From 076d31fb7582fdad4f79cf186a58b118a20aeed8 Mon Sep 17 00:00:00 2001 From: Louis Date: Mon, 16 Jun 2025 14:04:42 +0200 Subject: [PATCH] Updating ari clustering d&a --- .../figs/ari-clustering-desc&asc30.png | Bin 28689 -> 28982 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/suivi/2025-24/figs/ari-clustering-desc&asc30.png b/suivi/2025-24/figs/ari-clustering-desc&asc30.png index a4bbd8a5360f48bdf0b16cc599053b3ab694a05d..8e56548ab73eb39bc6a5772960c8f907c17e8dc1 100644 GIT binary patch literal 28982 zcmd?RXE>bQ7cVT4AVnD>Bw8{`B8VW2PMDDBy#^7{JA)7gAwdMuBie`-JvyT$YDn~M zFuGAk?_UhB8YPMC(8BIVWFS4l`nD4#!r zYLSqT{v`ZIaS?dpQ4#W&gyas%bLbPDH!15=-oDHpxQ^{!ug3E7a$A^Y&@!|1gR^&1*nehu5_xtI+ zbO_K>>GVU%65`ux8t@!Qj#@E*446aijw~tgbC(8jfrKQ0hN2JnLzd$Iz8EF&E?D;e z?ZfCP`rvD2@2@3Rp1emBm>lyr^62>3TfHIcaMGP_YP-r%95*`JDE>O-_~r4!V9)vL z)*@5A*t^Tlz{ecM!BG2=zursOQPbVgTYuiEqZxdU_Jlk_(#})qdPF&PhqSNlGBtKS zAP6evVb@id-OqN^M%iLPNy*_u|CM`odx-;Jt05cQ&d0M4&SYgtrudg=NISIV!i}4k z0=2q!>y6OQ_{(gH%oa3F*S<rs{qlpN_Ano>1|+k%)7jQ&cW=vy`(-$6n>5s)AmP5 zMT~Wc)Y(wkE15a^T0Q<|_N;gx+wo>Fxv%SQF8{IZ&xFAz`)kKl#rV|G(8mmKRZS+& zxUjXHZ5Ov2*^B%Xio-1#8qT-ql$URcNuRLqb?v-rTJ*g2c&S&yzX7$3XD;V0$jHbT z@rr(>!E@wi9z6xBCj3;j#XR81!9{vdf}lX92m!`iFUY!(=TR-U1;Qt6=SlZNKv$zM-LSf@wfJeW9WBHhV7Dt^WUM z*8ab2vj3mhTf*Drs%c1d#2nkXAE*F=tI&&!2UO6&Z1 z$-~3LHT4n2#cZ8V_n^)#?7^Y$?$Cf(@4}2vn=*GOGCIDIAxTw(f!*9Ezwp2PUl0=! zt7zQ5fRv|PyKnbpiolMW7mz_~qw52;6D9;`WDY_|4B1^4e>7Km5r8e9nJ;0eG*|E6 zEZQ$Kg~+5{1i)0l>$|dEp|r0{yo|aOrM+Sg1{bRpoCnw1F$0#?)wgcC8?>)fa$~B%u@+ zkg0n4dV`PL8v7GI9;SHt?e)lqTerPc1Kw7!6X&|tSM2OS?@jQ{09eN0L(Gl7*Hck4X*@si%n=~PVwVnh{p?2F2&7Nj=8uj)6|Bda4FH4z!REN~ zAV4Hk|7%KJ%C8jejTvDy|52a{U0_ORIVC{`-)I2E%n$o~o4_`L2KFTkWsyx-T_$Lo zCV@m+$anaakbb>Negf6^36Elo;#@R{oO=Xtu1ZVzE2%0$W1i7ogpoVu`M%75(fW%h zh}OG}9zS?N(Y_vZ6@RW0OvnJRpaEDZUn(@{AOG&kmSh&$9fGuo6N+BKcvNJ&4R5f+ z{LI|oH4&d_O$)g zf48w_lbv6GapR;};Q^7YzQ&5iU6lDgZOp_I{ail4w4>OGvO-|4pQs;?fkpCPG|!T? zhyG86@u;xOABSR26uAEQ;?y~fyy zfR=o}QV@<{2uVYvW8Q<_KrW&>P+jmzeURv~@SUjScW5WYby+QzPZY|Da}hSdo97fj zMU0|4iIiw{-^SGQS3P}45EtXcJ@G2t;i7u?#~?rfIcNyv>qtM!F|zM-ddb^}BW~cG zaYq#tnlBQ{u1Gw#7lA!!5(VT*^cbuc_sH_aI(zmba)>HsOVP*lgE#(KK8!E1h~UI% zLrEGg@a5a_^sN(_3+1Sx)Ts<+e`NIUZ~|nIIp{9l#;k6j05Sp$Xb=#M?rsVb^bg{K zbHLvSzD2#Futx~u3f{m9ec$q{E_M^e`5YQBEj#>`BI4OJ!2{IsdF`rOXG}xi^BIQWAu*Lzp+-4QKb_H)ZQT0RkK#HPW@cCpQY=C0JAr5b!`Z znREk?Fp=ZL5As%rWa}=VXb3!uF5HeL#*5LH=xgm9Fco!5O`oU<<{*N!9;1|J*o@og-NK5`VX~+ z(cM!^5pBfBj4oR_`p@q6mN1K$&jF7+uB-fBDbe(7qF-Xj8efSt4|jyzn%`p^nAtl!k>YgaP+MidRQ2$#qN{B-Y10$^Q(^M1Bqk_sWLJ0#sB>m0qb zhV%NvL(M;Z@TJ=kbj$nau|AtfR?|Fx&BmGkU(wg$QX}}V%TH)71r8a}T-pfJhQ@tK z;csL^Mn9r>r;#4F`zawZoGehF9X9{XM1X6F?pyUN07y2PCf@}2IZDdKTNs{QdvhJh zhS>NO^lrT1;w`QMy`(3`aO9c8NaM+?wWVKMI%FxCKgnU(T#rcslUo5kw|2tpY~np4%6ha`1veotA3ysd@THC1Dmov z%lwsoR7FL_{cNA#=^7lG%F5xPdn<#vBanAlc8-q1?OOm!Sv@bHk#af=yTe8F>hXtDY zb0;6fh{x!L`7Lys%TV5F?lOO2y3a)Pyd$VOyH?m)rK&fJ)RSonZrX4R>5+o(>Xt7Z z*QK9iHjwR~wb~fBhw7L^oO6g^P$x^Q&*yg*H@VvCo0i)RsG)u^*x1jqdY{Ucu^M$g z|LsLqK5sTJXcV$?wS>ByXc#pL-+5Z;TJp!I@c+kVT*CA?WKVWQk-3uoGdmm?Vb(@@ z4+>?qn}H+sSp)chSJ`d&N}n&5Xme;rldAFs-UrbWJX*)4#80S$k!+S8EgQI%V%d6V=E z#oHIzWu{6q+!BHBWZ!F$P9<4{>CbXA!(TEtZWG2rBiH`+ca^{bL}EsU9DpYrv;a#K z3$89(ZRadIRm z48j_iYQ{!){5D3*9ltz$S%i?TDMW&7Kyfk$FMMplO7hxA{O~$$8%yf`L3J+8( zl}js4@PH4-%u@7S7L9iXtHj^77>z42{8%)b4Upp_O&C#hrX&LLd9o6rV`re)|0OdR z*a|`!Sckdj!331?*-BBpy@BE{BCrAx9xFf42fU2MN2jcT;)MT%Sj8a3H5Y(J5Mwq} zX+(CkEchStB0jI!Q4I?~Ic^B8E2X6pk4jn?iHR&SM!3)PPFsjkyc-jQX{=;x9{$FW}IBSw*XIz*Cv z^9<-RR7+|D*ome{M1CelKC@?tA z^#(OStgQJ$7Qh{EdI@ha;l5j`S3ec*yV2K$KNPMVudpl_Fy;g#xTi%V^9-SNkKg*T zQJ83gZmecsgcH*~A>e*W1F*3o-{7*Mp=vNVrgY=$r*}?W)`Jtp=N`cFG4BAj8S(V$ z$4A6itnek>xVxCVlrkQO_GR68nl>(}F|09Ws z!DV{{sqQpmolcP__%%^E0L^P=E~@V;luaCmei`x9ZdBmu6Cvas2)f!lfYbt%sa9Lm z?lHM|dbhz40Z0+oun05D5bIM&5o}x&o(y}`P1NI2ioW;RJcCe1Mhg{hraXhZ)e_ld zU;gE{M2vdlNx;KGIn`iOMBKCddfLdFz1`&SGf01>LbWQ7B~Kb5MtKN|zgp18C}F0e zR4}k@$dS#boVVor@H`n~q%ECnMFirS0AVRz4q3F9w0dZ4K$_o}mG!-Ez$}U*P5^lX z%mGA*A;GG_jRGrz2is1Gr3F$~k=(r^1nbNRNTWdKilWBI^*Ya61ry025kQM{J%0ix z1rra9)U~-9!ti~E6lR1{Jfev_hHk(o*z*V zK*|J~fP<|?$`U7h32CB`3xq6FalJXj#0-)5*%vDW)W(I|Z3`yqydkxYw^WHhR)D}| zBRe$IMqdJ0Ol1}z@_ryeh`JhqVttKQ`k`M+*W2yXXKj>;5ie0`DzYWDod)>Qt>qqr z^!%?X#wJ@5#pw#nrWKzTNYyM1(tAq<%S0uZQxWj;Kl*GRPL$vW=TWA4BLoVxT2$R@gTh-nVORGb}J@X2HlnYkzUMl_6G@d*S;)YmwLfX$dp z-F2qCqxLL$fT6B8V03lg0sh1V0;3ee^#i$@T{xNb_Vp0lM7aUUCFN2G=ytSh^JPp$ z@e-qik|^-G61%Jy_W_q2KW1#^$C-MkO&zycIV_rV zr&16zgMbcAWmo9I3-4W*xMTzs6xRjbBoVEL79VNs8j@@C$sd8Ti|E}5Y)8U36Pag* zF@F|6vL*B`KNT;w=NVq8ia(1}`y|l*MI(JN`K9BuYS`+LPekYPu6ap#FD3dgUQ3b$ z$nT*!fHa>7`mp8v=?6jXZ03%f%PasONYq4qKv1VEQN z%#>jJ!{n+YLjH!31yxq!$d2bPEs}kkBcU2>>!_a@%#KdTAYzy6moTrGl`lVWu-+w| z55~i-c}-GNDgGHaK=Hp+Brx6^_wc&cyc*|Hk$r{00ZRZ*%-bw>RNpc`T$0V*$d7aR zL5LAFSTDi^fWt2W@^ogW2Tnu8e|3|J@PghN$g*U;wOD`9K$pREWQevP+Ax6GZCRB& z^Y-AqPtQH9fq|S@9{~{|xI!k%ikruB`w_5YoPyPZ_OR-(M~_yvG80&o!