From 9abd50b46190130ebe2e409c34057f9e8b0a956e Mon Sep 17 00:00:00 2001 From: Martin Thoma Date: Tue, 12 Jan 2016 23:10:13 +0100 Subject: [PATCH] Add image --- .../perceptron-notation/perceptron-notation.png | Bin 0 -> 46885 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 tikz/perceptron-notation/perceptron-notation.png diff --git a/tikz/perceptron-notation/perceptron-notation.png b/tikz/perceptron-notation/perceptron-notation.png new file mode 100644 index 0000000000000000000000000000000000000000..a33b2430069a277370e3feb963c1df62b2733137 GIT binary patch literal 46885 zcmb@ti9gie_Xqx(8DkmS$i6RSmnB7rA+m&IC)q_Zwqz;G%pglbT2P22`!dLqb?iz} zC}ST~D$9_4oB6%;{(OJGf8f{SQS^G<*SY6D&$;KEd(OFuSFac_Blr*i05BUF>RA8) z6#Nw?K~D?*h}l=W0sf!~x@crY5B`au_ecQ$&k$f}9|Qo5?8kp0z>91i@FDM=OLliG z{XOr5y57D4gocL7d;9qWxw{73koUjsm9=_-4*)~}BRw6fugjc3)$;JP(T|moPNx!S-m9(L z#$d8boX2uBUWGT6mWBU3xcl;8YWn%hQsp3@{p|ghmewM%$cyx%|3ClJYr(H5k_0P* zCe=rI!cyNx3DNn{zBKX70p~IgdVvJwXwl4QIy7xLtem7t<@mYG4flL2#82l(=SL$? zD^DX2e_7e<0kV}pGkOlN;|LSPtF9qP_8-%nnXbpHZ9CxTaEmQtrgZ5vHn49!(f2EG z+zk`Eya5txJ}yy*4aW;gxKK_L!SdvV{K=LEqlzVo(@B}@% zRJDU5Tp3OicVBF)?tFk^0OJ}m0E#y(XgkK_3$7$nISSc`AU^*yd}0I_iJQdV>Gb2= zk_F#BJSz*sbb8LkyLD(IxZqll3$O@oWA0-##h@Cn9S8<^nM>sAiz95=;pX%cec3>y z<5G59ICmwXBPS+@2jxg|Bqh?h|GkN0S1dWIC}IBHb^YUDEBoZ}BF?^K$3NdnDPey9 zUWYgX2`^O91L@zCp>tRMQ~3T5ook4y_|0Rwx4H(2Ci|yLn0X(u;|!{E;P*lH(_)@s z!r= z(iIEj2+&YG`QP_By8tn%xywK76t@wpV z?#jm5`?zG;Wq)Rp+A@s}_{Qz~9`o0#XR|zwOpPt`Q3_Bk$H3fU)>bm_uVhgl^dF&_ zT9_yEcW#pcT?EQBiXZFZ_+?iuL73<}pJIJ|ndJa^7NV!*H#(I*6<&3uthz}DobZBB znz+vm(z(?kiJO)DwR37%3UDVl60|sXj)nVFq5z8L4KN~X{~0{L9i?jQn{ceWPai=D z6NF&Mqz_aT@Oh&G5{Q+$TnxAfL9@^C^RL zl&jeRgJemEcJ9l!j-_h;=qiN3p2?(j>)o1t#cZm0-9Ii2ivg0ki_BMH=+hTH*V=_w z{yz$=4N(fb;EecFHam(BezSrzGD}zipqPa1G_Qu6x-ye~j_MyP?j;6J-~wz4QOVD05N|iyLKkV!4LPTAk=Wk^0hgt33uS;U zWXy$s^EyK|-4{2$j-8ic~R80iI)AXM7H zRF5v60QR*TB+SVzaQMZuakg%QVSA%-dY(RV)9Z($amQ4GT@dvGYyI6J-9IM@RsYku z#2sj;a?2#NDy~GJ%H%%@OL9S0AuL9|hNrH;`{k4y$*4#Z4VnG@%VU~WMgq6g` zSn!J-vx&QppWchQQa8C7=b=M zhkWu9C#BkntW9*+V}BgX!Y(jm-?ye{aL^pD3-X*coBjeU+o0)Uv#C-Em5n6mSUG+I z4msYPSHJa*V*7AIz))H7Y;d)EQT6#j3N~CjZCZ`%L4Vvp~1?{{Tpfjq=8p5R$ts|KA5r z-T?NfKRPy4zeeXjkd%Uc=g=1ahl^I){;?~gVIKhu?z}5RZ~_vv5XS%3rT2rJIdbHa zu~=sDfB5qDebHbBzLxwSe6bh2u`>T#ve*gt66RuFOdktF6H}N`hR-&vZDxN5NAOPb zo!~exYy&ous;$ZswZhfrvm%dD`6@NOM)iBlyODacx)dw3&(#Al>rTv#M^Fa zLkM~)T{bj8Ic^0?9JC^-yO@%;zmdJfChMfv99*Q2B~I_rPC6n~VZEvebFT>xAZSi8o+BF=wggbU>UbKf3j!%7kp)F{ zuPR^&t4g)dooazKCz3zm2_XY(4cigz*4{0H*pLGqK}3)F?5yPoK!lj732W3`P;nP`a~tW6)f`E6IJF%7XP%r zjdQzIJwSa;YTRoJ8Im{rgMh)Axmb5!Ot_~+r$Mtq#UB{vgbA*R*eLQeQM41{?gju)~P`x=MJZ+VFfc8fIeqcW>3Ri0D;D*LuQ z>{Y5yyV30N|D2Lv3UX{lJaX%Gutwr}xSnbBQF#K8t#6uiu|ozm2K43+P4Uy0h6?ZX z)JP4uJec1i`~}VP$=>Sk#xSfAd37SR=Uka=bqrPUAJr9iF_-t<+Vkb^f0aEH%6v)WQo8uv6sE0d1thT3WMA5zxjsm( zsAvm;4Z`aE!aw=6F8R~D#30=i3tb!%shoD_t53(&oGEmQI8!I;c1P+lZE+F;aE-xg z_G`r$;8cSfJtb`T75l=`_GnY`QGtVlTr6HZnAPomu&Jj8I+5fD1^};h(#`^-25?|9 zycvyDau{HTs_s#~#|?dMtN+=)lp*|9k?#gY1Y;v7b>Q6o6^ zuMUB&VoXbiTA|Z$YwPRNc`?zr9BI3z)v3`q8V}l#6LZ|4>(q}C^9G7D5WtUU?9#QW zNmO55e0`;3;ZX1hF4t9=T~zPFcGqx->>HI+ij%O7-xY=kw%B}cY*PuKXotk#S(-?~ zzlmtII}u*BK)g#j3R6zE2os(-WthNYLg&}Q?lqm4EW4A-(y_NL)Pc%=JA9Vr04BBu|oP!A(9Fnfh?+ z94jDGfJR_+;aU-}`QgY67NxyCo_+oE%Vb4yLe5FNXU7<$sQLygX`v)J;bRq!T%dB1 z2^Gah>d&qk?+Z6oFmO0`DH?11yAt?F6J@w9MDB`?YeCaY8UH*~RamC7g6ig1p(l6rlBd1H(mprA_6( zdo-}e$d<0)+WgbH;~LRk7}FualmRs`|0EqXf)~dfSbxso2~2rq2cl30)uxD$9PLDc zr0N+y2NF}RQ$Av@E>acOh9PL~i+4N`AsjnxoSVT?YfNk2HTJuu1h^e!o{y8b21jS; zisqj&7BsyR2QwUB}LVf7pW z?>nSB(4xNSJ6HC2dgH+;J#(iw@ykLNp@--da_4wT@T;>raO|3ncJsz;p-1?|gjJKS z?`tb!+e(~v*vO*AtwukF8h})sunh>XTxWZiS{kMnLe5FOqFF8;Qvd;GezvZX=tJ)3 zYtsMnTH?tGUEA2<52F!ekkdok^tJgb?ND-4rn!56w~hv=j~}gOgM^kJOuNV3XLZY+ zTrgCs5cE;9<191;g)Ju?4&q!?3@>&|n@lRH78c#T$D*r#>MbX%I; zO(EYSt%N!0mj|lpZsT0d?SA(w%ELsSUz(>X-{i|P0$H|%&KRZh-%+Fbo}847?I*$~ z?Uhv~AAh>iyt2EaR1@Aoy;SeTGOigMk%0Ltq%SG9Pz2GkTB|cHfd_CfKv_f>p-$|x zXGLTCQtW0L5rf@ri{zEHDLIqh5pRP(JxlWql+2jXzb7fUac#j9b*$qe1k5tE9gAF?5a`rm>_o@P3vvD~lU7IGHYRl&>G+kZZvF7fbvVMSCr zdi)#{ivN)`pXw|3RG&VB{`}hfa3@t$IMz*vKq2NiRzsU(k-c%mo!Zio^phTI*(C{tYd#8?;2t_k3yuds_xnmxbt>pP~;FuJ`JE z%t;iF?Ux}tXBJ~-A??^@3QxGtWGhZXY{#6F(e+)_;$hZ2zy4#L5x^zpTcpm6;Baw2 zh(|~vpPB`|>lAB?RvjB*2_N2VN#tr!Qe$(dKFjp6N2_58|I8}C7o2cchLCesc38H_ z{t+^tPhONV7!EACYJ`V8nMTD-3lEkP(t}FKkN=37bfw%DqEj(LC-v(*KMS0-{payV z)2e{QORMhIB=63?x_@O%~FecAz$%MxYQWpgM% zdq`W>JF9tnR;#^dSm@%Z*Cu?xi>hN=xsxxVosenL;W^{K9Qa8z^JGdZ)Qh(MfFw$I zMcfm$uH3&XR8PSSAPzX(PJk11S%f}^A?C6RQHnO9qec+6{M#vo z*ZF`r(D8z?xmCv>I~fw~a`?|x;UNgBFFMxM-F!JO`?V!