From 59cb87e3fd924a5766d77b83041174d6de5c8f41 Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Fri, 15 Aug 2025 17:39:25 +0200 Subject: [PATCH 01/25] haddock3 tutorial for basic protein-protein docking --- .../HADDOCK2-stages.png | Bin 0 -> 128392 bytes .../HADDOCK3-workflow-scheme.png | Bin 0 -> 583020 bytes .../HADDOCK3-protein-protein-basic/index.md | 1555 +++++++++++++++++ .../plots/GOGO_scenario2/dockq_clt.html | 23 + .../plots/GOGO_scenario2/dockq_score.html | 23 + .../plots/GOGO_scenario2/irmsd_clt.html | 23 + .../plots/GOGO_scenario2/irmsd_score.html | 23 + .../plots/GOGO_scenario2/score_clt.html | 23 + .../plots/scenario1/dockq_clt.html | 23 + .../plots/scenario1/dockq_score.html | 23 + .../plots/scenario1/irmsd_clt.html | 23 + .../plots/scenario1/irmsd_score.html | 23 + .../plots/scenario1/score_clt.html | 23 + .../plots/scenario2/dockq_clt.html | 23 + .../plots/scenario2/dockq_score.html | 23 + .../plots/scenario2/irmsd_clt.html | 23 + .../plots/scenario2/irmsd_score.html | 23 + .../plots/scenario2/score_clt.html | 23 + 18 files changed, 1900 insertions(+) create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/HADDOCK2-stages.png create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/HADDOCK3-workflow-scheme.png create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/dockq_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/dockq_score.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/irmsd_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/irmsd_score.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/score_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/dockq_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/dockq_score.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/irmsd_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/irmsd_score.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/score_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/dockq_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/dockq_score.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/irmsd_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/irmsd_score.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/score_clt.html diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/HADDOCK2-stages.png b/education/HADDOCK3/HADDOCK3-protein-protein-basic/HADDOCK2-stages.png new file mode 100644 index 0000000000000000000000000000000000000000..52cee1c5c58a75e384f4dfe6bc1caef9494e51e3 GIT binary patch literal 128392 zcma&Nbx>Ww^Cx<7cXtcH-Cct_!7jlqxV!ts9fCvf;O_1Oce}W|yKH{DzkT1WdRwnv z&742Zr}|9K%$e@#>F$Y8QIbYMBt!%N04TCDl4<||)DZvxu>%kJ54jt3d;9;=m^7Kv1?i#eYrI6%k_9aL0>5VySjQ%|v` z^c;JsN2$_3H^IvEmF^c(WDCzgWY#j;qJ}L zQW_U__npTwQrD3~*3E-MHU)i_ZsDt4!rqUUw$n{_5_(N9T|EtB;bW-djXtk2Igei-%(V?cE*IpjqZ0w1XaMG9T|3xfoyG z2RJ=#-eSufe>`Ny~tnfzL6$;fXv>9 zKs2AbMEP&mUN4^SPp_eKQy7EYUA>2|o5i>9t?rNBQxy~5>z7Jw~k0p{zuP9l&Zm95~p3y$}PZ6JXfA8DwXSYY@P+Hnw z6Z#eSTHp0Jkj<33`65F?UMF-tAwI6(6}vwxYiKptwe^1qU}bFxm(*bTEogdqDiLdW zyfvse*!nArf?C{+SSb=93?%6DVKU^!^W`U{ z^>$|C6MNC_>Qu$`AM5jBx}dE>S_@Og1JR*Oc2P0u{qe_m=kEu}93qs8s+7TuV=-%D z1XQ8VA=-9N>FoyTuW>gAa-VTGxSs~;&T`<-xN$zU$H$I$G@Z4b)_eAcWAVXxnzlF- z^E122dH8d?{21K`IVFloS;kY^*2-^iNx^k?_$*58x2otg96?^1eB(c#&W))%8O$2T z!4}DOi>NHIIu|zf?W2!g>Cx2Mej8c!`iKZ3Jd+oQeoPUgpY4lg+>l zb<|gkCyyyGpSPOxTik)Cy2`&exa;r>o%&Amt$iI#L5{ZSJe21bw;}EZ7NX&qxrYfL zeLa$-nQS!4W=L6)ADM@osgpysCn-q9IAMODpC%CJT#K0x>M;TD%(*NW$YHNfNm|o< zyVw9CCh4X@cKAZ_`)6uy=F|yOtHh^1DpgIZEFc04sSC`Tt5nxWa)6)81>AX5letHo zx>H4z>N?)5Cz<4|bGE6l^NTjguI%W`M@y&(FdquIV$XHMHmxoA6U{qIUmWgK^7^Db z#OQl}#>r;0v(lF=$>=`I!z7T}zgP5VrW%b5%iLNtPorYQ96C_P_;(D~DObjpaCN%CfJc5yHYe&*&HVg&N zqf4_sEN813Zttx{*a^q(E<1kyKGpZT7 z&o2qI;$Bxk*;BQwc{Cv<=?yHs?6g~7{>ZN@83oz1cRc8ea!rUsE79&rfhzF<9PEVV zxIb;^x=>bm9jqinW5&S7P_;f9G4p za3;1$u!ZtP46oE)2@K4mxF!z)n#(k~LJfXIZL^~Rm|zPR>%1{x5d1bhpO8FORk2WT zMX)+`=Xl;dc@MvglxV~GN(r-iDlC;67wmRMiN+%jyd2qo4e!d>;2$7U=!0ynnhptFzfG(<4selE^iR78KX=d4EvZQ3^1jUcY zD#bVuL&;VqV*#4(iug(JB?#yN|L~O?!crinkh+hrY(y4A(n6)I@;FctmJ1fTo4aeT zlwu8G;o@hg-{zshh@l%NmST$$sjOvaViW9};t#9cJrZ&%N{vfgnPRap1cn7i+jA7| z5LL>e;I6*V(9vj33Kyt?X1&tC<*8Ow;M^ZQHO})N891X?WiOsgREfjI>}I{NhyGziJtS%gM8pWDY5mnxH?o2y$w?wMf_dUTs@-W%DLVf7E_Bmg6 zo46+sc-Sjbc{30NBw@7q6d0*I?V{4k2?<{uARVS%Gg&0a`v>R(@u7AUk5m8;u1hQ( z3z&Z;)^DK7j1KHydGF(B=}-wa$l(7*d=4z5_5Cr!k_OaVQf538JY;Zt)mPj~q2@-@ zDVoA~@w$S)x$+-aVQCwv9a_^plH8~pHi^U1Mrcz|x3o-)Aop-VhcBgB zd*XL#uKxMX8Dt36o<>Ryh%s{Bol(*uv9thFVrVfCI`58Yjc1|Li*Sy7__@kaVQ8B~ z_&pA4Td+DL?h(NWE1FkaNCOk{(jBHTlB#H#p{IkSDBB4fms1o4Oh7{cH2}4^iWQzj zTP#i~zXMu%_|H30YU#)u2SU>)*ch$fsn(IvhTy`vC%5?29$jLPjyikvp= z44HxD2-ltH79^Ifk`^9T(J)4_T)0ijNMOSEvlgN^p2}rj%;%a5{mOwOSuTl9GnoqW zI(USA4-1*!kMC|x-8x5=ogNy-nA9{s9z)-KP@!lMZ?^9jg%fKDW9(`WHXc{FsO_jM1dwX7xLJprZadk{{Y~VC%tlS^_0c5D-=;J`T7s9wvl2}6+ z3Q=Y`;i=ff=e28jZ0X05xywO)$)d{xa%6?DEm}d|3SyqoPOK+}BSwf%0Qusfk?=4e z%3h!%l?}<1?Pxi#tc(h2r}+}B#p0DEjOYRjP6DF;BmA(itk=WrFHPNkKn4;sW^ z4r){g%6juv7$wpcCDaqws3*E)ge6^InLkCPDdY#MdAP3RF&i=M29T0&p~y**eM3Xn z@3&;paSQC@Ir6zTX-T8XXJ$^2E=k%FNI~F-AQ%;x-IqsQBGcb*iCB%a(Rng>_gq;I3G5-jbG%B>_csy5N455XXH8Kt`zOE_>QB9-&3x{0 z2bLftrn=`8x6|bVrWTR~dP#oFhVL`-D1%=sioz)vT98x1J}LDJL$2nCV+;d}M~KE* z_x|Zy!U2^Z=qLlFnVLjD&+SmZCg8rvwVgsaTK!SsaI2G6I@4{!a+Hs$-mdYnz< znIFWQHx?OT{eXou9OKXe$yYei%hU#S$46N%igZtjlJJ+;K_qVhc0&1t*^u!#fU(c` zK-);L!l}5-kaip^ezbSMqKvDyGnBa~+uU82VG-m!S-Ynz{jCvVj+jIpf;MMeav_jT zISxNjlR8uuG66Znv%1}%6M^F%6bExb;d=((xdzjhqaOkCJswbbHDDYF*ZWW#HvZ*$ zG$INy-W(hFg`2#UaSs9z zj_F@O4b#0sX2hGQz>FR@jLUMCMFkG`P-{z48lC0D-vA35JWe2-^HMZl63BxfQV1zy z!m~5w`9SD+s2jv=*uQcgcPc@KJ?BP*0rp!+8PVti`kIzsTOhYvsZYM%;!%=Y$5X;Q zckMUhn9lvyMROpb#DR!-zN*p3ewM>SA+xvU6lR@nxDdx%KXGVrCAXReKW*XS5kRq; z3=0s>VloAv(s2$+)yGTQnD%ne_a&q34MUKJ3b>fV8D9&_Cm7_r(YVR{1bx+>8UFcJT~? zc>CdTf?*CY=j6vlQjC0aF9cYA!%A4kk(qZA4K=+pWRc$xInzXwF zg!miu=X3tOmhfUKvKzkffL6Y`%+-4T@g1p3!i$aR6(ogCL&LeDqg1c1c`d&3z7d65eh*g<=%C#?)V^sDC?ct?E1v6|F@85wgwnD zhxttR$h2wA2-N)+ACr=3qIsl*Oq+u#0WcAhZP6@kS^tvNMY|H__LD>r(M&ZRq7i1} z>z~Ac?`?kt8s=|E$^z7`V`^|D9Bp2)TUoN2izJ63HYQ7U5fhSUJO-UL-550+J^`>}1JMKbBl}Z_~qr$;@i!}>`oLt=4Kpf5YE%gZ*shE1ytnMO#9n1sqNDz zxv4H(gOVH#Yom1N^N<>pm3i4F!j78fv$=2|MNUw0r24@H<#n#}5r%D9;e>zU=xO!LF}CHHK=h}(Dd6ef0a@9 z)Jm6g*k-Nvx2%>U53!&#=3j9?#1;{Go%=G?_f1%Sxc!)maz+kE%=}i-Zo`=_0<28_ zC}ToDnQ{8$m=|F|GW&$mZqTn+2@Hx!RA^<%wBId|UG1;FZq^*1a8!)nmxXt-5gDtz ze=T43D{mw_M{Pin2~?6P8kK1Www3ObKCRggZeAgk4(Y0?IOCoZRBZ=0N$~f18pf5T z!`o`rl()(7YmL%*Y$@n|NxO5KM#lS6+M_J^)p{8ov@cpoDbExe;Tg2}?Yd^|SzBL6 z)-tcP=b$`?wv8;%Si0C8(}7nku^Za@#-kjEV@uL5pqpjBXWlUUrI2y5UU(}{5`QOO z->4RYT>S2_&&^HMcc&%wBww__$4#Kf$cWAEvR;3n+|l)wC} z-Ox;-nD^uLISa1{1rzzL`xP zs){Z4Woj$k-5tkTS*!`PJqT2pvySh7CZLI@P6x@##BqZ#%!J%4<(X%Mj|TYqb<-pn zslLm5EHH2A9<9&kb*Rj&$;9l_wtWqrH=S=Yqi6H_AtL+}j$j}Ntf07xBT!B9PBuLm2p-+GqrUomxjSDFPW!~mt1dwJV!KEc4En^)f7rM6w^#+ zh-Zk62QHxKF~BXS7VZ)yR>LN^qeolmL2)SdThY}WD8#8|8ro;CvNc`A$1w?sNSgI} zSWM5&p8^;gcDz|Z&7L2LQeTF9Xg!yYD-%NENa5$!OQ;WZZbH<7B$NgBGm^>mo_|0T z7?ZXR+%O!HxS@vlN%9_(R=_m3Tc{nC>w~uNk7x}B0g8)enQEL()C?-qLLrHYKvtXT zP6KE`3j-kT&nnnj5y1DxXRn>Hfg~|Ifb9tU+}77-c&o!^08!cvV3rzulS~tI z8M;lU$8&eAS#Erz*vXt{Ijt%QdtE4$QygOxS93TV@K^q%Q)_;cO^FF>e0W}|5(#9{f>U}_9r)i6SJt5WO?$qWEV z-4@5DuOskvbK#o@R3&0!3LHLdc)4Ew6QWo-S}3rZRw4u3uoihE!tB%gn?@41T5VKj zkly&d(3@WA2kWkIgEYJe`e-m=@=cQJskP;C&%1b(!f|(>gfeL!MmZKev8a}AzBcoZ zFXNIb5Vt70fGSz+Y1zNTWxCn?)0kW*9AkyZ@eN&>O;+k-jirJ8>`Zcy2~?JNNV2Ia zvzq!|k@XG)_t96dG12vVkc%~dEVPB z6OV*nG(12s8KUos9EcpKDp~4tg^nQ8VNE8>&^p4Dfq!0DS-3kN3CyA6NEIMLL`w`% zY+)6OirRBYBUYWr-tnG zmk@fZZI}A(nkLi5lDNeIGTf0IY4ELqY5n$w@k;Ar)H~7)Kiv%`*H}ZlO$O2+XOFNI zFmF86q~Y8P?h7QSZd=Wh;Ik!WMpUm5FJN-Sm>>Y9{Vt8PEyXfnu%XYJB%X2W#~$Ho zIa;?T8kv{cMut_tVdO(*A)V)9bR~FLM|;G4^ce_f4AFSs=jgg}E;8)C2E1FX&j#Z( zM1|PrO?&+*r37aeFW{kL>?wX<3xTE=()^u@eEf&+uTwG$WrDJ0(u@lfo0VKU-&Gqg zy)%~&bfTZ-Zm8ofT!Z!kWs&Mqf0fuvuiA*D{@HXA|L@bq%z=f*x}tBfJ#i39psTl) zi-;*fn&Zmm+c_w|iH4~?JTW^n0L`-j-$P0UkD1Gp}W<$6l+d*^X@Lj{*oCx>dzeexpl~V$3 zabJ56T<}F3j(ekaGA?1WV@_xE3q@!3DleAYbFN8u0Oo*9<{yRyj>P>^^MO)eB@Y{P-U^f9y$1GYq6v1a$C1gwiXB8{TROA4%PpD zY3$Phj+cBt%8)W`CFSSA8c1<>`3;Nx@mEz~2d|P?wZ(_3=*1i4MH;c^%%#j~a?A4=ppYbPOX_5S@8MLDq3wMn$q&yox zIBz>&Z3Jo%aB<=fbq87IRmQL!q)yIX8u1%*(O+;2QNCTVQ~cYS1adZh;7yHh2R=xr z+AXWW5Pm%fD`P@#*kKRN9L6XiL^r&bRU^lq0ZVb#jNcBDhKE|@U~&d zJ*sx*isTWsplK9D09ez3qWPr4IdE?N+ZBLg37 zJKMz?#Jid#(tWu*VKdTK=O!aAGFH_EYU1f4cQv=t>!nqEf=B!e&iC^MIFQ}*inYOu ztB7MsHlf8#`kv6pe6#eH?mCE&U{6=~zXKObG2OvI-=B9pNo@5OMtcU-%B zfC>x8!Wll?_X+mI>tDYnD|0?+5Y9g1HQ)6wF}yE+du=;6M2A8BkWQ4uqbOg86LC(oZ?VF@`Bq$;Co~=;dhp#X~e>u(4!U z<2;|>NV+ANLw``SIx*%!;?(WJeFkrWGoD8gc9C zptOL04a%T6atoJ$z$f^lHCW~<-HbZ89~S^9+qkDvU;qWeEE$rhyl)%gE!jJ!|pzxn>>+y7wD7#IKD z-v1Q?IpF=TKK~zd|KFHcNc(>e`9F03!QlTh^R$Gwa7eG*y!AhO?H{+&`0sMx&^LGTwN{aya;B(;b0s7JqR>)? zu&^rdW6b=X-FVWqrA0OL3o+}d8sop_U&_Y)}M(?|Az&kWR4f?Nr;-kw)qHosI52!IUg0YC!) zUOlN|Haa1%bFgfsHE@x~*9!{@?6m004jLbz1 zRglry+yze!uSK-}=vca0|8z&6{ozpcGw#b-9pZQ2rTMqbsoX0hyFu;7xt)G*v ze}0U`B}b;H8C7JFFqw@#E3h4UpwgQ+)S;mh{33|A37EQwfs`P8HmM!y4l_|i=5wuB zgvNkFCa73m+tnsI*KZ^^?m}wP4jgiI(~AUI?f~Y zpK(?+_94@@Lyy!r3o~oCfkMo+!U4DQ4bQ1x=U(of|9G$H>XcX7b7f{vTOgwl#Dd^| z1*Uu*1VxX(?+0FuFPj+iSlX~~_4YcDQCdS!yGmPYomQ07FbuY)kFC304468aSNs^a zf=k9h9D!Dd?kUBusm9#Kz=8-3w&EgIxz1X@HJz}f(JS^?N%ol#b~2B}KRI_WE9vT3 zsEu_knK}K2jwy{z@YN7f>Kmdq2WA29qQzW1UwYvs+uq&g2q+JmzVVztwnU>SUO-q! zm`|NwIGs(OK)a3DD`g9s z0|?Se0Yc*QiLT8X1-k28Z!a$TRv)Aq&xu6c(zAKjNT?(WD8$KAP+73EuWVj2c-IA< zJa{L2qbO9MS6QVhR9XX~Z8#;1kh6Xf^Evz6t&c{`4NFTS*+~U9L5P^EjRXXg1|+~9 z;3U(TSF;uO@?1>4fJ9}#gICdYOibHTHAMjwVg-0$J?nMgYFB56vqdNHGHifw)Jz2w z*-Og_k`gNnz#&IpKa38#vZ>g@w4HdYm4-DFC78yb`V9pdk#f{_Fmn6taZ zyo;5hAeG-=0SLgy#{Bv)0%gf-92foqaQxXF9Zt-!)~J4_osLbpO6xN)jbhoknrX1w z)~KeZy|Pl;98Bw0;Z{O4Lr#bS+xsO}1Nm8}Y2U>g=EeGAyGGl1q-QH{b|i$j6+b48 z-6A$lcaxt-Z=7$eu`U`Pqr(0hG{pmvoqY4$vDU4KIS*MDSIipp4pIeT}dpCfr!BUYFWg!IP)bfN%-p- zhSq6A4HCC=tW$-PAdyjygdH_$of+tX;jjWv?G1x@X|7h)O zZ3Elfy@6CMo41b3oXnl(GYMFTb4fEROp$bG4n1>D`KvS$RRY!2-fleOVK#1t4+Bnxoq`Caa(FDb_;C*S5sDX3T3 z;Nmg>LfKo-@G>EwDm0+;nx!BNCN3H2yX?q<;LY*b+?L;2#R1u z0&2+b+<|3Sv$N)>vlEr&x4PB>6H+W7K%<*HfyM7V#TYLRtU(iXDy)huiCU)Ex3W*$&5YDPW1%sV_j2A11d zlykHH?LB&xvrl+~hlXM_u3I5^IxR^;&?Yqa?P2sJ&2sgSwN z&Hg=PWGVp0OTsa_}E6q)z^ya(SdeI^f7 zvdyU#Ld)jq83BRlptM)7((rg`;tAxClpV71+SPgEkU(FX95Etsh$W-kH_!^ zSl@39W?FCR=@|eo8!AjRwmnvaczArx-S!5)n^`et{^jRe8s&X-uDChM(UE{%-mFJW zENlZnnaG@l8?B)=6K#VhUUq=CMxO4zCFjzF$;_UtJPDq+>+{~#B$=7Co~y;m7yvd= zwQ?P)ek7)KKH;B{me>Ia0PKPj|1dW4u3FX4a~>ouyg!XnBT|-w`@dgbxf(B!a9VlND==PP+Yd>k9jA^?7N-S3VK0T4Q zv)S3hv?WdMwZN&7triEHx~GrR`a|UyQX&Rij@23Z(adiO#*f#9!L`Q0Pa&u8Qcn=W z=Ur4*22la8Xn(_jkDUh((-^4Xre|>eWx>lIVs;tg8&lnv_Hom>Rs`_mloyf>b9Z=4 zC!6|fT}>@>N8ey6E5}_1y${##hA*>(xHMe2Aiu5<<`vG*88P=#fE&ApYljdx#zVlM zs!C1&$F%k(Tz8^#^yt|P2I@;V7RAonv4M3{vxa|jI*SO<2AhmP#cH6;BMIe6djyyX z%|G_`>pv$5uDBy&vpwVb7D zs=B#7K{IlUwA0V+ZCHfY_hLYX`qFEaG`{{8o0>`&1&<=eqUyakOlW4a|4)}!d>UcL zK|6MwBS{lbvfq`!rQ$fEa~G~?odad2f78C zC4?$u-T*0vCQQ=190WDR6)|x)l1pv=T-k)buQtAMe+{sWDvdE z1G)EkINdrN2?P5;3J*fw2EwP4$!oL0CUE`eE?QH@1jg@ud@s(=;bgs5j{34?1d8A$ z!bDN27+FA5;r&Vd)>nBUo~&JKjN^Xs)#rdb3|W>fe(%XCL!$_P8i0S$q-?!5!NOeS z=WOj+K!CrPal9<^ad?^YaTSwZCO4$v<~`gb-|%f{pt%dwmkswvlfpqnE6COX4Js@K z{D7C1+Wlnb>CD4rEAw-ksNTMdQ%G;jl%xoNF?*!v1)`q_KEiuwDi`zIo7$mW z$0BRB|4vTA+C)oR_}d}x2DurszGLp?W_C7Im*}*S7UVJ+s1=Lne|=H*ZP3(&Ba&T!p)UBFhs_ke$_r`LeoFPsXP(1oFP>~z?Q{=6c**rQEZ-ka zLzTOAH-1V1c=-}NKktwIpRUv04KlK5TdMjBAGyEcY{Ci8I&oT#PjR1;j?50g(aIeC zMG2ueu01S&d>x0wdn(FcmvW}9 zWQNYehcl7+$>WGqb6T1pelY*t>~|uE(YzHLNv?ZlXQdU#F0V<-kD-NEyK%DfXX;6& zs7$(|N0Q3=aC3CMj?U*xgY_=2<_!ei!xN6-NdMdZBoY6^ft6$N8FhLk;kt)q|Eyn< zMmtHMT6h(Y0E+jm{LpZIyWFN)k-H+&`^nt#;Ao$2}whnYP$uu8*oC? z{$B#XzEI_^Lb^~YLzvIVY3(JKMp#erSWQ@E0TPqH+p{-MSfEpoW_E)5h#4FsASgTmr%lTsbOr}>oR>Qi&fn4ie_(4XN`Nt0hspoKBPaToFV0F`Dav!61r5>Hkl;8 ze!LN}59l4|cRObklB@~qM`9p5*5m27tG~WCyZ;mKbLeE(qZF+D?)RV=>mDRj(=|&` zyhOUM?-rPK&D0S9z_hwm;a2u90#^>N^3|U&#WNh%x?ID~<}}iEkF@UT2C$b7ZB2Ht z2dCu>pSSgy@@t(S$BwPHyYnRf&)s^95_wM)LN=ymK98@KBL2A^fqsIQ*A-AX%dBWl z)Pg%HSG2GmJxHWii#3}m;g6ZZ75oJ#&BdN7%b$O1git#Y3Tl42T9n8=`$6UFU8T}169`V@P_62oa(oIl=@3eBp&ckv#C>gYx2#%z<6hq%Y58%SSULHuI0Q4M7``fEh0aOD8sKdfU zjrE?TbN~>;{{=i--QCvSu>esl2m2YGkXE z-S7`#h!CjRrB^a$>j5X_x4aZnSE8W>5eqILcBuftU1fON z=#c((?uIAhG+npd@M!VYvqS&wK6d0=AQFFEQ%>e&P0t*1?#LbeYF}YL4`|GCq_y|Ko}-A$~0U z&Gng|pw9)tWL1m1cXziL$dSWbKvGaTM#E_}@Ej~v|F@E~u^n8Su>K@7`R&a9^MW8p z+Q!eQCS@rQfU?^swVP(J(b4oB30Vod)1bruWw-h8>)#wKYd2zkT+#wk!#Ih=3sp?B zoVnhtd0?+gCZ8>qutU%-U-NJ;wB)*f*ZCS1IXf*ty7wnv=HK>4sq)3hRpHA;-RCR; zA=Rq}Lf*|ts3F>qj~U`}NOLJDZCkkR&%ZllEX-V9S?*wW{fw7zvRnZH^^u=v0-CPX zCNY`6Ne5B~Jv(K(a7g!b2@=@2f2x2&D+IVRE@3|0D#6zpoeL<6obEPXavkS`k#%gI z`EV|>a6>twr`dcg{SKS`^?z(UaBYHe^~KD8zS1BQ{(b32_+@Gi5n7~3ZeIpaa3w>W_%6*lv(Gi_aopZZ=T2keaEJc#HIo&rn8XFJr-t0`e zyU)dICQK;F=9!HC1jkKw`25ateIYn`Tp`68rtfn7Jj`75Z7`VH@2riGYv0v!U)9S! znP@uwv#U;}LlO>F-?VxaSb_a#Nu57qUtFujA_Rys*){pSmkbigPk;>TcHR%;COe(& zI<_oh$kDVtDs;lnq)66?6-=jGhot3H0~k&hltvoehMnhEuy(7|SjmfbGAu@xo> zW^+Jr`o8QAril1BH_!C{lWq}_cQmq`oT`7x=F|jHaGgaG+xHEzbnEq4@X}@!Pyw)5 z-jasHGy7^{f%R=bTbTKy7s;9RI~lq(F$UC~@}%F}OPC_7 z8a3Obg01z48|4i?VS$}C(MW7mzikm;yIvQ6w!x;G9t_6nmML5(P#G*`aPHJID7~+A-+TVw!f#5rE7VC=tQ)ai0AE7>q=zPVPYZc993mV zqK@6v;jS_}EvXg4qj+Xv<8a{sAhGi8k}Vo9%fQFuWPxM1Do6_H!^d@Z(TVD86CaW_ z0NQdk;Y!p-m+|`+QA=Bk^Y%*{nS(Hth>z_-|59vPy`9a-j&|rUr|E%T?pIiH$@%eb zaQY$w551YgV|*}MV0}AZXWN3s7~0X~`tXvl%sYgsOb0l_@1g+$6I*fqI>73CbWc0> z&zUvn`jlv;S4R1)Zyw)A2P|LVakL&l&4(&bEs;~C-L{8-^>~gI zm?OozKnnj5J3>gR2l1{h?M^of9@cp0Aj{2F8x&0!rlBl7x5dwMa>Zsim z1PTE*;m~=;XGxT`K#V9vb~@AhTj$)InKJcg0PXQ{->!mnt^NKs<|m>m)c2do_CpJO zA+{6tB>|W1gM&UG6KmF!ruoov^H{czU#I}o9c5QnjkB+j0PBzO<7WK~KhLI}?X6?C z^vY1_MFspvh{ncA8!I=T5gn?u`j_*xuLi>Ujwx0!PvFXl{Rt^kUQM8E;<#$$B^w9F zu3M$|@xhSNoJHPl((|K!b~dfoYOzHL(|IUVOm89S7Y>MjR?trmhST(G_>grz%L_~v zmE_90q=s<`=t+JDKfAq7Eek|~g{b+W=krtdreM(SK5DUVdkEBq;}NXO^})fL6PIBX zcJ@Dap#X=*P2yN(Kq3Q`V2+6*OuMm4ye2-BBmi%F`R50XefBTfwtud@bG^3Cl_S{k zaarLG{F_^r^$54j4<4;lAb8qwYw!9-w^|{so;gSj88M9C9lkFRoJztIE&8rgY=D9- z1VbZ*beWw?!bDl1zxq(US?L}Gzmq;l+QBFOhzt?H$I02P+1=TIMWD{ef7!wPI$Ikl zG*tX+XHlV#3akwa{WTUuN!~>7dv!ISs-|qY5#K1C!ma2AkhC?xQ(ZTR!)GGWJb7O z>o)`MM;P5y&YSw9mYPq_WuUS%n7eLQM=Q!_4~WK*F^jyvK$s<&fr8vh+G;Oe!B6-w zXr(Vy7IDGu0T3XF^cf>zwgmt4ahcxT>C$o}-6-q!E(l{7S?2Qu_E8!YjXy*;gG9Ov zYkJ0{OuY78PBsnhzGi_LqW)n~gkDDI? zgTXxdP=syoP^*Qg2Pn`{TeEP44j|5D>~Q*><*u>0Kia3@@rEFEe!S#6g&~H|WbS`; zVna8K+|dMXZR{YD95oG*w)QjXiNBr%I{TT?{JW`}-K?LJQN{a<(OcWtC5{ad1MthM z_aP=U6e(?O;zd>Od8_li@=`Hy++saVNpVuawDG_z{9h<#X{|Rv9NpfZ9As3oZIEqn zDJ5s^YE|rF*Ysux3;Zeg}6Z<68HQ= z5YZhr0OVm=-`cW)4A0Ko;pAm(_xtR(P+!rDg~c8OQruU}L}Z30+fVp}8ZuHDw|jJs zDlbdBxBWR2!UEu0cjFK1CMwgdLh^~3EBk9DNr6J7rA4cAcnouzC=p(P?76(z4%3-) zw65U(&$Bdt)48>(s`qDOci&8u5=!pYN+0NpGL0zsis_8K&Ib?(6g#x5UX-RBW1+W8 z)YYlBR{AgksOOSO&0vRXSwKf$*I&_Fxxnu+R_gTfGB*Emn5XvyG7&;X@?UoC_;kN@ z7HMPU)5?8WEHpD(Z=w{wM=t7c{y3YT_rQ(UYRceAI}wAI)xt>(p82PXEi%h{2G$XN zIulcCti-QXW-S3Qfc23r0arYXn9?j@xEm&5)(jErC)&?~Xe*Csu% z!o>Dr{LQLhk$XgtBlX|y8IMT_1ri33i7%tc;hv1ALAbNcW7dV-sOR z=rJ9*d}F`~Qfb`(P1B7$8d_bNu) zNXb`c3v)T8HuI=m$k{?wkLZF(kQv06i~u){gZXF*^YP z#y-7BgeaiNfTxq}^9gRYquQX`u?V@|g(g{F5h?*2I+1@O1et~UViugdB4GRowLu`d#$t9 z8fv#W;G)DM%}}nY^Vvjx^No*SE8KvGDg?@UPXAhz$02E-`IWnre0f{c^wJU!(9XU0 z{@QL$Fi~t`fcG!8!w^%KpU80(7s~29n7y8Qr5+yUO=X(9T2X|)+!~39YmXoz=Bjqa=Jc3r*M{yv zck?e$hB-bB;6bt0RAnfWGSOO-Cz|Qjlte|iS>A_!7Eol2G73-MD}gp4OB5n1V)dAX z>@+cW++`YS8`m-EpuOkiQ^Sd7t1gN{Lw8D4+JT~xWI^-pMr_$RS!ew6eOYtk^G=Z&QW)_xqjmD5S%|UYH6}hHx083JRt<5|ZJ$-& znmESt{z(^jZ;vgLgp6E(Bmpreby(TBQ&o!MUR_F3_2{4N})jlqWt$g&8TV) z{vKWG8=YQ>g3a~jMY^n^)1l<-!}?&s`P-YJ1edv^?IB&^_@Oy@d;1otw+SMwtEV?S z$VD_6$2n=IuZGmie~nU6%qSYN@N6@8^hb%;F~tXADJz6IWZ31LW!=Y0`1zW9S5T|h zKM)&}dHxW>7ZlG$`A8p^;x@CzsA?|T+SoaFjzTOGpc0N)(?*X<(`o4mGC{~6>lJt%W1kkewV)L91} zJzekYOB%@Ac;zvb*1DDBa5%J&I?n_`2PrtX`|)?zi7=^jbJ4w6>k|>6UTB_q;Rs8y z*hJZph73SAux50(Cra`Bc#&hgX3*KOa>V1}N4k>xd9%^vccN=`c%`R9eYQ&mc)?Sz z$s>gU#6}h|k^U)ug2)qPdC@7M03OO5|K6s`F>^yK6{W8RUDf{4#+-H(!=&&Co<Fe&h+|aqV2;OV}`!5-|WQI zn3iS$Rn2~z$(jmLIkJE~ghauY_vYDtO%?L-?Y5Ci_f*+Up2$t_UIH}9c_k|-oOJXZ zg!XzellkJbS>moI4bYHRzIis^235U_>*zKxuJGsWa%mgZKk^`p74sfT&=RR-SB-co zd}P6bj;M4QHl%e*aA5T|6 z8}YH3ittk5o_9uLqQ#2oEZX|H4JfPeJC=ReRG~hn4`3198}ah?TQ?i&a}wt3<78ht ze;5&s)W8W(O({BJeSL1yW31?bedGUA#I7;r(txUNdD#&yF)C)Jb8!oA>)=(6(dbE!gN#{319x8Ab zby7O3`X;JOB!KgE5%d1dt{AZ$q%kpzGVU>Zko=a^4~| zmR&yjeh#`Dy6P4YJaxaVzO+2%O&kCg@VlY&J(^m%25pvSQ;673@btHpkh7~kI+0`o|AXUR) z@6X<|X=;(F5(B^Xyr`T1V^c+P+zCdR_x(X~Y2Ve+faq&$9tWJAM~%n|mwxy{)BE5~ z?7bOjcJT_Ckk_dE7mubz?HslYy=7;f=4KpV^jdx}o-~z>=py%!g+fqaG>kxkr8qRK zRJg5{2rEu|$85ljkoRw}?JbOj8phSC`=Y*;0IdXA0K^u`Q!p^_UTt+ZUnaR%`_%@h zLNV#W)EhgeIzLlTV2|!xFst_W&D%zJP_B&*~{UUJmR zK*!bsIQjT>>xu9+AN-6T%@m*feS5XF*bbW{n$^+YfmKBBzu)5x>K1;zXj1m0KDp9B zHJF_V(b&eG#&hPZA}Haiq+SWeWZKiqCOtmM^zt!!P=DN2TNJBC=(*32H7mdsP}i1qT{pJ zq~$7?X^oAlo-TIhuOa#i_h72`C6$HsF>%s>ED99T(q=w-o{ZV8?|D=eg-(?gV@cgAW%D-uuV0-l9rb{@>=i32BT}JiBZ2*Z zU`}^wnkE`AK`K~_nWlL#AP?d}D8#0n9snjwJjUg-IMfYgp)->m^3uE3#P{k>3x{^L zMWY8N$)q0ft*zSrd%F1>Ub5tIfhU5&{ccJqBPnzw*UD5rF8ect5>Dvsiw&yykpZZt zvH;t6-%0LTTFwQ{m2K$c)nH@`RITia!)BWhJ?cax7OX5!V&4{L-(wsRCnvMfVc+xg zB&=Kh3V9F0$XDCH7G-tpU*QFXLikg(PVi0|04$-j+l*(Kja$9{&inT0OZ7G|+vR(X*f1MovZ5E+gc&FH{<5x8NJ;bZQSL z8n`$s_M0hAMs}3z4G=FhUyy@ zz|ANanN3zw`9k`};PSV~!&h28jde1j{1DT?35*%G2(uI!a~9h?Sa;A6Mj^L>F|O14 zG~$iLFJ>H^pvplClF|OQ6|d41%r_zQ8Qye883?Mi^2aZOf7PMZ>ACqX-teq@!xy zprSJd=_|?#(u)M2(}fkXGLrsb+IK3uz1lXNMh4Fowzp0h$NO(X(Ii*OaT3}44TSUF z$JymSjte;tjDw-QH4M-F$@Fxtzx9)ijR)2*8COp;%UxKGxEi9)IGV_6dkX0?wcn!r%n#5M?Rkox&QR-jG!kd2D4gbe=nUGHsxkV zi~OQSL#w~8Nvei*ua-cL_af?#XXfUKb6&18Eva2v?eIX+UT}?2u;)zI5`QJoCAP$# z?&=rc)JPmw%F_-?0Dz@rjGIa^6;$exT1hfrlo7^;#%;6HZ#W{@%+=&zSY^RP6gn;g zAIM)-bVL_ms-i-jf+3)uqHl^S_`;f9%BGV>23W+WDSEF3qZLFAILriMT>Kb@6Y#7# zK@&sMqEC~G@!=MyZ=4zl^_^rJbr1dOYabn{T2||8c)yz2%gaM#8K8-!lDBT?pMEu| zY3KiEa0u&lS-Z8l2n{4*vZhNwDqE>AMp&J!kI4q3Nkc2l)GZrsD1@RH!$!t}4y>mO z87MG&ZacA5<9_32zpb-A24`ST`V`&X|J&Wm`q9qjsWkvWB7h7qYfI6F#w1X&Bt+gc z%6}mf^eU4(GW6nQ_#h7sD=L_}tvEdE6X%aA;LDU3Yi}s?Y;KGSBBMI~5G|5rE@@uY zS=Z)zthaaqD1LRWc;Ex-xh-2v{`N77v8XC?0+?`fu;v&U*xqs8ukq-#-Sl}L5@H6_ zQ2wH@#P^6LT!oRlvSEOtZGx##@;+U*7V|$#1hqP%^g`@WRQ$xAape#Ti}K6vv}>z- z=^xL@&T9G63{PG%U@X?$Tq=8>f3x?Y02B$pGxLf0ofNoJ2OAeY+TGU-Vc;|<%#m9gu0uMOwqq+=CEN8x}kQcJ(@qhov3(P)c)lWS(|_MS_Y zE8?B~-_}B>mg*Gb!|yD7yz?8dQ6Qweb89x1OO66LF#d|x@EE0$-+bG=OK%T$n<~~0 z7g}eIN%9gB5RkW+_|!qk8i%8#m|0nGcRjywvfQ49N|5{SSUS7I z4dd0Y8NXh1=Vd#6=Ho^x>m;m=%WPe7xSF4LJ@yzN1u`*cgG@<}=Zl=OG9`tLI@Ku2 zuv2?->`q6D&mKKHrg(+M{fXLVJxRitXHIPAm=Mdm0jip$t1j=v4vyrjzk6*7Bmhj#Mk;4!yXvUQf5YKdB8Qs6jbSQ*k==sRqKnqFDW8U+^THt;9-~OLk&Mf8$4zk!}e|=Ynf`)9p;vCKUydo)+qw!YD zwMAD}L_lx)HE4oAgIzu^@UP4V+Cvd!B!m{BI9#jWjJwQy47(qgM_{EdU(DkLFbS_r zNEWy4R+Lu$vN8^`(AkDl(sIo$KL>oiMzk-flNk%IwoLw5R>?A5 zEvoOU3}=SYz4*Q;u?5FRhAm3RbI1N2Szk8!JZ9A_2nvXLYRCKkJ0Dtc7A7#yr&7?* zyjlA^&5BNiEV~rBDL<8$Aj+TK&ix=QVGD+co0eva?Vfq)2}%lqBT2#6_T#Q$Mc4r zxu)^u-x48ChPhes9N+SHvNaS zW6m1coN7&um%$clIuH}|rD|X->pDx&wZX0IAzIP^0ijH)(+?NVn0;B<2M)#pm#_d( zPDReIhW;^$%2^%mh50rGZ>*rcplI(!0kUKR4=Xfjh*~hZkJMs(yG++E2QG1e&u9r= z$Rt$55-24^UQHPlEJd3V-7jb)aozQlK60-^)rCpI<@7Wo!Sy)PHOpx%u-1(IlZTgH zD*JnMH>^84qX-5k`_zdg+rFlK97h+@S`sFWHj%JUc52W*yS9uZDOv1>%95h6Z@@L{ zsiU7>EmaeFTNeBH2KLhY%}%lUB+CF=tCmp&bK@?Tn)*wL32jSn0^1OmD=RB4Ar9~M z6cD3jfK&~a4C*9hZ%F`yg2WiW27r*7J-(hM^70YT2IEjgy%-KZF;EKA5debBv~)SN z#l5&}PMr9^tv6A$_4j*l>0s$r-~bvjR+Ni&JdWoND3a^YUzZ8R1vb+j!>B z$eGD2|9mH8@!g{$;4z}BRyRABX~J>=U5ra>8M9~AiN3XI(a`WGNlY2xJ1iA2PGD8; zGB@J~3&J2|p!9%U}+6Wmb*OC{%%fCAx+&qHIXzA&{$@6P|ln7XA^NtAx z!-!~?#or73R{7PU7o)?;WsEow%mQ~2BG+N~QOVg%G&5bZQWk!v*`8mpH}<3ESd;6D zA!Gr4#G@4r__fi2@V_PpnogGte*>UTqxaD2B9My#NT6WuxLSHX{E)h~Llc0INydiL zqiMjU27%qTpVh5_{K;mLRw@^Eco3Pl(`AAZ&)-FOMK0F$Tm6`4Y(~8}g{6cDeFuMB?lddVfBQOyp*@O+Lw|YDk5+#Zn`0J(>qPwg0!kP3n*5BiuvZ|J2sFb&DbuAy zsoA-(Rh+uq_2m2T_rsRp_p0|3z~~=Qg$AVr>+N$Nbvd*~@_AuHZ?$Tz%BHhl4uH-1 zWDQj)KoS;)CD|-M$a8YHdwCx_p?z49eQG-qB#qh)1c64Vm6-dxqiKz}kFKKuoa zSRcs}B6*?g8UK!}EGJ_=UIA_@Cj57`XG57OSY(PZ???2Vb8mb!Hq1q7I0 z>U1stoyqHwrwU4{jso^AUar}VeKgz|!#)eW1CTG$J7EQNvtf@d3B+)!*R73Da7~xy z9ZDDv&FPPjjvXOy`{fan*b6$>(?A&Blx+Q@I6n~qbC zjMyz6mmp_394k;el=cO|^iV?Vm6uLq7xYutnn@Dnp>^8uHkMHb$Lsm|e;!#g+lxYP zpsr@9o1cjH%NcoA4tUWr^zi~)njfq9_=)&{y8>nqgYITHY zi=x$z8$*4VVWMxZar={W8~(3!HaSIYtyPpGqLM=MY_lnaIC(Y+RVZm5_EifrSvRH> zrW6`b)2kf19*DZmUC-raF1jGPI5$h~&&!fn7BB~o*R@hG zLgad6kBr1%!;6&z&&?Kl$zH=uCh;6~*z zK1N@Myks{;Cg)8)I59Ip3WaT@>&JYoMXYay_;HgkGEB``5YeQK2>hO%={@1c;A{Ib z@NL>gQB(g@Aj=NE@q57sTr)Gc^}T5stkFI5<0_7y$DH|>!T>30eh?F6fW-$6`1fn8 z-GBBuuHh*+J=`rF$IthNf5T6e5tu)6Zw_ z3y+?EJkmi`Zn-D&?)C#764CO4tiG{^vKDxg^X+>^!b1;qJkUg^&0sJtY|8;I*`0V= zv-TAK(LXgU^eY-w)KRDG&l(3I5j9kD^#^J41^?tke@@2hWjsk{e|ct z?u*BuTMaLzsDzoL4`=$V5)5}gJZpkGNsh&Z=*WVJB0w)}U}?%&*6~_+;Nwo!^Nnhj zu^*X}gUL1u6f{5_g)-Z&%h~C%?tfp*orTg@SzypG)9KT|*VQeS7c3mzqx~*Cm}%Fl z2+?fiBlZv>lHTtSL721_WgTAmD}ZRT_Bj~vZ4IZTrAH+u7=KD!ZA`2at~_a^-}-rP zxyhpghiUwaC49zT?MMxL;$oJ~)VgxP`BenZujTvW;o;8~|I%_dd0}{{wLFjGO;Egz zn*4sVt3cM8_Jp;H;2h-j>nOO8JC;27B`hFP{J8j=P1j>baP=qrV}efWrMO=6$=xsZ zX#Hhko(D(eg5rK%e@w0$xOARQ1J~~s0xwB+dHyVoZ~;LdhNu;t~ECslw; zPG1F^MRd5JqWTJ95!_frWa+Wr7DRr&8#rCM6W^=P9GV;r3Qlt)Ji| z2MbM(KRUNG75aDiJT4b+{Ij~AcO;OjMAD+1j1fF|)o_R^1#_F})=o#_#+u~w^Y6I% z$<8k5qq4?&lVXjdsK8gKuA*v5>}i)3n^p(aM>`x|Y(=yxz2LyJ#xS*{sd3y)vg28n zhQzZ+pFaW7ih8+t==?=!0IhbdjDXwN28qYojEVD9cKzpz=dovr=c>=gXr74qHeLuo zBwTuD_1*Ze@Wy4(6rYw&3%O2>`+Qn39fO8?S>Ytlc9W=;f3N#;H;}wex6dzEeM#>G z3j>E(Pi9w{^ivc0(R|QQTGYT5WzL&^rxv%Z`4O(bna(zD?doj|R5b;KX7Q`;>5tMU zA>0;5F0Vb9OfG_*7nZx)nq10*-;^G)r{lO~VW58wTK8dJJi4PDWIcJ9(Ei_D@1^xo zT&?IJKnKDH2H-^|+Isp(k)HcACWoVqe7@RHl>N|M0K7Eha7K!7K;=8;xs%+zuG&4q*W{`VL$eOD3 z?VGr!fBVC%U&eh7pSAdBoogEg4MIf#L*1#q72PdtXpw&Xz)67SUk6Mfh(X~Ei;H)< z5HJB?t{8zZ=IipPft8LhYtPyEM@uw}-2BKQk)MEZ4 z?5V%n&_s8$#h`H{9-)r58(jcCtev8C za7yF)zN`G6WN$ax4O5y^0YVp&nY3eRk0eEDo-d&w;;#r#ahOxKFNTbA|PDK(H1)J7{}nV0}z z@}QRWi>ybJc{dnXepnT9BhOh==eFG^Hu#ej0fXO(@X;eTfYooHCUDbT7M0~3m4>Ct zLl zP{kJZ0FWjTlLD$B#Ango;PLzY`CxsEj?Y%?j$q(#?b2!fG6#2@L1&SgFK*izZyy}k z$iwuUoaUeZeQn-Fh z{hBJWrpU@O?6~=BPqO|vC%QM0mzA5T9bMlXVR>c@=1V-)6z+V~BnQv1e^s{4mCIha zAWQ_z9{HV*W^OheHg1&3CN8ZX8n@R6S`;_d7nYRhf>wJ*&$l{yp^fd4aE8L9u$CL; zD%xUJfTR>y9UydeeG|9uzP2M{RIH(EK(19<=u`@n&p-tPompCaD?bM|pd(X-bAphf zujAr+euPHGN_@wSUx<;baXoS0oJBu3IAjRjSH1D?m8~@ITz1_a8h_E8CHgkq&`>*V z99C4bF=L>@0Z}IN@qtA41H|KDiLDRnjWgJh=)ToT=@xAEFB-(_VPV(bxm(4Ck$czN zL1k}RM5_>ZcVG3EBxSB85`F-cE_xp^psBWJQB?+Yug& z#oiRZbCb9qo>kpIUXXK*zI-=6ZT6=f>ldi?ONUb)1-9#2;Yx^-0D|K(<;ZNY>uG5rhf79(a0s8oZ@>D-!thFC25v*!Orfu{W|}E_zES zWhRm`@ImIUcN1K}M;Ze;2?hWcwubktQl?^rumnZ75n@HEQZGn6mH8boyyl?8CscaT zvZY{_#3w+|TcyA!$1ig@^QJ?IKE`qw0@1;&%HHKQn3>5=t^b1n+EW@|BEul1bV=Mb z{+q#61?`c6bh*OUR7J09eCOw8Y2Jsd<5rFQt-+FsTxg9+UN#;cFxX}LZB)LiKmz@s ztYRgqU4Y-t($lq1Bc^7-1%KiiHlV70XU<8AMG~$5m34>UOTQ~6DT%gA*$aY%?4Mz5 zuZlrcR^7gb)t5Gu(wUO32cG?z-cdc3@SAn=Bw}S?wCTpMG2wrTOKG3Ppu@upsz@=% zLV;ic==c^6u02ZKPEXc)p*V(qkJrXsw-qm!RpQom%Z>1p6V2V#tja5a;P57S1`Q0k zpcJ+gg|;wQH}a94=DIWLEluA;?DQyBD<{~jyeuY;i5mp?)#sw-OxSMtFv)`49cNQI zvtLs+F?%pG(-592v%XI-mCEahh%+@E-TiHJVW%DhS4gT=0g%eMkbc(IIiv~DT3h=p zj9#+$j#>5FlD9fW(458c^bm@xA4Ogu&~+Pt^oQ~9yvjrJ@edD;=r#P(&y7iqW!4qN zz8`X!D6HWyq_Q<2_1sOMw|lcLXRP#Gz14%opx9~W-kp8I&#F#m#MI9K80FoVh0nCf zpTL0Y0h*_~r>(gr55!O8vJ?PmubK64#ts)KFj0#j&!0-HCO^g8IGiT}703-we$+nv z5jyz%bozYx{I}~lucJduMeLUw!4PF2B0OVH|{ebIXG5W*1iPIGU(LPK$y z@B=NG=={oigPn@kgYlP?$~qll`@Etbf+R1Gb8cv8=BV%awTR?Vkr`~i)mbFdT_|b( z1cMU!+Z@kN7TQ-jOhsc8I|Rm@i)G?++T}wrj1YpJ53r>V z0B>}~#UE$=qm#@*sHcMK3fEjCF-Br64w^oFrq?)c|6d`}bn*8(Msxl+! z*UaR>{XZkMTJS_5>WrN<)A)5%W!Y#?5?;N|dlm-8BnM|X&r`28rYN4c$aj&^gKCZNcSo`qU{T4f zu6~YxzI*00d}@>+1)6TZqJ`kI$}-UXTlNgEKJ>|jTG)2#rWK_~OA6rMZKnRz5x?I~ z{$XO$Ccfyeb+N`W*b;pOD7j)H2LRzXf-N_k#=$C{P9A9>Kwn?fhFz9vPzcAzjaaEd zA=@U#c@G_i1*CdU)qFKIIJ%$Mp9=1aMp`L4X(^q<^7ZbwUX$Nl#()7klhM8>tDj5- z&I#kzqi`Bq!fgeJ(})4p?Ej%pz@%&wCU;^sLgy}$o4DUKZ(6Z%iS9E|6Kq= z*3V)DASucUAbN3Wj@NDP9M8>M-{jL$#4vF`A!=Hui2#7m?jW0PTl4#672l?*C@f4` z2!xid_-dUx?@YQ^qNd}26&5+HT2FKF57&MOCU8!bAUla05{XOG^}L6Bx)I1t`Ijz( zK?Fla|8hlK&d%s|ni;AUjS+5E@Qap?0?%}`S-Kb`r8oA7`}}VY8c%IoMVmgleW(8# zi*V&Q=_(E;?9_5wZ9pCn;HXkwp7{|7lp^R?Z$J%@#0oJBCBQ>XCPfn;APv7)h@>f>tTSSsbNj3r3y&z9q4uJ45Ec6#&+~HTZj=& zTS~~^TJ1AZ?mY+ow`^^W9j)=PT&uFOUuO;t5dmAFxDp2Xfh8Z|l4e3G_{54kheFeJ zfr{a0$Oa47-=z!GAanxR-qwry5~gV{Q&-^q&%q|WoJ)D%xGqP)9-Vjxg-MsyzQRqDyU_Kp6{Nj_ydh%_>T z#;?}t(@cbCRyxpjmdL}Vg$v+Rm0eH_bsW} zPR9QJNMf&3c{afDi*8$yCXotzXHOfr--i;rDh)a1D3e z=*e4-9#A36S82>|o`+M99o2cHp*=Pz@p(Um?xj=x*Uv{132teix0`Jnje0q_&lgh< zH2=Ka+(cCx@sJoCl?exx%JBv>vyJ@kXBIbgWEa>IGzM&}tW@aNQ4^5x&8rQ&&Zh=x zZhia#8T{#^iCZhLEgW@LGEAIn?)OWF*L-Kx4GNFki4y~8Zpg>E!KR{lrq??mbV6T9 zi3S;rC`AVjY=eLXV}y5XaYQlTAUY;6zfvpy;M|(t>DId(`-RoQmb-DT`_(q70t@-a zj;Q$OKLHNk)sBfoL7|@rajC`Buk~o-6x2kiCq~QqQ8~Qs=|&RGUGd&idKb#RWTbd& zo%)?w+!oZdk84$8pb?>PV?r!L*9c-x=PHEo6wyKSHlHHw?B1}wM5;M7KMa7D#M`?u ziTd2KkoI11j1GNE=)d)53L}%_(Vo#L0d>MRS!1f4#%+Pmrlf=Ot@9U`LW+&^Da-Ap z7Q6QLt5qv-?wBBM7~Ut~)R!4LItU)AKu7TN)S!;Gc3j8pI-)=1m8~xiG|oA(36mQJ z$d5|i-5Pwlw!iEU_eM2Al9eP>=~**e-S8}e1%Z{dwF|)vHmC6bxWHO2MOYjjG6YOq zz>?-<+%pNYybpo(s_amTM_XEWW3TQ*L_4c`?mCN6%F54>h0mSqAH z#%Mw^`v%6_A$Pobh7yN`5!?YvVV7sx zNNU{vgX-y+|#X`Ox1ujD*$;J>(1CcbwBCh`yGn1L4&f3P&c5k1AjrtEVhET@i zROwwB#JsNhme#Y-e@jx#bA({Ai0nI5_dW&CPJw!0CXDAGNnkEJhLmp0%Bqc*`VmZ* zDV~mPs$GKrrJIE^nF5i4bo2^X)fr0xU7m+0Ms;7GTLN>$-9+Ac&O3W%7r4Od_79R& z3Vz4D>I?!Q)kfWV6g2OliZ5U9hzN;>_G<)u-y3o{V^IoKcpWQ<6)WXs+jQeCW+(lo zfR4T{wF5I6n{6wxTT-5Rzrz1LOEklWE_7s+u&;JU{>^I=T2-ofq8itflEckh4@}eL zS5c%9esz08Q4hCyMfrwvbXz8#vS1#E-$J$mS)!t%O?v({+V(A?YXMynqzd|53w+1yI0~8Orqmza3iNU)jLaR&KYt7dDu-eZ) zV4%D!=K3gQ8|qYh7h>o1SZgaI47H#7IhW@xmSlOKn-(l(eU1RYjf9bck22L+Ns<15ulAPO2$h^duo$)L7dvqg3;@y)dHOOI%i4?O&-xbo z3Ti)=>3Y96m>$E18P%{N#kNKEc@uBuFP-tl3u=7oKz0++5~rq;^JP}x82!@3BL#MH zaC+PNoIhvRqF439g!HhFG?^47sNYPnjoL2R#vEQ(pdbb2rXXg@=lM*WSo8CjW>fop z;g7|}Er_&&^iX%`k6&By62jj97Ehly1&ht_H2rau#2deC1(Frv;um6bSp)EaJR<8W zp;c6ZuvAm%pa>QNj{2dEwdm3k$DK^%n_37hfHw$|sKYTj%Gv^mqCPp1yonM*X@zg>vwCP0H&NGoXKO1362@WnokH|ejjWQw^>3)ef4f1Z!RmaY|;2;n7{ z&-vsAUAU%9d^)M#zfR$?sA8j%o0<7Vbiwx)8W+`syC2Jw1i->~b2EQdt%#i)qAE*5 zOP6zy@}IPzHTl{^Yqw~6Yh>kp5qV>L14h@dCku`WSariq zrhmasUGcLF6}zZ-*lwiIHKP_I`?vmo-5;0aYa~dqUWxDkBxPkWK+1(x%h?}Owvx7( z6bqY9ZXY^NO9zfO-0c&%){Aj?&#pLwP*do53S;*@+Ml<&o^NF?FP%H@BM#foVwp_c zw(q_XFCc|p&HAXTMF!Nj?0K|vQUJSU53R(OYe?AVo_YscJM<@cYN?*<;d%IS8k{;f zRE5$=5i$)8@2aZp7pbeIhmcv+IMPg9>S_pX5D7LF@r-B;lPr~Lz-W<7TmA^aq^D0W zd7N5JKonyvOp`BmmA~3F^}v(rJ4#IoD$_P0rv#YM5af0z)Any~Cw58qo@d;)Yx}gP zSykY=)NlUMyj}9+$D=V#sp4yDL1LZv|dy8I<{G zXooc+5_NlX^K|v&;quaLFrH>&)xq^7cPlWeekGuBr+yR;yV0f$e+f}@=3nJz;E|M6 zq;z&hotQ7(O^Z~W&(WKC&yNQx#qAENEBa(=b<^jvQ})SI(5L?3`qexpKA2P;)(F$q zed{WO^S2}_D1o1`$|}Wux<>v!_1r?hKt%N;U6cVmf#}cD-HioSAd%f-9GIu5|+YVTEDp*tMx;{Fa&%rpcs>u$l;#)-#u1pqV?`#G(JX+ZVD+d^**0`LLezA0wAR`Oib;SV z9hTa85k+t+osy*x9kOwWkc93-jK3ZQA^iX;9bxnDwMJw~pi0wShypU@;Car9=Xkbw zM{TWIxt8XpYNy=JojmmV2U7~H&jqHCt0UPLMd%`+PI~)Su1Y;a9rp5mQ51Qn?+G%UC+FQ&>ek?h-TJ1}K1##1{Yve-N1dqqg z%?%HXFBlQ)E4_a%o7U``o;bBoT*;`wOxz*Ox7gXmxp)mW}p%>lP`=8;mt zdmqV7cWom7(#FIy=EKjpNuCol#+hs+Gh>)tcMn0y5_>~0<6_qgu|@iIdc4&#)+-Cs z4O|b8n-dAIyI-5V0|7D=h+}X*eFkbjK(CGx1@-E)H0HWP6UBJ7DTwS)W_$J>liGi#D(2k5Ke#!~jXdIe2*BD6JHRDv!O(i5erX<7-S3 zBYJZ7pn7N3POhChjM_2QdOZTs_jbzDPDfD!m_MQ4HTsD|Kpfqa_FJ!PfO1H%V>P!f2YhKJB!ETM7dos_Wl6UN z#e%P)vSgByNK%UasicyLIqK%|1jJSkvJN!^(+`*D(=_kQqEZNMefUX*900NjWGSwz z2eXZbL>EeegYkccvV|!6r72tK-$<@T$JHVJ>FC)P3Rg;>;hEM_htXu_(+N1z^A0aqxLo$b|h)K3MigC_8x2 zjk;tHv2^y3kLgyy$1L6_e_@z{2kC7OA1n{1b5e=>c?ARr9G_bY=-xx=2H)ZIIqbj# zC*B@;c+St?8Mt2kLseH<9k)^b^!xaD_0TKZGF+9uaUz?aJ^z+KZm_(Tz7Tr=wssBFh>C_m#FpnEg zz0SOJ$!li2`l@m1ujzfs;N-@lE< znM&DdpLzfc(SQ_E6K*y~JPfd(7~%uoBu4CBzH9P&P=p6Bk%9)aywPN0K{1X-(Hv7# z>C2l`GRb16BV>pqh}@*%&E3{kjy=_ywq^(pFT4G5n91>S!}#Qe^GXlb;xMU#c^zu? zlwIu-meliMe~~q@RkTuUoIYU%|N93^mSpPFA|R`5u%GJxi0!V;bq4dXsK<1kl7&Nw zl|`?!Ur$x~o`oz7JEUk3e1OX3qQ(jDf$K_cOKmOBhxRr5GpM8!Sn>(}Ly zT;vcC9$p)V16&cmig(KQ24jX}7M;_H>OdBZpTiw@+>S%A`5*#j7@0{|OeG%J+ZZcu@Sl~cg((Z>&LXP>|lD_Ykj6$HK^u0FlM zv|aY9WEKzW-Puig^{R2j!Z4vRbtqv0isnL!JjJBW452ciVmUC*Jff3g-~|uX7l%6v z?>34J#@898pNlA^TJ=C|!aQI7fL5$5=)1^_4d?=-fDv_%ZB%#LTqn7Yj~gV&A}Al0 z-pzDW4Mcwe3HQs;rmmY9&Dn`XHh zLEXUS`?JlW(hAkAhxd527jT}W%#LMhVJl%5A&jU-Tr;c?FD2GScn&%`5}x`Y1ITY4 z&86p-k)RubM2nojGwL7<14R)6zy-xm00mePGgNkrNfH0&Md~5QjcKVRggRwZQ(p2# zoK06I%K-l^>UsLY)jZ|}J|oQP5}ZYZJH21U0CWLJb!yd=5-x@QTl3@BhwmbFzA>v7 z?4c*=bEH^V)3H~sj8}K5y@eQLsf%eL6SmkMX+FB-(}+XbmA8Za5xw&xDfIj zHc~>R09DDGCZwoH4eDPtE{9S~iYzWqWy2Jb%B?ao6n)mHi*;U2PSMSjl zZVAoT$cM=ZJ*qnBi6VnsMU-TNLf~U6dqwf$!oD|0OMIm^N$_o|eoC$?uPOx&K6m=T zEb&I(K=4YeRyqc)AV?yWlCh|79yxZix1l4p09{DMsWS|_W zX5>-90IN*VEXUCJ{qSKvdSJmWD7o(B-WoE9``o8Imu#y5T8e3Q;H8q@9US|SI<{_S zKrX~cOpC|BFEF7$=_64HT3V?-{q?QxsZIflw4gflSlz!OPvK`KFG)y--}|wa$hHO%lo8wA1N3 zu9#xhqN&tS4oP5?WJatysxvQkF)w=d0sqI)KIeK<(7% zh)ecWLqXGKWz{&H3nkwQof*eWi|9+BZ57cSenSG)G64gy_utv@7Q2qPzMgJIPG<94 zwzZLq6REfwwm@i-O3LVP8MmPC_VvQb!s&@Yhqjonos$)@AucAWfjH%B4%sF>xxuiI zaw9_Ysz0b7E9K=f@57g3oV_kD-%~zsFjZbm~c`_3CTXr73&x#UEWYi`@x6*JJd32io36(>}XxDX=a*WYY6b*-d6ot$z0!k?& z;xsDqx%EDpycf&M9mhp9S{tpkh$y8jFDD|$aU919EI_vD_72*J^jwlf9`qt$1lg%IO*)1+JSS51(Ay7x#Oqi7Z>WQPj_zJEFC>w zT3SLNcj=HEJ07pD>fwL@6@X#{AVL9VBP2vIl3y;V6DP`N&!|#qxcX#p^LDY@_q0|b z0K}NK(g9EzKp<_58uWYHn=8Nl&Fs6s*jsxN_xlx{;Dij-vWLtBB`pD)^IQcAR^aVz7WxKMBg?RG5f7;Gmed4 z5QJGNVkWJVBvB&b`+gKfBid~zQtjiXqL=hVO*~6xIc4wT9pw>nk|f3$V~po{rBcat zUHfQp5(A=goJs!~!|Z^db(ep^qFzRvON2oZZECgJwd*%do;-PYd69^~7Bu-Ll;aE6 z&*ZN$JIH|rNr=3ex#ibi+h2Ryx_Nu$^*4)ibLhC`dF{YNAyoL&T{r_gutKp_SaLi&^EuVUwfvFNvBkq zZP}3a@)6N>U9B|$*haf;+ec9pMv>7**>op6LZ>K>UnnZR^~O&Y z=jS{Z4-WI?$T8WS8oMEn!pbMoNsub#nb%$`UAY`@Y}G&eta|!HVR6x$nVvays=0J1 zt~b0S0+B4qB$byMgs@PM)2F8{zV214al74n@SxaimE(k1GBJJH0kl?hEKDNhFp75T zgJ;i{-+O2A*YE9Z?sURDxRb4J)9M})3}q7BPZ@TUj0ra0titYudY42 ze&gn&$4~mbzO}j#Py%Z5bj}p#Fw(<}8rW9uVm;RZz!+_eVKG|kI8LlEMmdh>x*}PR zU(!q^>o}SH!cy~zXl6)LR_!2O8s}t;>$-(P!9H)2B#0OUfzie~sNFOgy8VR;zdW{`|!^XD+@O{-sR#fmYp;U{Yi%&)EU1(!7K>IMllJqO zec$(epM^;&z|7(!i;-gHQGxMd>5{$-o9If)XcNWp^&2-XUVMFNalvsMM94Rw9ACuR zt$%{x$Yw<*5=}t_#hIF3ICCzzaxL86Xda|xak+5#Q1Rl0`lp{H!+~c60EAEs zAR&_^u9CUA#h<+4E-Xr{lg*v@*_KLlI$(_ih$MEx6a|og1(AUT3=R6x-N(WDX6f+C z(!0No>&<4TMeD=qNF1i@I0YQPWZ=88LB_N&mQfKrnmW&suMQQB9%ij)PERmNwJ}1B>Eg-E6TfrheUy7Dz&4h``cWYv zh+$zsVE`aCl!69~!?3g7-SgvrzIgPtg_(*&BVT8;*(5(McEvzCR57(6EeBN|iz) zavYV0q!NID(K^zaSv=2!Y%o+tfiqd0sjitM;5X8Ej`y5NDZ2z_bwpGHjq0;EH-%+l-kKKS5+^JmYTIdf{18JB;Sa(shD z2ZBgWxm-PQ!d+a@wOa4`jp(<(acAbJTCTovp>*-0UvCz)?+Dupk^wYeSSUD0R=h*Y z;5t#QF?jsc?R1DuW>@pvnJ)k!*0KVj7{}qp=Kj@drE_P>M~*E2{&&N6y&nyo-MvbX zIChd&B&|7Y3=9ILFLzAh1=x@Z3Z=sG5`&ml+lvxlu@)H!BW(|+(Ni#Sv31~hwks=p zY{}PAj_-A)ZdXcLpljjnu77Q(^)#feDuE!0HE$xjvS4IyK1xsk`OcHqRH#1QYJ??= zEVq_YKu(BGjlH1>+B={WunW{rpWW(c-DK(m67fRoIIx{9TQ4;0IiF>}o zJSPr0C=n3>-}j%cu3x)x^X|QSTIP{nUf@DHm>Ueq@8SGU=~CmBG+*y6!0l^S4z3AYvYr$ zY$!I&w#qO@vuHq3N(q40hDeZ*kN_oByNg%{FNR46uZdPls?H&;4G|(JW_h~0`tc{9 zEG{g}&P?ZQBgYqa;Oxg|bVMHzRHf!CG&hTfm)-jhoSnVewQGgr$Gk(!)l;Vrz4x2? z{U?Q;ok|osVuYDVF}h)?Qay2uszne9`@LX$s}csT4N|gR6gbLhP1UkUWIKRGF;ksJ z`__%_#n%e6)5R0VR{q<6Yq0b__zP_9l%vRDLz1N<0~!Jnu%W6ZO*;lb6qKQ>!sWwL z%PV2GC(TwNi3!=t@PUC+nGB7lKm^7mz9lzVvMNpH%i24xk!USnSvkI63*MfCcFA`F z{pouB#(vzUnV1~wHY}rH##wKWJ6CRAm|L7 zVj?p^YY^X9{V%T{``MAXnSzTG+Cdqa@!%+H*`_v8-g(c7dyW^lduIFsnaahgP1ta+ z*Sm4^){UFDcK2%5EioJ4Oe2X9Z5|Ay6QnH69LG@@hH)Gxi5{K1nfL@V`eJJYd;Y^n z^kSRmmf0J_aU3Hij^ntFZK69?u%1cMzjR-j5UC5Z06>zMFpL034{mglkWxZIM1Y`_ zvN23w@|an6^Z0pDfLS<-lk3;7zw^sqRHrHqVXkq{@#Wl|zTyMsOjV0VS9Hm9n(e`@ zd-2bI>CG=X)##T>`U&d$zfpMHMl-u)m9 zlSGrUQ=w_4ozd{LKo;O6PQoyXq9BT5%YY~6K5;bNnf;6}=t?rduO<2l5t+pp&CE)< zm148k5b+iGZ1jFm1{cF*6$@%%q4Ag_+VVhcUCL#el=gnkBaBcJ97(#Q>Ui>;aAP| zr_pfW8SQY|@v_qxR)E5O2)$l0NyxHf{3^EwTc0a7)pomg zQ~(h;GiedP;b8dS!K2SUyZUT>!x+PWfFyuOcH|^w#0V(B#+W3I<0KBlD2gIxCL%;4 zo4b_$2e$q8h1=AZE=3|DLLwwmp6hv@XQ}pAYtXaDv{6y%SK>Ghf}wSlK}d&CtjkE3-d+E4Y0ps5iVgAu%L?z@%fp)#OmCG6HKyM=omw0w56nvTOEH@kt;> z9qZk_;rk!%iF@eZyz;p-#S7;TPnTqFrunB2qDN1v9lxlxD-oa;AZ4dq0RbHbG>D<= znuSI0)G@!?=FRP56sc6GjsU5VeEJ1}(a}pHoT&jQbIuTvDDqpiX0cqEo|_xREab@X z{X18!fE%C}>ub+ypV#~bPDNN?K(fxPM1rG`vLA2(!=qGj1|>)g?w&(>FmNB$D_-%f zqw`Y*H8GEq-sO#hr_#NHzhrh*5BFQ5R3nE}yW zc7ur3vMEHZbr1xD!61qvW7u(&<2WK9Vyr}UM6y#~E0Gs-RbOP@8LfK+}*EfQ$ z?;76&Au(PQ1Y6r?7|?-@tKK>?>nVaP0)4zWOkCUn?PnlrWPuilhnY zs*DclFQ(cP6kJB`F^H;Mt`rMJt+g@6aU6S!zsTC*1$J#kHBl4|hr=j}Mzd}RglURX z+LE`eciWG*gS7{4>Sc1e@IVBlq}@jnkyg8X^VaQ)Ke;$RHTd5Q?UsA&sJN7P#YDLU z)+48iFL|0VX9gn(9!a zPAQ7eusvHz1VA%6$@En9=rQewy@wCx0^egJVkg)IM`2UrMT6<}UOH7X63>Yq47P9I zdh+?FOQ+8)E-gE*2NOXM`GU&vy<5&KQtJ*ct?oS-!cY}Vs-9s6VIph0_QPiGih+Tc zfC*7RaXNL%f)RQ(XZl*FQ+cpibnx8rjO$Q3yDyy0tWMrWUhWnP z(&>BM9cf4i8g%SM6=!a2_#I9}eN|wX>~paV zgL42Fgi#Vw4Jd!!3M)@*Uco&vU-k~TZ5^<4%Rgf|anCWiBCM<(6K$TZt$lv&nvfy~ z$x)6|5CLWYWw{kB(1i=j|MD-}jYjXr&6z>ZGwk(x``2$yzy7A<6>(-ZbiHaADjeIqzHIfUcVez^ zIZB+pdf)$SztN0$b`SmY@5|>;7gvrf&n!%zK0mzhX7ARG*26onyICFhmBav0SebH< z93_z8`t_+^*EJeI00}emnsoNvCOP4FM=(fMI)@07B>u+w#>XEGYV|k&(8d5 zP)TaaoC@Kyh&CBl2?8iAWZl~l5e$d*y^T*k+P{DQ=vzNM{Kik5e7rly_kJDYKm|z{tT_^jC=k*{`GMNr?e+(atzCa@ZQ;FlXI?w!%*>X~ zoji7UE_~zl-jlWN+Ul@Yt5mA4>vo^4P6fWlR@6>-u-k8s-HB}i3A0f(!@Aq4U%s++ z?Rs%)>f|qeUOuz}`3+T$?_1mJx$cY>*c`?;>b*VVM5+LQ)?PR(WGTxE{o#La0E9B{ zIshaa+J;ufPJ#%i`c!(@3qN{VUz)C-nX44-Y}|N2b<`=#krVeE+0tU>R;&H+!NcLu zM<7Lnu0k|Pl7N8YDnK;GL~(44Mg+%EI?=3wJQsls^C&p!uj)+zGaGFHuvjdX%jH6$ zFw($G`lgTcFqRV|kzr$Z%`gbUD2n4a(VFbkDF`C4F|lFSa|ua=A?*l0XIl@L>Ef+_ z4#7B!m6;9On@>?`;42)=nIMHA%t(rL(&@Hu-@g6UTW{H>doGp9@y(7o0w|YwX4<$! z$i+AsZr57(9~6!sb^C+v-TVF5-KCL%;nO~ZgDsWA3YdeJYQUx$HOae zz3G{lnDOhm9^0xJMJUZKM-r*TvDPxI(cRx z`1NvaFW%Z7{^b*@)x5-@%}p5<3&>(w3Zi6+06`QG5QD(TXnenZ?dry#KN3G)`RzZ> zo_h^E59li`=yT-wu9e$3sTV~6@C{$vXg%n02a6h&LNv@kV6)6nP(X?Gl#w4eBhBQb z=?1`AiXjNua3ust$Z2xrTBEo8XuJBx@uO2Ed!J7r`Bsn<_Z(lmvXVrvt*>uvY#Pl- zWX$cN001BWNkl;5HcFpMhHNmF&sxBvmqiPvI(hT7!{>)D)3F!de(dfML-xG z$0-(zrBccI#_(9*lEx?5=N-x1nOP8$BoTl(ihBLN)|xV6jf4&;05HtPm_%zwIcjt% znR1A6JwNKTYn?c*i&h1M2na+D3L9hC7!W2R8}dw6F`r3w(=k=$_+fne&b?Z_apJ^r z%%w6pzUe84Af+NsPa9V;iK}(7){NFRrca%iCh9$TynpZB%*mtE7cQVs+bs^>|C3YO zh3#kUn^#wU_fHEydwaOL=Eb_ij9-uwJ~{}qG($l_1~7mipcn{%2n2u&tZCRQZAX5y zJ$SMn-MT;Z)3@e+@w4KI6KZP8oB#jWd(-ARt|Uv)-ETy^4J!fe`zDDgrKH@ta=OQ6 zvZ{N!(t6D1OaI3y8?)~IG-Wkil~qb9wWKJfB$DF3iU6^14{wX*UibOnH{!(uL5i%B zC<+YEG>Qc9wm{r_kGmf~XL2$MRv*pv9zLjVZ-)+0NVTa*5YX$!2%<%@XgHr=0l)Z| zlcam&oB2Qdq4Vwh{`cNL`2MfL>1maFs?O>veiB*s=<*Uh2~#KcSK41c-db`|Vj`zf z%7_Atz$A)U$y*!f{FL~*H0DJm(r@ORP( zOY>XDChC)C4^Px<>cx_4TOd?>LIvDkn~g;PNOpkb9b=&aODn5au3l?*y1tR67!)Bi zK_*t19cM|L#)B9HkO+}X5Qw$bIRjAgNs*@^^nw8|Ljf#A1n1aVXUNp+buF}Wt|&Pa zR?mSu0HkSZtqsG_IR`{6j6{M!#u!z3A&<(vVVfZ`L6W8-7NaPalkwu0S_&L;aS7Qm zh$s{%ME08|8e`apBLX5|F7^}ksWt+FNS0-OarMt%Tsn04P(6yuqIgm=p|7Hfrz~0> zvM`7OA_k;3=nWpvV`qCjtaUdw+FyOqf9H+X`SX((-mC@TW44`t`2%imCAV&GpMPWW z!iDzHF9!W2a(xmO?a)i^BdmJLKmewYd_hD&@-Hn?H1QE20twPA%sPWO>94JB-nrGi za;5d&dlT=!TR(o-ZEUo^z6|q^n{i@85VZV0e~^aTI-mRIoC(u{WYH`H~S@Pt+Uo5kO?CZiQ~9joThv# zRPnM_#6=`Y5 z$S?rN7y!*Hm{~wmnB1G)6MF!VOgB!xxb)S(|LtELKXwGG>R}ZxzHaq^CjbzMoZVhp z>OY!qV9{9T89T@+4(|0^`Mdc zWE2>nm!uUzi(#8u*Eibd=GP8QwWgbqu;j$m>ZYrJ`)h{Xhf`vrr(#J2on`*geX`jwW)+l;fwS%uT-HCs_shtUxq zL{!OkMeW76YPDJr1YsBwk!43jERv?Fb512_M)h<>2l;~_u-0;(V8D>pBc*qR#*ni< zvtbc>;!>Kx5M$8_Ks1mGy<CwnY&I{vapb@L*Tt#n)z3d4Jb1Kn`O4(Evz>?c zd)@7DGl>8M10f_-NhK2hw5rhvGOU5^n(U)i$_OQN95C0jtkoS19xr8=zex>^ZEdv% zu@TT@7Z4GQj)9|hTb8UIjUU)=Y7H+dBf|ae>X(<=AN|R$Zj4`e+-cMl|BA|#Ud1m(=K|q8lpEVT`Yn?F#dvKKeD}snbhDC+y zb~-2(g7L#4S!T@~3aJ`>hsFd+lH9&?=U2aYe|C0;s@8uM|C*E=^|(TjXb{8NYIfiN z*1|@d#NXW5{_?B(p(EkpLsY9xzx}oeBMzh0OJ6>^dF%Y415@w3+g{zwdT|(Mq69b* zBw!$=t*K=r`?ZeG#wiGb3`{~O$S!nT%WOIrFhC$2u+x&7c!3&{Vz^X90J&bDJboy3K75r!cmBH?hZv^1f=E1)R#j-7G>J2>ne=OM{0KA zeUga?5VI^(!S%w(set$ZV2m-wh_HZ=*{$N2PY6&RO2+rkS=ylEIC=bdVPR>Bnae!@ ztm^JndvjN`YT@{~GpB$5x2OM) zzj2de59S`p%)$CQ?+<1V4#J2Pc|#$<1|;GW0usUJgvp|FbjsfeKx)o4oCHoetTGgg z5d=m-77`(3G`7)foj69V8UO-Ay0W(M@h92UYnUYyZ@)SH>t6@^_G|MBP}oy?D(qgx zE1Xh8&It2tbpZqh*ytxWmfLfE=$odckV`ozNxn|}OgQF@H4)(^@|nrt?PL39CmQ4l z^onQsHArLi3JMT1nAkLyx&HOS=EIFn%ELsdsvw1)oKMnsKxa%m{w)RFbn~Jh4bWC%j(1WdKu^kK~SsJ8;wS-76m5I zV!Te|6+fd11bJuH5o;uUhWvw|wKhqUf&;SyizC8NztO*KQIK7zYUHFK&?!|?vWq78 zPh>mgq@s-7^*KuuH(;GxUR`_m@KKVa6=bjC#g?l805GayxS(*zELlS1V{~xVMy8p> zc=Pt!2On%-yUuX}$fj8vKX>}r@Bibu|LebGlM~A}tNrX}^4@!!Q&VwhSnGEJBoGK2 zVe~+ozMGMPASeQgs7b&u8UZ8$WHC&ntRC-TuKZm_U;$(ZtcmQ{n3qzigg9B~c`33a}zlq4p|XZQw4x#O|r5D2$K@KV09swbtE`n#CID ztWp9nrBsylD98m15FtQ0SU0~pHgSHY7W#g7&i;ni;@A)sk`)FJhhdkRx3;p&3!ClK zN>R(G4$!?A6;`xX4kLZcsMs_OyF2aAV&36a=7dZ-nCjJ(oB++T|8vPj27Lq zEX%Si2#hgCOZ8>En-}0Q43(fB8WUiS%Mpg`oictI@?5o=u8LY(JS1Xa63o&x%Q7kD z2T%LF0APqPC%Y?Q25{ufY64-5vCOK={)}f65hOx?5vZUHsZ1oZwA-%c6LB` z@U$6V7G`E)=QuDX2uzY?_wGM@_;7Cj%nT9jBKuoK6}uImlz~nHh9O`8pva*aWXLpm z{M6>5Bk}6mc$$naEpB}B>B4yH$bb6J_0y-Z(L^#)YvS;mZ_lQ2Kt_%o>-PtngI?#( z9qRTXumZxui~vaJxh*epOZr+Nqc{K-G*VcZtL!8SiJ*Wm0iq4aHf!U@j#8r`0?EqC z=EaNl%9UD@^0BiMzx++(Np{a8mv}5@hV?|HFPJ(%x{j59j=GB#&8X;EG>U%UQs?76kIxHd($La06_m`GeR6f?2K+EljSiX`XibtIi)|I@%%mrbl z0Pe<^AP5l1S(jxF1P}~6Q1KNIAToi8!Z6ZW`;#p5-QTTN{&D0h%7(Y>21#tKB~;Z& z#OLsCRdS1R@JndEpur#j5)m1~A-ixVYA;AT`U&*?5TP-?gz1>k7{|P{y!`p4OZ_;3 z3bR-7+}U+;rw|AUun4hGoC{Z;O$3crG&OzvZ~l7U?|+}1IooZvEE;422n2&%URhr3G!!5fpti~&(s}JF1<=S9teIAgbA2{1I`ZA@Ha=t-`N)# z>$dwg(^Ch%H5xD>O9{U3%?lbhAl5D*1F|5bRBKE9>fGAGW;bK;SGkG`xW7I?VDz5| z2%B4*4<0-i#3=wF(J12eo}tCx%K#foyz^ov)ytd{MNwo-00P!JUzitQ$087zAc~^E z1XO07f9HEgPj&bIAOr-*Y@O{7262)UU|mV-Pd;-lfa(7}Og20r-+wos%+*VQVHldg z2uq=~1Eb>sJCchsYsi>DMB*f~R{DeV*6q9Vj~BF@Uw%w=V^;B$)(z2 z?tkkYKi;b~Ero&xb1U)Z9Rk(*p`sB{(?cU@^nH?lpE_(ujL3i}1OQn;GC9#YbrOT1 z_jrEe;zfG!FtEF;g>x#BL6#0yO^nf_uD!e7>08I%E3t~b78OL$z$6o-?Vxp}A% z84>59EudQ4ed6h-xVUB%a*N;}yNwF`LgtW&PmSq*1xoF*VZ zK~RXw=bWFXeeU6(L|*@57t|#F%^5O|ontm+JT52NfxOFrzDQ|^P=o}~3ZuZv%G&iC zH&2~7Uay5i(fA6tR{>AIQH653M$n=gf`GGGuj_y(-g={bG>#doyXX=L!P_uzSR6BI|z~B6}q_$)K=;j}{;z8sr0&1oF1-_Adu=qX7xx8>^J-NWu5NEU%ra3d^6VG&cY}-duHnA7lMfD1tp{fO0hO?^r zLPXZuEX#c_!NO$C73ylsEWy z_U7~2JhPXJ5g93b?EDC&e~Sni(iRZ2+uq*3diCnBfAxzKM-F?$E|tAZ70+C*UPJ*H z0Szi04S^*Yu(*lSr)tMerq}ODybUfhBB7XQ&<~g5ZhK{L_vYH4j||>?qxrM9#xJ}v ze(E$e##$#%9{K&>&LOrx{4o9Y;bhO&T;8L6E{u!_S}#NtHVh=dB}^|`l4q~XBq$6l z2(HzrpE?yZ8vXkZwm$hRTv`+nyZ^xKd+&`OKVky3{rk9DuZ~ z-O6l&HH)aoUJpwa+T&7)DD3BY)FDm)nS>c}6Qld>!9u%xd}=JD3b0O$M~&RTM#23JTJOyMxZWB z^b{8*DN}877uBJ{J&3dE?K^jF-@0>PcD7!t4K;kLO{j`zLU#cHaUgzzRK(fAARDCN z|63O4c9LT&9+S^t$F zezz3C_9wyiore?K{YGYiozQa>vT`sjL&IU8?vE4(5OlCk2v{TyYCJtNaqb*u>EfrK zz@59b-XM-bJa=aH7rzL{Cpb;EZeE-F=#ODzZ1&)xAgrm?YQC&gP0zOl1gJ2Vmy*|O zwTh~E>4&NmBh(_8IGNw--QG^xX54v?AO>UvL?i|F0C&7;-aXJb+B6}+ zri1kqdW=pf@K_vtxp(p2z0*Da4)U^=b^-+iDKYicWbkOC_x531Z-l#gv*Rv!r-}-= z|Fkz4&l^(`2{X^nKfZC}R+^+96MJr|jAGnkMfhQEW?>$}cQ3V`Po~1CL6ZJitJQ)a zsMqVtpDFvHz6gNv|IM;YHRHXwJBzSZt+Bx8rTPA6Jz0^8Jo^Vl$5g>&)*^G6C$oEY zQGR?rvP6Vp%-Y(<#~*)u_ROhMCr_4!2dWLGid_#e0bv%_ez9Q?LI5BJn`T*-LR8=P z^LN)i`+TsvRL>}MpeBoiNNhrp$i=NVwcFdtqq*MamwNjTY@awCo;raC_SN=HPrUh7 zycN6NV@Vz0^L2jmpCRo&A?z?8&w+{Ld^O1o^&2g7_*gW%Z}9Np=4YQxZmby*o}F#I z`}63;NnzancK+c9AHe43ita3Oos@=|jZ1VippEKfdI0z6E0=9_XovFP$6HbOm00RpfeabjMK;sRV zNRX88y|?dl)ICq~ad}{ss$w93uw#R7*ZQ0Ncwapr{0@)jDk|W2m3 zh){U=Bt(Wqm>F~5)u+9}lhhQ+Jy3Vq62(^*k&uwc4HfI34cSNP{+OFlF$?q6Yu7Gb z{9@m}eG?PoIK(7XRI$s=%4z0$F|v4Wt8&KjgI@wuJ9)fz=9Im0-S!3nTLJV%IzKH6 zfE+Q`G8+z(bi12ATIl@cFK(h4O^=TQjdi-Aa|Ga2PwBbHGBBbO`@{oK02vU7ff*q+ zW-u{6b^2sr?fR#m)#n~ZNt#8q@Z^aD@4t_&v1E01^|Q~{u3Vd(m^^&?bTHQP8qUKV zNpjEk9WOK_*jLECiXST&5d^L9!dCD8>ULko9MN!0iV5-*mjS(Df(QU3P{i)Y1YJ1P zJlG6E5CKRs-Wp^n0|Gjf(#>5+EbVpd4gdlM1OymCh*Zih#$d5OSnH>!_Mv(9Rj77@ z3b^l?6;UX%IF_}wwfpz)Co0Aggq)LPo&j?e;HGJ+7!<%$M+!EGbB>4_jfT#x7W1i3 ziZlKzD((d}(AV{cfEx+X373aNnfW_kL_eC2y%uUYPkV^!eGwThN!Ra^8110AgP#QO zn)f1vIOq>P`}5~#&z^nv-FKoetnSMyo^kw0oN%uX&M9gq5FPzQCukWEXuLV~#<{Ia z2a}D>$XOB=0R-|Lbp%$!5|O%a6ekj=-0Rp)bdS*pL>ULEQ={PLpE-HH_YMRgh>0=T z!Tt5a2YL$&+h1Ls+U}7^e|)TV`efte33hh#+V!o^zmToY%&-34%8LzsvnRsvrq4iU6v!n?Xp#tY!Rov-9)AQy~S_ za<72Bjb?