=Jfx9%|VF zLg}Urj= zIl#uf1>#*QMjv@)k{LkNL%gSLL0KkZ z`~whSAbg3-9}7?d=v8!zXXg9aRTyCJiFzVP7zOjaAdXq0pvpVDL1jnCQFJK=JmhLm zrNI4!H3erjs|H7i5yQE-a1xVGneqIt!?Ip7vevNtGK=*cLt=KS3jm2+MV!T{6n^Y# zUQOe=<6)nP#^)wcAjVfhtW^%}5k()d&}Rflbf1pMGX5$qxnUeF70T(auID|us-6G7 zy4TLtOd;I2aux7fJ!J?etxp#upf84n02BZCmCAsmQ|Qu4IXGr_OeuX0$IF8P)VQ< z0?C-&TBXBl+1D6dLC-0h3*ajz6QaWbx+6^FjClAXy8)hxiZ?qNAYXAZ6Y(+7#PIM} zKdmxb#;Ap|=p?WFe+6*2ShKHj)mu0PKEUC??Y( z3%rpG(#t19M*KUV?6Qe723_G6m&GYs!-k*+rMEG@3B-UN*k0o2k*=uBu)gpy-~~6c zs#5|nAl?BHCOmRo&!Y99s?hDEr6LAu;}m_ISspLk5t+iEi97&({|ki)k3|!9g1)N; zw?BKS5*MK}U<6s@sl1p^lv>5RbBQADKnAPZ8i7a`0R_2CoOx605@5nP|+^03$9&1u|Do%p=u_W$J zAkO8e|ATD!GX<0>O~t}gsMo;r*ko1vqE}=00rf#t-yv*N;4#QY;oGMf8jx~coMqdz z;%}mmfntoZ3+%cC=;X-|319pQ!Q9$jCGfl%7&c==@5fFr6Iv0jR96w{e*>nS1|lpx zOJF%~SYv!Ozh*K8!JLli1975=r)FO5W&3(2w9)R?*$B`p5uyNj+p`vxa@fw^9iNm! z0pz?(PYmREB|r+!;J5?Y$QpY@@}$GW(yi~=)p|9F__|VDQ@U|XgKyN6%7%0+h{R?w z-ZaUPJ{oniv34f(+Nxu2RrMtjS@o8yuqy)Hfsq+x;zb+nFD5yeAA?3Fq{>J6BztZ5 z-u)&U^M;wqBo$XxP02;(f5XxN>vS|XQDsTJ2pY8_6S^tJof|&IlNfo9Hc%w0c|tU}MkR*&JzvFe5=4LO#JDH#p?TeaD{ z%B;0NEcbilMW#JxLe;SNIfdkiLabR&B~5>y&sw|Rhx+m^mcdchl)U|u^3c$~k_+p( z(kbx+K2e(Uc78w}VGqc@(!NS+1_dXPN|l;p=q1!}>!&6D*kdN^hNJlCdF8ab>Am64 z9_aeix8HNLk7TQ!k4|!OcnQ8k5TQ1p{OoQjkab2vTPfV)EMjMqwb8bP{~ZL)~}Xt3EGIZJ$NZ zsXB-{xy-O6*)}_FEMbS#Lh;#8AU45pGUus?Y|>*26P;a%*>sAGnX47~Yv_XkKCgyS zE}_>)eaK4ZX|K@&p4(=~v(GL0eqK^RnVfTXsAOpF?dVOD4tR*k^pLQ8`6+ZknBZ_T zZoCK-vA33tKb`f9N~zA~1G}AQHcj9sBjE7m+Fbp^X`hdnOoU&U^<{B}BZW^fZ`#>k z`}I~8N;?bz6-ycg2H`#~gYs9F#q$x9`SCoXh27q1W=AuyQql38HQDg{>eeo%;?^>RZs+T#Vf(%sajMSL~KB3*RFxM!+E@ATZ~Vuuze znWEv&2LaCnEu7X$3bq;>OKb9Qi%f&yX=t=&BXo4|Q~Yn%D=n<+k0#ER{$62NZ`>U_ zKcC>Q-%EXfenCBJv#3}Y7->OOQE>=5IVKCU9{)nbT2p;(YQfVn_wX)LQrN;CCXn}8 zWAZ+Rv{%B}4xK-36g6u@?<&-MCz4AJbZchFa-MJYC9%Mi1-M5ZtmJ%Mb)@L>9`1w0 z##)YEOAWli+X7v!k7RqiREJwR7HuC3dlnSi*#@~PzWlG8Tk-C~gxO>JUsN(@^UoFc zN)9&mo+ZQx7aP)@>0aYD-`vnCh_1oyv)Y?Cv zAKFR!By}@skq%CwE4RDpYkgavu!6yYKl6-}?8D$`o`z^^VpwPJULV2GwB2)N%{Jve z)V7aX)mDP87s18-PR3*BzR#<&@;_=>D+2k|;f-D`*^Nf%J)J84)yZq?_z9RrOs4k+ z;CKRlT>T&?H5+%jl&ZC1yi)oCjj_>AsSIW6xC)bh5F1fK_Lb;^ruu4mXB*J#kd-)c z^jSANIl>Tab&6YRFhxdueAdG-h1;P7flyl8mu&9E?#~ql600l0!`_#D!UtJ>TWl2B z9vxQfE3)xe8ukmmeplPr-)}@xnLTM^Tw1|2Gt^c?Xa3KtY>DT-%GQo_Tsp%Z_P(un zT4M2ZI#m4E4!7Ji6*DNn?3MfS$&T%m5C<%KPTt*8-9K3aH`p5IV@-U z-CMs~P2H{T=IZi`WTQ9zysu!8f7&lo8b?OSA`Zj!Ww0M0ccwV}lcHPupx;$^dHMtr zT`m!`*-G2Xlm3g@G7U2&=~hqtN6-%?mt%Oa>DrRaCv4K5I5hep4PvSqTXXOWN{%Vc zahW`2)fR;UEfsT2VFtgx&D()Ld0Zuz0E%`2Wm%qM+2TC#2K^q#)bXc~EcfA>hriaiM>AG z42{fcT+;LO|GE@q<3;B`87JP3o@r@ft;8lp6%`kl;d-?XrB|0OyI$A(UfP@-v|x(d zt3i)1r_`*OC0tJ4EFWHXCNEm(Jrs zXz0S3Z>n0hu!JhWs+htED#J|U6`$*`o9^mC9?pIUqGm3JLU+O$idd@K7?q(}y}^7T{`D>+ zA#Bvsb_Ib-(87L{lTa(I|M9&)yXp1ECHK|%^mKeI{UuFD@#F3I!4Av=u ztzra$=nCJ=9v=sVP^+9XpjZH{|1ES@_~k1FXX6v*@t^kyG`Jbc=dy~gmNwyWJt5@G zzB5|~my&J^BYP(e!!LrON5;#g$8G)wt11-xU>g+J!B&g)-UXzkkmMhRQ+nu{nQ!3_ zk(jfV_N6s4YSr^;@MZjEGfL_8X6&^0WTKj3oslUT-!snU2%narVw;p8g-M4ZDKjdt zP)5ZoA)$}61Zzc4fIbCC00C|xUW|MuZInJ)ww|sS<~Lmd(Bi~Ki1iTLoAu76BS(Fy zH&dU2;BUK+rmDr45<6JDM?SJclJGw_+)qE-&F-YmtzfPtAH;gNJ zs`n6=ttO62a(OOln$;iU!g=f%C0>9RErQ4#H{PpiIQ^BF7%810+saGxD0JMpDnJG9!?$peK)h_@3S-0DX$Apc21f07cyBZ;kjt}_XAJn z6XW@h!zE^Zla6&~i)B*c?Vk#3Ph07}!jBhfjX92aHgX_|bxr>E-P0Ce%kKBxX&|w; z9Um}<<-P1pY%we4mMuTP9SghOpy$~iRl|}>-854@H@~=`#Ns{^${t$d*HNURmw z+Jd5`{Z58X6h7+|6&1BJvfkY@NYzJlcais;Pgtt+o7SxM;LO$sOLy{9G(*gUkPJE2 zD+Ym)KD3T`BfgTVUjVd|(4ga%Ci5+lm;me(C$|yaV}f*x`t}EnO39oruyc(i7~+04 zq1`*wrhPJDs+%QClRu#)fg?(D_Ta+Pno8~y?=lB@3Lu){d!Os_DW!h9DROe9p1~M> zRN{9iz1^YcxAI$te?3)uy>&l=1pvR2?ue(a17bT*1ctPUdCWek%cQU$N5yOClM^$3 z)Nz9ZmdR~4v-f;AE&;{%VnBkfVog~^HP}^k_ItP`)njc!CJmYE;vq-#MVb;fRKLVb&wFx#L$TJt!ExnB(-dIMR=4Q31Lh@^vV>C=t6mdYabUbxSe zHUsNXa^>JAQ|wvB=+tcc5R`FE;eo&g^b0W`7p(V&s-klI3jXNO6zl&2;xs@ZbQ)kL z4ev>t5ATMaGKXh}^=SzJ)tJS(?}0hQ+{oLjWSE)xj*^ChQqHxu3UaIUwSJnKmd`p@tR9hqQ+^8+%)Sh(Ot`JqZjAt+qNBg5ZxgxXDva zlNeV@d~sRM6tx}o=&ug-7hWx~%A}x%m7(&+>bFh0=~7&puWZ2;@s||p ze~v}}$z#%TjdvlG?qm=7?DsRtlY<{HBgmZ~8)F;Ne!CJOP8Il3)}(#3w&(Z^W+V}h z-K;7}JsNU*G1)9jq78OQGym&%xwKP z|6RaJ*WOvZS^=6TBa|Hi$|@GRolV#3Dcj2Q{5>-dM|LQeR9-vm$94)hG)%U{(_!kD za@K!l1WB;0cEjz5fx7nasQQ?N*5K*2i8ZOeUl$8FtGC`;nu z5np~FYvQyTVD5l@p;3~4ge`=vIaZ$IMK+wHRx?Naqx9^SKE85C{q_I$ zx$gB+VSEk_FN6DDy*G83NS+$Go^-WX_7rO-;W#0T^(b`ru}@BE@ZUYMN+pH4mk&2J zae{HD1xr?Dtv9dS9HavDVCuhWAQMal8D@{hFK{gveD-bn5oD{qwq9lfjQK zn!X@ehs%x;63F)DrK-Js*XmANlz;;Ctk~VNJaNrl!v5=5_UY@=B@_6UNGE<4(=d!L zT3=~#S70bP!^;lO*9tT?8m+-`Cmzc}5uaA{-yF5(jw}UH>v`?3s5+zlhHFRRj}}w@ zz(qZL54um;m?Y1Wd9eNtTft#L5?s24-V5LU2tv?15obP%YM8;)w?#GY&=gYJ3w7wT zX@BH&Txzkp|AFX+Xv`tBbwTR6*oLi|v*(dzVtDA6ZvBRX-0F#(8=_0vNho*O;DYExL(;p64E0KZF6fWxy(BC}~7X)FIn=8}=*GdvODLX5ZP)kCGS;YEM6I zP)$HmS0N_|zrm`|*NF`>_D}J5+kFpyn_-9P*n)a~9Zm5ZPAuyS$&^ppIqwgy4ECl~ zz`=tpioZX#dEau9J|DYXt9=?