From 528b2c209c9fa8b55d35ed7e2865755c4930a792 Mon Sep 17 00:00:00 2001 From: Adrien Taberner Date: Fri, 16 May 2025 14:07:53 +0200 Subject: [PATCH 1/2] Update Exercise 04 Performance plot --- .../figures/Exercise04-Performance.pdf | Bin 9987 -> 26112 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/Content/Presentations/modularized/figures/Exercise04-Performance.pdf b/Content/Presentations/modularized/figures/Exercise04-Performance.pdf index 3328c463143a490ca6adc5ed2beb9e87d88b609b..d3d12db54eea01bc7d9d077b6bb015141a86c17b 100644 GIT binary patch literal 26112 zcmdSBby!tR`#%cOn@*)SrPA!Z*&C3M?(UZEPC-yQq&r1Gq(h`bK{^Em2?3D?r9@hU zvo`v?@AG{hzUTEi=Xd@%7uT?6&zd#!x$n7W=CkIWH7u%<(wq=3UJy(9EV!&01OfAa zoz3h(LPB6}O&=FaFt>!MhpB_JHJDq~)Y{S=3e8vxZxN&`?V?|Xo`(oMKK+&cH7SGTYx3 zfxP{f<`gZRtUYYNkl(dQ+d2TUg1My~00l@|nmb!qA|bnbxLKMyg6?Mz8_vWs^SSv~ zRrU2|guh)7mTl+Bt@f%jmJQOO>cnIg?h|f~&c!XD+`5l{QS_*HjfdOfWpiS73Uw-q zoRON^P=pDOvSfU}_0FS%Nu8s6{(En}Z#)%wCB*)8``*3%ecJP%R_bHk$46TQMTEOM zeAh!&?i#kDpI!VodqjPlrhjpYWw^;f6Gee(F_*tYJ`e~ z{)OQq=hXQ}!Pbi>$E%z&OwXwj9);>H>7=a@9d4~ypXn%hgW5n=(1+S=H}1||xcHn0 zC5{;9V=i(Wa8PgD8c-2H79~M>12Gub^}VnW`_5>dXvvD$SB{dj%O!&a&1y+ zCmT>v?O3JxICMo*O7BDUpQBgMtd|P*yVvQ=V64 zdKw^u4wZ_r$`@M6PliW}Shu!W;Ll$O@I6p$Wd*CMfwBl|h~-QtYYNHg1LiTEFU#Y6 zGkvYlTIMM8WsM$wek9{dtQw%==!{@_{hiE-}EFeC~)j7N0E_HB=RiJoP&}87msQJ{EPCJ8xypR)H&UzfT2! z&G~etY-7HV{ub<~&!FU5e6lhs@gM`M@Xfb;B%cP0(%Ka7a-(SqF}!_f-SnQ+)%?Tz zQvtRzl@FSAY<^Q0kx;Q=gfAB16faw{eVyHQ`ApymDtd>Z{UWM(cpR}QY8lIu+qP#* z#gqr-Qr$LQaNHIB;Y`6Y9}^KZ(hfaWmnpJW*~J?lmWoTri3YLkH!H2Bnzi@apTdP- zJ}m~JzZVg>C1=L3rbTBf4QG7K&nf!M=!3Yg=!eWlY6tBPpYRk4tV!#`{9109lla$* z*7=s}S#t21C3BZjyhkgYIEyO9I-Dt8B&;5QT8eV{=YKJ;(1=+^b>(R!F=hW-4n{Yh zEh){t8*7puWDLrPLp>g|$*a}H)2Y_2-qRF*F|SSjZjjBfR@rz1rbTaG(Xq37qe3RA zsYE}aQcHN(S}SgoPYXUU#1@wA{}Gn%Q~vyMwkyHyCULe*07oW(qY%K6$#`FiW8Fe+ zC!6t$Ij7bVdZ^J80kQ$K$J(<|Iq>g}a9Z{U-zKWD`BiA>Vc5{iJ9o^q10&hE5^2vZ*STo34bnDO#-8gi@8B zokQ+W7`dpZKqf6MzXeW6NjDAfPa`AV!yi+pO;X4(NUwTMw6q-f?M*(Eg%Zd9z1gcL z*Lr%uIX?7>dMLOq5M^TJXRX@%M&@FNx=kpSPpJEDa^C~S%mi$iz7l@lahloB86?l% zizKP}2{PQK7Sa@Ibh9H*{+{9RO%*c1D6=3PbiD#UwE7rjC1oOG-tKEjv1Q)6dAoBB zYip2A!BWW^QL&_O;w*Ivx@ye2y8}f19tAi=SRUcMr@6sXiaNK?XisP@d2m#)jCjK7 zOw&AsCRx-#(xRcDM+iN|@U`Z4pUf#n3A1v%n5A9A@PRikquZZ~=U75G9|-T4bw6nw zt0_e^%d&a#?Ute2YOT^Dxf>k9R&fcOKh$pS9|Ri+zHvLqH=B3M z{HBQV(M4ixrQQKoGNyPXfBS1hbvMgd2jOj>aJdi~g~xZ>X*ka`h#&o!#lxf6u9_~V zPItG?KI+eU9V|)|&5F75@~Z**tTub$SGlmB!_C$=2L6w3+TINzUWvEFqa->nSkN@a zcR>?ow8JkCLA7#{)kW8El)2+n-Mv=tp1CPwAM`b5=*KC4T&fo+Df zeZ6kEQaQ#H^i?82l`|rcAlYc30@Ni+aQ|%(lstkp7e$^cjfzM@pfETV_mwzgG=YZU zkoPv`9rI_7qKfX+5{=JX&>>2ykL^&)KwZ3o8)qxToo)sKA<dxDj%&1=d zddN47I5=F4kAvT|9?$O>tbJffAYd=5Ms5C7kD7x!1dTd)%f8Qvo+3C7b6V;tbu}vk z{>vu9i3GH7*EI;Sdf$I>n}?Wxi|`!?drgx;?Pkteh#CdZ3?j@wehHm2t2f`l8@SbceWt;d{h^TV?wy z!?nY9-Y)@hYzzTEf{%W_I+)svSNZb(&@I%KRe!6Jhf{J}oE|a^M%B;>rOY>1{u~#N z$suYwA)48F52r~9%@%KqO?ON*b10S6CN}=2DqY~*3{!!abZ)E{<&Cc$9L$W8eQ-s5 zyIE&=JN;w;l_-%(pwM@0J7)K1yolUX6W=aNOKMdGFKu+su>h*|PaDY%q;{$bPKO*T z9>I33D5V+Iv|^n7LlIBd=RxDS)NXdnMduNA*p=8?)BOa+JtAfnk6NVQ?`kwY^<&!Y zKf9Nj6wnKDJXs`LT{n@f8qUSZyYM#0eO`7xZ> zTKqgOesB=m{c*(2bh)|fo#4v+7twFK5->j3YP>C4KQ&tp)_G@E5pv!aaLpo=ILf5+ z8|kWGj)G`P#Qi)>&DLPP6*)EHAf3$})qLRqd!0HeyQ2F>WjO8`XqDBtk$NL5U8s}E zHecM)5zMZ|lu-Wh_Cnjax=>xzEU602XMA;3ytoL47?EpP*6Z3tE7%TV;M$OSO?TaP z)>Yq~Q76d*v+jFG)DV!zJ^7X(yI5Ip)Mt2UU{0&l_H=IMQc{OH`iJ7wUQ~`5%nzas zx3|>oRPh(Vf%-!RomA`nU+MyNKiK86n^=uIR)?t$FJZhVv!}CpJj4)&IpHAk$yU** z3_gmuW*g=FMr^{ouqM=n_5ib@!-|9~=m{YD_= z_E{i|%li|UXdJs3_eUyX*QB?Ha$pBlfr*QiqCbxtzRKf^Vy}+&FpWAFH4i1KkQ>V& z65E6|6;s06p{t?2n2l+c>!o9v_&PQ9*KUJgMe669eWS8o36n3Cx81`t90@RVXmyQ? zZxJamLdC#tj~qB<(`gG6r?jgtUOk`LOaK0!vt9jN15vN;mLIO`ptLxyE2dhrqs%JT zb3;^`iAE@AJEb@UXbto89!0SJolNrfY9@3t5PrK4!lvAoh^r$vz1UB@NSfb*x{sQO z*&syXV`So3y`WuucZMN39ZIa25EtVF%9;`;|J=3gZh3MGef;)3JW_m*REl}sp8`)* z)M0r!@*EE~S&->hz6w_aRISk)S^Y`;&d~T^ z@P=TH044!PyGs{rLc^E{9P85KHo(Bx#FQBr-8H7mUZ6;<2#dFoVBCqzB#CQg0vRM^;iz5vxx#;gf zEsilyUDj&*O`10`eb$B^bH4=hH!@ghcJGSM&}WFRq2WgCTUo64rRi`MJsT-UE9?y4 z;_YJPW<)gT#B5Ph=~;-LlcE*X_YTEegapB#Dp0+U{v5@m*cN`%P*L1PhHARuiRnlA z$z4-PDKJTNn%@mK7IaVgG2_i_Tzo^qAPi3bybZdrDhH<4xJK5`vd46%n6K8<(PD`* z&r;E|XP78QEST|i^}m0nGdO*5FD=VibI(O2aRilIEf=*((QLLdt=)ObAj@C6X3+M! zI*hHsNVd;JpErs^ce6^KH>9_03;sIAB+02^(&Sa$ZGHqp%9!n&3JKE0ciM0)>DHAd zddn;{CWaS8ka~fG^my&OT5m^E63W|)FOHdVDLapxzI`_*eJ=^d(-CuDCnol?T5NQP zBvt z0$$emw6b7Muag5a2P;O#p~esQNlfF*y41P#h2gq`vhT(Pt7>#h6Bwj#AF!kDVb)>9 zYgomA@ZR~(cMDjCnQ~AsEn=pd8V+GC?qI`MQ21N6mRE6VR$#%ITa6u5_ZB z25O!ic#}b|P7nuShSp|N8R=EERFof&DZ52Q#hm>g=?gvR(zSk_ttGTTamREw-Y`Ri zPrFIF7Be;K>j>VFe`A!XzdG84vM4u)QL;B$j_;b4wq0}*TB1u8CT!c{uDQ>hEf+iM zh4S}lnSqMmhAgOd?YSJ55pwU_`-&;mo-^l+?fihND0bXUJp7S5T|yJBcn9^Ty}&2O zM~>a~WAgYan%_V(vu>)pjca0oxrd9wVjCNczO7GH>>UCh*S!5C+dftdH2(^J&@>bDAxMIMEwYKJ7-R6L zv(}kVOh0^FUT=mbh&ONxgEY-}}!%xYx>diS&=wh#;xdu0pPJX-qpp)gff$ zrxIBLU-}yMjPBW>FB9QAzkG)l8;(bViYcW*v&%AEW`uVntMrs|knG^@H9eZ$=Ykd1 zCZvfs1Ycg;-V40DM8@aXJlheRPlQosV&dRvOS(iZBKL^V$2m&D(D=vOCuFjN-1}QP zU31Nm&zkQM5SKQmErqW#-tl|z<2=?s8S9}|>_g{;?W|6G+lf)yv@)S%vu#b|w^1Kj ze9}g^RL(=jT~CjzfY-KDx6{w}&OI{=k1AQ|U)_Cm`t2Y~=kBMr43Sgo8{g-vN@U$X zJ@7qQeEDkfXj6F5;NZ~UC%D_KXdWX21;v5UxMTFr^@`gw({D{!bl#zsQYK}OU|sia zrU*-}b-CqqKONUG(lp8Ut9|?>#?IOs5c&Jm@b;6^G-f+L3tA>DoWCStGi{r!-g8CF5cUolOFinQT9 zwk&hhvx3
UN0mp_*Y|cM@Eh+Yjo&*V~5ZCth1fLobR+XEY77Hw( zV>ew|x*S(3)kJ&_h8vtQ&&+WebRy5KaG3o>x<9HRy~4uCB*Z%)Zw)9>5eUGz^!?K z+lrzsEA^4SJair!w|%p)zK7a$d*iY*@P)HAYbI;WKT&s3$JbKS5w1tLvzTQh%BMJf z$vk<*{n~$Za<&n^w*K;_RvQb4NA{e!j1k(fe6gW_QMOaaHd;FWm^*>;>-TI}&;ae_ zPcrma3E?FA^jHFz)a>+YQ8OLXB=(?C4lXAFl@koVHWRN#6p0%)8t zy;1fWRFz<}M_+`F#?PGftwxL{&DQStVzN}nuy+)rpygN{qr>WLCM|7t6=B^*S>0i2 zHH)m;rB;GFe2pnz3UJE2+a&ULT~u7YTP8~|(5Z*UsQb7x;P3b+F9;N0SGa?H+N_7`o+mE|Hb{K>ajbo zm+J6E=2x5izJ+^cueTOIerSGHr44=jd8KqY^i1LAgTtrKRHO!eD2}W>R4fkjN!du9 ztO*I$ubQNPVY_K3;4E}pXl%ElvbjDH=hg7KQDA&cMSJVByIji`w+%uaTbAedd5+S) zN*qH=OSinuPal0eM%w|GVxD?toLUaaj29k>S(4J=8(yb-r60 zbAC%Jh2n(Q3zgbD7T)IM4|Ki5fump!qb1ZmXOTo<_U+LWD0-^lO9{oh`aOHTmO zJAmL3;Qz~Ya_K@qCK>>KhTj>XNPozGxDf;(fa~DDxDepcE%@y`*pd$l8;Otk1CAo| z$qvsQBRH?m3U5SycQCPd63$e+MDeoFMMF_tx!4=e?l~W=;5y6jPu_lCE~vt+5PL^li zz2VjJpTz&}0PrP`zu z$Ev>V;bf_go1rUYpDj4_Y-sJF@{G6ejf%qYaz3}|N#Q$#re zt1e!xAWg;bxJJ7FIvq)(s{5RzE{x@4NWs0+L7vWZ-M;!NKAlRp*A%lfQC9%F!hr{P z0sm{ygTeWFADrRCB{E7!H`bI|F8@wFW-L$rKBe3)Ww6>@`L=W z9VNBA+ehWG7~$4M6$>rd)*B)w1;fSdE=daGdeuqs@TE>^W1OtOo#2V=W2)-KyC0 zDf#Z3aP22|36BAApa>rWmZWX0acDu?VW+1fZ%ZAb=2mI2Okv2LTn$y`7^_vELvgPo zn>G~0R~r5Jho-bX;U3~GG$3gy1gfv%Rem%7Z2VSQ{B=^-4lY4K3Nun%>hN0n6p`vP zzpul`S+*6=<6XrVdApy_TetSE-M>IdQ8B!Eh5r8T4gPIxd;6>Mf+UiJwaddQCW~_PymX!g44yFzj%0w~^ z-W9Nre&PRUR`?(E0oY64-=-FpdWEUs1@P+H5-3Xjs=6&2U;B!xk?#5bs2cGnRm0&r zzpcDb`bv#Z^oU~0Qf8Z?6uilFH}Q3Agf_lM86+nfx&j1p55Rwb5a9Xm%_1B-h@9jk zb`;-WFKAr*p{YgKe?A%J=lh1xpsx{!0+0UL$Iuis=b-9ao+d`dXyoD)lorb~g4d(u ztti?uZq!WxMag;4CgK`n@y>@IPX!eo8V1`F9nfV~Mq>jgC zN_cNia?Fv9xk?D9;fe>9vIb>bREw2S?w~1j%(*qQsa?}F;lpPB>5bOB@8wqERa!7e z2ww&Xl?j`-8{xr05&zaqV!VTn>F5)xf*PKogfn3x4fj#^h=enydv5loqZzB$uXC1B zR#+;&+cYh8;Kch9Bj!DDFz#FVoriemJKDUMh{YA{aK+RJg+c$oRN@uf&>4P<{AfYw ziTrT>+WAc1c7{WIY5N|jD-Egj_Xz9)nzM3KD^=3g@KA{lCW5(N+pR^FKT~meu(~|^ z7~<~tq%#YY*%;pIP$ygdWJQtT3(rkChjqC=#9JG;rR>>K%}_4V< zyb2#U*evFIvfnG^I1Eds}a=fAR57mEqC{ zjyFR`oega?^g46vY`s$hA=BzftM3I4s#4#by3|I6`Yy;kxGC%6Sq9d6KJoUWhVM^} zS?1H9X!~z;Xs=M%71Jw>_YXQaTwU;emKgTeHjVXbIeMQ4eX{!tj@>U1*96HqUWi|N ze+?_+ek4PwTIDf|3Xk!vUGG;yF;9D2;`Mhm3+NjWj!QpvYi@#4r8z>UdtcMDEZ?^~ zqrN75-L@lIQJR1m&9!Y}ZNxW;HGDpR*HM|CMUF5Zqs5>zmKzr;>#N?G_~h(GC5HC( zJREm(C1$1~?ZVZQDVSjosX23TCI<5c=}}1#v2Bm}S~&|Llt$%XvAe3_oBk@~;AN?3 z58@4t!!6hXnH2is^<-u~*Xv5O-S38U-CIUg)t6tlgeN5#AEhM~x3e>3ck6dRBvkZP zEsDf&G%K=EVC9pqd6dVbalGxCU$Gw^d>>+to}uy5mM?rGK(K9@BoJg#C3w@JV~Obd zC*h!kbiTGI&LH+Qfk}(gYI-T^jo`)8>@wCGa+WiR6rt)xs*9)dKTf`%onuAce#mr1 z>s-MxAn-pR8Spp-f=+ z!_S;D9|pT~HB-oaP)gQ9_X?8@5^y2-7O8m~XEj9ogFv{JXkh43S<)vr9b;4{L6-vu znX&UjO1q?xxvqqC^@pJQbEoeRk&nZCDnoq(w&A+0nIYvEo7MP3wIp`)1mzP0-={CA z=D(ewnUErm|0yKz6{O`)Mt9DbYUJ37{y^mo_GheU|Q0? zeYrGVnRk<2*6(Ia6zvi$)_VmO<6n|UHyJK`cwZb61dc*~jjywx@yL86JEdsuZr=~; zu`3W>K?`6!e=xiYCn`7rZ!i)^BB5MF?WfZ@-wSRxr+<1hbBkr;G0ilElwE4GqMim_ zJa1CSqm5mc>L+`G4kK1ppY`+8B3F{vM#;^#^ZllWq>c1$b$` zjN|zn*L{M?n>hxD#CKaqbLqz6TsV9lI?pUwdCg0IJbM4&EE@XRPSMCgz3c(Kkg=rJ z`Z|_OB%^uS^|d82oDKO78~unBZz(jf?Y-K82RPd^pX~ZxVwI%76=bz~@zq0}%jtSJ z16|)<@$SmADSPpe;}`5K`?6DEFt=OVHa)B3eT(tupJLDz;wo(zzJIQAn&2{N)wm;N zW})m>ZX2bge56V?*3|h5kLbWbN`lor;lr1Eoo{jNQynPo%b#M?sG zAv8UDM6W;TL4Sqrui!pV-amMIluA%?!(hM;Im*fB-Ys3$5gsW}*HheX!yj&CX4em0 zMH{u^E{{N)PqpUWfWMKm~X2OlP>LG&&h}T6V%r4L%F94GJ1dc-O1neUewY zLnZKuOC9cEY4OxIFB5ktKBAIX&x1Y9Q*d%J?u(80GZWY0N8L(wXHYvSr7pX}Ws=0QxF0Z^n_}hXt1d^( z6YN*sZ!>faF`Cq3eZ41Bflew`hd2F&pd5TR;ApY_^%24~?)&xQQ1AH*b^`y&Ya)+O z6wZw>uTb6uNf9GzmYur)D93gD@sU*7>%kYf z71D^c)be)ACGwVOQ`-DC|$BV-yl3$K(BU926%@nbz>qNxtW2^|V+t{Dt-+w3lZey3<7 z(&`w`iXshN8J;}65RdxKWU#wt!G3=%bakCS;Z{!6&fyG)m%u}UuegX92J*FIHs2sb zaQ>#x&NV7Gu?wTQV>+ppbrvu+4#k9;*>?6y$h}uy9&~lLN!-OV#kfcrhBw#>i858o zYo6t*tGSej6s?y(eYA4Vkn;+CT|sf7ynpbnZ4mrD2#Pe;7122#GTr5Q(N{{WGQ3p7g#K74%>sL_bE8G`Va=U5`~w+ z3+n2T{m-8!58QPeNCw@pdWX(I()8JaREdAEMNU1MG8y`XuF#9ozg(#A*`0L@rMKlw z8Pj7bGa1J;E)DlSS}3RVde99WXV<K4VGStB#deZQME;-juL*ZRZR zUP8Tutu+$T!{a{?-?XA&MB*CS-(Xy6AXMnbWuTwo6VVbC!y-~Yo3_nRZ{)#M%}*<{ zhYNkeCRsdO`Y!KSJT(+6UU@eUx5HoHe2F{Y&EyOG#sy)h*bC-WR`DJuHOfp9F=ErT z1oGkn)u(zL^J?2)kDwTK&e6|t&1v>=YB9teWxK9@5k-;QOxCQ3kF{ndZ6lwvHls0F zd-oExl2TJL^}%LuM9JIY=vK)t5f!D=+o_72+C5Ghl=se(qsRR`FxX0X_mcNUwQ5Fj zbt8R94h7C+kJly~7{cy2P3%Rk(8Ic+ByUX=1WfYMmSjH9=y?)X(l#}|^$4U-nQ&38 z{ra%)K;_(HMt|6|)eSpebVW&Qw}qfmy1J_iD)Jkn{H z!wh5zzaLJ$@NR~1UJ5~Oy_9`Voz;vXUB%@oj|NQ)tM{IHT!3q`9Y>MPePe~UN}bm^ zy-7KrSEMCTIyY{o9m%9PCg4kraN>$jIwYPz1F`&Wq|10N**@=`J9MZzJVSZwz$Vy}c1n1u8V*hWaHri<>q3;w9 zbno8_6-h72@Y+rk_gzpDWE`Rc6+i_!+3Oy3eQ^pry*sGB`?LS(n6`>=_{=c-pBjW; zMY8{dMa8@!ZUQ&=n}JBHDlQ zHYx=SMv@ThnKliVK-q<~`0ur)NSgO!ecoc46l^9UVDY|n9YP@vZo)vEmiMJ7fzGwA8fySKAf*MJkTf5N0gUC-u&{x zIKlL;uc2)7PVz7V&ESPO^J=a7ZzgoQEyUQ}Q z%B@owk-3ZG*=)hx+L7~dbxk}8+q(jVz}TX*qU>35>ehx((4n=In{@Pe6#pHDME&;y zL5uHm>GYQj`KlKknW~#~=C|n=vbhZpzg}0^4C%U}b*`Y|f3o5&JS0c}EXAXZ3K#7X z?=hfmYiQAaKDS4cn#*yR9;Uj{5lB*8xO=lP#Opn|yM1V|wxe-ut^OB|yAeKYjh)Nf z-z`QZj&LD2$egdhbOpoxBVUMAe6K48@M^YGdX0rA0CZ5^`{6{jB+dZdH^VSc#;9KixcnOhZ?+Q-6x+zQdmp_Y=!rW0xAC}XwJ(`@acu1Nbao$g zLX3#zXGFM)pvrTv(DWBxrIZPO+__8Vb!YDiVXvUme1EXG1%o!I0*kS{s3c(&!1A;e z=B3NwbxCBCIM;PqysiP%8oYp7mh7Mi>wt8yBT+Y)Lb5s|l2Vd38#Q4NN$*)^DEhC! za|K)dBZB~(j{!V*k`Gi|nYu)7L4JTG7dGd`B~5TUe~sklfrpovOy&l)Pd~56_~DKgmC`<&S#_&fE7S6uw;@G#1wG0 zER-Z~32C}O;J>v%c%>Ep43TFlB;i;i^WpLD-y625-|!aD7No`?le(SWueDx%txQm( zE5kn0?yI@wa^sjFW;gX)BY_eN*Jsh5nx1SfiX$lpYI7%EdddDW1eTzwa(5bs&jXH~ zH*QI1RcsR+MS@jsX~=YMfv0z|ZpHYgl(D-!aX5UZz(aukQ=Bw?IZE^^USQ9##{M$N z=F*baTA+!u53%etQC|YX4cZ{DCx#b`6DO}OT*CxM>L@E|b{4(UC%k&^nI)3DqejiL z7O&ZJ=}%JL`IH3fT`v3)_O{6+ttD7-=j86h$muy69jn#p6{@^~8VbPvyC&f=fBBY8 z(0O{&{qt{!);yx-QTFyd%7P}ucdOorx$yzZ7|#IHKW_$4#l>-z%*>+-3Krq6*t&^k_N)2{$|71u%h0ZOTOK@v1z#rJ`79@8-s zn#hP1lofI0Y(C|n-ae)a4sIb08vhs+xgHc=&oYOxQ-N-6ezt*df|D$xdj@D1EZHQh z`!{vlrg(g_LAbNyR*=$K5%?xQqs%3`L;h(if7z{Y`|XK@%fY>aHnTZ_tjNIr0b1db2i-ZmLe?v25DfYU z0{~pD#j%?QZxfDjod^7oWq1iJo6ztmOYmcf>{u(kmNE3XA(v-Ao1W?3a|zGKg?>3! zg=Yi@@k{A+(+tfT6R8hwP^3os$kSG5avZtfB3`3plDOl3JHp;&4^V5D%ys&9MA)oH zB1%PeMz)?=ma1!Z4L>ThVw!wWdyZANvFzB3xd{u$4WhTMK_K;*wV~aQl4CkSKl`hj z9_Yf!{~DEPDF0?nl;mfhb~HuibBh3n5fOvUFJGh(USa$jqXAI?S;NezVjBEqB8{d$ z>{?dWGH&1E7nrEZhrGsDUR6;4q|?+pk}LM<7$#)x9ji)^sfxWncMTjq*Df6*Qa94h zg;p=u;%zQ}l5N5I8XW;TEY_eM*frZ6(srIY>s=qPQget;Ie520Fff}-YDVX5k!SF- z{s$jnjsFGeJ<11HI2wR&J^$g7f9+fBl~_|mDHLAp%bpxE zzN3&*XM<-XvT}PSv*>Ajy5pDHMc@;*;$(qfVUyxcdckru3i{?Bxk`34_aU`Lf;Y`Z z;2|!It(2N}OaYPU!baMhJKG66#dq{T(+;PrHUN(nm`v7#-FgXc;JwKpjbg-;SHirg zbc=gx97QeC`Avc>A(3Deexdtw&mF%?Bkop$lk@9E%vL5N-D)lpVq3VF z(nz~LXFyAX@i}!ZQ!}3EVPuzUrh05%o4w2P5$=^+8dLwYR=`d84;AtMNyq%x))W); zhc^!a&waHJ zP^kWWhcG#3vwSh^E9y0IDyu7?UBP4^07d?<&U;}M0bpGnZ{{cHAvnNOxBgQS<9hu0 zql)!hT6E&v`+YB;nPU(@0_A#XBGYQ=&v;`*If65pe8szYI9w2Nf#G7>aylXg*@_Hx z7{;>46J$cvN)|ymy%DsHN&V|+JL(42p6jSvL|V*7HF)OL70oWfrs(i)U-H!h9`ndV znWtI`Ur{kgkKdm>+IHIU@<%o4=DFMo^gnkG0mI)vG!OX`hcP^E5FZdvVka{Q7kzZ( zrI5AY zZGNP&!Yz-KuAaR!U$8sEEsN6j_~%XmpV7V9`#c}6Xud0W5CrIv|F!v~;sr>6_gi%L zS3$RA4TFx#2kYLPUX)->$mDNa-mdhO0TQ?YQ#vNpo3p>VI7TWM=z7P0+5|gB)2~74OD`AoHetO`BXA@lwF+-xE z3sq%9p(C<0eRm=Tvax6o-gt~%u%D&Ojosrxec{Pa`ry7sL1zi`)Kb)iNVhvDI;WrXXu!SYr&Y0^PZB9?kJ25-Dt%ul z3YHeUpm9)fH@_@1>>~d(PzSq#jJh>g4kg&`7>n*X46M2) z+S6hNRYwbAo^rQ!#g25l8TqK7HD~@-MM2)auwKUCe3HWRQCcPCb=2;GZn<0|xs%+C zba~0dw6Ffv;`?Fki9#YWkp6&8M5JRr#?3Xl=PW~AWOrWlUTd|={GhdN(m@x_8m)s{ zQ%vWuXF!@#KwGgyInDEFkVnHTZ{Y>T_^O#@(Dup_ys9H&OD)N$(`7q#*cHg|`E71r>$=L1(@6wxEa`DKKG}gJ)*@)ET;tF#3Cxirss8!_&=p>T>c9qetqN)GWzyQw*8kJ6!z-j5!5HN$lfB7;+<9Y0hsAoKJhqVsmbocTN7(Em3 z26wS>&n`97_C23y`IH~^`cVNY1m_BAuAn6_zz6+bCl9!~fD^#nzWxOHg9DsqcBTOm zeb$CwGEIi&>Y<)2sITcY7#^xwx9M?GoAQx_Z`s>2v*8$#!UW*E&_|+wB)t1`kth+vDzs zWV26j_UdA&Q_t~lJwD3w;e3f1@hT(rF^E<>lH#G*w_KSR|HB)ay5M(PG;%J{k*Wy+ zUV$HF@dO@lc&X9v!)`-J*FREA&58xGB&G{=H+$^QACFe&o=-*dwcTOcFwoaCe=kD4 zmE6Mt-SE}j_xL{18;r}llYh4M0gr^&GA6MHtKy?TSbm0@_WcHlB>Z7WFT;0&oK8v{ z`BNdXwm242+T^}@0{py3_voHQXCppcTg|`gNRCCYSkr0T6i6}>Y=}w z8~qf_q0_pOP-fFP4}%2FV}w6spLEn+7S#mHnXAI{yuSJF(@nXi;|wKDyuh<6Cp?R0 zon7xn_X(UX#{MGmUrBrh<{g z@`lPXgqCI%yhRryiLR86LAa6qc+MT?5vCPW4B2$&bi6mB#BV>ksaw9coJ?or%602H zcR9`e0Rrv1nr-=>sBHUBC&B~wmr3*Y71rKTj4eGF?%(UsH0jQobP`2;Se$Q-So#rN zwYGM0hIY@yAmR!gUd8_S{$LzZikBmhxZDHPalJSM*1jgxR@!W{(^esY4J#O<#Xz$dG$^Yk+^q2A=m1q`=^ES+X;IO zu}Lh_=wG*k8I9sjw7=^m?T<7F&c!v?THO=QZ;#x>?tX!)6Y#USH&CJD#CU8ujg7^e zG<+}c3!^$hFpsECbJMN#am`#7y9@dL**l5tEsQ!Qq4_JszJe6;{ed3~R>uqM-Q+<4 z`*E$LL4`M0|Fs|2(#8U01&q9UnXJ0HD3mv?R#h3&!)Un7HQaMiMWuQQO{hxmhO-B= zthSVi*3_b44|pDZaEk8`MD%x^+nN@JH)Ytfw#mC zGK|5~8>re+i)wO17fP>6q%=kfx5|{zZ^2>@JZXwE$9zZiZ#yPYd~)$e$)?@90^k)y z=8pg>H4y^+g^@mY=7;C{uHb1+@=-MLsA&=ml$;5LvyaR>;TIzn!qG^9j)-B4y*Oy^J z@VwwXtxSTi8UGDKx?1Yk#p?A_;+8}!|Ir@tW)_=(2jv>JvxTmtU9@nFFRWj(pS2P- zJuR`G;!T|6tx0rm#BX~rqA__--9-t{@73wr(m&0H__^N<-! zJR^hCe^2 zG>Kctf4%(*OjpncDC7_N4_r-v09Z%cJR(0AWsc^)uabXz_`Gd6`kgl28^f^LWQL4A z^`v5k6%7&J46f|v*~uY0-nG5ZtFLZ}jx?~2tVuG5W< zKi9bZVisNGaf1`#oOxYfT0O&BB-rdWC5PB>i4-Y?c@hNR^^QAR-_ zbsfBB@l-y!X1U9`dcOu!=ky%)sf=doKlKCs`>6Wsq_fN8%eci&-7SB|l+@HDwb>;t z?M$^jHB6n{k(|QK-9y60)D2)z+=`~Z<4`yp#EpDL($d}B&DO=k*$oUV<6Rysrr~Mk zae0m!vJQY_DVsV1r;&;OXVJf&7yoqv87G7X3ITKS0`L70J^^0f95H~M83DBeRVbNy zxY=GFQ^v)^gQPyd-@jtW&hCB+*0F2yO>+WJ|4xG{k$mfDQGR?u#%Hwy`&DPq+1C0Fqz}>;r-3H9zp1&(b4#%o6~Hvq>O z41oZ%C;$~`SU^TkFt-<&+Z)UcAoc--1Jn-OHUrxFvfns*I(XQ+IQRhHY5`}raqHMx zc-R0+MmE9UkAb^v_rLbG|J$zqW*L{w_`jF|(8dm?*6u(<{ELLqBF z{@{cncLqq9y2$?0HxGzg_pd0RM&K|%TXQidYX?gJIJbs}rK2`7qGWpiQX((}#tZ%1 zd3u-fA;mEOnvCcFL;ya4`+rsr40!wD1x%h7upNFFKNtZ+fCPX=K0d%0pa3&~0h>&b z0S=UpypPNe0~ReWuP{Dj{{OoG`s+Rn$cqffGX4s1V9yqW2ML^?7YIN>0{mb;;6(}n zbQw5MIUh2>pmk0e~nX zfOG@|3JCbCUS6OMIMA>#0pxSMU^sB)2b6`pUIySJM5Hp1NQn>V5?f{CAuEtEgWQ0N}48fRP&c z7#xWTK#qJIX$F5a*I!ovE$A;GmnHD>0hxdgFOl$(cJQzAk-3nGm&OE?g#7)lQjnl{ zctDr;eitAByo&!7kcRNf29S2}Kf|T20lPrj#NWcDJs@r3uW)HAzik3(4}T9xT$jIr zGLW|MSGcqb9yrj309K?8ToD9-@$k|vfN37_xA2!u{B=bt1!#BB{+*(WfiJ&Z1;%4>@Z~3>Kui*_!OQWHTM7(Ck|ZEa8qmY9m<;&x z`!*m=7HCyu8VDHX0iiGRDFXKQE2abnfLx|21GfGvrV2Faub4U*Fw@Js8el+qm!)U{ zw*4zj7ii^QF;g(WGcWU*fq^0JR}2{3d4Jbp4hD81U#41sc`s`L0doiM?^=G1rNG>G znZpVUG~cfna+U)&DE|6^ocJzx<^VET0|t&v2K{S#1G>y*HXAVfcb&FiU_I$F?Q$-J z{}#>>42&L^$^V*kfT85FEa1S@-!)%OqwwD~I|E(h*AvLu_|j7YK=}6r4$QKbk6)(z zn#V7l3P2_|Fz~7AWo5u*{2Rcp2^;Yn1ab~X{I37k%zwEu20Z(VD_pKr0l$F5UVnqQ zBm!Wd`&^cbaUnD&>w!skaPnW z*N_?heE==8xWDFGX$bg|*ZuuIvXZ~G&A&xJ%KVQ+r1*c~Rzi-ez;8gwO29z&TW?BG zFwo0?r2i}Qw ze=%5TXE%U3{l!uFxPbo7dHMg}{{RB|`!h?R1OC?)IGASNB2;yE@jd)K45}3n-(+Y4 zQd}0bjA!x4gBmIuqIm4$hW(SeU&{ag8?b+C@!uyZ|G(7ipR8@dRR2@6ve`7)SOXJM zs}?S<0`1sYqW`0+{r?p0-}}h_5vzs#$uhWOJcJ+sj3))`EW-6umj!M7 zU)^0zY)nxU7NTVQ#80C_!dNuzgwEWb_uhT4!J@4ug3wS4nn>H}=;(B2GJS&(@so&@ ziCBo*hzJQA3&~ipvmlmOkVqspgi54A)Q)q;r0qSY!or5Pd*7V<^Uita-1~i*xik9C z?J5nA@9Uh|d2;s4XWzdK=I7km`+no1W3`8t9DRB*c+oPpCU$Op?946ss=i})vHwB) z*P0KB1IusU=-PAjb<@i7=!!3=k6*ZZ@8+d}>mN<2r4*Kyjg8O!d_LQ__3fkNhRd17 zvsM>NSNgBbTQ$0^W16JEME|Ri`-gpjmF`b`5t*oFeq8!8@P#X3ZEmveetiR!yjty? z0QlN(j_8=o$sJGJ=ejJ)WwGn=n^Ss0ZQ;bHe0JeT{Oqopx{;-IGwu)1f5<~zsoMYH zW3gcUJZV0$C7nc30`~m4Sb?)!b44Jyl{LD0TnbRX$w;@Ni~!P0BWNV~OfJl%d!h$* z+>7gV(f%;Z4>czegA*UcbA|n}NCLEyWU&{-hpDad$yBtbyLSLasrCStmG0BIY#W|p z-`LiygmU41@uVYw6|5DiL5POfl(qhFp)VBysv#r59IF>>v0T{0rlJ!VmR!7|*(#9 zDdu5CB5hIdAXp%gFW7d$G;pVh+>Y9>JDOr$E)0e0R zAUIeWOtfs4R$Ke_urk~JQ6N&FeLaY?n+dqdic^Pfxq!)?W0F0<%|L^SI=(Fbh#+K zXi{CArWOq@FK5rpn%_kYM@~_c-tBy!Z=+4;^4}huuMc#tB&M}4`EKS4Pd5ZCx8?e! zO-W9a4u2&iDZ1HYs5tAi@@J>T?SxWoXkVwJ3>aOvmq-n?t+8q6fzOpusPwDTt8pBv zbu(l!46lbz^#QKB<<5!?g+BCWP|HU+3{!2E(f~a9jq_^3k~;Qe zE%BoQ@7L;EqCVr(dpNJ3n>E}I1XAI2@-L**f~d#V`sq` zSu8kOx~?!I?GExUPQ~a2{&KP{H>M1`z38M~-`q(feKykqRJNH#@9ckNx9lsy%pVc< zED!O%QQI>08sr(^vEtf=1RK``27bWnddJF!0WlWj__N%tt*GB#Ip3}Q2IU%U*tyt4 zQc0iUI5g%V+tHTpR^F@h{l>A&F~r%YIkjb?2KCKxEbFA?0H*@w@6inDi?pt{(G@LB zHk#MA*0`BlI4#6FahS+gmHjFj%AN5ZV(o8rvaKq$FRw0V*0W$;8u!_jwd1AWdy*ji0(?n^*KHs(yf*`@0YO zH>0d}3B!r(!gb#70tWTR;0`teVm6nL#WrxNr%cbNZC8bcZvjFvua;J5VKa+8tI3|J z!g1LhFDi1C-E8V;e70K$u%EUZdnKm7R0is!&c&Vy+@9t~ZcYw425r#h;`nKcQz+U- z96zLz&o8E{XnFZ^hpiPi|MvPeKe3@YV10cq6VkBmM-4cfIsrBHx##&FK8dvGNXcsM z-g<4bJvCoX8ytkx2WWfQQmB2R4i z{wc9RFJN_hvb)#@NqfMLstNdRGmrFNo1RN*Sa&?phm|_Tn>w|AN4`=!VaFS@WX-cY z=4+AsaxX0Uc<0=;%JiL<+O0w5*Hb2x%{9@j_YVVKOp6_Mi92O9Ak1!eL2u4!cErQ4k?)+GnK<}WD&8+oy47;f}> zz0Y7pT&9$lrP?L1TFRkdCe0L7ZCa4yUv$(S8R2FUUQI6IH#HrCFAYvq7pP4(d`@(< zWF}Hvc_zJ$RK8mowfeCRQRC}Fw0Qvn&F_uXY@6rf0gQJRJEbX)1zNoF8EUg~1ZtBX zmR#&HhZCCZdlg==e!FPy-sOkRiq}Tq^7eJONfC{qa!&iDnmn2BR+{*r=yG>4fa1*# zPzsQrBLfc&X*~HVqVhR%_U-&Y#05^JxS5VS?Vf`kRW`>-?`sG&lCXc~rUkYkqBU$Y z;iag5>cdQ3(V3!vNBJWfz2kueTJrJgYQu8gt@71Gxs{r{v=2n9C7o6D+d>^9@3~Sd zniR-5s#>6K)%vX-ozhm9|FwNR@-p>nbg+GKTAkG@&({ycs;FF#Gn_SkqB-LJsbA)F zO^-2pZ^(aGYs;{?x9{av1r9zTkz9wBJC$~X=%Zg27wF-PS+c}$#+2gDc9sbE#@2p( z0@L4kDQY}4zwdxIsH`WKw#PLn6ZnkLT0LyPVr=4~=-bpns3YLzIi}FNew4AH|O&7U%A>q#D@dOV$|1)=Q zHY+blu$nL4xp6rCrWRkAkihz~x?nLSogee|h=Az@;(PM%Z|XcEk06`T~UR7ey|5MVp0_k*w~WG!JX zW)+(mEk)PZFDN*-l%<`hasF;Il+jt8u_aE~*SX|{+J?HmR&kd2X|p;*W9@It{Am7TKo}dM+%6BmP#5lWEJ)sF!dV{BWcT%{hjTUBbzCUp|qaK zegmDvz}ps*G;U9`4fqUxy6-%{1T9vsyZABHAjbx0l_;`GmTd}LbpMiT=2;;IYPzEH z^h)bT1;due{S(LBGrGHq%~6QoWW&yM7b6Zu?(c0Y^==C6xIw!(cj!y5Yrld2(?Ahd z+7u3*^G@Y)K@=OTksYOoe|=~xuj#s8-VJ`Efel-6oj28|3@2)Y*srNJ;0#qx`>VQg zv1b+XS3EdSc=v#;9HVyN4O}Ye)j=MY*SMy~_9hHGOkKkUmS^|zBxTURCy82*rEAlJ zLki2s%#t5wZG78SL%H^bt?|Dt+Yo^YdSI0$6Q+(WlyU!#c{m)Ldv;*cNn9&jvwB1vsAGq|Nt9`DZuX~$Q_R_)cR-AYJifFbgZ^HV zXmFEY7p@Bxec|^^p4c4)&6_GValVEs%BZZu^opwo=pZv?dx3aQR1oesE_vY0?Tyiq zO&bo-*!_OP+af1VsXnCaafCl)ceE^-nzv-U-}MfN!&Q1QJ+%}Pcxibh7BL*YBs;j2 zYPo*DE3~Q0Nz>PjwN%A!Vc*P=(i3#qy}d%hgCNl;w%5_ay^v

*2io6Hhe0RK0k>hPim-9hV0f-{0p6 z>d^7ndB_@+))R`#tpi^xP?NsP=x>AmT(=4Z@ zk!oSV0a-6bQEp#|^ee;gQmz&f4Vgql5=%J^HI&F}c3VnT;ZGQ4{s)`q(9u?gAix^%h%04yIP$8LG^ zz*RnY^vp$Oe)Z;wUkw}pv5j80jD4(|Rr;bP61rORTfTqcVNS7Q(>TajZ=!DWSjhJG zXZS7I1+!PE4@no^GkH0=JgYCF6+S(0@~C(^>tIb*g+%}6t(RYQEqX~A7s7^;;xj3F zagKwaRno2d(>U|VOgxnvGfS_U|+Yy2R=-Iz;LCuHdc`H;S)Zr>+o?3rraG9(x;LX-E}Y=beo(wf1~HRJr1~H|#`s-(Jo_ z?N6kTnG1O?rg)Q`j2ZEb`a(A>$Gs%Rb#d&_p09%r8B|gG!D5VOLlx0KjLP>h@Kd>S z*OrnSJck?BZ%VB`F;tn_vMd0&#nu!%fQSqngK+Ryh)_Q-&`mnNDIoBBqv` zknQc`9vg$A?j!mK++55b`JCp68oa~Hy*9V!{*3a`v^nQdqu!3>%|_o+%v2y>>}>`t z&sw|fLz?xv2C_r4;SCFVXT$0lr4TjRey)6ZzpEaqqj9143G$27#ev5)!RyX*Qlsr& zoR5&3Z)$?`3Eq2WGwt*w$K@sZ2S`e>*~gxoh<$v>z&p-&`PdL2+9n-;vCg1AARO8` zR3uKSC=@tFsaj5zVN;LeY-FjTs`$`vEp=;1%jYq zyqN-_Y=)NzTzT!nAe9tHjFAdSb@mL0jFg0&Jh0Ku zNk7dA1e&Aunu7R5hTf1r?eXQkVK?)L1!t3XOHpAPqak&u=2An(Q>i3x(C{c=>X($x zR{x;`B1z9V&ITKulJ)&5+ zV3g^nrguUi!#a^QwMH4hHb*g}Ph*g=*IJpsjR*7RI*SSjH z$KzYNJ{GIC=pz(Js7xKR*%SgSx~NqQO0(-6J1(5fcIYie2%a-^ZER%nj)Yf}bX1)T zRgAGl=WTvIY}X>|Tg3MCnWGnb)ZF`FrGn6G`xp>xte+zWZ&4T;_cW#}n{Jt*{lu0X?oAwBvaoa}U^| zy)l_q=ot+5cx+S6rzs<4>1|&jfv>z?NCZ32S0$%o&~=06!m^Kc0R zz-s^>FW?DsX=oPFK04q#p|{fdR!YzjyKAvyPJuOt2p-!_vzDzvX2lxX^Z5_0=6h8%9Ne9c&sSuyAdL zN1b{sFficwBQP-eAobK*9#!y5EIOA;1y;t^5U*2p$>QnS$-9S-1J(?~^fhW$W7m#2 ze-;cCJIb7R5%9J7v|VZ;fm(Q=CaWi(3d=eQS?$CQe|+FPmu?=r2j*ZUET8K5+%WpW z%h3UpHuI4O)O{wl@B0zkvsXz6@28G^z-V_#iI9I5YxayrUpPveP5YI^>x0h~&>^Ci zU1~u66Jb47M-O0b&OPdxyS*TtOHPWu9Jwe+;PqiSKP;ip`&47q*{%SrC57li|N9Clj~kZ&Ld<+L!)fcl;2XOcPO z!?(^iuBCT)$YX1d^=k~S@z1_!dX@u<^-6d^$M8w(FFX5~;E_S7@uLE#PIhuJoaaix z--}oMK-GC;^reJ$l^g&BkCZt<6{MpVXp-!o61L32Pdhfei!$^hVhQ|=YZ)RMx8oIi zMc5zb416z5bv7;0tq_jf6V%-;*ZcMXP@(ZuZhD38AcL&F?mhdu$@^5^CcH3k{chY& z1)po9uJKdd#`#Hq=7zf{;5RNvDd1S6?xt2~lK%7h)HLMW;PiU^R<6tYAo=vWJCs76 z)tYq@yivC;JkDoYqUy`wG|6j|nMT+&=1RhxxRMce3m`Z0w=9$=9M-=F@t= z#m$rxFONC;RRzD~aR+;TIU^RROguxSC0eH$iZGy?e#@$0)_ScJJ&-A;y&t_f8BaZw zCC7kXVf5siCtIW&I#j3?23)gP2s?CSMNnIdJsx-rvv9d?(OITe=xSVNQKqYtitf#L zH)B|Uv|XG1@(7T{*Ku=2EcQnmv=s1i3TeNIj~Ad~u(h7=J*AH&lzXQ2<@j0C>vR{% zE5bc0Q}uJG)$5{9%V(7~_w;>|F;vq}z?gBw+ZAE3>J{00`idI1kA57GAyOS9>Aj2U zti?z4c|IQW@tHSvlazVjjCY1QdYQe!)sv7Qc*PVQ-ipRT2l0J-hJNo&@Jd4)rqH_y zdn%Q_MGpKvuGp$|3WY#D)4az}EEa$0s_cL@pFF zvzx?v0pD`i(4PGw?ZRcHTlJ~4msRh5y?&cBkLTjpo$*6ztQSrl9EOAXiwjO~&6LT7 z-JU(4zmIUC`}1GB=IZst`yVO^AqF?@g*+vx>`90*7p?D=Amg6Z>G^4RdtRFhZ zW|oF%W(}V38})vXRW+55Gw+_?Qb z?g@1pRHe8qfim*??AtM4kzaA_3sAf{ekPUvZu4(SS~e5S2ZY(fu627luVMr^tF))(Q`>Th2kDzTj`3I|%o_HXc|1|oJ(L&jOjGr=_% z;QKyIw6c!Mp@T1F2BT}J7yHX}gZ-uM9d=Ket(EIt3is-CAu9?z{hd*fbV|7xkS@%T&c(6$D z8WEEV2-}VbhwoFk)*`|gWbNUhK&w11&W28fT%|sJX3k;~5T;OHNN()Aoi)UqB2VvA zE8cnKQvn5PE4+%%^_szbTo>bw-Ne}6ny|T78nwT}aA+Y4KIF_td$a!9oPMDp}jXw94z~QxsqM#CHw|CrO$k(roA>#C)Vq1$}iC0 z9}&`QKSRD#fM7?l+-J@Bo?q7A z0Kq`DQRyvg7IFIl{~9ynTkqukW;PwCuCCxOus#&lHXITGf2HaurztQ!+aSF={4S}q zT(A7#qqKO$ZpQ>xn%oi4=)KH%aN^`Wn`Om)x1P@)7MRrpeJNsx`Whd!W2pg6an>2X z(f^>3ET&aXZwvH;7mbl4znYlGk$$wFWADy$OL-XR>o~i=JUZAn`^LasG3kJQ?9+yC z@AQ-yP+2*^VS&Ek&;{ohnS*MGW<03Mg91(BSMC+dTwt`{%I4LWy3PLCTJ+OK4ycFU zYeffKjA|M;-FH0bZ4JiZw1qPq1rs;y2=Mj6C_qxX$DfuEFH< zX1VG}5yysC;Tdcl!py6&Ty>zBV==HWy3!@2)X%$mPf#>KoB&M0^Cf35z+t~3GYS$%h2yF0Xm*c z^d#Z%WZ*{AkVM28<0+O9;LZ~a!Qg!;fS`sC<(%;k*&h;`L_iu!*Nz4OcbpJ4;2BUz z2Gj3GcS%3}qg(iKR|+Tt90c!rNCrc6o$SeAOAy_EG{_1JXz-+~q-*;r3jIU$r=*%K z#g;&H{H5Zj^LluStvxUUhSCN8YFqyA3jSOL2x4HU2Zkb%KP@5tWJJq@=wj%}0PZYzo(t)^k_G zUvkp&BjJtx^f5R;7aYP~7=;8Wqig{%;U#@+-6b7%FRaO6JQ=4VpoTuLDL`lNQS@k2!nT7C@w0(W_pHT3Xw=~aiV}>QV1!iBveKM>_D=0 z#d{M;E?}sXoG_r0WbdGe2JrMlA@HOke2GGFSA;;ky}hNpWu%BCM+g*wKtQBn5Ex7n z;E*Kyx>0O>B;ClT0DHTRIGOz+=0=v<^+^gxbcHyXL7-C7kY9$>f#r~#+$l~(H!$6> ztsT*mq9W|+>13~H4}-z*aJ+*g6e=SFd^yNSN&_EBTU%K>sEnsR*AlJP$s1iAbjWunz{pfe?oLT>gK{DH#s7RL4u=z!T)LdQZu%`1VsuOXZu0S)>R{y_%=D(e1d)yxm zyL*xdyA@)OgWw5xx^HA4)lk4=dz_*Jk>qL%;M>;SodEP4I_x0;E`^cGz$C?qLck+; z>+dXq@?