-4As>HMU3zeXE=~dbO-|o7z709dzu6F3U(p{C=6LttDief&BoSO zmxIN{u{ez*;@R2On{S%dSnvMBl|OxK@7*7tnVER=tzdRPkQwIbGP(uqzE~o?w>5}U zL2pUuC!s`Mo8ByfE@U+l>)S|muGEvR~-{DpCLKywYuLy#$IOjZX zoB-InNi#@J(NQ+xQ|oVKUb|W*iR1D}>kiOgV%;Dj3AnPF{WCtGVtwb>IV%E&$e@~D z@gPpVx%SPw@BVydW?vLW6?CuSX$t|_QkLX2SrG9YZ;lf;h}AYdIC!xB)*HPW*KNCP zw7!Q32*^-qz(byxi+DCWdgD{?>qy@#_!V7MfN>CHlT$ON&&eRp?%%I>J0hG$4Lo{u z?94gW?yP?NY47W=X)u_5jy`6k-a zJDy+ls>LIK2t*(PPQXIggJ`8U=w`eR{P1rTdnPLVu-&n{PJ8uwy=&KRtgNi5VycR= z6YPT83v??Y%r48)BuT>{Y&Bc8S}hER*uB84%A8TM`;J$C;>kxQS&MB@3Q@Vz|BK_f z@M_hE__}^h-6@#rxEubL5xI6@VHrv?%2R(*hCm^gr!KwWT`ro4h;z)$&RXZ3wmYe~ zQfNeEX?f+-Pd{B--+0>dR8a+pKpacAN0z;yOtBV-KzX!?;rRIEn{UwJBXJbDfS9}- zOG$EFQ9A(=5DK9_oPA>I_0o~Q*Eeqmn~Irhf+@X!G;G!f2#T%*!45} zaHF%9;s7H?qq(cMG{Ew>lV6n#Xar|Nd2_aLWGo2O4^tI7H4*AU#aFcMZmlg3u$IAY8OoRc)NsNqtdGr!ef|Le;GD~!*1z4N zy03l~N?YI6lNC$48O6A$e#beM(z}HcnXp8r&*?h(Z0;_o9Y7U(thHHY*)aj=aPAPD zBLZNOBwt;=^2d+<)Ef+TW>cEr{=HX^yuJZf!-*B__0!Q)37Ar}Oh`AN)&j?@rBS;gQ4jlP9s>07QL1C_{HL z1`rg+eASDf_kt$@0{>?fRs2X$Q=psL2kYG}XEHLJH@5&8ksS&n0isbYChwe$HG&h9 zwKry)69$a>A|R$L-NdCpj8vRg-rD$ek}(kUQ}`s_+gT78$U)dn>EUuaak3+x_?=Wy z0r#JJVZbwCAWo9I_wKK*uUp5UCQ3wwmN+3YvzFMMvxvwn-EObj?b^($D9w}PkR4x9 zF&So7DtuXnr9h~hhnlMD7oD(Eg?JFf(MX6yx^0mmM6}M8S7^y4%B#;kC+NkJ*C`T; zSEKicFV-?|Xb?2C=I={;`n98nx1 zcqPwJ?zwIljN}dc?=j^N5XK~m@Z^cwn{Rg3S9ob58YIM$Mh2#)Yhk!~r_?_JFy3!s~O}=el=kiPgQQOq5uV1zc<)e_Z;_f_X*IcLPe3dj*Ye6JkQ5ZB=r_6`4hd8#R%C< z{3(cx%9ugO-Hfn=ng8v9U0QL&;fFNMgH0^Z2`ux_9+=_RjtZ;l4KPue7gyrVk+Db|(g-_5~ zw4IfkE_oO#5!eHb;PiB3IzY?;cLvdZbiNP(&|24SZ}s}U zFbtz8^7fzjw24nF$+LLuj)>OU!ifn=MQ&?t9LN1q#BrSDp(s{FSoHiBeX7A=kf!O5 z*Y(TRSIy;xcZi}L$z|jA(ff&rkUY{yG$ud@}P=*8@vbL`neDyk!bJIV;1_U(57=vEf88HZIM-CtOtG}`{ zGl?+*$do@oa$#hTDNxzroV&2Iw__1TAUK@%y<e0_0D_Ucehy0bDBMnc*Ng;OWRFjpJ=c{CCI*12J zl2~hBVrf^=s86tZ5a`3 z9Sf83{!`3M`Bg2XY?uX#tO*eSx3=0BFMhGKv{X@Ls@Sor(q2Da-wczC)KiJ`3LK$n z)`Dikiyi|AB27%qzW+WSJsdY`3_74n03Jgi=ZAhi`9*4O3ORNDd%g7>LELPHXU;Wd zXIHLYqow6WY6(R|LY8oQJNx$Adb=GkBw>Uzv(1ACDT?y?8G0Ba41!rdUVrfI^5yIC z;wm`jD*zWk=)MfdrIGRqwpZ~ZRl|@o;l=HEHHJQhOa^lZVg%81)I3F<5g8Bx31lLa z;}g+rodQ1?uAWT72zKbRlv}K#2%_vFqp%mzn;@0C7CLH=ECxZ4nINN}oAFwE+cH#P~?jz0#-N!$faCUdiSc`g4ybE}RQYQ@kZ*;U@`|Fk}@kWz9aZSOF5t*XPz(QbaZ+$f;m2kuZveyF3R(669}kk?)gLv4!x?eB&auZT-Oic zoMmSHMA~gYfF~5-K{5Jh!Z7^3IA%oL>U2N(?DI2c&i(3Fzc9w&j$@+QfA-+2)tONm zJ(Nk@?!$Tm za40430gAAQ*ls6XT#$|B{@RjD(x5r!9UV|al%QWNk1AfqIa}&B4>5J(b1|p?} zXt_<2B<=OOS(Xt|6orVSWE6$kg$|6eUsO-M1eAy6b|NZBGG+Cc!d=yu?TcQR4zMDM zNM>yu$7zw+kjUi_5X@x|< z>}6!g(`lY_##98542xS>T>A9$i)YWB-8Vh$t1ngTeJn8I1v)BKidnaxE-ssH$FTEm zUTP6QC}C8en5vDBmvT!KM2w=wsgsSfXX1MgqBJ#*)lb+U0`M+J81B5Wzo()ZW+tHV zF%wYx?p=Dk*oZSD000aSFo%gnWD*e|Y1V0C98FltBk~Fw0s>2So0pe@_ExsJ;nGa` z??Nb$?;}-I@#6%t;PxP0NnDpg&e@M5$l6oQ8(9XBMG%n@gt=j8f3r3dnGg%0n$z3? zEco(!E-R@@Qlb*Cx-|Ck`B2&rDKA@Tla2C;d&@X*;3OA}EoOK|G;OPjR|VW(>Dzo4 z!E(jY3LmZGx%tJpxyS4z2tq(|EXjE%EtmSx>;&stlr*Nh2rp+@6*=UL{QD}XrU zHFX8(Qb@diH_-6>e(|z-SV&0c)prk$avMBEQ_$jbe!npz;_=@J zDf0I(A~G1nm%sk{!kcgW&F}vAD2jH=EUH~-uZ1?AuvAY&|78>b+u2U%=fiG45($L0 z&*U&n32oR28chsC(88XmoeLpCI5j!>^9zetu0);f$YlV?r2Vufw~1Z<`h6rMC=fuc z7Esb_Ke!*QwQH`xCcdks%pF01C^XHcUrxh?fr5l6k|nafVU|~ec01YJbV=f!nQ|9N z@3L4ek1AfmS&LY-hqdf7uspZEwH2q9#u-p3mqZdNB#(v%f(U>ZaT8&9aJ(W$q?f%E~r{As-2=ftL!n{}fAj`k(y23TNBx?WwYR%0 z0)mbOiHJ}EXO^Z}nq*nZ?7}b!b_(?MMU~O6S}_GF1<{jyN(a4P;e_Y_nAz-R!1T=B0SP^F$l1rE z566;kyrO$!^a45&wvIf2kleBvzEc69q&knxvbMJV;YS~zJ9qBv=~I3xY3J-+1x@x? zSqX8ZHsonwAb`TI-IkTLdYl?3C{BnN2mrGnbYrdh!~_NbptvONce`P;6*ZcGK+SsN z{CRWkY_hN@actO2wu`9t<4f9xm>@#Sn=5u{v6Uu-!lKi%EPy1CQ|=LKwP3sn0p+6D zN*_W50%6zh$8+=1<|d{orKzyXM_=;eIv)xsU(PD3_(5*$QG-GO=vzC#+1X01HO6_h zBgxxf!_v>NMlKQnPltSHBC4CBqCSE*3m1mb?Lvmx{%e1mJHUaHOp~abI;7XV)Gn{K zg9^C+lz_VqKKe>Lv)sLV|IVFzX=;%S0D!Qn7CL5|**G3Jo3V39XstygMZ`n|;-^jv zA;|KdJG9%OEKdUfDu$Tu2U@oB@Ck10)N2DJ=zt0D;w6{<+eAEYBVxSm$os zxbe}SKAxS~H#Ip?ly%C;u8KWXNE#+)h%%f-6G2XsWMvsP*MltcYH%n5EP@%KjE~hP zr-+Qp(xuyXH?j3Bi0X%rj9vIy@5;4ovt1W4&H(_^%OjN_fN_@B)&|#a znx*BMwH}}d`}dM zVGsh*lDzCJMHYH2SYY>E{Efv6S)zKuf)!x^^I|))w%T@I@Lm=`f6P<=iHI-&0|E|Y z#4lb-`tZ*z-sH)N3hGOeB%glz*|{^P|LU*)U9A?ClCdiG9&Ru0gB=Pp2ne>{Z_mv` zyB#_P^<5E05JAoY!11x>#I#}PEG*vo_|NsIcI?a71wD)*1jIF_! zo%@kUJ+|)tf_uEy+TMm3C^#}%f&$Ma z=NB*Cx^uU)-4g)oyzZ$dx*!HYSW<&jms3y0E6;lFn6@lWqdtjr%fgYx%PF5egebF_ zv(_7byQM|DZgOxI)$8kX&iP0A{#>@(IuGQfbI>CjL>FgSr!Sd_pr+4v-OCS94qs`52C65>r7!y!F5`+0*3^NOR@1c@7BksWB&j9OByoZr` zJmiEKA_5{EbX8j;B+RTG^an|j?C?%1tc!+9kv^{|KkXC0d-DEA&%Y5%Y0c*!ZN~>3 zrbCE8h?H}Mig6{a$`>!Y>m@3Y+IQ6Bl|+Cn(jN@2-@JM4`i(e_p_01WyQqEF7FFR| z%ACUAnaN#}D^~X5Wb;)Trwrj{*P`&F*i#^G!aGsntrU;w2of!|mHLx4ZFnA`T1+kQACG{)`d1MhM;B$WysCc?~`|80;%jJwKy;o%7mP1R46%DVh$B>|4H4=0EB|fu(GoL z!3Tf*`@jE(^^Hv;LnbKiJ~slzztvraN=F4a5P=Ax@KV*+Io+iWE!6r`8@p*)j)_=ZpjoFQw_84&V@ zhyV_|UD@hD>VN@(37s|_z$Wpd`}WqYTDwgmE-i0jer!g4>>r;qAxw1Sg&s03b_A7ZfTE}1z2ElVd;Z^`QT4~`eb8$Qwz#0 z#oVeCmF#CfU7^4JqBV&^sIgFa&sP(&c;R#BT)#i)_4|XtAhT92jkKEnyht62{j>CS z#DB#b)<Q12#!q9Y8kd0m;Mspyd4B)^4QUE zVgk_kDLBQ-A=Qo^I`FGsWizvB82t!&-;kq=C~9v80!noEbFzX!z^31GtE(IjiVJ}t z=v=n8vh?TAXl|}Kh(Umjp&&#e5$>*Utj*02x?L-*6TK){(ORqcp;3I{FRXt$=0TPv zqSap+%86sCB2?B669B-Pp~e;M8H_3crfuB4o&H{`W+ zWynnOkJU71M@g)T3b?<@n+gE4EG{nn!$17bPd@o`-e zfU*6nhfM%^5)!?TbE?;V z&Bb#HCCVqR@Gkj-Ua%5@2aKUysuD^?_gxZ?k=&YgGqaI%_4BF z-ac}BA%KgMcyTFcZwHPwY18wFQ5a+_3eDUZ7Zyj@)Z>(oXHgn4_r^Y!KKrN1;b zHtLQE&>6!)fFjb5m+#%5yLUH@2fDlft7>}{FRw&a$dIyd>RbwFNmnup2qQRDX+re; z85tfl1|T9Dk1)XeSxQe$00zJy7R}mxHAAi{`Ffzy@A{AiDJ0|D5x{~)UgU>)Waubg zMFren(TzkHL|D=!y>t8S-~HeJ&tEQm)gL5T<{V32g!Uz=oC;H@J`Mr*4oXb8XU?sqA|u8BEnI6(U3Uw>`PcsZhXyN01ncK7RV*8kz3 z#&6wk4H9yk0oq2LrpB3N<(r!iE?)(LTC*My5ERA=)ooS9%Uityz$~fd6u?4W7)RvM z3b`o}--*EpMu>HU0HDx+rBbgs3}CEYGgNT3rJ%?N09Q~H01ymeJq(No>VBGF2jZ{x zgP&aNAyt`C4Y$!AP~K|;1i}8GfBl=AAAa=FjT^T`0EvPiWDq2B!i5v4e&gnybLY;rnhmJDW%g)YX|z@>0>Ei9SY5W88;vY8%%1y#h#({q zI-9MoN_(TmZm@qmJay8{%oG%M^tWj)W;9l-pFbTOKM}8PMBO%tC_P1cOvMVwd0mp5 zmf-jH@$wHPNGiiDDEck{0T=_JrsZ^Daq}Pl$!=~mjvf(^cxAP7`0oTJT&r z8et~4R>ikX1G%+4{hIAJ6rBt+8J z7Zv~j7GHzcq{v^*C*GBKIY`fR2LM18NHTlv=FR``?|<89)Xj(`Torp~P0MiJMAUQ0 z#e?qS$K2UA!iYnZpjovMfiy;EY*Y`X_SFu}LL(@gg8=}5L^aM4fN=cyq3yTc?B9FP z=yz*Q(*PD>U;)Z2he!f~;s6BDd~YAF*ck-CQ+aawFL{4*1}4F=ZjWx>%$678R$Y*= zH)ysy&2B$()=%Xcit3GMkUaR}i{3{2{QvqNrf2tK5OSgBUg7pCez3Bc}XCry-KwD=}FfTh+E|H7?JbE;@u&{XO&;b*eYE|#eC~~!2 z1lq-MZ(-4Px`bt?bHscc!>Dap7`6@`m^iS%?C1-cQ+k+zfE3N_Yrb{9^W|6R`l`zY z2GMh82}G3@0cAwn;(Oh>@&goisAuFmh7x!q=S;Vk4F(w^AR6Y#v0;ZOj3598F|s_k z`>@~bPW}AtL+`v3O^gAew#h4+Ocg)a+3O9%b{xpMh*Imaj70)ek@eDjkHg0g?|nfq zfvMMOWeX1&u3kaF0I?Ne%>ZTMyz+aIVDEh}`c$dhVTsK%ouJD9^oB6)!b9Q#q=-gk||P zL;=XG&9aO|OkisDdKiUd$cxt+Ww@27)Jzxz`pyW^n5P&* z?dq|I00NtvoA>WONRzbMgZ3aQD2pYQjx8C)$?_TwVv>TNRrK9GG-t#t3Zn!2TeJI> z<%T8YiV`RwtTmcvPDN)6 z5GP5hlUZJ_aaX%kU;05n$Q&ouLdkY5HzDvlK|s(9sTraHMnDqMwF(FXLM*hiu=bjz zQV0OxY?dXlHYqDwdj;HI^-Tjo5WKmlV|l!=`2YU>|M!P~`Qye`+cG%L33+9zH$Lx7 zTA|xWqe*YcRS1wqwB7-LMY1f5<2cJQL=3|)48!8b2vMmrS(as4CQzaU{Hu7|h-eHI zmZi=)6>!YKx^9t#L;@hpDxvd2ucb}TlAB00a zjP@LIp`P80X7i1^(4V2aWRPXq&6_v7yiHneItldxYxs7NbF0ZJs(7jAv9neMj=!@u zM0sy071xgwVJWCLrO_uOKqJr$&2*y{k*b`I%(0UiI=!A3Ts7QOqRLs9#3rZV`HDpq zKk<0gs51C(*&Uvco&XVuljQz`Z~yqwpRRs$EzO(=1VLa--~nQ>l_(8GX&&FjlHLVV z=2(7*HcFxSSZKWyQ4jKIoCDbxL(;os7l?%djEGokjR^pToEbxe z0E+2}Kmrng%n=hOt@$xckwL@o7NFg%(NDs zpY#dzBwRp16Ew!gPMqo;JKA4atlKzWc{r@+!)T`dQcDpCI){-8G!+vpdjW05ak1C$RJf|s{-z??inv2z5d|( zjawgn^zrSx_mU)|T*6skD8vpUC{q0R_3l3FIGWT7Gdo|b=8|GM@MvMH!0TlydGQ9U zwMvX3#4O9KwPnouLThY?K1>?Z%CB=gzc@!D?sP zOY6Ff#r+VfxHRi;Y*4QkIEVR+n{TEMd7Q{(aB3plHx0&co;zY`CQfp!j{+u$CQh7a zpF7*Vd5s7Czfm7|H#d zl+*TF@xp{gs%Ze;jaEPixnWFDnnJ)IU`(fq*BrS2n+}yyfmTFdd%Jt-(pP`__>+aj zl_blU{eY&{bPH_fJ;gkbq|)rhPK;hyFBRo;W>y`^vRJy3w*8Um?&!D(gM6|x{ zy+{F6zTFtZtUih_#%0=xR|_EweFvk?dNMtqDIQrmBm4(M2R2?kQjTexiT~2ocAFj zv$CoiqZ&PcmE^)|bQh|#GBYCf*|E>wnYvv7(ETXiF33uY2d2jQU+N??%xtYC0&6WZ z6BW~__SvQw?fvza4iOyIAOG#R=NG&0I=e}MI3E1zPk-9p{#vD6zSnP=94GW(^pbS; zI2&zh<5rsneI>kK3y7d=Db)&Ubv4xh*GA%dQhi=27F;F~5fz2=^WlXH>CCKYwgPKB z-IseM`PyJ;$8cD5ng=_srQ0iqL=cdGvX2UakSerO^{MmcD=VuIhJ~{vuT}#-e1ZPt zm>_rfL!u36kK1v-U-{G>_pyT^=V>j1 zA^}1<)S8Nbh8^2Byxf!7U;^BaYF-c@FM)Zm+8vcr&fJm+t#zoK@*3d5 zCpzR3$=SXuh46ssUWPV12$uQAja%2QUtd{XbZVL6m7l=(6Fs^aKn?w#5kc74q|>qS zfQs?yJ{CC(E)o$$s#aCC=8-EF?Nl?u8Vl~Dl~Vn=^Sfuy_HW&aQr6amwhiU8j6%m!eVZ0;WY62V-AQvoPrjR*kcamY+h|BR3ONdNrba}OQ`5|Q6S$I)<= z17S-i$B`UQS92;N05HSdjm;nZ*ff^Y)LO^4lY%UxwBPUddOb&YJAaiN z1>&B=30;C9aDPUnQdEk9AW&L64Rq@6?*%iiCl&FLPu~UXxh!`P zejsg=e=if>P_x~>{^@7^I4-7TO$PbXvG$MOf6I0dgH54mM(nV=WMOCmKp0jk0r|wAlyYjt2K@`gWA9+n0hIVnKboLot zDuV!tAn*`2O^(TNm?if}cv^y4?* ze&^j*yB(*-T1Hf2t@vnCF9kuR!a#e;>(E_xpG`b0AVl{EgZR!%=UoND%(+cfPTLCz zAu^)1))?c^aE{K?G<71G9A&!V0X=Lzu?3jj>uQB9uq>uoMw=3Ppa&&g_}?Omf0$Ut>8D5JW-&L<~wL6_tkh0);ouVq@~RLm;GjL!UYo&(6fH zc4!TbhPI-}y@;+S&8>}W6%>C&ULatJxK^jLXJKv*GAmgG4`6)S^V8`hHaU(blQwJ^ zbB19+_w#*l`({qPi2%LS+-Y_Ct0kAs%WlVAK!yRLpQjoL z3PfD)ZVjOhrmI!0ls9z;7Zo#E5GTO>*cA7JIJtK1+K+zn^WXgTxBWP=mW_2&hDAW< z<>Kzo9qn>xd`Q%UVvBG&|lE|28I%kBs);e!U&7C6A?-e+1 zUKNGr00&@iINI$>iU5XN0WgAI3igi5sZ|i+o{YP&2xS+O2no=z-(C__ zjJv@7IRXJhWdC}awDG3M*6>J#rVUvpwcy>eYa!D|9!d~v<=A;yf zr>Cc$JFglI7r^Q#D=datPS)(n@xm4}o^r_IbSx~tekD!1E`{mHk5fCv~#$(og z3L|!h;#A`R5Qbsioa$|4d@tsB7pzjw{>2iJqr>IT9$Z*RuW@w?7n5jmxon|0DFA)< z{d*89A}p+sAWx|oi(r1pI|$;;Z=9w+PtKNoNSTp|DVOrN`M%TX?(FQ?EDIJ2Mb~7s zpUknHNi&B%r3IkiSR}!mHP0mRnMXT18ZLW9=I@yAC6jBdmcqzKY@9h4uB@2gcNUSz z`6#;IehHA`DhxJbYfue0 zrVf2q>?o$j;WZgmSpm@VZbZp(|pvGap%f2Ih9Jgj|o1?xc=s>3f-yo7CDFTurCy{qJ z-WX$yxtD|k5uMItD6JvFgV1`6y#pZ$=7|`-D#_aRhyA;`lIPxUi@77dWh=sj^f;kW z2rL$XfDj2;z=F`8d*U^YICATp7=Qr;q}T5?n=RMen&09HYJUoVK^AH5MxSTUan!Go z5s`#4<+}SPj+kd+2Bh2y(y2zWKvoAd&}TS+Zp=oDt6Z*fv!hu2!{rTTj=+V%`?$N0 z!x@iR?6qZJr3RH6EUyGJv#1r&keJN!=pd_dCc|NJ9C&dJ!2=PZ?ZEFn-xvRDpQ%j#A;ZUb6W z7KISWKK_hD2eTGFn5dvVZ-{0PC<~_9&)c!QFOEP-@vm{+`-J(Or3GKFW&m~Z~n7C zNW|;AFt-|!CqY*4F?t{776AZ&F(ye8S1Y)Pr6ft5sNKQw++q@nEwP2S0&mW!mC{A> z_@GXnrI;8yb^_iu9+4jA(hX65_Ewn(FT&R(7gROAA;oNuDpYw*;6Bg~@R^Wv2IW5&$5? zNK+t2iFM`!I4ZDq&oBTo3M0Ed6$3axb)%DBZ^Z*UG>#B&F#!TXAQi&3sq*qvC2(ev z42rYfm(K-Wb)q?Tn}q@(!h{kEPiuK*aXM1NC3IquJOS=UwvuBe-{|%GzxmJK{^G5F z-)Xk9&PXMI&QXDda~ZnB%?DZL=HaOY%W!5k#-wSAh>9o&@wtJ_7}1VHpPKP;6we3j_fWF#r~X#amIL@B3n*LSy&geSXF)oTear;f%{5FhPLRQ&_M0?hb)by+R>u zcydgRCk-Vfx068xAf%F}2$3ggc_~tT?s%3s%YYyfN;)6WQZ>{t@kE{g_u~QH5iyRF_uhN| zhd+FCb9>iV5hOsxEJzA6WSakZAl@uRB$`Jxxzr_VZJZ=YnmQN7AP5{%&tp*ct#t2S z{uboh_$0=>O64E!3V--R+8Ob zuhnc#n8l}xyn~@m#gpXu0m2wL=`edws(`wEoNKDZ_M3g5QQ)^LK^Pc z3fk6H zrKlPPRRYDhVS_VDWVhb?C7z6tt!;DX4h(w8f-E2cS--d2 zlN(}oH_5OJ?yQ^59WvI{3*LRYz|DGeboFffuOpKLlDc)lqk*TD!PgUCSWdNcmRW^bFtf}pVS5Y>A| z5lThDvoqn@=~4u~FmNrd^7KOYe6!H;77S#wWD5oez)mZBc44}#^<>0Pfcw!wcdv#( z0JK&<`|QRqe)-m?pWSdNYbpcEFy7{fMe)g>J^%RkbP9WGOqwKVlCrg0>r$x{hM`X{ z5^;cD#Mct{qT3(ltRC1T`q=QDSx70Zb>0bDghzX;i!lt12ZxKtsv7im9zF^x>tMP+ zq!B<6k-=ba_3DS#S{yC6CdY|f^T#o(Zz|P+t~F*F`1tDJ z_D!@Y2s`;#mbqGh;ss?%=hiLU*b0mcQ<|J}jc4{H3-&$St3fc_3unJG?wfTHIS8V9 zBPf*|n*c>o{5=YQ$uT(&2V!bP^Ha5%QV>X%%^)alry{V)diC zex8)+-Qlr>I%DBM%m=x{wa3uiZwTzw$rMvm-H8nQf}Z^FA8t!97kXZOy-~a#eiI;@ z%#tLzapNXiGa(nBii7u2dLWVxg6U~fDjQPZvwOYNedxi$5->#Fe(!@nZoT_9cbftX zfrOXoA^lG#62cjS?1N^yMcCAQdd5NC*He03%owi(&~oKp*Z5 z-oDvdAFxFl)5s%$Mw|)ox!LksRfS@*V1}o81<2MrbXQEW79SFcnCp_9s)uuxkdP;j z-vqcHQORDgCEnWJ`O!~)`s?5RXQw|9%yU>It0twWR^7AuJSd~tKcjneJAeYU&F^l?HQqu zC^BBp6jA%wO}5NCJKLRZw;2998R{pOt{VwZm(0UaYc)G7bB!caK8XYirqI5WLt-q) ziN1Y%_dkB!y?zZiW@G_I03~^Zs&g(90ERT_U;DWC{`=APPLQT3Lm!sBc~uC34mZU} z#{QC1wqQIWb)=0$6*7Ci8_;3dx%b@5F2J0K^?jyiNDs!??`-s{@vSJ#L zpjL*385@P!0CYR=nGgmA2uLKdrq=G5-~D0htzW0N?_!!b2u=)&fdB|WfJLl`<=vgF z-~6`s{s)y_SBrJ8bWukr&TVbjsCwuOn`DkTZt%JsO0Wc}R#K^`a>+-}VJ>vfe7G?sm9Pw*_#S*=+P+2NtAXcFwpr`nG_W=%=_pPw=sZ}6VPM1PDJ5#HM8qui& zC&vW1AM)cV?7GSNgTXuRzW1|VzSZgV1rZ1=TR?OXMVQN0{fxo;!4*{PTX6oll7=3Npkn@-Gatu0$2WA^nA2M`{;K(iAR-EX>|#!m7Fk_ zp(cdIyZfUSsl;((eW&$rZ{7KqpY^VP#>qhPaIbvJS;Tfb+rR&P>({@HHr7L%kl)F7 z(avavYjU%fVNF`9`7N(aQ z<&a|~#(AoulBU1^!v{b4$xk;ow!A3{01<&N=w-j<9uG#`nMqs_Kq(dKfJk{N*NMM# zpHxHvFMvk?B2}Ec?uB~qC4w3D)FR~?0lDv_gTj0Mm*Q{9N{if8#!1E*0F+WbOLaKm zxhN=fKVr7bw&)v~-KRevnC%b4-7g|Vq$s<|dw@84n-CwGEr1~Lpue%c!H>|?Tl6>h z{19UMe`4J4x*R=uhrqe>IsyRbTCH*6d@whcqRRTT^4Wt>kbne)0Rq5ke-K^0w*CM8 z+vX2{oLv2go7*xNKx%+l*h)I!ovrq}?`{0>P5b^IYQ3Hkc7k|6P2!PWhC;p+drNmf zU>7lofE!&CKpo3pWpLkfT||GqrlLo@1)m>Eq15-B$m zIEvki?_Gc!_%J3%S}R2lZN#33LXPL9**y~b!?DUNvwF^!dtgK=mFuU@ z>@F_GQ50FLMF<(d0wM^Z5F%%NrxI{F)oa2hSKI%yKe%xM`AlVYKANcua)13+ z>%*(<|MgD#&hMtSHp(_706^`BUzW;#RM#P&GlhT^A_D?aX86QF9G1e>wP0r2clsfY z-L~9b<|LqD9Q|st-apF1x`(D2Sq~0zERQaKC<5g`uAG|v&9&QGaoTfQ8CPElB3J+s zAcxT*YZa3$Vu1hwI2O9vmS5fI%$0OF8#M^E3uJUe9>A2sOLL{)H^N)JbeDO|^<6+1 z8C+J8e``6R1)`V#L#~{2dlsfF@%e^6KU*$qPjcXq2`h%cjAVk{Pd0GBFPVb*-k0Rw zZp?D$?)s14{K*G@{8O45M9Se+J|77P4jHB#n94Y4$48iS+^XmV8sxC+utCk4FJUgv z6JbI3dNI~IT=9^PDHdQW7D1Dv4w@F@2mk;e07*naRC8GE;vkEY^qzMTq&;)>9-+ZL zXElP(MFfD{M3*^H4x4U8gvdoYND=xEJzpM~OO$&J>HI#r%grDn*>-^U{Pi`Th|Nsj zMJd&2G?tf^ircjhQ9F&4IFn;USAK+7M8ODI-d{vu)ScX?<&|)v2V39{tQm&H(2V z*>D0FrlMi0$W|(|r`Jl2`WQGzIPuT)J$jZV$77G9qeB}6XJ@JxXQw{Cm3BF0avA4t zlsdB*!6A*1kqX}NNt_W)GnM!5c4i`~N3+k>RMou-1%ObXgmAhVzPL2?;qG>?BQX#l zi|_n!8_<3lAt$6eu~-sw=peuZ%s>K>O=c;1@zl~vqoN!bI6gAbr@mSEa{%1k;VfNw zD3n2PcvrH4D_=7SMasQmXJ}-~v^t*1pc*sB@ ziwFo3Ac8U0vi19e4`)&-Lw~mdIp7;d-3vJ1>U_}TjQ1Ax%YC>S2YHc*h^%F1R!B&h zScTB}%a}BEky5#KQSyxuak?71FIK+yIXIAoBVD;UPvUY^g@rAPup&YtmLW|Z1lpJs z1i~OZ|IFF%|J`@L^rbJBN+meZ_^rutL@U&A2Mq({MTf&?s~HK7GW3lD&sG-aC<>qE0&;Sk?E5GvTo2UCXO`YszrJe*F_9&eFXarNSw`y9jJC=5SVh1h ztS9oT8?B0>()pQl6;&p{jG`!Vib5Q;(zW=_)q2#^XOqwOCBHA(@qA|j}a+-4S}2k2}I zbI?B9r1&80?tU>5F@v+j0U#vj7zrRk=+dv4i1YGBgj{d16UmU$0LmNBjemC8Hy8Up zx5w++^BrCyVX@3Ws4^@=C?agF5K*aAy7JNs-}~-&Uw!4}Fbs3lJ^}70gOR%rvou1x zqN{ZU0HR2rf5x0zjX(ax4pNnE9SQKzXa+<`oD5HaB0+7rB3!aYlFTnkKnrRC6yRg% zMKO9luE=EpAW0PtDy8!2Gv)cY!#1g$9FybW7gb>d2oNtU)Gp2jcQ*Q6h!P-SkvvbS zxJh2f&vR-uK}2CIU_pI0us^-F8<6_j^HZnF6nQ-xB1#ByuA;tts&;Ls*W9%O$wmbM z3L>KuZm`cpKC#uI8!ovuT#>NPlYrrokn7lpu*QlADWyndK|t<55fSem zUx3R*$joVCm_?KC^2}$fqGn?VNk`$SKyl;F164q$Sp^YBp-g{`_dfHyl0bN@EoLIp z+VSqjT1El#LTCm+rIfX7j3sgnqeN=hdkaIxJ^#oLBeRgKVB6ou(#RSK`XtmSbgsK_;-JZ zyZv%%GdVbtn=1qbNu2GRYk@#PL}H;#0n2`1v3Es2hO4-1krfaW1_VM71`Pl@h-o4T10V*%16?Ae^0m){HlghVe z6C*edOIuUt{a zDBSaJDy0Cx8p~{zo0LS9Qm0RydE;wu{N;c9`s&JxR;nO6dPKTi##fD}odzq8L>aD} z#}JQ#a5%$HlQ z{_gJ0J8^1DDS-g8APn6ea-fj$P{N3QDFkq8cGVNO)&R^vGrzNMezKbgym7krTus$L zKp2p;z(Po`t<`R{`mNgo!;%7l8$5{4-<1KGybe>H)S-bOq67dS;$$Tlys|cbYPzZr zogpm1aVq6yLZh8v;64r-M!mr?YyO6huYK~9pZ)yi&08+N(^x3{Zp_ zk&qyR@54`wBXg41pymGah`zOsU0f>?q7pFzK%`x%fI#kNEV-?X413EFhXu{UitL9t zSu)g0N&%APl&zz;$u|VDC>=0cV=O5Uf-EN15)q&XvzsKb&}%$av0>J6hQ$_FububJ zhnS;zXZ4sBLV+R_Hr4`?B1MFkFJ1iZcmMku9s6dlW^05h099r_ZWqpBsGgvFUX}1Yi_F0u%%$06@wRyl-6#{3FS|T_<6@F=T>TWX~ zbZiI73II9d1t9?vJlRuyW|SceftWhE(AUZ$?@RaC(aK~2XJ?`eSofd z9-o1j`Od97X`D>eYn}eU7z4($OqPYMb;jOaD@hOpj2PEh z@2GZb>=4CbL82|dY+XH2v{uT_97TM^gCZkJqK8<_b4SQwVJw2A5K(Jwj4{Rr0XfeZ zcU=I$SY~Sgln2|6F#%!7(%dlHLl~vZoRj7rRF)^S4~6Xrz%F19L1|@D*M3NfoJqYc zRm-ov^6EeQ!~b^a^78?y%=G_&sou}Us_$Lcj{S+^kiBzD5+aqBmTFh7Z2a!s-quzS zrwTE*!xKalKgIY4XmSrIX5Sp5c4QP3;bRv}mv`iXqEZzm)3XaNzZ5MkfL6zf zVLiA7A9)m+PLBKYVM9-r<909o(hSugczI?1&QAZ%hdYU=HdcT%10%b3%KLOZdBiFL zAW8sw0v|Wi!AF~&e*fF&=PpkNH6#*IDDwflwo=__$2%W22MLPORu~8jAOSe+&Tvv| zLV;mgbj1!%2g$3e^QUKO+E3$-$aJRlbo8@AUL#Eg@(Bg*j&jauVH|4Aa@TM`BD!+r z%IVW*I^E9p&Tg~S+TPjO+1Y9C?lxQP!JyA9sWH|Vr_KN*@mT|$LBpX-JZ29JdM+2e zFvSyDkkPx6r7BrON8P%9ZA8}zhPk=A2%rcPQ4|HCR;ALE)@m?_Ei+r&@At*C;H-#J zYuGXiJ2pDYEpoiR@^g__$VlE-F9HZ$Dru9Vu_jFhT4@0hW+LS>=fs~QAPORR2%lYO zM8ZeZdAn=n)V_$Qh(IZ0tgv-gmI&Dz00;w}q{$%e3$u$?MI<3mq`*1h2qR=6PX)t8 z+=Gq1azFRu^~HvOh$e5RBi0}Y322QfjDj$nnQpxL>Z{-UtG_&d?wnRS``40hsr(sp z%N~;VDLv4eE984o$8{MSum47p2z0eNefe_d#TUD`Zbj=`Wy?UB@f$mc?z0#fGXqh# zR|LRr6bS+VW47aW4A*HCK_Di#dmsn`*e{j&^y%pQGgz<65!>xQ$pxd(#WXqYIX+}; zQaxtZ%bgw}A}E1{O6m1;%b&Ieo%Pm$$p8R3Yju3!`?z=p00IO+H9-8dZw8-s`+e?S zn0{fQGOaNL2?1A2>h)8NTdkyZx4Z3EUldecQ_7?6_b2Kgmso|OAfA=Z%X8(IR_AMB zKz<$|5I&IL_ya|LIZbqehw_aZH>|a1&z}8!0e8n5Ddm+dmPJOy&Aup~o12}Rn`MzC zO^q>eoD2qoUa#Bl4?3OB=H}+@+jn+%cYD2lr_<>V25}M_%MKm8&DE^B8#2zBfClsZ zaZgBR8gqq;g@KLII#9@Lf!VS986Xy=&{_$@aB8YHGdr`ovU2v!>4k-bAkfAbw#>}N z7-LMQ+jS@0YPU>kdcAI%rg5AkNz5#kt*{K@*s`^jlQ^-=CP}Op|Kz0&=s+0-1kBb7 z1JE#I#WT$A1G0r8ym=JuL#~r?dl4E@vQ9ls1WK&6Vp%CtS_6Qw#)2q9MF9w~Fk7~q z2!O}%2#84FN}g<-dN+{Fn75b@Bj9WYveJQ_cwHem{Zf6ZQLj~}>b1p%h0~``udc36 z&&(_?EX>Z#1c3(Ur2l732F`@vDMxZs%g@J}FG!d#{MPb5;P?nJ+we=yWdK=DYW4^z zs-9Y%ef{-MKlq^2>ZyKD0iz730Kq)*&7*d7Ri!7f$t~iH;x^@vqgJNSl`a4l&}!;W z)k`m4E}uRHTFVL8F?lqY$CllmY92v7IUdM7kRn&=Sj)!@Ao&%P1qdWSJUvtU#&gT- z-H+p57myN(KnO<6$7KZcXCH+C0K}qOFc<(Cg3Va|<4)2vJGc7$+H&P|S(Ok%#Pf~t ztLLV-lK8*2)0PA*$`A;G1yHWx8%}CcfCf>V)NJQMg}-=eZh5MzJ$IRzTO1Dxf?1e3 z3q7Y3Jxjg)_S>($_8I`Z^Ugc3yzVFvz9i z{uc-uYuH-LVvIo$Ynd}Sc#@>uZZ}PmcBhl3X_6$pUf&qg@Ap|Gjt5C<(j*xS5-U6y z3{qpd-ENX3CN*)Irm0ENRM=U~0J8`P5kb}=It+(;NX$Ca4!JD}KpE=zgKQ^4fGt}Q z05Kqr3xX;~jTc^M{Ke~o+w0|xxRk~SNP_H*TU9S=XRRVfxWqQ52(EQ^@YLb=;nMg9=S)ki8 z8cK#P%!0^12gY*`3GzB~e>2{Ww>P@!>#Mc%Q(;3(jo{^l^3Gtkm+pShw0)n@CW0Bt zIH`OKD3%H*Ym|QJ)ZC?|nX1z0{V+r_{q2!|KoKy;7;6MHDI%p#?nr*;op-+Y#V?*Z zb*fYzzNyWj6y!%jkCjo~a%Df2uu zY!XeN2~eyeO+-`m`qJX!($eDM;?m;6!tCtK%*;%=Qt_x23CH{Qog5Xl4(~N#IwigT z!r5PBo{AzICrO%`G)4ZP!s6oc;^N%g-1Kx~x-mUfuZLlv zlyU|)W4JR^Jxxm%KII)BBc}{ut;Kz_hK5&EQOPIhn zrp0%A2$lcnLXHIs7-kj;0K-tJtn8m;GTaBt5lHBO zyFikroC%7tuvK+r137maKW2KdA zNEK$(3Qz(?Q`1wIE?#=!^5x~_Y@mMTSrfUfyfKm=G&BnniZm4m@VbmsKhtFOLx;leYeQe>=2;$&xc zdv~|h>-Bbbcl*6Tv)SzT`*9Kv`f)Zxi-;Iw+$~_|A}LHnD54Z8rI~F>N6X90&p-eC z3ol+?U0yC%D%D!86h%=KX~%r;8^KykR?2;XoUhlzO$V-vD=RV}F=!Y8K!cPusgo|m zd$_^qrh26)(1IW=(oc+G2{NgcQ8Pl6Aq*Ku6uR z<<(bSsVuD^D*w}C*H!yy6uYmw1wbG%kXm%vk7Z37apDPizg5+fA{d3FhykRZnv{jX zdl?AAFkiH|{e*}3qyv&)A%`Wz>Qwm~&n`FnHB-eKCCNuzToq^4<95CLy z4)UVQ0w91EMj#|Mh)80lxcOoOzjg7<*+wO#+AuZE$5zOkKdKQ_j#$llL9o1+n3bxrqT zQAZL~hkro?Agu$fAsRkRc}fslw$>VJOlp|9)$ZKAd-wM3+uPe)&1Mq;*49=pU%tGy zwiZQE7=}a&@2PvnvEPok&$;bA$uTUN7a=3BDPWf2Ull4vVHi})rRnL$+UoM9i_d=Z zufEZ4cdmZ)(I5Ws$6L4WHe2o8Rx^&{L7EzCg>A~IBBfAymq`!;uzt4ztu-J_&MyX0 z>!4bS>b1&Ly|%Epc=6)%7oWd4J2zb}m2{x9+#}8oVav`4NZh-NBuTQdzA=d7?d|O( zN&5YMv)PQ}L95kvC&kRQT5W!Q{@G_QJonslQ&Ur67>0r0!Wg>_`%i6%dvC%cK8%v7 zput#acT!_O1QbfG>|?i{a&iydK9+=mu0%?qHHMqLt_1-kLi1h1rU+zRpl&m zCT#n?FCU@^0aVLDs3b{kv)xTx-;W5&o@i2F0Cm{Ic*tgv19k$SNzTtzzxn)f%(v5> z&blcNbjdO^BVd4FL0Hf=Fp;ae5k?q2Dx`)Zf)J#jcBS-(j@|gv=JoCNSI#sp&sV3* z>TAzTB}x3&jpkiznIhlEb-bUdTwTn-sFaJ2A&%?ZyHK{@cy9ILLN!7GU@wnx^%+7j z+2v60Gm0}GagSv`G3}mlw>u256neXf6Eu|fqILjiG#Wqn!4JOw{qG+McGrhKa=i)h zOrur`u-~`sZhw#(Mo_+g%y*9+?D|>6f=&wo8K|F`nLf3)!hD5Um@NQktz81qy>Rxi z0A1OH6^3CLhP7I4adF`o%QvNJL?-8n;V;3Tie^at#&Jk)6}HM-q8{S zwL;76oLj;mESJkuwffxb%;MtG>eABE(!%o6^1{M=sa(=p?b-35eA+MU8)W!SWMO{Z znRK!Uh_~!yW&nxfBu$c1sT4+$)=KLjv%WmkeQ+!^H>TFMyZzKy1gO@kQArb?fI0m@ zMkD}KN@1-ODBv`;&2}$!;%~~KvK&);xxFNn!ph3>{2Q;|ymqbM>6VgM4g1^}9XFpf zZDVeriq35Y2(i5)i`YsbTyvM>8Q#*Q=4jWWc-aZsHovU5tT$NRE{2 z%&f;z3KgbEC7{cz(+0qPaPzm@y$!*H!WaXK8iWW931gno1mgNV_KM4(u=&b@1H?Ni zb?&C0wYOegPOdDMm#0c!d}gLg@SnFk8*ywvgV6C*UpWfFd(DfJzKTTy04S!)-7`A= z@~QbND+@JE=#pj7&k>$u#3P#x&}Z7A2=oR?x7!y0tyHyI3If7oXnFLAs6EH-|M-vp z=&<{{@4kEG%9W>=aR+ewWec;lk_Hgz4NN;`*8mS$jy(c{{8@ZJQIwM7%YAj;&aHgx zU*#{(-(>F_9(^q?GWIEy)?pMb%+Huh7YA|N?e?0j*7o+!#@6PwPp)0Re!bOd4f=yY z919C6C`VzbR9;w^J9X;x`Sa%&=I3Xpr>CbIwMr$7LdU@G?bj;`d-mR8U*r49Lk)AC zJbQ@MN@c7V%5Od#nv6A9{(~@3YPs3&r-lKgF>QXHS^-7>Xtc7OZ z#0DhvsmL*WVvuIL z*B_*aQmdDvOvFENguL%lghVnoT@IB9OQ)ZVx&SH@oZBa)1e^?_;p7(SOO5TK+N<}$83Gt{A8#5++uxs zw({)S+yKJ&@3uE$iCw*a9B-*G`R-X}0%wyYqQI8zU=`ypFIL_-yRck|l+!BU$kzN( zb|ncyCdg;N?jUY;2Lh-Atk)}wD7WE0{$n{u?LYqUkH=8^7AEThh(NJb>stw*74e4VL;v+GNcAxZ=`o-=_BDaEiFDa%v@lz{zG-7apWfOsuP#SQ!APxmkhgYU zT(}pPkA3qPvg~`$ImhnK#!&=@jwk?%5I|{7LbwN^8Pg zK9I?23HL>=`<6HP*AKkx_qzCS6x$lP4n|O#J-gL1#!9H|sfAiO(&NSEQ_9pixk#vB zVY*T-h5bJ5w9V#D`MgRf^Q49ot%oYzF8wwyW2rw~HDB`8*QneC3iACY5s=%|G zUoY#~M)l@ycVO`2>vvzjFb(4i>k(bWf;>iYk1^M%>VsFLqVbhejSy}0$6Not(XtGT z5hE~?VlTpEA`pb37v%m20f_4vL17SMB_$mvvc1v&cq^W+O~ov15t#9qr3ARRQ)*4wjY z=4hGC(*fLI9I+^WK+EHp;o!-bxQi{Zxc8^d8PfYaYOTuU^4#2PwOS2=!26&h5D~e& zX=jw-Pife_e9wV09JMlJ~eC`Pgb3=AONf$or(I}t=iU^hk?(Gs$Ed;;rSDoGiN zb}Li%(#7R(eRKNabD%X4dJjvKlkT{Zk4Lw&v$@;7wbeJEDj}`Rgw=3@*B@pe0|Hi~ zXnA2)E7gzXv)fz!#6muh{lbcJBr{vKx-*~vFp67WoH+~%ArJvpHNA9d?t8C3^PTfE zm#8~q`hj(}mJGlIg2G-DCl7=f0DywXh(IJr3@QcPws>Q=v)=9}>>2=$-`xZfAreJQ z#7GQUxXke~x4yg>{LPhf7Z#@@g@7&!)=dNmToj)Q2xrYPNAeK>0D5tHYqQ%kh$stF z;apv-hY80$QK-F$-M{v=uU)xv<#)gP-IG2;eN>kwAY5CVDuvV<*qv5<<8FJVI<0*k zxi=wyLUq~0Ai{?+HaRX}eJ}gC{|j<`@4Y`)Q74=Ag=2>1?|*&vg8Tct1|DRvb7+u> z0b(P!H=E5~f+%bAjrm$x;{#TOr-rC=TOx$8I8&Rchqyk7Q@OL*>Gsl6Jphu-Z*e4L z;Wz>p|J-EvjZjTDX20@!zq!4|EFWHLv^pU(qxJF>hn5ip6{869k!6*5ri@&0D-&8E z5m5|2(-|=)-Ktc37cR_w^Bc3Ty-KwzBO(YQIuzr2iJuApiYddL&DKVAQlcIw1&ZiO;tG`{M{wC*Bk1zX+t_EtNw zpvazHY&4=k<-V@RbvQo;YA<5OojK%CU{D{9CAw;2HI}NH}13siPgwwmK$@` zG6@`Gn0mnFp8ybGy{t|xPDNTQ%V&3YH=13}QSitR#N+(T7s(|dR15PnU;ldj+u!P6 zdcIw+B}y@nBcqT+T)!6s2r?;4#7KutM!M)%BmpHz?i>(B0Vn`v1%(pQyOmn!*$Y$O z`sV!Cz7j0XBO#$h5di15lAB3B4db!ZORwG9?F>>vS(q*_O}ilX&&7EBvlmtj374iz zGqsQi+dcE)^}C5JV0DC}TUZ5v377=(Va5o84B3_*iEF`x0C2fp{>JmG|L3KJ|28WZ zu-!0y#SG|_V|m}UpQCWUwFRN3)2Q$O58>W;t$@y8yT|WI_NSwq?^> zmgZL%@NZvOzPvPDCsg8XWC&2@*VEJPB3RJ6AJJZ%ASDd9H@lm=J!X!G&#lZ>BaKHM z=6B!Y-FM%8Jk*|J_kaH9e}3bQH(q}E<^TGx|9Z-RyRWThr%LD78X<9P;KR>$?(W7c z1fbx^VqPZ4=c&E{V8B%1)4MyL-rfa}nObyaxlxXM0-fOD%O;Kj@(Lh8NzseXu1rOi znKyO@*Y0*>gHC0AA_gPo*`k~=J|LiV?aaBgzxkW_@BVG?#pk!C>WMA^1WFK?5k<4 zW*pO3?Wsk4&Xc&j3ITL+PQr*b%Z4F2elr__pa3zU4QxDRyQiS}_2uY0FPwgPWwsHL z0tRq92ZWM)Yq~uZH!tL^sz)*>xa4E(Ciat?Tf6O8A+OHWRu}4_R{20ahGY5Nci;WO z7ryY=sQoapJ01GmB7V66s7LzzaW-lbYvYkb(#T zbO-jsPn+AFfkIwesI4x|ddUTdoMZ~~;VuE^*j*EzTdJN~C~JgvLLXe;?!+k%*EKor z&wOzK_B+T3KomrkwbRSr`sULA^$*D_FKeAVC0&4mSAwR5-F}Cksjx5CR|; zKuHODO7E1b-Dl3tedpV2-~CSM>=_6{@gh;mT`e+x!;B1Q1(^ge%LZ~3 zKjU%4?If&hS~9&^Za<^j-#*v)KfZAO^733&2PCfhNW25=kW&!=i(qMdV@2?g7c%h^ z(?&DCcBeH+jRte+{K`zDmZkR|$F=o9Pg@mcf9=;_-(Fs5Mq(fvn@DkHZ;m6GG$(C5A_xm?HhUj@a<^|lldLV)R_48%;pBMG z7$_{P1n1Wl78(@*-0qqWKig^b($R%gj^qwYHZt>Ax6H(p0JMN|MJqe9oSajRD8l)A z=_?mj|Hm6I{XZ|Re5IbAm3GZ0|37^JzVM^9$f5Od77I%VO}l=TZ|x<7mV$Y66aiiCiS zLY*DB0`tCgPa?1Ysl}ny;l>^~G5|o$=3DpXCgutZ+?t9UA4tceV&8ht4x)A!yMObW z-+ceDyRqxbi&o)5Mk4NLjt}*>j!x!tRlYU3Ffu-$PV@?)WSYrwy=7D>(i8HnJ0Qj& z&%6w$Kdj@y{_<>JR!WseqRStcE1Q=`XJ;}+1nO*#5B0ajLgX&mc+hF1HIb;(4;&&I z9&GQvGF6x=EaXdC&azQ50!{h$-jCJ;<}*9&U>uczKq_$c*_&k?HKFzW6+_qmdGp# zY7{DlBgK|hIC-l3;~#B%>ZwR?9|{AQRa>p@$XoVV_byb+wFict)lBiB(a(@^@yZHgb77pe~F)Xb_m)52dgRuiPP_t|KVxZw|?ovS#%6C8Kko;amE4UTlkb z<#_lV*_lZ*nbMV;v$SZJ@iwaQkprXN(RiYWHLJPkriB=gytm@m^J9_m>!d zax50c(?cEajovRz6&CV%`S$$L-nM9SR46i2$Fsm=DfVxM>-E5qf(nt%4Zy)2Ep}+V zUBOo08l!CE)H>Y}HXixYSAN`wnk3A|z7j z^N(OGGT)ib{^Y0CTeoGQ7^_;u47$i&fRZIpwd25AqtP$*h|Z>t>yW8C1n%op;k-mp zi7&NusU$fNGOPD+DA>W0XxoUE5iZ7)<=#Hy!iCP~K9V|nI@H!iMo2H6NXyb&*a+^- zu5_}Kx^e2&wW5PUopbr>mD_WR`5Jx<<(MRVQ?mnd8#Ljp*J+EF;HiU@?t0j0AGcXsFQTli!}d>a-9U#a-U z4k_4AQt9nDz27G{9=TzO6;m^#v_sO2+toDGjz;XKI-?hcdImaMnnHrS)m1G5$hhjL zlDn=uH}rmxrn5gWiTB`AtJBybSkX13r&CBU1$eP4; zFUAem_{s|q3<8W)toiKeSa{)XsysVbWRwjfmrhy7P9&fHP}fI4nmBTVVi6_x zj<^=cX&8S51O~yHRQj_H4emOo zPsw;$jrfN3D|Bs&l0gRN|HwY&T6PJRfmyO6m1uw+v8&B?sfQ|OT4PTPbe-;PX>E#x zNocGO50oZcEm5+gEUJ1*WJxF;CL7c<2fYtxNw~k5|H)hT3N39ecSyghmR1vmpZHdeRP|3TXoAYy0TTZqY z-G;E0tO!2Iab0fA#8THC=(BruhA$Bv8XPH+O+ysIp`}!+FmTv->I3~h|MT6?e>{4q zpQB-|oQ4fvCE`vSFKeUxQE#LzfV=bgZ@)TrcP1}@PY$#^|J1RLWK1|Re4ZZ$%lrl= zIwC|2(bNlS&mU9u4(%rJ{n! zDJVsBC19L`Rq#$*lnBE^gs=kJP{PKAmMZe=6rTiShWnY)_b=TYy`Pb6^|r*H|G=?h zy=ep4UxMl6N$}wrIs`BT8AfPoE;m=ODkj>t-PzvMl8l59Red9ZYKwGoEh@M%c?b1A zEr9*^AvF*oVT97@#K0k=r@I=BmjG*)ZL?%OSKJB~0z`>UoeMf^5IQn(^{FnudYP+= zL;$2^B0&O5Bpc8sv;>$2RN|3BOLJv#kRN}d=1`;Q=eU z^gnuxo$4#exKyhB;H`;E*Y2BAwlzhbdt&IZ;~k3gnb93%e5m|!8*^OG^jO#^Rpt0} zwq%J?$xI}|-5pI4ftu$Q(W%t(2UbEau;RWNadgaeIe{1wq9qYI+TA?dl^RG;PYhEi zg;^!G0W6d@fsIOv6dkcvASSFUhe1N0Vz@4aLsYwN#tm_`IraF2jD|#^-;BViJyLsD z0wvEZ1=}%cre&oc%V(4D(f-sYPxn7L*xjCpgosEbKRoUjcmCJq2=*epVts6NSZk0Z zV8yiGyR-Q6rLm>56*2hSQ0GT3474S~1k6rsMNj8?&t}%Hq4t&7{TF}n7dtvSws}Eg zPd$+tBm&05^vKEXk^4)RM&_1^mDexd?QM@eHq;T*@@NFQR?LUp)xx988Yo!H1M@E~ zPD0qNabRcWFf-(<_8V8HuHMO57Bt7ilV^I5^|u+S7Mi8dWg*Cjzz%%Sq_5SF%DDFc-QU{AW^_7Si4o7->JCmu@ z;86D3m4&z7TD*BHG(8>9<-*mPVabqW(k1)gC=%+=$v$O5e*-JmlR2pzl&@PAB!Ep+ z6QUXpRbwI9+=P97k)fgX6Q`3WPR9-nP*W2a#J~u)(8aLS&|T6i{n3Gq`oz3clkbeq zy>@xBY+^iwXNTI(9qlv_ktHA#lO9X|xCgdwT2u$th`4aF`_@$U-P@UkLiwj}k9D;~ z&L3`zsufN(p)L=sZYmXM-wd{DqxY4fd+w$RZWAF9Yf1DpCmu2ReztTkQ@EQc-p!O| zi@^I?`X8zD_4P`Wkq3IX)l**yMbv>g@Gv2!V+? zB<;Agn!#!}%%PU>aA(KSj;5iubSfl5a|VRlAcEV?cHbuH5rQW?-;v z9-l3~_U`@JC5t5Yb;KV#+0&km5i1%_6izOT_mucymr=X2bUOXwi!Z+L!V724oVjx4 z%IVXm8yC3i>4*p&&9SG>^v*11@5~j(=kqVUHrkR1AL~hLv1>q|&pM}AC>?r-;P5oC z1gW0;Z#)VXXrC$*1QkinL9cs@cVPz&=s80Wl#u4h|bX_tzE=ZV1%%aBL?w66lhQEYmSEpJCotn0;^(21gE89p9EHaos8pS(noKikRTFr7-dTYQ=N%p?TKuu zI-RY|=4%t#!kxv!bfvOrRr8X{5^EqV6gC(Vg(Q*y5+plWc2C#I?To715!Edw=t~T_ z#Wh+P34j>{fM8p&G}so>Ho%Ue)naf@l#ZsNCpy}OIul*Zv3OX7Nu}2roSJ&C0~MWW zl)dJTQsvE#c$TiacT3hY#oB9ECa>RJtXZ-pA|4y=Jvq=CQE3Rh=Bm&k_OLf~Pf)vy z-BrE&_OZLMFZ>c9OmyOK%k+Ftrg%G3v`5EtKYD9C7K!$^#lj8&gQttFJChZ)kV`ld ztk!`!3q5$r6I2cF2mn-*aASPo+ppZ1TB;I2e_QO?3xmCFag9fj{h1sI4;^k-{}EtU zbL1nB9iGqTuiVQn>L91B%jQqa>Q`Um2N2NMGW%|nBc?k*9FQaI$)`e{i>1_Ti5aG4ky ze0^i^h`WR@p6WY(s5M0B&`$)m4TJ>{57D`!?K2D6 zr8n;uYIN<+QhW1c?8%|tbi_clFrq_P0sw?4!3(UgA6kJ|kS(q&U`=IMSNxPc^kSMIvG0*7gJy)ZKJsM&D-7>6%4GESdJDtCO!^o6J}2h~U#lTAw~Q&>Rn;8(4AgIYjmlwJU3G zZr%~>zPG?#aX;&_(w2DmiPMLs7fTnfOqOlq;?>zmH2#UF4tJ*v0Tv=52+1B#l%p{q zA*g%|tZs3!832*IsyYTnsxgdAW&ZBfn>VM5l0{dNo_^%e@R61@hZr>^0y;qrBM_&Ci=l8JWv-sVr)yVOu0^)Q9ej zgi_V+Ay|q@S_l~qS@8rVl98sSaC=+4x4XH!E85fBbohwT(}R&P7>3ky&rc5Lu;00f ziiY1uOJG+1=+zP-S%CMmrSHCZ=k2kDs*Oz{dEt2H_X2j zFEQ;D!MXc!;)sBRh;}x`BtWrdXUdhua&56(o6DP1i~0F%aj{&;n^*#@G1O30kxU?) zgiVHIVpXNa%np~}|cC&I?zmyORiYA&uu_#9)Rw{+*l#xy)Iy#%$I*nKyNkGV8K~Alw zrkIz$t%XV-BD!7p4ZVN#`6CcW-3(~~Pv2TXZ_oYp_pjcZt(ua$n?uh(b>u_m`kLdy(D`nB@sJP*1kB7%TPFh$q5zM#Mta&cP=|c?bRWe4l35}XJ3Bl?v;lH8^Wu%^ zzx~P0$;GN*I@A(*;hEzfy3iYSBmy*}mUA?MesP{%MC}(YT-bBe?%LAQ(hD!VaPi{B zt5;2Hoc90#AOJ~3K~%4vI(4eifV)(AO-Yl0j+!u}m{8u!kGCgQDU?QU~-k$)l5*@4RvMottxovKbff!885O zf8glh&P13HB```*sLMxNg!nM=xP!x+22wMk07>SVO!0efjQ{w(sZ6mJA^Y@^*5{r) zdg@4PQ&<>o&lV|)5SK`i_UT5N8R`U56p5S82cTPAid+ZpnWb&9X@X^gWrJ;lX~}Zg zDix(I33Uk9#UO+vgpo*4I1EB?NPr>0APj{Ch5W&|t`5XIwb11;4T%; zVH9ekVoILO6kd93{FN({ONCmP`0POY&wl8{@S$|nKw@B!%uGZchrZV;9xU=37;`Nmc5GRZC{`)oQgy4w0jzl7fcq|eoVlY645JCdOf@0BdG-Md4PWf~|a`Ol1RK@95R)-`OfQgqg zRq+b_Tz-*~@X>|I#Z`{2*Q(#;6wZwnsiJ=dk>uXIIO3YTWL_#Hu z0sxwS40rW3d%vOf?PK@72kwB9K}yBZ1`I4qCckxS@f$zBes8A8Osxs=#OeNLpE%Oj z8jTVVNCafHyzAJ8%l4*$J>1zQCt?9ez^cX9#}~i*+O4bOxl+Z73G0!gouB#0>A}vX zu+TV-nSs0>3UsH{!!)N@Dx4@KfCM50VrfYpU#NWh;_X*1Pn2sI5pc9O^^qr!o ziWngsX!18TKkjoDg~~@W1TYz36krogxnPs5e2zTIa*cF zPe}@H8l5#+4Wi4Jq7?^p$*eOA8@o?h6M`_H1U7BFJ)Qmj8)I*bF67E~7_1Zh&7c18 zsWXGEQK8j%l~|@j_{_-Uvf>46{04zLAWMC~p#y87#;;tPdGXbolk;U}>}aB=&L4T^ z!lB-lXjB05s)2Q%&OHs;of+Zt8gSCstkjUbWQ;?8;$?l&ZMQ&=FU#F30^7`{C0R;b z^|Vg+_y98ykr09edPIp(mnHz!Tg~je2|69XYQHWSH6~tGYKSXvx=+V>w~G>)rMh1U zEEzK;^VQ4aKYnN8-h9=vYF$m@xhIZ2d*N_LDomjFBot#7SIli>)Xw9VE2%TF z^rk=1ma+R@^0@o+U=jr&5K3eY8`RPqk0v5Z*-EZZEmh>qd@h$SG&Mz1$*3Vnr>z{R zU=Lvhi+W(rRFH@^^HRmSbp8I{{rJYn{X(V6i4Z(-s`pbL8a~q16cOl79YpdLQ6TgR z@*c7|#p?JL8IeFDNCHU2!>z4Nrp@z$cIf5n5 z#0_+(4kDrVOq{rnLB4&%>mO?XE0F-1Kq7G1z?SAjI1rDDlM zM9`{%75AkhGibFV4PV)z7I!{^rXx_TIHXyOoQ4u~DOS<>62K*`M_uPf00J>AFl=Dh z5Mjdz8=*+Z2pdMoFv7wJ8zN*FAz_3KBP2-Gz>qU)PL+|C9CF@F9cL8ylq45s84Ljvo|yBBVq-+|!k|YNbpjTQXs(P@SA#Dpt&Nx+xY38KjDr zy-2Ea&+c-qPN?^bKRRV~=!Qu*$avAl6Ib#!A%6KzhX?}wB23Pl!Fr5|9xedi&vi^! zA>0S&-L6^p+q_R#FZQ{l=a1lj&I&;xSQ3{i=B1J8Z@qeRWIR_jDUR03{?rRk51$%r zjfcq9nL^*7qDP4N(D~!GXSo|#wR{%>86nZ$nuvvQX<;!}wn`?3~ zTyDQr9ND3r+8>TwFH-C}sLN64&L+PfW1TB{?&w49t_TJCzPC!b+A@rd?&*Zm>PGkO zoOXRgM*-EnZJ%15Z|AVqXRSlKJ1)WGIx@I~zx9r+Ie#T!$&|OIvVZ%^jaM&EE)_vA zcO}IqJ~;g0M+e%HVM9su`C_ZHpb`4^8oP0L;=1aA*g$w!W#B{D=aU>dwghPgwB|%@I zo2F@Y5@YTjRi_Yq3M&5j>Jp^F8b5+{`PjHF%dz_F{TJu8-vv~CWmH^2mu(}#AwY0< zcY?bU+}$;}ySux4aQEQW1ouGD#@*fh^*3wg&3mhR)vvCuTUD!W9oc7Z4YhiKt2&Jm z?exCnCC^RuOY7R1rjvW)mep|NHI};ewm65olXN-5!i*{vSU>}gGv+DiX-?K*?fJNC z*M%oX={M!km}-yEZNF&*?>A#;ajHAUkt6IfpP$OX;sEiRFmZXMcqWZey0ySh z0u6n4jXM15_>J%fZw1vndg0@tdG;V>vZ^xE1 z1jIk1!V-mxsxOJ2b{}TA1J(1fdy*Mp0HO%E^Baq)a-kUr`zAvSIs6&5v5Ji9@{y8a zNe!gwuo|$<#T(j-Khk}IFc&k0xN+!1M5Af54uluI@K#Aa6(PMv@P)+{L^1a{O22^E_vKmt>!`ELqB9c&_ z2SJCWXh~ncnfd%sU7X>-oX!}H$Nd-UeGpcW->+AQkPD82?3d4Q;Kc)ey4QWb$oV59 zU@JetJ>czXQ844r1#{2c+;HP7(NcRgy5jMa9!z>wx*DW*r1?azmypZ#&AW%B1y)Ql z?l)uJjROB2vzbcpdwop$yZE2kWwE>sG=-JyrSiD5^jy2=+Z{XzhXrPQvi@#oxh zMWWnqS3PYe8-EGYPDnN^n3ifP!{+vLR2|kbi3^xD>`=Zvwn+*(wmyPg*3N8GW5{IA zB#q{;!EbDq^SUIpLln3a0G34LpO8#@^bT=yeg0lMi)y{r$s)_^=w5qTBVpTh19@Yf z;-S#AAR+O}AsMt%Rm2muWcv}^HvUJVr1&C&IPB@r(F{453*i53}KFx;Dyl%gm<1i(z<&oDs2 zh~pf8H>SRa%jtPhuZ)ILNfk$t(BA9K>@i9Vye5u=sG^m#h2j8s=&H0ZLZV7u!}Kme z9xr`O?*cHmKyr^Tw)SjXq`Er>`Zt7}?!m;tviL!5QstvPGZPkr?zoy-E`O@`%NuZ| zf7)ykl_aWE^4#ZSqAL~z0U-Wdzx{kcOtSm#Y{`~|ZQ!|mzhu}4mR}f4p?>6YT*6t; zGeIvISP!KLqA0Su1rx+yzr1U1=Ct=|)h%$#{oTO8J#i55=zd);bk(Ip|EAM7!INZS zbYqv2)#z_Xv@AG;@Ks0Ww`-0Wu?rDY7CIt_jYXsD{o-27s!LmWdNdU%Ih)M2oB26u z1f_s`Ejc*@y7k4w(}a6d2QEI2r)taO-yR33+E;FSd#fHVh1|`><@)!|q52f1m=piuluO z5D5r*(1BH{?9bz;TxEuRzK0*Sl`7u?3xC4#skmBKywA^0_qLk3sD8(jgc1qFc=6R& zMc^(?jW#6lghA#vCYUBj2O9Veu|w}E1q|M zV*(b~+x63;hK7dz1GD%#c=1}O7Jd@nwX9)&Qo}I|7lq;65QrVU5TiL_*vIDL(5l9{ zFx!iXwYHv2Ah^aepKp(`0 z!dTc#gm|6K&Enmh;wEk%e=B!Jv#lhIZeU(4ZiEjg0#@g>Ylo0g{(MZDA3D6wl|tC8 zie3Y`#>un?nUh62iUZ%7(uGMkb3D~P4qNhal8GseVN6aM`Wg<|yE=u5*O?uiz@fcCGK>ZcVZGbX5{jm+rL zck&nSu7pR73{|CUikf-yqgCKUNGguJQSbU8p-THnvnbg?=rQUxq?-9-SQk?o^_$r_ zxdv793{jEL;ei+F%cj)c`GOwpZ5((i6rV?q2jnux^X->Iq05Z(C;;H)`}Y3lQ2_HQ zle2u=`|(imj8t2IdDyzcTKhG~roJ|8{ZS&Wt1oQ*+|t6mi=W_u(*lMD1BKH za=sGPAzFygIu<#H%0|Qr%FgN3O*v;wN-xvmMU&^0Fi{?05sr-b0d)(MAf@eZDzp$S zwB1M8_bvRL$~t~cIu5=K_LsAx`#xV5=A%6&AyU)D%n_2_v-Hy5sKwK^%+cKT0Cc|c>N2E) zY%5FFB;wAGXKkb4-p1+nT}n5(QH?CwI$AsrC=*1^b-`eqh%SdX&M}Qy9p=lUOT)M~ z-kkNvwJebyRK}RdDo%hXrt9*wr!+D~PB`EpO4HHD#_ z{avXSqB6vwJ|#27X2-~aOC~)mnm2XbJH0m>wAkN!aFMPRs&zCBVoCE|`{QNM{~h8qEj+9ZXX4b2(BO2U?0YCO?0j9~FX!^dyTVRZPss zkPS=mfJJ$`_Jg@-P(fRE5|H9UmJin(>J}>KCG7*JknbQLuixxg#ne9wUqw?_qWuqzD;U`M~;zINv`o`s_;B z!TDEtZ4Xa+WSA)oj)GTtxkLmLr#gE+i}ZEvPVAP$_JKOhP^JhO4XudDI)^YiFttgG z6We8>>)%S_aad*8xM*4ClqMY~OR`|Xm#E1>>CPnDs}Y#NP`WEV8;;_lFXWJN66ATu zT8g?)N*+7XhCY_E{Ah?H13v@RzR5ru=LylBYYn+cq3+pxoRB_eeQJKKQSgP<2vR5X zTaD#(DYe*-ZW()?Ti$zn@-=oZOdU&)R$tX9wI_j~XrK@#4FQ6Hh`ooS0O6ld00gsG zTuEIv&;t7TWhB9c&GD(N0++;&GI?;a8f7!&gRlaA)x={jC;q#L=s5teKUput^Agt$ zTc-FvoYnW?uwyc^VMKV=dkFMvaoD=Sgd?Z{)|ics4&kEDrYbd_fiFybnn}ikGHjXK z6%{H?gYh(k{U&o(vdXpUL6U(b#~+XmOsLM>&|~5Zc?zu*s^?RU`K@L7i)KdUB|n$k_W#qRGrY^ z(P*1+(gmL%_dnq7&F+I_FBFX2Osd5bM`hkZao`APF{m5HZD+H!M`su<%CRR9dx6%g zof4#QHF5a5${7lcB=J&lW>uAxX|_K&+*$^GK-rzT$&9pUi14IpX%vV`>zSkRpx?U_ zL?4^`gim0bsrR+^I6%lgmzz+?jn2Iy%~fT+?rm(Q?=j-i^H%WV*tGuL$;O0w)0+{z zx}|K@HEglfZ>S9nsppW#~(sW>-M66(mG zWentz;#u+Ua~OzWVX9__quMM0KD8$MK4{+9VLA?+-xBt##93OrdHc{nAUXuZ4{tt- zvB%P+U%M8dLiI!>n@~j&LO_5!SW>k=2j`^)61jJ-*i@& zt`p|iz;KamR7p_+L=iGPg~6h0=@MF^cw9J!F=~=iC3G)3pGoxD%0!4AK+|P2Fd8Xv z&|aUGom?8IvcQyD9VSz|2fb*GT*YBE5eL2KW^r#}x+zIu)|~N&k>>`6bdXnQ{S2>Z z`gG~JqTf&P5fKq!c+tN8wvCjWtAt{HbOHZ=HY@v?%QWB)YL!r*b?x=jzxlJKv6-u( zq2a1h(a+k+5EBt?U<30`=iS!5B+f{A^dS-$lr!WL7wuhe%kavHF%)ifl$)o9;IRjnEF*g3sNDx z0j~HeejjjjsWxRqkW;PW@fS2!&nQyD>d(b$@^MJ5&=zC%`>ICBVSx7!8l@$zz<-XN zlf-V?-Pvpi6V>9(O*6z$WTX0UHSxdNHdF zNh{1hs>!ORtG@Zf*L3C*tXK}OuLWQ7S_f>^(Pe)S_j2|919L)eE%(G$#bLg7F8LY+!4rd@EX-k0J!FWb}@PkjeVhRUxxMuKK{gb4+L_(DER*P~%&QVLQk zy8YMwXT1f1K1M-bu(bZWIY+aGWvLc=={xMb^}arDL*$~eb&(Qjii}Y7tvL*M-t3$n zY>i!q+9LX&9^k%#pwrq;r4FYS*L|7elZCna)6&`17GFDE44G8>mpM(vH_$f|*%9p9 z+gn0HLP-`(NJNGP;D0wtK6w(LqQio?{D4;V0K1icZ4<@C`#EiNrd$)6%=;VpiTESe zt77MXtAiYeKmLUwNdMcHp#c+IW$1T~X!!KUzW4zaG+$sCaM3rDb+IH}`@ZeDkZlNt zErX$+4gs&L|2dIDuPZY!xR3uc_J96qz8BZ#97O`Po6HmK{jDJH`CfID4QS2XOhG)oDc!zxLCI>~nQnl`MnK>yBbT z(eoHN%F8<1w^>s$Knjs_->m}e$aQ*NQk4#73oKCJ|Ly`q!+Rvi$J@KrIciSp!0_W= zRG)80?tNv!M@#@6jL^z$SKsRU><3{Lr--Q|4TZm+OY_-+$8E;cgXO>_v9*vA&<|62 zBk<^E3%B#-q_=!R>oFMkP{elETCNz&{+pI#c`k)fq0`yOVPDmN29Bf=eB+C z^~3(V0aI&?^-od1M|wG~tLvHG4?lOF90c(}QS*E#$Wrk9TTJX>vRuzA|5gba+?4nT z_V6B!oOrfo%~lG44{g{m2}glKrUmRUGcQI$hd?59sg0QBPP=*gh2C4ACBaXj+F+1A zIQuB{zF=eM-$>=L6Thl3;`0UsRe^~ZIqSOxts_Fz=>`-8u^?~~PthBL2s0-ERo?>@ zP#6rgxTSB-$ph{L^0)d4i~^u98Dd#I|H95BLEwY{UzE6;UYC^v0^HxG!G^hr9J=k7=$BxR=FZ$hw3u7s!mJjnK?~EywKQMI-FTDj2 zIQ)acBGX`yz$`41)BR!l0mjN%_xk*q{^vM;?zXN=mb|`~&12t+x!G#SFg^3`fY;Fn zx8oR0e9fxM-qbMRS{3uzpVBLl{1!sPjnq$j_e8EMrinSkuG3Mzzi~QU{P(Mdv>2zY zl*_)~@853a^-JeGKKv}cxB0#{U!7<5gl)w8Z!=4fqzmVRT)J1?V{xeto+p+3Hlktrz(m6GPX6k`iRe!rF6dbGR(# z3plqieBHtBYiFEqVc7rjKUe^iriaUq=ex8j2Nk@+ub;)=Ha{Msgx;wA`ksY|K69`W zKHpP*znvATJRLl?8Xm`6=F1G`cp$ex0oaIB!_v4Cx#6%fB@Ok2tKz;hZ@SAk{)5I* zTe%3Z3l`)czBVQwU-)r+2wBoJ@HSi?5d z%lRH0Qc39@NR=S=Ih`;E2%z2e40m$ePZZz=6!%(jTxXfqzfCNb!S)8J`<#E~zWwVP zHz){7|2I|eIn~?eu|aQk820vcc$c`RfvDfMvqpz|KEOq})1I zYaAm^W`4Y#46Q}@x>+7;NggmQP*+`_n>&oehFv&kFP9%NV7^4a@a%NJ)AbnF=kUW< zmwn0O)&*~SKMGs*&lB0Dk1;MAEGU57%(U-w%UX+&;PWdn;xVhWtl(1XKA1-VeCCIC znKZQ}P=i*M{Q8kUX^9Vh1EA_{7vYuqd)*|3AD2(e znL7kWEC7GSXF~K}ODQe;g$cnl)CDzC6w^hjd{2y&224)wnJIHug!AGwsuNqv{*B@A z9K#adI3Cg|d@vn}x5ICNa%_EC%>1em^K?5Sr7;9#lqzCO&AC=@ahb~1g*-Aiym_GC z9JkQK_%qQl*=CSY;OWmdB&I8N?${t>j;bxfBPwozsR#g|X`A}|+7hpC%)k~mvPeYX z%}|*7a#8>jy8XJtLn~woLnf>N?aZX4=|48X?iIwbCRX>zZBft(N$#aj-T#xLfxLOQ zroyy}DN{roQ#}OeP2#&E@9>f!7Zeob!TWeo^Z*9$dv$^1D`#E%d>_17(`8by8hxhL z$Q<9Eg7_NrX==M9fABTm`Tq{K$88}d*t)>vg<|<-_B+cCKHbbpcI-kszo(I50H*wS zI=tlk(#qp%`q3Jd2(Stty0zxL<8nO4Rx#hDZD`nv^%I&^x?0-GZqwwilL z11ENyT2eiaemB7IxVm{-m`NDiE8EMCE4CVP+AIW72a6li;#(6LIi@lHb>lO(Q@s zT{$`Af3C2q%pDVO6A1~q&E{nd064AN39)DDf+sAc(d1|VMqm@ACEI?E$Ki#XIrX8- zifD_q4CXN<9DHOneB_c6|C(+|+rEd_uVx2}KMqXn?Wd{1$K*j(wb$O^>vMM0)BTGXQv4hOJa3+PYx@fEII#EF%MAAXJm^Vn?TKPjWCqlhU^)V8H&9Ov4apfA8_Jp&>*iL1@(50VUYyBD z?ZO~TZS_uO-~w>e^TqC&XJ6vqdVjfl@I<$SN9YWQm2(N**z8H|i9Qs(k1r<>5x(6D z{ru?pv}}KFyLclOs?xxTU3@Cfd@1!rCa{_>Ds18>ffg72n}$%pv-S|g4h5xO z`4euocJ!81R?-X_fDfUR{0AB0aVTA1`+e`%D~bDfcvEOKxy?i)X90C1NwNkPX(9z&BS0Jsf)g&yiEF3lr-mXl= zX7rA1>=04}=i1z)r7kmx^_Nj6g9X^d*LN;qG|W)ZjX4cpk5?ZJyTUBZiYpUkr z)}d@s6j<;D8cv+`p@K@GTfHiW!}N@Oo%asbhYFszW(zme^iYpNE6MJqs9U`c8EvdM zecw+FH+|-N%b;r7&A)<;w~5)$(}Q|oW8YKALEXl3Wo_TALgB+O6G|6S*>@9MlY&+#7A-^b(%^yo8YW~S^Gt{=CmjM3jO%yjFNUTmsQ7eiecb@G-7bIy?T+_~L@XJ2a|O67J# zJW6XJ6l^JBz6W8^-Nem?iI%=xm&b!EP0_d_@1Co6dwE-v4fgW}*lVQD!5%#J1GP15 zeV?&9*s~yW@H2fG`eb;g7t=NP<&N6I1?gCS`S;3$Qzv=k@P=6*&u1UBrjkVw3h|?= z7~jlj!BH5F1_Cz{!VOQbVOSpdXH5h;=6#KdJ~pRR+3f;xuh-1)Jt-o-xs-UkBWLuY zgfJ{Z3zGn1FmBUP#-w3Akr6_M<1}yf_|l-0k4>Fvm6XIp%^Xd*Vs#)-h+?*&8@@)l zJV=Z#IM%yAEf9U|;7T;h(C^ZJDplwxUE_qN6$Q=rG4PBhBeZrtB(Oe(5&B;2DrW5zJ6&D3o%>6G|`-Zh65P2 zLL9iH6?D5?wp2IEsv8#rQo(d^cPN4wIbAX^m3KrgK$E|tr!nzQDvj`699c$CA;>0F zmLGdP$3OWWu18>0NJXI|JlgYDfXv^pmk;uk&jU)PYgkyc0>SzFjLmi~UTubnL<-o{ zVk(f-67IqUE^a36XggQClr<}nA7~mq_k$c7o=mlI6DKQSkSwYk#%B(#P^%wP<1w0^ zn2hc0n987Ot5z6v1ZeZgdc~L0}Uxm^G&@;AL?=Dasak)av(5v8$w!N*G>{ z9astosie*#i&`G8NN!e(GT08-_mXoHnvhKvr!~aI>PQ-v2lXfCHWBO zsX`}HEsQ{zRz{30x*jjnmvvni^9jlWy$c_lr(FZaG6wA=d)7)l=}L<}7t@!x(|7nSqH_&BB)@{Q%6De7_d2ODK0|C(J+PsvGBr8}(-?Y#hCJS>^!-#vl ze7q}7Y|4Vnt+3sf$($^e`If2<;vpVsBr>2pe2kSjF{~Y+w=Q%o65)ezfEJm#GlrdP ztSK$F;InU$DozslrRgMGwC!iOGUO`2U5WbN)hS|?vli_P^q_*%1A=TZvYPq%53B$v`Se6B80) z2)c5G$x-zmn!{L|y@J{`KO_O}-YA4p8W<`vE&bpUa4<;AU8zgpInMAkO{ml49K%r& zkFjtc!pDIY7~qoC32eGcVV&^Ry~J45RQh;QBCbWlTREabYCUqQ41(4KRvP zw1pU$Dp`?HcVbi#>RC;g?Y=f2A9@?<`6Hd(U+r!0iyt;NHqL)NF#FwPd_0w>$nv#v zhmyUoPpDpS1+d(A6*!R0Z=eDR(+HT`8RZ!)T^4M1S4yLyB@0!nYP2Q4yF_Y={s?Z+W*zle5x+~$cCmWen`?}fM3+mp}H#-Zg!P!oHM52I9ww$Mk zItuy(G@C?70IX2blJoPd{sC%Ve}qA=l3?`@{B+%_dqWd`Ca+9JjOhPC*h&&Is<{oy zd#-$L+H)JCfI91~?qU*m<%7@Co;IW7x;VU1C)84A&YAFCDMb@8A+t)v2-0#J;A^tL zKt~D=B2W=5U}gtI;^FV!4(WcA#Z>LAt(hS3uvC66(4!r*rRp-J=9RqLYuxXe+@W{* ze35}FdI3{w-sPhPn=0>ieNdU3tFZMwkJ1>xd zv3m_7s{l?wGgxU6@B_(+ZM}egqhLx#65934xwf0hm*YY^ekiV~qWK%=p_8MYp`sr; z#Bs{XLNaEOl6^v*xe9WCU~TB0O4vV?nlHsNBUS;>!ZA+Ph5X(g8ZTL|glP&6SkV8B zxuB{iMyepI_pVpY27OmlX!LmFYZ9giJj;(f-RzK9;gsSDpckRGM-?h#=Huw$kf2Et zzsRHlo}&qJMltBI8tQ-LrIGJ0eZI}~T@B@lpCbVm&Qz>M$}&9Pvc!L`gQ;hWA7B6% z)1+0@cS?0*uk0&&jpHOZU!Yi%#5r6jSgPYChCE1vD5az3sH{?u&@bW$tz5N#gGm_w_G!>SZfO5)7;7pxvnZ_)=-sNtb_HSm<$Y z^XQMf2xI08YB3uh>+mf!lfj6sYS;gwR>`4GC?#oBcWaIUc^Y(OK9V%6fo~l}l2i(+ zgaF70cUj-cmHkewXRUI5Z1=O%w!j7b{20J6E^pCM zxh>r2N1{6ZA(rfriaf-F`7UaScUxMfQ~Rb|&LP{7^9ppDxx~DyQ1$7d)f85gN|9Nj z4{MnF3~?KG=fo?^!{x>>sk-{d&!uPb&eBu#Ws3&JvgaXiI@(EwrMud3E5Qd-C$E+r z3JgYme(p|(unEqu0834r4v7TrTi$O*kgbj8HvmBWh1TNn zza;FUg(|v}X?i+zQON+LsNi*8KKIZZx7Hcu72g1*l1C}c_bLM$_-wM6Al%P@hmG&T zO*K_m20jJ&rjmR7^Zf4r^aUWM7^Z&tRvg``iWjg&Mgs>F{pbYmE8*Y}roUZ@n`;!R z3!7i5qIM=#9%E$}9#$UIROOD~T&}#nb04m?C#kQese?b-Zd^ay)Xl(>L6OUcHO&tj zHkFAvJxdp54N~j*3qqndEuDA8N@K1qvdAy`$Ck5$-$#fm^;6oP9$+owq{bZf{GlGX zFC5R2@Jf6>dlG@HXM7iG8CSxhdwR>r)oA@|&VH3EC@z=cMj&opnNvP$KU@Z^Jlz_u zRfC`E(hwXnl5gFPFU{whv`Y)F{?feil*ReH#0&ey?8!-BK$@Rm-7)p1K1C&4s_HY* z%U87}Y7_YBth_cZH=hVe5;7H-pLH4qwF|Z*-ce0+OA?Y7{-$3d)A4IphB{y8X)A?e zC(PwHil;+6n2Yn;#8FH_pw;^n^Pa6*eV|HJ8+BHUjVO)(^8731EnWltfDR@t^`_4^ z(6aWKpn^Q|1M}imF9zFq%-Xkf@+^Z??2tF9q7ANYbBGN=?G=Rhki+eiA*0{eYg=nM zbU@d?6&c)*OJ+!vE!*$A$KsR^=__=oKPj9HjU8K?VN|T$cp2%NtVLz`^d<5PxmrL; zrX}yZ(s>X~YRoD(AyXVcbgETsZ2AH;y!nu@VOlpM?{LtpqgYPK%$?>3~wR3zRYZb z>L^GlL)wYd;DQ{b3(M}iHp>_F$PUK`t&A>Uv@oYEs%NcZ3>W`opD`vj`*#1tuYMin zFx7SV&4GJJO^Hf<)k~lBPun-2b5WSPWAaO??{q#qV)-#9@e11YT`W%Njx*apSGW^_im{x9cFxSH?YYql2&6J}S6io>$I(k%-1=r?t#5)?#F!68zKdv0!;&QBG7%M z@fhDB5WL27_mJo!jFE=T6vC=2jk%!;HFy!eqw8Y6A$IU&Uz(QrH#UL^u1w7R?O4B3 zJ%*rBaa&HIr9o-_lY%8!I=6R6GANk3)NBs^U;Hk2ydo7hSjz_M&=gWM6MLjYU`e7**pqzScHfJ2lr zem&21)C>C@Fc$!Qu=wA{T`8sI@b6hAzQCVQwJh^vw)&a{PMbHYj2b(&7Hhr+(&0uA zKMZ!-#Z=wmsq`hre!txxr)L6UQiD+w3?WpjR{c>Y``u}bDq}LP;-CSsU4oX?knMlS zts)Z2-E@GkXq6sTNLU597KWy4`5?$8RZgn&Z4|n)4d;8PrfBib_<5&Q0!KgW*ZiF` z*Dqn^HZN9W=I(Fl2tF|@ds*x7YlQTiXRw)X`zfN|Pvu5A7ysp&4p5h+IKf!+heveo zOjhxD6ilp_1eFP9Wsywd9yCD;CJ9}AJocTG8+4R`r>yQxA3D!n#d#XX5s<+Bc;4r> zP;mU-_XK}i<>A0E-?Ka>wTk(^D({4kn!fzMg zabjSxIAnd;>FJjO_(G_mHPnt&%jB-$+mXP8CfK&y>MW{mu?nHF%xy(veH%ZE1$rBXr*7V%8dG zi2snxl24LC{I6teSgUXcds&r|3}2uJ>G>X3@ZXa<1gp9%wJsaLk6Wam!Ebm+(jzsA z#pKrmeU9g6Fh&)+DnrJ_ZXgP2=yMo7?V97P7Iw!@gPX>bP^-w=?ZGT|8Z2%$QU48j zcnhAg()5ByBMLP??DqM11es*_>$JBoN1R8Ypkge6`5Lj9>}eT%olGN(sX zYu(lDJrk(+7;;JdGJnnn<+JT-+gyhjyvk=Hf-6&BBR03!ynwfI^ZR9a=O~s9bLdJ! zuB)pXx9MQTl?~?!#>0{&!Rx<4e>QsjextW*b_MaxA5Yd)KOU16J;Xt*iS5*~kG!PF zy2mSf$QFW31U=r{?g}2{sOQ!7-(MyQ*Y#>d$I}LO5 z@I}ccPiiVK#4#{Z)>RnO)pTQC+h@X>%Yp#nc)`V`V07*P+*`p zaXkC(nd+&W?qf9~1l>4;5&NbHh9a2J$8_Mb3aXr4zjR;;3=fHFhL&@&XMSGO9bLJI3#6hktU2iwzci3cq|7((8zbY3Q@{r2m!3zLk{aN(Eh^TBB#f=~oZbH)oi`Ni{^D&ZXg~=E_J)jYV#i zDYWr@z0%y7!^|x4-wWwO`w!0lbc_+n4dx_;YZ`KooGRQDx1uH{xhZ4ZQWMtM@sI1= zl6qyfD_@7}*7Q*Dxm#+QqAtCjBGYnJzqvgh#sA%-c^d4DK^-(pF1`opcg%n(AtA@4 z11jtFSO&4?e-5SG-s{M6@*n0)U{xb1Ge45ZIhFq6(qnxpp@+GZyMV?)>`naVLwo^w z0S9IP$YfrMmq)2j5puGmb*;OcN@D&v_1Wx}tXTId{&;wN=ko1F>{2b%(z{lOsv!sM z6cs-pwHMGkF8z)(BN-vYw+!SjPAyj1+ry;Q*o#~JT%l!zndO1$kWv}J3It$+F&ez& zP6mYXB=n`Z7@^BRww7qL@R#VWVVG8wN2G_xJB{(MT;qX8=^jjGhDEBwoDnJ;sp0Z+ zZ0jj*YO|W0GIhflP4rwVWRe&LCON?u_t=s*dE;yuwy<3S$K3LI*(Q#7VWPy4J67hT4oj2`R^tAnwJFeWayCjXY?F>v2;#AHztk7(7xu$gc?Ko8fc7<<0s^IE~7qU_+=){H1qzfBmEvgrB6Kj+~ z2JyyU1B`2x`2bn3b24Z7%$S}-MxajRVx6xQ0#Fw=sG(|7*N3Q}|G@(A__oDVHJq|M zvKQ60t%*2?dsFI&R+SE5K4fl191Sgukpq-OO1MK5qhJgY(WDv{$m|H~^m;7+Z4id& z!c>c;i3*w=+8+&a)KnQY7_+u5^Rse%UKOtRJSY<7>D0CSog<(rFR9Y_0dK#?=|VDP zl6OG<=P!&KuUzUZM+csc8VvI0BhSiA@IN2LS_KC1K@( z!!lpHPt9a(s}jMIEDvQ1NlH(LwjK=WG=Hd(+Aj>R0j{6rQtxVFWp&(T{e{qg0k#@^ zoTy;MR9Ee9b@d+~6JJ|iJ$%2omy5D~onIujHKhKprRcaUqrdG>o#r^QRPy)|4@r8vOH%G!Vhkfo_Tdwj-u0xO!frBfV^{VrA)w%}F0x!0P z`l6P2-)VW=_IJau@lQb8xqNM^slS+vYWrKcw|6<-3$Fx>QDGm+lj&QL`OiCR1tcD@ zEP!Xp?`umaf-HjgWz9SSI>`V??g5;F9P22+&UddpZ`Vu=GfWto{pWH0Vu7JZef1c0 zg2tfoV{}s#fM`3=3-HniLO&k-&hrd!rNng&y9ToFL}&d z7;BqMRx}i%oEfVxp+DsH+s-$BmGPa5KdGBV7bED-)cO6DFx#9gOsTV&sAvNoodh!g zfrSDoxX|-Z>-c$Q`8JfE^B%)FsPk5lItmY~lyl}+Y5!mJ*~K8|eR#gxFSk)Mn*k<` zmFP*yY}F29h6%cMGUKm}rSQNW3hF(11JTcG#s}!