_?mVf-=aOl49RKT~zja-i z4U&fJY@9@O(RGslp6&y*ZBVU3g}mAWQCw2C%SO0vpw2;uDVp zaxVR0)?C_$u^xnga|W2fm{=bHV*GGwXc+)J&xmp4cpfrh$uMWhtRoGs-jwvCD|Mdw zuA(HFdH-O!ZtYk@7-8*S*qv}@^Y)<+Xn9Mv!VcuI3ecB%8*N9X^Rk&Q*beUKh|)@c z4Dx#`iT(PHPU{zdn9!$kK4 z+TCZrots_y^3w|&k9X9_>aGN%$tW;R$rpY#40M4G5=6G?%lmcI$i4Eh*!j$Fb$vUH zo`?XIdfebW(T5e-F_#ZLB8%npX|c%TK>P7D4U4po)u&_ldh=3d*W14NXpJv6@n${< zK;e7xdTqLAh+c}S)q)o}#H>K1tpO}EI9NZcCS|r-Xib&GtX7!=jbNBmTRVN}VMRho z<_LzX%n_MyUT(B~L#x!op{x8q&}UyGS7L7;-U!2#4ON-vzVCTJAS>N>8|$v8S5mZf zb^cR!xn6nsAKb5X1qIrNeiAB(Hl5ODtl3Zj>>xrg&wopJrS|HgKi zP76?ZLau&h#rj|^9qRWE5LP_{ibYhZkfzzqnG8mAjE&@VJ{OLEIue)qGzG)E{EJk9 z|AY6kU#^Ac##Yr3_3lidE35Maxxc|w?>o*0;-~kUIbTAY|i)CuK>1Qs18_eID z;@$6tSD#w5Kr_z!yGri9WBB4qK>V0_iQJO#-~-U_Q+&vuft9bka7ez1scz4woA~1!*$8#_LSARN{!p5h3KbGLSe<#`tG&sx{8FmB zA9;pZku#~&K<9YB ziG!3jL5<4LlP+n7WZeXPkO=Vlza7RgQ(KH0T-Wfr7TU-9^C6YBc1s#PM%c*wwU+DZ zhFohtm5xw46?+Bt@Wt`rS}*cu{zB;PaJzr|!QP2_ST42gCu~3*Z=LW;6kMsk*)dyU zr%gi+70vhCfhWHf-QYM3T9d+C6aLkdkm^8P4JLrro%PiSV2O`xH!y+&2g{(SWW1Xe z;uD9d?k4ixlRRNB63OfIF3QW{+lqKA>t2Ksx?F#|M_v7D*6ZTqtz*vIMcNf~J{8V7 z%`!GF*jOF>X~d(3s^E~C!!@oi8uvoBT4DGrZi3(X_|%vX#`I)?&Y^cv<=`FQFg%vn zQ#}Ids}>JW*}_R)OU>o@bXhbmo0T0jJoTam?LXAJ9z+9dk6nWfKRfU5sKqWv`j2f- zEny|A$yrD@z^woh!AX+W|Ce0IztHt-SMY8DCf@mQ%t+ksN#Z1&Q511P9fY{z-+tmi z!OXL_s-KXvFKC&h2>&&vx)ed1hDfk4r`g@~64PjTg8wmj2x>-Gjp<7M_Y6wM_HTa$ z3j0MG34K1G;MhZig2w*N&r3}03!xE-hr^hLd6cLg4aiCXln0cH#_R99uQE4TTa&1< zNE}EMC;?dD5UBppx^CcaVYJwA*{&Hq+ao(~@C9!aQZXgRLP9^r{LUeZ^FGElWy$(b zQV$A})0V-eMq|IYJrzV{Mv!L?$nRCNs9Z7>_Wav!Zy<%h*y9r5bre@aGt@5vzA z6bRq`(JT?rYypuN5u%BZs!+?PxqZmatG6Ft?qt}5xp<1C+ie8HT4Aq9(ce_LefR`? zMHj|9?iCg$FcOPwO?XcG2=V!OojLOJS#>o^5wC9_dF>4q#@MpTR5KJfP9MS`dK)Rr z3|K&#UWw%Kg5at@^$hs!4ALH@K{4a~NcC@^cMNp2BgX+XO4M6p>Lo31PAY>ryUoew zFZaQelNHuUioTfp_Te6{70A{u`JNRB(rvdw5cADKLnNLyKxl0qvCJp_eK$#|c#{=G z$=Af#mjKA!pKi46{cB$fW|%GQ{FWdj6_P&bi=GPC+;tcBW&K9^07pW7F6;`ljjkN~ ziA#$ge^eL*3(;*w+Oh41Ev-M%xE_82&mW)^VE;ZUgZ5iKm8T8zBrHCSS@G*qvd5KW zUXp-|d_WLi?X6GwgfaZkQXok%Q+a4W!=Zip4}<8fPaH1FBzjT?p_Pbr2BvUodjmLB zUDPbilquH_3V#rujy?|6~sh9k+HutH3p_a{gbvT)45F`qx7O-iTfzN!;P20bz?gOK~3PR$ema5x1Z~AMRnD45p#8usx=W!|? zTH==E?{e<*?Dk{AJlap5i|Sv`Sm0!mKZ?m=p4Zy(?R+7j$5RiFN@5-!z(4r<16J3{ z7r>;l@FMjz?yh-W{lJN!bATbd-?%{pOzTq>K7Q#9A?$g$?;<;s=f2|Ht4}&Fx+}li zg4GEo`K3^;UT}98yr_4nzBAHt6gU=!kc(&>aj{7cqs(=Cng zR-Rp0I===Y(>#!>mBFscEW#;*TG1h>I<#ZH%uS5C?}`(ItCbF2hf`c1EwGx}{}z_} zl%GS@s~|$l?z9Po-MFaHi*0c2iOEQl7ruKca0C$H%%cY>oL?KO_xYm|M;4vtNnc&NcGx^>OarXZ~T)jZ0aztH9OZ+D`6aIiZf9TCPQ zt6k2QLEEU}ChV`jM+o`W;jy_cfbwzGsQ!AFN!avIsYUemp%R1WQA`D&`FgJ5Ak%VO zAW9Spj>9EB7p5|0p1xrr3kc~oaWPP#{wF1gcxIGc(Ti${&c*gs*B$Oa z6inT`qui2R)hN4im+SBBxw<@qOo9}P;gT(7r1o`DWx=0azFHZ2m*f72R%_CNA$`hiRX>$YZ6zlA|la0@)2@-I@3 zi!0JZle_m3`=v6+;uU_a5*MyUS?oJ|H9*F-0CN?@;A1DTzIhfb?Es!GOJy3qH0&`l z!^e^oetj0?bL7P3eL7BRBHx<%vdGgO3;q)cb@+vAv)6T;t=}APQBRIuki&ZyFH;|J zQZ?^Cpz1-tb*Gp`THexy20`lu(Cht2R?ldG1O9jX)VZ{STPM1-;u^X}0ZeL)WVKbt z#$$Wc7vTCJ;*)=qsBt>)PB4FuC+diI^>z|Y6Q=&L4krC}ptWKjj8p zqOyG2UD7uEEli5^z>H;Npp6qc%fX^ay$M*Vnn^rOms9~gp1cHDdDzJl#bXKmzB|Hp z?ca*JvlD$C)yh8-{&pJZulAY21o+=6lmP6!&y*s-bcKHQ2)*PH482lU)YYc!RBVVO5Uy}aV}2Fhcd;@Zbke`m>&m=ak9Exfc^TdE`{q0FzLuU@cO zHIGWmHpZISd>-<%TV0MPyeIqy3n5(RVRnU3{-{KwFr^YOQnG;LH7PBJX@-C;41_j< z1I`S_4Jk8NZGHffS}>-*QpvOcCH&!x-Q1|L*iNl#z&XXDm38szmX-4Xvg-}9)547> zZwp`b<#QRe#+LRf61^f3Dn65MR^GkADgfO2^{+st&Nvxyjpmv)ay*o!G|RhWUHtwt z*)BN3DKpPRS4$tD%j4R!VV#l5V-{ zlNuLxTE7Kt{EocnYG2CN)tLZpLl7|LU9q*={>YDTc|c_)@RPKMbKGgM$spyBt0pF; zV07n-7{HeRlkVi-wVIVBZcH(PGG~PwO9wWbB`0%~LKH1}c)0YL{-^f2iS0hq{&*Zk z0PhP{C&UjP_c;B$qf(!uu3}vXA$WGKDj#ZJitP3DT|SyhHCoOoc4LAamfRS?fyY1l=cNQ15nv zFBmAD@`^+wL!Q`_eXsR!u3tI1Q^)x;vq*21?mu?$ylXt$ZCCoXpJ4y=u3f09xCRNK z9fS{d3<~W^hg>zYwo;2TNV6M85pSbHtHPZLA@`-axrid!Gvv^_ z*}Wh8Q3h#|opOasi-%;QoQ%0>4uu>XExz)!)qWj%W7jliD4{;9S^Xw~ zYJ5&vT{SNLNB@HQ7x|+qfyN^;XcDZecM_3;;}HJX5;f$(#S0MhbsbDu-G1}^kLG`h z?xI-TWlc(Xy388(TbRnW$=wVX8h1!ZCzlA%s-!{zHW|f+iE=b-+z1BDRrx#GsX z5)cQ;9i2qxAc29t_QtI+YxmtY8x(bHv1!kvwlC94GtK}v^1e+WC*+=761Z(DGGmx~ zt=TstPe~m4Kg%QM;0doUQyxTq!&KpiTU>%5l>*6$1y?7awp` zk%JuVEgsIfdWO&cXR?hnZJZL>ykt~(+!dOAyc9?w>i#LUNLSUVU)`>m?&Xh9_UBV& zRN%LnVh{nR?2)yelR?(Wt_{9E?Z6;sm?QuAOAhxiyY(`Puvo-bl!+YWAS8DCK2HJ$ zAeZ3VZ2?uN&z-vz>+acaTV=%k6`AL{FV1R@SYvze_FF-BoV}cTc(iB^n8JPAl=Zh& zDMlXQ$NY)cZ?djMRi$#279j=IGX89H%yKv^&icfmxMk@dzRz_yvPw3FUAGNvH?@I; zbSzU$Q++@^l6AR{9fBlz8qgtF5yd8ZS|L5^Op<*Am#MVZ#UW-`_6&8y0&^~E!puU z#&>BiJmG-1NT91rj}zQVG9o*z82&{866}0%SuEs3E^*lsb_ZQE_&t2`^LKP{gj$vt4@t7xC{eYW|j_OICliI zi0(u$Z_=sd*Z~Ky8zPHRZl^OF%+qD+rBaWO2IT-AADCT~<@lUV*NLW$!;^ZO1&yx5 zqxf9>dLmhC5qU~-f9H*<2l}f6oYW)s<7gr1^xFGTeZ8LLLx1(+I+$L*Ux z`;VNP0=jhzFJ$&kX}f3kY@H~9uHTPIp}djoY6H=~!IXYR)E^o0`M+PC+yp zuUg-}o827}`|}x5^mJB%O83bd$2lmht8iD53;zi8xvDxzM-Z3XG{1p(x`X#)6>vO9Jt+`aE0jgo(HLoQu>^J25%xu`(L> z)I($WXQRU{-KIyNM`yRjo@5_KCYkef1zi>SoGjQ6UCFf_T?