From cf9d49a68326bcefddaaa13e9e368a5927366c19 Mon Sep 17 00:00:00 2001 From: Peter Schaefer Date: Mon, 21 Oct 2013 09:20:08 +0200 Subject: [PATCH] =?utf8?q?VO=203=20hinzugef=C3=BCgt?= MIME-Version: 1.0 Content-Type: text/plain; charset=utf8 Content-Transfer-Encoding: 8bit --- UE/template.sty | 6 +++ Vorlesung.pdf | Bin 53756 -> 64431 bytes Vorlesung.tex | 138 ++++++++++++++++++++++++++++++++++++++++++++---- 3 files changed, 133 insertions(+), 11 deletions(-) diff --git a/UE/template.sty b/UE/template.sty index eef8389..bbb6af8 100644 --- a/UE/template.sty +++ b/UE/template.sty @@ -25,6 +25,11 @@ %\usepackage{python} % See Bottom Code was directly imported +\usepackage{hyperref} %Links im Inhaltsverzeichnis + +\hypersetup{linkbordercolor={1 1 1},citebordercolor={1 1 1},urlbordercolor={1 1 1}} + + \usepackage{fancyhdr} \pagestyle{fancy} @@ -43,6 +48,7 @@ \def \C {\mathbb{C}} \def \P {\mathbb{P}} \def \E {\mathbb{E}} +\def \V {\mathbb{V}} \def\oder{\vee} \def\und{\wedge} diff --git a/Vorlesung.pdf b/Vorlesung.pdf index 3848c8f6e958c37970011054e5b9739fc79794cf..0320ff88ab67d4abec88b91c90f0d1e2f2edaafc 100644 GIT binary patch delta 61931 zcmZs?V{o8t5Uv^9wl%SB+qP}{jcsS5iJi$Lnb@{%b7FhHb9T4()H(a_sp@}SPj}ya zRo@@Q;J=^2sVSAkB^g*4Ip8Q~7l&5iShz@-Nt{e=N%;BUnB*-St=z3i*qGT#QfEnN zfcPXixj|-(@aKEFs|HYfCqst@b^jn{ZsWP|)(W$?UPX8t$yp;O*2)lGc&)a!vDd3M z=t9V_3(T*3{@^qxbF`LMHB2hR9NpV5hh?zHF|RXk~3VbgXmkdBVsn=(5(8 zRA%@`OV2;tJ}oKD7*z?W0g5BL8}-}*C5CBGuHpRL^YHf-4-L8jU=p;U({L7!=5Fq; z7A6k=ih1@$_h$7BCc|HACj4DpUnV}!9WSYQM8$&{cHkbBFw} zY`RdPz&_`7N$I}W0w{hiI1Na!7$Ou|TKc+VkvEWKv1*PGplZ{VsjPt-g&5UYV*cw| z^SSW6KsTdziaRQltq2xi{1*$9{L0daEt~#?)0~C40m$<%Ho(rQnjQ(x$C@+5*jtob zkTYe+;&6I?M4m|ma;)7w#yB4i7YI~VsB)~PLybP^CFP@ z9p<1_am#ZSyX7t@zQ94sN?(D$;HL0Z_rw0{a(@k!Vxc3YdC|ZX#oPgilrB8zVX04G z*C7$w%a;pq?krYLe9uUOgz!9`eyeQNKDikfvwU}L%E1izc2|N~-E!X=x*=J(2{9+E zbOh$%Ox29SSZxwqrs7Bpn%QkQvoq~+;F}2jMQ%jtiFe8@e2k=URAlu;@KXA?jNr*Z z^gArMW+xT^|4Sl^4rhV(zke1s_S7IS3@{#^|51FY-C%IQX+R_0hUl}LHc^l)iE>yy z1WXve{C+gsYFzv!>8??aR6shr)RsVtxmt%t<zqd(m~NHj!H%!jYy46 z1jA1gTAX26E4*bj#FrAHU;RE9h3kL8wV!_(i$uUw!wp9l))8@vEf+_rH_+hzQyiIy zrV7=`q7PB|ox~wyYQdj*E(z%-LskoO@|I2;BcP53SlV}t^eD=@e4rK6P>M3!!`php z->hah^B;1@?cUf+bhyYHqto`c(T-b}6xAG9GN*xV;M%pgBBv5dg+-hRAmX>ZKyJ{( zM9h;UgyF@bN%m=fr(=Uq)|SJ&*}0!t(VNIli1hPN=Ei^qn~wxSyC6))L_NPNS9{mhQImkOJ4Jdqv~O#822=KV<-PzA<` z3%!k3F8FI@Y5Qp#v(g{o(m_UTeGKANH7Sk#Xmp!_{Llr*Jc}K71hzjj(y{Q zk$_Co=s;6mc1qZQQo~)#coSo)$xAXYmu+nKIHU1&5uV0yK?lRhfr&Dz#KBtv#Uj*Q z%Oh0rGOGpb;b0;yAl*=Lc%vc~CJmgmIq*fSOHkhnPtlA<)+nB}yM1xbssn!8(k9V& zdxVi%+Ws8J<>wu?c+4k3J2_L|<95+>va47xgRC!(PsgSSyt>~RP9qJ2p96OxB3AdW z`}RCNpH_B3j*jPEiGmKb3$R+ih*LErUy`NsXzH_T0E^M)<}^MZw3CbgR_Bjo!8>e} zGftw%3-q!Ctrf3(-y5d;p=z#)rMsH1d&ft=&*P4z{iWBbBM&yrcs0U^bjTY`H=0iXLm+^vMXce0bUP(M0qs zrIHOX@X_Cm`R0Opt;C-}{q6-sD9}YquyJ_~85IIbWHg;>3FaIClusx2yIo8vV}m^4 zeA1qFW%;EuoZVE5HfnZJa3H|Z`~`E$CR+MmAa6VxCxs;vXlUZf*1aN&iRz#BRLYM-gIE_?i$^|Pd2ttTVh)T#+npBCdV<{0wWrCGlg&)uj#4|bwC2g30I13zjJ~;3|j^o!}^EX7qY=Q zk{*si)>TPUz#5^_Qjl&b!8e#L)MTI;Wm{EHQC(BUPrc)4pjiqljINpLP%vl6pDu<6daC9_wEPTJlDOwsIA1P&|oQBaSbE z--iZ_TP)hzg+;kCGAf)H41;_aPeTfpXo5`JD4#zS<55;T9VT@e72h<2k&>RE+{%pW zcCl%{uOdHSRZay>S_!6|(Le>3U(a<8wpXqlfscW`3Jq00L=FCaBF^{s=*vtE=kmMH zTJZ)q|3$q^Y*ckLK{+ZMVm(+iNRfv4mogf&n=|g%*NQ!J$!`d6UaSx5*lrI4`-0ph$DtM3P!rQFMI@h&~= zPXJO=yjS?pOJT-dWapYvH)gXO^+-gn*1r@GVTW9%uE<)tx*t2QThv!4m47jUKD>JS z&zD7S+a!cCi0l&!7(^6N#`ErmHe=OM9mez%eu|XOz+=;~+%m1DcrGy@g|7oiPQZ0iGl{7@~>5Af)akcb0!+wwC> zsA+#FW#X%Qq;v~pOicUnr}pyOgval-tgiA+JY`~qMO}YHJD*{ComUj9MUGl(FO?`* z3AFbO7rJt>6or1d-a5hMSEHDtGI3ozeSrxuKCh6N;ddnIfD4?w#SAv-mu=%D0Nnb% z!46|q1dj=NG2G79lCp8he-QU3(T*2XT_l_*R%uY?Yg{Md52`8JE&C1EUR8g^BF`4YZ>3O$g-!||T)1rdU2D9q(tQ+|1IUycJ@1AN+f z|LdX)-h2K5i&P5eiQV5H6Xi=F1;H3ZAu-K&YvAOHSu?g!JD(sucD%geTh1sE>jhi- z$-F18XLtYg<)X9FETa{t?z%v06HUO@ReF*Ii}cS#^~z(S(KNP#&?wiE_EC<@(V~s! zL`O^Y#R|mVhE7|&yo}JLRC9eNW$X3d>FP3jVKzIFbnA7p5!&??fr7SuS4qW$ifG_! zt|%OEx7*5Yw9GxOry}H91Ss5c!n$qY+$B>FF8nJ4AGf%g8h&xc*F)$PHwZxDh{7W( z5r??FO_#tK)E>kM9&8LW(a_w0%2@H$PETU0)LZ^3!{&_ew7{vBg6?vwK&vn->>t6w zkj)pZj#OdRp(?fT&H7;eg6i{YFf!%nms0;C(>9qRu!}_P->}2g&jJ6YXNHObpTi7) zwQ4GnV(%JuY)9hq|IUjpZC?c7e>)*SW{O(qk1MQ)HZcjlv7r%)@JPVgn*6%HXz6pW zw>|b_V-SDx+^vB6z^fSepfD)lnAwHBKyT{?VkXWWXWjUMQHti*DDo`qkJceZu@G@AKYH?~Yz?5zU4*C5OBVlL@k z8hM;|XdBi#Dp|GMQxc`XN~N)>!Nt>8rV0+n6MChR<9?A!u$oQ+E)*%SkMjlPu?fEf zheI(*ebO`R6t)hLdV_a8#Y?7y52~FIv2#2&6si^kB;TcepqfA{cPmHc>uL*GPfA@- zp~ol_F~M}Iq93V}X59l)(*!m%>;j^LLFjUnw9t;V&-^$TbEb!fiMqd0z|Pv%($RQJ zA&5&MmZ*AUAnP@YBJEhU9m4Wyu@2aSFK6ui3YMT4kmt${*zHRPPM&s*`YmM*EWGXh z5!x%*<60nc=3tZt-!z%}5fcLMcP+0zekHq>bIs7T?Repjps0PB zM#tDz=RiyZuo(gQQ+gtH6m`Sy3TB&^n+3AsEx)60%U83n_xDnhGV{YaAHMPK&<;kc z&!x59P<2jAw=EKT?-5(mB1BPIoBkLNUe`m|zekKCcHV$YMv0TTGwULiV@l35YLE^U ztjvVe2G&I4bc>)V*Qf`d1${QaA!Rk2bnUpM?N;t;aM1wkUN~|aUvb8aJBN)ObzNp8 zEiNr*!>^~q3V!wkJB2VCykPd2SJRJq4?i9!f0e2C@uDhTEqY@97{|EWPW;#p|0+qf zPpum+$@$Tw)4?vK$Qlp~`O>2ppv`*(|!7O$FETjwHIjzk5`1^4{;g ziPA%&y!8KrMdoNNT`wP=Wn*Y~QAK(7XMtI@KUufaW zz-1HAAXGZ>m(4;`f0fui2WkG(R*q8o`h_(^o#G26&*D?6k$oZVkGEdCbCzD~YVQ<0 z6bR7QX9gMLFoMvc2IYck>fspI)cjfd)Fg&NWRq>e=F9)dG)0bgjAh=!gpQP5-<1w> z%ZO~ZdHPsq2g*5v#f*gL@>FHKL6ST851w%^@v!y##M-7_FP*5Zf;vPV7pLZ(95=gs zC?3cDMUzC}uWh_gQ|%#m8@qRe@wG0k8{*4XWkU;-oSxrRTQF_|e?_V%f!;-hMWOF@GyE{LZNIG}Yxu z(2vUx|6NXo!-!(g8I(;Uzx+0}j0Tn&W0`_AtG0vmx^`(l9M<(O-3hnOPRX{7Q_k9Z z`RU|4k^CdiG+*A~$p@soxGk8v`Y!;jD|VI`4Hr@|==^UkSg!p`Pn&bDzyX$}3IYH8+NbdGNT!RYa7B7gAR@Ot7kcOkL=jVQj`ADXQ zTjt1}zTDz4oFUh$!uso-*4dR=RHo* zO$8>{wB659ush?vsO3zUHRuV+?^aGl>HE{VDPx(k?wFgP#^;$QZz_~DFS{P2-!3;V`*87Y z@&~(qH58+i+lH85pFw1Iz{@D;_Ruwi8W8H+KH+jw?DifW3uC6JP)+5+Mwg*Rlag+* zzB~56n@G!><{nrHRZKL0WgE-pv18+4^9SAv*D3ye0(i2@^oz1 zG}gXOVb3(Nv7^DLA@z(#eyJlSOUvaZqDaFEW}{MM)faa&N!}id-#%RaAT`IcDi>E^%5-t{{Hp^*HNJA{l)KoD(C=CXrz6^sf9g4RM3$`%A#k*Ki<+YdgQCw7EJ zlp=y#IqdpL@Z~?($`54}H8k52Lq-L`PsnozNgM(T z4HaZK>}Idd#5BlEpisI`51MKV2f|IfhzepDb8{*hqi!@??fmd8C-plQ#XFMv7m0Y7 za|x9wO&Dc%ZmnXVPa^fn&5>8{P)O34f}lGGsG|BfN+6F6%PGmH7kdLIhf#w+nX+#6$HZ^B+qHdMkd~rKWS|KLuLh&<-7pgYjm_2(rFqw z4SQWAVaAvwj2Tj_bMfa)NR>R>QPi%7L@kmvf$bysA-oX;d#e`D(`x=QiU9;Ca+*1N z1<=&UQVE{3l9$tiBqmSc*E=->L={Eh(m@h{+^rshY|nslmk?0wQV1%DDTV>t{Lht{46a0jSu z>_l85nWsa2`y~p03C{8F)9DmmHztu5!5lP`-c5$8(uAaoL$Lj~lVw2z^*rq>yuIqi zxKts*NCTZCyfpPXw!{bZJ^O1L2*z-6h(T)eBVU_l-xu|o(HN|XuL#W*ux?a`gy`d- ze@z`i{_P1QnHY@qw=O|7#SmO1d)Z>*v1nEM1H5MZQTqMCc46S#!o4KVSmMW5YHaiM zD6MjRHzqzUoMr>&_E1F`ROS;doYqX zP%^wrin@na;ROD!)&}odzroi}=;Y%$e&Dz503i(n+MB_Tg2xA%Ql)@Mcwv%oqpIh8 zbL(8+*QGvaZ*j5vhv4CoU$1t-+|3hngMWACzS_b%maTS!es<4*W3-t+FZt|kev;4< zGS%oo=G3i%{3HyBECc02YZ|up+AT2Ql9HKIr=dVV(rn;r`V$=;Kv1)@ue zcLT?v)ZxRl+ ztBOYv#Aw9RGDHMzA!Kt2tL76goSWRa-N**b&qeKqxGw^ImTV2!HR%fNdV+Q0W!PkL z@f7q!*up`tQIaR_cd>O*pE1}Ao(c|o$E{ZYVoD;9nKz<+m6$%}0upK2a- zGE+z-Qv@X2*K&9BQ~LAHG>`eWje1&XwYW6LO?6Bd_}WBHVv}_7*vN=q)}b7$RCx9~ zTvFIBDe40|5h2v5x5f=~$$F^`_p;DUY!a)5_jsxSgw4sQRtHBMydm-bCZZe6z&0xN zdvOzlyRchmygBAjJF5dWUxEa7Ba0{_Tg@B)G8rJ|_UI1gDCkeJ8m$7QtPJxQtEw!lD zQ09&{7Fd@24|N6YY0!=berZ#3q@|mdQ0Gq*Yki(T){^JEC>!-3!9+yINR}Z!vmgME z1=OsshZM=>d4p+Li*Rh98{ecT8=i?WvLVuI&I`uNH9|3Sy&@jti+3l88Yd}`8VwUJ=!wOt>}j|PK|KS16TekRT)oQ9ln z+R^^F0;})CgoDY~N2_D1thDODy_@b%eyvEn>h*Oza9Bq7$7Ab@kBvT-jq0>_2i<%4 zZza&Fi>2|h{1B?$5w%8P&m8pdmZAWy8ibylH{G?`Vt%+=c3hIcz^@=DB_Zpf$ zNf~>Q?9;L+j42Ny{$G@tyeg`J$IA4UJtPRUGxAZiRpng)#?7mQ-`GH@A!CzG?XD0W z-S*-?;Xe<}vra1$6kYTcUWQe7>zod88itHp1GI`XtVX$_HJ24f&ELCymKdJ3hM~z( zXLeENH4__sX+zfO=QAREK@;yD0Jz)E$`;7nRWs{Hq8e^Wj&kM^Z9Tm( zUIV=K{R!ok0*wniSP9^=g19Q4LupKT`o37QM4d<|Y^E1y33U1of%P6+{2L}-AR;v4 zKeZ80KpbQntK0+#Qx<+U4mCuP>eg@xStWb(chtp?qt2bmtUK|Bhbt5)o8|Yo{LAZl zta(|%ewkYan?PQ)3Mzj@*u{Ee6TU->#Z{Y%=~~tb=S=>-vwWp62w5Jd zo{S|+~m8BWR^SX-b5jZKQ{qy=W5J8Ei-ODnBPs^zUSQ5kJbR(DApbuT%rHnJ*kq2MhgTAuzK{+c&Sh(4B+l>QDyDt zvDEYlMd>%iKcju*i;@k2Zyuq`)9`T-O1x`b@xf`tW2Fit>IUi(DOAU9Y-Tf)qut&G zO#=4{Lob+Cy#DRot94aBoi|1y{1;E!9#a-#AJP6z`WUK53c2m@Y}@a89nooz3I3ap z4`}^)Eocv4sEi6h=Kc_z*jNo_-Ppts`9mE>W0724MFV*Pu$6!#f}6;`=IFti?EbQ5 z6sP-s@$pKIy>)G?j1h<}bqEOh?cn!wYZ{3A>1jDeSZq*PY>6%G^}c#f7E&Ki$l)pH z(O}3}-IGecT9HvF*N=4-q3LVqtA)p;qLayBt&zi4V=*VEPPtC{fzBl-6+ zxdx2Drl~kS&Q;3x`;4}qNZK?>zk8kO>RroZL8Jj`saCwiBHTh@_;fBs=S88a~T z*5AEhXyIZ{T>BVw9dr42sg|;yDvIWJdig2;p}#J-`I0UVtgInxJ3rmRyBc_!Xc}HRjK%~NY$mj%B1aMvgh@`D$e>Ld82E_ znrJ%2JqMc%hF?Kh4h_1XPs#>q%x^$n?$o4zV;)4JovJeGUkz`fPC(XUQ|QRbpMco0 zyMsnLHpF33KE!CZ=sTeWXI_9Qu>GJdp!pg1ZrOuH9wFN-e+L(gkyzJJ}KaiBpyP??OL>oYV5JEsyPx$2ghUK-U^umCiuv%?> zBVioZ`gkNk5CwzN4VFk%JOS!^%9g2?%GJ}eiuUd~%J60InL&jWs9Kw}E-vhpiqPra57D$Pz6g}l;@=D|2UjU2s}v^EbHxf< zRc+YgBKH|z z@~^G9>%ox|!GHe&&ss79!b=mOZliyf#I%^GaR{6gy8047n=MP2rDATa|HK6jLy!F) zI{6eE7#5C3Sm>Q6orVe%l{7(~RTcjsk|GnydrJeb9J55JkZc!j^Q0N8r6q@Qi3*?+ zisi1Eh0qh&i28=XSx_bwRY~PiR1V%!$;jx}rKH6;L&cGaSofTIL}8_*f$!_lu!lFL z2<#KU6BL;kj~Td&;0=sMMKqZl;E*21IiFQXik|_DgxH-@4-)XqsH0%r-Xw?`>g07p z#e0DKj2KNhXKwI;LsV$O^G}pZ<^@j@sJ|J|pD;&=e-Dl&;z=euQBPY@r&-AN2Fwq4 zZ(RKu%U?^=>?p)9ev*Q+c*57|(%6^p*6Y9wG`UG`CC93g1m!78xoyDZIurb^LK1;h z%@Xi%@tMwQNcX@nx@4V!v&z(RbdN-j+vo&zdF`_OJ~G3iTj|fK=@&tWD2G|ME}$9p!Z&}5VS=H8jjVLSVJa!2981Xaw)Kb z!uZq{Q;hndEL<3Q=*+eqPs>zvnjW49U#-r4^?wT(RwNEG4-G;X;I+TZjQkKr#OHvz zmyhKAd%q#*gpOK#r!CYV#?%i|s_3DxA9_yq!JG6)v--8=E}-2T7Y-UH$}_#mM{qK4 z{71gZAVay9%Mu~+?idG2OxEy%G$=L}cchUJbz%cwjZ*8dZpyOkxbyEQNoe61D~hs< za;$EWVJxro zsTEEPF3Mjnxie%1*T3hFb>983%1HGU8C!clNt4s;Jpmfm?=R&je51kz;lCp9uuW~j zqt~#{NRUcU174^qEMWq}yLsjZH*Roh;96))$B-LBCuq)lamrRAjKdOo&ac2qXxf#s zA*i=sqkCZxn0Mi~x?km+w>v+2TaMygUu#9fC5erPnnnD==_Xc}xKA+u6#*(D188@F z@5*Ac_mUzK(`H~CjuaFIP5O;4K2bASlz{fXPtee*l$rmt5;>Xw_e#XDW+CBWVflZL z9a%|OxLCMTnej0oSlQS)Qk_|U04aXl>KE7}$@)-jhiHoSUTsrT28yIq;lq@vh3uBi ze{dT|Cb42F%8Kv`Q*vb~&2zaW3fW6tf8^=YqS97kNM*8NR?RsTE9On#f8;+Gcm*u` zuIOHSF|d)l*4ILVCx8VQbDGAs477piQ}7UhMR|J1WoKh!myn`N8cK=@16m+Tz59gq z5ClljvnY$M5=`a*JN=?ivXq&k)Go{u$o3lSNf_xa2$Z-~5KR*7AC}d#kM4igIK6z+ zu99RYIZoiCM}-m~a!sdXAPi$cYc&`_ppwPcXgW0@y8JNO(+`itTnt2}r5^<#a4;-p zD82K<=EBjpLVf|Lc<@DjKz%knO79d|)Co9cC<1HPtXYsXUM%$V-I6`jsD+4q62kp2 z8wC(Oex&DACJLyckv}3t$j&e4a6zb137pt(kBO()4j^c2*C&d--s+uBuh#s$qmm#e zPMqMmkYT?;%-I5$LDRh?A?ba>ci;+)FV=oczjUs-XMz672I=cV1%A1-HDMqi^%iG< z*TW(UTVIcXWW{}9*^NY?KEU?Mh|dREXT@d{p%Eb)+t4c_IN;5oKx2c*MIIdVpm%}? zLGtiNK{np*kfQdo+6YDPpeeIQkxGOSD2_)^0KES2lmQn{ zZUUmC(^pTuccV)IfxSb8W^ea*2Uu^vUPvjBTmo2|Z@3a_*S1p(t7hW7T`oR6(M)8B zR1w~?7W}e~TeF!ve5$XTS*3=6r}E8W5fx2EZM8CR)4=alpbSUoRa8|grxTAF=El^1d37J zfS3{A@lWFXr%%U%#=i5>eJUENQ`R{v+#q-<@nYQFBWm!7%3Q_d6*KvQ$f2cnm~Jx^ zS0@R}pqEDnARcjTPIkLQu(m_=XJGCxL!G2=rt`F@s&8+V-SN?3WNb}xuv^h=M+&6= znj0#X)BBC(3)OVVsu6bve&s)L#hKL6iq0>D>%I?PsM3NN)(uN;`wRNoQo*1Uk*{gDeyg@mfdlH@nU%8 zc+M%J{x?-GqN{wr5ifnyB4POndzDFW(}Sy_h zLwL9r4(KQ{GMy8`aS3m;IBj#!^4h^$uzQxA*b9ml?`cCKe2ujj@r7w2Ji#WGvHR$7 z-fw38%o~V^*TO)~SZ3%$)PGuFw+D0_b8XxBTbYtxWAmo@ zehl-k+4b-@ke=T!jH`o_U&uYwC_F}6M#e&XSc8Mg_*^?!3Joc-xhwZ6b2LT$C@psHgKr?He&yHUZ)Wj$E?l=$UD|lH5-`QK z03gH5wi>4$d_H_KPd`1lV*Z@h`d>?laW00?g%Z_J_zKzZo35mA!g}y~vh^uS%6ctu z*3~*{^vyCUjF2h)ra#kCH7RpOA=sHgT>SmvK_sR31x|pfFVn{ht@k|0ZtEh1Qd=Vt z;r3n?y7uyhV3r_eHRa!G@&|QpyRl607?3d@>l~{T+mImp?ZOg3ncJjT!}?{;L*On* zDG70iZApCy4Xp@kCe(rx&po{mFvXMFNO}-le5N}kZb_m^fIf9y1mFp1CovGz(5Dyb zc&$|CtsOF4lUq%@DGA7>@TbvQy99oi$|v!y6cD@TEMJtmy|{nsR$+5x0UH5{O1ZwzA&Y39oSNh&eY5?e!O{KG$(rM<)vHuz z>ooRD8Wxvvnru8daRwtM{SWELTRUZ!rzGM3U!0dAfkOP28u zY}@}0~-3TvNR*wx}?bh z)Z2W|mkLUKnQ$W2tK&B5nsQoCA&@-hDoLYEUNVn*W)?;f zJa_pbk6K*SCAH%kOWtM1zcT#DPnJ{4Wxc2d{9m0ep#VY#r?fW4BLh+tM(m8%h)lz( zdV0*%!_Xp{MTm+1M|P3zW<`6L@6SbF+O3aiTGd`*2?M#Oxu@XBGhE_u-s=>CobcFx z_fjWMNk+qLD{X0%z}CHjLVeA9e6F!cCCg!|xSmaY+qKfANzA*r`{;0m!v*(X5OT>J zXG@DEYH1I4mWSrZapscY!?s`jP47A%=Se<~!0g;LW_!H-*yTc!8vMDD?;jsmr+2xz z`Z|&5xdZTG3ANfRQ97t*Y0&#zkE6GDy(`!