*JAN#lS-nM>Aia> zAXW)&Bq)PPanC1&{1q>SX%UiZd~KONUi?NnI|Lt@mE}VX7~yu3IzuoD3l$iI2hYOP z{Zs`cFdR1L`&?uVH@M}I>Y2J`IavPqP8JU!P2D&V?m0K1T}KagCUy|$4GX|w7tJ>& zaBm%@Bz;$o5TRB%XO>#JINKD=beXzA$kwwZ=H^dpke4&?VSDZg+1^6H5}rXf_^X{H zlcztKfhEmn5cgXY_weoCUz=zU;ojOu$mQGo=5}Mlt5ENF-Boa|&s9u;|5c-bjVj(+ zlM6Tv)8%pLx7KS@*Ksgz*V7@3+F}aTGF~I}jj$*!&DjZ`F+|!(VpT(zHP(=T25XSD zlK7|FF!Q7_E~YEeA{V<8}oEBaG9(7U=5cEJcGtcT7L00Gmi+@)i8w}`mrS?6!ncA%1NH{ z&#y?DkqxT_#U8XT{_)bdB$TH(q7^O{_weVwc-{55sTkq0!nN$)WbR*T2tXl}uc@b8 z33nOXlqrha+DypaTrsw$ez8VCUY)2&9I{qMr+?P$7F;%Dq3O~LC3sQ(Z`kNjPfOlmlJdsV=OdR5;ij+!dmPwylJ=DgNY7lYF74WI%r%k^br8 zeI|$20P`+`^2SS=l`kbj>s|cI-Ky<-23K|eg^;I5se5>JOsyhuufxlgpW&{D<*FmS{$5W2~;ZVYaAzKBZcET&qg;?QGshDt8GHRwg`{L`@ndSC0>XDC1bzVo4 zM%;28gl-)at-ajXHV&2Agg)1+h1(5Sp@x?6FQ6aFedu(1MsY+J;+Y(C#hKR*AbuLh3$lwlzDE&m5$ zk*GWaALkI*)xG(3&q}mSr^h6RHR81dagq6^`N%PRwnC_m?FsjEl8?KB*e0-cBx#+B z;uWQUkWrtCbRL|}@*wONgEp*bJN(i8{78X-~ZnG?D?>tcAqn6&fuN*%xL`Kj?}P99FS5T z`G<$}6J2&Gc!y~4ryb}abB!bpDLgA3LzP2XzjX|v=g^!z*o>~u2|vpTPgqkz*oQr4 zrkEUC@7H(E_dBNwCqr%l;`%1zNvQCM;&KAxmY+Ao3_+wcCG{|99)`Y%;7Px z^T6$Ped>qcv}`8%s1~^*^$Do{(Mo@u$xvfzj(r z_ebwf`7aqFpL6=g_Yapx@XNPsb+3B4kg$2rFY$pp_fuygmBsEG1^>n2`e+`fSRRb& zhE0_?_7g9eo+9%rRH6jSe8xhUqFCf%^MY}|i`8|=n#NP=(~h+UZx|re1?RJUS3!>Y zFLDw5A;|@teA?an4^YN!m&+Q8{q3Q!h(L@=wL&F%*h3m?ob>E-YZ2Q+lbMWZ$P9`N zF1@bpDByK@@i7$;p9&{Q*8*siJfqwGs%%@;IIq?36c8&ZI=(TE-4h?mr#4Jq{+h(v zj{C0_4q%z8)NR0inRBu1`jRBw^2x!{4p99@x)EcjG1|yaHY(&(hu_?0AAkj$}+s zjm+pSZTuC`%lWS?3X_1G+wV~iHJ*Kfol6}uCjEKsJ*e19yyu>kW z6rP3?8>8o~#-Ku!+FWL6K{f`v;Ne_&FDk~CbH^?Im(-3p#RX34KBJ4p6|qW;p-~U6 z-P`IZzy0k^&}fUHklI7nJ*jxHNzKMe;F3gfn;ugf%=q_ma8k5L7DJQJ?u17=UW(Te ziji0^F#`z3hbdAZ=6>C1@#R+BfRpVl@v;%3$o0Eh`^jsjPJ2Vp==Smkd02)?cMNljnTR&c5TOMaEB<9`n zFm8#4C=!n4eKJkY7~R_zf2w6E^>#A-0-%JL)Qj;eovxUY`@UR|TsnJ|-8U~)D)bPT z>+g*1bH9~&yZ)BC-#8ju7;o?T1@zx7LN=|L|MuBH?Y=_=aWs^5bs+>P6O{jBiB`NY+*8cECO6X|t>n@yl6wvTF1RM=W% za?l&Ynt$_&Iyhl~0?>aCDa3N~uwdYMs6w*-o~+mbn&ax=|_oc*P4=PvXL8MH~<$K5?M7EW3OdJ-BL6FKC+eF zMGxs8IEc_?<>XLJ-M+s+lbR3`T8Z>b3}Y2$_TxXwa8a5jH~U+Lbpu~q^qF+>H!?T6 zbYQA3IgdNZ{il6pA8WFdG&c-` zpKdu}<{lHaSCD?!hHlxVV&~BZY|~LUSCxO|3tK?snVin zEYSX?SL#^Fr2F}Xy8SotRidRmROEMat$~;c3Y>8@33-!IpjxUZwNCzz4b@~R3ciYt zN+rs`eiHGdzNjeE0xm}nW5jvp-OroPu75*Yfq}PJxYFydt(QK}mBv1ObXfS>fDKr! znh*oRWuJk+iwsUbeNF~jn;pi4!W&*-xS{Q2tPBEcrb*vfwLsyE|V&% z(sHl(m&rU4gf0SxVQTn?dKSer!!>k;H2-cwt7%B(EA&^u3_i?!Bz{D>Mx&M|G;0zI zv%e2NDM-i)epgyWue=(9hCjs;o%r@hk|)I8WT7cUt4dYCROr7pL@%vRRGP(DuS4^k z@sW<3Zrxp2F;$!pkHp&Xl{4IYg|DmzosUA@)tp8auItbEw;y_3x$z*6jiwz+krV%v z#+*J`XQ#S;sscjQxM8#qp_ESy(UFSNiy7=PN-#bYPg!DtF%Rkb?NJM&w@8w-6iK40 ziu8;9)g=N!O#wxIF`=*Fz5J0#`3bu@1pX9E-MG%5f|3z_acr`NUAu!aIw=~uPX}*auOU5#85zKJV9l_V&s-D28{j_?^CPJ&XM2bJL^rYwmo_>i;T!j^`p$s{AUK z_m^aI<1PCE%bmxF%WWafZnDl+m~E>uAVpet&EK-YUp{beo_eD(+QiQ4 zc=}1LiVtH+yb@(WR*rkK70&|*@s}}bz{>C6^7{BqiCbWv1_bqj;PIrQg#SWebc3r2 zTYZ5d&gqv9c^=3scj_9>{;*)X<4hihRdxdf;b-y(5R`k%h7jIb+|HV)GZ;?hzWheF zr;~3d%Y%HMMo~)Hr-V}9LMU`Nn7d@ec5?EJ(3py%G=I_h+JC1e@RcnEn_gT25)GID zSilB1L>)4D#PB&-ZkvSm$G_k4T;(eN?@XOoa~#+ko@Fh=NUY0{O#hxV-fvq(>eq3C`Esjb*!6r{kc7`)9QSk3fFz~C zjZ&z}W9i)ZNcFWd6g zey@xne4oYt&7KP@nZihv-3D*p2> z3T;C+xXvC$3{CJzKgbu6@k)t<|xM$52Eo4g>p}rH*J7OS3%N zugYc=gC@u6%d4=oo33A0m;NqhYA_BtFX5(mCu7JOZiE%F6?Ums2kE6&_63Q~3z|ha zyE!JQEHn{hL|??PFgc>t5y$jj5YFhtVnwrMUVMEKI59hBy3RNf27Jbbu4a^Y9jR>E z&p6XqAG5_Ud@lYMTZ!{u=U3m-HIy`^S5`lPIEG!10YH{j;q(dH(|~E2fb#TT3A`T zP|I#uBn}kEZU8g@^P-vaX}5k055d_r1PtGn*2IBSg+7PxnD`d>-}Kl$x8j0nj5!SM zcB?==^R|+0`f_|AyS2ZmYp|HsUn}3LCEOnc1>1PH=(8R?I(~V@Yq{5{U=(m4{RKR~ zUW&MxRODMgu-r6<_$v4Ri;{jgFB3cjtc@n>L%to8YHf=B`(oA|tt zjWDrjUmgWsAnQkc@Q}gqz<815JfHBOh=nclCa!WEZF_Uh2kgoJ_M39f<*@su^fBlB zd8~c9u_P{}{E-?T_`)>B--kDY7`MSgXg3w~+7=4^(9AeZ3WICoprdB0iAlN0#g%Y! z=nSF7ML+1V@xq5qaPolSE3m`5pI8wIk^FN))F9LWYvy2kv*7!P1)7~>W`^^k9{H%8 zT@O}&rMf1!mv`2YW7{p5e&X&~ZiyYSe7c+TaDQdu%(k5&lV>P^ zQ>vrP69&D~;UYHRpZC(e1D=A8mr~LlA<6?%>YgylmM)8cwM5HE}PE2NH` zUvFw>(sf-xNS37`>POI9MtngJBR%VBMM?2?`15r2)F~?&e1td~XB0Y!JeAPw8$I&? z1Vx${5Gm!;Q}TM6*#e36t%(n%J*ONYt*TW7NMVJa;^GxO5RFy0TDtcyH{Yrn)I8gQ zmi;LTJT0)7-BDN&#Z1Y;gP}KFBd*{Ta<9Ek90o@k<=CY|T`){|I`D& zz95atSlu3}#AS9(3(%=nuVm#II_Qe&8BkDZCgyNp5C?Zw3*a+l<~VY%iA(nMic<`h zB=-1CT7QhH_Gnn!tzO1xbB0Jc<#Q2YQ#|=YvEW_7^?$4~DTp_kj&xVS0 z;{PpY1S~l+q zcKT>WVh-yL!Z-sVeNiTbVEFzZWhUuplcFiZ>Q)+F4g>XmpSZ>2 zPs=wLdrHpLo2%>RLXLZ0tStz_-!&6l{p7PI3wdL%#se9XWO>jw{nut)rUN8b8&EYE zUkBuFqnkW)T6+>P`;KbU5E9j_x>E*<)9M;kmYj)o@^q>D($k& zEiVPwdDym+RGKknLNS{LBCzY^k;oz0=ZYBXd6o4mJ@tfp6r*2J#<}!UD85mZ5#iGs zw^gs|!wKT4b}_xiPmpBSG?~sn=Fb9;U(5`@G?NdN*r~gZW&6Au2+)aTvd$Z?u+Q=| z2o^^gJmT}$C|-PHk)z!oFA28eo2vOHBUaUGXx9JjB6jd4io*k##Mvxh6^uo%B7wBv zXVHv=s)gXK{m)bAjBRhbFS%jtTqm}hS?KTbp3>X-h0+)Pm)vqY{ZicSa{v8p&Uh`Dw9uj;CAM_f$ z4~1kvKbI0CJgSHrqBQmF2*{|-BJmeD^VG=9lql`t3(9z=9g?5Y2n;O)qqBX0IP&*e zgsTqgra?i$M$D3vM*P084Xs5tu1>)F=USn?Jze-_lO1b8)2XzcN`yh^4rx87WtKqy z&s_xYgLju9@8VhRLIE)5@H(A;ok>W4WEWPygk5iJ1A}c63=?rp4dhK5IcT8JfX%Hb}&7A>hjTYvmSoAOR80f*0M3^eabTXTY z6TmMPQt79&%~hk5Z$!s99doYu1@kuF3z>Rg`sB~{_|3b$hi%57R# ztXwDiO|!A`_2w8k3o~-UE6^k(p(Xc9WOX#y@iM@wYOG(${`}qftE`5-BRN-(HS!o+ z)z(n&e00G~Nq9;5_sQq<Ph~5+Uv;1N#*}zC*=D4d0ti%Q_vp13izT8$L!D zh!lWBlLI$$dhBl$`6nRj3*-siL5njHr!h%9RpZ}R|3zInF-<&v6*|;MZ1)lht-`-| zX0Jy-s!hL-K*t%;sZO+)fy;p%D@oXhxy<8CRU4}|u(1 zU7=n3tj^Sssne$yKPt$%L%YI3QLcJv7q-=rcGed{&NdEZ2Gx7YCx32tu&VHZF?Z>& z3{+5vKV9in3HgOZ+P)$3UE(U={ib7Z$pbS3#hdhWzI;8)7w8uDeyB8l2hTWu>7f#W z@95q+F^l-GknpjTu2~NYpXV7ZJKK3UdUbNJAC95xH-$qpgAR64K;;_HzWE+1R(F{)2 z!y8+Re3X2CY%E>)pMd8Cvph1%;&%kTe10yMvd`yzdGrXu(iw)sBg1haw=XUtMT`^= z*Z3w*8J3|bI{*cT5s?66OGcuKo1qmx2;>#eFwq1}7!JXcV>g;J5H((gSKX>gw^_T| z(iEcCB}~ackbVKEmp2rpnE-NhLy>!D@in$#vd}MdEnJ0r@d$z$W!IU@(O~*DtLf@l zT_h@s#Dp=JbD3Nf>X1%9esEM6apmEhx*h3s9k1#NhL?2h+x+;WGtP&q-qKh96pYK- zX!66MPHkMqiBU5svv^P_o-os}!k!)P>q#|MOS~3RQ)q)cY;$D=Svii)oM?Uu&54bu zxhIfIxNSb>J+Vi>;nlA11Uw1kHgffgr1tvL69`*YEnVdG!E1AcKl@j*%;smD^0=Ju zPWQ*blJU>?Jesbj2@;U~WY43`ntS)-2;P6u%CnKNmJ~i*`F%)J1!aoc54RX%3f=5^ zz*0y*YOa7Wmkl&sRwO`us!ByiRf^S1^p_p)yXKb)dU97nf$O!R-*KXC23RkUV1-d5 zzn)K$W2Y6T)BdVi#*au7qFFD8QO~JjbFzOJQ!!Fc5zRQcyD3*e>C$9_9+HGmPKB=Z z{lp@-?*1rdDJ!EVT)YDT5D_k5Yy%?3DBvQES!RDgpmK z-L3cEVI*FQ^MGK=#%A_8%icE*(VL(|pGz*=%dH2BZC>>QKjbf4Tl@zRul7W`K2Sj_ zh;}R2cT3Izees_+GSri{Y+d~-{}nAJ*!S$ub`bpX*}~x@M|(svW7H^3tRIR@(0s-C zO;g30P1nDNc8BS>N*wuUvEw4dRwIAq$eqcdO_vyKwRWY0gj9n8FjxZlvAvXQ5-+3g z3r?#nG?2qIFz2W)p9}i`ICxKh9bQ6yoQu`pR$ENDDn$Po26PS4ow0rdEuQv@uf3oV zPS#~owYg?a;VxF8EjP$fqrzP8ITdB+70GevhdBF_n!nQXU`e5Bj74;|cFTDgPRX?J_)gWTm+{^=Q6(?I)mO6jg15;I@zv)#sTMBUXRNvmtLT~*TG3*2Lqq~ zs7t42cxF^uR#a+cFbuxVny`~S5XtyB=KXc-h(P|Jo}Db$e3QLfJ}(93$sL3y@&Zt~ z@-foi4$OpLJHoY^1u^U}+9+D63tfYxXSlk$Y+-YT|Z%d9g-?- ztd#3>@P!1;&Tl)EeLwazLpz^0P0wt#EWTfgM(fLYwK?K1tajn9} zDYaDN%BgBf@as&(-(e$D3EiCl1t^Eu*;UReQzG9aeF`0E4)qX`eXgz?s_}lYY1NrD zwy-a2Q(tbbvMIoFI{*Ap*P<3DnjcoGQ`Iy`lTL8nn49hFy)ZX(jtkc$u=lZL^iHv+ z+}q#&w$So1E&qA5IY>`J9kAzL8!)j&SZ~OawZZcFj2oNBwAf1dKR6#bJcu$;;GbSj zt3ADlM0)#WKr*S-sbJd3H`aE+jRoX7J(|6;e;n^`$&VRFjflMXy&1H9=eh<3&qsEf zHTO;CrhkaeE>piWdDluCz^lQO-8>j249W<1elp3VNp<;%Ts zfG3{>7(MF#6Fr6pVIkrnp08I+M~B;b&{=ep7L(Eu@$D<$!b6Hv%%v?)(cpb0rU%+^ z#XrPE4D{@{K@00nO-=T#c}C_L_eSlID{_?Yy@{T9b)q@HLL?rM!XH&`^N?2LGr`h9 zZGl3F`f{qqW@6gSLN_yY41MV@lorr4M2mIzUK zvcjmTmSNY{X!|G09TxW67nVi+IrsY#E)MxvFhaKMV<;o)#z#z4p%FdkJf#v|79y6K z`~&T=nGS`vu&%8s6i1Nc{Zw`hzO=IyA+%R*_2GKe@f z{(Y@h@N+Hj#raa#=gzkU^2#}&>}_UI4TOk0lPTu)n2Q1)_eOPsfrc8$lv{!jx)}DA^{vXx|~!K?k%d9ZkOM% zM}tGd%fr*XZn9I1wmocxAJzg2^-mT~->|rqj11~!;wB;^OaG?0MMS*Hy{8tKwgOl@ zHM&+oa;`sINPDJ%W_BRHmgPD**DBbd(k$1r-$AsvnKM0`c6^5x2chjTk}--B3m;M6 z(S(AeEB*KS$K49gkHeJMK7eVNoOWByj%#gQqt%(eE}q6kKF>QocFqGItS_G`A2;3r zpKmY0Z8CVgOoH2iU8gO13tkn7$ttW zrd4Kfrkz?6zdV9tAM$8MZss@b1e!B{ukw&|J-4SPh1-)E1Iem@z0PhuVxlTSULfPi zfnK=gP0TjPERaiiTVvW`3|Jnn$DpO6e{=;r*0a}cGRgTzK!ATXfvVy5izZ9Uz~Ass z3deGXy*eGPE2~TBtaz7@aND$vzSQJIZ|)+!N41LY?)2fuMee2F)US{Ghfu_81RTMW zwfDwLpBedp9c-58n#$LXjIG}L+V{2Y_S+Sf_vzp#3x_}Qj{#2}B2QC+ehco#S3*-A z#}SSTIk~=1lPrN3Tf*L_Q0@;!ziAroVYfbljXOaJ`C#^gvqj7W0Q#hT;c=N>w&%Qc z4wRHL9&5T3BoD1wnjlpfsD&282CtcTci6bAlaJT&UziLA!lVZ;PDUI=dZiS{XiCx# zakKZu`}gLF8(U~ZxOHNNn`uiyUPfbl4VFLtWE9q+7vim%tKT*?)8a93@@?hlI>c(+ zD0${$rJ6Z8{7H&W(|6p8AF6;U>}W>ar#PsaKyWc@2IKrOR2rCS0xdO9m#g`nhMlhx z&Tr4guhCP)6~D7G=6-&FdDeX-e%B4BD@7KV}aBp z99-H0!a^+cMmb`t<1@>mz|s_V0Y-E@*<#raZq$wkyp|zm#<4wv25dw)ga)0KA!^(Z zNn|)Zx;-$f?66>32Q}&&RM)^va7cb!U6>}J5SvKDa(zEwxC*oB4k3M`yHD?rXKvTK za^MlXa=;2n;K7WF@5`_Aah}f)kFCcrny$Tbukqpl@W`Yo|Ghcq*T9y;$*hIKli2R7 zcoN?}4xgzfbY{%|!er#e#vkuv@uR+7dLmLw4lTtLHrvX#&ju;x1w~|rQ~&Vb?U3Zc zY0tAxNc{vBtA>RB?^cnCvyyy+f~tT&ZPQ08bNY^Q>~J%Y`o%j7LtR504Cm2fu&-T9z4%XU63rE$Fig zH`Ps}RZ3$9Fn0yctrk2y1fzb&Tl>G-i@eD0Dm-`?b{ROjK$rCw7VoQ)CI2_|z^AuFr2nW3v%1EVbzE~zJl!mKeJGO89l za82u$QJ+T>v5l5b0&eCyv)DYj>DyPy=?ii1mYi|$ar*92)CPRWZ+Uo~I}GzyZ+!M> z`@cSZZfdJ##Xk#)+{I1#ZySo-KY=)cGBmojQ%Rm?OE>Rw^8dF@jF{;jB`gagwCG7@ zMy_h!6`4oO@p<(fKT0G;c(qz`Y)#En_+oJlR-;9HBYNe-^rl6%5&rdt|Eyd6@)Lob zijlhz$1DzEwqAy@ovaNL&7T&F<~Xe=K1;YD@yWAQ?kt{|ISyg%^m<O+hDwe~`q8@d6W~6OV zdUM2rpiY%|A?>fF$|R%5n-B;-cg@P6*Vw}fvWA~y&Tq??>%brNHS(N(yV1svlkw{> zvAYa6#Vqy|f*$+s$HR{|^~cS}@)pol6bI~iI)$A~3B5aL>iUpvexJ8P*8^<;hoiwmU=b78 zuK$g8PoX%2XPx{zid`kA$!ug(ZD~d{(ihSPNB@ds4#Zd;Av`cS4{Xn+a0qx(;0sdD zVydEiz4*K^c$c;vys0aVk1I|v(E~#=z9E27 zz*WqKY9IM17~Z)B!MP*Rwr)MW9Bc`8?)AAXbu%w3(gZUn5a@F_M^hq&@C$VRakc&; zbW@@C(B;RQvEZ~3UB1!gW4%cC^LcG685e2$>*$ckq15N@(&o)Vw|C#v+o&ovlIg!+dg?yY2tj*C>0p|d z#GuGi$*22L6fxe3|7vaEoAK7$S&zEo)y!3Lzzvb{(*=p&t-SG#K#Nii^rpu#L-+0I z*82qu==%FW@})lE#$(mx)?-zZnwDCu2imbKm!_RKu*10(E@ zXw?rhA5+jGRvmpPoScOJ0B}2xaOESfcUY8*{mj!$5rV=Ulm}Z^$N($Yl#SPBQ)+-s~L_DZUr@ zJWBsKA@j}K^82;wb+PV^_a9-@IHB*&&IOW+zglOcrla^5<@6@P(*4fYiE#L{GYW^Q zWDfcJ5`mMB2qFC_o7NVU@rJql@3H^TQZP|1sg|UN5Im7@kj_s>P&IBMzJG^66cwFA zoM_u`mPLyg2WuBf3v8yvi4nc}2hASpl(@=GxZ96IjjtOGU^p)1AubUP=Gjb6!X2`W zqd5UVWBnZt!01D>otvBF3qf0+R1tJ|;`y0~cl<`nX8w8*yovFc{K3Dj|A7He)J2PEFvU(sSyY+{^d0v>e*waUzNqkardBxT{SFeG zZ5&cn6j1v!9~cx`k>UVo$~Z!e5Hxtw3dw*}QdS5nBBC-RP2Y@vtxzy#CU5;`y=HUX zVx*^OBRfg*L&=jHa-~7rabG!#2KUW*OPrp-EPZEke9bX{Wv>IS7i8G3Ey zlz}?8aCQ5VE3y$YP5-*bT)pWlp`tW2HPI1M%tLxJiuSJxOH7Lmv;5=dm;UjB1YKYV zZP`px-%zRkVnn6(*XDR+lt*cE|B`MDbTJ4R-Qtn(#iwz%c9ehImXOCYEP*#0&ISbY zC`bK=&Rqf*0fvY?U2g;0RXFg651=<8p3hNCIhro0ha-{B(`1fAK&wlc|5A-%%cjri z!}%J^6!dV=Yj_YusbLuH`Dc(id=Uf8WPGkwRS09bWfP@%1+;wUbOHs9mHDsr4YL7$ z_UQ)mA{z0kyf#=mbPZFY#9AfkuNCz8y!~o<&9R!lDqv8e3n3IMWt7I57qj|TXlSD4 zA4qfQduc|>Y4!^bm*5plVD!r@fpI~lRrsl3zBbaZZ!<#fiB`fMM8fsG_rjMH6vZ@@FVfo2a4L z;`N~plek~oyt**%0=C{Tvp+fqemXZCn!+gjUoBku?;_S_dknqj!)N~?(l+N|oYPIB zOt~A@mr)5}u_<>#CH`&bp!dDnW}#rE!NcTFsRe{q!nfIBQ?HiI#7cprAhQsdDlx%z zg7X!2m6)6-%#PA*JsXldn?-$DA1^SJi7_VSCiQT4Bvao+BON7Kw8w8LUSdZ(PvbRq z14c2KDeX`LXDE^VagphO^gZ-^-D>b6vppBk3GBi7Bg6`Gi1(pGr4F*z;c2&4Q)!#$ z5(9F1c%&gg=_l3KBi^c7nwkmxSE$&u!wAYOjU@-G`AN(QYLmBQ=JA-B+&r0k*o=Y7Y;Od8YYwSN-6GXUMBc(DLZ!P~^T?`oG!$NOk*( zo;-Xu@gnOxaX*tth2$bvI|L*gRnUg(og{EJ5imfJeCw){4wqvNaywkE0fIUa?5*7< zS!}a1cy0e}G?`dj9&F}jzaWYAdkoYy@w)jPO!t#3>@n&$I0Z2>Hyt5m%tk2~1Y<*x z)sqrbSm58xn7%M_fdvM6QM0ADXetwEpi)mszuK~`ql!v9@bMT zv-;2E;G#fPrLkW*vZjE{Z>+^zqEDmXk-e)}5h$D@i6G2O>_DzAe!vx+`=G75Sy|_g zS{@gz zbt7OO)*RLO5TtLq|(VJ{8wz_lPg_!m}6pBnwLsaZ(0g>Ee75_6q_y* z!o&Wy=*D0yC`@iTZqwt%Li+->Fgq-o+E;=Xtu)ngn7-R@g&kA@K}sHuFr%i9LYUhK zi3asm5`AVd@k5SIIc^UZAQh)Pr98z0o%2S{97ieNcXGzWntGkW_<#5 z`M$}ZMIXIZ2peC6=Q8zQ^ut0IMMzb#Kx#jXh6(3972^DtZl|aUrQ+|*Qt{Z zi#o0_!Q*hGNJFaJ8Zh+_lZ0noAG(LWQhZ?n2^$h8R)d1}5DgV;|Cr~j({0U!+4NPj z`sC^EM&cLPKE{uGDKCJZl@z;edJ+;+ndGXu#ZO8mE@$FELAt?O%Pcg6bRAT zZNEHZN`+E2IiS)4{7jN6Tg7~RXQ1Cl&AU1m14clQ?CYrCT(XzZW9zotjN+dpGC74j zb80fH{&%VO=2IS#+X$uw@x43h{DP=wy|-A{k~oDHvrE+KOdJcGbZS;oG%-ys&h9_@ zAoAZl&w>OPB3TG(sjQ&|6}`|@=BDhc;G~<`A>oCifk4Z3R~Lbl-C$fQu>zi!*r={J z^d%F5M-ai-zWL8U1krDU3NABE1QC{zuT1^-X+pw$OEz)|Ki&Uzx`R}vKOHZ}cPlGu zKDri#4^c8Plh6)Sv8td7v|uDpgAnu@wN4%MfAObiO)r9~)tVNY?Hp4VPxJ#9TRawL z`AHEp%Jg8Xcp2#3E#N3EKqEwxM%^M0e21Is(5-l+JXik0&p(2)$0kNrtVMj!o0ewH z7PtmM>uR_(fg)2?=#n}a;W`Uk1EBR)e0kPrt0Y6ab4iQ%Ocxi^tS@q7_JJ9%((=|@ z^aFnm_(>jhy_ z@X?rJQTwYvvf^#JU$Md;k!<_VUsBx!SxW9lkv&LiYHH%^`_dBV%%T3~@mOs%te#D@ z8U=fDSR(?%APuw#nc>t#cdP_gQ|e?9ZB_Le7M*xi$mWQG3{Q`ZY+-A;@i`dO=K+8e zo3Y9Zv^q^&)iU03G5`#v({U>kTQr8kDsn$2pnQ~eM>E=tERMRUzM{FNZD2y@&|(Uk zOwPv6CeFFiSu3DMGwotqsnvPOM73?ZIWiGnRR{K>>G_)Bk8KQ#P==yBv4yNgTzQ@w z2mQ{i;hU3)#i>P&reiPuaa;BlIcRv@DAY}76?00EXJ7N; zA~c{GDi{aB$uUwUxAjpj1nHr+Q9^V7gY#iuXJ%IkHKrr4PT(Z zPv3vc+P;$Ff)iiX#l+s9JZYMmz%bg%l3K*dbim2y zlKo_l{u=I_KtCx<+hC#nf2PIWVq>Rh<{ZcjDB6U)7H?%AP2fa)h8H~?Qp<@|B_~@y z0kcl=yYB5Bx*VEwg}v_0{4KTDrNuJi_=029>#jUYG6PB8Ne9jHIpABzoWoajo`Oc%LfjdKBr#Fb?D$d<8 zvDCS79hS!Aq3AK8I#Du!VB2s*V^u3xe9V54P*LHyp@mC_c*qgW8a*;WhH+4$V>XfA zG!u5D=sXqpkD8*YV;U^?*1N{BN&L6*-`x(rQ5xi9f&LFIGTm>>UW3paKXJPr5?}Lb z?X$ntM#T&4ml5g+^lx-5%xbUDeJ&70zoCc}WSBEwjIISXtql*@u$ATj*`7Tda1N1? zCz_Ba;0+!052*Cmeq}HqgkZynHN?epB-;%GSA-x~%z!pGdAR-J?ah4GtG=nG@|!VG=XTBYk5`57kZXD{)pmAV#KzN~>JLMcrX*0y zFO##h(FpXh>}V}J>6gRa?MXcdKw0&fC_I-^31QF#R1R=gM|MFNX3sE?k9=6_$xk%5 zA1sEcqp3MXDlqKSNrguDhDP;L_V%kLrS&%_49H>Gl3_&mEBjrJCOf{0DF05Wupo%K zyN-0tG;FYY#enZ(jd~X@o%cLuu>DbpL&t8YZ#ZWlE=Sbfg~ynz%Dl~jo8(&L00o9Vx{HJ3Xe0pX7`bi9V zj)A(hoW+(Gyv859zC*t^-p=~8WuqY?9Op zY-=iMqe>Knq+pCwT&1p;#o|lj1J-Z>*r}`~UrG8>I{t;BI8?-boSrXy8iAbDB?P6b zR>Ck9lHu!hAt`YZ&zZU3;`0ernR@LjvvEMr&-Rx!<<6>Eed1r(4!66eQp1y(J7B=v zuYuL-N^o1+cr=Xo4leQulf4w`9qIvjc!ui}s>fAqoIpVY0FL8HpAB^j4klGLC7&c^ zfn;)|=V#h@KDQ@XwTGhNd#OD)&rt5(Pb^bc#y~;0UUt}jjhRJjP(Moswk) zpu}E=Tk_7G;eZFh_pG79Hs}6schZY4-WF;atw0+@Ivi)S^KhABZ!-bP9jmHniVOdO z4aj)%fR%L4crST@L^xG{N|4X{V*7!XGx+EFim($EEf7~ExwCWaa(8e*Rnbe~038iM z=IqMs7OtV)66H`_^l8c1#N|atbQuP+)U!nL5vpHn6S4iKPIdt24IEp5?NBA7ErMbr ze|>(1Z68goaEm~7ZsaijZC6K4_H+-M8bDk4wr^J{<9_}y@jTG0^Jax)JmdK+t$EuM zg+$nW@!GrY!BB=IvbCeqfd%1!3r$Ybqq?gEp@UB@@rI1II4lRv_E#%&*0RA?60S;= ztgKnD2NT;yPr1^kjR3rA<<)B?cltdG|Bv;5J2?;>3`~-G8JSoO4=7!kcf2ze24YwZ z?C(T6k*RQ0VLXe2pZ8l_noScju_WA`fdK)-^_hlEsYSE(+A(^FRD>JT_@9mSAF+>G z0YE2x^YJ+Opk?+CiXwncn?7_-EJtm|8AYvxChQD;hOgIwruM@7aycbSdBWPN7Z0lR zBUD++6rH3)MOhS10k5lvJGean+?2`sL`{e}HXgy`Ex64f+Z zjW4eDjL~$6BRgqHq}x*4S#M62ZZfG+cX5EbM>0iJMz}{kmE5SN2URX5eyN9k)*_f!de|ZG)5;yh zcks3g`1QNhBQW_O_%Qdzz%zyZT7zYAtu7wFVcfeNQQHHgj1&J}#-{E`QhL zwG{Al%pX0BL5`!YQ^9sZ?04I%LNDbbnX!wts!^NXX}B^^4;#;XX`GRaYcWQCX(}#W zv5jD%^F?BSNWs8 zpFh%TlbE^#$V|1!)#j$}&bme3(-lXt9lxV3$zW8+N%c$WwE@2{>{qoeT1ZiK)=*#f zGBDT^nD0hBGK?V}MvPl17i~=cbT=SZm5JVUipx$rEXeRAR_CTMCc<9ENGwgS8b!7l zgQk^CmZcQqiq(_bv(DS4J)sQX*zY3u%8_3*Fi{yU=k4U_`|#e);GJtNtKYOYIUmw`Ju zPHwa5k&$WREvAc%mO0g^%4L`@KU;RQ$3M zb}whg1R%Cc9ts-eY|r%~iJ_E3m$3uv%g*+Hms9Uv?p5zEbgf&Of$jSlADIT;q-<2M%zB?YBbN2v~Y$CBj{Jc3@(Np}4{eB}KCGMRsI^C=TTx{pUad!AV&)Ltd$)mBr&BaAiz_y5` zROhAur$$KjYoOLEd4Rm9>i^XB-ce0$&Hu1ouA-nQpr9h4RO!;eP*gxVNDsZ&KmdUR zM8E>lrFSV(1wtpZP^5Pvy(J*MCP)h(9uc%87*^3TP_<(1P)xQ+@RvON#$)xzG$ z3rUf$aBx*uZ7b3%9#2c#GBZ8dr4RbhzfYq4%gdLBVvZ^uixu9DGO<7eyEc93hD}7I zg3#6Yw5TtlI^nAVAgeHuQ2hb6Rp(+%IeVC4^=4W&s4aC7eESrM5h-qs-j1|%wi?Xm zi~-o@vfahv%tLR2go7(@vWGn4HyMwfGU4R4%Q1LV)oTV+@Nz&;IJ7f>nt`U$)s0y& ziDU+fnHu)&>`-r!3}Jh0r^%AVAeoPIsHEn?J`$cb&sO$Z4Qdk7VjgfF@d_#l>z z#^pWH4Go$tD7q`!5AM9wf2$z5Tla~RMuVkDauW!Khuc&<**`n%H*|OiNltN5lwk5m z-K0s|aw01Rxuku#2(U07fWbd;E>LmDnM#C(7ZJ3X(BFh~BaR+_bTcEC0k^O&bN!(DfLo5a9uPU=@TKEIaRnE98ba zTk++F^6{}bQ&yGNoW5!icE>N~a=vum9J=0R?HXZcM-9!HU=&L|3x(4Qq2RM|#ylf- z>?I1Jm5p5-Mn1uvknCvr)E;+TmpE|Pm|smP|IHs3kF$7Hl{%L~y;;66GD07%hDat^ zv4B?{98V<~?f6teNrz>|hg_+m8SL{SM3g3b`;_Ekg#~qxhKR8y;(D1sWWR}0Ukr|9 zqd_+u#w8JVNblG9NJUerwNi64h&-wOH0kpPJA$A4&-WX`#Cn-IxZ-tswdC`$(aFf2 zH-ahMOupM~lmdb99m~bJRY7D&9|QAZt=Z4NE;k(<3$qj}1Wp@Q@~|$i@)qQ%^QR|| zV!+o8ELq#H?q5!YEr-(4l_(1<(uUp7rc;bry5UEoN?W0w80z<$hnyy_S1UuXu3#l4 zB|bX3@_q^Y>m9BUHZ7rDPg;?iT44VSmXaW#2uL<9SVYIkz+kw|&;zsV7w( zB8;O3SU8scWH*n=x`LiOoNni7%jABP4h8=%miUw{HzeT^ja6K{T_Q4jHi#0^=uL0u zE?*5Sx%x0TS5)KkW6Hnx2`stswsx4Y#Yo0M9u?iE)mI$#Q>!^@)W=M!xgrPdh5+h^ zUk?wcrOl-hpGMjARF|fTuZ^TYiN4m(_L>x-;MeB?WvOQaIaSQw#}hiim$V7oM{jqe z34L$3kc1)WekU)^02loeL2<(QhNNN=+-J`s! z<%d1scCk?*Q{hmSL8B_V39D4PdQG_%oFrX|e3gSvuwZMVwbO72wI8uFOrf5AGcbsk z^r2(ed8QPRLeb!I+esVD%3czZz`?-NjUq|#{)4mh9$O(SeC z7|NoZ-Bgv48(PhFBiOdu;?{1|kIKhse@m$6Dob{x-sVvax!>)+Z~f%7LcP3?cdhd? z2Wv2}x=_0dmdvMJ>km=htlf#qQ=rm$!kFM}so4^LVmme>Nes=HZt!*|M z#TmbEw?6}Kq-hRh2tA12bxnIMmJ-4qKFL}DT+U*^@ zimob*O&7l&UISeF_}8;pToJijzTnI9D(_^&r$QB0LzLuXiS8C<-uJkA-?#SU^4hK7 zoYH(SxV~f6tQwmORcBm9$%CycXYTL3??gyme!n#0J zWTisoTu0=$1{vnxeBrdhXz%y&6{tPgXk)aXSUTonM z`fp(YYHgLN5i3yl#HT#JP=h&dHrGoStU;c0K6|*l?Vj7H^QZje;er$zEK`!?mTFj! z)gH9rba9Y{*CZ;od zk1&L9d7(WFJ$=w7%9-(cG?q`pAV6W{c#e69vF zcmwW@zSAN}OkFi~%oHdhuqNB&GZ!dSvh{m|(M@dlA+8(?}6ucB*Fvus>?pJ$}Rxor>!%!KlY{}2L z^S~N2GYhEyHx*$aK7g}M>9%SF_M18+94Bpp>Xn{~Hwg{?;N(VZe2=oIRu1WT z*z(k}%)bjGbuS3mBjW!U8M8dmxEAXVj@U|&FEo7Aw){ATW1@qO%N=j!-TkT)G&$33 z^#Q;fmK3M<2`~7>^Mboyms+k_$~_#SwVon|_b{yl%Ojr+q+kBX-M9C=W+QsZ)IpXi ztg6toxvqD&M@&cAvb@n8yfUHBx14Obp672j?QJ6nXH~*?_pljyo2hNN?_l+@RPU!9 zR2-K&7aym5x~y_y=!9i>ZF&neqIx%fk%Ei5EIPMPAP03Mbh1NLP}+shMQk;?S$uz+ zjf%EX88nPruIundVQ7m3R4ZO;JiY!1If%U4k;;`}l89ZM4=?P_?YvJ%tC62ur}M~> zhOS2FjX0DE*9WV|T$Zd?`higo*~r*N*A%J$=x=$`i{4>06_`HGufVaZCVKM7<>L|< zH1PV06GQJVDw_Ls@3=~=MUUv#rx~{_rXWhw{qXPMC71wxQ~XY5dccx_dCSr|Cegh1 z6+Y@o7V#_731j;VB5IQ?Dk)w{m!$%D`35iJSj*HSE*@Ol*Xff5^&1i;)5F`|i9hlh zs;+=MWD75mB#g*OXj06?B5En)9!=Qho#ZH9t4^*{x60}A z9*C`g#a}C3H_*~|VA_XCNLFoQ-TU%I8pP>tom?LciZ=|fZ?s~A1i~eI^3Zpre8c|^ zcuu=B@Hv;gKIQA}@J=(A%XGH<5r`ygMh@C%R~>8_Jirm?*9##8{4rfdDUm)D*r5oPE2vM zIxW6U4R+tIJMb>b;xmzIM69_de$FXmx@@1F1MuBM_UKzP1j%H$T=U*~X-`F|p7_}} zRo_FqPikX_59Av6)LCObmDFy8H%q!*&EFY`V|oSB(@4+NX|iR)ts0=-v@ z{669s#LDHBS$u4pHeaLyp>Ooz^jKz(W!*e)iHb+cj+;Ys-nW8#i~sI4`|`*xZeTOH z@@xDP#{vyptdO?Qi7u=WYF`p>AR88xU=v`Y;NmLfBv6?pPycb-J%{IV{Kwl~W9Hg7 zop(wqK7TIeO(d|_TYpSi2}(!-s=r4R>TE`?P$`%lE(gCn9B^Ami`X^!B;{TnFsJMBwPN8$Xz?36o7o-|9l3W)71y&HYagiA5UbeI9e~ zl4Nn4ji4xAG`8#mB~{(BYncpwi8Xw-McyiN4j+eaakIeOJjxg`w`(b);9}=S>f@t$ z86?Xe!2+uvr?owtD;4K)AJsXRrK1_AOc^Xim8;OD30r40eXZ+_INU5y9VwqK;aHF< zm=bv3xy<-|cMe^`rfx>jh)0IZ?sdqLcVTmS`CM!#F03Xuw)-PFH2j%b-o@-4U1?Mz zJ5(7d@m7TB$Uh5=_yTFux&BKF$d$HX62|;bivb7>a}nGK*vSx z532hd5e&MqAgcG0bq@g!a@NBU?^`=kxw3b9i-&BmZg$Yt?G(?w1cJpu zH>;1&%nM%aZq|Y^tNC8qwzJVWif{b`mMlv6nOe4>o6xP20qRnBn0f#6Z;Tz7((4-!QqX9qorHMKE za&W^&K8*0TH_p6QwA8Ba>a5YhDxcTjaG+h>hGhy_7ViwBGkDNoMWfrLPiA{nU?rhO zh497PgkweX2|;_gYk9g;LNMN)cxxP^VAg}&0a*6g;_Kc^Hy#$$0IGQKyN(=GQ$^(ubSJ+z!t({cB;>@G zt7oenJ!pBGCN6xs6!Y3qihGXWotqx1m@w_Vy=f0xyWjL=QHUWb_3RoK)N;B06Gxh@ zg}XzaB`c2EFx5K7_OIK0CCFZI8=%X&jK4jOmS=5w$_S7q<_ZdR8ceiPu;Ho!`U=v} zsod=u86~SnU)PjA%;1vCs1YB;Z2LX={0MN|J|;k#=}(AdiZD|rvj)4FBSH#kpI*rq zd)ew^r2Vy_@*2vuPfxJPC<7+5YW`Fl;riB?mch^++U*nkwTb4WP~S~?(w0_M3ZRK@ zG;L&;m}?fKqiRkcNGkMCKXGcn3#;`LmxOMXa!; zi9+dMB8VnY{F1|}jm<4jkH^}5g}aSzSr24QOwliA?}Uc)*--l|f^i=P1U2>B@&`j7 zSQnOAQ!HPNvC?0RQncFbVg+2X^g6yM$H627lbEbg*A_HhR@7EX8@wLTZDtx6p2W{f!2i>I*}SnTbd!(wmBXC^LQz$edb8WeQlX&VI=@HO=i1Q zt`bIRoV{BzdynRmPhoGqB?c#;USsi7td-q3$Kbf{(f!_KcpJwG zyw5utrxvJ_U3DkQ_nWtxq+)RhZ;6^%`QMMU?m)Vt7`z7-axT-6f3Pun#@U?{@bdX% zCSM<3PE94QShw$+lVx8;@6GB@#=EIq*K<$$G51uA%;1D9<%)Ivd6Kiygbrzfy5AS4 zY3_|{+LQ<6xt6>+WG>t6onH?`7@xOj9}JW2%Yb8Qc5Im4TA>`ctyafpW$hO(&`&7K zKhteJCIMsa)_SQN*Ceorl|eW0e>4NvvGiRh=k5zvsB5mM7tOf&keZKeKqVG`vb@us z&vdWbVE$BPNGNvkXGdy^Qm~73IosonXzIA`8^w>V{0-!ZwOQhaC_Jq1zoE50q$V(@ zMK<434GasX@Sxn^Pfatvmu5_}>XseS0%+?Eywc^3B5OXgktIGWR(78mPJME z`>_;-vIjb9D5dCH2pG<9naU}jbbAkEhl+CEUpF^{iHeGdC@g7Ic7B|d3AT)-KmcRMmo%$j(e@^u$l(*6-2adecqHlMU{UfBP!i;ZRwinQbifw_KL zCIlY`)ukxKA(ZWT?gD9~c0;t-6&A#0r>iYhg}H>i5>!=^*UN8 zro3EIU-e>QV-~3pz-{c=hwdHWED>alVU@$Ha0q@v!))vRbMG=h3;9E0#Je5rKp2os zR-Qa!Gl`)lOa^s4oXU3?Ib0`~>Z}-O7<#-WDjG9lCimQARL03K_SH>2rDW0Y8pBs) zBDuV4A!L^sWxy|q?=8OZv2B&?K5~&_LCqO!>K?g0$A^k$*}QD|zH82?1-xliV>Q}U z5;^>JDS9PZ!3;^((p)52K6t06(D}_)PzD?_Ir-6lsW~X>``A9S$#5wXqSW_%VpJn< zEu+QpmGX<0@Wu}}7(ueTc8!DT!!(W?g#(;G{2UK0+(a!oiHNvf`d3QWWFIVhdM>jN%}n7Fn4CILuSe07(`&%55z5|!BvL+0*9^n z36TcgOdHi`hR8+5VfA8u4{6buLaSuvZ1?ss{Oz@fyGDCMil7Mt(Q){bl27XS1<}fJ zx2a$8>O3V?QtZrPZ_EvS^bx)bHT8|-FR=pn4LAIhpIK1AiB$~T)8K);a^@afJ6B9# zuAKidET>BG9P-T+;0xdAoyV)#>F4CD30$|~%bf!8KDVmxzLlKp`Eocb_IpL}H72pF z_4KI8Qec&rag_*rHH1??SXnsSktzGkD&+2*V~Q*eAt@#N#x`kfkjlJew`7gE&fVZD z2w9Kd-k2=qXImrHZS}a3lCd*&$|?d8&i>8i29kOq@#XWaT2%~}blue>wF)YW4x5nN z2CiR=T~tJB<&CWbF&#}V(>5R3*K?{OJHuS4{?^mb$f|xI0ReWl;;HWIXQVMa=tsNS zb12BSffxtepBjlLNg%NaS5Sz8(Gp*Uez$V2 z8Vu!|E?pVku?i)gd=r4wmveBhnGSzJ(8h3Qc*}8MOAY2EeTd9W!yJoD5_`BPbNp~J zIKS@>h*{>%@kpMkCC0a;F5Fyv+~!+uuDbWi+tB+u^Lif7RjuRpZT0;0T;xo3JXCr4 zS*%i{DThdhj>l_%am%WERMu#|@PnYBu<-O7+E{RQH%!T=#8G{cyF@AO5r^!B%#jKT zPk*V`CGAaN1gwQkOR`LygB7WZoMQ~|a}79LUw_;g6d@vSv=|y_u)wfXv4doWy?+UO!~kwc%2AD5{IPO)aqkN}Aj5^(+@eor+Gy(rCDF=(FUB zvR8|Ua5Te;=Cvn*leZj072t;T)(?E&)SM+C!1ey(S3$MtCPHsjaOS?Q-)3#`GXq|e z{emTg-VGX3sUMVCkf5lWzd=?XsVimr9qjgYAm>GBG@X0M{n4Kv&OWOw>)_5eJ}PnP zchFT$iYqq0@CJu7x}FY$Gr201;^zx{w+w=|raR4__I-K2+c1&lA87YAG+6{F{=VBt zDUMA^q~1rBYfxbqw7$O-lfox9p01R#y2}`)NZU8g8`hx$(V*209QgQdJ4)5|1>Z?` z|6m6<>G^xlLqXc&$wk27z~)?kBWLC@R)HR?Z;APY=ud1(ubA&dj=^_vBm0?V=RfZT zl|w>&qhuT;9QO(tJYt1HqmQ0H+~JLXI*NM>fTJU$_c&ReV|NwzC>!ITVtOdM$zF|z zb$4I8J=UHj`N2H?lUd7t&pgA>RPXiXhke^?uxZ! zFKv{pzh&7KkO8`BrGzMXwm$y`m4B)D-f=pq0MqUDMHu5E)dkY4TydnoZRQfx)qkst z%N)P5Cw9q3!tEP!4oC=>BO{Ru`1P*~FlpA${~wQM-J|LeRhDz?IzuO0n_|NdZL%T1 zvvb9vP2}_|>I)r=zb<{CS|V+BPB;rD?)}u+Hz({A%>XO6vM7=w(%j1R*&h|?NtsiBDAfr>e9>LXf>tW2`6jqq#C(jBVI66xj|9ouG|ojdQ}@?5JPWcmruls#ESe&Syls`vHP?Tw$M6R7il&i@Qcbhcc$W_!M>V7nPMWGwJFA z0~!89C@2FW$NaPJj{zUz>ACWXX&AzzH4v2XdSNJzTQ^CdEtXyN<8_9Qh`;`oY;@kl zoVw+>9;LtcqBxP1A!9vS{F&9BKPW+n_WPJ<1mBV+{up0dYtfo+Y+@}gTArFs;;+MH zJ@y(x>$UWXpDksIt8cu3F_Mgr{1+)xaV4fs<|ot21%y)!t^z`JP2zMD;2+Q~85}=T zm}>rixg5q9NJ-Cc@NhFy9)}8_4q3&=6e+WJzI)OH`2%5bNxG5DF?uqp1?&z7 zladhm#LdEBJ4VA9_r)*~|AQa5=Z^{2=AI9B?xTn^N%PIt+TClaqbSpa`|gA0nWuw= zaxSFmy?@l~!o=Le)BXa1j8}84pv8?#clW6p&xjf6zN;bMKD9JC4Qp!3;y;PcCS@(4 zdRzQlH(-LZh3(jSUzpn&y9e|6dC<};-(8jq|0?`bePe*a+{sF4H~RRsTmyWK$@_3L z94o_~Bb=?>V73CSqs5+5%uKha}8`qCNw7_cQV;G_k3#$GnIdM*(`f>1+DZ5`1NA0&Q`cGCp%Y zYppX?6hW%LkiQVk4U@iYmso-vXxGpL7B&VBe9I)`4HNczSshB@&@cLyP}Q zu)I9(yDO^pXUxtg%w6c3KWD&xVB10MEAC1CC;#ITd{NRnKjgaeCq3d5mBMXK6fXQ{ zSuzh`(rehFTyysZgu4cq>IkK9N6h)oZ##%?nrH?E!Glqzn@(G!`_tpm3v#+h)4)8{ zq+eyQ|8P7F!XQk5zHMlRBmq2IO#Z8tCC+QLr+xo>540zAdT%=?e8fqqD7H*pTIvcY zxQ^`C<=v38&Pk;7mz%$Vc?-7>MToa}&FVn|Mrx91$#E^qn}wJD zk1;=TiL|7qziw-GxQPH1?Nk%9JK9IQ>B&h*`9d5gXlex>xU zU&P`r>zA5HLbj(eDsY8ss3Z4|+DA1Mii{qs3iJW^Y~d)Tn4}7IPEx=icz8x`Pz}kl zF7jTyjyzvNh>9cYerWC#bRX(XAK;UuJvMsy$KnjD9ftFg%%1q29@KlR86^h&b_wOR zK;I%mLj`LMiJd*3X6Ww0hkl_xtLYeo2l$y8tdJ`PXK??H&oC{~=V!#bbmZr^q{n>! zxFHKn;l~8w<*&j5^?RHB$S1E}eg$CXnDm5JYC0)PGova04|%|gBBs+*nR!2%C9=Z% z_uSSul1$Fecll|K*!2&GXj|$W7QYV1HSZU<1k?>~tSbPDgyrOm=9d{V z&5w%6fhX^A4$0`@PC;HuQxNuA$PL@9WOy|6l&PT0mW~l?u{aWlB>{1`n+}~|TLFdJC zG2@k*^)3OkMtl)1j`3uiGT`KZ+;QOuhb>k4lq|X<8$cu+pJ@c>0`W|jU;Qfu(9W&U zBY&BNpT;t3xmWbC70`f#vJ_Tzd0p{RlfB~)0fc=yB98Um)9jmOE^AlrO(h1(kszQ@u{t-RNZ={u#3N*O1PH zen-5iP|L&4Y+X`aA7R_o{#LDeY)mSpB-D_t? zQr!dtGfA(_|KYoQ4T!IEUxL)bX{m2W?C*`@Ylj~-9cCU$*FS?!&x9&18qfPIcU4iP zxSi~ano`03coD-vQZZClB!jr;`gc<>snSr_d&G7PE}5-Db8=*!X;Ol4!epc-s5LIQ zLN#{YoZR`X23eXw{8WWC!WEP4m7l@*WOGE7%2B7;)T*D!?^RHh9B2(iR`%x2#;ABk zjV2S+1{1d`b#(Swxzlt6@_P)6vT}(1l7|8F?l@28^bebZS0GfUK}Pg^7iwuome8RX z%4meA6*ylo?*8o4U&ZX#aE$HexK807WrPpq%(w!Y|IoUi`^!Td_<)#&Y1g2!PM9ASRsY-czGb*#y22!^p;3JJ-qtw(DwYbJh0UIsxYK6r_~h1& zC)g|&AZaJvKYn#0;|pA;0A*U1;(K;c*5qCczp?MpTlkJ1sYB&2LVe5NI%n;(ND1*l zl30vnPWJ0{%4Qs!5%=6%2S)pE!x;YyYar=xTCE>ENrb&HIf^Gr+PwqldYjXM@b0N{ z$c6vH4O>#4C$~?t?!42diqmr%Eoa`eSfpHk4MhImG-GOukzT|)Eh|(F!IYrf{7*Jc z(+YMdK<16!g8!$BhQ2rI0Q8!O)sb^d%{=!Zavri~%qQ(fO~+^C*?HUG+wUpI_X`|4 zk0x7cIcl#NOb%fqY&40V*+yawL5hDy6F2sSqD`+$+T(oWMx7K@mPPze5<~OUhJ{Sl(UDe(MI$h^E51k+!LN)cgnzW>U-@JShh$pq?#n;v2egy(v1z4u@ z?biJQGeK9sH;MwY83=Mt6KQ;Io7ifp3Wpg!ZWJ&4``Qbj`9ip2V2IKrrUNZpiDRrs z-1EdnwMh4=7~yjzkq*(D^AbOmfK%k>(d*<01-?5qN0JkHI5rX@!$RmN# zsv^m_vJ@{hnRe1qsQ+q>lo7%f*tXy%KF4v2J@;TbWg8j#4)8p}82e7Uw-_DwB8UTZ zLlO7fcMsQYz%4OZYnIfldcPFzseT0*-SC0xiNkVFj6n18;@gX44afYUq+Shb(!|!= zC5%0vNGt4i59GW^eIV2dLrFNvX{Sg&nCO(1IbneExo-bxlCUTCGZ}mDM6`lGMO3YJ z`WSyYTctLw!7-oxASacO@%}*pdW1gbTp`xE*-wDiBM{Kre=Gw#_YOfHImZb-r%!`` zF^G1wCB~xrKeI6G`?=6Ad;H^rC}`sIo4wvNaaZgjVoI*XeZEbx86bvwwis4we(2LR zp#j(^zK1^O4NizDeIaj&x$ti+Ux%kcr3=;I7#k4WDI#n2YyJ?MXX1M^1!^gO{WgaK zAE@j~ybc78*cq6qUBaSE&m3Uqq~^PdnNMYc2!|0`7OUSn} zA9|tYO|K96`=LAKW!!(j!pT5`;U7xh>E8V%sRQX#@X)|wXSn^)=c^!c(+kx9tinh? zJD~ok&0B;$0`W&L+>V@~P#|Dkrsp4z@N~Wl2@Tlor03!0Cdn8u1kF4M526fs?M+%? z9dLyF%c1L1H(FEXWVxuQh`+g?Y7tws&cn$h%t8KJH7^)$VT)`=KCfkD3KxQ!wElox zzJ(?cQhD`Xs4S3QIQP*+ZLddv7=loPCQGGBVnkrD=KOw+`^S#Kt-qD{0Rr7r{O!-T zS+w8oVrP}zV5)>W3yC}liO&?jz>tFW2F%6XtLB%Kh$FvmDzB^6jkn*jk{~3^kKk7VQM`L5R?vJav@Olbu zP+~M*g{As4>_2e+=gMvV2j~a0zc~MI!7`1-l7wrVb)W5**l;h@B725&6a|3g5BBfH zX`4Ob0PGvChMn^*J`CA?5 RiC=$LR?v_yeQxpo{{b-fS}Xtn literal 0 HcmV?d00001 diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/HADDOCK3-workflow-scheme.png b/education/HADDOCK3/HADDOCK3-protein-protein-basic/HADDOCK3-workflow-scheme.png new file mode 100644 index 0000000000000000000000000000000000000000..bae241f6db0708980ae688e95b49e788b573fc45 GIT binary patch literal 583020 zcmeFZWmJ~y+BJ-^L~IlUNd=S;DG_NDgGK}dB$bqIq%jCZLTMEQln{{aR*_aw5D}1; zl5Qm5d9AgdckeyEF}|PQpYLIey>%hn_jR4udCX%TbI$XAsH7;hcNfhr5)zWVGSU~7 zNk~Y)kdSOQ+PMSY>1)$wA|csw-}J%-C7BBsj@sB+8=G1fk&v)G@pvL8U3HGGTCYX+ z630HL$Ni7vg|8o=wEf0G5ij|gQqz&Acz*XYeinAFpnK-;-UU~u-hY&vu`lD^(d8}u zBfkni$V`UlMNIlA`%$>}>J0*A4f8-lt zVc**`;}}e$H+4|7ar0;FE4@=1dv-qfko%FxvVU*?s6uCN*%dk?qwB}TSs6}`-un=& ztuE?0plx@(_vzKs&!4ge9ek9?rB)IZt`O+#FPLE_Jh)pZ_}XW!=zO!7{Hc09YW9(n zjoQgV0ThR`x05kZe7ky{Qs7|T?*xsyFP_b{jP~mXiz)1`y{*f>L&IN}!ML{H^R_u9 zD{EPT^uZAq+vs5Oqh-7EXoBWE#s$+49bMj|JxcGDPWI6~qr`>Xg+-X?uGQP@lTGSkhGLR_eC8 zBwt#|IKSJ@!S5Jp9i9rAjr4VUJgzq4e_JHko;%~4qz*C)mq>?5Y4+^gsd(+ZKMBcE z5}AwVRh>J=yG%4F+B$bkyP4j*ap^;b#?|o$$7{MNcQbJ~k!Q(0cz9y*pw@T|m%zDz zmvJ{J?w2nGjp$Ve-SH1k%9``6OH&UR|Ja^5uwI(6esuNY)6*smL31C4q>jskY-jqf zub0-*4A1X8`0p<=hyVH+CMFX3xI^Us^|j^3)|mhPrJW>)MlSyM7fIAP*8hH`t#7vr z|JUn~larkI^6JQ+%?kGRoO00 z>Xdn`9>z;tdLioanDq*ShNk9AT<>e;#9cH377yP0>^3R2bY2`k5=19-@1%N0@8=ki z2LS;WB_+3pgoa*?JGX^`Q{zCQT;%0+&3vU-m-qhY=rAjn*jTFE?ECskDu=h)pYp=O z@7DYbFZ_z)3sH8uo+4X=sHmuENri+&gW90@>$%1`ybm8feENc<*!>TmfW?nH7yR}e z6BVTkVe#0=a2RdA_3bq|9X)+tZ!gJ(3sspBncBsClRt}JWv}6PZ@%{?6D48m+_h)V z#ihwEBLl0Riok~OleyV!TE$p`B*hs2-rgH!p6fJ!?V`9-UM`k&B{pamB}dj>6fj$x zJ^=|Mv}bO8Ioj^`m85rI;J)Yj%BX5ZVc}W)Bp2<#$jAeF5hugC#p5h2ao5t+oELsy zOYJ#(>kEm==ji&ZMS5QS?OeKLQH#&dY}=;#MuU7Wt-!@chfjS;l%vAx@O1qyHflU9 z|3Xwqr-4JaOmKXBe0qJU=ap8W)oaxhg1FD&@P#xiDT7tdbGxf~>$C>cm| zrWbE5?y+JxB6nD}yWEY`+S=OL&28XkvAyOga|?@rp-<0WVF_()Y|f=9CsIUSFLyn2 zm|K^Vc3^ybkA#FodZE$sbl;CMmt3Xsw|BRFEparD={zMYOcNg;FK9os=jF?n(`$e1 zsgE3a_wy&+;lqcsa&s?)o=~`9WK_+#_2r($U-gIf&H5x9`D&oV)hJpW{7N7xmV>et&v?_D7DTI^eR2aCltfB?4uLBgC8|@q(9`*j^4oceRXLHTQ+WHQw7z39(!}9a&vt@HsOu? zf3L}_S^_Oz{=7BOk?+r2a^iPRv)_Kk-l?fz-@UXi*x975|1mDHV4EQm69`Mi4%6f~MzG-3crd7DR%;i3Vm}~Fq zRAueP`l`<%o0~Up+T6Y^<+F>DuUzMWUFld`<||y;s1rRi)60*86BB`Tb<*u9XKIU| zMNa}Rp#v5l{JW)wjd}a{kbNo~A0AGg6CG?nZ)3w__U-i+ZthGAou<;;Q}4UG8Mcw` zyQralO_G=F?%rgc#FcW>|Q z_~mz9UG(hi?Cm8P-QC@{eqrqG{5zw z^>qym>cy#^Cf}n>4NSJSw!o;z>uls6DUX*Fu()AbynoY-Vp+hcySuyhfPFvDWXknI zEBclB(a?!QS!b<&org~nXrh)v|OTLQ;3Q}VW4*P_$?ZqnB z6n}j9Am>Yk$Es4ixmodfj_xD2;hTNrEe@pWq= zE3obfLSrylb;V<51g?HFlUQ#9ZhVcu;Kv{SreG=+Ci)nW+lqn(l0LiG z^eRMY10S$GKf-f^WcF7*Gp)g`TMzDTBhASspkMuO=zm~G`L(Ze^HiE^d?e@fg9QZz zu@dO67f}l>sza&Q(j3gT2_+>Z>3wUdso8PKpF&3EXf3KUHTbcVG z{#!BA6dFnB@s zKex?y;}Bl`sulU+!$~UEc3xgyoajoQWNumpQuA&-bV7dl_taERW$j>NBsmR@|CcXH z(Gp&|Y4Pn|Yco=L7VQVIJo1sQYH4bxS{Zy8#ofsI4SxQdcCx3E+q2621_6@sK>J&58T6nuOV`}+3e+g+8f>lUjdizpI~8T+ zFPVB0+QoK%p(kltR-vx)7z*e}-lV60O;KT0eXXyi6w&24UIFA9pBiYl2pEi*G1zy7|VL3V5b&GY2vLLtMt18=knCm;D$T)upHq&1C- zhX2-`%Yihm^egLAt{pO;kw7k5kdvX2y_gewyoBbu%%baaFbxOi6R30KX zVy^Ptdjb8VZ*=rwU0q$17q{9Q>cgBGcTgKSPyV47`-!on;f%wCOH5c80cpn1CwNYu zCfY2ILCv0MaSs~654DKX8=I!Gq9VbVklYSFKE8YT`DbuRK3%1^nE`ZZ>Y10(;=LQA z1Z|mg%bbtVRhqYPjsM8LAXwoz_Pxk%aF@G>2MQ}VGh{fnqZB=PdUp2xL}wu{L2SAO zHV+>;@(|tIyvqsf>XN&AnT@;OK6;{4di(hqyu0@owYa+=z{^)LM))SsBZ}Yj;MT2M zr@>*Pg&lX{PVYZ`dOe9gH-zQp+dEs9dp0*%DJ0w$Edbk>lN|wN3X7{D$K~|FLur<7 z7TXPa`}XwYn(XIJy{PHBx|pv25xbth!hywg;y8N8*Ibh;qOS8hO`2X*XXupLtjwE= zdagy)+Y`&R@b?V%QX5FUMO<85n7h*W(=&_Cxpeubd>UCdwkXDmpAuCce<9{(gEf#( zPX@j9-AC__=U?^i-T7Nj&suli0E$RvV{?7^U3~{+#b9$|Ju5q#TsP_B!-GGHY?;f- z%WvMg#g_LGG|I=9bK^r#kDhZ6H7%{d>f*$Y(%alpNSLWFxPH7Qc z#&EeJR?JNRti)SCCOUe0u1R7n?*)3{&oUPk0ppP`@jLihX zDtDQ?%$uZ^u4%!BQQ)GU9wSgusx3q3Yu3#R)YLZTRET?D|JS|0>*--c(`a`27b+g^e~GKe}KRUI1n`YPLQ zP#;I7}LGG*^|YBrE#!a)j@~?h6lmLfaqn zKshoh>NT}WiG!&C1<_K`RL%b$!LMdyS#_20M`pV&{I;l!8Ego@9~>O4wAHTZg_!f~ zFPVsMEpOkF0Q4@m=NM5M^nmH&QmczlvBs+tmfdASD@#+E)R7?}_fV=P*Tv=r8~u*UMeMBJv3+}; zr`JHu-uMr>peHC#A3r^H>>Y~ugj`UzSg(x~YF6P-=Yko;cy7GC)6geJtZJ;7{C4j z_}T0bB;hi<{p;7SPnAt%LI^Z|@nM&4rDsgiItP=uI0G3OnS}*bB&1r#oPf95L!%zu zh1PnQNJudrv{8pfNAKb0=9Z5UKGSJEw>&e@H!$!@(0Uc@)8`4Zl<{@3Ql|-jbX6u% zQEh?AAK3=ZOOr7*x|JYn6q>QGUKx~}5MNkWm}%s$i~}_IXK&fEC5q?fy_zWr&o#Dr z$@{X2?;#E4uJa1&f7l7!mtk`P^BKV_6{M^}Gdghi@Cn)$0GaiyD-At;x?snJa@U0~ zucY>;H;TJ0a$*NmuB^Vk`pP>wY58IZi+rrOj#J(A%S(^?YZ<-1rTzqT-UL+qsPvMs z`dKv78r_Yie>Xk-l<@7z08r)R(Zn!zm87~8WUligcd?~CHkKAAIn~kv@5XZDD?%$8*h@f=!8pB+GG3O}pHcvME+VUAqZJo-;IL0Rlz*wzhtCIWUi_sj+eQ z?WykYb&qGljvN7jfu}7iqXliZia3qGZO=8aog4bpRR0s3HqLpb|Fuf;zUb)aFU9u5 z{DC&JJswU&ACF)jAjLF@G9*JU6%Q^50R;T`@goiu3l!U?SztkS=uoIb&*FmzJGXD& zegoZ|z(GLo4g&)NLN7Rfe+STp6nBt3m&caUl}sn$Ne2k6dUv0c99;*)fpo}r{4m8S zO$q@4f!L-kmYJQgKTB_4ndx2!!}BdJ{zK&@;`p0_82%qWe%!=eMng;c3O$ATtQ8&2 zSu4)G4Ro!Wqs@teHoYYM0|OF~Eg3o@MWv<5o$Fw>2Nx&1c4Od;7IQm{{!P@t>~K@C zKjq1n*hJL)w+?WgIwiq9H{ExknuAg|2+Nqh}b8czrs;6AR45^0q9ca6)95vP0_ z1U*(9N@7pe*Vii(pxc(7naNG`Cj%iY7-feq<}Rc9Gw)hjRI;r;fBqc8BGU|B>r?R8 zop0${XWI>UaxY!FB!g>ylAeo|p`fB#QrHl9-D;MCPMtGhU}eQs?zO2qmV0UmM>Ezb5$`tS5qP~Tz3S5^h3t=@rMGmJOk0u?HPtX!kQE->#M3Rlz44c)Yxs?x|O1_ z*kiSTMJ8k(lWcu!>$T>#Hg)YJ2ouelP{a5w?PX>C^IYbPQ$TCqcfL_hNx+0H7tAQ} z-PHrLpepAkuqAfDKwm!rbclniCH?{_J3&ZYo1%r7Thq1Fv!l_}LcA> zKYX~TnXO+vyqbVXnvH7?gj%&t$h0|uU&jj#y^^D)y82S~Cr8`S=Hn>}&jmDFn?Ta- zoSY)Kw2O}B1!253#f<7-nZLR5EmKbq5J$&If$0F#cF5nF&DXQCEO)JpjE-Zc{hntB z^-N;<0V#JL-=1T;xzuw}PEkIt5*5M5p6n3)u*`y*fgxjNd2@cWr?OIQ;fkVSglr^NjM;Tp zSJ&opx1~G|>z_ro{+({W>YnVW+(0Fm;=e;=6PrzAHMF$G=K0=(;Us`vCyqM*-O*+* z9U8fN_pb8Yt$*cdT7P|cDKRUHC#FLLXwYgNFv1Ges2K>Br>j;SmX zvtFg<@V&owd+SOsFO_F<$;|)yWoQb#)+{uL{J(PY!IuHWX?60#Y z6LDBjJq5-%mJ=s-VBK3>i?Q8bp|hHn)O@I|HNd8#mhf~h(c2^j?V3Q^0iehGMm)Ya z+_m1C`1))k_ws0RY~IQzVXqC*mBop)R)NHXgd4qY?+UL=FtM@ij1hJ`Skm(;rN6)b zOS#)^qTmMB&$$w<|CxZLKW6gLyfV;3?71)522$xw>;(7K`DYxVJITqphgC89aUd@* z?|JYeiOtTguJyD(>l-J5wvC~mnLuVvP$Z9TaWjSvbTzA!7cM|}t*Zfn*bg>&kb{7RA6Yl=TLjcKD#bz_J-6uQ;o;%z>e^6) zzPtUDX5N8ktZLp+5c!ODLDYX?wR#h##Liv28m8CN)zZFVK&qzdnV+BU9UFUe@VM-+ zk%3k4r(0iN`b^6yFs*ume_|Lr>z?Ab+g2<`wz zcqOs~tYpf+lD2~o!iAm2Ups3j4Z$DMD7HI($4htd*;(rsijKr^T2@x(Jpd+?1#cmy z@XvH#6@=QR@Fhw}dt$EhbzwbuP}GtdH$C<-h(;Ocrk;S-9PsWR9bSW}JPjj8<;c1= zBs^k*cRG@<8NQ0D@)_CSnODDP>)Cbo?Ac#Uv3dfR*`KV-C@DSGw{yat zah~qItABkzgD4?68yS?`o(e+8GG7zNn2*u6@$nO7&pjPM6Bb%X{CyfB(y)a~;p12SZQHm{~oc@QkfuBp)Ih{46zF9gI}(p}`m$ zynOY_$Mpv*E9=P<>FICYz)*=|uYE}e?H)q}DKN;dyxb#o>D-AEC!%-_c5vyGBnWQx zXOW@ixp6MY*;M%hSS>jvWg_(wtPqE(Zh9zXhB&pVid?s5UvgsG=j{7Mr20S8Q+< zfj!VmXsNigmqqDr!&1OTTB_c87TES4cg+L4<5zvClx@t|_w)Oa~1A?vYb-22quuy&6XocV@emw1Wr9H zA5lq?e+PW?#!u|jAw@Iu0|uI`uG3x)b>sZ} zWEU;*%Mhyrh_0_Nae#`7^*Ngzj7eBWhK(8}4k_aZ1j8jm&7gwrX$aEw1a^#$a8Z~1LW^xK}JPC$%0h!y3XH{e=e{Wz;vi0$;a2X!Lt&IT08lJ z3P-$R(-)zpO*i@{E!hUO+#495f}yT5!zqE>bjjIS5X9@|jT>+2rO>1QQNcd5G^aJR zww`G<^aJfvy7B~qn#q^|<~u4`c@snZ>tS^~p3y92U*s-LRn&)R$eV7h0yo+S*z#T-MeV zxM9;HUzy{7{BBJ%fVqWcvn3=X1Uu0W(gkGVZOoSg&H)0N)9DHC1mOS5Yjfi@!UULX z37Xf7dwQ*zpV~hg$*mVrK7_c!b*Dd2Azwju_8$%@E-tQ_T3=tc1-Lkv2BR0UO1v;MgRAvN?%sA5yj z?@d)r3E6&BP9i8MNVrvulT$w1f|;3_9Z%Wd2r%)!_NEhfWz_iK;ln3@ktB`J&<4&#z-VH9`uuq#mmV-H zu<`cDm-A`%sUVL~U6oUf5OR=lY6lUOMujwnnSTOMP!<}2(&sEWb=>NyC|6n~`u585 z%qxrQxDVwUH{$XK>SapwEk9YoL*X@5+^lodXb*Zb^iQ$|3)nhja%B{f`S^a_kryw zD=8_Z8m&!vZHA_*rE`>taqCs6{*+*vU|w?j^AMZR;t0L4!($y!$ODp{-%_ugWET)n z%N9>oj0sr}bh5Jx(Yb;dKH<(ClE7L@h*)1Mvq_1R+@K&+c~hz5*pA)1cL(+mmMZ*M zHBMHMCCRpLRTGuO(A>&xv8(l(ideX-q({gTdn@3Z3Y%g^22)ig;x4MUG&bJ+f~5u> zWLGs8=)CRZmjHcZV_!62ee6M4)E^*rvGR|b%gXLTe!vEr+n)3u$g*G1ejNU=EfmQ< zf(087b0UWq1yX}zhw2N}gdCD^>x$%s3o7Nh82OIz@hLmCqYke+F(R0BAv*w#P9IG) zhc_Z30#TRJ{#$!cnWk1=Vq#(z9eHGUBqQI`X)P=)lwg47nYSqp^DRwu`oULcugSM) zSI#apQv^bss&=V>Ui6T7ZGjr7!mz^q#V!vndf;w(p3h!-0!!9c;D*|?>DY!SoVJspB z#9o7)MuwSOmG1NPD_8cTaorCMRe9DC2leB%R$&GH*W24f5%?K$Y6heNu*$|BIL%Y znI}EwMnQm4fsHa1{%n4&o~a9kI!Lk6*Vnfn05YnZ40#Gl23rk)m%Ro-B+gd9hRq=) zw6GD38;etbL|hamMn>U@3w!qOuZ4KwkYR!``IFPJL60Nb1~pOVTdXj$XVgUo(Bqy_^Jb z8MZxif;>7)$*9NvtQAo5M#{Mtk0#y1Wsi$8Iw2Co<2-$%ooYOYQ6dOEI`Cl|Ocs5Z z2stfTNE93ZhOYHn>+0$Xe>z@<>1h6U>sZ?C;K462?yzG%<#`yQtWam~;e85lp^e~Y zalw*!E5bO&+aJKwJ*eA;E=bPEm`Q!sYr{Q|>}S9i%(KwYOw!uP>T;gCt zCBq1pj`1tJ?dW)|3{SiCED`#nJ&lY^wRsjy_0Q2luVz+}k9iH0%JgI6))y2KVy|%4 zfClqMr<9P;o6c+o2LuPJM>B0DA(|%wiHVKEuvvL-zTaNG`Vs}LkA9A=DJtwRLIOz# z)}YL-XV^weD^CC9aA~0Sy+S%e_|$U{onvJ4Q1p)i!2~WRDigE6e?6^C2zG%Xl4SoHsBoNy&K38s`6|i`VNnKo` z4iZ77?fQyiyAed{zhJDiQzv#0Be|kkKJqpB3S;|rS6GM$xLr+Hqj7VB zOq75n4WYk5V&6R>l{m141nuV8Xr~@fAijt9_%q#)M93(~@)3&+ZrJxTnZuJvvWp#Z z36ZXvy8Iq1^C|it5hC$v007bhb>Z(toXjZ2J4?&RTwRM91NSOP&jmxH7IWn%xCBKk z@`SJ&wv&>+g4sfBlb>B(Po;@eHwlTK4gP#dcPT;Y6^qP|VtdxL^>rf&7-k1(HcpG| z8$j{c(+SyK4o&L1hQ%=s2H~go`Az$gD73uLMov!X+=e1c!EcASIB;dZLyi^2xT%NLr*K#nN-T*RGu52ZLt$;crd3J zRF}^UU(%nKsd7PUl*)TOIqzxX*9qjiGT)Z7&?!utqRn3w;A zD#r^5`EczeeC%1iozhKRlGzo5EV!B9LIwdKmD1_}R%)bj0hLO>kk! zKJ7O(H$N$2;sMg({k;&w7t|dAox=0{GH<@!PeNaml!+V}xdqK&@PWPE{K!`u2L}p& zoeFoC0vTy4WFsKsssuESxO}k>!8m(z-;*-u8GT6e?%3p}sG*%AS?|w4J$$a?)A3y&G+%plgiHSh`jHY69!>!u1 zg0StE4E{a`VYf$Ts6~OhJ%!2@sY4<-OwkD^gEMUyMj?W0(($?*vNAs~62~Ly=Rf$N zre@dvaCWAnM|&T=$g+c%OkuDgLYjU8F5E>(vIP>Xh`@c%)Z-R4Nli;T2~i~U)bDPj zj;o_yzh={Q-i$?LOH@?U@b8c|QKCC`G%PweI6C?uxehx$o_7d2Wn7{Xo$oc|V=yB~ zb}B((XrIbgSj6og6B4>EkOaObT@Jv zcR4L~p+ZYV{l~t~67?eq<#isauC9<+GB$KRK0lk;FQ?kU(j>8-@#`>Ct(JpBUjGB~ z5*}XOckn6+2^r#;S-Cqvm{4YrZ0aUCNKWoiCHN0RhTcauJu_3EvtZp>u$M^k%=-mz zQXV-%MoLOrO}a$#CC^j^)3J$+SgYBYpFe+kyH3*_IdT(HzCSOTw4^=F%E}573x{oN zZDm>nL=mF`9hA(@H*Zsum)`Ogf;$g#Ce@?~Xf78(DQuu4I>@|)9{{b86cpt!%|1O^ zLJh$Me?cI>`YL&Mg~x7aWeB8cW-l3=VPSlsxtXnX1BHlm#&6pbv**qfvg~hpR9Y&6 zAT)btngxh=4%uHw@IigH%AxSE4TO{8bYj_X-qR1xbJkCH&IJCB<6-75u?O<)3copVJd}|przi!iVJgdDi)b}AJwCufMDGtL}1u{S1o!F~Q}R|zHDms-$Qp9mdba4Ok6B3L`SmO!;Q8r=qx zSrgsT^{f2}rF|{CMH2du;h_9zWsJh5oc(Vm3J$Vf$IS(pIQyq8%-~kjpv61zaD@Sro zRn;~OXgR!gZS`LJ(~x5@^ov$&24E5S0YP2E9~%!3u`(S$eu;Myg_1K@w(T5Z8M%&` z`4CFqfB&u~Z~}odgPMT)nWY0v4`*N>ur^&V{6$N*|Lm#BI^gqnVSYP;dE z=g&K-$fok5RgijCoEtecI-%0E3h!GV&!otvZ!0M3bk%+dwt^XKGUatQ%u+tOkDu`w z`Hzo~Y^EpIMK@iSNs(H{+k0nt%@0}^hhTBZ!p|T?o<6ydL->jO=HKOcKQ}d9nOU0e zLEbIB<;?bFlMk;YHkP*`81e&wL(Fuqiq;@qx)7%dJ<|SPLOX1#Y8o0*`q!T>2sw;A zR*C`bqHM%rjfk2->#maH>5$>=92~;Xe)3XZVR8aVJs$6h!AK=rR76B1uu;NmLmS3Z zBIdNw4-XGD!w5?RM#v!xof1J# zP5nAsk&xybZ6M8cWx#sasiQ?AjRd?hZc1(9Fb=B0z?HU*WeZPJOH16bmxk@TEyl66 zZ0SqTFdR!f)!t}a#o((KMhU>2alW>){ja}Fb(WyAo{Sjl>zlbIws{K4mQ+Zs`a-y+ zi1bHKpFSO*MZ5X#x*EhFma38Y;lqcf831eep1pf1BipeUUsf=#Bx$Gtv`Tt%>(*a* zV#0Z)QAo~wxo&b5E^)lw#`3`a^a5*$_rfv6E>$)({G~pKr>&4YdqOcf$};0LkTLr7Z=%I#%wGd|qHt2Y6+);Y|>(g^}sE4Ce!=G3gB|O7`MMsf}m*lwm(i_ot zzCg#lJ9jE+w_!@9>>Na^@*ni}_D(1nN0OH^62V2v4hhnIbdS-USU){IEmeZqO>LFX zL;V+E5C!QAfeI^g4g-(;2giRFt7J$2`t?gSavcF;%E(rPmEhL0Y5C!j5NEkE5*1b& zyG{g?v!gLGSKC4CGHgW7ucaIySPJ14diF^L+ndj9eq%LKV z?hS>h8=2&amT+-kn~V@(CsLIo{QKBx9-hZ2gA>SoNk2oTlOJv!5taIl`_X5TYav7z z;TT5vi}=okXL=(%XU>E}3icT|Eqs?tCd2{9ANvf7AnY~cHS^6%c@1jVBFqg8m{;$( z5E11C71!SNbVAov9F9veSHb1ybERQHavmxwAS-=T)f3-JeEs@$W`uix?Le9UYayu9A0b zhoyb1RUF2#GDd;~I0>@wxs;LVWKmIR;nvS_+p3eUCWktEtn8Yyt&=SE9_Oat`k<#(qo9aL|mvsnBmaDg9*sHm@VX3D9XkmOQp)k%lq|r zVjKWj4hqA1n7BaIruzW%Vn%o&;9f{3j10Nktjz<(W) z3|Bcg0-7x;_B@zQC}c=L2qCR6_vxRIeq4_Jl?sFjuwBE40NSsa_7MflycHHcQ@ z?AM)`6ucS4%?<(%mXC^*OFVsY4k)CVYaD13gKJ5?R_f#Dx4WF5I8S5>e^*cRO$CbO z%Ok$ngTCmIy}>>^keX-}7NSBH)$BSjQ5=E>rWKJsXJ(9_QX8d>3;H3nOMxG>8N+ zn{tA5hKO}nR~Ml-#cLq0j}tYDMHc4f=D=q*Pum8+|H%T>z}Wp;i^hmYsOC9_GFT-t zC~lHtPtn%;wR?JU2>mq88RHM$AYnxZjNvM3vo8l5+7}x5sH(M!iV8HIOKbw{>|_w+ z;V83%MBNAH+IdR7$mV7M?OCqcaXCoj@QL~!x#X#U^3WiPELzKuOT;?_ET1WjW3bKg z+Vli7-h;+d1Dx`SIH{3!)br0ERm^YbA#6DRvAY%))fR}`iVLNvx3@S^QpAZV01U#o zy~1Ut|1UHX45>Q0W8a9=rJpgx#;n510xf3|(RQXh30jFFM9QM{n3iTnT zW%&0DuoT|maoKsSt|9S70S;N&7RgF@oQy{!AMmxXYIMz6_sA(7dwB6_+4H6o)qF^^688{>?|gug@_1elgdBph_sBm7 z0U}34;7VkUL%FA+37nAkFnRgbHrb%;+=+>avG_=cV;IqJ=zvNl|p&w_IHF-GL9itFPPRgN{VWemc9A8<_n38FH9V;Zj^VP^cE=uG+#+9j=Ih2U!_c!E3&7~{y8 z`GXlxPUfK@}psppdue24=h-zFe6*>dExaUAB39A4sl5qPKle0Hhlx~sxpi~mFtVNNW4WQ@pchD|z%+nV9!5hzjbsz1xpd>4=oZ z=>L2`&P<#uw*I}+1xtds%?k|-fawCk7kr&Wngw8)oDu*^G7v1WQ5QbZf>{MNm+%Ft zdO{wolU57cNCI_L%G2nEaBt&vP3tBku5Al$1VrV?V_vSWA1e(yO zgU1mT5j0uf>8f5Fe>7{|jWcr%%h2|(LZx)*+7FZ~w!3&I;7jRk>oAUMvb>+Wx^!k} zuHgh?ylx+KAU5qHn`dLX5c%muoq4(#@@T24Z$R-761ELHYpn}elzlRdNOa&K3pt4( z?-hW3o1}G62htj3CuKTC?Te5saU#T|T9DA5UZiq_%Z@xVgVelyPtN!c@(eynBTCK4 zq7w&H1wHZV08-6@*sZK$>&pYd!dK45)#E0z&?Bs8mz40rFq>cNlolv9K7ac3CYrgB z)%-zAJT__sOcmN9l~hV21)(Z%U0$L5(l$z42cqhrX)x>p9Aej>~_kX(CmjxN z@2sTGGN|20h$uzlxWIl)WSXBA(qv-AJqSTcHADL;)s6EQGyLnhEH9JUIy#20>;5BJ zj;d|q$VM;H0j86@x_}_!m<@6*pJ!I{029;#7Eu--p`Y{td?%9lzWSo7kYvM_5l%>< zgL4iEQbZ?M?nxw1nD2>ALqzHPxjl@MBgG-hWEs{UB%CsgIW41w$o=g_sE{}Ut=6az zBTNZ{8tu96tnIp5iYjqr9ss2jckV8K_%(c72hl?iRjfTL<|+r7h&bSj3GPPV8C~?#|M2cN8+Ee@>;V?OH%mY0E++| zLPLc3+2k0^Q$8HgKSc`#mg(CCaWUe65acN$ze;>iLtNZZ;+$UR#A(PH{8m4y;gUgI zqq4y{IpQ==qjnz?5~cTv2Spr8L)m_PeU&-JEfgmpsL)|+v5Gu6b&50xKF2)5CN&E%&;jQnr@y7&FOU0sbwDzMA z!jKHRl%|%Rml}x=-9R`Hvn(&9mcLLq!`13?larG<^;8f>`xpj5*rad<>5M0FGH3FF zH5CptVG^l@h?=LUi%Yr*m4G;mO$_hmi#YvhPw6%kE8!(x+eE+4ZaN5s-;w*m>C>n2 zX&^_i+Lz#LH0SH~cx{T|<5phJtRmtShmI|2L>%}lkSfK#Ku$NetHRdaz6yM{_xEoO zQL#V>TpKvPgk7LE%x+1X+65ayYT-g!f*nwX7bigIp4ve8VkF{mU>lG(Rnv?V6cliD z{VvWDV1G}O&TM9$#LV&mm+7P1kD?X$j0hLff9|I(2?mYx3)_H*nt@wGx%I^1zsrv# z#$Mq*JMpvl5PImr4X=-|GI7XE0VMJT>1p^o=fQYC7~^9tRu+jZ3LPyZFuSmjO3`(_ z4Z4sGPJ6aT5jP1iNb#hCG&?{pK_XTOnJ*KfRf%?(qa(Hp_n}(4ZhVl{QF*P&Q z5omy3eGVhyjMsSA?PzV2n^T)jruIozPc56x)Jr>BQ_pth7&h9yE7IqQ8oG1r4>^@5 z)z)|3&vzG-+3FtiRyw$q_310xWt~Go}O1w!0?r#UdkNDy+mg|9Fki2agph~Ae}J= z&%C@m9t_N94NuLgzXENqWpE3?P?l>ytcb=5eSxG{dtcAe!)pC+-@bk6=#Z6?B2A8Q zqA`ha{LW~UuqZb=HZ}kW*chz=ie>oc&x$)pNn_Rb*BgeQXY!bT=Y&F2d&DIA9fTm= zYozz27(K!eZYduZ$Gj>2n_LVE{jY*fE0LETh-NQ`O8g0ZwIT*rv-gP7p?Dk z4-YZOFMeYi$dP#|IC`;6On;SP6g!dWAz<~h&SR-->1AgG=k?j7@yAQ6IB~XI&F%S) zIau^PxH4|zEzh2idKM^koO%_}a$Lo~j6~?^0xbj@F@Y4p_|?caqXcs|#HA^xToh#> zw2ElYl~HZi(Zpz%p{JS73iS0oZ__d>Rwza25|!C2R=cJu#>E-edP##*b8%8@`$@Go zz43?{uSNU$`m#~%B2iUWKaFE}5GLOGQ0dlHQ|Y;@((gf-sP@y@p0%7+ZTnAW@H3U; z;s_o7w5i(5UD}i^u|BH4Cnq?;YGWmHbLHCY2H?YBWaZlN!Y(IT9UYzVo=V1ATjKP7 z@(WiEix#He3fwd4>kIJ#H~;ZP^8dJ;J6r$va{gz5{&#i$y?_39@BF*E{(t#_#k0@L^4U<|=H4pj?t-38%^>cIDHX0r-aP{@j%mU~wD(_M zPb3n6quojsQv)sx6;q*&gLQ*;zvf(;NBPm8Fql04WXv8eo1o0DoI>$b-q&6HO1#q1 z(E7*qhBApY_!s9Fe(GEjx5r7EmV%eH_iVFhbe%Lm#QN*bO(mUcm)Iy?mXy%c+V1p` zWI0IIpG{2}9)6LD+@jMM0|EH*Q$xOoVX;mHVV^yZ(x)Xj~%X|wf+^MWffoQ zCQ&eBZSObR#r(RCC{W;Bt;omDR$j_cH+DJ#Q(q) z@n?5OK<_PI3;zdYJDcX}jC1i(3Q%^5Gi20sbcW8(Q5zeczJ7kAV-rRWhTifO=i=#j zgkL1}p6@MEy~s>`Eb`?M=BW>_WxwC_dB45jkx5a)o=6*hMSk6franCKkKSfY2VU^F zE9-lyMsU{iykhU6-LigGzT2ZbpB&ve-S}6T-IMIE=k?D&R8soDIXo@*7vCWR=cl|c zJrBQ%W{y4e_>+n4%@LwXk4$D&O4PEUBV$=-Rbwcy)$Jo@4*syG*rb(f?+j z;qxt~C#=1mOEI{3fBkA(bNVlLR>_2%h&R{H7jZm1lxg%ng+=Y!qtT1?nm6Uo`WlHi z`zn0R+P9Z%*m+mzww-TxxktzC@qDO%>`GpAHRo`he89o_z?+9JQ!^f6Qlm+ZrjHL( zB)_e2Fq>!hVb0#)X_-Sm?VGMW_T1yKkft}NuD7|viz@cwN0I&x7Lta7^Y#37kqz=c zwj8N44=KVEzq=2&~=lYsPnDezWd-v|e$)3Q10s&1;&0D6X#Ms6XD$_qx z^jq!UyW*E%JodY8D6(qy?M73~T7{2qtk^ZoXns@*yEmvGC2;rVfw<`dZ$Ge3d(dS* z7^R$UX7=7^l~^{TxG|;Y<$J~Bx5_Tf;JeBxA3~}h6`vU6EnWVdtlQKVx*!