEu&I#W?WN0RTE6W#6nr77g}mW3l@{S9b+T2Zh^d9anU-6^bu`u<%r?&M z!E$|RtSfY*$a+1{qzAlmn2%xyMwzkmZ=k9Bn^gr*yH2^`A(wn#DdE-=LjDfv=SbSf z?%_3d9N^#O2hIJ{G2U;P*!_83_wMV|5!b62Gnf9vDNs{3#@`wqu%NG;Zh?%d+FLBR z0!|59BgdZmVf{^G?<4M6I$g{L|2fIL@vZI_Y=yn#&stTeTxiz@wl?}MXySw}_n3PZ zjjr%s#r-%=-mC|dt$_ApBjRpzqC>wV$?ImMM;d0 z?-Gn7O#q(3aS9H(qdMF{M>71zbS%3yk(}{m>I3XHImQkB4I!QCF2*5^PQqc^g zxU(=p8XpiRfJPR&Jyon0GN*DSLRNCdC9v=t*^?Sq1g&ae)l*9)KvPsC7cNwTUOEKr z%erW1y(=-3nhtHI)&yLQUa@(o>#Ad*?7MBxF93HhO~7GK>Y28Famoi6OENMkb&!TB z*8KT(9SS$cQsmZv&d=(_c0q%6)e^PrNd@;OGK2=zxE`c;QeN@we)?`{$c#pFt~qU-(}c#bD~44*w=~bYJ&wSGU_rIU6FOTy5wiL3 zs{rGa8&W7=j_q+C8lJCK_RgsiGr|Com2DIT- zBZNLDDP)boU5I>h)QeS35QVg)ZgCf8yU49kC9vatx_n|+{&72Cz53Ndkf9P9^|Liv zay+mR-5tR9GKuY-x5K#gDM2YW;UlLt1gt1>K5i{djFKx1!WOJ_hBo@Sy(>O)Y!R(6 zuQQU3bgK-ijotO{WYRWYGLq#e*p+7fLHU*D`c33!liL~PtD$BKfzZ?47$eG(0cm&H zJrX0Cs{wgyWNE|Q1iOChFhua+8Z{awhlB18Gd?gcYhkzWuGS<>R2naZEs$w$0v6Ik ztU4`JMkLQPa|s4v`LMPH*+D7@Zpmk5CHnm!Zl>PU>o0-=Un$}Sh7?Dnu&(;bi7Oxi zps-Qnu2ut~T^|n;rFmxugAvvCM+ZE|z=W_FC&RhS_I2In0lfi8_!!#S;MFhY1CKd} z6cqw>c|F09O7`TxQO=*nROb`M0E3Yraw}mn3QS@*n`!T=J<%f#wl=Cq&85YHAOUd& z8YTxx*-@%pSO>z>CB(I@)q=)Qh0J)&G*x%Bae&{tJWFX42s@hS^k}pr z{yn9+iN?xh)$Y>gal?f;N%e+2A~mc9C_9H0a8{s2l;+n~BnSPAq5f4Ix$+2Aa^Jt6 z7ztuOab*!Wr;mI7y6@f*6G%(^Wd79Yc@e)b zo>Fn=C!QS!JC7rww`i0i?`BsHc{OVjJIib5uvV=d?A!t&VtB!D z>Kikw34k8zZw##cecjCs4B6xSeN3hHU~F=BEi7z!q}lv(=P{lVjzs2;PA-Sr{zYzu zQXefsH-TvkMnkp$)=pct2^HPKAGSupOQBP=CGV&QVGP&^Zfbi>OwE>|*SNFd`;Jva zbqPO3PKBeWk@iVn4Vt8{LN%Ec3wEc0&z6;Y5n%kGhx33Pq> z$5lV?^cxuCE2J1*TWW5~b3xxA<$C*2o}j!TRP8d0napMB9OYA@YR2!LIPx0jG3Nc^ zC2Rw0SP-fExjUc5JTsvpJC5vw8NOmTvX0v9Mn22xz8M}Noz5f|y?q8V^jc$CjjSSa zrMW2>@w1^<93W;Zu5_$`WOpPt3&SrG4sT zD43drPvGc8iS%Y;K$JW0e&5oKmPv;rqjrM|2rFY+b{^4AXN{rl^!8|kL>+Oa9`|K3 zFgRAP?VClI8Cj98e9xj8oT_sC9>n|3rSs5Duq%Jr>gZcd5N{RYr>ZxtY#XZSEK283 zLh46#S~)qAyf|i{D9?D}Xuq*0eKuz*x~ogBY1CCEO0oAFG!>hCdU6_bhPks<(8e#$ zK#v%Al&?)0B*|(|x{W2pD#c43mNEL4lwYm0Mb`!v(`7SCAnDpda-PFlFjI!xy5=rr zDI-rtC4_kBicCDLUyyE@Q~e|!VKMg9@D*7hIWZuK6A>9>9%HxT?V%C9ZAgB&t5$Hq zI*m`6t<90i&{$Q))3U!Sh|q3TFVch<02P>onR|N8w3**4{QJS_#+S63hL5cMP@?B2 zbW|nV!JyQZri33&J~N^@?Q-GBw+CNVq{VvI-3LQsGhWf5IgLQ^SC30wQ6YCl)J1%uW>e|mOp!?tRpvjvD@CU^c$OfKmA>5Bi1P z=EDS(IENJM`Udfvs&!=2G|4vr79`m^guQuEJ!o>mxP5tHVeERChE|-`UTw;qD%1t- zSiw~aVf=*J_-7P0-NlB-G{E=?G{>Vt+7(~8cd93V=n%eVq*#mctLr{v;(9)gCrp6G z`(7(w+fL7K-u_PAr_PaHwtHNOZ5Mq#4?STn*YzPZJN&U$Q>Z83ZBh+Dq+86l5U%vR ze-3Ru`=+u0Cx1*+#=Azo2lm=S^JxsvE0U_S?_y7(h|LFeXIfVu%G`4mFMoQgHgrv~8?O^&gcfiGh z)h!P9!kYHLIYNs|TUYkiAXU4;Xf**e-+UkAF~o6Jj0nwji!3m_2)Sy3@JK7ONyvu` zKgyW_4+$x(r!qFnz;TbCq6IMCAcAL@ogUV{_+|f0 ziFF=fh74&rXUt}f@zGP6L^i9ja876t>RjW7VM;WAeDm)Emy#@6z1pWS%7DEkhB)GF z*GP|Z)%FZr>mR&B#v?1nrflKf9!5zb>}+Sy)^XQL?*k9!87sc%8Bn7w*^8SF|HSm! z|IN8h2@|jefNFNBMUN!;&P_scIuQP? z^*fx}XXU|EvUa~D;Sk9NW__Hj8%Yz-O8)ac>=WI7V3L68pA?NnDlCNf@}26zpzfR3 z?DiK)w2)jn4v$03!LPC(p1W?sW){ak+|s!?rIL%v&Xi#Y6uA4pkt-IgiNt&)nQst~ zt#lIYwYfc08VuVfHL!ZoI=XJ*$P0jMuwNE53 z%_zt)s*f}cQgTxoY(iL)Ixu3US|_Op1HP>q-{Sx+QJ& zQLCN5N1#<8C_SGf%OqwhE_9e&D=xTFGIE8XOPQ1LQcmGjUpzvk;;C~$RY!x5UU}>J z=}#hyacEyxS_(s5u?EXNxPV4(#j6k~hB9~a)+;4m7tH8ihc(ig2Wj{0DavY4(389l zKIOZQkPCV?)leqBNnuxG9(6H_s52IfgLi4p*Jc|{80nWjb33XEH=z)8?2QV+8jJSa zrsYqs_H(+?w2-PsHbLZ7mRxQQ^bs8ERujlM&f4wSP2-+EZ%*FBXvO~3&}!?W<@ z|K0Mt%FDxq-Y>%Uit77eX8v%^K63l?`EMjbhT_j%q zJ?lt~rSg}#k35I35CT2GdAS<*d9HN+TLXfO9+%gx4Yr}+ za~c5O_FFGgh>j>kPVk(?R+u-cAXT|t?9 zE*@{#j`5I?(XIIDxO`e}&u9RyhaKmqZ%OAUhT2~e&K|7pfCe_I zfHNQ;Wb903xQ(4_TI1UzNykWoJ7M!d-BPExMMf}cZD)u zl4r_#G9qn^{ZEgi_uTL^C~_p4CL$BlB5FBIG-rQw#C0c<+cL{mK4$$9PrvGEpWfl( zuG$=b**ekch{JEgnb4XA?veD6bIVY=wYCr?WD6g@lZSq*gXM?>g80|D=wq2K2WDqa zlj@YV_B{tAn9*ZeHI>6>-h&ZKY^HtSW$iHq=mp7+FbFgnS7W)PVtwbcyV7`hs2P34 z8k&l)+&g5S>vRlR@1cgG%kl6J?Vu5E;^g9H|H%G7H-urxq7(8$oh2*W&MpywtVgt&4Wo0*w&sj9mAyKw;k!0#um diff --git a/out_w_gini_salary.pdf b/out_w_gini_salary.pdf index 5b6a8c73408262c5f0aebbef004b5f253b1a188f..d52f83ebd023cd8e2a26596e273b36ccba0afd96 100644 GIT binary patch delta 13846 zcmZvBby!qU_pXfyND4zMDG1CA-B^I63L*_N44`yL$5A>4kfDbDR6@ELkenfgMo}8U zAw@#E;~xDz&wYOP^Uhx{>#VicyWYJIXYaiV^Ul93IbRlk9?0k`vF~!pSX>maeM$AK z_blt(OEs#OD*5NBDT8QUM)G}0Kt2^E;r1fY{(>Xjrt(Zr%+E7?YHsq>A1awli8EJz zcsk<*909;t+Vtrxb+g~`2ynRHeu|quUgB0feSLPaM#}-ToShzr$8xSWPy1gwp5Rnc zhYU=qCk)pAk7e zm_7S(7DhBDGb!ACfzEFm^!*i^kXfl1utkhDKi%JN2d0Utl(C#=R^PKZ&lZUQaGboZ zAA7d3zrm?^x&}J=7fEf3DR~Ww zUrNoCW}0hKZ13cR9`;E+ng0HoHj9_|G_2wLd-J9@W?Ap@MAs7sj{BrOPfxx{m~m?x z^<9)|0k#XJ-dgzZ`R&!BY_gr2&ij=+P2JNNkVd76?xqABT(>149t+QEZSSvot~)Z! zz0Is9GEy{O%r$QcO3AvFXN0;w%@MNk{dQ;j>GL8(j{CXhjc?Mo==YkdWUQH|1IT`d z-s3n(aTC(xc=#tKGs{0${z~W!jz2KF_4RKnfDms^^m!K%C$aAD@A3|42Hq-AB^}s% zo6#>-a;%@c44848&`3ID<8e(TFihnn3T zAiQP$;FmwoG0M@3f&E5sa{y=8srGUu8Rhoz{1L>wi8@V8J<8?R(da(wZ`6;a+w{NX zM(CP-Mze??tVa&)>MevGQ*)IC&b%po=kJX=+XIe|O3#j$r%z7JfwN_$ldZ>R$4+OD zMUK4an=PZRm+@6u-y_UU2ORA?#RC4>08vSPrqbwK;2Db@tME=F>$CA4fc-2dOje~^ zqK~L_y8ihkI*{I{&A8)Ykn!L?t*)?X6Q@Wh!edv0{7mH&_L z2*HY{V+(FE=_=1BH<%Z0`&&?T%lw^(6|N1;rau#F6E#*coQ$EW)`A#)fEy4^M^ORbDoxzr-||i>)|Y zO6@80jqF0)OznAUL)3~CKH!B}0yIv{nO=Dg+3&IURee=#f1Y;1jhwT5B4_8u9I36x zcU)xoPLdc)2O@vNI^t1JP|}y`wSnuG*zt8I?`VZ68DjpU#4SzkvO&X=iD{p8+l^b4 zmg(5&bsu*h7ege()Oxi)lrQVdY#`;5L_IP#)2{~Qx={|x)86M`qYzry0_^cDjC-Q| zr@b>95lht;cRAU(S!O5s_$jL+UVb%~LOz5zBgdZ{bWbhL^uM~T*%YXM89S*N}(x5$=^J+8nXxO!U`R02~ zD)YXXeGKd*!NXNP!s|5!2QAQh74p-=4ww@qV?^Y>+4!cI7z zp*J#VvohIGexr*jD=*J1<8nzc#z}d78r@{Om&C5f3)ZsM=2)3t{*41H>&-9FGgcV# zmBft{7Cqs%NOGilV=Du@;;FiAd;VswjQpD7K1?^(5WezQ(HVEYV(iLnC8DHgncX9e z+?IJ`juv+ZafsKP5H_F=@PwN#8mU70iBiKGA15$T8qbTW?8-dq*{Lr6n7imHloT3v zX{$H<;-39R1c1jdQa1rOPnSbR(c*eZ`vYRzv&S(2zB`CIsCj#(CO5GiUMt5K;^IoV zX2UvL{h*2l=`WPEPctg0Vjn_eo8CwH(;Cnmu@qn%d~5Xf=dLEf@^(e9zM&w=N*+7M&!!f@LuP@i4-!#t2*rX1^!n-JZUFWJG;=*sJL&`c3?XGRiHBUnHpR{Jp`$Zim^Z zI)qo1msgRdjQL1=G5miPjUpE>#8Iz2e z{Y7~6doui@VL&&GL8(mi5E%7Qp$*XZ`mg!K49uL+8MmoOIE{5)}eu%SM_s%l?j_xbQs3!8 zNK~8~msXKk)9T|_Z3(vN-ZS=k>6{Z%9xxjRh^)@-s+Do~Ma{-O%Q_DWlR{%$5xu0^ zGcR#QRdJSM4%Br{ud(#UG4PmXJ1=22oA&Yjm$g>N>;Tuv+vxabj6|Wy<2!hU%<@Q{ zc4jeY5wrK^SDvzQ^|za=tp0$IF4EGeNY8XL(sW6KvI)p+$InKEhi~@G82ntg#?RrF%IOyH=w*=oUvJ zwo>8i{0`LNDaSvs9byZ`jw5)cZ{@Y610mjQM_=kB=Ls7Y4yn`PF{Q<&(pS^&PD)XZ zySSpWBb-`Ff;6;OPzy7o42V_xr5}J~@sIi{_seWzTBa`aH6FE2*tfsB;Ke9?{S(>R zMz}N)f`htevOTyF-_3FiVS&VS$w*!{cp!Z9X^hr+$#BNF*AuN7D=9sUNDHaNi7xZ^ z-@Jrcaofyd-pa2s7rNlRwB0jM)s+T#gyfl-P*ICtXj;I!O`wGF!wZ=Xm1Te#6Oy84 zxF(5{EiEwcpt~f9nXWK)nyhyYo8e#}&;k2hYwX}617ZkIe^p7W(xqvQpGe;a!iBZq*B$yBeuNX+^R>9ySty5+Y-Al!aN z(g@b4U+ER^!a|rR1`fN*g@KmCk)9bWwR1*$Ikcs(?0m`OjJEyYitJF0vR!;Ej7dsJ zoZ`_Xlo$08{3TMJiNk9C&2Nqe<-73{Se2g($@t{&BbhNpd-!tUmQP5MhmhUFk<-g( z`+2eE3a7fZLW+K`P~~{SS$WNh7$T*`^gvOOGHBICr68Y1w;>uE4cu69eJ=l41-&6@ z!T9+`gE!6)%AM=QTJDI{+tqVtg}<8!N7l8a$C!3JKtpC7+W2w}<3)Erzon&bh=wG6 zrVG^aux|@?n*jiPx z$2z-OKsH7%f8s>)ccf=v{iy{GBr`Jpm`BTrae?)st`-CwePza3k=TKI4ZW_mw!K1w zoiCp{8qN%lidq-p45LA5D)#Q0c1bWU!