$`7qSuom!Pd=DMc7Bu9`9i5NuUTLHGJ?SoD&%@Ei2_t{*e-b6Y|GkR~YiA zLSTfWql8HMq0<=e@k=?<%^pu6IJx~p!!8G1!yj_M*#6H_{a-ry3siJu{lmf^KK@PX zzd&o31hgXnWspCb9TEioFMa-divH~Iz(%Da>`m|A!07L%0@$BB(63e`@^76;6xgNd zDFg69FKrQeX#+1Qfx)uCMo#YvP&qKYQviHG@7QHgSELi5Flkw+G!(JhHH4+5g#iu> z9akcML(DJzM3Ts_B>l7U0Ty5zbjIT-f3VQ=2$0WuQZ504KcOS~$Ik3S!aIPZ!B7~8 z-ll(iz;bZ73>@qL{z;RE%K|Z=f52|PXb2g3;CS$Nn!K#Sf6`=N|3Q Date: Fri, 23 May 2025 09:11:14 +0200 Subject: [PATCH 2/2] Update Section_Hierarchical.tex & Section_MemoryAccessPatterns.tex Signed-off-by: Adrien Taberner --- .../figures/Exercise04-Performance.pdf | Bin 26112 -> 0 bytes .../figures/Exercise04-Performance.png | Bin 0 -> 189748 bytes .../sections/Section_Hierarchical.tex | 19 +++++-------- .../sections/Section_MemoryAccessPatterns.tex | 26 +++++++----------- 4 files changed, 17 insertions(+), 28 deletions(-) delete mode 100644 Content/Presentations/modularized/figures/Exercise04-Performance.pdf create mode 100644 Content/Presentations/modularized/figures/Exercise04-Performance.png diff --git a/Content/Presentations/modularized/figures/Exercise04-Performance.pdf b/Content/Presentations/modularized/figures/Exercise04-Performance.pdf deleted file mode 100644 index d3d12db54eea01bc7d9d077b6bb015141a86c17b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 26112 zcmdSBby!tR`#%cOn@*)SrPA!Z*&C3M?(UZEPC-yQq&r1Gq(h`bK{^Em2?3D?r9@hU zvo`v?@AG{hzUTEi=Xd@%7uT?6&zd#!x$n7W=CkIWH7u%<(wq=3UJy(9EV!&01OfAa zoz3h(LPB6}O&=FaFt>!MhpB_JHJDq~)Y{S=3e8vxZxN&`?V?|Xo`(oMKK+&cH7SGTYx3 zfxP{f<`gZRtUYYNkl(dQ+d2TUg1My~00l@|nmb!qA|bnbxLKMyg6?Mz8_vWs^SSv~ zRrU2|guh)7mTl+Bt@f%jmJQOO>cnIg?h|f~&c!XD+`5l{QS_*HjfdOfWpiS73Uw-q zoRON^P=pDOvSfU}_0FS%Nu8s6{(En}Z#)%wCB*)8``*3%ecJP%R_bHk$46TQMTEOM zeAh!&?i#kDpI!VodqjPlrhjpYWw^;f6Gee(F_*tYJ`e~ z{)OQq=hXQ}!Pbi>$E%z&OwXwj9);>H>7=a@9d4~ypXn%hgW5n=(1+S=H}1||xcHn0 zC5{;9V=i(Wa8PgD8c-2H79~M>12Gub^}VnW`_5>dXvvD$SB{dj%O!&a&1y+ zCmT>v?O3JxICMo*O7BDUpQBgMtd|P*yVvQ=V64 zdKw^u4wZ_r$`@M6PliW}Shu!W;Ll$O@I6p$Wd*CMfwBl|h~-QtYYNHg1LiTEFU#Y6 zGkvYlTIMM8WsM$wek9{dtQw%==!{@_{hiE-}EFeC~)j7N0E_HB=RiJoP&}87msQJ{EPCJ8xypR)H&UzfT2! z&G~etY-7HV{ub<~&!FU5e6lhs@gM`M@Xfb;B%cP0(%Ka7a-(SqF}!_f-SnQ+)%?Tz zQvtRzl@FSAY<^Q0kx;Q=gfAB16faw{eVyHQ`ApymDtd>Z{UWM(cpR}QY8lIu+qP#* z#gqr-Qr$LQaNHIB;Y`6Y9}^KZ(hfaWmnpJW*~J?lmWoTri3YLkH!H2Bnzi@apTdP- zJ}m~JzZVg>C1=L3rbTBf4QG7K&nf!M=!3Yg=!eWlY6tBPpYRk4tV!#`{9109lla$* z*7=s}S#t21C3BZjyhkgYIEyO9I-Dt8B&;5QT8eV{=YKJ;(1=+^b>(R!F=hW-4n{Yh zEh){t8*7puWDLrPLp>g|$*a}H)2Y_2-qRF*F|SSjZjjBfR@rz1rbTaG(Xq37qe3RA zsYE}aQcHN(S}SgoPYXUU#1@wA{}Gn%Q~vyMwkyHyCULe*07oW(qY%K6$#`FiW8Fe+ zC!6t$Ij7bVdZ^J80kQ$K$J(<|Iq>g}a9Z{U-zKWD`BiA>Vc5{iJ9o^q10&hE5^2vZ*STo34bnDO#-8gi@8B zokQ+W7`dpZKqf6MzXeW6NjDAfPa`AV!yi+pO;X4(NUwTMw6q-f?M*(Eg%Zd9z1gcL z*Lr%uIX?7>dMLOq5M^TJXRX@%M&@FNx=kpSPpJEDa^C~S%mi$iz7l@lahloB86?l% zizKP}2{PQK7Sa@Ibh9H*{+{9RO%*c1D6=3PbiD#UwE7rjC1oOG-tKEjv1Q)6dAoBB zYip2A!BWW^QL&_O;w*Ivx@ye2y8}f19tAi=SRUcMr@6sXiaNK?XisP@d2m#)jCjK7 zOw&AsCRx-#(xRcDM+iN|@U`Z4pUf#n3A1v%n5A9A@PRikquZZ~=U75G9|-T4bw6nw zt0_e^%d&a#?Ute2YOT^Dxf>k9R&fcOKh$pS9|Ri+zHvLqH=B3M z{HBQV(M4ixrQQKoGNyPXfBS1hbvMgd2jOj>aJdi~g~xZ>X*ka`h#&o!#lxf6u9_~V zPItG?KI+eU9V|)|&5F75@~Z**tTub$SGlmB!_C$=2L6w3+TINzUWvEFqa->nSkN@a zcR>?ow8JkCLA7#{)kW8El)2+n-Mv=tp1CPwAM`b5=*KC4T&fo+Df zeZ6kEQaQ#H^i?82l`|rcAlYc30@Ni+aQ|%(lstkp7e$^cjfzM@pfETV_mwzgG=YZU zkoPv`9rI_7qKfX+5{=JX&>>2ykL^&)KwZ3o8)qxToo)sKA<dxDj%&1=d zddN47I5=F4kAvT|9?$O>tbJffAYd=5Ms5C7kD7x!1dTd)%f8Qvo+3C7b6V;tbu}vk z{>vu9i3GH7*EI;Sdf$I>n}?Wxi|`!?drgx;?Pkteh#CdZ3?j@wehHm2t2f`l8@SbceWt;d{h^TV?wy z!?nY9-Y)@hYzzTEf{%W_I+)svSNZb(&@I%KRe!6Jhf{J}oE|a^M%B;>rOY>1{u~#N z$suYwA)48F52r~9%@%KqO?ON*b10S6CN}=2DqY~*3{!!abZ)E{<&Cc$9L$W8eQ-s5 zyIE&=JN;w;l_-%(pwM@0J7)K1yolUX6W=aNOKMdGFKu+su>h*|PaDY%q;{$bPKO*T z9>I33D5V+Iv|^n7LlIBd=RxDS)NXdnMduNA*p=8?)BOa+JtAfnk6NVQ?`kwY^<&!Y zKf9Nj6wnKDJXs`LT{n@f8qUSZyYM#0eO`7xZ> zTKqgOesB=m{c*(2bh)|fo#4v+7twFK5->j3YP>C4KQ&tp)_G@E5pv!aaLpo=ILf5+ z8|kWGj)G`P#Qi)>&DLPP6*)EHAf3$})qLRqd!0HeyQ2F>WjO8`XqDBtk$NL5U8s}E zHecM)5zMZ|lu-Wh_Cnjax=>xzEU602XMA;3ytoL47?EpP*6Z3tE7%TV;M$OSO?TaP z)>Yq~Q76d*v+jFG)DV!zJ^7X(yI5Ip)Mt2UU{0&l_H=IMQc{OH`iJ7wUQ~`5%nzas zx3|>oRPh(Vf%-!RomA`nU+MyNKiK86n^=uIR)?t$FJZhVv!}CpJj4)&IpHAk$yU** z3_gmuW*g=FMr^{ouqM=n_5ib@!-|9~=m{YD_= z_E{i|%li|UXdJs3_eUyX*QB?Ha$pBlfr*QiqCbxtzRKf^Vy}+&FpWAFH4i1KkQ>V& z65E6|6;s06p{t?2n2l+c>!o9v_&PQ9*KUJgMe669eWS8o36n3Cx81`t90@RVXmyQ? zZxJamLdC#tj~qB<(`gG6r?jgtUOk`LOaK0!vt9jN15vN;mLIO`ptLxyE2dhrqs%JT zb3;^`iAE@AJEb@UXbto89!0SJolNrfY9@3t5PrK4!lvAoh^r$vz1UB@NSfb*x{sQO z*&syXV`So3y`WuucZMN39ZIa25EtVF%9;`;|J=3gZh3MGef;)3JW_m*REl}sp8`)* z)M0r!@*EE~S&->hz6w_aRISk)S^Y`;&d~T^ z@P=TH044!PyGs{rLc^E{9P85KHo(Bx#FQBr-8H7mUZ6;<2#dFoVBCqzB#CQg0vRM^;iz5vxx#;gf zEsilyUDj&*O`10`eb$B^bH4=hH!@ghcJGSM&}WFRq2WgCTUo64rRi`MJsT-UE9?y4 z;_YJPW<)gT#B5Ph=~;-LlcE*X_YTEegapB#Dp0+U{v5@m*cN`%P*L1PhHARuiRnlA z$z4-PDKJTNn%@mK7IaVgG2_i_Tzo^qAPi3bybZdrDhH<4xJK5`vd46%n6K8<(PD`* z&r;E|XP78QEST|i^}m0nGdO*5FD=VibI(O2aRilIEf=*((QLLdt=)ObAj@C6X3+M! zI*hHsNVd;JpErs^ce6^KH>9_03;sIAB+02^(&Sa$ZGHqp%9!n&3JKE0ciM0)>DHAd zddn;{CWaS8ka~fG^my&OT5m^E63W|)FOHdVDLapxzI`_*eJ=^d(-CuDCnol?T5NQP zBvt z0$$emw6b7Muag5a2P;O#p~esQNlfF*y41P#h2gq`vhT(Pt7>#h6Bwj#AF!kDVb)>9 zYgomA@ZR~(cMDjCnQ~AsEn=pd8V+GC?qI`MQ21N6mRE6VR$#%ITa6u5_ZB z25O!ic#}b|P7nuShSp|N8R=EERFof&DZ52Q#hm>g=?gvR(zSk_ttGTTamREw-Y`Ri zPrFIF7Be;K>j>VFe`A!XzdG84vM4u)QL;B$j_;b4wq0}*TB1u8CT!c{uDQ>hEf+iM zh4S}lnSqMmhAgOd?YSJ55pwU_`-&;mo-^l+?fihND0bXUJp7S5T|yJBcn9^Ty}&2O zM~>a~WAgYan%_V(vu>)pjca0oxrd9wVjCNczO7GH>>UCh*S!5C+dftdH2(^J&@>bDAxMIMEwYKJ7-R6L zv(}kVOh0^FUT=mbh&ONxgEY-}}!%xYx>diS&=wh#;xdu0pPJX-qpp)gff$ zrxIBLU-}yMjPBW>FB9QAzkG)l8;(bViYcW*v&%AEW`uVntMrs|knG^@H9eZ$=Ykd1 zCZvfs1Ycg;-V40DM8@aXJlheRPlQosV&dRvOS(iZBKL^V$2m&D(D=vOCuFjN-1}QP zU31Nm&zkQM5SKQmErqW#-tl|z<2=?s8S9}|>_g{;?W|6G+lf)yv@)S%vu#b|w^1Kj ze9}g^RL(=jT~CjzfY-KDx6{w}&OI{=k1AQ|U)_Cm`t2Y~=kBMr43Sgo8{g-vN@U$X zJ@7qQeEDkfXj6F5;NZ~UC%D_KXdWX21;v5UxMTFr^@`gw({D{!bl#zsQYK}OU|sia zrU*-}b-CqqKONUG(lp8Ut9|?>#?IOs5c&Jm@b;6^G-f+L3tA>DoWCStGi{r!-g8CF5cUolOFinQT9 zwk&hhvx3

UN0mp_*Y|cM@Eh+Yjo&*V~5ZCth1fLobR+XEY77Hw( zV>ew|x*S(3)kJ&_h8vtQ&&+WebRy5KaG3o>x<9HRy~4uCB*Z%)Zw)9>5eUGz^!?K z+lrzsEA^4SJair!w|%p)zK7a$d*iY*@P)HAYbI;WKT&s3$JbKS5w1tLvzTQh%BMJf z$vk<*{n~$Za<&n^w*K;_RvQb4NA{e!j1k(fe6gW_QMOaaHd;FWm^*>;>-TI}&;ae_ zPcrma3E?FA^jHFz)a>+YQ8OLXB=(?C4lXAFl@koVHWRN#6p0%)8t zy;1fWRFz<}M_+`F#?PGftwxL{&DQStVzN}nuy+)rpygN{qr>WLCM|7t6=B^*S>0i2 zHH)m;rB;GFe2pnz3UJE2+a&ULT~u7YTP8~|(5Z*UsQb7x;P3b+F9;N0SGa?H+N_7`o+mE|Hb{K>ajbo zm+J6E=2x5izJ+^cueTOIerSGHr44=jd8KqY^i1LAgTtrKRHO!eD2}W>R4fkjN!du9 ztO*I$ubQNPVY_K3;4E}pXl%ElvbjDH=hg7KQDA&cMSJVByIji`w+%uaTbAedd5+S) zN*qH=OSinuPal0eM%w|GVxD?toLUaaj29k>S(4J=8(yb-r60 zbAC%Jh2n(Q3zgbD7T)IM4|Ki5fump!qb1ZmXOTo<_U+LWD0-^lO9{oh`aOHTmO zJAmL3;Qz~Ya_K@qCK>>KhTj>XNPozGxDf;(fa~DDxDepcE%@y`*pd$l8;Otk1CAo| z$qvsQBRH?m3U5SycQCPd63$e+MDeoFMMF_tx!4=e?l~W=;5y6jPu_lCE~vt+5PL^li zz2VjJpTz&}0PrP`zu z$Ev>V;bf_go1rUYpDj4_Y-sJF@{G6ejf%qYaz3}|N#Q$#re zt1e!xAWg;bxJJ7FIvq)(s{5RzE{x@4NWs0+L7vWZ-M;!NKAlRp*A%lfQC9%F!hr{P z0sm{ygTeWFADrRCB{E7!H`bI|F8@wFW-L$rKBe3)Ww6>@`L=W z9VNBA+ehWG7~$4M6$>rd)*B)w1;fSdE=daGdeuqs@TE>^W1OtOo#2V=W2)-KyC0 zDf#Z3aP22|36BAApa>rWmZWX0acDu?VW+1fZ%ZAb=2mI2Okv2LTn$y`7^_vELvgPo zn>G~0R~r5Jho-bX;U3~GG$3gy1gfv%Rem%7Z2VSQ{B=^-4lY4K3Nun%>hN0n6p`vP zzpul`S+*6=<6XrVdApy_TetSE-M>IdQ8B!Eh5r8T4gPIxd;6>Mf+UiJwaddQCW~_PymX!g44yFzj%0w~^ z-W9Nre&PRUR`?(E0oY64-=-FpdWEUs1@P+H5-3Xjs=6&2U;B!xk?#5bs2cGnRm0&r zzpcDb`bv#Z^oU~0Qf8Z?6uilFH}Q3Agf_lM86+nfx&j1p55Rwb5a9Xm%_1B-h@9jk zb`;-WFKAr*p{YgKe?A%J=lh1xpsx{!0+0UL$Iuis=b-9ao+d`dXyoD)lorb~g4d(u ztti?uZq!WxMag;4CgK`n@y>@IPX!eo8V1`F9nfV~Mq>jgC zN_cNia?Fv9xk?D9;fe>9vIb>bREw2S?w~1j%(*qQsa?}F;lpPB>5bOB@8wqERa!7e z2ww&Xl?j`-8{xr05&zaqV!VTn>F5)xf*PKogfn3x4fj#^h=enydv5loqZzB$uXC1B zR#+;&+cYh8;Kch9Bj!DDFz#FVoriemJKDUMh{YA{aK+RJg+c$oRN@uf&>4P<{AfYw ziTrT>+WAc1c7{WIY5N|jD-Egj_Xz9)nzM3KD^=3g@KA{lCW5(N+pR^FKT~meu(~|^ z7~<~tq%#YY*%;pIP$ygdWJQtT3(rkChjqC=#9JG;rR>>K%}_4V< zyb2#U*evFIvfnG^I1Eds}a=fAR57mEqC{ zjyFR`oega?^g46vY`s$hA=BzftM3I4s#4#by3|I6`Yy;kxGC%6Sq9d6KJoUWhVM^} zS?1H9X!~z;Xs=M%71Jw>_YXQaTwU;emKgTeHjVXbIeMQ4eX{!tj@>U1*96HqUWi|N ze+?_+ek4PwTIDf|3Xk!vUGG;yF;9D2;`Mhm3+NjWj!QpvYi@#4r8z>UdtcMDEZ?^~ zqrN75-L@lIQJR1m&9!Y}ZNxW;HGDpR*HM|CMUF5Zqs5>zmKzr;>#N?G_~h(GC5HC( zJREm(C1$1~?ZVZQDVSjosX23TCI<5c=}}1#v2Bm}S~&|Llt$%XvAe3_oBk@~;AN?3 z58@4t!!6hXnH2is^<-u~*Xv5O-S38U-CIUg)t6tlgeN5#AEhM~x3e>3ck6dRBvkZP zEsDf&G%K=EVC9pqd6dVbalGxCU$Gw^d>>+to}uy5mM?rGK(K9@BoJg#C3w@JV~Obd zC*h!kbiTGI&LH+Qfk}(gYI-T^jo`)8>@wCGa+WiR6rt)xs*9)dKTf`%onuAce#mr1 z>s-MxAn-pR8Spp-f=+ z!_S;D9|pT~HB-oaP)gQ9_X?8@5^y2-7O8m~XEj9ogFv{JXkh43S<)vr9b;4{L6-vu znX&UjO1q?xxvqqC^@pJQbEoeRk&nZCDnoq(w&A+0nIYvEo7MP3wIp`)1mzP0-={CA z=D(ewnUErm|0yKz6{O`)Mt9DbYUJ37{y^mo_GheU|Q0? zeYrGVnRk<2*6(Ia6zvi$)_VmO<6n|UHyJK`cwZb61dc*~jjywx@yL86JEdsuZr=~; zu`3W>K?`6!e=xiYCn`7rZ!i)^BB5MF?WfZ@-wSRxr+<1hbBkr;G0ilElwE4GqMim_ zJa1CSqm5mc>L+`G4kK1ppY`+8B3F{vM#;^#^ZllWq>c1$b$` zjN|zn*L{M?n>hxD#CKaqbLqz6TsV9lI?pUwdCg0IJbM4&EE@XRPSMCgz3c(Kkg=rJ z`Z|_OB%^uS^|d82oDKO78~unBZz(jf?Y-K82RPd^pX~ZxVwI%76=bz~@zq0}%jtSJ z16|)<@$SmADSPpe;}`5K`?6DEFt=OVHa)B3eT(tupJLDz;wo(zzJIQAn&2{N)wm;N zW})m>ZX2bge56V?*3|h5kLbWbN`lor;lr1Eoo{jNQynPo%b#M?sG zAv8UDM6W;TL4Sqrui!pV-amMIluA%?!(hM;Im*fB-Ys3$5gsW}*HheX!yj&CX4em0 zMH{u^E{{N)PqpUWfWMKm~X2OlP>LG&&h}T6V%r4L%F94GJ1dc-O1neUewY zLnZKuOC9cEY4OxIFB5ktKBAIX&x1Y9Q*d%J?u(80GZWY0N8L(wXHYvSr7pX}Ws=0QxF0Z^n_}hXt1d^( z6YN*sZ!>faF`Cq3eZ41Bflew`hd2F&pd5TR;ApY_^%24~?)&xQQ1AH*b^`y&Ya)+O z6wZw>uTb6uNf9GzmYur)D93gD@sU*7>%kYf z71D^c)be)ACGwVOQ`-DC|$BV-yl3$K(BU926%@nbz>qNxtW2^|V+t{Dt-+w3lZey3<7 z(&`w`iXshN8J;}65RdxKWU#wt!G3=%bakCS;Z{!6&fyG)m%u}UuegX92J*FIHs2sb zaQ>#x&NV7Gu?wTQV>+ppbrvu+4#k9;*>?6y$h}uy9&~lLN!-OV#kfcrhBw#>i858o zYo6t*tGSej6s?y(eYA4Vkn;+CT|sf7ynpbnZ4mrD2#Pe;7122#GTr5Q(N{{WGQ3p7g#K74%>sL_bE8G`Va=U5`~w+ z3+n2T{m-8!58QPeNCw@pdWX(I()8JaREdAEMNU1MG8y`XuF#9ozg(#A*`0L@rMKlw z8Pj7bGa1J;E)DlSS}3RVde99WXV<K4VGStB#deZQME;-juL*ZRZR zUP8Tutu+$T!{a{?-?XA&MB*CS-(Xy6AXMnbWuTwo6VVbC!y-~Yo3_nRZ{)#M%}*<{ zhYNkeCRsdO`Y!KSJT(+6UU@eUx5HoHe2F{Y&EyOG#sy)h*bC-WR`DJuHOfp9F=ErT z1oGkn)u(zL^J?2)kDwTK&e6|t&1v>=YB9teWxK9@5k-;QOxCQ3kF{ndZ6lwvHls0F zd-oExl2TJL^}%LuM9JIY=vK)t5f!D=+o_72+C5Ghl=se(qsRR`FxX0X_mcNUwQ5Fj zbt8R94h7C+kJly~7{cy2P3%Rk(8Ic+ByUX=1WfYMmSjH9=y?)X(l#}|^$4U-nQ&38 z{ra%)K;_(HMt|6|)eSpebVW&Qw}qfmy1J_iD)Jkn{H z!wh5zzaLJ$@NR~1UJ5~Oy_9`Voz;vXUB%@oj|NQ)tM{IHT!3q`9Y>MPePe~UN}bm^ zy-7KrSEMCTIyY{o9m%9PCg4kraN>$jIwYPz1F`&Wq|10N**@=`J9MZzJVSZwz$Vy}c1n1u8V*hWaHri<>q3;w9 zbno8_6-h72@Y+rk_gzpDWE`Rc6+i_!+3Oy3eQ^pry*sGB`?LS(n6`>=_{=c-pBjW; zMY8{dMa8@!ZUQ&=n}JBHDlQ zHYx=SMv@ThnKliVK-q<~`0ur)NSgO!ecoc46l^9UVDY|n9YP@vZo)vEmiMJ7fzGwA8fySKAf*MJkTf5N0gUC-u&{x zIKlL;uc2)7PVz7V&ESPO^J=a7ZzgoQEyUQ}Q z%B@owk-3ZG*=)hx+L7~dbxk}8+q(jVz}TX*qU>35>ehx((4n=In{@Pe6#pHDME&;y zL5uHm>GYQj`KlKknW~#~=C|n=vbhZpzg}0^4C%U}b*`Y|f3o5&JS0c}EXAXZ3K#7X z?=hfmYiQAaKDS4cn#*yR9;Uj{5lB*8xO=lP#Opn|yM1V|wxe-ut^OB|yAeKYjh)Nf z-z`QZj&LD2$egdhbOpoxBVUMAe6K48@M^YGdX0rA0CZ5^`{6{jB+dZdH^VSc#;9KixcnOhZ?+Q-6x+zQdmp_Y=!rW0xAC}XwJ(`@acu1Nbao$g zLX3#zXGFM)pvrTv(DWBxrIZPO+__8Vb!YDiVXvUme1EXG1%o!I0*kS{s3c(&!1A;e z=B3NwbxCBCIM;PqysiP%8oYp7mh7Mi>wt8yBT+Y)Lb5s|l2Vd38#Q4NN$*)^DEhC! za|K)dBZB~(j{!V*k`Gi|nYu)7L4JTG7dGd`B~5TUe~sklfrpovOy&l)Pd~56_~DKgmC`<&S#_&fE7S6uw;@G#1wG0 zER-Z~32C}O;J>v%c%>Ep43TFlB;i;i^WpLD-y625-|!aD7No`?le(SWueDx%txQm( zE5kn0?yI@wa^sjFW;gX)BY_eN*Jsh5nx1SfiX$lpYI7%EdddDW1eTzwa(5bs&jXH~ zH*QI1RcsR+MS@jsX~=YMfv0z|ZpHYgl(D-!aX5UZz(aukQ=Bw?IZE^^USQ9##{M$N z=F*baTA+!u53%etQC|YX4cZ{DCx#b`6DO}OT*CxM>L@E|b{4(UC%k&^nI)3DqejiL z7O&ZJ=}%JL`IH3fT`v3)_O{6+ttD7-=j86h$muy69jn#p6{@^~8VbPvyC&f=fBBY8 z(0O{&{qt{!);yx-QTFyd%7P}ucdOorx$yzZ7|#IHKW_$4#l>-z%*>+-3Krq6*t&^k_N)2{$|71u%h0ZOTOK@v1z#rJ`79@8-s zn#hP1lofI0Y(C|n-ae)a4sIb08vhs+xgHc=&oYOxQ-N-6ezt*df|D$xdj@D1EZHQh z`!{vlrg(g_LAbNyR*=$K5%?xQqs%3`L;h(if7z{Y`|XK@%fY>aHnTZ_tjNIr0b1db2i-ZmLe?v25DfYU z0{~pD#j%?QZxfDjod^7oWq1iJo6ztmOYmcf>{u(kmNE3XA(v-Ao1W?3a|zGKg?>3! zg=Yi@@k{A+(+tfT6R8hwP^3os$kSG5avZtfB3`3plDOl3JHp;&4^V5D%ys&9MA)oH zB1%PeMz)?=ma1!Z4L>ThVw!wWdyZANvFzB3xd{u$4WhTMK_K;*wV~aQl4CkSKl`hj z9_Yf!{~DEPDF0?nl;mfhb~HuibBh3n5fOvUFJGh(USa$jqXAI?S;NezVjBEqB8{d$ z>{?dWGH&1E7nrEZhrGsDUR6;4q|?+pk}LM<7$#)x9ji)^sfxWncMTjq*Df6*Qa94h zg;p=u;%zQ}l5N5I8XW;TEY_eM*frZ6(srIY>s=qPQget;Ie520Fff}-YDVX5k!SF- z{s$jnjsFGeJ<11HI2wR&J^$g7f9+fBl~_|mDHLAp%bpxE zzN3&*XM<-XvT}PSv*>Ajy5pDHMc@;*;$(qfVUyxcdckru3i{?Bxk`34_aU`Lf;Y`Z z;2|!It(2N}OaYPU!baMhJKG66#dq{T(+;PrHUN(nm`v7#-FgXc;JwKpjbg-;SHirg zbc=gx97QeC`Avc>A(3Deexdtw&mF%?Bkop$lk@9E%vL5N-D)lpVq3VF z(nz~LXFyAX@i}!ZQ!}3EVPuzUrh05%o4w2P5$=^+8dLwYR=`d84;AtMNyq%x))W); zhc^!a&waHJ zP^kWWhcG#3vwSh^E9y0IDyu7?UBP4^07d?<&U;}M0bpGnZ{{cHAvnNOxBgQS<9hu0 zql)!hT6E&v`+YB;nPU(@0_A#XBGYQ=&v;`*If65pe8szYI9w2Nf#G7>aylXg*@_Hx z7{;>46J$cvN)|ymy%DsHN&V|+JL(42p6jSvL|V*7HF)OL70oWfrs(i)U-H!h9`ndV znWtI`Ur{kgkKdm>+IHIU@<%o4=DFMo^gnkG0mI)vG!OX`hcP^E5FZdvVka{Q7kzZ( zrI5AY zZGNP&!Yz-KuAaR!U$8sEEsN6j_~%XmpV7V9`#c}6Xud0W5CrIv|F!v~;sr>6_gi%L zS3$RA4TFx#2kYLPUX)->$mDNa-mdhO0TQ?YQ#vNpo3p>VI7TWM=z7P0+5|gB)2~74OD`AoHetO`BXA@lwF+-xE z3sq%9p(C<0eRm=Tvax6o-gt~%u%D&Ojosrxec{Pa`ry7sL1zi`)Kb)iNVhvDI;WrXXu!SYr&Y0^PZB9?kJ25-Dt%ul z3YHeUpm9)fH@_@1>>~d(PzSq#jJh>g4kg&`7>n*X46M2) z+S6hNRYwbAo^rQ!#g25l8TqK7HD~@-MM2)auwKUCe3HWRQCcPCb=2;GZn<0|xs%+C zba~0dw6Ffv;`?Fki9#YWkp6&8M5JRr#?3Xl=PW~AWOrWlUTd|={GhdN(m@x_8m)s{ zQ%vWuXF!@#KwGgyInDEFkVnHTZ{Y>T_^O#@(Dup_ys9H&OD)N$(`7q#*cHg|`E71r>$=L1(@6wxEa`DKKG}gJ)*@)ET;tF#3Cxirss8!_&=p>T>c9qetqN)GWzyQw*8kJ6!z-j5!5HN$lfB7;+<9Y0hsAoKJhqVsmbocTN7(Em3 z26wS>&n`97_C23y`IH~^`cVNY1m_BAuAn6_zz6+bCl9!~fD^#nzWxOHg9DsqcBTOm zeb$CwGEIi&>Y<)2sITcY7#^xwx9M?GoAQx_Z`s>2v*8$#!UW*E&_|+wB)t1`kth+vDzs zWV26j_UdA&Q_t~lJwD3w;e3f1@hT(rF^E<>lH#G*w_KSR|HB)ay5M(PG;%J{k*Wy+ zUV$HF@dO@lc&X9v!)`-J*FREA&58xGB&G{=H+$^QACFe&o=-*dwcTOcFwoaCe=kD4 zmE6Mt-SE}j_xL{18;r}llYh4M0gr^&GA6MHtKy?TSbm0@_WcHlB>Z7WFT;0&oK8v{ z`BNdXwm242+T^}@0{py3_voHQXCppcTg|`gNRCCYSkr0T6i6}>Y=}w z8~qf_q0_pOP-fFP4}%2FV}w6spLEn+7S#mHnXAI{yuSJF(@nXi;|wKDyuh<6Cp?R0 zon7xn_X(UX#{MGmUrBrh<{g z@`lPXgqCI%yhRryiLR86LAa6qc+MT?5vCPW4B2$&bi6mB#BV>ksaw9coJ?or%602H zcR9`e0Rrv1nr-=>sBHUBC&B~wmr3*Y71rKTj4eGF?%(UsH0jQobP`2;Se$Q-So#rN zwYGM0hIY@yAmR!gUd8_S{$LzZikBmhxZDHPalJSM*1jgxR@!W{(^esY4J#O<#Xz$dG$^Yk+^q2A=m1q`=^ES+X;IO zu}Lh_=wG*k8I9sjw7=^m?T<7F&c!v?THO=QZ;#x>?tX!)6Y#USH&CJD#CU8ujg7^e zG<+}c3!^$hFpsECbJMN#am`#7y9@dL**l5tEsQ!Qq4_JszJe6;{ed3~R>uqM-Q+<4 z`*E$LL4`M0|Fs|2(#8U01&q9UnXJ0HD3mv?R#h3&!)Un7HQaMiMWuQQO{hxmhO-B= zthSVi*3_b44|pDZaEk8`MD%x^+nN@JH)Ytfw#mC zGK|5~8>re+i)wO17fP>6q%=kfx5|{zZ^2>@JZXwE$9zZiZ#yPYd~)$e$)?@90^k)y z=8pg>H4y^+g^@mY=7;C{uHb1+@=-MLsA&=ml$;5LvyaR>;TIzn!qG^9j)-B4y*Oy^J z@VwwXtxSTi8UGDKx?1Yk#p?A_;+8}!|Ir@tW)_=(2jv>JvxTmtU9@nFFRWj(pS2P- zJuR`G;!T|6tx0rm#BX~rqA__--9-t{@73wr(m&0H__^N<-! zJR^hCe^2 zG>Kctf4%(*OjpncDC7_N4_r-v09Z%cJR(0AWsc^)uabXz_`Gd6`kgl28^f^LWQL4A z^`v5k6%7&J46f|v*~uY0-nG5ZtFLZ}jx?~2tVuG5W< zKi9bZVisNGaf1`#oOxYfT0O&BB-rdWC5PB>i4-Y?c@hNR^^QAR-_ zbsfBB@l-y!X1U9`dcOu!=ky%)sf=doKlKCs`>6Wsq_fN8%eci&-7SB|l+@HDwb>;t z?M$^jHB6n{k(|QK-9y60)D2)z+=`~Z<4`yp#EpDL($d}B&DO=k*$oUV<6Rysrr~Mk zae0m!vJQY_DVsV1r;&;OXVJf&7yoqv87G7X3ITKS0`L70J^^0f95H~M83DBeRVbNy zxY=GFQ^v)^gQPyd-@jtW&hCB+*0F2yO>+WJ|4xG{k$mfDQGR?u#%Hwy`&DPq+1C0Fqz}>;r-3H9zp1&(b4#%o6~Hvq>O z41oZ%C;$~`SU^TkFt-<&+Z)UcAoc--1Jn-OHUrxFvfns*I(XQ+IQRhHY5`}raqHMx zc-R0+MmE9UkAb^v_rLbG|J$zqW*L{w_`jF|(8dm?*6u(<{ELLqBF z{@{cncLqq9y2$?0HxGzg_pd0RM&K|%TXQidYX?gJIJbs}rK2`7qGWpiQX((}#tZ%1 zd3u-fA;mEOnvCcFL;ya4`+rsr40!wD1x%h7upNFFKNtZ+fCPX=K0d%0pa3&~0h>&b z0S=UpypPNe0~ReWuP{Dj{{OoG`s+Rn$cqffGX4s1V9yqW2ML^?7YIN>0{mb;;6(}n zbQw5MIUh2>pmk0e~nX zfOG@|3JCbCUS6OMIMA>#0pxSMU^sB)2b6`pUIySJM5Hp1NQn>V5?f{CAuEtEgWQ0N}48fRP&c z7#xWTK#qJIX$F5a*I!ovE$A;GmnHD>0hxdgFOl$(cJQzAk-3nGm&OE?g#7)lQjnl{ zctDr;eitAByo&!7kcRNf29S2}Kf|T20lPrj#NWcDJs@r3uW)HAzik3(4}T9xT$jIr zGLW|MSGcqb9yrj309K?8ToD9-@$k|vfN37_xA2!u{B=bt1!#BB{+*(WfiJ&Z1;%4>@Z~3>Kui*_!OQWHTM7(Ck|ZEa8qmY9m<;&x z`!*m=7HCyu8VDHX0iiGRDFXKQE2abnfLx|21GfGvrV2Faub4U*Fw@Js8el+qm!)U{ zw*4zj7ii^QF;g(WGcWU*fq^0JR}2{3d4Jbp4hD81U#41sc`s`L0doiM?^=G1rNG>G znZpVUG~cfna+U)&DE|6^ocJzx<^VET0|t&v2K{S#1G>y*HXAVfcb&FiU_I$F?Q$-J z{}#>>42&L^$^V*kfT85FEa1S@-!)%OqwwD~I|E(h*AvLu_|j7YK=}6r4$QKbk6)(z zn#V7l3P2_|Fz~7AWo5u*{2Rcp2^;Yn1ab~X{I37k%zwEu20Z(VD_pKr0l$F5UVnqQ zBm!Wd`&^cbaUnD&>w!skaPnW z*N_?heE==8xWDFGX$bg|*ZuuIvXZ~G&A&xJ%KVQ+r1*c~Rzi-ez;8gwO29z&TW?BG zFwo0?r2i}Qw ze=%5TXE%U3{l!uFxPbo7dHMg}{{RB|`!h?R1OC?)IGASNB2;yE@jd)K45}3n-(+Y4 zQd}0bjA!x4gBmIuqIm4$hW(SeU&{ag8?b+C@!uyZ|G(7ipR8@dRR2@6ve`7)SOXJM zs}?S<0`1sYqW`0+{r?p0-}}h_5vzs#$uhWOJcJ+sj3))`EW-6umj!M7 zU)^0zY)nxU7NTVQ#80C_!dNuzgwEWb_uhT4!J@4ug3wS4nn>H}=;(B2GJS&(@so&@ ziCBo*hzJQA3&~ipvmlmOkVqspgi54A)Q)q;r0qSY!or5Pd*7V<^Uita-1~i*xik9C z?J5nA@9Uh|d2;s4XWzdK=I7km`+no1W3`8t9DRB*c+oPpCU$Op?946ss=i})vHwB) z*P0KB1IusU=-PAjb<@i7=!!3=k6*ZZ@8+d}>mN<2r4*Kyjg8O!d_LQ__3fkNhRd17 zvsM>NSNgBbTQ$0^W16JEME|Ri`-gpjmF`b`5t*oFeq8!8@P#X3ZEmveetiR!yjty? z0QlN(j_8=o$sJGJ=ejJ)WwGn=n^Ss0ZQ;bHe0JeT{Oqopx{;-IGwu)1f5<~zsoMYH zW3gcUJZV0$C7nc30`~m4Sb?)!b44Jyl{LD0TnbRX$w;@Ni~!P0BWNV~OfJl%d!h$* z+>7gV(f%;Z4>czegA*UcbA|n}NCLEyWU&{-hpDad$yBtbyLSLasrCStmG0BIY#W|p z-`LiygmU41@uVYw6|5DiL5POfl(qhFp)VBysv#r59IF>>v0T{0rlJ!VmR!7|*(#9 zDdu5CB5hIdAXp%gFW7d$G;ROV1gM24iyQ-;V)WTmT+wUaVL_%`u z{5d73n2BC{Et;MU@#&7w9QW>i+-m+&VnSu2!jdnYQMG6+YrK1jo=IfK+k(OSoxOo{ zNq+b49%3x`vE(cMy`Z*k@dMAY`i#=rj^XEzVgj?h8{*RX-WtQ?4=Ko*5Trnc=yX`;U6t7RmIM#Ibe|g(@ zNk;nr<;(hZNs|BD#}C+JZ+z%~eoDXQxc~pd|9`ylK~ZsB|FMJm#(aEyPV*y_I)zSm zBO~cP-8gYtNT{@}ZEu!o+dWTD&$tw6Z0@S<|JY1-p#VOuJlm}+OH)-{?~Got=5zLQ!{zrtZ+SY_|`Tl5p zW=0di=kxXJ^)1`C$6pLS*qLj?GBG*%F3)G9s-c0Ws^&04C&1r}uX4Bcj{hE{4`V_F zt#m3re&q1VD=3J+S^tDxDTyLAHI;&r^6tZj6t1hk6qt29w~<*d&zq>Jt0!|y22j$Q zTUb!;-FqRH2;tSo#$Nvs`Ky^)T3W}An-2Y2UM{Pz56lr|Vc9(1@utda2lc}zPj-^z zI?WtTy!tH2V`EL#u+OTmusQz>mrCk~T${n%saO%m#D?AY#O~_+68~`++=cdXsZ>Pr z863a}hVtI$8{^p_ITQ9Lv zd0*XFUnA2#B0<`$5ib?!^yA&!k4A=k4X+_T?_IQ<6DuDd&|cKgcoLU#!B0Wx_F`(8 zjlQ9wx9S_6{rMVF-suUI{_eCF-irnFyy;}SBrPrf%TiB|S)=dh)u&1$hZNrEh|%!s zXbsNWO|szQo;-2#|4EsvF;CC9-LDE}8pN7NOH1Dg3){PshW(E1a7}4Ti{dM0_Z>vY z{GR*4oP)N6G&;=1|8g2Du* zRa8_Q;^Eoz{rh)oJ3FuVc$S(7-ry64HFS16eQ*LeTzOSeBaNN6Z`;P{+OfEmCV!Dq zg7o)(g}+JqMhcF}3%8ZU%Mn=?Jp#UF=QDdIy58{_HN=?n9z_gUT3UAL>|s7HLP<%f zmSws(+p0f^oaqdEpplhTu)}1x-bClyB%LCcJ?+yQ$19tX6j-zhofNEpr>eg@etU5u zCM|SZWgvrZMaB7_1rZUnF7qRCHZF!gOe!PU7g#DHxpfNZ@LqRi*fx_K5O+U7EXflA zV~6Z$dI583tGCn&V(zPS(E=7_)geb`W{0l?rZcdyv9T*A?tZPD;zNJR^tnk(BD-d` z`JUGBp)GDbtR&N;Ek|QS9QQCYGv`_l{DaI?8v8EH#?J2i+VaB8%2Y|bY_z~}zUr>K zNjX;i>C;6vgOx9a7^tZ|u@tub7Ut$nS!Swfb9{?tOvpAbjy8Tt9D0~s%aNG zQ6kl;l12+!Jw4ZdjrBY?EsxfRWW`rBXR52KU53?hxa>whUtl(0{WbIH)2AjbT?zLi zjZeiS2P*>=-s)dS)ykvd)hTSsrH+wdE63(j(9n1_$6t&`7PWSCtU>~Om)Fi(FxtZQ zdw!I7eA!Ol*u|0lKx`1@<%Ken~L3Thq5b3#8IDhD6ku) zl8}(do!YZ!k8$%0Z+7RYFL{c3`9Te_BISL3I^(V*-4{ujhm8I$){iaDc&rBuRt0lu zyH9lTxvsAYZ8tlQv?B8I<;&-izI!5t?O)50GkM;-Cm%0GR_Ht@wOYe5v%Yp)=BcPq zRSk7*YqH|r;@d7RFAQtLx4kA~{x-X?a3Mt{jpoekoZq-OHFWg;)CA8J{l_-04HTuR_YcidXEo;Lw@iz+Fw<-4(I(sfo_85G)vq@T3 zwvCI|{_*3-$DO9HduQyRX8X|4AQ!s25Nj!MPpL zfq}ci_G2G1DP66Ja7h|sa4-K@@Y-!DX+FqAKGcWZs4%Y>Cu7Row* z_AE)h!{qDPgI>i_0d#kkKTX0)bi@8&3OBYDZvsOeK1R27IKz4FX21cV&v&w}$pttlJ{5Itt&B6{ zP`Fteek@YNG5zZaRaMp1^_8iS*5r`SzICIcqfV>8_$>R214E8p{Wd?^B7OPt=VYGu z&*+~`7>9Irc7CX;+AjNq{~T(w{A(o+otWI*(?l-063$)fxt-jpHu#{}eFVHdp4z4D z!l&8c+PzZp8Smd$pvIgZFATA_^KoBW9u-Savn(L8BXiBa0OQ63#M-x+!K$5l$gdBp zZ#=x5pw)>qVZE|wp_HO>>{W`ity-E!)^6>s5`Lc!o^kctx@+HbnYOmJ&EkYQPS?Gh zx-VZ2ppZ-9@tX5)8KD4Z=>5*S^&>;CeA{lOGoqSftH0-r0vJV9n9YAp52zJ5SY(GD z4M#Z}#NpeihbL%g4`M>FqJ${CIKQLNW#RrV&A0kneaM+CL#rsWqWzfN)|U4o8mY7d z+?MTRo}JO2l+?O)>lO}7SxXBwUP9{HH7dEMqW<>d?E}c~T?!VDB`YjLT2s~kd^g9k z_qvtUn-l5SYnO#F@1MN|20y>#-HWvpu<8o{@`{&>6&7y0_z8dI(<|HZv*7&U((m=r z3JI6@D$GV)PAF{Va&vQAXb{Z#bFwH5M_ymR343VH%r7iC-k#R{-b7I+_t`UDIVFDz zEEStfF#%COLTUV4>m3n{{XP^%F3b zGRUo!dt9@Is^xRSmA%E$QBitdKivHjU%~h=QzaYe6pJVj2ZU@Z&Yn74;dD&5_yEvp z;WW<80KVNm8feGBz+m_D%l^{RQX-~s@>r#m{Wtlwu_bF42;dRDk*^J!o}V)nIr-`2 zsZ$?ggl-+T>J#ldQAw958=YwH7AoZU^MK3JPqHYPO7ArklaZEJ!N!L8xou2mT)!4~ zywTOQ(A1#*iyPkk1zCOvuU)%_5Qz_c{P>=Bfx}E0)@p12iB5#U)vRMDPn>x8=#k!t zDbQ4Q{_Q26h8UspUC;Oowjrm#QaC6eAkg{Vgqn91AFk_!()3${DyNQD$|))){M-f1 zMFc%&^Q zg5CL1%n_C78+fx^mjzCZ_r`ImZi#ZS_n(|Hn=M17@w@u$%xIV($(Ld`21a4Kv!eIqQnbfO`fAPi7+=4Bh|XZA9@h4h zyaj1>(ayb`UitRpoL<_w)|-%Ix4ouhuKa-)CM6>q_9j1Ynu5x|g5=cU%JZoLmw?MI zBqN3>V-8+m3zvn5zBJi}JG%5$mc?M7vLePsr_Cs4++lNypG^I<^1?up)l2-?0^SDElr#hS17C8cZ`eP-;Na~ByB!=HtZi)W z`uc9a9KmBT!ueeT8MZRvN<{8d0N<9aTOof$ZA;x-%~NTu9q8vrMAXdpdInZDwzA5~ zZQeWgO5h)PfU0r*CwMB;MVu zpI#VOEJ#Wir`6MOHe!3JH(mMeD+NN7tuEEb7>w{Um)= z9UZDB-A0X1XTC*8MrKS;TPut?Amiz*;~}`uoYAq+uxOXm1oP9Q^7m4$tdADVI~~ER zyYGttmZUAY?$ak}m5l4>be@9m-MDn=lJIcUqerFm{KkiJ1F_)BiDcyDv|n^tsdl93 zmYnIy(A&JSI2kRsP(uc!aU^$L=ws*Nc0(TR{EFqJsm7R?m@PRGt8W#EG6P5zJKjjQ zk=wW&4es|2SW5+8zp1Z(n65;x+(#qK`9}kzfbEd9N~#)P*m&e`4)sh{hBL0GMQ(lH z9a4S6bk3?XgPAuNh2BK@VkO;`%a`?W_Voaf^b->k>D$^qe|`*L^FTK8_+4#)qWI<4 zk6Ttei@h2KNjia`?P_?1grd|nHRood#XXAI7sNc)MW?#o+YVp$J}ohR(yX0Zp{B#P zDciF9eX@=-{jw+{14Au1NW(TV`U=EkdNW^yxQBZ?Dr;(!dn8}1Lb!y~ z%}z|0-lf0wqQm=372ifiKBe>^3hZmfk$ely-UbJgU%7gfHm_YA$oFDgDm04b+T+>( zQjEX3^9Dh11dJLEsAS%_lqJa5YQM$!OD-R8J$~gvvJtqEvorbr6X)aKcc=Rbcv;qj zAJYt{y=uGyprHE0wlPMCE%!L)^Qyy?)!+xPEp;E>$hPJZx4 za&oe8TeI5!^Ozp*J!GK*6%ByMrLTYaoZgenutY1F^RQ%@A%-IN8W-urEbg@M6H({bn78#+bvlOuXbbMs)+>iE1--rn9iRhpCC zSzXAESv>t}J%(UNe|8igOv7pyH8r)sjZYN&7#LFQV?EmTkOlCS2JtW3?P>On>ygdZ zx{@55&<*?)6%i4kVkjak%o%F&X%88mW?$;yaBak`m#)m>lD^vvIt3TP7%iyYo)!_A z8xsK3NSh<56PIRos>GT4C#MXM7Q5ulD$B~sXlj-xbNc6hvZn>`{Y5wyQFjPd=;!ZW zib^A&W2qg=txknRQC1tl+m@&(xMgU1pxjw+eSMvvb9w0`;0oTrjS~7lxJueAkP6MdV;U8^m`>av z1wcy>C`w2;0(n5G@{+9VN1(Fiw+0t!c(mxSidAhXs#&j(Dl|kcZg&QCz6ah-5G3V% z8Ibsqu6IY-u0BmwbYXsV^_djl!!)*EVOF!i;n-`HwAV{9StyuzEXoAA8bJAN*okt$ z;Q59t?vZM;`v=#bC->x7&6T}YO8y5JGj=XjA$}Y01Y%J5M}!G7@6HaplP6D_f61j} zW6K-tAHdO>Edx^zo!d)U3I)n~=o973goM$s#w@cAd7$V6A`UVsc9oqx4*~+t_vYKb zb(+yfJ~GqJ2Ga$JRY=n~RVp;)pMk&6m3al7I*cP)gM6~}lv#W0^76uDk04QEuSD>) z<(a=_UttntWo7j>o1HuEjE>fSVC=(%yR#6&_+6e){QMb&I{ytP;@48YhjQh@ z%*;6?8Je;)?yKxhEt(AO?(T)rQ#v|2sM4RgbltqYyrvKCei9k^9Mz*RS7IXx0)fVl zXi<{m$Zz~6pS@_$xc;&hbz4@77bSpDvD?b5u!>T;*8Yu^{tf;bg2ewqU^@K#;tz8A z+U)}^)C$y@c+1{=c7+#P2u?}Mt7ELRPoY6=(N_l5tNbCeBy=Xu+%IKi{|wiJNn)c3 zA{ok~tueZ}1M-+bXNI0e81E1`(#V&*lOW18Ws?&VUqMO1apO$eURygjw6m9#tS|2Z z^;60ZBKbNo5dcgYe<_45NjYU7if>wnq_uYJX`6o_!d>h3uc@ioi4%4aZ`K6F-?TBCnCS{o3{FOlhd0vJ>SGTfyBBk>C(>&libA+^ax?d zFECJ9!xt1I9tDtqS$F^0>SV(v7vqOKj);uJLm#6nHf`esFFE3C7P7LxyqIH~fn^AE zFUk{90kk^cXn}Lma&l5V*%o`#s{zzMfK}ut51-3|%$8t9!rXUHET2lL;FYC@S ztCD+m=GbY$pEyxn_|L5!n@D!;-1#|okHn~$s3=Xb<4Dt81U;!7!