From 22c35c24c74eba489f52a36a7e311a47e9047be1 Mon Sep 17 00:00:00 2001 From: NotXia <35894453+NotXia@users.noreply.github.com> Date: Sat, 6 Apr 2024 13:29:25 +0200 Subject: [PATCH] Add IPCV local features --- .../module1/img/_DoG_extrema.pdf | Bin 0 -> 24164 bytes .../module1/img/_DoG_octave.pdf | Bin 0 -> 153800 bytes .../module1/img/_canonical_histogram.pdf | Bin 0 -> 25408 bytes .../module1/img/_nn_matching_example1.pdf | Bin 0 -> 7564 bytes .../module1/img/_nn_matching_example2.pdf | Bin 0 -> 6958 bytes .../module1/img/_sift_interpolation.pdf | Bin 0 -> 14369 bytes .../module1/img/sift.png | Bin 0 -> 146810 bytes .../module1/sections/_edge_detection.tex | 4 +- .../module1/sections/_local_features.tex | 264 ++++++++++++++++-- utils/cropped_pdfs.sh | 2 +- 10 files changed, 246 insertions(+), 24 deletions(-) create mode 100644 src/image-processing-and-computer-vision/module1/img/_DoG_extrema.pdf create mode 100644 src/image-processing-and-computer-vision/module1/img/_DoG_octave.pdf create mode 100644 src/image-processing-and-computer-vision/module1/img/_canonical_histogram.pdf create mode 100644 src/image-processing-and-computer-vision/module1/img/_nn_matching_example1.pdf create mode 100644 src/image-processing-and-computer-vision/module1/img/_nn_matching_example2.pdf create mode 100644 src/image-processing-and-computer-vision/module1/img/_sift_interpolation.pdf create mode 100644 src/image-processing-and-computer-vision/module1/img/sift.png diff --git a/src/image-processing-and-computer-vision/module1/img/_DoG_extrema.pdf b/src/image-processing-and-computer-vision/module1/img/_DoG_extrema.pdf new file mode 100644 index 0000000000000000000000000000000000000000..2e4b8fbafcf56a8db205408ded31614e4cf93b9f GIT binary patch literal 24164 zcmb@t1ymi&)-8;OAi*uTyTitv;4Zeidh*r0Y!mEw#GnyemF-b2cUs9oLdI13eyy;3KN(R zRc6L$A)&Ex!Dbv%UL?j$cq>FJSo$6;3ed**&$B__p0Dsc@AJQ`0JuMou>XB+6?Z!z zqk@4ckWm(BY;N!zpB59So0$#3z{*O*%)-II&ZYy$sATH|iid~^bgl!?#)*jaIaoMG zaR*yxJ0i9}8cIM%TW1F&pd)Ba3J$hL%0MSAMi6G8;cwiW#Fc-}!1CwG>hgvbKqDt2 zmgitVGl|)PW@ULsMF|eHU`7#88+0K@qF;yp4F37be*j0s_#8da&+r|I7^TgP9f`Ey z{+LgP2sDE;XiDbi+5Q~L{A=i+BSj3H46JNT|C-{@Macr442(fNM65rzN-V5!KgTQmjrGrc{ngI`$HD>% z^!NVf_MiQKaQ=77gRc2Z%s)x;45Ojb^8qni2kU39I9UJOdS*CASpz2ra}a5t0R_?a z`8SAf!XP4R(X+6!urjc*z|pgFa)7=t!?AL30T|dh;aHeJ^k(M*o%kOK{LDuXkCixy zo)K1p18oyC3rG*Y8tg>Oe^BkYhl>dG^9ObL`Tr6$CmS1ppZ}M1*D|H6fy0V{@3wwm zc$y)7i#Z;eLlqV_^plrFK!$W;*3Pvd^ZeW;??uaU?S4^s_xetwZca6|adI6eH5P@I z9$G6J%+WH2&e&(;0{FL(Pni z4Wkm`>B&nYoSp8W z*|4}GCKP*6C#Uep&(Hk`xVmP!RKXe8BTfxT4HkRtp-KfP%MHG}(?>jwvpS$Ci3~Q7 z#nq!#jmHaS;Ps$Ke48tAjAC&t9iWG{SN ziP!aXPiV2fvF<*7X>dB~=6YI9sQK_c81v~acc9D1`0r-yK-W5>Pm248_M1;g^pBVD z(l%HAi6f3Rz4Oh+P5U$&d=#Qw7HlXoGXSgGxF4zMfa*pq4p}$ved-$?7~!No{=6P7 zo^h`TW^8a->a*{oY^vDwvuI_*EcM=Nk5)fe6bsE~GY{q)WQPu30JNAh@MnXtEqM-V zIUVY+rp^}cX)LZS(6X)P#@{X%aRJ_bl96Mh9|7bxEnnRXtSbo5^LFGd&g(J^Owh;{80W#NrI44RC_%-K+Be7y26y{aK+rl$FB%m>Kt3F4B;V2NKY z5hh&n(U@n54E#hsEh#0wg=_DHTtbx`8YR$zS?WgnV8B^wt;oG}Y&kz@ zd`#R-youeE{18it&T~j68MED(t_Rc~tWIP=lXoy-%;92Nt3cglQ8$+t9#pElL z0n1lRtr&-0%iw&L-vYqolrFx%4c6QfFrb*=2K7-eJ^QeJ1db ze}%U!vM|WMX)xnPv^G$3SFVE6DA%F3+LCbTVu`WF2j3{;)*;r1wX+`5*|sBd_jF0S zlR+h5Z7>o8XKR@)%E|>FpM%&+p1rX){LGWe3P*asa>!VKr(&2PzC1&T>0YR_G1bbm zurswW%L{ch#WL2_%w%0%*K#3P2Z+yUzTA}dx^8Jp{G~1yTzOMki;ipUu2iEeQ*P5G zQe|_82*tc?#j0DKwR)SD#IF0LiqpXIY$ng3WEJ1qvUG45Za%to;bFSY1mT|5La!J* zyb<oUFxS>dGT;-ujRhOg?fnl%t&Bck<7af%}?`$lQ9@Dl#}27QCW!eyD> z8N*HTvZm3?CXQfa^LTZeA>KC4wLf%p(c6cTcH-B_3L^Jwn73|GLnQ92H+_YK%ZpPI zapzIwYS_J#K0Ej5JP0@F9F*i@uyvKb_{7T8oRfKoH6E^Gbw4B5X~rzhTj)X4tA!g) ztuD9%hK8H%@&)Td{P_D(L6jQ`6C|WwL2Cs^h_+=-h!w#mq}`=>Yv*7X1HG~zZkXH7 z22NLPI5aCU!=mL)hqvr}CXP`kYZ-$oP!#XCUw2O=OpKeDfg@ECL=YWL;EugJF|Jv| zx3NY;M3`##=;rsTHyQhq02KkpDB%gay!r7Yx}6d?te^PUUSRaJY%1^N#fT~#efnVo z5JwX#lI^t<>?=J#mDsL+vgke+G15JMT5o~a9g=R;yUwMpI4A^hrx2BH(`9cDlFj2b zOw1O5W~`wz@B568On$7^T@Zsz%DmuYja#(bZb{p!;EIX#P<(kICiw5jrqy`Bry=4~ z)~YtgNc5a+!?yJc79%N^CMd_UNN`O?S8H!O0>|&{cxEtOjTKP_4YQf>CN`m&Ah^ec zz_Tdm^UV7})nT|;nQkKpDG_Izav9&q&ieBN7{`Yao4=>mse8v)q<<4*1rK(SL&5n9p-oTrNcfn*Vc()A|vrVuoc+;y4GOT!tU~U=mn@zEZ zmOR#$WPu6}z$O?oU0hUI$N||Tuh&T|SS<~;r_`)*%3tHDLfvuxWTvb#k|fik;$@{&F-6;_--C} zmxj+~I{T3kXwu^B5yNa~Zt1Vo6BNe3ZSf`2)K;048^1Oz--*5MA5@o5GCZAQ8`EBl zX(HRbXJbG}s4PRS5tx@%L%{e-Z3qh_f`Lgcb}=m7((_nQmJL8Mc^F$iL3X4-L9Ej! zb%Q-N&E<#Vd{Es)3dIiQpP-{8XO)p}$W#yE^xl1XNnRtr84ovTO~ar%2xIrcNk{4= zxzd~Pxa!A>tFGgZkKgnN)i(M)Y%i-_%Qp%qk1HQ9Maq4DOnuW6Xt?`?1Zt9&`+948 z%U^hzUV>`%kMinAbBL>NjA$oo^Nho4xbRnp;p43&P#$<(>4Mlg_2dES<**X7WN1P* zy%Bn+1fm4}RKt--UnO@lWelp}R{5TUZt@83XFU=<@(=BmKAwGF5Zltle=#s0z(EGq zkW`vWG7fb%hZSz5#v&+=FVoV&7*8oQ?7zE!u4!6Fg51M&Y?lp7Cp6hkK!rMioRIEeTs~J-Bb|kb3OCl|b-4MkyA& zXUIWWZo=xRl4=*-uJIxiCI%#jq~9W=^aAA0af;jAbROe=q&$jGTuN)&nnASMm8j8V zT6Xg==DHcwnlp6q71HkeaY2<_E2qfA^<>=|pEzx_{14bSFZ*$Lm4hM*G}Xl;62gH_ejfHsWg@;EiDm}YuO zzLF&qQAE?{3|)*()3Xv$Y=9ffG8LZn82g}Yiw6f#`MrUofTzN>+*qWu_RBC&OX?Hb zq#h?B-SP7qBacnVnWU-prl|dtG^r74EnDpBCj9y@?-)vgTgL&?6duVNCwqwSRYfF@ zp0$nn3vrXN*oBcWpIt-w+LXNPk7+w4CZ`^a9vA$wq1|+HBCH6_ja^&%w0)8gBM-bP zn;cwv5RECa4lG99Qpd?zKk&>oOd$$XSLCA_tZTL@1A|K%PUxEko1`OPGOE|A)R%bE zoeZv3y2DVnBu`GOg+Ww zJGRVrNH13ll5(u!Q3xLGc<~7o&_F$UHGIX&Xt#;#R`C*>VP9JO zR6h~M2v0>MJ8}vue%+!s(6GW(AzKlNnrV4At~^rgc7!QikmPWTQEZ$ha7yGc)K*Ei zw6%P-KP3pInjiA6y)lG2+Juv^njd+}5{qajKEBkmDNF>9F zy5PP;T3kBD5T$F#p3L486=RAqmyiA%N)#KrU1p#5L;WztD+z6kl;Du*(nqHeAP#qL zTm*8<;N1rq zJX0j;&wACLL~1@yS@!j%G7MKtVNoVnfCZk|r&0d3KBRXp1a|6B4aQ!Rs2>M8WjA!uQ!&}*84&t zLT|%NWxE8`$i0S>NxdSLXrqF}=9UNTE-Y%4Flp%KBLEvwN}v`-C+^T9I!aRyg z=U#-#u^o1d@x%o=m(aLPPALXCuG+Iz^vNuf3Yo@ zk}MwdDqg>54_{IwJ_lhiGMCk=s~G!O;&pFl?Ha3-n;A+Xrlbf`;$8RDR;iEt)U*hn z0J2kx@lLBfTLW@9#|32N*A*VdHXmczYC?_K@8Sy=ce(5xK4ze%=Ir-iP%{?PeD2kp zMLM%Vru*VB)Q(f;|0Uj4L`x-VpdClptxSV%9g)v|)r|vkwL*{kG^lC2O!kAKJij{! z+X|;ShXr?-&WH51`cP26^^`4|ZIA`mehZ2%g}z-;yc=3B^o0kit<^0InltITnNS~Z zC`Z~zr#nZvbN-sTI5!su8^dQj&OI^fp0M#&MI^^MP7VvS6uODXMoD`-j)_Q*nW9y< z?_#ZrJbT+>txJ6A4n~JXDqr$eZ(yTvw<*LKjIHVPbx@4d5` z_6vFddoZdF+&vU)W0!jrYm2WJclKo4LSs8zhhEj}BN#Jt>`^HBS{?4Jnl-yJnsM$8 zda!MUJLa>K#W_qwrpcjbWu$j}Om`$@7i<`4Rn&U7vb$PR903ZGH7fzvvW&lpio+so z{c{4YZE?IqzRTrKxU!AQBq-i?tC2{KS^Mo(Uf!C>>NCEH)>_|ce(`iiqb68Ixrs4VIH}W$kak2a@_=6Uhu-tvaP9HwA!7DHWZ5jtI9TYW-rnm1Bkz7`Rioh zYDigKl)cW=TwDc3phe|oZ!;w}@G;y`1h=G~ii54A;sZ5@;p;^+jxRv~Fjr-p{?{K} z6VlgesX6K*VtBLZzVLk!d!!xXnTWh3GbQHQ6T|Gix&^K1FoH_a=B+2I%?^oTz(9-Q zO7Zebj|AzKwqFS}_4?hQ05A`$O>UjFzH8t@g` zt}*p)yio%`-D2BFZYUn%S|*(<9B(_)Tm%VcXS{(6f6H)L2Hu6Ywlx*-ZJ48IJVPb^ ze7Irh5O+2x3jmmg86pmvB3Yig>SzxIw40(?UzKDRwooqn_2LQI%q2u;G$K!?%5) z=@RVMBT6O5X(>JpKve&c1^_h@g&}GD?c#WyVi%2SxN*Ss>5B~G05gO$jR?;;L~oJC z1=%_w%Tr*wG3oSG6Foc)-RIc13!|z{Hww@u zvCp1e`ErjnAm$MIu8kT%pfDb9NZJG2kzq*Mnzrk!Xho*hrf3xtu5YGn6;nR^)hZ0p z{}#=WI9agZj1J15*rA*6vnynKG?Yqljv4dXX349Z5Y!q6i~RJkIB5>|Q^CF*ZojdN zf;ki8$@@8$PdN#X{qfu{qvI%V2S023$&I+2-B)A~jdCUM+bEi)BFC(%sOB)JSJJs- zMOqg&fq6KGhyoYhqgN+uG9Ag2e6;b2H0swxwDR zX9ezo=9QXT%|4P?N6N=mHn3C~&qnMVTxV!9B{7mlH$GlqCk-*?=EjG9@fgm&6;}93<0OQlQ{e7yaVGvL- z(SBkdl;Ltjy73GZ5Hw0FD4q^d2(Lngu8|j@oC60CDFm+;%}o+RGg!M3SQd+@*oKE# zYs4BedJS_jglP6EJdnRH>1$?@e6THhD<3SNSNZvuhpptTL? zMtm(~F$&MY+Jur-_1h#!;fCpGZS6~`5y6(AEk6?&h^2}{Oct@~`KX1wWDr(?#;zu+ zvsjk%Afj9vB9U9A93oqH=>PWIiRCrFils$;wJel=be!(p5266u{%XalX4f5(0l9hJ zHTO|n^hqlO{gd$ueO_k4W>;9W3~aEvhkJ7FPZm8SzTp8$vV^b^B<;E)Y| zO9jOej(tw#K4wC}t~gTXq(EJfAnv7Bl3EdH_n8A< ztl&pSo-;l1c$_oR?=hDd+TFgw$pVixDVlW+Q3-+6dn9U8`{~#yKn2D$NxUB(KxgAZ11KpG@QrGNC)*hx)43*JBJ)?qRdQItz^Qf^+6f}EI~r+uP79rr{@myuvl`P#4|LCm?IK+a##i!rOsuUhDv%t0Sh z|6tVA1$CyKzH31u`g`E0Tz9-(rv=&Gwo(c*+NmVydRXM7m^aQ+Ai^1Aa$qvrjBO1a z(YMgdc9B|M<~0Y^^Ic8C)g6sf>+}bxBFXQj~Y+|5qg;LTt42<>P=#@ zXjhHl#N1z`jQ|RqEbzWn4dY<@((Iflx@nh9IW~+4iJGWj zc;)n(!>)!xdY-TFXkOMDV_xh`?s`1&i+>*_zl+M!^0IMwv?(*D%#Xs*w?4?zAa+D1 zLY)AROco*;3S=Nd|FjgskG%dL#BC zGTAPMW|?`H#GZ)>*tENhG6z5p-m>}tC`Y(JA61|}%t@Px$F3{ZEB~2)8e7atpnT2~ zK949QYJP>GQ!!b=_N!5k+3W{Xp+vR~0Atb4xkiNWTPOLPMU-QJvJ;C31(v>M#06_s zh8oR-EJ!Bn;2r=bi2vCZ`GhX0Oi2$N(e0cTMHJ5Vn)V* z{?Hhf?~P);8NOSaRs#a8N+qR1Ui;PJk z+81#Z=lI!mT__KUSa*BIUQVYmCwG*n*ZUtkS3?wdzpZ@V$Ma+y_1h9FlM*Vk8;Sg= zA3B54jEfVF(fQ+JJOUiR$EJ29nrLCgb)XJ9Lu7}_-LZBB@fAE+I?XU*AIh|;pJB@V zTg=qJ8ns4FqPn2h3p-?mXO-i%a?`78LRQe9+-<)Mt1$z_DP>{q!&{4UwL*3??+~S! zMYNj=NW;i*+27%1)amgK=c+!aj=be3T3O+#LwUgJk}0|+XL$c{t+Zg?a>1CviNj#O zY~UJ4`w>;GE=iVweN-;%JFw(6VdC>J-Dny7t79@< zY$8GqDqw^2dKn$Wd?WxfJ>u1PJc7rKyKkR}HP^PD;*CY0bjAo6REB3(zKN?EIqQy& z$yG#&PU^pJu>sO7y`<3p1Dx0vs3gqB2~puFufb4FA} z<`r9DZ}tkhx5&r?!qz7DLd6+q$O3J8-z8va`#Gf@yxTuWr6hiP^281YNg;o>O^c1UL8dv}D<6Gr9+WAm|B(XrKrRg&dG6F(eH zlRz83BHMph*?O^TeSp`boN>4x!8X$dCs&+xxQ%B#Mb8KB-`o)gmj&k(tyFRHluVv_ z-~QBW4AQI1C9Ois_X&Uiuh8e6T%D>}GRY;850d`0lH4>r3Vu>Y1!p*Y;9cvJJu<*7 zWu2Xztv%0F8p`0X22(i6!PK~3ycxH_{y?L6{P>vsiu~RaIpX^0eH@dSY`Vb{TCZ&A zlg%eJGW4U<`#=v*ajM?O{o3JB%eD~sL#Iddq;Ljf`#mK5sh)0^$2>qj^XM%{+|lXo z1Fm@XNQ>hmvT}{^%5C$(r)jIbjWRV;+lek`0qA-!-|dlopSDL+YTj>Mm-E#^HEkk~ zl&v8*KaOBeC7kcwj^!?7z)WoV%XONY>>$kSSi)$Edkntb_(+=!b%VVyImM;f<+dE? z5gb{!E3|Hkd!_oFXyzn-j9Lt3#0dvoo@`A&*HWj&iStrbH|Hb1^Kr8iz6H}>?I~$l zyny5u$`ckjZP(l3_4U|@5P?z)Z`Nw=v50ovC?jKmzz)12Sfk9@rKtRJeJ=T-9t9#f zo1tmhXofeRvv03EM>? znp@!!)^SFGd~xFxHV{yrO(m@T!dl_{2Wu z%KU25Y3UOB*$7l1tZ;Va(cvmt9*mT3$U#I6SJrAyf1o{ z&-wIS&U@vg+Y0+iz445yb%Mml@#)K+>4N7&=RmrI!j$s~ zX@YYl8`*@aadvXez8I7_FMkL#7u+BI36Pb79qtcb#k1c6?hn5O$b|v-(}nT3 zz2wT|(Qt5Zz%i<6v1oC!vg&~RF8>nP zGXhHgQ((VY)qVvgB&sQ=AVjNTZVhyl1G*~NS{v9XD9ft+D@4qHxY~a1(H{_jB2cjv zmlTyXup|0qEBXUDcECRZ`~%^?>_5LD$MQFFtj{O?M=Q}^ZX9L+^KWJxooMD)y-Wyi zt}}W$U~?_!3+eC$VOs>hajFJ!E2h0#%_6fF>W!oKUXg!H`eBE&NFH%8?>c=IdDUFmmJe7|*-gRx;Kn5fS;dT6Y|-+XMhtKEx_DD0m#Fv#OrA&eSF)vNsT?jmU;w^=h=eRwGml@_r5cI~?6Rx)rlU(0FH`X4%u?m3w}#I)o)?@~X{@1mm* zp&rYKToRD#mkG>8kf)2>bmDkX(WIq&fnj!Q82lUffAdWKg8x5?;5X=h8peJX<^KwL z=AW*|{|xunKI9~E(}hOc)lq44UX&AIGkKjEIE zQGZd7zFFvNYI6aU?{bAIrqa}6>kpM*C|(~PYnI>_qARgWmEpq|rjHYsM6s{O!q~}% zdf5mxM6joyUwE?ysjDiad4p}mtB?H~=zrtcFX;bkV*CyMpO()5cldt}`;YKHr}KZ6 zqPmEPih>HQf~K0LgwU@{E$i-JZeUFRGd=!mYW!&!{5>==a|cH!5is%JrXBY2Z+yhN$BV^-f z{;U00f_;`aC`~?Z!t(-Ie=D>9nP;MiTHdbbxXX_})fDK@02XMkM3O%PWr{@k(IWe%40GgYc{n`8@ z#W_6>2HhNh%)jPFLN=yWAY(J=-T_pu-x6`M|51a0AdmCUg8GLw8MJyJD-p}jYW6oi zKihvU>Yw=hZCm}VZZV1cB~Ml^P!0R#4mC2?H!##UHb#d%vqL(!^Jz0}tgo&v&IOkk zI|#l&O0^+qC9I1O*h%sE$m)6yh7yj472xH{@qWkPY5n6G zM1++WyDS>M@>#qRpR&@q6pJ)X<~ck~ILj=n6gpcRI|c$h{kSuF1Ofsb2A-pGI7>X* zIl32`G>eiWnzUaAUf|}#&e&X>6f|ObL|hyMt@n?!Gl!1;Rl|;lJSQGm{J^uZIE28Q zxzBTXb#v&@%?}??p}YE5RiHz*FNqQyeQboxB`sq8ZGEIH6bT@anfzfX#Ke;32=ToH zCOGIG9*?QE2je%AvrQhEzrQH{8gaR1iIwcEHu6-Ze_#0{{kHjwtH<+__?lBnOXL3e*V|)VIa4}$>-|}WiQ=FZEfk6t# z1^kn@tiL7xe{S(#d-=Nrq(Kre0Q+|}dkug( ze%HXy<}VF^M*jy9fNcMNtKbip^G|{Pse+%kv%jg}w|w|di2er^u(7iJI~ANVCU=#C7H+Q2hw6aYF0Hznz#3pW-X==uLmO@+H`K^q}b|%4WFgsOc!k z1m85YO^m2HAiuKOd8VI>l~O)Fozq~U!92c8{Lwx!MTIZdQ|h|ns53O)E$@R_58SlR}L~((0e<1S63t|E44=^3>w{sSs&sR+kNwc^j3i5sC{in z;rzLsP1blHWd8>+Y3hRhf9mDAs{L=${Qt6E{>5}qvS$OZ6LB#AB04iGGcyz0uWS$M z`JL&2=RE$4>Hjg?1GqqM5STkUf^LO>)>zOZ9Sa-m8MRFFY$vQUAZEe#lr z7=esd)W2)tXBGcV3%{-ZziHuTq5V|~I9Ndsg8wW9@F8%~XLep75!eD1O$@_q6ntz9 z2_(e61hZ`;;S>?pjjbUHDEW%jx|}n)p4VvK?$cg)2W(y!K5Xp0WMX1vsakFt;_3n` z;o{2|6(ZG8?wOjIk$54RM#WjQLs>`zrG}YYu!~9SwoAT;g|UN0o>Wlum70okcZUk< zof8HvR3T2?fFuO?eDsy3|l+7o6Yx-N)S1Gv#H@3qH6+HiDweKYjA*V6~vdxQ3l;zysYY?ohI zo^k6fxFyzMT5Y}7na(6z@sV+q*ww}(-^lt}7Z;cIbz4V=o&Moqp@X+oFMIqCb=%s; z%Kg=uj>JBvk(JwC*CeE&V{g;-j-pP3cMlJa1FVLo?_H%I0ZKo{Z?w*vcWEP!EljV* zQ=4GTL`}B?pAbfIu^(9%IhefE_y<}}d#+27Qhdq08PN_ims#sQ8HVBuj?cOxeQ47j zOr9zqwJu8sT_bT{?2T!Yt9i4uGZgj|Yt6K*7|8Fr+C*h3=f%reeYkJ9x4t&qu0np* zNf?Q!=5x?F=5}*>y*f0e^(mx^u~WsTD1E#A^wKnY0~-Hfyh%jY)_bPxNEwgk6TXL! zq4=9Mh}MDRvt7|KmlxdXtNm{!ue~;1i;QngQ@_u)d2_Ay8bv+??9ofcZr|%R=Ny=- zaBU|Jjj8n$JVmgWY+I&W%~~xVFYa$#79FMzUU~1n7cfVIFRIChb?ko6HEGYco3w3c z6k4;ll~9hVAG5c`%@G^CXD@)n2zE~?3;)k#!TQ^u7XGQ0|F`1$*K2N|mv;VZas7`E zZNCaDJ?Jiyh@O=RKm>YE2=tl{6D!xhuddHMzbBnP+P|_6Xomk#Uw`&I|0(AAF7uBU z+kdUM=*I?G6pySMBuUgAL6E>1#)24@9}%6ZXvcd45xj;!1;dBRC%#vf zzsb4%y<`)`bPfm4Ydtl;;JDf)820)+>v;XR{VC(vQLVbMY(Z1C(PF-ASv6fSBIL7~ zAJkHNla&%>Ed-fv$O~BHxv3R1r*{hq_~WO0p|9*`6Np<5=PZ zyt&D9pKklQw#hG%ZO`E=r>-BIZlcVyCUf0`TRn|)7e`)GdO+X;wvTZYx{tWHAd|jt z(LcaModjtjQC8~;S%7knXBwUWb1fK=YS>ONRCk_EXL+L~>hn;+75JhY-7(R!oJZ<56b z!+eNH1M%1*F{fC*71Cdj-m#lp;@olEC3uf-=eP^IFE};sYhM6v0LkC<@4d_zg;#i( zr47P}I)W4_m@)EG26t-%t=Lz_kMvQlC_LlSTjOmv3E_1#vJWY-n1LGFIIXPwb|cXoahC0MZpaF zQ>DKYuqqPY4D6~^Sybp=sP(zxr|U{2#54-jF*7VH!KmzIbP3`6>>HAt7&!v|g?`pb zIe6c%(C8+(uUa%cpQ9TqVyuQXI;z6S9Qfp^#|@(1ou)DS&<2ov~Gyid$L~a8&M6x z**n#zNCTqN|O4Q5n$RefbHSB1aXmD3{-R~aU_MShUAHSNl z8$3Y@I>z?#xS5T}mUNPTCkcPAhvbDPrFm9=0oAYH4@0|xql)E!35pH~J)(;}s33#CLm5o4SP^9DT zhp}(IiF6Zt5PA^Vl8RNzb4w&2vH0Tg<^5UMS|zCG(o4$6$sz0|z6Znso!n zZ~Qp*5IJCFUhAaUr1_{Hs;RSB=@V{Gm>Zsrdj4|3_I33`N_KCX1eSME`l6xR*qGLv z=$1DR>kVO(n>^~dHvtZe-b8GVTs%WZ-BqWk>G?aLTXzf| zKm2Rn(Y$&q$jjR7_-MYKbpsT`1L9Mn^wA;xCMO%CL^s3^vWx>HlB|arv7}LDb$Edx ztZ>S4$^n(Z8tI3uDii<2nFU2(#95?Th^rIc1M|p5SzRE3R54HOhA;C&!D_9nZHf!Y z#1Yz?h8QVxXy4efS^&SGMLzDZ$PjV>Pf5bY8?AguEAp!!qqV*cVKvSwy{I)>MLkW{ zZh8f0RtJHHUoVdrpY*z`HpcjK37IiyEkn*QsFw=a3{BzmpVmSf;@;+5(6)_x^KbQMy&Gq(nb1nm zSad%Qsp^CM^ckNW>$rc<-1=vW`fd()JxoSZZ6tBJI)RbL6Ip&vg61#_Qb z@`-%kN4v33!p^JPa_2?2M)h_R$;^YEev$tQQ{FOas zr9~~l(h8{6FGU@noli?=#5V+f|2+N3QYm1|Xr8eT8}7$%0;7x)UX|Io?SwK-cgWzQ zv3D%*y#;bla3yb{D+fEuqsgH;+E1iKH^7=RAF2DSen{T_&;UW1@3Ly3_8GnDHAi)$ zgxcqXPvMT!nA=y^q#40g1EE%6u9?}J@14+;keipZ?2fx2Df4;keU^iHKL6mX#P6pz zMdk>H#V;(j!}3^e;ouKXAGEdi_k5?@uW{gd!E%({Rjg)z?H2xsZ(8rVk1nTHY|nom zZ@Ygb`vaHb;_}hXdouC+LX}2GS-a!F=Y`vIFLqXjbGhoOw6_|}jUUEX3mc3b>|@(& zhy)lvCFTQpRK*txLQ`?jW@eR!qNU~PD5Dx9B}1a?HODC4*onP~)KnIncZ6(QwSUhwT6vq6W>S?b_AA2G8%4Wfs_=>t52 zm2N>EW9QmNQT^dpg~aU`qp-*-Ez5+AZf@1+*>4T(J57iHTFS@S(@4no-P(cFqtFEAShMrfQ(f`-*TUw!8#A{W6TqYf`L-t;$a@DLQi zBc!#E~TJ8X`!#`^ACeg)|LpHwT(~km&Pd3##>yRc-_O!2HqcWXXLw)FX6B& zcFuMefIa#T)x6C2z z6>TjN@p1Zgz>xRljk4Fkpp@9sijDnGd+k5c*7p}OG_^RmU#iYxn_A`&aLG9nM;@vp zpVi`rCpF?XqLuP!uJmS{-U((3BtUAcC?4nvRaZs_Ram{uvBnYb$<9r*u6GkJ;K)fVfK?rF6d`v!5Qe80MtIgcRXj2YGs^6h zpz;}vn0t+Ona&*YT{xoGX)~$%hYD*um|Sm2k$gFRhpzW1Sk+KQp0VZKi_+~U5L(bQ z$##N$WedCSZ+M%9QiTE>8wL}nV*EJzRn)(zsNEGNQRItEoIELp>J*S&^W~rBc;5x0 z;!@}O=_%-Wo7<0@)k;F>mQ)SbLi@V`3};KLN9Q~rjuaDLdFLo2l7y54$<%NYO{HM< z4JPMav~lme9?CnO=}v(RT3$%qzsMK5)qOeg$xH1;8Fgzu-@bs8-VB+4c4MC9QC#2j z3(Yw{Jw*N58fa_vk}?|zRkbahYUhv8GpM-o@K-c3QJW-lq%Q0e=Zsw$-Q|^KFZ9^VS2HmsK zOZ#zn-aGr&p~vTQK4$q?~+R!k7t%gK9!7-U)6z zsUe>RmCJ8%eG@2RMZ8ERgeQq7g2v9D2% zdg_rFI$)~0V6xglKSAgrO}bM{uV<+-wQ}n*xSxONQe*u1T1|*1*6rd4hkW8G@W61( zeS*AM(9;Ee^R}B`169DE5MF;?exS{+6H=(jqh@5U)Lpp3zuen!e)GL#*4jqW=g&YQ z|0w+2P^IRT7#F0$$k^4Ro(M^1xJp{fp)iI!O0eQn5LOO?kb)>WTN$WB%*@dXTEiR* zwUM@HD+$&Vg$?h>39$$)YEgw*G|=NeNkwxlcT_mscP=01DOZW;^W-4e(F*pMt@Nl3 zVEDP*6yl5Nfb)Z+Nx5`O?#KtEDM-E7CAmQDk%i(w(S}Hh!xRLY;viv+u z&wq^a`0PF(%6*zh=f_bU>2;m#< zk4Rx8+165F0ZPiX-zh0I4jWzgVd5=}kZ^7oAfM*C*@o&mC@HUXHf36XkmSz8?;_J(X9b9k&xo; z!dXik`#DQLTM<&z(7^T`WHCfQjoG3WJPY2{1QZwH)jIrHw!!gX6y=gY%4w6nUZCRy zr-kw&mQ@qUXm<3J{E`(nn8zz8_OFmTK!z#bSDw}Jch~ukj0%tJK&`?@?>WP{l~EJi z2T!qYKWMb)LUny{7~0@E9{s~2bdM3RGQqE}?55>~Y~Zmj{SIEW7rgu4yDltljjAQf zrTxt%He6bIH|l~Dp8nczB0|*$0c%(ju`U3%9LZ8y@T?$Fo+VN<;t0=R9D9dsCW3+@ z&ICJCk|7`p7#eg67y*>9SLg)49Shbm#e15)e~-uMJ&f9S&Asl6x~=8^*|%nC3o=SA zO3F15pEB(Kv~uN9O^#)7RXhZo=#ih5B6|OrLn^_fA6P_NTXtlN1>_IhQDp)f?^O9Iq{I&R{7-M*ISD{g! zQ9)?2n(gbhn{9BLD6{oQ(N0Tu)mIaH#tNEH`z(4Jy?fUBtb>|LibpF>A~Wn50_E3?Wlk#Vfm8r(l)~BG`3q)R99s9 zT9)cl-oq&2t9J?00c}}wUIzrJ8OIC1RSBxQ)Sld$Vm2g>AB*qXXkcNyy6ePZmGz=z|VcWzmI5Fu==smT)DHrO$j#iE_Uv5!yS)Om9 z)U%{37;n|ES?6|Wz@Y}-SWSB|WfI=9wC3D*#kzIVze``{Oda3vbZQGPR}z`Dbcqd% zh`2oREKkkuuwv_@pNe;vD-3)?DQ(*myz)O!ZG29Zo4W4T+hW(XZ8);$yXA&wIu_A0bUs2xZtTRmO?!VLN*7>~i zPN&{sv(QUNsZ$IBuW7ikQ+!9;pZD$xH~)K0o`1vO^MvVQ?#+!6_X*t`F4XXRRdAA~ z`xDJ&kL6zR7keJ_T;f^1HT7Qfy~!S%9-})B3GJxUdQs<;VEclV>%tE(4ZSv=%YAUj z&fB%Rd?}5&qnmxwfG8KYFMeM_Q=DH!_bbc>cFF2*Lt-NZR=#gP&(dAU12Z{i7KbL++}O9B?XS^o>G^7vw-Y89$}ZvxBp zQP;j{_cP2jD-yO3`S2Xv*|DLQjHlg+1{dlTMweO;ON9#SUUeBwPoI9V_(WvY>zG!8 zpGwN`U zmS>E~sP@G~11$vMz!jc3JQmi(u)mnG>TbE({fd8Pz|VDWn?F1p?Y%43+5f(#PWu)E z4WoUjH`jR#|IB_zdq_3qCO&3 zwIlc$=VYpL-+4P*YQ5+zn#y{%@M@|MQfB zBh{Ik>sB20)ZH)5NbUGWP<+nbBDBLT^nmBUzey!-v+K0TQWPif#o$0|< z_xf;bHq}TyyW*!9ddEd-KyYe{SK)SlX|Hw1^V|CTo zfB_?=qiVtlKkACxYU(Y$IunyjEp!f9q=xOYvb#vMa8A7~Vbx|y&-x7sd`-f6ioArW52Im% zfuqk0vM?e2eK$Nu73wGDHH0)O-PNZ1QC|Ca_VRPZ_3}LWyY!nYLicFzz5Q+8VnN0# z%%-^17)7%(rI9^GhGp`splh($1>>;Fzca}JcEUI`uro4KaC$0@njIYd&=iGR%FS|N z8}tTfD)$a4IyCfWWKQR7@PF{S99PR0p@ubHY77eY9#yD{{MX$YRXHn3rnc$mp}TRx z6Zq&8CFLdOHRw4XcHjLuS}dkqw^_F`uSc3^cQ(IeQ@-)n2R(glo^)&0h1s0Qbg+q! zjkJc{-hbd*Ze6pQ{#0lMrxf(vEPH(P3WISmmsEjBl0P%*Icm1o=w0n*$K00}f)X(A zhfG>VDfTud?zyhTA*Js13Hxow?Q5@2H~i>Qdz~4x$oHM(Omc=b)zWVB`Si~C>Z=>^ zF|8i?+CSU&nWbO%D4{5YZL;ECR`{)hsH4D&L%t7 z-)G<9+9u_@3t zvbqiq=53nTG_X?=Ki#f^L_8SDSzpi7eSd}ZI;az!y)NraPi|MzSZMMH_gLA;E8{_* zj@%nsh)JCt`sL4lLtjlO^!vim?)>xEPpq1M;DM}-jXoV-!Z4Zi8394n5qU6KuHbCc z0Z?qZ(~u*j6-We!O+#AYjUi(XJx3SL9zVXLnV*R{%g>cXW+QdzE2uh584o8)#PmQp z&5)=H5CG6jQ`R#z(pQ!#h$tdA4>v&Wi4eJQ-31g84LM^%0dtucjYQ0-2wiDNYvcV0 zA&1Kt3Bu;Al?83i!2vb|W2d>V51ej~(g z7oI>k>lQ)Q!sE3dB>Lm$`itd2EWf-QNWjN!Q-Kb}7y!+kd>Mc}mX3iiI1~gP1alZm zfiM&dUIRQs5EVU76C?|m>H*SQK!W=>O#h_$CsQ8Z9HfxGiw!t<*$5vFAla2=M*z|T zBEfeQaQqzkvPjRaKjY-14HYem@Sj5PH-p0TFgE_*VR3Vl)tO9>!r-yIWYn+*3>wnQ zi^HZkU@;CX7{f+kSQt=ouoDvnfq}v>@oWNt1+FkaxWAhpHtX{~JiPeanMz~>{L(BN ztpKD51{-0sC{BP)l_>ih?;aCXAw$SRJ)Wx6}l zkRlY@(TVBB6(Z>tGSXYFBYQS>Tn>G9GGmAS!`BxgJ0k*p1cHqI+@z1nyI_?f7!90fOL}q5~Z*tMVNTimXK-97KSz5N4)3kPw6f zYM_h$LgQog?)d9!SO0tiO2l_`0>E)BX@#uJW`_(#4M49>h)*&c4q)131L6KrhQUH4 zfKizv18_6)0vVYgyTCP14Lu}8nDdad_6KrMpZn=7RF%l3uF*c2DG1}2a(A{fR>#jgK-!cjr1HD1Q7smcdiUz zhXB5Dt_&g*7Q`8b@uY?EBLSS!JX?qe_`4U#zGN%Ac_tg5^9zyj3vv#_MDqNY!WbD+ zYOXDe#V&{ojKkpp%4yCTFa*nxPxEAWfb*O$BQ2;a5CZ_tnx}`sET|zE2NUM!4Fi*) zKgCMOX98qDAJDKP&}QK00Q3R^ke%}YaX9E=Q*b}Z9bDi8PGlVA1`LEPRbLmv=n;3} zus;w9xs1h?SUxCVE3cX!tg5D38~KyY_=hXBFd2^!qpLSwhd`OZ1t z`R{#q{O^u;$EzOIUAk(mHCOGLd+usVMNx4E7Di4)%KoG197IY=DSLMZ6C+nE2YVh8 z3l|awQzbPiF;x-<7f~^FDG@P#M^keTXDe4T$R0HpGZAM8#}5vkB!Vv=L=F;W5(i^z zL_R(ySu=YJS4$F3$QETLaVuL_GiMSeaa$u-Gf^`W2U9Zv0Yn#9XEP%^M9(y}NPg5F zW(08$`L5UaXT&!dNE9-tG1>3p)Rj(|dKVI8d%wqboOT6Y8B(OLttxz*+jD&S4)-a_ zxl1J=_zXaGClZO~*%jh&-R3RBW|B=+@Lk*7L6XfR*vM(H_}S&!*N)nuy0v-UZXh!=BRdHz2fH33ld^*=BvcY+$Z^hQ_O2vsFL^*@l5lo#b0lH^ z$BMFj=y$HAHk#@1#gt|UP2f2@l; zK&*1STvizol1nBL$U5XgE+j7){Mq!E<1bhK2PPy;FP@Y9aovT4Nyf_5g+vGOB`{?~ zJraloH;74=7i)i=%JQ#M|2k8|$koW!!Q!7L{t8OY%+<&gvWJ9)`CtD0Wr6+QX@lg% z%)$ziXD=FINRrLoBQhyCo0>UW*;~*^nL=E*a`l32Q*m>2v^BGP$r?1rhj?G-b#lDJr+bJIU`qRD@e_~T#1?F&o`uG zK0xYFhk*^q2;^WzWM}1IWCbE}u`{x>aUpVYzN|rx`F|=u0fB$sudFQ0+yVmsx--o* z<;Ex*QI8HO;v4~QzpwrVzmIzaTSRmjb`&d=7YrCz&w$!? zbmsh9JGAy6cRSZQJDzW+xJ{GWpS=g~Gnu@fKXpELtvy^;g4&)ur@v85ue}8cxO}ov zoO$-YKeahV-?(`?dM{$!e)?uoG4}TK^(c^=l-Nf3gH31*jCRO1a;PhADYP-MO29%^ zvk6Qrzvp%i+Rd^HRROyxwzyS?p@Jbg$li6URPfrS0-xe!=ZP^OUsK$(7y;ooq)>$V@yf+{|_qKPQ`gU$($ z*fN(Q-mq0{b4`z_@rJZq>Hip5u^_-O^BNKhYBWRWlPq*YHr9WGvXts9Nmelocb-&a~y*zC#r1T8f-(dih{!USat zLJ?wQN7bnuJZ7h(Pmca!s7PAp@Sg&~+K*XSsb{BTOSi{xJ|zM2yO_eJSC_1k|8o%+5D^>5*y^4w-VAYom-w2-Qh(y z8%FA)&~+MdtbL2vQ;J;kuV=A|--ITi1zywM?lNvrdB%7n zQRZ3J zwQ?U!qbkYC>##cWP4(^NFDcVUnke;s40c!7tC{BJ94>=oE$GVA7~x3w3 zg;CBhE#+X=lLKV-SLG)#s=V{$nxYLFZYHvX-*xoN^NKK)I4T8ZpwAzpW|umBYqHb{ zr}$J)#Et!EqUs3(o367bI?g@cyyNfm1MVuF_a@gKJMY2DcjWW*k=jiH*SC9lmfnZ? zQL%=LxM~*&4!$w5w_DU}lMz#BZ$b2aTgGHIzLJ$3SmOqtsH?XnNPzPWAx=}I`ayo< zQ(5WjFxMxj(f#N-ev$94+NC@F?;9*s3Gz=CCc9I=Xy@ni?89V}SHO405)ow)$T#_D z`EuXCQ(PDe!{=NVW{^Q38Ot`}WN7Ilo?@!s!!R6JT%3{PirzJzcoGgESD13K2<9Uh zd3TXP6ANccQ=@0?Qy5li zAdjHy%T7=Euiph?6yNZRvEhinEum#I&OE`v=`<%9Q@rK(CK%jb&G;EWwVb@uz|D2! z>&o)`*YfBS799Iy+AM)#oW%K3S5X`jyPp#hS-=w?-*AwjfNZBcC6f1$L~Z{*UB-$Ly@@%`95dbEa6EL?cS(gGu0_YaBO*SJKSe? zxA-uF(bjW_o86RghK9E%I6i0`sxcnRcIG!tGEfKbt$JX*ZZ94lN({8W7GI!6zO5M{ zF-wBxOE1kzXkTtXRACee_8z$ykxT@}I_nO2Gsh^uL3@-s)D4YUwpg!6i0GHE$MUCN zX&DN$yfRXoV3XH{C0)1H8064K!wzVqJ?zq9zt%?^aP+QtSjlP=DQi8gPPyN1>xVsT zD)htq96neW-X(`Au^!Kb)F@xGfI3*2C*0I?~ zxGwPAj7NGBz9>oZ&GxL37H8C+ld|EhG;m}&@?!giE}YZw=jUF*=W*|^a;hYyo0LQ+ ze_7q$S4h6YFSME6_f*)-%y4Z;%gkUo{qPXlrOdg7UL1fzafrG;##=%yWN>{aLWEi( zocdXzwH6^k5W%Y&0Vu?Bmuz9#WezglM>w!|`YAV>!AIyS<3_gXQOj0$^y?z95RuN? z%tfZ+f)Vv&)1iF@vt~?73O2Af9;3-aVvVk|LK(=gbngx|#~=Zp<}Wr4|7N8yGbbWE zx)kJzj>|hT%Q}Y<=mU;%9*eP;(Lto@8op|(Z<|UY%pSHu*5$NlE6i!RddGXzVcAVH zS|c0dt?nn(bkyh12Opl8;<)y3MVADdTVY>6>vg#HUc`yl5Y-CFKcZB3_3csVcSo1c zdR^6ypTkBhoe%w79>OM~4>xcykgH5?Pt7EpW5z!xW4iLJSriGO>TVDTe^BO4ha2gS z8s=L~I@UJM{&4nHN^wxtqJSO6ra3&lg1#lG?Z|*O(+!7=2`B=^P$$QVQhHGO9d4bmQ0D~A zIF1bZGdcc{p$UCMM@8YRgg`R)aN-$(FLs37poNlv;1z&pP>gJwJf&u0i}ls3R{V@;_PiA7b?v=lZ|Je>gZ9 znc0AdEZkfijF2A=Rz_|PAR;R(Gi3F@MSxhixjFtufb=w_q9}VYAOvU&PJf{AoBSCi z1@`wq7!nSI7{i|H&bydvGMRj34;=|{u%Z1)#&g@=Mtfhc2ork8)8ixf8hk%n96RRr zcw2MWk7FSC>lW<+JU;&H^XQ_q)VkD$An0H(ItP3@Uoxn)lDn@uWZ-LdYXw;8*ieg> zj~|ZDe{GN}6ftQ$MgUHB1(X#aTV7Gs`3SWi!xfDez%aQ;E*^cfWyi-xyO|w0Rkmvb z%DdUiK)nWHeQA|lawl+So5M4=ayXioVM{m;jhK5Z;q=v$WhdO)Mupny>!U+ueTc?k zPw@-J%PS9GTI1-V7OIm-^$)8rK0pjz4-*U(wBVDpsb5cgEvpj86io}JNfmbN@IxPOCs8RWuj}4~VW_w_H-dH_FMB|Xzr=h@dkW6t z0?X$}OR)+&$^M;DD9gZ>mP9XUKUCyS<&SHZ@}?3Uf_1Px8CxVA8rfWEXB2`UB9AiJ znP256aTAbYOmc!g^nsRB!^}Z5R$7hu59LOQV(+4U)S@JgtSw8F1mF<4RKX}wzp2{y z7_&6Q&uM*+1R=(HPAlh#?*7|$sb=NfA5df3s?CdDb=?5T%-ihxSdvH0!Bq_8rH0NR zOtk9^QTNvgR$`wVXAFM!xI9A7pkU2#XE5p_fiujjxG;m2yOwQJ0cr!`Ug@9&rD}>B52& zjH0I!W0?5WzbKqEOJs(Bek5P1N?_TY0qNMNP>=OpSEY;NTMf8^_X`d&1LBrM&889E z(!#HsP3h=+L$b28LnG+ZQjMSHR@fR=%ks)hl3PtFzB$ou=GexBBG)*pnC#V#H=|ux zipbW|uDR98OV#vl7oN26PVX`@S%?cZn4Er>cMoSOGdF5s zu9!R!zW?6*EZ3q!x@nb&ZFYn;EHslWv}GzGWGS6Qert{U zEicBqR`C!mfKT!=KQGJrl$Xv1$La%2KZEERiTK#v4&~?;j5+Ca%h*r!xAEqq#8}mE_;-WE#*0N6JPa7E^D*GVq&I}AHJKl z7^R0M#+{~pNFW<|MLpnd^wV9h97d=!Ld3t+yrJvk#HZW~5}cnhKkLcieRC9@=>I(;5(_##1beek%YGG!=k$q8Vh)m$d+H7nxzGR#FxSb1RuM;GWZ8p0I zzAud;v!E;KKsS<|h&4oZXSwQ}z4pEiEAuVY7h+*E;ZAW$AFzlpteQDaVGfy|;k8?6 zs`4AuTFW?#m4$tsQz}T|n)t2vj6^$Pbo8}&kfQQ-RR=oS#Ok>D`E`-k?8N8|2~ylA z7O634!vWIK$B&BL7eW(-3p+G4;vReKQaj}bqoX*#Ro__j_ntLdCY6)xUaU{=X#H9m zT~k2dC~NJRah3@>xtX$w!ld^q^yb@;22PL}4jA2J>rMF@moBa)+4Fpj+s;)qUoL#h z3A%q1D|3U=o5p>jqBNm75#!t%#o#O?N}=+jo~sxwYM(O;w}Ve4jj+jQhb6`b2^Iak z+}ye9ZP^+scRMg1mPWippO~7a|HzWVywM1xj#sx~k4&HH^tyOfPp| zU2Bg_H_G;?;uV6QtJg&o!J9A=H_{i}yF3zWXt0+unJ4d__{0o!@FJZYGSQg{r?h7p zZnGUkx*mW2I?j^{zF+{tqeX}9e1N6T10<(XU4Cl&Vm>dXG2$N7EbaV5yZ$Bs)?{n1 zgMRvc-~Q7qB|B^wvp7DB2F5`T65^zn_@qzg$RYRFHJz<>FnavMd#-3Yu%zu#ZeYUiCvIDo9UTw- zRGwoKaX|;?`2(FsSgxmL=v%mY5iTtxO*w0wntpbA4#WoH9bLEGPW(x!KGM(I;Qj0A z!)H3=b@KlOA9+!C{x9YF-T50`W>;CIVN}Z>`ec<)4b1huiX87&i}gE#4bbiu$x3Z_VWCO`x~J#50jEWwVi*Is;S~r z?$W~RT4x&3qSi2)2FdWIF&e~j6#W^p)tD`DXinY|ICUn>sCv&e@}#iua|2biv3RPo z`0sh{?e+p&iG746`<2C|clhHz((}`XY}^0P^eRK}?ki3;vmqafuW%-l28%#h3J8Pg>JAW{E2AY$&U(%f>*^UPCBE#E9 z4x6F`zoL0I{x53a-}2~RD)s;OnjDagk(HAjk(HT?n~@cw9&#{pvT`7@vT#6F|9e%y z2K-wU=uIhDzhgmub=I!1j>MM@YRG#F3#~<=bp^;zjl-OhtH@NyhznsxZoA{ZkIzqT z>{8*jLF|`J27yM2FUJ*0&xh^=d$X5jlmuGEf_?GoX^i``^C+{HG0k!8rclDNCit{UzP?@*YgR>Nxz0JJ*e?|e ztjonF)5xH4DzS9lNRYsEBhjyG(7pfGmb*N$z;n-4Nkdmt<^rp)@fEKZEFs=1v?o0B z5c38VrrV%FNvULlT{Ns|A<7oh+F9Fdo~&>MWrJR~;Pa=l@sC}h<%!58QQ8X)KE5QP zzd5__56LNJ8~EU0I(eld2+8?Bt-JH$=2mdQndoU{9)C>JrYHHWs2x$~a}(J-Ear`c z?2G&UDZyT|AmgyqucP|;ijTN|^EcpN2{ipbSHvH6_pesrpBk)`9YpPa(b#ProK+l+ zOw5=>&D^a_%#9VCU#y{~~8| zAu>rpGkerw+>wWaVc57wFFm&nE!XKe9Q%6abl^ zo|gb308~UI6r|UvD99*p&`{B_DR8hcF|p}MNbxDy896y1RmaLBtRl|CFE7B#Drqbw zudb=5ug4{3ZfB-#tD>W)^4th`$Pucznl0CWT>MVL1*P-FmT zbSM~fsOKL5Vu+7$P=BTue_tjjXc$Z0M!2}L+? zfAf5d?8N?Dtu<>Q+SV^J;t%~1bI9N}o*7%Fdh$Z;Mj1~iR_14bT{RdnL{CI!x*S$r zd-N(_K(#SI)#UKvmvYlP{6m~@Jg+O8Zy)ifM9s4boeWv~}7^OBQyE$J^;K1CP6`gQwjOxz{;IsGpxOqOZnl7?V720j7PaQc9;m z{hR8Y4fdUTNPf?NC{Uz}(|FFl`%y#7@xiqNBPHB2_;FQXE-U1KL5$*Qa{k1y!5@2> zutRXsu;~E~$IzAIiTYl3O3WdDb!d{1TP|M}Y{50E%`-C;yfx*ZBten>4d$?=xf#gM zBv*&7Wy4wXb)6*m53Z_`H%VvF$I)-3p8*`(fy~lO)p!05L*Z3Cyn+}=dn1W0W)Iat zk?S~C;CIW@C%{V^Bsr&oRWXcfiv_?lpuaSub2X)vrpKqs2)X6f(H8Cv}GlLGMZs zWUH@W+~r(uy}R4GQFwKlo&B$W^omOIcj#7wRVOQAF`ogpsXtuW=a|iHot{oKwuz+~ z;e}d8#sWfOivZ$YYVgm14@Hc8vWe3Yuq|$TDF)5BYV;t$?07?&y?tA&ocj)vn;`#> zU%qQ6jLT0{Wg?G}##3^{p^TzakGEVFF8guKf)JA;kCmK{&`i&O)348fjS^g63Bs1R z1tfwl?)x6=n4sBEJ~bp66dk1`AA>b*O`@rUx6*=87ie=W1O!NS0%%lol#x7XZYBo` z%2wIfMLA)Hm`Y-R|G#FXwy9&Lit^o-=uwV4mQunZ>JHwN?KWWk&jWXGn}=e^&!PdP ze&o*)Z+tZDbUOnDPHLY4Mz2Bn05^akqBczybl6{WGQ}4Rwt=D0T*`015XWZRitH#j z&ctt%@=SGl28oWmX~1((IN+eWl(~2x$L2db6B<&3%F#qYZ4DTCJMB{y^=J{zSsuTd z%@d2q*x8PDf%nVLp9Oca&uR@jx zKLJ~)V@afn42s!fm9fOJZYn``;cvXrA0){4xbspj6(^0O=AiQKBA-eY;haxTp8@m0 zRA8NVgi<^=f*o$L3><4)K@bRTN_BdKH)T;h1*LA*J;3$Ll!%uTbtAJ^C{b z4IP;ZnnHth%lA^x0L$q1t1+4+wb}AQ9RlFg3AHX772uaRzvh+paHj0N>u_yP{Gyhl z%Nqmk$0(g`;&RPzmUD8LtiO$&DALG`@Yc>&GW$L#@u{7;>3ha zL}g||Y|?!O)SwwuN)OjgY+f#IJOg?fk^2K+c}1lKv4`>1+7pDTJ$ngwEL|p$fhB$Bu$TKTh45 z2nRo^jH-ZmOT56{#~gv%ixLds+mL!+o98yK*)BZnsj?Ru(@{>@$ zg0wjYRO|T3wu1k_}9D7cRQ}iCgIG*E`H$F(fk$%TC=^p!aRb>ow-ge z?X1<5DAWz!kcu@Jj$WcJzQL+A$>~SlIJpq<@_7dE>l#wmFo_YD8=xcEsJzRg$;P~M zivDU*byMb4VW4wfWSQg?Fnc_ZEU`VlFW=3%SLOqHYxTBCp@E*2_*WY40%%RGlrVNE zAji#(A2BV=P~e}f#{a=DY)2`8{LCAd+vt6< zPosDCq#t3}tNYO8j^Hl~%4b_6^3IvBQBjLGgK za6JA&@7fsVERfnDXg;~==3Qn4?DjySS9t-pI$`#hH(Dmn!?nWwp3-jbKg?it$=cfT6`7vx ztu9j-C8T$v*1xq<(bN6hH1SFOaHt1~Ht`wY)$#-#rMSb7G#>usUHEuKa|yXwGK!x8 zeu%$TWhk1kOV=lEMJq_pBLr(-ML!=TKmxUQ0Fnxc%$)olj2>01)`!K_g(SXg7*I0IOSZ#g-4uKUIf~A z3yABxylVnXcL$lb6S;qdKsTNjT#u``4@L-tKV+jl?Y}2U^QX$UbbX|q^nH9CxJ!`l zYTv~8`i^nJ6 z(fAsdW^66QMS{j9eeFL|{wI8|^Qrvi<~5h>Z{;)FBmptlkWAKQepj7p4_x+(_2u2s zjeRPYCIqzy^+G`N@c%1Y5`S6J$keg?F=o*|iA1~}LZyTsJx=dmPtT%lpvzzW`SYe% zQizAqwm4|f5F{+YkB62kXL zO1!~7=ARkHlzET^DY)p?JyGb%EpnYK$<^(dvc$7z3P;e~@=eFf&8Y8J+Mix675CF# zzFLB`(q=9J*Lgw8bM<)oyztW_FhTAnq)?E?`|Tx&HZ?$=+f|Ph8ymcRfz8`Mw!I}7 zwv`fslrRJH*s0svSnm&uH}c857VbM3aXO^$QcBB#x^0?BWh99$gkGXhAHFJwF5O2x z_y?MW1=M{K@+Y?F8`TSef|wy^eJgLXqL6Xzj+ja$2Y~LAAQQ2QQeTYq8}u^IKyzge zh8Du$XMpGNU1x$NT&7Sxqxtk(r|o3D?SxLgc;RS++2hZt3=6-&aCrQtU{oYLhU5@Ykp$BG51?l6t1 zdY#hXrq1T+U8EtMDu?%I74WM9J0IC7W=4DG6U-{~#h^1Yb{v^|9)p+0XUp- zWC?6d9%Iwc$^qtL{_~CSPt=Wx?k0g|{i)OwaCZ`iD&%{My2uRIOT7%2wh_=5#P_=t zvjcAY7K*W(RUAZ;zgE5)etdaMuRf`Yn0e&oHO8;(N59{ZNxsDv=$Y_A1dIkc712F* z>NhvkI|T>1o031~;6!H?O1TwUCFT(DyMsTpF|@Z-fQXZ#i^~xzfREZZ_q>Z*-`CuK zWg~AsCh$cUXHkIRicJ{51xM4Xt!n994zfdii|qk9M4J3ic_S~1eo+eP{z2-`ZMD$B zJ{%>a-OGu3MNO`h5CrKw_|e{rK_1gHUgb7MNNy1rkf$`U$NpTLPUhRo(o6v`i&htywBJiwXz+L%hRFT5Iok-_dHru+xGY++p} zu77<3b#Prx@2@BwDYWw?>B-FLu;rYO%%B=KAA8&DMyH>Q8xUy_m))=S2X^QAd4bMK z(G#6kLz*9cV^J0|*124sDbk_OFt*_3DopfCDIGnh8GKzI|`mf_%q^KuMAiWh!s!VUjloLM%`KE8KR;sbM zkjIY&blf`$jrQc++U9EJDEzHHHQ~P=N`Q(u%NB3eu402+0UcutpUnGRs;m&pQyGF$ zY4GZ72rQoQ@yQ50v9QKQUCXp+lJkMK%aE7PmzY|U=}MRdC6u}PV(|^SRv8^<0jUvF zwnxk~NQ;Cx>XEmwbjOhd4yr**L~urX3hJNB3DwaT1=YLBG^lgyxGsNqlwV7|Q`?rh zk}(H0?w2+_jF?!&iQH|au#_JpHl^Im^>GNgBJ);upbZOQ*#il1jnNm@4sbBgzS6QF zya*pECgBRn7;*~gtr@1gAy|Rb6Iit-)WN zQkM>C;!AZH-7{}P`5tMY)93PG5~3Amn6??_JWRF=x0(fo6~v}Y+?rcvPfcIYgU<3} z39*-jZgR@I8W{uTi!puJZPPP%_syeo^iO6BZh2JPZG3C)BO~RsR zt@q7#1?3C-@WZdlvFl8;%Dqe!^pZ&Y5g7tJD=PPuPVt$HYmf=jrR#9E-i`pD6td_@F$fG#Ry-6SJp%x+4{Q1fllzPO?Lm0X(<_2& zO<%W{9^k8rovWoenU7qNmijM&NTp471o_2Dj6IJH?*sx{!fh<=NHpy>By;4Uv%X_7 zU@iD^Ao~-%lP9b%BQbTGqdj`RO_b` zd~X@(&IxHac{7bPeAJr=EP?gQTmQ-6IJqrd|@b74Ydx^dJN%MN?x>r0p{B2WsM z5+64lJwX=_Eb3~=n0H{gK!(yNO(}fRh~Vd1a3&~?0?H4Bhlkv=t`6vKzj*11jkh04C*Hs?zzMW&s{V6 z;R*gup@$bZEf8^Tuv-6uGKi5KpcI0D8YCD80S7seO^TuZa|pi8x6gF# z?$p&Jn`Z@D`$|16HqQXG1y#)?mgO3F788mArHv`o&HX#3R(l{CB zhIhEna-^w>;JU)Sc8s8Zm2BxK51Q|6yob34Ysi=w*%j)9GLUNK5~WLBQ#Y5g*9-mc z#8E5>)hKc+@C~O~ugSN+N@5n@j2q+wye7}|>;0TB zf#v04l0PqcKECk=uxYz5V&~`ZH)Ob}qaU#1hKX`1zLJ8y;(Aw#uYhBdsDXxI&9aDJ*AaiTh|uU#yMn}71jkJQ&KC;U%CD(k z`dFo|cS@cC-QOoc`-e}DpzFO%#VLopFk*}a%JO9|MMfMNmw6jkl8u6=v9qYrd-nEr zwjD;nbZE-j8CMWamy<22mof>GS8-j$E-X=hSb3q%99WbSTf27;#fCeCI}O8B_Z42h zBMJp4SS@@QEu>8O;6xXiVIDogm2m}tSI$o@F5|;-?-_P*Vud`-OG55-#I}G+1C91u z_5o6`!d#uF5VZkOaGmY!_7N7MF?8rW(5c*W^gsC?cb-l?1A>WvHV9ts+C2mOlOAYb zn4aDWqJbvlneMkcyQBZp$jsAd^)n!o*Wv!Eb6w)bF8bka3AC0EF%KAi27DUtS-W~0 z{&eSXmiu=j^@6pwpxv>hr$?sWN{^|K-nxMM+U-85`y=Z!;O}nH{D+Nlg`*|nyUT`W zK&Q+TCdhmNA{V4LK7tL-vXDFf)2|(0sSQiz1G-}vbrjM&^B~w#)X_keW4-ymySVH2 z3_zACTkXaCusYPoC_{#F!2))NwD0-8B3~K`ifxVg`4*ZDhKni|rw#~~Oq&|~&bfvf z5XN_Pm%W)jx3M6OI|fR12It?cjOSGTM$C6Af2Yf;;KY$`>WMB!;8h{GXzQE1pd!6t z-*=K-iI9F=w}Ah2?p;Di25MV@pDs7VJ+(JD#_vl49tFje(;~by(JtT&>*7qQs?US< z9WydCLtU>8`_K9hl|%?}VjFJ?@_n{DWlUE;JnA@5UzJLc5!m|wuFQ$C%D@jumtW(M z3x=PbOLr*jD*S%2yhkN|NKq?;3$w=qCB=XI3EfMbb1~sZ_(kYsC`4xQiGt(c^?ARk zK69-zxTVrWTY4mN91H0wy@|$~v74pWis1YemqH={9qRwppqHV%%}>Rff$qt%knd^fcSx$o#J z9eYA&a^LXF^Y{aymkCnSs0xd9w3#&GUHCGEZ~#6j$>Pz51VgiKxQimK*1N8s&-JZd z^n=D!;zE|=;Uv&w6zJL{Hl49ZMKe1A)Rr^?*aV!`QMkZot% z1C61TXLQhS4?m&WX*qRu52Bh@o%y1a5J(sZI$xXnI3vSPJ;=nr`+4LdBiGjk!w*NW zIB$e=Qj)zB`NvqHL&~-^T46Z{Db^7^P*49VmoWSf-CVVn3BTteyC`$xm);P&6SZ7Y z6I{LX#C(VwBzxEo%%=v`TzT;AY3$WAy@78sibD2JMo4D{O3o zYe{9!fjR;87nY7OaW913G1k*8*?PN|7LAO~SwMK?JW~8s7LaH{(@NcN`L|m`6z4E4 zTk}(=u#!UIps!-j`dZCm)gX2C+OBe$w{eS}o{h$oZeP=7SPag7!bVQYGhi%D z!mQN#J&t;F5~U=BuEXtooJj#4-9urjcv_%7ke!NqJit>QDhVV|j!t;_@^9-f(P5&7 zjXqskTw&3okj;rV@r;7yAcWHt`{uqr+amwKJED}#;D94ha5cFOhk8Y#nY|Qa3*PcLqb>Z(1Gh>a~k?kGlLrWi;A_Y2E1@-BC6sF5v7kpba z17U_)w!eYnXJ%VMPPEn0RcV720fYcvm7<(j;r~Jp|4tYGcU19z9$zAQhg+OtaLV`_ zYfk4o@K^$H2`1sAbReWBgbbnR>i42J{;t{3U*jk*Zedrt*$Esfy`zx&DNdD)U2Eicd~eC2foC0|<{pY)ff zgI$1sUH7g^Bemq&vUJ|BWyvCmS&4HHEhC%$GeEs_dJ_eBlA;xb!5;Z@84SSBwD71H zM@#12PaN?UUrPRX+v8UD?da$#oFnm2$Q&jqV?%S0dMQI7Fe_t9Pnm0RyrU3g_ zIho(oa#`t$t@-sKae@a9Tx&t^*MzByg6kG(esVZi&ExmO+KIAnUULQvtuW%B;IDP< zX>4WIIu!@RqaXT(Hdjp~gH~6c-WcM$l#h2Y8*dG26TY)bOrd)%*O#5mH$@anPWB^c zzcv2EvK268k<~)o~8Dfrm%W zup#I&s*b!lZ}0hF**Obj;D^dMlxKXPkRqsUz5?J67y{{h_le%AeQ>m=Sd^F*_jjn2 zj-|I{Pi13R4JL=%E^JC-Z{pvsF)6-2Ag&yA>SQUHF=3G_E8m!tPKf58!r=LN^mKR7b7 z*}n(we36aYx7>2h;_h#7(YmzZ8DA0@GoEb_kNg?~2cs@V4$_$;r8INeDNWC*5DoCs)D^%jHENXLbgFXX*HL zblW@7wHbnYYtm$#OV;6wU^Blx($t@oX{a#t<=es1aLY&v>_Nr>Iz#VW!Sf1)R+!eY zIXN`n)o@|X3Mxov>ZNbhs;2wwPu4&GOtZK+)apEoO-+krl51<{Pb*9ye!N;+mqh{F zFssr3pm`_7g%!N*8Fu?!$#isti7+Gz3TX&SgCVu2xkV1%{a60CH{{ zdbB@BjQ13n9xfYI$U&R+@HZ8e9=#z^lT20)gd`9eCN5{Q_;X3CU|7d9TWOIU>7k?- zUfM8SZN9Xj>}fz&94i{fKnV7`uE@{JN-`&JW`xL~+?FDBHW#5#NDe1#i> zA`JF}usx3*A@tff)@;cq#S-WuTmUkZjEoTaFs2Ksl!?}xYjr#1M0P)-p5@+O859OmC=6$*3BpRt@(u)$-jel!4cRpqfRRpdB%0M@wf z?@ueO!nxm434zOn=#}@mrNmQ3%Q}ZC5xw>NEP0LaTlG=f*n*`liGum$`?ap`crnz z2b?U-#umAU>Q8lN$91re`}mRz0Y^L*hhh`X)kI$GHf~{bt#5QrL@+5|hVa2DL~E)u z>k5qqKfkBTwYWOmh6?5jOpDlP2BM*S(Pt>&StkL2516H!HB$AJc0$H z!0@bXlfurH>Yr9tE+*^?cO)T%a71}0-C#Tn<=VoXUq>obuwD8Cjo*=G zM~G+Oet^fb+N6N|Z&G!4!l9x<&?l=OrQ|9K&jcAVSjkyfm9xjKMSjqdv?x}d-W&WQ z{B|f?bCc*eb3!Faq2pd*iO~%S>5E1JYcU=1eJ&TV_BX4s(t2OoH1|vLlJ`0KGA_IN zmWWCUgRrb*kTUj3YrJ@|$j6gW>cJ*q!T&WD6@NRX1mVf3MRVo`U0N2a;5?v6^( zf5TD6WWwe94Ho%=EI9;e;}@i31JvlRcoV*j`()i+WQ5g-S7%)zW%w6BqBpJ9Kg5sY z3iOe&L_=~M5aDbo7A($Jix+FKLRn2~?YN34duc`DmG!J{sW2FP*$}>-;fqHE-+t$t zQP(Dbpk|5Y!sa}7N+bw327q{}`D(6S2DGZXxX|67H4r<$mYH-nHR!|+wD;c5 z?!k^g+|A)zMb*@GpjtxCD1U8R9tHescw*jkW0bc-k3h z+HGp)D19tphNEWeQ93c#w6r1|b_2a{YkP+mf+1+CA9Og^K$DX-q5ZcP4gXUQ|MyFX z7|kG9zZHw8Zb)+@eL$CVCb2RHIwEDd%0eyp*O>kL*8tNqH~^M5_-RSLkxg%?np!xc z%nxuNXRd1#=|;C?+5LV?<#SVPHL}IwgT#WmskVKtofG9_Uw*+j*X~&Q>x=%JhXp06 zD)Q7HQYE$ID>4N?UAz1Gyd>svg~79?nL^W9md9>(ip1?(Kje1>Iz2LrOB2C~t;KBR z`LlsKCeTMehF(7d46%0)r$Wms*)>gDl9Z=zGfbP4-=(+Lwq9X|m@SPu_{M>(4tYMQ zk1;otjEzR$q}mHYsSJa1e`?>ULn@g~;-c(LwPL41Qh3)*Le&cS=t{PTeKbc;DT4Bbe_P&_(JA=iJVoN8uLtMl#TQ>ggHJK8av>PbgvSv ze*A*;(t{*cA{YlcLXb-16;{sK?;!PhB@Z79GdynQ0uin&V}j@`_Tlgq1xd}LW9ljW z4}xxXuuM(&nW>PT2_P@lN*SSW#_fLp#CS`pKCo~CYx7XHWhOVy4DwQ=8wMJK3mY+m zL=_UGCAHGE0-xj=`z#%^li+bQInZa`RQWq>OEDIgcR4qxyI5(kRlrDK%9g&lHfe>~ z7s86a$9~;0&)Dv3FS$5fMe_JcBRZ?dK;>R;Ey=Fz0DEr8-)cu$=AJD0QO=4ZxlF<5 zrgZp`b*qx4m&AdQ?ckN8LURtkiFQj1$BpuSZAqFGmpbIt6IO*0zhHpsmn*tgUgUG9 zQ(E#`RWbu0tU<7vr$g`2=*}TeaDI|pbUb~=10$w?eIaUQ@#4sBBPUqz$0qey)3R^% zUM`o?RbJ!F^|8W;j?~rf&k_kTkT*7>*2F#)qoo^Mucm5YX-0JgIT^cbpbxWIP-!5D?p~n>9|*ciq&XVS$=O>QrJ0)hy0#QyeX)?-FZV$D z=D*>6S~FfNqEq5U_-e7g^;ak181cmu8e$K!<|Aj+BR1ti?aDKUYC?syvS$;*Vl2%MhFT^cy7 zwP$>kDLuEK1X|#rD@CMQ^)>$n9}m7E|GaT1=%r4M!iVgJnDI0AyPv@~-XX_oF;q`t zS6^$~sNQ`K+ZGsx6q@~Hn>AQ8Fjf;jSqpcNlbjW+VC{jlHZ&TAw`%tJnCc3ubcc)+ zVDbQ#2kD93h0+4O9*g$BO^0BZQ!wnKYdy*CI}OXuAEo2|fZk0>-WC@Qd#vj(&Zv>D zDt`61gg7DB(GNVmgjQ2Kb}yj(BdCA* ziT-8~;-YP0{ip)(gnAq~h?d@bt*f65cR?I*(#^v!q+j0JTh=EkMJgvwIQhWO_zxp;1@|1P~gB?c0y&fa^GWREoa>Y+~-`{oczx;DAe$ zIpAsgOH|=*YAA?S@uLdyjdu)ig}*anH|4ZOzA!QXLTs6zk+_!nquPsH3sQGzu#)W( zP|Vk}3AuOsZEbzb-Ciu`xRELJG!Eg=WN(Q+IW~==Li#7l($3xo{ha~Ghk3^GvV8mW z2c&iaI~I69`Q&r~KebgEk~Z}%VmxV0BE$Ba|C8?fShtC4dWhvAj8> zS$150 zRG%#{iN2FLpR0U5l^_h=sndW(?)j{m!RS83zs(WMt0eNXw8y`aqOC)mf}52)gE z``CNYf4mZGBAa20%n82a!sFJ-k)Sfuy{;vvZ$B*#9r2D$dhvP8F&)6fI)iXfUbha> z*Nx6?fStR(781L~JAbJsDS6SI%Yzw3u%Mqxa+dHtC&Zv_S$4*XGetWaX{z8U zuZVVt^OR1{ijEfrHaeXryx7HfVnVU`s{)mSz@@6)5Qd%Ay?wX02G&j35{6X|+YcX& zWz~*?4{!k`y>k(m-VpHcawte7_eyN$D%P0rGLY337BUD8Jo`$E1a`%OXE83F0NuOW z^qIW;M;%sp46tq8;yh(sviC$t=f5>&En`@&wB{*1;}E^YA@}3=4!eBPgbiWcNM00( zz{@Ig#Sv9L;ObcVT{Z3{V#*U#|Nc!BuxDKsWJNAsa9@3QxU9P4!*Q=nMGuHvJ#;jLH)>Q+NmS__01RQl4ZF&fS(U-yI~ph%mFpEtZY!u=Zg>cBDN zZlHlN_lnd*WBb@8rG_Jf;mr9QIRN{SK>8%&`Fm8VW7+LrvMqXkXOzko^Iry!k83(u zY_7}O7w?i^tQ{Jw+~>rs0!@qIS36yTQ?B~Av3-HIj7X1j_TjPjY=m^m;q8KZohs3+ z*8l~G{jZwm*&+hRC*7{pdp(~>7=C*OTYP$~@yq{WrWb01=^L=Jc%|~MimO!FH5n5m z%nqXBPJK1pk+8$>DWG74?Co_!`_X!=;?0XL4GU>NQm}%1sBv3*ZOP_c>DV+xeKfL7 z$RCOJMLlpLN(3Z_S;K{O!Qmfu1j=i-dHARY362YVkh+I64zphezH_!vPyi!WV!tk1nYi!8bfn~Ev|NLl#6a4#9~+x#YrT?} zQ($TJK^p;zH9c>vHPE-Z{C6xAS|O=$OW^LR2qZGR6grFSl1EjyGm z$FHiao-7%L)Vsrka!Zg@dZQc5$)Z>*?Y5FE#o~}mNjVQ-D+bJ^oht>knpLWKop}c5 zkJzGsxznOJsXvjUkLsv-RWyV@*3>j6xFKnyod~FLp(>z(?;q?#C-D_DDH5{^e(C?) zA3;WNQDIy*_k|%ofEF7jni2-;jO&=yfF8**Wp9a<=Ga}|24N% zZIpAHv*!+#k#Z0rXH8LmZ3y0{-z;JKXR3icMxO#ol49gcnOEYD&Mq?u9oTUp4+Xjo zaU-lypPtR01m7ottM(M4G@82(en%-nE|e7@CmDph>~N^9CZhYmNLfM(jhK~8Dn{xR zkX1W+;cPS+8!1(Ftg-dE6M`WBo7_$IDE*o6=ieVSc^{@Lpw#cy{9{Sc77#Z?0Qm>~ zX$P0|(v3^oc>Gv?6^FH(To)+W_PH{x;5TlhwhI7+s{cfEbP}6$Z_&Vz4yWZ|+a)05 z{kX-^v_A{iR}u8s9XgKWT;s|Kc)MCC-^gVWL0r8kMxAB^L0kQ>^{mc_qYrh7Zvl9MI?U*;K&^rJE*f8*s0HUEcwaZqXEe7o%4dV z5QwLu0Q-T`s@3%;Uw0fxp8TF_WBW&w;=Bb1cicVKjXsuTT>TNMgmiWj`ia*~G|~|4 zcSS>6*KsPTYEA9WVU-NEH4IE-G1f2(SjbTx+s?yB9$v7*n%x)9w6riT;exzogRT4a zK1DKkT5eChIV5L{1M}XGH}V-y`|2L7T&YBKypD|ATB3zfMbw0+7Jp!x41e&WrL={Y ze(QE^{Fb%IQ(2HVbwN#pX}KAXU<<+MaaN$~=Hc$)RWxhJ4SwMr3qd@PG{hnmD5-7HU7iKYqev=%32)-(tw6`f({tEg`A8aC^kz*LM&g%h(6*VA0B?D+ znGuxT%;i#cE)1Rf;C%OMmtVEz87Y>_ka9930Eu6W4Wt=YC5@v<#Lybh+}b>J>L4Xc zQdIKnYi;TMR!~98o>J}SPFuI4-#~R&=W_z&gbOkwXLtE-3;$KEP@r1h-;HBQCZRra z-X^bH;R&D4vzlEIm!IUz+7l%@0i(&Vh4mC)E%>&?$IOQIN`3F0ORC(?PxV;e8DWQR zJ!7%LXH&1^G{yy}L*q6HHyX52cO(sQ6&dxYzCL%Vp*YBJX=S*3dJnks>EMR(vHgm* z8iF4|FYlZ%G{ZMlb(+RAqKoXOQsRRD*7WHG$T~tHL_R2Jusa)I;J;EXm;klPz*9AM z3*7qyBH@AB$SL(y0!4)^fRz$#Dl6?u=Q{hWoJp9hY$dKRwVFl~4d3PM0}6hE09tDP zR|uLtYJB3eC{rqbw)!}ULEvc``a8;VYex#uhO7oXJT^_X9imzLr19xLVUBkL<0a6# z&1f1rT198KOVZ5y$S%)fZ$E*H%;zykmy(k9X2!+@jWf(6)Rcy$B{cuXvzky#wR~EA zRNVY{qc^7t{VSM|1y_fv(IjWj^o7wI)wT5Xo#!RIi@G695 zTKDjV0VRKn%_(^}l8t$E`;>r?cZ3+V&ZggDkNAl%88TO;;Vkr zne?Khu{|L6`7aZT?ev(uZbGyj0a+VRPAb0W7mjCy_-rTCv)sw?YVnt3!C-F8XgiMx)TS1@^T&wdE{j1^YF zABDmNhUH6{vhRNq3VyPWZ$&)hIiP+STYr0=!2h)gS?Yu{ah~?|^(jd#?bK}+F<8pc zANVD}BA9`i;qq^+uodu_#DT-AKzey$ ziA#am&K|}3EGyG}pzZy18X&5B`S&lQk!NU&X?#%Xpa0ee@xPXpJ|# z`4a-v_6dDMP{CDK$q89X9qHY{?^tT0-kENm^+L13sjmHfua>Xf;O6O&#=>t`BBxRN zKd*3dXO?f)L``9fh8#Gsg9uH>YDY`1G*|Ui#aHo>l3nSLirjEW%g2>+XD?d8&1H|x z0U`#vFuou%%l@N45P0V8g>??k)ysA8e)g^qC;6Rw0-TN-KFX{mx=Z=9v%I*lnZJnQ zw@Sl#yW?Ijfr}KYm%SdM)nfi$w>bLvE8s)>_RHBZ=+P%HD90brk8h)I*yY{I9Y%yB zSI4>++SY&Fi|MI~JGu26+l1ahgs1Tc(Tz6uvIqKF>bk9PHJ>e^4`AJKE}!ocHmeL< zHriE?