$hLzc~aq11KTC?8q*4EdDyb7)#IsT%~IagxcTao2p z!tp7gvnsAX4<`P>HUO}D{7<5d?fhp=7Xs?PTv!o@3uN$Yl>B-l*XNkFeC5Jz&{3m$ zz-Hi*Nc<7`aSGcdEf>ef1`RgD0ettU-lE2_9gxkH0?X=j|F-Waeq-Nr`pnHE$Cln) zlQM^>siJB&Up{wuE_)`~kE<)phD9F6X95 zw(nTuclobXOaFlP3^yI`u7{0#Sv$KA4Iv{S=$S89;dkTbPG}p#G$!m37Wo(0fS4ud z*>cy3w>VIzmA(JRSox9-KaId;?bx)Vsd5qgFT>HMS>HbYt=inpCew$eyIX8lDh=EH z<@dhaD%&j)XA=|e;lCrD&fTq%ko^=oaZ?)qcgNLi%Jp~sikF|@IfCEmEGgRBZY*xl zA36MO(XH=``M%O$1(aVN_NO^}&q>KfBCk==p^WbvGrqD}fh!B`{m}bhqc)(@0tQ&i z;CKVpWAT9nxJqO_3gT>Tneg5E`_17O^`ekOn%`-+$Fj_$Y5df4{fLu!1m5>&MX{;S zn*|EKR|=80@+8>AmZH-g2TAoauJKC;DC(72q(YNad84{-5moGvfhmEIZe;CBd?s3=C&AvOu?)k%(_Z1!N z!c@dJb0m_R4pPZw#JBfUW52#*ck#2}VW$PKoeigd=zT978BPQK%txo<>eCAZb zIc|LGcPA&A|Ijla{yo_%F%xh%FL0R9hjP?mS{8e1U|^m{;BZTJdQiWTn`@D5u3$mA zqh`-%3qsmhLxl4cx3|rcwG-@P{BhsOs`mRt;|*6u{6SSJeow~PAGaq@_8_`HF`XSe zaE?c@`VXTc&Aiq>C>}g}Pr9d|n17eirOpL=NnQfd13I-xCfH(@!r0ja@#PphAW*( zbJRJuF{n=b4uvmh<%^=h?@3{v5e0jBpt9KTg4Z2R2b9V`F|`gp0n|IGMoIMR)295;5YX$#mKM zOVd^ogUHDN3%NRSHDS^2r$~pX>#7Wu|4GZsT-OFi_V^bn@`$Ick+631`-{&CEYMF{!OT|?9k9F zdi7gpXTRPaj%kk2FPv~y(NZZ_`fOi+=L9QfUp;v$Ca-{s_>YDxm&^F=|Jopne1T65 z{1Rov?+`E}`tR+cIZ>ANI^Q!n!7gcTUc|dd_Wjch6mqW~LbtK}Q!W z1OfPG zxFwuzfBB<$j=ij`R^z*nULtd6YI_C3=4!XJWE@#&hW!m&Rz6$)va>0U-(*vhT>fQw zd>37Fo-+@@x=9<_m@NE2ZurB{${|g-2~_yRNyL=-PU|l<2Yr>86la)+XK=#$q3DuV!FtumQyJf#wm;4?xVP1&{DfooG-^^%Zhe1Q>W%+Yo) zep&HpcNY_!u=+%>v6hu6qq6`m2x|D%?3uMyq|8bT2=B9I+(DT>yL5BPW$%5aQ7vk*EyG27H*3&NIrl%X{{n^%dgT0I<)_iEInalD@E)M&O z$Hp_q6z88C@wTBr{cQEew+laB28i%rMd#mEM~I%r`F#-ENOz=UM3q1iT#ni!?WtfY zOnI;UfZmW58=gK}o;G6kCS72u-4OrK^%LV%TX6Lia@8dFf#-v%jvtuctn^D*CrItD zD3%SD)MsGdM@iS@9`<54UCJ?PiZ{jE{ju#l46N>JIPFtE7_Nd1hg*}u%>=^lq5V%U z6r{a*Ij%i=hTIr>i%p)B+D7AdC+@K))|bzi;a~VH4L0qWy_wCN@?@)Mo|=!Ti#&fP zxz)hVYWC(8O3K9d)x7=z{{&9|kt}(^P5$(=78%?YX1Y$^qD~a>&R2mxqvR@HTD@Jj1kAW!n3Xu{hiDAu5W^!b7^Nh<%gjcB#(PDx|FL zavqESQLN%s-??5TIOOWmBdLR#%+!$cEiAohXD{A2-1TY*9~Y2<`8w&)YN7+>$ga%R zahGPm!GXX_$>+RG$jM~fzi*7&+Ei5daH-zIvdFG)EJ6m3>lTR~NpkMq<}{o6-P3_7 zrRz{VYp3_GSvg!*xg`!;Kp6J+p!T~$(%?sPzaZ$xUYV8H#zcBs_})7q{8`}mtHdJ6 z`M}erN!%0z*?PTWm)`+WCQI#jHy!_GxHMJ^JpJ~)%yyxKGU2x+wJP5c0CDb*&^;<~$awK3} zybfw&BhyZ-=cy$3^5s_*cuimj5bCpe+3cJY@0LSjxa(?0$hpzGuw3+;k+ei#|A`@V zZjq{*6zUwuslNHP2aYoFm@U2MAm||5xF3(QVs22LRj<#}sml<|kgSuM5w5%4a6t>{2?W`znt}Xq6-e%>? z>yA4>{#j!J0mJR#)K~X<3Z}j7RMG<#ovNlzu)G7N@wfNdt`$#aH=3<5Y6A-m9QXYF zKl2%&{Wzi3EqjH-sy$wyxz06JIZUf7f)z34pwRIHoL0J?BN+sw2xM&|vkzGXiU%bK zuBHYaBy)ORJnr|WyLFMxkSWz!jS| z7?arKZUfgs*|i&lIuHWY*cUF5=VNB^lF^9MGlBuqvKN9~VL!Z}(FpjSitThz*+N~kV)XJ-4{)#PPiSjwMkQxIp*0I7vLW&4q&ut9^j|CB zo6E@*MW9pGrj~UxKj(==uSxh$VooY-pN_3|xUrP=?s76?GQ|c^Xl9ynX#Z%<966?YO(pnZFJL) zGrneVm99g|fAwx+!`B*qz6a<~=hjHTnrRiY?Q^I)8Bat4O&hsmg!?BtAx#cT;Sl`U zoFY?1Xy-$?`;wp;bVLo0l4t9#-H2@E#1QH_TP3+6=a_11wu;@G^HpQE6Y9kheq-8$ z%ZfelD}#+j%xLKc-->_|I?xj*&G3gAQ&C0it;*-DoC;GcIvI}VFRAveKIlBPQax@{ zZotvW7Cl9U4mhLfpdSy2TV(?uX zaaNmlOqQxzZ(71FTV*xA?cfh-OXP_CwIAX5l+V!AY>%s%3$g|z$=HXiVO^AGg;>kE z(0RbTXOGdTAz$x|!ae^uz5N(kA?a}lE3G~sMC&K%;_I z*PfE6DR;H`y?<}``>qWhHa7k#)!+D0$!8JibJDb#?%hv?;^cbb<(HX{ZI{?A-;M^}P9sl-sLLK$^OlCfQjOCs#E)9%HY1eBy{u$(4cvYOuigM!oCuud) zSiuR!)SXQ(InHqmP+1z5Rqk+_{?|-0C?;Eyw0o8r#e1fbT|AwIP0T$gBS{Uf3+vOP ztqo>RE}iH3PvNq@=Yr3COYsrPT(~xtwPXKj2MTJF7pg7#b!QyLeEOzZ*`C-8B**i) zeKN{g@_esO6<2-SrC-gq>L+NwRIe@#Urv3Aj-{Ti(C;pD4;o9R;GDY=+5RS(!sBB% zp&Pt;l^GFq>@Nu$bzfGUa7^((Ui42x{vofHN}l%B!T-Xer&GzF86|pM^q)Q~N-Gw7 zO}0RD;g(aJyvPeyithq*7fe6vZmUVg&Xj7-w^JCtQ2o0~<}u218_QF$>Elv^py!>HRVIeDAK)pZ5=_D8!leGRCwl_6Dt|>|IK|<4#Pb+lTR5{w#J3l7&x6Bd zpkLG@MiSo8&T5%ZlFZzl`(<0`(aYcD|Ld{@XFqZlxm|~~$75k3I5vC@ZbUL`2R8jN zTMBBRoOwU|Z&Ry;cI)7t=lV@Y zZTxdr$<%djC!3tgom$f!wcun5$V77hj9Ola4HNo%;5{|_iwS{X$9;!ZUV4%MC2@{c`Z~#j1sOlI{`q2i zGJc;OXk-}Q=a+WGNvr$(fjIk9u!3LM)YTeVKIeTy?jxDL{v@C{LYOG&M;$lqs}2Hk z>vsy(Oi%@>>Ic=Hxl_ zoy_B3$7v-bD}YwCdIft244_vO)jbiFfOY!*IX*MUQ0?-dyu27)jv$euoOy*OT7QwsW1Dge0 zl2X7XFMpR2wRCcu$E?8#3&tmh`Z0;DFmT7m8>DPX!U9@(MFkScT~$WEw`k>%16Tvx ztJ?Wi$hXhfJSG_C5{PB7R~fNaZXit^SqE}SI>42#gzBye22SR1G3eO(lPijZOUd7X zR@OpIUO(!((BH3SLnu1lx`etsE+X_=e+O<^0W|O$z8pwxc}Jf2_~T06E1#89*-;gO z;sXPDvHesqsTKtH{rrsIA(0r#5fP3f()!?|qqrMYu z7I5!s-;UOt7IZCdj`7dEHA8hf#M=1p8WtPig3gt`)Wrrd=ogM?uFi`&-cifi4H!}u z&_1twC=Gz=06HSR74E+Th_4PXIIVt(2|POv<1Cqb5;z!)AMfoGiHvS&99nl;yS z*=z{yMN@PLi9g|jYrpOTOc=De5swz0PPx6IOIaZg_;=tRLrUHMeoYbjx>L>*@fH&1 z@>mzhE@=Rb=!Tj1-}VD*mBBJNnWb+3kM_PZtjR4{H^^3WD7Z z`<#EtS7yzcnKkpSS!>Pr@m45(A8=gI?Gs3+eIjtPTibl2o}>o8q8^i45Rl8xfHVH( z=cV8`4Qx1q5Bh+pM1lq+EfzL%1@qdBr1@4l^JGe+cLfwa8s32TfrCVF^R?L$$e(@I zxb|saO@t;7twWB0V|+~($oZNm-CJI-Jt#xkL1~!~^RA%l6S`(|Bd2Tj8;Z@lAZYQB zc1QTZ^FEd}xdGZij@a@i4xsJ>`IBfvo|mDKQIYvk3o&|qL$k)q)B)$su`%15O6e8? z0s0y-We=7%7XN;@$ZKsXPa1hu+Tyy3T2m;I`+=4rbDj9Jd!YkJTC18&<8~-zu@l15l0>V zqjs6=WruJU$gFT>#W5J{Z8ErRED6`sxfs4^aV2sx1}UQ5|7*b0UO}qV>1~Z4m(G+6 zds3m=({*0TCGDLl7=M;PXAXbZ6716|#8YF>_B>A60dXOsAM9cO)#R+pA#}Xy=jV%e z522x5Svc*0#Z$mb&O9`kke2G!qT6$MD+oh5Uo!We0e4{*wd@@~DY-M%bovW`VauVw zbv;?G%(__ZAWJTq9o{|V8DwI=_*&wHyYGyFu_Ei2g8pS-R|1kUrESU@gAe9QoVar! za~&KRXos9IU=A+Uo z_V|Mu1496NK?U?PayrH_I_x8o?efLG(6HUNtY>y390q%l2p+;;S1Eh1)1NFK1kV*~ z7dx+Pq|A6C3k&#gR*Upn(3VgvOg_p30&Ps1BWfRxzuDmn7_-&8fGKa}3puF;ExIjm z!4A+!-n+VL`Ut5B(3{xO*ZvZeVam{KCZwx1ffW14>!W-R2NzD)mOS7zr}#xZXjSoGc`^ zJH6hOoFbM8vG?