}Rik86s97;rGT| zqxj{eVf~Ny--3^E#NHMTng*T%Cx>ZETNukO<;j)0C~<1fdj%S}v7?zPB3#C`{O zpNZ5sm&o#o6^nxh=>lh010>7+9h@Z;OkckKJQ%39G_G>v_YbC`*&^q;#IG)R^AW8^ zU^Q&!w`Z3WWlNPpgZb3moBK12!wpoNem0+T; zuir_$31WE5I8J-Rw{PG0(>?jJYBjRWIdbIyu~xjuQ=ib`ZnYN(G`u!O;!s0;-EF&8@~p=y$Jq(Amt*P_L8D( z1LN2k?`T?;FnZ^-gW`TF2!-?XquYpV|jrqpo-9!NVV zLrQRGtLV+wkz*C3EWcIw-&?sCITu#!Jm+&vE#r=IlKiAe}rL9eZPx`)56%^+K{8WZRlS7QZrq_7a&Ii9~*zRTxl z({YRL_vU#w8OB5>fBdKd!?hD`KhdJ8rZzoRgmM-*cRbvo3#WLi$7V-I$3>LftYIHt z-*=qKuSvi2nS5pq9JAcbNS{e%nlirJll1t>lbX8vdS^q9ai@sb-MyBdmjvS-+R1Ny zucOp@hVU|(mtO$xs;jBFYq{L|`<}xoYt%>upI8g3uo-Sm7G@{Jz zh}G@Vc=}(c=WpLYJPm!CZ2gZr5m=|f1bv3YLEKW2TFimqxS5&Hz0ZGd)&Eqr9g$>L zlY$IgSV$0d<%3-|Ecz(%g{~+yO2x5znV1^!$(%>u@3)YMD%n`qoEGfMG<lpaOyKlryisLKR;uAtO|Pp}J^Uzxj6q-| z<_#NyLCo^YX`TES7i$ad70)whfwATCj=p2!t5lPc^0{8zEt=XeKR>E?)5IkCVQ@a> z9j_VzJKt?_g1;iT)n7Ok`?%cUth6@+Z!C1#SnRRlW?_*W6y4p+v$DQc@Yz?3SGTw| zcLGaC0DPS@1VxHfbRQ-VY#;lDJL`<^>>g=Pvc)x%c=^pd|D|eW95k}7rzaYvE0FPwYvctfshd~ab~nc{b8z^#rK*Rh zru+N*OEKOJ)a$2FbjZ3i&m4AH9Vd3nQaw0G;4CTV<8aLQ*w}03-gkYwpws9<$?nkO zGOkklZ>izgW$?nDw+7qIdh<^K;I)h}T}3^BB3#~%_py*%c_!-oSk-c%%scDg?*TLi z?um`H6)`?mZlBk;Ge(n0n71EDHANO8nYd2AMwaQQHWPF-NKd7;J>A_;#9V*LGyep* z%+nhj7Kh}l(d*UvDjj9U2qADYC@6@&pC3hC4~VjTM7AO3MgSxI?kw>ydABZ3$K3io zYnV1$J&z==bM%mih)7`Hs$%vr)b%%t+9!}sG>`Wy#7m8a{n_bW==wVOnmLw+x7`9w zJesOdqPKd?;myZma{>d&cy(p_1sYkgR=~e|XFo;oKI=9sY!cp|FX`D-ZptS`c4D4k zV0m_Crg=R7`iMhRX7m2Vss1<0zXSLj@JULymqP$iie6NmYC1G;ZHau*buF9|yu(Mg zC^iczq13*^uzziBsXuHzQK&2K?pr37n>*}V<(D|1bI#4o=mE|e3R?BGzAleCA=Ddp zjxA(|oB_$5G_|)97A^)|f*(V*EvVes$7R~GEi{o}lzg{|i;H{DBW9XyC+!Wm{|IyE zHQ5N|-&P1cE97=Uvm+YYgvyH#cnA?{C`?XHUiVC#>5XnlWf+(0amaQ@M8*fmUfucQ# zw!TZ-rNfV|0|&8dyibyFvb8;d%5>k$YYWL)7Z+jhCLfpvyq%n9hf1G{-M)@vr7Fgs zW>)S)_SR-l3jNRl9rR)wt!4s|P(~x*) z%kmwkg7C7YdE3Nkj%m=KeW65pMOykpU(s#*n#RwcsgR1=I4ly8s%FaES0)9y)ick( zaeb$#rFDR}uCMP*PwlD2wR4J5RaaDSvRr-~3%v*_TE#h4BWq_zy0#*zX1<+Cw)Wt= zT?V_srV6K1f4tRwB;Uh4Zk2vNuE!7^^8s%(0Z9pQ=(Q_Jl4cGMnx3V*`XT(`5WjDj zQoRN>MW+*W+qU?y_+26#fJAgU(ait){d=N4<31iOQZqBNv=&2O5WlbJ>uczWi@UG- zp|Lj5D86wX`pR^VRf*o`mzSUr)+au>Z-rxcuVe)jWx9&VBT3eZdnHjV;H|9f_qzRc zPfk6c{rUClA*a|=0(bA;-P!NmEzouM&*8S^`XfECcDVeSW@eLp;??iILWW#&0gCFk z!9nFj4wY0o0{z}z`Z<6j@~5vS_~iYON7BdbM&xyVfs&nS@Z|GB6`3yco~<__*w1ma zaQMwTV<`|Jn4&fHc|JiLR4&@uL_-bddn+RHhY5ajooFAc;*uaznXzGKeliRcKR5J+MC6#4oWM-Bv zFN`mwM=(Q)-|6#!k4nl?m5^>bA%DNGDVLu-5oZ>cm30c}kUu5&4t}`&<45nM#R)#tM6xNTH=1Y%kct!-Pilk z5F06AL9g;gClEsRtW;N%mkgU{Nr^blfgj*rJm^N3yyhAV5po#@8ekc3Z!cK}b_-W# zTHUXX>}EyR>MVLkTgLevCe-Y3wyMTMqv=+NwlS%K&mV_hwLLOHo5M{!padGmO)09p z?=5@j!Gna9M23ko4WPs+x*Ab^gXnIoudi5Tje7UdqembJY(NBPpJe0CV(ztaS^QKLkexcUTl-;b0)O*23N%4e4s|w4vwSSwkR8RDbk7>k?Kvo5)97XP`{^#$Z*|yWc_)yJ`Se8H&J1zqg zL6dP+Go#)@=MY)~TNjNzw_4#YP)d^Dgpx{_Jc!0JVQ&FpsUTF2pgvYsn1<3cb1K2K zclQbD_JJ7@t>(UbLJ$Q0>BtRv_!iXgM7TgTS_@67>L&}`R>E^qQ4H@Xx=~!HbSG?1 z5}|)RlXs9}^Nyx=v9|t!BU;GWfRuvAn^!YX)c-4;-+2QX=>&j7OUuJf;*) zQ|rM>vH%9bpo1F5%&!)G@mc4}h>(fuK0C6>N=7E2UGSv$clowTgocwIq4se##>it` z_|4jP!#AWrinJhdvmwSGV1w}N!Mw5+y^%W*h(>yyxrx(y%|XU^?zrUsxX~m0Lfhiw z;|YJEcLs#*>!6@69o6!oVxoxcnt>;N!F)c?pC5wiDK)M4oX5_&pos#9mN_{^Dfxv! ztS}&HXO7h~iO8nSOtT(d2P-&4e)@fP&vFQF;)5J%SXAR^Z+`(fC~z^&1SJeE#+?Yv zf2IxYd*j&#ad30d-$gUV3)<^FzC?cVWTpFeH*Y7LL_kw@$*;KyQOO@9|fX#4jEx5i;U~9=}pMAibAa!&z><&ol}5Twot5|_yz`B_P<55{0V&bOYInXJTkk+^@A2$D+BQ;NTzLCZEsQ z41IdElbl&bMkWI=D)6G?ajBZIr)a3tuv{JG2E=>48Mch03vK?h&E|Efyje{HOE4IG$w07*+QF#2~ z#fwF=bsRt#AAyZPoXE0l60ULJc^*K(i-R@*c~}Zcwl(ZVfwi^7-r#kQ(xp#%Mzppn zm2zwg4T~6smf2b2Q6kZaX2`8c>&d84#%E~f2x(EzAhm1(KR^DfoXc6LmxtQr7e{51 zz64`ylBB1pgw;!W7tWk#)o(sGP~|TgcJReUqfcW1Cx8>6>OY$|hgpUY(x6mbjR~AT zWk|iw1F-y@Lr7;eK(dtO+n*`>I5N_&Jxvp41cpLGEK4~Ya~}DlxtY}eZo?mA?L)1q zj~}<9?a`TS!GJ94)6^uNU^Dpb8xr1ja4I5?LLE5^#ccj*hY}MQRw)Dtnm!3Jw`G0+ zzFh#kI;-H*eUfH~?pR?mzxw|EXSCl@Yi0!%5`dlxg)XkGtvQ#&+(tNStn5h$_a9*- z^8Cpl0SD+?tNt_Q{l$!g5|v~S1e}1%=nFNFu*eC?*M8wBSn`d@&11jH8TQ@Sxu&L0 zR*=R66h^DSfea<_14L^Zs9J%akFc^HVrM5sFpMk+?IT@hSJw`oAMJa{AR8FBy$<`l_7d#}g2upD zN={2li(M#(%nvu}z1TUJN{(GFvd!0Kn_uy_>7%Lf{9d6VJCgI3eh3W% zD5>n)`TPWo1>%fTO1>tfHpe8md3ka20qU2n-ifH)U}Tm39vk%!(EQ$}qxS5KTc+Dn z8GB?TAEJR@hVAFcC4FrX&zf3pGbsSX=}{ zqm}z%oOED(oa=N+CJ)+4yr+NIy=J}+5dQwtUW|{lcxnO(FZ}#&JzU2 zBu2HpId1+@3rgOal=17m7CVOZMiv9!u7EP}$^?vxe|po_K=rzWuFB5R>}s+icsN0y zt@)$jkKf!%3ZlCGX5-WPU2ro90g|TOD*m&J6c&$%hHkt!>(~R&>(^s|oAmHnCD_sP zzc}z;$8dNHIv`qaAPT9$+J=7E9jFt}vFxT+oW9=PdQiQI{WEP%x(g%3Ax=(CUsG<; z!nZ`_n!JySg-G_Ib^P>@xl2V*_V@4K!%s3_ym&!?)vS01FJE5+^u=Am61Y%sPZ~8` zheMReU!W2;BTdX%vHL|uMKi1iBw$tDhKyN`T%3H;lU^uGoV53P55@@S47z5Uzw13$ zgN4FLFVC>ph#A(-GIWq^z_Ee&zky7XU^WediJ#D8QLH^E-2s$r}g~>VZPl4(%S2pjKWWilmS0`WO zVh=alL3ko6fQyO24!g;2<>`DX`1gq}RsEDv50j{vn6us!xvsbX`DIY99Y2jqcA{yd zqh>kLWIg)%h|WbtpSNQq9Gw6w}$g{7|~5{O;YfrV21=4zU{_R(@ZcoY0C?LhN@OWVG;N` zKK=le>HPWg*Q*~NF|`r^$^y?N&I2I?A{*Uabic0Q}F3V&)F6tdWwmh<09nPH}pAQY;S zjkT+jq|A`fV3H(9&k$BDQf}>hrRlqe6^$v2JizafhVZVlk0b{R1rkt@&Z z#a6rq>Eo5@-{X$ahM_=;xpx#UwM-O_oXpB7%*~*O*x?JzU%I>L;X~UuT$=u88~g<> zX=u;`P^I;&2X?BC4xXK3Zq)i=_Q4o9B0IgH1>gV)dp^&m9S z8h&_80FcCm9e?gd=K{I|DUzPDh}~-e>`dA1Lk@^a%RRFMwqUqTIKr2H_FhQwO!rE> zW89t^Wn6v}wt%RJ68x`yVfUUrl?ZX?0qp2`>>cwXX$m^JPq!bi-O|zJyEyji*9=QI zuWk^!>hYi)ktdDzK!Hj=5ty9J@kG!n2;_$tLIHTd(c0knVOYOIs7RcYOwZ%z7a@2m zj8$z|+B5Vdb=2VO0|7C;(>)Y}8vduH19{3CoZ{T^`o?T=ev9rp!Ioopea<%|TD3_|-k5wMs;?%45TZWYiWJa_o=;=9g1Nl)# z4|hh%bSZI0dHIaD8|};nNf_@PP(J)|bUHZ3pylz(Pk=B`? zV9CP4JljdIkZrFnOUaHL(9_p{%o5L+@ak1O3Mw>HWzq;~*3NwU6ysR-Kp=Kahn!0o z0BFYKN6cxPdpVf4utm0|oRF8{zxX!+?*E$ruOzFzJsi%heh)$*jjE2}Mqr$ktCf*cn4yMcj$5^6{t4pV(;hLeFXNJV@V zQX0|QXiNn10tx=+&2^jZ*Skq_!ZPAdb;M~PKfMu}rE}FQ7-U_eRi6e22OGzZdO=jK zy*{VBxs03~w)aRD!v~i}&Lzag#>zP#Ida6X)+R)8G85H&=3qDS4M9&~QzcPmzn7O6J7ce>anN4~dGe3^Jrn`t^^cX66~@#EWdmsXk0|zoDtrmrD>t0v z#CQf~F^IBPG{y(%yRV)B%z%jZ>BI~^89}0Le0$memK9(de-$YhubiyNPE=A*P&`*~ z0qQ`5;~REm=RkILc4vVj@6>=K(T3}1Z?V_uha(BoKU-l-Eh7|O92y5Z0&HVkX8+Zv zqNPxJ2-$*$Q%QO}bH_7S?a&}7jgAL!ZXQn)Gtf6Ry-(PN$~OP=Pj1c=4;A!dKSc}j z@@jQaG>Z?eH^Hi_(+T@c*3+v|d_GW8rpp*knX;ZHUwHEpHrqny7f?oS_0AmOr@E8b zEYsRm=zJ@?KIlG0lA_?($LXNQw zieKtP8_(J+ANlmg?XCy=j+H@Ja2g=Eovz2)5mWU)TUyY~dM%j-fT9c!<6MiX;SKP) zT%yMMSN(|otA3P-Vtoit7<9$6$W<_~-i4znS(bL+J|EEFt8X%UdwYqAJnsy2_3@J- zO9C3$kJi4(21{@O^hpY>kZ#nn z&7<0#0grdc3Gxwb@kA>Mmq8U{{+;>8-V266-&OLLni+o=Z)+zC%?yz)SS?UqsAt zJ$DGV{*eehPp>6WR%18>)Ec96{>sN)1F`8qH;LZ^qFG zKia!rznsEsFuwSSYYri8I*0st8s^id@MQC2qjb8UsTiJ!k}(uE=whlkVcvPXbOE?3 zSZcJqtSl1t23|Mhfk-9J`tRLbR2sp^@x#W9UR$_#3| zIwJ|)g@sDTQ1jAmp=O?t%L%FAxA!c((6u#-X$1X^B0AbkM~@!O`q3x@BuTARf@5i> z6^wJ6{6*zSOvK5xnJT8jd1^M9rqe}iXjDdqg@sA%2g~Q?<5Ot05sgj)Zl~KHX6eJE_3$$O}cQ@MU?OsXjtS}G31bITwC+rd7%OC3A=nj}9CJ()g zAN;*-z!X2=F!Sw#0EYU)(Yf>XAo)1bbSUg{6bwr>(W+=yadU87+6eo-k@@}2s0&&e zu@M4Dp*+)h7Ski3T!)r_r_91xJBH{Ov zDB>R#jlV1>em1Q7#=VlPq9QR7x8?WU^O%XP!`fakGBtf-vCx?8(1os2q`&_TUMu9w zY{(v2B~!>-TSYc+x{jD_&pn6&nhHu@C!lg3D&6q_)DSG+f_Z(&g%&ZGT0Go%k?P#r-2f>`+c zqprAf>x#v$&e_JzhZix$f`$I{={gF8K4MeZN+-pPNAkc^puBeyX46Ctt9Q}G%Adj6P5E&z$jN4QCi{@mh1MAA-x)bkKI6%N+ax94@UtX@8ZQacQcul%?1JRwmj@$ zzPzr8J|FR@4q%S^C@D*+sHoIHB35RHcio1)P2~0>Hzp|dgZe%D8mKPmXnZ~3EjD7d zZ@GF^nw5&s`?FmZOc%eFZr-oZJYI(Fkxr&wi{`!KvkBfe8N%cW!QO zHB{2hx~P*~Fm*3QX* z7%S!TptXO47#l!03t7+;$ulrk+~X?sp!dj$lBio+}{>VTmzbQwU7GJ^1S6CdJhLKL5YRQA&r z+t=Cx7+^>+RC=Qmo2FCr1Q#_^?F$ z37_5j%W8F_nf)5aB_;_*`XO=TZGF@oee{`c!1zyi5GNqZa-TjOiRs2WYiQyVBSiNYb%w;X^X-~{ zoy+Cv8AKDEmfH~m&F}pZ_x>-p zr(nd;XBZr`lA(nVx&ZUG%Zpx>!`ye-tkDvWjfQlsychO);=3@Qab0FbG7;gov(Jxa z&;SXBZiR3DeG`LszPs&fNzY;?L=rL0l$IS9x3v8&T%2b^^K&eE!jXiAo!0iB{JDn= zhwWS2By20KLgJEk#+Z{c0vc===|_L_?fkr5siA&#vV%JOK;xei9vJr&qSG!+&In9# zyQs$U^UEDqE?uG=W}ZMN!Tz-;TU83Iitr97NfU!Vp0SQ}wXsB&IUK+K9e}hToi{rMq(geMV0W|O^o`#3}ATzND2&fpk+`fGq!G$02KOJD<@o8vu)E|z< z=OFkR9p|*yWMpM8)GMmuP<+69E5LIksd}UecdHEGw~V_o6I4dsv)A-sY9*}mI)+Q5 zE!&|sdx9tVomvqh8i?riE0Ut|CiwDN@?F!HV(5m$h(ZqauU+WR%?&7C$4{Q5etXju z2oc{UL~}kUYejQo=-gvkcn5sDv7e{9vvxsx|IA?lUDRfNL;?9~Ec8qYD#y(p`ypU0 z%qE0Lr~&DX7RGNiHR3P=B}XOHgBU9uri@-UT3P#0=!6q!A7JI6;cmk9AufHeyi@_- zfl~#Ui$^f*!a&Z)`IGN2xu5#?+Kqq5XCKj>am~H{3s$gOxoobGXo$wQ^8o&6T#RNX zltaQvz8ME=D+$r&LWbIEAj2$2xE)|+kFB-0wJpQSI}3J~m6!8be?1#JcciPfbIBL> zov+xZ)7D=}h}oB0ZY0mmyD}pMtq!6+=1Fur!y+Q#6Ad6F8#G8h0l&yO)3D2v04SZs zxc-IoUUD4v^MH&5O22gw>51_CU}T863nO;+SJ$F126n$elOV=HIJLnBDB*sA($aj; zZ`~YK^*C_2cLt2igYYnKd;Q1~@keM|yD_H9#`dH?C?hAQD$}sm8bWm}Q>Pi%t8PQk zJ8ZlVuGk?)u+v&1IF)x||I5+5x(?&@EitGJHovCz;0mSy9idO)K)(QKGXqT~1rJ(8 zpH_)GBbKh!RJ^$YW&Q6&bzLOii}1L#$49O}#NAgI%=f|}+y(E2QIXAryU|9Z5@ZjP z=4C`r@V&8ub_zE=+74f^{D4!0P%Vsfe=C|t5vec(=6Ek}?*Zhu#_$HJ$~wA5*|)3Q z7LRrP`E-a27$__*skLulipq;Zp8|P80?=k}*#SmI!tsPVcKkI|+8Lywu#l3H%F}N^ zFC^Ww=eze3c%5NQC}ozVIvn5Of`>Ox56VshcN&>>dELkX5gSCZATIy-*`8QeBh>VyeecGdI)5XpQoboCs) zPZxWECM5}pe~=pQ!B9Sc1tUgt&!6}DELf+dtv!I_3%2?K-^2JSRn{5tmUW5)2LfP! zA~Yf_P2n)1-9aQKE|dT$?PV7}0nbS^?VrIrkyO89Fmdqk@Zdt3uf&XnFYHgou^qTG zgt#?>FQsa5Xz1nau@!VCVVR-_&p8MCm{neEEF*ZWH=1Yh7zHl$oj~3Fp0FR&R_l8= zHf%Gs*`^=}c4nE;;&l6>w>W+9z~(y`=p|edfTD32PkA9eAB-_J5NeyTRu00r0=-TO zumV;LWG+Hpdx0mJo|&m$ytROjM0kkMX^T#|f;BMn3#yoL|l|&q?qu8!5Ksh3=!@q!h?d4vn?zJ5xsc*`t|JLe(ZFN zxQEWG_db1s3rB87d)?sud;5+0-}@aZq~BZg>;rC6C1ntC;D#{D z1pmM%3@adLw~L4r97wBe%oHcuL|A|?{Rs$omY8if4Ce0cWLdx2h{m@5&jyU{O%r8&)kBCRVKZK zkufBq-AXLP=cY@6N8vis{7yZzyd-ek@0!lvigV~{G=d~cgz!=?2GbBHg4Y9aJZp*8JR!;}BclaH?W_3zy=(q)zC z`JaC=-P_SY3u9cD1{?8oetgHX9rhD{BYsUHG@j!q@fQ}{aX^!A^5?bmwO1@4`O=TP|6gzZ@58X4WBK1NJ&dHw|L4D+_y2rd^?xtg`j6N7|8GOY8Tfy@%5f-y zxU~VS7yqB1>hEuA`*#=qF6N7W{zi?T2GOt& zaE441*i!45`)PH4vPX4r9^)|?+1V=6{ovt&wKc26O?#NpMD(48w&O|MGK8@Nzx($; z=khE|U%Et$H5|uqFYd&60XrBvEcY-_cb|r%tc{RHQC=Dz2~!dmCS1#BN?v9kmw(9_ z2wiL^jLNX%Ux!u5&(BX@S_Hx&Px`A@N71A@r4x+WSl-%71A8Shztiv8gzJUK1qRS% ziOar-8{mLlKj7veIQ4Kj8aLtp1L^t(Xha{87KE{C$RJH=nu59c`NWkNfQan6#iCNd z2Lr+O#zL)JT}9y+^uj+MdV3k+2gT)b=ONX79USxogZKulbh!oTMl+?~wajZrzU4oJ zb$XV%2O}m#cb*tt2I424HzkFOz%u|4=QzXg($dnTFp_VB|A4qE5^xgbE(upxB+5kH zLznYWM}?C&>>8*<037GQuh_BIkhzFqSlN z7DY!#f1W%4eS;RaPnN-ra;lHkHgoM|G7|J$cPEepeL}sAfuUi7D&wa&7-L}sj~rTz zh8#5>ih}Q!D~fFLDg&}6*~Z!u6X8k6c=i^E{yu-l?Z0C98#syu4N`dj^i!!wo_lPp z3uo~uXHkNLqt|n1eQl*2cP`=KwL}{57vQ)GC}ig~w-d?G&yToY%8Q-gQ7UkZZaW(v zjNa=wd|Fuer*SEAtxfZS^?#%uOg!v6aKL=z_4pA{(HPC62;}BD@*O({EJQp!JYvTp ze*f377W*1j*m+bFclg+-kDWo8sjI5;MMM1Jp#5hlDXDFQq{O9^^sv%C^W8fGgUSFs zG*9cog(=&hQztFBza0D3!bT1iARB{8JQny3!laYq3TF^~nj{R5xD$ap;-|;P3KOp! zVq<0eO-W>0TAGyoJKQUQ)}bN9Az_OS862UTn0)7~J;BGP=du3#D8y*`A9yq!72Mzy z>v6P_F8Y*NxJpR};qqz`0NlNfQ&_lK@%ZV}2KcT&uu}QgEO)>LQG_A+LD%x~a&;J_ zPIU{27eHUk#6?}i^l9Ky1ay^?Sch=p>ZCDhA^0r|=bmRza=?n0*1!m)Z2+Gk=UiR& zVn`zPtg7}MS{L*QVI|=dFZ@BtY*&bDc>XWu-aD@6zyBY7XM~KbXo!4}hNhA>qB5f? zrI1q5-qJ8Cqp2m8B<-c4Jt*3WsI+%!FWTdGf8ujp*ExTmb34cF`d;6U>qEVJy`JOo zxUa|Cb4yT@>S$>dc8>v5Gpq+j5&$Ypx;Pe<4|4IIvJG?%48+!C{xhKf-_HAa@Z^;c zo5GflYM)p;Ud62<=hBC(zr#O054@IVN5FzB zWOm7S3iT4(9k97F5O*9yau4tyl$t>1mZJbFzyspdDq4qzP%2d@TP&aFHL5FHL&0VQHcH% z4cj9%l%wK?UF=X!|L))PYmTA40g*$tA&Kup@E^RXGT8j2D;3cFd?eAL|4W#Q^w0?k z(FoRQATpB9)vUc>z2!ze7Exbs>?ZF=7J<5DURc05|qm-P~`;bCoY47Fcvxr@I3$fOHuI7z87N&N|A(`1s~< z?&G54djxb3GCtye9u$~&XXcghxn%g(K_xehW1AS4b127^pcnA_d|oh+N-b zflPED1@sLhd;0Uvzpz&6T8=DrdPst(2)d#U<2AHC2gi@`+BdE)SABwWf&BML?wF z5BDg!ZT9mX+JCmx<1>q-$Vn7pH4&d&PorWtC`k_&GHi-cYN*g+qNrt>h8HBmOU)1H z0g`$#r%AsYKqI`UNw_^aK0ZnD@!1+&cY+BImu3$STecBWIZLsz-VxnQsv+(Xr3}Nf z!6Jg9vA>%cuD^MaY{0477Vkn@bc;~r;iwFSW1*b3(B(C4Fb9>x2fH(xy--g>^pEwL z7reA@xH#j9nb{zNjel&8ElA0Zwb+$R~zAd$J1(Dz(4g zNr4H9&#gM9I^V&8J0IepBqkw4UEf748(jV}BeypWF}xyl450~x4<9x*fncMEs~k@Y z_SEx@W2^|^zzcML;{WS?^chwyP#o=kzg_DB0*aj$!q~hhOYRqqbwlK?*nTv7{&STo zKn0IL?oh1nQ=NneLUib}0fE;sDfd{Dv!$ePf(X&c;%%6V+=$+j9}@L^^PT~7RxBK4 zMk^e_udHUv+)yYH06m=x@}O{~MqYf51^85MVgJ@&JpIZIZ^AhL2Bc1^XU?okdGqE9 zKy?ap~ z@mGeEuYt?z!bN-Baeh8NuMdUb6LFkTBM51H-O=qh9D2(XEx4hh$dR5Qv5xBY0H-6P zJxD9J=jt+2vw1G@2ny0EM4V~QlY7QXg(aG;Y=bx*Mk3hP&3Xj288PHWVZowvr^Wd} zYy;TPg*YO-U|r?6L&Xn89*dVOv0rjm0aAI1`w9((GXn1jAcv)JQ|!S3t#!osiYL(C z(?bmc5-F=M@rLPwFPI8t=O^&{SfR%vL zcp*+`%C%MTSK4y6$9xNvnLlddnPAw5Ne0srup%uO3l5vb&=k?bkrE^D0&YwkClm@6 z(|e=*g$N7P=WpJ;d521X&e=1VPs>@uM#6gZ$W_TT>(&t)b81-_XkJFz6EKIlLVM2) zT=y6?cL5!_8QYFa4gb3UgFfHIHJO6N2hRaj07_yp>Y|7v_B*n zNijW$9}#d5oSh5cvOognM)4&i0kRJYp=`gvSckR`)MrQDs+B9(6wRSNzyY?dO~zIi zKU;_5Hpza}tnvazEkUAbpv2F^PYq2o9ZBRwVuWsY-%Y?-58d6VDF`^PSc}qiW4}4RkeCJS%a)cHLrrc5c`;ajpT#;yEh)Ht1=hIs3JObna zL;eW$HNNuN_*y|!km%6}mU{uVuiOnX+Z#wV>o+$N$uLko2_4Z9bQ)Gm7q%~NOg*7 zf=}|aw+*v`av~J3FY&cV92P{+S8m>XLRbuZR`3A#8j|_TOXnS=IDD@`yaoPjA6Y_% zhTMnU8lV;b-Lb}B@)gx2)DDO~@+a`hA|N^otg+Znz3Hv?Bx^Ziq~XlvaM~F&?-+I+ z#MF#CZ(yc5n6fLy+yVOHFf%p7Z0RjHYcii6%~l{F$A>6D7k6!$-hcUWAxwzR+zU<8 z;&dmiQ@e_j1o~!<)>FR_x?o+1SmzK`RaN#+iFgl>#eq7mh@@Nh zq}-V?9d=Vy3c)K)Ml~1RtTS$u(%q%@Srxe<9P0`hHg0_Pq!V6!rOOBFJ|SVt*yi~0 z6)7nx3fWv#Z$N}Z-+98CEv<_T=+1F;^jzB|;2+|ihrU36qIA}Ix0Y*7!sS3JNoPZ) zLuaNCNu6O%ZcA&<^A(#I`EkOZ-W?xdB(|mxDRllGtcAP-91tN08Z;;lNpuYjeFDty z)3e9nz^QQgLx`d9ok5_Wia|5!-*SZ$2eoeAjJ2F@gM>iWJjmMG`VCAGdb#VJ==C2^ z7tv2qb5m-eTWlG}YGaQ}nV*4iKafV@>}mrKghH71t=h07YAQ=l3tf$RJ=8fWOb%eK z)aL^Z-k>RB$I4m$4t$)ok!JrtqB6R~stHSzaF@9*U zqW`+&@Dl71w+37n0u9m*^JA<0b&w8l&xAze6Z+GV84{F_Prbc;{d^g!pn9-doDUF0 z;my0t1|+BA+>(BeOwE!LA|CXsh>Z0X_&P=dAtlHJ<7)WWy-T;cpR|+F2o$s7_xF#v zp!C5MDiO9p2dCIr7W4nL;&gs6dI#Z0AjV29CgHn$zBnX5-0nn|Ba2hm^*xT+n zuRC!zUvX_mO++|df-JumgT94i1DhIs!G;ONdm(ALD4b2uNI>-sXF!~0{!X;%A92pF zn3#n!2SiUw3Q_Bxhfs+ecmUo|8y-dqDrRB0;ao)8(M}YYNAPUTTi*!3hT31ZE`b?! zGiC{`S#vir(J0L?0Hh57Mclf$vsa?2CDLuu(&3E3E&(&V79}u(#{_ZxCBY+fD_%i) z+=%)YlmzV~(CiwUKwutY(EDP_-^*q}J0qL69{xZSb7>Tqyvj!1PQ+%aC= z^yCl|V&d;%FLy$U4$iGkFOcy*sK8+(C=^=8p`mRfgfBuw$e%;gbQQ{8+0&;BVSGYI zNkt*PP~1**)%N%dI5WEQXqiO>0&9<51QIco4yj|q^tcJCjbgP$U>S&5r+MemDTL1j zn)f4!V3IFEqy-2TGd44mf~JaB{~H@3W)wST0nKb$nxCL0K2U`0fP*6dAbMnHC|0Eh zJlSy}q7ys@R1Nn(LJnDVgOr(OZ*>v}0V^vtDh?VG1l~&ykAQAw5f)~^t^W>y!bWJ7 zQM4Tv6%E5xLiDn*T12EZH8CHUF z<`6;}Lco&zHV3^Hx%v=bAB9c|LN;2|m3YAHL7l)#P@d8NRfGFzIa&f~@T#P~0;Jpt z-2!>8z_fs9(7@a3O3!ypFO$HdVEW&=DQn}V#hVGk+kFGKI(+TK(+W@O**>P&R1_HAFdAq%paGI@N@`SA){gbmoJ+O0p|N;->gKJX{W$+B0);$8 zcS0cIj8bf^JI%{Ad{fMPi>o-W?6Ad+kxh*Bhg|^iq<~EO)N0~(N6|sCcfCSLc8wq? zod|iaKF2yS?{D+T9yvu&h1~41D1VdI5Y=)}JV8W1Dso1_S36)x54`8j?wSlc`vsvYZng zkfp6Zy6Er*t3h9IvnM~I5t}4dMQM06S-Y_U$uQ-*ZyEU;()fZ`OJlT+*v!?+yc}$k zuw(|&Pvjg1m~g8hRZl$!eaPCLeUitPQ+hf&3ZRXsdSZnp5_!)B6kY^o`8|8a_Dqv# zFj|%Y3-0__51WFJCNCuoGaKILAa(8|1lzIZ$5*3`g?j5_&FSW*!Xo}-%e5q>LrTsJ zAS_Xhdvf)9@Z&eI4t1b=I5k0>teoISrY65*5w7UeE?&J}KH3K^PFJcckXqz;o#k(B zN=-}C0o2JcvH5l(@1a9}Og6`VaE+nx9rL>}wR*iPd!AAqT=el@4;FpLE28TsdECL{ z7m(P_2jfP9E6Qpj57fv(q7+d{a<||(TQT7+xovEzHEotySXeZ4>j0n9g_{c0| z7<45F{hmp&3&8tq`-QB6k`1_qw>4=1KI-j2&3iCfF$SfE)Z+SL;IA=mtuSD4+hbwb zl;hf}Yhp0d?sr8+&O{*T%cZ8=oz@5Sa@!2sSJYlxrEQ-Jn?+RL z22cJlUOiKOZoSuffTSO5GI4s>%cC5rs;%`yd@FD-v;xUcipS>ELNoCK|KxG=AV;<# z1c5J*z|S6(ANK0iicaYhCz9Yom?-#|C!yWDdi{79I~1gmhve0;U;>@uREmj|9cj0=_ZZfq9TTYrfnqoO+p!GC+E}@ci zVPZJ0fwB|0S4RgsQ{V1^nL5xJbv;k_OP=})gwnSN$RiU*U^rb7Z3hq3v~-(D>cIhR ztmuS&rYY~)ez~2K#Q)tL?d|0i%G<93nR?kYV1&+&bI%1%_L?$i9e_@tJqO^iN$$A9 zem*|0`o>1HZuZ8!h6ZF?_(!7Ztv+T1$Y_-;4vEs6EA)613?&>XAB+sC% zU;Yk6boe-{1hlUMwQjK@KlK+t4tu%$ z9e%tTWQ{$)z;9G?u;?NVJ%-WF_xiOPgh5Gki(e^!v|&ApH1!6cx4OYE_&&PCL0Tlz z9a@P9uT1{ilY`Ox@Xh^0fD=PD^hm+mWfm`*o0%zyq#6MD_V*`dFE)|`%bf_4Aq6OS zxWxc+*tVymFw(ERB#aVseX}|Y<-rrBds{<8f$)fo*We9^ssaIQE_cbz$Qll*rKpea8sd|zhQ7e;oUqM;8-oDx= zIj2ih#`l1#ym8FEitaKIfrptR4`(DlLztGaYWmpRW3ic~&g2(zDSqK`mqXY&I36Qr z%Y~{elHRM;pSb15v&!f@BR;{M_^Ql0=DMXu5>PKJIC%yYdxvjRcX(PiDJw;mz?|aL zcNf;p7?sR%gY^J`-Zoy;B&l#qPuK=N$GYKFJ5@eJb4cgvADH+Bcg(+T;*ACLb7Rig z^KLsWjGnf_f6!eRgXVd>nv~v*;(JTYfAuSIFJcvxs&PB)i9>11G4a%)QCat#?Mz?< z=4hM`@K@we%3$F9R)0(Z@K)#eg{ebv&wggMbG4dKC?i9xQWiw;4xI?^k(r0v>%WAO z5H$4{$Bd2woxi7+a4U6F=xk}LrzC=-wj)LCwI}O@PV~H5z3`XNcGQ6Cm!R$beMz8j z$rKX^Fq*;Q;iwV?#?lk6hmLi*y*Y>V!tC1yexeqy=|hK*(>-2{vM*Mtha`oz6mGT| zH`1eNuJE5iUi2_k62#06>7`1lFc+#M9Aa1sYIhnpxdf@Nu6zs~l-YuAN+ z6GW!m@{k|%9cYZMVGpn|GxwtO9mJ|XmA-&YPuG(0_U&73)Da3g6Id62O%%`dxL;Ouk_0KCS0`$3TGrm&Ga6R-@Uv7Lz}th^^4u-h(l#bQ z;VZbvaJaIWdN;TEJ5zA=oo5gNTV=3{ZTC1cBXo@?Y&?BYzTUSj+5eLl)SOcL?lxTP z<{UDE0}7U^kb9~mBzv*)%P@h9ke`!$FmGWFn3pF17h2};NF&VHaCCf3v6OJIirqB` zl`{-D9~n@g{da*cNS+5!p4pAUiLPQlp5=g}Cys8vprDE;Bwk{;Av9r&n3n5$2L1<} zDnD{K^CjV3i~hu8_8}MtON<-mar>?OXBT@>>}%n8`AwEoM^~HyRjQQXzShF=+LcM4a}lc$k)Y@>0KoT|E!IrFzOB|{32t)?0UHS9Ff z-xC5=9zRkLqs%iC6M2j_RDyUgalpBuZV*gTWEbpEi~5?>bgN+g)bI$t`IujMm2V5w zkG?h}`2&9*&N~KwIBc9xb>hHf1}#zyCMI(x@ZiS}AB-K4aS?r>?&9@kAyST`a^1nM z#^Kw6+L^>_qJ(fpzr$OU(G6ORVrr;X1SKI38;T<&%r5~>=xmEVO$~zAZY|S2X)lSfDs}9%GZXHtW-ZjfuqKwR zEe(;Bgj_ab1ZGGe+$%;qtxAHblzroRgMsjJxW!i4?BBO!wZR80Vj}BB^~G5+5~RvK+Ig`w=t;wO-Emu})=AO;N3Y8v z3_e799VxRuS&R$~x#6(pIJ+m`sG+g(=7pOk*b}QD*XT`1`P*?l!HpIMI)d`sRgdM5 zfUaHWGEjQH52giHL+2iive0QBU8e_3gCJzt9)KDn!4&{;-rSd*IU+HE zH?rY}J&ZXd=rIWEiRVthQQX#>T=Q`w4qwXA`NVjk=e;tKyOM85$Y!)^I6=tJERsSD zZ1f4(eG;&NSAPOl7idZ{Z(7UCKRu?Qn$AZVY{_MU?X1no3OS9S@Nq>^Q?B6S(;w7X z2X#Tl;cm?^mp^w|UnXX)xoqgQE`=}5&!m)fqk7`-FK<0xm9vIx1aNRuD>64O zsOQUTZY5{KqsT$+50UG z^~L@v$5b>CG_+w|zlNK^-Zf$7^okW%P~lwi)k3$3tx6(0fZ!ZOISj-a`XWkOap8lY zyxlzcyMAQRmV{V6*h$?#fIhEj{RFnD?!r4x(JD~{@U&O1#VV=!!D^%9g2*BpnR=;v z;Iz!<0!6OvzKkliQU8vFTF*D)~6^g$ZY3LIF7uf6`i0r zcA!gCkBo^Miim5>!0U}tOHZgyE_P+OkCKt#CFnPcL0)Wa*oITDsTF8d-RLJcXAjb9plTs9j~&nsgjKGiWUT5eI=4s#aj#8UelALy8{cA-)`AWC z8g+0v#pwcXvUgVcwu8TZe7T<;z_fMi3iQqvssTbx@Td8cahwzis6q${V{2{trR*hP zv8euiTV^x!;|C_)Lk35MkwB#a{d;ZN{VN&GDE z;NZ4GcHBLP5?&9KMZsG3w}aWb!LXAo3HUggtY*9vC?6LRuvhf!3ZLnk8K$SCbOzUT z%bfcBAfop!&YD+fHZh6US2~!1(r)&eKL4yG&h}S&qLJW3qZFezQ`&$TSWgZHNY8|b zTDi}Cg7bnzf}rO&q5XtI!WDarCaqae`_@n-nHAGn=?2K7!_68Z z&&AegLNYA-acV-Qp72Ht1c+!I#0wW9Cl%o_A!IVj9m@2VzCM63z!1O04)^mG9cQ|{ zZ2F5{1Ug!EwHr7qrXe9wj41t7r;9bZH~rP7-(%yKQAmgp=5Z7@pUHMu%9ECQroU%` z^)BdeaNdbZ4THCJ_c_PW9znjv7vw=B!h(u|%k4fk`%64YHiWGMg3kzbh0@T?GQ&!{ z%c!Yu?vN`h#IT=oqq}>0oPi;RqOCNxuz=|Net}ds2sKk9Chc^9ogLV=*k*%JBsrB$ zSH@Yo-{5T6M zt8{PWrej^Z3j8=#Hh|Im#*rJ-{`lkT^1w*duR#bjuobNZJCC!D441i(c1x8E1OzDE zbbkvJfbr>0yVva$qX#oc&8}v@dIq-LBdp%+%y;)?<94UT3iybQ4RZPA7#sZ#I%(iM zGT2*`dFvEj@AJJbaYkX=5SgnTFdoLnS44;j6!QIwOIXeY5KI%GepG9gZf4a(Kro%o z`!$oVKaw`8d>jw>_poW#Y6z3=;ie{s52y@0u@g8zGB)w>?`ojT55)}~qTZTr)-$>3 z)j(sPvpg=FVWC`yCHpl0$i5^rE}8^mr;y2fWTGxSJxK9d3-b-p-+Z({%pVTZZ#~fi zM&3*ba^tj%R4jmFfmy(@&-S=p?5WgkAQAXGD2_%DcUBDF8JOcAO`Vn!pAQ3ot2 zu89jirGghmvgg+kT%tqhO*x-+mm}WcddY{uAl`U?WA+`FcFS{;8r0?A@PP z!Yq67{zwEA>PFt{C7wG1VvZ;fA>!l5_s+0N-MSUm5GXrNyED0HJq=BVp(UDH_rM#< zvgliPzCGlMejZJa?q|nz^~DHxRwGrNU>9}FfDFlCdIb$Hp-V^NFWLxaig&kOIwL2i zVyz(SoeDn{=3ZLoBODHr&ryuaUN${u8Ji{Sk#aw4;m8)yVCpg)MfC7&uimw5mzRFj zwBH*Pm_>!cy(?xWoFk0JqD4kZXh*VPT?Eahp(l|!mgD`E=o}v%Usgn)=dk3Che!{d z8UmFOm&9hb(PClNVt52>$+(}bwYBc$7cnCZ^1c!iR0l`3tY<1PJ-BoNR1)KQ--L4j z>%W9bt$MEwNVUyf2|OA}q`I03h64BKW0di3<=&buagDNz^I+okyG;mCL(kC_u`LsF zO<>2F?m^C`;5>#8M`I`!@)uv4H_#pVWh3v}TJ$VYE&!z1$Mt(?*(`(P_d_@ikG&&G z+H=|f0!h*q zNb3^~pb^*LF({-!hCe_^=5YK1?mDwEpR_!vMOVOggB>7@1q`D} zc5{}*1Sk|y9`CuJJAk@@B*IPQ{{XxNxvRQcbx+St0f?xcs(ta< zLh9`Hk}6eZ7+}G|T$u28=!6h1_Ek?j&x{b4piSU;iF38-P_N{aE|6I)zB48HLjg?W z#KeW!nYVWR7EVd4?5xZb7~m8)$Y5g{7(Q!9HxM;g;R*X40v3I{AMG1Zd(t3c+VxOc z;lTA8Kr6%Rt1H@rpp1F-=95_gj^eG(GTR$y1;EL~fNlm$bGz>B3pf?5yeH88pdH>W z=wJtPgemPbG{=I^Sxj`Aao#J#91Ec6522Y?8rmAw)0(l-Wv_aI~lM^$aMmS}2r8kB@cA z;8Hl1INsdUL|nua$p-6&JVCCiiw$zBnc3OI7)7y94M@rB<~crSCsVO>mmiT0M7U0| zkE=tO26=26zl=N?d03DtI^MN(12oU`+OMClZwDV}ZDZ38Vygi64Ux$F7RS?dFcvQ5 zwzRY~>E4Fgzei+Gxz%cLlOf7s%6s?i3k6-AVcJdOxNFZi*yBUR5ts2ai@~C0j%1w^ zGJ&rd;qlJ{8?*p_WJ${aDR*1Q>L;D8;zm1nC&&7YnZgM)uRVMA_x$CNQ z^C6Or?c7i8h?0{1fDt5;Q&Xt7gJP*12hCTq3fb^IlyxrL%;_iC_=G<9yDO-uwiU zsWrhXB5oxH%|C0ctJEXUQ<#I~3S5M@Up~#t1BhI2+{;7wehr*t>s!7$isPkv@no-;H~}-64N44Nhdk z<11&P(^H9o0aG2H4y;2;EE_W0)MLd=Cj_74%qe|KPaGN#gRnUHC`c!QIR*R(W8|-? zsov_@+1YVF2V^Kg4`N~yf(_M~gU*AeqOQ)La|Guy$5%KFV&fXoHDz>@(PF5jPEA}w z@w>eaX*wsv<(<0mqj&ld4XU053E2T?q@A05S|@-)Mx-@NBOB;bkg&q;W^k}8I|1JD zLzhLI2SNy^;HKvRk*9>LlX9ZE+1`sfxM>{vX^wbJ;2oTrc{#@x9z-?L3IO%p&mFR~ zFyg=%xfWLVYOKxZI8B(OR!n5rFNiQfAxi!)koW4nwj>jTHgboc7hK)5N7FB2X&W%P zWb$QSiz1a+T2Be1a)tagq0k^1J_6@B9d;tLwUU3v~)0x+$!dKv&!RWe5arh8Id0m?(tm-Hk65-U$HJm?R1L#_PS zZ@X4QNMLHH!DW&-(v*=@Al#34&ggH2Gp-hwZ!>2cakuaxN+7`w}KD4vj{FN{ZSr%wuI?Yk1RY0{*bp?LfK_HAdhsS$Y zSPWSKj)$Rqdp-`@dnUw!#%?hF9IB}8R-a!UZEA%(@!r_SCaVwgyV!232IRkm?Uf_| z#ma}%_%EVc;26k)RF4}%ckOzhU=|uOMT;XruLhshp1?R9eimEEPzE5w!6ulA>Or{w z2#Km80VNU!eIIW>4C{H!2^pCb*oaK~kofT(DGSz(DlI6wFM>E?ppcx^-~lFtJV7H| z0(tXFfB363+cWgOzX>f19LM*eDL#z{W)rLlfbk;!iLO=%PshIw*B_ZC1+4p7^*G|^ zqKs2ou}pK3pjG&`w>)9PdZbfs&S^O~*-4L~aTyJraxLidGNuWQPMETf;2mhK43@tG ztGRMQ#H3?|RSu@&9D+7De69uMz;|qdnmB_>5#&`N>#e)?YhmGi2r6W|?Vp3ZLFRno zWO{9y)ctuWH7HBoTXvHbYIn#io6~lB28kBPGW*co*V$Q!ZML%0etz2PY=}hgcJ9ev z>;rtSs)WCN{pwu~bX5FO_z-$4e`Vc}Z)sA6Sjm}|gq;?Pz_#*XwjtyRt!lRigElkc zA7KF-=Zrfew9@U1STbo1so>N|nydPAJYbr|$pEtb7cnf9C`I3Q$1Jv%^aDO6yfGkb zy92_)s=NrXq(Md;t$*VA8-X~=ILtM`V2C~O@KCuljQte=7Kq3X8btJoGK;2H(!gG- z$bMe#MSTL5y}6Ff)NpW=#kb?|g{iE9gcM0#;Yzb;#@T|>VGFd%74hhr{8JV;KD&zx zYWLnJc<%+ZwcD`XfTcHQ(IN2|fx09doTN)&YwrQj305P+YGfxFD)GrkUtgaFaKihX z8x_y)BE>=rA0Jwy57=^ikW7=_H-BN032XxCIPSV7RC{Wnb{Z$=6kp=#>dBg{rU(9U?VfL8-9wHkR}otKIX5xqw~Pv zTd%;=764T+$jLq}F_41{o&N1#WM^Lkg$)eK`-p!LV4GpU@qgZfkxha~-PZ=ujm)?$ zDURT-NSOw+&pnu*@kpIun{5MZOVrgQbOoFyO;0Dd3E~mJ_PDReaRT3k3>ij|`W_Ds z*T+W;cOcjssyTvs%uCmk1pcNsNkBM`5n0W-n@A?Ys4q{`|QkK&25@Q7i#6LWF2j+ul*B=iOm|RRNgFM?e}|BeqZ+(Y(FFftQm*vO9N( zS#JbahmwgT-@serL>!73RE9VI0k89_fq@&aWj*oK1Xi@9PC(dox7NX90EA|9?uKie z@XHfdDyqOv(gPt82HZFwhANN=EcjN$q(Z1J_!V)cv9H^1s1q@l--J7m%yBDnXMREq znBd|_@GJpUKxwoQFywPHntWuVN9|BT&1<@=)C&=h3 zTzY0>_wU`?nm`)>i7Cl`$0puPMnI!hCE|T8t^2_8NfHlvC00XV4vzxNG0Iw_MQqpz zvk61>OU6`_E*@uZj`i3wqJVAKjqCTY_2|pCvHc@3!G6G5M}{iF08#+mCJwP90A0LL z#e+UFF0@#F1OVn%=N0~SkjSEwUXCArrPeyEha%KApYcD!LqkOYoZv!`FMPG%))0@K zT$Rq7j-n?qhQ^LW(L&xvxLja1=U*P7B0oP+6EyMnu$IxsV;`CjxpW^p*ofoNr*RXJ zFOEq(n=z0j3PaXWJGwxCQUD7GXxBpE*`D~6_{N=Bf2SH*-+A<1PBUuV02l?89-)Vc zLKy%n73wG$5%wV37#pbwxEhOh=_tr=&aSI*b&+6(JMdM&dqg&*8N@2hqP91cYFM>m z#gAM$l#g4XHzolh^jd_!As#rD7ez&|nSupa4ZP&IqT*IEJO)3&E5hO6#o$xBpia3nKfMVY$w$C(_*j@f9(u^gf?g}b zyl*qs;|g3Kgf0N1avYtJ*Pq~<9pbmQLW#6;v~!l&lrzsB(<+HG5`iFk`^D|Hy7))klYzF@jmXUw+V=BMS!4 z*&-^5cZQu4Rd0BW;&!}5LhwS@4;-!)qpU84Efr$3?aR>Y{(Gbk&?oS$B>jeKGY-$K zEsKg%e6SH<@8+aereJv7Eign)KezNtfR^8MM?rRQ6C=GAYVCUfR?ceM!MIH(%2h{i zh2EwoW1fjcRgx$HNdcUpQ7?S#J}WX;3Lph9gY#E_TML9C#{_1XZ#jMHR7dUEdL{+j zd1O?fwg%4m8xX6~7+qPrN$UaiOuH7)hu0RfxMocIfJ8;T*~MV`fcmV*7&c%sj;Vfi zAtj=RgbR|+c}{uC#Mt->IUshdIiZ0@u)v(RUjj<>trarF(1AhQY_3haNi4=yh?dW* zwqT9YwG39wnwXnk$DLG{q4C^PvL|&07Pi$r`*#)7OY4^WgskEadTAZFIlj!I>q-K` zzGg#u0{hI>S4wucr6Mf_w%9<;e3f`yCd?73wPVwM@A>m>{Su&JFI^V(DNWeK*k2nT zYspNU4kWVBQz!aZoi_ zYV;ICs5#V}tQFFYVdH(F#6?75w zBIazsv5j#^LTX@YlnIj{u^p15n2g}Wra~HtK(@+u%6UX2z?8Lx%*(UC zL3>2pQ^Yop3;gmB(|vrOBJ|T_YAaNGTL^asz2td>M3CEt5FAh(jDj}Xp~`bM;Q8}{ z%HgFXtJW_UeARXpJ9tZPUcGv^&x(CMj{mUGM7dSp7OZSE<&+(}c-Oaw7WG&-2H0LvcI5u9z$4(<-QVeNJcd_(Gf@XQWuKuZK={P1hOEyc=n|lYd9d@&=uz>x!4%?LSFo2MA$n*mPV&cWHHWMHs~L_@8N6s3 z;4ZjgQ{iC5lc{{~rQ-q20S{dfPXwltQ?!!vZ^(xNnW!D}&k5zqx!Hllo9HI-0s=_6 zO>|A*Dzjj*fsRoL*?hk23exyu%5dF$0~azgJ^fnL3Lg7ZND*>>)v7%gwMsz1%WKpg zkaphWIRDZS2@yZvEvNnQX#b1zsIq>2mZI(cK9Qq<6Tloo*|P!sCnT5VQ{WDX!