{Nm!qoY zOsrSH+dF)ZPj8b=s=urJqBdY_`5(G754RWVKN0&wcdR9$w}d7141_X2IQD$-tC2dB z#lt|X;{Pyp)lpSNU0wv~lI||)4(aX&0qGV2X#wf(?hvFN0@6rHcY{)rj|S=Pn8VCB zYvwLk@CU5*-hKC+v-hudumq)c`hSj>7S=$DZ?&~afat6S`U}7y%CV+VV?|6%Omu+W zP7iocKw*2Uq#z}=aRus}go4!ZZGoc$2Wy9Wni`bl7>5tYdj+qF|K)oeiJtDjx^n^D zBJO}~^6=))hxDGS(qgRbfdvbq+@DBUd2^&A@7c*0kP-+93h%EOGvWKg%``YyGQKPK z-Z$ZxoA%XzD)1X8OXcBqygdI52{vH<=0eqb@YS%+6P>WVN33bYw@e8t6?ziMF!y5L zBQTbbD;=QZ&+QQCvbcG8UPnk(+3Vvzn~$F_+1@ju!^U;=wwt3Tm8Stj&ElUL#`^t* z^KYZ$V~m-d96!V-bW(nHcl)EI-;dvR{ED@4<>jk?;6I<=>8uHm0~ome+vNAV6;^=A z{At5W;Nd&Y>vi*9Cx%WCr_3^>4RaKjVnKayVQ%?F+JB(`K54tEGI{iV3sEgDFGm}$ z+4*;{8Sv|<>(cu)E;u!Sc%A37%_)33oMVZbMBVEHkmK%}p4W9wiI2n+x(MQ?3cF)}eZ zk;v}-_)o<-FueQk-|7%kWuc#0pv$-qv1Vyf<#l>RCk$EZ6U>-FbMle*wjh6OK_JfS z1nkVv#)tv+1)yccWpN?olguo9;5khiwVS_AMqVR0VGc6;8+`vdS=iC5r`T*x!)i2J z-d2$b=w<`~UR)j%=es{X2VGLu*C+nvegH9Go%B0?G1w_i*PvWH@ATI&iAK;1uh$|` zwuE1PH@~pfX-V%lys#uE zk9OkjIKo0yeh-sq(mV2%JmaOY1{8rmzY!10C;1QRCiyp$HJ`u1=0Zt=UIz1@m747j z;KJ*U%`}(QUVJXMp=6y0k4biZw?mRoH@$34SIb^a8;Ocq->ImayEOcL1DWumHk<{J zLtchR1e}~WfpfJ)3wiu3UBHD7tmsT$U85<0o}Iv7nRrPLr9vG2SQI3evTq)_rhi=# zu%ia)QUw@$Z`LqlI?8@Zp1Hkg%)?~+SsGy~#(-mXb?8&q;5PARzN_1PNjdkZy16}f z(%JJpd|3MZh{G{L7~--g5;zqAR^fMP{L~rucqZy}hpzV16yfYt5k+prkbn4a<3H|9f3i zIlsKV-xeJo2|B{;<53ip~i0RCu6jE2e)!QE-nrNS7qaoh(fXgEh=nH6G_{V z%W((HN867^RSs=xD+|!3u%{bKzGBu2nkxG)g6ywK&hNbhlax@XlV}?cK6CEn&|QX% zo6pQ(!W}>PtYJ^hPFMR3zdL-`uB@?`B*O}Ia~)^%SHNHtj`Eaw<=Yq-2-6)pK34uq z?`9wV6Ai^?X!^X!*Ju0$U?(j1^1d zV3xFF$B07g; z@^Rn_HLy|7uO^q5Rc4o4r>3XXjg9?0&M$X%7(j%K_eP}4^<{hI+T4Zoe&>RxHMa_g zyvjQU;iJ>S!W$LsIRn;}mH>dr_PNvp=behNFZ?w08voP%POi(P82p}YUG57i7;e)) zQt1tIrbCdlC&;--Z)krw7|9XN@(_x()ceT&KMx>P ze>ISKW({i6bMbRTI-~~=3q%%iO05xuO8+E=>F%KZrpEaCCn@SATz7|WMS)MAfz{LQ z^b{G%H#>3OEbV6m;rXsRNVFZ1lSu<--2l)7&4FkJ0J}ZAxm?{3tglyIG})2aHj3G{ ztMeSLyho=T?@}NXbNukIbUu84+I7}m&Ln-~d}3Dd_Zs_C z<0`z!!#~xszzz0EZh?y_O+BBZcOMKPF9qg_oxb=(ZW)2hTARS(+e?@-1sfvfEZ{u` zJh`NfHT}V4aV;?XWM&m7D!ofmDB3yL17sB;%^K2Sql<9ayHEMFJPL+B!YQ$5`PemS zeD+qye0w$@KT_e`E@2@6!uH!%jXTHVQf>lw+(WJ@tmD1^Tk_p1fhC2tCU|P`j##t> z-P$iKvwjbIJ@m?EAOXO@vGWzPUQIBFuEIhOKPIH|7ro8tN;vY;AKg! zi1!q2H&a|OMvchKsh8wBPn{B)4_Xi2z=?#_bjO*z}k}!BEQrR4~&L@jYOr$oxzY%+)Mh<-O-vvBi-K)H=J^|FR z3$Ouyn|u&_d|IQ?k@M#pPh zwlO1uN5Og(7KX`CqW=AX3G&bR?w~c>&ldy0z*|`>x2WvOXu7WjmKntSV1XJ9bV+ld z5&_)9a~v0-n{pmkDHrozmM6el;eE`o(s7BXj)yE}Oc6Qd>!HvY-8NRzl89;?Jm79X zHnk#7U%G6KbQ16No+#q5=)7`<8#%|kSnwNcDdA!M;IQ^MnkDcMcvWg*gkbKmXzhiw zpdUUpi^azhJ-Q&^#^24_E=GC$W&xcgRDAo=9*4_@DgklRIm2aKI1Tbfb7yCVzva{Q zB-pHRIK$}`aNu8ta_PZy5<;}!Vci5d?RY}ztqIuDse}ZVk>>aEb=g_tallwjhyTyEEw#J> zxW`d@_oaxtdE`YW_g$x85P1Yu4G1mZh62PGe`5j)|VNznHjb z^0s#~&A37$g|DceY@x^aVcJ}bT72aNeBK1AK|{dqE=`^qZeF~k2y}otZr^0NMY-ka z;S73wcJ7m_@8A>p>u{Iq>*sV~!9fHO_8{q~Osxp2exz4Bl}QqL9TO9n;IrAzu+A|B zUM1Hn*Q6ujf@KBvTD9RRioxDPXNam+;(30f4GOh~i%9Otn;e<`p(p_726n-{6M0qr z7I%P&9mQt;@;;DB)Pqb}d30oFXJy&z&=k;#jM?UP`f3*AbzjCB&kdDqZOt_#Ve{gL zCsixgZ;2fWsYopq8WZBYM7Zcxsb)BW4h>?%!a_g1ec+~3%{*^8ZqZ___InZm81&%o z$6Nn{-k0TucYis(;LjG>SGTDg zy3PFpVQStFS=rN~;#1!1vovwZuv?~F;}vV&xYI)FBPaAnUgTFo*WczL|5+hfiEia8sBp8&e@`E>V2UDVO?x{+uU*G1; zt3qlbBl*=4Z*6+r4!mrnQ} z=1`ds?gXfhGd|eo@xG=D8(32C6&xeb>K)%tqlOLtm zY=IPNTIIM(h4-~Sd7=G+v@geCc=3^AH&Ape5iyqBk<}EQ3aRa0^{FR@Z|OWx{ro?t z{OQ*3zkdhlE1EOI04?Wk?9I{VFxmAtZ*z{0ypuyAr=M?jeoyb&`eH|SPcUN9LW|Rs=93AvHrId(6 z;FE{4!BB>VQKm6r!-?FqJcZ_N!(s^aF1eG_WC%rla3%Wvfp)VdY+dWP2is8SdL=2i zo9@IT+-2N;1v{5NLTat3vdMXFecsk@Xeb3Urrul+UG#pHcloM~Oyq8^m)_2cfOyxs zzqX8U?g7*9n?Wg2&<_wsT}K>R%CxPzMwWYwVY z0cNQCBE>gp4 zRS-y{6;AC^nK2Rk*<-GG42uFiBP81GK`WN0$p%M~=Rz`0^C*nA2x{~lj?6{<~301En6sP7lWb|$V}TEXIK|w5Qbsiy@EC#(;G4M;r6w-uthl()RW_~uE!xqn)#W>cs-5G8rW%&H_XO5f5!Dna! zh}9fHGB@D2=YVZGsJlBlE*gtzLypGKDx1jE#5N+zg+ryZ%(ClqQ*AtzwvOt?`6R!` zgxS!BJ4~3&xX8~-vP=lNE9W?xu*cUd&T-<35>F~ zDG`(1E~7+xy)-mde@E|EHl!$RS0Zut(Op~m*jpSkUZwc??x+f#z%hZnIA;7)2N5HC zf0;E>xq)eps+Wj7^O4ED_0#P~6h}iHG%2GgfPXrj!6v`NKvllD*B?ujP4C4i zrB|jkR$BjS84cA}6-*jEZGF1O06i#=^d-lJCm9eI=|ZG2;cyhCKOfEannUm1@stZ~ zY;$Es50`Wa3bBzS$UVrbQCK_lTGG1=-C;~j*avIA=L)9jaasQX+q|SCY|eHykZSwZ z`U>M4UaP=|q1RZAew0u_+PB7`dHQ{OC-PS`ro9UwZ0sr=UANWA1ltKtae8re^f|B zVIAS*B-+w>TA-XJ&tG6qud*K@BqazHSN>B#uz@7N0slqtWQfqrDGTU%xg3^-@N#O> zg)xMC+-42?SsE7eBe7o~hfoS zOi7`C9aF#7{F9rn|9eS5xxOSYLkw(QYBGP?ggzb|)HSr%>!DvBk*}Qey91rcz#x5t z<5otL(FsQse#2Q0wtl!2eDwiAn=$;$p-t2_5{rX*k&3q4 zkpA1{t54KldB1;Wf0NS3fD`(H9W{x9VRDiyVEaaQM&DL1SffPF&zR5np{K|q?92Cv z_t{f8R=d|pQj&DyQ9s8HXtyeE~yS?Q1$!R!_ zXkL&=5Xb}uJo^5@#sK1=38JSv!Q&wwWJ(`MNSbaphG zws^u!pk4nX#n-;O-)Pa-A}PhJ5J#ww8f((2@Q=**AoEaM-%BtGk5#BeBn=z+H@giM z>7-zleN^76Y1>unk<+%leumJEQX*Q66gDn*eYR9}a*>*xxuE)@BMAy@1Kp6+TVt_4<367r-r! z={Tv3aa!&mEG6A5fx52df5KxYeT16;W1nnl=ZZ(DCBg9c8(sa ziOUGX-u~NC#V33amzQ#ZLg)02C(Q47d76Ea_vE#H{?2pORkmD4CE=Sb_lZ3@I*|C` z6@E$*zWgXPqm^LPi6Dw+st#yr!4gqDJ}!vktS?R@w1TxJdU2Q2IoIg**ZCBS2-O2Gsm4bw9`ZDZUxh4{V<8&rQn9_PZW7p2(oWW@ct; zne<O0WholkPRj+oTgoOM~op|%Jf79Q=EA%=Bd|3i9rb*1UE zYu5ECeXiDu6nz{f$8(F2mH)|m?c{p((r*d+B<$1bCr@W6$xVbX+*74wQ2dhb_7{Ft ztd7}p1@ANjeJtrxEYk+*|`kG(A-p&*#{DtoJYr`bYI>qx(_%-R2^Gy|~6|KfSd)IM% z;zIjKy)R2i+?Ox}n?L5_=fEnJs%UVuXPiOXF^1oAckMsQb}M~iW#4w7`f;;|XE!U% z{mYh4(nk_@-TYyHt}Vr}Fn0?NWjqSTBsQknZus*qR*Hdxt&9vXV#(YT``zNIieymX z?Y&U)7LBr`by|`S?v5cLn)_g)XG*7B`mJfsVz$EH06jDeuWsM(1gPgZO13PcL=c={Kd{f z+|9nT^eala{So)wr}W!;Pt;iDs?E;aLbb$Pgsqom7hc-2a z=g0+MPMK@=6?TEGvO}5mhK~60ufY7OFCz2^#5S^~_kSoY=N$|P{cRkoJ zZg@Gv@}dvFLcY!KTN;MXw=f$`mlr>v8*6Eb*>xS;efktcF-a=LKvV&|;m?6Z?|yhB zTPTZ3TLuEz1tX8jNryO5Sm+ymN{!SQ>_3Tl^fmqD&>=KFJCpT3r@(KKrKP+|ToRZ# zZ*brTH@`S#Gj^@Y7&O2PJ3Em?WpF85jRvlo1_dF&MoJG@d{dKCXH{i)FyhIZNRTxy z(Fz6P&0?@)e^Dr6c5}l|lpE=FvqcK@_ijsb_6&6Wf&wAjiWPhZHf){O=*-bmP_`9Mo37P27PYT=?UB)aROGTFk+COT zIh66ovpU!f>;wb$Wc1n=>5@QKlJrA=Ryt3u&n@n#@ks2-D5vq@3!?=5jfNPr#e~5o zyI-QBBfWuKcko9f zV)>`^{(I!ZADOCSY_K9lX0dj>%FL-9_1*i2i(xjI02?NzCh2rEBqAc3@{i4`AXfA9dyO~vS%~zImHSI4aWM`-aUouKIKZ=4uT}Ry@6&FEH5trcFoNsB z((u;?=$NwKmAipRNy4P{*tfYl^si0>MYMREX@c$?Y-pxNx$VZZ*oVq!C!51;e#--1 z|Ir3{K9FYWIru*-5P&im@Y>yDq=HC)uzQq}noBfGfO;p^JK)j`VBXoIZ@znk{EIYJ z7~mgB9(?t}w-)%cMD{!v`sp;3K6<3Pf6ayYc4ZPS`!3!4Q1ew_$I6^6vWKduq^|;X z>U!1Pzv8){K7zGdW0t@G3fe9WMqCc%q@6rYT)`^< zG-sZiSicC0h@cYu>#L#CeTVwrFkw0* z>S&t-6`LLLB}R7@QXpqe+RB9Mpa?*%4;J#YUP9S48BSAY<$0*`UXEG{PJu9m|JDge>OZ` z8edoYy*lGUOScT!qUxUqVydd*!f!58N0o zr-St7nRIPOlTgtPU|BIb_L}_1T{6X=$}{5W;PP+rS5)f~UVTcT!FdJ&RKicx`{@o^ zyzdFXu}~h{4mZQ+abEWNKi;=y(jT^_p$v;$#3X&VwfA_;E{z{vfbgDeYzZ^78|VHU z6hw=2wr2tU&NiZ?|E^ZT2lki|Ujj7h+1moFW&Enb7dRkGLW@4hz-?38dsj1ei}>lv z!GSx_ZM-V5z#<`w-~KxYUs-DX{@A04wuw9v$cg@v7(nbBaz z0|IR&B_)$g_{Wkc&;Xj4d889Y1QT^2ttc8dNBue?>$*yU6Zb#D=NKhOkRz=(j9Aw) zUvTnnNAzE(K?*5F|Jix}B4Y&Ix#=O@D&3J^z8aC3Pr}_j!OSUH!zMi-;44m4(BIF2 z<@zk|Di%k9`N-IjwaMW1LcL?QB$oX7l4pMMPy%WFlM5MB#}o`ZwN#3zHF(c zOZQ!%oCW8qBNqGd182Rx26HO-8EU%f>FM1r)|B0M6@`P`?fMxnz+WOS*Je^difYVh zN#cuUcaE7Q+G()Nq_Z_Tixnh5A~;m+_o`z~~aeXe^si|okwzEXzw z4yJe;5Tiqef=QD;41D9$rc1dZ9P%hc5t&wxf-T`R_l(PMqg29(zD3*WUvUts3E zKNfZVRuelI1ucoXg1bt^m_P}63BB&)yUz3^M3JR0>61312Nt{h;|`hVZ6mvu=@9qw zl_dl|=iQpgl4@UfCLXk)8Qth7QPGiRXL^Vreh|B|GP|{kAVBnA)mkMGky@I32)})! z3DkUOI|Kkq>^}B^NOw)~DCe;yyud04Oz|eKSA&fb!~s)_IVtV#fttv59Lz2$?SeuL4jQDsexIRDK#uux zmlJ8nOw1w#1+l+v2FH!8Q?@)-#HN<^*NA+nL5s-yQRx24!x8yfAMyChmFoV>lNblP z%@uKc`AmzGwJ$_O9|?$dVUlf5gkw#)zm;+X#}klUa-bshzggo?Vo-n^CX$&<6ngXs zKw-V+XfqBe{gUlzl|9=oA}=W!S){mK^=WC{`(~IpTxPuE>~x?e07Cowg1eMRHW7zL zUPjwoii+cpO@;;%s-*d$0srTbZ@R&{sC0Bx(F`bSnE$HI42TfV+XB|0Uk(BettR5jOQdX z0FNS2!Xco$PX7KaZuoX|SG(+cWhL`Wq!iWEbkQ7`);((f6=xr(mD+LqVSUlVhbi}F z#QJ&^7GpxdowZsw+KyG$MG>Wa-tWb*Q?(s26N$`|uqp!5#FS`^zfrPjna-9&MKdEJ zhRH0xFL_#$7rqZ!h}cbvHp-Rsgk?$!=a)K~Neb$$bT3-~^f! zIhtt5AVH{-k1&aVS^O|AOck>Oq|T%W-XlR`^#uh(np@2rsgklVk{nG^S-8yh_>{c+ z5>+D2$#kVi#5&HKG_FO@?N1g>iQ;6)KdbHa0TG6=>M5RTH+$&qj3c=nUe$Ec<c1{YzDE_7j2ck!Jh!Kajhk*l}H+c2y@tG z)E7l&x+I}VS_grr=@)mRbG*ekJ;!IY{_WMKuwHW(1mlzF+*QU4irMdEGNW?W^y2UK zb0gF95ng`ji25@zAtrS;a6^{u@0OI(#V~kSKBf5D8;;4y4{307RM*~KDJGWV=D2%m z!TZT_n*bTJ!3iM_d=rL`uh5qLVgy2vK^HPA7|Dd zGrYSzyYLRYQH07jSHC*9zN0tdi!-Q6$@#m4^NV+_ku?m1)C`c8m-W1WIgqEpViw-S zv2t^r_~|DK?36ujh8B7dP-musg!(fmEY0JS7H#qUldToj+y~*VhKiJxso=IYGG@H{mMIgoYnT=>`(HO7XlF`meM@SJc zr38q!h1~fL(k@PofE2+XF=R03;{UE|YT&Y%HS%Jy&T+#-11gpR*+CU$4Q*{{#tiV% zw6rA?X_hZ4+&MsoLFD8+$1Or@cFwm$IbQ__7cWp!V`GvcWzv6?=Y5)H1V!#;&BC9B z+1@aRA5%O>q-uo3qA|MWmJ1yNm^y8%PF4*%!Kb8N+`hjqgx>C&U;Co#RgBc)4{HbK zr;KN}xe^LuxN-em2;0ATp<9Git&1wH&Opuo;8vWZ@~$S{C05y-n+UEK2~49)HNH1P z03jqmd&LUO>Zq=U{Z0lH(U6jsLpMeq9(G=M6g+?XVG{mtEBu}{a|)?n zdh=UPbr?vfa-nhg={U$??4xv85t>M0f)f`Xkwai7seW-9@-42V>iY&@qBk2wt-HRC z80oxH+&D7~?yhAYwbJ4V#1sMKLLp(Nuk)#s0iUW!d#=VmhGrv4PEVqfYb>Q&LglD} zz1QAQ*;F1Owm8d}Ka-QP_6I^#33J~+l1L+IvR+XJM;)aBW=%qC>m`hVPM*OGB+j(T zCP^yqMFd=Mw@K#2GHb271HrJyNsG~^CQDp=BM-*N)A_70e2L>}zk5X4D-mf$je>pT zx24=f*o>6QRG=}%<+f90*FGg2^cqMEKERdN<$X^l+h&sV#_QbDz)pu^7%P=&Ku@Hk zN@?)5&~MGcvj){fMrBj46tC1$IXUG~IV>p*3`e`JzKd7LSi#-but7?j_RKo$^p;$w zWmzTq9(a+T;9>7+HiGdd_V)G$Lk;0KUS1@ve(N{3`G#oIXGKr35+YYT$zLQ?V;kUW zrk6+@mRo54AviS^mmw4hiy(rtB$gXxOc-BU{ll-VkFkIjIO=~=);AXY*d+B1ujQ`K zr4g8eciMsYTxphzkBmM->S3+-exrmX!2i*&(}_fA96XP%hPj^A-Y01nNPu_!u0k_c z*^gMPqnY(7_}{$DxHOkUVHT^|QJXT*guX@((Pj4&!4Nselt3gRCK9+>ba667D6=zN z;LX_v9su21E3{BkEzX$`6Obc2?n3nf7=uP~Qp_ABM(RYf8uYHRNPm1{cDjyg$Rib& zkTi$oDgN3Q*m9YYQ6F{M(83Dr)0vNR;>kO~eZbM0N}h1FY; zk}1~rL`*Ml4BJZze&%t?YFF9g_z2q?>&(4lRJ=c)bxDVEX9b+7zhk+0kv=qlb6T#Y zYP(WHQ*Eb0Up$f%wXRh&0gmS9JS(ZSY} zN@$yZ{|KiYlh5$`pI<*@FCE`$NeCQsM+@Uktmvggl9O1ImuKpBg2DN69y!7GIyHaL zV1>pzYhF{eD(%kG# z>=|K+%wULziI)&y^x@mU-g01sE?k zBw;vynOLuk|6UC03>Y?0q)DN^8e}ouqaPcte4m;B@rZR^rHN#4!n04=%iBA+H_9k3 zUrS0)PyK^&UHFXOqxFwf%6i{5Y*a?ZBi*GTj3*|^H^v=yTpW-%reKrt4Y*k?9fZy^ zFCb3mbyyxz^*zPT@jjKOqo@1r8UvCdj#C?2LZScxA?;@Z02NJ#4;G|ZF@!0*vD}Hw z-Q<{1T3QvaJB{UYhzoG_^MV+Nx`qZ=$DIkvwx@?9ml-{4js_Q2@|+9P%Y!Awr;Zl@ z_68YfVLpb2Dci~nJ-gGzwI-e3A8l=|V?opOX2XT+((;8Swhu|$)!tO7{g`fDxOBPw z_r&18O~lfBYmf1Ru^LFmiQ!-UL`GRyrVs-}6W42vy%O6>nXXMW(R9#-RLYK@7-ogp zx?d}=rYf=`1+s%Ij{mz>R6Bs^6ev-4LRHF`vH4Jm(1Hy0bGPvOzkD#PNq2oaDvfX0 z^LK{3_IPe?1k}r*08|d0ceF^T)tNB#|az{IbSETv`lT zzwoWT^v1J4l@`hTi)mZl-c%1Z+h6#>3&gOX;0A0MN;u%F$53N+$BN)y^Q0B34By68 zPe#nq>2j(;T&0vx>0y#qAKYZj_Y}dPrj8%K^T-L=vwDLUw|0jInG1&$IW7rFH12$1 z3003`&Kjr*tdM2Exr`q_q9zlye2;on%r*1tqy;OYhf}Hc70ADq1~!el3Yp2Z@1+rY z?>)%I2T{|0*YQK!ima=>bh#tO#L7BzR{$nzc zsAZ!OHpm)`NScIQ&CzTo{M-2hSOUXV`8$(5 zW?aACOKOq~RZy(nbW(`QgVp9LpV+tx8i;YW%2jwDT1Yuu>mzbF`Y`|KnEV6Q3h<*E zH|c%MylheW3!Z{l(!C-zhLImN$(9*h<3j76JQZ9Ss5joGZ)Lir-x{)o%;UB59N zC~`+a@QtN(+<2aK{w3S5zw~V_aRY^5C)$?4tOJPLTXda#8qN`Jt*hrfyDY1uBZ~rZ z2q{BDVdJ~`S&+L>dAiBw7Xh;8+E<)FuIl&K>}t%3XEcAttEaDo@rN0|F)&tt2%n$l zZ?cQn+R_8FmpFj;FO}Iyh>L9Zj}7qKW|nHCslZOC8IKEJEq0IQ-k<{STz1#OfEGK9 z*|B;q?R_t;pvxV1xe~sbSe)uv982-OA=c;UcKaYh&<<>PZY~CVEkW#+%M~`{ywx-B z0QeJRg8F|oEBNgiyUL{V<)`Ld3iJ#aDaoS zx5ggqU+L{8Fc8!DaeUo|LlNH}W!Zk4#Dm-28!}PMqCZD6teGvx7Ml<$pVP$R>^u{t zN!bjD=W4IGtl!ag-~S^e`Zo_ugrfCnS8YD@$`>h8rBAogB)v^=Tw1StaDC!kl{Z}s z!-$Ytkr4!;^+7~C^oZu>dYAiy336I_45q=336`XWl^J6s7?i<5dwB7dq|zL}xkGNw zn0U&5HJhwTq^Dy};%(D1+Y%U7iqDp*Cllo8^f^I*d{1ISzG$8!8lH~cos+*YKc9?(E7z0xmhD+2acY6HCQxi4$F;8!Z!%f9(_0h3{}u3#9o_^UBhb)}Ie)$>Lx^MmimQ zGlxaL2v(Oin^fgme5dc02cuCk9lg->Z|`)u@cz=aW1*^cUM`77PTaPmQTB{@KD06T zf@#}iUi(fU!fw!t3nz*eM|ul8_ZqJH?+IZQsKd5FW(pk+a-K~}UQsDyacoLsT6PWJ6s70g0u(2@g`4V={?xaWRgKnIM)#(Z#aJo;S;Kc&2ps-nhFwVuh$z12JS`j~;c~!wYoloqO>(A80rX=|-Vhoyf z)$T|c$InkxtL%eXi9ff0Sf1od8@Mn1y58bzAJm85zI#rHalV|h7Cq7h*@DapG)~^+ zl-|f8Z!pOuTki<>p^D1Wb{g7f-1YQLYc)588pl5?MI}mfE#ArYJ6-Y1C+>W3cm`Zv ze*5_|B_IIiQ|kdQNFMA2spY`$ZuRd?G0^G)g(P5yeUH1zfni3~8Dv|5fR&K!ka%~> z8=G6NUlWkaNleAW@cwjW9D8oHaIWz{o?B8twvspQ-OCmoDu`yX3XsJA zomoNSheMK84>6U11Yu(J!|U7l;eOF5QR`rjreIKcLDJuQB^+E;yyv}e-NwVB5eAOL z#KJXCPlEK^itq_q{I2x$^K{O3vSJiwdNV6au@kTNNuko7vW)wk~67tloC08 z^tK*=lH^OKf=XrLX=12lGyff;S9>@W`QCN-E0o|+VPz;+djxy?ih|l8U(0UMa!yQL zNeo`-^yZTRA75+ww=eT+!eJF*5SBw9Z>Y65NsS%^`w}iG>1Niug{G|3MxGw2?3JrD zmCX6!%`mG6p0AZyX0 zea+(rDt7`;VX2xkYJ9dxHCQyeIjGq&WNm4iI&Gt!wx?@`>SnW*>|q{zTy1H_KRk zOwM$rPGq#Q>p-E6So(Ddq7D03yJZOo$+kekR4ySoIJV?yo|6nK)*Zk7$_nTd|Dyl? z`uE|IL8?kYumso7a+S|u7Rva=EL4os_igoGo8%f==Vf(x1Ysf~V)cz7MR{(b%>wcV z25s%>7Vt`*hgO17+9M>gh@Bv3USOL0`!rhO5XaD_5gom~%&jmUOCzQ*)+_0)0sm2* zwx$rCO54@GD}(W?wkzR^rmf6v=#y5;d?pc@#|jK<+qK!_N$z8WhtL>M5CbnT@Rnj_ z)hFxVgxubKsqmWpb-mF3z_6X;&I%}}X4gzR*8bZta?{B^w~-V}5~O-yw{`Of?ki=S zazw-?uXe(2XTp*D`7=p@R=#+$Wv|)xW+m(qjn=?r@$U@vo7;2tsQtCF=0{8IwfKXR zxnVYpK#u>b=fQ6)s$c-Ofm1K;v$(vLTAiKoOb$ITr{qmVX=(nJ7@x49`)T~1#Qgme56V=-w>|$UrB9>mM}N3j%)$ z%JgO=P60VOwDEQz|)61)~qEGBD?&Np45XiO1eURQR`{MwJW zg_E4?>!#c+(#-WQ7RVsFLK4jNpmC-erfVkat&jUX>yDA9CYYzjl~`z|*L~e4{I!)0 zR3;Sb{I9^sj>g3=IU&qh(J}JL3cPs}w(k2D5V|U4y~T8;<;!ZJPLJOO`?vl|T50jL z41zD^u`CqGu%*ehVW45zo0_h0QG0GyI(u5O7Bm!D4ZoYc7~YCdDnoV<;cHnXI@FfU zmnz;!G>-(FP+Gtt8Rj!GYvR7!`Tj>P)M86(uSY4P@D0ceVRW0Ijj;1fE{QQN^m=G_ zX|y4Xs(iwV=$q?Y5$#l0O~v*Z)?e-_f4X%*&3HwG^84GiF&*TGL|gDWe2!cDfd3kG0I`6kFlVL}4MdLt9V{742lI0C;)J(g>zeh8+>Fw;= zRF^TmJ3qgFbZ_{~f@yg3tzv7t9(?p9{+ z5P|1-)7Bh|mw#A2bPa@k(?NEn=+|U`GWJZZA>0R}!Pxa+(}+YCp5MY}K7Ksd^_K z;iI&ie8AXd(;FF@=jM_X@D4ukx>Rd9kww{&yy)H6AUC1(oYO8#4tlLgxtC zS?uC_23H#RI1n&e{y$IT?=MQ};5n>+J=5SjaDIq1&-6<*EAYIbZ z(j_3>BHi8H{VmQI=R5B?dyM@Lf8gL*&${P5=QW9?RN{(FX*@We&L8cJwU!$pPu`Mr z)dW$QQNJF9XFt+r&MlOVYhLufrwOi7IS(fk8UIB}`r(D6?piJhe=rbL$aFY^k3MQn zqGxEN;dEF;n;3Nm>8j<9*R&3qm7FqzAz*-@qe?h1oF1Lw-IrD3Hwo&-^Gv4Pgmx_wjc=ek@oHP*0~I-Fr9J0tkxv>*%uPcq+$ ztwHZI)E%~0Pb$4mFPy*5qE%cE7fp~Ss`yh5IWY+!b?=u@}c#2VK z=|0cm|20bH~=8FtQGqd5(%?zv@`9!M-cyos0)PG6qO=E*`cW_`G&?x`3fT`PD zP(i+ZlN7Q;6EDG9Uv}448xgto?CS(=F3(|+yGtj#%NdLM{VLh0x$>5lbdslQc*ZX? zkJ?};u-hwr8eU#T2i>gamzPy8M*{m8-`9{{`Od?==YWLNi20PluV+Zk>9=JQmL#UWVr8p>x(v2>|qbvRP8L zx~brkGCQjc2M-4bQid~s^X^Alt{_N(UsBq9b(GNi#lJ}?9KPl++dIATdAg$4td9m| z*lCp~b{XEc@4zg?Jv-j1N+nvU_{sIlH*h%uPhCNi#42lML-I3P6gcZa8dKSAj5eun z!+ubYD{9O>rAjH7-$3bOHG;TW6y`|g!RL^ORQT@`5JTXU({Y|L>FM$*QeBOScss@x z(HV@Yrl(opcqb&t<59}Mrz<+xIHbP>>Lv8#*Kd|{%|l357EDmJv!p`8=G%$ z7rh%*^*^x-u~jp1U$Td`o(>i4a8C~KmbD^~!Gb+B3ejFJ_r=dqey;kYHZLCxX-IfP z3E}?7Aaa|ne6)*P3jvYe=}-FDA-!E++Dw%!&GAJ(n^<#cptP-?kqm#PNt&v34{_0% z^!#m+N>|Q@EdG`EP;(@P;x(T_^vG3~*@RfGLy>WAQbF~2_4FlIhAG$+nY>Y=zg%_` zN1=#72QfZtsI+jbs^^kKB0Ea1HIM9E&y}u_gc3PW*q2JTPF0rL$z%>Z z9)zZ$%J0NnT)qV&Q{vDcyWXE*07D4v#q^on2LTC&I!rB8Rt|OXB2_4Xe6AV5uyK`^ zLg3MM>#gZP$dKNGL=oeRy_7(lIlub)b^eTBKIQekDW_2i9Ij5qv5yITJdzt-kZuYIN4XYV@Se(~DqHAxR99xY+2BMmQ- zJYq!ih6<5VMN6o-=NN|A8+-*Ca2$c186+%=jguTn{O1Ea{^AK!1RVn++!JEBJ4^ch zb8Lx|_{sD!s+Mp8(HyIpaPS>I<))F=y3wh+2t&KjV)NwINBD-rMwjEqtEX?^0*)n~Tsw8bWxM=B|GERW ze%TKh=mJN}A=H_l0ALREd0?Ujn+9mjC8v3xFe~hO48$o2^!Z;c4BRm^#K#|DT3C12 zT7e4m=VmpKhTorUNqt@f{2Nzb=HU?m$7|%;a~{#~ge&vue(R7N^9_#WO_{bV(yM5HTs$O@o9n zx+z1FJcG>G^~L#RZLI5S0{3CsxPgTMc@pBS>dY%YA+GlN`_pRh8e;9+0#GJOaIwq; zUXtL-17P0B);a8Sss>wYnxwlJ6HGE4OAi<_!T|K?ON7=V(t%ya_qK1rlTKscxzujQ zQfQ7PFDoCmgJ`VPa~4`?o;EoNAoc2Qw`TA?eJhRP^cIfYBCW9|#3He(##*A|D1<%T zSHk0L0Q}Hluzh&hw?%E2hLWc&NNSW4frYfdNAYLw5-%n3hiWXht8M(@;oZ9gdcJZt zD~uz9IU{fYi6bh}US#d5sZzarErO7vggCCMI6;%G2u=k7u>2m+9H0n@D5i=rNmnj{ z*W!rT(0)8TA|_4$P+_T+2Q4+>E-d!T>Gi36tSe<{yPYlgK7T9wH($2i4Wp>$$aKO@ zV{l)k*TnT&QlH$67R6ZCoE)i!KBC@K1#kK1OW~#X#eeH;zQLPNW8?qza$sor7Dhe>h>aJ_uSFBK zN9xZ_bw!HB7B9J(%vtr05zQbI27x&Ttc>r+zJJR}b763FB$YQQq?_+-e=qn3_8c=U zPDV%&@U5@qCJMOsKQQ}L@oYaNea)c(I|(2U{F|D35}yU@1F%K{m}4+l_^nxvVv9ec z*PzKiHEH)6y+urt+LRv^aoj-C9UxDL78c-VKp))ILY+0$**_;;@5i&uwMJAM&oyku z8EfLge>u*z!_BaKNu#|2&2OICt?E1zfkd(Cw%SZT0L~e}RpE5F-6?QbyAzO-8hhuM zc9PWOy@B#x_eoyVH1zN=H$0q}T;KM3*rjdg?c#CJT3I<%y0Ew(kiKp%>)M9WT^9R1 ztUb{HD*f}PPriU{wKaR^5o}=IxQEhEuxKW(a>S{l@4q&?%}H zWvlyD;j$zkHx6R^pzn3?>!CF&kw7@Q->wwx*|`$YvAtH&|G#YZVO{-??kh>O4i4S47k z4qK?8IF?kvD&= zE7Hq@+u~w3*^1wP!Sh&`(irhnJUN(y)8P^SEjJK?iEn$qgHw>fz}n*0?SP1YWMhAV z5-J_d*e_=?r(f%Pcq72y(zd4J!z)f}055FoM=lKGp1TWI7TOGAM7}xn{gZP-P!vy%^W!^go&d-mpf!;G?E#XSYU%M*lt9b$g^6zW4#0 zTK|$`fq+*P{$$dFTEIBofuma+kotl%dv40#VpF;>eRr_X@dXlkhQ0bIm zy^+|y@B0gH^Av55z2J4rB@*9wE>Yrq42SNFPo86^x=jtm^zrH9D`a$}y9ji{3sj_) zdv0LV+K>oMv2PAr8G+4vS))0I!{)z7t-HrzA5XzCimU3zz8^p#412iW9ynU5T+$ir zKU*4HpGI$cm?65xCL<8fd4YxWIw&|OB%qV}qO%5=+(4nt&1z`EzrF+yvEUr#%z@MQ zJ>3cg_}fPS<5Y@;Bo4&cqM{-)oCszfj(#9_m|0nw0CqpnU@}2JPyo8-2FskwzEEsd zZGOy3cCIn&8p4v~si*7Lgzv3e%q-c*lXV&5z4XW1xv4SO$wvJA01frkEj|6Zb>z60 zNmutSIW5f?P}82F_*`s%DBg0il;pnBox%qd1D>9KiJPC1x>nD2=kHn-dfDC~Whyg_ zkP1}dR(xVa&g>dcNWTe(1-9qr)Xb#|hsmW=wKC>6=57}?9krUTha1;f$YZ2z9sbX% zl64e-O}3gPkh<)gj}``w`>{O_PpCDSxTV9OmDO#T^<`(dj}Uoeg>;OOOj*%0$ZeEW zZiCV5-h>;*xu$rSxYurC=8-it6fs=uW=ecr%O6R0gL%^a$qH)zDo+F0;KKzOEgzxp# z`{g^13=KnDCZ6~9roix1d7xxG^Fx&Aut!^g1J7~Ka2 z!XyR76=oEp!CE)9+x5yDSG{n>LTt74ffx$2NW!lkhi;(?o;m3QjG0fSJ4Z&rXtu6r z3py-&MjC}>a z@O-p%5LBji#JG>zrs-NhHPD1g1`>goFo9fLq(UV38bzhYK_^mP)A3E>vCk>fjtcHy zCfn%MV=hX`(TnPllU{zo{QR1@L~dj=!3$3Uo+NlqUrg8wW8M{u@|Hw}(mRVs9!Dy7 zX;kv%Jh)Jbn3R9p2M1p52W5NqpvKDX?x3#vtmxoh>N{8_MLeUKewF9agx`5ddbd>v z#dTJ5!_OlL56`R?sG$Jp*BYRL=9p=ZzVm_gT-usyYfS~kPDIq}GO?;f$Sro5RrF_( zE;?tiIKlv>9oithE0fzZ5qMeq5L;u)uod*y+O^N`3XIvnz6<0_F`uw zSQ)RNljmE;Px^n;buNrxE8)>_y&9(fm%F!Wut)IGj@av5>GtmSTL8tn{mstaAu~63 zJ8-Wmn7{M_UUYio;6jyu$**xC6*M?op@tcZs3^~MMN|d()0JkJqJRTUBd12&ML+(- z+A+LOC*!5=*01po6gXjI0iS?#!nj(iyQimbOQz5~qo~h2pC#_cy7}ltzqzp4XHv!C zr0;d4Lm3MSwv$?P*T=zv;W@qF^aQj{p#K14u98OTXIIyNj0_{-fxwIs94;zI4?4O7 zsi?v5Ody&VB@8?VT^s=GVh!j1nSJ28A>&ODW@l>|eyz&SUWBDKA}#8I!NS4RyxTx?vGKHetv=XTL&>NRm_zQg}NqsuxVVe?*r;iuy@ zvSy1pc5;oy%r85N)XO8ul!>ory%Ns2COCMEI@CI`CiW_r>pk7y{y?~D<(H0eCNnf- zy~y3>Tf3B#C(rS!_SYIASAsMrc|Ip0L3A9uE(;&!S=?UklGs+WiTeLjO?b&=`y;aO zZir6)Uj`6^BCIO9#Y7$HxEk;c&+jTi*f8wAY*xP05sfv@=o6dzMH|{h5g=j(ya@wUuKUc`Jujzf zfMg+}YM#f*7VyP7D4kdB^u{!DPj0T=lqLy2+Qe%Xrq!?-b(zZmDlHz1#aAv>o_LAR00w)@1n zOAR^_yHScfo&;FFe$sN9cb+3wFSn*jk9_RA^E9qNlYjYD2*FkdO+4}VUgo`>Xq=EL z{iLow`lN|r(4g2D#phlWV;$7+*?Iv@Ysx)do4bEKYFLPT`pcTAw}%VY$@H%WjEdJW z#!ONmw2kB|h{Dc1Z*>t6?qFsvZM}pL9MwcLjCJ%C9X&5m=fcVjo6GOpszWBHMzKkVKL`XVaDr){`xsCt**+4im$m zwDzPj%4`2egasKa=pkmZuo!PUx{N~io2l~KaU0C!j4IwW_vUB*y11mE%E{&88lNyU zq*_yB5BeX^iTV2(sj0ay(j4$eNVb62qLk2RlKz)^IuLxgJu8yR_@h{SR`8)J6Ql!D zRj?w8gC^Wofqgv!&ZwX&`hFGH#csE#fNTIX%$yFpw8lMm5YdGC;Ukd^uv}a??ax=n z8CL$@p2mBo-Ghj#zW#_wlAer%3g&b5571#R-g1nNjeX5GBjj<7t~}whXv9`y?QL!X+&(d@TS^Ma4Bg{f!uLt&t%j;tlHtE1TK|Kgko`(&G@^;xR4J z2vXx<`@1mKVJ?b#GC0`({M_R=oc7Z-fQBBeR?i!`qR!hOIPYtJl8PITB_m_U_;)iu zbZF6$%&t334UGkZ^u!YBAtwYV)xl+l)_>nP{V-=^XtiZH!L|Lq_jbOWcTpMRciTlK z!BM?-c0)G#BLB&+;o(;nX5}6R@co`ef6@}|P!>9IA(D4wIS>Lc!>#5}0Rt375Yj`;I4A~aBhQ|yuQm;w)tnliOh-(K zEiy`!llz1aph6vdv3HlADSxg`L94LgU;cSu5f+t5pp=^v$0yD;Y*@Eo$bZEz z95`J6QsmPt!zb2^I=gxIlmc?miQMJ~oCGuC7$Dy+w7x&IuFe*4G3y*H(57eWr$N!d! z-pE&X6D>XQ7^NQORC7x_ojPdRK6)ssmVZC5S$#vD1@xUI137Ha*)e~~r|9EXPR zw&JQ~ZJoJ2&qL=0f9FkfC7GT&!nl>kUFmx4Vk&)Y_TBx$hTEc3+kB7e;Id|1Sp~ayfKMul?2^UYk>Q+W(P=$SEuE5Wr5XE zmA)Bo#UZGz3m)HzNmg1&9ua^qy6tQWkb`Zn7F>+97q^cN2SslN`*7!?g=Nz34Nx-)sURaM9$Y?e=f?TI+WJEh))1>z7k#Y@bW7XL&pp z^@y3R_(IpFpt>Z?uu=%B+=i%M<;vVxW;DkEj4&Z$g{ri_YU-HT9HZ@v!pnA^=dkAj z+G5(B9W%M{AKE2KG+56;+xnx&_Xs8&G28T$Hf{mN`&d-7M=LvnOh&03X z?O%=k@(MD$6?|@07QMT$Syyiy9GxA}Q#s))ot}==0$O`YD?Mir%ZqJ1K)dt*e3}=z z?bi{mmV5-0be(6A=U4R5fb;`S$adCL4x_^vQR_L5ju@sBxkSHWmYho!2iU+40W95I z9iHETTNy$MBc1@yn^JuGZye&X=!I*V-r_5@ygg<~IsT*Eh0#i0?XX_bU|1*Orh0F3 zCpfC`etW8brM&5i^2&jQyhXbbie^5^FaE6=l`t%hNf`P>Qb)KHr#M`Xm#zG{zV(}s}Pnh zSg65*&{85R0vURT6>yu7v2W%j1i3P}>S^L47>uZfZ=HQqnqYd~F3KaUEOTM2vImrb zL=21+1dwHA88rSly$9PMB~K|x1pNtLezLWypT!%DMzqc^;%c1;1}Y^HMp_L)>CGga zUwXDuCB6}~FI)C+y!xUYAe4ox_9mA`7%JUUd#0(5qorPXKo~UkA-jTTs+2rHp05=$ z#m+p$R;&Bl&YbH*g!cO=tE7sbgoz1VY$|dJ3S`pexs4CZgazT~46#2jkcOzx@qQm2 znX6Xx?ChOY+Ec0mcd^sQYtdkqp7mx0g^1j~3pPXz-~8TfZ-0{qf?yV^U{;(^`s{uP z%yE&^-g)FVk=D(>1j@-}T>A>iPL&^pI?9>a#0vzo#|YFBUpxIw5pUg9tljnVR7@HZ z^|sZa(TJg}&|$J*kYX#I%C?*ochvGz?K7aa!9?yIG#lFqFZ_}s;<9MmX`2vPC?hFG zxvF9tkfmCp@oTR*AbS$m1chUVblGl4G{Fc(qH zrW$*ja>`E{G!ibRGn*-=n|}b1`*4oYs#cHGcJp^Zy1eh+X;+mej=9Whiv4~aSI`KQ zRp{lm1_g8)fCGu~F$;UNiavMmmc&tz5##|Mmju0#)&>dKXShBe7)dm7|2q8q!JdfN ze(waW97kMfan$f;3^3Nd*AO&sKsH-%hMbZRmv;)L#wLNaS~LFg(%DnMKjZ`v73IxX zsTuwDzOge`xWvPuY2=7Pl=ZP#!|&dISPMNQPcSF*Oei4Jn$?E(=VkH4E4jR@*nvB) zgY)t0->Dzgss&6gG`k)*dV5(x% z6^$_gZF>skAA_ON;8;sE%`kDD?r`$>R+k=}GjV6jqe7Yfb-CGM^df@BJM{oFZo4X+ zNMG(}L4tOvgp0z6EQ5fZDt`OX)@o~|@^bT8nYTE`8{+@<@i7N~iD!o{ZK-IU%dgTL zhPj_@U(Z=#j|HrK9niJzxtnfref*mqM z0VTZD6q?#)w--i^g^!{}zNzsg3PE{|9d;C3Ed-CHC{{Fom8o33;9Vj5*+9S=*+141 zA+0)8(-FMnD$#!hS-s2JsP-x_YR1P#iZE#Z?FC4%f=Ll;-Hk181Y6{sRzlI3-3QyM zZACWS+c<(D;Xo;U_|tjrUxJTp>29gULfJL%KvV+ebHs14P@TRU%SP4GTV_=&Ve-P| zDH9eG_{?3%UtK~a+&$fxts)!mZ?pf<2grFW@hpp3XY4dT?++ul)-_D-oZ7z!1QTy}aRp{T<8~ z{<4e>>*8pG8!~|+*~c)#ZUCoj%jHK-7f*)`WZj0#S&QdVRy&=fh*S<{)63^A4&Yyc zMl8AU_2X<&zSCm?_eRDnmro2|7+VeANPhgDV!rZ2WzMWt4wa;z)sytM;;zzW%i4Ra zQ1Kv1iS0eF6&cXpZI@jHl&)+UXx*OjxC#1>W8$6D|b{hNoG$ioDmzc`R_*+M8S`>>3?#uTkYba_5>6~6JJMC zoaEWmjZb(F58n67lJ#-tthi^l=cgmau58=zmt_~(-OduPS=p3@Z3RbunLi#9A53-P zQ8wbBn4KSdJebS$85u>#)pvjAfWx@SxOCNuJLq;^<5F?^1Do%9n?lF)qzi}-RHWV2dy zTp%1<5T*axF3?7*z+tfsDR?vmq1&!Yp>%%9R^|@3!d1fZp~%#gP!pw*c_EJY2~Qpt z#z05oQwkC|TiC|e?LQLS9jsotU?L5HVMI8wCP?1%_4wc?EiEicSOoJL=HiLloY+sc z94R=t+C+IeU^i_XP(d(xa)tlSjcM;2GvyOCcs(XAB!0Ib@nkK0@G zl~$+%XEX(D@BX|(iqU*=G06J+h(fop(xA|n0ydvQ@%1$nQ7d*dp)tBl3bGUHPydbv zELNi3%6PeQ^n?$!al#|Wiq&WnWwST`W{xVFgqRnJ{MHvy#)cN1Bv*;`Ili0Jfg)Ps zT1tLu@N?{Y2?ZwzO%?^C9!g^*`B#M!jUu}D@=PA+-QA-|uYVQGm(ljB66S}Zs!#^Y z%?PVNRT~%zP5T-8vP3+@viX&9w+=4!P0y}z5&t4@tvI;-JkR7f4*bg z+fgt_F@2v;$Dkzo*{nd=M#n!`uqQEOi12E$Joif@XD^}XVl<397vbiw>XGHIBnJj$ z8NQD)W+OMr!=|>nxLS!ftGI2w8}!+{ByL@qWKEExk<#^;15lV{;}r(v5hJ}$_vU-j zyyBla4Y9A9E`Kv)jZT;+23S?Kscv4Yd^n-)eUgG=h9qYKZCK*je$f%gh+b==m0w;S zRo8Olbw5Qd*w+ zHH126j|V;|=(`|Dm^ReVhk^R%XKEos>o&Q04FQE@WQEflhpM;%=)azS`u)mssg)?t zfJB`hrw`O6MnyS*H0kOISFKg{9$dbeatYP(jR@l$T*_D%n)fv(J*#vnj!5ag$z=`> zz=HOyc7@FVQ);c%_{2;IR2pw8J0B+7omOwkB-xINyjZ%k zgBAB;?Y2oif(Y^PNYH53*^==8mE}7>b-+m0NsP85IclP1RdIXVcpGK3_>&b7U6aGb z>K&fE1JJ=Q#n5oBJk0grcCp6r6x z?c*qDg0iHF5{a3ZMRfJnEi7|Y`6qWC=p7w)GQCwKTI#0m>CnD60}jY!_cWm|d*7s< z^EEDtm2ybX#G9O~zJNy)(ZEGP1>5T1qtPK|pQZ8+d)UTbsFqM%d-B7=R3G0op4>pT z8)ZsAE0^YDbXX&-E0#`Pi9J($a@61UIK7v1fXK^cnc2a-toTVEsnS^mgB9lS4(n2x z{;=E0LX13&K>IfJWOBko@o_^M82}XfeX~Wkzktl^JpE%_+`LAbHlY(Mtf~HTb_N=kEqKfA5*TJS zi4H@ku{?`Ph~Li5(qDcg_{VXq1A8QFI#jjJy^iqf!DQ)}u2P+MQeoI;K7~{QAypVh zQEX_oI)Xq;i1N_N?_c7B<~{XTvL`XsBo8k(Trcp`|k|A;kbm*-`IYJ^0r(b zNd|E0-g3dv4}7)y*j~j%$1dXTCHIbq&rgs&V!csyfSp!-p?d*ak!>N_OBN1mlWh+Q zgOnU9+UK|vVd2=rwo3L!Ix$&>zdie|RsQM5hkN`p=i}be+3%57`5JBE7^s}&a=o8i zmw3!4?~>tr_4JJI5=>btX`bI!np)+Sx-v4H>D@$;wgEy0#KDr=o)+O7KJdTpyX5Jh z%a%q`N~Ns=?MzI%VFu8;$#mEvc8_(HPrSx@&K4a5w?AG{b%G zQicdru;Zksgq?sp6sIaju~c124SRtJI9A2f)O6~sStl39J1;=14WKx4@BG1>sd1nN zRvC~Ur_f2F$OTT7a7B8oXVfcr%i0(H=|mF@H@L2U&}hqPC<;;eAdoClDaEEeB9h7L z!VqL&J8#!B2Fkz$l8iw6;Lne3FQt{=C7q2(auRLetEl+@$p5=e?Q9>rTCsWEb-n}V zax~MK{VDqJ(fc{}e%W2TFO%1?nEB{8KD2a1xZh*gp3?;|4dtTl|D#E`y54J@&cRLs zHraE3*7Mih!=quhxWskDW3dzTVMfge=-I9W&bK+gKRVcTYj;*d(1u`0D4PvxznQD; z+c>kFYfLb#{AR^_esL9(k&&-jOnO6_IiQ%#;<_C(q+`Ego)fYVPiOl#gtjH!?ZxGr zBFjZ5NY9&lX9FuX_AY7Jewr%T?84YSCk&tDI+HVQ`YmgL^F_jJ-yvh|EjrHk#?DLl zjG-}X@r_&!CIdJEXUQW>9y@=Nutt31R5Z%gH%T6S^&d}@o;|yI)IRCi#Yi9paCftB z>NBhh+JvB#Z=LtxM5YVPziC^=Dw{FJ{>UyC#_EC->8%w*} zk1=_r#UWMDg8`$8O+~#j)dt?DYK5x#y`QI47)V4CCmJjERGGr5*h;P47AH20ZtPue z%@S5t+^HJOaPUd4R=8k#nC*1qWK3WO`q$2C$fRlWxxbo#b<3OB4}u>`Il9-^byaCa zr=5wXoW58Kq<*qx2paoW;S7AQL}ajK7TGl3Z0{q{QGsev8^$_wB=VgVdnYlWolT|f z#3$#Z4w*|c@slf_@;jy>@{LpB(5?kl+RpEvQxfPHxu~{u#vQfclUO(&@#4g>Gu6q? z|9!5FRG)D#{6^288Nu*kAZ9c^s7CPO=ULT8EK2V+Te8$pmm+2NDaT0oB$H~gq0yY! zm;sHIU3V7A9CrNscH=SO1j_pqHlxZij!8J8VNEP^hDc-;%G4Qo9%{#%FHto0FcK{6 z=(z#@JSpTDEXJP2ViS%udB{>y|16WLC~fC&?E>B;Cq|11#eGlshiCcM45_FdCg?9a zn>abfMRsNd7F$Gq!DO}1RLdy(Xxpg*iNRWVtEgDQ@eOuyVi^5b{gNIhIH%-#eX>oB zZ(^R?rfHEU`_;yoEkt%>k}*)5l~LxmBa4Obt&Tg&R4^tI3oz+!BNF!s=ydp={Vrrr z&KEt1CEkzXZkSdL8g+hV(jdeCgUb7|I`iZ!8Za^IL?z{wlpq@jqPDrLp3(IM85b`-Kn^zBXy?vxGajJ+hdB8oIvz~zSf z%<h7U70dG19x>4Nhfl7t#283Povv}f^|;zM02ys?5`dZ?-m{A4?fSKE zJ%*sI@f8#Bna+39nv%iJSSCu6c*VDCRpa5~lO@PJH!D2T!ChQ9O*5Tv7Wnx=Ty!j6 z&Tx+7Irh?~-INI4a}lV#*F6n@1@M~%;MlFT>@d7Shg8e0369pVI0 zqyDAe>CG39f}R+VRXU7+<{;trTUdzrv4Adhnnnd#b_mzhp@?0_Hu)v-bqr30L z@qd1<9adcIu=pIe(KGMnx31^61bPsu(|&_nMLk%`fT8Tp;IXOFHLwjWtOsc|kG@v=9}wmL>z zMrXI?!yflV>m(K#Up>v9MMKvKTbpaJsl0I)`ydWQ=XNvf8VFfKU4U$zqJ8W^n7+Bm zrGLMASHGFE;Ca8M4Js>5kb+NQa?)uS`iXh*#N2;S;s0biyI3JO(GRT!q|7P76q4jXGEj*3i+Wg!Sk zPp=>~v#_!85@1@0E@$C?!1MND%pTPNs}?Ycq>%@9pr)i6iRFeRr?^Ku-U3mxyA~M= zDKNx4*mjStt))3QfOK~H*=yyfmkj-if$}Gv94Z70k`At>1QP%J>t1j&e$%fp7*8k zS}l3bC7w$)I_Ba7w=#l5i@U_w>I0&!YZ5P zO~u4jb`y4GdEc1788{E!h-KhqdyVZ`3=;D|9q>@W88?BS!$yBjI#w3TA#Hj7awOU|H`j-+kMRrvRK#&W1xb#=$yF)W5k%n zbCdOH5Nw^f_kLD?>w4rX@n@Ge0+V$-aed}{hb;_q8;Ya>3>3JAtqc#XO8eK5YsV#X zHl{tp>3}Ld_RNh4l-=IuPV$#TA>@>l^$d;EC?f+@Q6{F}yh}H@d?(jy`?EF3zJ^6& z8XCAkWuTps`z{Rtrl#6H1AE%@NishlUSjVA)a(lqQ^g78&O zEo#Z_U8c@86)67o1u|8BZ-hb>T00{u$!h-zgzV%_ z7qb=xo+!>G!#R2%_(j;tmk_{McK`Ck3jcMLFVxDp>cmY5Yn^ebL^#4 zZ%YTmM!PqA8sTlJsGQa_ol4yO`L^)e-0fe@1oyEI5` zx+p@DtLN*WF~7YOsaT-58qVEFSbN5rJAF5_;|zuTak8M1S=en+ot5Nh`f7a2_CZj0 z17xbMzh~?<^t|6#d$L2jdO8=JuJGW0FYg6#oX zA4EPSzFJHv1-G}_Ks!}E=A@RxT{udlhCeiCiC2Vi(T4(M|4SL%iJywmN2O~o1&5s@ z@LD`5BDe%a{^R#Zp>OWzqGhXDbdU$>h{$g;Kv|s`4~>`0vRoKi>?7zZjwpNQE0(>f zSp9k?RJL_DhZd5egL~=U7>*ne(Wus(&GyGz3rO*%DtKSmVu6ou_VkiwkmzWEU%7 z8gppUeA-_FmxqsSLNi|91y3hk_a;#9GS}oBqJ8)radUHX&s$+Uh@&_ex(qRX+%i@e zac~jO^n(s}?V%s4v_#cM@=%E9wkXMJQd@I6$WzAs)UF8yzAMoGd)ZiwRW@O6xpB}&yhkFH4AbN8ChhSwxBZ++4({7H^;6F*B(Q6s{_^j3wB zFcqp>fT#b%$CeZ^a$zn)i5DC83A{)6ruLS&0}7e}sRL`7!%Q{SMB?Hb0VX};b?)qQ zK|#|M-mgaZ&H(u*(pON3o?s)it}WfP&dO-7)(S`#pg^H_;}oc>&kPD5A3+3~#8AHT z_ZIAVuk#Hm&8mkWkQw#dAqtks&sUeo{pqhQ)~}{u{n?5Lx=ia>X4r?! z3a%<#`yhZss;jHZ71;@*#qSaby}26VhBE@w+;@xEDB}V;oHXL~ZRVv;iwYWOu&8Kd ze|^W%wX)jBTj-OHJ-XuYp_FDSk^(Kdf8KuL`_Ip#rCSZmtpljR@JAEqef~b@puh<{ zfUTj^4rn5ixx-G)1Z?s~V~EtYZ-C#dVxW8lOXC7I3!VK!kqzaTR z=j&sN`lO%R`%F!#ZM?@*xm}N$6a=`tAHAYjnfBNqR_R&)aF?P!C!X5q@2sv<>gOJ` z;?dQ#?9Wt&$$NQ0o0`7C!r+~T%@r9YpF4k8=CsryV`iR_w^-fosW4f3@H~HI2Inq= zuso?RHpA`s^3~A$wu|c|LYMgx^E%8An#0csGX)`^bP8z*GR~m)*d@5O)XkqV{?s}{ z730xGrh%=3l&K_! zyDWC7%mU$`8-T#7bru$*sU^^06^BPWgjzaxhC6xY*?+IB%*2TBE91;I!@!~xQivMf zovT%KG`nzT`>V!=91qU*71!ySPOwOup-%} zKxc8pW66WP(R)8|vbDXT`Rb_67kyRyY`SEaFLUwhj2z*jWd17TqJcGG(OW);H3xFp z7cc*HW3r~;yMDJKrB1eT&1*?}j*k)+gu~NN7UU%Nd0fT!sp`Of;<+Ha zNO=zs$i56lG>}keb}vMk4^DUC+WCn3u&y_r$g)6Y2xGm3VJ*--qXB*N#{ks-V(>z$ zSIEpd$J02i^5+ctEYT05yJ+JO)iDtbsPPJUP;l~xglW$o{fE+Vk>7Y!49e*s*aLZB zse4WZ);)1%VTA#X$%Sp!TNx#dayUeP?J)-y&y{S1xVxLPALP}`^@aqwpM+*A5Y_og zl8odlezNpPRT=f5DhOS~ z=`#c>wHvM$?*PF=ursO6^HpP6oAq#r0Uj9p!DufFhpPaSB`@mKska;64xKd`_`ksC@$q0)cC1cUs=f z9dT-57cPs^Pu09%%q>iu`95gI+GWg$kP>$u9cPM1@veWpd1chw>DYe%A2Nl?U<&0owQ}stpD`# z?(%3WSP<*EXB+(XA9PyNHWP8MwDRq5ckWMX^-qV676&~wD)bYz9M(;}&*ba`R zJC7#ZXZDi~{|T(5pYVs>qqRn=Kw>hy{zRnana9FV0wxuiN(?Jso(vim)A9!}WlQpXR8s`#mpq;l>I-=w|{`i7OIUsB-Ly1QWHvl6Ys}%p@=AHv8ou^GCKK1eB?hXO&4lz)hpi7+L zW9{^`a|Aea4DEPl_9bW&{HL9hKiT4Bk9vY7kJe@Oo;2J0ujtkkbo{>glmyrZaKIsw z_cz?c1UNx9PG16^`qmy4E5*M!NKq}_X)j;1BI}HuuA67}ia>zm=yCLEbLr{u6<+Zl z)jq0CnqQJ?iOzWE-RvoTU}xL;7$1n`KU^3(gZ_&*2WhTHUgC^Ho-A-ip5Q%MLZJc` zhT?acX*n#yXrQHrZWwY$({cm&CcSX&Zfq&fdI@Ux;X@%js#4MSUjb^-CiW&_%0rZD z_FVBrVY?~hF{NCZWu&`tV;^IC&o*ynRjA$Wbu27d?jp4nE)si^uX?#a)U~m@A?<(JLUQ~6;i6(e6YqznLR^MV;UbI% z-)gfT9v)K7&kaV#y!-I;mq*KrCfW}U`thcjUuKwKj?bPVC6?@R(yg^#2wiObJ`1Wt z0{m4|x|JNGp-_H=(=l~2WD(xOWl!GDW-&o-#KWc5heEoo$7#;!YH((>wE=^I%fIjb zMlA|YaR7I5Qs;Ar(R!Lt&ce-ok@FNKMy}&=zz&V;%WZ7~v;qf)dS8Vl4?tR^9+Noq zpusW(%U4f^V52$9>G~M8f(#j13%VBm78I28YO6U8;-Bi#FfT6$AW4)E=v&S|QjkZT zj7!ld2ibc;*Ci*Cj;*tmMh4Kt3n&OZz|WQvE1ge89U_sN=H6fQ>}qOl6-Z>z^2;}q ziv6=H9)=JsG7l~;X6o6K(P6aVVLi1FnKM>BpJvyTu1W`h;aU3=K4Exb3bGSR$BlH8R4UI#kSOV zMy9TJA^g{k<{H3IxFK5?H;CH;29(NGMAmndFM0wyER%-^QLAcVaR{g!n5>-Ig6s*0h+qS6h%U$xc+;tGimLu={EoYnsUL6qm zoI9W^suD^Y0=!jO8N*S|J!W2RZt~%ww}fOEg2Bqw6?l>ZDwu~Hb31s#=->8Mp^@q2 zjBNynI534nLvswZ)O4n(lEWdWbm5WO|IEj^KH!t-1lS@3ZsrtY1lTg8RL~0xv|$2g zm^5t)j-(QdZ-80;*e__~VgSI}o1`0J1O;Vjmug6snBxtk9 zqpxy{FT8%5Hu}@wDNZm&sz@l^Z@Xi1F6n?`v0#uhS2w^bCqcCB+O0;oVGl6MeFyO$ zA~^f#$dgOpEl;jy|L&vTVZFq3^v<_JJRqw&_o?ZC?FwIgc{r6Uuzvjt+I6`5e@vZa zR26EwwWSe|2I(#->F(|jknZl5ZloLO?vxJcE@^2I5NVKH()B&OXPoc6Yq)=G+?!fs z-Rq7yuUUg!krZ7iGKs4d*ZZm01=hT(d#y~4XlwuR$Hh81U5Ntf;vcvlt>eojOhu_QENmJAi)FU2 z9ee)@qpks2NUZ57p^gYQN(j3$e~5HIT^d%&r>9pn+ax_O&{mCNL~>;YuH-XYm-6*m zW^2jHfAlUEHCJX~y={c$uhz!3izCB|V5u{7v(a_irw8M%JAd!Uy;JmE)o&UMzR~!M z6A5d$ULRu99JO&OygTxK{6ZDd45;=X_W4??(~}jlH%*(N&`D#m4_*b|p6-qSKfr-3 zYf@+-Y)4VQEa+KMBWn>4)j+avV&cx%NxjZ^tzr7E8$cbh8yni#d_Q z4}d+p=Vz4hXSudDFPB~QDh<^8H#G*=*xXFIN|syX%Fs%2LpLXC%BtO0f;W%;FI^9P z${)k09YaqGh(%afSY4%tH!g?)e7J>$hKkeub_SR76eJS(5+4mTmq6et5B@g4C%~dJ z6KJ|NIxcZzOmc%n(q+_=eyiFHWVwed+E23y3O)u`I?5)UBS6a}NmxpcL=TGs&DV~m z;UxS0!(YBHMoVeAg&(ex2Q8p#*Ast>d>z#7d~ikkzehYb2WVjczL6#wbT3az!or$6 z$58$~d0=3)wLPkOit&Q%7KHZy3pfk$ecThae0W0OVJF$EOjat^S50KhdVIb*h3&pM zWoHf;GYbZV)S>&u+j#R+`uKyXXTuDP>CnE9|n!$!pkhbOUul~?#n{e#{ydd z?#JKv6Q{>TD(}=PPRgpfn139Te&Dgcm6cFP{^#+O%#|;R14=}x*PJ$-*=v74!-SDM zp|tg>ZqvmpsJyDMhbIH@qICt_q+ zL$Ao1ZNl^OBL@+EZwOJ4;IbA!0tU3vu})5XJ<{j?tFSsE@ZKLyWsPXe&S}mnWI&x4 zfV;#wd$}tW*N!&w4yZ^OTe6Lu(DjvnLk+L6HjjUFl|YWgq8|Dx&qlQwt})B4R8DCPUO$D!UbOTNI%G@%H@#ls z?L3^@Do%NW#C&c3_d0HKRSvk>F4Bs^(S)kDQA|cF zb}M9tWd}cIeth+aTXPCgV*6R>@`Z%5mLK?aGkG^2ErJmC-GKdYSWE-fv-&@8nDXV5 z1_7OLU@71xez_s~aMU24XZQvh>c@fg%g`gsW&cxReKs+qcFIOa>3FXbL1@~LIdeK# z1UchFWCtqgu6={T@87t&0z2Z%iqorkgQ!9x!So+B3bxz-+3@LDWLoBWg#i}Gt@|8v zR3TWDP7r(i8Vh(_ir?S2vYaiH%=TDs3nj$=8K4k~9upf2))i7)0g@9B>$V+@V2$4wxVrYN&`(p(KrHkdQ_&Jb*4YmW|mAsxya`J5p zwWjCETj+je+GRmQ6H0|S4XDlEpq0^R&pkcBB*zTuH4fh_8i$FYCWYT_oxga*3v0s>#Tf}nieNdZiq+@wT6B#&+XUtkFI^7q6r;uFdy%P z8vg&fvVnoE=?I{L2WVxPk`F+I0f5QiX#IXURjwpGJDVy+PL&b2OUfq&)T{No#n%5M zaPMXSEB<@ITD=PO7uEa=aJb|{0t5cwX!NLm9$ZSVgouUi{jKN?LBlH)A zddPAMc&SS@^955`k2b_nEl66Af5(c>ksxCUtf4)>e{5=!adVsRkyjN-)c{q4kx-&& zgi@BRMz=)$Czv_#NozIZmxdrA>huU8D>T8Jw4oaGI)!wip>^dSr7P4?RT)nzuC2jE zn7N&V5>q?468uLnOU*M)o&!SbB1Kl&?x1vx9RPL*kx5eNPS#Vo3o?gx3Ya~)fjs+_U%KL3?OD@|ldwA9DqrY!KxUZ6q; z7FX9st5?V^gkgQa>F=cOd|`eczI6t?r&%-SZ`C|;#0s{5PI%wlcUDl#Y9XF@e&Wx% z;0=qCBG$F_#1Ls2;I??v1| zoD$G^<$wjpye5>|+nzKg-QnKes(^Cf83e03)SAwVV+BRUdcXTm;Ei%{jJDP{G0=bx z+leS#hU$X<^jY3m8<%_SA2Havl;wOPASONr!Ni8-dDC-0et>4>G~EmF!Cud6CuJMr zC3GJ7Jg~Vr04&S-xdpiqBVgbFn1cU&*uM3V`#<#b{le(n0IeS!jN=rQgzulIEp-IW z_lxqa?S3{zo}4&*P*bCe5-a&Yj)yYU6zLS-EuouA#i1y!)?Cz*cf=yF%M#H-4XtKlXB*HTyLK>HYQ6$Lj%y}<^Tl;^l~h`ykmgH2rx6na|igw z4*^pn5AU|F@6T_2L&eBB6e$T}3oGeot*{m6z_0Vo?20lAo&;EmU%wiB3b{` z2H|kc4#yf@8k(o~|Nb(tu%nQnuprSHNfafPBg%4^NMMmjk`zTsOqyQEle|^OOp|`& za4w30o|qA2oP}=zpYG?Kk$X~OP?`3#wd3ijyc7;UMH1cXc!bEC3b1Ej7v=J4(L zPF+J{CD37^fY}!$WIp>aEZtomwcQ<7z5Mfb@4Y{v$A%yGi`#T`4+5UAtOLWJ@z!{N z%b92P=~HUYeMiq0knM_KOLiK(XXih)ybq#nqhFNy`e0WkDvPe-AsFhqVjeAu(&*~? z@81Hi$bD-hQ`}IbL+3&oYkRPv5K7QBo^Yio*0(J$U zAD~`ai^)@%TmBi(6iGzzElC_EA(MFcdi(7+{}mSr+)lBB^c>)s=KNmYs)U!hb+jEdTDGfXLI@?@|w^C5rV_EuH>ZQ(4AT#4Gma&&_gK=$)GR`bElq@=32G^q4iIXaN zUA7HX`v@iFze_QBhTZ8C8qIpTLk(vi8plK(^cv)L@fpgbi7a)-@N&&U!Acb_JGb!y zbMlcpg+3E{Tg)Fs5~5;iBDj@{e|rRs6PQ-#Z>W&kW2w|7AM!P&P7VVnfwQ>|CSD+D zgAx;sA=D=LX3on@wzn(-*5@bsA7?xQu?+bjisbR57)um^29d9ZgJn_kcW~`T>fqmo z+(tDRA4n2wbUrVZM{QK8FcY#kB}Hwr=(|NckEO^!kp|`TPQvF{_hZ#Jq(DWA_sgoA$hww zfS7=M*C|cn73y=c8gzH{zNh>`rj6=RO&a54?Vok=a9-0Pm+WN9CM{G*>ex5q{E6H_ z*Xw7qiwDBG5a;3#FeN`P|0)Z~4V)n|9&a&ywSO3kI~KT{R|6B+E?mmy)vDv(7HLn0 z>(ojxo!oNV+4s-x&{oR0xmW=ictIT1 zbl~=ETz5{3qQgG@dH)m)6t0j+W#8cYfLnPR8yj@kAS_xX0D&V1U->`!H^4))w)JT_ z_GeDpTCO)0SX>!8LVb)*Pi8d`HKfi*g7OFU~FvD*lx7|EL#9O-fjfE;pA)5 z7k_|&i#$c5W%M!@Rx)t-%q=d4)f`RhAbyy2Coo|pX<;gT6Y_VSV{6S{C*YWGxz~wH zK8JCO2X$-fKLC0Fm^#0G9L&mG2APD-oXrvxo0e{F<3xOJ2`cpw`;ek2iZzqZXi;T1 zHi|IzuCg|vZ@E;m`%AsXFvXC0_w@Dt>tUb`nmSNfqx(HU3ZjdPiz;>=Xzel-k`!p( zzTN7{RMkiU)=(-;@J4`%2#W{{4N7kR=Gh+z_$UW~-y+0`M}ZDo2YXCIW9anxamRCV z5At4H#L>p)50j%8@=Nd~vP*Dz=o z%YDxSfBzmujQD7`P)tb+d$TGkF0_Ry&|i7oxtqR7QYQ$_wbEfP-0y3M`Xa|xno*>uq*5`FF!pz#K`t=F z{^;gW5DaZ}m7xQex~=_*l(-0Js4A1x2E#4mTB%|sY|V8&XsZ8IG--dVyx!Vk5%{Y@ zx1VkSSBD{q7EH!0Km{ub>Y(<7N6k?qGVd}IQ2v!R=UY$8B%zJ4(t)^nv)p{}6*XH^ zRIHc`9FZG{dRyKIkop_U?r`@I2RXZ5k@O4H^O_Tpr%`% zh57Yse-+Ig5n0-#(W-`z`)W|3u^LpSL|eSco|7N(4iG zPZDBpq)aCJ&(*c>p0O$w>MGEjUzl&m!pa%le0qhuYOFOiWA|W$wDd{sRF{y}hq0D*+G}1eX<- zl-xE|dF6R^9@3v7#>P5>7>lRE?*Skj!xbR+oWYLu1$8+%2%ALpk}p3cc&+#6{Kk5m zm4_#SYE18;pl1_ectgK5iemyLti03ki=Rit%p&u;*?mTbk=01sDl?1>QKnD^2#;M{ zg6~gzNL8^jlxVz;G&GrZb4W=@q|jkOFDpk9@ZcN=C=)-M7k-JxZRL-$aRW0(@yG}$ zk;*(7GQVHnyc;3dN2ihy8QJt?9y#|UI*+8iIpsfjm0#4DTr;Hvz?p1{&_S;Z9}hJF zEOHzqo0sS@v$ODwCZnDFnI5#v^N3H_sTKBpd1XxK z<|QNJo?P;UdZkhjA=?SV83v+Gh$S|5hM15t6=nfAV}N&(IyO8L*$qr2|My*fm=(9; zu)**Ay)98|m!hpRw_SMw_pi9Dw7hNm!_#JJhn0h1mX#iysFBk|ftCX$w@*Upl}1nI zb)vc(!iOEqk7R-WY}qkN%{%{yg;=kCdCPdN|HN}}Xj9nH5tf)JkgCz&A`j{*-y2s~ z4cjXd)uK`hK{YjgD5$xK1UbPdYm0NwOms=Oae5PNNjE=S;Ak?|#<5%NZIDa1AX#Nj zR?>}$9YgF#3H~jb)CoSMpEtnrq1*-R3Mp_tn;zHN3QbZjhoEYdc_AB8f+97M`i3s~k6`)KGp zN+zmOoqdOH(2DKlVnUF_MD&&@G)Rol?BAFVoS8)p2{9|JJP6o|CI2p&GoWT|fsAV) zna@O@{4O%47=sGCdgiRCHe7?3FHIvYXQQwl|{;fqy?j*{!vwI6mDpF8{%mSd9(!AL8RR z2p@sa-X5_}yD@BWinZwtHxUtu4uZQ#`*J6)XQP?pjZ(&VxI_nv$qByhmZOHNNMfwDoJUa*N6A%wC}rgjwGNey5tfoa%1CEe zpISFJ|U?kO@xIH#lGW4@{P>a`Aa|dkhV<+(u4@P?2N$w zHGMBA9ZzDu*6yxX=gwdniOC%RQDV*{G;*ZqTM!iVRh2^<;qMW}?w;?fekwz#i_6PT_?}Q+JA^?UbxY(*OiaYU#pZoFeQ|-NVAYuTkuJUiVu3R22En8YaCU{95R|ZZxyi}9#NsrZxs;{QHdCK zmfL;XR*l-e{okWg1Z>uL+z+vVA`E*?O>=3dxn^+6!FUB_Ej*UH+uxJusq;73WdUOn{Wk-4{b zCRlGI)TqyJIhtH|!@hZ=i_xWV-pS`ohF)ziS^MQ(T7%U(dPQ3@UddK5x8onnM09?X zkjA}TUVfeCI^|4w@yy{Q&6}Tb(^GZElLSjE|KjnqQ*Q=opJHrlZa1_(Y6x&EW+l^- zr+@&?(lTQ8=4hE>5gG_=yHNDjvO4`j_I?AAm})<0yYQqe$d$i^GV+hQyqZ%`W2Qax zJbafDEb!ozpkRTds-8$in)02|z>#0bkoGqjB3p~S(JK7s;J)SbVDpvbmbfjv<(Ahx zS|9OOYgCxynYQH|M>yCc3N6Xsw#k(w4RJJr9!xTlOxA$0N}+(|8`%%g>oKT)A&^kj zjj*WIX_8M0t6WrNrUj*H%q#*1LH+I?%I>>)vadl&MaA8vA{CW{>aa7w5f5@8|GVsJ z|An8FycNnB87MvIOvFeCM!I=gj0<(9DZk8MbjQ$^Pt_sevTvFCg)(Nd2PnhYCw5WP zWsN9oDWYdE6SWD{s;>5hBE5SgWUwmEW#^mcDczd3F1=LaL6oA#XbKa`D!Ez%FNa27 z0fDH)O2U#oQ5gX-TJJB$se03icxqn0uUN?6?T)Tpt>i2>v_6|nnMnQ$k;YX)kUmpX zrj)_t;1+KS=5&c_FrLFqOr(A}j63Tc_ahHMms$crSbxrL!Tj6cG`+9Fqri z8JM(dCv%^iXlZD^0i*Tp z(7Gw&szX1vp)b4n!Y5YMC8d#xcP_Wk<|75!(?z;m%18Hq`lU(=8!hZ98?pyDNa5=x z+%9!2q{DbpvdOLXtJMS_{s}+B%(2|uOmgRaA`jf+0kY{c;Qa`6qUxs=zLkX)&3{Ky z*7eo?JiBNXF*zBlHpBKkA~cX}qaFvml8$__W4w&3nsZv+)fpqH`V+06P+Z)7_|b+5 z(0#nEtZgY7$BVIEcVB*WoLyQP0R{sFU0uR1K|zp@KsnBqBKH~0(_cs*_j{b3zJVqa z7hyGv%i&K=$LSx)^U+6C(y(soJ+{2O&u|RIsftVNzQ0$sO14l+_7F>U&%y@g^Pc%) zmI>e;o=I#!E;RySmH-JF`0UdJqu_$F_*HkMCqNkO-k+-ef3*Mrp2L@AeEfZ(6QY=A zdc3B4%=uV3yb|ym&tge#7dE;VGV$3#9-6iRPRM&0-yvk@&;LCxP!#6OKr5wIro_s| z)?cAkhC6go);hj(L0W7F&L}f8b?N;~xY4uV=;7!0X#M$I(^cYzVG@Edvvtn%V!Bw; zbA1Drg#KeA**Q7p_gBYm*Hzd*G0iRKKWuUh{XF}m! z(_pFRW6E1BN1MWy7F<>AmCIh3n8&}&so#-WrzdB8hvczbi1MqCJQw!zmOP$KJ8owX zgnqAY2W;D|dDHCW^<;)1P)p2)*z>2;q+4*FEwWTXj2DP@$5|&C<4k{_b8KF=kjeU+ z@kSJezQa{6IN}PfdZGw-Id77elWU zYa)w~NeW$JP+>;K3;UMvVW6J_dH;@a#|0YQ%FdTEm<$SdLnv{PfBZsG7ThWLa1IUK z@K+q$e0Psja>=q>JqgUKLA@U&>MLb=<6`akwLZGXX(x3e21^vMp!D{I#G;@A{4urN zDpeX5ueZ7sc3%SuW7QoYHKI8qgS0E8YGQY_f{T0M*9O-scmK#bnh#r=D%fp&YQk*L z71(o)aQ-*yaSfZlH9mNnVGu3n(QPHd-4Uw)EJDIiq&iFn(;C=&2~>ts@$ejQ^!L6R z+={3S)-Pu0e{salQz*Cs-o#SqY#&g@E97@TO(3Q#0?hX@lY{p$5@=Mg)w#gFdB9}2ouvV zG)2lXM`-3rOnvFZi???byhQB{nkU7Y41eFle$)RokfNz4%7W*{aKRZ|bA%Tc=t3ZF zExxGI;vZUc-!l!T`+mFKc4M4y<3q)(Y!{ZOQmwa_J#&|APu zBYxVmH#7xSk(Z<6OJ4{mSd8N@ny9?Tzm_kMV&DqR_2`D=2>hF22Ch%gfKArE@z;=AN5fpQ_Z*kY`(UPR~_JQYzaw{Hffgw+ntqcu=%V##0+3hX{CF_IdbQryHyx zI}s%AssacqoTPr1`s2R_-!EUJva4voX{+KB=NOM%i4yrB)waHoRGr~CZeoUyDy##d z@a~(E_keBa|3xv2YjYbJd)$1YELZ236v{>)6ZVsZ| zs(;_28}olXYCnNGWoH+&xw&cidRy6%7W4Il<+5!LCg8?nMi1e_ori_NXJ%$b44D7| zEQnzMKckbYKo6{ca^T6i=Zo{iYpG*>2n1vL*J9l8dz?^VMh3&wU!l^&z=VQC%y^+; zm@rXS0i|~t64Jll^`woU5{v40B{9pAe>7CS*p}U8O2$MI=2(rG$e5o85cJjen=ssZ z%8VbI&6Or6T@SZN%h*#&KSD4a?YD&Eh|NDjfbCBn=qn06pEv-41W=uG!3DTT6Z#7h zzWTf1kjcN>4u^$aKYt!tJK9nhEcFWtKl7#;Tp6TZT{jvJgbnp3ET-aie^GD&RVg~< z)DI1+_F8f&4aOJ3zd@d-#6R28c?FCr=%CnA_RMhZmwLb|PM`N1s~-gh9Tm?tjC9OoTw zIBN_F7!dsfxLfRB!N-}BN3n5o*4g0`3D>ApM5t3Px`UbpmiXc&NfJrE5=DfwO;X?+ z(0GG|cw=pcO@~dEQC*7OT#fm;|5e5WltN>cuTY(n0L!F6I2r=FB)CJ6%qhTNrfL+| zFpJyTZfm%I?YPrSs6d>+W^^0xt3s6M#7v?iV_*~OMQBHDm~fNYJL*u&mdoJyOeIm! z9%w9JYNCZ|*=+5$NEgbHm_Rd2lo~1ZINGdgW!=a7Df^Eeyt@gKu|=Fo%c#QowpK&G zGTPhp(aZ=jP6OH2%4iOvkK~1;b^l#*yJP)qqgYAE) z{~Q?++A`NR%+P(lL`1mG_~#{{ZkGj90zH>HRBehC#|;c``+xuTS6N55*p`KbAHZIv z$ZMsr@k<6#+b&W>QoQ6XfY>&e0w+9#a0MHZfc#AEPGExX^0}J%^+RlKbkr5rO%Ve0 z<4!~)&6(b>L8I`af&+Aq>7}ytIVCD?`$vXK)gLL*5doBy4`d_XK3(^WBt7}BUoEzN zbj_E?{AzC>Oul;$_wp6i`xAn`>+V?G>mR zK#6f(*aaO?7-6qj6aaSR!+FoQd9IV3OAo{K=kn%&3lAz_0?=<{<_@ETdr~A*v++pm z%+tvenA$}xs(d1%LBExCA=nC>l#u2ZjSshu{~p80s>olpq_0?B0HysgVm^&dlRkQc z^`tX-O5OXs4N33U;_%~~8o1W^3T;>)6_&K&OJYav<(lo(i@L20tS1fa3j4tja%Icg z>JkDOnXk}v#jGk=?Y-Ou79TXk#bIhY_9+%~@qRmxd&^#GG*r!|#|u2LINr|*n*)jg z@)R$^EjOdhDE7s}ez@@Vm16+mC7eWcN2fPX(Vw65mX@*sOwgmiZSm*nJtI7ASkYk) zm@jhvHnuoAx&_?^#%2=3EH!awW+;adGyoFwh2$30GI>2X34ql{T(IK})M~ zg%T_=*loYad;414-TY9;=_zE_;aJzB?Z+bu+v?&aE6iB=8C029wLZcP$Rtmb4s1nY zq1FyL+bOVzY^6tkx@fUyXER~rvq>Ju!KK(`YFMFtIZGacGE`W)Yxkl<`-)%7En%1! zZa!XlvN1;W_g4jrATcy(4>CSjhnhHJYhO_!em6Ps7?5Go+Sr@9q$(^2+E$^5%>|hs zRSY7f6(u>{Oqwj;?nmaCw7wz;P&E6$4jAfvo7lIvwJecnc!CcWO@(97LK+f@uVBH( zYtQXgYw2$RQ{`{9s{VGv4{NUO~90L!bb;DoL*@Pn;jKyM!aznkJjNBU$ z6mcWxZ&dH^$*@fxO?`M-Q+M{8lzNj(x*gzAV4&*$HLRw0PJDyDgU;f1+}#9C)k5{4 zbJdndL(!-7+CkK_KD5U-YHDho*M?8Aj*DHUUU;?OLg-FU}9&IFu-Kwne_NT{2Npm|^2kuyBiUeE1#CQEf1E z1oEqa)e7PbvS4chpD+Q}84dJaGCULYTO;^{S=&+a+)gLFOae_uP)f0JNt0&Z9(`IH z0n?`Z11{cNeJ8V!rd7x>+K>CauKfAs-b>00e=y10@lAb9uxAN|M zbuV5<%?Za|I}lLJtnvIFI61F4~ghK{bT zwY7Bt$l?Z88{k9&TX(QEiA+t!B_Jf!x2)B~00r{}e)ylP-^onQ_xI;Ohku3uO(gg! zro9~mjNIdUUC17~!qu$R<(fYkQk&=+7>=|KkE|3_3a|(&&L5diR6(g`PJXhnAv7}9 z^FMP+O<{<`bhI=3J40T0{dm!~S82_G6E#7VoJ~Yx0r-{En1xK^CKjJk7kz_-b?1}= z=t84xo43~_V` zB)C{RE(Anm-d@*No?Z5VvBndonfO#=;pRAX)nc4zts4Ce-+7cSA;e`mxN{RKj7VR` zN$hk-SS-LqT1bb%@%8mc1v62-JROHP9AD{kk)b;e6zg2e25&sERn;*hL8&B%CVq$4ec)}fm;BG;daADOXn!< zJ4QNW;|n@Ca6t+yQi-sc;%u?x8Fvw3ma^|ZQ3T~qiP3+Cj1KUaZej1SDeNe~Te$B= zb5ReF|H0v{T^%owC58oe0+KfR?|IqW<&g2}sH(wWHhYYW7I@NzX?Y8p5Fx?ny=|6i z-T2dO#6I7o1nJ^({$e@Yl_-gJy*}BGGHHxIsI$!03m0iI(8geGpzE9|iF`2yd83a5 z9dy39MQ3zIQi!U3MH^=k{b=-v&%zNXt+rpO;T*WhOZ`lC%3FUOHkylb?MH3rV=AEKn7Dj2E}P(CGdFHuc{u36h}n;1vS20;o;%>v1Dn z1w33*;`+p;*33G3{Ba?v<6ElOKh5#Sf_Ba25A3bY|Bbi)V2I#o<-kfYyCVu$3r9V7 z^tn1a$#NV%g#h1sa{~X!&QOEvp3=t}y}la#4qO`5IOj|Lji{xgonT~UkfCrxWBBkR zZU5v%N<#yzs5B?vE-jA&hvGY2r2Rg!RS&z77JC32%A?MOxp@>a=&>jC_~nccY^5?Q zZv+$frvHFO0+#DF7o@bWn4)N0NJ&vql`e&apC6xqhzewFN`vz;#1qVRU|CXg^jFv^ zaA!Pq6LR}i(d=+cO9Mjs^C*Kxb^4*iB57bb^6WB@l9ry0l4L$O zHf|H{WtZN@P&Kh83-omKB)XtZzP%lxzXd>SX?7gat<6_=7 z#!~`{--8;CRh;aAjQ}j>ji0;ysDN_g=p57s|dy=J274C#w)yjkl*J$M+E7 z2aFuE^hAW26G`sHOn(fq%_7Pa$3R=jR>hg?{K=1kYz5F~60qt3KojFC%aILNnl!GHPfibbtx@_!0Z|K{aX! z16I^blzHg%lpIrg`h1HiTc9HUh%4$3LT2I)Stf4T2iXsF*<@+_G4@B;(Ui!uzxh(+ z03s2tQl~XxRZj|?im@uj*etQw=44;a9PwGZlWeD{LYQnisbwuH}Ns9Bd6o<*6Y*JYd%N5kMY`v8hbKiW=*mepGGi;#%Tjpz+Ls?#CsCf;st0qOgn5{u}=nF3>rQ$-X|oy;B^O*_W0M&Q9+|mdV41QP1^3yG`(eA zlUDplqBCrGXL;jzK+=08v!U?q0_%oSZ{<5qYi6T*;B4UiuY-a3DX= zg!Y-t&eH+o^?UZ`YgFdr6AMrbgDgYo-(MpjzRBBW;9i%pgX~Hod!)S$H^w94 zaSCL3-<@7G5?8-fCcL8$x;!HOFv~H_hoDzrD1G?TZCL03=ncq#H8rS#vA~KPcf7jN z8X&BnlS74xHAqO9N0}?E2-uSVa^l}UdtbE#4`BsAOQILD5zM-@Vskwr*>5R+JxLL!(nd# z=oPFS!F@rUZ?fH8m6_++mmVji?G_UTCfxH+?-m`}Nx!Dr0R3bK4@A9pbA47#!CDY; z4Bnx`9--)PoFcdXaonm$5mF@Xr5|zH80=pE)%NZ7xps&n=8r3+pO~Hm zs&J5fL6F65-+y}TdNxBoKZVLTC!vBpnD)DF8Nhd*9`6rMYvEDAnFccb{4ni%;+h9| zJ;tkCeMU3-ofpzmz$_9{JohG4jEPPTdzA}a60K4ve0nLea*+~|EsRx~>z)b%!LjoZ zBvH-=snd7&0JY;iwqsMSZsIAxN+oOR|6~j%Qox0cK*rdiX&@5877Xk{XJs~7m86mt zSET?Vim=2|bplCrb+eUlbB&ox{O>!?60^}{GU*n$qAFH4-t0L!1ccnd=A!f^4IZ`q z^Iw4DK(gKwT{5z;lA^Hu4-XBvj?#I*4Rr-5DcrcMeh!eX3Ps}26Sx&o zTLk_12puHCsa8oQLl+gF3l2zKbpZjFmrwpYzFL%tRwkdgo-1*u^JLX*5dyrngzI)E z8gE}(!