_?d%bSYsb}yGNyL{=c zXZrAgSY9$X&}mTw>BSCQJDTka01v9@4zN-<_QKuBYQ6x;H9?nKZVrEIqypFinCpLdO&jIV z@_2FrHA)c@isIF$?>@huJSQuy8n>v}gwsa+7B2r~)`M}oNkj%QEkc#qCx=sSD8}DY zmN>GGoSzW^0niSz#!lljux73U-@(l4vI8WHZS5B6BysTW&d5Wh7CDtTf5MCb{m;*u zNaFdc!ogzq|EY)WhbAKTALt)jQ?ebi20P_U4f{?n&fSvlS&VuCtGzl z-_>5!cJQkzC3&vh4X1tcry?JYp!$Ahc2Z{9_Lw(&h9_VBAz(({Sfh$gsQY$nE!J8| zW7;%t^)lg2X3m)8+gBwr1lmk!07OO0zwZ>4u776e3GpN5#&QeR0h>{vSWo9q@GNU5 z^ahyxRBXX%%lw{Ipd8rTKSG%EGQx`7eacZL`<D#R++QRe%*^o-2`I{{w_0^aK4cHt}Ky9>%pxhj-QIxk7)`^6#lI*$2*J4c$tyf z?VkM&Vb~Xj%^;@WQ}pQRA5DcckYK}OJb^wd(xeA@uJ;>xHneg3G?CVjO1Rx%tsE!l zbcZ`6s>4iC@^Q2plYz*i%lq+(U{Zle)7a(U@emz_Y55xH;VPmi(Lct2LK(O2np#F< zkMS&rzSW@0R*M7*?3!nc$-VDZYKe?crc!w*vg14yLHkm-90dATuYd#{bm+@NZ5PQi zS!GWt9TGZ~WL=q6hlBz&*4kcykS@QHY7{7H&vu?Et3nf!&3auYiteirO|}5B4GAVO zx7a7vQ7;9BFW)p^Q&*$D!9Rm65URpkLPSaI#PKyoytWH!{^8t?yK=WAcIe59Q9DDr z4SyfBW7ODh@pHMh$eT^p5Nc2lCiwJYE-@J&*V+=QoAPsE2-y>F`JoV+1u<|@{kfM3 zL%l@XsHS`s{r+ZE2b)WKUh9>hsU@UI4TCjxNOc^Z3szQozFYY1+y>q^29=sTCn<%B zbABlJ_Kwy#Pl#`QP|c1|3Qt};Px)nKD9%4^ydktFQi1sbc({oL%8PGtlYBf>#}05w zxGMLhn%N|2xIc6z@zcW;*dSD%PN>80>=-l`Uhg(v$mjRm*__ULMOF=g7$zY9?(-{)!M z+~tXCh7N4q3{s`Fgk)<5GeiG8ro9=BP~@DPuFBd7J#Ro2vDqVQ938Y^P>kg`HMSk1 zOohr%mlVn`o7|0l)ws#AzwKbg?3^IF!a*i4$6D#x(5Em#OSs_kw~_u!I}0XE$cwg*hoC}!bw>;GV-ZtJ z)EL|W>m^4JlQ{sx4<;!bT|As+N49d~2*X$b-M}yg1?L zAo@{U!|sEzp$&}-&Wl#s8qzR`^FG!7ds`Ej6c9aOp%2I2qlE+?*Ql+qI@uV>%Jqpg z%*&exJ3)4?E`}&IOyn-&zKXfQFg%vHm`Iv_>XMmqD>V?k;iAj7l?KmE;t8 zxDJwrO{coBjbtVK$Px?)uV?GB(&mZ=}XCcC|Mhbvn8;!!W%v~Na%`jwBM`XFbtC7XA^*^YaE0ilE)MDWAi) za}6k|Ml){OJZ+!^bD&_skly3p?(o&lGV0AC`AGv0 zGERe&RLeM?X{Wuftqq#=voxW)t-_gt_-PIuZNU-XRdjjCB1X+M2h%=|xwSWIUI2cB z;>6Rimr;0Yy#81%bE9NgEhxCcqR13k?y^J z-+m4}(UpZ*E2GT*(VQu>Q}h%8V;oUFeK}5`lodLqb52!nwTS+P6;>u2oUmPiia8lD z8?$z!#^uH{fw3W%^OlgdP3nmJSfe%p)vNY@pMx!prOZ&4jr|g1J^(aGr2!Ph!0p-J zhR)6ujA<+-X`UM$A85#SP- zugGpk9Z*9ueEx`04-W4i_F!31oR9vz?Y+7yt21Lk3T}nsK3$&J)T#QEk&ZT|Hy5o2 z_oh63u{$5|w+ygW!~8-WRAn8KiMh)g<7$gOapIhh4ED(eMcOU`=W{!t5O5QH3CNDQ zhkU~0e)STPR0L5;_)N+BZVoBEL%Hio_1{L9#2k|CX!wg3h!DNI-uGl&7)UHN+PCjN zUb&B;ar)i5JuU8g;^L`1ut#v74gyvnUgIX^jjODTpA8D{4^be4Z=(LTzrG1>J-ruM z2p%hN`f+W7AX~*T-X@$fKsPJ&&kNdLTpp(I!F=__T(50s+r3#OLnRTDEAY`0ySLn; z1=J{}6ZFRd7VT(%A93oovl6K8V60k$xLUUnA5lwf`aspHgFF2Q~t#-MB@ zF#m)aM;~gL{I48DvcyeP1o07UAt|r!9Z$r%l};6m;ee^Xc#2rF)D5>G`nPMlFf~?h z5zlc>Jd5@wh6c%jHyXMNE^`8M^o@yNV-F~rM7&gR163GS6EcQbW*V`U*7ay=ruNEQcEqynL@n>54lgW zpp~VKO)S9{m6*v8GAK!fs-+~uGY5xOHaRey5_<3ZtPG!03M>huV|5>1_SzS?D%-fU2QiFU@g~Hr_G-`WMh&`we3>R(de4 z58z8D=+OzL^g>;$($tDbuq$1Ox61JI@v>Zw+E)zF7UPeV z(v#r?I^mEKu!@Q!pBdlND5bCYJ4nfrqH28LfJJ}WceD=wV5L3%2Gh@ya4&k$y}Cn}4X(MkYLk^cl(NKqDvpW96G{h>{n6`$^A7KhVEa59nmC@zDw8sr_v?d+w&)$6)1< z{o67WjLx~JKThW{ve7T=Qpi*vMe!wBCM^~>W&T~wkb&Nb4X|SGPf=)s@ z8dX5G--+aXIIC^GNKRn$;Cz0hYEKE3dsxDK;{oK=z7^;j+atbHXx})jJDbxo&`gEy zZfH(S^OYGFUwbFr#j$+02cvAa@&Nhl(KR@>1MKUyH05)-y2v_b4PdsZ6#`?bj+D@d zG`U~)b$S}sh0sGKOWWVVHS_I#3_+|?C+J&Rwx+BdC$7;ot47LW9j%pNyMk+Ge`gh9 zi=V0&1Bzitqy{q>;VI)rjF$e#p`d7VxmYcRM`&+$J*1|+uM#XYSVCT9c<(QG z?ht(A3;wucnn9z~5JeRpH^I=Mv)kW7n@dTKnS4b*a3GJD;MjQ`LaxKuG*2=0^Punt zPz$}NZHL0wCQR=;Gws$s_U*Y0Z%JP!M>yrFxL3oTSI}7#$(QX+4GscZ7Kn3(%J`Uw zdz`c?$x1FlTu&LzHA2J=P6%ZYxum#gTE?0y(O_$Ah-aALB3X*vgEQyo;4ig|aogJK zx)KTcffIId*Gl_I0j9q`p2hmm_GvQC+0}i*cO{ZLg!+!r?gGwKX&gD(6c&HHbcTkx z54r`m5SQD?wRXo!#%Hv@z8~uPEvXeFuHM;Z?UJNwIO%1As=e+Me!~(%A(qr`vT|iN zl8P?hzsY1gdzg(jIY2c)ca&T9{*F{1JV4gH_LBkZkZYJtR_Jv;QX%9Zaph1jrWhEk zY^kNXKBY!p5WjvHJMmOf7^qpgSK z*YXrFpZ`WhFX76lDI6H!-DZRyo+aqRC#yc}=>~EVa*r^|Uc%vFkxWkx$@KP2^goWn z35>#42BojR&CHsE3X!{9_;VU3_;Mr)^ZWrkI36S`GYE}Jo1hm}H#gt}_CXu)Snb0T z#9N0q8=)NLki&86HML2qXqPlq<02PK{m@GLi59 zP7itZS5$9Uo8QB=Tiq&|h^u|NuVRbAM){){EZ8&sn~+-kZBLgX;`3;niXWh+C?G3& zkhGwRn*OWBE0s>a@)N!1|7$}~E{yp-&zc{)_Ek$3Lo(#RZ6_wzC3oxxL9#me$wlI( z0tpZJGO%Sgl>(nN=)v}KLr`7sg7Lm5wM!mkl=~Rhml7Bm7jKf^i<3uP-Sh2L;`KdV z>OTvdoojMix)Y((kaKQ$uMbgJ>i;#Eho@K z2e~@}l;of`S!-yYA9bw_P_?+9aKcz**6Wos4ok3wMpQspqE?NZ)@qIC)nqFA>)EHS4sy(S%22)2CAA1(ItB|~OHn_MF{t{7 zOa8++FtEy4ChtyY`|g)uy?