<}LN!HYW}qa7C0~ktOK4LxhWFOXuTCi$v&=8gMcbjXAZ^A0N#|u- zlDKFJGf!XBJvCJabClelL9QHn>G2=7Ig<8$(H{q-$}|67v==V#G`9nR{{d#-`VFtF z>yA;y+>Ah=8Kls_vjFXGBvbHl5u!CbCxr)2h#l8 zxV@eblXQgOj)Og_H7j-q1C>iLz=cgoYLU8WegJ+Xi_crf1D<*s`FYg;Q(&{T5HNct zANFJomp>q-2Ue!I1$<-7QhkPw~4)dFl7877;kSuHIML1sbfe&>P~+78cplc(F4uq0mV-(W((sKC3w zlg(}^O%Fc@CWY<-JMzPxZ44U5eaG7^{-=V8@P;3>sX#SC1CT;dW4ew3wsG~ifq z5{8K&2lh4)h{_IbhUbB&uYrzXje4AzJmiN$r(xB;dp*ko{=jKXMC>F0M9jq0AEw58 z9v2d^zmeE`*Ef^%Z~(hciq!EGK*Q8c05m6P+Z$)&V|FVR?xrv%M9Mgj$LRu*gaoYc zDz7&VmUveGL=*{A-^qsH{*4PDPC_zn+IbctSM*-|y&qTE59@qm{Akx*;`MJ|Is)PO9^L!uv zOZQC{oyqz^otio-I|@s{`J4(qIJc)~eV|p8fl8hi51c2RcirI&*uC^XX5YH0tq$h3 zBh@{n%b|@wC4peQhI3PBXXHn7-2%Y^vcfF8o3U^+wYjg$KU(ZiI$*$m(!UhVeO3$W ztn}*XCQlCx#_IwId1Zx3FjTJD_JZIj5Tw7J6+gjY`myj@OL)5;8w)J@kKbs76S|N5 z+Oi83n(b9}RAP;LyExthWG3+vL`oQ}%_x8(1*R7WRHQ0!#M35eg&f`3f}TACNQ4pZ zpc1suI%+-$+7-i_j>69(_+Ss*_gc2Iy334NFLvQ0D-D}ID~}qb2*83(n2Z?Z@vtXP9z>EQ#C{A@Rk>K#zW#XJ4CkF zC_SKNV7CD9zcF`SkT@ZH2vXrcfR!rF_4ybG=0A^p0u}Ok`vzR3NI5a3M?)TU$eiRH z06=z_<^f+z;uNh(nNl|KtH_ z3J5B<=><@}000Q2DSfduWGYbUgJh^3MQU~iW}pJiz1psW2dL^~{b&i1FDeZuV$9<0 zW~%+2X3bpk9F$(oT)7B?Jx~S1q{YGy2^_i^Kd&ZQg>rI2s3t^6KVLy#nf3@k!Iz-p zY3H2$G<1Y4(!EGvgp)F6XR3h`!qeYL0YOIm;t`mz5r?<7+hbgcIvIYGq}O(f14aYh zMrvv4bd3YAxGz~@X~s0GO1?5s;^j=QwBZ*HnCKw%ausJ{db2YDWM1wif&V9%A|LtT zW;&SlwHLrQ#R3K}I#rywK`3t>FnI%Xi>*i&;RQRbzr6>tpCshbIvXA-64MY~-Xr#-5MA+ed#+F7X75~K>bZu+QtW(u4t{HPW(48Ua=vlC z(mLV7>&Z(k5#gzYAtPJ+AA5|xT~U>eiTosOFB2Agf)^G#0k{4>$Qz0NjAmf+%0$dP z9o{GPzt6t^PN%K~Ao7VBZ^mSe z{AfYvac7wl=BEws9_!M*;7;*c;KY~Ib|W3*znT|5{vPLoo{ox&+HZAQzw6mt??S~| z$KlF-+Ah}CV*1hb8bKO$hBt2L)Xnx}aS{1m^nhNq=B*#hb-q|JuWV7Z^lI+wz`fY< zKFXg|?9yiM(>Y}-E7*YURcl3LYyr;dx+jyj%CS^)9R+L^F?UGZRCc^d9>nrqx=D~? zFhEc*+G{*gVuF*O%yJ-@r&(kCzjSWAOApZX{%@EpKDJrhD<4tIw9yFNtY- z{7}kKnGNRN#N8JFog6OnO8Z+z0eNvV#xCRM>X#!>Z*#$Zz5T z`2oY0yf8;w;3{hYS`x!@kMTW>4$=cIS{o3tKBY(=1&O`tZ{TsEYllFdVQ;?rPz)Ng zwrm3xF)$}GgjnY00_8;{0TB7)!=b)F))R{qo)*N z(RUI6AR(!JI2|2~4!=AA0BN9d+KX2(k(D9&puls_U5j&t>%xK8;^R;g6GQwd0CI=? zd#Zd1Qe~azT5wv)InjwSlUdAZHjM6s zNQNnNYfo{(Fyzl;Cp(jLK0^TN+Cg&XIWdt3g0v9n8pwQp(aOJ)bh;bDX>Sjb17*P( zRM58&7;;NH=q!jykTy=VKIGaPgr}j#Pk@lx|1{)Jkogn>=iq&~y#M7Wi#;(3Kockj z=pYlw&jSenh#a!0iG4rL?G3oYKt5qY4gp4D*SC-FF$0#yoY@&<|4d2+7zTHbPHK+RP+N!FmZkL}~`LoMe zDMn%i_U*yK5+aiCuo4n!8T$$SS@4H~W$Dw&l)Lil2ac!2H7`+{uD$ytf9cYt&--tn zFIanT%=Rqcv-{@2!j3;OwCrkh_WjaT4}-A}c6(m_PL?UR_vs^9?u#oTHGjKMDoUjd zBKcZlp(;oqVS4};@H@0T`G4>;i>(2wz48q}-w42BhG6)?AwS#?u6CfAI18+kMf9bD4%>fY%TM2dC*dD%^f@i zVCj6e}(Z&1*U>W3;we~}YxNk%C`~Uan|08nvRsyqhuAECx zSRB0Hwox0A!vPBzy=}2&(W)-Xs8)?zs=#}-kD!xQdNUT1+_y%>7Z;boehwk?!^Q=K z1pJfcmTBV3n;h>hw>d#8Uz5(6;C7=u8imUuw6PBLXk;WJ{2aai^3Dp9&@bsj=1oY% ztf_k?#o3l_S=EXi)s?3>j8uG3{k(rd_c%OU&n8pmUaYNItbykh(Z{b+uYv4t-QP!b z;RcMt25rNef3Qx?ffTT5_C0ypog+lu-)MT`dXM2zVcjj6nPS!xS5R&0#3_$e4J^Ky zr#C{pzAWmgjg5DJlZu0jnxbOi?YlcM%!u~rPZg(l6&GM5j|&d~fOTi5+)vdxO75dM z!PMun1Nra(kFD8REm=wpm{J9cm>0V`)OY0mWm8(qFwa2rLM`-Wo8`a#B>N_&uc4WX z+Z%51#Wd@Te%|ArFIQxP9xBSqkHW3x&z?OiW)1v6Am(8070q%O?v zaBXjq|8@^A#-sbV{I5*@niLO`C9Maik(d9 z1AA1oYtM50cTb3wY{~S&R<3M@cLid&w6n&=yW`82Vy&n+(#IJ7wjA((_{mUCPL-`R zf*da-#X4mZ^2k2%S#L^Twe_2E6syUn%D1*5tBOe&>O-w`s@qoWC=-VKw*sm2W&ZXf zrf*Fe(Vt5uhwRyXY&YY-`skIOqw8?vVUI%Xm9{T{e8pmxJ$@N2&^}kid~?CWzXo0& z?iuv9XCD8r?nE(rY_LH_J!ch`>)ZdF!tQ1{)MwU%`kX4kOPR*B5;V`eH+FIl&_y zeOPuG(qgSi8{x6FI53QTVJ7+kM~|VbqR}~F4ivw}2E{p39`7h=dlAG3XQ~O+pTVMA zF>A3_xYnfL`O!$>DY;g}qnk#%J8@O{qc?pRX<@bv%7gAH&I+%hKw103DD$+={?+j) z5xUxgs*&A7^|iU(gM@qKYl9`@d8CSI8xM_*`bfHje6U&NKVqqhs_yiANeYr@xr$U? zT$x6HK3TO3PU!l4ccTk$?612du7%}_7U@kFR*HpBrgJCsWm}H>ym+OCx;iT36?XI9FdlJj`ooJR-^y6g3udj9DEgtdE7@)0#ggBQlOWT1 z{5yL^*Lb*xT5~zrDDux$E|MBco(ti-oHTj=_zXS+aW*?9Dt4E0+`;K|AUD*q`HRE7O~V=}X@-b2Ro zHl^+kb$7W@rfj1~^_WQn>1pW8WdFaCEQ(#(tVYy&xRvwn$Q#7gA($L&pMspu>IIVO zYuNx0#x}+09;OzAf8Y6AZg3c4eAA;@d?uv5E7WvJs@_R>MZhW=!mN+qr#~ z%E!wZ=0ndns#8;karJ_lnsh>!$mRgOm(Ff(%)#nv&;&{x9y%R(ApbZJ1JmkDXEP5c zf2~?c&6lKXe$Xa)Q9j{u-=8&VJgc|DV{08{?+L>@OSXflTOCytQ}ty>Sh*?# zzN^#aC*QGK>DX)nid9NdeOzq*I^ipE*=d?JPkF#m(HqXSot!?cHDjE^D(%V4|8fbYp3v$@`p=}i6x|2 zhO4pVN?es?+xiIGeX&@kl)*YW7wNO;7BNC(S`L-X{B3-{usu32B;;vVPUTwX+E*!F zUq+~rsCHrx9JKPN6|5|Jc9ZMY z`b=ZhW&-^WW#9P%6V~SROoaH|Zm%Q zjJYO@n#qw(cCAYBBuBS|jK#_l*QzXU4rOlCdLY+&tSUhr8_GqxCs~r*8Yvvm0cOj! z;_A!X2(KLrl4reHoS{fTrZ3Zi%34ix_x=%+@8O3ZcS~lG@c52(H`L~?jp(tzs$2aT z(UJah*~PK-wN_j7WYx8mw3RQ7VaUxYe^!|XW+$t#ku`~^oG-CV+9|lu;6CWC?lrdS zrdc|tj`!_obvJC8&hgolpT57GUKN`6tSv#)d+Km+Ea|Pv(rYVWOH_s+%k_@7zmUDk)WSLLQwtC4Kn!tMD%|CP2gBU_((qC_|B5x#wE9uCa! zQ%jmlUo1kWHE2Y1_+o*{Fessxx|w49^9_2TJD68AfGdxa`$$YrFmViz!OiR#sn2{O zHL*v#4^K9AK@Az z7krfoWQL{w;y*!~<*>Wt${3*6lUf#wd?Ftm;0} zy&nYKN0GyL>K%Y0!@8qEks%SUVJD35+7Q)uF`Wy)&w$>!k9-k09MJ@@k<)5>B`Z`y z&z(u^BC+z*a@gD4y4jkeK_wGE9#t_tFdl7L?Af-7DsYMQcMa);NKS!6J{ z1_y6xE+0!!uP81V9mW=8wg$&dQCkA{CM18a-gj;k_M(xNoof2yB!!(x}wf$$REQAhOv0+gVP%mOhkenPG*>F?6wL z`Q*ms*aG}!`*FehD@|NPdV#>#%BQtaIY{4NiC6EEs}IM~()OqL44By`D$*2TILVR8 zw;2m=Bh#p@Qa9Psv9D<2gx`|aXyt{NkWQq>#YIt7M)zIhQfIiZYY9FB<=MD{!FTga z8czGoFLt5mgN1z~YK)T0tW6PPpSo8>BaMwiPKzb1*l=}?QDf>(tbj+eSTt@j3B4PP zCSXb%;f9hrQSA^L;zuh58F-xvi=+$BXMuzK#$HRe}xH0MZ0O|C;FJDtJvMRt+3qW(RC zivxE0X3-KC+)=wt8&1)HWG9jb#dt|lnapi>q56=C)ZNA*1ijICMBI-o`J`@fqmr!z z)95~9TN=Xi1;)Hf+5V^4Z?>9VIZi8O|4!Hryv)N~7Vu{n%ibqG@<--R*zVvSdXK!}p+4G^uLbTf3v zUNgSm_nqt7=g0Yb_O*ZLIP*N~UiZ4YmVxhNC2;SO-9TAv0kY74c5wu5b1sR7B_&j?v7t)l54jwugCqK_H6Y|H#iy` zmzAux`s0_?