&2swd)q(9BYbw8_n;VC?VMYN7q0rE1kn8zDX%0g95xV*9GmF71;H0+&xyO6T z{2j008}XiQiA#%6elWR@?n5N{mz6QRaF86!9KkI>F{K>i) za{hZ^WTbC!DDD6z&y}a6JvUwZ*MC5H{qi@ARFb!M4rm(0$yf?=brrU{!5oV@L>riPnG`0)r_9IC2B{QM4T}4SW1wKPvyv+n)T- z9|g|CVv^{an&NVMuAh3EH5@&l`+9LZQdHWSnj`-;nAcF-k8Wlj{NdJG!H2Zp|EXR5 zFvEwr^6*AFyPIy&=yRjZwF(bwG~5CQdaVmG{ ziZX?n$cX<;9aNarbz&=~A(1*TuB(aNNlDm~tT*`ie2GNmmoWj#HrI2JYP7aglbBDZ ztBW$Z z$_rLzMKSx^PH;?p*$km`D9`4Gb>!2rRP_uK?n4(0XR0KX?y4X4gmRy!y)yD|eQ6{Y z^Mo*%QUsgk)`7u`E2PXp-M)@wv13&vqJ@RdNN_)9n+U6?)hxhPqwRJvE_dMb@zx?S z=aVH`RkP8W%Dm2Ju{I6OY4yW=L?-PSv_T+Cpk;*sJlaS(3^=3^10WVjfF33YaQC6N zVL@K}>Uf;MMN1R|Ch68cpxZM^0P#{hH$#yDF4n_L4B7ao6ixjNBdYxN0npuDj{HN8 zu}r|W_1XbdB;-m@OBUq5bQHJSe#X88)L!NW*qT1Wb^d@d0i*zf03+(s>W?Yhk?OSSNJFz*cUo89m0ipJ|2gYi!FI0JZZCV*_RTwzW zy~Xh+t2U!_+fxT7IB+_!ztt;tbhT^T0F57W*LqB*+bVNACs7nTwj{qf?AsnB6>; z{pefS%S+$=X~yltd9hMAbpD-?-%w6$&;*ndnq18v0g8qoLA8@h4ur3U9K`N{b2Ooxq!(kT(e%c^5~5GSkl0l z`Q#sh%U>3nV@NF4If}E>q!^Pne9E#T^;p@Z(1E9W3RU~@`T87d-($=qbqbe&_^Zj+ zH8t&sEjacgdGZPAT_bNC-Bd_J`%DyZkE4T}Ql@NtYgOR(t%H5~FyxUGhC0gMH3m=K z`?ANZ`#qCC`&{bhhUQ8Bon&AAWDhE^x{!OoAcMnf>Ow%uusULk&5beLv@7bEv-g6` z;H(f?CNppMD7Wc*&ch~F$-{cBGcx`-!`!i1?%=H0HSq3e3;_MLM#3XN3JH1|^R@G{ zL-3cK*#oI{#In>CtQ8I^rTYU3vk_nFX{ZyT?1s@#>r|z2WB813vo570rCA_=f|>eY))goxBN*R5ia!TCjljJ z>qfbq^D9IDso`u{dYFh{|G#P&kySm$iI=vrj*sw+%@zZ?Vi}LT!GfgUM`zxXIaWc> ztLp23ZnqR<*f3sxV5O|Ad?4yu!9(f>)uzj>f1|b7ce1&{#dQu9wK3IYHtr6Yc3wxP zl=Du{B$Y08KB|f8cuh$=_xB)!s5y#gT`!i%wsdqP`JP*HkM9o%+k9$UIA~@b`;HW$ijiy^lH6yDPi1 z9~8X+6|zw~)shBfg|U+UFDS4M{#>%|$=Kw4kZ)3TCFN}R)F~rzccuA6dyQA|6++$7 ztLEBV)-3+0(Z*Ti=fQy#ttwd}dATiFeDi{tl)>_8%K%hQ<7)-o_o$(~MBU0@1g!izn``CYEohWuGSAWtc+arU^CI*hbW z^P{QlP@MgrPGL>=ZtXP}10GClBp_5wdbl~ps$Yg+t^pZ8m+`_!qsg91_PndWyP7|$ zitkDY@SW5noH#R2YY8Q_8)GCaIWmg!(d|NgtXS6BQ(lhNJkzuGN0nPFfIZU<5Ryd= z=%5c~o>6%x;k(8#RQEnZL3>dX_fy!fqIal(E#ezMlyCH>0Z0=PvZED{Dvx+`iaa|| zulg#`)fFr;vw(U4s+542?uG@g4)rZgf32^cCFtGWHpcMIH_5gWod^)AsE!Z;~% z>oI}w<_`h~d2kNLKEu!lS#Yfnr{Ho@n7sq1&xM!?i&{f`;N`dV9J52(2C&i)T4=Vc zUOCSpAtCH-B>nygtYxl&uA?Mzq?E!)KG%WO^+(lQhO5yMRs$fCCUCOo8fE(i*ybDe zwR?C5S$^^7nh#`7V87MGC|XpE)okJaY`mNF;S3Kfw4z@j;5b^bCE#ujuPznXfDYZfQtg0})FJuE>wY za0#U80xekeSu?fO5cvw~#ko2l-Dys#)K~*eNUc~fupT0A3NV07qNT_`8_?y{B$r%Z z{F`Xf+gDKj8mO?;6HUr9cD-1rnCjp4FolyY2W<4fJsYz&CE#eqV_%o>uznGzlD)ig z?r(`papAdhotwMlDWzSZr<6HzI*`jimv7oyss0;~{ZcWFhwY2aFrG@xE^;04*#s)u zj2vWtwx_aV`5eT=%@{Hb?Ugu7qzbGp{KmI4scsmPP-oy>4Qu)75oN9(kSc>%e!MWV z+x!jc82SlUVrFsh^q?{YUa zS-$Z4E!}3UDvMro(_=Gz`;)GGo;i+Y4M?$hpe0J1C_jf4_C=dw zKCu@X-Tih0A*VE25)0*~u%5DHGGJob90xqr-<4k>umcMhcM}BhQ=1#iFKj3!LktHn z9j(oOK+)-y9`xyzMjswvzGG_Lho#5%jXcTSeAAR0=6jY{Qb74YNB6XGO&L+nU43Kz zvH{baO6nWP(272p*(vas%d@>1!g0|Y!M%6XS~39EXlNP-kNK(%qu1Z))|SSXrrfQq z4~;<+r$J0#&!~TE@RyrlpbTf* zYrx3djJ>CusxtW?T0q$q0;~1}hIxg>UQA1wgTbTw5(--r48Hf@gtzdA08&=?E$2)* z%f!>Vm-w!XHZGT`GyyoC8M&Dew3FKroGn5lK+Fr|bPA<1@1Smgzb&q+TOC~VFo8cRA0>j z6Vj+ZATsT>qlK$xAuWd&^N<@(&c2gxG%Eu zw6dmI70LxDW=`fFHrNwy40@L4?QSTTC@m-+UO2zHf~GGUyMIZSizi){V*7= zUtIQoAQJ6fo%XqOjnC9{SMZ|egY(O7Z-Bm9!`^1Ifh$&p{H|#lUl@5;cTA3V?PkJ= z`lrA}osT5D6K`d2BNxo>n`hl)N>p-D~p^n)~Wuz#=%aU)_Le{A?)4me7GkG znOR{EGu+MJk|xk3Xeif%?WS30{;v}G%Tq6fxzy*$x7ixEOmv6vg9N(d1$bW?G|PcJ z`U~`slO8bK&4Dp&kybP%n`?Cyu>t|g8to0qM9Z%f$Rv`%g#}3G)kFvTderykrlEa| zVW12nT2Iz@OKvvj z;81>{cn3FMRnywe$+6y31Xt~=5Vf{(hT504<740?Kl*b?tzRy4cI6BuO(m-b;~N$_ zb0lz+*5S!I(2pNGnj6y&;(ekvF^+kxFN$9dUv5PsV=(zB-5^r!g#V?t`gbOk)jVN3 zQ#CL)H~JlpxzPRtdg=)HgCtsjJ=;X`BD(D3=A;<>d2jTna15o|J%*dryjhWDkEzHS ztY3D=If;u;7Bk-?OoHWnJ3REf{J)$Hs;weBRv23o`wg57+--WWU0huQmw{M@I@eV@oEdWuT^HRjqZqwQ1aWMYRe*Sz*ty z{sT=b%lc1f4YX_bUrb1qi$J`=ECTX*agnGfBnpR zch*1ls3CIaqMc(d@-Q3&oby|kt=QH0i#&8eyoTXXs{igiT>|kb*hjP8&{X}R3KbFh7 z_-4-azMM?axBWY9NBq;x-QutUXYvr;8eD32RSD*ov0Vy#2PZd;=X-!-*~$Zvz~kbtmxee+T}|Ez&BOg9eTR&t zXLGRuJGRwR=L&0l1~W!RFZ$>1D^>gRVF4+ASelncCuz|AchXw}u+Uh6Fdn2E>VbQY zHD{NPULb3vV-5{Tfd(=9=~*$KnVEgM&NorhRK|u5BcoTwT0!Lp%rGUepI4Nn;dCy*NsH%ST<3bp zJ@q3v1A4Qz{6gwVYnR-edfrHy*XuyKTXsG6&SXl8VEIM0Pk?=%@$Y<|;OG)JV(U4e zY0Iap7dZH-@a|Q@#i!sDD_MY9aDx>VX2hwEttRNdQ~Hp)=`$V0058|l`UNX8gD{ed znkI9NNH-FwC1wq;5bRQWE_8;J?7 zNKaP_HTD1|D4wRu(UOmIj(hcz9In5p`QX6eokNdmsF>hmr)ovLTDa%(O6y<4xZLx| z$u*fe-@K}^pDyQds$zV;g0pWoogs`OXenb;0Bbvie&O-Xj{{p zn4`bS6Y#ty4S>j!J&Q7#IMD9QpV>L8T#pN-4QMk$jXkY7=hpW6@XXH1=3htuG+kO9lz@lHtpTjQP$?jiP7Ok`j@RiGtbLjtXXY3hH)YVk#C7?)14gjBsC#IuLiBhUIQ| zSR*guaDkr12=~1pa6>(0*$;rA}TkwE1-3tf4U|4jcuUtmP~(bsiU} z9pJmeD=5s5W%FN@?SEwK{lESnn}~HJMT(+{WrUnE&ks@%YG~rTn3In7(tRarA=K9g zMZ9NFZ}cCnWyrbaJrP-sJ`&l9KavW>(Hn{GY~d*A#+bCkRw_N7R+Q!>=eJ5 z(K1QkRB3P(yX$Lo^+lQr*5Zx%Sf&gucW}*5Pw=itHw1O@`SSo~|5&5uTVZ*7oU)XY zGv&9~pU^L(ToL515A!d||+z!%q-! zhKd=q#WS`T;eL4&{$}8@?z*Aj%+3@^IYA})9ALh(J0sN>Not>UEs9v= zh>Og(0N^TFfyOefx?iiT=5<=9ionM;0$zkyn7lGVAsxr^T2n5#`>uP~{!e-oi03Lr z|D013=^Z>Y1^LD$qn6uJBati)84Jhb!<%>`%kfT+r^lR%BoNLmpoTC=-?TV+8+uUM z9%Q9`YBc}8;ZA9%Wr0ESq6wj>{qZS;|Epk>6i*PTtbeJ4#&3>;{miJW`3fiSr8Ld0 zU4;ivJ=MU&*FbIViw~5DGP-42UO@{=YVC6gnU+FZq660*3I_1d^3Hr`h1tP-@*lS1 z`F{*zs(h^gkcE3h6FF6@Y_`y8Z%GYqQ6$(`+VaY6EQSbpqP)f46 zxU*=IL+s{{8+xs?w@Zq}Q;hXp9<#*%2TPm%YdAL8VIi_9? zxZcvfhX;T~4yfIW6}fkYU6E)lAhjk3DzEY6)!1ymT4R!H|08H+)J5bAiEo7LIzna+ zEm4pLuMM((HrX?f@(?Qy#4fEv3195vFPNJM^$3~Sk^?^(i}o~klLmbBi(5UK;WN#3nUiR&j{?Xqtm*3>EHI_{0{8}^PK&r7}R*{EWj$TmnQbk z&Dewj+co8WO_-c?v!R^0lj{AdArg%8gH~@xsch% z%KD10LkWK7zU|1Da(#irncJME$p0$h!e8u@*LPRT-EiPB`xrR&j^Igq6zk9SS*EY( zjNj?JyN{RY6tL8tbg3y@BJ)_--@jlu@yE4+?@QD}n9>#~cJff`BU;O!yGCuFbS{J> zo9IQCM-Rn;VYpKTB*WkrL*G*Z^jx8O5)iIJiq-yq)a@ppX(v3z>ScaUtHXVcZz2lj z-Bo{oR6Ow=g*Bei(Rys%JT%$lbb;;x%qA9$C?CtSwZ-Z+<$Gl*=QnEQ?wz=Luf+lq z8G!Uzy*vJ;5Y2HLtAtL?nhMN5PvC_Ha^_kdk&*)hj|f(kHjJDzrK{;O%~ReUQJ?3_ z7aN<-f2%tN1y8)S-_oB*z5Ue;B`_&=5FGm6=Q{mW!HMMBS9q>MA34g?V?NoX zCPMSMFFy314aK<)XWSV@;r#ZOLr2@pUET$`#uF@S?7iUCG@SG9EVF@Q;_3Y)bDwJq z+shy5_Mx1|`gV1%jjlrQr>uD7hPI~i6oE}ycUY-bEN8r?RnrD`{U)Y99$e3vfJ$Ks z;Ch>*%JRCsF`1~d@jHEh>-^eSo_wNKz1R4ST*6WN!UtNRwc9G;8ytx>^?C&7+Q(rN z-ui{ed-Pwh&V@UoN4cq&=P?)HxZh5l_d(|%71Ycikgu# zv<4?Kxu{b5)L8AFB-JR(1;J6WRgWxbhg#Z>135dYgx)tx=}wG!nfb)O>;jF=!mspV5E1`(~)1ASHr zkOM`sd&r%$o8WEtR{s-!?5(29H-93B8+H9o_o=8=Pyg5#)^5~~_8YgwgQV$-z5G3O z=epPlvyKo$UrLsc+-6;?@5!ZC&<48mcC)d=%t{@ZpCsFWfKJmT)iD20oELFLvQK1d zKlA*%pvA5|wt0*Q`PI)ve?WY{E#(3CD_#DM`rML<13g5nE8O0u6Td-@8TO92`DPod zEQO>dq0WyhpL5(1{#2~Mtc*I$Iw8tNrY$$m0Raf|{iJ#)YZsJGfRRR7JTKHrw*3pj z88-3jt}`+qV7M`lBW^dLqzNAStUfgIHP5$s`RtgRf;%nkGg@7HIonO~0|nkBR?+`j z0J-&un(3#f0)&zVe>GtCY_@#F=Cbys=yyNs7FR>Z9pEIf{BiLq-uRiud0tX`jYVj! z%VQ(H!i9CYhdpq&(RMaau}E!e5K&C-ZmJb=0KG0_Hw^>*#QbQe-|RGKeGhZjWYRbY&X!=T zeOVfW+N$Icl+-X9SI5P>VbqlF&df10@@vY7$6Kv+Ky-|{R|uAS9K~y)fAZRSZH)T85{aoSa>&oB(l47DwNP>bJ#E))vXh> z_^Rs}6E(}oIoaY)o8Xg4M$T`gg;s2@G7h5CSDJ|pLHp0keEE&`jyD~tzAXtE`OBTG znK_+H8v5MO8@}04ovptN8c)V}VztY9!~)q=yvZeHIpd{qiFFN6f$Uqesp-ifxIa;* zHQ7S54XYl5xO`;>zV`o?YppL7$Wo1{m8%?&KS({4XQh-kGrjb$?wEYmFk`5yTdFy0ESKe*jwnF z)0~w^QW?gIQQ`W(F=nB?;%iAnm$pP3A!XHjs(0?Ren`Scmk? zY@Z?@X7q7SZCppF*OJH(o{5Z|Db`i~OgoYK1M;-pEF_;&MI5xul`@~#-R^9@A;tvt zjA)wdj=Uma=d@Y%CB{aU*q@8Rq?Ov=#IL5KyEp~90*FQ{1K$I=z~hldUTrfMs&u=v zGr=m;0}=Zff3e;5aCtHyZN)9x_Qp2kbc4~>1o62;p&wVzQHf&)xKFkp~g?A0@ z($@xC#+=u_1kAnl#al@AhK%KSk4?(e){P*o8a3dIG&rc}d2QFF+S9sQcOxU-7ufNq zW=kJV#``6bb7$l0CpUq8N~vTBb_lpdBk&5z@)94}02r@QOZ*&0KWh~LJ9?@D^Fm^~ zy<)}rUZ?v;A25a93)!WH=Q4WW12jCdi=p^Sw z5lAB68HWlt8(PyZ_BKU%f%jsiXJBZVjb+4nH9Kzqa^zF49pam1aD%IY*`?fJ>a|w< zo7PYu9qx9Wwu6+x;`Z%z;iX@R1~j-|KiwCCjpVQsA6gpG$Z){7&)vCLgia>=%>|yF zK7!xk177IK4x;+}j`zlga~3n5p4&Jz!_j-p8Bk&4`H!=z=cPp_T=1*(- z*#0VN-N8dbDxCAI}axl~i>lS$EgY>{pVcYx%Y*VVb zCl8a&l9@aj=g}#x>I?l!ofZ+#A}mA69?6kuzrliJg~|TsWA(o5zo!N959Z|RT|7Qo zTi=iMcrQk*l>UEa^ESOW`3%OnlZGZ^r&+H#>zjfv-w~(oj5Rqt$G-n`LgQ69=X0zd zSV>rbWopuIJEf!^X5SVLY4Q?@nHt9Ga=0i8w1*GYz9` zze-sw5j%V|m)mJD%`f!C^6*JCha0*YCOt?lrQSH|<+ztN6|-~b)KXf-$M$%4+PEH( zYj;mTR=wCV7Y7@J>jc=13h#Sq^&T@P0Zr$kV@)!m4M@}eab6~nym37>LKx=0%@OlEo-e^Frxq(>F~bagJ{KK<9D8KF-65wE&$Ppx%R0l20Sn>M zvps8;ExX~Nzg4&?qCPM@>3(|R*!1pe&wUzibnMcp;n*yScOKsz0^p-ZZ11^kDB?Pg-ND3k*d& z$t%r0yjbSLgz+|w0zt*<^Sh-a$+Zhij0~GPUtfSDk#-~UGEgW^4nARxBB}DI_8aZ< zU&eceDGLD!!#W70E%@EFGzrhHe*HF|A--F|vaQ)z_0pxxA5eI{tEeG+xT=d*WAlmA zxvHo_^r~`5lm+XVah*OU{X779m@Vfsb(T@Y3yJ>&ni>83^2o{wFaPUsnF4*LBy@E@ z`PkNsk1gF6nFA7aF@(*JLZ%dmKV^i!!S;~-v9n#K)PXi^){Ql~m6&9}lqgaxc8-@J zB}Kh13jNI~cpU{v#Aq1Z=8(1$@13)jy*%}}Z9Pf{LH=nFm3ogc@eg0E9oBp;LBP%Awx6 zFrZ#Qc|H9ARBb@VfPRjkSehFa&k%_>ABMOR(`Nu#Yf144sPj4Qc^Lg;3`&@E?49hp zd%!}hgdfK7VT>PudJ*Sv+-@F%7e5af@vfsC93w1MU=QsR6E0nQp;U^GgM?4QEeYiF zozPRX(3So)J(H&TDyGua_;@6xcfnRV-U-($ZNp|U&g?YOwM zIdE5q%PLqLQ*$lV>=a@~B6`8Wc6SKx^lf#{njrR`?C~C+zU)#2MKvtxi< zUhu#Kr^3-k?Q150Sn-$S`;TjIj5>zKuQ~``@H+7APDv{}oxJDybaq~@U(!4`C?@ai zK_R5|{mZJ!SRV|&^$X-CL3@) zO00WHbW}OJ2ym*&Q3a<3(5Anw`{XhtIp_2-@MA&an68K8lMq|~XkL1XHQ=E8kGCYe z*t+PKn3<_+zOfqbyPcV1iZhK-`wFu?zo?`-dy5#$JKMpt5cJb?)Ee0j#&z3&MpHI3+u)2Hn7SAD^&ZK5JL17Vob#TC#tn=*6F6bBd|jv~@o? z00dIfLZL4L$~GrKrC*%_4TzSJ;!@(0RJr!Kvp*u3km0^BLlT&DEP;b=&zeRG5}zulp(WX1NAhepEvkZNv#3v(g{{Eqj_Ts&(cCn@;r zfGw-I{=JCh;lVloPR)VM?dYMz&-D-Rs^B+3RqZ0%`wDx>qw=NTb|WsN;BPOJ{wB|E z7We1oPW+h5SeTt9055nj!j0?uo?~mO%4meGI2}OG_CkZPB59|;`c-bTswEaFdtHQg z<{Oi3Ft~RJ1Ieu-5}O76bm34o8J3W;Ndt*pFPj@|?ML>CoKvYD84JH2z+>-;5F!VR z;29Z&ugATVQ{!;HQ@vYx>pSI>5P|?cc!E?WZ&z@vbpx@37y`DsjWjF6vP^#)%+^9n(8mN z+cGa~=srh&n$}eH@XgKfu9({?1?F^mP>_4iQa)JA05Qk3+jBungv7U{v~T=(tqXI) z6%Z@B4I|}=!X`*S#>HJ9!Rf78u=rP@BLn;X`JfRzAeN>3QtJu3wXI{m@jwf&OtTX( z`ua+oD>~P)Q&^?UnTddke(9`Cfs_kt985ONiLv|Rdwm=u4Q9fSfwu&>Ou{sf)-&5! z8%Ak5W4m4(mO5P;0Z$q)1scb~*a&feA?)8l?Ell(|F;3{U-NzvvNF@>O+hwe+aKA_f%Yv85%6tq_7JfwN?);c~h** z1LG(l*+9qC+{c}Kc1sV)rdB~(`^4Q&V1xYOeI-~K_UI&&-RPE{xMXZ47?*>b5Skph zdN|a2blVs~WLY2l`Ze7_w>~DG-Q@Kp)YfIi-=Iv}{n46r)a@!R-dNG=j+5n@OT*f< zq_sW?$6l84wFhi4zE_Afw0I4wB91y?k%7J%ocA15J6cAvykNFXemWq^)=wo%abXO^ zdl$Q10Bn^wUnjW>z1tR#+!t_}$PHU-i~1rSRC7;D0sO)4qwWtN{-UxMrCn{ZqdSts zf9>TTn!PMd{X0{l#r63eWmS%yUZ%m#PXuEz$;=6FC-k;~LBhar(QLxljez5W$59gM zAq*2(G`D_QPiv|g!bMw=xvtmq^xBD5u%uqps29v;`>_&SrzuVhu!cSQb^c>``S~5I z+WJwBWaLY6+@;k7|1ZEa+AJea)!w&AhO+Kxo!qY4i*uF*ch z#YMk0WEJx&KzKE~u{msGQk-{7=VUISIVRT%`!*h%1NKacoJp`ryhcNLCDpBAFt;DkU<2`BXh#rH$_6;_#>SuH&2t%&Fyveb#poB%^Ip5}Cyu)3Z}Vw2Bu)i)_t` z7sVNMmnpwWvrcTHe;=}-i*P}glJOwphJ?vk{gSzkx-pf&_2e4K;`Ih3CN?Y6CC!sMw zcsD>VZAp=*7};~p4lQ*gco-L4f8=+n1c))IA1G~aKgLnDDZMtD`V^;tiCF$nyehz# zp8MFY$bF_p=Rh zT711WWD)!{umNye)rG}=qXMkj|vD_BE#Zmg&6oRY~8`RyD?o?*nkC8nW1`>Wflt)M=V*Terz3_k0 zD2psq-;T~*Be3a~g9OOM5?)jcIX4>yvEMM$^Q-rM%`62ZL$0$eiyF zI!<27`eW*Lr_^L_UgW2&9Xm@ZxxY2-lOu+44gm=E*)c1C>b;8u);#>Ny}C$*vjpOW z@X5jW@0qjJOblYuMRKi2;pA~mVwDr17s&k&;@$!(u5H^EB}fPs5`sf;*Whk}0xAS| z3ob=bxH}{ef(Ca9ZiTxiID{1L65I*yu;0o)=j^-hf9Kr)T6^ucPn%Fn=UTPqV$Lzg z=%aT^IMvO_Kk~vng{;F|!&e0BhOa#AiC*m8x0#iEz{+ zp8Pt_QWjCJ2pyHgL1KC&iR6Y~7^46J+}kjmJXV}mC^>XgLj$m{{yy*hYnhq~Sy>7= z+DV|DS-&`Q?wfgiq!Puhh0q^J0i6EDt2H@_!gF9NMYo^d?^-`RcDv`f()Oi5|`-!?=yNpSA$FAnUi*_VSqJTr*C2n8T=itNLg8P>(nQo}}ax>q?-Kvp|0 z-0Sh=!}eVa#1x$%MP}=9x%hRuwjh zc-&}b?;9OP55@r;elC6*&gjfrIZIQ{_ze%#o_4hBCXai>JEN!4T>Tj{sj8>Sbvwc! znp(V+i8}YJqi(-1CEEjBwP^FHIwBV9krPK&w_4i|u1x~<=mI%{XA}9UTSN8J3{hwj zqL)u{-ET`HvWm-hA1;QJJ`T6IL@Hx)C7Nxct3kO$!Pec63T&i&6~FY5e;3kL&kW?f za21pF?Mujm{w$eW3twF!EjP<2qa&1!2iI|lFy4s_V{iQ`o|CFH zv&QIrh5HT&kSRd)2h!D(iNmf0^6&O01$qqtFF`=tn;yKHrn_o?(h%k}mEfL-Hafyz zmnLL@zFQ8UKVbOkSSfkDmS%2$FufYf^v%7E@|FC)|JERoJo88|%96aaX;{G%TByh7 z);!r2_)QvHUP2-XWluFY>IUs$^7s+m%Wrf@MHiwz%Y)52KAQQ6mVt(rILKF4TP56l zu~u+l4xzU~kLm!!L;%yK$zYV-shYm4yzP1Er*&FPRO_n3i35O1{J8~d7k}=mDt)(4 zVDL=g43Jr>jQ+`GU=$c z1+KOE(>)^wRpDxF6F}>~6p;-ZlX4V|boY!P+31zK&CQ9s+C&0rIp2I<5c`yA@T=u(Pd{FQ8_K`Y)!yPeyP;6t}QGV9FDP zc<@*PNJ@aHMlc9B>}==Klhu_g|SdtlWh@pCP^rP*xD&Z}2AL8+f?QrbLq+ z5`rxxLWfAB))XfA2wyKz*4Nk2GBB;n#N4M;0n~c}Bw|16+_8rsW+gfcO2UE9Mn&#LsfKr~>@t&$8uNE#r@lj9i+XXtV{-~>S+LvO(T($ap zr5*gIQgtWzn<5?-GDfB3799yx3=gvtc6Je@euWm?#obA`&*Z0PUM_RpI4Xw>z!_pM z47~<*kH4SF5*M9O^5grmFf^&VUkLi}K=}H}OXMT|93oe9>qjfl2AVrY;DzzN-C$Lk z2>+HS<)&;5<4Hb6Sy_FU))<*m79^G`V)>9+^j=YzDG3y$@V;F4v7LF!>N4HOy%qpm z2OoM@JF>GxS{Cz97&1JkywXTn(|MA{dYGbpp>9r1E{A6Qbdu76HAAc#+)9Y382|Z4vh?4dT z7%z9laA{nttDPuYkB^YEM{A@^Sq!GwELDK{m+1FSWl}U$H~6;>SH9_*r`@=jhz;e{ z*8uwn**sd&_z?@Hz91gpeZ)HZ&PH4#HM7q2&FO^&Qa5hLcL6_MgWbz2CANJ&R@RhW zZd56=2*7Bl6n~#u;h4X?%Mo0Q`qd^s8}{i}Ha(^nGj zrMRbE@ZwUFnWJz-PJcijFq<;B>sy=3CH+zC>|$IsQDy-Wj9poqCB4N4cvJ<8(m?Ia zEvNRpWJc7#Enp4MO;xY{wMK~rcidvV zor{A@eY;r$Ujd(vA75(6>8o&Ey|cfH=2?RCGWkFhLlKYE^;n_upr~+&6^5XIQ*Sxf zLucRc`HmzW2Hhwuk=1)1+2Afl$__yX{|B>+Hhb;8wnpenJ4bBv2SeC{8lXOc*v2s$ z;}rok3+8385tp0B0s>dQXpl)A5cu8voAIGC5c`Tz6P^{y4CWS)c%s|CR<7|$ zT5Q6;nU*RNC_Ri9el1WS7~EW|&4P~Mj?1_^^nm}U4P^YA3r}nL_%hdXS0ZZ6cowiN z>Ty`EN)@%{U975o)`(tJI|E;ltX9(-I$ zVry54Q~Du$bfFO%UYx^#b*-}7kQ7(lRjw~*E66iMO8eqra7*G-j{;$WpPk>hcmC{; zy~}5B@OUW?4}hFCr*{U1Lv;Ll^zl*YBn|ILv)&$TZL{>#2AhnVC7K@-ly6>VO5=$} zUmXHdDF>r>Hq2CU?;2|BO@d9ITiE-coIH3I!)y0Sxi7W7EYio#HWR^o}WcSl{$?gmsdBpzo8-q_6C0Gk0u>_bo*omXP9ZOF20eQj|2u~UvL#q2u? z79@p8xm$kXmHMfJJhN_xE>vSbMmMBO-e@wTGR2~+knZZ!b&lR>@w>>0ORU_v9Pwat z{G$@fr-#1n262j6N)xU)!L|AdP&Mw6(vtqAp86y4c=YoT1^7D;I(?|3&6H>8&IXO_ z`^B2*PK_*!(?h)7t#1Cfx49cyGUn2|xo#4q3|af^1Pynz7s{*-pZjQ9)}{}S#D@75 z86Gy*!LGTp$=dNjLYnAzPlAX1Sx|1aX>F!s7d;8}hHC?re=)?;$ru$1nVl8W)XQ^F z9JES9>9)$MWq~%uO$$8xQl52SI>w1Rt0;IoL{^IW8z9zMAf30273b`kr;DJu@6pwy zm3lZ_0{B$$UMgK&SnBYVdK}0Bq?0nH{<8*K$Glg$;R<2kq;A4lyLVcj4401=Y$zCFVlT*U}l8~#ulhOKspV$l=PP|QPWB36Hz21m*)ll6gvO~&74LQ73jgn$$ zK+CVerX>I+bRhW|A$Zr=^!N&>rw)SRzJct@4*h?XD>nh@qNxc$E{>J878mwUrIj~X zu0Z2MM&~kUCfBp%s<)C7y@Tna?@xgYHtSonHe$5p>geyz+5R~EQH)pH* z6;`I-zZJR?vWRr2wEyV5pj9}k&^8j9qX&2bJ=3gXKGth*+!X;%J+t{d*vhTwix29; zt+A9Q4Rj;Ob*Uy$NkbGW_^+rbo;PAqX!K+!8Sg(TAn?-V!TXS#S> z>dDK76^m?Kb|o&wx}Mq-?BngiSj` z*lYx;kFvMJ(otjk=XW3Z-W>emYwYkY)`ukaJ?O9nX7t^fQveh(nKz0w#0M}} zeF0~HUP8Y@B5ME9A;jQ`1u1M6;IUlO$nlGci2@uoe)aXJgGw?_{=rAl4`_h&(O~SB)&%>ez6iTk@22A&#uJSQuNpg` zkBKOw9f1WcEE+;_ggM5YsS=d8qQn#4t;&~|2k9xp=jO3rI1KY7U1%Ph^A$`Hxf6k% z-76rc^66!E0evLrSS=Mz05O%VO`PFsN=<81l<= zqTDt4r(>W^j<(>rWuJsp4@COK_OXJ4>!M)OCU`yE2k8G0Kbfgpr}*T}aY|=r02?XJ zSl7U7%^d)RBIhOPfoj>&KFlqQb-!X?gS@bxj$#pH-!C_jn7j09UC;PN5M>&3YaX4p zr$+&`*7Atf9@pSnF?;VlxO_PUz8ROFtb?j>)}@gN4j^Ka7rI9K?MFx@)tfphxzNV8 zrpoisA>!tN0HxCnrq01x1&5F;>!RhVN4q_5A4>_KZgw*{ANhI>93}!aR95oDeXjr2 zPUz0v7=VY?H;3d^iRZ&1otzAlvSx@|BLTqq8JOYfX)oS0cIXO_Jh>b&%iJ*iP7?Ua zD`Lt~ZqHXCrVTY{?$3Kj_hp&vttgV>o}Jm%^X*=vq$k~ zoSR9BqC1GMIrWi7h6SWEfo?4Zs&=qo^QA~gPY zb{ag=Nr_j#nROe+8iZmBW5`LqE1Ay&K=msz~EC3Bv_lSE7%7CV9Rn z?dZ>Fq&TCXD z7?>S!K6|Zvi>c4J3%R%$-+|B#!FPsfo#{?`+U4%tt&Z?J2kZD7zRat&P3AN>23n(* z`IXIVZ3~vh@Fz;vj9E=_Fe(u)3B7xjr6!5VsyD!QAk#3%F}2ix=JI|hp|6tefMP2v zA2zEqKO?=NFZ=98qL>1unljyZWrU$X7p%Lv?R!IH#*p0!VVDHs7p1cyG2kLG#(l#K z2>=kTNdNj(HzWkj?UE>)ax()^DG(y0Haui$ic9uh8Wc};bJqy)RLl_ZUp*kEDojvv z-pT;MrfBDzseAlKfi2yM9iD7_Xq1Z#j1qzU0F4D>1CRQ3oQDButF;mln8_8nRydb+xQu3$_&X1V(#4&6?b7<)F^rG5);K0Msp4^YdSH(v zA}^13k_{<=&NFC20A(P@b|!7@G3867vo$K^|E$ zG2b|fZFSDBcVlNg{N<8;+db&oOj?ILsjTe%y!;3(>g=CZA3)m#E54ZbAlXXus`pZm z-~p3X;^%7GT=y|hHaV4}o^H3(h_wORE)I#{q{0ooRILiMhYW)5h|lt!A0v~I%bq^D z>j5ZNRD8?lAN;5RKUNPVv>woC3ibb0CHdn2i|tO$4Pjd&=k_eCOo#jV*SWC_kESOm z`tTpkjOyGNed2A?cm#9FQNG?{99)jsy8_ba=|PT;IAs8$sTltax9$(5GGFcPi$rHK z1^1}c)7wmAO=UN`Wu>}cUek*m4tv)wBCRE3Rv5#H9<6zl&)do;W4WeP^~6gnm-h$hv&&N4O6Td7EEtLdbI7la zab8)7IuI*XN&-xx?q~h39Z8<0y~Vp_b#0v71?87LOC3<&flHN=coAi^p zF(*TKB=}9|edk5S!5oIEx3_wN#Kw9R$qW9qiw{8+uVZ#%h8+0jU-u=YtUW!r`rW1= zZ~vm)kSVH~dOL!_lEI}b#Gr&8Qt;+jwroRnw05j@AK?yNcyvX+99n+uanX_Q|5p9>zU@29o0A6D5H5Y+!<48dy*HKc+Ff;j0`M<5^_`XH zz8N`iK`bF(63Lj9Gr)fM28y9q!ud2om?Z>qzf-Mj$eMDr2*a52Uj2v2-~SZ#vmrTv z9Xf7(C2#Svmvp?Im{38J*oR9z_`v=lI>&gSl?C`*`TrDxD<74_2b2tJ|3JDv20E|b zdT&{?dVUgXy?=_vY0fbr$BenGO?{jGts$r8Zw~1=T>)mreu)*TlKB2rXUo?|b^kc; zC9R^EExZ4(vB}*xNcs2CfK`SFuK2AQSH#KAt51x5sa5YND_kSnk)))k-f=8eZBUo- zq5fncy7lA@9#eZ^$B35EtXb^YJH%=@m;>qBo$Ys+rx{~y4_wI>eovKN_|cw3S=LY@ zh?!yH>o=a~^6<6! z52UZ2fb%tkU0E^}LK7~R2&TQ=trucFUoGl#_AZg4YB{DObVFR?6HjSTTuE?_^Imi0 zjIvFM_&@8^&Hf%K~|Q{qk7vf7B<=eG7p-u|Zo^ii_@ zEMKbEH0rQQu2RS78O3ERxu2Xl0r_$H^qcwOnN{<;S7A#K`EG|E7+%i3zMv{lU+R{W z{F3gOkSfv;&&+3}OToOVrV%q{SF;?Yypz~IQ~y_v8gzBBcV9Watd@v)0QC`;AylwU!S z&iYsMpDH#W`x3w>w<0PHg;`1=Luh4UqD#sFT8i+%W*>EP4p77FuhtU*Pk&3;%z2OE zeFyH{)vnRilXFD3@hHqZmJ@F_z|-v+U97zCgKcUQYw3a3l9cu9_@aA zl@Sy@RZVvcdM^|;V8^*m4yzBXL;zY4c2jQE_Ox}UW$a&?Q+cvj-eKWhD4S{cO|Ft5 z&I$Rao@cE##R1%A%dCBSQX>paWOa(~4u86Gb^FBMC1p(o2yM61+S1#(^lGUG;VFGQ zCgAm>CXLE{Tn9CCGp&uxX(W>(BaZsuN)@p-R&y4O4k*{AUTly~D{;TTH~1Cf+&AKV zSs_zjA2Nm-v_v09N35wDz=V?3K2qyX0H*kIkwS<3DxixBg@iFCs&&%-O1oL&?z|P~ zh~5MFXmDs2&Q8q_EBVYhCnxiIXA;I`a?(%_XHjtJZnfNfmmta+N%oT|MUih_HnaMz zaf9FA@?Yc7MR+^TFO}+g2qF;o#B)B2rf&0+wp-`n!Ti#wys9h;5AYzl~ zd~P;uJ%SFz6`x3a?AYr11Bs^NYV^OYO@ly4&K*bZue=|8Bu-cX*cavBS6nny&_({+ z3ICU;PcxT!Xe`<+Ta37@;k1e>h%{jiZ)5C5+nn_pm*|EfIe|qnH(e$0$*=W5tqpV; zaHlGs-mJI2YiFwgP0_gTYvB}hjZ=r;5m|{$Cn%JX=-+Mb=l8TnpafICDV0cY+OAjGJ(^E{;qO|@+dxVm-tQrA7U!Mi0|Vrx3|ZA%lf|Y|%-MS}=jp!4`p;22`6Zxm1Y3Nf z57&-d#x%DF48W~nNi+TMa_T8|n8wBF%Z+=7-18Eu(O3Z0t}kD!KvH-ZBM5sx8MT0E zvqKub=$mt?Se0J<-SN|F*{qNy<))JLZLJ6zeP2Chx`F4>zbiycWd}XkO36IIc}FaS zJc}Bo<5gn?Bsyg$xod0V+FRw!yxF_V$Huny#h4$sz)!p}JSeSOT*@#Lo!JC4V1|kz zA9R)!C{iFzUDP+XynRozND6vr)o`0i9B1Xve+sAaOWcmdSME-)Lo$r=zLynxoRvG1 zO^)^PtMtR6HekmQq|d#@9fdZ>NGJ7-zwDd-Jn8Q)(+gN;e%N*p}n_KUx4 zOW{cT!Hziy>D-`k_zL99+7o2TxDy!^R6uMB$Fx2DbE2op>_%W@15xZ+LX>PYMtr)6 z@it_J=rqoJSdg?_)#C@!g%6^cX3|OkW5V?=;u%)@yN}KD8HbZpHXC= zbbqO9g`jlSOR?gK>2_onr@}~4t=Xw2Gp&0;tuUIH^RsL${yErWuGr#I3Y7QiIzQF| zAYJAPV8&a$RQ=SOkuyhyPHF8!AaQt%I4RMZnu=rPFK8|cY?iDVRF!x!MA~Lgka29y z+vv(%pd5c42N2jk95Y5|Zw7wQg6Bz|ECXy@f-xG$^>0)Ri^AaYX%jzcod}J_r z8ER*zBbTSQz{~!%?F6gh4#}Tr;`lrp2QIB%56HD|{+4U!ibPPKAy-z=OxJWvBEla02W`Q4u8p?9YwrW@Z}JnHA}*h4I9vWCk+S6# z6Ci`T>bwJd_lhWQma`bL_1#;V*v0CrAl9u<{sbZQ2?BHo$UE(gvHP=g+g`riLzmy} zFhLK;^MK-^V#DaKwMGH=IoIItU5A@0F}-3*b`mdCiAHThYlDWgbVJz^kCW7Z83qAP zTkIl_cp1l#(<`z$9FwG zcx21{ag&x7rCJ977jqtT(V-2j#UgKb-W`V?D}6Q}cV43XqQ|om;&xO0?Jli=yAnW) zAsF|16gRfrurAV)&jT5d>$+RI1nT|skrW*ZcAF!@rb)%h_&w0~N52<+_n$Xzx_it5 zwkI9)*pKU~=l0E*nm?L=ydO8q3sq+@$8i>EHpvxQ-=A4*}ZKoW+=_~1> z>w8EIi3e<6N!*9NiE@s++XIS04fSOBT8b*sVr3KHP0X@S)UU6tJ35azWx5WNFN*=- zUv6thCC|Tc9AX*BmCorsMP=P=88{pU2t3tmwzZ`9r$%g++yvNLEkTS&2aByu@ey}l-7yJi545I$8u%gE7ebybI_~}$N?xjU-9@yV)a?#Ddb7oUZ8lO{p}c=R3rc%67l#< z%luNkIDkmhtw>4qnt$VC335jR7S4qDea=k)S6Vzzbj%cg`mYg%xj#;fY)) zzl8Ii_Q%NGY(!UPqqEVzu3_i@Wd2BkH_jl$lk88vz&iWFg*}zxEams$I{Vg=uyJ|u z#%uIFJplWBaCTCoOqY~o>|dUoI1h9tZnd0zSR(kG?#|c%<4+?2_z4>uyUV;IS~>={ zS#?zV))ZU|y6q6pwW5%!DM*)t4;8 z^9s$bK7bLah}h9TQ+dorK|HqlS%H_`oe4-4 zO5!k=s352yhv1<`65zXN5+i4UknrPcRgl$2frY>KWq(^Xg{HFI)W)o-c)+I1D0D2G zcNb323K*h`Wdqfl?-QqP*qNc!e_gazucR#aTcXSs{Ph|60Rz_zm+ z115MI@$`ziKT(DEHK=pm<0eDbbuxQh2 zjy5(TEZFO0Bt1=G8bB_Lb1cN}4Cl?^3;fi1mKUdBp~j70ek)#$k7(@OY83$$UfyCyT5 zz7m!>h_Tun_WKzaXE1701;UvSj@BJ(ns8Ab03lE3RSC%xf|vs$cvo?TV)%w1S@xYz zt($ABc>U+oP#ojyRpdst!a}CIQiJ2g4GT)~tP;(vG0b+AoD^LqRNcsnIzP%zSkSxT z=nP=&etu2EzOOITH&zcnSg8v(0qCg!(ys{2#4xf(y2NjzApDU3)arlVPVe;ajNQ&7>-^F{n z>W2H%Scn1ghPpUe;oNp=anDUX{zh=gP6 zaI5>G20*~NvvA8jY%`+lP38JJZF+am^cgjntKSZN%9WAYZv}Mf)D`k}r`_Md4iil1 zSe##0zkUAb+?E5tkbG2ag(9lvx3yk;7r#uRvIxIl`%TmI`MDGUyzJy1p!H=>w=WLK zld(kkQ(P2VxM%V1dzDAf6SfL&(N?X)dQTb_H2|Hr$*I5fzN?bgJgZwJRP{TRz z_OCju%S1Aq7s^hp0F$(J;MtF5Ko=NUP%$&co~`OCalvk5c~CA^`uv9?2CKEt=rGbzc-GK+WJ?_?Dkko}u+6GXFMbCVCC)~vRt`1jJW zKE09##z;VG9m&jaZo6KJ{Z8uf@=Dl~=P8J-flEGO&pHKL8$Y_bK#cw%ekHkFKp*HS zi^tD2={iq_F_+`Ujg8bTXZhtzgpr9%%$^s#nwJ!m|AEa9_8qlMthxhGEPQNeQ(DmT zvaO&6wfZ>_IDP^UcKyIt*Q55Mj#EG8OY2X+e)6mvcU*$&W&%Oi{IW#){$pXpQ4HJd z`sZ7mCWhEGLAdraE)md35VXh?GI@L}>Hs9A-S=;A;m9#dZnF!?wK z8aMH9uY0Oy0chM3ZomOg(s^@UsOZWU5u;o9@$A}Cl)_?D=;iCIXczz z`OAPa@*}ZeO1nny4&Y@V^*N1hHTw*_Q^)gt<8Xc)N>%+hci(&+Afch~SCAa>g<(f= z_G9UiWgEO#9}R-A#4~-0!fE{*n*eZkEHyM&e}Kg!3~1bSE>?hhc8ekO7boYEj>|ok zlADtFXd|!Wjg|d(zxc#Ci>cIV!zG9t-gmiQjHy47(6h-Laso&QCNGL#ghzUjv1;FD z+v+BJ|Gew?Q2>6S&>+v|8oF+I`&nO~we{oCZ-CnOB`6c9J;B1vPDy;CpVHwRL}j(> z0Y6}stsaYMAAWXfl$6lqF20!&FkCxUC-(Z4>wNBdTnvm{%hGY?nUQus@)zWg- zS~W&90We=Hvo%EGZ6QSGT z*w+w^AhAd!;V{edPLUAYmyk0gRYmN)&%}7b5u=TE^D$X(PbHt`gh4D&kvm_EyqF4j z39`6)ujb417Lqe#<)*WWJMR39+c(6EM>cCRU%rSrqjMg6#|HLVeF8aF@I(ZIJSdui^&T2@_!Scbx}Tkyvshm$bzf z1mP?*Kg1`?q)Hc+vbf^ANAm!P0^lns4|&OOvqTVvqXHt0V1bt)vD9sSwCBu|ZJwgg zP?C{Fn^7(Xn6V?-CAaJ-#*Uvsv{EYoThwdkdl}LFB;vdOo2>p3+b=H`zm}2U!=NcL zVajWn;tAs%86`}QTq7QJB2OX_C@DWR9QJB(-bL^hU!s0yW$_N)#%*KeN%7)pEE0y_v2NbZCxFnL+Hm0}7?-uG2DLU=xS172uFI0+p^*TeXWfeUhtXpV5wwzl99IA6E){cF(@qCEt`m;ppMznlF9G&ZLJ zwGX+}550~XA>CT_0R%015?9<)ZJwp(oyvwT1TCBeqGpLVZC~wt5~7SaBnp(2Cq{X1 zY)4}9W_BC6Q7WrqRbuWP0L`}T3K#a*H=HcKHb$&h3Dla4`;HSDl{>=0tqSVV^Y%a;hcs8&01i0l+Nz9`_8bIEWb|Ya@Sk|o8TwemCet~B)=WS_L@@88-hr_*T|nmyayK;#JZGmR`*RptWUIp1h{W`}I9 zXw5C_*VPi+i>73(Qv^B(p7V_ktPEXOXdS}Lek6$hj9q+F*l6&R(yQq{128N`VE#u0 z{=MO^gmT&`DjkL&*P+Ido2N+2`-|J)f3oAaRD9Y5wJt>FJ2l*($lJmc`^eXU{*iN~ z*}LK(ntP*TqpW`LJD`{G)0br)GB-rac`*YtSe-%i6i{W`98Q{VDi#dFKvmrtqRIX% z;-L~nH$l?V&GEzed^y#rwSna&VMH?`G2~NB?Pz~Dt5Vt zHXv_)MA4|o4nDOz2KB_i;KsLg{YuRHNFCts`1}+IRlVD}3w9Kd4hJ z%u|xl?Pu&qP=gz?B;wlOYo_Y$suJ{Sw~-6^io!yCp{{s`^kEDiILYMc$N`e=@AEu1&dbW~c?(7l_p8cFOgafl zNJug7m&MQK&pN`p2xAOWs8j6MVhyo>GFIXTMAlizcG?t1Dg zPZe=H(V+L*aAtm9(NW}@JFngBnQmBm#IYoCb1O#SaKVn2+gMxO&;Z?N9|Ngct{|JT z^T1Y}a-qJ#S9lkFc?x@EZZ7+`B()FcT1YPt_PzD4?EE-y=)eu7vh!=P{Bzq&*%MxV zY3zBy8$bg3k5{NY4iZR!b_*c8Vtf9QRIXJvIb{Gb;hDX&Bk$h72Vm*q_vNPWvU3I+CG)gEso9M zYdB#)?HAM$6r;CQqcDz>SwU&=t!CZUtkjxTU5mfR}7EH^n8biE}gJO+&lW<0V-s zba#~bv1aH?4h3D}p`yjbFK9B()d?s^QMC~xM# zy=ml07~z4>tR(%z$)kTX-M;|WOt~bVU1%Sf0)r~ftD&)ughHa)IFVvAFDUAfHKq4re`$feCE>nwN+|^o=1EPgZ<2U z`wR!k8kiyd(>16LDeo=%9Byp;9hB;O7lK&qK{EIcq2zyihyU-#BBnW&GI9+U%LRH! zSToa_aVNr%Vo%kpDpwCrp5W#-J}ziz4B4e-Zv`lau3`cS;tF+icJz#!+qp%C@NuFn0)hJRLvgWy*D zA3JmgMlr+7-VGJMo6*(DtDYygUQ#T2M6&+#H1k`4Kne3!*pdV{gpjwN#4HNjNgyXT z`81z=kBtE<4T7yMtF+J0^VvIyg=~|Ef@U0!F(?!5G_)&Ap!^fe`^e@}ciiP#v}I_U z%CE(+lTQr3QMYPe*BEAT9{FC2J`cheS*N%S57%*w$vk*F4bK_pti4wnCL~GSpo*vJ zOdwuEb?-s4H+-i*3));%CVvhXII@_`Y`+dT*G}0EO*6#IjG;ttg82Y0jP@2#{2by! zhag18M3OFW*LfXc$D*WNqoj@V8c|m6~t_u3qMz436LQ zlz`K$K|dF@B#C*S;-L5KIQtpczm~SGqr^(QS%qA%(caaK~I()d&Pbc5eh%db8!SD^@K zP(v>ya61Lvg5a@zPDh5ik2aJ_aBa!oPXOSa3f7K0#%Bx{vlov=oE$Um9W~fH>!-1x zFt;RS2fty#m=D+;-`=C6Y=fYB)`+Ji%@LQe1_qw83~brR+)p}RqH)6rR}Wo@n!^|L z=z=ug4{ENHM^x^jpJihYgJgu)$Dy(ZFf7Jd#t_-(J$=;mnHXZj@0wydR`@Dawubnf z(ow!%C#7boj2^l^PGojvB*eSFb;MhbR$O#c7mtlB(>KC+RjFT#%-$wNn+{}04DSxx zU0k}~*zCp*Ki$-?iw~WMYDE1RI3B3YN5a@XAu3Sq$^I~oA4whY^Jh-1#Laz4-yN-5 zI7aQpB!i(?LIU;khyv%{!#wA)@4GWQ&$BraE?T76L#%h3P z(5=2LO7U2M+JQvY9oh4uJhA4mcDdH(LSPAERE5ICjm!W-`jAUI zYp~Geqq^$x!U2^7v!QURS&s=NX*4$#M?wcCt(IyKPW=S^dI2DzxSrMw?u( zpPF{q@l)ZNUqB}N{;QHgvJdVup@Pm_DAV^Y#E@g~q<7-ut=`*UTC+P5jZ1{1Di#dP z8|et6O%z)1a5umyJ5D5F%~DM#-Dk>v%B0)JQJQC<0};?V1__;7q&#sxiRl*-yo6^k zV3-{fHqmzPkw-r5Ws$UH{(0%%qcXZ$5dK3V!Ba=;>Qcx70lHzCR^i20%LYEZ&GqT>o;UcDW;!>Bo`|Y@O>O^)c?5*)# z+t;;x+HknLN{tzmuRP24!I`9YI-&DgcB#{Kvssu4B_oz>m{Pa7wV}?tg>?+hA|rdX zfNh6#j;aZ1u+ckA5Gzk{M*hmvI;Mb|H0gMCYG{c6DAG7*t=lVdETT+4@oSs>(5pKE z%-JH?!D@ZG5g0XriGokvx}333GDZhy{QeR5Y;QH z-=CtQoa(NoE}jk+oM4!Vl?5iJw7spple&Y6nFXheg&V}oLQU>9CZ{&U+{K!T>(wi6 zOipi4)8jxCIp_3v-B>i@g&S7vGYck9b%WTl(S2WcMz zX`h@wMAOAFpQ+FUdAK~Qd#ps6&-^GCN5Q|CMeK}$^F}14Fq=a2%h~3(s6$ZMP*L4V zWpdi|bMHYFY_-@E)0$)jIs+v4na14;lC&Eu3N;j82^wNWquY6c!2qN0fz#6$d|hG^ zQ$`1>h@Pu-F3VrT{MmZ%z&Q4&0AAm5_um+-d==w)j z@x#Y#>W}?7-uJ3v@9oDp(zSxQcUV6YLD_FmH=J6hP<@v*D1?)e2O=M2~VpgSp6F}D5k$AGTM_a8TPfZiWej+=Of~lcL^*OfcEKI?i%#oGaU{gG<7x;?`7JXnD@=(x4Oj!QM&vC5YAB9^@mrNX} z>201H3Tqa1{*m*tV&Yxp`UEa#NI+f%yBFKYSNXd@{UQyg%9>0~JemR%am?>zH2MQV z6^?Np7d0$gJYeIzu!Md2J)a<4X$pR8bUq~Xe0NhpCMHQ8d7HIo&$^Ml1KFg~X%)#w z?Z_WDng{nLq@t2SR~>}yNzW!C@r=J}Jt@MfPJ1D5{E3i3G-Rr*`KdeU?Yq$%+ObYk z_JE&qp2`OM2lCu69uChIpSyUKBoqp*X=Ho3GKWVsOQ{my)CHF-w2&nGbRQs`mhM<9 zb>L!QTQ;2~uU^*_-K>&Vu^0E`zn5*NM9yXD%v)Aqk0ZR~GR8;Z3;-|CERr0I<<8z8 zRd`r~1&pzbHJNDb8qpcz8t3S~j4)kKQx^$_Ts^8h5sjPRa9m4&7O8#{?|=c>eAV;P z_j&N+vV})}yxq7+d*r=xo!!(^_2HH6wE-Hc=Uc@DwsWkN^$V-XCU0LNf zby1jwq}>NEMA%Jo+1u4oYc&GiJsox?=n7>YD7;oh>=t@oH1K!qD3Ol}9cSvhE_9Mk z9M)Lm4p}ii9JBg11^4z0f{!s+(m@)RD+So!R}yg;g`N+i`dfiHZ&xACdUq`m+4_Z8 zi@sqt?JTFY$MTsT9#6*Zz@Cn#gAbSu1|>-b8@lVxe2XYVjMmz#-lL0X?b|rV?-_kC z5pbD{6%ZvZZ%dq$d$i$edxi1^_09Gx^h^|NGVrRJ_=-QiC*q4d>yuS^q`_i5yMb~m6MDYCZhFkMBR(?M26fk*}ATLzK zSU`@?tKE%4we^AQuys1d@`GXu_5|?;GUzSo_0lui=gEMWr7gk6Wet05XfpL@-*v)r zHFBDoF{Ma4!}2)f**KkeetaD#R*GGoR*asD0%Yi)GxtwRU%SyV2Qw&MzWgN(5+`^M-=s#&7iU zpBw*hzVY)Fb@mnIF<#C%g!UFZ7*Zlc#bYa?t;(aVzMUU`2Z};z&%=$!=3k}5NAwg| z4OvCye;-qSk4yiDW2&5!iRb@+gQ~drU!y1AtG^GPT8}V0sh&*uie4P^qgez2?m%Vz~A5d zskksX6-`{6ARbiuzpHyi_2*whz@&L?@1f7mCB(yx$zUkxTt{g&pkXmR6zOH3Lh2EUls5OPyyv%dxWTX{;GhN ziwY?J+{4R51(biS@Kf>f|Ft4S#ruzQ#DSlGy@9+!0$hK41@rY4qb&wh`Ph~#8i(vw zntw!x-p%OACO%_3s$B=om)3uL?qV|h{oBzmp)HwBxc20s94)G8^QuL6N9Cy&IYbUHjY~Y8`XgpIguV z7(G>06IX!BQTP?`nr2bI=)0lqpq*Tm$jXd1^3T>XrZckZLuZpHtQ$j5O6T*=aQn<} zIfO2*E;8i|9p5`%xxP5ux}x{tqonfBKCrdbIz=+*d$Vv9{qNE#2MS-QC?C(%s$N0us_G-Q6H1-AI=p zASEpzt#CJZj>lh*f8GDCb!9D?nLYbs?|HuGjpu#885RDb{ps60%&`e%z`;LKljVK62nN33%C1o>8YLinbohCx4Jd?*R6UT_Zwk;xnDdsUE$6= zQcX8a(&D`M>Ec?lc-wFGh)FB1HOt!7PT`MNd(ceHd@kS4Owt`%j@{EAN{tiv)VYG8 zW!_0~Q@QP!g~P>{P#Z$~&JA$(LvJN!5hftw`i@S?RWTssflf)=TphE&)--U=EJ%8N z!G*adt>>P}%$Dl;I;7(s@m-JSm8R@GVpofGizcqUR?90wX#vT%9ARFBZZ$54{q?CY zKtkQ{T^KYFSa^N*cfsH@x&iLMLR5bv0?E_ z0&!xkCrg)&*Pxr(AZQ<%72e8fekhD7f}GtnblL!;c*g#@o^e9ERVcw{*R=VVrJLRR zFxvSqrXyoTG0C)UB0{zsGQ23oHBnltN6oMt^Q%h^s$8jg*4$I+p2V)=sx3SNW0$OCOS06pt z26)rEW?NLMXP}?=iFWYeF`q7yL|`}fl)nIfr4A|%wo~8xtGnBHIY^4N{S>;7v|!yC z3<;s*jn3}4?fB;)!gAmY+L5*9Z<~0?)L<)1ce;0)>Z^twf$&WhcV)~JavaX$;6Oi= zPQhqIh{OzjAT&g+#@B>LxdK+|Hd8`qjIIUqI*>&XcHGlq27ANrKgVRSB*ia295;jL z6SXy-8nN&?ryl5u9whLn;xp=JD8rZ&(a%s@x=GEt35s8Qd@|Mx!4f=;ooJV1l$Eo= z0WBvK$0Zkps+y^iG!UG}fB^G8v3E{UQ&5wH6x0zi4KllwmBv>HA(DN@hQnlzGNG5K z=NKmnu9HaC2gLHFtG(Kme)t=hC&qVUCo#i3#$u% z+$2{8zlDI6Xq9G-9H*ZtsTHO?j1BPxTF{V}8mfzZ?eoHm^}L2)lB?=?;MEjDbD$b0 zWD6>x*h@L`oS@2zC}8d`e-OUbNa;vd7 zjC4>3?2;uThm=qIou?3VI2%KCh{WGvNEvSSXc8F1;tl1-qNK1mjlnb(5ge32Sky0I zcf5cH$zOMm2njgF3WL2&kDSnaZ!X!)3)UrJ4~ElHCL*ZT^)e7hInxV(3D+khv#DA_MleD-wk7r3G_Y(AxG>r$41}2NqZ4VLJfwgbP)@tjyUmdW zr?{?S2`$m^g-T+92TF5{3=9fb*UuAzIT$O2B<3ed7(oRs5Q^)2Jn=ss0f}Pp7{eE0 zh?gg3K97AV4Duy7Ur3UH>f%Vkk)o%M{o`f!8z{h%CqExC9?GE&A=&gG(}g%yHsgE5Vxdk}RO90>F0dvm1W=|CajBCbzJEnuBQED7JGM&iKX zJ`s={Y?%QnP#G4D1HzgB<3(i`Xr!8ntR+hbW(-pczE_4@>uRQ8v{Hs)f~yXCW(4Pu zlT@7l=7^a@nIzS_g&&M{n{Fa|{zV1hX>2u)W;8AQHNq>6O%7FCI_6Eg* zC+5ZGq!wtHK)Vk3NWlJK&?c9Jgr(FbO{l>9p!lc3#L~4!1^I{rI&4$f3TSg&Z6Th1 zy4;*NSMlnOw|MRXAX|B7K{|Nv*POsWg9V?W2s24OBT^vAnF<%IPSk<4qQfVNvQ&cO zsYI>W;sk+9RgbY%PqV&4WSlSnR#PM_fv#;Omkfw0T+_rXA$$oW&{|XTtT|E!I8YB8 zWR&q`Y;b<%=d1;v$TIN@Gdd1PzPvD32@-)`xR@FqHYU?;#VLKZAwjZ$Lg0!)?DlFj zKFC;yKA_58nbq|k#KpjVk!nJleAO8a1CcjNC=E1DgX%X-e8zQC{DaWL$~`;vq!7(t1ZaS^Q^c2Gou9qs&yVy`YJ;)qnE)5|ZZ-a7S2TN}nzwjZ>0gF;`p zin@>#>3o955LWhYUWh|L(j?&m1yhwmcsCkQA#-D%UEPP$!DlcpSy@WvVvx^h@^TJc zjEMHcS4^C^D0R?-;B%%0SZ7T5D`V&5UrdBK=`88Np*TO}@Hd zlbDz2gE{W&q@+Tv6{Cq+>IXJ{WL-`;6l8O>VreMyBK0a?G(VD1kMCG4-Lfl+0TxP%4Y_DRepfaXWZFo27$!U)&gXTHY@WJaN|W4IfA+gY*W7 zhwc=p{oK`T;Ys;thVfsiO2?2ig=sZ}nav*245mAMv9=B#ex7wabA!!)`T1(+RKdMz zVEJ(NZ4fJoIBnG&&00xgc5!X`RHCzSC8Z+y03@?UoU@wp?@yv%Xq&?dhY(2YU&{9UF z%Z5o9A@o#0u2>x7!CoLr%Pd0_Z$IK;L*1E7M`Pm?xWl@<2+2HnPTG;KI&A`rM*5zx zc%Qb`ZF{nOPK6hh;;cS9VhhhV*&XVyQ99(F zn_6cxrD2`z-O2jUM~W%U*p+uAHxcB|7QY)VR(`L&KpF|_VyBy^7BsrPk`r8&uxXX7gP!_4z8HDp9v3>@iiSndMr z!kd9oG$?E)lT2neFHwWz@Dyq-Ex0ibxOGp_P;!-hu5B=n)*y0w@li zh|47+d8x|vSQV8o-Xy(l)No>Tt)4_#-7I*XwpuPgwEBEI`C?<}G{XCQcANmDZ+!nE zVTX=S&qZ!Zm5ve$wc&LSDBo4ZIbHCP4;11#g3b$oJbO$bbwu6dWCkYF@Wii_y8!cWQ z)hyn1$6xyx4`E?-HGBHJX`ORfewJ^|yu`LV)4mZ2J@d>AbRK7?K%pk(%{DaodN>PN zdb`pEr0WM6mO0Kj(4_E$x@=ZXRzlPDw&KcGj9ENpb6;8geaH^XIF4m9!VqXn(089J zJdY@m%MxnMOMzJeal6#!Qf5AyKmx_&%`PXUj4m!byOhaz!$hvR>}LtOKTNWD1_Wn} zWJ-xm>0SG2TweNMcqy~0CJ@CVUp*?dcXl4Aarn#J*JpVuz`!mCXTuViL+=CUfLmUQ zep$l;tL3_TCH!Q}#)61g>KF^CX26}8cKcQPJSn$b%Ciy?kZIP4DEA!&) zwi=vz9RCsP+N-&*EVbc~r9h;w!=kRXEr-^5i@^YQBu$*I$FXLPCEnriLuZq4L?-*x zVZ=GL#$f|aX^IC@VocMBlk%K}9%QZB@(mdhLg$t*DiBDjh}DwRQV)pjpb4!2Q{Rd9 zs=fLaR!D_+2U*R_IEhGd_&h5t!VbKv)g+7XS}P0>W$Mj!Vx5s2!cT!BJ&aR-sT$wFMQZ$rtO(xoo8qa4QIjA1gwI8x~x4b zp@BZ8yhVDACXs})KiY#n4xlneH94-g}D3Xb+^m2aY! z$Yfej<3yIQT}=if^?U_pa&LPILM@k6*9M0e?>lIMw4}vwY>E5gY ziKiU&FKAxw3oIEeG^-P9N1{XlE1JP$i-cwHuDOXov{t5*K|e)NAF>^K z3+-WorFL|io90v?8i^L3r!q%vOg*2WvNK+CyF55DH=q;+wHFprN}|~&{{+P|zdM0# z6x=y^xVyq`t-xb1gPR*lCH133*^@fZI{nDZlQdmwB@*#2y8WXF5nF8RaCchsvfz}! zq3)d`W|p)x$0RP(d}%_)G2!8~Z3|UoJw95vaP>)NaQL8uYpZpu_w_0fQyK6lO5E?C zF_|URW%7IR;0mS*jIUex><6{`7RL!Sm(M4ytk>_mQ1FVLEW7lKLpXcz_M~5W%YP0J zEhOJ9dH$M@xm#-^lMMYEC zwQzHbd>jYXG9Q5jJ3wl1-`;Vu+ej(L69U@=dYN*6Xm`-bztV^{A5pMHx<1CoS0d)s z+H@?SEx(n7&bz9pa4vy_kCH&GLYh*Mf^#u0FO*vNOWK~*7 z*7MBS$LQCL+zvq1k%2PKe`c>ar(H;`!h2EEyh~n!A5RbQ?4>DffmNjf9DwuNLbyD}n>3#W% zs(%lH_vJIm-{`7L0Hy8^{rdm0uFCQsOR50T_fhwK5KsRS4;k5hkPfHenOIfqhjxI0 zAW5I}{rdgb9>mu_zMm2c8`L*tl3t0K6Y86mNw37j4E0Su1sr9B`lgBkBwALeZ$d1+ z5(_8PHw_c8$q4mL^#q*D4E0Sk1)R$c^-ZS*48{ueO@0NO%MA5R6a}2i3iVA>1)R$X z^-abFoXZaNO`UxZgrU9(!hoZkP~T))z}wiNzNxQ(ql{4B1Yf|p%uwI-Vt}IjM`8a# znf~KTJ__NFdNn`>r&n<_uywLGa5S+s0+b#k|ESFiEB{sH=i~cxj0c_fk3obCoJ=0H zYI;RwB_&NYYQcwpTEr%-#D+%128O~0HinKC1^_MH{87>tF>x|-w6K3D<+FUN(?5QS zhY_DfaOt${x0VOUVIqyVQ{9uzC6bd5dS)b|CF2=**JfgHaha$a6JSl?>NEO zAsJkrYfO;}mz5rZL8d&<@rT6pyakrjDv|e0dOwh~0=wbynQrzMkvkQ;wZ<2trDL=Y)eRQ?y3sXC?FrUH@x zc0aS4mt?oM+m7N4T_)O3TZl2(Ww!}b`Yey_h0oKFylpYl2KL50yp8%1s3Vie@WD1T znSY(nkMs9GM@hv_)z;#n34`GAYAMnG0FbCH-~|g?v%k=xl>p2SCnLbbFtBxgxZ;2g zxW_7h&UYvt-VdlE{W$?S9!dd!e5`+h!9S?}Ix&K9-2@1tml=WB0#>t18oRQsD^HR&Z=-C3 z`8jku`(^I-OOXl{W$ky6hG*o50bNJqBQ2B)mRkq>2{>c8(eeJ$F95ffqZM_0GVuA9 z^eR@lTFCp!Ik__UuXsJ$_n+}nkylZY6nw->T=+X)${sd`cGkb*!}M7F`w^dq3-=F1 z`T-vRB!7z!8w2w{N8_Q2_OE%w_G1C}AJCw|MS#}9(8_7Vhl~zlS`#6J`RXI-4~Kh1 za(lE{cW|TqmM#D%cL1HVI$AcruL|+0SQ<{`9&o<_S7A5DK7p~@{QB3Ypy>ezeEgqf zPCY6{3YVBa!qN&7i;f|Oi}~^ahLwTgpJVcacl{@}jSb+EzIUWOVAA~uLnsNl6kI5!ArOH1V!7lJ zbL0{VK{|^hwZTKVhdQ{gY2F%44weGb)l&a_Y(|j}#G8{f^4-D8l$y z_5G0|e{cq1a30OwLs#H;6ZT(IbHz@KugY~3D38GgBJyfmu5F&6R8-_y>QrJ%q zDO)(K&iMh3*1NenX@W378SZJh5wgXJl}O-AvVq*vE)E$8YGgCq;De(_gT)-XaxMH8 zV6dbYRlLC4b4bnei#>=YDQ4N`8Uq);NQ&#%ht)OO1Sp*!@h1Wd)_A`X2;itiSk_Z}HR*&i^k!SblIRfbBoo!NU13*zo}RzX8W@ z*&*@f|0{M}W+_Ac4IV$lH{XL}brp3vA(?LuU+iD9gXI@f^#@)4x9s>KivMTE>UZqO z5q|f-b>{$fXam^6`M?emMe5m^IkpFOc2W}^4}Zy#m|Gx0 zx0d4D35xFsrS_bjgity0S2P~;uAkYVq9P`wruEI8%YH}WClB)5@Qe8u_x>30{=Fml z$M6dfi+v{x3(G%uB|mhF{T>}AM%Eu)N$jI50ffm!?B)?vQ&OsE8eIMe_5o{vwsH%U z;WvjhE8TBC(Y9}Duevs1UkFFkRmzzJLXUIxvY>g(RRI^M^`rAh`!(0c;cWE2fVL^v{@z2`edyOMUY{>fbRH1mvF9 zzeSSqj|}v$kl>e;^arEI@K;E{$n;lC!2H+}^$<%i06M511_1p05m7&Ge>?Jz|9^j- zo#}z=3f;ppP`!wU6LMw8eV-*zjWuX{rUQuccmBaJ{N*+u4TDP4zcLJ; zOO)<@okWk)%g>WYQ&~+)S@xS@5dA)heliTdhL%jfL^F?lY=3VNSbvyDfbBo+!M_SE zIUf-GH$eG0-0vZPS@sC=0~%7J9FC*I)KazK7kCklVTeE|?6)c)5eDZL=i_#&3Af>5 zoGifiXShFWhxn8%4L7n7Y=dF8gn^C=l5^SF-4D3SmcVP&tv%LTS7nh!9AKBsB#o7{_q`7cTXw!cHc^3U^N&L2Gd z?@cq~FH!zqd2p%J^AI{1QPp?wpaX)K_PGe5cO4`Ge`3+NQepH17K`+VPr(nX4S!|1li4>6Rne>?{ybD6BCgmIY}`OJWG={1)&q zu5P;HvH?oeX7@Rp=12A!pwA3R%Z*jz=;6 zXE=marDZk$P>IC9!|{{%_-!!4^m8!scqM;FmVZ$7{)4cR^Z#0*Aj~h7)&xYAp8{qa zN?}}bS#Ym-WtW&3mL)G%hRhaS=c9Fiub<=TCA{Hcdr8JGPV&*ho~9H8Bg`TlYNI$P z_E0wLk{p2symsGvo_J_yONDJV4FC_+13VIc!GrekaGM7|9k>8({7z?Ra@m0YDaU|B zhSa1I3A(*Zr(PgDCm3`u`X#XP(_i6vERg&RkA#|rgplwzwkUpw=XbV?@#h@u@yh)U zj{n+r{hJEK&usZF7(xDj21oYarNoa#s-NKyQj(RI|04;L{FiVr|6;uUi9Ye)yOIZo z^~VSOuRQzz+;}Pd-gxn-|4ZX_>Zx@7D?1(wg+Ifgs;n-g{zsT4^c{|$jMuNBFY_-} z>kps*cTRyBT)4#a5q9iBRVDsGRRsxJ z$=u2LmxTwCH_A!BqVia?{TUS{X=!=6Z#tg1;O|iRy-WGUhW)=#DmWjez`sG7-^E}5 z>vS>M=|>&uKTj7+|1Mp8ETjL7j*6D5hKlqzkD~lLbbjRwt}duzKIj>0!;k;6pXo`Qad- zL~mgK$ISp9cfVDNogdx^=rDM!ZVK9(S(^a#5_)AoAzzIEu$Ycs*22jNP-A|~#sInq z`?s}l0CQ}@M8Nh~>HMoC`MCevxd-(}O_Gs-gNc*r&jKYY8^@1rA?+L<-YT=RJIlAG zghM3pE@b;&LnAUtLtOE(2*9c3*@U$u3z#O7{sKTR%>@Di{jnJ+G%99rZLA7F$3{Ty zfhn$O8tAs_DpV(Ll&ujPB63kj$Vra5k7WfuU4FH`|9I@>cEou}bNSxsEw3B408sTC z@HGY-ORE~}&+^{kZ)VSuU7W*qUo-%5nB2)ylbkgT8}+)Qzxh1aeIz=fwSDs%XtWII zg-K+kb~{6P))X88iL;9<&DF=GTRVtYsOOxGkr+vCSBCx{c}2|JXtiso%IPIRb1Sv^ zI*sZ(Q9(yXxYS&*zZ`H*-3Jvq`wY~MSM%JkJdwXVeT8bkMFzNs=IX-YN;(?_(h3kl zs^tQ>ehM(r7K<;)!jl5+ZJ1 zPyPf&6JnbJ=c52ybV8c~3T&|ghBHuS?1u zdAlc4KR9dxWKrR1XV}v{qUY>5K{fW|%T;$^GD4UTFz%sphYL+{8RdH(h}I0X^adhQzsi56=t-d6X^ z&H@MA&0QCQKW~y3?A8GCF4Ef(X4(Pk4u&6H4P&_nTl|j0@tLerXD~*s3z>7*c{N_+ z#4-;!{Tpt3;PG64(-(c{8c)5##Gzv_t*MIB>mmIOi%IP&0%faHrwC@RXr)pj@ty_P z)taOAR2nr^>t0~4cHdsF2FJ{Jx+LFVpI(#e1E^;Ibb~L73Sxo5;VO-mxKQKkkCLz3BAoXC<{yJe=N%A^H zMXKGpwoIRcJG5;#kZsSc14Kv6YBl$w)d6ou(0v;97t$wSP1U{Cv-ZmzD>IC>Mw^5U zsbc8zHpz<1G9>t}N;DS=GCV@QFx_?bDb}~-8N{8v)8=&!JmYUvo6*=mxO(HPn#M08 zHDln37HwelF}Z6_pyI& zy6=Y4kfp$q72q_3o#zqVD>B-PW1Y_uZ@LoZR1MN%TSNi&B{+M5X;4=GJFBZtEKBLszlGu_SSZ zFfDLfd^WT9lRRlV0r^hpD^%>KEvK2zpdp!dmEt%W~Cp$pu!e3W|mo=USS4b9ky7tP!E3S4H_2uau%{{YU5dH@Kr@Bq-fNcupSgjyj z%%?-K^v}$)d2u>F2ri7dR?}Kn-7tY%y|`$%3YLWIc38SR6YP~=$E-a>z2JHmcneC* z7oa>8%3@o1b%kqOC!P~uB@$qxe~%E|_0AfnH57eKU5K)1I(B=P?bAk)c_?plP-dS@ zGd}yoNB&;<#jtANy8ysF&)#XGcLaC#kZgBz=>iiUfMkfz8TagfW2b3?RS*;R%}O?= z)Axq0yYxVR(a8xphIo=S0Ok5hy8MZ@dx0kuPJi7p(`l#{JgkiBF)C45C&BSDkX@O$ zd(H&mGY{LgLrI!=Ii&CkgqYhbxP| zs(pHy!97qY%*7pLrjKe{H2YGP*di}84<2ouZi;ncQAN1uO;dTY>lj)`+(qhF``}z3 z+QY*WYrafo9S#tTOr$_xJRXtBPX*N&YSV`XSUloI7W9csF!Isv>zx*>t!Z-~^z5lC zUJqGktOcoYN!x|c+@akoeY}_(vp$=X$xz_!uzY4B>XAC2qowprMPqIF?Z}t|SM650 zjO3_foP2(pC>_ZhMDA*gMBkFVzGfp>$La=Dv5b`#V z#9E0E%XS@cMJ?xN^G8_Q^IJZ7rM<5%yv!xjDzGf3qlv{bk>p$=kS1(1eH}CG#y;pP z$yt!B{rQyFb5Uq(RHl@Gb*UAL1ngabSix>#rGSwa2b}F3j2f7|Wz(UO-3k!9HIyU<36PCDy>ebHn393L`8oqWYZ6^}A%N`Sle{hB#fX`k zS_MnWQ!Lk_xKU64GJ(-Ca~V}*O783>l7fE!-l)D*gqs2{9A%VJ_87St6>CXtXC7e% z{}W(lHFy%Qg3S@q5U{Uv3)Sqmc}8N;ib>MYndl~-lIrtPW6X4~ky#@*sVSgPEILGz zu8grH3c$Ij2^l)$W!!De> zcT6`-XSu)`FlZU&Er)3W1Rt0*k!`pG1mXctlU)MAC3NZG(X1T~5PS_u6>!vl0nLo1 z1aB>?ns#(LP4K!pA~#V`r}IU6(WRGz(>`m5AhnJkd((9wjHZuQW+#8TafhI%x`zwh zbTgJRF-eraX}$nFQ(a{i*GI60Y-zB}oar-RNUpcu0bvaMz1=)k&BR6TUnWQ2UlS72 zoaj!VJvW0pV+(F@5^oqIsj-X$an79}6+#Z>w<#;OJJZ2}zact9w?s4@#<2i>j=^Jh z<*Lp7iD*S<4hgW#eewr!3NLf!tfvT*(*<#ww*W+2B0D@WoL^6aFJAy|C8Jsa(| z^17YU@pLm9y*Y=k^>f|SYR=D^+?ItmBgzH0z1;%gA{a5Vvl#QgH#P=Dx%>16X|r2wk#4_De;S}N%q0l ze1`QD)F`152He2zUyFLbI_@pFLTI=FS~e52OK8^Bu*^in z#ri0tDdB4O1~2LarxVvEO>hrkA3DjijZjFG3yXk%cOezIKQ)>`F5Vd@p=W96)d2j< zER^8^%~igmtyGVhNp%p_@ux?^U({#?6EQEsbq8qV#h&+bT0Nok=3ApUB|#{W9sRI# zEq1CX5H^WbwO})AJYD4?ZgEw*dqe{(Z|NXzCClPL1nDurLEf@~bIzwj`SHTsCGh$c zhirpkAomdgE5{R_z4`Yd1E4W0ioO-^_Uw~dqN2U!QO@y|#M>65h2&LKYX-h%8#QhC zZ?zs&DzX9uegf=_LOv>$syraMz4sH4YzhguU;Crq=U2^SPLJ9w|RLqW0ddCvg#ds!FM}Ar@kxCTLO#@+-J%WKn zS8v&ztY9k}G+=M|0oN_y*Nz$Q7 z(z_8F9TPOa)Pjmprj}791=Atgx*07^PToLT8r2|o-LTHdbrxJScV&_hi=optl;; z6DA=z&mk~DFvCSO42?o!nv#?RIMSOKpg19bMa3wT9zwXo8Mmc$bT~DY=?jA?VS^WJ$d zX*(1vBL~X!lA2ZmZFQ@B{Ym>Vb5_ojlN9&oc%GOt#0FJP4IDD(xPm9z@`En~PyA|y z%h@S>4`2ut@#7A1vfXnNDD3jDnx>FH=t(y{_j3%zI6}W)fv9yUcsH2Z{@(pW4Qop3I(R{Lj3(9&WhXd2jdmYxl&3_w z!WcfM1TWJgQQ3+^H$&yMgtg;E#Cd^uU-&6bjTFh9ufwy8r!_)zw^VWGd)JsO9JM6! zN2pFxUVW*kVV^`94E$?Hw2igwUU$_m)KAPkpWeW<@Yh!-AXRwHc^JdPQFF<;muIXfzskCkhmpX$f zRZymh$$Y4#$NzzipN(4hEXU(jzV|d$7(*bPDtHTAVza5aZCPD>Z8zKWdHxu>kZPHO zc9q!q9t=`WT^kx2zSHYcqLuSC*!mgq2<2 zz6#VCXTLh864kUVY~%ff7;J3tMJ?ECpP+@_Io9!stA&}h&SJ4A4M{T;#q*)FbHbs8 zVw3H<>gmX8$R%tgoGkezhro*J$bhGqi5V2`o?k{p!G6sx-iKV7DBJ%GwPJu9R_Sz# zgd2n^x5q^etJcn)UKy7uOI5I#CgrEbM)}#yZ1=FK(qoSSsFX>i>r`h5dJ|_B=$%42+w-Et>HvoUTQT<{8{@(HfrRL z{qK&Qr}CQHyN+{wL!Z-&tA7>bqRULW^0a8JSH_A1-F0wEJiAK} zIE{3z*uAQCY;6j5G*w&NxFF=NtD@!ghiwKj*Dy1UckAF2wYWG~uQF?uo50;rkv$Jr zHsE-tsufsg)~e6uxVW28_agkMWMh7QFKAvyqHw)r^d$+Y$FkALh+~9?$D&5eyTVD- zgS@A3!s;Wv)Kk)SnWvu*<9CevQI~L#ar&`$eCxqX7X)Q)q4*~kAY0^SIXsf8+(9T^Y*ZDNnLtK=hhN)4HaPwLQP}EVQpJT!-s6meKG{G zbCsjXjg3!7PKU~J=i*F7A)>E4P$7?w3^@`)~TVs)o@`sq45TcHBm-6yMC{x3C(FYc?_@5M%QzG3Z5-0C6%ZeVY>B6ZJ(1hPP;)eSX=B(+;D9+OVl5mwx8hKkDlbyMO8HfSte9*Es-c`akIFYzzSH z{bAkKANu-Z#pnlp{bB##(AQbmS=s*7*O?g^e{4eQL$|S4nLW?