>`gOney04=U6_dP6j7En^yX7Y71Qc^mR2TE_I2 zY{{)MDU9@`1HOHQRUeJTtHP*6mKju6(WPp>26a0KWQHZ@Qe@Z8peI-%e&0{+(<`74 zBuouSd|#LXv8s`Jdv zNs1M@zMPFUH%j=O@gRR=Lt?#sL#<1?>r| zr!{O6Du~(u?OIoeWIi(^rk0k2TcVel70XTxjl<;L@RyOsDD5rQbC1(_c#>yxC5wGJ z^z+kKJ_r8uJuQYt&+qqVw^bYGA>pV%LjZI}z^dQf<->d1*s**FsjukHy=K-`>Sy_; znRGV4P;W6wkeQhU9L@trmjGr<0lo3?u!ldPJ>hk99+PcSqy}sbgx{v!x2g##qD#(ljJ-Gfu5Fns zNv4uhn?x14xcG4j=nqXQni8go3TIga*JAa)UAjL^c8{=LofOS1$&2%#v`m^(nm(j8 ze_4F8k0ANXx8d?ZI~>jbjOgbop=`+qfs6g3zc&ZU85v4HFyjPT&r*;w6v9C3>Ct_! z4>EDNXI5rq9Uakv>DajVzCU+up%RT4?@bMqAL^7!m$YpEAB-`RYYOTmKHL`hPhn_(8PA3Ta(b>>BW)J zjk=(NgTg9&yHIQmGEdxRYl{l?(wR$Ms&^t(F7TY3mXwG{rlwr&%s=K}1O-`G$PyIj zBMPJJkAOBq8};|46o?|4n}Z@6iQY;_Mnj&PP@_Z1r^5gd&@8!&MH1ltS_5MATz?0m zX{XZRR(Z|!8T)n;$QoAgz=lB2($Pf)lF0}>-B3|dHoCcW^1ThlLH1H2`Xx=CCiSr^ zo6k9dzvuGwi(7ITO_kVrLwdM(&!E=uU=uMAW^ma5P8_mfc0qu*d{b!fdKJo%S-#Y+ z(Y1VZy`GIkJD-)#)gdiyVUmEnHq<;sIwfK0E1Y(4BF32~y0_13<*6C;x^jpvwtH5m zL99fY1eCUhkuMQHYmlk-e(J!J#OKKBF|);DJDx#tHh&Ghh?utk8k<_DU>U2RCL#Ie zX0!}BJG+V{u^G{tB8rM7gA-p~bLgK=Pbk$Z)2(!zBHSF^|J4Ezues3?!n;aFuZUe5 z^XJPfxH90Q4vVR`^SN=y`?=5_*FKXyI(DuDzWOv+#LeN5kNam38>(dlRRt`KsFF>C8ay6)BtgBLyIzp!F$ z4bUVGo5O^TW}cov(hWkS0S9*uu=|nrYMp@`{i6|+a&Gxnzx?9d4@{aICD*Mq$DP>1 z$(AcbXKhL77HIZiyl2~Mal11g9^u8&Uk|ERR478LXM9nUNB$v#R|m5VA$nAPDe=!c zzY0BT2r)OF>W9CEuPc@~;}i;yRKWOXx6jae@sTzc(oHBTG}swM*gwi^kw#-^^R&<= z8*?Q7o_wn((peEXnZ?EQQ-e27oDp|x57e_QpWQQhn!XI{%tO<8nVvSUuT0n(qy*r5 z1Pipapx$V+y{Vk0d*5y4*o&t-yh~(cO4!w~L^U(v=l8{}*|GMk>hw6k*aK!RD-I+P z0TRmre9N=zyc;4~Qz1s$>FLv+JR=qvOKI$$)(J`7rJ2<^Df*n!56oCd@G>PM+CBb) ziSP?EYPsCa0*TW#8m{v zcvDLgrmfv}Y?}U6^?k21ky2a?I-RD9xtBA}wH9a)tW{W@U}Y2q#t3Oi`mP21N!>Ke zni7gCDh|As>gl2!)`k90P@A>~-rWA2Z4N}Y98Ldv@++!5ER=aViU&jDgMW{YsNRzi z0B^xAY#F=QL=A+aHQFvQmujTcA6R>flZ#Cwe)FWtEAn{s_7ysH6)Foj`0&YY<0*Ry zM{<|xG(ho?zx#1MG#Ie}J>&yZ?Ao|$C&W`7Zd~;pKGfCUyt1Mqg1!#(6&He@ zbHz`J%IvvgPS&=of3n5L>MJ58zU}4aHTvB@0$Cc6o=)Lg+G(M%L{#g&?)_?bixl-! z@>>nOMzd3Pi9&2iLW%R;YNmlx&QMmS=grgoTGk$?5?wLS!YZ(%AtLv;ey&_BsN`&F z3ESTfe7x6StO~4LEIMigcA}M)S03vJw3vwrR8Z*XlK4*Ou&-Aaor$nipkAZD?Ct5) zn3X@!=ZL8mhKkwFG|?!qM^oJb)K;nnPPctWs5uTgta;ys{xFz|i44M*2uF@CO*0n+ zc3!ppdY)eQl9v6n;PK>YSgp6Vz#E>CJF|wxQIyC*N%cnTHHI0!aqz3HO9HzXR)a0r z7Hy+0_`mw&_zNunmNbUUYc{o42D zv+jTR6`Wi@bsMH0!ALXfhT-9aiMbNGNM&6qJDx3 z3St{@`^QXP+i#=mDzbXd5YH!IHOM0ufF3^MZJI})7k_@` zedLZw9+^OI+(zO_&F?=Kc37t%k%l-=l~B_Ww;!@Gke)|r`;88>7zs6+H+&H(WmrpA zyw2_|w`Q?X8#ZHF^=8sU$3!XU8!uHeG9!X1f)2jW;C>?+guxV5tb5qrsGDg>{CUiM z!<`u&@jhQT`Xwvt^o4J3dx7fY&visJm*m^CN#)2Pu6L-RR)CN|CwbITTaDgmf9I$@ zQvZIsfnn_?uWSpij`Keg$xFmY-nEwi$zGB?^JWsMG0tDe_dbX~(ioLaU2YprbnUuV zs_@NklJ5JQQ?gwD%&MAi!4^CC$oNq6l?12u_S?Ay#+6w*b(ZfK&wpVA$4^c-JpQz;03!XWsw3Wy4q}L@xNo%$3@r3DagdQA+ia2(Vu{!! z?(hE)8G9%E?Fe*8wYcoY7Me{GC80<|M2stBP3z9FJ>3#GaRc`#;&5pMo+=e6jLs?@%q+ znogHR9Ub3;^hv!oOSC?t1NoEXWgZYq2f(W2vY1C5i?xw^!ud5daUR`U#NevB=}l5u zS!hil9YQDJIDvliC60Eb}ibb4!v8m4D%u10FmCf(%S(H#svS|NGc`n*hvTcXxNWY8w7e4_+TXeq=uM#+H0> z1H2*Rs&n3w0+!$2us4J+29CBiFU1+i`R(*D=aL>+HJ!gMOhl}zz(y0kAuBkf?-mwP z0-FpqaTtxL;0n4>gJ*A-7DYh*!A24+BOd1fzj0>s-2cbZS%x+JhihCBBt*KT8-&q_ z#Haz%l9L*sG}0v?-6b`oyCsEzl!S$&)8u zIlWWwm&Usa?cY8+SW8~!ClwL`SfT)oA?~zWPKDo@@&2cM1@@ zM+#9oaF2&UGAzYAo;1cEIf!h&9@(=hn^ur`{s7)qX;@zJ!eHC=(J7#C=p za@hay-oJme5Igeu5yrv0p$Wt==3G9@jK#ORC(!-Cf!VryP1TCFx(h5sHjoDw*v?td zYC9qv;k@04TW@)SWbQ?iU_)s+A~u`*T&WDc-vx8D=Co*7aNO!zpB47liQ)6CeJ}K9 z0@rSGH~>ZKX~R#BI&vn;;8JJS9kQ_*EEGBkY(eW@ICoL3`a^TN5tia4Tqjy#(Sh>4 z)mE>a3`c`LN)M<=$yvkJPw519d?dUTJsvK8KEjQAXXPTS!+(}uj)ocikhgc_ILM$A3A!+!K3?^ zGq>M|G2_~!Jd|D$$-2U~0vVg04%>ZOSzYaVzFpdEkLJBY zFX4PgeG*Ut5F&%5o2Y!nWa*DNexc2<<&bu4$%!csnA} zK?|H&J(L~i3O^518uv5Mh~3TjzvutGT44qT2FrkBk|pVrGFhqtaEy-tH(pUZyZyuN ztrT#zCl(+etD@FGuUS-A2fm#vQs5eknFfi-=^bDEdxvTNo{Q{@$MMu9i=bT z<*%>b_~$r_tM@)c*IhI`t-aZ1f$(^5wZyRwHt~_vF{+X{U9O`O2iKe2(Y(TNORF~& za8-e}8X04SbyaaI5=||gE+A~4sk4q>j55gwH=pMXj#u=XBM+HFgUerlUslO#f8%#` zQS0b%{q=2!s959P2RWAd&0L5QR!$>%X0E(^&R1WTdDYx-?=Z2-fTb2e*|IaLp&A-nsC_UrP)^{itB*XFyR)G2Ep zK_rl@y4Er#tStWuST$B;F~=4;qej5kbHQXJyN> zp7Ij?rdtwiEmyaGVlLSJdiiazmyDITWg_H#d81p&pxGR3n5S^4YDttn8WNecr?s0o#!%37#hKlU9u_)DfEmNO%lkXI;2`tn|9;5E$Mt)F2 zGG+_aBJ`hcXlY+THtF0IYN}Pb-*md>F|kKt!jHYE<_#m_e=s2#g&Po6R?EEYqUm%=c=pUiQ1!i_lwZ{!v*ia{qrfz zI#m`^_H)ws-YbIR2XU{cEQGvYzrL6Dj98s;KdR$WQCC@$IHqb=wv7l^-C8iSP(&+? zK7MuGZDGs8OZamnr5&fFdM;W(az%&maNDT88-PRhLsV_-wU_t)yk3$>zlqb)Ittzu zV(~~ba%9&O@`)zInNyz88s47Z#Yxw-5P03B3B z^+TGpjEsWn_MH4q*?+Oj!=#hPo*omA`)x+w+Nev2oDmYB%8J9RD*6r&QH$Ot_x=3* z)PQx=PLTr>gU@vjL+%CeN)8PVyKF^q0Jl4K&Sq_W{kK(Yf*RzpKAQes9OHK}$ar1V?|03c__u4Zj{X6i~tgdje~xRn4IqB;fL8@b8iM@{92=Xq;EK*HtxqEn!cn9 z=~!rk@}LA_nBDE)#l<}*TTibItvzr7ie_M!7#bNt)i?bw??7F>b@g}Sk+k&HW5nnM zVK0VhWZdZ+0($7ygRPIw{(EOXzsxUQi@CQE7!V}$4Cs)>@Wv&vrwd3?|n9y+e5AgaLw)E7ho*i*X&I zEn5a|zV$XCmc~-VDO||fB0PdkO$Uba2p-Ek_$oBPz}Q37ccz;krGy+BFJ!VXNKoTl z@g^uYY)fBVQB@!#5FiC-|jCDZq9!WXtSTa(^N#}D0GkCXnl*BZ-ytUf2(qfHj$EIhL61!X7rEPvsy_PCx*G!avBO+W3)zmj~vK#6BQz5tcCgy9~ znSZMM@cqMd+N3b(!+idKgg=yp;zDff%;osM0CiWNRb3^!o~?tO0@@=yJmQO6-?|Q4 z@}+cIUMV*KR@T;u_L-Tdf7XY-+#x3?$0vBG4Nvwm2|owt zPwv6N+ih^1n5n)Og zFbE9Z%6Sj}j^2=ZE*vyoj_kEA<|?hP{`WdE4ICdI-^5+Ny1JTa@Y9+j41@h2&68DB0RJ`9d96sFk3x|^XTmos-0Xdj~_Kc36%`?iv#|$Hza*^gFg%BPN$bvD`3|!HDx&P z%IYPQ8YxlF#JP_F*meemXJZfSG#qrmcVuD9PkYf<%~*UXOZ`JO5I zNW@E?QU#nx1Z;Wc>G7u`P*Kr%HI>2{Rw)Xv;>}zLy3%@&?D5TsyV5wQ?2Sm}O-+=|ndW<&W|jGF6f$jtIhsT+rDEV~Q!o*R zLeNVhcK~zz>f$Q;oC1Vsz)1m9e|5%E;;*j3F&|^-mj<2nOE)a_3a}~TAOb8}HVAhd zQSmRg`RA_;D&GH^rx~jk7p}q>R9O}!w|w9YzPRX@HL)*iz))MrnTXn_mq{T9(WP1- zK1+S;e-vV_qabda zT=srA$y@;yu4t~tRQZ6G61s#0|R_sgM8E zn6*;%n;ag7(uTu}2fQV#uV(10vEz2N>LqCjVHxsjsgc-hUo#jf612#piYvRny3%`i zq&2@AmY*H75WHw|p_8sYht61vI z#EJdS`Y5n*Z`Zu_U3dDho|fjX!+mT<*F~L|0{QYTG$9n@(0IEQt?GB)m;JMR<9@?$ zz-G&Z6qoB`D~a8n30^1TS+;2BKu~Y9ED}&bo|&`InEH^uZALb=e+nB+^n#l|DcL+o z?)-S5cY@ZoZzfyTuh$3&i*H+fd}`vzi0PG+=cKvL*YSP0zwhJ9{QzGk4N;1LA&6~0 zs;Q<=M(1Ah27A#VW$e$NCM&g~fLN`?H0GY2^T(0BlpXztCTG)SQvInQR1gO2jW;=? zZvOzOA&JzThgXm|K8c6IKtMe%bnY>0gMfcNgBXd0zyHrYC?D}4>im!Ap5Q;K0gyCNx~r_Ze-M@&n-PWeYtJVn^35(4hp!8S(2U z<&dCjUmuxKm$FYUWP=c*@^IrH88-B>U;{rQA$I)Kvqr*1*2m$A>MZT1we@3!H(PRY zvU`w*96lH>m#}ZY^kPlUe;6(C|Gh>7nC<6F08|`Meck>nh~1uJbu=Wq zCnhEoY^8xAb$VI>EUo~+`uO;`5_dy-yU3U!R}aI%!J&08;F9q9^{Vx_{C36|TT}&x z>>t5HveB&NnJ_5`oQY@f*m$e3q$GpTZ%YmebR(6Ol{Kv>7=Vhre0c}$F`Lfk>cJ`B zc@!x@P-1IF)$^cwv3}@NhcWswu3O4UmgTc(ENyk%pC{F(>`B9}ONqVut$W<{>va$# zwpR!pICW-5T5c{F@xc;TF~|R{`WgkS#_{T(b&n==Pr+d^fXpKbbCH_ri?DiqDrft} zC0ce;g%tWikBwDXQHx7+TE$)>!j|`C26t1nEa#Lg|I7>jlJ!S)4^d4YR=pGYEd<`N zh6{{dUiyKO#t8QJtjY>Vm4mQo5(Q-N%$sP0;|Ih6@2WTXx_~8RuSW4*>*aE&EWF{sB@ujp(LDw^Z~D>KGq?*78Sh=Ol8 z_l?F*#4&=X$jQ03>!0N(U?FHZLM*HD%3Uym*xe>!A&+*t5aXYl2>bbUH{~eG5O0xd zEd&Q;KmI+qRzAEH-K{;s^Z^e;#r8^80i(_0v6DW1+=EYA)Z!>ljG)x8R5^|nY`>>?wT7BqC2)hlHd>3g2VKo3{YJrwnZ1)oubnx@6Jh_ z?vKeWt`c4^5nh7%b_CGj1k@Gu$jsdkEQ@`p4tW<7@r6hb1~Np*l^GE<(^`*`=Dfw91W!KwVj*|W z2O2-M!v#3qE$Fs5C;#2d+hFGV*aikB%kyUo;B;H6$+;v-&_505oo%NZ_3)lFS{%^h zi7}_-b>>P{7@}}yu9Bx|7@zVZbwO{mCx%#*(whM;D=3qRWo3__DVEwS*3&a#c?&km zFHMC&o(L1g^%A9Yj}1WU~erjAI>y*a3djwoOmcmU48vPSe>ex+VSN0 zxG{=SXWiQD9wJ`fnlb{oMJ|5;5u^ujLikO??dp0yw(oFB z)$JVao&7HD9T>CE4E2Yx{UGJf8FlvYxloX#%-4)G{hRz$+Nt65e?>Ds{t92p=07dK z=x7{*w|9H8RLo@slS3nC?fhUB>;O*{!ak(}hcnQ@O@am#c*-X@INL$k@v0<`_oc1Hy<@UMMQ>?*k6;O=DL~f36w+tV*-Zd{ZAkL zVtc~x^LAXi0>LtslyhLo%g{H<&-lm;3=Pd3{c}K?!IHtjn{-znp7rwm@o@npH+R<4 zhZ*mfWtjwWhn>%6s805pveRb`3^R8wb=rV!h2Jz4J`-4=N? zQSjUx)wX+CxuMoqOQWN$Ij4COp83??0SuQESSO&zBG6y>H~Kdf^-ZJ#SJ#MOT-GI} zF2)bwJaETBS4?;nCe&U6KEj0t^5){A=almeN~M;xyjMX5<yP(y8xX`*85_y_%}SR@cyRvibaRkOv`L&>MZYAs3zq3jI{ ztCZ_JbVd-uDbgAgp`6Q22||-p4T?7f{k7Z7#Oh{jdo_j$iSopcjf-A->ngzIJqbs~ z&B^RjK?56Q8xmHju7k)Icro#JLy+L;QA|5li0(LBxvKlL&GD42a5s6+3kX**$$X|e zbpalh&m*BH@!FFci#EI@x7P~$`G(k!8w_8P?ryF(nyd0&u;@VN3TmcwV>l^3q^B>1 z&ocVpsdH9`$~dQgN_Q%{_&`tfb;nR6f?kF^;TUS=D)#RmcETw__N>7H!pBD%)4e_4 zo?Y7t@Nnx&vz?tC8wcC`%{jZre`e*xlUF|8jNU8*ZC!Rr3449F0@s5u>wk1L z1_v{!OK+(Y#UuBRe8Xuc(9Xmp@qo*9W3~D#F4zm)^$nNa_?4lDEbA1U7B3PGR0>+? zVe#Kz>NONJICYipe0^Nx@<0LqQxsF8rC6N`b2@9bioi$CTSB_Sg~*7h=xC>0#MbsU zQ|@4GO;e<82G|^esOpiKEvknn;4lXtM=y?6IlUzvR|?{uiQ*L7klG z$XJ1$o|y>_+NOcNxVO^kfpQNeS0bWs;?*lgs}VMjwn|~hG?W8g>_ajb6SehbQ|rqy zZPSR*-hBI%t~fadYit+}NfcF%dq$ZuIZ=IsgS^KyGVqTq)2E@H1p%vF^^BhwmC2dh=L`V|on`hPPogPurIt z>gwqwDY4G@b(4ejLV0=l_fridD{Ah()f;yK$4X}Q+_kx|I{Sl#RKFo8Qy=F_scY`( zMfLwzTTo!9r{N_u}~puw-9fe<@s`juUuEVUS|kaB_+q-4yd)VFk?7+uq#H+!~x@Z~Ic8QF_Pb zbqZau0sda)`{(#k94`;?!`{g1O6TPTF`&s71?jx=4Nj%Z^c>m!&gc8DfJodxUw;XJ zY}S8WoskYw>f>PkT_BA(2>oVJ6f*ep-(8cle?P!>1w8h+j|G;ZfLOv6oQx%?*V;nQ2=)H%DA;3&bZV--m-YHCHFA?HU zii??%Xi3)<7!-tb@Rf2(IU0HL)`uyTbZF=Ur%DmzT=5Rbd1}bsz&1!MY1YjlBa(%) zOikmqe17$o8r*jPpos%C*36;rb}0rQZSp>NKw<>0dG1~O{KLWx*;tsJFCTQiwEMef zrTdARN#)Hk56{?a+5VS%0;pMfsej{cz9$vam?6?Wo)M?&^Hgc#a1>{%WQr?WqEQl7 z3QL`#a~k3kZW#&IJX^V#UGrj#ws?5>Difwn{vDV8BAd@^gC*4T#XBDJVFkan=#aKm zx@ArudwD3Licx{eU^aIa))+th5W}S#epnCZ(!I|Hv@Btj^5YExbnyx7V`Ne5S;L5) zS4`%0hVFe-ypv_xpPCevTR+Bg33t;4m&=d1m*EZ~eh?P~j9b|Be|5q2E*tIs3q{=(M2eELKDKp%`h_tPUol&A=tl|Er+oHnltW${?L#jLjZ zd1;{v3$11XGGUgz_@!(R8=a8s&Kwa z@f##v+k${k5SRp)2r2kp$qoyU54jDHYza*w5>|fP_(2i_CQvf=wTgC4IA{_;-p!TG`!^ zzI3hd-WQn2=qk_Z_H|J4J2{)l3YQRqHOtl#Q|402gvl;^d;*jZ#p=w# zD)@N^X27QjgI2e85@7yN(9$F*m6wCNeOnd%_q z_@vhDRU*w(`=yButJec>Y<=u#r92N=7opx6-~OFsiAsg-XY^B3Qav&;vwamhAkPwA zU{0Re+)~_UwAhv!_p~)g#^XuOra(uL^C>L!NKtB#o{+1YRCjRT=uc`n>p{3opoY{X zzg&s}vsV9}-~QR{rAd=ypwWKz>sd!fJQ{?7&E3p5-r$6ovl}u7SE6M{`D*#JHGI$S z8k$^p*j@&CD#)2N%(my7?u4xP6O-%i+Zw98xLg?7>)$wJ!Y zGYC=TF>1KotO6e*`r7}E6)HY{w3~@O-VL;@hp|q+A)_G28J~xD38!=7>&I34->i*&mwu+jK(}-!G+xA z*SX6GgGBf~w1JfbvG^(b9w~MdC6cQ1js~ri8b8@rVRd))E*E2fH5~WIzK2Z@x`p?N zvyXUx|2Ra&>nWn&(qI3S^F1zPIN|u!5e!lVt5+o!#rns_?kp8>7VFE*KiA<@Gs{rL z#CRzB{Orm&nnT+l0^!KCPd1M zkm7j&p$rjzxF%UtIakzAlNtw64;AKAodE~(!QgfkD1o{yaY-PbCM*js#;LDoym;56e!(3%#S>jm0zG59e zqN6d5s;~bVMe6oz_NcDWwc}cSZzF2&`a#PIi8hwlWU(M8u`U}~+500N)%9}cX5BJ+ z&VUy+P_U)^jY}^1foX0&p|>Y-f<3*UOJ(-Zw|Ge~sUaQlX=aAJK%|7(qn>Gcnu$T; zc@cj%XhYq{*LOT*fwqTSHY#{s;L~dz1~`>T0}+m{fhHOe%S$WB%?%b1mD@-m75Ju> zF|&blx{{&rHwzNk^x~|pmJyZHdPV2d)O7Xvt>~r8*3QmxjA(p1+~n-xyLcrr5+Z}X zJyz@vLP;oGTM`fAbRbn!(0oRbz?FhRXRhG=#!XiLMD38wm6)JX{W4KF@86+A!l-%t zyCl68%nHAVyqGAyyc;4O9v%obJ_;+Q>EzIA)wlXhT6(q~X$+fJTmduYlPAUtWzbHQ z;WMiFHBAGf;nSh@q2bY^;V9*TD@q(@fj|1+BqaV`#rtLLWKaX6fSDQXe1pKDH+72M zjQ-Z@d&FRV>1L#SM$^vDu>F?dXhn4^Qb>YtJ^zA!ZR{p{4c<@L@pw*<4FBGwn-=j} z%XgLyYXSU_?es^$^q+f#n(%yuF9e2|NivH^3WP)zTNaD$exOT#FmhX+;d;F(MJ?I^SF&T)N3=y?))vsIIN9OQLaXx;uK*bkm8w<>$q) z+p0Z%p7h`-tI0k5>?TE-*)e&Z7<&0(K=JyD;_!*Y_@9g1&^B@a+K6`^|eP+7P z_8ABSK~nL-#?y{;4Zj^7S~1tqTPie^{|XaME|HcUu2helTA-S4$~u999K?aGG984d z2cCl^mSpq5`3m#&^tA4a7pSJDzJ8rj8&l)rw!)B{oSeES=FEpQ-;-=# zo7HN{WaL=Ae3>S+iQIC6#!B+HESII%#q07Q zssDdT-`{r6SnZ9MR)hdN^mWwy@2#zu;Es)O?Pt4|mIVIz5}FPBZOG7$zV0c&Lor`q`SkY~K6j zNHa8#nW~`q;sx&_Jdc^=72sV*(EEit^8?^cH-B^!QeJnu=HP>q%@Rmr3Mep7#tBO| zGO_aa&jI2FApU|STBbjwF#}$pK!jtOOdc_j{&&H+Byew1OzE;SYbemo+l>VvQiZ6b z;hbKSipUoh<}=te%UE?HPo^YR@Dcb~h#Ul_i$;<30;0 zIGDSrbQ=|`I8!p^RXji$$ck5`U^zx4lVd3yI2+g5D|}=bw4GgsS@$YphX+xeTj>c<3MhbR4)}!uU@Y=vvkbGO-&u=>Wlh}g%9SOjlUsFjoC1hxH6YL6nCR0?sMmgHQbod{J z=y&7CJtzxS)l9Z2)3lA_{)RCjv{H+S46I)k%&D)XjW17lM~`b}aYzg8P+3GI)@z~O zVE3i-x@~K}_zO0qe`lFL$K_ajf5e2>soX(P@W(>$3?B4l@Or&$&f^Xq;Yx0agfX*{ z#_w$D87seh8ECPH@903MEgtq%Jm}|}$H-r*?UbZ9HrGV8`uI=iEnLJ@vr-+O)Rj|s zwXmsJ7MZC-39;GS+uWHrlIU|R1nYE4RVEW6!Xq*7xtn^@0WtDSiLyd#FpcSjA%q*) zPYL#`J#Wa%e~pdV5XWQbFWlf5%}LnQK;ErmZ##WX#O`=Hlu`vAOmNHH6dphZrx*9* zm~Xcv@-UrotUx1rS0_tt9c=PAC|EvwJQ%r`1mT5{@EH-Hb@j}t?k|Eg!?eFWPtSii zguy##bOpw%d=s9LuJ$iJ9-UAj}#&PgVAy1Sn;+P!{! zgFphNoQCA>6ORjW>rKY!^)N7W7j^Lp4r?ZM4OcL9o?;;4CTV9tWoLFv1>0Bqu%lv!=47(I1Fb9ebqSWhG}{2 z`2>XU1^ngqT_FwV#FpCk2M@)ok=_4}`>Q%7!nj_6auEbB`%ALmf8`mtn*Y&w`MHb} z4`8#s;;=42hW!ClQIvrpHFKXP!FoW+dxx#}>12Icjamu| zfVRv(VfQP=_w9FMN7%}wB91u0wrrfN!83co|KhiQsdtzw+Bp8; zXCea1;cP9)_TP&-P{Zy8p z|ACLQZ#ML&Fd!ht^B}=*$g_RYhl*ZJ)BldgSZJGUdDpn-h!*-0ceFxbvb?5}yr-9; z=%W+mlP5f6F~xqg44%sDs^q_`s)nT--L7{s1JX;r6I`D;{RrMH0mUWOC31(PHc#G9 zKL2sGCh?1XB8vwU_hKl79%uem7mvo&(W#)N$~1rMU^Y`+={k?qd!n>K2hC$gkSsAU z^t&zog}gE@s8d-#Y+wYU@wrGf(LAC^OkzFbu=;xW>47B3rpolM%w2cZyR&ZhAVumM zf+ARxmKr|JRd|y0@0CJ9dl@y5pe92cDRXDTiZNB8<$(Ry-a4#&ae-d1+m(8)Eg7gyVtKHX>^kop^A8@K z9hM&OmlFxwP=Ad7SR?Kk-0wwrw$K)DoO;R_Dx*aPEVfil+ax&)0iiT0=-MKSW}@_B zMjG82Es-_5ZIPXGB(spH;J{7_eRMu3-C3RaveeWxUMo=?0F|;l57vLl5jjf@)hAP2 z#i@nr%S5UA6pI;D>*iNix8Xbs3%@)IOl6>><^b~oxCVD#!(+`o7rRx?KS3{Tc$yc` z+uMIu%1U!qfW_O=cvGCW&3!XN5-y&-oRs^|C`VK{rczgcB!DHJ7k{G3KTP`Kp^rNB zsamIWKt-?wecN4Pr#$Dqo0Xfov!7bX?Dgioz4>NsJrBK2eo3Jpl42?>!|#Ogz#|%y zs)j9OS=8jq#yQnTA42EaJ*$$`e_!L{4g_C^@+7H(w5TFQXlcn z0o%Vz$^FL2TsFUDY{?5(`Le?Yu-y7SLZ^IE504xNoKzwR{5v?c)yGky|Os6hy za+qg)%Pi;+Ry_glY^R%3rvnfR7;$sDC^Z}*eTi*9QzMo3?e2dsCsF9=>esLbx1Mm| zdUX3WBfyJj0zh#-?;$1Dui$Q$A~D$Lw0Ns<3dSi83`7$H$rHo%684~${km&#?m|m03l-7*yLo_c`~F-Aqoh0VH#51EwOz5Ap6ApGsT@~3v;T`=%sXf3hr$7 zz2-}c?@Wy)*q5*W?7IoP*ZZ#E^84Qj0RPGb1zw8-rNj|sz`;G?s;HKh;Xc<-WlBih z&@s*T{3zPhbP_^%Y+<>}tvN@w%>9vp$Q|6p#-Q>K4;e$FcPX5IkVKPISeB$Z|6p!t z3thG7Ux)pgrv&mgNJZ#wN{UdggG2~x83+VH(cbq}o3!>t)HH3qn#WRe%kjO203KOf zQlWObJQ|#?p6%>3yrlZAgapTbDtf7b31n<}1Mg;Yh+?r|EcmOkpzV8%%J;{&s6)s2 z-w_B`1(lRwa_iyUzfU`{4c4@<6uBqM#*Crws-H3{g9iJXhw99mjDWwXNv&sXF5(iq zRMcErTs&H3Lnwd0jNkK~?d6;P!zI5LjwBe?gF3FM*ao}KWRtK^ALa_sin?EE(1Dw; zP6!h#yjWo*_uMEn*621K@J6#HusK6>qmBKZ8@l+iGJPOamiNFlP85A=J~8>h6&|5A zEJir^tqX5C<(a&k-}Dntm%CQhQ9C5NhVDH=1R3~s-VqOkEY*5TZT=#DSmyNytIe`F zy`8C!&zoa1sW0!2H?u&BqeEz%LjPjnmC-irntz^lm?D#9W)(tN2xYrP(g;Q+$X9D$ zU33@3tp5wum4&j7J1Tv9_-OR3Ka;*WI^s91;pH-|r24q)gIVr3AlYHBI9;OOpDEVWo>Upiv)88~RO|R}{lq_FJwd5aG zIX!0m_^!6JFr-~6^l#5I3w03CMcca>1Quzv9Eu0N9UJ1zL`ayQ8$-AsWtHL0;YAf* zL=%?>GJWiIXwlI^i|pdrxO;5tA6HJnAfNZZJR8WY>gCI~L;}Q{6i4Fi(pRDn zmvPiNMkl7HyZ`UPJm28BF0uIb&P8X0*Tp9^BxZB!=i{>S%bxONUpxN{j$B{l;(6>M z4*NJwg1v}paYE@d&MO~!u|bP*7Xj6y$P}sen~-~#TZ)9P^A1kz6fw2lMDcpSj`OM97j6Y6 z1e+lssk;5FZ4Z39#>D3rhjBwPT*(%(SIMLb{`J6B@2c}VOEWE z(kS*)H4FA=vv&z7Si(nN1Fs$>A5>k{FD)B=TH~-=vi=)RmYiJiLJ$fa%8~R5jyiVY zmy{eHFI4=y#vy%D@G*kr)k+j*hyUX9!*sT1^nUN@hKJ=%Ed0F!3lz40|HOz6m288&9M-#{R$%Kf-@<-CaQAa)Mvmlut5|AD5NZ*GfI6 zP4)55o9&Jwz^e@El$8p&xvDh&oDyz<1Sv>>M}C{jn^AIb@-ZN!P*E^+=f$DfUcLM2 ze_8;k--fRUvQyvOeLsm6?%28pOG-WV`>?yN`#cz23sJnou-HfhQ^3JuVzm&9ekDv4vkhbd#S>6C99Dki|0HR_ zL-kXf2ll9t9o;YS_Px7UT*i`gT_K1h&2PR^nDsResRE z?VjFCpHx$cm+}OtuH@bil0MOrid}s_R!?D88!OM;w)OTwdHJd+1&WqANle2y`-{t= z=<^)wmhnzSBn(8xv2Noq-JL*5`apU0KT}jA68kNR<{G}6&ujmtQU;!f2FK+7b^M-Q zb22=EXob`W`j)@~d*-A^CHlXtM{_U({*^vuQU2KOv!D6r8h*VvdiglRo>+*L`YVY* zTgC}bgCUa< zRe9h=c~Lb##{Kc5=G8rYiZxfwvb?a(*%>o!6cj}sU&CIj>0Bl%#l1srXvXynBJbC( z*6^!Fzp_1rx7lKlXq*lCioxLx{ptkK&tw6?^>Y691_MQk1m4f?=+E`t7CnLlT`?4T z+ET>oOFEyTJpFP}zYCQxj448=tSc|D3L3&w?Q>f#6F+*Tl?N$(!xgjDo#x0*{{kuE z-=Pi(+puIN8VkTc?@W!qq#e520!+_?>5VX)7I6syvgGe( ziKqJbL3y(->72>>2!w^jx0OUizU4taW~36yGdl+C4GR5Hgohet%ZjEx6$^z?ErNLK zLJG(r*N((aT~jK2)c@@M&ToGcGF|?HXWPvj*8~5cOZ|aOAsPpgk(%qB8q}$?p=oQ`KBwL~X{a^V_2?~i_!;W0B`MhAVViuP2?SM5>iQu5h$HtLGv+{4QCl^w^y0B+ zJ*n;MZ+yv|MytkC7NY6Ao17eC-MAmY4N&Yv8Zbk3sm1Fz<%qjws z+9X0N`}eW8?@&2EH#u$?p$_Fv_Zt?A7=d@rETd%1%CMJ4ODE?+}}xZr3# z<-k3fEzvCDL4N7p23U~0qC`uj=00M?%B^+%qtxJ>$L^h`>y}-c4^B(h7dPQHkZ@LI z-<_mfd7RFSCw5c}xvWXEikxe@A5U}YQp8_`k*i*9U8`p9VJR~kxG9_$n^J9tvVm9C;;bSt$nW)2o&Gz5Z?S?Z9ns|{ol@d?k$|t7#$KqN3?&xkott< z!^e--`zwqf_P_#onS4P$Tt&-s`-MJW%9t{x|c3z&aWM1Z{ zF%$TT1M%ghz>{}u4vY8y^>n83hAjT-oC8oQ?*JxcZm#vxSFBUxvQm$ud0FH>H$|OW z>8#5zAKFEil;q*?Fi81~G;(Ttl7|0LhgG>4L9aMTZHIyS(%|+f?$>L|rgE-O7`5GZ zoSt5+V&qq$0eQISQ9D zTZOJX;~T#rZkU;VO4#aq7vmU}Vx?M9dGRaZ;t8tuJraVCjI<^S#e#C2Q$Zz93d(VT z)MCC-713hBFYro>%QzpABZEAiJJn5Cr^@&qS|CphlSPu1)1A=ACG~m$IUH4yHdiwO zob}Bzj{00N(L5~5cqrPQhKCTaEHgWiCXfWmeR1J&EyHPe3+ zsr&dLEX}m3LaN8>b;5}EoOjII6x3Ppm5q zCeKqPyr%;&_}o$Y%>t(3%0sDo5gjjgCJIhZzZQ zaJ;$z{&J?pfhK~G;Tihj_e$fzYrhL%^t{a-*{$x#Ny%vQ5hYtG0hA_?qk>KE6*%nK zn!J7O@9(~WFZWQH8b73dw`S*$Pt&T#4d$Ks=R(rb-#SAGP!J(0sgd^5=PS)LwY;V> zXf_LnoS(4-`FgL6=TMGxgi_}(8S^>_wtqWtkh#|U7FTl%FD@>{iO^#n%r~rVG$NgP zLdN#I+1_nE`Z>G#J-mEP?BWTpDs!4IT}Nsl^G$w*+P$rfeMIABhTD@w=)1kox?DQ% zRSNrDi>w~z%A;vgfBy{o&?E0SlZPBs#>X#8ahS8VzIilg_~lHJn);N8;Nv%s!9W=# zY>;lPh1bR*?7-#qN|WJy`&->7ahtP!C{Wt+ceOGy$mZr)1s_q-aO-ed)Kn@U8r5n6 zP|*M{O!ih6G=f2bqJ4%oD${iz$%@kArD08)&N_W<-99)qb;rR0&^%uIt7qSI)|FDx ziFT!khxJ4PJQus8l1=m%SKsJK)gl#M#U3tEUg2H~U4y)7e`p7_vq3|}o2}?yNjS}e`doE=$H2l&aU}Y60 zL7yG<`p@U>^Qmo;6b$m-LNitHd8}M{!5|x6qbpQeO;1_MUJ&s_b|C?$jKsCGbJ~4h zvTt+Wj{#j9qOf7fN;GB~3V82_gnytp7%Q9aiVhDRhw~uNY`LQyODEc8L&^P*1>1Y= zxzwH9NZ%I2{)efz46C|ZySEi-kuH&zW=VHv zzhP@@X$ZJeuGfS5Q?561*kEO1V&Y%%aH+?fHGHz@_u2s7X7?~#avEp_sm-pjxmnLV zEfsCC{PdpDFYey~0vG7`op=3%gYZ%uqhp}F8W36!{?=J?dXxcKW~Nl#Fb(VKa6ufj zKc>onv%u}|EH6aKK!!;82S}8xfax{i)ARyg6s1>u6+%=8b8_QWnx$^6S8-{nAy{~R z=kp5A%;45+3OOAvs6IDXk>De* zHxn8fs&lxW5L-`A=e1wB45lJ|z}`;XJ6!FL@q{i_SQ!p_OZ?^P7sIFX^PfkDnsAs0_q*G<$#@3;#O?XE=2RQhtbHn2IiDP8x<8nYXL%%u zREM~>qRmQ9DdMfWAbw;COV(wGqsIgXDxa~?dCbZ~plT(tHU*`bs7&0{y`TILrt6iP*l7r{rCBRzhY_M4D5!8R$4-+Bn zCwiPZd`NyiLoG?`bdJcI4zXWks{V-)VNHR#S7MyJU3CaAEe$oxI%E{BNGDGkh&0Gr z>JlW8mwb1(496R@|^NP1iVJv>Q6t3{u1ir>K*G8!`d}gftz& zp4VJ5@Y|^ukto8{RJQ&3m;zO2wlH6TW~Y5PYxci^YhH*Y!h)_4e2{}%E5#H04=P1` z@qud{I$fC`RG_O6VMOXRU+~nxHlGVfEjVskZZU7nv1L8pz)|IGeOn_TD^7byIA!c4 zN~&j{GRhGN(ZnY#g}4;(PwUV@4+?#uLU#_1DS&st!kMTLOZ%)lqsE(ui1!gan5Kw> zPjp&TYc$9B%r!HHku&PoU!|FkNlGeAoYh!3BqjC7r{6}4spD1VKPrE{{jfD#YX*xi}|;Y@Q4$EIM#F+&%Fm>5_pnjGHyU{4Z794{Fky zww{&UsKj^vKp1z;vDxr7VOECtej|*e zR~7Zj`RC&WIrYM>9kVz~o2JA7P>p-6$ZB(Vn4L|5Y9TaPx^E<(xi+}kQ|oNCxf(*W zb+urNA`;7v3*3gLBL!n*q-Y5d!bn*}ovGi6t8>zW_rEH3=)du}Isg#AxZPrEWPF}M zFc^1L(w6T#7dV}NQGTwD)f-J3hvSLZFQ@*M@{@rJdu?A&(Nax~o*&$`o0~ZtZWwMo zGaC!0Nk)Duu?Bm%E9~!Ox=iVd=0tihBgx6;^zLi?jG6vOdn3?yu2BgokBpi6E~BKU zhte4jqI=*b2hzs93{DPB_(4J>cD6U_H+Qog(K%H3{Py2nk|l$(d%b(RqM4bU#snVf;T_Nkw62dsP#hq z>HLIeu-Efr$GIABZ+e4O!2~=S8anyJX6FS67@nHYnaHJJv zTjJ#_A6;3^``kQ_`Mf`t^IhVwG^mkeCzk>Yi4XE(7m4hyH9u|95f0 z!}LkEW_V|o{Z~~gG^fcvx8|USeQeQX`Mswe^#5M1CgsX8pfug@4cv=MI|P}4G<~c+ zuPSGX3TS9wX3KTJr%?pRR{i?>7Y}~}TwHzF!*dw8xTJVu1>(pcBi-jbMxufhtYr@@ zzy*KG0YW-pQ68xg$qSYo4uX&EkN5VFw~S2PN5UaZ5J}Iwjwf{+&+~LmseBHfJ(g2o z0dG#i28Qq^{`l3IxW$|jv8ig@4<9@-;|)9a1C}2bxg{xbJ$I#195;v2)3)qpb<`b? z+ZxX1C!Rw6{5Xv`BhAN2Bw>kTC$jQ2S_d5(t;!m^uL($FOLof5$Ec*Bm#!Y4XnNV8vErJBoJj;=%wDYUrNwfDTxN^Z#-QRqmZG@z2WNq{74 z_w}6rAc0`0!H7;9a&0Trdwq4siB#8yHL;?Fm!W04dAglqM1^qQ+~@ zBElM7S?S_~=vdPQ1|CJ#VAs|bMdKXYI~X@6G?j1Uwj)(X+{Hpr_4UgKx{)T>`dslYpCt=}8|}PdRi_(|`afvgZTl3|FiN($woj7y z2L7BpOfa*v%5>j*6(r;b=FJzNpv#EM`_wCOj* zQGRLBF*C9Rny0;l?LdVt6{dlSQDEYu>1~Dv{yHa&G?Z(636tFk@jjakar)S~{4$?p zJ}E|&7${6~>+%2x#nYYHj`7byqrva?=g^{m{IS95sqW^@&`I#asHv&#``~teRq8q| z{>*&OcmBS59v{>XYxBkAlmG@|jrZf-c2w5LW(ufJ2mCLi>i28T_F(wXwy6Kott!Sq zMHfsutgOo8emjUx+$3h$3vlIgv6kH3)t=(d0e3jBXxH=E$1JpeWx$u%P} zMEud_Y4qkl!6Dl5@p6`aJ4w&uu+FbXLqMRDUIg$m>PyvHtI6VZwM9^Zs1l{}l!|ej znMOAqh@nmI?q5jc)sVAPq|GYEBVDk?knSPd-VQ4$t?zM6>$e6T6EaCE03E{KR9C;A z)WFzL->$CMW8691)dyabmmTP)y7#6SAXk5&N~RsGjx1N-J~!oG7;RZ{=1&aw%Mnpb z;PPDln9Tjw_t=BSQ2FSd4g{q^0Z1?;B-Z%NL`~Hp6Ig#*n}QBGaLCe(&MCQc%?#U5 zI(aO4tb~MoBlFVKaQV(tz$puMna3VxTI*+)Ia{dIAk`9LnXyAolSr-Y@=7&B5dIyQ zH#9o^&Y)TIW3~b%fPuMDB-Ke2vmi@sIKU<)_SG}9cJT-1^q%s(9nm7oBKo0}N{qQj zin&LOsRh1b?v2VCK-riY?za3Dz-TKZQ$ne&HsXm&K>@?ti{|*=!r=I(kbI0N;q?@W|3+rV>j&{$?;3_p#JWWM zq!`p+B;+(kHbF?uh$aznAetbz zv?f0Da=*#pTE}x+Jf_;-JZ!Zbxm+QRoc(G_-&hl?kKeF(8i zx(A7aZGk1gNGH+~q@zeA@$UxUIKn1;cC@mBBb<1To-;r27V!s_$yUs{5_(zi{0seuIo`lF!(MMQ;mdv7w&?H1kg>t~5CjPkv{H6l{3p*f1Z;uwEC+Ubyi7R~c z+R4+SLxAMhSL7RuLXB`JiH zi|N3rt4SaT{-hX3BmqqNf{Kb5kh9glwjq4DYH-^aeUHbC93}l0f;bo=M8;+nNH0T#VTuSz+zHk2!|6Aj2b6m zDh^jt0<038URy}JGQlX%T_Nw^6J)EJFgyRd3oP%-zPucJCB+#Gh ztyYDJ?uhjs)|N>}5F3`ClKy`)%T*NUmj+;F9DsZVC~|VRJ=;uXkpoTU4(hke&lKok zE3e?7p<9`*&y$32hp|XMjY-g|F>r85fX_ZS6oR$A(sEGyph%Yt4)tN#*(AUcl19Ki z=deD{#n@!G+T@cZ_h zmh^Z^`7_X5%AW#Xp&W=B*fU{!12m=8=`3${0KvFsj8wg8mu}+GO>fHi<8&Fha8yIE zk-7bfu-tO}9y?P#TPYO~n^|9bkOxnJF?PaJYJ#TMUqAf{EEu;n>mXm@Mx>N!qEN#w zviCo^X1i;1~Kr#A7$%!4|-| zdw~pH6a>60QqS9}ZF#G6e&L;`jI`iq6;-M@?Ut)68g*HXuO38(mB0%{$Iy7V@~L2+ z@JJ-{Dv2g<6$uH82qnT`wfuEkS}3Y2>-oW4K8Y6}7E-dfFdr`7brx!d{!Tyj&P>&3 z1pAYdsF3`hTm-?P%t9lN1V~ns|A=dUHX~_GwrFmd9Epj9SsD~=Gg=T&{|U6{LP(r+ z-<6`VALLd73exbG+O~zSnhd@aO1O+|lQT2s)gDqiuGIMGJ?f_r=}=M$w=R$brHa%5`_;E3jHS4RX*7} zv0OE)EO|EWsPoWygRoz*Bmy|aX$AVJ6ycEb4d7Wu4k^Cj%U*2Z;A9Q5#f2xaJIK;O zQ-NTfcxLreO!izeIvpvh{e^Q=cEM4jn{W=}D2)e5HDj_w1M{!g(yHb#OScnxrgx_U zO%I(7xSutC>}=sSd8X9YtC|V&{Bkl+k+#RsVM51Z3IEqip&2>U{n)AzX{yH`D(|Mf_zVM$9 zj6!_jhy})qkR%DRHNXhw%UTDiG@g@;f?Ya8)dfn$( z{}1;W?biqV37@e|TATUmRKQd~X?%W~m?acCLZWd0e`bpjAWsfDc;Dv6@D0z+%}L`G zmX$>TNP`_XRn?eI5Z2o+6Jq+nLPI|&4H}I^YX4!NLHtS+v@k!kwnln?eb{r&qg0Fu z8b&?o21XAc%eNsu0z=zPC-H5ryO_>Nvc`{G(VA>mVahTtF3Lnq5?IpTL3`yg|IKUg zSz>5t_?^T1dy_-z$0i8-Z}yefhBvKgx?y90LQ%BY3D;WHxLa`OV&ulYd}SwGFO zPCe5N8A1XQv`Le-uw=zF?%Zjn3?6; z{YWKM_XXI2=dRGfy79Uc%9Yher%baAAg0~G8Aa>}%!#*oDLkiFVTLSP z`A{22sQ=uG2Xt}F0~`*Dcja4Aw?pk3mIh~so)-SWKJlldLjtZ;2h}1z*L<0wGle{h z>v|e>k8vFotCBxQP2uA6S7xDuEMmr_X~e1}T8$k|^g?>^QcRHb9tWG|b=8_FFQPqR zAbrW0-D6KWKM0GLoc1p?eEdbdF$5EyG$GP&V%F9F)r+lR_oqZr?F==raMB3D>tU?Vc26ldV zz#T^qZW%#(?vn?$mff}77UhG^U&GhM0+2{hcJhDzs zT&SbDQ-U*q6^FMRtqq{?%N#u2Bj{*voaHP3)NV^vAoC|=lcd-EVZ3PZci}I%SAoa7 zzO-WNU;85j@=5VvN8pl2E;*b>iHcayhu3z#Dc-W8DHw}ZZE|jI(DrG|Hg3qsAMt=4 zzECbBC%Zhl@@K0VStoNZW)McqQ>cq2o}MVN^oLM(GC}XvWLL0*Lm05%IX>S0*W~D$DW0#Szff=ORNElz!TsjVn-LUMPg&z?g$)YcUOW^z z`T|!{BL&k17HsL-eJ;SA*BL)TaODG6xZbqSuAU~rWl2FK2wWA~*~{nf(oE?l+bLn9 znk1R@0{5Mpo=I*ltZ4bK13Q^yDF(#Ntu-fhnG3-WhSCU^g_S*iY;&&7gB{QztUQ=5$b!Jo!>m=mAz$q=QvkTVT~wq7N0O*mMIW0!TOOj7TzSk z8))}U*GnGrm8+VcuT{82pF;T8wt{%pu%xih{ZuHVnNmH+G8O=n`E)AgiAa#p=>Lr< z`cWVh#_&IJz#-$WfF!e#fx+4~Az-}z0bQVwlx3%BS^CiVx8Rz1W6a3a8k!?-$P%J} zjsSki2xH>Mjc%5%JLKi%QGh#kWP4&=8+V0&m}Va@J*?M21}nm|{26Ke{H$j(wgoL+KF(nfeO4KhK0&)I3ML8lK33vBkTJdOxg~^i=#GP`zu_k0! zkgz9<=VE3iY(F+!cwZvlSfaB7RH1t|A+YV=pSn}-n9RYzj+2-z$px=hw0hr zWWbwmR@EQD9y9^4Q{WxPG%=CV_=6s;+-VO$r+#GAtPxkJD<1<@Fs6+03k8~Z0D2{K z-3a7ofjq^sU93U@$jhqM;3`Lf{W%7e=EV>}3s17zY$AIwVVLH4(=JZ+I}DgA%%h4d z;-rkz4D4}5!)BnJ-k_#zA?5!v`!vx;xa?xTh*+P|Z|^WNP+UH~Vo0>m!@b<}$m(Kq z?0p>Kdb6)brd(gClVv4~Ya2!lh6N^q)K$&mg8Nu75ZcpnX&8k`3)EXCw%=k~rn9=o z(Ujt;;H_m_5W4qu7g}VL^HWMM!VQ`TsM%>}IrNb|Pp;1ikt*Azj&UM=nv0~H|0!3( z5^Stxz!Zg+YBu_cglb!Qben*p26-rSRB5X3)C;jde(0+mZx&c~4wai!ER@HP3YrR$ z6QchP!D7+ra^Yn%4hixfaT;Hh0=*SpU%!5EVmB))Z5B)l!x;ylQwa%CbBQn5v>NN? zfOJ|gSZmcvqQRgm_;QNEF%zt291_Za=@9rmawWy><5(4>tZp*6&sOsBX0PP@rgWd- z!ooIp-wn75fwlo8S>WCuJzXDY0y`gu$i0wX01te19WPf1T37#_6|kc*Av5utf)4k> z(s}*FGok%!3ROevYs9NhkdyTRLQ~KHQC?0r4zv-o1s0Y&8F>P-#I!s|QKIYCw)m+j z1U6gU7M@_T5uhxeiCDhvi39M3or&!ouK{jwMzR74L)B8XDXnFJJHXyBP7N)n@p<+> zYTC~H!qoN}U_XV*Q;OW-)3dx3Enok+fyRgq*bQX3*y-RZH*boJGHv9sh_kXZawO|N zWsZqk^dj1{!-!4yj#<86=IgxfxYhxg_3O9CA?9fhPsh)En|_Y}@a25f7n3PO^FPN` z{pH4`O2*~#NXmToLBTRfEpvOdnGSf(%+kb)RY-ws&BO$yV%=p;5`W5bh2?1VOSqPF zr-fy7I$Bmz;sW~|_}9K@VmFt=#qSk@6YRq((GyA5&3X*6C71rdK=%N0P)bqCg}i)j zpTXo`nbL0xXdE{(Dm0$fD~QF>r3k5PamOE}(GAz9MGXCE)ypfv&I8oF*#!FT7MlYL zDyWJy9J{+5OlMndzh$G*dxjmKubFWW?Y!_b@cP^sH$w7!Lb6o)o@#Z^t%X-9Bx$Jn z`351p4d(2YG&mc4E5LGf?>b`L@Cio^Q<@x^fTJ^fUKDdf{f4UjYXmb`Mg~X{qW<@F z;<)NY2&OPTkL$MqBA@S+nXdkQeSKLT-_2Nt!P}S&bN<5mcjY0(Ujf3pdIqqJRR1tIr#SI0MQD( zSu7OsFULMZkLxuzLeLXmXZhy@$LDDqG+jB`n}te)bveIWmeE4ArS6O&0}InxcrQEb zLq*pwCBg}51uE^%>df0{oRRwNf+hi;_C$$1oSq$lI458{Sl=j8F#(Ie+3JafsY~p= zz3$&LUENS3mNEGRg=vL!BP4)*vW_{)@=g;ux8xF7^TDXGm!gvLoabA#KU1N>NRUcC z^+Fk-UTKB_1i@)M3(eh`$P0y{SO?9%>a8m4e2U-deMcZKJo)>=GC>MY2()u_v*5&% zeeT~;mm%D8^RxOj=&YeQ60I%Z)+>nXu0AV&rp^q9JsyIOLpDnu5g#loL%+v zHYgF7Nw#k-kvMWkKXgXC)PFB2Fk1FCBRyJNC7EiTkWsimuEHdee>z*2g%_P9HH8Fi z%DDE@@<$EE<&Gj1rl9Zs9WHr<|E^L|V`IR_8$KChYpEo85sbOI@}nANijUOk)rTJ= zEY7MZ-m-{_{qF0uFEWxs`lJ!4f-q2uct2DbxyfNPOc?!njOE(m{ifS=Zg#z1GlXGp zA9a!TWP2-{Az<^)XoN7eT3Ro@e-Ab)l;(>86w(`2?8a(=KdQZZs%EJWnY=3PtWf0k z)VJ6X>fZzee9%CjYkq#vd)oWAG5PLHvq{|9e>xkDe*_VYYUg!Oi;8o0FAa;1uHdsk)^OyX z*Y%uQ^#chY(TNf=GE*OC;jXY`u|Vh&~wY zZ`t6JFt+@tA^p>Hs|3sbSE6Z~VsPvFI~V<%f493*D-Fp?}!Fof1Tk zjdraNr^=)mDKqO!R;oZwFMeajs6!uZ#-|jBfA&D(qX=3vR&$!E0+qbru@50bz#r(U zmN62|uB*e+EJyt7aE;jQ^MEGjeQ0SG^OV9Sx}`C`2Qf(LNBka{cwl zU<{70d)X&9OXiB@*nPV!VZ=D|Z$nIfzZje=Q9{(V3Hnc8+@ozfY(VBfb=QO*Aa zgsf6gEWffa$vN20;#br#W?Mt)Z^o&Ifv5GpTmEXkM>HIa3mMY zbOZBjB%MCOqF(uGT)^IU;kH)(b+xMGO*Gl1JP^T4j zwN!#roV@qC4r@=f;RD!Oj4T&Ccmpjh6 z$+U6qw|^QwcfN{|m94a1U|RwU3Q#gBolK`#o{*ZJRR|sw(6f~B&#uS&$CDj;=Q`N# zHWP49u^uL$&12c=dw$Obfr$MHFFJgr4u8)>OB9DyA*|`q)n?ATpXqQxlds+^(;K9H z>NT(o71?9ly<|LK`}dbGx<-KPS5W!DR4u%YPMqKCL6d!`yWQz;6AMwsIk;lYB)_He zY8fJt3Q`B^w~J;dVt{Hs~)1tI(+CMaIeKz77o@ zToyz9UHKCkJ&aYrUpkpAQym(L&3d?%G{&+?WrO?qk-3(VU>yB2uLWfkM0_&l zTqD|D1DCwRasp$@KW+Xf4-|fZORyH5QT>fi#M=_N4+~NEbdvpH zIhi>rDasnoN~DaTq60S@QmyPVNw4meMEkmc!j31X0@LsChbqmATk@rE4#Af_|D!xP zb)}CsQbm6h`WzNpaj0neXsV`76$EwuP0T{2L5BY2>J>PjKiU0q4TFcd$O=I92UVvI zw5EC&&V_AM&-cGnZ{}Zxec{qEq`)%W|C6qv>lQtb~X@=WAvXs^lIx)WI1x?!x3jj23k(NA6(GHL(7Mn=KUpFaS!`&^Y5_of3#Oo2nz3%w1%lmA>? zV=&70x1T+u7pu(8EXn=*$<6TGa74J|{eTNb3Gmtmzu992cs7q4dY@Cy@qMnxkGUf0 z=s#_x;;_+QW2$tTRSg!;bCy>_(9_1Tn%6wPri~xXNC@9IO&!~m4F|vDy|~(Qx`y{Y z30xVSW)9t=kf=q6mvp}8Rve;xn(^T8v~GC9YgqQ?E-NeRIH~u@99VvSTs{YJr8F&T zzp~j{`^L2@i+`pep$b=C<9|wSI;(An$FnFuLeok|h$LZ4?!X2sT_AL=&2hv}!B_dc zW+EVvphob_ng<1A#)f*YnqQHB=>krdx$625(D<#}U`$(J4!$cl2Bd%m+m4Ke_RBKQ z{m;v5fC6CZ?v6N8tr0C+EJ~`aF`fKRdl6va=3*rn9L)X0itkg>EV|C$TKz?b zo05RDTO7d&^HVbOeW*Icg$@tbFLXEt3-#b8YdTY+y4s0?@PDsctgQj=(c|`e8&GMYcf#e}+~EnfJF5XtBqSsic;)hB z?-^t=OA=C2(|dH=uyxdL+9$wo7ciT?8i^hQKQ{^Qpd=@}^?{>z^!J2eBA}y;nIpOf zMA6<85Nr<9malyzdZGf}V*0+dn12zD=jSpqGIl1Ok!|U09S2#n@1W?SqE6?g<)@|+ zHl93=vU77k;=^|seCM$D18*$Ov{m2v8GJVT+F#i`OkcoFlB8(R$Nglc1vOm@JkBIe zET8-f`d<4TtAA+QLY|)HL*dO+r0FVAWnjZzag!59jUfr_wNHZgw-8ogXN)w#r<5*s zdObU4sCnqydtC}o5+N{yVuS~XGnpthu>M9E{!pOzGTXc+h=d5z-8YcpmSfS+9oScga1%jqaf&t&H%ech zlgD_n5?jE#Pjh9+!VXbHXw76(7RQH~tKjz;AQYStD!V1CsE|VUT4$vd;*K>rkvV}G zC;l1Aa#oI1o=Gtc}RU4OoPHn6Pf#h@MG!HYoyp6c1>2==wx z*QY6cstecEU_ligL`oSV2MkGKXF)tbX`yf5wy#3lp8lupV_|7;A1e$l84fn7fQ|I^ zaA~YWwNxTs36jA%QgDh;{SaM!}|%5Ov8Y{mpoD;d});^!fZ`F6Fw5xP++4w~9r6Tj9h{&L@U{@zceVtHET zAsVSPx4HTcT^;m#O-sd&WD56w)qPs<`=;{ei1JTUY=!5&a_icIb?mRKGrFYjNq_B zOwNh*u4z*ZO)b(UbBweC64?mpX2FR4Z8B&u{Z#`yd> z4&RMfaNhnD_U`@fcQQZxb86i%9<NnMX!?bD(t6wB5Hjq~n#%3c|MLth8wCoZH3H z;X8tTu7q~UeC`{32C^Q8C^c$KWE+Kr{`>M4)c~kXP@Vgd&3*xQf>mw%it~d41HawM zt65zSz@oE4aIun*7%atpEs|&C0_nOH%FH(8d$Z5>MKp7LGFuo#b8Iwu-bbwv^2@pP zi2ZS{#h7)fo2xD({lNA8mK@A)?c_eIq^VPTF)=YaDf05RExh&Fjr!L8wb=i;IbYnHF-WAM;E4>zyNKm56N6k4>VvjU|lxApIhih5G>d05M z{-napfzPgLG*c{9J$;k{Cr1(Zc!|6S2e(ENr9!-YsoVtVIxau!2{0-()VO73KZ8YM z<HX@lVE?AMRhX3HLsrkC?mro#nPN+!79dA zp^Wo5;tHrq*~3+a_U<0JkWYTcvv%L{!9lNaPI~T&R4Fa$$t7L2)at3nXD+0?<4lI7 z{n&9W_V^dxR4AUaqL%Iv2aYpFJjMz;>0h0WqbFUeTUS3)8>xhn34+^_i6$60y{?lu z;eVJZX#(-YqOo8Fl~V{ur~Sj}2z@^1jev_%Av;VGomtd=o>u(eSbAmf_~b^y96#>n zX%(LCkH!RNH}{<2Lu%}4STtb;XDIh+SgZ!Zv7`If3DQNK;!1iIky7qTcgB+T*&9_F zSE=-OB1p+`1jOWXQ8D3{whK{9YH^dYi zFNvyDtimD+!$7y=$l=qYt!CVBlYmch(#7Nl76~Xn;E=mFXZWH`7(Vg)Ji+ zfN|H#8Rnbje&zFXtG}&b<>ll3CD3gP^-~vm&*3porPq^=hx?8C+j8z6?i$Pt zzB;9hp1bIv?(n05=v=ii^VpdAQOC3QA7sGL&0Vkl;OOd#n~w=9uIvA(fz70`ThP)H zUxJcKsj8C>B{g}0vB6WqPT_0Y{iD@$@SL;)`b5h=EP}JYy)3frr%^sDyvJ@R1M->r zzsi28(N6Pm3c{qEXj`O-nao%OLogumn|;eJVQhrciVm{`FWF$7!RaX>#Ac?@_jhndcUm`GV9Z zQ)me+8Fek?TT!+iAFjQ(m?ge=kcruTbQ8q!x0&8Z>)gIMfM}Ugf@{|-i^UeQnn+O6 z1>)@))9`*51COUqm}h(MHvh9*dGlV09YfnIAfWHhR+v8CUAEpY9v7(4*zf(O&UD*) zPw0K45BzG90^g*_-{WgbgM!1cu`$TD!;4fTl-)TzjHo0vp6QkJ^fUt*odD?guEA91 z(Pc+^f`Mq}qJ93@ZtXRSMq1{29ZBQ+<;MH>%P|Zx z6v5+48s)$E&QLq_VmUruhLA&`(Vzp@ZYMVPN?l&k=)l1Z2lS}t=%l11yTZW#zFJ|a z6Qy`=H{$;@pumvA=l6ba!1_Z!+}YV_>~h-`0M`S@0Opx)yht7y4V05?tlZnBi>=Rd zwdNSX`Y#!Z$yyH_)Bb+kHoMHIo*t)kis*F*670?HhW0VmLu)J9f;pmyn*0_x6H~>S z8i+1W%w-pf!?M>kBgnJvBT`dXc_?Angs3DobxD!;d+L&%RF>n@AR_7*EW1sDGj$$`xvVs z&*uX*J^CZTgA;k_dIVT1sNczDX!UIvVbp20nYIyPEkjdjyQFGaV=rVHj^PD>J?}f9 zNx~#u4*xcw*<_k=Ku9g($G_-N=2ONYOXz)v`Bj(&2g)MTfbE!3=Y+vXN5Qt5tldAc zME-ZtK+^{$JBNNTg=5-eA!5^-Ucv`HxiS5!l@*xqKyq+CYRosR&qGxrb$XYS)ae|G z=g<0yqByj_SuKEaz!Hg`6Z3#5Bi&>TFS_Cczt5^`ef|{cv2R`FyDvCk*}#t$Lbw5BQ%KApgf6ED!tf56f>AuqybXOiITN;(m1d_l5@fN3QZ>WWlhC!Up*=y(_P} z&%fALE%7VRt#c9%73EpMeW?pNI#2#~a`bpU`RkX^Qbn85{&_bR`7L-i^>yl=Nw-?6`-F0vmbO5I+J8&U5A7!4fTkVFycI2#X z!jCvVpNkeYwto$i7bgkE*Ss70$8@@r(b~Wg5ElHNZSmQFlA?LMW$9859J+iSXP=`$ zs1YSpEO#~fzn3}$x5RZ06R!{fJW=-PI*%)4WSz(|Rgq)3^!? z+`ZidAJEay(t4{QYL`w`OOY%0d>vDZU3xOI>&^O6%Q+6|UC>g|9o>O7-r#FTm>5c06mi0Q9ojW(On#qxR3$fgxP zrhH!(Oba11XukmK36ek&DT3+WcK8G&PI)Yowa`g3vRu|H9P?rgP0a@s$-ji)-!0SU znxDF})JOg>XC#d!%&WEgo*yh>`!PSv9016sf?L|+RcLyG-@zUpPAl4Hs0GV$X{?Ptcs8K^;!e^HlfN2Bu7!H_6!>6x+=-a^<4C} zE%=&BCJcrKzWGNTUS7YsLCo{bBd6wmJu>4Pu0(}7G0x30z>@d#I!An%keu>MKHj%z ziC>C>$|60X;%EVHDy#iH%#m!rqRAqn??Rs%#ob)sBZlI}jS)~ZSXt-nL62hdK*1oC z+Jwt$#7#T08II5`N@f^|{6c3&6+)eYQ560`4t$^Tqu(wXcHp70*aa~B8>!8ucUUyz z{xtUYkta)QCYR^QIm)0@sZLbG{q80me<01|k0I)`>dN1v*$U@Vf4aMm)uK9YR|)jE zas$1a^P51eo4SqFWO*Kc0)O!NqeVktOT zfx&?{MRxh=dq&3gzTPue!{XNu0JC?KN@v!?(6|;(t1-0gwsE4rbUE(wYq=wh*>qyX zjqdgVu~;R|j717m(_yS*TwsM;Sy<+hqixHzbkEJ<0$CJ}(DPf6XQpS9lpM7IKluhF zOH`&2FlX0f`##YML9o{ej$Pr7T?e>*-3x227l8RPTLE~z0m--*Bzq$wB3>~6fGE4M zK{m6;RQDGt`f!Cd1~~SSz%y=9Cbn{qE7sOUO|RUz9U@Vfwtu=493(&*D8|QqEC2V1 z7(NBJLII+Mc}5o$*FEM6naB`&N7O?tA~tROYc z>97G0TCl(K-a}q)Ch2UpCU#$Z`-0rIj@v`{db)S_-JaszCO&plc493wocFW0g%xIT z4mWr+j6Qpwy(LqYHPcFzs1@2AKR)$H^d-~Zn0wpDfW&v=cm1N91^ILjuV!+0$d;Sr{-SmeF4QbnAwG>q7Ddt6 zJ6K7heclZVjoyy^gqiX^)4;+#Ex*alb3p&gr3H|<`rCbO*~(kbq=4^1nuidj^sVrd zBB9p>N8Mkj<|Q$%wh$2mUT}j-pb)|}OAAtZU7il7A`Fic1^vM?ECDuF z0tJ;gKPW+Q&z}uwISHij7RjP#?mq6&Jreqw){QoV1DZKn89*fx$@Pl5*1WjFJ6M3j zq3@o`Wnjfx;kbNql9eXT_uEeVK8 z6csPJ~Rnif(*4hV1I^x-E+#YYNO_0&+6fl-+2AQ(#y4p zBs=_^r+3|6dp9Rf2%3H=*+bItX5@Fn`*X3Kgg9^JZvSmYI4hDb2AlZIN{0Gw?^|g7 zFO|>Q;E-?-BRvSc`bZ~u924@jzegk^@;L0+XlbPZFuNB^Gw?AgK0lsfJPdWdnssuCPryT;OVC?gCghU={^odP<;Y~|?-S*d86&ZS zMiS3+_1FQvsRm)u(b0AckKv^GWOz~NQDTz$N|)Caf+XyJXNfM}bK3AB=w0!f<0?rI1~ zeSj)EO>Cg0xblEP>twwGb6xDK?zevGM;bDP)1Xy31X!X@#C=rB#mfAcx zfp7whMlZV1sg0(oh?ss$oZvl$H+O9F-C*s|6E4pV-pdXU-r@+1aRJ!EXjMJb8deTT|4Ws3~P`=LN1FuM*PD>Q8oDi)Qagxs#z_agOvu-_rh4@i|?*%0rv2u?^lZe)78+yRlKd{bo^FxvjE+PUD^83%Fe18<1V+bnbYi0b< z%IIcUKov4IB9lXPox6h6xA_`7qeJH&EP9Z?eT%)m&WKMLb-a*b@;Nug3n3pW@Av5= zK2UgcK^=>_Iu6+}!KEG2@!QEo5mo05pO=d5hBW>p;IuruF z^q6AQI7O6`jPNVqhgncIgEBcIjHjhD7LTofv9e&FGS-a+Im$gSJc0uWMnIq-f{3ASGH05A5w3H z6QboFmC(<>9?KXLvGpXFvO>P?RYa`w-IVf5ZxdL(L!|C}hbgGQej!CooanEFP@!Sc zzH@pZl4v|Xe8t`#@@VTyzxzkQ!=o7CMd-zjSnVgK^7TZU_3*hMYhf3gulWs=h}Vp2 zr4T;dKGIYqDg;kAKH+F%l%T@Z*K8IE4fUod8~2JQ)8h&sBMjP9Zu{nr{g`sP9l3ZH z@<}aBi%^PsIRDo~)=xa%ZPo>f!UThD~7Y*)WfCs=0|29vp-N_y3mbI{hJpNXls9Kq&Lk%8ap_0)sQZ(e0-={Uvz|5AeX=OwyX@P^-1)d{^s^bSt?QfR`y&_5%iq)5(+k3;JmV6@y|Jzdv^L)B6XW|zUwREhl&H0o zsg=gY$kNlzrSl~Vlxs!3RjRH$j&Gw*1cDyoo1DzU#R)lw+phUWg5JV5FNsn(GJ}U; zI}siVWw~OF11cY&d_#}bPabLN{z7KM533Bd<`OV)FqYWH+YAKBDTKtvT1hY#4!v=oESAU>I5!JwX& zFjw%A5k-Th+dK;j{?O)I(1+kp1HOJiAJ`3RyPyr6nww8iCBKuI{-GAZ%x;PX&5HCf zs+@B2lB^(gbut^O!soGcU*j$HF5z4tbE|JL!myl<01A{wG3%h`$IyM#eEu; z5xOtUAbSUml^jiYW$SGU3V&q!m}0pbZkj-`ySzvJ1}XRpl}eYI#jrPi-L_=vAJV|n zB_Ew&kB_pTtUcV^*lr=xF72Pl^HjBNwu|Yf#F1&xzJW0XliDa&j*iMsUJhqW*?EN- z{b5B9m%>hm0*4l<>{`J0s3%DuBqQq0L`931=d6NI7xpH?cIB+@UWT-~43 zT6S#BH+O2bQ+~0IJG)eVlgr)ZI`nO??QJt1|3bt+q%96tC4$e4-t`sV#B{51#09rO zxi>i7Y+pk;OA?Qfe8vK68MyaT^}l>sG0n+QS5teTX<1lgqImD{+b=p>0)2oC9_r;_ z3OLzM6=_S*36S7Xogttamg5ZpGidJ+8ealv7jDHW;Z>)~44u@`;$e%#3B3v>Lo7j(i5 zllMbfj8N6*(H7JM@ntUPmIo%w&S zXDhJaesSP7JwM&M-K>UaYHHpFB_}FXJ8sL_wBMQ_<8yR^&%Y`N?Z4uezrx=K*d*rF z5IR{|#<>M)2%4#lMYsl}AKdMcbO!A4<&fXK{x)Xv0{8$ab$I`heFHq$Dv3b9&r97G zz0g^F_E0|FNkR~*|Bt4t0LlW3*3vC0-Hp=S-CYVO-HmiN{D^c5NH+q~9a2)#E!|zx z{Vx07W5#u7_Fr&k@4e@o?|czM%lEML9LPXTG*hvqB698@FIQxxR1hx1s7OHD8QRJT z8@PV8(9y-y?ub>Oh!q}1oj}Aod<7ZP&DA9>)D;ffDL2Gt@aX_RnjAp))tTkt&~g?# z&ygi5g|t5)i0{5^Br#otAc>gyQ(vTA@9rrOIY%<1Hk$d{4eTxo`iMrHADxI>)t9$+ zT^X1ZYof?29hU?{yW|u(f)g=C4bvEmtMJRqU5oxrX+B=Nis=`r6M*9PtA1y!wmF+D z`~oXtIzjVYl9_TwkfgW~e$df^7(=J;wN&vm7Jb1N$!6AJ>Uxr${y322t0`AxKtj3y zXA|H5wusDdyUAj#z}PuV&RNsKxYw+N7~_>6`FO~$3AnVf9n%}Jwjn`P}1Cq*!m{~`tIB?jW*E3amhDt+UDJr}`$=HU5ka8{xxC zNEFRgyP_mpt$UFUH34!W1k|5RCn?G^V4ZE#x~C*m_Gz{oXmbpn{-rSNBqM$Nn2G{T zdTdG8{`mH9OLL>srFA}rqLNC2!9dM*nz=GD&uRVQV98nwFQ+rIv17$zUBu62KLPLS zV>ATym#r8U1#F=e@PiuwhrI+|*x&zHumh|EQElh{6ev)ERup7%023CEV`BNs^NqcD z%K7eE+|ER(WR}W&Ne9V)r|jvSz6`PI?X=NR2hD5UI{$awC|GuyOuNmVzzvRRIc|;s zOR|n^mpm}~f*;fe92pw7l0WV4?<2cg%Yr|LNKj&Y$Kynb$AWV5xJ)J7vw*pv!r_I^jh4mrRg5d1BG zw_e_+4CMqx+V1Aa*pw)cHbVyF)SkKHQLGV(A!D)Z@)%P~ z2jaWm%o9CysR-fv0=LXUPd;gXz)|A(yoB7m90F#*X<7yxWfT12T`y$WczGnZ<1&HL z8XcI?h&)Xqa<<_QU@$zujaBbs{a97@nsd0z(Mi?{?DvYNf3Y$~lXAsj5%nsLw{G_fGSDZU;eby3-je;$ND> z45ssD4}3RPZ@we5KfQd4O;Dj`3vR(huIuc{VU!BtRH zQc^3?6lJK8Fz&+#aK|BGZaixkxwQ=@x zsE9-r?!k)vdgu}y-s60CE0`qTMzsSJ85b9|tlSz#%;}pwXV3`fx(Z-Id_h$T)Wg;5 z2HgezYWptL+5T;eQ%dJHO2chGiBqHn5g_dY=+T0Ins%gB8-cr9GWye+!Dm1d0JyP) zBNc!{-m4U-uZ;+tY`%zRb^(89C4IT)%J-gCDWT5BUsI(Dz`hmp&OvlBEb+2W^!B<5 z@hnLxr)W}!0{N~{^`aBGHZDYJ&8Wd24C1F;jVr|Qpb6;p4;5zO;W?6}Ra8cQJbeTH z0?uH`bMD=7-D1Sz1@6$xSHD6(kfp^4{_8gz_wn?+#nZnEt2#7_@qGDbA~C=T-RW@8 z;s#``bpvx@%de8!R)6}$5rKjYW8)OY4cAmQSs5mg){Lo@_LOI~5fTIE`)C93l(^VI#t z5w`@q!LzSMI=Eu5GIw&U;@gEge@C$jpg@dPo6jH#OEieYA*!4_-4%MOCBM4S4{rPt zwHf6des^xth(Q{B78y?>6q=>ozP0zlQD`SmRaL^@1+&A@1uvf4l1yzP;W5W8DK? z#Qp2xDcc9G18S!5L<|nN(2u`-#*4UeFvq2q<}<KSfOw0i|D7I<3B9DsVKhAT+m-?YuEgj8r>MR>yoiu_v06P6-(3_ z01Y~w*@1H;5f@}5tR=C5nS6Vqb(rI*; z-sbvn4Wu{G<069+vAw;M`u%%8S3*uhLrNUOn9D$D1P~P<4-Y%m+s_ZWGe$@hP`1?D z=72NB1$g^^#`6G_gGnlU!73pkQAR?%Iqcxak#*BU_mYIY=fY3S3986X0^l6m876!| z@zP6ETfUa?gAk6n3c%YQIlCQ7ELQJPHTW>R11L#^&p0Hw&o z4;pIaG@`7-3lFR+yr;=hKn0nv8T~hB5>w@{(*8Lc^8cG%S@5ESW7B!;=7a%-ReK+{ zil7(ilNWD6qiUnVIfj}Bz*Rb>({K7qsjMWnAi$*iSC;4Vx zh}m#_-rfGWFEHuNsV_h-)d>M7RyIFWDIKekIWp!xAiG?t`y9vF*<1oq3tt+vp-Qw= zRyM)5xK4b*9>n#wfma}S4oYt}c0!Ut3PUq)qQ{Z=?Hdr)nso)oAKi7mB+cm~gu7h7 z1IkfVnVXA{SWY(B#3^xd$t9;8yl(-N(c@$MdD~xuUjdxqp-(XS4hxoxm@WbXODV!= z;k@yfT|G^fK#T!zL7y726mcAQ3#~PK+Ina5bTow*7Hai*ekfO$o+WJCR?n6@HEY8Y zH2C4}Ta-)4IP_>bB5BAzpm>HTGQusO0%^ICVk8YWxbRE}LK`fR!WT4Ne4jF>!W=~R-89rYO_ z3x|+oO<0@zq;D#Mfi3F4P;kUW8LbTu+X=btq2cb@-1At>)=J-H*G08U#AIs*%0S-n zwo@9(wTh~p<4juzY%ttSz%P*?mGKb&@_AtUyC{WI*{owxa)`}CvoXZ{E|tW#eT}E< z|8Cbx^!Oznj@(sDj_Sj8W&-Ndm6ERaFqiFO<5{(L#g88eEhkOsfOHfqPpiY2)TsH^ z7^yStXIr#gcwv^#3gNp!G6&0@U=_dgqMhH`8h(-PdUcr@1Jo_?4ED~%?d})&=ww3j zm0nytM=PVpOD#>8GoSeUkBR%DGsOCv#}bB;Jytsf*NF=PBd7*Nw&g* zg_1AH61eWgc0Bzd;ufTxE$D?`Gen&vKRz?_l7|Ew%WlKB0GC+31ej|8S*kez@z>Uj zzz%YwriK`}G8i}Yh%*oUxj=QK*t3$y(E6H>BD9Bt1jW`@B*$SDEfWrHj!{{L^URS| z&{&!x&~YQ>@;LpRv;vf5KvZZXeBC5~54amDD(<|N|4;0C3OB9Mc_G07Z5Qdw?|@X{ zw`K<7yqj*f(_en^0WZdkjEuF{U~YW*x;0q$L}sXiL&P$HPQSbkmR z%qOUP z`J4QX{$^o}LV;Ld4?wC07A$w~1xMi+N)W{isO4=oZ(A5Yt~ zIImpWz6c|97$Ug=fmF`dn2oVBI8qqE|g>z>KrPLKOlzz%BmJ zch)MHIU9Jeo%*dm_h3NU!Q(rX3?*#fuX91Lb-#p7enW?gO^r1+1v@-^nH3Si+-odE zxpcnIwlCrm;H^)}pybn$YFrgwl*wMKx&OHF667#s`SGH9_2+@(`k5H91!kX)sny;+ zY@o#3x?u8Rz*5AQMxHFYF3I9mbDwrtd7TU=ApyU!!PICUpe{T#q++z-?4h4&?TS45 z4nQC-LZO9Has@Lc_)K$dsSO=%sVaW|3bm4i6RZwQyXzc`4yzoni@m6uD5M^Xn2Wuj z9BJfaxE@5;;9|>fY>zlS_52e9BgJfVB^)-Jd8DY@(J=v0T&MU~-x%z`mweNAPVckQ zKDm3TlsEo)BUE@!dTae_TREYr3ZIJw{TPWj)Wj2yP7#RnB-c|yj=rJR~9=u@^U6~nk}J~%!S zt@LE+`wO+WJw6{Ud44B(pYi-WTXHnB9cKv#KpSEvd`x&ISigIpHGtt zX`i+Xp0;R4pIM|3LCRNE#esHm9ZO>tr`3dl@OEhBW9X{hWUc#QSQ_9?dIG(a0e~#a ziT!TY_E+EINU7mSc@ngr)YvcazX(#3Sqw&i>IVI$3YcCdDD#JNj0z@jjPM4}%zWU= z{+dhwHMiCNeA^W(Vkz*zoOSrG@0z;Yv{h?AfD;7=! zd^&e8B6RqH`DrWXG{KshB1a(5*e_uQ{pxmv^xc)uCX71tuo@$>k#v8_v*ITqA#~p9 zDpZOc{-Dqo);)c)u)rlP%_&bqG*l`xYZo$BTrNb)px~h&=;VnP-lI!Ms0_!69Lij% zGP|6dKtv=^SbZ!OPD@TY@gZ9rPSd*=<=c!QTh2^Am6fTN_OoPzMRi3h2`Y*~R2uF2Bn?4$wnxB)#YbLQe~)e@EA zr=~yWp@K1X%l&sUWE4mD-wJzctu*-V|7d78ex}eUQU)2E@aO(KH>x;Nw*pSUZ@Sw3 zM1MV;5SrnvU~?`M1u*A?hG* zr8X{ysnDg}ZUPcnRUhe4NfBu)yMp+aj&vPSAe082R27Vf-l@PJ;9P=x)qxWs^>i90 z@*fuu*fl1%x3|Oi9p=j=Xg9ksSY&$A(tZCN)Lf|#PQ6+pk0K|b`MM-%Y1vJLdQI>l z(TQe09kLj*j6b4fO|jNK3lydjzH`m&b%cEWZluc-Y{q4{z(kEzhX|GQRaCxzr}Nx! zl(c_`WN?d8y;)X=^xo<7k{Yo^tdr;H9OH#xn)&Lz88MwWhKGkfDFvr^&hILMUHEnb z%B+u!}!uTvuJ9JZbl2`vU^Za5VZ`bm3brxl#tMB^R&~yXbn9X3PnW@ zIgCdCx^m&If22MgU#tp?H6cjQWDG65d-(|~$@hz|L%(PTeJRPYfu2Q|O`-PX%bLlD zf=XO`r2-HBvVfD{#V^-FSicZ;shSWJhiPdefsU@#!IDBi!r=704NY|SHeUgY0Cp@IDkn=-aH$KvqNzzwLNEu%kDs2)h zBXF?*$@zDR_Z+(_h0%eBy87AMM)qvh8_p#0WL3@_WkLtGH`yJL;yD2&d-w9W&*een zfY}5vn|@RFshKHNpv$Yui|`Q+J0Y@NPBUB#X|k+F*;}xsr`;30r7rxFF?5KnvUq}= zS7}tax(jFOtmF4olXdoRiukF;t2mu2;q2q(e&X}t^1!ff+n?`T=_V|?zbCrUEw=xp z0)7(k$(&aH01ogw_Z4UKjLS=xDAWy4(mblX+PVfukX&`%pGCSh4jgXyoB?YY*t#K# z{Q@eo$BwozsYff@vk5KudXJ!Y>QO#h?+n)TfW$gSRTk}vh&)b}h4RhIyQ`+p%F6l+ zgc=S339#pCAVRU`TZD^7kpBmg0d>HE-O2Q32K*^&*8e`vXZd&GV6M90uB|W>_)}~m zuCU}-8ReH5;8o4=lc!DX&5|LO}TW?)kkNlzhU;mE6E5sa%f|!#O zwn)TgW=wGjM3O!N@~jobszwuA=mP3=y|4{b%y32g^fzQ(oCzV_U~WfN;y8N*F5V(} zc|S0_h|?YIF<>Ky^;g0-P)!#2fMIyO9j*8`Voz#DUBppglyn{~?;k~zP-3b~YoxGF zwzS@8g{i~`!}?IL5KIJUUH6bw4jA>4{skw0GRF%?!5i$r5)?+g)uDjERv8IJI$LC2 zq}#7OXTiQggJu}3L)JRZI*hqeRI2op4fa2ddHO=DyMu`)Q8#^!DWWpf(1!wam?-#( z82Q!VODdILasGC3i*81JeLLEiUCT3*|9~%aXRpiGM=q!LGD>2hGZLYAV`JdFF$y67)rq z980WcW2%R-%qXmlAjVWXZyj#)EfxdG)5Wj??^T`%wf@hyqHRf_&VJ?l zHDUFveBm3L9bruQM=3^JI@}0g#XJZM9UIRI1?Ut1DIVe*J++22wyb8|cB1hQz1ld;n&7`!5J|Sb{ zm-I=4uae}+78;8Bw~TMvV|L!0wsy@u)>iFQBY|~0iyFNx6*!T+ix3R>0(Cqw@_<*P zL+XrfCOT5K-iz9M9z+zVqU+68@&%*;Rc3^%FivGrxpGyFFq36sU-r3e7qun$NsK$8 zJ1_R8bixCy@t%_tGeBnv?n4u;E$rHBj%a>ATY zE?da+QL&@}Jl4x)eaqivdM3UtYagX9W6OTXWLl7ic1k(hNA+@ta|k#8D(%Z2H0ED*yZ7zod(T^WF_()!te z_4wYbQ2B7DIPbN|OqtH6ljpx%Vi1W|0H|o>i2Cf3*FITi8+4~TeVJ6HDaE!czYmv% zt<~l7H`aNh|E7ZT@RJe|8hVA!9{;sZ z{3y%k$c^@d6oBE;<(T`;94#9YRyb*p6da+c8PdM~{yf;gh80F9rJDY&Oc-dN4pH94 zz{J-rZqu>Dzb!4tc281xm80d&Fh+;sMjgNvU{5V#jl_wQ{R%Eo+Hkr6a79JwU4L!c z0@wYe%5kHj;ZnF`UBkd^q)WrY{IXkfP-^kgzp&9;C@mnDD7Ka>z8+GdWsqfm=w7K5 z)!8cJJ4J5Gf3YLzW+4b0i+qsZMVLn;2dXdY33db5#{_sTql{RJ(gc$z>r>)-C3UfY zL{%r6y?ABsD7k(NMH^Ov6jspe@*glo(<|r_V6elYsb&2AqC7QmYRYvu%TR5#uNcY2RwM{)#yJk=34o%4<&MX^eXJ$p+g~KPA^QqhYo-s+8$`wbZt}bH2w#}u{1x8a(0zN% zL9<6@*vb7(y9#p(Rn}<2=#E^`+S+=I*=!eRiC=@}ps&IW8~Eh|ashys0qwEkV7D1?AHNlbS7@oU?!zERc_KWr zaiYf8)g2PQB$=^}Uu!qqIRb2P&m}D!n>JpNh5 zQyB4u5&XAK#c5n>XsSu)zi!nXXXP45Hn@gTSaxPRp18o8TWEE*L59qi6HoUu6zH-^ zfrs1w^$MOt1?p_=PnXU&n{@sX+@Gj%tVvPEzyt)Zgn|uwtc^%o$dBC?d0@^KNiVK# z@;tiA3j=7yW(A0$>iE(jPJG##gq`RAcD-O%SSH3|*8qh>yh&GVFyQkXWy-s=eyRho z;ufj&bbgJY`L@l(cc#XKW)=I!FH_zuK(#nr+m=81y^8;{o~%wG;bKdpeX^=0vDj*Y z^3P6J4%oo3#MkX7u>;yB9DlqSa2sHRFE3FrDZifVj9;?4x<*A3S&S{91P8m~AOm`0 zwiWl%QoPfAZ~bt?kzZDaCEGb36TIOhhsv1)8E<&(>t=YQPgF)WmTB2kW@G7>9<41Q zbe-I#1uHW0!gXubje;NJH3j9GH}h;*3zn%dXHu6f$K%JUTt55AIZ{WI*jPd{>QR}> zuGdRDcY$6Z;Rkr^@NY-4!bf<{L%9-D7G{nIcoxhXX6KHDoHO zEYqG}mR4P#i65Sf*lDr?TSq6o-`eiFTPhGz+ku%Y64!UoJ^&TkS_uZt@+*PMi~^`F zeRxhb^+@KvSz=}RF`N*xRGQ5^>riWLg zPEl`z*O@8gbG09HnzeFIYVgqDzmce+JdgLPLrovCiKGuug+coblv3s(g?JFu8THLVt4-j5jdf)zBTC=kNENcMDz zh)JXVPv?h!F9)@3b&^Ak@bAT)DPY0I7H~7HZEULSh!*Ot?ClGino>Okm6epxE-x%p*ROX?Fr4 zBa~1@eSLCo1YV8Hp8AOJy>0wJKB3}&{rhXaJ~ELo?_+||@`k54*Mnw6=nN;m;Y=YR zQ}!V7oHq;heXNuo`f=(d=}w;LnOfvH)`ai6D~xn55pzryj9v@;G5uUg$gMS$cdb@} zy2=~ub7(U8McOWRyrZ@}yqA*kQ~fs-7D1q-h$%$M^lwi$8+uAo+#cO@8qGa$q>MxA z+2HunYi_86w(IpxbKg>0`a`bOvi3JXIC%}hET}k^oY<>_4OHO#*i~H}06E#A$En9g z=2F*i<`lz-ggat}#EH&wsWZsZ61-cp&$A*_-$y(fdAla$d!FU;?gBDGdycwR!o{7rJ*%?V2LG?RSHiXlq{I9~&8BBGO^}zLB6mCtL#FS*I**XbJ z_Bvn+k{eqgmOl1Rn$WDsLG%wTpC&V&bg?6(UjKUybp8iQe>G^wW2Fb; zz~oA$CyA{}#Py9Hrde7Lx^!z#LoK3mtHxxb?KJbpwA=<$F7$=g=cBsWYT!7;{BWeA zgDVgp?nPp@rU8PGOd;^p>P0bIxRYgZguM{gu4ES+ zz2iAGJ*)8+H||sYXCK}!@0}5o;EUU_f)uA=;15bCe1@cWerZs?$@}`naXi%`)9Ctm z>4h&2Ou=6Sd%)cZur`4IdXDNG&%%S@i(jXfz9$Vft)k)6gH}7T#c&#z&qW>?P5LnD z*wy37sh_E72*`eE-!}=xkjzs9B4dD-TwS>l5)pxfSi^~YxfgG_9!#0B`T1L(BN!>Q zWset!yqkd-{~opGRiToP%HOz?RC)j07xbL@R=4-%c~3@S|2$FI;V$ax8X4iS^9FY1 zAk7sxsJHEz@L5ezoB#QCR`}Se`L@?{Cu4}I;URKlWB{lmTt(mg*VWa>D;G6^0EniS z*#dACLG?p;Xg+8?AK3u1Nz?IMDTf=l^Z)K4J%WUDZ)67L6AkIpgIiPEz8;j0N1=qE?