{wPv&OY5Ai7pzu&TK*yZSeR1n-{lcH4 z%X+3Z$4g98h+w+M(7$Nd!r_v#wun0wwcy5B=rgI1ap%6y z#l!l)s4v$4Pm8gUF#nH0st`UD7#COS3@I(38o-@)MwFpHt{$sdUBN$|yNY)|Z8!N# zGs-_~Sk?56*>XGECx^*$d#+VFZLlcHTI!;B3!_#uCSjeb>c<_X75-jstqycJ1*Z#V zF7_GkhT)0tm(SJvm%z;R*Vc?!lQ~3+K2M6Xd53shGEH+5dXg#JkNU=N81a41AN~D+ za`b9mIH_U~Sn3aTRs<0gV-s%Iel7%|PWzSu{o(y7bzx>qY-7GG5V4@p1{Rcr8)cSY zez&fcEILq(b%L2>sYyGPDD?;~&}DBm{GgUY>A`;MUXj)po;Kyv88p&f-{EB=^$ZwH z$!|aaN5sb;LHnJQK%MbT{c%`ZH0=_gJ%&XEnNq2+=c^LtM!+z;2hF5RBX#>=WPwhG zQ(@^(8lBA+2Z;s~DX3_%spq?^Wnc-FvS@7Y~!-0*K{? zB?obwvqlKa6M}?LqO$I75WHI(Nt49DL_t9K1HoD9WWpgTNWeEVBLsl}1ca7*>&(8#5$18chkzt-8POZ6tH1oEJ zqEZ9h?(1mQyV2C?vMtQWtrL!!5ZR+;gSoOI(6lKdvgSy7(wpI7GYxP&Sjh&pLm0^N zokY~>`}sU_=5_g2_wdDBnerIUiv)s7L&VlF$ucr;aIXR0UP+pvsryf5)UY^pqI9zH zj^x^aA+T`|3FV$KxUJ({j+fMOm5#|v)SOou~Gw>#4hI(*d)pT{4n7>wl7p*bU~h|HVb{T|S6iTAHejZ$T#?^MsT zf4GOzJqzFpI{L=!Ny2@!cT;YgOFe1*z>~UqZzN3IJ-6EaX?+&R?q{LPq`SJia4Rx@kfW=Y{`GifytO`bR|GXpkV7EQ0(hag6J>8A!xD@ zvPxZ|0++&DsS&QXOD&_NnP!PofIjH-WhOwr+&${J*Ih53f+mB@+KHf;ZH)LNb>Atw z=s1-M9oF^HeWCZQV^ZP4665Z%OhAB0#7ek%$rJxTFiw4(bC!s+!_*lStNyBV@6l68A|Af?S}|_VIOVJ_<~rWI)-sAq74qA!wjRB_RwPukmUJ-d znrtk!`u8mfcRBaOjha=uv?F67w%do~L=xus{{U9}8;X}}t)piYv^cli3RZE=4~(+~ zk4>sr{Owtqrpi&P+@nvkHOXAzRSVx*^xj&w-tAnKK02s(e3ph$Y_2#vKFYXalgsXS zLA{rqp9ZsIFBjjM7-m+6apf~uKjofYdS(&W7yjn|(3lpy^V+$z54pIb0ebpicB=GV zV}YSdt#YU|R`4&P324x79sX{v@i0Y>4;!U^X}5f&551~g9O}aQKxTReD{$agEK3>&U3<9tY%FM+8^)*eYvVW9EX5 zCQkgnCw`|`5jr)NuC{NZKkdkcBxh~U=>V$9O{eA3I+Nuzc?% zLlz#hKkHOXM^~ov2C6RFCfOgan$9WB@|bW5LCe^?(rr0UdfWz$QvcscitztA2|3vt z(?|tis5$>nM^M78lA3&-fzxpfw2zI*MVg5vk z;t^+b8_vP&bhk(9H9DKzG3jkL1PJ_OYV7B8>E5J>)SCd=nuF%I#24DWvY$ z=x8{!DkMteB_N9#5+rO)<&5nnt4C!nR%`}?tyzZz(S}?9ZDQxBff))99h|XjV zgs=!U2<1Phk**v&((wnE03`H#^i1^1iUIEMc25pO?M0OW#7O3(UdJ>DiFG$X6f0Id z9t3n@sNt(vm7FBw<@+L#WDo%pq%5C=5KYp*wjH*D9*8;~v}_Ot`9u}*C!+v6GnW>I zhs06GBK{Z+SaVMr30Wn{9*D#u1f68De$e`|#slsPcfaMGq zirG^I0e}0!)rk^mHATU3xEsJsSwJ8%8Nq~6KeW>zbI5~QK=ccDL3(#@(y;i#{(>p1 zGiHvU1}BTs+NtR8XJjy++;Y!#QickdA>bkZ60PV2K@)$vBbaKEP;Kf-#}k&Upy zya+y^O;|u;+PEV~t|!o(n?c}A*+@7kP`*>+0VrkqR&b-Ter7OJ_*VeDRhCh1^c!v8 z-grFJ82_6Q8eD6pxc~m`te(k%T8*^1S8DRp&ll^x9>Yv+EP$H<(YQFPhg=^H|8Wc-YhOVOGIf+emr}z~@xqCZlwv^0Qv~h@Aqy;^-0`oq^ zUHUDQnVSp>K8tO{e{5Wzf@v!D)J2`9J)?K=MHiCp(|lC!H{HR}_2o`Z**0q2kdZ5U z#vWLex3F93XAhx!rh8Iqopcin2n6^5qZwlO`aBS_AUB|*c18pyfd_L@X_V;E$cdYz z^@O-2qplBr68)|9wRviSO2;YJYr!{r2`eqctG=t@vp+_U&xnj<1X_o-ZQa7wYFJhS zeugKxL9FreAcqVB=aNAHQK?H;m~ea%uTcalJU(vd)PR70>&*3Hdb@`JQIiTNzxoFc zU5>oPO3KSoO}>4du}AJzL!^UEc~3FIaPmCAB4MkveD5(S9+?+Zfr16x_ZwV_K{1|b`~g?ZI{(&Zd=oIG z`buGUo^snzTS+%FOjP*UV(|);MP4u2PD%b$w|&XnN;xI&)Y0CrFqFa(Bz<1CO;_5Q z5$%c_DPdEAuf&f72L^N$*<}cG)vFHAH;6SW3WIBXYdK4xb_CMLg(gQH`Fg5jWxB~O zGp2FJ%eMQfkr?p*^%(BZT$zH!Sc~=M3wk#!$}oy)17OR?rnAX43(15(GH{d z3it2snRX|R*-f`4(tk^fO`?>t5(9d_8lO2emJ(BmHq^@B^$85REG#{QG#Y9(x+>Ke zfDc>mtI5}(gu$*vqDUp#K1We1GiSx?*SXWp@aBSRNO^pH0Y4zRfq|;wB4vd1`nI(u zGeCJsbgH0K$|o5{xiFaD-&wi?r<^Ujlvm+TU_irTuXM})@sa$BQ2AC4{1ziq*z?t7 zgLzFgvpC7$E<~u8nls%lY~hh%?NBX2Ddt42hq55-yC1r7T{!YO_&M1{>-RpdE1 z{}C=?YIG^te0;5PbRq7CmHD!NUPrVxL^)hNiGfMU;zllOtvb9Yvp0vHjN#g3YdUN_qOMck{B?#+@`igfgw8BN`CNZia+YFuY(5tXkW>{1$S@%7g8iF z8J9DFI~<&slm45fbc*_QCy6zG7jFsB2z*as%s-2?M-yszx@YbFA^PchO+gUz+{4pc zKPlMQoS}KBWNYHs%w%e{C@Z;j@Xcm7q_F# z2;=_bIjhUB>-A(Zy$ku9gyieL_C3s0*^gH~vvUk^Fz&0^7neg(}l&Kj%!+(0+ z-S6y>Y+R{l-k$HZp`&6KjSjf7xQMRhEBIs5hKOd}pW9k0t-c&GM&zK)Fk1~8>x&XT zW}EF%D>^Q#k6lcCwf4qdejUQ)bezRU; zM(Q&2ejdC3Tz>4>0=C|}bDn*#j{Wpa#rlL3NrF#7uS{7D(AB^Tkb3dm{GoEo0)(mQ z@EU|r;aPAf$*~upYPkV+%$OlVW^8{5xY%w3ky_M59*x)f-wT7V@Q6q|E*u<=(D*-c zg-oz-K+2H81N1t#Gj~TJYS*?sBWj-ICy`9*AZ0-?gq2l=X5#xyX23yUPiVN0rAxFE zI)#KxN0$MUcq~z*7eUBqV$q_1{t+0G0X|)Rs*{GO1f+PZr7i$+uTKf_lU^9O5;U?* zF=#gVPrQ$*bvA0^NJJJPuml7KGqBuR>xmc{U_ z31BRxAac@p#C3p1Aqd2eUf5X7-a)X~US22=ob7r%QwRBA zfBr&Ged?i5BTt2N%w)mEhF9x_Tbj-q2O5}JjhtGkJClK(I2TtCd^u&Tnc04*?~2%q zaU&Qd-M6SfQNT!E@&-pJ7CausmO-Xo_$4l5S9Lx(Qt6c}g+yA2^Y zi)7>ZS?Eby{qmV%@hs;WQ@^|2j-F(l$NOBHr_!X6^leDRtVu97meL~o8LH4M+A!3(-jrUoCAW0D_N5gnNjmr9$ZT` z(TrwScZn}vel3Hyw~?YpUK z7FPe9%2M0&eXmq0Ur~t~I<0%QPM{dadDXT z93}Sen~q&$jBfM6FV{D91WdEEQB)epT40^_OPij-2lfZnx{w~@1IuPE zYYq2$^fJz4#(KwFI?A>4S5o;3?H@YQp55uvNR~^Zu)r3_;60j_gl6g*g$p*i@{7L6 z9Pz#Jxc3lLzNmMfhK`?ENm?KUGr$y*(Qs^u`^|CC6}*A|ITQ{4Rg>$OO@6yO`b`De z9_9z-ruDe@ogVt-q0ijWrYyfkekljBp0)dk2uRs-?fE^b7wzQaeW`LbhmhT8VUlOU@xTKj}hs!uD&M89n@ zQpmMOV$mzhgK-OG!TNrQCS#4p&qZ+G7bTeD1l)RGu_zr>g|m`UF-9&Edp=f-)o-ei ztygo{nx2#(b*0uS4s-rgvxDJUlmzx@_(?g@iF4vUtb?&Zte%iTN5A%=#--R7=? z+jp-^6HVHVS#hNdjn?a6q4ofn0Cc-ni!WK-#aL9q5o92` zCT$p^7J@!>mwG#&(9OOa04FgZN=_$g+SwgZlRq0DXxf(K0hFtVK1-^`^3Iyc@;&Ls z``U1CTbf@rD`<0HscC=IVH=IYIYpIlwg39vZ%B*PdCI1YA1Ac0h`4$8>JpA`crV(M zs3Y*HDqkddh8F+rX2dr7Nx-{5b2BtCzBBt%XRbTXD>UM7_fTAZGWIv(Xw(CLlGiTR zy5(#W(fq_^Jy3l?dp@m>z2eC3z~S;fK$QP19m1j@t;N5Ykn#LZ4~Y|ht$4)XOH=Ax zc|IcjK+NM{P_Ei^pz8Y$xxd;baun98pthKFq8_^WM>&K1Dr==(NC3;SmOsJ?n&NB3 zMruJ&;x{GDNPia1!tLAQ(VYaF5n@+Rgf?~FjMmm*?d?3pX{p>nK+^sSbyK3Nwt&n@t~lDg&$*iN zfyXGc=hm@S%PK*mY-ydT=HI+e0-hI!1>1TG2$em*>t%zHl!d^7%-ST&dww@%sM=vL z2Fh?^B%sBBR5qFw4Poo{D#LP_A!wrE1l{#7gLjw1u|kO8q}HUkork#{_%7b&S!7Xo zU_e!X6l>*vX`;2hhY6e9%Aobo?jqjs5NcStL4?HR1^CuPrHya1f|Avux{xk9Z_ehwBsYc>%GiMemtYm+$!dz71+$ID61Uxe= z+rSLT9O-6Qp^FrZWC<}1F~#O)7E$}Oz`M>nZ_gBu;8FV)#&p+J)72xNU`U#;fSn$T|Bs2Su|Z8N2=)DV;T2&JBsmg3Gc!#pYG@dd-a{eDQtV!2SWsX@ z_#cR$A4pDV>3>m&5a#aAE<{6}7}&~#D}0WlgTvSOJr$(E;qCND|8MhD1pMB+n_bu@ z5$+X{-4Up;?^|JAYIOg`V6aLl6xh(80T&=zjB0Mo%t8o1 zLi)1ura_jVsr)wu;X$xLLwmm(k0yXme~L?Z5YSA5T!WQBQ^1Qw8$dj}_yD>0|1|&keTH_U-wwsYz2f=7AN7*) zn1gR1X?q`bhM^D%EH)7R} zk$DMdJ)q$a@G<*`Vh!Qs{&=|``T*L9y;HM>frQWN@Q@jR`QutBF)lZhMY7+PuyE(_ z=ra`Us1n3E^jD*SWGzE4uE{fVL64s=H^i9ud1$fAd_Wvlkg%T0}v5R=K zw}*xT;sA3K!KcHi2kKv%TRIIWUo#~1&%qoaGJ9I2r(D~gf8V~Rm_FGv-#IXY z-I>d~#1V5J7&d*)1GiN0ZjMe~3J=$|fW>Rh(>6uuugyGz&N4>`4Za&!Co9-HI8Sl+ zp3L9gbVOe6u_As+dUDPBIQfURPA7pDb%(N^$nKB1E4p37H4LHa7#L5B*-IsEl?>rC zUG%s_I}Obj!wvKZr1%wId`GVkH0vR|dhf&5r15~=hB>}?wcY%_D}+@AcdudH|mY_#)^BxCwaF`?q# zDQ#E=$oT2A~u_xEFFcx;dh=0>959}C_mIF|EgMA(P*vnH<w%le} zbuE|0_!3_GuXme*9bXe5+m*T4@ z7F>(YOF=qix+S7FjgYtQ0VT@4yBPz`S~C3JeRUv@0%EtZGvB(mc7m5gv!}e}bI&@t z)>GS~EH8-sD-{Q^XW*DLUK(8ZoM%&8v5J;B_J-bI5bzcD-v2-&lLU~WVrC8T>yzDb z3k#GLD(d{jH58xUQ}Hpq?}+`onA^3FQ&a}&t9{N^I;hoCP}1YXUMEm8Bz*cjb;ERb z>7Xfdn|iO6>?K{{PP4_=wBNz)6ZDLc5x&Pyki}ebh7$v&JIdU%5lm&k!bAE6gnd6G zEFlO(fC~}|ntl{P!Su}F+wl1PEswyi)C1I{9o9AM$AK+H#Pn2G=IO6@qMe;Uj2a#1 zf%oki!bjw7Rj*aBevqGx=OOvc%;CIm%;V{IDP1!-6CtPxl-^g)9I{IA2I7N}r$YT3 zQglT`#XJRA;rg(HhQZjB9&8hf@yFB|FJGcIKuHcuQy2EZM=7T=j{5Cv${@kOL$CUz`KE-4u6QvCm|!jJJ0H35 zR|F&Cj`wMG#-PmxgK<1^%ju|xqj?0EZTHEt#&&KTC0OeC>{W^LXt{f%=Edg<)m?GSP=C#g%<+GL?*iPHixcM!F6M;>)E0BW{$$ zw>!=VZgM{Gv!B&)n%8u16beuMS+!+)n%xcf(;LDfZqnw4Q)Km;RC;lL*e|gY(P?{9 zrcT@Ixsi%YrTRfUreNJ)a+3Y4WCZIB@UcG#NniW3ZJ~~QSABedH&89%{CI%W1ZFqw z6Jdt_A7?YID3sd-gZiU-cQG#wy%~!Uy+m8~QXmtD5dWiD(3)^LF@q-0^T#1e&)!jT zjkPyHKXg2(n*;mi*Obx(r)rgrA-0dTV2+#hPiKz>YCfW^*-5O-o#qtF@ju8<00P1a zp7$d4{HXdN%Pc_%%h%?X$f(%sMe5N8so~y~kag{b`MG(VlN8R=%X2V#V$I7RZ0E_} zuC|RZ_xSafwvQ}ucapcAC5yL0V^2swFSZ#+H4|41d~!m?4QDm zG)t)vP4;%P0NF8buN_T`S-U^F!1nBs-6S+@mmCe1M+TehU1LEc$7o1mehP6Ge=xxit-$t&sW&?u zvT7-PUfNG)wQ?0$c=a3MpZ29iGV0<(aU95M<}+O3JYJI(TtFZ+H(O#gAoM7EQPQ*6 zs@H0|hU?YAhb5T1h}hA{vn5thG>1ROb0q#KTca6KvniPPu!7tiv1KsTy}n;_%~ zzE|uhNP{l;9#F+>`O&>@pJmf985YF()P2O_H;YSxvxwzwJ4LOL(#4S%s1vLj$;$`2 zL>w@dO1%VOtt5!06|dScRQ&ZpX^0l)K$7EsC21cG3{hkcjd-<_r#Z)@itqzZVue zQNl&|%P}1RJuh+U+b6Mzjr!EXBX}}If1tLzcRUE9~5*}Vo&(rfhUiGBjwVn>GFBN2CLk4V;e zh}#s<7^xmGh&qSe5HBz+ z`J~KS=SrgtQkS`&1;@=MzS^P>M@3^3qlo~@uzm#>ui+&3GYraFXiVxGb+#^;v<%-$ z*?c(Kdhbg~i|Ku5b>G2+tXoSo1V2$Lh^Y@Q2R!~$CcLl7u6X{zt&6H({JT#F2kx~v zCwxCl_MJ1!ZPhV1$M^lNLNsgiy6eG;PU5LpDJV|-=6A-n+SN=j_3b)s3)0d!T@@6t zc8#*ABK`N?kQ3bRNO$e;D!P45s-!C8y$2u6c{Z!nu9mfA$n@3zAEw~Vhw0!(Wcs>s z3rfnV^PzHUbp&55F4Te3a+rvnF6RBz;`Xh2s!v!;k__LR)ik2D2}wECrhR5~BO^8` zzBi|jP?A9G!bF{P0{+vrO_)75!YExtHryUOuYDLB%peU}tu?3x1yzhuk^e1aDIHX2^q#xPOVgmp9c z>(*WZpDS!c9h4Q1$^Fguy*`p*f`IyBBUrDYf1t&e#xg|yy=2_*!yNPS#HpLC}5 zOJd4&t+~+W4*>*PO=4HcYOPVAq9t-ohW@;ZYiPhwNkjdGG$cPFXH(^->#SMjUR*Xs zGvriKlZZdVR;-K>5s?VCJLOxcC=>5Xl&`()w#{zfM^ku2iPW;D)d-(&t<}2uMog%- zs>0AgQv(9h^VA75idquo@8or8dtbRo+#ruIq&P+K;0VrhrGNXF^YeZH`Q{kqvxKDj z5ty>!d2W--CvoXAbV~WDe^u)u<-&jq6g)bi&*eQi9HRyLBL-LU+v;EjjC8iKKkHA<6jo!ne9<5(j z`sl}ig@V18k54taZJ1?^=QANNw-@*C^j?Oi*TQh;z>BC9=j0igf2YI zFq=+LSCX>*>%>e~i>N}KK$Ag%p|O`gKxE3bI?!79&lxUMB*T2ol`T*-;qobp0_$){ zrAK_0i@!O0!?X*?=c^OcH8mSDV`L{=C#qiE6^V#VwF(O4FVXMu{>?b0+}B1ZlWBZM zg1kc+F$&Xg#p2@(<#-n zVcf+7jdlsa#^PKP;yLHV=tYCxY%*%&~LBN*5K># z!G1@zJ9@TmZr|;%S?p3%tv#74zF95fDS6r@!CMC(jxsmlI!Rn zL%y-Ag+_l|kH)*zv^Y7JazTK8Ul*4j6$$J1@~nh{Ii>M9dGuujx8ebdEYl<=%niGI z#{Lj6`NLB6MB0{{+8eAYzwwiSghNr^%gu*OsK5nX%V3Jv#YD=Qt~1P$w%{Yb<5-zjjfc^$-ADL+=O~A7)9v6B3&5Bt?K2NIRHa~cwk{xw0kAZ0 zi6N8PAur;F;XQw}=h z2M%6^MbhThs2CCX0&cj&qP{$+g2B32=H&~tLDk7IL8lS?gBbs%-v0TBvuw4MJM7nmL{d4z^4aEmJU6;(8Z zQaelSpoIp$oVBHz{ctT!QS*Wj_l5!P>cFITj$l6ADspBfWB&D$1-caW8FBPAh?vyGgDXAt4U+k8z)4|IATalAp@?luZHJ<(-gwNLUlueHKq>}~;=aM!X2 zazu1#7E?F(3KHDe0d^l14L_kOuQACPu$fvPsT_XEKhCY?V9x*S#={zIx|9ptYWZ&e zEY{D};J3^f38~nh>hC1Y!cAKbaD2NG{Wh0$qfn0Xan*@rmeD!8Q|_*I2uL2UXk?~| z7h4bs936ryu{S8R64AOD#ajW$uUL3Z zdO4RMa`?`i*FIv-t~+uKCLO-;)nM@2NlnEWIkvI0#x|tC%I~b}iT2zW(WKqp5^uE4 zN?whmb?h<856sCi?s}GYf`a$TfC%3Wsfy0w@~+xMMC~>l-68#|x%&x7&u`mN2N&iu zggN2qmk*cLMs2US#P=|MCu_Bg8ChVhypa2@U?{Q8>k#0&;bZ#e6g?yZ(7g4i;$tez zc)TQ6p7cA%*PKP%7t42X`VpyhvC=&dWgCcds?uG7k}yk?&BgF0H_Y7$n10eGB!LAr zDTiV!sq&k9Eokn3&c{HQQ_oF3wOOBb5% z_JmZ|QQ<9u6i%W$Lh`7Iv%!d}Z0lh6pBosNflG}9UUhwP;PXICPNa^&UJsho9`HD_ z!|Q%41L~M=o&3r4x3joPlfxsCkAm`!3d-=*;(q#6c6nMq1rq3_Gw6+QF)ii}GK#K&ult`>L4dXPS5P>S-(T6&T;~Dj6m-4V zL8V7NGk2QkrzPO8Z?ZI3l-|&Lr&PhPe~x>}=}38#^~Y0aOlHlSj_W!!h1pfIXT;6^ zXeI~y{;_og{`O(L-7=ZLk<7bcK)nTCw5hb0Cg1W^iFR27!cnIE4d{KRx2U`Rf6zye z&dCv;o{xi6y-{f#P-2AInb?=XQAH^==Mi^QD2|Ym*9stCWfc@tcYLOr=dj`v3(2GG zq-a&#@j{!g5C-pcXyQUWcuaHQCv}BH$gTp!%siJyIWEh!JyGC zi~SnqV|aSeQ&$~ukt4NVQq;RFq)urhrK-bkp2>dy;lcD86>g^y!S+cryc$j+ylYf4 z=kxbxg=<;pOYIAW{S&DzMJskq|JQGspw|6B6*yptHa2fiXF#G$P4VWeB)L{}t*cBj zxp#O@;sf>d)98feM%gW)Uhh@Zz%}Ld@rS1Pv4Yk2f6Fv}o~m=4%FbJ!1yt1*oZ@w= zJNG;8YwpDCOPw0r;I%xW^HdVw)i5kD#=$9JXjYykv_q)TpEGa~lS@ttSr|Qh3lL4w z)Mr4DroRaT3~I{lHE_F)wC;^-v0Pek|JJz5IOA!dG(4byUe<-u#*3<4$>O8goA|Uw z_HiK~{O{*l^)D_WD>2WLa|u_kzhd>-n=G)R47Q!LeF)`_OwRS~FpVdINO7YID6-fP z;SNG7u2V84Zg_|=ax~&5hRk@b95LzhDq+BmXmavAZdPd%dAxUBxyyKs(Z1F>YKv1? z7|aS`)fAQ2O{qyHOkC*al~$KwaO{l@5aAPJJI^#f1}#VyX-ECi#yDU7GKAX!$I|TR ztRE0o_Zwub8$h+L$3*a=2VjpvBj&r#%t{V?C)?Lsun?&2sTFK!nU?z=S24{5aRGW1 zmG2`7tkcUQAhX_R$99<_XHP0CVzhsTVKe1Ye}z3c>2JV0c=s1=8l#?3;Nd($n&-SJ z3-6J%rklXwn!S9#^RIiT2DWZLhuVGdH;bX;Bl~=wm$+Dh*d?xkWK8f?2wMQcK zwwqZQ1LhV7e?oorjrJoKGq`19E&#w^BCj-v0aPD$MN;|v{lEPL_YQF7K+<@z%5 zWiH)-I_#>-q1HBK3hk$90htU-BmIjytCM3YeYUj}_Q_U$khc}##^8H_x7sRG zeX#?vR})q%361hF{MK2ehy+xfb7nTAMHRFfrsP4RGY01DP!QWTihi=G-Amv{j8s#! z#Ah~-zgjT4=WMr3S8+cT&Sg%)J)Hry9G-lU=kJi?f2w2Ib^Z1gQGC12ML1$!hcMgvuz=CeCBOJ{!rc=i za4cq7BOS_;ULRw9gHeqcuYD#l$l^V9-7o!~{49FeVh7q#C2S55a8TqS(3EuACQH=9 zlV-yZguGn-FSIJ{4N|_XYpaa}2gOe|YP}fhr4!W%S+BP-!=oIHV@?^W^cV^6v*<=3OHs)qa#_4jh_HR#xBGO>@FzPCYKL?YtpB<>&=`(+P6Xpg8|+-aaA~i8 ze2AYyrEIGInIJO&A8}|HZ>&QZL*4?;bVk}@2f5VK9Sgvo$cJX`Sblm$q)}>6dkk&U zqqplszB-Y#cSFKo?K)d3&Zt|VHTbAx4nnz#=p%^zcJ3b5=h;E^%t^C z_#N(q^9#4cEn2S}ctX{W-rjuG;mk_irMWtB-k+shwq)!yA~77c5Y=5QG^ffdbrv;# z7MsOq%>v*Q$``SbQz0Rt<+yiJt*a3AwHV^oQ`#8obW$&K{-g0$4+hNV6Bh}OAX+XP zc$Ib!V{1bYJnJj)>esvK!7=~!8VB{4q$+tC+Rz`4%1OzZZguCPj+BvfJwkn$gC*Lk zJhxBRGRS>T0;A!V7?*LDsl+6QAD|cTlrLg_*#qi;)l*wi8?