&T7BnpO_UxROd>s~ zjW3yIEkr;R3m-3A3%w@=NwP+lePoJ^q#{FwAuAZgMNx^=wD(+xqE3h0Zd=|)AMa_DnAg%RC5S7t^y;K8Z14#0iK=Wy0p_(goYE=@qJ`p>7? zpMHH+slP*x8^#AZ_)K=xgSS^=wM+Mj1SW~6>D$+^>M{FfjmS!L`>XZ}f?~@FXnC+bHj( z`9wQK?)`CLv7W#B;GBB#2Pl{t@oRxEtNmO3w!^|y*D~*sS(I34tDoQzj)8olB|}_( zqcZnK=mf?HOCtwC#Xin&!~pjhw6;FAr~|!qSkW3Jn?8I;fL=8V+u+4W#T=TI^weFA zTa;+Ox-l^-&gLPQJ>@f5>SKTIbz7}#f<@2NHH;VQJmr0!Jm|^mhwjLHf%k@T7ksx# z^6R^88Mhw(b|3K1>`*+cCB3!3(B{oHr#XfvoEdWsnMTy%stMzlhn49gtKOnv5ItA8 za7F%@@b)VxeHX;1r(Fgdz<$D^OnoUYOhD_NT26-StUI=0v^wzG_Lwn*-hM*;f)i8M zVvSd3D!sroH+HiCj%L6WS^M=s`9l7*Hq`6N(-(JjOmDMu%kJ!wBz8PLa7t@eYL`wj z`F&!v0RS2okHLB)(dG`acd!2OH1%@+vA4 zQf-R!e1i<9m#{7Q6sNBpG|xRY_l0sWbxM{_@694vW1@}GWepFtREQg-)Fs%Z5O)c8DR)_Sad)$Mv?~*PKwr11 z`|9#p57jTwI?>uBrOf8SP-Ia$EPzxAqFi)az&2&W=6xdZ?I-0M)HUNv>V{i`ojR@w zmdl0{#0wl*$KNz~(lNHZ0mc(dP3gzJhV=}rb94Gy_zRD_P6y6AcWPIm^muB7iKpv8Wl3Vy&l79E&gmJz>{X!Y zj#(u*=enNC500^s;_`IK~KumGPL0!$=hQ0^b$4b)+9LZlKSBkA_^6*r2!Lo#5N| zs?O8p{>U^@uZq}Si{Ct}ya>Ii+qbkTMIYt2I!aY_GF2ZhrEp71yvxsTHZODy6{gKl zWLSBXmCQ{`&TVCB8cORUrDZAQ7-!fph-3!2g=b?RFdGT-TBSVGNiHP2fq*fvhynPu zRC!3ei!-Z!X-Pb*PJYWai|l-Jp_LG_jV11kYC;*F?Ch$&l_iWi-T9< zLWXo7*-NqD9zkjqdD|H6S;lP7&mmuV4dma*-ij*6r8jI>ZbmphCo7s@2{FB4si2RT z-kZ#*ws@6B0YVzpHg(3@B>r}Kxf?7K-6Js5b6+WIz{ZW^3+fgZTUb3DZao?AibbhF zorPEv%f8z5i`QzwAWfx{r<0#-7_pr}GfFbG%_^iRyspiy(;fDp`}*OfS@Z;XqQLh`A(&_pY7I%%a$y@ z^tp%#E1q8RHe$vb($ZJ?tQNfM(!kDa*9N#rupFUhXFA0FgoBsG>#kYb6W9l7{2yQ8 zjRk(H4dC^lW3{Wz&*iZk!H~Chmhv==OLN`Jw-PcPmvLb{qe~y8fr_bjDj{-a&5tAJ zi!#(AP?!gX3`2{>V&$KrYLAyQu6Q+r1NqJpRIhw~izvM?v=g)x=%xgzCb&V`#s?UGrlitq7_qO`JP3j(GfDiYphcNWG?9os(# z>0sRsgd_UgRnXy}6#{q5&`g!-n+XG zW~D_%VgniY2yRg$?KWv{yHZ(uPa%+6&Ku=(`?sLUjKfp;8Wsl*X&8-MZKX;m)a5Cl zyOT?$ML*Z2h^}DPQK=-7LCl7{rnMjExFF}o;dfLVc)N^%d#91QH8MH##XCFbUjcB%k;Gp z-!OfKa-61yI?+dq%B2x0Xn5Y2>Q{*8E2OF++Iyu?cKN!J?OEnI>Zc+W26mFiuivM8 z+9hoZ%SB&d3@SWh{IZ$4r75W?c}C2*d|cWn_NqzjLW6i^PNIm_F@Uvp0xQ)lYP41? zV@~2FE7NpZfiV@ENkm*J33Y^_B1s5kwsGGJVY;G0`J_HF@JNzs<8d1qebYjC45}Bp z`{yOgBW*UaA7{md*A5lVtCs39$dp5dw2=2wbw4$-Z|y;6yib|cD0~ZeinrB1l^%-2 zp!~B;o1A#N%f1PO@-bJ3)EJ=L8jmtw#+$FP)2p%XVl}fA+b6#AQpCO)Kh~-|o7uL( zb%%pGkvf@+!oJXeKCXwd#daVjV<&1xj8E6jUOluq+m%PTI;R5kXMAZca;UP(YrY3b zD~j|K=xpdDSI0k4m@T%l`w)}EF@d;;XjCn|TISN?lDw^!7lqv^-lq5*o7D}4&2!0T zGOCj9(mt#HlHRg&o*r;bfJ&zgpN@lZ>Vj#wVtakkA$pEiAZ? z(4eMo)==wnIV!}$UL@7TW|8y&&SiCiF;}Gj%DUZf&G~FPg!2Ai``leQ=oLr)1a5}Z z{f@;w$VAvR%=KjUy1P6T73i>zyjCl@@#Mt) z6xcZ9H06#rnI9yNz++#VoH%Rc%(3?JOo6qGqrE$M z-Dl)N+gP=S_O5>~JIA(M?lWiI+fjRC6iz0b6{HM>>yJ;9VO9gFqM)!p_fc0A9+a3Os6;$V2QEfAB@dU1o|oe0>xqxXqoZNt@- zqB#fE0ZwKAi_yJ3&boAnXUs+0BNion%G0%x`e{NGZw=|Y%M(V4MkR-71HDrb6yOv{ zKHTh2z7(cUK|6%uusUku83}JT)D4mdLMJYzJ#u8MBU#( zGqQNLnXY|%Y+!U)wd#Bf+V1GyE`ALLS-QK*XdiZi1PwhqJUj+5*6(xlu<Q zPxGn&WHtC>Vg=}o`rf$2{&$HL`#&aD54(RQR{wS5(&J+D9}=s7+9v;3;}RniGY7|? znH3ucJNpmI{SH07yp;zM?^9E~NEgL4+N^_sbgs4f#n{;T+g?O$g^l)rVp|L35+>Qe zgbG+262!zUSO^J=AejqEPO%B3ks1gqRc;D^4S|!lTCm5UP1Sp_!Ws)Nkx#+D$!gSeLdba zx@c@6-!6eC0Jt&JvskM%#a^~n`c3G78nQ$IV}cxKHAnO8%;`ILff=)K^TaFS!$Go@iR=10bG*9Sm$M!<&N=P(<%#3kNMdpK;@+_YqpI^c-P|v7?ALQ7iSy$ zWsD2tVBe!7YaGf$M5D8Qhb5zNT?)fUGouiCraD6x1Re7yCI!!^?|Jg~83WzVG?}ng z6eJ-X7J!#T;2Nnd4eb@uS}2Vs2=Az-3IrV|mE*RQ9TDGG)c4iHHQ*X7n}4?=aqmwh0G&B9zIyAc(j*Hmi?T#eWCu7#FM_>CH-xE|%m3x!Aoky4dGIRb1LG zaGCr0I7M(Zh-Dwht@o8Na!bbfaKDBDAc}oMLoq?o5#e zWdfE;wAa4Jd=!1Vy!Xf%e)DOgD#k5K+|QPGyGK8-8Za(8x=ai zJFpY438QP(e4%H^kIW@sdRJLk(tlfk*bh9t67`olREkh&G_*1vD2>a=Qb#XVlT|M_~5+@Q{`o80m7m8Hh zNh&`h=vwp4AO-gm-08U{Y%p59Gwg~B^dHjVOiTN#lV~BsVjFQFSHTS2pkklzH~w#-#9PI%hUpcCY@XDrWeRT zk7Q~uQA!f!D0bPFn5^E`VZ`;540A|M!|ie1jAo@bb&Y`u$cT=qSbzH9v@_%74)G@w^1rSHx>^B8$_nf0*<+zmEp3MN<6)|pTr7R zYD)lKGHcY9Qg28K#coSv4)9(PjQfmud_~ozmwWKpGm}r4of*EOEia%IKAWF19f%*9 z<4rXoJ7}Z0FVaVEG-ueW5gNNi=AE%aRoe{9d}qyQOU~@SnWb4?;hvWn&K4;p!*LLz z>OkEg41aGqGUHU$WI?gK1_&2L*T?MN%9O`s?TYo+CC2HJ>n#y^O0qEYh$3>JW%0Gb zQD~!Od2>;DukSf13bNe+JiJPQXC-hnz9hEd*gOQ2<_^e`1quEe0O~SZ}l-z zRsojJ79Lp_1>lfFf4y|fPpAhfxSaJ!>^nJ~>#hw!wy=iJebZD<2y zmIWzeIvc~1-hK768;QE3at*L)1!bNbWVez(&^=twP!2<^?BOs4+z6qWPVEPl_iIs0 zZ|17WQ2iD~SXnqf7tiYb?qv5vaP~-&sXwVyvjE%eOzceSiu(m+HPXY4y2I~%xX<Q^Q@0^+l(~;hvi`T z#Q8+cdI8qAotTFOD6AL_TX1dPimK4Cg3a0NB0 zQ93qi_WDTI99rMSc|n;lyqqRWuaw+%f57^zt-x}t+?-l>SbuR?tkjroaa9mn4J8_f zg?>+{>pDnNptBpiGm-mU6fZ$dl_Iacm!Ygoi@zCHblA$Y_++D(p(l8#Zxn$|=blVp zSL`7y=$bliDudF4fdYEhT5Y%&1WTlq#nGgkc&|vSN~7lw3tQew;Q&KrUTUIb`jXRf z(q;S-m--==I+pW1tfZa~YCryDQc*dud?UcOcUdyepK7x(re$#8lp44$%*Fb1yOiW0xnDRYDI)HJ`1xEkd*i*R%o$3r8eofaN~w!7Q&T9vMvl zr!Uqr0&ZN~AaIFh(q26_g-uT5-~>(Uh9VC2_!a>!aG|m%Han7TJi1s9Okl-`7gj1b zC$Z++ZOx!?8Ke+4$`*&d2md{*J=G0{&c}USS6A$8>W(sJy>JK6hG@_)^Acy|zSwf!VNP6?!3JR;OuIq(u7+)FZNNiOAjCfjd4$2geW{1Hb)ZeX>qUW`WIm?P}(<^XPJk zNz*yw$83sd(|*2bdXyNbK)}UVkl}`5d{XQxVgW7f(N;`Y`yUe9kglJ9;3`6HQ^8fPiUs#rTGVZc zh%R|RnM9$2Mruty?q#v|YQ@nvGaeF|8B za;n8HCe2X`o2-7f5gwuIRr3?qxe3Xg!oDk#dQ^HcdN#Thg^Lnagh|(%$`~m2VlLC4 zAYD;6uiY)DVgG%}Y1&xNTCfZ*F>>10@3${|UK=>2WxFNTiQN;s-}ABT{~!SqVfsA$ z{!LK5^V`_DKqZhJjl~eOIZCm5uMSR`Y8Ku;bO*5kam3gnFhveNpjB{5^=L%}j0ly6 zU{Lz@XVJGdaghr*!(GIo@-U)A@*Hoieq|4Xnp@c#Ng&PQOpy^#UuR~$S&MQ9%+sG6 zV&oNqT4|_!2uj1km9!L-F$jabnR<5(O`}Ya0-Ke7ba*gSO9%ErQ`zoSzxK>JJ5c81 z-^92u7G0{0zx7O}PBT3YZ=-uesIuk<)F?0Ien%}eEY4mbZ$G_PY~jU>+coLe1f9V& z`Ki(S%RfC3g=3*~0ZxP3ieJ)v=5?gQq?1pA&o4bD7?%!R{BDj9WBd>+@y#W6Yw>(u zjbo2aKY=sAo^UgocJVIKd>mtH9lzK*>R5~w4so7X#_bobt)hR&Re$yHRWLJy@35wi zK*?Sc4XhrZ8C-=VLs9E|$hUM_sl=bgq$SA*F`>m)A2$*A8%I!OhhmY>r#Hk27KUX9 z9FxZF#kx#h!{%3*oNi$LwpZd8LnG@d>{9n*es1r<S>TaS9n|B$O(! z*mfqVRdQ!sxQ!LpH$+|ybh)0_iy7ADHJm(pCMxTGfIq-JYObw#oYeI?J*d5!N46P3 zqbWJYs(kZ3%ipLA`iz_3(j(GA53Ngk8HzsojNqB8R5qvUs&@kiG)~p3%*C<=gj1F5L^yGmJ?w(N2XIS0DY83wCU#qFxa#y8$BR{QUPmZt9j!f#z#$^(yQtzrm=1s(c7jc+VS3IDe{*PoxG$ zv^Nel6kUgtTba&c{$5-`gfk_dc@@TQ1QA)Y=b39>`nnxSVLB+2`0jR^vneNld*SZtU>{s$Ww zpt!d^X){0F=xq0)J{&C`5r?Q_{Mi)y$YkG7@Mq{OckauJYNH_>uJZTZ%m(J!g7Fx`Lb&@-sau?+yT;#w`Cg5jl<&4*eV0ty$tO z{DQ8@y*6)}1w=!f7AHz69klFkQ$R;x#r8ib`#Rgi8{yA@?1A9`k!!F`Qj`a?e!9l; zkcGZIjO3}uCj?Y@Jkh4*jrIg-%buTkhu|?@YYR5lPYTizq)z%$Sd>pycM)->Mv@hRN&Ze{tZwf4Z%at_~i zj8> z*_4Kq_y?F*hWT6~)LWER>t0$&v3_@j?|yWf*wN5*o4C=R!Os^?T)#gC$C^N2ITM`* z6_`RjMi0np-;$8ukGDnEJQ3YpUR&8IHf#AHmgyn zi>!-mh^&WgVl(Hr;5R>JP8-*iGhY*IjJfVN=~Bw95LCrJ;L#xcMq#+oLv%0#jBUgm zIjOLq2t zGjgr@u@_#(?6}ARswbD_tgG%YOv-Q@0&;Udi2bZ{O1jzI2Gk(r(nOfECF97jiJ(mR ze0H!hMZ`3^zb;LXMJQX5Wm|x`U+XDn;ZqXmJPtc2XlEBEN>lA33u$xbTT;)ytccsn zs}>Q<8xd8+Sy#cytyzjs8yjJuxv_+xn_{S!!ar6BTu96MAR7qI&>t$(jZG9+D2&oEluS3zd{;uGM=ejg@Ou3<$5*#=!R1x_xlP^}LXu&#bZIoUd0vL#Bc zIWGc#O^|Iem4IKDMp6P6)0vE94JST<9%~T3?<`WcrZZ60LCC;knf|{ zW;0>4U^9|o5-S<7GO72cT2JKuE%}>UY(?_7Bn7;Yz0sWkgiv6jOzQTe@tCxRq9D2& zJnxI~EOF7MPQzR){fwE0?_%qWc?0!vXS7pX6R~oF*f}d6L;8N02?#H^I3OdS{EN}n zA|M{X2axoU(MLt_@d6&KEayYB;X(^$FYG%GqfXGQ1 z`ES4o1xb;r(SDhXX}YZ>z)Jvbz&CJS6ocF`b9Xsg*g)6fq2IKWKXvkcacxA5g~7zt z)YS}~5<%Lw{K(8cF;J@1)#XYnE($`>_%2P~!d1IMEJDML5M2`W_*;4HVQ93EOT{Fk zW*#ft_5sEVj>L?D2bVx0`<*yK#r5q94hC+n5^36-7u zUc;eBC}Egm0$76DK~N+_ZSzb^XbcKdV~Dh(R*P(?s0;6~_?Mzt zS0O!ZwCFZf+N+Y${Jfe6R?PMnSU;z-E@+HiN5My3*anu*@ScUR@p^>9Gi}2ojPQE& ztQSJdCRi2CpWFwQQLwlZj$qz|5{x>Gs;W5KcFwL+h>S>*7S{H%m`n8CJzWcRM;uNs zIGctll;tO<-rnphA`(akEX>`BZ7;$hEhxDxVhidcTF!P?XnWwa$a#r30)rH*VJRw$ zU^T1icqEXK2M4-vG{J>}XPPbgXHU0$ZEQ}BY8>D=_T^nEI*#zXLon$qR^n^V%4G;D zRKBUKwLHuHmQYl5T!^pz;xr_CQp1yr_a$}Db2si>iz_OK9lO&8^Fx-$r=3<;PEHL; z%|cNaj(UwoJEh=vbkvs@0jhl)ElmMkizQ=SryOQjiI*!3&%-R?t8jCY=t}x>6jT^) z3rus9=t|N|-0!Izn2L|wfx*h%sWh*K0?DYiZb(?b)o)cFmG0NiRa$)?Ry?}kv&B6OUGyPk288^6}JnrU7sFTwz{V3t_pOg&yP=&;G=0u^GL6HsmFWhwzlFV0r z@Pi%SkFlKEQ9g8c1KMyFmr!$(6JHL5KOub{DTe>`K=4mv@IN^a{0Ac9|C<5JKiv<1 zI|uw*ZuDP`Gyi!G_}>DSe|KpNpqYIIET3N|TAUsa1eoz5MG~XiG-DZ;{ds?V|07_D zg-3xO?cL_xnkFGEO;@7L2+DMl-7MPr^}(plHe;-rld9r@7&t_H1Hg8UE#mm zG0~yjeIxJycSHPc5PY=UamuXDkdw8{C*0CbgDk!jhFDt;tvMUT{Y-j%NvPWKqq)-U zXXXtMenpqndmxC%ui@9KvkR@7(;hHyc~I}FBpP3r8&GLs58^JQGl0R@kPn$PE9?Xs zU@FfNn`*)gMV^==Bq|62Yr6Q}=PPV%KM!Rv3tGc=Nc^jsvK-$ho`B6>^mcH|BOtKn zW=Q#6C2J1kK8b4J(gJrq8g&4nc>7_WWobVTZ6EU^AGho8>EN0xd8iXUYTKf{Vj-U> z)IT79(yRYkxb%0^#%qW33gBF^fy3sd@HBXXOU=n}UxLWH%3LGd1e@J9x}rVvHQLro z_v5&h`)H|Ibe@00svr+=sRmHwBk94h#yjSM=`zCf>KK4E8WD$6$Y!`0q z{Dq>V9n94azWd2sN$V(wD?4IzllkSrHwl2f`fh^jZABZhC0JMsh8k*w&d?1NknJ1y zrUrMq#l8fjMi$zp!@&tBR1N5M&GeRDP=nv7Wm(s#suuSU^*O>i^b~8J@9Wpzfk5qN zX1tGcW!D_0xFOW2`JEMPw;8~!26wX0;7P6>1FzqUj>IjZ5SlP@TW!*Qg79hCai?co!}8~mFEWd3bIcD-V&Xsg^z0guQ~{;sS#mt+}$9DFeG(Blo%ma_q?f_ani}BcqTFmU#K!-A(lY@4DBrIXKh_QQh+SC3_SnB;} z!g363>92%kwG8v%e3TSwFYPou%0yD(B6{XG&?hfp3uESbY&yvh&9O82?g?B z3x*1k3Yzl$Zq!>8;gF7QG@mh^tBGcHo5q^z)pQlZ=!@NR`*q;kVPuw|if!MMsRaOTToB3ZWI}rVYmff`1d(awfeVX z9Y)1XG)PBr>|#`lJ=6hA=yP2AUZ)Lyj$P6<>fycuXmjed$1uqaP_f_|yl!1qQ++hp zLp;^IG~St*l#q>xgwFpEOUI9Qt55VUMFY1l zQRaADgW@ye(*=>z0kKa|rjq+BVJY|T2}}P%Gugi-EVb;-J{#2}TZQkr zWFzCMc22eeY`@~^E5npkf8PK0sxP-<`(`Sha~REE#r54UOx|qQnFj6YrcZaQY%O%g@Kv6IZafn|MzU^OX11@(l@l zcACwxf;{6gt!>X@yZUL|g0C~=sUT=FHEP7Y;HDQAk!N(o`fC?Ozc$66Ib5^1=SCVP{Jx0xH2-);!r?G5e z^6_k%$J)d<2E)U`_)y#X{MzsCC9U$mc*0cXH0a8HDwx2n?9yB_WHLISFKeOc2>Iv%T!V(aW>vWI$uvc!rA<@v;_=Qk_8YU1V z1O(7A8|eq3j|xGFnk1i#y6|*aYl;}^XoO@NHJj4VP;uTFYi_^JIVH)XSeBHLw}-eA z-2>(ZXpZC+1b7g6oW59Iva5~$PJbt)iRm-7CIPHhvR+9d};q zz&p+#0ZS{jKLeIn?wC;50xC5hJLSCj{O4o;MYmFS}6-*UsLI{nkOKN@E5bLk+H;9`>2bm8V%;2 z>q4sliIiXj9W&!s#&-XXV<2t~`1}3v&T;+E3bVuk%v=^~6(}3w#$o&k70*}&DEvLL zf-u{RipE`su%S~`3#|pJ#)w5e{&nY!quYbbl=pf{D}gb^3eI^Ct#A(_SysLK1N zojiTB>+8HJYxyNM^$3iV`T5%eX82Y^smY{S*|4G_1GFBP0O`yDO@9@#6oKTpcr}n` zdi-qcY~g-bmTZC`Oo(qh#f8o;Ye&=p;4G021Qv;ofh4PV$AZLtDvo0WrZ^uCT88 zP1*DLCXdA*PjX55iyk@1;^tS~Uk-)P>xd^UMNGl=%+4FxU~!SRt{yLdW@9&%e;ug) z-1zZN2C9FyOXRPa>ML7GPs{e5iJ9q30LS`2Xsxla{+HI;AGiMzuKarP|E;$6<&yia zwKb-%2me-E`%?z`x2fun`+rbdV`Kf2u^U(#*&Bat5B$46Qcqi7TYF2_SX;f6G{-MSB1SquhM6lf%D(!ShzG_}VJS>49 zf;9FX5i=Mf7?==3uxqPPgPpFWtc+oR2 zuC;@fsiuyNmaU=eCz$l+F3@NnZoTxUPME(RwamOLb@i)X(fZpH9oUCS(!)o?$IL!Y z#tm9~+24mO9hIWtfzZE2_l5(aqiXXohyv1K0dDF6-6f;Hcn9!7ir0F-J@9>gdZ9z^ z)p?6#v+ja`DdtM-@$P$SKV9Jo0AL1|Q^UL_Z_+OLJeyC>Fk32jQDkl&Q1~(SduL1< zF8LmXb%aZGCbwUIdnLWb9o`2iGWiYwkm70Q{;w~~pBq{J$;(ctyYC6%Z!u z8x4~bd+)Z*w*+6+qxC(?F&!9uI#dgz%h%AD1dq9gw4H=y#Hri<36T@7ZQJDu{cwx= zE#AxWj6sv`L$pj(2ba=&eoDlegwq<5GAvU$Y^?U`EU@4I&X$`$mp!h&Zo|}Lc z`XZ`P8fB2-yWyNMBXxlvcFLaE#Ps;jyw?mZ8XAdl(7k>)cmF$n0IBppHQ8UchF=q+ z@Dgp*BxHsA3qR2G?>nPyghuV~q{Mafb#Bi(v(p@U;%=oqgTI*x;A&xR;(DzcGgKC- z|JdhDk*rPGIrCZ+p5!@(dvTg&$-a)BnH^F@NBPFBxC(yWgMq!DqAo@e1wf@(Jq?{1BF(T`$?H z*s3)1HN5Z6K$21Wl_QSD_}xrg3+-$?ndU7OGqFcl2>Nf4?mMFj$iWaHOJQZ0LM+Jc z-yykYX-C^O1^j4*$1Pk7IpYGRbB-*%17+Xb>^=P-E~Y|eVWb~xz+F!rp+i8 z=mAAnNYvN(4^X!?$c_kBi67oX_CO90H?-=oUL^3)SFnu;G~4*<0?%z2i#w)IkXa*m z+h{!$H}gvqtJTme1?SeXAFv?%v{>8XaJM#ZspmeL=!Qy>m&|Xhuq!rbZsFtyV8wp2 zWO#73rY6W?%48hc?`(tF8>ZXy?SdjCrf8qhYvxKb*K!ay@JG)sS(z34XLPMdkz4qu zvNx9LJQD0Iyj&NdM%|XnlR&I-=e=P=Rv4d1UQdTqM>1iW{0eEy(*v#=g%%J47Rm(g+_);Gerdjg@hzzieZ#CfzlV#sz9Zh z*i!|%7S}s};fG1>f58tAloE^o9X~kyfgh-Dr`^;3D0tG@b@u<4g6IDR{E+g$zz-z7 zJ{*7Ihl&5h4}*Wl58!zFnZzcyV}_d+Mxy7OXCoR#Q1sZH67x>fw;5y(5ND6Gxb=xB z4IsT#`Y)2BxlI~GX69j=MZ2i z@@z7hVh6fMVP0IBz;*OgKKosyOjAP8;H{+{%H9@=l8@#!hKKYE78Q^XmzWqywvree zjLD-hT;7a~oPZ>5O)1bw!z(V3A-;e)A~o(%Bu7JmM5Jp`$Uua5D)G`DdgFs` zHuqvd4ja#HoVNz{&Xf@E8N`o$g+qsC|1Afe>Q-Wk+Ckg}?q$ zyuPgqZ=UD}=)d9znw<;CmL`o`YPEeiu5I2QO&gJ9bN=qr`IL0CMJ%t)8AOI-6B1-7 z`>7%Zd{43tCBdGkb;WJEiUFlFd)X_wt3Y9Y;fKgC{9yBiA0%nSnoAa0i)I?+j>s+w z0@>IoQ5dX-O08L4Lc?*d3X22Pk_0rG8$1%M<^-)G)i~Szex-F}Tc;^QPy-eybvBr|&%6 z!`?@_mH%pL?$MHFbMvic$8OXDa3?vXzcBcV??AVJ(gR?YP+2}dwQ!yLopQWZs{X86 zd^`J`ETLM7Sxz1hg$PxlyVHTQaA^riN^S1xPXMYLjT!CjMNea>m4n$Q04-n~b1Z1j z(qgS5tgEj4HN~Lbpp<}$>q%dA<#FOBS_;*)pn$URvm^EeVESj(-pEXEXKd%aN7KVP zF_nKh_BCB}PP6XQHUmX%Y;7#6pssVbfe~2G6{{P_z^}q1L{J-M| z(SO4aYG;4phu_Tq9Y0Y0fgfh67F`T)8)3P@1Dq?IPX{C1DgqvrL7OtZs-0MfYr!Mq zR8yC?jjwkk&~L5@$>^Y-YpczZ4I*owfa9|gT-lp+Q)y-J4yC4Z4K&w7(%45Z_n~x4 z6_>NE>#bsTWz&Nan?E)P`y*00pwc*TI**8zn%wfI=Z~g+Ek8-?b&cxHokLqzrBbj0 z=+E9JarBnR8Yz)b)q=VPcB&DYpuX6{PIdLti76A6>p}>y`K<{?g0oxL=9G-iEQ4B9J?f>=B$~!RIaG$xr!d}sljNnn<d}hb;}W)YjvUnD!CdVi?JgjbdpuUnK%z!T6#ToF zqN9PWW=}bKU#B<(DLCo3>pr~PzwiT_^~N9g!Ql%(u>FA_?7r{=iaW65G8?AqiYhi1#Y55MxmfkaisY9z-cx3&FaB*8&~ zg1{zQ(dAdaGvv>H=f|tXBaf-k=Gx~baSt1DqQBM<3;G}#B{eS+5+1>KuS1-Kl06$% zOK}~-og~cw++zu2CX*GeQl9s-{bL6$QcxtUH}h+|2HiLQx5+XX0!=9`7qVZ4gddw* zn>wIw;{Q5O{kcT(pA1z0A9gkVIbgB z_Jn#z0r}<5i+b>^sFLy7(F3Lfh*lOi?i=)e|yo*zG?02i;eX8%7OYf)8=qQuM?^eB={@wT|*D8(9 zABvLSoC_XbE;c&L@l!^}0j^UDsQ?PYcngyUs(?wnKL7`!1h6}#c`Q_+PK={I(6}Q^ zH+fL?vY;D#P{V_mtSLacp}V}5w8`#zDUX8KStG4_?4uzZ2#|g81hs)2`Jff$OrTls zl!R>qJ|H=uU~v8KuTaYUS#-GHP{*ziUcSSdZavZ}Xn~Xz^3y_kf;^sjfrZIKO7-Bs zYj_|Vc2900Ea-4(8Kr{pc&BX{HY4FE`!hK+G>Zf&TyerMyf$k@16Wwo+4CZx_DDjO zNFj~+d%F9v$Vl-mg)6X@UjhWw+wwy)ZV?_#Kk_mo^AU;rxHbcO0>O8yDTm6r1TccY zValPw==_lER$r^)0iq9JPUcVDfK=1rXosrG4aX@DcS`kSdZ8oiZOGroT!OLcPC^gj z=~kc|&BCZyOgi#=0W8&!cxUVj$bZCqB8#{%S%U4m!qboAXGJvHk-D}s2^it1^}LJ9 z3%ZAVNs9i}stLtq4O<={!N?NT6LtlM?Gs0ugA#Wwpg6Iy9WtXw90d0Qwhbr^2CHA8 zPz}f|i=K&@WrAHSG)3D3%%TBITJc#dcfTr^%`LMi1m+E zQq^5C|MC+W9AmDtzeI0{=7|+FQjAy?#=y3Xpe4mgasG4+@3yPXvVR3n|IwB|V|;53 zH8H5*%uqShb`9yCHm)tU)KH#8kTtB3ImsegJ4f;^<2qy?XL4KY#+aYvdzHp|6G)ct z6y2+?EZnj7ONU`O2k&9p{5`V$0qN!d$vV_kk8$#v71xdy4;Y!cKm~qBVJU#C8O$rv z;|b1l;%schc6t4bNWhv^Pi=`Ox5882BcRWHHI#h{3U(Ge$-ST8cNeXok zrI-(~ZT6cH+BIOF!YjrI9R$Z-z?){C-mEPy=d50tr)0wiIX!WbEyjqE5OT%nF8N*T z^dRUOG%NbviYEZ>VEDYiR~z)NQ}1gkPX8b>cfZf>ILd&6T6)Ft)Ma}|$h7f;I?ILM z3$@@&eP>B$Y>h$hfrif#52&xv5jT{nApluDReMS?0*bfyZz3PqpEMs}JpDXdBqPk< z#$_V&MX5^^RSDOLahOq}Gf=R&LuiTrb=+)^r^0_3!mYai&sYDcrW4sQ z$4^nd>EnAvfWuN~Uwt5I&FRu+{_L70?hBw-+S>tX#k=U5sVB+-ExgOByfZd&w|?s6 zqc#(HIWlz+__JW@F}85fk7HA$^X(^;sBXtE%aSg~eG*2uQT?R`wS-VK+-#>72)!rN zWUOUX_2M$|8d1u%NV~uN@Q&h5)FvOU8*=NjX#5iUgVQlW`#5pkZx=dGA_Z%9Sd&ak zKLpQE#U&rLWsxzTR~wv&5B|4!4+x5_%i=mjPnOf3q$?*@AD8Nwq(0JDfWsJOm#dZ$ zA4Nrp(_wMXuTPRg=xZJ4^}8QlN~XJQe7$JZsTl`QW`oR{d3eA{&xB18ojELg472xc z1y3KO98RGFKc8wxrXHD>7Rha?EeN$4 zVrhxIj#;wuZg?`BpO^e0s^?Q`m346gD^Mw6slLdDm8W81GsP`K${WkF12$alA zsSZ=NUQe)de0WoD&mw+uBnL{gdwI6pc&P-WJ`u~c*Jr}e)bcxbrHI8zBn4TZPqXvr zpq!*#aR=~Ga-d)!8&CrAWR!5-#iH2iZ>0% zZDtVfZP2Y<-rkQ~>GJFMp9E4Ah?a$$B8mX9764;tr z2R8Ga)9qfnRZE0NOIDUsTPjk;?mL|cWt=t#%dCf@;T}x$aKi+*nItl130gFo@u+(M zBV;LKG-izbBCoS2Y|jxi{`|}zmimQ3CWpZD249*JGvXu-g&NDy2xb% z9>5AU4#F>m6Ux6bvsKeo{liBpAVY*J+^$;mqLN4b^U&Y=+L@y1|e8>B5TmN`j; z#!e23@eXA8)L1CcDJW=Z7=S+LrG)h|e$u-O(tpU}t2hbTHo6vxUbG?g%jvWmI%K^Q zEtBMfxtcPiUvceRB)2zcSY$Z3NJIK_44JR4*l3awSFurGeFzI6Hv!D*a#8>cWiAx21I4vn~M#iFH0jzO6FZBXr$Px z+%sJvbtIw0EEiU6Tv)N4GRp%RGpw5h6jXaNwkwM}Ei+4(=C2SmKpL#AvTw)21@F1i z7#b2e_!)z7%ZaQErdYFg233GP*Ook8tcN8RHzRO*Aov&NmeDbX2~@0w0k5#siJN`N zph8J`DPr@4lIOdP;GO{&Fl0xx(f6NaK>Uoj`uLOa4Cpes7GhS9hNXr+--?mro+h)2 zc2xA*9q8&0zN6V6f!q zIHo+@uoH%4oDmJJsm<5`NdlbGAaOpR2O;~49x!|f>U}zoE$}W*PnFxt-JS>5StdFi zRTh~TR>i25rycHho-J^8BA+|7_<`)N{KSzSr9Gp2FQ3cqe#SkQ`5lDNhdgtW79ABm zfe1w8ir^i%fdd0p@rcgJnNA7wiI;ZRM3@nn0=8tHaI?~W~Cf(28 z3lm>S>;Ej2p};gT$Nnu|8e#wzCfa_<(tl0r&KGk{is$RAT+!nzdwCs5s2e@-Wao{1 ztov)ctNYP!2;e+w55*^rEPlgguq!@8z`)efqheX+#mNqll9}zjX{~kxPeW zb=u6sraXSqeE7N#;ebgzB3aXDzS=mx^=G=&-Oy>ufow#kK*>k0ny9mU8P2g6CmWtg zvi!(S%yI{*`-|PCP=E%-C8AdiJNIQ7%)@k0kSF&kg%h#7+~ni|nyY*Lyy_TYD9w~b zYW=#(D`E)OYf7ui?Ag`!klYYdEo{V3)<=7*&@wV(?;o03#Yki~1rWyf@>Zjorq<+7 zcUAAZ8gd?zO7ke1ZND{+nc70#A?Lj0@$L^>MBO1947e}-D$gsqDw8x~N0>tLH!!VS zEp#j-sGM4{=e8z*lp@4dgeD=NwrYJhsYynDy0|2a?d;p)MV$QRTSk9iN8}}*a&B?0 zEZFS*!%x3|@%^nC$6)Td?V}mTwvt8Zehigg6^rZ+gHQ?Gz=BXMXMx+5dUf~KFpkc@ zsAAn?nn<&%ZD|pq$ZKM8W_`UVi|_>hg{4&XRId0y+arucZK_t)D%7}S&Iox#EaG9E zTLhV=xms45KA+FlUGm3=e@LggQ_Eu7>BGGAC&{~w<%xSb2g4ASr%&t8PDK#w*>2H& z(`9wTN|xIp6`oZoc$(uc&&A{IVzWI}&c%WHfkAtwR_~#$oGd>Thv1i=erAZQQ!0iZ zqu?I7ib?c+j~^mQT9j($Kt|A{Bc=>Z6GkL{6gkBw?;U4y&3I|L5|cL{F6-QC^Y-QC^Y9p;zp?%g@vefodS%*9OA?4kxF}<7{4XymOiYn4@y+4b&I=Mqx_K@&oP0N$@DJ+R(?ReL zZC9DaH25CJVfZoJgbV!e4aRXe>8|6SVj%7{eBZgw zS};};B*lOCDBdK0$UE)Ze$un>zk(jOFc{|cD0HQOG0AZjIL$Fa&Yv4n?n!KvV`8ko z&X+YMaSPDcWQa#;66`9tybcny32u_MEMz5>mM@DmGu%9jCE3G@C{oNSlbgxcik9>t zko+*i&DNGF-CFI8^NLJ~n!A4yr#7orT18n)SzWF69E(0gC>}^O7pX5=m8)_xD`4i$ zG-_ItSP~hd+L4Gn1NX$W=_tvt1V$&09~07?;&lNRC34VSNAIj@TF@L*Q_EsHlRBF( zm{v05s8(amPzC{uYYC}a#LS7Kwnw(ea$<_KwJ&EVhaoF&;yW8AMB>F%8&OJv)j@ig z*^8C1>BQHE_IOrLAwNEj<>1RlyW!_->^4}vJwP?`CO*j)>)iU3oO;ExCtzV_<|4Di zO_%K?D3pe3I+I&R@y(mx9Og+k-6>#&QiPQCJC(VlPVKtB__uw^5X?g(?+E!dOrH{8 z^LGSiT4wE~K^+E#lC*KSz_l<2AjDhD?+92B>%F+y#yN3^-U}W2a)V5f-1O2?gM7Qj z3>knGh8dQPTG=1f{d{=|As0b{3)0{OirPQK)LqqzSVVV`81ER0*SgD5K|{QXjc7$u zvA1?@$MUKj(7t&qWS)YCSsDuvNP@^yTke6o(k*TSUC!PM-Rh3pL(-0?L4BR|IIUJ3x+Byy#47`696XgPtLzcz55y?|f{^-`b{DP$By4OD#FUVn<+y zveZ^;hEd?-Jh&t+FDIKCl^k`P30g(ST5`TI<&KyPEQpT06!uE@)?e*g`>OeR`F**1 zK+#=Y&M?NqRWW8w>k|r2+@#I8fF|@wuEvcN7i?^_@1mT8hvif zA5hzT4dsROI4dS{yxw)obMJrXPzL}|)whB&9&1Xr9y+urc|f%8X_!PLmnV%uv~#+e zF^^*{B`z(5bO&Xd1m$zBxwsT%9g)bz4rHsWG*Z>`7E}oFRI(J?SW0Z%o)Ehm;U!`l z3mXp=8yn75!Pa+I%Ji2?AlK|Ll9KXqeQ{b8Yw1_l}GqUO>`ohXCTVR+Id+dSW zTrBIh_M!e&2i|vBwb;uT7p+>PmNN$lG2TLzg&}&p8M2s^g^c+;rL~2$EtTUNZi&p? z^bK^O7Q$g6m@m8YbA3W#n&v!W6z>n0gu?Kxzpz6Z| z{v#*b0(}b9Pn~iEKJFXm#uPuHQ7^t_H(PlhQOfp1flt88cDp4Ib79~np!+urQ%tzOUH zYU(_0qHyO#h%(kLavI%5enPFU=ZJgf4bc~)K<6J7KFn#}$6!kCH?@XDB;juw}NnHiUb{@)y41AO!M!)w1D z|8aPY4gjhDTXUU`?w?Puu`vBtbp2OD`M0;mzx{&$=}r(G%Rk;4)6udr{QlNh!OdJ= z5s7E-=Ee@ks9JN*d$9J_Vg({nw5f(Zj*Owc-n^aIyf?AFR6p9S3T`FZi#qWb4wB#p z>?fsIUqdwNaxy*iSjFV9{rAM(tPx?|-OvORWO(E`b*Xo1zycswI36^2%`RhH4Q<~> zx%Pm8KVvq(`yjG%?HUVa0AY%-Q~KWco52VVtmoAd;HDYA*)YgDbyFQ%(H;*w-ojmE zd4p(#O#YX=2XMy8Wf%*riK}Ho`lBR`(S4^O(S3|$tdSqk>L#yDq0>UfUA6t(l#?nm z%hQXY;g-kN9BJLH3uD2`RTeG#&vO}pG=ABvv3lXt} zwfdWs6gEeo6Nau}hP;Knt{USzm({UC*Ou{}{hL_qR$N0H_GVnv7!)GpYK%|7G`U9c zOr{p-7Y8up4Djbjgz$@qpM3G>R%QlTuW3ErmUuFbnz}q%YbMh!7n-!}Pv(io2ExK|?w!pg2fiiEdy*Dmxz9;hHW6`cFbD<$8oRCDOt224>|Ji-Et29tu#h zSLQXj>RE9>wN4I-U4RuoVSyVt?>4GXQ+y~7SLM-R6}VCEOgg~+EKrSp{k|GM2yGWy zVcqGruK|TB;R|Fru^I$v0owuuab?gt4dN0{4ZJ@4`uZ)Ui>8|*t<492fR9vdIpA7;>Cr87c5nL@aOdgVa;{76K z4KUY>OC!bTu?2rdi=tBm48xe665A3(9Y$Nb{FTagsmr_&8=VX_1+f^BntXEpA*83! zCvk;GOD&AZB6YZ)YwG)T1lnm`?AGt06RAPhQPh(-_p~q@?^0|~?okUaUa?S58s@=q zx>iz274I0Ha5}o8DV@kddPcv-8{`u5I)BVgL0vfI*%lKbTyj{=BqB71Tz}1w9ke2= z&@EFy5f>P484^^1Udsw-Z2^{yo?2g5&rnkVpIU|p5fj~*?NEE*L2wVh9W-#!HL^e6 zhFlvOy0q*r4)_RNo17B;T9wo`0S1zBVy&#e8-#ajkLdyO0fTeHn?6`rj?J|HphZ8(=?9?zffp=kxzye-5Cq zvi#YPW@cq#`)#Q`Q3Gty3C8j$+F3b}WQdY{)`Gb{(O?H0b3T;=cA;wYFEny{C}!t?+QVK;Ev%k}o9Scv{l?aBrA~jNpol?R|B*p{Be` zrK=(f{8f$l@w6Y+mX+59cEr~0&I!eA2^8BNqT%;IIev=S)oRXyGcL*QGwp@N>f`XE zXOsXje{VKjBGd%!`OARh$`^QwIXicX0&RBG{@U7-oPsuR(_HV8!AK*{f(ORbDH zn;ZSETW12N^gf#M%)kj?FG{+YfTrl{?+YI0BwV8^%5j}!n%H{7PJC_*Y!Ul#pujKv z!@nUwp30CR20Pv13*^dYoCy>1YVRb~|^cb<3YXbJc*~$k6 z?`K=B?&f_b;mo+o0@{nK?j=$#0h|i>KvGHJQ}(_FWD7l< zsHDznNwhox1hX$6uyVC4*tbhFlBVnAVW-rloudt_R=W$jtqz=gWhvAinJs*K=ni+3 z15NF4OcXvVPnnx~U*qg!F$aXgzjpTvC~m&{ijybZ5cejaqU#@LBtu}4=f4rkascf% zIyvun`;o)*8vQBik=eW`3&xgV^AOMR%$i+9cpjD6?+<=eXacz3e%$?fjh{pn3#vlv z)_cAz_EwSbJ&7Nody>fbmk*ttE!V)0_aQNS;9LQ&69v%9>@$^6b$Z{2_IcSw%R0jD zHtxm_%FG!j!Jm;=V^pFY@h>7mC~YPP6UBoILYXH+uOWM65M*^)1CO7L|at3 z;_AU$snW^kxxp8&CT^LBHqM7ABGki>oqXz8qEuC;|9Yue!4i$F%ggeM9E&pUU+@_9ds^yrnmoM8Yo-pWP}1 zk7Y)S)($vU?)+QJ5a28E2Xi~%F!n_qHxL2*s!+vDv5yKyW?{_>eOWFA?w-Bjen#X3P-s2NL8$ruT@F2dB;NuRQZQ*6S>j@+||4bHdpM)537FDqgLw}bo}90 z*zVuk$lgPSlOjv%wK#r$7HKA3{isc@K_(}LlvXLDnz5XlETbjAs?;i{Y5G~S;8a$- znw4sc5{j~j>P{V2)!mrQsz&9gWMo!ymZcan3A|}Wn(nmA_Ca2ct%H5KW3cX?tT-5R zqI9(bxm_Q56?ZnMsfT7}=Qw$MzKIfFDUc~pSdi+i=!-togLN#8hG~O}l!L4{);iAl z*u7N@Ua^qYm>AIP_+%f5Vie&xSWKfhCGjR{4zB6Zm($hc}N|7Ol& zADUK`FbLs}l{O5k)7R4OH>Fyey0~!HKbETBW@N2*40*wt)B~8#hc)rY>OZp*Uf)$pH%NFMa<=siF{@fRadJA%&oMP zb#0=U3cCG}`TVT!ogng9pVoYU)?3ia+o$74yJKlvf~oRK=K`6C$fjr@`&`=FH4BlU zFJxkHlUzUfRYre9L^8ECY=H+CTdY+!oXj^)0KeLEUH%8ZdL+Bm(R#2g{0Q4J$ZFv? zB406j6mu}|E@+n+Te@C_yhNh7XVfL+R$cL!YlTr`C47D* zmvS$s+yTk30^w_1zDtk#=9n0V+m-8YAJ1MJC_+|CgvfF7NIk~^ldhUT)O2h$I@M}^F#@*`*E82?x)fD$KJWh|v z39b|ySG{WY0R&fg(>T;_%LUOgqk9nIGQ~Cds2)$2_WJ9CxHFbRxWj?AHM2{a)P}7c z`d-!AJ&MJ_alNja%hJu!Y^iFC=}yp2$%r@#<8Z=BS-f+NmDt0!C?ZJ+4oj`Mgvo$n zkKpP=)(2r^N1^=(%Mm8mc^P9ZODX%=b>0NDuxqc|cYtfm%teBVpvDSF<7QonvLBhF zf!!Xj^;Bn*+P^f0z%w(Jo0d(}RhJj!Y8D*$?_R!T9!Q%$(wNZu?-FQRM<9R%Zhz$cfud03oI-|a6-Jkwh02I!wW1AUwPY~zjnHWjM?TvzR=I@sY&GGRfZQL) z1YN=IW+BH(W81Ep0$T|)9URng?1F?ps>GstM7Ci^=2=)A8>XqONxw5gpBBIfn@(J4 ze$`!Zg>k!}%1H01P3M;k;}0WaYgFRGW!soZjL1|zpdcs$@T<)MyjPYseV3Qd!U%a} zH0grq-i=H7Uk@{K6Eh|{kP;l^rAxJkTIA$3kn9WySJ1KISJTjR+Bm12MU8eP>=KHS z90tlH)UwAuv!bd6zZdsr?`0ItoE1efNdRTy#Pd_@r62AiC&*#Pw2t;U`*8y^vo&7R zzxVxNZtV3!OiG@oZ`0aUik>2CTP~f~ozBX!rFVaV{&Vq6yzD&d3}rYC^&;w?-|Ff3 z=XLHvf2$dVq2q^K+3dh3=R)>A6nq)hXMH2k)Qmk`h;k8^80#>&KUr|8gyuWv<%=^ zQ`%S^yLq!MEFgMWw`Mj9Wo$tWItb7s*0ya1VkA_@4c^VU7U!VWB|MH2xMy0*7sf+Z zEh88kT$-aeg{WQYrMLsLm4mI;l(Z&lmb!6TaqbQ|!@yA`HSk%NyvEaw<9s0=T+}*N4RWQg&bOt zVNG-?k(pTnd<)UY^J_8BoLfYxe>`qG9#$xOF$(TxQS0LKNp%HbnK{W9QODKckuV>; zY_Bp-r9b@UukxXdprFQjqXGQY)0rf-9Xf*sPTy+cf9tPO%8CR0)mXola{(bjhD^yY z+{!pTS#mHcs4f6i#9uTsTwrOF2}&~jBj+Q!7@G7b&wIG53z6n|A%fF}#sfuVXLxp>DTLNEZSj2W|JPEBOq>|&l~A*Spa|a^%CxL&hyjDGq}tsa7$a-DtIfRZQaA1T-?2u zhf~(P&g{`~-jjf^dHs+q8>S76%!iNtCw!JD8g=4AA7~Nl0&9$WBAVY1Xp`+OQl+bkZmTF*f>S%MYb0*p>GAew6Gd9McpzN>Tb3z34efpO#l* zX~)UQ8RB}w9_Jm%)y+iL-eyDpSe{L7))oCw!W07{2=xNuIi<4>?`iFc?uoCaMf0y@NbKImcKIG7dWr zDMPy`bk1arl@9N2@?Cb$OS=7gB*<5UhpBXOv4e4Oe=YXLf%Dd!*l zYRGq6+Tlm{=c;MQGF{$vM>x_R1LdLPGt7ALo`iq-A34g6f<{ zjtIw6A+L9PFm=Fm5PgaH6m2?=5d0w2@Hc-o2G@;ljqxA;svVZTHvN@FM{7VR>sBFV zC$~NWlIp8C&kI8mFZgGGzY6q+zZy=rR`SbVD*wdjExv+$`PF2g z_!T=ZYo{iC>Tmw45WruZp>u=o7ctqP%aw0gNTJA0^1&2pT)pY`|-3kCLml?`DH8#0oFyt=FgEW?bBQN^$msHQ^j(!Wt~8*ojBd?NBfH z0RF1HW|b?rM$O;-RR!e+cONtQ`KV2Ep|N*!@$l9rVq}Y~=OJc{&XnW2gHxp!P{oNwc~I8>U;Hn=dVH| z*fm?ae`26N$}i0rjNdN_R!6)F5nW~PQu45%9h_gmi-vCfEw_q6e$WB#5b4O8h8{ot@GzL#qXouvCbd*|F$?dK8rRccXE$L}k{bKtw8+)WL{ zwxXezP8`$yB!LP?8LkCF55;{7Nrr`ZT2~-U6VK1tlfmYG3VfI?U&u>DYMFpF(@UI1 z(|i4=AgW5>UF#M2bqF!U+nOuhbx)4;PJ;hfn3pL)x^YaG+m0Zg2*f58;6jwV@G9$R zBr%Z+;56dFMy7w#JvK|}%!c*O(Dq+S-+F0tRV#W$87$5_XfdR^ywX#Fs|N1utqrC4 zwml;sOzl$k)}+r{-(Z-NUGLhGS2v3~bd656I1OmcP{}Q4&j}O|jeiWOy;nEWlYGtf zTvb3kbSf@tJPm3+ZJt)Pn_K%*EY7S%_2gW9Y87yleNVTboN`qfY;nM*^H;}sbx6-PEJ8XRf9}W zC0mYB#{Kgt%FZ%<&k5&X>OKlv`{;O4zc`zhB2%0@78X_t7J|k6I@sy*4}E%$3dfbJ zqY$-+mLcPNU_TxWL_Hhsbku97sF)9RoVsP6r7)Y zKRv}Dv~JPVZ%O03mg+oNwTT%?6nbg~+SUv(1AL z4vLja+>|bmmR%Bvo5%Yu9v$$3PMGn-r@s978du7IwplrDd*j7cMuHNS6N5xk6=y0E zsywPa%0eTuntQ67*z%l}Ns9%O1!GabCzG9x>f7p5#to6FNwKMClN*!5p+N}!BOnnR zz+dE=qc|2_S=G*4hDGNv%>QMDCQOI-mcx> zvkeHT5$0a2J})?~LV=1A*YPVY;U4sW1JmDJxT6Ivy~;S%lTef})jImfj;3ynZ5deX z^yz1lTfaU}dCQg1e~Xtb9m&M@Pma>bBK0lNos$ilyYM~pwyND?SYtwQRq$%w;vA2c zGmeg~zbQ$r=`K#6s0pzVYbIKqq{DOYYYuPNO;g$ zG%~Qm$wA}rxfJkvzrl21U=*Exo?WD(Z$ZpMEXd>BGw2j476C>71q9P{HB6(H z?2 zTa=h?x1EzWtwB&nS;!BH*9%x=$Bu)6NK)c+{>{ep^i?Fr22w_z1IrN#PR`#>Z#DY) zLEIczr$>0O@3-i3%wJ%{O$tJYF4@y+maw|~zX^*i$KGA5`44`J2rTK@;Lht*-xx{O zh@@)(o$CAU!Z~qo4d&e1Qz#uzTPxu_ptqysu<#ucvB#_TDo+)0>Q#0+I-m#*fF0(VYxgBkY}=Dne;n7_&DPx8m2ieDB8834-XKC?unIPzBsBLD+1ZK5o_TiTLM6b$F(MmY+R+tqDdm$sc&{g8Ev1$7YF%Nptd z&pU^zPmuq*^~d-dPWm6W{$wN+g`{|YZT*S-W9v`e$wJS{TvFi|)bne{@7K`{CV)Kj zzfRi!cRPNp^#3da{nwy93+;d1@%#1sKiKhOWM=%62BK$U``ufeL9wt^=($-vKaV90VP_hUfN9!Y{cKrVkI!lzeoQ;BQb6i~E( zmmFKid)$lPZ8cV)6wYO%_AYo6ysvOag~ycW$$1Zuw0GvbHQqa2PH;IJUJh?yutNR_ z)cYCk>ld|o4LX?O$W`$#CSN4WUE*uUz}pYUAMMl*pw=w$daZ#})fQGNb`J-qk{?M5 zPLEYuba&40t0li{9hk$_rkHX)z?L{9?jNLdi!AkMfrMQ9?#Hb2BRJ_Zg9nTQFTA;*Caw4&6I`b&Ye_CIvV^zTF)&7m zKdj@&@UEEk9Hv4Y*kwo-1T6tT(VqBc(cW~@9fuRhe?$75r9a~nNtdj`x!D!mIM9dz zplI*uuI?Uk{<72TJu6$%WxdJJjuOk$K7-149tEv~bBvv(!FE8_0=HaLZ6jCcFIEM_}FzwBM&HKA4@0X@odzo!pbY2D2^D z-BRHUO*x|7T>-6iuWha6UygU)huvcsML9wBAdu}2R7b&V8$)S;t&}5M`bkEgw2TXX z%-BC6pe0QehDh}XTuNK#XN5__w(n><~Sz{+0X@WtGzVy zhUV-^J%He1v5#Gq9c3ppvZ3(&({Y-CA<^A=&GVisjz?Hq=i0WFIPM4_Xit7Xe84^M zV>NPAL|eof%^*dm5;NKXh70qqS2Q8P z8iHBoxb}ze(gtr(O2Df8M<4#^oUw`5R#2<A=k7t@kl+xYH?1$}rLd_D-R)u2$CxWD%)wneVaj>!qwPDlnHK}ix%~lG zmRh~FyXG!V0NASXGjD5D-#zY6ZZ&6`aD~(&7Jss9(*3~jU~JObDM*9J9}@Z@{W;`0 zgQ_dmxM_ISJeZ8x&gU@#-5=zfUSI=PL#7<%1l4zKQ&?k@>sWDDpX``)mAECWry67i z!UksD$8kzWJ2Og3~S4V88D1EEU zp;PjV8igA*OJf%kDGH0ojYpEL9}MH9lGt( zWv_AAkVsu#C{|QrWO6n+v+5>v#&Fgc>=z-~_8&pl4c~^qO27l*Im6*;8TCf6xq8Qe zXK5|2MNmRDoH|72&PC?>MXJqaWHhyMooq)OM@r1-G+O(GUo0$F%Fxo(Uci*J$twfs z1XwW{`L7Hd8ks;q68qv?S{aTZ>rGm|h}rn8j;Cs9y`R`dI?R9+h!z&8WSUI7yv8|)+SoclUNt&qc-?QFh!+gD@2f^TTE_&zO60uwD_t__>x10$z zC`U-0XxXbot=gQ{Re2b;M&6mRhw$Vk8cZw4Xx#2a zIf+XQF`#G<*r=%KcWC`pv^N{qP-5lym?~L#mPzWI#5CDkd++w%5-%q4T)>g(Si9*I zP_(y8jL4olO4&F9u4ZY_1wpp@dcC*X_iT)U$U@N4GEb*J8#80P_AGa#!JmMXuRk@zgQ=l5YCCX zms+u=2$>X!z~^|~Mw=H`><Lc^7bXSqbfjN~a<2ZgfNq*roX$w5cX2lLWXZwm!OcWF!ffPRxEYfa;ixt_yXzwR zPf!FBec@0Tr+`{#aN27K$20h--EZ*&Rz}#cbkB$XDUqevGVlFK$JEk{7ybtww zrN1hcP?NDXu;i_47Cr^#eY#eXrkIzg@ji6U?5W>uAp+Cv(KKtcJZt1ne5a~vASTp! z7_?E47i$2hx{U;Mp9h%5A~*>JV#?rSiDgR$Qp)33#q`?}(W?fs#)xDfBxD;Dq7`al z73CHV6c#Qjh#HdTC(vDG50Py~nN$V$5<^m|x^W=Jt8Re!k!KmV(1p1q)HPtY^y)w~ zmn2>&R$+G;4AQEW2@`Zdt;Rl@>*r2k$Pf4QLg&rNBr4r!2DrIzq8G>6xAvg$%a_+~ z2M)OceH@`$xE@xc} zuwfgBQBe=y5vsC$?5f{Xw_toca)&V`&^LUy<<;m@8oK!kx1VZX_)h=manw93PjM=< z)F%**UpAd-nru<0$y&zB0fTy_MDU2&JsiNT&K>;ZR;zzI}9H*+4al7pH$4_t2`QzJ){#!P9JW9#K09uJ7r(!eeT92D!kF-Hsif03?Bceor1Z z-e7CZV8k6Gcf`kqz?9NCpDW@$FvAkkA1A6i$T5^?wBV}J9zq?Ad23`+HsGGqc)?Qz zpJR^jlMpgde)a5^e)jBHL?ieh*h~k8&5g5Of)By?XF_kw3Q^|$3o~k+^VI++%BUqB zvQgM4v9J)5XYSWkfA;K&VLHz(@OLKFnZT%XKn={&wg(>ML)z%w*P5nVjGQBKTMBs zleFbMmK?^*5j9b84KG<^M3) z(EZb3^Yi(CGT5*%{Yi~5(9zNUc9O9N<^MoALLG`h5Ux|Fp8^IO1qpIgN#0O)(o%%F z!vICVT;mmTWAU-6;=@G~gW}N_Lp8x*9Kl}XKPAV&@9be7>@CJ;4FJZ`h5OXWVGRV- zlMxjZwnTi9yr|tAjRc|uq6F$TbgEVss2J+TN@hsw)t-S47Px;hvGvprWfpUTkw?JI z<<1bqtoLS$1@a}eRA-L_%by#xUqf=(iK|;=twZab2pXZY(O4sla`=&PEutLt5eyjO zt=@OaBX8xq3~6q$M~*-x8o1IU^tilc36Y~C%{Dw<9QeytipEE!W9RI5xQg%Ak9MGR z!(6$ME6%h5ujE7{JheGc6 zvvdT4>ugxh;WE{QUj|nGs3iuNYu^2wYxpYNQI^4<)+O&5wkN`>)`8S6%(hs@p)Ixn zbB!0=4)KFh{0AQYJ{^>1Ade2!dPJT*ZB&=gxzM)BLb-U5E1gfaAD7?3MXu_fbL3w5 zhq~%#UDRKw$4jlA<>qU9D)-MS=Wl+1t`L6s{Jhq?(`z}%PyQgWipVI(NLBt08*c>U z*Id)CFx$>|0j-a&lJQaDYoy1JE|vzAx(+M0l_EC?Gv!CWEzqbXPz7zmTC{U3(g7as39Ai#XZiPC~+Gnj)>geZ+cR< z+)uI68wbtFPfngzn>bfiNKWRWuIkTJSu^#CHi6Ms2J8byK~-2v{5Zw_MLLLzPsphF z0W!Dti2KoFFQ7CX;OCGXx~#w+{C@O3@gatwRgk6=zIz)s&8SV*T$WwNw0=+LpPn(p zs~XI)i;TqQ>1RhC=iejivIkeb9LwKIUsn3L+&jBtt&M1Jx9wP6-4Xs61q?Q72Vw`* zqH(J+VWNFG_0W|(5mV51q&siDC? zI}$fr#F*W9&2hgv5?TM~NOV6g{Lzu9fM*{3vm=3GP1ELCwuy29^K9u3_Xg(SX|+ek zJ*XWMuRu^ErYyoD27iEeKnB=6!a7LjR4CWVkeEc+yE+y6)F#iseGB$)`dPSLDm{Ei?+?Qzm)DDVJ5=j@yC6OPfZKo zUr_7C&f(ag#jd8tJL|od&;AB8y*29i{y6f5(sOD-iqqq`w}R*LDdZ%+kNZ995UQEM zh=MiXQrSHBJ%@R)2LYD1+p(L9RGm=2tIaF#*s7xKRIw)_WoT+1bEEL1M(M5JW7UzV zSs}_WkJ)L0;x{AZ(Lz#(*qGPs?D{Xc_I~_S$+EO7scCT>R3sc`rbd2LZenVtVm6U_ zHT?iDVh7to_w!6JNTWh=$~P(B^cq|`?>t)IMzLbws6RRqQGf49)aRP<{nn9K`}&_d z65)SzBz#}Ebfw!Rp9JM2lWKNLw}Wf~i1Wr7eT^O&OK5_o4kwb!O;Qs{L5M<|C$E_5 zgvX|qJHb*=oV-({Iy1UkGHKnVuP^B(rs~!d*mf7dxRm$jU|n|=Bk{;p@bYT*BB|T zRZKe+{+erC#?_RnX+LU-Ixi_y_A)=Yv0D;H6$S_hFkx%Q?E>Z+qQcZ{CKIj= zabR2K2VJaK7*@ZlD@}r4y#BlV4g0j+ag5_cp8Ztp5%2R#FD@r)CacQqOit4wRB3Zt zF=xHVMEk>RGd`nH2|Kzg>ZE?k58>6{3h-^2vLi{jL-o{fW#)h({E>g4Gx1E4w?s)9 zl%!5$LM)krY8TJ#;3wt!wSg7_o$Rj>fAfY6%jv%*3Mj~r3REL_7-%@PJv21T6eu3C z&E3{-5lvH+UB%H4RZEl1@tOoLiC#)?%Z;2o`x*e!%CzeZi+|mb(`v2e3;RS{PoCnQ z0`}eDI-Ag?;RkeTv;-yG7li?7A4j&K*_h2h?M5o&!n{18zGR$_4xvLW7KsiAVrhqv z;0O&jwbGfrJ5a<1feG9-3w>Y)=TCBV7t~rC`N-hL>9DF{M%ov%s6l3O8bN zWKk?l)DJK!CX%*d?bm4eXEDEA3L8fbvt$C-OHe1Re-QhGr_Hs}xe;Zw}{*>#kj zG}|X6Z_s#A_k5OK(4Io3!LiRf4J#HPN9@it>Jk9S@%n9SfNC-IPsvdaAURe9#>M|l za@_bOIWjf#L+^C`lpJkyT%)yF^Zt+=r!;Ef0Ft9Ke%U#}VUsvOa-0T8jv_6Q&OARQ z$H2+X)yP%57M7b;$`SuRCC34Vp(=pnxGStzzXp&TIjusED})+LBBac=fz1punCQpQ z6Ab?rlF0odB!Tol4N1uV3`rycLK1%MOBsjSH737>BrL1|Aqm!BA&ImzKuBWtXGr45 z-$D|ne}*L9{TY(TYx^T4;hgd0B7^IdvR0$9S1_`~evXN>8M9e}!E#)IylV1knfdpS z#M094R2u2Oh9pn`Aqg`N=~C|bj6XvX1k(h)I&pxIgw5YW5)*R4AEUnHWN$G!Sb!2AqoFqAqlic>|lPrWqe9l$YB0Xz2KsrKSB~S|28C1 z^hZdd0so4Kq%LlVnQSHFiO zc2k&?e}*KQ-n6Y+aNfFVXqtPKLflkitM&$1>TcJ%dKb0Z4px0sZb$8`N>}_iPUk%g z=5D+GkQ~=m!huw`958p~>z>blN{)GdNRDW~B*$5dUeUixj&J)|F$3FltVR-mfhum* z)A9i83*9ft@#eS(AUTqQZDDY_j{cM!-JYc>V1Abzd18lM6#jLdqW`(W^0&d`KW-8U ziwP)>%SM~pU^A!C*%~L<0|DVoNe}(z}3iJIH=KCwm_g9$juQ10(PaG|9?&1(c-zFK-L-Y|u zP@&&rCZ=VW0*C%2RCe=dduq6POMHE(k9Tfg_!xJh1|3zTxf1k|c(c#U2 zWm94AN5ny~H(Us2JQAnWr@7>QQ^v9u_;%4~tZhWm+eSLHa5aCV4({Foknvj{P66}O z>`htOzsyssfO!h>*F5F=_Mhje^`A2S&w1*XjPHYeK=n5n|8<(^Z!$jT*VCyQJy(L) zxEMe9vb?fpBz$>-1;DG3+Ne=|@0rvLoMd5T|ATvGLqLwCZ$f6i0?Mt4pFB$(Y8UHUCpJy2SFB$(Y8UHUC|1TN;FB$(Y8UO!RGX50L z^4wg7qw3vdaFbQC+eu}qnNe+=MtSDZVb9ePdpFjVOPe3){yKO9@oC00uJ78F@_{e$ zl`{AUq9MYSn~co&b zfaR=i!H9O_24Cy}kxljlBzkzAfrr0a#2KKtguPgCb<0+gGW~kaTRxQ|p1~TWN7K`V zG?Kl7+bn$n6~rzGDR*DnugyF_bKYl7#w}374RohEk%n6qGn=@t)*M^a;4)y450^y{ z**cCf;}71%fE>Ac^tC~UbIeNEUq%GS=q2Jq8jo1^G_H>UiBIE|K4agfEY%=h0#oRe zQx`p)1<@?W_?xp$_f&ZiEH@^VqtwHdKC4gfOiRkeZ<}`SE3+6!*`OfKAJU7aB}_xjWjnTKVEODu4?e+)j1&wB2u-o;=fv-9;_lM%Z~#IHgn68 z$Zd6_E1Vx_KlL@`J|>qIQZ(DgHBFk?e|kX3f6M1S9Qzh?k6=3Fx(cqj zr0JqT(?l3$h9KI)w0gbRxtOSSYRi`2kpfnV9#7>EVs`fQc63x zC{oK;;&!c3+qXADtPdfr-t?3y-mK+NQHCe=mRy$8)FjO#I?aD=rI0h5Co|IVh-_7x zZdkL5G$B_oMj9E1e$wO?Nvic#Hz(ad#Ao|HS>PEG(XHXsri^9oq$uN6`f+P{`hnHK zD2(M9*v{9r1Y$kcD`s$}vSC=mYB#*fy*3S7YjUeO?QE~i`aq3uWu#$v$dRk<``Auy zwx61P2(bfoPPn{l8ooch*b$kQS@h$8|3~VKXtnH-tdL1(0%e+J)JW18GI|h(yEIz8 z9Nh482o53Mtj{M842AH66Vl-z->pUNIKHxe;Sd$AeZ<&YfJ+ctiigQVH>rs*dSoEC za8O>fEUUgzSmcYT4HH`m5mUF$DM_E4)iGAQhN!KOh}bkCc&UjPWt`OW@YCZco!62v z=aDrp`m}`5Gn+HNOI~Z#Gpo~Oq5{GkZ<@U$#4el7TFFpA1=)Mj2k(rxcn^f;#0g{X z+O0_@tg6_cij%?jf3f$LF_E?l)-FyrPUF^C zV6?(XjH?(Xi^xVyVc1C6`8yPoQI_RPF9`#Y2Qb@C-=2SQSTRFO)azh;0Numz~3WS$^BsZp9b+LKOms#5A zY?ZR3K=vz)tThC?l=!C;(ZPFr0eb2pZt!-<8yHpJOre>VT66OsuXJv>Tz7S8qZ+s4g)N}+tmT-i~y+rFm2yWt_$e(xjyOpuyKILo0J`y;_Y@6R8 zANihhDaaA8TA@InDppMmMVRTneyR>C-N>xRj6M#oz#U@bu8yR7eJDOFW6p}-hptIX zQp#4RREIM;6`7mb9?KQXOTQqr4w%r=I7b94>>r~bW*2J{EshOrQprql z5U7+3>lBsAb&_U4h@>NzdD(jl<#?LibH7ok(n|i?rD?2a)HG4ER5LXLAjC|`V#(hm zs)&Z;jiqW=D#I4QEHZzaGieY})cZ40mEk^k3|yxhH$m$s3zB2Fae(gP635N@*%;lm z&C9z{SXkN2mvL3fMR04BUpJWV8fznB^R9jCQ?_#DZkSSNuvz&{I`pe(tdKcBc^0Y? zCrTQ`!V=J6X7`ty7mDJbAG{5WX1Lq5Qz_2P!HQ z?FCURa}uSe32|`5hMs^EjhR|N-2N-8-*;~xv5-K97sCGb3vFzQMW~4vVBT$qiS8Ox zz;n_?Uq`Zoi+Dp?f4ckl)cUO(!Ef+9YKfhJRX1n|LF)jPy?29S@+x3YOJULIqL=c6 zd0@_iIQsj*wK?JZA_vz4J7xQ9W^P)TNgnBzf_-MQ;YFOUB=y$Ufu^W1aZGW{z|b|d z&~Jlt?vi^QM&fWzbykvwB+m3s{N9=?(%!9%xhPKG$5@r(h^Rieljzt4{!{FW-o+bF5@fEqIo28 zU)rdOH6G=h5|H{`o}co85=bFgY%QNkwmV^4te$8L^+logN7f#KNt`r6p~hr!f+No$ zH01F6nO1tf&57^{b(4?QBC|Z?ePVM?F`$q}!bY+z^wn6*R(-p_b?DK|7)vRLit-$;TZYnQyF=8Cpk4YbuUIvHZ9hLsP~w4sq?%_BP+FoXj+w{ zi||)m+6a*logvRQJhYJ@dp#v1?zXu?e=wWYYFNBpO@tIInGXdWpB+{Ea07bc63J}M zhcua3Ngr;L_`p&#GijGD4jLW|xiOj%8ERk4<>X9NYl+yMaU{=zY*ORrVKj89Vzw;% zYz``#=_tn+(LEAx8+&hcdwcE!h2gKys=Tj8z)zw$GU|GH!^yhTl%eBYJcK+f8w#e) zMv6uu$6%N%=bZ6qQXD(pekpOCm;NB^mRv0?J6@f#Yh`l`6yQ;YN*IIw`~|G4ie|Dt znpR4B?nZh2uZ&inhV}-StI^mPY%i0w)iF`n?MvQ?$}scIQP`!`<<+aY4peS?taJ*eSJV0<}A4eTZ+l^VohGrX;M9RT4;kM&~m_w+j;n+kXbDY zzOgK$&*$mY=G*qCh0W&)313y5IDhx9gwwkuxiyfmxMv5XI+=yGrd;WhO}^}3d)mGFb(~3AoaK+ogsV?xoS;SqK3`#@Coz=9}hn~ z{m-|K>HgMP`5$i`iz=&%@(cW16-VwrZXN$$gEsuZ&i}U3%Og8VooKI~kZ*_WA@c2ke6n_M0=ctC}{2)3pg zE81${#^bC4rbeb-H9r1LQNX%drn&{{4{s?Np?1i;$qNsU72WvgHP%)AGf`qXDc!Y|YhAiQG;zZ~2bZ92^OdFlgV?X7f3Q)|!&4b^Zv zN^!kz#AY|88r-#Py&eNO_ucr_eKv!mzP<#;KI&|)ciT@Jzyg&*0d3;x0N?J9=f=KB zdgCquN4k7_e{b1jCDQ>_e>2}T6=Sdb5XzTnz(ej$l7&j?tG9)M)5B=!O})kp>>0KW zgxcAJ?GB`K#af#Ihq6okB%Mn#Sr|n$PnMI(XLHH8S+6tzbb4N0NRcbyDYiVD89}?e;y*< z{kqFSo6xZ-BF6(t6I&@GH<*O3A9LIL)E#*m>6I9wc$3yaVp?dbu1ClzoG!8@AxY2@ zRa)T}w1Y7OQ^Sw{bL+>aa*ulpMpK`2_zvIF*Vk<@W?h;tf81I|<^i~Is|95Xi`ngK zmZ*qGnNeYK){)imZOoQ1u;LTF1t8S=-yMAXH*YF zIYV=9Y=5ZjiOqc-(wnDQ0JUu)oMDHw|BdW$)G>Y%*#xq}&wB}orO&wRp^{b-A@A&* zaE2@=nqmSleB( zqc}U&piwN7f2+Oh2GfV>8kUX~GFGE-N$q+lLS`=ZbiQeLUf_;dfdXu=dReBo|0M#9 z{6&+j;A1~wB1c>&2|k33LK3&c;VVH0girp{2h3%k$rU(}$UsUITt&}w;-<~65Lo$9 zCImq9x=qV1>K47j=TFBeE;mHhmozb5We94?usY>j6S72#Wgv3&1I9WpVPyXg-H=&* zpmG!S=KTTmiSHA5xktx6q?7oEZV+3PXqG@cmNV9Mc2Q;wJr6=eGVs zH$YRK|3x>D}=Zb1A)Hw@DNu$3%q!9f?( z2~C?#w=t4lx}%Klv5fx&c^2w}j}stpMy1O47u~>JY;q~wW~SVSkt{r|z_CvFPOTy$ z@ZS6v-9Xc3+Y7FAd#E&3`G;=sE(g#J(afuPs8i&rX4BK-S#b$jOk528$=p-`DJGj( zt-4_tL!f=k!Z+Fb9bak`3p5=~d{ZjX$St-=->PrrMrF}e5RyzzWyKMUi`gZ|=`)T} z=J`^U0d3*-zY9uVD6FNTw#$sT(`{TVyp?#&rczQJ04A>4P(WG>IvG88DrbjKjM<={ z!Fm8&YtUgNYE`qikgg&PF|~)1QZOx^o_Q%?E%-k9HDkLpj9zwjgn~=Q!Q+l|l1g*N zEskWVsF~{4ZOu8PUq`OWz(MqMp3h=-E~^-dF~itVqTZTm^5>}_YmHP?a!k-=_;N18 zmgMB2k;C`2~mnx$!haxz? zckh*eg}VG?-j*QAO(C_rrgFn5tLs} zes)S+$H=|IcHt<4*h{&79PY_HmL(>i87_u&@a_Eo$Qw=b4Mi~_xA|ncxTT|pyMZ4} z=WAk*g%g=+C;A6k+-Yja-_25Fg^tWciDW!62OCs#F9s3dsEC=&y$hAx(XvL^xk}j( zntp%jQmq~rVwQsS0Z{~A8SR$Y2SdV^h&x9@P>>@@XcWGwcUV83A0HD8Q_VP*936H~ z=&H&0#2dnF^v)0mErMSmZRYclA}ZS4Mu6;~I`Ee!xXUx@`l=oz{rctK;fAw{A09!m zFj+~G)PLZHZlG)XBuk5#72IwkJkNN_*wPtQ~NrAE+X z#=bFlx!1?6s_74%ttHCKRi!DS2GS^{gddsEMYK^EEBz#wf-9o}zzx@6f8d7C{rprr z@e2Bo>SUs|d5cVi;}xuGG8@~YBg^LGTFHvpr~%=Qa!h|<@DpDLt$|Y5vBstawrHgUXM#3S%X zL_A>(NvqJi9{0j43M&eQ;?Tc4D`^mRHwnZ2dl{$ouQE=9@PYb2$~Xr9$1)Dx|FVoz z@=s-)!N1Bli)d_r$~cYxUdEaIM;Qn8A7z}n_5WVRf&Ej)DF>8sn*UM8;RBR$hCmnk zJSzQHrPo47qrO-V>>Z#UJ$kHqy=;JVYZDO*`{BYfes{F`_UOZV>!<*Kv>(sFDukP+A-=OCh&P|}aKzIWmr!`Oz&r9N|x z8>D;|nG7pK_xN6aAe;xo@#!#(?i@}v9yqwLU0uscIZ)ZRQ&YoAN!iqeZ=6IaC3!EG;X@Xe8@g~LA^x=N1YmU>(vYHbQl;exs7NBta$r;s#pv0)m2!)6e zi6DjKbN^NDVzLqLRpCjH-;mHbcmZq*EAy}sHlMG`Bum5b#&90pK!7kUNJ+X|fpe4# zNIr%#Tbg3N%~-7h-+ec}2qDBU0(&QOpG2()fj?WmjdgL^oI|VGu%qhtgW3AGRaYFw z`KZM(Zl4WsjOa)Lk>COme+F_~j@|fe3E3h#y?`#)BBs0d4Czge0P03@z6`F_|QEp-_hHnFDUOzy9+Btcobzf38f~*s|B)&wF<@3Ac2elhYPN`Q?T0~fzRbn21BD! zYP$LfP%jv3)YaQl|5SI~1~HRbYuw$Q*72bDc+JRh3#-KbETlZ_nbuzCz5>F!bbXG7 zjL~1lYVK&WhP-Gyyb9yuh{;e5~CgFGcya zTiS{?vR+lwmzbDanD?XFMX@-(WGj&_C@xgT9o)T;CHHrs+2hZy&(iYQQ*JpZV&b zOH_Xz|1a7%|6`*1A7Jr6i3%+-2|?6Xi+6pJ_{YywMcQOj_xY@E}vTt*S+8ofM#_OSR1IV z$}2$XjWY2Y=o|2tSfp2lforJeyTzzHKFTWxSfTJFPG8zsH02!p=iboov(^{kDzFx1 zHVN)L+WfOFU9deM@f@h=4(|~Nz0f>>@r+`R(zvjg*BPsFmZe2on^=$~mm(1BEWd2b zhj2gtIKCuS@1$*%XYIbE9%AG zjdlh!)E@T1w`P->SPe|&-DubFBTJbl?r4|li;yi*VxPV%oOCZfWq>j|lXeio(^8Zy z-y3dEwJ!1oFpDEdfae-W*)_r%?4T{jnZG&NChM1!{;xzh_PWILx-_bISZ&*SoKPu# zDGxt`gs!|=vajfOeEgtA{bONNV(&e+`B=fKdvx$(oHM~iX2NyQyMv8Q32~YGzjP3? zjJotHKHx=T3M8i$a!yw)7VfyZz!BBnH+@ zm&8;f%h{g_p-c*flDW4D1;{l0%uCX8oIrnOuzDcQdQ+|yl7}Fc^;&r7WxNtXn`;GNHyGie?nXnq3{uJ$|hk2H(-UgsQpgUzyAc<0g5~5Lr>xn;Wb!t z<)}UN&e_v^_4t$$&e_D+Mfg$n%Y03+RdCFWKFg3{a2d`b51zR%swSw+3kwEOkksS# zi{sd#p8sag>J@jd9V_sk9V~sxA$tF1u*Rdl!4{C}KI^qmjw`XqZG2B)o}oEQ>WtyC zW%;H|r+V(DFrn0`{4?5D-}iuyitX=RahrXQ*N0D+PZn=dUkeB2Wz}ic@zyDhXR&6< zjvJ6u_!hnxkMg-KE)m+#>=>!9HDSjCYa@VWOF}$4lm-h&)z5*ndvgd7sE#vV z?4aRx5V(2&3RH4`3smox(0>9Io6|lMxCb0=kuf)$ z;*w=?>P4qTt3{!Ap$$6ja_(B}z&fjLEI}tS06Bmv&*$VzwQ}l#7E-_#CD5JPq*J$ zQklg3%Cg0dQBR3?G4SL$_JlvNbKwO2YX|Gtl0}=_`E@DhDPTx?!r&4((kPOt&bX`v zWk}ok%LfF(~@=PTneNJZgT)hk7IwQq4j6}g8x>LECuog|9U;Di2v+2`CDl9w5)Vy>hL(4+Rf6@)-?YMi{ zgl4xB#+zA(66c&}qgvHa^w?brzg?(qvuK>YoITEcZ%9U=f(b;6KW-UJm2aVo-^IQzIgSp`{Z&@#4yMt&y zfNv`ismJT^+~Uoan9QIoC5>63A40;)iqB3hEY9LNPLEAvP|%v_7$>2R=p#I*FZ-ee zTe=q}Q;>@KWxf%pFAuy>crvCz{IU>9t(t@hvaboV7wy!kb)>j-d)k+rm*aWVP@1;4 z7I~Q)ln%v-Ue4kN565DbbZ3QRVrXO9RHA1E%drIc*sDQ>+-ZF&qwGs=l0DYlqN4l@ z4xC+&%b?~AUm$nO1dDX}j2Dz}c9LN=LVRz1eAqs46#4U41R9g&HhIo# ziROLD`@8w0)LYn{D!bNZsatA|a|Nz#UV`S02eJ7U&)z^vy15eO*On|I}i-LM)gWl-BwjX`bQHC?|fN=nAVyoPx`E^%Do7g-5u5zF0hP8(m|y@jwIusg%yEP zMvag(`AYpkXykk07zUA-MKpl|iWTWGhyg2DshsgjTsBG^ z-KXn3eX_L*tukQMtA6F9qX^cX$fK&Jzm`X0No|qWRc6yvQ$;tZ4|WO5^K8jY3{I;` zbh(8-Of*DYNc!TQUjDE$+h^c$3$q$n&kgzslTV55r>5muc22%2A!Lydo}WVT9AdFqvtm zK{&i3E^UF5NTHTYAyJV?O%6GNfJ_pYh{71#flbJ}j*^*9^@kskgS7z&1A|wOtlph^ zwamWuft3Y+H8&=RO-Px~M)4qR8oA^`y6p6we{(09iq6*EP{okFSJzy*hQ=ab2TQ(p&Vv(uIt z=>XP%28%VjF4bF{lI?0J7F{b~2P<`L4dk8MCPQXZV{5T|V1V>$*Ka7GY7(%6WtvTW z0{mX}k*(=fBcN0O*umln-r*JbDH7RB{hqt9zo3<_5yfo%fq89=Z#};zw{&LqD8$m< zw$>k2B^-n5_$rbM&XI2IMTz!jv%&CE$!TBgeS5|LurmBlvOg@zS=o!ZUYX^%*rhr-y zB?