{${#1B*ZdYro+6GC30;x zoA)uU{*G@V2rlew^x21P<>t5EjbFH>3wza^CS_bWzBDw$yTqYK*uXv%jv0*-Rx~uG z$Vkc0OPrZ0MS!<0Eu+OD_#mUm0f#8aB620jfE;=xT37zFFm=}}(ROC7{a)OZ-Ki|a z`;vQv)3gApfjV#kvzDiM3UnCZj@gwNf5T!clmpAS$P96rVaIe$ca(I2M0I4!PA1@ z9KxBE>bYpDJ1jd%{m3xC~U*2`|LG7zxcGz9N<^MG2b z!H3L@oxr~1@k$GA%paV85>=0<2IL?^10=72ox=U zw-_Pjiv8cuQXx`Q+C^Zid>;y@8!1qC)NX%p^znZSQL`(cH*=kFFPI2B zh+g;PtDfh*Uc&2j^dY7T-YLKo?{?+Tb?lA%X+cRN zuQM1hdr%faa*)I!**phTbQ?zLL7)U|*eGJhB0ASjZ(`{6!e)VliHiaAHqNIru-m_OiTs!LWVPGnK_sC2QzMwEH?Ej{+-Jf1vn zCaD?=kR?1*itWUBQGLCQJn)rf&&*tDn|2UFlmbh%EUJkpunU#C`%O>H2q~Zs?+8Kf zUY2S9G3#Sk#nwFgZY;z5`?iSsZcUFTTy?0sA3&z~veE#si0{fYi^ELVKQQLL#2T)H zXPho&_}~4?V|2eZ*|{zEP^069EN%K}D|A9pqoj!%JpBD!jW-WA3LNgJFtNt-5OZe0 zZ^7=(1A}`)g=EIH%I??RN(blQ`#6tF;gNj4ZR8o+9!@v76b@5gSp(+OAW2#P*g7yA zH*UO+7P`{Dj3}fJd!;mab5SHRyb&WZ(s8uEouE-T@dcvt3&fAtEw%8$+`9^0FZpG5 zM+-#j)R?!?I0#4ct|J;(&51qhy!hMz29d+S6NgeTAWB4}+c&4uC?u;I7!{=Ys2 zG-HddvwDmM?ceWDI-cKuN@+6$IH&ICPB>kcaVf7Vx!pQhTaQSoG#`d1^)w|q zn03g>$$@C7WJvpW0O`Fazd*Vt(y@Wz|8oJZTP)PHv@+WKb}}x3{i8g1SS&!uB1yXe z=}?>?D%J0YTf2vKJOi0oS8j*nb%B*z8g!xBWMfBxiga4yW6{~}Mtg|IB5jfvkN5R< z<&j!6pLwT%{fe7nT2PMI)C2=>JOHMn*fP>8AqNr_lqC@#EV8s(12SvFSYV=U8~9p# zbA`;}k!|{4Nh=7aR;!flV%51amQcXREyvA43|06IYpIc-i*KL+xGfQOR!7T(6uccG zrm;w!_+=e;@CM6ES}z|JQIKqW7U3WZekiEf%hX@wHn&@J#KNnmZ=nji+tF|k=Wtw& z@^*<@e7gOZJ-|mQ{)ennDrMFEanUyx4((F{0~2yZ>@p0+%*gpE#f_8W0vpp1Tb=kT zMt;!*$=TUa1{tPR-W<%D>yw4{=7y9uB?ZedTe7LA~P*b+k@ zbzS;Z-`%r5&Ayv#WxT-MTw#*-A8ZI3ke|1nTXWMg{^bDwNp{>g{q0qeB5$TUTcG_m zZght}MgFGUf2_U^sN)ovn?k@Gnh17;mkQuG2LNMB`?kvuBm4)9!uN+>BT7@T13U9^ zBTmhktCtUNw0{UJs`WdaXmtQn4u>Z)uWsOze#_vzP3$-3KT{-pX$2m&XOE$)6*U4;vz{PuI}>gDtX1#3mW@U3L#`w?v*cvSew07~MbIhB+RT8?19= z-9j}i{sZ&RyKw0utZ>Ebc0cBfjG6)S&TBnJ1;ezHR(yx$s*`nd4sqF^7}5JT6Gb*X zQd6lOeswM_2XKf`d@R|k{Z+#2@a1yB$suCw>Le+Zd+Z;}AX8}{&=zIB3j6Y*FN}Q& zgKhenzxgsyLL!8t*n+|9TEj_MC|yh&=(b-HlIiy~tqZqVMi03nzfiX`77I(x(jl17 zdHlmq%IhK#4&94+?#(gXIL-)RaWpj8iZBd}I?h6FZGf2HISI23^(H{&l=T@dcPC(Q zb8W6--1%OM`;z?0j56Q-)|@>X&i=ISFwT05=t}8%5jU@` zEx2%-)>@q*et?>ZX`{HjoF+*=PL{S(5e1OwQL%?g{hqt{-HsLq%u@8PnxQXJoc2qK z&K^(v9SpL!nwf#EH7|3f7TWZ?B;-`ZWEWZ>I6wp*A@Rx<_#`A|Ac*`p(;oR28W?HW z(n^$Q=Bm;Ye;!=}Y+=8L4YKoI7C*Hlq7R7@Jt0Wg9xt8EVfE0>4cT+QSvkpfi~Oc_-nQGlmbSPrakl5A`hnxw&@|XW3|Bs$2;Z1F{y`XpR`!B*4t_em4B4)? za|YC!DllI%H}6schR~Gg|HA9;L+8|K=2Rhp82sbA)QmqeJ3H_D%u_#k=tmnnA|y`- zm`xik*nu`wz9363Vfg_G7X*BiX`gX{8P>|}WQ5Jp7$yQ&iHg|oEI)13@5<@8-J6Sw zil%GLO}!+q@(4*W4YrpuGCD0l4g>a=z&n9r8{6%#qy8~jK4%it;?N5?9)6;|Xk&HO z1I{jDy(p)q0UHR^ht{ihM1+N}lg%g|;9(?-pO zMvsaaK-J$s8vw^%oa}yWCc4Ty)|Nn?(U~xf9>@jtaSl@dVHY30fbwt|M5!kdXMM#x z-HpaNi~XG&9v?lCAWJ|VfK*3Y6)SyRtf2BY&!+b8f*|2UG139?3~_EfTR5pKSi+8p z@nEDuN|3rxerEeVmF!cW;%Y$MQ50)4{tG6uU;StLRj=i$`fY;wLNv+LK0igy8eT*X z1aez+d(P_aR>PjK-B~n){aS_(ydg+s7{L+}7t_-d6+~aiS5ZdM)%@q);MYgta*|7a z0Y)QW2D~mkNEkNv1po65Y6Wp4*Z?kFsFbd3VnPM*H^ns0@H+@VF08-wVfSpXDNahx zqM>eFUIwEF1@wXVoCsz=vKIHt*4?Ymybql96TycJ}x%1iP z$fCdsFAg?PdyN?t1r9=05NHO%9ef@SY?;wNTl4m!8et~Cvp0n(b>WghgNyh zzx|#Amr*+#{{0Kih_gj<96I&@=xJ|&diobs=r-v6L8p{~!rT}Det%T5Y5^3M7nt4+ zBVxYC7)m`kt~#1iPRJls{f$DLIwh#8B&cG`$M+NERc3E(roFQ7nl2A{@qIFDU+e> zZp(opE~D5Vu!&3iWmgQBxDZ-;@Ax1p0*1RODVMTw=(WDA{Pmki93OEAIpVLMyp}C) z*e)mHxX7}765ydAi$%6+Y!@3x)1K5YZ(QX76cA5!ln;7er?!uJ7{%U}#r=epWD@h$ zEaEd#pHvTa`)53NN-Q?YOrM15+hz$nCGA?vJzc%0nhkv+F$Nw)g1^(<&g1-~=d`K< zwW%Q5Mlv;0U(rgVVu=# zfa{hu)L|A|r3eAspr+&Im`cA#`i@&Ak#>WKoh>A2Jf(vT5Z0R)E-exEz@6zl((;YB zDs+gYBh|^11%hd@A)P`VixaWL_-W=edb#fiyXf<{jBwk@bKr%J=R!lAn5h3q(IK29 zV^sV*xfCBSXVOem{I|Q*wrDEw{jY5EJ{AgTBwy^5noX&E!!c6NkQ(sWoY}l5em+#?zK`^XC-8XX?Z(OiNU#iebZ* zAv}j1c;OQsHf}^9P8Rx(ggeN;SKBIhsn4}0eXpT0&6Bv(C2Jt`MXWNA`8`cuyWiA> zT%3jk{B7#hRShxk1)3|djhY)Awkw=6!Qq(n7?~IR2g;o8D098F5##yikm9FYPi3S& zhFC>fbW302K2J54Q(4YI(3iRXqFFWg2?S}v4{PWhwjS*-@Tkc1gO+dRkDu*nFDdUJ zH2J7O5E0t`d5a~L*9h9+ZX)IN-vL>~Kr)LpBUzN6~Xiv7msxc(eb# zr?e%s#H_(TZjiR@67BoW6XY$Y6ctMA{mTBY(h>oZ>WinIebW{$fOf^0Q@p49=IVzT zioSQj;pzV3+xad*8K(+U@`3}Ks}K4bh+zN;?7)^2FsK1r8^DU~a|GNIusNblfFe&A zATNL=PZ??}9Hn&CTe)^uK&*1e1=)*ztf-(jDYS~0r3MBS0IJ3chaE7*Qkn!I3lu%= z{%^MG8vhNtCyb^vZ6&|QiC{v^!Hn7l%Bu?V`Dz-*Pw)|VBEu*C9f5Iis5KT1PG`Lq zz~=S5e*QO~bKzOjDAV?kfqwW2UR4=?K4Z11+&6T;)6I?_kG>b-MNXqpE4jOx-KWun zFb3id+}W$JsN247MM8=sh+yVcXbn>eq=n5y{Q}{9O@^0SGm_6_2B3utU>OETS>OVCPg{vyQn) z4(UwvN&pkOpsityO%R-nM1lBPCPMMebgU3*>4+^$6Vw|Ka%1FuO8$XLW!|I!hKvxm zL(^=F*xXNTuLdq*?G!=8hXi?SwO6a2Z~d>22ih@Ph>F#oVgrgJ^^{CRrTPp-9I zEdytn8cg!AK%e+pGWGXw3=p(lTVF@Ksq6BH~?#KD}GS>;iU8kQ}hTRYZ8Xn_R9`)p4V9ZwAZ9Oj+uedhJQgr!R*1|b~txd zdad=p$5!2EW#?tlarCzi#8=mNU)x_D&UXV<(B8?3%%oC2D}zz2HGWv7F-|RO++W%< zS(x@|v34%`;X`Rf4#g;YDgaK;idn)Ug0NEzZPD8#;n7!zvyD#$T8&Joh@u#gzQ+XF za8Pn9R0O=c)rtd5;{xoWa}37j5jPT2>@gJ-%nGpffqzt4>dUe>Hk!;{79%z`c_4fO zsJOx2AMl!l&v!;ecHgKaNocSWZ1htVwdOTc0bt8)DEhf&c@%y5(S}ivJm6aaMKIn7 zOKh!cNcLZtr73N}X><7uDaQP`a@oNO@W4*sOs1;ZU@Ayql;C`Su)>M;&iXwX*9!F0Oj)c!o@Nc7| zDkE0ZJZG=&%td1A0Ya_)@>jnJ@UV4{vHD@G-a?tvhJC0AxWLT)+aY9bMcvIWuIc^L zVo=yjYyD;{lhaZee{KupWi~LIt#Qq2Ec`7|Ms|RHlT8)`UQlUjEF%Z>&%&*Krd&H##*sZsSs5mN1|rjiBO0>vR0Z>qt3SsBG5z^$pO0r6`DVE?lCa~sPQ$)>0O981;9W1!1urU^t9+q6st~Ji(z&9&wxXa^CEX^7Nqil zg~IWH*9fp^x|}r_1vV8gT*#}IBal0gS5y=RBDu&CkK)v;t*1-zm<#~L7?R`n=8cr6 z$$b5A$Mb!M20f1c>_&tA(qKc!qg{UDcelS*y8e%sA>u5@B$xLq&zb1HyWN2IT+z6W z+og%XR@6f)UOJ@4?LOc48derK9{$qKC6&067 z|4%QT0T4!K{t$NtA2bsII@6ccK$*|O=oo9L<+-FOeW1aDoT)KYA!+bu;>k*ku53lF z;_+hmHI|SyXxZnVJIP`F-0%T0#f1tiWo72Eo$y%GJ;K77SpG;GQ5|>7w7-yjPDvyg z!Zz^cVhKz)WJRP6$mUndq*48n<|k=CgQXfPShTqsG7Jj*Av60&I0CPmzM4<3t|fMCG9wK;19X#y3jCk*UUEe_aqS;pZ+=l7=(K z4Y3=KXT@i_6R8ycLu15?Qo4b>g zAjDP_lNrnh0~xA~hZE5!zkle&xBe%;E4%iy`T8}j-4W%fv0hv=7d>~7ncEK4nOhFo zeO4@v{&F2I)ucdv!}IggI!*(V6b%#XI9XVOJ0MGpOHknt*9jY5&j}+nK1u*TbzsU0 z?EQqk6ot;!xN~&e^p3u6e7;4A7J2gUdpgfLX|R2~b4?uD3RWlNL471G*QLg_q@|_hMKm9n7|-V%y;>ylxTlaDV9;_U2TTXiRp~eRj%p`wKrpkvtR4oZ?;R&< z_bO;7RvR~>H4sAo1Ke3`K*e6LZ;5*0LeORT{Cj`G5@NX46{_oV*82j`b8?ree|^D< zfWp*lgl~t~?L+)r%JY|M%&ng+&hAqfP#EOJh%l%y>v8*`&?Oxqn}mk9Z`_`4xxv`S z`QfL&lAc}$Aur$~-A?Lt{F-`JC-G?9&9i|vfCmf|!4AUWqAq?rhG0hkayNpYD%`zW zM7FNuS`-tpmIFC)35hR#WWi3Uxm0oxS8EGph$dQ@=T}H>zOeNe&Llw!XDrqOdG@NT zygi%>JgA4}2bP6UXqS>l7{jP>KV-QD8^WaQqF5bB71O259vC?S>?B?bK;BLXpEF9^ zp(Vu+$*QTJQA=qV6OpE2?DFT^!f0UMWUBO@fvT@KK!-?fc2L`c_Aws5q!BIc7vW#I zm4xg6q3J85s=&UtRT}B;?(UNAZjg}fmPT4Y=?+Or0qO3L?iTP$i*%x z`7l?BbIy(@_MUD!_4k}6u`J6Nrj$qQ5qq2y1CVsfbJu;OOksB5-QGJd$QE>-wzUV( zL=vsiuC0q)1P~}V@<};4v2MtR&TGnAKE35-g zL&-~DYNU8$fNy%~N;r*D{D)}|y;d3yiGtxQ4Q^GMOSR9u_!~!CaEv%y7_Z}G0b*;} zPhocurV?923*Zw;5DHPHguAN6W!D7~rm%;>`n#r-o@`f2A$zI$JfVt0hmcXd?h9r8 zB=&plIyi>Zymyr5cFGlvhz?02g}61;HK(vK-no)0HVDZFtXx(KYEvAcSzgm$Ja-8_ z_lVAR$z1oQZd2YVP!Uma`N7L-!E~{Yyh#G=$@k&?rpypqc?{IOba!jBt^-(mY`lTv zlAjU)P~o0N*8svGfTYFxgP-#6SHHk;vvk`wXifuKR^g|cO%{U|M8rYGE#&=!gIbno zC>959K?ubUPop-k!#urlz>lo$EW1wy7||{QGp?PJlhtCC(S4d#Jt3dVs}PgpLA+@G!vk&A&B)ZsULs zSYF6|evrW@ehD3Jal7@U-gOhcSS@#Qf`3g}OKXm@RYfT+yBCR`!lp?b!D-OrEXS^R3Kc_4_m{W$LYXG|rREg`XM&$0Rf zs|HOh6!1ZzLAPImG++uCPB7Z4=6-U1>J%}8wFsDUlA6|c(IB6XG$5)%Nq7k=Z7cR4 zi7&q%^nBjQt4(}QBVDm>WAtORLiz)hvM%=L6q{HzTik$(bCZMz`?kt z_(xpj{aYV~>r!nWUjO{e z&3T?_Py45M>Q{v$5fW+rGVWLrB_ky@APm%*_PjzP8;91c)=LYO46@Xfb91gTvd|&f zntFP}T>e0G&I6l=R9)`4-W@hA+tPD(a{d9)eeDcgFva&WH6?wr4`?r-9>>YsRi~# zLcwLQBgdRCE8}T9D|@N@ZKYR_DIiWdqUXyOF>rAQfSk>4v1*0U?_E@ZX>+v36Ry;ZOf{Udh>6IB! z%v9vqnc%}=zF85Wxlj1-_SB#Svq;Ez1}Al3NtUSwrjG7Ak`trd+zN{Q=&Dm!f%sJ8 zD=H=O;A(}D+L)uvVA55{W+aqp9qKyN{SlGS)(J%;O>Fb%vF0ndeZU|_$X8e4AV(cA zqo1r=N8JzOt;wR%G?FzKB2aK=q#4w69gw5+>)egT$2NE(J+>$RSfiS1QaD?!d5E@& zWP8&m^fBSHu`XI-qP#Ws4f6mTIA4@Yt#@GaGSqGZ>ir!sm6VD^cf>JEp}ol|(JI65 zq!V8uZALp*MeKQeDvQ6~`N%*~N$GaXWHajF*kCe%G-ie_bt8hy#1c_?+%cD!0IJ)P7r@ zsMkgqVPdIO2g*4@sb5S231u|W&u5iT+An7fj(W{f<>*u`kCz40C#*r{k?0P5ltw`Q z?|2oNn3*?2(M8u+yw@tP44c@z+H*7tWjVbL_2AJ+ZX6ofX>h&g`~ z6T7a=VA`Q1kpRa10&BnXuNeL!jg8lsEYaBirv=d3*Qh0=tuPk5MkN-XJB8~_@3g9M zWQ2XiOS}4VgaX?xHL_utMw%ePlR?kXx=0-{l*PJ?Vc`9%d#Bo{-)&Qp~)I$K690-^v z;oMBDqZ1hsk=IfhQBlDH-MqmD7-iYq@X9LU6G!%1L-$wFmDXCvq*;`}rC zu`&}&qaUOuu}LWrCx-9HyR23g$vN|4V^t%q!HapPn-QvGHrin@5ztj^kwEK6hoqmx z!HA_ff&SuB#7{#fwx-N1A%DD5lTqTeoC>1$qQsnM84QtEva)1Y$O_9Qy4@iIvgWZ) zWG%6LoVNUz=-QK2IHSp)E*o-H6F9!Yus5Yze`eJGay&gEXn6iIB%&Glo`;V^MN1p9 zf>vojsb4AJ7G0AiC7o_nu=Gu8hvnw@jU=v)E!-!0hlTa3OU-?q$R;9nOC*IPb<0TP zTv;9Q!qI9CQgx(qc#me{5u;c~&ce64c?U#EG*L19w3y;zu>`TQcb9uoxuOBnJhATu zV#>;PeJ6x>qY5a-+>+re-+1n8J3v67E-fpg;^S+YY36t9M>O`|fEyhfLpKBjTC+v1 z9s#F$Kc~&YTW#%AkYjVIyY9*s975rZ-q~c_4XSGzCN;0BoloX1mvzH z{s5h$f`yGujIs^@2LK$rp;OHs21d4N&&Qg@BQyk{AMB)m zxBny$qyaKAG6QB~*{by4zkmN@jt9G;rlqex0)$?rRaM)wO6*(nZ%aUqb!aqfJ@MwJg}u6Aj1u1 z(Ks&8;O`u*28fwrr$aC-0V9e-&%N7~Rzh(7ZS-V;qX ze1r`h(<*i5Wqo_PdAH=j%;o^JsG=Y4)rgLa%(og#11oL+d84y*9In=9Ra8vIc8P@c z{IG}@87y4;=>R?&jv^5pi*N_-WwPW{OjYySj4fmdEbo z29bRk)3Is4yz~&gS%+zITp4X^Jh%aVG)4viU`6j53nvd8P6hfaFayg~5gj=y$_=>L zbQKj9!Q43vdK2)HF;p#}UmgS>5Ty~CmyBEt>mlQL5}^eA&Lq^bF&Oi<;6q`_qvo~K z-?iwy{yx8|99XZ!)~$2#Xv(WYLC_Gqbws09s6q!O9pe(FRFvpm13+ePsp6^vElpOC+2 zn`iK~f4B0#q-q$bs~TISBX=vNG+K9g6-rPIvSC}LBH9V*7Aj{;^<;dNY{|n2IMAix zjaezcsFqs%n<+T6m@1PLN*W{q7dfAhFcUdxK}NUD!Wpq^iSg27qg20A_s`}g`s=)d zw#j3o_AJLNJ3G6Mvq9n*GLg)rq$Gptot>Qv@Bq)izh;dF3MwiC*7f-ZLbSBBf48=H zTVgS(WlsSJ!>4~ODDFi{3kznu*Df9X>BRzX*hU@YDv%6}9!SW{?3KYcg8ivYuHR^n z%ievCyvCy63lK^uO$`{D4InvxLp#$hYug1zL^Ye8-T-C z!7t^4&#B`kkn`oJkfEeZpItNU0LmdsTFrdFvQPa4%nKL3y^teH5?Qxaj<-5yY)rjg6wizQ zKGhOgz4M~p`iempDm|tBdgeOwyFi63Vb)5>40*qO5~Fwc`@?0aM*e=YvfcZ_1^MG=jKqB2cWNA{1ncX#hDIQY?8Q3q^k z)-N#85Nh90In17YN|yAWLzD}uH|Lmcaxw(HPQb5oFhY`d&+Go5SnlnG*k34Tw%+qV z-E?v5f4JOwk?w3--L}tU9Q5ev$Y+>LCS`O#UuUHR>Z*TiOtt$zf+ELj#Et5XIulYcci5rbakjnlR>KJ-O#>vIr5jRPHkkMMuI zS`1gA*Zp#H<1-jXI)=)>EPj7|B=cX9ToP7g)PBDDWlma-1Yz#ul?R*2$cN6h#0*HH zKKJ5Wh z!v|9b8^xlrs~g!!3=T1YARoglamHgff>(2Y2DFntAw-lqL#BKmA+Oe|!$z6pBf`CG z`XEP~f%UL*t>}dkl8Lk)opizER>=yHd}e%vXSX2)C|uG4HU0W_MxD7Tw=X4`97PEz zx|vXZrevzQF=gXA(2QD(&wKQi#j%&>A7J&=DJl~Og|Hd*SeGO1G9&-SH(76_nGO7v zBk!j2Fznc9Hb}>olB^6n{i%>nK{IFT!^Oo#mQOo}=?^%6u&Qd=^PiDFC^=Clofa`{ z!jk34{Zc?9SwDFjNUSA5vMoOO(O`_5i%a^297fpOJ)NWm0hbSlQC-{nd7ZcCkN?)V zotFjDSo9^qv8c8_0$)usy4XX4DaWtBxsTAcgo30SI46Oc5(Si{q)|~(`%VrV1OyzW zFTl85eA?g8l2uC+NSV&?PlgJ@kre;9KFnxFdC$CQ`B?5kpyVHo2X$_C@K_-OCktK< zHRx5~zQj-oR`QwzaO8Nd`78fAkzMS;pN(iD=D4GseJ5*v1fPvZ7+qV;(oPjR!C=NU z+%Lxf{*jh8kVuQXx>1PIK7;3tD$`NyWZL>RFYqNGdWu{Uo&_PA<76%VuUmdv+9uL| zX=WUMDdvL510`v_gk+l4Ut9dND5eHeM1#hVhBRqXmR@~4bBnLJwplM};O?v4vxk18 zO6#MhkJC+S`{!eH<*BOA*JkltF2l$ZW?&%q++D3-{9$F0Q6lqa@L_w1T$3tz9R|$0 zSfC$kOambg6A_*>OIfAukd2XvsM_ ztgm)Mremx;b|nWlt82a1IgHz%6(1;3!}W{%D`%P7=zNYj#`I#juy`*D%ZUh3v1CI* ziDTAC#OZMYe}+WB_Z%~@*|T?M&Rmw)dtzauff4&cR=?Lesg}4;+BYQq^=K)Y?cbE} z_xh-|;;m`}__K-MG6m-+NQF#KZ#f=12+z+=PmIU8Ec-JN9fUy7;v17F&>lkbae%=h zHZJT2Pu=+AUq*_&eOt3qK0CdOXpW$3Lds@@Trp*iip00yl6)bJf6N8oB3}4%UoG{0 z9z?^)^<2=GPxAQH7n3xrSyo=gIW)*~>zXlP4PAmN8%NNiM$CWS(}AwnxK@<) zN(C%VPEH`|nr(J5fk!7)*4>$uLlGSs7(5>&o+IE`f7SJHt^`&h41B^j_E99Yv9zSY zH}c3A*nmE{_sD{2j_xIMBVcJPAt*h-NAgQ|X~6+!<5lP~v(C+yp5tI)yu74N>I+PH zV3kh6#aix4pQL6RbZ$<@AdiPQTA!>2*k@G2DL zJKHCMcI6_OL1*6l!c8=I`&Y9Q_-vY>ZiQ>6LtnJ74cA~2dM=Strpe?_^vyUn zK_qc}20LJl3Mr0%FdOhuCC&t0%G1X_?hRb zT}X%z`y{>@Wduqa2yVwCoL@vCZUSExnY4*FZx!DMM(Hz)avN&F%U$* zk;zpx4GqrL)>a%m+jcP~1EEgPjuKcx8ImxWAXing!6r9G@m?M4O07k-OPeIg?dC3*?Iu(a#e!n;av0u~_i! za3i+;hs-jIy#AD^Ixy`DefB8%PPcHIaVx{{gdZ;OXhL6h^NW8{8!#)&SX-tDMX_x& zPBwB*iD)FQd2SB-RMgW| zP+<+kkzq9VnX~*r2sbs=@nMht$)!h9m&HWY)fE#L7dMP39lpo99vd55Mb?_`%R4uu zFArDM4R&+eY8he%i=F_A)Nl79jm8V;ZC(qMQ&8Z<_0-N4I3&rK=e>-B3)U+R`OF8EpMZx<80n9tDX z*4WQ80YEaIz!6%a!ETJZvp}}lzC<%uwS+)LfvPz|k(1cqf2lgym_>4 zQ#hG{PZF;jGt~UY=5^tLsVuU%-EnaGeL%g)U$_37v+;S{i7LRDp`f>%-CLM6`6 z&s+aQjS&Z|sFo!6_e) z++3|5OKj8g*4CD==-yiFMSdBBw2aJ#TdVCnQw{+9XR1wtCIw5FYin!i8?i#F4*vfA z%V9BS=zlpQcevVFzR>s!qk1uP@c=qilf|$tWr#c|+ubi`Ooe}~f0|ONX6Z;JkR-FX z)@I7MSj8_iUhFA7;QpGljK`Jd)yEgNx3_J?6NXGXfJAb zsiLWgUE$=bpGG)Uk#TRg!0ZCJ6YNcankPx`KI-LyE9W+k`!@SD4@*X4clMi7rxRQ2 zUo7D2^xB@vog(#K?g3G71hj7%92;puOWu1)pT@QdYHAX)vq><;|JMh+0~IT17Pf(a zM6As5;$lh+jH(&pw*OfwW;I<5twwo10q7_Ny^D&atpLyJ;w?=&cY-BMDG^^`=zBd% zF|pkJefw)0oBFeo*u&p#srl4$k!aXq-0~mv8JW9p#IO$GuTwwCM{{ABr6GM6%B)HT zK$(L?a7P)(mN9NU6}CmPs{zVx@CwaF-GXp@Ga+qKHZm<)YOj52ng&)P9*k;v2&-r@ z9sbNtcnlu~TA|}_MT!b6ZBJ!*hKdCSxA4fsI@8DUD# zldYBQ>lZDMRy$N=v)SLCv{XV*H5T>14*$UB?ysp8yw1!mD4`3(f#H0VTirNK*BO?F^fUc(pu} z?k*sN(Lo^-CdiujU33pft)6Ih)$Ph=Yjt(?Y1@O!sxs*3_3QpR_+IS~6vm4TnmnI> zp(7?x*VgU_{Kx>HS>!%^&@Zg02j|MamOU8)_dK-X{hWh9=JTSy_30(+Y<>`LELaLf z>Uk>6%bN=K8b4{KctWAQN`(#^(BG&~=RBaeHgmjJH@34}%IbSV#&BiE(kgGxhCIQ2 zp9X(cYrkG*j_3MhO-)mi3oqJ-fgM`=s$9P*%?k#;$}_P4HZeI_%f&F!i4A&Xyg}tQ zV3Zk-M2gBe4>@7{)avt!b$GS?)8ztbLgLxILsI|s(TbA6SQ<;Z$ZML&m>859vyk_n zODh;GMyZ=;C0#AJum37YUTR)q-XjK{upT1cAQD6G@`kgr-L&z|u+RyWE0vl>0h>5?N>ZW zT!|f~p%DQi2{2IAvprWbEwr za=o1VAI|8P-NsnuNQF)6{$^RAeI-{Kd`gs0>bLr01TP*KNEX=LJ?SM|7}96v(s0Dr z1i*JN+E@rAYfKY$XeB%i%jfv(2h_W(q_hdtL1p|ttCfcQP?a0N3PCr7-Qy0$)**_@ z%Kb$MwRTV3P3Sa6QfFyqr>PdFY2*e~d&sz3A6iy$!@r8%Ji<3QFAY|$w1ZoM3V}m# zMR=7B8iGIOSYh1aAMB9g--)IFQ87uz`mVmM6InNsj*Ao|Pmi(i-oR3bHgoT*eZE{- zYDF4mgIZluswExwq_pB|VjJ4uk={g{#I)L^ugp-RsW4FvQhc-lS1nEfJ1~$}mXLuY z6n24*rOi7YB^{zg$@+U7azAKz4Xw2c+_z%e}!bVZbt}`B=UL2^}5d4^~V7lo9gT;*B-}Vp+fL1>$8c{;6YoU0osq397M7GgM$x@JBHAzHnSYW zW}uZ&)z!rVkirh2Icaf_=OGJQZk&M+K0ur?es^_1C>AKJTdw0#06qSSM%$TJ<@%I* zM!vFS-L+h~RZ6*=anCANzb6UDA&+?Yk329AtFj*7w)I074HYN|q!&G7qCRCGI)ZXh z768ss6LF4Q$tfu`Y;+O=FysEWuDzeSF?KlCImSxcR1a*i^%ZzuUL1eNYojx?CH#ir z#Er4TWpOn3+VF&|UuKDekVdkLV%45}U|zxt2VSpsY0PFx*uQhGZ?z5sq=k@u4y&&m zUsoWz-G?ud3B8Uf4zDO*@+HTJ(7s%1U5SXT!#q%*_C)+H1Q?ueCf@+{wS}r-yg@B? zNOO01F@WSqC;g(6P*F{-M5`oDrRga>J>6jJ{Nh4pXi;L(6VzY(9d^#hU{;h3(6GqO zd#!Z^_+LXxCJJ(ynV4<>vo!&F7D%i6qFwD2NbG>71WC7A`K$0&XBcd#GYE7!gRMTZd(AG3T7ZE$ocR7#sMrgIrG~p;qSSq;6Ij! zjfOx60Yh?EAAI2KwxrljBi14o)Kg7#PM)ejwD-5CxJ z4u{ik9wDzo1|fB5b7KK`KtKi6-i=PSSnwa|jarR;-5H@__NJ%j9L61JO=Me*`Uqz= zCa*q<^m+93R#C71&PmswKcm!^AKye6v3aP^oB6G#ra{PrbM-}Q189V!i|rhZE>MAT zBwS(8IjM%w%KVV4)(Zv+6aEj0Y&IXZwalP-3WuDmxEoi0KLuedY@d+TSB!h5(29w( z`a*#S{X~EbV(OatnI-7l`#-R=|A_lTF)&ZrtK+P9OM17>y4#&*)htkvkooGn9f30P zt`M=?Bg@j!R+bSN-(UEfZw$jty)VR4(<9ptKa6{o2t-bVrNbBrSc6>Om^P0~gJ;hb zQeN(0lLj_K^4&Fs^kB>tce*M|3_qx3~gwD1o=Zsr5d1`ygoziTaRY`A?dt-uBPvq{ts2=UhE zj|k}?f&gyL?mj0yeVEuq*2~!ZPb_)h%|~DbLJelF>cA?T(X&|^ z9aXIRXJY{}oU*bo?ej579OCHcWJfsOe*s^w+g0@W!5z5TaRGj1;G#nmJzC66>LB|dXJ`}x_>yiGaWxSf8P zomM5^vb+2Zj`dHD&$4ry=YCj8T~a|3mSyx-3P~wDqU7c*FDfC&aQ7oMpxM;77EfV4 zUu|S!9cPkJVJy^S;THWOcrO!LoDVbqGWIYE17c-XP{F0IfJb7DB$GBA!+n0y^J4Az z?5r=4dyz3Ht?_hu;e-W6U}bQl@a&! zS#t5#^eJ5U@p5hmNB9d3Qu~UktSmfWZu;qIe!`x3GBC2{*W?8Q54GF+kB=6kaZ^BS z1ZHVi0t8}6+YUq{@YN?T?dIYbeVloS0I5UG%^g})WJyI$4YnPJ^u9X3I0v*m@wac^ zJSPWO6|i#Z>(WIW@N(Ydc92&C%GK)dm&3?}Q;To_K)YNzulRymZ~km%rdjlaz&(Iz zXZ-^MoMye1n#~lD2OcM@IX{1DJMs}n6_5zg2X^O@zVYG+ zdh)lP%vMlPKoar2wCrWYj%%67<##FWD9A4Amj*4B+DNxxJw(~lv+*Vg3&fx>3w1ye z1AZ@q%Stg+%cs$9?lZ7aWPpG5Eu)}!tG9Y~c9!EwTYeWsKv&^)D2>@tV@Q2pAPFC_ z98uSE^QDKb4neJrk&4w7yzga9FAlQC=?E3_>({kmlDiuic0sq%EfJu_HC4x%JYLOx zWEKMmC4ps57~-eg^9Rs)))3M9Q+5`2v?)lY1s721)uL#pCJf2d$_i!&o~!FF2TH!~`0F3RMKntopo$6mbngt78hmdH74V zMGSI6rE=8(`GcSLi#v^>{R$4n(l0=80SyHZ7wXkiwf$D1z`$@{e3W3oDdU#cTBHcW z=Jh@%@fTg=>>N6{;&S>;3|Q@*BGkYHn#l5MGO2gbEe6$gWwLhqgm4HKBNJm5&s_mw zlKB>29Rz_e&Y_C1FAA5LsPbK)n;SBC_}l0(R*5f~m!v>@0SAWwY4qdA-P-bmcO>TW z+-GhWvF*$8UUvQ2GYefLJspZpa@G2UCK8ag&_0n3pkdJ8ebz+d@4YrvkiN6{oXoEe zy))jpu#q+2mp0V`e&V>hn=bi5UVk*G!FdI`MvPj{NJ1jb>N6_wB-mOcTWu@?bU>x^ zHf3d+>UzU}rbI2y|1tssYqKVhK-3==1k@QzEvBDVL0)`|fM5d3k6Ba0WXL#ZUZxT# zL*to!j?aA3fzY?C%x!{q@%&~pIh|tzZ#D4V30l24JG1?NdzgHZw6Zb^t3iVR&kuSW zWY^Pm36Q#HJV_Ojb{DI~>TRY5_hJP8cqc$+ij#RER^EyJ%|y-XNLbUR2|rp(H84F-(6K8a04bR96(XyT#m6 z;ptF-g$?ni_#%i)TU1;e6)lf3iGgq8%B>c}`-LIvBU9tHU^{!!g^~th$w2T3g&Fq< zL!C571twd$By+jsd|p2(5Q%}(mvYqlhb^C^p2(&DoMQ?HGgcIel`*c)oS-_Uxt~S? zLHkGf=$N^kp_DASyq1)X^A~=7t__42u$^rtEUJ@)(!wIn)=W%HwR+=n*;!4T;MX#b z+ytsxkdtIyJfc4Y233YD!-wY2)N>#sBm10m{);>41h5q?=r_IrmXiKJH`DL=481L9 zu5nct9JH}<&-R4a#qCb+1&A9O>gw-*8iHW-Ca8PI*m^1x!tk-Ke$sv-g)#Yn)Hd%x z=%aXWHVnee@zTl7X(77)-30$oipC?jkh7hJ-ji>ty+fUJbhdzcfS#ZKU+Kb;TdU7D z#HQ7Gxdr}NmsX*7&ttaQL=2RxL;aEQr@MvmoZiRTg+gD!lqgQiVGQ6oirn_d95`dRO5c2gcE;fG;r;mh?< zl{@`gIUsOBAs5Zg<#)2LsqDk-0V99BC9Spq*ER+O;~;%P$L+#UFfvAh(TllYuEq2E z(AB~1c{Dq;MF&W^BnXT-7a>^_)^}H8x!o)N+3=YaMAYK946;O1XfpVkX=j@L!LPL}7ObD@a%SR+^y6G|<=9v%RQz7qRf$qj9 z8g2Srcse1|MdafLT0++x*CN_r7D|{w0x_H1wXDm9%8iE$jXpCz7Cl6zw1mAgO=Tr6jvX^ZMVmgt!ygp5@?s#>7vg$fo34@|KO0rzlFp(Djte zRDB)(u`F0I)r7W`=|+kOi&x@(kRCn3!dbYd8?&T`GS6JE)!@%ITxsbas{uZWOzOO- zsEDOPg1BbBD4lT^;qOM&)`BLQpZP-%&oMM~3H7fnTz9m9`l69oWsR9^fNGmhY!k{9 zT|gNcK{o+VsyfvfW_Mp+danh<|M~N0)7M2` zpU|cIkq>m)m)||-oH#IuiTgm)1s!Q~1H|7W;N+& zS+f%;G@-670+7==RU~Mjm(r#zEDW|{!~S97eAgpJEKv47Eok7-LtRUYaQPUSiex5S z<;+?g$Jf|ZaKAKByXxU9DSO9@5rr6%)j0m=_N+KF+yTd)hb46wBO60~!bKXo|3yF9 z=UWA5Od7_!8$9zwN11zKYMiV|;TX24_> z>)O5FkWn{y_2EMpZ;ocXqNn(#sZRR1agbSm|CdC|jEb)TgzxtVw$-}6Gzt>SyMIr2 z^uoGZ5pOQ1kHU8QjP>%;ng#_J z{{dapwnn+F*iJd~(&g^o$)YJon}Vn*?kAv(UCrbS&6f&yTN8Wg`3QqL<=5$TWUxJ% zHFN{ya1l=0I$LYccZ(Vme!#%z4R+WkTwdzZdu^I)w`^W7MZTAQe^3e9%2!uSYb|H= zqIbL0U@!GHb<>$|=fl6o#kex%=Y)JI06i__V{Hy8rdc_6diLf!>{~LjSDOOST!rzY zRH%~*9k-h3Ee(L89+8eVvjyD&F@^wmbl@7xxq5P9j0zds>fLgi>3W0=Jw9Gk2R&y2 z1t&6~M7y7^*d6(@Zm^(;LfBkC(1E7&IS~P>tfZr(l8?CHl%ToF zcBa4=p=5Aq$Q>9g!8L78N=Tp(QiWcWI4RI_^aRK2iG&$)@s(R7qa6=gseK<2eqPx` zkkLT=qyproF@u>FlM@qGV+)nQlYtM~3mQ(w$dz`lnI@w*P%gvmGwSA?O!ST8ts9$n zoA@GQSp}V_sPQ{#fEDkF*a~zaph_*G2UTUQvX$#DO|JM+k03uKsD4tTJ~u^*+gigq zy@MF7_pMxW!N&w9MC{^SIdj);=@)Fm1zQWQAH{gCi=(NQ)UV#!5r@v$R&Zl%UflI7 z+=QBP=rP-}j=2?1;F2SM@&OgYffKjeUwP+_Jz2m9#Q&0=<0)3nQKWe9o3hbtPzk22 zZoUhcpO>2tyl$_LXVPl_Ze`_Z4P=#oOyv9J1#r^})z$utU3Pm1%( zq}|U=bsU)IY=OkDoxY^=uHeOPMhroT9)5w6wjR@Upe+Hf>9*nS{@Jqz^N)APJow`5>v-$_=(Bh}f0ffC`i&O9oc0BrgO-ZBaSM=&6)ZX*668nt~L$#jwbxm_r-UjVAZvIskQ-zgBmCgFPp1FTB*?T&YpQitP86ROIb&&lII zkb_W&w7Iu(`!@2d42VE}p&&phC}Sdv{}M4Q-_+nd@%9_74-VmosqOnHpxVx4-Ydll z{ezX%dUJOVF(IRBrW*ekg>mo33`shW*$YAs7*uoS@L@yjrhm0NG29ahM?*))_hG%) zmS>?Al@r0&2^TlDF-?#pPIe3y%vs~BwVv3gUTY^pf$EGK1P@q1bT&C@1O9^EB$u>o zz5oYc3gWUtw#k`4ji@>4dQ5{sa8rwXJciWMKl@+iq8h^hr_iU@VpSKs)r&)5!3^=T zZpma0A-A=1vL)Hlkr!F+rBCQZ#9JMm+P_&Y`~H;`6)~O%3w$k=5}|C{NlI*jl~31w z8yv|`B9WjVt=upaSNM}CM|Td2SU!QNn;AfVTY*~v6<31ymypw$3&@*bkU4-x8$ONY z_H$j``6gO1!mF3Skv9e;?o+`p@oW5Vxe5vjpm#F^Y%D`Ue<47qs5GY6a+;iMoG1=` zgHOuN%~^l~%vh*2)uzGXy^K07lCYHgpX3XgB5UsN>6-D7^2xa!g2`Hb@%7-)D^HRuz9unUc zt8PV4iP2bZUPCk%d@mq<7m5@o?b0M^4~f#n7>nDqfVI#zcLdnkm$Hw{Qk zKx=Zo9*XWd#=3bhLBq<<4#1rGSlz(~X_b~Oyw#wSfQ9PnZjakGPX{FU&~)YEzO)la zeHK8>d0TRT!T2al>Fc7+bYArC??&c>#p>$jm7Qp@omIc%@4TnhOV>w$#N}T$X;!s8 zA0>)anB(~xxUEm87FgSZVxy1*T?PE%uyzpX>+_%^pF5bP&E>JHz6uI6W4|Nbz}qeS z)c|k4ldd;epdt9}y(qTxUms;t;AJg~ls=eF)}~V2&zO z{108CYS3s;`@eWilrdrndaSzY4h$;IxL=c{pE#TzNv70tgY`?)bn)Wk5&XQX&F^jA z)E52w@$23|7!zzO6J_m0*e`B8{C$gkG*l%>i)Xo;mPmN>rL@b?d$Jo6-|fKs^~x~eCmfE zM>6&UbFtt%Q(X@QmTlN39eD2Y+S)jPBUR}l?ZXuHAgbqi@2;Vtug@Hehl@MUpz{hy z1%?3nAoAxRiH37y0VzDh?eYGqFd!Vw5kRukT{~dD(%+q2{^Zp8+lIYO=IV|RprrT= z5V(aU=an|k7((|e#@Z>o=ub<|-Lb?jE%~cn?cOKFfLi_e^Jib03#6{G$El^DpyhA1 zN>(H57#IJl4>eG*m-4HFc?VP4Z{IE=Z&w@DH}#w!)w;SuP3R>PSEUC+$@FT#)I!he z;|S#SOHR#a0OBCx^$Gmtx$fo)TrB5c07ER8J$t$lPG0A>r3e%vw_XFtT}HL96u`&; z6kwZlb!C13>nMEn8xtMIDY=(0P=|bkLEtj$g@s2Un6|uMvlKhz&54LWJfnp+ zmOKss*0VnUJ2Ia0rg>GO+39z~#!1lg8(@njMGKem$cA1Jp8V2MhN#9Da*7}8J}4ow z1SX~6@qP7uW(9xcd%de}pzJXYxY9B9+jM>hL$^NJf^md1tgxu;)v!>>xY|LQ+Z@$& z)TX7^5c3e~kO2l;0Py+9Y^o9{czi%fKp=9*H5fET=nyKXsd^}pc@@7u>f z05dwkO*cEP%&vnBd=P)ZgXCdfHW)+b0+xB8^9zV|vWzYJ%&9=vLDAFRIM(X5T+S*H za#PkZd^_qr(W~pa6=hzXH0U3t+IW{SO=v^g39GZ9i^{276kz8y;2v6LQSOj%`Wm zK6-XpU#0$e+%@l&IUd8^vcJps7NDK-wf?98BNTL(UJ6Ckzd2!8a2tkQ?Fi~&IG?D<#w z$u2`#^T*9KrxEA<;(v-*uksNR&@^#gGf^qN6_>`u(8j^kt|>TWQpAMAm3cXat}TuO zOY2cY-|#{~{$zv>;+Xpn9Vhm?IM%DxDM3HPdhg#W5J<*{;{a#C5;&jbPy93$U?q(TTXhfHm!KbV@yi4|{vU<$SoN2P*Mz z6csyMs3ZnwyB_!Eq!&U>kP{Ss(4?klL`QiCE8Hn^c6qwqf3_(g;8W+iDZ9L~;*ibH z!V&`=iwp{XVDqzE>=FU^3@sNImO|3-#E4nnXH?rp1J@U?!3~X7WGfTLAX1eGH2!8x zJ~=tLxZGzkmX<5%SA4f#n3F@gIT%~c(+M;H&{^8NY;QzFay$>Zy7KoSQ&ZIoT>APM z=@Z3t^%KaSvhi3Af9lC5(I6wAGb`6a906*&(DqQetr1&C9v2q}3k$oT2l8lgPO_F+ z=8P>BKYR1wttFSBhDIX)xU0{`!z~dp)&tl%5w?XYBpP4@=6LZCp^}l20g>r+SAbue z$DZ3QE-|r^w)W55&B8Tdi_iadXL5$fa~T4QpdBvpSJ0LL9TYts-RGG?xwpi^&CSg= zm%B57Z9N4H`v0om)7(oypkQNQh{uzOfT9Bv=u>06P^+q{aQ<3RN|l|~i8Xz-{_5q4 z{Pp>pR5%*TyHhk7!&QJMcQ{||dmsBfbc(!Wm`P1YPVU>EFLyxw`aH0-lm+VagxuVC z%la80+Zvl<5f%~Q%wjD-Xam<_dRH3#GOK?e`g>7H$s7umO#IJg)T&h&#! zrfVTI=ymja=DXIA;v6nA9J<&!2XIbTx{{Xb1`OVuZN7JPZKd3YtgN7Z)6}<^T1!gO zjFGiSR#;+59(i9bbpT09ih{fXif6dn+s4VA1$kC?@YjHw^>ca#7)m(^nOBE1#_7h3 zGl_YIx41e2{GHn_dcRF+OSS|8Cw{3p4HmSEXvwdl7rp(94F&MIxVXw#ceb_$!0cWq z#Q*i{*MdLL-}5uiC&`aMHw_*JkkVy=9iyM2gIvI`oZIJgUG{_Z-^0Tg;SFqU{C_&> zRm`lWXVpt(Bz*OBP`Ckb2!D5HP^UNY2dlLedSkhM5N1sb0(930lr^9&9l&KR1~oX4 z?Z*S-5(YW>bNql3utIVAUGx8Wfd{@mQ7U5I8V!hLkWN2zqqb$YzM?mHRg)Wi;gCk= zs)cBqMgyZQzX0EVbOJPC(Tt4qleq~AKPGcrp^zHCbk47(at#KY#-hoz1m_>=-+I(J zPaW$O8jBGTh^~Z9y?GOdh5YfjGEia--241>?HfTl>sW9DLK|zaLj-EJi1r(7uflcTgz-($7`kH z=lyu)D?&S>pvQvu)&G2?++ZPvQ45UKc_Xi;R?X1~rk#0?iZVjK zEjpm5Kz*X!^6QzOot+(i#a*rO#DRzCtIq?Hv5%Q`qZJF@>u7v->-8T?8cbPFc2r_w z)x9kf^LF-5O3KB*wMLhg-gcNJk6C#VExofZT6l$J%475)vqmZRQ^i66XhXZrx^iJo z2;}wc2o0N`G#wz|Ev)Zt4ZLybUNPn00^d&v#jHeA(h-jlszHc-a;Fu(46?G5fb^-FX8! zLc%@%@qb!{Gc_RV8Z^axZ>*qEVA1agyS-Seaw|oEJ~a&3VE3InA+g5)(*l6e)qkWx zW2o2RI3Bd%#}xjrT44Igi(w2DgiwFH$iHPNb#)Br#8B|-bZVGH zeyd2A>qacO1O7^;49$R&wl&Mywg@caA6LR1_?TqRt6B(3uEAJ?{q>=o7B-ja zM9{xwwM~+ozkzWlxrT1;?s1B8+G%}%fXFcu5b9WPa&}gUCBVbeSljJM%c)X!gY1DTl37ziZ&a*%|J!KK%3>4e z)zs7wiHto|THD*!fbQK2CbM#RBw$1daMJOj-ktWSJ3n2x%C9i8`Pb?akBV z-FI;hVgd8+H&%T!tYXi-E>7ylw45tE05kt{eLte!JwBc(ajUl{o?Ghu`}aYHiVXNL zwkXG`KdNJmV{-sTOa5@{RiA=-0t$;~QH4cCjZ;0f{T>`4!FdiRXxJoGGhQ7)Rp>SQ zN0ybBkEjnDu;qYP@IgN@%)WlRe(EtqZk1DHz zq9XnO-G4{~#NSdYmj6nRyQ|5+mvl-bWD&vYWGYk#0CsIdM2a;SFlY*`pi}$iP;NqP zmzMvQdF<7*sJXQz$Dx&R*hV)~vT^m{_$Bm&kXjD2k_!1@W40JN=Dc{e@s18Dw+C1z zji*@OL5ZhI!^D(O<8GBZunRX;?#J_nh8x3qY8^k-SUAR95PE!Rt9C>^Pbo)P=0_;F zNO{djI!IsSI8af4x0PGOE_`IB>7l1bxw7)`)923|%O2|!4^`H<7O=6gm4dg1^4?Xd zN0Skjh6Af4nY|uY0pgyWdNi`9HnaK>kH!#Yp5kDL6Coz8kQ<*aOend_{qtjr!s z!qzjfeZM);27TW#h^KRy=H}=B%eII4n|ClV@giy9G&(m1_26r$^Xhey3kvRf*S~Of z<_3}xgjVhC?Y%4Z(7J;Y0dV+w6OPn@6}l%+8V%Tx1#f9-S^aLHEu1!n*O3_(SUT{7 zn2&fOz*GILprBw)K^!hplXbj5jHs`(iQZL97LmSHV_kZ8c=NZ}V{B!3#4{NbHDB!_^hLchdNLqo#} z;^v${ZMA)HfdAjap0I{z`lq9V3N-1U>jvu(9W!%AS=sUKl+wjpRn=EEHakj&wieQ! zw+4XPQ-ZzR_63*f0q=W@$evro{*vj!%;6LgL2p$EB0n?IGA(Qdf8ycs_eLDfWu{-Q zRaiGm)4&CqcX)W1YJ1r{)^;aGTA89QYh*2->q8CnB-msE_L_%Kg6{p)u1yptb^hKq zWF;%hyahw?at|Ptp$#@wzrk-;h&G6qew9@+v4LWh&sMGKJ1)#i!`n=F|fCestraQ&gVJU|uCCRC(W@TX_OQYfx`k!y0B&&2(5yT74&u8fo zIAgp|D~q@C8oA|YMDj<%qoc(^^bU0`z+2kb!B+>4uqb^@OAMzg)o$Lp)mQ0gg`f^u z^>))0SQweThBL_yFHDU?hRpD_@BZHcY{1Xi)ceytDXZ9ByVjJq+iVL;Wqi#+bw&d4 zz}o&h6bhpj&?@u-gE~hxYZGYFfmotVkD7i`*PDVfySmy>{oD2GBTCi5a9l~$-v0jV zM+zLplSK7gqd#9MKtN6WjG2mp;-j44NyN%P=8)^@X;|1jV53gdt%5Z)HCLwcwIjDo zOVpubQZ~QlK0f^Je7iA(?|8bGc$-8A!E-@ag)}Q>Or9VafK^$KBj_gg;>8Cpzu}^W z21+QwU;abVDMq@W?)t`Vj1BVsoZo?^rJTS%bG*rru7@-_#aN_5pN3!sZf zNKsi?Y&a}HLjN@;Mom}!U1P+>NY;=UlDGjrYbn6_a@Jq;KCtI`L=%8j^2>&otF1`3 zFMr~djrCLGRaQ|*uks?-u%i6HtWmh?lFaMR!5_)R%c~Nr99`IYMbF9_Dig=4J#xWS z;3)_+ZrX2b<$0A0WPO&D97A3B^Jl{-bUYl;d&^gVOemq9P=@z$m%=zdIc; z0gOsK*r49a5%fPp%pzgbTCNw*ELUtX{#82U)DoKq_(1La_3K@2^D)?zlsPLhOyO$=RvbjR>;5>GC^Xb<`Cf-RI<;`WpC|3t|XFHkkV)JG93|! z9Z+&|MuTJtq)M-3WFEuv23;B(J3Ew2u;_i`$;&KeE6NTG%DyJN5{tgGt%tLHoJ@kgRp}Qv;i$4WFeWEOAh(b@UsKi z@c$5Rd8k;j-gVZa;=ke6$1oo#E7@RFq**F<6F!mG>!g?0E@+ZR){yqW{cKX*uwv=d z2xL8ATXy#LcBhAHJv}A+ zX3UIqIe`gA#!Y()SLU~Bf7l|*ZMUQ7)QmHe$OQQug2aXh46<971wR`0)w z3D9EE$?@&ngq&k@h1Q08Z#0|jpt`0K{-uHrsU}Wm76w|TKl9(uTJ@|CbAJ77Br`AX zdi^0un}dSw)`K98GV6~B47z}alx0pxSw_diWH{F%vk%?2{EcO3$J+7cDXVqx2@~GG z|AX(3{&BMQ#Nyr=4zg){7nORw>hhUcR@1GGfD^y|c5knGGYv({Q4@KRe9n zIebZFU))!}YLj@M9GsMCeGxG#(*6C{TAATXU&Sx?v-kgVto>JFhnsZn4??y{dI3enQ%5QhQi2Z9@{^bK$1`FxY zS`DfqIrC5@DCeDjf}Y_ZHiT0m?8hUt%lsouR1`SF6@ATTAUXJ1;~& z7yQN!VuZ)m@!=BX+cR^55J3UlT;;b*J$*(+xMWFnorFfe7BZP$h2_dFeJ3>PYG`ZA z9{z=dc>Er>%pZ6#gOp`JW9aY9K87m1S~lo2R9d_qXF(D`_&{lUZES2TkW4TUXbe`* z%eQ3}70=tbQ>>=mo=kf;OMlxo$;BeO2GVZ-kPsG_foHA6d5WB152bstN;b^oTQ&0q4&H?Pl?Rm)u9WK5W>|{7^>Zh#GQ ze0Dasu@O{TD+s@c)>guLJ36Q-(V9lUr2Z775n>^vLHYSs;gk8`Bbrp%4BV6(zQ! zlrdpNfLp)HQk%6WlcmADl*>6~ur*ozotkz;y{5SMlUk9M&dw|j5^yB)neT;x!OO_T zJEIoQ0aDLKSgNI9e!drLk>&b0pDC=r*jEdv%eNzN0CtEWCo>>bZ>CmlSY(%-qREvXLT>k+?_#=98g zjk+FMz|esdu{IKv1f3xXrJ7Imed80s`=(N#<<#L|$E zdzEJv|58N*tSyEgR=3Rk_}!NG)W>7VvG1qITWp%dv{9qSh2L+M5Bb+qQp9w=d~_N7 z(*1f%cUr+;ZVE%=P_FG`0v#Fk@5@~~@1b(x6rI1t zD}3O$I3TjaYxai}`{ zYu=e82oU6JFK=(_p^BM>6~8`%@8p6>@$nh}g@_9Y)#G#O0ke++LVud}CuN1ExrncG9lgt%bg^(F2 z!L791VMvK|mUHLfsf#r$_=N7=?*SK#zj_CVTaCKiNTIj{7VKZvLvc$2Xx1Q3{%HAM zB_YtL`1q8tGzQ~9Ke!0WS@74teTR6JVC@_Eks_4?C+q(JpM0sW8Y!=**Vd$7y}Et< z`gK6}?~;&c%vcEu3hofU9J+2FBP|BnMCj2NMLuJiZc{Mq?e21gr!>~sHOmq$_}0t? zaZc)hok69z3cBPS0Cwh{+Fx(UnV?bgK<|Ez;o3i7LqEWtEW%59uP59vT;8ZCOph&8 zhb_6{ZYzBW%ICUn6QxkD-^+h|r~DuRNRKUs%W0cDAexZ^SQ1}Smsjx?2*}h@X?a)4+D_xVyrQCCl{FGBNXhH; z@TB@ss@r?SN<7B|xI8+g6Q#jZ5-N7`;M>k0GG z>5FiZJpj8BjT7CYxQmRZUbpH?OFuyltI^TXoY*U9b94cF?2P9wlGP8tY6f}1rUvCw z_v7L58aU320Iexj--!J8v&|szA%ARBksqV#wrs+{lS5c)a*ddY2|mEgArm9wzfLkmE1t)} zAM|eFNZ#Y$78fC*|4eFnf#4GT6!%JA9v2SEMHm_rFW?>v)vV3xAU$BXYZ1EZW^{Py zH&9TZ>Uhk^xV~HKd9ksz#p1H4C8T-zn4J6rlEezkHdJE6CgZO)Gy)aY#3f$0q7NiY z+)%BVrHB3c3NiuKihut4#fFsc`fI#&Hdr;Q?-X>YhAd_~oAFvWtUg9d2aCVBc1x6J zp6y{Shos~?n}hU&U8r-53#|`(-jj3)2Ch#y3m5$|CC2+RA|6s;JtGW8 z7q!d-sjw!H2xHg5ITavHGq>EAR%|gA1{nfhqvOQg+^T^0ge4s$31ImR9C4dyD=)i_DejNM9qrnOG11+9L9LyZpbT~fD(5U zj+DA_D=P(ujkUE_UJQb#>nUhf-;{@J%e?@Z0^G9W4)j_Xa~ACp^r}CV7dsO*Gf5|~ zDA*YM^G9;2C@E)GJ-$Xrf|<*39-Vs&xIg@7s98AGE=P+su3P5C2e2@I!JuW!T6gl+ z5VD*B?^qyQir~!Uu{U9nEl`<;uLtGQ?AjXDf4EB-4cz>|sdoU98a;$6d46&6pT!MM zxtCP>@Q#TU)zyjM9oLXB3fe7V(#j=LKY5ZPG`zI6rA@&_N<`#xvXz{iEatlCSOmR` z0h~}sY8^-s_bNE}3e~&{OZTX9>P9_Gcj+x zh#4s@YNe1D$`a1)7=d>@qM|-QF4(JX9ZWw#XKH?lxxTUCys!|xV|}F4EoIjm9r>(X z08%vLhP2&2`ue)2k)dgORtJMnDItLH&8qcfm+^8h+UPGsjL^`~S?afF@KK=Bvjs7R ze}oS#)dr=Go*vlFlQ6ec^a18)h7Kne7buW>z%exFQeJ~V*+g34x}lYgp9afe69_!d zk8Na=1cGEUbB-Ktp`zZy#kD!XhnSv|t&DFATSoh!g4a4aYk+_j3;!SN1IrCAvj&WF z;0)1+14=rctFWE?3NBsbcI1jNeBnG2@L*wNSf^)xDwZRO4*u=0Vc{Zg<>Ue@?)|*F zog8<0&YPe0HB0N=Wqj<1yfRD`Il|&iRy-13u^NLpWmmM#qn*VST3X~dfh%0o@G}UX zT0zj$0PP)uYv0DY1Mx35QcKmV(UydP~FfKsbokLjMiP?UaFRaN~& zrlY$%Z)TAxL@7rg-=Q2~)1lu!sK^CmXMb%Z35$4mMAfoGPS6G(19*h2|E(&eyuM33 z9*W4qArtQ3)7(OsPV|u57MZ%X|LlM#-ydqfP+u~d3_~f9)^@_?Cbo}%RyJsU?ng_r z)Bc2IZc|IJ-Z)Yci5@o@$zuW_X<@$Y6Y97}xkmT&*_QE%FWK4QXxBK4TjWv;^HmMfDH2U;mB9B+xT6=N+C} z!f}BZ5zETTzDUCBHSq%R31lsi@YsI=X%fhG>!8alha;~#ueGZS;XI({{r?;apL~7q zgnP8HQ8<)YAXVjdInYC9TcgFi@YAJxFMrSZfet&)JKCqCWk{Saqm$uu^ ztr`!H&O~V}cz!2m$o3>vbyyXpafH0C)^^V8$LcnV`EZ_4=94^|m|$61a0OLOmMTF9pxcmU zF>$OPr2jfPG7_mbkReWD`T8tYR+hCJ?*TuQ1&N#0mmTUz$;TkL(gm0jIoG~^okqbR<_2vgkCj>n2y$R}hXz;l}|1N;7T$oYrCdyxm{(!Etpp|h zcCdegOb#NH;Ns>^8CV(J8Mlh>?rFsxHDz>+1^U8M3hRg|hxbQg?!0 z!6lu(vbkwFV)}OX7^GExAt6i9vVTv{)TOJ9P>@fPpW7mP5kSyaY(A0*BMhcjR>qdE zYYPfaNe%$30C!eo|I?KN7m!+Ondi?SiVHxOQO71B3IcI!1(Wit>z5-wY(#r-ce@Am z#=-cwT5jL;#zGLhNDx6!55Kia2Ts<>$%(_S1y?B)7Jhl<+}wuD-eT9vWEvWZRc%66 zR+iW!lmQSBEhQz@m)V2>4;=mT()Jl`Fj?)QO*20q-wLRd0dM;b-9E8f(!|7slfxt* z4L_?N{u7n$u8}G0T?63~{or9yRn-Te*wOEYSw9c%zFykHDmhrJZE3ukVb%ZB-MzRF zt@UGIsn}eF_8m!KcEDkt%)|&JRtrt6E(5u^zHpYQI(5hyff&v!)2JZd)Z&Em&rKP3QNq>30 zR^ds&cBB=5HR)X{D*pQ|J0^CbDu?>?ma*pZ7_YDo*mrvi#>k$HwK`=C5C&G1VwNOC zhOyn^7Ckg@>7cJUcI>UVeMilSeS)9wHU>uHMGvD#qL!AEi<8b9x>q>c;)cfJzqRD{ z{`~2{k_4!6$JUXSj|GR;^_ly#ZaR_$w-m*v$)27QSYnFeA!!q(NhG;Z{LP|tZ%d8# z10MoLPx9yyu>nH(!?N)Mp~y{m@2Zd&rr#>iKV5ADaNU!CU;ZrYipfxc;t!ebngr2; zEo7cx9!VblP$W&$`0rl=0PP`tX|26!;ztavcg=3scwEBYL1#+9Kt~57U}Q@f+k>Fa zZ##S?&7a?vnhoiEltM#8BVbW$fXp3pdiq9--{8-kfDTyGiam36p5&ue|HCqgmR>&BP&)=jc1!s0ProsHs7 z?t^qK)qB{o-Le4Y_F5jhJ(F5 z5c~@jLFJ6+rH~{IbQ1sy^NWjNiHSl&x)cyXHk!S@y}e&I(uxMF>&6WfPy^Q0*Qc}{ zoN~r>E!*?-53v8~>Z0JM0{52Q?j8n^yA7?aans4<@Q1gL_RPc15J2&E!-3;;-F3KD zkZ9;1OzbAT@ejS(gxPqeYT)gGJ$@3 zLB|?sc*pe+s5SmG;MPOQBy8rbo!mZ zhWXc5J=lg}SX=AbG0tmOWmnAn=*{V}f`%^mMOuyqcJUaG;+*x3jeUhvk|7xZ+JPc) z;Q=`f0Q>WIf4|yOChj&B#q-5|38)p!3&qV^-vIID@yQA9L)?!tVb-?x2GDE9pKS8- z{d{hK&MWKUj61vdGO1YFWwPH-*}q+4BOsTc#=3X9w}u}mm<4!4Bh_jC@Laa1C|r`K zIEZNJAV}(MHd=;oN?k`sk=-2n5%eA$&h22ud41;yy5(6#AzuvPHg>2YZcc-XQBms*X9Ul*fGe-(t zbtEGk#%zGrEcLIAO{M(`vYA8yixl+%QjOypgfzhZ0eQ$YC}T+YoW4ROs8^_(XIc)J zL-D)uD0nU!n@W?AIL$#6lx06t0m6NN%sqlugMV+m`{Z+rGQ91nI%8I;6|LEd@5@S) zm9;IA@8S1dWm^mXt=2JLZI&%1K2~6O+*TjWCr;LW{`bRdd(oSA3uTQrrMr`jQ@wjp zwMj~ggbYsSC9e)E1^j-U;8O2}cJxRcL9B355xZC#Zn}bmf*$4A+tQuaFRrnE{8)B+ ztovK-gpSG^#(IJaHXyo`lPNXL#@@C;C@n>1{P#~ghlSP=gYvLiU6zDsaEhL(BV=A9zW4Z(mSU;pr!i zSv-ef$r8X7Lr3kKg%IK?UZ8eI#+Jb>6B%dcp~f+!u!5t0w+;p83+8k9JO^|T&=1Cw zBB%|Zm~MijA2dB9#nJ$X>FMkH1qJ0k)hZ|Fcm_`fZL>vZ_5GuKX^a!LyPY$5~s24c8L-?%v5^9M&sC57qt5 zJ0*Xu2P+ib2q>upL{@#e34;JY_D6W#9(goRSuw*fD=kKo=XT8GuU4mES{^xg8ddI z&alHRsW+GviuDU87#ka~#jl~E^13d6Fc_&+^Z5u1LGfk^ z<-5;FP@<;H@z&EAX+Y$Y3+$+$$n~g9HL<(f5(=nS1pYa{p_iJJmXmS5i?d{U7%Wa6ht-!B7K}hGqyfa4dX#M~!u|krSXZoPA!4?~CIw?pKR%lIV9>AK2Ku zZ@D0=-=nl*8Ql0g9TtHMyPKS>5f*tV;iaPOiWS!-=8L@nUe1OgQEve`IW-~NTPe@0 z7L>MJwbbZ63>Ta#D#Ad^1Jw=J*PAmu7u~I`ts|-#Fl|gR!uk#F_5HXH>bZ-M==g4X z(Cc|zZu>PCP!W44L}+^~;M>|V9AQI*uHMiOC3}FyhIih#Y8okQ+VE3Lxe&EbB4t6hNK34;B22x9z zn;kxJyB|wXw_A)Hy6LsCKl_;H?VtP3(L;zN>)dZd|FC zWc`#bD9N1yGSa(JbQ|l(=I;!dnVXI_MG3XF!}|M~nWmI& z!#*2Cm}Eo^fXMOxRYt=uRU(?r&jWydWiWeSK?PnL2sTo~eB!hq%U(P7SFs5jMM)BE&={m>SOMf|qd(7_-Iil;d)5Jbw-oHn?yXWU&#_%^qM82}@g(>~7 zDbJnHyft+>&LnMqpBbUfHY@Ko9*)?`27}fGWRCP z9%0~<9$2wIKV3USy_1ZFsw~R_^&W^NB)n039bgcP!4hy=iiZBK)mm~!Mg&4aAET$_ zq~yf2Ujy21C%VSK^ki;R=;*28Za8Am9;w=Z2}#Qba9???RYzYw$?p`+9N3xh?Jy%5 z?>7pEfX?Rn`s;FXJ*X#v?d|&@I=e?g5-6Ge<7fdWI_8WF3fFy)#;FthfLec^`K!TuhQDydU_;HT;ghf2Xu}D(CnHkF7ws zpqg26g|JUwT-Jt_KK(KE=}F4|LA@r8NUk!w_4Et)#3ln7SiEzy%R@!9va+&pPjGSZ zkcYQ@y&j(ETlWGFG(9LXmGw7zE1@Mv`?fLXJm z0Lc4}0cwfa?a)T7Uo4;FzW3JzN!&MoZ=jJE_p z^S6(+accCXqum?%_f)QS$1-kCuH|Hnaw=@Z=OTR#v$R{E1&Ag+9rTInM zvv;Lw11k(1FJW*qht*`fZlf=|ZPP1~N9J-tnFA|j#=ZQA=x(p)t+gd3|FPhi1-@0) z4iCf7RM1NUHf!7W87e)A5TZb>r_amrDg(QX2K19YHPYJeV%FnHz_Bm)TIVh?=jG@; zJIBOwQzI8_(5pPed!Cu-;tzZa!xYZ#+tZ-y0o5BBej^<;IOpEYdNYu667BlUYN{py zsMwqu(k(E3KzU93{CO03##P3WweMaAAj@vY8m&&nuqW-~CL^!yC&Yh0{q=6e`xP(c z98uWQnD+RU3%nVfAiisZ^ZglLuBnj0rLyWJ(uw>ep(wCj9zLfKtN%y%j|9o!o-az>;8M^U|O&2E94s+h3pN z8-%eVqx6`V#BGD>($wV68?A(Xsh!a5aM}~rv>x@~?Z963>U{vMV^&e4?-R7>e-r^Sf(&cl6Z~&;- zy)y!fRdWHj&?{2Qsg@YVUn`J^X3kJz;H9Lbf;ywATh`%Ua0#qno9Q|aMgl|VIux=M!OoYg$UywP^n8fzV(jTcxSU{pU;R#x{y0Q( zx~i7z-J0^eLg|S11pHkjuj9~k(5#^`4wvX2rHd%S*9xO>K`Da_e1HZ|sb*_=`45z- zF;Fxv0AvGan<02r;A?1YY9i9^eV2>KsWlT0NY_QglyF&#K|U-TZMgW1w};A{b|?j| zOq!x;BSJYQ;OETuH{uOy~BRSA$V~%F{b*%~an8_RGB= zS%K-*nGpsG*L1Rq8!mK_l-D{iZndMUdAt><6FFp=&)aen1${P^6ATI{Vn4a%^Ye-o zgYam%qo>gT{c%m-1?%_|xOwiO!2l|+UK6Bw4*lj743F)pQRgx$#{Od(8s%65urGS^ zfBNym&f5JDFWXFQ=vHigWIzBr#A)H*ShmiVZvgsn%pjO5NUUpQtwxMyuHvA*aLj^H z>({sID5%q0WOeQMPn<1V0@v6`V?k$Dd%lZ-?o(A?qXLFxz2j|Ne4@_~xPQ~T{uNX# z+4)1y1HL3XZuv6>ier+sv_~dA1+E>W6#{lkH41Y}d3`3wyE!bOLg8yA=?dA)!zJcE zbKkXVJpze&gF!*LeLN=z?oc#fy@=e$p`#x=p2PWLz}7b|^B*=TFC=swJ_8%#KnFWR z{~5ZE7q|`CttRy2A-jo20+D69l^9`x z($F5qszq>bTq3Ng)!9$lIXh5GbN|mmH0e*GK=j3`l{!bm@OsXht@nw0$;NM@vpZsu zyc(Gax%=o*P;@k*Wct0FAxZcOfVSyEe+t>3t`SkOeZ}h`?Gg>jlqg4us@3uIbUc5? znqHotUr3ZYg|byAF3QXE@m$IiRM&p_{+$}6?Vz28p4e{v*yi+bLu$6%j)dFxX1Q>E zqkfCVBw9doJ6S7d%9Cd*KX@HO$eH6ODX=O3|K46WjJi8f#^USbfG5k9MfwUwN($D! zyJ2kxkaesQ3u>ZP=o|9N2{XYV2b|^Zuz_sxOt{PG)Vb=5YhZGd`T--ci2?^ds0qo3Ik_#|MSVB@Z<7aW;^fWn$_}4V@ zGi8&ES`Qx~6bd-feyZ-Ug8Wag<;vV`1&C`*R4Og4L@1-eqY{HdN;y9YeWaVW1uGl; z7_oQxG#ngwXlOE#tqy?E(i6V1vF^Qlk3=Iy=nJ(3ps9L*Edm*zz5@ORxS-*ndz}Mq zT({WTs(*O+eWRk7pX(NU6aQ?ik9qlBAl*~cNA&pg6wWY~tEtvj;_4a_O+W0kwommY z=v?a%)R2Yd&FQH6 z$jP(M6+gH+tY3jS<9jj-=Uu!9A4*FdBbPYR`d*2N(cJR!f!cF=YfELrJ5{Rs(gAi9 zi1h(Xf(Hgd;hp{cGPeo(2+4_m6R+fY$oZ*I1huuH9U9W-^BE-6Qg9 zw#Z0MzD7nywo~UX)yM>oZa7vHR+ms2H>f8;-Pr}}2Zq6B|B?oXQw<#1U`WHqr@7tW z89ZdR07oDq=7u1WLcrHM=p*x+v{yzUOF#~e4M&<@xC1sF{UP+nQQ_-0PG zB=zRrKcm%^{_Mcon)K$!l8Y>TyMm2xMx&RK&vqQtOM++1<)Zp)J+Fw0+`vN?0}>oa zXGVT1WPR&&B>pQiA6HPkZB#@{pif#ubnDFXEU25`HSDdHtd zj^KcRoQN7tn()3n_e#_;!Wc}@59D%OfJOu;AXGttUqyCMIppp${Hevmtag)Ukbsx+ z8D`G*Xy3WUNWd-?#h8vng@G&_LOU<^s}GcwJ$C6GC!EoUpSx-6YQ{W_;p4F20ypMt zH}BSb)Z2=JnX|2I!?K-@HSL`pbcjA)8B3$>N=rrN;elODfaXo}a3)ao`mi0`3XT=5 z4tz=7zK)J!cgFFCBzd0rz#Qf6>0UH22XT6Dkx9F_xcHoO8L`8Y{to%Dn8b&7FHR5B zRq`h-{uZC?9{sT>-0m&#MG{b%dsLJ&j3=v9Rz|b$gCN^zd;08w_4u`#vniL;$-mLs zrB-O<;6K6M7`Hp#4n<%4S8U3Dae9=Nm38|ARG9+{MC)u|mTzk$EOHq~vdai!_273Jg#FLDTskvP!*~m>IpS0NYz5=`(rJUhn zlgU67G;E0I>IrfWt`#`I1C8|6ql2{}{k7r#{B)q`2g>BB-fvC5ajTC?>e0SBRe^G} z6Xuo}9dFOruMWn5$Uub+=VGSO*L1YtdH?}as%r=-U+>v<9>>j>;0+ut^}Mn&yLx6e zm~6Mi{PW^`FHD|5D?d6S;xR%ykn(RXrqsBb_N6}V2_Y7TrYn2H^W26PYK+u(mA@e_ z**BvrwjUt9fW4e3%TWk&DTgU2MT<;og?ff<`dB0!Up%XKP$9*Y7 zcFt?L+0epD)nMMHXnLmuC@+WQ#5Z8y$|mNWA(syt5ms=rlu-Bh+%1g+KK`lWrUr6F zzI=I8CYD3@{CEfA-%ex0mjJdl+@3~elKUdM8&HgcRt5&$LM+GT*ZK0hwI7Gf(m|2? z!{c(0BWA~9;!mQIw#}j&A0#)8GRvkt)nAlGhS&pG1CR$KsKJKdPVz`(0r4M1bHM&> z?T89ru-0*?{5He?a@_b`aTT?5VvN4d#9E)*s?+txom?l*9-Z!ePH5;*K&)H2NYD0+ z2n*m)eXxtb$GlhjL7Jr79Z$VyF52-k@B59Ew?;IYHLBvi&yogai}39ykMY}#2bQB$ z>Mq^SfDcg2RgS#h8d7wWlh5t2Pe+FijG|MupbCluH~&077xSd{j$RkPOy+YVtr#~# z9GsP42vj>G7rss5!O3=`+G~4nuW`nDddJD~56MieBH!Obix`&I;Bc-qT^dXgK?7S6 zu#Ze9ajkPR*_nwj3Ec-oURSFD?VuWuIQ2rk`vC7{X7D4czbA_M@`p}vIY|LT75PM^ zCVM08$h*4Fq&?X7s7#YCI`Fp=-mSRY+r9(xyQPsi%IvxgQx9U}JD26tZewB^z+@(n zs)bVdhD^VYmbK`K14BjJ(~oNG#$P>VZls9?>z$YF*slVl$g#Tsg+ifqpKzk52MItq zbp8#!DQy#uQ`N|fP^h+R3^YqSxa0C?_ddq;U54snfxujlf@wV zn=+p8e(aAQyPNBdur@hi!rc;V>8H@Kw6Xj; z7ffQEv6^EM_#7e{An+LCj~Qy0OI-OGXq8(`IKpCM)orE0F)y8Ti4FFoRLENxEF1NB z^xn12Zn6+wU}J+SWH!KkjQH_>FklcerP?mMB;vFT9N$>~;@nC3S@iy_)Yp5;#>0KrKL4b#)!`E>bP4E7qqDhzENYE zka5WfgU(@4@?!=De*k?cKHW{7m6VZz!2Uu&Gc*oemLaZp3I1!fcrI1<=`Q{xbQ=iJ ziHysJ^9L56=Exx+J4mD_@U%#b0E|S}{BbYg?rcki^~?>@xS*%iq;3pK2QJS&xG>CT zsTj2#u9v#f59O#BUsO2kyDw8PDE)W|QV*%kJr_RG#jdkYrUL?vE88OGo85nYTHF}x z4$prv=OX$zBr-D1cz)jLHyWSUOs{%i_FL7x1C_zk=2u5+DRk(NXH5v4`U1$&XO0W` zmtS+u*~-&CL350M=!qBTkGkJX)pY-&(?p@i`eh~+9oK__81{YtFBwK3BQG-L(oWqV zjy9^PY4$7?H4R&kYCfAmc8&CswHzmih`{j+#{*1o8zZW|d!CK_PvKF`#@4b(-DW_o z)(YuaN`tB}yv@Gx$n*02Bn-Dm5Qa%HaMHV_flSal802=KrC0Er0+s@ib%GO{nd$BC zs>OS|@HXLB!N|n6i-kaw4Ny|SjZ|j3^ahNWH&DC_)IB#(G+)1dVP>`}BbO`}vwII> z{S7Z`T#qb`q?0_xHXyevzxI#^M1Bj}`BxZeeb%hXjv!Dghe6C876Vnz7%)H3t#IFo z5itr=i3`;GU_88uhBkNLA_c-O6ApEb*xAcM*bWU^icKg-Q`-GSV424r{Gk*8tZ;vZ z%$mZZmn7J{a8+bL1jscgrebd;F($t~vV7cjxV&t#dD@{pT5ZlLkd*(u`WyH%;A+TK ze|G(gU+|*$kzg|P24D_A<_kN<*mXcy0>}mtK`Rt_5fOh$xpc0HJ|~8Z&rvIvL}3vT zkm5J@tow@fy-ssE2pa|6??AboN))riOdG5I?c3Y5R8--)Z)8qz^+O16|&SrNrY3r%x4r0_RdieKeOmFFBQ;)~KV zmm#Ci*7B=mp_2G^J{$13(6!(Q1tyJv^zy$9#56H1we2=xbo8Id&jmfuxSEAD<|AJF z7dbqSt4ALC+d8|%9HA`A#0{w0=$9Y zc(6_*Xy=%n5eQo9!bY0F-Q3j{o{2 z?SXr8A#VWiHJD?-%=yOWE`Ds6(Hx}o7=s$`Czy7j)Y2F^1jGf*CD9QETaYkGK|yg( zmBND-MD;W@ba%t$E>>tTnDfzm`3bL*V>_L<*l%12rr1R@gNS9IK&VmS$YuEFN&Let zi&XV4W)m6IUbDJPufMVR&$lv#`fK~ls^g_Ncef)>N&Fsu_B@o2KO5OT7|!KfPc#M| z6h=s;KviO3$iqE1U^_ogA4pNJh;f_zGE5R4Fpt&vg8(TaTU$Vo|`-Tin=7ajOT1a<=ER-Gu~uJD&Q*?Y_Q zpCASUTpgV6m^XIY=We1#C7hjpelD931?+yPRjEgZ55`J*)CSN`0M72gFgiBd`9C>P zxNnpqL1@hebFgr0zKb^_wT+-TokfIAtmng|(l;~<)Cn|@{!B8N0BTg!l zlBV$QFLRfd!}^!pLUWC#?(ys|v!P1WPlde+jxvQFalOcw97Iefw@yYkup#QC1vJo- zQE~}9K?F>((2yN3H-?z>f2Ri_&G*c!^LWm8!-4oo?num()B%`yvp~!!-F9_xfdWK- zIx{*RIU8kIv7M0b1V@E*Nxf`+oI7_i;NpVB=tsVde#&nv_`fH~(Q?xI zR=Q4Vu9jrb^_EK+!~V1SYnRn$;so}_<$q__0ZWnv`3MqXL?A_%z;p4t{f>ADN%MlO zeCA=#J7DJF`^@E7j+e@5Yk6)wg8@BVe?sL74A+!Fcd;_EMS&-(3v3R6wQO5+&Wvw= zpZ60!W{!@#x-7_5)VmCpVh+X=1?vcU(yGV>*3!~}3%AQW9VAHC8L)-AEMofNkWo6T z+QtNPn|9)8S%nYNd@(--_NUfiBv(FVzP!DD0?l+>c`=iHGy2 zk_Y*=X~GK)@C55Z8^yO>_#w}3uHf z-BgPU-~ z(+2d%&jqZi5C3A3J%usi%@EQCo;S`DR@U|IKTTD}EZw83Yz)oG$8N_Ome}+2wk=ah z>JDpR5AJ)f&C^?#@7%x=Vbm!Kud#nP<$3n#dak;jU1gsM_P}o$_8TY{9g37cH8Y>X zbB}7FhI`JD;?BPR?#oqsOtQ;AGUJ|*dJALGH{~S(%b0{<-7$Z$0G*B zLbE#&%=nPLi%giz(ykSN$5lP+0eSJnNa6wsws?#o;7IU{1E9=^yT=Qe#Q?g#t@$ba z(2Z{Mi*=5|Yya8^ZOa>bwwD%c(Rm+|2UaC(K&eIqwucuNs0UI}fO4U1FGQ~a-Nbn( z^8P~zZmh+meDCY+ytlLm?%cHUGLax<5$7)1vjE!z^@PpYluNg|8tsVf+6b{XmmUG) zCfYQl3?mWqOqSj%+C^2ZR#4SC4(3WhD+CKoZ}R*E>S*^`)4>n_Hm5hTt={CiU_t88 zQGkBgsdf;F^BIf?aDP&87V-Z|7KASPxuQu4G6s;nL$)0>i?o}ZutEPw!(uq3I>;z|M-^6;3d6LMr_0m!?l^yO_6bjIb$Cf^9|NoQWafDyFd zjZ7Xg;Yv#EhKt$h>VlsuL3SNmTmoOzx3PYGZ0|N!uJ^DBSAO6- zJrKv5xz%i7Jpf2joUH(0Tj@}GJModeUs?<^?8@AgCstB;L%(}soy{<{T++m8>NRFT z!%O9TO-WSAz3kdmz?t7+_CA+uaPg42D(=0&F@vTVYxpEcyY;N(Wzg!-2~4y4&U%O9 z)3N5O8=4vji3=TP+n+ylCvlB45Mn^_vbE_hE~%`w^=*Ju;SxxIs1V4nxQ!74JIrgl z!20~WbNK)j6P2GQVN)+mq1@~SpaKTAd$uu8b%oo``vqY(H>6R||G2XcaYWO<+V+sy zDj>*O{=xcM313NR=fn+8R1IcY%Ti*Pp#{`A*b~Tkc>^#W#>C6V*4Bo7~+)G}U}U4RdDVnBH=E3T#vy8b5si zo+MnuOV~6qXOkMxS+)-6PDL?^=hXoRrB-2ZM~?plFEkXl_GAJwT#+}Ft$DVDyTQ#} zzCKnBVx+%%97G+RTUzwbqu{$EqCbd)lnj2Oqy&N6BC_w_XaC0dYC}<^NPG%dR=$e` zQIOY=`j^(V`s9;x#*(BYG6Y-d#|VG$)SA4~aYL_reXN$jIqL@ld{3SJ0G3}iji`$~ z+S@r|RFItUnV&82`o&q1OBWGx3jQ+ekPL?5Z`jcF07$d6S?L;K0Y^EsD4=+oC_Y?! zUkUK$lSW@b$%OCJr0)BDvjIiRCT1f)nwQK4mS!kKo<8u%%PTP5qk-w$09T00H6+KfZPlRiSIe7W0kg;N9sycPk1GU!Cz2fwcce(|3ns-M@d!-g}3V zy+=fL_TGfb3fY@%S=l37Hf4qs*<_OnA)Anp>=9Yd`MJNp=RS`9$Q{?^bG^rTzRuS; zcFBBz57 z1H;37fBpM`1pF1`<;=zGP#MVrGYwD_VZ=WJk@SH2tg(8lxTpxSjq$*Nz7Tp^*eS}| z5seD;5ueVfGZ+@W?0jjCRu0Nla)RD)AJ7Fx|1O@s6$0o1K@6gb4TRh*DzbNCOs}5?i4WH z#U-83@iE;)!^#XRDOpo+;KZ!tJe9g(_hi^jLL%D0x#}#yW z4Fst%0>%9h=Qu7{tPMiFz=;(t4Go^Zu?uB7#db4q?!r3lb8cAi6mu2JC8wC?sGD}3 ziUlPL!UIo9k%Mek!bmh25}BGxft^I-Lrn<=B8J4ZW-=3)fwBq;?xzPX9Es8Msr!Wh zPXQ9T5>q6EvcO^mu^|WN%8TpAECI70u4-4aT_B2k5(j&i?`iH*A|cqM?|}D!G-whd zgAX1zKjejeVGs(Ja>FWGnk<_0mDOO#JRE>9W8-bAy@G<9tm>H`p>)K-B`g{a3*0^U zi?pk7+?zK~b)tN<#3_VA=lo#eis^$czRn9BkY7cBMWo-vT zHLYU(sMlpuvia#+T5xMu=4dfU;++Q1ckUl_Tsd_+at5`>{PFhQn(Lk6`)O1AfaC%TdsjCe@IQhrfOXJMIG>cl$Zw;yNEscx{HE#U!>0BAsnB{I-{ zJ>|sYA!Ho!*_d`zG*}Ao6MN8p`WzgZM$2@VK&UI{>gv|y2|}zzR`nk*EV@C1fsvdN zX~|CwNwGIFAwv>SZ(f>vQXnjclovUqodIXgsKnScPkYXMUXuYlzE*Af!w#S|Kw`rP z=*Jis1jBn{^_11$oL3HWFf!)BQMj9!VFvA_JWQt{1&I4mb1K}apL&a6>ET+#%okV| zWH1S-np*|mYa2MBfUof|lqLK`PuzE(8Qksv>r5WC954P^TaTOt?>Lq43#aWid*L`~=R;yU6yQD69#4S7xC~6^UMs;` zIIHrgrxU@cFU_oQ`<8-1S-P#&`bRVrD~53}x%UD0Ian1x*H#g)&2SdZIRa^prnVD0b_SaONNk)5Z2>^xf`TCh0jhXKAQs9l9!;HZQo9k_6TT+!5Y zcXCnL3lYt`a1I+SP^lXjWJ#Vq0!2ee|4Q%X(RsB1_$YFMMM6h8Rf}R+$oe{U-ORq( zZ_Kcefq?;CmSH(LIkmL39S{NF{o+GRe{4nyLe>c|Ny#etS6_2T9Q{m@4%WF(&dtbZ z-Tu+u%cQHDiTCXMG(bu>{S~-7WWnxwc>EA-cr@Ps`eIyfPXRQ&ZgU}GN=nmzmiLN@ zX-JGq;##L2yDV`yR7C$_op>x>5RJ4N-v+0zM-M5rB0i;YK`_g$-;*`>-8G?AIyt+_ z8Q)p#kT%Ip7g_W{f?)Ce&_F6<4abtiq4r|(5wz`qrkSm7l;)Q}NHD11kQwwKk}nQ~ zLA8Y50uf>gifF~tCVGjf77-4P*d`EsV&mf4z^IL7a1lWw;5dW0%1>tbLCt?`FU;D# zDF_hdk4aOq0oQ#~2|fZC{m;QUfv?7(sH>Z+J80B)Ps_?mKTG!n zP>`PjhnAYx8(_Wzal}DAZ@E9^aUW1)_`J&mcF!Bva0u#C>r%?f)&>@$tz_!NgqpNDUnoUFvy4;TI#VC94)XwlgL}%-v-t=ixV#(bz0zWD|2-jcm1!# z4h*xk&CT7!o2}{sU0wNYq&+r{D{Z5qqPTqtIAXdW_YMj>@ZHaVH3*o{1~m2%xzhoz zg%Rlfmu@0J<6jb7zw;Kln$7m7 zyJPGJP}a_W8~cdE_~|Jyq+!X{>gdp&PiC77X^&Yls#o?lJ4>#qW6ItLNE%4zDSuRX zN8Ee6XYD{>XC)C#2k~C$Q1->CSbhHkwpN&=)T9O_dTqm7CHBk12Vo9ExD3Nz+9vH9 zX5H3)y$IZMp=r=tzz(Gc0GoxBcnXAAjPbPYev3iv(ofU>8FHPbSz=@3 zf;pOwk-7EI^li~@*+IU6C*VAduui~E4Z8WrL8~Hgz=UX72rRIjYpfOGhIUURt;n=| z^X17HR4Y)MSF%n7RUxb{*aYqnTkzml4#2iSptB6>^@5_G7Yd%>AvzBL7mxujG9oBX zTmip%_P3<8lrhyg*ApNS;ru)R7`H0fU|evoW-_CR{icIpNU}#x6 z9ysA4tpXSzugF6CS6JW^EGYP>tMafCP^OhmQr#T+;o)H=0|Rir8Gz$&V6+(h1WUVE z@kn>j9bWIt7rD|&lEYXZ=*bbPf?*{Xs)vr1m)F_NKL-+}$K<0&Y9GMR{@1{ZZcumY z0FD&fuP0+`%MRXlfE@s{U1(g_UC+qC;M*7y zNY(PVKaq@@SQ*L|*x#JK0g3%`;9yCqrd;07{ce`y-82x2+Z>;ybje;6&3BO>e@GkZZ3kp&s@s_hSaiC2z3-%7BEZLYBV~|X@=FA95h^4e0p^(m?h3#oG&q(u(D8vw))#!P zAgDCy84ly6KKPQKKyzc%<|hmbmFuZV%ndM48SF^@pnWHzrrBPc#|^|}!B}OS zK7kKKJ)(~3sm3n&dg)2;*SNd?G`da6XBsf}bu;Tpp2d8JbOF%6-}Y;S8ph@qB^keG zt))`x08a@hp{a5Rv9gSft*mX{ZFdvlxHU(O+2f4csvP+Z+@aoOF;tZF%#>BbHrSkC z0?@k*L zpacx`Vs#xHXD;7f;UL-y(C;E;1JERv+?!6A&Mbh^zFo0d=dzdwhtau3e>poYfCwO^ zKpd06K{Y5N)*K-CUip+xb9N88{fq+@ld1?