From a3319c9b75cf1bbeb527b46fe969914328fb7031 Mon Sep 17 00:00:00 2001 From: Civitasv Date: Fri, 11 Aug 2023 17:32:10 +0800 Subject: [PATCH] [RFC] Introduce TPAT (TVM Plugin Autogen Tool) --- resources/tpat-abs-after.png | Bin 0 -> 94926 bytes resources/tpat-abs-before.png | Bin 0 -> 96929 bytes resources/tpat-architecture.png | Bin 0 -> 345904 bytes .../0103-introduce-tvm-plugin-autogen-tool.md | 426 ++++++++++++++++++ 4 files changed, 426 insertions(+) create mode 100644 resources/tpat-abs-after.png create mode 100644 resources/tpat-abs-before.png create mode 100644 resources/tpat-architecture.png create mode 100644 rfcs/0103-introduce-tvm-plugin-autogen-tool.md diff --git a/resources/tpat-abs-after.png b/resources/tpat-abs-after.png new file mode 100644 index 0000000000000000000000000000000000000000..c21ae304cb0bc7f0c76967209913c11bb47ce29b GIT binary patch literal 94926 zcmeFa2{e`K`!`;WN_B{`Rfdv|WSbfcAw!AEJd?3F$|hvaoKi%ngfb`FJnb@ME*V1R zsf%K25eV%j&^^Q%O zHj!Sua87>HrtLbLHW5>iY=u`+C>3Pj&t`M^^Jh0DR?zms|6JEoy?9khY7-W&Nj4F0 zrrxv#eFXjqZl+nj7TbJu({D?!6K&e$irYl|-_JZ!`OY#Iaf%nF8Q4?ZQl#R5yCkiRh|2lyCpcOSti=-?z`t$7ih^*P!cnb%uU$! zB=W!e@aFfEA9Ac6?bu%TguJR0oSm!q9ALUI*&KXiuI{netxcPWh)Kxlh1XorXA~ZH!FHor(Qe|J9K7+Ra)i9=vI1 zk?)MG_#Pi}LZeru+sM6*erLx7&&C3nq)1*}_rU&Piw{@G86Z|M#+$xW$O zR>xNa^ZVbU<~92>vpc}BCi%)c@!3+I+^G%^i}~@!DAkH&eVCQzOc#gKv#X&F6FMq^ z**kPnx5u5?zFts&v0xnZMEQUXjI_{f7_Fzh_G_EJun!QbWBz4~`JmeCGYauq> zHM}{tY#3lH3Kh^cBA&hv^m}DQcA!ebcF!Rd&U zthu%hpC6{$W$ank)nJ)u=%Riwlhzc7iA+cZx98YRro3nH_%jfrta_+2YT?I0`yXeT zO!DUYhC;s1PKnkfW(}(KO;+#^MYJz2OyVb<7DhuyUmYEo!o7&e@SF4)xHp*kZSJo-N7lj)b{F%SKKA!Q9zF%0>-6UnO@DORc=w!7N3`@{v1) z#TVX!;*~;+_6H2>l~kmP>8v%}Wz2Z$0;uC07xP~%EEKgh9?Y_@Ak2SpJs8P9`1)|= zfcD~yN?&vO&^ZxL(A(8^o)vQCeZ5hk6+H=AgPFZUPK$Q#GI*Z44xfQ*!IsJkly)M; zy4s4&{2-P!Ig@RH(!5awhdwq_MIp0|l}G8x_(WSEr0?Rux;RObWAGtXxda%JW_ zyM}09n)J;*l_4%X04li-6j#dP!fceL)hE3Ddrsq)*GG){E!gc8@?tgTO{r&is_Hb# z?o|Ymwi*(5Gu#>vU7U-m;3#xA*PSC_8YC1SnC{Ps`TVD;m&(dk9^cX-a$tCVK-0Qa ziI1{fUE8u=2|r1w&M@!E4*F8}`;|h=sQY=GD_>ZnP-M%A-rXZD`{Fgihz+n4@)n%Y z=bQMb+wYRhK)=T~DBM=b#zVH`kSpzDEvNbMkyf@Q_I&1c$5|tf3X^glhWAuXwqxJq zu6_LB879lRMlYC0m^N{J>%RWqZ_uap}3tb$oo`>+gQDdwo)@&0LM>R6~0Ttnp!6>rOfMv z?@DhmE7J(JHjud_8Xv30sdobbQo(F{l=Lbxj${Mf7=PQhLzQNH2xH2d`LH64H!A9$_D0BEep~ z-A|8jm{yDK#b3JmjB)aQsRZ&45-(%wQ^Q3WlRqXdmW=Jyy7}B<{@dQSc-R4a39l;n zc&jj*Lt$-L<~t8AUXUxtHuZ!$g@gwvu}XbXY=%u{HpMhka1u5alRRt8REv3KSFKL= z`2#k87^Qu>>PdDIKS7a;weMu0Ft+>gc3Ukd{!2R+TkS{7aY;E7*z!X}w+NEDHnTJR zNwr|3_dH<0$|Q;@?jpEc@Acy6l0{3tv? zeoWxUo8J@`7v?3DQac=V_dh1lDL?k^cl;NIeS4ormKe$54eyY0Ux*5}QVZ^Bt_te& z{`Ay_kmtA<*;Xw7go1o$Xt=0vG()oTca|b{Esy!Gq(Z_-<47mlC-#GJ&j&`1zbLJL zct}J%%Mm8hxcy3@b2MxEWSd=2(&7}4tW)p%niB362UYT(Fl+HV=yT4GqaZ9sW*29+ z${65-Z>uH{KQWl}R zVyo&b1uQ&<%_uqW0eo>p+s1+Elc3ot^M@Fy&bEDXkrm^Y^cPo=y zePs4lrsWO0`ocNp5IM%moocam{)vJ#GZ<>F+oucVt*bLk+H+&hdmr!&;i)`58u96B zV1h+9Bj&ZckBYX#xX#JEq7ftC1|6HX;i7sG(S7wTRApj*=^*+Ub4Jvh`m({FD^8TL zD)ii(=Nb1-AKU+=U0tCvdtqFCbUxy`+NhclmvT= z<4KzPnu-{I4)U8SkfkTHGwCF(BZ$`RK_#aFfrrEcwc=S;az##LH1n&W3s*3clT<& z{?wT_Ttw4b%96zDNkPMslx-F~IX+}3UwOIBrbnt)M##ZkCjY$Qcb^}Y?D9iWiW9b7 zzAEB&{_4gVHC7@t2}TD)E1YI}qZDko(n196BEgT~vY3v^Ok$kO1YZpg^2J-oQ4~&k z;Pk0r%Z5wSGKyttIK1!3y?@Pv_q+-$PEpSW^MiT`lV#Nv1&H*53%iw8OvLo=g{u2 zQ;?C8-+EfBpCfvc6u=W##B!RPnmNdrMBC6n0Y)}R=KUi z|BrDInR17%!xB%TC8_HD!ZBykM*5$a6gyxhsW!)x_=A7y&p74$l*_ijhb67sLBp2OI8~@J7wDlU&@WUuH97q4g?G1* zW|ox{DD*%3z%yg{P)ELO>F7l19S1YN+@q<93UyTL@jLwOV7rHyx^=6ig8k=1*c2)@ zLHZlbM(KFAw2wNmE(Bu24x6OqZ?CzK9Va?ZXQ|j^(-Um|?MVJXiX9oCoddFy_FsMa zykZ!IoE5Y8+MX;{E|SoRT1NV%f$@56(f8nFg=&+r{^7*bsR7^(OqFS_8%Wk0l+i-`lLK(4GeZoEy_<0Un_fmDxl(p>2n2Ss<=;ljN%wES2xI=kAmMkt)7_&-LPAo=KHlr<(~|f9rIk?Zf_!p88k3uzxyqIr|c<^AL=Tr zE6xR9tjC5oKe|CJCB5B|zZGWBoIB*bOE^VuPl17irtYu70*K1p^cLW^Ut4^3-qzi< zRrgXhi7rS8`0qRP;Bfn*@7-mvnLA>{aoB!!0Rqh<1KuE`03Xm3MBYKFLw(_@VfxpP#fC z`m<}wD>AwXRfjV)nO6$<$B|P?oGEH7Kngi-_gCqKm0-KdZ7Jj{=V=c@SOA|uhsY+w zc!F54Lt&sNchgZg1(Bx7dwnmnIYDfAiEg}M|sA3_O zNMe`J+zlUv`-}VA(@okr0S{^6IIAp|%H$_&7+tvA8t?~ZIuuGtG?%yD1ZS*2=w+R} zM7@nrYJ0&;XVL!pI2HHlbGNWW=X_>MhRrK@nJ~^TRc{Zz-FEPUND))bVYgRfH4=OM zkLKKSI_)~eD3LOv{qzZ+uTh-#f-DcNq96t^-L2H;!D$- zjn!xP+_hN;UY4;V%VNaiY(>rMx7AY!l#yPOuD5{v91*LU%YY7Z#S~xdvMwXx{DWNL zYP)TJLNCM+aptGMRf6!M?>mdr9-*vrpRrh6&Uk}5UIefYgN2O4x7Cd5i3v^O4X-y? zGGn6I@2_OsAJ+CK(#rp*$2m!{$gqUKZ<{ekz@jjYvBx$V@y~ zAuyImDN2_n`+jo$MW*1o*u%y0_b6O;rt9~F*ctOdcylCEO!0)rrd990OE zxU7ZwS(!TPZ&lBG!2!k&gd${ME6sIT+xDs=?&j-0aavp!@d6W~mhqs;a>nLdNooAH z{=V-az;#0tPb(<3N5Pz4G3*IXc{S zb|5`!#Gs&>Ls0T~%+TTsZF_BMiKODm;KE8Ai%(co8eC}{ee_UcFcK*k^U3iDXVh=7{3w5w^uew+b z4tZkD?(2oQky;+wL>izSdq3aVC4Kn37ptW<{9oP-BI z9@b;N{s(oLoZ!s27rYjeRU*6aPK&ec_#c|b7fGsGVfz&}Q+~+`H&eq!k*>IPi`w+D zmmC)7CoNBh>zJ6wUMh6u?wB2%a!k!Gth6fJ-Pbj%uB$E@-yqAmfgw~35@vO^Dxf$Y z0T77sV{;Gs%7Y6(TrK8?i~VPiVeN%k%CID)$dmmk>UPv|zii5s%lPqPTA#>J#~B@! zJ4pu}#^kVAe$iw@z)<&$d-N~%$~Xn+JI&K|>DCKT4OutgqOuD#MT(mY+f5ut11(^< z{S#< z^LeFsfytJW2oS)}!sA>FB;)=1Fvd(sN;4v3l3F`&_<_6o)kZBlBU|Knu_Y_EFrB4 z+j_Ipv-i#}!3!Sjnfhec3MP1g32&ONR z9@9xXU&|IZ^VLUY(80gkR!*<(zIO=)Y zXa#={xtd7v_Z7HWmW1+3ysDL>uafe!Z|`VD^DgFy6@G<~n~y{LVCOk}e42p~kC}S; z#|^ZSaM*q#ioyGRsy?;h;flnBa2*AaMRUQ0Z400>9Zh~)H+;^#`=ak~ZJ?Z$lHE+D#QrH}88*Gw0J(B04s&gVlZk}o}B)qbHVItk) z&E{>KQ$ukJylpGS+U-~a;C9@F?Luh{r+jP~f*sXHZ{$btZG^g~a>%kin*=#+Tqu_= zqH_dqJ|nzxueSZ8#V9Am%YC&`m5On1IQJ{WPqWL(F~^D)zH+-EL)-wNWb}ndrL;E? z>D3?@1i}yBJFYu9vTyV?B&h4jG<{#O6q3(x(Kk>M@dYpYB&#n{8R*@VSY&D()?mfL zb|k6+$pUqnKC3_bYk38;>m0C~ydXBFxcBPH&#t-Oy1VG_+I%K{Le^SpMHOv$Z*ag3 z#D&S@A`e6b9$Gf>e|HfkKn(j!q?PNR;os5BFqi<_Ame-MM!CGh*IYPHkdqe}?6Pe9 zHNLPuUI>eX!5H+JX72xIb8QlVx&FKGzjze?F8q4gS_Z}cmH6eQSby=as#&AGR*TTT zs%9f=^{=W~EhlSM>0ec|Uc)T!uYXm|@=~n7_o6ih%3z z68Fac=5rdn~>3tCFCN{oZI}XOb)9-#;mAipxCs z;?r_alJZj6Uib-p%FL=1h^Yhj7pYg7dWEwvOI|EScC=zB^& z-t|(;-%JVr@AnF~T|T-{AeVKj!SkOz&2IJTxoo$i|O()y@jTz-ZJc zYGwb~U@Rmd&heUVY32I)NdJCR2}fZx?oaQnz_foisxaLhBs!KKdIl3Wh`NMbG5drZ z?Pq#~7N1oJEzXe{elAj%x%}hvTU=GxnFOA&N6QZ>RyhpOjOr`e3VwaFuzF%KPio)d znT6RQbtB2&D5B3fLn<&bwLy)goUcE=7clbZ0_L>oAb=Mmx%0%%XS@M4?itWNvH-5- zP- z_i9TbBy*O2H6Wgd=cd$rg3S@3mhpcOm4VibMS_AMMdv7Kq-2H0MFB3NFrMR3AeFx z-a_^MOgs=hPOAKF3ur#g?>Y$MlW5d-a%ckNOM+(}X5Zxi_>WXnh^>J;xuhb!yPjaD zE#m3{0DHx~b6kB4Wi3YsPcac`s%V&slIa9HOnl0Bv7EtOwT+j=Csv(4 z_7p;$59N0tn+HgKOm*nu71{kPc()e^wXit^$hklnm(iafB zDaMKMdiG3TTyJEcu{cNekFz1tA4Uh#+oci4m|OgDzf!K3(88345%X;!Q~Ni!HunOO zDmgzhE&&WBtHkhnU3wwmK#6k-aPqoJb+2T=>P10DE4|LitXrc6&XADbnWTU4?ccs z1~DnER?Sj!n>e~@?w$N_Or#0m^&U6S6;xS)dAKMT1n+$MyTaX7wHLFj0=8GlI&f`8` zH3o_yqfJR^^ihnt*X;h2S0!^R0W40F=1SSeN2CUTuckXzargm{Xin=4R_oZ5l63lR ztL(^oWtt@S42yj(dJCrBR+dOH<8J4f{2fkJXM1cJf2MB%dkkliZsfz7vYg-d{!3N~?MsPpta5h-&o} z$i9}$ho4Za*5M}-j7!S34JKEn^}a0m0K?|@C@zA^_l=fqFP`#Hs(vx8xum1EOLA!s z-=FUvTGYv%$AeIwzS{~q#3xR4ytkH#WBYzgeyO@kJ;P30FrKL(mE z0*DfsbveAFM}s-{(;Re~Gu6^Maa&QYupdaM5;6kgihRI!HS>)HhJ;36I*GREx9gPx zlaeTx7&43agDm=mW_6+ncixp?%s6_GCPf9kU5P4xIbEYu{-;| zuu2MvHCIE2>W69Ipy1*?=9h(&jXat2%Fe2wv#WfPHTu3TQCRV)J7X6jMDvyH5j$oG z2CYPiK%F@|Q?`%Ffl5vPIa1n`Wv!S2P`B>`37lUb{jdF%%6W`UWYqNBv9M=Ir6N5kK6rOPVNy7NaG)h!(|lTxP#Jvh0mF2VnHn0-eBvt zi*k>`@b%f^KKeR`^G&Y>nTok5s}7&evh4SZ^Di`a+oVJs8Q!62<1q@U;T#Jfd-+>& zVT!XG+{>?;XRwe!M|hce~dv1WNzIZ(19L~=1ln~)LK)@9Csr*lH| zf<735%Gtg}rQGbx(*%-_76VOO4v-SWw~Dxuu^I8CP<(kxGQ!DyRisC;BbN?zZa7Z# z4RgL2MIH96NHsI|is+jdk}DV{u_+^X&}9;ohz(yj$ZbP9`Ba1=ADj1nq>Ll9-4SNp zl_k*(*-`~u) zQL(KTG9Xfj8l(pLKq70e`gKA!U42N03|kt>qjJc6k+wC3d$0!_a2Tu3{$0C0*FnPJ z9uO0Cp1nh48kHS1NW&!ia`dbAwTRImGbeL;_*{sH;&G4U8elv4_cVQEe9`fV!GpEt z^A{Z_R^Hd37`|bM6 ze2EDGJ$Rm<3-HtZ`MDuv4--+u8^mKI$h9CnVl$l<{Qx6Thp4rl!H=~d*Q1fje3rLs z0DP$rCLTYOvM)h4e>4{oB3yY59ooobyhvA~^}uiSp!yPra)Z4C=)D%?#rbYV| zT<%6Hle5Gs(B1s(+zZ>Rtk%72x2{b=Mt4A534H_5wFC16-R+p2*ao@IUKI_5Y@7nC z1Q-u^A^sS?>I5TkWQSxeYTAUXfN{M!~1j16!j*F0%cXZd=N&|LxLM;>M8-281 zZ_0qd`iLP&Nm0a|47l6Uau}>1fA(Nze_zl^tM4BzK3;LfE2(I52>=b((o3l}@b#o> z4dM9&xPo6>Md{hvXiWgk1?wSxS74+97~}Db`vBmX{aOXCxan}%j=Rlkk%ZD z$epbYldZk(EQuGEa{NGUpw7{9nW0waHU&q1I(x*4*I{HS;u2l0*Gc{IYJvE>#fkv= zPO=H4v6k8}{t@@5KYeI#Gv|$yq!gIlmdiM*M)3hVq>!7_<)Zm|CnFlEMz>*#uJ{ZGp4JW5eVE6iBoQV z0j!lQX@Aw3r0CtsEU`Ua>Gf73uh7r-nOFnD&ezm0$ zu$%aBCXc7x{v;3rjzJRHz|t1VC%BmX>>qTIbNvj3og2_JKr_+DkzD|csH`?I|}kt0l2Rq*&8#e4Ts6^i^Oc*Ol< zo;-xFnu=wJ`!xe9&b$kcyvvA*cBe&@-0u-r+Y_w1nO~>mjXr@^S787cW732cZ5!mV zn2kq+R*zA9gai9h@%#lz5;)M;x>{?Y&g3CObiHg~iw&oRvB+#Uxc=GvXKlOKh@_xq z#A!P5ep+X4pNeYMw{VY<$9E7jLKGhxeF3AbLeUVH$El}?qv0}8B(vaBaxe<_Xly0` z53oyMczjusW$9$}epwP?(+Pgt30vvrv_!;6ey@ zmla{dVnjVYOR{pDilM@IhIh!ic!x76x+DY`$ernh+JA&!-fi!pk zi%#K*hfw!XiYe6Dj|4VRQ8explNQsp16}h>sVJa`g6D%R9C6!q`iC&o8JM^;GU?ub z|Jt=EUlkGbOa~EbhDBEN2R7DFv&idjC;WiCL5ipKNiKxNryC&#F_fqETE>t#6~abMg;KAE zyx{+}o~{cMo*NNr`bf|<{4v;P^WqD$q9U5)H8{^I3)qfbFv%VkvjxjyE=m9y zVya{!(wDPjCekA)cA}g&Q0vnurBP)W#qaLgGUb3PSa#>N+4keXEnVV=PI@xVckoes zbl02MN=p6YH&IaE*Lt%fAu_3Z;7M|>9JnYM?n1CzrPw>CS>}TLNk`Iip_XF2A_`!dY#v+YT8NWV@G2K%{$3 zOE59U&P!aGPGH%I-h1O-v~22iP9b}s2vi;|f>jnt5aQk=Bw#q9ff zRH%GPJ}Ek_{xMa3^pQy|-MOdMta=}14LxVwlFFxEEQ5O~IS__7(_|6-T8hc(Wkrby z5$dcbPi55Kw*u=)>6B7R;ig9sND~oTfS)nw62$hfyp#NiR2i{c#^tAtbMgK1ez9V2 zYFv~?qa~lbq1?%Ntt78oi`9>+1uW}mjXmPln9DSV{!~=AgbPVHt#N11#Jk&A9QkED z;5>l=uu|Jeh3OdAmZlSKTwFu%QhyGGm?Q-+Y<@?zHl^#&2U6?Iz$!QSr=Nj@%h`(_ zAU=wamv;Y<%OC}SW7Cty&+DJ#FQ-ppL5u*$A5U5j|N8y)qcXz6Xf`C}ufIpwVG;lw zU824pSO$$&)?)pwVZizdFdFVIu2bu8w7gbfBg97}pUT?!oH+c`!fqzQ{89CI=-Czm z_S@!w4Py^sRJBXPV{D*N#I-UA#f1OB*Rf5-Mjab2nX}(^DEQ?|{kms?Ei2&Fs;~PC z+b7YspX5p3uEV7w>9jJYb@vkX-T45jhdlQkX8;6AnLe&G6yLk7yHi4hiIY3*zD{ZJ z=3X;4?yvb9mLuFa+R=Hcum*gjxJ9v+&C6@$yn_Ny80Y~*o4{*%iH+b_njBI;phfrNwodgkc{EXMV7 zs%HUGR8D2Zhkqto(c~anJ8Z}!&n(N*-(3ig15~aw^y;MfhL3d3w6W)a67)Z4>4p9K zf-|2j3)uR_15KnDX5LeQ1K(N(#aY38mIl4YDt=-{pk+@I?KvWO0Y#TD&U;ID7JHja zIDn7`e%QX@<9F_(awAu+3=!Cp96NhFK;Wlj3bTNrp^OZ+YMP^23>^8{3*gFKio;@@ z{15bS`O1#;_f~#;MJWFBh!iu074zk{#MOj8o?fvN{~KGcz|3W(ByBU1=gyR`c302D z7YWd9%vP(5xMiTqHLco8xiXC%|M{M>{igp@8J9Ie1PV|Tq*S?pbNM&dy}xb;(J6q` z=?Yp~|1)DE%mPB4$`JW{MS=ZQFjijq_7wC3-DpOZ;Xm60YH~0d%yClDzuQ>L6A~_l zv|iuS%2v(4kk`z{$BJl7B2Y>5{IIu^Bvibdr_ubBynL5b$ObBT z$kYogZ<1B(hkOaLBR^1_1C{8J5J+%B{k#Us?37@-{#w>oA0GQbaqAeWdY3v`&S_cX!DBiIXryn5{YZ%ho57d6d!g z@{Ng_OnoNj` z;f~Pr$f2t8U$4cRKes=i=E6>T;4?Uh>W=`8cy9#4A?U!PTuQXu*|w|VZCpn`Z~i6Z z29l{^Cb=QUZ_#2}jE4o`80!1<>KbbJKz6>IvsSVf%7v~WIIUVh0NCigw|*nLfT}~Z z@&}!_9k^gB&6=^-2=McZsDA<3WIQ?$=mX4^P}D;p^xzqSPA)|O zAKaxD;ac9Q6WXRu3a>t|?#XCcXA%y!ytxs?&6h+G{*2IK&*Ik|%BZ9P=-VEBl4B5@ zmLG~IQP+gWpRowZrx3^4=Jv>`yAs5v)CLqS?grurS{D=|x-2)1B~r?pZ5=XGN{oJw zneX@r-C7>9SQMVP*)!t4-`qZ&j7JRGO~$RMgUV)8M~ys{BrUuyg5BF30XZBsoWo#VF}$Yq%?!sXvtHcC z)^^b5>m%ONC?glOOK^&QC@Ccm@!vJ(`yqmrAh7;92MJX38hBzs{wCM2=T>w0c|Yj; zlOu1=%so~S3glD}^roPAG_GCe!_5N}`XEh}HIP#YK>Z3*3aQk;cKy*mX;Lu@Wyc&U zwCYgo#KgyjeUy+=BW~j~wu0%CNO}P^{p-=*Wq9;2*7>fm%QZgBKE-Q^J6V&3` z$wr9EZCX$aXSOeH?#=C;>`&Wa*Q(mWF7Be<-1 z*Izgrkh^t#r8a;%BpE>Z-<@+sn9Ufpor!|76}H01HmC?`DdR^jtDE3>BQCog-qc>; zHaVXh>uA^M$up9uTJZx_$2gr5006^Ao0!1ecC+)oS9*^Z$wN`4SV4!GCs-TH{suOq zan)&tAF3|sSq&6mxjh3SQT*p-k0s-wlW@0jbKpLJv*^%r|b4YoRRCc z0wk=PzpyL08=h#XD9GZ9;?)_TaL5xopk6uLd5h0QT)AyLRk@F!6))WFDrFT?x=q)Z z;w9EkffbYxO4M+tMd;jYGy$b=M`l{Mzz{~&Txk9pU^eqDgpVpIO3IfQE1xqSir;tm ztVXr%#P?^~G&6BfmuF*Lo&H>KVnyK}MdQ?X_v>~tU~#Li5TioPY>m&*DkNlPawydO zv(zS9*n7QDJ9z!12kaA8?;Ln!_$dV=qn6jEz4w_yE}&foi<@qi%#6J+`Z|F?B_YQC z@;w9T0rrXFX(+V5I`|4096h&`StVX0fIHV=HWH{8yoC#@nS|%!x};=nZz^;$-pdHh zr#Qb@G*K~)|JJO3e%p!@Fz2-S46F8zb?ds~JGt)JcjC_rGa%OrF4xl_`+k3L5jB#~ z*ESqfMah*LMh?LZLFUIBfL0MqcKXMgG1UD*b0_=j%UakQK%g-IYyzs5BUSU0pL4(a z{p8nHX!gTF=e0n%euY(TpAum!8SPV4)VEkr;{qkbwq#d*rS*%%SS|ONGv_Ol2CLDk z>p#Cs&3Ap7eYVN@J~6A*DT@1a8;(0+=LayBIH**T2(=%%sP#B`&XEK5KjoQ(wCgB4 zf_x0ykrE~aRu9!S)Mbi{|9f&uUu;}t@d3N|Ia$%`p-agQ%;vOTr#gZ=pB~pWn@V_2 zhAeoN$1SyLrdX||HZM?*{9bv9W&%%dsT>EkOK8pRJEDsv4xW7)6v;CnqttYruT8BR@aefXuP95Ty-n*GVLZ3h=qBi1l_51z67lOXi)VqT9VA+#3lSS z%q|8TyK+{GjKeR{u%D`|Ulbn&C8JTWFHWfVy7#Ff@3#qZW3_zVVUJK}s?2wsNqS&&^k0TCTQ}=s18G#T`>q~fPm zT4)4NejBUh@!1pb{R{oiU~YLYEnQfUIHL|>vk%DK#KI15Klk|vRu;AVKz{G_boE70 z&b9C_6jgC^hl;S4f2^UpLQuVZ4C{s(vBW^niC)M)m0=wl=1?Y=NXcWe_Eh#*+0k{(Z#qOqMaeAVuage^}b?pQK*qs!V^`9D2RNUnut_<4J zh7YFWE|KzW96;O(3?UQJ`B1Izfx2aN%eEm0e8>>Y-*kVt=pFw1Kc^Jd_a8o-9UzfZ z{uL{adPTpGM{9xu)Z~yh_(0gfnR&ZTp(?7UL{6tUW716_)Hx&i7&qc>AcyzfZB;oN zR;)HMA{jHPtnc={eMO=-0Ok=oIVih7?@K{>uz4ucE5DKeB)@K5*vl2ZvEZ$FGbiq& z8sE_&$PV~3V#?OQI@t}3rRUAFq4)#uu=1SvLI5!;w(A~z`g1C4yw(ILgR93r*m_77 zL!>}mfHfWg6HyjOp=wZZ!W{t>h$cdI!*ZZ0bzfq2qpH`jSj9p!FG$@Oq-aa*D&Y9Y zFowD}XlyqG5}JOm>s&d1_oJF0PpH2&@0cj6)tAYpf)rX z5Vdd{Vwpm2>bQ52Eoc2U6G?67$IcqQee;+&-6Jmr1WHIraTYg?)TwBye1YXfA8wzgLUGYrTTasAe%ivuo9g|R4 ziAbs(iP)w?E|JI0hxoHB`(A733@g?odU@<%TF?aiF|YX)B)aH6|bRZfz6qmlf?6X z^8jPD=^Y82u*>@LD6ChW9H6_3|ANQMVzKt(e;RoFFK)lQi`HHIn=)CqAS*lk*8lA( zlYgatqi6fC)c2pQEEHS zoO4o=$weP^BntxcIrrIlkwBo%JSu)izyu%efS|3b8F2C(V9lCjL6j z)vuJI9H-=w{9~))i1m)ls<;042jApZa%#h|e@I>GKLvCh*=$DuMr8mLWFKq?rUnjN zrx>H=G}N?G9Gria5SCViyVM}|(Js_L8i)Fcg?I^~f+R$xMQq%Z{2eS`&8r*5SrVQo zYg*RVLEO?Yj;BEY0Sa#gQDeV4=txylYr|i(xAJHTYDzQ7W7rUH0bOk{WR>-keQ`-4 zPzMr>ZIlk=WVG*6LMbx)*-#-T0?3MP(Ky7>o`CLxc7CZmjr4; z<*SY=e^BRL+OegkD=6B;_6)3XI)&eDVU_xLgWq}s7StA!b4U9i@;4cKR1w5`vK4@U zUc@|vCf-J43p7n%3hwVgv9~A)5b%0bZ*h9K4^8g)DC*# z+%;&;`e!CI!hy!%19f4!aqX0EWA+*1Ae&ZP14wDWu0nnd;4I^#6eb5-J!X%GEOo*h zfELE1W-g}mM5=(iODDQxW>Ln2`o}=c{nfc;Vv-M80GMaf^f|BWv^Bd(gWiwnGz9iF zh-s;oYM?Y!&7M+qmRYbGQUIX{`$k>CrawZxNxS};_;1NFp@JFh`3Dir?#jtj5cHzy zjuI0d#1HQ7syO)vS@#}$M zB|oE<$i9)NjhEQ|X>Z4|7m&}~+m#C~`>KyRaEmbk<30s2spEz6cj@@8SZT$9I>79e zb+c+MXXC>w;eMOJGuzhu`icq)d$0v1Haor{R{-VcswVmcIhl5r%#)7-+BmG!3UPrTffmc+}lV@*~)s1|i3uOA~ z*xuTxC?9D)W~l&9T!UwgyH;>xsetzSOd*R8ACF_I=kc-eIS;Cdh zO0@}Lg@`L{0kuX^s)=$dX#kj!bI~3ESx!rAkZ~1$wu9E}{h=7`JVzS~)Tes}x(BN# zJrcXYEXdP#Qb*DV5#3?8uZaE*PoKOS#U5%uLfRPTXfhIiaWQQ;o)N@Yh02e48 z%Ce&fC1du}r-fn>-%+cTxxy9=`$Dv+c{KNn!|RPY0zF9;cJW!t06~u_e2EWJ6x17@ zMD3N$1-h3q6H&H?P-e$BT(GBB%`ib}zRteYds1MmN~9LGF@k(sa0qZb$Dmzk1S&?5 z0=4Ho0Fo+$GA-1C_BRb`Bg^gSl3Z5@tYN%B1LJbNG`0ayaO}J@G(F_zsN7p09v*B~ z%50t;mADfXDyE=1M@SGxHW;Yl-$rKoor!nM9t+6~QE%_0pj3x!MvAMqfl9fdn~e0sF7Tg;U!ZC@Rb-lZ5d9_(q8XH{NW9 z9+0nbfEPs*zG{zGpsLC-$QE?JOI50I--8;(wWUEuu#!;OQTXZ;V9#QXdHIa}@vo!- z2))|?MuoDBvkmClg?Nl^jM$m@+Ye1vkBL(w%<`RyCDX5mL>_(Gd5`p|L!v)o1lbaY zAmzLO!M?6nI#P3mh6kV=Lc=ol=I3Tl)KkCp#yiqN5mfbOYNy2=9@~ImRa9#@mjQjj z3@mt{-T(s-I%@_i;agX%s;jL)?XklkWmj&y>MQ8uxEw1~+GpUiS z6a@xQpb~IGPn;SGhp8bc(F7$5waBQV>WH!ThrKD`h=NV1Vo8jqcuA*}F#3O8fS%y( z_~`eD#f-l>gqYW)G~Dr1ZK&+igZ1Tw7Xs?%SL+Y`5>#qyGm-OacC%XaQt>cqplSii zgXg}mVr3>gms+{=biQ%go-{n{tzdJe6=vQ*^Q|b!@Kt2>|mQ;K<&0|0Zcak z9Glit^c$i=AX`*X`>JJa>UJV0odr*tlXBFbZ#B^spN!h?`s+q-q& zay|h)!?6Dje%-Px>7{>HezhuEC1cg{?{;TIV@b188|JO*Z zQKzdH3acJwq_?a6@4N$QhN?)Zz&hX*)ukCV*TpKu-Lv>|V8#0=7r)#Pe+dWYQ{hIw zmf)Zgd)$%dOuVg6#s<+jXfN4ML=^dbEg7#iDeK9+s9p|aIA03S{dO0exGtyoV?YJ9 zbtM1}@_tV^|H|*J+wZ~||7p@x>fral`==Lj*>QWpQ0XwgxdSw5awybTVI{6tq|rB= zRlQ_a`DJ0o&iCdjSlyJ;qfV~-sh@WTi*%Jaj9U3skTS3kwVdL(t3%SEBzm~fTGya#I2*9 zxlB)9cRP3<(XMY05gNJ}`E_JL#VBG`hyxcxM(sMGu&>%fV%0p3ZgW>j9mAx zH$tyCPqQ2YDDCvE`+Jxw+MRFmIa4wGK(+6|P)U!%Hq=N$vNlpm0to6dbbJ;UpwEI7 zYUS^9(W1X0p=74v`0_$HcQgC|Vp)AZoGGNr!M=BSH~eLFx;4=Oi%Sh90HTsY9Y7Es zkO{=cTGamdYl%;7_4$LreY5_8qk>q0RW~@s0kPd^c#qb`8|gRV#N3%ajd=s;LxoOe zlZKE=5{gful@PQ*Vny*C9EfE}`t1|jD*67v0S|VXaVTTeYpZ@2B*lZ$4Nr0qus_t~ zEoCTow&B<*AWX@_I@AJPR;@GWw^iSLf=ZgED?A@yn)WxYJjRCeA z1qXK>MVw+wEgm6h-~{vcLaQc2HK;$YMTb8aL+h+1x+#kDP`8z(zF7#3w$ultz!o(c zuZfm>VfH@WX>kDueA5aC-?n22+Xj+WBoqKd9TK@0fx5Dw%KTo0h#?6nJHH!NcVE-(RR$?h7)P-lS-I)Nh^qfpnMThKSD^~oJEgwgmmW&w-7 z2AxpG35D#m;qC_7K)AlV)DDF?D(Er74m-vvuDf457iNem6wskh(9h*=4KSX3fB>`@ zfvN%Krz@Q*B>2Umz9ykUcHTDzGai=%1%Gbs<;w z`|-1cStiYZk^{1O`rDD#Rne*$~wL(h)J2AePTrzxDHNZdv5#vx|m zQcVSFj}ma&#?041_IN?`x$)-q1@3KWJ23I+ARP<9ZX%Egq;CND?^36c&i-N&rFmF} z4@&6_E*Rg}VqUb*5Fxdt{kL7GABHELN-xF6eKk-AgvZb~7f~XYS`$<$5$EepT7+pEetSUQe6w>vOu7xU z3O%kb?-foKz^(%7Eo?XJ;2qYo1(DEC7euovsjvjGXs9<@j*i|8IbkI|g8S`cl;^`N+`>f#%gWR2ZmA|$VXd}&q3bUr~O(0L3$$O`i zy90zmnfKBWehPi}V+uHrhjNg{GJCz$PYfLoAxJkQ*O*nH{Xn!ZF8{G7eqMC(?q|g> zH(fHq0eUqnBv<~TLF+M5!W2qLhKB}M5eQOd1KH)8arZ!cVg@&*Xf>tRrjX!}7>n`{YCeO~@fu9FAMqt3_Bu zg;6NCq4EK-fX(XTA$yow!E^tz0s!*{0`1^qQWqP>adW{*QJi|EPY{<;V{_b$l$_il zwQ;OkeNtfaylTiW92Zk2aZn7CsK3-RBCR`ZSL3p|sAD5nQh^Re#hDz@R!6Wtjw({* z{aKGEXg9QcZ_YspZ6!-o>OWHIjit+#;dl z3%fU8tO6U*(b3T-I4j7H+$_8~@m;Ohi%wyvEvI(31ncpvvOdd1;H>hxDZP#Xf5Qfs zpP#!7OFP@_iDtVcWFo*_(Ry3evom_{#-r2N`5m%_y}O*IM3&%IL_*);^a!;>wEzRy z?T9F#8G}hJ9NDmU%t#FVHLXgV2aK5Nb6?V3{KfGd`3EX*_tXb-L zQN0Avq`9TTs76H-I*awX9rlVgYgz8LC_K7*YS6%hi-X5x!|D`r{p2^^(C`Cs$h#S5 zbeOY9v`L{JNX2-joIo z!PohvT$qd?Z+QS0%h2pHTi_oU60Gp$=Xa?}F+S+nUsPgJ2kj;6AOl$kRl+;=In3XC z4ay&n`k`!lgxXu84Ej>K2pw^a%H5<66uEC|K&SqJ!{&QOp5}V;8Hl#bQSFMkXd;}$ zd<42EzAlvz<%&DC2&E&)Qf8E9G+Cj9!csy~;kZBQSlK2B$28WW7A@$Y&6?f*8Nr2}*rMhzE0Hu4<;!a=_RGp% zXEBT$V|BO`fc$c^_4_vybum>zdFV8E^l{yyuh%BOe>$0JP;Zd?K==Dc0xu_K^J~zw zjlB1e-=Qidzbuye&xqhmM5P=p4bga8(~Mu!u9w96vKDda^BI-#J{8LxZ*pbL6Dy5p z>W;`-7v!bI(JkM0og!Y|7yrF*rUs{u>jLfn$H#s;dcyO-YU%6gGT2ZH{am^K?6Eq) z@ng?)tbK9WQ~1k89~0yRg*a3;j%?PLm@w2Olyvv1TAjb#arNhAg+TabY%=~?6up^< z3!Oyr@YLUiw<|Mqp4m>KQ(swDzkZ2-uHDKbss~Fm9CBU+K-RNrk*$d#m>M`0|xJNp;&)jBM4MT9J zTqzA$y{3O%9AGv;>ax3=eM1ouF5JmErahxF=V7;M_EPjfpx+bL_juhp{d%6xevD9n z@UpwPdD$&lGynBBsUikBm%0@zvEiuJd_&C-B&#gI#6)7Pt=M4d!h29seRC}PDs14_ z<6fGu{v{X;n_+Ga+p78hjo3(`wll=hnJawszb^aAD`9#dh^g_@6KQ{Q%T;f2I>TK5 z=PbN%v)_1To8Owpv3A*oZML6=!^Kb+-HRwdq2@9EU+lekG}ZeXKYEU%l1@b-Q7N4U z8);IJB1J_RvNxM#Dlmrg{5yfRfz46+E}C-Nh8067s=VpdYAWL6GJZ)bD|=2et)ZAMVGddgd9S zMar_FwoUUPR5Nk?w;p4dUodE|c;Q&J5zKeCp-)Aj6-Nt4BaXm}F#GinjW-y-cqhX` ztqKn7ztJwL;#?nE5MVDZ7h3!g~DIEr7-RzGA3r+KQd|q&v=K z08Ql|tq{?kLvl)+n&{r?KQGBij3@%G*nt9eo5f zj#+d&I)k3f3}v{Ag>#BaC7m(yiXzs8C)WeX?+9qZtbEhqvZk4{yT-1pe@x9F$?#`r zpl|l7W4U?2k2oRod>b2WOOo3GdxG{h*15A`fQxt*h%Uy%H<1}aW1vh()n09yR|e%>Jof(U=C9Ql#I!?TR_;lsIoJ(C zZX|Kf#)Qeyc2Goav7g)vU?Q|^ftVclmt!oWA!pFc|k)UW?A^;XPeR`3G3Y*Q4iHNIIaOEFvlZHRj-s5@HBw9YWu=M} zedE$jFsERC5xVfz7TWj!7;#~>2iG6}wmsMV{WM%Tj#3|nTHWCix0Snt7OfO!xs&Ij zp;(pZI;3PBvqGKk=(3zziP8v$<#~~rXB}hs>frJ6#aHBm1Cl>Y zc7@A35_GV4?oKo=&^&i*r4D4nEMc!JX{zv=dv%HVSf#*-;j6}vMM4D zfrxe95F9+YJX>f^Ohal#0-56sa$&bD4m1X2O6t|_lDnZ5;! zx%P?(xR-&b**tekHgVrorhL%h-J@Y)Zyp>BMuUI!rEayU8&h-DZVX^Nrn+p+9gv;| zqjgCg=lwubivlhz06SQS)KtvU7I=Uhg0XoOUEAf_CdIt@TA}Q~4zuQ5mhO*`+T3Kr zrf%EAA{{B=9LSJHGyyuE`dRi?rSwsfeF1`$PtYG7xJE}1q#Vd;F%b3e9;;vMKyIuw zZOlTa{3lknK)E@BmZ+xb_c`B~5Z@pON|Bx`sgC9jT@K(K99Cq(cgG49k0>s-1I8aI zKQkZA8{NRfUPLyAOPUVxycp#N6R-nDp5^n$^{(F8Lcqi9NLq1c1>3qz|B4DC>YSJWfFK(KIec{OMgNT>_#&M?Ek)W#Po5Y8mPn{muNbv%IvClQcdCMx{H!t#!bGDEVH0y2y1K_JCk}GOaFKjrhM^e#n3&9S zQHgoI3zM=)*vDE>mGP_ILf^%HKm%wnnYxmQ{9I0Xk^y4*%#)$D86x=-yF$&aUojMB z9&@lrU`Ue)4EMaP7@<;Xp?t|LyT}O|TiGp6tbI%NrKIRHNAt#0hfB-(#T{Z!X*u;V zt_dGbq4Ga1yQ!NFM-F=A<|RoM3W#4kTA?-hz)LAtldp%pI~JM2O=|}}byX@(P=&a7 z>IfYEVa4TX>4*&C%nfuT*qp6FYJHoM6VH17MyLX|po=sSu@$mny?=`#=D^D~bluJ2 zi#rmL6EFce%|{WpMT7aX9|&|ZXgg{)CsKM-%3qjm>YV)$&mJ(gX%s@;t$P5&h0JnX zUMn^W!yfBWmOa6oN(ohXBTLMO^&M3N#Id_z#2+q_4~Y8xx4#{^KIVUE(d+J2j!_Iv z2V7btKJt3}<03|OQf@BcPF`BzG6*!r_d_n7)NvMH=R}}LF5AI5jwsr){bc4?p^oV1 z#~=YZHV<{BRyGje$Pr? z(7kjhYxj!+v3P15k>heZc%JT6o47%y+e~nkU|xe?LiJ?pCNeZg%!#B9Vh3H4^hhP@hF|a*mkVX+BZT153f1s| z21#LdoxljDplY}oQj4oTHzaM4#X^$ZeCJ8i8n(&aL5Q7cYwEZpLtP_kSeu!p6da!Z?Z@;^PJN~H!z-whf7aXe!ZDs z2;S!zhnAf%m*292uP)mt& z2#CJVt;fdiag1+8!Mx_48w__P+@r)@o|XdK=xe$5Jxk63$qR7dWB#na@cSRVDOSPd zH@b`1%$Ql@C&ybvTb@HIf)wyAs}hafO%FOpi*xQegYl!Xno0TH06&xFYeqozQL#I% zrG)$4vVD)mT|SIKgbAOyzBV7P+@f0iKG&y)~co#wr0~?H zi_trU)-BCpO@x||ToH0cfoMR%{Vu2|knVxX8;lvbB^FWJy-wrGhob#+F-5B*D4TE=XTZ671m_5IG<}W@FQ@Lu1 z^d`yG1j22J-R~~^(OYoBxNJv1+3H1+U5^=gxZ=8j5!6a{quHX9ZwgPl452$R&BC>I zs!6~>`J{DjgR^Ti^ZgWt?9768P*(hnGdI;zLnu4=2krBPS{`B*n{4tKU8DM4ppXap z&i+fV&r>6MM$I6YsO@y0Ysr`-0ud9|+akxFEw-22<(oY&`cR^>2iAACD zgTMx5yRu?m0QpvQyd60H7IbrFqoAZA1ge(36aB%W5y$R_TE(7POE@j4=+gApgUqcL zIH?jEkV8hR$i`y@Tb z$<|lH-RlTJp8-{|i8&x0PQSZ*W=A$-QMNH%y>KMH?U`Rj6V3n;M%GMvRtJt=R*{ET zq*Ejkg3-Qv0#MS|Iqz{)i6c#(!HK3j>dl>0dXkb$kL0_+(XHkdC)B&LrJtXQ3nP#w z_HgGCH(&it6+D3*A24u91jYmz#TYfBs37bptFIZX=n2t6^yIAYtKI;(by61=(TcM0%clzqcZ&nm6Z75#kC$WqZVXExT12CLR%x1G&gdsa@J z2v46J&5Q(xAJ>M&&msqZd+^2n3Az)<`~lp*IUo^07)-s75vc~R+4kM{8-KrHWGO3U z6%4jftQ3eoZY#kSs}%$Wxie!Zi{VUBt-fI(S0~}30gb_lJ6t3Vs>>f+l+uSY z1t{(haAdlIg?FK^-~fAL%P4du;TE<>Cpv=KL{%5?Pd+O8bRQir17skWn|I>JO%|KL zW*D?^%nb{VmDpHSGDw0GCZZ89}FDI>Y;Lw zk|X<7Q;ZL;ixzhwXjmkWFGm6=fkp!Y{)3RWBAIck2dgar|1L>cz2`YBWQ8=yPnaNHqo;>Je9$IZA zP%;a22iS6$2Rka_M(b5Oc|B^bvq^Jh6*(SQC ze&80@#!kLx7^)3&b>e43)1QNN@m7u*OB|RJDS_=$RT$3AOPi|b<1`M_TzdL(5D{=u zo{!ZE0^EZ^GnH%=xtDXBPVOPNrzh0%JE01RT;fl8Ez5lI8bOvhgOUh<#Y1Yz03=R5 zM6&xzP)uZIOXzL%NN}M@EmS@)kg=7yaycA5@UC8|nKmpc^f9RZSy6ONdm;ekEhD>| zHztB~ukx`2s=qKNMnWQj%E5N|O+Y#}JSJC^pto9q#WsW|)G|}Br>_U$0+bo3FLn6m@(pl6^6Cdy z6}AFw9fYovL_RujzR~52*(K14ZN;J%m(b^j#x3u(M=xHWoaTu12 zdNK^Ua*3u{ZK5+xNEjA!lO3S7xZ+S5s6m%+J|ImQW4_8K5*8mz>bW>owF_bxdaIpe zHCF|wRN}~Dzl*8zxJWn{;gy;se5Qcq27+=-RXpYTjJ<8fw)bvo!GS=3J)pWMQ34ye zjVwU5Msr({!Foh(Z&$GBgg!;P85NDTH8489{l{9!aj?C#pWJhkdTcw`0I}@zBL{U| z5gpg0G|fAy{{)E$N{*E#=@Y$Hj1C8WxVwQ zN!Xs$@sf}`Qmhjlcl9^0c9ZU3u7pEPfR6TgaC^zD)g^GRplo9 zNEiT`zOx<{YI2u11T0auH8AYyI|D1P$*-w0fA{A&hFoR;0dE1*AJR(z;&hy1JOH)1 z8V2BG#@fT6JI6uR{t79| zFFbyVD#yC!Df`J2{Nj4fY`+J$<L-|B^ z+b6qjPj$M8w24gpx8vuNTV_Yd#YPxd2(G!Ol^^sjkNBHuH4wi*ZFcWYRaiCWRNUH( z?atc2g?W#k+u-rkMNW#ZYFSQ$poGg7KuOmlXd1V0z5CwXp_&pm!y`@asO=8!q_PP< z5-aiUn%b0~%?_rcd5<5zW8@9L`G--Q&1t^$Axt?L96MFFvW{O2h?U3S*j+~gg>BR;gQ zdb=>Vm_4VE%JD!}d4580RokaWoGRxCy4z5-wMpAGpCqf!lp4)A8082|rS>{y0ReB$ z=J4-)B;7osdR-Ghq9`R%=3)Kt9l=b}C->;8jb7U_*j?uk`RHn)ypxAlszhnzux%NC z1_?&Sxi@G+zJ2pn65E-$S=jtW6ET6QZb|)f;7FvWB^3+|fS~ONZ0l^KqGpy1N;`Kn zyWeO$brn(;N?X`I@i83PFawi2xJLS48ZRb2YdZP6`~)rcL>V7p_pbcDb3{iQobigr z{Hd!jH;>UVikxqH+QZH0LykmKa&%a&mhyhrPnTsl3KDpx3^ivLIq|E2XFvb>(I>VG zmg?mO&OgrXQ??E?gyc=p(bq9akD#iMK$fur#;>(Ora11lBAqw8J9og?xZUPb`;R{iJwbi-q?Ue$(|q?S?%J>4<$~B<2I^JP z`lXueGw$&Z*9tKb)=E>p&)@&{AbuMP%B@Gde=GClU-ZClLJ$0|>g7T|T6{A(K4?pu$kPmL;#!idB0NpRvN#6K|Zx;F%b4#6-aS_24xSt}$; z%i?6X(d{-msRPB_fU+gQ_;}xxyC_(Xm^ZraWa9!VgUv%I)meuYaN?xlhDh(BTEN;2 zX?)ZqQSbmZhhZJtrh8%C&@KvNLq>{R*glWTb~AuChOO}73i5fwqs1u&0PZW>`Vn?k zOpjNAQj0p`@I zsPJK1)YJ_%a4qM_C=iLvb#CWAKmsRW%#3X$3H#>d52Xz~fe|WDCf4|z$(WB>q|~!z z=-E3I1wFMnU?g~c@`Y+3gFXa^rz1VggOm|q z3dwq%-!(d&%_^phbt7A`2Gi^pR!-d!=<7kCNlCY=0?Ttxdw?ohn#PfK@%XPg0Qx+G zWPH3pO6egZI?=z~s609z=-O=EcgtKAWQ5j%XHH1@QQ{Th_c!-b#`h`GdG$p_v@}nvUw_Z&)^pJam4w&Xw1^X!4g^t4%%K-;If=1^kd%O4 z^*)rLymm?bT|Cf_yYhN$Q3adr=C&;u;JAQ4UT*S$KO{NqkdAr(4)BQHi5M1*lXGIY zufK(kgwROQU8eH*;6R_VSqXl6d!EYxsy?J@dC0jwV8xw|L7RpX#O z+r|db(%XDhqh<{Ub!;Y_K^*q(Hr?hj&=s8!hI_BD#)&kV4{*YM62NP;{O`aIv8axcO?;kxs7E29h4iDva`nx*1ehD={5} z=EDN0R1jpR@EpCnHSo;q8FptX|3HI(yu{o_dDe}6`(j5h&S6u32(!b?&dME9cgi_| zCAEk#0sbLTI;XAtD)ZVR;E=nVM9G^A*f%v|;)?wJc7Ts__g}kke9e2doPDPO|J8?0 z@es@l4#~$Hna)ralLnr!!Th+6m9zF~g}Ls@E>6`0!9jt zN3Y8uoO~_XA2G&YNP6n38K%Sc$W<#YR0C7S*PyWJagUpHKDR|@ry0RsSXH!9| z=8}CL+`w=)o;C3*jXy;CI^!UnlZapX@(Rrsk9C_k8$*_j6^Pr zFzi!BFx>M-rUpmNV?f+9PfGJA{KKRu|9rZ^Tb?q+yf=$Hs{M@CP2bY+BqXl(NZAbp zmSWU;)}0w2?$IyUGjs&?mXj~eI>SUkFY*O(bveuq6$T6xfe&*EGoL7$0qA(P2R1qD z!%si-g#`ObK}P+t`!4Z7lw?b48Iru-1XWZ1^Q%qE9DsEjh;+cr-A|xoK){rd&OM`vy!TRc&)&04Dc!ct*Pij?IA7m3r%z zJ(_)8Enk2`TA`~JAPj02D+CGb*p0UTBoG^QlL7@3Im_sEIjA;V)XwSvs z*Jcd4KeAU=oINz~ywBJHwxgG&Y59eMWOd8{<=5$G_FO-)X4T7;wWXtZ5@%8UEYL>yIocm(H_KF~vR%!*+k z&(X4S`XUiCW6=|AuX?*eJ$Lu4m-+%|K4AC#$7Ca)u2TA=mZ?&CpH?{Nq%o4Jtte2s ztu#zY1vrw13-$6&$G<6nEKCLZyTI82k#9j)Z>-Qxn7aZQ1GLzf%^)PkCcSHig-g@? z2OMQ^Y?y5fQ%|?o2XjN?w(PbU7F*gV2RWypCH8g8oBo5RD4qMN7ha+UzTXf?+A}+u zE>=9Hz+N={m#2T_>9-7iN3R(VUE7OKR?T|oe!YEPemE)sE3-e#_XoT3cke2;Z5bSG z%}YB5zWn`nzwrI1IS-qD(9XeMwC(c3(`uWaM$`{t3BG$Xv0|W83qFb2FzZJ5b;tYi zLt!pv5RA~bmF0h91)|nxoDpxRSXW%G+mOc;8)_)rI|VqmG(% z%>V97egAu(-($NOTuGh1&(yxUeSG;^(?7)5d+r#7H|qRJ*?(Co)BczLUA&Tg^9Rq* z@@XcyY%J+?%WS7^OxDnE)Z(zv-W-C z*7JI77NMp8I9#KqUtT_;s&Kb`^5W57T=>24Ro&~#m(Ft0W_i@9XJHKx9G(UJ;*K){ zU-k7bKeR;L&)m~Bil?^+KX}05!~M71f3&Clx7=r0ySRTl{y)9kg*~R2|E)NX)2BnD zA4LDK-2zxIEWUpE;%^6$&N9#4mZ!b;*qrkM3)|7r_9)H?TQEhso${lb4Sv$8bGV&K z6AYDp4}Uws;rexS>VIucgTO{}s1e6<7!`t!=$o_W6geFo7q9;D%pJrG^7Exx!=)Ug zv%Ws$g~#Z6;?9oeR+q28T1wvXFR?QbV5+^gWZGszRrmkL4+hF@L+1aYpm3)P)g(0; z3i5m@H5}KoY;4knY4Up8-%tOd*;EypP2KCR37-{5n0Y$ExveJ-d)fLI=Dc6t^XpBR z^@qwJ*qo|tyLDz2g8$E-h%JSgt>BuVw-Au9@3MJ{0_ht@oV4#p$GtIUM zO%n2a_w2Ulsupr(-@=WJztIw)hHR{QQu9qRFP6Y?1YlBmg_!M{50cG)teNI}Obaqt zuIv4`@VO38%p>Rm2Pc|G5nwqq;}oze5f&U29pxLRR!=Kz9i5q(UZ}9|`R0rAKO2q| z6F{uIv299d>V*t2Y?r|JCNOsOTjVVxZiO0?C0!j$rd=u(DY&tL@AusK(T&x+O&7yb z4@y4|Orb-M7VAG3LAGEC=)h33nQxXqeK8Wy0^@Amzc^))Hhu&j?I0AX0{Kl_GrUqk zRok6Z1oWmmNTz1F&p!=caD2O_FvjA~;*CFk$V%6I1WMYerRbFPWGQxtFtWH&1oMfT zI6^r;mhj>l5IfB@ zY+H{5-b#~^)PxOR1eH|~rVry3gqA*xeosKKzET7rxHm?LA_R(JEQD(U0dn4iA}XFp zWoY+{F*=;Tk8GQ6E1F>}ug^!gh2%n-bp$}nIfH$B1C36u5FL3XTaHD`$TjSH7N4P;Me?NuK<>R^|LvbJh zC3)!kBvB`|KubcbqtY-cPh5`KfF>!!Kudr)VlNa!hG`Vwol6Hj|9%DIqDnW zI_s_pr4F(_dngLb`c@cB$N(aG@Vm4=NzXECv+E3uHjPX@E+h8~DR{tE^Vj z?6N%0U6(5ZH=4f@BI}*J5%t9j0G)LZoI~W}yziM(^a*kHYp7*zpcIzCNX)ZFG*MHn zT5A=O)!^kc;B!Br$mYeRLs+#=*+C6Hl#uR}W#XkX)LhmHIn()x-*9*8rr)KPDwd6H z=bX0uXKWAt8FTO{aXkYv;5))?vE_{VyI^X0Shz-8?ivlZp`!C zvKF|iBJp6B1qjaG1x8I^mIVpJ=v5L36E*F9;V|fXJbcSY)Wh_;Tq)9jNi`H01T~xo z2468moZhVIMg+?g?6SI2+jUA4Ps4zZW9U5OW)`72l5-?C6I-Jl@S}?`Qxm17i*~)c zK&%q(+5(2|{h;l8lJ%r*Y%?S_W`w{Je4G_~3pmv(Yn&25NE=AK8u;}W`jvs)nPxq6!b^3AL3Wk@uThdebZh^jlA21%ct8ir|&C1iZ4)P7nYV9*@=6H56cG z6RQbn!pv(WAHs^?b3ASHBFWYIFa|-ZKxZ-s3q+r>dgMfjA*!_UD z8lh2OCBV@N^hv0q$=K>-+692DEQT;3DY)bb*M zg{{cs1Bv;gK$oQ$1;}PZd1%IMeiLxXZlDC0d#OF{1J(xTLqx0-#gx$b8+42NsmDK8;GZ?DGN5 z-d;o5AA0jKoT3w*?72}4vkE_S&%+t%KT}s8f_1|~fRVNB1|hmR^i3)ZWMi4$VuAwS z%>>v@mo=Zm2^&gIKBk0NqP2g`SqLzZ0^>3Zg}St?iH1FkVC<6V9S~cwR956~Ozsfp z%2~p;vExhG5PA#_41#*t;jg>Hm;dwSa=P&x|6At;0u3Lvj6rrGllvN3oczGwCBoE z@h_&*fL@AxgkHHThXHZK3%bNqQ0&DuEo*GR`T;!;k9uyt-?1+oj1e9}!1!t`k|kIp zVLrT5Fcz#Z$ zUEluh>bJXX*G{K9d^@)sgO<>Yu$*_$2~bWdmRtq?4550fhyOU(f~pN0eI<(cpGORCsKyH{ zyS{D|-~AxAjj;ni%Xe`Lsp0 z!TXGO8;At^7C&A3wR%=LKx>U$L@M@w{kIv5z(0T}^y=2@=->M8 zl6<@0GcVi52hbZYH?8?Kb1lb2aK9?uQ5&cH!)JBI`^rf|qrSBv^vX~uKkA5}B%o|wNQT;PRHMbnzd?_O}` zw;DhzwGEA*v`jO;->iSeu@M&2e;xHo>Wryzo-I~}!kb|X+z(`xK=i>*Ff7}I{#y}H zVBrxwAkzqElnmNOBZIOSTJ2&KkDZ7EzD9}7QTqmL9V1_fW}ics669R<+|QWA_(JsT zay5beu)r5^hA5+OXBqACyMUfjqV!;}F1zq<)y2zOEW4_)`_D@{j^?YjrKgc?rle{r z(fPa;YPzGqn(}K&{%krG!I(QX6<|!tcs%=t{ON*hkE8i-p<%SOZ)(XgX;!x{6i)%$ ze9O_n&U@X8xr3o$ky7BE^C~M2$!=ib5|AH*3`ZJNfj%A-4U*~cv#-__0|oFl+A(oB zhBFxY*pIfhf=T;Pb^8(Ro^>HG#IFzp_JTV4&>ML3PBN9fU9{FX`q|vf6R{JJ)3^~y zMy*&1wx}i_^f!dx^=na8Sm6mp7>0qd{pK=;rk^~j%Mwv&3oN^HUfsq>#Wa8a_rd() z4dNz1G<_+OtqU+)!In?9ieksv08-5{sjG%d0j&(G*W2AqIL{ouZCL>sX9~8TC0*0^ zUpV_OKZUNv6Iof|l)|L+iO$#TMBWt=V9EvM@`ANDq@ z|Ezk|z)o){kDWD2k-KWbWcd0Y9?TWBSTu#{c4(Kzc3?Em#9raU(tY88tA%|`vD(nJ z6KrAm%8?MVDO!s}{{kW<<2%?a=2RkrCA^<(`V6264~$?7*D3|#C0XS9`idK8)QI(= z57{)MMaSzGSKMrRv=@dgBdv^Kp*$OHZm#5$?yP!S{cr+}RYrxPO5xI<5 zYv$ax@|f011vS3xWzxl&v6k`{yyB95hB2xdd^tnlUlN3V-ca4>?DI~I40}?dZeIsn zG`8lY+1ys80C{%wW5gYH6#P7%LpM4xAu=9fJA={aZ}&KOB|Tz#LD^gaTqAEvn6pH% z;~(>az#fIbX=v-Fy53yM9w-S&6rP0Z4LKe-biV13a0SKOx-vP$zc{~p+2AJ}na z1Pt;$`8(OA6|yFBN--b;?G?_})Y{Q@39);udZ~W3m3;TF0mSYvOdmj}2>T3dYxd{# zP}e_V-?_JGbj4KcicVnpzMRZV85SC`5=eQ!B!`XddHF0=wVb3QL*@adW^h5s^F0e2 zpN@1Bf9i(-edv}1eOIjU24-du+G9QG$>OZ&?!jcg{sJxoKu2}1~1^VQSjgX8%-yVB8FJXsrTzCbx21a^75?BERr^E0o& zC*HdfGF9(d*t)IzJ-yGT`$d$}=pyf!(vpTMy;6|`OG6&G2@@93EW(sO62#XrYhAlp zitcHO%G&P2cO=HZ_0A9Q9IimL1z2!G;%O_eiSr3(Ao*0H)oH2BORn3e;VI@ri!hiT z#1SNze{+e+RR3`O!W)2vl|FEl9sEGBpT_~A0Lsv@N}(@=FxWc9n!?`h5V7sIrHy+b z&LlSF;5%M%p*IcI%;S`GO@Jk9ddx{+=z7sdGghb=*AgX&I_uUVE!H;aeJ9ZA7OV+p zs90e?Tpt2nc6ak|ujW^<0@|?d{ZQLiPp!!G{sF?u#4gG@`nB_P15N7uJl9jw8Z>Zfwn^L+#M`v3HSDkD<+wV~eca*P2 z0}v6dSr9{x?Kq=})5__)g zIqvJM>Y1f6TAO;L-7b#@oZOpqZnnv$qce*YcuB>{p$F?d!HxDsz7Q0v+&E6XjHE2X78&dYvEJ#b9i zSeV8yQ|XQ8)oN{rKXZXDv@N zsHF*rldN6RZf}syr~70qhCXf9l9|zu;gC2u(j{*4K)e!2x$+DpnL~wWg~iAIj}li{ z`Ey<%Bi6yQHLshx>cv7u@x)~X*&hjmkgi7Q{hBt37K;<)w|-GdsKv{r6K z2F2k%|Dx>)L5IOa&OYQ;lINXujAjdGD~s|3ZeF4J2ohIRzdG0p{+im4-k1Og`)aXn zm53^-@!d|YfQ&c&t;L2b+-?>^Ay{CJIuulTjjhxrW>EZJC8Z5SaM<;2kth$2dv!wBIo;z`j@v*huwcL2YI(lH#E<0VKZG_y?=-AignY05UD6b`89v&9$GXNbXpZ#t-&?rICh!~ zh9*G?5;p<9W9l^DvB9n80|Qb0jhULUBP93GJvSJ(HO*zd;8MqR@Evtfof2VpLIKJ~ z&UuibLb~_5+Y-?0^7eK4#^vM9^F4uqOA0lImI3JayJ*wxzJG zp_0AMLf`c|tzk^qM1BpQ+cE*cyMBfg<8iYXfbLmN4}h%`+hFHsJjE5zoG??h^H@+4 z=qb;occH7Oeo$trAXzSbwtV$MEWt*Sp)nemWw*$9=4#Db*plnSV0niyv7LJ@Ex0FOLM3 znO*{2=9+MkrzHj(6t;hC5L511;gVXuZYE$vtKfj^1RYG6byqUZZL_tmJ!&>WS_%qU zFhuIuP*;rtkr_!Ey2 zB)$_$)#&6F-dn^qHJlv}ZG~=WM_(V#bSR9HF~oNm7J@@JKZBATbX)gd{_~ZG8Hx`K z=&1p{3QigUuN7MIed5LIK%kVIRV{j&@f$8+)&UAdMP86^ zF+|mX#bsEytS2bZ_DY=Lt(+P!n0g3J?x|0vWVwR7xA=)>2p@Sc0V79gP*;efwk5WJ zS(qXxA8%z66JCdMk%03`{nxs0AcTSwA!Wbe2fJ)BF(+t)uT{XAE|}N64!zI1XuMmd zdYcDX)e|dB?fS>iPl|B%ZO!4kjYHyoG&Li0Y*8U2DJehuK(q?dc&|c$583 zOF$b=(X>dLKxbk!lI%A%-l81n3l+xH>rsH6?36X$!~BOATyPh+7T({_A#AS4)_+aA z4O%*`hh+QB9&aDPf>3Z$1G%Q3k;n)a^HYi;s%Ok0PbG-qI)>_1oV_eRzYXo5p%*<` z`($4gHQAy>{$LS zAFE(`*#7u<;t6=tK!NN-q;6!**$NB{UuW&#aZqgzzozR*)1)z2mPUG!8ZXz`UL}y^ zUHK{@-t9KTh>2>Cp+8ygZ*sPa(4VYqN2T5a4)iBuO&X>7lktE*8FC!Xn+$+S{?_C9 zv9*g>t+)w)XDXfGPvgRVNPJyF>gcX724(7?@97&d#c%==zucHfC~4r-(b~-lGtAP?fNP z0LE4*GY4;)1Ca_reOt0dRh$ZY!KSP-er_{M>IwMQ6?Wa@@@`HndH#v*=B2*+?Sq2jYHxQM{ z4NoX|H9Yg=7c*mg?=IP#6fSS(mL12y1p63_9KAZ4d(u}j2fe!Ud$?UAnNC2QC&oyf z&qc|N?c^|u3&E^$SDnVOp121biuAAAI4w=<=5!uRppMK5U^BNf^S-eq4OH|My%!B5 zQ*_ug?$w!{9C?BrQTr0EN=2u;ZHzZr>sEWnUyoLdCo`I9-jU)-*+9A1yx?TkT*fUI2RmtA zRF1fx%a(9BL|s#5>FvEj`8U2OA{Honj=f+nQ`YsFTgNSaFt5kvJ++cmJ+FpaRS*a< z9Wk(R>ftfhwnE$~qaiE?gCt*Wy7sXiw2NisIh@r~P-WzclTGT~uDl($^Pa6J`8GQdyEG?23Z?}7 zrSB#e6vqIag(q$Mr?2Y2mA-@$etk%T<^Et3q~mLh zVfz2^%RA~UMaq2Ko}5cx)(JgByrknXd!4RwjtvI6cv(e|`-^4cp7mq)3v>np zi#hRSeC&sYIh%6)Ag0!CFak%;6*{Mt1-m$ zu@=+xi;Q$jH^>}8N-NUqa1S{T^PXaE7rtY={JO7miS9+>1ugy;1@RciY5#h*#2ZI8 zCQqnV0Utk!T&@KoHEX}^f5b#F;&Y1MUCt`Lqvf9&`Tna5(_x$gJ+ZFeS|bZ|$H)h^ zn}ZzIO>7x$px*}g*k%0ehU}PGR%@X+ow~z>h1XVXslhvZ(#mH8oiBIBe7g#-2~47# z2iM#hRu;0?Ic=oC92TQBihT#fO))5A384=mXSB#Qz-kZUgy((%Cf*@9Z?_javM|0q9x(7;dUYxqlXpBgFKqbM%}}>Opj2pwvlpsry^j0i`~;vm8RUY7s=>LU ziNv9b&1lAgxduiKAKyLGhttiVtKRyj0xLZ>c$9QB2bplcOcL|kYgc3f3R|OFvU>)I z7=jx+(df2&6B_mFgWUWuPM<8+daj&VKmYF&st?T8#MUyCUbuRC!j4FSt%3jG*hP6G z@7w$*FlLII=MCjQPFjppucR#f$xAX(F_^BKXSYcy&yVFn&Kf~{i zm=971#d^i<-IiV6zze#KWJF8@W@C3f_%o`AWAjoNReqxPiIEoMdJAov7;>1hq;y)Q z_4$~?hYKF;tO`bq$pj`;P=xD589<5pN z1mY`u0n1-3_{yx>>1SIqF#z!Gb!n_8frTi>yA*NUVlGG;GAaR5KfK57PCrPbKo=K% z*o zB6sbkQ6T}WPs+09`uPik2PWzH@$I+_<8MAicMe2sI$DvvUJ1nd_7#VTnJQ2$$C+JO zd5%2V5m(UG(X#q~KH_(mT`z)esf4~vg{hJ^40{K*+ zXVIpgu1$Ia5N?*T^`J?o@ge`p3^KO3^_@+QaT&kQ@RgZu2k@UxdeT#KG+5vv808!M zW8M($RzA&u`^A6V*AUL3LdH2re9xdpf!9WceL^Sr9vPdI*#7%Hm#ctF zZ(}5db*FJ&=|d3Vd1cp~5-4^3_p2c0F9FrA%0G3_@j{-Z%OpKeXJrK^F-!+^{` zH1Qrk-E8;m^NFd~PS@FNUtB4CaRip8e*_~Y#}z}albHn=eJE&Yoi0F%(^%8uGZFXeXt`yA~dRTG46 zx+^`S7}q*QpPm05rX76-F71MrmYMmWdR25Qs|Ne?XsX2Cb&M|0$(cD5=#a#drV`t9 zKa5=|&F{uR2Hrc-vlJ!Mkv>Nc763%o4eY_kn)NR^o4XmQm)|aN46l3^)?g}em2dGa zR<5Ma7Vcj!-#_aiT2lXXU>OxS4m@? zd0)j^;U5F5QfRrCY^y&4&*CA7uvpLM`Rq=LHu=6%qKd$g``TuM(`*-J z`V;dKuIc|g5z|-ij2HL^NQ)$H@0^*d;k#4p+XiqG_WGtJ--yT4-}u{aeR;Qy@^HTn z?7H)l-TceDtpWo)3aS~iwS8Yc?