^4fCM`kth?1+jHtgWbKl)s7l(fqy)f!G?nmAq)&7ihuRT_DqW!qt$(P{ksxzO+S`RinRWxN4k_Pc#b#6qAUA&0+c*)@V z&B+(u2}uKRy|Dk^!IA;!0bXdh-~%S)g$X{OkA={|2ZZ4N=gWkNZ`;8ejb`h`wuSeo zksLNQ=)82Z?AIIENOsUrb-WsX?zY4g*Tnkqdwiu+50Tu(##+1SrPY0`S@80kYSO^b zLZ{V0Pc4rLd-jKZsUFYWZuaQO@VM7`B~t4>cS<`~oK3GI6p?(&)J`H=>y5DIoO8$^ z(b3ozZEgu4sbMh`>z!OYw3V*s@FeX%cR337`9(^!i1|*7^otb3+{vap&DHPA7~wz( z=PXkT=N$h2P0Lr$%V&&o+U|%_aQs$3y4szN=}|ei2;3a-JWHqbqq1bUFA6Cwq-tuW znqghr>T_V;JNMbzszdjWtwBqz%%yoA?Gje!Y94sf@?D{+XOEJtHhnP6s-Nw-DemuQ zXG@R;xpXqkX~;?jpGXPIQHrkGjKtbs$xw9m{QXUTgOOh$w9pTvWO`1%`N9lYl`lLg zrGg-7$`)-dU&qKJU7ah#@A!TGWCoFcG_`cFlOT8>##W$RZ?oLpFZe04u-{UeZ=m2L z^pK`0VIGU$lZ%v09fELNY*4uw#OIOH`Z3^il~t*7CwVBfX>~md5m)13ozBnNa8o^? zvLSeHHM-{gWG;@XMX6kgZj)!-&i4EMAnYcFGoic6*RBmcI$G&aU+ULJ{0&C|#fLN) zYY7(@h3_3qeI;@U-ZXZH!_F(oR8&?nWRa1Rqj-X7QrIx$bvrn{bW0l3HH=8% zsUOC%d?Y~hRzJ) zYfk8ZzI`;tRbW*WC*%?9d!av$z6!EaoRdeknpf4a$|sOXXRYGqoj#i3*;$K_d5B1A zjFuPY*>dpR(65~24i^WApNlQ4hN072o3)bL1vjko6?mC2pQ2-}lJr@}(l0dh7Rn2T zXH?IL>0V6`C7kLJH&oBQcWr3q6A`j(qXM(o=Q8>ZJ@4o0SMPoD^yTIHi>BF6Y5AR{_d(_nM=Pn{0 zO`1)TP;fwveQ3#@7Iq+EE(B>}u<5iEdiasMBX|xI@p=f!v&6wd^5d}>HXI7|J5LcB z<7fnq=`rE$iZ=}dUa!4@vw8zTevwNvhGP8t5)eQ>dNT9x8Sd?hfB@B1A|s>=6*2*v zY*2p4`=4brX6^$`z%>%!+|tOLrH4mbfxR=aZ)w1uvMO{EXwE$p|A)+uLMJ1hEYck+ z_@d2Zh22V^69FFeLFwk{Y{y~xUo~tIJtghgI(8xYi-Hd!>xxbFZ)m8Vw6)Rr>TJ3> z0aFUgJI6>F`09eWCXx;(xt`f|*M+H6tYR@}$C3ZO@D5lyILp+5pSWi!eP#)`{vv_> z(*C-(8!W%~`4?#`jS{X@p4JOh#LqVk0EEE)h2fNUKml9rmoMj+CZ}{Pgq*KlJw5vT zfs`?e&`tP|i%%o~=_Y_dDY3uiXACDee{PcY6AlA`hL;q<|MOopPf#+y3`zSrTpIR0 zY=ROTSsr|=5uTZ?d)HJAh%BUpvG(GK#~Uy7Gzl3RWMbW_lTP9ZI%B%3pX-s!K|^v$ z8yl{@fHBddW9D8mf>^$=xx5eT3L{vllPvrB(QUx@h!;pWcgyU}bO5)6Sdd&VJP&Qz z6=_8P+6n~`%)($5%GDZ6BJT?`J&97Z_phaU1mB*Dfv1n57;CZ`c`h=o&oIO_87Ic- zk9@`un!65VB{<+zvKU4XNP)+#N!*YkLOf&ul}iOgLtC1A`j^rEe+!wJay6X@7XeBj zg24Vfa%r2&EfBIkOAsFjxkSt$5g4NrF+no>j}IC%^m|r{jBlXaJb);4gcPAE80jA* zAtUIJTWW)sJI2AwD7k?#?TISJLGid)C-Vp9xxgA1Zvf+?rWCB+<*88uHWI2I5^D6b zND=<-G;I_n`G6(k_GEXovA>}s=|uOb`h~`bVN^2tU3%nE7(~2wK5BLsbw0-XFAy{B z`9sf){-NoIHY3KQoGXWe6|4l_{sUxGj7hPHPK5A3a{qI_0kU7kAD92~v3l z0Y}cnyj2&hVy~9@G2}G8lpCcR__yui>Y}Y`(qBTKD*%MwK*}^p%;P8J=B?260@uiz zn7}3<9}77SN;z}j!~K4#UE+aXGVksc1y{A0$^r`O4fz&fT;v zdQdPY!3s5~lnH-;56T1#KM^YVUZimXQ9v<{2V+gSBI|DDHjN$nhe(iS2-Oj!sg}m% zi{e&@eMZ_VqT7dz8Y6X>bp&OB1VF0wvEc>79&te=q(w$3{vcnN%s<1id;k2O#qmRH z2vW)Kpod#L{>KiIg(=2K1q-zy$LA=Gj^G5lZcUB~k<$pEsAMearIXb`OJQLYg8g4) z(-G6mj+ODXcppvpUm^s+b{EYJD2gT_Q!HRN;(GP4=@N;t=x5FLDj3X! zGay3Vnb&>Ao`M`|$Z99%WQ>k-(u56MhwL*Tgg6Or1k;18agGgKSM z_&)i^3&5Oz@E+!Y_cI{?0S;5>E2z$Y82$$dQM-UngoRby_rHa#8L3$ilY8C}F_h>6 z;*O=o*!XDFN0JB0I3Y#r3D~(Je-PL=)_>eXflfr<#_XU&(GXAwS0it7Sm@^yQxtAp z#V5Fj%o_3FCz5X;umJY5NkS#Unj8h*536$j3puhlBd(}VXlHb*^f3UiOL2j8VR+vu2NzM2%R&Z~N zU6x^l)Is8`OwjnRm z8BRY)NJwO=Vz>Ty_sq`jG{#d(b5^;-t}&0A6cTuzO-riR!n&_|%dH!D`3Kv zvfaxwzA!IRma)pnNk8e84MJyH$PufyQz;2uK4ZXDb`|C}~ zdvyy@(biwy@z|+)CB5U_)@)G1+;@48Hxgs(sijSm|K9uFWNd1xD0LL+DH;Oy~fYp;gW0izUguqK9U&KMFUpZ+kanIPFNw;HvtP{C zcdXM>v2{JPp3<1&*V{+W-l@E*=^q;*cUug};8Z(4PI~W84jb+5Mm z3y>b><}Xev4*5Z{$eB$0_W)!4Ha@UR9DEA z@md+9LRv#?>lx#MhlL1ARs%Nv4<+!TV)v|$|z9%}7lC!x`~-X1Q4)2-A^jX{>W z-tJV_J)1p(#Rz@??NA0|4Vup%ka0-*^C8#GbQFI6=`pdB$-Jw1qvo6|cw;RQ8!pDJ zpNbov>&}PA}h~mi3LMdm?dz|@DoT{@NW}hrSd>Heh-U6o*t!`tv5>2slXGf zihL8I56_lWoySVUJ`*8nNQgu~R;k37hP5MFEAvlY%72oq6y*E)>L5nXf_0Ayjg|ZU zi@Z?3SKNIY?=@wb%)Zs#$b$-%-HE_4%s5QbuHH%Ed+)S8Kx$WGAey$Xo^q)#O>Uac zJ5-DfS4H7*I${dFFEfEBl4tsa4dt+<9t)AkkI=RJil)BJjMC;qWk7t2qT6{IMCt1X z9B^b^)(g3P?gm{;S{YpnPceF?FQ9T7#%((Ypwg>l)3i$ckv)vMksi}vEaVez8wH5E zcDszPhnmM-iT<)pWr=zJd8vWE^|#uyAkOgl}Od6bM>ETjs zrG<4NpDi4CbLRkrXWoDU8OkG!+>9pB2a!qUWBL#5g5w5EejX$40jYloj##E~maTE; zx3Cc#ap8WyMtt2Nq^jnO0vQ^o86ru*{4rAs!V?k130bMoj&ttqvp^;2sAE5pW}x-X zlcLckkP@S%s1x|Q#gm9_deaE@HWv1J(O(*^o6NKJxNr@Fr(nBoOTjoD8UCg{y=`Yb zLf!@;RqSF!B=rwx`DV2DtlHh-m;?*2h;P+#OGv*x@gh*XUaVN~+Wm|zK(L!D? zUYO=F-dPjsW>J7d7G`a7`T6{}eA!mq&1dg?ai1v>y=e0lR>DgMu!a`Ur{E*5T`nWJ zUR)kX+x{C;|6q4XKaQQBjIX+RwUa%McNGpY+~tP~k;ILRs zv|g7rIvS$k8U$VrK0uL$-+Ndys&$RtY*9;LsCsO3uJtB zn$1)Q+1EcuGtxBqMhSp*jRw3Z)}W>MAjZDMvs|dbLStrqpkA=x1!5{V3z9;AfQL|u z!CC`?Sf7w0#PyT%bs|bb6|mv$uT_*eA($T-3%z6e<>7uBsY0vc$chdMC5eLkVIhBF zT<@Lep?I=Xp=zhI=P2)oqP&V1XGdO52e;{nOQK`&ROHYwGA4}{0gNojx|Z>EC_=X@ z??I_68*(QNKjm-el;1!C^SZ~P_~=1c*mG2thXmH6(ajY@H`9GaCqndLJIAV`#`zyJ z#Q`)$ATF#LL?4P)QOK{Lwt)c=9PGyb>N)WXmgha{u+0TAKoyCe0n?zRBK_F?!(EBK zRU!5cU@uTo8J5-dCc=(7omwhdj4@tAcAoX420tpxd4#dHz^1`K`{9qfuXp4#Anmb= z+>?A`_^tngp&~Ra#*O+zCJ-s!#V^7FyI&jpQ(pZ%3&~<`r$I95u5q43m`Wf*0q3a* zQF_sHb9D}0UyD7Sf7%+1HbWy3oN9+_M?gm3&Ej1AWvX6t+AWp?nFKErq`4}c5aO** zXDJjA0b5U#!+>;D&wS8kGR%mjxG$f{_$o}v!p`?e4^oij9NXgyQirH z_Gc9G+KJ3)F9Ec#AjB(h_)pC_I) z+=Z8lHj@^6CMxL31L`O{3V6-mZ9+^p2_q%d)07hXJ&>%oWy0x~L1Rjk1_;&tSm@+; zsZv=Y_7$8PLJ~7v;oI7?I*!cM-r<2$J!0;%fQHn4c~__6JZ3}m1f_=hfI`tDjBgI_ zWZ-!}j0AQCJW)hOLEZU=?`^clp7I;L7FHoW^~U+!rcgod`$+n(pU8R--vH6Ni>_wg z!|IH!96P;`mmRS4!e72j{9H8oo0}XR2lcs#;DOM`*wG4nXls@If|8)UW-3eoyTX6O zm>F$Dku&QU>2h=*uCdujkyc(s3_3`MstQKYdJIK9!@`=ew118oaUHTpnA9c}2+ugX z8wWQuv{j?KG~$a{R0H+ZBXw@2(n~R9bqf{<$?