#XBH$F`!+&j6mU?Xj*E$kqS>7j+TzPf6si zmH0|MM;JMMla@hczV-97yT%~`d`#Abw`u?l*)j_HQ&;3Z{U}mmq;-yv5KqxM8(VGF zN5j(^?8qAG3x6*|SB(tBQQg6>-KAdpRzs!RkJi`mK2&8D8|~2EMxvW zFsJ~gmy_h5vgZ0tz~l|d3!gY^)Hq<*9a=HMS^JAW7?-VDub);R`5Y=%l}D!7;kQgWP$nJ7 zHU=l|=b?RHTof3<8Fu0hJ-F2RsXmOGJJ*l3JWwwOWl|cwB54tcqiszH6E@iGQ)2!b zt$trKBRL<*&6kdb4Cflzy6CE?Xi77epH@LX_c5@-NtSKBj5piNIHRJm&VZ;zt(}CY zlqZ-Xp0<#&1)=B1_QxIW_fX!-PJrg`FdU+q_v}>YxcU58;gjQU{$tNY4w_yaEzbw4NFd+~=Hyl8OL{%C^d7N6G<3?alj*2r=Io1X|nzD7Q}A*D6fn&8Bl zB&>41=4L((07`-N?lTOts}}wvL{E(`K7J+B{s=Y?<+R>CUwL+@@+gd)kJb9Ak|ewz zM}_K@qZe@K*k>HT!Bmy98@q@{R^=-eXiPx-eB!W zcYw?!)Nu*9ARl%G>&4zWX0ap$$CFp;37A}nc?d!7BEk*x@&kz^d~iHjWm-bF(bM)I za(?Pigxz@3PZuv3X$}v2wU{_}lS5P5yUfxzrfI=+13|!%U8D}*8{TT=&^*`$5CSE! zuC_4zMBsU{HU<37P*0%16k~72xd$%EYIK_Gc^50swP@lG@6NR(#9wTE(Zb=eN;mq3 zoR2J&jB~($yXWmC`X*rrAz^asdmuSKg|#jBm60-gkke)3a_;8`#CLz_wd#Cb|5-xn z`@;k#-x<#1Z-J!dOZU?U#3XcI90i^&DnO>7?}hZuIrlfqrIb6vnN3c6_H-<;i>W!H z6EApp`LGEP3wZC3~jX@du=YrqKA7=W@;sYsThjn2W?r;Jub?K z;OA=XYf8NPey-GB<&3#A?nItR%@-3TEh9on96!!ub1@;byC6H~s--z%?A+WawU8{clYo3ypN7*ed(U36|IkLIJ+LE?Fr=8h@QC>$+KTLKOHLa;5HuY~+cfKN@ z&ZYP&!?AehMz~4xrbB&h9Xig@+nmtlA)(>Kwozpoh+8G-gnbmU9Cc6H)kA=HBIKmZyI`lYe2q@K3FvwLHeldXr^#O*FCVJ}|E}vW zos;gz)I@k~zJ0!0=)C&o4;(Rj4%)7fhkmnFO+vKku zm|TEzQ+KO+6WK`nWakRgeFLw%{z~078nvS$4bVvpQOnZ-%#++^UMw}u3)12{$NH=v z_nWT4U*A;c+lj=H2x+b!wzAH9=$PuC?7V481x-_x7HwgO|7}F^c+;K%EWo^}(DJCC zXk<*vkA52PVO#qhnqNBliHiOg@`=^Ti zwU1GYUVWV&ziH9mZ%369=h&~Y?_p+u-Qe@bR&LWZ6^{(Q9gA1NZCj}K_ptFOW=x}8 z&AQD&Y{{Y6Sh=Osl##5~>F2Q704&kK?mQlNVvZY&2QfHhGeaG)!rP8zEIL!qmWMV z9i)C06RN^&D1f+?Et6!1?(!Z3D%m1q?|Fc6-nVLqhz1QP$+D4VWZOXh8*x|zW(ch> zyn16~!g7`Oc)k&H()rv}sA7+PvGA5VOZ}XNO|r)oIy%dJ4Y}0!&BAdZISJ*W|pR=u%j5Ea5>z@{iTVD+_n!l@4yl zSZXfZF`UyG*43Jc67Vjqo?M8QaK&+AzD}vMgx% z{vj+k;c6&9H8n6eK3B-&i;S~8?=pR;rNKMa!PPZh<-Y8qUJ=bpE0n4w&&y1DfI+&l zW#;k5*rU`gQW$(y=u-XK5+23Xdbcn$>wToXo1P`4rqSy#>9**M4vWqF{le=rx1)JP zB8x7`e_i%3;F>VG!946%`A|w(C7prU`ss>`$w@gEy>=uZgr&xsxpqcsO6RftL` z(~zdttW8kaUFh;Kf*ichCay5qO_V5HSKv$EhAdz$G+JgqqX+`Dy|(y<>#_9sa7T$y zC+UHn|5UKhYxBl!)fK!LR(+rP2oDxG5ZjD(i~v75EUm|HqMv{t3(zM5VXbFtmd~DW zl`r8NfGtLQMathpf5Wa9cdW3s#*2*zb4%o=>)@T`V3Z1~Z*}p(P7>C%dYkh4lBmFZ zp+V~adtOJYI06n5C3&r!*A-vWj&-I(S)(lK{f2if0tKjq3|;PTlGd`#(3-2znh-=9MrTL`M(g0ht&tI}(gD*_J28Wu&Dr^Y;lwS(otUq1fT zz53%JY=NhvLW?bV69MN-Z-WqSG!)%AM+cG@9~6u$H#)NVD6X@weMwAzC=%e$b>_l4 zt6!=NBPY#_XS@B+A48C+?N2u8SNYQE@Xl)TnkNh(XWCxE2wN(@^Hb1=4pmz|Dw}9* zlMTWJexDwxKdB6izS!4-w0Jt6y93*idWFr zo#JMbEg^|7GyEN|!5#8@u+yd(cFb=i5Y3?7g}5s0fb!%Ef-hLY{Ae^W`ZbKaLFCh2 z2!A!9yab94tPcJYRni(YO->+f(z7y0f%?n~fN(y7AaH|HBcOeF=Q%_GocGjXlA^wb zAjD1ka^Y@6pLZmDo~Hx$(RX|9GVPywke@I2qy(^8pk<=qLcf>PO&R`{UT)Pq{dXY@ zS5QiAK8JLrw;M>7D>dfEfL67u6pW42ZGUvLNx?{DMMCIB$dOo_KY;S&38v+j2*piq zAcyxl9W|x9;J)^-N*@d6E>K9K5R>@CmBY7S;+R`^MY_ZU4P(f236FXu=6_Y(42dI{ zhs4!P)fLWFJbI6zVJz0|^ifv3$}L2We4hNOG?Jm89Lbne`(h{ z{}iktX#m)b7EB6qgy>3Qqw|bR?zu{0opnrW=W7~Dk2)$eq?bypm3R)@ct3$q7#3uR>>dfCizSJha!aqF|mj0_$JIP7-KH(B&_) zVOLgn(NoT73AW=eJBX;J9i?avPBu)BJma`d%1J+bJvJMQ{MN6C==S6+YYI5G!|`^K zO!MHmS>G_^QvdP>&pdB>0+WhH7i2DPQ>Q60nfcu0rvO3dysfM?a10? zKCI6h!;5=A*y(bZAa1`dTYIx#B|Qd-`Mg2i6LBzOwy0;qBIwM#LRTZ4`&0-T`;2Ba zM+0WRpaczRa%gXUjpwVU${+^FONY3|)6&A%>9h%VMoYIuqLsbKrwKj7Tr1(n?rL5F zAbzF-9Wmu2<@ixR-I!a|V>kpG5}Zg@q8Huj_k_6rW*wuCGrjr<3L|}^uphOgU$y~N zgqAttx<6MLi2l4PE zdq;jlLi}dM=y_iqeTVD@Y~?0lE^Ozfj~OlKyE#qz) zjTL~elm)F>uc4P=?$XZe+pAC#PXnfX@WZ4icx+iG(6ld-<1}FlLJhFsl{~wFZ(Jna z^x)*3Q~}aLJtTh3D7r_Zc}ZlUs9q?jDXh>j?p5-7asB%c=^a5F_xBvXWsyQ$tIn!X z!Ygo6>x-uPe>HI0)?acOyHPCWzQM_A0C))Gi6B~Yho1ERQl0;H**-BQo0Js!=`}fM zmZUOo{_4gA!}HYlE?HV}eobSj9fwT`YMwVJ`Wx{deu|K?>m#i;y#tE=!V2ZL`o@xf9RRD!3-Ia9mf-l| z?&XLL**8*Ktsbhy^ih(1Ug?e zpz_IheY;MqU+y3`Cjea~uNdb(3z47|GW#wX`>>3OQAx7TL3oxoz#g@M8YcO+EBqpw z?XRPDe@+$hhQxEW3WdYGWcii&OpdYMl?wtEGepT3O4iNormBJAob)0ALIb6}v$w9iu4`lUuVkk$@eraM7*W_6U6_a+(;ew3eujaM z!HZn>ea3Bwm+Z`84Kd~mKPhTt_Aa+Z{y1@qZ9=ql#ZVca*vcISlJm-0S3ccyY_cE* zYsg}EWViaC0;$(kOa}2PHAj23IYG2}ugWak#lJVwEP^L_IqNvO8e1uF<3&dh(roPD zTnwUJcm?y53*S4|bx{PbiHK#MYFSVDC%}7`7(+nhlF~sHiqI9~zPy&C5R|ft-E<(@ zvqr6+2@o$iNevfi$PjcNKbUYt%hba!CA65`Y;goMW!$@PnmIJ3+ak8{(DcJO<59E5 zo!8r4FSH%))#86D`IoWjYA+$WeAII)p;!xbGGjumFCRl*5F8|nNXziMA*3S<-eI7U zQZbF9p{rO#1pHq%Q6LD`icRrrH*Kv=SQ+63h}LV$tjkDa{2@K zUcc`v;0B0HY$K%aiw!YB!@MlAy~n?B_cAw_me1DKWw~t$LCAp`wEir{y@HVvu7^tG z-MqdVfK0f~XL1;5_;tvuhm2mtA1_3chLcqzCD4R+328dPz>hE?M+}m?eW&M<9H?z@ zS=DvbR9rBOG{{_pwA%UoR4xeo{>pZ}f-e4sR>COR^O2wzOitFm>1%}lZuA)XdH zrGk;NYDYJu4@=*h-0m`{54w@2GoY?EKM{)*>1P~Mx(=?yPeJa>Zu2)1CfQd)V%HEJ zb194VFFj#1gY5Q3uK*2ldXew=RQKC;%%ThSohvU09umK~?sXXW1Od_G@>c6VsZ>mS zf{;y72T3#?=_lA7%1XCnjxcaBpWtb_ytpE3$R@DISa+%;%_x*ohsjaUSWBPN;h*&a zTSl;)c=D)$0-WF%s_vH(AHM*=&Bk?Wx%bSIL}zen)X7>uge`ITMsw!`ktd%bB!3Q$ z@te!!1l{WI0OVbIuAqcY@MVv$C6CUWB7*aEM8{)4R!*@5lLLC{Dt9#3GIcroOuY$uq?DbSI21Yp3+VlUf`nrR%XyFRx%Y(v<9q5?qiP0> zn*ZaX2zmO8T2ff+);{mYdk~~Uiqb0O?1v{hu*CT{WJkf6>!F67AEb&gek5UHs1#X&>KYc2kDKW!Sm)@h1>cD=35C&hT5EGg6;R{6_E1kn08f@I^ zM!mxkGhxEvO!V3oloK7IPHL#M3WipFi6ERjqX3_uM!BO5)Ih$md^E|Td+Eoc3HLlN zSvdX~Yu#{2YGX9hkjgcFUh6pN8Z3Yd2Dja9LN7KV{gflf^HAKykzE*R&Vsgtp7OZx zm{6vWrSiD8gV9I9K+ZIH4K5>DG27^qEF&X@fvJ^O1!Sz?Sky>IKRV0%uQ#dlgULud z?JI3>J>+C`ZnLx79F?V%jH}4X=}4==+dAgenP~<1(!qwjk&-EIVY(>5m!6H4D7f|^ zb9FN@ilGvH->E7`2Msz;jF|N`wMW8V2-obsFf-=|4-G?VS0>u1fV*|tIv`HPAIj$^ zF7u?gWn`ZmM;z>Zv*^y(rYmJtZRU*@Q2NEA>c;AspeCCn*j3~BEvNXSx{kD-nzrvd zKbHawgNPpH23`jMbb0G!?BHMRKA7+;VHoMPjd~@uzp!#vGSX`r_3}MOTMRto7Va=9 z;3+ncYskm&fN`~UW_$1SFu^(Mbh85Ar1UUtIL6A;+5@e6Khpbl+bDg}cw6|)`}W~C z@1|7Ds~|34EJl3?JXbd(H0u3U{&Va(@WE6OG!APossnuV!YU@?^J#C_pRqb5KTfa0 z_D$lyZYoESCwm->vY0sZSN(O?fE3^RXoLn2PL^aw+unA`P%vtiqEY4DZV$ho z(y3VCOE_r|*38wpWnt=oeQZ*NB@Zr~(g7(rV3o?eeMaDC?Rrs$j!jD63fjXf8Cx|0 z{RLK#KMbvK0nkZ9TW%Bgz*CGZt`L2h??)nO4pOx z;H0AVB6#xNSA9?umPO+%Vqt&|%OX9KaH#vc?=0a0$sGqCG0vZOW61f1hgapgrfSjE zSZABJPK!Ui?oXQkP*ROro#p0K^7EtK3#ovC_mc&Y2Xp4ucha{C6#!2r^B_73**- za#6zB6@uI}Px@-BGxP2=3Vr}(rN=*ZMVz%`k4I!N;{%C^Gi8J0WC>$hK+?$U=fg zCHR%p7;U&-Ae$QOAQYyYlvHx^LI)E*}$e(i~L~9lvN}f*ak!}df$p{tp2Ru z#BN~TOp_5!2zI}(E)ey0R?N-Z?xd%T6uUXxFq_ViDe=ZseNn4M~D>;mSD#oW8E zgll$^eJZ`u8AY3|yjyt%Z*0PYeUn*VYC z`-KBSzIT(qqdn(9D_5e^kyZ2rEV<5|`zXh60$Oj$+SH8t3oqr2eoXo~Y&!v7yatdy zAPPP8bQ}+Oz3QQI8}tC}p?qxQv!?IK>@u%q+OsaZns?)lDq8);F7#KrH@Ui+?+OnW zjzH?c#neP&YuFUKx6ZZ4n?5;WtLMi4rVG5TtAn~Jc>Qz~K=zLL?+n=xs9##`@%q(6 z8-n6Ww@k+T$@3Cma@IDCoK*>Q9oV$R5%&bYMu`EYrnE(42mqVV^H%HI3IU6p)Gv}b z70LHjMA~FJEe(H(jeola*64rAvNAUD(e22O^i6Tv!(X3?!6s`UePVHfDrHN3{Qd3$ z0e5zRn8$|82D@xPv3To(Dplnfo%X5SPTz8Q`s!Aq)0vfbP!~UB7kuXct)p901NWK0 zi{+E#Iv~+Q!qno7H~lzyRa7N>?Mo;4UYuF+4!0lqh5sERW0UDu-yh@9@yMme3tWGF z*{`hRAm2Ab;!li-b&Gf8qE^86fqA>Og*He6Z`s_9@d@YizAA<#CbK{)$a~#$(y8j#;t5?^W3>y@^Ho1TvVndvI}`@MQ2kBYaLb$=h*G`kgl4l-J#=ivuJ%jlD9cgVOk zsR-}=LozS4Q4t{V^sN)60kMxFXtU90U#@{B#Z8^2Df2)Q4(JTYH3r9RHDvV7ZpSo!+Kn@kv?N=K$7OB=O-k)6_F{M@<=| z$3x|<(KuH^FowGFE@Io53Eq)FYfThKRaVJgdl5{YC#qItHX0T!