={qUl5#7P+>sFi$BrBp|bx2nL8U{IW#Me$?q285ZtQ3H1<^O5;cnxgHCvP%hp&g zY3>qP#-7D@o+_eb4yv&V1JxpQqs5SH0DqYvgw^C(Oqnb&wj_~y#HndXdXWmF+@jV? zyLo_F84}jXz$t$^&C4#BuwW!^`zU!Ua!h2p#qbGA(M)kEmqy!+%ImXu?s3CcqEddw zc)H1`OIqjXSb?%tX#v@z$PxX<#88F!5M?4%ZyZ=;8I`;xc}_w)zLKa!hQD7-@6eUW z*iczzI&GbEE1iu=M_Pg^J3UzoYz~><4b=nDxX2JyPg>p@ac?}(*WQ-^v3Vmr8r!|M z!4$2R$l-9ZeF-1U0!{5tqN+-F8Pzni0wk(DpRO0>w-^?lR{{;T2Q{@RKb?-c&QEXV zg^yVrc1`wr=kF}l7342dY%YLA6}9=FiAu}$uSA8Gruxl0YsD1Z zq_zb}O42jZ_f6;WrzEjVFPXtNLd5PndPj+Bfe5j=3puY(1(l*juVUm#o2z<>oGO%E z+#MfnEA(skmoW)^dZO!3h))P>XAkLrPE>6FqjHl*(#YDx(G>6Rf=vk^ARs*;y?=fx z#{VrTA*UcOucrK0IO9|Qk8mcSXQdBtK}+d5n*QfPF%=yn;JAs3o{^aWkDis81rM;1 z#jHgmY^i7BfXB?l#0*eC^Ent8Sv&sqoxl5_|NJBr&3_7^0Z;M&vhBsl0GKlt5EE1| za>V=V{g8+H>o))#ZW+-7{L}v}to?1U?4OUn{{0`5o>)R;FN?dYCI1R1PWT9bN!tA>3Bar&Xb7IO(K0`AmF3#$;=A~5U>z95TFo9xe`)RXQ>nCsZvt&iAhhXOG#4a=uuI7 zse(ej*xbfy!gg{-3c`FsdxQh;&7GU9+rrsTFzGGbpwT`& z`shzxFvlNtEPSi<^+R7i{fxM8zeDIj2<5IKFYlxK!RaX~%Y(8fEUU&P!5`7G<$_KI zN=m6>ex4iFF`BzF1KLZ62S(FP^egXkrtR|PX9WrDMCr@^{Y4a}C!c`zrkfa=X<9Rr zv^Rq`oeptmLLDy>T1s>beP3scdTE0hQ2V>o28^^MjC0@KykhHV(+NvUF#Yljitzet z2B>j5;7Ud`$acZ3up9|N@n1{^RD^^y&9z9=I^~2=8|~1VEf`vX0R}!luD?ixi@P1E z2`8nsgM~6oDW~kdkPOLN?~|4m4H))4o47mph2dx9Y5q|LlTPo6ZMgrMR`AV#NpBJW-NKLLtX08EzD&Xb6e<5tjOa4n` z^)LptqOv<1#ZzBnb){I@>l~@>lEa1N%lqB^+~aeH&&J_y7T4iKri1apL>hyG$sa{< z#k_$32^v#kV%)W+(>GJK@nTVtI?XkK0Z%H8_RL-7+r?hjj1lM8^ytP6=AbiJK{dVn zyP1_JmMXCmk14)SzovzelTE7|ogd^F&--m%%L5HLKUARq4mQLU`yDCsirdY8l;ubDpJDTBkC`QDt*}MAiOyN=kz_)*;gw zBC5p;*P~h+awZt&0(=PE{XH|MCD$6y%GPTq6Wwn`rr37`APD9`nE}d>oR;I6EDnUX{N{fmPV>m2N7fW4{l z4(Jy9N*pU3V4JP@a`tOe9Fy$V8wbFK&&+L=AkV(M+|F!O-h6#8W`lQfBN}>?b z&x|hV<%Vo+NzK?lhTupm1Kik%z6OP~GC?FPQ&gOyocce8V65LPv(dA{^X`HBbsq!E z1Jy?ue;ITHeVPC__1_HLYg>miRKl5n& z;ov6=h}$y02eW7w+}?d1*PUAuI767FID0(7s;P`_nvn`E583J*KBC1jNmw?_9(UNT z)JzwZz+V-D{N+QFrRPKmScj|M$yH}pjYCgEPkK@!;7cI=0{u8wf3$0$425%tcO#TS zuYD{(PQ4M1SXFE@hv5$H+yUC{!|!995WBJ8e04E!Gq4->Xk-`{U_7I*&UfCBWSx7d ztDIASJA=Dy!U>yRl63exW8QC|^U4ZesrNx>#+rAPgHFQkM8F-kU_xIyQXfKNB)O*1 z5^Z(-WhvuK%6f;oEA3PGXou*!$-c3Sc?j2`mk8mx& zawKAB@Jr5(S_i~2qIY^XVN-YikPJ41VM*awjiOiO$R=E$Dz|jT?^pX5i1& zsS7^$SRCW&x7>kY;y>Qg-ug(_d;4(}Xkcpw9c zEIeLzJoccBs@6%RX9n!i9hmf2g?&lxsB55 zlv}0PDm(H!@;r;#=Y3a-FBEbZmZcP=B&1HI;8UYhy{+1GnbS@uCl9O+a?+4cS)9vp z_0~j=Z%PIn)1Ar)ld7-kRngq?1v(R`f`%nKR-n{jowu(IzQ_mT7}(s$z11NrP$m5IMIqBM+1x$PPtPzUIVm3_-DkdE6m&&P zyvxa2 zca5&m6QbATXl*nHFa+1y*5-scLWyCi;o}aTJOk;FOQ%nTn*A{ZldTW@F$BYK1vug; z_k8CD_D~0EA1$wlygBkdd&Gs$PUL8M32sBOd#JgZ{YGA-^hQKJyyA*WCh8)Kk;Myh zkt_cJWF>J|^Ly#By7yzWG^VoTTe9CeJzA5~u2)?DZ7mve-Xf2|rw?MgH_j{9dQYaR z+Ph+*=%|)B5QhT#>!ozz?*^zMo4L;7f|K%wP(a0Gs@E&@rukSM&{7llG#G(=Ri5b& zM^omgWv~&BvVor>;+e&{`?l-IV3{4|q+LBRIMvQl`<+lT#AP0&14$>>DeScr)1mo? zorXRM6VZ3+io(YESXb=V%LT#As$!1c2s*{?iKR;hI=VbPuSc89(r2p<$5dw`*2yB> zd@s~zIhEW}a{EqaStw!c-*`&ou0*&w=Odes+*Sm;LpBe>z0>JiVu!yq=7ZY&tZ!hw zR_*JZEv2eOf!s^>*J20BhQo!q^*c2SV?0)>;B!2@h_3#V~n++Y^IB->D}UM!ptr0!W3In zk2G)p*F%|Or8TaNe4pXvGaUAax!-J=)85BAU7h8(FOxXui&iTwdhcybjTY(|DpXdQ z4Kq4)uM%Bq`wS+M-R>*%WJU=R5>@06?!;1*>9R-EGdEh&!%ubw=LW)u`v;NOaal&= z*w#47aoNUn8Hz%-!W+KISk5OwdRk=j2UAqZMpPied-TGpF8)d$MbQ^9Smsj{Oz$(A zw<_r$g~gxo#Pw`mdlV1spy>*qc2Ngs1{A1}aoz30&}{ecQEyDb-pz5%1ef-C{tU5; z%DeMwOBgd2%}qj}+n9`KubwQI{0BUfv@ZjlLtPz85% z>QcP8mA^%y9k<~Gl~3;@0{k%B$5F^1PAb}jEEdGdXBoJHp_H)JkBZILEgg3?NkjxV zvgmAl?y9)4m_oSvl`YB%DFWI;0}XN2zTasS9Bw#rU)~a6PFKNgxV6qx=lgXyNvlN) zUpk&ZqC(Q7wEch!nhBm-Z`?MeV()^cuCTDpr|IHCo?mu$JWAY+H4u-kQi2whcI{M< znJa5(I(nfcHkMQ@A!2FUF&KJ^A({G>>dUZ#KCkH>qy;TxJ~SjO?>HLOS@1sfOGP}q zlTJfVcK0cQwRy{G<{#0YpdG>&ODu&!( zk^xx>ov3Hkk`kqmf+qVbtGceLHmh`om#=ysjqpA$L?rP$scTI#qQ*vvnox`*AvbNq z1v2SB0DqUFFoL4$qi!1XFBiD0EO3}fzO0GdUs?T7)CM_h*R*$cd3Y|x0Pi%hqg8X3 zuji8f_$DKIs7H2;8y~4oPQ)b;FY&t{bLWXH9#>N2IJr-vTT){xlvks5%Kjs|g^8@% zV&(+3`U^YgFWa$Zrzn-g_#2EA!_vPT!CH3x3b%}b8}TTA9KlYD=6+7wtpG=`9IhM= zvhyEDuogPN5v-#9#}V8Qa0IU!4t$<)*MkFF+NRbkHwPUO+mWvCzd%yl6G0eK1$b&x zF%fsJIT*PupzKpjV4$FMN#Dcx}z{`T&l?br9P>K1uH`66_#y0X*QQXEF=q7 zfa7;HbN5Ijeb#W==n_O5%B-w?_Pg*0rWOw2wl&O&w?`yK+VO7=ffoW9(YXw+bP4FD z`~+1tSO>tp^SE6_l)0toK{}q*Uo`}-Yr=bLztAHchRXYu@>GEhdv~P?x_kHIDbnh; z62UcZYm;}@^p93!Uc=mBO7&?Y?Imyt157Y>=**9I#j>fET<*@z`m*2siRqm<( z;l?F)o}btR{w*Uh6R(451c5jQ9V&{?=f%;d)hF49xq9m=)Nrtu4R~EG(%qyU$~Y!( zk_e(b=6=BV`FuDkIk}M0BbUsLE5)@&vrKCN;Y9+@^Z1ZZwT)njBV(q^FHepLw^gSv zbX>*1wsS;D_pFG@)vppbNrJUPPs!rez%y?+cOv)Kv$`%5E@4740gm7%*3h7nc_rCH%#PE>P))r1(d&7GYLGBNEZG!V zMErK^q3A~9*|O37%JDEMcb-<3$;DFqp9x%;zw_Ax!YHvE=vTz1GiQ*6Cg4Gqciy$}otx<3v-$ZE%RK`%KzF;a%PVj-8QoN|f zNDUo&$;@GaJ*qT%NzNbXU{wAKED_4wnmpotlulmPD3XSev(FTr_jz_<-Jt1j*Tds` z0dnKrkO||MDF+i?Qpo8&@65HVqFcpB&X&cPpLOFa(pfCU&SQq}Zgpi|rhW0hd+3sj zuh|DTc8xhsXmoBU?h&0Nx-3HsBKDs#B*xD$VGx#&>Z`in=AA3AA6nnGAw)g~gG$Dj zcgyigaY?(Sj%mk|bL!(5wy~v?To05xeQsoT+oUS9pfzk%XS>MkwY>V7qJDgQ02IMl zn1i@a35?O$JC8d8nM*i3{Vish1u}0{Dw6h!iqYQ=$tbyV-*>#&p=C!PqG4O1cp-1T z`lcVDT|Pj77=3WdPAfq~p-EA4P=jC78H{()Z0v`afw1+kVold##k=e%DV0wAW{6MQ z5F0cyp_m)wxPt^jy9}*YOsx2=;i$CCTZ95bY@H`LG{OftKqCridlS*@4h=Q_kn@d3 z;3MA^7!6A8Jg9}K90vA7)Dzy?A=F?8pk`@saaG1pat?3b{^h;J;OpQE?8|??Lw5pk z27(Ptn)vk$C=m!%ESmKPT<=uC&z!HCAf}LKAf#7kNLx0ss+`md3fw0fL=Q8hGg&*_ z0Ur!U=rfnTJm2s15{cGx$bFy{$GX#YctY*rjzG!Wd7hkSI)`*5aCWdtZQ2 z>;*W2S+;xuj^M4~u$mJKeXouYKRk_9jyWCW>jqU&mDj=ajbFQC&R*K$5-EOP*g1t5 zimc1=tHynQ_6!!Jf-nLr&b!K2sp*P{6Fk zb@Nlx2KQgzkVTMJ_i`_QEx{w0zS8c6z@8gkg!V4_O=G+Xk-dXLYyxvCilF~d1QP_| z_(Jg_<$~tUn$=>zUf3^l1Ek8ptRS)jP=)*YY(C$PX?Z9+yifP!;KoLK7qYXAYL!-= zXeG;%xU9DzVcwWPRnS{{cs#rA=bjf#4m2)PZL)k}X!6CsJfJV_PycM-Rx;C4G|N&o z6S8RCBcQ-F(oGmRYlhG^)vfj^9DhMextF0n#noB}(Oj6MK26cA+fb#1roc7Zf(cvJ z2AyWH&Ex3@m>m1t*7UM2YLwNNxq~-K$9i^QEmKmx?i7ush>N%;x$`j_26no_;4*1p z`o7ue5RK@ru|V$WuQkK(b?FRC4VO7`xxFHAshi6 zsn3Xv4zJ~YVn42v-{bPV+vLCDj5UkChm>yoY|fcvc!DoF@#46!60Y71_plMH-uzMh z>-633(#`fV!lN6)-e#>G(NJZL3RV;MQOaJ?xVBNTr^p(*wY9;JuMF^Cv>V}3rr|#C z8imF05x5ssC(R5PdOmfxcr!&C$HP#IA-v%@V@A4U#(qv?U*R)?46L|~*B^2V3xh7m8-hZEBAxqkA6mu_5AID1NHY`e}x*{|7^KNd0u zFzXGB7CWky z4Iqi#on5>@wNN$Wv+%nxN+zN?S_3L4pVd@JtC{YuH zYHgv_gdd2ep1E!;nPv?cK92e0ROxP*sp(|CZ?V?fR($sg{JHA{t0XyHRnRs>?$uUO zHJz!NKYcZSocuxqX%M-N#4mQpVXI;ZLm)_G(XQp4!Y&<|WZAt+ecW{J62f00eQA@| zW?b@N1}YpM{n}Wjv@bWc5Z)1fwyefrVetV0RZ??!OET^7oWN2gzNxW@5Gmua6K1D` z-#IZt@@-`C*kLcEa@Ui=27Vs<5GOv+e|TBS(?K_EuRg<^KV_aY$Ave_GhVb&do0B~ zaoQcW5j+@khlxiPX?$9SoNM?%jA-DOL-6d1p$7O7h}CZi5GL+ysK_R$C)d*89#Q6G zH#dX+P$SGJBRIl>+FE(C180H3(`546V{6iZwK>@9yy?Mo4uBwdO_;|TmHtKV%pofu zAPB}U>Zh8ye$(NuRQiNATEKGiaEf^AKwki<^sVV~u+YfvaA!9t-<0-pp@d;+ZV(F} zUtCqUi0V==w;Lj$@)1}g7(}cj7N+tW(ybWWR7Z+=A_S(AM>_FpX#e8}?s6`zKDp@r zrP^#+q5g1hy1t39D0W>?SIz!M5qv85Ss<+ABvGcSikKPhKXThUOc*ncXTqFjXMhX;sz3IJ)n3Ha3k~7AWHJx#@dfR>rFa%HY#M{LCC-oY5Z+^V- z>_t$83N8eZ$Qq=!gCp~(ovjc+&VD_G>NCSJ<1*_@K9Ho4x-I!#QhJ`RarUhbUtBOq z^+$SOxPjuDCO7zijs52`7w6>2JmE3QO~PCv@k` zIJ8CQ%;(Ivw!$L9GQl-QtPJ7|Zy5I&W&INXKQI`;54^1ZxH?gcDI)A1C2)l)l3p}~ z5AXw9UMv314;%$#>PzMe;Vb?L^+vwM)sq7RwGQElyM@SGy%(x4hdrX9LgqXq5SAjIv4&R6E6K<$_d1;HI4O;_jDa2ajbMwa#|G#VTvjNJlmT-y zUNaz1`s9ulCPMZo{^#7>Am<1z28UMGcX+Ybag=K?CHQuG6r|HN{;aIPBM`s%-t)xY zO`_~~yu88O8#D%XtGE>KkA}rjFU~TwL(6k-7?~B5Z;F|UMKL_LiMfvT6WB(KEBf*> zd{bgIVTnV`H5O#k2CwrjznW(rYA@3xxXXAqoPka4OSy!_bDr-vq6Q{%Yoj7>#5sww zXGif>k}1Yv2ZqQUd&ypCo|Il9GsS&w%KL#N=}WCz+=hyjKH@$)Y&ZNm9NeJxpKqU( z+X9}h#tS1>MrE5L|UpRdp zuC~)YD$I(~*3;S<;0?*s3LIpvK%Bo5_US6Sc`hz-bJ`>jmR%VcO&h8)94Elj)W~pV zj}|qATWK5lgqI#P+;LyyUPqbrlUDaBDErk$*~*M!rX>IXbS5k2oMa{^e!aY8oA0^+ zFN7xrq?@a-blWo5kXF&#(f0I3hxd@{h4Zalg3XT2W!fJ0B`tRfWo`=1tFQng{j*n4 z6maSXnvW2U`^U@b^yi~UZ=^)UNF1!B^pD^gPEibW&nArxjnCd;dm}qvh;J&i^4}RJ z6A__nDKopgZ+U!G3P5#$r-@i8d{@kz zk%?hdf?D;L)BVn~70yodbEl2~h~rg&B+{d-cWmF~bNL;A!gG1RK^T45GdF3;QOOgS zP*lDc?tup+C~!58_`HJoj3{58%LsyDOXn%3{Ij-erasT$BB^-csJ6K?4Q*G-{oK7M z@s+G0f3X||rkN%7xMW$F5k!P|$0f_aHK`|G+%+k#zrSi_ufP1|b?^`U*uf_UU*uzb z!O8BP$ADp=^O!vpw~#06E^c`W5+>FsyrtvWBH2u_+LRr=aN}8PgpHCXaG|VxFfvb# zJ(`R?w5Qz`WZZmZT;JD#uPA!_W z*@w*q0;GlT^&g@^)3`+P=COQr34H6%bm_a{zbFTD5t)LeAGvB{&I;u?Cth6ac&5n; zqq{IGoMi4VcALY28kLubUbP%Nm*p@IGr_^0JZF?nBnt9VQwM3T?hOlS;)tQN(-x@> z>#MGazqnsh+EnGvt#*XvhoS0VBYv_zI@*MnlbQMwXy^PyBD*R2VtTJ=Gp22BOa63M z{l2TE;3ci{8%4W)T2u_ypJO8{b8%P=hsFf?#qCx^D3^Y6s`DCrm(^dOdEGA zJu4|Hmp1JAttk+dD2Wx3=`T=Qb^e>wB%}OpZb=h6`}Vj|C*yp}=nw3Oyu>rEt?pGt zn|%kf5`ab@-dhWf(foD$M+=U96^qLK1gd~K7TF!f4;6GHs~;M93*7G1tGl*VjvOew^UHu$0N4D*Qaq^@?E8n5k2@2{$dBH$fhih8%8W~3^~m&?NtW7Rz6n5H4vvDS1$MA4deHh z{iBj$;6B#ER~%OChOELL8t<^zXCabBRujPrQ4K4i4DT38P3;s`%_=MIJ{IVhQQ}6njne$$Fcz8 zvnY7d+x3kOMf8XdU_;|`6vwDV<0IfT*K-CX>C2O55U}Th6=NM?Mrxo>#SZy%$;I&A ztG-ppEzFFS;RLr&nI{FTS&_ToMUgS;&&6?-!SptHCdQV#pK|6TUZI*h45?`CLj9#T zci}?z5$!V8Wvrw!3f1uzMmv|uB!@V01uGt{XnHe zFFv|XQD0E6s;6wCY-mt_OU4}kArVHj7;hj}U#xn*AZX#wG-ckHUKyXH)|-y{8~&AR z$5o196`W3jAStpV%kLUKLG-w%nciK?ytE^!v5Cd}clN?hp`6O!uIi0;4Ao!Y@T|Y; zl{0hVsvnZAu$-GC?;gn;$z#b$m<26F3zPUUHN{nt;PjH7`SU;N5DTOZPI%_=)ePs`QlpQ5V$*Yv-5?Nd$h!wGr{;H0!$uPO_Gn^vuLSy)5z- z8QYWw{i7%^G1?WF{_2n*5iAibzu*O>VAzfs7qR^YJy8hzGBa@<5=R<4J`c4ONw+5E zOgMYk&q;h+2vn9in@CEu&9Nkk6dIjcc~8au^^G#ABCJc_RjHVrse{=6r?;~Xi>lok zzRDvCSfHZP3P{5=GqlnjgNTF*!vG^a%+Mf;MT2yS(tN0+dccY=JB(xCce^|11;%iHIrR5>x`*d*k7Xx+}_rteOq|t zhfT8z-uY%D>t`nQA%B~nRrXzjEFTL;jNHl^Wq!UNg;PY$H-f91^rl^@2U`_a`9%Z4 z<;2Yny;uHYa_<_hsGQ`vNbgGT$(iWY}&|``~ zC8=C57EOF`GO{YMLI@*a7(_FA^=(c%gmn<7b>)81KsRO3ZNVqN7Z2~f%$Bs{M^%9@ zgrG003vM-XDWpioLlr-E6u?qNhvOpR{kX@@jdGonDzsEq<1gY=SQw)!)l@%|zx|cQ z?{a&r8tPMAc*Hk35qFNo(`CXaNdXj!b?N2T2X6e&ck&LnB?WM0=CojxLFeczvBUAf z@r-jk1^tlpyb8jh<1-E{b-pRgc4g%awL^|q4l)u^?b*>D<&0zs(rkJ*4Hwdb0eGR^Q#~qu6+2$>0M!|W4|;w@bMb#_MNO` zA48m)M;wubc9q@G2%5H5A71u~<$1GG-723PW;pRujZ@8Ee1X?) z2sNkdSm#}dPOH=OIRc2>h!jYU=jiItKq%-0pwnC$#mh>1r$gU9%7U|GIVjJ3j#d|9{6PNNm^dH;n&R z*6Uw4jKL77FytS60tx?}{+iKqb<&m%m%K)_apZcT$R&02`0|W_$X_Dhi|?hCMFLL% z^?*5~gncGB9tdBK^h~6=8~`y+{K)+kBX^K^Mc($!AgxtP*!KWvM)NVGNNE?Xft_jW z1-WWXM}vzcWyQ>=R$~TjR<~B;0ZMWOl{y)VzLu&Mm#$AdZ7gGw%0j0tS@t5yuQ7EL z^}H%`Dn|6_7@y0N$ZR4y0s%Y{K;yUegsCX&yY5>L_u5{mP}<8%$1@EaD}0hl*Ur$E z-Myy2v?!Ui7SF}Yd}2K5+HDgLqXu?-{i=MX-tbChlE;JwTYvFt*Z93%j^Vu04SnWt z{Z3SiylawS|NBw_o`@z*O?g+dZmG8l06k$b1<(^)@3<4yHpM3mWzuF29Xt1~Rxxz_ zfGxxPyWL)I`$@gFt!@rA?~7?WqX$kof4|u$o%o%fQC>)kwJBvsTXChp*R;h>M8<1^ za+Q}S34L5#jb;3j+Uw9JZ5Pj>7a0>Gn@`jQg>eemZTFxO~dJQjRkLcKYqG2Bm+B^`;=UjlqS}PR%7q z?>o3K%3Z~py4?YLpHA^rGL8`GQ8gJ9qb!_elggArOk3e@Fm?A1@g8nlqE183kXvzS(&><8cpM4SIlc!G`D=xY!1SyTR(OiKo7U$*`$TP*-Qahn8B z^w1c`>-F6VJ|BHPeBJ8O6$}pmPqff{{|fyFp3nl|iRNKHTEWyK6MvOZiVi&MQ+7%#CpBZ zGyV3Ko4N4wnVHDs^Hsq^mE6$CN17@|OFdT$pU&J~%R{<8E~yY0XcC?urjdTnJA}Uc z@=gMi0Jc?OIisCU@8N|vR70hVU)^JGCPegtbjp3e3BsCtG!p*ZY~uBSOKVj+xzeaq zkJLTwJ=V=KC7D_u?wEs;mPuTnAFAupTb{4z%28Xr$Uj^cPv`Ye`nz#L+8O^#9EIM7 zBeyDrLZ?D0>fcTBzrG=U+iJF~aPPH@;fT)q{oun6{wbHDr9x;W`A(@?7y=r;r?)YyZ3q3f&X=f^CERLf1yfWG$BEi| zOmDPotZluN%-&1ib=|u4eb36+ZiKRD?uBvjq3|I}K33q_d1;qJ!RxS{2Oe@ZQH37$ zNHpyNN<|)a#;A+8=NN(pC#dgPa1=+S@6*w!*Tb7+-BnTAWNlQGC)&H#NRX^94BQD4 z_g_9H>a)z}@O0f^TGgeZJ$dAY_JX+WKq7SUrTL&DDFQD#m+fXMb^D<|n*RaUCFy@zqwHRJAe zR7|GdNca59=>rY}OO_mQMvQ4*?t$CWH&!j^xvE*t1?HmMPMJ1*c0gRn&W)!Lc9l-j zQs}FtUI*!X`m`uJf@+`w2ZN{S%90qPZYMv9qfwVM^gWy78(95}zTA3IgfEe)_~h1( z+0LgrW_@@4!2qPI?wQuByvf+@YXCj5ew0UH_yt77=lpM!YezPEXkuEXZsqQk-8U=?*zwLXW6;rIJ;0@)A8op)5K+w_iVsbEdc>)*~6R4UB#L zLaIQHvq+b73FNfsT!}aQ{FgiL6URTttwS=^2IM;<-#zr!r|W;ovtT=NM^Ev%cTMh| zwNj-y-C)Y2b>q$qm2#FX$QF1=ey_d|GyF_(&RB9WhiOy1E%5dpVdaJow~f)>hE6bCDT8h*XGubS>lN?n zGZu!Iv(nSn*LCK#dPE=P=~BJ9p5a=lKk`ZGi2IV;Z~wOUT=RnR?1t(;@Kk$?PM?oO zR*#ro`n1N0>{lu8#XzjB(RLnDkL;VnkX71W2GG9kl}xeuO$%+QQ5E~f#z_*qnGZQ`Lne7K}|ifqK0wfGqvvq)1Dv3>vWn^(pVf!bZAdk zU^DOe*E1-@5o0l%IMg zwS-UfxB}AnN_Zz-B}XCn z*cIP+rfX2Z(|o+7;>EpkckPqIh{yHHpWTY|)#g^;#OrB*T~nu{b%T=PMyPMzy&vp^^g=m0pYUMlV={@ISm~I&*ZCz1U?*D7YcZcuBe4_cNPwNl zF73(V|LaIy;hDfHzr8WLjN=C_@sTCScYa>DVrdovbUAUr)!DfZ zJJ!(1c!m~WCq5JXmDz(k8c6KKrC>e74F3o0O$##WzFDZ{T3XsO9~9)-+>AEAdMEbB z$;~idJZ5~BPe`yWnS<^I3+ETyF$NE_(5R@o&VK1?HyZ_Ez4yiXCktPMn4^y4h5u$J zI(rKbYfAQa<-nXOuOwMn9IHlt?fjCiK{#Xbft?|Ecobh3rgEdjbS-W_maalPhVzaoAq2b^K}wvzd4+&f^KO0TBGCkrjpwpvT^93}?3`A3mQGY0w=gF4!AhU*JtEJT&K0azij^bJS@v_xe4UJi`xmBGsrW;B~@V)rf}v zpwltS9(bE*D-G!uHZzU{`D2u)#b0a4EggQ8d^?!>hCOxREmZLw@S- z?8GO25<7vf?~DGxc!b1G+{jB``uKn|;~qv(b&2RxQd3dbd8>Fd8}X<^;C($+4SmBB zG(5a>kd+PJa^3LOZkwI|#_HSUFP9&OY%^ZVn+BCpKi$k-e0-2uE^5&pfv1nHcuA*j zRU!Y0+1#L{G}HcO{|Zfix9~0fVNg+U<(^w?wo07Ta56TU`5v&2X$?FKrsviWlj$Sx6FixlL zTS4)(qQnbYpO%LnpbA_)7=Ix4Q0!su4ndYg>+%!j7d@{|lnY8x-7Xz{LNRh+df@Tq zL^-FYL-`5ML!TrL?&^70eKkHlmN?67eC{~Kpx`WcLh}CjJ&8lR3N4Q{!wH|HHjV)7 z>CVAj3U0G|Ly}T+6vI?5*&E$j5$i)z&LKVKT~iFtU1iNIlNvNpbok>M)Te4^u3Dcn zC{mWA2AwW?LNry^Y=N|_C{jCGdA}vv2NW)wehZ&@s9aROqW}4=!2AF`z)rYbF|*f7 z)wO)oZ2Fz_=9H{WNGMagPy$Sp@+Uh%Y0LWgL0#EdC$8Js{N7VvYQQ;@4!M_gzF!T> zoQ|6m%5c(o<(aW#ENe6SB#-%4gq9YT?fwat=M!2*O`(M=DaW1;6b`+oRiw^*9p)v= zw?pCCuJKvZlgg99^O7DWQOQ8QN=(m&eed@5f3Xvd7=WFy0@#T&06Wpzo^_cu<~`A7 zOsDlyH;jY=^iXMl`YzAI?T-IsCp<~)1cmLP4K%<`OtdIJzA5r%;&Y1EFLr`5Dctud z4KZo=2G2piM+DFtFK|7&+zfjH#KCVLh9JdV7W8F%t!AMR8ow{MU%72>*T3zli9X-OOg?G&g-C>aTLA)1x zu*OA_nQgn;$?hJ>?kdU5nb?q+X}3sk0lIw2NT+AszT47+t3rdTWp8HgI`p&R`-R`k zTrb9!e9@(Mkm#ty(dE0UiuG3>-i1Z%a0zbFMY!iR+{Br^yWo<_dpZ!7i#A@JKu^FY zLKpeBLhrQD`EFFdvHb|5Qm%9hW7`1_9}8Ln4_gQAJ=vJG6R#;X8SlUEPRmH_yN2>} zuQuh$+m1N6X@>AU;rZ;aAysj_TO-A0Ab7Y*YfrOdPoh3hqf~WLQf0-oMBFmG?ymXs zA+Ov7`sGb8-PYsZSGKfGR$Xqr`VM=uR_SAXw@Ipu=Wjui-ayXiB6I2v%a3MD%2^RbSSfO734rkN*CDGr9twqLB$ zo?AHk&f~cdQT+22)OhjR?0@yH_ljCqM9s z#@bgTd;*hKBxtS54@+^HI;OvK?E^Q)@u3D}9Wij0(d(#YUEgHraB{#Y45$7aL8;hz zD(=Op4Ctob%Pd)Fsd>4AmR*_7N;*@0pLQ@h7$uImW7RY)_2uC7&Su@h&COB2G{|hG z#nI}^5(|}2(t|Wj$4^s@PWfF}tmvXGy;pSPPQd&L#j79Kr{zj7=4dST`omxN0>p&q zb2$mcBt4-qWq7?=NlG6R`uIXLYnu1?H?FXoCizKpBj07wIBZ^~<}ZBWsa%wm{|I|B z!y)!w-OXhG2uOepi5lQ{^}@rYau77 z_ax@l)S1h~Q^zPo1}K^5_Qu+ER?0L?OPb~cY{KHtRk%DqehN`&qZh`W{Y;Or;Yu;g zO!HA7GlQdQY)ZT&vsyQ++q`wWtL&n6*obM#Wu;7jpD5@Y);VplDtu&lJX&LJcXqP4 zVY7J0_*UoO-Nan$UftKz7I**VCp<{-M26bx>*2ED=?rV5vl$sD<*c;Nrk9E+x;pFe zhRdE`>rCgDuOZm`tJr@V7!^xDHFOI%6a-ethD;ye;mzXD3cbXy#lyfa$#(Jy-a2~R zfdw0Q@(I&zv+vhNlVi&#qkVt!6A0_&LylIB;3$Bfn0+LYNa80hlzM*oho17DCU2PooWr8@}=qX3&Ue^)!+1 zj!a9;YYPsyifkU+1kMGitL8xi$5=moQ{9-^7~BwDTpMKtc&QJaA5wQp#W&(def@v( z6VdNzfAACBBz{8fAzDPsMe6~(tTK=4LTX298i}7c^^p_cCnAM@@Dq)C5-b2e!NXbx zwX%s0?uu}@qzdPE4?i7_4$r5*mLCdy(CVVx(`Gc0J6$mSIth3yShUrX*He$SO~T=l zak~YZuud%YK`!x7QXs;bu*s~W?9V6gx|-9;pRY>i>(f~pXJMBNuds~{pCxd`jnc?R z2MFa(QWR3jcPTxX=P!O1I`Gi?VCj*0?&sI>GP&F*MqgzGOB{6`Q;TM=cTwgFSM~Nn zWGl2iN>*fuj7Tc2&tq!Qty=G>CopwhU_R_|cwX@Hn&;kuv;>vVD1RH3tPdJoM3)PX zWVs279TPLgH%%h_;W=e(X~ zs9z8%osU~HF(zl1+BrZ;^lA|o8QD`6y^DSgH@ zHghpGY5nnu^zVvBJa*tA$=Vmdy#%Z){^Z!=K%%jj8{SOltCw7LZ=8qdja{qVpp=U< z(#4OtrAHbkSuaTrj0cZ*yTE9>R__=zxQDw_4fjV4OBQ$+Em@a(v3{-DP~4>|S}^F= zbU1fH4|Q|hp?9FY6uQLJfN;yToHc7`MmCqXnl%gcf6hRbUAz-~OE$hY_+vmallqqe zOX*ry5q7BS9l3FB%E)?V#jw=E(V-|BXY-sn#N*MtS<2#>M+ z9DGv#J@-URQ7Q9o`qVaafQ2QEhRTKYYK1*2kG`|?|K_7V5P5ZZRV=~C#E4)-Ercc- z6P#_aLb|FdzdjfPLr~CvzS2re(#h5cV*wNpG{&0Yti`$J-j#8&;Y`H2uESM9sYpKXxA}KhD zI9b_R0n=b}va+i8nD7(UOt-*&*HbjE>rAt41vHflIKe_?_0Q3U|mIoY(Xy9#3h!`whoJ(Fqg-zbv#-8wZ zw`?duI9w3KCG>M$|6w@5mj8a%fCGL`TMW<v5CkRw0)7zMV5kTP zA_9T)0q-D?m=KvJ;4Gl2G#(2y`)`{5rukb_8@x8)LJ3(D906;>=7XiN6niv=jPQU%(ND*MGzEMp^v@}5qdBGqgBjmP_y%iRAym3e?ltRzbV9wj9aw~PoW13@ql0t^K~ek30k2*d@b z0ZIBFG_DW{<~Dfl|C~#|2K{f9wMh}i{VR5OBqV+=(+Q6?r3SHqL11c94*dNhm8pfo z*-Y7f$>1>HJVSc1S^q5q!@*D#V4~k;z%dL7JTdZz3;_Z`fany!+>W({?LPik-|_i83+L*761H04}pM^YUTbe14AG%IPm<;?=lbq2_kO`hCz^U z0ABo44+4gfuNMguMv|`$C_oAVzAojDwkRYRw68xn97(1J21B86G8qUVi~y0X7Yr2! z1Eq%l90Q0yQf<{g#ubKvQDkiaQ$hF58HIw8+X{q$qmX2_0*aOj19gu790P$6Mv;vR zhQN^svbI2e2m?{}XIo)lZR9pZK%r3bwV@#Y#=oRM__IGS2v`W246q*@KPk=c}V zg|{z15D@tO`2p)7w>=!TKPKTQxbVLD!I9*427!RYB=;K#3Kk}}3t$yt@^L|cNA~Lp zL&$st1d1@6Tn~;C-nW+^kT3|DT|mMx*gk&<3nL-qb3wvE`{ECYgn{?zp&$_QxJN+% z50m*Eg#?0^T!sPy@J|^K2mAIgFt90;#|E$;z=g?U2#i3H=QOadArRzaKoB5uI|K0o zN0Rpk1;NOD3G6S>eK`XZAs5~k;~)t67(gBYJHnsq1#%xq&3!UBXulo`OdeMV2oy{< zXAlA+yuUv{ZQuN$a1v@ydi^?=kxmuxedEI5Ni!3$Xze`w-F8~(K046h4 zO<73|0F$$Xq?W9>q@aVDxx15<3lP+z=?oNivUd=(_W%e#y%D$ptN?qH*9ZavEDAt7 z3l~cO59o**i8mwTVv{{+M zg`{R?6)TCTd5Tz5Z(1N)z%uUPFoAYvf1C~a_H>7*exLqwa3lP2gzN8nYj`>USyYTI zfGmnYGb`gK`Se&p%^Vy&%XCpCcf zrR+hyvOjA80ra>m;-G!djhq3$+Chi@5dG=Sztjd`d6FIQEW9&-Mc&HH8K8&otABj} zs0UY2muyeH{c$PVUzh%IrMR(+v5mdOpI!X%P>MhoV>3_-fP?p0w%^i?Wj$(8zcHB)OG~C+L{EtAm3L(Dq4XtiMb0xAFh)I%0p) z{V$20pXqN+Bd}hV{U{2n9-pst^S1>~W&zg!UH&!#T+P5?HpX9-+w?VSI(+p|2*01lAsEb5BJ z&enim5BNtQvT<{A3JLuca)&QL;ZHBlA<@kJv9%-M5L7W-(y&^cmNAR&J*0x9mUw1T zmnKj73e0`3dG7;$#*GDu8l zWMO;P$F9z@?^v>m<&AEL?pMJNQ#-_CpLLB##tb(}-@nOB8sFBs6^a~Re)Cgpdcogk zc(3Qpk-`q2!i~(JbdS5p!wpk;-}{Qz?C*?^E?V|vcRy-UKAq$V7wwIcCMCU<`Z-X5 zR~y2AdY|<}Z1Ggz#_qPNv8lE^uGN+&>?UlRjsWT|Y?{`N_4K_%2&8k1Z1Gttj9??9 z-hiVSn?Nk&>VhXLM9VkS3&Sx=`)_uhr^mOdN?GULVd^Opv9%SA)wt}q9+4@Lr`2f=Cru0WlnOkq}iF9-qYE9sZ)-WXafpjOsPI{tL~LuE#v$ z57P$K8`G#PVF3jnn7kM#KFQn#>Xm3XRoA`O#2_y+7D5;yB-i`Q_rWpAotcL_5?qsV=#<9X~C5s)@ESJ7)9bx3xv&7w4%5Z+!{>YP)v21Fa@kgdn&&=IFw<> zd^q~Ci0pwxf8V4vt%W_VOQYQX97vn%#Q1sXff(HZyn&Rwpja!ebGZ7zPe{;&nj!zqJr zOK5-JknAZueWs+wOzs)eiQlwdD=Nh9^?C z+c;%M>nhVS-hg-akh(9$S!!H8+c-alAI4~Vp~mV8Oc#$aYqAVq4NVad7N>SEBw#y) z@Th$@!8}AU9cdbG6GBpf;Ccy-0zIv_Q`H80^RkX9F(QpD-gg71N{xuTZb~VJ(x@YC zmlU@a3Ojc6MehOy28R?$w~i~C35NA*Z^G#SsanPAC?)Q z3+u}jBQabp#U;)+D9k|YvUD}9>7YnBtLS1hb{G~crq9c0-$@4AI!J7hNa-lLD>*r9 zTGctq_r!Kpj%g84DO2jz;9ctFW70ErKcr8*ga$Tt-P^gOD|6W;K=KGjTV43OufOj5LPRCHhG^c#Dd}4H9Jo_O#&?T~8&+ zn#w~jtz6F!zQ|D-DYH_-pUdPT5gS}FUh-$Jc=?u@ZrcUEwj?jfCq>X&WT%ENz%x0> zidj_tVrj*WU>!va>_OYRCDZPG(_#4IKJOUUmvmfmndOFr`NnVZ@{fa$&NqI(0?xhy z97fAoN7nsC5Bj9z0z!!&;w-A-EV_T5j(|4#^1g=~kFCG9P9K4DR5b_{l_#X~Ke5|W zUivR{s5}fK9?+{sOHu*Psu4KgiL^Y z!1WZrG3uf*SuVhW_JrAT+JU`wO2SfWRUj;2D%X zgXAaB{M5|G1^{hOI2v>U8z%s?{kg*fVEYBCK`rd80MPc-A_RK9 z!R)hU*x@a9iwz=uq~{zt8U_ZUf~}VFRta0XgH7f8uVJ?TD9AJ z{rqo_K0Ms;WIrZxe6wA;oWAlLZ&FTsf63f5F5K>W$uV%ZZZVPZurY@DcFCP|(`p;q z&1l%F1!j*$j2_p6-(Bs? z8ZHeUxZnxC?6`z+;<>ORghZ(w($|RkT8b2a=lYoByTmH2aPEp~m zXu}Whc~V&D+81;Y$lud0uQ}=Ci&c9#6mjA$mu2zmk z*oeF$rfG+PK66yDXM+<^P7a13i}OZ$S1Qg-m7v082F7Wkgr+1bsF1he7Jk8qQga9C zNedQN6Qr100Pz_ZB`Y*Q+v~+_p#ebaUk6y3vFD`b6T*Hfb>)n`5q!HpWA6`^EbLRL zXRVXeIR4|I(IUu&Bx2ip@7xM;M~80NNQ~@Tu#XEkm!}|o%cf&|oIvRt0)2ba>@Or6 z6v_mJ$QAlR+W=*OT_cc^Q-t8O2c_TN3G1s{T}t-cztR74`$1p*(EOnwG>Gf)jDo52 z4%l&1IGfsepxqgriZ$}QRit8pwu4lxjkmz>%Qv7isAh`|bNC%dHt$}AHvlifnPF;U z7qi*ood72jYB_GksBL~D{H9~ymfv4OH)<5VHdg&S<6-ZLTcX)IZs1N(`vLm+?G0=O z7`ZT;8!KS9>F(RVghTUCoP!V=Cf*VzJ51#1v~q7so-!2+zX#jBEC6=_ zzk2n+=%ml^ie#W?i8=up#W5Vts*iJBkMZSKlvIw_y~wS|u^v9o{r;vtLC4v`6SDGI;4yg0QreWvf(y3Ay^EG{9&bzVsITZDxvw)L@D24JSRZDmq#Xp znE-|N4b%pjtwZSiT@3a+i>{$+oQuw;&!$T7*5btlw%*rs-iGZ1!sz=L3l%Uj_9s~- zHs5RbHN({73>@-A0H~Sx#<>Y%P^_82vka$zn)8V?6?Hm@w|o;C>Y8hBOB?4!v~^gXsf9N$F9aIBa`(@D0$vo(i&j2gc=ys zMK}0ZHU`~#y7BjKxx|Z~C)PA_D$tgHKt&~-RR&`gxew0bH~Qr!cKe$^Vccu|&{rka z+)8zU*iSP9vg_J9vq4J5x}b+~tNHsFa$l3d2U@4FB_G&?gO~3{2M3lj0$CBDf4n}% zWzXH^9D_y)(ya3k(H#~ZXv*XlQ1FX}+xEeU7_STVX-JqiE+Sfm?)O+)^Wj)Xix`M_ zXz$i8z9Jzzo29uua~r9bfRHw4yu$DjV_$co8d3fH2C~|m_KXORv2Ht{>_tho@;9?` z_d@qm@5k3(kIfy?LSRt+3d-2$>i#d6vx!J=2|XtEcMT_5n0ITmV!BM0+sBGFV1u0fCB=pA#1C{Q-t?uG!o(C6i<&j3j#I$W$Ku8(R( z4(-?NhJou8<2O;iq^p%jn3;HkDrj3bdL^J_92w_XMVnQQ|~nrP5KHr z3aDuw%UE9Gs$qrYU-69=e?Hx9;Cs=LzBuV(%5FMiYU{6RXu5yy?ECIcqRI8=HKifR zrZYd?qbN5aQWBd5U9>qBP5QP9yGKW-bS|oYPv&ZLM8{A=_ikM;$+BTqs;pCdQzo`l z9ju^tru_&UJ&IF_0E3S&%KM913sYP;08~d>1{rfLVhEB&T|k~&>Gsz&I;FyEnIBM` zVHjoSRl{&+ED9!P`3S^=W^6S(rfRtCv&62$5*zxJ#AdG8L`Rxnfs`ttYzoI|g+Kh* zU!=|@<<8K6udc_hNkzzHvm?@0T&gm)N<_m z79UH^!kPL)N5XBA&pnfY zf3bLfbGlcPTEg!ndi@aiZqgSzT*&G?NidhKDBt4CM?a`?5&S^6$x32xM$>@9yk0{W zpj65Txtmp`#i=xzr;1htzISl0o2F^3U4b*klJX!=?UE7N5nUCWrK%=_68#QASoV+* zQm$@$55qS&H)kDPS+CGq>=~ISzdBEi8wBY^)2Jzi#i?3i^YRl*6MFnQF?dk$Je>2c zN(eL95wAqxpjJw4o>th6k7nWhfu!w5HUz%dm{@Wco9f2wJZk(5=2Qwg*6MvA76m_= z=QO;b2ac4MOkc>CB3NuSomi!}?W^x!JVeSasNU@rmK%mTcq74HlbDS5p1I)*&??Uz zW+X+|QUvC~v#T;2Sd}@m4mWQ|H;F851EoRbEg;P#=&h3@up%1gT-*o9hkh zrn*6dRI0?N8uOj2-BO_KSs7U1H>T-Wi_op>h`3?0O9AX~0#~xSZ(XFeb5U^gPy}eB ze9M6EW-k~=aQ1QhkT(ukXW$RH+TBYR@ z5ROP9yNpJ0U}|l&h+eL3h0W{J;q~zrwIRb5IB*;oy&;|;>g@;&n5x8fn5gK4oiQb) z>R)LBw?aZR7a^lhaLnXFA50$9ZD}P5R`G?WG{bk$Acht>-D-dxZ71!zsHWuJmErUW zZ)6!jMP0+VsX~bwjT2?|?Vb3QFSv?tEpH_*fU@&%t+IFnHz%su;YOa?DCGDcG zgm9(}lQzD$@ae#==NOfjt&g05&2oEqnoP2?7=6{BiZnye(ZTn6e^|NWS3K~x0ksw) zk}Md9J~<(x<|9EJUax{)8_S&>3|Rx}IBjo0)5~Nz=X~RDRiRyoNOKNw8m0ohQLPSJ zKI>d=x;0VJAu_!ElH^^k=c%Qpvx&D8Q3Od*p`>ZsyGPhn^$sxh1YFjvk)O&=-jA{1 ze9u{EA^psxL*^D@MzLez7G^ByTVr*oE7P>v#cw}uGc9q#LY`pHbYars^ujoHa4pR? zPm=w^)yjHG9XEL!K}|Bt4)L6sUc76BoAH2UiFKP2Pkt)aYK-l|@Rz^pY% zUj?qodQg4h*c3-TW;9atHUBCnw!wGH=txHgMgIW4swq#V z7T1QWmYp!Rj#fkIGB&2ms~_cxp|>RQ&eoBMT1c#skG`;l?Zx*2GwvxIc!|N?tuZzJ zY?+WbDk*SX-0yS+WP=v31!LZRUOjhtS&m+gFtQl|1A{^F zTniUXs!VN%l&#DFtJ#vt=CgYJ$Wey2Ns>WgL)~OSk!xnZQx^WdhNo{ul6u9Lpj0sx zaJ9LiV@_Ex7wW{!?y7v0Dc+3zF6Be!F5U8Y&G+biLgY$3p%a-ksmQNn45Shhd?wWk zxE4AX77GcDNP6xqt_n#cL*rN38rvZ>O{(+w9pP1fXqd~y>8~1V9n2iFE7?+M9-}9> z2omlIL}0$KF-&APxT#tZnk(`Y@hLS#m{O)^&$4QXpFV)x6hZJN5)k75tQD_Tgf~ny zg_VpEKI;ULIF6z{0int^<;vFhvHGT)IN3T*_vA(C(8Viy9PUf$guYg=0af{|kt%H2 zC{9$d_>l-3()_wTmAeE4NEJzu07+zYD5fc-{%bO*_^OJ4!kv>A57QtrUH-oKBc1gP z2*hAP6u3rhmAdr#!S8xO5?GwEkGS1eGC+O)F|K69smifD)0!y<0r%H71qghZ*)MJ= z;Aw&BlkH!sU~^(m*}gY|r6On(3rff-FLU+7N5q2_1(wc08VZ`tXC?p(#>5R90bWEd zWl`Fhf~GE1@pBjkZsu;i|Cg2-bjCLL)dM63g;EyX+HZ zKlp<#csO@Q!Em=u=?qn95oJ14N6$x5W0by=xWqiAW-jg5MP7g`3FIc`!jhT9{BP=g zk!p>O3Nba-ubZfrqlqoO7e+?0$m-zOLKzET+hwlggye&SDKIiia;)jEU031uq7uij zfdo?3dau>t{HkmXMrnfrIK2Z&zIMmGlJOi_(a+2>s?;12{k9*a3#S+nS*=-qHcuL` z%S_)52)S(j4qee5_@L$STC;SMpS}WsyU(_UCXv%&6iqC z(z8btoI<2s^tTQzHGN%qZj$gtWP@W7%?RDC@=1H}wGgjF+x&3ZuyFQ6h<{LQLrn;g zpx2VTejjqi)5|&}H>Or$b#SfFfcI(}Z1+X-T{B$;Le2p)?>+fy8yk`|8J$owo!9~%jeF|>@MH$SuxzqSsLREV?gj|eKD2Qvbg_JY)L#4DKG;&; z9&PRc{^xcK7{BX@r&6T6dM7^OtOJ`3owA`_n+|LqF1!s|sGf~6+3m)p*xVd=;+t7x ziZI54LVP@SmlMw8=VGTDaN=~l9&eIzCY!eIYcVW#5arV_d|%43{T`sTn@GFc7(MS?lyHoX z&&6U~dT=|$l?SN=-ll`jem*P1Hnrwxu&d(kHdd$qlOJ8u*-b(JAO$6^c~KMDeQeB{ zY40qI%(Y`<^~)QA26toYByHkrGj6Ckobhvs)iIc5H9amdTJ$Szay}0P<>Rf2B+@A) z|L!&zAzi|uk8{~To)ptJRwQ1&B9s*=@Vwc6^**w`yYHPF{YKt=c60e8-kHv=%$29_ zh(pblCC+@gA(3KFa^FyBH@C%VeXA)aPxEHikL5TlT|2pLGJ(8JW!%Id9LdRZS1gqa zRpkdUNr-evQaX^dK}9!$&4&fMD!|qt@r&=CJGqw>kEebajw*gD8)WxZbpRt1P@Lr; z5FeZ-W*vyo=9Psjbid(|Pn%$@K1vd5E3`jO%Fi`z|a^V>jfoS~$Zdd%ctaWw>VDo{oWe zKcldIe?>${&nEW(QKadnxo(SbA;949z)de$}g=YSIY5YSK@IYlL5g>%SQV|Hy85u9bu8?<^Wl#&*sQ zPh1pJ(3*$rAEW?r^}p!_e^DOTep^BjGj;|(70p>BBo$PYl^H}qFBx45AQy#+DTT3# zxUsE?la(>3h;R8!NRa?Kn>txJJaY(sQ6Zjf^3(%}Q6MX!VJ|H!p=j&?_={)(A|Yr4 zxIx5} zn8bf2=`$(Ub_bVo`ls42k*p(fDkG@uSVf(-G;>m)6@bl31wwUE8>iZd6onK zY;>%oYf8WBx34d)rbJ6FihA~m0p}10MaN!2dn|gz-|)_0oF_s`JVQ#9`QClovV@wu zi*dKC?mR4;XF$+RGktlow#mz66^Wjy)l;5p(#zH%3{8qa^1GIo_HvLXCh|^tZn-$$&i8*%Y+wXKd&4WG!dCXMa`G|H}eT zP6E>7lYmdsaQw$n<9}0qHxFE)b#fsiu?QSU^}L#4FI3;5EWD?*741&U-pE$=OSyNz zpQDPu+&PtnuQ0{5I<=MvN}wLd;|q37yC|a{djU6Z=<4wiQq%y@_LWC4$*11-kdrWY zX##^&ZCW5PhQXV+j5$|G8;-TE7HO_ z!XqHJavHj3A~d(;^=;q^FD;}JR`xi@U_R#ZSr(LdQmQh1ou1(i zn!A(rHmYtrms1Q>W3YJ4-LO1z$b@=jLa9_}NtcMoTeQsbDLgX>dkvBNQ9b>ib^kmX z|D)TBNk}S-YCaD_lG=X_Lh7EjCiXUp8vi&}vOljyvixR_=k>_nBSFf_$=OBR(ilX} zV&`U2F#c`lnHA=&2jJr51Feq!xzwrwVtqYD!f%1_8;S8hSc8}6cWcByTSM|`3<3n~ zgw%qpq51U!;*+Baj2M>D&fz{D$Qu5;RBm@!dHWxHPs$ldtio`srml@Jna@+eHUsie z^C}8{R+IFiBt_=!*im-~qf=q$e80A%W_<73L$kRAS=UEJ&}G&gk*6uwG-eg}=|P{% zyJsbK==B6+;UK(d9b8~FGnYJ_)1*O#Ih~|Z#5>6dfqfsYxY6tJW{k$StQGB)ED1fg z0iFI4&LjGXlpWL@#t#2%r{`4pk9JZM71LDL{gu`<|FV;Yl`YU&3Fxk7Z) zVm(@!{|9St1oTE=1#q$c z@%`74fBXcU@gLv+7wtSC_yW57e|Dn3iJ1QagZ(+0^8MyQ&R}3*qF|!`!XUrVAOC_0 zeS4*m=2m032*=-1<+fM-bbXn~RGZ#Elev zN*^FbE~o{R%Z(lWU{e0t|CL-^esuu?O3#)TwX?7Rad|<(1%fA908S3j*C)6F1oiTZ zZu=}OD5!uS4EW59{5$NP_y6#_e;;<7JRol6Uj#~1BQql-BU1+>BNG*w@lplTfB;A;PZSU6^RLYYT&A49?&ul8yhqJ3{qCOdazF@Rn5Bu4+c5U0i zF5?^!?66&j-w3!dVOdXNp|)@D6_RU*b>a)mMTP;(K=I`L=NRDl4eC?%iv*M!VLi7kdQkHlB#M58mDE`|bq8mxk5>RVL=N z508PNsSOA_PO>mmFfdwFTeg zyYu8|xf?6zF&p#t565e&UYRw!*+Cs|lt0M^+I~;OPsaOcIQy6pe|r4T$uPd3_F(Wn zA^r5Yzq2tz9f2L+HINLmYXY)9#Wi*muUWdq3uGopSD2fs5Xohio?mF4|fla zgy8|u=d5odCUs6a@=}DEhPB`m7+9Zy+x|a?(ldzqW1Rhu{{LTKvuEdjrv7t*GBY({u=1N_&#HgLbayc-?J zi1kH?7eGk>+D6DMh#JDOx|0c1*>1kmgS}1~FrxWjiF##v#=BTQq7kEy4tAPCp~ge5td1cHO<(C2q&Ir80Lf!4 zjC;DAKqo_n20NSkBYXv&7s@}RQw-*amn0S~(x)h z@C~GOw3=5AXg?sbIN(5&J>WfHbx{?Mxq5J?8)pj`ul|_M;iSJ=B z%z`1fr|pF*LilqCx%076d)($=i)Fa1D2@~DEg=r`!uw!K4a!IzJyyhhTm49Yy}{TG z`fxnmmCa}19%zj#Lj$Ta);i-|V00AN1yLiE=Y#hf%x9F>xDAtWyQnsl@@AnU!#*~G zx0${yZy=rX^zx7Qk#8z@j zdRDOd;^G?l#$IXfa~>s_hSQTO&E0E19$;VK+y?kk2C&MXAP$FSgoZ;YUa9a>WMb!$ zN6^ol<{2)qRdeh`G0!;vMEEGXToGRVUX0W*aAre{iVV}o0qIw?*RUDs<1w(syJg;>jv&H|NaM@l$Zr|w8V>yu~#-^dLt>d zTsDZeOt-|}`y1=v_ATt;G-z=NLNY>P#AN2^4ltLn9w>>hX(F&q(8{Sv&&+qH_G*7(fw5xAH;G4% zKi)O43?}hf@3LEzmkP=_$Wu1%UqDHYXEEzWf1$ZU!N-|RlJX!zu0oYQr=i76Ltg)e zSek3miToPj?!Z|F#(QF9es7~h)bM^D-eoZ z=NtXr1wD556;-W8wRt{!Z$E1*ztefip6lVGnp+8YENfrLblgkUqPmT$F|B3inEIk7 zT^uc^R7)AF5WzDL6Hk>y%PN;MQL1!K_p(YE)9EWdM-*?x4f<*))an;32}Q!Od^(|E zMf@=<=`moc<2P8oL-EYsJPk3RYVMi__Mv`wnZ#gT3rVKETZw@rzwL+xp)=Vm7zSGP zOUKYP1$$>&f>Syr+m{x46T8kUe#XwPvR=+&XluZ&@^UDR@_w0`j%AfCC+`m_;v4S4 z+JKst8`dCJViI?Cz~)R@|G{I8>@27xo$_^$iGEr}U&MAwr1C3qp+{+6PoO`!KQxXojT3R(_$vmR>jwbC3xEsoinuuE5 zIE4m(T3L*0G_BfJD@(pKU^xo3wi@F!bRdZ8K>fJm#6TNkcjm=e3ol8(fMNGF$Cs%r z$<&93_8VM-mM!AaO3$1b3|Csy%(skmtK%yvj#o{2`+t%@l*hi2L&8lSZ`iIvn0+6Lng5xoED5G@?Wwy84)o_!{OKg3mF zm}$+Op{3HLE>YH#mKUoDq5$zV}HMNX5!NMbqLbOz86Ii&Qjl5 zFt{2*QTL+}OQR>(-ul~zH*Y7;`3m>RftD@GeF}a!SL-(Q)Y~Zc7)+)4nYNn*viJB- z!+^z2Eq!NPPb`ZG-1EwEM?6lMY<7t^qxGt;Bq@@n9Pj#&=&3go$;?qa*0{)E{i!KR zGbj?Hb*+pd*cI!p%#kjZc*}p{GDq!LT+y3eIqE7XRxWT8RpG&)sm@HI$g*>hL zqXxH(uCH4Fb1*#~93+Ya93JmAd8`OP4Av0`GQ1GZ0}1F{k8le;`4P8&*pNW=W4#Kb z_$if)X*G1zX)^RlO!NKP09qpY_%5{!M9HVMS66+XJ{~nNWPH;evFqJF*<2o9rCLaP zl_Yjvy*2g9lBTqI^QV;Xz)pEgN7`k5a}zH=zu3U#(Tce7@thA)|NLk+&^&d6%0hd~ zk$2RfhFth|?tS#Zc=h2Z!{|{JFQMw6qCe&YL@L-wX(THbeu|Z2}!^= z0&20T>t?##pMw;D@#^F^Y;7^OG<{~P!LlnKjYgQ>UQRoZs*tPu%vk5Ay=h%&=q>yS z+x4};a(nT0NUw2Nw6s4qMMZ?SA`(l{D%3%9<}v_ z{5+~0(Y}<;U{@F~x0%tGf!BJk?BW_NDzq6kF?}mi4?gf284eu#XYbj3+WK;IXd^${ z`VNcAMi}jub>rq8gssnyCQI09oN#k(V!3AXMdkQeN2i!QxSkgl`84fgOKUroHM6{$ zoju=Se-_Zan&41a5X9~KDGF|Nb4*N85NWU5MKyDI7t%|jRJD!a-P}vUT(e|gFXO_z z4Q_K10xbEtR%jZ1Tgr!Gx;k9zWv$LctSMzgU$N_M_7MQ)2{YmWJFtE!08U7Q{T1u0 z0|qq`P0U924IbTnEQ0k6;zl~&=b#os^Wt+b0jcJXMlvFfje#o@N zFA3Qj3Y1%tqgGI;rQXy@s;Go`rK0l)-3BKdK>mZURPoy!*jE6txo~zO<0?GsFpC-o zWw+()Mhp1JB)Ckhwb3LfTFUhFt?sMn=#lRgLz-#MKP@b>r5x*&#ZTwuuspk+zB#?4 zq$*ZqN*AGir?8jYauvZT`&xItcdCB6emb%+X?X5?Azd63OACjWos=!W_^w16l8WPl zU;P*0I7@z8_MFyLMxnf$owBl98lPcLtQrYcqZ4NbBbBuKdyBlRz`Onj$=NjdIGcEf6Q40N4Bj5or zv4Q4F+&sKbwakApQ{wrbGo`29KW9o$SN@yH5*zE&&x3xSE%EU1{EykvbJhIs$^gf2 ziy;488Tfm)#K*}7s-XY+4+7krT))@d8axnvG`==mzVyyc=kQcu_f$%R=i}f@|7?1e z`PmsG@pDoyRv@J%3>>8h03d@_9bhu?I&`JHaZRtjF&Tp^34R4irFq7?^5uu7pY%IF z=^JHixuS3wwT;H~w-rQoj&Fa0eps_C=zU?}{h{Gv$@;_n@&|AzFbW%JlsXGnoEDMW z+KRWY>dai1jhZuCz`zU*oYuX{SM?q-d#}Jmd~D`d&c1Tsx}t*NaYO9Lr+)ZW&sdQ? zBY!pydvlxeaGC;ZSA20qVSWw97JYoK3C1>FmW5Pd(CJtvoLp4#vaZ0stn*kEqpsC{ zJ;x6GR(a@wFu8K}vhoOZ*i=b%jpS9Goo_QyM&S^w{SGOSY<7If0u&l>auG7;mP7{Y z%k@hca227Vt5O1SZMtpO*+3!!6~A%o(hEp+w!3*_o`qo5YG}J)bB9mkE3VBbFvcj+ zV#t}@`K*voQ#V2zLAcB!>=&YlS}MCFtPCHL%sS3!+%WJ2kea$@tHGB-sZLmO!lfsW zbyeUy19yjU^e$#S#%r z;V5i{v9 z7XTC8ld8++ojm}jyfcD8>s|&IKwd&)ZyUmIOc)AZb~f;c`yz>F^YWq>z(c80TCz8Cu?{0(PCJ1(CD@c|UdR5`lmPH1^JXWJVh|77<1sD86@fuDAxTP;fQ znN!wzC7tFGeTNr-yTUquq0KApCz~^AZp`JjBGry>-{*ZQ>l4>dn{0zjxG`Alm~L@y z8$=lm*NMF}YddoY$0sIKh^Db1fk9CA`N$68jS>FO+VpOevmRQaym_x=m0KFIb9`Ru zk8JO@X%)l>%}qH%TR8U@o6&9^z?xRR@CF^P{s1S$b2MLDShNPZqvDoI2_*hzYStfK{KFt0B7z8@@7AhcPn_GmqvSAvoms$-oG9PWTIB=WuMTvQ9+t z7X{99t)(8^L}~6*y=(P5=!fGwV!vqrk?}-(sCN_@07SP>6pXlj0HWE=`0SKDtvxqY z4_(qi!&1_(ar?^?{`7l&L^Yb3Ob=p65eSuURhzT5c7dd1c060P*Je}$hBY6rOns7| zLu7G+g%(BvvEi;mPSYI{ZMWSjHVG%i_OI+LO*4J)dPpod0P@yl!CEyL4s(UxdNSP> zU~{OB0T&rfaKeWLb;u|I`g|~sCls46=EBWis@@Ov)Z;Xo@RQ_n)n`@${c*;eG0A?I zK9H<#QC8loEtL90;;_=>+P*jlGAqfuzC+{AO~&pP@JO@IPj3{Z-+(W7sSjVD6#(;| zQ)li4eJY7QFi6BD?aI7c?!Bxu8(5lbWN`q&>Kp4j#Xm>XEWy4b{6 zurwU9Av}W-<|2uC&l{I_u`0~sm*?@g56KrFtu2`zV2^S%XNSr{>~;$3esB+NNMCDr z=QJ7Hr8ZT$c_}s&m(}J~OdrzIG1D^+x^Hc6neiX!Iu(u50~O?(3JQzTl9Dhm*VYwk z*!p)$2H}EBX5ll*Hh6}aK5BL5&$94t%*;SEFkYhPAG1q+SeC0uVQ{^hF;E=!DlAIn zOudgO;;GpESP)5VjXaIDp_c(He;lQrC+PKbZl&{gPdcc(p=r2NVDisS;Za*M&qtWq zdK*YxPU>Ab`jA2h8ExZ*F%H&BluN znb!Z^!t{Z1a)t)t-NMpB)3mU+lDl(KpZPiV#%+ybWcwVdQ?T$%X{kv5OpM|34sL^8 z1;g}Y7s|fQL&9oX5Vg+2ezXBS%c0)H;kK_(LmV&7&+i*N_Cg6~`UwPa_6Hs3PNku! zJjE5&Wqqrw{FM(h+b)L84W*^y(zYu4=Jvb9cDYr@YFTM&5@97<<>K(DWrlWId>j`RIqLy-X; z-5@DPU+70Z98CV?NN$7oyPcF@oZhv*vp#O#P|{#Z{0;~0w~xV~JH_-xg#K$mCq`JR zMk0Z)P{GTGLQZ6cJM@^3J=AeS+WWVzZb>%8LXez?XB*qvPB%roUTwQbCA!!|sV95HW=Q8L%hjZqA4qLu`n%1tGoAsc*lExz`(3 ze^LHG=4qwEiH606@>1`vXlce_?@j&u11SS^vifVL7$0rhA%)HXPhiVU)EV}cB&svJ zjzjfDm1j>+g7)A`%kTIkb_tbCJs*2~MS=S!^RE-bX?DnWNJ(stKJw;^Zg!!(>D*){ zMK%Ew4AFu?Hf6WV;MnT3%{p(TQE<6mocT&@G)Ul0=wqr&x&J=LJyUy~J-M9yYmg?B z2tURIqgIf^csG5 zd!_MVCY>#$tU}oaSQf2Iq)OzaO0p4G<~;(UI{+HX|4U}`+S1;jv|eL z-*_$uQbYZl5mjLrYA?)JkRt9`M{iQeB4~uZ{ICK0`J-X%eq%yrHtOsBe$~;V-@v=C zzO&;;jFx)KO|SbB)Ajd=&yW3nPEPbKoB91D8CotlA$)-OI6?W)-|Y8J!o&|Qiq4Bp zNOn?LwU}rXb|51|e+i&!kt+qs*HQ(q7{BFUTdBMPYmD2c8fCAFHJBJYeIROd2Ouom zPmmbG3^aSA#eipNnKtxRJB(x96S^vHkHQnJqhQb@URgw`dB#I2cVEMok!{fQ4q7D2 zg)MK(a4q~(DIGD2*=7s%m7kw=7e(Jp#x-x+&J?haH)9RZw~qDGY?0ST;#58gK@xoJ z`l#!;NuK3Y--B34tWpR{m^+8(B>_g5iwhIUn$4uB6F$B41d)vX76QF=|LvEQghf5a ztRattGoz&970rRae2& zD=rQU#UEuac8{>U=Y3K?AJMw*9(o>G?g^KKwCi3#xYrjC9(v7n4ES|DywjhUAC}!K zb1C$45=9pIlFZ1wQ4PaaUSEPlDKg1@xncAs67#7>cWmc;KrhDR#|bBxv@E>2IWlgAT3w z_!~&rR^qpvJj0t#8*Td($t+iBi;Igxx_L_fr?o2&hjM-Yr#fvE%2tualCgw$wq{{S z##(kVlzj$c%@|qRjwL&Zk|kMY5ZY`hluC;v%Z#;BLY6~^By!5{8FkJnx_;;U@qI6s z>z#Y<`+lD1US{UHp6Bye|Dgl|?zSH8R_OQVaL-i+S#_eoajws%UHmv-*ra+psB@wUtd9cIqQ ziVy{CGT=CyUbh<=o8BL!^f~oxb4OdKPdX>C(LMCB`=8OA8;{)&(J(XC@v$WjWQ(u8 zjH)27*Gap~Y_K618cyDQ*>(P!fbSNS7T(rJ4<9|&M|b6)$g|+Ne*Z*XLX>2ZugN82 zYVacnrtdGLE5~D=5++j^8ot?IkDJPesf)@=yJvjRAB`oIMrfScP%ij+ zYn6Q$6`A_=M02T&nJ(!y%X1roM#^QtC6pz@$=-*?u};6)@XSQbZ>A<{vx=Om$`Pk zv7QEB6)}@3|M^5FzTYs(J5SOp$yhIp-DEbmhUR#qNW!|zVM4!@tv@4hey}6WN|hZc zn7?)B6Q;<+C^mVDWud5&qPBVR<33Akcs`HySg}dRrMJ|USC5hp1(6z+x1Jt4Ab$7w zicP2F3AGXZNjDB0l2jJ#)xJWOKO4K+iRC6JxN&mL8Oa9%UQy^R8-l|e9M(WGYf|6X z6$IDFjv6Yo^13Uy1qrSi-yw@(uIjrp>_1}sYP_Vjtls{$Cx48=soQPc6NzcW+aVh! zC3aNKC+<2q({Nw`n?)Cp9x-E{5o_7e$2V@fQ9l27*WTgaHqLgEcB$_v?V}f3d?R0~ zPE;1M10KFm-yzdSK4&IsFJ{GQn?9}=TwwM#z&_@EqY5?sxNC@O)$wQO>^`PT3a#$Q zLY&dqZxib)BVMqdqwBp7L|*|v>AKDi@uemz8P@G{|FtkfKYq_qKeE?4qy=X0$0SxI zR3dBYWmZ;9vh3ZM%#wZWZ5i*t8jX+Fdur&MoIkQI49XpeTNmcI{T9n_3b{RNy^%Ws z?k`)aTE}?wQ%CP61neG?PYux^5rP}2^X4TtlTN+$_u%Wfx2RR;CbRn%!ZZn{x1y7yI#q{ORZ} zU-tUfH?E#J9AsOjaphdp^MSCGAz{Pm45=};&%MZvV;!Y^7mr!oYwe!MHp0F{oC=d@ zs5MlF6H7BX7Phb5b4w#pfm4)9x^`Zo$gs|TEYpTq;HQPt@+$7W{kh{*P`U!H)3!ga zXM#{63{N%=YdrO4>qyUvnr9LH>X(d5BYMdN6}R}sDm~7{Fi>WKBHu0+% zVLWZ(#hB;@wFem(#CZ8u;#7C0Dc=cF)S$mC4)b#mPH3r1E)8wWe$$&H{_ca0g8{>G zMT6e9lOL~z-|xBK6t19UiX^8o_0pt|kQkJvYuSImr8%?b;_nr|X{D_;BB;KP_PE^0&x`4AeH3U%E7BR<6~Cqp zQ;C(tlukbhZ89#sn)d$b*%-Y}e%e742bVR#zED(s0Uy+VpZ0cOM86$-Mn<}5WSvq{ zx~hMK(LIrN#efGwEL`+n1KW7o)S9^1D=TAIs58y)10PKHWUBYI#=CTHnYig*>s#IWJb)ug)(q>jNyPqPQ6BtIy*>(M9sBeTbNkr$_Yp=R^KiqRSW*~JgBNw~Vr@4<@ zmi6vYpJ`d`r0*BEro6#Kta_OAg93$P)_5Dt=+@F>buPy3?N8?wJ_6#lo-2ww3d!B1 z!byxj>B+_l(=;M(=hEPD8 z;S*`6gSCjZuogR;&7xNJQZZQ!0-VJ%sBVa^u5LIjk!WF?LAJH!Ep6#msHlKfR#d3w z_ShUOE+(F?w#7G8S8&F?SWS)@JY{TB2%^48EX)1bhX*MihK{8?p@)?)7Pj#x1h)uM zo@ZE$r#`t}F!yyw@H%pIKJhR+!N4lkP_T|i5f}IDiy8}Dw5NngZ^cxF(MOI{N z(40-Hhq8i_ZTk#W%wykpBgQJDx2f8;Z^aZ3=>iTB^l6%s80~=SE;~DWF2|22+vf7b zW*z_V)-=WX;NMydG=#61C)J8q{Msooey^guKIlzc`98Kuc+>Eu;;6I5(ov-`%=oY< z0a*c;BazYP)8=W$kMoIx*NGh66K@B@$K|iaP70p`G)EEhTaIj+5e}dB+&Cws{Mzmr ziFi&>ffdsoI9%ybppp*uy)bF6YDX6`ts^*-ovzx$($eO|hbq}QL44J60qV9_^KzZv z$3$YA-H#oXA$C*BI%~-3H~)YO$~z@cN)j#(B93Y_@W>VHH+Oc*)XG+y#gAEgmgO@kidS=_rj>g;QUy-$((UDh zWKLP@X$t-xL6V!&(Q@iP=a0Y%g&};`9wx5y?Bg{NOHD8Tv_FP$52c}jSg%d=fOFOh z6huxulGP2j%@;k>6MKDnFG94~k3KeW^Ua&4Ht~?qk{q0ra<_HwtEusT*5HbJFYboE zwh~w!Z+GfTVV7VKT7hRn^(I}-0E^-JJO|vR#70hit7POZOmHXG<{c4b+&<~MGRDXr z=O{(uq{*3^c_x;ncK1K`t&}+^zK^e=-)j5pxui+&KliOYCLA-qZYyVgRD^KzGH2t7 z)pj3Q(X_yg2b;YqV{@@O+igP(UC`vX*JpFKVXu5YTB575Th0#4; z#;fyAr^6&43W-KyGew1c!LxAmF9(2vU<*@Z_IW*SQAud%seq%m4|*E@nCtc zwMD4T>yOp7N(uqF+S<_ouTbOi4$}YY8sAQ zMq#Bu$HPi4i)7G#Fn|#vN@1m6h?z2qgq+7tDnYPNE0+&^=%X<=t@Ll1_0Un2~h8IRvkW za5o0yFhNBnARs_F0Hy3hcU3{)@pu&ose(i*0SzU;Aa90appv(rG#GDjA~f>fX5N0v zi*r(T_VH4okyQ}Nkjh^JaktC3xH`a_4dV{%=;Y(iAWBJn^8#42f9?jn0sNrA^1vMd za7Z9fBdiZn*@J z00*%;5<;StAn>=_0)ZkxNCFb02>wHmn#vMQkSt)T1<1PrnfHG%{Z8{cQy;noNTIqm z1#pQ|U;#8ho6OCQA4m^~1fA+f3#QV!k^VaVqLXhnYAW0ae;0!P7!=3DhKB!tSiHQr zb;i{rkbIo|xg^*6BqH43pGF}#p^#3_2qZ-b>5K#whj4LJg21Ijb*4B{s7}r}gp2ck z%@4)-?|B^dr+Y3|BE?yS`juDP52OeICPHy0xBwzXM+WExz`0HPO3Tg-4_sXhya@=o zJ*n!8b*|~j_<5nEO)6v_N2nWY0sV7#o_@NV2M8r7Zm)14DhA@WPSkdvs4d>K!XF=OKfrYW&Xff@1Kl| zTQ)yD7FwoUU`7Q#XRz4XI+ zA&|CZdUz1PC3*-1hRcNigDnDy!Y*4I2=mey0J8XH>xJ-W+)`TzkK4UGA4t?Pf6#6& zjONF=Adp;G@Q*Si2*MH>5;WU){up#efZ?KpM@+y}%)wU#=noipl!Fgrk(t&Ez>vKG zHl5q$;0X-+B-lYUoX&0x6050&Ln81xnkXb5j|TMocpW@R3yIKzAoYLOu;o(I`Y{~o TjK!uzg04e@M`dUm>+t*^#EVyV literal 0 HcmV?d00001 diff --git a/src/image-processing-and-computer-vision/module1/img/_nn_matching_example1.pdf b/src/image-processing-and-computer-vision/module1/img/_nn_matching_example1.pdf new file mode 100644 index 0000000000000000000000000000000000000000..cc5ec89dc4771387ce5d9dc976fc345d248c7cb6 GIT binary patch literal 7564 zcmc&(c|4Tg_b)}77E7cg1~J5}X2#MO*-cW6J&7?3gIUayrL+hYMGK;|kqFsBMV3!U zkq9N(QY55Op(uTy87h71_xpVQ_`Y7>$Gm2)`M+NRUa;c^q7Tbgs z1U3@$*{ zAh;!m#b<-jGyf2&To#{0rgDJ^*>YH9dn(Tj4g?HPHxJ@j+6yfp1tSBRE?d2Psbn4) zDTo3Q1WXWa%3|^W+g$LEu32XVgUtjA3>SC{7P`v?!>#EQF4zq;W6~WASl|P`AqCcE zRgphbXEjYpJd!`l`@4zRdDu{SBnof`j1;C|jsd-24g8!52yRTU2h&LYTq@wYF&F{U z1Hs88!7m;^JG%bARYnR`kv|lXf{@NkS?KrNVI7EY0tJW@ofrI5eoj7#NHj>OPlOZo zK>`T5#pS{%&9&i5(z>IA_WK{5g?=>`+_D4ghb6YbwEgAsOA`$6Iy$|7f(<{ z1O`w>f<*eWIQDE3nF=?f?xd5cL`xG8+?h@RN*swmpg?ddD&5l6fo+7>N;jz-KVI zv!e<9;evGpMP_e9;`#yo!gShg zyXo$fZ@6SUNYYj%EQlvrB(_B=(gGV8rp)*F6Qhfi)uO244!c=6-QS2%W9c6~-s zZ(ib=HmO~8wo8d8-g{k3v|hJ;Uf`1(L%FNZOnNI47lazAtg`W#>X5D5=W&03TiZCM z%FyVs$B13yy91gucjjtrrSFM=Cotu0MS~Ic-De!EYXj3gQZnng9D?kFaii)6hsG=Q zpC43RnLc}C53rhH$xacdL9JtQe$dH<{V}HvE4AN$T@P2l%l)N2X>iu( zykkXqe_rMGK&Rj{w?jj1qTY254DM!L^Qn1jo&%3|4R?KHnA`kn?Sp%+r27v%`jyT_ zC!cH_aGJs&ZtRI3Ber(#-CaLa75!%OEB(!rR(CC{0yj=iLbGblWtW`q(Ei4AVkv+5 zn4j?1yA-3#Lybx&PsUk{)m~av5WZpb>)DScU8C;)%&DB>>jhb{B@Erj$;bgs`GsF1 zTQ!)7(R1wZ1>Bp2^!KO442!khY6B=pT+D*r&R~Sd&8HIM9uL;Bo-%_+-%i%-HmPds~p$m8{q1`?bvSFC@XAJ(MAK5olPMlY0Iki;Pyvi zGN(p-1`9uDM<#{VMdnNvh;FhTuXAW>IR4I?Sa&l{B7|_!c8S{lY?1n~@#9fx2alc9 z+I7(2mRC24t*quN;N)F9=P0dm znS=-3U!&r7Pd_){WYGAv^++9p=cTCl*H**3!z4@{meIY4X zEwXFBwsEqmjlx5wg4hj8#GUxl3+4Tuvkh4CA6t(~d;aAlp0T9h%nB>d!z4`pFwl*IjJV_}r$Pp%?jSe%^cB$yQjv zi)6{8_LFh!#q^hmnzf-)5n|b$^Y@^uCFTt)+_9{zR(@O@omXDC&%thN;EJsOQ?0z> z&gY2>MxJ|~JJ4mv*Rp!)xMK)gkD;^v`yUL+QK5 zuVX6)weRGYPTJH^+9@PrH8F8nkjxf4-eX_a3MDOLL_j?nTLG+~> z7Vh;Xz^9(mx!b;!9=YI_zN9NO%C~&|hr&^-b3sAk&0h$?0bX^}pzGT+Pi^ma?c-v) z7RW(-oS*M{*d<#2YT4)k$Zk;MRkQJ4b0rCM=}Astth))zI;YeAW%;K?=Qb!fdAGb? zAy&ux3#RkzS?XKH(_MxipPsJ7@ z8#hSrk#4w^=Ft00tWuYRh_}+uhg?>WK|5D301t$(d2_4nI4#^JX=&@Kei8G{@}IjU zRizTEEA0Gb`zNkJPaH~AJ{H=yGKZ+3a;0awbje9~SkUZ6U$^6A1A`(-ne zh%&8VhsEhf(j`%1a2e>m9?1^H+R}1G#!@9s)!SFm==>6Uova~~LEE<)Ac=Jeg~Y|Y zLhGYRX9jbVnzo5jiz~k}c}ZI_%;O8(eJ;Jba#t?F*Pyt@tQT~;sm?