@D^EP?_a=wQfwZq61gu=Ofl{24d0 zhLOG=R33;;+dC1fZSlu%R0C$;Xz62fTW_C^BDzcET0D6@XN$b3m>Hp86f&CXQ7UCh zxlX+6{83$HSOQy3do}evG6m=<3wa4X%X7VVj^${Tb+ES0oWQQ>lEYo z9$K;wxR+&Wb$e!k5Gf6ep#Br7CmFF8z47at&ajZ7eKsa4mQhhe8s>LYV5xdhNF-~m z=-OkYhQtm>!MXF7%IQ)kruqw%UU8FzVMh)q5n`+Eff?b__uCIU&aukwG&HBOm`G znvB3Sx0gnlf%4d)MTmAK7o_e(1il-}egWOmmQpErTuUc1_wB9a!@P0xlui2a-qS~Y z7XDdX|w%<|3=RKgGplgAD$_UqRc+Lzh8kx@ev#?^DfGXb*KM{)iLy~|UlWPLJ zh4nvQ0x}DLjkjcWAnSvde-g=z@~$}%23)CGK1lZrYAgyA(q}j^R(7MTC*LtOU}clV z8_(7rR{K0c`cz`5P+ZhVAP5XazLqML?3XX)Yq!k5#6X4&3dprZQ6|vCP-~Z|oVXze zX%4xxM0HW5>b^v7`%o~Qu4UF-em%M}pZ9J8%DBbQ2*oX^F}^XvmU!Q`u6;}5NG?rt zn(v?C0am;jdM)E-XJY#E;d-wDOKp(D#j)T z8WI0y0l2bHIN&NHT#$c!MIq5GR~Y#2sL{8zD)HXP4D2_fC6IZLI!Rj-nn6S4(UXhz zAA|wFtrr4o2G%r`_=q6IC-!M&H!rs99PHbW!;{^6 z-l@Nn?S>Xs*kiMlSz18?Amk|uFrFX`duu6|X0C7CldnK5Q9jj-DuQ++x2?EK8!rqO z&UMjlc>-1MDF)Aj69)#73EDqmXGI63wmq>+q7zx4UeQhl-hoOKsZyZZANM_aJXR|6 zJ`ZbDbS1ke&E#;ya@B?Y7K>X&7h`(VNJndA^geLc37bv68 zG^0E|I6@ByaOtgYQ+`=!Gl3Rr;8w&LqBL_Eg~Ht^Bj}+XCq%{kE;v^XigGp>YitzE z!i0%R3;o_zAVm;H@sRXZT}Yv<37%a&od~ZY2)R*h9i5xx zDDQ>ByP^%0qC&emrj(;9w^Udxp9Xq#j8wRs!2?85#-kmafLrA@EroFX6F4+#sEYcF zc?$V~Y@IO(y^54?2Y&?8dVUXVrJgKAly3R79~%!+8r`j?vf%Dp_yn{{0zjVlC4*=j zM(S&gUZIo|{sRR5D4!ny48xZUv5{Gi5w@H@cWj&PGUc0T zIuS^hI?o<5TJT|JwC8g4yZPlxxq1JOu4Yr|>Jy{6XPGzdkFH@S^2wGS@WmxTb zK7e?2@nOp!7-S`Kzzj1e2V4?kEvf3Opm#QA-K@Q%vn=K2?C*+m`hQ6tbcq!S4F)G_{OQ7I{v{yv$<^cP;Y8E76c z0Ao%Q$w2WT`ZZiJL0qR|waR)nX1 zbB}nIJiobW=^jmz%iJBLMWWZy=hkRPZ0^h4woOY+(h@jaob687_nuo?igK3$JR9Ib zib0V`!BsIIB-KXPI(o z2aRJ(DAz z6K)#jbUJSNx|&jc^J4QJg><_a^sp7^vbq#*_osWp@LGD>Mv*oAbW{iP`$DkN@L$S) zkKJ|}1HOX=*P_~tf!PmgdUB6h`Y?H23T2Bv;12p`2?2 zyp>Mmrd8s`seQYIA4&u+ESWqQ^y<+b~J8Ox#ptBRo75Z1Tf1K+{EaO0kRlKxlP z3&?dMn*XCId%c6JCo5X^x`W;)c>H6WMf}=|L*rwb`6saCPR7SQqV*1&d z$S+ic^*ac2?fvzXZT0DVY8bzhRgqFXRbLS4CN?u|tkhE>de__Ap~hxX8zV>y z6ZrksWXkDC$&04bjhh|o?kXCW+`TnJPNVMoea9ZAi%imYb$W%Vpis6pV>Jz<;2WOg zec@jy`Ts zcG`YXS>Dma#)i6ztJ5=C*6)`ds+OuGCYqk&cA0D&R&rEysBZDzuAZS^qfKT3qmJQg z54|dSA8I$9HJ#Yq70Z)vE|>fzmk!}aoh24m{2mtug4!8S1#H+!qnjwKtxAdQ)@0Z6 z)l<_nRJty2FX%nH+vcjnIXURs;JUDp5gt=k==6xKefrm$6SEg+nbj*lPX@%tv4B2* zhm02qv`>@@?K(>PcsSU1}tudTr@niFu!l(`M;+B#lJa z#PR~ypG*CYDBu#<0+WR3wOSykmSHqez3o_g)9L!en0vwCj6jk~RIbvCqVYY~KUH6;#rHul3irW~7JqDk~hkpkQ6lt!~^2ezSYLePc4|nOYhf zfKl$*bW@xoFdh|CUCd{-sz_}SbDT3UVSX;gu4OteC?|0C#ZUaH+fALQqu_G$GHz%O zg8##qXi0Kn+j~DArbdd)-7S`|%Le!Jms3~f@-?#-xfwb@WJ}(rrQm3xipsU+lGmjoSR{u9NQ;3 zFHdePVx0!G>?gXZrycvkxqd8ZZo1c>Sz5mKSoawV74+=5p?s;}=eq20y+E|kWHnN< zx@9vfsY|BUHH>JoJ{-AmTJ^HuyjpHkuE%tlC6X&S+D_f!vR4z&dy+_HJ&2>1>T-EC z&|H15;T?8}igmfAf{bsd1D)QwNW`xvuaF^}&~l;t5I*U_ucDHbxyD6ZnTu_Hjlck> zdn+YLHSoWqVd>4x*XkQuFS&j?EddL!oq9`-h4MTx$MTSGs1FHQuFq1H0vfCeY|5OzWjq z)bJ>yerS@%uSxvtMe6EH)88Jh;X7|5;ww9GoldsT(gWUHY*h>Dm|iZ~cfN2v=rf>! z8muS1?h!2=ORe{4?U>`fn6@3@KPg0~cfxIz$o8y$GuYIu+KSJ&`m>tiY+^|fBuS`z|CDgDlpM?Acwl1bjeCz1QT2OE~ zA=LBCP1Pf|_gIjx)*3+*#x7xAwUxqTuyygXhi?1F-h30!euQEiMcIz4k2_GSD`z%kxy~ z8Oxr??x{m^dR!gdv5UJ(VQWT)~OuCKNnZm7kVFwKTv<+pL9tOmZJQ#6t44aqtn zudqF+pjntB6!4s!oQzfo4GleNgk&mfY9fKkraUV+lu}o*GziH!XzxsvF1GhpYN{i@2tHd_* zo-X|WDo4>_5b)F6iru`th$tFx%f4E^nQ$M|^Ke^>!#~@szkb~=JN;`M2N+OxEDhj# zYuzG*_&HFe#0JGzLjLzG8umv@bRC;HEoW_318k|B_GcHTEb3NUujA8Zgn*R4HMuJx z3bjp(Zvp8NoVUGzs0DuCh%9r3Zy&Z;VQi}YF+_7Mr>Fj&_h9L&(3A>WK|O631BC#p z6xHy~E+m=5Bh?abTHCMCw)$v>9T^b*3uIZ zwrwk^*Sow}g_WygJDwMwIp#k*Mz#m8nx=Rf9ah3y5?M|UJn1f%dVFF6e5w02N|*Om zWvTO`^{4W$;-O=iL5VP;bbSU|1?;x4E9N#3854AXaP#AI1hVk|E|PQL^0l;hcuT-+jXR&VOz^^L>k z6(burnwCErj?o&7k*5|xGN44t^F

En;VzI{vw+kHh7)|8IAhlzI# zla?OTt|%526@3^V%aN`oxh&M*KdbR?jQt(8%*;r_6_Ut`EmQNofnV?Fv@iUnIP7zZ ztwVt>sSz)ehKAnkeSs35n|8Yy51x9$y*t8b(fjon8+~v=`)h_aFj}awDeQxJw89=5 zLapR>+Loi@GGDmN@9xrLTCHu=?9q&$BiG$zGv?Du?{2%UjgObgr|$$fLVS|y zD!enf*)(6|u)K7up>`~v>HJ=L4u#_s)7(Yorp&}d$ChEqP#8@L3$){acF`{Tb;GqV ziPkgdN6>U%NY&l`rm~bEw`}uzsI#ewV6V5kxvKw@UGEqW*6vT_WDAY5K5u;bePchd z@%M}Ex$81y*@q*DG5qN0$KXOZSV2q=?n*IqT5q`1yeSY#e+->??%C(314_K8sYyl$ zL)DUReq2eX2aZkkdnDu%f_B}n(Jg)&9k@FV7+{7@Ii3_UL(jx48yY_CV(SUGE?YXR z2Zsxvyua*d|G9O%8K3&vqLS-+ohCeq)BXsSEfF61=pNrAbAj{UWIyd!<(B8_5Z*1a z7Zw7)ol=aAj7ZtVb+$bEauoJb4d*KK&9tE*D!;3u2jk5+y^XzOWc$DVXk)hbSkzg# zE!P`ihVIFlPM*JF0oTa&M4eRMc zvibk54yO?P+MWyftRwdxmiJ(FHuZD7eJni>4&Y})Zyu6f$zwd9ulN>n}eA!PmA z$uLncy@!1P#Fnb|Xi@UQ!#H^$gikReJNa-Zbd@F6y))cI>Er0+We>W47@6(HjoWR~PX@=;s%wsL{hgGp_8nPHO9Za=im2R}3uG zBgS0XQ&yuhUq8=LyLL@_k{x%+eLG%e`Vvl=A=W#-r)Ph{)H!!kE_3mh!ER4<{{3;x z#kR{nC89Ez)Ug>|@T~imr&INKWR3+z7M@>g$D;Da-iH zhqDa_#Uu@cs>ihLT#){T&Dg&Z)mqNGF0sFdX-aCdj!frjSAFzkHCT!mxG}j{tJt8{ z>=jjn_u!&QUmOHSoqYL_vy(!wJ56t+_FO`E;*(`hSGEn4uX}l!ZrEM@5!&@5UXK#Z zxJ3;0zv4=8>+)?oUL@U=Te>?gy>NB+Osupq)v48wZ>F|aaEt8rY7Uh)=r@f!!VC&n zT5W0?kN+m4e@EOb5R6?yiZUa>MF_fTzB$M$@m*APidYdE8+EZ#RdOwS&?Q$?{8I6< zW+cUF9APoNGH`P;IVLyhnM?S{aef^NO}=TGkdM2(%2ggKcGgc-;u9*d|E;b&x0-9- zSa;P=&S77Futd~%ak*SL=zb)f`~BCO_k?QH&!8ZC6Jak&O#0$h!`;ucgx(a0Y)Zb1 z&n~oY)yb%H-^DMf3Zpba@TQmkQ5__AJ6XadY%G%vN)0Y(*5x@FeB{r6Hg0RHVS91C z8>P+pXpjpZUQk%R))J)M^aQGr*Cv~mJiRsA&Q!l3cD@ff0|UJ>>iWX2O#dQwQ?JDbii}O|DUy`hYGKL*?dAn%#sMHS+)v?Ov(K>6dM@ zm+)GbFz4*pPnfb_yPcQpBu)v2GtE3MMHCZ)fr>4Mr9!p2v!