#;qx16~_IfHPBk9>~n>a+nHY2#pPZCv| z7(EL5j};~ja7*E_uBo%u?jzG}+QO%@>t+$WGqZnWP+6-ca2fr6K>=UT;Y;b=7>d$O z$#xcuuL>XT`0>CL>na#;qUAn`RZrn@>nE#Z`TeDI%{&3@X>Q`5R~#j#-9JDC=0{+a zuhlI2ex#z;)@lpQ;QlgU$d{kq&2w}}n%T6h*VKUl^Fd=u!*h$5T*32P2KBJ>J$dXh zhqEHqxtpxgm9R#Z_XxyGsj>MB9;w-gr4%RC*S<-KyS@A(3R}XzdIPRzZ~w*cCG(K- zaj`6EtDv#RW&-BzkqK0MCO!+)!JL`+j|y868UudyPftIAF16de#M$)kigsW9W`IEn zPWr69WQ9))^vNX$!~D?ikvt(9BYtgKtD=U35?Qsc`f&XwnLK>p)?_&Ifd1n5y4~Js zaNs=)-RTGZSm)IgC+mU?Ma?>J)U{)E+OL@hX?6pC4dzUS<6>ta)h`sU_@+(`oB1rz zPmduO??^o6#n^*KFbU4syt7Oo-*n4-|7WTb(z!YD(Y0iI7#brv>7*tLaal^8=I5)e zmKZ7l2ULVe{+#-@-buzSV!HLhajI?YXX;~9q)l8U6xW}yX;~n zY%qkJ7pGNQ-BbUgD=VXmQqNsqP#r&*JiGgQDJ zTz;h}sjvI@d;vAv?jxcHzs6DL?*B}S)muygm&MV-#H+-|+_@%)3#hH1YKN-Re&B1^ z4AeMhNEP^l)1wHnkea^8ae!#caZ+5nPw8|B=4^nbaei+IGH8Sp#me1lD^z@Hu{5j-XiDe9<!`YyKE;ZHK1alsTLzKl7RkOLdX^xDR1huz@7DEs)s$1=?7VC26 zxJaO;G`VP@&xw$*HL$YrqRIJ{CAY@8jxMT3YRV*PmWY`jA1p?ybvy%L5h>@U)s*BS;4hSGSTM-f z8NBh`I4(Pni^L&`2!<3_!IU;`WLSTe>2Amt9wX`GJDi?=rwe0!eH?hG+n)fR7wim8q)}K4wRd}JIXbXo%nI-D`N+eu;LL{>(7(sHkn@WAUd@3( z=dW6JK>?FXhQwLU2DHv4W|te5#b#C^VK*m0Jsh4XD&L|IC2@78W<2!GMGG+9v-W2o zjG@fy5;Q_TLrdl{ZOU(vioK-1auCH?)rVyQK75hr+S{V`zbzVfMqiXf_FijSWCgpF zH<+7-3Nw-gMQ7f33Te#BI$~~&brf_KL_Zr?qEl8eVK7|I>T7=%=TH(!>DD-KuAozK z<6UP(aktsvZE!>mp|RDa0Jca?5XsEA>rA?o%|$KaF_qaGSAXLFWY-g#JQ;ognAhH} zKoE_*@^f!j^z9(jG#@n$vyo}gF)4>yWt*KGD#y_#2l28F#~SzXAi*~4RF`rZNGiJ% zlao2LkZ+mY84UJe8Q>+$;auF>kwQjS;`Rz?mHA8<#%xKh9^?Ajk-Y)Mw&m06d?7vM zn9HqSREs(8sHMxUqB_cgDuH3#{fynq;FI?5iSJcipfKig(zq}xxu_q+^MNoJrhP>#zij@*~=o)E2XMI$FDqG4z9&2VZZwvA80!pIc<+|GGCFi?D~4y zMMBeIS0Nop|GBX^ZFbV9+^=-0S9b|BVr`jyJFU1)^{mT>M{~xa2=J zxVXf>Hp%~wpR`o`#1rXDV&dXr@k~#705Ne<_KLV?{eYdV(@>+fU*Asi%ZGK{P%zopql^K#3ZEtv58Cl zFIoQNhr!?yQh(;>&+q?g50?bz=^qf94G?Df6$=QUL5LKOC=IG+Dqv9y%fzpG7DQaavPSD6AX PE-G=2msk0*%C-Lk8!Cne delta 12922 zcmZX4Wl-K+)Gb;Zio3hJySqbqaCazBq(Fh-?i6=-c+g_S-KDr|p}0GI{qEekGxu$N zelIn);BZJW^ zpf(r<)9GJq3Q`o_9gY8~_JuTzBy)GlcCV;BPDocrPk*g^zxnZge-7OL0B(;(f!Cp~ zw}<&xr>^H+S-)54x94Xa@BbZGYhRwY|3-1az;mCh;<4dxZR@{OVDG)@;Ku0ZZmwUi z(`(o3R9sxw^TRwKMho;CKiv+=+MoZrO+9GmeS`isc`jsrteVd~f4^kdMq+U6r#2Jh z7iYSQy@A9UFjT*9Ui7t9L1jR6nY&>1bt_JEi0Nf)=zZ|LWHFceX8yO}@7XVz4dXiW z=apT4_hE6O?-R#5z&mx<7w^}DbB9E~Yf+K6)#J@#;Qi^mcJpOm2zZ+qGWJ^{6Zz8n zo_mXk_BCcx_{Hu#M}HCUyW1`XE^kscQ82Y@FFY5Y)~{Vp&)s6|-fcw%{om$~Yp+xe zyQbJ67N1Tbtbn-I`q$Ez6Nm#`PPL0v8Ik*Jr`OLA)QevMz4C*r>+3k_*PYA4PQ_7A zEzb`7*SkyNXCIS~wkA-1elW(4kU7b%3^@m~Tl!tZkas4ww|4fXXfH4Doh#7TaJbLb zA@t6Fm38f?>KwU_2NOSEPrchA{hHsuUCR!SBI**bQtaZ?1wjut9D->kWlkx zB*K1gR&S#DTU9qPPPxoqosx}y4f0n$sIMll?%@VRqt~3_S6gH%kQPqcT^gN+TyF0j zd?&DnTzKEd`D&tLJd3sFUN+i0hQ997Jq#_-Wa$BTVfJr+M8z(ERTk&9`(})}uV8Ft zr)&Eb?+)MDK`#DK+eXu3<0rz`r!#O@T;ZVKTeR@O-KU56v2LSdTc2;g-WJ~R%0-Kz4Q><(;U1vA!pWq~fu{4gKuB~hjp+78X zFXzGTkn&0NYwxp`Kj9&L?XkT4!Po_CbJ-XyXV5-v#hJRwa(2N%2a_(Y@u9w4 z>m^;v>FyfJWCpck!%^y_F$9x5M0uIaR<(9m|JceWi%lywp>hb7)Q#xt>%+`RpwS-^ zEFMG%85pP;=3b5aO=xdkIB0J=6}Pd3+!wvxYpRO(6bgG#d%3uIn!)pV{J9@%m1h!& zu~CS5Y@_wJ+y_XRFbn{S&se`$Pzzg*DHcz#;lysLqg>7}`jHFG6C z&#+dw11-6OG|uckfQbdmmRz^-@P@$OvJTx$Ega6$#FZM|llZFVcu?CUPiz7GwCjYe z&LouUSVQ*suYIOXt-8qbEw4+FN4bg<52=>VXly$uPLhOEcLAI{mW3@Yf+gQi`Skey z2rU>iYPDw@KZWx9d@Pp#IO6sek_vicX~caDNPAJzplo`ZSRf$Z${b`Z+iyd)j5VRarO+vO>zVF`PHZ(IE2!NkLKGb2=zF+$kf^@D0KxbFa?8UD`Q?(^Ond zfpB2796s*mzyZc#OR4~u&jTHiW2RzbpNj45xX^WrX{q^#HXNcHq}Ake1;tqAR0kT< zo$CxinGkH|I~hzP+RVBxn4qv{{&VXW!L zFS88#=!{y&j~wvkPT}qnM8)dY?0vD%md`@zs|-F319P#TvX+b2eJ=Mh@5MMnDXrC7 z3FaLja--KxAUmOfc$-k=ZN6otMhjYB7ZS+TUkHI$W^mavhS_7NM1evuWJ14@82x|L zXOGxZjU(%zPpr-IEV9i;3p~W8foGgWLb>}?a0K^kWa7&88G9*fZjeH8V&i9U^j&a5 zTk*Keoelf^C;9@fvFju#kAJZ7zz4R3+5`(a9Q@q!!wb9we&UatOgDp)KY69mi*X9s zj^1s6#q86m^L9gmM*hHLQqN%IHEF|?-EBB?w(4CBwR|X1+ZFSlXMWnX>MLL1V?c}3 zMRAx2G0Yb+Nz^Eq5o4?xQhH(!voqaRIH^u2mg<0`v@U^}2vG{B#HCIRR`!}@u=gJIIkh*vFu3P#b7DN8^bu^HI?3r{+xhg3{YdmXme8 zV8+R{`#b)_cS4g1%Z|Jbo7Imbq%V+ z?btY?5^m0qp#Wzn%rR;)S7Q()A^aNyGrjSLNk=0+gH8~KWWc8?ho8TOOfCk$;v+Yq zudQO%dD_lWFt;a+Ck-K>sGw*9*!;{0tub8^v^Esl9GHo@VlX{2yvm#Ak$Tr zNy^f;mF7~;-px#_SRuK<Fyl{O}mVl%vaVMTyj5^G_&-KJ4U`*n8VmKlckTKFT z?mB5z%N4IP*2z9S;{^2LXXoRoIu)5Q=gE)6V`V7gr9pf5vNO z7AgtkA6ZMR^)KK0rmx6DiLTjGq>GGSr)dnbmnjgfY2zn;QW%4D`-caHBIs(>p%4ZT?Z!bR}S_|)(nm_|IRD1C# zYozDI!Jb6*JxSov$YC(HNeHqH%2R~ZDj_gTH$W1_9I58u{<=nvT|;2TNDiQdX?e=j zp*ixAlyezL7flTn9Q<}9@^@k%#=Lu?S6&3jpy7bX++*L*WPN!b z8|bK@hty7djHwtdr1EnJx7c{}q!srdR0^FoG~J=IWVpCerl(Py57Fne4tF6?tACG5 z$HOYlpZ3r3?-)AF2%T+X_atNYY_z~l*bw4yY=Xo5aPx~Pj!409)d<#FV#lGvY4};= ztuxbTOMUI+T$!vFU~2$<{y0x?t%1pbU3S+6t@RroG52Om*f)5(T`7_9G4$d%%*W|9 z&H_*Ay&$WOnu8H?Qh|V~G5#0i8sqHG?1q`EWQ~5T3+An-gruHNkwulr=(<#P+BAMTfFjK?|5>+T%%PQZ4 zyWk!u`r+nAA^L#$PhslAv>v@#eS8R=y){s(ON71NJ-=@-HQ4+65?6Nwlm-Ml#)z_m zv~Yg2vXdp}HD!)u80cqt9zVg&Qh@q0LCAj+aCjU-Wd#y&%v?Hxw~iMl-aU#!PPxWD z=ydBszd;X?Gz-0q7^-TRcos6YP_J~@{V+f^Oy~q!wusT(=H(I1Ao+?>4NWDR zBOWGOXu@hticGqhRlXcX=0$Di-@ZZ{ZV$$j>a4I*Rwd-L1VIrk>psHH7&1Vnj+pPMm*!QHuRC@$tjkvSt>$n;T5snaBff4LTP9FgcR$DLxaTxarlysJi zR5W&&j#j2@bQ-N^FV!K=M|1LITB@Uulz{k-+DA_c83zh=R}yx!L{ocdgb)4j=2@^~ z#I3NEkf52<$gu?d^jOHcXklzq3<+v+u8p1v7K+&gP960zGBK=rs&{p~^wgLA#b#TZ>~=Uh3_ zwH8{ALD2NNc0;4*KVS9V^G(BlgPYPrZH`_X7IR$)Gasu@&;C+x ziQkNxrsTT@nw>VqDLn*R>}0DpSMSzQ@h5c3cV;s8;e-J#D$UU?;ikuofihBjU^4+yR+K*tzebc>)x&v7 zzY~VAdCF#r#8KN9IBdHI$`j2PsE$@&%zA7pt(Da+6&(-544&3!Ch17UxP9=7;6o`( zX#Sa9mhfUQ0_B3rL%?3&SV!!j)Ny0D(vy>S>~ouxx63TV6zn%H223DhC14?^e&YS; z1`=79eq)^If>CBEJo(VOiDs8zb9OC7H4d;#Q`RECNnw!$5jGM)xMGn=sPct;(eRAc zYG4r-3ehR2n3-`Vo3ml+__-}9yN%9s_c`iVj7G`%oFK>g0^Tge#8E0Kn=RKD#wXl1 zqxl{+n=-nIJP{gx2gn_hpLgHrlW)Y|kJH)N>!Q%M_O!=qMzX;;U|c@Bx8ZQDNm}Rj zUgGnTtVq2CC*XcA{H$>n8k2Onc1Hxsvoqdjr^|Fa(l)7I;!{o)-; zop#)RFGBQ!gr{i0EArYYBc>&RDl-EBJ5akIR#*V2#2g>xfO1kY=S1%Hh1npnzYFWi zXu-zkk4q!<*RfaF>LyM!-I&H+uD0MVX6ki9Pd9kR*y^tIHvJtNf3-z~9MeLLFAiAe zV5-}B0~&M(R7IocFOf#`=JHofAQ633n7+q95>9KhKR>ha;}OI6YIp@hjEC;dknk!j zxNimA2{>UF19`!=T}*BJ7SK%@)Io%lD6|hU-h`!tZK)!QMwNKUG=7912vk%W5kt~+ zHn8e(&2~(vg%(oS{FMqKVuZ6XToa!e+n?b@&|~d*yppw~EAz5p+9ty_Z9Eh$z=NaG z&9F>V6zF`*c;!r)^5&&E*NIL7`F2nJiI5c(94i;JKw@UNX7NarTyjP2gqI8krk}1$ zWvaCqvll1BvXxkK%wiV>FLXqDYVQx|UZ@0|88`Hb6jhQxTRfR%58)6qLjsUw8K&_S zCeASaK{qwt2oN8C+lH6lKsdV$wr$zN_`|33s>DDzPwOJGd6y)zIr&0DY)jRIm0)C= zn?#kR0{-uRxGlEPWD;#EkXoekh6<}T;qqh&b77I8r!zt1r-V~-S9Ya_D||T#R1acA z6?d5lO3{pWch}KWXe}+`r4{|hrtP+&(BV?!)cgt%2}uf(NiqEl+>I+00v|{0Lz)lh zEB9h{R%U-eP`G&CPsl(dKzv**uiy#@$nxus2Mo9;zV^qnv9B0FO77T<`JxN@m*qGj#7zG5o64mn zsWuf4#X|_XB4BUeC0_V_HZ<;!4|lo7WTrS%n62Y)9DX6Hz%@c=Hp?{+?T-@JNWj(e z1vs-InOVsCm8k`6_lr`D!EAZbp$%~__tckN@;BwfWi$z7H(pdiRcBEeG#n{DdOa=`u%s0tKVR;zB z4GjCF)N%QuGxrWOVKVC#oYC&wfaB9WfkyAy8pY9Nd4~i%0Lm_NP^8JqSW>9I0 zO_(m^2ze8l0tUn1Pz>i_43?f2IN?Cy5$SEk2v6hEx- zrw3jy%y4r*t1foMkA%O{hREibfTaj1PVvh0GB@mTB)tg?Wa<*L$~!KekKYT+EodN(nIR zFMcb^jsNa+DYYTxE0Rig{~TCI!l-S9Ax|FnkU%T_fVLYrQ;vo_K!zi0bU1YRmCp&@ z;0iZU$v-FC3e&4C)TkdM1uRMErn$MRRLH9(?