(|<@hbJFH%T}!HX1OO{Zv2=3^&Y-xiqkLV%hF4MY?{EFul;MU z&Gg?w|8kjU+=~Ae`t$|+Z7uz`&}V&Q|J%{O-?aYQ(P!)@GoPmacJx^<&VQxLjEd#! zuKRzebP)(&c?;iFosYWHTETf_lgMcxG;i#3n>65O)jl^ z1G=EO1I5>7Uv^(VRWmrR2|94;;$Xy|ZVqyE<8g|OvlIz4cLod)YhR@RqRMi|h^2i5>Ws8UhdW+7!2nHjXZ_X$LitX(_2Dmgh zfq;x7xkE_T+f*{O{xYYR;MD=pS?Lxm@@u>yn%2=b@Y_#{|3e`olVRKOMgTTJPlpV@ z^DqjE+l@SEL2>d(=WZ~$0Ro@;DXtALEy;3QdC$+lqZ8(xG|zFA48%MD!+nI1qc;zx-MI^qNmYKV$13kM`grvOVG{;_D5D`#OctA3AR@Rh0?Am z;AikJTq(RA?)1(*z-7~i`9)OCx-nZ2dI#a?7t?%OQ5FvI%;r854ewBShOx>%qV-No zj{!@kt@HTU3zV%P>lG<=+x3ecqW^4J*DX6YspFXTenWK9Y82>(?H$3~iazFx{=Fym z4~NWAclWY9+R|P}Ph)iFQFOV?3-{>*1MQwJJ3R5GD*A!$MZ-Ofale(IfsCvl@L#rJ z3SBGk`SL?e_!CNw_4V`YJ%cP9WFy$MAFq>wgaM7KZf1BBb92NRf?BdILD3;!`I4V*`j! zty1880EfNqh2dlCFHR3rol7WOKJ~yFg58T1WcRpZu5vI8Qnq%cPfemKBFyX|a|S-B zqi8~b8R?jq*bflr!>*b~x)T^?NPE)Jwg^*JTVWV>7^Mk)YNj87+@zZruF-#ui3B5C zxH)y#Zp#Rx|M@x}5SO*WTGK{5CN_GP$t`Z|ve(0KfAF>GI@}JPFd|8mXhpsg?2wJ? z)eyM+`NmLv*A+rrYvA7M14+BD`uS`<`t%1y?=fHpjd`lHcqi7sKH}OA8zzc8M0R*9 zDDhR^6F4 zw^AStsfc(>cKU&yhsT5KdQUg(waVPwu-y@!1AMejU@OcBrA!8(krtelEulD$W zLE}3phi|Xf{`~<1XJ*kQ=2OCeL8BQ$`^qMK&|t`tW^^|lbZ^^_N1g%kI*&LR3}}u3 z_tCDc+;nov(i**sfJ-fev-pa>HaqekvZ_|~&dPdifP)^v84zV1GwxMdBN-TuiG%Zj z+K^pW1+6~5Gl!>iS*UHML`;bmeH^##0LUc+X<>@D5^}fZl-S5__?0DM(7d=Ou zEMH0xmu0s1Qn!J1Qv|{RUyEznOg8-=wxoA06ke9Y>Bb>QzynbqeBhNCcsD(Ut(`6T z9}QwI#||U1;{A4@IE650yyik>kq#-Q!HmzDos{{R88Ulu2Mdk73*aN?J~Nskp6DqC z+}7eXS619YJ{#YG0l?}5;iTZ} zpb3|auu89&gkxZ+2$!Z^=C+nH8KI_s%%9C!R`Ovh?g8+Glg-Ji|r0tzUP?YF^>PAvx3TdHx zdS9+ZL0~Ho#}37msPmbUm24ofc)^t$!fn(Hd%N90M^p#BG0g>w%l3@V39#w)7H5rO zI0;fVd;ND$9a|yPB_~6BOBR6prPjvRTT#o3@&=WYu7YhH|5tl&9#``g{f%>OILS~{ zqDv_nPLtdQ8V@>BG-}dZisnRvMh+QnsZfaqrKIUJ57MASAsUp@prWL?G}5GJ?c=(f z(7C_g>-D^z@AG=xKkkd;oX@cL+H0@9)_c9*fo#wJ&{0YcH}z7PS2dWw60vUgv0{!n(r6SaCuA9 z`7S3eenhk7^xyQ%%gp}Hklebd-Rl~yzv{fpb9{*+QIW<0A^!kJi)AhT)r?q1{fGgzy;=Xt8 z3p%K*fIx1#V7do2x;N}RZsrD6!di$=0>MMyQw)d$Ix-2=%xsBdKv36sshERsi4Bmr z8#@;j7HcI%Uy0V;gOORHt$9C<5NzYy=D5 zZ;P7iLO`_#z$vPUSCK;Solox`BQ+KjKmfI8Bx3fc;LVY+@p>f5foI;Fi4Dwl{u9db zmJiM>X&gXmE7?aXZ9iYQz5`%WXg=*tqG!?99pA?flaIjWFMXjMuHN+q1*)5u#~A; zXr(qcNj*om4jmXc2%@C-^3OX}PE8%m>3oAosLBG^+6okyxqNL`bnF0unhdY^6=B*| z>-2=Z&=Ev9a))X2!}zSupXN`$1^Pt7+V0U8MIQ`uEeuY6VHD9|K8dISfm$acOwFkW z&?>2~(*m`P+y}C=pp8H@;Ud%KSm;BI1AU_Om(6JVK^>4H&=XdZJrW2_sC>=u?O_A# z4ABdB$ujU=HaAy-)M%p5yaGk!NYuq&9~ujd>h_0ntpLS@8nHC*BCnp2%xVu5aHN1z zWuHq-4TB}*R~;RQb57mk&+ntApV)<} zB=LTBpKcYEuYG+Q9z@O}T;Ir#UXAi$eij16--55NbZ}aLoaMW#{9-hJ^=SB&Fep|R zll~*Gj1Lr~H7_}d?WeMp{qtT{sDQXf-+*GizpbIKw)oE{sw=?eOiBNlaAyyEeM5Wi zf28v<1yl&r;fM-y5&LK3OfeV44RBJfqt|}*tAV3@3r57|!_sGS?Z18fB?>~$=jQ#I z_4Rwph+=_CS*gx{rV2U_Ul)B;_aBLfN&$F_E0YM@I&U_fbN?Z+pXUuTJ5e|8-Tw-(LNjk$mr_e|z=sN8_6l{(mxn;qfU( z4T?btq1^wjoL~GQ9z|?dN(m^w>n7nvO-PVEiv_*}rwPp_YGE8PZ*8}>3+Hxr@_}^+ z5o}Dc23dIDUb!d_>yie$v>BI4`VK=NCg3d5 zTSYCBt!AaMQEFh-dhsXROqCnMKq}v(H7pIvh&4~(EPX@sS-DXB`QZJZs04GwR`%+n zZ{_9fuV37WoIKtW`>5V~<4(wiIXACyrcq?2e3EKE%xG6tRjZhNYk{3dk~Sqyj@Y`{ z*t(=O-Tw&W5QupU-A|m)CYsb$9AA(9#ms&kSH~+bt_Cy-&OF;T%RK~Xe`c^vmd^*MMi;tllv(8$~Dg+~tr)vzY(grQDpFbNJLxW5Y zq(pgLSAYofu%Lru&r@i0$KNAKjzZ z`um~6Vt7R+z2ooYM~gToo!aKT&it)OwGd`!-1+7feAKEX9L86*Xa0U0d_kr6Snheb zsAd|DOPZVZ@z1%}*q;5sL1_o`4{2kl>(a0w_s-s^ijPDBgazvL@}QS$3kO87#94cn-1g;F03o=qgc-0w!L`$W&GewtBB|cDo$ea5@2L`mk}lcv(~F^jQUogJK7$} zee}9q*7UbQO_v}q+XKuM2mU(poXk!aDtpQc^{!0;F|3Yx>LzLk3O9P#$2Ms_0EwV@ zJ!1TG#O7t=p>61D&K#A{{6LIV2MX;qC|zsdm$)Cu?)GOgdpXAyBQYJMFP#M}FJi8? zq}nc-kN0dm5j6!P(*tT5#_!Ece0e{BHG1M>{L5QULNC9l#ur-rbq0=VViQRB;*3tq zr>;AbNiw51s&2#E=P;Ha7F5GunU%MY;Bl z5?>35Lv_{wzer}AgY@9zVWGJZAxnVYG!`}-A4G(=8sn=irX}#i2!k8 z|0Lp`Ma;QO`8rTDs{!qu;VeWQIEeZ$EkSMpH|qs-sI`ElF_<#&4UD~}i(@^JTRIK6 zg}10bGuTFAx)M><5sZZIt}{HjS?Q+K&e3iQSukfEq~V@1&a%xIpTnHKDP7uFAmHpO ziTIbZh!(WQbuY;TawuiS(Dd)E83W_~GE?0zJqGF42|h2;L4;UtpC`K{$C{3PdaB}eRSZPR zxdz&xj3t6(ZQAB$+jymPC6O=_w9^im9WFoX*lByXg@b<_yg;zgV8$pSRqf*|v1iz8 z-FH!7Ip?-@x69JF*C zpdvvjMc{B^`zlm8JjU|dW(Dc=N+-j2p2$#X6~qt_;i4;^yU6hK#=6UhCx&Y?2~~nL z3K90J2UQedzD<~$cu$FyF?U3QW9k`!;Zfb-{@OY@RI7)GQyHOeMnsOwO$hsNIGuCm z-qFz+ni`pitESoW8Nek%4s~uOfj5d3nZSAwPUCP2gwkY1d74xNx z_knh#s9g)P^HAh)plmJg?Ue(dl(8hES)AuvI-`Ajz;`(D_h>G&yp7+w zx&UzU4bfp(CITA>HYNAm9|=yqjosln5*T@akCe8XxzZ<5*TJKMwar5P244yxJDKIE zR3ICoTe9qT5IVCjdk5l676E1=QXgEJqq$u;#}@dEMKeD>Zs1syU8BesJKXX3?oRKm zA^O`1o$2wboPZGaNb{e-8@a>Xxy|#Vl8V%@+{6r$%c+DOMIX;|2KTjq9pKQ^BW{^1 z(ViY9BYJI9S`+%-vC&s`wAp}Ciq~oVuDl69CZtzKmsQGq8Ju5bN@+e|;$B2Y9`oryyCiu#7Ffag z&KaR#B7w4~@p{K(PFZdA=qmk-Y1&>v7f2)46-CdQgJhcvBB*X3r(pXSzst2(?lk@^ z9Xtdlq4Z8ed)g#}9tOz|p`ED04v}KEZ3x|#%)B@6wdcRwYvuhD?MVlVy%(rl#ilTus_0@(OH%jHjHfBZCw!n<}RK; z1_kXn7Nc0s#FOX7;m=0Poi(krE3!wnY0BeF2|M}$Rr;TjG1mIAYk7IJuZ?`7vcC->v=9arVRbSutM%;tBV4YyALRR#5!0Y92+1XF z8b)wc6g@geu6~9!ML+_CNZgP3+k0*l&2$POc6mhvwI#zr5V-{E74Ki`w+Uc-{jH#1 zf8|I;sHR&=l5%;{DW@$Lvw?xgyqUjjI_7xjS&EqU$Jk?oJcQ^D_2v6$=`HAq{@wxC zfM~16hM8YSRU#k|@Cdaig`j}A51plR62m}K3`r4bZAH=P^ZNlnmcdmuJ{Euo(T6;T z+H7W#zXoH6zshra07lxl!$w|!|qG}nz<8`IEW$F>t2{D;7Rox(Dwo*$Jtm?sOTryAFAL>vNWvfTuPs7CTc zHGs8izO6KK(dS@9nrVRALEipR}tYIX}i`X$(&Q+B9`ho zo^JrX#W$f=QHsz}!0y$sA)S*cz5J{Wg2suaj!|3OW0&!5o7_^7c4pM8<>2RZ!^}2q z@|ji>#>rkgbmRuOOg%H%Q-D;y4KV7vrdYlWa^?wc5*!UdZ1AG)rSw{_tN1)SZJVd; zszy54=1ww4`^W%CWs{b+(jXx_;X?~>gx7*o3Te?ZImeXIrnEt@Js{rM8S%yy%8e&0 zHmhDMihjLqwO??X%QrHgpC87?`QR{FWPR8Saydl2>$%u?tCv>}12n|$uPxa?HhCw$ zgz+)bJ23Q`>{P!C|6r(#R%9C@k?C<84MbX^BfSb0Lyw27$_x`C{SAGW8#u@j5{dvI zoh(y-#g=yT!fId~&w_ZoQ&!L8@$3w6r+>a2d8BQ2`lAZj+o|YTf6R=WC5`F3;!_+Q z7*tT$LAntC!KrxhvaF_N5Sj@6Jli%Woqr1P@xkIt0P({4*7YrLC$B5~EHHc2wS}@U zzyVOK$JI|>@EIp7-=Xig(d02|4?_XF*QG$*1*H2*|PdLm-31LQ6hM&DOF^FsK> zqSx;vapHb#viF~6E6O71%aN*^5iLHa)%1vW6sue&ngBx`D81&y>ysURd@}a|uyqIE z@7e8zitCC#oD;f@nAmHQ8D(TYJy@OLF8m5vwNeuyn}n$U(N3cjzC&05{I=3ym#hr1 zadyQiB?bly3bredhS8~v6apA|8N$Vs$rpe%>#y1k2gMA%HV`Zf6Cb8_g6V}O;-t!T zPd-30{19;@Q3KKJ)uOOJ3tYF>irROag%Ad)YZQ`sn^E+88@sENyAmLcl{NJq5IyK1 zNw|^68AIR-#FautcqQj*Lhc74ea^AER4-A)%+8x=PFND(&};YTB7?0~M7g9VP`_l> z!nQ1ptQAxqMrCUeBx&gimdoNj8AC{lF7`e;55yhz-^sO-O-2ggWO;L5Pxq*t3iXS6cr4}6pl_AheR0BYzfy8uwX6=yI$9(l%{(7#}lAQ)Jb2Fno5QshZ zDr5G3A%BVUeQTUbWES8~@375w%lAN3ZCB5Q(Q}px0?@h5=8+`z?H6e zIKV+pG}Shzk;~oSbrAqr^V;jCs3avI#{^iedQH0gVNXNE6BLTQ#40XW%I%Mk<~_A> zE>GQ~eKa)OfSu7VbZp(Nm=S@A`>=z=VcALsj^=it!D-dr+R^trF72I?V^6`~l$V1JfpfP-&tuSfZSF>s^VrQ?Kq z^l$IPzhl&l)RpA8=v+d}eH->yPV3`9UU@fukSRDBWWEB%;2LptT6zMdVxB-aWt;qr z|231|X91nGC_)%S^L%v1oy}Z(&wlW|tZf*~pMnmO=u{}$vg(6-+qB^ZNoSh^K}m$0 z5;XE`sz;(6tRf+sHYdcg(L+-h@!lA97lZZ3m*kUSg57e2R$JB)Nb&~HnE;+P5Gxbu3@rrDWQN z+gmqw3E#oKB4GPKBtj)XX3BzjlP~UQ#jC{N&6=J&cUu8?Qn2u7LhLo%xinLL#31C8 z%rZK#CCTf`GAc>8D0!6RXK)tUijPWKVx`HDG`WMb_%8$s2I6Ef+BuQbi%fbIosZu< zID1gzh!4BAMzN3LzKzn+(uhMVF*djh@}X+*MMe2OweNRoC9r;5-B%dpn21COWlo zBwI+D81BFKi7k+G>}9J1fVOj9-ENr{Zat{HGnSB#ZAYGIIxDvaLnZhYAwlr{P%wfB znGNF?G)Te*T8Ov>bh+82r5)NI`RpPQ26LB5b}tW!m(t?BSa-H|gp%{+N3ZY=YKQ+w z8)TnZ?`dz_FAisvl!oXJkaV)Mxwt%LXn6?K6ieO?DRYvp3NM((uEwJ5aGGM-zSH

}4CfIY{8*G`GAwLj5X*kTUt8n%^fN(-iZ!SADXjjjqQRPbZQAZaTJ1Yhj~ zL8N`Y(}JinGQxh%M`t{1d)b0{HasUPijMTImt2h5N*vjy;QHkD%cwGLP#yL_VvW`_ z%q>*XMG*Xs{x-csR6htA2{8Ctb zLW5Y;u0Db#vA;_hOaCdZ7zK6ZNoBOAv$bVZ_$rtQczSEKF{%Bh@dmVVQCn6A%T;f| za6@S~6aqKKXAgaq^d`ZtFKAH_P_XDFU7vvXDI4#a2EXqNKGo~?W~qD>E7X_PKAXGm z_^_|=%)(bG)P;RoTPXD@1J6yot0w8Xr|WoRyXAFZ;;H3w*rb`Ev-I_{w&4pO)#!Ac%r~27q4pxqGcpRsk2z4Ln7wT@Bn+Y-V%<}!57lXyLh}cQ{IMC zj2aFxwW&MIV|sEt07G|J8R|6E#Td2qe7g??`(w=z#ZZmFE38Nme(v*Z=J4J{Nj00j zH5E!J$zm;l!KF_B5$ZSiwiB^eJ3!&XU(ZtEH2x1d@|OO1SCjlL; z{eNOM`kyrD$;9GwixvqNDah^8_&ouXuIabc|6)P@UvKrlE&aEpf88H`wXgn<_U|GE z#n4RI@ZrQZY8$e}0iu`RPMer7U`t+Fx1&p+NSF7TFKmb8pw@!NSwQ+f%L)hLbG%H9xA-3s;aO_ zo)IjtgiST-#S&;B&B=nYZya8>uMf zK`CZ`s-9Dw=Kij1DOWfF*FdAC(!MUIlbn1QI*DytoC7Gr_IZm8ZZ837;ksQs73g20yl7DIl>ZAf7fM`$ zkbjDq29c8pRMRyh^NBc=GVwNj1O^Lx_0b_HehY6r@m#nO^b4SO8q{o@t?8|SQoAw# zVHYI0k|#Y1e;tQ@F?jXf`=|JnzGP1wiNz=-0?FvM6NECV_U@uxmDn~-zF{LA|#gS)~RD$8C?|ZBq3yTX}M{Cv} z4Znie$wjPQ#%mdUNKo-ibhL*9QS9hQAS#O?N!!j4+)X2x`5vHHa4&VQ5JLGI%l1cq zTLSy-0VJI!srk1xwBh$aLdUk%+_&w89hkR3O4qs(A06Q5s1%x{hBMwk*ASXkR-A`w z_rw$?RPQ+G(Iknw?nzHkJw@}5RqJP$qG^LBC|uM6%B2=5GHU@z$9tuWHq>5PdurzK zsoN@EBY{1ja$~Iv)5e$M>x+mqVAb3YZjl|#?LdvLy0*X8QpdxA@8chBc=JP zcfPxfurzmB$^eZL3V^C?l!M}5gvz*gElwawNN7doMiM`V#*+cvbc+x+LWi1AQSwn2 zfG{=i)-5A?12=(E1f*&!n+Vsf0T3o|6LO#~HG=v5SI?zg12OBdb3z{Q<6Piy@kypV z3N<%`L&*X@{J8iv%x%JzNEfm_Q*goL4;%)a0Jf~z^_~|UGvn71A(I>j#R*>43M7q& zh%_8w+HXVdnh&Lqdq|m;i92erCM^Kuute}Rl$dM+w^f6B)e#yly9ko}HQE4%8Uu(~ z99%&XiGQL-V5VswUx1jD=P+FoV~9p<+NlfhRBAr>G@@N(8KF3|lV zg!;Nnt6jl2R))Efvn0Ly-at{c3MUi1+7cvfdw^BO-o?5Y*e}f90@ryHu6fOe{YF#j z2=M?gv|5%Gjo*@xW)Bjz+i7v3j74iWCF=BA?m!b!qMIQ}PEx5jc%p3qcf9ed0Mb1&~va zxR?FhggtMfnP>lDHtTE^@gKc4#V1jo#QJCMS#u=jFOk9HC8pC4pp<1E3D6qR=4(P{ z4(u1m*6Nq?-C+Ll!91OPHoT9Zy8)FPjms52~? zv-?t_DYcdi9T6}x!ssYD7xnT+F`_C!dpige$eL|VM0{R;8zpmE)VyXo*z9Y#aJGmh zNGU~g%Ha`%yxFeQ_-#zh%be@dp^zD?sdXq;!36;U1KWbV9x;1^#(Pzc*rjc{*77#C zEKCLMxsd(WwSF)0<5o=Zi6iRiJ*ygu4(9m7v~pWXWLS=);Xq>c`U3D>bB~z>_I1i4CNM`}yD<-OhB6G&M^0$x&N*`&W+mP)9;UJ#qwIG;Z%&idB)k*USLF2bLLg3v(k#YmoiJSVLbD7*DQHd`6- zJz0~|_lE5;0$^bcT0f{hZIusYFEcW=$TX@u&4RL^GScmsDi!j&VwzM0h@F~Yh$5~D zvbnyy5<6P2YzO26jFCGa;3`1uTv|46W$TXyC7vX(^qu}=)joh?c;-QjlzHsXB?pkB zV2bn;MjL`Tu(Y=2_;4)REhXa_wk$V<2T*MZ@Le3n)yxl@tf|0V&5hw;(yb9 z{3K{V@x*VskDsSNely$rxQNgv|5KT5tZ>^PErS3en&bXfkx9Mgo2ca3!1mWb9gl%z z2e}~CEyT4dQo`t1aqvq^Joea5iu2S@f^WP%efKL?E|XR0gjJo1K_cHiD&Fbs7OCZ$ zuGl`*6W{p29Z(nxpF)9)izz*Ck=i=+wae-nrO>yoW2>3xb6Lwv_SAVQ7yzJ-b0o^p z0V|j1nlduz2Rc_4C&fDlvyoL%q5PZ~iOQ@+Rmax?nU?a+)q z#d2BgTlEseu@Z2y{|yeMfRXB)q$^L$i_qc5Nb z?rw9Zr5J%RbvWJ`=B3?1NW7bCEDV{FvK`{j*M(l{qa3HGE~sa_RknsvB`U3nN94e>$@7OALPywL2H5+&H% zEdov;g?0)`ly&qxHTbpNqX`@g0-zz1eY9;`_tlVfGolYlCYd>0p>#-&`{1stge}QhOA$=*8k31N*_9JX^FVn&rrYA> z!K!*4G%q3c>Owi=S|xEM#A0&m?fw<~g=D243NmzcW+Ycr<%{Q;`H0WRZorlPNBJ z8vk!UEG2V8(8NivtR{+wbBa!zhEE3F^03=(wG*ST+wt#;Nnf&E*@{3^b2HoH%S$W%Pk__$D$#O%EeUd(E+U8rN1iU z`{=buTHcRF6b&YOMN_+jjXqL^NaXDSiyBm&KxvqlxA3F%T7}vV66IL*nD?5KJoD(N=oJ@v*E^8Ktn>{D&vDLN7v{`>Xor@Z0L$QBvU=hSG_I zhf51pHvuOAFN@gxo6XxiMG#xXS;26V{{~x8l|_i8Oy<4w_m`i)Ata3ek^!c=`Ri`G>VAV zqsH&xf1J@$1`EbG#$YtR_(mEraq)*$k+KgzeLA@VI+y%AT_hqt08Q)3%C`?MJbd}` zrT^$kN=N(S#1psE?qEndkROY9YZwmzjCGlbot>cmeUF_swzdO0Ex_X3e(%Lhh>+3X zj#unIUV!owo-i1#M&|>CFj_p9iz~v!JFKE>Q> zj*}mZ^BNPH%W)?d`01Se>Sx|G4N>XU6d-&qg^b1^hi!e zN9SVFAtR$I52?3(uTmevJGQ%u+r8%5H(tJ=i$SI_3wp@Ck+G5}_PK^}-K6qqW^%OQ zJrpJ1f_g%>W6eCk=?@pwK$~>abdn?t{0emMH)4y$B(!hM|<*T;JZpTE+(|diMxtDZ(%mpq-==g(js(ySRq(iwo zEP)9g=#nD)aveWEzjMlQYwPRl^UC)rKMlQkbJaRQ{q7B;L~4Vrfk2-)$%NJDQmV$s zk8js6I4PXMPHRYDs|nb8K)GUr$&G7N>cNXKf4~@TU`b|0cm+eu)5FVZ132`Ji~`s+ zSt71E%}$NG5xc30R9K-%DrumeAKrc`cUoE+Jr@^O-X@jn;r^nMlC04OGZ7H{hr#&% zlc+>+)0!=ZJYlYlpJ0})`V$L0{Jz?L7@Y`Z?yTm4PbZG+)?ePA@h6oLre_HSqW|i6 z0oaC!y>wfMN!`QVNl8g2*4BJ7Tay}Xw2E9eQdzP1WQe`23THzh7{#AjB507us2sk7 zA@aNvu+)EgKRP-IP* zUh}1DSO#ENy^TE~*&OzNyR!eD%Fuk(Tu`gnivd`=VUz?KC)c$r&Be{VC$n+I;{dkRFbbZ10iw%Sc2nYb7{dsCLyF%BvDr()aQ|MiIuHhx3f>sGK zC6%`(Dac;iHj6E59ePJjBm8P7CC`Nmm}P6l3@YNsGVi+(6#YS6qFCd7SSP??yYH{LNf(~@P2zjzto14cbU2r_*x#t8YmBD6DI}2-k)sFM< zK&qNVp7>F1A*Qj&JZBZ`T_k47Ki%NLh?W-jwt8XcHk zc~hFTYQ5$*K3e^)0qh549usD#xV?k-ot!s#`M~7SRCr60Vg=wm!Ath$f0O_(S_F~9STjg6(By*F>M5I@6VWBl<81B%b1Zesl0a+1kU`Y8-A@sjaehR;a?w=v;V zkFKvy9C`82Uuoa@OxUoLA0@u>>O&ipH0|w&I;^a$(z7{jfq`!{8B30%YWw$V;w-~4 zj(TJLmf-I{r0GT5dVpvB&pEC?L(9Rq3ddTC2S1I!Q+)F|!yl9*PjN4bf4aOMRDRb5 zDo}h#`E1|+(-ZJe3$ z+jjpM>I|@n4BJZ-hC(sg->wYbVGn_45#$P__;7(?6aXb=+r!?!z97YK@4*s3E_`F* z^XR|tMYI9GWW!3qj5yDJDCP)ao?zdnTd4SmuU9YwXKvoiLUnWcXO0BnS@aKZ%{Soh zAK>ei(J(@o%hy~+jokC=q#TE)n@-d1)P(82PD&$~SEJb8uYdi;GkhKS|J|lO_ea{j WrMRWefIuU_3xKi&OE)n>KB~ zeCeXtrcDHRn>OKH!fb(0ikyxv!aq1hVglzk#gtR_!vE1$lfHaQSa=g1Tw^xj;gD~_ zM_+;exN#^}uK96}ZrZ&3Iqs%S4>UHxGnc<}75+v4dkp`fd;b0xHwgFJHwf^8Hh;Uu zyM(@)DN0)d|7_F0BxAH`6DckF59hMjpIqLQ-18YPk=BZEy0(hta9xbW!o^Ds}EF!J+PNbLW- z|HpmmZ71E97HgMcY^J!?)wzr6)rTwQ&W2mL49gCy>)4nEEHvk)76jWRhY(Zq-r0nM zi-#fl@q%1bxi(rxX84qPx%S(rFFxOYt2!l*E}6^v#gX-H|LK7>2dRmq_g8#8`qN*2 z@#E+_L528uxLWhum8aMF!cPMi*^i5htr?+ox%>TKe|oo-A!y3;QpXjxZn}T%r-!Zc zV*kCyf2;8?()FKEt?aLVx%l6>#j&z`yt%AQ@BNYad{*P3FEK_N!)LR;2KoLCc@v4v z`(LG2)?8QeKYZ0MO>FAyty1skz-_w^M@#T*H%Z`CzHqtk!M_O5$}{N{+sfEmuS~UA z>G_;eze>)gEj`Q9kfL7bNL3dlagL{q=rJZ-Hy!^YH@B3Xlq7qr4qDw2tZ*KRxE4(?!~1x3r+` z(;k8GPEFBi3_Ik?LGvoT+h->1uoVeL`=lk=;dRvfkMoHQBl=RGs7}tT%&S?Spw>Qm z>Q?Ec)MisTA2uCX6}gdo0Vd!u-jpNwX5 z{PLJxS?kpc76;x~#q2%@-0*9G0S>r4OY>vyavsEY=GCW z(~1A0^y>X^{`Pf6RFZ*6oQco(w9zd|HzS#?WRkSp^IzXY_q~&mbrrK!1wp9$r(1X$@>PS&fJ3; z-Zk7}H7q>hplINvkv}`p@3lDCx~TKWrfb;krFb~$)run03gtK3+3B5iiuRk)Q;M6Z zs11x+MKr2Mr{4ZZL&$z#Xntb2mB-}EhvzNNRfvWMyL8Cp_0Kg}_P-(wC*gT9@kxnC z!K6mg!Dc4E*qL?skfvXg{+sQ+dUkViQMgo2h0m$Nv5T^@VA6S$lj{&i1Ti%^JFbo~G$P z4V+vU^~#mkj?;jxdTgh(r}5WV4@^2=9rJnPPx3~>oU>nER9!ye|CDAxDu&@@Y(`Oq zFMI4z7;TI|YXJkhi%vYHQc5#uL5;C8_G?~>mKyaR8pxEaMa@YIY`SbNwtbB+I#6<6 zAAZS@v)fy>?|_uF9a7DC*v*NNcN|>!2#M>Qa{|me9+hev*wol`f8-mf>)7W^dHQ7k z%;O6?F7qt(UQ3)io*|Kvc5*q$^|i zUWa;hylPQGcucAEi#HMUv;9g-oK|dIjLa6Jp9csVt}EHF^64k<%6-aU)|#?nbxU~i z&IcXl)+%xn86^#z&`a;~v}Uz(u~XW~ha z5VM?tt=8{=bLea`C|h-pA;&XzpZ^j_Ai6Pz~KB@Ei%d=$gx> z)9`eBp+PHFjbtBa8^wg|Awh{YX}#TK@@FeY`E5$!UCc zqJuGMu^1D6CDF_JGIHE08P7kS8O}Pz$Cq8Gs}+-e>oslUMbcEWRvUJkrMcE?f!3p! zN4jq%Tf=Vgvd2*sOo_NNGpJ{GChD&D&TfCRmSZpLp6N{quAD5&GWfxUbKG+SiFI!} zPc5C>y8o%<7Nvo6!dVv_@($Z>VqDi;m&oD8!#$KmCf>xT=cI8}$!=jHUqkdIL*x#A zr4cnT33;oc}MP6m4g^SZ=(1s4duJ?GqKj zvG;Wnhw0^4X|aYy1rkZe8-j-;%E=faDUeF5=jtNa{X({_(~T!!2S?kT0!5m9D|95N z*hwf*a$B2c3?!6P`kgjP7_^%yQL5Z_#7~6duo4HTb8&+<<}fd=uBYMzN*xY!3sbFu zl9eSDk9v(&IXgooedl0ud?#U929hw%1suV5-@SdbJ5lFEa@|M~RbZ`*x_?%`W$bY+ zDs0vKfsS;6hZ7Zci$<2+&(ssNZ01Lbda0JC1*8i8%$;t3KouY?>K|LwkJOqwv*!56 zOtayR3&m1r=uayjJ6>|8R^PhsWjH~0AxCF!VC^e8vXp|kIoPbFwTJfXt)cF3F>6;Q zTs;mwX^57jU|}i}?Br^=jEA$Qu2Se_88nxXB*&ar=HuGIeqm)9f4Gnc=9O@9A`&}L zCs%9b+;^wIqnqX}%k2+ANo8z}d%~z)b%@W-)x_FL?n=q%4fFNvJxN^cl$%^Ddwejx zC!jYvvAj64og~n@+2m8`S!(I5>>*=2|iekQ4Hm2w#&SiZGc1o}+pR*V#AR8-C zvvd(OCuVF^b>ku^5}?+bpB{0TkbbByjmJ1f`Z|BC{7fv-7U#kJoW_@0XUfegMFsYI zPWRnBCkJfhw_jH>(v+{uR)H(ahhraByBPOU`IW95L5qYK0PF2;# ztCj?CYgR`Lv=XS9NxkF8<`GyB>E2t<`iaoSdh426gxlE+rS~Kh@0xk%db-;?ss5I4 zR}^jR!tBKHmzcduyxCyN(H7D73(AL^gCG-;Np{k`5l%^9pCNuA1r{RC5_IPsaoIhk=e zNe-VBtzLb894dS|tIJc)lai|Dh*T0^&Fc=SvpNPNlVS3%bk-JfHWM{t1znc=PaEER zKcW>K&;Q;sUggTic@VSYn|33DC7ujb-M)H?b$dv*9=R4EFRfJTfFWjkTjx1p+2!hF z#T4`O`lryQ(;jKBt_5;y)JR@uXlig_Z}Gm$HBqhY*yF}M8}Z$HdXRX7rB1rVnM#5r zwWH!iyiLCSw%(Y`Awf~%oLzEJf?3C=F8;7FR^K&Z4>p3_Y+>S4IA$~d-0;%k@SfK> zirJPmzV}mylCp@4>2%R<8_~?}%9ta&?h)MbNR92{U#CqQpA^8QF5{Wd&C9qsKpR5kRmU_HC{-7k1u8|oG`;ws$| zU--14b*^Qql4|kmgM48=kGw1~SUd&TT-)WquP>`C1_^CX0X*V>)i^r{IU0O#{&V6YCPQIy&7p`ze1>xumsWI-|(rA zh$A}}<$azm?8yGJ=3m8zO&XFk98_;OHer|;UKXQC9C?-(peptMQ8{V|wG){om} zcGop0&AlVnV_s>Sq+@Ejuy3dD4t^A%5L@9>t-=YeV7`%?4uy8yIppu$h=1Sc=sc0u=~~iKa-!T~tlPu+Aa3APlhL)w zPsv)JjNj9Gg$T3NhkV|9e2oJBlPK`SgY6Wa$hUESgUm_?9Mw*6+X6ZSE;D71i?w?j zbQXqM4QI3OH*dp|kPz&_(4VDQqr-pLW!O<%qy&*Y%h?<9Bq36ZI4xs-v_yPqaiJve zYp&cG(*fx^9o@FhlOOxzS2W-J`Pp zdak*7qPCy=UTC_4WpC)Q#p2|MJ%(_kg@sPUCrrXYqv)7xI0$x?)kN;`N_5NNSVo@=FDC9`&ZQpojmn<+Y<}JaGVMa8Ta^` zT^*6hNaK_2^FBNsxHPY>GA5^&?Xd_JbJ#Sy@ciD0T|OJTC>V(>-YdH)#k~}*29xWv zTfiWd$c-V!S0<=!lMjwXy%L7w7_srLJrP{}>?r_;&>?Ma;)eY9d^vSjrvD!8Vu zY~H#fIyF0<{o=dhF_}qB6*v0oB8n(GRS&U{)$jzz79?j> zC~N3C^&iQRs*INI68~I>6H`KOEIzL9?Bz`Ee^hqRD1OJOE~Uj$FH4@7 zdeFU9@I#mA%h#`>4eYI3@LTNHy272 z>(LqRH2~HLa@fS}>HF^=Cfr&hBW>1fQuX-Yg@jkceP_l$T&Vi|{z>8l_+8$ru9u@? zb1eN6#T?ZiUng~Dn!h32S|CF&n{>3m%fiA*)0H?yPPU|o^k5#SS2a~9t*4oRp%ck8 zb9VEcRN)a)yBNZD%ukbcJk-B(@vW7Cuj}v_+E5XWcn0p z(XVXJ?Z@K)RxyTk4KZu62oLGh0gLdFM_cEEE5!3o#dk;aoU-`v`=_1Bv9H5)ak0V+ zc=Cbko%OfbaEYfKU*0=pP3rN^v-XD1ON>LA_lZMi#=+q&$&oKU-b@m>1h(2urAu9n z9p0cT{!~(k`2_wfPcyi64n`TKgBf*1^6f$V@(<&rE=W;16W9?OW`4~lOw4qB=?xY@ z_xQrFU2e-!nxkfoI;kWnO8T$yHNLjJJ{H+iqcdXd7~bL%q-6avHH5Tkq+2D6cK?*x zpc8>5dyBa$cxY}3LM_Hs!ZPM3Bl}swn;i=EQY_Zx%6}FfV5ym{a*?Dc)^;LFMw;EU z`*oh>)`nF#vP}thR-s!rSHH_?rCKe&MzDsIq#gPRgJVp0?sT>cM_)Ve_cbNoAx}e zrHM57?q?8M&xL02)qDREIPj9){^JV)FA4mn+b>-D_N#7Q*&JATYVM^9ztg9b$`m_W zx0i@FGuhIUE*-81PhM#D8MlokDF=Q1G;M4I(KPM7Ov;rTf4KNCk00Fe<{|MRLAqH6 zT?wA)*E=hD7DwF9ccpu~_q{vhcBMZy*R}zcE0J1Uv5aB(P#B4#C$p?X@?LOOOl2hw zI=?jTPZ>;Y<=$^vr((kXNsehKs-@gc=b@(ci88&=Buq}hp7MKJwioLj%l8y*A0Dr| z#*|(V(J~UHv_Qvq^yK*`A8$nVJfO1W&;h}!e_8oR-s;!}YpH$L$)s~`!9JVAI ziQ}OCK}G|c&tIXS98OpB53rCKw&HV@Yl)xi|HPE6*UDW$7WENO1Emm^H}^xmuV#W4 z>xGeBy>@owBAc3=Ef4&PdCnJ)m94|eg`G})`~1NHADb9IW|i}k!wIkhQd%2jRZF<}0H9|w zb#eOohnQHBY@(!I2}a_TKRXp3GOKcEr~0F2reW#EB#kGwW4^5+=v1Dy0kGFkNB0t-=g#vnz`2#|tb8(QR<{rSW~Xalh!K>-YrJ~8 z>#1?QnpY_7B8FEbmUD-A_db6aAxKP88GK$|LR`*sF6xuasd^%k)A=lV#IjkleNkgI z?w=x_nuGbPu2jjVA1&Xg8TBeb@Zkt0UAt43;Z$05V~0@L0WQluJ95Fl5trc6aMeMF z_=Wp_Tn2zk-0_ZbGwJY1#N^&37dW95P0Zw01C%0C)Z7Av>ZKkF1Fa$pPqW{X)YaYi znA7_jq{a8T8FCo9lvG|TCR_|4EtswDUXM(#WVkB|0 z3OS_)1>?o4MXqI$+xRE4bel6m1Gua_B`D@k4i_bRDkuXoDideWlx83!Svoy@n2wj9 zL*me?PNb&A@($y!H-WF8vg>}n;3dIe@T6W}V8L7OJ$@V!H8s%}uHPR`Brk+)2@V7wT=klM z9Pp2Wg<1XW`JooUhaj@#SEB9MpI>gBPcV3vJAZpLSUMsiO!VCcw=q9%sddN5OZ~y> zr&(Kf#w4(Jc$G=cUcB&c)3UlixY(A>zdf2D0z5q2sJ4UTtKR*(BmZaAM40gdzdssD zkO*n~ogayQT*uV`|1j7)yg^gztj#ah<-aZP!}R?)b^mRFf04ZZw!km8)!GgI-zl(m zHh$b+pt}D%1=c;k{t>PJPJv&D&Dw+ZKSOBkZ2UrF|35HCU!)In2JTLJ&DPU{ND4$#?(TV7~oQwI7(`Wn6}v*995Y%ow@}tGNf9gTiplD{J5F z+v9#UP7xz;S6HXsZC{aqfAbU~MZtk04~#sq!b14fbJwV6-m+~;k?F(~%)k5EMAD9V zP3cBe#Lsmn&0|+t|Mr$h&-^Jf{lJ+ zu#tVgejbh_OG5XFrzo)DKu8vbq9PVeahZR9yEWnx7D91HUG|+iEF5q){qrKH>40}i zi)DW`0^$cfl5P~Y30jg5Iec5ppJypZhR_;NnO?+)tKgo~PCOt$+dL1LSwQ*Ou~K7* zIx|e9z#r3$Ar#3l!LfC9+N9m{gqX6Qasvoh4J@>30JW>5uE!?zMMi~H@GPC>0@8&> zq4Pc=&g{!mFNx|x<{7X4Jb=|t^4#%aAka3Rn!CVo=5xdgSHUR2a@=>Mx~&X9Pms`f zxP{B6>$uWoh~69>XSG|LA28CmLUmRp-#(hoTtyw90X*>!Z}is$kA4t09NaQ-<=OGx zUN^gWRYwBsM}D^h{)`!4g0*KLE>}k9ByZ8>q0wFXtXF_%R#X%4o|M>WJ47BF2O3rg z@D_M7bXkTKqefS6yi%nv1-#_+a2ZzUu@oaHZD$gRjKl-V%{d@naCmS3B0jN zV46I!iHXh36|2R^J>GRWZRh$r0(iMev0p(m5;!|g5c3psD)qkr!!5$#gfe3ZrZ#4uH!W# z{!$q#WZCiPNP?y{g4{``VRps@b(ijJ-ti6>yOU>LKbyA=#k7Ep>TL=#98IG<@(2-f z$XRZSkUBzCb0I;aL=j*|jz z@j3!%F4ZNfR~Uadx3w!=Vn7RT(~Dgtxl41o;be;D2bX1i^z(a}JVOok{T_QB0AC73 z|B3KaZLZx?^!XdUY&yjOiy9J7N7sp<_aT>X$(HEh*w23 zPFA%wRlEKqpHlA9!f@it2da@B7@TgzFDbdJ12IZDPGI&VewDvMob~>&Z-@|M`k!;S zry_}^EGd9bXNeHj$2TREAHBS*>L>chKx6P_ctCNOBH~Z@EzVTf-8%Tr+jIuShXE;! zFq=jEDf}Z_cOLMQ)Nt1CK^U^asmK$WE9yO&f!T8W%O0MNM^s(|NmW;0n)KI_5YiAy z$Ga7}Z1A!YPk8M|gY%W}=5NflbdX~6B3LS8m2x}E9J=1@I1?S`$28tobDVGsza5CU zZcaM0@K@kdJ?Zc%V4&Nl3-Ekz)ioYrQHwbD#%8lt|7JxzoEL+@8aWmwNrFnrD&bzH=WRb82Ml)*SLr!pu`Evs_Bi6ba&w$1vm$j zst7W3XKP}^mSzH%E^prQ$0hbA{R>jZm;(u>feKOT>eQw(L@Bvf)v*U7VhfZ7jiIJ= z8CLJ}4@g&(t0sRNih~tqz)FNf$Sd>;JLC!4ogZ4&-ao&qCZ6Twz%v>@Qjfk-je8Gv zQU$ogHW|N;KSZ~cF{W#o3zvUTJnYJQPqORjAwbU1fN&iHrP3q9LjtZ>b|1M~ntz9w zpj1wgL0>}>7tX>j^H1{;v$`t4YUtUkp6BnSAF1zRm~~cGGiWp@+Mif#e}dJI|J#`( zVucG^x|};zAhd73=#WQD(0S!ho`X{xu)RejaYZeL%yQ=x*mU&qs&Du-05X5`+-t+l zF2{;#&Pr1{m$+F0zb>%=#U)#xqR0!s3%SRZ9hBa}Pvq)8I+Kp}-Zg_5fp$X+#QmBK zOSDf+E)A&j2)&Z6S;{yScA0VVU4_dhYpW|WDg7~-w=#qKlou&?aDEBeBT4pRR!G~8 zz)_SzWCcNw5XNHg__eO`5Q!d)V{47#7ykBo-^_$nOX|Zz+!F-@9kTWn9fSoKTvuc` zcrzblh~ZQoC$8$r0hYoyPKV^f-mTmc=*-&6Nu;7{6?@AtdV(RUpBU$FJ91NU3J5iljy_9; z_$HeYeHQmbwYUbvH0t-{woVta6Eu!FU{qbHc(^A(0kuk)yNm^c5tkarKpIS-Y`?ve zDWFj+HrrDdIDW<`2Y_n6ZEJmEaiGroM^YnO)`cOnDj-oR7`C1O32mj(C&lJOa3-XY_VDB9 z9dbK+auB#TGD?T|oi9PqMz}e{M2MJ_Ubi{ZtRn1BZcqi4u;cwEs3bSP7;S#x#_aLWpH*Ii4|npk;i{m<|Ik}oikc|T;^e7)5sbwaBNjEQTwF@~bodQrQdVz#hl5Y=@UO~i+ble&1 z-GyO5oY!OLT~6FLWQd$`s0YKo5)444p~uGU4rF0quczK@4O|=#ABT8mmi1Q@1Updb<#o}xX^xVW6R_quQB8QK0F9_dW;zQAu5ZZ`!@!k4 z{(Mn(o;u$al!ef;#|&IMM~%Y1l!)_WlKfIY&!?}uZf4g!fs8Qh=B;57vr}Nsp};GX zZ+FU&K|z1!K!T8CE^;CuDJO(cA>%1f=Zt(TXAoDP_^nf(QhKlF*xVcb1ad5gXtE;#NX$GtH)HpcLHlP`HuN4Fv3jw~Ta5g(fd(lqE==sXL-&5-Y)s zeXI!d z!J_001z(2S*XQ(IFQlr_!G7IPTmB}v7J_C?1_GQwJgfTJ{-)~QPHu07Gv~dC^Us2f z=4H-gx{@;>5z7mCAqiAIEaAi{(&MqUe!6wpD}P;ei2l~IW!I=9b(S+v#xgC;t_0!W z)0j_!$_Ymt8=17>$wob}` z11wiz(bM`G43WE$YKaQlTZ6~?O;_UJy3jJ~G$ir&X3Sr6C+`yD+(1`Qi!|aAW1Nfc zWLr&L1?^pXzgU_oPOyq_7w;*Oy`+W+=LFTzth(IFx4#9?Y zdBg!665OaB8S?kV+e-b10JgpItamAVX{*3_k~th7%qJg97GANdBcTV5AJ`jVt% z)~h$y=D2|pe2_7Z^zK>L)?z+c0=+sYkkPSC`~RvHRg+ zy!!wdI(d|B17rI8Ct$k|QxnxS1$fVGC`PYw!FP>p%QVtj{Xrkapc6c&2=Uk!#!R-Z ze!Q~iD;JUc%8TZvoA%Z-mG9t z5xcO{(UgJDD5AFEv3W*sI78Jzd3W&%EB`@g@HT6GouODY*e$Ra+(Pxw|2!>OGum}R zXgx7ObH}Sg@RrOEQsN@YUQ@7sv->w;5AP8<7`JUi;fLh$@27j^>*#{zDah&nBt;U# z@*M8i-I2-i-E%hh38LFaK_KqCSMU7&JI=!$hu@lM{I+0!5P`k0o%SWw@84k$cL+aB za+po{RtsRbaw8F1ktK8y^c;fn6oO(rzkkOzKr?-bT0=LIwC|>o_X65`PeW|K`{fPg zVmATYaWF?{1yla+fxl2i*!#O~*NE)z{g)KkgCCG`ZqSShMFtKjgDmgrHWC>_8&hzs zr{Ws8G$@z#Hp@XqBFoU)l6 z=O@JXIcdIa=WE6dSJv|yHQnY&f;8(}uB-cV|Nmrv0|)(i5ebn^|o* z|I$}+YH+-Em$t7+0_%|v-ht2XakYj9Z|1Fh`Y#tEE+CFI(-JO^ez8iwoJY;8pv$`t zq~rYVV)L?sbVzlIvmV}XD%ZSi#A(=vK31Q%T-iwK)(*JlD1iJf*J`}iJmpvC%F6SC zx?v+}4gK}|Xt%@*P(ZBQlBzVT$JEN>esuu>4zT~y1$6(dtart2!i0p z{6$Q0cx9om1%yem^Nbsd4z)- zAT;KCcN|v{0275-WY$Z`sCig^3IyjKydg;Dc~`Ck8INLt+%}cq0(&*2=*St)i(ljN z2(ajWmIRX#j*`$8AnQPgDRR9PStA-;Z%sJHjhR40b~pH7(o(V81UU` ztO}PVl$JaW*iN?_&vbdIH&P7m7+;Zh5hq**(uJs+jy#uVKfU`u^E5q*cMG`B3fchN zE4A<`JmTHFZT{;6p3-~^ps^xCHiDt6BPF8-SQ&}2u}(}mX`eNzY^PPoIrNo*ubi5& zoE4{JJ;Ilg1(|qZ2nKx>Ur6p?6q7UC#{vL>ap6Ao5QGQXfXK;Aq(SzOdV4nH)G-x| z2A#Vn)?fQ7ajb(ocmcsVTdAz|Q~Z{$QCd}AJ`##K#E)>P;-$GWke6HOW;_03{=*i# zL5LXLn@SJa@g}-5><{o@j3=+;12=uiigdKJ=<95MY&fK*X21E*Ihwshrja^Y< zHB8G6z`hUytV@2R`1%S3tBLfygk>Y-$0R=I^X^{`ee~HP-?#x7!-N+Ws{$9FI^gU) z{rNHC#`6%`@Ok6_V!;-*!|TBk!IAmle2?pj&s+gw8;BM5Wvj1FAjZvVyGvM^??70E za-EX^#lK0iZ3)syZZ*cHbvUvp=iND9lglyWXH@<^{|@3VJ8n`&;2g-kI3A%Mz?aqk zK}kv?kBfZ01&w)8J9=by^(RYV>0cfDND)1(sw%>jA=zx>fSwM1o0dW^19&(zTIGtO*fwiCluQY>^G5s08Nx&q5G7~w%8K|1`-QS)XI>< zmndj?jc38wREs#ySwvMkw(;<_06#=Q-cz#=GD-qzD9up_NaY=(lLIf;!*AE~Yy?)+ z8=UYr!oyXSvuAzLcLVR(^&}+3^)H=#%TK2WP&4!B^2K(ZT@@!2e5se2uQ^xr>aQ*) z@X;Q(q<9f5pXA+<3h6}|n9p4*dDcpJ6*nT=9_>ET?JKBQqM!=O;+^Xw0t*wloMFf! zW*jIE-{vZKmjTdfZ8ryiCPJY4$63Ngo6+}2Xy@ouXk&Fb)QX=P1L_?9*CByhI7PmC zIj5sq%zy(OhLP~p66K25Yt50lbh6y(rKKB3$HP5rJTvdFRl?RH3@;^Plrv4kSNBR+gqbJRsHc49 zM)oJk>k7#&DTW@Sqr7bhzNg{6p4wHjturm+hV*3}6nf-Y8ska)@EJ(#*VB^WRASo? zXhr?g_o6r_@?A~j?DsRJe|E11kVX3wD2YH}e@b!IqSM5GHlfg#%?kmytHckT+in?r zNPrB^`lrPPS0($KXnZ^jd%#lG2Jzx?Gn| zrWSAk6xX80w6E%zfK%^ZCCNCOx9rKkGqZ@f!tap>`1PifJMkvJd^{8tu($mkhF}PC zQykQHi61X&bxgr0Bn`o^6&fiu8I|7)3A9_Baa1g{SRGn1SX7>B@qev%G=S-o=eX@6 zWP}VsJ(QGVk>fg0a^R(8)Y6>nkOP_GrNmohvhn3!?a|(a=G76R8f|&lV>>@GywM;r zd4~!O&_t8fkQ{2;>p_At6=+*jxowP^?~UrW0=A@BR|6#wmQMyJ#*Cv2Uj%rH>1Ghd zs^O(z`aW`JH#R$eTS+|8!M72c_P#E_Z0RN;bjmb`B!t8o>*Agc8_!i=B-%NT?zmBc z(ds9^uqcj_?1jYM6qQz+Dd7_}ItF|75mp4rpP@%szBYvU>iSHiC2dmJtdw#t!|A0L zsDLJ8$fyfjF7ct3i>X1yU^EiT*yK7`X+B?%>1yPG{5JPy6vHM5cpnv^5C_N&E&l<(Cx<=o`M-8tQ0$JMq zB}}<~;K4|6+<-_@FTi6=(d@PPfQCp6FC zJ^j@f&SEv3as-n10?Zw4HlLvT?w;)lF5`4hy$ZMEX3jdRW0tzuwxsza_FaAXs-N`> zYd7d3br?nwCFP+YJ>p6vfi?|CTc7w4e+Y)q^vj2Xd>nD{vQtCN;&=_HDv2>DH}$G5 z0yTLkCc*_XUZ3q}+4oYzg|+r}w48LiZ6H`-15KbHxoiA!ry;T?dm|TR7I8u@SKt0I z2*;~87USbO?Q~T)Ej|{0Q=Ci5@I9@JNxtpEED2RYX~|47kbfguV{ww=Fc7EEJtm6&a`TL)ndE&07Z6cg%5O;%%PR6 zL}!t8@_?4}FjS*qswX>`&!Gpr2_YD_mP#woD4yZd!U;E?pJJ^77I=L}vHb*yNNzRc z38T^~ArB5%9v$YiT0nv58)uj6)PN-?G%2&@1ru-?7A3>xm-?Q@YU`D+&%b#}>SR5K@a{U z4Av08R2LK7C|^M?L>O}Qug=?5vggi}?P<@&2oEKcFg`0wtl;()rfLF`4T>SXsy<}} z)SW83`69cUpPa2+c{`NA`dW@eph&>M3-?1%5}*FHH9=Y-Wl$6@CzSyjP^me#-nk}1 z4-RCs$}?UQ!ssj1%r_N*5n~J$IMixLUZh;M@40$*isR0wsryMp0z4l&lP5~#4rvSKD49prdd*~1=J3BgC)V%&O zd|YWpa2Bd3Jjt0%j(w#)wYp5V3qh%rO}D3;taB)d^urgD7k4l(%I=b`=T+97nCS@& zKPDa)0$E65m?;J=CnA+A?&+mROvAu;R_L>;~ui)@V@Es#p2Lq=_hj^Oy680WVTA=s7OdqiuK9Tma~q5|iT~ zp0~lfXfyQhT%q&< zTLeqGM2F3eIA>M8?}tIHs;MAXK-^7uqjyEzz-mSkNf)@i|L{#20gnMpC0XY`S ziwYZl@#_*k9EbL6YItI4F)ZEcx3GD%d5zz=QokHl-srYcaO-ET>aU`~Sn_Xl(#cyV z*UumZi^=5};)+#!lUySoYnfQ(4g|&HcO)8G-_ngfOjIYGFuP$?;2thY5v&Tob`2Ob zyZ?xO-J|zzML4?fX)t>O|LXkvX|<8@oV83FE^6{IA|?HD?-MWBw(3={JOUWL!(>w~`LMdZcl>lI0`iX)*DtJdZ7V1iSOINyyS3-#paWIyGfi zK74vgxur*c$J9cOVyy3&?A%-lGkqIMJNCcT_+6{zKcV_hsQxc#D&7(T zSDoAI3L$UJHpJ1@c>9pJJ_{l&zByz5!=H`lxl<9(8sVHg*Rw{zrA772=+7*tP5@kU zibvr~XRO_Vmd{xWLzhKxT%MvD97#|uA{>GoT~mA55Xp+g@bf!uGY1l>OHfzDu3f^V zqW#T-a1@z2lk$2CMF@fo8xfDH5~{;$%4Y`oE11^P0!8yxq1p+zA}YJHP&7m9Sbz!e z(=G$mRJRWT8VykONNlWIQ>=PZ;@Tq=OZz7^QJQ_w_O%~=cVg4;$0e?#IC=9DTRot- z)tCX2K&QAiMEGrKcZ0`p+hsMdUuRBCOqf)XEOXL66Z)^PiU zaS20e^_L-_cnZhA)lZU^O*8e5h1gPk`gAA6=ia4G0YYNjWKe_{0ym3LG!K=VWPwPX zc6tXCDm+F=*v($|ojSlK5CVkiU$<$!W1Ux(G!0l`386MX!p?r@R-a=tmy}O%{N_|a z4~)dWR^F&=8Ph7F`Ewe$ht<*vW`Auxmhl{<4Fyj51jM*)DV-hdk}Jp?DTP64<8B+1fw~i|F`xMX^APJP z_a8gv2N6(&CfBIe?X11yGT%3A@=)6AKjBT&Ahs+rfEsFr`r! zmAL8!0cWhy|K0@0@_{KYf05a1eXo`PS0TgrGO%Om2Ew4sAw7y1%`Dz!D|DgoLfHoc zJ$+HJSGQ8?^P>7vqm69!H=mr<_oj+&<3}N8v{fPHC~=QUK?fTOQv;S65;*_)NIfg@ z-Zga+!8libPmm;^@MfROTF>D-!TgYhXA1Ol7RVuCG5+#_MYYh`82-N+$r$P6F%%fF zWLjwWl;bJc6g71deTQgQ_VX%XcT%|8Wr8 zs^`PygmmQ(t>L5mAb8|1d5?|+c%yRSToowas2s}s6hfvAr>|cMfn-VJS=p3oC&Kq3CTd_C4Kb`4(+h0DqwP>n`0>I;zPHa#sn_-nfyOLx zE2zx>ah^c;dPS#x{6XWcY(6YM{nzGUTXrsB`S${5dc8it5OL@2AlQ+(h{{Z&yqhH0 zdtp#3It0`&_jW4ovs6~gCHL>oV7F+GL&>g!U4>5$3kyQ1L1-izin{5Mius{41EMpt zbFE7OZgCKp=xJp8ZWzk%p;Qp#KJ^zrxuM^_Cd?ZolX$Dw`BeEO#37gkW_j`GTR5(* zeW2{VBeQZ62B+}aAgK^OinYhsn8#1OuvBs80)hhC3G@%mdqcfy8t8};)F3|~_Eb3}K>C?N;K>*y zBh+>O8Bb#Zls}dMxid+0}R^JP_+Z28zx6`1MuT^qVyP^VUws;BfKQ*ZuA`99$=AkyOt) znx+A<@5cVa&EJndh!b$ps7@~L{{d$C7+m&y(@iT>m$j3yBCl&N{^lCB+>=?eY8&5# z-GUg54=c*PAMFO7<$o{o--@hz_^uVU|3vG*&Hh_jz_w9Fs-fw$4W(M)v!&4@s zzfE%guooiZ6rFMtzg_$0!)LHEeVdL?{r4MdmgCn_0&^wHmVRV%!>J;FmIs97DoBlX z2WJ0YsDTNhiCYHhBWfB@kcF$lgoO}f)Cc6r>`$lHWGClU9t%3(RyosBx>2?lFXIOw zLyn`?0MIDtFv>Qb8EK$E?q(ILl@VY&+lx3&4dH`p0GPO^0Ln3TF?|@{h?~Wt*K*b$ zC`B4jQa~86Un7)T&=<5^djh<*D}Xq>k8!bDi*u2C-Dw@A_%t`p^6Ob!w(x`{l!1$O z2|BzPqY7Q9C`u*tbMg>+EA|?gw~8qeUy&~kZPeTY6W73Xyq%CiseN|1^2txTbyXd( z7+{yn=s-67a^{BJ^cyNe7sRaR0xIHi9y=;bVcWE2%@Vr^1=ZUvv3_VOoVXOQvfY1l zVSmz{SL%T0zNd zDJm$WwZyrK#(mg}2L)uLJ&PbElrZY*daHoF0lbqN+Z*wUnZA1E&eNh6UsnJ%xr7SN z_&|O-`B`)Q27sALxXmx%VjV(V4kekFo+t_dHggz~fnLbQxPbbob}t>N2Fnt zU(pNoL#_ek)j}4MH7XDLYP*}lLUVpXT?l#+$qc2FkOSq>vJJbn5^>;bp~D?2))WdL z_^qk4&>&#BGnx;S2X6rOW)tIFOsGEP(4wGSm)0Z321$Xe#G!OxE%W&d_L=r!PRXy7SlTdk~2e zb+$sV?kyYC6pqjCL^n!)n4KC{>YPPrkgp#7Fy*;2{N(A94%p4Cgi8g<2%wq$=w|!0 z*%XxqfRgwJ8&MJR<*WrAyOrG_k;j&#LJbGm zw5-COW8r@8j5*UCdp-&9GJDFp_SvGM|EMEI%3H&BdA!9Ad3%hLoWvI=eMLN?L*~;E zfjZvL6gkU~J3m^Vr38cNkV}}!g4Cd1;A>W#w`aXto4EU6$+>%5y40b{5Xm-Gi!bKo zw?$8UMQy867FNXKgE77=TeHB_=M5AN9(g#gL^NVFjy-VFG!x}wj2vXxu7f&Tc4a~9 znwwQ9Sw`vvv**NqXbEZwlU%vu%)n!Rr#_n_0p>Rx)$W7(8=D^qh9rL|bYu*vaHy9;yUxuJ_>mGF0C}65pBj!6EZHsKZ3wgYawZf&7J$eI%PzXWB6XP;}pR z<|Qy`LzNc#uFFU><63*k8(y|$%y)n+dRmw3(kc$~)AMYTP(A^HwznjyRJVOWx;<(y zhf#OwK#KGtho@xiipC>VqP9(Swj)Z2W3W}yZp~T9SIoH>vl}B%Q@Uj%GECe}yc-&g zsK+3m2t8d7*T~!5G8|tWkH=ifoi1SVEd7(5qxfVAz4)P~>t9e=1So%nQkvRDQr->& z&-m#uncf~;8{)dCSX7OqupOCm&>klIlad`5Dq_Z3&WE3aIm|ziA0b$mHM6AT%#i=+ zBgEW9I%n%10hf0Q(8pR1)R<=+n$Tnv#yixX1{J+rUnjc}6$C4TbpK2SPZ@5g5kVS8 z_-RGZO9iNHy#kn3@~vYcEa(;w3MGR!X@FpQ0$k}hS4hIG5lqF@r zobNy4Rr3*<0*JRdU}P|ByplAXx3ul;uoiT^`LwiOI!~&d>Jfcg0H-&KW9w2Va`NcvCZV?|FhdA37CC;gPS za`Y1^9gfGtBK)qGvjMV;Z%S3O>5#n)-4x);v4!4XmJ5lBimo7+M_qX5?>RXvJZde7 zd{r}lguaID%-BZK#jE@r5As%`==YN0q+>SmQ^$M=KG_Cu?Z>d6Qm7^X%nAo_p@kku zL3@gN86`p0sZa=dQIl-#ZUO3Y5*$8H2luI-ZiCFV5NY>m=&lfz8mV$@Yao=F)4(8n=cY{4)>{jYwEU5WF2NW!Pz*Ob(n z8@_6vtVQCMXZ1F?61r(Bme355Z2Hf5#1}0`_m-oDkP~?o^%Jt}bYZVVeO)|dZaqVRwi@pX^uu#d z#OWZ44@{u$B@lovoM|`{Pyh9w0QwVu&UX9VV)WNh2jpCsea2PV~Q3c06I61)T4~OV=7-o0^*x!Ye;J`jXdPH)kyvSZ=-7I)) zC8~cpK`gXq7{X{4c1Qe;#Tp=UvI?=qfv=D_h}pMV%T8E4sJ>|_C2ZzPz`8zwv=}b< z5GD7)DD876ujIhPNL&g6ssai5X*J2w!&kf?qZlH}EB?#k?NW;i6njA_pE4$S7Q#1x zjWEW=6FWz_vhuenaiR7ZeaSrt+B-;wuQyA)@eo{yzpsPqA{XS2%`0T+?_JqzKkf^@60!0Nko3mv8ecMhM@~0V~S>9-MNv@|L-@Jck=(%xe8Jfx6$8t$$4k+ z4qtmFmQy~l8pu*UMshoIepJmrodB!WRdf2A-v3Flez*J}%fQs3+c-iBU%D-Z+ZAJ7 z8N$p(zw%(L15{qoKlogJMQi?~Ay-uXKNpcQAfG<1uIb;!NjDlI{0Kx8FCF#z{W~;C zq4Gg@s;cgK8}+B(Q$7f&5ZSI`wcoxY$OrC-ni=$_SecH0yO6#FO4q^OaQ)noA6F*g z7Tlp}d#3yMCzw=>m->I@lH8Uldvc2XUxK^R)>uT7bAk5QC>)K~-|S4BS@y=HfsFIM z+eb;_z6)>#LZ=_qLS?!n=8BXc4OD&$fDY9hFLXE;TpL_&Nr@6TC)<~sYm!JwKQA}< zr@0Y!hOl}eH)SlhMdsh;f&dTIrx=H-c`@av$7;cR9W=i8LS=4;$=FbT=KNbV*1%JA z(J1#jU61-+2Uf#LYuUpFwvaJGJeC`R=f$QWqSSskj+YBTx+p8#Z>a!NdmQ>XpF$Qw zL23vj>fV~7gp_hr8kV)3WcY1%@&yAx(HL|7Y(y*`WL;Ll3|;S$PZNmKNBM9@F?+U# z3Hy4Y_Nw#`_b#9;-(&I=4QNQH7{QFG(OY7H5HKKX(+}r+AseeK$!P%D9|=9X#5Ea?7VbAa0H>bhvyOhN9Ryq|9014v7r3> zsqjbAYcKw6B;Mr`X`1VR6p8|mG%vi6dlM;f4HCgeO&xvMU#R%K!U)5&m3LN`{l z5mH#7uy!BJyT(29XW%VF)`SW1Vp6BTdF{y{GmlR5G7 zL+XJxo~SY~r`eDnetutO?BuR22iyOTz4MOCxqbgX36VQROG?yjv=^Ebw=$wcdk<;v zySC>Pnrhk> zClvD3h&(+?rw5Ac>0#8R`LBI^TrEnCZrz+=+mYaF`byUO8UUV;M=S#RCS0f{)^+&& zVc$nW?vzgu8keF=RRh+UOV}*rB=Kyl_#ixV`+UsmVZ!!P6slT%M&}$}(ocmmvf=|S z+=3)Un)x+mVE=|?nDlujq~v&Jo8P43u^vyze~>$#2oD5r{$wVhqig?_L=gU6t0rns z-`A4LQO*}HuJGlnzAls%7<(`xTgG9-dR4k~RrxHv%O z_d{h3Mq9EP!5pMU$8z0~l{`*Bfs!QwrnJ^ zsdzmkEVGoS%A_4F6q#@yi*d6yp9fGwr&*mUmB+!GkmmZtw}X7}AdU}y6-~E{rr5^V z4@|isv5$!7PzqL{!%K2)`-h{Fu~{ z0{*4~TjrEj#|UjXTp~4nU@%`LHRT1Z;^>$51-wN;lC18-^xH(9aj~IZ5x&5~sN)0d z$AtAwX|_RF4|!}R@b(FDG0M7?Wdc+x}qqqO*Xe_}{L*xB2IL zM9C76^mVp@ zZTsFjeW!la=}tU$Awm|ftpfl(GH3Rqn`n17WmSt#4Ns#9I=yJ8Ge_QNnwY>;sJ^1*YP(3!x@1xp3XRoA=%u*xrV22}9O- zK`tEn;t8(3Uc*#e;KmqTyiOVtou7Hw%ii6B%p^4P!)V(?&&j1RR&K^A?XoM{vtG~u z2@VedCy;-3WYr572_>dLE#ZsIhQWuTCtq>&;DuFZ9rhwpgi_Y%1q)}NKx2gjBztZ< zXd7hRfI{ib&D(2)x|!%R1iK?sR24qWZQM$EUyqc9SB{I!pGg0i6cCVbDTT$}8z`zV zmJLI?o)>>EKT~YpV6>F8JY5UQSoDgLoVj++q}W9tUqpzIJ=XvP=$AV8kPzeRK}yiM zbc=&f{##fuId_^DSajR8%qo&zW)N44Ft{(ho!ik$>=j!*5TBmd4fdv+8+kaNWqh@_ zB`?>4BkU@0%l&#FZ>HF&KRSyT(WW3O*O*1wr(Q-mUnOZrH#`HOa~xUGlPwMosNqH& z{cWfZTyLHQ;LKyRo7lE|EpA@k2Xf`&_Ase+2lN8tWxQ&%W07oqyFHH&R)f0h@{_^2(W?OW(w$kD%vK6g zRkDxMq@^eH3d?6Nf3IrQ96Co{+$D5`$t%(Aem6wGvKpbGy;C=-=k^N*Fv~KEQVH+y zP7@4%gI6Z#5=*m#d}CIqwk3i|jJgb#wAt<58oZT0kvwIWWBBfIlu{r=)*lp-W!tS zfsm%ua$!n3(#Jf}g@OnPO_zg`K{Hrf9cn(KJBXb3 ze0>>F(G%_Y&kLp{>cZzKiNYAj&k%BWU2|`hb7~D7QRS9n44I2Guww|%k|OT{8w{gv zr$14Ei$FIVRJ^HNwtK{ynxr<+hete+_*)(zcyZ5j>2gE=(jv-nAyvtcX19hO-gTn3 z(fCaChYE(<4hG&zhi|*9v{2Z&zzTnyyZWXFv@H!mT zN$R-+U$5v9opULVf9wu}=lLdu>^b=dN}=lb(vXM5%k{6DP-O2Yq&1yH$JZ8*UQ6LX z!JJVqIsJFH=n2dVFqTqhDUHr3o;LvSQ8|uF{>Hb)na$NUt^fo49+hM5o)ERHZaoK7BwIS49K(a>{b{1hV2|dX1 z(s|i3mAvA@m9jOU^q{wP{&EkFV&>vPj0vIlxS~mm^OE4S3>6iI(kC2;@z0ZbX}WjV zD?z1a?xXbaJBj*o%f>C(@xV3!^SDu6?h1zD>H4)5|I?2PhMD0B-;teOmsmETBwkf?2?G#Ka|z4ImPz9CWQX z0$CG}IogVCW66~k8)weF@g5=Si9PZCZ3a@uAb329>iW}$M2apQ*Mo8!+ZgZeeIAMD zK?M;Vo!28K3zx1V33#}uMj|84=+)phfxH^Ct`@`%C=^O^K+s5Z(iL=m9U4e}>wRE0 zCYQ%jIas7KW~k51D@;A3*|Su$8rH+zUyMe3-C>|G4y z5-bg38}(tgxC+~`PTMS->YF=b5VWe-yrIrNkb(j=Bv9a=gr!L1dCpwUqW&5G*fFDj z>H$#Z<9sF=P=mT<*uyBWeX8F6OM8`3hLR})xu2|W-@VZTnu<{qqLPT{{7Ei*?PO%o zJPo16ZFGjvQF<_VmNl7G(kM84&T+8`D!TUnX8H`#W!w(kX9Xv|YoF>;7_)XN&DPgw zw`lu+eeh9M|L!TX@94rG({zyA%xS|v(~+PF$pPhi2Nh_?IKctfCym&PNN>dSWd<=G z^GBi)urLbM+~Zp-p){3ItCB?zW7>db>?|0R3>$N3Pl)J*@$3f45LT;@m>RwN}Vu)H@dJUkBPiXv@ zo_G>;cR0`})BX2px2;sBm+kGGsDkPhoLcN5ek5h~>FNS6p%3=F(IVZPGVvhYd2b$* z*Gsn|*F?FDDuk&L^n7R4q%`YyWpEJ8g~xJT^5@UyXW<1EP#w~@A2w5VjYqg+GYc4PGR=t=rI=31*}qGF*&Rqa zZS!