$vAY z7YG7L1r*}1@p2wcUS8f$HX8Ob+Tyc6!e)Pdm3s@__+?-spdV^;r&?mcl?{B{uBiyT z0@dk(Ua_R?huDK;dI9V`1Cb&2)jaw0ukiN!aW`a{bUFjhe@%p5kXq`a?ZNb5{P2&j z4+Ify1OCNN1d-^27@=9a_V-)q?TrNG9|ajgKW?;$kt>PN3ZS5fLM_*i$++K8B3fVs zJbBf4i^}AO#7B>0Sc1kO5qzK?D#nIf+jJDiktmu5a2Ro1eDm^@4_hdnQ7mBh{-(?n zXq-}h<(8b(yffxRT=gj4`>~3%U^U#Usxb#K%Co*+3=fOkWj}osRbvfMq_-$~oLpSW zo0~7Aup>W>#+|Vf*)?&)Kg&21qrk2_7qN&TW0MFw599?oDl{}S)rGW@abW6W@CQ_9 zcXp-X$=t+6h#>{!e~!S_dU0|1iL0w3DqKZuzh)G)w|{<-seuR{X1vCB6NpN5(UZ^i z$0m|@Pt4X?c5`XnH<}>=vOub&f>|vhtf930{W(#ZlamI=uUGvoWz5$h-Z1#tqM-4$ z>@7JvB8R$d7T!0m0ia&xKX(8O?uSzxvRJOtj98IurMs|=zP$0mMj8$X6=Z-D}JTi60dww_gTr$!7prwg|TJcB`;#laI&zl6c)qX+E=IPP=lW^ z6~vuEbCwd`@>e|PuFlRdtn*mBs~FAvJaiplo}Qj(KHexND-7T8CW`xp9Geuf)!=u7 zv9Sz~9Q3maP83uUoDkcn0sYgftjn{r6@-Y7C=t*c{>1wDfv5ZU$rA-^6I=(v;y*u2 z={KZClT9{!CjcSIyDf&B>c@@bpQ177{A|{hiXDa_gJ+(S`tpp5d+AA=1#w1-V@|>K zL!zPf2Pyykb%Zq|Q{=zDrBED2y*~f%?@gIEGyc!-k0eOJs`1}nB^I)}|NR|>lDT2c z`v3VoOWp2Js{i?Ym&jg$|M{(>y2}H^(EaC^=YZ$`kH2|mdq0KJB>{bpBB~B@pdmk9 z#pOSb!!r^$*hx&77@wR}HaAa=Eu})_H>dgQ7fsed^cb&|O zRdJ!}QdQKYT-hfa`X2FxICL#7VAA{h%jOi|TKv^6l;-{C9mU-6%#_LIC&UtpJuE`A z|H~i8QMPs4HtCy2EP+kx%>RBF^8eoj|9|?r#PDexv(+%X96g(_k55+B;SJd~N4ZYQp{*1Q_QsGY#c>VEwIHz$q30Ifse=jYqh9RYk3nf{W%|rw~ z-GP(qP|+g5=bQLcQ)fflzhAv%RYt+;cUQ@uC`Z|tHIg@nv!b)$A%(>jacaaU&<8%# z@3k{BI{&-TjF(+HM=^c~J%nNn11?c8K`asDn=#D-0~ zcJZXt-%{m4rqjXId zvnf3%{$F1pEVN|Q0p210gQTw?{l@=3Eegej92br|2yb{g`6M7&b>-vwEKdBA9e5P~0|6dp_6$_d@JUXGezskbZ*XlPU(+XIFdsZme{Y zg)b+$klJF?%M6O(tWJus6yLw=l+q=*GXW2(?KVW~HP9p_pt7!SazN{jME8?G+yW&Q zek$bttUf(Em{Nt^rYD$&hEpH3hy6_V_LJ2}g!ly^$PG3!&qd7-r7}CX;J{88$zx%P z{eiMlxvCTYErQw~_wH-_bOV7#c|hr$_{|rah;^_Zs!8{q;`(n#P^FTMfw*p>3Frg0 zR|oTL4F*|lKaPlwKfgRv$WmiNZ=%G1ADLh18x>I@2Ap9HMnEoV100=x*tsg2cHyMz zfuSQ^xOFX0&Xtq8P)@o_%#TV1meR75*)r(!-o&AIY3<1%R#u2#qSKmfM{+qpQ-Pzl z0IH4wq_X@R5}2fQ48@NU*ov=9(ud!Lc}Q@;s|V0t9YBodUg&pY&^jL~o|~S&=*I)$ z1Ud=MfBq>*9zscQ0Vqs2N+|gGP&RQ22z-+dK%^D>s*wNOdXB&EFwecDKnA>~fZ#Gk zxQ4)dM>arxY-2ZGx*v4qy$YQa`|0*oc2mt(wVj1g1Vc$VndDL^z zDJKA#xRmw@0gjk;C411h=?b2}mjuL5HBS-K-#>dCYK7YqrQo;id+1m%8sSb3X zfjc}Zj^Vf8fvqz~FPUwIIpLQeet)_bn@)V9;-In?#GVo8k5p?V=LQerwU!MBA#^PX z2B({7)Iql zTza~KIuPXhb;ED@)}Zmwr^C6qxxYG|@LZ~OSe&_W+QOx&tg*2%8Im>o?b3g5#SB^9 zD8=*y0izc_o}QE6AFR+)Z_X+*!A(qxHAh9@Myc0JH@oc+mPcDAk7lC=GpJC6HjR_O z80|Zz+AGyGtlL+XkCSzAC@{W=6gt?G>2ZxWg_3U8ahIE-UgfIURb8EBakJc1QPBrE zm5JsaCgIpis(v9TrjbJN(dop^nETADZiZ3d>$Zb9a+n+hbHq)neMoC+peKjqp)#soRSm&<%46W@C;eRkkmBW zp+5rJn2sfX^U-x^;NBc)jICrj35|040bqS%Qc0M|_yZ?NQk-VCC6`oj<|(v$f*7Ng znYl1Gc?VX7vq6V10Pq2p5v~ZMgd4M{GN?{&*R6k^o$;GdW4-tH20tZTxoh5jPpgB9 z(nUk6Y5`=EU>wNTWKgJPgxCi!Rfm3ZD-#nZ>H?eBXXIt&%F?z-F8uVyBG*@K#aN$3 z#7~@*2iyJ)ilpp`*Jpw-5dc@++O2F?%-oy$(U#SrY5mn?Ruv8MU3m`vlqhI)VgRYn zc6rOGZ`}R&G+!QZ)_XBJ^||(%HAP}rThv%vo>hpW*S+*u5|Z)!B|W?navtD@?^;p14~%|N8{ONyt`$z{%*n`h$x!`X(=o!EGRC&+m_h0ELTw=oJw-;?pyYqfQU>S%8QP zE<+{67M-ld3Hh_pD8DazBriq%A=r`}c*cBsc6f-5Kh(AX$HO2pf`@mY9K{7eXKLti zij|v6Z>9sS6%Q6ELbUSJP;2_dl=`6IX;;XUJvDCk?OPZvr1dkvR*P^|c?e^0b}x+rs}Z69-UN9FE|qv*fU#JR~;4pC-mYRH>zY<1G{C!4?UG1yPM zvw*5jKSfVh1MR4}#|Tc_J9c*aPNLGQ1vU6}M?QF8MJ_J zoaZ#H_+C0L4ne(ta_16KO~cK9#Y|kIqP%{DlD?!D@eW3+NWY3}aagho?1Vk?H@;%? zUXlwtJ1vM)+lh>WU<1n4+&PljyEAvZjMMK|V&3d2Y=~sxNw8%E2Eo4BdlL2m%=%3H zl!Tg02_Bw(q*rA;Z2Yo2!-u3sK(zS-*BE|~@N+(x2AK$s|5?v8pg3r;ZqK4D_Vqlc znGf+MiZ;ebV5vu@9##-Ja_HY&#_|pZIV{z52M(Cm0(`|YvuU84i0^HSH12H z@sBv?yMg)Xtvfo;_EhNf)pB)mQjYv7TbSf(D#ir1C+j!okaXo>u&)Coo9gK6*{uQU;jQTayNH!;R@_=-BkJ zZ$<7*zuDWjv^cVq3Lpud4k=Pxqp>6)CG;v6xu>%;GxY$UaHwaz`6P@njDi@anLE=H z_|(;JGki2(PV?lxM(g(jB}+q+mJ5>6UZGHn26+i!?PAs=W^&VDicBafh05Im9SjhhG@0p}Ii zJ*}c)^HGQMZ)wR=Cu-NAyYNQOTdT*+%HNq*X!AxG%rwHC@|O{j6p>`s&L|wnG^b z1}tIa%9YyFhCfl;qNr;~)_{`#v@NA82rUc=a#NL91TajqVS_T@h@G~Be8G@Xei|bm z9Q>I84#{#G==Q^bX5RR5hlE(HTlcNTVQ~+c6cmi0+?th(KQZ)tpf556`YM-d=7GMx zXj0vggU+1@8K7u-%O1RRSbX%|a+ImwP_r7${Fbw#QPee?2YUYv>^iE{=HZ}H$@^%T z@a(uhO|(WsMF&#xLc|tTPn(>gKP&REXZr9h=gI$pF;1pdR&{8RBEjO9wmu4|0;$)4fu^|QBEW>BC|3K8gd^(0 zWtaU$vIoCjyL-2efMX@AlTy$_YL%95k}5zbroMuW>u>SfQSgsIGb`MVdqH zklEPYeJ5qy>1&vt?sB0O<>vcvoqsd)(?-Q_(OP>|)pPaZc8Ncq5$06!OEUs52(9*gj(+?KQ3tzEM`!xCXL|%MH16t%vBcEl&y=9@a5D$)S8^eA2Hnq-qvc>zgcf zC<~0&0T;RmTtt}Y3gGMxf>?z0Bo@0DY#57p zC%2SV@$^<2oj!K&i{T2&I2El5o_2;P$o7+X0V)`>h6b7NBx;j(qwiN?1zBA+|NV)s zOTm01mv;T<Hqb@HH&EZ3#iEiVE%wys$tt?kmB z9jxZ`>LTBs;jZsUzbkZEGEhJiT&;sLgWwJKFRzwUhD}q0uo(Qd7(e)XP%1Z)-K=+= zc8|xOH&efPCwH@zW`p>%wVzV_lJt+o zn0*<8_6IT7jwn%j|6pqGG9%8Gx2$CAYpt$sdbEZz;~my=ntFpzmWB5nyCKQ>dDla0 z1L(G~{u<(pSG(bGroBMApwO(UK5t`)f6V#U#jTq9HD%VaMNIJ5^_lXHhK`ZKBB;@c$Lq$x+4+dWylS+^w z+YI00&#$hnDfJm8ovZiDF;1AYFDtRpNin%v+ZgCzW*i^IR$5+eGO~}stL5wt+ez70 zhmaW?s}VmO$G_4hhr&bb`TZuOPVDhM$)QroSIXX9J~6w3MYH7CCziioonbT6z_V=L zaEH^UmzOZKw^x5pDr)Y0@uKL&WjQ%5yTOZElAd2TZ+?x_@vpCabk$$&ejDxM z&&`-`y2FZFuFAo`x5A_%$o={L$e;bb**#Q_>hAxN8!VC5woLm%ncp`zKcjWjI&oZ9 z+?FwXSjJsoIOtrSb1hu?u0Oym{EyvY=C_34t`Q?eK6>#>4Oum^ z#@|y*|NNM?XBB-qD}95+ytdG}nZ_Ug#2skv!cL%pW8b8{or4R7l`_NW5pIj1NvK4wyJ$6Yxq^;>-4 z*zKoE9%9$#cTlnHBCGQEFHi3sN}FeK*-YpZSFC&&mFoHBy0g!}JwHD;Ymw|d2EJo4 z7o<2;<@;MMKNmi@aGm<3i1CsB?_cP?QAs z?xVMt?E1!v!vlqes&;K;QHuUYDe8)P29Nw+3$;h0`}PZTr9YP5vLB?J_QJHdt!pbg zrDWBAm(=UUh487CgWS~G#lD>K_o?Oc?W<*WG1%2msqhB6WryVEPFU8!Zp|N3;W=2c zsdGBhjG1B6FzbG~Q){;~(ji>f*RZv+<<9>h?XAPAOxt(iWsf@Qj15vMh#-gpB1oCY zB9&4~MrkCZL>d!=T(p!5h_up;W6&W;r%FjnH|+Cf=6(0?*x$GR+8%SvJM+$=to1y1 zT-RCGbcb0gU2&!TlLUcvrlt}KXDn{q$Y6J=~GbP?d9bc$%(jiTDFyUx>-Q1inW6S#p@Zkhku@7F|{Nr zicxpYs`EpAMn}&u)A!7r2d>iEMN<3s7q->s=NC43{h@7tCo}F~dC32P4w&yEJICQ< zfq!N{#u(*H)T`IbO{z-k9oAICo$#FR;wk5A{VgZwN7&l3brWUpHgU-Y-B9wAJQDQM zM7{6J{&`&dqjr}w-B7N_6+U0@-FJWRfJxL%$EW=1Q<_>@ z>3q^Tir3cvP#G>E{%tiiHrWnMnUtE`EUO<6I(ya)@BH(+hEm>$ScKBzXy@`&mb?sq zJ@x`Q^=+Du$prf^#&Qr8!M38!Kjg+UzA$aOjoal#{jxY$t=mk$Cz@U67;Vjm4{kb- z!bIJ>)^pg8u&vZM{-dLNj!K#|OY-C!q(;8oGoET#Lt|5TvR(Drk*KA`l-t*r<*3xA z@Q45D7FYC%^gm}+b&L&&+)fAMK3~b)r zSRffp_xYK$&mpRAspOe6g%PLk4ps&4z%?L1w|RGDXgPLzYl*n|EAw|JcuGoo_wHdg zY0*pdx|$&utA28E?OnArH>oY@nOStZHa!8XerxrY)CC1h&va+P!B^3uu4+2;a& z&-srZmFcjQFVvRhh~9qkz(G`dswsn>qZ7XE_VV<{59rg@C66~-Mtd;2cm2j3K3L_a z?y#I!n-(|ZxIF7Q@%M&G_YH>sv+SZMbgqs02u-3`>U^boBXX^^TQS5`9t7NR4L1?DC-kQtA7+E$YAphGh{iXPxPzeb^$r{Zp;ke%VI%@}xGE zlwH1z@?N^Luqm96zjnsPf6q=1+Nr<4qfh?+(XvM)i(80|U9ev$OmyCC-6JjM6HXhx zTJ*S~0iK#RYdPe&G+RLZeY!1RcBaPS`@QP1>y-?BT_tXL0gWlPDdsY2Bgd6v_a<%L zCO#NAGgKmF@l@2hU$V@fu1;xqH?z~>yh;BdN7Oow^QTTSHC{No=G$J>bZ^h%)Q&7% zS;@&mKJvy|@gaOgnZItvrKWOMSJ(WkmhhbXbbh|`nv?3>SefxdHwP|}*34he>q9&G zMt>bUx)nN{RBc!5dmk!-gTluj?uj(Ze^(%Ws(IFL8$*=D7Q>PD)FOwepixIz)!CQl zpG-)X_gYyPLUX7uR&e?ZK_IQ-Z?(rN-kpsVQRKXW7VS^~QXwBVo$a)6fy)z6EFM5f)0l5h`U-V+Z!fgnL5 z$v;qHMoD4rV*KRE@nQOcak-ACyP^t~c#n$d)aN@&IFF0k$4|FedR|_ir&AJtezPPF z*n<~O>4lwhb;}?20F07)$GlnF!BH_|UGWjM3;~*W&GtW7G_z=S!LF`5_Zs9RTnOTo z*cF&<&FB+Cs}^1it@v}Jpz7pcO3lJ-rFc>VgWzAR_whI9^1Nw!?!#errH0p|Xw{rM zy}cCzjuw7i@O5yA+_EpSh{;lRL8yDmB;x7kLihUlr@K#VFX6m$+wQ6)$p81plYbSk z;fuHlBP)~$mC!ovb?b!~;%#zM^tA)ePfzY%K2$)_5uWeXnq8JDXe5s#P_korR1o zO}lpLv~oLQsfitmEA^$?I~&Ja^WN9d_#|#wI42~maQ5D1y4PkM&LiLCXY1N6#u{8G z5z2Q(^-`*P_UG9Sa`R~XY}I-6?VGc@WM=;X=i6+Dq{5wya<{eRn>cHDGSzgINW2P( z^X1h2G+QZbc;)3`jjL+;8g`?fosaAZl#%#Q(&k^zLcMma##5Z0`^2zuh569)+E~9) zn-6WZMr%&zV+~W@Uk8L03Ee(Ci?XMj7BUYUH~{oJ4(co*WGgTc0JS7!hH|j5ys!J- zzA|YF$N`lG@p%+Dm4Hw0z?_JVe%kTW!{c_zEV+OKa;&B4#oO&*;Ht5#(ls-+vFWS3 z66L`d_4oZKHt9(AaQ@OuYgBawq@(48^b&p88SRf(sNDDxnm_YlCc`@<6Bx3RNv2Ok zv(aFaw#F@4$zwG7%Fy}gKX>cpF)^FjC%$-*TD5Dp|D+(}_h7Rc(`j#i{jlTB>l?KN zq~*m!)3QRphuOP*diYw_{o?GHZI1OBgEzG~8L74@i^nfKlLFFdJ=CB2mKTjH=h4Q_ zJ`UM%Q`S&7dfik*!;W^m+%N(LXKO3mUnaA4p&;he>VC0Q{^)eHN(El!^< zsU=CQO4=Dc)GFMyWe*G=+yOvrfI-FFdB! za8q8s?+N=-!iP&Kuf17)TB4NmSZtR=gd|pL;EuL^e!@qu{Fqu$7ouCMd802pn^@Lt z+rp{BzqH<<=2LcaVSR#xw1<%8*zN6GT^u}D9vP;6sz7V@6=Ew^Di)m*CIw7@5+PUy zlm#^)DXfvuY|{Al3~)XL4C;g*@dfmOMi7@KI<7804$`U_R&CZ8V1{#5&P$y?9%H>x z*q^zlX@>3>Z2YM@Y(ST{+4>8MVT(Yg+?0R`1M`NlM~znv7wr!Isn^8Y_v1oQ_{TO) z;6-*zv#C3F<>oOu54!~lUT)57$=0x!P)amzT@0l&H7&H{xqQ~H%e$OW{e??yE^d!M zmL0bGutx@b@d`egdQ|m>#@?e>ztnl_$lS@~H+gRU_gpQOv12wZ# zy(PzgJd^l96BQG~u`JC~5R&6`NY#&-Mn|iQ(^q=^b}|Ew90ke8-d(FGwmWg`-g1Sj zISxx?lT=b|cqBkZ%mKX$E#>XAI$2dQdRV7hiX*yZjXw_(RF*#N5V8-8ADa%Sk3T*vStX-zuDi6*{PWXp4PzU- z!Q&vPoEst{+`AqLx2Q$NFL>>sa;kb?;pETE*_ZUp_WKQ|^AGrS9*^2N>9_cPI^Q>A z-nn|peuQpM&NfEcQLS`wt)b?c)~v#j+fK>O1ry=Rd#lLegtx0sqC+ae1xY&&?JyPidZy=d>P6;ZFv_0YqAA1 zOxtLz1na<_lbRO9{JkvbPofUNr&n3k6Thq zOcKFQp6t+c9!>e{4C2u`uU8GV6t3(4a;Ydxc=n!iY0{K`)WnWVnL|h`oalX*v0S>V zD3!{gC1%FT_u!G9$VT@4XXc{qUds*-*W`?33shGsSBCkirSos!Hc)?J`=inT8*8N| zKD$)!+Fxxp_49L6ex?2uc^ma8UXQHk`&XS_I*tb;UFU)|6a!3sQ_9!yW4ic;(%a8F zk(ngq;G#`HhNFKtXnzzY$)w3eC+R|AMwBar(SXhqL{SD&TLB<3B=g^aO15dAJ9iGC zBvcMuC5JGB;S15);s!uQY8=AmjoNdwFnc-dWgzD6O#-owMRYLHPQwSI1lb=E@Q~O$ z7}=f|!3t`KlMm@1UIZ7Pou4m*4->%nWvDy(G1{F-is+txR+S48e2D=&KfNz9VJg^X z!k`e@DAWzlA!yld;_%lOB%DD30|c}(*#yQO|8Un59R=i>?P6fyQhd5?6S%5SBbhO> z1&V$2D*1=K^1lLOx3v`#XQI+08t-Ano5K-XKJSp1+^|(pluPic#PFjk1AE%wuV2SX z+j`e6Efq30>sLu>7twb&`S<{mbf0{u?Y?N+CuhpT6Vc{+(2eotf+@-=1=^^j3_lZa zux`(pI|rW}I9hq>m=^Cx_kGKU_<$^pj~2P_=C=(hVXX+f z&T7!wH)Yb9ChlIPxQZo%H>koks(lAV9}JBfa$0sGTGcXL%;6mZ>LozarN?7>lnS)F zLc4BwWb#qZ(110^bDq$#YHdrzh2ETH8O>@4vm#N;p6e9{u>`K>4HD5>7(3zUfl{bZ z<~7m<(ljo?H0Mib5D={WIFbZ<2|LISW+$f?$;+M))I^V`mwsNtlueY;++Ppgp8E^7 zrfcAU((H3tp%g>GFJ22xLRe4c1V2^>oPab|jAxL7l0N8EyRpCkw7_4HTkq>t*v5f{ zf!0)7VR3jGgB0M~lCxZbj^{8xKY!hTgxb5z=C*%OWcF;dQkSfHWcr76OZV!&-@Nmd ztVV}3&laYT+jMr@w)LeoxG8imR0P|6Dw0-Dmy`~WD)XnRXGj@3N|^t8p_G?BIfYWJ z%PHq}A!B~}@L0tg^direZT-NFxJ^%0?z0(c*}-J0^oSZacHT}z#7)OTA&Oy7z`<_U z-oSW$dBgVH!K(4nBLo}q6B`Sjxf63?Gq}Bk>DigRernC>)=nB8R3}RZH z3%rXJQs0bsmbxZeB&>5e0de7barDlq*FUa@H|J`4n`+Emo%QD+5&^4pu*6_L84%@K z>5PFHbqVTM;QS&}6hX#CK%jFI$6zy5C`5Ax{_QZV@wh(fkpWf{VutG%72+OcsG=Pw z>#mR&etWnzhUohsrlv(ga&HJ>ih!s5lBlGd9@xzkB2OoF54=QhC!ws1^Yhn}EY2fS z9kc4*fX*Y_Itlci1UqpPyV`DkD1$f`*x11mV#th01Rv~2}+TO@!{Fw z)+V~G|7>ncy{dFMJ+H`<9afq+@2vX{EKUYYeAqly1R+~zk+gCgeZpZc`?g$;#b5W$ z@22QbW6ZT-V2apOl&ovWtezI@tD&59VYzapDS`hP+Lby?=#^|j!@5Nb$p4K)r%!F(^-F=nd+ULQtx}lGp3JfpEarR zX3nhv|Js-LC%OYF-Ak%hua4YxB=W$8`02&PjM}UeZ-L(^sj5#ZQOw= z4Nu+O{a8uFE&_443Qvb3)9PjRvhPt$u}cI?-1B7?g#Ry~#LmcKX0@gwm)79gj*7|W! z$>1si4#Cjur_vw4@qh>wvs!*e%zu>^hd)w|H@E_(qmXtC6I7ZXiKltD&UMO_n6P0W zGOS^Gx`J~0uU6nwUfo%XzR3pnuDd#S?@9#eo0&Cy_N%E+sCmXCWvKMoht+!IsN-CW z`QHqQHs9|}j91}EDQx>}Zk}EQaaF>#&?$|Ag&Pak#D2LfKAU>^GKj}aD=Rrw&%HX1 zF$=WI<$GdBOg3>|5g6_{s!~2`E~Mae2mB~~oh8HZDzuEwVY#M-zaRX&NA6Xt*K!r}RP`(dyz&jl*Su%MMlYw8<3-Sk9XfTY87WEE z%i!@mb*>18=Tfec{bcIVYy157?@zmiCP8-F1M6y&Xaf|FjJJ<&+vaH%u8!b7u1-+N zelJIyRY01STO<-nM@RrNOb19gb38GYBAUM7_K;dxD`-)wa?niX&}iX4V6 zY0!G-Xqa8I zZSRoO?ZIP5&*+|aaG2Xg&s*A|^<4N0;v+hGgET%@0T%AHokFJ&z8rlpVB=PS*gqzI zUiWR4f9C3X+_WV9pQ#-CfFWxM+Bqx^*$dHt=K z3^7{bor|CRPquq4&2sIgSnvTJXL$w-cz^#N8i#a+pF#X`$_k2V8}%M*8ykd4NsW8A z)*lpc-}cxzEnYI_>QmZ14xbaOedx#iySoJTO+~gA0H_GoCc*2C4^`gov}E_Lt~;={tt9o?M!_e;#* zZA$r?zc)|!85~BytS8$2-L_AQ+DlEh>HFRlcUtJE>3;I0aIV<9a0$TssNw7YPsD=l zUoS47T8{9HJb00Jk75vS&5JV-fhrVvsM=qf0-oa=BW_nK8Tk0g@qB2*jd_$y-}T<_ z>~`()&6yM`ENnJ&_fo~5>Ts;~&HkZQ4$+wxLyN&DrR7Dgr+zDm6GJYB{aH^Yg{M_( zR~{;i9s2UFF22zs7tZ`eZ53Q1dkHO}Ll&ac5$VNkK;%tONURivK# z0#EKI;U&wx-apnvEA%-C`Xp~U|G<4)tk}|wHrBT^qE<@3d|plsQi}dOyD^JjL%&xM zV8RX)94Bn_L{9;spp=Y^Z_fQCMZaHF8_pm$;|mH*UIz`Ri5M-ME@q`De}s7H1XQ9_ ziL=Ewlk#3ihuKL%9Yu^~TnUGWS|1gbB(41D;pG6YANMms0-VRuX!XdG8_l=e10soi zAM|ujfL;YJZQnIJ>Z#jYlTJR==e%tCJpR46|NK*8<53Io7Rz>*}3uRJCj`ts(0O4 z9C+{>#1g{}G!wk?qHK(UfBD8NjX1jt2eUBf`wCs`8Et484 zFv}AM-^x1QeFv-;2YA{?_33430lQDloc^*@@Zy~gG93gy8 zEA3aOoYO@%ex!F3AA|x-ahN3a3Qzo$PJ2Aj#~}}w2S>8DD+K+3X`sseQNs#Jn#YaATj9Rxj`DD?(bv4UN`Z-+y z;g%2auU)%$|GP4l5ggB!w>as=wGvYH!z;eY%$t!=7<)}(9Z{B`HH{r9(ba|fGx&ntpNTYO1s0s(r%QX;IbE~BmTO6N*NUj<>Rw69!F$ZS)G&?0ybrUggA)AMl zTCgzo?9n#nFuh zG}cZVU9@K^MZpz%;80|sn77fHQRUSu-&pQJOA#m5QM$H6hvednsO78ZndtfS z+}iL!OQ>5)b}>Rd2eM*=u+WVLfKC2R3!@h?!$}kA{$Bt+PGCh5tG6ATNxSy$CB8}| zSp9@Ak@Tba%S-m5!Zva=VnpNNNm8mCyEbxzCoAv z6k&>p>mly)MKn@RA3sK*X^~R0P6>l;7^YQUMh{Hfn0c^&6D=LFe$zJQL{IUht8n$is;0aqKMb1bpQz;FFsmmC2PmZyuD&}vlLpCi>$fJWbfsua@uf zU_M#;Qd%PFQMsU{@U^DeJW#ZS+4#>o zRV6-!SsZ;^SojteqtH-qU@F%5q0wDh^ZbOuyBk7#TH5-(FGey7yLCM(Sfc4w`qH1U zuvYRIEnzRTpMJV4CWD=gu1*As6r_RbM)8g>r^(SPsE5L1y z^X#?Zl+-IJPB=o+f2c$KNW32KiN=k%$F+Fig-~uU&O}(vyq%o7{t*!4{U)xwg=F7Q z6^n}=lII>l{QFvTxRxV=H9g_eL#x>J%{%D~eYa(>v#^X?zGgpO{n$@sJB4?k*xQYr z@6MgQdtS54mD?rnb&EaMl1@ExMXE})x8H!FsIAQ)KshPQO24l0r$LPMO~Yx^lEU5$ z$~PIH`R^HdeM0`&xzjhvhmHoV>t(1A8?f;v(fJz^P7=s7;UxF$iN+(3L-$K^JrIEy zfl#4Hb=m!bf>+^CKp;RI2}Kxce0L7T#3fvtD9j?~hjZkK)E(8wE4+$6xQI%sd#^%3 z&M0c9)ZsAhjujRQc#{M~WcP;ID$r}^(&XKULPjot0RT9%EZ+li`wB#YVhh=5BOWKu9aRJ&rtGo)z zLkvkxu{cLZ{as9ql`pf#`(WYcWv4|L58Vs)j6HpRB5HQrWO<28{ZQWMqjBxkF3w+| zW?%VL?50~5Z!aq?!Fz6N#>cWWcr$7_ipqEG(k<5?c@^U637e4BxL))4&LeuP;=YHy z=LSMsO8unm!=CPPcV$&hgm~4uaK54C$M@^LcQ?3{OG?pR%ciuqM?R^(u{zOu^cAlD z>fKb{W`&23=*9VXcmf{zUmt3w;|{%MUt!n59=^Bk;WdZqS@TuJ)Bp9K^OhR>!ynx~ z+#BE=$0sQfWT|emMgL)wad~g2wsW~<68d~HS_8oga`;H|IdsTMdKzLPa7Dz*)Ay5t(yZ7>(yT4?IgLarbB4&QEn%w4SQ+QHH)S$7bIi z2i`af-M*A62Bz&U4uAD44VZj>w$G;SV_Kr7&w+!eb|$a%m9R(o9f`6Zu{PCEz0OPZ zVV8!KaG*Y_Js|Kf;9ZlBqiB9_{#fJ1ll9+B4i@>hS3+N2+TZC>xKOSmRbYKiLivqX zj{W=jdFh+=@H*)ZXF^WZIcE7|vrBxIgDQyifg$*x)@>3LXNpvL?Pl)1T*7WLB5oxa zt5|e9C$_cttK!^}eT>wu0Y}JA;#4G_fv4U6U&Wr=)jYN4lp?$N7iS7D3@;>JNoqYI zFSlu{z|m`yKlj^4Dz0t#_;GKBNw89SyyAy7w*rFrEusu4%#gsPoZED}&eCWhOuJnc{+m0(B05k{ z$K2l0=Xb@8smE(YR8ZE=(3TA|m(U?5eGX+QyI#h=pO-tg_5-dPsE#O{%AIncbR7l9 za?#_e8S}~lb2K#tK|&38Hs$Kz*ng(Kr9qO$9~{c8r6;Sw1x_3$CPUB3U&jhfS`PVf5BUC~uvE=VsdvgP z3Io_%xaxHRqQ#-c>#T^6?>zkRKR7x^S?Wioqv8${i1k0D3U`la{ZS0 z>CZ*dsC7);S5vm0UO~{YkG=do#r>gf&Krsfh*XHu*dc%I+XzoZ=#fy-`4PtG;o(9t zn`!3}K~XHK-jR{!J76A<2S>#yCS)`ua^t!k?>tivVKM6*TvhhVX*U(lo^7@S2Lly^<&?r@zdAs6`fO+@R@y^w^8V>$Py(=jVRX~-vwEfiH?ueL5FLT%o zMsg1_iW;^4O}9haLDa6cQBL7EN@KddXR33-cKN|% z{ZK5#)$8as?S}N<(uwQV?^tuy2T;ciR#R^v$6rr?t8WQ+R2dt$bP~D6aPnkCsgJqx?8=*e>&#$iCn|JS}Zn1gQ_Nnc9Gd}_p?D0hRj%O-Vg+V6J z+^0vEgD3cj_bKC3LJKvmukrnKFLI} z`R}Phe#8AW8zS3s5;C^!WeJk0^xWX_AB`3~U^@4B3izGOlGP{oACWm^*dqgj!+@i? zxkAqEni8K%&&}^OVet9q1GA80<-kEr#&r}H@nq%DzgyJphJ|{IRu?^U_uIaM@npw` zhr}a$ZX0!JNnxPAW@c1E_d!brqfJ=q9eZg|vfZVsBRLiqjOwJao!W%nQ8JJG_Y7cd z$x}xIxoImb?|!DOx2(@oTo!)Ra~rmc3=C;zOI~<(N}NeB>|d{|R>9GPtNZh2Ur&76 zq2PT0vh^C_5lP$xmoE!hUZZaM?O3H|r(&5{8Ax+~&GeLy|PRTqY|6KCyOO+j;a*KJur;cXx$c z%hRw#6r^S1sq@K&?om7isd;8g4u-Xd`({R+cO2Qi!+jDV4QLAOrhE?^un>@-*skOw z7!!jV5da|lWT4HaqmIPEkr1y77dXVkt^paXhH8MMwg7!Rjdrp=rAjOgxt*D(CLH$RaXx+NQhefY99t7^4%nuEQs{ypXKVE-$6W?bUgdlLK)SuIn1nX`R79yUCjN@W8|HJb)6B4dWVW2}pao6`;aF37w_P z2Wum`rP{I;3=DcaH{5C{?KyIY!cqWUErF14Xx6DTDYyyIbo?w~4_88;NBRqt_k<-S zpcLG+QI8-0hJ3WsP`1^g4c44rJ9ZZU6cJL=VCb_3xrV%Uc|wm8wIHTzsiUj^ip;$3 zfq|QrTbsr4-M%Ge*d(PI2Te{fiGsclVTNVgIY^+wE;u?G62@`uGnJh1A=Fo7-U(N( z5<7z8nTwr`>bjK*DT8_jz1GJM@t#zkm*2naM+T2u(R9bYmQ8yEw*L-|JyY6E>Gt+M z{C~?*uG`eF)drfl5XMV(73<9IU-5MnkVQz4t6-EM$8Z*i(+Y;^RU5aPJQiJ45VG9(6;XF;Ln1w`RX!T*{b596*Z z`LZsn)+iyCg|uJLqtwG5JLwG6FLCoueD_;X@3a##va;xG#8*?id`vt1!RWWQ=jZMG z1QwN-XK%y7`e}BQLKzE)l15q&Idi`)T>Zwdv_v3` zD5)UfL<`-{%p0EvJ#k%IbVpvx!=>%^baTK_>TS*xHO$CZnlx(u5uZ$EQ zAZ0wn?hRD2_QA#-J9q5x=^2G5S}ofu209-oyzON$?{aKnLW#usC8(W{e&xzXq7joF z5QUo43B&VYq(H>h+~>ypNaE55io$}VA~KH~M`k@hX!a5VP45Lu9N{XDZY*HEg3LNX z65$XE0vSum>gcrUw{nUjFQ5aI<7G?4sP@uiuM!wgj-<8I9vW=TBx zGiQ-+TMsP9jJo7l{Y{Dm=T zqCLbrg$fw@wAF zX8f7(+PDH+Z2q`CaH!3>V7wD)EmBH_09<#;&05om)tJdSQC#o&=Au8saC-A#GW~C}g2w9LL`8{|m5#7^BE?Xkn>G&QhWK|>tDcwXJn?fCU zr7}WlV80R?YR^+A?+0?%*U&7SgS?IekKNCYn2L(GxP-fit7_$32ck_9MUgI8o1`U9 zejGO3Dct4xbNxq%3>m39bYYgYZ!QxEI?QR#P!wrS$enqG#IQ-Az5@tyA*nv33?cGU zerG-k9w~t{-Sh&W(cX0KHNSq2gOLQBL-w>zkOX7f76t19y2kc9CRU5D6?q z`1h#ivSYGj!sy->SpsZrarulgdha;J0YH2y=0-r0}13b{&t z4|kf2!5kc;rfI?ipsJh0giJy?1M%&DxaZmz1nC)_sKSY;puCDIbP+#^(6%QGzMTF~ z-~mEz%eXi2jUpzIB+{wZhuii9aaEB-+yT&oG(bE(eNFn|X@hY9^Rf3{A?o91cEWOG z3xZ8l$o;KS@*Aih1%wHlfPxd}#7}HG*}AdF8pga0BqaqK@Wc`M&3I`xIUil4EQORce&(wRC0{b(@%h2ym*#+dXdHjb0&L zUMd3`DNV=CS=s1H7!#MAD7QFJ)(W;^yDMRi0KAb`On-t|mqfn&|WOO)vMNmM()Cj6Gh)|Q=WP$jDq5PPJ@jWCi z2`>2tJTnrc97V5v1hQ!mC59M%Mv`JYn8gzj+WiKFsv(n)s$PmJLG(!k)NsxSBI+Dz zZmf4vIO-Ty5*a1VPAKQFzLa^-Ns;3kqUl6bSb7HSNG39fPq zq{-l1X(@}}PIqK1-nBo)-ABxW%5kjf;lW!-)!;JGY7;)uYFT)WcHlsyNy}2gw_o!k z5;Tvbq@6oDGskxy{+5|V>7w%gwVI-%h7=dwEKDvo^ZlM&2W*m40_yz7+5OcsEG|UD`K2f!cE~iRTxrF(R0_GMUsIOUl;)IreqAA zYvwPKszF{9HU|gMaAQY!LAk_=%e`y~qXAwEUz8w&8IiVxzep}T5NDG9i<%NabXV{o zYe5(#Ym{hfJ{9wvqDiqH+{ngf0^Z{1exFba3uwgODcuk>|8f3NFHu);c`zV-!FgX(8Cv7M4@O=TZ62a<%4zqm@#-apVJ|~0 zzH~13j2pLnyMz}pwJ<1V^B|78+tW>PV_xxy)$;GgHHWb2PsvUg;ZbHmOe`Vn-B=RS zEet6(BiD$%0LkG9L*TGxa|=;Gd?D(Xa=po?ZY2IuS19i(TTqMvtvX!2bnQNTY?hDh z&K-xf9oS=$EgZ6+OGfS82fO+4D(S7JBbx*tCMDIr@veRQ^0MxyKTX(W4wbYB&yQ1z zzY;HYaVk>%)%|%ivweFSp|MAHPP857P`n?WndnJjKjhA<2ZgsG(?Aav^mTAPv5ufO z{ku_9MhVH6a{j^LDLsXA0(vJk6s9WKCBG{)S8?zmB0d6Ir+!rWb3+*&6HsTrL77K` zi9cfiO;0UE9w{QurM>h-mfAR><{Rl-9o`ZuPSTNCNJ3YK)6Kj*NBcgHde~dL9tZIy z>==O0K})>h(;C62C9D9h0<++Mo~3l%jD%B+H-W6PU%xIvON@gm8tJWE8Amb|@vp2g z2-{RcTH+&5Of-3Mu5#qCO}bPg0-=erv_$eZ+o7}u!b`^>+Z_zoHYonSF zhofqu4_OHUCystwZQC|pCEPO-+Z$fB#6TGnA;*;_lIFoH9J$ZQx?Qn9u<38G|#xR(2n^Yu0N@SqeJVO)mxv5^l^x)5;yei23v zM^_|n{C{kLDC^XxdfAcX`4!)njY=4gmRpQSLDEnyFx5o+k3X z16T=n2iiPc7(>X0{JUL;4=dV3x?1Kig_O)b9MWZSnL%XX-b4*6B_##eD?d&@+_7GP z`#=PAT}G<-U>S&kx@i-i5>6`izq-ThBO@+G!DgL5EAiC*M7m-q;5aVDXf?CVzj@Wn z$gC??1b!XnsPgz-#%o>b%PBpHGy3~SEA@$QXCRg>5Y!wTAt1phVHPBgq|FF&- zVl2c;E~#% z|LX<6`75h_Uqs>5MmL#Go3%wHjovECzr=;rxc zAFW{-0Wd0Ojwi5g!-lx?Pqss(00|#`6eigTDceq!V*t=A0=5uGl5vv)fk~VeC$FFb z;1Cc{fwlxZR4?e$Q+eZ+!T=TO)y?vvP*@7j1nE{F5y@(Kae4s4j9RQY@}NI|{@e#} zMh&;r+|*DUNjriX%i8+QY$*=VuQGa)dOR`LQS!(=J8=>jjx`|Rx%Rkg*>>-8XA)I= zS7LLr2?^0j=&W+)TX03GEjxJ4AZ5v5=GS+rxjj`D%zPTtTwm0xWGVYRrF(b_c|Qli~=2)9g_CTW7|H!HyFB-glmDEDa1R6 zql~rlUN4>$fp`oNco)POeXYRBab@VlFytR)UmVEc0!f*I31*toP!=Sh-7lN&gW`t_ zLx964aRal%v5%t%21v&PNX(s%uh5kDTyj_Bqpqi00jJauEQ#UW01=XsE`}V(7&2u5 z^VVEXuvu-C^d8aKE+2%U`69g=7nl|Ldtz2V`ILv3%TC3e@pf+7fH#PUCPb$iwMoJ$ z$!ku4!;~C52R%hzq1ifu#8EQ72A2yF6mVc11Nol#VwPRDau|aFc&-*X=aU5BLCx9U zloE}AUs79E1o0Iq*uH=?=Q*$L(>ew`5R76dLsM6WDI7%lgeoThpAWIEJdPN~KrA=F zJEL*2bQO=kjYhXhQi`#;MX-boAz4^~QhH|avxpGjb5T(oW;GD(5GDBmXJ=>99BVmF z`jO5UFk5R)Ed0scpT53(b0sN^7~x3yhyd)%IR6RmTegHsspluLTzk28{pxrPq?%T) zSE6EFzJ5!x6T7fi@VX7sEg90#a%|o$xvcaqt>oi5K!_y1|!Lya1hGi)hu0Gxuvm@?j+DffPhva5xp!6pLb#HeSyOWX%P$1>tuj zT(hC|k_pRgLS%2I;IMD&#f-+A<9O@bh#}#6`&>K7?fZHP-Us#k86~tC{)>p&F8*Sf zy5}oSIm4;R$+Ug)dabf6@gGnIUl1_m4|Y#|RO@LwuE9v>HU8maMbA6!iXN{&QkvS@ zX4>%e>We&1Om*n~;|x=id(VNF{u+17HGo_MM=cZ@2;llWTntm z^4g4Ama%DpAY5^9~cWVsVt0!cYoo zK?OG}VH!{ca-Q3D-Qp~)XOIC2QORvGiR(hg&I8B804!*=B(W0PHU{6FJT>gs7Z^B0 z#B|6uNO$8wnfdWY282AEL<)uv5RD=TIbzs@IF#|LMknsnx$0MNR9AYgyOpjG6^ZOR z52h2%iJw00)xv5@58&+X|7}&5!Xe}f-?sjvxI@98Ash%DnM3l+k{IOi08--7hRWg` zE4w5^y5U>5Zl!ArBBeLB{!dZ_u1uWignUVs6caS1SS1cT=#q*GAtA~CoxH=9u&M^R zJ3g@qlK2K$cYb?cihTEISc0j%+tU#k+WX@%@1vFAKO7+3pg8W{g>bBY=>7&o>0})` zL=oaV(x67U8gX{b*h4hP(b)sDSa`SXen-2S&b5bAsn~)&Rg?!Dw(cz6Bt*#&zzMTOTa7)VHm6{-78v}bCL$9^Sv})iK(JF z{i=!I!}AzBcYU&DZD!M1QLHYMld++l$Dg5i7PJMG)kK^1!Ldyk*Jh!&7_a;T+2 z^*Xj5OTj+zYtO|rp>T+?F^h;l4!BlFK$_Hi&V$Ee)J{P6fDF|iWHgCB$;~FMxhfBg z%8FHHU};FnX@@<;Yo&p|bM0BiLialOZk0=f6$GGYTFL$*_Y3M2BKpL9J_4}<&EqIB zX!r%pAxDrH$-6f9R!J+q-dpzM336)-8IuvW3mwr-?KPAxW+c;bh%u+XIEA9T4|UP( z2e_Is-a|*V%HZr>R`RW2>a53A4Lp_ycLQvoZ_w*u-`G5odW{t$fl|(Y5+sz)&sL5i zG7N~$gN~x{x3R!Y3`Qdj+@MDckU3(>jy2j!UV%0Qf*ePWPNqk)0*lhzL6{|Qv(U=) z1?hu8M|Jo6#x0oxFh~4^nDK3V0N{9Z`jx*%0iT?UorFS-Y-of>+o9INeiSFsDVT_N zyBD5d*)*pP$7x;iaY)2Ha1c!I{P=E-3!md`cK`{)O*8M5Km@7^2*7u&_Yl{94!61@ zW>zTSs<`5cIR`Ea-#)DC8%TnZAddZn@y`iFvdqHv3Jzlu#vS)a@XKC@w$tBgm>+Ro z4vua6C_Iwu6Z6cFXz~DqlHn9>ndav(JSoGpJ(r_I(tideMJnctqgnZTn6ZdNHrMmn z>04l&0e2aEYEPd$xeUVxAA>#ORpw$)MST6;eap6O0jww>4Y3>PP8H&a!XHix2nc{H z(+Vk*juBx4Jm^$8h}4 z^(@ko2JbaZ@JY~Q`Re8&Z{4oj?@EnmA`T+E?+^Eov0#2YT4Hti4<4)~qw>rUR)kf{ zLTyGQF)68WT{eaA2(3C0guviOKMGR%KcebM3HkB|9bL@Zw{K+_wFQFt9KKiM%*1=s zOKGw&9^<8SS=;2Nx8*wqM{?uUXp|4kS+@bBP-!_hT%gsMIV^#U`;4HkpK zq90ykmH4asscNu-Iw6}M`r*RJRA=1p05R8aMh%v}Rxl&T;MkVU{7;_!WV z_^3~bj^Pt;3p&bJwy;(U-V*PG6Cvgs-a!5#V%m}3>=b)(n{9M8?{*61;+U}c*$bY` z8O=`ly3*~QE)Fg?SzWZfzPRMnV9V8^c_Nr0t!rQ)4wOioaZ~bEVOK;VpaK@gPW*}f zfd)xFdy9<0ugOW-w6N;f4K^NSMv!b0(gciw|I2s(p2Sf6z5qn5`x9cye`A8NNaK39 zP;8Y!mO|VLg!mwaeWI!kC8x1VYk%o302Tv7o}#bSppP8=o0sxlb^X@V_MXlNPI#g@ z>5Qd+XBjD#nYW}&5#`(aYBJ;y^%4nyrMaDS0|osC>tw4qsZg(BmRs2z)ZWI2j_l-A zI$SqLI!%6OlEg5MXM`Uqj1FBV;!2i;2Wt>IWD!IdW^|yNYgRshe|PyE(i|Hebn?^WyqQJKmXJhS96$=C^}MZ!f#Nd=;0( zM)HGBi~aHEegrj6PN}6KMt6nXUY`5Dp|5buz|i8nu=sA!0LRF}d5lqLxVo)y98+n* z!NE`kM57q!{%I@i$LVLZi2F-L8zqEq?3Ef^(!BgOrCpCv&WS(!b48=+B`*`m(w1wO z7upZXNI&>gon6bCZIbdL-xsh8i$9V*wI4_X%Jo_ppI8YTiRlAh_^L#FI(zd|xE~~h z^<&d3fEDB#zy>b+(u!&-jY}L!%c`6ISb1y<-16Uhq~4Ru8Ejfp2lS3Cf*B+<7eFPU;(~%x)`iTmNGYM790g4 zJvrsdM6<};g~Y6wPoJqN`s!vQU(Rq|YbAWO7Xs{EM94e<+(iv|4cskaGvC&L#`0m$m#g}L0(|htTSP(*yNOVP_ZSQdPgrbo& zRh^!ktlMXnd)>wXr@G?jj60(@0R2@Pg}}Lh?qU+n43$Qt3n+$UL zkml)GefvO^_d&Lk!`-VWg4Ga4Bo(Zz%4t>#CHe7#^@6fs7oY~JVekQu`{2O?t6toN z)HEjKf1xkd5%d?{!D>87m1Nwjb!AWR~e2ip03_$mN>Zq?-TgjdHGU?a0l?8q{@$b8}`i){E&kQoYB1C^ql!V(^L5Eal#%uF&vCi~okx!qw3rIlN9 z<5~sG>#D}Iq89)VF1@z0Gv1ByjtJ(DCDv#1=YH({?YG~)09_>f7=hz^0@0EqtHkg* zh>X_a)^%QGi(tLTR>R%M24?6VAp-VCRUP3_SPFiPdavI?^I#4jnso6nVU&!OyO?<@ zLJafrWcS5b8Itnwy(Z@V1y>|)U0v)>SW`6rfa|2QExMm3LQjSWA$UM!0K5?&K=<%) zSc2uJ!a^eyMq~mg8eJH7sN{7MSU7v*E}l zwDAx~lyQY44k=~8gdzJbZT%-pnL>$#4>!iqeqg99KsrH9NR)x{uaTWVy9lH#jt6LM zgi3a0Vu5$YE(AdTC%g;=PUs)s+t^RC^0#JNle`G>{_%99NM;Bi97V9qtW-P?g1fDZ z;6bDyUmd%r|JAOQ7)bnl;`;dfw6+Bp>DhDc>Co7c8Hq)|Zdv0z+1Hx6pHU=m(H3UF zL96XqHwlRI{}dCJ+~G7|F=puu7v#8c@;{RO)9E3??3lWm2Udz?zq14r**smz@00zy z&SBi@2&F4u60!XZ*zx~2VXLU9XXgJKv1I@}++UZ|WM$vEINU7!9m>o}0iTi;O@7ml z6{~`+A~qVKUBUWOX(W~f)lL)qMLno5NPG@XHzf?82>FxKLK5t`ZqwJVUmtqo&t%cc z8o&1^g_7tSco-3Nd3maQF~+L@tk6f0YMu7~ziV|&hBt5B>ir5V6Dt4jcWJD#5&9h2mvU2Q))mz+`X+;(Y#9 z@-W%`-2bl%i#GA2|i(5bhginPPL$moP->R$il|P$9;gI z5C{^Y36ei3;7MJYoj@O#oPa+CAJP9JdIQvW5F8vV3xu!jHU0mh?MRC<~;hmvNRM@5uoqLL;wNfV8V>OaoM-uwOj zZ++|gzV)y5KkI$p^`hZpYM17<>m!hyh~wE=rM@oXG`Xe#PI%(8j)}4j=Mw zaybSatM7HpM(`n2P{vy8Wt=a0g_&Tnk|qmWg+4FV_y{v`EepJddWw^U*FIqnn1Iz` zuK~_)XrF{9ISwf%xOZxCec-Lo=<{#pBB>@_CWasHc7+KNJET8&qSY)4fI|{|2W-$B zo^`}sLUiy`n{bz^>o;zwVJJg5q*k942##c+2rTUcrlNH~>hI5-vmk4O5oY8=cE2YTE-?*U6Gi!j*Zu52 zN>N4h7J1az{V1b~LYI&Y^AN^qaTpl{Tto~bGHF49u^0i{AReQ(!I2S~j1j1Vy0!<_ zm?UqbEDrRd&pO8`9v9WiRvi1(0!!JS05G9}z8pRHRUAgp2u*yv#&vGJEGDyToVzuc zE7q)eh-(!GE(pb1U^E5-j}n;<5gUd;8eqS208^}fN(gb{;u38Rsq})S50hR22tr4r z2TP*e@SvjT5NwKOFh8=gwtj<1t!*VB2b`d&8EnfVKr9uQh;gHAU+rSb$pu2snqmHw zo!nFcLfYxL{4GyLvU+;hamyPGwX$Iz`AV z>yw7R!ycmDx7g}j!iuFnlajumRp!fXdbTSDYI()03#Iy->`Bj! zwJD$&_pd|Gl`B^S3yvbai-JwS1nc#Z1rrAmY694uLw*<-kP(9bN|;!vU-V7Df#LVaRbdatXo%3LISf zOKU;FgZE{hs@>bSE+;CHsj2A$FPEW8398@_$YqN5`HLxZMhFfJ#;Aka4Bv*70$#Pg z2y86Teb3PZoy+ikmv!