(;!sZJQbGs1#^mdUz=i9C`67k?QXa*p_JGA?Zqp#`u;y|a?56;vE<Zyv8nGgw}l#gPPotq=zvN|k0dpszYogbB)p?lI`_D=;{A zuQx$nyw+50^~`k#n?zHKUPgs+rxh#L!g5nH&8gsB+bMu@V%$5@uI$$8Ym@LZTPOTD z%sb$fGmgqKq?C%|*~)0jt4V0fOhNFj^z~y$G`8Hy)O%vefaR03GA-1(@D zC`wR{ox;+Wb#^Ik>K93%j2^S6fk~Nckfo%*JdW^>L5Icy4w9JyM^VY|3%RfW`T1AP zkD4r30==TVv)lWov)VW0nM%r!ljuhfsRzfwT-k4+1pV*I%?t@+`I&n+70bsoj2?j( zg>%Y@rAC>*fGfE$of=IAIo9~1CGlxiHA5tSMMJoNy`q{=6Gr5^HnX`}xK`SUHF@!S zr>zz(sB_aX4i9+XvHs=R*q63PT=9%-Z=S_4Q&CLm6kPPNP%eN&25F&IZOtBPgm6af zvSpWuHq)Z*y!WyZxtVa54Zp#df<&lrzy=pufD9!c=ug{m7b=vdw@JEmU!vx;(z_iN zX|Hn5l=u~HXo7a-{zYdg$d!J3u@K8h#b|cJ>ugjbS?jJlC{~X(9{bwQ(9?K0 z?obd@ZiH1z6NDz!$gXmry0w-9e{wvBI*CR(&KpFzy_~0oaGusDI3?r zWi?O_$;tiaDUwIxyGgGM-7YwDO&&g0$(=PZt~Y+y2R=bPX2j=@4%q}^Qf)w8e;xm! zw0~OBgjq<(2396U0F^-7VvrIvUh5!k5kB~|xb^Y`Px7piL1((bBwEfRXGGj{UYQRD zu%*GayU3f>^EP5^5Qt2?g9;APWH7!o99Kv>o5VD#n(rmFw7(zm>A*<${xcC|sfme$ z{sA39rDfqw%YgzQx(qu=i5O4LJ9d|pK9YbyPP3kNWK#)!y#N#nSiHz?j z&l9<&bd!&g@!Mro*((rZAMzrO9;Yx4X3(JUsIo0X_c&bHqg!_>AmG>?m5^Nkwrp$F z!eigN-+9$za#VxLm%RtnN`l|SXZO2Hn?@C*7FDg&6N|6V5>$4JBiGwQ+9;v7H@z#E z(1lBr$SRQ$2l*OqO%Tx&_u<3`GyHdTV`1)qYyw5s+)>TA7rX{X?4u79$W~0mbcr)# zY5I^jp5T1_0Z>#C=dLWaq!0@5=~jgnWpIZ~A>mp>VSKFy9z8Na?fM#)e*qLK-I0>2 zp<=h1y9aWTjulR!Ovh2~RGCDMs$c0zcUgB9Qt^~$aHM~vT%hdnukW_m8V9jRvv>X; zuW4036HliWJoPb5W_DcA1JR{cw2pSL!}28Thd)lGP0zX zX{cE6Gp}frPO94^MO3TyP+Ng?)Dt9jTMecNXzfpgqQiL!P0FasVs(#4 zDX@ZX#tDdSXcmM*LbEmJk|Zd9<`brpRlfwo!-b@PYR_)Bre`sA5+y4VkBBf76qaFC zf`Ty~+WW@^zgW8J{1O0KI6mB~Y9MFU`lvtc$zHS0D){Y;-j!Y1RNtrr1>=H7BxHB> z6MORPI3Gu6rM`Va9z@>~%ufHx)XDYzd{4J-lpy3$fb*Py_1Ue9SUVx)tD0;%#>SmF z$2giaG6EcVCwU5ksV~BFon%T!fmT9-9N;oQ%1v&ncZfEX5f27Px)ZHzi5Q!e;4GQy ztp`93rVf*XGsZDCW%OJ3H#!`Jd2;LJr0w}_zox4ADQVlK%1FdDXso$ajnEl1NCzY= ztgA6Rmf2((-X5SC5(yx^M|=H5AL<>7f9T;-bl9h+r!%!mnjI_o4)95bSv z@;&vDn6jp3L~JHGvdiC}bWx>F9L^uEyf!?(Vb(O(d6tMK zbvAM+EcNhk*!V~m4r5%N90mMAL^^O7p$+T-68iW4Iaye&JXvbbjkKX~)`#c658$a> zJx8BT>kEqzrozDSthOABDS=+U%w3!qtZ4|Y;dOzM)eK*G%s&rf>a!MjLRj&w>Sz<+ zR@`ZvewmB-@!W3la}%M}4JT+x`m{-Fpx$X&oi!V_^(Way9U0RSF!W~&E+9)Q)IdU$ z$?ZpeXWEI8Jd~}8LBOe7qi`hWtWFN|pd{i{Gwf-XVF{s>)_BUps%@O*Ig4+W_2KaL9@$C@-Wxmm^Q{&Dk?gM};AUR)xX zb{2o8iT-R9BVb(I=b0vHGGFu_+ek2Jz@n;$vPyZr*GPIe^h4lAavDPI8v{J!_|}4& zXLB{jH*sD^670G^(`)z<0gmlrfm z>Q#xUy@k2vl1cNb@G;fDxSeS4c#*V=2pxN1Kk|i$q9Wy6lZr-6BFzRs5Q+F@*iTzrrHQ7I+U$x- z;cZq26@dutLtya}n#=-!97Gk-@mT`Q`V6aVRvXY0@kqwA)v zEbG7o3qi_`p_P?qJmnw4N3VQ8o5CgDHn#@8dsDfQbL0=y>qiA60Sc@VR~)F}A^Sm~97ez$&0aeYMJ> zeg42@lxE&ney_#{>@kyj;!LKJT}`7-Qoo)`3N9sQd;XeWr506)#d6tjxW$&jYcSA2 z4=$=5S)FWk?I%*@u0ENZT=*h{y+OcwCwE40HxPMAS2{&@yz*^!PA7(-xFC^TJR{uy z_saeavBfSg)Zl_VNuo5_%^Lu_K9I>vPZX4RY3Ga7O@x%vs*=l1TNuy2*k-TdEr6)l z0tvFn!Eld@yJ4i5e}hmN?^MVw`b1U)5iWYE^NYO~hGCT!Ljw$MLluFicgW4Q!A8fs zYX{9s)~0!%8KWzKPM<>9&@t1y$}lw!mPl#BVK65qz2Py_|=k zhc7bB4@Vg_G|W$Hn}B}g+R5{x>@DPPT}6h?bETe;%j23Pws-mGdJp*u!vm~l9V$>! z1^rj?vK+#1!^i`QHdgVg!BoaPW z4V>P6NLfA@PGD%xolLKH4>Wy^gu4Y8Gdq?IlcMY@JWdskg%w z0C2K`r_$T?iZoTO%>9ppJtq>e++5HV6zf$sSfq{=6nErKERl<;>%tQUrT3|d&)Pl0 zbyS+K(tqJnCxVj#zvPVc;%`U`K?^`vsQxXJD#tT!3-AxbS1Ew*Er9hG#p&gj@6vw3 zQmizQes7z(N|f>_y;_krbZc?bifjY+RLWU8ztwMpdh5pVjaAtn?UGs&ZhDV|wuy}!TYxe8h)c?j2y zqx2_|0@deZy%z(V58LUniKL%`MHsPS%N(PpRtO=RW_k>)N8-dgz4x+L_rG+ORc9i0 zK-rnM?q%C;yLK{3JLt&YY*o$ZJMEiRVIlA(Ua8Y_TvL$CS73+{R_`{+?z;AX$iXqz zEO!ZwAT~b z-VW}s2#FBa1W`lq*n>oM+FI%t-Co_qf{s(WLLYLKGgo$njA&A`|K2bIrm-mk>wbLM z!>4pk29VOtnYgR#?~Ue%pChSef*hk5N(v&CPT<}}>r;WaDI21%byay9ROG>j`s-_?n&u=D8`3BR1PRh3_p;MO zQ-eNDD_s?g=`5f4y`@3JRAp_V8aUdK)TfmbK{i3sM7Q!~%*e7_M*SgGbQDs1F60fq z9s^PENQ_CRo&JEBh%tt9!w-8Qn25waz)pT=XojU^K0*iy-^LbP^>Pe(1Ex=OOF^GT zDF~ER(6wGJZ{l2rlGyz{HcBa5rI(@oR$wMe6No{HLlsnAih@re#TbohgckhCQPb%csBhzaS*y@1~?{#nx)7$%J_ z?fjU@kZk=kc04!N813+mJxh7_aVoF6@jAPZC}DnITf48XRgjzI5PgW~*xQf9@yrZL zJT{zf2?m$mS(H&<4byF}}*qlbX9AuoDBp^<&|N5Y!8E za*IplCi%{TESTt`rZP{5Ri&WntTqPj4TwlmKz9e;j2i_9^08oa$3O>2nM->CFE?b# zC{{H*JsnL$^_F50r>d!#Q!EfC+?pkzEcEhMUhLNPfJ;jc(P}}R_HWb>3|`DzH9b?y z6s{Cp^T0N4E_C1y93XGDjBF%D#vw9BqetIT5I+D(=jT+w+3X`NGA>d3{SN1hf$2RxwaVo!65)zJ{3<*>gVH}!*F2vM?)zV+*#G&qlaEC~ zyc>%u!Q4L>1+*Co^#>4z##c4?9r$y9>0mq!B;b8uALUjA4wHk%H&oiy4%7wM&%ZCk z6Uo>fePSWjH9-Lo&O+Nyx45)@w1dLz)U3d$tOMHEgy&=$} z^uIFSg0?!@^Uu`zf|mRiVFW~6Lem`t`~J`rfQz@Kv9^X(vmoi*AmLdb8Sj{*4F{*u zb(S&2cyD+8hX;^`7=`gl$41j*;C7|9qdO%CkI{Nt&+MLuQfD(pX^2P_^j|{j)zn|q z2x1FvfEaNkK6K`2*;g-)EP33TFuadxE>Q~w1kMXg=>zIy(A#3UXx}9v=5lhqOX8d9 zf74dLKtf()?k)ZOWW^=am6URqie!k_P|Ce+u*1Ng19E*2)#Vsk2|U#7 zgHdntwYZy1jEnt3H#NT0vdZtk5Pd(cZgS-=#Nw>xnWVz|JNM`ZMI-<4iG?pk)n#14 zQyR_$U5TNWzcG)NQoE)qf|+u|WXssXE01Ps49A50C{Tn?S!JFJNP=KBL#%z&;|vS? zbby<(CED8;HZCVi6UYIj$4HVrwXfL{_g-95jqL>9bT{nbL@K?J99_!hu$>hwG*g{^ z0>?fV&_HccErrU&lmMycz6T=qQH-KCbBEgRLJqV)T2vhN1t;E=oq2FBEx)V+`U7KD zw^-sqhc1Qk#%<7b)grriM-?z^UFkHcI)HkQ{#4?f#Z?prdTb;~?)_Cljb1JSudMPj z*Y^>xkDBz0cT)Njv2({{B^=@rWi+Zvmx??qaRF(gzld`wB-;*?M|FSZ{E(MUZA_>g z-M=35P5}4XYPS`!9`&gH{WCvj4;5=Krr1 z>|A^t|5rTl|NLg>{@a`XCUbM}{>CQ_w}iiFU63lMr}hh79hRC-aAA|i-V0!R-{ zLXnPi2t9%zz54M!-yP$=FF^DtLj6yb!50=1GB;d z+~(te!;L>@o9n)fXTMWNfwP{)xPu8C@U?qXajo&!r@`ICqhHaaz*B=iK|uNrPSL#U zksH<-i`p4g+yXvfb6mZVJB5m?_J_C`bMeNnfm?dFJ7;#Z%+18}CkqzOv?kEPrwpf^ z+vw@6vu`V}+(;M=@Wma(gWA_C0j5>1bB5kmZ=-Lfde`QsED3LQhur>&nI}jL(-5MsfG_BDf&iER(x)d! zuSY)t-iM=~B+O0s;;Op`y-+xKe!Bh5pw*p{$=_KcUxvKR%;kfOb7X<^VJA;QPcOsK zz@hyqX?);I$`@@yF?*TZ=mqbFWVzA&amtVezl#$dnN^QIaA66b%$oMJY4hMSYjSQA z?X)+7fK{@AELY7wGqDsW|6Q^ji`O+_Qd3LPpL&iIR^y(O@q6!8*qOFUHwIJo?S{$a zPkiYinfOuWNtoRw;Difp)3}1)g~b|Y3I)N7pI)erJZ@(A$Ey(j)vbnN5X7VnGTW(?{}*f4dAm+ zt`OLx4$&Z+Q$*v6dKO__oO`IzRVVyso9mhRpW}VE;De>c#$!_7@#CG>r$2Brr;ER4 zPR=iN5#clZliohPb%F^2dmx>cln>V z4K}(AzD;_bI#hZ-*lY82#*}=)Jvf2<0mFm?@0uPgs?wlz*YIJs^Xj8;%LnDsg$5Ys z>^1)qP3J9mpJ(Cvh?B0=^(n8*B`GDQ!}+OS?lXC1NDXb*mgs6Js!x5n=Kq!T6fjto zcSG$i!_ed<^&G=C{*TrTw+)s!NhwtZ@K{iagGS{pckc^^lDs0H4?J?owJzl1PH!9s zehyr&$&k(0-E|-8j>GF*fv>(TT??1VE_tP3=lqb?d!1OV{Ecg9Y zrE3fZvsdrs zCa>f2fT;H%T+XA1;^C9>QFsaNquN()H9fu5+?(r0Q%L!{&x%|FUK$wFmu?}~hIZdz zivEZu!**3&`#llHO7bfsRT(JG8h>{}9GijnNhX(ZW>xktpx^0^$JG4+z|sr+tf8`( zWaw)){2;Spp{a5}_gcDXrKWQ7;tKn<2>(s=1ADIO+VUg6*TpFXBsn(dY65Eb+UNYF zPfk^;WUk!5{gtlK-udK&6E4oAuPd5Lu^q<1b3SAlOeen6%^WS#J0*Y8$Ts}u{)CT~ zJ@;xxprcbh{P*K$m3F%it^gSCCyqTO%Q+gm*DJ^snyrSmr+;5tZ$IlKhU zsfsuC+z#r^!YRZ`1clHAj;QL^6TM3b8GDD-46ayQa5Q=9{fs<=qguqi!0&|NVE=-A zXA``CSjj{ar!)0>L(#SmszB$q>+DgSzbE%juwl;w)CQru(^isQN_iYBZX7kxn~EZl z9$&BFvK$UgsUOaJb_@*uG`TVj$MY{|L=Nv61fYQ^)vF_%g$morSWb8LdE2Si)dg>A z(GSNDc^5zSkE)g4EM5JIdimi{W50f~CZ}55u8VwBE}t5XtJ-$Fy%e{x1Gjfz=B~+W z9NF{XzL~LJRcl_jRP=FUK&|dWzoC3rw%#%`4PMqAn^{p+!VQ?&f7ll&(o24s;c|WD zgY+2O$@e3x=2frdYedtH6qv{EbDaXmJ-kB(aH zUAZ{!)4!`R4LniQ(1S3Q(z*C)JQ_sDVewC-9tp(>@}EdoHS z^$zFlC#y{(_kqfh6tz-w-JsAP_N8Cm<6Q2{c$wFh*e+Dw*&2AlvSqkIYdetl#vF;0 zo>fRME~dYlondXRQU&*jmC-pOLGI^8W(a23HdO{h!NiLD;!d$nW*S;tHHOeD#chRc zr)T`kdu`3t5lHdfG|(tgzE&FIbM9P-o(!SzJ$pVI#F`vfbUZ|RMPZY1ZeVH9|EWlfJCSkDqxtAwmm}j`@4bk^ zA@8@B`fjvjM^p8gDrdbQ=bc2T_>JZ+;|r*K0WMyX@LI>=ALg(1BknLTHFTcrUe370 zv>~Tb?cX`l>k~!gdoC%~LVF7n{@G&`F)}8X$D~rd%{X_B5Eu2`@c*k@8?TitV$Umb z^O}&?zR$0M$G9&u&KWnrQA23PxhS5N+|XLnky~H8u?t$G-N(G4-ox;(0LH;bNWsD9 zUG9&zQ60kQnFd_PdCmyMQB!