(z$+|1w1&EHi}=mRjxpI4Xqg@N)^HR?wA^^HLr2ZLvC zeQ38Gr{8&K1QVt$QBNn3Y+SQCUjtFAS9G+&`!G4#s5`7R-`w%z)Z%_BOFPfnB4l#Q z5@M^Y#`#$ftN>bjEWGwxTE-adh_~I4Isrt)QP^K@^-J)$i~BZX-QWYkH;m-$q8`po zws;rZWggF1Z0xST^IDVs{4+4X2w9|h4Xa}eBsodp9JxnbH{VlJK7+@KcX!O-5kujt zrjUb&$&&)5f9BgSOffBUznT_<5KdPt-5Xb$^zn~*TpyV>H_o@qP4xQvbu=ykKkE4J zT83c7EcKSAv+W`)*w+b~;AH5^!xx9-wIoO?E77mPis0vjF-@bqYU{zc+z;KrWn8+c z;Sb>7hB~&liVOKVHeie@Pn7@Os+2d z8B()@j6Jq{wrvKhk31p4;QzonQMX>r#F7ZHd%Z|qTT1kYdaC+ zZ?LOQo6>*Olz5+_+;v9ds}I(j@kcy*F@Xb1f55I$LG}6Ea}?)4RJg{Yk2A82Z6Rjl zx+(6iCkcHH^%9*Q}4 zJSZ)6v7QoLvSyKR__ zD}P9mrySgMex6rM_2m5UKx^4>Tl{&}x2Hy6Vh{y0P_$1ebw>uUcuq!?8pt^y>#QhQ=C!6YKa)FvP4OeZ@yzJKt4HD-cS-d!}}TT zx!~cQz96-|V`P*QO4+a%s1018_g!QL?yMwn{$DSE%}(V~Xl2(z#Zrot_awz5{Mp%@ zH~r}bFHH;nVA5WK7hR^a+q>X$4Uaj=qtf(iUR0lYp@FPhX@{uiS9`Fae@WR1JD}AG zz5;KYZ#O9MTF)Jt&V0f7q6I?WDg67;z3$X>K*xvk_(-Ekt;Da^%rNI(ttY4xUTQ_f zY{BM`eKia|`Vy7Vp-AM|flY^Bs6vSBVa_Z)j+BVuDy=uB4%BJ3L$=J|<=XWdv)+lm z@4GI{b8vBwBX$oemaZ%ZCi6R|xTX>2mhI#|nnVJ?0+UzUjpD3lV&~zOf-m zG{EE+ROH*xr5ClACw_3mH>9JBSU&cqUsLt=L7P8*Dx>YRNZxf{QqS-&(?x#v-6sFy z_AsK5uRM1n9G@RXumi4~YR!R_*As7dgp zLZ|-ete2oyYEoqXab)noN(Q{EEfVyFJ); zskNpkaE@S8c*_ekS|F2{-tw^*TH*_PyCFe3O>i|iOrg@t#znAm1>Bj36Ppg5mDG6D z1Q;gk$CPi^Hb;89H7oK49^WIBB8 zzS$Tg`r_*0;)VlSx9ChcQ+8s-mrztLA)UIP8d+_?Zw#C55ZH{zC+9^$uE*p|vPHLB zP!vT)A6vXZC>C#ozAb_XNJnEY)M5;ZLezhy zbGww?OrfzBW=p?67MI#MY`F1^QC;=k!NmfMF;<-`_w2BI;Ck>Is5Jt?>2EsA+w z*8pawQiwWO)B&oMumm=lx*Jl420A@hiX4>k+UX+Lez)hS7eGOL8!n`$?!a*CV3!-D zEvZEM)$Ntw1v|9tocU~>B@>&H6&4Jk?}1n<#Q>@!5wvy{Bp=5|Kk7xF9pIt$4?y7`r)prPK=Rd}zDbEI))8@(5j7^0utkQV7jjWMF`Ag>&+ne_kg^xXkXHBYn&U8D*q z(u+z}q*v)6AO`701f&QEQdF9h1W`bmGzF!KAkv!xN=cM1O?uUY4pKrVK*)W|_j~XC zpX}Y;J3Bjb&YZdW#kVMjn+O#dbLa~h;+X?SkWk~8VH;W9S@*EhFwp-Q{sy1+oXAHq zvl${kk^{pmKtm&W9QEoJzbS9)@Fk)n#-42HoZXT4lAs;0B*V9@tyt~VRQru3f@@v* zw~{@A4amfb{2s0KOI&dp4_&wM3n)df*94)J=h1(-eS@eE;%;eaF2i0gqYT`rEE9+Y-9A=qxI*ZVYmNq;+%2!uTaZt z(p|2|8}BK6xWu^0Q-KZxM>AIgmGS5;$ZawpB7G4|XDb#IIuCV&!l`w$B-+oWTlUNy z_(03m_ujj12M(Tom<0HvvgZL#{;Q=7k|y<<4N)s)WIY&v%96oDtt}bUM>i&>hx?2y z^3X(A&3&&f|C_IlJ5}rCEr(s#%+$GKASz!XL%`dgzM)47%%%$Ot9SQqq(3$uQDDiF z0|*`fPI!yj50zs+!MT8(@XjeN6HwErVRH3j&xYYs1Y~NA9;%G6cg!dI1grZp*(~bN z5F|23;HIv#+d(THDKTdl;}z4ty}3>m!dkO)6(9ft7n{sb!+n6sgU9q`Zd1Sk#_drc zo+S)?V~{Lq_L4pv|Am4~uYOFh--C8W@d#z|_SUq2 zJDG^|sNz^iQ;8(C_PpT9wS3iM3Qw|W8r#?043}Fwhco{gF~Xyg5%lSlAsokdGxaBr z-!Xmt8E{9)L}H0?0eFUmaI~}}4UOV4vSe(3pF2B^_BS^uP%k0fJ88XV7Azc_Lrb7u z=xaKNJ?q2c zc$u-qf1n}N(E5qmssk2nTJ^J`r1A#&FAB>hE3OQM=}1bRjy(FX7t1kd=Q2be)>w`n z=f+5O9#)d}r7Vqz7i4pg3Qjz^+V?Qni@!Pxjx?{j$8Q3!;1Bl3)419^?!f!pB3C|9 z>22kkf)dJJJR6Yg3+x<)^#9<--{B0oJ z!E8Og^0(CXHYRr$Z~~yteDLGy7fzejA-}=!X zKA3)mbcV+?dOwD6U@C}eDP1qab*6g7AZ5@;!Ary9&2BPjO5dE0CZdpxIE!wavZ@=B z0lJRm6ZGozDEjyj-!RZV6g<1@h|Q39q@7wEKd@2^<)_M@GC^~Hu84Rhzc2*z^53T0 zBr`M+XQ7yX1BL3|qqKSplo{2b?Q3k&yrJ>FYD2^q*655bgggwR6e=aM;fb>@*76Pk=$ZnFwvPyq@taNg(&`Fl5 z-#DzOj4AI@klbNWO~m^SoI7fN0&Nt`8Y5mCyq21+^ z>@W7sFtNe5cfSz&6-i?5pMZV@Ifnmo(@Qk$+N6UbkN*ZjDsSu<7}G6pn!>ZllAIcs8rUHE z*tvlD!v?Q2TtDV7hiXQ5vihA)=W`J2E%H($2uvrNFE@^e{|ttRusi2#x1VPVV}5S; zpKGY#wo`sN^O(rAh!=ek-J09STUva>d&cw)>uqvkVn_`#Crkr{kBb4cgCBjhrit#+ z!Mj&QSLenTC5x8d(ryL}sbCty*tyjVi4A|-HWTdmIrJ|s;eGCIj&^CV0lj4nq_Vmj z3VNQDCqBLd=nh&@b?X(ZkRRYlS^)1+pPDE};~gecv-?|gzI`EOA+M!r&p=xhFaFQ9Bi;Ke2Y z$u3+S$To%ZwC#IWkOvLITpmEGz)Mp8MR#{X3E!!#U0z*g9{a$~B+l*|o;!6M##Ns^ z<41HrS{{U5J~?YFsHu$nTo_@KO#*5yumk&id@qQ2(+z1!-a`EnC9M)}P6nURsD z>^|`{>jyvC4({nJSwocuvn1>uBJv;^aTDkkbEqK<2)X^}s;NHE zzEaSUbdc!4L;2!}xK~iXZC~LOro8y#Of|!&cZzDA9u=B$;BL0QJH5$6V!KMnH9=|0 z+3FaR0_`=`lJPba5Yr*UvCp7@Te`RP2^odYrTX*x@}=fWkmGD0 z>14LX@^{cHhY7yiE>ZQ7b5;1%zf2!a>=GcowFZ9=AjP=uYpz~bL-sy8AIbkvmv)J< zcC8E{3W_=im$n{2zk_zbM&mqE0ZVq?d7Mz zmM-Tdr9=|}yNpuyO(*hNIUK`4V3mtq? zwrg?!6AXC;9E3|z_xyfJ1ik^&(R=`Ib3ABpQK|ZlZq0)HMSczu+xHmr6>RQgL@8V4 zZu?M~s)^}^R|?*e4%Qv`Wi#T~88tQ^?p}S$;RU>CYo{r|x%Q0Vwg8VfbjI!PbVBRm zx6=7AjMWJqC&z2>$yXX#mu8`YV9DGk#4%%_?o(oe{5}E_47l5u?AHI*h}=cysQAtY z5afQ+9RK$w#f2YgM|EH#h$KGHu4OL$3o#f+;lPO-`Mc`<@FdJhL)j5`tJU>VEv3>0 z@<@N;?*>8z%WV)tuj56vUBu}<&#Y1RP^!LsbmfWe>OmJqa@@-`<9;9i`P)7uhvfPi z$+quHyeZ}+WNXc3GmhNP;7Nb^aEL2PA_q^@e3U2F_7$IXL)|cmj|c1|nhEv|`G|Gx zdzWW}05ulOG`gjH1Xke4jXU!%ht?|T8R_23=%0gDt;c@22c9?yOzoQ{m;$51*#_V2 zc>Nzpz6^KOD7KJLo|IpjS)>uxC4Bl#j{gwvf|0t6td|DlbOKNv(4A%WwSqn{JsYm5 z+bGNXuAH`A^C;YYZEZvROa{>8I8{p$Z&XXJkuk_e8vQ`jc1uUDik>>T58P_=Vx-kb z5N`$QD?82<4w8hbu4-!E=kOmolC&_~v&Y$bUOkMQf8FQmbgLS)@FMG`RwWBz8Lxd2 zDjl9P#I?k@Vg`^(HBe7V>6}pQ$pJ2r>3>8!CoTmL>%D=JR{Wq!_ ziDu-|{s!umHm^5z_;6o#6xy>l;_AS6-X)Ip>ZZ}A8=aWIn+MI)&?QVi(&3Ht^~?=L zNZu);({Jm0%F=h&LwOrS?1%n&Kl~vVvIKGd!xOo8K3h<_<(w!p2pkiC{dGRcnDxIr z^?XAEQ(Fc>VCg%LDF$`PHoNppzKLTF&T%8=0Kj@4=Q z<_jfSuWm$I!kba?Galh-(#8URWgkOL%jVMu?!WMKXdT3|=!YjHzbKC} z$65CBS&UH5Le7tOhXvVwUpwirc=IB#GoS1winlq|8;To*dxE&cv2p%D%= zuy2qW`;bhzhdS@xwKhXZ<8@mqFNv1?W-d+l2k&39ctL5Py@(biBMn#`(~9 zjymN*XR5-DDzf0Qvkx_R1Z-*BjVQ%2`(B^V=|hg6tm_dtNDlqAXqZeTjLSO*W!3jULUFG1E9>d$uL8B%trpS%b72H^OG z)2L{!LPj4T@!