&I&VliR8~GY&1`U-Ry8!Fd^-0+-#uZ; z!or#X{6)z~NP?yxkJzR<DmXbUH{P@qn)5QNOJ@UvQy7(vZhDPFfir$gLb7C?FlZIi`12_f;7*@c`g-Ka z$jBc3%EZNU;x=tXXk`zDeF=L9_qlpIB*2OJoxtg;^0tGM1E8<}BPV~l;{Ues35;K# z+*x^Y$866B4fUMw!M`heR8&+rvqpv6(tnRvYvj(<4@ul#TC$$Kc>Q`lcGh`-Wj57$ zh-ElUQSVoiSg=&??k+!E@J77bW1B}{n#2i~Imj*Ly#!6>T@Ti+*#<;=vLC_+Xn`g8 zu&jY^D^ho@^41tsQr>>@^%XpQQf|hc{LqSub11goJcN6+(y$gL)D8=VrDLNYGY6-+ zdkxO>@By}~PcqA6Aeu4MIp+$SCwd+C!UP9Bo{3f^?C9$59{MI7*x4CX@h-18)IM%e z)qi-?+u#}jdPE;7Ic==4bZ*>j>2HT$?>Jt$-H4pS67~DZ`0ED8t&d(IK3f7oQzsN4 zYY=&Ty9ks~tDn*i8^THcxLUZ)O#kxM(W?wo6CkR`1|%Jj1F!y9|h0er6l`O7={G}zT(lTwpQM)g;LW=|2M?4*n18t zuq;6evhH50K{{GYo_EKn6wK+FI)D;#lP^8uT@7fw&LPXY_; z=pe_h-&pLpGMMxSAQg$@gCxA>!o;gFg(}73LO^7}--Z-|8$c2dGh*m%lEJ77_)X0 zCmRsXfPujE{Na8;vIpVrr#T*AT4il>35WC?7({RzH>aXu9Us8Fc9ozel#89c0Ge4L z$MGa^Wq1iYDTk2l#&C8&gp*hu=iCKgf1VPFZ5x(0iyc}8u$uClC{i+fTG`_Vk3Psz ziuz*1^?q)6I1yMskpC0z&P9d8*i!}g&08?@fext`Fv7dQJ`{Gj&cL7vg+F2y0PJ4Q zhOjCaHX^c}rOP06nlBHxuP2~})5HZdpG(iV@V}ed=(UMwsa3V+Pi>31K~1OOYEE8n ze?2;ypu}9~=J&XOcNN07#LKvzXpbs(e7=H=wLLIoSlspSgTeQx^%FNGWl`ENl32rj z0SDg5KvPt~+ioonp#+AY%aKAknDt>c%pz$urDNYJpJ;{h5`IIxYQQNMkSqOo%-jn1 z{6Qi!O$N2Ec}%y&>c1pE$d_xIgLZDW*#q({!~nflp%(#YohVQ9s_?z=s`mU;3w8lO(|8Qis;oNj5$ zKL4_w(A@SL*SOBHyHOf@x@mS5Giv*zsdiYe!&K6@yYdGdR6cI|R+mTr96UGXXcGJJ zaP?~p!{|7(Y?L%u&C%U)o*Mu&8lzfE4ES#{z-b=3Tj2l5!oRhfsF<)WEd!*U8(L$a z>kw}r7mV8NnOZ!0^z25{gO1)CyM8dt?JXRAbSYI#G}R_fU-LwI6o;qGlJMup#7fb{ zH&}Vkl;gG(`Tus8+D=qZ1pYg0vRJDF_t49o)eLGXhLAoz2_sIK%GV`^TFrw4Sda75itMJmRI|?Y}S2jp|&a z&xB|LoJ9!eZ4&5t@?v(rl^-Gt>$=9a?0x<;F1Dn+pb!ve45gc2w%H23OeUQ~f!VK+ zy?#)+m4Shd0Y(1s{ohYBh76Krp0>=h;CKQ#-pA*}i=`5j5}%+0L-cz~t|+~$RlzTB zUzVbSnc+Pha&iTZqqD8w3F65{d(%%?4#+uTWIa9c3k%a{d3j@sMqnGXpD*L_g5PR( zcC2CXYu$$|p{Qss_7Wh0P@4620%WP!T{d*iv55fs*ng7a8E4yV8FdGCQ@D5n)bY$c z{g2yKjn87hh2j|oo)jdqVnxNrr#**KJ6O=LG7Z2>K{!7Gq|CBb4J!04p#4X5chLSf zvgCrb0&>LwoPp>>fTvKh1v9CQxu)9)_y$}#u=iKyk7y+DZ8HT%MvxeN*7S6arut3! z``&cTSfZ(Z&y{NuUy4ckDJbaF^?Kx(B@`v)Irmx&Gu{zMZAHByT=A5VYl}bc<%=n_ zBAm@55k-khbTFr4lzV<&a;8#I@eW=)Ig-#?TbbWLLYnX3k%VS(_r0ogo~g^lEBAlF zS4mIX-)BE<&Nrt@E)L0%({T#lHrrDJ1D4wB6-xi|khc+>f zYkVxbTV8;=8b7^zIxzGF?uy@@f59^YI78as>tOK!Hz5Ub0{biUx3oI2oE6Yw$vMby*g|+ML4ZQOu zRAA;2Cq*TT?KXy7?I0niwHW*hiGXGf~eD9;g7v^&6* z$nUtxuZbQ}E4;-WGx{-WmtPhQb=R*AZh`k}&^K$c?OleTjE~J2XSU~;Wy*(k-};n` zHNWZl?VU9po0ikBi@$5y?`1 zw@L~}<5Y?})1O#tDYCMC&1ZX~NPrp^7F(J4FJQ`mA{HKFDA|CXfhK9Zebh%j8LdLa z?o6c{X&du!O3iuhtLR;;cb-=by$OHCMrJdxt~#zRTo6}z5E5jq1_cGF=SgHiabe=@ zhs${B3gTNR8oP~ooIA)6rNuX#nIMm2GpjtwidWe zm}G03bWFTQLVJEpz6>H*xrCZNbK&Ud?ma6#79)D=Udyie%j1J>b0i~}xx-lhVi)rR zIHek{S0yKQbRe@DKfiyy<^01-dzD}KBHzps+zYP@j+-NTUSL|zeQpiB?V?IH5{jh6 z{Cvv%`@Pbi2W;GRa-?EVB2hz}MKDZwwlIlqvEO`lgNQ-4hP_VkjI8Ra$ulr#;bTUV zuV~^8CA)EKAOUGz?_vzZH?2vVGRMkNAQXDZto~1iT!ZoIVyOe8^@ zmYy}a4DY+jdpOMx&91`jBxJT?J3Ue2F< z!yAvy1?{3^?zsQ9BC*@x#Aw!zu^;cWIb;)jLUoOivP(`jN<-c1?@axAh)-@iv+wo< z=LtDR0Ie)oA&~zpwz5fHan&|TiX45_zwPRNXHoG*8*%(ErSpp~@=8kk<6~FmKL=ib zw$x4^9)`1+N&)g*meXIPqzr+C6Q=1*V3~}13$6`R;A}6|_A_uj9d82UdE&mAHPC$7 zV{XAj{(KuIM!;gTh5-|TRe{FNVWt|W0Z1w_@&^Vp@(bPYu%k6gnE)^bFLh}85wQW- zT-4PGfpM)CSO~$K>jwle{Lg1x1(6rm5Vc%zuZ`6=N)l5O$K9(bHjaJ%Iny@@+VjE* z+ugrJh=AdV#|pNWh5D?Vc@hRW0d1gLlXq}U?A)R&A>%#Bmk8F(_e@UPSdl$JBWLc> z{pm_3y#w=fq#v|HR6CO>9hYWm6OH1Y z5lA%72*@8Y)GRJ8*DogpP!k9z7PUq{1C8Lw-#MG+VMJC`PZgp~2Cv&}xc=3kPF>de zVPE|9>~NzSXh;a`U=Anyeb|VQ;{6g*wratK6aK5VYXQvxvb2y2YOEw4T^HL;FFZUP zuo>BU`-$piXAtAVNez8Hd_2gc224nhzkq;uH5~nop~GO}^v|0==2U@?21A^Nmc}0O zk9T48_3@*b*Jp6mb)5H0fA$Oo1!hHx-D~=S)Ie8(*`Rq`r92>)mzS4_X%hSca28hk z`nNQHWJDVwgW=*P_rVFXoX!FlCMQt8n3M>|pzoyVWJA8X2EDALKQDYcl&CUNE$}tU zk_t{ZW~6}q_^?T(9GYsFaH)a7g2hNSYVphK)oCgo6OdT{5_STzw>*rg)T7;$i@mEW&n0LMmBVpz)!+%RnHiim|gm=*9sXxonUMK*oD1C5sySXjgFhrFlk zuWJW;km*+o@oQ2Shk5`CRX0O!L?Ij*;4zp2<8&Qh1LC|QF6z=Df6Y7{$OMHxP6fR1 zYz*@VR~f8}Iuio09YIL1|9jy#AZP~dDm&@BSf9CEq@K!Mm&@~X+O@--m6aH>Qi#$f=e!|VQcRxQ6{4l%uVdUmD<E!c(;J{7AZMn z55ek@AB^iy0;FJ22|bX44m1Dq{XiR){fBUjXdp)gAQ_-EF8wS>l*Yelfq61V>!RT%DK>fqJmT&ehXylc%`8GVHkoH5{QomhlklDBp$-qbD{y%`{`ES z+hDJ61*$c2V>~zCHXof)vz!N9+!Bx!X)*#*OrQ~SdsqQQfjC$fnCFPOEJDm^dH73= zN_LJLHVXotz+wL$N*{fLw%>Q8S-x0ndi>vO$KQnC6&M)dP#X`ddocF60P?H?XISs2 z35S8dw~MM?Mim;6#mLI>XMJG@5^y3`=>(uzyy91X(QZ=($xe*$KbQW;4n)3G`DXT2 z#9d9Dm7|ygKAj^Pk^j_IyZQE=?|D!9y!+QI- z7w?7Vo?cy?KRI;=aXoWm0{|Ea0$#tx0cA{gp1-_xjYKx;!N5YBKaG$rF#s4G?~zXj zZdrcN%FQ5u|Uk>Lt3Z610B!iW|QPb6~}3I-+Om(gV&a21Y-%NuJ<+)TK zgFH;cwUL7ji1NN*HJ&MCr`yDm0^*QQp#ES_vw|Z<1%6?qnin2+a2Cu$xC*emm!NV@ z`|bC?M-#P}#ysLe24{0v=QBV~&9NDI)eH<4eAno|Z!bhIW$84Yf9~+jH?4a9me%0Z zVw30`xb2YO&`!EOI|8T%R2dvZQtX4UW*ZIYq=Rz6KICLt*!NUTpsZuzXHt` zNBD^W)TAJ4q(4|2egb7O%o$AG0^=3s;D|w<5BP&Jv9l|Ovj1P@D5s2iaR-=DLx`#d zMzE@IabA0vI>I8HEIYWbAd_b2+VP+7uN zE66gEH#aXpKSO34EZ9)q;k}*RLfpBYF8G%I=`Ga!FLN59m#ij75Ks2n*8@?o3o+|} zTiSnubPKL>eAsTF&4rgk!zuW`MUxJv->f|JbiNy}gOhS|HRR>P(dA)f!#!-~bcyLT zh0-c@gZAT^o=%_?c|4{9P|yo(c{x`8jm6h;rFu{7%xeuST%24#B&Uf-ekYh*u)t-t zO!*!Z!f-bC!+7fxcct!YTwwAeKrksgV~_A`d!RU=zR1cps`}1VT{&UDF;&Y1;-Dm7 z7;5~tlp2Io3Ko%2FX-x5`)@RiwfT$SL=hLo!H{it^}z8&mM+g67q`u*>yJDZxjUmc zcE)6)dZlW0XHQ|EpL-6YZLFhh+a3K}%7*Vm_(6>XiW2ua%VIF=#JID+FPBb`J`r-8 z8fIo`bwLB9`7vxN2>3EfUPm4-z>&x%g#Ii?^GVh!Ag}8AQuM*W!AN&jv43!Y1QEjp zX9G>e{YTOu5`n%RPCs?X&P3Nnwj=zMp%nCgPO>`WpakogG;=8e$a>v#e;kid6)c!p z#dNK0|Dt-%&}sA1m?zMq7+ljAUF`eV#d1wFmo_xC?j%54KlR$PFTd{b=ySX~+x4SB zoq4G|JpQ8W_A(W@I%IaCw}k2%q#+~32t4W4!pMKB|J_X20Q5r)tN`CgGp3}b9)J{_ zA)t4$Xv;=b{pU^L?Fo6V{K4nl6D?o zltijLVGsTV6z^3SkLp4vH<`prd@2qKZep})7QR*P{%|$zdN;7~p%gwQfnOMAn`Wo2 zzBW0=dt*7%yzDV!-u6L0D~qdZf}BmL@MuA!2Tt&QdEn{*R5`BU_r$X2Aut!_Yda*Z zY2C*)t!Wq+RM0_UczssW?lU*BgtOmw>mMM1;k!Rv#H7eYw;2W5c;V0t065D0?Eel) zY03Y(5R{ujLaE|Aj$a;_t)}caK3_htQ13v&ar2=d$it_KnGF-TjTc{Jd1yS!$tzJo zQp17LyQXkIHBu4ppU`!`M6A~%svq~>zxp+6H`UGrWQ}B*`!WEnK^cJ@NZ_RdTbc1v z21XiCwk82DG{cyZgrpN>AnHh=3JU@}N%z6f%mO$VbP&lBvq_7Ox!v~H6qATS9cll* z<^FF`6v@6oZWrtyYb17(K$3dvq!z=;_M6~Y!7P|@Id6i=HaRO z{0?U5w}USOXy`e^*;h)NzEE)+$>`{eQcPCC#0WMcvb+IqMpkT;F8p}lN<)JMRIo2F zCINeJ#E>#a(mx%txS+}fp)}Igz(FJkaj`J1X7+)P!I=X&uA1hZ;rm%rR6-fU*%9(m zAE;MSN;P_~YOVgHtpr_sCC7MtkMa01oA1VIuqznJn|hH!#qJ{kpd85MkqQn5$sqJj z#^VD!GYAm`sCa5iGe?ukxd98MSO>;@H()-DcxgaC0sfn+K-RL-kAt_4`+pZBKpC;K zTfBjtrDI5-Evv>$=G>uhVissPAuSWhH2*VGzZtXnQk@lgr(T#suFo~SSD#>lvg>Zm zWbC~28vMfGPY@1%5$-T2N95a3hat)JmbFQlMi^>k7>Tp-gN`M7rC-+%#W0Cz69lno3ZvoHqQ1GA1u=9{unq%lSOV3-Y8ZjDxc zLap5OfGv~dJ2W-^W`3o3!&rFhW9?{gextC{2yE~9!0m*v?b6fxK+FIO3uS|fHz}z7 z6RVJA4XF{ppo3lD0TmSL zGiWm)3EL5XHZ3GKX3}Y-;2OM9^B*5WU>vWu3*UbSR7&tkuEEF{c0s{U#337^3`r>{ z6o7uQ2Oi5ur?&8IfV&~0UH|PSEP!GrOa@9c%#gGITwOhjeofuuty0~{<8Tx1I_I&M z)@m7hV0ceFU)|1vhT=__x!tgZ zCyz93zzWMS{$8%f291e4a_Ol?&E^cPS^_xI3Jo3b6j$LaiB|;Vp_>e%y8y{VcAZyc+INE?fQr_zV&y1V;Y|5Lvv8G3147J7F?x*~WOMs!cp(={(O^FQ zDtK{vk~t;!&zb7fUj=lxYYG_G9?UfunjG0p#B3cLaD4wh^L<8Y!oISxW;|B`G~4Zz>79!U659A@S_7xQ+Ux^ARS;TJUEPOwK^K0v zC;H8Ujy!sCZ`WC;1`=fr#-#M~8`pxPNhvax`vk@x@tp_vg597E8F#fx{3h`+jdx8zcp`h>87 zOIS%sNey>4MCgH+7VGyr5Wy{q1&`&yT<~I`?HsRVo!CS6vX%GB)E~lAttb=*=?^DT z1uuSAW&tS_W|v_*Rn^sh#lXbQ{i>)alwSO);8`eMRBSxN=ioc|W0i#9 z8RGI7>hrRl)roz*>YR|+KU*ZjjR2RPMp-b*5WO8`_R1p_%psp&uU>nhbomj;*kC_M z9>33n7a@Cc5d?=T@TXqBq=kOz=;#QduSTY)RpjK*a&vP*U5JD^A!*@;hUvBvOX8dF zog1cp&zc<;oyArzZe{BAJ`FJ&emZCj@P`B@8 z(*_mkizT!NmPK;v9aN@Gm843Mp<|TsyZ|qcitYw=RvB*CZ6 z6sh2Vj_)@20k9Ng=)v2(err@a)Rhp>-WylYWI=_W0Y?ZMPpNJ>lFcXmZ!{5UcJ1p; zgz~`8`YtOu?%t2EA>W(QiAES7=&Q}^4Z~DF6lkj~?OHta?+sw^t;2*t@ISR{&KW~@ zldkQmt#E_pOyAH@*VtGEtn)zX{=8U;hH=O?LGovoL#<#{X=J!Iwty-VIB?|HfqxQR zdV2aN=#e0)nhW-9+PfJUS+!Z`LJkX{$x3qv70-Si`Sjnz+ z+;A|W24_lUW>!Rl1E>kadP;){n%Q!)8m|SY`E!CVPm4k#T;jQh;BhoJHRrJ$rC?~w!A=V#-Otoc~_V55i(DgexwWliG96{os_IQ8fT|)sSNAxPc|mJ zI>qfxG#mi%nJC0MkY1S*t%Z(toZh{&h^7Abu;Pa~_cwxr& zs&2es@}bvM)lmF~hnFe-lvi?op1JhZ?ow&?i$o2ZB)LMyou{JzfL7W+QJKuF3s&~< zWX0MTpkA2WyjT2BLcbanKSs8H)+Nly+7Q_?-C#?67nq0DBwAU)8ZkxqUzuI(?Gbhg zYz}QxQ%!$=amhAGA4yZNN0RD*XJ9*SFAU|_`7%`pVC*{3JC2Qy_W+zxE^R_|i4y4l zSGRVX3D@S4jJmoI)z|hUXhvi6VKF*F6Y%ye|L94V22zqv;6$C3%Inxa0Xhfk7O*eU!As4MG@mB$QdU_;^1_B3D>gwtOtfxU7 zkpEgOLlCOly+DX7*_B-Sdxkh@AsI5zfJ3oKcC1N@mw z4JLHW%pxb}BY9ZUyOtExv+txWMRcpEXfTR##w?g(r~Do4+GJpo-9YyU1qqPQb=So&P@|i4?ythUj@qfE!sZ8M`L;cOoTcW@gH& zs$MrXWpj0$MJz|I5r zynv_B0NQOgt`MSz6vmdrKm?g)z(vkXs{$V}M6*g9jq4$?VL+})Ne31j!oWj<9w7)i z>NzA3i4G0EQwKL-1ltAMIS6cpm`x3JNBpntQs1i|4S{~H5jObMidd<7R@Ww9n{wfz zmS1+RR7d`&4~Z{ybqBtF!N3%}#=y(h?^ydbu%8fjA8-BlcGt?@$oQ1}OvXD(2u%1k zJrOaxT2#{fGDcP0;6m)z`g~@hWRJnhp7!_APA|K1_M@Zae6TXUnWF>lh$pHS7Z;i8 zB_7+27eUfohHuQF)E%D~A8~e(OV;n{StX_tVQ32yd_4A9KEf~4=K%4XdaeU=k*|&f zm~!V^dmU~o1R}|)so{#njKtU@^YdRIKL#5;%*w_p3Fb8#PCRb!)GIopUX3QBjtdFz zZFh!QCESSAEG>QaP8WS7;wq(x9nkfc+1b-APx+7y06Gr1P2kgtPG!bV#*O6()lpD5 z^zzmnSz|7&LQ9;KQ(%w!@Q&6@^Sj6l5eM<1TF{36Ph7D z_SZL`nmhF+aqsP4_xq-6^-T}!Tjny-v_A)xoBLL-t%?}_z(0)q(f7KoZ1q-bf zIIMGDZr4;+J_bG{0(>CnqANMChUTyDQ=)n8=67^%Ke5OcdXXJ`dE4FN;N)kDR=Xie z;6ke}V#D$0pA{3;uhspqDIbQp5Ajt>Ev_v8-WnZFZ8^aesGlqkXzim%j}DKHNN_Qy z^;#nr78sx(PGSbqA)%_O8j#&C#i6Ws#qu(WxpI z4ZTp5lf!z?CnQj_F8iHgr_;Wkl%8IanWwIQ(_*f1Pwsoln0-C$M;*}sQ8@6KSy*ok z38GY|8}6Rndo7D$mHGK$N@}?Gf`rsUyWB$=TsD}+*f}~PyT@_rZ3v`8K=}qNIEU({ zbpM?TjGc~-m>A(o6@yBh2&;9kA9EiFI$l|-%9AUmz4WWcKAiKU0gDJQx+vJ@od1yf{X&FZb7f z|F-Ond1B|}1k>PXI4nom|GWQ7N?4K66zr9RSs))tKz<=bZBOFO946?k!I>O9B^U}@ zThF2!L_c5^H+8KNQ?!E*eou4ZWptfjZ03cuq#CF7umSKOaq4Nr86HoH+kFnP&h z2`$1JqH2v0%$?NC{8fX->m3|l`$m@_-R8(SZzNxOZxo9RZDxxHDif0J8a6NR) zo7(SC?nLR^<=_7L)y5oMnPesZzlEYOr-1|Y+;3pVS{(nu!;X-Ja1Mv{qcxkDzwmBY zd-}uVw_D*SSL8z@IBIN`XjZ9^%$)i-WH-37rUpqIXL}L+BJ^~qf>PX+$C6DyKO6LO-U88gDmA{0yTj`;zIfTy>2 z(S$ur^gzLGA@ouvbU^vKUszu4N}u^uZLUK~@<2jdSHZ*&0`%$miNWe-Kh|~pIt(-) zImUAuyG7fpSLR8^?Uv8i@X>oOu2BpJzC>3Tl>1aZJJV=-z$o4NElicR@t&A&_2SOz!j$@&f~5PN}z=w*o5A)TS+p#_b6sBSEfqU|biZPm=s4+!gdv5j{`{#gB~KGdwax_1u9TF-jv5zd*4G~}v%fr_ z-RfIA2;9OdS4^NAges>S^m!lof-XHQnIdnOulvk^E9PBbf(Lqk)y;J^?_AdPaRp=VZueTO|AS8{8C1%xx93?s#r$U=?(4H`9mYGy{pB?lsYN^i^-?Uqw5Iv%&SN^Zqo1Im2ci;cPefYbgg7N)uheTuHz9|&V?y$}6u<4dk=IRx|rvyNGGLWPRCFaHL$pJEA7UqeE2B)^6 zVP($;(>Z}zCKBQO+x+95FB;9UtDs&bZ78}acObCo+#?7z(lzAXd(24Sh#Ny=k zSjTjt>M3J&(?IknKYvQw8`*Bd1J9GLyX<%WWsWw+N;C30PhQaoAlMq_Se>OMd<5I0(Ow4bYJtsLKApJA~w>WxN6Ab znXwmvieP|9CM6C&-!^M%_l1xVkvUg1#PSF*wW1}Y`?v*7D;&QF=^8o}85ale(pYb* z9~c&BVHDBDOqIc4OdXCTT;Ap8>_udZ9ppZhaUQs>2VtryqRIXA3dk5h2lc~z1d zH%hW0$!^Ynr$#`*Mni&t9X% z^^e9n0oxRog5_NJ!O1~>aPMO9Uvbjo4A*<%1hIqR{VSk?iv5b@0OpWDkwcvdz+j!7 z9zgU|woXn8>DCf?K~~06D^D8H!|p-#$~7^)6%E6Ihk4zLg8EdsZDaZ>C#oJV7{ zsW{VJI(~lqM@Mc2m9Zs#py$)W!3RoiuvFR_UVjeQ_dUJ+ z9$%7K4*&Z5Y;HB!+S%Ppw?4#_G|44|ktWE+As@B`fT_C~4?~~+Qh#~<`m~|(V2|7? zH91B-^9x#vFBQcE=q%CSaUN@{FBWtR3NpzV#L)}$4^ZK&v^Gmp2Jcga?uVfGVo95y zR#k;Rz|w8?59CbmpziMs*7x;G`N@i-LY0^YWqNP0_#2*w= za|v$*w=#IV4O7EClz^Gjk{gMw0VAd&23DWiw_pNY>Cf_MGax8{ z`Ww}6Lewjd6JqJsW0UQUt4o*Gnn_cCp33_*CFMc4RW{yBFBTXS-?mE5r~0xGn179R z-2Mh@F5$r_YwNFaa&m5&8WDQ4@;5&Y8aF17_rVe^McXJ!k~1b!RTaBJAJnt8hk%zr z4@G><^O}Or`lbi;O5o1522)$zScxrCYP#o4 zvMsLh z3{+1QTqUJdGWO5c18NKn`7z`ypY1WjY)u{knF1mKH8KYOJXS7)N7`}7hVkhe*_>qL(4=nnfd=fK7_QU&P$ym5SDVr+Kwt8eY-IXg#$+X@?T zv2LNB%ys(i^c=cBTi*D7l3re3W?avlg=kOLpri+kZDl^0G+9rtalxk8>q_c)yfOOi zsQ@)Iu)WteHdx4UbzoOauF0iai;0Ox$0XPsr1QYY2PFPUa!`bAZmh4H1EBF|VfOjg zq4oUN&uEfO!`?Fq4Mr!P5LT^orCO55nqDaugAg%@6Z9(uSBrNPv@Csdp zu(qifV%jUXts&`SJ4jxO{4B_}{nr;u!6R+<_i8EBNS) zozBV0 z`Mj0)yEs+&j!47omlz5zL{SAFlBnI?Hq&9Csv%r?I0625(ZalKcR2VmMOykF+w%>- zCim3nt7Ziy)l3Q;jNL1xBhf(8BX`>FQk!>YBRX`TJ{OyjY3Y|!@}o6r%Ol>k^}Wm2 zdO-+2G8-)E~Ki>+MsA5#!Iy)|wx!-i?|zh0@%1FRR)pS$wTj z^`TIN*7dmFf?up@dq$SG{X`MUFBMJATX*hIJ_GR>_}oDcL_v>4If_1xQtrCTd;50S zb?3&sVX4_KP@vk`+tZTDgH!}g%DBF(zji&=#(f~w@>tXSpOe)CyUMCw+Uxxo@A<60 z&NYo+TyRtm4&0pG_kF9r{k!Y$=iBFw|Ae+@8?S-IE2NGA4t75I?;Igyc>UIwI{is@ zxfXmGIgz_1|J!RlkdQF789PxsDuE$Pb8_gz7Q6vx1|ye8$*%Mc4d6cH0fRoiy3*KT z@4&viWfMVMXZm+v-zNLvBs!l-T3njOSx_?2-6pJ3jZmer#ao(dTe7#avlw0OJ-nN1 zRd7qO(%L9IUSGlH=&Vw7YWkj^A|^~ixfw&wTP5HesZ~(i-}v<YzDw9%IH)7> zctH8i_LM^Ht(1TQQvbxrpC8zlHE5=aWO$5iP0fZnf7-X|^#xw`?5dQBi#JMCy*QZ) ziIn_9&w1zgXOR_Qz*FVUn^{VC+%AHTigkzr`aQiX8&^)bn@b*|B!_>qd7_?9_1^8K z!SrRf*u&b599L^T71>d{kPw>H!YOLmTDE)z9u8bxeoqq@=3&L$+()gT{e@KKP&~dI z9!-7(wwywEZg5J%1tn+NV8o653y8Ln5lX%pFbr_P-uc1s0VoSbzJK@r<_?}tNPS`% z=mFpRe!MtQ>eHv-%Y@)ZR0^hbt41T|o7S0i;!8Ew8|s;VAG5ChbWIr@Sb?FRwGp+; z{rh^&!O}~d6jh|_D=S$*lD3n?L_A*#loYT}@hs3;h>Jc{V^tkZS+S(a|9tD{=g-%- zu<%KE@(~aiNWq=G^>~JplD9Q8=g*r?0R%PvG{gmEhhxz3-MXr(GQZ};7FJ3m#b_rP zyC8oB%<|pb+#Uvl=ztC&|E?df*>x*Z7n$c zopAwVZq+v**NI7VlVU#)^{lTa**>zolclLoQlgQcTsEO|YY3iA?hH=RsOzW#l>j&x z1c7_g!Pm{27xx>Z!s|H7#%Y<;!fQH++N#l80;S{Q<57G9r79{a0OVwWyAxU>?jb<8 zJ?c8O-22WMJ3UaUzREv#XRt6fw0Y`97R0^fC9hrB(P8HK-NOhtv=bA;@(KzTHRX)7 zNhm3=mLZR6X5M+3wYW!CAbHST+2lNB0Gby-YWADIZS9>)THC_p z?n#f;G~;II6}{?||HChN_pX#8ISbfR+~dzw+FJ;0ed|FKNY;<9@>(jqC`r3ER;_wR zshGiMs<>5AK}&z;$ML|{b)TPD^~^m4=u?uW6hsozaWS>`Lu`IL#CE7EUQZ^rua7JG zSZeU1j7)R*I?`?rh82=rgA5yU(f7 zWLo~;Z{-h1PHtW&m0+Xp+Sx*z&tNqvV|M(&ZSvA^bZ%V!CNZRnCpLO+KYUI_iO*3n zYAYJ>10^!g2i3t#xctQnX0?%t2^O)$|6l%DBpFsBKDKdmcY$xGyAX8dguos(HO0GX zRAQwm;NlF-E62IU7l=gv*GzYu>Noy|fdLm6ofK-y1e4^`#l)re8qVVYLTkhe(Mx^i zE+$z~;UyG~k<~I_fes$9pMc`PI+H47hR`_gOi1r6^EeNqKUw>_=Zp0(YZgMxq$I`> zle3BaD}~T?BMcC*_HAVl4$4nY{k-urJ~PC#DA4dG2S;|txiyXd2d5PxaH6{PfEn|B zR=QpQij3$PByB(+2wJ`?%e{$MJI}i`ml0bwX)p1MuLV9OYWkoYCnl*>QJE$17?V?_ zsIn#d-#zYwWGN zvWf|`5y$9RDE@waMt`#-jZ%|8pMbxP%o|k&fB%+siT`jk2%n5t5sy&pZghLh!Oi_6 zMeEM!+*~O4Q0Wot0$5|}>UM!X73}*BsMAbKN>%1W`aZ4?RZZawa&n-DV=lh84Sm_R zO6xZ>gB=^qXeIP**;99R$0lyDE2G=d!B1@Z`}~)GUYlBKpTu)D`(ZHm1S}{OJKmF| z2wS^mznUnxU6PbetEhKy?T?eD5Up@@bTs$>?tU=i zP(wmNqwx9sR3i8%cH~Q16$%HG+%fQ1=$0drly}k~xNj@mkCDcLkpuqq7az7fvovf= zHCWihuh%Qefs!7xjR8bd;PsBO=jH}B5X@R==sDc98Tky=zL~@mmFX{BbT7 z0FK?Jtuu5c7rw?M@P-QL^l#;VXitwIYk8}Hk3Mjn*5bXhAP~(Q92#$Xqj}i)VhxW< zzNXFF>L9->etGcNwTZ@h^X9DpbM4w%4Y}8>XLa?3eB|;QPaoGBeQmnb)6Dmlan43JJX9uZ(0 z0mb?&kcbqDkrPh~#NLjSTOt+3ueEMTNF_5ViA~p)L&)>zq)x3g`2cs$*k4!S5JstU z|AGHZ;>wMy6D-mf|{S9XIoPGkiW77U#=v|inu>$)L*nHkz8 z8z8mlcGQ0PiOUKL)oRM|yd~YI?FA*ot|4&E&0EiSb5cibt-w-RlrB)Y)Pk~XcB|yg zn>djLpRhz}Q>|AO83%&(5^XYS_i{)oH5HeCqT%5z?VdQXUcUP}Slwsh`N7DZ+1A;a zMUW|1sNQB*?42IrzO6M&u>U^CyLaz2A7q13o$I{U{C1*&- zRx?oH3hUqBV&zuUN|%$om? zsJD!&a{J!D4MYV5DWyT!q#)g?bV!Sow3Ku=A|+kY-6bI1l7f`9fV6;sbT>Y8pYQ)S zo)?aB&KM44?|a>A%{AwBeXjTrX9Gj}xk^cg@Am4j96&e&Ll-ukT$=ey*N2n2-#Hvk zSZIX8Nn-A&GpZadN`6+sGiK8C;}ReN0lT|ocPpcXG$kIIK1U)?#1SxD%r{(JqMn5*8b<2uKHscB3j@Jo4jQDN#eF(w=$S)V} zA~B%Qqz;mRf#GQyA-5F?*42o=Zn#)JTBK-2MtL zwwFgGaA%gQ2z973b5-cJpX(%n+D}_bv^V&u$X}p&TzFGLz0%#J5G;Z zHlIKPAXYUQyz|sFKg>ygf5IM+1h!h4G1rOu8qC^@I1Ha-xUKUh)WH6LfGA zlo);t?#XK?4jRkhQU1L|C+zWYc}%;Ck1ATze|{ojeqvy4c-OZ$eq?<1rJE*E4?Vr_ z#5YhPDR5cgrS6f`0vHT@Nvl)fY&)YNjLpf?ZTMNc@PAqWCA#(PywbroEc?5+M%<*u zYo^+tK24)`zK~~R9j-e#SnC=1mj204r!2p^Iu_aYQ?b*iEK2^kcFRpr^QVQ)=v;Mb za%uXR!CS0|{xH2m7Irtshr8Ze4M}c`)`69Y4pU4sZsG`d z$jExiHxSb{r!Z)5i&Sjg(d8A6_0iG(j5XQ0n(-dk_bKjP+$1~|pvy%OJ%ll%Z>i5? zRUEgFSij-gq45js(O?5!Z#7D@LRSYzX^W|S!X;V+i(@Ya8{3Fdp(>0?z`U*il-^WJ z%PLZy_q8>T;`=yx+|_xw-?**k3Y_P+>?ImA407)vn`@8U`IGNdV;wnorUJVXh zh4i;I9^LY}5%%E0n4>dkypT|_8P;R%KawRx3B1?a-I^)>hEj#o->j`HNVOje;zhd{ ziSta4l-`Q5l_HI1jKQfg3?Xn~&{9I2-)6v*zO|CqS~ zptyvFQo#Squ8W&Hkz)P3Q}Lv@KAgY@h3~W_P>ZTKz#J&;<@JPgYpd?!VlT1(6Bk#^ z&)Ju9s(6}+XiAH!xXs7^Zyt%PqpZiF7Zz^B{708ti`DcpUt6IO*Go&Y^&7gC(XX*W zKS{C5cP313p6GdWSY(y{5t_-v^cmIak)qFm(YaefqQXKTCh;wDM!L6kH15e1y4#)g z`TEb)LA&3L_%_vuh{B`O(!#ULq5`@!z3PnERPyBrm1{Liy2y7`np^xz`p6M^*|%H9 z<;tf02Uk1vSU$=-hC}6G;G)DeJF7EiZKL$cD}fKMbYS4EmGXXM1>3{uwPx^vinLD+dL6Ta z$U^MDo~tPQr~z-S(J9S|fiptge^;8-?F!xeXT!wPL1BFz7L`86dXy0|AA$@SNi0nl zK4?@zs;0@zWclTBZOcmV)6xads=kF-SKW;Rn4lx$C%jKP$WIresgXVbaLFmV?^2My zc|)hKPj^$8Cj}Ak;;{Ga$-~Pc#&_jsx;He zEPub%6(V$9jj|Z>mEp8e>p@E`i9O`QjE-crTEp^{5Ows0Y%6O7U$3maJ$rf_Ii<~3 z){_0;*ZgGiH{^wR}C{=`o+>Ov&;TYACK_TSl5Bm`1;;y7)c>)6N|0{{l<9sVv>#{lS88V`ZpIB)0vxH z2RJ7lLV3VcJJY*4^>|nJ-;pjT@Vr+{92_0@Ae0TFG9w`DxBg#z3*y<1afk5(z23u-_IHlSnV4p$^>PoU!UK2 z!)oS9J%h6q`MF}{7<^3%es zC@lI=Q(vicn10uox;FW#@`m)sgIfy@vY%&SzE570&eYEYN(eqwbv`US>nOszg{zQ; z-R@SE!fG#!)#>d>WO33Nd zpjQ_RexBW0h4pv~qTGIG&NJpWNXo`-3HS9+{rNQc(>yz#Kxj)fDxN#El#IDi*gf|2 zR0*CTt7}TEjwG`WvtYq}7Ly+&kQg_Retk&$tmV=Uz@^ZgAcGxIOajyBjsp*gDsZ(S zSO;|8&{zMn-&ZCQ-D=9BS36xuSC&zn^`YGS!RUZmRd*M$vZI@j6R$|zeFil5hQ^PD zWwepeFLE@)?gTv(&*P_$3Zjy@F*G&)+&K8f-d75tcwB$^4;4O-QZeb7lNsWPsUK3H zj7?00+-N|a)DkeST+}jTAs8~Ps%mWNBv5Ehi^O=NjL{a^9;4t9&=dF3;Y0O+S|^QtjR=)O1~$w6805zItd_%K&+#VOi6g01%5 zgIXqATr1Macs;uJgR2*FcZTil>;QK90(9`WVzB98JVf(XZ*ZUo7kIzzv{l184N@%1 zL1c?gbI$}_BhD3?0xoNrfjkiIA`Rg&fA&G$8;lfm*~2aIIe}5Ry1Lzfqd?=8hL`u$ zKfxd6`x!x^=Nfon=`WreP&yAf4evNrT3s2}SZrrjAF1HA(>;Aj%TEhZJ|BvPW7!r# z@K`5XHAJoS#aCL->o{%y`UcWdNl6phHj(!r^LsXMpQX(_=c!=WWSvVpRXe!jfbERq zP;Y8sj_6)pE$U}f4x`~qmH*Y?u6Q#WgQn)N@m>s~#=QFQ)hpJ@>=2g9`@Y{kaI!|B z@3f?g&~-)yqZNgdWac%5`cju1x?|#`XV5%(;`6H)jVMLlKw0_Y)+U0vUBc3GtG0$Q zAJ!d(2kGx0@~1yR?UeU2u|4@hIBS72NG0`gVRUQJcK+8=!U#!U-oK|wcy}c517f1m zWqo^G^VDaLgzg~i7^cOP@ z5QqgsC8kn5&Zy3UWW}X}y%+}v2Lcg0Sc~JMuc$5Pg+r-Xee^zsT^E@jA8nN9NnmI! zUG_PkqRUHi-;BQ-CXXKNM}jdj;}#hgVi;Me5b5+L?!NPMP!%bVaZbw*2{7bhoHaweR;`pOfmEo-u+^h59f=e#m9;(Tt0V@OqEujY)pT z%RlLl@TP1f{&{a5JHbxEHydPKB%1klt6r9!((n(o1>hn)m#3kAt+G0RS85uCw zM9yyA&x3{@XuqrY_{cGAbACQ(oG*B>W1NJiAUD&Nxne|=1&tXi+DOM@$TJINMX{4o;k>b!FWcX zr1;)k_x@fXeP{6)v@@c1PN)i1T|9M?WMz1MuTfW0kVhc))GV1aqOgsYmm`JWJtDW9 zMn&rA8XA&*HHMpgF!+U&-b#-C!A_+qCz-C5PdxrpHT3_jvuDrx~x52@|b>N|{|C98t zvm+GQ3x6%6pkUH@YW7)3wU;wnLAz`5Re7EX$!im1cC!&99S>V9Vj*5MBF=*L-NW9s zFqL{eV}|ua6*FsVBx`n(k}`qqEgCX}kWqjnd-&t56)peMce`!R#FgminZ9i~jat=? z4oylWj0e9VmDW_{fZ7Z+)S6maW~QbT&#Wje-dd^A@U=vs2Ku6CAv8riEd;)0lt+@_ z`{#UzMPJ%@tO=p*1cK&xkPZkx&#-oSeSIqz61ltbB&_Nd-N3>QX?igpd@d~y5Cg(@1bz2-QOcQ1GJ7eC+W)x5cP)png3a(g)&yMkl?pvv&R?pI zZ*_b1+@aIZpu=9Iqb0tlilK> zFVnkmN0oov1wVkGNfvq1L zBZAyx;fdC-WrcuZka)kL#|WZWV&N~m{qLF!4h~eWqhj51lR>b65c1j~kgV7Nkm?2+ z-2oBEL%*_pXzM2g?$n2qhgW1ohwExudB@0k4b%Nz`t5REPiiqa=GR;Buj##}e{X?d z@8SRAk+b<83ty*BebuylwG%yV*<;7ewXL^=+NCFTLp1cs;y${cNHp;+KY1yux~fRO zKMxmf-RFGY*4F&Gr|V_KICXLSn=Nza>R)Uv!bTXu%P9BSFnQBghYi!#`Rq{#cz04x zQaaWsseG=zjHC@t(gdrjYgLq$KeXw!nsVUW4+OAhR$)CMWULP`F~LDu0TPa+q$H$i z@NI6cToOl6)gcEPJ6mCCX=c^uPsqN*#!>XA1gW#VC6w$?bxg7xKq`(A+{LU$b*2-G z8SRPMwlZec>S_}WT;t7UdNt@0_{Au&SKuk9!fngm)odD)ezi2zs$4@X@9iTz^3Mwub-M+E*|9srEZBhwxg z1Y+)6oJc$+IP$wAy!Q>E2N(!*)q|x7Guy`XQB%dhjy2!sT{1Xth)Cs6p2)Ogd$CzD zW*Zs=lDt;J%Q`sV{nvD$SiE$0MIKHeKI7n2$Lmy;`XL8#JpR)#G`Kx6K_o>d@Oeqs zx^Zog7+=r1t(@;Y*&|^ zj6@fk*~km9pn||bz26vU7;Io{2EjhLYx61Taf|nL>9ar7+>ud#yXW(N5ALkhZT<0* z>+&(-Cx|}XndjxvtiTgL!6Fh2ev#(zq4Ts=B%2;#-${r?zyFv4w`X4RM_O(DK|5+! zyh|jtzm2-V_=eKukIMHpRv1N6ejnvSx|ax#380e?drb^7#_$g=?Y)c)@h;<9e&ia@`GQ%Eo}zWL=a%j4_vGRvs!uvhTo-)+c-WTLqS=T1+D;Q zEj=sA);(5+XFNup)v|$tgYxf^1ILTsu}qe9kkPU~P3&hRhLH%OCF4ElCFD7{kWOw; z2ujJw8T>k2hx&x7k1bR2UPO0CL-jjeO`RVgMU`}Pkp6D4 z1Hn6PYHt3AyTvv74Zm|m%V&&OP#fjuL5vsvgiaq!$xqkzXjv?#C2Tzef~0#m;>Z`( zEt$ae+fs`>{0M2`RA`xjzsEuwVIcYnH)Ox%^crVq_-XmM9+8h1R%~}4LDZWMKTHvF z1cBKxNlBRdcJ}3(!k%qa>iw7cdfnl}|9Mp;!`djMYU z3iEMtQ)}y`zwb&jzkJypo9Wm(I_f;GBg`F+&iVO)=x^?g>P!lytLGkz59{5igi^zY zSgW<(2y{L?~%P32sIO}VXOp^%O zjTHMIyfde|-200P-n}#ZjL~DpsyKdl{&MN@U)9myd9WtP@$I9Z(-W<eHk#!3$qON8Ci8`qJu=mb7d(`E z`&vo@b8Hd21td4l-xBs%fGP69FI^=(h^G88AbfgrfXy^d4q-Pepo%K!qxW&H0hR3X zpjhB)v-0x%b&CP8&2-P$>i`FEyd(S`Aw?A^stfDCJ$3n zTg+Ak-6r?$Z)9!~36}}`X4F14Dq625s-F8BnwM|84hb*!BD|M_t-X_34Z9845>fxn zKBZguoh!TUajen42#H||vxi5UjGU0I7G~^|_lcHr;p99ZIdlsYpYGN9f1{ zw=GEakk0yzYz3Npf>F>vJNQT6y)Ioi`FDZ)>^pl_9A)~umNcQs`K-kP;V{FJ=QwOQ z?+G-uil=JJg6ryDL`NG)r&|CAeV800i_W*hi$(l;#r1Zzqn zl)y))>~8DMiOTEOl4ct8{595+W!yGrwO{=qq@-&xqjo}6(*5qM*w}&%V!Dwv0!x-O znE|r=p9@=#qh$9DKOv4$&!q&NNF2SM^(fIWMx&sm+&jh|Z}-kb3HcOh`T;0q$W zmG2dou`{xucP%cvULWgbg;t$khdzk(AlCpl7VJKYjE+#ABH5Yt_6Hd&p!fQ$RU7{K zGozB!2b(yE!XyXNI6rU?__w$Kd5AO%Aj>Y@Dfe_}F6^dn!302W@t|d~)KwGXZ<}X! z_HX>OUz+mDGI)^!LqU7otPa#OqA!nFN7zRQxt%r(d4EXDfS5I|A&Ka6y2d_@Dj*At z%oTDxtU(cf%}=Frf45w3v`kjGvcvCUTJ=kXP(WBV8i9k0Lq|`q4|Sp+6?Si5A2RXi z>%uL#`f@d<=Hb#3K+y*yXe4d`z^zJPm-qC97|8J37bgc`4`qW}@AGa5rP21-`-U_K zBir2<+YK=xo;oAhOn%gBu}@@_3JMCKN%!AH02i8d@5+JINp_a5Yxjk^bu!1BL_~Ou za&I+`lEihCo(MEzvB9oF7ocM}PcjYUW(OwttuvjgTM?wK#P9B8!uY=I5?m6~9f(PV=Z)Cr~q&a$`i6 zz_y1PBrizaV_{)#(Y|3XmgDbZ5^7dnzj2(~BD2HUlk99?2pQ!L-CUcSAGFL1FK;L= z3J=nn&FF&X!%9w`cq}jaJw~ce{V|;kzxLtXY#!UJAb?ha-Z4OcJe?!b05l>XX`PEG zAsA;pB(u){?7)=y)C7lDW3|5<(`NAnxnv(TUxVX}OZj6BvQyKQR;33gJE;=$2}!hY}UyCH&+C;ofwI)Q%?wHM_h&a|<@5g~~^W$&K zM5~MBf=;_T_YP@0m6Vih|B5CfsVC&~_S|vgvvSsd*NKg>HM+R-KGG$}YFV|U78KAu zgD!;kxllldK0rA*!Eq$d^z`ZUApg##KRUB^C~!sp_Yy$jjL@^Xgz(ieIpl`f{+a^9nZ{BKYJUD?N#EskfO zGhc}u^*5?kWLxzZKB0$?kb*B3qIjwau#aaNPQ1+9E^(}n3!~(dDTw|y;?M2O1}4i_aqewq*F2MYxuuUc1KSE4JNs0l3D#HL?NZDNn|Wd$;)~(eIf+W2do3WaB{;p&fNEVq}AEkHJqzb2+EQ< z>?yPJ6eN?QWcxdjqTqvPNoD$xOs);@Vhj;3p ziejPa;oVyW48)@T1lf%bT1;DRq?Vg$rl>$yVq^D>x7=OEPmUkZxa7L>-rD5T+^78!r99+XIrFY3%Z91yGxm~U`=0a65Ucc$WvTBTFHSCH^N;=Qo zNzbCQm~9Ayi{JxIGBp4HE&+f4{{CAWk2RfukL&@Z3?y?S=d3U*&RBufVghj^AYJ}% zuLtA6@2?lzhQJ{JIlX=@;LBi~xBc*c1-~v_2uqvxWppk&Nc#tdA82?VCETbc##G+6 z`@Q|6)uPf@;sMT~LmazV6DGj9)VLkye)Tj+JOK5(+l45xJ<{7Tq z2Hu|mOUhnVId?7oyO<=ci#9C!?I>K9bD`tr-we2x92(#Q{Du#pFrcw|a>47gNdUPn z@qOZNJOvjOKicWyB<}T8Rab)(2y!8TtDvN#1a(ihDaY?fgl6h2N8ksscU53y+%poH z*5ioAe;hc!(r(0t)U_+eF&To!2xdp4Gh=@FwecWk0c+IT+_z)gW0i-$LkOY-Z^iWZ zLC{@x_HFPdIyrG6k*_*~ut`JfC>|+zXJu7VrSXBlA2xft$)WL{TvlI|yr&}8bfG;) zxn(M{6hjd(>;z{BBw-wHPfM~)Mo5%oGC!nXed2Q%ia|ug7rBCRTWDCXqO z^7B)rQ9%0AE55F<`+DqmQGevNR(iAAR_V1ZIPCl@Se%^bma=3oKlWLwa&EEtu5p%@GiOAy|c^2Q%PtA z*zFLTUW9c37za#OE8!@>C6hYOv;hGK zvLdpEkbNTWLU2|`UU+%&m%b+|wz8QokO^osIoaFFVzBbsxWo6$MBf=<$fiM0UxAHL zvv6_&jc(EN`&{0;PqGb2)D=c0^*isLfs1 zW>pgYuAn@c8jIOrlE<yg9XNW)kpu z0;eRz@H`Y7K_hc`a&oXLd=&)E-=&iaxXWiX7Ndu$$)>kN93EEr7`h9bUV0T37Xeuj zT!)cxtjI`27>lVrf`b+>g6t)jAs!qZZO+z46csT5G6Xhx;*Z~S{&;-Nf_T3j zELL#fCe5}s^=nE5VUeAe7a)2UD@(bU7xE?G;t#z=xHoO5kzydGye2T8pdzu6H^ys>qpH?*Vp$>BN+`f8WP^U{wxy9ek(8a zz`yTJ6hiee)56tV^30;5;FOdUW-ko!w$%gM(Unl;f3kAvsjk@!Bsa9uib}w0*dP1dc!k^M5<_?wJSDj&Qjj-_p76fY}%Z z1WH=rv-{8&s&w%}suUOD5kYO4lb@fy_bwZf|FJ3uv!fM3&H8{HQeDCnL_!GB;v{;Iv*;SK~oW1^J{>LzQ z?OUOwVvl*SF=4+|{j_{K`W{MF;b(#HLE@|eo(Pc)tZE70ZT6`>0|OGck3Qh-hOM5C zi1Y7fIuj_YpPw=SU10a<6<2jq>_q88d1L8nku43!{!sl;L`@$e=Pj;fu<^Kk6or)!S-IjaU^iKvLz;Js7|OJfN365T7h#3w@Up`w*83+Az=MdM%|m6 z)8Vq7dT}j&Ahy_Gf%8O-uS~Zf9plH>)cV(HOXiO@*qX>HB=ndq+@H zOA}(U@>z*Op|oN-nknpW(GwyhTt9Sh+?&v{ruxzn`g@XxgN>l$2@x?wSmMYdBjN_H z2LBC3k+(hRp%ZDuSzN*mtNLY;l0Q)?dVe8=4a}ABI|FDF>GTbj2y544c^EFXW?TP7 zoe8`Wfrlrq!^L4D1kz6Wj-4t)-p_um(f#}!7MY?b*|cQ2U!i4tVqU*;Vv8dCJJQWv z>1(T$nW#I}H}v-JBO)?q%>%4b_kpAQN|JxHfy?IGKXk)N433}LR!q(Uiy4eNx9~cI z<(;>axf1D`F{!EVr~m1@x{smGR1hq=4;l`8NL%n&T&O`vhmyUy#Hy7Aa9S*K0?G)) zU~-6i8G&-MkGUlU`l`}7iFkgMVsv;0P*6b6u^HU>SdC%BrptNBR=@Lwujti^U*RRe zp6&e}Lg|r6E&#eBJ(#cGIO2n3)@0M|S>q;~j;9fEJicVA6LB#nS{0iAxlqIH>P_|8 z=dbN>!0UmMk)I#f=_kghhK?*CE<6sMoJS|;6*8S{oLcWGuIwoizFocudAwv-4`8dD zygVFom}p9aRZK>!Z&;Fi@!*V= zNcifW%*hJ4B<_ znK>%x#g1Q-Q+;UjP^~l_Yc9-(=xr#lDTREyR4RmjLn}=r|Z@Jc^a35ELYxvRa)z z*Bp7EYCv=Oz3!r>eRfyKEk9=E6W-v=?u=|w+3?dnhv`7FHgMxaZ6+?sY<{`Yh3_JW}C?c z0P^%f0(NY|Qw^BfTenpmd}5{vbnJ>ScfU^X&Ve&1SApTOoi1UgFEvO#0x_uBtOK@8e@2g%A*9@Cict;gIeS*KN4~>+bWdy&`J$s59?@$SF!9GJbs{B zk_TeO!w*j6HAH|8MN2VcKQMOXU9?e$x6)^|RgdDSJ4)Hsq;%fg4OBtGpddyC85%(XgO-Uv<~3+l z%O&vy%`^$XYylAL*COvB_T2t+)(3!Bg9AxQMut*|M$YxjX^a8A(Ckc#Z);&yG5Vg^ z=H;Ma$XQTc=rG~!?CnR{EPLuq%%nxFe73i`+porGx^U#>2$IyAy9Z3QXn(Fz+{la+ z6X73vpDipUrWA>|FYV4|Gygba?ey-9tt0o;`t7y@o%H^}v>^Shk8j0(8-6{mzGH0tP0=x!#5L0rwCMj$H((#T`fFA-M z_7l=+C;PG)skpejxInzW)<{Pg-2qlCK&?9~-uBfUj>tmkb`h@|0UfE4PiCLXW(F%p z9cUQ|N)~-fJT3O!2nvb6*G&8(r|2<&dSws3bHi%&p><&GI%Yv8@Z&H8=U1G9?y}$~ zcn;yPk2g(HM|-~SXm|7%s`L!>Q9)}D)EFy!OQ8K2ns`jX$Co5khkAN=5?^JW#YC-c z=`^COa#Mbw*=s8pABpXQ!cVm#^s_P;KoLU9V840z^*=zKru0bb_l=!5XWo~GO>|it zi_bS65cxB{ynPpo46*R~qaRz;xUXadL-2{tY>PXQJZXV|G^lmnffq`rMR4ZBB!}fL`VFRGt29K&(+D z2Wkf*ilyZUi0}sc`V1G_{gJb1bxSVLG6@O_!dL%)TPA$euTFruFtu3UG}|;*`?-)& zjcBu6JuKh9I-*!zur<~X3i2I9*>BoLMU#-UncTWfA8;*!z{xxe<5vHa*rwk2;K+pX zy_>Xwoi>S`Gq)DBEg!`M!FWhSms~y{H?V_s*#(XSD42)Ubq56^;%AkVLZJ%@Q_^K4 z6Hv2g#zi0AdM-Xh8o0{+uH~v?VvE8soE9?hc!0gF60p;iQ6= zLUpJ%A6D$V`04UTa>5{i5mA^p)ARAjHu3b2wNiN01!mSE zfD@ypqD_V*wc&5y5MCaUJ@veyTw15g1BWEZsS^<-`e8bQ1+0dO?>OpCwy3z7<3mIH zRiNc6BQ4)$Ua7PWm0or4o!$2P@cd_~Rv*}ZJAnq_)3?G`T>^-#iXyc5 z(V*gbf5Qqf3mG)S?l3B9USQI6VdLV8s;IC-NNRig2bI*KXhc+6+K+mbd|=AdLxCvl z99S%q`x^#~#?EH+T3nWYKsaCm?>+!kL+ZKwpM$&+z6UvQSO5Nc#Y9$A_$Tb@qMnX5 zD)*bXTv!;Ds5QmczMfj+-B7nutpGDoAS+`^cZ zQ}6W`Jx=>4W&rn&t5pLgHVutL?XO1n?a%S=p@=9cR@Y!_*(Ws3P(*Xs1b4X!#t-sF zT>p>{zdH9`cUgN}pnFQy#jU&aXQzGBjEuwljr|Ht{_j|a>aDlVH? zd}x>71XvpUy6x@iIA~BI8MdG%ykF#fl<`4ExTi0|Ui<~lYK`;mUs>k85pto72~tF_ zsX(loXI%wrqTJ-?n#?yM!7seR@l$o!jan4x#4O*C0)Rp+Sq?du18_G`yv6+gJ4RW> zup(_Fv|U$XEs8N0*U5zlQr6$EK0C1O?ibvgImfu@;~G)c70;Q6Km=D1O?Y?-d$o9f z|BAnY--#-!K9)3^HlHy*;_g6>nVeW0$854bB8%jfxTS_8Ewjj&l~1u-CLLX2V-w@$ zf6CsiZDKtn)R2;~V*@EkQ4Hkp{UrJ zGs*L(6ERw=7BbI_tF%yGTOv@_7;5A8YsxmgvjB-?vHpZKLxQFp<9$!Opp%hYszTAg0BrL0h2f-9=NFNt? zA&|pNWKb$x&HjzqK4#YGPs+X$joT>+w6VO!jTf%p^i3vMO;Y+((80y6(^UDf?(mq@ zgpW=M&qdAk%*`2Ms`yILYOx(^Mj&lqZdhoO6Xats=`ek_BXTfxlRx-_gi_sN03krJ zclX+S!S8niG+==dB$<_!F>toW={n-`l{|uLCPW4O-(u=iR9g%M=?#LuIFj_}Wq%*< zl~a^RLi9CSMZ-qHUzUaF{Q`lsAj;=X@?7}c;Y!-74(38s0BA!$9R6cFIE3nhD82o=IHv`x#Ui>hc$}J|`m4yI-bpKgNB|Q1W5)&7z=ZdFMuScE*|?KCNGE5c~F)j9)er z6XK2ikx9M)?K7Hykn<`IS(Pt2T|N@u_Re!v$DT=)pp7^gV3iQ3>)U$V%Fbe1Q{cMw zD!NnPHQCP98o?r==VhrUW>i$6$-q^#l2|UxYEA=y(|;GD)QF=sjDW9i@B@xF(ca$P z(?u-r@1X1mcvCiRUXO&+!?ghVVE?baaupzhZX&!rfPVriS)n&rx%OhyHext-;C0<8 z;b5E3yezpp{Grh6}7vALz)xnlH-wC}udqac~K75AJ}0+cAG z0qN6k?xU6$jJqsT(BE-|Z`Pn%)9l?lDj}ikF{dagzuqDS_}&N!gQ}|QqQ)dHugN@S zUoDHdPo2py#kN6bxfrM{lEvdN4cWc8`t0S+33HlHW2(r@vqTulH}IeY9EPDGr>QMZ zq2Bs&FHEAN{SLaz5px7Px1_H_lE|kHgub%0+}K9K6WJn|nMxA*JTU%xwKE6&Y@3)l+4$p)ZM!|Exij}azD`cL53 zmO`{YE&HS&k{T-bTpU4?S5_PNE9pe~Wh{_OdV3if8t?vjsUR&4^2$&!pMi#0A0&oc)c3_UnW=%;j@x(I=3lqbC$VcPgmQQVklBs;K zUX?HMbU$!)c@@W>YzrJLxFmNS(fa0Ea`+;}sYM1c_|S8c`Xpk3b} zT&Rt1PuG%vo5jsCbs*A6r03w^dmiKRSJOyCRBU+RpimkvHn#0zq2BBU-wTu~Ih0%T zILQ(Wc;9Wu-%7asyh=$aYagD+Wimgc0zg`J=f)AH=2w`vA*=i0n{@YdD@#kCA#+I5 z-2T$HFD|b7zo|0C1~p|tg2^jnkL)w34{K_;p!EqWCA+>p@y8E&K0dy+&CMJb9U%XQ zpFc45*V0BGC)x74`+~$$DTOy1_$ws;$@>j0|s!#*XK%(dV4=rUJ`KT&huCH z5;=&2&Os}a;q5n#_(T!Y zFVB~I-unsiCd%&byX0qm*vj-B8+TpX?#;^h@;->2osK@JeP@T7=9apk|(n?!tk z1wu|KzMh_;7mENL*eK(*r6fwG!iSj^#AWv9xd?1CsV~_nHbtC8L@Ayf$=xFZ|~Rf8-g<8yPQr41rXwKy4F`mXi+dIPK9x#3mtH$mfG_O-%-tOOA-?rgZ~a1{Gd-+yV&(z<8fq zXJl8#bask)T};pKLo}|}q8&zH2P9eHl3Kzt4(#v80830~rf496uve3dDY8pgmI@L; z6FHcU5S~$Q3J!O=QUzdTbc>7Xe+}qxzfE@-oj1IQ5xBO!L-mxJ5TFt1y56LfQ=!lE zvnRH|J1w^IX9Thqhcl_FoE_l$Fl0J5#-9okl|-i{ZzVQk462F>V90?`11VAh65ME4 z*mnl}yaF9c>^mB9LavqH^lC#iD=sJ_OKrFM8qGItlO!q()`WyoG z);#d9OB)*aypAi=VT|~(Zgx_hBeQn^vfHrM1>kdfT+UrwB3dFf37_e>u{uf9FmaM* zcXzwB#5WvcMvsnuS$iNVk>xCFv$j>Mw103v@CBTk!IBX)Q0k{PI$=BT@iGhDgyAr* zr9s=}+1O9cg>7DW6O)8-atA7D9Iy0<@Njv#JUWKs9m%(xF}$u|IUP^`KG5vvr~0%& zSg^5CA!JrZ&i?ATa%C5015Frf+)o?7xNuA&@VJed2BPHh`(D-c+nNjr#^C!aIx>lK zKMq1;gzdw+2o@SNl}D$hcumiusb!H~v#-XW#9M->s708Ic9beW)*iUa^q_nFdr2G~ zoHs7`nqX<_djkgzUip7NTXX^OHh=cRS-swFCH}`pHs@{aw67t!hrWx95PMT`HfRQgeHsSA`dC!Sy2Z;mg$2O=~mii@Y6sk1IZ)=ZhFi z(13tY^eXXepi(kaZ>z!a21KI(V)J`Xe@@-Bw5`GK{I-J_4yn*DQy2&6k`8Rv!afa5-T21kP z;i)Jc*b1M0pjnR>CCu=x-1GS5S$w+6A zuksDZ;tS8oF@o{n_ndU-bIU!>?5Thf>00R#;VMX`}$dw&vVj9;f14AEGL!dzyoKqx;6gP}Zt*kbZK zhNY@A;=GAhyWy1eSuMCtux#bv%=C@Ym^#gg6O3XRSkB+q8azvT3 z-5iQ&*X94UE@0iOVLxB>j9Vrm8RE)=Wd2*A1^*vWUjda>8ntT&5)zUM(kU$+(%ncZ zAt}-z(nv^1H%Li?NViCLcT2Z`fJoQfXa4`*yVk5V&aBaak8|F4?Q35BI{|glsQQf!4(+5q9wDKp+IlilH=3YU#<5f@^&DFm>BTZwds&hT6nKSB)plr_4 zx*`MTRp0vqp;L0IGF$w7l)ut?J25CD>45~f~e$^Bx>rw#kJE$#O1MY!yzVm(LW#+e%2i>`IF{UkPr#U2w%rHtgBz$f>2#fZRV7$ zD^|4_B`xi@TsnPmpWS37rOBwqr90M4HvjOuK16v##2sPHC9ABA#W`b-?Qznr3ye!j z4Fl4VY^aGiF2G2Lbm-EcY>pSMNeG^XJ5K!13A;{!)t3Wxt$WMlN5j|y`uuW)AM#NO zzGS@7{gf;n>iKn4SXuZ6NEotYq!tV<;oqQ^fCObG8w-0!Cb zfn-Dk7JL$lUP8Zhoe4%$o2!26NGCC7teYnGSt7fy*9jENg_``1qK%WkQ~tz(7gF7! z;R*?jKED+B{q8IvfcDO)HTfY$7%4SVg25y0`+gF`%2&kLZPaW|e}#K+A5cZ!4;J?Z zsI(ITq$3U?;4o;*%53q|cN{X7kixPpBQesyl!BH@4u6awbEXA#pCuR()i~Hyzd{f| za0Z}h0WN5W1W96MVEYtqaJwEa_&GtmoUhy067PLqD2Lx~*V3Uw20G0}xnr338N3M0}$YWy@ z7^gRIg1hdx%$+rn=Uov)k*T~6=~;qSy#3$)*QL6>ehW|KTn-f>4@)|e3`gl+&8w}+ za_A+AjfhE>4-^-vObg@xz=+)zYSIwbu2oB^pCW ze{1Me^eC{^sBr*sp}GF*cTJ$m6%;Vw0}q|9w#24i99DeusLT6;y}hlZc~k7IC22uk zA)XCm>4kOTrD;O>C2Vfu*R}F-Yut`sBx+?gSyp1>;dK|;lotsLxiip>4n%{lXkfzs z*0HObp|MetnISTD^PC;+wC^0Hk8c)h^c*KK3JY~??I}8yCBEi)veX`IaFoms?$RiK zuWs{INw=FU97L3ZgX>`+5NHu4m>i$=6^qCP6V(~}Fclhr|w%g8;hlaf` zvAhA1FK^vX2^J5xT8+ywi>Gq_Ih_m_8G^&~&XHc-WBZEeklb9TU#9Vg_m)MaY( z&-zohSBy`xavqA}2z0WItsTwVsFBI!L)b!Of)P0z;EHv}(6gpscp5|ibv!JfCQM6{ zl^klIaZyplVd6ibIJKD86m-MtJ6UT~kLwiDJ!QEdDQIOj!t&Hyb5DKoV{BMvZq>r| zYUK(pIb@9{C>-ww2PBlbHGExxuLx;%7P%a|@3lMnS(JRK3BM`S1c~Q7 z&+I>xI&5pTg%U};QO4S5tolfa_uBrq2GqIPfA|1Z>(FE1SXdaVD{yI|1M(H;N!P~Q!5Zhx(GBvBuc#MxGdy<~+#BYu}dBtK;DBZ5Te{s%;u z-&W0oAU8~+(4QUE@!q=q!upOTd7=e^ft>{RClu;(IaUqTs`Kzf?C_`936Q*?W1?oV!onQdpx2?)``p?T zQNdAxu6Z9LNUxF_RDH#hz5t~1S)>fMn@{*z(7YtcsbuIDjW7RYKdej_LTuExHL1Z6 zE;(en`x6obL23wkcrXYpl*lj{Ewu%gRhBPUa}{YYEZ)SEFNK7ZG=n!FHH(uqb~bNr zAswE#QJENNBCbjLJ>$|bXmfWZ};6N|e zl2aXNiG+hYJwA#vpmNR$^#4A|z81`SRE9yVxr%8oIaod1N#o-m3~t!xsM7rc&}m~2 z7zhK__&9zST<2Q%tvJZ!&@43>t}{kEyiQ+;w@mtu-Q;_3IU}d1I;VC2kN4->J023m zB@6YAltKsfSCKiWx59OuBcBJxGQ)H{=n1=GAE`h}C?p^id0buEOxxMnK~q;kl^V8B z|3o;sMAdf1G?(M-3h8*6J8t8Yl$1Q~(ba~emU_1(rXtl)>Zh2f z3gm43k)VhY1L+6oFz!39FZh8_JFUF@QEWHB_QN0#F@_NPEuM<}d<%wBUFL^h0coLC z$qM34XA>4qWsrB^%*1H^zY5;f0t*H zyw(rBvd0TJX>b?7#YVgrYLY%T++F2)Z-2r~>(Qz(=MNa(faA)pOlM%1 z+0D%jR`()a!5f&kZn}sac~9Ef)-n zIl`t&rI}gfP zH|MI-g;U%woRPOwcoJw}(8;cifB3vKJrCo3CmG}cOIunpc1lUXvkvqOm>QrP5ypwO z+x>G!9PyIUQ!;y$lutc6%axl$?-A|%>5yjrn6F<)EGG-0| zknIIVqjZm;^9T`!LvtGfFrEvLNYK&630e_@n*_%6G_|~qt##!2{-i7=83Rd9;v~3j zMKki6ngkIPu%NNRegQkz^768xl2T*B%#34qXc+$6Mm=U$zBeYi>YM~~RUu4;+7j8~ z4|cZVcHLUumaEEOMPxLDJ6@OY#jvgwYVBM#W)!&M8$t;L+G}9~e`4CIUXB?b$Yo*^ z@UCY+QOH-r-aVsbpj!-RCs~8k^yfnaJ+d^gs@}T_!M}iK9*JYgrVmm}@RCy6LCaAc z>yj-OO--0z%<0;JHnk`Hdyx}v0t0e<2Ic)b+0z_BJP#YVtHU-_vJ}~I+!LJeg@u49oBiP7Rr)qUvyobz8hbA|cI(BXTrTEX!sX!ct00dlRfo#5d3&D0 zoYAUZmOpBKK)WLbG>zJc-pb$J2I+vYF)oO!RtfHZy?f(2WZJ;H0C%hHUMpT8x;;9y zGXpCW27z~OA~&g2xL5|2pcicr2PI;9ynl*TCGH7!^BJ~jbV~~sH(OBtDKq@wl{fY= z^-)bk^V_&-V<+0Egnczs%?>66B7~(@0x((GHX#;_`j=_O-&DU2BI4xTaS?X`)oW@YVn$S`4kFvEf$mY209DCb=q|8`QhTLcCKAU;E2sRQp| z`SgEe=tdewf4v_^svPBx6G!vZ_d&n<_Ei8WLfa3+lma+xF*wK$|IElZIdMOK{u~@M z3h!Sj`EyUap!QG;{4JN{h0pl-61RT2 zhP>B~kG?hdPyY%2*Ka>Q=d9DnE-XCew)Fv3Gh@xUEfwCQ@Yq<1*$gSZ-G-YuI5?16 zrj$4O@9+S0g^J%)p`9_{3n6`Yc=Ro=>pct3wziRwBJl>69dMjmmwfvS_27f2ds>uY ztvn7Iv9udo{i3lQ0s*C0?bsar>3^!fjD8iBR4ccuvd8qS~^krg(Yc z*i0CKcY!Slj)@jLBy{We7oq?sF)7yQU}9L+v%4KR%gHjjawqBJ-@!`qi;t0C2BU`5 zg1^XbKGn?ja@fIpk!9x?=Ny{gQ0Ql$jtNQWFx9f)quPIXzqhQSumC;)c_|>1V>~^t zSJYn|n$FnjemqasDWFSiNgEL@6TLPsmQ`2&NJ1X{QBsnssu~ciJstkups$9SC6rG$ zvWMXSfqV1~B-J24~nVR?(65rJv8jiSGpcl;i8!Pah(R>S0p~|j<+XLQttN%;=Yhh~e6@ZS&Ee#cuEu)+bf}2gJRGXy^LB&|B~Pt73Q88o4%fbdpV< z3LT?DTebCOexTk&*zdO7EMhB9UPKhIxz-G0C|a?V-`b~HNc zz3yj)4S(s8?Nf^ZA>MnEI77epFu)}QHLDPP;eHvYyBjNUDQu!n8{>ZujCA*I-LQ9< zkd&=L)ul;EP8~er)Qe>iZz;7Ff>6qZiEVN~CDEf}u<(dvbfQw6Xr=Ewn}jv32o@Dc zcN0@n!#!2WJ$yunHZ?u2^nRz7Dch0h4%@SGuvkHhH@uFD@BdQB`*}0h5`Ur?oE>azXt-AMVFwX^jsuz= z+1Uf*QWfZKTJd!L|64;Xg+;H%V6rxRR_$PnkHvb;_Nh<*5-Gl==t14JG*q8lRf;SV z#U*R&qMtXS#pTpo`8uU3r5gxQ2F)t>)!w7s$16-dTb7C`d?lr9%UWvOOE&Zditfb4 z#c2d>eS(QN^qBF1SAv0hcxXuWc>XD#kuftp?hSWz;+e*IWA zp<&ptVvqb_pg4TBhxs!~ATuF(&O3ZPLkh{)78ukaB-FD@jYDJdqRLp|Byp~bQ6f=? z_QMwb#?JNvOm(~HN`v~U#QdMZ|9NLw(LZ@srzu$6jGn%lyonW;&!gTt^D_ZyJSg2l z4n~37L?|9hvo;RC7HrT@WhjC&xdp;;phO1?GNR$kE#`lQ$$iAa3f`3sCDpomr^y8#-icZlPIyR+*ZPtYxomD|#t04;!)^g7 z?s{Y2HNl^d03v3frZ074>9o@ap$EDj4zzYyb{)quVm!uSdv@IOG|{M3lu%>;6`|YT zpK>OMVjS}@CG3TXI-U$u)yJ~35t|gbjMgT8!JmFWddn_QxnCsc+AX$7m3<+@il8RV zZ4WhgocAX?)du5erZny_#28rJA|GLVv^%WBDw3QpNwwW@aB*3gnLqX#lS5OPj=Rrt z6rYy1%S6eF=DGOIaJ+m928JNHg9E_$^Totya8Pbs7fj%^FgPlB?IX-=phl{DqII3{ zJ;xy?FD!Ear)|A||MT#79{jNjw$-3AgE{7dI^Oi0JCSBgJnsj_+S*!2J_z5?WxBDB zd{}GJAO$aNIzQPzSrai6|A`_yHRu@=QB5b!S@DJ=p<~#zy~*F~(~ZtGYF0Wd6+?>q z>bk89c)DqMc?oejH0*Sg`ED1g=vwg?wLAKERh{{j1_yiM1d`&8GVhdVFhntEiNdA@ zTNrd?4GciLOK!`*f8hxaLp7CUcU!|HM?MYi_MvCw4zK5bry84)@l^|)UNgChR50ND zgdH6v+OUI|-w=Z~LJ-4*<^H__HpB%8Nu_3FOb$8Z_`SJ#@3wbKTdU3Pyb$IK!FJkc zX+$3dWqEsdZ~Qy_SM*^{ATh#6S=n{nUE)r@;p-A#po_5g>KJaF7BNGrvxt!qrSvB+ zsYqKG5i+u=lbqY^;TbwUxjM&yp(~0IE%HrTKnxB|m~|JagT2Gwqk?Ptnz6$(N&ehq zkuRQp1SR4^8argb6om#ULQqgAHZ@2mB<4o<7dV%-p4Ij~V|L*H!bwo@?>(jPa6?1m zh^R#N)1)vXs6})-tX`9pmu@oTDAm6(9#KZUpYYp;o{x*Q>HcyCS&HY23bJRPvJSK% z2`n3J_M80ZBg9Sgq-toP?Eh*3RN-ZLtfr&W2buJ4Qz+m4h@B;)8Zmv?wr1?N=dLb~ zpb0H$mm5&))dfEifoyeVM6f^&)2uS&n%B9VP1L#Z0*ZAadfg6?1$lXN3NBCjdpaN5i6ivv#dNTbE6b* z_o54Z2`c!Fjf(J?3KS{cy`uVVqUG`W$+pBvfo~zI);bb*`NPAxSd}~czc-CJ1m$Zt z7nzQfsS`IBmwI{ll-!p|5R(=rVav*nj1QNxmt_Z8GKf7+&rai5?5I8~`roWSc_wq_ z5+6g5Hc}oO$oQqb>(K*lRV`^vCjt=>5y=SAFH8+%pHWUv&uHnH$l>e-S-Gf&My2JG z;Vgw_9=(-DKVqPSeEDlW43CdXz%qA?fU*w-@DT3o5qR{4NMxGlnTHixzoTGL5+9&r zzSNd@${T2ygf6Iuak{a+(fDhy5x_hAifO6pm4t~OKPHa)(7hO`ZT43oS|YaSYlhGJ z%6x;3+cHwJvWdH7GH}wwMTx%CCd$vxN6x&l3CS#B&qdvys?m2Njx{b^#co8L+EL3Z zxCUdUik+--2!;Qh@Z^9#*5Ts&t4F2?*P}ob|0m)4?|hhVQC5_!-7` zP2e-qFg(WNBiT$iWk%44Km0CKKQTjsgICT3PiQ%#qZjzyy)Gv-0FsAKwtwI$(?n2< zYz;x}B&sy!PV%K;trvY^7b$J0Fjm-?2rsRe$*V)&?>pN@7UERJ*+b5?DZ;5=>niS~ z^tTW9^Lh6g6D5r%$MlW7RT)hD_WaNOiGOhLQu(-U`d?E@bO~aWNE6aj3Y>eauf~L4 z%MpYGW|7wy)}2w4wu=u7Fn=61LrmNDh%f1i_1Uv$u*VaEG~DtGnvx6<$5sIBBWyWf zC`HzA7@%a29RVEx`5`j|VWgTez;6uwT2qq%`*9J7>mddiN_=~%39V>oXpjrS;0nkj zuTzy-nUuV~)p_n00Ox)#y2q2G6@f~84fV@IycLn)mt_1rXrS28^|@HY?!1UX{L zs_X=tA0HikeB{^f_kEOQP=}*3A^qSzgMyrqjWN~fhZIVoVs5XfG%|Ez+ICFKmZiU# zn2LYTm#!%2=>q{txFGM{wRrb#NxlB`kxI54IV&rac8flJ2;bh2AoB}YB%7O?A*{N1gYpYio|)yW+nNeq;+Y?WDUoN{TRX7KIRda|s;a8P;6xPIL^ zBsL{yYi4z3Ght?KU!vqB^WxE5-TR@%C?`XG?V)+#zrBvf>%-s{l{B0x~D_2Racj1VmI$M5iA~^In8_Ct=g$O+l5<# zpBNXn?Wq3BExZ5;E}FY{$NMpt^+zPq0$R3#g*z=)k0V08v)Z46)Oi9=p?~^s15DF{ zRcp`;C1kUwN;ef69(6S9VD%!cFQxG(rQJHnyG+^N3~Y8nP*$oc7Rslb!o2j-bnkD! z&Audj88D4<nRFpL%Vx%W( z?)rz2lJk6t{r1f!Bq)(1D_1GcX|F9o!-!R1tq#x9{~l+mdfrB!)zhQJKyFp%dzs2o z>L2hxJcJzBxvi~mgR)lV_=8%f!pg(tS5rDtltg6pQ^?j9rLg|;$N!?KM2J8V1yC-i z*a3Si`3Hu3Hx0X7%3HFHgte&LJfDu~6G;c&j%^olbKwOqG9+ZcB&eXJMHm>%uyDTL zN0cB3pA*#B0~bK}ui($0!3RC}Z;S&}%9Vs(VrP52+RJHoer)4x82{(;IxFfOhR=I! zoV6Y7)8>xCq*Sf#wRn6UM;F(W=$>~Qyg9LZ%}*Q}o)h-TO4RJ6*~%Tx!6gs|il+~{ znkIng!LoV<7dA4)e0CoLqn(FK5J-IDc66A|+ zIq>2J8vQaTVHlp8>WZRO;eylT1g}v4&rc`VPg0e0!>)yn2R1J}6%ZgU*XjivprS&b zkZ5}MEKo5ox&!_0H#DLEwQv5PLrA9$7q8@#mn)it?FrE;^ukUT^dXz-{dXZs4@YaF z02?X*je%*$M$a%S*HTuNc<0=kkPd+dK{+|VTR+z+46Wd}-RyEP(zECB?d7^qCYI3~ zK2Y2(o`FAaSGQ&7$gcH~dSZq0rq=_;`2gzVhng<11Wdw=k2oJe{EaP82jLvZ3Jt~r zF#{kMWcBp)J|f3EBq?%O{_2>YpKqU<(_?0ahFcKkGypWBS!Nm@_uW1u;rTmU32BT{ zo}JnS=W;AmeZsW#G$cIK0t#J|TGJTR>-VQ9`5 z@#mk7#3V_Jq18e{?#?r+-EPuEY03q8>e35$unj_$toHxABluU#pG$Q_G=*&gGZ!H53qi$av4jpqpZ1t&0g9zj@9 zQd$BDR||z6XGHL*z(@>VlJF;k4Ve@ll?85?fq{qMlYsKNVBW&_ z)?wgPGZ*0?Q@DL#+!NP$x=O{tK9W9?Ln|r!R9ZPLoZ{5`I^mtWlbp;A!5EhT%bc7q zXxJBAzF=ZEm#pH>-WS(XX&vOTO-xvVeYUb*NlmSd$$jqu6g)|I$3#HSD5yBmpYXIC z)gAHw-GAV?+b9TmyKN!WZ%%B-tR`MS%B8rsXRXVT`|oS>huc;l4FG{4XFYqJf7Gp~3XJ*x6vknW6uI2T0z8NogjWE+`r9d5>#~wq? zOmANjZ@UFO1H*D=tj=ju7Q-VSwod3mf@9+^Ea$RSJgjh~g84NJTm%7akobGta4ZDp z3Y3YPT$~;t*TjHd5T#s;DLW#7Lz2Fbw`FUx^lBvyb>SBTsoN8~w|3w4+l1g1QcbuM zY@wXQ`n=^nAn5odlla8MSv7eH05O7W1~j=D85$u+TVKqBl!|`+@+lD&{+AxAM-wA5I6tk0g0Ne`1tztbQ=v*jarCO0EqvQF^oD_0B zFB+Oka8PdJF>1FJcS(n&a0!7Lm^a;EVtgd1pa6Yy{-Li*`8RDB=ZSYji;KGFiTi~= zBa$0QC(2!#?5B7#v66&6alFF1I`q0$*eiZERW7AXzJ4DuDuWxzX-5S&AQ>ww78D2q z$#`&Z@M|yWs(pLYl6Tv;W9{hX{DC744a1wWiv06kKf&`B&mBcmd#^??Jj=?=|#GqyZoa;&9t>vZ0E&0+XK6OhL_nB^=o*J%1-Zv=0qJ+B{d;@Inr`VG{{y0G) zR|jA!GVVeGNl8h_wj(&u&&%uZkOa>U`lc4_mDRPoJu7F^MvV<1L=NaW+-F+sjI{}! zhLGhkFf}CX`sy)2k)VwG#K;iT)s+qanyIe)O4(7QdC1dw4Cb}UdP*`Ytlr*UcJ;@Z znZ179EIxDDpl4xY=klN47Rc{~cNmT`{D024j2bUoB2pHpGyz^b(Q#|X zJmdqZhZhG)4W^93%6w%1(w^hMhW(<12C`Ehfeska0*74HL?!lUTh&r_%|OiU?vM;q zvE>X8fCTa+kjaCfk0&ck9<<7L;8jcn%LgRHKSHPJ z518~=8M>zho)y~d{|aAos@7z^>132kjumXJ4KsF_tz=f0&89*&#rcBlzc z*8kg^pTiTSlHL3DyT#oTmaw;fm8O148jIg~US5uqto7sqbl(wiVGR)Qgm9m{ya`_C zuEb8um{{1@fNubz%)`qQW)u%$T;Jr?Sl%3kCx`dX@=NSGUbM7*k(3Ic1|IC~a2Bbb zp_!T4`t~*@8QF~_o&KM$Xu-*nUwmsj`Y=^dZWm8-f3N<{Sm!YFK4-*i(W;8La8!EU zaP&A(T65J8ApIM9GiZ371;L6KHGWc0(n2rL&S3CUH!)az75YY3JuG33}*Pq_F`};BJXE+e`?g5pZB~8BGy1K3Wi8ro}0M;OD91H z=sjB`$GSQQ>(Qm49-wZg+GCoc5xL)5YzA8q~A|V=S5v&*4iAm<7*w=1+%LSRlH_rFQL&&5-7$!@=>jjM7qU zK=Z=MAHf%4$I$x@w*|A}y;_zj)faTOVm2qSMj1+)S4SxExV9!HPJk4#pd=DU0MVgjqZjL%`ld}Gq znx1a;@7n7{QX@xs1S8J5IR`A1bO}SLLS<&psevyx*ltqc0}xpU{5dSaK?6*8rJ~vt zCag~{Gzw~BjMko|0-Ud`tSqkk;T1#8nAMBH=}`LD9$N9;1&U#@Jp4X*-y5)q?*2Y% z!c4lUM{++nSZd?IIfg+~Slfly!|9(A^2>|dYo{Il4?HBO&$P5)NIPj+LgJadc9s6S z$P{US+{7t**UV9nM5=_(L_WH;V)&8_;z583wbz2a04ozXjFwlInKxAB_Ces{zAJdu zobKTi1s^~}d_4D;-dJQ9lAGh+`2i@9+g;bOgIVP$9c5l>G| ztxMiYeB9%VHW!z-{Nd$b+`ck29~&=teF9cDB07?-g7sDAaO!d22h*!wt35U1%9;g{zfyYK*w}~ zRb3~{`FH{!(V?;BxJ$iGR#=#?U*L?-^2mh~)bORw2Vzhk>+#JFd3`eT)CQ|8=+*Jb z2k6DElmWjBeKpzG7qz2%5F-=JbpPYib}7sk3~Cn)E~%qre9bZYvSurst_e|&LS9REjOUmrhM z9Nodex>~FI>?q1Jc|jj_64Ph-X+^3~g{50UU*EmNn?!rOM7yUYIRyp83D&!Zu##GT z>vLAHV)FL(eoXglrH#n)F|Vaz#_f7R=0if5HQ;?&4~=e@8Nx zUwK7^Ev!xui`rHJ<>>~Y{A~~hAPSfP_43i#$;^&>J9HeD+Ke~suqO1L|5mSGOqe^* z>d>LQ*Mz6_pa09^4a|i|?$NCqo}pzaaQgh*?=yfn%7@P2kAw)C_>h!>zqpYHA&HLEY_ua|wmrG|l#yE!Jol%A- z*8*lX2pyhSimycA6WPO$!|+zb{|jDz>vKqhIef%Ou zzu~uF{*%?d_-4Q#o5%9C@87!NSnE!>X?Vl^=IX#T=vPO9iiU)Bb_5tRIjhuU_q65! zXk>xOF;tUS5n9zK{9!|r;InLS2*TfsQIAsyK~o{wnHL)oNZuSLd1@3->N>Cdy1Kz z5Um_y0(Cw7ztJ(#=C&G|P!|_bd_MMZ4D)8MWXF8;NX$d#!E~hsIW%0Pbw;);Q{3?u zLh{(ol0GQXL_;3iz`($Zr}&1jDI(doDbDlK5fp$v!c1dDDi;}pGFC4~D9jK;xUTNiZ*_*r`cT}Yh#PZfmQkv7pGV9>-i_p(o$mg# zXM0L(L-fyw0T(PQ5Y|~*4WhsSvvQa-`E)R-b#!;8=9C9_wA}jH z_|#ZRs-|Cp8K-IGbeFlTd7%Z1fV%+0k&oER^ID14*{mGK0QPQab>=4-s3BL5h_vBK zGBh%>JKm$-dp~aX0*##90p_!bQWFe<4FaHt5Sk70*g)PWU>+r;pz ztL_~7Ct+0ZSzU?EU!{j#f3HsrpE)jE$=HGo@I0(Ng<$YU>aT3Hq&E=Mg~@G02DzfJ zc|d*)lQcho75@uCz$}Bgg$dVF9+*CWjfn;&{D#3Oo5vO1K1_Z}?XU2&p*81QK_o*T ze*I|;ml9Ruw0OT=KN}@kgg)$3C~Ij^h7Ma(pYp5YQ|9nP7Ut};Bg_LLwmvjp-$@o( zZ5k0uepi_~X1d4qguSI5yn{U&6+sh=w1&NLLSyw@mN2vromcanb-iN<2o%XwPF1F( z-QF}%VD@J*B8V_s#JcseoWJAmaaSBBCMMLz?1i=`w{Nqun7+qMd*aP48aLih+Aq*u zS$FV^#Zv)UnPichMh&5JLq2|SuS_;g3Ou$xo*B}2;MiUs7()puyB)`4!h$7RWu}&? ztfZF{xdUhSd#H_LxTy=_4LgWe5lll68s zgmkqg$Zr~J@y|Q z5IjOn9X>iLMuSg5PVNmT$XB#GQq$+SVy}~avhrzBzZ)>iEHA$uEFLJI*Sfj?h9e%a zlxhC3-_Rh5GK&BGjSjwuwxRI@s0q>54s1T&*nH<(!a8xWRftmq`o(0?zf=G!s68zC_^xjb&I1>zkg$tcwp0C4pVP@)$?mUO-`+9O*WwA-v-zi$ z--13F=d6QoH!OJKG>$7$RvdE1=~Kl>=le1sfUC5mL%Z(rd*#KdwUD5o`F-d1%efT? zAjvxYyTvBN@+QXT{Q68=RvZih14*a04Zy_-WuyZymYn(vNh!VeWJ%%L;HdKuZM z-dhw+rZ4hB^|<&Fry!|6nXePZT(NAVBusz}AqigwiIYbLqU8RuFc{2r`HY|5^HRm@ z6)i@wrQI!o6bz52AKeUZMRwXxv4Fan3y=d34?)J*K<3ws5y~eE)Gukc9Db%OEO30m z*q&EcVj21H-u8T6$lUXq5x?`)X#!1Nt`Qy9J2LX(k)8Prxz(yB*-NqE&aN-bfZDSp z^a2z26jaQa1o`5AodU8aDhiP^qhfW+ooT-e583}L#QV7&Th#@C3HNYkF0_3K^eYty z4(a_p6f6QEjj2LEe$+soZ$@^e9YR*ZY?L!<2DZDKW7i=fV(-Ki=?IX4Q=aX@6_<%o z|Lm~xWbW$X3Gh7#FPy6qNc}yEw31teoL;C5GSgWCt*l%cUPd3az!+mfD>vmTUu zR?^MbY+1RV&RgG3SDX9^1&yOH7L(hD{8vZRzrh;Pvt8y#D=T11*@L{{h^Q!bhaeCn z%{r|;G4A^U7GC;*&!2^3j6lBOLVU^Qe#UGp!e#sk%SwR>4Gqo5&(E&vJLDG|>v262 zJv=#&BH{KD&J~R@;?rTGrlX(S{o74*de)i15v-o#`niXhpI9?%mZ(LEE3oj_UsxY| z9Nh#$)YP!D9+1;=;u*-$>#ETxlJ2z^Se~QvP8~a%^E_EF#ty_~FqF1oIk|n?fd14- zGb^wmVK^z!m( zL~0hR>mCnnbD?FSljg<{-He3QFzD7L78NlMhFJ{_Qv6>nK$AoSh*_{->rfGvF!}r4 zt$#b8>n3pc!Qq7)r;R3Q%FthvM$T`*e&zZObGe^uc=M_;X-5P$iF)mKM~%9*Kw|A#E7Z{-zKh3=N%h zW(4>nZHp=_89rVXWL+n)Xe0Z_^8}7IILQHw2SCQ4AL0r|#ztXTL$DR_X@!Shs+2w! z6qRh-E>o#+dw`LtA$jjXbGqvMvu6fw_GE86rFymtjbFY&g>R6BJoP#*W%o$XgwuJo zN%ht@dVha^$DKe3!Apwn)dq6Za$kG-+G@v?