#leg<~}l5M{g@O-2m3 znG8<5%!#=_0CT*Cp4Lldaxyoct)1YmdCb5 zoOg7me7B@_)`=EJwpht$; z?(COTm5A!^#uy*%3%bvz^!bNrU-_he!=Fqn@jPjl6I}Sx{P{T6gFJ0y7k%Jthgrho z>@=olIg8&i{;C<%@cJNa{_3TWf7cx&{ip;$e}_+tBSMCiS05xypal62 zb)K+naZ!orU0XNgT@k$eDcGBEoPn??k3E=A#cQ(K((S+AUAxzLebn7hrk(1s-Aun! z+;APyF;d*?;2A7eoVQinz;*4^yMFR~U)*i6+ca!4t@G?ttX7Zz}&<<^QA_ zk9M9OhZ!qihsfrdi50YUj91p2X@MdNas<{(L*uM%!vDr2er8bM#y?!Zc3y_w9r1-p z490WQv=l?$9?;O7zJF2$GeE(xXIdWPEE=4Ea={Ip)ZTcds|GKew}3jI0m%DIYeTwDn4M zrU7d+Q-0~Kdy!b6^C{zN(T9(#@huJ!ME%3N<&EV103uJ_`a9;wC4$klFq z);=De_t8x{)*HmSG{_{3e80m?pL`m3M`e8DZPVdRGWT9qiojk$h7{&6Q1W`-aJGb) z;a;g&bR=K4^QhwZ)RK0s)&e2r&3g^UVOHqE0`nQ=Ap0*@`GT@3ul0IIEN`lNIX>Fq z6V1{gc(;@F!rj{@?Am6VxXlu$zjq2;#b45p=yL2PVeL$GHJ$v_)MBceifJ##nXNxx zaQ2_G8aouG)~X!{zur4a?XPo%TRYBFjFtH#bPmV$o7TDK!+3Mf@NW<|4X1nK_`0bV z2v?Gn{nL`qIjPt0FDSn-TRZaIjJ7sDbM!>~^mv*=z#)Z$9-3hL~ zoKN+1QoEUfk27?Ut@(nU%~U#bk4ot^+v6PjM1;$Sh(O0Epy%f}S;LPKWtrS%0?F34 z4CrUBcR2-lj}y391a>uD=bXB71V6;~IeTswHI6^~ST${svH4T?EIcuc%+kJz?i;V` zXb;Qv>4oF7$UV(1Ce5AWuUP#8c5!n&i4-2)9SFQ}vmtT$4JN}>4n()R$LqZW)t$!0 z2))Lm%Lqxq21kE+^db^Z=U$)qFUu^e)%fh1SG)8lBxh}@F;^qc5?T*^ukdVlEp1E6 z=a;E)n6>awHyld&zq#mDox^Ekve7>=J@jQD%5hu#E~s+n@!Da0O0IumXW@eC zX3V*@q+w;IQl)XvKqvFayIk&U^LhDvRbt`6vaM%jE4dv0gh6@8#S*b+FU8GR)Af23 zO|}8-k}KGAA&<*bi>};0{G+ALdCUw;{CcpHd5`7Usgk!f?)h6|GsP<5%Kw0R=IW52vuP=bCQQe1 zn4sk9jNFi-%6w0*K3nT&I$QRee0FbYjpO{*G5ASa|6%n*k;npF?b1w|Z+x#*nyu*t zUpdxKc>s6&k;+)G=KZMSwe8Rey`|;?*}wtp=~o8(sko-IREgu$=7+6gVfI|7NhZi~ zUk=XwD`J=6%w42y$VK%Ia!zaKrRG40z3u+I13Bj{90yKEk9ygbf<%#_vN& z&injt5`%2Rl^zAJK(E37>GvCp)*%wA3G@QOwK`cIa`Y|ZxEi}6w>@1mOR zZyA~%M{AGBkE@A{xVmI~r2-$^9y025X@1D!O=Ps5@Cn?W0bXzRhuI>HE7jDtPh9== z_~|WCe09%*5ka-@4UFtt(uTVA=8I|jFSEf$Sr^IiS&pg4mG`K0SuH1+T?N?Fm^K&; zw|!oakInrlx8sD+9cf5KD_C5jZLiq!coXd<=~p}5UjUN2{5p2lzPHVSy8e2GgdUIV zdLsO!mrBi;uK2S1e9gnwWQnUd-Wq=CTI^)VO^w#bmCnkhgl79?_p|j6$-8m)_8*1RNKoH^Q9VH)%`Tcrj0Aj((sMD`oV5+lU zY5_yT5LJq9IBxftmK?buL(i~kZ37c@Hn(^Z-{Mvn#365{u-M_lKX`~GG6{DE9bXHe zYrrxikbS~IsoD?IB*uGDVARkg7I{hHQ2eC4*U_W;#CpEOv;MSKv+8=WcFL1%IGX)a z@3(9W8_hZ=Vc;F08nmo;>n65;(}D(g`PRR=3)mRHklg9{%dcUAXBF|5FKSQVW0>wP zrzUa&D>vFFSAkbWc|Qn9nYxJ9K1p$lm%R2Xbwu^`*OGTYzryJhLCw9Dfpv4a<(q-O z=IC9^3oci&LAyQ~nM+=p&oWzdx}f`aG{qN=_MjYoK(P@~I)}kYM%A~gO~iKjfr{?< ze$NGk>v}77O=V-LKsv!Uj7041r?P2@Gk{tKky7l)7%z?PZg@&HqO02dK~TWA_UhE@ zUL)w z&V}x-$VOvD4Jfxmc!4#Osuc$0wB{{yAmo7afG!abLh|PC@dH{H2M1I}oKU)^zcKN_ zw;}3hzvmDaf0M~AWwk%QAWQS9z435c3ioiFY@9OVwr(vtIqM>(4|Um!Jo#wY6ur*J zENc-SWW;1al#U$qC5%T;9^phzISCbg;uKtg>o+x?){cZBR0LdBr-nSvz6OTR9DVF2 zwA&*LdqU&?-0A2jw*QBrhK{HCH9S)EeCjv2HxsMSMJYrNht>SCMJJ+T$C~_u8m8dT z3+3PXe5K2SII;9(W31gSq zyqIp5s1)?*l%Arp?s}Lw&UOv&yjd-dU$rQ8HX*bd;L67=E+4VjG*fPMUDvzotrqAp zMbH%ZqrHdT>3z~r{6j7|4-DW~NmLaS_%P^I z>Q_`XS0N086>q=ow!%MV}?pQtX)^MHouyn_L!xyj;fdA#~bk zNbbhDO`JDGZP9S#FOH^6(HVa`oIjM=b9u*AN9UnKQ!m-EU&G0)n^DsSja_SIB6iHu zVyY0m5<0W?RQ*2{%69eA+3Q!tpB6;0$JDvZc=O633~$v%*nvsKrw%w00*3UeEzPJ4 zadx1}z=Nf8c!IuZL+>6&9w1v42v>LsW-^`5%m~2=_5amcBZ(#Tb|l!TTrNXnn-e{j zL3L`~^YXa&HMQsA`R4pi=XSMDQ-c2Lmq0K%(#t^6*To6hxZi`kru2P-Dy{Y8+U}Qw zVQ+lhRomZ|dpA7pQ|ep-@iXtYn_H{-tr2z8x|GCGmQW=ytMPOk_N{z;1yx8rc~$jy zmVDLY;5g3Xr(*xBIhWHft2_25y}B0L!^@)^poOO*$qCV5ye9qmbQR2#eKAK~`jWS2 z=~ipBYv)mKvvf&BiKs`Df+?F603R20a1VJFARH=eGJRF93dXK^l_=c--mRw5onh+=#ax)meJ z`Pk`kT1Nnulkn(;6yMjsrSgj%*y>s`y&IVJV@zZSrh*+8w7N9xL5w?kDi3OxqA%7` z;!}293g%o+!pSJ>a_WB0?iA-2&mWvgC*-?$9`u{`#m(_Gtv<4Rv5I$Sq@oC_-S0-W zULAX(htF=O3Z6CUR^6;WA-6ESL2RY7Tz>@Ff`&W|{2gp#Zyrg_8!I;w zXN@)aL?}F%W@`ucq~MTZ3J>yPlb$Y;uIoFxoqQEt!kLZ3 z{BM(UFsQ4X|UcKzpAvX3Wdpv}m~MzI;#jbRn+EePTwx>c*J*^1LMF=G4Eic5Yj! zx|@Th=Q6nePkZ%es(~Ewp~z2X*}-F`l`4-k6VA}Z#p5>FZ=pH3lsl$bUM?`<&#nIb zI%nU!6j^dHtk0!=7~4v|vA5%8QTQq^@nITRY@eD5r8&@+j}11+=LYsHRp zy#GOypZult9kjG4JRIv0s&Jk&xw(sF&)Vw_&#T>a7B_>ddvX&_zldfpLp2fp{@5f_ z78bJVgu%1kR0H&`1Zk#vxX3YG;@S7Q z=u6i`ef7?U*Y;)PjZL{0)Mf`T(8g=+A-|(WE(BJFS5G_`m}D{n>}n0;4UM0t`)1Jd z!Zm~eOUtG;3weW89t{=QI7>K7z+#^=<=m5~kmjZU_g!+-v7K%g2d(X*5vn?k6oPO73SrtwO$mN#S>a0F+L2T1I>zfv7*fCYX1^$Ag4r zb0Db|10F4l#nT4AtvgUVd>kYGl3)2PizoG3f+U#GMlM|DpY)a`nefxAe;q?B$*c|% zV;3H_!QLFrqU9?!G_T}uNSt6Scn|~0C>F-Tu;s5AJ=#qW2#q=!B+*O+9nDS#kYFIT)|ThI!vgA50Mg1Rq}ilZ;ZIsh z-E3a<#k%uDUM9Sj0A%n6Tb6V2!q>m!Lyoh3X`mbN$R)%`bc=qwynI8eZiZ`TdzL6v zJ;GiDf=)()G~P{lTsvmTAhw5)^v;82YSD2{lLRg_A@G0e7&aupzQNi)=5u%Kce#vy zC0ldhWV65`LrXIS51lRXAas(Ml4SwLvx{d+EayTJF#aAS&(~6roPB1>KMs)A(0K6? z%Y`pBKc|6V9yyfp4%}u}pAFKvuMimUJW4FqYS?82O9M=+3!Na@^u5=GwVN0E=M|aQ zvSTP$j<~Bb`ZmE6Fro|gz05Cxr+??>Ir5L0VH$qaM z_qH8YDAYv>jS>jE%JX@nw_(TGICfJ;3C4H+v#~+Jmi)c2aj^HKW=EnTf5P`aDkY)Z zKvz(Bi4PjYjc;q zVGQ5zcl}@OeS0|6Yy0m+E43<;x8$5d=?#%W!XSezNoqyX7{{feam-;Dqm?qqh>9YI zP?Av2W{j~YXF1R0oWzXdgc*Y|GyC~k@4NT4_jT=SU)TQq{`u`||2O8D@AKUE{oKdT z^L%gNc)!yXVE4NR*fwiDnfti<}vL4Ul~!W~J`JM&=O z{>E#S*{!Xu_JwZNKkB|3zEHJ0o!;pj5$gCfVTStY6N2L_<$ZzL#)vdBw^Om|<;|6y z2des;wHux4qx(c<>HLSA3rvN?eet?RM#z-cmTx6{Pb0|~cDBPw)()v`heal;NVe6@ zBTx0J1Uqj)J)c&L9G;qU@~rVZi_*KUP;hO>C~t%IEH^zZVKMd7MPD~JC97l|Z|WY5 z;-13b#igQ#oI9h$3U%wmeQGKD38KqN7=S!ks+pVxBI$>ZS%g$zYU%U-ei0%nZz!gK4X1+kFu=qMRri!Z^Jj=8~|GBu%(rbbA!j2 z__wdEDx?