_d@6P1L*2;OO>!LRVPN9MsirESl&Ci5}$M6~S6R2s`Kg=|mG@@4E>3+$msyzG z*Sz2CitDh>3gsdnWDXm~>VBNxmHF~|GvSd}Gtz!0-}oLZe#dOGrUq5Oa~(^a@rDx(^bTbQCMY=;EhSvLv^gSRnd0R&h%1twTr86bb^ zPf`!wEMAxN3ef-sJz;fuXH8&k11Q0cWeZc-GIz$nIh5rJKM@~;gxuxFVdCvaU-&;( z1IHFwnhRdGpk-7eQy6(c`2&5Tkp`=iFp5DI7_BA)1BdBvnNeN%V7G!(=oTH z%xeRivnpz`!7xY%i+iBMymCi+J(Jho zuL2v4AQ|}D0)0}y#zsF@d7!3rW~1;H7MjP!+Zgk4g5}vQ>8`Vy;iwbcQMbh}#up-I z4ZG$QehK)qNG2wy&wU#6)gpIU7L&VpiA67(?iHc5w%Gjdsy-NYyff7qu*k;lI8oCd z2LLa+Zysaio?VyKEPAY!uCLoxVAZDFi<+i*=bu{lXs}$=g&$%}!R*DXFj%bnE4kuN z@uC3I?2X59ttWn1y~TJjLqaO}i`|p;kJ&44d8iZ=+7wB*{_$1iR05kO#Wa&8eqHiZ zH4Z2yB73KwP%eKj%mw@!J}fXQ&j;Mbgr zRdWu;;xawl;49~QR~vl457M&6YxxIp#87gay7m22*GL_&nnl68KvwJdzw}ku3?*X3mdm=8E<1ze%;u;H>`Df0OF})}#th z-&}b7J4f`#B_W`9GdjlJBA~){MFwU`Jc7_8z|#ldbdNzsfP*Q%gnj&E9%_vX^2~pI z)tx`fEI4hdynt=^((EbQvTZ$n*`xgf3n9rY0hEh)RB}QIq#Fb8H6ip> z#CE0O;b0XTm=`^eQkVTaq?qd84-jTi)CPRt7T4{rVkCx0iUBPi-rn-4P|5HIGImO1 z)qDPx)60txts@tDIoB#0^xxFPRNPa1RFTaHq^1F``gcGC5aCp zZ_ITNS0G8dDWG^>p!0enxV^GNp6^Be7{pI$z9e2e+av1mbg+<83R>dWIzVQ#I9bP_ z5mZ75>@DMfxZO#(BS?FpKq|3d4(bzxUaQH{i=7CPRTUp%(1#D#lN4ifN8Ph!?!-;m zLTYWa32p%wN+CD2pw=BwkLNLcJE6wihT5d(8|SO+uCWK-S@B@vN_i3HB{LvSKV)z8 z`9t5;^{FRFRCw4b*~2+)K&4Qbm+qpr-nE*sJ%0i zDv!=mq=`{JaLLk^I_%ovECmTzXNs4g!_b1%#anxt+7zV9mfmg&TC}?P*fR#Na4L(@7;sf zS-8KtbsI1=7_br^MagyEN^n%B&BdP?)PgB5eby*#fY)JjR-yo)Y0j zcu7i=a&>Yb)Ds}BD6YDMVWbqT)F(I$TXQJ7R?p#AV3<5UZg8V(StCz@404 zc&Za66T+@!Ka#x{r9drEq91vz?u6ZP{)kG{*Yo*lhom%-^Nj~AbimGUdZY*sFe2>a z(yeaQdfDT~!JA)B8QodEwS9lQG}Ca9es5t2@$a(~T7-rxlfm*)hNA-{EnPcr$?8}( zwSpI@is_H~-i-ENFrb7SIUPMI!Rmm(nz@N4Q7Zn3vf=C2)s`djt!JH8&7QGR3&^Ehr zFXaEVv;H1}@rj&J2!O9^Qs0PN7WNA1n(Xa9r0Tj51 zGh|DVFEKW9Q*dv7mmK(Q>XQwWOp~mSgVph)_2J#4nIL!TOlLICEh0VS>Iy@ikHe{FSCcT#4tG4Z? z7V&kO*@;8!b@ViJLgr`@UGxM!MlGyB4jTjy!obpdT*MALpHSy&?O)Eh{N0NtIJjAV#xVVylZ_D-AF4{8 za9oX6%v6wM;*-Jq_wR5|Kw>)Ss!M`;NjlPm8BAv^DNYbSMcl+WWlK#Tbi@D1hI^3mgg z(a}c>HZB7TU#f5S6zv%aVK*F@tHTVMGk!VTBAXE`QC#8R5HgSwHHPb>=4;5xff_EI zq?DM1E>L22=Mg)PVb*BTz<$)H$X@r1dOGAEGmLdB0#0dxzA&oKqDu(3=bk?vZds)B zsrS&gi#idXsbCndU*h(G@Mx9+AOCX06CgRQlFAzK#O~1``!i3{N6%4FEVLz&Add-D zS(TZDTw=G}iu1w`cO!Jyoem9<1imqa#&BIhVD-4@KV70xdHdwp^SRx{cr75iO=VXw zYS?Gf_b-p+q@22^L?sd#ZAYxxa?Qw5>#fV-&hb=fL5;o zScu>E+}f)j%6A>4ec`$dtCv`eK+DQaef2|-ql*J-SuFxww32c^2DVxPC64QU<-#QB zQ}J0{mv^7XJnXt$cF?j(MD)bC_&^tA<}VIc#r8wpq2~^*d$*7u&LLfFvSbf0m=TTdjDTww+A&?aAO${P-Ey~05C9gR$`=vk zS()p^kOCFW&?U>V>X*r@POvqJI`C|rQRQxw-j$-}(xL6a-T9cEOe*F7J%>$PJF2`NXi0zRSyDKc3MD8U0h<`ylQL{;shEZ7Lz2muv)BqIKJ;Y zV5hXjKr4*Tw~32OycXXK*qs&+w}D1lRp{CFk~e;rP2sErn%F%PnJHG>{PzQYhoD_W6>AB#>ENXw@7krr<`YnBTk)uG#)AQb9HD9}gq z((@~`tpO^CY%x*2hilbEf4@3SN{rA>+~e*E|E^Np2{7P4S` zbngppKie}D$(9;`}EuJJy-z`vC~tm*ORb}4lvVR#j8@T;5i(U?7%4U7?$jWOwauw397ZvPQ4*XAVyK<$$@IZawBLzYy9Cr-T41z*AVb$=dD?PMUOmO0T_{l z?m(B9z$tkFhq{lOSk=DoOjOv;#OQpD&aT%>9>4#jJK4V-*W5qYZ^dTt(^{X90j#vy z$w3yp+L0FA?`-yJ#7di)==WKCU-IVeZeje*vg|3cO~=<=5%K>f^xP=1S$_X%&gEd? zXsp1T0{23hyd(hme^aZLy}aLR+jpP|fTo!)cOp`nPCDG1Af#@uLR&T>V0e`5ix*hDecQRkt8WNnc@UE(T?AzombEV}ggr%+q_or(zJq>}d(({+;6E+lvH>A+kzpWZ+c!e&^S}JWU}8_paN9cb@shHT*O=m<~gh z!8p3n=}))+fISeB_zXur-Tmz{fA{?po(cGS`NVEpo+N8L@tW)yVDyC`>2SF=!Y+ZN zTDo*kGw6!7`f6jfYGYKeiEb<3-77}ms2>D7?U@|3>)rAS5oJ))iz3p-49Gsc4_$it z$epJ*)V#~Z_gg~yl~T677MuYY2xkBO9@_?-#|1*h-z=3!e;T&$7a=RR|MU%ErbO{H zFl1JN)hk+r4ME$Ff{$Y?n8l7RGA4JsuVVZD6~pDm0E3<~SoU_kK^MnGbqkaoM;Sum z*V*m}p&=Y3-svxLk>q5k{gcbQ@fhx$o9WM<(`peuK1ger`nmRhgm~6CMp#%4&$E*h) zf@qNhiyH%(t_B74@d)R5@;yV3c}db;mB7Klw%+V!Iue6O?&bCq@koU!0yUV6D6vol z1sQ)y_yAK#O-*Y43mMjzsJS?zs-sr9J<#a#(hQ`=p2A@=5w%+9iw3J%WED3uI$#-m zC>?+`OQS}sAS-_|8N>_i8;AkvS`&5a>$%jw` z@U@+MetX|j$Q!+n3V|F9=lrmTLrGy0q{xuFIf3^(5I?{Sw|-&PyGACGLxJO$0w&U1 zIgjYBj;MhLID>WH;1gU~kpR4Z-S%=aM`nx^^?+049GC#zIhT}Zye+BlblJd+@H zw&%9wgc)lJg6x+I^RpqSyEZdzC|NZD|Jd`Li8g1PsIw8QKjm=LT>)j>ZtKYb-z<>p zb{5^q|4UGs)zKN=$YJJVa+ar;toExhD3NsuqoSVu&`s(W$N_O1ALSm#{1@jA`^&*a zR6>$~L+lH{30YP1n`hzquB zNFefdEFef2v0Z-ZPTST^-211(mFB|~l)yb@$O9T@lPMO*yKK#P$L+!MEsTsBJlz2| z>4iDTIEARAvu3nsK-(=w`LrD+wB)%LkV~fPwW2xQ&6minNKLeHO4-bQIaK4M;Ccj#Y_@qUy!HV9a6Q%b;Wr zUvTIfGKpc-t0g1CkkVDT5puiUC&9DSnWN-1mIO^%Z0&{%VXg8(-6)QN2H92<)r$@k zAycv7jUliEg)#1=>~cRj(`^dC!I!AtiXhqaC~8*lUW&1t^7(5`F(X#`9R=)fP^R&! zIAJ3^=p(69v@`cuRT(!odXjolc}uI_Mg3^xBZuCfr7jgFFU*X+X!QQ%+^3yg+nw{X zM8B;u7^~fP!Y05vrj%}5HS{U(s`#UU^Ou}+{Kk&EE_vA3*qtDb65!l^COAhkUxU+J zL0gI_!sW7pnallFNTvJk%!Cr6=hfIT1E={dJNLK;lvXkjU74c) zX@6E`#z6&`5UH`j7Jll%DQZPEey>V9@OBw*evL{-Qbe|3SK{qIOh7=+x<4^7(aicJ zjwO{G?k?UW#6ScMD$@yY|D@6=7mkXl9Fi>zbEJy?Qe@A#*A^C#PGMSHOW;LzXq+9- z19qQLcw|yh!@_bj`j{Ux#aj*dua6x*Hsifk<5Rde>2ovkD^sW|cFU!`RzP$&4?&D4b;sM`Z&>x3Z4U)4RFZ7ofOX#s($15? z;2sEX8pb0O>d1wwOlTTT?ccHYctqUX5Zb&Krpp~V)V%oTbN`|<+N;< z`^4l!`|EEnAiUj`k~^-ai%Mb?c{fm_s1O8ug@m$f4;X2Rt4EUnL{|9^h6vZT^NB_! zVplS3)(5M|D<~sr!CIbr`V;swo6(|^WU~{wLQbN#B*;qryeXBtKOr$O*w?(CP5~eS z{mgp-5Rz`kyBzmLq7W`^u(@R2QOn2)IXV97sLsa-P)Lvk`xs<#muo;Bs0TV$UqXv` z4<@HM(5mlidQc;&zMYIsl(G>m%+ z@6e+%YBr#&*s4O8DY~#8Cf5m|A-sTx=B0E|id3}XvD-ti7NG3aEQ1?+4B(zgK(AIuCiZjY^+b+R&V-9e|hp6ct#kCK&&VLK5FSB5hWESW55D$WKDb@JhmBr( zq?~iENSj^w_K`n)&!vS4Gq774h(Br394D4nv!js$(Jy_U++F^UUtZz2b%zwP)4I>S z^}?1X`EP!x$bcho>8yU~FVVc;mXB|rEqe}*z|M+EuhyLrE54(^C{#R-52hbm-SFqf z_g%3*Ya;L;sde4U^@nW5jW0!ya>n4tk`?c=&IdrLz!`TYp+f%B`nE@&Z5N*%eI+6~ zvZA8kMqA-<_uvJpi0zo*k=|v{`?@z5UFnCj(5QNb%jTDz22l{}wd+Xw$a!Ivrz`kn z%-cf=YX$!ow3r{-4j#6+$Nu@mVTOBTPV~Q^#SVjLVB&MKn(l9A*!P(b-~w|^;eSDk zb-#mGoS5z>|8ss>cOc{w$o?1Fn{^z#Le!qO;LrJGX{i77|HWG}*7NQr$MJ80@`?v! zn~9AO4KqAF+9#A|7%tVWMz&G(up8w*R-E1 z|49Vj41qoQ)y!q}S%f%8Nu7NyyM!74^-qMlb4RQsGrfu$@@Cryj`vnGn5pZV>@A3p ziLXr1s_L|qfxdxP=1g_bDJHEqESzVbNXz_yMb#Byreh7u{4#F*l7&URF5Arbm0x^~ z6`^7S4w<~+sWb@xHTL#^ofw@vimNn#T{yGQmFFz2CVv`8)zvkmiC~led+eE;% zA5I3U{bdpWFr)g%DDU>p=&ZjDS`gVCozTkp7w2@la!)uq(+ash?w7Zqd<;gwddM}H z5VFlQfQ;};3bW>H7ysfDbI{Cin~%adl8wrwge_iS_oreM%qF!1U1C7Dkn-zy?gTj@ zmj$g9b`{5X5m|OWzfErv*&Ia~kyil1jmK?g*E(+m9NUaexCrRg8KzA=*Sb}1_w&8i zsYqJ07Uu`0tnU?>{Bvu^JJet`l5%G|-aA1X@L^X1XnU|I)i22ioRCsD_Hd3iD-~#k ztaKHSR6h0$wSdji6mlmW0*#9cgNu@ok7xxN@Rhpg<~s|BMo!6^0g3ZYSp+ph44i?$ zc;ybrN!4lrjMWmn=2dW3?vQ_N020_&`-GBp&z?IPwrk=A>GL>cpj!-{<-x)m{a3n(Z|t#T&8i8vO7@I3h*Yb^i*U+~W4r=fI}7Ic$4 zkAoRqY*vC-7L6nVcTR+}*-|ZJV;UIGvqtV;72!TO52T~WKF$##Mts!dHv}aHtX{R^ z@hpH=@^M6`G^R z&x#W@0`*MWx2#Z&t`P{Z^a%KYM9o^j2krr>*IQxU!p*UdOf0tIP}_~YHw9U3iIIGh zkufNkMHwPua&;B*jZ1wK@xlv46M)?-yFZ5G?GF=~1y%UFj5y*&9g zq59ZlBZ|a#3g+iZ&!pfLNhophH>g0O*Wm<9Dy6W{*+un4Bo*(6bBDTFw9?WF3Ww~b z$>fYwzPDOS{}IrIM|>*Xowi>2=3gVv;WqMG0d%-PI4L+IQKPU)hVWDZb9p zCTUn><#{T+KUaq6Ew&HjVRL}ebRE9bAqsNduZ>Fvkp%LF%stIdAe>G1d;BSgXW>q0!Dv8i^C5ajL#h*U&-hXSIc z@sIrLQDWW?yF@+kV)IF-rJbmGb;MFx z3Wz0+1i>u=4KOi3m7LQAN&w7d-ZddomaiZc-fr;`Wvhr=CTVc@G&EI5L7qUKiY@EQ zu#jxl~TM@iu^ot0ZC%$uK`G$6x!22Dj~;K=8bX90%i zXMl>1G6fXSOBVZK7w*esg)XFvc-&t5-D9e2vL+Jc5l9XCe<%hX^8=7t?@EvwDATyn z0lkMTdrB}3z&w>8udM>*vos%#gZ&q|mJ5i-GGabPZTH4rJQHmHU+6u%@A=SdAb(zf z$59Y}&ng=ho&1A6pC5{fpu{x~crixJJa?Z!AT_&@hyE9dPWRR3@|6jmi?*)o!ZR+| zm60fm%Nk^?obeE9l(OEXHN&8xg)&9B)5iA9Gs^J{OpbnnF5B-kHPP5o2=6(2E&){E zlY#O3d*=9TP(1KJnEBljM@>D+a#5^_wONHRlhQ;+KeeOC_Qh9G3I>@+>38@nEys16 zd2Vf_bs|&ADa*Ay@mdwq5v6&A+xxZ|UkV&Q7K!#khQcAEpaO)|=3mUfOTTgS~l@Ifo2qN@Z4a5X-bdRQDEcab#!`Gn5}Nh?Ww zM(3@doF$cegJ^;W7%){ZfKT-H!OERsI|NjCuROc_D_O%acx{4-1)eeQL*|eQTE3YHT4igcKy(f@VGuouy=pZZfmBv-Qtq za=ZnBi74XD5>%L58*x(Yi0_qjvW9T5yf-gtDQSXv02{0DH?&%}77kV3jT6u5m8D!k zjm=+OjibgqTpS%WhZDh2Zur+)0jb*oY=4~F?J(ui$KYmUUJ)FCPCQCc^~pdc4FND< zb`@aM#=-{cV5O--oTN>PVy~hBHk0?h&EjExTqKbQ@4{4j6_Uc53-34^{2C8e=*U2z z3v-y$2byPOo;!eeGtQSZMWx}?%#*}o`w5?$uy)vzkEH<1T?=Pm3fm*p%_i$KLNi3p zMS5JdR5-jOil7Hj`CY^=9@wSo+u#r|E^D57)VtF^J7lvJu@z_ZFTW{_ZLFSLxFAvwqj$lX$@7$M52yLt}I$sw` znheFyt_{r)AMp4H;a2lBgQ)myYjk^DvREo}J!*9m<~`)rs|RUAJAw?7op&na#4TMa zmvr+Di2(+rn3YH@h&G*6V}YpvrKQYwsiE)iMzrHM=*2%n%`Wg-WaDE zh6)#>Kxu=mH-+mNzsr54^qY%Kckda12Tsd^D_7fLrpmt(ZN{e1QmZrgMi9F)u3t0M zO_I}-$get;@#ru_CS199@G31A`NjmADG7vW+Z&0_X`Tnp1~7STkJ3k>`lxMtE%Y#B z2w4C`TL_%?M*Ha}Bt#_j&TP&d(2gxJNs#vAq~|XfNhP}AqOM2#HxF=*>h_UHP$6#* zF(yqjmd}ilt+9!T{-BT{vn(G2tXQosVYd(ubf1!~Luay}^V`QdwuOO?YD8rb1Ua{a zDLr&ZKc~ZP1Yvkg)8+PbA_;c2Cmnbn3m#MquY$B~gDQt#q~B89=|Om>Lf#AzNM>%0 zVd1z18DU)?-;T1IuXU2`WF|ZnsY$g-Gv615Lf|GeisfzbAG9jBF?LRpRy`Khf|U2u z)Q1b>(osbh5rOILvf;tA;-zn|)`p6lqM7`@q>tk#<}J-ajYK3Sc*nAtWow_T zCbD%QlowZIjL$bNLZPL}cxD?nH~@8GWu{#>DBzw3*Uq#pBRyY1WvO~HaI+6c{mmFQ z<$TpijO>Nr1{PVT;kNX2h|D_urxeMs%(mWx0WKy@z-&veHLbeDpfC>(s)%Kgd=U}w z>L{f$u?aQIKHAGvkHZP7#vgAiYZo|Pt9&!#SswV>dc{L&!-_hd|W^1V=)rwGikV&WdfGrNKWdV{a?Q79&|f=XfI)S06W1 z)vC>}G4O%PdyrO$>y}OIDIOwa>ZB^(Aa(obBA}N^LaxSM(nmX@OhyV4RsRQ{m~3_1@Tgy(9<^m$cA!trTO0JnEX^qj#EmDrf6R zth9AfpMdgs-Yh7eP|aPwM;CP{0lXUkXc6A6K%B}kJd4x)EJDP zkJ_<(x{yq$9P6nngko@J~>Bp!uUx)Pg6#dr4bRuDS0|5GY{v)QsmgP?+$GDph%xvzrO~&)2 z33z20&r=G|6tI{3Cc=iu57UyrD5Oo{W7yy1gLaVgk2fRwQ~=%Pqm6CBO5myYwGt)3 z4FPb+H@e#x9wyXJDj_riT$fn$T*fs+r+rYV&%6HAFZEl3cSZcADT7h%X~LT~n>$

VdP`d4{MI)hyav10sDF(m^J# z2Bf3;3VbsHpmQ)CDz1@Yioz}^r7+K6o90caCd{ye7$v)FRyq*_n=W-WAdBDkv$ z#}}&-#3-_cs1bYaAr>Y*iysahiOgmm<2?p0Z>%x1;}hS+seOf_g%ctC^K>Mb96T!f z@o=Sn%k%2|j;Z5fnlCw((O94(u zz?yS}4q)$>fGCMH#5gv+6|Ts5_Vd}31QYszNlmttS&I4!vIFHG4YJ5vutNkzqJ z_F(E1jh*{~_*c;o+cX#(_5dvK*&wSjAE4h5Y-|brcJ}1Rzr@8jg%6UE!XxS)Y?iYf z!^Bwh8#h!dE8(m<3+fKk@5t)Or%+c5g!m71R5U7YJQ;-Z2@&#W?vqqcbrRPr@Q_J&n@U2DZv8PCIxdiF9i|Iama0D~W5kPCzTA5OAJ#_D|6|ItUUnP2{nh z#w6B5F|3h!i0o8(uVnaXRi|C)L4q;ENX1ZBjX1vEPok_&?c^i!+|wQsPug-DGD*A+ z-n_hnWv1cRpq`%l$>gMt5yBPo)|$n^#Wic!>4QU zh6KlxVV^Kd3N{FeQ@~xgXQ=W1yc5MFoC=D@0Wz#@L1aIhOO|z6UUJmLg-B=c8EEJrFDzd0`z+YsB5yzwomm&aBGR@gRrI_pEW2Y#nmj;p5 z0SC4$!ww~5(vHQh=ny{(skuOw1vA|QX~!VzJ??&-va~NQy_z`?!E#XDH4XvbVU}>%Hm@WQ~SK07aCWjH}Dtdv6eFMjRXH)#*y2 zsvhkmF7auYALpW0vxVJjG%g$2+z76e^`yo!A_k=o%iV+5ilNm8rK<&5^%TR@F~|cHkGd?LU`+gQ#n<>u^*hvGPfFTV2TGbwy*&8rk`{!;d(UdJ z%FgNAp7Lgm8c4Ucfm99mBZ@%=$5*k$lc7&XhF4Zlo{?}w(=d12 z;gVvesIPLk&i#<5-bxv=ViQ^;YY$o;sUK6>ePGQuUb%SomYb^mDP4j&MUGU8wC_WU`mty>(T zwX6RFtxZ4;#Lve+&a%s{u_3K}r4_HB7#G4wuvX;vy^^@%%Y#e-O5PEZ>IrMV;nIt& z6LO$}WIZ;u<9m12oLtf)qk|=Oq!XX{zCso>cVHmUXK;g-2|LYS1$$k%xpik0_Ymq7 zj1-FgO3*mA3ZSn_qq2wBnxUG^n4YQ-)JX1l&5M%n{w+|Ry=i$;tPPgAZ>`6VJ`q5{ zCxR{`-)jQWE`mler0Q}jARMYdp79J3PLPN41*Bk--~D}Y6?f$8x5aQn>q)%!$-7XH zGf6Aq{yxx5bcEF#+XqY3j|p$_J{Z1~(yq9MgEp14&kuyJfDas%)GASuNJPUDN;O@q z%Fp;fgekGLPyF4f?{Bp{vZV~HAWAxF)b<9o2YkuyeOgEH6vuMmNK*(im2Nag#k~+k z>7cYe=efM@<*ur~+m1eF$C)O-)Y?eESdj5zVFeM{P#!z6@)s_Pa!-vR% z&8_iWEAsszz*rp#Y)> z!k6L(4vn&lNNTk}_7^HK@BmPjLj6L)vJ_;^`2`E=)6+2T=@f&`FBQ*bwlT)NrP2EQ z_Ft^z9GLMvkTfsfnGMxQ)cxm*oSdAZYzmb6#`iutyjDVB^#`5bU*Y|ALO<5Pz$rC) z7cMFtRUvW-%KtQ$qo_nxOXcgSX`OW|G#VZsyUY_ye|gj`2TAP^v4PJY322a_`>#Fh zf9JF3uBJq+Tp7MST$ddnV>{zxLxbH@G`C}r%1M|d^C+radQO9M^dOxV@k;Z@+82hI zfk5?ROXKdPiBN?H>3RmO`UEY{X~-m=SU#(Kzs*aV*osjSumi)wmoNQVOSe}G7a0Hu zK(>7paKA{(-Dzbv+t4C{I_6ZByg#$nv$^u(1ZdI1RN25TiJjyXH*vFu-3(qJ0Xj-e zp-#|RAe~B;Rd&J!2ubrzA?+i}55X^f2sj1{s$BaCpM%)T@0P?MF`EL^$5P8tVGtGV zkP+W%5m*M;nsxfP70>dsv-0v*jl`n3LH^$^pQ_4%xOnZO@)dj zR`lD{UNN;+5749i6(LS1&Au)PN1x{)>I}kCrFY z#y|YIa7FqE9M$oioBsLjefu`d0+UFz6CKiw{Zs)D5^}il9#jo;J0j{jIrz5>{B|I# z;UlXlmQwiw54Y*2e7be%IBnH$Ux%xW{NfLcmefy2pX9*$+91w>T1(K664^#vUaN+- za?mlP(EU*Nlea-HdYUTca7rm3g)6eBJn5>NYq`R)!oaiEEyE1Jp5MoOetu~|-go3O z)uV8Nit(K1WmWf4!-k^qYLf`cl?IsAxB1(0CyV%`o0Zb&Py$LoXPfxePIt&1zI>d~ z;po$L>?!WIpIG%oji3vtFT#)Tlj;cg{rd!>_nB$Cgtg_v z`#74E#+VuwvIYn!>)3ge{w|*E1mPH$2DQewm0J9ES72o`6mb1jr<;T{^DUtT2(RP` zT_##UEliT;4uM?-iZ4dkv7O`3siilRF=7wjse^5%{r;7szlzl!4W z?cOXuN@#-Q;^@UMG{{;myj)6u%8Imt>E;4FIt_7d+K-h~O=uIxnO z(%&}i>rCNda`K1A3FF6v6?5i*m~*lZLqWCr7HcZQrnkl3>ekZdke+FUa8GpjYPep^ z>n({Qp5_^98)9ZoiIH4Z&(S9Op~nA!gn)C{6nA#5S-0l3t==@(yO?h;54{N&MRos#<1ZGGpFjE$6W|<@ zVitawy1)J+0#p!te7Vs_^yg!%3->?HdHnZV;rUyslCkq6)w>|7h`XqTtu?|u-dgITDK|K*n)zMlr< z!zoz#2;S~n;lKQT0c&35sz)PW^JYZ7a*RK&{=1QjF@%SkEGj$XoAKgzUuFYF9~O~5 zQX${(WBAkcul^Or8MM_YhVv(UfAb~2f3~R$%=l#1UZ+2P1*1INdFL;KJ%2udsO7=2ebxnY+sUQu65n3R&2OB&A(yDgskNX zF5HNGM^gQb1@Nb{O&cu%H;n$+^pAJ+0nBIGOeVEodUk)hvFI?Ulf(7B@%fM6;m7Yu zf$&KGHhaZ>&uaYmCqH}$h5|0?jqY!VO?mwdV|qrT=_m`3pvxf|cOU*B2p_ zj(d@;9*=Kc9a{r~racV!q1Hrw=ic@vE$cqP0j?ZdgQS#jgi}GV^rlRvxSMvxktiK z)Ftx6hQ9iFL3<|Vjy2xb6&gc>SK`adc}V0LIY?~opiY6YrahIlkU>`i8HW+bjS7%@ zG`PwVq!4YO-EakO3hmy)+u&VF0iigL?ZtPWKzXASIS7iU!-!`QEve-Dn`;QL#4%%N z;lIbJOZzp>NDC6Mv$JDV%HjhP2RS4RWHtWD06j)K7_VIgT}V5!;-jLNQRg_6j(jm1 z#Ravj3{c0~UtSmkvkEz+?CF#&KD-0U1yzq+xQTAuyF-x_QDvhutCtVV1f&a+7;Q3Q zV`EQ54}W(=E{#*gEogPB*P0@@G;K{Ya{z(j=e)56s%7M?$^y?I*DlkFxYHBK(qEJ-w6(Aw-vcq;xcXBow)bc(boNpxH zc9eCo4;D~{hN5zfRqI5l*k2_ctO!basgtzy+zTXbdr{nxz)AH+W}07gcp8S&%tAPF0Wuki*Pe&omk(Ge-( z7s7_v8#38Q_iO~ht|ZIrb#dx4{={1vK>;Thd0#qJ-B3+U&6S$}B>vtB;EVW})QhAh z^c%Z)Xs#Q{!-5sI3$(0ZURBqy>xzIGKBIKZegwVNeSn%pOLDVp9wlW_q(l;8S17ZS zwQi!G5Fs0&+?G zEc}IvE+{l2C-nLY0OUdV3a2&2sGUZFqOU34f)cd9GLr!8;Y0u~M#IMiY{2}Psx3U} zH5+yXyx21{wE*RY7Tlgx8qgp@?-G#H$qL~Sm9i@4UOAW6SR=)sz@f#HDYOT>W?{5R zQJYpGM4Nv|H;}!!FkI!oa1?b6In-auf<(Na5#fz%Z9&}(BsM*RmJ>&h9=)bF+F9xX zD1kRf#8#^tU;324`ST1Y#qWV5i3vo^9_L6FK2Dt5SdegH82ndlPP;|!94!#%X5G9A z)%+r6TES_%2V~IN}1VYV1o*^!Z6~=b?a`1oyy_b3{iJQwU;P&Yt!kGOwn$a^lpB`C0+JyiNsi)cTxVZ|7(B~w!B-g6CnC<~= zxx_@x;_A)vr|Bv%4kbFtmZwjbpdz7rFyecLz+7BT-#!kT!1Z!JDuAR9(|7rwHU?-M z{iN{o4AAwyux+Y;hv4IOYG6a;n~xa3{|~`kVATlK+b2&0@!v|uKVkkoh#NiU zD<|IQQT1fPN~r#jS<9yddEGD7*PE~bxvFp28K3Mr2|>dsbNO!)EdrCop@V*T?DSu^ zU4d)WQ(nvpPxS_oJT~e41NzUGp0FPTyWXI$ai_57#;fBQ#6!ZT zvVplG1h99xjCL^4+|73()96RK*%wN3g=n?og2Hq>Gjzz-Z3JULYEz**)m}0MQ!#TE ziT$W$Y8%Ms?jXy2T?@eK@327Qw5KxvR6S@ac~+hM9#vdUq1x_|dz z_wI(}dFJB>*QMpT8V@b<;S1iUZNqu4mp=70s{>u8N%~9r8->&kwn>?W^~{!)FV3@p z)cxG4T(m)=iH@}GZSnr|x-aM*OFa@I4Xh`_?Dy)%oSM*7UnI^g<~?-rF(K-AV9ua- z$`%$ub(J^bGOU~D6u~%64sAjng%KQgIIGu`6F$MNi@&oi&LQkO&_HR+*# z<~0`GmGdgV8ZvC*8cd~2NoH~1oNb4n-7iJT?z>0_Up*bnWCf3nUz6y@w9djJPX;vr z1`QW0EwEcp^z8wkgn=r=W*z$IAx%m&_~)O08X{0c7s$pIntm~bZDN?prVaqES2U-MJh>?29k!&iGvC!DWNthwHs;FxQS9UXdabl zP&62thu^dIF6%hJ!`FJJ#^)aR;a)<_7+wclx7f zKjno^-Wkd46T8)%z*)aF_Y0J(d{Q?B&~Rz? zp*r)4cCM6sTQewpI;5|cTrF$wd+A2;>_pCp z#9IYm@Y5fUvH*Ay5+c_fB8hJR zmnWnr;QGB4g2$5xsk);^Lk)$6g^43Mj+CnkE)2!C&s)jwCJkQ2MhyQ_CUqgrRRy4V z;wcM2wiDnC-y=)-(lL;y?*?yWqj~-G?dt4YYnAi?^BZ>n<_i6~`N}V1iU)2i0@GobIPdy36 zv6dkBbRWF)dLT)&H-d|MXdA5LoT4 zBQjA;SNs^P@Nqr?rI$(WgKHSph90AAzi#taYNQ!2I9>-Dv z_r#c|QT?76-)8VHXZi0PV|G8Mm}oyRv;XrQ1MkTK5$qh#KPtMv?WL5C-RuT}T@G8U z{$P6;ZN&VHHB<+}KJXzv?YjbnUt7%YSNytvzM9ehO-G^FS4{ip^_c;$IFE62bL&VN z)%0KIw~WfCY4gHaJ-=qf77!4iLS;!fHWUjzW05<5Z_X7VMQx6ZbIuyy*DwFsAKilB z5U`#8@;|7sLdspYVn3LW<{_S$9+B^gh5Cv9*!;h}7}v85&J}rbazdm&sCbQm`0MKx zK0*wO&n@9iFD&<m zrwe))fNX+>No3czMnVQoaYs+awzm=p4AJ9JCBAVzCZ*P$)Y#fNU#VmauH;?6Tr$2- z_coUBXQ=l(NV2KN-6nD@P#><^$Gp^N!w?;-d!~d`G2sgQ_cr$5ex8` z4i@H-S4o1gg`OTpZ&7?thr)MNYv?h_jZn>%C?6b1`Amxh23;moJEcEnyye~a1Th?e zZcKp;VWxZ=MfWOcLNP{J%Fr58yS36V33`il`IC=?G(Vxdi?{;Xm|1vex8 zMo&4_3$?P+5yxwa@mtPh^;G3iA22tdpdHV@YUEy@on#dYVIK4Q_5_o934fPCd!!!( zjEgr{)odXKhWBQj@L^`upQ?SToJ$qqW;a|9qbv8Rl1jWUJ^-YG8)H1kb&IZ7u%b*N z^!0fRC;%QALH&?!6?n+kPMvjxAnQ2Rcq@x6QGjb_iWg(bJTcgQbe-BY3DL4hr2~<` z7Fs&FCpPPjmW9+MT1R}57)bIm>{l#6$!A>S(p?9LL7JN%7XPEO!0Gj4KO+-S*80dZ z7uRBzELn2J8^kY)r}SSTG3S&I|A;r;q?|_!F}-GB2yTu&0hE@7e+VLlE-!)Oe;vCz zS%$O12vaIfca4A{Fx5{jf5yU47AkvpQhJDya#XQ+J?K__Tj~@|uR7pLZ|yrtj^-O? zU=S_Ws2>4yO|O*hQ49l3;}_GL$zxREI{qHhyP^pUcct_GH@7 zy0)J45r2x5=wTxz?d^q~eNmoMv<{|#N&p(4fArRo1~O*j!kUH3j>R_|1&;Q%m8A@m zC)`)tkOVDvJG)$}GL)6V99q6$W9^+7*3B_S3lmw%7(vD zG8yK{M`bZ_xof;MG2b``BsyQp^=tsW7@tlrcIGe!mzFkUO}!+|*+m->0k_$fa_Sj3 zw|8c);2fZypneJGBlh`!q$f};spIkYdg!S?? zZ<~1seuy6BGGKKXX@nr*7<(^#1&X=Hn?76z z7=s5pB2?P{6*>q-#P@+fCE=xu678PjM>=25>95F$hO7i4khO3j^5Zw=(_hR}WTTz% z)Qj|7+Y(8KweEghc{ge2A{sAd1+^uhuQ2f*N-kh~p1wdzL6JsA0(y=anqru_X1xV@ z&U)ieb+PAeKn)BXFIb}B5BwlGKUm!6juiem8X^BzWb`kX@zK89&4N3W|U(6bb6wE`pKQ`7ux}*aS`zWf<`nC zN(a`}cZOO9o=2=>gOGzrElx?w`M3vFS`YREQS#o#8|FywMOzUiTO7Q_f%YX0?amWG zdur>fN%s?*{$>ROnhQ-Br>h?GkbVj7DT0!0o_wci^C<_ai67*n96PGYZtxJ5$Xv^A zKJu9Bfs8pbT_V^mr_fi44RHS6JJDZ@7b`hap7@0TNl34(w;Ov-M* zAbt=eTmm`NRoZ;%9*CVmI#;K!gSISI`>N1vn-gcAA+q z`>{(FUlm)R0a7}hz`u>ir>)7qK@%cWLs5a>Q>j)tf&ho~;75){f9O?`p-S zkwVo)#Km3qA%wt=?5ZJ`W95X;bpN#6y9~%^UQ0sB%*{zE9srH91lsLl0^1ZQtjFeb z(AGeRL0K@O6FG%IFv9DO_QUt?1a%il$>@_+dljtg5gigA;F2W!GHPWI!GnX=oTr1HfkgqEYSjBhFi4a)|t*!zQdn%skrON3Ce5>e$Ol+o9p>HsR+X-MC4) zzb?rf&;&l`5nu&idAy`lY(Nw3O0W2E>|~Ey)y%n9v(Wu*!14p`H*3(cPdz7`CKyNsJAlGKg@*c`F21z zUJBpjS%|PG??aTN%yJattVaZ<2L%R!|1%sL?$6$61Bf=b`9}6LG>I73ky$)q$2`LkRpETX< z=>6YgPr5~HFT!;Gb<)ET;WTx3RNUCKA7t4&ux$XotZw&?U8N_K0}MM4%$ffJzLGp= zKzTkzFg}z^2KebFn6(0yMS+r=+NEb-`?Cc~PzzN;;a*=Q{Xq9Fmhd^`wD-GRHN%j_ z50t-meXFnNDTTuo_#yDPq|r56&oP^hczo<6pD2%PX+s-i^ypY`QW59|>Tm3T zsTA9M?^xXHW0omFx{s35?(V#_(z$ZCaImAoA41-5g#^wcsWOz;Jr>a^d`acwt`|2q zuD8=zxSjg!FxRD`NY&~35sNkt-T%l*gk{ApvcwbQ7(fsK0e4ayiujM4Mrr}j1(10a zht%3j^4`5dfodq9c2u`?exzBp_O(nUrl5R;nd@|m)^d8|bAK2)zCvPYgE zLMTp+6shh22Av1#K>C;SRCxpKb$J?GUZ^+xH*%7a}0zxJt8c&8qY52q4>~JgFfiK#m-zB?a03>Rhy=c=6T>cj? zt89OMy0)}@>8D`;Go z;M{TTQSI&C+D9QYTr7(ZC~)$sEQn;P7PnY*8DEOg9qFCeW>!zYcC1KkET+wbfr2mD zukUb^2pOx>u~vfi2+(ftuMy@IA7{U60!cLlQO7;+(#_C9Tyu z8u58M*)A>I==b1=c8L$y_J(i8y~}_ogkiG9qn@0t5qvm~`1t0vif+4WgPS&VsYH_x z$-nq=S5Gtz^8aQesY|9wRH$%-O6)n14sgnyV;l7~1@#!z-QPKOToI#VrqjQmNMkYs zLkJ1p+|w37j(}EQfS|u2fusIZnJ7mloE|z$6I;2u0d?D1p+X;4Vhx*qp+z3yK;+eW2Lgzto- zu$@COl^S^#7KVzY!s|bhXVJ*iN+pg+lj_Twx1~Ya&Uc!3vjm30inaUN19%6xs{e!4mLpLCrNK85?K(>2Hc=spal z5Xd>?O=J1{cI2&C4CkR+zVDY&zME>azPCPzrNd_#*N@X!r@lP`D~zTk=7Hw-kNNiB zKlnUcAk+)JKYXB{hOK_LJKsV9v&GLg(>`p>wt_OXHG7r9DySOiiWVth!SVSsaQtrv z1Yb)Jb!3KiI`U+O!Z{=U-AH!8Nbb+0XZ*=;9^Rw7w_w4>|91bqMfV4T-3TDFdhczH z-yZmr=X||)KMIF-s97xddWF^>_(^Eu2ZhhnQGKdz{%$BLXnfQU-uS=$5CGspHY2y^ zy8rd>8uG)=z@0{j#G{W`sq&S-xbH38(HVP~HnH8T9Wp>#S)%?lkJNXz{)4Zc{W<*C zGq~f0&P$r9-LJPWgG+0e%&^{c-mAuC2ylkpyF;6Can_nRAVHIC!D5~H>!#2C96C@? z6A+1-+vm>^ClU&i^AYC@r}?i-;c!Rz1^Ib@ww4SmucswLUz7Zc`3wjSr2$oz+t2&6 z@fI*e7))de=8swRfIB?I8ov%Ftv|4jV5?(Ew>V2PZSnOWMLBU;(9kB417PXMfz(1mE*YS$4Z3RM)mIQXSbcN)lLy;_Q2;TJ{NRs!qB_Iwq9eFJ5~i z^+={tdG9vL?X*!S`Dnv~_k$209m*-B@~VBYynrT2$Gw@sR8@SzK-HipC*vsyULGX+ zE_8;nZ);ouklPl4isMRDCEE-#sIpKX5`P4hlPY;t0CTWEki%NHwtx_0JA{MZrOM`v zv|ntzYm6ViwCv|jA>omoFIoHO0qynUF#6i#3gCWf$Hl*D6v*APwiN5YZX?1OOixtBr58K}BC1`#`DXOJ&{0@ARC9&x3gKED`vT>vL79w-xc ze4+q!!_8Bo&59tnGy;{v9Kckoe-p}uCC7p>I6%nQ(@y49U&CH%3`=a7*{N&RUKX34 zgoI3Sv>T)-cQP}`t0G0UdH{-~;9H@xjt?SWM_#SzEW34sVcZPjn-c$IA_4ktodze! zjgVq?ybhTMOrgFyI78nfyb#s-Sx@Fcsazo@&${m&I&m}kCp>?Dq>;cdR!B``RoNKO;gy6vG6H}vIDZ7CJJjJLZhvS7w z&IxA}d6jj4UvKJ*gjAhD64k0^2;l{bY(NiYmycS_B6FZmm-sv6RX(KJPz3zo-2nL# zFM}heK(*x!=xDy^L%+BWK*Nm2j5J;(_Z!LV3*rwKb!`zng!B9RMb<4yolS9Kpdf{K zU_}v15LpV08}`NRSq{9@y_OMPL&XF>efOIiU98jPpj6JB52mPDhh!HGzemdod>6fR zd^CB@A{ezHX~&z8DcKv1md`Uafb3N^Yg7W%H5I@4pii*o= zr8g9$8Ckj6Q5pBalu~)SsS`oHDP>Be3^0_5Z(6N4V$vkUz+E-;1UMZ2Md|oTZk-My z2Wt)_?;iA=0gY7~))gCKYBaBk(IfJYOAyL^f~1}q=yZrsCNA)z^JcpGRNwLZ8@baa ztz-Ie{l{p*2`)%#Wqh2xTdyN?a%M5fW{MPZLosR`-J(v1=S{Di&0I?5jJD@~1`SD0 ztJ^uQ;e_s6u9dq7LDW<=E;XdlSh>=r;Ovr%P;jc!n+;;3B+>+1lh+*hCZMD+_S|5n z+0^e1nrLNZupg}iN`8mR>Gvt+Wn#-w>gCGm6LCtFJ{O|yYu;3p{m-0PC=U{>4Yfs( zJuG{C!9G{Wj|m_aAL>C}*%E45UqV&q+7_MVkCEmtVnT@D#IW)l5H3buVxjbtD|j%^ zuSq`NTvcCR&lB;9D(0va1ZkLKwQKj1mlh6f3sheU*&VC=RQrBNfAauQ_odV|13=@x z5~)Qza56OsYJxJ~H;@Pl1dRaeno(`;WJq#D1V3EwEQz^95em(P{6>J1KM7KO6aWcS6{&}B|EtYPaP}lekq)X@F96X_){diS)-G(u!nIa;gXpBYE89{=w~hfZQ;8`UvH{QfmgfU*1ir-Nv@@FYB_KJhtO4o%ukBV&zpiv=jQ% zU`VZLS%zEWFj@)sW<}b2PeV^`u(d0HdU@5h2Sr>`rlER@N6WKSXdNP2bntneY|mq6 zd-jUn8O+xgl2< zHxL=5aRF(Hqnwnr574u7Dt}1T=}WOy2dB>zoGT$H6isU0996g>+%@tDE_U@DS`(Xq z5VJidI_t@9pPrBmEb{SV=FEc$J)v@T`n6V&gnscMjIdy(&%|KE&|^Th><(J{6i6HZ z4vs2}k{tAu!3SR;K5@Yl#~}M9K|!gC}*Er29i<4s5*%Di;k2sSJZi z`P6Tzj@2WM0Z-soupAk9y^o+&KfxdC1vx5uzrD5D>!iCXLwA^fxIv;nO0OX` zrtXFm8-%Pm558G&_6L}x4YhfY07T%MLQqOw3Xl!elHsb|`QDT52pZPWA7?&!WT+X6 zbG7BbV1v4v|K0rN`pLUCwcq=SqzbNM^r^$xJwZSq-A|n$V6Cu41+2BlB0-`6%qyz1z zj!=uwe?@E}irEVY26pntVqU}EcaveHO!1BX`<&5?N>j9Wb+_jGr~oAkQV5dk|8Kv~ z;6?KnQ_&tsZO};Xk#4la5hl2 zUsTK7TwrE@*xgSMIBCHA{7YYpayS&PYwK|G-2|2;L=e-FUJ}HS z=n4C_B_QsCOC`(hsbBxoF=ucGpUVqb$-V@Qf(*zWW`YivkbS8#c$xYF9>^KF+zQ-2 z#vg(lA~!~BwZeh|n54w*t)C-~wT_k@ZwG+LzELxRb!a-)8@z}I_(NG&Fqd@hX$0tc zRZy*NSz9dtQr2L@%gdYH{wa@&PwEKL7+HI*;V+W&j_qP{{aa8bK*f(0DHT7B+#LjE z;^88WT}_b7uZQD-B@{^v76?qq$TuFoTXy|0uenhR)`B<5FwP|Qv;{#)5jZi{mfw@x z_&&Ly9cKRr&dqxnyC{iJj-Vpi=xa@fC=Lwxix3LQW_mS40x!qxsw!5lJf~C2yOBaVT-x7l<9qH@d!KBDJoe5r36Lqg-`})aHhDG4-;rZw!S{?cZK!W zuAuS9?+WYhV>3V6S!O!$cZKyYI)~!Fepgu2I4sVlU??lBvBR8(d8a&vSK?n%u6}c8 zFis4zit+7F<>V+9Uy3!C@~#+uSeF}(?AFuRjKALXfB%Y#rIN6?>8-A-Fx@*tMq#)J zBU)i#U=WgPyZ5mdI;aAEoS8oHjNAY-txmoyjNke#{es_%dwF+f5jYg9{U$yJBJ#!N zn_|q--svl(f+#WfATRrBa@<;P(s_X@M}_ZSQtQ|Y{$^r}uCd@-u=@-voA18=j2XF2 zrWZ8tU%rF0gz+xRKfdSBFLaBdlW5pZj>7vt?HJ4l9cp)!5oto8zym*F5WX>&W9@8p5} zkz6*q+OE-=v-B@kUVjZD8}4q3n+@4vIEm|&!rhRwJ5DThot1Z-H3bKz`c=uiF12Jm zuGu-Dt`83g`ZDZFdVp3c)+K~^hj*XKR|EgaABSeH!|i51nx=+tStz`b zzkKcNyd}S56y7TnVH88@uQ!TYoFfjE>D!Q+XCZ-cU(Cmna_$$ON`8?f!+ZA3HCL9A z%@&tHuboZb$nPY+v6s?-@yZx?ruSv>Zj?MNLCcc2wY`16iHw3y-9ePXCGbS;pfL&X z7BEtrDk@Q=S_<4v`my7SQY(s>!)~n$z`zq+u^O2 z2Zq=w&4IGl(AQk%NZw}gUm+QK*nN%o@#8T=W8=nsRhI-*`}V7X3686DpM$W9L5PHe z1nbGzPgDy6P90tx`p)7iCCV)U&}c_%6y?aF5XNOO+k6L)C+=irU}o%8;&-E5RdFAn z-ru3MlwpoD(YOY`AM!Jl*!2NmJcQWTRZgO?rOu@;_?{N>ne|{boa)hF7cy(B3 z*L6jcNn8giF|w?g@UL&|`t|EQb2rDg?k~2AV)oW^`ig^Si8jg$9dT zb39yHT2E0|<&*%ZUcyp?KneaKX}X0+^pM_8#A4Lc)K*PxxCBS0b8xoZFnzVAi<>>i zrK>C}?4XFuSvqR$C0Q~2#hxgN&(}hVL=RJR$WeaoU3gVi?&Ayn4-j|vF=no{Zhtv|(KQp>!I}hTMXN^yyZ7AsdUDNcM^{rW zh;y4TiU2DL%a&7E)(;?CU;7$|gLf@j>$33c6oNcS>ai3LVMR)8GGO%I zf8>ump4q#w-jHY*E&Y4@+zPFhATFmI}Sg)@)6-~9M_7`$OX?f2|kt%W-Xg~ z=L})Mui8J;GnXS^)$m@wk6h>cqmib52)7|voW(k>`F7L-+yugU+&F(>-hE3XVmul1 z9?zg3vBC_1T@Oiq@Id>^6lmj}Lvh=l0Z5&m>cqpaQ7IamA1A~A z5|)BotoI18v&TjB=TCcA<#|KZ0{C1ew>&>IrtK|HBOzaZGLYmRVTF~|NindGj8!(4 zmQhgPijJNdj$j+^YiUYtg%rnG;8@L8vhnuzu5yv2jqoXe$SGgo-E30N;%Zs=lw3t_ zZuZLR`2-aOOYH3Iio+4LX+kc94qrnxK=CID+JjI4HpCYmrA(S_@KDn%*VvxHa@A?p zODi`uCbz0ijR;LZNmETDpnFkPUO}Z?fMP49HUQGZ)2uV~UMqD7&T1#m1+o z^~JCsQ{OrONu!fVEK`s*8Vm8F4Y}L_LOF`74Kv7lkUd9zhNJliG%BuEJ84PY@qV*3 zZ=j7IfTTw1l`WdT92V#iL4@L$D7qs;+C45OVRL(1cO)$_GcsBX#MImLCMG6M_Dg4%{Kb}w6GWf)enmfs$J3$v5aPB9>IXO5;sqY;v zzvw2C_v8D%nG;TS@rde><>?`Al1*0ZzyZYNADAUW#y27&`n`r|*Y4JC~phNoQaW(>}`W0 z&uyZkFjCA44$Vve1hE@|jM3wgl09y%pc1kAJ*-Y5<@J4g&(>7AM|4s7zjJ5Ifisd zXO4R~(%9Bnc5+Sn$^zf}m&Ohc8BCWt((>;sw!=~`rLn&pnQMh8iay*Qv<^-D`(NwH z$G&Scv`T3#1u|mrfPKYT=8lsz@t z-!@}pspb|Q9vda3q!R5u1Bvo$sAKG%y7neys*b*BMTCmSf0nUFsGYVyF>!HmH6;+K zS!Oe`{yU!yeF1pl%HJJA*l_{w)fbam0}f=HUOH(&?6f;=nNZ6AhfBi#{WLxpYtamW z3BHWXF7l4QnB{1yj)jD+we?zcO-+NEr{#k-%{y5a6y9Z9P}|z8bTDQgcXI6j6*bY- zH4r^{&>2NZb0(q#GylcISTeo9dqWFbThS*G+JSz4e(XMcR1L!--ZQJRy)_iqwXT7k z8-3EASv<0^eUGr&7&foB4pbi3T9ATNTBO}@DjsBQXqqUG&rcnbvw&Y$+^|Q1Y7BSdV&7h1pk=e)79u=1 z7~jDiQCjo9A6P_~^wfXPZK~_vwomHD3W8v7X!?CxRgvGG zcL7{$32R+u3TvW%D#e%E!qBA#ET8wtY57CH%HGu$`Q=l;wTOv*7o63i?c?Xuqom*9 z4#GL=B2VyEn%?0rzx|#PKcD>Hb>QzQF+0_N-Ce(TiJwh0ihle5WS5v?*cY_0d-d=^xdrfV_jZlH J6SrEN{(lT?l`Q}O literal 0 HcmV?d00001 diff --git a/resources/tpat-architecture.png b/resources/tpat-architecture.png new file mode 100644 index 0000000000000000000000000000000000000000..1a6623a5a392c3f4872628b8849311dfe1739c71 GIT binary patch literal 345904 zcmeFacTkkw*Dcs03Wx}ZWCR2R1ObsGxs?o(lpr8Mi3$jkn`jG?b4D@s?4b18H_kFkSy)WJ=oT{ms8vd|sk*A*%_Fil4wNF3or64DPbB*j81Oma4k`#Rg z{sJ$rD_~v)fAOyaGn<6`w1F`kMC#!+7o` zELUz-ASz3@CtTW*^R1;E`{S3O+vuwI+eL~Xjl_h~Q#Bt+lArgGeEIqTJ?#U8q&li4 z#9J*dPZ1Ih-&>y@!}-uSk|}4A?Xq_|kkm#j34>7Q;TdkElskIjLO!T&)&@U;cv_5G zJWG7x|LV$*n>}Ah*;n$Un5hl9QE@qjV~lY z*m2MpT$;y}jUWuX(qnP^*PMeH&IBtD}hEwC0w-4UQ+dVO25TJX>V0H7IEMB;zv$w^q1-HY* zjF)=INbJ$8Z|#3S{!XRj(fnQL9eRwp?SjWA3}^>spnm35xZ$VGki7|mjhY^Xp&-ph zMi?e_`em+Z4%XkH$lBHWyLa(hx3i6fu}qfcQiVjW}E4t4tUv1!YeQ-|2| ztE8LS(5LG}NE%EM3j7WjNljl}9}WbuFNQd@C-{2sj`}crqLkMK^4qq&s_JyZmUZe8 z#G&H%p72g=f$lGP4?f8JjZM8^n!6q?Z0HB!oo@VXc#&u_IvDfQ*972fnCN$?(P}@4 z241VLStyv~i})a=Ll%i6{h0R!n##u_oy&vQi(NH!sEi;I)l%kHU!q6+v^K}ciDTVB z+xckwo8u!jott|nzDVu$JaGzqRX48#+B=fBZU%gzS(GHAd7{_IsdwX<|9z2un&?0> zJvIwWUauI5;UJC1%U{T0evVJrL%o-h=+kicDD;!=bKaB{ZAesG5G^E$^lXx$?W%clSr|v2 z1n>FUt7Cs(yU`G0PAP;R4`-_#m>Su%FTYadEnMxeX@*YrGxE3O#vOCaWGpo|DYs`& zuDoKNq@Ls)mCaUwOXDnS54rwZ=jGdyuPQOc!19uJ~6!d-tUqySJOk z)w!)EI!Ef$@?77SZz@f<)o0f`(WlbCqJJI2MgR4w{nK69%d(bFRU;`mR=Ja-5z$y} zDv`H&9NIf|zmdRv`+SMSb4&AJ-%DE^LtxPeLu?HnI-i?9V?_J+?}a~YdD=o4-WFb= zVxW?om8#aKK2}Vx!I52%t*RDZ4|pKm-e`t@whkCyC<2q&Kz3su-$q#wp8OJfAhv zMxK_4m#D7!uc7VluJH&iP$mn^!8jcpcXzfz?fPLh4r;Iz2W6P`1M8@~)=#aLrvwp<-&({hqn$_wh=7@O*{j(9_s}`#k5ywOMD$?3@00QM`i{VJ2vF^Cl)41bttQG z(r(z17?C#Oj*=aO>UT81TGgw#Zh;kye*3z8$KES>!+6a4k2N1#K8`%GdJ_Dk-+dIf z2(#^4HqI)}HfA)L4NVLlC21vRxvTE4$@gy`Rp4vk_t2`-qz7RI8PigU^NLC(eHKql zrV(eMvgR4)Q@=Haclq@r_7>f>y5V{`UqK29Umw3rUx%B*G|uYCA$0p+Zf>`+)^EDr zBxV?w%9jbg%f(a1n)XY91_2~Uh;V);%8G@^TKQ%EYptd z0FER?zJtf>ME!n~sy&zAYN+O{)>81J;Br25zJr^|r21rL%tj0j@4BU~Mak^me9Fvf zyK0MkhcI0?{;aq9wWrwh#DzY$>r$rLy@Uu<N_(PjBmK{n{3{r^9D_m`d8{>r2|k z!D84RJH*9o(!VzpI#gQV!uI~2n#z`qTysonDZQm(o70ZWAX`xiSxRuXKdf?_yR~5+ zd%lFlT;rR;&yt7EL!SVwcyF;`!?4+qd{YB`ReNmBFMEpzEjJJE*4|CJ%M*U}{#fNx z2er+7i53Z#T|kLM?_pX*iYADW&=w%-Oj zd(wGj?vuMu9PzS-pgQi!+UC(u?vCO^8LbF1HV5r@Z>ffySEQ@MLR4LI<4WsGZ8q(9 zcK67oc;4Cgt}c`}RUuYX#z8ezEb|BpMTUR}Ob=t5d*U_Gg`;n?p z=&7CEJpOu@PeXTu_K!KCM8R~sw|j+iQOgCiV~JxC@d2>$-6zN?OZmn4VHcH(LI>FI z-0CWI2Z?=~is14kmx>L)$!Jrvu?g<|y1g-%h|{(0qkLRA(erZ zStoB#ixxFzO3IEA$H%X8+%gXct98UUI4;>$;6T)wAXaul$-atlr?;*s#;FlvA{nv- zXqmhjAl4hFf;ku`V^)xFhS&nmkDc1`Ahq2P$(^fd(IYyyA7$Qa58Ha;HvhqoU7KTz zqq^!|Gsisc`_oah(hUBC(qrOmQb)6T9zh*YQasXsA!Q&d3tc-ayd7t4rVy z8TbQ%pe3OF_fK#j377x-^>qc*e~zlenm`~>h?MAKCA&*2W3WPH{UON4zSh++Ix)Ok ztT#R=c}Au)6TC?jH87f~wfLw+afz$#<&cG3OY1$-iVxzxa1pumJT#1)*Y_zNFe*r) zUr!emQ%kQt9^Ti$YyRZ0SL!ffxhGgvK(riJu)i&^zI`%oiEJ@k#Vg0eqlSKfTtY*? zcyX}^7m;w01s7Rxkp&l7aFGQUS@8c_7Qm5Lnz!UlzqKx1)o6P1cSn4N+K( zDT=-MSA*A60GD6Im2LUEHB6z^fuvcr56k`C;2$#TKp0&;QuY6;tbljpKY%Fl8Jd3m zyTOy*dH@OiDbn-suRt8Sh)DuriY+L9{&$1FevJgu{5$bY)L#`<30COWAz|%mBlrGp z@K>)~hv;u~7C!x}3{>DlyZS+TK5I4fuLe);3NC+WXQWR5R~f^2`_g4-ie!NqAd?%0$45xINRyuPm-Sd-6qUVtnH^|}%NqjxE6csO}aV;->| zfATi}5;FQX$q<7Q`OewIC$ z=}E|DRWD>jt{4hq_oT`icUqUc%(7h{pL8RT8{B&4TD5=l5Yqcwn-BY(o5#7M|o2osHi=C$kFLnU*HwjpDcG+OVsTvuri*8*UTZOgQat#I8Fsw0`DV=8(6S z{*_!z##VXodeG(c7@H4Cu*+r88aX^{>39D6w3g@r6V<}Zm-hY1{OZcxz>$gw~0{Qb7rNuWNKne-H zu+hDr|IR5}V`{H|ZAB;;Ygql^5|{h}Y`0HUS8tApOi=SgSHm1~ap4+=ZG}_bM%6?}7f30*rPIP}~tA&k0J-4z>+>ea# zWIO(}7aWo~x5>fy9+cU4Pp*7BHo?q#S^ALNuYSb>Z0W1cgvXOLxWc|sY7Tbng2xO? z=BvX+llxVtPOEJ{{-UI}K-oC7p%2hL-7*^cVSOh;-g?!GfWf`e>B!xBxxddL)@F6M zuS~rAO43&d?EH=;{16yD83A!G(QxR#ZMXA##7d> za{HNu{bmf~ow)D6{QkhN`|UXs0Qv#yg>sdGT#MUQupLj2COS^&iwj&mDD4?vT6Kwy zc%>cn<4aH|+A3V4sSlvi{-Devb?$ic69b-~F0a&)(GJ>xmV;@s^ECyl54!cfSS1tA z4&#QU9YRNLW$Tsv>&U{J4SwXr{n;83DlqGFdwdB&*d&m*GZ-cgei8{{K17pw4V2i& zhr7lC(HZ&-!iQY}zW}T$x5SRJ#yYH(PO4TNDjN;u>%YUo!7BorW)9Mvt6Dnz+|DMv z9vF*h>~R@_T(#o%h{8KJ#yHB4tv*4M~d6Z3~qYSiu+0?`I4Qx_*M9ba>_P33o2((9I>>t z6mvQTAS|z>++-*}W?7=5HBOL!k8D@!(aN`)UmKG(H6S-Ah*)2e2p#-({p_6lGvRwK zDThJruyNr84mr2m0!7kps%$jTyGq2I`OhoFZsQdW4Vsnx2lt+*y3NNqShA0Y5ktk8%EkG<8A0i=(6P_bjhRx|VDQfBUr0D-N>@Ce)fN65PA3g2^V1-tr%4Bu-;e8r<0SGU8#m&uEBLVs2PM|6WzyTE8lpsB7k-N=>LI= z{{5BJ7^v&DnWNCyl5un2|ppH z4#a^2xcF4iA;fP}0OG(uHpKW>)#>s2gIB-YUe@q503KkWa6Xt!bl6`@H0+3r&YeFr zKpt$qYWvJp>h42(&hUr8Zvq}wn$m`hFmwi@F~nLuTbWhKRwv|V7;po5I74jm}*KD0$}x(SDIpSCWFVG9izwz_}+FifVt|6xew^ zY*Ap)_PQiQUT#I~HT_J_b095sbApdI9OLE+M&6aBNfc2SuRN*%nP5A(#yrXP#sj+$K_x7X5RT2!_?ZT z>Ua;^>1c0k$zGE-ArxLW*t6wDyse zOLYwAZa9h2DmaGR5)(-da>w)JM+aGU#3`zgH!uja&y$vL7TsCG=@8%7rql)-%(>+^ zGcqz>8+^jE^-RgRf(lfCyi3P+&SW{3KnTIPFBjQ9|TAz*tVGc;au&i7+rEcb0DF4*5>>IZRkpt@L+SC#I~*{ zWJ<7{Z=d{ZoRe;ekYTIfq%g0(WL?kY{=tu&$GwHM>^?w=+c494P^L9An`uY^?7i_k z_32Rms;O4M)u76q6gJcClT>m5Besv$zE5+bb{x=Tjqu54K+NOy3vH}+AkeoOeLioIcGxn{%H$qWI|%kcJWElgQS$&F{ik)vr}gV z9BVs{1<*c|bXcv>NHL~YUDsv9m8#cXaKcAk_}FR%)c@IuA|7)BNP;>Z)8Rt;`DW%^ zU!ggq_f_|kg9c%DU4LHs`Izr;XYKcOwdYRFN2t_n;9WpbY|_^e$BmyDT&Mk6YR|U| zQxV(q9t%w(%F4=KtFL}n!%^bFtIy{eh=0~xd&4-G!AdzmlTY6-L%V2z;Iz%S49(-A zfuE0iKwNo00Vt+O;YyErOYS#NWvru9MOmZ8rX%J9nznrw45u<(Jzl9#qi&W#Pfw0( zv>a9m`EvosyaEXK>TqW<&w|Q+A@Q3dVyhFN;0xHt^H*!{u|s**R)=n1LQ^A%wnTFm>quA_eOsf2b#^1yk%s%*V&8u2t-hN2|usom)v8l>>!AwmvjW3U9?4wP<0P zY@`i%TDXov6UAilx*Rn{MSL(B0)DgSPu9mPM83+!{sS3}L9{i8yUUjT#FFR4ic4sI z+F)g;g?0Jq0H+rA5j5VqJv-fTn6L;xuV{rro+y31$o6PDpSm(c3&qsrw^1o8sxVMMAxi>AuQ$EmJ@>USnA zLbQ82K$vpeZrZOCSUz;k>5tF7jHE#EhHhT&6@q77b6hpn#txyEy{3(5R(&?|tJaHP zJEsCj@N&x#$#PIf{F3Dv3l+V`b#5n~dKzt(bY1%h9aB%?cSdH;wGQD^$BY_ba&8k$ z;7~Lrw4as;I38?l02((ecJVuJvVVYDfDjBWQ1XJn`Th~qbFEPX&U*#%pXS=42k&P`J_}wcrY+C0ZCRGLGc4e)|F#z6(PI zhOR4xK#)A{m$D23fuEwLWqR&pYV-uk*_R@e8%s|y0RSrs1zvR}iA{z+m&1~c<~9v9 zEkE8Hc~$RAij%MM*+*cv_c@oy^EWw(+~?&n%v)8^8sx-5-Fkuu8v0GVw6rwLiQ_ff znji^EQh(qL<2kX`8UvvC^nyE#t091j>Rsth6F_`BD30V)SeD=5>UsZXt4f={m~{6&vv+FkxC&*3)7gd?j*0dn(pkXO1+haLW8JTow}pOwVA;FUTu^m|ADER;%&@R97<-KK;Ua9dk0BlO zMiP^fXl%TIvTkS(I@1$Xv$==%$tOLwb}4 z2MDH~mBVbj{DI2}au9a&{NOu+S}-T)9}LjnRcHkCPa9h%LABk)%;xpQ=zuYP;QRaO zEvXQZ^K%F2sf13}^nh5ulcilHB0r zDRA!{07$3tb^r!ovsxSF&HX$g?OplR<#<_}$Hj00HXn<(ItvPsA(dvE+zB8IxUL2{ z?3e)wfinS2QxV`1mqbUj$X4aP46QwHpDE$hm1{=_KBIf;75XoBgxeg#QlXrY8_U|K ze52+yIAR!`>CeBKk690VdM+=>#cBF^{H5m3u?v8J8f8^YLZbUG6gY2mjf0NfloAG< z(gnF`zFIWk4l0P0%5^Yk-j|kbTqrMZSKS!&3nu5H&29j7kggj0GFYS7gfs_KeddcP z5py>ym3=1$ROndGIfG75^ycPbvc#dKC+ucC*lo@RQwu;(m#gMB%5JAA3TEvF!1np;D60D_6>)=B!vA`WJC02G zJIyQcj$2I|08h(uzNxQETvo@RwA0Dn?=F92vodJj&O2YL{%f6?C_?9)Jn)cFq2+Ww z9(BUMdp3FkCXyg|B`Gl%STQwSJru zp~cj=Azv5-zl<@rTcJ_%PSZ1vM#*ykbOp)d0GP!@>>V{nNmHL!K3t;*jH zui`nGVekF`rLTq7@H(?0)49bmVViH7MG#@=#8fFJ z$~h`^BUFA0O1hh?hTu5G4b3te*+K*LI?#CzGFr?9(B#$cqp=bwa>Fb7<_&?3>Oo#9 z`kj>_4$e2-bYFx2pN>HE@-2PA+(7@ho^=2?TK^1Vd4O%+0u13f7TtLl;U{|YwPK4kY*jN-bYxs4VSSLo7gd=sOy9o_Ou)r|YYXj*jMV+76M42}WZ=`{mz(m<4rZQh`R=t^XFojPM9osp=fSb*?+ju;} zSv2M}Y2QtOx{eBU#=`i3LA_?3Ij7L>ys^%i1tm%i6WVU1l83wG_p*C`Q;dasVL z1h&{^VU%q(YCT*o`pnqJxH*EY05dW?g4_P;2E24^G zZ^$qn+!R2>9q@kaeb}sIIvGRY>bi0T;_(jHDpv|92mRF3{#e+x$(~T&T+PA1J!eHWz4ffi@Rt^FPSrVGDGXt3 z$ggFFA)K@$`Q>b{*tIr(&Eb8Y84nDJcH0QjVM%Rm2puwUH$V&%^d6c? zX4U`s_|-)vbx}!OR8r@%OfOjGf@S_c%`$>CfmvGkMW;x|fYy4>v!=4}0`yQ+U~gL{nbGmF7ZEpn8hdss?ChSL4=|os|aYmfwgbdE@9q6nAu8Bz4ckW z3#cmAmucptyh9fW?#hQW*=JTdDB-%?2& zRT%B5s*=CGb7;7LO^GJ*$sad&LI2XF1TCSmIj|~l-fMKYqXY!R(9nSyGbQM|8JO+>Oqt4y*5a$P(WgUZw__s<_6vloX# z(hTKNyny!qU5y^>pjv-Gu6-+r4nw7}>&#gXicv?~KM3B9_uEPAm@SQ8Ei30Z{i>!b zK(_C~8EiV?U8$>0G^^j?op%4T%VUW@e=LFTCAf8seBd5Pkt{?ETZ~$Urb%^4YRyTT5=qLe)32td%besq&z~%?RlC5Ch*ea#vbr?Q_~%EE8C89N zC>(XbZ=mj|0=aKT{)H99&hb zLf|Gl&R8Z}>|k$Gcjh6!r%W|)qy14DCWwKMX8Fi{9sCBLB6aEMTAJ1YLy&R@?|?g{hnv%GsGD1Q*f=daN4CP$Xmp#<+(~{c*4bHq5(BAM; zOiW0dSW6`s&B7%RL;^_5CUP3`^(>!FL8$SyGX_Z%2qju9UYE$9n-20np{9}HvsnX+ zENZ&4mqxKUnnrPYq_`xUrt8p0@~25ce|Ld)E~RY!GU~RE;WH;?NryQD*rz+cOS$fz zu`(?9jopoJqiIUlX@dlI>Kq%h?$%IlQ15n0QX)m^md!j*2-pVmm=u)UZ+y=>1{uU&3V{8J;U@ z@8&SF39>LX96N_b2EcK$2svnb_=suxEFY?lvs!hs!&IKi+i*b=QtK zbpr4(tm+yxKSCaf-QaE7=osjkC<^Dr($g)Gm~No*wp#J`6u|72(FjigOZ`b;bfO`382HGymYRbLO*nis8P7#o#f>sY@KLNrMW(yoGdk8-75HitZG15^rdo~ISWI(wA zt9l5L`(flRm;UbPkmrjYB5C?8FIqgSp$J=9PI7FF!Vjwxu8N*GYmfeurly2=khjcL zCz>_> z_qtBMTP7Focp>mpoG51h{9%5mF$iPzX_H$Zj-$O`+MvwlMb^L%XUHL9Dhus*ez#d;bUcE!nFF3f8&o~bwdFP zS%6%+EeBFqj=(7EJ8#Ci5L*@hywcaARI0NwfKP!sTAkdljIHA`RJhfQNol$I#z<%P zinOG0j-OSHYO*7sy!F8d(NK)xPR~1kUTj=!ObCJw@LhrjI@$i{rul)Pl?