~GuS^1g6zUDC%{Xbvn z-yqo2`?deveG^FEL$r|jR~b4#-92ZLfL9yzW$&XupRtt=y#13q#Y8wS)y4<$gq(sY zEO=2Dx;R|U~Eh3JY8_D7Gekb$&7Bh#rHvbfeY%af1>^_q6xi0f?fIkW!S1}utK%E z0$rp(>DEH0xtf>PdKpw4-rXw1KW_!3zRVsCIbp{<|6{%Tk({NZHS_Qr< zLA_!IY!j}|$2^K`P0O$Ck_&5y7?f1!yHv;OyQ3ACUe*IHu1NiZ4N+W1E4E3-Pj8B; z{;aZUuGC3fdz6w4VL#GJwt8&Ac0P!YeTze@5T}lD zeJa!1;LBFNG@aT)Gb^?DX|1~IB^XYd=b#PGm7$6tx*Y9Y38@gB7=XDiB<055PFyIVLE~o`zQv*#QM&Fws5@ zZAN!pHGS_^2ptQ0>7Z9)on6{%Uc)`Ye5pS&Em1 zD`gVy?w7*@!3jp&P8SE0@*R4cS>Q;#caCUN0@lYr7IdLx{@jL-&(T9Dy18WD{wTNJ z_~9pcv{$gTRd3*a(?m{o7z^0VWO*y^t6aSF*EMpC{0r41>ce@4rn-Cz-R;oyjlpNU zP&rmKmH@wX`K8D7tG}A`t)EOgBX5Evvf?X_rr-!2@h^9_Xw7T73KFcH)+K2)HeC}4 zk^IkoHgq^c-XHdn76eO{?PF|hrC2>4v;s;{yHut1Zxwe(l8dLi2k(GYXOo`_A8wp9 z$;7~uA`?tx)r>IEpLlLHuG^|o$4oo;K5*OEex^n179@!x>%Ki2AjD1mLWSobasB4} zQ-oOYy}qBMV*P=0c#wvxx!q?s;VXtP0B;!VscNW^KEgfbs1!TOWi^J0Jb~a0-00^f zy+W8YKkANp%9Jm2fF^*iNlSx zB>bu}N=}%L{U6g&E%mF)KM<}9h!d?_15Ou-hf(3n_>zX4m@XcI@+#pcY6}MM=;?t~ z#3s1(de7&R$~#{uN+T+9BoQ0P?vq2M zA%Rs&*bJ>M_0G%!g*7-t3KH^Z^5Kf7wcbmOxeupwGpw?9bWWBHboss7`+xmL*UMigy`tSp0 z3z1Iu;?y#AxM!Un{4Ex}!9K1Ar}>QKFJRhipOCo0I#8uFA!2RD!O@bnVTaZ9Wq*`g zEXjPziAcNWAdI!~=NXf)q1IT{;B~xR6wS$We@9S6#vE{8TAC4#FZpP9iCSlPCU}KW zBjmXF*#7GqHf^Z7ef|4~GE7!X|SoSX@>Bve3UtEqzS zWiw?&2igYa72(F_Cd`ypYr~C!a8O6b4|lk$tAANLSC|J!>mBkr)y^H?E;&RER^1}m zB-0)elj#cw<+u|@LK1ATjRoMTX<5NhM7cJ$_D4tMR~9uFBPAo1i1jYuA4$$6iptWh z{xbiTq7mbZ4Uh$epdcV511A7be0&f$0RaJWEB`+Q2`Q0HMHtvZB}LUD(<37fIq`rD zh?(AZ-s}0PmF+1=?(6#=V!g9VJrs}s_pc9qUMqhgkXj6A14COVFv-%=vr(FHkQ0-{ zCJsgj9&u-IqG9UG)-T@^>02S}&xDBDY-|re0yE^#pDUiA{s1u?xtgiO&2}tE`!{d0 z=GVLAmwoO_Pw>t+rq}oO$Y%}yCsWGH_oKkKx`ibdFR!Wcdk^@{H39fbhlvaU2=ELq zgmN>TU&rS9`u&=^roHa@nbY}I(S&%iefmYzd(c}9tdkxYyr$rCVm1SCRk}r0{K7)2 z*0pUIy?qN;fc^9r#j+Dfpw2}lfe_I4sjdw=abaWgEmmS_YHN3Xg9M}Vtrmdq|J@YW zuOWfWg2Z0Y9j~#KlG@h#8{Z zQ_u6Y{VyN<9N%v)l5fa?uN-p<<=V(5s-5xe_SF^OTlMqX|o?yO0bo#HU;8G4$_W=oG_ad#yl1`wj5%nG107x^iG)t| zkZ;1z{=rO6^EC-zmVg(afK@c#93)cSp4?C)#M{%e-3n*er;mUBLb0MTY?Pc`^PjydB$(Z^C~&J~q6t*M5={ck zv;f_wGTQstSPph)_V)mZfvg7NjMCC+znVOg$?GvK3+Iw8wiheu#iezE2qzPPD zt5B~B-&kSKC0zateaZ8u#xKY`e&zu*zaJ1TQ#20<_Gr>JQ8qe$ zgOR8ChmKFTcCcTOYQ54Jm*!=oG+W%W1T|^g6~sOdRVLfG4c{%chdqJ>xP3}~FkwE* zzoIBTDb$&b^L|CtB%I%%0=bQ!dGWM-OZRJ;q?V;weq?^G?$bJ93L41o-e0E^V8gh1jb`flI`cresueRTDE_BR$#t1TgUMDju4RvL$kPm7}!tt1`=u z*WA=1&MRo8!liIjg_p4vT?+8R${B)(lqx2*iR8+?`r%q6_)kOpJKung=Zm%8fT5nq_K(7W@fe5W|!bwRB8h|8zPb%HX%+3_@p^nd_4`z*0pR=Udo znxo(9-HVfQHIs$NT~vcw-igT_U+u2LR~?nMHc^=B=o2p53Wl8CkEojR1Q?D-J1gY- zq`t<5>BsC8u@+pcU-=&QO)5XC{;=3({P=HMVPajZfioL)+dHCr&a8rZd^yg#p0qAP zBr+>hJ9o$G^El%~`oGWF&Jg#W-Mnhmuoi zT8!e19Rut=7|Mjb?EBY0cN7#!xb6rX8IMf6#WvYD`c9acgoe&bkB~b|kv8{lcN0H- z^i8a1VI{gY{ux|>ktx*Kzc^D1N5?_ArtfHz^`h(@=DzJ|ek9!kLNy=U$j;fhN6~7T zVfN#_s25GivB{qj!b|i|W@d#pJ`%&2M~7?WO0@d%P8L$^j?ZsUTL#vXLj_3KMP6Wgvm6%i6JRf{FuQV}4FWy_p3-mr@mP7YtAtJS)dRz$x z@}0_q$GC~avJPbc{fG`L7*zwZEBu4!qPO^Kn7ad>XK;0En9Tyw&%w(CI<4Q~(e#zg zT&ed)S)@g$&HgF7g7#WRDVZ~Ia({XYp3&)qB8XptggCHU?3(`;2)?w|>rGfSu9Gx} zviVU`5G?Al36F6$ESeD}@Ov3tU`7hu90k|ku7<(P=N6L#>2hRJ;ho)O`^PE zXg7ZSO3oLB1=rMGpmd@#7^>h+L(q~IR*O3UaaU^3dIiME8p5hoTAaQ;@(bEMNs`GL zzl0JF%~NvKx!k6l8QU)$(pFH8I_=`()-=W?sE(Hcn^9CluX^!@7xco0?hDk?IcP;G z@k~mtls9RDe6X~VUJdxs_ytJWOJ-cEluB#GR}~u3c{R_$yPNWSnKY&;3-cr6@c5{> z37efeR&ojuj5AH;genn9(`D=%X0_Tlyp5swZj#^Qc zL?@8|v3<8=XEx1Ro~7<_$+Q+PMMecV!B^7Yst1h5Ml6`PwMXfnQOrtdXpZ0-f(sNf z=^sP!(G}n&;?TLEws}Neyf93IIg$3axE7YkRNndb+@`@hBTs5agmU2wNbVPMg*B2D zniGE_puZtB%%?t51JIv;Ne#((;%=4LH3jzopPB{y)@Ivne4Z&EvY19$bB#;!PxF_M zT5OtG-FtPQ?6#F|Tg%f6Vx(TZCdO1vbQ{TD4hU%S4$jIVFbO?blJ@e*l*!oF#IkPTwM zfG^Fg*yfBcHa&hH=b6)A_tRYz=zm|bBdt%6;3!3;TAs_MtC z2pm_$oQEi-Asn8YMC-2WuA&Jwe>+mbaz;|(<8*I4iZLKQP1kUcNO{)eL&c4zkMKY| zGgRt2_CPM(WOagBh{scjlkw-!uN|EOR@)B8IK;Gb5RLIiX$1<(kWI7Tb%b+VCG)LW zT$XYn*FhCi9GeHM9<1VrZD0@Ym4A_Jj2}fb*+bxx#CtG$68asU9AK2v_g`_$!P{f9 zv}4tAh9QHgm**M^o60KGf26!coKc|I@4dvWW#{qe*AT!rdzFPdz_Xn7MaY~0KO*NG z`|gTdBTCugAaLQ_Btb1fat#`n+f@@8qZ{&#~g_@5tUFA?GUnPfs z5A-3w>4Ek{v?YC_+>!0GXATk~9F)VCcP?59G0!pny2*f<;?pT~g+-K5qb!&q?S$@& zdGFuuvVd6zu?zR9>@Ty^PaTkm*1TFs@ z-5ve~+jL*-DU8S*#0-~Dmr~C(zP`3_^mdlrp8n!GoK`_v(#Rd5h?+%U9B_fb>7qsA zRIrq)X!JKr-Z-9knuY8XVpeX$m-OP~rO?Fm0{R!@?Ql?WJ%Tj&IzK%cpjr?nzToSm zeJ`PwQos9;bt;%2#VjO}F4zdA?0f5Vj4JJAI$JN4))aqHqE2KDJ3*iG)d#WauSnhH??}9=@OPgE%Thkt44K$}+3DWfk4>@KZp2>K(CH21 zT#NB*w4r#tZM>gL3lDXOK)K@~9oNI>{dP z9^o%<@#PqB>s(gH!)vwYgfgoWtp1CF0YaNZkWImxhOz8E}CL5caB4yVYoaRzwNdaJ;T&hE05_` zxF1)IABV#l#>!!6YWWCLYlh2sazoI~4p(}&5a zf)JTiDWiT0NQmZ?wB{q^H~VeQo(0kei4j`AnKSdoXq8U`!haXrBe<5I{bTz70cSv% zzxxSk>ISj(SsEyyxuavT4TUBA7@C^OSG2EmUw&a2L%WO&AgaENWU}eSs4W+oBugH( zd&rQPG0%|X$mFJ28pQe&W-9|3uv@Q2gu^sxoo*~dg^yZt!GnKFW!jo}e>)hs`R~dZ{%(m`L`%0;%SV!;zTa5TMS5>)s3jjdv~`qHUiQ&oJ5OefIm=(?NzWJbpmd zC?gDq{S$jI$r1ib8aarICH8czf(tW@!xCdXG&m>!x#T%qo3a{+1xoU zVwQrm*3)7SlZoeQw-WUew}&O!ikm$S-#4dTi~ zpU>~aAUwhQ+5WxXbv(b7<(BV{jFz4UA14GKJTxT3N?w0x%z1a(oEjL+XY>XoN;6V= zJ@~)#c~HSN`PgBbR5;9~BFo$7Qr4J3l>)TT%JLoU_h26*zmKlHVY6&JHd6Gv#?nA{c;zvhTW@Oy-ui&4QKuY1V*A<>}J&=ol4!>j14iZBh<-j)9ms1=EEH7 zJ>A(;@_zrC|B%pTXx6m+=^5C!ZAZVkoGO2_)I1N_Pz9oOaiaLyZs6g`chI9b44zzV|3+MSW1)QW!@1N9^Y4wqL}3!HWp3wg36;9v!9lE z?IQLoD2(ZXG61fBCi0U}B1I9yes8bbe2kQD@lQs{VPwF0gO`RB>w#^fK-v~&dd7d_ zCX|absG946f^O;YkEE?y&dmKDUtw=^2`6e_E?$tquhboHM`@F@<_(d|(y zj3t$44=6Ne|03Ck9rr(7U7>&Is%D?1OeJu)TU4!K&cxHG+t>~<+8eYN)Y*|s zrdvE7jyWL6JtRWjDJ+Fm`6dPBGjk!l_Zx=TMMIm{vczRx`X@Uw^lOib^twM|lD*t% zso<;3qux)$C@JlsPj>`1!{b1-BY}BQ<3l=Od+#2>D-$3@?<-4AntwHjalbutKRdn#itN}IKW3sc z^7OF0cwHq$Vj%*So{o#Q^Z9?XeZ$f?^36YbT-Zy>H!kNMMNmcZ8`^(nM&%Wm@wg?5 zZ?coM)~C%aC@1DK=+7TpuOpbMA*FS2$K~uOS=tM?CJejMq&1;VJd~bM;GKd-tE@qc zHAxQmR?mc7F+$D<6_(#ZN?zGw9s_sh2-v?3nxB1vtybPCcl5EH_?nm=YzCz z>kA2(>O=yO!G<*M{sw#a3UJT2KyTK>t_(@|z|&Kb2>1BOH!E->J@}~-AxYD=Ae#>H zCg+Roo6RkaZlo?0L`X(9QiTOrl~E|w@|uo*Pti-{e5?Lh@iP;*8~6Z6j-s2PN}x!7 z5pVsuVbmCn1!(T*ahHELrJ7645!ZEtJeP)ht(+?WR#01T)?o3!HhWNB)H53_p&1nf zl;`soG<6NYiIa9*8_-%rrzu-bPc08|=obEp=BeFc*lFwF_{Kz(e<-V+iI7%;%l2C! z#)Xf}->VaOFpV)Dyk@YLlNdG%vk+9Jf-5x+A!T>TA(SQ7=%asekfSiTei9Vw7NQ?p zqGEzIy%gm|Pp>ZNWm#3#_f<^CCaUw(kHYIp9Xbzsd zb#aAc|IIRGCv9o^@C!-fhmiTfr^4FIt`l)sTN%zsLOGFpbaUj@lrDiMX@- z64b|qCd-$`WkB7UG6mER9ei2{{2%I@+I1>YG+F9YRXAO-gaPxpL_rR!H{OEdzd0vN zN`BmQufg!IBPYFZIyHdMeGu^aYEGbSetxTcmVJMuC_Xx?+g>D`x|XXgZ4qJF#7I&yU zSWGg#jm8g)%KuYQIXrCeiJ&Tl-nSY(&J6{fS%A(~6J^P~kl1%P^hD?nE)OhxoFQ z@Im7FXC80Dm+LqOW_yPg)y6h6=c`y$P~dIA`y=3|EOMp&aGwyc3Bo=sp^GX~v4C^8 z&(LDh;g{qh=X$T9@w{vU8uj(}4sUVO=<|pY`j^Zwxfbl>QF;%);|V_gwmPD;pW~RD zz9N65kz|eUza}Q=eoD7)v3S#bl20FmUFhvB(R%D(f!z6|EkBMV0Vd$3ocK;cqRbQ!T%0~8P>6^U{=B8Iib-WoN#F;>! zz-+rnmE1mHJxh{}i|)v%t4xx6npZs`qnz)1ujne_?IqCjU1z;l7;6k%$;+bk;GBOJ z&RT0+SmXyp>%i$41$Xqtz_6cIXB&2dr`Ayoxt80~GzTFuCA-PpqgB#~Ct|6C^A$i`sjc(}N=n6aw^mUJFsZ@U~=yWHe;_n;?zXPT%E3RF997^+7mod$=>a{IZ z0^xI{c@#23-|s&Z$LxkD{4W*$s0)mB!pBtUj^b(fzDB+vj0^8ZjHUdM=qGdHfWdGh zRg#sl2O5V$i5#h)QjZ4cHb?QM1nvd-Q&+`fc5o`79KaT;VJ#>hucATv9jJe}V?iH9 z^Uxvcr0#!A1gm-m^Y$xP8(ER+w9@m=XMDe_JU@lOy^|BNUWw)(+Vrez)8OGTOyH%q zZatoz0a20jWd1z5q;=sK@r;l5oS|nvR2`CGF~3qWhr^gv>}mbz;kDJo zZwT((-<}K`Z-gx=Q9ag!4HtjIK~BLRnD^)sG$|hX=A~d`!uJx52;mX@LqWc}Yc&Cw z*!2lLq45}|^J7#=khugm>%#;(j#!DxPT^fkUzcos^wPyxu&ZWE)iU*AEATwi1h@25`iP`4%pp%H~$YwGZ_6qjqEq+6@R~mua=L&f|fO4 zWRd)O6$`do(m2x|g2I6{T2bq2??#M+gsNh!)FO94@{v?VcOkJ8g<>e#41A@pTh^h{ zRoek}Y?@=P##aqb2{nK1;`1L~hT5Dk`kXl8msRxbQug*4G9-;{LN^wH!NIATek>_h zlJN-oVewG%g*l-41kR12&bD_?s&B$AxdYj5=j*4tYBIF!n`4U<6T6}@Bl1`QlSsLt zXA3ej^;3tGZIYF^6fyif`iL zzItIYo|7AN?wE=K`RQ5?!Q)5iYCxaj@$r~8LHWDe-8R*{XWU$W#f`P}zTGk}y9^7j zFLtbZPUEFigQI_R#vK-WP9sJAUeKsNhNGcL(EivJy% zO){cYYZcN8;#_HjG*o4A2(jf1Q05VM3WgNJ_!->1ZqZ1(TnM$#mOyv#*s zP&0-Z<;b37fB+0@(#QcAIxgv@Km{I{z4v8d6cfUg)%4Izh)?mxPd|PXyx^2Dc`Xk1 zSAyt0I3DKEnBByB? zvxwLl{$YQ*D>#F8wZeR>!(pY{YgL%T_WN16Zww1eFf;RY&(k0^@q>5)t-!nsO*3bU z^Yw(CW<%W9OQO6HMONa@%EYfW?Zy1wm%L|=D>S*o9O6`+i$Wsid5125sTs!=f2sGi5pcEUOH9e z1y5Lmh5t^2lIh^bV5-SB!XQAk%d| zhuB6N-#e4jAJdT)*|Lly7+f_%$>DFaNK`e{)bEbI)=9!ALfM64t_%l#Mdu-ii+R{* zGFE?F)4qLKO5yTsQG#dLzX{EV^1jp&;BhqS=JTDw0pDGEy2cW3OFqojbB;>61O3CN z>S!M6sBY)-Ob5PLM&<6j)kk#0SE;pc!!u2M&?M;dQ9rjvZ5kJ}#AvIJF-m?DU*smu z$xR0aO9owS4?(&GaBHP+u#xvWZUiVxIF?d2Fs5ys78U7$ZJ5~chq8`HQ{e3|9b%w;WwKDRKL_+ zBk;wulhj4$5 z1>3KFfj14r9~dLGpP-3k8!1mfA6xkC=ME!U!0yM}#AJqC#He8)2l!ggw4`S*t_@Bi zn=y+hySyXE44iYt+H5Y}6mO04EAKgn7E;{jzAIWJK7)oo z88^rZo)+a}s1)BAI}oeq21P1zHOC(D@p_91w?{a*%TM&^OI7?ExrK@9$K!!`r1Bp?qVDv+ASFUm7heXxyjiCk-+&)}hv1o(xg)DXxn`^oe-T+M zQ1TD=5bG(>%C{FpW703n$jbT1wEh;J}g_#7KF2cUyxrGk(Q zyCw~0X*BJxhRT?fdFGJn@=bl~?U2ZOV=@$K1xwh$O-5QaAPLrqlGZK#F>w^&lM9#^SR+Pzlso zsjlXSZlECMKqkyD;2#6d36|w4T%2YFpXu%E4i>m@kZkH@&lu-_i(`MGD{GhOf4Sx~ zFFv;!L%GkqPK>IM_NV5Y9>(`IfB)_`e9|+i(&yEqcoEu?%IQcYs!=U0U!TsH#JT)E zKpJbJ@<|$Atw(-?5kE-DhOGZS6B?Q$JLQbRbMv90KwEOhT0_ykIIuCxDTfrRSNc2Y z=sE%;6OWGdsDxAF?_Pg;*wF;=K8YDI3o5zH*9A&FW}+FY`NbOw}sTE7hI! zSsl|!Q$Z3AnF4TR?NKTDL^n+1(@!#0Akh#P8OYJY#9O_hoj-p;Jp6@0rIVG3k~|F6 z{YN|D69&bj%G~SRJW+C^1R2C27QHNb=1v2F#`!OKqX94i?!S$($0fP*Pg0}ieKsRM zk#vuxKb+r3Y$1J>JlR{XE;?ix^UnIUL1)KcSPM-3M8@;;;|cmZ#!zlU44wpCQ5$OF z3%M$2D~h03F%QLnZa%AyFV`#vm6dZpxYfap;S*kw1);0Q5m>Fv! z)uqq&*7~6_T@NJ@u9e()@!F;B_f6>zGtzfk+0SFIbEh>)t{g+UW4(}l?n>ObTn4iA zys-C>oiRnHBagG6+{)P7moeYJQMpQQ`ZXIS$!VBLi`es8~k!7MwByLa7`8&Wb-$sjXt_nn^F?v{*I|;8c29EMNK|?|3@le*^ z)EJh<;m$~x4QEPjmAv{n`((_g)wHP*CcU=g4)7-m_$l4LsZ&}^&kbu{g+0BCToDiw zb-I7H7f-8Dh}dU@Jf$&QANDX?A+M8WGPGKlEd64%Je=wY6cX`gBeu!+dXYNp39#ui z)Npc<(5dSdlk4hBS%^}y`eSpscFbZ+y6FWwW z90cd2L^bj?KOfl^zQL$!U7O`0j(gbEB0hf-0A6T5u*Eb<5pEd%I6pzzPwsHxD2-}A zXWJwB*`we1&r7<(H8l0Fi@pT;?+^rj-ugkim`*tX%B0$vU$IK@{v-n;fwAL}!b$Jk znERMD&*_HFfftcs@X3sw41np8zWANALdr0wMpQjGM>k7j_kqCC~D2PL<+~gNb1HLc%DQH?-Kb`@k z#vSqSZ(>E^L*{*miiHReW)1+LLRV| zQnDbtk?2!xCg76UtbIhUKPd^G5eDOophL#}=1jl(>_h8jcxwL~SXw*PpFxaKaWF~5~0UL1w4O|XEHi7+(PVN zLMBrkC(=K@HI@ocyCh8mNcrX8T2wO#+^j%pBz73t+46_JV~S9p=N<2fDhKE$(lRzo z^338oB8%%A`-CSE4 ztVpnw4)>pehRztt<;!yL#2#o^<9*B$l2=*63?x%|@6Arbc;|n#ut&CYTyt%_@N^wb z3D;4Wvy&f>$OBp|IU-**n5JpqzAHV}t*QzsvVevswah}S?vr*hbM{tuqY~J7Mi4sb z)lzDVe=I&pIeG-E^nrQZMYESLGsZsQ*fOs;uQZktz{TPVX?~5sGEq(hCj=o4Zach! z3Y9OnPq?hjyX${WJ3V^FgKY(-4B4&77n_NSXew80n4abB-<=PsTNjm#51??`gTy># z5~$3;lvgcRv8+c(r+7L$@vC0OTh6m+B!-xs`W(^a5P7ITD>&Jw^*ishEXwi-2oHWM zlipd|KdnK^Xi;5)BXVH^5)s4pou%2SUzjy6>B*0}sPcdHSZ$DH7|MLYz8YHFSbUX= z@>`YOfu`YMUBywS1hirHDW8t z;`n)x+Lw|8J%PLQ{RQ)9u1rHg@g3lvy1vQOMz2{I{7S7$H=%7Mjjmm!Sby_FQiO^J9JnD z@yDjd(@V&u=CLatvWaTfm4z;u`>nWXF(v2+lEhpp?$%d}ndXG|ugD7JLx&fiY&-#! zhB+Aq;&XnJ3=GIAa&vK6DVis`v|Fw@YxtK4^}>JdQz6UBXg8_6$4{3fo%RC9JiRI; zIXYFFyb@?g9%@lHW>UkeQNT)RA@Q4YUkCtw6fJ-%?xj(lcpJEXEHmZ{Fa$iG`(}QR zs7CbA)|{UmdL9N}Vne0~OdyI2q&4PZzkpr3e)3t2W{r&|Xc^k8PT@v<31ghslCt#A zwR(Rh-5S1qyk%emDij&^W3~b_Ock?D9ZAz9yb%Exwj*XT{w_@5M#4dxB9|cawM#jL zksqawWNgu?>!_iNygT2LTGDDO@!+{tDRqBNf5#9>KXoXv#K@Pqi|D8AH`>-?cDD9? zbfeLy2$mCV9{#~hr&Zianpfw_goyb=_iKOPH=&len}i@Hn&iVwizlK4O zfGz>JscM9Pk?``esik@y0*kXysKuP+USj}OS3$;}{x0fi{k-|PY#CRZo5M=_du)f= zHzeZX3lk$Pa149$72;Ep$k6_ai?5{kN;&Hs|L5ir@y2oew<)(ztrD7%qYCkQtrmaz z<~q0n&xv^mmbnIV>l|N2BFay7;=B;Wak!LIf-%v2R9{|CJE@yv!OTuVezwu*tGe&= zqXGR-xt=Z{8g-R%{?D=4pVu;I6Zmc;e?2EVO@1h5TR7qJszgbwrZT6)Mt;J|PeJ~* z_lPtkf`{GBFtCYT5T~*L%M;9ity+KeOE5l_^|Rm056X0$uv5wfGoFIcs$vL33Fxm{mOAh}z~3ib7e+D>NbfRI{biCigh+3s=$ z#{fS#)g?e+cvQ*_g|VCh6JJ#~SzbXqyjOg9!J8&ES}YspGqw6D>!m)-kovAZl$Z(5 zN7FB?E(&Mj4J3xnCs8Le7N&ppsl|NzU1Tx}aWb?vmyogF?Z#6_a_nhvsM7$wRFID9 z&)Rtzeoy*K=P&Rr82<1kpQG+~UU7|8x)71w>GYYVv~chvrW9WjGs1)f-sgKodo_={ zmR^iF{$6gHZ{TUsPv5szz`B80lKvfDi;K(qmirjkrqa#B#<6e^Qo4V3c6IDxq@0wo zXp~n$XzjC>EQ=b@V|fHo8acHJ8S$JYpPdBhGW6BwvZ3d%6ekUWH8%DNtnTFeY-{SC z%)8QdUL<#gp7ciPrndJVXoPxj8ry>_ZV?81=mjf|iBIOeD<~@kmjq%;;WT%m1kn<_ z+qf?J+z64^uSUIYcF2DozRSHF;G*=^Vc(CcBfB@9OE%qE3@b%e&Vn?$%GZsbd>OsF zs{7geTQWXAf3n{A8BybdpR!