&e=;_-NODl+q z3oG86?sQjOg*hgjs5RQX{-Ne#@9YzOid%P}66+IOgSVLHUmXc?x)_`rx-9BULYsxr zz06IAmlW}(w{1B8EF?6OJiy%V>!Xs9sswWCLa8slw94!C*`r-sTYTs!kYChVYL(>B zl(KVmbh*dJuPJZkLX{fLd*G9bu*p3SCuTdpaVPhL;<%wW9nYS#Z~X3Do_1Gi#Nkim z#(L+(dfy%!y$^h>vudU%gI@mlRP4rmkRXcK+6qw0uSiX}G0krL|Fo-Ga!A4dyKNPZ z|BhOb7{uJ&(`i1a5-i>tiW?urq}@aMsY?)KL^UPTYo*&bR@eTwkG_;ZPpj}LB9wM>oiVrzBN z6#uDc3fuLAj z6i5ew)&rq+QF_3={}VF*z{mi6ChCEOcnt&~Z+);3!wDhstVaR~pi*W~j6eoJZ!-W6 zkouVz6ha3(Co@M+mBy&wTo&;mBr0lIwv*gYg1nf5{=0R1_C`|k~ zlFC!Q)7^vM}~W*3&zHE%PM+u_jZ0O*;C5sKN<*)KilW@;7oEw8JSr3 z^^`|$#RvG5`jWYD$h zx$%$tuEZ_C}+4z5$)a*Sm9ATUZ(8tJd)R?aOa%tidZge$2Dx!@Nz}C?T!x=IX?d| zQq^9RKOy=;gqEduq-*{wee#B>Qp0tho^{`~qX|iy7AGfrcNsl3>y_)<`9;!CR5Tt3Zals*D~whW^~~hy#qN^3VvFz7I1-k$ z{Z876s`(plragHRpgM77Q)#w?vv{>O^SZJar|*!z%#$Lm9BK_!lmb27^HDb1hmoSF z{XB!(_GnvxtAgh6JZt66T}haYLtSCldnfZ~Ib~^KLz|x;4v)*pK#8}ex)-Fnzf*Vh zw3Hx*#wRZDXTZuLcvDgpzQw$v3yctx;Qj+nCmkI@sK2bgSbTH4jaFNgYK)bY@12Fm zHEv7gOFz}8TUw`M!g9n6y;c1bpr5TK&QvC;>G_r2C{Ry6tgPVLT7QL?v!~n~np}6A z*vStZYsi;48dUJQ?zHqBPV+XI&9?_j^Zo3WLUvi7dDF2ybcOrEqd}P+rh3Xu^SDbZ zkJ-v$ay*^NVq3~~ryL)6IY#D~;2&iWU>YP7<`}b;6L)`b?^?oPjviNXecPi)mf?x> zQ)19%HN&mjTOA9BV@~U5_&iF!t}w>7J*Z6#3y+&tXFa~c;8*E3tmb@hx}jCD;>moL z{N{>lX?k(GdE3sQvoTJ6rSa?kw?TR{~=R<4gb&6*ldB!-m zBp@mdvpnt7YCH6z!%fi_9!bdtZ0z_L2VUkLdcesgq{+#W&tE2^neeXKZGQyTT}cP_ zeB&!#&9L4I+-l|2fW&GkeNC9yX6^o+YWu}rv|UIpOe<9Gi&?N^5 zmFCAAPdpd5ghtVN9^L=~B{em^^yI+H_iI|^h9MT4BbuEKVgkZbPp{3g$QU9Jv-FR} z+-^{_BkUc_t=jhP5ae`D<|fF{!M#Le%W3rer7YIj4(M$6D!rJZTWo}f4 z9W|Fv@6Ihq_1(Fyrck+5K{mfdYg?t`LQy$d*ge)0zVX0mj3LqjLIM z5IDUmjcm2=bYR^f_9?aE#Z1Nn>6n-7Me?%MN;Jy4q&c`N=UU&x~I4z5@wt~Dt)VV4WEB+tgupPq`ZXq>iYHZ zVai~%hYU7fYU~yWS#|Y>(Pq0lNgSFPE(2M4w(NBbyMABuJm;`#eXguX znuJtZxBZ61!(9({uirg!$+P0@(2wQ^vD z6s|Ao&knEMbRv?;zT{PjND(o~H5f`UbSyd*T$q+UnzAAjqx4GV#OF*hKjIe^OLG*|hI`DS)$t0r^f3{zQTv5fy{vEaOi9SQ4SUiO!8v!d4?(~vsM6_{Lf~98-N`hV0u8y0AQ6Vd@_|| z2(h%?47T)Pad|Ul!TK-^28MvZXXo_~!vV4U^Kd`{X5GdCG6ps*3Y`{g2Jn!06as~Y zB7hIp0jXnvKpCJgTEI5~frI}|5=a)HY6`IR0DJ#0ROd*}QDt!)fE41*DZt?Y1sq5R zs8d09xIlVo?C2jxXZq9{-l83j}vl173efD5XpuaBT$$p}4NhU5Y%LIRFZ$ObgvRgA;~)&iUDPoFu55rhYV#{oA1hTNZu7uLD4KX0bt zPZw02fj^1qZ3qd1Qm8Z%-=7D;I|}%8e=21rcK&qyOhc##|7q(Fkrj3U>j(%k{KqQA zgTVi#>%V8{=c5T=9Sk9Xf(OrU{KK5r;_r)1jL0*$~T zbr2}w>VO~+5I_uAMgJf%TfG|pTgfTm>A&_Nbaa7z-)aH+52%IH;s5{u literal 0 HcmV?d00001 diff --git a/src/image-processing-and-computer-vision/module1/img/_nn_matching_example2.pdf b/src/image-processing-and-computer-vision/module1/img/_nn_matching_example2.pdf new file mode 100644 index 0000000000000000000000000000000000000000..3ef3838f929c5a81a1b257c746fd50814caeab28 GIT binary patch literal 6958 zcmc&(dpwi<`xjCz8aoEdH(pmUfF_+hFi;i*Spo?Qb`*rl_!0s`}7_Gq<@`kj*6*>ay z7yVD7V1^_XKgMQ9iTSV_Cy)=j@_7Od8lN`-+_tj76Cs2|#*=+8FiRu@!9WC{DB%lb z5DASG13O7X;bMq9_=Uxniozvaz7$NzO(NoY@MYdGNEk48h?F^b$UPwF$iUKTfqyWc zD}xX;3oHznAZ#ZR%7AYv^j$O*EIQa=q97QJ7Ltc6gA@U^{=D_M_2R~+lfo+){Pyi=X$_Js_LIk`O z2Ig|m{|v^^=+u8}jL1!q?}iAP(!nXq;~qXNn*}p@AWs5W)DQh(>&ZgM7`Z(QW>GO{ z2;jmBgHD7sEHT5XkA)x@1kDssLf`GUY88AQgwa|AM}8((543KNTj zXk~#cGC>_k#3Ho(A(J*xJGvdsK>Cuf&<0Nm5C$}Vj+(pJWMDZ8ciOL z6e6KT=Hbebh5)&IUPIdsp^(W8#`g{Oa>?Sf4rA4kYhNx3KVD!C-TKNnbN2AoO)AQ9 zmiwB0`-?xy^crOvH#(+Vdfl31o1CD}(IDg>%7rRwU?N;S| zrSD>3)ZGl@B4z5OD)SBYn~vB!&SlM^nbvQO;elD1`Fo}=%zgXhDP0^_P=B!WL2*V_ ztH#PYH&s^38~+m-F4LDPMErH?d68b$K;TrCQjCqEuB-3IJKA-zzE{__w)R<6Tie|9 zed*rtdYx&2k5G?N6`ZpCFZ{G6rO!5av}dthE=A<~<{hq=N|@T$`)q2iu^SH6_g}9* z^kw6oX&W!+t^Dk6y-w7O-{rZ1_{?m(P6%#5xg+rp>nig%pJ&4Q44w1l1GL>iISVT* zI*O~7MtDYLU5JTs-SWDv^VurliJ;nUhe9}E@%qJoS{F4xopSxkV$Rj;z8wbH3A<7o zIz2x!HaFZ$c*kmKTeGVEd3D08c~7bH2AnTDRY%PJGJrc$n_X}w=Z^VTnWt#lr?@BMNm9_TdmLc`gGB4VN_4|NB8-=dsoJL zq%|fUFDNV4A?ieKPRqYMyOnWNvUvO~*f{tWrCocAGo`U~HjU`+S`wByU-wqjtv^+? z(q9HWE9ozY&y1;yFB~{Na;{5X9lP;b^6NlW-RT`_(ac=8u`|{dDAvdIC2!fkaeJ!S z%8j&g|8|ae+KgZgAKJo$RbTU_6tyfXe%zu4$H(p~!bO`mo_GGV*83n^QhXwNp{C&h z4g+&_vZ41CYSHr4$i5RZ5famH-fwwH78BX#u} z#g%K#ZFd>D>Ng4XRZj6XT-^DG@}!W5Vwz~u+m>ybe&;<$9~^r;Yl5@i=84Ai_?rc1 z#z##0xU6ZwsJY4?7kl3+YQfU3m(IiqUtYbvt09X%yfdHrh`lE|+%zHajIF!wKc#KD1w`p0mGYWJ^mtT0gAJF{xvJr`W+#P^7w zmI55hY%{#8_p*8KtNgeq;R>nivUBjWSL>b$fblqe*}3w1ZahA4U|vp{KUs zmp|I2zRhD`hj@(O388jMjK&6)g0>N>$u(*UFZ3@uRn<(pS(Z>-Q4-5`f7f|PJM^|$ zaar5L45gP3{j%5Hbq_alezI7}lxi1I*Eb8t*^8_2P%dG|E*pPMs$IPacO}2yz2SNO z%D$77%4hTSo2Wh6-r;RklUiP#;P0&u#D3{9i#fgFVr?C>XUxo94(#_24yayzkTwoW z)wrg-CXfk#d?=7E`E+*c9`F3IcVo5$SIq1!>2c1Ej2zwki5a!rzwQg>`OFcy6t;OhsrWD|dzQXu z;Ek>cDs{5+c+&m*g)3JscKA%ayT9cR*$?ikR9SKeJDsV=um|+D$ct)}pw9J^UzN8e2dsC^RBh4iP;{6# zslQ#_NF$@B(mhnWy`QD)la(Vn?cMKR;H zWTmw_+FUt2ck|fNaLpyNa_&dR9OiZk*9Hd}9^7ky@w`hk9d!w;TU3)!;rsS;Ubjw+L4(6Rcwj1iV0F{`A>mi)!0H&fG=@&{ySMvQ$i)L+ zd<+`sjFh6Jz`~@!3-5Zag15_&+Ajl#@kYaIW@=!#m2B?%l6ocvj z^fn0KfYz{uA(Mu$%r?(!!l{<3<=q}#)Y)w2KIi94w4NT?_@sH%2RH1fvkuL6zLlgM zD^hOq;Iosak;14d1M zPto4&QfKLlMBg)+e_p5m;ko~gdEW90eLKhVxkU#$!}o>k$QYNC)Bb^e&Tjh^C`V5v z?cQ~p#D;vw-Oee-yG8~)F~NUcRbI8fv^U=-$+yR&SN+E6f!@lr7wOSoVru&9-4oO@ z!#51P?rqw*^Uws>O?elzL}yTEK^{%uyLIJLX5C}g zF6rJdJH%zbqD&k-I$`|debLvAPv2~?+UuY$Eb}aP^>RGQ&p02#GdTTl(lYvXRmv&2 z%-$^ixqqT!GQ{!{Oe}ULX8d(7_Wf(gC;o`F9ZK_5wPs!MaB<#P;lpu^id>^h1I<1WmV^=(8QSy*MpXA)agfIo>UVW1HY} zL(x`aLwZ`_Stn?2-nwajN##sdGkR2g893x znn_!_-OrD`b=>%#wK4G^Z^C@t{)JgBacLj2sj+8_Pv~#U_+$S&=bKg+)sw^Qn2F81 zj0|2Jb}Phb)i;Gp#yW>hKe4p6WD`5pqA=)9amj4{@=I1K(|mL^_2$Vs{yK5jPw!Ai zGyY3ywnLP!>wy_8S0Cy-*Zs7K(Z1`}P}gHFsH$_3VoaavY_F7ww@!LWDT$7;%g0QA z>gD8Dl>FAvtzP+csp+O?+N2E|e6C-#ouIU6&!Txgo|Pj*mMjz>Hm;1-vcAO^W~~eI zoyfmVaq@S0U?Kc#!qKwi;4RxZ3!($7M|NJpSC6z%IZ{0^L)zFyT(Tgvpn_U1c{N5^ zp`tkmhb-|LZal>*%9MKnAxHoa)e!t`nIzKxlGzEvz9b-em= zu&ZAJJNm7PVrdY0wow4>nA*Mx?WSKnJqk@GIXuf+9Ol^S8GZHYCM73XBRB^auW^s> zU0bKMTE%g>Lo)%f3wEB?lWIVC=a#vSGv3zvIE^RQw!Tg8W3Bf8cyt_`c#Thf?%vomx0(ur+lJABt(4DPxXr)X}&^Edw>?~9T6lR3xkJzYMfADwTXQdjC%p{xu9t)%QjCqD!ZSs%j`m_^ z?W5&(4Wbn-DKEApyF5SVS0DI#+#W&Hb?f$|xUdZE@#VReF8wo^IyF;G85ss#DdLg0 zd2W;OqVzto)8@K*S;2g@>COoB_4#dc9}%Tp??rr-tJCfY&Xxvby{RSjWzQ#FvOGId z<7WAGtMUTUfNR;w)eA1!IOnF6{H8PgU^{+$?EN2frr})&P(pG};O9m|83q7us1eC5 z@s&Pqwgy)LFV1XBm;0f@zf$YI_Bmyx?WkTq{9Dh-`%-Ya!$O|AcfA0p| z0Deeddf2Nqx`Y&y`P zxr%s#fGB&w6fuYdA{j>jZwebB(FjBu(ZURT5(sqoZ<=7SfTuoV2uq;SNpuK#~p z!otuxL-lC(B5rsXVAPoQ*4XfH0gvWSBKmU?A`eI85<$fw0UR6wyl_@jDuGAg609td zf4x3D?)Nyv;gV2!CGxm1Ka`ISDFsV}fIxU$S^xmc92wXPVsWTokSRyggJsacO~7G> z@)`0vw+)pIUW5wJilc>cgn`!BNF0wJzzGkPVHpci#xs=98_Zp(fH8O>w}XH9`b}o# zBCwA@lHu>Wl!1Z%ORxW)qaQy_;9O{pjX-~RemNlyJGgw?Y$m_oYo>q)MQa@FXtc^r z>}lv0A&?0aghU|9cL$b0zydX}i~d1lsCrHQx!O&?|42tl_yHJjO0mMAWj6SNC>9nZ z3n&2kCL@zTze8V;@SBW6v;=ha&oTnZ67-FqWn?M|B;#ipfk*&{u)oO&mY`kyO@>(g zGA@Bk1&6M`=~-BS)7Q^3BE{lYf0mZN=#dEM(}bUG$(Dp)WMDl28UM2$fkOFZz648@ z*8f@00(|`;lSw#&P`(5_QG#F(@bd$54}nKFBJfNEoK9H~VAcaf&|v?Dnf8!3-OAR1 zM4p4#&atzkP!UJO9-%tglL(Fuj&m##3lhTkXAK|pWGa<$Br^Ge11{YHJQ#CW;E4GT D8Ju+g literal 0 HcmV?d00001 diff --git a/src/image-processing-and-computer-vision/module1/img/_sift_interpolation.pdf b/src/image-processing-and-computer-vision/module1/img/_sift_interpolation.pdf new file mode 100644 index 0000000000000000000000000000000000000000..e893cda1b98b0347e1069c8edd45162a1f3a576c GIT binary patch literal 14369 zcmd6O2{@E(`?q}=%AO_5*t5=NY}vE#`!0qVyBWp^*$WY}COb)qlr>w(R)k1AQAqYu zSy~9icaM6WdY-rU|Gvln_>SZIX6Bf=@AKNv<+{#$&fh6)s;Mmnla>Ps_q|Ik1qlo5 zVb9>)Py{a=RuSwG2$n*dS?Ot6f~5jAwXF3{X({`o-GlL71PoAO6^J>7$N6jELcprT zH%Jx?1>;=3K}t#xLk!k~;0cxkDCQ7tFJA%%4~A&_q6ipGj2jM(QBeT}67U$5A1I_i z!V>xfVF@KsKT%jPc%2XJS@|l1q4Y89)1(%%7Lo!c8a50T{i8N;MI3?HFYy;43;IDp z{v6vf)E@&eMR{N#Mi{ggia0+9C{PTCLBTMnyb}mwjw1jw0YiaWcnp>RMi8e7g6QCJ zLH=Nw?>FX{KwJ>s4HF2g#uSfpv%nA>AON?3=2{^H9gD*rV229?L2ON2y)kYCFiie? zV{IJJD@@_=23RWO6mSm=6bL4=$Q%TaeoUJ<@^_YjA;fuu4<{Z7h8TFE1Hld;;_rGwQTZ{~!^M7|EW{ip3p#9X{!4$v#s68Z06JVf#9SV9$P=K23h11 zf*r2xXJcaRA8jpyTnR)G>iGdOB=XJ|hqv%YxnUrhm@{5(7;_yB5X8m{4d@pP3Wb9p zx)?7HPXbs51kvy!1e#*-r*MA$I4n`J@*s#Fz(<%_24xp zk5CohFmm3TVjGBd9*UWm*h2Owt3GpnZ#J@VUd-JI%PHIGoe?l8&2NAAO`OHcd`pAA z;Bx2E%E3Uq9^3GiYVTvqk&3~c;hu{93nly)`b)#UnJJ&gJ(Vu7j)T9ENMrYr+ND^! zl&9P&`Qe*5gj{nXnuD@gwe%~>6JI(*m}sogpNp`Vz ze<)W!ea$oc$PP6$?7YNRlvI#8vSPibk~lJ(^x1rTIx2i{wI^xK@U?>Bu5Q0hPq5nl zuGFmuMOCfEQ<4V+YaIXAPqo=y8>Ol@R!8_UGqbcm_my$f#h%>!R`^L{X4AlP`G+f1%8il^eF12g(k1e_=};(H%L|4r z=V2k-3vB4-`kt9_;m5Fei|i+t>Z%%R*x~FUiP`1-Y7;8A@peZ~LPWfu%f4j0s4M&A zu9_m;%&5UH*O=pZ=<`3QSg*YIeABQ~6`vb15PxU4j#A%XYryi!HC zP3eSVs>lY(gj##5MGx~yq# z($(d&=(;2x6H$tPR@Hhmm}~F!=&s=2ze?2D-d4W2;@w#Z)u_L@JI`G!Rq^2ZdF>89 zvTNdXQ>Y z6Z|*jU5d`nm<37bF58idDVz!(*g7eNx+c|OLD66tefsF* zK(?L)sYm5IW+SWRVOveI_um+Ek1A{yIRs62a*eOmW3CN)i0*GnM6|>`d@!K5Nh@BU zWw||fgMMf(`-rFl(_@M#4?W1K28B&^-OB7aHI? zun%f-ti0m5WVaZIoFQiy^|YA}8=ax-cztB^yl6ORY|g})*fT;Sf~aFUDAkGukM6}*=c=Kn7MxEHQT0-=dQ$JD1Gsn5uuLOIjLEW zzOe2AiwMCFS5g~bBPW?7nIE@Zx14)L)hUO9Ue;Bp6}`dDDr3`24qk~pzScI8?jCED zOFz!BM5blPweylukSVA4zL_uE(ssR6MnVpMTEyb9JLcR1^-qmcgj_mu-te*4QLtTl ztk^p($c)hD?Y0eKbY=FL>rJ0n&K6)&eOXc3p98}qo@XqgD^s}*B3aSkPS&w6k~}nZ zg4@SlP_V?XRpy$rj-N}U@k%adgi}FSr5?>PPVx5L>)`dH=Mxj`zAYnD+iHQhwW{&P zbo~T~K`6VyoR-jFkdmAKraJeDJtd~G^Bb0sYl6h4lRJ5qZB+ELXL~C)KG2*49&H6@%9wBd5sTbJp&h^E#q)~SC}$mGUn+8 z2l-s&!Spb$?(y67CUrP}`c}Hm9>F)FH4EA0mEMgU-Tpy52;7Z~PzsDtLb%KpuK7H? zvG2q;qNI{ho$7HX)ua3K<`D2Pxb?aX##og6}^w@JFR@4o=Vic ztPj*_4Ma|r`bOQF0LrGT@!s2($GJw-{W4dvLBW?{w{D_;?N@wX?v`HcPG|A^&+dZ% z%H~6_=7;a{JJ;gSxBB5B0xrW3??xMk_XAuJ;QP?;gMlDMC<5LK@KuS99pI@FzX4}c z1MpuRq~LP0P>>W%7AXsom6w5n5OOjyK;ggjSbq!$_^#&i-~AI1;Pxtjf4ZbZ7nN9i z=oABEnG-9(;9%hM-9`N=6j>Nl_7|yKb}&fAGzGkzbq=^S7SlOBgbMSH#x!T6Jw3dje3ObnkymfDV>s#^u z_7?TmD@dw)kKgQn^qV=5N?YGwYIF!2A7A&oqJyPtV0dZ~QB_#0`ZfP;`^v6o3(DZz z=u}(e!Cd1?c-Gxn?W)b3dmUy8vm;zN0cn?&1Wz>N@}9ixlk)MTd$05zCXd+*-LnM? z7p4Xw1@E^H{O>JYd@$C!ZqHYNEom9v*FD}JUX`^TMGCLso}691HY8S7twRmv3xY6s zrK)rl?cWqmOK~E9lzO@{{qw7|54tmil}O8~nTKw7$sRe zDmS4L!G9&^{QTyN)@HE`8##uLXNT5t~y(XrIyPo$^ z0f~h-OWHQF!q~`u!B5OlaO2rgsDD*@OqEXUcQm}=Drb=SVFN4v?1X!^iQSdPiI-o}_^$gPq%=!0 z>rx4>a}Q35ZhU&7FRe&;6X5y8feW!LpFcK(H5{gXZsqpD-UH%DH^p<0Pv{8kY|he) z>YW;&Auf*n{rQkpf$pwKE^a>d|Rh71B#iptz9fOZG0s1XaexIl)1Gnu}WMIF~{LYwBlxima~B zlsscqb@jpYW^3BknX(YwATRCKDw4EGuyx5d(pp7Gw66#=+CNn$r9@Q+c5Wdn%vek{ zyo<7JIwgUl;<`&xP2myYH&e&oDZb`~-_-y!$g}Oc6wd1fJkC5R?usz6k2bvR9HF3D zGHpMrrm99O&Ka1!tfs3jgzJxEc#*$M^PDeD_@iFgyU?^XiwE4TyyP?74>a0CCB(|$ zCS#;mB5XMA~Yw!<)7=ag@YDSJ(7iCTMER~p%* zk<{r{0)=jEH?!Tb!l#D0t}ld7x4R44J>$@w)RjE2gnxt~32 zN=fR&P@WZr?!*y6#^R)v&ti{NOXMt)b`FNeY9<=wSP~)Y+X{i zcq$oZQvg_PdFadSFHNCG3&BFkg5ch*3$zys8`1X?Eoh^Bw;-t2r;Dk)Zt5nJ8rL6O zZQ`Pi0Wr~*7y0vCySVV_p~hB=D922_dY-+m9uLl=!S}gynjFH1*LUk&z7Q@RclEv7 z#MMlOn)r^To3E|_c zk|rU}g4YJwp70rb={HT_^PP)#mdHkaEpzJ*d?6H&;HoU2Uz@_3*Xva6BFrzd_(4se zRUad<)~PyYkzh)ZSjAz{8}xOIdz$vS#?j3Bw$5j&fR7V<%D~jQ6|&DF8dnGR6w3A8 z9B7u1ekr~0@@3=9!w?5nr$r~k0bX~m>C)_791 zzVendh7No?Mv5SA$18={vh|?PA?GVzk*6-7n>TxRTldOE%2eK>6W1Tzvdf=lIE^j} zSD!JmRY}ae^X2@h=HqF(3Tb6wBpH58ELA-3J*9DmjmxA8iUr|4JH4wE7bDjZYsOqn z0S#`naB`NylZMB0`|cU^#W2#=&8a0k>5Acheg-)zfj5lXaaf6bBN|g>fUW!zDxY~l zj{IXy-JMI>c?FJy!Zb>u;8#FHq+v(AcxHziB%6 zAzRybslq7<&|wx=!+T{MH|S51>@}7+Tbt~1bFEM+zrGliXv%(!wF^ZN+zhs%yHTn2 zq_4E|++J=o8a_gqn*6q?+4H!JKyqN>q} z-*~r5Wf&vWouzQLZVOKme>Sti;*4&$R|8chC5U6ghX2!mroEGT-ZQlXI2m#Xe>tzaU)3>15u)ep}u@AU{X z4p$QGC}J)Tiqa_Pcul+cM-dC(NMdz)Z}3_DuahNjM@&P{7BRRL&8|j9-g2mVJ5g-s zb$f3CbgfVN)$t~Zd+YVpypbQ1bKig=7rSpdQd@v}%f9)&;Kb`5d}x3SPb-Y-@5o&+ zl_GgFVRPW9xA`_|&BSYDrD5CRg|O;1r&Ws=*Hz1vi=VzU@tXLWb>{Yn=fukKdaG}{ z#ld{zJ~BUio$7O7Hw9(=9w9z6dn!{(%7F~W>T5Vw~Lg6Jmh|HUn!Nr z?YXSn{?6Rz{k@T<*@z3y_3-u)=lREUDtvc}k(Tm>!>>PleEUBC;LFy>r~rAN>;CT} z{K@8}==Uu7vYPP+Ul)L~O9AWs@K5J*?+aFqr#b7brk2E!CLCXw1_8CK9z* zK5}q&Z)K!Ob$Y))?De)PYDBeL3%=~LUf`~`5n2)HpEt<+!Ov9U64@*RaO8gOk59N6 z_cUsr2UfP*;PrvAy8jv8^uCMA5m!+5@utP)wms&D~rFB>Y0J(Jw^xK?NQvPYyr6{c6dVHcbeH%tGheX@o6dJ zl&IwG5lIiV6*D!JyX3_N9_SdY97)c#^2XW zAFY~ry!oE)4S9}&`Ke+2`{*gP*EV(_i5>8?%UU^9jp>5S9|<8T32sZ{IkxGgPB({8 z0ymASP}4j3p0fkDtUYeu*s$tr)0Hl`V#Tmh!JnxMiVc!H#y{X_cEmn^nzB%#^!0t) z)R-)2v~qn0yhww6P4ALDt?ey^M0Gi)@+Vy6B3TOa>o3-PQ+>Lhv?_ZW>q=d&XGc>u zHfXjraZNk)i`S*Gnh*>aEFBVjn&`Muk&mG>6N6-QV^&hUggWWGa%=GcJSz)L-GJk( zKq~huR`W;VBoaXvvID6qd1nU-`l^)6V!0Q*$w$;ih2~pN7$6MfM4uzWa=Y7|xJ6UI z3xot3C#v+G*;2si357bY@AYIipo(FxiaZnyWJ?Yttl13jE>r z^O#HsNP2o+|pP=Q?sSHY;6Br;F6C4fWpJ7`36~wk}H(3{1F)Oum)d zapl;tDgXpS`iu1V(ow~)wMnyNhYUfm4 zN8!3Dd*1n#{_|S(8~3!d&CzGGOW3SIjVvqI?df%U;{9fgH+_ut%sA~EZhtJ=AxPxk ztUI=!b(P}`jl@m_toq}_7BmZcS`bH}FExBNYtdUiexMH~%l7)Gud82@CSXO)^zj|>K>?NRMx2J?o(u| zPgF=@z5FC0c`~(~niJ=v6)UdUyX>;YOEa5wC2jc+n-m>&ffsX?S63lTkMwCEhVR)H z8M2~}I!5cqv*?pki}bEruy9pLU9y-I?ar%7!}MNnP#RDW9}LQ=-u5B4vsU`pJ|v3S zWQr87?|GnvPE3ogbo|xcY!jBU~M|1BG$DxkDHT?V+9O)uP@l0KN&vw=^N?Q zXDqc|i`eiXCbH|_Quuq<*)vDX3y18|Z!)8Tk`juJdgSxFC{S4Gu4*r)i4ZK6;_W_M zdVU@%**x`iJP^tECh(K+koh?WEyKPg%tUD5h_!2TMEh4J{|%(qjb>(Nr7`so4guLK zEUSGlRHta(P1>F-+g*BATJ^A(iW8K^wbZR1ELHa94wXz2^Am&dSUb8>;eqy|K+y~O zn)BT#h>%=++~wTl2fI&m82#c6ch*d^??dMYSqCa_!}jNmwt{*yDVZAy$pjgi>d zMP0+Sjt`giy)v9}+IyySK<=_% ziMaF)j$PrB6jykAym?x3@@dugF^>B7QzQBG*-eUz%f}3t?;$wCxG9;|tP>RXxNvz# zYYHo|3)f^mXKP5&O)*mDq^_jYB6YBqag4XLFL1Bk!Jco`-*`vkdp+dn?1k|LW1VWw zm3o$HiQb~r&<_ckz1?(P6?)m8FAIg+roCAoK454czsY36T{(&^xnXejP9&Z-=&RoS zu(lv87134uFePPcTOapG+}1to`WW4@d^)CFnEP(+vnQuA!{gdi(-$Pj-b6m`zot#c zlkd5st>G{y$s#Hd5E);d|FBdbqrSo^{q}hOyMDo@XK?u~Z_y&jsTsj!m9L#XHunn2 zta{;wlN2X-?}XoVJ|k~@IZ^lZ!#8d&Q>9MxZM=`Ork)y}Ye^<^#$CUikYfGibEZsv z?qk_+SC%72ePEnnFS+%b1}%)@DIDj}VKNzC&z@G!>0=W6+`!qJQ}@;(Y-slJo?jdS z9}`1*kJ)(cosG5C{;apnuvSX6?~ZRdA9j?fX3={zB=y~Exof3x7HQlJj=mrUP00{b zcEhf`TKZNrjagf%ovCY-KI(E=XlO^<`2!m_W9u?Uz}p46x-qNbc&BAZ(f$w&x5a*_qySY8IbzZB}G9Mix!K+VVwkM+NP_AYID`73UN zm$l5@T%N2fZLeEUr}#6iw_@-8kr)^8j8ywlf8LN6{>JrB{v38&JfXIF6Rub~QM~Mt zk7F-|-N|ygSB~9wY1vs!Mrfa;p(FLubjidR>Uh z@iJ}j#Tn?9sR-*42f~XQo>G>S44G6Hgyv@%$8M!d*TX-`=x5xQcaM0B9lrQ!-BBbm+&1f2xM?AY2Cs?`+|A*FXG~+p{e;BdVlU54C;405 zdaKu?R1sM~q23&}s)Y&BC9vFg*jsfi^t~dq^ZH=SpYsbrwyFana0ZvF?e;vVdGum( z$^95oWvME>1iW{&tQ@TY3+H3+{6f)>>V0wnG~M-vl&X$rMW;`6JfRx|g!^^vO1# zt&|7vYT5-_m5xd)2IdS4pRN*^xN1@L#S^?&@R>R5y0%MRmFJ>!L!@gQ9e8&ux~_MD ziafwBSGT1@yM&BXezYa#15+(`eYf@Q-8rn#nV#-f%=jEbrx}fI>=>>dWP0aDpg`MP zFpZ(U9P^!2Z2pAJL$4`!VaqHVG)m*9Eyk%`JePldTt=ItdhOp8tV;vCHo8mRGiX zkwW7fpDqf%e5Rvq{y1fBfemZG>8}ASGlG2n(*Zrzadpwnu2i2`w}TTphFU)QoNGSb z9x$_WHJaSls8mdpe4eE_?_21jkS4|BuUcs?uX?;J+lp9w5zxpeLZwUSE)6)=E@+Kd z*x497GjsC3LCHo2V}5=}&6q2-(A$@6+86l?gq|X+m}o!yoHlostg>^})g9Iz^I!Ow z)553xF(sgU_*l9y=?BHaY~9IDjTrqNWa-cd%T78AcKj%_+^rFQm%;OikB??Bd_wl0 z*|}A1<6ZUk@`(#E{=xd6QsggOxEoZGC7skcB3nLD zcP3~$Q$^sS3F}Vb%7^vrwW6k_S3*@9t2$+qoHstwfP}`1R*fDjf1XjE50|Z9TGs#S zohC6d>1cLbflMv`L*ut^NqO5tPu`m_qJz7g>OF4f$MiT;)mUcS%k_2B6uQljup8dH z*euEajr{2;<5~HEQf#{91>WGu&$cbscpu&zqpfG-Q@C}X{@vG&45!b{@y!?PKRcac z&UNo4EZX$=oN0fcXOffm5&enIdO)5kY0M#B*pV^pjjxxZA6bb>(-%9_$(rHH;E!cN z@xB%3`Doz=md{k~%6 zkIIP882JgyfA3hupi41s>{6AmplFn%Z1?R?HVtz&|V86yH#u(r-X8w;>$Vh0oNqc{@ z!e4MFKqv$RL_>h+2Qd%=`W^`RiBKV8SAIl!4kJ2;u@@ko1F^)Tuz~(WB#|2sL(}^K zGC5`O6Rz?Xga%FwuKe3j(O*F@S-D@rEl#N?kM@8WHN%W++3y#R9JJ; z@ZjKWs-*nXPh_I5NIVtAL7d*6s1BerM`dBv;ZPAOHwyLg1M4<6_dp?tqa`fcqp|(w zKx6f1gl(j_t|;kEWo<$Q-sVoX8_&Kmol4d*bUH-Y-kRw*oF#Jd$5J&=ff!=E38H6U zWofG+p$@#XZ3Hn$L030Hl&d=43*{@N2cVa{+>9)Nm>8Czi3xPWd-)$CaEOsGbBHC* z3hPD0=ztHI2oQ)EA!1!3pa&mFIOU1LgB9co*{wzr-W=tA;t5z=-0R3Z+zy7BUy<&5-7_*YZ@nCEzbRX4kYzObmR-o3Cyyq7_8OI9&wQGU6wPHF&Wk(RF>!Dq&SwyVG*^CelFp!p5G=7gI->^Wmf%_w0p#Bd1?f@-I2r8<-gy zp875)o&Q!&hk&zR<@AH_J2}Z9ewCBlPdUjG&Ft_EI+WL+cfb1uYW$Dy|7AH6N{qYy zdo6+e19|rkg+07AM)?5%w*OY!4`aLt1Xv2_S{9B3%fXONM0gqizyv^T>Va-VC>uZo zplB%nA85D3TcVi|%YcT!&U0u$>R1n70NMyFfPnF{1}h+dz_M3hpcmHTJ7i7{36v4d z2H4Osa4?+6!Cydphxh+>hXVbu0T_UVlZF0i5J-90FZ-373);oym8++Vi@WIt!!tQo z67uDvV5aPXd|Q$^L?{#rRV-VvyrKRjSypW*BRww%j~hIjwkxOBElGZ&b7i=I8eL85 zdO3MI19UT#A)3O(I1(=~u0##)O3$}7>jV!og3!(+u5oR>)0PQJJ=EZ5lKl|rm=~ht z86G69muJ?B`OYIIDrbYEC_W25K6p|U0K z=`X3hI<`+3@$M@f>g9GC$>=Q@LeDbR)N^i-i==f`snJ-{5-yaMl$MC60SiNYxz-u} zDwSNK2S-JjP0o0w`D;|yd{=9ddX9Q-Ojpim&hw$6NnJzB*i<_^J)=UW94F18$$rEB zaZMw;#FWCvaig9-SliT*@dZ*$kW^zX9pNsXGoN{3r5yQCR0=kMp833;bbp~;qP=># z@9heEA$q!Wd~{;qgw;z~%kxnoft(>+P*ju2k&t++d2t+CqhU z0X@4;n_p#}6@>WXC8ZS`_%w@;G>d=OTbm`^*?V_CMtVM$Qi4S2cy{-1cBx->=D#-n zpNGUxoBOYKuJ1NS+-<&Foc!-B4uFsTYH`5rpB4ug(f`ig4o|aRj+|dMli#^m-%+K2 zy}@LD+8aXQKiHdunt-H&TrEkrM}~`w%XDUuMK0AG;sr?}9cM+N*mh$THQY`uyq>;< zr1)f@N?JQrf)yNZAP!!&BSgoleK$DXwA(F-Y?SmF^l!lR(YE{$m>iqH$OdTwlI}y2 zLCMym=ta(GET(C1rSH|y-PP?GXLZMIPFBuI&NNaw-6Lr-hXpo%l@l2gmVgVwhu zu!WH*;i$13*6nZkbffpq&q*1O56Y&Uwo=!!&{B6(*D}*m7uk-AOa69?WAA{i15?mI zrdj>vN?&LHO$NeKS6k0;sFP40^Ay1-A)btcW9B_@{q8Y^Qx6Ae?t1_~^~8bGeytxrW#1C=DpeATeU zzjqJ?t~esVsm8?c5lNA@9{hn+u-_?}MeR|BZfDHEx6X|@)x1QPPO8n4q~RoTCOFKVo1t^R;29waJ>CaF$}p8Z!V zI)s4#>cjpC4*z-F*%}%Cxvj%s3i5yHnUZP<0KxXb5Wub&4==2;==#0;qF^tyvZxKx z2x{bi3ghXedlrweIBRU_cGkyD0WGSk0#Z^%0eF3kR0zsn%Kb14AP@{3S;_*Z%nh{# zh!sKx0E{{~#LpKSs2HLwde}q}xF(VzqTs_S1RrHlTO(620f+PT@gjiX(hAZr zDHuW$?2ZS{+F%^s2Mm*z6$QG)qumwFHMM_q2;3=)dJ+i!iV#R}aIkbRLK=tnfWQPA%70^=N<$k zOn`|4qg-)81Z4q%AH4wS62I>TC;<9F0Lufe6oCW-bdVbcuPmx#Y6#Zx#03(*`@diX zX(Un_Dhm0ruKzF`z{}qc2MFNDw3UE5ibgoJmwTut0Et(DL*X(~P~anL2}3AC;fipi z1n>=oDnb5H6A%{A^c0Y_0c3If7fpYu`AbtA-VzX@iWVA3B0+|$&WTl5F&?vVZndN6qLV_(f`aAKR=?L5$h>x;@pD#0G~=vQ&}`9 z$P2CLih#Si!Qf~qxEmbMIG8(13h-f|QV2I7nFKEH3UilH_;2NdcKd4{{y})(Lrp}x zK`_1;;*f!Wh+x1(&~A$E04@+k0BphEA9yG_%*P?JM^r@#C`4U7`tcW=rz8Lg(-uZf|e7`ts2l?68Z#a8M0_+H2GUP8S zRRMwjFTMWnb@X#<0uZpuqQS(C=U=d}zdYsqX>2EcZ);+}nNQSlz@mv-enL}`Xd+M< zs4NTtg&$gnC=@CRR0FK&Kh*f4y(j*&wu}AsA3+En;|@Hzz>y%LntgwPWsyh(66_BC zlO`hrI7Gx382f_;Lm*{$ ze`^bcBBB2r1E3NA5BO(2`G2XWAS3tBabZw7*?+DL1| z;2G@Cxe)Lu;JFMBu(*!#x$-(4g zv|!rm@=y&xPZczgFb#PvIR$ONtwqQ|<>XcVa}6hAT3H|gg(n;;9}Gc!xD*!FGSLS8 EA9CA%od5s; literal 0 HcmV?d00001 diff --git a/src/image-processing-and-computer-vision/module1/img/sift.png b/src/image-processing-and-computer-vision/module1/img/sift.png new file mode 100644 index 0000000000000000000000000000000000000000..b0b1ec875f5342fcb54aaf6083fe9212b6facd6f GIT binary patch literal 146810 zcmeFYWl&sA*EWhwaCZiGcXzkot^o!Z+w>fP4K-_lNop z1qJ=yMoLOeK}w3;+11I?#vTj>ML(6AC?F3jK@cjo!x9z2pvByx#^j*&g;QD`@Fo(o z6UmD&T+$QU6WgBojbUGZ(FLRZr{?B5TtFY}m(~8aGqM)Ht+3@WDEZkZhO;5@nS2=h zN||YfxG>{i1rsmoc=>wr7rNDCP;Z*%3bP$8Z7rGKu3SLmLJgcAweVhulR+Cm!eyD&)a3ave%jQT0oJSoHg45wn@% zXoTs%;WpZjqEGAzlzP9bPaVq)^{vF`9XeYfEEzww$U!X4kR2c&W@Ko%9<`0$#!CF{ zOc)scGY>DFqDEWEB_?S|^7ePR*xmQ)Y=XlnI-anChn1`Kjsj1j?pEQSCnHzg@dcNN ztY?K{{s;qPg-*E5HL%v}L046UmZ!agv`r$G?sB&!Z!?3XVb)dlviA#a;DC5nUAVsl z+QQ4-c_661kJHI1rzM;}YnaZ?rnmwEKLkSQkhx}?^>N_8b_$}iyuKS06x#WpFLeF! zXWiGrK_4wWcMXu&zq*Lr9pVfo2YcICLP2@2I;a_<4UnTe9^eQ`8kdZ^9Ih&K^u_f+ z)y%87g({GkNse7Wdd7;RmZMmzmdaDH@bG3iowKY%GVRZUgb?SmjekW^Dk!+=;)ow; z%JsFmja#=7++#>&gEWpM$fq^1tC7-TukKD<5p$AZIoXR(3WA2e$w8aC4XOdtS%H?3D)uxWtZoIG63!7`p;M|Z0Kgs?FGx4*N8tNmZ;SeUbc?ZFPOrf#pTa{O15 zatg|7|MvJpft8Je^Iu-CWdE0?yN%`FWc^oce`@|p=RX5^b^kZ+e_8)4_rHu^t(27o zrJc+@{)DF>EkgOHeL)K+a~li6zc#_#Two4Pb}kkHkR>Mzw;4M>ivX{=ISV(JnFTu^ zk0m$1InRGUDLA^hgB;Dlf1qB$S#4f%Eckf2czDghEPR&c>@3{u<{T^nmi(M7mb@J1 zd|)060gyT9KOj_HZC+Igvj5Mh{yW`wxm&(E zyp91IM++w}x4)~jY#hLv?w~(>a`16*atZM8b8)|J@v{G;slO0)z^-nuTKt2`!OqIX z{g?ZnjuCuK=apK}AEmwm{8j#%ji8h(807Bcs^#QlFGBeTg8Yx?zpIsB2b2ZK9V88M z2fu={b8-u^zkYbNI5-5k*af*bnb4G^8aQ1XZVl{|D)68ZQNelhx}Fa zk1?eQcKOHNKX&bH{u)f=CEZx08u3!nPR~}!v zdKKtjT#?iNv#S{X+uq9>{HGsYDPv)O{rsCUZc4U)Cd>9`#`ssZ!fgL9K7{`=_>U>( z)$bo=uT$6SOvv`{sqmkC{h4(BFTVcS5C0cic!mDoM*c_q{x4nsOV|I1f&Y>5|ElYM z>G~fr@INyCUv>TeMinIa3+{d?*VAgVJ;pBc9BC3{3t*?&4q{Bfo? z0G5jGxfsDDBw`55PI!1%L012xVIxgs@ow_+NCYXZ<%n}J(pZFAk8{aDWm|-|VG@Ra zhnVYT3q8V>i2ySh(IgxfTRP0~w2_0Uz^nHGjy=nSWM9Jj1O9)sJ;l)6av`vD$h}#% zA>T{3;Y~zU2Vqq$>MbT+ds6ie!jKH>DWKCR0Y;uj4ZF!H4@pmfJOAx}7%I(zzDpp7bUKHKh-L1kd4O!Pa3Idtk9mzivA5I;&hG8|Ka;YjfBw@5l=zpGv5KKSWcgO zP!qvQl{E8w2)JXBL?J7H2Bg19XAOZ_N>|EGG;)YAp`uD8wf>IWL{ z`FEl?K`2}=QkURDZ9kv9;-!=y72dc^5Q|RLm>q^~zch=>dUs2xhOc)gCy0cNqb7&p z4zJSurw~`J3jqmb67eN3Z)Qp1!(gln>0k!uHfEC#fH{B|gL6874Mi_D%Y~(mzTwac zUKn{k%1CHu1Rna1**wMhh7^&EXA%pM+4}f()Y1wZ$He zo#|s<8L|lE9#aRAXc8?y;SKE`fPER7`d-<63u^vax(h^&Xuz6Kzz2x>~ z<3dfk;`5cAVynr6G4m@W>I&|uw21Tq=6)l+Qpdw1jZA`Bw@|^~#{cRb7M~V(OX!gy z%9pBvX#NjxTz~=4iPLtajTli!%#j_NN&b%gOF*P`(sz;{#yIbn z-d%`Xs3hYBBorSS^p;5AEmjj|#)uHTE0SLlO*vJ@%(U%?Aof`h8etWIRce|Rn)5EnPqoZSgH-G^SAH7{5rfIUgF$$}lq(;q*rGv8 z@KA%wCQcjA>4 z1KH%60f?#IX1&VT^BGrIFFPS&P(>pkz4t;eO|oiXKc|Yc)?sTgdj~{>C)lwU2vuM~FHC7SO1Ht=anuT)>N+Tl0ho9q zX`eIn_aVdQ$I%2#f~YWr`wWXgqNVu^#hBM`$MeadLD)*z?0+Jfb zAGr{K9z%w*+*?Go*;q)O1jJ=SbH$GN#xADA1U+&HOl+XZGa55- zD(DQn4h$vU_b`1%Xgn|Uwy_*3$VDT2!-N63Q1#GjH(ROZ02i2?GiUSf6Sgq*dH{7R z8cI+69mN5c(U9scvP>No)HVJG0M?{q!k3lzDlt{Y^X+)^q2@*AfNb>!VHxo(nsCS+ z4{~TI5)2r6`b z5S0KJ_*4Sb&rUhYpVLLC-sYD#LWX{OeXXR(lygOIrmy~NX-r?Mq@j3}x#ghw4AU+K zgZ;PM8IDk{#4oK^eYq^Fi7x$)N+nW-4Igq$Oht~q@hA5APx?OjmlDQsGy26BgzzW7 zi|Re^r_$IB#5GH0EShiReo5C&5Pri`$`S1v0NsduOVM!$Rk==jCz07(^T9hQe@3~8 z1%f6xYlsNb+V9#v+GE$7vBRix@oi{Bblp4$RdTSTGxI4+=}`1#X(lDr7$>l0SDVga z49hePI4$;Z-QhW>st%F_Mj-&4Y-Nl z>%wd!Tvgp?1@BAqZa*nsWHqR3P?jiaR9K6f&|tGp&Ls3?aKS!3iTIa4R#Xt)%q1$X z_ut2>cQ$rjv{8vkqlZ$GxGB40`G<+j8n{wRLU^FVG>y z79q@U+4Znb@^cFQ<_JgtzOTL#feheCtI@hAAaYU(&Dxkg@QkRZ#>I zm)%o}PLk6Haz^s}hLKjCpruTj$<8LGlxh zQ%V+pQyOo#u8@xZ#eMNt&J^Q_Iy5dYp4UVZG>d{}_|R_9NB->ev{mdiyIy`C4RWNO z%`a+})Dphr<)KHyr^_Fb`TFC~aVbL}ySjd%B&Co7JPfCbkfxqGDz5^pmb-~H z3x(qws;!rhF7jVeo%U4s)|Ij?7>)IY0~!=Ok{dX{o$lj@V2=#_o>=qEi=_9Sb84gV z>1scm8#*o5Ob_ya$>Ed*Ir_PUVHH;GL}?XmJt=XgMvBiYKK0XANaSxwvkxeOCT5`O zgGcG#%YG#wnRJ=Hiq|o5Gf`rI&HO!mJXndwPN6GF1)@uc?FEXB3uJMR*QDQq^oz6qE-Vkur< ztb2&$`+1K2c=6SrvWB)8XGbJTJ4nTvHr;s?9lJB5Tq1;@J|s3$*q9-y9fiMjRZu_X z#VuFO)lQ>r!m0l{S~SMXOnfofur2gOH6_zk)^ z$M|V(RVAvd0M;l!)hyLNt;#yw9B-kDwk;eN$iElKO6ao#56(<+frhnWReN@v|X576CD&PR^yt!-|uzDJneqGO{6o6ndsmwjppcWxPeaWBC=M3ke<$ zTCl1p8FOrXu`|rOlV^u0utW_h5&U z5kn!ulTf+PA8;`7Z?m3erpHL-SH`9CxgeZx9#Cd_7e>l2cIWrhxg;dF+w9+^9<9vl z&(M6_Q{1@-=rS(*?uqbu_d6Fy_UTGYt%}qk=g&(|Km&u1i~`cf)$I?$7+PUc3(-yf zqLqmu8QC=Aze;Vw(AXonw~u(;y{e_ST`A0d0q3u5mg_A(KN$KkDk@s^!h+d^$P&Wo zA#o$tNW`N2*=Jm>wZ%OxH_V>OtW^A(*(GJ+OV*0I~->J}7OxLaAd?4Jf!ZNzdJkbCp ziP0IDGXe$y!`yO63IZcJ$m0ztBTfvifM7SGH){XU(10W-xn`!8z@cuF`;UuEyO_@@zP}OU zI1C!25^WKxO6%Msf*~mNzLW^G6)6lzls5IR% z0KjOm1*@5>IbotypEfSnGf{VBQd$SuqlTU3f=adyfJC7uUl>HY4EvvRy;(N5}4 zExdqA)9vVssif?fBP4NKJ4VP13&eDJB!y{Dom|OuEQpDRKeh3W6EzcblatSrvsegx zTQnJ$ctM@Cz%RrlLGiVHXf>CiH=3n^6xpbrq{3JYE-tJ!Q?*$nIk1%F+@5#DN<_^F zSc3uqb(jWCYcd33z&OaUadt-5XjH{CTHUY7~?l0v${d;9K^Vp=a5aaKd52@~D3+(4M&{DpycgkI8O>V7CLa3@|+j zC#IXOvn<-&O?)_s8%m9|OPNhZxlS$1ug2CinlM}7n`x<>jKjqCN!*&Xm|1LRkU!?? zLf!wCT24z5?lXma8|vC19oT~9P6}m}<|!SejVd25HL{$mr7$>?>Nb$!bR=?89=u9y zO4d4T;hK%l(Mo(+J*7RXPbKZjH3Q`$a4FUBO@}f ze~hTk+x5*pdKbxx0x-W}Kd{8w!g`a6ql*q$Dn$=k%QyUl!&;yi%OPze>d35?Jabqu1(=_8dF!MmCn9}1+`lPH9 z5wLVTs2x^tAG3eRtVO+%UL)OYe6!n#7bo`MRu|595}UxmxI-_Pu=Mt(J=EGXdtvX* z`<)ME6uWe@N3Jgcl`HD2JHmw?_-Nxl9tU*v7ZZ2s)135!uZ$bsRC!_859x;!Gq^fD zsRXfz@6Ih(dFF}Ey2Gh0Z%R5}N!wAHmk59U)C&4O9l0+dn4+Lo@4WFb++}kWEYDh7 zXoo9A%xnTH?RPddif@6sLWrTpAsg?Ys7ai4WzF-Vs-^@rv!t6w(6hf479{%(!H*$D z*rt+5eNKglR7k*>C=9J}eS&7XyCy8I`SnO%_jPcyVaK$kpn+vhzy^&8nUn!FQ$IUj zxlNnEU_U{me(;+6lsTV9HLKHsa|GDwWUWF2UES9niXw}SyX+EeK4^(QD(acf?75E+ zf${>Vhmo^{`xKcB0Y5wJn+R|PsRRYx^XAItX0=7xu3=?csC2)PUFhR-!?@42IJ&Im z#2!A}YH;npMl9}l>#D_Jyr_K4;*qqxi}3aS>+K-JRMmONEMI$^i(Y5#Y{I8ES}B27 z!}vD~m0{O-68+E7%kmtpbgo4bM|PyM7`tknW1e#w^qYr($j*d3+S-yBVIxYT(a zQZ=)PZSG`ZA_GcBT~4tfev$-u8MVUW8~b5$Rz=&dBEt3;$Cv}&*^bW@;c8W=!7pN{ z>1+K`;+qBp4izCorwH|Uv9&mUi(G$hvf0tLdN1yX)40$h)xZ=ryG@+^8)`d~e|FSu z6M)~#SOb!V9*cg6+&q7Wd+Ot#(>XITUm5WQ(a&0o(jZ0ZoV%MX{63V}Glvg>51g2e z^o_i4gVAq1B)#=wc~ZuHeIexfxIan7kTJ~%X0QMb?d%=7^(XW1n{Th3Zfy9YwPav` z9zbE3_eLo3#LMAdf1oTn=t=0OWa={V4mRT~bg$vf1ItxJCGW1SR-2M=cq;Qk*}%c+xhR^XP}s|LIn=v~tr)NZnXBe_uo3>ywu z32tayWpD2nl>9pWTw?Jtwa}|7Nh$LvwuGew*^%h&nx7wgM{d+}{AKuBjAc!0M0V51 zbUi<9EvUDW=rwsv@B%$rm_6%a@M97Yzhs<0;r80J1Y`=*I&HI~F?MyhEAndTed31y z_7Gc?5y0FlQ~NIXtX3%-EppJ);(fG)U8Da>yVH&S{Tv71qR_Py=M6+(rxM3FD@&V}8)&oc?jnWCpVUy0(NnSkEk z*LW!wM?Z7d%B<@=R}`5N=v}e{p%`S-kR;D(EOtkQ9K|?_VbDs5k=94(JGqOaDsm<0 zThszdov9_#ntMx;mcH~o`r*M`oqr4~VVyYQOe59K0hRFnS**f`UI~;i5PVUk;rU!Q z6I#p_jL0KeduVo;tBI@M=HQ-zoB+md%p8Wh6TL%^~dm=wfu)zCge)6gNSh zpg$)*Y>JhcipKfd{uC`(BR-brU~s0JHtuU5{i?3eA!$T`Z)UWosF3IbhECo|q1^&b z{VG+RU{AQlWtH>nEd?ohg2*|X1-eOu(qqZ8M_*Oq>ASB@2<>M2+-5XQwbA5!r<(1jME~iVlAe^Ylg|c}KGBp$)Hb68v=`g$SHV>^$AU8$5AI;9^1O zVCSX>sqyxjsb`F<`61Ed!6Fq<2%j9@QO7U$4=ppnIs(?_#zHzWGdu+0bNa&* z+W;Rv{$=kzr1!Sj4cde&hX#Z)oO|25j_+k)7Q37Eui5h~6LBRvq`+i8etOSO4j2GK z?s6-vAQXjCd3Qk*NkKvP+SduWH!cA;cJ^+Rawu*^uelLh#Bia9JR_c?hCepF*CGpK z?k6~hraN2RY*pj%j=TGl_VR^P6d;mNvU6RG`0JLT*K$U%y{rx4GRQql!6g<)>U2u%`- zc@Efod1-$Hb-rO3jk2jn%WBphV;hJ-|42l5m}7HdO>dME6m-dA#d7MOLL#tORgM3v z&Ji2<8Fzn)r-9qWhS=ApwMx@vYzDkNFJYW+QS&H^S4x~#gR3Jv96_Dx^__|g54@Ys zO#DqK-rJY>q_sJ_ZN+kiTqsZ}H9yRu|Ff#cpw~^&%S5dpv$FITE3v-fw(8?LZm{{6 zM(O^fQcdu)xj<$|JK@-z(c|&qWhQ$`KS6$tFK8MgC=7%X@1C$r=JUZ2szHX0RM4DT zVfmLIuOmclnKPu<`v7PeNtf55^-UcZoiV(DRmsgr(;9)5Y88vLq^MUu%dcH1I@XD1 z4cH^7sBmcHDsM4rCG2VG&cD=w*KA`;hXq8!b7()YmUgOwN}r(_&jt>Uh45W&mGy-0 zO%lj_M8-7j)QUZ8rK5+0Ja=v#B}N%2x;wG886V$H$WGR)$)eJQhh3Zx3_G9if>JW@ z%0>)cH65ANQ`3%4Ne9+xB zvT$XvXfEu43(R4>(la%VQ$^p|9Kpn4!USF+>|wE!j=h&<#7}W{^&_|y^mqt3nE|1OwG_mmOnS} z+X9PbGNh+cky$V8LxmHx(2Imc)=kO8gNB93L}MH-y~=`28uZVBZJv`Vfp0+O^qVA* zJGZ;u)(;Xm;b*9NV)<%@5Px)bZ4dOL7nzJ<6EcHP zoG0ULF&VkR)y&*VyhhsxqS_8Lvfm@ab?m|l#^dsLq*wrmN;R6HqCOEc@wm);Svq}3 za^qh!GEl2JvE-vqrar)qpIz{+ekX<*0`(Dt3doKkvDWjlZ+}ti_77}yATI^%8l3vt zqjMVcYE+YBN@p|&^*|5B=k~%sKj%3=R(thU-$jfWN))V=z+jayCN;zD%Z72do3hE? z3V*mTm$Fu3ld5dTtT&5t;V<7iU~jNuD~%@(OOB@^(T}qRF<}9cLw@U0WH zx~1W?AIq7QJmj*A@x(dgCq1v>4_VYAY*wV=v5z`S#8P6x5u&vf#sm@tzdUe0&pfV< zidXe77!0OQf7%y4HbU;CwK_Q0eR=G4XH!#N{RT3IKVYk3Ngr5^L??z5 zbh&ecU3`gi$#!~2uaw~x%2j;Jl2(uBQa;TiUA<*fVxleBGATReB>~A@Nmz)A#JMdCJU)h1?dlmyIeWw?hHB2Ww3rS z^?}7v8)7zPD84O76bx<&ChYuCR@2uJc&j^I??@QTkWlizoa0P>Lbib`^op$wplfpF zYQItcX2AfLCtY^cL%rVm^EW}x?;k%uHB{C4FR@;#l%$sD6U?h$`!g55m!b;4Se_}; z>#{`+c)SfHae7Q0uQPK%xsgU|BZg3Y&i#78F6@zXu~;AQ+vjtaUu$~=XJ5GmMQwyG zOHoG=8NQJ#Yat1@yka|3QUs-{ozJk8*N)Tke%IY_-~;?+Uax-oj}KgWvLZal@tX!u zcnJ1A=c%=uMP!dKVPVMSEWgxl(WVh@F)f;kTFp`S6?M0w^8$(9T=>R31~fT5(oFC^ z3thH_Z!N8sr|7aTD06=%vVMA02MeSpgQb(W8^69~`~k4N5UfN@%j_IgKo@}djf7ez z{1#Uy7-_s|UroCMfc&W$Xv~AB@nTVBqGpjWfKFj4Pw0o#&`e;4NN0W4BzZEO3k&yr z5zwq-+-@0@QY5X-%(8uVQIuhR@P$cxLRdzEdvYTg!Mt(+&UXamaw=Z{E7tT-8)Oj1 zhaGWyK{Hb_x(PzODSZ$y58A-uNmku=m9H z*30|1o!G<~x3z1ZeLJr{28N40 z6`|KjF9_s6DHo~xql`z{&fhX?<=*8uS=KHll7H;qaZ^DidT<@ z<`yk=b2v1N{cE*xaakxuA`w3H?K?QxDBUq*LVGQiJLANt_7Qdgt;%6F`tQ-9rvcvJ z_o9y)O&-^UPAgC?js)c76_m;tJ9c^s$OOb>HcT?l#MG-g=6kCidZM3^)EPa(Wo3P_ z3{E4n-Vk-FG+8-6haPODvh^T+?|SIwL5)*{RgfukGP9HV;%^&=?>qNA8rWc+X5^|og0o+roy_2T}i`db#d^H!j_ue@%9$+7zp(aX&juMBoS>7YMo_FnRHaU3eIH@H{E=4UxG`9iDc)B5zHo~ zP(=T8F$#A)@hGN0Z7GfXD<%KJdZKZct+4i5i&KBiRZD@>z325!chV6pyO>DmQK*o5 z#hI+yN3;8hY!!iHyo~}1tr;Hymo>n=9Cp0 zC&Q4h_SP9Uj}GPT*A-OUpRKS$;YvoYZ@FH6Ux!THwBT8BPw^O8;$>XCjh=4uvfvz3 zQ7j63TVg$C6vq5fWfrO%F8!S!gT|wQpWn05~(g&*L9~bFr29$kL`U8v77==vR(Qh2iWqX=5h&NcuV}5MLe4Tw3GPW zDuXPdX=uL!`u!>=S%L={Pw3YCQxcjr=y&#=Hlm~+(F-&d-`cd$2)#AdiYJ8Ksa~)p zASE5#GJk}~1;u+rqQ6;hB2b1jgnFm%e?k-n5-Kd(vn91HdY`agT6NF23=9Ca*-of_ zBGV&jF*<%9BTS0F)4|t+(z@=>bFvcp`SDl!=8vBj4{PZ=zp{#>?G!;n2vSaaOFc;S-C4YME&q3MN6y}- zlAMtU7fdl^>C9zB8vdL|8nrCz=jeu7b5cAuxjOK`xdlWAg(8 z$qn7qa{DR+*o7GyNkXvhMVNE%RVc_6(XT~(;M9(@_TWXq#}~hClm;cIGC)u{@Q$AJ zP-@QtzH*0`(OlbmM|2DuEWK||kD{%XajiyNUBsiJ7$;F~{aWqGl1e9WINNOc%3P>p{F7*frXcg-QX|#p65N9|v5R zTU)ngtC#YtopIT39F@Mkzzy+4v{i(&^WMbk>D@7og~HeI8^~@Er2ZmMHe-#NEguYl z5IeBfP>v->)5l||#bI0Qo0TV~Kh?z#CZ}A{Cy40}JUJsS2oPE9eLj+fql1nfMnKstK!T5|kSi_1KW5cV1gB zPqjT?p1a^b^o*pAKLA5SQ7iDr_83L)Bke9y*#ZW44I80%M^l#Ob{;h~HEF*c;XF{1 zrB}A>a7-|(A6}vMwNRwR&nBnz7q~);c|@?l4BI?ig^PZu_1k0GP5(%~ql`1%q)v}> z{*3;FE&BV&PWky5Fc*eGi2|l1%&MNsx(S9s6hH)RGmr)Zr5!6pqu3NmiBFd^Ai>;W za`AZ*3EkBOhgSnq4fO-rEC}C??tniL=@#ht3;cW+W?L8HbFe_K%PL*)IhkblWBKBg zY_kvP$wga)Y-{~U_8dSmlP|k6vtj0SVKw3qvNm+!j^sOJKaI;N{acSB!RL+%O#IDI z#ubdH@^)PAk{gND*Q-EcKCJHwKDb4itbK8!0spA)%FTJsM(eHUHf!+r2~KW5d>vi1 z<~s%Vn(xsqxZw##-9e|3B=lm}p2YmZA-Q10d9K%gSCd4{^H{9M8Q78mwSjrbM3|Ge zA*9U9M<5A%^toq%8)9OLHqKlZpw z4X6uQT=prgPo}*Z-Q<^TydUAWejTWv069qo!e?x)7jNbw_7}+&6SQ~ynHXSa_8U)L-E@9^wr|F5Mu(>WQ~^GtmI zj^$LlWNJ0chfv!(s)r#}>km`JNU@5`Pm=jVOn7jKQ&Ng%7yEUzcg4m&-yQej2%A+1!_5 z|4o1OQUSs~APR)A__Q|i%C2nbkCh1*RXQd0Ks9w+ny=ZPk0F$}Uf*FpO>Vr9d|iRy z1zas{n9uSOWy!G!Ur$TjJspTeUrnur^7Y(LmUbS;s2keb{K}E(N)f@?6w1q#btRA2 z?eU;mBVYT#lwTp3oIkN!j}BedTbiW3Qb~+@j(#lx{mfgnrpi1+nlg84q^44jWQkX` z-1O|EHu_A<7(g~y78h$#X+uyMKFgw5yDAF`LzRo}Y?=|tR^7A_YUt8yy9glWzs@fG zY71u{nKIsq z+(bq53|qVJ!)sqA2Rc>H6V&o#kZ_kN)BVT#zE@|So zX_oARl8vNWI*F0FG!GAtB#JF|W=^j74@eN3Rv3QiG`sS@_hd23552C4K@)R_fk#K# z!L6P16h}j{d?)JBc+mH19CceO2GDR7@0u4Vc2X5nP{aPz8WWjs=JP>TwN%aqkYg1gUo zlGl(8H7txiP%!GGCFnbK|N0XO+(V5K>tUYD3@iYBrNvEoWMPQzPv`L0cVK@i}>A!`7bv(2rPbFV8fPA5YJc2Es6z}s!BW0Ju=Bt zCoNx=VlTJb@oc0gy#zop?A0o-H`|^zfq11-`cE|hVzuzV7Mu|gt9$CB=3x*q#@-}K~HY`L9YN|^F`jjG8b z!)f3td%zA~05TEpr{5A#`uIU8&LYser&J6^e#&{!3D80)j9&iOhRoau+9%=lhcr7$Ir_C&2Gj}~W1)%h>s+{Q zk28#8d*r33Ssxhr{pjDyq1Y89h~jXk>H;;LYIwq`<4k(^RM5fhxUJs;h&Yctja-hv zAa!iN9AZL>*MF!jRKeHT?D$;OY+q~bpQ?@QocOTfA&~d{K2j)#NA_M=xSU6_QKs0F=o56Z)&KeCSXOzw6wmcQ=h1^kXa^a>n; zlMEv8bl0M^JnCY!d%X!mnP0j9Syyn-&qJH5oDQ1<11mq;hm(|D(D5fArD&>#<5)~M znhN_SIp`j1V=sWM`yuhH(8NutaK52#E56HDJew(<&=wqP$0ne!BB|#@}7Rh?pt|TMEi=~ z=8`DU9X#s;li|Ytnxg$HgSR0E8V3d&gyy8o#wS;9tCiN4o>@anJXh2to;F2KZrM_% zz*NvQZ(Z$Bw4yx3PU%0VpHNw#2sdFH@Cr78uN zz|O+*%!wGflyzd)qHdO>no?H-GgR9E6V=9u4m5yt=+PU2@56^;D;cx!&OAG_S*5S`da_HEx+er;i#k6xKlS?D06 zQ_azGrh{)3GyJ-ill4gPhmqs_KOw| zBDDYO2r#2qxZw)3J$#Q}C&8O!-+RVw&9L)5Ne2zVyg2Di;B_QNwPhUbvfjcuED$>d z5$ekMiP82RSeaTR-$D{X_JYSasw%m$^!2lDQR{EUF9>iqlg1Da&Y9}-Z*ZlqRHu<> zMF}LsyXOdKXL(_|`DqloLse=8(B*pP<(fm`@mrh0UFXpt zu#=ZK`KUDDn(c_DX}JkZD>ImxK8$Ss7%J5w!)K6R7{K&o4^s9Yp}X^UknZS0ws}I>V8P!>SO^9fge6$XTT#czu|@(@ZR^n z7rS>qXaI#R5W_>j(R6YeHRQ6hICyX`e)?^1!k_)=AECFGz+aJ^Mq%pYSMTsj+nC66 zDKHoE(c~qZG@x(3my0EQ;d7tI-@Nz#!_h;B%+3n3&H_}9W5bQAZTT1;8X|}q#jpSR zui(G_&TpcP0QUPCFi?!QWYhH}7k#ZLo`{-cJ$7p1E_DOr79dm_0+HvQzYCq6?Rf05 zM=&~il2M9BZPmhq@#$}7W(Efi?8DBTJ8v)<*%jJ{Hu$xE zQOZh_h48HpM>&NmxM}n?yTP&~WwX z?INVm8{7hrEqd`#sHM&TlKzv|P2aUejVMhxfelfRu@Rxt_h=l=mukx9y5<*=zzTwj z06sxS!(D{!#BucaIPSjxPVBk=OPDEq7V*qHf!UR4Prd}R!~KkQBU9?;J5khP0kK#f z#c~~!M`{>9Hb;Xtj_=%dGydX#{~5ma^{*noSVpw&&_GcsM-w#6QH&oR$9?xbXg17t zX$&pRgJcHkZh$KJJ$mpUK6&l6_~%c282b(#GoHPQ!#*hiTo7|nr*ZLltqJi}B4n*D zFS+`(A%T(;V18}}cinS8{^@-m#Eo~}g23^p@H7k?lVg><*Klm)Bp!HhH})Moge>{+ z;{giPTO}I6$;Ek`9Gb$OJ%@15{r6yec2YaVp~`0!cBCzby=4N&^49(nW#3fkp6h@)JYLp4%l9D>Asn4k7=+pUi> z>@2~fi)4~InfARJ^>K3a1QxR2!O-X&db@ra1Iw>LG&6@F`Bh~7Pl*{!li!({tl_O; z&%?JZR)K`sB)ZPey9`g0YlQnp(SxDEY6dT;!pZXNx6k{8j`B0^2hD;m|eT zIirlKc#(Sl6975)@7xLRN0|&35KF( z&f|fDdoVE2k6q_nz)rOY3Dh`Ixp1 zkMS~>Y_AscvtBI2s|OAH0-*uxbfCgu zz0#_4mvRau4|y>)TA;ax1PkKMyu{S_20Mdl#{{%~xS@|=Wh$0HoI2xkU-%-v_3iIa zt`<9N)N$ma%r?94z=K%6vJ>k!t_r=zl%L|ZazBf~j%hBTEybMy4C9t&5tlg&DH zp@!ST-4!(Y!LXWtz&sdFJ>#^ryE)6tdKV&Ts}wRHiD_?5!9+w3i9wsQPju_m5po1ux8~N8t4p_Q3QoT z1vT>IQb{lCU5>tG{U-eI&uYunHPjD^U40aPsI7 z4nDRAH{Ns${`DiDz-_nO1HUQ=DfLI?sBf%M#FavTiQy4^@pE59p6Jc5k&mL!JWC0( zYOn^)%`M=*d+)=e_a8#Fslo1kB&jjQN2Vi< z^{ZFo$Z!<-TnV}PWS?SyE zJi$-|jsc}PCNT}C;+XYG%1z9;WsHiK&0HcjHUq{UZvtvC&!|PbNJwRU_0?D710VPR zQmo$(Km0H}F9Z+jxGXL%;@*4jCD>2m!V52CN60nLo8P9FFy%4R=HVVer{AZ;PG^%%5<)@ z>(r?Z5u>gRZkE)^)Wg=Z9r(+?j){EV(a#;*mc2$*t~u%Rt>C1 zBCg?j&F`UX4K^naa%E7~70UEwFMS!_@P=!!qGts%X&PR}CHcgnajf6E4R3zgyU^d? z#XNYZl?td9i)JpJ=6RJ%MHKU8tXMvP-mYE*F2S!ru2^Q=Z7bSv$>kTJHyy`6fArJ% z(8oTDV@D6Ltm8Mrg*Rc+s zfByNHpPx5#{gl?&*ceWnIDt)@HeuVgZRQuE@7 z*I5U}kj|B-1?Eoxab$GF#I3JU<#IVA(@QS7#N_qx;ln0;iT&Xhzp3ee+Ry`2g`c$Sef}fL>4cD-B^uG_i}Wn`!UeD z8q0eI4cLiW2{SMH@Zl+}S=)>BG6z9{hF2Sw6U^C82dY^MBlp{A*6T#rBHcU?CFg7#}yF$R& z(T>->>{U2-+l3f;sD_oRmLao@>B}tEEJULg{7MOh={QFB6Y@DWdRIiz)!$&;N$lLQ z1?QiAKDKY%0zV(c(4kp$cBim8{plXO?8+-KuxthD#Rw)Ii(uKN7~>$Hkr-P<3Msc2iAWOd@g4+2XA_TPuzvOB z1b|1F?mo)0g3TM!Sl;_Ocyku!$13RVj-#h51BY>#P2_9D5tVk-7h^c`aG78`fzDNV z^bEEWGlm`?eb!Bjg48w8N=ePzix3n@s%oTRgFO?BaHv2+YVxCdI-1u4VZ0XWy2tuI zb~1;#!wv>ECegE&L9~%NA4D{ytY77oofMBi@xb1Fc<{jo4VY~2=)jS~N3i?h-8g>o znCUF7U9%pAe8DW*Sj=TjI=NgPLnn`8-@g4wrPD~JSmzts3W=Q%>Xrk$=TV%AVbzv2 z`Zg*3aKOV1$MaG$)-bx}K7HB$b$`7R~<;}n16mayBoT)?GF6>02n?RPjBAZ>rzy8Zd@X?Qb996Hv zdg)?fYyz{>GZ-Bm!`S$kiFat|B(DF)HyEaF7R{8{85Uy!?4MQ^+ol`Hl1hI7%kc& zS+Z@KqQdu7j~WdEOXw4-KjvX{2GdeiWD-i%47|`@+L|(BcvITpNXk>u8MTd%R)p%y zCe_Ib?)w~Y?D#M`Hjl#TAc!I`P#*QUv$*D#cmam)UXQ^wG*0~o(Xnh1?!cE&EuBEE zxE$Fd{~h&Gl%O+@IKfcFd`p(%NYOwzd7w(eL_l+R_XGyk#t>bm#TptGizDc)vCwFk zW|F8sa3P#>2O_Hz?-JK& zqw^%@Xc)Vf*HE$Rn3x&H+O9Q-rhL@mRdic@*z;W%>o%lNTX~p00hVko3AZDG#l=yi zvYW6lG+_3Z>>Ffp59~&xmVuqpuyYZXYoj>60*m<(DzPYfS5t=Z3gW(vn)VDzmEn`8 z#UnJxjTPwFzMDpofZ1Y2r17mqs)$qmp5wqhycuYlL}NvspsfadliVpXt%wJ2as_h7 zR>Q6~(7kmA{)!=ZU1js#@j8Kn>oN0{1ac4VKy1?p>}3;(X@5p^BFMAnlaNPo5#I5B z}jytW5hu40(D7I`s`fxaWpU&}EI&*lh{KK3vFYKEy_ zb@eN;>%8+ZHZqDYfALGmbf$3it6sy7R)3fd)6n9MaN&l9+rE1f9(rgue&=_87q5KP zYiSHU#_yssTEk8$Uga$s={V@z>X4)x`wLR)uZQ!9x!|jN9+H2WvO3!;T$iF&C6Cdz?m| ztQVR)dFa4l+;i96X0gqsm%W61ti}id+`V_-gNrV@2v@)UYKHbHbsBq(7>Ec2F}Y(VGcI_ehdHQ%`R&U^6iBadP8_KjG#aRYhQtT#T9_m(=VSSsP* zfqi)3zWWhNW^mc17h=uo0d^9j1kW`&c+Gi@Ksx3$aNRe)jY_Rbo?eHucW#GG-8FyE zV*W?a*&pCl?^p$!dd+jR0-YUIWs1;nUNJup$O+1OP*m^K6Z+%qkFMx;C}2s z{2MHHhBxw$!Dm>Nh34~`36VeP`28oG^d+Rw4mI21lAaHm(+=8h$Y00>GIIF75*TSDJtK367dv4pS|3Cwy#q5uMJe5%lk$5|-P8Lx$iA*NKc)L)`5&-!n zbS~>fS9=6K{hf#;+mTFD@s}%z+5}z0QFIQpBh^k|8c9&kM3JU(PA9q$RNApP5hG7E zB-_&HSXs{na2bHm+keSmdK*LopRvOsAdT6x?n|VNas6Io@s;SSCL*_MYOkw zdOeCvl;FirA)RD{@MFjx?IQ5wy-Xdcn2W0BtSUdur{;0C6S&L`myk-XB)@HBQ5^>Y z_QqkIWWNV2F!-xyUsbwtUz8y zUiw$8FvIP7-qWRpCF^m{Ip?wcXi*8H^;oso9uGb|54)bh%B?QC1_`iL<@`FqXg@Bw z^fGMNv=LpMoy=!D+B0qF>FGAx=1fdZqQbVedetfn4z487wvDIq^2;y9%U=3YtY1&y zK%gfuEXDd%9!Q5kch$Be+E!}uN~q-5tXYQ(F1Qe@*REpv-ONJ|Iw-qN<|RWuG-R(4 zgbhrmtEU&~RDwE$awI>!lzDeg4|=+Lj10Od|MM@nm>~C3ET>%LCD4K%Z_&nyeI-Pb ze#-;-tf=LIY|-;c0&uDmVLNQd{b%Z$>XPaV+jTt>>OHk*Z8^eUvoMSG);4n)H5c;7 zI~t59oO4diK|QDuDs_U*^c_>j!*oMc64vh@MrVu%GW^w7Er8lo4flOMz}Q?CFMHc^ z^sSD{yK27RqU|%x=Ge0qKK|Zs;+mho3ek19U}WYqs9VReqUT)%M?a71(K4zz0w^lk z<+~z?d2y6AW?dmv>R`s}R2_@J=RbcNUiR|s7+Bp+%n_gx&>+SvxCsy0V^!SqFZz67 z49l;W!9}m`K|R($!gZ;1$cJ3Zo`st}Jcd{NS`R^%@m-+i6Uoc}pnW5WhYsF5gNf-Z zE_mr$wDmjiXk_J`2&ybheOJ2d;@bc75Uzg5E-X8X6^nV*s&C09Qk})jkreK|iIuMC zVf#xuu<0@aJGm@unQj3l7nLmV-J2gJ0Lb9HE7r0<1CH(xa(6nob~#4bf48gv{r!=OQFFA5qKW+TSf6?(yS1_?DgAt zJ%?Oy1BQq1z|`notXY3GVujzt-g_qrKnAe+Vis1+lgc-qIHwxL+)N!e{>vPCGQC*; ziXm*gbnui1(r%O~TY)N-1<^JC50$=Zme~--oIn3wNGgp})Z}HUC%Ob)eq0ZvVh*Sv zRL3;8PM(xI?z-D}>M{gP0)6?#0-w4DV0LzQm}v{Lk(O5aDxsx!RRR()e)fdwwYYwau(&&P`uRPbh9*tCpA8l#0 z|G)u^O^jpPmhH&SFPJTaItcRi?mK{90=F%jHnWqeZ--M>O!w(LkeZMC#$Q{HWjh0Q zj#$4bBh6V78-Ap2YMCp5LSU)SCmuO=6f?84<|{Lk;}dKTNrKP@jvU@^0Q`oHn_0lD zzcM6j_qLg< zN7mO&k>u=!D**Li8HU!fX@QPm%{^(K7gXXXgrF6yg4p; za;T{6i21sXlT0yg8bt!QAVb~5G{kq=s-PZaVe_8Sh_*40NIaWu49J1beSRzk%uA`&Gp1beW{h%sHs-p<4b$a5%oU@|UB)hO$&~e8dcbJvW=bUqnS@Ek?*;}@3G4mt; zZOr*SO)gn1& zKEg8As#N#U;p)AV`O+Vl)*Dli3&#+piTEB zGw~ySwXjCLc=0S5h^M1RkDBzg(p>r0oKKa>>eZ`__wiGo`V{`=Z~g}J`Y?gXGvnfW zid&@k)J+s=c&S-NEoxDVUYH~u_2d+`ZPWSJP%@jn)PQ5h*-?q$;~)JRc5Z()Hm&=E zXLX!=&dc%LTd4E-7pfWRn9x9)MU&ER&y>y_ZA6~U95wyM2qKvuV;Ynfa_JL{X+Ok< z#_F*S!EiQ2BHK_M-Cjp7ytb; zIB;|?-rfma=cd=8I1vKKeray_PJ$Bk!Da|P;V3zP6`FUd?2`SLst965-i zBPUSRmuo0^Cy_MXN19Co#;(8VoA~I*|COM#Y`)5(`GFe3Za8)JMtN;B+*}r4{npp< zg@6ANh9^c)l^a6!#(g=HVW;j=# zF*Q(jf;6{KV8VPoSZhv z3EZllo1TI3@bIUhRp4Rz+UrmNR^B#SULgiG`}fH^%O835*c48Yz}vB-C$M?*W(=-e zZIq-|MTfvRg5~|ou!SIU&%V9*?)Ppr_k6i~pN169c!l}P#;|lZRK9AzBFW&<#~#Jh z%rq{%=pytj?=|=JT<;0Q%KN)^?OFq{@4owP^UhKrW?zb29soae;RDzdXHFg^Wi&+3>RPavOF zC)Z=T(qGi4wCARyYC7K`jtF^tYI^z*{|O}F>90YF$vjxi-naCr=8J0gYGRPksS^{WpJtFMs70R;B<>%4hoIir_Bd#!#!4ap=e~+;Qi< ztQ1oy6Qp@{f=dBK8ro_thuwP~!Z&WX4wLiq@W^L`0M&^$P^(w?yo@_;zlA{eLztPF zLhnEi`Klw9Vs)Z%>+WhNP_S|HjW^=oKKpUAD%LB9o0>K#vqC|ic&sDJ@|j0bTDm*VBG{Y4C{ zx(b8se}N!