-lMv(i}@ zV^j$x8rpG}q&$2{hpR;#^pxAhlQJ!`uUK?z8dtO!F_G+uWKOnd?4e~65q!Y${ErWZ z{2>e2ZlpcZ84PTL5v|E7^Yv7Au4h`A$b2#$?5w9?!Ed9fQ6dqqDNPU!kvQK)^~h?G&S08(}@mMB%;>8fpy_~f%?Y9qz=de#W=bry$7Y2YCB}w_6KDcN= z;uOowb1SH-&Haysq{4SF&&k@WsE@n9M{Ck75ksNHNM+IY$4X~?txJOO6_hgVAH!Sx zAupk_E%hZHk&OgDF0ty-PDl>qlOTdHAR4TJOuWe(eXP^1>WzGBFXal#7CHqe-zi3pE z2lbWNJsj(^|FL=mBut+o?^LOx&|wxM4(oaj)TwLlgfpFLT@=%HJF7&*S(hvZ2XQ}Gh|LmV{C$E(JT zjc2_F%87<{0BYZDP3Oc%LnrzOoo+{|HAIk~AFJEqXWFxt=ZLnGqy3JD;O9RWK*p zPf|&6^L9Poen@&2HqG4wD(1E}zMpc$+|PK7IknnXpRn|H0T1$YcTtJXrcHP?Z{~V; z|K4)^{_K?q(^;7Q&*JZ(@^w8)Wdvy+ zsn^z!OzbL*Na9tT2+R!%nInx#mQh?4C5J=c z?Rb)Fnxq6SCmD_PB_%0|%~FQ78+TR3-spT|nI=E$8>`?isc}!f=$44(A5zi8z8G?# zLntSF`7G)*CiUuV%wAfC{xeH;fE|~wfb)#P_sTTe@F7f;qnJPeXzOqzIh@C_hx;WF>=GE{48w@+j&C^J?(z113Atlo=8FqGLQg@~URaO^IdMRPb z&kw`|1{SBvF=K|y=2BxS{YbYmVqtoFqhnW5{UO+O+Z&%{+<4XtS52jvk^|bY~Ntt_%><+Z~VA7D}n_Uog_aRH&i8TSNx~W`S(`D0xqze6XW8|qr;aXg0u-I< zXndz?mIYA~_>K=Wd^}XQu1(QtAHdqXcQOQFj5zeP`{&d0Hw*W2E@n%mU8P@0;g`ukj1;XTZ^OF@CB*&R(DU*I+mGNcha=aL1g-$ zN@=1ms5t+s2}!flr3KV?34o++eXTZ9QBQYdxVvp-iBE>Lf=T*#wKP-jIQ-Om5m!6- z^nK0Pk>Kf2b$60*CG}z4j_Kyke`qWpJpL{oV+`2GFFQYYlyvB<6>z_ zc|vM36e)b0Q8szckF9QI*373dz5~V_rn?zEL2$Wh>r^yU+EQrr(iyWFz8BbL;$N@1 z-hLTcGQ<2@zN8@RNqu{;MQ^{aSiaNis;bkG2}ozVdyCJ}>#itTcDvUn(&>T|d21^v zh=3HN!-#A0*5H8nY~#>6l(~)SiP#@9<{K1pjkz$YYrvX7&vUih75dZ2QzF4A#bCKJ^qG2n_%bis^L%SUEY zV#}=7bx&>^Ap*Zj%tl7c1Q^aePN-aq^=UtgO;8jNjhc(c#OgIa5OBZ60d86UM}LgX zi*f%*v36a1_zdyAp`md$-m^P6rL27T$5+3RDk=cD9*9`k?W(JfI>^-i@j#x2rD770+inPgJqz*N=V_=GTZZ zgBUez&OY0r61*kjY^@mTF_$-W&`!^{%Z_^z8gcw=C-%S)Xt*!W%X*3bM7NSCB#>`; zr&9@mcjLDo1#L zDP-L<)XjVeO%vD_h?+>dfuU9GQwr;szR1;GMKYs_W?_E$*A}N^{PEnod3j6ysr}E- zcp!Ck%$0n)ZZGAo7n>2V4a2b*-1URYTgaz;%HC0ZWBX|CU7*9HBaiign(aR{q2U9DQ1dQrfqve=kKD_KeIF zCw)>LupFrv2*Hk;x81G-BdyN*|qf08)w1*hHbNK#r{ z<6X7q%U{IlI@rXZRoia@7Wgkls+}*6?9>tHwp?2=|5~5_te92u2eYHH&8)>J2t4Pe zq{;;8^nBGfQ^AM;AtCW`OW6iD7aQnPW$fL?YdP9R+ur|f9$1Az!x?nDt$Ai%`H<5@ zmse%lPsAG(6y9nIk4iJ6^fCESEbL*`CbT&C)YqvJ1p4**q^~Ugm9uXsLl-~q?GG7o z7x2Cnc9aRd;jDOFXm-VE%?#rVruk2l6riHy2)W=7fwK}Df$&Z{>02J=_SwR3sBI*S zU&-2#&r#%C=zJn8EfYbguKoUucVZ_;l4_IsDHHGOZ7^(Ic^|yUxnx{VlP$Nmh9zI% z=-;EL%}?OdPU7|Rd5fY}sC>zYD-;%fk5oRncn%1@wQvDQZ`s$*)<2|R^%HzNh&rR; zFt9g_N}>5n5{eZE<&E_9>Oy-fAHoRa{3cs+yt=CuH0mct62cf_$P`&6z95tr49rrV z?aW%1oMELhO6%C9#Mf6)`C1*}(va2V*l6}r?5Xf%MkE#6+z;;Z^1LsP#^T0;izYkv zkceY{uc4D5qPFuM3@t5}d|s>hvIZ>e&6p8gU-~D@6QW;+y%cA2tjS6AqfXv-~yx}?+%`E_B+y4 zEp}W+ydT5I99qXRNHOy5Pd@3~YfLrVJNl+I&feszK%kv2G0}AyhG+C%DV*rrXIKGb zdt23o5ezxXGfT@%McMif(E@?rAi#qxeIrP^jfVb1BOz}~Lh-m|pwRT@ENy__eG+^@yS~Dj{(~gwe{>9=ue@)tJbcEoP^3XsM#%gePPn_XPYHvbQW}-| z^9vczWY%X5#bLOl(#Qn+FXx7kHFtBSIzJ%d$UJ=A6|zO$c`v2BV(%)vJKb~mGfR-% z?9cdeVe0HMh(&>g|7~!6y$kV7uMRAM~9b!u58&NkE-aY^@1fkT+&!F~Cr{UP;G{ICe6jzwfo$W|;ARAf0`~uOatGjrL z7$7N zsch(HPE-9e;`1N0fOCT*0!8=}o!|sU2~>BMMX_Qbrtxi$X_VwFyL@Af@PPQ6uBl?* ziPp!4svD%RQyli=#elk2Kh-&xpw2;Cg!El^t%D^J$CJz?I%I(vo5R0BXysmD-!`F3 zj;9{z*>y(=POR^#c3ZRxyl8V3PDUWFVScqLlP5UrNF`(6jopkaEn*8tHvjB$F{$K} zPv`Ad6BKsY_Y+qKzpY~O_Sev}KNwZ038Z5WPpmRY&7nyU$2?@Yx!?q!8RyrXVmo2{ zM}nEm&M-6pr%F8CC4ps{nAhmXd(Ga;t){fo-^)Qc6>PxdMo!s$*5+he$K($SfIZz2 zUae}VHml%l_MlYMV}AQ@-LR7Z4bFAn?j+t;cFFNKF<8rdX3HmoQpeUzWYHN2;V-jXrjzK*6}RUSb&tAG#uMs zKW+EG{pMYB1_7ZK7`l%gy0yOL@@{1MQ@le}vh%9D!IckuOSH+r%MI>hevL#H3}02` zo$MuntuxTrKR|9brXfzRrfw^TyAug+jcDEdCxZVM>Gl8vZsjP}Yv%Mk?i)!*!0_tL zT8a#-wVXw(%D1gcvWVu{F=FIU`f$;ugjj+`Hp&}uoHu>qhlo=uk#pilW%@94=F=Db zYYvRscaN)Gh50=QA;b43gZ>5X|0F%pkADgjqC+fB7a(rHahKA0e-f8%nRyGz=ld*F z&Q{m8_cpKGI*FQXDaiOGEPG6GPyD}8@4v_X!V_(%Hbb&si>j$Unx@;)D~xia8%fEx zi!&W$5{tt*`zCNbCeW?+ zo;k_1@EF(FWZ2q}G_85c*>9#bIA40%FkXe6eRnJ`vNT!P-9`7!&h5{+OCb~MMguG@ zmXCKafPywX%3*Ujqb~Tbr5F?e%^KXBY#=Cfkst4qem(*A564!Nxcx+KC5UD-$KCFLB7rnhbV6@`=Vd76{a|tbg zni{f$$*2V&wK@mYhR{W3vjrIShz+7lKuO9ItjTyyd6|~DujB)Dy%MZ`b%s?O(ikkp zL*K9d8-^b}fG_4&32B??&r&kyP`v27@rbX3J*7vjb+jbK&{cT0PA1v0v0GAtXRb7x z66@XUcG?&}sPh(fQt*AYN>dP9!rW&l>;Gg$wez*meM{jopks9&gY!#S{+rucoxsLK zZ0Nq8$q&FjEnMzVjrZ~@Io0Z|vVMNTYxhcz%l4V+K>CA!eGidN4qCFR6HkVAv{#{e z)NOy18SGZ8~Wpo(^DiObC`QEQvX{Nn9NdC`UfOXm;JvkJ zO)%gzD7Rpghl|$jq2e}E{InQ5`}@b8#L0zrz{6wPc^tC4-%uN^b#t-ax=itl@p{0L zzFG0j&UZ}CcmAgp_y=RGiouwZ4%d^}PwJY|gadQ0hFUA)F|HTo6~$ph7K=Nz)tB#o zDtY@-R7ss2Ct6(nv}p64EFVLxXfH zASK;7V3C59bVx{d3=A z*Z;M^;wqSh5k&v`?J0fMOCc3%Ooh^NHPl^HzLd1;_bpk`<&t8w?&b<$wgi`<_SnW3 zGWSATJv#71=zNC0*$JRA_yeXm1&SLF$cI2p=D-P14)UQ9iDPoyTl8_24=+lF7)cylVv;<8;d_B>kYNL6{Y|4125g&ceb$-1j9{na;yk? z#;LPKnUQ>(rfK{IW1k07UlDPr3v})W^~#iC;xNzl?RXZS7DpZ zVzz&d)18vVFWQFg>yD5BrJ*G)>qt7Ms4PNUJDs9}cN`ScP&RaZe`TIH^F8z_>#OZ< z!{83+nTeVhI=p?gLf>`!e-U_qy~{8)FjhxjSiJ(>K-%bZ3>t9iiZT}Ur`mqBupr&s zK4rjp?${8q_pb*aw&Z?x8@-+{dJ&hGX1~Ypf?EBv(WC}rmBvZQPd&m<9|@7%NcMV^ zD(p0{$qq313){T5{mwh#AsQc`hYrtJ{O6}KlbsdW5bL)d9Y+~{QbkW293KA5nffQ7 z0k5R;V~s&2^Y|&i*vyaWZuZ5v*{f4HUWF;+B@>ntJ0E(;PG!?|e9OCc|10n1IGYYx zWrJppkdm+6s|Y`L8$wYVEB$dm{6Y!ZS0VD}ONaN**4+k2qIV}>Lv;`ggqg9`o^qh7 zF&p-Mn>@V+cWSP03JsL#siFN+chS@boe0zyyk-3-Jo(RuKLi-t9G$o>=_?*~iym*1 z`~`J24`Rq{csEW%(Z?Y~?+^!UVLjB$m4O4i=H?Gjf|ZXIj$1Se=^i`P;WkK~BV)>^ z|7^cBy`-2H_d33Kgh1_ia;Ic=)!laQD$CU~vPlZYwRT?+x*wZaXAC?}n&~su?=D0= zw%d&>IZs~nwq46h&V-FAT3+%-bljz0}$7xY{*7ffD@u6|V>zMsv5 zl;r6p7FN$Acyda)g|K8ZA5xbKOBtMge6s%*P54g9-6iVubml)h;Lo1y@eHgnlVUpL zE)AEV-`EI(;=mTkGu5=@t+!CZ)Ygv&WtI)T_p|2X)g{i)Z?wqgip~mT_zO~?;re0S zTe!M4GiWLJOryTx!Jnr(H5i*r*X-4-*eBV4nV-K5V6-dh3A@qI%Ehl~9wc2( z5^I_FpR8Eex1T_%{p;seA5uHG@$(c&|8Xq-Ly#H_F8fC3oC4S&+BEuTarwHf?_ZQk z9Cjm(=Y!VLc&f4&jLEqWIjiuq^wZE09?tVU!ofEl+^tjl{q4DPv43JT4@sIIyW2`4 zt)g`dxoGt;lko}8yo`a9AI8J-t^1t^;R++Py9ph?bm+KhPLxH#rM8B(g1eL#0n552N~ zKpp52ET;P-#!2q4Mj0uOW9?`Uyw}@eDpsRYjLAZ@L?VK9l`Gw>vMcoP-@+8o0{ss zwG}-_O)ZDs=~5x1Saqn|d?SWDR}Q)8D{5Icp3$v`5AKWUM{x2--4l(v^5-gy(S3ds zAGit)X+0)+O`CVIuG+P}mm|a{y@C1>uBcFvC6K=P!f1QntfiD6%7rU%R(IlB8GKZY zp#1Z_{_{!_&30LyYEthfD)5SOxp@5ZgIPzqg!`->87ad>iRT&jQD;ih7U8!##3U_t zBF7X`dO#qP4xc5s5+U!sUdK-UQ~b|`-M}{&<{=#~B>mK}#g|t3TKJnrVOYL_mD1x6 zpLBxq!>4{_4|>K#ee_uous@zc%Z1b~Pn@5P&wR%k*Lh;NknOM>Xl>m%{pTD1`xS9V ztkd`xQp8}ZIQffTe6f|D^PjTRF8kNu7|5rx7gyQI2gE&Z-mW`VO0z#ZO0!>c)v4Tl zv5_~@)*Ea{nE4JDS@xC6+Z1HqsT643NCdphU?4?0cG()BB6qT{D@go5NQg3hX61Sb%`=q3SO}IjA997eApUi)jI5hX* zK#RoJY1s8cm^M_JZvFG~Up6jIm&=*+2uv7I%Z5qpex6FiDj;Ua@}rCR z{mu0tF}b2scr-MAel&!8&eq+Xp4HYuD(50sMRYb+>oh!JwaejH*ZOy_eF19fkk8vuDpPe6$E(O4Eg&fVCAhIQ;S@ayXvM~E%Q9s#Dw zqxz#C)^|Ps8y2Ku_#GgQnlW=l9XfXH7_KSWY#h;sO+X?Ie#nNu(WmJ6D4P-a>EQw_ zlHALZDhQ%W7?MNbW69>-LK4ptClJ+vkVro18+kQbh9;`0fkshlb@S$Q&MYj8`5a0K zwhVIKp`?&NI2qhdKAnAdC#3rd&1}CMCvvCl*ikTB!o_EDFPY>rmcrjD{SM|WC8MES z^_{*jA0E;DuXr0ru7PE;Q)iP$v)zw>PF!6F0WV>&`hx<`T9i5Ggv+?K{g_3T$k@2S zU-){l#5BH*@RT}q-U^$B+5|9*kcRy%(XrBPC3iQA+tBH~?_!jPD`Y++(rF$uR_P_P z*V$LtkX52&?$g;@QCa0CwI80eznNbCmS8isQ|5>&@;S(xTQB<=nk9OWBV@QMF*&HN-u|vC~7Af&({|62B=}+Il{{bGG2PPT@vQamV8*AwV_44 zd^m2KGS}zw$3nBo`{nc9Kky`xv^Jem`Yv{B;N?<233@ent`||uC}psn1*-1YiG!Kw zBJ1ZPu}x^}_N~GY2E+;f9xmExao!0a(5zdvtLjCT9>-Y&OZj4dX+;|Zu~Qp}v7rKc z(6G6b{Bpt!?u}NC3h~~n1?Y6PY>G76m|AmNyz{4Ks@HK}$^3V`)?;_h0GZcYuXNVG z*l3Z1t7^|~i!Qaa;AWgsVP59#%z^ZvFvM96BG~b#2!H1Zr5?%m!%R+Z=E9my_(l9` zLxXrNh$09ZmHwyLUd)AEnnAE~$e@DYG!!vyyUC)VGI|2Zrts0bodP(6$D#J4(?*!| zMl$t6Fzt|QJrdO>eEdRmndH@SoNZ`hq)!b<9Rlt{Y$m%Qb!)nkkS zD9Rk}a|ATKf__qTtA=P*xmI$I1@d$>;sU*nydJA2S=q2N@N)OFV^8Xhhcr*|v9O4+ zi6tLl-2BGt&ugYRTx+G}s*mI?5TLzD`^rd#UPf8%xwv?#??a1SCxqwe#`Jq!82qfq z>F4>{*NOd+tkgQO>>T9ed3w zbLdNmAHSSz&DYr;%Qs_*r{JB$yD>cv*TXOC+u{=}af~ZicmMq743pQG+3SpI@HvK` z<-=lhctSG*S~REmg?m~HLhW2RchURQ3#(S-RA!Znl{t$b$aVy`!*ec2b~%va8BQ(8 zMRS<>KoT^yg{S^u?!Q0&zrTq19ele$F@E)%Bf}*=K?U>Fi*oB;+l7Np5TOhNPwk$1 zhv>^vH!?oh0NbXsUe2grM#|WnnXC@%u?#A(hU*Hxctc@BUQxXzjOE}jpB{W88bwTc zj24^-t{XI;V=?Pf_#rciD?NA|k9D~@(UAeL(=Co!;n$`I(-GZWDEj1gxOq{yw_YRI zH4Y({53vzD*>h8%dM;GxZOZ(^-yXofzJW3!*15*)Pxu>Vt+-bks29qFg-in>(5I;Tcp z9d067FViS9CYP`Mbu(efV##2zgijk{-OYBvM2R3|QF%&FeDs+m6p55-I6{vkuJ_z< z8*}**B4^{u=vJNWUL?$cI-hWmcGn%nbVWLAnz}-ue=d_aF-}!;il*GI<~Lm-v{unA zFLj>K)p6_9r~YzvR_F%@g(nGBrL#3MQC%D1AwDs31tmogouWO+c}~3{UEyuN3_>jc zX(n0|<5!h2O(&#eX#REsiDvW51_gB)bjya>;G*F2gt+;EPAvg)WA4=xnBo6%%KS3!*#&YkDcl?}gP>r; zp<>nas3#}(tD9mLBG+Ui+eD++BRL3MkspCtxSIj7jOkNdTR&o`L-P*fE*=;MNgH2o z^hr#R5e0Dc>+bt;BA%6RCaP3Gwj%#%wPV)$uM!E5{bCos^#3X#|5r+Uec7)R73iov z1N$RFId!@TmPlFA#X!0=^>B7UDW|MA`Yv)V8dS0`bul5OR3F>z3ndVS4pi0JmSP8f z6*^gM)jkpQ4j^e}9zc`|-m!@ZJ#Cmx638jk@HyX+4s>>Ij4|+lcpR=<v|TX!!{zCGKzcGdpk3?eXjGY&+ozzn&zauFJS~^+2~mkeP_TrhMfJ z)+}8rjxeJs$VT2hT`SUs4OV5no|V%7>$C2>#nq%?@c!rqjWRpdO|cY)dUi1Z4|a?6 zo_n^gHV*}Z^a2}^pW-2_0VNS)8)Bh{tK*fBARjG`$#)RZl_>;5K3Q0RWsBEpxEKU@lULg?>q%tB6WLc*v$lBudo{mY68dkx(m}47a(z;;<6FT5jsd(c)rP;TBzt_y zoKz2kp!oMp(ECt1RFEV-q2I))0z<)wd&J~GJg1{Nau&q&-XXXM%v_!o`GzAdsN~jk zhrhX>-5Os!l>l3w(AVjRIs(eFb2W|iFJITsl6AVUQnU5L17Gn^_u5kqYs*G#3uBFC(^r+2OvgAuYrid+^ajzP<;(k}_j1#{1y->2*qa zkjefw5k%g##t7L?3iqjBXO3nnHto810`jC6Vhnx4lZ0Hap@v4_yT%|P5AU4EyjNVO z!jhrFYNW8Xu_Y%fF_B`l%0B(L0DX_wqW?LF-XqCsNBEDzYz-T1K_GTSTpX!g|MRNB z!NDn3hDKI>2B+~#Yd@=w_V&+GpUAN5uX-pD{o~ttVxrD@m?x82B*(q+U1Li~!gcIP zw%rQ!y+6v#`HMw)52SoaR5F0U+e-+%^&Yr*(Nm=^EP?b>erF`zE6Pu`Co(7Hca);{njIQeb1^3c5RXvk~osStwPx`7w zEtTg%3ND0EDVYr%x{yBgwNH!vl97BoU%zKKt@O8eXf&DjXFSudgJeUvT!I-}cx)#p zYz|loViFQqOn-8rp%rrSeZzvP<&dSPc{9A%sMtpQyNnZD16Mugl<8axJXFuR ztulvKG&?3^3ZwH?VuG`LuKRn?y?N*da$dD--FEy=azVEE$6T@}g?mJT{7xXXt&=$` zkye_*{y9w!;~Tnnk?}WPXla?}ec(tYc;h2aXpY)TLAQVZaLW_~ft7llIN($Y1vB!j zO!PJQUA^ka3GebSB}#gn021B2K#mwUD0`{Kte{42jLU(oe)UkA+PnNRa`wT}QYY-w z$l3Gc@rmM>5;XRmJryn>;>`S6G>W74bTw}mRG4dvd|go6NsqOH2G>bNYM0fF%*@f8 zFUrnNlPG|k!jGn)hJ$p!w$!Vxq_~V(a68P)kn+9Jny#TJw5f6w#7)wz&>e(>1V5L& zV8+F`ZsgiqgKtnVo)Y=U%=LQ;;sXf8Kabnx>GKQ1?66zP=-z$$Ee}V%)+7`lX6Jjo z%_>O6G`^wO^*M4Gx(gBAYyIvxHTv*f(Q(A}?SmTg&3L$TQi)x}QR0(x%r(nu#LG zjbij10?#kDpkZBH2aK7FLa|Xon^h8O5u1>0X8lKaA@O$!p(k|#irCvki%4SC2yJa#Bo*C=d1+uXpRy|S`WIUZe@jrTP+|88DNxTuq= zDo@|)YF^P75<{<&`OkfbQ=wgu^D7G?8b6Jxkp6b2AC8@;ucsWmoj*UaW|jWdu5#D4 zQd$*nY|WgSY$7^>*#h~K$Q3ENJ3h5VFy(WGH_*!cBu10IASOCvx-2I9uC*bD6^z1m zKro`8207+e7vrY$iNy7y-eaNfV}?HQjpg&ful`h)gL~dbNGARXyLT$&k)49JIgaXr zZARSw+Vyxz>4I}1kLM>Gf8JqhP({^tcq%l=Kp-W^=Ok)<&)-I*1&X0hM-cM>=?7Zk zLP#e21QLux1-{XnOrVCW5(FGy8->b6`n+O~zi}Chciji>vO#85RlE`T(&n)ityXq$ zyco28e`^ZSZE^9YuvgbE}RU1itoXVHP>hFh!<8^x;h}ig(+@ zP%0om_{B^Vs@?#4aX=jEFPIATbb64Z6%3yM*`hC(d=$=>2eQJ1_j@I{&3kDEzHx(a zN%zg_r8lsFDH4Usk~5LM=BElokC{(SPNW=L;q97Ll3zQIDBmd7dr?l({Ry-BZeqpp zLvj=DZklr@x&R<8PJ8p%XOdp^^VY9kVQazg^SM}?Su90?^&9s57BkDfPW}&|JwDQB z*^ovB&4d@^b>X`3WyNRTByFQwRe4Ij)1OG6^^@=EfFNPQU;5Iv1J{S6}5zYVwxr%8m?;jOaOja#|Z^ zFXZ=iX2ZtD_RFZ^vmV1D$li}PWWj<_zouMY(70p}Pjzm$hkb{=en@F2wiCxp zAXD;Pq{1xFcEXrXq&cOQtf)NKAN2{aDBSJUf0f4mEtu-dB(uztdpw^ti>AJ_x>|>r z;Oivxzz?=?QqzX zkFNX$t#g9BV?uag=Ke{)W5TI`)%TIh=t;hlEGJL>kX)0Vs(nP}+AsHlVB2UL!_$h6 z&BrdML6xDKrH&^HG1u$O;24_1T>!c;!xN%8p^13~pweH(e>$~O2nzW7d@U}_^5_gwEP;6S>mMw@5D-bQD5&IyMpf*x-z z2v?cXeaG3gT}4erh-QscZB@R`D|z#gIukf_dt99=k5Ve^)t8c&%f}%GX|dcJs;!}v zRukX2$(HZvA@4w_1-TTSag(ML&SvxHI7bilejqHf6C{l?zzN-J7nx)Yqc=6YLDXgkD2*zo#dAf5 z9xIs*!b-J;D?ow#{0>i4%jbB;Kenwfm~v%P>DE2A00E6`40w8PPF6BYB$LuTg|R^C z9301lv%`&BY#hX4Ezz?tlg%GFJ;=nR6l|Xh6Wd(wb<*_E&tIWNANz0k$ZnmR!umiM z?}i4kK7Dt&`KwrDsl$S7jXK_-&};x5ZtWuWpLpC?TpQ>LogUk`fb(gmR>|C)^lU6) zwHqpA%8`%~x|h-r$S`d&EIVxzhgIPuLx=)^a&B^A`t%xu|3LbxhST3o|?tWvMaf8&O)Ha%{OxU)|4 zwZ`U&wv(t?gYOkT{f~+3S@e}0GT`?5aRki%Ompc8Z-)_xA6ID`d`_!x!fX%-3BR@r z8coOcOq1!)WRdXPk0OSIi+s*cDfP8FJDT&0+i`qUT_26;hqJ8J=pZBGrF<>PpYcTam$vlKfM-x%-ew98+1~?j)_R`0h=jf>WvU zvm*hQD=TK_PxUN@));GywT2!P^Go(K=`AcrAG>bcg&KsWdk;oU$KOsBN{o#P2?^mI z;tiD1{KUf^uZ(Z)z9qtn)14}x_@pn@WkKx%b+&btHK#S=2JwcBb4BxjqL4x-lcOX# zr=F00#{mcmzop5L>j-~k0f;}#!D6XsY=4oV*l4A-u9|V^pgHIXen}p*L&1mV!JPHW zG7c)`b6+X{dneMTh$rFjL*6AMhlkKfGb~Q)Q$d8fWzR{EzL-#W`v;6C#Lk7dsM*A1 z@Dy>bT<5)KOW8yNB&ZqK2xP{UKM;E4(A26{#EhBZeW-1eWjb*3UCYZU<^l3)b4Oau z;1dC{Yy+lbx3ps~(YdZ(D_4g%U$14P9Pp0l5w1El&+(et>~TU*f|nC1Gt(LpZ0kvX zwbag%E`{lVQnI@wh91?B&PsF$D)3;4UhGNI-Q`|Kc-S(;>wn#M{b{3JW%m`C>*v9g zX!lmdo8>RvmRAADMe&D$j&(QGjQ!GVH*C$Q??}j^U-t2&D-hhuz!j66_>>^zf{i-Y zW7awRV7z0cI&E&VIFhTLhZ)Wo8T$oby97R*K{TMAreJg>W$hf@`kV!@xX+F6uD6xn zQq3Pphp6?@+r;hH*iMPYalL#CA=GsqDKg{)?W07Ue=>UCbrAryP}g7LwVg8829U8% z&KfuW`ytTWjrQ%56<_JqUp3hE<*C{u-r=*QR*$XXFD396z9T4CFfdi@!U~rVJ`ifH z3ud`vUhQdVCMR{I5z$YN9P4}79V#|+ZI$!h6sMs~;|PgdUpyiJVI*BOmYDYv6TW7z zE+Skg6tLVQp%~r8QPaI6Y2sAxFjj6M6_Z+XZKXm}-TibWiy>ZMES?*7axh}p^@)E{ zOPyNj+0oe)8pU7Spr($yJFIIPot5mtGJ97lyj_n#4##_bY-5Y$4y4XPTw6kOMMM?P$@fsM-+w}vc73NOwQ&~>ZB1qn_dE&2P7-F1-r`~bj|nOrQ9 zqf3q=LbYlHxP7LCKkipW%?^9-#AbBjpGVJ1_Z2jElPr}`4fFMB0Ga+n%vsSt@u$^ctOI|Rk-4(JvS|6pmOr|GJ`@UmP=K|yWL{3?O_7o8FE z5Y#IIAM@LQAF$j!c07{nJ9;f-p%y|g8&JV*+8XWZ|D_0GseJjU)n0m~Tczs@dwP&czYJ30 zp57~)vgd`1C{GYX9_(XFkeTQ@>Hc!b!ue_0R|$WzJ4aodh!8DkM+5`@+WXvMFnd?d z!lf_-oz-u|#URmbHqa$k<@#>~?O$?qb|2<2^4{ex{Ctl2A$TcBEALD|W#UdkP}}L( zLHR2{o}U$|%8E96?GpL@c^AyRu4;{s$Kn}M6%*(dHfsEFcmngERaJbT0xs)XkC56X zi`{V!Km|cl(SK*v|FpXSn+jFVTVHvhD3IChcL{@>B>Q$3_I`@->nx~g;&%7+a8OI_ zU-QaNgOGd+R9!H(Kp<;eV?si1Lm-fFfU<%Fr4pLc1GNB!3Kcu=9( zH8(Co_Tk3N@Up(Q*th1}>5`Be`TO_J_E!kCT2yQ~+B_mJ(!)d}9``&+cXBiMy;!T< zGM`ndW2FxNu3%*{Wfdkfsp*&&YMS*jD0(}xZ%cM(aLb&bwQ8LQk}NoUkWp?QmzPqY1~%{&Mo`%02In4GXXEf#kClf5?R>{g_|;M)+Rl5K!Z?gd zDy9mnBkzm&u- zh>ka<$kifA&<91(z|Ct!xtG${ZUc&lqZiV$Ox6V05UQfg_GfY#Zi7ONG)CY)&A0`Qlob1J9N0 zWB-L&kqif0I|l69PfsmrTd+y=jM87Xuw18fQf_%Sj9=FwX4HTY$8T%UyVr=Tm?WqU z##!}7S#PP%fQtW#fd3;NH3x9UuoA9S&4m(PFdG74MKPUxK3-fMW`o>)`Mn+unz;oJ zs=pC+z9bgBIXqBq(b6oN@{<&W0Ba&`knqu5L-lABkZh!p z2c|LljL_pIYD_$tjBnp$4GfaK&=*H(Q_S9OwDDNEng;GIJ6JRqdORx9n$8CvP_*r8 zD5cPI+bXMBeVzq?eQ2&cBzrRUe-#GsZu2WKx~e+PUp$~*dJaqVbZ25-kemGHMhiv9 z&tQ*)=d3-lGw`Y=SIvB1cF|{Vx&$+^s;lbo-F1cULBxok=Odx#!yMw+a*RQ+4fk0a z9(lbL(Q@)_}pyKdl-rNcwZdIaSzS*b;D>eCO0@oG+BWZpq;TdOjomvL3_`e6$C zoJqAJwr6dY3r^DmAOEWhxGh2Bb~*r`bu?{5pUf1?QaC9 zv5ZzLN+*{hQ735ehA6xCqf=))-n#$%7J%os6l>Z`Rg5n8C6CR77M1%vexJT&X=y1- zb8q#ScG>F=0NaeCDAWlq9Tj+NwV8YMjX_CRu>K8NhFdFJ#i&AQT@*kJQf~yIsPh14 zS(fFg@=nETtSbr7zl_{W2<(^!j7V8Q#k(t;>edvmob^g*(*ZIT3n^(yb?(3AR&!v# zPnIZe@`7zpOnqV?A=4Kh@|}vw0MPuLn>`qaokj>E z)9`5NW&09h@r1X1ckFm}jKSt~0QLGhkSly`)*gJV_ddI36R~RP-xq}dPKiFA;Ob8X zDU6{jH$MRU5M8KWBU?=W_`nnJ#7}1f>gFQ_x+Ge0s;)&W)i{aC$s8h{hf%X?cqTb-7wwT#cvi;VzF*Rb5X-Xf{SbqokHBl>}EZ8n%#tg`4MRB9v?ql&1)7_;xhogHd)e zTfpKTy2XaQ!`N$i+(IU>aN8s`&m z&`u`}uYFvWh4xt#=};7IS2c5Nu31n9aYytQCh zq>b?Lrn&OWR(3_FmY`K)2}W_Oa6I#;^2kOq zR<5ozT|K3d1$}~USPZDklA0NV^URS1E7!^(Y^%S!QW~));wl*SVjt6Q^gb;;DrjTa z>cVSDi6P9lY&R|}AB*VUdD21QR#rj&X_TY(!8^uY98H~Ew>2|}?3}!na~R971E!D< zVo-mg0v{Q#aWNvLyujH)+YRB_Adxs$`Iy99%qt4BkCIpiDdXG1sBNvv1^JIa*&*99 z$`3A_08(q^DOXO$p6V?Uj;N1!$fe$Vb2NcJR?JdNq8(<}e+dM)%&BYM)>(=x9~)h; zIKAu7t&#`_C__<)FhsN%@ors@z4J;x!@T<eDcQ3}G4iUjlNkdNBBIrYUCskp1CIvR zMR561-E~5ixHUirZjQCir?!rmbQno)t;C*Ni=vL_-hG(4|KAw&|Md!Sfh#T;EZ4v5 z0`G_D6$RAJ*2Rx-KTll2?(ixs1@0?WEhFW9go)%%_9a9GC&SgpIAq#{L{1FSLSmQW zU}UtkX5iq^V+9*B>>4lqOisPNgk`{2pH;CC_kbB(!S@oQ>rO{$KSj^je&wXL?JvHn z^Eh~$oEP-2Z`~lBUq}Lpb=&n$B%=a1ih?IuRBy(lk21~)TT}m~x~B3Fd67%74^$!8 zKq+HBB_bC7SeXa!%W@O`4hLK=CJDUciyVcqhrI5?7Txo{iZ~~3S6{V&{ z)uZps{nMc_E#u{%Htd+KuR%6;sAYzW&vH$7!?K==K(;27RpVdN>+LG7;B~+}tBHJE zBZ+)GlL8Rg`^*NKSN&Y4yhoNXs zQ5I3cFLq5mS97x7FrlN$`vkzx6+kE4j=1!dA%y48qQRJsV-T!fQ;SaJ8|_{`#_J@U zmG`P{sjPEgX!d*kDt^hpc|!6hUoJqdA-&Bk)>sV4!wL)%Gx)I6dz zsK7)lGRfV^_w@6-mBJ^N-6fn(noNI+f6B{PO-$AFLZoK<`z<>4JiE#L8FD1$Kj^hu zyl;h!ylh?%5LS;ed)!?EVeV&l^=q03%Ck&x5r(BoJ{l7h`O!NCl|xxtBbrRQ{WUz1 z<-?@2yNn&tC%0N)R(|tPKD8hp52*}0rHI>!FFz9Yp4=Na;ZsP(feE=~qvTz2Pk@JY zVZ;!6hnORG?&`JMclEj2%a;{7zX6?X8$nlHT`l!s3RD2`*=WX>zu4hMA)B?Yj?5;i z>>o%xhB2q@eFGkxbho;WU4NnZHqxO$ph`|uA%TV}o&LV2pVGwC6vDGN4)5~Jeicu2 z)IwtT{w6VBpA7j5g>42mfE1tA@3HF;?dqKnp2B|6my~#U{%yp<3rQ73+UG)2$VY-O zFf*}&?)j*$>Qfl%@GsQ)Q{uPzzL$M{MRUVrR#wh&ogfIRv!L|`Gltj=OkJP5LITx7 z#ZbpG>MV)q`N(!?m^`6)8maULzm^s8ss#71@G4*uY*}#lAV|4$3}&sFP-vNn`~}7C z?k;UBUqPyI^;%(#d;(=QwFP$nRbsiifW>Pid}4>cjO8Q)&$%aY#77J~3kD1Ig&f)z zEcby~VH~Q{gMWxb0amS0p?3 zVEElK$I`th<^g-tx*a$Af)_6!R+_pKaee5mi%v3|UY~qQ-=GmO_LE>m!l}@9M}eot zc3dy9oa$RlVB262Oui+q=THK-suInxQN72eWuz+d3TcPKF+;Y-vHndmGVeQa1rIx1 z$R%Cs(|ptm#c;C}Zw)@1iTix-Ilem{j+%|5EWjM4-Hq4V=EahQf@>H~U|a^1d?fY( zH_(qeV+#*wgE{$Zs5eF5F?Pgu$NY?YEFBcYvgwtDnDXGz>no9##q9sk_w1q|7Ep_- zZPT7lWW2fEo|FHL)BiJce}6AKuIudm;q+}_(@7A2`IX34Z>>FBWCM@DweDkRGo$$~ zPF1O8V2yyz#8^d|pQH?HA(92_8^XOV%6jZt=K3b)9ktGZ~4&Y&SPB{lnLs z_5$_*R=(TzCg0!VTslK$-z-q0KuZe|9P-CV(+)59V!9k>giwjV&u5CaVmS0!q^aCZ zehGeKqIR41i`8fwR5w)U0uu<+F?wZaa{#^ruy&8ySi!rLGa63sO7lokXFOv5#`+_^ z`5VV?&-gB+Av)e>W7{!2<48!+LDWO1wjh5#R)Q%gEBQoXC;T*bcTc1Lg>0n9a9Bll zP?zRHQ=m77Pk36LYSk>C{RmV^xZo$TYm$U9p4@v`5-lKzs-%=~RHpAKFyd8MefL{Y z{4vAP-qW+#I0ht1v0pQ>p_kot^$?I);)}jC#{hWjk3MN?c3?GlUv7gGT&pUthuT7ZttQ;$#G~zkT)xSOd z+w+vWp65Tt} z>4Dgsb^8%j$U}Z{9t8}Ki-VB`K%9xfD#&b#(^w;H#!S#o?n6$gaf;7rj>?o- zqP>(n&SQoo$-U3-C-p+iFh3VMW#gEX5Di>cEk~@cuV=%B!KDOAM3}m|PPsY0`UtRg zF|wXZ@zRj}4oUH`^=7SyH7u2?gkJqHDV*lqmqWoc2$Totkq1ol^@c%}9MNwJd^*T> zWZHESfsYhiZXmr==)SjD3YI;cFOxN4)9oCr_!k?h0js2x)v*dIwMYE}1L>9|g(_vQ ze_+>KgIu$;YeMX&4My~PMN zCW;U!maZ61ezIYJfo#;o)J*l+I_R&+%q>qWzt-!1TxYrKYM&x=$ALgd=M3$no*gI zKdqCU`XMU0>M5@QA>*r$H75~ZnNs1g2PIWYwA=6K)YFWc^O8AVwU#q@E{oBRAQ42^ znyIiUaIqM^rDQeCny>Q_Q@CftYSD)HFSYbPNL7KD=1TTApItqE%%SHEDP>b731yp% z?0JC%G5DNUT${el=29XhHt^ewkX393)=|_f}B}k1bprEj2wyg;rXR4=;}?P@@8f zyugeuJomY9QJ#D}(SQ|S;D!m3O2p#{X}$cLfi07`*4n4PG2gpf_qG>^A)Ec)rDxH| z;U0lucE%L@fLz<@J-Nn3;STi6U?Oy7(P~@MjaLL*Nw$GGWe>@uBc1N%CIAuoy`Z{j z8)!7LZD+&o^@#HY&VFF?cIsHTzUtv~}E9;v= z!Zjg^!(V{oKT95=EV=Y|?RuRMUQV!1BudTu(r&iNQa?FePQPmFd9bQ}YS%jgsA-;^ zSL0i3;?NI*Tn_W?%2`iB|I?ZNt6SZD4yqQ-LyBh@e)IU-1?a|-M))ef0~?=Tq-KNu z&+08n;D(GOVZ0(;$T}@@u|Kd2YA?hemoklNrpkUUWK1!EkKOzNP|~iad7dm>fM(Ef>+Y;jPZJldhllK?n0L_Tp)1($eX-Je>xzZlDCw(lg*y zrn6~GhtLM-EkTq|B%mrkGfU&dL3`_(_pUDqm&6WE;7 zzzP?gj7CKfJwp1i_McZm`ny3j$=KiWMNM|cJ!V>$){Nl!HkAaN!Ttq#HI565i(hgc zyKYW!Z#C7Ca+}Ch4J7`>@BqfFpV?eZJMSdGz^-pV-+B_wHPhKm;7aN5;xW@CXL&^v z0Dw;jw(D!bSFYkwJW)1qo53E1JLdrtu(lqDrhK~aYIb^vP0yv^@wQ<71fa`b zRQ{8<(sLYyZ6Xpxw^eFfHe{M)+xI#I zH{Um#DF1c@#c6LHOWx$4?@YF+F+oqf+F5GhyFT|T^HhJfYe%jJHlATOz&XqL&@P`9 zQ?uT8MF#Bf(uw1pIbbX8dZ?J)Nfjo2IT~7Z z>YW4aD%Z~IaDDXhyrf=OAOh76x29}`6HgD;$YD4`4NljS0m%XIerQLF(D!_J>u|Ep z^V8{KYb`#>KdW}GG7Z|luJkPFBH}DM`o_FmqPx0bvP|PgkqB6)&clq}NyP{1?J^@O zH{OhuGY4rzk2E`pX75VfLnQCdTmV}r*DS|_owc1K8Tej182GXM6gisMy8f;|{7mZn{U9mV88XX5X( zv$MMr^CG{2Phd_Pl5K#pZ9pKERFB1CE{Gk8kx!RLA&F# z8fMFeCHU8;D6W*>nDay*|mzN#p`5n1mm@$l9IerQ8WI!!HiN5 zb-B3rp>eAx;1I- z^h51;DHnVSe5~_o$f=4U(2K{t2kE zSFIO+ra-5it4P>&E2AWE1?csN|E8Iu|%=Hhjaruq?h)F4XRq z{XQQTGx?r%QccMBx9F)W?bTEP6z>|E0|^&^L7;+i2B5RZh@mynlX=4NjUJIBy>VyO zvP)4bq-MO_B64{(W#=I|-y5!*ghfgIA%dTjwW&q9v{!Zj)C|5GKJZ&n{r8OwL_5<5 z@;%d|Ma&N2+T;wE{Xn6v#u6R!J0}j_s>K#X$A??4#dOb@;z95LxbHH2SbTc4Wm{t- z%yQW$BHXFzgchHLfbYnQPskZsl-8Mp(5pLM@w;x%>znQH^j6&XLD ziv!KT#hMpXu;Suga|5mMaR>(YiRU+=%!}i>uzsN6_j!`c$Rd0$IujMaT-5LC^^ewB zP=D8rF$U+g;pj`NmHe5qEg+YKt3+-8fS~`{!ryOv#vr=p{{oD9e_^8Z{B7nvYG-pF z2o=*GG9|{QJC4}W&mL+i5fQa{`=Zh?@mX;KB4RO(+d_F|G2(&r>4%kisUg*814Gac z7i4FCw$QJ^T=gzj;xMAP75jblz?wTPJ7hPA>wGscOjP$9ox# zq^A4;9hBm@?}Lr#=`vlMs5g9BFQJBsipT-V#g_%t$B6;(fZGqr3om;q3&Bj5|ObXN2d4 zF_MomgQ8OY;*;P%cgH34TENN|V!yPH(?GCy9TG{aqA`eMw(S@NRU-8p7Vc@fSeq55 zWy_q?V+a_N`)BLJox+Xy>z{o9H?v?@v-UrZU8nZCo2wHy2li;hJ6zcb%634#G+)<- zPhQ@h2+#c`XlQa_6U#_gVS^mgSntd?fp^Y>?Mi;I?Imh8H1`&BT&$&KN69k8W1Hvs z?_~;Hva1)7j5u4c8Qn8TCc0RM5jg8TGEATH_*lJ6!nzq$pjzuG)*<#Nn9&SF2(Kfi zo;!;`N%p95EeI3N8o*J!e`#d{5ZeTdY<7VOqg`Mrkq#dGLbxkY!13)zW1GhhU7OWLfB58S5n0#Br21!X0BbGI3=E30FSiMRK~b(DC1tDKSAUp;WOngqI$hNeeKu=N z=wr=S3<5GL^Ft$vD~Z`ISd5B^=2<$ap_79HSfQMV^Zvsi*SWSZ7$t&*h03w}krc8X z7zffigi5}ETLV*1-WSTmnrB*%S4v5o0-fN~YE0odC?tV}7#2rMxp{>w;FkG6pZXJ8 z<$cG(^`sK%LvQnq;TN9?OsP4T$Jiqf9$6K8KV9(eRRr{xc<@;DX9V_rxRiIK4ss}< zS7N#t;J^BThXt1&Yh`H{oaV0OzI5YFJJk8fQ)4a|X;fw_#b8SuFqd08)!EkWd{ntm zj&?2_F5h1t9ngpb_KvaKtZ2{{i+qiZ~TU1;Wxarh6nDas*9;*Q8tw+H7w3(Vj9x*c} zWM2rNiPXy>&iJ7R6_Lt#g73+Ek;DuV6-!V4`G8%p&s%($C!&}Tb?3qJ-ui6+AA4UN z7IpUhKa3zKqBKa03P_5Sl7k8eNQiU`D&5_Ti6Eg!r-U?!fOIG&A|>73E#2Qcy6dhp z?6Q8I=l9R=VgJ}?9N_&v_r&X*d+s^smh9M?Ddfl5YrPoB=w-n$%JpFDf4y<1kmPFd zBixIfnQEBZ;M||CBG2Ci7u3a^V0Mkers>?MsjbC!s0qc5dv+QWQyL5`b!O@L>VLeR zT?13gHO1*7u?iDbF>Lv8r~Jujjf^?DoIB-5W4T9}_CPxMTYKql4kD|Dd5Ve|xZgX| zufk^n|BG>2R~je0O7w=_*TVE7-Pq6xz6egLU}1*tZYY`)h8+igqT6Qldl! zpmBr-YCE5dZt(dG_+hjm#qF zt0t2P^!tkPPf!c?tU~%6#wo!L>`B_@5zLdX6w_2YlhqUg5N@Ss<<*7T74vK4xl9HZ zK^=$6TW#SQHMPCud-w0ZNh=6Ysab{-QUXuc978q);$+hn*3gEw#3LxxiL%mVS`+@^ zB2M=j3Y}6PMK0u~Y!3xKh+37{_2rAVUn{YEVXx+oaaACd>hpEGR8|HLK?iWC;PTF8 z%eGr+v4fJYB}aaA(I`D%w7_oObZZ=hhB*Q~pbzdDYeig*DhR>f^`^%SfjS5Y&A<(w z&<1o-ZO{HtwpWwDRAr4Jo!(lDG( z#Ed~yRpFv~5hj&AP0wWXxR1bUM|5?{rZ%W5dH!@EL1;%Dv9D;E1AaYorGNk z@_Ij*xpCw=xaU-rT3&ah;F0XsQ_^QjD#)VFd0Hy}IdGR}HnQ}#0mYZC3%-+q% zLKjI2Ds%hU^85FgF~VH&+$?UzVTEUWfWA3Z3fe(d-Z`!q>Sk6`Io(uDRld`b4pMWX zEB^8C=rltJd+Vx6?m@Nk9zD|5O#}$>wj8ee#pFp`5*|IGSA!1QIUqXRZFfUXSy}m8 zTU+U-OX==hv7o0L;)noAm*jPj_hz#Mfg!1vPZlugSME*I~hJbyDcNY_375h zU-Pm*oJR-9jeSZd1QQBq7SXS!4iPWGcG~K%&V0n@(9Jn1Yit`^{a%D-w^eVbY}`juKDf@0KT5-s(B!5+wFqrin-+Q?QZvqBx59) z;}DbLKxddg@BsVyQ`_+fyU!q!H%;jUl_GlKoHpBw)!m*_zn;GWD+woFAlZu7?se^4 zn$xUNE0)^EI9XSI#pO&zhCE!Kc%}(+%x2uM@ZRR~B%)`j$#ex)Eazw2$ z2&l+$Kvq8<>>x5ob1o!pm!A@PRg}GA1`ge?wt*1goRs$!i%KFTQmtu3U*-1t;(LDw zODn5U&?`<9k;28&u3;CEx2*X>xTd~7P}f(WEm~wD`61@1ldeNWN$1V55uJ{djljkAicCXX!NdptwsiG45<>fOG!c8vHABdBY>1 zQ;%cr8o4?s%)FJ8k}8U*Dz|_t)Yxc%`iytrxFPylYeYC=!}09?TCBdJAPz6q$zN+D zK%Egin%fsJ3-Jg);}R<(>{vW&%U`CLJM*{$2%3rGp(iXFHba`nSR8} zZadQO7wgOb zn>8KUr_n`^U0HlB7=iqdiZy0*GGnM8htsNYQ|r$1QB6=|R;jl`Y220?67Db-BK*{* z=6uj6P@8G!R9XI2*tBR-v?&V2I!8?(P1TDz>RN-PUIKgh&TNC*lT)G@t(jo&D{8`6 zXsN2IN&}amW@TrQ5m1Yp(y$kPf0hU?QFAdl6Wx(F3u( zk3IJEqw$v{(QE{wW&o(;ReuxbnHC8cmfUz?$ee^y;5)&Obid8Zp3e z=~B!lE+^ilHhflx^mD5qSiW27Np#-Kdru*EdD(i{mUBM@U)Lzx+LF{nK#@2d0-!3KtbhIfw<@z;l1^0A;dA|Xjq5q9>9H%-HMcnDGwRJjk`r3uaJ!cd-mpqOJEYS z@kwpx4|y_C6e~X1M}q>+M4u|1PR9q?POoG>4eRrfqoDdQ2n0Hn9Ctrfex)pu0u8CO zpn#ZQy{VlyAwjx;;RW3;qS5>f#slm6_dw0bc<+MdO9ZssdUs?8L?4tZTw!zfiIUFt zy3hyatM-P7jXQCPU+9YABLO?RtyOPByV#d`;4qod0cAJ(U9WE)SC%2W4KxHkLTDbZ z$9u`#%>v{|d_F10MsKZNwqmDZV&geq8PajxyAYN*LfY&zM3fNM4|Yd^Mb^vxi^J8m z;`9+C`qXqExXy?xQAs`d3RKnsoa-k$CxTr-6euuI*tkr(U*i508~_TfpDezwa%M#% z38Q4sdEuKC}owNzN%?-r3kY9I-uxK&_ zisA^#vwlZWi3amAxioZ|(uOV!j|VU;wEn*StKrWUK|7Ip+o|(c(4U+*jlXmRqu}Ex zn6feC_#q$w68BL0)l){0csT3WEEw_`u~k%X$g%=J#y&gn>So(>B9t7O;S<=}T<<6t zkdgA$tCjMyb$u!wp%n3rMkX>9_8&U9ne;2rF4Ts72ApD`Bm9<2mm+Zdh z1D$ZhC~aP)?dpneHotFm(c@I}_&&r0X?Z$?Af+S<3q9)&YyEyqugs)cS-kE%)Ln9Z z?#?k~0rc(CIl>FJbi&Mj+x{eh6ee)ymg@P~-Y^M(=HYV!0s?PHN6GC#9oSe! z+&A`X#byA(5Z&zoZCY~6`^2nx5W)#S*NbGE`q{QtdPb>%P`n(X@+h|Z|vI!C7 z%GCb+>cTxA5y$eL`{!Oyxw(SMqHkaqqcr)r52O<;L0v)hy%WH1`tVAFP~9Y_Rl_r8 zmOhZu(-_A`0_D~2VD=I?vU}p(s7?oMl`9)2QtEx;qprH>%S7=^vT=ljq3>N^zSj*Y zA|+L4f8lU)<`)Xuz+~K#j5wY?Nb&)3kpTv11Z4ts0ckBFM%J!+pn>5l z$TG&+c-ansGNdeZt2(YGZr^;3@%jivWq^-iiC2DI@P@x&S%_Zb1+&r}+W_@y#K90^ zOi<4zi1{KXhGd#vfoP=1mZPu`Bj8k`m%}ZTHv>D+Apz=PdyN)si;0fghvr(utqoC^ z+MQz+_SY%{oesJn;U<0-?Gw9(9&|d{zKPCk!ZW&nHi=;L0X8dcv4e&R*qN|`5+UcN zu-O0w5C!y<8Ky7x2`9a)()ua`ocahT0`~(4x$%@z z-TG!Qm|b^dXRSY@CGG>FwAd0c1*X@$CGl1jJ7|?KwvLJg({QR>CU*P~vBJKSTHIkG zAo0Q&YK{&PFE`41lOxW?vS{XiFFACD4|xmm+Tx|F+FX}wrtp#(SjW!mH4Wi+u#|^` z+@tfNWAUvV@0J_GyKAL;L{cx4Qe%!W_d73n^Mfi!pFW0G1^Jb(NO0H*nmUqFYpt@Q z0PNR*=2go4!IUHIVJTB!Vh*zbu&vnktLCUUMRN-sQ3;`ZVieK*dbUt$I^0XJBBM~Z zefbJW1bs26k7BZU0gCa*zl5Bv3*+(KV5;u9|K*W5wf4xT7l>kqd{D$rSsaKs%RtN~ z${%?tNij(u8dnWk>d3w05z)m;&Nq;nNvU%#S*&bE0!qX`J+i=n5{skfDWF*L>Fx>M z9EDPZ8Cop6+eM#?NgXARqxByh$9L~x;d)&cKzQ=QQI!OrfU>)?@3OLR4Czf#6p*o%p{7;`gy;aDtj#nNhkf>(dQ6;#|TCzS==G=<#s6iURHiC#A_aH#) zQL3T#E1CKd_Zsqp$;3FQ+d!!|7<2F#q)-)>ZHm0+ss!(SCPYMO16HjKJeuc2#<-=% zDsE1NDu>o*h%VW^zO>2UQU?x={SbpD;2ZK%Ezk6t&V_*{u3DpvV&b6EYp<(pLFe@8 zhFWTi3cS}JF$B_U0t$@$#GBBWe(jF~fepYjm@|5e)A5UfF5TWkY#L4TY)kJ!IVb>m z972Xo*QA-kIb$&}QKeLf(5_kWdyUrdnc^YB3z}QSXG#1PpQ@cRk>94;w!7BmF z>C97fQ)5hl(<9MzSs+C(deiJ1=CONQvY_06S?xWuxz#q117iBmXK)^Rj*X4&?Ke$F z$ASqda8~xEtkluUW~k!X`(ezKL>E?IvVSC|9cdism5XJotrf};2P+^rr300)Clu0D zsQ^e9I)mQFZy<(0Ip7J>G$UJyzIIcRo9iNBsuH+;4bCfTE`K*GlLk`B@%WzyP%ByE;tN@Q{J69QGh6E z23ah`Y^*qt<(j#B2eU3Y3mh(OfP~}`zS~CM9@5PP6Glvbt#r3mS^#4(L_rk6uy}Lx z7!UCncll(?b1OtHCf{oO=$Jm3*I^PnZ&t%UYf()}5}aTHfTj*M%!qpI06&L|^{war zrI8j2KdC1l0&CXKpiPwNRfCh^x9FgDz9tgeH%pVSy7%l>2}wow>_T4kd2LJVnaGQ> zz&Bfu(7u~@yH)gb+4dZ_a0F4K0=-$`EO&PV$WIGcHcRnzrfX?1&UI#qalQ~C@RguH zGiewD%998+?%Z-)&Pk^U4h&S(U=?^Xy|Cf@4pcoI5m%ea)vZ2xfq?-_naiY$b0D7Q z#R`3BtBNiejW-hcj2fV>V*RB*gix#Du4kaX|5p(p@js zH}P&v%LxFD;aBFs3AViIJJr@_jU34NQgB)m4y}oVj7Uk_ih2Y6-!64$61b+`N4Q8* zA%vD_Uv7x+z8({Rx3IJ7wVp-|X7-)$tM8>aCM7$Lu{z74_QDo8@A^}WXikY5h3_X$ zRo;XtahZTAM+4QV=W~#j{M}7{Jf^SXJJ*&bL^zINjrk4q>|I_Mb~am_h3D6;JJRW9 zzr+ZBX)*I0IbDMY^P)Gg@=_Y&&Ci3%=Cc^7=rrQu79(H10@XH9_s?iR8V z?Z=J%B8R_yCkuS$Iu!sVOYA)Lp;?DlXWIw*izPkX)CX@EKcI_p7t)Jb=iZ&@DC@23 zx=b8aR)1_{Z0s{jZjVmO2at^Op1Qpc9}_Lne7R0_Un>6mbg%*f24KGIn!QPXm4E;x zl>Qqj9w`X-GUGyxaX~-0I>awu_r9lyR%B8Nw zU^;^|aK!ftAAO(l>wScU$->r za_AfUU$xaUUkaEJeNO!^B;re!g(;Wc;RGP=p6{OPME#ln{6YJ|m&*%?w!xk! zNB4e)Sr7N#Z;6=5& zpZaz#3Gh{X^8>pvIxfTcfkn^4TULuEno3jJ&YHv-+p2MIVdu_s38FoF84h(VB`n%{ zV5KV~MIy8HFv3e_Bp4ki*SRom6VD4zxT!8`yIarq3G6?3HCeSRAd)HRseMH*hlZ!C z?RhC$zueXrFZ-tX#SN^oJ;K!PD(ncvxS@teKZBKv1m8$z`42sz``yyTGQ(M@o6^n@rtivSkjc2>vuyd2(PS$#r5ik7;DH zFulT5NrmeF_rY|n|r(4NUeV(POb za0oPM=LzqVf$n$0+mA7PD(TIKut(fBBV!*fTThMYJ3mk=F4M5t|Q>GV!081Te%L z&RBAUz*&|8G56ypMh{E3SD}MZ^ZoZzTWj+H9~B}>Ln(aRRy@g{W3?P$VY$~GQH zP?(0OlDhjPm|cMn%Mo!1@;6vOZ21{QU;R6i|<#xQoa(vLEW%x9tauoTFADN z1J;|1k^btJf5JcGf^FlaSCdB&k1Ok5VyND%ahale5pxv`Lc45%ar}M}?a&$@ zH*EfcK&3)qr0(J|^%W>$7N0$TWHL3@S>)UUf-dp0Q5Jl&VRbO~SGLC{)d8=1UNpZV z;Fi{m6KF(OtJr>_n6gvdF!-5WA!YJ0JcE_D(95nAIk$S#ICn%u6e zJ{f|Ts`;6K^s;&M@?^6ZBL4%DGV-G~H)T+D93}^_xS2+*$A({STQZc;jCgTt`<8c) zM&aYTCkr%+Ofa9-hT$okKq_xXdQc4=m?ZJeMdvx_s`_|5E{gNk>XlcJyS?6l4<^~f zt3+}iQ68aBc?w&6!Zoxtswc)qXHt>bX^$dk7r8Is%j|Go=o$zZ5@;hL>6S#d z)Z+?lxmG3a*e{uOd9pRkGiAS0(w~a|`4~vHoqPmN;{AG{k=zj?MQu^*8DxxP1B=Vsr&k(>T938uOR1CRT1`VuM2 zzv0b*9|%)Ue!wRNrmRR4KaVShDVsOKaY3{2Ym*?BCI+;!^5t4vvyWXk@3y=}{L;XK z;l_O#5 zVEZ*7-kT4-vKLNUl15H3&uMe9aPP9uP0YXk-u!93;GeSq{`&TSPx5CG;Y8EZns`u| zJr7O)Vk}N+zdeshVXsi+P&^{z)Cd3cC>5k*_A>40WnTu47MDe-I)+3FqvH`3(|X`l z#af=Jtt5@bBMkC76QdqvufQEN;Z2(tUBP15f*Yj!v1yw4nb>(l9n0b&Db6c+cIq&~ z>u5NP(;FWKyj7w!ZqZw~bb zmDmjLR#$urLcR|H=8k*=1=2T)Of-;e)e8-0VbPY*VP6-^Nv;OB?V*XDRj;pWnZo(d z-pBdD4zpL9BBGe=VjTtA1m?N$Rz&l+lp_v!GPv#H@9%=Yz{iDzbZDq`qxAL%ks)5u)vGznQgARmzko6iU}|n+LgAOmT;6kE$9t)+Ea^hX~sFC z-XeDmZz5ZFHG<@NwpzTIQfUJo`|hVb%}qh>UwCxz(zKV+(cMMO-tf}Gw8h|=iyaG7 zc4C~Ne1g2|TWN}4igq`edfyo=7^!7az-jZimfi=6Y*kSQX1O*b6ZpERUQcUVN-Raa zD)3iPA(Np!5AJSq;`w$0iq6Q|c-c~y(}%xcnUz;)Py9>qd>vk;!o41R5{8dLURvv0 z%9~&BUAvI&+A+w!SfO{~9$VPIKOBYO7ahUdVtH;;;?XoR$*SAjn-a;GcFBHK%C=i8 zRMqozFXmMa3-4w4s!hLFr(F?a3>Fk;n0w<3iAc-NC(0)|0!WI7yc(nzK96yiIqN$l zzjEEZj1^j|ghuAHUQ@`gS#`uKYU2j;PWK**u7S}>ShULy7rV=#$~El0mQ!x9=Mm;Z z5XRi=0qBMz3+B}sjIHU4``nI#jy1ykb~wLxbjx&~D@3qxZ-~Gk3<2Va4_OrUMkwcWZd^`@q^wm6vyi+N&BsH|;by6rZC2o_ zkHN)FMN${bebPjT{GTrY+?VMWLlL69qNIUG^A;2Sj9!2#hC6O=h2^Qc=Hi!$9*b$J z7B9AK4p%y?)nnj14kN@ab0cM%mMfj>S{ds?!nOWgo{#y^}UFVZY1Y0tA2g)FJ?X>EWsZZ|a?#T22;h zMMknORP%+IdYQ2C$7988YY!NynXf@>$C^p_c~tvLb=G7Urklo;Zwjszc~qIFUs6yc zZ`3@S=8cH;@XzTm0@uBEX7-Yk`aHk`8zIv#d=oi|KkLz^jCy>Bjnc&xrUu-5t_6QLm_njx{5qy}c&=Y|%fm zC`b=yy*mwDy1DR0d3~lDv*_*U?(OK6h>VK&LXL73+cR#0oY_LtYk79hg;puwPJ z&DV~cp@F=r4!03^FPlR*TnTn=qZXS@x9je;lXNoPkbqguyXbx?-fN%@B$n)^uYOD- zxbr&Lp&UDgk56EE)yVD&!^yk}f?MQKq?>)*C^yUgqc(k~Qac+1;Js5x!C9C#8+3(s zJ8Muzh?IS%Q8b09yPVNXNQgJLzbJ^&#mNlXn;#PFQk|kRcf`zl?&Ee}q~Q8I4;lML z&r*!-z=wxg-TPel_phwD%LW#{BMAY9o4OZeBEVzPg1>L`(4NC%Y^IW2}0Z+ zf*8C!8q{hH&NrENn-k6!^a?6HW#xyYaLubu&f6sc+MYX`atIK++*P!T%XJu0=TfF*k>$IFc8Ab}Mk7oz!402FEGhuU5 z&33hK9cZV{B;w=Qb28@JJI%h=KL1=fT&r*{R5x??ft}cMnN$rNTe^QUA5_TJ9zlrO zwSw#%Ogjgfvw~SsVAYSGbL5of?3p8Onp<5=x?@BQo*R;VM7@u>PP{)+l=XqRBchLN ziFzxg!?AuiW@pDNZIZ~}aQe-VyO$u<%C%GEH?0)U{2m$ZWmF)6l*cUZlwC84)q?-eSO8BRDJ@tq%-(lnSKd@yWr|mxXK&b_ioV|=D1uoT#%Wq zZ>U;+tXGM!>})sN;Q^k+Po5E4+nnzs9pr9mEzC@q7My>UOdsWFdo$eG5kH6F!G8(k z{`wtw6A6e?cTP|HLEwVup{I7egB|-)wk}(iJ+&@u+SriM>Bg3MHmM}Yq}uMRS4JLJ zs6L%+R)KJxYEgR?h_Kn?Bkkkvilhdgn&zmWs}~Ia8P8A@AHf(J0{DG87ejwQ(-!l^ z-A4&xdX7e4+(sg{oM*~T>9bU>!oJi-64wn=X{x)7C9&Ind}ibt5F@pf2D^~S{h9nDtCx^D_To=n@>>6@xw zw7$)0Y0lDrFb%Da#GTe!RUC{$*NZ*(d&U{dN(14XB50!qT)80YWwW;w-_-m5JTY6L zwNN|R%wVrnZq=&^x@@LxSwuBD|#i76bl-XpJYx)UoQ1GF4`$i(U}hM z_3je3^BQ|mU9qk!?UhL&{hYy2X0pwMrSj`&ly4>5wuZH79yf2;JVSbFi+ECnhT&|@-X)?j?@5{iH=6gsS+{k`|nc~j*ZTClX_JNiv{ME1pKpg5fR;(_8%-1 zo0(fT&n;}$vfB>a0&vfu5>38DU3htn%|WSV>xBM>&2+4a`su`tf&S-JFT})_CUj$M zgB~8uUY`n_G%e&%?ccheZI(x;s^rSj)viU*+d0`v8D5rEMYY=z?6^oC%bjxuZum;} zJX}>~y?!f*QA#H5SFaKcg;okBH}^TKeNnd+|KdDXjyJ2AB+~BbCT%*D7w;jxs4$eq zZIc`9SYf0y^NApqdoEo4SxX=tY(NR?a_JV6xwF?_7W$_%fmLESHtZ42%AdKN6{GoB z$4+8<9WwiQrsoVy+Z&yDw?RyIZit6iDZO*jO~y#RPS98_Lu^=3?D}x<@cX9^rk+v} z1B|^s>wYA*gyMvu&uqC4AAe3>vP=Tjrgbi{RxuOx*^F1>fzWYb-o%BcEA zlvkS#{*`+UpfNQ72{`Y+o?~9wP@V&)XL;K zs#%Bu*zq<4T0cLR5gsC%pcB9sAaXZ^cZ| z?wPLK9b@gSll%~Qb$FpegRbtkJdRk0mYQ2kyK|!M5V$;gc)!#={Hc8~`l3C&Z^^Cl zq{63`RG9p0Wwhu33&3!gA#^q@-M3T7%^^EuOVcnuNly!-s!DgKmd!J>f3tW<%z?<2 zf6nM(q|i-xACCtVR^F0J@~6`NP~%S;(d4syX1*ncSAg+^-6`0l0gimt6JtY zNr$Vqg=Y(dpB>9d5YNIofsg}P zj9vC2(uls%X*VM=?s!Nj(OX7BCP?-rRy(lmRYHJ}i_90T%@U9JO6ywrPF85$(@0!$ zO(%=%78o=<(1-Zn>EmQjnMU@LTg&knN zN}q3TUJFv1PC1GRHdNZmfV`8EU4p-&(swOwV(f0yf;*$t;S8* zml~+OI@z3QdDZ4R66CgUAY5~c1Ht^OSJ-V^YBHS>YedJA7X|`myeaOz4{@761T6RX zW}QTq0)rw%|DO6BxRV+KUO(2YyL*kKa)@M?HKwq6?_;v8D=}BwsbagE5o_=Dsa%W~ zbqkLR9nT`Iy}{MFb@UcQKdvg}^sn-fHGtdV?RLtkJ$M!thp4yR}@%oD0W}dB5xKs%U-!uJ8j!?XPDn-<6JjfAQgKA>XftmQkURC-A-R#{X-uVKhA<=k zt}Zxcb&F&_g>JQwjyF@L%SmXl87_vqWpDx2uP6`0!0==WZg5@v+Oe8D?+L)iiT`PS zJ4CklwD&`w=Slv%%%N+{=>-~T{Q(N*<`Q(U=$mNccC{@z+`noK!uH@fLsAh!1FqTy(Qfd`gB#h|m>29gEj5S>%f+GQ|Yh-)JsBNtC*&SWL8{bp3}u ziX2V2`KzG)Vqtht!+zV_Uv_KztG?U|x^8#Jl;p7%5yX(f8Qf5@xui3b=pV~nawkYv z06|6avCE}uInR=UP`z&1)OW8drU<<5SM9%1s1jXhWA(*t>S5+W(wdkxuYzg(r5qj~ zN7+=q>42sld-cWP{NqC37_X%?7GnXINeJn}4mLw}3*uPWW*Y{^8)efvi(O1H-Ky$I z27s4o>(#b%_yl5mt~Ui|iiS!C8jc4d*rExH=d-Wu5mZ5=uQDJk+g>MLP+R@64u<>c z`nM$k%gW4lmd| z`E|7DV)qSXN%=i5`$ptW?6%%{a%z= z;_7c^Q9sXT(=;O7V#Yuau%2GvbrJBl@g0*{78plM99IwOw z2O|Z<9m0_m>V`(NO|6XXT)*IH0`hrsT`|Fe%X_x%Es}~L&PQLB1mfKpvbwmBp~QVx z!%Bo2>Zl^*t5`L95)B&5*r*ZiyPBg^HRIGz5ka1Qx|JKVU&)G@Zf_u;eYYdw`c7lH zC-nz~^-OO2qfBq;8xi2hP<%Sc1BtXBuCS26+||yGkqQK8$UnbG_8s=p8CM2}5sr+BjyJ!{V5zn?)>M=BLT6nx=-Zdlm@cs6>*G~erE)T@8 zQZs+>hKtH$b|2jU0h9y)3#DVD2B>mDXZ)_>`mYhbb@Ds%_5}!46REY@heCPD=(TOFTP{SGxR^fur5t`Ku<0o#oz>oqXZ38m0x`XxpT1Vy4knB8 zSQLxEpRT_wWH{Y6-drfn#PVGNiC>51`BBA;20aa+D6Hvijsyz-{UQ+IBQzSUKH!SN zU-4NRwAU07+|C+hJl~Kh0rN--W5M;oZdEdZ0#(#YBOs&UdMm8!VnOkg@i`2~ewyPD z?~!0G5tJ8zm>dhlvo-!`db(R5?kmJ7<+w(mWaPcIFB0+l{BTtP!G8;91piGGe{ul=7r@F^YbqEk%v@e!6Ww~MBsxA87Gt$lhbJP- zP}ALE&pEfD6$1`wn)p{Ak@5{T-4Ytn6c0>hfbRT2=P9u!_I=)mg-cojkfNL?_v}7A zx$_+=R?