+z&&L;f$8Y9si2vn!9Qp2K?EX1WalUOV5AX*%Hl_X>=JuXk z!XRmnj2e_g-B<}0iMtNZKj;$!WrDg{#hQ|e+Mf%Z`Qv_j(}|CvGiF#QO7icDvR>}i7_JMY3YdLtRqOicmgwyJH`N@sBf;E#D+%l zS4>2g^xz6iphAC(?MB0ZHa(C(ly`2O|4!NXHfRhmqF%%tZk?Xeq=yI#8zZK^4AY0| zF(r;s1$m+-7MxAlhah1@dq=ctU~PZ0w>h&*OIzXa~4h70(-1_8EW7^pU** znHIMQatnXR+F0fv+=(J&yu$dt)vGXeG3vn>^Q^3KTDs@)lG}{4N%R#dYNfFTQh$J^ zn(CAg6B82-vf1GhdjJ%8Ch1st3n17A2fM}(0J7$`6*X=t`)DTsT|-j6OIbnTRf=2L zLb7E8ieu(=G|BMy)vHa+nm=v>o8cICeQt6vF!LH29!}HvbirmN0ZAKcgp7h!OV+i^0~vR;b5~a>y}} zXO)fYg#msmw{UOXcp90Q%&0?LE~0M|XCt2c+_;Q0VMnOxM4Zv{UwTmGuL}ZA#x_}G zldqMjYPg8geM7{Je?n-MEvw;@y|kTriKNrOVjrJTyS5luEYj81z;B5WbONDZ<%7V5 zYt~5t86eET5f)XZPrep(gQfht%&G`|M|6nnWgu&p{jO>2QRwlv**uL^~JpdeX|0+`4K1 z*}B8K9Yw86IHk6TSqeczH2$OO@Hy1oX8k(+LRF4ZeOs_A?m|(P_4d(eFErwtkIRqs z`b=dnmGy7V#s0{-{19mXth>M~BKAtjT5!2o8By;0R2EWgWG|CP&Yf zV4q$wR_(R{{DuS|APwv6kv^Ae{T*hH7*haxLq%L}vj|&UKnK{Tl*SPhUZkZ~{H41) zDBb`}|GhFh4HY_}4Ca(PvkvUd&6{U33dK_!9{z3}j9xURz%S4naE5LLj>@>+2kZw!)>XG&sO@LIp67nCM`WMdo10jfjh6WCK(x=i zrCHmj(3j_Od$q4x0H6R!VVYF`&Gx~ScA&JWFcFBCh%RWW`i@I*+Qc$tMxm=9R&3?l zZ&h!xyE{z3DgTCX&s)?hR>RIM{1fuU4O?IQhIe#0WJ|QEX8;c?Vvx};N}8tC0XcTI z&`mJfXOY4v<#~CzGFtK!oky;~6-glu6!U?D4ysnv73)?V!XeGA2qTvX5ZcapVKjR* z4MQN&uC)-lMpU%`ub^@p;0H<4UA}+3Mj4JB-vQr# zhS22=#*Hh0yONg>6;i;KVDIAqw;P1!LLad16;XL$4zOqHd)pV}U}l6*1Fc0%p0LOh zmO81VJi#8d7p8ADsL9fRs#C8??H|58c^Quqr98nNCKNs}64a$*==}!oZshs$qlUYm z>@+Il10NrKW3Y@%4j~oj1z6h)H~IT1672NS=tYV3(^J9&1zzEfRNvSSE`94};b>m8nh`Rcxo1Y!ztCyu;N zd9h=t{SfuR5L?j{34?^A=*oR*at|5=rU_)nNKvU2dI#i+97MXetTrr0V@9ENbRJ^5 z{R$5frGC*pb?gi>AyzyltH!2D*k-$N8;OuW^|swL% z6N`o*O>8vue!%K|iRF#i8Zoxl!vK;(jKO5Ec{jEpmGmnp1Buu`--Eu1@CllwP`3vF z5s|NCLllQ=g-9)(fNJDEauFqpC<~~}@8c*Zy76LXaaupAdHFo{_9fh6aDv7)yS*GD zf=f-;35;#$gNulG?(W|h*~&mySFBp~0K{r#bN68o06(Li3K#*bQ-8Dm;AfyFzEyi>mXlG(sf7&l^AzmOdX1k< z*2^|u5BP2cr(k7-Wq!W7CXFLsp8iK#S!g>k7AT$4u(GzO=*~R&u78~zQ!|Vjv3q|6 zTXh?&jmM92@9`57#H=u15^hOoSq{^&V@43+@i+zBFS}T{^;#UC^eUWAwQv1+thRxx zMAkR__p`tKHG8AY$|waN_8V6hZ%uKZ6MHks7D>pfRmT%^goOTc=Dxwc-!=Bm_G7-1 z^WUVle8Y~rnYY6$2E2C|JUjf1JE$p$d!T-(qOHlgV5~{x*!_yo@%4r24-Wglu<3m| zT154j-RbKXjD*GOZi`!HczSaR1RXA}$COi2PL6g^ymSQk6kwY5^$6RM;FC$9ej0w6 z$@rsqQR5wNZ+OrY*U!XPANcpHg{7MY+1_2_3dqY_px4u3q?Kvri$LU!fD+5@zSV%z zvhjQ5z5ruf2Gvid08;4X?)2LNW@mMvN*J@nSsfax!Qr&fq2aW31>+Aoe*PSHzB8M_ zr`75zpqupv2lN=uEqsFPsDsdU(MQnBq#+v_lU`$A_tZPd*M`@q; z0V%pJk%x;*QxoqX85zT#4h~vV+NdxV{r3tDJfCmY-z4ijIT^i}GfL7rD&)MCmKMX^ zif?n#U~5DV+nNov31*ih84N#@^+`g%egi{QL!+h5Z-rT#JpZnDVj~PjS#n2t^qUxq zHiP0d`hb@^*0Hhu`q~TmJsj-Z-Cj}%%5F2C!SJ(;a53hHS3d-s5BhUt=>2~_T#`xh z-Hn@`ecz4mZ!Gn#Df7?xcI-Z+#%(?S@2^9~6Q|5Mju?F7A8A^t+^Le56-7lg)KV-u z^zZF7FPhtU2l~Os_rImnJ51Q7ELSuFtG@F&rQaR#wg0}w$1fEcPxjQQ{So==E04#c z*f`e)i&Oe6xBt6B1hCV8Z=fZ@+>x2Zfeb#)r!qHBu7Swk=n4h_;UQVy^7h6$KR)yi>u)N6)KF{ znc%VN&#k6wvv++jZY?~K0!I4;T*DjB`)<_~at*IB1P(_a6vlvjie%YD+&kd00-~ZC z2(it%@bOPNhH%Zg!7O`AM9M#&&cvWo9o|wG`xf%edsb9rBp#xxOHa-p=0nEi;;r>P zH7{5<Oxt8Fp`=_^%XHzQ)w-eLMdh*5M@)Jwyi zNc_;RrAZCU-5Ygf5$Vap%WIB4{Eo2gjJzXFE`w2Ruw8)H=?Bl&ybi1I77Mj07sem z5~CWdh&QOAZ6R1ttU-m5kiE{w&o3&o#St@rbadhVR5XyS7f4VVxVTS}E!toD)SU!U zkT_Q1a0|HK-5+>t3O%Ev6kfm1xX8|q_1}=EwfoX5@v43tR35p{oksVcQugLltM${I3Q$m*7P`+UD=TA`8rIO=$9Kh|p@qL2Y`$x;k&qkRyL`f- zCw{a}3n|hJYWY#=yIAM+{G;)G1I{44hPk@2AaY=eg+5UTJcboLCKN)<8ksfcq=!2X zDvDXW*TAv_D^>39VBTdJ=PWP=RyFyK@t=Olwww0(Q(OO(fQdCi?yS|(^p#)pr@x3zBZ4v%FJX>~0Ys6gl3g|B=`0fy} z&F6i(fa`jb1@j;0@qRu`k_7ZgJc{7agHaO_8Z0X<-850H4u?o_i}z8Ws(0j0VJ=4y zt@Mz?U0kLw2nQ#5BX$P?At4p)v<`JTFgFF#_X-$OJDeAYiGg9i-B5H)Ob^gl+MLAz zxXCo5IV-EE0Nhd}itYq}&wHI*T-#=ct}rD<#n)sr7?f{0v#AhJ?vSX@B6d*)kpFC- zB+KHNf6v$ncgB#%%h4~Yf>Q1u7M2L3cr@BtP=S=CZh_ANbh)pfcud&gG`$c>*%CPK zl$eAjLCi!_k?P>~c0=+bE0`P&!45WzQLg~zJJsN`b)GCyNzl%$+U@%M_<|uRs?ZLC zMYmd5sWvV<2b^<4@!0o}#r! zmR7A=&3pB#q(m1$>V#@@OmjZGrzm19_UbWb48Gd?`oadru`|UN8qZb4l+*Qc*W}Ni zL zKn~c$CiFbuCe)WXM?|g|Hq^GEVXvXbYIxYjq9NrVb_xNjNn97c&4;%Hqp2v~9@6I> zV*19z7-wkHB9uYy`*Sfd9vL5z;?x-+dn<0S5Gyf^=X0=LUOxnOnyvk(vzJVHK< zc+MBv7Bo$a4J3m>uwvX%kxnUYExRJVhmSwtyN&}Uv4#EawLzJ|mz&4K%>&H^d?87Y zJjsubfoE?yaH_rr1FFrxs$u_oN|pVJQ#dLTs(qPErCu5I#deppr!h!6i|qz9V2AM6 zjM4U%)B96IxnWx_%-qJ6w%X3GkW{Oal7}N?bbY+j9p!kJ@oUSeYHiU$GDtcFeeBEV}sW&b$q_4nTo)hpzjR#)gRzMhbi<||GYYX!>Bwk2YUIjFI;^pm_4Zk6*!}bO72Cgmu-6SB0J|s-o5+LKL&(d z!x6M**LNeLBxwKs(1=t(S)}{VINuzHr=C>I_RY3|Lze9bdo=VB;ZkR7ptCU)8W)_YdhiWwS6(NE=RN{r!CO&>9!*AY?F=e;B z2>+6IkCzP`MBy0F>vm=aqmXS8my8ZhYhUg}ootp0N%_mmwPUyOTN4rzoa+hCo71@# z>>TcH+#AdxycZn50-7D_JV9cUzJ>((*ux&(KA@!mtmhiYNVPqDa9m=rz}VG%@x>z! zRg2NGWAkvGP<;Pr-$cPQx#+}c_)L9UqNzED!MCKhuj)gOz@DFvs5E9=ql%kv8F+$% zI$5tKo({E6jY<$=gkxxqUZ9W9UC{G(CwgIgrOagd`eM$i-=HgkOFW6G)|^fUSk)ef z;!6>^s`(Ev8SBgy-?K*-CM;FUIb>b)uwZ!MpD>P-d!z|of+y5ZCMBwPt&=?S&IONx>N6mQ6VsYiWz79@y6Q_9kv|oV z_;*%kddhxv*GLThhTiz^PmzN2)D*G+45L#jj8h>VvBeENiaIZCm5|OuY%*WSKoeCo z5FY)W?5=Qi?6y?2C0Z2RVA@MH2McS%1cJaq)JEM9&a?KziscaF z;n*oFDw3n~8aOODxDs@Tvz{b7Fi%dvy#EC1gj#qh-032s*_rVmMp0U>9T#`AA5+s6{{^hEiSC~8!;0(H$10LHas z%}VDztU}XJT^cDIp%NT>I~tlNKa%J@kn)zAQIIQ93L7YJ;%Z$;(RcH&ipcalbbz3Q zNN26QlPQ@)fW}!x=(^4hfH;h3ZLlQL3`!R7`O%w7LwG-Q6gVZ#06vcEwRLyL&X_g# zGbWaq`)`gPNxqocbiV+ki~pve(TaEYddt}wMwXV%QTeoi6B2P4N8V5kDPE250#W+iBahmnuBfP?cZZS52!D}20tB7SoSS{*fdJ`zx zp;Qf~cS#KZ3PWO~ym6iTq67Dd@PSv6`)CwR_mj{Ap#BhxH4}vzZ|MZ-TeuB^cTji| zo^*386&hCCK<;Q{Xz2Hy^&tL<4%nuD+vJWX0G?tL6mA<=-0rOOJ#%JTn`iG@5%~#& zuA|uR!ViPz-TP$|BP$U5m;ee!FdPtwYWG4r#5HyY(I_b3>|u|h%1kP zJuql=b-hl1=R}kAVYYFqMs5abM~5~fi@-P6{491?L5LsVP6c;6BjZ(hb%rUo_UDWn z%PGxLom$b6x{8q@O;`+rkCRGk6hw-Mzu?r>A*4(x%%J2Pj)IJdxr|+h5a#gs{_uF0 z#ChY}+dS=N%{!HZp7i`p0*@l`gc4pn9u7(CTNKPJ7B7y??GJa-;#mts2y)0oZ4P>R z&PgJ+yFq=obJm4=PMK}sePsiN%Hk2$B-*6T0E$E+4$fV??jZ=laVRg*oV_9m1`Juq z4I2fPFUu2&m?}2~@CNqA8YJJnYjCKvq=bMHqw>`1RZoI8mfV#K=;^AqH^#A2sK|mx znNe@wYLHBjOeuzRMF5B7qY;~X0+@yS<azS%faV@CQnEQZ;WKLT>x?T;_TS*t8;%L zX5ir$q?NZWC@281ZDHRdJUNWp$;rvEABn?q&B-ATF292SoIsN7&no)$k@6g>%7OtiWy;M`M$l!H3{)2UGdr|uiFf>+_cxw;hEXdqXKbu}k0r?(ti;n;$5D+_F zR%WG=1nf};pXtOusPW!Xh*{9_HSVH{`P1N#uk@ZUU&H}2adu~|q~@Dms#fCX0NXk$ zaY_*s8F>z-Sf|oMedAqS{^y@}{Z^W1vum!#<9jSn$?MjlZvAQIr?xO(OW1}YXp^DR z!P+@lKiA_$@%!R65;GWlUYid^0rI|gKg_qfTp7uLlG(U9>aPh*#mk+UY7^Vhn0oA( zn+yi1w#OOnH80Nv7*{gG9prQDDjgiIE%ryP6^QqZ&q7NXFFvi)r)wUa4#1;w@ZwaS zs9nNvUuIQhW7Ks~+c;}$?B6lpF4*Ed{rwuB7&nP^82U40?fcBYFZIGYEnAL60fjwV zdqWd2C*KZ2Q~!RA`37v+Go5EM)?5P}qkdbTAR2Q78K~K$fy%x&v|DR-+B%v692obVGqhf8qTNBDA0ta?p|rIIJRVt9B! zI{w=x(V7+-A={cl4^28p8vn1d4?k?p^K$`6ovDes9S|^`Q!shNaZHzgL*b~7!hhgU z8*r^*Tl51Zgv*s`Sm8amFC!H0@7IO==LgK%70f!ye%8;Phgcc-F-r!#A!I*H9Upi5 zy3M?}@}A%iYT-np+_=2_{9h@QM0nE-#8c>Avq`d{b|n^@uTgna<9UIspu0!8%vxni zLeM+xjin=^&@3e-1(PP@$*;Nk8>cS>;f$nn0>~M0ozQ(4RjypWUhlIbpx}|I9|Q3i z&JnVQf^)_C^`vQ51(G4CL7c!ZPv>!IfW1R8Cs2J8Rh9;e_|Ap8A$wjpBvy$U6fbIq ze4D)7$$SenePA6vwYwUh*zq_$U39gMoomg$o$0PvOV!?mLy+IW!4)%xFewu^&xi=4 zMK1#%Zk%Kq;-(gac4#b~I@jNVsU&)}z-x!5CS6cPPc*hpJpf;VyHzZ+$?7HWPAcKPvT}TuI-}xGg%;qg%M=Mf;lMZho%1mGqyg@8No^ ztrv0UudZ0hW7~I@!`nL$#F^xIIE(E1{nk4w?6%>X78BG~(s$n2>==LAXokDUuhW81 z_VevEJZ3-a%$j$X>kI2z*&aNPiMSRs3LBte04E31OM70W*N@c$#P2lo;=6@f8?$Xa z09YWXo5LClBF;K+Qix5e2=%=4JrwGX3w21pm>zT&lvBb85e|}m=EVYJ>!Cr#)D)cn zP!GLrYWe+!=uPVCzae&59cK*r;h|I#!3ljBpn_1+@AzcV`!$eXBOM9|!2RHffZ-}B zwI8E%Bt*#O*H)ksn5mxu9$DjTy}f^}BU$Y1$xj^OC+qgH3>gIV zpXe}QF~&zTbY=&~PcJk&wNUP&c-aYs9v{wYEKxx z9icLYIgG08C^4r(On~pw1ev>BXc07o?C?CK+6MrrIXHc!9N|{PS^Nf5`eRX!&5B@w zj5q+K(K$(^ex-C85FPmIn=SgzYU~kV_DaG9+d3pVcf!LaRUVIix3})*8H~N-)c@%W z3>w8Axek)F}D_|Dw!mWrq8s5AG87y(8C~ukDq~!9z-?6jKAF0!>3)@U|UwiIi zU_*Flg%pY3Aml&DDP2=jlTe+XpRfDtLnPi>1Q*s{Ck~Q^f+aFrzX!Bko)?wxB&aWh zjjdxn_V3$`9p!47=P`WqO4QG;NeO>2w?}0W9lfaGqk-I%j(IPh2tBq!{v?2znm2EF z6mbgsK_%F1OU*Ur?!1buf*ew{E@wO~EO{HT`1|vQRB|0akWQ%N=(RbyBxVqTa@KuHj3hMB|{mIk;<$wzv zbCMOt*2z5GqKPNOH~RsGt&Eyo&pkAWGtmTXfpFcrW{!iorL^ucFZ6l;XOtgb6t z_EIKq*H7$>C|kXxyT}9ro28^*%%LR9MeX(5|M&}C(--WjnxqTIcEBlVbpQk~r6Wg3 z1NY?nr-gXiNAOg=OkGZg!v~FH$1)y6BQ}@qR`MLi2S?P>MH2;lG--#*mKRs zpu=-lV)s{?g%V*yNwKHbK*fc8i*I$$eX`ej#6jo!IP3k~({k9&rYRO-Co5{R42hSRl zrcRgyovfw}Y~#j_V3i?LDiu4*!)3``*hiQY4*T#uTLy1l_k)mgNvZZapmfh1f+GXD z373|ZiaXpQkeO2J!4RWH56+TP(qvwkNatbop0Us=AX>!BrfmdcDQ?BHO<9k*I~ro| z0m6gWNh@3$8{}I;eoN3^h@0brsCpS0X$8MXUcHo>Iz~OF_m1CBn>A+qtbZHN3w0nW z{);Gy+|{n3%1;_;ajNM_mg3bc@seoaxqE~IQ<5<2f*zM4&*<2@N-N91!7sJIwW_qQ zgU85lMV|4nDUxFat9cLK-lAetm2de6IS_!DPpW6GO6w|!T*)h$xVl>u(xHaMP3oONAaLq?FdSuSXt%xHr>WGNkdFr7F7JxpLCQfzK zkT44QNBexIz7OqNk6nK6_#fiR2ogg=+2oG0H%WN*%-$^eu^(+KU;Y}<%d40^r@Li@ zO{|KS;Ht;EO;3q;Sr@A)>@-}l54#07+KMg@a~BsE3%WaZbn3fyJVO^~)8{QQpJW9y z>m9)eY~yNmey8D85=Cq6uLB1givRpGisRPBSq#4!kPtx4e_y_%wL&%e22|9d_Cjg+cNF@71<9HIBR_}xSq|C(eZaj8n8dS|#JdG^dKz;#%_ygvHV`G8bm|wJBusC%J zshgu-3w?Vgq~-quR|FZ$`lPVKThuRmLxQc$1gmvXGD5j_HTlUCIcaaYE)2iz$FbD#5POT+uO;VtBKaIjLS5Z!T z5V~U-_6iA|5T_$AdZt=BWP}bU^$e}~h^O>mj*z5eL#aP~bRCh9J_*+7w=5}56cA8U zZa=F2zT|JC0WA)PP*-D}-%3Pv?&qjS{Ef0jmX@)nHHKSOFH0a5})-dST~P2^d_cup{K9wbjQ2dC?fJ^LK=QE_!_Z1 zS_^v%Cbxv`F=ufz${qm8S?{chX8mWqsM#i$@o1pm#kJ_E%2r_i%Br)jMl{lH-oUVn z^Th3XZ>Oa8ML2z$kA-~Gb$Z_VM-?+FE`rIRqw{)bWnD#3%{8u5;T(^Y3xSyt8+7GF z4k&Zoz@jii7P=f4g@f?aq3u7>Y(iFT{lpyEPxaFEx)CKUInO$G?C+0=hMXDTgz+Wn zQ{0=I*J2AfmA3uKD#qSYnE7|V5tI^%deB+W|F{H7=V*6E+gWVPMvHMS>cp$@lo#=( zpY3q#AMd(Z|LSXILC2oaA>U`uZiFX4g28QW;5I2i1sYi59wAUk|HA~x4rVB}%U-^G z1#CMB<;Vb!nkK*m40#0=kwL6`nT-ucmoJ8UvmavpIaERaEe~=qLJu>Na*u_F{@@U_ z??cP4fjUfi*ma9AQ`=uO9%ZN+hsq$8h9~i)&vY={-&R{rj7iYV zRyF>{tHgNuIy)88*)%JokI8+_+F#z5j*Df-(lF|WY_KeN8VR7SwtNk~b!$;RJWB`( z!sBrK3>zE39zS4MIOXa5${#Ef7)%+O`vsQ}&(CH>LKbHx{m9r0-4hMr5x6H$q!9eO z4RX=nx0hB_q=~D3|Nfn(xjbLv7S!e1TY?k7FD7;zWp_Pv$LjYCc+pZMRKKaI!K?-M zh3{a6G5^jQ@hZUld{P0znW7@^IE4M~YYLlD?&jvCGC2cN~zkjA9L%0|bqYE{i4qJqlJPn!7v()|pz? z-8DQ!iC}KaWuqKgR95)ky5`@I0nD%a#JRz^5+hKw4+4sgy^l+j(tI|^(gxo;^=@N3 zmLEC2V8--fW-`VKo&a|=qJCWMc<+GfWb?r?^q%fJ@vD%2;`s*kMt|kG05!F3Zk0!^ zQjARSzJ@G~zmE7L38%MduL$n#g-vz{yKCC28BmuT=)vX-mS}O0(^!V6h(?mmr|4|o z(2L74qyS~}c2PY!>0%U=)@cf1Q}__viQa+%(5Dvy+5;wJPg+gVDjWu zP6p-}_#Q^#rh$`^&UIEPx#Sa2KC_UE%O$Zi6N#!z9UkdsASLPsCu-=0{g5ZiY}7SNT~yvS8A~rXFTYjkNV zSy|-u1P07uJlec*U+@mOV2SFQ+X4POfJ{cdC>C8)HYolnnE^#o_tSaNFw>LO$BrDR zuXH4YU0oJGO!Kg@^}fVFM%n%U9U2%S_)~dhsuny^VX-pN$-%$5t=hV!1;m7tyWdFJ zZq<|$QK$iYhCnU>MK$mr(u^zFuO(NOm8k*pCZ{AJcU1%#aBfUNZHFDEvVSDIUN;$)>M0c3 zclEC23RoAk;le7FMJor$Djz(k_2jjbMR2?T4DNQh={b&Sl`oDC3K~xy8f1Db@?jUf z-Qp-P@Z(Iq)09K^^i*{UI-U*Q_nhly7Os+_E^mu30^U1zxa8OjKeQQ%10n@aPpF{d z1#E&sIahHvIInTt93CD{>zAT+@qlTOr?=daJ?*{AcoYHk(Zw9bXcJb-2T34I`YvoL zWWdfYWtV_PqKc#Q+t;tJFvNI(i}r;W<``iRdzbRmP^G>G&P~J^>^A-{d-!gFH&qD( zX)52axkZBw0I+vIrtAS2OkqceMsa+c1h^Ot#DlW5a-2qysy(%Jbx1CKw(9@-3t-?rWU$LS+)S00w|5$F;hjrrvkN-x}a9=V_B5YMeQUr(hf^5{%}lv<2IuSc-*GGceyOgiyt5I2v}|?$ zSWN}~Qs+-r*~a?kvU?6gp}t)=g+qM-xkTRn7odC{x|`=kNp8*pR^JXo-B6vsan3cj z{`vM5mF=Z!eeVM-ULNvfc2@YPgxdfhRDBY*Ya>39(cuFp0<5i!jTB>JSwO1lZ>$Q0 z^?Re?Z_|;C^yl@dCd$=&Ow4Qmscq&tc;lAeiA3g!BtM9mv80Fne*O%N095^9?!WKs zqizm24eY)DvmKlaKK%+~EF8tzoa+vAK33Ih`f^yU&5pa zw)I0B4zs|Y4bT4=z7+AX$TJ_1TOrqfe|*QSke7*CBK&+WfdxkK0purPFa^-Zv}^>g|MnT-63{4RrAAq@9>Qr7aP^554yf8>Z~|J-Zq@$U*q zTgrEYTRR*BR`02QbyrP6;WZ#22H)I&q266EV66(v_?D#WiRMq~&;J65JI7wWyq$4A zU37bb4nHD_^PD|7wAt4Mx#REF@rcz#k|8abh?tx~&K2>Vx_6VeRUZhUMNoo4K5)1ma* zdd^%W`<8K&<#PFsqxEy8GI#sWQSEPMEgA-^=X!W? z3f|{gw{*RbMN8;(Peo;U{MTfti6Z}^Q82ySpApo35W~TFj1`*a656CzqrZ%B6FPWE z+fL}WC7HSg;>y<+Pc{_(zSeB5?lBD@yL-k?2CwPQKD1yyzg`mPmiDca*1R{`N~W8x z-*cUmwZF$#<$@m_`Y(rimyp=;_ZgMqE$Q)q)AwEsmDT^gV-eHHC0P$pbHJ9%<$=-Z z=F{iS>~cu?EC%?vuTgstnZZEdqZ+kO^&`!8v6EF^m2#jjwVNe+|BrK?N|Q& z?Lw%oios=63Rx=>RdKkjzy9It2)0F7q${_svA4vpQ2X~8-?e3PQA+y62%Zns_Z1p|0qGg244|1R*lq&(MSWK@^NrXysB}vzieTy%LDt=dp`G89m;De8zE`T&MJ+`l$BI~#(kf6(aOWvyCtW*o$0!Ey6Hx8Ef$+-vr!i`T(% zcTDWlH|p#n9<5jK?>v8D-1R{oA+#Bmndeq#x#V`Nu_L}BiQD-~Qw)kwV{qowofGep zL}PRu>eZVXCFp~}W)Lkda|Nw54-8$+;_`auFTzB$NbD zOH@xl@ysZ20SLLy!7$$EOTM0|DGiHFTzbg@6$ljtFJQ)}%mmQyTD0V6rEw})6flly z^Fu$tVA%F=v+ZV%g_JB^niM~eapRdG^GmI@3LF#7jPcKW`~J@ev{A{QSYXOb^5;eU zs+8jVre!Ir&){7b@1eMO0MG*#Xyzc|9gOP$N24BOPj1EJyulkp-~g5!4*;4lA;9Uj zP>m}ySwIocKf9q`#8H5C?!(<|RW3-FJk|iERuF7WGy}LWaw{SVA(Z{nFD~_Twq$Uu;A`K-Mhgl8s-w zS^lK`64)+2f(8GjqMpggNio1-fJ%-6Pdk{@26_asf4CLVIHWcjs)AiZ3`3^T>MP`| zc|Hk@#_}BN=cxWES2jcpD7qTPM%-rT5OXx1NnJ`qO^-q@eLW$o2L^BoGTwD`nT(6P zE|}t(d_0St;kVVGSV8Ya=*!*?qf#_P?#oE9(r!1N@)kgfRkT5mW>Q)LR&CDmBI-yW z5i^4%zbL_Wm;-2!^3k>0I8ka zWUp!8;tNbvUb^oKnO(aj&D z>pnFQGz8sZBijJ0-gB2bTg$X^IUT9svDp8{w`hP?jHWe&%0nLXbDvFh_%q#16K|v0 z2PN0bF2&P>ra_rGQZxjBEDlH-lSG4Puu5;A0YBm6KJKK78FkmV9Y_9v}ia z*~mE{S>UwG`n7Ad?pWP?4(F8#=>iY7LnPw>_}@(AYQBvd_nDcQ0pIik)y15GQ9#={ ze|L~boA_@XB}sr%_XQv!AnjU|;Vg#$tb$x!+f~kr4k#UUL zPJMXa)Mc&TRUyr@F~;El(>Cz>JxG<8h(de~PYz7_6fN-tz=Apwk774*TtPepp_* z<;OfM*Vj;LvbO33fOdr7z~cHmQ6te3)&eA<@m^1lDWTXGR{*`P8)AKWzdK(qV0>iu zYD2etu8^aHmfcwB&KEU{2;Epl!{#=gElTO;Xc)SFOgWVoHN!*g^l6>|*Z(69eOBjf z;yO+n$mA8({`lhqTRjFwuRC`;m3XzodO+jX2Yv|=!7nv>JQCxz-CD5iDupAr`3`(1 zY@>>Mk_*n;uf73`CZy}ir~?b(toi}vZ@ZcC%a33gt=7A=kAODAwQT!~Sgli`;Osey zf~VeDnxf12QXlBCBoHye&KFV7GCWSV&t7DUzI_rjWXCp736i5?qO1({$;2HI6BQq8 zicO(rk`&WuANi4YM_nhHSdE8$HOcm{dLYXST-X!f(qpbw8@X>5(ILt0+b<|cD=H87 z-Vrbv5w_`PW1fmm9!FrlDAXd*6RpTLE>w^-m;BUYKEL>b`N=^5rCLSk`c34~W2|bS7DRZ*Q-37rZPIC}tcaa1Bt?2ttGlzEr3a zh=w$B^$Q3H;C01?;*@pOAuGFolD2T#*zX#Ek>4;9gtQ8b!rCypAp;$3^yJ^HO~n$% zksTNG3QYlk0LjSbrW3$U_PZqvoe90d4h0_x2ZW$ArIjzt_JDYuOwF*tb0k$x4rJiZ zN5a=#EwyzCXTAa|3HSS)laeSocohj=K`E&A0VCqZQ}wMc1v8tN1KCZR_aZgwlPY19 zS(o3PDk~KF{L=wr~dvk+^s_;H}|z#auobHUuw9M6n~79=;#;u1P7lw zW8G1L0*}te_Z1&-o50(IgNn+6GO_Z0ShKv+wQt5<=e{=hWV|zkENT+D)EqBedI(UF zY|#KkB=iuK8J}b8#*I(!=Hbw;$KyRHDuO`1lW^}O03-1+4%b+Wt4Jay=P*O_4)&J{ zH)lD4F_lI2<&t9%Jghb^S#hZSmd}NDuv*Qnyd$!vvbJX@RjaRnJ|1@=V&pOO^_6#a z$kA@jU0$6JRv%DozQH{RcMw(tN2Hjoes{{2Lx6stbV*B3{cQCj&Nxwf3SZp2H|6Zw zc?+jVjqKFvAf6=*qo-W@buWt`(#!)o!3abL;{m6x6IkqE%OrOr)k5Gz5^(*uInDVn zNZ!5|x0U>+QH4B2-9;sao?BjNiv55dn6mvI4(L6jfuEi9ma_RAiF27Uhi+1Y?pyM}@#s#Qu{47U}%Q7v6JJ?~P9vz&2ak<5N z1%Cm;DnRv*^k47s5bQ}J`C>VCHe8L|h3VXoC@0bwj{r9-P4&;mAwW7NR2$|151CPL z&QJmqHE$%Os$L|dk{-4Mt`8*CgM8jP+>+A?W=1b>ZzO9c>`8)(B-wv5IjT(?)Og)b zusz=7w8^2w0}ar~Lht28gfdV9$yq3-Kr67pL+b)ujA*WUceuQr7S8uU!m94oMBeb* zPo|%Iu3xf_&*l5wp)VH$mIV)d$F@Tn{;N;U1HA-}cJ6L*!3ue3_CeJURGdI9U5jC< zb3G`v$qq@mGT!;NS1a2N10*DuX<|!0e}3RdxU?2D7$?B8Sr|saYD#eOf#=uxtU4bt zTq?dItASUyuUHDs;#00mO!c%KIPc7fzb66YqGNFE-vbjdT zK^rrHnD-EbhzktP5m{?}#(|QNJ4$^V3hgs{!XeyyqW!SdwqBPq&&2A%C=RofE5g1S zhar@fH!pnq-&EYbkAs&U-Cy=xQ$rEcpMy-oOH*~7VmrHGSe~7;K)YI2KhMKswcds5 z`s4ep>`rZmFC9K6&WMFNZdjQ_aEJVJ0-kZo35vY%$4E7)4&cU7l2qv7Ve6K6dg<@K zN5bu*OR^rLJB*I_u;z05hkg)Q{&Zcoj-mgY{1>4j3H3h z?}0)Si<5FZ3I144JGR<|UeBgEYCo@x-fp`JlHj_hY{LI{eka~?{~C*lUnswJ+-60` zYbK9!LNz=%;UHW@$S0O!37%p*QH?%LN?rIxIBFgL^A5)L9=b#28$Fwz^CHl6wmw-0%*b+ITY zSAD+(Nr>F|Z0{GqkQ(t9(*(4?_qA-C*EA4yGb2_}z|uA0O9> z=o*tE8s^-_M^D8&JB-$1c5QSyUl@iof$?L&eHl$_+1U8}K?zymZ(d%mx7hhNn8OZ8 z!@Q)Rr9TJio2L_bFw&FwS$qLh9@0eS)^`PFq7Oh_vu(R2Xe6~!ipzVxp(0zTvxIkh zP}H1-Q2~Mr?RCoopxw|)66PhANYA_~FtRUxW=Buhvv|u7kWn66PGSSBeQ!#0Y!pO| z3E4CP=(cnpPYyudhm`~LY3G<}@XmtGlHqEypwvn=j5Q=%NcVn=TA-PS6gqcIXR5=3wq7w3-HhZ8Y{i0h6g)wzsa{ zcgWAnL&{L&%%R{)W0c#;st(EeCc?r>dm%fW7zyB9z3z2xrjbiW8IP8KV`;)78AGu6K9IMo9KDBH_DL-AMsl79G$@8 z9md0}$RtGJf1Gu(m~WVQtKh5Xkf3jx>=1T)jmZE{Y0CYZ`JLC9JHbBcG1q~i)?K$l zAl1o1J%l1Dq;jGG~%w)8HUl4Nq!P{$$reY8Yi3_@qWoKmuv^I zpAi~#!`oZen~PrfcE30l}XOSQ%y z;#L<2JA1$XAv}Oi)fTn>rjE*Falgnif23XA7PnxMW7W8PS?%7V3m8l1c&9Qo}<;!G7Qwsp2?H(~>Z*Sc7kOnp5|a=y#yh5W|paLGZj95)f!|oxqgH z$jF)2lD^=LQSKkAulG61MQ9}#`nO@jJcf;;#r1~;&4%zWSHJN)y)$Uo4WY@zo`OYN zRGz^`CEVuaqKFY9Nd_`lO~b8G16A7F)2{F5o@x@U@0Ly@*T{tbT=!84eZ(5SGCqi7 z922dkqW-7hxN0&=%Eh{x=;m`J2XA)h4SdPtRSCU~oQlu8cU>+;{OC5KEp*;WbIFZ1 zaQk6b{w+}dR8?TA@!ZnE%JFqHVOwCE2=LJM5Gy(hR)Z>uf|*o;Ba(nPho}~!z@93H zcpb#l*I16jaK@wa#`oHxr_=nyf6uXq?u+OA7@`))gB{;OF|qU$aI+xxV)uV%URn*} zPNL^gAYv9zq)x18rv(ng&lb@H0%#{869Q&RW=m;yeW&s#zQj{nimgk>vKCLn=l@xH z3UDNG{Yjet{kz|10&i8_Jvl54wk)^qnBm7sJoq8s_n8vlL;#n0u^10Brf+9m^d6si z!Qr|g=sraBcGm5yt%t8jZ5}i>F+shfwerTU0_26YM1SIv3;KSFV zXjte!AU{SkQ)J*Bi!!%HNUtZ#6@xJy&~or=)>ZjOG{H}DqWJDY%Qt}JxiY# zqcmG6=GZ-quI=>A`wJ{3;u?K|sl^x_&vVdt=hhO+0|g*ZW`ISSkSdB>wm|E)E$}TK zxEvv)%twHIq${+=q$FIH=D8RvPg@_+`V$Mlwwi0 z_Y6Hd=N9f{{-X&iNiw+cKY5Z4H{QRx08@bd)e#aQl~}sArirN409@LxzTQ+l!%q*i z8Zu7cR>b2gkU6cVKbPTUkfN%;4TfdMKfdK3*Ud9sUeJ^yM#q54F}+shIia2& zbN!USXsPSE+I^=gzph1PUiMIDLV-+YLY`NatL`y-liN{U;Z7>lP0N`Bg-HDV{Sri? zWJ0@G*EcjY0iEqhZ><5#DVFXaiMB%&hFwQ4a40Tj|=yv zyA3LqHa3z?j1lrgljD^cWwY7YRkzNWJNHyXOjOh^XI%gj&FjWr0NPnMQ5eVP!097p z>6$$wau-PVX~<9onOVA340gG%^Bjg2CE&6#gjTOK;>aC20p+wGXHQ*2agNPhvbij* zeD%s*jhr&-x`-jFq-6EEXbLrN&k*gCLrMX!7mn6RZcg58)s+aEY~J{+l?>iE)w_R^ zrAs2*Bna5S=zv1JV4D?(DFzy%e3n@;yoGC{=^!y3WoO^C=~nVAhSGk!j7blV^?QhC z3RyAQv1l~_wS(&@*%=*b4_h)pOe5m}0((_k@Z(lWS;Fa?L@8>a8*TM0D zvP&^}(AA~S*Q98bf{pTT@~u1bk!6I+!^SWj zaj?^WWCDzueBQWAQO^Lx6~3^C-TK)G?R(oOU$Cx?h8VaL<4J_dGa?UQIGouk)NJh?FEE4A^)6pK$LfVR zh}f*2;DZNUb4)QBrE^8|aMn;4S(yW}+Gl7*()#UwU$*QXZ}_E6t$8S`>as4jC6v&n zj#J*E4wa!P=4=$S&0PwEJG884pEw9;JdD)Tb9mvH2VM4&pq(#_!w@Av_V_3cm01Y} zn2$IQVL8+5!fkZRPoJv2dBDfmoQ2@m@v1oe_13w5*S zn@smi!$#*bb>7>PQz^Lo+qZ8xx77hy$klW6^7a7ls%t~x@DMK5JjXXN)*!pwyl$>I z%PJX~dYzLnNXHFQfPDHyauo;1&I6|&6|$VT5`Ix}*x0sLU<^BW%Z2aOpHn-Uk#$BU z34~bODFPW7!>HFt66=1oX9-F(;(-GL&-wV??PnX8gZzONEM6Pd1ju1eIFdLK@IrXA z!=*L3K}yG_Hiv*bj>1ga8*-FbTnc}vCI5JcpH9-mx;B&~+9k`evw^>Ieb^@U>~WY7 zSpIDDj@FUNn92CC2-CQ#r!VLGIg;@RRvkhlH^5AwK^Hx^_Q8V(C7WP!L1+#A8?^H* zKPBsO!OYKquk5oZCG^S_5_*vC9K!C5+y{t$p-S_~&q3v)khM3;8XKjm``OWXsll3H zA?Qq9FU!g>z6wkz!8rzdQ#;*#^akDUUH8hcFuoo2&vv-@^tHKu{5XA%gQSA22)d!j zdnB|J5HJ6U7V!Gd;=HEO2%$iLBDx`jR!22_!(Rf_MwlmS0<4BF)kA>$UjX=?ARC#T zK{xz!cing|b_t^}X(^*i4i1RaRRXI2NJ?ooqe%e zbgz+OAH02|WrCeWce`Tg)qxlAhuH#FQE1UreZyt7t*~>V*2uAid_K@Ct5o;Eiv@!Q z$vw&Om_{9^YeAkLWZ8hYxvY=7erNCr0uBbn;J9WWZkOuL03oChptxAcyry5p2Xtc5mm z$B;$_(^g&Gl~A=R-AHptwE%e$pXNNu0w@wu=c3|32#_w$<|HA^Z7Z=CpykxW+y+%} z&lf9vv68%920V5nN;H#|1T>XmRI-z{FfKf(3?bjFOJn`4ho5onvHb={47n%(aL4NK zhZzzmtvzcN{Q8hEToFV#hGrl(57j}~1`6q=dD{1pahmEf^s*22^`RI9=Lc+~?HHN* z@!_jw7STL_VZRzf^LVv`XX`3p5)yeJLD!tapb7uv-e}Oy`U;rC(BaumsRgQA74q;Gyo)vqNpQ9KF(<5l5%5UQ1=$lQtz6zRIPiQ1aLOyOYu z@TLGA@wno2fSkDd=i4}cqO>TUgm)l$*@5hF*~3Gv6T9*R4hizeA!rn4t`|S&Kuqxv zKbImx$-fD&Wl1EMMSrybI%At&J_jcPDt9%$xLK2=oAC{CWvr6os=S;W|2GWazF?Di z4NAMekIzO$D8U!&yMd%9h*J|@7Zfgrq9?jwY9tx9LY9jDH1Wg@pXJ2HwsdK6{R{@r z#+_;@V=`wm&wJ2~bANXK?o&@xvE*^(2=zHd7$}a0tf35IcJ?^*++>#uNBV0Yc zm8PZ_)bW06;*+1mVcS!lNL~9Bc4KJO)Zkx3gZyT@MhkdQ32xVfb_@VO3^q2tojcV~ z5U8C!8^=xICKDL1Vodv^)e#m_!+`}qqYd@fuzvLgR^P9$AFC?`)e;IP3|tZpEotk) zzwY(9Q*kv&n;~Zd?iWfMKSMJ^B=@SJ_$6#D7J7PAg8Ls2^5Wniz!EkRu^=*NA390O zs4s67kBw#oAIMgN+bZ}A0^7D7M(_YVYrg>})!-(X z9`w->8$mrecc20IO!gDkS#%-lksBp^37q=sIhT5XdhJF z*857ej4Y1MvIH-_{aI~`VYk)LpF<-CgyB5m?l5yy01yu<|9!IaK&X>w6paVzwf$Cp z^V*+3w~?Nip&IuHdqOIdoIOMIz}wa9WLq7CvdHjBuEd>6W0#-bN?`V6cKz*dtZzoU zlzKkQB0-(EwEow&th!B9)Ndzhw^W&d`s9daF$`F0z&t`%vI2_`;8hRoI&ds&gzNr4 zY`u3pmhJxseATU?Qc7E;ffA9BhNNkwkddqwLL@@AN-6GAGBOfH(V&d1&{k$iwopm- z$R?im=e%@(f6w!Ju0Ou7`x~zFyw2-5KF4Rg2k%!nh3+t8e}OF4j+^!Ki$){FLanFwKQvVH)T*En!(`x}ayeOcCLQBpSLx`_SZpf98=b1v*Trfj5c@ zL-Gpu(dH6%R6p{YqIxK5Rhol`SN}#$r-tJia|&uMBC=IH0`NYl#{oy}huKtzpyC3F zK+-DQD8PBAM{#DxZ0_2o2dozkSXGxUU3;Fv4#saO7=Opa5qZA((bqlL$A?^ySlOqW zLmBP3OPHVEkE-$P^)OWNOa-i=+#T`GFG`<1PIOGth&X3%{*U{&oPuXrY{dqa(wg0S z{ni1IfPhY3CDp%?^e4);7e#qjOJRbYBnv|_Tg$V|ExvHswX1$h!TTq9!S{p4$>~s0 zSa;4s=C+tCF8SimCoC~ZxWO|FU}z*s6{e!LH$(T#7t-8(2w)#9ucB_yxjkvpq`*B9 z>^J?hb9cqNv1;}l9;D_&r8Nf`?O9gnIh<$rK%*^bfN}IEw8sS$QHGWL)ylxT6X?4d z-tsL^WT{-@)M9@rRl6P25{g4O5(xLlUike_7=Om`ckfH^Y2rr?VR;BQ1BX9m_E zG*C!>57Xv@rCT8UIPkL{9S8yF2ZWJ@?&XrPH-2+7s_)9pk7EJt5hM<+NrJTHo!wlGCA#e8wD&uNBvd6K&t3}2YCoh|=$Pl= zIK;k5t+ORz8R#BPP$Xi!)+e&n9{ zQmciPb1})>;%Jh&G8Zo+1I!BbTD-98X88#%r0J-6?~wx?iQpsmrNIlv^Gaw0#ELSN z87n2drDd3RAuC+u35Z&EC#mS-0!Gjrwj|H>62Xb^LUsw=WUIvI(tVxCQ{mxDN&KA9 zKoC!8ZSuvl!HKbXut&S`)r873rLhzy3IcqWTa+K6$B54xbO;;JSbN^ta|BEr=&C2_ z1$4pg`}xgo-uRhM{~bCsm>WL3dJnvjDDMZmbX5O;vw%gP?1{}m(b5xt@(Jhkx~5>w}B{#7?9#m?F`UfHcaB;GSWaZ8jz{G$h(>e%Rv&9 z4c5}qkN}KE1x?o=oE6I0^gDVf3r1Ejalz=#JVS*UTSKMiaxVp|!NDm#k{<~M+LD zM>Lk5nr!&8V}|0>r$x^lif)PrR4?3Q7l}Yze&}S?n>EQFi4vlEk%mn3?*cwZTD>$h zZUP01c>MGglhPP9C2eW!iBdGO__6Sou1odHK<$WqJc$)*)OxV;fX@<2*cr6uj*X-d zLI6zSn4!5&Jb%o|g(M}5zeKTDw(rk|hNda3@P1LfYhYNghcl}8u!IUQoA?#x)b?ph zU)A@qy^WJXTusflJXG3vouYnv+C9S7_)TWx&Y8QCi$Ix#o1Z=V7&|i)NAj|pY8m*^ ze*_v^6qeFd7*Xe#Nv*~bH`Z*QF})s^-$n$ZSy>1@gyBUq75!d_mlFQwny36%mGzVg z0Jmv|u(5t4ZgC@2PZcogjX=S9Wi<_+=oQ+~ZQA%^+<&#H`>b6%&W8+vK_`jn7+MFp zKdV%vtI3&V=N6}4KYj|%_z$AoqQ8oKrt1*~1|)n%Q^M%zRTG~6Vc)G0Yy=oY&8NYh zXX5+z0e?iYmCz=Vv3$-E8xMFRSY9faa{59S(x%|VdTNK$mVw3{sR#l#P6*L70&qK^ zK){JZW-yM}So)p5%S!0!$PUeMmyS;3#5i$a*v^*y#%Mk)Y69bk|4r z0jet9qp2Z0))=@q0XkobwoC-%&2o;dqb)`sgcM<*B1*X}Dk)MreB?k#9iWvKjHI!z zJFXKRQ|ODdhp*`3cyNI2XhMqZ z6V7G~SvM;N+*(BbtcnmKX+_^gkZ>&|G>v)_UlcW)NHi8b#pJKwfz7r0V2f zO@M|@Wj~2$Q&|hKkLxS`cbW=Zy*N=i3BAeY->9_oXr7EVUp-rqinMPCf`qJ;Uy;@j zGB>is!m*ydaZK8^xf9bKrQTi4)mYyxs#fVsr>TQ77jwhB2}f;w^5*l&(hMOlXVt=m zRroaN{EEc(gj`{@6wv4lm}kW*1i-GA7l-x{&^W`adE{V&#vA(t z#~DP~;UV_UI3+2W5`$<89SxGvBA~gwK4{7OI;ESIn^dDm=A}<5JF*K23=KxkjG{V` zO3*o&Uc%6FL1={*nKX5(6p7+EMQ`4$Sx0C_xXaUe(!_~MB*y4{fV~~8l+m_vYZ<(W zILXR6_dPr6#!8Ft)#+@2)3j~a86@<~k4-;2rJ%C1a$D!Z!cF!8&MxeP<>Fr^Sok9x#xKBp z$r+ze?mCvt=1Bfm!JYG)EwrhE-2kXfu8AZ^gDsBitnxq81Z1!lA%0<&)ZCHNIRt@L zuQ^fcE!d^rMW!`VhINQT)Zw)))aL4v*q>usJkC3VEyTx1izL*7a-cv_-+3n?TEOx% z8m=)AI zqiKlpzCiN9pmDcIS-N(b)l2#ulqAUG2?xW?2SY6874^2@mb#J`I~hHT3hjZGKbr*) z4xSgj*B3UX=2n@diQO#pZPtO(q^V- z1NsmB-kzW!IEsul`|8L4rJ_Y)ZL#qUQxTwI4U(?Fy_i{(Y|$%vE2VUmkVu<`$Sb_y zGwj?ATZixyPyXK-=*7RD5#b`y2Ks4z2D$&R&z4{vUK4NXnZ(2EfU|Y@inHk&F!)VzgFK z_ni8<=$(eDuNZrW4b{&q=m|bYiv|fY%U${7$J%$~=0liCDb%U?m^yDb^1ne_*pi{N`M3cyZUaA4rdPz*Fd}yN>i3+u7Fg9 zSl)O2C~6`SDZgC&mmT`{8CA%zhH@7pi^uR25fLv{Ae3|*AURZ{RH|T{Q{Rzg=&gcXaP;9os^nygoP#QvY5?Mi*!Ks`Xk;Wom=NHbN4= z-!*3q7sbo2e-W}5Onb@tpghlbC98{UnAyGY|D(z%U{S$8VS@i23pC``pLm}>Rb@I8lyVm1DMH{mfRso!Cysy< zeR_jEO*I|t?Ck0YK8n{nhu-p6(h@&5oPKZpXLz9C(PWkqH5Zb6qqfj(&SQ7eM>Zv60*se07sO0r{d*)X;%qgI9dZP410)h4KwfAd&zv%A z!@RPxis>G*Qi6yA=P*1ePI^eEA@&s=_vCZY{2R@tkERax z$iGmw0bEVe1HjAMkFBFxe&d8OmU5-*hRLk99CibDcLO%LpE4bIG~~kpijs-RYfHY4 zzMn_)5Gq!iJ28j$zD1)6{JMLwhLCXX#?<(DkpWh?OQ?!bl*NGHd@)=-={ojdf7Wu>i4Zm z#^O5)B7+yu=F4w9Z{pFEBR#hxvW-5>AYc3rKA?d;eTbDx-mzN^@w zYl){to`B>5hBr~(>}axvf)e0e-2nDMT5>;jAPOH!^fZBYB5)9a zpD_nIWTTJA(A!=UhZfpHASg-e6MCocMnNh{p1P#zVD}O;GEGt1-@Q7eDEcLk&J zvFqIgu%-OVuJA(yOg9`I)W)I}Za5hzR4Ofuo)v9a%Iq->Krx}-mi2h!m1$UyNW)6; z?NWzp;m9UcN8~*JXCTVh!=Q62v~1gh{qi|^B97C=#2Sl*pakMzJ5El~v{(Tyk0)FF zwfQqcAt8OC|Iq}i>2}9gO<3aaW2OZ}8+t~{%+}oxdU;|!$N4+);`BJ~ZtqP9IgSoAUCZLav~RS*tR^4x!)v{_@E?Ag)25~qt_3bN)Npq0oT zC9U;YWy^XIy+T|9eGuw8k-S}tX&muMa$dHvpATeFQU)gx%s zb@T>ovR%jYu2Z;Vt3`J~Ar1TtD=tWKV=nCF<%P*gI;lvICNU^k57eW)@T~4(az?By zloK}qDtf5Q-jcg!&gOr7P@tzpXt8WdzwMaw)ei{Sm{9sw5^?@-8fe9fVn-bmA1L$Q zM2q<6-!