&0m;HwQY}vp#|Pj$&^{GED$GfC*bzdmtAQ*kQZEV z0cFG1#WMuY;<+JxeTHC0-*dKVRQd#7j+aHHHi6NZ+tJq1kBysN zh3<|kQK`EanmLXb0ok^Vn-Nd0WPDLXZ5x48HCty~bm_(Tt>5^0oU?r;m9@5y43O#Q zgQ^~uiQqF>}F{0V^gX^(t=jG_>>_Toj2e0ZO zxr`{PZnMmN^!6^tTi*6oy!EHwiqQi{QC=*=FS5W0dK}GPsA?6ljr?p5FTd~&_{Der z0tUNQ!!4%?R0+u94mNFDkBct40`K^lpT^GfccAVOvJshdem+u4h9ZU#R2R9Sdc8&TiJ0s+SK^fU(7tiq-( z>!HsQ`}Hz%WeUb-uc+Y>(5*zaSjP9hcRL<=^Z*JK8aPunX#!qW9oB8lJGf)&|Iz8>;1w`@?st%~bA&;5ys!24=PLyS!ZE>{Mq1u$dVIo0gK@w;w7K;Wv ziG=b-dTAm1+t%s2lDCY)?07IH@@)=lYV!1_Y?A@^X9d{x~3DH zd+xc|v~iP>PqS=V)S?!>nCXYq7-fR7%5E}V zLk-%}Fm3a9nx1+pdU|W|V^YY*GgHPgT*i1YyjI0E;u^4|k!-j$3N=Jxibr>R0*O%! zpZGfFruJd-SQnzfD-nxyVqvC&iQyTn-@F3xXqq62FsdFk;8UOdibZYo6WpD5!4+7& z?QFO-b`}9fIh#XOf{G*%jXLNb>_yxRA2I!azf3w&qmi~u3DOX{IA_~d{N8W=4lcOl z0;J+;ctv?)@k&fBETB{r@TGyH0j*a9)SZUe)Lfr!yx`(fqa*`IwY`S>OD zwr5af$H5FQYN(&-X=w4%%P+@kU-^1W3{9g_EK!~|fg(X}SmOJP`p) zJA*{z)yR(R!pw;xMyEc9YV}ddZ!Y}ASWtpRBkvKgL^X^qdrROf3>g|1&SGhhDlmvP;7 z*O_;vO9bLoH|4o(Zesm(6aqm?j%mcAF_XT$dfNOyyO=ee$L2iCWHMnif$HS!>?}U| z(U0QW-~P6FSD;T`I00Le{*o8*=}5Xlo7Fc9QE>_Q>fMt=Lk7Ua(RGzasIZ zt#Sl(^^Rm$W2a5S@wz9HY@aR3o2hw?m$Utud7M0&b2Syecn}%BmUwG=V4q3;ThyW! zy;w*PtO>(H9U!cud$MW5P@1+Pb*E33Qi~B!l%CZAee1pHeLSUZbfV>hKN>YTf6hpX zng5jAC3@y8HOySSDnVi%fmJ42_Nd&es8_NmmFmbXOe0@B!e?JYqY%g8@eV9bMNwYt zhL?+>r@fuPF$KRuq06B12#R&oaut*c9!d)p1f>f6T#fhYD9>q6$qs6D{#*121apjM z9+g5KmGUeqwM7GRVo4e3c`W9$jGOmMc>=Zoxmp?7a+W!4Aj@~N#XL$h?AiPx$~4C7 z*KdTAbWw>GQEX&UaH|-eIf|pB2T+Ta&HYlnfVuJvJg0(%TpqdnEUNi=L@FgTXxxg~ zDKn%DKCjgmQ7kMH49+ut#_9X$-?|Bd8vd#`P!7r{5$qOf0T!4~j|CC97Alm(La9hu z(opl5uM|+I)=(&wkt>wQLk&5@ca?c(m92WHES4!Fg7<=hSlmIvj=`=G;#bSC%9Lw4 zK)EoFYGH=&%)#e*#0ikps_aAq`Go@cE;26*X1IQFvC8~;OtXR_fpmp&WXm4;Dquce z#A2a}T&c=(ilMrgLLu7&zj!$o<|yOJUCh`0D9u)}IDZ%=f)w)wq9sx#ZeIQHYNrtL z@HDSod zeiVm5oQ`KQgdKMH_)7rT1V)Ku9LJBHFyK)h&mB8=(hu&0XQ2Yv<>dQO7`@6r3H@@+W zA&BIkI*qDJl83^`gZperUe{gc>@sqYeD&!t^NB<9s3HAONAdylpz;xLS3Yz!%cVsv zYSB+3N&iX@XoyEZl6N%BW>jTUH^}1s_=k2E2$mcy`p|~{44`Cs=8Jhh0zG%z_=pGo zg-g+whN8$M``_mJnNXl{Wxg|?ui=q@1xAi|Sbk0cZekJfE`pcXgN*4rNGv~$+R5L> zyuvQDDs>;Bg}8(hB6sDnX_^bHwc{3yhZrgSN@Bd_VGP4-4PzM?FtNx#p`OY47Ftsm@WD)4OWFCpNMYAQUrUW~2f?a*1ddA1%o)zfXQG&ao z0EhTOvn7*O3Jw9coQ}1{<(Qb9!D*mM624R;FOLJ!6sX-B%P58Gcof=!nUqDBBEU}3X|rOk`NURHvg4NX$k(5mS4 zdZ>CTL%sw?{?qAnpr(c`(r`QFF7GahB|}ibd%Sh}Ha5*S%|*6BD- z9vj2o{_Wo))th> z1ZI?urA1p2EudjL<`F>+mKTLL7vP)Mp1{N-QC#u1L2SQ)3eo;RATz``(9j zn^xg>e(!%E!M4!cn7kI$3^3EY%>8@!prf-Fn>MaBAXKDHbDKlwK07n2&*35(%k;dh zh$>AC#StIZe{vYPF$b^yg+Z*knE7&w%zpwtL6}2es+}ApPJO*5(3FrE+mU1{&$<#Y z>WMOCxywthj+gdz6o{0JEVXNff2wVKB&Rq2%39WOf_ny1Z+1-zG&fd<@EKs8-)$?apwN^zus(S139>KgRc*VnVsYj4Ks*S{l z(cahENc>q5bwq0$pB9}N6zbjZ7Z7TO>_dm7vL9Pb0ETtBY9LScxJr)Hu_0kj&k zhN+W1*!$HQO4UUgs$O&s#88j!$H7DICn!6CuFehUU-s+x#Q)fXpZ?`{pl7RZK80qb zW(fS!i0M;5r3OyyE6_OAvEiZ=S!koaCU08o(kPfsiLIa=pZnN1u&;Io>T>Oe1SbsU+ zqw%on1U+Q8K|aRz<#E?ni)Qum1(&VEhL;ieNT)H4dU=7sH;wvaJHB?~t>|0XhRZMA z1}j;mK{7QEu{eKeSg)h;>q_+EvbT^|S942aSS%7a`+20hdT4Mh9K6v(a@8VM@6bMU zWg5VC@?j%N1Ap)iACF$|!3*Ya?rVFn^`#xC5O});soI-!d~zIfBSjqjY6LHR`(|{V zU1PdcmR*Lm!b6mDhabn>z9{xQdLLf;t}SGb6}M4Cqi*BS!BKQ(R?~=5?*IM>)@*J^ z{}vBJ`8N`5G_bbsz36b>iK&r1zW1>@Qpsi5^okK|B!H|F#P~FzjwJvoZhaIK{P}V-yeE`v^Ysna|)& zZ+jE2xbmfZneTZ7KCGkldff~a`vfym7xEOVW7qI`#d@SvB_Hi?=sM~S2*CVs06D!U zflJ@C0$X3>Y32t3RUJ2f`*z%P(@psKU;bHa-F`M)wtKHyGvDK8u^1AFlDXC1lIEiU zOENIMZOUKI^(oUZ!?LnZ4j>mtZCw3}tFY=4_D5*AqlO7`%Q`9`W|}$ERQpk$1d_EP z~e!I-9_DE?-d^HQ7nicj^(1;(BYfK<7uGptQ|Rj<@9R=Mg+K>z1||1WIWb`JjQ zZxdu#Qvg!++&BTHGn#tihtt!Cc*fLJTTK#MihfB+ zKMm<^ZAD`>l8AN0Xn@#AD+PG@iW$nSltmb%f!&3_2G0gDE zN!0m{ammtP#t7u(9g)9Lp8(SKA)50vH#?7o#c9;!m}F25X-`isAYZPastv}gyvar% zO$QgQ z-bLa`Q`!8ChAL_3m~P#bH>GBV=^O%Tt(*4bkwKB*jCrXS;Z+>u3nd&reiSEXbH>PN zh%J?5K5GPiOx$tX2t4FL$RL}*KnO1Hg2d_vVtnFA5GIS34BnY6K%GDAkr}#c)Ec_D92>80_?1{6(a5;Hu z$ISF`Oi%5_{LGXw(1s`vby8&fjZRnD8_y1}Y1B>Q&}~C{_QXR5Hw^W{A<0PlC8{bm zR}E{}^u6zWFRr-a3R71FM$9lR%T&J_p4G30bG1-JL&eOxp=SP{=@53EfK(1c&0!Qk zQJj}vda2pdap#VmArM+h*Mui9G{fw++Jit0G4e&x90jMblJRgboe5*>iCz zGn&t+1>%}hsQ~gyn&Ey@lh;$;PQKS9lPB_h`n?~Qq<@qb@gxtVlGC~7J}zIr+{P*!{=>+;#7x7@saePQZ$U7IiQ>x`6%r z$1pdshzb?DM}X)DX?8l3sIu4S(I|UXjOp6Qmde<7a0sJQMU-{VQU5=RNHmQy0qERf z5tFl3lxU>AMif>o$sTHyz|O*av5J|63MwTQ6^&cqwiBx*;UowyS-kp+N6E9WFzaK_ zUZz1%EH8`zqfa1OCOFi5g@(=a;t3RM0rEWR#RvpNeSKDt0Jcu>=ey*Man{H~4f2Yn zQK}MDrh4GpG4`=t(8O2x&J=5Ivu-h=rN$;Q^F>(t zfjqkmBCm2tr-eUt=!d_jUH<1$ldtb@f`lJpm36R5O>m?v7>|EuvixST|V6 z47)UBBmUTaf|__^ICjd&%h4~Y6WLZ}ea618LM10K?4YRd|v=`?Eb`eLo|5;kO`)6ecujKm18u>(w-aW>?6q<$AG za{PpRoz^yg2+0IIXQak!w3<2O-O=@rKvfz*9%glJIe|#IlZNUz<`%w=$)OXN7){^{ zpZD?D136Tx%%)|dO7K#rbTb`EtX?yS@7{DfzVY?1nME7gT0|m{2TsOd&)(hm*N=Vz zW8*VeyLK~`x(cM7#y5>kXYatkU_U12MsfQsH{i=(xfYA1InqnI)N{K>a)1+t6#_5@C+P+EZ@tcLC|TH(=2o0yaA~f!0uS&2tfxGU$7q@)-F0;C|T=Z$Ulc-P! z8~s;f>uFd)8$l&2IzfCc=i$M-HsOJL*P>K#kXUwz<)tCJC-GL93K%xK zAFO)KdKuQu=AS`1rvcD2kxXNjmyT@eyoy%ltD=J&)*`@?)KEI0d$Y0`DuXJh@f4GPdsO z$MV58xJiAFnYzWKwG@v0SnN21@k#!*pv3$y@cBGr=Y5m^@QXFZYpW`ux^a5-{gIXK z^Gi=?dZu|2;(3$}%hqNmRr}}at6x6Ls74t@QUN<7?4Yo093D2qv3qZ>we?s;yLJTB zrPMufcA&Kt8`wE@e0Jn{M5t?8)S?zWH}sqW$k0Tn|Y)M!7oB7A;K6iJ{^b@N@5ZCw}=? ze;MaqvJ36Y+u^aVP>Ll`Ag@!^BCh@NXYj=vzl7QOQAA@=xSob+qiDoEY+v&loVERT z(7xDOGWrTjXov(H1A+lv({P+t{hEeWzMjxhHHqh{x2NBFo=Lo( zPHI=-aA$b#vTc}et+QIV=z^!-M;_wGY!@Zo#Eb6fm;Axgdo=ncTnE$cgk!s4^MT8ET;5N* zyw;F-qnqioLDg*XL!MLvpCp z@e<$D537K*9C8f}G!iL8)ATul@uvW(0ej5w93B(3&g+)+QneE5+bKi^| zyDq}=?p3Ij>UiX?VQk#G4(Vl77QWsE+Ip8^VD&O|Mjd3Q2|}rS+Inm>sx~^iyV1XL z5Iw!=P!U&L+;`7z46GVNXGems2LxCtWD6xM8)!#Ysuzjk7V4w~dbfI5xwaFYQ^NAh zax7cDf(l6s1S}l6e-ErrzUIZJq z#u07L;n2~e7#cc>%P)8d(upL2WfjBs0zDg}1mgsf1Qwo4Lrvwa;iD)4Wi21U^z0l~ zZ0yyT97>eKUANwDR;pii?$zi>Copn+iXgm$Ahrh`J#8%0cBJCRkuC0_fsP=%_fo{% z9(1qEp?gq6>!JHyuK1{2!p2h2%$q93|5Uwrp;KK6YKFtx;j`z5n(d=Wx|R_YpG#bt zwnRSl!(-(5BJvOQ6L46l6e5^8S;yi@iwCeU1k4RZFnhd#`QzXbF~4&smX6~A7Wiyt zD0uw2dDh@FJqNPKBA7eYz{0Q{#x?9?=7i7p*dC8WFtsNJZxV>bG|$n-EbGg{i72us zUH&?lI^tmdq~eWWfjrHhWc^>do;z-tbf-^>4?gETbN?jMCm*whUmiy-7jWZuL4GrY;$Q{|t}_+FTIrb|9&_GLPPt~U8m~vQk4qzZ+I3GuUVg@fu2taJ4ocC$(A8<+q4~QzkZz^ zP>bN55WV3OJV)4hwi4_t%4ML1Uf~gm5G*nbwAh8$TC`%8ic!yMx`P%>355E}J39fI zjbKv`1zNmEvIJ5IHvi$DZbhwfA>Z#JCt{2pWFsqu6Y>;a{GrZO8)d}&H7%9Dx@5hu zrqSLuhWGsT1=M$89;Jh1BUBbr=+zee#1d=IsVdNH0!)h$ zSgqsEuaDy5t2Q9kT?OqaYSAKWDikjlL6RV7aacpb9+qun`qd0sVK0`t(~9IZ7DXVE z!NcF%k1gk|C-5ZC1ZCPQvEs1jnku6>Y+>}qWoDIh>fB*$I7^E|2v8CUDxeAh9r>aW z-E*slEw3oRjdY;y6U?Rw#ezDD1s@sL#l(RMvI_-lIJ*;Wf)zs^LO#nc=CG`rz}0eb z=a&jN>w;cnHk8AnbRGCwoMYu^9HTh$nC5HwShcPbJ!j{PKGWv_5v{SmFQEpJDxf*8T#f!p&)HdbKmxyyX{Ibd=>)pKtV zT?3S{OXY1l1boahKKDGgQHw&KtURyjk zJ^{KfW9p#JhM=Koo9`%}p-+&V59K@H6$Rnz`{HH}VhAL{eZkZ`m>%Dc*cEs+b|4%Y z&*ZfE1Yy+cL`q*m$h%0|tlO~(HmL&5tV0vq!#b!r!%}@r&#pn6_iO%+CK;-4$3hG9 z!^5YsHT?0MOz^oW9Fpc|DvTD$BpH_$iFxd7RgfTfh*nc*J2RnrF zzsgZqa%T|4w5Tiv*Y6?dsUX5~5%8&bKIQ0!3YcQh>Tj)xZ&+I3#*Wm|s&Fmr^QHHk za3_O?76I{oU2{Vz|GHHqA8g~A>QQC8W^$QV9KoyJx!Oz@37A*So2FEGusoOYBvNUF z>RmDr$uOy0p5I|y@f3E9RR2YkzhSz`p9+O_S%VzHhO7@kogG(~LT3=Yc{(-o+k9ZA zUbC#V^Mk`qzDQTPmTWausI>~aMb8&W!>bCYMmANSaF0%P&tm301#yLg zKltyr;G_R?H*%FfHShem6pQ^bKK+@$#GBtdXr|9Kq(lv7Q$5#&Ki1b%d_8q#ea-=- zM4%Q#W@CW0lsjm0!<&1<0{ z(-tN6R0hd52l>PTl`RdTTSmP`VOOYvcpj^Eu+vGCoGv2b(fCo*XkvTd5Pc zW@~U$`cC!&952aUYlcc0n8SnU@CT3{+sLpHEOZ<}JRP7^4Ulk`QArV;u_{;qJf_yvLYHg^kI79%RqS6b$%2BRV5Y>Dmn?`M}4MEqm0U`|=Z5dTE&G!jx z7j48!z2OSpD0}W*1TfkbNygeN8ptCWO(QYchk9EP)wTj+1mi^-{dkfFl16~`5^k}Z z@v*@yBQRt-8kq7cG|O7}5XAZGp-?U%VJ8W=D+KfcwrHriit)BwmtAB_y#-wPc;nr)m6h5UJ%?io{O zzCwMFCy11wC@){%QP1!^%W%ziM9uuMyd_7*<5B)D^{lVGdf5>W`GLOX#md9NE6rv~LXL-KoEF^<2lzQ(+`+$RZXFL1_ z9++hg%5WR)SUkJ}$xR1L{D>-!DEwmCYnrjy`wf%$c)i?qE?0a2@_ z;=;_HwP+ut{cRtk(M%(#@_v$F*`tA|?<@1mhjdL7rf?fv5m4`D)CrMkR3& z$!?}w4J(g>PLu+I#cUjyU>;b%)9bVFQ{^)_)mZwM-skh?Rc_=U%nhfJ;^iQ{NnqWxy5?5WH>wduP-jR7eNp=2ozG!eL zQ4LpUTbCyQNF8kB_ue{!(XVx3<0Ubyy@-_|!FodQ7HTDVY3is}<5WUwduoHG2^f-! zk|C=zZi_dYNgkX5EBTo&iU+H4(ne{&WSdu;5wx(8dXq+-(ouR7(< zZ~}b#dQ_m*eT>5>NyWXCkO2n16v!)pdJ(y1|CJ&y8)+^CPczB!8g zL=qRhp#!VWmj{mFH1$pIvb;52Se>7z%D=t`t8{c|^LcS+036>9gKG6O!5beCGq4QU zjw2OJA7J{|XBk5QSN+sxbZ;bXC3CeZ+a_NY@H0&Fp7gFxC0C`RJuyH3#V?o+@Y~<{ z76O+rfK-O|d)F=x+8p@08qOMJRY1!YahrKJ%7{!kWWhzgK1Xg@5xCDBqTL-s&$n7S)>Ty zN)r(rJbnW_`#b3CdO1?DbC6iL2wsd~sjM4SX0_hHS3i0HSG{%zIyVDli^_r;*QOGd z^{F^Mvin&8l+Ci8)EY9#H8%Jt`{^2HW*p@*aO-!D;=FU0V{mQSlx&f5)J_^sdltp9 z1`d8R11}#zbmM+p^0J+1#3|kd7IuQl#|=Fe_kYR51=m<`;siOhh=Fu|}+aGK&(=88OpMRE@z`}@)(a8mD zy`%%KYlj{oH5T%qdXt^6VE+RrF}SV=11q{wPYYNvKjcS~;&YKtVy5t2Xv@C#=$~NA zuC3I|6;@_70*3%HZ9sznq=v2R2!Z%13vwor+Q8|2{UCtUFtD;^_O#^n{kM%_&-DQ= zf9nctzQSe)AZHe6XaLlwF$@SI)e&F}CcMbVf`2r9d}biE`7;ZR%yXqHV;KT3DH9E= zYL2fykLg%3ror+pSoq4v9>K)!L0tBhZk+uZ)^j(fm{@iMbK;e8DJ7chy0$|BSl6&iAaezGU;wDBx^Hfl3W{}cD3Fxrh*{LDtIzm(w3X8PpK zBDl~tI=)rp`})rM56{2OlvgDy&cf$mNf=fLU?S}3=qpx^!#5fpJEj)q58L?a$B&~@ zAI8u8+Dp;CPWdk|EE^lM=Gp=m9^(`6(W-EEXyqa0d6pf>Kl!si!}1j?@IU_G50Nn6 zg4YnX4~t<015F&1H6n{9eQiBvJ`p8A>vu5Uz*qk5RxIz_h^yW#S(=c|;;$(R@j#VCp-#>+F z{2+SPG|;vY=-AjmYC{plwxg(YjiP%~1s&USNUfVg_m(2M2r@f1Tga>_qt<-_{@@Ij zZKuiU+k@1`9FjX1kvS`m&K-=S^9069kDzT+9bRGvb*GHjfQQbreN@^oUsELMOOQ<$|L#j(-@$Yw@it(`-qdoQ9J$kSOhwC@biwv+ii ztBS;?5|U@JN8Eml`S1ybJ#=g(h+DIOg9~@!(c+zmuJB;B&k?K*Bk1$cwvE7PJNRxD z$*o1C&k4}JgX*gLC=%-z5Z_uSAMCkr%HhG0@8Vkze+uQE5mZ(T!(LfMW>*bU$^E!@ z?0Ot3-2p70L1udmox41^19e0xuf%rpdNvK$+A`vU3zX9&YW?%%GaxVIeQge%=aG+X z5%OI}oO#b|siS@CA_3nx+Ey^k`Uc}=h2^iaCWiv~D|DSCpJh~fr_i~R{8L_;Z3N1j z>xir`!roFriZbw)jU%!mi;nXnXg|Av)V4)5dU8k%Fy74hY+MTj(MRA%KhIV-1&7AL zip;UXtHH^P@G!0|H2_(r7Y+$n7>i1hVljtSA@P;~fwno)qA)q_EjD;d+rTsyX#?dTLB=B3$Ic-;h;;&pNWGJKfd|2z_9>IBv|nPxtjJXi;in7rOhfOde%TpQ zNe`2;1rtNTi`?&lCAc&o9V*~%AX;W2B(hXg1CsA|zKiz(!f ze^U6=U4jW@jls!@ou)hm)uTvfI`H*|^ zx8H^j|I0t)mRoOzPsQjtHB{8AuxV-ubjtNIviTgcr3%k!yxk}k@)g+f)X@kQX{pC& zr*QMF*WvlnbsA2uPOw137|6ns_i}j-4^!U9 zhK|BcM&WcY{y1@fcwt@^OL-hTdK9^3Lz{%x z*~QfRtVe7XyzjuTvVIXn36#mBsJOMTB*Js6PJXqpgzdn1JXuk-fK8uqRQe{LOkZEJ zYM3=ulsQ<&XiFo)EK+K9y_*X zb8pFj*rWd^$Wrxf&VpuyrV(s^0|L+WzMSPo`N4MN+gf5j?_9g&y%?V>M-a4*MyW zFwYk<&zG_8y&RFsD-o&j+&`D)b_F{zSHiDfM6iDme_s|J!TIbgY-3rU#c-Rb!!_N= z<`LQoYGad5i(1s8XHWkL-PKSrd_U=PYp1ArN`Wf@-VlKnFkr=#EfPD`i zz{x|yG>BAgRU1(PEA`ARqQA78M0+NUH@@agc*SL}LYx3Pjy@V18h_fe#gQ_;_q`i% z^xzRxDjpRjjVXDE3jNUl#mI|GGiEy}Y&m-;w(Q&r*G<5UY7#neA;H6%H5+l+<(FgC z+SOQC$RayeHga-|mX+C3ejSXQIEgQQ=}QVq^HoaeU<~ zUp7PSE{(M2E;h_}ml>2m@X>o8!VTZNiN%~iU*}4sQY@D;`Osc?egoq}WBAtf*Wn}o z@*&)G{f(G7kV9^?3@_)=c*v!%p-~UF-E|ZG{f5tDcCv!P)VWwV`g$~?i&$7ZY&>G{ zml*>d*aY?#4^=F_`*;O=aZpsBs;siHu)b&r&CZLbYe3rW|OCDg*uu^L#GPUM*nXjrBIlwo#UwQ;}w*S-b;I0K+vA}r5E0c$E!|~Wa=7}EgWlyc@v3%ODpC-P(_x!- zw9rCRD;P!#U6hBLZ@dlf|Hltu_{5k2(cyw04N)^0wvTXloacNgB3TeTY7V3nn5MJ@ zl>l)qb|ViuT!$SS^5T_LpH*IAUJQEDvW?0set%^+=+H_Qu zM2lL~qUVJEgWHoV#1A2(EJQq!LY1NM0#u4LfYEuBa?>d1@~D>;hbFb#xZtu&@q2&r z$M}Ok{U2DjeI44WRML*=v!b)36EA)FYw`cS_r190?Uy6r&_HN~a9u0;sKlcYR2Hj9 zb*J#!t6zijcI`r}7DWm36oQ7+_&-5UCY8Z8ul+Ch>9@Ya7!S>?0`EK81F5R{PWL6wFs0dWdjNW@^a|d zQGENBoAK{o{szACh3oM3&wU+V{OTPzwtK88P6AaMDaz)O^Df43zvuUmNG6dds1XN2*FJ;S7Sb8pd%PRJcDn2=LR#J8c#@_^Dq2x z2$j7SM>yEJX$#))#y8+?KlL`8bIvZxs|%V6CU7nU6A<7GbY<|1KmYT%;M^-QJ)K3R z5QSe_MyouDN?k*ZG&ofmc1Eggnq)Tg{)><_WNf=~e+ehCQVA^)Lye3c$KU+j|He0O zyxuIP5qhzrKHG@TD$HwDGrrTXh&HV{ZL-E>8CR6RCZg}a&tqnG2zws67u9N&9S}yU zAzrOgQN2mgBnKC^3EVW%FPg^cw}n&35hb9Y=f-z%j0d z&v+y3bf~P&aJvULE>OVxu%*U>oJZpbK@f9BG9EEveIwsG| zds7A~Up?b}C21B_y$C35nvdt@33II|tBAG8@?W4FGzYZIvYkc4nP9j@K40YT6y-6) zYF9Fc&Lfdo{uX(yDHn^>KUr3@DjX)}XdWe#bG7QKMJ;O4b3#=2|B)n>_vB=$7fI4Y zQFA8y6W@pF+y@9Avk2yXn;_wQ8pZ^v0;Z<;m9{k&)2Fo_+AZ3H$kAf z4O_RahfAZ^s8z`;pEanQ%5~~{0zTKl=FRKSo9H1g5gI)jq9PT2;Fx%{%}ItpElGo8 zm1)rCY{X+dw4LOuT*2j+UWUK;qyLT9zw~PKWKzr==Y?5_o{B=wFq|Pnm z@Zdv_V0?1YY^S1jYLSmht!!2t3yIc!)^(Te&cQoga`B3?aFHPHE`t^o@mw=eSo(4xHp*kjKM)2v+UyDzD`qRi43H(ewC&XZ# zbfOk!=NBbxYU|tG49mYr%q0L~IHqF)og(qCLv__$QZ9-ogy_nf`R=vKNv{g1zu@V~@*n^o zdSM;Ele)K!Z9V~8qey1BU&Htb_BS;BfcJtJMWNjlV!YOumEw$oJ&}gXm?&#aIpVva zP)W^7B#_>s7PaU(q38TdG)-zQ?v_$`a-wSFBYEyLL{leFDpha7#Q1##8H51G-h=rO z8Ul9=SsKOR(FKeRk74x0433`|!u-iBMvfH_wUe049>dVsF-#6mU~*y#<45us89IdN z;T)z%W-(tM$JFsWCgv7VBUoFUpE29SOb*pBa&QEG!b5g`8gmo#n4Zg_OrUq{&_PtE zikLa*B9e>4UN(uD(s8CUhRKmUrl)Bf3pI=moxs$70-X3LrbfmwdUApHj$!QNFviCx zFn)5D{NzxWFQY(kHn%vA!ongv0?V1X8H|pOVT5594yOnZJxu10Vsv~2!%Sy%Xaw2e zEJpX&Fgr%W#phnFgqm{*^D_lhON*GAoWRuB9CDM6kxiALvsBC?J2iw8CzA8IzZnc29m3f7DC&h7=EuY0@i-RpC$LbN$0Fk?5&&c;JPt$I!_f#>nr;=m_(%h{e$W zx#I%_v@xW&?L)OTj%cDAspLk2eS#8#8ckg=U#O5#;-SAYkJLs^=S$au4Kkx54ae~w z{~7-IXpFL$J)FR@H3{^sC%7Pv(h#opE!3wvH*VR44O_M#pDQ4lNF$NV7*M7?HU&Z+ zee_X$QI);8v13~8PKmV;*IA7s&YK)3q}VXnMW;`#=5gI=vYPYMvxY+CYQ_m z=AUs?`To3x!;i>|Z)5ZM9cC}ch#jNsw920V$nX%uT(*d+=8MLdU-BS;EOb3SHBDY3 zSiY<;%pds{@YG!E5Hu^#Iuwt~`>Go(H_FOlIh5vrBYSg5qywzq(GH6px^TsZQH)BZ*lVcp}tf(iW8q@j` zO^g0>>2wX>Y?)7Nx2j*P$ELn1H1Dw9oQYqec@C>G``OHK^LRRXLJ*#7PFJaVl8ydO zq@w4cQA?s+Y{S%W8k0vHj2$HqIuU-ZZ02Omd=9Oiw+R9(m>(`;@kD{YWy~F`AUhtI z&yy`2bx@oEh7RN~GPi)z3<2M07AKCCabk#Ial$8XT8_CX8z+v=VfaK5(_>{!JmzC| z#3Kmx5LxV?<#K6Y76=COn4DzVqh(Anz2UtTj2-e&osD4hcoruQ5JVBQP7MW^(&ySv z)OiF1Q7PnSXr%Pnx8n^gOaz!1Dv&pQc5Q}$D1u_v#q1O?KD2=0V_8fcn#M2z?f=i- ze*nsHTxX*2H`CKSIouo&E^^KQ!JH{dqNr@iN?r%aX)Qmme?QyLas9mE?eBGvclBgZ zq-+IJk&;M>3Z$4b2!H`O12^I3G&%Ilyzi^N16)!hMNzUz%J*CpdOB5|I(6!tuVVL| zD)ad`s--Y;ISWGsbG<_ZvjaJtIg`WifQzxgI`g27xZ6<}j}W9)ahia$m!Nrac#1r^ zNKezCrfrN(Is|fA44s<5>7x@E8Y*Cv{Pv#=p!Z}M6a5in({=P8oI&rAEP);Kd3qFQ z1}FJ!9(6Yi+s9{^=l)ZSn{pZ<$ervX_#Cbg;8e*&4CCbU#Hr_M=sQAr_EL5P&bhP} zTL@UtELT>;3T99&?InoXN5?>P>&Dp#2~)9D4I1I+hcstV{!BPa^fJG?mxuF!=yL=kk3`w7&v<9pjntTHaes=W5$|kbo(qDKgW+B$8Y@luj7}0 z=~s|SHp6u(XFg(V8xsupYXnavI!o>TNt&(09^g@(R)1gx3m3HGx@)dPI!#^f>os*< z{K}_Jj7{R92kynx$F9pzCoH3i(>`|fw+P1jy!=8@VAl1XMJgXf;zO+ano!kt@S zI|L=<%_1Nvl?Bk$2qDnZoC=emhLdS%W$SpVJv9aRl!|zN^x+5biGTPzJo)%8@}TJ? zG}=}jk&uAC_B8c)m0Zler-tiUDb5;3#b_4R@PBiM7mO|cIq5-b053xlhEXQ<6w@aA z3ar}HHOZVxE-jR18K9`w>RzM3+e30L8Es{O8Gck z!9I}Q>s~Zog+7m_d9AKFEUdIuI(6-hWm=zViOKOeIY^i3gs z+=nM_@v-F}#)|9CV#nJSqM|RoxDJZ>8Js?S7K>U|;IXev;7z~Y27OkrRtdnO1M<8s z^Urh+?K(>!n8xKdED*sL6%VR&`!-&AO88joW$EdvI@;B2slgA1YS98-rPfg zL_mA2iYLEIr)gzz@y>2^TtRtO$iL>cX;_eet~g=i?(ZMP;zc&LUcQ`pq!A6+C|A|P zQ8dHX58jqRQ#^GHbgdGm=(;>+LS~Rq^S_lIVRZvS7v1EIK>G@Hn(^UUPsaQqt z6BeHS!4#_55H5YcgPuzQC~Hm|vk+8gAAe3|%6RgoY3z7MH(J&aXz*TzjzFy{i}I~g zKIv1G$;m!k^0pBF|k5n%M&&PTT*!{#&tX$KErE6PZ1%jTeOz%<=V<$p*^lJl% zmU__nUOMTfub}82#qy=sB5D6e_ybXjoy-_#5hM_Jp1XP-k@z#PVV1n1Rx>nAl9SY& zH?0FQJ$$^i>%jq>{%#OE-`<9vizt=^%Z+7h_HPVm??J6j5~vB_nWqk5W+sOX8#kh} ztCcZUu z@WXrV!GHVz{}=qn-~27S?|r|>Y7)TlQz!5{|MBCv=)w!}XMggirWer2#>b7Rc0Gi$Hl2iBuBdh`<{gj;9V| zI#a@q?c10H8?D6x0rfMcw{Y{O4Fq`(D&*a^V~kFAia>?(m->w#s^UAJKTdE{#5?}O zdbF;ij2xAjNI*|)WbnwtyYTm)_yjJy{7M4yk0KF|Fs&+%96Jhq>U6{Utvr{^_^yVl zXQy6}d-K2UNiG_l(Ga`QUGg+@qJ|%Q`6LppVO;-##ju(Q*8?TyU&FYR7wfUtyXTSW zoM)FCIwqN_r_}3xdo4**43u9p?Z;%FdaPX+>NbAk_r8WN{c{18@(rj~7kKRZr@ca` zhTyNLahNlC)@plE)yf%gSx1bzLL2QHpi16?Z{6`eyzPdKOox#uoq*<0(tprq>cad! zkn{9!P4Y}q0aM?lJfudw)wO>I`#>t2`eP1fgYc3UWbQms=z5J6vF6kFVtJ3jyK1Ty zuQw`b9>vT-6w)Px<8>rcT_~~@SqaUc9;qRaB!CIzF`OU7WUdcxh>ogNn+A`Yjks&E zI>y`y>^;QFd-5bPSpj*cf~r1)Mx*K{$nhnCiNYkxHXUp*4=bWAih+D!ghrar(E#`( zRR(fMP-puIYT`V`G;zLSw$9OFf^v15_N0!H=}BU^DFj+r*v$mVsj?YS@ue)3>>LJ1 zPT<+o&mvzZj|l>)=!E&+f5Fbc7tWv>uA=TRy(YrvrV7f=5JEv8oJ1YP;xtCij^Nap zG1NnpPf#nZDMvaXVmBt@r##9yF>nk+`60MrI#J4?SU-YNko*yB*TR&2sER<)f)ngWABpREU|!0O%5QgO=7Z<9Y;3n^Gm^f!^H44;M=Q#6Q0 z6zI4Dp*q50R)TN=C6;l8a@F^)XUaL0)Egz|8mE+_R6_FNhKuB_hG44?6>AhokO%VZ zYi6490N*d5fBZD;WR36lBU>ATKS8q_r@qAKEF(E&D$^K9pF}QKL^V1|%)SuO@Fp7m zJf`vwqE@C(>FXT&+@i07!0eVcuRl^Pn0suHfeSB7+A68cd|A{5N)_5mup-pNg0igy z0gt{?6v6uS>(SC0$AN=SV{&?ejV2#ft=UEZb0Io9v<*@O!y`F7`|L3+UcAZ-U7IT#gWTh0V%h^T|%t9XeMv3XOszPV%-|YLwv?Yd)ESN+j2QtTNg7K8O@HMGgR%Ux^u|L%M4!k_-xAK=NScJX$YdLl3dyDV>toHmX+U6+o&!Kq$k@aE#G zc_lz1(s6E()|?O0UoTLjUm~3U(`dr^z_)%(P?^45Fe%K&r@C6>I|`aFTxA7Na9>53 zr`MKbNq<7}ys=tT=i9m>89N1CQ}7hWw2swEq@k_RAky4=Pf~GwbsAzC5!WrCP(I10 z3rHq=c(VrAnW7D!Vx=#`wQGom#@J>}q&wG~bbQ@JUOWhN2pT7n#XS()z@2r7$V2V%sZGSC@7QXL|ZGCtmwf#_uh+B zr~1ejWz9Ug>V}a7=_vDbRu4Y;BtHLzui!}U3FK3B;mH(A^n;{?}f^2Tcx z5xaV?16rU&G*uw4mD&jEX0JRt4K^O;YUs}knbxWR3rR;AWLt7)d6z3?%EGJGk!Tca z*RExqN@CZpUC3s$#$hYyy`i(iW=`aiB}=ew-8upsmc2j=gG+toW9GRE%SH=ADizgf z@0!Q}r`bPIjm}<P&MgGpMjU;#F6+=!z`kK)wnQ&_ZU5#IN{_hHkfO_&%T$DTcV z(B9sTx4h*o=;>jLSc(1^5}yh(G2%s^9n^QQXW2S;R4@DD#fw>oPGRrfz2+UoA7(w4 zER^>|B4P3#R2Mo)L)AYmg@a*i*suYYU3Qt-W#QRppQY@oa2(BvR0FYsd+xahLqkJ` z7mK_%oM;0y&eJ@-GJ0`+dEr$xq8mX*aqjtxg;z#;un|0e?}hWQwGqse4>N)!9aoU8 zVSUt5{*A%^D#ARyw)Bdvr3_!gad;#Zof|~YS0?XiIX161LI2663tG?}QBeib{3zFQ zC{<6va@QbkUrw%C;j1)L@7kzXY`rtx8ro4R)NucUPhi&*N8p?CBNC1xSoUk%FvNmU zY+1j}>?7BEbOy+}2)hK2CGip>3jt)(Gx+v*zl{eUd=zO-bobX$E|%aHT^v7p6331m z$L=Th;fHsB7f(L<1Qpyi!@ME&zA&0c#-(B1usS$G>OCUAbS9P^MJy7< z5AORWo;!Giz}sRYnhsJuL6RV4>7zp`Wy^T(nSB@^8mAm6ZS4g~@DwS~NtS~sr3-lG zfhX|r{SUy+Wcd!;?Geg9T|tOxh8eF##QNM*&thy~1Ywqi**eFRlX`PNCqIGPzWfDz z|A%)Yoyike6k*#DPZ!v%FA!)PI(!(XPxTUHJE)r869F7XV}{g1$WKm^hljEEk-c!o zi%1HLQ%;U>dzpddI&}O59)EZjohjutMbJ_rz_)|UM*!N@t)3}h_u~)aY;Ql>W9@X( zN%J)pKieiwco6|W6LPte1gt}5NX)8xbEni`@yKNC=Yk}AfexyZAp?4ty*$CZ!!mH$ z5D{s9Ux)x@$BrH7=;$yY>MR=*kw^q%V`DgR;)DTsOPA{FCe(`tcq7mX5WK4l1-i7* zMko5MbWPg4r+3UagnASVIP;mgsYW;EkU*S(?7+YP`uqD$I%zfn4jnp#wzf6{Fe4E* z2H4opr~Q5$H2|=zR|8C|$5}(ql7&WvrNO#(<&{_B@BjYqO>eBgYPnoSCX>Pb{rgQk z0($X;8o10W^YODFZJDIFle7=3SFbkd9Xoc+@T%Xtckjk~-}_$t=l}el(c0Q-@+`TT zum4bv^E6K{Pt^YxX=upqHNua8Lf)SnUYyQ9;caN&2;<3og6gdoG{@Hq8tVVa!aTjU^ojxGdGZwO`JoYwjGus`{&-!=CGcoKr1z|P zF4gI7_V*&d({?cB>{%2FhX~RVNJVy{s*QJpHVrY`Emf+CoRiPN!UfBah_+*FbOMtT zX&_riBH<@61ERqoniDB}^p}4N>sPMD(|aB_6X-*9g!-1PhK5ps1fF~LAinygZ{Wbe zeF)@h*#i7j{G#SYmO{wo3%Ki!Z{zlF-Hu!_ zi(u6vq*ML~VwhK}T0txt#>Ood;=>>MAU^tQzlJrdRuSA11O?&<<}5VD!UUdijP+&- zhK5nA)Xn#@t0fou{Lj(0iCKYLSC@dmqobqP`}AG{=^V1TECE#og?!#yTthunPvkStJY#wT1*X&^wsPf4 zg72UKG1~i4&#HIs?BF2lWYK^{#V-#L3b9c^P^us&;16in)#Jqq_zi$lFXQm=FdG|b z^PG4PKMNNwL@XA=!Gi}4a21$U+)7_*4-JiAYHG@)|4K-_ir}PPd>%`4w?9V79dhQojG#`#|awM!>Jx# zf#-)Ge%SOzD!&(AcpZ9MYmBN!VWn~h}+! z{v_e$s9{$<9%elbgQg+KHak2jXm02luLO6qQjWUK8RFu6B5Za@J}^k za9(H2~G@#R>*W-XF!QS8637i-t8guOt+$aMsXJerzQ=;-M{ zQ(HTFPmU5)1<=;*AZj}ZHZ|eOOD@5N^=q-9y$8uy5>MXq6xMHAf@Le)(b>|84O_S4 zy6bPmMVGHZpqRkmF6F{OsJj=jt~#E6?m4XJ>A{=d@>YZ$R*sMl$9GL*^;SAGIyGOw zG9Uhr#G;7CBM53D|4;#w#YrsLun_)e5X~JOShryfM#ct^&Q2rQlEj{S2eE$ZVkA1% zlcN>Y0c^f}3)U}Ni2P(7eTOs9o_33tB+%MTp29vvQvs}4wT#X(2dCDFV+Z@t+8IUn z;uh2bWfa^hiWwh%`D4Fm7HkTl#Cz&3w1W{O;!$kbyaBCkoyZOlEZ9{v zcg9T5XC#)w`VE_~xOtUX`95Y(nqDF2eCJf=fryu`J29$O#mReQ+Wfq?`|< zA|OD0FkcZ-my~dU^w(3<*8$D7`VFRZO`&m4-qn4;f5u=l58B3O@|cbGWo!^h4}w+d zO8^J=AI9fD|9Ra0&D#-$XH~?)Tf8_9CJoLzeNG6i#Xzw&& z?@aG$^!4|d-sZl(e%$`Gui_K`_zBjfHmq5@29|pKDpk}97EbP;L1{9A?p0B=F0W9} z)O$t{Ne3W+^tXTiH+XW_Zgh2aqQAEfr%#{3_{2E+37`ZtPo6x1?|=Vpf~*RbnXe#C znXRn8{`GI*mRoKiNDX5Bx;4zOoCD+4|7vYi1E{3yW*eQtj1NmTQg6Fh#H?!qhPT~% z8$SPqTQSD81g6h2zbB3zH$d*#@nfd(cZR$?_UK~-+9T-f>Na1C`rh}xhkyFiKbbf# zy5u4=9IjN2%@RrM`W9T+-G{*E6tJ)w8r`EBebpcl|w%3unbb70xRr@12(?rFlM3 z7LCBXKks}t$P71v#McNKxuA)8Re@2x;Yg)N)(tiIe}297>c1N4KWE$cD3L~ZK6%~K zOm?Rtx21%#=@t%(T2c9B&$jaspc zsJ@1RJXS7Fprh4BwOFAsC-|snDsqiZEla?cBQWtn+tt=ebVh*!{FM@ogM*e}7&pH4 zGQ8=ED-hShoKhNPA`XR6Dk2(U8m`Otr{OD4!k@1ooONmHi_9O5o_b-eJd-J-Qka6jkVBByV@??> z7IskDd4vX0kiag7q zM!n$kw)Vcv!zq`sctsLz%?Si~UMQr^r!1LG1nda&6=6E<%ySC4+^A7KOFPX=4~@=w zed4A@{v41R80x)q8ejI|pH?~Fc;k(D*Sp?@EnBu=^JaqWZQD%GqkxHqaGRT(5s$~s zu(5g_)g!1mi5g<=VWX&t4J`H6sb}ueOD{FOhU#gS?EJQE47P??)q^Hcn&E8fh8ezQ zeN|dF+;9W7Z{Kd>6HhBvtUxEhq|#9Op-{*S+lmMAqU)Lisb{xt-D=K%9GN+fWJWV#ifw!v25wf1d3=5p`Ykie z`}(OSI)C~tfdQ>BEbt;hQ7uH^6hWmvijnj`V7mA)y4(K}smL~z`4 z7LaUpQ7EO%$~=9l%x@J5u%dYOo(XK)unLi-<0#fOhe)e#H8L*nU}1VNL{L#cXlah; z1f%6J0czT;EcTb_EJ|@a^Jp(tZD~iUT|kr|l8&%UKCNIDr7;&nKU|DjE`Y#_vsig$ z93_I(070zKuf9;N1qP=d3}W?l`aGE&nid_XHSC(b-?Sg$+0#|bOw3@}hA<+DAWE!s z+G?g+&Y_sezzM~1;=6HlUl2ri#V9Kk0du*Dz=&;DX9}gEAWrOdP!3eEs561KZ8NZ# zhOPJs%w2+PySf0opFDt;&L|cykC6W=rYC2RExKr1&Tkuu9YZX5hk51u zL7RBDgs{VMEd?=jFo|Gl8d}TbS~cVf1;oNhV!T0!svPLDAr%t%JRPl182X3 zZ2oR+SbmVaSbW}s`J$hG)97it8E;#HhVH(WG#4mHUqzbUA>HxLwM^*6w(&V~hmD=@ zXvLbV*)VX@W;6YIReL=$j|9$&xk|m%XCl?}uj>UiQl8oSEOMDF5m*h$IKg(NXy!*I zn-Xm3s0T&ENNOC256xY&QDehMpT+c*Ypf4`-1FsLjO>qM=iA${;YK#1LYlXzPsc?~ zZ$in{&I&ey>Uk4*H{BC3Uw+X>-I>e`9D@E58z-TlWx(x%g^T&FHzcj~Khia?2Tt`# z=Tx3@5V`&;?)qFGW(I6r{oz)uyds2}qa6yWW{V&_U#hC!X=qG)K@!~ZUa3;V!NW(W zr!Imv>k-cjY)}TMZx`;|$^6dBpGj8glmq$Icis(Aep>BG3xJX5fbV~<-^BTjk1a*( zhN}4E&NTeY0{f=5d

z1Otnf=Dfi zvf|`1G+M#hYy4)7GgKpQD(nj$qq0tI)hEfzaXznifToSQte2 zD#q0n##4LxvHr4d0GUIYtlAOB!VL~mOXG+w3?tPO zLTgVGVyQZgj`gBrMHFiXyO zKaP0hA_T(%6x#BIAjdQ)Jl%Yu(S7Y`wuTyN7*5ZGoIii*A?!tKDfbn8MEh{cJF=ms zd5BuTK@12dK%-zBUL9#RQl8qq8{tqGn>KDTj&bdpwdQLznwuA6`9`BG7djw)$)`^6 zDbTHNo#|P&hNA?22!teY@?0c% z-LrSE>ET1++o_M7jGLjY{by;h#BJ6 zwU(A<)7xr3_{1A#BRx97v{&c$L~_?)-Zj!ahH=*hoiwNG6T*=LfG& z{kXtK8{uV14=DY)K_EnWrK5u6c0Op{qilp{Cj`P3Gjmv+TVsX#NrI^^Z!l6R zHA=4`>gU&6ul}n&@N+hV?U7J&Ls`96&-tML8`m35$T4_TUCHSxpJL&wB~>a+s|q6= zSwLoK2(2jGa2+{aEohT$-izCa#vCM@f`}x2h%~uKEpSkb1$d+q1ufX|0D=TSktPQg z4QrsuW((cnH9x|sD&l-L7Pk;hIt(@vEdkhe0Au++I5fziWDub!??r6`OhPH8!*`q6 z22~tZnQ7YyH-(rMjX}td!zT~mx&A$vo}we@X=7Re1X7GQWs}zsQmK$hKhot8Sh2O6 zB>Hb+d`&ez<7XNcoTdO;+T$ozXOL>CA{?wDk_aHdcp|(XB~PI^or_z-=*$SlCuZ1s z9)sVmBf>mHlwRDAV0!>jzVDB*Tq0~mFxbs?rWJt2_nictQ>2P0!I{;OL_Jh7_d*Fj z>_i>Gq=hQw6zirOgOo#p`DeV*WSGD(jCiZ$N5I-bkQuKcM7$AgVYyK5QOdPk%ODbQ z8ED$AB7!YII7;69EI-P_ulSi}jC>|~)Su(Bjh{i<9YK)bH;|+}5;WQ&AEK=e;@x4` z9TvjOW02_tOqnRZEDOmasg@bF$)YaFY15Jf1FPT`Q>c=cT6N6p6jCpabdeR%I2%tv z-`K?ZR8u`CcGUWRwlECv(Xf(w-!!z_pkkqHRsh>}&tp#iQ|<}<2mJtX5Qq{kmNytBYsK*hgz_tds;9P zjcSiW-K(OzyTc4)4-Dw*KPUO3bkmcoWIj*x^l~IHCO{!b>h&CXI-`cc^8x`{BbZ*) zMj%-Gu|YuhWdrNLobV%9)Y#nf!Q<8o79XIAF+n2^ji4`M{iI=@URz?Z{iNi9L23>E z)DrTHx49&mJ$fx39p%8)<*p8V&8N}>YK^E@asrv+Ae~wP{(2Wd)B-XTCjbcX=&*$y zCs1o)96?OvGI)-y_P*f}6iPXia|J{yMdZe72s#91X2C=m<3ndrp)-omfd$J&GsmJ_ zFQXW&qv+I;ua%Ik%n&$EU^J6KCC`>jtVm>6CU_~KLZDcw6i_L#MM)>Bp{H!Ugfu;N z8sqrR-FM@kZ~GTKc>fQ`VHMjqY)2CTVm&tvf4Ks?RK(2LK^%H^4^AH5hf+rK2+Odl zIoK6CWDPA=U4*LyfUGqES91q52!?nh&)I4QyZ1kZho5>9gCk?)CkGz^wKh4Av_{}3 z5bPiB$I;`@V(82Xl%~fG7_&-r){~l(nMZ-LDWoTH`oIz7rza8hy9jB1Ns)43e(h=j zv49`BsR`!Lv9va2!*ZVWWl)o0VOw(WP>wEFG*%_&7d^ z{*$Lr&llm;Ylwxzh&dHA+-+5;KiRVRZg@4F1=|Fu%#0#EMtvz}5im}i+T_Z3lIKbo zRy~e*Dv9*eA>Jv_aPgkSVDwPVo#smpo>BiilSHGH(*iL6{lEWrvvrQZqvk#K_V$`p zzmGruxLL5Gd3OR@T9w^+S$irYCy)!0@Le#i2z(4?Xmd;brH}ou;Qxztzj9 zv~-L{qGleXwldNp7u|m)BoHpryilbjxz-t9nKnbD{TvS*IAG*=!37r>`D!0XtuWW~ zDj&08X6aH>9s>0FLf+(mp62Ptl6u z`TR80^{QE{k)D~xx4!iSeC5lx|#1} zYCeaNL{Y7WP+|JLr_SK3w|xtr|NPf+V9yB@HUG{fpeYbU`a-A%!WbDF#}B^sJ$&^m zwx9zgHuN#vMD)p8KxeQj2rVfK$49LCqa{v~|( zdw1jHi7`|OlB%wSYAJ+xtO<#h9^Ci9llYg{bcnTj5QU11C!c%@H~-UTF_lhJR!O!EY(#@GGrwb?-eU7CqMOoajVTy@|#c24UG^8 zA0NT9PaVU*-0}_l=fC=&c=VxX2*vNO=hz{dpqgP~hbUKlp*!Hb;v%;xVuHP20+7J0Afmk-&{WqyXR7zVYSs7r%Iw}&#QZTpppX4fP^m>|o82MY<<7kDkj#|tUi?Xg-0gQ}{;EP}Uq5-g? zw)S>&Kb1;Qrvyx2g-Ln=36%Za-~AmPeDFa7(xTC*$%E{TK&<$eZVKpKb=4L4^FRM{ zTzv7x=Kd?$#z%3ev#?g7&Z;Yxq-hdP(8gnrJ%+#i+rKpcS)e@@XWEpLdR+}4=C>9O z*06lVGPB@D-yql4WTIDyVdv@JHEE8Vs$>JK%^ppieDOfD`!a#G_}uY@fek|w=KgMk z>bYQsKF3y-I7%*W`?!SAsf|Lzz>$Qg8-uqO13; zCTP~+5R6o4fX4~+vT#B+f{_>vvqJ}DdmBviS#Qu$D?OuVYwN-#J1$|%eJR{@*z5yI zJjQ6L*nu)ZM-lN5om;tpKtd~wi@aZ;Lz-cl(?BJIzSAf1=o9y0aIhDx3ximsIg8!e zgOPX^CHP8HNKcL7*@Js=$L)6znT#>s9D@E5!pw3s62c8{zYgzw?=@JvsRvfdLBY-g z;SwsrG)jRnl!I9;S>KMU-~1+AcHK5Jd^}O;rSl#nP%P15S8;aeB<}pqS1~$v65&vp zpvi?D%Aizq38;Ly{Mv1J*Sp?{wcA%>YGwj%SqmESsQ3xC>A2b#G-2n3ThZ3t0yk1d z#mOQYc9E`6BHV3Z!P+DiujRugo&2J6OGDIaaJ*gkpi;)3KSxbx22@aSXrBQrA!n?Oc$(_>LZSi$%1y#r?lPQt1d;8TyQ zR3}zKtf_|XrX=E;ijb_Kr7HqQV;x!{?k7(UAJmtF*ifibFjg!8E092;a277h+p2p# zMGca{)%-UZE&iIl`twH`Jyvg*RssL@U;niMDFQ|UO)8U*fBfTSm9na*hMhH>s}1gw^^WqSP20!ECUD0ccbI)9wVFLapf1q~6AP#-eLZWlp{NBidS?;KLz|5Y z?0)TQx0{W|=V_i^j^t&HVx1!@F=_6n1-&4B^MdzGBQ)NBVGzCWcZ25s7B!xm4L<@3 z=YqyYm~;PmyflulCd|`oNk4_f)~gC0F!V?evT==p23Fwl{MS0?l7_L>!{|e~WYOT$ z#Rw5 z67(!VwOmAqit5z;NcbJI%2=O!yZoB1xcsV1(AnI9%9uWZ=0}`PpjOEfgwzp92GG(G z!n#dcF*&aE>3Eofx;2HCn1jXLO=wM~=s>jP06}n&{O1X%%<6DDT=E(wcv`V~C3aqQ zA-3+^jIQpbMpQvMYd^u9wmHZY#t|S&rf);pSHU#X*D!x1;KRZNF}VOGZNmu$vIe*HsOx@s|8f@#d&ND2qiGjr6(yT4-nE}UQhiWQqk6!! zb&TXAVB}J!`gESaqQIcAl6;Hqx3K&^^q~(KfGL0_V5jTnX!f_>^MIr|H6&nYh>vJL z#hY%r33uOpx7o@^TLqa2v+{*Uw&& zO#G(jP+(F$fdaSE27$XqHVwdi1v;VpyRH`8@L1IeIp62PLs8RV?(T(!X>g+jy#&Z+q z{C=KZ&;9-4)Oh2?!`xbO{)+b}-V}7b@%vvh%+qU0LVK^0VxP&pZHCc4cfvnpE5)IdB0)~6ie{$`QF|+F zf0E#h04_rmR*a)O6+tr6f}YSy0>}g^g^*dXS;|^KI*CixUXBmH?KknJi?2s>q>~`U zkI-}wZjK-%*Nhs&g5+BK!EgUH{@b7b33|E~nlIT{t`9M{3+@Et%r(JZYC^Ekg1|%+ zq46lf^m(cgjX} znsP5kP)kQp9c#y`#0sJOkb*o3o3rcs_C(9SfYJQ_yQ*M;>x>*3EkD2_YKe;h8$ z)5rMyEWdI#hH{!fk#b$wz7id6o5^q7(}gmdrHHjAanQgNac$6Nk0R|)QDpch!c1c>AJvFr7QsFfh!F!3)Fq=V;?i0==6F8 zJpGPBZ@p{CyKH*?w729(Kl)L#*P|M3N>_0RZ0Wa#)XlK@EI*B&PVp#k z_R~^VX9s!~_n3UDQD*=#|8y>}Djo%-#gkTqYvXb0hXKd0z$8irf!P`S4M5F^41m1+ z^2@Pv$4>K%@@KJus<`zD$vf}76ZhVGuNlI&EZguR{zTVZcO8D`B5-74OGTosYeA@XZO-R|eG$bq1XetfMao9(?%Gqc>&f$AsB*e%dfkuPwcbeIQ>* zo|8F0bS+|(j8-bxxL;O**Xgi$^w%w_*%(GAZpL8WaYSPg8vI{nD}Dh)!?M22_hw z`4!}43Bgl551RnDQl=BC`(f21=-(Gb$Hqa}0Xl7qPDv|ai$H<7)MA2!|3AD~k!5s3M;Pv!`msdfyWq{H)DXl-TH zU2zspnNC^L0O~~o=?LmmP3RvPHmf~bI_WGU1PoOh(-oFNFb97vh>1ff1AHSpPs6G( zzl_h!i6j`SRgsTR)hr^_Facx_#;4CBv6`kSGlrzor*DC zQ`7&96DPlfuI}wvkorp?oZ|Hm%U!c#rSObNJ+0QW;K?FDIas&Xc1QRhGJ`ON-b zB-;K`nf1gB;qscwj87ZDs5*l({1rAX#;dsNi{3tv7rvtto8Lv?#qu|M>(#?Xj5FCu zrWHUc7H64L=Gu;iQMxRD4fj@E>Po;dTjyvtg3{2r5TrmJtpu45Eq5_8?%^NP`xdMMa^3cO5mhyPh^>0CifL7lQ*ZW>x z**N2$ae*(h52Si$-}&oH(6p9vQWD~t^~p!TsO`!sd|sNR^3pfO^&Q~hkrDjkC;lF5 zR z*4RMm*BfOY$ho!nRg*I9seuA>EyHJybX+uQ9xptq#lUk@ms#{v>67MbBbMFH3vn_l z_enrPqbQdb3f8e=X%AMc=*HUZJy^4JIW}xqg;ndjv1(lch59ipSr^2T%>gXEFoYEs zHDTxFaV*~vC#Z;E(HaK}R|m0jN9^3Sl^4daY>R`%n`|uG7D1uu47%6&uyhmeZB1eE z1u=B(Xu*;#Q7qpYBls+$7N?h%c%u_1J?@?+Ju zFw>2b$2eAyU+w$YvYN&xngL=n=vZxG`Q|tlUJyms&KMS46z1 zYYtZIj8aBXtlXKP3<*pZmSDw3337XpSUia(+rwD4nep(s9?5@009_kg)DlBjw1Rx{ zofSL$=(&J-xg?HNmo%a0q7+&;SOkw1mPHgxx5aV6TUTKHr70|1%k*}n(78(6_vF#O zq{_Uq?6$M)HpZ}W8}mV)7px4!iumC~sYrDCw#S>7`nTJv1^!z?V} zgT~15f`T43&#IoA_`IWrthHT^NNJh99Z3R@A~PS6kE#b$y>9|oinl=?;Q8svq^G#V zqY@+y4i4hB+it^s_uXfPk_8^s1F2y0`UI;9u4^9Z!LDyZ^fnIdgaX% zoe$mJoo2C)rU_8ICjXMNnfAi_W+cyO=dHS)`P*u}#Qe~X;o3`-$aW? zxp4{}s|hnV2rkbJs$X-0?DcH$cw{uMCd|`oO0$~x(~uPC1*NK{ky?AEiKJFr1I5m| zvDt!;Byw=IuejN0j&}$k)eZ$)Z$VxO25l@^x(G{`FGSCRC0My~IaaP&hGk0^W8uOS zt?(okE{&sSO)FNeZpM=3QG%Ebtl;mS6)|*l*U;8g!Qv$ZKpO}OR}+}6Bxu{zjdfdk z2LEbg(qXQz+15soOP&bo+7?9MB&!I-v*>Ck@MZjqH??8W#ujw0 z(}vOnRs@}`i(-f^2%(GDTUG_pEqiF`mV%+t9u!fJk(j%08v=ZG`vP=z zSXi_+$o%FIZ`X#&QYk?em6Y8t2A*0VgjKB0SbCfjnK~KikI|rgomdj9Q>Pnsy%(_E)K|>Vd29H(w2u2x^LS z0gTgM4HNjZF+IJjluPCrGq<+Fwrj=VGrVc07$|-9jw*8IgQt4OQg4pZa+!CYiyz%r zkEu4y77z83_*R;{S0=COUD5(CreCj<2lX~8j+%OR*kb3iv&pbIK`7?Vra|XbDf2x# z)MTs!S6+HOHg3KEA&0uGXPKs%OUq|9P1t5j->)z5Fb^6T5OWsKQKYt*Jhh-&X@aAn zXWA}(M$>?4upz8%x!9bsUCEP9RQV#QT=bQzc$Bsx809m(L6(({@}zRH7`2Z;)>mb` z+H_gn6q1<^+GT;P=qp>kN?b9ThPiICL`;zjd>TE`$vnNjiMp(MtsZc5S}w8Nq-$9g zpEf|(BDSJb&(i~af~}@c{Z-5TBnuV_lBi;2HXN|_47u5TCKA4uw^MWeN3xcr? zFA}Ji&kxjRURS;L)l|P-+MCL3U_GdpsN)LyjIe@tZmEti4<`6DA76ouC=*!MSs{PY zFi)>7z0iBTN|KrLj-Hd&AP|Fo8vmdjAib_wU650#x;dmXeFQXP2wMau;%3L14xTBps&}*S>61*)j&s4x3?viWNaM zn1bs#C~A=o)i_(O;7s3H96oUjW5p~hWE1Oz3@@FA-$LK$FwPt~iIKEEJ*H2kX}b># zSte3eU|iKe6w}ia$Y*8H=jH6`u<87x{$@JiAa+0bIR4jX{sn_WBZveOh$Z;GqF{cF zpAQC6vg#;gv&fXnn90cTg=m-Bi62_XXV}QB$YUYXifUmMjoL~YC5CDo6PXYWAIqb! zzlNDooS>}@)nXg@Bad#J&O3z}w}L%S?Pl3z;0ycVgjmXf7#qoy0~-&uKnS^F0lS{r zjj>FLSdb+p&6F=Ch{@&4ICXRcxq^D8fl^Hy_(*W%KOCUJ(pvp8vsFXPw~XxK+y6o+K*9C(~1-E-O4(84LfH_@q8Lv(DBnlKb9 zp$XQhQMdu6p+R#t0{z|sG%6n7EqHM-PUzE?;=|A2E19%4eZciq$RpDrpW?N`-xY#2 z9jkhm{MK3LE6hvLpF>6bu%5dF&y~-ja^QXy!(x)@COU!?U?=g-5c~jaN zj_3QuS^@DUKi>6=*W<14ybeBxb(uCu+f`MS9(4`8=JAzfT)fA3OUz$2FvEKq8=*FZ zM&OH02+x_}d%u&W{PV=l)J?u;!a3R2nIBKajk1sol*bx*GuQcSl}D9{3Zjh#Ec|l*1QqQ)68ke$jv-&}j zikt_U=YzMW^N$9Ldi=tmFYU-aHG=2)8-Kho$JRbSC{r(Wd=+7yUQ=Sp{j}t%j3Fwa zr>JTbs~g)-rT4n8b*2Go>LZ`yQ?`XdE>F-zLs?2uhggAFLF$^%!v>j1Z&`pyna|#W$@B#Eixtc*QNhcw zLs~gm#GxaH@u^SWg0Ft<>!_q@tYdUIOvUFg9yalhpFDw^wTkqvy9pQz2n1BwP3MZK zG+NPIt?|7=!EAYxFmqxu1Z#|g0Bq>g0etpT{|le|+rL9@YyvIKN!W4F4arHnbi(A5 z{EVhYktxy#?#L{flq(#Z}81;-i~y3j82E1BCH`tnGX`5^9cw) zyBA;o;=ka;-h+sysswIY-JFN7LeR~;4iEI>i(mKx4(!{5TqT2CZ4x;dim-aPN+{Kf zI5T`2&m7o=!-tRH$=#15J5w@q$f|VcRpzx=&0=~ii(`k5n$5p`th8F(r0WfbU8tq>n{TsX}(PK_MF*^wcZiMNW?m?;`!A6xIzlXFB+tGQ#P(kM?P zuUVOyXJjb(zcD-t`hU*5uTzq7H;m7c(F5v|fVS6XfBqgdo_}hr5x5x5_H?Tu3$wk4 zj*US13n+Q-5YRDr?`p(C|wD&F4Kiczk%rMv#1Yt&x9o?#bTVGwF+;vf)iKFwj-snkQh^_uw@| z{=$aEJiT#US@am8MbCDI6-*^ z^$IbLnnfeYmJ?B%dZ>z2hT z*;g`}YGzA~z?CgG%O5mDV&=P>F3okNjMk=R#G4t96Q{HVj+w6o&^YogQWlIq z!Z@cUCvnFe-$c1MMOo(Q`U+lI%2E;xrqdZ5CwRiclp4o53nY7@{WFW$$QJSiY{VhuKhL91Kn+%=q{W@7d)rEXENi#Sw4=h=Y1l zZbqQsfS3uvVjF_xBm&e)ef`L(xAMG|K%TnEatsvXCM~Vx_c1*MOKDePCVfBScdAND z`~~@}m%gL483KGS$fLi=e7I3WY6;jSzRU7-=;WMY6Vpo|!t&I*38&D;_nP_Jfj=AK zyG`c30QqrhF$9<|Ur}l3S`5er7+(kxH%|G*;mZXOq%79}Rwn*QqMQT3U%{p~})>TE#_xx%A(H_@)bb=&JZ}tLh zEQ4(;P~Xo5>ZA7RbreG9LLd-ipzd4rhis*oPYSbj=zY11Kv#<_Y06zXLk0DKnoy-r z<#iMIj6$7ydVX#r74%%t`J6zj`}{CZZ$z^GiZuKCrz9%DIU7dfD)7LgpGu`(shYaO z`G6pl?4F;k@4@k#fI=Bz=W-;QmJtAG1s$Ksx#-^q0-X|8tWO~t4IrF|W8J#7*tl&i zO1UZlR1w2ZWwCkZD)^g$@rh~l_YPzEvemeF)3pRvO_-Tri=T?#)J4!ouyS@_fJ$D* zri~kL+0M(53^(D~zWoyiVlMrqh$1vE9&sL&WxX@t&FuE$RtK-681 z!c@TQMcK2#M*9-S^q;hKG^187Gp)r)5V-d}lEI?2EeN;rE{%+nYC)K=ZM^_NTEW8ydy!0p(Y>hC07D-w?QLKD9QGeL zfS#5u7;H)anuRE{Y3UI0q4m0|A1w;AQinH;m9I#s4ZJGKT_I9z-erj zbd-u|^m3MFLE66^slv=nQ|AOm>e@4Wdc2w;Aw5Ty`%X0Uo( z`hoOd71Kk&%vpy1Ie(vNC+is5mqLBgK{!fY=?EtEey@deAJbx()VqpHX)Au6lgH@+Kc@NHLZ+vc=>5IQ<@~msQK|dx=@gCos5&yhi94KPqXboeB60l}kXcM$Om5*_IdCK%M ze@lvE0095=Nkl zQ>LFhnIO6F8uKgJi|?61@=ZA_|1*8$m(LXV?)YiRmVBS(bK;ljPaUKD4-lZYrLlB9 zm3{dDPH%>DOyXFQ)g6Yd(DMdq?oh(`3 zdO$?=!t0RWZmCm2T42b4)|;@}D;xEZd=@?t7fccLe;Sv{{4ro!`BH{!M8qumQ|x z#j$Dj8Zb41iODQ-xge&~go*{~W{EnHu3#ohJ;_&)$(4}F7m>?Wk;?>lqz>jPCX6$b z%Jg}YBaAVFXiz+A7X;ck@l2M^m%VqK+deh`k6G}5o-XhO$@Scy_+=2^42>c29|?1Y z$jy7kUU@O-?`26${tW166wSXWNpn4|RXNQb=VV0sso@>3-@wyzec|rjdrsr&z5OV; zS9lM;N(uzNjrY9wYOGz$hN+3)(`8T3h1*n~9(nry()2Uf#%B&0rBtpZ0D=c~m1#a5 z8PYr>4b@QX*pgzUB5>K=yNRuQKS9wSpuP3oa06P6T}5f6gePw$z!{&xrEhLU>jG`H z!Rluh2`2KGnJ(h=@DNV^AdR=Y`3eM9xCE3gE7cU5+7bv@5g=H{;JztTOEq+FjG#2_ z$H>`fbacf*3_~CpKz=NYZ+-hNTz2VpELj$VFOoy0?hx!mQI8f;py59BML#CT9rRo_ zgRO5*F#Qq+&z!&mPdth@?R+a*yO!X|+sAPE`?cp=1T})68fBnA+aE@N!1c_*+H z^`U>S;^_LnwKZx~-UbN_xTY0P>r8G03{Hq z_+1B@yH|HI)Sn>pr7foTUY)uj<6sOsqh)?I_fXr^XgY$(8%p)a&vyc>x0=3T*-7eq zj{00e2yyslSVuCgX6}9^K8iM zhCj0?g{0wW!-{Ea`q*#@lSg_;+6;HL7u&8`2;}J8vq`h?rOfn8aiV2MKssW26a4{; zWzF>Yu8Cjym&MW6L`=I@Q6mCouAxN_8jy@N2bcGX^vJ=Gwvp1%G1bWmvJpnRrL;pO z_-RM%Tqo)?3EpLFsSNU=LDn6n#Y zG`)00(jCvdD@P&RNPfSYgmON5;`pVw4~2F-%Qb2O_IB=7q9^B1GJ zfaay?d;+FkpQGoU%+mAYQ#n7MUP*dCN(aEA5eGY{*UW)=yn~BW>gJvjvcf zNx9Zfa!@BT+ODTAC#E@4G>F=Cg{}bgVh+2{5I|NfbhrIq20+%J?@7}+^t*WImKuip zD~O~B3X(+{lV%#~Dgp$CRf00N$`;?TIHHScC^4NsZ^K>Y!)2I!z@-u$B zlg@$_u}Bc5#THd73%eRYkk9rHl+o5qXBs8|VM|oQ$@z*8k@hh&Bv?J30t$RLHIDeA zCTJ7l5G(XlA%j@l29rhMXb{njGbk3B$3O%Xb@MYW$Dw&6KrW;OZtDm)`!PIq8u3^Q z5|K7KFU=LpAW#V-eL9L*8y$H{L$8cR!^nz5t5h>KGFq6&pGo4na*FTKkk)LOTyKxQ zI-S_qSPd~cu~>7BU^9&x^B9R*n99&$@pX5UK%D$Ets8|~jF?$gS|FreRY&%*Kyeir zS7aPMhsQbr1YdNDG?IZT$`dqnIRXrx`PP)4a zt3+_mNVMOjV`t6KriL2F(K_6WIcqJL6b<{RwQnat*3Zn%Z2U{u4m%+dy7gu%PX~ptbV~>R^eYY@*gN zukx;@vQk;8qdfBj`zj6CPe-aNO1nXFqUyC3uo1xU9FL|<$Wc|P{{oN$|FRrzdM|Om5v;2MRNz~ zl*)9ZT1q1T>Eu!}t65b1c{a=<^!Wso73#h*f|9487NubJU!k@!6P59Valnq!j||cpGjFT}e%2!y!5)O$>15^sq#`i3;f(?ykB_)m zwfI-)AKphlv4(LnEz?KTiR$+Zj;XO|(+R6!;%41YLkT5$ml>G+xme2BPm z5rhe%s);E&BO(!XYA`O>nq(|d_}xxqXVM5o!UQX01eGy95~uTIRgXVKP?bbra1oqR z0)^xttmdfs@=c@`N7grG((*F|hg(tVKFxxOp(s|F_bNf8LnmnFiB*y)2%Uw>yg$uy zvJnb*(($Abj@Ib3a`2C?gp!`dNagIMCcZMw zWi>&(+DB05FzysA&8?h?nU(N%t`0lR-+Z>-Tt*=<2}D?yvTL;pZCa6_vX1D`5>%S9 zbg(&83ABA-IsrBw0wAbmd50!Ck+XA1EGQv8St3}aN6=mAOIm(Ab>IoETbLoD%knff7cqw?1^ zt?u__eAxA!3dRR2Saqp|<(IL{H1)B_IJFpn08B>Dq{BoTIa8F1-&_+j0z^umH*`;h zqNBOTAKKN6>PqlH;25GI75H)^M`6q~J1rR@ z@+D0cN%#7&=leB;HV)(3_b-IqqB+ zL2{uC0foc@@$osgRy4g6zG?`&ADzJJEny^EXoSgEl}@lwBCm<#^cWG0?(?BM+Jxka zNp!DnMUloVVuuJa2@_>d_;>o@02W?4MFS!L>Y|wCy-*C{uuA|5Oblglb|i~ctJ@Gx z(R?wF*{M1v$4Ak%Ac-J7#nboJv1)4wPA5SZ!KWS6WM(Q*kpOC>hQT9Rml?vsZW}Ed z3T9HXRya$(ff`$=ML(W>ZWzre2aA@c%n;bg)5i%IBk0+%(D2&3y9T=)Li^4!G&xDo zZX#PGcx6H%0&t}@d5UQ^kD<9EMq3?5+3ZmkAdfaCPy2B85CJQVV#iVk?d!{^2(^%G zmx@S-ohuVyJRT#DbadS%l(Hp6T9YUhSw5DFFfHR$e-I;M!&r4mGjhDHFM!yrE&48b zzLFzT5u7jwo>MKRC z=RgHnt5sDTT}m)P1!|b542qlL8mo4{v^MzQD&thAF6p={J()0_#fZnbHW!{vOzNiG-GsFUDH33NFotIter)@IE$Yd178d0iWEB*Owg-Frn zyXIwM5*d$p<|VPCVdc?7O8*S?yo~q%)+!`c@iD%x?_vi`Ui7}=XQ?p=$9ehjZfUWB ziI2<);F{|su`Lj3dS7);Ud+l`WrC5IC@KHxlfd_G8$eTsJO3pb5_nKAHtSD=s0h?lUMnNuJc%7Uj^TkvKV}*o zivFjehTa%be6#et>xR55=QZv5#~;1ki0u5a@uWvDJic;j)S)*LNpqz=KMw$MZY};9 zkqkB~0Si{fa;{FOy6b-#3Uh;%#CFoA<&9d2SRn-G^n}DO!!p3Wwu;aQIwp|;- zx*Ke)eM=1+ulHf&yJE=2AIG9iz~=WvvHATGth}yn{RZm<=tUyz9EFj`abOVg%)gN{HxyLVDaU^%InM6 zc0(AO-Wf(}bB4}lf;>4`a+QVEZ*|bNHI0Q=X0YzNG(1Y6!2!4BqO+k0Y+!@;_@*@$fzK-Y!9Ci1!Q zZ6O@<-;4c~Z(zfXHnzSijC#*$bX=6fh3{|1k{g0p^)?5c7uK=patm8;3^7lX*N!R{ z@364)S_f-xsAK1cZS4F|1RLM)L+7?E{5>;3^Ax(T$Yb*_F#qqiu;Fb!q}ENN<$?(; zx}pSM#}HOu?_k-r1b~}MSn}pNHoV)%_$|uEX1M^Zn~GTX)*yDgFT`|!eCGh#Hq==z zNy>mOanV_{?wG+w=6}mOSa!_Aw)cdY4+k6G5(UC+h|sx4+4R<)c&Y+~Kq$%BhooCW zC=kfksfgNlQ^P)Y-=aE-^-w0%SDl`$%R3lb+wNfk^nn2l1i>QI;+F!8F#(@AP zulZ~Ox}XeGo=!Q7K#1=X$oXvDFVPukE?${{ibokOUbi)jsvdjBS7-d%+ptv4P=a$E zn(DcDq3nq6eFCtS_AwL>OpgH5Ox5tSVO5^NLyz8#1Bai6MPBOKj!4*2ypUgQ(d2V@ zO<$ri+x4)aL|~wKU-0Xi_|XNTv-JX?