`4fJWe=XIk!A%LmjOV5&^IpcRc_KwvNgmb%;12YT9gS#q+{$GGP&6cEe#J zl}`~fF=mdz+D2smL2iR;_!QrT&{I2Rcq^M3sr@|17d*4F&+`BMz2B+5%K{SQE9+b``+%ke94hsaJ5$RT{) zz6$fVWuiXqaN++0(+(wmsOrC|HitHT2yVZ_fkRY3bZ5WAfkQw3n}GaBGUDW2?CUTMbe|rk) zG0>&@f;5)yzx_J$Iz<&gOQ1Y`3fuoup#g!vz}5G;P7?a(Q_r1ioV6uL7QOHX_P}>Y z5?c-VScZ1$r73pzDXm5hh8Q#eGbHHWqy0}_4+7r>9fq5^R_Ff5KmQ8;{P69+#T{DQ@5C*KXmc1@{SRUCVN`h-QU5P$a~RwF zwT~;?)0=m_dah=Q-@TOV=&1)W3|J3n{V@y!&Z_9$X|2tsvW4|B_o|JGn4@Fcp8V|i zRt=A>;A=Fky$AoS_Nd2$X!(dY7!A#r?{7Y3xOSg3KYv9D>Xt$Q+Q< zJA~Jti1}L|4&n6>UJv2*5MB@A_1AFy&*~N2L&x%4{^aK`A3Byp$8zXc4js#(V>xsz zKb^vl4~H%li6K9Ojeq}e=u!_|>Y+)4E}1LAi7BE4tuPNJIFko~|xc16+oqZbM``>*E6R4l-T$ zpZ|wu7vn_mypi|F8SOVqm$kr=ff_1dhU zQYSyS2zdrSuCf-Kv>*iCe28^ut%nl+=Alrg>CATQmdq>j|4>Pk46fr;So(%MM;#W; z1-{_dF{b3e{a_{0b4I%&zlgVjtjcXkgK&0bA-WW2XGYsXyq=mVm8ADN-iX9UQnZ z5#vHs7tt6{rV1+uz|vV^1$(Je*IN(1t+9&{TvgTPpM%o7R_2Lry{Cd#^bVQtC{l+R z0gYC5%H{@l<^1}?JeBA<1Svhnb4V8spvni_5TgKKC0VBrRpl9o8g~+2RUJ8yv+l5W zKth)y;K)S7ZLwNfF>b6y*=`GTVEjrYiWG2Z8uz5 z)dmA?fjB2?Q15fd#~_}C#%;;W5nK{Fkd}WoqC{~(ODK)hHDtb{t|(6w2ALou%>9WC ze|`vK@asbGMQYn9Q}00jYKH*Lt!+_6xoNBMDq63bs(s>n6rX@X3#SAOl6b574$9zo zc6Cad`kqOZbfb!U&ecjOu zNQgyoj3{D%YXHO(W;?VhiTtBPVL%HRt`v&bK@ksb@NJ;B(hM0WRC7y3ry@WuY&A%G zpBq4aF6PIFvSfe?iZ0M86tHZ&325QsyI6a$fZ8+xEwjFjM^QMofesw`TP*9~r^Y#r?&FJkMCQ1AHz=!xK66y^UC%eyI zAwd*^f&tI6wzdGQx&U&eqg)eDPQq|_Pe`ID^T7@YA%=@!)IBH55D&5%qjGJ(Z{SBk z1jsdUk@@jHGW-vZEXxL#nC;PjutMznFtT&N6-Jl8CEQPjhIaA^f6f9xksIm@n}H!V z)4HPQ{(tyW@GyNp;Kd%EESLLlzm6j3o8Z0zDX(>@{g}M((tmkRv@jt4PzjKPS|$Q- z(zjkrm`D14UsWY%Tv&fH*Zm#^aJ-2<2BW&|Oodd3=jKd1Iy;XQ@)e$OwL<~hUnKHF zj>bM^ZDhtPA1b*7?ae30E5%SZE~;lPQtn>pmd|MCb2~>UPd6fXu($`JplWJLw46$& zoSlZ0#7-9$&q7*8gy@aVB7p@lQ83T;ZACGL#G6(7-QxEvW3>GN{(p-qfylb*5+SVy zPJ~@C(6F#^$0N!{>#DGgSLng_dMNV%4Bw`wgS_fj#z3-A?HZ_9dF(|h--eViter1i z^*?xf#qFM*9#2L8e*k4z*mr8v_oencb_Jx-{Ia@b>o?1*!lT@g2ZP}>;!^Cr6BzE_ z$WxHmh{dcjuo}^Qr!&GW+4L4eVsh|4ehHajZ;oR@MukoT4pcEBzg?1eVsAtDn(hBELXQYH9n9$W>Q{wLu841;U<>lwXF=%l+3h_Pw&AUS{L6t1 z=A8V;%LmP$5d~>UFz9cLF`{n2kRLb-&}Wp}MgR|zEcuoHSEX`?okiDKi|WA8Z)SZR zEyZWCbzlrphlik#cwhPq2^l*JwbHIfGte+{0N#)KEj#1ncV z=cHHht93kx;kPLNoL^B6UPpA9pZ`SW5!u{AlDR&Xc}Pq5yb0@9eA~Y1on||P>AL%& z>@<+A36};JqfG#^9IOj28ASqP<(ttAo=Xcd;qm=K3=zhhWC4Op(Nypb4Fi6vc8(C0 zUwMx7$3K)A2hYCf%=Ft6$jk*d@m8b@Jrrhd?-J7m*|2DQP0wCeTU*+R>Ei>qA<{KP>;3*%=vPlD3ahfm7*DrDiP=ADp5gr$*43O`n@;M zt+zrNYSa#Xs1t$(PVa4zA9@%62Md~&atnD}YUeS~r?7UzBO@MXH8-12x20hy>M$S~ z8;U}KXg>$QQ_6}`1d`B{IpCz*r%!k?rIcLQ=Aby4@!VqA5iasjh<(}0(wSmtyiyWt zBIe1#(L)(82!hj^4OEzrhFejrexsu?h7LZU+Dg zAa|M$WYSFO?-wKSuUQ*DjI|5TW4Eedi^&ctr^e|Ogef|7=RXkg$B?R*fauc> z`6EdUS=B-4{Q&qz0_hKANb7@(ViQ(szh3bcjeT5|u{9u4xKpvyetLV-*sS3k<;kbx z4J5}H>zD`5Agz8M6^f1luMoMIfxI~gJ1o=n zl$#2h{t!nXo4!$pvb#rJMj|Z@L|&w}5Lwis$G)2^bM|#cSDMJC{ALy(~%yWHHQZPcbN7{%K{08qm!T_w;pw%O}sHu zT&MSmI2q8x*4s5gnnho}$H!A21X@i>`$7mtcUZj^MwZAZ;^fkuo8UZOQ5HlS(){2qXP7BzJN zij+cS+^A_lhTxh|#O!R`*(MBzXLU44B%#V9nhr$z z`=m8fb73cTPaGAAm$EMG{kkR=duuZ5jnKr3;~hk(0FnLN3UvD}b$3Ml$aFx1iXL&f zx>vCJg|VZkLO}i|8e#Pq%o)hh=`0b0r|@Xq>}(wt#Je5bORk?A<}XTyr0|q;ZU@LTZ z><$bDO(6domMA1fBRvISl<;^gpjeMp@Q{cBHp0HnK}r}9WOsXA51%-RfAQr}W4VO{ z>933S>f_d9|KS+%%XyI3A@L7F(r)>~ZYi3szW`A3ySj66t9`D2Bj?BuBJ7LRxKE0Tu-n)sqf1hS90DQxZ=r z-Ea7(|M0E0j$}SE(xKUDs_k;|Su!(o+5O!aIVCly&qnzs3wV?JllI7QLN>yg$dwD> z0dHkgBt`il%71uxDP73Be})2k2EhGdn{&nllrzd7HJgq^Hw5ko-Z5ptiH)RiZ$*Jj z2nzS&G=am?c^a&sS**!6GdJ^u6e5wYQys;P;U;&&lq?pzQR-?WvY$YH2^!P}pkr&2 z0kR9#W&zgzmUue#-6w>ht5%;X+@XjHm%mV`IB#ml8$V6yEgIkOnQ8(mPd9vUra(3q z7)fu;7_u12Sbq2|;(SC5G00B%?hCMbUsItoagW@FPESL#zm!_%ps*il8D)rY*kpC1 zTi{n-buj!0tQ2Qd781JH>!)^ao4lztn}%9+!^e~< z+qJ9PO19qB!|%kf`?Ww=MPlykOi^E7e|2U%OI#_Tx#nFj*li*JCd&fZBOt8+@p4NL zyp6u(V*7OsG>r@(2D&-}d9_96Et(Ug%(+fbE=Ygsp->p{X2=?i=x}8{vkwU*RH@r( zpNIa+I+!O|l4mIL@kyEL57*xEZp?Kr+B&kJTSq^rh2C zlmXyC{zehFq>F_cQPD&-GzK(@&X$o#Kq-S;xR z<4b(pG=R17;L||uVXzh8-j#tMEm1!MI1*;2Z33d(56(Rhn%&qUKlv02o4q2=lP>uP#Vb&JFrO?B&R zHWFp15^lT!9IPmnmk6??ys!vG@IdmXAj8y-%|PNq)VcRvM{Rf`zUGTsq323q2Jtsy zB%)WDAbA)hMFFt_jS39H5K<3A`o-vHKU`4`+w4HJkX3!h#=TAa?GR#vzIot^wqmT& z_5pt+;ejpKKZ!L6!If^=6FW1rHsw+gZlbYGv7zkCSy@>Gt4>?Ka|#=lj<&@0(lX^> z+Z1r8FXBvNXJ6zZXTw*C7BEyM~|6m($I_d7@nx5TG zNXwP^<>u+fy%D{*r3vcn>)*G42}U~@bd;~<9%@gsX=5I2=Mf0u8-^lhK$Js%gh4DT z^L@omy6sVuSCfQKeTXus*>p1lsP3;h(I=}IO90F3#z&BYyJ+|yN}R?F!nP&+ z?WEgTyZNHSw|4wBIby*kBRUT``+^)jgWK8x^~n{Z_mB-l94f+|XmZ8osoU;!r=F2o z*t2g~&#Q;|3A8v;{^O&+uq<@+m^mT`nlz0xKYY*#?M2DxtYU%b#jlZ-tpDZ25(e~M zHaXk^No7IaKxaYkB7C102S3m5)_;fHgaBqMl zt;8*kCrB2koP@CG6gTt6Q)_cOG}eVqIdu-Uj;h`2bcVj}tN^hk4@T@-M4`<4JV#{e zum0FNCi*Zv0m%OOc2Q-hRsb>*}MggBlD}AdgmodOdP0=q&~lsIQgw zYfZg*#DRR@7sm-9_KQ(IBmprF%Q`<@2s< zg$qxGwgBJGEsEu`BOGZoF6m|^=0tSU!T9K88R zBLEJ!_eB@(udC9J0{f;xkP7$b4*a?@9v`H6Tt;x?u3Yh?@Ktc~TD#TT*{7+Q=^3Dd z1v2_t7V;dLd$VS4p%W5gmZRT>sik#doPsz z&4$O7YPcPXW&_Tlk(&_ANK-man$W)=D(gV!aJSk%o?kD=tIg|L>4RDu=94M8xpFgvG}9k5XGo@J?nM?|q@}#1Qn(nYN=rH~ z?IkH6;c4@A)TJEXH(SN3?w5fgOsbd+G&Nmt9hDo{1LWFHq;$!N1~GS6-49af4h5^W z(s+ynQPp!o6RmtKxX*nEWhdtTp2V~QME!}RDg#p~HqB0z(;B9q|HZFAe~1KyAvs;6 zcDVIh9h>#1Ep^r;yR7zv^B2v@*Mhay3X!tZ=gecjK@r& zi^)K^98kWp;Ee3K;82|B3=H4;!S&psafNFC{#UBZj}I=h3Z!jC zRUZpL4RMQ8Xr;Vo(Rf0~di(b6lgL~OhoX*_mZvS})6nrZw0(FzXWz|E=$6Y?Jvyb| z?bLCJ-FW^(Zu?2Jv{#Z>u)`zC8I(>w%C=iZk35x1m(j*7T3FeIfTs>v36so2?HJ4MI;*mRPza}AG+ zpC%9v`Nc-1HbZ|DrngYS$n9H*e}>`WA7J^zN~g@PeESp|kypxqL7tzYfMyI}gK&Eb*v_Zzx2l zi2ly>f}wk@lY8Kdd!6`D_!ffkJ4hM9`L7N8aZJgA)eOJNtbp3CN<`LB!}79gotvST zgbr1Ak&|_$xx0tEpARRU6RA?~Wz89AP1SGF>e=}lP8n^|~yU({-H z_0$pLB?rZCht;=tTynW|C`im}TxAe~zo9J1+E&uA8$Bu@^#<_~X9FvTftD2JlMQJ- zR_x6MM9Avc7Wm5RY?q`XX$ggBeXjn}V3`mTS~Q{l$wSEh;fR9G(8|jW9+%$71*in) zDL;p@8K(^T29N%QV>@b)4e6JPcRnng|0GhR&z<*Qc@Om${?p$p$=5k5*Rw{&#mH+YXM>_0~9wycxsBwKvF$BB z-Nf$F=hQK^=bmx?7*=*LssXT73Ej-1uTNAe#84}r15!c4*Lu06zj7Hfl=vzr8P~Z< zMbm5GuqnTfgO_78()m7q+|*@hHY?z5Y91_kq#+q$*j?|hr-zb(h%D!TIc3b*{f(sfZcCg*D1W~f)d*kqf1Yd=Y9y_+vlqS|{RzP(*;pra; zho<<1gvyDw6s0xWR)7TKS3RUpNQK*6_I-6Pl`7{-Wk9Wf2aqFqt_QC3Ptj3sLHmQ{ zk9jV>;$y^kj><_ih@&YqM^2IKE;9s|0D2vbk&NRT*gonxWyZ&)xcGwE{7uQ!o6i*x zu577Rod2-@3Xs=rz3R7yS0^)=Az^)zzWUD+x%V+ZiG7En$xs5+DyZK8^tL=Mc~wGD zk=JzD;>L|sww`V|3lxgfKUv7`rp$rBW#Y z4!uyJWmcI#&CTm?gXq)S>~snfnmP&S_Y@l0EE;y|>ID$`mFJE?2B%Igq~y#FZ6C#z zkLuSh9w#ieI53j5WOgXATEw_r!&)R`gfmKxX_HFiOk4;3-PH9ztpMdQ%)9aNDtpSd zI>Nvb*n^`b5aCnkXaVHRzUdTu9IwSc%NKP7RMyKn4=-vK^ap-&l=Fn8KMiU^n`B9I z`U#7Mk&F%%r%_o6o8egUiQuWyb}|H> z%Jap}(^lOX+B~Ll&!J^bizt&^aIQEJEIX0NLOPwDb6>2?6_bergm#dK#|+@*#@`RD z)eZPnGRcWpx)5NZ0>ijRdLWc39ufrK6*=lp8gmJE90dN0Wd7%YaWQkuQZm%187srj z&;tz8o!IhT=rDv<6F1Lo6VZQjz{q1d_gpb%8uxY!^LGO7fyy5qT3cvf4wj!kD;Fy2 zSO*OJiP0$57+lF{ob$?J0)l6zU^r+NATmOe4V_&tD;(w6d@iX&3eKcpf^?3W+UJSj zxDxDZIj2BzT6J}G1+edi?HRdai;IqFJ%zpZ`D0ZhrKO@(XcHALyqZ8n?;<9}WNHI( z0R~$)?Ccs(h#g58jz_YYkdQROQH@TZco4j_yf6j zD$YL+zG_y?l)46uwYUG*yC^`4qtOEu;xk6yy0tp1$YY%-AM^`0Vp~{ z$8!JG)zziqg&wqogoG4k)JbCN15?^W{l>Gjf?{*G8dy^(a`#a$CaHS~Vc&J6>a&_= zzHFP0z0E{78slL*VP3ZUUM!xsVrYKJ!L|9Y@?LzgrfAVz)aTG6 z^y0No^WOWkU^`6E&Ye@wAx!(%Gx$vNiDfN`_f1B*GezQRNyvcZNu>C*7X*}VOiT=k zRH?1%8_4H<{Av<~<4CwgdsGIS3~8-_B#+I>?{~Le2LAF>ccWL7fjrK7oo~!lUWwx6 zdkP&a3IG}{6?SY#6k($#J2IHFZfU3V98QSZX^c(Q&2`_i0B3vaRyOl3umHQ4`Fw`g zf6ey|ZPjc;XQ!Tip5{HTDrKZ$zO79`SigdASc;4t)10BT$k7v0T?I<#&?A><#_$6q z?}?{Sl;_0<`!?|!ZdPO9P$%?{UUKORaX+6;32{Ir2G;{NVJ6;g%fNg^=XhAIIt`yN zGk+!0=Gk2KjM;nkwq@WL+!U>ceBV~UrjkCA!RGufLCrSwfzgQY@N>;a@)gA?T1BXL zvEL8z*%~I+VAH1-otTiHKhvHNA3vcejK9r6^(n=CdqT+<8nF-7D^&|u^&L!2_sy+Y z%EqTnWZU)?Nw$Q=+sVW%K1Dba|d=A8g%2>8obHd~m#<&fDv)gKQg>2EKXg=|- zjbktwg&61F^PE(i+}yjUtZL|muGdA{6`lwSDO-rfyp9wA-=$K^ytw??)M-M zGO6ako=nH_=GhUM@)PGex)f#lUCjy>>g8B*Vk$MZ3ZtP%3=K|tuFcg1%9IQ;9trPx zy>5qL1Egi?Gyz2}s2%07IJ<8s{e$4(z^tsS(2SOQG{D>&irciD@b`(>S?4@9J)YEa z^VY35Gudjck965$A?As_iN>Z{#PLcDP(mb2Q+*D^jSgU+zuqERy4VcS>(_mi-MQA4 zKy98Bp!8*(hfknaTN47TGfJghhJwAO%myDRF@5whW`*Zy*Uum}6d3j+WCb?9G)FYz zClC%MzcWzUbmv&kq(yWHQMO$jzZdDIMY#$IS@+BQd>QQX6(-l!7IX|)P~gLY1?91? z+HuA&CA~<<5(hbhEW(sd29xa$kR#8pGxag$60m_+y55+(sao)^_qE~6DG43lQhvP! zE*4+%siu>O5*>({E0FisWekFmbrDhyfzAXc8C_CRSxHh-(uDa4#?EWfFsWJ;mgKd$S_oxqL2&un=W>Py&k+e$yYWBhMQK5_Eo0~Rt(Uh*ZCz*z_LgKH zdKIiFYvkNzURZ0s^Pk6i0E|~zD2@*{-ptF?08y1u?Z8RZp|)x@-8(W-7pe5>^7&VD z(Mzco4Q|Dy(Q_6SwfH-b52sl-S0$h*u1%7cOSn|rMj6Yo&kaOR(aU$_TxJ*|acf*t zIqhkqp7jnftn~=enp=6$tA>dGfL}KoRZ2C*skX5 ze@`a5IeS;I#yqkrg51ueRf}=Y`HupDY{EJRc#DAdYCqtGJ2+z!8r0`r&&VbHI$cBx z7airjIzD(%%n3*Y1XA#zyGQpMNGt(b{1`q(f>qyylO6_wF4H z4^;&4{+~Eax$w53h6eF?yyhPHnVZ2XZHR_?%MK!dny}G%r%`v{d}`wK)3yPZCB>A^Xa46b`rP1z) zhr7pu(viXQZd#}C}-m5_Ff)L`ksx5n?PHPLh-1ic)6*} z%8OXE`sjVpB0-3C&FvaRqrA`P1dYc#RDV){0-vnq+3q|Y>6f^G&EaeHnA)TO#sE}B zwC>b-3P-72>S|l=$*~DUOG`^`kamQ}O_Vrw>kYIxbq;Xfo2QEJJOsROch>pO?H^KB z)q5{@KdObIlcCWmT~!D`#3P)#MpvH3EWY;g&Y!Ot=EW7*e+$t)WV}y@VijLb!dDSK zH)loG?-3?>j;okN$V`LC155vWXnw5+FDqPa)??=0hd>}Xk9fhv*4J(OgNG06tUY(! zp428CHl3DlKg&sVuk99KPlm}OlCozK0#WnJ#n0txpiprkBGQ-y@;W!V6SR4nb@<#t zD7ZU0tu+b9p^+% zbDui<>F~Oby~uPJtv_Jc+mkRx(fDo~A9vo3t~V}(YwUCKkur9+?P-n;#e-3HAl{+0 zW>}vc4ba|ZCI9j0p4xxRQzAz}b)8dv@f*$clW3fyQc97Pq1Yun>1gmL7P-djZNF~6 zGOs4ruZW-S(rikMG>p-H@WyX%bxjTZXx+Ts%wcsmce!}Sm`*3cmXJKl+e*1k505Qtd>fH~sPX>oH zmV}UAUS3D!Jme0keJ37M%PblS10RzcL0LSJ+EK+No zBGtX;pK3PXax=V+KsLQ#GQIes`r~gmlGu~PzdSb!+Ri0?BXREaQW}?S0smSJYVFK) z;K8z6R_=@qyzb%1Bjalb1|w$q2VV)X)wzzIQZUaU9D2%zoG({F*n+>FrEk zapiRWK#coxOUzPEtJyrK{W}_Vzk@2F2V!hNw8KB*P`}>OplHW>kVpyy?)aOJcSlIe zDJBG~<<1&KY0}+V*zUsISKqBb2pH|<;Z>am`x`rSi$AGZ>wLCoS4*eRVtXDF!<3?% z!8BKV0l0or*6orL7mF-P6%?Fsk|$2+1Rsn=fZB zM`9s}bTkU;wOlW;7^ex6n<>b=LI`NQmyEz;uC2^}!w*=kdR)Ew+7ewN>j{!}>I!X1 z2{D{ZvWcan(fSuJUVwO+z=3{zT7G{-fnB&Ph#-JeHgh1LhH=;AzCF{dSQ$m5-Fu!6<9ZV;8Vxa4r=q*>rLIbJj1@L` z&Ge%0W(+Ll&3={ZPma#l{{CJA!9 z89Iy{RELOdK>{(ZrpG}PGB?(KV1!-UHpy^jeYlbi-_qzuycm(~ks{Er2g&2K&2a{>ibbpR;1Dm#+f zVa&yg@2r{O;ZnM#YvP6NAFvetUKugnW4M5ku2Wq6$HSMg#el*WO?t^Pt~cmog1#@b zm3XoS!o$OZI!8UF_oQ&A8JEgRra13XLh6&Y;8&(HnmS|p`%ed}U`2EYh2KUDD{j{C zgk3k;zkk2SAJlR?v8p}e&otGx*YKe{yRY!;9A9~bSbb%rgoGTU3iR4Xv|ll%Ob+Y4 zTg;f-7~kCy&)YFUY2A@tr}bNW8~&3A@mTc26BW_zz*9NzRRtx?L1u8v7B_J{XMh5) zW5k$_k48CE0LVJ_Q0fj$Q|?l|r1|SE0GQU~f;n4}pEB8X=%}Pt42y;ds!(Vr+tSVv zkzK-+QuGjs_4^)5DP~9$!C$|&qY`m0g;-Sxg42$U2deJLrCqxp4=PCN__6g_>f3WI}K zL0`2bDy?T{_O##S2PXmYrTdis^u$`cr>BmdIMG%A&7vb+hj5OQco$UCtGPGbShfIB zwIh8fhW@KbRJ&vVsW0_N7VERGWW0i#=?h<4>1yznmIo@uU;?1+*h7;ySI9oxtbh%wi8Qx_X3VcHu&bqDrOQ?}e?i6VT z^gOPqISeMY*YCb3braLI15ljp4q7Kqukf1$dgZ)p>nq;2Pv*BG@erVoEm3Gx z39UvIyI`0gk5ZyEVK^9}$iU1j!0Q1rBmT^wVk*4C8X!sijgZtDg_)aoJ6gyJGuQJu zJUw>~i4h){qokT<;o#)7s(I6XelN?PZg97R&SU-TYpN~Yr<|TgMTl4>bvc>Nj)q3s zoikdo0EuOgCAeQPHuixMFOs~f?lh=J^R3;`j!|5%W&8A>B{MDP{_Td*eZ!FZY2T); z>s0HVZJRUZ&<~Vx(1iHSAx8vKxS`pFvRa@uy6nch9^873x^k2g84 za8?9p)pO-DFfok{p~|Au*wb?|ohX6x`aQ5MMOP**ptU$*Uqf4@OyKgR-zUeX(~4_b zTebQu+z=mLO{hDmgR`$J!W3+M?l`^bWLa}N@x_}%cLhSdBDYOp80}n@&iIEi9Y4%9bdvglhVrn2H2=oInN#R3?-Q+FR} ztpDyxO)GkzN#zs1Ty+mwXYeQDW!o-z8*4Qt_McuzU1jY68F1yei*|*f1Bmh0Pb+E^ zmq1YUsgo}#7@Qu2O66or(uR3KEHV%R>+eN2FY8yJ1cW?*_wb;co5R)ThnW->8#CS1 z--=s%fD%3~=jrYcrvi8-?s}mYu?Ha)8sfGu%P`1$YX^vg^){bt*RHWl3xFF0&YeVp zvLJsypQWDue)Q9)PdzdWZ$7qYLr)NeLIx+yd&(MQCsXZPRAq8)2=4SXv$b;lb3yLG zazjMRgy`MG}5w= zmLY=-CBMR}IscLKgOY;1s4cLeBQ2=|bQnXfiAgu>#cG~JK2(1^Jq|blJLI)y&OZpb zdx&Gtp6vqBi!YDL$~I@BQi-ex^XnPzZ7CHX{lEs1u{=8q0G@+r(h3@iNcWV5$x9za z(;ah5HEHEelO4UytjJLh9F+4l$Co3l9{XqGezV5vG1kr9sH=pZT7f?W@ZLikZ5a4IGuC$r%#J%SF(jlFdG8 z5E6>QmP8q*^El-xw%UDEWF&?66~>j%fP;s8$8Co_Fi+#oE4P zhqB2_7&=garXDW=g|!$0dEKwaXE|&GpxQtWlDs3mhDqt{6?k=;m+(@C^)Pf75Sg9g z1d{}Vrh(5jf`O8=H_OwZcnxB7E=w3*-9BJxo}{d3$U0k>iycN zWNT(-U1d!$pM>Sos~?}t0?*}U9#sPlppBB)UeB^bAi@&dR@@YKgA`&w}FU8IUTK{ETUFSs1Cq zuf<@3p>mg05NTPEgtG7Q?f)F!-5vk-CDZYxnL>}=QV%rRfv*rQqD8-7o~q6Qc2K9& z(iDppmNvfNP|9(m=?Q(65Z7EwD$o(9!E(|lD#FQn*%Jh>ScK`@thhu6SPlt{@=@K> zMm^bz0!{_*>C>lie!6)b-52{jvR2i*wjl9#M5rtY%0^X!x+!r(p0V`eneK9xmjgAt z9yeS;(2~=5@g=)I2hpwhY0R_hQED*dUJqX&rnNWi?aNc!e!tFC@YuP2AD-{xSJQTQ zJcIVY4h{n;t?Lwt{V@^RIY~0M`~w3;PLoq}k^VlW2V)`H((8<$4li_f_mBv-kv^(J z(08l;bggemvEd?CfQgqwul?pAx&X63==i>LVaK<-JVsH?55UD!qM;(CEU*1ZA%K9;ww6nzL(jDCNWudlCpHk(g!IqZbfdI#=5 zS~jtrTMOfhhtJ;E8Hf~!T9kRS`4|jx|0iPa1R}Q}93D>?alWoaNMNl%%!%|}Bv{ON z+}!+@vYgZ4w1QOnHF9^ebN^9LT*XCoZ{VQ;!y<5xUR`eJom22w9c?mgLmS$b9ZZ!s zGk-Y_{sUZ(3miN==UU5+69xzGO(3xLz3_8S>moScxik|v=Pv6*c0XXO2#EULOQL8U z7%*A*@V)$?I9x4On?KgE_;{uZ1L*)Gv8oA_y$yU(cVZ7wj&mQ6B$IL&SqFOu${rFA zKW2h0DN>FmAmHA1%G`wq^ybr`M8hBQvlMLq^0TnA=hal(JtRHKF9E!b>;`oK*yc^> zGBne_E0uEIo>N4pQ96N`E6KX`Fcch?{Ex#U%|MA=Tx##@{Lag!0m+e(I+}T7Nz>&v z@A^peh5}?kaoYRv(>Iy(ar798~wF^Lp$Mu_kuv z4U{;}zUwZt2}SvkHvG(Dg1Q}=jm$9pIV2X{UN*g=MP;>{7#w-Zm^ys z_mtq9be2DsN`p@15^H@P?N7G@BMCy<1J6xsqHNI6^)faOX?M0y85cmOhHkK+k%oHYmnDP+g3$mPd}4oQUH zjOiQ1a$Q>^0je(%+^U(=PG6<00tI>Nghbyrsxwd>+)k=$1e8M)+ygXgf3S)UxjCjF z_udDAsohd$F#YhY08!YzX&yAvHr=~SPsPd`q^@N{Tr3{g3pLsCQ%BO)Ky6xx^1&u= zM>6~-mzY-QP+Z&)FHCwglzm_D^T%E+dmbgtwgu_t@AKrw;Q$nfEI)CK)ig(@*;TgKloPMLnIO-SnF$RTT3w4tZDxAj&p9jcnNOVp#X+% z?K)g;VUGgz$#;b|kwTJB!3-`OCuvOe5{xekU>=@VS07b~TiHpM^Jb^U<3Y5mQ5$M! znPcAu!(G2Vz5!H16jJ2ZcMC=$O-xKU`1l&k4Nv*sz11~E6?p(dcV5o<1~WJh!0*l8 z77!?$Oxopd!vpie$XDYVc!$#py|euKZ#LQhv$yp)vhCeI--K%KmUl9}*o8tZv0Q**y$%o+^*-roU z0!<=NE}GbOOg|l#I%e*Hg&(LdJf5nT_0l-(JkDjR^RcB-=x-sP>^H5R{=NYdblewl zcQ-n%OScoakh Y~X&#TlYbYz?uE)Ir>H`^A*JDo+ZQ=!UW2<0`i~yL1B+uS_d#% z4r>6F>hQKB!Wvp*7BxZB{NDGj11WiNgK_=dlfN-@mKs!x^~<@KuK#AE6qS*{v7l7+G3jX zKpl+6?^raDNPh24Vt5b?AXC7S8yvJYh7Bi{#g~KOF8|}4w2Ta~X%<2x?N_$7Ld&Um z;M=$D9>7#p{eA}{a*jnXz#H&(dI0?jIzp9gX{$ehmO0Q7(Szi-Xy4m)ht0G(z~`?> z!o6PinhZ82gi4rbG>Ckr+Dugs1bB{YMUB+6VQSQ$+(Uvj?eBeYq*RBH5La?&Q{AH` zsv{{rpy7x7K%!kgg~Dm=U5~4ejyC?>t=C;FjWM6p&4JiH8$8lUR(u7Aw=r+9Q8TC- zHCPgTw;wW82uV+MXjCarVp#$wn8m39D#CjWJu=L+V|e89FoeG3`-6kZcdR$3`V_u8 zAa9my(76UvPUK;l3I8)7@}gWg;B1>L@&fJ5IaTh=Km_R-f*pQy63lY_E-=C>daBB> ziS0T9Wuu{j4v#K?pKc9JM_3)LW-TsXj{U~w1L8QgZgus)!TxByae<)P(FZ(!Tgd@K zc)iY(?F@_u=_%V%h)-{X%*?bMeu2I_cegPe$B{y+3O>E*gINTXfg}l9PQu@Lg#AMb zoyKPwg9;kigUgz6k1;~BM|kK%GtoJfIX6$69ku~ z-p;|XLr;$iP=ETNw{A2jP_2|C`2zjY*eLGeVXMPrlZA-`L`0UrLB8oYd-&Ek-u^3O zJuB!%$Q7oL;%*&e1{baX%bSgMjm~{9gfOQiN+wH79?cY)oZ}1vw&7<$L=J#R_X}IH z6iyt#?K&mokv`oahKQ++a2F0^pYu5-<>1s z@6M6SP#s7%II8BN-H9ObTk5iBiyUAm88VVsg0lH>EXO7V;olM64Z2(Bpe4K(Ggga= zK8x;=6(Vhg^}&^w%T2Jsz-}?ApVL|Tb%^kO4th*jE(l<@3_`H;Dys%R1=dKJQSd$`*1@%$xgtH z8U>1|lw`E<=kT{ou`w$-$GyuOYAw9roO`1;Ie?h{h*bgH_!X&LmY$VpKT-2(|01h; zF$-Y)57MlXNjb{xCFC0n`vkcgSQQZ~vU74g`x`-Mb|@j_%47MX^Rz?}zeaW5_PP-e z*$sa*3VR6LEddt43DA{O_YL9qVhb9@W@OmeQ3wY3TIGU-q(Q!+yI6pCsOTkG{M`=y zo|8<(s_YJr1o02qW;IK#sUUiIPNA9twuR)1?1K~ri(^23V_@tqi2GN7LjaYffP2Y! z#*8YpdC#||B0Ao_MNUvO&f3Qj{Wdw#{{4O3K%80+xqgNdrT26UjEw$w@7^_K@3WJ7 zhbADEmn3u;lC?mg*pk5w_}xe3iqW|roGNaB&qYVG9|XL#2D8o{{ zsc^geyeG=J_%8-fQR28cXQ9k39qT6yT*I{&XOA_w|i2?+bLnV~*t= zYahRb9EbrVa)VR@xp>(?4$YRLgK)68wO!;=k)tu!r~S+O7bP-uH5}}l?8QT# zSlh9BcqX@62npGn;>)STP0s3mm!nUh8bE7F<|+!dlE^_Sa4W81E+@ET3R<`&){JcF zcj(kx4{J_!0FkPWwvvB17^{4WB5~_OvPc(fm_W-v0+Xz~bdpTS1p|>%)VppYP9na! z3g|nFA3ds(Po)ueEXrIN9)ux#C;*ecsojdzq)z6K6~Svy3*0xz6K5S}O%kSf58`}3 zvm~;=0T##F|3m?55BzXI6=R>nA;7}@qVOHP?D)DC_uiqbSB>Ki47+!=QDIfzVYT6udZ*5|q z-P_f5s{tlZ^F1^~~`qeXWkht@e#Q&#gH5$H|9P5eP00j!uwOY%Y1lyXkW&e4hYT7P9!h6W(7b z^C(R+|BDG11)ASpc$u3z#kpVm9LhM=)3y1{l0L{lz(<`r>9a4vjDinxS7N}WS} zCyoEm^N9ub;o?E!+qZ9Qj|WJQLn!X9Zi(y&5NdPu*v_)5vZA%CD!tI8Lo|O7Siq zWo#*?o~%1s>=CNAqm8|p8pVH{1lG>fPU>~uWxZ$cM}Ft%KkmgCEl|Yv@_j zf{%)kDYs7wk-ic?orihk9MxDI4ME%Z3)=jH=)6)rLZc^f;T6jq>2Mc2>+qe;6#o}xe3>%o+$MvKtNhoUHB@kq`6wW(- zYW%d0zJRu{m;8Q)Y;%5UJ;scIsLXiftDT0^xSx7nBMrdROS3z9$fS%+C^vduEL7}M zgzJ-q*AD;GU;7~0p`#)1R2+Yz1IGrN={p0?W=-_FOkVxDrG_u)uZ{oz?Z(@mWsiEd zfx_R~rI&NPNilmGTo8&L@P>1VJ5eCH8}@d>hp)o=9ZpLqQ} zpaMeeJy!qn&o2T?95>V)zJYda2)FAeh0Frz@!s9=Cz{A^1PFkyQpRc-$!=zJ{$?bC zkZIGiOZj)W%X0Q02-4hB*}Qe<#=!bF;i`?lOujow)YLu~Z;qe;+3&A^LaZKGIn&a# ze+T-=y&=Hn2#H3+eA>TRXENa5B@BGL)O_+TjOz#acT@YD3xPJ0kPXDr*A$qXd)U06 zNWO100ADR2vPlJw@KDxz!QSA#e=d$jDpciwkWW{Isvx0ss zJNq9|pFAsTZC`Qq7{1mRAC+y^xVt$XV#fbdNc+)p1q&jIM{V)Ig z93ZggjPCtQ?*0to?&+?TG2sVaaoBnIlHz2tGNN)abYx=`;TwDLl`j_h0t?mwo?7d-Q`9`(@LAxo>c~ z@`HG6^s8U)+b^FT=2LHqHppK-`$np?xt-GZ6{z`_Jn;Xv&;Cye_{*mMvg!XzwE1Pz zf7$eZf|QNK>HnlnS7m!HX?gLEiS~&h18_5#PRKXC%`4H7v1dRg3HzbuS`(ZJ`PS1M zQj6+ze_>MY-N#9N?;W}zfP>g&7OWs^lB)9)rp?y~BufgP?;@+MbB}ooF0gCotT^m& zCN}SjdXyZmjqmGr8RF&_!0biFJ_0!uerb4%F-od7wmUB(^C;Ae%;oKtf{@^9vzz?| z3&DM;mwrF-Tn#jMte3YtSskJK1Ejf=H*$*Da%gbVKJ_en|MpozhZ}FQ$1dH! z@jFYR&a6PaIS#!vRR0r@j|C~Sw$TK#YlUKK=yq+Va$;Mvtjxr#NBY6qv2Q5*1h6Yu zE>5yyZH;rj2E`P)CiXFVHTu7(b9c-jrk$e6)`L9hH^I)KL1H;gu7qQZRN}O|%4K=M zU96zB>OyHB%4)t~)8huTEN6FTZqYav4!??t!Z&9BBNz7A(|wQoP@D%Xxi=TWw|FpH zjNx(ez*3^-+Zlut)r8tc6@KeeDr3-P46M6U$uy+@fJVD0(wQ`_Iv_RUzbPe7gj|V` zn1Ea|H`P7Urw`>mTbb>+>6Bud!Hhz@<#(Tf5B&NAWVQ?C8@#$%%+m|x+eG$BG<1R{ z{v~;Ud+#~0G(VRf{yVCwpc|`SOwmP181+`ygWV@WE+~5&C8()=+^ZelD8uKEG^d#& zYIdD5y8>VR^?L*!iWCEV>?aN~H`|b{?>w!fJNw>Z($@>R@P2G$-=$?q1Xo}rDk4hB z6w}K9ER5IcT(KK`m}Gk&dw>$0gNs!qdtKr^Mc+y(~2w6`CAc#wMa4`k{0Z4&bgD}dh<3zsi|y+T0twB2^L{|5iv z*l$!o4Sr+(e35L?;QQvwD+bQW4D-F81i||+HQX9+n6+18QWJf;&5q-#nW8;u1q+DgfQ7a$@XnE2B`Lc$H)v> zVS$DokQx7R$ITBi(eBy}>hRAe>?a$G3+>lFnh!IG(qXq^diZq7MQ;=+Hnzm#+IzC4 zx7`6&COst*5BURsg7XDRVJUZ(wUrp34a zFw{@)sB0$b4klW?c(LncZCv`J`|MTCrsZuD*PcOapjgrN_d|E0XJflC>Z-zsJP zyK{q-RQkXc>L2SS1Gk^sI4vZw>%TUBW2xRiBY%|8UmO2R<2Mlza4q>G%f=_KVg3V)g%m8UJ$U{$IIsTi%Gm9cgnq z5rZ7TUWW#SLD1-X``p^MFcVuZukpCBiW0Ylism?#%0SSj^yrPw%=Qk%%2UMlIqRxB zJFawGa$y85P;59PuWN*>NN;{^+Mf(W83eF}{JRdUb0Hfq?A_{aTQnYT53X_!FtjZ^ zC_h)l%A?ZmN~-3v^E=@%lG@bYo{1^L2PiCc?w=~f^@ApM&eyGNKTY=7mGg|$M@LF7 zz4hHvc`ec=v{k@vZf#|uax$YlCdG61%eyO2Ri!^_<39;!_^}(i^6T0dHmy!(@JV-H zf0dWd=oPKt;jCBY>6R{Tc3C8#N>=WrwxsZ_8wG;_S8g*(3pVGrD2h+z*$-BzWwcpA z4W=p+FTAn}k(}-ZtpT|}1IXT-xt^`YpuvsOn)kg7kO{K3UV>ku44^R9$T#1Z@ydk` zM5U<9g%cKrc2{X9Npqv`#1!{bH0$1SUNh6j6D<`SbTSwQyF47)iCH(kY&+R$-&2n- zS@ERJcuklpYw?v{zD}zoGqZT{MRlB5;Or0|oztbXmOumI!z&+V+agN-3UEPh#LzDK z4MbgELAhc0gmu%GmI(CqKhVRmo8JRwpv#PY?#%M%uj0?YjP+63m91QZ`bkuRrp*@w z7a!>gZ1q)Bz_w;~7<+u1exl{F@+~Z|9A8|nGQoNuMZymR+T?W|Dm2mM$?LXCG2%}? zUf=ja$sy1mYAtru{L{1ac#~=O-nhd7uQ&;#CjzbpFgK8xBe(IoUM`sbB&=&_*b@nQ z`-pKn)Qa2KJvFWg;^6`feu`cz>c5{GA!r{Gx7qeHG<8euCX0~SD@x7V& zlw6(v1PZ@fgGA`!5OcnV{{Ia)L37}Pocmmn`4PETG4B_yq#y+o&o^fGaX(_+S&#rxKGd>4 z9(a*@$o4R3=HoC@`^=Uxqja`{zS7uZnr*j;UgK<*<~Dia@^Gc0U1>;nT1{KcTiuXg z&;i+DF!nZ+P)=3BWG&Pi@}yUfY&43v;;(cOK^Rw866m>@&)7F=3_x=x6WeYW2oOGh z=CTgD(xLLl0sYC|yv}?X#s_A$`z+$U7InwH<`?f!M#|8y)s~%obhyD?w!OCKg_%kg zj-HS4%KLd!FYJ%qR*-Ta#_G(Wwk}Q>n?(h60-l_avny$uKj+4F-1O|_NSnOv%!oDn z{Pb(}Q78BV5bpS!UFKo_cuaYDbN&gp`L9PE#~M#sM;*O#a&T`4y;up$km$)%K@tt} z5)XJ4iq3Wz4~%x21v5g8TPx%+B`uSfHb%0XACz7P{oF5j2)NKY5G6|0V|Y*faf)wM zk5(yQbWbTUqD!U?ahm%|`@@HOY6O2+jYT&w6GhSyigmhJw_|yb8N~s$SRG+7u1Tb4 z7iBQ3ey|;!c1|~Ywpttm8hi5xAl>mhw(J2Yn>u9^#38=V6Ck5lPMO=nh(En(L9E6A z#v51cziLzXE%eIT@|^$bQivKrRGZ^#vz5XGuMXW9e>{0wAu$&DxX+>A`-oqdg%t4` zZ}~B=+G(b97|om-iE`m?2duY)?Il8~%MX)a5flVjLl!leby4FFy9*|gQ%*7zXkqWj z?R>~1CtU&>VD}YOwW!IZ8IFpX%>#@TTLbN|Ma_~c9Jrl3uUx6&aS>@nC|0&&UV%<) zsrL5QCt8!Pe0l5Z-`*W2d+FB4gI9*C?s|=f_6d`7IbTnzNDTW)Qtm=qUPgqs8{P$r z&hV7+TVZ}3oZWY2-0R+wtC=_L=K-N^Ji)txt)KztvF=vax6r*;+Pl<#FjxQ!c2EIB zt9yJb_BN-umS)ZK6AssofAQH;@y7gfgsghnJF$}4ilbhuiv|Zvhq~_y#Bc!PcCpK2 ze4re)4Ep}+T=x<`?>rK2aR?g?gzTc1;muxEOF%npJtlMMeKB4bkHNVbKFrHc=IfR( z@$l?o4$Dy3_c|N*U}QOw|3SAL!8>MI)g5i1FtS$8q9c-_oi&onY{yoyO)=-1hlF8F zS!r2QmiUg4^Kx%$DLG`UI1O0%)X7mR$)-8q(nclHO- z0-?IG-08MW9&~e>4_)dkf`sbhQvqFfLeGtC)#IT3CtcdyRCWWC!)Se78!kT5mJVtx zo8G;2sxp9){^=oAtAVfbffU)?XO(|kP7ReW<8mhp79}uV+o{@~+=2=v6jUzPylU>i z4?X2C>3PfC>b@8@ZrwT4xTuI-dLBYt=xvLS@>;O6EB%3J_#hQPssKASuCh*XQno`j zoqy)eMNAe%-k?4W&W`Q?K&Cs6t(FSnKJliJ(`+C;Xqn)#Hdo`K-9C;z ztQqeI&@Q9Jnlqaw9W*tb1QQY2in#Ep|83D^ zI+rLA`pf}u{K1U5d&23ob0=mpE1AN*64atOq4trrlltsTpy}&L>rb2+a^3lWx6h{8 zc?oy4f~G1qeHSbN7!M{T#3WBPI7iKfm9Lq10*2sFm$tqkMG?!LVv6?}s<`Xhx90lY z9!i0f!Rxm#W@bvR)8VT#l1nJ;c#im1CZ;RDFEwyGFfKKTM?b^TUs*H>IJ$qXGKrU< zO>4;A_|f&QYDNS7m5(oT)VT829@uHfc%E%mk!Wu3%32LCmdkTh|3Qp=D}ZRhs|$Rk zeO(5;WTL?20A(~mtb9}t;0WsU#!o-R&wv#fe7B8{0s6FJd2aYAzJ>|(y`&E_@pfAt zktx?tM3qLHHV*zlFM6HvQLCIz2)?E-G)Q(LF%vK?9p`Yfnjl7TdsdgAa|%OfU*KVs zw%BHrty&!iottG#by98u^&A8)Q<`@3{`BcLpGEyio^>$_a#1&{_oSiD>?-WyvMUh> z)CnQjtj)Jh$?s5s@;KMtn+B6AlPFrMQoF$i6uxErv!f>4`Muj5s-mxYXX$p+8WJ%q zWv#Dyrd)2Uyp3t4XpADAH$>@RUzOJuJ?SeWTKN~qvq?4gTnzp& zBSm+sDEtV;$7tF=l?=gJ-F!Gan_@ypo)zW!i(AwCqq;+7F2D6@pFOW2$D$f_TwKI3 zFV*Hlv&rxpFn1ze{ci*w6n{-MDtt3#`E(>w-t88E&bb`RmI`c#$-t6xZbx>#tZ>O( zHCIaRH#Y~+=GO0_bhn_oWk%W_1$W2i$IO*o=RXQ4G5j9Kd$S|1Y}P`!?bN!Va_(cf zjSTZ1Da~-5fxr?}!ew?T@-yfO*p%9p@2>cq-Ms3kLvS71b`)#9!j^AS*57sZTTWfk zi%xlxmu{A~`;VM)uM)_#Z#lib2klo@$j@7bbkOrXPqOLqXaJWjEofbD8z}s~e+Iaf zgCmi4qOFBC?6D`Kxf%}#C>>IbX!UuVtnfR72h?{s#P}=lNV!2GyyQ=oatC#&o9|{| z0$?cFUYh9(%cHM~o#Q^`zI}3Eaqh0V-)GU{)W*~~eEOaw>$*L%Y)R~N^xG`&2<->x-%XZKuJeT0Y^mToagORuk~VSo3Ws)6>h3YAm zK3h(>G0YG;Py}7;MuC85FVCgzpE=FeQ3M%FG1SWE!4@>paSTwGG||EgZNkb(*$)5z zni((6y<2^UI^sQYr~?fCANJllEUK-214aZTL_h?jr4F&vn=ZHC!v_Fn7B`?;UBE{iR-f1#|k z6L&2o5=89E_H0KOCJn~;;^#OfkBOBkGr69Ae_SFqjWf=%<~Z$r;x>o!^%gI#1mM@k zr8c=`EGCYJdENA{t)A|ci*2kGkF8OQwQ!6y{7HFRC{Z0t&^jzAVtoy z^W~{3kBZbttD0x9UCd43x7p(~#7uy+Z+7UwEGDCfDb5K-f^_SNoiEFXtsd4abg*yq z!jn^*TQe2=GaZYU`vgV-P9vke3>}qAU{`9HdUmk@zEeQUi?;evnj=l%x^JM0jtlSZ z=3CL@6OnLN)xvwXe5n@#YI-(p23n&A6UU}Ot{-vl8VRn$PL~)_R^Cz5yW=j1tN0z+h-4^Gw3AQt|X8CT~ z5lnY3(@Mhk+x4u+rq&FcY^c!G*Y9Fkh|p9OQ;d-AtC1>T%Bw4K?P!cyo_%AUX*qN4hGN7@n)=N(hA&wAxytD zqGS`LASb~1K2o$IxzR*RWtVaP)H|t*dW-Z&Z~&S>=nL}Vw)tBtP5k&oOfuKzJ5>Zh zY9_d)tZ*3SP0De65V^lm%@k^SVz^oN>`P3b!*wl%cAlE(5gj5{<`V#|0Q1LZAbri{xX3YQi~&ITAM3M}Ud99kbwc6CG}*PI?RC zu^w`5djNFYEXkiY=QeDO8g+Gv6FX)aOMUiG#3`9x&|y#|$sDd|cP6$&aD<&7+L23JDTY?Dj@Nr#z>L&Yg{q#WyO#3T?xp?LDJUY*K?rJR#dR*uf zusMiq3|nCqmw1VcYYRk9rGosA3$!I?O7;ki){@#SnPZ~qi|2WF;?qrfRNfbt@0B#S zh!(0%%&DWo1ze#-3=WEUd15#chzkuf{&J zuzXi|@OZ%}+qZ}eQHOcnnm}_WZ5_w~T$V zn{5JQKrQ_Chm-Z5>9r-^sHX>ZO|0Ifc$&a2y-PnxtC&T@=Hk5X%CI*_y5pdNT=RvI zr?GK$i`5NY$iow)<%>@iRp4tXk{e2~7v_2HgNTB3swZK)6yOE721*?yH+B*D&QXoq zLE4UIXG>R_@%pI}8YPjcix$Xr3t7CqG}SCRO5hu5^_gSSJ6uP6_}w1iixj40yXjN_ zlLJNQxIPp+=4ERg^@E~Mn09U_6gFPZH6H))bfWkD8u>Sha}+7o$$rely)<0(yv}<- z`4ID@o16PaCaN9FwA>smQZqy;k%fY3E%8o|Gdn7CMZ}Z&dlP1~E#Bkb+WMG2)59{} zKWH1cC+IjhYm)xAJbw}FDChunx$8Wr5#$4y2!f3J?kKCNiqh3*ug!{G_qLzVm7w)I zOoW?>@yznht1rjU?48-Lx0LXa^k*7N&yX6rN?~@=b@36+sJ7hhlik7HasHy2l9a`_ zqWhMg5`2Z8m}b5?A{&{IApZ;;ZM#8XXEi;2VP`gng8bQ(ak+121#~bx9X!F7G9hQf zvLNlM+w}|5hw=`hm# z8r>a2568hmw`q6{F>B*+XYb$Ne))+*er5&u8Ip?;9R}`}Mr-0J5=i~>2y2TLm5q)R z+R`rrQ`1u6mCici3k(+s zSzq)ps<>!2c2?}KY35~30-?b56OGu!e_bSDp*{3Lf+jq7yYGp#!qAs;_Ky=61I4^=4?KVyU;B?3cs5VM7x1_Yhtp(7Ax{v z->Wmo$rP1z@}~0uz_y zj#h)|Akaas4BnY4W{|LsMw7CszwBeSaEEUN!Rs}8)a?MY!Q8GAZQmMo>DKaSeNoVf zYEu2#On;|KWKSfh9qxG0=HI2{oE>||OkgJj!fSjQ?HuXp$i|RI?UtO-VdvL289fBY zS$fv?cNXwfG%dxW=PjAzoA?KXYmn?7(Z!Cwn;Ug=1rs|p?eP5x_;FBWNHHib-lFoMKRQ9b@^4`5F)^RMkbcug94jCOw7f5V<<$v`S*{dlwvvNWbs zhhO+@1*35I!o&@Lvub4+)Ew99O#BW7`&r8dP&$JM2PU0cCCPW6F!#u2)lGpM?G(rv z@~=9jx!pbTfN#Kl)p&7H{}6Vy9oT+ zMEZhn)uF>j9(%JFCk`n@0)X7cotC^j(d)Q<6L059oJiBWcI8)gs{lN612S@c#W4*R zst0%oeFy_t?5&2EXNMqQ&C)LHHN2Bev+%s|=I2Lw@w4kD;#H!Yn_K|1hunZWFcpuT z7RvaqY}9&_x=(#daQ7r)CMnJk7Gi3O6cv>T;Yn)U%=!dMhgBd`IVA@woE@E;<&&16 z(waX2|FFM(V0;q8U@>-wjNy+S!sd9xKz~{kC4#Chu8GKQ<<(N}u1iEQBYX~-X~(>1 zD>pIxK!xto<%bN{=x%TkBwhE6s#AO)LY|RtoE&)4$VW+2j3u4c?ew^`5?;_piX8IG z^P;&}Hx;Lkm=Oe!E6~1thEx+8j+nWy$<##4p+^>DbhBNytqOKsi{Frpjuou?tC%>h2DDfil<%{RT+1Mmfz7UFgimx;m{{}1?LxfyrhwO^D8Z)qT=_l62h#c zk~j0QsQFA)FMt@4)pkY|TYq)(197N@QN$Uhr<7LjX!Xr3fofpBl?~-f)76Rg9jbPB zhw8jC5yAqRw%z(gk)FWcT%fe;vm63zTFx5bwuAnM z{mbFN65c#t3+rjQ|GELEZO)G5>jATVS)eJGL4BLUTbpMEA26~>=rw=i(Adz9E$-KJeh zq3MFt`mExT(W8;j0cM%tXZEV8VK;mlxIIa)-_>=#jSS|zeZtR|STSBcGU7sc8v5<* z%RR|ApLCG7*u2sYJli(s_^7h4$hsPYspK7+)=k&Vtp<8bGPGKkL14tz6_jy1(q$bR zlp$%VKKTFEIJKLuBB$_89&wHW>sD8B%|G+7nJ)sov zdPO;9d+WVoLF`ilCy6FpmulVkOLO(49m~@S84A9YtW-lVlGQL1v;40_)sdHj#sb(H zM)|(Q)VS-|n>$M_{m;&sTPm^(#P<&yq^+!(XfT$vNNtX7?28d)qSI2F6Nw*asBOz{!Pk)2=ejg1Dl7Fxml9Nh^*b;c4<{mig4 zJpgINkEyXM;HxAK>Xd#bV*-!)5c}!9P`sEM9J{poNuIf98e&1Ds^wHcGP$_i$l)G* z=lSXc^B~^(ARPHxQdzPy&wd^hr%vCWd^W3M+{jVkya|?tGG69Yw!M9Q2C!{s$rL;v z1W&G%Ex2%i5STq$qrluV-Wgp|WxC8IdD++r_ZdQzbda&n__*yX<=MTJo0U44FC^;C`b!63JeAg ze6l|XV$$dch!DfK(+Fuzt$SW)q*>kO2XzNnIF_liD%K}>fOAe(a!U!f*krlf5+{61 zYiWPHtlH1eHEz45*X~%f$smDS6!>bj=2vl#OIE4)aIS5Z_B zqtAKC1H+=gX2H2);$2TbFX4Nx(9iyeMcJD2oBeSrD2`o` zW{gZoJFjR}MS^j~4|3_MMhRggtTAy$P}Pw=nn_vKtNwvxPeJ)w+P!K#eg^EOTGR5a zafjQY$laAi*gMy|SIwB^zo8(0JxL2t?Ul+=%lcSCUU10yUjgY=S> z2~;nvH-?6lTxRWSV*6?~c+Z_COmxG4`w@%aU25fLH{-W03_IaA=6>AftPyCddJXtD z)Hj68Bs$^lZWvL6Bo)X68opht4IhHylbcadaA6f^=UJ*ug@1U3cl4(Zox%6|zQgdk zx-KZbvr)C31F2v6H6`rV-HX|g?5dfk*SenIk^+0x{6Mvx*$Dl57!t~hvy!g{ssnb8 zb%3|+fWyR<#t6WiV!t&xA&PW(4ZQUBsK0!bnnAeIdfM$_N#RB){n2l^rE7!;=24l= zV_}j3Wh&eu9ptvkR6RLe2l(n0OYcWehI0?3(;Tin<2n{4bNSi+@ZsT|wV5DCd%Y8aBsU3N&qn3-z76j!<;bLo|jc)^=rUp5zHzeixlE zFpIM3q)yA5BYy6&8J@M{Mtz+hSImTi77mbyJ903(>*K!fA7T?E-a-tyCrG1twY!iw zpSbLfPBXc>D?7zkQXhPODd4GGNbt(d>V-*n>g>_*iG8!@wJ$EpW~9cUUsoV#`MP?* z>0V=L6)}psaA3h8N8G9!1?;9zB-8eOH9mz1Sq7eZ2tR^DTU$om$fpDF2=0OTWGrt7 z$QS7_y@^>uxGfG~K$#5d)4+F^Zh`Wg=ZJ>TJrGuSvXT?4Ysh%nPe!}r*pv)hMnK^X zKy;!;&t<(Ql{nD#YjZ0cn+B*6=q(U92C?xu#C*TPF6QSTI}dD_R*5a!j4K-%kKKG zxS60(a0oDEOkSUbN`0EdJ{?jwrE(K7E^&UC0x~E`P;_QA_mdnh6x0oGcHo3@-oEN# zl5&Lt)UWLKwW&e;{YEqA41=arUOmT##z;wjF#bgY*j z#x(fAXFZyqXLcShwvE*XElq@qo!YgKu0xI#5s1hxz0sY?+qF}bW~Unq2u54mrt!je zEQ2vls!*R1VP9YGPQCy1J37Ki0>kdXSkmCO?|Bfa+aQ*IwgoCQm!17>ObS2^Ix@*Z zt$F|E;ArEaMz#XYU_h(r0xtf9EGLK`AmsT8RHM1!oQ8o%&U5BVqz@{u*K%VE->Nb) zDBnm5Sg$43c`Sy1F;}nA(~|(gAE8Qk?Re^jr{2Sc(R%-C!0lwcy0qSF;hv@kfq09YC?4XH_R-6oB6|lhHsr zk{0~=uxDcZ<#3ihsHc4-Zf3D5Ps@XEpt2dDAi!8t*WYdMVuB=^zI=tU47 zRD;w~inN3{;`P&;- zSINHwRyTCpGu&Gp+DAzun{kKwUrE>1Wqq=-26(E}>59=~m6CFpQ|py4?}=6QL{W{uYWNhmF!|t|cm4v?d8Onz zFn>dphw)R}?lVq!dWu5X>bz!)$j)pgsQ!D}T(;n(6B}wH;MOegj+@U`3 z3}#FOMDXF;HAZ;Yur!sioTl}eI`Ec>@s-aO5<<%y@*;x?Rt6gDCpNc5>TjozbsOXm z^f1~>_e*c^YKcd)T=R($JV#T-!nU)gKQiTv0y)99;h7D!HLF<4+Rh?7CreIII_2dp+pl0E`n0H-a2n1IPQBcKw>osUrqUs$q& zDnE;$yu#p{p{$#F^(0Y7@&`So=#-4|VsZtJc58D0r3?Wq1fNrYbzd{jq%&Q7rwrJ- z>cyez>R8FMBCm4A?M%bpfEygeE$$CJAstVqQ@Z~V!@st{Ak?DV;dN)3s(7NddR$9^ zcHgZ3*H~QlERkW@CXqj!2YMO9qRKk=xX=-f3KMeCnC_MMGHH?C)dXp66K~czp~smw zAL3(&u3h`oUes)F5)v$)T^euHkAS{^#JvyF#h^@C z4Js=^XUfShL8P9|ISaUkPf|q)cf=S#e=cWemz5WfhsL9G3QU9!?%q8GOcy)hoyrG? zWDhqulMubvTh>aY%jLkP^L zZijXPWr`OJ**1FH=G0YvYPAb%=DTHGRc>#CXry>%;9hUv4&+^Z=}Y*f9R0V}BIwXh zJn;HF`7H;Bat*-j2^X}%$=a?1VL9$m-WgAecfR$M5P`l!p)A2q_~Wd?=7~Pzw7d=} z0;TY0)E6BeLrl=!)r5MHx${i%HT)n$Hv5G}p^ zM5(d{h?qLs4I7fWlp7pCq<^eMctr*x09AqN&rO!n;XTk5fiITooC8eDM7YrYtRh!E z(}Jw=s2*=~!PWe`WPiUpXrm|e@Dxo8-=$w-W)-FCkbD5^!0bS}V)@Bm%lG~(CL%b3 z?0vn-gEUt~I)Si9{l=ah*3ed{*C5;c#)7Eq1% zG1cR_S=RypRM8b*{XjJ)3pgXkfK8`X z(jXf3V4)}|#Y(Z$uW3>V*}gA(C1P~q+Q%!=ZMaFx42N9!G;~30@fRCvLS=T8&t0&4@2vyqnxc2a2wYQyBvV7ePHOUvi z8o5pactr)*B5gD)!@TRrV2x-a5wqNTM!NyP&KvR-n#Y0wgOpT;a#xw)%+Z9_I%`kj zi5K}ze7)z448@1H*XJ~zJIEYRAETNu^=#aEh^ZU2GHW8O#-7pxD5Vjj7!NC2dVyek z?_#$w+{N%lpEW;&x8Ds`zFqdT9l`n$4SK65?P997wFDx2nVbFE4(A`6$>9#gIeEXW z9bh+k+**En>cUs+@{2%M<2|kGqRXNn!!=V(DAZ4INGyxbDR>!wM-AU$jLIiKO zhl51u+(s~<8$g*<6@X-@AP#Es9$5v%zMo2nq%OV>%2QnFjIvIvA0)&~7~ACk(_sF;I=KfhI>fr?Ym9>`z!wuK{KZ6qpv5I3VmJt54?)=B z@Flic2T!stF@ zcY%g!mUtInPKuS-&NU=cpIkVRa#S{Qe@us(xg;%-3uAw$0x7hXxH-Y4Y$ynb>C#Nd zntD-C@o3vnB|ic=qg#N+bsW_7GOEJ_tgY?>b}v}SV_AaojJ+?W3ZJWto7>K#c$H(+(&<<|Vhw z4pYoa_)&*XG{O08SfJF$k016$Y%jyRQ zM=70<3zm9@gRUPkH1z^f3oESDcgcK}JaVV8O2OPiG;w)e2bp~V05n+FYe^oJI)^Qg z0jvc7?jmTJW1*dVLaL3$S#J(14U%VZ>-GS&s`=Vt4HO)P)w6IdFQT5!dlobK#-7Bm ze1jMPRM-aKki#57@w%*Q3^Oy6pU+Bqsq*q>$5YBoh3t}xE=pLOgo%n2h0;k_d#Kjy z%vmra49`*Ob&$Dax>tGV=*b!OE;~>*b7zjQf2|9b7IX!fo4eJ(eVRd!fjH@)z`o+) z+fdmoL_;Btzvw+zg>5dYb!Eg{#D#+)X{^&Z;PFg)M-RfnL(Zo?H{&Ncp zq*Bcqo(~2n_?@$59~N}%E$x1^o9PmGOzafkOY~j%aRMECpChj3STU;ohef4hI z=~c-Jm;rPeU;g5nqJS8#uK?6gD9{Q9xH=pN4v)AA@N#0jz|_m}qB}kUyef#wQu5}x6D<&mp zOV&5Bxila+ub+!H^<&1WjASx$b@%F&!0)Vm@*DfFAb>P2Ig_WRWuO%D> zTYy?Z^Lx!HBAl1&(FyB0;7hfnASRMKBcyg0#9&xPtXCOyv>NFkuH0C%ey(X?56wl_ z-Az87QII{-G^Fhlbq>Zz_?0?&cp8l<2W^9vj6gd%QVphO97eHSPdT?3%|b=tt^jTn z`glC0elu6JVyrxU0pL~;UHh7TYx&-bis9Mz6ctr~6P#!v^0#eByF%jcz}J8OQ|9(` z3bSh;$dx@inVub3)+TJl*V}$Iks(6LxF7t1AEjI$AD;BN0yF1N>b8&DyNNj)rbMS$ivT6svqmV7>CZOb|5I19`{ zIuBa4Y%Ty=VFOtN#Y&^je)eouJ9QTTD9>9C*BB4RH%<5jSb=h4Z~Tl$fTJEAtSA4? z5sJq&$j!Hy?rFInrSzE-WJ7q)s*uHf9u;gju{jyzchd*F*2c}+x1WQrpU@fkm2BaBP$v&G?g9+TFn$pxqBtYY8w;R~LW-M#)CsHNzX#YYGPP$#C9A?S= zZ+C%<(>_32c+`QAeH{v1L`A`huwmZJ!Xr<)tDxoti0cb&9d@o@U7bn5CIpDRKgJ*)<%RPWZRRC&fg6rl-k= zRl3uc>`L4UCf2%nE=3Wb`l**B&(IWmu6-B9V=)kTw9`Ta7mVjm#O}64Q0cv>Nlr;8 z*Bf(F{V)M#*7(AUuyk~()H9Y4u0|wxfffq0oku7Ju^=++5H`_zm~D>{HhnLjDTv_B zN**W|?tqq%QxKC{xlrMg22fmPan?;9AM@>VOwVd#5jWF7V6VTxrp#zOGkq;?Jt%J< zBwDfRR?cjWAn=j)^;EKeEZky~g=@|o)A9!`qDbMvF}?~utI>CDCLVA;J?ZE{mh8LX23~`D5`#pX^Ygz^1ic|rX0SyEdI`=1~ zUj#u8tw?e|M7BQ!+qinr_k+BY=cAO1l+;@T$vgp8vj z=wZF=e36~`gXJe#T=>K3Ld%gVfQ$}~x=KcbSv8!c6@i$`nFEe9PXN#-R4@x!O-~F7e78M4!(j5jce8eHxZrdKF8S| zQbMpNd3heI`Ms)IaI4u4XT4KTLIw@OOd4HB9N6ZQwnBOeENGy9rnUf~kQV<{2WM`$OwXBw z+B;8zPd$$Z{ZbCMCR^Pqc-UiVz34e_ycRoJ@$u}VjQVF^f|C^nc|Dt8C?F1M&4$`u zfe~RV1;(c6ail$aRz=(#K)=kUPAX9#0eLSmwR0Wn7~Awn1D#OO7K7!{0JWlJ+Ajq} z5L#t8YXKFgm_jvgO!v1eFerMqpUrxUQ+IO4LurDg8){SU+h-L>C^~SMxgoF@)1oKf z>T?(Rp#CW{y7RNo8W_;<%z~L&({#l2X9F3~)&@CQh4SQ3CW`BHtH@!K+$$&_ffC>| z7~ln1DNznnjF=SF@@LZk5=&lbO{s~7QCvV3fX%}SER2dzu{u)P>sBX7Di_rzvt?CD z2&91>&4&y`chsh%IhPoi*j|2uEFa{4tlY>y$v|~KysX#q0&GkIw!|LNLkvh#U)b-zkVl(9teCoc}PPNGbS(k67E)u6;=P_(Cvol0oO0ore0Zg3m zld4rJfkS+cqm=hxc^0=_58k4k5Jde$O)YqSmm$HINZpK?mZxRx1U}=L3xb#;+1QSv zE88WNkKyr{ig`C>nt)?vGh0b78a9mWFb|40BkBNzL~gPffvVsbEOf0YDjADAgUE6^ zYo*&Spmuqv=Z0LNpdk$65q1;bQP)Qh7uQ3L;fjXwRiB_9*W(Haa%_~>V<%onvtvV5 zi{~CyT7VwR+Nbt<0wf05P`j7snSM!(2HAZnF1sSmoV!gdc82Y5ZDzZ&;!h9&SZxy8 z6XV4WHP@YM?2;*Wbcqk^-87ZC0xGv(z2P0@sOw)m#KoJq5Y40;onkL@Ho6EQ2Jg#W zO1oIBBF4C6t6yGgUKDV7vaKvnW!Ck;zhIrKMc3aStiO3q&jjUD08tPkRL4dE%?1zn zq@;Jw0U>ul$NHBJLXURQ?4CfiyRYtj5GU2Q+4Afx0|@40W2Qq*ueg~Zg12YqrwjK$ zMsjN+yb(G2c5^}xypT_V%-SBI1m$xU?R%~WD%&nvs0V&ai1mIR(2JzIjv#obhLS$T z+v?o*qwk(8?ODIN&yjWF1E@JX=Me_PbG{)^@sg#~sjuARz6TmHo|yL+D_N;qALO%! z7ZJ|waEATdhzcR_X;cRW-}a3yRxeK;HrdlG$a#HVQ_?Dyy+(@Ol2!N4m;6~bP~N&N z1tOMRbl5>XQyIpJ1rcg*L0wRwd~f!oB%r(&ghHgQE1`pro5O{Ij;Akqd<)gf8v;2v zm?jljJ!hdFa$pHrO`el#-n*nWLXPhh;H;I2%I5VAyAHQlXygI3hZ&-qfyOkz!Jq<7V~Tkz%@c$=6%e<) zII$X9DUhM1ZT1UUNHM=B=8=$01&P3V2vP^L!v0I8}q0!)V3>n%*SK~Afsn2Fb_9o(CG}|`Jmv*x<;hW&~kGlGxxqt zG!%^q;6CGR-3CW6{ zzfBKuvIquOb&}RW;`0QwYs98b4Y#y$xGs5T*Ns!$2Td8E1MTR<42uJ_TLum%nWRZk zC1`qikrkw89Kt@u;`*f0 zL_=g=aWSsW_m?Ode%R;jP^AwFCZAv}z){Jfs2MF+tu+Fz;L$1>+O?P04&Lsa8%$=O z%(CaT1fQ~Lz!!&YhVXHHxqp0)d>}r5Xn*Q$dzFXPi3dG)ShUK*D255xkV}WKVZ=2& z#NY54=;9QYDjM5VjxqA2w+ayHqDjfD=t%As8HzcTtl{GDEN!|y-4O3w7v5q%uH2f*O1Xx$ez;G5OWwYYR*WNdMJl{NN-hQLUR zXAE)}4>vM>X|S0G}ii)AN(YM#wOwPjFy{aJlck#{v!SI7>TH1)Gkpbz}yk z`|s=E7Bw|7Qn?r8!xjMkg4d~OEt`H*L3+Z+z!qvd2RxIDlpuJ!1rcIQ8q@^`v-xxh zzRpeMN5;$!EKgDCPR|}Z;L*=!nvzu{Xs4TKq!%uh3EAM@YR@2@Z|VG$Fk~k|#e&=! zVKfiu5Rlxp!mGg7at&ZKS6aPX@K|ZozprA+=VKi|^^DVjhs5CGXk|Yvq}pZggG^{3|Su>xmR>2F}L29)00VA#w#7LrQRzclNCS8b0Pt6{V`M)6$Sud5uCJEN=&ln z2!$zuEin6<0Y$2kEXt*yuoM+4;i4)Eoqc~<@yeUbi)z&iR4tl{uXqazeDP?;tv*Uf z_w$(@G?~N1F?Khs#ZSq8fvod5o=xmsdFA-%1_?^*Lm8=H-Kllf*1Va3(44 z)$GmaAaS@2nva1DS=%1Dw_&X_vH^N1%{_=E^xy^N{Z%X}sV|(M0$*zR_Vlf}yv}qQ z1|ddRloBSW*5)h%bsy9A2UM6x1VoB~I<8v;teCy^eGOJG|FM&e+RS(Z{&Lw`4 z*IKjQ5#BTqJ!9zxE?c@K;N}#;k)Xpts3;>#PsNY=;^ketmf?