|kd6RtQ;QziP#;GCc&4Jt5+^Y>qkOLhB?xQ7M+ZyxrANujX>U8r4@5y&s zKxfcFW?Kqeo@&tTc)cJ2Nf8y-T>y%$ej#cxyQkgs_{W8PuC#5$!7RC(TPn6iR}a@L zdbBQ7J!{@tfsy17Ib!6#Y%jI;=Zi~<4eGHL&rFZ=j!m3D^#r7iKnh*JzO{2I1AaTR zT*tasJg{XtW>J|Mnr*A)3uCRlrCgX%iY>M8eQJB`%~ZcF{r_bfrn0tKb!RSF7+DmZ zOE>7gyEUD%Nf-5|`B1w=^v9wEq(e!E(`S#K`L1KWTl7JT0TUShl>qphT=z&*QNGoM zOP_VTV|^+MU4g+W!lGPN!4z5h2`5y=SH1SQBHsU2cD}8%F9CjIH_Qb@oU$o%$GL?a zK@Xrn`{U+NA}j-;opu}8><2AClyjouqu&g=u~NVVZ&~uzx3vcx6UD@-$t@%`-9=jo zMkVGQ*sJ=6?TkTb>>0%KU|?D5S+bp&vF*enXPF+nFwDhNh~;^vL|X7&f?w@m^L|2y3UFZ$ zfRuGG;}4XF=sQWzrvXjukI{|bp81x*HngC`47o>n%73!4?dEFLhMiyx!YTY5eIl4E>?6BK<4y_6xDci2KQXM2jA zb*$bElHRK&Y#o!tH;}y@JZ#c+$>MbUvjDswWdDV~SUMrqKq~WKXZNWe=8hJuiG8km zcjkB4HN1k~xIZccl_`(R)M z&~Q4g)c8qR*$I#_(VyfBGa6h$WO9KEvG#-&c5FywlZ+5w>H7(3cA(l?0eS-5#9aFW zV!=Io5PUxfZOz@kq16&TeE8Wf&bhlqVD-O(ZS7`^D>nQRoDDp1%^)LWm*wsKivQ-$ zR;Rl{1DhwjaomrUnp<{a ztEZzYDlh7B!|Y&D6G|pskE=F<@LEU)2cvMa9w+b< zA=Q9#>JH1OOhqP5vEgel!EaHHQMWas><(R2od$ONnB%?Q72#pkd$V)hw|S)iquZPH zY=m}GqYQ*tEzt7hVeLS^>2YyTf<+i~ulK(_0bHqCBH%9<6|>X*)qVm<9bK^5av)oK zo({eqC;A}}8ZWALU`&u_%0CLjo@aq?ou6Wj5NB*T~#Ci{{j6}4_03bbZG;;SfJsD_tU}xrvtg~74hsUHD#cg+)CjL3wHu+)aQUx zetPaLDxf!YOPO|c59`F2K5FUJ4|$O4pvzHgSc*7qlbqxOd}3gk-P6F3w>x0fIEn14 zb|+7jo@UeIf$~Z|S%)v=paxVpACDKAUq+*KH*mLLQLhf0_|lFk&AIm$x&+9ptUT%z>YhY-LXLt{K2Avy7x5p1@I zj`{05{rbSA)Bpmfib_*hGhm+nWRKz#viEOqh1)k_V5dA?hF_{(G7kT0j!1bLIAD@U zzYiR^eb-hP?D#Co3Qkbk&^12->bXT}#tH!<&)d6D6Sr0g3mO`zoqQ}94yTKD8v*_qyT|9m?X)oJq&|c9|2QH z_Ap@?!4Po0Me!VNZ&0%ts0H79{A*ik#Da!g9|PcB?FEc%Q+74Q)58ii>66k#fD(vn zt=k!QmX(xZ^O!L^p_sD=2rqs0Py<}gL` znd070@c88~3fRp?`q;suh|#4IIInpN`NI*TZ6j7s&^qs59DJ;@)MC~a7Znw4DquNn6_GS@UP9d+tpQSG~xj zA>^4qMq>^HIJE_=HdIrVU>^|jiU*5$KSQH2dCVh)2CqKHG|j{owayM$A>KP9(J!78 z-kPg~%dRqv+-9fa;q0U=1^)6Ci+F2!%n$d>h~Qsq<8)ZEOx$aMZLedsop zPZ2iA0!4?Z=Dmq&@!1FJ?ZKmWX{IG^3=Oymjr#td%$LWN-2$|!^DDz*X?0T~3hN4z zkKpXPxbtkuh(y^;vTQ(Me@ni!Jw+R%@O<)?d@^Z29vZI-1r-qiPtbaMyEK6AC; zaV!te(%z4}l~(Ln_D7GxFyV``vT{5>TE#}s=j#XVB1v;Y;?Qjg2??uY^(n<4k!VnV zC{c@%28;()x*FjB#Kj6LONf~Ssc0dLWOqa@1Hi#Q$9A96Js>qchT=iNMO)yYM z7%$00TtIFtQMlAjbHobONhaLr=EARhnfs6d8=GH)sxX(Y>X9O6!@ljxmuDr3)p1l$ z2DB*DE#7Noc`B@Tr3%KL6jL_dXb4t16wDC|6Zv(#atX1TpAt;|=Xa&-Y%lW02fn0K zh^Ft}!zKox*3=40d3@`Mj)*a*llhh3Wl3HoTbh6JvQ1lhcZI+C=*mG{0>3q0J3i8D zQ2hW1Z4V!r9v=qTjm#&}atLQ>G>;lPs;M+5IQ;B)kX6<{2EIt@!rma2_1|VDf!%|G z!C77>jL-<-ooyUFj2zsJ2ZCHk#QucYDa)4s2k0q2>2E!JDK03biunLE^on<3n!z6i9spQ4IUtj zpikL_&~h%447_>+1iHI|xyO!|nPw{XgH{$U&v$m;*PMVlL;=MyS~H72`nQUml~!~8 z8>Lr-9+3WV2;`FZOW-)`kf=~lxCrL)He!l2q)ex`Gj0|~?H7g4NCBbfs*f^1gnEx{ ziEB65=0}HaMqO0;ZCz@M7;wCH54yq*AhQ1#KKAbjUDyJcbn1U8*Gccpxe7wUJq;J) zBYbRZ?5goa8=GgIHBZ_9Fi%oxO^!78)YsQvCmr#}^=;uxu>S+T)WRHZIsfAINo{TI zx4&GlRCB{D3{@=P-qYrQL&q9fZ$zs&0yv79@`=|8;H+d75FVsh=MLE~j7%Ctn-3H3 zdON1bE843=x%7X6;7#vz@6NtI{6-h|E!Fr2YdF7MDYhlqrzcBm?B#V(B=PfA3sc70GCL_%Ax-e@L!mX{~+ntu1B4y9P@A78{(re z&2?=Cm}I@*J19F{kgOHVTZiDTg$-m_X7E$;=QD!WChjlJ{{$O;=z6?ud65jxuVli9P%wkkMzs-3oYk7!dv8iyrFO{#nUmReeK@JIAn~mmUwfuIHeS}cLFy( z=h&txRoN=}{q>65-GzrR);qfsEFSeMDM=MPyK=?+Q;Vo^hXHvyWZBRc*D6XaR{s1j zDIm}t6Xkuz1AA6Sr{YG|s;Zcgu64?aa1G^_2*bWm2g#;SDTp!a#+LjND)|9||yk;Co#&aie(Q0Q9iApiRCxh4L{Z&ygC)MHBy+gF3s(-dew z?BPQjaM|jA7V?q4p}eB>d=awfL;GgSw>o#bY$$aT#a60Eu3ZCv*UY4#P~m;o z;MqDSf8R81+SmHUaHYev8Pb)L1-3n zCbDdg&bd*dg_Y>DGjfbYfeAja&c}wY;&d!^YBqNKCqDkf7M_6TZqG5wF z&dUun{=_{86b9>E@9klpJ}Fj;#}}y8{mi83(`mYI9PPF|Jv6V(^AJj=Kf$Qp;F?QOoCh9L2;`)dDNSy zD|w+FG@dAi;mjY(cyKo|+P-KUiyaAW%^&CW3}Ip| zPO^>JE6TqUP#X_+>l!i##pKw(eEL<{gtDvCQys($BOW4XxGVq4m_k7f~Z@ooM6v0QaNSB^gW3VS2E8X~bGghmY&M;; zKKF4Lx6H{mS~tcTzd5lv64I3NIC~`=T|2Q@@X;F1>)Gw=cMtTBTBOwXmc*x)Y{u4stXYV~9n;@vpG;Zun6@ zIT?q39qg)EORNj*JZbC9ri~8=4Xscu5vS3c6Eq61q^e&uvTY^Pe+}*57y@5fF(R}H zrnoekuDoF0OOEWI(Wc>$B^U^d4Cc(5Wd;nL5*yb^=o!^R`w))m`H<>A=}1N_)C%LG#Pd`k@VHKujtH z*}=*X1b@-fBrcC#l}QX=EhCJQc*tSmgnx%qRAebDoe>#~Ou^}NjJ~#$L-@s6>Wb%u%PFu*NZl>n*_@oowPn}M1 zJBCrq@5IJSX-z!}Sxe;(xbN)r&y_3 zVXgg&PHi;u)E!L&OqHtP$#6PH&zM^v*yMQG8gp~IjHb7Vi;!9Qn*0{Mt_W*K!=LLo z!OSUn1L=~8A769%bM)e{<^jre+&qduVVyWUIcQts<5TrwxK)Cl!HYE-Uz#jK5xp+M zLmE#d>T?ZzH%Z5wnroMoy$pS^>*cY5w(C=!=JR!pRe!9k4zD2PQ!Nnh2P>a@d4?OU z@KE~89I@d`BOh0DaGUvs`EFgS@m`uU8=A!lEQT?+-XM!)JttNf$4 z4x{~>7ZUJ8q9NZ7STd+MGPa;)~ zzSk?Ge%2|B*>|k{pc?6o5*NRj1zRgAg?(!ja|~=x;FK$2yYI=+ED-$`XT?|}n6dQn zwRk#tW9{m~lpM}2VCjKVPRiH{`IIeo`AQal#F#gKU>%Dx_O{ZKOfp(?6)BFzdwArf zAc8Q=7I$Y}gUtBqo50HXP>~cSRR~;XkUk{uMB!$kmOiS*t5~dVk|i_PUWs+9blQQB ztI-nQbK;-GzuFzMPqSbc(;3M^5ursD{VRc;oKgJ*AZ6KX5>A{$m$W?L^Jg zR|=dyUQGU8+t-&!o@u01`$k_38RnQe71zyEu=HCF!I*4*3&Rl&Mi{ zKzAylQ>Lpc494yq8MA{OG~FelWoW@c;yQ-~TmgLTRo^-?mETB@yxXBBR%rg{WoSeg zl>(n-=jYoRu&<`0!dNMR#;gT1_{R75_~lj2I`-8$ROtMV5P0a=M=#!ra{id$dn)$F zvVgUD|7acV*7DmY3NM>d78L4M^Ym($v6_)RS&12yf)Wbr6$!0BxC}uBg)QWRv`kx{jiWmf*A~B?qzVEcr1p?~&xLq-HpOM)SQUu0#_fq&tUzZqDujNfGt)lisaqvq4Oj5* z2T**nN-G0yX}GauYcOTk`GRTmV-d8qDN0P|fg8fYmQ4{wm-W^pLa zwe5d0QS-@1>z4miMe-{Z_^HZOyf{*=FpTxk7v=I*C7jG)j@A8a?=?!qG);0)Uo>kv zjk(K%<8|n!!N#Bx31{}Q7deQPfLo4rhqEn3yo|10_U|;V; m6weldPE!6i*utLzvHj&af5x7$1n=&_U{>ZA5yj_R{`_yDNWE?V