gyZX(>S5)SjyizuHs7es6AwbDe>FHT@tqSStT(VfK37<;va!Sa0r9N3 z1!DND_Q2G(LCi7bt9J=Tm^VLVtl0&A@~Qng&2~ot#z|g%hJS5u#N#ZVnv$UTaFjY< z(%eePnD^%CjZM}xb!38Nn&AmSrs|IXs()4|c!cINThwDdQ)8(6c<$3N&HA9dR@3I5 zK6G*3+f%Pikgj_AdOj!(1=Se^J^%b5FxCj??V%w33xoHH_rC&RFM+hCUzjNv0wgA| zp<+VgT=x`cxXv9F7>5ar>L(5J^qP|AQ-8)JpePV&T7u_FTJVs+_@7$TURMO$&GjS= zCGXL)R-r{55fs!NLH(-mVfDsoD5n;!;@I&6_})F=z=^?U**;XovS7FSP@=)j6SenF z58zw(eG^mmS(Iq#bBs65idb|ekq=dnr_;!V(wHm{p?B&i&Ss~P!zfCz9Lf$2e`J_x z_n}b8B1=BA1Sl?@MIe&I6wk+V!#Fc?6ptPJ22M{sje=7`DM^P!{@l{n6O3o?v4@yu5tT?91@h#?=_Xj$X6kA5jvvC| zQ_o?hI?XibK7E z#NpjIK5&xYrpmk!00gKxw5AB);I%?7rklP)W%_{*Mzqk&Pya=>pk)@Fx-oqZ~iAd z@bCkCgJ6&PuI-j;OjEJwqX1@gE#DWoG>(<$+QC6>OpzIKR@&-KB%spsrq@=0+5k$; zJ!b1&y+m~ZF_ydJV&anQ*k}#e1b~#0Qe#BUmCq}9`oee=zoy2hH;{7I zP|4OV2io>*G#DlsX#joZSNDjOvnN%rr<+bDzbTTa;%c5%XuQZevUoo=M zd&;w#(<(dV%PSuP0_N$BO=@UpI+g&V^hCWpsxvHWvtrxySZczJ_C{ulgY~^`n!q~p zn*62eh|ve>jou|a4?H%)EO?}rF`_v~g}KzY_EMn{$DFuS5gTDH>GT{Ze2FkmKNloZ z`7YG zf^F#O?m{%0fcC7E$4|wQ*tTvX2G5+v9k+iA&+R|P@^)xH>#*GrWk=xW)^O%TA5NX@ z!)V_K^JX)6E6XkNX=^$GpUIA9@!;L};cK6}9Y^<_Hp7Ny#ELp*J^@E#seVX(;UVA~ z;SCyC0Zcv~n&%I8GdLV})R=r_ARbzu**v4S_`ZX8VqI~3l zf(&||^0pEvv6}7KOZ|NAC~P~*2!ec0KuGavzMKI=w}^-cS#meff% zO9GoF7$>F+;za{-e9sL1g;)j=mX+rKwa005YZqeC789>{b}Oqz#$PzjVNS2-PQDXZmLNPiaX8UOg+6_!R4-<_Ps$12(OCAd) z+A+$_&$?r=o(Tjv0d00~!!1+y7`KL?tICTEAK%fI9V$~lc~%Ih1uc0oeU;BVy}_xL zpuT9)8TCWtkPQ@sGoaWOqUiQ`8PVcP{4;@3a^yI8esEy6U^+7iZ$*2%%; z$_TSU-uSi~&>e3>m`ByU)K@HCf$n5GLh&d8m19^%uVti#wN?RjvU7)1X>-F5@6* z>T2r1wbxva>o0#3qKwlbf~l7XG)n}j6~;kuwXn4XZ@K<0Sifd9T}J>80B9qpc;WgV^hskaOB`2^dCHoj#Lsmw_Jp1$cH$cVo)2w zYVKFDhE+Z7*hl~uCJ=B4rUG=%AwTaCkmiP5jGi4wG8#imIF2A4RDj?ys$n*|#U?uY zv5|3n>VJOjAE+U8}04k`w2zdoI3l&TZ z4PxIDyRl;FO8nk`{7qbX*@dQ;iABr2QcwJ*-^_IWl#BY3O&4WI!|JITb0Y)%laPSt zEGT*%lIeXEd#YOIhq*}Lp?RV;3=EEoBlQ^n zPuR}-N*Ss%gx56ZSc_N8rtf@6a}d?Z84J>ZnVt?k*GOHFsE5Qm3J}%UP^z+SnBG5L zkvLo1y6_9{`!Fuvc`@rbL8apN^B${@z`mSmP~+z6VWrMnbSDzp{FqHFRS4EhQ7YG#g+dU~`=L?GbJIr55K@u;^^`H`&Ypl9!C z?>x;^lbkfCQKR9Ko&m8M5eW!fn#Y+p2cck$z>%_`&a1(rdj@aw0nI_R#1P{QFt0kV z=o{dy1Ns)Z7RBh#Y=Njb{}2 z&bgqx{)AzkUQ?nb{Ogb+K36$rD~68R(n4pN@UETjMP(Y-5_L?<=dC6z!>MNw^5ro+ zI*j4*vnY&auwm0Cbho!4;)K{JQwz>Zz*nu(5c{!Wc{8@G--v*=&mjZlYJutT2c3vN zRK;)n(ueSuzyHU$?#gY5CD^*>J%4_}IL2Cmps4D@wjImy@n8Ex{Mzq)42e_%!LYtg z6E^YH2~s<{+VR#KuEn)iT!OIUpkC2e0~i7Gp!&10s}t8=dlfcr+yXmD9#yB9XNR7{ zXDWRa?X4+XwsQ+w+mrCwlmYoHyH(yNz_TqZ?Ouep-1t`f(nsHi_Vz`LLzPRDzfHd` zs>Li)1b)}O`OWy1U-@NRxbp&Nad$2=MF*)Tn2trKL|_%KrFczgOHR7XAN;p|!(#lw zfBY@H^(}8jII42sGxScB6cbRdOBIV+7a|n);pm|g$Z2~MhwhAmsOqae^!{>;E7z^U z#g|@+w(fQ|sL7!}jB=&GSO@~?5dFa*nwpdN$Ok`&x8HC*V(}KHVVloG`dE(YNi38L zXld3~G+NN(fev5LGbnX>X@SIz>(}7&%Pz)(jxN}m_hXDK{|{?njU=N#imDzW;2B4l zz*SpDnc-If0Fnm)1P;yVEJ9d#Gu(nz&A(cw8Y}6y@J>%!AT5Ka- zt+=eOawKYSnntIWwn>Z62y5vp9_C9Pv%_|(d(t&8|LSS37@jLccG4rwa8Q)mOEDDE ziOak&UqoY?MN^{gDPAQpH8pN@S8>Scc@R>0kX$8q9ZHOgwt{hL6y0V$)9P(MdG(XW zQzwt%$z6{jm(B2c)yQ0=jir5zQ$y~$F5a{#tWsgC%v{%VE^UV7D8VXE%D?0xsWN}e z$hps%&eI!~q(i2rP!GH&80#9#S2kCAt@<4-}xsk}%~OYg;k_7>jQ#78*W-Aej5($^&{a+Q5UCZfdLSnk zEQb*)Mqw2@5y}#16uQw7ZpF&Bl~}rV1=?b9GkhB$peU8ItadYIWTzM;fJ{aaNhDAX zx+pTPG}9>tZ4{YU-mYOXS4X&OA$+Yd_!I4LoiL`I64C^XY3(iQ>$oR@AT6DPaILZMFrDyFfJxvW+lrp{&J{>LNJOOuDS>Ea>$2Vl{{-F z=3pEhD^?-d-3^43#)K6JRLezzR1NDzeOSD$8~@=q-iy@A0_v$5IzEJ2mFD0GCFx6!Rn2*^J1FZcJB7EaxyBmb3Or6u$G9ST4p0X#s*1Do06q z09fBDmeyImERWvv3ZlkQ_dPON>HU(98r1SSCFy_=ArI<})c%2{F!)=0$!*-Q4ku3> z!;!=LP4=oQ)Ix1&{<3OQjO>bH>31 zqU1!L+4l_YfAD_Hq^EeU-b}^qK|@n4emYb>rv*N0Wcma!`OnM08euA5HLwWfs5=4H zN4@6tDhgx@IBHMJ0`-CRf;Veyc-mG7gI!fZ>gsvs!CN#zz-hCI zL%C`mWVVoHgSTvex@Q~(Nez5G_q;bZ(gURP^u{H>7SQPPgVe*ismm0MLkeJX>| zeI@kr-rzH%7(J0iD6;_JbP7`^D>(5K0A~+WaE5%J**$|(Pfg?W?kSvnY#hV;OBgx>j2*9_|JgM8 zaS?M@qaE8YdDM@IlSR~~G#qYWm~!uD-Uj(x-`;VS#}pldQ&EgOSH>jEXJmgK zL;D!dGnDbuB|7U20jm~L#i?0TCk^@4^fi`)1g&lI?F2AMf)^@PoxoKWsEg;pp?CiL zFqdAxAhO0rfY|_%EStGhbUtu3f66963E`S6ufgyC{vRM3jpN9nV|>HU1{y&%(UdmA zFB5EONLLMlU?{{$9J4s;i6?jC$kCJN>RyCcyvclXT=M~aS~^UhQD%}MjOP2iF5hQzb@i6l1R&{v`CCJJ=3CK3zb<(YZ<5UI3JFkarEWYl!&pfs=Uf-bYZYSctJP=Q(Ww*Z}=19l3N!S!2HCPpjn$ zLP56p1loDs_6KOcz-w`A+p+^!UVb$O`-d?yJZ+wrUb3}>L;H{7$tQM^B>`lCV+;Gq z*Ug{(93FY}2?C2CL89hBs?jOdHT=#ztDDyHWTFLB^Yq3hpFPDgRYO4fBwf>7Na`=b zJU7~@s&U>{5!`wEEY1c!uQ`(HJ$ar!NJ$k0DChoe1l6s%zh5T&2oRkc`2IOiD&Q#t z(BMxbyQv`iF*h`>@hID(*62?g=IJ#hmFB+!Ns$B{t438#&m)bdpN8Hmaw;KP)2+!1 z5vVVuvl*ssF3>p2<50acEW{syU;vS(AY!dH!VwpVW(%oiA7Tk0-WDd1am_GNFd0NB z<(My{1R^xKAq$aa2ccLUiDUrb6yHzq*u-m5A3{mM;k~eiNmJ8E!~=-(xllaJxMPSU zZNyvn9OJV>G~BL@h~ps1ctXiK;!PpMQvoD+9%sD1U={JCAF(Dsnwxn|&ykNPLx}!8 zU=`pGYP*jjPbvsTm^Z!`NjR{hHN@jpq?*JN;Q-&a6MQC`LbAC9F{bCFT-3vCu?BJo zg#3smLWo5Jbn<>A5=^t*LX`Ol@|qK?GG0(_K+l?PBo3hF+cCe5N&Ek=fXDFEDI-27+}}X)Z^!KWh3)QQ<%P%aNjB+ zl%UL*FDGn~7x78i#OZ7)Po))Q{xo{&ICS2jDjcSjY!74ArXH-=ummj&qs$k}h(5gL zHm>_)pEVS|D$x zLg^EQdNLe|V#m(y*sx(81_sXH@ZtSTh0e%N;Zqhq!isZ=k)kjiy7x&~#3wr$xkiL%@d$ zbKyprE`MvcaWyvm%nP5b(joiIRz$KjS{P#?U@OlxHbir{{q}F-me1UV@o`xslRd-k z*^y!7aufLd-}^1R_x{r$UtfSW%3X$rjAz=f)}>QZ$(wpF zJz)itR;Z3izcm_F)mA>*?nlq50i~m!dx>za!oFxwy%lWbv*zfXn+j$cJG$nL3d{|r zku@8%mtZ5%AiW?kE(HUYnV#WC^<_4k`zf3769!FNF~j}B8^jf~Rp$5Xxq@UYnVCkJ zUg1+-knQCi^L%5ffUcCyd%Aw^rE@QNz%h1vNDD z94WrPoQ^q_MWDOJdttP!OQK_43LR^M2zLt@vU0|Y$OT8?24~Q@Hj4H&3~M7uZir!| zJd8-Y@)l)Cpo{rvUKvB%@(`koGoTKS)=5O$2xOIy;{U)Zb^!y856vCqjbybmE zYNLhxw5$%HYh4%} z9;pXz0m00M4I2m|2XN@nq1n644XvaW+gRqyF?H)Dg>{du9(+NoO)LLi1kMP4Qu>Q=Y~(ilRzOGI&5rSaKQzLMx%K8>8DXB zXl|zuU0q#RwQ7~QuJeNj51O?9^iTiPq+cqR&c!7j6?eI!1#3)`Jcy5m{N`z%=85E^ z;inDowmysO%nsk1s>^d78}+$?Rd|Kh=fq*id&4x6Wp7N6t4J|x z>VeieXhr;NP){;qCTR4_SC2EOcUjL0Wb?8aZWZt+|2#MS9E$&W={BwjzGfL`N?;X z&s4G+>OG6oM@BI|%vK=tSe&V&_rNqp&Wxd$qr=Ft(2H#QX6qfTt`3&9?FWgDzc5`ye!@jPTSQ?pi@pGBmX+2N*(CKNrBgf@C zKE73h~(X&+^tEiDkli!CEK-_z7H&Z*lb~Gi>8RhypVr=oy#|q zqa4d{^K_z>81oo_T}`1p87Csan?@_{d?smSt&o~%7f{gcOvsN zPxB=5dQD{`8oy~@_}hFc)zoPZ;^>YC8dZd$%YUd@_m6u_55kTK~H;ccsB5S zk1d}uS3FXx3c9EUrTHx~H~2K2qi^n9W-+V|H**w+b6}YPt6qABC)0cT`k|ka8<}qw z2sCu&4OUA?p3r3Eh1Q9sJ zb_CO-Mcn$;FXQQF_aR@Z5zJIz1sM^6(ZuK=p4k7FmFBVZhZ z&nYn<1dvRpvo(%Tpn?-e_Y+i3&`C^Fk<&@VQBa`jy?MnKK;M` z0gpWNJ@PPwx=S9KatJV8f4vAx6UsFl6DYF2WX<%NkWCOo6g$asICy~ ztdWiDPVznNk4CC#Q3Um=%mzm(jr2?&;Y2HeXvAzo;|*(g`s5uOzh8>ZRrgskwSG4I zEa_(*-+8Lin%dfyhQLMuXUUQ!1|$s+598#?lLnZ`cnUy`kB?*P)~%)|OxFbLJj3ge zq-9JX|GiQGV|wgJ>izua$9@gVmoGQHZ33~n=d%0-pr)s%v2EM7*|b@d4Livbfjsdc zRt$inO&7TGz#AQbSmb5#X7a;pTA(9GqM%;D?|kPwrUz7c7HJ4w&(1L2=bn2GiA2Ki zXaFhG6!2|O10Xi?Vi+Vf0I(t6(|O|=y(3;5_XPsg6Dcsgckf=)6RB&*kDoGSA>h1V z;X;!ikrp56euKoXNb;()EWJk1Y})fQPxEA|m zwaFv%I?ojvA2XOmInO7(qunj^#VLJ3$P8U;nvjO0)ga{2OtqnZ_0RBpl0l0-g?D7j z)G%!rKM%a>%&Y4BH47q*{r!0XkjjkbP?R|tUIih1UTau)1}&ViC=_2^Lqi0Iyd~sb z68o8bRm-7@s0&^@mWkG;v;2ylk{D=){^W z>#%I?8Z6$t2HP&a0BbgHMl9M+8ERE$3bB?5(&;pwer6x;d*Cq)jZUFPaH=o&s5C0f zYl(Ru93I014?ciT{nO2O;>jmb$QO+Mg_{z{7Yn%io_h##&k!E#c^hS42-!*isZRVMVnCI8;RK)rq$VdPF*7q`fY(dWD+Mn~Phd`9bZTa08Jn{lgXIgJmph8g6f%7udC7%K2?M!J^l%ln!NJd zfK&d7%x_-PJ+s1`@|BErKE*UnoH&6=+8E_0ok^d&r{QzG`}pIJn<4Z5{(kiI^q{4s z#q_iqSyi-+k{?+%5ND>QkYoNsA#EP*@uDDr>e<|Rnx}a(B=BZ}hd zA1lzDP%}q$_Ro7t_s`SwWAiZ8>xo_kH!l#7Ih7O{8ii?S_L>S$&|MGmp6<#-o0hs2 zf$bzbgpWzowK4Wy&Rj?6QtDo2ztr{eGZ~60fMV$ ztlM!3-u;1J#s_}+SFvKl;oa!lK`!US(I0wK_Fk7LKWYw)i3{vsAES&wRzz^Ryn zFYaf1fndgOW9!A+an)PigjClu6e~80RU6fiO=l5BDP*DMG-3Jjt+?S`?`7KED7lvD z5%q_fXy60no1mw8A)i@E$Cbsi2adokhxrUcL86EPPMo|9V=7a|bb$&Vh#;FAfzOuO zhA5vX#b&_{g|Ttl4lG~01i?@gKAy)G`C+#tu<62!@t$9NAGU4Z!RK0#^Vg8CTF4ZN zDDgNnlEKMSqjXSlEM2x3J1)Hv@zySa;Q+?dRRXpW?tS24Ja_0Y0W|ZaFB(v0+V?RK zj3d<4gzlAVv10r6l-Dodw?6*+*naUv1l_DmEVn??F{^Z~KopxcZ6h#V4L1@*$sZRg~iAnWeC z@5T>*_(KE4)GK%o8xp_ztG|jr|MNdLVC$zP4d1GF@qhpC|BXNX<3Gk-cim;=uSU<8 zzVs#R+O-QoHqr#7G(Ym_(W5wa>=?n-v!|j`$;zPZomC@{NC^V9&Wz*W&?J`OF%6$^7_&`JWuoV?~_ae zYfk5tLIb0mt1qnLbF0qzCq%OQ@)M1~Q~r0puJKscpt5HRJYcD`&RcJdwwk$+`ce?o zk)rvJbWUcKynv!s+3Q@_dB4`mC^SD(BOi=F&+v{1Bk4O$e)tFzFeACbP~<>+Xe;g4 z6N$4|L28BT*bpN#XZ}Qu;_(W=Kl^8Co}Wi^um$|E&ct~TUwu&kvM%VJ%K6m5j^ zRYVKCo~WY3@Rb047547cRFWJQ_q~vWCEnA1MOFCEcqLB`}H5 zL4*m+f;nxlP=-BYVdKi>c<+sG$BtE-5O)Je5Rla?Y*Q2{lN@=O(U)3+Sh;2c{_(H> z4j+Esdtp-pq zhw!)m@K3m8<3)&CQ37E<+JZ@}S-cus)?Ui|$C+>DF-sqnruwD{wkS6{pFq@&A><2V zLDM2EZC!+<*`zy$KrI7*hN_+RA?OQW?ecX<@XsMg4`&OoSUK1TgiYC7lu3fEt<_7` zpe@l3e>q55l2^*II_YBa)HntX9mmXI8KKE0y!~zOMArg8VsYk~<>*i*F{aho)P*HI ztFUzO3OHK5nkStRIdSHtoxW(AZX@bvS%L1^gg3&YP3X$V^& zMS#Whh7q_4EC~qdT);=?8d~k>=s*)23!1NY;e{8PUb?wJ<%NG3BW^N(L^gz;%x~|vzC;rSWUQ<3q8m?DQo&f1z|Mg$v z8{hbb0ml;)69|XHX2|-12Ocnsg_MqZLIqq;o;-~+r+ZEB;b%Vc8GPaspD?m((0M21 zrK|KCy`?%Az)L2RxbC{^3}DrewR%=BzW8D@HQhV->sD|q$3(YsxHT4YZ zx@4uY5V-B`?l$-Joau4Zyh;LP$!V^P=4qb(y_08+&I3m_GiT3c0U_(CsluwSv*A27 zp7kzz@XW&}-d>#i#o(bE54mWk1f}88ETHqLgF^EvX_PdSsDDb={Fzg8ZepmbKGSb` zk2Nx2uA6zA=0rV}x~Bh>RwIzk4Ryah$j6KsHeWe49#_FMa<5FW7|dxyxFTL~8Tha6 zpE5mxnslmX{dF2dw}48$9|J=-!Nmv`cl`xI_EHo_e0cavRScXNM(1(@s1Bx8kujCv z>*gD>wM-c^hm(kP5D+cRB2OM%0?@d6FMUCbm9qqyN%QGHE0!aeAgHulWXoj)9DS`f zh$_L;6HoVI`=&0$VrBRP777HL#UPz+s1N?}HcURg819sf;JOoNS!Tl~u+f4Kb!yu* z?)h8=Bl}ZWeqrA9e&`c$RjWorFD0OIW&;=>a#5<}(A<;b21FKSVPirP#A7Q z!8ZYaa~c84%om~Dt6Dvqhda=O@qGzJjNpHLS3WC74s;$d9S1qGHnZ)FD9>Hh{ z-3ud_BAAFJg2?dMs1rnOCX6F{Y_xaBu>6Kzth}g`YPJh~1K-5h@NR5h`xOMjF=|8` zWmYtwa`dUjQWst+0Q$Eh)u#qe(is{d)8f<}4axEvFPX{HEW=$74&c~bAzW}nE7n}Y zXF}R?!e#y<-qFvp;=AQy0hy^812|I6Nu;wm4D|J*_w*T194rrg{UvCIc^CC8q<$8S z@e66+DYb~qyye-sIBY!mT?g(&6?c9942BOxap^ldvGHxZ8PbFdw#dy2L$R)HGi+1K zwXt@!%2-%$4eo*v7^UYtYfz$!AorJz%D!_~+ri@yKoe2RqY3}`S>09=bOg~ zn%|B}t%HxMvqAZwJZfGZY3+F~hwC*Ue41ybI!;-b)w1>p=KWTD=bInEjc;A!RVm}> zwN(lmpk_NHHrDF}WZB4FyzI}Anf@K>&1(axU1{H^b~1`l=16()rv#&`o**N zEN=&LY|tLS;ssCP(6QfU!$!4G>Cw-a6~Z-g%6!t6o*o>+>Q(=ZmGF<5ziy*D+P+0A ziB)$zKADzb+9Ok@yzUX7_od<3yRl>Y89eyN$4tGc*E77=uq8U4|9#%>J^%XLqeKOr>V>I~%e0znJpms)m?ksNd2z zkr^cAnXcIlxz7%Zd%soQ-gS*Wn7NXgtZ%HXj-C#S)G;Pfib_EwO>MkyaMQVW>0|Y6 ze_0IGRbK@a#_gjX>(zjsV*|2A8~1Q)=89`7#HKVlG6lid@nJHN`io@a~e)( z0d7+ch_gcSnHoV^J()+iD~o#bB;!fL*E++H<@+-zMyFA28Djdp)|LmFrjdzG0I4ke zdB z?xqM3TMDQ*iH|gabpe5n8S={X2`;P5i!VNdco)Gy>jd0{o-d<79&3q=Nz+NykfBU` ze0SltDB9K&6q9F{`KgfKQjLZ)HH!FxGOTX$*h;xK7Z@MYi4~9wOrz*bAlNaD8u|27 z?kbCTXNBpFBh*1CZ)eB{%cY(9Z6g?MnS#^K_!1?`dWJl(Y?_9V>?)yawT+%FDI}H> zh_o;+m1A25Q`Skilxa0Vc`VMcd}yFM$q(ZzMi_sXj+5Cm(;o zZLKP$42$QK49Q?nC5>wSoRfO41kRdUTFl%=4GZ6S=bdKZ#^S|`&B7K10lU6|ezO8t zU`Al7K@H<)$jEJ0j%tmFw7;Q-dnI4KW@O9DdQZKb0hS?)I4XtSY@Uo_S6p$0XBZiu zapdad7%&$Gkft*|NIbc`Yi8%`UF0E z%Tu`b-e+iQ=(k-qqKh_d4jXYwOaIY6`m04^%QAh8($$=ChYdh2h!F@Q7$evdX`ffY zS&hG{fo*I98{;K{wgMXrE*mFBH|T*hHbnI~SuHv?;E_+Nn@VqJh+8qsm-)=DHLo9f z6+Mt5y<$p^#!?2{3yoHe2NW52>SH13N8KWz(Y{DN7KnMb0;i_$8KdCFrCKb?`ko7A<}x&(6Z3zXnZbP`NazU@h@-3|MBq;BCrG~QRY^i z0Hel24}{q214f=9fGJe4!)iTVN(~K?xhpoZeZg~usUbO)^~Lh%rbo{jTUG4DlFt$0QY{rAJ=`X4Svg;7bxH1 zn%)#2auaEs+CPon(*wBvhMllmY-9=<6!JApjt-(&7(vg%<@na$X7To4T8s8=bduT> zxgJJ^vJF*=7&@HCW8a=e&OeUJuHA%{J17qofkU+-A0R)4vp#(P{>RYO){YCWTn=A| z*Xj65B_FcB0t(|iMvkXTM8DXL`N&vf{Mnv21%grt?&2 z$AZmrwXGUXJzT@CJJYBZCb09p-B^270_7mvd#-DGLiHWPnaM03xv791zqkOYO+cuc zL*B1_vFZqF{#q@Jp`&#iJ$wvTzGId7h>9GiWMvv_hQx({3WvqK!Kg+iX>C$&GG;|wvB#F%{K7(4-kFpj~vDl-mlzuJH z60x#sZshBe)C;3B_4xZ~dLUKn^u-hbvU~2m8@K%Pzu-;RUWX5V@IyFp<`^QOD3tmYTeogTXM2a2mNxOGoYaz+88bbQ+P-R{hVOoXjh#a=Y`(skWlY1SFKV#9 zTfPunHvTM!O+_~69fF>kTg9P6N6_1U1{Ys?i2*-H4jn{iR}Y#}F?{Bx{}_c46tIOxh_idG+u} zUX&p7uiuhjt>R+$o?VQij^@@DjE_!W@xnzodh9TkEM1Nz%a$TA`@G0i=J}%D^=qLP zZ>T(~EQ3JR!q`4PzR$WY!1v}~UWm?3Oi>+1dV_g(4YO6#n_-jx(zH$Xt ztXz)ap&|2$$xT~!nolk6+5Lo($;M4v5Q%B-6m6XBhDuP~#7x(GOvf!F=yQ-h>1Y1W zps5S*3J~5;cgcV{#j*zcTuoqx_RV$6&z5uyE zM!yXHwLSywmI#%*MVt@TO$@4+OF{AkN)8MxcR2N$mRdSd*D^lYup1VQi*%vd@tmA zQU#Xajq$Rk873&p78VdIH<30?F`tstO91&cR)npn(Aa0EzlwnSG@NW4i7+b^E3r1- z95~@(-~*VgsUt_%OQ}; z6mazTNt`@$3c2*C`LaY7Bc?at=|hJwFxUq-&sGBqOW0pSOLYQXlcy*_CHX&bybn+B zdJY2vbR;$lS0Ij0o1Tb#3Dr^w{fy`KJ8#G1KYSRI0U7f@azJEJDckAcy zTaDUF0!OpFvk$s^ZMy!}!)6U&q(J^hJz~P7zo|`Fb-#wG@1L6{shB zS9>(lxoa~;J1%oYC3dFakMeF%`!BlaA32FH+;kHjd+Jf-su|&T*a08To*BSEe=mw< zf^I&it#s;Cp0ZJX8Ob8j(`Rw!!~x1uQ-mo40cKVNA6RZw>dC$_44phl(4jeDG^Q5Q zw?fECE-u{^0ZckQjc0Z}X?Qi?^sQBp2+|$!x1X}3h~W=t=$}=zrfqx1ST4L@V&1d? zvrH8G!=mIlAbF4 zm$Gg@N2IzWGGK!8(j2?r{oUWi2R`rt)63`*@N15t#j@V8VZG@Uy!F;w@%68N-CX~1 zq@m()m{8tK*^psmqlYb#02?A&grd5jVO}j<(R@PnxM`lCz>=QTis)D@hF|!FU%-by z{9$viv4zcfNB7bs04LKTvtwH5v!rzOw&s9}9(w2@v#MEh64mpk;cU$>T)ld=ne(WH zEG8aOne|pZeS#!EjwCI8XC5Paf$Dc6F;+3G)s7V-J*Qj|(6B`yN8wn= zOpKXf;?eOTeCs=3!$17f|HP@j6O5paqKtZgg&QTPDoo=Gx7~_Q{Lg>Do}*8jAyqM1 zV;nQN44yr;pH8QYwd>bmVE>uG_NV2e0JKuCUk5jtN2$s;F@;(I^%HXeL*7oE`z zDmH;3nPIpV*c#+pca{E%IB;+u#^+{HDdh+-18hA;2r~QKj);)w3YWFZEvG(bhMa5i&q3<1k%iQJxij{M&sH{Tq~rP zFCcj#5`YsR(q4@sfu3hh`Ef|#X?S?pEF{rl5i>-~cm*QGhw5&3PY?dvhdyKgomLt< zz)%|G$J0qa%4g-RZkbL!*LG1mcI?0xzW4kwcn;Ttv>`3zywN+ct;-Z9t*iP2ks! zQl*ow)%0W+s_pdK$-20j_l=ILbn$%`%EB99Ba{9uD~L={9V%HCQwxe-7Q*C=|~^v9Oh4oke#J>+?l)t7!Yq zpdCApb-IaKtV|vG40_aoAP(uK_Cp3%!`rVN60CcLB!wnrR#RwFyeCslQjRWvN1}hn ztkW^ag*jbrb(iYY7Yfl{L^6AT+B`|HtuAM01!7BcE86PAxc!bhap&!KV|-!~RZkgZ z4}qvg80aSw4k8>0A)QSijsLBV^+f<20;0FgiX>-rUCc=E^iuamNUS)o1*wqR1*vJSTd;C#WeC=Im!SAc5Z2dIGv)Hp|4{rF{4fx)-zKx^9 zBgW8InJ<-s8*au|EKDPp(E=jPqpNpHHRD-cI-OGY(t4Qwvy%Y7<}}&_HX_qo#=0m_ zA~2Y8#&qfB3_ur|!i_z(%Cay9MCXd!}PZYoyi90-~B{sNPMH{HZ(& z$O&AE2lcXJ z+S*8435f@NCs3)np`J)x^{x2S{*rnxxt=Vq3`Ailu2Xc1PLV^Z51Kouku2?PTq0&r zozp=UL}#XhN1ZF?-d#jh9X%Q$V}n;yxLj_H;AQxZHOpBWIKvg zO$SoII>DUJ3hH`_IdkV~byRrhr2bkmmePEh8pGcjO%vuRxpT-fZZ_qSEBVQT^r=Si zSm!ko!e5HVoK~Y@aD}CLm1XL(%8TpgpC(BSzhZKfeNAA_)qxt$I|<$)BN9UrqlTrK zW0Dy?5_H)O2zdMGErpr*lgN}tsE{qVb@r`Ao(o_HDTG>MPOO+C?QzkivJ29d^+R z4}s-CcR$WM_dK+b>&3YgCdcNn5NAs%M}xxvYAqN6CE6j3 zjZc_uK`y-P6123nI74(xS<>0wg?GREy}0PoO9`sA;DiQ^K-HNO=7X25us6K%I=uT` z@8Ngq#bfrUlJTaJujRQLE4sVU*w}!lwr|Ji@d@(bF#u9K_uG_TS5GH?`*(jIt5>Zd z@9HI@V>(qgsuqDW`JS6iAQ4aEnoHhjj(St2Q!le@rN`q(eM=+Sn^qExG$0hznWCE1 zTmkVa6-EKc{64lUPoOT^k6>su!H9-bSpiuTHGf1BQJ9X?W!e2}ifVFwb>#DU3?M5L zfC%I*2W4te*S63R;L)Nr(Ln!zIqpxJTfZ2U1Z)_j0FcVAPQB4|0j)yT(ShoDRIj2= zSrM6@GyY9YP2ujl?>37{6oz^*1-wKmn{o>C#Yo{T$9c=sr*~RN^O28y#0*!B7S`1K2|#Ly`BR_zlv%l*$+E#!s~|sy6rMS$Mg?@~w@AH?fAJT8f${Ni10D_7 zqc?$FdAZ<%3-G6Z`ln_wk-B&TkkO_RrIrr6y=1Z#=F=gs+wW9i^6Ji$mo_;jHwvwZb zE1^)%L-X!6eMEgO!ZP|(J+v`LJFi`e=U7K)XfqcGF2@N-kJ94_K4TmNegc4UI>`>8 zv08E!?_ok8?cP9JXl0NulOI_$^5CZJcSyQLdXs!<>Xr1J_LbE9z1I-ExVC%|dUh|Q zNGWwlM#FSx)qo9uDich!6kbui7JO#AV?_L`;0>x3pFoM3C@`ionJtqMMa07Dm3tRH z`fI<24FdxNW^ULlB)J4(3_(wQqz+qFZ^DY^PCR_i)9`CmX~m0b-ix3&h`L}H=U;Rd z))B}A++ltzzN*a5I2$M0n#V>%eG9I*_6@k=4c8$Qr62N8EfHK&(TAdbc(ku10cSWA z!{Ex*Sl6=&kzgHx5_Zoj3;o8+53xl1yhKK=~C zW*pv9SZIj+R^TJ>idufuMF<>iH^Oyp_Lh)tj*cwJG!J>TE5U`(l)@l5X#+|O1C&(m^9(;DC zrKC#6@0qb4%A+pQh|TAnkN&l**}5VSWjIQMzZyU_UP3uv!o=h(d<;*9e`Wt_1O9zh zh#)&a-s><(koqeh{{XJL_8n+$>?A<-63~|suFu2g*QVpgP%dQQwxg_&D;TqeSlODS z0?_8GPNPN@QsBgC4H|3wnxy4*>6Me|C0hb02JlG=d?qj=r(Q6hUp>+qnyHwfSCNKe zUyKB7g!A0|UO-i+sEnK##ozti-a~(BYuHHGtYx00jKuhr} zoZ1|~7bAn+o|A?8R;!o=gs-^#3e($az!%fs-qvpBVhVt%=hMi6U{R;U2*7DYv{tJd zo%JH5^vE#~6NbXiW-=zeE3do~*Ijp=@hADqo3=6%zZ%jOP>e*_2og9H0GAv{YFrA? zYMA>gU-=4#hlU&(k;IeR$3__g(W>oJbc#-qLz?fcRn8$_2swgCk1z)9x+R+{z`=KN z>L}7oewR4~X6Zd`wSHR_+Qy1HlWem{rdp;RvFjLC#H>juv)*}$VM@HZJv!*aLrkCr zHabo>%J)9L)0ChP^<9K;hc<`KAWw_-l+GMg$gA^=ww_d!4$}xHpGlQz?`tx&M5_Dx zA->g1MxCe4m38FrYls{T^@@qA&16!|Ipi2@2}M`6n5D?g3!`w|1W~f#TG6ak9aY2- zj`pIit{25r0I7vT2oiaFayg_YGf0dkkeW=QGMR%-prk2w@ncD5e;tyE9Fij$WX3W` z$Ma|jw&IMH8?iXPh~i=irF4;g7qECD#c`#JE|sx(tboKs9qbc%A`7up) z)(<;X;c2*ued;*@uS`H~vTqQLkwvjr5HzEpv&%*7-o(mRmneN)RS zG&QVcna~h+3AP!6Q2DG?#9H}Ot*tqg&({(y=kwK(<`k+2QUIj}3RPEYPS4D$X#%|3 z?Gs?^;gYyItCo^eGSyA z7gMc$fw31OXGq?;SHsKzIx2UCquy7gr3Q%QQNIOX#glqH3yjF%$&))$y%IWxAr>0fF@aS}JPEpJEu_CLRqey7sp)PQ?`0G)h3~5~TFR)JLRU6C^FJe4x|&SXQ;qF23#w*Jf9b8AV+PG5 zk-7ngcHe=p=K>@j`gI&SI*e%F2rAxLlmeYbxm#r#ifRRAf{n#}Q8c!;A=o>KIh~#C znun(tK-Sev1G<1pycKRug6)`sU5ufiVW$#-r=MXkXBmg#nDW#- zTq#9I-?{MEJ)<~sn+K;~(}1;C+NjuCSmcGR75dUS?t+=is%ZyiPAngq4Mdo1)xcsQ zgPlhXpdr?Po{nzQdrxR}5;%Fxv<(4EwX|7w_|8=cP^46L1pc>vc?y%eT{!Q}9oX=C zFAAP%g7z>D?wdq1l|tWO8ye~&CN8N+1Co}+t9j2-_FCAcElSiF7imSllV6$-O+T9V zV_M}Emh%$x)UBOduy{0xTfQ=aEE`Riy}KX17f~eEGy$p?9x8A$V)9;--4&(LYy78Z z6qf$ivKRTRH1CeqGS+0_p)#obt7le!g>77BX(L??H}l7zgFA z4vqOkW!(0)c{H??aK*d2;Ax;N-P%7+hbQRdenqOZC^p6I$Y1Gmh=E8Km`452k|d8B zPa^$xWS~-WY8xLX-%f4g^WtQ&E(vr^Psgxw;D6JmU5|WeH3N0Zg~(M?G$ajMtE^OA z>WS3%3nq`MR?vvo>)DQVYrcc0cK#vL!F-0c1X9UNGdl?cY40pdVE?`qShxO@@Oa-s zo!Z5a)SKy$HZ_;tRb2dK8iCqM%+x(SvgR0P3&St7%sh#UF1ZzVZ2Mil&?a?$qsBBt z(&!%HBz{z4n7{X1+wjky+x?o_NcfB=usxnpTz2o4X9t8fhVNGmZR*o-G>EFwgHbmFofo&09J3QXSE_w z_EOnt9&U)HrC{O7TT*E7x1#sL1k>k6RvExxJ*Invxm9#wW``f8Z~|THeJEHt*zPD1 zs#EDko($l~qXebtA~v00LD%^y1Io)DDo1{=`E0ql5}v-*ht+5K&`3TD>gl0&v#AX2 zB9%M=X8LFhC#H{M;|29d<%$IK%r{mPo2|(T)03O`Vb@a!(9%tSxVi^y3>sTs)mBF= zKl#xJp19{Q!FM~_uKomUUl!fHSE8x$0?MO@yk=SQRMAxt__5Mw%H>koG#CA+vZr^i zB~q<%_|#$|Tf-hQB$Tg==c9Lz;K(geoOVqFYc41M{shx0aNfzE1D?!pI&C|qo(IeA^hT6f0jM%C zf7HUZug@dal)~lj?0~nC`i20qO3)gyv2H`JkL)e8FSWO{ng(B4Y_&FEj-hyIP- zSg>c%+ZW^WdMuU;m@mxII2I6T2%xj45#hEl)9XV=Ta4-K!ivE*bM0N(fx*FEv~|{@ ztv!a;ff!oIf2cWxV7&+ZoBGhbio6Z3K&&N702{=>7V*loZ0I9E>qWGq4t1Robal7$ z>SJD1kSXQR*3&_L$>+*e^sMb7plgID;DJA!L(4!E9qYQ#x4s)I*Yq+CJ?LHAjn=+a z*#0VI)Wr05V-?fZ-QR(}wG4~t?j7hx?_d-N38W5D~ z$WeP~(Vdi4DaXb^-d0DW(K~K7CbcoIVTWOPc&~hS834$JBbk@0@uaj67V^FPXqdgc z^xJtSXQ?$>@RA3{BjZkRN~L7xrA>o>BxiA3+VtC zK?JE}eJ^L?lu;shR0BwSP+rB1V_0gWe#~dlYpy(>qEmE=eqQN0 z+UF-kQeskoyp=tWGY?KWY5O8|qKv$@vZ3yk@hJrn4h+IY&{b{Rg^VWyJI0oH(8g?r zu&gkHxx@*!4Kt|JRZy(P5l^z!@2wzJ$|IRuM2_Gs$3|R=8aP$Wqr@;uffBOrDu%|7 zVPs)9(&bqc+y&(PC3F1Wd_INI>0_8nPGWj-!pu3c{Nyp?C&S5q_ zfplR3z9u*F?h?64nWObw!6Ftbv$*5VoACK>{4>7#t*>KfZXRiS5gG41GB$m>(#W_H zNV+Fbj-&v;ddn7RGhIm0;$%E&Jh9_({L`mDjU5N~z>cu3t$i`G{JxY%lHjbw^p+WK z-by0r($RuNc*4MFeiZRclE9O{y>l2{IEp!bH<6r1+RD=l?^YMiu1A>wIOL@3U+u6i~3zCA?{>{d&5mGc9?Q!`CJWYB{xMiIxKfBAo(3iXcpZfFes!SW-{2kHCVmhp$K(%`@f9 z3p;0qv@1I1lKEet+?YFf;=p4#GIfCUDS?W+h`c9@g3TOaUP|`x>Nv`@>D?-@tQM>k z{jsGVsKCQATdW3{2X5#@!#q)y#qwA7%rdT7ctXs37t0{?zQX*KE7O(uThGc2t4z?Q z-kpkun^~@^HtR62CFXZYTWPpiPQCn=WuV0T&Q#_J3Hgli+tE1d3|sf=@M9Qx)^VK@ z0qTs3XMy$9Nu$0ik&g=FE728M4oh@p)>iSS_Z7Ob@s~FIIXv>YFO4eoM%BYIPuWRs zU^!KszWOvQHlobbB%(d_NT@GNyTvIz!n#UliLx(SITNNM2g=iCysSSZSDtb63rkLU zZ(8{SKe~h8l;KvFi;l7*GlYO< z)#-ir-Gh4{d;(Jo8Ai(xT-v&(Y=(2I-ZJ(a*o)76`k!#eEjM9yc8;96X`D+0Is}Ja z7xEeUd3qo2{L!6ezruho2w%(@u2M3}1g&)q^?1XZ--2KMwfEs&?|vIruWExvfphsX zY_|=qT+Zh+7#|r&Vur@6Tt&WIL33-9nLl}C_&5&i+Yf)(##tAgkAa?kSOl;Fn3mU1 z07oNABQ-HIjk~wqhp&F+YuK}U52_&zMN&@McGBxXsJRb^jtt|!|Mx$}ecOIS+(aW? ztiTs6qg2fyol4=m-~JXp^~wK>Vy=KytNTr_T`*cjM`tU}IO|Nz%_ebh*B%_+KZ3~< zQ~aJ_!Oi%!Q#TV_VLS`-as1$$x8m>q-{0f$Cm%Pf;$*QF?`P!xBJQ`3S z$KR&6UtNZ7mQKmp9U$NUK@33%flh(Iv5Ej?NRUSvXxFl`%WGufW-B9B--ZwVw-4ir ztKR^BFvjzRK{S`H#-`MT3-l1V#bmOBTTln;!(0I^IipRbheCWO0|J ziQ^vnx5=Y=0kz`Man5``^5F6t|K^z%(y{(QLxSW_!@$}$i%Ni34cpZC*G>f?*1xa; zY64g}))#fSR#=x@t{6d>(#!Hl`KZ5-2-BoNeCXa{TC{(HiO2B7cbd#DzWJ`otNfYo zG+ZzKET55$`VCzc-+84=7_TeK_>-n-0*~I84L_QuQDpf;eGGfqTfWR#uJX;OGHMshOjRCc_|nIR;qOdS}cL7w*5dtgU@ zgy4$r!V1oqjwFvSiSsW#4e$Tp+cD7BNR&}T#15mF7Wky$OQkV0aoh}X=`2cDi7}MQ zu!>T(Ho|@nEm!&Kiv z0w$Rz&9kUt{#X+C{^%hb9vVVRYb%YnfH2Jf6}(QRP&|H*ADx{YIRCsW@us)D6^*T( za2FU7jjLVIRz7~D2^JU;A~a02pw+C!Z^}5bX9zpD?3K7mjC)hBWL&G(_O$jml#|0Gijg@r11KJqlQoza!&U5brsRv{co zpmp>2;OhKa=HnYsA32vsz7Zu4zh$P{Wi9$}R=}yhRe#SmtNP`X%h#^GRgGeDmiH*} zR)9L3_8>c4#>@_2W*23=o#khHJ>omtk=WgW*_}Qt?C@jmDG#3m^E+Ia(RHUA*#j}0 z*L)3Dxz0dp7qIYT6^q+#Ebg|D+3BToWBN%8bKB)y{KkjbJvQbP*V8QPlO2fUJjfld zVs1CXFE}Vs@7s3%h+xn+tKq<(Y0pJ?lhqw8D24%{IoOgFKMu zdGew7jC;!F)rEzpZOXz;x#%4os_KlVrNvjrm1L-KQok{oD+X79?J4*-alR8J>~h76NcnGyQ6B{ z-1aKdE!ivIn1?%pnBC29=x1>sp)cb%E6A71MGY{XEa9)+0)2{3(JA^lBUiOrrY3sf zj!5<3{JVKJFF*!B(!X)0cTqhA&#%y=1V!3O7UpLc@X*8Cv8qS&5PRS%dht(x`~=?o{)*x_SBHXKKv2EKWlel$gN8*<^C8VXou*tm zM)#TW{?f|z&x*vY;oEer(GlF=zikNf|2lwta2ka=9sOB>r&>=}N1s&`%Q+^?2M_b4 zT2}pIBg)nhe>qlml}?-ZoFJPGIaPhtPnB2gb*4pN>iN}q<@}ssxly!|=6ipo3BJ4^ zsR_+{WV9edjd0_+6 z%x#oM4QaD%(64x`mUJd`J^3VGt{k)@kDraSU?GO&r0$EbTQbN5W{{^&@S=&KYF;eU zspFG0r<%c6LuyE}RI}BbR>6B``GeYMDl59DtTlJC%8I~7kQQ|npaTV17fV5S zv(3mb{WeA9Z7L(<8%5Qh<@*Se5J9;_zixh8YGBCpq~2TRn|M*Y%0f-YuTuVM^y<0d zRN6HhFNtYkQMHtY?NM3xB1>6R%4`&ug9sHGkeUJ-u04vY-rWO#3uWpqG6c%hglr-( z=@luB4$!QXbEQxET#fjjB{^w*hV)ydSE)F)h{oZQaT%r^QXG2j5dEK8L}TdGBAS;^ zKh;GvCZHE65dV&hzuE_mQuuMSe4||bmCG55aMomqD{~ghMHa=mY17-Xa9=xSw{>Ff zu6`u$TZ#C=FskuJjPGMh{viSt^|l;t!2Dw|9DS4pYJU~;hXR=26~ovQ9*jL+M%?rk zcrgA{fUSHNW_DH(O15L}fY0=V%Or8txhI&`ktj~=%JJTXNyanvXcglRyD*`ioSk0e4%DM?v=7ry0&|a8NFAw1 zPxV6hX8UmL$rR=pRwU7nnOzoUo~$rj3zG*xUe$|aVeyCu(SM-#LF#QC9!cZSF`$L%9p`MhWc|P`-oAPTgJsr7YO<34vWBzdqi5(u~4>uvT zCxGJ*sRty8#Qq=_N8QLDCrEp`g0UxQoQ?<4?A?HsP3I$$?1DQ}helU7?3o5E?)4zG z%V&COCbrwi9He}AL{XY=!@_|IAg`b?zZ8cY(k#tE--J(N7|4(T#unW35-3RMq+jk8yDxp=Xx8jn_!h_ zz-^c5r8HGm8?LHim|rrMwW=+u-7kMuE3>aHayaDw(mMR7Jp;{NhOEv+z^zde{h);m&8-Xeg*#oXV2QuB;=UXv7R4qCu<@{AsIx zxw2{a={e)mwJIa2YuQW_(NSSVZ52dk7W|Z*^cW?|^lDm4f%+ieqpH?khy=$1XdaJ` zJQ6tObM#MOW@iWxHEBiRQx*iFI$6T-qcIL0QeYsh6erVFdv5p@Xkf!jb2Eur&FL>X zy@G}$UtqY5-$y*5=r!UXz~*AyTJ2sg(D<_(b80b25~ zOg7FuQO%jue8~*+lm>_LF6J2q{kuJc{gjFJmGrV6o2rMD_5w&=x*AuFozIkol%j9dAO=6GggV5@jk`t4aXs4Iz~*ArPW*o3p8K zso29ASUE3TL8AE_mAf}X2H2*p^q{y%!|J1wjwGm|`A+klDiJEDt3(+swvbQtjM^wtoW8bUxXUpbei|6J z=KOi#N!1~nq8vRXgd1e07idVC9J`K&ZtJ{WDC#hq2Ww3ZCbQ2 z(Fa$QK&LUzG?bCcSqR7|6RcR47y0QH%6J~WSRQuJqRiB*GfC)jKsZGx?(F@m6EqfKL{}5`m$1q>;?jp~9@i zz2BWfdeV)R=f*H_5kVd0BAK~cH07h zToISPxec+NGP0(!dZ0-;5`a#XD65xCTT+R4Cd{YwF(KMyJGyV!_p(3W88?bUhyipF1~AW*A#<(&BmgIp7tXNI40C@LiP01Pcel@RUP{4vf)&g^@FcTPm0awU9N7Z!i@@${InW zm7tM8tUy5Er>siFJSx*}B*y*l5XE}B)9^PJP@=`v;sGClaz5?Ib?%r4b*)~eC1ccl zFc4s&R~~4CY9Dgb^+@Ly5o*IKJ9^%SKQnRwBzal_kcaOBPP?KRYc8O1B5>9$VwoDvlQj#@2xv5@sS2ounx+`! ziv{>R4jPm}Q?1n2Ic5bn!HlJqSptnEHYiwUEn5JRb;l?eN|NQIl5pepuOGqaZX0J^ z+k?&5YEg|ouQ1;Y2jn5g-#$lzOX3#m8rl{R6DbZq^V69cV-Y~Hj57`o`OxuxrbktV zo^?YiTrj~@CDwtPzkC3hi6}08M;}2fb5-`1?;HrI9!7@2G9{Z~Bp@DiLmq9@Xi%Ef zDB>fdC0SxhTHvOAX*Jz}KByzyo`3<@jt!?jg2}~WZhY_a`}o_&>wj@2+SZa!iB0h< zDEe1}ONFYyumq$%rU9mx8fsQrq^#8dT?UlJtay|B3yhofQ2w-N$4v3zcUl%Sf2@L= zzPt}@bYVHbQQi*CHM6fkq zfv;G?B)haZs&oK-#LBpfo94qa? z!ZF72Fo9*hgq5c?qvu>2N_AeUU=u)833^i_KJ4Ff0(H$ktlH9us<(g&ftZWHpz6*M z6u9xw%?oI7HDS#){6<-%RX3U^N8@i%;T3bh$fH!rZL?T0P%kxQ479%0=`$nST{!Sa z8o5jfTP}!U#d%WVjsmsSi&>&Fo^j*R@6Y4xtJ@IiDI!BzN4!Cl$^{CJk+L%6Cj&UJ zcMh8`p*&eWO)+uPm=>gv-N-Lguw&0LG&M3Uo7#*#wJCZkw-XcDe`3*^z=50JhsNLq z7(Ca;;5of!t0N6diW}|SXZRwJVT=w~Fa}5Dyn8l@1GySK_x;b9R7DL6a{%P7+e$e5 z^=;U289~0AjS*^K<|5NuWGaiG7|jj?W)DLuJQ-z;4CL||eD6EoLO9xnYp=P6fQ>+r z{sd42B<0tEqKt^7S%Ml2X7i3}jX-P8MF6)SBRhOJ|IK|k^Lj7Mo_rDbO9{#F@rh<7 zYBptAK#b*2)w)P!Y#Re9|1A58Pkf6%mI=ip1Far7@gM-H{41%ClWEua@QY)4e4hX= zKH|mI?^$I4bcy9hdF&<+j?y(7gRxq<4qj|OZT46{^ zdM*y~>alcd7ltxHpn4c9IJP~FJHCFL1_OB02UnqMqYp(IC&}0BB4OmM?Zs3%9Z4#F z9bRBFjgpRLoO`51=wH(j)WfOrmS_F&sxi65g_L-n4QFjiu8>@OKYO%-ZQmS1OEh>2 zK$`l@dp*GF)C z)bM}N&_9dVDj#BNDroHSzzW9E&>BGFKnSg?q6kyh-1^wpF)}sG_l@RVq>=u@dECF_ zUVP!EzsG^0A%yv?X=ObkOrT|Wza%!j}V{-!*;2b)pf9zt_>lyb%B(v~KQV?8 zLU08^Bo%nL!AF?{$qVJw<{_w`pfWy$+tFmd7T-sc_=p%FsA#6q9E(HkcSSCtT zju{J{N`P|90hL;&Xk({f*x>lwl=G9eUnJqIfiiB|t%cs*~bfQYpPrkf{ z9}ktKi;Xq);wv8U>MnZC2HF-IMQ%3E0(|bJe^-vMr{IUT6h+kIr+=z0;xxNVu*j=L zUhQI#aRzDf)zcn8HP8490YZux{nznX1FT9N8$*;;#gDLC=ejdpRc9ojN_n^nEWf-5 zWoG9s1PEMN7=e_9P&EQ?K7>FeNSP>X#j8f7(*vvBm5fX%50gLITwSL`6?IZh%q(>B z)0LSPn`zPsJ~qp%Hg4CB50Km#x5d1yEEEx>kqhv9FB^6q%HN;!Ba~-_KSihL6rG~i z0R0C5NZC2{hr9yP1b(R1tv(Tg0=5(~*_9}!H(_D!NleY{#6o-)nM4lrdA8TS2yd8!8wXJ%mqx?qBi$KK(D)e&7MjCnsPB zY$OE&*x;Q^OyZFT?!|BX-bZoQqj!_P3^MjC!IOXz#l&3GX6oAyJd98M^QUmfUEd}6 zu3)-42UnOaGFQ$FvG3ad5bk>TN7%FfDHMxZEn0!!Q%0p2XG1uTL~;QmW21QF!G~$P z(kObh(K6GcO^fXuEN>S3ho8nbzjY(_?b?N0j;%1tAyF(MYikqgJa!-0g|C16YZ#gw zLOP$|do=M zrE0Bql}Hu$7b=;{pTEWcq)6=1xhxmus>uM(ZnOD=VjiT9s-F~{?ud0*1hKU zsnx2D_RR`nHdM8)MSY+y59P;uA|_L}4AM1wSMtK@pgEYDmZH3|d@g>^GRb(fzo^19 zO>lk7Z^}Ys8Wt8`ijjF-;t%y#5e1sGtFuA8if8d#C^H@WR%ud)j`-Jk@!H&8Q+7Rm zo4;AsJT87yGI3iB-|{dJy2FPK;ilVf!tmIzk+b{|nVb2bOr0doFdd$>@2Ix=QaKhc z(naFU$W5aN4A14YP-J>b6q@*Svr%f|*L+cn{w+2#=~w6L>)U<%_Ti@6Zoy{_dJ5>>1lNLbih{^qA1)b$a2W| z(0aNx-oUVusTs^JRI&T$5gO(qyj~h18k72_2+llnt=as1Vrmlc8JaDIp);$Cj70W2 zpUV*#9wq>s#6pT-Ii+oi-L$DbRJ=BFr855Q%U{E{zyBS~OfM3o(d_!&1cA;ly%ywX zTckVg+J-NE2l4qY{WC`5VO^xJ+OUah(!kp`Y%Sc6xE0l0gy5AEH46!l&gj) z)FYFwb{vJeAT$<~{-)XEidvBapKR!Yb9g@hcGLOgEsM zb=JHhq|+QrZJlF=c?_6SPp}#V+N|G+Ukw+5O=*PL*=b~Ri}0~57K&^zvfP_EnGS`m z`j<|}`3=7%PbD@g%N2&jx0JgtS{VwvW^s64ZY&LY*z;dx6QXwCu zN|t;S2ms4iOwD0_KF+%4Hf7gk>UN&>lOT@4oj7qEpZtG+g_~~vrioXpvOUxfs&vUz z7JdS6vq;FGYCbkY*n)jZBSmi8B)Jy z^vpaQ$MU^IvZ6F0b;!zCRs947z*U#L4n4geKqxlN*8EZUeFxwV(s*g;$rS|kGox_R zkZF~v7Y!{d(AhMA6GzA4x4rOL0kcp;$F7CK5wx|pVW59K^}h$lj?NKu)uEd4U}1s4 z@Ypyu46euJS6xHDVH#(~!!S!lH^C7DpapGgs>7M*oQZSKJrmJT14<=dTRr8(-9y4Us*wll!yy5Nm(0f0C^G-VhTQ{9XfGoqq zv{Yr9U1(pi0>ANFzk;>>n+Zx6P|9nywVP?7Y$=yOIEt&TycWOzJAZ(yFTa}LkXfl! z;52NxJi(+lg3B(w8t-_=yRhZ7GvT!(B=gr5xi4Fh0gJHNJ>%f8$o%_|0!(?}7a&X9xnApJky# zT6E3(RAH(TLg&&dr`pa3Zi63O1r-1p)#c@^R;(T4ZUQjxm-~4>da?IELt3g( z>VYJVFdb8Rrnys=0G{Ug5%g;xRSFGdZR)8#A=Nv}cW#0dSGi)G_Bi!0kF+XTvh(rY z#fr3;m_HTCk(}g$B!z_?}HLGk=S5sBccqKYho-W!|&E z&=J&8kL1%S+`H{A-1OaVGw-#ihd`f&*-Oxs&t!1Z_r8a3-tcv#6WS3$;gL`B=+PV| zwOYux%?6u>h=q@pUKdh~Kg+AenYB2L4LYz9Memw#rgOACY^bPK%}&qa%b))OzJ9}( z_&&$7s3xxFVmk4Zi&;#Koxtgv*W>-~eHZ%r+Knu9c%;%0@OoHpa;#>WMJS&5uFSMk z-Y$Yfg(Z2qwBx^4obwxtj0l*jhkT4-fA$|gjoW{Cvq`s$O38qDhUI0x<}-|cWCT}V zbvdqo<27h)jFD@`tNdYFt3~y_zJ|-_DLO@`=)V+c5U6IGo7#%_XcFJc`WxQ5q`ssxU0Aq#*f&ezdOW#HLM~(a_vLv$KdS6}c9A^sU^AHCxX@ z!-{qkdLGsKMKO$O9oM!_ng8uViG+Ou)}Ti=0LYYYXgm=5MqtZ3*qht-=_M!dlhRAO<$kc~ehJ4It=9Pvn)e8j8v*WGf@g>l5pHBIIO^_OKVnx`mxHL>% za(be);@U+}US)%-T-2C!gdj5px2K+Uh%&6O@x;cM3qf9kD6(8tD{LHTZY1ATN`96L zKOVS$CqDbRuVZqOjR04GvJ9X|Ka#7ybsADSGm7D}oah{Gt$MQr&e%xPMD!AQC{9 zWHK6mrayk;V&g8K^J3?YVWj!|UBB>QTyfR)43~{1!#{Z-kAkL_OB=Qa7(dHOnT)Tl-YbeHj9ey!0|yo`d@Mnpw8d1I{Il*;*4c~~yLXMS z;nj>^eA_SKq6@B~9*meW4az|WArLkbK%bfed5TWaDSB-Xv4&Q%Js;_*kciwXqn86B zMIISCDqf!%wsax0kjBydQ`o=jICk#NVtS&0O2I>AoTm|(hC8_)L)(jZ@<-Fy{ZI~j zA97>g10jqY3}brxn=!d}1*UepaOg+l7}*xb(6$5)-8zficb&lKg9%hll;NA|$D)pE zdpw8ib~h&PC}VnC3KREMG4*5xzL`eEWPi3f73_FG6_vdl^t{mLQd*Ge&qXLt~< z6P*~nzlvdoaqQM4vO|8%KNi6ehB11-3!aH}$UYIn)DMeD?Io0mH=$v4C1&@8aeQ0S z@IJ+~WOmk}bf^ybM|{NEt(e|jz_Hs>7`~;9_+uW-J`}{*?FAh8eun8H0H)s)x0kW- zv>$`^`DmG2i6eI{;J|}v9NV8oX<{W3!)}}yy8(-H<0$3*m^pAUc0WCYqubL+=gm0! z61kw$L}=ZeVtbNaW&t$xO1}AzAt!lDqW}bta+R_gd>W2s9U)dJ6Cjxt?)+(MDu#ON zNQGhn1@+ESE;@}y&$Xep%VLAa&M=Gu?w+-^Qpw|=$E#+f#) zW_%WZ(_hu>Ia)x`l`(S}1x|H_v!*jhO=!DEw@X9O{8Pi+qQWvOKvmwP3BPDQ@y!AXU-YLf_LB6!B zR$gmmt2K;_3zzt{4gJC&P<{PxopVi|AjEDND=f*_vbB*D#?eFHWAC zcoi1oG5M&hRh%bDCD@c=HX0S3;#a!#OkOq88RBy_s9znKeUd9~lN3!CbY$hERcUcn z|JU4)C;LxHOZWc)B(c48(rBgaW){+3oH$6sGM7ZIIE{368WV}5tOr4ay=kNtlZcOJ zFt)!1L2m@}{&h19VqtXu$z=m`{yvpBJE5Q%sKvzal> z#V4>Z7stdz2Km4-OwW&FhH=a=oH)Z6ogOuQ7iKdIZvq8Z631qTFfw%@-U9s)FkE> zCNMW%#aMiZ?-D4`&1NPsHa&z{rgMC8g7Hidh*g*-ALjf|qEd<@QA}VmIgWT{hCGZ? zCX+~x_^?2ECJTI?o<*{fLUulfiS!A?N2P zs81WkvWy#W|GoF&t~>8UV^ag_>l;xdz>!=9wi+862}0e-W^&lGcQ<-^dvMj2SE098 z(-~ycG_cBedDZe7t4u?a0}k$3KzhcD?lobw4$^}bf*4L6uqAn$QF6w0=eBKl^pVHV zxuOHXa0p(n7eVG(S62^OTU!i(O~m7PdixFpgJE2B(M9O!XlFQzS&Gz#Hu=`PM;Gt4 zz0;9hi^#@Z7(63}x?aYp5rVRMLLHv9m#nUCmWOh&Xtv7H4hG^-NAiG)-%x5*ks~AxrK_v&b(mBLV5}~vSZO~P1Lt3gh(snX8x3lnlGxI z5^RFSBJ;!JY|-QPAfGEhTlE+@(lTT+X+)y+h(tohzx?gmy$8uu8t0ySE&_hPDZ>sT z)>V9vA8PyDyo>2iz#pz+U_%U6fV$Fv7Y%Hi+%jpZk@L*Cb4cMidG)g;0S0lSw3(7^ zu4JB93%B034?CX9F`rhk?8#WGn}cKwuX@FKEAYk;ly)Z!)pNa(tohqY@bzB&!aLVv za8;vuWBdtJF@6CyJ=1iHVxfY+`@0{Zm_Lho)TqGePvJZ93T%O(!yLcKXVNgHd>Fvz zloNqT+ckqo-2^`VYiIF$f(Mg#EPK2To%~boY0p>N9z|#896tELttQP*x@vj;-0O03LVxC3qvd{|@B8P5wZt5q zk@?9#rT4k+xqr|1?3MgUITl&3y!iXSdw{y9pY^qwXgcl`D5M^Wb2jk z-!u$eYz*_aZOx*oWfwm3(M$MSx=s7l@{bK~?06)2*VFtfotFWI)s`!k*5LiG3_q4 z)C(mKN;GV<+u1@X7141z)jyHDK!#Ojfgu1=Z)bkdgYSIpAsVg?=vi0Kh8A0pEHr6% z86Hm(`H>19{TDwCM*y9dkK?p!+Tjint!IKLvL&oVC#6go_kVp1m%YE9hBrX)#)7NW z23iG5U}|M89DL#ghK~*5+-uK7v{CKPB6MO+DVu@MM`K_1;D$dN!=>+7kM_-42Th|y zMd@XWsGLn=3BQGSX=c_ZJwai-yXN!gLIG-SYt2+M03t1>H0( zITR^Rtuse3Ye4yrzBYoGryrNSS4Q4OhK0LGqo!#9Y`d9lTuy9bA#X{ce`^F48s}_* z?=(zVDd5Q66>Q&@LpC*w3*X$0fy-RTtC7oh>3M?fWWsEva_EOa3|<;T!{#Eq850M*7#iP!vtPfG6-2|T+MkcDIm%wcuF1tI?0VuJlzlf7C>_B-&qw&4 zfU$HvuQsL#NbmZrjc7QAHCK;d@VrhG7`|F*I)mKIPh;B18UM);$Y}idituc5Dz8IJ z;rvucN{9;4@UD9TC@C?OYZ)pgMf*S=`C$NOzM&C=m$Px~QEOWB6od3HkCcN6s)BFa z@O6CdbDzVnef(GPws*Xf;Z(41&tB6TwrRs=Boi6z-o2at%h-C>8D^t#v+tMb(PV=~ za}KrinB`Sl>l9{7xZ`VM7~AQ``EP2&#@F+eU%iqtjQmz&w~A(XSI0{J-%tK6ZohpS ze)so(2UlKomFX4TzjqJoO%UtXtzn~K!o(j6N3n6!>G1odteKob9+sEjs$io;Q&6 zL|aQM4jnj%RC9~2t%Zu(nd50014N=e(v$%WA5ZNBZu{a0 zfoTQTey9uWTbM@_myBU0&wBxR4{LWtIcK9laDMBpx0~;;xax8=5w!2v{**ZkVcptQ zOkW1uw{J&cG387(32V5U->O$jy+$VE8G%4?$%Xh4i|IdsSZn1!`96^90e5=9#G8^! z#>KGV{bL{hCO-eUBz5=esZU!Sxr%qwW23Z4E-a(Ecd6W|@u+&PCr-Y(+{gLs2HgDJ zx8s`EuQFjP8Y2m7f$>n*22kXw&zyZAQ;Cn!b_^I_W;YO{%VnFG7p{~k22H`q3x2D8Af<_op=LvDcx(oPgMZ0n{3aVbef(PBR6s@m zP(5l(`BO8^45!whQGVLIuUJWzqsMX98HaG+eIH?bYCvismZ-*E?W!Q2`|O!_&rmHj z&!y)+U;5TOcJ7~%2(Kr-KRXVm2mjyG3q5}+WcGn%-p|g&&_D2()G=2hUtGsx&b(3? z6FbtO>JcPA8dXrpnr-`7Y`kw&X>!H71`lJxB48Oc|>YpQ$I*(&F1T-WRDSpT88_UNXl}yp->)fe-?I_N+!g@5hO4S(Yyv}Tq10728zh?S&@yu za%2(Zh9q1eW}451>5O{tSeZQ@Apod@<2;1OUD1X$59W#~q@u7V_6+t{`qcAHl!{ znk)Lo`G)Me5+G&E#D z{G*RPYW#@@o#m~(*s)^=GMS9&d6Zv~nVRr(P7Zh!oLVwJGPZIoex}69=++7`Y5BcK zz3u9)k@>0tD}8T3CP|>d*@j9xItXlxn=P?b0?O&rDsbG0OL;jeQsPe$N%}R=9ZK5OxKt1oB){D z$~)dVGO5Mw_^Ii&n*Un#4sc|C$SouF8Vc^$?wz4t1OHJrAA1SbY1gW(v)V1j45Mo< zw=?YgED~=^@$==XLn`Ah zM$1z0vm;X()jOy;SL)U+Xu(GbsdNTqE!-dg^GjiCj)SKTk=E5{srw~({3*<(??5L1 z5UN=M!BQ6A{QjMI^s(Kr%V8Qm0;IAqa1J;pk&S*!G>fF}ZINzFCHM)B|6d zXf4ZDe9?oECnoW&Pv43Y`)3d;Ho}){MzkD)mGZ+b`EhjT0*-7S!^Frq+zA?z3=M@9 zg_ZUrPzu34Tf~mL4&ZbD^jX|<`=h92g0Kov)R$J02R}l&I(W&;^xinCvk`<+t?-s2 zEHEyF$zNcR;Uo!M4_EO0Pkk4zR2c)2J_JjRs4SGAo^)+y++w#QH(SN=ePgK1uwCTx zz+MOus}X1~+6d-a@WB0#z9FbBT=8qJx@Z=OC=?bE3#Q6#y z1d~A&7CrD3WAGM(@aMb;sN*xqIOiz8k{2FV1fEh4d?g<|ITs>qos|+<1g&PQYCRiK zcN6h&v)SNTn@!IhiQ_Au`zk*9SAUD|-*g*hMicNX62vSvP@e6mFx=wt5WMLS5D%j0 zI*ggZ@33CpOPu@`wwB&Pu($@LY%{b?UzH%fnCs(j%dCb~MJ%h;#DcH$lpRtf5D0RH z5MCM8zB^g#{sZWhg)I;$eN(244P>Dlh(}Bv(izs`TtKR$v(tc+(@#GgqobqPwQH9F zkBLOW^n3}d2|P74G@w*w*;)c!L@_7pq{!!yvShnG!-ko*V0sZ!Pon@@M@I)PyZlo0 z_xEG}{{3cuLjlHkJZ`|7K+~2jTgk=j*Uj%eY^-Q6Q5gUic@jH{U%&JD zf&pPQB_{wU@TK$@1vZz!;G5p`CVc$kA2%TS=+UF*Tggwn%+1Z=w9`&QQ*)#7E56mk z{bHo=3uYCMBXeV*$cDAlf>EB-w(Pxq1%h|(+=<1-MH9bz z9=)db*Ja-Qyp#43P%o${yZkdXpvnfki;ZD33~NfTo-QK+L8nn6a)#}f=hc$&BVaUO zLJJ;gOLWzCR@#rWEF-C43Dh+A%gp~Wy;Q6>j8dxNncgsYT+V~S7ty$DsM*Bz3_pfU z0Q}~p&Z%9O5%XBP8CY^mt2#{t7EBMi0gt@udj)Uq$s>V-rQRq#tI6hM9LxEv-TyQk z<97tM#LF^gp7Hj%ZaKZs^Os4cAz&IL!Us;n;Q2}USBq>ZFAWOS{gPX{cgmI%rfKAu z&y=R6wAVm1{lGM4mPieNW${Zd7~Mb;h%_)zzxBODbut`Lt$foNps45KN4=W*M)MYF zBZ(E%Xn8fxglp3JLgdK7aX+4(N$qQZ%9Rooe-T<~><(Aq^(g^PVXUyGsr%VOK&TTg z>Z0wa67=L#5sXbdjnv{%4DTDq&c}{mVKT{jO23+{E9JpVP)}yAl*j(Vhj81rJF$D; zPPn|Rz%8u0ekv4MU@DxM>=d3la2Iy&egY*=2A)8ghCzxbZ&rx+57r~r7Gzv<|sZ$ZFVpo{oygm&Nq_Ebe{aZj6o{fwz?g(w&9B z5=O>i;U$P39Xp1*?%sxb_im$cCn)t1T>4#zMZ)ke6@aS0fMjwOKfL4nIC$VGxG1Yq zhya{?xX4qrNS;b1?45lQqm##({tSXF;7!B=6<3DxNnkQQg$M3?0!N01Q6`ws9(qAP zfkGjL#LO&4nU<%X-h;;;--lE&fnp_xd@jMXYl|4lgoac-Nuxu@pq-W6!7`P!j#*S# zDx;JyWmFfbXQTv*S@j;V63N)R11RUpn3NW7DQh=KW)jJ!XJZGMO~b!jX{qMpWye zT$r83#KeRFGwRh7JcoL|Um^)SN>K_R9Xfc}#J^_E8q*v1_~VZo@Fw2ZuU~HfqvBK# zq|S&hvCJ+I*o_hJs!ECskd*@F?^+L{oZ0xBq+Y;mCSw4h(&f>yn0!`dSkYJv*IjoV zF1X+V96NRlhYugdp+koZpjOXkV`C#SX_hVWAP^_O`eLN?`PCavz9c)PC6~!!e0%~4 zm0jvF#V@`k-)pbE)&S*$2M?NFUx8=U8|}#{V5|HSNe%`;|5u}v#;jHs1O!y?l)trJ zA{tWToU&Ro&dX~LORsq*s$rU?=9JMD22kqG0F7s2b3lmvC_bmYo9}D13}oo9wtz!m zSGJ`_0-=VecWMorXVcO%&8O5nI4$O2deq;gupKVt#D`P1Mf&O)c`Wg^lupOLLq;F) z-Sb}c{$;r5fBGEf1nxL;c+weQ_FTtT&+@}d&6#JfjB4P~=_OP{;2F7zBrC(7$TaX& zBAhzzu(n**dZ7Gto(a^`teNk1Z$Q4hnew;<_?9&yoP}NLv{(X)CS3~inLN^yleF}_ zw&2FeONMJa)tFu)6O{C-v%v3Fxo6Sx^gHB~o9D#;0`%-Jf0m?lG4sr1RQ2R%G(^M} z85MDr3Ry!~0xVU{O)7cebFIa(-M@h1_#2SJy+{^sMIw>Jik6k=Z(7Ch^0awnb3#p) zfGO)PnT@c0jUKdj)x%roM&4WDw{c{vi>PQTp5P*SHaB78=8Z^XCXvbyA?aE`#+yee z7B};adN$YLO>esdTQAy-YPg6TflW#CB{i{D3wGRdSbN?IeE4I(g13L*&4~57VK-z@ z3?)zwFpj_?($)mh?s3%h1%VKOo}2HZNeCJh2mll1Ssa{t9A}+#E*ctRaQTbKd(w!P z=23D}brFP?LmAZdcriIUiUXs&P$=_xcp5o|Uk)11^0YiZxKW*o+`}k9Ma^JsV=)~=qkN*>kK?jmE?I_M)4!b-+B`}4G zJ%O^FVHwG?3=jabqG?lgpTI?}TE4V0|1zi+pu&G{#e22%%EJ?Aksh$TE;GD*#~pXz zkN^0O@sI!bkGS{Vd(Cj|t+(Ea+i$-ex7~Id?z-zP1KiXDru&<2y2%XP3dsEM=38*j zJ@=R}?z`_kbFU%S-~R32HhybEs+B^?0H>3^ls|@Kt_0RT@rh61_kQp9@Xc?2)AT?J zz}|fG&3NE}2QWN5j3=Lb(!_E1-FM^8JAY(&SNxy+2OoS8_wuT6mEKtbW2Ig3E1V-oj^Jxw z`x-v*fe+yC|Nie$EV04!90T-xB%qgL<42hw&?&I}na_L%zwf1d&EGcz+de*Cz}lc%0~%7h~zt?v~74PU##4E_IC=z(+$<<;z&>Of1810?uX zV1mvGS3uDrXOTti8ShW_9LX`1n(-G;ODnXUXQJA*mRg0ckrRO(Ck_YvI8Nzx0JGCG zYn<*)SEUobDgTBi0U@S?cFrLa!m{gfC#qdvfR=feY)(4;ru!4>n8wBieB;I&Pd<~I zpPj?&uDJ#)2UnS%_2qQqH*Q2jQzQQPPyS@-$xoJ~YYey}A0{`nLfp`@9zT)kW#AJf zNL0}~UQJ#SQ!o>1URfHAtCbNa=OokGJ>_j0Gb~4zR_6;yszZa}GmsYsU`}Xet2{%D zqgGB>o&;tESaoHeNZRjR=T!5QkL+ZrM zmY%i?&~brhZ5_Zn-+2`_pSB*=fD68`hrme%fo)KR-?wTl-u0nh!bKNehC)8T${9s2 zPq0%AqUsI6<7-9V+D+(RwT=Ntsqh0Zd(U}v%E}7!u5UHnx(x`0o3NOpkaOUNgBBf(@iUgZh3`Hx%cp~Uudpa(>`VCmO~qze#>TDbL~~+we?Ljb<2oU|;~NSFgrq=7sK8ty*PcP$I#A$wOn8 z2^h6v+YJ5bH}g!L4<@_(-tu~WQibqE4X`@f1n2`-# zjrb%ux-Wk5OXeGW>j-JdExk8x`SX|QOn%YnYBuMWl8{`U5j*ddCg*{A`%Z#N3fgR~ zq#r0c!<1ynhXE^(w@=cB6Ccc32^1K)xN7g=VXqFCW; z!Rafv;@mT?K&%p_e=nj%9|DO6_{dkIs{o`)?x8`0*jLm)?RUkae3uo}^%AMZNr z{rJQmeHy=b{reD_jF3<9??t4*e92e{EqV}2gy5Q?+~O_-lJrB_SOkW?L=x_~B*NKQ zbTn$%{V)pdhmlPDPechbh+7qY27q-PqCoMoj%M@slT)0JveNgf(l{<3k_%AkI4T90Qm-+S}+l&`AK*(%NL6 zWilzFye_`@Vw```g+}pdUY_RUwY9YwfYaFQ_`UktYw-KO|N8`+YmH(wy>eO|Oj*2` z`VlD}4b5s>o)3QTgIK?DgX!@T=)3aDE6Ky9X8xsyoHb8V0IRL71Z-v30}yp?zWiN% z_0`6&dQ;Wgcm12+jQ{l)e~xS4@Ol%r%*Tt7Rw_F49cA>LDFv5YehGf-w|)!Pz5a~` zKnf79Uc1Je^3+F{%jL{)xj^+jUxumXuU7x6ccfIVs@;gIO&uW#tI%(3pUG>^J3$PgBl9O(z-7o!?J~WQMPu@GO)-xr!sS#rw-$*>h z@e|E2|Hwx_%3r|y-v53+)1D8`mn!F5x1M1dQdeDl6+sH0DlK#$_`v(jH^1^LA2mR( z=A6ViP8>?f+v-(kX%6T+Ayka&C!ZNBVa07?rIut zR~WSAHg_68)MUB~25X;J4Le58VAPdA#^PayAFM8%FESJY`SEWFeZRz8RF z@v~5=I|5(ByxBsw^m_wL(`j2^Chw-C% z_=7$)bg_5_9Ys)~qF3Hk5{;PKNqIH3qv!JD*l$>K_NI_`3Tnf*$E*%A<`LLR^ zq>0gdV8VKNn6o=i9Ju{aW+A6p4C= z%yvF>W&XA_FS$rXHeba}UmC{5p3slo#-~K3>5)P#Xb(mY4jpyo9jbS6YGNF*x)wCl zN3e6plLl0+Ub7DV0LyV%d+AX*8}Ta9Y((lxCGIW}@J(9y&gYIIJsH5|?`=Wfd0JFg zpnobt%ExTBD{IXZNJWP~p&{%)cmQW@J(~@bMHEXcTa53}k;7OyFo-UKO`VNh zb`sBjWv91F#PFWGjgRI_zTubp(6X_DqD|gpB$!wFTt-vXMZlK~Q7KokZ~uNwOpamm z#!Xn5pJko|&29sS4(`Xgb!!NsyNm(R!XNF`={2WKQK_4Zml2|o`#IXi$JruBhT2$M z@}x2=IHHVqE>WH5jf%Ay0!T{++_bJGTMtmd;vdK2@xsNw)x`zAkG&KL+cz zhLJCP0k_@u9=z_V9wwa%(5-ayWhu?5sTcVR)kUO}Fx&WKG9N%Ozsb=XR+{gbry5Za z7_#FGgW#mpKsLy!>Z9RXVbGq?zt_FT*~Vx8Z}T^8g;wd3837LQY=b;jycj;Q$h!Cm z>aq{o5J#VGO*oG;Eb)uaL+v-FbfO? zh7Czn&fUoyBioY?dAsc1pd#nS{L_Et_47P`=6{EtxpxA5{&$M+IX;(upJao-m$USe zsk{KUw~G1MM)VE*8OzI?DZ@3ClggIzh>|q&Q=X~Zs1|70ndL@4T+>Fr)oL5xSIkyS zgKIvIojd;zf0x+M3$md{ed?ZLy%(5lWx8gtdtW^^ZTK73*|##UdzhEhgB3OkH9DpZ zz)k4NK|xxjQ$yTpWbl7`k`LPXRC_+&MbP~aZoNgjRd|rh<`CBQGb}5Nj{1;#)h;5( zO#j0_ycM7O49j);V|@S0Dd_zuzVOxmj_co|Eu>f`Sw1y=Mr5#&8fwljI#aM-kbeBz zpE8x1n5r_Dd0+OF5Qw_azqT9ePdg1;Hm$?DGd36_wD!z(=-D!0hOm12y0KyFbp&U> zfz=z{&CD#o*YbVTH$Q>yRmaiV@4>1q-RM8P7rkfnpnFRfdN!`a$}N59C2;h&hS1hk zkCkV%V(|2StlGMT_p7jK{YI?WG=N|O^E#S`9V(-5Q#ZN?d$Drs8nmtLMdyYU^xKDE ztCwN*@cY&1IinW?TQ{M7Z4>&p_F-`ADm3>-VF#*cXlX?MXV*u;U>StOu zqHl8#^8O-Ltm($O^HyWvtahx~I)H(*2eIn3HRxL1f^gIePeT@M-Cp$b+rHCQWA*8$ zVPNxWtUY}*)6{@qdj!p0U06dotvmA!tfbt!HuX^s{pefYkCv8ZgzBT@c>sfFZosNd zz1Tz^`cCV?s?&SWw{Z;`I)V1?I;>{AtIl4JuCtWJmE>m-ErZRlf?i~)%vSWblDB@W zC%>!DUrD+4pkr+hn)^C{x&+z=V_0kAS%s2z z46zkGjHv%AtZ4rmY&`dB46N>fzpjj~bsnrgvkPm%M@sp$FJylAR`OSYa3c42nQ`=H> z{Ma$Gctu01>J@W(zTBp#Ps6#|N=6GiM9*4@{VGU3mg;d7cpM*_FyK)`)rwR6Y4}z{ zxf=GJo}M;yF}3JNN~{*YTEp7UQN1Cx71bqWC%-qX`{%ZM`P>nMlWtu-G{~BZsV$5& zJg#0=g{wKF>Xp2*y-*%{*UOP&XSDeoE8y^sqr> zsc6c8hV%biy@&b&1?ICDx9v)lcX!^?GU)|XN#i<}m261=HL*5n_9SK!Wc2bC#e z3t|H;s@1|9Cw|I@&&*1F!8`g@51@-O(NVkVO!E4iMs!gfEOyBF(aAeL`cWW$Pk=?2 zImLYR@R6-kaMaS5{ZSmIWIFwdwR@fLrBfMHY-~3E3VD?`%D9p?2Q8Rha)zxD3d5Hv zW9p@5+$`HVN$1r#g(<+RqU``jmLcg{X4K2o|1Zz?ey6*&9R$K}pBTAUfB&QQsZGVkLn}eFgq*7QkqPN?;X&A-dLSc)NZ8U+X@^R@mrV z?Ivg;2#Yl%JKey>y<--Dq7=hfqfu&E0LN?@gi-nMW~}Lv*kajr|cs2fV1(=TQz- z5nJU!-P%Tk`XUH*N8xSqpuWEz(Y{8MS(p~x3AmybBHfLsV_dN&Ub|b-K+qLxVR~Y~ z0xe*m!-s}}Hu`Bs-O6Uv54NCjpb1%T7Tz}7gxTERfTq<=Xy|J|>zYQy`dGkXS(L*G z1Q>4<<s2gZBaYR=6&Hk2lV+E1^82M^I^V(+P>Ik^%SGB>@6o9YEk2c2L zLf%?dJJ0KTTF^YuVf^~pFp5&P&1=cSKm+B_VR((LsfV}OjY2q!bYKyFh7~0b^{d(u zZSRCXLNFc;n?*$F@F>Idp=DJQRt)x`wXGBFU9D*AsY7dPGr=bnaqB@;Bacy+KZUN9 zE6~$>K3W?uVO#{leLh$XW%wwoI_8Cu)tV+Wu8E>yO$@$H7F+E_$ztQuM(HF~GdV-c zTD#AXiu&_Ce>qh9ekq=xA^kf5Mbfj{A`k&DE!+@z)4V(Z78yS&2(9`RPx?tbFsro%WVM3X zkkUaub*!RzR(M2_j`4X3B!Bwm$l=2#et}nQDP*?!S&Cnz;d+5+0cb6JF>?@&(tc%B z6PduH0I?PhY2l0-y_#<+5-<`E$}0_Z3rH(&Ewph={m(zudZWz6fWc?dtw&xoz^c^2 zRSwe@`%%ubOl#t_h+xaPYUd2?M&KAg1NP{Y_wIm)K!TrCJjfL&Rh?4~Kk{W~ltSCV zDHH+7s_lV~;4z*ou*^jW9t0c-DhMDeT3lg{PNXr?dF0yTPhdom&>2uy=Cg9Z@M_WN zs$o#G6;F+p(pSr07wuXmw}>o(k2gra9zJK?t5TPhN=ySmo}5k}F@=f%wrT*L^IIL$ z9?J)h>MOybcd6Ps08OzhU2FHX-_P?Wt|W95G~?9N4Ani=73l*tHr;LyL665Q7?blX zIX7h|r>O<F2vjf%Z)TXGXfgGFM_*=TFPZvCLY$ zidUyBYp9tJoILr-p30h^>0$%uRX71ri}usVP(6+mkM`YGzAHao4msB5wLs$AO2S>8 zXFgZqjZ(PoEQOb*({Ax`x;dt@gb-Sz|Q-|a)J^*uC1zlK!m zNu)~OfE~Vv^^XR_mB7K{58)rb`3Kl`-~UCjID@1wjhVt8q(fsEozLUDKl~AXbo-rV z6JuwBw8ymO5{p?BX0?rv#U~Yv9vQ;)=r~G+vNH zFKWA!yhigR9)`*mL!K=mww}~_4QW9ETc+AJ$HUSX^iZ*|fEKAhS-j!pvoc#UfoPFM zQWb&95~-!o;iRZJg9 z;IXIg$B&-80WEDU2owidk-UaS5A!Ok`ATdpxBeIE>k@X?Qc)PQ*Pj*7(B&p*{b zqw>&!~-fRIpfdK+V0Tk&~ z)$>wLW!PtcfZJ0~qseFT%luZXnxCj?7gQnUsv~qY7uW#%l6-iLf!FY(hMWZu^`VA8 zH9ykJxTW3P1h9loM!#w##3H~j=L{=|C2nZ2^n+zXWs4Efco#}xctbj2hoC1%Kthm0 zRm*y#(G>dQCuY_4@*oU|WWC^XuaOB;QOHmR8ah=B{GLe1fI2NUrPHENi-1K=ayhxL zB%OLLYpz0>R?NMwa?%3=b^;i>C)hCey0W3Z588UKdb3&fXclS5)JT%9Bk)$flNaee-k4xagG>2R@X!Vm?3%LiDjXX@ zmau|YTxu|=r&;>3wpdXOj+a7A_G^Sp+L$S1sZ`FPl1;MWtLK3kZ}y-Qbn{XXur;a5 zy1oS@f?w z9Z^=`kUPTqOvQmb3tkDy!~(`oj1r`&y+CDBNzvE=bs;}u9bp_kdI-P!JHL;A{?~sY z$gC2y1)#~q6>kpLTzv&rZtTYKL!%hmKaP>%5u_3XzXD?{(EeBkp>{7aa}|sn+-E?V zh8&7)0c27+B+Jtnn;OPl_uPl?-m(q1e(zTN_V4``KJmAo#?(*>xnvskfd&NF+$_xH zaM#VZ;ESLCSL}G|A*2@P8J>na2nr}jHy$f?wDYoFN1kEW{L@Hob zoW~w|3jgP?