*`;*{wtKIIOWz8BEZsoJ>%_IsSEQ=8k2bUB?0aowVR zqBsQ)S-vY!+`Rap(w$yTnYXH<*SNp%iw*(ikv{eKHuUg?gJ287gko6EG@>ZblL-U% zrJS9kIYG?Pbgt6)fyc>!@A>d(H`xfdyN-RjaA+++|D|Qc}VWm7G}8eUB$!*5V1!AC7k))7m`S zPWpsX=)A93C)j~SroxWMh?|sh^g*GR1F|a(t43Mc%h#iOqo;C#?we6vg#o$UGW6Mc z`^wpF;M?X8^<`6Ft96;;1s_SBU#*7jOCK3sBloyXu0y$n5kUV5Z~T1oC_U3sr^$4b_;2F zs`AKlR&~E|1Y02lJS6q^D11YV2A1u`bUUcRZE&wriJbcGSAJwk-T%<%S)tvFhhe6# zee5kh85DaiZWeyJ;cpX?hmCVJ?Q1(*+^)$j;?!|=6%rz6-iBTi6j-o{oBJb6Rkhus@UdUD6 zsH+3p#tFV(E0kL|m2aCpxU=^_M}oq|%wfZMH6QqnLW#ef%0KeQ);R4An zI*A3anZug@e&FCal&gDwS-OQ*mO@Y5~PB{ZVo{mlBrKEoXVQ@(a8?YJGFUVYE zd<$*c8rm>sEQ=BRLYBuJ!P9QT$cf?VX99ecm$I6AWFv`~Wr~|Nz0?V}vYvGaxBM8x zFmhwKwwMx~Z-iKandpRQ;w(Tig<-_BhoRdc50i}KiOoxo;_*dI{R1CBQBOj5-aWn; z^)S~d{~^>>SKv{FEUN{A)f3`=s~unT-O}Mcsvu9+XJMdqO+o7iRu|2kY3CBtGYV)F zRiGPhwyVeUDTL*|h7(s#(21`(esNg790{L8Y-BdgWxA)w4TUZxVXKd9WvJ2q^9{3K z;xh>}`)w<67!~vBwXOpyM?!q21nn{0o1?Yu=vNhp>m_HEDhx^}q zjYk7lW6?oxQ$CoK2Be^-rg~3mx_ibiubkd(ntTo$dfCh5mYZ`qvVL`Nuxi4z`nnSB z&ilm;(?K%%yOwT8WC1JS@#_|2nF_jz2W0D4pg*6fjQHn;HBUcpnRZal?gK2CeqMq6 zd}cT31rFbf0_~|8h;zCPI=IDHy214cmOmZbLVBiG+I6>7eDBeD4!Q;3nwa|7Gzn6F zqpme~_+9k-yw1f|6Gb|1To(C^mZB{kvaRqFckjXuWo#|mh09@t>1OIoOXQ~B6EAegS%-79V6EL zuu3w#4=*>H)j}!TH5$G(`*rhoz?F4Xx&e}3lM!*w! zKQkK5X!yCThcDKJY9i!+;vtzFPjOAIQDI*>o`%F>bDP*IVi&H*jbA{G2~Il)j0qyT z8O=Wr(s4v{yk&{xfYC{|#*j@t!&G1Qhm2n*Zpx%YQ{J-#Cxmru1&VL_E_z1(-U}3W zCoDg;`)37~pUO$x3MT5GXzzs0+P`mwRlL>1MzJAw6_|0_zrz1K@}Dt#Y$SRK`YNW) zNSop_XqhSQb6RKJ&6qy#_}p#-^=q5n6<2F~Vh8VEt1$$Go1x@vi)Q4}r{A9jHh7#d z0*PYCgsk$)UEb%baN&9?8yO*ENd;8*qFB{}nCcB6<1Jx4)nZ#94hEH=?dLYx-_&x;6LvQ^ybJz>RAk&-% zI>(;NM??Ps1BBJJK``73^s)iel{8gei%&x&@IL1k9!@w>HVj2DSo1#n=;|pk_ZA93 z>8*KLMY27?m)l#hpsR7xO=;)x0m}LD5$K9C9qP+oM}XjVQwo9sWrclGCeVvdaj75q z87TM<+R3F!6WP%6dmd;dX!|SB__9EN)Yxj={VN*^Iocr4%16mYbI^2Bk+S zf1^WLAzWgGEykFa&o?9k0adNoG3Kl745;~`TWa${=ezc#H0h>^UBrRz!^1jMEF=}= zGrJS5t0?4LVr}cO-2w<}@e0rQ8jyN-i7)-0`rkT}y$%}vVv%jeyrmgU8SU2@_yvb<|q(cPK(UGC)peA$=$vBoF35d(} zLPT&o)3QZfsC4^0W8X2z$$L3>SoWXq@%2#eC0xeaNJLlK1Fj z9Skct;AVN+m^enXQwH;@snErJ(18EN%bxWE=nj+(=b z^sOd^Mz**Sg-%j7OG@Zt4HF(5Os)4L1-n|@Jfe7y2;cGK#zHL!Wu~BO3TFF8=g>*F zq9A{})W}o0S6_wHXiT{65WGyK>T+tCV|F2zib$pEu#ivWIM4EP2sXZ|5sar&`JN78 zv;@GRF_Y!OsOtiao)o-B3cVT;7>D3E9;NN;3_T1Ntukg1@W$cbh$WeLeTqfydra+o zEL(fGw)8u=OfIM|y`toNE^9mKr1AVmM7J=J+u)Qb-rco1hWqg@pbQ~vrleI1K|#nm zK3h`h{?kSu1VwaAYVJ%nwieU}c7|kdjU#ukyk?NhhyMO*2UQWmj!*>ZvPcbRA>MJc|d@&9x7C>v) zpjPhV4 z#tvU+C|MQw{Xl;E)_A(6etQz7Z4^L({13?Iz}%VkL9(&PmRz<1dvUc2ZGMmVEKj4V zKWhn=)jtjD6;@6sSJfrv8g{C~7=kWCU7~HK{TqH4u0s-j(~AwQ`bGDx(OWGj=1+4c zY|?GNjz?iSUg(xDwQF}pWzsZyXpxqli!2`{+7`- zj5dcJ(s2n<`B;vO9QVZOOURKZHpkc~U-n~|Y-qKzmqDIQR@rih!D6MecI0>z5( z^5@jCYCg%SqfA&RNz_O=g1&ffwOmR{P3^Np?G*Z(!{&@Ha2ME4_^S@fXYy&&I;OFC zCoR&&MLI)|%EZ{TWYKZWWnxu9PsZ5h%fy178Ra`hrNz#biDgXS*3&9laG)#17XjXT z^}=%~C47~}8KARF>pRAVw?ySlz^4+bBH=DtuZ2m216QoZQ!1a>ygp`Xu0k+O%(HG- zqO#O&{Zkc+(p9ycuLO~BHw;(1D)8#)P6cOt+%`lUDd`6&5O9_zS<#sOw~9LIl1(@e{RFRK z&R}{D*~Gk@3t?dKyY)=zrdTg`yY1?JP|9z7HG+XSKpdY)Uu14?!+_X}&yz7{5b=z# z+Oo!FWTYFEZh|-0sMpPS#_9L9)!L%F;2DMrN*1hLYo#SG;E zl6v1tm=GV6kb*{hzZpi#GNs7=XnzHQCO1rk{*=KO+>JQPm4vn-TuH3PqDJf;mZp=? zNN*_DNZSU@NSo|O+VWXTQ#yPt#6;znm0UNi`TSrVC>o0ma9Aw)O7^FEDTZ>zu$^n{ z!`Oo-A!7wY;@5>2NC^|7cU-qBdpOdT(R{`l}~L$A*cYJr8Xj8_8`$O`KAQ$%o}i zj$4_Fq=d!K#WtjGrzN>M{q>R;ZUEg`=z5}j`p?H_Tv`>`SX=gD{(iZ%zViq9Qcz;b zi^VjWxfBf!BC;=)ij9cXKdy?g%MTcj4MOq17f7$%J@XRl_<2#R>)q#Sy&$dy*`hYT z1&$4wIcQE(%vMwVjm~>dg%Z6c14Z@Xe_!Bh{-~GS;d4P7!lxFN?$Vt;gQt+R;!j&` zNRSOVw7n}?ZgwMM%Vf)Sq$`_oiFffo%mu?JSY8046VOF8^JA8b>0F zq?%fqmEEL4H&-qb0YdxKh(XI7M1uBGNb*O`mGi#&^}&<@%5Zf-PWw5K!>|2p8zN;! z&Mnx6qmh33yTEvVKmAqW0V8z}OPqq}DPf?Em#=NGtx3#Obh^X87E~Sdlz&?AxKJZZ zavG0YkKYI3ygoyK3n}84;{6zG1;`QYb740;EW^=P#gaSd zIY>7fUsX`mbgd#Z49*sR5tm)w;(OSOoc%Q>OX`^FJ6O-n#BJEepW;NluAbbS>_dRR zQo52I2e(5X97MIxetZjP-DtmW&~>I7Ci{%rS~%#>w^z%+7V(y1E-5X|*yksA7U~na zD4G(fK)iV+)$`^@}%umRr-c)$0l zIvp@o;$0W>he^Y=_VZ(-kHUie{eSoe&-D%x$WZ=Bt&T-(Fw)|D1njz!3_BP$Wgq_H10d2fAYE}bE z`X!=EiD!}Y(1T74Fg0KI=x$1~Y5x!)n9ia80tu)rlkDuyVFnVo8eAng*d70_Hve+2 zu2$z78&N~D`~!R5dDJ^@X<@PA(MMM(kN}sQIAO=ywWm7>YWmyYv2QsJ^!DVFajq4% z=F-jkkCZG8&)?kBSc!(T;Wm(B^hMk_TcAvv6RK$@*=28JJO!ee;}T_@?CVmoTe<+9 zK+uAjSc{WB+mz3q^S|C0ec`A^XR{V`RrQiZ9hQkzK6g<&ODHM-sU@T>O%7BAMI=So z9aDt^IbP+sg7BJq7i6L@EL+fDJi$gQebaM!s(A8FBzV*J=PT!9#~NfE%iTZzyF9%w@|<2VZKfw1C^95 zS7Hw0qJ}{wAqW^uQs!klt`pL_jpyP!}RslR3h zD*N}VdaF^=9#jA&7Qi0C94ZS*dP-bskwL!>a0 z2vHN|AbJG%jdOuGF6EB4}OF^?J}T1+Z3Wb|e09 zmD*xt76=Y(4GKOwG&Ehj{OfJph)BeT-qRZa3D-KFq-?mtFtA|Qe3#z@o8$@fXk3`D9FX-unyNVzgLF3`PZl!p zwHwuerB^$w$)f(!^WF55YJV15AA;=jU*r44pZQ>6f2exQ^t0YfPLZD{|JM~7Jt8HA z^5h(lN~=?`IPWDt8CvXz3}tAWa}~d!x@G$CuIe09%T{iI{?+clgM&k7FW57;x!T8@ zz{rIl8rMrS@>uYb-72cBE-Sp$MC&^L_56KuR52V>`PReOgu2=Hfc@v*p#Td=1D8}y zp+42Z@@0SVL;v!?l`4@I!Y29j16%%;4OcTDTUs>0=S-r#8e{=caHZYgT3E$!0r)Lk{DR<#%iInsuMU`WW7e+rI`yTH#{%Es51H1d@DI32cD7 zY2ZBQ%v>^jy(;r;?bWN0qfcpPAtyUg1&=I_yPi*}o%~#Co_)HwXR>NJlAzgtBLfto zr(5@EX=Q3;HZ7OEIjGGlP=uw+(0Z0&kyyiZ>)F}Rp)QK)>0IISkri3?>{LvuI#cet zxiyS;+ba26T%H+3!2PiCkdJj(1UwFOUhyttSBq)@O@JFhuYu(%lPffD^iSmvz7{Z- zZb+!J?Hpp|GC^lft?M^k>vi^#7!>U6Lmo2W?>ViJ$?9Cr%MQ!9$sR_#NV+(yb+1k9 zfmj9z90U^}v(^--^E1e}V;e3$&zy5FkeFe@Q4_!l<&1XER`9(*6pYxmlbHgLB&Yg^ z{>!HH)7oK2woW$9kr|&BSV@$c9LGy!nRXv{u3Fan<^T0Ku4ZU3B{bdt=Jc`X_*}IV zCFBR?E9u&yuYMm86yj+7LPUg~)UDprsz(pC!Z8HradQaNmNa5sb8~yc`pR{xTR~WA z;dv%$gJ6*;?Be?mQLooYSfUe<(CE7-S+`?-BjVF)*5+#cXNsTClX$JA+i~>^;aLZ0M71*>AZhD8xe)2_@GV<}ZH2{+uPtCYLhMGf5d z=wvB25lbnb$#n48oF?Q${wx(mmTp>x7BtHcnYRRg7EMUR)mZsO67OLwDUY1ulD{_J zowpyKv|Vc8iG;kq$aoBZ^poGPo?fgPh)!*OS&5}1l~{e!G|*u@YAP#S3XS5D_W=)o zpvq3BQ5AU=Aqhg}+al#)j2T`a!u_7tbyO8BMnb8s>ur9ump0__cM7dXuzTYx-!z7|OkF;| zqt=gkUGHPa&uTr&EG0^q1KAR8;UlUI`!+jI&_4v;)5c6f%m+Du#ZliGo(w zL@`#2mp{Wp24M;S$r%s2ar;UQ%y zjLmKc^^4HINwTS1HPTAZJTQEVCy^;kXC6zEuf6+%zfh(VN*|q57R0K_3mrC%|8}Y8 zFV47PmS&*xnrXZdMc3j6eOx{u_2sk9l2{d#9UI%1u3X4&+n|oQ&@T*7#p|AGiW7$0( z)zFl@>1z!H7R?<+x`}m~_zAr+kuKvTEFiMNnhVGQqcz2D^UPsviLM}Hi;+jwxYIo)?Dhv zQ`-xY0ail;VD>u~JS?llT9dX&b!V<#Uu#>hMkd(m&}Y7Qi366JaQkPsPEkBq^J`D^ zegK!9d-H3;&Wc(Zsw|v~Y-e#{b2}tO8O9%}_TP;_`d=i+>KAjIs66PXr9#qnD5RTp z1arJhJ$ji|e%0-MW5tg#XheME8qwElkq;&H@=AQQ{+y>ISRBv6cOq-UPf6Wf6UbH1 z0A;MXZ^gNa`W7-V`k82N%&)r_=fIJZN)C+535WEAFs-827uel}WowLhFNGOt54E^n z#&GN2Cdb~q-~Ak(4ZZ8tKfXa%!il2aiLrsrvy@0?{}>;>_UxB2IO{%vHJkB7U(veB zMiGM_KH|mK7<apvS(y;3jE*x|r#Lq(nIrlw8SpdD( z(v70hC~<9{vS=HUWV%f<&rORBn78EMLwC~4l*Osq`h6SB^rE!CPU4TAOlg0I6k`?W zTb|PEC93^L6npE#MG|7eSo;*V;+cE~Dvk=IdvJ}}?XF=Yu}-#|ve$?tldHv65yPw8 z&}e?