&OK_)}F(` zF;HyDC(-8x?BP6E>f}eTi$F1-Vg0y}&Gbp&eare{7*}%FyMntuW$0A&#pEr_p@tLR z!V=Vr(~+k zlq;s7ZTetY?_Vc*WqBwm<(w8Yon>(HljJ0?XUCli%+81A&9J& zvzOuPfWL9m!FYdu{m;yQhXwz;;z0`bN9z7)+4*l^mf4s~eFY_x6`9Yojc$q(5=8u>8K`nlzLw~%?A20LA%lt}1 zeo&`BUgrN>US?m^Y2y%c{S9iIU7;z4m)5>VPn>%G_zKUIuWsdIgNJXry08#Fczkt3 zZ&nWXzKA#!dX$Ntmf|ovk@z#LBZoPY`7ypAl z1H+84oJKR$RB0~!uIu!-#hmFf46XIbxg5!#oErEWukbYG0a}!$mcR&VAIibY{Tsv| zjCJS`j410p)7OH~Z~P=mt>}C@I{Je;o3W?=TPZ@94g&*CwuUS8cS{k0*L7=?-;nCK z?0#NpMx8L-DoilaCZ6v0|F(#8;26xd`87_#|G_|mN+LEX5TPOd2UFkob^hDzf1T`H z4H(+>lFql2zb*6MtuT`&5TVC|Xz?gJZhiNKUk}@A4rE|XnA+RXe6^CSga?b2;tV>isFbO?nB3BQJ&cAI7fhe6H0=F~m9y#xV z`b^)6$*&#)VT+4}X1uX|it2xoz{Oeo>lpO%cA^aMgQM6BmD%bS;mXP$~2h#GhQ${bdnN6*H=i-`vvs^8op z+er{-SBY~n9DMZce?PrYeNegNE>4+mdWg#K+bKyP=0n(GpR?$^_tfnl8uO!%{reMj z+VcSy4Qi8>k0o@R=31P1Eas$S-8aIsu1=(ga!46Mk{E>YNvswFKYg4ZhYyzjoXEWK z&`_EB-+>H)I;>S@?KY{t9zq)8J7ESmH`^;g)vH=Tg zYi8#w4tjYbB-!RCj!ovb{DXOJ;g4)le?%4i5ZQx3w0_3l3|!8Wpr<6C6J)0Bp)fu& zA%i)2NB4S!Mgy11XL;YVZxc|THA)Pf3(dxmQ})Sk&b1HjDsFszR8(~!uRn3({YtV; z|IP>;ndwf~+6Gq%D%3QivJ1-Hd*isF#(LBr{ZE2*?qOw=jOZ)E$wX!jxzpFfD0>WuwVfbb$$m@>T%epH1Q^xsCi*ERloeLuPdF^9>nA8vk**X z>Jv&_6riIq=yqz)aBbQWO_84r55d_zi@jeTn2mfdIfJ^P(+FFpbE&(<>aU&}brCYp zpev|7ka}drwaE-!PAv>WJK%l2AsnD6ZJzo(*ashd``^zl zay4~Xa9g8pbtG}CICaCvUs#46h!^5GmT4R5p1j^`Ga(MSY87 z5O{_5_AKgWztW>%u_!jR2g=l3Z_%hwAtRU_fMRS6*qXjOZuiIM`1Xl6bF14q*sDE> zBT=;))+(qQU(|!4*vQIoe-jMReUBL^i2H0-^tS6^GF0Ti2EYOB0XO}=U+Vw-b{(Ye z&cUPu5X>1Rik;dzZ|G4cm zpbG!DS^3F@Al)-)!ix+2pYIu1mT4VqEP{q$1h`S|sI)HHPwxAwSg8LxWsNw7uKu2G zr$x`WgaqaJ*&ywED1IITW##5?!-C@{RG)qhtHt37G4b_9l^b1bNSF>4OaJC0Mfs!0 z9B)?3O7=Hp`fiJwEig_K^QbWD`~GT%+DK37lSBo$x6!zVpf17WGvHc|v&ARV?@7I-N= zF1+6y0;a2th|fl=-{;4Jd??TPKJ@&3N+&~W*$m_8+91qNrIUk z@dr5JKV}tmWsnLjka{Kujs$nNpg}?Ot`IHN`zZ6-@P*o3(bn?yH9>G zP~{}1R1R92@SWA$R+y;9=BX!GcTTl4)d1|Mc6hD-buWNljP>nbm8!URNTP}_!LpH0 z*KSgv>Sz;$=M52c8PItrA zi|!vmu_2WoL9D8-4p%`DuV2YhCt5J{|5D2BLr93N%uulD_?Z>KwoZmoZa{NyQ~t12=%QL8f<(s5ROPg|v|QWmvCed@g`ri2eWo8&Pt~LH*2rR{7YWxT zvoHExiG^`|390cErWAzo1TrrwSCQ;RdP+5y1|wp-Ls?O5xA&P$)9zFk!kpvhhVOZC zFdn|n`RWMDy+56RudCJSQMq~!#)@wgD;sMr~e$`J!_`(067clWPN=y)UP5WN$eX!=_5Ad zB}vYIzh%%VJH*I7-*9Zf)17lqq0#~o+v&rtS2!x_QH|rz21QwQlm*V!f*py<&v>@< zgBc}}{`@S@+lI08uOpO3=*LfV%jZK8+rdOv*WKM$=1#ePqec#i(2dHa57L^H5z)3YB#PW^nIzyJ0R-+_?= zFJyCzxC!x{LHW;5`~5pcGx-RR@&9=_6ak*?3-?y=T7@`X!G1ZvJQIGUJhi?8AKXVetzoDXH zrh6^n`rIsOIvqQA+O$jZO(Ql26qI$$zP=^Enn8W@Y)13HfjgBaaKqN$Ji+^XbU{be zDeY%pSIw+k#@qm?`M*W?QQ_zXnq-z^@+5ru+#)BIa^dQ#H2!VdjTv5>V@7LtOIO6` zBkUB*ijASgf#skFMN(VNvd(O5h0)X5!ezkBp#m~dw?HP3_h|ZGslT~bKettrio85V zS3I5SK}A!#Sk4sfZtd$?xR&h5T{i#Fajgx)?-1jd=@+=^9zB>2Y;3S+2w>PVd_F&{=|8>1A%EkGY0F#LB;`vt$l8yAjR(})TVsj{6M_8*S-0^33M1hLlb;2Oj zA`i-M9r#0C84TCu`nyLRmz_f9=ncd*6N^^&*7e-MNbsu1TH|cQ-5>oG{Uv zlr0Y`;guf&r;7Nw=-%3x`@1lRR$TYj@!c*t|Q`Tk{rLh~< zEBb^K7KB+%E-8`3grN($=>r$`0%ok*TO2R>hAyZ!-JY1t|Hy0?#5>t1Mggz(c%$3I&jZ& zZC}x6E|Aq}L1jzLxWpx8BYB#aeK3Qs&%TU_`imwYYJtO2t*5om>UAEj<0oKxB5=2>Te!PAaAbd* z+plW~L5T0{T2rk}o;C7FTHRNrzt7pRnUr2`N4F*}L7Bqd;#DupBLnKiJ`ahq;^l6O zb>UCK{Fa?(HRe9x9#2vzkPDZVn@`&ic&mKrOuJkAR>QJvvTW*x--XYgJ=|49Wsh9w zcXhe4-*&dByI}C@R38EI5x(Naf|%{PqY!r;8%PmpHt-7BFqndt}1< zD0fHvB*ON#SSsfetOxlOR2qG%$Z}UdlWxpM_rdxU>vz}}Dg^c49&IWc5Z$}Krg`CY z&$B&m)$)XmK!gH?g__!2 zSMRmR&@_B|@tTNsa=X0TsV$AS7Y3!}k@q;xT-NCVfe8gsU zIw$4ygPCa`ht9((E%@y-v#Htn1{>ZMs}E<=b*L;SWM?`XY(vdSvlh5hoR9(SWyr#{ zmV%`lp0ed6;|4{yq(k%xti!WgO`1xt9ube&e?CBdym({9#&p76X+e@BReM3_lSa!c z7cCp*HEp#um4w;VXO4$57$e23o;nHVH@7=wbn~k$VB1I?86V&4%@}n-mf0yr?xb}3 z9NQ0@$-C`u=5)IRX>pZu)7^VTZ8v1aF%nY+?xdAzSs@@Jn*U~bdM}sUq+Dli+rxu- z&#Y!0KUlkZ@QZDYvP9_nY;-xhw=)me=+E`6QKt(Has13QeDNxEMrL`J6Is5$)IQ#TJD#CYaMj%0d3}fw-$AmUWG*9! zqRTJsAr9B+Tj{XJmvY`sG;W7mPU$1FrJE}=(|13&oL%tVTpw&1I9ZY2(FfPB zd~;iyB5V2C&|%Dp`7%4E!>;=yEsmi<6DdNI&UXhICfbt4oDOk3nr^n6cWHMUdH?!) zg7EGbVa3|>HIuuGlUYacUHi}Ap*1{6BO0W%TrNq@D|OhL!CRRW(U1^c-Jo;b<8XRo zVzcvZ)_}%Ioj5Abc8{d!IXpcod(C8>TGniJ-fmuhaN2Br!OlGWwwcR*Gw*=#e&eU) zji4Zv3~Qy&myPPz8lCpC;92Qo*nq#PLzSYj-CttU%XedehA$cEy7YcSF+&_)zOTf6 zX2T>S<)KHq8gkRwkL%j9Wk!Z}=f3&Ss~VBzSPyTxkOi-q=8Akrt@_iYTT-5~>uV}O ztJyP6ofg2(_m#P#UC+-Da(C?v5wzVRE9-o>tEJ9`byieN|9t1_GMq0=^xpmCefpG* ziP_ubH7@wJs?%8fYd-DqKJi}^cobYfgmOH5EzgaASi@T69f`EAwUR8NOGdi z>^mi|d%UwV4S~_`h zL8>4st%+$_3WLr>bUm{>|6DntdDe;z`96$!>EPK?^mdl55Lat)!=BdY!dN(QEB&Uu}~z&utV85j+OYNG(gw9m+E z^~LlE<|Lna;Ih7dvM^mCpMYS*J9f+|<9H_uEOU8mtv1IZ!NZahnozEo6ruBT>q(39 zr{@+`6(RhxSb8WmX2TuMuc9C*Q{lkLK-gi#1rn2yAq&jdB^9 z#KO<9Ml1Jl(Vsd!0)LX+;lIK>1$c^snP#H8&yaiJ zCOm_t3IN~GO@knr#8>8*Gyon>Y^=^c!Ogf(BAwu?y5n|4D2OU-X&Ivj&Mekw2tb2A zQ&HhyAJ8nM$$%ZuX46_)*;C_S^#RhRdkJzUfNs%sQIXUff&&-tky2lI_<6^*6*%z* z_%K;6rbtXg)z{W<`gRr0i0!9om{f0*J7m;>?F{K=wUkHfWp#kckX^T^O9v?cY935; zCcsH*v)4Y@-c4%bR7p~bwu0?kvE`bEDZvf$^%k9-N4`{J9Lt4$k1jX9-aW-#*X48D zV1JR4geSnGbL0WzwF$o_{kC~1Tt_Z8tpo3iB<>J(idIv2ImNwPVk*SjS~?~9iT8D9 zm*&Yd^XXJKC-3%$(APxLbw8>VkPLI3SSIV;`qJw>|;mY^Q3cXC*7Aa(v_0nd%^+qAkuS#lWirH;7 zUnaKx$P9*jpTZi(p}Lc<*MpJtp;=-Yy5v!5A(jaSw}vQAYeFC@@^Sq+n#ste_loig z_S`R!Zlp-J9^p#C#jgf$l;Ol#7J?aQQ{B$2t&X zJ~D5rGZph`f0!Xo_*K)f96Y@t_T#i7a;@{p+WQM03Vj`^0%^$g^E|RWPV1vL8MsiL zIy*(b6`M|(OG52;UUxg24WaZ&j&FoMsBd;-b<$~MJDmZPT5QT*c|&wQ3XL2<-AqX9 z5zKZlDZ$`9mvmDwgypBakmF9tucjjCUEJ~LsLCYo5SEkEd)~6nV{pkEIBE8JwNxZI zQ4;6@00@Z$uf0eUGi}HX-5_`GEK|~~^;`=afn$K<&B5l#)bu;tr6C);F+h~H-uiGu z!;0eM4&!s=)7vkA$x$}iWp>UPmrH0t?`N^_n%1~&9YSX6>h@Dsen-F6{3vpg-54!{ z?-s&W*o?37CGGP@yH3t<3sZ(gHgp_4%Gb}3&Uj^CU)_!eGCny@b^w=Fk=V_2ZOr5} zC~uGdMbHJrbOf$zXFO8JSe{|P%^qDt-LbawN2bsw737jb>pLW9`)E4qeihr?Q)KOv zz3}LL!#Zjg#CP}}f=)$Db(JNg+|@SkVTB}oB=mLL99Kp;a~FI#d(Xe$@DQWW5i8s_ z?ZwR&2^ybybW`5fuHmU4e9EmykZt>*ylw-?FIM#Ef}n!o$c$4TEOS+n5Y89V{_;ll zX_^MBMvAK(Md(8+UP3-Vy>!SEwK==Nad+-Oq{=W_gsGhX;aja0+RXn(sds%TlscA0 z{If9fj~k9t8|hF%U#=P-o!tc>oeEEk)ytAQ3lWXR5*SGEOB zmfWzA(HkRe+P9cPjxNHz8bThJKa~HGAfazj?*)aN^;=33kJfaczj9*tcuk05B4>*&RP9&7}5xl|xQ(N}K(B%=MoC z?gRgg=qRZ>9#2iw3owUUk2e`B#m^F0=v0;q3%Q!ckkbrh1-rh~9)hP^@SdC7gbtJ$5gxMz$mQ8db93ER)L$nHZ8OW~seY|G;ytV@Ou8Pn zevOB}t-gNN2FT0+x+mD>?^$*!oN}7;s&6R3MUe8=5cfBv6W}78NX?XWE%$kuu}$r; zP)Jp>d1s<$?h9W6Z!lt`?uD#e@^4*Ucsi_MXmsPbFiO| z`Fxwsb*tdc(q7#>6~vq?$ELKA=^9@zdzJE z(PDgplmJengoQo|U8hAwj*j}HGbqmSmv^JtW=y(uVGULQn)Mp!gr12|ERWfDsf>bS zqL-NOSZ%8_`kF^e=^Hg@tV;PJQ+&laJSw>9yt35+@9r8ui}jMYp?mT>+7$}jwLGL| zA2d}BUwHd#X;IY1u-o2|o6v^Ka77o?m_#KK+~R>Xb_>BRhaI5}$EG~Yqz~K^JWPh9 z6fbC4nl?F7*KHu4b-7gP`y}QE`pFx90Y(TY47Id95`b@t@OGe6E(jjcBrvqNp%6ynCLt6+eD z-fZ6Vv5;w&;tJ(~iBR7($r%hBxGCaNqs8sa8V}`#r7W4 z5#lXdiH+1@o3}`gbb0zsck}15Ew6b#JSy3D!&3v~3g`Es<(4yS3MJYQ_v}m?@Lt!7 z%rJY2)$@swil?qy`S{406`nBj9K4h6ZFKOxVeyT79l-g3n5aP@VIeVK^sx6rld;Jg zxh@T5{3{aM*Gpj`9~+poL)^reI#{KZY_7nkh7hHHhv!W189Tkl!R*wDv^J6|ClnBx+;!R@c zeKk61^UIjIO%*_T-7Ta-O{)TGKZ61;?v_z*s}FHntPyj5I4J>8r_xfKTgkLEp*+v} zK;q3gO`c_m*a=!hM8;J;qewi!gx zpkxlUt^N$7c*ZO+7uaQyV6b+JpWs@_2x$fppp(vq&nfh+L!F(lY zV%5({@uOzQk4{WWk>%%QTv-bz!!;z&bLAt)XJVX`(z;^rSonwBZb8M6JlZp%9v}&Z zy^Y{2YEv7u`(;uH7?#S6nT}{BnF>!qsvEP?ScoJs#Nu#dSFGaAA<`~>G)!qbx@(>M zUUP<$*rW-8Ju=kYPK*$0BR@^7s%4jp+dNnsMXxg450WR))UuyL3x`93r}Zc$WOg|h z)1Il6qX=1TiqzTkW}DDFXbiFb5eMc+V@&Iul-ZkiQ`(>B3m+zQT~aWml_>Z4IW0}5 zSQE3@g=MbBX$_1-M}B?!i0cAI`?J2$yf4N))U7*c8EV|yao2fUC-qsBQpt9DVUco* z_3<5T{-D8ykAF#PK`geZtB$EJeF6`Xv}Yy{`7zD>&@9VcQC|9|75>#o?2YX=gJ){ywap z#(X@>ND)7Wcn|0p&(OT2C>~zPku8u%!egx0n`s;o&_weOduTmH<>r8k5>!zc=2|OAl!)d0~3CDJD z`c`AaSq&<`=B!mr-z;N9tQ=9Hv;=GAZ6vZ#shCZYx-C<_ z-X$Xl4j{g2ih-)y`$gJvX<%Cg#JwE7J-n;5lbQ@thze(X5#=u?r=$w{dKMmAWsU<{gu zH(;*?^m|bsvzd5d%X#Gj>(w?L42;f}cH)kHU509w5M>CSloj_xdR}NcowDtif*eLx zXfv+KBFC{;`}1C?jK;~d$E(9a2ja{V<`P5BIyt3%^64qfk)6ZhXWt;SAW25pYIZp^ zbQrUW^gJ`vlAiWXY<0L+ojSL;7F$LaYWWl)AC1N~(Z(*p>+YNiw}vp}9DRcZcsl2t7rQ`;`Buo_-l3ssm`cf}Z%??*#X87k9ay1_ zz=3c0`i^6MtG{9XTgMcPi!>VC2UCtZG;|5j^u}@s{l}H&6Kt+BBg>!uaAa_LmY>$W z+8jUHo3ZVD4k3@GN4jAp|HC*Dh2nnIv>Sa?yiV_k2O?kyKG$y(dL_eRe$IiIZYS^N z&}itieEQ6^h@nB9&6psl%my(F-+wWXo*fM4>wFg{)UDg;&lo_NT_{I0)Qi;wT52Tr zaCH`GrZl;{uy&3v!%fa(`=Lp2e;kqyaiq*Ucke}7n;>Q3ZDbno@TAC+Tb8;X=0i~6=d8cz{L=AP7x&B5@w(iydXn=t# z_eccf9F@(qW-^W;t+L)Z*sg@IO;U#N^(pv)9{2Mb-rU=fRTlWyya6MlRY?bZFn0WY zpikQ0Y;oTid6LyT^gCoqfU~V zwoilomT4eo2)PHOGcN|Dk4SLD4?3lsmH zYLev)|D|p?S>tAh%sEI9>zwSgi(!y8^@U1LxAz8??HVnxD$?UFM+LgJp!byVI40)t zUUV&VIMz+XTuMyjtsizNkF4`7#;;`75n;g3-oB9e0Ai!&LO=zs^lANxiA{FCsj{2( z+8Et$eqb~tFH-QRb(KFmxFkQ*P1$CcJ=&E$Vk%sCL)S@Nl}I=#Yhe&@6M}4Zh%xt@ zxldHpxOf-cW-PpbRJLMx--9nQ3t!4%d_$AV*q8a)WM_V%WorWvIVzF|k^k;Vt)S5m zUKh1j!)Excsb+YcsEOmGh~$mI`=(Z@CMieVlaH;4EW&t8=vQ11WTwzA%rjUL!*Rv>M2fT~75$Ulw=^^#;0 zg*)kNJNT=Rwr;~WnMuSklj^1bs!3=fp;v#4hdDQYA?Ci#%izJ2a`}ry6LDA3J zYpiK~k@IryXS1L+9}_7TI9>pCOO8)Fa6%Ym0CL#kh_@@3a5}ka#n-wnMR1b zcy2DoA7KWPu_f%2j-*ow{h8Lv_;Q7ZGp{4U?>PhR%|+%fpMH(Lm!pm%1=S@ zVQ$QF&m5F~TH6&Io7}T8a1uj$usL{rF%W?y)4$t zG#KqL|KS39ek|}8mY0HKOxsx-;v?R}s?;0&(;WWuTtULK+GR65guD1xj;>I$LCzAQ zXeOng4_Ww!UTe92O12`&zY-saiY#6?8ysALpVu@cOhao4m2UF`MqawdcKmds^GX>~ z&)T^zwDu@h1t!x_L6#i~DefHU!itxtoxQ;2LR4HS@1;P2n$9dBX`zSjMPR?1_&V6U zWkt`qayj{{!gN9W_LD5BzhW)lV8v{AJV-d?)>5PC0OT%6fmTU{0>FjDf~WdSLO|bk zWq=LN-f-KQ5tB5d8>n-WvWV6!dP+*pyM>kI*Tc;DrR7Fe+f$X`c}#PK#i)`VceZ;e zY9bne$LJ~zQr(b;+dOM4YM=|NYef1S){wg?B&YK^1zo4TX_&zO`31&lrd(qLwI0`G zZ+(^{nIqtxGG+!!qt$zkjpV<(&aTaF;9~&%yrY+fZ{K#hckII=R<38W)+a&LQwGuj z<4LSa8G2iAY%zsdNgy9mt#Ukp@Rqq?Z$38U5bM@JMfkmlj4^2~f?2m4x@x-3=72JwB-q*Q>in}wg6fOLPu?fpX zSFca=k1Sf^OkOl`ioworY<86ko8r}Q4nqzjk(PV6pU|CCQt2sZSZWBJD+xxX4R)y> zJncssqrg=12Rxn(UF4=H7W&d^KV9qK%2JBYX>guDe8JmG&pPiJ5L8%FfY(&LG~p{Z z>k*Q9N$DB#t0mwrD5*w{C7v_hKl4`n*hVx~`XH%$@BVCtva&a(V>WvYr=QXtU{Q@; z=Q9fw^H_Q_i+-cmMLFX&>-ZK0hRQf~6lsxc_{nJ)j=IJ~Vy%B9 z4@$ZCo$365kJ{+kn>f)4`#Qw-=uf9NOO75*ttt3ps^L!$wYLDLgl+G53d5%e%gqKU7`bMYtRV47p-=2K}aV7Ll3_wRzU^H#`hqJ4gG52E*!`AHM1T!V7rrnk$&&_}&D`!-+SLIc6=4gE|q!=|U^Uj~!W#MD%!Q$U% z0c>PFS?g`6Ya)J?VZy%^|%_K^v{`kBaO8c@toernWy0HIPh@vqFM)G z)LsInQe|~)NBg%jFv*DqeOQ^?h4`rakQ3SW&VSi4S>3s1v(}afeLwi9k)z2WT$sJl@NIlnj4e9Nm4wOQ1$Wdh3)JZ1mj^`k<=>p z=6>(UW-f(CKk&YsI(E6~VdT$0-Z8ywef_*$&pqqDx!Tq!Cu?RGtTxwgpN!;#?wtn@ zZ0pz~{)6t1v0Wk4Ih7fz3hHBigb3YtOPH5emvcyA)t=ix^|`M#vcyO&n#!*4LiHD&ire)p z-9PVXb?5jkP@5EA@p{;B@AdA^v)viE5Rb9KbKR8+2*gJdKLMg|y(UvjHJjCe#8S)G zdg)3Ym4oyK3L?YUVjW^;VST0(k7@a#g6FzK;t*emTx0v*n`B{^sTlls3-800 z_NJ3NKBjSHgypDuE~5R5X-teT)Q?GOtDIXx(?hJ8FigWdVorOluB=lV=B|*il84vs zzqNwK@C*#ONC7i~M{=HGsooRNxsjLfi>nHYEUC@)gl&bZNF}A8sNs9u?K{({F>_@s(#rZxu2qnU-lAv!(GOJ8>+rcn&`QH6r#;ejp$x_B01rdx z1GKkCGL5UA5Y2zd10+DkwNn9^oQ7WlQJMBieD#bnL5CUW4h-ukG8s+Ku40=zA!*r zlifzGFlS7u>fx_)+dpf=|1Z~h?#P!abAJlm}n%z)6s0|wOAA$ z?GTg6D(!H6z@QzCj@+OG%(ZU71$9IiQMF3l!}!fKB7o`P1+)cIBFx=7cFY0M9qlzf z7?xa-TblHZ(Afe%4@qbSl;7d-NmI?)JO@PjXze0bTLu$vB3U}HbAABtPP}TvtnMGE znOA=?Nu_)FxzgME2i^8$CLR_2$-9fp#Mt;|M2?A#)LDCLxA1f-wk%ey zVU^r4uq6x_{k1=$QHC=jER}F-@bedv`WMu+F>>!{pm7T!FN%0MosMH|*V3EYW#>gmBTh zc1lV@cnp3s^X!|<)Rm|t3aCRp{1`J{n0=W1c?X?uZmnb{i~@t3+pqAkfH1i)>v*xA|}|m(J_{*mydnV^Ck#=-wC$9lBJAAK1Z@X z(UstK@pSc~h7a5?#8>D=c%REP8U?aKx=YH3E&HhJPy73AY^aktW4<7v^WZo_j9x{8 zv;wQ`vjAqta)CsfsQ0(&`4N)GxGr3Y<|rk{53_B(4|j?;+|&(2C!p+nCa9Q_sXlQC9F#1N>^lC zXbrMf=q-IAn+{dYfO{fqJiYcNX;1BJ-b^5;u8?`ItJPI>0H#S*GMtR)smg(yf#?S8 z(7C%+ZEJN&p9e;&>a|%_H|t?%Xl@H)wfZfS`jN@*SC)4kJvCZO+}hdH-H0x4??+S3Ri)ol&d$g^6;;r z?x9pMda*j4;zN1W9WW>Nqq={^sRsFpGDtKN!)C%10*lK#UPnr!=fFiZ!8kMv(4wJF zD$%ns%v@V%%?%86&i5CubKKrkZDP%pzB=7%viZq;h_s8IQ3K$LEgnR*Y2NbNuyznmLspT>9~AOZ@X5 zCdvahKnKVld5ShJrQ|399n68u z%wR>RXw(EFASwGsq;GaGYV+)pa<6|+l5TayV*|J597^__$%_zK=O10lNSh%nH#r$U z)E+zdNhE1$b3e>u(13Z_gm#Ig;)sEhZfQJJ&=}e~eapso`3Mh_Y3t#O$*xK;KBVwt zy^j{7a8(>cXW^V1meIBih8~LT^DBD^_&ee8yakx}VbaIc2F#Z-m@sqMbB%1&d8oRG z$oJBqGtpYN9*R0p!hz~lO#8tNPXe}^WP$h6ls-IGTvRRpGmVIn&TF`B8Feb#c-MuJfNR3XiTKPlzV80|*kh_x>$u1M_1n!dZR@*nRi5Q2$;V zhF21F_Y@5#TQm2OhYATi8Lox}fGp$=n+SBam%7*cwM1ABM7uti6SKfcz)zZ92(t91 zeE{DaU6~44#{sYa4Q~WFbByUdseZ{f#>2`6qIeSE3+Nk;O^rPZ|SIu`jK8;k+Pz3eP|LT=MnhL-1^928-CZMY7V^Qb? zR2*0Po~oYq=9N>&e0&`KA}`5b&<7jKPns2+Y+K%1Y&0+hUMZM*$+tMhM4B9}hV?@XUS z=(7Po-z}ygI)W7i*5{~$o-Z~j3^A7BHQ1vI;J8RX!D|i|?c1JePr33=CS2{5+71Y6 z4MgAEG^-7P?tHLPc`qd&G5bk=$gi*L(kDek){q!T5x%<;nAE`xFA_aZ&d*zSk5KXX z@T?$WdqmAA^fjHpmb&1$=cfu4aK1F@HKAzKYDkq2(j^JkLexw@N@f7ow%de@_Jsm2 z;Y6L$_CPT~ayN1j{Gq5+0(~1T7!!5z^Dh38gsf&FC)riz(E?9eldNQ~zl%&b#f*Vx zENGk>aLy{e;TWqmBd76^(WNp~JgMKVLE6aV@ZbHQcZQ)Q`W4ewzbr+qqJV{uO_a@y zG|F!z+eax%3|J{ogt2=Wyk3=J93B}8I7CJ$?_WFWN_rIL?TJy_T4daISWA|OpVY10#JoVh}= zWT;e4Hk&MU|JLpz7v@9B|DGPRZF|OnWOv19WNt*;`APNR9(#sbu?AN>P^0GYVIKp+ zHOC|!?evwUXRbF{qgi1QoB~>8>!$qY8voa9MWl^iP9A_wn%kkpP(y4=v3O8&@kz05 zStrBIgWRA+Rpu?PNFLCtb$SO^*A5$DG7^lpf%FaaJ@V+BAJ300XS=;eREB0&jVj+| z3+`7+yyNOOh>XX$cD}=3){VI4GjZS2agib++IJW15#<&IztMQFqYz>pM}a`orwTMljhGxI!G(hoK=c zQNgFTNOz^TEEWL5fXHf&fkLO<$frp2V=JVPDCcp7a91JE^iDU$=4(K{z>HV+cfOoF z+gp3%y~O`U^q8&{q3XG5&wRfwjg-{Z6{PHx$$vz$c5+Nn>W_XG{l!f8EWD3hH-Tq)bI_!r5oz zk*vG4(Xr~i66Suq(mXaM#phWPHNzdd@H0;|IO(94gp*wT+8d{+CIVa*^&=aTZmS>f zgs`1#18N&k!xfp(Py)PhGKSRp5zn|jcDT(*`xRDUvUp8CK?9y)9(IxkE)a_%!FXvz zBs%ve)-O?3=J`-;w*s(oA>#{srgOUe=63w@-KLati`!2j5TGPs4`UODL0E&e-ir)T z6T>=FDjg-ky1(ACc*tG2bnX4K`IoAqSO^tU?^ z9&;RDP776Dm|!Zpe?G|2q{ofXZdwLhZVBhv2*5qpnflsZmfXDkDjh6Je4l^yyKKqu zkl7(Jv~2FG$I$9-xa{2g^y9V5oiTW&AgB)b?A=AmsS@RcBXyeoQpKmd>c*Plu=k+a ztl*6u_+AsQa7sDq4!=%A!28O+A*mfsXd2XE$&K){6_T#nwwI$pcL6(F!7mg$kaH z+JN%$1-CG(P~#-`eOGR_c`y1rXvxAlG9fuEH{vw$JYW{d%2He%wog9EKx42GLHos6 zZ|p?F8cYwhlb|{w4+uKWM3U79-@!L)DJt^7uRP`6Pn>v5(xvXZg%F{8(>Y3%hcd;Q zDR+=WD?+;O_ptA{9Ij`>F<5J##Il9*CC3Qoeerxx6 zkBdd>FY%L**Y602q~PwXudl~ad8gGA z5Ytl(-Z%Z+ZyLzT1l6@x)`eV&sn-%h99N;9d0}+-s<2FS;6f5zRX^Lzt^BCOI*_%j zo%y-0Ed&(E&M=(50p+`<-8K+h){57NR6nN_7A5^`~>y-p1(5m zOV(SYs`(RPDQzOFqh7%ALBP`2)Ka6?_U&3bO7C6!tMK*9*^D@S|I^64D%zM=$=m?% z8G9(a$j2Au$Iod{SV1h_cW4Pmk*m}{`#|!NmRp|X;Dh2~>u@t{EFFm7Xi;D?omznof|P{0r3jNFC5yCTL{te0Z3LSODl0Vb58r>^9`ARLvF4-m|B-H83j5 z+pLbCF$E7%KJr(s3mLdOql1M6+TDn}N>xnK%TktU0AyMNIkGzX?fL`T=i3Q|KYw@Y z?z|*%pCQXHn2@FG(E)e_fyuiBzQx=2vE&x?HhXseYA9RtNSk$q)vR$lI5l@S#d5*e zgmm#1T82>_~g$kfl&g6tz9jevs80DQI)xmGsBc>R~*H8fs0&?EYqc z^XkwR!v@V%Qt_^lYiiV@NVNzhT~N=|^iU#WEf__;x9Ivam=jzEXwG_F(3ip20L8F? zv4Vjkoc%1?wx&T8XB!2dDxZcb{fV{uxC%l%KVJ|pc}Vr0K!@BV&dftS?bY> zq=O^H$kXDc`%uP`l`6I$rd?SUZiv)j{&4PIld7a$jvq1v)A5Wh(F#&UdlrVH(3IkG zqtp|YiN~bxuK{7JipivGwUPkv@>-E@AA#z1l_i%(t6@*Pkk}8h4?XNw6t`&=*yskd zdrk~+>z>cS`(COLi(_YR71U4YBCflz^L!Bu0jXfw^iIC1gx6X)t8K!dN4`=u6l_N^fO7BSGl zSC?N1!(O%n^pTU5xSd_;%gF+*RSjO88n74b&r-XeB`PS)5rBxAn=Cadlpjp@Xz_F0 z#3pqVDYHsnve)HVa8%2nJS$x$MZm$=XK7*#DBzq#y^Ty@LTE!i46BxtnlIZiIdoYS z@AIcZNWl-T!C0|zjA?_Kg2#_wG{2xIYk(x}tn9Wl*;AVI7vLYsuNe9^UPZ01d9>AL zN9@6ROx9~LN)I*2(JvC(Ghc#CuMepL>MX1$<77|CNHh0Zg<#&roZB##AA07B#G{*4})MMlbPxzD4l$iN_&nmoyoB`STKOwLwdI2P}H9 zKSbEBW$gK;5wP&rPl5h?USWG(!!De%R!TngW#zVnu0K<9_i8ynsA9QARNp%0t9$Gz(y|a zKa2G_=?zvr;-edl{bVI|X_(XCTb416fM941`)bRaL_*Z2X*m8(E-LS7w)5{+*C8rjH;yvt|Nk+t#U9~ z*(+iGg|X<&OfN}f;54uQ6Sj{eS3e;suJqps%VFkUlu*>I{AP|n(SmH3yiVDjGu*y= z>hXxCwS}a}wCvTN35juDt4V#nC)3g&)ZN)#JGK7nqBi*L`U6N-dV88cFhf?AY3ya3 z1L7o#QC!*)50}*Nj*o(F$s;ERaJrXk4Ei&sYtyIq9m1{^E;(!$`k^xxpA3vRuxiRy zK06Rlo5To-i3U3;ZzBZ@!x|&B}IQ_sd|e{LK?#-&H&~A=$b4T|R!#3yN-^pAX9o zd?=V`rNcH>D`T^Mh{O-SPrH|iC2p@pw;-$Sjoot;P0{>MEZ|6YmNv3II) zpI~Smtmc;-KO5JtB6!%)v1JAz9^(KjR()N!U~c;RJoXPT;{d zGkKSvVw(o_tY4{(w2FFDnZ5~&9Puo4gA*G3D3~v;5*!*hELcr^8ySE@!0=Y&xqGLu za3Lr&Dk<875`bK%^Sc#e0oL$uuMlP~XS*xQ9Q^#~vG0kBoYmRC$062v=qM8}-?+LO zgSl$$2fDWCfa4YRuuvJQ208pb{wr>G7hsSL|8>ysLr&f`EAWtmdI^1VRxGM|*%GRu z@loOhHF?Gy{oA?my{X0J5}k4X=^rk2`tlloW@HXUco6{A?3#oKcvE&UtLip*_(}LY zW$$XX3IC1#g$2cDzy0PpnJ`+~wJ9l8IH8%RznB%EYc9KtYQrp@)dT;Q@1)A4x`fHH7||zora5#~Do&z0q}tU+fH{nox_u zSTHB4ffI9(Ro>se3SxU2$pDFj%DoJne-v4Qyf{JBjKXV_NQ21FemaCxop>zR&l6FO zRp0rrwT<$vm?AlCyJNBa_tl0k*;*NaK{kya5AL&#^FT9oui*wx8@de)oxVF31!Rtb zd|ULe*QOrhF5g(MV%YO|6#sU$Yj0)aHn1?crmdfvirv8p)&nd#$uuiH7aN*2YZHbf z7y5MHr`TeT+e-|wVk0R^M;R#f-`3^W&WH6s{MiEi(O_Rp>;!3~zu4hBn*;>^#@I&vX;OK=F|BhF03C zitK+l_sE|VP5#caf9SdrCV?AboMgd7hTo2fFHzEAFIzAEw)4+(K09BDiDCee7w`7f z1=!1I|2DzsfwmS`zCzxwT7Tyu76;p(mFt9-Vb1a_xi?kvqc6fQK$Pzb{^MGMpE$`~ z@%4~jV=t8~_*2`ii?F;BqJA&gAU=A?)oXPT75(bp?f8Eh^qlD~f3SNC6QEeGgJivp zbY`pFEv7j6i>%-J78n-UjPr{{4Z5;1nwm$^?qHXekC4=8^&y_$_TeMWUY7{`#GCT{ zXK7_!86Q`^u0~wtcPldfn4eQmm`l@FpG~|SIsd4_b zZRh#*FWP-_{r#E)UsKM>UdjaO{PqR^O2152-Ciehl)ULHQK=dj932$?fxk^ejNH{H zt~BZsyngSu$#ISSyY@4%k*6{bm)>U-P%-*^mWzVqdSCHqy2G`I*l(RKoHOCNljE*- zOxk__SaUKflJ7hG5xWs+b?Li|s}bemz1o)7)ixISN@M&>Utwi#v|5giIe#@47Krz!VVt?e{Ft}~} zP7W_q{=6PNBHlyuX_*y!R=wcNk4@_BDN~(`c3}NlR@l2k!XM{OV+{rKd7Ln7kUJv$>+cZ<=_FtY?ai3FYk28+^O?KZS?RlBUzyB1eTGvBLb<-Cip>9JF|B_AV_Qto{}8l0Uz2%I!_ z^dTuCMm&^ticBAAa3qnz`zRb!n*d^VOAw1y20nd-jxMLLJjkWAn4VHS$@fc-BAJ=^ zI>#|yegG$Zj}fH&s->Lp@V1SzLu_F9b%KAAPxt%lHH6R_r(|S@1918Gdu?nDwr$J$ zet!n%pCdxnbxb&Ya{aXnBKX}3x+H9fC7TWxSc>J9owm9wocTQV=!?vlid_GWQ-@h`$FAF4b z>is}_)ZoMKMT3nG_JoiJBkRxnPgt}y+O=8zAwN@PlA}pB0(KU0tqJZC{-6Km`}-jI z$#yKu>5yprRZcZrMk`NPX(j?@yFajyCML&g3FdjIw{lP$Ne zYLDMfQf&LLa!tRzdYFpDINs8iXry}k3nI+qH^Pz6%-(zG@Hm@s{(LyPu|5d882~XB zJ>0`dk7D*{Enb}aTPolm1J3N@$2Jv?On02-tX?mtUdPpT@VEOE{_M^E%6IiDazayB z2LI&m;qzZfIDhgVZ9RR<^8dN(+uC(oC+?4U_ILfp7TRo~%@*2xpI80UQEwsb|0<-N z3D4&HeHOqUnAjHXZQ%Ev(y868;(Q{o`Q##SdFvX3NWLd6_LQ^9SPjS7@=7A^LyFj+sGAJ>veogUZq# zr>wfVLjS5W!uHrUX|8=Ox%_{g_Wa%|hRyPG(yF4)!2dGCcP^HbR@HJp@^6};zW1e) zML7w^S?@~0{~U3?Zpt0IfB4`0@?r2?XXW*O-|WQ6fR|V*?d9t{{ulOrpx3xZ%UV^U z^|!+O?=AViu1VJMV_f}>@4t>d{ky4_eg*c>*@dg5dVcI*|PlBuKUi3TV@Z{ zQC*}vS3%=)*qsLsTzo6u^qfE8^!YvU;^KF&y?XmG(DGVTQtjR1BZ{dm*KS`pp6v3r zU|6ZrMnK?M@u6pLn^d*QpL7$AdLIS|?7SRv<=SHao{4(HXsqd4P-sr+rgd33FAgc7 z8C|N7p{JUIAwhpq^K(Ft(-P&P-xBhl7Lfdg6Y(6FPOuyN?@Diu-M+wa5^vS{SN}^N zb(_0kl#ca@`h+_<9A>e-?>-HQsfBAGxH4 z1VMx0 z|BNyI#@}rD_$?p*9V-22`)P~ZZL#|Q!cB1o`fRcKt#IzYV8&bF+*Ta_pKAyl-G4fYn9mrK@DaX`D-PdRq96~Y_)wrIOFkILPO zii&T5)TIK3(7&$9AB4Bt0FJQQ@HF5ro}u?ckyVYn+WMgV=P(}8AIhE4`(Fsk?T5qR zdM|%?6Bw&u3xt^dTp5T>l)9vJ!R;!&fMARt-3O@G0hviNF^{ycwh_T$ELKXcDqGjq*6_snz*Pr^_x z&qO_3ix(<)E|!GtA$R-|f<=WMGQdQ4*K|=1W*u>|$IY+A5#oBHc82^e-#y42GtJd_ zg4}a0U6(m+$e~NSw#J8uyyGwpCnKABHsiI7lW2KR|DwHRP2T=K#wI%r+IVEwA&as=R-*ac~ftr|^ z$Pu+OitY$r^G*t{$HrIDTVX1g#dbaP7kk~ki#H+-v-NpQKz`;)jgZUW(qm?s8UmIm zGKpY%Ivv;PMBxjG`-73u3ONoM_LjDs6TyQqUS(uJ6qtAU%3P@6IpI3>LVs^}YfJ0p zqs(C8<*Q}|FPxEKtZIDM$2l?nK-?VQ=?f}M=7TWP#UzC8tDhu?i${Zq!nGZ5+@0j_ zcJdrJiG;q}}R(S@1q!1o8RRQ7%EWdkEcjb%l_vh$#o^l8)#*0=CcMa! zcPq^>hQpV>aI#|aj*elx{T4o4T<_inJI8R0#)Oc-8+ivCZ3rYpoyExr899--WT(9+5opX+%Cb z#`V@SPW>z0UMQrP-(fnwnIhw+=Zm_iHQjy8YfF+NVkbBd?a+B+n7?YPNutZf8(u*0 zrF1rPIL2+BV74mHDk2lr$z zE;TZco|1Ujy_mg$i@z(*=<7qpuJPoJVYN55{_8t<4{lMSt>VY^0-Wuea*GW-OtD4Z zN9}TZLISgFLn^AlrX8(BAs5v81$>?7%N8n?hhv>{tOiPb0xnbve25V#8!<;sNy5^c zUm-B7>n+MD^$c=;YmBytg?NWMU%v8jaU#-Mm1i?8J(JKR+Cf#^aQ0vzy@=3<=u7;> zbVB*_iX&Za^Cc|hKqZG)Vo~lRTv9}885)#2UdXj}WM*-<LT2l)h7#Q9x2tuTj1GUBaroH9)3Q+lTw1pEl&L#S&$v$2 zl^Eq9he^HgtB`ZnwI3q5#lA!u&kmG12`s-kRSR7235metDue`y$A*;WW;)Vq{V7?W zpTFUiDHG0-*b&yraJJ87>V;p;0a9T_Lb;0F<@fr7W6X{Rhu2nXi-5z){ z;WXs2;Uh*W!n3Azh?s^9iV=zg%CC727w3MYcl+|m;%c0`Y=1B-ep8HyTWxLXprjws zg>st&xNO=PS_%fc4_x{)?Wu|I+Jnj0tD-O7lzt}cay#Dkz@fv$7b-UmDtf_P7xU}^ zyUlVcFX3OJ=P3SshtqlS^BEZikJV2$0}fq2({0K8H;RVe(rj)vdhIsav|p1{DR*sc z;vYI858MWcCjVw7QzXr+?Y9b^M>)#Ac> z&^h%#N)bL-`kZL6o!7sri|c-SEBnFRcoTO%_MQ=Ud4b`3*J(0xKC8-X)1vG7g7;CG zc3CAXc<>1+8ogK-kBKTlizr{w!-zG+F)Xq)UDso+Bf{6qV5s^j&SywFr zN76AHy(*W8($|aHQBl*T++LeiySB;lap9?^6@k~9ninNU#cJ!~uph&j=w%59Tjoq2 z&E9RE3eD?f061*+wkE?>U2d6yZx{~O_zXV=g9$ROI`mlXyq4j@h;=r$J z#5{4q?9wlir5KGz-90RH7K)qird#)q+&>l6y{UKSly&)%#GSNlW;HEaamXB>@tUh5 z$&Xb93`fvhbXk7O!ad(_Usk%*FIouTi+gl1wq~vQ2 z5*~fX-FjF`YX|@>r+&@7x-|!%tcrDw0jv0~0FKg>{M@VYBgFm&-ul4yNP+sE-5SMbbc7?VY&Tv!pa#TkcBI(#VO}F? zVzv$mY(>QyP1*XjHFnJ+;WzuzrYP0Cwj-;yB16QVrKQrw2-+Fb2-xU7yX0i0bn_!x zU5=B(x3?g7nm&UTUA{`BX2El#%%7s+;W4F8#V_xE6r7AwR8k7fFIO(=vnpdw(=D>n z-s~)@r1ab!Wnf8bE;VgWxi$X;^=(IWX#$^UjKu14ib9d;?*+BTDYbD4g>&Tgmb@~ zV>*`+g&L0QM1+YntGQ(^Q5hLp9VLYNQnC*j2w?(5EJQgjz1Qwidxiplh87Uqw~w|G z(_A#VdLQOup_D9dS+J-ufIMN}a(Ng;o>jHfRh#vtViA=MVfLAo+cUCmoxA}r;&Tie zpI(u5Xw3Bl#;jTlg2@`Ss_l+fntsJ6uRl#c$;|NKj_;-B zJ-nPwgX0PY245+%8kjk}Ki}uSZUi2A)O09mzOxClq4j20f9c6n8uHkc+~_E+Uwj9l z(EaIH=aC2cAWQUlCetfbNBMAha70?nwjk-&z=*WO&}IXFn#1;k36NP>`vEh%c+HYt zd}(9LTz5x9JOrUHeKFPPJZWn+W|-N#vV3GN;wxn&u1MaOI6L&R`^?ydpT zmt+QbEFQf%@169 zNOy_PeOgAB&~2_jZK@~F#CfTnx;9in^q9dL<4^J8QkuLPT}9SIHtRhm;W%=(D4@lJ z&7wON5T0!IG<#Bw_=}nq(PVDVJ5@zGs@JcX#JCu5)=*cHIriH&wodK_d+i!JZ%-%J zvKRGVUy|l0qUIom2o?wySYyqkX{uB^l$7G2}=X2Ab;7J$QknBHril}I0MUtNtjPz%B! zGONn1iNz*sPwp>Os6G8=kqzQTIw!4Skg>=xMXR?xw(KvqO$0F)wHBFU&&}|bM451a zn&gKC$3i>3;@98wUH(T#+uT0D--kpRzK8m^#;+H4sShM0svcCuS=Xe>nlbDbWxF zv?R88snSJL<${)w2YUv*UYh32P?eW6z`zPJLS*9}Q+gNn-by!WB2q2@S%A%2hgx#XHDdQVxD3c4 zj|R@QB`ZLV8*$Pehq~mqc8aZdIIJ! zm6$p7@ECUuNOLqd3TJe)N+zDSZ;(YFBBk&DQe0f4PE3%feT~&qbwpZ*53Q%pX9iu4 zg{%1ktpA0ve@mgo7;nU%#jGgl3cZ<|W!m;326s+2jr_A6<0I0dT#Jt!1DGDiBEOiJ z`T2lhFru$C3eK+;PaNC@ajWDMh&}9X>if|-;&*8~Y3DhRP}c3tb>|q0CC|_Wq)XPr zReCMQ--Vg^oz4tSzYqu*I$I>f!pQLtJSna$U+gi7W%tr7*x^##c(1#6v17MtC3@lB z1@~d1)CPADn3H%@Lkd{Lpw6Zu%HQaKN`x5JW|!TPZ4 zK1`~p_V6V(v+3_vF+&fz@F^Q_yCUHMa8@Y24FkJ=B*S!YtG2IbQ?!nUP0|4l>!Ap`l!^gkl!Ys zI%5b@6R#*&*~i$h-C@$uC%o!*0PFaj%Tw>#O?)t$vG0g-n@LT+-n5pI5Om(h z%o6sY6Ct;{A=2zT0bf$-eFL--r??6NWH@Q9GUhzkg#c(jJ4ns1h^1b5JnVh*{ZpT< zmC5888a0&JP~}bC2s-D_h*Z^v2juQ!k0h@*<&}&SFH84Y?#vY_@EU=zQd(sQn3M8a z&L%)@DUqZSY$*4-dx+F3^VO#nUF3|KSnp7*v}*hn9QNwn-vL`rI^S&Cd}qk&CQ0Zh{G#O?%!mE8+=usOOIoaeOq{d$O-zlv zPJASh1gm~1_7*8t#mdJ^4!93=Bp=c|O5sS4-@IgmKFiQNVmhR1)$Z|&C@&XUU%p0; zfw;;ecFjVz4tFQuR+QJ|C>KB&BNuJ8*uOmfo>o}r?d$cqHm^B|?@E=SAG&wVq zo~-eK%$us{OJ9-o41EVxT;JkB7=T<=-3qf>LCeiO1+VQkU%zs+V>hdfSwr?By_=ra z1fsRt{fwAT7eO!L`m(YFQeyhH=LcF3dOHFJhHyJ4S5 z9otfM!`L$gOe%Gx3+O&euxP!j}!I^i^qDf93lxPc@n<# zacGzFsI++^w-eK>(~1>hMIix2End0H7QyfZXk&nz<8&+YDhPvAVsGKM@HmKdkm>oS zQ}m$K_!d=MKz_dqb&N%8Er3~vM^a67W@z4rnHAmAz&mUCIbJPG$4u~e2I`9mtZ%BM zK^}y)e2!^N^v$k#ag`oB#>OQe>r<}iEy|kDGHBZqO{{sF;@tF{_n1Q~x_}oOr=EIB zefQjRCUi3Tx-7U1oPm;6vTJs>Pb*Kh`idE>NaNf{J)`1Nf8&sMDd6aC5t_k*Gx$D9aP$LZlK4n5 zx!7A^9>9H!8||Y4@Q=U=2_7(4z(}v2^{>8vBZRxm%%Gc8_b-~!LPD!S9DUs>i1lE-jSQgnt_RCq)C2tK zFd%8=ua{Py$&AVy4Z4)+rCSurr?>)Q!VVJ4C39x%xLf$@`7}vkv}`wWPlp~;UUp9x z!OCCj)J!f+A8UTrPJND+OpP}Wt@XrZ-~*o*#xf_0He3TqID+p&Hi*2Hjch=SdC%Ho zR+BQ&(y9f@G5`nOu63hgB|##PkPb{n<^_6JG1I}jF)<#lYX!-Uf5@F1l3j20^#Osb zY21c-Sz==@mpc-g-khh}6584k%7u8|Yo%?Nt|G~kfx`UNN{Q!uAenv{`Z zKggTvw5d3>XhcDdR<}loerFk@!NV&;7dkMZ3Kk-bYO}0rr_6uCtCocS9@`y?acbCP zl-;|bGrbES0f5Mgy9KrdkFgINSd0WhRNh~UZ9);u`WkDIw=E>^QKvK znMc6sUqqD6m!^w1Z@y)TC5D)o9=6CKIz9{a6>$~CPwL&7IjN09c(mw+IChE=>q&5W zCgufSA+#tOa2y7)V4A5Fh=w7@R_`;lQM{gEB@=6vEw!$f?B$cW0-wemzJGeDK<*80vNg@L;yNTa<_0uZ3)0ZUA`^JQ|A=d@0r5r_D=N{5wfDdVJz zO6(?8^Dnjn{b8+mX-kRkzEL(rlCGK|EwT*3Ti87fkRfKZcby;c&S%9EPY1=hw0O-M z<<7QH3f>K>kmN{_~qLhbu0V>_DbEL$3bTFIh)nU z81OOA1$Iyh4m0iNv}|7ELH9(~SVyKveDZY9AZSLg0retZmz4?Tb6IM34aZE{-4>cq z1Y?v~{%X$vm3j_$70~TSU>iLF>7O9>XCl~DXJE>D`s^$sUhq6P=sNy2%pNz z<|Qsrq$WFXTdL4uwsXI72<})!>RngY%jm9cgd@70WmHUrGV|@vvXK~Zw&f_|T7rZR z#3HhrUDHru&h*ZkE9~`M{ z<>hyfl>UTO#ad^!>)MQjUt@L)h_ZFJ?Gir4OUR#a?A8yAvVDg3jw6%djZG_s{gfCr zz#DFdqm(2|0C_L*^lpppofm%egi9>JmTy9shF9AZ6#7d|nq!7RUPuTiT{+>TOwNPU z2BxVXEls5K++Lj~2cgb!5C%~}O(Hgcm+uHuT@|t&sq=3r2)pc(iKT4i+@Yf8vq@e= zgYVz$T<=fWlxeIonD7D#^_qxYB8g7#Gz1aLe(?k^p|!sj;_ADq_SRbcwOFF=}p7~Ta*FcvBSGEnHB7A&^s8#L7WS+7SfH=TT+>n-bHG09F1u8A) zv<0EEs*?z@!VHUyZl*1Z+QK~N`5M_XCn(h<(u@MCWYlzAZZeC}(vhS3X8@ulOh$jj z#(%7-dg5%0r(OBEjbF@A50TXau9XxjXgqyYOqm8KCCYVR676d9t%)+lfQMEJes2zH z`3Gvo-iEH+%Cg4Bg-G^n;5I1r&h#j}0D;XgFuSea@3QvUKC{L;aUD(z(3sEyr20 zctsM7Ou!B7v!N`knXPH$@&Zh<(Lx0(CNQi1VjEyOMKdR~qR^^w1~WJVKw~)*UDfgH z7tV%M1EXOWxphgr$EtYP*XB!3W1+K1Jv1`cVGPDnTo|l~ ztg<0Gzr8-EN!a2r)$#&QJI!zk;sS47PTss^|DL_*p0Mbtju+NX|FK*97tD8n=&(Hk z8x*>C_gyBU3cs$yF$Q2t3y6MHxgY2U`q8_d%~KKWEwX0FtXS_|oU`^SQ<*ng|I)*h zsbOF)f&k@QKbqFJhO;0xfoRHZP(WWc)qNAArt9HQ{3Z82-*kUN5S`|>9kiX1tEC(g z-?99s7l@N!2Pvn`o)KZRd(b`y0*ly1h%Fp$S5g=l;})EXyITWMvxfyfd&_3gsS!u; zS!xuI__JP|>r>97iT8gU0tkA3m5Kf{WcyS-Xtm-d#U?o+zzI>oFLbLsBR_Na+dU|5 z{RF(le%h*oB%+yJ~SC$5!UL(2$3GKF76?03EaZUO2> zV9G3iv_Yk2vK8*N6%HYf4?uE`qW9YFOZCH`iu1ukJO-*ClrJ^V>TfO%mkhk0=oRoS zSneK?7U9aiX!IsTwpZ74YdoOC(H+Ik6`7sy+st?eR4`p~=j3`I9^U@|ByFRID$h3)G#CG;uIUaN=3E>8E&30LT!B-aa~e@Fg9s+7szg zOW;wYWR$!P@>%o)9?S*;X=a(H_n;2Fml2b`6*Gg4llEt=NJm?`kOe(UvU+ONNjB&dHD%2yI$2s-j=V*9Aq`+xVcVAHo zpJl0@B9r?5a0uv{youbIa2%0V<@%snS-)_?kc>@q1)#YvXfb(mg>9VI7Up|xL|R^w z&O!Npv!G?1S*>T}&JL(4pWW|f1r`6p+$JB1S0jq#-?MqUe1m)T9B3&bN&_K;iCzhLWPy zJkVA^<~1VC2yx}Lv7q?Y0%|@jfGuuS0H`Iy^boN6{5^TR3Yjo)0+sW>9;Pn z>E7gk|HAmL7lr;-$u?(Qx8x^$Zx&q*+0Kj%)vVvcJ2=nzr!a-81le>+Xi$o`~?-%=h0~lKL{Pz7Z;3}Vl zzpDJ@hcGB35cWkdkmViL-(y$*@A7v6I5^Ine&K)GHY@}&F0S`Qc>CYuufN?A=GFeE zApif~_7<+JhTrHMqd6klX;2Vq$av6OXgwqfS{+ZPsbGpa{n=VF--PbG@9zw2wjC&S zwSKSAgO=XjHyk5Yn;YD^iL&bz;)S0}(Gqq0HnV)>Ta#Ewb6DPVuV^G+>A&6KZx;H^ z_(J@EsnMso{;#G6icDuuUA6pAHTvg8Fj~PFIGO5+Us}xnYHEO&e}{ja7Ne*9^+H?# z={f!)jpctdwTFt(X_i2e22k*0;oOwfA?UNup_JBTCh?}0w zM40pl-ZB3Em;;SR#Q%ypoATNJG8wicG2s z_PdGKQCi-V?M(OuADMBwrAIoH7h~Zy?g5_s-q=cL*~0Rq0*=tw*!@t#1xl}^H5KAL zidptbe}|-!&KD<a#I8%DbTrj4g$)V>6D{XFsO?g|rd+ zAbjw>yhMfRGa=UymI~OtLOwir2wx(wPW$cV&W`0@L@RnUAfVA#EEmUw4m>Za)ej;Z zsdjtbeOU!d^u%~GxcJ1U7_oSW{fqt)X?|ZVf|!WdiLj-x&CH0*RPA-FfwnxV$I(Fx zZ5P_t1^xCXsmM}H$V_>F^ylbQt3CtPkC3skbNqG@e@57Hx98cIS z^ch>}8?f4WWR7X6-qq_kVF&H}D<~8u&-vbwaE-Qisq^rGg_ZjwQCV*1%~DCei~YY| zz$0)hEie6L>gb&CfrED2*-cE6o94eh_08BAS#in;Q52Kc%r=v|JEvjdco#6P3JY-! zlotYV-k!oFGq?n>D{(!$a~p+D9SwzZho$OeOa%59R<&nd$Rt?D<9X zy&n7G%ufP^C-cm*8yHj`(RuXh`*U!4lv##{Ng;;yf)=#npkCU6f1MxmC$tF#kS5`O z(PLgMS@$*YbdDtX0(t-k>uoyA*_n(bh)h1_6eftdGI#tWkT03>U5vlOegVkk=@1SU z<~<679``?=OowToLqrfcLU?bcVLg4U=P`E>yo9)V@qiZ;m^3s_3NLD}?In@924>MU z02StK=sAn&6L1aO;~tQ{wB|0)V3x0uDp*UNOtKB8wJ?$c)qPuc@!aEYruJVT9AXS~ zjwdUq7n9@=+xR>)6pYEJb`#{P^nZQ-TMfgM3;Yh1rcE2#MjYt!$IpU2I%q(P`ALJ8 za$t*1WrfBPm@f11wBmx2chnyD5C|YyZW6_xz@$>%@O99;om=H= z{B7s|OFxxa71JTPD9uTmVt!(Xk@F##fW>)s5c5%7%BO+G_;>SQ{sh@?H!0(!;@m#m zg+&`+u7`tI23TZNzc)sUR03$1d@j7>C1$lV16n6tdp-q$$=I&?!4o00W1*W(Cd4e@ zP=Hjt(>2dA24O95>|_)VS)U@N)nXw!!Ss_`6}e90)#_=OA+EJL#`}Sr134E=lt%Jma+RDKh%rbk$1=UxN%$#nBd4uv6J$Gt52RrmJwiz ze_Zj$R<>O2(-m;!&V9y>OVUye#fUF6Og8luYf~ziuDY*?5>#($mN@&ww@>d%=(LO_ z%VSCV7h{w^CV3%v@ZTJIsZXhq?5n>_dE-s{6RI}^aArbkjP`(OcfKlFD@#j63A3MRMla6ONKM=58a%_IJ!VhNUvf0k>|ZK~jKG5ior5 zZ#%yVq9tZ{KW6WUNv8V}x*7^B>$$2J`>!wZUta9nVvmBw6Oa}CkKb+uHt-~=LlJYk zJ0>vOzdqs~SUgT0`>*#J)BPiOKoFm3#@qgjvn(-fKlGc7P#f8wZU2>sFznu+ZU1BK z-v9)Yb^f z_9ub+lfeC-UDThv{ZHQhKV;s2=$bz)-T&D|wVrN?NHX{bO%_Pq-Mu4AJh2m>>}9!1 zY8AwOfYyMqi#Bqni-fXmps3UaX_1;8=)r2ZQoRxzHh5wpUPQ=XrtWThp5<;!GTofE z*hc-vrQXJRtI_r2u3pQV$oPZ|^C{1fVzW;@d%G*O_S5YD5*G7c0v=F?qfF{2R=dR? zr{XTH;q>;Qk%)Oo!Lq467TviPXTO9tPZBc4?Y)^ibSj+T?5_J>rH;JiCsllG z2NH*&YxukQ;!IS^_;?QafdK^3N(MtxlJzm6Iw#x|qK+I=Kw9T4%u9BpQy~8(<;u8* zW0{)8d9unfaBJ7GsLylEl?G8*I2ZnGi1X@C^}UwUIFW}sC7l-DIXkYzPt9vmrk64V zJ7_+wdmghTb~$#$?S|)^;8M#KvZs4|=q$-#jqj-N-J zEV+#5{f_^q2l3&jaF-ti6o?S{$*Zeg^PzV-Fsyw4p z+&ENs*)58b0{?kSiR631XPD=CeUD`09)YbI1ci5IyvI9Pi!M|bc@xcyUZ`WowcZZ% zdek3>10Scob@|8VV{l4#;ljnc+s=ADU64(l9lSK095ZrhU0ayR)O~VHz1;-~q`5!-LL}^X{wzqg8?f}n$-QS) z6Cc&f_ndr`JYCHN?^ULenVQeu_c&9LZ*#F_iOaCLtNwM{9$%82KuU`t)!w#NeH|~x z9*!Rh!vnA0=%e+vxF1aj)-?QD*5lk+NQLL@cjmV5LOR@A5W(`}^X+1c3|qw;sm=8s z3fh#K2l*)G3wP4xMSR;$I&ds~s)mc|A66&?S4A$BbbBqcrp;eF^h4Wz{LFunst8r8 zMdZ4w4l*a!?KX3BM|+CO^<^zWQls)iqQux8>tVPTcfw1yYh+QxXB7|>TJX-)TOV( z_)CQxS(Rgas&q{7)l+}I7+R7Lu0#kRPl?0a_)Hjpyc+Jc#8@^8RxIUuuM>}Hm9bI? z!IHkq?;&HhYa97e_e^ZPuIdoI4F4|E!P}Y=&b^XNCpmBK?)fMo25BTKKQD}?cznF| z)GXrAfAiJ<{FgWm2-v7qql2zPrrVSYfUSw+7ecs1{$~7;p%Uu(GeK0s(qh|C;K(#g zCxewU$L>~?OC7K6YNd5R(0XPKN+`sq>UPn*YlPrGFZ$i~zP)I12G(L-UUCE_1Fa&~ zXog7i##vRYsj79&9<_Za<9l)Nhd3R{rs%q9?9>L2uc#sgsD#~|R!OXShmTq3XI2lE z(NRgxuWT&6LpBEH_67ZO1WW)b8k!9|yI zO1!jpZMPhjW_{Es*Jy&VQQhi;c?3(sz{L)Mxo*b>9tziGaAMzmN$#a#Ps-!kD@lO^ zH#xC4{)}&!@p7ERC~fd>{f22VxHdoNY3hT##&E*E*LZ_b3F5Z!why|EkiOp&q1Ulh z5^fV=xxMvzA~ye6l7yc7tw+S2wp);qSq)ny}2wOjB#?tY)|?Gv}RZxRs1>!8~kaQo&t7)v=j& zSc>6DN)=qvO)biGs&V8VwI}BphdJ#{UFuy_{dPJn#s;kKxM}(llFju#btwec7xx%| z)@H{ssb>LYF*xmgG#Q38W78_;+}_#oy8{C!P6mQm7wpi?q-WqTI?F@tw4i$)gd)td zCi^~)CY877PV?p@eYUjw8iaW(x_P zuk7HO%|hwmqufQe?IKy{rNnU7sJcyBk1VYxR8qDjmzR>^9@kwMUj0S;-Z$V$DFdSH zitffbwXbHM_SNhi1~p63`3&YxKG-Oq6uCx>JvYM(&VDNfhnbJ&fiuN2>DL4ixwr>! zS1i2&u3(4Ci%HemHU3p0{TWVG9BsO?#v>P;?RE$B)#}>`4h5G%(WS=fR{?fpX!hw3GHfuSEELA2GhrTLlhN)Rk4C zb3YR}Wdsc54ki;#(TXc7;)muMLc>{lqGcob*yq6{Pl1VNhVQJ>u@MeNARVMAaFV)Cv>W)e=jvHIBU@=2b^*bjYh5aFzt55sW?D8`VlX@ zzE;7DA9&Y7dhcUJ533PMLF`cnSH}hHdmpfKn~?uropRYf@67e+RJ~G*1qQhV?U#WQ zj^cwFyl?A;v*R5+c+db$SyFN6X=@_~C*)HOYas-kNg3JiCce32nga*}EK@LOKqa`` zX1FG8r{%IaK7|-rm#Doo+rT2+T(+ByU^ls1n<(qPIfHP|V9}|6C4HV8Kt7OP$V~m_ zcN?z9IV&4WN=kMxgVCNjGotn_{W$4-B02(VlO(oXHSeSEwD!wbI$k>RW_-u6zM*Gn z&ae4CEMrrCmBevjOv?I4&ix-c_f3X>yS5M&(5v|>Gph8PvYw-!`ts!=IEhqEd;FRt zor(j4kf{#B@2OWA*`AAsaLM||iRhORM`#k^3aH-APvsj8O?E?+BFN^T+_1)fb*p4= z?tpuxQk4q)8=VovgcJwh(EKNrFa|IX%yx6wPp!kRq3K*U6s?Rr2qyLcN37o%j0)vp z#i7I>TfWO>-JvitL@$s;_Hf7Hg`YcKh3UWRzk>JT;(E6ho}Bsi=s3@#>b{}9^)zEU zFmFe#LuYh?!nxGVYF}Fxp6(7^$-i9uLQt*eRT?G8X>9v>CZme&Ub7f7c4=BV_5M2{ zb2b1iGAzgP{ibs~dDTpQCyuIVJE+(@IE0Bb83qZS`6w{@Ft^VPH0T3}aduy89@Qj` zrf;@~Y24o%d+wBLED?7Qr#>`yUdR6C?&nWVjSYjz<}C>v|4!&Mtcb##-cKd*GFY1Tc|O=Gm=NXs`iv6iQyk4giwD3JUw}@Wz81~}oCgGj<-6k-g2xuP z6Xxsg%CRh_<1qxI)OQo7nk~&rOCrb+u7vsGnzGT(icuT>nxoa{8r$v8di)FNNKjn$ zWcaYrCposPAGq&5kn4zm;d0`1sVwnO$ZxBE_iu?BT;XbHT#wc zf+5+XnPv0-YULx8HLzOjg3oTVMZ3I}$T!E9BE@5=_RL@!h*rb;Ee4X?sLIjw5(+eX^2XJs5 zDV$B~No+^I zn$$HP2->w78K7)?&$2To#|ZhVG}svH_cDbbF%9(er+rlT`H8(-r?YQ{m* zm*bVtPw|eP2~IkHQ!q+RV9P|Vc{f^Q1e}xHpbiBsLl-K}RKmKXfR~{7?j(;74xFT@%KB z6M%)VAf!-0Z6RCDNBmX>=T662aJ)$S77+bpsXs~kt1eySXo*~1L&-U;Ob=s5DJMhdzWO_OM80>Hp=s(AUTU6A<~roy zY~`#a)6(B>Yc81Q`=o$U>FeRVZ=S(*b#5yKu;3QEimMMBLFkU^kdh~VB_>0g^EZ;qU)k8C?oS8Wf{G{5C|>n{+!RPZ|d~`Igt3Nb3$+U$ZPkj z;5pyBckhZ-5mjweEChzJsvYhd0YeG`!BAh0GqTSVH=DKlvYVZM@gV!(J8No%J=AVC zzs7rMUqd*Pa9CAe-3Md(T#|=ljcmb5*-lZeGpRX7Zy%3I&J&Qmc?Q@unb8IyTK~X2 zZq<_81Y|UU)fEaJqQHJoS8<+$Cl*s8)VjVtj95)Wq-9%A$z|U8DmSedOnMw8(%rlQ9)8K~b$Nz` zSj7jycw;aF%1=FaZ)5tLG&4BFMLEveMyX$TLmMK7!Nl>Q9^U$n8}IRniHYmPskM11 z=FjOY%oJGkk6F z2n@RBzRpR+{9nfMUuYQ!j>)_AB;R)b4R`>7`;1boKRDezGyVoO3U3t}&#_e6RgpPD zc18SvIZqPKY*$vW7qZKXuI;#n$KuD2AB)GIYM$R~*5-hb6*Z&6oo%+(GUUzna5W@8 zmkd%aHTlU01jiIJo^hH}TPhED;R}YzsPyZI;oKlsFSR$*0)wY0!;l}io9jqD7w;CY zw#u;H$~y8LQZT&;kptezA~W(UM8MPV_^kSAU|Vk$($Z|f6!>eqw@0A~Eh@0%FP4j~*Iig2$x-LXf{cFgS{C!Ly^;;CdI)`RB7> zHrq%+mWL&qX5p*&_2WlOdBFu$HEmaZawh075F6*n9N9N97XU;ZyS^K~o9<#cST5*~ zbOy*rgUI_R#Jab{fXbfwJF!~3r()=jx9;oicylJ0_mTlcviHX%(e1X26%McYYrFOdftybmf=WE$pBZs z_8E*ux2QLZj)DdI2{>i7dVavYpD-#vkp zXatOK%QQ_I@JJugB(36#8Q4`8pW{6Vk1N6TtXc&%*m288!CKtNbzV;I<%H= zlK$0;f5HX97cdho2bxC5>&o@S1`NMa?U2+szOlAezq_@P0LUkH=G41zsm})(HsMh= zH3W$}w>kWi-FI*ARn_&z;EnUFuwmoKv4y+`dlZaZfGUsv#)6)^o10tBUi4t<_t#C5 z`n*_6YMnU!9OJ;=?_zR66cXc)6=iV64$V9E1#6L>YUwOQ9$le5_*N6THAQNKd1lEO z(bX5ED*YRcu)U>XFm##K3ig!b(4j-45hgLmgjB{OhjxuYj_7qR%ns5Rm&s^qYAu_~ z&}rlBF7G})W|lDkbHbU)sSR0ez~GR^dj#a~I8KH$JcM!VNPu}5UT4cPK*5Nos#-KO z=-~#Po0{w~SVjEXK`?