|NH68FFCsu7RfV}P>H>sQ%a&eB(Dx5RVBgbL1^f$NrU{raaToio<&vP?0*|1GMXG=X+Xlu=*%2O;VuGrtca@6;BI zvnQhb-)Lj^ule@;VJ5=-g~{pv zmBWlkGMIB##t+Q5q0ezMU@!b}O|4hMIKQy}2KBU#6b+NFvi{qOn4xeqOF5aMY&V?I z!F;BrRpnO^>=f0(JI~F&?ucRtTZjE}8m0SPbd4odpL)z~Z!u0*c5-4*1lz z=FOLxg2_iz4voLJ=oyc#7FB;Yp=M}E9`e2aD}sd1P*|M`jSQtjb1Q%O{AY{TFieOm z=Ee=qzo~OaMb2%=v{va7L0-O^J(lpv-2&(j*;f&5DH1I6-DEV4;g8X9OMXR*E)^*@ zhi_yRV#>z>^B`#5MlSFD&0^n|T(fYxf9DJPE zl;)iZglhAi;h~bF2q09mdwo?a*beCBs@W!Pf7as}i8QJrEkFo9sikdN&8ZXIhXeG zev-JxrJG&)XR0qHNRd`8!je|H?33AT%FnwM!wG^(Kl7LhKVC(3 zrnw46xnw? zKhxrrj;JS|U`6SfOh}AXk$C68y{0Z#^zdwp<%{%54xU&p@!?|j>kqc<#Tc$+42e+Y zINgHo2EI?rqi~U`&Q04>>66qOo)FiZYL<*T*yI)2h+F#;&-UXmFNGE-cqA`#i~L0@ zq*Xctul`)s+0lS0&R$HOqEsjM-WuF&apof%t$4@9#15<1_$CeQKSJ|4hy zzeu84((*D93+54$0X?;N2hbm^IWTXCY8;Y*EK@31S~=|KBpnI`*ZmHt_uaR)nDYD& z1=?h%i`jo)BOQCa2>SZbO;o)ASx}o9g;d;Xac;-0oPYi8b&vYtB9As%DQB4(>dn@L z6RjN?l-MD*vqSCCPCAoEpcpQW?DZ70V%T`VFTplh&u6S44=n{<<7=NMf_-hbfUgPna5c|@4X`zOOO<{$U>mxmofpdT z>SqSCBR%hPVdnMp7px606*Q#VWE-U?j;4}k+K|Wug$jQxy#nQ*S-0hWZ4o!QBwxN4a49QQ zsFmYy`u^>FszjUUKR5bY5@$JTW8oDyNkR{}*DiY7a9bxY7Qx<--q_UeRo6T5rZpg) zc)SG^wXmMAS&c`MzFsURdl5~#AIO2bKWzc^$8*g}y^uMss*C$n9mz;_jZwj_*kk+} zl}z8V7^YNG$Q-83=D>0Fp8JU**l+(*l=z0CVBdW>PJg~<=Qeq~dz^Dt0!^*txAB!1 zuSoP)=y6UxFT;g6#+u%(QM9s-Zkk}Ep9Y9J)#ZPWTz6F8QT#fKelTwex4&6{yliaS zw9+B3ie6cMrel3B=_HLJK|TM^$0R{ptxcP`otsIYzj_hr6tDi)dxwXk+mIs!`|$YA z;w`+t$|AoW|6e6NHR8Q4*2v!;=Qv&>{uD^N@(Njr>S&J zk&omw2gTNFMUEVpg6OYM^VHGg2psd?U<$hCawyd@mTmwUJgzr^>GH>_T=Irf+hF@+ z6v&29If8ce_%hT7=s_DJxgG`ADx^qDkgHzDzr;9YpcM-qs7Kb7Rk&(r=md;E{Kb^~ z-YhlWX93n2u08)T$xW1MC`tDkM5!9DKw-KSY${*$nw)v1!b?0sZ$bBYD5s)!d!1RM zwp!&a|R_hiI@@{f_dX;O=9)z#8uVY$V%PP_|OhOrT z-`~1;USQQp@s+H~Y1m?2XMy7G}jDnxd;#`CB{b9)!mB@hKg4d@N@xD17%qd@}^U!Omr{AK5UuV>Oj*F_U_0`A_)UKFy|2AjxmqbXwYid+xJ&iJbG4X#sWcSMJCpG*Z;^ty+tn!^MkwTStDw@q`4 z-BCfDW6v&FmA5&CRLnf!(y6s`lKH0ZOYg0<|9VaU4=3h)y9$v$cyvgamL@i z^g3yl&Zz9eB_&0-Ol@1*&j55FOLPCPz0_diFZ`og4>U> zmRV0YLq5Z5i8;Je<{Y^+{G*kt>=XglAEZe0JU|6>shTpX}z z7Pr#9MALue+A5p8DYCHb-cr5!FIuQ7%|VePdBPp|KFAa8HUi2AVLCM5BH?lx2x#X| zjet>%hk`vZP3Ws5CT|d#E#kaqc=`fcq7rGOB>s%V-%INAmF~!n)>1Y2W;$kD0_&Ye zYIVw>%4Y)8WjCeDxDUOP5t6w{BsG|v#No7rR7hpR+|B=23(!!KH~ieab2LwBM;=!? zp5oIZ%Nh&NYETX>T#`lfrg=w|9$7x~d%O+l`Xy+3Hu@_SQ3j zRfb+SJ4!-Mi`3laXw=H@zl(ej)iGIb0$=+}A9RQXor-=-co4?)G|IfAifR0}uu;k? z`_E?2llzOEELq2ivu$1$#IpPT6E%s9U0(AW7y zq~(?BvYdqkd`B^b;Aj+~F8~J@_CN6(rbSz;a748L!5qzadckN8PkV z8}jCdE?A}-!#xktYokKS^pzG}OLBAS^ACdk=2p2;@!|2PdxJ82N9S7(KmS zZuC}TbTh{%Kvh@lCXVNqGT9$cy}V^j$8K=cpJGJ08`DxG{OH{UU)Y9F7%$$UG>Vn& zo~}izGzBqkR?6?!_yF<^r?*&--3dZeU49$=13@0r5UaR2L0h!XE4o?5KX_?5>?aSW zEmbi6@tq1=1u`M)ezCiN4K7toYeRiRVUzWt48`wW#?9*cNA*^7G07A)f>-tIwem{L z*kK9Ublm|=A7$XL_Io(D9G}^r*RpGQVyQTbFEA-%NUD4aD835&{?F>HCq z@7$Z9JGwcN|1I*h=ICbK7QV9f359>*9#rrUY$$hW)jc-yNl{ap|Lf8#-IYw^|Nq_z8)*jo{Y-uVH)(|$4b97aaOWGzD{enoyOsa+Bu9VjjO~@~j z#gjD^obRRW`tu^w?~A$*_wrbnl#b-nIk%tA)A{)bf(d+r+gwDV-f*ZjGU8&4#f(n)pU%E5wT_$Zc1j4iQn%JD}v$WUBjrA<>v zJL5&Lv|q3CE_I*7{OIf**OrqIkRLsp^lv&PNrfa5kC%Xx5dKE+?WF=*KFhUiTQoqJ|9*u?MdO4JxUj~7hnA?sxRVXsTqP8Z4f6UQU`u1l`MUYQzv;MMn}j=j5drbx!V#Zu}qy@bZ0tcsoufKgsm+G`-J zWZEYSfIE_OC>})e+@=&Z(A<5_!X$Pi4>~R$sc2q-8j?dx^5HQYNT!x;RYxnlj=&yw zQoDNlk7uP@L959-n;H*`P&(|^L{}5?GOlnh6K#J2h@jgpLXAU~IxE2@eq@dye7j4@PB!Wr5(=E4e|Sf~u0KneBXNh}?W@Oyf_n^A z7ca$|Vc2m+?J8bgI|`QI4syiUCH;5v8J`oB72vm25+&lmnyDV;I_=U!v%mpOZ4w=5;$3^GKKR8>Q|OunoqL)H*gf33r`C;kE-J^teHSRxtJIT07pW#3wY3 zF1dh=hriU>6F_}aB_B9%=H8RUn${PpO63>6IEBG$F&fq7%VEX`s6w{%~0Me z$0^PgCxtg`(J6x0`;Pv|XdlTVp^v-eyE(2*r{&M3|ufAKrJ-^O~ zPje#m`hSRaLrG0nusbSm53vm@`*j!Bxx!1z@ZKL(|F0?My?9J!B8>ns8VJO%>vqJg z4iXBN9o}3v6UFF&<=ZHd9li#F+yCv|+|(JXmhb+e?IIG;6ahqcj`C^$E%v($6I6t% zm?zsDLud2`6l7B%dQ~&jMB-dvuOAelJeQLf zVNRJ-1Oq+KTrNhjo=n^jjzl2`POQm`QYJ4l#pGG_==&pxOgu44>Zb6RWQFo97>j$MbLM0hL}e+e{+9qX zVa8qb27WvazsH7`Vq*f3GRr>pfOZ1fL=I0evumIJO{N@}YP_lPA@)--ZK6CW4ZbsA z9V)C9!|+yY%?xABP+rGwP2KFRSZ`N1&q-SI>RnZqsbKz`BA5%xwDh?yAW)AoZRJN- z-umA=+y)Vnb%Z3fpuJkkj>JFIQvq}8Znknz6BY}3dahs<T@_N%gUW)>uQR$sSYjjDI9(kB*2ETo7Qp;%*}m>zVG%IYi)-5^O} znX>b{PZ~Lq5bDM4?mX4y9)GxWrhioxnFzac5LC3bGVcCjc?O|VEz=lQ2TI(>P7lTC z=>}GvBE1@(1Fd>B-8xb81tcd+c!pz{S3LTIAqQqmyJYpXgo~77-DLpC%3q9 z*BwMFFHWrPTg>e|yPd6uYP^7?Z5$7rZo()=3szpP4)tNycIO-;G_qH!JQf~i#`Gud zNmHl{q<8=Fg3NS^nm+JQe<} zYoO87QJGAP`~rE0K*gARQgFLqT*&LIFL$XGn2oi0sGBJacV+4{wBH3@G^XCaTxJFW zoQOx6ea`bM0aaP3rmn>ri?lHiBHZ!`rnN7WLFqze?_NxQ-YJ5aCUSfycqi`1Kl;Tq zyO}qhpf3HEGC`MXwvKZrm@MdqT2zlB#S?