{}P}7_TQp!O$*-f&bJ`az?K_Bu-O{a8NpNI2k>`)`PcZ!FaHw0{hhBM zwQvZj;)953L3W@OJ*&2|(nYa2pJYXLl)oAFNb*WPOVq5Ul}asNEN5BBsj4bDlr@Y) z*?ZJl<9libR??+HuL}2EGOzUClAl*Z3io-!{uxjWzzFy`y$yN>WOG?;-@e22XlZ_- zz@dziz>>DR(Uv*d#>PC8_F6_ib_jbZzL!Gk;r#Zuzioz(wUSzmF!kme74SSnAgT9CqxNM~14r8k2|EgaJs)@zNd_Wqm@WXRaMk;26eIrx zY-{1x!Vri){q)le&@(-h{ChQ|ymQu7=Rmf1~S7yk78nPukleY;3{0XLGk${npL?zy+r&bG-s7rNhq5)2F>Um?RtOX3y0hP~oYSa)!EnQ6- zmYhgnhs-WH36%0vZ!m3iRofz&o-$qY{4J-m%(dlKmVPv^ljw_1M@MQeU(KsF&Q?QK zP8~*a)C(`i5j<-Cb&z)2?U{kke}rKkV%RJnt`qQ3b{>`!Pj!^&LBE-=IBb4=T<-jDG+mJ9M>*-p81u?*{(4Q($H=XHYL4$-bnvdrp$0ZBJYJ{({teV{1`>dn>+ z47au-EUUb~I%nAeikdE1q+V8@Ikv#)CF;kQL-wDNmhOLMR8yuZ zde+t<%-pKD1t0|;1H6V=ge`2p>kuxwdJwBOc4Ez%0bFzCd05dq$joX(UBmedxD|8r z_aali8#BjqSi5cwF1zGntX}wRccy5zM6h z7=6q_KJJ01HHDUr0s*WKXRhCh&8M$}Kde@*3qw2NSh?ASP?*Ne2R!=3gZTWve3o@9 zixsWS$RrAwnI0p^>cO`Azlp~lejFP&tw${4r9w%gl1q6*U5rg)Y zJbGvtk3I1i)7OTs&TfnxrlRsRpmSp$GqVKLcW%RtU;i2w7AJ7VmebME+=|qs8^I_L zYw=MJSvbCX3ZMS_e;}x4TQA*##c`&wV4-7;Gbc09P{yXyS7TsRAH39Cm0Sdeo}NJe z<_JPfR0y6j2G;grap44-TKAyf{VEm+Fx)sFgDZZUt?~2m(ESf#&(1xR`+&2t^jpiN=8>j$j!ZMYis(B4evdRcN zurQckOSpk_^5!LyiC~#~wN&FzR0~hf}l5$AI6ZqNd#ub-cVGLWf!j?MA zpC$kZ7ryn48&Tg-kA8lu zz9O5vEAI=mxBH)(MKR@J`3j-Fi+t1Y7(hrF7=FowPO0hd>&2VjbUgwgXNrTgvi{-= zaq5)}IyzSvzvfF`9pKFGO^0yQ>KjWp! z25SyypLsT}xcmwPgKT6{#xe*R*_fJ|H1q9(0Uy&W{XtXAx@G2}F&$bR?65+4D?pPE z)$>fr;FNQ6uM>bLWu4bMoqEOAfE5jv6_OALRu9 zr#!#+gPXAbz#i)DDVn&0D0_CZvG_3aYd?L^FuNb4-(5`WLDqW$Dr*lLl21}(+Zo(` z>a8P`qfTAgiFdty1J(|9uxwM-Y=PJ+2gE9bsW$sfaIIxUO$uHF2- zANlHjxc!HCeG<*B^Z3yFuVmVpKGVxe$2cWZXWT|kGNw}k$&7lm9LJwxOjKi%Bp&s@ zsaMAF7v*MpWp!`dQazDwFyPprbUJ}b=_CP4f%Mw7<}`<}=6BgQ|L)mKbERAr9@V)_ z8h`yaf6HX#m^TD%%rh6u4k$Yp%Z-a=#K@B}tXOiCHS^C!S7H8@2=Kt?DqGR;aeVZb zucypup9!=qt<0wWGcsd+vx`a0Os4S9|Mq1*OAypCzdSprH}{!1t?Chm%ebr^EH67v zoG#ZsUd0RfV)@Efk1|Nc@4g>B-LrV_``*C#sn4_stjro}s;DDd>5d%JdCz?h;IYT= zV;l=6%vb6PrM-B=8_>4IKogOCvpML@-jLf1Jn}xB1`PzYx79R$fiP}fb{#x#4_+R@NBEzlnfkx58}C4V-iPjn$ys-z5-tEC+@Z~bqVpnkn7 zyXHvoO5>^p$Wyxuc=)C)6;}#d&TT{QCF)73B9UBR;mu%fR{e{?r4dEI$vZSTb0Up z!_A+63Rk^*J(^YoSug{z3Zsa}_hWSa{~%LfMNR!a?8+d{+;j!z(lhw{4gZY!i3~pc zq2EUHrbeX4a(MXW!x%U_g0&mEQ6e9uA}bQF+OT4NsD!)!c^(mOBUWEd@P5AE_#s^7 zAI*Zg9E?&E9MFJ;D#7xWm45&Dig8k#8hSCmuY{KKqdXT0jFER^RKI*K?^{tSKRAn3&<>Fa14)zuFNWI&CQytyrfmws;7>zW*B^?BjnVx zu@GOtJwLh&J#6G{J!3P$tF|t2hHGR1#pmvwyKuvozKD%mHsXEn{}AgV6U|n*r{Y6q z#DyPz@fZ@L9$fLh)@QH6rmR$F)R53gJYG%d5c7;%aVY&ZmE@5_hmp%?uwf(PSGLM1 z2t*S!ztUCM0wT&Y^SQ0Qe@e5Y`IOQ_4jbY_E6n%q*~KvZSif$N;ZUwJ!~{1Kfsqjt z!T6cxpXXKBOZwiFcc$5yFQ{}&P-T|kQS92C0=%6_7jp3U1ia?qbA?dOu;K4H0h@W? zs)kW?)iX^xf^wQyXLW6+(1?(ib)s?@7hlkUrlw{Viil}289ZKdVk5uEc(SBPxfU5M!G0oxyY3#wVz~hY0v;{Aa23=!qJ4bjpYb3Mv*lw&^EYjR9o0!X zQjU!+)iqW~^mhhu-dSo%hWNs~R>r@qtF+{E@1D7T?*Gas=PD*n-Y+@x+hK0myQMN| z{#&}|RpdOc-Pag<>0}oPxZJESw3WAQ+lzRvm3fk2yVlP#5+EzmW6}ZYZPrLciU0cv z`l&Zn7g*2LQ6ej>I^?EISJeA((M4<>S3P{Eompg|)xaYxW*PI8rcln;GNa37R>LI=K#3hAzu|RNd6*h8pu8lzc=mMK>GnjMY7X?xq~hIcq&d5<V;6*sT60Z94aVGMexwK6Ifg<&QDQlN_~#wi21xody(8qP#Z>|(e} zX8?Z`#DgrN!myH5JY$}^WE*(c}tOt7%xvm^?O)?T2>Y>Ni|vD#{N&yN_w_!$t4%A)gcA zqOtR^XjTZ!DlG5?9}Yga2w!U)y_=&9TTnerAU%(e&yUHc3V8H~aiaAK&V82`>#k~L z-f7Y~Tc%RZ%**)PJihY}DR=Uvy0 zc=iNtz2$N862PSwUxSYB5EhQ*vF(n>uwjc<*!R$evL#3(4x5#fEy3v{1>F8mc{D}@ zrf0GKq8QUF7~^4aXWpqiF&|Y4o*zJp^i1yg=($zmh5WrTs)hc{u#m{HYO0Q^$U=(( zb<7lcp~2AHD(cBc?;XS89|myFHFa2Z8NUhS%@z;Z?m>{JkV!ENLIe%ALqTH9UHIZ zhas6t^2+k1wE&hyo~2R1Iy{h+b$*<J69HLr0%gg6an_d$` z*dnRGGMijd^7(lWj_)rZK3OF2$YEhLkFm)(#&(u4b*PBR!+FdP7csk=Ezd+J;tLZP zJ358g18K}2^kH;w9#cmakUADZb}WcgvKfo>5ehkjba4k;5eG0iYGZQm3LM{^pizrp zb|#CNkp(L0B)?}o6H}Nu;zsg7GpY$28Cp-xTbVhMBY-Jl^k4#GhjW-eUcktc4Kx=M zm>$YwoGyN}fVtr;DieOhX>{ffdXbuPqc9Vo5hmD*`;k2!W>}2tP=<14O2{wJ zm?bQX^Zneh6f&a?NR3x1mmK1I*z$fN%HPN{4nJh2%>G(JQ_P9p#5ecQcs+Qa~;s)kf4hchNFxf z((fOq(;JVPo7* z)`(9H$CeQcgb)mcX)L7_36e@|g_kXsTN{V=&YLL?0~=$g>*DubzGLbXzuL~O3IQ0y z(>yMb?!|+f;BIDO9$)(WS1~ei6sK+82#=d`k~a#bTr8QPe1YvUTZXnvix9}SdVQ20 zg5UIm%`MupH#jneJUT~ zyH@^1%gfA9i(V7DL_&}=8*{t-RGc2zTBYO;A=20kf20ACPylu9jR-c-a5P0wA8ACr zy#XP+4vn#H)J0klZD{3v1DYG#Q5PB@6jc~eG}N_YW%parT>lY3iptwHZ-=iAXHBt+nW%mk0MgfZ*8Wl>_bZ%`EH5A4z?iN9)p)@XsByObEq33 z^6B-55RP`61wM853N$yhBgQl}*EJzriNaTEfZtDEV@+snXhEzlhFG+Tyu{GbN+nYa zljmjxgJHBa)}yn#59>CsG%H<8QdJwj|P}kgshUQNADFfuFREu6jW1WbRmsp+KYziH*V(4h?KwYB`4UNZW zE}ujycRRu1Z3qW-blo-RZhI4Al~slxU!Vm(ALS8Tjh@cav0|VbzNi;%4P6L@{qQp# zfiUwTw370q%p2Me^R+M!+8JJhIhN8(08p+3X~Z==DAOpX%L`RhJ+Haf5Dbp9v&*nQEIrT?S9@SzgU42}|>@bfq)<-wA}$X&6P{5q;5VI8$@zrx&0PfD^A%de_0x|g9AxcW)- z(AA8+oQ$);n+)@E<6Hxm%K@Fk0p9(raoFjcrT76_ipIMh|9~*$J#aKZ36H z1Swr*)VEjB)agQ9S03S*ji(-c8kfDf4~?rmsP7G;euWFst|FqH9yAUz!(3^^nsVqp z%R*g;k6@{e;HuT^p;h+GqZ&L6ci<`XZQ6{U4IzH-L2N}3zJ8lw&`^YnII%BJ`{6?4 znJKI}KZrsgjfPG?!!N<#RzSGb!qM>&oN>Jmk#ri#mqT553gK=S!p&|Rnc0qdK3jiDJ)+$SH1q)x#vkb^AkJi`qJp!>PMj0gJ_S<@9B3%6`7O^6B8vQ ztK{SS0M=Yah~Axpx4nqb>1nL!uctglFjf5_Je~KFhldeuw9wuD2M7}+*Y_5gURA0P z=2Mi}#RTBJZnSlU(9}^tQ-7NBYJ~02cK@>{r$1;p>35Ak)&>4AKW5Q`lR%s} z9>>%n8(nKDvtIgg=V4|cGQHZy!t?@K{FcAfH)Z6&ARU9KmO0ClK#O{{2rT4F0c*It z;^G&sq5&!9BpS8SZ7N!An9K%{_SoLLdlZQo#y=QC`yj*g@>|B|gstxwrpA%^L&L{q zXr-SxQ94AdA1<9uuWy!=o%v8)6pepvd7<>^1P`|s$p{bq(n^$IEN;(_U4ebHi!qK4m@9-V_e71`HyC#jC1~)e$+Cq;Wfk5dR@4Xi+8Ly)mawkDSh9~J&CR}1`>Kty3N3rtV2KrkBsi}Pjd-!q9&$b*5kF*ZaM zha+nPBo(KThR7-Rh7VH)oIEx^9mf9C(Q-pvGx`E}HK3>8dROa_c{Nls_O-AShvL+= z*8AhsDJO1$JzeGW?A4IISKKwgS_3CZ|Sl-#t69f8Pw% zy;fa&Q7$U{FpXIRGs#6f`Se40=&@}y0%?>hei~l3cuIsedChIo+$t{)9@>wY={eZt zD6Lh9X-m-{lxesK#*U@&)YH4@m+=b-_L^-kxdY7V5pj9F!EdZ=t80_V4SxEP)p;-&G^bxG;SX_CL7 zhWtwp2~HJh9QE7ulCf@81-2NW8oLI(@lVm~bc3RXn+=2!jFv#*-6n!wIUk>b)qAgz8?udEMl7wZ+TT6*Q8 z9#HRK-+<1?9%Map7XLV>b`VBWZbkv~Pq5m^)bvVfuCY=_J_y3p@mrz3(FzB}U(^PE z^r`QPtUKDS$ZYM!tEA|hY{Js1p>_VPUA-17``0oq$^=2W5Ywz4W9o&fHZhK}Yzu%2 za4TN&V=`OmywUly9P%9eK4> zGyIB2Jv+;LHC0a4`=hJkmS2(l3OJZ@{3=NRRiv$&p#)lw~7U2Az+dsb@EuxQ{3_0 ze}ffFqu@V+oV|k}aSCp)3%ODfKYZ{@xZ&%6hxGI)T!l2OOrH3U26EBD;_xi)`2Owq z+rRopd_i82Lbf04_~AB+EE>?*aVvpZyIU`rhNH%uyi|6jTU6 z?Gk}zI*%XR^%cDDLw|sMyXR0!up(p|5nI^6g4;(xNaI$R9%($YAI~8{!2d_ow5@5cjLj+UmJrb$mp^xNP1{j8OuXq1h$VtgFRa3x$WYVE` zOry#ZL6th6yq2Hv$Oo?$u@FqzbgC~l3%aLbo0av>I|3G7U3@NQ7YVLa87Na1W$WT^ z%e-T`&ki5ENtlHO(ksAPpgfgs@?t4$$%a=;=_DU+4V9}* zEA5QKoV;aZ!n`u!C=Vqsrknh#5a`Tp!RxYmg(ZA3z<5Q@&sssRl_7^}#!I9+_n(oL z0|EiHnv>C#`$jcR7i$$dM;k%Y5-QG=W^od)l#i@^NA;(z{fxSaU>E6!-LYf zTn?w``Keakm&>Y_XSHX_r`o+5BO*Ohe!p5;UIuDqQ)QzD{9Y}oe290I2_0B)@x>S8 z{qKLj*=M(wrk@r$+UGSw&OA0|EDcE2RyB@#WD(_*v(zjoyJ(cnciiPh=)r)oCa_m}|L+P8{LG+;i&TF!yr-H$@5g49eN ztxb76eB=%!7DkQY4~LrI4Kz~GTUa?TfV0j%6X9qB^*)sh*@y&nJdg^mWrnFPIO76b za_JRlY>LS0pc(-(n)=JQ}2jindXf#_pxR9Vl^4os0<)Z@Hi7)@_ zw`tBSL;`%yv;<@U4YLGo{5`oiN7=eDxONMg+r#jC-SGKYKnZvyuV|>9AihY@GJz5; zT7|}Mp4QH`1RQ6vP#VI~DntSf1 z8C#H9#ThjwXpC3D3&|G~R1}9Ni5e8mXrk8vO&szdXr9DJBM{@0>67>chmRh7xU{qJ72_gVAsuJ!)++H0*XMayik zVq!jrO#^7)vdHZ+DRw5Ru;bW8X-pfKWH4(2Ad&4xSlz*Qpu-d0AQ+s-PEHBr? zgNW!@E6irGd4Z_g2t+HZ)9`mOLj??GA5fiyUDEP8sQRkyn6S~!X5$aF!gcIH-ER@O z-cq)S2b(szMcf1T%xzNFnoPJpEVoDWbo{Ug_`?-lOExLHn(imI_E>$J{B6}kjqJuB zQZIYBY7K=Oez0K!6DzD=#Hg{OVKvf_pZX)!;BQjt)Cs>;aqGDVQ-4JE@<*DO@H@DX zRz+!GqF?OD&*($sscd74b0Va#R+szmW~EeVhm+U6>o4hqi=TW6cULKJmd$bzLJ*m9c6>d^? z4b}U&9y-S!RDF`Z!qE;5xrg+(Xe`@92db-oYV66xMzk}#vP#t@KK6l>JRVN)*+$B@ z&`Oi|oUHL>B))9);DZm^ZMWSPNZq%;{cXGMy6fzkYp$_7?zp4jQFK^61-hbz~ z)ijQt^t687a*KqB%$ee;JRstDytQ_$vH$n4e{R3<(qUV7%GYhz@ZI*{{ok{Rv0-Zs zpK8Y+{aU;8hI4GsV*_^Fv$xudUio+%*VF%F+sDI>?UNpNtgTozU^iTSpS|P_CrZJ$ zY(%7Y^VWN9WPHq?{Dd>51%~V=|9ywub@#pYYZtx92AB2Q?&dbT=k7Zc{|R=~`VA_0 zkA3X&f3=tX_62s#>AP)oyx)Gl>1X!lKloF-^o_5x7d+{I+BZJ;kd>9&-T9Nvs`o7-yw49L?Y{pQw!sr0vlGr-A--I( zd+*z5|MlMP!tHlKGaMN=&_0-BM+3+A0?s!dBRY#Sb2D|_M=Dl{?)f;T>31hbGm|?3` znBDGI-%#Bt;&3dDBIa;zHo5SnBZx)#WEJj;1M_oe8}icXQy3Aj z`l#{o|8irkf|TunpS7&Mb1ERo z$nQjWfMEuev?Le0;9s!>dyddSAx|<>SD6T9?^U~w?J;|J(_mO5eZms`0gCd+(Z zJ3g88l|^(lxH67O=Xy(@;TS)J5_6c4$oQ)WJyvQ+xKis!Ru;##wg?8Oml!)DB^Tkp?jym_z+AyEU=We*Uwj9s8mO?ZvpSAa^om6$|8@9s5ud4_St7=AtUCi#37-4P3Z+M zctQA1{8?w6W#9bfH^V{uPEHEU4c`A~8w@hT%p>2SXB!B1e7%Y`oiAJlU5+le-~zkp zrkg@~Kls59?8#4#pLU%ONQ3x^@4WNQ3v$AjufF!RuZ3^#A1o}IV|+lv#u&P-Ia0GN zx9_sC;V~(yWi}vkFg(%>i|A{klhzoUu+iNjAwRsso^aZkRvFqJ6v7zp<5H@a2|YP( z8&w>et#{yIYfiSLP^6rO#pyI)H%10*_i)QLZTyiPck~(?T6>Ii5Z`59A^*Ix`fn-P zpIEc^UaPLU(|T9+i=3@gJpFnE5KURxXZ7l^ayx84y={w~@Wh6VjP9^WDG_EvSFKtr zBC0a&?6XI=Y_%P`hV8`TkGF9t6<$Rx>tkMUrSZAH$sPT6$A8^n$3A|86q)QNdabXy z#-4D->2^%-iMFD&-ZtMOo+sMJH-wB@_vgIq+h&-;h(QPQmvfY38&u!VjfUQ`$ z*6!VOudS%8v!|T>Bs<~QlfoLzO?U1TiR-mvPam}h9(>p~Z+XyGuNkxx&pcKHt`@$~ zF?v4-QrB(8z>w;@Y|EAn*|8grv;Kh-Y-IQW8y@|Et$oVhS!K;v<^L`zwjsOk!4qtJ z>r?FHqtCU1Hnw}j9(njKJN~%i)F!Gk zHEd0dSC`>_d}mz*dXp67N?WyNmFyl1_LItAOC5j5j#0bs2WHDw4BE2eM{NCx?9z=g z6xQ1DDJ?0@rpN(?8JhVG=?e?;;`wpK7>}LF?s3&ESM1|J#M7}#B2qKDxndKoJ?ayx z-@2ZlC;3EW&BjOTVF&f(MBT>6Ce=Q&SHBpasHyJcJ|LvC*{c6*>U-;jZ5yv%93TpIjSzw+p?bJqK*AhrXs6j@-Q}{ zM?b~Kx8cXsKgq}VI7VqsOoq5>ihDxWG39GwTzOPpNS`#vag$%}Cqnwblq6>FUF!V0cmZK^C5+)7Vg-S^=%S0l zY|Fj(-W$Fl&gUvAFTf9eQ^EjZABy)LH^86Ur@;TQ#~y26{Nfkwhd=ybP|%P@3}Hy; z$}6w5-}sH+2;n_Fk9Rg845m|l-}bh*+4sNy{c!)tBahfoM;&G7oWqv`3hWEs*7PMO z-0ynVyFz_F_qopv?mzj-Pweu`FAw#6*IjqnCg~dp819|qVJ>iaa9OzFh8sc}*uCW~ zZwYM)JfGOlB~9-K;COKgX34+xt#5_vjvYIKOakJBDC5`DNM(N^uxP$S6DqS&(i6NI z{-Kur@P^%X&&EgXnDr}daG4ayVBPx0`>e$mU~Gqt?K;|aKdLAAYQ@$at-+-tO($hL zHr#8=Stuy%9@a45H)6|IakNH{RYxjPcox2!+2FA6iQV?_!w)Ep4YsnfGT1e%QYJgh zdMg{PHSnm}Z0wO|h$x+C<>m?zqQ`9Xfn%+_`Y{deD@0z{ z8Y!hWs74+e)xf^Ow(Y3tDYmY`u1}3w5=m@Xr7u={f2(YJr1bX4&)`7CRvsk^&56u_ zrjg^w&LP{zYf0te=;NzaUANnYhE|Ahm8@DlcE?YCW(th^6Q5!mO*anAGXZ^!g>KU}YGyYlr z25qA8+3?z$^ZLdgevVbgUL|tYYrD2d;qB?SV^*Ia0j=1UE&Y0utJ<=4CX%tsmJKc! zag}B*FSCjiAqT`y*0$KXqmEadD^DV-t$q;%m8XAYQ-oM#eCIYB8eC;7S1+@=+P*p} z0@W}Z=ZjGpDJc?8#PkqJ<^x1dM0}swW zjGG^#?1MOfL?z;EIP{5{4KsjEUd`w#`!E3| z_+|@cAGyU%&l)p=O&Yh|*=ImvoiqYM27m zy<*9h=!JAKAiL=5cM)C(%%_1cLrEQ|1;f`$ly=aw%3eijGc#Rhb`gsf4-TqRjUhyX zcTd~lb-;Yw6k?rIPjPlm_ab32FG^d^p={KG#tx0g0W6y;$q-k_aY&0PGi!hIG$ zu{fN_QM?o($#BCT9)J{{Jj;Pu*ie5mt@U+Vxt1f0l+UsVQ&12}L5pxZnzM%a$#6_uY3-TQ^3XzVel?wEOP6FU;r+4Gr1(=bvxC^E$5l>R%+MBHbdd8U2!t6#OFk3PCh9tv~^ZSQS<^UXKgumAe52U%g35wdml z)mPirty_aT?e)SJzR>>kPyf_@opU$YU_(__^2OSpRKlL zt!lN(PK6&=o*DUDd8 zzhnawE3L1&${HggrqT-)5yTxmw^{GRpyKG4qGY3k2A_#uDU@L;FAZKI!KEsnVcHd9 z;sEEqhU~|Wv1PTDwrkyYthcdN+EC%7mDtT&>%Ye)nuFFq{&<_HiZJ&*W<6z*xV0QR z^nL3Y+9^V~Ljqg3(Z@s>MxSE$Z#u)8+XvKHL~hvV&|0B7=8UaAD~S+>oxrVetMyG< zUu{4_47uZsJ5k|L5tAXv2LyoQQaG1Sghd*=qI}dEe9lYdQ&}3#5s~+0VFMB!pfRE% zE-TxK8_u*RylA@}d#ch^U9kd;J-MaUsQxlXqz4W$ohovX$=YH-B#`7N&aeQ8Vg!Ru zoI@PFVefrBsdsI7RlDNjMpRbl)I_FSixGvx`Pf5{d8FwIj3;7)c3&y~E9AJQN^ z@4R_69CotEDkG2qq!Za#43|f+l4A#_0K$cP^q0a2v+^eD6Brd=@}ALvvsDMH5aqr^OZ62PAOj30(m z2e9T}_VB>&Zzr%*nMy$cI@vES&@Vplfe+Yw-}~Os7f_Uddw*^1N*X)vpa1;l+v{Kd zdi%9s`?Ww8QunF;6hU}@?VXZ72wPoB93{*w=XbvIonQ}8^0=RL(ntBi-EGJ>Lz;w?AS;VNnzU7J~D)yrzkdNu6Uu2!2?CmoHk}% zTH_nSx-6@13vsaSD}0L=1=nD2WluPt4&@uZbt)q|pnC|R1YhNVq&0i%#*WfbO=X-I zvbwTY?_=kmo>&HUh-48|ajQ)10A&ZPhA^2P)r|&0rNQ?*nP{!~FX~({uw&bx51Uf}~s0nPhE2xXOW^a1hW(^S_UYWLdU&hfRf$Xt%B)(PxVZwt_Xk0B`qQ*B`7an=_aN))EWld{sR^lRYfI1+3Xe|Sw8awxFzfbw9Y!3_n^Q5}Gf z#dC-=-bMB}EP1>-rtClu`$7${YdzEjW#vL;P*&N7SA3!V%2uiMvMJnZy&I+K)`jmP zH>)EyvSZlBTR*dHTQ}Rp$V1lXyIp$nF{eFRs$iKNS)-sr%wYufl!Y?DwL>}Z8_J`f^2~1# zxPyKN4z+B|CPU-%Ws@GNNDdrAAJu*EIC+gZn8H+uh$(k3+f*M+$z9lh63PH^ z_qMtY-zkC|K%-dnW`=Djb9-KHN8N z-W=A$vFq6hDkSu^uYIlk!5{pAefPWH4aDw^Z+v4Qm?&dck)s0ga5} z$evjAG~dVU0vW7LSP4=jZ@acVqI};h&#SGk{~5Ms-BH$8InGut zJ5Bj{l6dd&QYRvOB|g)ps|YG-a})J7x` zE@*#dIj+pc)XK7GFMd0K*X5~YPieHw+D#Q$W&o_#X#MiN*`u292M4#kk8(HX`(Jt_ zWkgdFq>KZ~!u1M9H@_wIr~=GrapT);h}21&5QTHLEx)o2qD99)wR^L`t{Ib1Em$(S zpmtxR?c|t~;>YP9|6#snNU9DjiGy1q#FmpIJCDt4&)M~jCgf=~vtE;D9#kf?r5JJB zm85*Yz%t@BY0*tqqiP#rzT7yu?<$vhzdN5W1C_g$a{cg{ImzkSTP_Pt&R+yLuhy3x z?rE2r=Nj&4La+>0+A{FpCw#U9CF~HcyWVT8x)Ng6(|;nPy~X;dlRk#Nt^Y0wC!^3j zG6Pf3v#*Nl%|Pa|P*~@kx+R+832)1Vfz(!}ZRmTgboWs%!LIb>8KKQsE8Hu>nvB+q zVraVp)9jD)>AF^t=5Vnb2-PNPp_~O1gB_8$_%{t<~Ll z#+I@{qTQ${Evzfs*mA?bZIaJgm5`~|fqc3akb$y_@M3Ha>s6Dx8)INY^l!)<)o&ai zi?GIA@VwJut-~(h$(;8Z?M&lqTGY(U(Dd_7uN=Nm{ENV&mB%CBD2(Js#-CLk-?O1# z!*QJs_POGFW`uvu2KXz7+t2nW-`w!}L?ky$m)KjbtmDSEe$kF|(bKi9lE+m0k zDPq^MSte?pUk&Air5X*&w3hs;>j7xE)ZAcWuj#jTt|i!8uBE<@f$6fmN}^8|!}p8? zh#tI)2<*B#psK(Cwha7APZyPtWw3Fbt9&Zuc%nD+noKR5e74(VDK@gOZJFwjcg`Y< zjiKf2*OQ|h-yoAgtxP6b{e|~AJeuLh+WrYz->Wdph5_O1SgDUvoth8}YGVVcvxQE{ z(SV5_wQF{u;2@~ZA}|CbReSt5dF}qsxE#~EAM9!|_Qol_H-8_z}@5X|(HDa?YA` zKm8_*S9`8hl#uR?s>)8zuQfr0CTW!f)xgx?kkCg)dm4@8JyqAyUXyQcWi*9-O(6Dq zeKtw_228}O?4ybLZm8e1A$lScTCfm56qz=#VNtPvI}`~pJ8;I-RpG%m zv4QnY1oS+1MJSnb14r=ZQL3zEw`bOezC z62sY781WcC#wKywApQ|2td^g$Y|*r7JUCeZ;Kh9hKl9yb#xswynonNzm~K~wB;m_a z2QZ+LiH?R#6NB9t+;Ga2@k#d#?$|ZYVm&wW9;z4t?|XZwrUSoud#F)u8zw87u@xZmjikb{PD&cqWgty|U!$RfAG2)6ta+Jjzsb$YSTn z;_nC8FSy}B!6}7YY0tZYm84%gBImKCt0t`HuXo&Y?y#)eZCp)@I0THfxY)@#LMa9B z5|x@U4KU?6Rpj2+Xb@E6ZYEGG0m!=(N%)tOF|TcbN55U{~ivDTacd$df`jml#5&De+{$Ew~uzFyej<2NkeavJpUHlMBsT&6xSUwMJX{*IKwOcF9 z?~dn}qVMZSYt|)F9{^xs`tDu$q^H(?Ss}Mi9p6}({FZJv)2_3LU!_N-%%E5kA!m4H z=<6{$hr{Gh(DA2II?C)2I%*wh**%-N9Iyp8kT) zXeuLkDac6@f6=h5EBfB0FLzs@Wuz1bOB}i0qZ5|}w#k@OuOHIq06i*bxj|*QR0+hz z#jV~KY4Oc^xr{&CaIg4jlRV@f%j{npCGpRBT-KtK8A?OoNd9!H46(Y6DT%6NBrfz! zelTm?Ipb{5h7+x#!%(_7u8Q#hz6TkpvH2z~V|*aI5{c0tTiZHSmQs^p*Lp+AVt_~T z-6m4euCj|2Ke@glS5yF;FJhWF-?ziMAko~f+AHeJ5~LjV@cHep!J_+V)0&#;08O^2 z=8IVqWxMsnce@in6$$ZrUcyO(pChW*lP>OapR~0!oiyd0Yiu~;J$`2#8T`n;>2la~ zDINEF6NU#n#3&-XC+o!$oxGQ(*|Bm9mKh<1N+T?M{si%Uo6&3qSx=y0n;i0O;hBFo4R8^C=6S zmMHDfpG4FLz@WYmN~T>x!;%MA;MkFcQc^OQGB&5T<4gR|K)*paTH$1UW&tR6G*neY zDN2z@e5mt!6Q=<1R!GBt#R|vuTSTP_fL8W5dfkCmXB90r^oNbH4J)5YNIz1#Irn6p z9uof|@P{ORr^op+{o(|)T2nDwOlv;^G8H{`e`3jDHm<58?WqM2RkWEHo4vjlpwX~; zJc*K{{h~^%o`heD>5eJ8FFi+yUgw$8kYp@~In!8|CvLnfecnO?SIHuI0M)pJswp6ZQ!oND^Z?w1{hb*f%(@OmBT z(^W?brr6#_R-{~BeYFc7{5@?Zv3&Qt)c84u-b_}n=3Q`D8g9Oa^fKorS&XfE;g7T! zOeJHrDIteVY}jGM^ng2uVY$5X`)GZSG>H^VQqv&q3}F@dkfih4ftjX4vp_$yEm#8R z2xmzFAN5LwA!j(RHf0+VxM;k;hnk|TuYWn9i7JTdQ`Q&k{(Z%LcyYrOS+7harHleF z2;*2%jOHWToD;l7&)qT3XGQuM1`_~ypdX@ePk^17&)B-c*V9^?RL}k2e{r!)G7>qN zJ!zq(g@G-b#lalv5+9{aKK5sVd#D`4!(fbG9(WxXDCEr9Udq~HIt8thr|jPw47~T5adlV`*spM}br?3>x~Gamq~+wEMSo#m)~F^n@>e4)V1rNd|q47-j`@6-{wL0t_+? ze~VI`5m_02T*X5a+TalpPghhhMh85W~A+pV{wZcL)tg-Di)S=S}4is z@>QJ~T>c1SMoXrCt`1BCSH6=K3U#2NbvZjGA~}Hrppo9|aOzR|A)J}6JjI{k%7ppg z%K(ZebT+b@0v5;UB744_wihAJH*lHQy~YEsi&;!RcRYpiQ&5!?;dR3$G6Qi? zys}&2*egN0^+Op-p{vRpRy$Z#z-C$O*m-^D0UW6=N3?bJw52EOQ=-11@5U(p?xSy3 z-dIqedWNWX-?*okv%S!fG~XSuF9kuBFxcGikFq36EC{xcsgc>0t&G=5Z3~xW4gqPh z_(5C#_u#~^j{RK$utPxPSM#4A(AL{zYU7g_vBhw?`*3ftp9S76w)QtIl{2ypx8D)O zvRPwcMg8Tk#@U$KfA8xZnpEn^tjB!&%fcNhYLRuL&&pWv$(=Ce2ONGrB>M$Nk&9-J z#ifynx;h> z0U@YlRY|nA)k(&Zg=BVEBuAYis30g1?_UScrTh=|H29~&d_MvOI3|7PKXQT3zIMp{ zJ&AX@)l2Lm$;IxActWv^3LMe$TTCVhhE;bwRgV+oUWQqyGyq>zC*DP|T&c`21fUSd zLZ(P~j@iU;)F*h7c(?w_^m7DuY&!WOyiHHdM3T{RacPJ+2DMW8P>l7`sGA^%2Zxkh z&-!J1A!#A*>hYRjGru7!(I;t7f}7lw6aaFdfCznj3w?YCj6u!IY(C*-z?eAno{#0r zBodCoeiE>I0Xe%+irV1T@$RIMWhyyPq6DG5T!4fh%L)Z45ToE37TNS9`^$Xz)o0pA zQKdE{pW^jmER{cEY1GqAh;u3GAX08(RT~kymgy|1o0A<4>!!0bx{2=8dnaV>E|%{a3(FQMYYL3%G5r- zQ6itEP-Wd?GM)m*N7O0)f}_ZE8WzYyKfjuqp!~q7e7dKePJd16o zP|1<|gd7n?+<0FX-(IZ zOe9tRXAO#IRaZMha`x?~6WPpC2dmE^vuVW9DIt!^_!D^^oqfNC=6mB9B6ZOs?JB)9 zi$DILqHdmm@6b2#2a3@dhF6gMJ>L3a{bkt!Cy`SNAiTkLQ_>9__!f{7<)`ByfFeQR z4La^BPxXSn`s9M!UygQ#Vlz56I)|VYmMMQH4iT&3)+=a#*-OllgcBb`HstVv2^YO> ztQrnyJ>Z<%cUg+zMkD5UMP#IT7C~d_WcwW(s;1LK&{has1;tV!_|hs&4NoN!)cqZ` zOE?*ccPi5dzsmLBW}ZLBjlYM*M?mGQiZH=~OCK4|`DY|U!^xGa+lf(NPecoO1CwK- z-CPIAx^hBo?#KO-vg}_mNgf#~Z}(+E2x$wC_4BU|N7N@<+M)&gRv1{_%8Ct?;d~e|3iM{p*~_-^f=$gO;i;z4s+anE zV>LH1icn_SwfL@Ob_ZtUHT;{VN7yIY%z0(;N?KVIXee|AJL` zI`M-!)ZO~{Hc1=)cn$BBwlkp|R^Qm|pP+{el=&RRtoiX;Yx_U}X!vw7x>V$u6iM`~ zddAKF&I*xZ*-VQ-mE8e=hsC^*NR>%Bw|j7fd-Id)Mr1!t zpX#-rOFg$5UbF(vLw)IwNxRSc43tY1VDd~a9nE_`p zUCB$+5$a^@ddS29h?2r~g(!#4eE-w^l{p3DmpY}HD||;NaV>Be4I7z2k!L!o(U8fw zqoXPQV9E=Q)ucq99sgzOR?B8qgruXRC1Dr#m*{tv)_>plU&iGq9Nki57+?w^` z@lnJl;&rVFix_CVSU)2pp#K+B^l%SpnAVKcmLt=DDSEa2yPg%=7l1jNr%dyO?HCGy zt?=GPiV^-zxe7U@*adZO?;*ncGO0I8Zh=u+Z7p)EESiAQtrpXj4t z4w|BsA-939>?_&Q+0yBr3)2>s@9a-T)s9Oz|*aEk10yg>3boHt=SkflC z(N*H%s%yZX^+?gDh0BTIuK{~MuaK&bv*it2ZWL%04Np}w3rOD7!Tri}>k_gvmUX!P zBKY}xEN`VQ@@0ZC(W~QfhHu#u86KjHe~;Nx+T`uP!sZaSKGe<$KgBJ69rD1ZIlIg zeV=j>wKvULYh8A(Wi=DI?GV2B&A8HGSu&N>i!N}&CK4EScUJrTaGOB)^{sKJ`X-PH zaxtbBCNuLJ*4kJTaJjdNB&CkHxGvQ4d?c9iWfv+Fm~-Cw!rETD{3k-Rt8A{o^(OJP z@iPtL&{vV9p0;h9f z*g@FXsOxi+gp;O5HCZ6zAZr+I-7LW^DafmzmDaBI5+uU5NgR#sduk+e`%NFG+LvU=sc8!e&9}j7(xIi3&U#?y!i$gAoIL%U&{>hghl3u2NT&B%KJxeM>&U#8MCog5ST(=w#A7OK|aF+c_&q@EgKcCTbMz;Co zZJ85UgZ*okFq|KKX8op_c2z?Am*w^AN^>y4dG~88us+!FD)%^ut%>XJto!X|#)$u; zJrr;cUs%4XJ@|JJ!58!`*Xy6e9A8z<$C-IF3Uh0#r?U)g<#FZOgRLAlQ6gC9`}o`I z)@zx-gNojRpSr=$4nmN>9U$JE18igG;;c416ZF;VtTgAcc^&J7Jd|> zTA8c!yzEKXzCOe4Ve&GA1VWo(^^~WW%*%jWMwh#kRc78Gh_oxyeOP2B98Vf~%Q@v) z+>m@l_mP{ylFIcr(3VpuK@dZel(;qA-gz8NhDJ;y^qrs6IMva%JDia@2@PKwAeT1u zz98N_G#P~?uFO+Ot{{~-?A=?qRWirmNLqoF*KmzNk&$B?Ha9Agp7qSvBoug6m7lwG zh?n<^&wumxAJe0W)d}0u+>l5M|Ect>{pFhs$SpcHz4=w71|S-+|Rl_-bNf zABxn&ItF2B9S!(4;PS$Q8J6n+m&Vtnf&54Ngx9n`h0XQ<$9`G+PwDc?7jo^p)+&$s z7)dn`h{8P8zJk6Svz07Ev(=7js`@b7K}{$+{r3oELwzQ`sAne8yGmD~xm5zaGq~5!rYhWbtqoYbN(FR#v8gmgypzw&m|y*X;54ON4Z?Wu1@nq=zZ6XwH@5 zsVCl-tJN1(jvnZo2^@fND*-<*kwr zJ-WSM1FF;1MjJK%iL+!@pH3N2Ude*Z_`~Kt#xsH{P|Fl%sk*4K(7D#TPq0cLcDA>h z%4%~8S^dkuUyqO0{3I1m(HO0p2b?l4LsA= zm^DT_EHIlbtmS@^XMo*rvwNk9wM9n;bl|P~4c39M2=HY?7SDi7VqkyE^GcLOo}!Ew zNa;h@V(6c`{ruyhZr!a7N#NF!_#j-r;(Lb1Cmd3L8wssdi z{ff-Tw;K;hP}; zdiQ$%Vg`DO$T#BARc37Mc#M6_bn551!&2Io?vA0oY61R5fc##q&C5o`0*g-#0l5bG zKh3aVrPY>;kkZDphs~wMR+>eb6^|D4+_NnZ;?-LN%vxXLJ!ZVu{-^ngsrNd&Ku$E( z>?Pbo|B;@2hcInNfJRepX{Bw>N<{8}>?ip=h$ZW9BlB+`N=Vc*fDRd9BCIrWjYR5u z0@}<3zP*Tr>BAPQ68E|wsp0S}xVP8q^Ndj01dGy;$dvxx2@d?#(~+7G2WrFl!^v+} z0rff?*zI{C$s=vo6+r<@d%bI*+Z*{(K|No8DYZI*TlJ_Jk5b8f)Sf_s)PXb-+VyWE zHqA2pyC|W9kh}+GsoXnd&7v0@KNIE3>pZ+5vm^v(J5T&Y3Qy)>etI^4Mb+_>8(+xJ z-88kts?CGb#`LFw&bjlW^*6)Y>7i>6+{W6 z0e+VB5x>rd;UpF!-5j5K(H!4c6WereO)7A?CoLxhkgOSeZ)lBpHJnJWNO{)Dc(jCx zP)&Y)-Nc8&kd&kp5>>f{i6Aqwt9+FrVFuV06l}35>9m)zYRg^ssyAbs+mHOusT*}o zn`^gQ^R5pb-m$ij{iyrqT-y=>>vCJ7$DZ?9jzz6Yl*KZ`T;G9MxgR#}$E4-$-hRQu zwb~Z4XEviaxrotT&mQBbL1p@ju;xX7zn*eZCs~6!VVPqia}6Q7XBihuRcYzRNJ0O_ zn~l1t!E2L@-YmPCR9SFcv*jz~BH54|ZNGsr4WKsEV-f2;8z8!cWJoDq>*dgA4jDlb z`~lYNmB*zOyk27VmfAJ3*qUpMgVm>;w%Z){X9~zEh0UqxsRybez18EMQRn5M8ze9g zT9@OqKaD1K5(a!=Xj+i_%Wo0tu=fId*3afxixZ_|kCJ~orP>s+Bg|ZXd3=qIATNaaA^Dc^oxtM{>Ci^*}Gwqd*=&Ee04< z!&=@|P8JL#I-(Tlgn!E z<9Sc;^`o@;HdCt0;tK=xwRtR;UoWJ5k8o#-0ek8(j2BZzNPhM=T9@!FoU6JJ%lrAG z!;AC$k(S&u`Du;oLg3>MndjRPF^>D8&Gt~~*U+fef02>fGROWFVke}=;(Bdgtv&l+ zW!Q-t-V|Hi6}#KxUV&F{Xp<5WKY92~{dzkGV_(_9ztecC&;741RX7qr4seaQlWiO9>+oa5Yw!Kj+@_&3> zd44>}IY|q%I7KV5?LUI6ieF9=AKl;Ich->5BcAH8C2n>?>o=yZXsUV;DG1Fg=oJ%If8M>^EE^c7IprJwlOGky=aS^C9!A%TKcU;FarH6 z&8?44FmO-mdu4dd+itq~BDpp!Le4%l`qqO2`d?cTm*1$pGk=oT{2nwOA;fuJ@GP$^ zko$SgrEgt}AxIW~+GHKcCQN?|5m7hxYY4U zM~ZAu)Js}MN_zU*|M)Cfhs%_dlz%On!1itUv<$zT)Z{WV_Ze~_*fM(J#*RU}XlPeR zCRek}hn6i7*rB>{0&-~Ay?EJyNm!b&_+~@yZbM!#>r`?x%?~jUB^UHo{KeCt7&tHY z7(G9}K=wMq5m^_`EsX>I^N;Aa)~t>^ye&gH$V0D_R4(!S?yukF*i{h-M+hnZY4WpM z&<4#RMz<2$9nB>?PKqFLh@MPsWC%#xe&`1$$s;V+d6B%PlZp;{SoNImS%|EdpT-1gth5ik^>`Gf^MePQ0^@^~9DYgVDKl zb*?aWU(W5Og4p=a1<{l}!9L4au_jOj{3N4x?n#>ElgJYmpna65(W{Blx`hio7^G#% z_xSN0$0d55K^7lc*5gdwbJb&kK}^TN*|j-n#IHx_U{Fk#hwK~u^3zq_+!*lT=wlsy)OLucQ$d@hb)zuwIrG$kUr+! zdnMB+pN$T{hDu&I|Hjc^TzGtABKX82e^59Tj{Cs$#&Ro@2*v0OIS zbs^-9xo7J4FZ^$2AdfTd$7lJiCFUQzvs+}=!b#vF7FI^qN9w>&6R`67#itFqC);{3 zz%$9sm;Q~PHB|i$DGxhxiJTofmrpsX=ZK9^k zSEX8J(b9X7hypR#dDHi*^?vCXc{M4gnGnRp_uXBrikU~ba zmdHN~j3#N`<`ekz-Q~U+6I<4B>*?2R=~4@av#ii1+oNe$N3+tie+YE;-@UP?OYe*L zz6-h<(Y7x?u75e=?gWBwo0}jbVlxc~f0+LT<-C}$Ff`MYh;nyorJF3u!w-_8cMe(KkDC zH;n&u&JaiDScwOI=Jawl(Ktnwn_zqxGwzyUQtb?u(MV}VtZ;B#dwc++F389l+p^cc z;UBYW;sa$=bE8>nn*`>D;6&L&Xg7Yc=Q$ zgn!)Tf4gW@5BkjJ?7a|?o2?W-cL2|e2Tr{OTe$m$*;2Yl;sxclw{IvW1A{*39S|-{ zyN8`95RXV~f0ZYs>x#}z?VFSrzeMES#xcNVH+1T~<@2!+Qy5;jxrqU*d+@!>wXk!o z%~wEr{5lXI7yPAp_l=Rz?Fg6ts%BVo(y_Om0#V?sj??XG8YlmN3hnI~AS5v8wj;LD z^ba<7`n3-03fRe{@wO0T*r2h`ufnM$Lp?UN1Ixl8r7*jVn4WLiZjt6Z1#U zeXy0UyOC!LIf!J?9-}UcZ>J2<5F+VS$t>5&) zZKt1b(#pg_mXt5*8N7vrpy>Ogk>cl|p9PIHsN)(eTgaR}5TtyPGpFk7cqJg$zSg^B zn40*ThR|BleEzh>a2sPPYha;_zR5>V5-+#ou{frPL|y7~MLRka6f-I1wv1Q{%W5K_ z*xVPTMBv@-y#rbrb>&COrI1oys?Tw7Mc!%RdCFVp@jdXmf6%Koe3_JBe=C4Z1r;x` zr6M@Itr%Y;z&a8WiHmj;PfWd$)-I3h^>14&wFNt$g+zBgreuIBr6%l@Oxbq63q!iJ zn{{vv{U9Anm!GzIc$BEwZaZZ!_X`LDWIszC%aULNOpy5TD-2SlIujTv?q@Us32*lK z-9A;#6bC^{-gbFb%Mz{*de}W z+b4b}86_Gf>}GWV41DxrGt&J-884M?r7o3xM{?$_x|x&ZzuXjRav~cn#Hct32|}~5 zMcG7m8>P7?dNM=n5cc_>^3Wq|W)>QMWkA>gpNcZ)RCRFvrSWii6!!3eOci zroTu?ns6;@wUVZO;h!T|%kyB$45^nEnnue+dibWGeGM$KI!A=gc7>dXoG9RKq=6tLtW zj_mG5vt!yJA%5B+bC2n*ZMo-LrzjgG1M%x~A6THp{ZKt13SUKvjD3^}88F%ZJNrL~ zeKqM5#&4sRy|-)MoGT3K$5NxuA(g-E>A*OC>*!nS z)51(BviG%JKU+xv literal 0 HcmV?d00001 diff --git a/src/image-processing-and-computer-vision/module1/sections/_edge_detection.tex b/src/image-processing-and-computer-vision/module1/sections/_edge_detection.tex index 0d0be37..d6908a9 100644 --- a/src/image-processing-and-computer-vision/module1/sections/_edge_detection.tex +++ b/src/image-processing-and-computer-vision/module1/sections/_edge_detection.tex @@ -354,9 +354,9 @@ the computation can be reduced to 1D convolutions: \end{description} -\subsection{Laplacian of Gaussian (LOG)} +\subsection{Laplacian of Gaussian (LoG)} -Laplacian of Gaussian (LOG) does the following: \marginnote{Laplacian of Gaussian (LOG)} +Laplacian of Gaussian (LoG) does the following: \marginnote{Laplacian of Gaussian (LoG)} \begin{enumerate} \item Gaussian smoothing. \item Second-order differentiation using the Laplacian filter. diff --git a/src/image-processing-and-computer-vision/module1/sections/_local_features.tex b/src/image-processing-and-computer-vision/module1/sections/_local_features.tex index 3d47cff..492b6fc 100644 --- a/src/image-processing-and-computer-vision/module1/sections/_local_features.tex +++ b/src/image-processing-and-computer-vision/module1/sections/_local_features.tex @@ -246,24 +246,21 @@ but this is not always able to capture the same features due to the details diff \caption{Gaussian scale-space example} \end{figure} \end{description} - - \item[Scale-normalized Laplacian of Gaussian] \marginnote{Scale-normalized Laplacian of Gaussian} - LOG scaled by a factor of $\sigma^2$: - \[ F(x, y, \sigma) = \sigma^2 \nabla^2 L(x, y, \sigma) = \sigma^2 (I(x, y) * \nabla^2 G(x, y, \sigma)) \] - $\sigma^2$ avoids small derivatives when the scaling ($\sigma$) is large. \end{description} -\subsection{Blob detection} -\marginnote{Scale-normalized LOG blob detection} - -Scale-normalized LOG allows the detection of blobs (circles) in an image. +\subsection{Scale-normalized LoG blob detection} \begin{description} + \item[Scale-normalized Laplacian of Gaussian] \marginnote{Scale-normalized Laplacian of Gaussian} + LoG scaled by a factor of $\sigma^2$: + \[ F(x, y, \sigma) = \sigma^2 \nabla^{(2)} L(x, y, \sigma) = \sigma^2 (I(x, y) * \nabla^{(2)} G(x, y, \sigma)) \] + $\sigma^2$ avoids small derivatives when the scaling ($\sigma$) is large. + \item[Characteristic scale] Scale $\sigma$ that produces a peak in the Laplacian response at a given pixel \cite{slides:scale_normalized_log}. - \item[Algorithm] - Blob detection using scale-normalized LOG works as follows \cite{slides:scale_normalized_log}: + \item[Algorithm] \marginnote{Scale-normalized LoG blob detection} + Blob (circle) detection using scale-normalized LoG works as follows \cite{slides:scale_normalized_log}: \begin{enumerate} \item Create a Gaussian scale-space by applying the scale-normalized Laplacian of Gaussian with different values of $\sigma$. \item For each pixel, find the characteristic scale and its corresponding Laplacian response across the scale-space (automatic scale selection). @@ -291,7 +288,7 @@ When detecting a peak, there are two cases: \begin{itemize} \item $F(x, y, \sigma)$ keeps growing for $\sigma$s that capture areas within the blob (i.e. with similar intensity). \item The Laplacian reaches its peak when its weights capture the entire blob (virtually it detects an edge). - \item After the peak, the LOG filter will also capture intensities outside the blob and therefore decrease. + \item After the peak, the LoG filter will also capture intensities outside the blob and therefore decrease. \end{itemize} \end{remark} @@ -299,19 +296,244 @@ When detecting a peak, there are two cases: Using different scales creates the effect of searching in a 3D space. \end{remark} +\begin{remark} + Scale-normalized LoG blob detection is scale and rotation invariant. +\end{remark} + \begin{remark} It empirically holds that, given two points representing the centers of two blobs, the ratio between the two characteristic scales is approximately the ratio between the diameters of the two blobs. + + \begin{figure}[H] + \centering + \includegraphics[width=0.4\linewidth]{./img/_scaled_log_blob_diameter.pdf} + \caption{ + \begin{varwidth}[t]{0.55\linewidth} + Scale-normalized LoG computed on varying $\sigma$.\\ + Note that, in the second image, the characteristic scale is + higher as the scale is larger. + \end{varwidth} + } + \end{figure} \end{remark} + + +\subsection{Difference of Gaussians blob detection} + +\begin{description} + \item[Difference of Gaussians (DoG)] \marginnote{Difference of Gaussians (DoG)} + Approximation of the scale-normalized LoG computed as: + \[ + \begin{split} + \texttt{DoG}(x, y, \sigma) &= \big( G(x, y, k\sigma) - G(x, y, \sigma) \big) * I(x, y) \\ + &= L(x, y, k\sigma) - L(x, y, \sigma) + \end{split} + \] + + \begin{theorem} + It can be proven that the DoG kernel is a scaled version of the LoG kernel: + \[ G(x, y, k\sigma) - G(x, y, \sigma) \approx (k-1)\sigma^2 \nabla^{(2)}G(x, y, \sigma) \] + + \begin{remark} + As we are interested in extrema, the scaling factor is irrelevant. + \end{remark} + \end{theorem} + + \item[Extrema detection] \marginnote{DoG extrema} + Given three DoG images with scales $\sigma_i$, $\sigma_{i-1}$ and $\sigma_{i+1}$, + a pixel $(x, y, \sigma_i)$ is an extrema (i.e. keypoint) iff: + \begin{itemize} + \item It is an extrema in a $3 \times 3$ patch centered on it (8 pixels as $(x, y, \sigma_i)$ is excluded). + \item It is an extrema in a $3 \times 3$ patch centered on the pixels at $(x, y, \sigma_{i-1})$ and at $(x, y, \sigma_{i+1})$ ($9+9$ pixels). + \end{itemize} + + \begin{center} + \includegraphics[width=0.35\linewidth]{./img/_DoG_extrema.pdf} + \end{center} + + \item[Algorithm] \marginnote{DoG blob detection} + To detect blob centers (i.e. a DoG extrema), an octave of $s$ DoG images is computed as follows: + \begin{enumerate} + \item Compute a scale-space $L$ of $s+1$ Gaussian smoothed images with $\sigma$ varying by a factor $k = 2^{1/s}$. + As the extrema detection method requires checking the DoG images above and below, + two additional Gaussians (with scales $k^{-1}\sigma$ and $k^{s+1}\sigma$) are computed. + \item The DoG image $\texttt{DoG}(\cdot, \cdot, k^i\sigma)$ is obtained as the difference between the + images $L(\cdot, \cdot, k^{i+1}\sigma)$ and $L(\cdot, \cdot, k^i\sigma)$ of the Gaussian scale-space. + \begin{figure}[H] + \small + \centering + \includegraphics[width=0.6\linewidth]{./img/_DoG_octave.pdf} + \caption{Example of octave computation with $s=4$} + \end{figure} + \item Extrema detection is done as described above across the $s$ DoG images. + \item Points with a weak DoG response can be pruned through thresholding. + Furthermore, it has been observed that strong DoG points along edges are unstable and can be also pruned. + \end{enumerate} + + Octaves should be computed using different starting $\sigma$s. + Instead of recomputing the Gaussian scale-space, + it is possible to simply down-sample the already computed Gaussians and compute the DoG images starting from shrunk smoothed images. + + \begin{remark} + In the original work, the input image is first enlarged by a factor of 2. + Then, four octaves are computed starting from the enlarged image + (i.e. images of size factor $\times 2$, $\times 1$, $\times \frac{1}{2}$ and $\times \frac{1}{4}$ are considered). + \end{remark} + + \begin{remark} + The original work found out that the best hyperparameters are $s=3$ and $\sigma=1.6$. + \end{remark} +\end{description} + +\begin{remark} + DoG blob detection is scale and rotation invariant. +\end{remark} + + + +\section{Descriptor} + +After finding the keypoints, a descriptor of a keypoint is computed from the pixels within a patch centered on it. + + +\subsection{DoG descriptor} + +\begin{description} + \item[Canonical / Characteristic orientation] \marginnote{Canonical / Characteristic orientation} + Direction along which the magnitudes of the gradients of the neighboring pixels of a keypoint are the highest. + + Given a pixel $(x, y)$, its gradient magnitude and direction is computed from the Gaussian smoothed image $L$: + \[ + \begin{split} + \vert \nabla L(x, y) \vert &= \sqrt{ \big( L(x+1, y) - L(x-1, y) \big)^2 + \big( L(x, y+1) - L(x, y-1) \big)^2 } \\ + \theta_L(x, y) &= \tan^{-1}\left( \frac{L(x, y+1) - L(x, y-1)}{L(x+1, y) - L(x-1, y)} \right) + \end{split} + \] + + \begin{description} + \item[Orientation histogram] \marginnote{Orientation histogram} + By dividing the directions into bins (e.g. bins of size $10^\circ$), + it is possible to define for each keypoint a histogram by considering its neighboring pixels within a patch. + For each pixel $(x, y)$ neighboring a keypoint $(x_k, y_k)$, its contribution to the histogram along the direction $\theta_L(x, y)$ is given by: + \[ G_{(x_k, y_k)}(x, y, \frac{3}{2} \sigma_s(x_k, y_k)) \cdot \vert \nabla L(x, y) \vert \] + where $G_{(x_k, y_k)}$ is a Gaussian centered on the keypoint and $\sigma_s(x_k, y_k)$ is the scale of the keypoint. + + The characteristic orientation of a keypoint is given by the highest peak of the orientation histogram. + Other peaks that are higher than at least $80\%$ of the main one are also considered characteristic orientations + (i.e. a keypoint might have multiple canonical orientations and, therefore, multiple descriptors). + + For a more accurate estimation, a parabola is interpolated on the neighborhood of each peak and + the two bins adjacent to the peak of the parabola are considered. + + \begin{figure}[H] + \centering + \includegraphics[width=0.45\linewidth]{./img/_canonical_histogram.pdf} + \caption{Orientation histogram and parabola interpolation} + \end{figure} + \end{description} +\end{description} + +\begin{description} + \item[DoG descriptor] \marginnote{DoG descriptor} + Keypoints are found using the DoG detector and the descriptors are computed through patches along the canonical orientations. + + \begin{remark} + DoG descriptor is scale and rotation invariant. + \end{remark} +\end{description} + + +\subsection{Scale invariant feature transform (SIFT) descriptor} +\marginnote{SIFT descriptor} + +Given a keypoint, SIFT detector works as follows: +\begin{enumerate} + \item Center on the keypoint a $16 \times 16$ grid divided into $4 \times 4$ regions. + \item Compute for each region its orientation histogram with eight bins (i.e. bins of size $45^\circ$). + The Gaussian weighting function is centered on the keypoint and has $\sigma$ equal to half the grid size. + \item The descriptor is obtained by concatenating the histograms of each region. + This results in a feature vector with $128$ elements ($(4 \cdot 4) \cdot 8$). + \item Normalize the descriptor to unit length. Pixels larger than $0.2$ are saturated and normalized again (for illumination invariance). +\end{enumerate} + \begin{figure}[H] \centering - \includegraphics[width=0.4\linewidth]{./img/_scaled_log_blob_diameter.pdf} - \caption{ - \begin{varwidth}[t]{0.55\linewidth} - Scale-normalized LOG computed on varying $\sigma$.\\ - Note that, in the second image, the characteristic scale is - higher as the scale is larger. - \end{varwidth} - } -\end{figure} \ No newline at end of file + \includegraphics[width=0.6\linewidth]{./img/sift.png} + \caption{SIFT detector example} +\end{figure} + +\begin{description} + \item[Trilinear interpolation] + Bins are assigned in a soft manner to avoid boundary effects. + The contribution of a pixel is spread between its two adjacent bins weighted by the distance to the bin centers:\\ + \begin{minipage}{0.55\linewidth} + \centering + \includegraphics[width=0.6\linewidth]{./img/_sift_interpolation.pdf} + \end{minipage} + \begin{minipage}{0.3\linewidth} + \[ + \begin{cases} + \text{weight}_k = 1 - d_k \\ + \text{weight}_{k+1} = 1 - d_{k+1} \\ + \end{cases} + \] + \end{minipage} + + This is done both on the histogram within a region and on the histograms between the four neighboring regions. +\end{description} + +\begin{remark} + SIFT descriptor is scale, rotation and affine intensity change invariant. +\end{remark} + + + +\section{Matching} + +Matching the keypoints across different views is a nearest-neighbor search problem. \marginnote{Nearest-neighbor search problem} + +Given a target image $T$ and a reference image $R$, +we want to match each keypoint in $T$ to the most similar one in $R$ (usually using the Euclidean distance). + +\begin{description} + \item[Matching criteria] \marginnote{Matching criteria} + Given the distance $d_\text{NN}$ to the nearest-neighbor of a keypoint of $T$ in $R$, + the match is accepted by respecting one of the following criteria: + \begin{descriptionlist} + \item[Threshold] + Given a threshold $T$, the match is accepted iff: + \[ d_\text{NN} \leq T \] + + \item[Ratio of distances] + Given a threshold $T$ and the distance to the second nearest-neighbor $d_\text{NN2}$, the match is accepted iff: + \[ \frac{d_\text{NN}}{d_\text{NN2}} \leq T \] + This method allows to avoid ambiguity if two neighbors are too close. + \begin{figure}[H] + \centering + \begin{subfigure}{0.4\linewidth} + \centering + \includegraphics[width=0.2\linewidth]{./img/_nn_matching_example1.pdf} + \caption{Non ambiguous match} + \end{subfigure} + \begin{subfigure}{0.4\linewidth} + \centering + \includegraphics[width=0.2\linewidth]{./img/_nn_matching_example2.pdf} + \caption{Ambiguous match} + \end{subfigure} + \end{figure} + \end{descriptionlist} + + \begin{remark} + It has been empirically shown that a threshold $T=0.8$ allows to reject $90\%$ of wrong matches while missing $5\%$ of correct matches. + \end{remark} + + \item[Efficient NN search] \marginnote{Efficient NN search} + As an exhaustive search is inefficient, indexing techniques may be employed. + + The main indexing technique applied for feature matching is the k-d tree in the best bin first (BBF) variant. + + \begin{remark} + Best bin first is not optimal. + \end{remark} +\end{description} \ No newline at end of file diff --git a/utils/cropped_pdfs.sh b/utils/cropped_pdfs.sh index 85a7cf9..d9de11c 100644 --- a/utils/cropped_pdfs.sh +++ b/utils/cropped_pdfs.sh @@ -3,5 +3,5 @@ git ls-files --others --modified --exclude-standard `git rev-parse --show-toplevel`/*.pdf | while read -r pdf ; do echo "Rewriting $pdf" mv "$pdf" /tmp/ai_notes_cropped_pdf_processing.pdf - gs -dQUIET -sDEVICE=pdfwrite -o "$pdf" /tmp/ai_notes_cropped_pdf_processing.pdf + gs -dQUIET -sDEVICE=pdfwrite -dUseCropBox -o "$pdf" /tmp/ai_notes_cropped_pdf_processing.pdf done \ No newline at end of file