=~MpOV$l(=O#46h<59ttW8n8@UeOFHZy$oYLA+RU)= zs$xIjfz!wqAU6=n@aj>H#q;&mP16W5uj^jYmx?0PZ@G>_=C^-ByzY4QpNC{F>tD|n z`09mrI{dQ+9u!Yw?7y)sgBU-J@}!G?bzj@DEGDE3_X$4j`H*VI9Ne{`9l}qPi8-%a zKxbDez4)PvG*-$dmvo<;Hjl5oJ86B)b>G92!E`LL{aGk^QQO`DwkM~IN)TU8JSdgB zIi}(!JYP?XwvJfCw^houCB{zy@e5~by4qUQLo)QjBF&kG;O;dTNzw!@Y3@1+W1A+J zGog@o632h7kHd8WrPQTzX^ZQhcnL z;efXXgQ*(z)vaba+8xma4qzQ*Ii9+`JWt2YX48M1FQcw-flyFIX)`@<2> zuBCDLd`(dGM|j+~%X2|zc*G;m_y(|Js)Us^H1uwMb?#fLN1~b0Q-3HwL+>g9m(^S4 z)xAy{fIxt%cPRx>Sg4xit9S07Hx5Hz4q-HZLlezh0WP1(B`!;KifkG1tZk$_vq~Q=tbTP|0@j_~YUV@M73(^lWEKbaPkucu>Q01i`&P6m!(J^$b z1g(*K>F64@la%k8>&c~}>7XhRg2VD{U!k^Z^{l)t4yG=ZDHvGYCGTy?>n>LTLS#^z zJ`>mn{?B=n?d2YPvhF2v)>qa04S0r1GF^YKz}AVNJ-j5&ysAGSzD8UuHqnhWp`!Vq zU+C~3FlaoWZ}IT7LWqoH7tzYM-PN-7-P$R}nOt*YJ`_w*DizuxA{%pd4iF{Ovl^yR z_Hw79c9^ibF3Fj?*l0ylHkaB?j6#*Y0}UJdSQzLSLgea~X{F$M!w!vYJm? zhw9%zs+*;fT)OmUj)sI9MvL^~|*0kkB$ABXbTbi{{Jmfeq!CSxagd zJZB1e1ysFPlyq1gKf^1>mLHQd_R(jmJhWFRx)4Ym|AC@}u5ZJq zFwj+#p;kzZ6{vv=mF;)m=FN^M4C{au=5BwsqvOJi+*-;4x9NdSk;eYx`~Tz`UF z+a6f>g_8-m%=+)AI_atvL&}54Y_P4)Ogu&FByb9|GdEdaE9GU&-Oi1V2#SA(9p(_m z%V82c%ZZ`nVw{R7>dHv?%_gezZbHUdRV6Xw`cGQEFR|NUrFis!64;!GV8?CMt^)b3 zX`lTO29qnyTP;)NlHuJP0C&Fg~3#AK-^mKw!L!+*Qtb>llH9;Ut-D#Oh^7KzyuOptl?+5D6 zQCg;1?H?w<=QXv0P<(LQlgl=`+v23$Q%ZClT4ttrG@4@TiI!h3UbR5hxc8ulK#nONj)Pg44(4soTP8OL$K+dJm zLmj)1JB!#~I~RXDXrr=@be1gX!NYVLldH?7rZ+Enrdk{)`zTznHquOIKZtI=UB^=) zYqV1saD{q@E~d-s`#~R)z_Go!KacS3_wqxXYVv+$gIoZlGw_?1s%lkDdS5vC;WX$B z`YqTu8}LHK4(@)x35&6nd~C(m2I&seH3?tuhstv;t=4~=iP$_X`Km9LHwwe~bOx{D zX1@EQjoaRdxG6tj!IVz;NM!#~aTTFXxV4yWbLy8A%}Gtu2^;DHzNuz!1*!8=^$Aan z!Tk2DC)BYJ^}YWrkN=Vg*P5?kf9@B;gG9M`@vgpd1uDT|*e&q~o0J%dy+lUn(zv1M z+S*diPuqV7f14(}mqxax(TDLHFH+WBQ$OS`!2)vPj*BBn1BHzYXBLqyN7CSO&5RXO zn8(m@hp6i!_|w?VmW>hw@S9dvZLFP{(%9fmDo%Oc*>S~>%SjaI_LR(=v9Lm&Sp58W za)Z2#82h)aOX5vDu1mVD7W4JoQph%n(w3Nt())jN6I6s;`Fs}Z@RPpCscoFAB$yKu zC+~c(bC(U|Z6@Mrj$JMAAd!3^o`z`ED($OFr=1wHyK`9lI?CNLEdjmka~oPwK8PT3D8f~($%W)SxSOg#!&?F})WetrE8qgzfBAo5WW9*G+;oP@As zkqF4HK}zf^j7p@4G)9)Su^Y0J>w(^iEz>Q-3ND5xqjQP(cY`0~LHX0F06T3_2R(n_ zA3@B`2;&z)lXq_E7i!_!UnPcc){Wz)0w9kDX>5 zg0~lR<92ch3_%G?x>1ITGiF7B2YA$~lIVpdRp+qlfq`vy?md~u6x5itba(ILgTN-5 zY3M30v~jRE-MsYQ07o>|sJ+tD=Pc<0^MuR4D$YwCSC zotlv5quO_N#cRQ{bCBMzc(C{^d)*jZQjyT_gGc8D`j+1r&na33poup4Z6n(i+Y`Bb z_x_A95@_A1EE4m8p9O7qA!<7j5Lrow6x0U7TcDcNS@m#3B3|6@;3f6^CM7Fqd%A>? zyWSqYE-ID+ua7<$Xjc{QQ2;P&7dsxeD_;( z7^W$*M?Op_3|6F>KMPYecc0Anb)tYP3S;dN{&&{-r66x-7fbkYA$3))Yp4IL03-y1fQkL9V@LJjpbA9R${_FEQ@v0)&RJ8C%sPt|zcaa6pm(uF| z7l}9JN{~Qxm|xujqubEnyu`94$4R=l#nYKRKF2TkHx)Iw zhn%xhTvuu=oPvF;bQk>Jt4h1uDV(9fYa?xcPCmp0l%KTQG{b)(TUc3X-9r2}J0ZNe zrUP&~Grjkc2Y&2=1LQ@&?j3NQr-Wh!>zoMxF)rzdghJh7aiSdh#`P*a;F0kID~0Km z@Nl3mW>QXGyde0+@gzvotw+P+Lt`c@@CfZH!HZ_yRaYYE;<*{NgHBmu$Yr3W9!DEH z{DYwBSZYw7;tzl66df0fV(qWE6nCTV2ft`IE+#Z=_!EqE1GhnQ>?#o(+F=cZOG>$P z3+_p6?7p9%bnF>3i|$}XC@T;~KAny0b>)3x$JOkIZO@9xE0TtI#&28Rgc1JkVhMqtCfFjaFaoo*pw5DRUczb<&au)H8$I%*l>Dm}>D+A}a^;=8o_{f4RU4#yk zixdu~0c?MYBjeq6&fbX{b%crrRrcY@jRhJUwwf+nDnNd3{jmh)lLnZ;)Dd1YH9A$c z>M-lf5eK@p;JI2*9@|K^hfh?BSmK)1X+M5OW1~CrHn=Tlp&}-BNqPv&ZLw0#3jM-@ z5s=*`s98-6r+!P^WJFlJ)0f1|cX$arP%c%T**br?j3|M*k9x)mQpifo1ZdPMR!Hh+ z1xUyB3U0B?$as4;Cu0X zZ~g}ncBSeuLB_)bRuwPf$B@sB;8&ht+>thPIoh`StRH!F6cBSFo-U_a>2%UQX8n}o zE!|9S<0__@yX`xM@)d@eXK>nY(CtT}qI0P=_AZD0cQ%ehpcrt6m4HtD^7 z{s>~fds3Ot8u^9BLa_T(D=zi_7c_qZ%lss#Wpx$Af%43I{f9kd$0o^xvp1^tz!e&j zC@Sz7N~EiYA!*8R1LefI4ndMQ3jf=0-swQ=YU7LO04lHdzdFGP(eXS~_JJQvn!#0n zVX*npgG_YoAm?#O770EqZi)AyD^>`Jq@_V5ST5Cjj!7_BUcG25Dp-Fw{PceuP&a=$ zvwH9E0cy{9L!><3`iQG1aeUDlzG}47IMb)B%*AhYr3q~k34EZY` z)x}>Z3(;A351z0KL&aSz-~#!wrc5^5yE~YorFIwL1lnQeBscSrKoJaqb>)?FL}A)> z1N?!L&XxFiqppg$%UU{Qj@y4RB?It)@A`p0y_rUw{=-U?^hc?2b>Sen65qXT;};rC zFvHD`sV=9w>k_nD=m?8Jhu3NaBDXnE^KD#raVh|yL#!iNY}7gtqk*-6Xvc67G762G zemdqz?nl_UV4-Jx+MPVR&=ovkT&6Swn=qspksKc{If9=>*Q5VxOwoTTg>-Crx}Z?8 ze`+O`vDQ7+G8y=yse}$x|JK6oMOTT()NJlVu!%l{=+PA-kwdxF9u7**4!y!YyOpd= zs(doh6l(_~Fvnfs`X@a=(99_A?4b1-*NiTWwpLU582n+MQ%%sznLQWlcmwp^*iKfZ zFyRGIbvAMA%5rud`y7A9CYBMeFt9QSXf{A<%0Kc?Yvl#UoSh@74=Ue*afN0=j$PGM ze!Ls*6Pv^FO|;1x9;k3qf0Ei?<*IHuh`ik~#&=f#mC68?Tu>8Bnu@&?*3Gnu3;-uV z0Ea064)Md9p?q*0dj+=hoX`Fpn*z>!VQC^4qHb_;OZN6D#H$TpTRkZApoT}h*KiaXL zLqz>JW~F>v5uV0?JJmXLG<#ss=H~gxV}DoxXX5k+}YQF<4|ntXDj<=m&|} zrp;;AB3;lx*jZmRUvF{5GK&>*AD)923T19&b98cLVQmU!Ze(v_Y6>?rlOCKQ1u-x) zI5d+m8x;gGGBYxhF*_)KbY)na+mbaB2o50xCo}|icL^HY-K~Mfx}h5ro{^F1pO!x^05kW0AkUFdkd*^~=J~?~Xa|Pa107(` z6#wf$bs!J`vjzezL3TiZgtCgRtkMSn-3KL2zz3iM(CN7e6=yR$kU2mBWDazI0_g#k zU?+gx-v@v>*uesS^rtl_%QKf46krN~LV)I==P;m~IS}#(Vgf*bPWB)u^!XbAfZ zOdVj)cK`zeKn~`1&K7?Pc(z-D|0)RL1b+6gf5x84RKQRe)Z7UKfdQVgsz^%zT_?=i z6!s@K6!Z)Oz?RRR7GQJdKP~-*J<~j+FjJ5N6aWLd!T#ibG6MoEKv0OCsrz&8XEKNr z=&v%Ip&$pVe^$T*Z~|JHI$78Oq0ncVXYN0@^Upp3|E+sd2*l3)uW0aJUjJ1C2nGe( zS+bz9b3ErXhdt-E0y&_u{+Sn92TL%3o$YVCg)`(Im^UWX?tiB;%ae+p9DjDUvr{s)e;$Cp_YB~9(U>{_o_7sE0q|$p*qJ&3 z{wy4j`TrAYY7eq=|DS^Y)mt0*ch&#N`LFQbDa0JCo)uzd=Vsyl+YEwAgWP}?Dj=A- zHNeu;?)mcmvTHh60G;eW4!~!T|GMAjAU3vt!8EKv=C%%h)ZqRb0yVy8YDw ztGfCJMKu}5|6$wy<*f2N6)+8V2oUg}nY0zb7XNklLnST_b^~}av-9u+m^paao*(1$ zbL8jX`uP7z`xg=WKhKJ$Fei{3K%b3;jg1}f{Qr;NKTn4LLL=p14z~C+N9r(B2aD&? z`!B;E*xcF4=~?l=w!w4f|9?3D^$37KH=sG%+%(u+FwiD7BMnwTkkdOPso&Yoj@TOn zDXP}^obOu>Zu3bEUF9z|`TZ@3rDj;*vC(~MAM&s%$FSAkj&DcXmJB@3BmMY}z9awD z5=|2?vnF^Mu^ccV6@TF@ix(FCH5Kn7d7SiKT1yDO z1B8$U{Z8lg@{_K37k_OYe13|v*(rF1%|@EE%qXXs-r}O;dsRJ~jOiuKO2?UgDC>4^ znyYQ9!)0ABC_PW7wm_DFu6`}dhN%iz5G4CErn9;2=dCxBDv| zIseBBzU!_`p_gKx#!nQ^S9XEaxE^si_j{Drhfd;Z}U+29Z|7g@L`xV}+?~L`Pp1rO-U()QNZAW6cg|H-ho@X?uj0fR3AzO&y z{jVg|%dNc^+R;&`<%MggI8y+FI8UjH(MyFdX(ENcSqSze8br)Ws|g6IM`i-XHG)wT zzK~ilD5em_T7QSBVtSkOe@B;ToJ63Uuz@H3+>aMg;DfJUPxyvw1x?rUC)r)hwB&<` z0BSx-1!0@Hw;7hK(m|k*w*I0cycynF7N#&FdU$quaVX_+%Ix>27FIQ8fzAtA+T^!{ z85sCNJVs4oaG`s8`r~lhj8nC{(k+)AwD92?MG?dHeSebO9p&vPA1@&@EYhUD?q|CN zxbBLsnEb>DlXSlaz9@GOi=2$$)~e6`*42rKrv{ehceqz&4G$MkE6#}WMKsEJe?GIr z%B79k&m(8tvM;NtkZ5xwuYE(TNEO$XKgo~65_ywr&>YAwP{K-v`t2>~3SA#d3-77PE$X=i z9NJD5BF~_!OL9tlzgdJe zYG0PV0gKa)g-qQrLn(DxU0v0;D<5=vrB9c|U)lYQhxSVk@Tf%Zj7UWv4O&#a|4`=rdWRNUaa+FBJ{yW`8ISZhbFCv~0PXL>Q~jbxZoC%Ltis5M{ZV zbIG;N&dv}2UO%C9mp(0C&&ST%djW?k((Ga?AHsY|Ar*bJlDe{}`jr4n!8uArEt>%S zpu?E*Wc}EWiKk<|CWtya*ZJw`dVzda6v+xUkEgyU#~n(@A~9`VpOv5A>I!-zH)GHdE&m> zR+P#}v90T(6Y*))b_-{VyzW(GDsSM3`A$v|d@8IvLk*5RNHe%`c6KL`W*dydEkA!) zQP#I8T2v*0Slt=-z0!-6C1yje`AY7IKHcGM_aw)U*C$s7t=+GVTV94`IDZ>{eMK{D za6_u!@8}fX-mP8CP7r_pS-P9cIUhp(0trn^#aZ&I;qip5`%ywz#_u%6EBlKegt3BP z$D}O1sD&bR);CBM&n38`-<>;Yz@dbuVHE8qQL#k*vrZJQPDkuDb|cRy5jqmZl;cTK z5bY2d8qNWR9nt_z!ZgD;X@AYws#$2EYJPY2a=qzpQQ++RthXlu9d7`pk+bhQHg7a- zkp~*#TB9Ci0(^di+oZs(BTecdZCbq7Q=68!c1%yR`+$8uMc5d5Jd``y$M=}kqGK}k z73PYc+;r1MH;?>SuW}~&>zmKTnzH0Q8V^G(5^32A6ncZW&F=;3#N&P@nhr0pXAJ^przQJcUb|&hKNb=)Y~8 z^&%WC{=`{>vIs(D@n2pBE34(!X9e@Co9D#K?vzhljcL}N5&?Dtz7VHy_#nTxOU>uo z;4+bX2t8(BxV8MfcYlkR$H%D$9QDX;bnt$0Esj}{WunGhCqGNLL&2#|`BJxYNkN3o zjdZi#;n?Ah*VC*lmH4WD1!&oCVP3pu)x6+ahqqRwnK7#+Q+9mQ{T`^&u>+4?u1iIf zh3=vGAyF)nOse%Rs~sq(8dYDa@n&@r&g0P-q}=2DlOW@g1b%Ec`fS)c51 zu)#LS=c8Kz#-xDAtj+UMl|6Kh8ThzD`jnG=mg*tRl3s(eO!o+Q2dQ!aC~bQ|f~lsx zn^8y3^m`zWKgrOrf|%ss1;XqvBO5oEIK+pi*A6*8cc}jPMrtB#77mC@YIfE zSX+%1Ym-OQv~4eW#dY%!f^k0PHuFKzVN!0`2fL zi4|T{CX_;zT}8^g{Uf8v z9^Cbc4!njHfX=i>p`(|qx|Crh&tR&epE{?`yCe`H*%**ELsDo#fI_HS#aMu8nn_Qh zF+4A}%FO9M`F=Qv`nc)PzB;fIFa)^m5IQMu^S;lVeXR9K(p^Xjrq%ap%u|cSiXPR+ z<#ErA9W*|ukXBzFHAp&uO|?JRb#{bN3Ct(`S|hBycQRRZMX><4-=%(Q9mm25dzyTA z)(83vA?^`V*|p$E6teqCfQ^Jc&%+#YJ3SuioR(-t2+$ z(s%~?s^r~_qW5re%4bZS_**B=>IzJf7lGXtolH_);l;VQOqZTYsk1-^6we!z;!X6h zupoN>wtfF7Jdkl{d0Rc5oSvSuLydGBhskkxAai`-pDI~BoYkr)9NV+rX%(4#Q<(y@ z-6>BOOyhf-l_ocD>;m2=ly(BB1J^ zsXt#UDd}@$U??C@_2zt#(uuuZk%S|-xRjS(hUs@&>!wA3-qGD1UH&yfa7&=Iw9id}QQ(ekqZ?4+r?9>V+RVkpdP{ZwtGfMG<4$r& zlbv0|<1<9!OdL8Dq*CDeF!U4m^daSAbdLm;NUCva?M7@mjJ5(<-PK@S59nC?w1jH_ z9E9`dg}o}5$^K+NZ`o=M^VwYu$Q?u-%03bOi6~zN$eyiCbT$uYzNbQ(Q28lMAI%Gh z&aej=+LJ!$)SI5l8>|v^SxxJi$K1V=@4R)Xq+D%FA56Y)13?T8Hew)bogT$`(YQ|H z%s~*7y>7!b9s7e0am2Qt0(=h`6H!hva&i{+Akr`ko^it*a~dAxhWjZGZs8r&!?`w_ z84_4gexspHhr~LfLW~%Pp+lbr(<`xH@B6{b#&anlL72qW+ZR46-m~eB6SYs&;;Gr0 zQ#}#m4>zrLQe^Vj1dj$ag$ywqx1!jx%1{&LvPZ^m;(0@moz;P12}Izkcz|Kef#*i< z8?EshuSYSb?0AAeaX%_jy|O>glV-n_BpJ9jI9^$sU0)uXM&K85~86Z5CEcF^cJzL;u|4o^qs+~vk97|}-H`Qfb6 zth|EwF#9J7h)xy%?QJd^9c-w*EeDspVi!xu0g}?O0tup2_a>cfNZHAL?c+={xRXAZ1VcyIOLjF-&~>=Uf=$AaNEHX4b3!nt8I zQy^knJza5NlTU||em@piCFL$XmwuDRv!frehFzSVCJ{Q&dS=?k&LLTLKgm_o0HQt*5mSZD5*Rh~cMrqF9cDY=yZ)NkCtpSM3uP3}w!y*Ki- z)o~)}7JMMz9g3W3;=wp`t!;8E!;EnLJ{B&4k_`fSBuRf3%O9%hUj^|h{tOjH zuxI#JdU0baHv$&hY5Fh2DOq0<&9RzDc=!z)LR52&Hbww@QYr`*YXgsOX z_~F$bpkA$mf*W>okkNqrWZRAmWHQq^Y!o+pag$( zR+XG6SKOXcQ*SknH{5ctFn5TmmjV}N_h6#G@k|yHgGbT=x}4g656_G@D=3ZyAAnn} za$tjgBPTI8?%tpJ;A@PP#5NedV6vsS7y=KD>hC%=!|WS0za(NSkR$-73vk4c7mtej{M7@1*Q0L6}r~gLpv3Vu8^Dvsk+FB#^)8?|55Ia(9;RR&S6*2kjg|8AH&MX6s{%pVBKp}C@x7bwm+>vw(a>(5ZdQM6yI?EkXH?w`?J ze4`s~5S_LhUlC+2pDR^;5e)y$v+~4Yz&iSbYVh1in2o@iE^5QE_H2FmXQQ4H(=*^I zJ!2x-hF}z>m*-s9P1RbQE`nYjz8?tt2`&_O^MnEA@6%HBVl`VUzWk4{C;OF1Hn$U3 z@$tG%Oowu}++)H8a~Tqy&5Okn>{`OI@kP4jeA`5_WPyZU!zRTo57rdVazTcRLAR=p@gpj@l1OZn05Uj?qh9I3%^yL;Dm zCOr@*qpjyJ@)3&@CHKs$1M~F&DORyh7x9YXgygwCdn7FLxxa~PV`9X1X?|h?qN%R?=JO0mI( zUR<=qgPS6$liLVA8{n33vL*yu?d4R%ez+Qt{>h%yGVO`|g~{^TDjL92O234U4(&yA zuQ@6+tUA{;ap44iOTECor}^|d6jy{BV|&ThZafK>P8JW!L`SnWv0JCMcr$ig++zU z;-^88v!m8W##wI95YdiegIkBkg7K{DHdQY;Lxmo+AD%>vHVqsSy4+4=LmtKYRvDxt zCuYEbW+^nTQut{%F8N35G;XHg zyLk;a8_Rlgkv?K3wMkUveX#0O56%f8&4d@+`Joo4YDGxcpvkDQX(z6eS0j8%)^#9z zk={78!^siPG!G2IiR?EJfv4pWSqL7q+u&qWu2^>Y1=PoQ^_Kq-)p;H8llrM-x!kF@ z9A*tOV?U5GA;m-+xUu`18>fX3x!q?2)y~rUY%wty!it?kzjzC?X!s%^jdOL5qjx((YxVZ{!hR%ub1qDjdTHf~=e7$8YYhDZqI{tB^ zx=2c^NJwx4JVF|T7iWw;pgVLA-gC&0tvp*&UZhCJH9+JP;cAnqxJ6^&$!#TZN@IT* zevYYx)-CB87T0zVo3<3cE5uOQ3YVCeZZA-sOKyO95>FR^p)hXqX{T>rK!kq3i;ve6 zRHIL3umKw$q&U$ZSWj;YOy< zCub=wDvU&6USA`Wmq#u-LK|JMk-8kiE-BEasBWdvU~pq;)y;iZKH9)jjY1P@&Kv1@ zsE3SIjitmdjt~VZxue?3Fu3ed(qv{$(QR$o#p`rROeEpZuU9g?M1MJy+|P8YMu(4Kur=6u=Nk8Kz*Y%??NEAMEQ zig#NoH|Z78z-{AAnU*liW~Hm?$vG1-9|7~m0uy%4ivnA2mD?#KC_tg;=?BHt_u~Vf zUsu1L&W2D6(T^&Cp^TQzBYlc+$Bk&z z5(`R;wDfVUA?C-8`f(L?#;D@*BIe%ayU5&B@x4nJZdNSHC+kjJnqLXHmBQUjfr^+4 zUcUzsyAApkGaQhPo*qiMPGs)11%NeD<#Kx;?ryh2@bHj;pZmL&XQ7O3b{yIL5E-jO z@U+;4CF0wv5(%q}vQDlkh8u^Naj^4$I}{CChGU&LMQM^O?bNL5SDzlhOUYxWB!c(? zLpfZI>D|w>{`ew-~@m2s4oiOaMe*$B-|)&CL_j;m>4sJ%Ew)d#p3~ zKhs{cIZDDXSoTS5T1whkgV)|-8m%}V7`gF1^_rMax;^J7g&3U#uRX^R%@{0?bRz;W6Y=OcQ~=vX0-M0xY@?gZO%v&86R=fk?vc#Lor z-+HHlHmEs*q#ZE5#)WzC1IbHg=nq)PZH3z zhON0Y-6pgoWt+8ATZ2+xBF{M2IlhCvV6TGdqn~1)S&tpR%mMZ2!v0$moE;lmB`!tW z)LTMwwq@35rM-(WjSFy5MlR%|OxDNT^$hgj@5?1gNQosb0s?CgfNb z`6@C)!BG{=Em{%R8VBJdaRE~29UhP|Mvjv>v?djR%96C_Ss-b4nOyGzmFfI+7=q?tgOt)ubuXa z+K$Ehpg|l`k*HVw(WY!m?Oiu6c%s?}CW_9n)jD?OrEGAPx$Rzcn@EiYAM;o%r}rBI z207dFG6{ZFCbpe8SR8x5VMOtLPQYOrPrDC=#D3EB0oyYS8<6iv5RL&3Lx8(CelWHP z3^saU5pIQZ{-@3resMCVdOfv%pGD}$xYOwGgf4br;!0kFK^Aub0j%lcK}q;4HZ7^@ z`kYVmQJWswuH3UO=?^;3H*DpvY*m?Q&S#df>&xot0<8(<3H#|ekX26~S6+g98vErQ zp`)chP{cQB5#Txmd8h4C&uZfFDw%d>v;*a|w@K6A19fYMl^$8+hKDT4Cgg*@(*#Y! z&xzV;=2;{rrb|KUjQQG;Axwk6=cf_7Duir%1GPk`vTdY*7Rh0T19QSnUXoq2;4l3N zBaL3VWE#xft=xxR1!DR~_ z*x#>l?4K8Rhr8LRc!Z~CKUzHk!(IGMR$N~e91_$=&>uI`d+GIthn}RjNuh=I_rs&H zc7u%Eof)ZR7-FWs)r)J6WeQPP^XMJ(8aFZjdYd`(V(q%RTXU((tQ&9qaLo-Kz$x8U#WAo_ zfnO&-ew|#}!M}RcOt~weZyv5lWZxD-8khEYBU7T;B}}~UW%s!`%iI;eY+Q9%fOI~m zER`C^2FmoL$J{5#q>%mom~kQWm5rq^tolpH_-L`6(*C;h!&mxJbeq3L}?~Wg4J`WB043m8Y&In=zygE4yr1ouj6uOl<WtaA@!ql2c>t%-4)W&gPF5zCHJe&8BooI19Hg{~gg(y+W2%7k=?5=J zV;~D`dElOz+zR$luF8-9q+8?p3#T3A9t2>7Zmp{-7wBIw>8;DI&E_*Sl+=wl#^m-X zwePbT2qw?PD~|RIt^1$}$zjK*;RJ3f_Q*Ig7TjnDyo6qFbc!M-%FK=#|HSU~)zbuv zAbXv{?NXR+0KW`;f2<_EkXoBRNNSueUtW#ty+X9NK9{S*Y2bmm4(}O%#!+ zsmq$d*4(hQj_=I5=({1Dm?@r>es?(=#+v9D)Sr%%nLM!=-Q2ie`?^VX7X-{HT1+#U zY(ak2W5a3myX{NwW3Ib$n%e9QE6=jnXrvi_&TtQ=OJMXyGZB;;$FfjXycgH8m zNI`KMSB5iSIc~Q8%eS&f>sI!