*-(GuhVd=2MVb*ef!3n!SmWZ8r;?9YXk z5hU*i#12>qpK;+?HV3k@AsEL=zysduvE}1dF_PHiWUX*4pZgU{15;(-cNyiwcv_gP zn2bCAQZ>h9*hG6-!HU=dc@^Rb8u59TG{ojoV_5E(le}Gs^t#^zK9GGeAa~ovz6%k> z3CyxWhYHi}ev%GCCcYG-6g=b`x-o|)4o>qYL7aKJ!Upz3URWe8LY?gpow7v@(#e|B zg|>lf`^v-Y^FBlkBA54S340~WHSX}B#D7O@w5nkjw3(Hu(+gS^_^n{|Jb?^WvfH+- zmpOFeO#hy#&#XkK*KH%2=e&Ii$N*NKKW!zV18PeV~7%s|dd;(63{hcV}3k?J?Pv!7QSEJE6sgE%#x{2am2n zn8(n>50gk~T9G5^iYXzo_+XUmgNCxqKilT3M^(>eEqy5xJXH3_8JxIYDEw$J%kqTj z!iD&E%4}9Y2;X?geUbxW6v<4K*F03+j&-05FlWO_kB--w_WUrB`gA=+?BB;!Z;a_% z4Wb?-#~%w<9*7ro;L3k8X?tKA-O`-W-9?4-z+`mZFg8AV?v=mt8v)R<*P@#QuXr`R z9N!C~C?I8>a}fC{&rX`8=Qk;n2r+zOm_ zreOXRhndbN#;o|%c+w+HMYziX1mcJE?e)-mMX*IBj*~Q}D>(OgzhjnnKZr1QiB)p! zAiCFo)T$wfr-V+2D;$nHZ11Oj(w}po$XEC=yG3!F#!=3+;n!MROtOmk*`WtoUcXhd zP*U6IvvZ6aW-w)Ju<^^)T~6i1Ca;Fy-!&4&sJ0|dra;6mAIww237i;3FL(G^PAsqM zjSf$2BlpS(w%bq>P^JL=$Rp$#?0SO`Kv)!NkRnlC5XJD89cEhIzjmTq(}%1TTn3k_ z$x)sD2Vgd3T=0*5#MeFJ_=NfX3yf;FB|^B2c`V~@FzalEcRzA(&V=11dDpGGA#fG- z(xf~0C@Z;3`E7FObLl#+k!rYyj0yUbA=zt4R+I05ZYbGM*y`=+Tun8ir-R$;{zV!I z3T=

P`ZsdYjMxseImWN8ETcIKXmN<-I|Yg-pl|5 z>#*F{UlgaG|GSzt0<-!8#FqIMbmIwd=N#f5o&AtEU!goH!zc7aOY-93v8LQ36IML? zoD6r}OZW0D6awg+=NMbeQBngR)*V9AJmpa(Z>#+-gO1U3QzFFsFRL8&A-SUS7vSm{&A8SM~!a889i8{yF+`m+h1@g$&n1TgjX33l~ z|57X-$V8qM!gx_;q(NF2k-`;ZGEXYkKB>Q_a*Mal$VxaVdrxZ>R}XAQ-`QiXg?TB- z^;-29;k<*EZn2Lvxdi`eLto~ZX^!A?F(z!-0rYKi;IASYiM)dZ&M+V{&3zZ)^55*9 z*swug9VNcsqNGdQt2muwz73s%*rqEk_=`oEzc!Z$FN4{eKfnh@o&V-|c^<0CZ}AW{ z@X^$UmVYT*j)*gM*kZc7g9 zuRz{woKL8@n8I}CyPGKA%l-}u7%biaG@yv|$3Sj_SIU z;ph*CoGKE~Qaq&7x;pR&K`A`z;10GxCl<0XzQpEm3ldqFqzBehJIfiZwZL(ge&xYI zq6D>rOrG4xeR)hNrs+#S`Wp`48(VqEj0yI?Jaz9_9J-;5#DuM=QIH`~dl;?yisOMPvlXW8`1^R{qUxif}1}H!t}nG-=BNizHKEBq>_iu@m2ArqK73Gr;brg>sdQ*WC_ewYWjy#0cJ;*K2h>~;Q62%q-ET* zUK6-I-=h`mgS*w=HUKQR&i=Zwz2sTF|1Snib0vg~X zS4K$W``6LC(Dmj6uU(JwyyTsV07av`gP~Chtm@>8$#(T;VlgT z_u}T+UA5CKg*MdZ7t1)XMumaCzr~_wrp}G?D9}jWIcaB|M>6=RZU~g{3RbM1kM22> zTnr+Xz0fBNj|qKl^SF-@vxq{Gxg=;TxJu|;`WR=9MBD2lW}r;H1<%p0HQ9*e+Rop- zUUU?~nUGAB@<&3-2C4x@tKUxEQxUFMH~;mE9g*#1eGi14zZB()E|7c0 z_w-VWh{0mz${+D2nsvOUwrz5tGKc*fJUf8CPv*nca)30_Zd_Z}lV7SW+1ras;)WZY z57~I52OU*)HqUbYL0k=L7eFxSy=?COSqyh}4Odiilo`DAz&px`u*jwTBOS$66Ra`4 z66c`gu5_hYQlslOW?E8cHvKShhd~#70*)3n*fOo|tqrjx?q}5=xCf7oB|m8Hy;d&6 z>-x4aQsh#|ThbIg?mMBsz5EE-di3mU#~k6(o+D-?>0A8zF6Nq^HGK0hpu^F!n#8hX zQh_d$u+G?i=`QK^fEa~(E!lYex{eUWzmoKuaP;Vx?8tZo={9-#?(k0i33iem$wT$l zfl!Y6#+9&;!J=Qs?sL)EZs&hC@~QK<@tUWe1uQUd{+n>Z^2=p4Z(^_AW(V_%99o(0 zvJfBMVM3Yg*YwjPKY7foa~5Q)^tp_K6!LZr+7pbLJA5Ez?fmvv(aT8dq_IFh#xcYM ze4Lk17q!~%khq4s%*)OFhGx8dB_nBRFb3T4&r1(qhrVzvMyN|ucW<1%qf5EmA%m)z zMMrdw{;GS7ZWukfCs9CVIP{q{7S4OqOnfYV4VD=`j2{lal{mKISpDo`L5Kd0qkc}v zo(ysgMeA;C)g+(X7Eyo$Q02`Eg0gZ5#`{FNE&t+KBI9AOw@=`o#@!rjccwSfuvii5 zQRiqBqto4&YB-@zy$Lws#tM~%OFFqRFP8td@`tAy{|1oKb87F!c|GSL6%j@FI#+3l zNClapn@U(T$*toX%LL>rbaRYL-QRc~&;Paju)H-{gI&^wT#uEj!=`cTj_ zNj8TIiM3#SH8A;}&EEuoW z8D_e(gP_y_0lWZ%g}kUbIv;*s=t-h28?;aWA$mW8+}(6n7bMVB;teCiLehf04XSoq zN-W_mC~ue=pK|U4ntIMNbO>#em%Za;3g=f&HkDVu;bCYuB2h2js*bjU-?(Ow@>wU! z9^n}hmNN75Y1KOv7rwz@?l?AazxmVNIzxQF5g)CF@+ZO2lHMZUyL^-{_%l&oldekh znS_?K8+0V;r$w4%a?*HmQAU zJS&i_>qbN-Q@Vj9Zb~m{_F6*u0qx+6MK|ZNwb;h7><>H89(VqoZQ9ju)B-E0G~c0z z!LIq1%^>Y99zZs9^2T&SL5{+3mqD>VpJ9GRqX6XV=5z|@$Eg*!9t$6AiRS4wlC7QhLGUY**Rwo& z`|*k|zhGN7SohsituM!fbbxX(GByX9+FhJP46v#MvswJU~V$ zwoMC^@MBsWu%=s!!%cC-*SxP}gmT2g8lDaop8aYI?0r8!zyy9brPr??HP;tzwuE+z_g3B4`ip#h2c5l**5KmN(T_>ZgT4v7 z5|`TIi8&o#S#UppNQq*UF?p0c_H{CtK4<7Px0v1PtZ|XZ|N$@(@@sCsbcHYaj{2+|byL{?Lc9y4ieiRUMTrH|ce*zH7 zlEK274TB)}ymNor?E31Lhg&%wD{4l-D`~Ql*Gdrs_?tv~G^7p%oh3A4sJb_P>BYAt z$=n*Sm8H*eJXn$#dmswLuU&fW#7^w-l( zyzY)#>YN|3n>Pauc`l3EcDyCs`xN(nK&%Kh)`kKfSh*kHjwg-G+VJWq9dNHZ*nPN2 zZyT8}w-~Q-LFeKRrT>k2-IiqE+r1|B-H$9p0nGEX!6)z;w>3zNT9}jiG}6wlfhY#> zO&43d6%zYsM=YX0g5DF~+HiC@N{4sjEXJu1S`$c1nhdSW?Su&Ap_-Ak5GF0cr398G zN?cNBuwGe^LB-CZ;kYYOD@bm6)74I%{2bcPHgx0hGxA(xfooOV?c?OWWY0d_!ojwi zL&%L4Ksw_&w;NA0XDLhi06efuCM<`+;v!q_*bwX*_&|%H0wBM#Xvd{C$8{95x7$$W zV6_$PPn5Wu=pJv5HR#Pa7RQla)3HmD6$BZz%{l3#iibpvgdMue(2~e31;M{kRTD(@ zX+tpoE&H~@sk8sD7NAblz->jX|2df9DYHO_KFs(oNsLrvTKedAuVb+j+Lp@KyMFl- z-%3x%oe6vW^z?z#%+lJ7-GJ0T)OCht#^IihDIjGrLsYX zWP1ymi1D_cjAFee&IJ7lGa~9fj2V1uHGmeIQrJa3CT2(_1-EXC4)V4X*6ZzC86CRSYcKyR|@r0*@U}^=jKmQ6Z zAxi&q4~7TcZ_~Gt+1AW+&dTryIYBhkC7)?4Gh{pL^vTyW<(9a=2a=LI54WrGA(gYq z3*DxMlpq~O^51UBaV5{U{`~}FnWz}$pphRje^*a(doaA+Jk_8znsko?84aTOcQ0oU z>UyVR{*HBr)mSu$kZ$Q5^*fC@W%34H>s841468^kpQ(FyMu8^qoNpyUb9+nG>Y_2% zUow(@KtfTTHoxvJev(iq04;$eK{`>;QtOTx<#K_H`p7Ig6->%9vG;00%1k@Cy=%T; zu#h_kNo6kaVZ->zPnK>6!4a>z|nAjshML`L7YiGkI!COe@~a5qfE+F4h87?(MnSs5S&x zv99<8%9(sQRuD92m|6*mDXsiOlI zBLAa9Bu5K(X~=DL8X?