#(=2ry{K4F-q2DM)B4*kY1C$6SFlnGRD<<2f#k~oJd$G8K4raZlZ!dc8cYxH< z1ypq-9Ygl0UV-kOFU4eZn*LjKoi2XVg31b@tWP`~4EauA3!jOU+pd}W7ng>?Rd*sc zzYRm|s2608hh50Ct16;D8{2Em$RdTW;ISLkoGlr<(S4#Xyz;V84bd~Zz@CXO)@J6c zjf#EB!d!LwiO{2C`?kj@GouklSjnWxx-Oh3M#An*MXPXD)?bD{^Wh0YX5yL6J8pq03JF zp}#1LbIN|WfftQf`6#C{Hl*a%JlW44nQVv10lGr<)dP5Z&dbtmkI;T%` z8;Hb+gdY8ZRg?{LpK_8e>$bRPx_ISCy_vBxHm7W&9Ww5a`*%_0!D!K0(af{n^12N3 z)#2F1^16c9IGxBPpzTgZVs&is^wffl?$GU8#DSiFZG`Q9rxtx5!<2&Xq{!F@jh18# zex^NhMs=Q9I?cQIZ_))#m)k}M2$BAzvoum_{(f6;#%-EX zH7KOR)Kwy?keZJ#+U?YT_o_TK|L|b*^*4|nPE|6Cg?eqCL zJ*w&R*r_z1;6sqS*q$DgdsFGXvBsWjscd1*rpt&}qI{W|(zSx&a6|gn zi#l&MkAd(|U)F(2vD8X+;K}u0CZ@r`G7~UBdJ#HR9gcxPQX(R8PL=HxLa~wN_G-V18Dvb#bn$bKJ z_|?Hhk#Hb9I0dJL9NArKAG5nAor@?<&8KG_N#`#^>g`5zbT?0Ke#c~U`_GGmMsi(E zpIRU*mYKrPtkx1&t#7qgN1Q8^nRQRK?c*xOvukUbFa4fI0$Id8^gYTVa z-o~K1LQ99b!qmT}F|r!#rSt&vt(d_{YhOF5kP_FD#Bl?5Q$12#VV1y^S?D#!LFv*c`{TT3K_of5ON4uJ%Klvj|K*Z!4Ob6Bs7Ubx!g$(t^gN+{w@Iz0r0;Xm>f(2eGZe8 zgPp_Ra?tY_;{V~H^q-EQ^5>I*%A-;LtowKU?=GPV|HOI@1K_Z8gB1{{ zb8#ssApblLC>nZhbx`#ABZ8t)@N@s6<&mi0Vub%wAsP+)GcK4M0s&7dSJR@ELqVZn L5fLpzZSa2q#BId( diff --git a/result/experiment_result_25.csv b/result/experiment_result_25.csv index be7782d..ac59c91 100644 --- a/result/experiment_result_25.csv +++ b/result/experiment_result_25.csv @@ -1,26 +1,26 @@ -,alpha,percent_search,is_RH_ratio,is_FH_ratio,4,5,out_w_avg_salary,out_w_gini_salary,out_f_avg_profit,out_f_gini_profit,out_w_percent_hired -0,0.3,0.8,0.75,0.5,0,0,3264853080.7861195,0.07448611065757892,27068180827.948566,0.028471074467998493,0.9926999999999998 -1,0.5,0.1,0.5,0.5,3,4,3637864305.7383804,0.07297697986009385,30978395677.329544,0.025035570583021458,0.9932 -2,0.5,0.2,1.0,0.75,4,1,2179839879.06716,0.09840417843256091,14870250970.957703,0.09615406368119288,0.9886333333333329 -3,0.5,0.3,0.75,0.25,1,2,3294909225.056388,0.07458035794885493,27529372104.086937,0.027549550048933245,0.9904999999999996 -4,0.5,0.6,0.25,0.0,2,3,3716906250.022679,0.08529021609092702,30937889107.04533,0.025723945674350865,0.9942999999999997 -5,0.5,0.8,0.0,1.0,1,1,3869912345.136378,0.09546657392456424,32080217202.03705,0.02533111889073941,1.0 -6,0.7,0.1,0.75,0.75,0,3,3323780234.219529,0.07324360974831064,27481709495.610508,0.02827211821311022,0.9934666666666666 -7,0.7,0.2,0.0,0.25,3,2,3890360391.8347297,0.09312614979722612,32025419370.64081,0.027331743681722087,0.9998666666666668 -8,0.7,0.3,0.25,1.0,2,4,3724730633.529055,0.08585608644546336,30966818797.24322,0.02556013680036385,0.9997333333333333 -9,0.7,0.6,1.0,0.5,4,0,2059080141.3863091,0.13011386291850205,11919309572.784859,0.17383571880300247,0.9850999999999996 -10,0.7,0.8,0.5,0.0,2,2,3558046321.01991,0.07852769877145456,29326434059.91672,0.02645991757420794,0.9920333333333334 -11,0.9,0.1,1.0,1.0,1,0,2217056469.2871513,0.09085566892663295,14019663732.042246,0.10640474650259805,0.9943333333333331 -12,0.9,0.2,0.75,0.0,0,4,3288880578.2219296,0.07786092688764147,27583988860.902683,0.028509652392809604,0.9885666666666665 -13,0.9,0.3,0.0,0.5,4,3,3879623567.573062,0.09407352725749332,32151544223.643482,0.026003986467554037,0.9999666666666667 -14,0.9,0.6,0.5,0.25,3,1,3577219455.771972,0.0785081831642713,29903884548.088444,0.02491509062583037,0.9924 -15,0.9,0.8,0.25,0.75,3,3,3710277766.924487,0.08632310052044662,30554824167.139378,0.026183286845803396,0.9967333333333335 -16,,,,,4,2,,,,, -17,,,,,2,0,,,,, -18,,,,,0,1,,,,, -19,,,,,1,4,,,,, -20,,,,,4,4,,,,, -21,,,,,2,1,,,,, -22,,,,,1,3,,,,, -23,,,,,3,0,,,,, -24,,,,,0,2,,,,, +,alpha,percent_search,is_RH_ratio,is_FH_ratio,4,5,out_w_avg_salary,out_w_gini_salary,out_f_avg_profit,out_f_avg_yield,out_f_gini_profit,out_w_percent_hired +0,0.1,0.1,0.0,0.0,0,0,3964054687.4268475,0.08720663778245505,32888833432.274235,0.7063055988364291,0.02573588115431101,0.9999666666666668 +1,0.1,0.2,0.25,0.5,3,4,3771613705.088724,0.07954486986586938,31868416681.904884,0.7486264770120516,0.024921222378351093,0.9960666666666663 +2,0.1,0.3,0.5,0.75,4,1,3584820695.7431035,0.07319267750272562,30385929071.529438,0.7768847955950473,0.024373996254554064,0.9958666666666665 +3,0.1,0.6,0.75,1.0,1,2,3408013297.120691,0.08699814562875076,27485267714.345665,0.7779103018269108,0.04309196337844635,0.9709000000000001 +4,0.1,0.8,1.0,0.25,2,3,2540634743.6358457,0.05369244039646588,19646121099.463802,0.7791622239510231,0.041099371568935936,0.9961666666666666 +5,0.3,0.1,0.25,0.25,1,1,3822529021.562453,0.0761493282211473,32764211314.472507,0.73924191031523,0.02429009889320572,0.9944666666666666 +6,0.3,0.2,0.5,1.0,0,3,3607254045.656348,0.07610097626526957,30641750291.150898,0.7749833336482536,0.023537073789590485,0.9998333333333334 +7,0.3,0.3,1.0,0.0,3,2,2326166598.3574433,0.07193946514093447,17174550354.996449,0.7498407860386497,0.056183971569819934,0.9906666666666665 +8,0.3,0.6,0.0,0.75,2,4,3866291501.614393,0.09685969668328769,30553633014.9875,0.706168605244585,0.02919183959836508,0.9999666666666668 +9,0.3,0.8,0.75,0.5,4,0,3302765119.010196,0.08739879310155402,28973869596.09232,0.7727757803240185,0.03792936672857634,0.9674666666666665 +10,0.5,0.1,0.5,0.5,2,2,3635164347.9166718,0.07223238071369359,29826975750.47325,0.7640343077593824,0.025579797905849556,0.9932666666666666 +11,0.5,0.2,1.0,0.75,1,0,2145814519.6934304,0.10630648602237686,15121756598.665697,0.7429493087241388,0.10024898712596307,0.9883333333333331 +12,0.5,0.3,0.75,0.25,0,4,3280215776.8779473,0.07392344601920621,27535874923.18503,0.7742386824858348,0.02778184966327841,0.9903666666666666 +13,0.5,0.6,0.25,0.0,4,3,3733053371.543826,0.08542184529182892,30294457718.652958,0.739994385787595,0.026143624669807606,0.9939666666666667 +14,0.5,0.8,0.0,1.0,3,1,3868081665.235581,0.09524632405793981,31123061915.61634,0.70811665076265,0.028232860276024917,1.0 +15,0.7,0.1,0.75,0.75,3,3,3330590377.077554,0.07324286087806994,28009354984.178905,0.77101870101639,0.026522250255100542,0.9938333333333332 +16,0.7,0.2,0.0,0.25,4,2,3879923892.405111,0.09287772214905302,32077456261.107548,0.7092648986079924,0.026124849236665932,0.9997666666666666 +17,0.7,0.3,0.25,1.0,2,0,3729559649.969672,0.08472110828756059,30574439942.61938,0.7366900948997877,0.025480143774951766,0.9997333333333331 +18,0.7,0.6,1.0,0.5,0,1,2019860002.646692,0.14496429252217075,12716899877.15417,0.754715476782345,0.16283168991147254,0.9836666666666667 +19,0.7,0.8,0.5,0.0,1,4,3568806095.650769,0.07871915191895583,30032167448.892323,0.7629522316567776,0.025065573066454436,0.9920666666666663 +20,0.9,0.1,1.0,1.0,4,4,2246819785.3982553,0.08289906596938025,16391553824.467003,0.7373396218956161,0.07195343604986927,0.9945999999999997 +21,0.9,0.2,0.75,0.0,2,1,3330876703.8792706,0.07610629773949494,27674320366.79667,0.7742527429660275,0.028118070033153513,0.9895999999999999 +22,0.9,0.3,0.0,0.5,1,3,3880659664.8644805,0.0940375231764736,31799708717.90585,0.701975186568906,0.02633369365903764,0.9999333333333333 +23,0.9,0.6,0.5,0.25,3,0,3572889817.877089,0.0792317259747448,28817388267.385258,0.7624308348187311,0.027316029066635297,0.9926333333333331 +24,0.9,0.8,0.25,0.75,0,2,3702065223.334019,0.08670772960451446,30971934313.33295,0.7391414945664546,0.02459908627439125,0.9962999999999997 diff --git a/result/experiment_result_25.xlsx b/result/experiment_result_25.xlsx index 9b07d16925ebddd0ec46da04de5be264a9c0fd26..d2fb891fcc2549a03d11b0764d598e6d5d6c3ece 100644 GIT binary patch literal 7775 zcmZ{J1yCIO^7UfDAxMIIAP_9LdvFgyg1b8l!9BP`fCLK;K^Auj?