_Wklo`k+0!Fe|BY6ZTaCEUu^p<1v^?C?AzQ3G#D|>LPw~j2+ z&lG9>y2i+4)S=+>{s)GJ3uW~dO6;D(c}o8lOLaEJCM)+)44exAExu%9@C?OvjBIEf_lGiTVUKg<08_%f`lMkeIV*j-p(aMkI?+V+HdS* zk}>>AIt>&LsF_t)uv<@d*y=lY1ovFa%F4nn0SNjI6=HBIK_&W`=3@Z?T0g3=KjANs zN{|H9!Ni2CNV9#2Kfugi5+>6P8Eh^Zp8h2S_?a^?L1RCf)|+|G0yS&U2f~nPFp!4z z7$P$$caqeS$3{@YEDCaH5=45$w@%9_Y36cNPQXrSU}^=->pjGFbJR>^Y$|0~P~%8^ zJoqM%eUTjjt{|?}TQd})ViP? z-y0(FL=7T^Z0f%d!|!nYNabR5?#acE+JaPEoFyqlz7Cd8HzNxpnoFo zMKBhaDK=7<0w~Ty1`EkJ3|0MPM-FT{_3De}IJwSpUTL+Y2gP?TjK#F4=thx8h&j$c z6nDjFHxk?x@Rc(CX0+6STqNNpa?e7y;x2%d=Y@Bh?kHVKA0Xv&-kw}fCq+ev?|g0| zS9lwkw%TCN4cGoFg~N#tz0QWno*M!S-YJ%)@7dAR&mn8>QcWiD~7Xh=^$*7yw;zw1ET!aSU3(enV#4 zlcn52n8*``tLGOK6vyHOFkH-Uxu=uI<|tF)SpBCJlETA8QT=pkEN=)w z^U2NxmywhG?-QZ?c8vgJ3Uq-BGtyE@*$bv-F3@s(PQNdE|@;K_h@~rL6*XdkzTa(cGs7PWe zHB=R>zal3o-j76}T-+Gu1RceZf8}?k5D?=cEbq2Bu`TcL%ajJcO@Q(MoxS9;BdVVk ziK!M^6rQnCK@dzeR^dcuPp?HF#r*kwJ3xN-#YCrM@S2BuV`HbWyjHGLPaAPjzHxam zB}%GG7cNwaIhplGi!h>l!2^nH2F?rZl^YM)i*+w#pn$=P?W- zsMQzH5JeQHx4&a9jQtB!jcqL)u5-A#Yrjny z3+zh+Ki_9y<$vqeRlr!RGWzN^>cWQB#-KxZF#gzOa1dLY;>WJ_B9mItVPWcQ1r|Uq z-oE}aA>0Z%*5ksgfuFo&rNg{Zq{pV&n(U0gZ}tCXi^NL=C6SGZq2CTa)NA*@(RC9I zsNgfL?2DM!`b~*>KljgiY5W;^6>OTX4DL9 zRIDgFMr_Ev$WEp8%)<6S2 zjgHVf?e7PHbwj@T*741|cbnF<<9M5@If^-)6euW!-34xdfVe;_oyLfoo72+=YlD}CI;pHK|wL2!wp+w zMel16{s)L_ed~6#;G0TxPkzC>!zjzH5mA(Q>bQ*_EC*AJkD4&Ayvnz=&3BM_RujGd z6PDR=MFh0zfg|+Ah4ZJo;nH7HolvmQKRxSg{ABvAsj1=|s1C;U99}-$QuCSn> z1T4m5TcDD2AEpP6ubUTT$ODhGqnYN>U<7}4Y^ke@0HuU({4-j~e%G!oRislMA^rjE zHt^565lm&|uKue@)3j9dzuC{}mYb)W5ZuS|Q1&3Z82YP(04CE0n#e#4nfUFCH=SmL z!=LA5*OXwWG}kQeH7EtYB_(A5Sp?;wOl{T#*k<`-N^@vS+sBCWH0~xNm3T>g5x{eh z#HxXT5B!_tnT|siRVklLrI^Q5mG?8B!7VAz`x|~=)foPDzySzXR(3$t2-Yf#4b0)3 z1}QYqwC;WE6A#)0>o1XR+o&)2DjpZ2ka++I?R-Z!lu>~Oju=4d_!ff@^#{baDetAk zK4L^iga{aK(CkDJ$~z&@k*{e2=vgAsfNsWp8;P^P4R+Zw<}9NVq@e()PUiFu*XV-E z{1gA*XOqiMh;}T~37%zbs9h%Sa0<)R1>m8Q?;x4wl-6$DKtyjcm0%F6`5^LD5*rs1 zf(LxSwP>9chf^A9!}9+i)S(|v{5K9)os9BQNIsY=$J}PS8a+I8*h`MeXRB=Z%n;_r zsB!mS^dQ?ykoCEGRSQ$C%U_s-&+7XBx{gI{wc8rIO{supPAPYFZ`AFp1O?xH5%AlX znypgh{5wDG^#q$i>VY@^2Hojrx&G@ggjj-#QkKv&Sf#>XM%>pOs$4I$rFu-n$X$X` z8;G%`C9xk)@tug5T$qQH;;n^9wh>?cVZG2K!K=EuA{FTc07Y-`$GH5`kAgK4~wXqj9P`5>PBD%0Fa-`kTXPqx?Jgqh;iC0oe(2_~G) zn4SZu>2ClB7#aeN4whzNbgg;lYFSyCOg2ykr+$5fGTv?Gz*o(Qy05JJtnA$i;N>U0 zQ&zY(X71Y?Fn+v>aS^E^MY%j=t`hzKT=bf?aY4)rkC;xSzuLtte5C(&Q)#_Iv zZ4ELQoB)mixsx5L6INONZ%tIe*sz}3IobU|KQ-&BoYm7;EhC= zAv?^N_kgBnXQP+lC{>81>%Tb79-NM@e6<50-Grga+~QdxINW(p5kpASDVmRlm{YOk zVOMip+6sZUf=i6n30>Ig?XU9{*zBKB#ZWjFDHA(-4gzfu>63JQ4$mF^%lhd}$wV5B z?Ss%!cpLPC2ht8WzV$j7cx~w|*;e0R0D2DM5@Tctr68ESVuAoN?c9yoAmTo9$Vmf@ z_uy@9=x~5AT*DQIJx>WZjfQbLARr!eD7YULWeS#*BMPU->4H=_Az~)V4*pt^z7a_E zu0=xw0~<9^C%I*AoYIW5gV=G!QYfz~o-?PgRjgOKUHKbz#Lu@6GzCUPv;+q*T(XPH zihWVzmQ{Dq=aI+-7!)dH{kfOVBe*KcSmmG99HDn}+N#$-wNVLKEw!b3!WS&kg~snL zkK2nJFXs^!2{4K89fyI+6WDiN&J`9lB;%kwzBPm5s=KV`b4#E-fCL+wrdKSR7++qc-6$;BMX$vY%iQKnW&>_sClU4X zyv3^|#Nst0i?r5b^sDjy7LN_bySFjfMNu%$*eg0^)i~W`CA)WxRfBJM(jZJvbQ)G{ z9btH9xvz^j;dX~B9mUg1MUY=lpArxd?n}80rUc32?9Gw~l2Y>YFV*HwIz8>Hd$u;u z-s~2guoBjFHH+vj+|^GME)mk^$3MP~O8NM=*#4sUg`U$R8gA@kI5m99zU)PHCfy9YrHf;`uqh@zzLt?g3so)YnTTA&a3M!;8%mjq+*El&?u*?#@+yd z){6Q)5d2Wta!xGz5oDdJ)+9N8(R|rXx$Mld0xMT<%#Bw%VRXeQ;qBYEjp&AI1GKxN zKWBUc`gdP26`6W_l65L4Ea?vKsQZpi0eQY%je+U{WRleSodM*UQ?dm*q|o>`=$8=? zcw4xaiA4Usxke=c?Nu9#Z@n;Gu%L+dq=JJ(L2+*Gjdc?AaL%RI3yP-50aDFgF3Z>M z*dY+$>w6?5;xKe^tW)(iK~eqmr(N?LG*&`i3WuXAG6dTX0)f9S@>;4Q?)>w~I!e{q z?jm5EzuxhloK}`3k_#bh*8}|o%M|-v2LA~2fqnbiNbePH!&+d9=E#g-h9l3;p@) z79y*2_B?<#!VH4hY-@||%0+q$X`v~%Yhcz(xQG|A(&$Q2*ytF5G=lcer=%xCxCkR7 zBcYWmjWS{ z=`P-Hoa(z!YP`+j7xPRCgV*je6`}DzYwMFAJLj*??B-A!1SG{4zT&SMzKTjeJ^Xqi zH06|lm=x;UkQ*-v_WBlB_+2;(+3ifyM_N}1R$UPkidFlaK^q=Kx@VDH|KkS(Gr`&y zP=q`$wZ=0X*`u+gldWx{$`hiR;{ttsBUj#@rgt;q1x)Eb?^A|6$7sK&-wmF!=5b*M zGpqjG&dzi>UqkVI`9ujxk09uSsV1w&%rUfty6R7AG-@|A;95l1Mdlv`u{RBEeOrHU zbMK(<3Ne>$lz$;T?`d}%)eZ5^*ftYfOh`!xMVu4jbL&g5F$LTmwO>eASJ!D`!2q#Q ziU)o_&9>PLY*!jtsvRlu1b1o|ePnHr{OHB;v9}eMgyEj>pZ=rA9XFg-7_1kI(l+#e zch%oAL(}V9g7V~L_PHvFrYrQVwskn+Ay?#63|gvF;Rpd#l6}p_n$oL_i&~RO1TUlij^vpqKeC6GxffE*duL5EnGT+( z7CZk1ZdoohHT6QF{MAK`wpU0E85A;TlGt9zUXQ%8P>9K`$&;QX4w;}sfURt_I^?cbL6b0KVA8k^%>(x=ygt6eq8?f{LHS+3SP z0Y(?nIK$U%f{-40C4=X`8iNO*P_=MGki`l3`kJWGI?N|dR@?-kCZa825VDVE6JTP( zJi-LO@+CsME(C;Epk3s^=OBHq9TiL>v2$9kZ?M#jDXs-x-ejUV(lJR$Kp-(ABC`9m zX_JNo@9Q+%ueT7(CC&U!zvfbJoUyLu>l&_w{1(+s4jDg=nSPZK5>gzj{RdLE`|mG* zeKDwG&;7k$PtWK#E?8vxo_nZ2Vu$+O-7lff=dR@Lw8mXxvZTg#D0^&6y_#FUTKw)f zRrixje}kKqZU^*Zd3KDz#TOM*1M`z9e)0 zi%I)rmR;f1wr+VfHL9n1$7j@I{;a-(EE7Zo0gY?oPep`l+3o(xD7jjWc6LH!4@bZ* zyY_%Ex33;56S;h4hd(B)-LdE2pbLlb84H&*`nWyXkhe6*>XlQw;!tmp>h{WK>MuQY z@7&G*{q$)5NZ(iC1;*F%@|M7TyS41FabL9N!xnR$fSBu{BCseu-EZ~w&&#a=0&uU& z)DkdsHRU^+O7nsZ?s7W>>P^dD)LT0wwrqQOYDDxptvJNi#4}G_9+~X3Ilu6we~_uM z!u+)_I2Pc$Gi^60ENK0>Z7|m`5)NfPTLWTK@2$F4d*$7gD3jY#x%+xYnIlU#?*$$TbuLmf6pDV@w>4iqc@mS@81Q$?>D++t*U%^epj7e*?|~G+uun` zL#;awMQ@(=2+!V=ujRY8{+wYdpSe#Ru)Z@35*7O{WIsX+0YYI}VARj%<$Z|!q`B!~ zTnRiyqtRR!g3&iYs4<8lSq!p+r4fOiXrN_Aj~4YCFdZhnEpCIEued%hrC2S;0!v?3 z)3EBMxba37NA`@ZHw6Ul?e)LP*Ejq;SSr73#@*eDTO4mjEm|GoGL#2%hMIt`-?>|# z0VC6hCfi6+-mLL8{prpMk^Mh-8sG6MUrp6hKNzf$YoWKYoMjDRdvmL~M|A=aBO(dX54jk^VA5D**Di6zNiF??%r=_7*-B1H zDc(m+@BRIo!bfzBcVFl~Q*(}EM6VFo%I4vg?@CHe~I z_H0@`EIH+Xvg{*A@_c!o{I;JmI_wO`gUHS8e!-I0mpFg?y>`dzi$yo~1s{45Zv@R_ zk9{|{ty4aN##oWpoH?FGz3tLxuN2(Mzuz)Yb;G3SbH)q_g`fQ|&*u+Z|M4)c5LcSz7#7cM`eF<0#TXTuFn-D>Tx zr%iZvLcBrV3zErKcw4`7P`jIb}9!3CespUE460Un4AESp2m&;5n&^D^0h z;Dy7os}tbiZjccfvp=e;s>>%oUn(2sn3f`L!%vZS3jXS7Nq`)8n0|tVZsXf|Q5jBA zIteh6%HP9%J<`q1v|g$4u1}utq$ai&hdlL8w^5UTpJ#e?Ae|8Jlb@=5F2B%lUb3Dkxr8-=AL+b0g?O)H<8ws+~z@ z5YHO>E_01^>gJC=PNR+>b)5#bKIVi8+Gdgw1JhBs?>Wdbrbv|;`r+`fGb%%USmO*r z<&EdxXETkVV09V=D=gy^-^>zVK9$(wt(L}|tN!%n{=1;4qi&gLOp$4&)?njnURRvi zpbUa94leAdqvofATSd?*YtJ(5{C6CTGoj@la5q{jKVdLHz{pssvok`s?Rz$#_x7n1 z#$8+?zx}haLsN;rW1r}h4W}EI?~?aSd*}<2LFVb*W)BjNt0`2BV}-}p{f+DdB_=0g z>(pa90fX$a=N5!0}f3bOeg0I+ex1&Qw1|!4aL-sVKdbQ zohk%5U@cnb^i1+}w2RD|e2&ErHs$&rIhr3oam4HD`h=+-O}icVb<#^jlGZxez0H1h z!qnIyrFDIu#FRxc$BpZ5uG0Hg z#Gf8}5n-;)^Nn*(?z)!|MeV$Q+Ux~qBNb069lyZ?du}lQr0ZSqGgEg)N61XbJ`fN! z74;z?#QQOHKVQ7&6<5tMIy+x1+b3&!uTd=4#>D3J{GwDF^`54JFPojTloYID4K$Na z1a*hhDC7oeJGbnbr|33#gJPD3Z=_pBBIl=N{7G+az^}dT|N;~ zkd>L|I<|u~dWz(&2`@!*p$9CMPy72|i|%@&H7}42yQkm{;*x(f*5`dx9ncBrE;lJU z=_ZVZYiFmn-ZFHK;Obmd@;J=!zW!$9pfS6=y?nMfw!qcq%rMp9-&8T|=sKFgc_nmHy<6Ouhk?^JoNgC=`*y%ESp;DTIeXwDG->yS zb~tm+LK(J*GDGg;mskL%m!h5BgRudbpKo#4UPHTk}y)bZ2*uA=^DwbubwkD z8)g}9O_;+mzqjSo$ih#b1Rs5TtgGf8VPjHwvj6^lg$4we}Le^f>Q>TpI-8|?1x<1e;v&#E^uIJ8Oipe!?qg~4oH7Dcd3YPxw=D3$` z9a(kD%{4kbT5n{?u<;`A@WYurM`e@tsq&v$w=R;CCo<5`&iI3e+~unQqR*ckFS(#B zCY7te&)=_Y-)9Mp;r8uZA3hlCT=|*5W$VhVh7~DKk5BY`>m7AhKBKinbbX14vKqHl z%C{*o#wtUnGN11~88BlUYw5XDaTBa2o}I{A?|g$vO*r1#*C=Z13!r;#c&rltl5Zh_ZR_0!JC@|;bUxs|$9aQ8y-S3yBjMU*R^r!p7Ke4R&CQ!=+L9Of?UZOa;$Y`&^sMXSqhMao(QuL^I3&%;JnN)-k^4)qm!*{i@h3bL|fc7TL8=cjcR< z{F23bAVXi_B~IIao|vP?uRDrfAqea#)eUh)NfeM+tnrq8mNAA~`wn01Kf`mnzbm&^ zrEZ4FG2>0V#wqo4W8`P>82qZx#PBk;;_MG=v{NE7Tpwx~r#CE-cxJNigZqvrUuWdy zOG#+U44tqdeHr&lZ>Dkit3qP~fn6lmH@9Bh;3?n4sl5Za`WE4=m~C`bIl1BfyPP5^ z=@ADX2TLM)ACfzMzr*unXlTT;O$T#6aOO{&r1|pfKLYk<+6iZ9H(QmZ1f zI%rcB$BZz5zyy@N#!qh>xjN`&1*+1N?{qK)ghqRiC;9DO=E=A#)mEO2lIN3>m>GFb z2|?~l?Bb@_?agmEv5@6~fSbFOONdo`~qo2DP&M!+dxa>!whpcWz;z zS;;gNu?V}i&>)A1M{8euaC$6Q4g+|&cZ__QFMe+Aj%d_dxd8>mu;E@y{iNaT;q0~W zLde0PDBh^Iv$(jnZv!NSYFCbDcl}sWsYR6BoZnGtSycIH&G`%bM2tj<+WnF5Fv(J9b1@vhVWk z8l5A24-E~OZoP++Yi8=@flu;nePFG3XK$UDypluPdu~ywVTh{oF6p;NkK~<#`$K-n zq^K=t+?ktIRZJ1djo)6)Av15z90Bd8whd5*m4QYx(T#|P_jaD)qO_mf;{VH_G=K%3 zVY?ak#^RQZP2U^5G2urUm$U+(+ah1Pa|Q8{hJTbC|Je2o!7&LLppaK#nZ^Ro>3Hml z`|m;UDcDHo&fO@j$9dKqcjaw9r^hSpgF=SyGs~WlsvpOA%nrZfV#&>UmofLn0*-~R z_V|VH^?OfRL?YbKu*`|Rjk2!KyWg)^W-1gd zq6|6XMt|+9c0Td#(B-en+x_L3j=J%^*?eN1u9{~c^|Vm(eY)z7mtD*9QpT~OztM(z zU3lRm_X+Sx!8aQ9|9qRq5^-0`TWzkd* zcXmheEM}iupzRYA^RiuF_DFwr{Of72Jwx{W;xUe{&=VC}wyaqH1@DAhPZ`Q&g8f2t zd!LGn3#MR5sS#&zZ6VQKBadFZxHcI*-!%r$Q`Xj6p;cKa{`Q|~&@L$gf=4H1=PqP~ z=gUQ3aj>IE$IF^g%K+U~qT-+SR4!?h?#jM$BkatpKbdF$p|UO|rM8#jg^mc{c$T~N zSm5v|hqCBgh%Q54z#P5$`iYAWrmS<7HSgwp3xVJri`8EX5Y>#WA{*BqyVTuyKcaEv z0Z8-=z7?x#Z?4v*hM{8*-gxPg1F{?}_bJTbq`Y_MO)5`;TtOq&O^B42_t(vuW9T{% zb@h*AkHAJIQDrSUrc?CoZEvTaA2!&Y_KcN(x|evUz?ZqD++%^e!W%k%Sd)FDRi)iu zP$Aa~ACZ(>G7jsC*D#BpJLs9kjp=;PeB`ae>ma+7-oF0u)go}B(3~(Uo$jbhAHeMT55&KbEqNG-uG6r=c#BWVkuF4rE*i@GnI8o?+}&5sePtfW(k|}flO-@M z{4%!o0D1{#u@@DNwlO7@+dfdb8LFP;Iqr-+|< zeDZ!w3Nc3h3`rOg#qR-6gtjd<3*_o&HT5#jC3+L+Tt0wtzs;VM6)0Dhy1%K$aFb(k zX54Nrn9IeOm)4RDFN<~Q3~nnA32rQC?Z?rEzi<>18H~Xql&6$@X@#Y9bBtp@?(r?? zX2|pT2Z#t&40dzcY8RAc8KQ$R*eO4h*?*?-^FE}ZGh7Yno!wWzG|~x}(-Fcvl7Q)a@VW%ByLITu(I{|5 z%wsv3wI{b>ta~@}2)62lah_lvlVGYqZ{QrO6u{}vRj+=o1&9g$*xLYHdSMHD`Z0$iX!GVy+hsApc)b-bd&ki1f_nImP_U-5SPc(p5{>=zMb>6^>KL z>fdF>nD($VOgR=Vm)kY&V$tD=$hM$yr;7c-X?>shyKwcK57Zk6H709xpdo5>C<~#4 zeiYq>Cekv)@zY3r2+BefUyF-1$kLhSYZaq^6f z0^d^?3Wy;hiOrcfpA2BpHYMe3@O#uSO*vn^nz@PVkF~{wHtQ-e-3P#fc2xV@i{y%| z=zKY;tq*`Z;~36B;S~0^Uy7611b>T}roi@TH0=F#$9sy2p#t6#ce=eyfO*TAZAgoH z%y=dr$TGk=C;>K5QTVoH7Wqd51h$N%bpH&&JGYn=)r{`F$qr=eu)41yH^j(xYT&hB z)#=GNgrBRjx1`*cr_QOI9DbPkbU1Z>K_lXOc6yEd_bW8?Qd8Sz!RYR|f1^)~aU~`s zyFjs?ZY#{(jE27VyvpoNws4A?>ME9brcnUXhrXfM%nFfhGhbKkreAXZ_-*CqwGzkP zUsFwH{)iPI^3*5l-o&gKhQoi_i%zodkn1wZJXIW>(nd~zy5y4rPvW5AOsuTZaMPK`2FDh0jYf%0V7c?2}%Hz{? zzAZAjt(au?_uX@L{7u7n>HZOb7fMfe6$=~e-rrcTIcnH>D0BMaNJO1Yw&!Z7tp(T! zliGV{yDYJINNib3Ha#u$m4~Ea*{ZC!IsQD0q;d((>QoDKC$GobKcXoZOWUlgJ zKgYt=5mct1$-{V*kvYa34b$U=GH0H|LNikTOx*=)1p%i>?w=U=DMO2<7!&en#H^fp zYg4Fvk!k3WBmJ#R2z(*j77%j$tDaejNPmW($sb2bq>F`yGB?@gt>gLd;bl9!8!Kid zpFWFb8mU8BP+=eI)syCI58^6XPg<5f?P zCBh{=`l7ZcRe2Z%39Ln>e?&sUta82S3sz&9_|QglV}AcsoToqgxh%6BI@A!2-0h*6 ztvBCzKAhqJQP4KN8L}RiW=@y?_5dPSx^!Jz{wu;q^MydNql8=yGf617S4lZ=^%u8)$%h-+u*@ zd;e(mdAr)`$0ff|kzM|d!U6&UR;4m$R9E*(Jl}^d(WcYygIwt%tjX)Bj&U0ux!?mt zp8@i?qKCil?+LmCG?a!f4T6B4+f>0IU|2I_6nSX=(0__NW|Oo0C(a1ibb4}?)Jhd! zYnwk0uZNg7G4INKk-kAWSi0;Z_eEF8<_QZ6D-)oE=@%41gC`M)p>>5%MU-Q2e?=01 zZYri|GUWPuU=2ISj0ZTVQhVKVSg|gc>hWAgNMgT|!sIQMT8Pcb!Bps&7O5d%7GQ@8%}l1Dt4 z>MG2wROZy3AOB8$sI45bKB!r9{R;VuY0QIUIsYyFJ>oDo+jbr)ov`eBY3<-mnuEQ% zV~yOxjjno-58GrNdF;&LKFh7VV)7WMm&QWktSDD(XrAw-%i zxZmu}*D3fcm4quYnF`qCb@WtMX`a9h!FJ$fc-1@Ff!_39y zqShHH9gpRmBk*USu*fJdsAKz)BUZ7xabbX66$!`PT$}ADgkh(;K^Qbk&&^@4vMaok z?o)n@&R?FjCH8f(S~rNF~o#fA|r z-FH$$&$;uh6Ky}885Kzhd?CS2 zRknWs9(m5h4%Q_cQLpk~MA7~#8@lEXiKqj4;R{bz&}CWYL}b5mOb?wbh5a>kUWLg9 zw9w%D>*}oJHCoCRz*thZ_smV5bi2p=F$f8CG)`ux{STG|Dw~xT1s!~RFx4>j@P}DL z2lo7XdZ4~QkDYUATuQGy{1Y(_Cu$n<1b-+yHrX+koqXl`ihp!XI*$w;NVZhJvhaU@ zf&$eP6$ii2S*dl*lF%&w^~v}hhufPsH#fDVghVWp`jXYm{Dc)p1u;T~FOD8yIHGl# ze_nbTXn@`ScEr8AG*kWiyWY-3Nz>O8ht4Q@xs|f_vH{|$F_G#ONoYL@afsWV`H9@* zD|})}<_(ppA3hYJwCY=FU!r2wAKXKmzkX(Rrk?^WN?3 zj$MqVaC?FB-t`S%9yhyY5e72zfYP4sv|Y@HuicEjAPBT0Rt)BNw-TWU$+bl00M2YK zTc$6;@}LD@=+;(_)=v>8CQM&0(4~q_@?wqK73|NE>5YDMM}eQvetyLnG9B)&gp)&& zY6gc0QmX~wOAk<2EgV8JvC`H*-peITp*xVXavq3s$*cDjQAS^1V#B|Sgsv=E17^1C z;~OiZq|95s3kh9KWPX(;(-1F`JH?i#LyzfGYhM=6jR%v)2E*x4yqRU5O>CUV)1mhbXD!Oe6h?vt2q(*jgD>C>j9 zGRnGg{*rE))FFF)5exonsV=ogVt5X-_xg4~i*CXqpwo0c`yZAUJ<{oY>MiPvRO+#T zb$oGh9B`g!4+cz-(OJGD#cY6Wyx+Z(^T zC>-07!A1deEWi|nUff}sBL`s$CEKjfETffKaTPyo;Tt04V9rIK7jszobWQ{IWm+J+Y_mYc} z8>?+R_<%~(h!fSf)nrhK`0==zJWUg8Zv*AGhlD@D46w!68p)D6)J>M$YPL@G3kl(^ zozAS($t?W+w1xcCJz?)hZf=BvVyYrwx@d-(>xH90>HQ4^=pmw;-tv7!L|WYD9x$lI zPw&ot>k+`*mc~T<=|{+FpZ=n$4fX8LbB|yJ__owtJa@`|i20St!Ztq@qTHTc!FI_g zNp{@0kpPV*g=DUt;iMcBWBlmwj?p3JsA9?1t(bIJ5b)UKDr;{7#plM8sv|j^k=6{< z5e^?Xj1%G@!VW=}t}Kw)4H}3@6=baXOwl?5_{wCJA$y5t21(^o0}U!NCwsIWuRAck=6Se}-i%n5w+Al5m^9x&Jq-~NN=%@Zs^ANe3Eq?AKx+1RE~W#!*(LkB%o`F$96PseJHHh|OC_m}Pzv^FR2rO@)`a?CQJ2 z&V6Smx*3~Lf@PZ{8y4K;#6HVwCsX`FD(VZRFO|y7Z%4^bB4Ib$;#2vc^;i9}jlCkm z+cR%WUmWkVIiqT4h9ky*nPW%F)ujl)=-CS>0`2*<6>{A^=^V3|don?)-VuoW;ec+IR4IME`UbElovY(pA!mYPFN$xQ>UWDY(p2gwIyWj)mvD|g$ z;E73J@Zp&?E7XF0V#=MGcYOZ3onDta9~-#3mjB(~)_A;oAZ~=xr?>Sp$dSq|%4?ow zHV|tP@&=UyTSxlu3hoUB-W;9<(^T2*sSU?VMNO+W4W(?&RXI@sahl3(??295%;(+zv{GH-QURP45l2^Pd5t-{l+5nmuyVzABk(xAyuJ5Bz=UZ2pw0W0 zZ3X_1_-4{bOc?n9|RN~JKxTO^I6iNMCMlA-HZzoeR`T#etFdBq=I;%=MXh} zaqHjjc|PSMSagHm`9`D3PKFS;AUG+tz`f-Dn5Y19L%SQ1Aa+8$2J*W3%`~;%=<@w%IV;v)ng-G@_5Y51??N?16+v~>p@jmb? zk+Q&|McdV44O3 ziEP`+@R!xoxME^PzOYlHtIIz!ADOjU3=dDzTu}e?^>(Sg7I9rb*#2AWbV^VD7ma&z z`TPvl6d8JgtEUI4B+jt|{|qK$K@zRsaps8zw%b0`4utrKgz{^Ui#or934glW=)d<{ z@sV4w>-X;@K*yjj^N_4=KrusvFy7pTC`CnS58&~nnjp|i@^*zXzyEdZ^fr87U&spx zCSDu>N4J@%ci5+bf)u$jY^|Zf|0>LRf2>=#t{WgS7@qDXL!DS) z4s08Xc41Yd{f0RP65dxwXMq2cE1JG1E^8zWLj1x+HkmYINin>DBe5P=p%3j5$BxxA zQgkiv*jWfkeMvRnxhtq%7;00g!OT6qn2A=`Q*1fZ&C0+n?RRu^ylk}{VzVQV=Y5D6 zL+&K})Xu7iH&PDjVOPO!Bft6nH12boQj*Jl8|k+3T$o>^20dl=Jq9=9x%|suGM5BO zzM^&dP7fm;py6>kw1@-XuZ=q1A2AX12{I}nm-b)~Cy7L4_@_zx0aTU_N7wBG#0bdX zbANo9i*)3{v|CuaBKwa%gXm+iJgyLOu1_mgF9vYYiEy!#_?*Mh$=fhnjNJ+7 z$`7;P^G41#Ry(dfyI|q!7=kT#oI)!ccCwF&8bh8$WV42VbsTib2ZmXhSTIsB{zRt& z8DYU(<5eHwoJj}Vg~EAj4$l4+$lf?7DIlOov2Eh`n>EbB*Ajzaz-(F9)}+$e^X8ds zzK7l)X)ytlCXx$e))(8?T+)8JeMH&8{}WI|b!Yp`lzCL4*RI1G?>L_cgA51KVm7`G zQV|hA7N-cN#QvaceW%tWUw*W&AeRR1_Oz-rpsAb6p5Dc~gKufW#bisheqx!|;^SMs z@9-Sd?h82y3{AjD-&R1Sd6}D+tKWrAE9vKBWk3j6r|lH_Ypa~~k}dUp%x=Tx-Zv5^ z2!@r+yDhb%7=fx9sg9fN)G3A(ccH+)|A;%fzxIyzcKAy15&$E-3d?b;8ewp>_wU8QU;GdHmej6j=Df<#r zA50Jud|vVeKYRq#^ZtGrlvMPa7{Vl3RIZ16r>bu^SukR@IEdROuTdWZ=8_&sYjpFp zg0pf}6lltf?&xSUb0oOCFZ-zafvE9mO%EO}+Jf3JY2=xv5Qu5-;{=v^4V7k%XfDrN zd!lSDp}@^55@Yy@=0(rB2XcYvWoTpZe*w`doVI0E8cwFqusbwl=xU5NINnpy7yGg2 zlRO_eBg0qvBR-8S5*BkX?XEr-rG*k*Ec>TeHsIRQp5_L_Y6+9b_RItyr}wD-v`A zg8#D@FSgih*Y)EA_4%k1!yHfofqLJb#Tw}VMe&dzwThG}V}R`hmzrw37W^HAr`=yQ zz;^3$EL_#I3`6e!Zve{RKPqf#Lu#B75-KW+63B+Lym4MfT-&P)P}1n_loJy2G-@6ivJm6~GH z+osq~)ht{Sj1Qv(A6*?OXl73P29GSIXa5qLYA#$0e|IOay`kZrMx){XYXNtzg0 z#;XsLh}e!$w8GNf43MP?yhBc8!*v9CFaC42o_Zu1nyB5q2wk=PXGVy!cbGY~xdWJN ztp$tmhhcTzo<_IP1fQ{)W_Z!j51ipQ5!+W&20eh3(x7f575})zl-qIo=_Ph~NUNs= zKJ7@f1jjTDmR*)iqH}37TB*++dQYuHC6lV2lM|1T)}SG~4B(heTa)ZZ0(33a@Lo{s z2uB+z23po>XrYiM7dkKxUM+;S*6PmZh)+xO)B8_FnRCQ5%Xp_pT&AyU@U2)50H0_G z1kP5lbYB(|k64pejpw>FpFAMJQGtd|?f2;goD#5E?^yAU6JIc%W!mUIE>1 zp6u1jmnln>NwY%@Tvf8l{84}BNHIlE_e*Qd16&^2n#b&zG-^IiSL+FP0=rYiJ(ps5 zZ6x3<(HKoox{PCmtktWk^b`d#ueILy z?NLSM+w{H8wUub^Gurw#)`9FjoX#cMv0C~01^SbZdPC`_r#m|iICUZ$gIrW?HlT!P zi02?Fi2-Da5pwF;{0TZF2m}MjmM(JnvN&92I?S7e;=m!2f@E%SESQbS__&CSjt0=7 zcc7uy-kizG0IJixaoH>h(_ZkMN$?!d;Q;&rJ*DL7}5`aW-2N^$c1T_M_M$RT-Jsn``Ios9Kc8Z1H3I=`v92VdWQ!VM>1u8i? zmB4wdT28pn&36(HI-5{8#H%UlLQ>PgB1=1)8sYPA0B%EDHjV28V~dG|wc%G=-Av25f+G ze+6K!_7;Y)VG$Z}05(I`75d6tsQ`SrOQ`t# zN(1HIQN{;6NFGKRqeub}4;KvQHHTSa%sYfoMpzisermI!Xk$9(zS{GM&Xga7@pj7= zvWH|-8WLZ6u>EQ@#(75(*kOQk{9|kkpW^<;qTzy`!7VWr7UdNJ|BaC|pcRhO>%Mq# z6*v^4FP4L?K1Pp&+i_okk6LSa|Eqyc!a7e|Mec=NkL%)tM|!fkdbihPAk8zt){!y; z1ggk~+!XuE<$5eERDc1swi@DneSKwa4}$+JVTrJ^uIB;GrdT2&`T5kSlNA9!^HT_< zu}=2!FDXMhEM7;(GmVe%uBUHAi4y!qWcZ-`tRE;}-koHOK$b>D2uwPH7!T&Tg7Blf z_q-NDUhP}plLdG=v%N9y60m)=sdu>e^p=|O$dDLR7l0}nSDX0C)VM)!4rXgeY;ccw z+~w}uX1f+nQ4 z{OtudAUoBbeFZZ}KxDu|Ir~Y=td5Zp^XzI01fm&Ng+TKFp<4(?Xk!;oF->;N|*`SmNhw1O#Ah6oj)^Hov- z9SR1NQ3_!bMKry$UT34d=|xh&w?G6?-%j)c%Mo&-0lHEPN#^dZ*NT9KbWepj68te% zU?BgWlap0ZM(CH#OnPn1!l=wAsQCb__fQZAYcgUwlVc+fj=Xi+keQrwUMp(qN(YgPoi#42BtV+%;E?6v z@{AB>XJjVNL9V5UUk$T&mag~Pz2n6YEkkH@4bsE5` zHu4HQF(|5ygW4ge2YZMpj@Ul{=6!Cc#Q5w+iA?0hueXe|-ceqe3k(h7tPXYx+sl@t zXlhT8dXT`9>VTsYNIt*Affmkheji??0`*rwMZ}AcSf_5n1-}E3%URC5PLLg*1`aIM zT;u+Ft(*!91bK^yx`EM}gfaz$*aeEV{=WLdps-gXP7)-tEoC#tlc~TGo82F#SaiX9)s@?Jt0nVLWtNPu_b`cg=3#e*dcF} z;K6=v4S~?|Et|9n7@T^n1ruPU1%P0ZlIzdjhW_=mj!KSz_&0 zic)#ZVs^Lr)b`x||D_d*fJlI&B+c8tu8f)#Q?1h{UzWo#ulo0BYWz+VIE5&sGgVQxCuXr-iBN^XH*mp1raBdG~DrVYX4^ zPeH7ee@H8!yA7zplDgOCQ@TlIuNapL(Xcm*8ok z?jCfi*lUC9mk4$?4Gg{YvwTlLLNLn207pQAD(`dlK#OLf9o*im_}_W(W6xtiozkDx zL`vg?UwG_hYq3whXTjcbDuNnuQ0!9Mk7(XKv>&v*cmv5vMZXKyDu=uQ5P$G#P!Rg# zMk6Cf_ycMJDl;RUjgbcIEn)>m^1TX4RFg*0V+5NZx4(>RJoabObO1T(KpGW7;Z7WT zGsXIERWxO=LRBArJ?*Ja!`ZF9${x|j|6-(J*%+@Z=TgVM!7(PNisj_oO57XP3Iwr) ze1=#dR2ya;(O#JAYzbNcko+&06V|If#znCgZ}oV*KhG|i0J%=dzyIEAr5JPH9mZfo zK+mT=Gp;>9Gs`q;KhP^0dw;+Ee7d_%llZxr(H(Z)h2eLrV@$UUKkMUGQwa_m>POao z=>%#bFEsoTK%j1Sl@|Cib=N}3Wva8Wbnia*we`QgjI#gw73b|2^vAxDlsd+wB;6ZQ zAo-dlxVE#;V8}W#uxTg{jOV0&*Pi?B)GNbd7-Yu4S>+|GRmb18GioN zg(z{y)L?%`+2CjNrNf8gjkN~%;}X)||7O4)$tM>`>bF#^g>dPD~QATnGL|rV&q(@aVj^ zPCgmz!zuiOV*r%VFzK#M&9C_v3#+=kA2r{~w9U+V{?4&4a*S!bIdF9@7e?`4_JLgG z-<<4X!4f1s6fc;%K4>5p@`B!=uM4~XiiCgby-Wo5-J8RZW-jRvbm($ygw6Eqxntt~ zu$=riEQOaP2-Ahn?5py-_Q*KJacjW-ztQ{OW8ImI4cGb4ogKrsk_Rx#Mi|n|%ld<5 zOlBhV5GgSt{J~|ekBt=a2886}>ff6(a(=h$vP@P8|5LQ<--2;4pACbwHleHPS)ZM@ z9@_0X#+zt!1q5B~w~79@U?2a_{yl)8=^fJ84GOTBAojW1+nDqGUDne#lzT(0eC%J3 zs3E48Wx&kHENJc3ncTQH{RuPyVT2~21_0=UM3RIZZ2sku0S2%?PXhoCe0Q?@e_`w) z=70TKLxK$*iOgC~w*Q~+AvyO;;xT{z46W^@QW#GEYfpH%AP|(yjFtc`kzsJw6IZ{; zIc;r1V=jLCXJ7_4mKE`jHN!x<(PRbuVX7OV`u*yVXo}s&Z%^+XAOG31GC?R<{ezQF zP;0}hgT4N6E*RLvLQTb&##<%mH`*={UhaYV*Yt@`^nnN{9beE_g{-}A-(nyMwO`NZ z0dPga^ESr+nbWmw;5y13go*&#>kwRV6e2u8{_x)lY|e+Qg$8fDp5mN=<7zM@4;&qq zU(W57gt&P8D@V3r66^)kZ%Ar`>;q((_9($^GuQ6_>3Re}hLD8ntjyQpTKdKlq_O>Q zKG4qm`_)(f{VI|xu{EFk_Ms?sWwsE2DRnmk8}>Vi`gg+HRAlrWp>ikX5<6t_dqT#S zxwjU-0{k2E@%z27-G86U`(zE~neONGYdZO!03}6m|Irfmz`%@r?y~;Nc0EJf0DT<5 z7Qp$?^Kncv)|xDsE&|qP43l-`WK1XYWc{%T{BV|&eM?crC z2;!Hy1B3@ftNv}K`U&HF&vvDFIoi3YBy~pMsimhE>d7tHd+hE%^HLwMmw7dI~YeRz@?t^}eH~#d?tEM{}2x#1>Uq2wzG~eOh(EoR+M8FY1#T!syy;f?a z zuLotWG0RI&ck-*In(JP>*^S;742Hc>T?1=Mq&4Fk~<(^ClyA7Q-NaF$Bs#HfJe(;6c^K*MS#ecK&$i1%7 zj6%p>+Kb8-{Q~%xFjvzo;=A?RKN}ad>@pF4Nwn(2v3(Eo>!OF^_rrP-j32!_?|zfJOU1_IDMk~6*b=-cKXhpw1>MwP$z)$C>~rS#PkYRIxv+J6Z42HK*ntW43-g7U(X-LD=# zT>bo}aOe#MAf<>`c?gXrKe<1UD5+M)O|y>W&DA=coBr6uiO#Wpl5-Nz033ot5slX>Uu{vv*Ql~=VV?;+R?y^iadj=ROq zJpIH}hd3!65Pc-p6Cy&6j z;&ZINx{}dn{o34pC=hU~wbfZ*Hp0^UKrqkZw`2?F>DintZZ4U7dG!s)EsrRlkMue0QZ_vJ82a(g z*MA44-5R+)mB(Gzxi@Vmr1}e_0@3>4=jgd=@KkSB@}KFHesD~}DKsB@p#zxXu3D1< zsRYGZy!%kzIkwyQs(2kKW;tX+OLTOP6xcUwIcCGf0tzrN(=FoqJ>2bD%A^j`RH%dR zoSz>+DgP@J-1;2J0YROt7k9;ME?utNFkoal_x3z{arFHV`I6hm1|80;P>NPpcb48ntuplQlR-9dp0)V(#IHhhWG+#)j@T^ zF%CY)`}_s>BfD#K_45wfsK02vf`1HZmih_W#Zimq`Pj&gs=G@X=u-`xT>fVc(VS!R ziLkq#CIrP#%Y(ZivYbNJe-t=>|BCkooN5<@?nJvEs}O-6;lA6j{$$f)LLVZ~!bRj~ z$NG5cTQy{qC72CIGr6&uqLm=Z{F-=m;bC-`y!OSv0IP2d!5DONayKXg=isa8?g6LX zkJYuIrEjXmPqL}=ElC7XbBjI!e}P|YlmS1@4@A6}{(cYYVkxtdo8mYPB3H$Z0No*p6-NM^9ZOwiNl6-nczdE~~ zQE_sN_)<}SuC>V%Gz+A4Z|_@K@{2qMA@g_2la2?XuV))k7tFs7AG`JIhD_xZ+x7JN zo@|6O2?^@q=NcC&bekk)L->02Z+d$6{d#NPeETx32)iRbxeoXH_d0s|&qKKDWuAT6 z_Wk9#cMa^mKzMe(~#I(#(BkBTP0v=yL2;QiH9Zn^%z=V<&2wr zQ`k{U=7{Mw39xkKp6_#ByS(KM<(R0dkq*7}c2o5*AOL}P1^IaJ#mR^AI`JB_Zf-uHw@;;LzTpTnd4j8g4O{k z1qm-~E(r+CZ27{eD=@R}p&ZG|(qV$Bg4md_FF$(m}Mzdr|z z<9W=?Ak)s(3wZe&fG*GWf4FmU_&Q62gEOD)BS>`qc{Q2*WN@~>3B8+`8V1t8R~JD! z(cyuT5-@yBmWkUo%XnAU9Nyu1`@wXl`#9>~d8YJgIIRTV621DXqQc4u}Lcb(l++pS~>@uhNKp@;PuqQ&tJRu`xd9 zN#U$IGRksNj7D&L*Rn#4Z|g5H%Aa)qOp1L1`K33|w(qh#j<2b7_$+?*6|)(2rNQ;i z&7*-4^aXQHUB*6^`;_0U;Bf98Z~&G*^e->nVU!J3vEmyBH8Nh_cC89Xwuk8O^j({7 z4&@y!>EyHT?55-e;>nO(Y?N2$Ek1ZI%oMe1Oj7yz}Y+stCHGddhM0=Ix!CR4omNfMlM9;$)!Zfq<$?iXSKE9o+Mn{IPRfZ(QS^z8R^l zst#6o)0UALo_h4FS^l4I^&5_LlS4Jt=VgG=ZnBLj%X-RBE#+$K87w->(xAGwGkIG0 zuYz5Y7!jBK3DiZKbzLN#MuNg{c+hO2?dH}>dE4rYyGI5EmIoxIuODMSV@NCDSHxRt zNa^Z+2dvWZb6vGUTE-);N3hx-Ar9SZ5(rd1Evqi3zp~bHzq4{zi&L#;-p7rgbFkfT=3dMLuC5DRzI6rl z&(+3Dg9i>Xtj_wYB%6(AAM()&o?mT=K3nQcL2DF{d6mxUXWdb`NEEpg!Tc*R^zjjs zA5&9{n*AE{<7&JtHHFeuI<%x52>6m%T0fnFTxshSz4|ktezHa%I{m90JBR)PtL}GL z6;x}q#{ z$AWj=>2F_{l0#iA+PiPNkO19@T>->0x=+%v;ukzAq9$)L-Pgx8l_=c>)S83COS|`c z{}*O%jGp?e&Zkt>)U8n_`5dUO9pBQ@Kp7V=pLSJ7iTBgk3ADke&qS1@j4PsL2@dnPUTA6It7WYpR1GwR_~edhRX7UItMhs|9lb zY%hP;NvW|Cr4tC1sHrnxpJyiy(h2q8*bksc3Seg&TFG@LeoUyJzWbspzpdM@rKL3+ z7vTH=gXwu1k8)+xVTFKSAdpE&DELC?WsVx05- z#fzXPZwk}ICokT`V212Dpo9(rhZc2=n0zvn$6dm4=0fs0d`8$t;kJuHr?559h6gE# z-;fRY-M^5Ye)b*R?W6bes1wmbro2Og4sC9{(#_u$TJ%xFzq@r=CPF8ahh?|#cneQC z0$XJaye0vyD zgY7Y%`Mg^5+3Qe98iNP6qCit@jMR?&1_B%ga;}yj@D+P0dgbgKj5;q->kvyl&$TK#Ph^7(nsj(saWQ0y{H~3 zDJh^sBo-InV>o|Ybx~;Pnrw@5;&IX1-kc>m7E8~}6i^y5m7!BUO({0i&V5nw`x#;? zpszW{mO;;@f9Asq5@PjNlKZsbQdMNz3amMnbH){4InAaZp+%mRE*#Y0!Qn)$nT2E61 zkM`1HSfQNGd3x;~!(+tW)VH`xnMIF6RmnePfj}9%X*T>$&;^h`(@lX`pv(1S<-~fe z)C_6K&rRV=TkHNTjjMk%0qS~h*d1LQR84`@<3cFq>*=ms`OSH8plB8E_uM^Ze3xFB zCTzMfl0IzOEqdgs&xn{?>+=XY#boum&4vK}LiEh~!faeZ4(m0+UOF?=^A7W4L7BRZ zJg;Lx=UMz+M&+?=gQaVf>zBCN@((GXBjV3fTn0<+xH~`0q(<~rGh8r~r#n392uf7v zOQ^>3Q_t5kSV}OlAefuctdU-kWU4aH)$K~uw5n{U<^=~9gf9ECyx%YGK;Q+aN`%%l zyK%zi_Y20(tyx;lTC7@@Ec<{yJ@<2W2;_l~*u=za7jSXw=4`HjLehi0r)4OvXl9hs zIoQ7indEpB>bIxVT`?tqo*}5JXzv)kwxC(svxPf$K%w6Jh6K1uQpQBKhRvjaRxnWm zx3L+ZBi!;xg?t1*hp-nG4&=Q`y7>w9-kWzWK;V=<;Hp-nS(&*t^rC}^clnM zED@@r@;HYivs_o@(O9D6)wy9bYuQL=);Stx`rRWc7R6$LVxm1o4uGEv}FDoj7_X z5ZFQkR*w2rRSm5YtyhovsOR|Qn5>nmB&vLmD6|gY$SW&qfXE2B*e%1WyAvrOdG1Le zYsD=x=)ktq)te5C{y@3&ciM5@bt4ss89tRN<<@wa&#LP-2b79*aiRF~KR&%D!*yu0 zIHL6!lOB>HT7Q-)v|ALM{IrvGX`t%cy@*|^FhSj>P@V<{g%L=Y{x$@ztzh2ku#Z6n zke=fQT>LijX?{!*w(p_G_uYZWs%z3-JFPBL2(z@w7+J@{=gD=b`UNS=Co(M)2q7%oeMBm^hR(N5@NbnWRq zfMN+Q8ToW6rD$onRn{PdOs2I#l=b65p^A@mY}>~m3deO4b!V4S$bX( zsC|x2cG%c5Kf|!=Ne)zR2<$rOb=}D1z85Ks36?~W>?QV2*45qQor;s?YLE^Sp6TCc zX&HalaF*p@oAyPeM5c~pgIn@!8smmvU1KkxcGFAj-Sk?kiWK=R6Xtk;Jc#O+AGj)W z)Hl9vd7lO&>K6ax$cgI(b#zUx?(YMNZ|^$zMzTHLnfvo_ZFj|@UWOyMn@5@hKiq(m z3$HI#@uI?1a9dBz_3C2UETkJl0C73HrlT9`SiOcrh`>CL@-0tZ7Fuxgi!crd1hW60 zthyzGU5J>}P-7C6WePU+DU3b5Rz`{QhbIkBqZrN;u3IADjmh)Khhm&A%F3_JIt0o9 z!H{vGY{9~Pkk!At)@O5ar6lu@*)Ka_evmzM8hxWJgU*YjH7^=Vw~9Sj+}vNN}f1^(;iTf^=g zB{v!p?HGb&j8Q+R2wT~vEF&h{K-S}F5BH$(d{68L;IB9Ppf*ZQV$G_EQhFBYz~H## zHBk#(0w#~Z8m>&8^~yEjDBj8d)XaE4cC=QF2HCht+B+Fr+pk`=e!C~8ch6^|-67X_ zTyeV`YU#EhvjgrkK!@)&$Rug%1Lh9}IPyf)pyjQ}4@%NO{vT87cx8 zVnNIE6Pw2SJ10VU?VX*V1d`vAu(vHrM3m52G&%oz@!c+d>n2ur4Rs|y+gkHor%cQv zi!7-wFB-joFIVR-zXrvS72J^&U3eEt7{tE|R@F15#>M&ZtNthW9M-~hx%e&SW}S-e zlS0}KYj_f<`nl<-S;l^^Z=Xhe1qwHa-93h2hI(#Oz8##E@_~h!y58K51xIftp=TUt zfV}>lCM3WBvu>7OH2r}(?u%>paR%UEBN24o_^^Rd=^6EwNiBLdFpR}=f1tKsl7-Oy z#h;M;_LcLxaB51dPCynNpgt z^lv{4$fP(HJ-iGW5ZLFifh0+ckrXq!E3G`q4&=VZC#L<*07blb|5@@9$O%}@V6AFt zF|53}EiIPEDc|f?-Y+%95|N_FPY?#g-ygQ{g~(ftNv^?>bNw3-iRJBoapwfUmdB0Z z9G}9KvTxi>JjhXU71&J)wJk;SASVQCwJ}85%wfxh!c_G4vzq#$51wBNEN=GxczBjR z(jRh@)axavuiS`(_Ep+$QOZ}exp8F{k$(trgOJc`Rfw~oqo=Sa1??g&eePoim6_&;NjYVN0?su>TCLqzwhbqt2V+5h7J`OUf~IAMs0VB+ zu>~NBJgf!&f=lGxds2@05c0|u9PHb-1(#8%+ooH2Q0}<800S#QCzP${3!+@Mx6QwI zH;HJ2vL4)!b?v}wRR*=5@%t0nyHnlF`O)8Ezge**qF=19MutfMye2nL0aolb}WW-9!wuW|l8{ej!<{V>tdE7Ohr zuB|;;U+8S%tpH5*ySBPOZTzGjhHEHua9a*4KQpm+@9B4NCTauCxpgokwaB{>Yv*!( zGC4OW1dv_kqwzI|;6Hokx0XN6ZmQDQ_C&(=W) zX{qV>eO1`JVgJ>*4ZYdjQQcgW!LN6y%HYt`TFFT2oJ}1vd1HzOu*H0WUtPM{vW>7) zdQ!wfrF&c?6BhoyZ$IrWngKrIW@FfuZkGVR4)b^JkvD_jB z%{VzEl96Ksx4jTGMC7i%!e_roEwps2+951GOM>o;k8g1zpw2KG??