^Cc5iD^l0&UW>Ix-E+7SdX0fkqxR=(*q-}9>Hf2{>Ephn|( zNuLeMEEV5_%rb|~io(zY6bFvNaM%*mJ1ps?tQ0-_J{LprGNP1lb#;|E`us(Z%;h$o zi`fMuAoiK(9?Q0t&tSChZTGcw-9Ru%V?I9$a3qaoL&*8fIu_9*^=*gC@r{6KykltC zn2e&WZxbyCvg3@Z1`Q0ngDW$-5+-h2C=oSbkp(c{US)M-gS4w)1K&s|Zqsc9z$n$g zzyM{__+5rwJ@+|t-QO!1jSQ&%FvxfqvTW#HJ`EK;YHp&XT*HVcP-}YzZ*J=8tzsh# zXeNAVt?oOOkJ5#a3QMrNxw(zD%3KJ%;4v+ekokEe;6jjs$BYse7_xn>Xo(S#L*<;g zF}>L!mfSEShjJ+GQ13Ew$H8qqXS2-25Xk>wQ#QZI;bk6N382kP!I)yR9apO z4602yTtra|)7^TfHj-iOVIIh8ChG)^XVS83;=M_tD$G8${Qg4l>({R#CtR&gu(}GP z<^L$ExoPr>s=65W;+e(j+^j~WSTzoMB{?EBz+ei50c`gO$)=9#)KdEQyU8X=4tc<1S z<#9tZ-d=>-4KDifpN4&`LqcfJe8EM^Vz9jAiz}Gow*UnahE>RQ)-uZsS_&_xvoR9w zgB&b6=6%Lf7Z|ocAs1EW5s-Ducly}@Y#frKQ#0M{qPs&3fg&vQy>UlK#27E(fDz0O zz{DB;iKfV+_wfPxThN5srANW;M&Zq_zu5~jN z;nC)Ki-q@8LiZWZ;!}OOZ$SLC+u-zrPk%8VXI_f!4s7_G-ar%Bpu=^B%EH?K4?FBk zy!~{=97kWDMWpD0pdpoh&&BbNU!DvN=fw_0xXlYTZw+4Je*e*9qQ}eTB$N74?{x-_ zAum(6JCCu(%9z|3y|HlcX-+9>YqO6w28V-jdkhypgP|ff!5FYs!2607ioc^1dOiI~ zl40$VRy0;vM8x#Qp2Xa<(9ly*`Dn^e{|VmciSyY?Dof6mYvKmB&qxQ}h~P7N!&z`7 zCv+LB1RZ@(*CpGx2FT&pCBdbn9sp)ZoF2?f$?36}J2~YKE4@A;#S(qGl#q-B8S+7&qRzbLa2{VUmgRhje>59Zh}XRq385`An2H56RraXC!mP ziA)y_%i0iSH9RzU-quz*f~f4kU+{tREk)M4B|v+|8)&VcfaqQlY(IlB{#rP+hU@@mGdOG{N>=&<8kKcZ<7tcf%h+|bGqZ(exZ2mr3a&%dp90&iN zV)bzDyWMCMSwI5Ey}XN*UssLs*MGe6i3yIQXn#Ud74c(Pa7A4Ineewev{|I@x{1LJ z=CCL#qcYr!r-O5fY*Ziq_~fr&!M$-#W8vYyng4beHbswJRD4rqTKR_Ny4415^{a2+`t?P?yMLv?uiR^p>;CoycsKsbq@;Jx zxC}v}#O&E<4~TUcpnO9+JEev$E+rJy)H|iLNJCk@w=u~^=4(+jn!NADu@H**?l~)$ zk6m+4eKrz$g^SK^-wOZDAF?HIr{cRzM%aI^p=AKa*4B2}54L+53g8loMMKuDi3n^q>0y7KluGt8h@`BUPn+Tsa1#jeYfttsIEpF7zcL!uh*a$sBw*EDRu-#Go35th6L%BGz4TjQlD@TwtYIxL*It7?1Txl--O%4s}&HG%qSJ=@#a-KYezBgy>fD! zbV5U!by4QS;T>gkQ$D}F>bE;4CJMo#s67;$cwC#lTuPr*VWa}g4$11zfCR4 z?HU3WxG%h$fNgN)p8AQ2?0^7oGB~3UUjN8b@iG)MfR#s=OAHh29=#&`hNnL+j^Wh- z+^bj@u^usfgKk724jA{md>V_FpI=5sCZJf0<3Vt6_}G|{l!5|v=-YNjYO7N%b2#;D ztVTEArk_9TRMdC{3!tth&WaQAE^b`6(AX=ge|h<8N$jKE?zjn;z5&ta3~%|(w{PAo zy1SH-BFUyW5N9+K%S+a&N9_B`SaBzS`O#2yt0GI>)z&jlw9STdy{c~g*YclIXRI8R zv$*_C?Z7=F)Q_lZZ$E9AwJHL(oRNi~}%3f5Z%-N|zSMXw^NWiUdO8W?$QQv^?+f2;1}p;d%C7ykXp ze>(Eseo6$BbFmqZ^Y>eCORVpzwXzjsZZlifXt(d52A|jaAiidq(YnUm>#yWIPa{)}} zwN-EMoeMvFY>EMom*nm*6#0K7y49`{Ozb43L{N%ZJ=F34U)r+3sI77DJQnReEUQsu zU88jb`}8rk29JcuJ@0o|-{o0EkB8|HPhJI}{uSPTKLT6{=?8Oi@;|Qcc9ca=`bRu* z%?)**qI%yx_2Hwcr5^j(E~)H-n8TLK_iWaG)akDa6Es2_UH&*%R{L$KM7I>3iMfMV zP|fU?Ls08-Oci_hVhcM%YrB}Zc#=V8JSjDgmJQ=VR+^~Kv*TA{dOqtyx6bp9f&PnI z@P7%2m3aN#6Pn*s5*SY#LiaSUY7$){!+QoK;5-@}OsRdUdBLTk$VoLPLIxA*?~BnI zV5!2|BRdpk=c2%B*?H4%!*^IAh51U95StvK)FyqxermZ;4o2Znf*6|ShZGW)F=8bk zA6YeVx4HMge_Y;C<{k0>vIzihyt#*jME#!luZ;lDlQ`z4#gIyDX5%NmeYGgB$*qVi z;lA*DE#tqhV<6E1jkvz0wTzO%VtHd-Er_dVpSp}0TZR1Q)Fh~?vYYOFV*wroz0k(P zZeB)2tqz}oNQ@3Y_JvVul5})hh4GXK5fc1y%tY4c=BACIbgVxW6?um57pD}anknzc z|LdRyo)E#je3^HPjecLl?}WrW(P{W2rTrTdd-|;vOdvcPp^qKOvg)+1FElUxnE2EXRwcsb=#m_T2I(O`nL4js3uDco$n!)L1;ebT)|Li&0z_zr&|sh6CxDDV2*DhDDTJGs_2db)z^x9{=1R9tI{NEuNqKVbq5U>0qIq~b zjF1VJYzpY|5>C0i{Ex}jlh3e4D$^HFBU6&7Y=mw|;}5&=IXs-eiw5!B(fqG59vu*Q z0b%%23>#ECwLlT1>`v%tRIIt}mi~IiwJvpWCBco*i|2o}T3B>I&P2QpB7aSr$OaCG ziXVZ(Z7dfz{i`5+G2&b3hBT}mXecpa&e6~Z`kWL~{pXg=@OI^?D>DVrN9(oK(6zDF z6W@nROJ0+K<~A3NRHVveH~5~4fm4@>&j%Zo(_>wS0L1-GxM|I(X)=a#&kQE-B3-|JpG40p$V<>^Ig+YJu*eH&~#9mgue1!>6T zQUDTVfqw&49%s18b;;Ylv7+XPMJrF5sION~$-X`_sv^5je5-M~Sm_^#d25RzxPNBI z@0^tKkF}EKszA8+#yz}l*D`-NA^C?(oc|y1{>M)4$lqV()*~PHKVkp@t@h`ZRzIt(jgI)-J|^{MuxJ?~TWJH#X=}%Z}7Z9kb*iPM#tl1IpVK1`^v2qsi;}F1kbE->UN=o>StW z?Ha4>i1wrl?~7p$j1*_{W8X04Cv+PpQob@wHUF;5W5DJ3=e_>E;hm#Xa=;f_X&v76 zF6nR;puWfl)FX_<>uI;K(vGUAdS4;eWPHSgkoAwPetq^X*B}+=pxb8phB}%j>sUt` z14G|x#xRr0i14=y7ybx zkj(~Cb+NandNUw~;X-R|Zuwxs&e?kdLr@sGxJkbpcc%mcI@twf{ zPi&xeRR%%7<2)%wzm4_)Q19CMWY~IhT)}nq=M9?S#3A@L%~x6b&~%Z30Dk6KICF=} zY@0zI8PFU1`k~6?wg1j*5FujURR;edBD*H5s@6C7{Q*Y<)hDnB#@;+f+Fdi}R)+k? zP_NS$Mb--<0HGS1r&=n~{k9aK4LbdwkSvyT(M2}6Uz{@#*Z#U6+7;~bgIEpQK3+-% zG5#Ol=jSKFItkvkI@odBHdsbXXE`_@{Ah@X>lc{YqW5$CZNLA?F?h#e0^#NhDqoQ3 zZ%ae-SMmlgTa*<3s5RDnzVRB!Qn21tCzre%<69bQmyE4q55#k|<*XVRsZg)9jDGms ziT{gKBKhO?&sg-c0EKVUjKbCdl)c5^_8&y^{kEOB ziTTVISpbDPTCdtQ6zBD4Ykr!PyC=2K}j zlh6T%N2CMjLLzIlMARkoF_KfB3bxL2cYOL&x4@tvF3s&IN(F@Rt5X~9ik)(3 z<%XI;{P_e(FE+x)k3zR2mH~FF);>&%{JLCGOID1ZGd|$IdyxKWz=I@T6k+^Trnmpo zcQu>)7SLzb5KrdYcTs~+Fpriu*AjsJg!Rw~s8iaE8^$^hCW&r$6 zy4IE`#jn>$mrEN3m|8wr-2KJWXP};yY`)Hj4Z5!II`g4xFs}$MD$Xa;^Nr3&C9SzO ziR;5^Hy64<$Fv0|gvahCmPQ^FVChyQIpbQAN=n{>Q!UhXXNLc=t3PuvU7Cn@U8%+A z&s2j$^SAcaEPs@hr>hxEUE~IQb^wx{7qig~1Y2FmPVPNDJvJ9xl^5K-DLk%=K#BXv zna|wEtf-YjOL9W4P*^^IGn8;4QwSj+H)1O?wuIZRqaq@>JjJ8UE8 z^UpT8F9B7}Llb!*m+KP0-WuYyyYvl(Z?^J0 z`_zi{K5GB)Jm_KDKc2MeD)cy_Zag;nM|Z@awBF4KG4Ouhw)=4!{R<9CX=yH2kmad! z0lvMHP5;Vg7NDj?vl7BS$KHEm-?*`42}Rg7thLM@*F&XwH1cnJ|ITK z#bHC>@_ynNq6hHTtXc8^(1CYf%J3!cigY|ePquqXh;_K;mZEdG`^;I_#)^`vw5um9 zs;hT?E}>g{lqRfEiS|UAYL`Rl9~=316a1+(Jpr#UxuB03-MD{UBr#x{yjsAYv~#B} z6qwG?9gXUxp6EZkomTSjqcQc=K<+H_BMh72btuO&cIt7!NG}-~nY^|(A*9P_`lnPF z$meVVxQ|3a-1b7O8r4rb6~8x=-c(h~YB{HcEgJe6?aOQ=40}o$>ZA$*j+)nIXXk*7 zVraOA^5rbwWr^I(<%d}wAD^zY|E7q4WnTd_Gw||LQWDKA;pJ>%CO(UvOii}#8 z!|`I1{PDd1=>_Bf1R@(nARF_Si$WuSy*fXN{L$=pQHGsZsyYg)TlqaNG}FelNL)8! z&+CF2^xOQUD>DDU0=2ZvZ***Y8sx05?@B!FO8WS$HYjiE%4O{sr7|mgo+IvW^3*TV zH+IFsDZE3E1K{e^{+nuM=G+L$TQ~W?7zOZ!_Z4jT1>Mj!+3x*2IB|et7pMVCqd$G> zuJ+wGFn&<4@W_PlXWBVHR8(Q^+t-E7p!Z>Maq+ZHJ8$b#N(vo7eHK@kj|Sa>P&9qm zn)yDGLd76qvJ|)sl-1;y^s{4=3RmsVGBe|KTBZl$0uZhDgKSF|_qZNq$&$grXMjdH zmcnloAL<*o3H|TG1-yq65&KTJ5Y0pHf0AJSSMU!W*ecR$3rDHbf=FXbzIte;Sim zpKWXm#^)%R9uq8l7~mZ$=!+aaH8q8;LMiccT>c;+JzzRoa8a#FAAbj{Nw`wv5wQPl zab}Q}nWmHWBf+GOR< zi^(byJ6P*=aq#7(TPnGEQH+>Lvm@`8pwaDoPJmO|c9m*FZRpD;lS<}fS&xilvzQ=# zN-ntzU25uWygn)vzIiVCi(>+UsyJxAGYaQxZYHPRn-cEA2+tCx^po;Ke;Bd-?F@Ir zdF>NuFS`EC@`5~6)sav21yjl@1 zz`&pk&%dFGjh4P^0fS~w4!Lus4y);6pkwBkUs7uK; z>Pty)Os`(+^e{@Y_N7rP>sT?=vVoG>tYranh>+_a1W5@iovr@drCJ;y-I@h?4Hd!M zHfFkt6gOq*O9t_a>h@$&XAaQ znw-{u{KLQ55#R@302#zBRRreL=mNoXjcbkDIvRDOqy%8jw z?+7O`Jl-6)Sqv9-;BeN^NW%BL++(y|mK+#)Z~W^HLZwX*rVV6mtyCX4=dG^|5fJcv zi`vE*liU}c8JYc(5bcXcJEJYQ6dQk%x&P#R9s~T^DjNFs9lu0W0w>-L$tp3CFo2gT z1D@vf6_&12uma?1xtlY`RA`;^fe;1CKdF)b zTkkPGaAZ%dg)bcgK%qXb$(7x=4UzF;VD2Y+JX-1}wtcPHKuXqv!`Vdzf-#2Tf@g38 zJ9U1`=dYyx9HCjmB0j-lfVoS#H3`6~gWnR^CE@`;uEH z-coZsTQuzX{*LF3I=M^=4Y0g2=4fL~LP{#+aBWD`7X^>}wrq5`K0+N6uky2s!XJz< zJj}JUbP`;6ZF|we&9R*mg)O(~6u%%N6+6GL;k=Ks06u2dB=+>E(^!_qAu^$KtI%ve z{~uM6zexG#k+<<}#*+|6XZDvo_IH8F?xL$T#S*^aRK0aYb0Pfo3PsEa1Oj(xBA3O6e+5VmL`YoHJts(Vw?w|*yDnl9v&5LB}H--J1hmA^7^F` zF?pupd)Zl{td9ro3hR#~f0^JtSP!IK1{05O#dv?r@*eCDqJHzjn1q<=A81Gnx5ldb zf*({?#EuO2t8mT#9ci^C6)SrrVA4Xv|H_5DQab8K z+}2ez;h3y@|KwHt{&04nganst-O^S_QtC}@x?d*wfrEtl@bhu<>iut<6^;+>T!*9~ zG%7Rr{n(p-sZqpB1p1L|!pWkaljJnjYg~;SW&Izm z05UD3c(nm(JKjFNXaI!XRjto>Im0*MIE=_IiYmrx7eBNdhmt>MVEhjGzh+r*azrou z^_iIO=mG&wRY$PZPawtn2jG>wJJ5~Gq9xwvOWG))2IVyc{H_uD&=u9T(BW0$sZ;J& z#x4gIzzUgZ6LBy|Th>#_6f`y};!8VTB)io)Ua>-$S!+p|lKZL-!s*`D){f*FS=xvt zk5h)w(wP)jwf=Y))J3Mp7(hzeBIaV6#F;IbPOY3pevlS=9NC)H7a)?&Tv?ShzK&kY zOQ>jF<#be*-sjhHlZ?d?Pi}A7BB2qSiY|5II`us&^1!oi36Xp$Gi6~&VV;bItj#<9 z3a0t|KRKaq;sB*v#EB307o2%{oxnO6m2MWO&tE-0ybbqy`~X4q#(CiZ&L?+q1 zGy`4N{^ZksD56rLI(Q?wM8`SOt#p(a!m5@zo?hZ!XUrM$*>gt-$5taD$=xOa$Y@GP zDRPA#Mn8KU#0}%l`+d{WM79slj8%P6-JUmZ+BBL#m=z>9S)181yy%3Jm(m<6KhoWX zpGehC5Kk<&p7cf@O3#T%u9hI}Q$h_n7l{ROp>T{1b%PeR$-3m$ zS@tsJa&5Z%fogG37-xnt$7tUDfAJ=_ABjqU856jv(H+IPJHu{hxBGNEI%Ndc;)HpE7T|6Q9c?xbg$j6Q>uW+oQ zqpmQ~V8arkILeu&1nL|dDRwjAgqm(CC2JUlJMxHFrkvB)OXHnDq zFKivrD}WY;Jrq@ z2^dMpg-V&xbz{8pm7KI3=mloJ`LRQ+^u-zyeWHUJkG{i1abyTyg}PxvjjVe{O_8=T z;@%gG!#AG}+TV7-gU=N*K_7}$ruX-J9-K*%39l~3(Is};P;TnV2cS^y50#b*X?GAx zOA!{kFFBmKNCml-rOAz2Rh}l5&Goq0wNh%r2z&O#8O7);68C5Ebw*iJWQj?Cu_9lh zda^ep9Fh_!M7!=}H?C+MpLghlfP6PoD?JhlCU?38~P)9)?KC`6rd_W zel|Zzo?CD*f7T>Q>CR1Mil0)5vd(dw+}Ax=`AVQyZe;w#+@yE#Ga*k(-=1*z(t{$}ux6Q|3XVsCakjlH z!spfRrDul3*iRZ|$+!Z|Jwnk>Ejh=R8ksh@wQEd=uh=l1=(bU_g#_FmuNzdiUn`LH z%#fzR_uBL$kYRML-Z#u_*jLi>RZlAPljO-tq+ul={SmFZltY7uv8Jstsi&um}qhTaB#|moZN6JsO z6&fGG?IvYtX)EVhg|qR3BT-Yf36I5=IDf2Vvthu;y)r%_ZIV_%^xokar{5gg9D{z9 z{_6mL9esG?6_)+z3G>jM7_XD*)iX}?c7vD1&w%DukzhEW02Tl~D#HH94tBNE8U`pI zDKnq(@h9@M<0p~}J|Hcxj!o1=Oe)}=ZuBf{DX4L-cP{`NELh2p4N*ChemWk_eyiHp zgWG}jVp>`Ge3#{HrRg5Q<8Vr*^~ZG(b&pXo%-fs{>!!FvL6;;7D4$_%%8#AgY-LfM zo#nRg0>#Qz@ zO+KfMm9V0Uq0lZ2U&g$N6qpFz>a$3Gb@Cx_;TzvG=zV%c2Z?=|$tnm4qeT5$m5#4A zOGV4MQQGcf$s4O9DuMY}$7c_tE^X7ic^mDCWvePVwAr9#)!w8xmqo8N$t?Cuqxq(u zeBry=C|_@i@O-SIEF7XRb6R!n<@)WQePt#W@zvRipMA6v$6|b?sb|&u)PD=;O-6uQ zbtC`DUj3#IYP6fyZ+m3IV4namo&C|~3z(NlsHnxivL-Zn?<}x<@W|Wl*4CQyz7MvH zg1DY#k}*-(6l0gn>cQZnGd7nHuKKO>w<56GnkQH*`y0MVn2O^nF zOdXaGya&n%4$i7CHtmr<+m+Dwd>EHcWy`AmZKb@f-rkn*E>^rX_8&9=&Babgp!YY+ z;7_{`Q(CTwYq3ONzVs8N)z}WG~rd{-ZsjQ`j0CU%4KGz{n?p5h1vA%WWKM ztBPV`4BPp+&K?>cAdzCh#v)|VI8P*$^;Lkq)F4)`+VUYPla{lPh?l*MpF0%3k|xn( zj*f8BHP)*fgYXj!bRDZ&{Y`~iJBecwrLmn=$b=*>H+VrPltmxFvYeQ)lS}k6ASbF_ z#nI<39&jWvnq&^ulAy6_8PH`enCTT43HDbo!%5V{Qbl{`5}PMwcmjfdC6BKRCTp3a zBmc?T`m1vlUo(gzqKxoTTj~%e;!BN5Ksm_3(tS|LO!hhpsm3H%Y4@NW%dz7<&G^k} z4$^Yp4F-za%FA!V1dhCSv0iO!#_VcSKe=10VS!x=*=XHjJr1eN`KtQ@@GM^F#cXsReL z6%d#Bjn7+vzD^57UUT?`IG!OaC;^4%$*@k1PlU8_Jmy!d;Mg(t#TB5|?D=*Sr>E4j zjy!tq6g8UEzBQRl{`p%B&*O*VP*iot$;E6oENIY>Y3uX(K(XWxBTHZEsl3#}-lD0vv{1TbWhdQ|DWM%nY zoCc{`*l$vR==uMY4bWQy5Ck~{&$jQBR*0tHS(SSppP>Eh*;-WsB4WM@zJ}9S{zGr* zFZKlCK1^&)K~YB&7-vi~hSu6zx2OmKldg7=gcqn)o@OV^074@nYbHiUd~ilgh`QIsb0dUgADk{MF$B^nsDlVmftE7gS#s_fK@*nKKB{D)zrv(JojJXJ&|mp8$(#H>KCrKKu69(~DiGW-NFdh=uudVB&=7{r` zV&cUvK3OAgXep##nmT+}?UozCZ}%F+Tv4r!cQAF-yXkUPE*>?22sbba-bk{6rUtgY zgy@`Z&KSkkU-%?uGPgGwFk~PvKjfe^2@*GjxFM@(_&~!kpPLOhV$wYmGgXW%0Nlxr#wMzJKnQ+alzC^LG-Gy$d>ljv#R#5)5+_7 z_Y2)sC}gBi8pSCeisF9H|AHAib!AYkVgYaSH9mgbD#km+XmRG8;rbAdWnLDV^VQr; z(U9V5DlQJ~d61PHhHk@Sy%7?N+{k-uTVzz^p`+0VA `EN-&bZ}KIcI3hRWhp8lW-h z-kJr>+G^NuN;aObxU@4KC9#@qq=q~nWt!QZDD+{Z``sSNZ-BrI3Gxl<3aM4G9WILM zP;r72;y8S@5Ruz(RzL=;BwJ}(LTp+*7 zR~&@|&1KXlTkGirpcK|=Q`6Te;B85!9C0Wf-IhTk;G*x@Ua#TkmM%vi)zT;hy!dL# zLWT2o8SCv?YxVfolupQ=Q8$x>rr^8OAv>FqC>(p;$a{xBF6WfKnS8u?4dQte3zznh z+Q-v!!+t~Diu7K23XI#|#)@Co*~A5)vO3#ztUHiFmqd0Pe+r48NB&_~5wMl@+j=-3 z{!GM7vL(MohO+W?rufPQUP?0!`rGQGNRu{`TI|I33D#_WWKg@In7GY}5===BX+4f@_g0(nVe)Klr|9JI#G*gU z^uf3Jket0U8;ssg2I*3^W9NcJ3W*cWMAX9-7{Q zfO_P$2ohKlK_gXRn7-R}>mA1=puLxhP>2**Zv{d);`j{dS9*aPGcv*`N9XnNg>@zwY}2d1 z2|u})I+luJFCJ*Va9d0>2-uiGoel$&M5RU&sp7QN3xmu;XVw|y?B^zFmW!1kS%AW@ zK$Y^u8@P zPAwqx0IM5It!qh^90pR_MN#~D4492sI zefAbP_JnPQsOR|mCG*_zV=?=K(Btjp-)$fMFff`JZ8=>)rIfisPYQY0u|_Ca(tc4F zT4L@lk$qJ+jSZH`Jz;%*Zcn@0)_$~af&ejE_20LZN@)qYu1Dv_sArU4Afu#|Mn|7- zDWEg9Dz4$iKn?8NDltkGtk^8^J$!vqFp^&CS8&fhRovA2!>Z2-O#M?spsN9gfnC)F zi}X$5B^*={G!rpW{V4*UUMW$+y*f)8q>-Cv4V__3G@mex1Q;CoyxtK02{96dr8e!O zT{8rplO4jB(QhSI=_2~NSfM|zA~Uu7;MU?}iPp{;B2V2}^Bhdgts$hmwE(eWAQ~=Z zcN8JZe3f+L*BA?xI601aPSqyMmi%nLt$q0ug`WGa;d>3f7wxtwzAim3yvb>Mz2>%W zvS+G>s3uP)3_85F&zkTw?Q@xhFv8SyD|0#UhV>~as1H{vLO+8?arQgimPKM$*a?|v zvZB3r?pWzBPM|;FwxemT2=Ono>izC%Q7z4&0R*|S$p0bGo6O(zER~eRRr(XBM7Uec zk%M)upzRMSY?}HZv`#!WyPD*X-%+_9HhLXaBtxw+h4dbd;W%e+Q$v6+*}b(#h9==8 zvRYf8lxGSRZj2BuyAi*z%lNdf0aR4$0^?#wb0pb}pSV`fy532l5?j|rDw}@;f(8Y~ zU@%61H2H0%bRE~nED>lQk`q)g7^JtU$!my=IJ^=*`N)HAu&PU}PilXYK4w+fiAOjB zkaA~PuR&>hOZd_f0kJ?2QtYq+q4c+#o;>PnZkBS9&S8CuI4KH&wXxdbbq3q*I6Dq; zp0{=R9xIA6%@DToj?Kb^#mRD7`7aUVhkGbWlQom%^iqXKaSzNwL)%86KGbZukxdf= z_*>J3sqdHFhe)xK?QgMAr@Gl`yf~&)*gqWDO#yP7VQX&$0hck`Fc4A z)~EZrZJOzA?jug`xHoEyKHE3t=7c$n{21~Y_S39i2*JNVDLqMmjKk)dqxs#u4FJXx z_#`?=8M`To>l2}{d$0l+>{&OYlt54iD(bX32SS~5J;$cjIV-&%P8Z)G#9nW~`*z1=HB}`H<6lnN7q^i%W%lj3Q^+UvA&l5Qb?Ov-ZOHmA5UVVYZ8SZNw zi>TzykL?4^ixwq>?nGF}+vJ1kh7@?-mL(SUJfpYy=C9ZnTOeO119CVYGh^95N|+;< z#j(W`QU-BeEZS)|qvYJY1wApS7a`=H050lzOfIPc4t?hwM73Wc>tNoTa;}-0RC+79$&)j zTrRi#>>FZPq6SW}#iKAE$IoZ2RG*g~fc7Y`F{T)Y77RC6nd7g%-HX4l&!}U8XpLHw zI;cE(Lt%coN_rEaXh)Vz$z*^3S##;Gd~j^wsq%Z5-tv!%WQ%~@|tzT9!Hp17Z;Dy*%A44a0~Wy3Df*iZmmn_?6nG7)MD!W1(w|G;@e6H z1ob$4vY<2aa!N3DEL1k&m7`{?P|@`*Wp0%+UbI(7 z@J9I?LrF<`<-xkgx%KYxW`BVyg^Scpo-6pKY@%Bm^Sse;O{jj`{2$`UmpaOBJ!XSw@KW#2>>OmGvr>hSsH^Yl*ytqN{0BVd<2&F+2l_F5)oLhwfy6K;$^- zcEyMisQGby+IpX@y99El_%=zTw8l$k6G6^ob!7q-!aSY&6anPCW+3@as`5>VTQBStkDByq&4jVsw%FJbD&Z;o`a%u&{!r9h&u zH!4!(OK0k}9QhJVYTOPxsi;eN(g%{9B zgiiTw z6fs0JtMCiE?hPPg^ka2z1bquJer*4lj!ro}8 zF!6KVaT!0^%_d}XhD9Be)dZ9Uwxs`kvH(jSE^mVLg=oTv?gV##Iv7o1KcEw$7+3+r zl~re*AvyaldAMS88~p_xot8A=ZZ_S8u&W=?4+Svqzu7i_9vDA?G4T2$Xo$FCKz&C4 zUSN5y9M&2aO6So!yIKVt)hl&PW^FBtsgJGaQyeZptK8X2N<^dy5;J$>$rw0lJ<4VX+9b0_bd6#a<<)vQox%yh*u>&MFm_%6X%WF}A5 zNNf;@0WGH$@>(IeEz9Oaob)F=hnUj$U6sdXX8X3QC+mkwMT%NdDvo>$R?)NzW3UJvFKTay84OUCnHpyT zqZe(0!Q-=9d5nibRqGMvXVV|>1>2DgiW+BRiO#L{6^FzcPk5C-YZZpz?#)>rZj5-& zFp&$S7m0rR`u+mgk~A7Sy)ROSji+6`6jtUtSDuw#)8~RoQx@j%vJ5W=j7fv$-X2k$1U&)YcUcteC6BERD9nB&CRP6#k0 zr@EU2*7c4_}^CL1G z;8dKcGNM@WKw84`8jaudmGkwOO7sGcso(I)pT7+O=!9&E!r+V%Yp&Ol*0YUgh16xk z>OomK+j!#&Hz84R%Hq+SZ@rUtTSyiemp7^SO0+^ptY< zXoU2I@P&wb-Gil+CtF>=O^c{sq^TnlZQpZZ4)>jcwxaoPR+q?gv->e^XcllWd6wb6 zZx;$WcYtn?KFDI~cHZUC+klirebH`uJFnOrt}BbAAMWWbusu+m;RLE-XXB@m z)mO#)Ug*ygY3bq%BFHJOh{u9Du69aHGlX$LC6+`MtGZA|1O5oNI-(+~sdL9|)D^Z4 zAVF2v8?0-lDZ)5a+MB3sR-{oX#KF-VMl!{PN6EWv?1$fje zqZ3oh}QA3YyQX?VxQq(T{jEpD(K>T0Op>enE>u{O)L0e1%N_jIV)@k_i} z6}u-c(-~{)dnqOIOoN!ynu>0_|A30^=+%IB^9V=Q!X&UY0PmDtMj3nX+2NS<{Vg5+ zaA)UOF=-cN1vfiQgb^6gY{yBBHZ7geH3Rd18r6Y)0A5j1wq)@h&pz>y8ArvdLW4(N z{rKgfZ+y}-UaWFLY%D%c`rWJ=uc;i&?8oKO2CIZ09$nrKk!yDtX&o=I(GQ|g>Aew{ zIGCy!BR}uTaY(P}xUL&w3dW@~Z##R}plXMKOrjQM9?9)ytE)nGQ&u3MY<2DjPO?AS zBGY5hspnLk@3KlRsqO6=1^X;uLt;!6;_$ zuCvkuR0o}V*PcZ)V+DVKsMnwCYVrq&a~3cuqHjiH8BjKg3_#Vq%T(8~r#wOwY@!K& z7oGmHnvXHq55ZpqFW#Zvaf}EbyuF4Dr{K|bi||ul_hU%X@vJ+?J6&dj1KU+(Mk0?R zJSXrJmH8-M(nnHG7I`i~P$K8N7EQ=8(N?^j7f z4TbmcJs?-S>9<5np52U(#m*`Bo|?U@8B=D8sE8rsmR{)*neOAfL(?Y1^av6ZFpgPTZDjK;0s)+v|b$}7=z)iE3G6EjMV zA|H<@=P=#w#g~i?GF|r=&9Apca-n~RiTeqUoSbUrmzsY3(c81xR(i{-z{9=&Bs3W6rjV~D_P7uJTW?V zI1!WT2oDN%lP^%d<^cPIRZ3ByXaY4FpxraDvexeVPMlWbA*shv7w_k0-fK(tf-#JJ zh@4e!C-40$+}Fx*xO|H+pa8II0qbDy3uuQeDU*MaDG z_bJ7snCUo#DOj%d77eL)_LwZN7Z0ne|55Gwq6~$T4-gsFUXW?5d_K_@cHMRnFl?MnVZM zvMwS5pQ3MiNCEvRtV9*UNB;uZObACS-l3wU!3abBHGEgFm{8T>X5JNIusaeuuyQH@ zZX(4qyRE2w#JiXs-_m(GzX|eu+NNB5;&PTFE*z6y6a}e{v)epc1=m<_(A&)7s=9SO zB03S)^)g;@dBuwU>T}HyB8j}AzxX9mnftX=BztgIBJazj!ZA1x5AAm%ZPyI+>`cv{ z;J$}|aTQ7h5L+(ZFWjyX{2!I7bfKm+z6{}j2VHm11A(zaa+_8eLd6Kb){Gn`Mga~c zbZf+)+^}hGe{9FExwM+symMUR(wmdQ7rWr1{baQ)dAqUZP)fCUXGHp9HRQcZQZCi} z)T|-j4QC6~uvr`FrEYtp^W>}q&{kcvi9D`;BXvRG<5uV(E#0wc6Vv&Hc5pstt38xYEtAnPwzQd1f{v6It|hDvL%YkRK=I8VRo*#fJ4+CZbG$!|r&dFIyr z0EH{Ug9%6T+MkatJ8ZZ$xQ#)9|7m2Vt1h$O-g32&SHk&jrqt&ac}RKLFfX@JwGw*v zg5%2(uXf|c*pMS1({=M#)*RBrEn)8~Ud-&2K+(rnKZ+;SL0`Ex7T<@}7H*7OZBZd^ z0bT7ErPLR9+8BRjHAk>@BQZ;N@nr|DrOA0pMvJQv zJx7OYlTYzt^#84P&}-c3 z3)8}76>Wwgh=<*4q9nKqi%IgQ6w*<;&A!mvZQ-bu3!)k4yo zYozh476~deZQ85Pq%m85ZkK}=$6o+$_)IU(oNh5G2>a&0d)lICP6NQ#ktw*UR%Tj2_XF}OLDEg3Uys1?i%+f8TsO5om4ak( z^9Df7oN)-t@n~Igpkzp!Px4r+z4S3}*19j~oddZ65ZN3e1E*4Qf7(;>U}K;WR3aP( zW1|fM)`5yWypi9B9Fz)CJbEy(O#g^mAlCvpNO>)g$s1J1D@XP@*N6RK`J*<&H{y7H z?>U{E^}_}FDDsEaGSjhU@=@5utT*>e{OXiK2$Cl_rTAx!JO*@(%PIO2W^*x=y-=fp zMtOw^rRk(syhEP?wFrBx5X8%~y&l7H{cGVB?E#R`3R5Cu3LxC!1X_IfOL-i4_X-@B ziy7a}^`K{8I}cGMutF0CD;GEF`@~I})vO%$4xy6Ul-ZA~1~#rgZ>oIaRdjh9ylU6^ z^jw34gYt@NYpA9eSgi}}^%YCzntJT!u5cLv);a)syOu}k{M@wjCGFFL*tVufuIZ|C z{hWtb(s+UNpws_b>H}sGBCg8sW=l&L3xZrJ~=32woqahKrk1b25QK(GM8f;R5b1eZpF2X}XEoZt>$XXeek znfLwHx_{j6%VPDqr%u(bUAyXtw%n6S%qr-5=t>yU%CJjjtNC^M*Yxm=J!HU{z?xu- z!E=?-L#a|=XSn-S2{1tTGlmPkz-I+vA^;yBmb!1vrDUT<*zwUxaFxh*-|6nra*U;&j*5YM?M@=6_vr|Cfu)(l|=BqwgcQqW@Icl#4|46XF&T70iLQb4YniH z^ZE_q(1C1m6TK%`@ko=g@#F&j@1U-qj+%x3D*v77VBn!@ezCtcI1W0wb89zK$i`za z$m5v3@|*VJ6C=O|H*(T%m&W!$>&_yJQ3^MM<@X5OR`ytBy!1v>?f${Dr(T)YsMG7C z^Zk#ejN+5CNe9HwYi|XFuDX;ifq3^YpMwTnR{v zy)i)L4dN?@60j`lV|zq9v>ojX7G7YgsxTDz12dSO!?YlMYqtaV98GqJ``jMb3;as$ z;IBdoS`TFe$pb3rMLGg$OmLih@aDp7$we}xX;S^$-u=qQA>IhJAWHMZ=pI8M)DgFbI`}K+{o>u#QBu*cE}&BaN;=7_pD3EI22_O{ID0k?;Gay}fh)eOCH5 z1Y%wX2&?oMd9If!J$Na{!D}oW|3$F$k<-xAyl^+43b?fHFezg&+NMs~VCZ6b79nK9 zjPm|gYSe3=wIn`k@#%!JK_AGF@T7sO^vN)4nu?U!GEqk8A)TWEPUFcU z#M@3mUhv{1v6yGR9A;J2TX z6=Fme0t`*Dnovs8z@uOnNrsrSXz^I4cRmmE8}8v3@f zb$&pB&5>QZJE$yb^=ZX35rj7KxPUDu^qgVn9>kq=2kvJTYgg@jL;n@0|b7by0NK%lkEw3KGEpk9@>;A zSif7CYDkaJDe6{g+v0s1!J~4W{{k0@Gb=iOb24kDLcvIqHL7XR(f5PYoMzIajNT5C zQ^Tc`{MZPJj6t-oP*q;YPkOr$1cMOx?@L_p#RCKH*)=O0+zWJ=|6Idx*4Ea$%O0x* zTc)$dh{M2~94XjYeGgzC7gN;>@Hl?xeI$5Jw=o>|r2YC`mE`%=p>YDklEXI=?~sxG zE2Hyin#X1B##ya56(zY>b25XikHNqI!8vyvJKn3dNqKE_*YBRZepLsGu1@U%0K3h` z@AAF@eL{-f6|r1Cu7kWfZSxg3eN|o5YXq7nzK`vm>!0ss zJ3cw#9=@sNx>lFvs4HM^e(2IpFie(^>KXenQ)4y1-si8sa}c$$-*vGts#@H*Ge)P+ zp`7PPx1h*UnI&$A6@~;Mb=x2%`EtG%wr^=|ot<_5Bo9Vz(^z(k+IM(JzrgDT_3oGtoI@dy{L$p}3D*CFeYWU(I`2Ew_mk8Z@><>Q+kUexKn| zwvwQ%lXX7+xnU*9|8)M$bTu`!=`Cl=F^t(sq#1`@nTI^`rKmwD*+pREz%KP?GJIHd zm5A?39AX~&HtGpPC#3iIy+usDv>~32HKA23IyTxK(={*IiMT+;B6TwRIRPb+gC0ET zYrkfK0(fCYY2CV}H0o$qCN5{r*L~ZEwsp>`Nt+avhUZ@1IXv$A65uxim&eB0!{7=~ znx&2b&C;e;IY)p&WZ{)1-0#=)KNnMw@QwfdEanxe^M5Tc2nLImg{25^(!%~DuYPI0 z1qWuDOQQin%TIR{(-`viO}2eT=JdX|6L$7| z)v(!q5<+A3o1|c(zBXgkCm)XH$LLNJ%SOMrNl0xYi9+(ZsQXX^1_haiGGtA73j{oD zHrRuB9vV-MUxzSE(2y+p1*{3~0|gVrHhU%_k zzK%>DF9JA>xyFRZDRiVjpr=TM6I&4wZl7Ecez|R^WnJ~$MDgB;prPfOaqEzmGx_8z z0(Dq0aQ@`)KWb&Ly%=k=9esX<2!E_s`!FCyRcmPmkMoT~DVR263X@UIXf|J@v&!^o z346m>J)kF3%(*8!<~)s28}48Z&!CLbF}G1f#zN+FJaOOTMSDCV?d}$bGWN;@yl^!L z?`j!+q!ZT%6_lynqFlLFyY~)`BLde8BfQM(&c{o#44>_7Zpi}uwZp0R>53*ZIgD|f zM9`-LE$(%dK2)LOjZf^DdyftS5fXB3l4fp{e$|Z`pvN_M~#-t$>bWKA_`cY9(LC8f?BM4Bx zM`)4v@$J7oTHq+0Y-#LGi(R8_aTJ@9&pON&bG6(oLJ`4{M~|&#c>zvXmg_84YRKkS zKvnc&G_l4p9&C1Rp?4V7h#?nJ7_R&KGwkD~kNbob-Azr%=JQOKZ^pa*a)Q8u{1s8$ z_2e#J?l)k~tC_Dk*IBo2rTpA0$0@L_aTY`8;AN<_#OtZ=&Bj9^Uj1LNitSRDgK|kj zk*AZobD?Km)xLvub8~|pgI4%0kL!+90x7aydnB^6xhN9UHhfEWeOV`fa+116TKwW|4!4>WqIOYl*d)f3B6QcHFY zhSzsARBBX9v%b-M>%x~)0Esqx`^6Ylpb(4p)?r(^MnB&=s)_5Wbk{ACy@cA9}JN52K4&&mg9b46RUuK2LX*L;@e3aK0!R28IT7H@5}}rPnN*WyM+&>U*O!9E(Ec!4VK|K46szoaXdX1PY4+M? zluY_Gn(s^87!4Pze132X^{-ApO8XPHK8RFRPC9~@??sLBvwN4hBy~zbJ;)48ov0fF z6VBJqg_C@BJmhB+U~c@e1@*Cop48la^c@OnZBHE0rCf??9k2(EGOOhGJ04{-;)KYjxxy^yuM_(5B~&GSa8>6P!QMOPw#)Sd znq>mas~-8^Vxl&csQHlMR>lMu;PgyhS=&JD1zTeAn6Lc|t7x?~er3>g>mDsyg1LtA zPi{ROlUXVmpdl=_eb(QleCIJKk#nrx@7RHU+BbbCphl_E18?-xP)ui>?G}tzkvVRW zz-@g7PlXri4dEY{?hh~d8{GYIb*2VBRG4=1`V0~O>**(PGAap$M)Z8Edp|8Eij1^7 z71=2=KBtUwW*rBt!EW(%BD|~%K6RdfpOO+sPQ&^f95c$PoSFzO)f^6+b6-Olrrmlz zN$B?V6t!^mc2CwG$Ig*#&-j+wmFMS{26w~es;~-PE9+~DQ_a}YSBw<4L=M-x6}fI1 zi$pfnL~*t=?XX%C);{Bp8k0M%>Q2NR_-KeDzffu+4<4{~4j}wFs7W=w&XV{MuUH=* z*~;(upmwtx&j3@{1wEV**1X2|RLK-WgzHZq=MJlvsLdEjtlrH)`VAe-;Mthk9+~62 zA8ga7j{Ws~&5)@wdsRQ>!{LW)dh2fDgLZv77NzP@8g`TsdUxEMD?NjPoeYy?1fZiP z0wkPMDozAj&gNOuiO1r=_n1>d0yg{Ny=E|PpNXyxEzzQy_^Lgq{a$4}fb7nw2pdOv zBM<%bykI-Ov&Xg<4!OtD^*K#|DQM+RZ=@qEl}TGyW;5)Lx>2htNA`}rJ4IySSzk~; z{G$OnC^R}gIjqNqes7}$QIMF8C2G_SC4Ms&Ge+H<{9+1|eyPGU0}U@}5&EW0eB;YxT+O@gsRu)e#k2X>ZZi`t3 z8zHbXl!s2~V+BiIo@jX&NJfWpCFP?{nzf+%VRsBbUewhDM--?&KRP)PjD{7PLs5>h zt+tx|h?-v@I%VPl4qgX7>QtZdy?*3*w$pPC#NmG>;d&=}Z4}vu2 z?o>&FDcT&-ALdG?f_QOg3dKcr0VHmH9}V4^wn@tJ+}|EQ`>lh}0zmAD$#Gnw-(7er z6}<6r4_a=m=$8HEOK3xYGb<~}HwQWsH6T$~BP`aTqgPl-1LT$iK- z+mgQW!|t&xOZY}iZ`x3aacoLY!OQ9_@-0!O6dlgUeOo$mmRek?O6Xx)D(ubZ2!&3s zc@eflFi_Iqxv_h3IHNv`hjC=j*#gK7ik!qYLcqCtBa7GC(1xWsnf`Ph4J{VW!H9U15Mj6D`G~Zz zqoony$L69){t&WYx>-ez$+U$S20v*1fU(c_;7o3P}q5Z==(7(ZnJO0+uBLNLqo^Zcl)o zebr?IY8mM`9ntUXm|$YgfW(=taB%F5wdjvy1)UK>d0-9(LI`URNFS`y z?!N#Z_c4RM5cQ8AwDvNnD%cN<)mD?UPnZ^xA`P;f)NU{R=5%@_A-Dp+I#2WsRGB|O zf1B&-vpVPxq9~&vhk@{!y@?b)vK2dOTDfobDWdD{{k+;foletjoZ-7Y5!JHAMZ|DWuF0x!TWJq~np9C9{N)7x{H2XB+R0Li0x3xU{g(A7 zM(;C;pEbTFINRY%X1VQ-S^LZLfa}6}3o2=3FNSVNVnh4IQ{jh)RPh;3CuveFH*|#r zo#0XE3H5`okTctE`+dkqSGwxd7;bsLz<)qA$jGA;ZR9OZ_JDk15JcAW%&IAC`~Ih) z|K+d$^4h{Tt6U5jdnU*KMRDlwU;`dDNv)n9Zbb-)yY6Jk`lm)_<*W2VFnN@l(lv+}@=vOr+|c6p&ODVuFVnk%AT4cskTq@adbHEmE&K7S4VKfqiK^qpHiHa;VSu#O*^l#Xx#9ERPX-oC^kou3 z$9OAvyL<;x$te3)6wLGzA=E*iCB0Z*THq4C_=E-=W2<$1MB}9ABboD}P{{)sJPFWK zi~8R}9?P+4q7U8jS6&MYUY9Z0+Ot*n&7ZI+oGrweZ^5uvITmX)p8o7ET1_6mwdhXJ z5W$Z!YSW^iDK}C+He<(X#XWaDFv{j};iw9iqF#BZ4Pj3GW^^EDBP1898*iJzyKsLZ z0dC+{(OrL+N_oqBB!oP;%eF4q{ZQKrF%}v$h@tUZw>8U}MX5=!Q&5a{2B*&0mK0J- z9Td0X~yrlk?^b#1uqUpwRD*@XO<{Hsdcxh(-2o!JY8J+`Lr?$ zgtre44cF$94PBg6B&>rdF)rM15Nz=%<~hCv9B`Znse0Hs{8}I$aMHWC5!6`4>ZF1D zci!`dLD#y%qQlf(P{P~>|C{9r;S3sBz`E%D{I>RREH9U*GfX$#`e&Q&ek#X%llsr! zf@~({ri9Hnd4mYw|DeQCJIYg+%ADk|F4}TR{J2+H!bA`xOpDcc+Dm8!Erl4!v-0t! z8Tg(`$SNvcTLU;={b3fCUT}rsfLewL%DFYD__e>6)W>8=$&LH#jgvlAi6hpXu~pNA zTG(|0OQt#>xvM+o3w4EeN%0_b8hLu@fbU-wl3pr&RryN7r85rSxIoYZOU7KDjG_&} zpFdT%8#P9Szat$+<+<{DZfuK;9IQpQI9%imI3Dj8mJD_JLFV(SYqGcp{pwskmY-iWoU^KWx>`u}mXA89x}QmR8v0zFLQ!itox6Ug~_H z5JBJB=LwHZ5VF|suA%t^nYzRW`bOe{ZS$bpABmNnh5s^GrmBg~BiWM%Oz8 z&Q)D=&?%J)nG>VJX-=(?dR!*vTd3GCEt{7R@jx`7ftUW;T) zp^VVEi?!{RB}b?8pmbWMdcdWEP%EHv`13*_LlFM;m`^)=qAEj|a}+jo-C! z3)I_1pkRJUWnw-0KEz8&*+mVT#_d3&?|-|U2n|*!DDBHZsl)-sCMJ8(LHBtUnO@Y4 zF5UTm8rLT=GIi`J1%i(`EUk@{ZQxYr(_Lc4jBL&4R1rP&x7HmlX+kWaJ3=Xy-4g3z zbvUluO%Z|x{T^1&i|jPv`bug&@)X>DA9kHIlMLToV3C#`t)^u<3uvgZEV*>I8%?`H zta#eXD?wHixG(Cq-qT?k?chzRI>3ttDJ|iZ$eal+))={ruIo@4M;fs$G#N%4aZrhX zRS~0TXY4ED6aXVc@)ofTH%n*$5uhM{%oTCTWfR)U_ww904P>XEZ}XPGpkJr)9(oF6 zL%EwI#M|OcCL!q~^?uIxz~yw@it_watj*=>K>-a#nn?fq%nmyfJcb&bKBXeYri@YE zWzqByVI6AO0m9ub2RW&W;(7jv>OGAlVuP(p}fLq!YC7M zA&rB>QO(#06Jt4)X|z;^E7xF{o*B?5eT%<3MBgigJau>HT?zty+p&NDOJ30zZ|YmJ zjR%@5r#4W*;{JGL+MDt9-|_DSx{{ReQ@XetbQr?__yT)`6qBXruMqRe@7iv)zGZz) z8q;`_9UEpOi**;TXiBffV#7#sNQs5t;n#%7eTiVab7kv&_f;lKTKhD(Bnv$yKMl-N z>-to!xiDXZ5SY=x?^Pm`Y~)f@#bpUju+F8Edk8!zX_i|OX_5g6uWxC8-Z3;pwxGc^ zcx%Fs7yHH1gV=7wP}nWnStvh@8nH>chmd`X@5jswn)mL9S_^eHcy_C8K$viR3 zEvp!zyrEWWSDADbX>4k!7YbeV!b4v-4{JyUb*!u5*dYo{?Il`Jx2GbMq2RJNyJU%> zmK3`|YSVf@2jwQKs5$RhG*ybTkBX5M%4)HXjBz~Jmzo=>58;J%-3ReD_PeQm+D`Zr z>-=(iTa_ZpHIiv`YOQCnISkDd9ei~tj&^FH1ftZ7v4Lo3)ByhHQ?c#UgrYAIdC7vb z?w`BL%#f2c$L6s%=oW^lAdeDe6SiTOoC$~bnAbTJE4QUzn0eU8k9-a8^FvCl`Byy$ zmwi*p8bCV3_u%8scg;_NUQTz_mr02}EirQfNH2b4dN#O11)!{4GIP>iXZ;aW93mI+ ze81|q56KB5IrGx(dqMLdMHo7C)=4k__OjY+&=Pu}bJ`-a#*&-6|FVeDrY&$e>sQB9V;1*sfK2WG;ZZ zoOuzCs7S)Z0<%9cA}n_Q6WQ3ExR}bOLV8F7JBe!yPi~6{buP|+q!td3($a8AAzbtG zRoruihSrj>)Dl94b_l(XZ%xYazIGe02p{I&__*{6j|;E;!A+XbOgSd1Cc^J^{7R*y znzv(a&BiRsw#c``k`PtO`^%T$_T{U8X0ty|;K*Rk0LE|rh7f<=WG4w{zIvgg(W#`2 z9t6I(GApfHj_gwOwzYPp*q|%vziQMk7fezy0ejk7IDEyO?aF(plzBJwH}+3q=TkU`2jU{vEpKy9=SK)6KgBHQgd#CU zzZTYUe&ZBZYm1%CsbnSLi5JJTsw5M%`m%a!+CD2Id(8-4l`sF7cP^LM?Fu6!j7oNb zPF<4@0$JyE_@;{>B<0~=^1}ygZR0v(kJrxoE&c&6^?magg&uf$HR=W|>HIqP(XM)K z2J~==q|DAt?zdK|IKwzKT9QL*l1?*=4r1Ocvw2$wJMzoJ_ig5}fgn zzOM%6`}A;f)g4eU<;JjgE&IfO_E;*LJULG%u6!I~#LVrg#adhxrzOoo*dM`X2Km{* zpbudLDBAuHO!#9}aukFY8w_$X;dlOBj$jH5R4%GlV#1D7pT(IRk7TkhnxSqJx|BU1 z-hL;0Gl1`U<}v09=pd_@l1iteUbvl`Tgg%z+qWLx{2Eoj+VIU3xt1yv6l?ZaLkc2<{9bpr8)TNhL8cB{5S_^e zErWn0-KPdYmV#<@9NLQm^W3(L915+FD!0ljz&lc=;-c7g4}H(W!3=67sStbOtw?(+ zo2USwyPNzC_S_&Y;5n@pkL5!z?S2MTL!~EAThIlXjXs`>4{Jd-hZ%PQ>1;nZ70&Do z>Ge?xT>#@RSLdZhJ=zR=rDj=75Q{gt4zx=7FaS_yS(G2EAH|8$rWa*d*-tI`cH=Dp zKRr8WILU$s`;Dh2?JVkJ=UYjQH(gBu7y7BHBKU^sE6;@=kV%s5w6?s4Z)KQgeZaXE z7L-&7=6;+Ztfdb$z<@Jhgd-N&`nTGS?5z-&sZ7={{miL z@E7~Q_lrw9Ql`aeZa$W)MZ=5WK31P1px7fDv*Th+sHlZ&o9^V(yw?MAgP+920JQ3) z(|FHiZ8>$7ceTdlQqXM_*Nxir-wM633#^`=0JL^`u{=Y3zYQKX3|LhzEk+VZ#$+bR zWHpe_p~s7DdvYo%q)>5pY`i=1Qq!)8K?JRbxdAH2#dCCnmm&&~_G*NeL0a|l;JZFmsLxgZHuA^y4n4bPu6hS7 z=Fy06mXVrd{zl_VpqDd_GWUsIXS|dQ8fyxG22OOqnP+76faKl9Yp<$O34{PpMv20k z1d0rm5dr-tb0y!AEn*>cHFXoad|-T^OlgYA?3H!5UrUw_)n0h$V70QwxbWgtrZ;M0 zlwYfT*~4(iXIgKEO@3{0&fKhr;nEwPClLg{G$}WEO24`f3gR}Hkny*9QwV{c{(fMB z5-FP7%|a2q1FewC4e#*`!l!>N<)3IRNQowUM>9rg6!ZM$Kkyq&5CYkc5n3j4R9qHH zO;IeLr>Z;bw8;}<+4ts{QIbm%iH!}}Jzo_V3Hb5`g^Kkz5SqPzHi*(rjxL*jtYKdH zN`7|xxw%jw_qd{P%&qGiQdqvrPwWI*wrjmzbfy>vT=Zxwp;eO+Ub6#W{d{73VA@Z= zk6FyJitIju^1y^X07j8`oBK#05Bs!o{?rm$vraoR zb;|hmSW;4hV3kNR%Pz_$Lhv_?phx)f7T<<}O?^DMHP-IF{9+_IM>~YaI#4?z3I@_F zfo<-v8epwl0emUsa(YV$Jv;}L@X4gleWmSqzF+#$=O^B)zBK-4fXv_$lB@z#@l3V; z`vvT8a8iM6=HGpl+0Xgtmp)t(At{dcsWd*%q28`^&WnYnN4#&SLc|DmBDwYX0A!9- zAk5#%(5{sQt*x#$HScF3-?nS}mxgz!`*;kF5>?25|Grx!Yy2_X_F~WcojR=Qy`Fta z0^<=<52~Xf6F_~f);p?&$4UHI%XmGlbj_yQ4UdMdNuzwuvvhLQ2YIkqR3&9-;hABF**}+tYfOiY|ALKC%>d!e7{Tm%_Vcgkp@EjiGmUn)-Ry#k zuVJ=kiq)!IUU;K1P6W>aEB(X46N0{wFFeX{^TzBnBSISYn&1AS_e|wr=cz;s`mr9{ zn$Q%r|BuSa*y$o9?(ETBw61_$Z9jv;7jJ7y>I%@RUdEez4=>f-H%))PKf?;3rK+#l zv@U|y#C$hhz5H)Ape(_bD{xa3mq4G>lU$!~jWTWO)?td~QIBBG9990{>Ak+djm_yp zz{YEbQ6btBmWLo~0tF@mM0_8Q0Wh?@Un+G|p*F!5 zaM84(g0E)H{h0~OHr&bQLRsf^ znAV$6bxlkH6%8mL-kf?^bh{m$PIPHuK18=$q!BNCodH(#NqB=SQ}|_O z$G^cd`u>`uVzU&JgC`~#yAn%5@(hB4Y)B-5$vEYAF$~+6)8b!&rB2N~qyh0X%@S@0 zQEyzM&aaJ{#EiVpcrJ<>%x^Y}8v)LiK0nM=1jl{8fTFnGW69|9_yG`%t}(p0ZWy?#)3p6J1|ZAMfB`J; z=AulE;b(fZP9s5Obm8BKJijvU-ls{uCae)mm8@+YxmtUwk(*ukEW=TUbu4VRgxU|A zi+tarFmva;pnC(nM_V+4ff0t05f@Qgtj}p=GuZOj&Ss%w`1pNtuWC1pw5tZ>)V#77 zTEN*nKNW-oCJPryVg~El?5(X`dC@BTLTmtnZS$ce zHUsZs>Au6*TkhaoEI;}1*V`eYOfWjaSR>xQ{mUK#x#0?-2^1P`sui%&rLnXaM>MK$ zg+3p2bU6i%QdV!6cyuJc$YNG3sB73(@#}I3&1rLQ5k+9N$9d$9LIK$97NAA-wCe&Z zF8$`WlyR+-%8zL(pk#HDG!nvD2!p(rI%QAa=d0E$4J5pfX7Ag_-@xDS+c?K=t1Y`gx_~Bs|V@CU)$Uz?%d3$&yLT0pH3p!1ktdI z`^5dk8ZuW|Hv5ptrtS+;B4*SOu#+Y_`sONJh7ICAl;k?9H569{plQ)TQkL9O;TcjR z#rr3YOSHGhffsVr^j5f8F{8V zpX~ldb^l-wzru;$Yeopi|IqrEQKG+sW81j<+`+hA)OflJs0AD4%o5kh5h*E>(*4+M7$aH@_AwlcB>u>g&{T(lylT4 zG(E<4md3#~J(&!)A7_LmnljI96l-p#=y#+Z_(b~;&Y6S8aoS5}APQbv&G}Z}%avBK z?Pu$)ui4WvVJWT=E#}vSML=h!(Nm4KTweSm>sCKLNRt)U#>r-D@OGJKcdZ z)|bN@k}PK(qH$E zEh0+7$v$mb<;Ke!O7pBFGJ6E7)pIl(f1h@pCYj6{A)?qrZ3QCG4j|(i4^d?PSs|!W zGf^%JP0Tx8nnn-q5hK_;HJlj9Y!ipPvp(xOqozE?u^B!3)Te3Rh`T^&NI~O_H=~j; z=c-AUljY)nyu%-8a~QGsdDiw*waF;fjgw_7=pBY%kj1VC9@;Mc18A) zuaYm>ca%QV_Me!P;0K1jNq%#~;wDQ187G(N@m!LUx%{Y;a2~&SJYaLa*F`)VUzgKq z2S`nVCKkU1kKOnk3`Pl1@qk^dhVA%aU?Ra{XrXH>i&0-hpzH9M2269*5PetDc9697g6h0dP<9uq7vSoE&~4r)}k zVcBucoo8O-%|Vb~BXv8#@tG4yS0=MKLP(Mwiu2XewP+Opq$ufu%#|-US1sf z^vK>JiPLxp`H1S28)ZT8QBFL}lAPuF+A7u!P|X3=TUHFYWyQUnX4`NrLH@p)!F z`_)4AH_`hn0mn7SV^4=V>F2AeCqIGD(8#Cn<{v-EI|$lcU6wA1uojGEy1(TPNz&b}y4os! zOD?SgX1PP{#Qq^(aqd+Lclzy8eYQ1AYu%n6ea(*7;imAo%ANh{GRflYM0R~n{K~Sk zQxxv=T+?I5HSV-EwhnOSbTkoTb+yeZ%6CSBa4lqt;+jAHFJL?hcXPbi-cFmULsdd2 z=t{&2XpaH40!B4L_8R$9Dp@kqguTh(R4`sUThl>qSeT{m#dG%LMIT&hg=i}pDUk^Fck8`&G1tJV7MtWt8=cn8dEjWz* zDklpRzXn1j6!Xc!I{~0DFaQ9^Q=@XrbO%$?YaBuGbHP+s7TYHw2bTzTf5fuzkM=1 zMfK^iX2HeTYiH1VK7H)RV^KFqRawTXs0^%7VR5cZ&$4jb%5Uuodhh3-M<##^`z3Nd zx1%)3-9FFNC}*fvSf5Mri~z@qPltYc^VWJv^@mlTL+8d>16uytF@MYAp*L?~_X9ZN zQc>#vlyCmc-8#yVF@cH}FXI}WH9Isf&hBJ>Bea2TX2y43eqF9Q&cDb{P1^57>x2)( zTF&G};aqWdSEfVc!6WTL3pSY_&4t$ONYed z{xFdECFrMy4XPoODeh^uo4%NQb(?E};{_DdJ8GBGVpK9Dg{4Wv;<2gMn8cG~$SCii zpmsdoJCz+hXy^B5r0CH|1|}2_!CP+kT6@cc3yQ7_6yIw9fF%;l@<3?7#Q8WTH6O#O z=m*s~k2NrCjZSK*e z(~TZM&mI^Si**oI@6PQEZ2Z^hGYuq#$yvGm7bxt0R*ttZRw5)W5 zr*GKtp<1%arCyg-6=yW}@)+#7*l2cg&3AP}II*%*WvJPisP2j#?_%Ja{9WlWNdgoX zwyBvO_>p5r$aiuaBBk-Y7?)b30nq`O)@sN^d2 zHZud4S%)Nvy7fUT^SF_!Cj2ltatJB^$X)BM)k-6VIj*Ns~ z0YfjwgXpHlYQ@G7{t`}+Z6W-UzjSDMm)cl7O{%Q3B8}FjBdmyo_c{LTRlu8^rcsgH zKu*b}RznF#awn_MfJBzO*J(-1I4jy9Vzz07z{V5c>x$pymYR>Bnh!5y zg#~Meg-{{`uj2jn`@5ckk&(VrFQ_2i7>_B{$SI_pVX1q)s=JdWK&lphW58v)v1>{O zN%Hl@d*#KMeL?OXTTAJf`t5oZBp!Ca+7WMT`a|<_e=8ogBlbd)`I$ zOszk~TmNPYOA&7%vy9U<;sO5(<}k2au+6lTsV4EEDFyFM!#OxP$C{V8Lly^P?IEUi zv<(rCOI&B)ofX#`YTG>#3sL~eWpl?oZZYpJ}_9Uhj!-+m||AJSik6)zMgqRp($N)@#?O%zBQh*?e(Vk07XDD2=WbXI8 z231i6Y1V#{2@F>NFlAHJLuAFV#(fJ&n8+ftcV`4Gx%|TG&C0LER*!LLsZ(@rvk4|- zInnd^-udBNi&OMR-Njf}{Q=tZ5xuOnbNBM-fnEjbz?qgGQjahUHue=h_J6FkGvaqi zq1DlYFwM_~SzUM9m&AQ23mCZaP@d?or7PjElq}=R{cI#&N=uu?+aXFy$JnR=l**+_ zI|kDMjo%>ymxrTz3{I=Y)eH*E4cn=^xelGXm|x_eLu;f_>bjyub6MJ}Wa946-ZJ;? zsRB->7G5S11YLdr-PX zm)1Mg5&kdIEAF?KlV0umiT0OUfa>(fauIgjsL7pWkm+71<)JUy0l#St+hlDi|C*}T+J^k1$ku5KY&n1E`G)2ieN8aY( z;*w)~DI-*=@fq?A#)a}FkABFvc&0RT9C&nCwJ7L&)|YP3!)>JaXyJ8Qy&Pt}mkCj5 z)FH0jR_)W;oko+})%w_4&D%nY^tr5*a1W{tO1j*WlQQc>JSc64DEkLBFZrfQHQKUE z@`zrZ*yl6(ln)dRpBcsb$IGX1fL_e3;1QuB4{~FT5GngBj)e z@@;}-_k4F|5YePlxq`O${y6#f+$Q9a57|lSWsg_dQ>;Q3m6Iy2iR1K+qL-P#H{G2@ z!Mta)&5#v_+;uclUO8mwIE{a-?w|M2HHNz)ObZtcGyT_7vR`m>JroKEf&bAmEg(R3 z2bMPB8h?8^rc9V9QFHm2BDn|O*>n2!?q5)(#Q|Yyx;RqAQKN%<6Z9qDllXFDI~VT;3(2#3T8~(9zN)*3WFbVERaS!{qU^tTOD&9bIllP}4#GrkX0D_Xe{&M=GDB zT@}B@?F^*A^(2ZWoY?adhVJ#um>0Lj5R~T+gzqBtf-}B3Sg3nFufQ?aBGo2p1!*RrVqYK$7u?75We?@em}6 zYTNa?h9-ZGC;gh}bfscD+;B^OG%*96Ck_tcd;BiSaQQUD$xY9_SGsQ2 zv9C?Pm4th$rg(6=p8gve@~8ASVAs?yIx*%rZ!;JAE}U>9IpINHXeC?lmUyJ1(^m_Z zHPX@Vrpmv={eMdU14j`hy!NzBqP_GL-|Z|NR6kHL#qMubiOHd<+SA#MQ=0!H#+{R&Q7B~*8k#Q#v@Mn|zyN7DGi|pd zwfZsw+6gwzC#fA!mz({t6LxOZH9}zK=RJu5)_7ch@?A(KZWc`xGDwrP>fcA+`Q323 zvyv&-(>YK1wFAVSyqqM(SSsu(61h znIl9;w|*5$8D&rqc47M{Rg4#IizZr*xASC z5knSpg)eBk%gX}WP9WOvK!AYb25BZ5UK3Qqe=W*n!OIz$=FVJ>=6bpZ3a)bnIp)mc zZ7_4_Azy{f(~XSDumF5(N8C|c&pt+AdZ2k=8K161qis#DX7P%&jAE={t(~7lEb1`0 ztyhm4KgJL=?~XRry6PK6{_r3vuG8-t1@ng8=$W!+3JiqI?Rb+*8+$Mte$tO8xl`qP zi?Y8g{5zg9w=pGaIFwwOS*JC8B$Auam|*OH2%Q{L~2fqIDPG@gUo zbloF7K`~BZ#{H%UzKF`@ylLKa#>2COfAENwRNtZ9w5RhGGIvf8pocZ_S)#kgl2h2l zO~y;ehRqie0iAv#PZD#NHTbT!o#>r{!33d`eI;0Af-?`I z`&~m7-o=vU@*oQyIoA&q6T%uo|7%~8jlpe*i=4Uy3}(0KN56R6tgI$oholnU#v!bD~D%Lw&$=eRK|9eSFFHuaf# zY>lJk!Za?FLVFFBrB+V8z4wBRn{Q_Hbe>$)mGsOXV40S2C$^XA(il z>lVjPS0o^H<|%7*yrbVCtz#Bxw;JGL)!$5SjQ8H6WA^mkfRSvaH+grpOB^fg7P49g zM%CJD4j?HIdR}E+sGpU+L;@zH^!4g3H?nxgK#buJ-zG4bW} zw3{N^Nc{P@HxOA&E6}~CDaa$V>YSK;jL7j6138vC1CtcH3I{T5uh`mr18JQYnVvuI zCgT-HIug+5pz4@UY%%DaHE+u#|L>yx9hk`C5#b=|CDPQ9OaFTMV-#+o8|~LQ!tNg` zZ;D{y`)=j9IE3oIlWYW}AUHV=0YA-GRNAmUeLlEujJk$04MI*|m|LjAsP&vuo^C~7 z*r9`P1!rQjIvu8W=;>+gdCa`B@jl=a$e}&aF@6qln$jsKxq)^JRB9IK@g-F(y;#{j&>!@cjvzhm%W5B5H5uQhxA=3HyPP}S`*9Z#1eN^nnJ%8VZ2U%^>07MS}q zlHOxcdl%w3jw@cY!&nN~!_K?z_})le5cK`Vut@P{2CDeFnWd3=hU(;6$+9a)(JK_jl&aXP`6QGbv)uz_~#reuv54|ad^&OTbv%%V+>ra-_LbzJ(34JKr(AWZQ^ zl5NCwmgvAagf%8<^JkG^4LJ>7L;2MxuLHri&yi%@6~8d2LsGNXW0P2V`{nB~%Nyx7 zyq6cSa4ALPR|z?(GIoQ7*v6_RvosKkZ)7dq5#rjGcjagwV-CpYkwkX9h36Y&lN8aqzm8V$&fb>?Mx6-;&f9(7S8_Oau_H>wo)}@OWLNhv&87;xF zbd|d;-HE90{Q<1WFpYOM|6bolX1W8S87GfrdMUA6#8&>{d2>bD8vgJELA0gW_lhaX z=gzFpX}@tC@a#xRjVOrX?lMnadftp->C^jKRan`wyXET0)eo2GX=nHoDSboU#J)HH zzHi2D+hF2-cTPWBE{wIF^}g(4)7cpsZ|KOrrk<2!>^#TJbsFqtqkcsJgZ$2(!E={B zccMiO4I<