@Tb}Rg#4dwDn8I%YqIN@;{@>WtUnBY^<+?1I*wy$$#SY+!? zBdg9xn0=L+mbe z=pP$&R`bL9I)J${+f|dOzS^F)Rkr{Q=l^m4;$Nw$4A(J3r4GSBwZUHUZcc~g=`-;! ztcA*y$VCBtF|^5hax6#UD@46pt@uZnGzaP8%co?3`7ine?lrVpYM@;OIAFGgWW^j| zEgfY`VYRcFtU6~5qnFiQY(17DDs?%it~5fHp`Hpts57%+JUK(MpAN#> zyMoWJY*@U|>a^?ke)ir{`1@_jdO4z8hxOQyqq@!tvs|n9ZjL-@X%^2HXSM*jcV^lZ z)<>}YIi`E_G6$3rH_g{6zQzcwGJ1NcAn?Uam>Tk&lS#|VZxTne^bk4XF z`EMU${VSU-w!iTMw20E}%1+^1DnO^Hn&Gzm096UV_MF;4Ltsm;(-*@yuTq(%^5n(% z{?m4w%PA(R#Xn@QpaCEYZK453ZpJKH3G5aK1N}$)wK&5f&XbE8FiO&^4Itg-7~OwC z?vGW$3tiYvL5SgyfqfPL{d~$pC|e5!G#;{VNTXfwrbYlY&ADI9#} z2~ilhW&fuDvQQ-PJIC4=-h($w_RV@=){>U;gbfnh>tzv=z)XdpWAXAANeB$DkJJ2Q z5lnIj<`M(_6F;dF+fe>V@04pK8hv5EV|=bf4q;ywSjHNs=DZCd^|eR=D-LWw zqF5YCV6oO}-f2|n7k$}z$gY@kVcV~fJjRNu5rasv7Nl5K?6Ln>9$sm-Nr%Xm28%p>i?lIgwZCsLpqtBK_KvAT~_Gb!dbz(d_&c z-fh7y-LC+G4QySIZN)9999+6~)niv5h&qT>qZgheE#?Z-dc~OV9($BHdcNoeu60-Yr$xoLa}ZSAZh+Cie5w&*dZ&b8L3KP20~X#P;A+ z>1}D(s67oV&Te|n)jR@udni|b15lz#=s`P7{hL#^58_X{P;(rocA|8h$BK8HQ-MvS z^617n(CqD7ko{RAS(5ev%%ZSq?VIETCq6%UM}LH%WwVWp0l1~H5Y9T1Q)FjLbu(_S z=~XTC@T5n3`3av#AaA~0?lMQ87-LopWRgaTpFzH?kHms6_+|5lh^oiJ*$U2h@X7x~ z^BIrO;Q*k2fEPG^$4JfqPjCx?LN65_v!DAvg}r$ol;8I_K8!v4ntd-zSwhGjvJ|o_ zLMU0XBulm#WZxr|EQOMND@m9s+muks7MZap+t>$Vp6?y6_viQT&-~@N_qq4nbI(27 zJ?A_%X0(2=jEjD0=bHob9o(Fy!410+sSdE^vK$Ttmc~41qm)%{>Rl>1sws~awnK|q z_1UaH6euGx{6v-tQD~e`J7?O5fa%%Ofz^u3o-4@USIY42bp#bc;Pek+&G~D=pu+qJs4w>26S5NoA9Yu_AQzi>Hg^`m1t%~Lq z{0K)<<{$hkM_O4L_ZXL-lk^TBHkwc>52hxQCjFWZ{=`;KyMu@yGvnn^zfpW%(!XGP z_cV+ify1{AGR>^D=>oP2xc~%VNchJ z-=;!wCqGK%EB}?Q!}tW!;R_UMXFr;Fdyn$lQv7Q3W`Eop3wu!?LNqR5vTk}lt2LuM zh9?UXSlhFncgn}GAa)xon}Ai2$Lq|zqFnLI1_ybYx=BPe`F%E>XQ=DjMaACpJr7{g zx)Kt74CP4{y^WUL~_%$ugM_`z<=&zpK4j-&T4`HlbMnq|R1 z7|MboRE}M{`j`s}X?jB@N?Gs+Zgtb~teq-?>JcIm!HPs05C$i3Gqg^CEO1nA3zbRz zQ+M40UXmvHNBT#+Zm%shMyHvJ`=yvqDYGt-j?KDGAXjA0=7 zz@bK(X7u~faqj((dC6LAsbian8>LWd-82WQ*Z6rNf@&mF^<5F#oSGO>Z^p=U0~f zmaLKS5xo>zF~&i`Ea7+m>f&FN@CaT$W=CxB6%RegjCIp}<=MjI_1w|Zk7^)Yi~by( zs4zWG#=0netmB7D_5IHRY=UB3y|e71`}^D*l& z__U0I_$Ts!r`31~K3y9;aA&w3UUR@~#97XH$T0+5A7{}5(IAWfOn;o;xK%8VYt?Bf-g6OyH&QS}3s zcL}Px_wY5$&wj%`jQjt4Afz}NP)PTfp(VEZq{0q|?PKj(C`;eStzO}tfsZk*t9ch) z9lvX}CIHgPG_>w6o@2_^Tt<&j%r z=~48Lcup+AkaH=S49a=wXQ9NhC#6tL_5+vU1x3*jyhMt+-=WBl5B_d7)2$8S;}Nq@ zih6(ySl?Do7&2{@qMt!8H5TJ_IzLtbjC- zeNHPBN?~wNO#h`k!4Af(SNUGwtq&5lcr)>hZ;ybSZJk@j5R0i!Ek^TrGg-ikL7-|}Rgh?y zL;Sq3%jH^&cK_%mFti>`*YbQ?g%QvI2m}2mn09}zBdy>!Pf599nu?R>#WG63l}u6| zXHoMun$4RVQ{76MhE@MK>Hk`H_AJsMQ{PybKjne}l%S6Mn1z}bZ7e}&`GhIrBpXM! zwLDaN!{&C5PS0dL6xrrmqm>gq#2y$^11)}r%Kor-)Ua74U9Zdx`z0?T(ru3qv!!(JmuDR2R^pb>JoMHD3pw=YPsVQ{89epeyMjwC zDw=doN!#tOx=TD7^WE&Ibq`bI^O9u!tMKk^fyNpl3o)0{e+aVtm!cf_mgIru@%U^7z?qz&n9;i%h{9X zv!%jf7Xt_2=e;&Qo|HxgXGL!OHD|extoY1w?Z_qZE2P;c(!QIR=7`@1Q>-e~lX>I%Syas-#}E zFsb)xa?7%7Q{#ggM+&s*&qAY$2f_wrYon}&uXsB~@h1(wsJG*0{dL244kdo^t%a`G zAp5wdLOjty0?zhJa3?!02*fey+Ec7;X!gWOo3-)s89ZRmL|4GuFm|wwM~5^RhV) z#;Ryf`oHXP=!+2Q&4cuniErGuS=@-KrAJKXy7;tNEh$F+;#)Gsn4b=U1jLbgF@h=i zc(E5!vn8u|*jFkV(>6&W{d3ysJAfHAsjTDMP5n`{+qy#omXHT6KRuK;O;XWB-fxJ^ zAE~HR$)?ep2rHm{=-6qRkZFTlVtfOHjLn+Fiu#7ESi;6l97W@26m50!VI^$~WefV} zJEo8wXjC(kdMBOK$LhwEsprk)OeLq^d|*b+Y}kBiDjqvytDmG&oi^vzxc98;Sp5G` zry9R)yO-qVSGF28$k(xafFm*_a!IA22%~qT<97D3p)2GQpPo!cJ!B< zuH=OiVyn`lnObavE1AYE9nZ@rW7}Q|Z)!5%+4ldgQvDDJXQ!pV`A<}8%X_J0f3ye? zf>%t!Jd_{#Yy8+!dpVDo_1zBoU)SJc_2_RTm2}y4^<4wa2HByA2ISGMJit^Fq^ zKZUZYdoPS}1a^6pwJZc3506a%(QkhfRY3lyYJvu3CEdeYLX)q_pd=3npgGWcAlr)q zT!5~SVq$v7&=Rdlx?prdh*2~uqZQJrn?)UR03G4u!qXI*ZF$s*L=*c%w z+jl922DT^o?2JT&LS$Tf8Ag8qB=ctIGJa!dI6WlkD4y67DfT_=B}l|4rT)zH33H#5 zxH!QU#-+v^OcgnOjw^s_+QP^-myJ=xC_|g+4EF=MTi0mSQAZf0JKsK}H#mD|+od4d z89?*!md|7v<-%!M8e(?b18LLIZ{WH}(K{75lP&G^Bz|V~PXFG7?6oqQB*)Db95QFO z8Qim_DsDveUcro@X|vs0oze4TNCi+`W-@3_ct;G7oY~Kq#v_PS^-gmi?z>r+#qJtC z)S4osdiWDdJbOap1do>c`7=bVZwy>){v0Kw2Ky2Pv8qe_1ltaDsdbS&#~n0uAV=s0sCWY%k9JJrV9md} ziMj;!^DXhL8PpqF|$43cg_S>zO82KlJ(75s!l?y&>@DUvu(+jcQ+nk6n?&4{p_NF6KfZJR;O8Rwc^B4EiqS7(E=w}aI zIxoXe&Ml#rqaxYNr%{ZTcqq0Ac*8q3Gb7gR^H7eV6koCXIAjcC1HzO`T7TdEC35Q2H}mDIpVUFOd% z93Lufq~3RVKKx^6@si91*BleKg1p<21&$@r5C!Z|h5{8_8< z{355DgWZt6ObB@LYfqR3MY&ix*Dm`%I-62&8C<~fewBK`laes^+pa-4&NA4tR-@Fe zoIwY~^eFB~ko^zDu@rg!;bfS}Y&KthfUsGa9lseaix zg1alJI934V=)r{T#H(mB1x}8DL}jOhkPKuvRxk~k`*Obr0m_>SJ665cQVz0e>lT0VDIz}5Nap$z4`0(FHx+E%i- zitM9gJt6+%4{Nkokj5S&Epd78+^sa!jBqejN|5Nd&)cBn#q^6dl4Q3rReco{#d*qm z8!MnfS}MuV^{iYW8!m<>RK>?9#&Q_Kk)Jii7Ui)+mz@hsZV?A95uha>v^-HR z+By~Pe>GPsk{!5{b;+5=(nf z+Hb@a3jB^)u@u{eG=wNvNeFm5>$4}8`l1JwQ60DKf7Qq}Ovd#|?4bI$@PU7VLRC^J z`jKA&Dm>4`3S?LHpgI5~H)LGJt|{U&kIc+0b2U52!z*p}K)EeHEj53xXXvVeTWdx& zK_+faNjmL$&`PaBI=ZZ*L8(*jbnFR}R5*SKJZ9J~7r%O*Z0V)2pL8Lw$eZ{$TN!Yy z@{SCoARVz4JqwgkOUj#l(CG_pwa4wd)o^0=LI!