+%G7tXEbLtz8C z-G4diiErKKpnSty*e8J9AMIScwFHs^RJ?Kp%a4E@iibkV*0=Z&Ia)nCp>GA{M!%o0 zaPxJ<$DG&B^5)gQ;zc>Cl?+UQ$+;j6qs_+1xX}qEPe0E5&nP|0HD)@#QP0wvqJ`N? zDU6{Lsuu)|Sm3@0EH*UV#yFDOK*YklR#5TM*-84$g>|55u zXoqRA0(X-@apN2t_Vj6DC@S4tiewQEM978b&mxroE@__w&rh9%Uq2MU`sKT9rZ?y; z3)4*!W`UGiTHM_RDcHE1<-F6jy$;!k@3Mfa7c)8{%Gi;g8QfA`XNO9-h2Tn<<-&fc zYCFcJmTW@MJ*fq7e3n4GR9#a88RY^*`FC?=I<63O41lXDK5YP)P&xosn~DztN`S*; zbbl8X1g&S=5yg7oS0&)H0jCCf1gQuP(Yo)|I{;D%R9DU8C{V{92XH$%{3wK#RJFJW z@^n_Eb0*Hd--^QA7XCamKk_Y$P>ofL@LwoB9jy(dwLvLlUty9~MN>|(qwb!b4PszL z(D3rY8!?E80Vq56?!Z5gLSY1!|F=7H10oZD&EX@2+oABiKt_Rs-nNp-fR(Z9g`^0P!O&&ywB(W8j$=gsFeXN0{$Fay~4m2;uCyf;S{U@?AI z0Mxvz2%uf0sGSGg*61D-c|4OGH*z2*WR2Fw>PDn{|wnr#l-4+>on|*RCOT zxhqh9p72p68FbmWDFmx)-xYxUCa(jhB&oWp>gCVRmkNLe*ak9(2AtItp52x{c zZ@OdvAIuDvYV!^{WCAW@{4p7d+!zR%>@h~r8o!Ciz}B{z(Pm*5+taUwZGK_rZxFb< z)JiJCTcWoiI0nm>T`OjA>wdu`ljm9U14y89k6(Hy8Ti5Ufy2%Ya8T_@5Nq-7&ozl; zFZ|01=sZauB@hfl6pG(lW-|TVTd55d6LQ-tX{<6pj@UsaB1;wunAkZ`p@hqIE^XnH z@`I!oZhW2J0GQu5sIMRRB7EE5&kwYvP9hMno>FILg;Y`$G1MKppLiugu?mP(=j}wl z&qMax5MB&%f|Y7FjgvXAZAf+rbevYJtNk5~?FxWei-|EPRAa{y_*`iPV*v7z`y9Nw zqpTWCE3-42#j5Bp5jJ;@Exa#5k>4Ve-Jf8r011&w9uWWa{!|PkZOizP_}BG@$hTv&(z=-0&ok?Q7J;5ZUVosR-; zc=9^C)hmd}e$8>cofK7m1Ek?jH}jed(6moG10~*D?|sx`fW3p*`W+u+f%@3P3RGbD{71yh$S57I@49q(QcJnv{x}E`uWsLQGbQp z_HcxrgLq{VFay^dZom9>G5@*;Cy?K20JzrFUKn*Z15C0jQU9QLy!IfgIH*D+w8bQz z5HT)limk2!F^|CAQ+59@fJD>-d4C$9j!!pJ-!i%Pkt6c|(9YqD^s>&pjx>pTbsUwnaf>|mvS*mK$2Z&!8!BJe%jyD36O zAxeKIF2HDkaaI6f!0S=#K4d<+Q3s`{_|0N^K#v6k_I?2NOusWJ80=;e02R~#-m~zd z2IRV>Z<_#iNMhowNQwn1%7dGd64PmD&2kXP8Zf=HooonaG&v{WM1WtwvFNEd__OsQ z)~#27=&^KqVmw3uOse77#5)2D-7a*rN)YhvAX%=kzV+<`J7QFX1lB-|5TQFpsM^8- z(1ch_kQN0IN%?qSAVKyN0E1NlKp89iup>#0%R5DDE3cIYb{UIAJEG z7$?1rKZ4MfBL40zC}mw8`S9r3vyBP4;E@MpavgAa6AJ{5l@%q#)}!XNk=pcwGoH*5 zSJQu2((kTIcsCmXI0GoJqk!XrR>VmYV4;sd+WrcV1}QpkjnZc$>S@4G@!reJQezb8 zDi|Y}RhGv`<$=RO3qz{?k(yTy$RC#ebOBCQ+6PQKLTOkETU7_C1hboDU_%Y;*4RGvSJBU(ZoJiJAr85rr$k&~dyn~DJtlzGAsYaD%9(Oqs{c|u~T-#wMU+My| zo2RAg$b3WFM1A-~BW0R3i!d6EV~lL@8DleOwe#n@2z<4(wULSOW>yY z1jhY_*!N5d{e5p0jFnY>oCN5J)<9eHRrKUPNax)o;Klv}DwM1a18~A`15TQCEezUf@V1b@+4(dmZT3R=0md8A zVao!sR;gBz-3|Hek@Ka$?w!|qA;_HD-jjXvX2f=toAZm{8Kgt|K8#T&CWU|woc zMKZa)7Rqux!PYbs%tSjByUylS3ZpZ>hsXtg`#uplrxp%J@l5ZwF>`{Y0V#k7=8%00 z!k7NW1yVgZY-zYjfMS3)WEu|TB6+&j(Awp4Sfuqal5`-odim?C7(!Zcg+drnYzLUt z#2-rpngrA-XM}f0K5+EWsRGvdbaQjK;Kaji&>9U;gV1lc1ie)0RxI9;=!i7Po8DUx zIRjNt%Y}nd2qZu^(*HKV<6D1zX<8mtq6Mpe!=#jL<jqV0}7yP9UJ(Vkojpa{Tivs-iZ6 zh72_f$L&(NqIE;<%AZS+-cg#0dNv60qPC!K?&I+N{y;GzVSY_NgV?B55_WJF9^v7f2-z)@ zbn$?Qb3T)nom~Nt#y@(-%Fmx)wFJEEh&I;Q&H)4>I0{A)-@*umA|NZK@CmqUtb4gAVO^38_w$+)Adhiqxu81m?dJy`-?DOy zdapBmzbcr8X{7Sj2MzUt`B!i@IT(lgA?JLYO6in+*P9x8j5-9n0C1C_GU=!dtXo?ft;FXKAt%E1w-BDMrO)-Qt&#*k>9?7!_EPDt z|A6ygu9J_iY-<`oRhqya9rzN?hDd`putB-OtT!U4w5>wL&zV;Yvwa9a0&dwrd8H3) z9$|*Pa!o)$o!(*I)qQ>Q8WRUFY?6UE$sT>dczWeKG7g6#SX#7z$m{EwJ8!?VP_)zp z7tM=?w1Sw56ZUI8YaKr>K}kL$tmkrlx@04qt7}2n7RS?pykN6;a7Sf*3-l2bU=nsoi9|nx zm;$D5Ag`r_??`th^&Iyh%N;1;wp% zY!atvjUv2hS!Q~fi`VE3L=QlK1xVFFI5hZtpQo2UlboOMx+svX>xZYwSv+cLIB^b8=I`r$U6l&JskYOX0&EN z8xS9dG{GD5l`j~?73BwOPL>~W)QCj_i!}e;5fIM`?t4nZOF-K9hm%8iT<}R5N@$^q zg0Tj8r=!7~N&Bz^ONf?bhca@*MflYA{SZLWcLEoT3EVRC=Zo_4_z;eRDL@S8<8Ff{ z8t9xy!OcvHlS{hq{{sY;hQt^!T?nlYy`d{*kGrxhV!uX9r|iG`YD;MHiYv8-8R@`y9F`3m|2bh*WJ{_ChyD5>!FnVL^V z7K-=o-i@)PJp4kZJk*4)$GTJPhW#yzzg>onr%#>Y;O=C2=JjLT*hTWWA5Tzq7Ni1% zK}IODS$>5R{}KqDR%2Oqp^1B zuzQ)^*cUR>o#i=3^FwdOWr|8oDDT2YouPQ_)P|P2Iu*=3KY)K%>X& z;AWT6jQcZKDgq2iqag+TP5R+ z4}Fca=ZeG2x}&GggQ>3u)$yxWuRa0l2R}c*&p|YG@!YeW5rH?sj*qOm$zew(>aeONi90~h2yGDo^3UYyS3dz^Xr@JT}l4VcF(S663wa-FtA3KzM zP-_Fz&NnIticPD}rZm8%wfqG1o2`s@Fvu4*GJ@>|5+&;o$VA-va9Yt5n&``_b}$fq zEIYeN2lTSbPo}4rn*<_F-xxl!Ub<^OFqq2$Sr%tYN_R@xpvXB*s~XDr2@&2DFJwT^ zxIZmnyC4LW4R5raZf4S5kIaC^cw8pthJQ*%C#w-ngc14sH|Y=^F2m0mSivunJozNo zXF<{4&KD@OZ87?7_r8~zaH=A65YO?Dyt@(by+d+RM;`>CATcpIF-d%UXk#KYRSSNN zAxiQ9Dg3MTDm8D#WL&6r6}Ml+NqQ%eaKR&`$OD(49%0y5K5Q-0iYm-9V0We45F)%7 z<0&jw9IxB>y1l(7=MnV%;9vaQ({)oWn{s~*;{$A&?C@PPNhNb$QTU(g5i`BR?TS%f z%kq=Nk8lM=={67L%D^05QC2E5%H^N)e*aoGLQnnHTkM0!`KM<~sOuYs|7KEa!>D;2 zYX94f5X^IQr(_xE)-YL3pX)<9?cv5r7!nWd)fp~kU*rBM&2#i*bHzvA940PSL%KFy z$NaS6+{Cux_p+z&c#3!O_-v-Gu@$hvAb+cGc)IvveXX>gp3CM2tNNksP2#-)VRH=# zBR_TORHVOuFoj6z?m#~4_4=(vo!>wAn*3sHtX!Ooe@gA!@ieJ za;s;srZd^|9jeDL$U9!$BMk0{Z^HGwKMd=OGPtqb4YIIT_Z32~KqEFG`pm_U7WIzq zbxh1qt^|zK>+u!b@So`6!a2>rT)pQ`0Zt3|mU7?+Jopqv-@w0Ylr;>RF4)cq;l`SU zk5e!o&Xq-G338U8Qa`a>>0Yj^x&fv0u{=g#v%a__Cb?-CyB=qE@i~pFJ#hiWq5_QX zhjNYJOAKsY2dUsUt1egGU=C~w9xd34u*Wi%Ax1DFgldiBb9XoSaBb}Z@1Wb|PcHr} zY>nwKns1Np1byIeHz{$&V!!ghY~GEjeze!d<@M3|-@YjgDW!BfJ8MHZ z(6g9(FxbPrCgE$^R>Aq7b5gDT-e|jG)JFo^@kC^zmf4mwXJEt{w$@5-SX_13&YoWU z^U`LPpUYLTH>cbv6n7HM=oCgp2n{!I41**bzdAAw z^v7NzvlcjDcRZ!A$+Fv%xngUBoRYHd7A&_c5-vjg2iD z9eF*#3X}9}t&$AGKIy)>`c}hup*Vux*-dcPbigFDJd7XsE=GH=!k5S2e|WlWH$ByW zb&I)Tt{h)WFS6`IPkEF~_+?3q#7q4sqz%zmzrsmzmnKQ;xNfA;_Xfis+9K;iM8LxO z2RXuyI=UYK(PwtjmS2kU!HT?&ujVg;RXBULNhh}-^IaNQG50k}={|`J6l?~tzio+b z?B(r0)DTd4OR;KcTuBb7vC+$Dr_!}J#Q7Jg6xeKJ12v7ZWF`XxY~uv-q6 zHHDi_#itnrnycYg=ZD|@N>okL03+UdM@gwHIagrMTHKW2bx4146gXOzU}Fb~46d<~ z!63I9`uJdFVGQnu$gx->w(;IQ492}NG`wMCWT@Y|kw*;Hca;}&q#K(?*qVIAiFdT) z8npP;^0B~B8CCA(uID#iDzx>$kP|+w6@($Zg7puq@nqkJI5OA<@(GGDZ#p z1@8N z{CCm*uI3NXR|r^JzE~>KYU`| z?pZLt7S4WXEBegY@_uWLdNj!(2$yS2oYRgZ!k!p20wttn=3T z<=bmvOFJcw!vPu&sS_QljbqoQsCkaf79{G;P{1R(P5iZ`fd#s9urttej}z}AFkmUnk0 zdNW7|O*!y2>BP>4`~_~3CLtVt;XL}nJQMQ!9`~|t#3BEN53j8)IG0U$L2GbI_rCTN zZv}>U9as8fZa^GgxdlD3MbH`4nyR4q_)GNrjflvrOhT`s$@0 zr=d<_i7dXGjXQVDryP|;u25a+W z-qiKEi9u_6Kyd{V6@D#S9EY~Ly$PYRS(3fLRpW3pf|o2IL6aW8IX&NNB4$Kb-G@8~ zr?(!l(|T0C2E4UZx}&|!?^;SjM&>2X)}@U|$HU$t#sf}xqn}teShrX%Hly#bB@C1w z9porJ1ZQd}FWyS-k#xFh;%!b5;Y9gtKi! zv(iOmmvV72tU*qw0~?6!e7Ta%V-ZeNpaV?7xH0nE7uNXDa@(alA6P#?8?&wx)`gzy zNjf)!R36+3WVIfrJglT7s!4+lI$*!bM-L==pCe}TBLcPEiI0b^F*AqSX7cnPbMiIj zkQ_g;O49tyde8-~r=b2-`9!_oNlXI&_+k zBgNGgzkW*M+V0?&Z^pUUWmqOcy4(Le+9gFRwC@FUuJgN*hR3H>C(Vhb@rJ*VJBPFi z4wWFTCqrw|-pgOZ-UZ*2zZ3aOS*6D><)$^$Pzi~&4Si#IPE*&o?B59T@QhdVya3tD$sN#53UYF&@S1}+r zgtN9S)jzm8R+_8Md?=O(IZ?VI(syPm^RAQ+Ht-EG7kN}69~huB?mA_o@* zoI1+k`uZ2^D|uVNKL_aP;e|-s@05Q`Tcw_4s^JKWM~`x^LkG8(BIg53^CDU8CS!q( z5fcy1T8~Nlwfp3-O9m(3=n3=wxZf`(7L^m9OesxlfBAC5gzgH{t(0Qul~|UO5RG$@ z<%;9xwclgqZStX!T61}o+v#7vn6}B9;_L|pi6JovmuU}=K}?fH_`P!a zjt-2FC6F3v(kDb!-R1Iq6Q}nBzWa0>?l*xhNx;0 zVU|XYj}^m69z6iNUg!|qICp}ewBtczd{PIr*GuW)0Un;tc4fuqm?t*7juROvTEp7A z2SXb}45Ydm>gq1BuzXlvwuo%5Yi`yBG1UhVxA|SzD4es$OLY*3!(;%R_3{*uA4fs% zR5(&wL7@zC*iFReHBq7%rYnrZ-(r(PpO%%s0e?(KCxus4r=grADu?CNsrkQ|7{UdBTTGMY?tOKNc5+I+ z&hyj;B|*5g$X!u0v$oWhyThEOEj@UCNY-MoL1J=pCn2-D5FZIKoG_aaPs6^vFBKJc zfLEMu-Cg}__72((|5A|Ndx9SUO6 zASJB`D1uF=NVl|sPyom zC=Q2|R82(!d+*`}8v53SUx9{Rvwx~ftS#x;JbK1+XecA?J|rbs|CyaVaDvy99GR5F z@|jjM8zRv8s!yz7lj#Xop7ef%Y@^SZPV^QM+3+Pu0J=(?mz>%YBotC5z|JrA?63)b#C&%0OL zR)m*wFR-zddjg8{o_qHnE?&EL7cxDF|i!oYK7AVN)pZVAA{dy?VP|((h6h!x3 z|Jlyz?LNOTs7plpV6kV~@$owH`Tv=p$2zJ`EZ1Crno%4a=RW1UWO7eRe?TRU1$jc= zjM)Y?_@RZ<;x*x$gMdC916V^!A4@HDH=bQC61$@*wk-sQ5jYT7PupXwVVO7ZOIS~y znHVdRQ@y)6W$*jw)YYQUY5z2eq7Vu^8 zq>MCXWHoiP8wj$Y*fr76pHXBpACyUF(xON?g!=fOJSF3}(NQNt#_+>fIy!D+Z5hr@ugeVbYkA8w{YE}@CFD~N6hz>fvm-L6M5c*`x#>$C=`oETI01dK z8-rP9I%lAJ(tS^tUMR4=#yvsj`ExZ|^E*Me=$c!ED{Qy`%`AHPlPcvT88YQ-bMqz= z`@8QPTm3xtTR+f#cWPnr`7@5!5vBAg2+)1!Q-T5sEfJqAT`FWA%4Vn=WY$^E}Z1kOYR^{M)8bqRS- zOBksx7^&^ z&=bs&YF{&2Q3}T>q1A{u>4~F4vEdJ8i_+Tg9#>-1OgpSVyth8~h;)Fep z*{fPSr;oe68^c6zTU$qE{a74}S@^^Sgbfl#T8+sQRi4$g1%+#Ho=Nkxt>NDYAF1_} zpwssd0P017ei^vhN`n99_^VDHtBJ~i+B&d=t_JsY`1p*9M&R?WHz^Vy-`&aNskeO) z5`u0pe&g$VCgVZeZ9To*nriK`)t9EGeUOopH;WS&*OQwhr=mhOFfi~;UH$3v=f-s_ zi?z?&$|bIfmR+^2^9(YsEAqk1yDDIxb6kKM9?>vY>AjAzBPN+D&Q1~0rVRW=8@%nR z6TwRN;r+Vb@y4j#Sdr+0zt7G=L3P0ie&x5l zdMxvLTVv7DV`6I)(;)A>OuviW_#}V#xyZNqp4#AGi=ghf)#NdegfL%UT#v)Qq@9N@ zn?HpX#t-OXJlEBqo?LaiRhFF{3RrINhYwWPT3DwEzTP%N=tuc7*RQ`V>XuG`--FS7 zx_IE2VkZ+dbsUz1xPc-tKKaxh1g|8)ULyrKKO2xgII;(XlLUw~?*sZeB;Y`f1!%+p z{pm^M7_pdY6XE|)`JPr!SlV-gc9ChjaM6N1K`1D+ zB}8|30OyE-b|fkh#Uwf|YmeRS2cXlsq@?6hS>2Bx@8Atvc#_V2W7>Xm2TvyK*!(U_ z?MZe{jxoT_{rw4g%oi@)g;nA(xcWAow6`n4;s#EJ*{k<*$G8)Ns40VU-r-WNcHnTx zSDc+gNon*g=eV)(Fx#FvAJurMfTu4qOo!WiMu4|e17rHR_fAq9PSZr<(hpVjS(Z1r zDl0l1iTKs?sYg_p3n97B{mO7iP7}|1SQvV$5w#krY5f2QA_ynwP}^uv^Z5{jRzT7q z({QPELQM_WBu@iz;tL$(<*~AeDAilvTL^@}rq{7_5Fr!j)%_y9n<6?c3eImH6z6Q&>k|t_R zwE0eX4^nWii?mDQ3}aG{yfC#HqB)v6_(yGb4%ps2^!S!ZaIN|1c+k3vX?*RBMqHs3 z4O`xM)^24=@K+!MV_9}#;ZKly2A{VXgnJy9X7PYoDrO{Pd_%NKUb#zwk{ox7iuM0( zRgfX9^c80)8%32f(vP*HMgjSGl)%aUA}%qJ*#yP^lxisF`O=!~DUcVH;QIN?mkc*c z`_G>RWh2`9ekHuN*48{NEiJ5m)H*9!KYkPzv!rH7trPGMsvI~QFz3^{vXtYM)0Q(Y z_#MbqFb30a$&cc~)n=q>r`d2c%T@mS^4zH9Y9Sa0*rtK)r?s{1CF`kW%3rR2xc3$8bntj)7; z7*KS{5!udY6A*9}r?pu=^@qMEUU6bmJ&Y(&>HhsMu#gezmh4-Z4~ssE%MvzjrN%{e zCqSgR2So%)!+nV0TYe2`DOaBf@H``X4Jq53QYOc+5N0Da)J zfUF^unuQt7KGGJQyHaSC11gN<=kkV=XXM6a3+Pl*vN0dWMCuB4yf!?2?OqG`BHDfW zE_-x-?qLXKzwzTLxWAKYJ31C0@8;?jUE^Z1G}QK+&#jtF)t7PjPMm-?nOa=+-k+YX zKHAKmv-%RH%&XZw9YohtYK;$OGw0d#iRkGAx74(?mtNIf0GdLX)jiWW6c_i>jB(6y zh|NT4CAY&~a(xOEMGl!dQ4+e7mRW%?`{{rY$CX8Q`p^j*rY5b&MHxX=^_1l=`$X zUJ(UU>0opM1sU<~-@YKk-h14xiHsZzZpi4y0FrwuDo*r0o3oiRZCa1_9?Eb!oE~SE zA154SSq{Cr!Nqa?#=9?-w;J;txVSEjHp%#L<@t{kB@EWiZH}1on}lLF)%63eCclZL zZ{raebW5q)obvL!no^vLR*q?0_%%3S8erUs*`I+io(6kvy080iyha_liXhIxO4u)b z^-vtBb>ME@4)108-;3hPtG*4C!tXzRyc)j2#U(Xq8*T(2f5MFV=x@kW8Dz!uYLfi6i40vhz2Mo}gN&9mP2xS=_`%-pR)Vk+e=jX5 zyHT34vODorG<@|eF0pUS!*zoxUy8-GBD?IL>2~yIDT1WW(9ksKE-fc%x+J! z!t|l*p03#MU`(m9{N?v>*J)Ha^8kb25Lj;>5KMCf3w~l9GX*fecOibTzFlP07EZ3u zJZLW9*A$4mH(?sST0zA?1igHm^!M7v+dsm^TLFIgTnP=&V7AYnKMFU+${S}xFoTob zgVM?ZAI~t>V#&iLdp!?~A{wSn<|?_RS#P;G*Ic;Jz!9M_)b)r3KA(mYy9Fc9oa0jp ze?_)S9*0DObrCr^IkVugZiC0FV@=k%w>HJrBV9%d+4SVNuo^D#fS`zv(b1z3fBU~v z17(s2m}}1M9Rt0rnNF`>y=w31*vy)MXN+5~Iu?S43G*dywre7^_q)Qy=y$5^6=<)OIWR=rW)-Au)`O&{4VJb z@M^isG#Rq|eMD@wzi%Y=_wwFsmRiGnN)@?QaDfkOkmX$SuOA2&W0o5WvmL_i4>eXIom8g z{mqR3OkP1V5PQ-Nj9vO_zRHky7r98Hx$Si)(@CoLSeZSGpZ*FLwp{4<2e@vbC1hk{ zr7Vq%Wi;*enU)m3r8~dZMwF&|x}kl>3NQT5O_`Ps={E5TXPGd4^ldEsR)>QW&;kx-*yDH$5YdA@j0TPd1F1+KeJ)%*RMOK#7wWBUS&Q+O4B1R zHYQ3+xhGGk?x_SD{P_Oep7`BxwVM!-nCOtV=dSnQ0VzC(;2!@Go~g1?tJmr2=~f`P zH9WZE0_frZpnX9x%4A)J?CQY)d)0vpOCP0zC0i3dO`h3sod=BzTduG`|{;WaA>IG z{z$CnN#avAwN?mN8U}&F*eP=nqz_RC2GLhgTLWX#DQDmd~3`-Mf2vdHMZ`?@gV< zkx|n%fO)Pa8t8hKji2FAyhU)sarqoBW5oJBv6sAW*8g5DKAAU8vRg0}+opsWT^ohf zAQ3h(4+9$1C?3;dbmKSgv7r>W+0DXv36sz!Ux65@S0wHDw>JQukUHtDfEgnZo&VE) zZ)B&Pz48FZ#fZM3z(g&Oh#INgM7pW@ye80rLL8Yhu^zPE#c5vNj!T1KzzGX4E-qFe zWRX`;cww0lERZ!cOLl?hg`Mk)7QHBWsjZ8yS0mBft%oeP%JVol@H}EGW}hn%SPl1V zzdn;zLZQ=76yp`xxTJIu7P~R}ZaGoeSz00?YR4qOAL}qMI{T&hvMExdb%Q3HA?^9DK!{#NPu!;@;{1Q`ReNXW*5AbHYDomk z!U=`P@xT-P-6R;?=+g%f(ib!Wu;)RO+~+f{vkzKUl48#g3}9&20DM@FtL zt(%5~-drLvga8sRnO%??g~EZrDY?cE@MO-<$(lg>nXo`gN<(yC!AYs3xx-%9NN;*h zT|^)yFufvsp6yAO0#x8t69F+CE|{q{EeK!iUKp<^8tP`sm5zZPMLbP9=Gn7n^i?iv zA|lqKFSGS(Ml}jwzTJTMK}L{f2*801h1|iO{l1iwm(auEFBe%kSiyt?5+JG2>82ni zgm~3wx&uH71B53E!xg1CWWamJNMpZ} zU<+uaUD?g)>7WEnrq_GqHdXRkg@cmH=X`~pek&~ez~;5zaA~O#9xFvRw+bhg?^mH2 z{0jA@mJH0NV2m_L;iMs*7WBJvIVGmZq+w?$!BVsq9ULE*Qw44RC=s_Y84DBtg*_a18;URj-^{Z%fu z(Y(5g4ucsGxt9#|?Bd{T6}Y6B-Tp)_PgD)nc25}-!|l=zy@6KqJe9ZLjMK{KCm_&= zb#&Z^2)v&VZ8%b58FTCmy}i)(=f74WOglmAP@?Mp{EQNZ+xzcm2^Sm^P9B~xS1y?u z4KrwqJWdYgY-b5|3?#3=iJTCGGLt+P>A zPpNu_*X=|%LXPX%Bci%56e*BgO84J}<^^$JudX2^6SZy*7- ze+ImWuvJrK)`cO)Oms6pI5?J{dJWA|QUb*0eNwcxb62s7B6MBx<>hD3<%D=V*?W6E zw#dd^za9v^zipqdk9W+T%Ec@lgB2g|1RjNg}^VC<6MG^E@Op~WxG zQ89L^_kf)*oH=J=M>{7hbPaNUzkY%+l7|r3BGsOHqE;pYpGSFl`R9`BiL80aX8#Km z_%xXIU7wYa0F^|-SG#Z$%Vg_sn(XuKTdTg}<#GQ`I@O-yh7&lA_Gsaue8>m{E@%_P zL&;lP=geA%hKFB)!0Jn`m*9UhHCd+xd)QPXM&3WxG&eDhl^Sz$^N{4$z%fl((XU}( z$Txr5Hx?6#3kEnftdVLq-K^zUn^^Ha4_g+qRC*XrQtz#;X+_u_JfPxbV2qbAs4Xt; zx9qtyu|n)3lydtSG|x$ASQu>}a#%Neo}&qO0X8#0GW)!B*AF%d372^qowI81sBJKj;J$ybUQ; z_0L)o=$~JiqJXUnoA+|1Bxj4xy!pP}>Cy>y%5bqiqa-gk*?rCWwG?~KGZnJx^)urR z6w70D)k`95rN2dAKk97aO~8N%iebV5v3w zUMjHOJSV6o8;!$^%|`Ua7y{*tjX5DIayO^CdVJce$r`R|RJ?GA=Z=CCq;Eq84-ee) zq)HNFFnhwjlEs(qaBuD5$Cm5Hjpm>AEx8Hh^jKlVk2%Os65T**$4?s@GbZrc~YmO<0YrnCs`B z=TxNR2piOvmPW&kG2+K$(w&S>6n9vjg@8{4r-qYck*&eXcMhK5>({UA#Z$$`O-WMfy#Aa{mJtzTfofXKh*T(qd zwGq7d8&=iz5n=8UPUF$lS#%)5+cSN+`}M&b{!^miNvSc+GF3a5C+7p zRorfr!drLr3a+icb~f;BAx|s)5wK-1!gvPER>0V7rlvq!3yDCt0rp_p;v%cGbFHp? zov5IwC_%a?imXguP2JgtMVfDOvpi%>t>sUd6xjpSy2$Jod(iTQoa_Jp6Z2vR15~J{ z%oOPE2M4Y{(J#lp`DTe?6P}<%P@r(@l=m2V_Q0P8@ms3!M2~&;i~iVJP*CZ-viQ+0 z6-H^e?B{Iam1aP9Qh}29IIlN2s01-KdZZg$28wWk)hA3b?>W2U~HVS{mC#(2s=$ zvr^lsE|9T|6c_~^J0DvEd|mv}uzrvhg@arM?@B665DG@cvK3H!HPXw=V<8r+zK#LW6Nj*q3I|&UB%;s*}{PS{u{f^km%~M}S0#g3&r?8q8!RRjR7JPz{a1ONts=4Pd^8ZxMG;MEj>z8iWkG5D}xH33jBI|s+# z;Q|g$PEL3gMSwp6_9T1vZa~|E^JvZ+H+~EtylSU^9EjgR!^3knK1!WN^aQX#%GRxl zhN!Dev?!BC&EZ8*+SuB?G?FRKB^*aB*cieJLVPAvh#mr1rCd|L5~!vN3z52FaAR)` zI8~qtfVETGRrn)ESnRdMh7;A^=eSxXGEt+NodO{GH`<5`6~1J zK-E2bMaP~aFNf>6_)=PBfm(A*X9}6QA#%clukOuoem$*N1Rg5P4v5ZoK?jyfXotDrv#;?_4 zyNvRE^Zb4!M|{mGa##kA$NbOF;Ntgej{fZqjOCKw%($LZdZhxSLiNye3Q?`CxG6a$R`s?=S`STVy zL@{oN;zG&Ib9Ix!+q^E4no zu(|$^JSxu()wl)3?p73f-^LdCm~h*0JGrYD%`nO&OO}!eXax_C>M^uQ5ljU7Po6ya zy@~uypzOSQvJv5397|Km9;Wsj-}{gn_?@|(GruvP)a&n5>H|(_H~VR>_rlJ~gyrh# zns<_r>pmNDlF(?4og237c^-<-Cd1JA@IlGRNE0KzG>r zo;y6Ok$ExbP?H_1VFxr{YnwXyzKp=~-(DJufFd+TsJ}#bdE9-i1_I{>t=*A~-1TvX z?t^|&TaTYN-hcSe2&**i3Oy*SZLhfSNUL=_7nj^f%*@KG8{liwEU~x%GN@O#N}V0;E6DR~JtFN&^L%wu^qIe>#Xwr|aT5eCyF-dnPl?cT|eQ3nQb6jG1ighjcG~zbq#K z&*NT&w7Xo_eMtCj#@O1WKfUTY&mvUh%LfbPrMw_dtWJ#gHf8le##S%2)03yulkR9V z|K~4_q~9LB)}^xMG;k4i{Th8Ebs zYgcTuor3|cVq{}{dU7Xj4f+c}+JDCyh1+XR0p$Y?GTd=JK2FY-7@LFUm^Xn?zOfg2 z&Qnw0fj{zXNC=0ZAgub%K~;hU&E*kgg+yjO#N(`wyFycFhu0?Q#@WbSc9!z}v&t|1V> z&8c4rdZf(`VlotK@FN+qY0#7yLY|aO_ZWP?FrAfgTH`Fhc9DdZ+W`4%>JlntWsyUK zuXFkG<@1mfe=74ED9dL73g)52;8IPqHfgNRxqNP@neyQ zkLx=&q$jATs8H3U%Z@+peFmV#%(t%{k_1ZY5VmjpOhWOpHWMDK3vPv8s=AG zsT;Gm1QV;l$+pRB zz7T;nhbGh0DMH=$_$H~}WR3e4;6qQJJ!>`uqV|T?$=RFbaAjzh*%*Top0&so#{=3X z`an5o!(mZC)(soIy;rW#S@E<8h=f-~c@LS;XrGekeHqc9O!xqG0f8s%c z2>L|J{I2YsmoG1a7HG%ZEdf3s*vKnEtF83l!DUc^dR0x=#>UdC<>{f}8)06Arhcx4 zPX7-$PZga`J%8jET>g*yhI~V{Smw1cE4Z#1#vjrBd30)u-5q%L?9UU8eJSiNPXQsH z#=+f$0ptxTMA)pVmCtv^a1&d+&))zkS}Vi*gr!Q4KT57x>#dXzqWWG$QCEC2F+aYB z`vMOfQ{P&mei_9gdG4Vk@Iuec&gMqAEen+YCSDj5Ew_&9p|KFMOn17@#|K;~;ayAs z_}RRJ!KH3-AF4F$zWLyTa2#G+EEtB3J}s|KJN)))z6|Urzdy|cNUj0ewdFDRxLH=$ z#>%=a-}}t;dZ^4O%ldsvSt2GTmW;+y_W<(_I&MMe@&UH(0p0{;fnoy<%h7>^c1TDo z%O6{7pFbxADBF?308qb0!2Z*fj6XOmEFBKUpGx<-)gZXg@~BDRJg`Rd2*sp5c<`W@ zPv3qn&a@CNR(Ay|{b;2PT9h5q3tNo{0&+B4oak5QygWQzAj!j%b8kl!iJ%mG*?t~7 zRW?nfqR4E2)->5IqZ0?urA!x})%A7wfD0s@ACB+-7aRyOD1Zjhy{GZBoF8+?h5n1| zybSE@WH7rhy@^ato*Y-9G%rk7CTl{mSfl@;MM_!{S!_jNQ(huCd}G1{N59@|k%=|D zX(C&&l1=NJ`TFHcD8yPbWu~0S4omWF0sI8-DroACfw&fb{krEAxK&zkpKTibGE?L2?7 z_laA?kaod~fM1|;H`-qKrJ$x3ZQn#DN)M}vl*p(kBV@cllzL&{95Xo#4dY{7-HAU_ z#^pzAL~1h1%F1ETPBTF6xghK7g-bIXTzNOa>cbe>^%b_I8PY4}(>e;*Y!;{b%2iv0ZdkP=K-o2o){ z<2W=d%ou`uRer#C9I+>L;d}(=ywLQg6Ey$IL6;X z;RA1}G!TzM>knVfeK2J@b_Ufc1lzO2Nj!0x01JX+5B1KV;*V|SEVgkBi-^%oXAGZu z1_7mgUIoVu`ODkaEFNk3g)x!MEEnaZl(2RPHKZG7kvferNu%zI zojJe8BW0n_2jq1-@!s^`OwTMZsS^y{ckMns&s&A!fA{Xp zBv0hvw`>%DhN^JrutxVop#(HPBq{Mbui329Dt~hjm2jQy_@s&j`xncj-7#DA#LE-} z2iW;J<}RsT7xJjP|9rdGV1GZo45YdUfY@vXIvG)bJyr@P3kwD7gh-(J(a$G3gm1vr z!~}Dq0ARZw7PgjM8ER^3Ce{1DLt3Tw#*JVqXqZ{cgPyPz0FzKCM+`9D33Yh<{4x-_ zUG2yhdkj1!VHjO)Ja$J+TS@q;F;33M9iO<4U+cM#IlH?#yn<+J;Yu4|I3U11z2M7W zdvJx(-W9JA7ivB`3Uc(d9vgi@-tvxqNJE<^{NCd84?r6x<#3$CeWzr$F!;aZ(L>{C z$_?dvM3U<`lCaUa_gSUjAK}`whN_kn51{c3)qvSfJo^ACS*r6Z^KN`+h9s8Zi#Guu z0(cbtn<&^?^-o`ay=!e1AH80U`bRwO%+sU+4_1#P>eY|`V_(SdL;z+m42Qxm=T ztIHe;p`QWE&>QmY{`u1o2(i*T-A`q}DMlOR?(E{787S1Sv>S9dQ(Rja%6?K@b+Tpz z)Hj|R4)-k=<{`(sLwHE1321itFJc#=6Q614h;Ys#oWuxnMk4^>6*XcWRWbsm~u-(I5_E31;3Yo<2b zwOW|0*;u(i^pr^?maEoPoA`z}1FPHF+*(GcRDB}m;?U`9mf5f%gD{s`HU>U!6W9*z zZsL>B+D&=xiIX<>|7>qJSRJnjr59-YPzvqtI*eZq&6JAeQYOG?umY&bSXN#~C-LDB zQIOmL1McbiZ0;$bQPZy#2-Ka{jQS~T_1_(82&^4X~%aIpVEr)h4k zmJ6@Npyge?zA|3si-2@xv}_=!vafwf%J>)tad+Eym*`VzzIlB=;dvWOcg?CBSy`IVs-mnhU9&-JX!>(AG;!@4s%> zscw565_O5;0d}VAg%Virl6e2&w|mm_=W|gWvmJM^R7QrwZmB(H%oSF^ zy)7?$5x~$6sBtZ`=lS50r0DkHTE;Dw4WkxYf0Ps2zSFOdzr7!XPT!h@w^=9h#@jxm#pSb(B ze5;wd_N>q|oYOPX_>+apqhQQKUd52fPIWO5_ritqbfyXd1A84@0B$|f{ChagWP4Ll zg@c31WhImpEG&fPkIgfMbIBuVO^y%iO;cl~Cp->UC#|KWPB-ad1vrkPr_P(gAfH`! z@ynGfR{}d;=aJ=_4BAZ9CLtI@Qj!W#I>26MH>bROc;*C;3SdHK&xR6ZF z)@yxs)t;Z|kgq1o8|e2MwGtthIkHm#MZ^>VIrGBK8mEe=+vZDR5|ZP1qRI6&DNvh| zCExGa|G=46a#r}}oZF}59wrF`#)^IFj>%Tb@qW*sh)eAuv;y2eJUKLyCf!tHuh)i#;m*K&O6O@ix%;@Cd9e@O%GcO3NG)jm6ANX zR=xe9qS}9Qi9kZd@?vw!^wz}NN z4CCs;Ec>bdE9e9{{wK*OYNy&zBDe0!zpkC(mT-4pm{r5 zG`i!YT$Y}hDdc_P5fjId{fFoCrJkY9%oLcLiwSu{nZ-ZAPCqKm?7PX=I85)8{h~kj zEQu^&B3}D*&nt>O?SH^9M3k!tk)r z_itildgh$#wwOzwPZ(b>;kFUxplN*!neXq6n)d6t0_8i zJZhIIGEUAp!JF|I&KHr5w}n2~HJq8J!^ATRJqL&2xosPl@9jn}P_n@xe9pSHwkdHH z)1TB)!e2nx)=e4tx$-x$1IceO^Wh)bToMSBY-vnKOM6(XR%%EO9#<`_)yU;s1WS>i z2SiXSC=ss4*ey6l(;JL1tT8+FKi^7LGB4|L+Ufm=r zNn*&WDkCEhFi{0UjeD5Nr~z`Ef0;QL&g}m9*3vcQp3`4n96U zVzX0yygLTTu%}sNT`NxvBp=~bpOrj!H20U5ig}oIcly;GTRUlV$-C|w?$0qf=oCNAoU;j2A}Mpqs>lYYXfncy4%L&2SG^OB z^#B2}iHU3bvD7uo6)hpz-;s)pzYHkNiNiz*6#uJ;@?a~s6;pO<4Q04|^{NC}544_J zFsBaV(F0s9=MzKm7#gM$z(WB!j)I+|y}bYq@Yo9Al+g?L0@Dma?OROF-f~oz*Gl|<`kl(Ai}6bN9tWHc;?7tOx=Qmx zljn+)Tcui5nC^D8?iVKq7K=I4gW9JcW9NH$usO?WqM%FSL2Bis`5GnA#_x6H+9f{E z4DEO~+sQg%o<0F~E8YH^Mk#7kxM6AO7al;$(@l6!>y)z8HNfxVfEI;O&C^>y!SdUE zb{J{!gI*B|ZqK@RI+{Q^`r7Ts9xrw*e`=aGFqqb-oGu@fuhseuYbYu4$A~H`@vjlG zU#nk~ws@N{H@oI8;?m}Qw9!U$;lccojdeH3+?FV%m zt9y1g!~YP;?j#(OjpMX;b=gq*JzhOg-J0(??P)EH|C60pQ!e9C)~$J-D{sqt4S2iw!JjAu zz(zKhfF0v!V;d!&)hUs_l*Nl>SW0p4B6X&slu?1izB%EOqi`0qSziCM`9g62cuS48 zB3(V2rda=ZHLR}IKTNhdI?+?4`nYu72posX6A!IQ?=+Aldx?y@oE-F&!&yNC9yR>PTq5tCQFNem1?6&r*A4lGOgyP7H0B{t?{-jfl7Yg;fR}*IO62@}dv8)!!4eCo z+Ov{7&)5@0*+_0Cri(&xCaw-tC6WZ*g@L%zfDo-_uhV&`8)M9(cpJ-v@Bje)cxPN8*$PJ7W zGCc7ByPuOXaY~P0>_T|8!L9-h83)Z4?<%j()$GOZxh%iQ%Jrp?ar9PwC0M=B?yAwL zdzt?Cj8u#}N%c-l84mHo4Vj$B6WJ$;iHQp6MOY1z{?t4Mc^WJL3t{<%b%x#f28@Y? zE^B)A%tydw6XmNr5=2%GV+}J%Yo2EbW`_3tj}=Go=%J3w!SGaoKaKa?Xfg{kzT3kgzm8mr!H+Nmc1h)mk7-Bixqammd}Fkv3t#x)lSm zrQdK7o6L5c!RTS!s_U$O;NQYEC>o&`wxF45i!eRf-(YqgHk2*{c4G2K^v9RF9ZLm9 z=#LZXI=GyiU9(y0O}`YIezyQYUwDYdyaXiI2puOtbdrC_>pHii_p*6rgEF6-R=n^K zt+}rO;Z4^nJu&>7h&l?~BkT9%dIJ4&K!6IY3-N_DAL--mr$_^NKL3$7;0Mhy1A3qU zf?yXCmR(_HNmismyalW8WgikK1l-6t0asesT4Fg3?@0fDRL%eM?&V5c_+X?47DC3# z&Y!|gOr)Z06c7TlOxJ+P4t|h=h=0T+Bz=`yjhxv&yNa88_KT<4fMs*5bO(c}BfNP{ zWMl$Lv%*eZ?Vw~4`u=V1n!1|vZ9kBjwn~$4VH3>I0HWpqyoSmJep`j7O z=lJ;PlNsP3tQ6n@PbpU#5eVvp@%fMz6s!r@jNizuTr^X? z_4hJBCVk($-U^d5^S3?H_Z+Z4wajb4r@Q$uL0&8L7>nM%-oWpgU!jKjEZ0zxTx>Qw zi&>m?`p?*wTjcoNcEs<;4^(|%q2M(hr{lh-n#V@8+;94y?F~Vc!B(unUO~lv{N!ZJ zj1JEh#v+U4#Wnj+b435yihnpq;iFD{BVf8bK_AAe9P!;m}o`L|`Bn>6nYVw=jJsLAu$KT~@*LGKaG^H=h4A?87xU_f=X z4vvV8KP89FRSAg%Sh$WwOx3uHdLQ=DIIpSVlIMupUDMruZ6ISOvd)O{v|DMWR(4x1 zI2%YNG5$sG?SPd?Ii#@mb;_JTs>9o06790aqV7gioXP7b*`-0UIg}6eL(-#?w3Z(~ zd?C6}7VI@BR!&dcLFh4OsqR43w$}m^pav!PrTFt>zF@-c73PU&(W9DF$X<;WKstdX0II$}Tk zrC5`9><)x<5F8uG+Kpb}89Ll?5)zQW3pe-N+N^i``G*GML?IkbPGM0}l?_}}U#ba@gNch)VV1Et1 zji1Lhp#c{FYk2q1zL_}y{tsJ;xLdH9# zfeH2dQSN8N=M64t7vz#AGHPiF|Lc+PVn#v8a%XckIl^*`7Le-ePcL3+jkgTBIS7CT zJv3TIZOJX-^YkA-#^Tv{@B1;dpI=;hpxpOozUeMq9G-nO}@4}hElB!r^0uv}LX6C4`Y zJ0d^5Z;-*JaX6Lcq``jRIaKZU@r>1$@5+Jtx0LAZMTb33uoW>~n(~$jW$5!*`GEPB zElGpI0TF+q>zBB}ql|=`aXMP%x>cy_Yp45!G_;4#T|KFGXkn9P!>1oV#qsTe@h}7P zr6=7#p3fD&%&S`+dv|qZw1G@C_B5u-nal&5W^Z9>2|A$R>S|Z53n(1Kvo*pGi{w{G z_1&Hjq(Gx%3<7TvBhxMXi2pl3RCXK+vd$u;Y?I?WkginjltRw`HtB*bX|M;6b}G?upA8G^Nk_xV^5uLW1Ie-X)q}%=Gs%{&?VXD zaXZnK9U>lVzoL@+`(wdD^p8s*?kScHFaS6SW8&uKbEh*vNJ+aq)b`RutIGGjNrsbC zi3u$Ek-Y$Nz-k?v!3TVQqm509yb#{RFE4#A0I0P@Pot{IR@q=`_0s3-q2<$Ce#(D` z#YK+nza9i~=7@h26oG61ion?iTJZ<7JI!y;Q~nyyiHt^|Y;e&|sBoAs1lSWJmQ8AA zcJ2P!yT(An*ti!~B3sUPNN8gjtZ4aQlJlFArmUk66u*D;CkiH;+9YZwlBg?j9IenT znVlwz4;Dl8eEFW9<>Ck0tc=zp??bQ?vPrU?XLgQ_8#ih^yJfg|@5zVgK;oNC{D`Cn z;S-(HyT;4we9IYX0V^IO!g$}%f~S4<+t=_HKnMf_u>`=id~>wRMmvQB1;H2npJ=gw zf#k}=?hGUG)=uwYE_osSe4F8M$ zAzl>Yla*dvLWpS)*c)*r7?#J!Tw$Ni2384JT|^}(gOQ7#gQ(&evwv-e5Gak~dd?qAu2P|#E_4OD1DhNuR>o3|) z5QE81mO89dx+KsKjygW`T}u7du0uULVtPqts?0%95Tyh&WzfEBn_$x$+q!_$Bf?j& zvMo(D86ZzZ*Rz)$9fzl`GhKU>=zs~AK)oTb&#`$kHIz<#Bz^*x+r}e>#=!RgvaN7s z5)dJ-tkvu#w;3VK8bDPP6%+_4dD+!HtgGtk5R*H~$hj~7i(xO~p~2DvUY&EUZ-eK3~y&E8CXwP5D1_Wi3rK}ox6yxg1c*jrm6Tt_tPEqEjcM~>7&h%66>(gn?g$0 z?%Wv$chXwV)Dy*b3uZ#4bERXzbD6W$R;K#qb5dZ`wh5aW?cP?nz(FwbHYc(hD@$PW z?>oCm_fG-&lNmJhf^E!w<2>&lscUGogNa!iSj~(74(4!$9--!}&^93}PHkI<0fD*K ze~5T^Vjp>LO?6sr1^Uq;<3pP-!>qmi`kFUn#KtPmm2YmefiHCaE8{4>tG`n|aRDtF z{dn3md4m-NZbqziuQ(wjBktCB-dMvSULlgEU`mr4>EHxQVS=;Jr`SMhXfSX?qp*2P zz^U^+Zm}gHQj8OX95Q?vjvkl&kp+r~r+(8=S1ai{1(QhjFKY|fRf1W<3ou1Nstq)B z#lM_zLF_r4S6YQlf?t&1Tlr5Rj_jcxKwtur(j6Ac zd{+f6g=>{`GX~tvL8RoNhc`AMs{)J;W9!P*TOj}Kl3{!0kkskmfX)^X7oRI&%=`4_ zdrpAMq`*@)9^J(;@wad1@U}7%KAS#7j$}4>QCB?U(%4wfYz*NE<8QTphElqoadGcI zzMK>x-Jd$e{8B_4fX(1Eb}fneO~1=Z$=sd8QA>&ej*~2=`n*#u*Z?VngMqp#*pkCe zLrGIJu1TD)cK=J86+S$%#Se$VLqd#Tp~np68~7@r@PNfPkxPVryS7yOBwo@@Fd!hn z%h<+ZUm{M#I-axhF?ejjkCGW8EKs5sAl=_k-2YAD&^xEdChQWDRw76WjJF{{_gyPJ zuLENsFdg0UhLWjc-*O?*c{Cj?*b_HIiFjS`gmQfuedE+#@7rnAF!I*WNFOv;R2Nb~ zXg3&zC%co67H{NCg8u~2u8%Bi|KngYhw5~lDt~t2q}W4L6#fXzgJz?q{OgRd-G-1mb`qI zRAPW_jckxX8rNo9cT5nQcY&{F`$OkUO?t5ta2o08+Mvl{_N44+lx)*iD9vH$x&`)9`jap@?i|CbuH);EOV1@*40_(PLAy|x1$oOMd{UEc< z6P2x*@0=q(U1O=bY)@5Udj zA9x;(|NI*9n%wNXCD^D7LbEm3m1Id_vTg#DnFontzpUNrypF}d+aBqQrQR4~>V4#~ zn=+iTjMN|B!&1ZGKb>Tx+5@Bs&QVec6R%gJs|TaG<*^~;gUS8!#TUWl;e$bT#7}0N z3G8Gr%orU5n)5#BT@pHdou3!fbsAs~xcq8&s$%}e=Tu<_y8a$ectFbz8$SA-!8Ut3 z)T76b<@EGe0dxX2Am#M+(+Uc94gk(Du|}A8Tn49J^WYJX>gnFS^Ir_Zy-t!R>v5)` z!aIZ;1hHHV@sEm)2%&iX$2XD0{^jNERcqcV;7`1do;x`LWDwvfw=E1tZYo#YCK1|j z=WGVC0&o*ODvVQmxo)sGpX8Pi*N|Gi-%}e)?{EsPT7#M<9k48*7bX_5TF;T%A*09X zmR>q_qv|azl8W&@NUvaV(Xkt)R)sZ)E66qCBwTob(qiu_wcWBfkR=rjT&(r)lP~}K zzy%{Fu1X|8@U|ReCN=<&cjt3L@BnEOY{V}hr3iNakAUYV_>W%tnZ*VIWC%Blr-7e$~YPwHO99AkdX9 zwX`<=f8@P)SdV`nK3u4zVMaSEg!a;oj1nn@w39xiw6&*FAr;Zyl7v~`B_v>}O&hbP6hPZr|JFjMjp7MPIW+O>>h5N8#zox z{aog!mQ=O1>#)1M?kco#!~_83%-Nyw__V3#=nrPe>9vd_1b=zn#SIe#^%AGt&RR+YijbpV zAU*701P6Je^U#ST_}r>D(r3AUmm7^GoR&LRYn((gt!b@{b&$MPd_UaD*{V7yz9(=}x=`cx1S zh=%e$3onDt6sNzM(Ip91qwrk(Ms`$hFn{^y1P6i0+?&)!v(%>m` z;U|Mqj9pL$SeqawtrMk-=8G?f=mdoigvEOwIQ&Zn2nE7dx@`1hU6&Ul+Zk~pOE0X? zD6Fb=>lDK{_?_L zI5p68O73O~zBF}xlA&?x%s6N_wX`1%s=^enpE?mPIQNP(P9Fw7P%n7l0E{i`N|z~D z|Fg%h?QJ}nO7kjQ*mOH@NzQ$=f&VywIGO)Hycz4_j^?7aenf1s9j2L9*rO?pY$@xj zYF}G!*feAxxo3Cn&>P30aHcjhk+Ns^H^Hc<25f7|!>7K)CdD}21u?F1+y;v6k`OH_ z0KQC-epFBDNcATv86{?v$xdK`hS|pTp5pe*QG(nE8Z$~eM$k5%>iLB94Mr|+BqjGN z@>Npr58Ig4rY`7-T60P9jgWikkcUr|{8?}3NnufJ1>F5#ew~x3rDa`j-$lN4U)aWT z)KP?Y8njI?D=A^uT+O}mE{K!