(XiEWwC|D;Uo9f ztNU)g_n)bmsi~UN(|zjnuV=bd{=T9L+lz!X&QzjG+_#OdBi5eWflz7< z&Em~wF&1;khuAIZ1Z=`j$^NP^Le8OtOA!99UOXH;v@t4OLNBsK9yoby9ZUJ+ z7co-;dj!5hCpD9l+k4_x`Y!21i+~A#A#Grie+nrJlTppVSP0+8el}NhE({62X^s@0 z&6As}6G2u3AWOV6@y8`XX4iL;!gW)U8@w<~Z$|FI1p_3`5<#&^w)K#V#FQJDz1Ntw zYIsx8yN;e@gMo|aZE*d-MeZYY%_^|@h@!XpyWRR+du`UgiTSFVPV@X30FeF~0Kj`9 z#@&_`XlZ6=_V=0XH#HD#9hXI3eBWcxxVr_+4!xHyEOOnp=3-*f?`veAR^Pj?Wm;m-afAf^oYfHKO`*a%-wK-b!oP_o^^Fyll>Kr z*ju7P(8*7BX;VWV zeI`rM@eiun4hEDpI}{vOFNQuuo8`jcX^PP`hSi*1+xFZot_qut9q^N}2iU(Q(W3Ml zbtv3c(hl4B(AoXd+CoIbrf*_W#y@btCkd%Z7M45p0)-t@fImZP)Xf{#4atfcTm*93 z5wCBZy7SfzO-4GBBCe}8XLe?s+qUP4q1NPDjhoKH7R%!cenhJ&PhI+~fzvG0(V}&f zr))m0OvQxvmW{h(ww)@6c9niIO>`oHOE(umC*W6ACKcAhEiL_0EJz z-MHB?hFTS3lyCh37t(=LJv&Vd9*k z_^4wG6YA+LjgC?1YkL7aXMR!(aqlr0EIyx>eeC!e4Xh++L7|acp*J?Rof+j!)4T%H z@_{K!+tbVy|E#8-OOkpenbptSw2i}CD~rjFCxVg@l4`9&3ZI9{mYf}ORnuFFvySIe z--gn^79Dn3;_yvKGh0h`G5G4a6!B)d%dX3W?JaV?)C5euWjQxR>jhj2;Tq=;E~cJY z_b)$B%hCnO@Nh?x(4UEgq`acTE#~u8l)-yo%wK#+pAtPuVtsWZ7awa?O;ZS@8`uU8i%Qk;apd!CR12OHl<|HJ^}!Ud4PX>%?Ic7d9s1CU&lU8Bpg` z9BinK+dJW|G+Bdl_py{KQP{Bma3tP!bT%FfCqbX*>Dkf9IGlF!5MH@&kQ^s1#QRMB zF4>O#z#;Sd2H%hw4qK*}OX+C>xovE^LXiV@PUPHgA5mL_HLSCKgmMZOk+Y*Aoi>sS z?|8bS@g(=QsFVkK!97ka@^qG51^(poWAPcwKW;o1%ATy}q4BZkn2OX{m9p3AzAa~4 zoa1DnH_>z+>F@ghN@SSl%ldhEZz-I43b|Q$6%6|Jk(uUYoP0pF*sF%S$ib60-KhJf zI<%-mAEwNBB5*UsN$d~QF66$4?x*KVWzQbL4&=T5p)iTdT04xbxCct zbi8usmBWro<6b)UYIaoxi7+_q`*->RiZG!TooA=ou#Ec5ebrp7m-O}&qE z=(;}WaVOs7TR?2|N!7I5o1d7t-Rn@T$UPQJChH43%b_~T4oMyBk_h$iGDx-f(yPLW zZ)aQjib<;8uwm|$34h(xkoh}u5J(mN?7g}nn@%qRV_c56LX_mb<6erc!PZ2=)>464 ztv!h06OkSDd%jMqR6L84!Bw-$4t26Ib)B<{Hfy1p7fNFfAIti)FmRM!qT|Y#BoP$I zagM28=LuxJ=~TvNtFA-R<>^J69r@x(mi@`;DD0wG+#)c zy(D1YRyj(Ddxi%$k~Hw{1U}HTfYd+r2EFwRqmkjoXqhmdpCnUIh?4#!EiQgU1qKoo zf%De!aiaC7sJR=a0K4E1?4~mWgA(B#LLAN#^B-uT<%@LapO-d2j5HIs(HY8jdD>?% zzkXcOpBAbi5R!uCeqAT84s}WMZ0M9MebkyIzh+0&4})ZEKOrt!Z0~Wdm!)`7e?;lcHJ z5rN!Lq_f5l@`KQJIJD%wEaYg6!J?O=0X~&W$s7vv+8#Cpqo50_qmI9y(v)7|_bKPS zuhV`!^{&^ljd{3qe7w5bxU#SIxH;I~zMfjyGFl(lO>(9X>L=-G+r?RB=f2R$=7y=u`FA}=E_5GH+O5*gvNEwl~2^J=_; zwOn4PdVE{cED;&x(aaJdO~aku^gXpw^Bz8JZ-2QLd3(EwmVI~GJh!#tz|3*k{;=U& zr3dJ~yuI^qYHNBNJA>{Xbvf}1-?Ut@KSF(>;9pC?)BEf@mhQ-Fb6>Y6eIEhsltLka z`wwk|U)I`uJTVM}lWTA6szY4E*XsGw)2ku?Wl({39)SWV|$>Z*Yptz;(zD}a$IR`lLR z5p`G<&^G12ot6fx;hv605E2WONLzS!9wq8O(==QnsIWuezNT1UnXgqxwXK>&i?QMO z`1)2udraP|0a3BUgH7%^Ni=f$&%|E+8JyJARu_hCe8C4BJSu&U$7hPcj;>&Wg&vSW*XOOico&u{Juo$5mT;~!v z^OnFSkP!boAmieoo9Ei(8r2Z}Qs#$rzEcRSZy0BDKBGC-kId;Yu)*PZp`}z?q`O`I zJc~EMRHaDNQl3fkc_`2R6O9?NQl-1RG65NPx-%O@d9F&E{y_NMc=Fw*n=%<~16W8y zhw-!M)@X4(hH9^yHUz8nL4jrq#FoVE0ghmM$G8JNzd1 zIStQ*NJqjNC!s{}{VUSmb9U0z%qeSqS!{6Jk_3IDQjzWq6`_NK#-0M-jp}q`jwZHR zNLbG5E?lak7&hXkWEDA}RDi~iG_T}Fgc?atXj0i2Vjq)=C-Q>)@d^L(Dbmr^%N_C_ z{Q=?F))7aX=D3*KUD-oZ_df2G`h~m*PaAwQ9{+IFJ55)Vek&&;Zw2+d;^w(8Cehyw zs9&NUsoXP!r7g1ks^(|lW68W;Vea{E=-TVQM)iD)26FN7Rf{V8YPUe^dIoU|1F}?c z!M`4p}(h5t^h|V}PkDe-+TQYk#$Vh7X>`)BpYdNj>EydWH$dPLe6n(K#EG^SH zsoC;L=htsDx4a3*WQC*lcG{wqj|RAT!_EmcrBeWJ$KB~e_rEBr+CXJc*KXIfMYQn@0^Z$Qe@*%B=18l5<#^VB1}Jn*DO_CZ8M|n zCagY(HXIy0>^vVb4l!@^RzSG~ii|WB9gSegGsA9wAlr>AKHbK;B3tg4#7SbOPz}tv zBpNq@=V8g^=dRzzep5r1)HI%!ROq$_}94eABO2lDN&ryyS^ zmK6fZi)T@z>}0J}Yv28Pb6#}O^&5VTIdur;rEs~n82@BCrr1=08w!OeYQGj>P|}~+ z)QUZLWRw{-|tzbr~J8+swHxEA%Im{VqkDma&dXMW}D0 z9v>W|S8oux3*AK7cuG5zH?zU z{r-!C8s|q_X0aQSXG5;r&HZIWZ0lFj7Y;GLXz$QfF(VL!3MXCJZ(hx3t1Tdikc;{i z&dV|`pxU_M-t1qhH!lv4f8uNn2PQQRtqxlW;T4;|Ke&8$KEw-8=$SCg&g((nf?>ge zVwiaS#Q~>>4bJUoLX~s)FvMHBTNR#7XTv|fke4&SHwpSW1mZ;`^>Bey6tHULIvL^G zX`K;w)Gc~>!JoO3=dmVSe2BUHqyz5cchWdfPW0!4P#Z#{87!3)GbO_nZVOgsFM>;USh{2t;-i&ICbKQgzO(B-N(?52hCH5 z2JZ+C_*~rvl7C%NYsobZ(-^hAkh#(3FeA2i=^IS&YtE!%i7TG0plDu)Ct1_`J8%fDgnKPUcy<2D zl%u$5Ybw;curDPGuzyd~SU(qY#8VbE8ydVtvTQeBRWdxD_&p?wDZQ-d2R&i<+RRK_ zbmbekfvk}8h?>4g0+pZ-0Y%unI#-xj(t&s)?i6CwLC_eG+pwiO%gBD3rakajPLB~{ z9=px(7^+xs@%P+u043719-Gv2jw za9qby_bv4VCJX0BcHsU%AU&V@jD?q zNg)k3DeK$*OGzOJ*v$kYi<%6p6@Oe|1}bEEvu zqyQV>@@ye(%~LsAIH7IQiII@-=*Y60hZScRUzhG@FD%`X z`ui5{Tb1me*2c%*2%q~%DmQzsYuyH}y%VTf$#YZ9Syd)FFu+A`_Uh*jVzU3U1KOt_KWW4AwvMY(XdPH__9Rc0`1=AE7CdkKWZEh3xA4j!Q<&FDmZO?Aab$ zv{K+I{63a(v#uqz+j?HpfT|x6{{7=}35!K7ga-iZ&;bCXt3zvxCzQdChb63^qFl>4%1oxc*=_RTPm)}V;3#I(JQqYf|O5Nici`91iQG^4t!rs!WbX-9 z;;|9>;k6TDY9R&ran7PxHPXc8`JQ>|yML>~>Gs!wH!JK6){LFz1;K*P?k8>Bq=?ga z!$LF{q}xNQb>LNOR&83gGEr>Z1-QR2lowho-=@#&VD zz_tE2u4J6XRjwtHUG+`-I~qQ2ct|ovefi$qb|OnImrbD6aG;jn93oN7;T0yo^+X zCyDk%>5CDx7M|>~c3A_&lHf?0MkZ(regBz#y+ddvt&JA`6%|GT4t41H=hcV0GY*8e z9Nd1Xm{mj7CK3gL966?g9ABivim03i69@s51kU{had@A_p0_zpqiAHBWDTGUm|B#K=67CxxN;Wy@Jb~>^WLIxXGo)>=PRP1>9A6*EbqD3GD?Ze-8P_k>xS8 z>2DdJ(!;w#u9Jdc=mlk5j0#IcITA3VXs8Q|I^*OB zbXk*G3j!)aATYWKKU8kp#3+8wdm)6^Oc3CW0kHUfXCbliV&d~o&E(dt4sqBf=+b4pF|0efuA^kVS ze~GF#UI;7bEyiaM?hb&kXgV9dfTi>WL0I55PQbg$l1>Oo2SA3b>Fvj{;^tv^hNF_r4PE&fmkhy73o?B1yNOhjDjjN)+5zo z!2y?WnQtubDfV0MQi>u8Q-(J?I@`LPwlMAv?F9O`e0s3%O_frf{}3(?>ocp^>Vrf- z&wPmp~ z#IfHh>NUv!nI9liDEqbi5}dom%E!~>;QC#U8<7%UWxfdKDQTk>2gO~Qg4Dd z%x@v2;UR%f@mX}nKT#_LC6mTgMhW+^AS3L3tuykbZ=?6~H}3GtNEgJ{p0xqmN6cnp zWDdEgZG(7P!_|dsl@{uaQ4_?p;ai*Q7ua&AlJt$v{T;pUbRESr!>hxn&KWm8TzUE@ zMTOWh;;s2A6UW-4G~*3VYu4i?|+BI$je2c=Jh`FPiK~%=y}0;8fSF3I%01a z*C?|+ZHI=lP>bldmtlKQ64@^v*RRXB9c&6&cpbdzgn6UEt9(V1=XQeFQ!z{d{gn0k zUWeENJNy3FYZjEB*sF{gwjl%(dFlYd!Q%t|?_uDRYW~{%pBVoCM}vQ&|D4VJjRgSw z;Xwb5{?DZDPxzk`tbgGBPp|(U^Q=D&{Mo_$kAb=XRFuCA{Lg;opH}|-ocNCwf4I&k zqMqFN=i}l}=%4HMKhPwCf34zw0{>hG{{i|uwPK&%`QIt~C-~1i{|CHC^cVR5$ofC+ j{FzGs*lB-SKK@5ysmLQe4IBXg)Tdqecc~)%efR$W-fd^a literal 11647 zcmaia1yo$ivNrDS?(Xgy+?}8Sg1fs9?ry;~5Fofa1a}R=U4y$nIC=L--uds}Yt8Ig zd#bv2e_d6(yZTd<0R@8rdTSx_8$xf_|1{{=A4ax@iVn7Rj*N=0VrZ{7p#BgWd#3}; z3=9Os4FUv&^mj1>J39t9Ypcw-E@@C^q~H_436evFc|>TURd~*Z7@bC2|4%F2dAWBc zI$GJi5s+P+r(26uw^$~eIofAi))X(}f~yK!UehyWL7{Uk00o4;41d=4S{t>~^zFO7 zR93PhX{?OILj=bqN>^w{vYTOjN*Ufwjozt1(2r7NEsJ>5B;$}BXggh` zz1_a~l2-fivFRS8krhPt(EHP`Je!yGO)<)I_>0JZ_otYzM?4D%58xX? zpu5L1={7+W)KWb78@`-|@@L(+ZG0I$Jr`M=njPWDcugDu@zezb{(i&i&H+oGPu;ci z$-(+Ksx8II-C-1#I-OlS6Rc`KHP(Z2b`lpzt#>V$2UVFP>ag`WTJCeSP32YD%y^dF z`2D-D?`!*4#%ouF2YGj6c?<&W#eBG$&h${2Nt@Wf<>A0)D;H`ag(gqPa03Jyet7zQKG29E5Iszv)Jk?1%-Vrl;G#S%}U zw;ey$E=n21ObFj#{r9v2`U+8$11;d=OL?;CtbKfC6ZN zfUy3L>>n!3e*}q^we2Ps!n053QwY)O_t{c%_@bJ|8T*VBP>h>zEsXxY>C?cvQ$cFrw+`a`qla;EP|Juc=<79>9*Az^R-Ly4OgY-uA< zXnM=_c6H^c?!SD(t2_l%$I<2qF;5wLDxq^eL-$wN3T+(6X() zP(I+dVt;K}eV%)|$tN6jSJEQqn$AnqS!6243^|a`Ff3R4fY!