|{X|v0P*2B8=jBMAbO317ED^z0Ewei=ZCs_%I{$LF z@VLp8X1Vu_fN*xwP_L%IM+S-TFVo#A7wFx}HA*{$HELh%v?<-MUyMLiwVG{9_;XVg zGapsSpKG;sf9{^nQ|Ca)&B8=`Msr+`@w9RSH5sgRld#H6g9omMl7g(Vjkv622C460 zd%CJRA{g@iUHF%C>?icJ+w`Fg7_01!wJSGFCvGCnzUIFJA-04+3C_V#IPRt z&;qmK-y3SibR)PsV?Tk~4o2|%#C8z0HpO-Xq3J$aCSiuEZC{3|L8{d!t-e_qMXbuk z&PX&*h4PYxzYb$s@_r65ueDm)ac&!#fM+SpSp~-8`j?DDGArOSrebhiA?Kt^tea=! zPh$L2C)_xOKWqz25k{89Z`+wZI}cYKcRLA>&d%+gLSS|xPhkM-A(}{BP2@U%VH#iI zUwg;@kRvEUY3(u>kF)d@G$IeX>?#TN&+d?}aOJi6ChaEUmcP39QYcPvmc{FEmVT3~ zU-z9ZnUJ#VQ6_6a(%PQc^?#d}O`rHM#+J84*-;lA(8KCthkcIrq%USrwYM)-g@95S#nNLie#E5*4t+4+BE zL@a+ym&TPUKdY`(GpV^BAW)27=FcKLduL)NtOv=}IJ>t9GZ19_fvp$tx~T~zN2W?I zrXgmRvM+s)osXwx1*toz+iPALnogJ*jG#LRIFfA|Lh#x%OUelil*{oGY5D9m!q zwpH!>7RwiSU0=5`Sw9ulhOpmjdKY5pxjuo^_3kh{{p6tdxKAtG;T`Q!{!(9}Fi?|R zF^Qd3YTqA*8*0dz!v9k?D@S{BtxFLvLh{Vz^*!#{b0$U9W0uK)5>_2Lm!7iNWgz`P zq&9l?wBIo~s=8uk&HpDVV}$Y}(UpnU*ffLot@#5`|4Zh&#+^A_0jH^T?44IIc&Hqi z(#LD+xaxh>+JCTHElJUa=c4eDJ{>D@1^-jyETwAB!THWcTU!*rLGHyL`na z=GI&8gon7DKhSN zWgbMJD@D}|A!g-RMYc&#eBQ#4qurpsOheLU(vfSmOc|a^M20;;@D?BZ;;Tj=<0b50 zG(*;R?z3>oi5z{0i>2jdF>#l!$&$j4FG>zI4ljiY4KAZjAu!djW%^#?qN7cKj-2Ui zp9~`J(v+d@m^8ac*9eYi$cKf)W%b6~a($!d%u6oB}zChjDepsK;x* z)w}2^rvg3d+566CGnLM3hxDK7{Svb5GW*`PD+Z<3)|h3lQ;vq(i6dyg6%7=B(mnQe z%d9~7Z@3@^Lit`Y*eH_*6eB{M@-%%|6U>c2)Dp1lq-jy)z5uH|S@5OJv~m^5r8NNL z)qy=`=Pn&Yr>;H^dlL;UbQ2Z8Z!{rdywQi9XXe}W z5ul8h99Cl47{E$YN5P&tqF(amOdZs^+|}958}X*%XCrZ3asOc^od>G0IJ}o_E?Ho; zX+WQ|JaCV4wkR5X40GDhs)L?rqJIs9H{&k)`_L)D@8HqXzVj;CoZ5O_4f~O1WRAMX zbS-}VE)$LZmQh6xjXH_E3uNW2mNE!=D3y-m5Q|Clu88ECOvOLr~ zOPGAnQcdsywI)?M0h;wI?v5GYk~=VPGv-cnS9Z}bc_Zr1T~ zCmaxz*(-RZ+NM>HD@epNvRDrXkW3w%`>|Z)m;u~k1`V1IOX(bBT)&(5q0_F?~tG91ormPR|)iZ`tOsB z0NlnNT*4fZRpwS6oQuol?hU}Z>C32@0ru$*jWL4+LNm3F+fW{=Y;PAd6b^gDElY*B zC3uxZSSia{i!M8`h_bh!e<>;0dye2>RtR*#>qm#N(Eb#PkM8sT*2> zLc@YOiyu8_M&X{$4TE2-x%9XxJZ*x}9~*{=iVtZ38YP{|Xgd%z1O~823L)vEx%(3$ zUo!cWnii%lL2LHNbIDZLh(c=JQS?#ev$Gg~w|^IkALjv0K@{1l#OuP5;y(2}4Mr{92CNVb~F*C8Fi48G7KP;1oyPK7x3pEXs zy0x2~`M*-l-NeS+)a_qQ%*EW;?cbQZvAVf7v8T106|t3jJHI4>(R z3mXeF3p)!dGcz+g9WyHxGc(mcI|WCx|J@|%l#C3+U8sw^WW zk1bO|fTjr%hNL^KRp z7Xexl|{Fwj1=!3{n<-?2f9uluGmyThyAxbcV^pm*FP2x!Z7M%tW z06D@Zu0x3o5Edbii4kv*?h}WO2yzcBRl*Un{74<@gxH^1OXSDFI5iPO_qjOE1wtu( zRVMYwHt-W{qWkcrn~(9wT&HbJ6))@C1fGLoLS01N7B;n!_mnC@eQa*B8h_aH%Rqjt znHZAalZGaSJNL~b_|}h0!br;VxFkd^yf`^eFoMCJQRB-ZrC@iQxPb8BfFs8Y8ZgZ1 zzV4UK9EjWgxM_T~;qBfSlGs8F1ww9})e(qDNrn)RoR}%&h=Wpn@T|V9+p+K}!FqrW zklNnbI%|9?mLJDk|_%r7+5nlzcCNG{=pE)AE?2_V9rDIVuzRG z?gp@9i@4H-h~&kCcw_UJ#V(4;gzrwyN@Cg_S5|_NzB==M2NLo7onh@j0R`b-c)mX` zFy<073$%~EkGiDqeYLB4O2&M#V?&((NY$|^0ay*AO)?(%Y4+SQkQ^N&)*gh67G43j zk4rD5bIC9HW&%_GsJ}INKS-1;WDLpIlvt6^1_xt5HyIdP2n`y z7pZxk>+Jh*EEpb955Da?&sH-37H)8Bb-8D*e&jgvS&>$H>O|Q;X2X#xl zUg5l0Wwcx1$+iUJU*TzgB9|+}gXOp;g$;;-K(Mmk2kXrG*zDryz=ITTq&QJX>JzDB zw;7FNagN-4O2}ik-VRTmHt2Fa*xB~H^@R{#EH_hSbumu_isA)sn-F1iz^WM1l>3z%i^ zfM)?Oq*@tUwFFfPh<>z3|C}h=axNzJ`NZWK@>s%U=kdf4Kk=y#!r=T31sj3h{BgGF z=K^CK%8(Av4&;LidrL%6)YF8_k|!Bz86dTp8^|iP_&KrzFt{AaF`8B*v~IvXvsLh| zuWTTD{?|)|I!OUK3Dts%nhmnJEC;BB?V{A4Ef~V_VM`Hy>(T~i{G_fwL!es`S$u(u zs|d+_P}L(z)x_6Wv|cp!R5?{aIy|&m0i3Cz zEV2)x#~&afau5q?s_qGI?+X$UX|*2aKRMqM0jWF+|K#g8KMXi4P3&J@QcEUmK=dIN zr&e~37Y2z`b9o2Xk%E%I!GJRgqPu%$4)j%6=}}(;N+q?>?nz53pi9J~E3i0P_6glE z3zwW7Wes<4B^zXT^k}p+H5LiBG?vYE^S0_;)VSN3&QH_kay(>$W$$C#s9>ylQ|uv& zD4FpHr^moGbQu&Z7ScUWx9oh?&%u+mo8sxS%p+@#&jHKNjTX5Y1&<}rKqs1y&y@@zveo@&e z6p?(g&Kp&?3~HJ;8b9lBxY@Ox_0Wamc$*Yj>rrcB}^*f z&Ur$UD%zOzKG``MXA*sriYH9slcz4N`3n`_SN4r!r-73Z>pBs)*8C!_2CVpRJ>Eun zSR1KeOW`(kB6?#;cPPzEpt=u$S5_G+uCD;iyjwq>zA=c?{6`7EZ?HA!+mtqCl0$#*){zD$7=G%KK;ay3=9_WAV>Fo{Gnp!r z!Z_@ke&>sO%;i%&E=7aMCepdyi}XvW*YC~gEgfXEWj)pscd}Fp$z-nleF}-t#0R^{ z9=LBW`=vjm=I=L^x}dRDFD*D+P`Cng6a@0V*0(7*wCbVv=Rs4$h{bNy9nQ^OxRh%; zgzBK@^JQn4Kyi)jopS%1_fpf&Shv0__cvQ1@qCXtI|&PCEU(fRqIcn1;&IU8mxV{& zT?{H)aJ+66D&jn@t8P>WOFC}tcBYc*f4|L9$5NdUW{EU`!oc7D(Vv#1IXa5 zWHvJ;d;K!A^|l{hS-pEBAK;W<)7$q*A8fI&7(^P)&XXfFUAd(^N-rF}ioH8^+UCCf zj)3v+oiGr=W4N9)D);nBz%-oUhM7!%WG!6Jp3w`zcjR}nStMu3lM1l-ezWo3D0WK= zJBPudH1Y)SO`l%n(FcumDMvMKsY|YRYivi=`e6$-G}tbM*JE;bZhkCxLqqy zQu=}5^oj7tb$VOl#lH%t>m+Py)eTb^B8O)AEMO%k^^1_2pVEk<2s~JyDUA z{xw(dON&C10MNoOU^poi>CBrey!P;ho0GG^6tjx0=^&Z7dl<~T zyc1lLT|2oLo=Ot23Iayki!&?FcE)!GFg@AIZXdoZ^wAir%Piv0z&X922<^DCp&9Zg zXm2uz#rAhH@bhf8VIL=^lx??2S%jcH35UJ*fJT?Cx!HZ<&jw$kK1mi{A|!p_l>g)r z!6IuPaWRpZS->smf3dtB8M^ObW;Oa9sPogG6;ZECYvyIO-8)^Y0%ie3uiwXbw?$p6TN7~it*p6)?YwyCX#U}fsx(!I z?r$9Y%eh+?7t>{BYUL8$pR*;+SI$x`udS*GYhEfDLj=ukL<)wJKscaEO@2l=O$E6h zgIbSiX|3gl&LifSrtur6Tu+@t<0+NoBY&fhZt)OJ_XUcJn&fI#w?;_ricUt(`mf`$ z`ys3Et}tMuNvz;0iF(egL*7SOU=QfrpW(6%(+*$jM>Ck&aJjZ+jw`wK4ox4xL$dPy zzFP`rcd%{EM30NV{`DM`kgfGDAsk(H#kK601g`W7ULa=0j8sP0G`50<-{zUSo;+Sh zbB}MmLAbVfSkEY?Ph@?(E@UMG#o9bNo*!HzgQ$F*>`zxc?^{b2*-H~v>cpZ~{Gymg z_bkA^KAL#qff~UP z!6MGhEiTR>F2>F&Cdw?q#UUce$|EL7{Qo!kw+r0=#W$?X9K?yUB-B8HnF-DS73|R4 z&u`gqx1C7A;w(|OJZXvilIZqOP0t-t{V+N!vr}Gu;UCMajZuIt$llK?&r46F7T2p8 z*PMkFw9-^zq<~O(2NY3ko{gU{DB|^`sZFgDVfnu)dBaQzD(53Ft4P9ai{d0P@nHQ{ zyJO{=oPy!(OyKMfP)6Op>o@Ju>kH>6kH9?YL;dh~@I$G0p+{(A?VrV`(weKT2E8l( zR6fcVI@(Ias@ZDHMD{K{JULVsMhadz#X`X|FIw(A@Ogfp^5SUy&qH^0Gj?$U{KK8F RoNPQ?oUjxW5=xS={{@^aj?w@C delta 51192 zcmZs>V{o8Bx2_%Awr$(CCpIRw`NYY@6Wg|JI};ldPHgLY_de&V+Er)wum0Psdeyb= ztGn(Q{G$k*ic&>FijkFx6OQuF(#RSdI|&Pkqp1yvfB+n`f`x;nn-vKgCpSqFGA0cW zo1iQ|%z`p<{fXhKV4O8mEW1gd~`9mF-UQj*`x?)*X;mMF? zA<(h#dJUcC%NsJYyt92HL}3wDu-+@=Ef~>^z@Al9FoNhvC}4O=ElJA};+|G+)3@7( z{+u`0-j~X>TxBirR?Xly$$%lDm5{KK;nd>ZIU1lL2>AI#sZ+ zWFm?4Fd}yoTVr!U@$+jhR>adfY03!(%coNfi)! z5@MOVOc6*RxUn8Qc{NwSkMNW?|Chu6FPDXbjh&a|zZYB*7A9E|Ap|Ut?%zbe8GDs> zaSU1x0VW9}A1E?DL~+FvGQ+b*1orjlyOd@v>%UZ!n-Quai5W)SAhpl|ocxm^jc$U} z@$--<%*zwteft;02Ct_(va~-@74{QeQAhTdp#ZOe0RLApU%}mreM_g1_t#-`Jdw;9 z;&E}Z+@QkapTy*5T#RWzM$$TL4atSP^?X(Qhczd+gO#X7#aiKBwMHnn5szc3`ASw} zAT44{QAx{Xec5Kp`>9n$u>nR*>O$*bb*4!s^bkYa_ScpD#07Mu+6`k0&aX<2VFnsT z$+mOKM#47hGcLwz7!UO65o6Y#8>pUP&tWf?l;L4;csZal?-vCyp4iQy;r{UHtafvN zJ^o}r18M#~km>MFr`u$aLA7JoeYgZdm^|q~a5U~$sG-jjcToq!;hZ&3{r$_YtbT*f!?F+jvh@>(f}s7d`GD)k)9g zCXLX3+(kpO=w*&<`uwYNI7#e!WWw4d@(*cG31CulLARqHpa8Sq`^7>H#U6vAbBF{yrNrZ35)hmz)Mi#&&(c}vQ)){RHfiuCl+ zQi3ITKNsiAaSLO7;J`KR!7agyxshsA=v0O0)i41Lfh4kVbCr)Si+%zIwW~8_ZJ2(+ z9aso2h+JpcK_yh06@iFBa+K|RVpW-@Ay#XD@Pb8J+J>IlqKnuLt^WP1X!+9cL?L<` zEE4RDgqW_*8RTUEKN%-R}wWmuyjLZ}x+DRG4z{p}U zoPryv`4i#BQ{5R-$WfCn+CEPlX}^&lJbk&TFVVa3Z-Njlc0aj53-IhcdFymB#2dPSK%A+hVkf_=sg?A#t;}(;wbpsmkEj@ z2#&w+lT{=rmg<~G#(=|sit|a|Y(A6>OQ3eB70hufTy9&OD23`DkE?A8wK9hizVoCE z;~T=ahda0%3?tO^KbOXP4myVEcn)udk9C6)XVe{$hUh zYICj{_xeh>ycGO<(V#6>4b$HV3}8>D`WZ=}FC`7|v48SFYsEVAFM1D=?dcN5_Wn?2 zutfm{NjL}B6p%JQDtz39B%7h@;|T6a_v$1@e?C^v6t?b}>@;_0H7XrK1w&*Fln>&! zb`c1oRr?S~Z)jC9;k9z*iWKjObcNPh>L*WXA9?*6!^ z&N!6`R~WE7VepqPJ|UX{GsIpK*kAEl0WrGMxmf|VMX=#7X1uulgjfI^0^mDD?*HB% zDYo?XRBF~$9W!&CFCN1i!rJ8dKvmYI-xsHO$;0bO% zEBLn6n^CM=glKF%j$^Co$*p%nGZ?}s-6ecBI*4(K6_wCJ)xbM?2(dKA=##FssDro4 zNH>yb#czYE+TMtI${5z-mDfKj)Hlksc`V&eneVco#Rb6^FvS4Ag_K5l0pi2U3-E>- zl`#?$C%zrH{CB)pqf=JWRqBL{NS4#juTV9g?rvSi)wW16=QJpXRm91e6HSGM zIC3pPs>>G=B&IR$nO0-Y5d=;MoS-94m8?}m!Sc=90Ugo5u^Wr^4@lvd7cj=Zjaz(( zhIJqOY+;9K<-q}7@xGix($aMc;h=tFRIFv~Ax#+^7W*B@RVm^t_tO z(rUdd;3N`cUxoA%CAdcL%ViYFQyLCR&NBjZ_HDgF(*wdXPcs6GcsM zzmrGVDDSot8VVVnH-^T(DzF>b`Mp}WQS0%`*mH1-p_pkSrFoMS}Ot;fkbCZL|%sLGe~g(P`;?!hMh1Z#btLf`?4@botU~ zhx%l<6y8-rAq4*07KZrs(>VCzxCHkl0<=Awq%H3&`#IQ^G%G7>5`v%g2umebUNG-y zJ&eCg3$He0B~k$|lI>mBnVgfi$pvD%N0h$28{`uu zRo>~j0xuM=V&IQI?{*>D(kuGQV^r*6Qw88FC%VHVMi0^xS;OkA)d2HZ1( z8Px3BIVh!ZV|tA1vDnCAK3A6{X31_?#14E2oZ?BF5k!X5mRu%pSX%8^LbO}Wsc0{jBhZc|;5QeM6=AgRviLoLVC z;9<3@_TXoeAj6+h*xmIA$Qg*fJQf$fb*L?y7Q@;$(zhS3)8vOt>d1s z0AlMW?3XykHVnQ8Vi}md)8C4oz=rPjUWqLRaOthQfREsvZu8GyN;XCan_8jNTVWY* zcogfo;xm~{K_z_UUDm~7-u^#Qm;Q3oUR`-kMMp2|P_IPPri+*OVig>(9rFeMH2QJg zRH)u1xep>ZRNdzuXv-ZN)4n37@?oTADzXdn%*+q8CB;?~ z&*H%G@;J8mz!aB~UBCpuU<~AqJqRXr{ZP){0Q)OeYOEoQ6SI^e059X)h0RXH^@K>P zA)6@)m?)8r zWtaQsJxL(jDhW(wYlrhT6!4a;MPw!sLF>9v=X3r-Qk!5U!7=o7gNS?+XFtj}UlaHZ zQn*JxvZ~2|KB9G;dkyTtQ(4o75i<8SzJ*&hzQCzFKj+6-MUQI#7wz;D9 zze=)S*CVYudm{M z$i9;4)oACW+R5vK0EWk7&!oDp^4tj~Z(Na2o%;&~x&Vl(k#|_{EnxJLV6rTDuyvD= za*^$T%s9YuF-kXqogA=v*ZQlLoP{v?y5!w^ujayl0sUcC9`eVZdye6lkc>UrKmak> zamAw)ISg$9&QN~7?9&}^`6^ueaP0*|Af0bow#PL>6m)WX8 z4UV~O{!TII>E)sQcWbeYbA-ap&U5&))!*%JU1*MPxip%cZ`DOD8F{aWWYwoUa z-`t7sw_hKhE(S9>J`@@PFB!p7q!ofLn1IH3c+lslM0Z>qA#z~>%V0xU0gyl`LV+4t z3V{X_41ze4K>1YAZsMT94VpKq{|F*W1u~zFka$ahV%+bB0TZ6i0Dbx^?PgpJ2<0& zCjSJA)fn{MwF+L&Y`_g42}ptj-Q$D2Co~})&hMuY#DFPic=^M3J!B#xfHfUN14C@M z48cMcyl2UEt&&bO8ua4V|By66C~CsDLh!g4vlba1h(7XouSCK{wId~jmxtu6((eb( zp6?#~@GFofX3o9;&_F$C&rG`I{*GOHcRzC`NL(6+B?2}ro*> zgL)lA;CP5hf z-|)fbjh}wICQ|i!W&CZBe?1q`&vz)j{FS<}o6@p(0mwwNve#W%W>`*Xriw@i&gWcaqVk zRHph-96)*Iwo$qq)K`?c!AocHLzL&kN$0tMr#uXopOyCXn&r5y?6d5YZP?#%kIrl( z&mV-F9S}R?+|>2rEqzqn@v9^I%(0emi}q8J-4=D~UjO0lxqIKptbEGr8|w{WMQxxk zQx%}4X^LKG$fj|tjhE`kmA#}W2~=oOzc93G=x(cJW*X@ez-+p-xaZIH&X2I4V&(7l z+bG#pztnYQ54MKCA2+0U?3TP7PqLhr%~jfa0-L0G`5Ff0U9!DZu?}fC z3p`hIYhR&X^b5749Tn_QH{~B17;*mO)9QAAAHY0nsv}l_XtL*$KS=4`z{_K?beocq zd`h%oi>X#!<$m$R?V%&oaZUckbx7H+ynN;zaNt*_-Y-dc8}~e&7sXhqv2S&?%=9j> zFO={NA;R@iyVf8A_~62W)$9>?;KxUxsnWgFeP!mvy|ocssY<_NAc6 zN^T{TB|5RM-&&P!B+0eYJ5WzowDiePh{DDRY86H(yHTIKOneGb%oVp!+gzL!n>blq zxm;}*7|ypS7^71P6wMZJ$GS#x_?1NH`ZNpdo`^QfdCBK6nSN2Zs?2s2mb-Gv0&Y#O zcTGdQjaqZWu)pd)3*KKJ5F_AgR-t+Uj%0(k5*&>`|61kazgv3rKH>-PA%(k(ZN~Qa z-k0N5B%?tWBNE*&-$R;|kxO2cjFPNa9W!E^46T_HN-zm*wXzvMZ{`MasC~{D^DV)9 zpH8Kt9u%W6*k*av=;ipBB^#|bfTA4b+;c@Y=nlVbH$g7r-t)0QBRf;Ry$Ps2%^Xk@ zF=vT<*Bgy6o_=Mj9m65ntkAAYe`46$340As8JSgmmPmcN)jX|P6{WT;hOL^NUhyYA zDSs`~%J~n<(}m^{=VyyWxuRsRvggID_v+|Dc;}kv(U5t4$gRaT!SP&ht=cBNysJoC z-?x63ra`NL_{qe8<7YlSa}07uv+bkw?8VP zh#3^)x{_cpze_|l@&_!YyD7{PVJXlR=`>U|62L7QjOWdk4hG4vw4%VGqPip&;3A<@ z&_RPLMI;M?-9Tb^+1Jx)Ib9aNN z2WXp7?0$l0H`YR`$RkdvxR>3$%IT~t|b z!QvS+^~r7W#*Bg`1PiYn_TI%Ls1nmwI-qu)V4=jHt&cDH#Jl2rm))Z`bd+U>6W)y$s}oSB`I@?(DG z-q7QR75U`Tn9%IaViHH53wm9w_dm_&T?;fGbakaPoNRV<1$4s_sJVJ=Y69BqEPzON zxoPMXuI<$P;P;N2`yz5}jR*GeQ25hkCV!ktN2FNIG`eKp41I-Ou^ z|A@}Zo!v)t_0~fB3#YY3o97(9Hy}=7rf?a`wuvNNv!2-8Z?`F3$8#d5$JFlGzS0~P zJJo%fajHqoy|Fttq4v$P?ND_xjtxl~OMU_YyE?inoKhsr&I&Zp8T`J!R48I5r+~s@ zF5zU!4tW<0_%mq5Vy(WhYZIdwb5X|;z0o2A-zO0K{&$#wjOtknAIvg*&$!hgrEW|r)xrtz2VsbcXR zS*aGqSYwYr1p4}}6V&HN0r!`T(C1DGpZ4v|{0EQg`%)dO^I;$N=a=BBld7u^O_~)5 zin{B@H=Ta7aE3mMHNJIVt}v8N%Xw}mqK#LQ?@Bhu9PYEMu}FtqN4k8CKG*O8m{4n2BdU0KX!5p54zQBy?4uWzh`PmIpyTN zo{lg!y!(2(Da!u@BK>REjYbjGBc!kIZBhwpm)zf-`lc#n70ZWm!IJ zsKnvVRJomvUTuN@lnn2!RPWOx);=Z5(;-`5ymdjxGG*h7Wq7Z zrcRHCx5A@?URFap?AloePSYCw9n`e+?nP+}`08V5#h*kIJj<4FzHako>nZ!yo!#i_ zM9O$6{2?nHd`*EGcZE2Azt<>5D{G=I1O+q#8!RFSwEv`Hd)ZN;%F_1-rhbL$!|N)bS|VifU8!KJk`58>7C} z*OS*?;oXzhfV{b9UU}@MZWx4I76@Ht2^BDJ$O)u;HD`qUS`up}gH9y~z*$8*lE+zP z94UcTqLK5r7};+S=n*o0y8)N61+EVHVS+CWs9&atG%FZ-nN(pAUM&Aw8$$AN$7J6VtU6S6^cQ6oZ$}B%PFdo{49*tcnGQxkiYf^M4DoM*eVeO zH`-2w0JmTJTn$9FVG2!)L=0mSjEvGs00uLPql`+T1dOaz9)~fL3vIEKHA4b?7$xo> zyU0Lb)x*j3{QGfAc z6Q4}wu6xMkW4!XykWm!(?_5vxw@Ups1d#=5} zmaV}$d@aiQPalnqlx3XlY+hL&=Bb-Q-sSIeb>=HzU<`8kRp@JOV197&iTB=@Z<#=e ze;23CQ`c=oF5EG|Y>w-~>xH6|VCm;XX4m0+k6J7Cty$dD#0Vu zk*_Q81aDheSumW-`rO^w-O`~J0kMKddrIUkB%Cuun62>7nIL6^N-NDRIVP*((l)-L zy9u!@-@74G6Q*s2;T@7Woqg4nr1hy;>N`c6de_GZJq0wN-Gk6&Z)eNGA72N1Yg$nA z@qL%;`fSZcLwXUeJ;O@4eRY#*u3BcD;D8%INKEzIo10pUPp%O7C**tmMYnn-RGD{K zx0~B1Ut*@+;NzlZ@xH@UDi4xv~Jj z*(&lW7!TZ?qphi$y7X|rawTIadJESWnuO1?l{7eUDnqtqM1*gSwtvuUMuS?RE2Q9e zm)4hZ_nW+h1(l7{@d+McUOQ`8MW@)cUAy?T+e|#BVcovz@fAkjqr#DN1h;f0OmfUP zy{3-eR9Z5z;b2Af*8z3RYly$1+_xLZ2Q#1e$Jzy7HMs^pbT`c3SJ!L%G|aK4wB37h z}y0}sC-n{%j?