%0ZE+qBydM?JnZp2+^bgNM^6U84 zBcY?J4f~WKmJHo-8+13gdI+{Lz1Hkmh77i`_`9h8M@DG(3eKsS@4?j zhD(t;;9s7F}PR8mAaO>j|f@Np(1(W zhp(A4&{R13>*bVrG*hkwY#6Lw0I!YbuD|-`i;U@?fV0q^`*vNAOR`Cw2IamDx)mLb zu0;>07Z<0lT;&7zfgxXU@5R2^TY7);nCyd&xR2yxIYlZq?A@A}1K{mTbWXbG7kL>W z{sbfka<*o@Tzs$g3)?~^2q}F>#QOh0@gXD)LEyM2Y|E&?UIW~9+z0jJI69$(QRH6r zx_|mPYr_iq+Ia*hGp>7djLLu8`QpF{T1(UMn{aRscl}Z&rHfZ!A%&|V&K+%s&Oke( znb8ZzDSFE^xg9-ukVQa1d(D@rr$!fAoWFv73Qu;vM+GLjn?9(a68)YTAG*B9uNtjQ zKgKjJ7N$C$r)TXzkgzJ zmCez8OE06Zqp5{QGYFiBqzS83R2AQ=^V0HX#H-+L&%M>1WhJtVa}x|*mCB6Jx~UDG zlzEiR6wI{IacVT{aD;9_^0*T*JLQp#+&mPWOxo&!=D^nG)*63eQ`1)MINH!#+u~e) z&?nXopQ08rDv05FGezsl_=r!9U)nXANsY^)ekPbpQr!uB@1q2&FwR`JxjI|-EB$E( z+M|npj5~XCPd7yDMk*)8@1W~6fs}IkCENU23%WI8#L6`NeD))bC8dB<`9fE{yFRsm znz06ul4wuJS)_d6UAw2)CiBcYcOrz_%eD@dfCZcT@7X# z6*T84NTmR8x_CQniD%T>#~WJC)@{>Ps8e1RHH;dBedHJ<3{VL?Y~voycAhRP;p_q5 zy%RrhVcOWmN=A!jfQf{!(Y6$|WT5@h6%mFPHV+e#2$3U(kz^41u*C3W6Se#oVQb*c zPg#2}pj`%RXwYoGIRmc`WPP#NbWjk}Rzh4{)7TFAolzgt<9kVaiB^SD32t5}YZr<&m|DF<570ZV(^fFg6!ZBUYpzJ*_6ycP(j9>{%o<1a5 zFZ@j6sJCB9mNI1nbIO%MrPV&|iD4uC4vmTdeZ4K! zOhh@wFB4Ywi$f{xUIa^YFyPOOWA8^laj)F4=Tv;0MoPJ?%~@b|n9Ep}{&Ur{i0}*AQkh64tyH=uUR8sWhUe6>#c9 z-upM=ZIQel<(x96?0}$*EVT}bc?ePpE{VOor*Rh4wI4L`rtZ#*kDvCHpv3_SI9;ma zRv_W8Q3WZJIp8ki!E)ENBz6V4T?5YU0J>pNT5d`E086DFg%_L)NN33s2O(GwGNc&` zUZHpP?tEMR6uSioRf_cN1c9KU61*6@q=Qq@Io@?GVH{cyRk85)apbYR|F_AL0-A7IQMOb?rT4*%W zkgnpc7dI``TjXFfFQpwGoGk+U-jb-qA$BAT>iI^9t8YFN$kgH+t4v+2jw{e?fj6#> z*_wS8DQSBhQ1)S{+~zSDh8fdoe-Et+{llK@y@dw47ArvEsSf>|#_T ziG(A6X0Lu8%xUjU^+jp0SqkxdJ&H7w_|8iyR~FpbAVn+ohk{Fz!FCRk`JscJN&4ih zvbSZDlW4T`0k%OBN(*cDFew3Z)8fbE z*!zR9!Zq`=0tV@*lCmCN%z53>+(1~Z-T=?DkNxgzK2FPqmFlvkS*yqhyOv8bS9Aw_ zTL4Yxy4hqyRhOWIjig^A0~nn+gH4x<5-rI|2Ftj=v~Q>hiHZ>ut8;v3M)gq~HA^3SMDd2`?9|`yzOJ zng8}>3UOWLz`yr1T8BY_cRUpd{vxN-RyAs)cLMY3T7mhff?j=zT>+EUk-n6 zUocUGF6FArW|+-J-lOxHcP_hJ#U4|abryH)vi9h$ZEQ+SmXi~kIc)bI{;A$CKucfG zWVWd;ZU(HLW7cK!lhkN>@y{flU%A$rhg*NBS>HI^y&1^Q{F~;hva(QO5=oEmkh6ak zN*iH{)&=<9rt}eAw-B~0y-e#$e{N^HoU4wyF~}<^yzoT*x$%)c4c2nBx{Un&UXRAr zAjABXF<&38J)1Ju9@=$LD;$+am8%`N;hD>wMC`<(16ras?DwTrSA%tVc@6dWrgxZ z$nCQaIF`71w z@@4rgko{;){~$NWZPXJVA`KuwWq?|y`d2+?C1 zt(}3TU5rgP%2G0MYLdh!fI#$_Cd@KXZnIUE{$?fASD>%OkUgE4^>u*t2SSxh=u@}O zSP?%KCHmM0!ptexUVm^u$NVgmt7EJsT96>MsY67Dzg4Z}io1Ur>P;c_y#U8Iyf_ir zuI2RJk=E74gMXrn8>Pdn9{834ODk6qmTuER@gUs-TxH#o_=ADkS;=aDZg_x7e`RVO&+3c6Q&*r4@0AxEPx3J>anhjZJl9g`LC^gE^;hpoh1d+jP zvnV>N#9Zj9ume0SdBG^1=hp4AX0M+NqsH-y#*VviHwy#aFCz0G#)_=lrdY|_8I@q{ z9!0ztFb*j`xq=^?XYF+M@Q?VhWqQ3q5zox0C|k62iDaQp4uCD4H8-;4q)pSyr&zVx zxR8_Gb}(;@C52+vxa7r*vRo(&hUY$HUj0U3p+Hru4O++W%Q~0(SBSN5^CR?k$EPkg zlm;1zT1}>4Iv{DnU7~e@WY#I296qctJW^%qKBr+ICX+4sXqKy1k+z=xQRex!n3Z>` z(#Ri4oi|l^`C-lSiUV=?T|Vi+G-(R11Q{7v7AP2>f_Sv(P7nWe0hCgqDy-l9=q&34 zp^kCRaoP0?e_l#;s^#9>L{xq_UM}L2sG#mLiPRy`BDO1$d*FVZz^#>bGvb{1A(u;z zOfry#OTx^$R+&wq;jWpDj8-cxAwVSW+*bVh1=|0s6R-M$+(rI2P0{Nelj8OP`K-o zROo;gbB|vvsb>22A{=#OLtwz4YwWkQY_kGrmnIucKqFAbA>2YFcwVYZ|8iu~HAS|usyrPPNQ}azIV`Lq*ax?OOPhvtgQS1NhOiGD?E5qtMqL^%< z8(MN2CL4hI5}wCY!U=*dhs;TPT*nwUw9HMqBC7Nml;g1f|C-(VpnatZU=UuWuqXwD z1zsr`G9?M4qyDc8`-?&%Dre`Ty!uI5e%CN;b#*l)TQ1 zM7Sa*bUu3R-2W|=9{6vJuIYsG{vQxscYw*1@_$&1Rn8$>ZDcaEShhC>3`(t+rd8W_cMWA8)0CpPNR` zka05}od{3=D1<-kY4L;wg@m>JxA}o+Dclx%8C@LnSghY&38#}3h;8k5|Bnb$;0u(s zx+#QR(P+h)Z)g*A1p58SqHwZs2S6}8FjU}BJPzkKoi=@ww&5*YPiYlNgJf9@kRsC{ zgBJ*p9L|{7`9g`t#vCFi{G!EI9qzB4tBi2h#r`#C{w7D>JEK( z8`>Ss0@ywIjqvz7(IKehn3p3%krw2naR7JOK&A1M_OqaN9a|!WJjGV`{~mvZ-D6xI z1dl~aV-PT%WK9f?hvaP%yiLa6t6%pzA<7{yrsmYR?F>Fsgh z^@R?W>{vDGrF(D4!$LcL;I7(2G_S*ju=Q+1f&tCCv(jWBm3q|LMiS6b zXh^`hi7OO_rO4CGSc?)OoVd4uKBVZOZQ%+G8~KFzeN5N|GeZ<$v)U7JDl?(Hk^BVN zdbxiv@i+3Y>?fQM`t+sI@xR;bDziy2l&AU@wg{ zL_R}8;ISq7xW#AZ9IWYZu1moWK28~;1@Rww8Fuc-W2-u3G)gTph5wLmohjyiI;SDxgmx0ITR zP;HotZaA|qZS}~EV#pLkJ-Br(h2#@WCYWEaCpF0RUKEI50B*C0>zcQnmzPn5!i)A*2UZRmYAmu-}CB06;l#s!inN3;&{NgOr&zQU@x3vT67u8`aiEkLm z;|vA0tUQAl0#4NH&o;@+8RaIphW3dh1pV$d1mhqQCt zb~=ZA!xTaJk+P5aGZ5Sg!iRT!Wk2}H09J>v@F zR+9n_5r8O3$=9%T3jVI5q|?k71(4VNcf74;J&i?OtHdKB9&ez3qF<7oYhVcJbG+&z zcLp(A1jOneRNuP0K<`HR#0Nv8{m1j1%)zEK+-JCZaif?L1DbB#&C+jAO|Cs<$y01i9f)82nJ`h6Yqrm&V>;hS0)K`Pk!ex+fHVKdP0@}4pWwB|^DHrzL?I?PlR zS5We?DrdNqJjE%EkI&e{+FFAH^AMW>)*H~TeWoRsZt3ufbfgt*r-dd22r2dl&VhVq3>9>Z;)Nr_`_k zx<%W;^LInm-yPP3gxVC_VC`6J9Y2CHx@x6@6;rj*6;m~SYujclnpgkWMos<_YqPo$ zoD4)MiF}i{ddSA(3#q+!>5>e}1DTj^mgu^uEuI_j=X+b{Lr}5W+ z7KOe=>6C+FNA~Y+GwuCtu__-=2-~qVhcd8GxF(ymlr08WKSsR0*6lL>cDe9PbanKd z3k=M5Ja&t!JZy#4+WsDAH5G=JpQgk?rdUcZcuyCHTM4jyHpHv literal 0 HcmV?d00001