%jY=kvi-kM#g-2r(y zyt}z>2x1CK^!cV-5M~3_NuM~2=VB{5EGSFp=`6^*{lQ;X5F#wZ5;{vp^*ahlN~)gB zfKFa}vSQOW66ss^gN*N@D`ZCiNxBO1A)WpMt?n(9Lrds%8LO}4I`NGG#PRH{Jy&yU zm~*%3l%AGLm7sVv`50hNA;=!+d*;t$D;McA_Y}_d2@991`_f%9mW9-Tbzbu(oTDso z^r>|VNzzpLg;UYDy)=6$-D%32*1G;LvG89L7?f~IMYtmZt~JH7->hKt2&!0tuU^#s)EwYj(1X_2{D()f!Dz z#`7Nh6h`NSV$EQsgdOEhv(0pZ){w{UO_~|9Ke$vH;pPWvZH8~9lvo=SFtGr;m81++ zi<3XilxQZ7Y&MOhXY`;s0~CFhww9q}pP)G()))*31=seAcKG@Am4P1i+O~BkKR1YctF3x85W&6?rJ4fa&WVUuBF4)yVV?bW zoha{8Dzh%n@2D3=nZa<=blUL>SWr_JDNeV{Kmd~?V5mrZ1SFY$x?()wo&tTvo)D8Y zjZ)SgG>;lghh^2^K<)EZgl-$MBZ=}FUC70SG5p*Pr8%%x5fNyR1+hCcTa>yW$^sjk zW#&ugO<(2E9Oc6VYXKFLHd{Pdc;!MQgCo%z#8Y7*uX9nxeXzB{M;LY8QEinCN^L%$R4xP&|?=wnVUK{s(_2U&+*#_DbmfDoML(-)MVgsBA^+UZJug-+m ze~BwJ0zi_O-oSXq=g09A?ZHmqXYbS4-aU~!Pg=K?zyBSKxZ2GImD zxGjt=6FQ9rOEvxkZyq7kY($SD@zuOiPs|#C-Pb5WqDqua{#-*)3tiqQ+}NEto`~&t z-0GaL^=Kd4!)VRb5W+ZR^No}sf)kPN$2{B!vZp9Sm41@A;@WPQqjB5^On)Eb?P-^0 zT~2?xpo)yO`%0*4w2x!Pcs~sjKnM{^?UU(#tkDb*4-mUoH)cl(5`G(;3*azFTK`~b zo{_(6mavt98c^rJ8kyMH-VwKfLOB|$`MpUfCXZ;IpA5o2kA`_5^bRW@0S>UW!O;Y5 zq)C#*m}JzI1lGp{Af`XK{XD1250J1p< z_FxRC&0LP?1-CpyU1R`kuu(X10Z||6Y=Qd|%~&~|gHob?Fgn7G!dGkW-105SM48KV zE&z7bKE)unW!zkmo^lGVQGv!z$}9{24y&C6918XpNy!vc_#>aanY^}yyq3G^q8L#^ z<184<Q17Q@92ui5m2E8bG5w0Ankp0g6akCi8m z&UF@z`9U$58;Rw#C5}~+cV~<(SDK35NGcu*SN%d0J>bfMXoOOCAVe^SHzr(>DaomX zvvSZVgj>7TNIw9RY!4nPrV^5LU|QfPC3uCGDagK+!+so3=uX4TF;Gqm0Am9%rMS_*GIyNSvh`puc+-h^P8bUgn$r3 z->}ahTc?wSSagd!CSqErED@1zvv-tL-06>wRhh0uW0A2yVW{B<$7Mqz{1C?<0J{^L zNf22EW3f?B1ulUj0JB3x8rSRVYV@cR+X#$&Ppl>N@k(tbm}MdbwNlF;R4lpr)w#QL zSwzK#*AUp)Y~u0YK!ywT7T%d4F)Q1;UTWA*OGIKfHo(VYfkn_TLH&Gn?hRplZ1dTt zLVImF)B%uDNH7nl1ema`INAD09{YTzF=FCVzI^jg&0g-);5D*i%uT{*^WZvy#5)-A zO>EG8to$JkDLCWR%B&?YQu6vnx~l#3b+{#DR8fc~)>1ZrK7ULk-XTwHh#Dm7Qdvtn zQPe$*T!=D^mru8Sz%EaUJ~Pj-5({ zuWNpn61dg$iX8|p{mrFJ!p=2TNnNjTIlWmqyp1g)%bmzaB)Tu1L|b>(4)_CPE_5~t z=|bX-;&s|zrq-9S+lp(~#}bE$f@VLBEKy4fm=GN78DbS*>b*lR=JBkiu35 zN{kRs;?i0`W?Uj;&hGp0IF->vFAig4uW2{UYYuT7N>36%*Dg(JcEA>sQQMBt%o7`y z^_o%BIsEC)Zey7IgO!1Yxd0a|@NK! zv<4Za!$RnvGLu8NqzJpawqofM+Z!HbR(6RPu1*&K8R^7lmM}u1d`&^srS2amL`xCy zK;~X^9kW#)8;%4QwsbzT*{SF!8T!q&EC0Wtu)f8;J`AevW$62?5+s86!e=M$P-*)2H4Rk$PT4bIZysIEzR0#3WB(;YUy z`Sr?IC)er{;mCT|e2fuyvC0b3dTPb)<9fMDdcAtlX4_HcyGqb;v?8DI{Tf@ZHTNQ> z$Npyr$Ilmgfz}6A*Yhj8zLccpY{uK>x?W1(y-Wql@sJ+wXV7el>(*w{`*FhQ-5R}T z#Q*m`>a9HUx{q=)GqyJVtvqvi3A1Vg0R+U4`)e2br`R9De{7D9G!<+YInX)~=Us_j zH@1}ZxRB1_^Hu5Pa=71YLI}*$k~LKFgr=mtaThlIfP0z^Qh-~In5<|gKw6x#DYQe% zLGRJ8C8evehGnK8aOY-2L`i(TURF0rov#)GLUTn($hPelOLf0`gnknsoaQp~bPaxz z!6k@?={Fp4lU-QJkUUwKdpObUO{XD47OoUXPH#L4k|s}23cobK8Xo2&W*(7i46Ovb zM^^0vAp~9yRh#=VYeL@5cC8pmO62Luk}DuAA~&@-6ncZz+9!PgoE_#*A(w#;!J9S5 z_HN8L1==Z8a}iX)(1(o-F);)y8HQrv!|Y@0(A+G{iYz8`-A8K!-POk_=Y7DL)95K$ z7nP~j;dkx#E)Mq)oii+7zaKh#)@5V?>#st}mD7oRx_TBbPne|h`?<+-WK*Y9-f|1_ zbVZ(~ohko$Qrfsm6n;QpF69(=*2LR$vqWX$)AbAj zjRi*`Wnv-s$w!($M3!rjKFAixEB{kBCRJ!KUo%?-bj<7*jfhikhI^n1pe*2d1uAWLS@iEZ>)dJC)0WyM)b<@o2(l zr^mg?vmQcvdee1==zxvxlvSVW-S33?f>}Nn=VzGPZkpd-?t3UZ9v|Jgkyy-#CnFfM zAFqE7MpOtqJ+<_cpIZA%h~37Di{@!>LE)c5Ik5)YlT(t~x1;wUshENz_`5*wXTjjF zm2;aIHzL?axxN=VqXPYqz3gg)ANaAz40;#WU<>Gm%M_nM8s1Lif=0uQDJ ze0?vCzLp5X{<=0z5H(g<>Hh2GSgw!9ta!9|v8hxAySIt4C`ZRi2lLJ`_W&6Ir9A>M zd|4SemI6}BSd0i4b1<C* zM2}C+Iln0>2jfq0(R~z*Re@59yl$ciII-sxx#YbC?x$V$PC@Bk{)`FWWwR620t?Mb zgFcd>nvs8sGJACGO;sxHh$d*H+P#{+UJ9RciOr)!h!MXj^ zHHBSSP(KxLh0OA;0Y>L?Y(*gagG#~=qr2|(a#?0hXbU?PgQNC>N)<>H;#q{`TzGia zq+p;3c1qe8Ezl7UC75|hUwG;{P9m&lcIwXPua<*G@4VEUTnt1P$J&bu6UWhz1MIv4 z#jPk1m>Ts$X!cl(P;4k=#U>c-l8VZ$i_nMj3BJCv%h4I9C7x@QdQ zufS~h+Z0ygZjV)jOWnaL7h?6ju&Q19fP4o(G&}+(v~d6z=h0gvz@*ty42qAv_Xds% zD8Wafx5I~>MpCuQwt9wjD1KSYs9}@U>M2pcp8$e}d5D7nCw@>&mc7h;SC)LNn@lDH zofb+HN{dQ+9g2s-F~eS2a^r#+gmh5!sld2%O};PtARqGv?-UYJ?bvJi|mUdM#+XqXd zZhy=a_Ta8oV(GOh$bG@e7o~O92m5!n#UegHb?99U5OQ$c5PA3U)_k!Hu`YICQ3?39 zT?JB_(?#V8^;-3sdUl`FFZd0t=znNFddnN`j;0Nd4faN`xmXzV&$(C?mUPuns-Oi^ z{1EQr>hqeV@p0S8e^}eYZ`{acCa1RsUATw+XOZ=jPNI?WYwfRF9ta5j*IUfd$=%A> z@vUk%t7C1uIEVf$p#S2pU+IlyB9m8)S(IEO$>9%jq)3F#q>l@tnP&x(xF@Bm?}`=6 zA-C*2;77b%jSfCnH&Bfj(cs*J;Usr&O49p0(^2WDH{i+OOwAldt%QuEGQ)o|-nP4h z>2Nrtv^s6W(-U`yh~r^iQ*1ewv+26rFk;R)iOVaf3Ke3ca81R(6m7B$MbbV zy?9sEt`4tVh7c%5fRczH6rg7~sJqy4?Q$_+?qveIlab$d-WKxIxls=bA0gAlRW$Ve zLl+fBX^_t%{@$W?fc@$*Bx(6(45Y9KXTCPh!}b-!65T$|=G=Kp&Jg^O=R)C$UbAXz zZkza5-)8>~@0(piK{xAwr(Aj;JCSMFT&j`pp%=!Yt6oojy86tlf(9k5g4MVsiB$bb zYs#Dv%n#q-!yb}oFQV8sA59YrS74jQABT=)AHAblzzLR*%CiKKggM|sS(<9v*gdpc zeq00jlB48CpWKPi17Qg#?q>?OoK#{YOzR1HI>glTm?28|35aWO4DyHbuT-BPJQ6o) z>a)zhcorm)9c{P`d)3r#B$1;}yUUQ9Hg-0OUgX;K%?q+vuKNgDmd zQ%O9^^t8{es}0Ho-THw9UYn>A0pt+VV*LXkXeoVLwJ&MvdX+o0)_P-9bwim%nWbEw zOD6LkAm@mRH<+tjGf2sLL8F;Y$(_*5AY&>$rKm2P|DK!IbPT4pV$OvH?DM-Exo2H6 zogL@4Ld~0ZYQjS{0{u(_JcSYPi+Bd=rCLo?2DN+G!rt2+A5_&-h6^?Tyo=f)M?`kP zpt$X3kN5Xy#53BUR2R?|FlEbtxrd%>`@tMT2_8V)Nt13~uMg~dcQsvD9pyVrPRnHD zS(#anHk-6<6#Bz!H$&G6=V-iC7}fnF5Ehd1Zu>hgzRDx@;p)(3?4gZ$v3m7R^-`UN zFA%9Z1vVp!?Ui+N3%bqa#!PkUB{Q_-!%Q-o4?NXLqAuL^>R`bsmbCroBd6U0wJ3LW zYJ-S|*7K)>Tyr|FE0#MWx`_T+6d&E=`GIXyYYJEM(q>Cj0lFZ?D%bS6_+W4iA=s8} z>FyL~h)jHMbt99loo$oZ;uO*I_a6m^1Zb-|nlrj8>*<(FqbP<7X~QUVe-2clZD&G6 zMbWab!dys87nPOjADgHOmwg+Re5P$qlV>r|YS~3>sWdMKoHkqo-dCQ zB%J^jnTP(pgaa1f5b6L1U)bP4ur3<=cC?_MWscSNr!!ju%)0e=pk7PVk?1orLfN`beLcH@)6%D|Mgg<0A6DCeg5F%xaKcmUEq07a= zL5L%z7k=W79%+oxUzO6L_s)}If!Fh+%H5~|3l9zLMx?z!$2pU>qfZ1G-KCnBC^m~F=z+y&Y2HGOg`nw|_8arE2z#h!>l(CN9XrB< z^kivZhgXij%v&;ycglODr8YjuaKSUgXK9FA9EswUw^2b*XKBEOM7I#PVMVw$`p=hg zbt?k)=ZwY30RE=)NR`g?L#tB!qw0kI{=z4RP%o~2@)YROL<#;Y8{Rx|vARHtMndHp za~N$v$fDEK)RyDqDX*3em6YcJ4fTinmg;j5DzwS({V zvYs}tFK;LlByPq9AGUtJ*E3_vV}?ZDgX%KA{%Pf=3@G)uzFgTF3y1}gL&hto_^gwZr+TU6bwx$H9Ox|bYx|FVTC2;f?Ck( zr0Y zKrmd=2nt&oirfR^-4GvaR;O;isKOG6RN z@3vE`c_z_o4 zg`PHwNI*q%Fasyc5IWlF7!jZq!hOw0_UkD)ErxhO-&Ef?s8|Cy4b2}mI~^NHoE;n#GQvWeCIsOgH3vCx`~uT}Z-IVq3Pc z%G!3tfH%=ZDL>WE4fYk0Ici$n8^9NH)J!{ey&Z4H7Zt(KqV_HpUaQMFLXyvi*Deww zgNT-5^7Dgn>r?8`x<{agql#SFj71R!ecQ0x|D`1NT58HP8>^7wJ-Z%jyiZ%nD3b~#scm z((ZQBSG|l{aF>ZbFc(F)0-TiqLbd}g?MkO!ZW_w~$+EUtP&O#^ljn@y2~AJ$c6Y^1YS#`+@&uCS9lnsU^ncq*b{AmRlXN(z zFLnL@mN)+m&h67YtfN;Ln_uC?dA+`d@Gr5yJMe$deGO!|zLS8qfJtxrsVHXg%nyAz z-^)FL3~7DMK0?Z9r#EB|rL4lgb@oy;IoSQs)X8gWy>G2C;^K(r&A zATs8JTA$WO0K-R0R??oF)DzBYCdPT<8|4@fe5j-Nu5U{n0Sd9N%6ye9R-}bE zhi@I_k+3_?^K|9suwHV#BDC;8sTg7(yYU=gB^<|&JkRp>w z;#At54*ZmDpwZQK*ys2BIE@0%@&jFVTs!NJqw>PEgqbmz+hAlk8qXc@yoKb0zjUZY z&tFcLBn#od${?#w)Rze*`I8Y-zzb%*7|9T>JKQql*WZ8K07+;_VMWAA*4&Z39kR0$ z1-r^3$&~yl+m9qnWd#(^KAUxYT#Ogdb`>`V@w_aA!7nWDRN}X5+u;bLxdV1O+<*7^ z=3=a}r?bpj>lJq888UiAMcu9=GB9N zfPsi!zlSJ+fc|Bkes%EgWU055^Q*n_Fj>g|N|2F71zS^($Ht6?Y|I1!`8}7eP$v;u@q4-;Z`u#zF&tz|QexX$OceVeM z*M9Hk_eITL{cMo@`x58(9)7RM{ndl zS?v3}+FwUjzjyHa3g)j44oLs7`*+y>+e5z*4u7?`8Fu?M!*9xe(hvXX+rJYK-*kV? dTEYL({fmyMC