&2{v9AU)8;bG%fKc)xg<80Rn9##X$n zg0Ab+Bf2m&Tlz=w8)hqlJ}_8+xlzdG^`y;54;2bKldJ^ReZ|BclZ5>@`%o=c536W_B? z=eF45CoD%Kjg<_Kzp9vRP5zR43Fff+ZcDUQs@kUC^YTyEeBGpJ)%i)LR(W`eJWOuo zy(ZwO5&Cy{1=@)kyw}gtCxIggUG^irA$i(?<*v5BQD=)$0X+OqVru+ADZJ;WkIQZ& ztfG?p-J&lGVjZDOX8RrnTa)fS!IBlFmC*v_D=(ex%|gY)jE>K%eWYl8^?QTeLwhv+ z;{Hy&q29k-J-9D6m39%u3e36U_o*ZC*Au9sj0sgK@)o(yUt}BkqXPo)HF)P!55Gi~$4Y91-B?>EdU7#27y8|(iS!PeU9t5_w$qM{kqLZqh5$fyXR2neL876^%C;*z*U7%0C*lRLJ9fZ z=6~lk<0MR}bAT#fD7Jw_r7ENkVSy;HXgD)x&OGHy2L?_Q)&b)WFp-Qe!jQcr7^7k! z=$;9%lG1=*?E(rPzA2B>;2KGwQ6Wh#{4jKeA zm@%x^hvkL?)-cRTpa7Baqv~BCYGeV+$-T4GNaW9cq`I6ueo%6Zzy3b)vu1$=5cRL2 z8GC4=A2NXi$0xir`vwZ2Cl@FCM<@23%_EYrlO{mFLL@pAN=-E=Uz$92`CrgrFdfha z2oN=|6L1nER>s+EaPla65pxa~6qv9M8+iFfDsY}Nu$D*}E|A#+X7dneC&O>a6_8m= z)X(i~Y{Gq#F38`2MfaWuDtc-?_h8tNs8Qsv`meU(oH!@a0FWJmcxoE2k>}Iq=e$LJ zzCqwaySgOBl#z=fP^P&aRK|QN1fVyUaP5d9!2TAN49|0-Db^N-xf2c7^~IlF%e>nj z!8mn`1@{qdt;1d3R?iFAGV&OPTmNXLNNrJXu^KC)88be9eME-q&P^$6X&otGC0}$2 z*sIwuuJzM`EtE)k#j+2@;FS#q8B ztSZ~U&)Qt>8^%{o6wqWvYuv-4-wM#qpXV01Ur<>-2~yu8j0H&C`7A!%_R3RRjTni4 z2`;A!x>Nf(Y@@pO8nBPN;=I|g#sn$FF-IOwil6^jI{vgn9clKgIP&e+_|AT#LkBY7 zS*`tce}T+q4Wr_=`R^W>g*_*v!G>_ZICz5PAO2(yv9%lvg`lqR)t$NKhMjD&(EYv( z0>mVhtd_8A_??Z6wLH`r*~cnRU#~`Kax36qshxuDb25%>m%eZ{bf@kkD&+XW4BRUP$q{E@M+s4sFWF(R&-Q z5KqA0A-vqyEaCgH>U4){aHtAB?08&W_kdSC6Y(0``lSvv{};Q%o;K{aAT+`6e6c7m zx~cp4Cv#Dx@SuM~=S6A!0@Xd8V}n9_4*Ay;OKYgusg&vyKlg9K(jyNP(SX>`h7f1! zaet_;xNhXbB?0(qtMb=7$*J}-i*>D5;SA+$Tl*KvO*GCwCY_GgFYDDQ&TV#6C4Yp3 zN{f_#2;YX{^PQSEY!izP%ClMF3u`#3*}9FrtL=<8i;Cz^)Jkf z#AP@l^wq^SVa;hRp`5GrQ30pXb7oLfR-~24i&vin6SZbl(9qs0%5SgjZv^c92~%>{ z{1uVX2WT*v5r&V2P&;|`Gqrp_=r~>Q9VqImqsV$yuW9i&3Eba&ZlE}y#ZtB=NbM4) z>bZVB>JfAzu{&ACKc+YZWH+V;9L+EQ>~g|yLTQ;TJvu+MN^(+hH-OFJeYU5CmU%NY zYWLNTR<>f^_ev`kTK-ebA0D69SC38%&+yB^1LN3X|8AGfFaMrp zI4>fkbT#ucG&MX{ZvKR+2!W)}q9&GX5NjrOB~BJk4BfmgRk&QZCdnmq>jDpX?y~BK6b8nS${LWm-9M^t&obz zH<|jXym2wztk#Ir`Y#@CX_}DmclV*fQ_5Z5iJ*mT8QY{5&M36Nm6C4H?5LmehTmm# zJNoK^KLfPO?_+>3wkHTsF43&x%ksDtsY=xJz61BIi7oyy2EocvB)u5wYt?Y2ezx-! z@=#@8yE9xg+cQ~bH?>!aw2wJ9kTCDLON^7~ooimspm*=Wm&v~U@WW*qO7UwFmi#i> zTN7zxHK_a7Tm@nW+w7nI^e41=d;FHKPHiQ*T zTM>sH%#pk?-R1bWM2-B2RbBa#BBowS+XmxzG&fwhk&}OLbVZasOWVQOHCIune|^)E zDc9__B(YKRJC0ACV8^6I404fb{FiBqgYyFdkKJxVm5wiBid~Klb#*UIN5HwsYGaj) z#iuR5RS0k$@{Ty3yYF5Y`G6}P9Cv$U;O4E`()S@N|47Geaw-)+HO~u=~3ik%_5E9N-})x>}}n~sNRJBpgK zPyQ1xFi=VbQrQ0laDRfGCHg3oUk>To>McEfgzB=LckJy9_T$4G`g!gwNiQoKrH=K5 z%Fp9p^HM~;q5HhSlKn3t9V!7t5_ZC z^or?JsuMNb1S%ZIG&~#>LbgOtEddMS^a@G#6h#G=Ru;79pXVH}r~mVZ`}M2Y%G;$^ z-si>V#j}B}cE$sOH|E9mMSrCO3q&1BULb}D_LlB$5FCZ#e9 z3aEPsEjX$%Z6GbMMwE{L1sWO(5}cTr=v56u$?YkuTpmIW)^B2GJUKBlbI&|?jS-l$ zD@^uG{Z|DVC-CxX2>)XL_zEtZ^osOr4jOU57-SF?AyCAiAEboZ=NPZk1_X)Iz$_3C z2kHr;6Xc=$LO-7*kP8DMd|)6OBr=P-|A-kJ#3f{19B2cePP)d_0>J}8+WB!HdW4~# zAcMAn2rrN;V`VKGf`D(tz(G)?ToIi804Nx45DX}n+s1Fjy&Yudck%J<#Y>@~MTqNr+@x9dr%#7&7R=ipAM(W7evQGQ6OR_P9R_x z(Juy5NC-fE#Nf6;V8C30bu1dP{0xauG_g{M0v!5vfpBz}Qg#!g~g2(F4!`qo*_kfqais|P(^jBe$TR>v(JF@#**!jD5 z{=0qnd-wgr)9ME^Hnu_j`6t-NV?W515e|^*rt5JuDR(bSp-^7=1A?*uu_&1US zIA}L<2-x&rLpV^OpuTLCcDf~OyEXjNIeEmD;wMPK(y2r=MprxUA`TpemOe*oL;~N~G`^;Sfo(m3s zek&hvhZh!RF_Q#psp#YM(=(6+0P7H;powIOqTi)E#3Td2I-f`=^%AzR_il6GUf#<0 z`!n;@nm0<+ESq+>a^JUG zsa9uIuuI^5E%9FJ1BD_pn%*Bneza;jU*%YSD9gjJKPwtR5X{)rnQ2GDreD|rai{nK zjJ+eK=~kFe!@Qk`2qsSfgkrNUf0aTZN>)eJn}07AB=pj6ZCc8I`FIcPa0~GK+4T-y z?@=7f!H=J!Lo606y<#mP`LGk5+X=by^QtO#Nz9995Aq4Gf2pm~x#`ko@xb^;#Lh#c zYdH>AHx`JOn$RR?WaY^jMulSoRQI4w;0S-bhg-3BvguYTNj;F*9QpUFNJ%%@cwR8T#yhW@4GlD2nnu!dk$w13e>U&!g@v zTvcjAWgYgg^>jR)E}s=iz6@tS?cYR+^3t?<#W>sMKod_k@Io3UA^Gd`kB(n>7> z=Bwx*s*1#^M}JnC!~E1SggAw;EjU4j83>f2kpd-Q0h=(cncaESQN#d!dQD2|WvyS@ zhVnRT`n}Cz>Y(E8(ndwRHs*|eNe_Kec&dr^eog(#gkj;uzA!m(i~>W@{xV{ee2sC? z`CTaazMZ^=*4p7G`K&Sp9xLf18Sq1QWb4;h>=2HISUFO(x3C&oExnH{PR0yB6O`>8v|pp%uq#6*YAJa+KhWV@+Q+Y5WDv+ z2sL@_YS+R-MI`$GP|Ic~&;2P?pA031N}wEz7s-Spx%o?QSDf6-cUz)vH;C7u!(IzD z<&~B;{$_n>IkP=xT-7{#Nop){d<}X8=a=w~x*qCC>bZEmap%e} zQU8_}zRd4?Q%zSPp_EdGvSDcv$z#K-r>-NgmQ_vNmK+82f!cFkPfdF2GJDf=W*=w> zay5UXdqN#xYdAsGB%wtv}0(ml?-*kxjL*qPA` zMf=^9o29E$&B9ZIZcK{WUVs?+x{UaZl1w#L;h-kXqlI z%e@krl^=C%t1=AJ#aA7%7M1@Ko?6^kr6=N7gn{y_%KgMFliXmV7nROd`I*$sv3!96 zRRwQwNoFm1b5$VUYE&=Ut$;Jmq|9G3_AeseEM{cmkBhk}{xBBtECnfS7E1?+n3cJ$ zK_&$N(?;dDwONd3CpW$)gKyG+o-OTxkKiBMi0j=yc-DCecz!41lE*86oHdscC#^U~ zn5Pn-DMx$cW~-cH!v`EZ!oui0uOe3_{L&wt;hm3ewWADib-&M8#~qs{ONj7dO}K1t4pWngvGF&yR7SFhi%xq{{a&MzXg~tI z4#+GvMkh$VWKI5@RBqzYqaO0Ghv{#*FIO3AM-HoMHQYgt^fo*;Vxa0Q z8_S2j?amQ2%czDGW!)yyDkk#LX;}xjG)2}R$qr)+O!k|C?c8ee>22AGp^b;f`^sVv z2{;+jK@&t~19~NVFaD~t#vjY8@4!RI6$n0O$6M!8rDjo*LogWXEtk?DsAxLl+q>HI z#t7718<1wO!uaK@B$6Z*ubXOX2(M*1QE^o&e%#FRXe$oNT37;JNu0zrUW))|T}$|? z?Z5Mj%_*_W?HW34G_w@n{va`*6Iua$7GQ|H$p1alNe?a|NA5+K<(p9#H&DNe88TUE0C>)Vj)@(hYAL^N)DF}ZK7VYvpg%V%|bMIdoErdsr6M6XX{4C zl^HdAjdUdSyUVreLNT)06bkZAZs)`Xp*1W#d^%V;{}xl67l!${Bboyh#;7m!J>7xr z$h#?m8ZrmEO88;yJdK@J(Z$a}ehxkKC-F!rVtBLNjS7dgJ~HS0gEss0Ki6VxsHM=Y z3a^KM|AK(lN!~DBpB7!b^(Q2d`&TdHz!X!8Yu9yQj&BQ>u`ZH%T50rU2f3PM`tmW5mrY(O;9AmADrv zH&b3*<5aTJM%g$o8jA9Q4BSK~SgYf*uoF~N#!*L=iZ3m;`!jI2^cQgWg3UZQ( z?3gXgzLU<_mKCJ@o<+x|2jRkkcgTGoBr=?z-f4H%NwaLw+gp8YR9LQH*hdot+*hUs z4Ky2+lLGOm%B6q-0#+)=XI%HkR7a)nPvUN0RcxbdYgrOiGeYVA^H;nuM4j zU*@f>)w!y|A-Tb$BN%45sbXWW2Flae6rETenFAj-1Yc|gh{hhoMMLQ5mc|Z#TU-gV zv&Eoos_Mur4yLd$8s)0x%%#4rzX30P3?G)GwNljFDj(ogd0&lG#87@h_;om*+vBLS zr^4-pb>%GId!X?ZH~(3qmB~hz3X(FDdDA2`%D*j&vUzL$umq{ zPbeIKW98AUaEl%zfBJEXm*-Ae_avEn%#nO;q+w}y#F3Uf@EuhjzDNV5;9B1~Gw%U# z8AQ&5FhHh7qC?lubSN9PJ&V07l?pyj*J(>7kx-?$kF)dvF%Cf;Zlu&!lkR&4Kl$g- z#-4uKg&mN{S6VrTpMN)*;N$La)F@vP(JHe(t z3R*O1Y|3e*B{)q>Gigj6cS0zQ9_!afT3&|ue#@blGJ~B$Eo!cSfK~rz8?1b_GRz}I zCxl-}(wIsY?q&5Z6c856z`M-qQ?M9k|qF`h(TnJLL!Qpc`fZtv#lCCES2u;6Hre zmx%7UW%T~kg*D1jk%b=h{qg?+JV3+0*D;Sz&mYEC8)GMTt#I?;5j}Ne z%^;{SnT^}E?KEHkGNJ^G>Ek#h%}9*Tt6?;cjb6V!znb=(eba^ROr>C}*fP`W-&$6( zQJK(xL@$Nb0g74_JOrR}Exf4Eek$bmHP;J_rn8hcQ1u_U{dhi~|0GH|wkg160(XO}uY7?~P9UBWDM9EoRd)*3uA zla&;KfYw(wYC%=8>X*IdN>3N_aObh^8V=bVI#gVFH|&9tVj3Y5_YWAQ(#$iH8Tv&&t(4d19S*@}f9=aHR z@#YD2qE}Aa)0GLP4Nd?09%7!;q741x1RLziJGeFW?0JsKPmpz5ZEKBJGNhyDg9`)Ge z8bSek=mE0{{2jE-h~zJu1C;PH35@4|9!(rr29|BZGFvO6vHN7jRz72y!K`==!rRjz z=uES~;*V-V#&Va_hT-p)r2Px;&7@w4mI`Vs?o-lX+1BFmv zag^8xtGu=m@3ZS|u{#6DsaQuBr5~x0KY1LM_d>Y8bOA!R@%h17ATqO+VlX_4<5{PI zzBW+Ospx{zB|D1b4R`;wLwg*5){Sx7%g+S^3r)&JzxI@DfYMuxczU14* zKkF)%VZca>b*&fH+cz)I#o?W`_bJ<;q3-cln9!4{_%_hnb$0M00sAiYET#_;bAwAA?PBzV+kQx%3Pt5@ET%!H4mcw(dw zm9jefxt_!5eei+=_lZ9~U{#^&%jQixnxc}*DQ_ajcRw)kYdQBqyaqvZ{5^&@LEOGV z9MWiOapu;)}p}G>_;zA>GidX)LR1c^?OaD;XM&+ zE6R?P75R|5@#QsZyeooM8{CzRk)E+-Mg5L}r@hJQ7e{mphQ&93FWF4yGJWuo9?$Ds zdeA|pReCU(Z~v0AW^Ixg?QXbwf_i8w{2v+IJJOSvF^eS}54{M1}5HKPzCj_TJS zzEed+K2PnqQBZ<5K;6hjpNa$e6EGmp+thCcsFqM}ELF!f_L9&m7B_j?5?pfeS!pXP z&b&;6aHWJ1g!3i(Gvg<_Tc}xPW~KgAC7w9PqO>SZEs>{xPG8+^{kJ+h>Z1Pl<2SvF z=dpx7MDHuYP^d0cgOO+=2_dQD_8gSHi=x$hxxJd3p9h58;<>*VZyC?xiduy*3vpnm z_I%zvBA$E)2)r#S4s2uOx)PxzTYvh9GN%>S&&;AwsI`lfYSpZ=ICKB?lFa_@TDTzH zP=)uHx8)Cio`Zs!?7U{VqRS4wmkNrXx>>&VpiEek;1V-s6?1#(j!u6`hEY1ZE;Y;_ zt;B@WFBJPB3-G7s9_?OvP`u)oS)#ly#ohUVY>LmAz2pkmMHe#eo^V1(G#VSiHql28 zytODtTlBWhXWt;loX< zCF|$u8nVwU$$NexO_u;N5i>I!es9jz4=yb;u!oA#(t4CBeJ7a3rX=lAkYs=~o2*>g zs?rZ_8BAy2rM_?Q{-{22?HprFuI|YHd}?q-o-g(TcP0#x{pAMvBup^Lz~&_?$;#6s zqu1qsu9cS@UIkie7lU>sP?V-x{8Q~}{3=LSsoi`nlK6p9*#Ti{NB8r{Pjo~%y(CTz zD8sBWNMaYp-87vjdI*}B#5E^;c_hImT1d2o6EN8 zFxq)ahVl8}8^j52|U{rH~dhTgNj zjzOJi6`jdKnE~T+;EWG{nd5ks|DiFFxroLV?Hjwgvo+c*2T~R}wT+Md>V&UwJ+7Xi z8*sWv{_H8`3OK0V;xPM2BC(1(=%g2aaH-h565hEuEeuRkP%%xTab~m3`{wEIKvVf; zR&s2UnFSec5we;IEU%&u>uQ~PcEHNPSkI%vz0N{2e_0~n=rHo3aIJ+fB?zzJSbn7Z zhQ;027o0*GVyO^98YHQ8T&qBp_u^X_-j8jY$-4jr%=7fcZ|5Rm4Ek)=bJ=HqZ-SOE zXo4%7qZMFIWk0YBiJI_!{{srGRiIl(+Pa5U5i|RsP%|C3q!7_dmr$s(S5?rlJNrpZ zI(-Xy-AEyVVqTY%wN}Q6(>vGqso~Y^>!Cua{pwN7)tKqdq!!xna7&CKGH6|mawi<&n{g*-f~;*D5$Ab*krBCbU92)?z6CDcOebRR@R|4%iE*Dph7bL)pinF zyLQT8ku%M#Xo$lB$0>gl4?i9b(X$i7}d z>x`tZ>yfJUBj}vYP6BFnrMsJh$m`O$>xJ%z>`GmpZ&?AZ*Hc3~7n$5BqQi_glG2yt zBIi%GLwiU-__E4lZ}ZZBpXWUBSyLK+{BXjjM&1m&n1?>KwA;a>)(05%Bz@PqTTH70 zm-z{=2C6Y$;;i?ena5*O{!X}|-`B=iCFA22tepMsNzG>Y*enGPVd=i{8BIORbJcR| z*8~F&ZP{JNz|lrHuCVAsfQk(hdb&vW2RYuhDYE!^W#h7FPJLc z*E!?OC{muRIzJANrz|kDY93f!qkH2=y5)E6H!{8>?G7m}x1#2H&gW_Mh4W+Y> z-E2uaQ*X)UYV4PPW9``ONC;e!IvqJqzWRuZaJ@PpCAU*!ORJHKe0YbZHY7z%fp(^VZBa3k_NjDXvCRK}4E`Fx~ z2QKj^s8RkpIy`!Exhr2fQ{PXMG;GzEet~vAmWG_QNa1W1%XXWBo}Vj+VAw&&HR33c=k+O*dN?6bcgEYIe7t=--5MwXRMdo z&p|ogF^AHBi4N^IjGojS;lK_mkp`PFB$VeUkNS*uypt+VVtoC~)0ArMpu{z{%fr0F zt{vqEJXLFkHNMv2w4C%kRPEFxuEZv8=cS3j1WIuA7 z;u}9FvZ7blGsuJzS6s=JJ8W5%Fr|;9d|bR1oKyXOG^M1_h_zzCxX(YiIvEz#Tb{e@~kA!?^*D$(Ho=kyc)hm^Yd1 zv(M2zW@B^F$x7lmc;!pHYjXQk-41}=+a~RQ(bwIQPvmK}itxU;KTe({8B8$0L}91o zP8%FyLgxy4!qdxNnn?($id{9IBBd{}b{{kL6~##1OGHYw%kK^LFZH5)S%EJ}Mp`dm z2Pu2UnB z-hhPK4VZ^@BE+Gn>n^%tyVaz0ZgS>a(%BQzABMZop#9);cBA~X-=@D3Q7c}ulm6vb z1=bb;U=M{Nu~!*6J4h!`SA6i9>Gw;2rRvI%Xv}Mtu!Uv7wD)?lG>w40#xruwwNNu( z?$6?S&-yt-XC7 zb?X(b0}p?-w{|J|`OJ zc6y)KzOPxVd46OFpIoyvTVsI1Q^SWl!mK*8g%jxk${9kOFEx>G`EICxcVY<8(p^K= zzZ?7eO3pepLLTTy^6z}J>MW`l(jF4w_pu3&a4?N--{WT#%1x~wnf`$mv|cI;!3-Yt z#TCluefs_`>||>2p`oe6V*gjUW6h}c9@N;mKB6eg>d_79^-;HZMuGU`e>%RbzV(`*Bb$A!K#2 zV*%e#nqd z0s<)izPMZ1J32X706~8t{;wU?EGz&ZYYTv-jlBgxOi5WsMo|htEv2Xdkg@<;xR}@j zl-*42ZOj1jHf9z;R|^_|rK1bL{@(|HnIq8L=AY7B8UKG`iMRqx0Ip6JW;TD_EIiFD zoc>YK1Dq^e9Bf=&|GookTme=tCP2{N9)KJHHb66bH}iiI_$#+`{8vIwE{=aK9RBM5 zf+;(?f?Um9Y@9%VzfqONCI6i#$l3(-Pi$A4ziNP^Ds7O8S@XFU(&p$ixQd z3IJJng8qMrWoiL1w{dl{H}U!#`!AT2i_O2%aC5Z*TK#7R^Z*wND-#!Udka_Bzc7EX z|LM+u)(QAusyA_RviJIzx8uL8{$~z0AXf`}OGbDW*1s{$K!0Of*#P00{+SgSprs># zh56rdb2q2|p>wxz`B#Ie|Ct$@ze$*wI|A*!0Oo%dmheo9j-bCG0o4C@EHnQ1k^J94 z@qY`!|1I?XzmfZ2Ir?8N@&D_6{;$xIZua(yCJuiG;NLq2@OR0W00DpZ3_u?6&!Vw6 zaryuGm^j$jd;Ooh{;Rc?#lO@2KY+=AO#Ze-1Zee_8fHf3e+z9~C2c${%$03GX4U{p z6Z?O^J^Pnj188pHVs8Vq_{;6T+6rJ`VP^g>I(2IsGdtivByjv&WdSt*uNC~I>tFdZ zDTr&!DQeRFZx-yo43+;50!ZD<>2GfTQH_G5`Tsop10yQx=n3#)VBzEjFtBp7{JnpF z6XIcI_xs<3{1*_*f1VXgKrS|(0KLC;GqZpEtNQNLoSf9%|`OPo7oXnd0+v6&#h9z&%gp=)TF0hx6G=XI9g@G94 z4^GJbX5Z@)Fgs8iz`oY}I60+EK6-qh>K_>z9O%A=`n`uwmzw}b!DoW)pL#-)0`f9; zxvMw(fO>J~a;=!pZq}+oOV;r4#(#fZa3dzakKaOP$v9^tvicMO-(?nFFinv2xQGZx zh-WSOCP+^_DmJAqYgpT{AalCJxpGz~$eV7LwZs!|gK*FgvmljDR>ZOKfu>0EWCqyA3h#Vta6FBlKWm~v7&afTiM+7U-1y+Blp59lR zbE?cRC}0E05XW-h5q;;(&nzsgV;fF;8v6kAqFTltFSNst2a&ekfF=5C!nR^&a2X0l zD7`Vh6Rp}q?qZjM?FBaiO?us-ftWW|CXeFQ_cqnAxm&NZD_w#k7-?3>c87blNGc5v22w#TpfU~T{i|t&$8~RAX>r! zBEfWNJ3#(zVhu*@6+$xrBBk78Ex*+%hLXZ*7tYt+J!?KOKd%y#Y`1@tX#PFat*6l^ z6&zdVPqDsJeTLK8lsk0xYFeUok*VFVSrwsH+81zi^$EdFl}1_oGS57BPj$PE2l;H3 zF-Hq|3awZ^IbXW&N-1-)a_xZt>AGV19PvsH2ULfk@SjFup0%!;s1NR*Ax;=9_l3%A zB4EmZCZ0QORB@DBk@J5dt*1&-bf{=H8*p<~9HY?O9Tj0{2=jc!75^_S)#nf2lo;|W zpT+ks*nw=WMnF#+EcWeK5wDwsRV%^YwsdfUXDUS|sLY?+bH58DfP$4!_~0Xo2D!)b zVfwfDE&JjJ5jQ(!c}wBCbBe7rV#u?ZJ?VzB`rM3IzZighd^~@S$L1{LYuW)DaI;HR z$Cn#2y&>!3?`$=4MJE&ILG_2Tk3Bh>y5?UinBU@qx*|!+AaRtnvLGfuO!VV@Nli-q zUGKRWwX3ke#ELiGN~MrX=n}UmQGVT*dAq3BB+=q{PtsJ_ZWd+xIdV*tCs(p+uyAqm z6<)2iy$io2ym)^|on|!>PJq+k_qeiQvaGJ1_|?g0LPCs0*%HuC<1c5BTCi+*q-+!5rVT^3l@PC?I)3~>XbypF05(VO>BJRToTSwM!*O#BJt)%o-x~mqU@r$%7tf+^YzKcjzm9{@W^t?Us6_F3HubGQ zUaQ~Ib6(}7O%raWhs(ycwd}sUTw7O26o``zP6{XQT>r!#XsKR*^Z_AO{aHyO@CW#G zZloPoas&GmjmM4$s_Ii!B3ZJAp8MIK@_Eg7XYGhgBiB==J)f#s`Rie{vvBuBJC%H{ zExt+OUMhd`Gn5QNOU=g~oBO=!JR^Q40o{h*Aj>ae8gvIwv3g~Smeb;5epET=&v-FS z5>a+r!btI+H!kstk84RLgJIKniWI^}W> zc2|!RF;8!{n#Jdg92mJJp!C0cA+EC<(xd5Dm&AWjtHmnN!rVOZ##81e2EX(PG?;50 z@YlHj)=)-**2XOKfWhf?D?gi4c8$O~Voa71RaZ0%5}S#ysqvAl=4L0j^u3G)Ux2X8 zI6S!1T6`60el?n5+dGhW{y&<_ocI2Gi6u!iar6?XM@RhypCEyOy!Udh5{Wyl&Teom z?n-|+!$yY^U>MqO``|-chm${(K9P7jm%5`5BY=c;yl`hFB!!b{<})mVs0e>#Xub%SnSPdbf0RKC2qYc8rF@z0T3y4uiB9n_}{ zP6Ekdy{cnxq@_yhM)6;Q)s$Z8!zU|Nu{(e3Pjs`t35U?L`32pPVy%2m6kba7Bx;Re zvVM9LmJ|NY1|B)a9Xzf6*-#o!Yn{BWWITqv-WP;%Kk;xTlU`I!Cn?hherrf|^MbBE zLFBtY(Wrb-DpouvS922!