^X5; zYg)axwL(;Zl^6aQ46a(|f4)BaXSZj~3TLLL_^d^zbykP{s^PqoolzeHnU2%DuJfwA zq@nr~?DdW`jKlU45YRNMe(tjQoR(eg>p*iY9(o2bJSqo5(UZa}D%#p_(|VVd&Nj$Z zK5}x|$(}r=d|WoTGXbLLImj^CX1Kz39UpJg=PA?6eJfw^{n(L#ZR*)owf(xveY$M0 zR+VX?-kN5i>ng&Mb8TyzsrUn}*`p<^bac9h{((Anrw0>Q2b>|^*4|adp-b`)FDy)X zc|&YlF>rq|KP6ppj-cS+6X=*4bP=(-95dj2OV%&nW{95m)Es*wMxRlxd15VgBPoLg zng&-%5$#H8LE+c5wLh2h(Yh`DI3>L}CP@4u`1zQ990Mn~(*}k^qr!2!`1v0IgZhC{ zIviEl7gsQ{A&57x?`(B-nm~V4LMT8nOA)^gI?uGjYF~wyl9`EB*YJ{>?k~tpO{JH#SXB?Z8X923 zfu9s{`r>nBxwa<~N^SIVTRwjd6-UmVG+1JU2~kQ?%==iF%m-G`+Wvc^AN;=2J0)12 zp1GN8T6ewfY;ep3V|im)nShM*mxjQ{$JqF~X zePrN~Y7|<2ztkawayS%Zr2DKYze-W3;5^<97j)9(l6k<$6^ zZ0&;O`|Nt0OojOFpu2;p(5%;omgx)s^W%pFi~@wGkDsWh+*oPb8ot^VAVKf^>n?AA zL_O^ltX)CQhjWRAAq=Lpm3$9vg=p2=o|B81c^;g7r~8Bn6A}JDC1MSx{e4+Wcz63Z z0t)OD50F`LzeVN5$~+G4x+4?0Hn2_F6?yH#f9?cO4`>!sAOZQfzA( z7k;Ubd6l^^F<#)4b9E={v27!2sdl4;{q`TtszW%D^{B$JBi4O+I%sVW}dFzHDTIQ?l_QQ#d z&q9UA@88d{j1PaFz~c~~oLs26xAXuP7hx*}K1V2e(ruNB>!wg|NKpy_YsL;l9`>gx zBcyFZvx#)N5=mzxpZ=}3H(z^k-6#KC$L=k5ph2F*VF}P44!OeiHW6>K3|s1ZrY`lC z29VQAIa3abzj^b0IEmu#bYYQjDEJEpMb~p3uykMISZOT0+{Cl^7_1Ud;6<*tm4g%a z8c%b~5O$IJO-~e1cy{VjIw4+&a91R-e&BMu8{cm$9pEx!XRnAsA&P3RI5#E71Tr7KI(i1IX6^1SCxC%mdRo%9VG# z?sH_KFiMKHV_roru@pPr+M0pQOLRL;sL4+)&Q=ledH&ChHa0Q^uKC zq17w6KhKuC9-Q0v!KC|$(?CW{OW?uKV3^0jOlyt2qK%GMs#cgt6WJp zdep}~_CUY;_M3*&<yguGEmCIeSTg^Pr-{!kHRO%`R2uy8OO-qfO>dZQ4#O3 zKISB2y=A?bozt@rWnAtlZM0_X)2CZs_KDAVhDyu&9bw#1Ao+^#k@qg;f6aLs1TQtf zoacJd(R+x)#%SGw0CBRhQ1|5uLc~bGR3?R9vNJEl(4;=2?y`>+R-_gC$sJb_Ow2T3 zT3RnTb%sbMtI=rwLRCQrQm4eWVpwat%tp`q(l&GM+1;+Ie&YP1)2eK>zt?Q9FFjk| zV?VuD>ulDEL0fZTJ6L8bdNem=XlS%~H@~pjgS;1+B{E-*iPBP7<)TD=IdgfJ+GA<99Fjs z$mBwKZkEJ|UgW9PW29tYU~r@2D0rz2NvyD8=DO2+MLI7R+%Y8ER=Wv+$7Om`lC$QO zitZ`+Bi9VK5p*Oxv4jt1FverskLTb@edpz)wiT0fuADu)`(m8+<}6|Bb%5(d#zb4& z5qkFPU4?|~4Jls09Mzc{pS!uzu&k4D*i^dQ!tbG99YChjcv;`f*=?m~u&tqJ!c%5t zGjd1*R~XV)lnc{dE6a5@i?gtvL{`Y^$mU7n zklYg}`3jTV$yP^dYHETSeI`OEMIkftH+~HJ;?qPo&7+=s#x5GU%1cvqWIiwvR=TOJ z17kHo(~pk7KJc=IJZvl2Ou4c20gNOc5Y(|Fxu2YGlLN}aRdLo34`|Fr6JDaMYZ%c#U2oT`1=N7f zaORM=UH9a^W>w=@r&O`Gjvr36e46iFT?u{tI`^<}p5| z_Cskdnpil^_*&&Cg_Z36J@Izq)>`6MJ{@FcW7r}evC?y;td0u z#J1;9^fkmZe%JjeaA>PY?xqU$0Da6>rKtq5K;T}T#D_&wFEy)$ZQI41h^`{Oju4qh z@|(JBFMUhgC_?L%sOTrQI5smqV@IiDbtL0?W0dQ9s4RGSeREA&TEv;>>b``CT#(rL z@zp}h+C}cPhRBR^{qpkOObO8gm$Y*Z6x3wg7PL4@2a`17#n%D}gkS+g51A{&!Hb_g zljSWL<)uI92YVBWgr=snbl!sp?-B}rh{nuI=Sd)OKsB99CF%m)X9@IW_R;U#8^433 zMv%G4ev?N7+3N@}3bWN=@Jd8DRI{ICd6|a48>o#J)x7=K$7FZ=F^fSlc&Q8le8r*l^#H5y%3$YC5hc1a&6cH=Wu{8rT^Twox_;T-i zw2cl0&V>6o$Z|kM=89=Gmi5a2_`gp~M=A1_JR&TEA|jacs|f)L0aXnrh6a(Q{XG8M zUiq-!_xBKqkrKuzSFv5wcV?EYyoXog0Uqf!#^WF71YTqXo?^4z$|kXLyN*;z%0?0N z`Db2ImQTK^X#(En;N``l^IBcOU%uq@=BuTqei>_3QfRL_v4gWP?YAB1cJ-FJ`?^ZI z83p;}jzYWvve*#r8hoL7Y~G)wq-B(adY6-@MezHKGXxI=sK!>7)D8)Fi5wZiGT2jY zwC&2s*~U}K*pZ+AAzn_VBY(2`v#;*EWR*>uRnF-2%%W`xvK=k$TbvAqwr)Kmq!N4% z-}M4*d7p{qE>?56e}jXAaRQMK0%FdpPv-_Iiim#J-$FVYJfvctjqv1K}e=wbzOKR=D31lKUe) zazaL^`-n3U;=t0%75J(NV4#Th^El~g@X?&VTgDoq^St&0lgD>8H8w0c%G*$thOZ8cl50ge6u!NMQv z2DZq$r({0cO(u1K!`de*lv|Zqp1=C|hxoNQ78d4g;z-SqGf8!v z5!hHbVn5bKNWQD^i&FN=mEFEWo-dAd7AdH}r0{sWVEmp7a;Uf3OGIgSOJ{h=tLVeL)?J8xy9}U%wAV7B`bt z-$B)5%js^87Z@ZL4B&=s~1~)uWcu3%+)8YsJJdrK3zn=&>j7!^LM_m)= zT^A{8!?&#!7Uv=&EnJOp{P|nAZe3n^RZ!UaVC4%9GD8F{^=BuZezNWJ5X&1pb>8!0 zb!vDRswwiiW}JW^l}%;6c{O)?T-TcO9d>cAEVSwhvsYj>6q5v(p4&iXTo%Q1U?kbmvZ8 zx4`JqxP^PdslZ<7z;i5c6qZ$U8sEK3lu|o)?b;RRwcHb8l)AdIQ${8h%8&2RK8ZK0 zT)s?Q4$zbk!7vg$jnQc2OV&n;24XN3x-Na~-*;ilw%@#l&A6tkH6h$Q*@p=&&B%z! zWUx>+=xI?8_LxRx?Rzc6y4Qr_{rlQSt?%A7rbjOJ(^k@&Jb&LH<7+SL#URL!nJ-XJ zlN&66UjdHH=y@+NF^u$Pvg{;Re|du|LF&m2BwWr3ogbC4SYe*9;3`IT&HwJ*wDe3@ z=cyskNrv0A_m8$_R$IPxxxePdysOPPllhE9SbV+y(kmLRhGRTW7gcNK=W7RkNqpy4 zIq9K0JJ>L^NXL(WJC(9ySD!EqVJc?so6mMecg1wxaL7{3(68>3Ko`Z1xh)>>(15Ug zB6Dh{lh5k$K;6c>%ZpN>zUO5tYr}=aZ65NXnI-~4F`Iw@&I_72@ve-;d1SCRX6nk2 z2?**BpRaZzMv}GRydtS|HKCbC^FQU>AI;4S#l_=hNr)zSM?pn+dj~$_D4#LHo;+ko-6wcq0=!8al*#TBkf+Aj&;C1gzy1L&|#QddfMtrW0Qew*M|_ zjy}KQE%x1vk&5eZ*U_U#*^BH3vTTMfVi0oDd?FKUmRf+(Jr|`x3$?mm@ZBZcGZi9GWEjrt)T)Aip++;9S-jZ+%9W?-f+$UJTei zmrd-=%`>WhKBW}GZck_gv4V$!!ow9%PdprX*f?n6LuoM*)DuZ$ z-ah##-Or{c?eCi;WU3pDA_AIU3cx={%v}(MVY=&zrt92tqfUkc}1`Lf>TkDh}rIIogyK5W(f*s?hRD2^xqC( ze|_PSaEZIE+w!M4kKeWIUiap zXS&F`s$0}sLCeT{Qg?Bk5DYybQS8r3gW)RSW(BVclTA3SLWfq;7E& z6UriPoh9e66RtD`w-jnke{t@xq%M*-`!zr9xX6X6W%^n;RpUan$6Ta1Uzz!)*|7YRoGEFe^niGbKC4KRCEU) z=jFL3jM@ymKcu~}YI->P0StM*J4`gjQ!dVGWbE5H8o4{><3E@TFs^5(TdMgBfav zjV7{{Xsd^NN{U?33$fsj_KS;0z>_-&FLZlg0~Dt#OY_8VaA-hu?~VWWvbBK2Me@sf zL5X|&85m;LvX9KnXXUtBy%^oe#FBeMe@E*N&)L(*PMo2oWnSk+CD#zse0_TISEQql zfqHxLfUp~hO!P-u?@-~^5j=*DFmj)jb!^RMTwF1u0rze>`Uf6*(Tw2pstT{z=fG|- zf*xz%R^`u94QcS`Offu(2(wFRzw@An89x_js|%&2gP_ZSCeHYME)I$#kPn0lUE4ya zaL!dga{K#hi`MU>gDF_&y}{vG)*GRnUkq8d<%HqXHhCp(wL4^CJeBKIG* zk4*3_>d`U_>mt0#leRm#ur4rE7az~85&FOv7SCf`(K;ZivA2@%)Ik3ijk8bA{Zor7 zG0{Cv-sN?6DLUoMfZKLUYSAfLX9e@-+%I2t3V-Tie#56Xsq?nZaE7Ar5l6TmH*e^- z=&}!_b3A5#)(YbH SR*u&cwnf~jlSi)H6Gc9=;k;NMmc1_04T@P}k%=xMwoU-nU zT|INum;T0`z$DXaT-rN$2Nx&z-0XKTZ_o)6^WQjs|KrjIleutmRAOTZ2@OLI{T8xb zbtGw?D+byYR2w}hR)3DI%*qTIZd~(@j~0?yc}GVv!g|q=ex#QJ#sz1o>1_=M-ZOaE z*pXR~Q|ghotVr`3pnK6eEY8y-Z!nrD=UAOP1t$2F-d;@1@d`;3;tzN^xe|6w zy%R0zk*zc91m)xmGK5jm6JsuHA&2X9{t5JK`8`v8%SWZznR87J!>@0xnH)e$a(jF7 zxNn+fyqGZY`D`FAO1l4AkXQtjf!EnEAgmEVSvN8+)I8>$(H8CHab zr)3mqiX^x_KlY5qr0vC8QoT^?xArUwv~c?`Pxe^O4`2@6c#JB>DJwWoEZl8rWV+2b zHT<>Y$)61Sr}#UycvPE@FV4!DXAGqmvyzQMft&AXci4bT_d|5%w|92pWDjJSp5L2(gfB>$_XMSI$#j)duMrOFn~5?o!_kuy&J=EMn?Tz8qV-iD`Uog>lO zG&=Da;=fHG%s4G{xFmeblnHJ^oIp;Dn%?9#J7#I<5aX83>A=)bZ;QE`Dh4P~h zjjX)j2S1?>b{^k5>S|Kz`>>sMrMc%E|J{X>h4DZOolIDAf&ljTw$2e);$Com@?nku@Xb z=GjQ38Nxfa;OiD5&vfp`CV4iluUl7Sb@Lo#3S!)r-tUik&7by*S5?kY?CU_`Mzy(d zQNg%fuNlkd6%wGclB2Dh4&u`#yAw9`xom9GXru9&)Z8~-jWvDLN~U1+eF;^kgzHj$X?b?)kjxp z>AaYna8kg$>xk&M@0TxE*x@f2Xgg=^yf`CWK5m}bpNTqOS##05+JF!@^*9c(1y&QT zRRkK>^b{>l@jZV{5?-+8mKLYl#)lyxCjkopOy%*~#@sU_Dw`p;w%>(%L(XXuY2WHX zYZ+mjNYqF$;x!l4B_e>JV{PCbn*Jv>7=y(v*8z|b*!bmal2|Z=_2-uGi?A5cvi)=c zn29l4E2-%%^(Xc-WTiJ$w^O`E@Ds;y$Mlwb;a{UW$nRB(9eA~97MYIv&T6KP8p)-edOS=q;U=^WF$o2xO=S*-mvDZl0{o=mh%-U!6 z?GO)70HP)W$?4F(OXT+gY>bg1sJudC)AODbPwFBD1e}j941`YMclQdvZt*2gfd;%t z%X80@>)k*lC|O+Odv&$xrUonC2mc9^j?*-{Gc^CO7ueWBR`}5T)*Vx+g$bz}@+@Sw zh4mfO({Es>(d3X6>FYlAl>b{qetV(Ke&R8~Fb1z=r^RZ4s|3etX(q;+ZsvI0QY|Ie ztUYoZcce(ZEy4dhjnFxyllcwMpdQsBBrROe(`_hBuvW74h zz-VugyoKrL#g1Y9C@KAR?Un=LerMx2>rq-_FU&Kb+}404DHrqf5VY zq3$t4qyH2xOBl8D!C*tWrgra2n}HOGSH5V~ttEh?p)G>Bw7obSp7q{td~*8nlNGen zW^H7MUea}A`WeoAzP*Cth|J`Y)vnABp$SL66l*INRG!(@c>2@pH(S}*%-l1a&LiId z+U7QF_HgdhVcerkP8V=pt#4VlLboSGW&OaaVb9#pg>N;ZX_+q6ao<}Z?x^6e)*88g zHXi4MGzBM>fMxpyy{IH|7m(7qck|ItlCyG)>B$iT2WX$W;K#Z5Hc?Ob>VaHX6adlM zYiapQ8XE6Gk9-e|+nx+f@G8IUh#EWEO47AVb))(yu>vOFnaf&Qtf4wiDZ+Fc?(0_y zFiDAjoSeepFgKhu0IlpY`+AkHH#)UpXOg1onv!z!GG%!%UhvFnb+J9oo#g?+tv^Hf z$2d$M*@stGsbljg z^_CvlNVqJNc+`*@_L=;+GKuiPtz{1UHO|vldUCF5iMcv?Xd2&)w3v|r%)na~Hq;Pp zYUsCQ#5lNRqoJX)#>jV@ZxiQR0#|lyu8G+0p|>_*P}4Z$HH}&4F_>7F6n&f-AGD(_ zSz%P5bXnu>H z9{m2aLlWQ%>3lL_0aZC-B{sl6-+c5N4CjF>5=Kk>@KeWUvq%BBx`_zynG*Uw`x9G;s_y&aT?(=FaB{d zGv(0vySz9k=XIeq`=`e5X^6vpGzaGMew&bzdZj&gR^K9O{r#NQo zmJKw8*7dA53Y0R(&AQ(Q+YG(>`Yt}YMDMTS7G~~&GW01a6M;mEh|u$;Bo^v23+|4> zp;s&x1>8LT{K;=lt~<+dqxX#NdgZ*EnA0ms&tJ_S_-n6dRt}myS2N2YIxcR0IXN}8 zZJ0ny8y+YaNqvUQ4-UNPyFk{{7u%;hQC(FfZkU?NaWx_~w&ByISb3e8em#duLu|Re zMH3pGk15NN&c!OhS`b^7bbg_EUs>)|Qu4W@7&86-;(iEzgXh<9qnH<&t1KKG4VWnP z&$JO1gCG_C^$aDP9g%=&d|%^WQx;MJ9^$TDdrEfByx{Y>CyCJ}y6leuX6Q6rgNZuo zeBc$Lj+B;sYnjVyBkqTU4CXE6d{nYwic(&+J9f-7ajm&T>1s@Be_&ElY*|grg$qk| zOFzcuW;#P2qnw=Xo8J}5?8J)8_nWq^OJ%EzRC`XU714^^zWa08;2TgP zGwlTC^}dE1{!D;+c6&1ITncIVLm=NweG1(pb&%*toq6%M$9|IaCINTud`^9q@dXQ( zs+M9fg{8sq`K&czpR+z^s-`V|LD3mj*e!^Qny zz8qPZ>j!7iKKulcD#G4S_BBYc0KZ&Tw1qBU`rqr%`Yzm`b^WA@cHQEhQ|A|_8seoG za}B5tYc%JGLnIe1!IljZPqA`c6@7E6jZUTG>BTRqTbhN^EvA=$JuLKQiKJ_4(&AZL zu{c?&$Xh54q(hQdnBnCOes_`L=m^kG`YMCO$#^ZLW`B}>5R#TnynBFTZI(?Tw5}6n zcKg@FX#^WFr`Fd6IiayE0c0b$+FvXvM&5#l{Y=myI>4(zVj4A=#b>zy8w zlxS1CQEVN4ja$bd)>s%hBrq?Qerj?!#joqSh&t2N~5i^<8*`#;MZ{WFYuQ$nAAD^)AryT@4Mcd)%9qyg^T z9;Nv|UoIRwd%h_?k+F-r^7++w#}EP|HdVWyRmb4xPsnyOyRT5r=bkw_x`kfR^v~q& z_AS9keWB@2>&-s~;l?}g#g8|SsPtH{I=(w7!5JSzoy4EBYVGhMO_hqaj03CJAD*Q6 zr!fMec`qz?w)^lKL|VaeBp*Q9j|TUZhammej)GvjBq-WtxmH;C6UKgzFy#;sq<(k# z?!}}=otN8cNKqP`tP5@T^KUY{Q(7OZ*InHZDAV)H$%po4LVy6(+@V9!`7g^oVT{68 zuKK;A!mEYEdcS3tNK38HbBkD8+m&$(lHMzd9bx1&@lT#_I_d98$Fd}2Urwf8$|`v^ za|1)^%IfuZt45Xafe?+L`hMfq8){cHVqs^OM_CDn1bn^b{wIX%C?QD4lcf)h|JYYcg5Odghm-^HT&j{x&_2%YBKge77N^Yon zU+FsuQ~#WWo5^3VwiV@r<;xvi2l{#o#pA1n;WtHo{J4K#kM!pDg4E`S3xVzUOW8@o z)9adAh@AQr3SnACG7h)(pwy&YzW8Hym87^N!$R+xCWxrkvJft^>J=rz@ODM#_vIgd z{U=0BQ3;f%mUPYW{36@YK~=uB2#SyzBd41lz29eYM)}oq{mNs~VdShI74t9JUVHT? ziM!6aus&a6`lFAo?Wa##uG61(h3_j?dUh_}jBx{LQ!lbU=g;x%`m7vxw7UUDfI`$T z`3XD=|Bfs2XKoaakCw7a#hv459WNMUHqE-LWpno9==vNOwV$E+ZPXrC^Sody14XFT zng&S&O4A%N2=-=7`+B-p+m)59IPjSg3^)Aw6!7$?L}U&%QdJ5(P!+RzfJK#sQDAJn z#B7(1Bj!zGwnQW_xv7EcUFJtE2SE|fyh+37wNB%G`3YRI_C*r?ZpFUWufr5MU%v@Q zP<;$l;xfOZK$LUFWsB>FX*tX(Q`A3?Wk;{2$Lm-eAi>E=3h@y!tBt*xWkB^LNi;oE zgynj#IgjXv^J87qe{7E&v%~532sF_y6)ag7%yfi&itY8TOhY&v3J>B-p6{RJ7HUtJ zB1eM_vdQDYo>N&!wu!AT!j5nmr1g>jIJ?GuFeA*4h+i(^A~G@@n0&7n&-0j0JMr~C zwqQ&W!0z3NlwTMZXAU78R~djca;S(Cc$b&EtPzCLS%fhNg5~x~`XzI?$)*o+)i*0!)SReLmfu4tk9;)M&sDRhgollfE! z=Th-^rQ%C<@^2Rq<3Y@HmZURr^dNSCEJxnuN(EV2gNccY?yJhXbFH#c878Ljxn&nG zT+CaM&f`NdbyO--?3NtIpI7#{XZ*hP4?~Y@2ofFAQP|io+W{_X82TiWmm>HSkt#zr z5zFvPSWA*Uf!;VFBj2E!9usTg{=$1$#rBo}48hBiFyg*qN+GDEP3`SQ`I7D;=4WoB zn>H*rBeCGtD}&vPFzIy~^9@mUII~VJ`Iq4R@kWDQnfRY!>vNQclh_yI_o%UNy}AA1 zpKo~Izx)2N#6a$0sWSG(bo_mlz~#m*_o@lCH{v~Z@$l6De0k#4oscN3a|ors!(Nxn z5*~^;#++j7F;rnCChsKy7(h^^`Cl|0Hx~QB%PRHmkP>+QEh)$ zk*QtOGAah+HxOP5(*L$efA@hW!T?d_HxU*WudAv$CV4^q85KjHmD>wxS$`O;MddsH z*)#t9_n3;Bji~HiRz$B_H!18VX60-7Kp$NJGy^;gGlZE=m?&%k1B%=%VGg+sTh6=UCQr9*>Bct^H~AFt zcN2fF3(L7^@6#O9F<32?lZXD?#}AW=PX=IN{9q>$&@i44DM&Sr3skv83Jpf0OYY9I zY-|?_XIz&=pWI(VeS&Mvnk}2|@0McMxWC@vxgNcfa>8-7O=@>{Zr^mYd}#gM+fh`H z2FSNjB(kZjdvbfzrp;TN9w_f^qF#S%UDM3ssh%+-pBx3!K0&$C*j!S2iBa!jgz32q zHh!Br*C9t9vj2QNq7)J$<9veJ*`%kquuukI9~)RRtpzBZxWvUZ!o$OZo?xhBHy#^NnQR*Burkf3(T(&10ZfDac|tefI1p7)&-p{SQl0Wh|GV%*@O@^X^nIE=OUI z81$sPT-Fu*>MZrc=Jo9V{!^#7)6vONLoDeJJTeK}N8;0`BVY?Sfg%l4jL89J7DmQo z$Em>-6ldmdxBdH_U4A~4akt>0cMSjzGm`LHGPDm>@?8(mJiNUdEbs^j3YkUC$DST$ zgNtA0H~ga;sHv^&56a$oJfotavUngp+4a%IX6e(1OgIu5as!+0cAUC)VtnoQz1#b% z&Z&|=3WJRSHd}@LN>TUseo9u6!xnNWT_d+Eis|3WDA++q_wVn>%KIN#*{}JpKOhr* z98dmVzjt6|X8y0=dQ`{%fBU~ZB5PqjeD#I;2G=MV_nz*QH9R&;b5{P0{Kw8l2&u@+ z--h3C5@_tBNV{w#NHP<@$da;#?A_`OVB9*Pw8JtLN>W$2wT)nsk*b!mTSi94`_`>w zgqAr$)?_;~cG*5@eK~pQgwo#&_ArHp`y||8Om9}-jQp@e*Cl?3j>Azvp+QgL;&xs> zyq$CJ-UGXK9R;866D%>u1`m@DrD)`u+^l~1@S*MW$OVP-;IN$D%^7zb!|xHWXIen3 zs2e(V?AQ(bzvFE$ zAhAIMda1+P{RqUj1i)*m`isY?VW&YQG=Y@m^qDhiNX`MMziWPOu0X<&?8I@owSO<9 z@2MrS1nC(0Ky|!K+$~{Hqayo*4_&&bruHZ@Yi(CQWJb-PYI7>!5+}}5T4sU&e?F)g zE{6W>QXMWm4Grg{oM)Qx5SuYxVv}-Gv$C=xUWB6a6v}66xv0vyz+6qjefS2ust=$x zJi%w^Osf$ws%OQ6X{-A*4Otb5xCnn1(Tm2$$+(Tp1y%;rlfAkig;>|0AX|;iZxNiO z{&`F)^o-Uc+L896{xxKhtq5Ab@%a@6-q};QnYQ-g9;fDT$1o#I1PfsVmJ9ayGu44w zrJ&yP2V3Z9#cDQ@e;1%6JJJW6kCR|_(J4?!6V}-iYB!G+zKp@+^>G9q}fbG{)WB^^VB@DN-eu zJX!Dh<6A=DO9_VZVP=u*#_|HFJAO)*!n#l{==0>H1y*|Lt?adZw6%?7<-35+k=G;5y)KJH*GQOvfzLh$(h(SlBn^nCBbu_b=5S%*A7x zDs?~@0_$ChMdigAo0H=k@z{cdAiX&obwp(cug;^rhF7nC1D%X7^fHsM$)kgpGRBlk z$+}*5voVkrcY^z0XCd0{G@AZ9hZ4VKA*kx%@#H$y!P84sEEa9A9e~RdaZOVW*49}+ zS~M-%?-BaMXb0N^X2mavN5L`DK5eC9ooqDe@AsuBoHR4_^zub(lJWhk>W8-{z)#yJ zHa2!XDljmR-|^?yD+AQOFZSa2D$>$K$~tQvaT&-9czSvHf;*o6@g(nR+%AxuOR2=-luwKMTE<3qI_nBDV12yz8KWvaNbQMt0Zy88ZAp=(XA z5B1oP%_qc@d&u!!-&$3JzRu&bF`eHb`S}EM5*=%qR{4sFnb3wTKm#gFm_< zmd~F*pTyQ!hjhr7409FDXxHvx{DUllF+LDJkPCAU3#SR}{h*CN}o*C~S z>s@q&YLLI5XjV?tZ$5!Tq?#c&_Q3;vqz80=pPg+8CVrehI)ZYLz77r+k(YNH8^n?iShj7uIz?B(qFv_JoqXY0h?v{gw-4w^^j`<>5Nr9%!L#^}^;ANP zlqe6YjbPo_kbidC*8%K6Bvm=MI{Vkw)?RsYv?AGc@ksVeD6g)0zzg-m$b53i;0MAt zSW8!X{tI(+sq5)4vn$wFYHg5ct^1W#MF@WurM(CQnxC*=l?&PooE&ov7VrbB(AwO? z5zoSKP>nB;{JRn=3QH!7#Z%16n@)|09X?zuDY|dp)5aeLRrmO-eZ9RI1Pyk&$EXvJ zETc&c{}GiLX}9Tr#m~u~-3!Q%?QP@AREb$guqQE}x`(*5yen^HE0ULAi51Pbugn|S z)RxTlL|UW)B5b&S6;7`u^7F5xo83O29+`E62x!;4^&2`2 z`Yfp|o*7MS-S)b3q`vdZD=TmWM=%~WY0Vf9nnQ*Yv0>{tkLO;AmN9(4P1w9k9o5L8 z8)?rn43Qa$T&jq@Tn7%wqok^{AJeobNyKTW5QIkKDIm>c^-Lyqc5`zMG3zJl{K|Z| zofvQ6C~ z>cBr6y!RU7i5#miV)oO>G2W%1@$yE>p5e8YTZxLpG9EO%jBw3Yq+)yMqwl#$Jek}1pQ7{McpDYD%x6IoG!2HbF~m5`f}}GK>Q^zDNQbxD zD9oLawcU&tQR~sQinP@NOkx64&L^Ip515{vZ3U8RFu@B;=g+PA>WAs8W#2uXnaWtk zOji!{JMYpAea4_2lfvmG+C`rJ;O zh_LLoaffeV1abwnhw3AQ6$vF?VK1~+7;x4Ni*2vc&h{f*hX(CXx!!e=?(*wsD4M}; zmw-)4{@|Sb0{X4JDvLe0JMvd&SD=^TR0x#(dHa~0oZka3N$T9#)yZX6in^B%Z4TqK znQ$R@p#Oc(ca3KB!o#Rzc{~slD5(ZU4~fG6ai@nCaq2afxx3rAgA(Ahx;#rGX@nw; z8S?Xa?r|In>ez@9@vdq`nCfWp7s=P#4(ykb(zYm>4%wT6NEQ>w7)yp3^%4$`^y)G9gs6rDaOS8KNXd7h5cSt`|Lv$cLoA_P@kzPw*`-B;rR=4`| zTY`j;fh=hN1GcjmjfU>UIbHwn$B9SyLRjaCVW0eo?Rf#@1rMK%gfFg}=rbdBAWsL) zZbwZm2WhkgkgrE@Tshr@ohucyxB)RYbX_B@nX&V}%U~Yq_PR{@ySTb4?(JnMykhqN zfgEzEDL&$zzs_unlLJ&I8F)P%gJF2cUcB(mBE9CfX5(h2V!S^?v3dc^_9~+fyX!9% zv#x>}qb=C$2JK{JJ-UY| zC@BY-)>`hrM69!}icaDVQ2fYyIh9xNoqoID38MVCvAkgG3eSb0C%fc)lHtKjJV-Hf z{0JwsK&Y}f6>v$<;E8r+s;(?(@a@=c-;Esg4122aa_8EPUQ}qGJzi)%aAW?bA;1oW zprxfH9F}{fKphLvChNM}ArmrM@aD>grbI=k(c*jESGDo6&f{D5F85B(GYgv-gZ6T zNCEfnZz2k8l(cqp;$)8`R}?A9JZMm)5G%kfk3BLbW}-RDM-@*AHPx z>ZgZ4oP${a|25r5tMdFiuTvzs|C@e*(zctvHRZ&VDz zWBc?(VXHs0@M*|J)E@3TdpBH6k|H-YAFP2Q#H~Zw zHj34OTXjC0R3`*^<#>DcDFmwHK9l9^`%vPbc)QTaj#@K&QF8P}MMZ^D9rXd8|MmEJ zN=r)@u#Mp2c+=Hi9P`otRyY*%5l7H820F;lIE{6i10*nT&Mxl|X$LheZ8P*wY4DtD z|FP~fL-KN$r>Cb7L?Gx8UOG^}I;6Z({)_#SqBh6ez4HB*kIfZo{=HIvduN^lUSC|7Q z)m-!Lj=}lo&-s>dqf?dRJ)O7Itj+c-5C6C4mc1rR^iw=Hz=VwGM3E%YOLkZuCtP9o zbA7p_A&PCj|7(BA1Tl0JN4H1=&PFX%cebi09S!U@A7S~og)e9)T1F2VVUy;!BzI8z zykl%oN#X?L>1FgN`d_D=J$SOJz{qca8K@A13V1IUH}_f4Uo?vB(j`7-SB&kp-1i@# zfJ&LU@%K;2HS4^Hg)BU4U|>KaWz=8g|9hY4$TJ%a>hgH}KVJ?aITr=VS@-4X&?jSD zp+I2L@f1$KkI9>h_hoN_AzWA3z^Xnz6V1P$=>RvXLb7siqOC{$5V1(qrtw4SfkdFX zX=R1M|NK<#W$tA-!-F3^+N+SNnV*3TCJE=oHE>2vTGGOwjHUR&@FE3C?*)R|3bj0I zhT{GMj*ul%6WB(9I%s2sC5T9LMQ+%9fWM#L$GZ%NeoF56zV3f50XFF5wlOiKpwl}Y zMD*+Uti&!H^yGB#!D}c*2RUA$U;Ko?IKP7pX3SL44&V6+2(`EOxFi zrpoB#`;W%_e)rs@x9=3US5otC+dLv4z6tpoF=PgA(l z{s6rMiGJe;>@k=Sm?etaV0aI99?2THsg9C-e2r~rQmM6t%`g5bz5ct8F+I{BxQG(- zB-(?zBNtND_#u0`^u)%zWcs233g0(Q%fuCfKy6^Ng0}r9TM=?fh}Md=2$_4nKYg5) z7u%DUn|wPOPL7A7NER{SkhQ|PE!QVlsPm`fRoFd}tPG`i;Yv0bI65yyv`N@7L(4yX zAr1XMd*s;ZhJ+*TU1c|hgFeI^T`PDJ`-VTk>9(El@3l<3m>%&UEKL0?tMw6U?pmJn z3;*lKf4{by%=bg1N93JnqmBqIBb594FVwB0EncYK!@3sl;-vffy~Sxz`lwFwP|zK} zprcaG_FCHl4;js{0Oi~DE*ZPY<{djOJt;>0a+OG^_SxHyv$0($_hV>>Izndnjx(cn0t_ zgLqGHYu43wTZlbdSU9)b>gLUx5uz3`@J+rOOm&(*H`c#{*Y&?v68Vv>|DcDKT$fgk z7C$Lm&_GaICei{-Q4tkZ{olb%tu$8UtpED{zbmmkoY)$Ee@W72`^91B{s-VB^Zq~Z z#VCRQzAtfsSU43L~&v z&t`(~USypGmh%kX9P|Y7y(a+jpD1A^E=-pF?}cqMMiVljME+J4Nq{jfKNUFl?^g`M z&W0lG5OHqd0KNnt0&Nk+llU7-vC`?_HJuF?I03`b76J={^0(;gw4N!hX93d}P6aqk z+<4$tkCWzuCk0JZ#5p~^I9#}SRjh=4hH5{7s>)s)7@a^{j;|OqoK78pSBUWV2{ken zqHe5@kvgP66e-XvWuS18ShmGYO+tkcIh3JOk_wSnB&E+lO(7LGo_{Viyzg|Gz&u&4W|hOIEOc?o|EDP0G{-Q3RmFKberi9 zO7D$L;!%+*ne_{u!Cgp0xmKUZ4^I_aE*xW|kP-W)72>M%99HK;dYO@Nbe`{RWR5(jC%_7v6PyawfgG*yHXLbQ!XB4_Z%_<^ z?BFTrhDlX_ZlVuSKI74r5_P(OVb*G^6-sXcmZ;i7s(S(U40oN9N0nlCT(qR4cM;TxcQf*i~W=fYZM=8SVWfmZTqDl@oQxylXEhK&i zjvP_P;)7Xf7$UxNZw#Mj@_8^h5A2^*+M-B_*ns-MAslhUreIk*GlDeXx)rPf8ma0J zv&Vt}-x%sx)Ke`xV*hyVXn_T+s@H|SEYcv|==gIxqM^j31`u`=n|)Wj^}zdgt*w`c zA6Viv-3)g*bPO86{15&TAIrtzpZ$O!KV6cQm3>g3iE~-UX_(W-9YH9k6%?#an~UK@ zsvSpzCMGOGJfTM-e|PzxL>ILTF_F-0^*yEp42VQYYC<40siLJ4GHE`5icNc{Ar@rS z2zn0bG;A;_m;rVmI#z52stc4@!O+deVfl}~@}@bBl>~rD2-8;}@urZfoT%?dKd%aP ztT5O$Xt}kMkrjdJ^SZDwuh;A4IN?AdpdNqJ- zpOVgTXk&sSUx?hh6DTV`A_o}AhYT0uok{!FogzRC;*arWClXyCuw#6B6=37Ul@rq# zRQDS;ZfwPred1B;VJ?hXa@tYcoWI#0J*}fII!93Q=L3pfFmXytOZOTgo2L=AdF?Xh zGDFPS5PxBWdj@-34g~6{5EYMLM|xjdtA-yDz$*3_FPbTCIq|F^R1LE*Kk)*^flU#( z5^wGjC1Hxo{Li2#*ey+AMWghN+t*eHS-aLI*NJCx!0bQ!F~pXGH&*`co?TH7Tp_yt z1fNRuGfHl5Zp2Lo4?``Rbk^n!k~4{IN4wZT1&}Qi2e;7V?@=&mdmfM5{J3c1Wesa= zcz6ol4m`ZGc0>H&5tX3ZCN3NZhep16I;g3ssMQC~j&vylqxBK!_&^`rsBj*y1g`D|dWRkJk>5o- z3ak={D?yM{WW$9tbrtu;&faZ+K_AYdWd0N{M-@qW$cp{+0?wFE0Png{;SEmV2MWeE zI0~6{G{;Bz?dIZoN0J#@J5_vSwB-JE7Um5RNBiNzl-J$>oZJ5LJ<#4qfYXt5umZBh z+!lUavmNjF^z_5yW8ND8-bNF+W`5c7S)6CN;Wytf`748xAtGiE&{o|FvzIjRjUpDY z=-=lTCLBRKXUb!W;?{V|=J%GijqXp~=CS5ermilENa5LDoHIa23i$UdN`j(9K)+Zl zPtgULU{@Nvw-&KY!Pq-E74Td>V0W2@5yA+jglhTb-M@f}nG!H=zIimBR{~D-NdHYf z`o;kH?FQ~Ydh`Usq6@n#VRJ5beDeD2>b zk+ihV{&O*E*y6_T+9co%NCn67w31TDqhzcBaMV2gDlSJt9T-U?mU*1-jWM=va-3G65$&@vdQ|8Utf| zIa#_mrla$8Cy^66&wk6tClzDKHvz&fbC&3!6wc4ME&%xukJ6=gcXyB6x5?=6r{B~1 zM25c)^q4=BVAXXp_;WR4{d7mEeCE+Ai2KoBZHnMn0?4R)0X$p_*3JU6tJ9h8*Knqf zAgCgQS2t$Vs|kJl2=p?1v!WI~X_dYkcSOixHz4qS6kjGVgWf<#Cma}zF*D9xCLBpbyx#=c)5};n7t#8eRiU*QCV(V#{sW_#kW5w1~Kzzx|1FGFqxpVtzQ=i-9~~&qDr$SHwUC$>5~YY8c5nPHFbT z9tR3F0x7QD=fML0*SC6!Ng?8HU%$jooZq-JQ&K(Xs(+UYpefzSHU#T--u5xNaxTGKj2FnU-0GlhzULOk+RM2QAvg&Mvy zP4ULngmpR!3#sdx;_RBL>x~dJF+uw~ID_;2vt={7sT$!>2@#C}sZ4%D?R zxEge<4a;w)00h7In(g|UU9?9u%A1Vhwq^Rz{kg21MCk=G8sP=_L@eiMc*~wTV z)=MQjTFz1tAGe_c6m|UoVpq;pt3p9jXLu;h$o+YUV8ZRa;F4uGnp%bc|F7)IQ2D>w zyRyHgt}X1Z)%I4cR!R{g6tAEL1eLiWh(ocB3{r+tBtVf8ks%5ZA)q)FtO!_2Q+mH0@uBxGxDWRYq9i%z?7i0dhP_rsXzeSA%Tu6G z6Xqc77va#$(-ZVYJ>!uwsfEU55t~+R!#C~3Hgg}VM4d=#8rK8MRzUbWY4*Fv!!RQW za@488RwRLa4ej~%ZH%y4glB>H4fIOB+w#n^O5KzjKxVPMkUq6mW>me}*(dVP#{9mA zQsu2+lh(K|Qd=$xEq48hOW4SsKtFm{u}z23pGq7{ia`wC4MbL(h;s8td&>yo+3*qLA!+)?B^Y4`H70n=q8E z;Y~bmT$x_zlss6ULQ3c*Rl$pe*(l`Wf7T03A@wXmn(9e2OH0e5hN0ip|A;_(v4s_8 zUjyxdqyHl}<`xx|E`?s6|1IwGk&!&y{h@fx4YwL_9P!XZ+2rJ;;f=M0;_zeh$4|a_ z>B8#0dn{u|hwDw(05lj4NP=8erCAWTUG3X^_ej(}j02${%Hp(_4(Mpzc5mI6mX;Q^ zoatWZ)Kn8cC8G)j<6AW9BWx~;4Hr`7w=s5>w&GC0wn-3I9 z+0H~H%mM0FMNBsZBAvm1T&DtUExEYaT?GcxiED~C=WEm(u)L+apd~eDHOxlZRmP9 zsQ>(j#E{m_fBcdpYZMB^P=e)#1*VM_y-v7zwbAjgy5zYQ5_7c^*agm&1;`w`6x!lu z$O7JT?7&-cCG~3(8h$?~??g}(Vj%V-MxOHn@)l;^{ z_I~P!r%%V+6DFJw#4+O(@MIbBO2La3rGk*eajp!W5w`a?P1gkKh15_e`6b%WvDUBO zsv5)%lk%{TD*dolhZ5TET~q!{N$D0mR#p%*xRC%b4v^>3xg!?6NH3m#DjPC2Lg$?l zsA_I%gh>f)>+f)lQGC*iGi867T1iw66K1S5YyJS|23e+-Dp(8@%wppb6`TOqtXuY7 zAHGU%noW3NvM!-mVNWEL-%+k#SP_H$ z!J~XfWI9E|fE_LJ$-|gbrfFQIzf!s7_#57Ad8tqLa}k`Ja$L@!LC>1 zAgulsvexN-y2%y(PywBrj%rSJSGEe$eV6DCbNoaMfxgXN@YWnd^Sio8zkz#eSaSuu zF<%{B@|dWPK zqd|h8U5w`R4Go8E1of_PpQ#|9r&=;0g3_NS=$HXQXo+G~RUjf&a}{)0(QEeV>Ya>E z0q-Bzi%0T{i~OoO9=OC-ur=^UINoi~Zq23UpS@*2B(;%JDU0^dI+;&CNd-ZWFh{zX zTO=8{b#g&C?kKrgS(kJpoiFLXy!-EY)&k1mna`14+hHzo8!Pebv>=6#E)zpH#IHeD zcUkqU9*-}Cryw*CC2b_Mj-Hy8xIfNAnOI%O1+Jzn-#>nZhPXjiqkG_UUp zKC$sg(brMX9CE-jm`34{E?=zd*$Jm?=Cue& z^+7^Ct@{NOgwKTI{TElO85+{9B--Axn>929*=g0+x}`qk)Z6dkhZhd{MU5vX?QLSJHyx`g zWKz_gz5j-o8L&3mF}o!vJUslpiFNwSL>vcHp~&JK=KT-Qlp>$-*p zPki;B;-gnpdhIn29!CGnDZX}#JFsk2CeAP5yuSqiza2DoG^5DE#}YC~&s|~)n+(T>r@%q4M9-sv8=I6n&~>hyi! z#mSeos{!^=iINJN(X;IpW|B~G6)WV_e^xB{1=w>Pj2_^bUzLZrK2xr&O4&-0_nqD-|p()bbi z;oN=%cpavwbYn^vcy|t5+r+{o|)K;!C3ti@EV@uu};fV|byk@o3Mz_TtU@1Pt7Mw!yg%=W9{8 z*}^AJScmA!%CqOWB3Q?E`V6 z`SV9C;VE!d9PBiXbxtIqNI+*7bZK4%=0+83OKkLb1!PS=L`n_{QIDS6zrqZZ7_dx8 zTmAXo2+V&3FYy^tw0jHda8T z3JuI@cAWI4C7xT9U6%Cwq4mMuGuTq&u&n?c+vZp(mJCMWLLm7h8M3VaqB=mtf)N?H zbDDfoKcjl(;!%v31{h;|4Y~kYBj~_STq4#2%Srw!N(VY!y!8A=6)pC^j$Sa{si@@b zmVAEc?e3TUg17fsEIAf`|NlQrZ^ZxfZILKlda!)h%yC0C`K~k*i!TfIeShIU&)z1F literal 0 HcmV?d00001 diff --git a/Content/Presentations/sections/Section_Hierarchical.tex b/Content/Presentations/sections/Section_Hierarchical.tex index 76ba83e5..f624ffa8 100644 --- a/Content/Presentations/sections/Section_Hierarchical.tex +++ b/Content/Presentations/sections/Section_Hierarchical.tex @@ -561,29 +561,24 @@ \begin{frame}[fragile]{Reminder, Exercise \#4 with Flat Parallelism} - \vspace{-10pt} - - \includegraphics[viewport=1.25in 3.0in 10in 6in, width=0.95\textwidth]{figures/Exercise04-Performance.pdf} - + \vspace{-5pt} + \hspace{-15pt} + \includegraphics[trim=20pt 0 50pt 5pt, clip, width=1.0\textwidth]{figures/Exercise04-Performance.png} \vspace{-15pt} - \begin{textblock*}{0.5\textwidth}(0.65\textwidth,0.28\textheight) + \begin{textblock*}{0.5\textwidth}(0.69\textwidth,0.30\textheight) \textbf{coalesced} \end{textblock*} - \begin{textblock*}{0.5\textwidth}(0.60\textwidth,0.44\textheight) + \begin{textblock*}{0.5\textwidth}(0.35\textwidth,0.65\textheight) \textbf{cached} \end{textblock*} - \begin{textblock*}{0.5\textwidth}(0.60\textwidth,0.61\textheight) + \begin{textblock*}{0.5\textwidth}(0.65\textwidth,0.56\textheight) \textbf{uncoalesced} \end{textblock*} - \begin{textblock*}{0.5\textwidth}(0.70\textwidth,0.68\textheight) - \textbf{cached} - \end{textblock*} - - \begin{textblock*}{0.5\textwidth}(0.70\textwidth,0.77\textheight) + \begin{textblock*}{0.5\textwidth}(0.71\textwidth,0.78\textheight) \textbf{uncached} \end{textblock*} diff --git a/Content/Presentations/sections/Section_MemoryAccessPatterns.tex b/Content/Presentations/sections/Section_MemoryAccessPatterns.tex index 8eafaf25..1123e1b9 100644 --- a/Content/Presentations/sections/Section_MemoryAccessPatterns.tex +++ b/Content/Presentations/sections/Section_MemoryAccessPatterns.tex @@ -143,10 +143,9 @@ \begin{frame}[fragile]{Exercise \#4: Inner Product, Flat Parallelism} - \vspace{-10pt} - - \includegraphics[viewport=1.25in 3.0in 10in 6in, width=0.95\textwidth]{figures/Exercise04-Performance.pdf} - + \vspace{-5pt} + \hspace{-15pt} + \includegraphics[trim=20pt 0 50pt 5pt, clip, width=1.0\textwidth]{figures/Exercise04-Performance.png} \vspace{-15pt} \begin{textblock*}{0.5\textwidth}(0.97\textwidth,0.50\textheight) @@ -489,29 +488,24 @@ \begin{frame}[fragile]{Example: inner product (5)} - \vspace{-10pt} - - \includegraphics[viewport=1.25in 3.0in 10in 6in, width=0.95\textwidth]{figures/Exercise04-Performance.pdf} - + \vspace{-5pt} + \hspace{-15pt} + \includegraphics[trim=20pt 0 50pt 5pt, clip, width=1.0\textwidth]{figures/Exercise04-Performance.png} \vspace{-15pt} - \begin{textblock*}{0.5\textwidth}(0.65\textwidth,0.28\textheight) + \begin{textblock*}{0.5\textwidth}(0.69\textwidth,0.30\textheight) \textbf{coalesced} \end{textblock*} - \begin{textblock*}{0.5\textwidth}(0.60\textwidth,0.44\textheight) + \begin{textblock*}{0.5\textwidth}(0.35\textwidth,0.65\textheight) \textbf{cached} \end{textblock*} - \begin{textblock*}{0.5\textwidth}(0.60\textwidth,0.61\textheight) + \begin{textblock*}{0.5\textwidth}(0.65\textwidth,0.56\textheight) \textbf{uncoalesced} \end{textblock*} - \begin{textblock*}{0.5\textwidth}(0.70\textwidth,0.72\textheight) - \textbf{cached} - \end{textblock*} - - \begin{textblock*}{0.5\textwidth}(0.70\textwidth,0.77\textheight) + \begin{textblock*}{0.5\textwidth}(0.71\textwidth,0.78\textheight) \textbf{uncached} \end{textblock*}