YCzRoHmHbwnx1(Q)#i%WT4!-xX7K{-&h-QjuZ0=x3r`ck7?Ldn^fPT zJXR^Ik*-cvu2pvbVC-uuCg$a8ACgnO@-~C|wbt{@w3{E$%%e3C>;kd*+xLg0?EXw4 z#^uRanYw(Uv|B|Dv-=Zo)v>Qsh1|L{^Y#p4y>TIFm8ID32a=ZFwRq1=Up1nVu-K|N z+rc%#9ghNvbJRW2v^1(-xK-Wk&8Xfs45jLC#rEd)u4X5YpKa`QpR7(3os-y(sa0gz zKq6UMj!DWUy!lE zeY{b*aTJMa7tijCTIsY9IV0(&qN*Y=D-@WG>xR#xHQ3a8HX=p<2fBl;+%zp6ugq!i z)pjtMt~E*qI0oO1rAk)M&i%BZL78wpc1+i^pq{(frm{w;FYIwcjISzX1D3*tPGZmC zndd!~N_|ve4k3ah4$q7r={-{7yl<1pu;HEUmK@79AE6r!$%_Je;)=bjN2Tcr{aBFT z&+!sIt5R5g@8;@^aPKJ%%4hudMCn@Y50-7i9y7DchT*8wtuAI(kfx>DrRLQ@o||13 zrXc~(01bnBNgQ``kgvx&Vo6Sncej^a%atP&d_^52O{l!dr4F9&n@aLQ#jz&1wi7(< zZ6M>!mf*Tax2G{O#j)&I<1_KjTaY$m^*%yp2~lvl7r*C9PwF%a)GyF6=ruKE%(B2( z&V}i27Fw|frd{6q_shLMgx7?`PLEzkb|k84hw~S%`cz3sJF{e!kvJ#0>gVPx{LV8E z&o+eEJD;d)dveuH%h+B*^#yLjnG<)S0&P5J`H zT=re`;3H!JT;vdg=KZT%yvHK*qC8(x!z_xma0SpHQ|UK7X!N}6h`GeWPr+eSP7WLC zcx&AW5-nCK`^s+?G|!`D26^ZyZZR9k*o(MA=A;%2Ng5{>q~((1TZRTrR&^{N?Z~(i zZlPgd2-%YCJkYsJpXh_0jEi0USlYpV>oSV8LWUG&eB~vIm$+7{p?7Im?<0zLR6gY} zpj$LMT-X%px1u&19XlK(Xg6G7ZWL0Yt}*SBhv$qnN`8`8$55~T+@MKS@@hhJgx;j= zA&!{D8!yhcYwPaArI($biWm=i3gTaT4pJJkesE?Ur%5gAUH8;=en$NBO!`jj#Gt5; z*T$aCoY&I1LMO-Ga4^qsciv-fqo1T5e8w(#zpI?}iu#Rfd6+4#xw&@=_A*w*t_8eeMJ+a7Vm@rFw{dvm z4hfdIeB@|*u6?-(`|MN zFILG|dROQ@-$J#hObPl+o;4--%rpLmVcaAUGU(1vm=QE5rk5)vZXI|_adb&w7(alz zzT9ubgv$w$nf^40iVEM=k%>LpT=?!%S@r%lkdn9eSY&iffZn`eHV6Gsi}@;RB)0(w z1htPO=+Y1FO_!vFUaw$_1f6IyH-jG_CN%I)g=TFOn?p)qFjv-58DNP3zHImKR<_^t za(Pak8_ph!6oN%V1JGG8{TY%IJv}D)?uqMx?1rD7oB7UCEp77T(@#=fEI{cj@-gI2 z#`D|KrMzt9RkQpt8J~y>ljgFY6-bmkk-Y6uke4>3CNPxxb`3dFt>8tbLNdh4U!D{< z@+?ZUm%`i)M_t+h%X`W4i`Q&wW~YJAY0*p4$`o7cPxWiR5g_39x;mxKcfmvJ+~y7E z25H8`1UK}m^^PH?^_-S%+6w+&Q%7u`VDZ+C0AY|$CXF7533z8Fih>mp^s}c2 zfEc8a^u22sY+0a_?Q-x~2%76jm^vb|tynuSQG>dY`5G>O&#F#g8VQnVlOcX1Ib9GO z4hdw(TzRIivFGV^T~UV>5tPzR5p0V^-IhE)ROS88GjgM&J0jNrrHR_f^>;Bh=tRQu+4m>?4)NW^)y=9q2L6gBIhxbxuweyo|;hpx6R5JM*w-@PT zbAHG&zR?7NffR0HxEFqX=ZCvcBvOrzD%qz@%ujFdQ^Vvg3h-x@()yf&CdU@9#S^aB zw!~JFV!-^)-AcFHA#pS9k@np?kVeUb7l&b2S*rHtZf6f4W+mS9JG^q%{^`u;+bRY7 zb=*c&bmZ0bbZ3U_71WtaSDMB20|@cv<`E7_`|rA}T}st_vfIzUUT7zLjoU%TVAQ~n zO!%RNznm?tpDkcs&ASvl(pAGR&gkf={F>ctbE-x_fk#l0JaeOF`p|-m^$hEo~!y69lEk;x7MjgC7DdE0( z_GNwEixqvnf%~pbDxml0e>6!jX~`gmgO}=A;1D~xOE`)ggRz=SD&~3$`8DvD4Z_2L z;Dqt^{2yzP-1i0uWH(bFb$$xiUE;P%e;Ip zX*N>{gkOs?)__4I9?Jbe*#1V2k6T0`^D`wBlKTb1p7ic%91Mz>EtJpgsQH2qTX-IY z;-;(K)@4sid~W&)HQU^ZwoT(jlA;co;2YF{Dmq9|xLCgWfcpiWg6u1`NwMpF25;C` z*Vn9YTq1BOxP^p2I9s<7y-Rb5rm!C6Qrv47Dv{j1w&ehM%y78$DtvJ(`oOe+<-B|x z+P(n8^@O@5?KE z_HOw+bR^htwP!srWHAI}gKFuu%2rHk9)8lpZgbWkcatDoq@~{wHaAX5V403CjBLh? z6y3{=WWXlv6cnABpPHJY8Uej|#JgCZ7FU9?e!!;PLivM*{~DGcc!8((4R~~^7#WZ6 zZrzTGiFs;V_!)aMXlRm+tF#vg0`IbQd| z)8NXmqtC6p8P=NLNKtORH%aas{y3hU(m@P!;E5tNPhan?90!Ix_ZPHr<(}*AoIySjU;64;hSyTWi}dRpTIVL zCqc&AEE=b?P)BUpd+)ptxD(Ewq!k#kY~8|+r))y z-wr=KL3c2*H3I);Xy`E0yV_%i6XgbnVmHwgp7L>^MnAW0%!gN^TgA*PzN{4qAqSOl zhPINF_-l7xg$aUYj8{i>+hIPU^>>#J48%uT(Ztm3PC9}3{^NK|5_08Jmq7H3UgB#N zG|p%*>2Yey_BF6!FfhN(<-EHctp=NU(W{g-k?&QVttk{FxIXNLOz#V4Pt}?EOMIkx zh3!d%FM4S6hVJ6j1CEDE(wgU%1X$MI58M$FtnZff=WA6d`S=3S2Bk9d@fi6>KD?pO zLKYKF3o$~6C2Qr7Ti2tvsXs$jqc;*nWv9bmWa+-rz`pd(EW%N#q^I0y+TE-ZX)0pR z3e9w+9Cj*#CI(5}##r-w!gb48c8BLm33!lk9==Q(e|@w7-Y1V<%G`}9TDi)TC$OD; zy?I{pbvzYcA#ZV@C1D2jG)nl903Tm~sZgahFY-}oKVv`fPbZ}D$;tNZ$w)~=M8ptb zLqo$ih$z@Cu|7Q13oKoUHk>yR;H?mB6B^C)@n>P_Q&bgN25#H+!Jc>kLVkXfS@HYB z;oQnMiA^Y1>vQLED56t^nBD-QCt_#T$Cn!`tKJ44stDOo&IninUzza?zqx?g#L;|k z>)BZ#0(?bqk&{HlQi9ZBou6~G_%o+R*L9{QY`fgI%IBWR&);K_@a#sG_r(kiGOoi# z!MmvcoRNB>hets2uz<(wYH9AR%&BI@pi29~$I2|#7hd6*Rk}W%xiBI_fnl#YJG3ts z?JpLol>cxt%%E8^-paY);Y8(@FTI*hYkwmABirc(mbDhT)H5^MRlAA)s0?LWJ}hhF z^QmrCvL&<~q)Kws8NSc(xR+{f)`|IZvdnL1F6oS=;qONB@MgEnXJvOH`PoN2ce&Ub zXY5DXDpA~JJ991U4L|qU4NO*uw0X%=p>30(Xkr3w|Kpe{E=jEIog2$HNA}D{g7tS+ z9@?k&HE<2^r}~AJ=j+dZ7^L4#EV&j`%D{DGpieL>0~shh&v82~ACdjNU&WcrT;Sc! z#ZA2hVCtk;*te@yA3K1Yyk4PC1#&22dM9n0s!Uh5d^vOu!Of|vMG492#?zY|E+_0z zH^L|Pm`_9MuW0+lKD7~S>a>YS`-W4w_ZGr&$Y|~7&A8q*nj2Oa$@163I1`7QDa^Qe z1t)%UK|AX5)%qA-^@zI^v9o9Ns-LsDGZ(8Z>QQDs9-dKrXEpo)+I}tn4N5{dEq+^# zAg$y1+l-fatkSs{+<4I5mnrI07F)a-**M%2ph&s3%op&Tlgdx{WVBT!aQB? zNe-yOWVVXPFzl}aF)9m*si$?_GoNUj!#ak(c-}-M(eE-$L&%fgx0c1a;43i_4$uV_5MW zXZid|rfcy+m=Mls)Zt0EGvCwP3Sm%OT-;5)HnJT+FCFHfQ-C(cC}uy}F5zZDfaiqX zFt}P;U`&X0f15%id-ItNY;adh5C+G9gpP$Bl}sDo)gv>CCKe^Vw<9gr1_nai>H0V< z0A|9HGvc16e3{YgsB6MpYN@VW#2k2!r7f@Y*4lWVP|mKDQN;!p&VmFUhOm5?zu*7| z?wy3?>MfwVe7Z~6N4AM+alxq>al~q$J|NyR4;5$B zWpr>F&lQ;-il-*2-k$3Bbb)X*F(fA3Q%;_4l)O9j*jMFhkK(i+9`elxx`dg-va^NL z1?qeIMQLSjKu7!3Zf8J_#)IJQU3E*xxt=FUk2~0nL}(wnb*sEuOsB$JOlRc{l2qPQ zEWP@k3L&r@IJ0)5NrcP{2`N5@tRnL2rHPI<2L|jGm+--2qRfgF`jPuR<#toR*?u;U zoBB4CrlGGnx`-F<^(i8H>|oWu@YOcQW$jaHn0~7~vBBj{!*q zFM`z20#Vx3Jp$-NO=M3UL|slV)K5P3{evt@2LpI`5BXhrdpFY+`m?-1#QwcX$ad}V z*3tvmj_80_uh^7R_3%6(3JA~P;1xj^y>i!fT=a6%bu$g+d%hMdo>nZr*cSnIxd{o< zi+}*PnwXxRAg}Ha5Mj5#{wY(dCOuRvk|%tjVC)h;x9wVb{nA&YlsE_ZG1??hK2|C( z4cS2A`v?u=P>yE7G2CTV7;e4Ok5y`5cV>NF|IJNlLfaRpXXQGPoSn6oBrz9xy8?@> zkS?D?RBs=kIN$I(E%l8>pMmZsU&<2_oZ`(jjHW9ec7u&ZiLi0D(Cs~q`b^^dZW!$b zs%qL=-jIh)eiH$g?TxHv3lL!YZ}G&Z6lNhUJE2~?ci$jXRI|kUlg^Yt zkyFUFai6>ZZ(2%BDnD+;}E!#@@5#26iHhrv(^Q>y?ww5?sB#W8OU1C8=#Y*V)?SyH zmRgq^Q}QrZc^IJm1K=iJLy9WnUfZ}M8X~+jnEBy4D<(aAkV}Z>-c2Imyvx=?!MSb5 z$L7&Ralt26PmAsq?kI@L?y5CU0Gv8eFWz|Zy?`8jU|TrNxTcLM&q^k7lPEpaq(MaX zu$i~dIUf40{&54H`$ZAAFMDH6z6m~io=KD}{I$KYVUMD?N4H!n#|WxLOu@+O*{<}- zMuw8Pw_ARgA0My!hobcZ3v1r{^`| zs9u#Hl-ZNp_ohyaQTDl{hCaQ3fQ=`2e)*1&1;#zsNqmD?ar=th)U4!p6t|g>qkW{O zx*OkHyw`S(XES@%xbD2zk^bT0?8BwLyw7GXy?xCDmfR2W5qNaA>@(fCD%mwLV~G6O zgh!u`UE)Ms8gi|@R?*$Ga@X`C)+AZ^gjuFi*y~&i!Oqb|U6Ktqj7ies@(c|>XY0(- zqK}s?wMJKS;t*Cx%wDKM-yYhPCt-Bo+}*u^0#SHd`;^^(xJu%oX=XX2!F5mHUuF7E zPKyX3hmYKLEQb^|MHi88@*W6Yez5MGQ6T?=@>URlIHb9?7;zKx^14DBCGuM#S<8Q*(mxzoS1{!r6^9~(kvmP4QdO&Q~BOO-_XHCz}Ac1 z(v>=z>1UUDqVD)p=;56;`dS^~e+5@unZX7nI`C|LZyGNfI5@#Z#wjtl%<(C6=q}K} zu3db-c)s`IH6}I6s}ES$U4t1TnUMo^`>tvF@ssjkxMG2>IudhXz|k~&w*15HoJjhf z@&U-UhEz?^QK<4jyh1Zm>i&J~D_m2>J(?Yf(hnNp{4aBZ9NL=`9=;&DSnBrR%em#K z#GpqGH{z<+muz#+maVgb5Z=310LaJmat+a@ZFN;umHBETYkMG_GF1r81GH~17=~6n zkIv+WlbeYSnC$d=|M2tSAk`ZyqNc3ERO>+y-BE4m4;SAx;KZhERs!DncU5js?%0Cr;}LLI@4*X`{m@i zm;A)%|n_Vgz_Y-{@agG82 zXn{Y}9Rv!WycUAUk0?%T?ep*9b%EnKEeuSM_A8kLj&aBz75@1DNYX%$kn@!HyPTut z^1pUcOHbHdooufmf{2wBoXseRl}(U{4vmU@lm}?BQmJijq^-|eSf;>&de9z z=xj$F#QO!%a*9M=o7R7GFdz zT2x$4OWFb8+ahn;r%PtyEoQscwhptcC?8t}evYn)G@EEB(+sN5Rfiv#Uz6zW(aIvhQfF5N%Ar{SqqqL{dyeei9&@ z>=ohn3$~-kGxKAr4-01YU*sG*9K%^{+8+FDbFlb=M6aq&9;ScRESZNKG*a%FgNxC4i81|sD_CFR-1Z}I3T$-~NP}DM~06T$m zks3lC%bBwfN!{mY=2{i&w;FPI=+znwzJ;{5v2pv50q4sUaNR5VgDsd$Rcv_ow5?Wo zb{5mCOL>P1iu-sd|2ezk`Sy4K^DKoc6#ur6o^bHtb)If@h=culin#US741dd0b$my&kImdFJY_hD(m7u(k!q%g__!mU{KFvBDDLA>Z zV6<<9hQdSnqfsX#?2PwDamsPG3?GkGVn}+X+kd7pZQ(m7ME{z=zONg>^7>MbmQNJ` zRh8A-74K%0DePreTn87AEwjUe?oqcWaFRUo;?0_yb6oL{tgQBO1Ud9RKKn*3Dm9f( zNm*Go^2L|;X&55x9O8~SOiIum*xY{DwOgeXs#~~b@suf?(!GE*5Az~oFKkxpQbjo3U$FRak@Xd)AOz%wTClrNJhnCF|1_@)@1AVb8R=N~V0?2@+o!{PJGyH@|jHG>c*!7yXYr70H?C%*<#VO}b}O zQ&UzA{#W7mR_#(@dQKVHi_U9jZdNtHjP_f~5YvFpJ7s0HuaJG$o7(4K9(mUf@z!`e z7@>4`KnO8*qsXm;J>pLRX$C%Zl83WmZebxr&zj?pv9fI+W;>H)daymIQ+GEDHhC#_ zXqq>F*b}+W?oMS^i!ODDIuw6eH749c?bx_G-`V1O1-h^?7MpFOW{Dnn9Uc^nSv#q( zY1*yK99;Ycd2Ma268O@}72tHg2{k5seEiXsdIlf%fx@TX&jKJYE+7dBrP&Bf-GIpY8wvDc92sSiFmQ7vR;wH*lUnbJ%%~;?DnJ8j5=Mvqte_UQ zVszQyXW(Q+ARrE78}nq={9G51`KU2uYJT3UsHkXaZq74FHsQ9oxOnm^1{X|f$b_RZ zd597Sd(qW*`Z}*&N>n*=JG-Qy%keLmx6m0HxNkkUGBh-5I906tH%SKm$zmh zbz)8EP@xKscf@*h?Ib3PwodoMB1))>iwj^21|y0JguhUQn)LBV@7Ne8uZlWX zsZPD?gn_}w8u;v4;hQhs9qYDY;b4!KOuJ%9ysc7MGt`N9(W1)5<2Sw!c!NeQ zNCFQ3Mu7M6eA>t#*S^ZHxl+ET@V2*vS{3RM2>jj-wH8ZqUy)@#hI{St(SRB^5qCTw z2Meq1V^ByRW=g~mIsxnEMZH4%W#Kk2lTf;_?W5^bm>TSNwCyR}l6t)?dOs zVL+0_hiik&i6Doykd(ZfaRDc=3u1^qWwl|#q4pNCFUMEj_##00#Vbir@beDu@^fi^ zC)g3?jxGQaZmo8yoS1=JN(DU71}Hk<*clR0f`nQd1>US2i;Yd^?aX@kCo_Q+#1-XHnwJ>MLS+P%kRg`0SVkH^k3N`{9w1_-?9xHCc^w@Q7ee z4PEr3n~5w?d*Iw$t3%Uqvs;~kA@;DDR+KcgYif?YJ;DAzO&IzXg$k~22ZQ*#XNQ9( z;{@>-E3W0FC+={Oi#UNTP%u|6nr?M?By-+@`HrJi{`R8B3y4PsDz<`--VDBlOvp6G zEnV9!FMIb137A+5gh8Mq4B?AC5|`hO2D}lB4cM)Rrrn>#zCY#54h4HiC3@?SJP;^XCkreQu=xWX4;W@pF>iq~v+A11P z>iL);_P|Kzf>)`aT2%RB_Ou@W^Is zOGKqU&<7ar*YKI{0Wi<&EuBSFmm)XprZ1><9KZS>Du1+4;DVYe3NGe9uB- zbsVWULWq?hmW);RD0B{9sYCh^73~J+RDp&~6oe zqJ2Xn3__3r0=aT^+9|GUajht!-`V+H{C-6b@IydI?{&2s9xqIWgfV@!LpQCD0W0&o z9~{*1e3;qrdaDvId+5jdkkbrWK@1S}8QA{VL=dBZE;^f$Dcaj@Wqt#EUCE~w8@CPoXB5HL{~wV(Ahx7Vz6 z7)Ujp}J@;_ISHBPAYE%*86VvgA%YsJYS{4b{IRUzoGivpZFqN-%$W_rQ z9KZdTXg^6qEL{|wZjN)K0^DXSYyg~{0XqtS?c$)WsZB!gw+p{<9-r?Mz; zP(NUsCaTddD;>Ns}if1vK18X&a`M*YX>sxKat zT-C$_uz}3}>4M0pB7v{~m$j*!rJA)#?7l|K@uRKP5!IT1n9`~ulAPE+GCC{VN9ERs8hV#2?-8Wmm*I% z%0K756u)4Kpo zllocsjz`7ihQ>ZRaBP^h-k+k=fTHA`J$Zbb-cMj!8g! zo{)L>!^`GQZ6*tL3}PVr^Pq^tI49}2iktcf?^J}H#s&zxu#drgJgPKW59EEO>H9fe zs)*(hWfy69mg`VY6d=0v@bDAczLS9qXFnS- z${ZOZaG-9O!?3*7P6N(o zxiY=zy&az5wZQ*~5*#&yxKhYZ$UIvvY^EyQIjQs!!OqTZ4CtG3l>|T!CWEfGK<}F? z&|*^QxI2%Nt<&r+3E64yTaQ5{hh5^VIK7Q*9<=O4CP!A_A4L5W0VS?JXEorjx+6$7B*VU ze^?(FzOeiB$PWJgBFYv4@SM$RbwE}18!ajlk;RM^aVP1@Zt1Uj#pb!V0WqH17dLkR ziaL<3QW3!DDX}qAF|EQfUGJ2yS#9Pmui;C%pX#2HRzyu-wl&%VeAWHxZqc#lJTgQ- zUHD1>`a0duDt$s<&7ct*Seb^OoVCi*5CP+w4~C2k6HGXiS-S^;-bXKtcL5klwD4CKq+$!8uu|%J}H>eFhKpGIO21 z8kZLvdbHS-VB#yFeIee-D|=o+9Z!ZcK!XLQT5C8TwC8Pyq31?F8Kl$g-i!pg7L6DP zIaV8(wSW)mC~EmL{O?IbCBs6N^^LpUUkNYrv?BRlO5UO10a;}hgO>Gj6^>Qm9)J#x z0$-K(4h#%b9o!t5LTZTM=JaM8bngRQ;$lG;78VL-(~32B z)}}v%9G2-EkQzHKU1{yhH&Ph8ND7YHL5$C#cN4vI_yEXo9#Z!8^$|qwbR>)d-&vrs zdkc?78E!7qZ(4JO>NhMrl2-62!r5}2$^DH=Bk6nRZf-L~G(mpUT>&<7_mRnJ{^LJbcCU*{rCyZZi&e4pe&FTnncY68qmqtNzVu5%~E z_1N_OV4k7+7y#01#7RwbtOO5{>^HI_yn?rQO;tVw-nLd9m*Y(W9UPpe!Nc zNSey&b1E3;EF+laUeT8uhJQ5Y(Fbt10- zU0kE6!gD|a><3Tlnzp{!RL8m|R(l~QFa_eJa9c-0j?a5Qtm_hR__}=WbHV38WfzMZ zy&2eV+xP|s2JVFf=lm}L03@Loi%Of-BKVl%#4QXOKw}(j0ZxW&E zH0)+?)t?(gcm)T&fYM;ZdtD;j&SEX{5=&T0em<*l>3Ww!miEWTF7lm0ohkA)bpbRl z!rL=zu5!+0o;^)?PbN$Jx*@~TJ=vrteP_pV=Shw7r()FF&z6Ilj>X`Wuc&FFZ-qGP zfLwHNvRMdCS^?=*hqcxr5#yEdkFAjOxVX=(3)>oV2>J#FV-3vBo<&6?r3FJo)4ZvB zV*T4aSj#hc^40W@X@KAx37Xbb)hBtzAT=_~)w=C!r4R5~FNI7^p|^_J@pE$c1O#J) zc8gxlC^&)KU4VJ`Gcg%Ifd);8j2^5m-qBcEm7fC?sVd?u<**w5(}AQ>VR%s+$;RPx zuheZEZNJev07Ie7-ezwKAhZ{JWG9kSVCH#(SbC|?A^ zp@RoqLx)NFCc~kgIm+_#-%oL2e)5JtaKkyL%$|+;3k%#sw7M=I(<|ZkQmi_w+uq~p? zftGfAXl(6?fCyIr8vkj-dTh^N%w@OPeX{G&@Pd3ECOk-sT&kAUkayYOPIq6m{ztL2 z_KprrqTQYv%_?^+(*cX_Dp+J=z0s>P)+w*rw@;uycZy()WzwA9y7f1@$phbX1=xo|`eKnfb4KNV_>^pD2 z8~A*R)(4l1nMQqiiK(drY6u;W9iP+Woq)>$9PZ)Odf)G}ajM`!1Mq8_rjSG4v2@5r zolzq%9H@US9DV2R57zf+{m?l8D}J5j zd6Mun&|VC0?^PTKv(hZ3Pp4lO30MOYal#@3n{oltOO>Xfe^N?+FYcD)Kt?W4&2vKb zqBKFWp8_jQ7)nU0S;f+O!YBah8NxzW+VB<5S{tKdb-uMIj-AuYyj@ z=C*27f`d?4{#G84p5L4?Py`UFI+TW4u3G@*s;I^ZsCf(VPOSCUMEOFUo)jQ=C`F(C z{wm;6FgZdzwj{`Ql@FrGg{*s$2Gz|Jt3H#I9Q-_CWGM(H#GEet(F zrh@wv;NE;d$2klxl<=$$Z}%ACw}Oly)PaP1Y2Nb$P6)-ER;CF2d~f?G{Z-|K$tF@i^)hNQ6o~+ z`US0`o&c1g*3mmz`Ewy*jDGM)#k$r?)3|1qRDQ2U$f=^|3uxZ;)L<;<4A1P)hs??R z<8<-_Sx>O=i@HHe&jWHp^YYS(8=iS!omKedJRxm*#C9X$@NM#MiqHtP4`&;;0yc4yoy7q8ow2b%fCD#0K% zQ}8kZ{nz${e+uF;SHIbck62V>tT$hthWY`UTmKmO|VMl%(!%9Jqcd(p`8RC9YViZ57EzHSy#HvXzqkMw0a1CJLAl@wNK6*Ad#l-Fh;z-3NoUkF zxK23>;kH0joUu&Fas@-ptX&$R*L34)QdpoBfC>;Dd?6Lt6Co($6R3B5geF>x>hdSN zMKAj_#uem7FtHh^5XKD~4->Bs@q5M{T{j;}fZv}Gxf3M#2Rqv60nlQelj;OX@zAXI z`%^~q-4kBl?6!DBrlp6T=vlGX)IPdjzvvS@_FDcCfA;T3JSjws6M%kIhxI=_F_#O% zQNAXw0tsP6IJBkQO0&i8vg0nyUQ7r#uC*L4iXDDboV>c1&y;Cu`Di8ZxJvRTCDX?Q zIPFzTO?fOA_h=bY=Y6dY4Gz=^S=OIw2D&>XTc^aafS>@rI@)+{|6v%lxF>&ma_p0@1**bq@Kgqz^y(*;L$(BCILhUHi3WU#Hr7LOEYJrG zU0N|$*-1x=Cgmq7qmd(M_{T{7FXZ*Ri6G7dn1Wt>3v|NWYfypO`!0ESyxu4F4%vPO zK$w>vy7C|--zAPraa+FF?%~WkUOi0Fl+oz5B#VjQGe36Aq%NyZJ>&O zC2FTMdYW1pP=7>%1p`iRP)<;J8WUE%ZrFxg1#%Tjb4f0q@H?&{U}>07qHNq2EV1h? z$Bg`p5%h-@oVex71m&+@37|jm20RQ{d(6bv=jCG2L!Jej84uIVx)iO(iFzz&x9056~^*@s5jAldtDBQ5Q z0IGEX(?4k)yh$m+IV`EARx>-+RFmeK(0%Ym0V#)_04__+8EoJnPaCn<#a1|ZIhJK8 z$UO-0lx|?^{J5}{ZT68D&{oyx%QISzV{o{B)qd%nstnh9hpg%L=hrnf=_Oh9yF6r! z_@KgCVaZ)L(|2usV`0wS!aD8!tqRp)2zBU*A3Lk1nIXJ`7CpRGvy*B`TM4w>ux87n zW&QR-E+0&fI6c2MHoR}XwPH#8y3fXAJ76;58>fJvOefNTWpJ}>v#ODGsHEGisJM76 zKGfJ9K#u2g(=Q=V(=E;9tuL2S@?5#hwYhF>GltRH-K{)L-XN@z4+7E&CZPET$c-d5 zs|!9@^)>&HWB+=F;7^DpLlGNS#H{w7MV4!_aN?+tah2XgNC85|%dNxbj z3Lldig*0A+2CDoMC1wsjOzA6PT2%29pCW#W3IV33)>s_6*MF85Qsvq%CCdyK>Y{-K zchOLO+w0xsL{QYqMXzs!ufqZGZRIa;d*?m*0B-B)wm1N)v=S5+7Vg!$NGx?7+8G+* zxyXHxWW80@r!^m+5SzZ`;{lFC0CF-hBW3*b;Egne{`D?Em1%C}+8o=KUsDe725#6( zj&?Em2{X?K_V%zaBm~48E6U!G^n?%Q$X49QuoBR};0WHn=qCQnuWCF89qu(B64qR` zGhD*~1=w|VbX0n=4&s{F)GOCrN#=#RpI=*FubvU78LLSt!?#M`dy4_3P7WRT2m@wi zC)KdptLZ#k_?0b5v?c!Fp}yYImZ{jC5ANTnB;y7U*t3ByAtCVPUs$VATxSAI4GS*7 zL>J+!osfzEA07^UsbWNKH|W$66bLMKmrUG(HBQbgxluqJXqHy0YsPjZRj_ zMp{R0z@@t^#3>1PVG#+CO1nR!EN2e{5Q_wod&?-WR;WK%9@s6Z>+p;D@^{;~KA_PgpA z1EM@~o=5P<4&%2fd|MVEWNebbLMieE#{>6$m?Zk%e-IVNcf^Az5U8}YG!rNUp*41> z3+Cu|QX_(|$=obxgY~{C%}`Vs=#;Qt3Vx!tw>3RG`VQxSK0;}Atmjj4Qd@m6Llw~e zv&j&#WoAwrYAFpwD1z?HXx|#Qerr#@$>kk1pgi{~92H2=kEor5rc34N0gE>-MIJQ4 z48`(54G$jgu8(re;VWW!OT?W>5C7srs!I`jeXT&#@Cy6T6P-;xU!aTlXprAtKNfe?;s{e8vy#7o2L{YCnh8Lt;YQ@B`IgX6DL2GjT8LF z2B1z4>~DZo0MVQoffmgmZo3WF3C5rb1r+mKdiRg1C}Rb^udB^wA=p;j2Q|wk41+vf z4-`y15kAc%R00k!V?QUdtLUS&e>y>I0G+@QcmH(pQ!f^-5Y!%MqzrpZRM zF>61sz=C*F6CY0?h^cwHKZt5^OB`rw`>mXwyv0ZX(z8ytM5-2q4{cpx%SvN1YL8rBza7;n2T7 zerx#yXBm=H8=z9wE5M?cL+zcp^UDQ(nnrmU@C3lF+n>g8AB*Xau%yi>ER9;1Zp2aiu z%kNzvDS;g_uYtO<)|!|KnsAdnM2yJF8gpg6%HQ#PQoTUM5Ayy?LjWa10p|9xSav`2 zB4C^F5~AZDX=t^fz6C`==c&t?w&3pp+YF+=Z8NB-MSztxU?BErUZ1hY`fT@MwKi~A zj%fo^O{Lx7Y6RPSPW$_hyybl3&peUVA}_4%?VQv4970rG*J)J)(_%II&o2S9#eNN> z75WHB1H|-H(fyS#(?_hC^>4&P#(#3tB6xlpP!kUW@SfEyTo0x%0TUmI111h;y7-P7 z4!8!*v}Hc{;8HLhA3CZ$v~&Nhay~sE2wK}KpH1H(;#2}X z*D+F$+p25h8l~t!`&Hml2W72+l;)~(9*EiAS}?&_u*IglsO>JTPfAUBs1(SwE zdx2}mnn=c{F)%Ty+4*UAbo*j?kJ^Q`Q5WG+=ZlwXCXC8$vhJgg4saG|aM* zV~g9$-t3a_1hySLc}bLwOZ(l}{>chu=m2hgvA1TR6$|Fp69t_2w~j3|2y5F|=XoGPI?RP(Rdw^-`<#FV!m)ZwD)sPJbMol&qOZHE8#%qaP!b z=cW4;S`?e>_(V)M3~OIq(pVLDj3B8{EO^@9~C~jBQIj>M>XAh8ZuWq&dxET|Sjo_HO{IRF4n7ylf$KG%-kB7zB zCTVLuzGrC$VkmhSAg}IyFdBVW#Dcka`SZ%oJd{b-p5jPQXarqfWa(vXJK|uf)V)o z8<=i${7$!jJ;pDC$7?uCj=QxN8yW4Pfclxn!_3~-0B~xmOiKK}#p#!;CkGfujsi4G{3qJE0X-S73h2;a zn`ZvQ06%rh{;Of2m4MXT?GHry+N5&|QvWzb@Ew40ANfyHVEu(51e$X&;mD0e5l&;t zf1wLeWI%6;cJ!&B(w|>XYzhNU^T|P{D{%ZYfE27Kk=61afBje8|El|sy7Wui@=ufS zSKa@r`@gdAUmpJJ-T!*`e_E1LNYP*K{@1&o$}9aKOaIq``36SAcsMwAt2=^xawn-#VNh$V|P)hbq8_RIn#|FsUaqMH$FCo9V%ldCD;9q>HRzhd&c#7J&30 zVdP%oNkg) z{wbPye__MNfnefE0J7NsOx#W|>`2No$TZ+`I`WkNXBXiQaP9Yzo&XNHunqw@68YaO z_uIn?=!|em`hBVYA$SAc1`FR*9)gbcMSP#qF9`JWEm|OYqsyJY|K9{A%n4p9?FRI} zkt`74R^TVgqa#QE72&`@{6r-me2T`(U$ILR;FhRSalpTN<@bk)DK+3;rHE<#HM}Q{cHT^FJ$(wN%nsgGFw6>+{LM-I@N)l zKRHsca8yRpw*JnUme=o(PucueiB|?(OfW^3r2GRopM1z_yhZ--xt-{N^7Sw0D-5gpUXO@geCx1 CALZcy literal 0 HcmV?d00001 diff --git a/rfcs/0103-introduce-tvm-plugin-autogen-tool.md b/rfcs/0103-introduce-tvm-plugin-autogen-tool.md new file mode 100644 index 00000000..fb04c60e --- /dev/null +++ b/rfcs/0103-introduce-tvm-plugin-autogen-tool.md @@ -0,0 +1,426 @@ +- Feature Name: (TPAT, TVM Plugin Autogen Tool) +- Start Date: (2023-08-11) +- RFC PR: [apache/tvm-rfcs#0103](https://github.com/apache/tvm-rfcs/pull/0103) +- GitHub Issue: [apache/tvm#0000](https://github.com/apache/tvm/issues/0000) + +# Summary + +This RFC introduce TPAT, which stands for **T**VM **P**lugin **A**utogen **T**ool. It utilizes TVM to generate optimized plugins/extensions for vendor-specific acceleration library, in this way, we can effectively to combine the strengths of both TVM and vendor library to achieve optimal performance. + +# Motivation + +Currently, the integration strategy between TVM and vendor library is to offload operators from Relay to vendor library. Ideally, this can provide a performance boost without the need to tune schedules. However, at practice, the partition strategy is not perfect now, I've noticed that as the number of subgraphs increases, the performance gap between this method and purely vendor library increases (I think one of the reasons is that an excessive number of subgraphs cannot fully utilize the L1/L2 cache, see [issue](https://github.com/apache/tvm/issues/15379)). After some research, I find [TPAT](https://blogs.nvidia.cn/2022/07/19/tencent-teg-tensorrt-plugin-autogen-tool/), which developed by Tencent and Nvidia, they also have a [talk](https://www.youtube.com/watch?v=qNyFrtcGd7k) at TVMCon 2021, though they haven't synchronized it with the upstream for a long time, but it's an awesome idea, and it is here again! + +Vendor-specific acceleration libraries like TensorRT, QNN often represent the state-of-the-art (SOTA) capabilities of their respective platforms. Additionally, both TensorRT and QNN provide the capability to incorporate user-defined operator implementations through plugins. Natuarally, By leveraging TVM to optimize specific operators and dynamically inserting them into the vendor's acceleration library, it is believed that this approach can effectively combine the strengths of both TVM and the vendor-specific acceleration library to achieve optimal performance levels. + +# Guide-level explanation + +Taking TensorRT as an example, currently the integration strategy between TVM and TensorRT is to offload as many operators as possible from Relay to TensorRT, this way, TensorRT is kinda like a **plugin library** for TVM. + +Contrarily, TPAT works the other way around. It centers around vendor-specific acceleration libraries like TensorRT, QNN, but using *TVM* as a plugin library. + +And the big picture of TPAT is like: + +![architecture](../resources/tpat-architecture.png) + +## Inputs + +The inputs for TPAT are as follows: + +- An ONNX file. +- A list of nodes to be tuned by TVM. +- Tunning option, including tunning method, trial count, etc. +- The target vendor library, like TensorRT, QNN, etc. + +## Outputs + +The outputs for TPAT are as follows: + +- Path of the output ONNX file which has been modified. +- A list of paths where the plugins are saved. + +## API + +Different vendor library targets have different entry. + +- The entry for TensorRT should be `python/tvm/tpat/cuda/pipeline.py`. +- The entry for Qualcomm should be `python/tvm/tpat/qnn/pipeline.py`. + +But they have a similar API. + +```py +def pipeline( + onnx_file: str, node_names: list[str], enable_tunning: bool, tunning_option: object, output_onnx: str +) -> Tuple[str, list[str]]: + """Generate plugins for specified nodes in an ONNX model. + This function is the entry point for generating plugins for specific nodes as requested by users. + Parameters + ---------- + onnx_file : str + Path to the input ONNX file. + node_names : list[str] + Names of the nodes to be generated as TensorRT plugins. + enable_tunning : bool + Flag indicating whether tunning is enabled. + tunning_option : object + Tunning option provided for ms.relay_integration.tune_relay, you don't need to specify mod, params and target. + output_onnx : str + Path to the output ONNX file where the modified model will be saved. + Returns + ------- + Tuple[str, List[str]] + A tuple containing the path to the output ONNX file and a list of generated plugin paths. + """ +``` + +## An example + +Still, taking TensorRT as the example. + +Here is an `Abs` operator. + +![abs-before](../resources/tpat-abs-before.png) + +After generating plugin using `pipeline` method, the modified ONNX model will look like: + +![abs-after](../resources/tpat-abs-after.png) + +And it will generate plugin named `tpat_abs_0.so`, later users can register it into TensorRT. + +# Reference-level explanation + +The ultimate goal of TPAT is provide a unified interface to automatically generate plugins/extensions for vendor-specific acceleration libraries like TensorRT, QNN, etc using TVM. + +Take TensorRT as an example. The general steps are as follows: + +1. Load ONNX model from file. +2. Retreive all nodes which need to be tunned. +3. For each node: + 1. Extract this node from original model to a seperate ONNX submodel. + 2. Use TVM to autotune this submodel, get the build module and graph executor. + 3. Fill in the template, this will use data such as the cuda source code, the number and shape of output, workspace size, invoke order of kernel functions, params order of each kernel function, thread config of each kernel, etc. + 4. Use NVCC to compile the template and generate shared library for later use. + +## Detailed description + +### TensorRT + +#### Plugin Template + +**Header file:** + +At `python/tvm/tpat/cuda/plugin/trt8.0_plugin_h.template`. + +

+ Click me to expand + + ```cpp + #include "NvInfer.h" + #include + #include + #include + #include + + namespace nvinfer1 + { + namespace plugin + { + + class {{plugin_name}}: public IPluginV2DynamicExt { + public: + {{plugin_name}}() {} + + {{plugin_name}}(const void *buffer, size_t length) { + } + + virtual size_t getSerializationSize() const noexcept override { + return 0; + } + virtual void serialize(void *buffer) const noexcept override {} + + //! The combination of kLINEAR + kFLOAT is supported. + bool supportsFormatCombination(int pos, const PluginTensorDesc* inOut, int nbInputs, int nbOutputs) noexcept override + { + bool condition = true; + {% for tensor_format in plugin_tensor_format %}if (pos == {{ loop.index0 }}){ + //std::cout << (inOut[pos].format == nvinfer1::TensorFormat::k{{tensor_format.format}}) << ", " << (inOut[pos].type == nvinfer1::DataType::k{{tensor_format.type}}) << std::endl; + condition &= inOut[pos].format == nvinfer1::TensorFormat::k{{tensor_format.format}}; + condition &= inOut[pos].type == nvinfer1::DataType::k{{tensor_format.type}}; + } + {% endfor %} + return condition; + } + + nvinfer1::IPluginV2DynamicExt* clone() const noexcept override { + return new {{plugin_name}}(); + } + int getNbOutputs() const noexcept override { + //std::cout << __FUNCTION__ << std::endl; + return {{plugin_output_number}}; + } + nvinfer1::DimsExprs getOutputDimensions(int outputIndex, const nvinfer1::DimsExprs* inputs, int nbInputs, nvinfer1::IExprBuilder& exprBuilder) noexcept override { + //std::cout << __FUNCTION__ << std::endl; + {% for tensor_dims in plugin_output_shape %}if (outputIndex == {{ loop.index0 }}){ + nvinfer1::DimsExprs output_shape; + output_shape.nbDims = {{tensor_dims.nbdims}}; + {% for s in tensor_dims.shape %}output_shape.d[{{loop.index0}}] = exprBuilder.constant({{s}}); + {% endfor %} + return output_shape; + } + {% endfor %} + } + nvinfer1::DataType getOutputDataType(int index, const nvinfer1::DataType* inputTypes, int nbInputs) const noexcept override{ + //std::cout << __FUNCTION__ << std::endl; + {% for type in plugin_output_type %}if (index == {{ loop.index0 }}){ + return nvinfer1::DataType::k{{type}}; + } + {% endfor %} + } + size_t getWorkspaceSize(const nvinfer1::PluginTensorDesc* inputs, int nbInputs, const nvinfer1::PluginTensorDesc* outputs, int nbOutputs) const noexcept override{ + return {{plugin_workspace_size}}; + } + int enqueue(const nvinfer1::PluginTensorDesc* inputDesc, const nvinfer1::PluginTensorDesc* outputDesc, const void* const* inputs, void* const* outputs, void* workspace, cudaStream_t stream) noexcept override; + + void configurePlugin(const nvinfer1::DynamicPluginTensorDesc* in, int nbInputs, const nvinfer1::DynamicPluginTensorDesc* out, int nbOutputs) noexcept override {} + int initialize() noexcept override {return 0;} + void terminate() noexcept override {} + void destroy() noexcept override { delete this; } + void setPluginNamespace(const char* szNamespace) noexcept override {mNamespace = szNamespace;} + const char* getPluginNamespace() const noexcept override {return mNamespace.c_str();} + const char* getPluginType() const noexcept override {return "{{plugin_name}}";} + const char* getPluginVersion() const noexcept override {return "1";} + void attachToContext(cudnnContext * /*cudnn*/, cublasContext * /*cublas*/, nvinfer1::IGpuAllocator * /*allocator*/) noexcept {} + void detachFromContext() noexcept {} + + private: + const char* mPluginNamespace; + std::string mNamespace; + }; + + class {{plugin_name}}Creator: public nvinfer1::IPluginCreator { + public: + {{plugin_name}}Creator(){ + mFC.nbFields = mPluginAttributes.size(); + mFC.fields = mPluginAttributes.data(); + } + nvinfer1::IPluginV2DynamicExt* deserializePlugin(const char* name, const void* serialData, size_t serialLength) noexcept override { + {{plugin_name}}* obj = new {{plugin_name}}{serialData, serialLength}; + obj->setPluginNamespace(mNamespace.c_str()); + return obj; + } + + const char* getPluginName() const noexcept override {return "{{plugin_name}}";} + const char* getPluginVersion() const noexcept override {return "1";} + + void setPluginNamespace(const char* szNamespace) noexcept override {mNamespace = szNamespace;} + const char* getPluginNamespace() const noexcept override {return mNamespace.c_str();} + + const nvinfer1::PluginFieldCollection* getFieldNames() noexcept override { + //std::cout << __FUNCTION__ << std::endl; + return &mFC; + } + nvinfer1::IPluginV2DynamicExt* createPlugin(const char* name, const nvinfer1::PluginFieldCollection* fc) noexcept override { + //std::cout << __FUNCTION__ << std::endl; + {{plugin_name}}* obj = new {{plugin_name}}{}; + obj->setPluginNamespace(mNamespace.c_str()); + return obj; + } + private: + std::string mNamespace; + static PluginFieldCollection mFC; + static std::vector mPluginAttributes; + }; + + } // namespace plugin + + } // namespace nvinfer1 + ``` + +
+ +This will register class `{{plugin_name}}`, whose base class is `IPluginV2DynamicExt`, and class `{{plugin_name}}Creator`, whose base class is `IPluginCreator`. + +The parameters need by header file are: + +1. **plugin_name:** used by `constructor`, `destructor`, `clone`, `getPluginType` in class `{{plugin_name}}`, and `constructor`, `deserializePlugin`, `getPluginName`, `createPlugin` in class `{{plugin_name}}Creator`, this should be the same with the modified name of ONNX node, in this way TensorRT can automatically register it. +2. **plugin_tensor_format:** used by `supportsFormatCombination` method in class `{{plugin_name}}`, TensorRT invokes this method to ask if the input/output indexed by pos supports the format/datatype specified by `inOut[pos].format` and `inOut[pos].type`, see [docs](https://docs.nvidia.com/deeplearning/tensorrt/api/c_api/classnvinfer1_1_1_i_plugin_v2_dynamic_ext.html#aea845140b27ee59c08f6304b84addc72) for detailed description. +3. **plugin_output_number:** used by `getNbOutputs` method in class `{{plugin_name}}`, which returns the output number. +4. **plugin_output_shape:** used by `getOutputDimensions` method in class `{{plugin_name}}`, which returns the output shape. +5. **plugin_output_type:** used by `getOutputDataType` method in class `{{plugin_name}}`, which returns the output type. +6. **plugin_workspace_size:** used by `getWorkspaceSize` method, which returns the workspace size required by the layer. + +**Source file:** + +At `python/tvm/tpat/cuda/plugin/trt8.0_plugin_cu.template`. + +
+ Click me to expand + + ```cpp + #include "{{plugin_name}}.h" + #include + #include + #include + #include + #include + + #define BLOCKSIZE_X 16 + #define BLOCKSIZE_Y 16 + + using namespace nvinfer1; + using namespace plugin; + + // CUDA Runtime error messages + #ifdef __DRIVER_TYPES_H__ + static const char *_cudaGetErrorEnum(cudaError_t error) + { + return cudaGetErrorName(error); + } + #endif + + template + void check(T result, char const *const func, const char *const file, + int const line) + { + if (result) + { + fprintf(stderr, "CUDA error at %s:%d code=%d(%s) \"%s\" \n", file, line, + static_cast(result), _cudaGetErrorEnum(result), func); + exit(EXIT_FAILURE); + } + } + #define checkCudaErrors(val) check((val), #val, __FILE__, __LINE__) + + + {{plugin_kernels_body}} + + PluginFieldCollection {{plugin_name}}Creator::mFC{}; + std::vector {{plugin_name}}Creator::mPluginAttributes; + + int {{plugin_name}}::enqueue(const nvinfer1::PluginTensorDesc* inputDesc, const nvinfer1::PluginTensorDesc* outputDesc, const void* const* inputs, void* const* outputs, void* workspace, cudaStream_t stream) noexcept { + {% for constant in plugin_constant_init %} + const {{constant.type}} constant_{{constant.index}}[{{constant.length}}] = { {{constant.value}} }; + checkCudaErrors(cudaMemcpyAsync({{constant.pos}}, &constant_{{constant.index}}, {{constant.length}} * sizeof({{constant.type}}), cudaMemcpyHostToDevice, stream)); + {% endfor %} + dim3 dimBlock, dimGrid; + {% for kernel in plugin_kernels_params %} + dimGrid = dim3{{kernel.grid_dim}}; + dimBlock = dim3{{kernel.block_dim}}; + {{kernel.name}}<<>>({{kernel.enqueue_params}}); + {% endfor %} + } + + REGISTER_TENSORRT_PLUGIN({{plugin_name}}Creator); + ``` + +
+ +The parameters need by source file are: + +1. **plugin_name:** used to specify class name. +2. **plugin_kernels_body:** the cuda source code. +3. **plugin_constant_init"** the constants params which should be initialized. +4. **plugin_kernels_params:** the kernel functions configuration, including invoke order, grid dim and block dim, params order, etc. + +#### Makefile + +At `python/tvm/tpat/cuda/plugin/Makefile`. + +Users should change `CUDA_PATH`, `CUDNN_PATH`, `TRT_PATH` and `ARCH`. + +
+ Click me to expand + + ```makefile + # Variables need to be defined by Users + CUDA_PATH = /path/to/cuda + CUDNN_PATH = /path/to/cudnn + TRT_PATH = /path/to/TensorRT + ARCH = sm_86 + ######################################## + + CUDA_INC_PATH = $(CUDA_PATH)/include + CUDA_LIB_PATH = $(CUDA_PATH)/lib + CUDA_COM_PATH = $(CUDA_PATH)/samples/common/inc + + CUDNN_INC_PATH = $(CUDNN_PATH)/include + CUDNN_LIB_PATH = $(CUDNN_PATH)/lib + + TRT_INC_PATH = $(TRT_PATH)/include + TRT_LIB_PATH = $(TRT_PATH)/lib + + GCC = g++ + NVCC = $(CUDA_PATH)/bin/nvcc + CCFLAGS = -w -std=c++11 + INCLUDES := -I. -I$(CUDA_COM_PATH) -I$(CUDA_INC_PATH) -I$(CUDNN_INC_PATH) -I$(TRT_INC_PATH) -I/usr/include + + LDFLAGS := -L$(CUDA_LIB_PATH) -L$(CUDNN_LIB_PATH) -L$(TRT_LIB_PATH) + LDFLAGS += -lnvinfer -lcudart -lcuda + + LDFLAGS += -Wl,-rpath=$(CUDA_LIB_PATH) + LDFLAGS += -Wl,-rpath=$(CUDNN_LIB_PATH) + LDFLAGS += -Wl,-rpath=$(TRT_LIB_PATH) + + SO = $(plugin_name).so + OBJ = $(shell find . -name '*.o') + DEP = $(OBJ:.o=.d) + + SRCDIR := ./src + OBJDIR := ./obj + LIBDIR := ./lib + + all: $(SO) + + $(plugin_name).so: $(plugin_name).o + + -include $(DEP) + + clean: + rm -rf $(LIBDIR)/$(SO) $(OBJDIR)/* + + %.o: $(SRCDIR)/%.cpp + $(AT)if [ ! -d $(OBJDIR) ]; then mkdir -p $(OBJDIR); fi + $(GCC) $(CCFLAGS) -fPIC -MD -MP $(INCLUDES) -o $@ -c $< + + %.o: $(SRCDIR)/%.cu + $(AT)if [ ! -d $(OBJDIR) ]; then mkdir -p $(OBJDIR); fi + $(NVCC) $(CCFLAGS) -M -MT $@ $(INCLUDES) -o $(@:.o=.d) $< + $(NVCC) $(CCFLAGS) $(INCLUDES) -Xcompiler -fPIC -arch=$(ARCH) -o $@ -c $< + + $(SO): + $(GCC) $(CCFLAGS) -shared -o $@ $+ $(LDFLAGS) + $(AT)if [ ! -d $(LIBDIR) ]; then mkdir -p $(LIBDIR); fi + $(AT) mv *.o $(OBJDIR)/ + $(AT) mv *.d $(OBJDIR)/ + $(AT) mv *.so $(LIBDIR)/ + ``` + +
+ +## QNN + +- [ ] **TODO**, I'm not familiar with QNN yet. + +# Drawbacks + +N/A + +# Rationale and alternatives + +N/A + +# Prior art + +Tencent TEG and NVIDIA jointly developed TPAT and published it at [TVMCon 2021](https://www.youtube.com/watch?v=qNyFrtcGd7k), but they don't update it for a long time. + +# Unresolved questions + +- Support Relax frontend +- Support AutoTVM and AutoScheduler +- Improve the API on the C++ side +- Explore dynamic batch support +- QNN plugin template + +# Future possibilities + +- Given an ONNX model, provide the ability to automatically search better performance nodes and generate plugins for it.