^UH*65<}BjySYg9znBw-z5Wi$h{xGW`9?j%3A-w6b|`II*Qmi9EXPtjrrbK8Gbt@+2)p>t{CE;U#hY>mvM#)=B#_5!(yxK>yG zSRaxqK{MZ%ouWuc$2`@@N#zQwxeioK&lTF#SYJXPU@!E$Cj^Zny=_ef*jmQAMp{{R z&}kY-`Y?)0HVgzkqxuvW5Rfd4nvNwdnp^l_!z`&7SlnT%fHNY!Oq_z4qZ5DiO0<#I zwI2q445Ax$IVQREaPftq?~=-tiP3{8&XhnzrRKDMpjt08t%<>|B&SzY+JC?exu{Ru zW(xuCd`skeA8YSu5ESI6W1+GsBN1SJxxT0*LcPwd3XsWq6+H+|RL9J~x^I5n5%r&E zirmgGgrp;UqBGR-$);+$uJV72be=Xxf**%eP(O1NXe_5Nd?3()4|Y0D+rk8crSFe88V5IWyY`vj$u?|lNB%ceu!5@Wi}TOP+ugG3%gX zuuSEIf_T|~$}WGTp$W-Uy`Fh5ZBcQ&rO`4sK(yND>ghCTvn#?p{z8&Lxfwsgcp9A`Q;lRY3|n{}&1f}$j5~;kxUnoAV|&e9 zut|c)m0H&Lnye`G&>y5xByeD38kzobuySiN0274i@0x#2Av+^+#0490h@G1VfTkqf zfL8o1D$A)6o1;JB`iLxLsn9mU+U(J_4>8GSy}oN~cPtDiB32xOutOed$TeP zq=-r2?1E{-B2m5V&zzwKO`w_c*>R5?P5FI0ErNd$a5j+lAW{^@v#uO4VbjOlf4rzT8-k7Ztr;9``SvE$e}sV3i?A}{5yXnFXq^O^fhapV*?yMXGGl| z9L5QI>E<)fF|v|eIlXMEN>2=j1*f7}c{$LuZYENEAK72rMX-UYlO^>%Qeh$J5&uRE z1rUD`T+HVe8Q6!|#m`IVN?v<5-=jD$7pf^N%k>$eMH{jPzb%IEy!KPF5ETE>E|7WVq}6{e%!yWdf!N%jTHn$iLC|^!sROQLBbdjl zt%hMWwp1rE)KAW1-=Q0fhvqCjp{+-b9(hxzzIdE`+I2((-R?thVbI^e)f{eS2z}at zpDA{KEpX3$b?ucsJ8@gl$+}gl$^YUY>-_Y@9rwLudgt~*+ime}TvmL$ynu#jg!z9v z%A~zAN~bJ=J<6Anhwk;6l2ErhUpH&akBQaA-AFumuW4#;Uncf~T>ebmh+M0vIi`Dd z!HaGqZ#0AZYCNTRj-DvF%2VYTv0+*qg77A?mnT&A7WdYnYx})mOB@p;!cZ+}Icp^X ziy6z&Q$E8t0sas4`om&leJJ(*g`Ycv@wTv5hE62I`4O*s56EREtv20X$YQkY4- zJrY^k$vSVWEjke}Lw!cNGXH6x zMmTvP)?gfI!^lrj}Je%SOCo; z7O8VzueWSvH`pp`HnFO(xrH;PWZI!$9?KQt0=-OlnCj@2!UJ*QBL?;RBn;|XG4h8% ze41tCYL_#`_PDS)qw59Ef>wt;p;m+6eI|@pHd(dH^T76HqF>*w%f5d_KVBJ{`itH) zJ7wwDZ6HD%5T?XXIeKRq4(h*1| zF2#UvAO9$S(be!$dJPL!d}>mKdxW6c2%4}%dBC$|MJKmlt%WbzqVed2&qIc>A2DteRJday&qIgJ`+MFEZA zLJSyJq?tvq(^QCNc)a``_NX|eev=}oit-LGCjydQ=xPtubL=8oULoHddl|lM)NLdk z78gxLp`ImgXw5nz6u+<_=C~76SW%+ChU7;$XP%_~vtU!)WU5Z_y1nStWscRm}KW36A z-P$)_rpa43^9P+qT*!JQ`cy zf0qFHgPVy8Zwiz$9Q1_jz59FWTOPf$omi8EEHj%gyCr`D*XD~8a>R(1%n@raA10JA z>zlLsUU3~G@$-w9ZLEV5<#Hr>}wQCLI;HHAKFIwch1ZsBGiq?&I^di?Y9cM6sf>ypPWuum{;4sdF; zJ`L);pZb4sC0I<-eI)|Mj#o2dcCpa;3gWmmCluKImD6UYZO#QNKFc%DFF#>hj1n&E zg1DESMR@Rp*)1CltjhV!I)C>w3G;2Q{+Rbv5;KB}V>dHaZ5S>TD0`gcP-Uds`bFRD z_Os!~4g0|FgYqyDx*H#h7y=;i!!``txb*SKEkl3G@Vk_x_9^F;=5fK4R(9CUh>{Ii zhuj7`>)oJZ`>yghJ3lvO<@aCSWpRUJ%Bqxv&RQHnFxFlnMtNV0Bd6i-Y{Q!y0BKJ9 z46dS;1In?5!^ktG69ot?71?HJfEK7U1{O@EjBS?05%NH>+;Koq4VXe#aEs~hO`1BU zNS%MkK4_@;MRt41qNub3&h zfHen8`#*1hN>}g|9UdJ$0!(FR9<95IAFQ2ygFLf3H%BFFhOJG@vkg;s6GCIs@Vl&s z@vVb5_>94Sa*HgiF7q>J9wqIU+T3V;ad>|kVe~^VdciGlnGkW)ZlvzdZ*wMbq%O&v zF^RqVc!N>`N;pp#@KaVUaNYqoa^3ZXBi5IcIYl70Z*dg#K!f>=TSnu8c?v=*BqRn{ zA_~cvzu&8P>#+}PMH^EgGZOm=n&yUZl+nkHQAxQ6)GjnwnN6ilUaRFjXB7;avfY2( z1v)kU^CQhUp>p47=tA8`kmZ~)Z4WEg(4C$bc;<3)8-Pq{;YyuX4GTH8+iSc0?n>!) z&QI^AI*}3zXd!MFi%PM{;3B6SZXe08IGQn31c5%bTxFi*8F)VYjQ+-@VvEGM7Tt{G9cf1={o%4mOZntz&m z*$_OM`t9;3>o#$)y>iEM34O8Q2vn7pvJ}MXnGX&}8Vz04@{z5s5K2mVqaj4e4t4|w zt`zPJ7C|s;dmamaq`OZ0ROv`L_G4y?s$#&o3}vwQB?11}w&fB8Bh6a2j{U~j)tDGK zGBf`~ua^tIGD+KV)p*I?ehhzKWH>!FIhEq>$Uma3;;k`E#beyu?Da?>jL$KpCN{Jk zO%h0FRim&#n^HQizmk}A*ZzS~Ta;F9v(t^r?YpgL7yWb`1r!M;J zHdc{l{RjNuvYH*NKoFz9lmhEC{S>idHH=R7FJ*L>X(C-*P@s}k4i0~gH`GjP0=aIb zmEe(v!eh(l4^A$c#pTXKV=qsMK|MS^A{Z(^kGD;KMY61thaoCDk6qjQf#8I9njyrf zTnt!WevGa1zEr`+M+GQ9+@FbtftZXTIdH3HACK3VobZEfwc!e3zs}Q%aQ8=*C-qD{ zc~A|geth@Me_P29^*Vn``^55X7-@u8N)#Hx$k)k@f@%M*^$tDkRe&w*Gv?13T2vx) zm!a6|T30bP>`+tbA0r>y;A)$4<7%TY#j*Uc8LS@b;U}ko$iGNCJoj`uHV}_AZ(D7m za3F~u8{Jt!f$|Zd(S9Qz`QaYivy8{x8}l8vuathw>KQ_8s@s1(L^0*@sTa~ShIpku zlIp_`jtCp}CECFBL_N|B@Zs4TG^LJWmgrF`OJnBgV=5d!^7UY&Xix9ON3o^3-TG_qeBXB zVQ`gyp{u)1hkt)pCfq?r+FX(->Y3-8YTfkBE;AW8-?q~b_`pw%{e4lr(Yz)^b{uGq zd0H4MS%T?J7c!L--+}&4GnkVZ7ldW2IfvXj=Cf)gkgrjcxwF3;H^7ia;yG9|f_$@moh;>5q0HuZXQPVsycUCZrUqEfpWjF2Zn0H>*>~}Rra?5-k=B|iiwca>}~`BYcJhRYn8Ce zD0!4NI`H{cZ5p&$TYD)A`DzzLVTHI8$-$IZPHT_uzy00AUwX?Zg5lyae9+0`DHjcu zhA;i|0=IvAiAV&U_zRY_sI>2v^wbYk-(n84DE8z0Hgo3kOyipbb$WQFbNbJhLVJD;<_mW!R~OD;<2c$a7c4%bE{aa*ShoE(rQ3dYBxP`sWVz5Xc}?iT)x3?hqA$5C#?AMXY0IX`;mNa1c{&FxB(j5jayBbYVbkV-?yEt zun2$k2`D|22A7TR@@|x_J+WiWy`I~M7M%~O)7d}t70a44II{2A4E&rWm;mE8_*=#K?3r`sq-U4R+f^FmCG(5LADW)MHOJi~FV#Lc^%1zO0=1CtoY$(3ZZK zdrT{KskR25kwWco;W0=5J!w@%S5#mgZp?^y^fw1P?mg$6QZISNoB%W^j0Ta4UjfGTW1TX^NJ;fw{QD&vh?HTnLTd zn?MHk4u_AN!!gWz>F9?bx~xmjGX|Q;5!P}W7Nb(}(|X{mDKg`lw<^qZmSpeu-{#!S zI#q$QBu3@nD7m zg!&HPf0Zuz#aGzu4mbOGBHu=}aQgSvQ6ayV1jf`j{8sR4kR!C1ie+pKn4=6qHoHyf z9~MLCBxX@-C$fZ~8&mTE>h!#10Y|;a8;iF#)wJ@JqCpeId_Fmd4{U=u=HGu4W(7_W zED`N-_JUuSf4oDZz}hMB68vhXrCAmzkMEat!BprsSk1IvZhyR~4! zY|0WqUO`cEL2GOrhi6Y

Ci!;YZ2BW;y!sjKKEQ5rW=dAa=>l9`D;t{J1OFk~5#zG+Zg%)WX!WmxC= z09!2#L=7vVW3IEb?%@WoVee0jKb_B4^;SqxT=~>@)Zxm!KFa? zc@FZ^*BI8JTaD7qjuB=Es;l$ZELIyo1|7Hv65P=6dT=gw_~MA~RD)972Sh|NBZBA)K;*wj&XnnmWiZoa z=<_MuoKk;gccf;RteNkwn^LFqTnz?Cz zI~o(4t-O9IH^En*jY2#M<%6DSoV{oQy9-qw>o!_ks2C1cS`t}EHeGLo_ZyhV%Db`B z)|T=2i|4UJnJgLoaexT9(-K2 zqp%)-W=>7V!bpiaqdyL=Dn+FUy-j>Xn>&1*%eAzS`^F?SQxY;Xt`EUL7HSnE1&CL1L+;g{+w#@5f2Fqs0VyH z6*p~mzsD^E#>GEm`KVRkp$5F7US4_r%$aP}{G2zMsSq%Y?|ON)La&e=ug8d+&+~sH z$e9FU68mzGcgcmeimMKeEDMbPPUZ7FT%N1tCX5lhsPm3V3)F}!h_vGZv4o-Qgx0H; zBV?N!8Paf#=qXRXJ>vvBlV4bvupTmGBEmCJsKQ~G(m_U-)~o$2 zK5Zb92xg};F!q{WX`)hKH)<4X_1J|Te*+Wnh!Ny&Nl~=ux{0f!qbrKmytp+=IAZHE z9CVP+51vlM5$IGAp$*s&uS-&%L*E76oivd8 zqAtAIT-e)4L}}VR!5E5tKv)=moQr@y^9;%#j@WjSUr?74!u))JxM%iZWR;Iy<9kM1 zePUMi*YG&tk5@~snxU^Y_Mv}~_+3+>V1WY!CGXju6|~$W)qMx&WkgeF$WsVv!dvTq zyv>3d>geOBfS-<|)%>OMgMtq2m;5+2$r=9{Qjn}Ju#gjeR;@3x% z>kY^1a~j+=)Sf^<7$*DzZK$wMISQHSp@%Q;ZO3hHX`z*+gwU*iam9a(Kz@V(4!Y^k zY)};mAdKjEtRNHMy^XL`nj%+)9B#VvbN0dwy@1s<&N8;nPXtDvT}It}DSw z`4zc~-Z7?x2;8Nd@_T>O`i~T$4gNV;XT^A5aNr{DLeaFu3wdR5j*bR!xVvq&@{2xL zNnfNtJeZe07uri!G0P>|UQqTx7j_c|k)BcD((IH*LLo>s7%e+{2ff1Rj0xJY_9G2NJT<*4lmRg?K4otBQWIHJX=p!%P%?ay^sD-x>eor!A{Ied@LZ zg_nfQ_|%vF7&!^5`#i%YsS~1FIso6EeD!=LFs@Ni_oN%S%@P?8g%CnzZ5V4(u`ujv}CN<>+U-cev*KGyeL~&MP`Lw8$R1dsE)OI zV;}~tssPm$zXY*!<+r4;up+T|(;qYuGpaIm-ah_8j0l5Jw5IZdu#6$wBPkQJAB*!1 zY^w=69;CIfO4#UeT#Dsos*oZhLK2#bM|cTO=upVqu%dr$Oi?lP=y+P+Z#hQ3sL*4J zZlT@@^H0ib3l01oJtLoqfE-W1Zr5xEf8EeyplPYjZlAFiCxiVjlatMJFl1hF){qYA;gwr z&tz~GKQNdo5&C8@O)BB(9~m2>o5A+c43y0Wrj%2}=9fqFN^8VvC8Bir7{K!(m#!Tw z%t_4O%HA=H5so9jlf%wK5tqkm5i=gTzb9 zCq{n^YxX=Xv;&akI{J90V{OpPh2)q1I)fu&q=OC1Iq6PC9lj&qR_VO{WV#_uS=j}Q zgc1tme{w#1fa|@GH+!)Did}7|e|=ec4{vU%$?_vD_1%ahREbmdYskQ&hKVZy3qRW) z^48qB4U;HGk*DK(@50;pNeMuDMdnro);)ib7d5UC`d;@#E1eO@P8}hc!o|n-G(=?C z_qnq;EY1d5%B&)27$~6=i~5yTvsFz)m3;-{@{3DQ-Ge*68cs7r%?G_p$uH#vz+W7u zv8~h@P2=?)MkvdU=p+BWZJ^OHUis!P`Nou9|3GjX#I3(xMAz>j1c}S8ixZ)PWM+Rp zH1uhOgR7i7jZ$>awc_uAgDkYHQw5`!=89qomn!Xv(mOee=+f);U4SG^2PKb`{P(2Y z?v+3y82eJPa)+^Dmd;BKxsD_>=YE18)sWkvSo1H5qa%YSoCb8@ttw2Y^bSdDBc)NB z;04Hv@K0g08HvoFN*Tv^CcfGZ^}m0A1__i?k2}168%2XJY`rUY_v;|=?-7&I$6zs2 z>fp6yJ*0JlId=+At~mH;r95No@y~>sNAp(IhmL8d+7Byw1n2f(q*s=ceL0?$0nwaa z=*NEYj5tX&`Y=BYmhQ4wbBH+=H4>Rsy|3?}6*##VS|e+JqGU{=Bz+Tw@#uflphQ|E zF%i7qgeSclM_bUU6n1+~-idGCj+hZ9V&oVDT=CDiCZ6V0pFJ@w4R#)`#3Htd1$TXT zT#-P-BraXjij(-B*`*Ze+Iat{-g$U2P;-eFHAzjQV{Fo!SW4oxg$lrc=S%`i8a`V1 z`8|!XYf>&zJtc&3MER&49qE582ARVceR6i?En!xlmuUr?j<_=~W&c9>Uh(oQ_zn$K z6D}R!whuxk<^BhEi@vN#YCP0M`26TY8Iq|7M)nlc_s*&GLm4C7bNmQosW$`De6tYh zFk}ycx1TPZJ{Gh-kPV#a(@iXWnJNfvMel`=!PZ7zdoQi#?;`!1!gKP7wRhqv zo8=_5UBNUrtUu&!VuY?E%Qc#*CX{jvX!@MSMSvq04`rs*+_?BJ`do5;dM< zj)*o>C@$H4@knBp8H{6x2`Eq3_iV^XcUJaYr86C5XMOZL9*&aAY zIyD>UwYF>rPeP>ZC=?BTYc=f}dGa`^{lS0lh(IORVUOnW$t0n)hW>n1AekdoEt;8j zZ=k=)AqKA`9nEV@1G=v%=*%7`;Mk}2!ppVqcjAZ>3o&;0Je+k>_2YZJ(G^C>>}345 zhAxIS51RNvdn$jPUQ2{>=lgy9WP;{NDYiPtqkDCk zGRP*+2N!X}@8PYL`}kqhIVK1Pt~bD12H89ib~qW*hcs{q{A31^5xbtMs)wRCx}=BK z$|&%6xX&UIR1%@V45O4>@t?|cye{}NsQDhx*jp|TFYne-ag7$eJMHq;bwNbhFs1Rf z={S1ud)y{gL=HZwYOkE`R?^c3BhOyL&}{Q7s$bJG(-}vJO+Tsxpj&3NE$s59BXGTF zRZK1cxp6WC2BhEup|H(E1>|9vdA)kBjXK~j?!);w{T^{vZpIWda6X2GP^7&YA#agc z8zo)n1uijH(tot84#sMFnXJ10@%tCfEoPfyD0bW*XnIC~>b8L1fk6pvE&q))UbG00 z5dHOSzU8>mN4jaHQ`U@w<#8W+7>}#Vd)Tb>*%^Ek82%(iBBT9wHXkwGA)24(>O|1Z z^G|oMd@Qvvb37KhyflP8j?@2&ACE9z*n)>UVwjY(KUV>->?L#>*Pa2|iwN-rIjqHr zK&_4JZiJ=W2i#@ev5R(AvS}?<^UCa~cQsV8%G`ueBHJ6Ov#o<4>iHcm< zB8<&|xQR#&$)6{=_MG+Yywj@ zi{GF<`p=I9W)cxho{OQYO9%%&W3Fvt2Q*Ir-%p=xz8+)g;>YL zELQ9KQ`hPB{!b_=(r>o>AoJPO@o%IzjZOD~EzE8olD)K1>qpf!=9z_q(wKG^N6(IY zSji`;R<-;p>;5w(gz2i9%TdfV6Kw9=I;*+y6J${^!p?OrDH#ElXH*r37jXTh5nTL$ z6;xb6Mt-{maixMdb63E0{fNfD6HoCV{;nJ)l7(=P(y6LqSu(Mg%556Bx>*E|nkC#K z9Df`{GQ0|?I#C#W*9hb1vD+$>Sn+*e3m?FmMIY^ANs7c3m2?cg`UCm9>~H5#toyln zcHIy5BSy^CQlR(2L=~`p2{sW&6oM`*?{*?MSdOQ3B|;=HY41Q?)dH1&ukXwCp5hr zT89)jn=w2EXKA~9cq@b1%yj6ZR%Zsv)>$k#w`zhazbp=$ORd3BI*H4>^a}YC0%$m%FHg<@tuzgg9bBp0FXA zL%`zS0F^1k^D0=PlhTA&8|m1abT06eS7=Ly65$D-k~K!o-F1hm+D;lTGXc%REa(fI zE{{UoB1dloz98?tXl_&jtl+Yv>2rtlha(8<70YA$c;Y5QDrMU!TTC{vlp?ly_pn0$ zw>x{{;4Ks+dWdNMI6zW+fe;*yh=gJaMh{8ERWRd^G-t6%5?U(rC6lMUdS)L2S_Xxl zb_Mohx^1QCBj;9hJ375D&{Otib@W(s|7hRz2MmL$FiH^ocq>QC#mPd>kHU+;ozFT2 zqmEU;tZs^cafh*?y>?3Yh;JiVOWyd1(9oDCz>7e~{*|nfL6{t11djl$Y${ zYPWMnyB$e=%bGEhpwO4II0Qp(*2el!{0@;Ia%!>#-asHGgC7})O5!eD5ZM;2;NH?d z+Hid$CiHol@pYlQb!w;&u63|8l)8c5crQ~lOt(qb_fj?ekoE&f3J$~71RYi_Su51L z)lU1nvsuHv#=OXSx>I)V7X5FlIg?w3lYz(M+}|eAf^!Qov}8`k7sko(RQR?(WJ!O` zh*_9(f{u9^h1p`D?*etTI&JEmwlLI@Xs;;9ymuC6%Rf ztP}5kR+F?pA{a_x?@)g!=cjPw->WTGO-Z*#3h#Kmrl5nU?zAw6%31GOQSvZ+5*_Qd zl}fWqU@?^KU8SaBHKp}~aIZr;KZ=N`_4;PvYhKP_;9vh2I85{vZ18&hT^smsW?U6| z>I98#A7lnYJy{KGQ}Gfr5hn}~m$!pb$>m&oI!%>G$trF(9NiRQ*=9xj)LyHOZ5z=0 zbCF(p{IttMdsUXajL~HH;Iz1FlH#2q!iO6iJ)V1B1cpmjYKb5_ZKw+t7!uWkkrW%n z)5?Nbd?W!}W1p9!U5|-p#L17s~)wVQgc?nB0Y%R7m;1BLXhe^mv^1 zsHd7yoZWpmK}+J#){Oc?c1avu74#@u^}#e5Q}hytQc<>~U(b_$CE2(x#CTKM5NuQf$pC!7~D!^DE(m0|m`7-3pz+9>=4x!u`qk z%1VW|k@iYnoR<~j{wXB9pmA4#Q(xuYPkOfRk5rra-NH5NSP|H#`p}j^hX(z=>~O>h z;n~edOWhGA$m`IGSDF1cZ0}?bdmo@Y;6zf zFwKGp-ouMVX)s z(I&n-_=b&Dat|w4rb$BO+v1zWocMs2(GvQkKtnX-BR9!j-i%z+FHW}HXxhz$KOoLiX z{>{Bs%Qn&Jo;3vO3J-ePjyv)aUQye$zIa7uc4wv9m`njs#*vUHF!pSth7m;dlK`?k z8IQJBm3cVpB1uWJw*xpO38S#rY&cVs~NwF&yC6D@TBMO^VIMZZ>E z%)dHLWBTn(UZqUx z36UDh{@XKhb(ed(-bZF*USChSL>}(dkcm%#ATvPdSQ`kk(`y|#RkKRP zq?%?Psf}~557T=Ti87EDi}H<4Uj$&B-&IvD z{@PKCvt-2M`aAp3(m^6#pFt7PUjNzIBaiN?&5^(2@scl8mWkKWC zN}rLh#reK~(~9CVeOnBEbhw0p|KRkx7QJ*sDI0#s=3MbYDZe<7%m{Q&Fm(Cem=%X! z&3kPLTZABWA>`YIjA;~1OZo|D5S>mVV)r5PAeQHz`47>Blp_|DA>LpstgHuKxFr|= z-otER)ynvmuBk$r-#ZjPJgE@uR_qy#WcT#aZy4sTZ@cEuv%WgpOITquaPeVRKIq;Ai6$$v&YHnO%wGi2%}8{T5aM%7 z{%yc8tDjV!@!w50adm zelMQXl}?;xeC7xWXmGxVIhWd{w3B@vDW+r^a@uHm@vg-hcveM6CVNKJt_~l{KCNf3 zBfNS@dF&5d(Zn6bS+J1}N|=eJsO6iqLSkFtzKy;|>DuHOg5Jb3nLJgEB<>m%XRjlL zx6`LbWI2dx76y_IsA-B0PD^zukoqZ4>q;CUs?d^pgf^MD&oO`ZGQ}Ugw-Xd#usT-M z!HX65BeW}FWNbK1EM@K^B=$Z;A;z1&y-?RuV&)mxNq@IlDVC_vtFordKE+-b;tvN? z%U-Oh|EP>1WQ^|#GY&+}GTqg@Cu#s@c1#G=fOFcdu zPj16xvYc2Y3oBX}WB?uXJbyw&3apgn?d*-Q_cU^zOU8W7`5_W+^n)_b@q-0XIzmmt zfAY0FDF96GXRr!0a?>k*?PAb<_AW;2gs{V0nfiPQTC_D%E^OW0i@eudx)jzV8xS() zr#I8lTIB{kpSd51#l7LrvQ}oUe8@>12`gZ$eemiAR(0}vn#ETV>k~>X>OAz&bf0@! zo?wFxMtyD`>!9UzO1x~;A`X2Ih~YhS?#+a6N2L`x0VjFuVl~X@3SSM*TVVJ=Qv@Sl* z(E)d|59k_|K==5lpeNK~Xo>?QX05XdgBF#@#q}4K;ieb!<>$6haf zWlxWJmtoqRnW~j;)|ZTnn#->oLt*ly6XSS%ARnF}Fs-=#a`qEI8m$Pm`%T&1%Z0WZ z_s9|Dmzx}_%ejtUw*CF*=GfYtHH)}d$1-pv4&r9q^Vx*zF^!eqV*!IlrY;fp3siXI zV`tbNZ+gy(TQLN&UOoyWm@HjyuXzrE#S0b+ak#W-%f!GBm%cxY={_>RqT*r?TBHmW zU|#x!`9b$gNABDASM~WI`%dW1v7fl2{eB+?ec8$E?!QgMZ`zA>wf51tPJG@_`fy;_-y?c6P`;`9-zwIpT@>XAN>3%MAUXdoRZURjj$e2 zAU?N`rpa4@N`AnpcyjN_e$@_KY|7|Jh=`@;g|?VI4#vEJO|vSC903}>f&U`+ z60xc?F|F=L*88ZB^~RC_D(MquT5Eln)bVk^_2A#;QqGf|j0r%+?6cV*-dH3L4(W+}nG3qD;Oa$lTnW zq&hP@4AF|XLh=Va=OZBo*0I6fX(5QKOavlvh0UMC7FNj#x(DtNDk@uV6w(|KQn+XK zP$`!f5W+HtjD^wyYiR}50RsawzXzcSO-O*}Q| zxz*c)`~*uBP8O=6y=L#h-37CMegmlq@~adA04*m|U?<)lG8J4W%P%=Mg(mwt*XVvC^_4U5gz+p~doojwc?(O=HSbXytu>l7waClF{f~;YO=ox%z-WZ)YAxh<) zKB$H>dSzv;)(>ZD4)7!B08tmRVnc*egSn@m@H+vDS>6&D`|tr5CwnD!H*Xxj?kD(d z)0xyjP{wwsT=?gDYy5Ft5C9YL@9oz&b~gxa_YcM1uhUAn_x97T{dbM$D|A$Y46NYg zmd%>(mo<3DBuEdi%6VZWS#7_@*8Z`B57Q-3ZBSi&A%pFRzrelM z5&Pyl0%))L*DBB-VGFqQI^JL)9JaobDZ|gV_>e6gAD@C2U!=RQM?VMgPr+^>upR51934URy1s5+jz*sK z%}siek;?_0{y?%rYj;L&0yv*N$+ip(jNxC62zoqU!@x_mBnX5j82yYoCP}hLp6kg^ zoN2Ayj=XOc{au6%&v{J6bx;?(eLc8R|CtWZCRDhxSIqP{MAKW$Q6214yrmsJzDC9` zh8VeF(X$5zE4aGU8Qfw8Pw-B+){9SRnu-J6Rx3btH!6q>|ID>zV<%^Bo}MT`s;uC0 z-IANR4s;;?abbif&uw?@yKR0~$`M))n}Z3|&~5;FVmrK?Cb*b*_}G?xLYCXbC*w2x zWEf2p&U4znzC)gx9y+cVyac&lOH2M>wEud0ySR?V&1*`rnJYC7u(WrhWK=LtwsF& zH^8MlII}RxmA3Y1Gv=Y`{q|EO9YXgR^10rZ5*${ormNo!pOao^f<1T^6KkXUPZvO0 z`uAg$lR$j}+ATAacAV}rw#=cm^LH*Dk(-uEn}2vc2$RfhTxnL9>Srp6*6Uw|4#tJ= zmdYzaa_iToG$!i2_~I{Q!5H&{Lig@a8))BN>QYcRwA$%@jXG$00=dma z(1TaA7Gb){q|;~C%@9+vgWxKD@V40}4(A1{J&DI7SRIs=2a-OWsZaMkqkVeSubHK# zsGdm_wav^n;h%$Mh?*~v4sVe2bZgNIQH?(~vghT4OujoyZv@|gQJ>dxzDQ){fdydT zCzj-t2$>OsTub`gUjO)wNKjI)1%&mKr?1;+-zBi1;0b1KEji1goz4w?KAx+Eb#^^@ z)yzikLY7DwV;iY^=ru)6)r)Eg-Fw>7WqHl+yPNtp-(7oyHA<-XWAu*Q064s668n0I*FtbKkj$ zmac}gKl~Wv2aB{2h(?D%5m@%n`!p`KOpH)8@CMb4wanv!TT<=@DgMZm3Jw1%{Tbc| z?Rcnd9KvvP*A_!NxP0gOoyX21(dA&0aE4Ta0}5r&Fw-MI5bD5rxqVC93qPrw2 z>5b0%%~hH|cAm}FUZgOcw_fb=v=_%iyP@6KqVpmTgeu*V+`p^kBG6GN z2*d2Ctl4MMZGZJut|y(vCe5#t#k1X0>X(>3_+WQ^KXL(|m9x^814x3)qu6K>N&-hX z2o5wtASZPvt44ky%U95Dd4ez}OoE(g=KW=?+|iO>D;qMMcydpOA1Qjiz`7A3x}z7J z!9lE&J$%`Qp=K?C4Ze&-hb(BZJIpf7F8E07Nm7FnJcbWz*;KLvMckE6ae zBq~e!2tJ2|FJuZMV03kxN*Wm%+_>?fd(3=ylI60G8%j1BgBP(L?E?<8^Uu8GJcbc& znahNS*C9cTkeM#{&6qj!P|J-js^9k0A$Q+L`1HZMXCcJb^UX1#y(3U39T1}aa0!!L)9BX#!r;c^%U0fnEpz|=xZKX zm2q5Vyqb;8&r~6nGh+<>vvvW`!FD7GRdzo+Z%H$LBfpOsO4&5^A4*GhCv<=lG5wt( z{)p|*Gm@i{{b3i73_H$Ncy{A^+7ZS%eVU#vV3yH>6%@?l&v5mi;hp`ifmad`w(Z+;R=25+ zUdau=r374?F zN4V=O?RyqJYOuf{$qv(@pg#S;@IcZ9re%HzGvZ%RRf2hqO6%{jPS_mH=ywdXafu?` zGFr8CRjY(ZKkYR8HKl||^GSx_R$2sC4(>LsmppKE4^JX*4sUmbRfi*_MY3nUxM)RR z7LZ#yVEEXAK79M;G~#}t7hK(srWyFk;8K+mNU4R8U>VGVnqe|_^K+5NE?a&RQ2IMj zH)oA`ygqYa@C+X^aQ2fv2127pt{fxS=dceZ-)ag>UZLU!5gTm|+7x+?zNd$~W=0}-vV|bfjapi}GRA>jm)%@W? zE^~D*N)w{6{LO$XoI*i2DhjbH03{#%FTG(k#6m_3E5{CPCzblwBxm33*%<2UC}RkE zhuaUkovV}7h|q$S1#X{cm+l}^aS}gzZ>Q$Jyiy89P^w+9Bw35Q2kYsw2l3j}UaiqM zuiee3r0|1(`z2zKhDq}#Wb!!vB_Cj!HL~3tVlRm;m=OOw^!AkW3xY7Z+F%)@Vjfq~V?o4s(dmb|KDY-!mnThJ|#?TFRFX*}I5OCW-q^e$c}^yc9!U1q86 z@{cqFB{KajOSn)#-%#|(4J^Qq`B#`T+iOf?$g4Zbl->juvHM0=htQvtGP0jDKkchR z*r}#xP9v(1;Fb#-9Be)kn;x`Q0!#KkygDAW&rwYcs-okkQZ=U>^Ic3lQWa{qc+ zfv;HV5Jj(^UlqeKph zDQdy!E$MJd;a1-{9)psnZ)o64 z?Xme-PWEYzb+C{n!~G|C(sl3o!1Lf>X6GHHwO>vGJ$5Dn$m0yupA+dm{PDi<12lZ| zSn;g#&eN{(fLvUJa#NA2>ICg{Yb8$NdW5;{wsdS$Pn-s2J1>61pu|Qo%p!jv+Y^&) zWB$&Ic4(M_ri&}G$y)MXfVIHh>|G*R#~;L>ImfFQEOyf>3k9E#Weh{jLx*c5MzOha zIGJ^H)d}_6_CL|}qbSEa^UtkIDiSZFkon@+9OVr^AndoZ0a4@_xY?DRVD$d??cT=X zg|egB0iCm_%#NZo^_Sh^vXZFrn)adU6$=)H_NJo)ylzi!xNF-QDoHHneE7WN%HaG? zaZ1G`h7sG1B#eH|o@GF0iTd;})?J>$5_0)GBvRbgZ#3F;zjfGF z23$3crH#2Rb?jdDD}{cU~arg2BHjQv2S4q#yW-LO=iFQuZWUEdp|xX16EY?&Lw z@_n;aJ4#kQ0dt85+~kQSjrb4)J>Qv8m zV8Q;YPbtLqgmlblj!}=VLe<~HmcBm_Htsd|=#3&x)ttqVTatPYp=s&~o@Yvf)Sk(_ zjJ4<+o8)9w)wPEpbLX7bkfby&sx>_>20#OCBD1Nwc`pNRVa#AWk{{17yJD;98cWY#egCNSMN3M7~ zRAvfKMPA}9f5smyA)c=!#;5qIi$Ii@ehMfxh^4NX<*M}d^1o(xRiwO6Ee$EE7{Pg= zwCYU`g`07!HbWO$nq;+(Q~_4-)AM|rmCma@q@$(#0~tmFqeex#d{7so3j=4GUt6a8 zGN6ZXbwx>|OnHIm5>cPSNLSE-OfmnYUbD+97}yThH@%Rv{pbfW&hFaK&Z$h!NK`zh zqI4%)^qq9Sc(B%kzMi`t^*i+b{`YlDSX;{Fjv24_DjAIr>xw&7JD~YyA+}p0DhnSO z4tH9qwJl&8UVtql9pSf(9>4UN*m}Iok0Zvumn}q;U6$^u#gD{0iUX=CPA_No8fzC!G69Rrg>A_F^{tht5LA6o;d=?`)XRP6 z(zNO)k};Zzwm%t0TKC(M??{`)^iuY8FI$H``)nSnGrosOMF3|APK-XAYyTy7!uegH znrxX_qH!zW@umzsxdgcthQ#Fu$f9;|Oz5z^B?(_jaQ1XU! z+Kf#s|B+Xl0O;qvS(*0uOk}XY!(U2P-=?DP}7ysHelGL zmABXFHRS6%6fDDoX@>uX5%1J^cH0o6Q--F{)|sDUF)7{_aEWg&HLqJprQF@JSZML! z7QK;>1dK!+!KlQc;BZ3l#yE7aPL5DY2~?LziG@B-J~qu3>$NUo8=FH<8LM0$W%hdg zS%C2Q7PgrCzgrS zFYQJ<*V%np`32)b(=KdaM|4B*$_xv9d`xJ114eWfAUhB6N38!Gy0_X*CTY1~q82OD z$;&EAQnGUOxv!Q>jicp#^RLY#tkd&cMRv2qrp;r9y<3#krycD(m0RO(| z%0E>74ZBOxJmzY?V(Im>MrBOX$Nup59Z)06G@!vE(%AX|S9J@WoH!7sIC@~3;{ESy zXfIiD%ZuY)w6#_YZOy*06$4Ri`V@FpZeY;^sAw)^#o-GRPW-fieEsBq2uM&*!3k#@ z+6#j8W>|&K;Rl(s(W)!N(_AfLYO(Yxo$pL#TgjYM!oQnwt8nbAh=EjXhR;8i12nzg z%?AE@iZ;Ly&3hc6NZb&+GHphvp3(md*s%~2RtsKDu*Yu*-@#v5`@{$@#0hFa>F!9i zwSueNY>-?IA|y+El8+d_u9!FDPE@TEAm5Xj>xx<7Ur_Au%|^Sv*=C&`)`Jtec`i*=O2DVd#FzHmzfHD^rg0-}&OaIg^$ABN#JMJynXiqr zsg^+}960rjcmT7lvUHT4Wn>}O6l@E#s`n7XbwS;^#;>8>_}`~8jX-S;P9bR$Vhy6& zaq-ExkZc>5prkhqzo7zoaEB)!{L(#i&ARlqkAlZ^kaxdzL--;2Vml64B*8#U%lD(i(hxH9{FRf@6oHxL_$e zE8_?OJ(Te;SOzV+#NjkMH>-KURM+pXB$>bY-5b{LcftuBYJekRV(SHSe;p@*{gof( zGqc7#mm`z#d69mUhd!>n(k#3sG>grN;9iH5!qX>}-`rFE@_N61fBiIpPr8gl4B75y z+R5rU)pLHgxdB})pH#d|e7^KX@NvZ}jo0Erd?rV2%mLBvEUK^wbtsy!rWWaFoR13& z)Fw+)CMA-zl>=n5PJXAUwVFzsDKM;9pmpBrM$a=?HLq#(UfJT}t+EB7^6WvfV-m5n zcsbqdrhgDuDZcIt{?HuaneBrRXefm4@5yJaG+AT6Jce6ghhB_boco8>&YqS5G08Q} z6W*P(wiaYPP*39?uUCKw7`~sIw6awNO6G`qgXdQ#?f|4hjw9jAX8MiqiQ;{dYYo?M1 zrl}&ibjNv-N@o*i*sv=a2yx!-Bt-l&mr~pAMF1KKBT1bSN3N&44z}v}A*K|_v;n4S zeI$mP`W)KzoRwGV%JR;y9z_{Lcqb8y8}g+$i_DsVyyxUv2oLDWrlxo73b9y^8+VX@ zjFh@w0al%CZTI~EG!cme=Hpp0pulL7Lvw(!tj;#!^t?z=LNfgMGQG1(s3h^zE5XZn z6Y$-NW*gt#oSrFED{MuN`a*B?UT*Zv`Cjc+p5IDa6dBFoK*L7w&2z$=BBh+IM3xw0 z;q{Cz_@R*&DMdIyOvUFtZ=If2i}P4aW@M@KS-x97M4yLzXSoxqxK2K__$+UE7p@03<1mZD=~dMHLzC> z@I%CDarG`SyR&Wd5F`-w;jM9HQxG6Q84u0_!md1mq{cI$4Xoa?DdV^Ax|_rdOD?p! zrP8>wRISJx%^C1y)C{1mO}zceifoc5 zXHmwA4eh#aE1@BZ&gN~iuhe4feI1?$P{IOUHen@`OmN3`ClOg-zYCD-(ZTal^De?Q zzI8NI|3dt=jxgP~iL{S{4JZgD-|iYV3rwsUb8&mbYG huJMQp-IF9w3`lNGZ}-2 z2*|1`|L|31YIb*%WD3+yCDPNSG-X{3>lsiiG#ID@F;-3s3sn+!$sk!)Mi*K=<=G|N z{Oz9#uZ1>=*R{4hNRz8Gf0vY(Gp}_pg_}?$^XyEC1hklsdQekC5(drBT|L(0 zlk4vw-0QzD71(m1QwcfY1%y($*J4fFnmeR=-ZZ`>?SKab-yU#Xei9O=IhC7f+>RUMpos9E^zcn!Xi3w*IL}| z$=Av^hF(`*2Y?6^0aZdA11DZRW8w4c6)P8&(OrOTMQ7KdVF^c55*n0Ge`S6gBSph$ zm$34H9GgUfuhDXS^Pl=7b-_!qnT{rPTAG!Q@8}{do~cfeIeheZ;UeQOV*`U-g@^m% zxbf=ki&I=-qxZY}07 z^bw&qaI-D}!|k3Yw;M#%^*WeVax8CJ3t^Z*V}Ykg2?6IwDE3JIB7x)Y5&j_t@I;E9 z6-td7(5`qy&9BM60v$1pZ%lgDi3#R}nfu0ZO_T5a-re*sUd?|pB1s(~xu36#oo@u# z1M44q01xVpGmxPoeFVQQIXMhVSKChfa@!SC_ju`k7uROSU&@}n8o7B5-h9U4xACUv?BTW$PeLl$F!i@O>0p~lYG+fzT1Pof%>X>UX*~4^_AneIv zee2gI69cU@H{5%68)^!-0M*S2DOV2VxU1#p>sO^2AR<(f9F%uZf`h<_7(Gn$)I~t% zxE|~Uft{4Sh!X9a6#H30KS?Dh^+h)qcVf`mtP~R>znU6NeX2qt38ZW%eh&G9Y|(E= zz)&4SVp6b|Id6)zWCY)o|9h=264}R50@VNw5-x7@AW&t6vp93Gwhe%iPLx6n9v+Ao|$2> z>%XK}Xb1aol>Azdr4^1AU6oZeT}&dxzNUWolXbs^dgG9JMF%+Q3shquf>MCH48Vh4 z$aN6v6qHpAkN#<#f8ewlUT#-QL7uFgxB3Sm_;jJJ+zAVzvU=+>%Mo91Q8?|N(;L&Y zAFB_}gC1jeWDJy9u29Uryw7y7^v!RWs9jfjFXQ4qFp5LM}7o9j5 z9bG}(W^C58S>oNb_1rmRbs;#nEPx++PI2MzP@>SIPz3&eRVi#OTcX(5S+|8lJlXZBbv(SL;2a-|SQeD9crev3RWRJK=497@89TV4MQ7c3;q!8efh9SvLyMsnB#BJc0 zs)<@u#-JVy3+2NS^Cp^HV$Ep2;R$12rI}X&F9(P8zKvMo^)HD999AFbNozL*9WLTd zQSM6q#7j7SEem4;GC)fCw%!`l|KkCgfZ#2AHJGDG8S-I*4+XJ$6BG;w9^O5|w}pq( zVSy3F7m*{jYx3v=8@qOj%ML?U9WSzR*j>%O`xpk<^wpuUdDVorEl~wOo&S8;_pWvde?23;TTY9cZ0>F)5licJ`5=?`vhsE`vHl>Zj}VBk%;B+v}&F z{n$YhkVBW10k}lXU+)&|MTGk?L)pUfO9c zV$L=@I69&a&{J@v%m0{*-4j| z$``nvp`hje<1FR)w^?OpWJ%1&2g|7BXlLSLZ0bl%ZEx~R)l`$7nSqUoftig4mQmEv z)X>@P-o2)qp3Q&ignlCl|klrkMJ9`?JN~Bn^HO@uC znouPlj7eiPlOW?p_g5mVB}Ey9>I<755D6xQO;VCEPYPv1may^%Ew>j$|30lAgi@4d z&p0n4j@V4kAr%Q@Ob25>IFAh^6o3G@Uo+XYsBuI3=VB(}=-Ti+dEikAV0of8kIvK$ zdBXJ0M$$xvB7vethLMAOhIG;WB@vNI<`mJ+za4SY@eD;Hy3jae<_YJUCB#WF7k9;? z)-e00a;`?k?2yu8%}&_X5+n!nCox?pNP8T*sHW=6G?SZuLR!0T%ew+8#lHs&S`e8G zQ14{1wRaj`2PtwMYh=R?xPmFaUTLocd$V_6oJgp6{1;mSiNi6Kzt)59H6Dfe%R2qXsrnh22fSGkjyryIhU zN6^OGo2GG{(FP2DIiLgnrQe!QvaQz0eX|?ol)JVz--5D)+NU7`PM|;M7KnR}+vM?g zMW~p^o(^r|A%-aBzMAaVBNR|Ex2R6GIH%)Gyoq|hXNColbb2UG^eH$qM~GjigIIx6 z?Sjley%{wzqab#LN)ufeVA&h|@zcw7KziF5=i(rhKnxca!{7q`kOahVz@m0(MXq4i zMh@(Ngv-VT_ksN5ry1eagj$<~)tX!VBpv1R5%x5yMS=T)>1~R-{0$HOeqotehMI=t zh`8Ef`JYY9eAza39=_#|VNA3iXgqNx8HP&*jbWp^2rV)Sjih-oHZ4n(4`>%I?>)3M zL_oax>_4cvfOsfiOfc0Dz+MYwFWi&uXgD6gU5h6C6r=v*5fSPu#A#PA#`Vc5f2PcU z2@Z^abO0QV&J;93Q{r=al_P-5_#3+HexHPvVAK+h7;M;L6^aDnQA?kgrC$*a=pU7FnQp6%Y~J z5e9WVu9DvaDme3`H-)#|+1{vMt%wd3o|*{kYSzw{hyTRz6og0O{a90eC|>P(q?&=p zh-|Wk3jKB*yYZ1Y?J>#*=guN8r*o#)ApLEU%lkhHyVIZ~5GVk^nqrBY=2f}1iQAH` zu_}jxk`a=o30+38FVT|3*bNj+f#a%MKD0~(e$)o--b%8lkNhYb z%RdBX5UDf6VVm^a>U+NQGBjIY*!?;m?v%iB~ zu0Zwhm946Rx~I95!9`1KMVQBbqz1`zH5-Qoj1c1iJW2^m3LmUvi)||=@V7c@Z;dFi zNq&Jxf6YOjN-6o!nKtp-7$LSbn!cJIcvG;bi-4Aq8Jdc=k;(j#&&t4t6|xv=!nLA+ zQ%k$61z8ILinSW1LkuynDe5Z0e=hGg<_UWqF=XIt{Q+u0bc^#?&r1wU!?q0*q0#p6 zme!z(9U1un-cQ*jj`MZ-PyHbX?7L_6)crbgNt^OHm8fma?s6Q#?^P^KPqzx@p=te8 z?r9g}dwL2=K9eAedqLA&=Ju~G-AahplDH?Y#+9^9%%~!ZSmX09ip@#`k?hqynKp7q zygOKp6&*F+*TbxvGHK8caeK0*7f@P!*UZT=d_}2>-AAFWxwBx!bGSi&-D~YybftcU zy=kD?Ci25a8z;Y#d_#*GgI$S=8&$%eJNquYj}2+P7*|r26yz!djUf3<@u8qsg%1Nq zG*ms#TR_n;ujy?!;5l7jvo3(L0DQn)KQn$dY_MZ}_h6LTatI_RVVQROK9r@0lsK1wixH%ZOz)uW}5K3CN^iH~d(9`%ZaE zC*Dd&K<7zkc8TpY%9Ys+`Ih^5R*^r`DbZNkoC!Hn_cEQfjSN0Ud{<1|GJZGnaI@qC zaxQn#ej7*M2VEsZN`vihPLlH4ICF8!Pn#7OS#`@VDB{Y>>C_i4z81RvT=&%XER`;S z-VpQ5fVnkSuiL~eU(!@OW1XQ}TPrGDH*;{QZ7Q@0qc^x(+8jI5spv34+eEnA3?zOTYBFt(bfu=1n=?pV;JxC?|=;qJA9Dq0N2i^}R93+TbSi#cRK_fxCc_QM!g&O4*qde6yw10Z>%*dvpNHz?Efan|9dB z7g4@Br^OtEdtnX<4_U$N)w5PwB7d^E+IuG&Q8m1YgW+2O#Uw>ne-##`cILyDj-nhV zjbVr?R9;wIJL`jX z`}Mm+Xr5MdAJqXl+zAeb*a%c8 z(8)h8l?+0lfKI_65)=djL6>s}j~{1%5H8E^ItX;~rBRN95Z`q4E!YJjZHIb!!f`NX z91Q1;!y#OqJze0gP&gLniNeC%;BN38p#Lvf?qc#Uqo6Pp=pRN|xA<8+jacI~D8~Fa zWNu-Y-SZlOJ9hokpP)e32&xC3m}8xgI@SHiBNn~@;20KGd9Pbu!8IZ;6YS$J16b0a zDlHQT2G-PJ&pJlU=0$LK7%gAqUij)m9wI!Dq)FY=g_hk9ke$=xtw|0-e-DSr@6a9_ xIveUR(7Dy0f%atDkwnI_BICbJY+0PZL`Ec?kwPa^fG%)25(NZ t] \leq \V[X_N] / t^2$ greift für $t\geq \sqrt{\V X_N}$ + +Ab der Wurzelvarianz grenze klingt die sehr schnell Verteilung ab. + +Beweis der Tsch Ungl. +$\V[X] = \E(X-\E X)^2 = \int_\R (x-\E X)^2 dP(x)$ +Integral in zwei Integrale zerlegen + +$= \int_{x: |x-\E X| \leq t} + \int_{x: |x-\E X| > t} \geq \int_{x: |x-\E X| > t} (x- \E X)^2 dP(x) \leq t^2 \int 1 dP(x) = t^2\P[X-\E X \> t$ + +Abklingintervall ist im Vergleich zum Erwartungswert sehr klein. + +Satz. Wenn $\V X_N / (\E X)^2 \rightarrow 0$, dann konvergiert $X_N / (\E X_N) \rightarrow^P 1$ Das heißt $X_N$ beim Erwartungswert konzentriert. Konvergenz in Wahrscheinlichkeiten! + +$lim_{N\to\infty} \P [X_N/\E X_N -1 \geq \epsilon] = 0$ + +Nur dann ist der Erwartungswert aussagekräftig und sagt wirklich was über die Verteilung aus. + +$\V X = \E[X^2] - (\E X) ^2$ + +Ist auch wirklich oftmals konzentriert. + +Im folgenden interessieren wir uns hauptsächlich für die Konzentration von Zufallsvariablen, mittels der Varianz. + +Im Folgenden wollen wir Quicksort noch verbessern. + +Bei einem Pivot kann die Verteilung sehr ungleichmäßig sein. Für Median of three ist die Verteilung besser. Median von drei Pivot elementen. + +Median-of-3-Quicksort + +Wir ignorieren zunächst den Aufwand zur Medianbestimmung. Interessanter ist die $I_N$ aufteilung. + +$X_N = N-1 + X_{I-1}^{(1)} + X_{N-I}^{(2)}$ +$I$ ist diesmal der Median of 3, $\P[I_n = k] = (k-1)(N-k) / \binom{N}{3}$ + +$F_N(z) = z^{N-1} / \binom{N}{3} \sum (k-1)(N-k) F_{k-1}(z)F_{N-k}(z)$ + +Durch ableiten bekommen wir wieder: + +$C_N = F_N'(1) = N-1+ 2/\binom{}{} \sum (k-1)(N-k) C_k$ + +Satz. Median ... QS + +$\E X_N = 12/7 NlogN + O(N)$ ... $12/7 log2 = 1.118$ +$\V X_N \approx c N $ + +für größere Median of ... wird die Konstante noch besser und geht gegen 1. Nur konvergiert die Folge ab 3 nur sehr langsam und es lohnt sich nicht größere zu wählen. + +Rekursion +$N(N-1)(N-2)C_N ) $ +Mit Erzeugenden Funktionen, einer Potenzreihe $C(X) = \sum_{N\geq0} C_NX^N$. Ist DGL und man braucht strategien zum Lösen! + + \end{document} -- 2.47.3