&aR z8lRT7ljbEI7}mg}w(z%`QN)TFYE|3R7R=ZQ5kAf@{+cW+i`;v}MN~pY@>m*Od6{m(Stemux^3+Ms!ak3Kb(6b2hI4v+mLzECiW;=$J%!5P1kWb>+bjZuf(&5?0f2Duh1V`i z)r{qz+9RDysAa@Ly`$jrv#Khto!A9A0{s622KH;Jpyn>w^{*5MkUa}lOLxUYMT?Ak z34z#ehG=XG*2McMlAs3&cGD5Irx) z)jw=dvb*WFeQVpm=uEJ%vi0r&sqY;>z@9*Z#L3FOo(i!6K|Qiy|AtopB33|{hetIy zt0iG3PHg&eXXPD6=f8t8MJ=t*l&lee=!2Jt3&uvURY!XJ=tTIx{I=V{dZ-viQ;3m3 zu?GOz-_n!|S=Vv6WqkUBkbD8CgERSi^z6zn2shwp2={>7s0kr&lVm{Ib@So^a+`yt zBB_9~+dVsnYP`YW;bzZ^Ghh%UA}DyK6Vu@>(NJ7_o%&E`oVk*4G=oS&T_tYBET|(6 z)!B7)G-|y$E+NWi!_AKJKvEWs)6U45hgZijoM1RR^g&J+>*JZaB$?}_?3Z2~%BhCN z8K1s=MyWfBl{ntJI0Eue8uafER{IU6$~G8YRfVO2gj;nC9zR%5FCTnYCY8bpkdk^V z;2PK1*vJ;scA*Q$IYb>JrxzB-wh-$LAJY%}{d# z2?&Tqy5BHt`6r*&g}W<%?UoI1__Ys{`iGAHS>@v6I|t^UvJT84?(4geFX?Q*y^Awp zC2eg9N}{G@2)dP@bhTMbj;905!|@G8=PFRk4mzvv)WuX*Ox#093psQP_N5JouTojF zmMwl@WFtVDiM4jg>TALAIa|I}fYnPn*RW+lZ*I1>!}FL{! zOMmRreAhu^;ptyQTJ+oLSe3LhCut+XklYpG!q5Q#}6I0Z>hVXod%E{(Ink{(ImdjL`1q za3E8T*je3H!ou&T3;GK_pFR~M+Txwr;P-kT(=9nm7_d=3t#ACvI`6=onw|yS7CFSQq=jJ5Y9WKVR-agzt!_9<=jMOF*DeOAm$Fkp6A)g$!$QN zA|oPX&CGs#P-K2%=msX9ov?QTuHNhkX=%Lzq)ka+p~cRyhS$cjVnfA z-~ls7%rzPxU!*FYPw!`CWIT*80zoN2)nygs3kQy-rskq>pDDeP^{%*6Iu}}ANCJYJ zt7982Uf%l{oT-DRO1TtZi8^jGid}L(zi%8TD@h_*mMQ$k)+b=`k8u~jysEyqAwd)B zQa2r_K>(WGy(=*%a_?RzYd8ymXa_&4EbWc^&aA@(e9nnW(JPRC#Ao(gEuDBL>Xoqm zkHK7ao+qi+r6TCW607jLHPzFR^X5i;SjJSv*8rYDF>9tTs8jaSM z>aQX3i(a0{;GvI#Nc!Nz*syJvtq`Ww>f4~yu1TTE}X zc@ZAGdlMKyXwb>28$hUC)cU6%H#kD$ni!^HM(k~ex6^tq2{TEve|9jemwrqn}wk7#$MEcF*eURhc3`=Cc5n2gI;kZHN-Q80yXgC*o`I51AOVnZ8+-N8Hxlgk* zA>kLL5i_l+8}>VBkp$_*74o68$+Eu9p1G;vWRca>PUw1yIJQCJ6^`CL_%nTMADp43%o9Uv70*@DgCq{;AteaX8u zc_@Z{Yi^bS61bp$_Mo7>@7G+#Pi#AMAnJlUsAxjYoq28atAvs&S?a@?*Gb28v3uR5 zgw6*I>s=2CN1wqR{bHrmuW-(Gq%1>8ESC=H9z(1X$*bTJ+q8*h`wISrmiusII8^papx;r@Yg59J; z&Rhj>#5SUXuIi}kAhQg-G%#8zfQ07x^K#_dZ@evt^m^7FKBJ{QQF|AkosseN?Ua7t zib?TF7GMBx-&thV<_8~!gy_606C=Y+l&3yR_+rXJC`I3q%}oD5ObL==zUx+E*E0Hc zs@#D(A=Ja4HF2o*B;G3n?|vmH(fBK5$Y!sVb{EX(;%64ppg7kOk2i)Nzt>^1aHjt( zFYzk-Q-vhHT((H5=mLpgOdEWW{&&84ImDgXH0U)bYBa$2L*dEj^YG#qNYOhW!+Pr7 zG$>4~pkSJUOW0Ke_{1e3JTk$LvU8F&*#k#EHI$A1aMzWRzDHV@2VP|z_Y)(C9;+5u zd*p|Ohlc>XZ0@JSDXfs=O3upi0`;+zlhX(f5q^@*amtx`Y0$5|4oe76PA@6(=XP`} zpnRye@n@z55zwQdLAW2=Iochy5{G_+< zbCPTvmuIKSKXZ-xhC-IuzjyR zRHShH=sQ7~VW%=&%~jCCzW(P=)?YikT4B#?-4J`Zx@ru3M#!-XKKw|0?k~kN>+=B) zrN=x0FZJ$(fdaz&f)vrLT(4LIpVjc*a8}X?eK;|?A0l%SNFk}57E@P;UxY&9xi2d1 z?}Io9+dcbpM)VaVYweK01pz=1oOR$*&mpFCdeEVkB=6U~vRHdG*KS#v{+96bjhPun z2p&?zxhpoZPnR_N2E-t2C=^N&VlGGV5#4{%R6< zpw*OrFb6Ijc>IYO%P-BO0v71Q&uK{5(ZAabRPKL$;<-nX6`l!#-kf4|QArI$1j&H6UPFr0KX|7QxTHjC*IH3^nMGe=xPa47v?`&%z z-abfdcH#FD)z4i;pKTr>pTqtMQW|sK=N4OZt zR%TZDqZ)1$D+*z|uYuTE&AF6UwR(|n{0PL*wswyjzpmNkSr5&sDR5!ExxD{mP*FY)`1Ak|Q3y!4V+!Bf^NwWjT#xm|Ad#QEoRK|iVvX4kv9lSD zxcWMtG8}n4youZiiBF!G&;Gm}IQqGN&BWCFZY&8&qqVi(F52+VR{}P8buVroyha(d z(AUw$`I<-jDRV|%mWsSadpc)~H&;rA;zzo-1hL0soKIh3a7*eH>uA2e-LkEry&SeM z#KkEx8@pg{nT zK{ddMJ`xcWjBf&drKVX97=6=d%9=`t z;^JWOW?cS>`1@xpedxaLxvksV^aWeKdR`-ZKP%s)MJ>wk^^>IRx|>pJU8-l+4;~)y z>s8hV_i_u0v3(hA(*M!x+04;>zUhOquX*+744k{?Pj5c+c_@5dgz(S5s_k4}dcv3V z^YnKfybqEeeU1s=jTadG`Bm-rYLkzS?(?)|O)yl7=or65fkze098kCgWn8YiMA4>9 zjEu(cUqUp_j=zHZ!<#DLpm--Z7&5V+;-1*m^M;L=(3RccRO)>W#UzgMR&A)1(tOF@ z%=u})nb#ko_AB6N=GN7LtHeB`dJ-0a50r*P>Xu3^prg_Tf#k_G<$ zpdi%q*RRV)EZ449eOw~eQi>DUx2Qge@}eq?ho|7TPJMRx(Ogu>D|$(RtxjUHTpc{a zFj(2^^uA-z-7oU;Wm>)U9tSTkkH2%iK$`Q)FaG&tK2V&t&zgani>7Snv@voZPM889pJ}7A}%b+V}lM8$=>l#9r)*6=bKT{qbi!y(pUo{ z108+K6wFNJ0j0YI1d$d2>F(|>mF|{q5D-C9I)!^)XJ)N?@2usTHS_y_@V)Qz zoY-fdy_*+U&knb<)6zbu_NXlsmZuZ;p?*c-2r3!(d$F?4WrNY){)3$aSwI0mFY6rd zjz3CCtp+;{rF*Y*Zo*eBU!`07?Gq04O&D?9K5OCO~H(;Gh9J{u4m#F96d5l z^B+5~L=U3k9qR|~%k_YTC7=I%)SE1r44Pw7e_HV(BO}}L3*8&7TZ5ZYycS5%TiCBW z(ET#+kEw3GORvK+-940;YrMe9SsoIOp;fzLe$TMZR|Cf>>8HNMrX#(k14!(68O&nd z%l>Tqbl-rXF}eTyo~?9Dc67nR4r9tEym6o;lc;&!YT*?qxCyucZodb})?=_H`pu6d zam6qpqQ6S8hoHc5isp+&>`*81Ah`QVe)*l{LUG$dH8;GV#a3s-*M_?bQw|kdb1e!A zm7h0{Pp{ib(MM#sSIrvxs@WAhATmhth1|KV$kK7U zC_9ICuVEmS7R1wpn{E{|Yx+)GG;P}Iu|8Rl9K_owD=}S`hUy9yK|Tj_Tp__kHFqS# zmf-)G2CM#(78XpInVCRTC@-#x0>J5WVtC7EN)cie#rI9Ggiv6v3X*aoTr(jpp}~}V zp;%^PX$;fyDb~1?gO293&QF3gv%_i1eI}h|f*;cO(uI?nnC&QPsCL!At28F{Zl;9% zJn?N<;^K4p_umdba2EGma;($?*Y`6}M54|-{qyium3pCbvg(Iq=>9TG_ZB58FdJ)q zL9^;`iW4Dh)*tIbn$=AO^cf)4GC)fNEFknETgwc^-<0}Yy>UA*VG9RVn7jWT%@06} zRd1^s-qi}*r@ascd0;mfcE<6A23cU5I{1^PUaGnQ!-E)~@m=_$3t{_; z@uvZ_t3_T~4K7i2d5tFq4zdhm!{14omd%W$D?ZK^ELE1hbR#7Ox>BQlDJV-&Qb^pQ zY{iksUro~m$+h&!%pd5q-1Q~qjtMuI`TCk$ie3Hf#E8QaMQm;HnF~s4NI+8kIcf6@ATDYSTc=zoDI*4C7CVm{^?RiE;L$hu0V0*2OC zF?~8?*ka4K>u$=(VnQVd1>%>)!f$6=Utxp-Hdw&_$V&T$-oTQW$S2Th9^6izsaM5q zLO)8-Kk)lS>9Dkn`rcy0>e^bEZKLq5K?OukhX3Mtsjdo(f;R%H5@~DiV|*y7U>VRK z87cT_FFDQB*dWW_(2h!%z(Mc^vMR#9``0cIn$;V(`r~Q4{LVz|NPrM6^+&WJ9OSDE zzQ(5*wxoE6#4T0DKR73@ydQ2s+Qs>PAnFPxyBRCv%h6{AR7u!IH-U*VWP>EtAJD{{ zX2Loue~gL!fm{lTEQ^w4U1v8#J_=)De$$+eAJfxjn@8*1wG;l!H;K6u%>6V-bTrrS ziC>rM?>LvbeIs=eA@~)@A{-qVpwF@B`1Qnjv_n*4`nhVPq-Z*1r&C|lJo|}M z#Ug%J&#(TeUQ)iFRq}aU$2F*j`737nAZ?<_`{%cBh*sdb4sI;d^(>%22jGXCcSlgRPc7KfG|t%qQ76HhYZ9<78?2`S)az?VtVM!w;R) zblGEN)eQ(%u}Q6oTkt=NblT9inqfJgbHZW|Hwa8q)BbDBkeD6@yJF6gkI$wUXyy6$ z1w@n=`X|Ld;Q0s6y00QSmWu}WIVVZ~+Pp`YCH%`>s=eniKF(Ux;*h5r(z zVZ7t?fb1C>jH@Tgomk|8f(p)8sU}Lj_*MO+p8G#nIgj(j!IGdB{@T&fzh;W)^w!uc zWw2whCO>RD+L#^Q(||E0Y#MOL!O#X)_rW2;?^}a>b_+S7n5GMFZEfuc7e|VjX)`f_ z$nOG;jEpS&H=N}SMcCCHA^-~)bxVsEY4{B-FSZUT$$$Gz15)f#0PJBoIGnFr9ob3i zKWG~q6xAp=ub=I57u$3y#UKgFF`)zeP8fex_?C^gNnAUO9z?aYw2C)FKo}8p=J4-R zVlRMm-ZBUxcWgQynLuVI1`R=SAW=sPK|^E;RVFgoK=}GFp(&o>0__JlrJn+szxc!D zLQCSNkCCNetTIk0vLwe2=t%W`fNq3&XnV4^z1J~)(fXsw>*4?P?$T&q8@*AQ`w}1P zlgcuyfU=+Gdm+)?_K=Swq0il|ab?BUtm%Gxo+SFB75Ys>I>3R7bsA9T+vH2HIl4rQjwnab0n3#0(1?es0gJNGR+sD4t1C ztS|svJy3~^>h-r z*~f16DCtp!YM_cP1!VnVE?jJ%Ti4H>`IAIw22nh(0K@U{&{4SQJ_x3gLkR>-Rzchp z(`_C6rNt66Qg>KyIYmX?p7xtu%H$>faja2J{KS^p`jv&8gz&XXc4OS~Fl85ka`w0> z=kE2Zftk8(@+g=hKx~<013-mW14jjltrX@-`^;yPQox518Vj`NvPSi;6xZr zlU<_rN^B78r#YzDI}DRz6BMqW*}#fBN5cX3f;rB;k?3dCt*3PYU%oPZB6WC->V+nw z!r1iVzQD`6D9MbZ2o-kd-=S1X&7)UlVOS22j8xg2^^-SxK>qlL{nq{NDgW)D>tTIY z&-Eh3qkZ#espI5w5?M!Xi4XfRoWa4#sSgBS zZ(0oHn^+HqODIHWy>0)zJ&zNw9PgM2mp|Q(CMza__1c*gX>a<*PXBiHm$Ra$8rLZ9 zhsE|+jbD0AZ?+qjO9|o&`%|TS`}S|DTvwHuoqeQ%@$%MH=*+I#t@LLW6%{FH!LVz@av~1yZ!a%(VD-kc3L!QGN3Dyn@#<-=@reB zH*9=W9?~+y?zdlp!URgl(vfS;pGATl=WiTOIQIrWMrLHtT^B+7^d#D5)Hz5#xtV3Y zB0PfU`b$>P)INFNqHRyI?au#k0lxT@@;=3W_=$N#B(QZCy7h3_-Ip;UO>wKga#p=f z!-Cs5JN1!=IT%E+lZG5DqXU7l022ZbY|nI@7cez5Rc~;AN|TP4-zToEO-?pmNR?so zbL~KMjVwpT{}D51aE;fS2^3=}vYNPTsdsoL8$AzJ9k(Y%Hn(Omv5qdzU9PHBdZ6~< z`OT+f*VbzMi-p$#0|7@3zw!0W$*eqj;O8=8=jzdkh6vqnWU8KN1~Fh6>Y+1j(1}SD0r}lL{ zjb(|HbCbUeS_E)JWIC+JPK<0|G6tMyIw?C!Z(P41>hEF=k+AS-=j1QcDHO5LN$%Bm zeNX=JAHVFQ;e~_Yn0Oy_QH~&rpr8t#shX2Vs6s6{D5IEE?0gzJlh1?#UwvZp5_C@C zb?>TRE>L+q;9PuhP4UwGyLYeyU?&cMW}aGha%LPCq? z$GW=j{XJ*@%%2$ZFPkN$*Ifgp2T<+&Twa!vfLqtH0s88CvtJzQs{a1sYS0657JPC_ z?5SG2M=Qx50%Tm48^cjCF`dc^PuoDeh1nBdnA`#CA;dHk3QVKqJsMo2m?;B~Xq@vjT;J)m`{8dF13 ztLh6KF$dL$@xYd^H)7!C6RN1Y)Tu!88|0AV4aF5EH$)hF5cz&rf~2lD%-9By zSLOoAt!B5I0b~H*P00(KyhgTqfCKzcQP@BIBcRBL>jTKbrdL%R${d0CPJ+k938G+& zNy;I4?NP7>ELGXxz>%Hcx%1@hC$}1g&ND&*fvMkAbmi}3**&`7jVHB(A1M@FLuk+* zklP@oq#9VI8wN(ohxmEtP`NT{*pLz_aN@?Kq|lS{MtWt=oF#Pz_YWPv9qjm4t`%b1 z-!wb=Ou~rWU6)Jau>&J_If35|_ovLFO-1NB^CW@c#427l7?_oUD0=TM=)ZQEUs8M@ zaDvWcB)T(r_N3#G}=;GR=ha-nUBuv}M8>b*1KsPqLV( zBE@0qM0arB=xLCQ9Xn^q$G49$Y5jR^s9!A>9uY62>Oh!u>Jq1=1!WKnXkbQ6)F0mg zg}u;K4;SA2rKPt&W3wj@0+Zj%kFzWpS-<@rr?uQ%j=V0w_<=Q6^McM4T69<+x*uup zeFfG{Y8O8;IRDO!KCOtAr9n)cENd1}RaE~)$-D*&golYJg+Pkd{h|xH)-QD5Jpm%- z4R}%b+%~+&0k4aGbO+taF?cL#@ScuoLp$=O(_}xB}mi`!FNCeI0 zwxqb+zLsG*iHz(6ra9DIwEaK>wzc|;pQ^>p2gAbWy|te_ES{7x>!)YjmkjIc=<=bo z#a6qk^gh<>iG1&Nv{X3=oENc1 z@SE;c>9G=9bCbJOxFHZL&^UgppuEpA5q&^9NgMNkH1roR6@+VYZlw9js`R7OdOdwhGTQqdpO>wrrlB_sFn;c_GX^(O1jFLeJt zg27y1TQf`?|Cq|X+N{aR2}Klh>#F1uxI@96vl^ai$-pW{5K?}VS=M;ID%lQGLs-+u<_$;* z;4?yRyAV&)|425b5&UUdU_p8LYb-IqFKO0i%@S>;s8sY=mMH7_CJy0^YLf|+A*KLR-aTL_+A3|P`Z zBd@Tf2As$AIHZ({0xnfO`crgD4zvy~{jrwcZ{;sk$DfI{$%EO8 zEsqIB%I*7o#t$Cd&X~zJ*gL&dd&5g{)OKo$v)rNQ4rpkz#(dgv;C3#o@@1~}t4eEn zJz*|NhhAhIvwMo_$gRJl$!I=bkJ#sQEa`#8YQo%@`2K|puiu^F*KCV6Uy%)cSR5Xi z>4i;AXR|hm0&YuIO~+q&0bZy%?*~^TEKI}-3n-OJ1Gma3xWmG@flyL=?AZXWu}q2L zw6<78Z?2x*$8cd$uS=x_y7w(u|G->DOHacO zeNXvgZ`q;)bVn% z?GB-ZMZrv6JdX}bt_#&* z{gri1tyuk#U)f$5bgZP$S6_a7d36yB)iKHVMd<`>D~}j>Vw>KcU{VMM4C(6jr9ATj8G@$QY+XJ^l-}G!D=cyC zpu-0|=cm&us>^^3wHb3rzptkRmL2p;Cr`<-k2D#^0QTb#!3Wi=UeJYxdHIovjDo@n zAcOit8B+MPl%fs404@cS<94J=ip-o^>5XkEte)%so+|RtSeX0+Ao4`#He*6KX7o&V zpSn(SRBi5+rPDPZ`m$DT&bCr#DD&IXQauX(`D;E{Z=yu6wWA|_KYjTaNjxoL2!0<3 zc0Pn0xPwBGc9nPWSw+8{oGYNBv0x3)mS2ct?|;?#nKF#~UdnAT$ke;O zcRmLNTT=@s-Jw)h77>m}UL~eb%a4o!e>Inhm|wX1w71u z5x%_EieXRpYW%lDSIp=ZtS7#b=8Ep@_ z=h55XSUfIcX2t*jCCrF{zBXmIzPj4D>9_>)2)rPiQXohk9+WclS&s2Iq%>h=|+3_i%A15=;W8KY!qaUw(c#oh=vN4pp2GR94re zZw-1BKNo%Q4IDVnFOC`nf6lXgCRq`7BSZK(PPrqFB%L3z-K*{T{X_p!;N|h&c6{PI zIh*!;jyR)iGUOp=>_!5=w6ruaU!iv({1?A7D+t)yVu``1ms=8fO`sFlxQT&}z5X5N z&m8I4?Kpl^wT*z1ikY4-Q>;6=C%sAUu(^_K(P0N6N@?U8(3^mn8&n?7T!*JXEBQu? zk4)b{vQ#`(SrxjrP-|kjVIYrytT0>^VgWa9JUN5WJXM%h{PDb&%)8;OpN8h-IC$L7 zSK(6kbLxP&;j<`CT513KL+#HJtrvfzw7*}e6MSErdn40PFsYk1TM zh6p6-wfMs7n5eC-t%9)7ElSbLagYMdmUUHAy8~3%@#lZP0J#5zvFdOCT&hetJC$1aVYUBJ8)U=7m%euE%lZWP(o#-8v|(SIZlbC z6`68&QfqB=LeB@2VMzsrXbjUd1YLvGsLSJ@1_c3V&dqwg!NeZ~1nF!_kKJ^>eEDK* zY0|WQaHv@=t*SburDbAnPR+!W_}rkqgty7pusYSH&RqMHl8QcmLLlQaemYu96Sd3r zAk&6qro0b_OkpdexTp_EX+QctGfJ7bD_8$C?$2(B#$|IL^s>GIMwj03hC;)`MfAZf z$QOp!=`$A9v*KoEX2li=P{A2rIDgL--1l5T+irWV4ob4@6*XmL5d#CN(9Y7@pNg!+ z8zk3D;8R4lfCLLV$aet+2L)Z&-4?d7dHnnL@1fr~srmVV5DIpF#akVk^mKOqKqA{> zYrwzARtcgTh#oj-(ibeY^u32V7q2>$K3apg*!@RA2X@8%VBj* zX$Nm-XD{f;#m~%W`z|lrIO^Pm>jee90c^04enj9q3WOG62Bsz@rtS9z?e32{ng<#~ zXrx#_GWqrb@3ls4ynk2YCzA5xWWhdtQ0zbmA|1H8($8;$8*BT}yV2_`U;i|6%26E@ zX2yIV1&-FoU0Z}`Yu`uO{)xnE^Hr?}c>jT}B3Qc0LW!IA_w4xtJdXSLgkqzac5i?E zjwUX5!8$7|lMHlvrKD<_D1Slnr__CG0FW12^qXZ%H$6nL-CZ2=q(2OberXd=8Wpea zlP~J)zpusdo0E_3`JIsgRPRrMco)`z-%_ER_%sP~78o-~7F*c;>RtH6-oMJ#v3hit zo0Ee;rJK{$N74}|ursiv(e@zZS{(pn^T_d3U5|Y1tMX z@ji?87^iB|oRdC3uS7xusBb`;qyiNPZbhZ>$-$=H*z)fcx75l>M2r|NVvITNbJV== zUU!$K(6V?vnMPM37H(D^ z{))|DBzILYLji-b^@=@=-SE->9<>6;?&A%NJLI7TutE1UVAo>0>fpSfpkPB;{;cB_ zfC$h@P*QqAO^z%Q1qUPg6#1hcM@`!d%MVUxEvr#pRU#~cx3?@q!3M;ea89sDBRs&VU;O`omyn?lNY4S@yG&YuTRn1YW7j!!ayW6nKXQ z`>TUbtKsKeEhX=<8+h6QxOXs=6o1>ai&t1YPB0)GCMHm!QJ!Xk4=titZVMq0lqGR$ z!PFP+^2p<|!z4SA<|@JB%`n(-0yZ8s+#JeQJsLFo!D5miaeLm#SG3Nu-;!?8&$>q@ zGL;n3^zJ5F9)9hMF;F6TY|1gN!yO3h6yV-do8bj)Gr~#}152&9-@Ui!dnbaF3GqP; z42fGzgcBB=x5f0dG)SPpLA*DCi+Lvi7t@DWz??fTugr1Q1u;GhzQ0k}ytVrSRHxVN z@d-V%gsw#EggnotdN!&&vOz6CnKbduepex>?HG-KmXz&!qV^RCyEflpYn3I6`6ZBQ zk>V6mjr;zJBX6SlR7LK1VOrWEIE91CUT9>bn2QT9>^UOIBPmH9d}@kcpM<tNpGeb!TY|pDqbqVV(jy`(u^E zs$BEjz&|^8SqPcv1=`xZ1Hxk-FTIAoK?>TAUN#~@+J^ao^bmpW77U^xiZ?X4L|*Bo zKCLy}4;EM#tcg`sZN5Iee$Bo27cGbdT2=>we;+F`HGTjqtzhz}0>;IqB|1h%>c@{u zR~8%E^Z_lPAYV-jAJRkeTg1RhI_za3PX*EWj);yncv=(DiIbU|8vwGkN77Lq7jGL_ z0I>$D9AF|(t7m3rk}}?cQ`UP|D?yno4|nlPXybt2aM~YY#ukhC!^8N-5Tpua<2Zij z$mNWWjy?tpDz##r*=&nuZ#0Cu2h*+pJV0w|6C+$f5jP?eh){E zuFIY?Khh%T)(*&V&9*{TqE=swp+t@|Fc{_IpCs}<8hOlC=uzxhbk(y&I()jZ-!Mpl z-m4(@@cE_+s}=3r@0tfB+y< z0I&t$m4=e?YGB)kS<4P{PGFqAM)icix4j7y$Hg%%tIf(y80^0Rk%akmo4@XY0HMD| zlr}WVeH8@%MnK84efd!8IjF8=!Na8#@l{k*1nXA;cz{6G=}IZJ%7GsYqzixO_Za|cMChGBnmIg~zLAng4;ClP7I_N%r=rV63 z7`iIK>{*oh1B;FWR_ArIce->01rf`4D@$Ok2SUxPwm&5S9cY3i3<2k)Nv1Qf z*syv!mj5jqT!F30v9YoCJk|VTpdBMSa`9YN0y3Hr1v(D# z?ETy*el0ely6N-VFu`V7i8V_4J*=jv*a&P^W}+zAHISypUqCj-a6FDtAnf|h7(vxC z19^hnX~qVh75Uu(p$JD13TWlB#|g%;b=i0ea_w*0t5o~ZS$&x8)8ibiF}D7Vrlr)` z*QK|gG1z-D>kQ2a5OgGkr z{;s8+KTtC6!XKD9BLZE(&*g-|02|6mzk|w=@o{$7LvvUG9nRjY7?xi`I9$xk@^khO zZcAZb6lnn=mb~jc1Z?dB?C05mPKOqS#0qa>)(r2jtK&fMgu&KTBfc?Pd8t*ujZ;w$ zYoC1%?iLju)jTZ`^VyZmyqBq6M#5GfDH*t;^#B6_D_W%V2mhk{QTpWxALQfeJ%N%F z@>Yid3oJr z)}Nr;d1a6iTe->#ghsRaKEwf{fqb2ycZ5u)l-&0T%H*92^|`Ji)N^n+PgN z8mP1Al&3+E>$hr_uo2$rgHXxjLja_aFlqVaH%+f$`E}%?6F0&)C-z6^Ty;>@l$;)% zIolMW`B=@r{EPQ=w*FR-C4qy5&LMYD#Hf8~`eRucC-0n9=b`dl&=Z#hkwOSfFfT-? za+Bs!uWOO--|B=oHkp{16bJ5(YujPLF2a^noJVxn28`Z6k#QA0(i3pmH{Njkdfn{` z9Se)m&SD#A4)MXl=($->9SSIC81^T0!P0YwhEd{ySM-(#OhRgo7Xx7judZr((=iFg zQ%REtaB4Grgj17jH!UnI{AO16hZR&p}r#x>4C2&M6`-zy; zqv%g4;ad$vdM$Cn_tRSL-5SPYU9i8AYezOQNt{;oR7k_?o{(h2To1XvBTOz1BU9Kr@rD_+AJULOh5j!8%*fD?4a7|myJS!pmNYfZgYRJF-jIw? zK#6qSLaXOo@)b-DSU}Dz!M2+Yc{>U2r@vPZfSA<)r0?>6-oTe%9S=;-Hmy8*bT3a| z=^PLVE;Dy5Rjr{+9C+Oor1A}Q1w$h-N6S$9i%WdgQK8Dp3R@0Hk1_@)YvfS0@ z`0?2e09=j8%pb}(pcbbOb^;Pm3)5vVO?_|$>KKmbmyRS&uS&-2p)&e*IAsQYWf~tC zy}1`J;1Jj@N4@~#siABpXrw?6<9T-_@?aLpApiUeME@R=H+M#NxAdIz5*G3Y;fO#&UXZ zPzBr?*&m0ejWdb(8s7zP^4yCD@T2^#0P*~HXOMRTr9cPxD>%dNi0mCe`0e33Q%a@% zMEv-}))vsq=Vr^FLM#AjJ$*an@NxRKE#5kKtB$^r06Vd=6P+}0>m1I|qc;tC7G3K&GpKS83R zb!o?K`7fkt#4zIFTV`+WG^iYF0FZ3hpWjBZ)Y*1JGBo;-2PI13fx}I_3lBRejTSJF z{Ta|wf`tiCe}RPwFlSynP*zn%OF_;LQx~TFe~vS13iL_Hi-i+V{0E2xf8^@#fCaMM zT5h&&KhKJFH{E4&-5Iu3ndv?5i$3G24A*M=t3KGqlZxoq%8s%=q@;YHeUP@>t)x4S z!6xQQD}$#)bJHl)cgut zD>K;)RaI5X7J$I=_e8U>G;IF-*$UQlrKP2zuLAw#p#gzf@ikNiFkzi5OIFIwa6Q_B zz#9O5U1$loi}k=;K<2e*1T>0(>E_mHR+=ILIN+NCENbUYF>!IW6eESxoQjIFDv4Z0 zMRQ*=*z{I^uaik#T@yjpuK$ry<@LHujc2HE<;RUQ{f${|>w`b7v$GUdR#xBY>fjkR zjgJ!v3JQ`_P=MMmjCgDtm@g+cqL(4V!=#)+XT`XKu=_@|CM=HSY0;FIG3iQY+*xN^hIH4R5_3-m?z7B^=hmH1mM1X zm%qt#9W5SUgeY^uZY8J z>=T%9tME+QAx>(O<$kd1086m1U5>Vx%&;&hx9H0!d!bb7Ki)w)*@BU~`1s8b0?;rp z!e627_#?F|*gd_|N^WpVzUC9lPESCpz@^fb$(=c$@}>Ej0!oTvXkpoXkvD0wR}Xm~ z`UTyX$Qv19i|yoj7pLof5vwbW^*TBtEWP|X1JhMc&+9jC;E|KdN=n`WC5(yb>7LSH zxXThz)ZhP=h2GBB69qkz;A{T@6?kjt-2^wcfBqD`y!cDPVT@}rRdF($abgAg-5OQq z8a@`l3GEmiRh_%O^Bo!WBAI|DJh%A})+Ld8c4l@Kc(ZztY9PcD!Js~U$bekXJpoRw zQnlqv#JL?6o1FIHb06Hxa!~VwOdtllX_ef~YK;}J|H&y+`h>f5NK{cB8oS6Jy-%Hz#$2Azr*sOpRj%e!OSF{_98>8M5!v*;YMg4px_mFRHeRey=W>wq zqWEroeZ9JtRu360wJ)YVGW&00-0|-OG#Dz_H?Z@c!2fnv;cR+xa`3B@6)F~~D43I! zmXsV%5Ac|cG0wTH7w%4*R>lEe5I`raw<4_~E#{o;dd=6Na@5Ez)NOEwWmWt{`4@Vw zfT+V?djt0$#PDW!OV>woTVN2}@%}0bbttoU4HY7u0okEwH!YF$iD`-3iLGX}C6g!q zBA)%uq8Mt`trg{X!DLT&F}>Fovul`czeuj3Tr-&{d3I7N0T?&L8E0n~+tYm$kfm+E zd3j3Ys8v0f{+8ICv+C#ZiPDc%|H+}Sw4NREm(@Pj%A-WfF@%aKYPJ+qHf=uIoKd*C znzHqkcW`tCNx3X#;p)OiQ(nD#Rb4})E1s@ZM0V`|2^1o|=A7l=X@isVQ;S)87liYqnf zU^5+|MUVo(b%DW~Kf=Px8|R5~6JmZdJSPb_pP4hcxQi@Z@Ot1m{erFaypb$LT4y+S zu$fm?;K1BUC7VC0ly$L}{3npLT=J##`gcV{y3+LI1-E-?d3noZn-BCkP~eC(FZV>e zd81c6Xf0~+%v@cW-*i07CY)wsauO^JI;3vDzNo+=qJNR46w@^J>H+RUPkJrI$qx@B z=qah{-pj04m%SNP=zS9PIaTfXS9yv!P77&35D+(wzCJl-#@mpagrJi6Pcp{=|4j~< zB_N4EUv}#6b5I!|2L6s0DpvF4|4q z*=JTD=fL3bGCKt1HHaVUUq`YGa$vx3=NH7B$W!D_!((0>&F=sG~s*koQp z&Ow3F=U>qy%ufv^HJ{_gD_B_ppyjStllAlk#BY9B*2aW&BT(J_S}zC%VxBc02S)@X z&bR5UB9ve?WjXsrRdY)yeee$;TaUpCyy3tZ6hi_1e{B6j2sGjw;i)v{DreIl@VOo` zzB@a7$j_euBG1Elstj-0y>XX8EFG5Rufbc)FMA4-)j+Pg_UO?gC`m%D7ODk4vpKu| zg~XrjcB&#h9V2ZkrgnpS;`^z}%Rhh9j80zg9sink)~vRDW?~_y{0=SgnyIp~#Z{76 z;wTTf1#q3aIDn`bK%-Fg(7gFNvu=Ga&Sjire2iJniEE_&h&cNbMI{jvIW7jXUd>J> zPnnxkJQc2jG9NLzN-HTVo}oY_kOK=`G%PH!!l)65(0D9lg_A}+hIxC*z$ za{5L7=um@)2Mk!G&ki@YHB4F|@VdQw$3VS91TG7Z$d<7PaK1s6G7SHkG~sP?b941N zmnSd3*q5VcjvjFRIgNl8mQ0v7UG38x5nEnDE6YP>PxwyFMj~6jc z4>uVgOg&ZtlrX(f=uZAi%gK%_vP_aRU4x!?6!@RPZ(dqmo&8pwI4LRV%FpE$yZuf) zdtN>oxfxmgA-c5{@>i0xxJmoF!h3!l6{MUI#tJy+=jYul6SXb}^nrYi*#-e?MGf+G zn$HSyBiJAMBrr2Q=;;nKWYYXz|IU@yepLvh>YnGSu-*4Q_Uj~FU9_Rb2>MsU-r9N3 z`|gwj>0R92-H|r8s%tML7dm>7+F`WO6Az``Vp2FSvY`V--nkfHB`^&Q zhe0(AT>uk>H9hd>LwwC4u?x>@MXFal&4&gg_i)2CitNfHDL#1YZ5urzLPd7f=x9rvaYQTL|ueG00_d!b%fj z5rVKw6oqf?KDNm!h;bvMs4{(0i6LXdPFHJ8+iZ-wz2+`@@r5Hur})wR`&U?4SRh9l zPozJRmk%Zvw7DkJqr&Lm@^QD1_~ZUyfq=dGkm1h!gN&naw;5%_UQ23-8n@gb?!Zq&}4lP=DBZPPx1?ZdpJzV}M z%bA*IVC)1#9bha(U3$QPhs$#2K3EVWBqX4Fh^Oy(PB@W~k(rL>iGdKkfPesWXrW0- z!TI?NTU%Ss&dw^5-{&nF&Ua-pW6R*&hGEk02u;IkAkaPm<9smzX43@j7biwA$=Le6 z#}Fxv)FqG|PuB8_ouNUOl#?s`4u2EzP(iY@HyVL6ObtN_dG{AYeMC$6Uw6!+TQoA3 z^PH;w^5V?ZRxbpqFuQJT;n$LKaZc;v@8ih;6hv`7{9JE{VsgiHMuj(NNPST=8#{Yw zxNC2Rl9lzdd?IgZWf{Fk0yr`2v&Aa@X6))`w_&0qG2$Xx(=hEJxbdbjv_ST>_KVtt zALQK#O{T0tmXtpS%ZomNKmXQ*(%fiw)%>NVhiZgU(e|;5m!UfXJ&i!gdFgkP_K7n+ zEH8##h3YT434;(96%MN;B~63WF_DDXA_h3KS4o z`}XbIpS``7o*oQne<1qp92~UG&)>7M+U8^45qQ=39-V!el+(PkOV{Y@t)2Ut<%U?m zP{{&5PV*t;<2^{N`UVDe^GCU0ku+Iu#10i7U}AY2OY7@Be)rrv0rqxPh<*)ORu`uF z2$=w8E2?>F>58<(?1q?7+%^K|OgCh8ZxF@FHD-9%gk2a*NtyvF*MQZKoqF_R< zmpb@kbJ@q@+0}!p^ABs|b_we5@bc^O21_rm2(SC-8(1JlnfKiH@uUI*h~?h2ZVC#; z`1p?X7aflsX2%sW!Ou1$A=$9A{n*6 zt$m^kJ1=lmA?^Jw4N-7(%ZB|JD>+8VsCGMq6;FKFN(BtOMV>-E>u_cSeToal$5|$fU0ymIL&TsZhFQ` zZ34RlAX0|HCbx#jhzM)w3z&7jsps}V1r13J9y(Mw*kA=TQmmT{Z9p01aj0v0&OkX7 zn%dVXA8!r;#@GZE0K>Z%m?Ui8%RSNQYL|Q2tq^+zcW5`(X2g73A0NDqx-hYZR-ox^!0U3mB{cmCzn)pgo=nt_5 zhQ`H-yNJ{Hkh-D=mOnl{4a-tgR96u#dKOTxf>UY(qC5**TfyS#luU&Yy}cZ$I3!9Y zmk?U59Ua@ZhbI|bO>gzFWY1PlOyn|M?CjA)$_t_SFX-uiQyk9iBZZ`&pkuV`5zYJ( z)N?nIo@Uq8J%!4Ia16)E-oCY|DYaYB)zy`ek+Gz_{H$l-IhfbNxC9}bKx6XtjUY5S zKs_|#Xd|7YlDlU!+1viM^t7y)j$U}a`Cn1r7|Cy>G?4WC8mGv{!Yl z+@J%Sl*70&=Xv_^pB9`RmVP{8{t1x9KrD1Y%s-O(Gq?(W1AqY)fX-uiM^lU%V_qMN>U{uI25Nx*-)2{ z6lf5XceTcr8v%`^vA;hlCdL?6O1+xRWeh){y%@ir@RD4z-aX;?7-Q9bymaJ?a=Dt7 zwl?$U=y)xYdqLt1baZNJYiEad`@r)P zNU7|0zhuM0!>uL<1_whCq!Pr^er#>&q;7^(U&=xg1*0D7M~}imxU{rmS?QSXTs-D^~L-C)iy8_&7vId=qQT#4O^e3j*F zH`Ie5oha+$2(B~$aH>Q7qMR-N1{fG+0$*@(N??8gvqYsgU5@we-9y40phFK~8%?DP z94!H^>FyRTR4R3A$6U)c#GR;k?ARcq%rHFEmH3#TBUhPKOZ|OQW9piYz2jV z+OVwG(t-j%9}GLh(?e^Ho#Xs`uKrli4R`Y)(JEg|dNf#^+xKHhgy7#BsJRIM{6FMx zD-foi*yP-egXt28M-4cd=U33|%x9|5=jzn)!u4*RpKloQC@d(r2p!i{SMLO&NU*=7 z0q$e<#>&b{2h4f?0vfQ3JY zhwoJ<4S=oN#>8U)2i5BPnwmVJDj!M{!+_@|27Op5pwBp-H7jt)!EBQk>C8qB5yAyb zQ_fP~GC{kN3NHYb-#>tmCs6&AQlCO$jgZCwhhzg$-sYB;H&>tq;Bi>H4dv4#O3G9v zEohC^tIT6nZ199ovML}1cV^Af@ zZ~KFzj_IEK=C;DaLu_t7zDpN@H_y_2vEDBA8L5~2pvC^BJI?ij_V^w8On)&lmSBC%|JLiacm<*i`+)&Vf#{KZ&!!0y4N^Wl0 zXS-jaxrwqDhk=0sGW&Fp?TaHeP66s#dkjbmGNFKgwsq$IrM7nA*DrB+nhcehAnr*( z&;m~jD7lN^Rhhu&RMdT-Y4s4?1E4l3hdw#}5ryd!0RMl%xGDt(Ulrz)W#fB@4v^> zJ^A69`E<2dsv?LTYo_WZ@-{^#tstv|y|J_r^fGBn2RS2gmsX7I&&$Q>UVhpCC8(VB z%F0N>(b4f_$=BPr#9>|S4)(qN_oj0dXjn}P<3G=0$uzVjYvkWAY|+%pj7SIH{(Z9e zJNwONDC%n--8KX&x8A>$jeD67%VJel^ZjsUC%!tdKq=z1&#hS)_5Hgd6qAxrvKj+! zmYSM+Ibpur@Br*kphf`TpS-NB%yP0AV)>_gf=N(0Ked0@uaGPt2S^)3!EBx)ZB6(v z8dMd~wVBM9E@39!xZ^!t3QFn>2f+J-t*CWpx>^DOTp(XHYyjyIAcgbR9|w$F|3wP~AM@PryU$5ttaquqUxUA%%y@GQ~LrZ(B z@^pb)c69v!8LvR=ZU@g?>u`N269f4f_tx-xZsOc6_{?8jUcLkn9W-Q-(bj^F8xy*D z9N>n>4bdZ8K2aZ_Tlnq}Q;_$Q$m@^>4sm5!<;Ok9`)U8Q0R2Gz{@*g&Wuzn9@BB6f zajew+FTx~jhY8~|DD!*{o12A^p(|p34rym~yf_&XmvSo|IvG?ElO9)%;1Q$z3TEEs6vX`G_txa6%*Iq@xQHJP0Y1L4i4*`YB9mr-nVWF+F)qo~L_`_&;` zS68M;yRLirn8AF)8ef9QX@)-z|IV*KCDq2R;q2UB8d$&wKVR-i;B`QcPZK7e;V*fv zDiE^1vCwt;(^!}=%87}28om6j)dVZaec_QUjmrOV0U*(n{4dcrY{1S55Fi7qI zCmsv{FUJ1D(xS;^*~5i}g=IA0D;<4rgFTf}I5Yru4gmKCZVb#9fhBWE$;h~o>aopb zHK)A*^UpdPC#R0t*+eK-BCQnU<$pn|gNT2l+{Ctq8UoCNEbe`U$_zqgnbWq;1uWk# zt*uEz$+tRJ#|JO3d2sN#fLoe0bWb44Q>e77oe8=5WLJXz?S(7+^F>g+bpriWJMzatqc%?2bF}>Vs;9Y^2b5Xb9%IKQ2!(Mbh7vZtEl6bE2ZTgU&|2 zVLY4_1jo-C_vq7qr$enw&{qK1r33JMCxFc0Y}P#grJ=f-3kE}}Ncgv$g;pcQkM}M- zIb=|X&>LW|FraiPhxg~`XA$L^|4|aFcfI0*dM4}pvwM}S1 zHs%|WAt&1%|IvfS%j(PxAQME{6W)57T0S7@*)Sg6-b;#&@d%N$Oo~WG>Wd(#4?u7799`Wbxd@E-dNchxJ_v^|xH!mT(J)?J-(q8@f zkEN=LhzD4n6_1x29a-}8^LGyPq{H=BDb`7Je|HABL+?HbyCOXy%nwpWP0`TNg+U@a zEbK#gxU$d6;m%I`E6I-6yJER2VJ{TB%ObOl$ICuN>FK=|6)DS2rRSfcW!y|jzf4uKCU85A>z5UCha`EOMh>LFrZnYN7f-b}Y_A}Ao(@cw zfSU&>+Y`|Hj0NDd!A%#SSp*h^R|4-C3;J@m*NbKE&K#kf6@^A5aueO>0}y$3z!qEy zI(i9HS){;#wbtEffX%@u`8@M%&7OCv%0gyZ*Qf`bKST9w}(O*4T*&8hA7z)LNcT5O=MSuC=xQt z4%sO}5<-#^$;uv~6v|Ha$oRkB-Oulw|8vfL&i(ZC7~jw5eZ8;iwXPcu&fU+hkOzfr zJEBl1-B;qpj7EmYBX9n!BbOPDFnuRvxBaW#sPCEi5Zawrj;&~nxng39Bsvk~#-fdt# z5D;gxW|OoyVAN%SWeg&$iN^pP%1>-SznyT3cHzw@^_%NlbhI0MgLH zLd#65v-v|vS_h3lr1qM_2ItwA%Y~ocoZor+)d`o*FGfkt$6jdiz3TtDv-A1>_^)nQ z0N4<%bkWp;_6C0(>t^*o3S#%W^d9=WEnrKKS--jZ77c+1xuA2qRCa(g+7m8Fela3K zQmAc#U~DYWUqy6JtJUS!XY^Pk{uuQR)B9?OqGkLkr@Oe#a}dp;Gdt9hPK#zY6@PHQ ze;y`U#sqAhSQtYyVE^a)`{KzCz`A6U4ywmXo30ahlq-`rZ@Rk=Hb14tIU~))OWQ@0 zGVqfi+VFqVFe>)(+1PV)Za@BK&&)m|WC4^dhdlO(G1N^GH9EhrP-RHd>-hj#_UN0R zy?OCmD_b8O_c{#7xSiG^F2Hm3uK`{@nak-R!q>cuuFr5=ZQFK_V%rU9`-j@I4I<{? z)z-Sai&jb3{4meU^;@=$`%7ufX!q`|lDpw*cmOo)os)LKK!AWG4-W3ZX6$Rj8%zWu zLtUHHelI-~ zt6BFgpYvz;!c;-YAIU8a&h+&3XgU14W{H{zNaJ zbqKR=7m5)|R&$A)^BPRQWoQoOp&Laav$Ie1xMw)RO>lWeOL&T7{w3M;;9vakkymYA z+Br)w$7oStxZ`#UeN%mG=)Uo_(2#5=90$00pIIp3bMZ=$I~DeT7q}KrvzPZ=Mdbx` zqlhNjXAFm)Y>@F-a!G%1@Xne8XuvHJ_A6*;FtAV>JT^LeqVJ$YxEkO(?LnMGtKKGyA@)DfCgV@u&bpXr1|UiN;XB>ti`!%z(D1Dn=R#Y<5UV zWGFTJa?QhN^sI>DYFUd&@W4u_`y!RQcIW`9qo<;iNfF&Lu?K0COG{Jr0L3;qJ3C{L zFT>|&8!M`nu90Wi=!IhAI6Ha?{MtoqOvWMeU<(`Aq8z;wO%JOr$X0Jby6;`}1lV8rMJu!FzZ$Lf~H~v@DEIz%~j>3?QX}eF_~;AUehg zZWgy+|JH&@rfx8nj2YBHYgs#8JB@fYF&c02K}|3|^}9_c_@b&BJ zsQ1$7b}yfc6V7jPhJQ5!b@={S9K+B0!$ALvuAXu+WyVdd>>7@zx%h{rrSlY zs&escbk!Y&^zu&a%6s$%&B-!~ubs!wLkeV{JM9K4YMlOys?vyW#EkrN{bOnwZR#Du zB2n2s`sR0YcOO3%84ak1AeZxtiz^PkLfBOZ4hUX=rhIEHlx0*O`qx}^6!9*}?C2~= znVVmnza@3L;JIGi*z*ST~^;~_}_{A50RSiQ-I$bB2*SOwmVoqCce5f z)pe*I_|sr(#%=@8WkE>039lH!Dkr|HY6_}yoQJaz=wzIW2U$1;W4psp6FZDZ3mt6r zw-s{LMXn7`-_I0$uEJ^Ambn+rE8c$H1CW`Z^r@f=>iRYg#dP3)kzF7T7pI3l;5n~O zI&SQJKLPaq*yX0j6kYfjV5E4^zhKaiYoUyWh(z3Kn^iUA!`KO_3REfg5E6E4>ja9y z#_5sv?CSm-0MkxgAAQJH@3Vs*@QDu^pyLZ;Rp%ZFguWWHR{Pp>7uex*4i02Nocm8l zyvD-9Lf_41JID~#1rub#0))Pol^_-s;SnCm@LqSlj)?DM|H8OTrMa~Lv0M@L3iYeG z(7^-^nQA)JEjxDZ#BeMy{$`3wJ8L#)pZaDh#x(oC`jK|4A}IdEY5)%X5FQkIjh+n~ zHgvx%eQ#(8qy(QYHJ;Ts_bDZ`E&YmpEH5C>({~%oS4gOXg2M{}5cyjx2RCotOmay5 zX*sq~Q)jotL*hdw@~}fnLXQ1@u#XxbuDtPy(mw2Z(n`1K{}e*Jdex3qQht?M*z7^L zDdoYui-?1_5TMz!<5oe`Zm#rnta}A@`x*FIN3k6Fcy!2Oir2CEKr{?C|Y7>8LCZ-M@ZDXAZHGS^yWv{Pcxow^{AD_-0lhkS-HP&zj zE_q>j@3MZ8;E|*fP( z7TZ}VKLzYx@x5k#X#Awj-Qi(D{@z}{s#?jhUau5yR;X35Zc<8Gdg7U8&~%;vdcjln ze-7YRGHrg6a4FB_n5_5h>tkK;Y1=!rCaa}$aaXU;UHD}{e>|sI?ZWhEQK%2AYQ~LXR|rDPHpAk!G0Gm5K^HoV+_GmR4vagY{TCH=}?J1hK5Hq7CKuP6sxPx z(e0&7Oc&kuP5mj4#FJSJ!fwvYn%UoERIN_b)0g)ez0F;4XICgRPIAqxuOoMv0m6d* zHJWFm>&$UT-V^mGTJzPs(dS@UiG&XIC>0&WeVcA%#O#&u5QUN@^X1o?8p7U9j$#g; z{kfK!SzPzWtEW#nAbp{p7C&j#;wKx#K!TnCn^eH%PzNCZ2pH9f<+-u0N=P<|{SgDm zPuQkH`QK3c!LvZbR0=&ds3Epi)klvgr$ikvLRc*s= z2c@+Pii%jfb{3b;AV|=>Jhme|+qUI1@MO_rDv?boD$;amS(rK_Bd4zW=zdU^pv)q# zqm!Lsw&PmGfP2bUcvCtoPb1vhCVo3Rhlp=e6V2y1iThz;wE1yy*nE8m?<{oxIQLt! zbP9gq!0O%$s!&T|DNVff`r5GJ<;(K6wzfVL`(W+R*p^n;`ay2Xr_U@sU-#>*th!fi zN%LB#%1H-?7zJm~La)75+n>I{jJ_>Lzb+KDvipQQIHdFf>j&4u`P2LM0nKmnAa_tl zgSiETEiEaz2H=wMSZ990zgz0~)j<_7Ytm5TLksiUBv$lf^f^Mr0%PG08(;{!OYjv8 zybyD7TaTPh<^K#Hj;G7{tKkY5@ZVt-9g*L{Apl@zF>>4*mPFD^Vr~W~N^;p1a^owO zaY5KZkF3Y#Ac*xm3f4&hA_IeipKyl0z!wR$I-(Ql2zw9=jPa!(B0`#@6CDr5Zwdnf za!(yk1l541mb=P{rJN5oY$|5qGa@JFD7x|~*p1lP3kwSyM0o>;#l<=669%lV3W(=8 z1Rj;18)a03w5jqgCCU_D(=R0!)OgwYf0?SM+&#V+x}mr4yt>+B-(Iz&k*A}#Dg^DB ziGCye?AU%`fnKB`T^;SXO(vO}odVT?ve1e{USC-BnrJ*AML<{k9iRh3V`u?oUMn5m zuwheZ_`^@QXNp|M7?8AFUTN?P$wk}U%mmu6X&`2x<#f9lWud858#V=^MT6D`YzI`6-4Ee&UMgKKXy0CCg60?HI&}(B@NpeW^_k z1c+F|@)<4^cCDfHXePdc|L6m_b>UUP<>tHi@E(2tZn)R7bgFXi;DxN%rK4b!`+Rom zf5$%u5JpW@djK63*l+wWH}l2&h_O)9s{MH#$<2p@k;5!=JOw{VW43_=Ayck+Vw8sK z@ZN?&CL&QswRE4X;&7k;;Tyqyg21Z~carOM3L`*@W{vXJ-bO?!lT<_)QB+f3q0jt- zJpLNj0V%&OV6e%&JOR2s>%0qg3(Lt}QBdgEvA4?1!eaREqDsMeJ&2|2N1c0qR`sg6 zZh|JRF=Tz?u?-Q?@?RFWC18BJE$f{dM$5v&^7Fo(07KD^n-4$r70oaD7~1stRcXi~ z1Td`U_xWNDZ%&wTe@Sgew4aaE?buimw7)DXj-u!;Lz~p3hTDE3ErIN;yU7~c;F?4* zMyMB5E?)Et3gY{6>I&HUP8}^{pB6Gmd3&a4@fSo*zDI#mOaV zz?Y|B;`FhhwqCb92Vqx5-sR>(Xjd{cvyxFM3m!!yep-F=gpYBeKR>P)0I6!LQS5k6{>0`cnN+0~C*RSngpJsL!p6k~(J_rFpME!-a(T0q1UiuJ=q{Q-X@waZR`QP&^y7Hgbcde-a z11#Kv;5!jOb-Z9~9|mEFBwUa}XZmVkoQ;j`561dj42lXi06oc)V~Dvx25`TBRyNUB z$-_%&Xk>I6STR#{`_o2CEbKi130GMn4LyGV;@n`6qwUERI zIuFfVYS}EL*FbIVs&Tb@_E2L^BIq7oa()<0(HQaMC5X92;x9~M>C{n>fsf+i*e!dL zqGDncAd~b949t9?m#TIQZxJ@e@SUcST4KinfWfQ6kg9vbDFg+_&A)T%+4^E-u_up6 z#HZ^#rMfI%)otE5R*_biYn+|w}}z3z9p5BKL0iC)w_@R?5 zT5_w^?bzM%P{*mxwclB^Lw2q*B~vZCh{(O78={vjtkqZc>g!KeN3;X*P`NUAVY-T=FfNkC!)t<> zL}X!wfmS3@-;(phi4*v1PCt5OUX6FW_y2VExj}tdS#Lp$$4@II21RQs#zHtf0pTy~ zdA?U9@j${zRXY$$@#{06I0!2QrWTkf&1B4qlMY#R3DICnwz4aNBFDoKfYCT z4G9k{v}XZs&nhOi9JvfH88H|TBNvcdnnH;}$Db6q`9ul()AB@v`vx40@a3(juXslm z=HuyT74F})YxYyAd6s4kXz0Dj_yW~K=xq|NPwd5Nb2idnVPfY)d^iAos~_W|_6INS_00uw4k z*n$R!?fCKBvg??z!7(T!wTB%uL@9jEKG1PN;rXJV07{XyJUl#^&xBU(9UR{C9k^vC zcV5N3CG?W9_xr~wk~;Tv1eN)Z^JDsj!CA@DlCxD*Y;BrO0Tq6epIFI~clm1!TIQX* z_XVh>N@ce@L8^!Gyz7GQ=pJouWTcUy8H7A^_%)TJ%ILu@xx7@` z_ef6{es3diI%nhzQqRWuf&eUQTBqSD^jR>r(dvS!p4hp~KKI_94oVO365}}k;0h;F z{6Zrle7;;cv{JTlX_oOrFV(NfXnOnSkNu*vbZWj6Cc*$2RHPs6WyUhZ3NonyR7Ox$ z!RT%}x^l9~3w;pL-MqVCgdTM}v-l$nUkWyYRxRIgC-Np-V_6{(g-;jIZnsQ*&)5?- zgkZv~Zvwi2gam+pQds^RFII!xK^IT}(E^ugFyF~$MK))aR)c*&>IC6-jEX@jg17qk z{{3mM=`~xnZR>-;${o8y{|VT{x9PmPk_5pMkxO8XPHD8n445QjOZ-I`jmu_*M;5uV&9uu4b;^kA!$!VFKlS|hy#w36jhbZ*%*eZK^R)2+Zn;+k* z_1vDHKNL3+v2mcvz>%5^Y;k(1Yd0wSvKYY+ot+Ff9ggAWM{KGtg0j(RmR*{fkHf=h62hd#L_{|22{erts#=&* zEg#7%PfguvKYTD>$@#kbql|UBx_>4nLf*5J0YmL!>M!Di#f%SDzk+n9kl|O=)s>i) zl35Q3F`(>&?16S9(gfDhqjulkRBtY(*hs>I(MNoQZPsgMH{zWk(BNjH$0#j_zJ;ml zA+j*1;Ira~>=`0!F!7i-->fW-yqRuNB&IOKMOxq|#sE3#U!4*Wal%UtITD*Bbt0U+ zAA|ST#0=_&ef&QyfS~oWE7X*fX3#alRH68ye7!YZ7?MZull{JDbLOSvV4VG8V`DeS z`^jO~js;r3RP0ZfGdp!K_scoxR$SUk4^`|J&bdB7g;ET-9`_PIH!uQdZYRqi=?Z*pI5R>s)Yt^3vfs^ep*z7W8HaG_J~ zgF7H*xp?s+iPveXzPGgG-rfBbgwY36{-h&qw8sv3311s-c&jIZQpdwM=ZR*!<4ada zLfi)*z2al#6@8;W<@4LJaq=v#k?hnjCfqw0TB-w0;l!@ASv0^oyZ2gjX(96FS zy_B{%tY+#I1Os5e?MT!!J9q9RQUGv4ZnKXF5DPoycO&bXFARc%o%uXL3@6IFDt$>9 z5oGg;?IU=hr8Am|7G7fRmX$C+!H)kqOaR@CASW3N!Qt(?*qdx z#cm4=_y$NorD3*yUSm`PALj$COwH8bc2rQjWS9QFz}e1qZrCS3Ul0=k7ILlJhpGJj zvrYz~rP#=C(%kX~?%eq%H7@fy@z$-Th-ViiHLh$))~8z=!hJw1ghpXaL?ZrYjwE(T zsjXXY3!G&!3yrR-o%3yX52oEl!S>EI!B;MK4u2HmbZFpF{#@sH=_=Iu;sBQdv<0mr zKkq2T^{Vs4U2=DROh-2(gHpn0C?)`LLWMn9r+LT=~8#7uf70!y_k;)L> zCKz17aIFDUMS`ipMSKLHq;F0nFF|xB{j7kbpp5?HE2=A~VAnZH!lAS1u#7b60_#1t_OoJ+}e) zg!C^+_aY7G2Z|F3&)P+=hU8+R*@q<893U^QN!H2-ryBeoMcUdkAx4GDK8?FsWlJpFQx%dwJTnPoDI`KW*6h%u+xT zI_5xB*&X3wik0sqV_e+&o~W7lt~21VmfiP5RzqWm- z`$k94p^vE3XR04?7&xVsLaX3wc*UxHWuTqC!Uv)-h3lpSNqY1@rOt0wc+znJV%FJ& z6XX!>?*zsDt+ng@0s>6%Aoz{vjzD?NkB!G9i|zF3+m{l&z1Ne)49JKt&dya}y0-g> zzQEriXai}&d+_-Ye?OMfB0Xur_vf=CxZcnW5NjI{;OiMM^Z; zLn(2!%`R*R6zFzFp$C9cFl&rgjZaTZ7}fG*I}ZM;YdRe+qs>E`jH;YRU93xKAAUz=-aA&85(wT6yjsxoi9VQppPa$#y##i)$jDc9z( zu6xDI=d4tup2X1u7tR$VS~k+>-5@^SDa9hf1!IG?Jf$#ogGzFhv%>tEiWED zSsifSCKEA1gI{tvFi4t@p%*2i)XU>ykBJTebMFE|x@s8Tpv6CdA@c(|6+h&Y-SXf3 z3}z*SMbR=b*|t4zv?S4AkRv9Md->v}t8-OkI(spnfAfUp1sXA+B9a!jjeh;kNx710MKpyKAae!l)PbwgW6eFt-W zI^Y)j?`x3IOv|BcFUIb(?{YeL$lhPS?q+52y+V9tHWb*~@ZhwqmbK8WUmTk5;0{j< zzsKLBs3a$stQ>#TIyXN@CQCDx(r<}4iUhg$?g`0>*li-QGS3Q4hS_LG4u+wN(-7Js-{}VYHJ|R$^FSmNnYc^|)-zc? z>=0rBnv(4R**p?*@PhkYA@TQG`NY-ZcqZmVtKFGDLS6G90f87C@h)B*3GShQNGrL; zAy^@24CN>~pL);HTTqZyQB6Nk&uAq+515{aZ8yLJa}l6T(2ZMtshK13NDe}djaC?h zHC66)B;kUks>IR6+#=e$!hL(?uTw-9z&M`m_;x5B2akov5a-Dlc${ial}Oq%sKZY(vh}^LFmE_bBpkKuK_tFQ!Cd74F5J>ag?e+2s3aUk|f@&sEb8Y9?*qFbc zUm~QNAT^lQpD?TaxFUi|_NCB)m8_fsuCmG*ZEI&&k7GcD8E`_g9zGG-|Cp`qu8#xX zu@KxOB!EO$Pp^*283KdwIFVeAk=Y{ys_&vlue^FB^f~?7$e#A`y^y?3Oiz}*f4>$6 zBzR207$RCOc-!tHG3@y`^1i-LH-og;)vnIM@?PL~i@%2V?bvqpvkgNHt4~TlnHrCe zb#-&`f|O&eU7l3LSw!Nfa8-NQ7YNz0QW(k-BiK}c7YQHQ>ewj?0VJzPXKyLB3PX*h<}ys<<1u4lJyLSG0ngzJi`NA_jz-&GbwH-X%WK4BA6QM+RBrK{`sF zeZg4ITqQ)nZRAmX&CF7W;ARxLz8!7A7gZ)z(CfsPj%G6!<8y!qOnxM<4K zOluwHFW@?S_z9AfMkQV({H$q9!h-H6*M(o{6_p*o-MZ!K)x@+=kgfkJlASb6E<&Pg7U0)iX*yucG*Y6u{|B;I<@V-!L zwzbV)cpmsF&Cfd|Bv7&bUHivZ(*XCZ4&UE%etQ07TFR>1dXAo|(yHYBAp*AD7tuOY zUxH2)8n~4yli4`uG$1WNviSdx$3JrTfcWyXIw&e{%?v)LSm=|cP_vtGzP5Jg5uyNI z1x8VqhU9D_0KAkd+xDTD8fNF)2?+_8bO41$tZ2PbT{@0w8xb*gk<|U51tB#BaDkfO zt3t6h7!nh*ALj~qjP(iHY8bX4*(iEH`A`T35lBG$a50$80;i3`RY<#M59fQD)lU5D z5C($w?AUB(ybg7+T_Cz8o?J#}%+1Y*N-@O2S%Ik16MuoGTB-W?>LUpy3FzH+6j)3g zM0JpzFa?M)kVz~C-x4OLk5Sw1t2>%9=~-+1d=|Tp39{<(!B0Lq1%4f`g5X{S6V8P` z@N!4uT8Jg+=yttyYd?HGUQ~X06D8T;4IDW_=7zTTUa9cMHBxo>BwT+BF~lz3Dk zHk?**YlD6z^~S>tl(I*TaL>6#UK9D;*QfWcSy>|JK1_BZSC5KlA$P2InM)n;63MT4 zAF-U~_KSDvSGTgSfBDWMId-$WF?vNSQ4UABjLxi3e&*2s0HEahb(ZRAwuXwnvwSS% z^xY|R!ze{e^Si7UR;uB>C5dw+3-ofY=XX3rBrf3n#;NhGw#Lj8btzHc zqfVKR0q4ZG^hT4T_~1_3cN|#{F6#J4wO}|wYO=7i`yjUhUCdcUMINP?ecSIk-pnd} z9{m;^nf}e03q)aoTX412iAngXUu2eck_xB2{fn~Zt|%vQrL)$WLFSbE)cB6>fcDpR ztlK{&g%y!dWv#6dnEHB0N0(|wxDU%_Y0|2sQh>?N)GmqPaGNc!&*qOhY+$nbO_$;B zbuOj&^&O`Q)w1f?u43yzqJ_EugP?1Q*ZR%;XG``<2Yo+u@v;C6*E+gAogE$E%=R0@ zDFQ#H#>7;LWu5jtMEHFDb=36G1>KwOY=}bJk=*^i@POXK zC{~2|ImpUdGwN(_|DB}ZVb94z<;a*A7DpFK0`*3Q=LzeAoSYx9+pV;pOf66NyF6-% zlDKz+BQ-$h38d!|fv@<=ya@=5D-Kh0fYpen1lJX?oJ`+W85xd)5EO+7-3$3%Fq2@EAj>VhhZc7N8JlJXi+hXp95{dyNLt&X7}M# z>g(%cJx!Cmu3_jZaa%rocyVzY=q!{lAz*6}YhA?gar|yV0yADEBP?@)glB1FKm_dC z&Bf^oQ?J0poFGfOJquAQ;hKGk=sgbc+r5g9fVfo z;i<{|igO8q2=?6rr(f55NUYbRp_-FRRfu?a(vFGXa5z$?=(x<6p`w610!NxG_QQnG zEq&n{Ob5r2VFN_Fw$lJ1gCuD1%UUKAqMP>hodTOX)oGo5X_OUQVhRKs1f0P*kBE=m zIB<%jWd)G}g&Z0hat+oLMeq1&&tyL{d;##+|8nBt;Bden;F}=yl6vNE?#q{?;**sO zIKy9?o${brn}DQ_cHi!r)H{lARvekVydEK%gAyHnYE2}`zv9+kg+}` zVFh6D;0{^&#DV~@=z31gEkI|7r>-g{^l;U~tmwfOL^gR~L0`dhsTfz6kP9lk@D)x)3W%vfr zsx!kIY(9pu{2)L7WPI)54$rZ<;|(PxCG4DYs;C_uSa*O>f?jaAeYjA}moZxrd>Res z6zN8BFZ%Z0RDuf+KBR~FFwFa-d93z5yk@Yg;0V4|A9B!*0m=dH2%m+JB9iw~8L^fV zfe&e1411|DBQ!!;7?8S_=sUnx{jQ2Bm-2fF&AB6F!HA@Q37vd*R155XpO>@Q%F6X_E8^fI8|g=ct}W7G{Otc}rk?%$ zByc=&Wr@0dc5mfXRCd59dFO=How&ID`tk9)%I9S>T8V+(zwvDTyLV0f3)xaqQkHNz zR^Hc3J*%_kF3pRV=P37F)23sf6&Ynz*{mg#~K+w0s(jDT$4_Z+tuui}Hb6fhfbDGAp(!h!t8nOD8Os>t*pr9Q87v1M4 zVc++W@(>oX;eDf7BLErNQRGO#C%C|{#I47H8Ks~*0z>~We-2d?1hBD<4d~onCKBF@ zbqpA~oDiyjPX#Cqv}qG>>kgqA{@C6g1yl>6g%JNz<6wim02zN93<>53{1-zrvze#$ zM7zVE;kUdWL?4O7BBv8duCMK>K?Jtv+szS-$~>{M{Dwx&dsJEC!*e<6?%~#oZ=b1< zhZ3$}HsokTM${Fre@>CYsR4jm=Fy7&=@+=I?%YXK+if)dK*{yvUKLA+If}%>i}xGT zo}_Vxy?K;7KRZ}<>sOtL4KIPH7;iQ_{7OJgDXnxaL zOW7*GAyluN>`C6GQui_Pur{A61K-k-+qMFG?77bVt+}Xsau~qXT}JnRHMP6sUo$hm z|37E_Loy0bUYh@Ts2VBKRj3yMSSh_>)Swfh(deov{SsH=tMs2(9~ly2G&}X-^~&sr zvnh?_@&r5o4&i-3L97)N9m|g7I!3{2iGi8eC$OCPoR1qdG<@dJQ|#)A27LuTr?j}K z>JvDlh;xuA$MH=s9}5!#Y>e5SL^)!-DJeY{?pOH%sK?;f;)05zPAHSPpodz)rXo4O zp)iQ{qJc$TsXfj&e|EqMB|KQqG_w@`v%za*X-9wp0KoodW~SunKqBT0=Qzo1po)Yn z1?uT)SR*<5tt8g<^XCnZPSr@RuA%EZDC8F0+i~&bUkPt8&BAe1VO1KgV~;g6_6ivu zNT_=xZ~H1_`YOFe{m(w;?{X@FC)Z`XR_A*`0a3!>wClQcqJOe)b23)pnh!FLSandSZabFO_#=Mzpzt2!J5I{O4;G0@ zfr0ZBaxS8m5z>MX=Z#3Hlz;L2HWbsxEE^64^e>?FU3%+YBr|l{VRd=sm!(Yn&{Epu z%#0ZhRv_c4P{37$K+RnN=u99Is6Z7u){I-cBAi?185JEr_M(Y7+ zrXGPTX0C5r5d*Pj)s~67atluJhRvI!4%Oj}WbXKzmy@%gvwjUoQbISw1xzkG>gil` zLL@dz(!wHsi@nT5?1tPjOQ`~J#;ntFuhmEZ5X54MIDCl1dhSMl_+I(V;i?R;(}hLf_O6!-1JvDl9v2q~7$ zU|XB=zh2;`hnO#rVPV}!TXrSRJvBA#(*Yz?yRmU1ihCoj`H4S9cRNLvCgX1LMz{)^X+y9M-YatIIX>TZ>_s&1f9h{q; zC80cO&zG4x!3^P8A_Tx2ztY$CNx$CvAg`jAbv3u1oiHRY4rUM%PlweIQXU>}D~{z^ z)H9K39SH!{GY>)LK_{GmdXhT}jrL^Owj-Z>xmHdX7#NV~J`9uZAc(_!aPJaH@WAC^ zf}L-*F@hOo+Yjud{*3B3gbP+Xt1YtxRT`NdRo_KeR?Z;O4DC-Zlvk;%NKjvCb$X`3 zjsB8g+ISC6C_XGMEY$FuTh{WnA}A}~L!dF|ium@^@7}%n)R)4dLe=!ZcI)h0E%Ppn znVAYavUo=jcJ%qa&MW&Fg|&P-i{72?Hyy&tBDZOMFYRG`Dp!5!(7fg^N69rP(gHS3 zj|Jr86B3C06dU3JEJxg+#LTkUynbOF00_poM?e`4by8=xeggzCx|=Pilw~bfql;PI?IV zFQTUdO3xuARH&;zfZ|(&DY~|kbR+0*`labs&%z2wXgZSAga`WscxhfeeA_S(;?^ay zQ4*%tZR&aMjI3-^ft^7>=><4+5AgDyn_bW1F@U)gCNfyiD^N~_oPT$hYUg&>*WZV2 zUIm%4B%Tu@S(4og$tS%ql^J^j^6N=DEe=@vjtECgNI9)T6WRTDcdD$cFn%>H``8wY zpBW+n%a*jAhf+cy-@@%4929XO>cb zxhLo0&?=OqlL*K@dy7o1OxJisTqYN!3u$@JcTdTyFM;x1uZFEg}#gQuBiEO-B|12to@79ojU5w(F+Y(}9Yf$?xLq`F~8N!1?_l;PNgH)f*O*YACSxGEvFg(@@7T+CpG9Q(8n zs^4p&6LB%LR{Q=$C1uff;_S(xG_}-wj18pUh|v8{1e0?WP7Ba}A0Y_jvpZ}lK=L!N z6k`j)D%!-ZqTMDN%5g#AE{Hy97awkuy~e|UMvI&tbcBka1+gB&nZ(IlGQfhIzRLRp z2)7+5U0pr`ntg70hNOhT^MKW*wX@N{HTs5zxR@Unav)>37M~$W-L!i%v8llJEB}ZD zf+`^aHXm$A0;s7oTO!whzU2mljJ%(j$&U%^y7e(dHNVOV%-mmat}Zt%^;QI|4&ES> z7f5`|Z*NZFn{WsS&~b1)l{<7E-6OHSk-Y+Vju#5sqoSkb-KF^Vzb-v@X33V3=Dga) zEbiY{l-yzdkGpkGSeV)ihy{^Z0j&ZF*8hQ7h!d&pay=oAbdmv|RH_idmGroYVo^Xy^%W4rqrckME67)e)4r9fsA z2^rciTwb+F2pNE|4?L^L|CE%U>goionGpzpc{ZZ|#>R=i(KqQ!*arGO z0ri1arwIl?azGFoQn!f0Baab%9`ew=kdxnB7T=HMmIZb_C#+X{1CDT?;nJ9}ROOB! zDk!v^$4H*yVO>kjyB(-?uz8Y9D0D|8rJpT*(XXS#?Ifz)3n9CGqAoAk>MKlc@DXAZ zC+;IID0D#6dQqkY`T41!ePAg~7BJGsL6Z}Nw59YplWe#N!QG=+hn-&KOo(N=jm;YO=?;x&_*sM~H z>ZovgPZxqv60Ie0t6UJvxtG2}yHDmUnBhs7@7Ji%3?#&}aC28@X5n%t@}tQget$pK z)dfMYP2zoFY_?OCKLpa#wa?>E(;*jQ)#xG6=GkHN*&@TrDlapJAZ$DV%5+9~DWA2QPJR8_Cca`@F6<^*Al zXBvBb)V#%y_?)Mb?~rJX8Lk%#xR$DLv8$cKctrV8&jR22OdD`Jyg(Z{=_%qJuNqg) z^*FtirF;%s8m`}_+tH_6Gx`ke>@*oX=i*b?241I7O|xey@I)GjeVVHJYd`S2^l9#P z_WMhTR5&p73Elh20?=|+axa5;MN~N-U=`j){BG6YGt;2t-Y_B#u!kVNApLV^k;+aI z;Xl=lQ+%wfe0ufJ)?1i-H>9p}a&+uP`$h6Q2$BG5I(G%Vy94A8C=sVoyMBKe4+;z< zyA8~3V1U8~9bIv{2}z>k$CoBJEk+|CA;Fhc(aK+j`I2DD0Y}~@s--H>Uv(%qCjQKUtd$8l8s9|lUlYsd?7wfHNgCvzR=Q<#xaZWcX`6s_IUo<9+iGC^jV=0 zcaGDoMQZdJYO}F}&=9B%i6%~cT!bVRy-Bt&C zd#kxqLXP~ZJ*E?;o28c2JcQ3M)tmO9v%Yke!v@K84I_h+^%6gO3|-nHii71}RUPmw zAk3!7e<)OMNF?rMbfh5ry?^>Y&<5!8hQ&Ir#{xdvUtr;nT5qGG`u8uf`3IPIk^OT1 zY0Bfr8}haFT(^^zp!Q5sM0O6i60%60%%J$lNQlP8T;L2@Kq*_DafphXtyzpM<=bm* zV^fD&$?TnvOJa+aAnl=ZhTq@aeuE9P7~k76dn^TBk~#)b9!ejmc<=D;o_v6Y3@VoC z7klv7XI0%s9+{(TPmoXfa+7=mQI79VsJ zIdQ~^NW5?1@>b{)<-Sl>U44(n#Oz=}=HuXx3@4A=CkPTmj5i8gkFp*KH#Dy z!ujet9zo8C{-114A_Whu<=f9HoL_ff|Tno%CRao>fxDprhdEBgA!Qqp7AjPZAJc=6Vw!ouJC``JWDsM=)7x9}bR z)UT@f2rodFto@5Jjr3e!oqLG+b8E{@h$kfwIc)GSzo@u47eoW0M+L5rNI zesCO#n(FH~gJcC1*x{=9>3=?sv{dfm)GW9)Nv;{bNF7=Rc_k&jF*HXcb_$c^3oH>E zZp-?6-@~`j(i8&>Rue@N;#Nn&EWi;Mx- z(;4rGF$9fA(apcFF1eu-hjKPdu)cyd1-cC)X~QEze~gjuug-mSPCDYRWD;|2$kI8f z{pt#r_ibil$mJ~tUl^I`XP>aUzE*2MTvxAfN6^dB@wbcO-!?q%F5@cXnzgk})QEh3 z^YfaqmM&dUI~mtbK7~Nx?Xs*@6%~)oz9qlRrv6-^uXS5s&x zre)DenhpR4QhiSMq~~z>f10%|z|DRDGwqdFU7!Z2@ry$O%2kAUquJr-QRn+zf@*}^ zHOuSkyYZSKQyauQ=UUfWK-h>W|0(?4d8(|>E>M?!ZKcoX(cNl!%z=k5t|MS~(GIuZ zAN7>Ihz)ws*Uu7xl}31E;PPJ#<`xuKfb0VDF!?+Iqty@r_04TSnV3L!L~~V@1+y@5 zhagj4#hhOO?lGJc^d;VI+@+ImWl zol+GnJ)#0Xw~Xw$cELZ(?l@!jIu+~MftqxB*?7wg*3npYmq(?NA!TFc}T6B&Oa zjSmU*dk8jM;u?|?RfD_v^8*%XA(uaiG6}GvLVuQs4uK}^Z>{0c2GGke4b^r6svaqQ zGe|QRTxCk`8sk~8Qp1gL3>ThFI^X-YD>B@E@Q=}??blx4@ltGQk@i}6;IV?S<`-_P z$KbJ&Ju%|K*gS1l|HnT#m`pp^nAP+OkQ)#vAEGPP)!;+}OBBqANh+%K03=E_RboUk z`(?fnVNFti_K_tmU~TvHwIFb%%5UHFz1Wx(fXJUYbB3H=oGa|j@f>jg=t6=X$a8~w zPJYHmt^x9nE!%WzLfH+XvyM@fZr>u}Fv-TJllL71)s;togzMY3Jo#-`owV<^VERe< z?KXFcqfWAKvZi_7pQ5rk`6Q=9UV)TPWO$9yU@)`EtrFVvrC;tVoIAAZr@5*ze`7=S zJ#MPtj`I%fsz?q;!%Zo{8zr38QtVTc549|4}Bhi8@9(D8}Y= z%BGnkTKn!A^IcH(kjd^{D!wOwH!jA9X%>Du$?H2A6*SY?CCPfyL!p1ICVuh;p?to_Fa(YbCX z?9|y0+;h1V;(Qr$12@A)d zQj-=CgVc(n8*oh^t0XW2*5SxhRi^d-Igr~PopRd+d=`rC+XkCh69R%N(pr<3Z|wVK zQQzD1oRU&}e$CiWb9b=to%Hf|MYZSn;r6i!*hOR*o88=AIyrJS?NTlExCz75R-J|Y zyHCV@Tw7?{K%1#yJX89(P%Y`e*>tJK7vd7}63T)W99Dv9_1liTwan@E2TPNs{pv9| zdX24H)_BNI8YmZi&I-(Z73yB&aZ}0T26y0!Z@ii2t}}7fZnX`%lqfliLfi zx=TNth+6-jphhW9I0CGR{4E)uHiQ&`Jgda2IkG5}3}7RrSBGe@4S^2+NDI)*_|Vk7 zW^a9cdovbqmBWv+jk&X!+AtSs#;DNr8refFh-}I_oFLv!cfw^-8XMBpITq)}>v50r zUGQXr5SI(9ywtI11!)Ivv%f1UD>p+1XWR3-BDgMgD8YSyN!EUS$=D^)+5Mttv)|sF z80_8)Sy7VR+tj4ueURpSXq|}?`~-bF+RFn~CZA^=>Y1^ZNWV zZz%Fy(pt)Q(|gHEcYW6Ld+p%eSr^+_q_}%@HBmSuKZw#{pgzoP0Gbf0{$Ks}hU5B& ztY7-Q&5sS#*?iO}IbA_VXujt=%tDcWUSASZa_VJWl zV`O9$D(U&@OGgLX9HK;u2812f_QPX5+}y?>p-HEPPzqywMzbB5qh4SF$bE%YZW4lg z1;YyI(;!PAvLY0g9P`a`VClS@y0KvFB@}`Bu0!nD@pky+IP(L5U_=Xp+qAaRx+U#B za6;Y$Zx>F8|6jm+gW6XCi}pfBD?gBDWGWz4e=SPL7Lr}rYr@IPyWI^T#2ptQllGF9 z!prgARKQ{Rk5RmQk^CP!nlJf`jF*aU9RK(Yl`&#+5HsfpP>d9`Fi73_9;b@asR+(rIj0Cx10ZbOw7Kw zk(f0|76mRhl_!sbKuW?5WM26PWyl3G^}5itv$M1Ab6=fb?#gf(1P^)~PY#XIdCX(H zi!-ibQv>xJK-+NMF0p;7C`oM}8R{vO0B?H28b%6X0JRl0HHuzr+`N!|0}z*lxA6~T z66Jn7|H)0m2EgIscun9!d=L_H8gcSy_mNX$as_2Q(8>O>-sr~9Si?!^=8vt`9mfW? z#mmhp{K?%tEA{rnR~d^=xgt}eDExt>(do7L4EsCa2v||h47W*Z z=>|TH+Wi@k;PJxF%Cy@n4%yFp@BKrr9dEY(whc_EpueSu${-cj`BMKcPxh{-O0jpP zk{(EkNk$zpF#k7Q0{F6kq!0z|3dArQ+If@SUA^bEj&^OtBxl33hM3XDU7RX=uN2;t z3(`+|r=jbYuRz&${UMzK_ZQ(?3RPoEBK;MQ*xo%(JVTW#N2oaj5)g$F#M7}eaR}T4 zsZ5sr5;G0>@#U;CvJhR7mq6A`8?$2@fPBBhazhMMxzeVI!+#h(Zc8ueR6q z`{4G8dKfj%yp3tcj(6zph-vG9KgAHh3F4CjPlN^VGf`dWD{?o$Bm~YhAf4}@CgbDc@~A&`TXg5 zN>jdeF(2GydMg-b$%Bs!f~PJ4&NQh0wm zdVmb>bEp4a)Gedz+jq!)|k+Lh>mP}3(G569D~;$ zt-?t+T|9mysO4=?5uFBr1w0`MdKLG@p{E#SD~(n3Au_;W{Ye5DaE(B0!%b7@){oP{ z#>-oqnFZhhn6*Nvs)i79(lMQpQi?sRPfK|lexbjdp%1@#NU8*Ld_#Mrs zA7qo>4VTFr-lte-Jm9C5Bw>4<%KYT-@jZ${9&+AI{TsRID`YBk72kN}hTTOYVr*uk z6!d`M;nBwDH{ITdid|lrtf9No6a3+}_rrSuiU~E3Z}pZ*UH{$jzE#Zaa#XaEn4F;2 zy{lKmuRp4-Jx7zRhwUW+5VzWzne%%r%{TQIy*K9;dM}qn_E^?Sd?$nzf?li zwP&|F|LeE~upk0qk?J7ii1-|8g(CS2=K<~@_w(_kF0{LFYXxt3%GlA_8EWvSEA|pa zuDT~rP{`ASmZm59V%My?ni6mCuZtCFcpgU^mtg;E=-Xk@FCY9}uZ5o`O=vF29yi$2YB$CD zdHy2f96&!oYoe_H#`c(aP!6aXVIn?;z#nu1vPe_v0R7I4$giv{;#)`4cmPUCpp4bm z{O8rl6gYf~`w?#=5~&|t7D&F9eFl@+)|`P;(Vo5nVgByt*!E3dDcn>4w#&-#C4bUc z-w1`eiusIk4mLv@6X}BIdY8L}!g0evd7Z9Td?J3uV?LP4XL#E-O&jr$JZ zJ+OI|cu)-^t8YZF0lvVo*@J^y0mqmZ$I1zeS=UFqt90y2WXdD?1}V9vbal^aaCgLn zNymjX&WjY^l6vp6ap*=uC#7{H^FH7V{q`ItIZ}N0bDHB zxPAMga&+0yxaN0{r42gGV}2rzR6T`L7r8F%36x!PPV!dR@f56PqLuk}W$6d+Tc+LE zi*DSrvRoQ|{Un3GfA{&6{_VdjyG7$76tK{cJe>c@FX_KQgif67m`cpY&_s}!EKoO! z52_mh`M@y1Zyk$x{O);9IV|q$t&s_^?8%{i#X!j}%et1Sbo){03+b#W4Fyz7w70fK zD9~}UhwnMIH>iK)9w+}`)j8##W%-jeI$M}hDfOqP6ub|tn;C9ST zcxxr8kgbtO{5!ms=I1c(;Y{uPdr(k2;a-yX+Sc4029+MM1Vfg>{hoI9A@oJi>5#O2 zTxu^64-7StjKG5{CQ1(Hcm3AapBJ#b z7eAN=Lq*!-xhe*cU5I1^YnG-Wq?|<{E-vdpeg#r20SAZdU%TY=>!?eI$`uV~3ENpL zWRbA>QuZS)tyC=K8PYTW8~s0?zB`=jw(q|!Dh;EOaVgm;6-uHMg=`U_C?m-xlvHMf zviD4gNM>Y|l)YWD_sYsBWc^-e*ZutdxR2vG?xW}Gy1$>#=RDu<*CgyNToe$&frmu4 zf~RV-L~?Vi3b#2#PKXwVEScDnp>-SBnEa1PccCm~8&KHNJHSK6dp-NgmLt!;{jgnF z==ULsKu~<>nKVKPfxylq@u6#6<{@r_{ZlXL=WoP0{j;YNc{T<5gcTb`oE!XqfA)D_K>;%vwX`m-1TX8YQQyPJCSPYZEXRxumk2HK1)Hut z0u+j4&0oWO_>M+76N}5@74ySX4;xM-cE@qxSG_&?jisM{kGPvo$+Rz&A8-Uc zueu(sq@%=DzfU&U!^5nmiY>Qb8ryoCR>c%?0HraROI$w%4l>b~r$Ojqa z@3O#j2_gH-bFsGn$$-ocv$=_RR|W3&rm1Eaw;o?Cu7G!VJ%l&>GLcX$St4B* z;@g|)E4VH(XZn@?sYBO@MyBB>P`fY+Scb^R{|Ap>!FdT3D*D~KpXuH$5T4qii=EeZ z7~=Gk0PTF4q(zQF5&*t})aOE`w06ucRVj&}bb0S6^sy?MMj_aE-QEFFpuPor0NZB|rJ@u0F;zkYC!#~gdXrmauroaeL! z+lS^aoy=qB6U_swSn{W7xPwM9!j&$2rINS;pN9DR~N1 zSALcAZjJxvtMo37+bOIV$OS@Z{~89&D^J1hfXX6P7>xNQ(VvT%>CKTo_po8CCs_|V z@Cv|=#`^5TX8)idqIM)EPrSyk{cgI!cU^MiYK?%ll0`Uk=SkaUi((I&BNwjs{R|t7 z?CSE@c)s1CK1BEt-Gv!?`a3^IUVj?AF&Iw$#!beP-q1?8qOx+d?d=I2ukAO}bu$7Q zPc`ihtCrMPrC*w#C^>w>k6Mlodi1hS`BFq353pxk7gtt1C|1Ps`w%Yy8mtGynfC85 z2dc#OBv$eRf*%31>m$trW$S9{+USEK3O$T}>K|>VS*Uk9B%uA7G|b@~X)Q&O1<7Ns zGdwvXxu-=7kzpi12$n!3e42rnH)@9`Wd^sXFPgf@i`ASQbVd1~2@izW1d=8nDvZi} znjg#Z3YJD@`&4RjOsbncicEIqxIHYD*8K3Yj)LV4qr~O3mj0gT;@T;@07!74HeTjG345$ zWA-X5{TddHv=HKuz#)T^;464nsms#hQ$M8diQQNp+oX`Act|7rj#Kab&2>Ls4e2)) zC^I16XUce^rv`et!y`_9KmsAOcE zgAIIUR&I~wB;%7`DY*|$kwVQB)sDWt(ZGmHsoL_P&-u)iQE`$hZCVFD@8|bhK37GV zF*;xp(gB$W)=2FudYPdf+6aO#0Z5AP6~$YISsFwuzj3EXF~D;ePP7AJ&UaY)6DWx z_u5y?_28df`gx^C#0n1B-2}o03&?3h*ux`eshJg&HB~OE zt8;mKZz0xrNEW2z3Z26)i3*m!3}@s)@P{v?^EXWT5>?$|mC7Hs2|cOSzXj9RcjN4e zU`Rc2y1h{v8SD6P0@9usc!PnOt9*ry0_24d0gAxF`>H6$VSXm-E*U+b0{8@p;KXX= zI+DlXFyDCzbQFpH!~f4bQ-mL}2^-cQ%nwGy+5cqgT_^kUq!5yg(2gM-B5y5}Crt%R zyTS=)3~KUS#R#`}$DI^a9&(%l%?iHo)K0H~25oxEs;aI?l+w?re=DIZuJIR#zvws085#b?X8MM?T3%bvfbm|FRJ=u{%|3j;TTneBV+x8ZMxr3r(C zA}Nn*LMGPaJYJ!!2O@}{z{Qc(ff*KQ^zS@n>Y zrasEuQ`Nb3BIAd@MK;ZQQlO zf}Kx1XR-5bD`a2yud!8e;{}PEOb75$$+U0#S;HG!+_{4yAQVEp{-#%yg-C~REW8|n zf&%II&u2u!pU)0+@o>j(GGv{KIbed8aYkXQGCo1@TgaJCzQ=;>K%(#m@=9{Vp9cj7 zS|Gw|cKRF3Y?|YW%pM-2aM(i;MQ%wdN{EsS1IL?867mdr7jd1U;>-`5SGTzx2~L3D zBgb?9fAt0sfgUxbHP-@m{u40#amUqV?nCF7Rq;24pf(3T-U~&)i(VwYo`jxRC>`JF zZSM}XTwSWx#la8zk-OMfv{qo;T|m2#^_V&Ak;k*6B9|Z;fZr9dZ`0`Ve#Oq=_cHu> zkdwCt{bolenk-(0_SXG7J-ym$_;N$up1MY>^7zNmrq&EAv)rnx&xH>XjEThR2%2UP8jt~CWmntq z&bmQzQI~(;lnj_~{M^4Zz63ni7Kfsu|Bd9s&iA4zx4!QQ{8-gj@~=i24w81#@p22L%W?mJxaX3H=s(1+ z9BceB)ADX0&!GgoHa7yuIJ*y9Q+b*_7)zaTl-y=XtKg1%(AXcH;tIz zZ|XPB>U(WCZFcHoyhk#pt_BiX z537WXuZa#|ahs9}sN+e>y;PMLVS9*<3(L@*eNFHBhIR)~8SLGQ91}BZYvh~t_C#|C zaXkx^6}LMVAN!;~&5v$X==X+acSc`b=goE7v^IF}U7K-kZsg%yozfQxV>zdkyNlEZ zXU1d2H!SBg6d6#iJN?{O@08$eE4Qzl-QrW^y1guX_3!$&72C5F@%l2wUjj2C+FFfx3-3m zs~(VK+m7ZGPAY&Z>{z}r+sNB5JYyI`8*wj~&lK%~P^=8QX=s!uJ~(18CxZu0-8zKq zwA(n=Mv2ve%I7+o!?Iov6%k;ruXXL}3+3kH8~UHC4~c1N?Z~rxLS8S#Uf07FjmK?X zbOe9J=E(`MT^vr4ur#A9cKYYfe~yYpX=rQPOl+gt#vh=5o*!}6Qa!C{A>)H3-!HM~ ztbCnHetrdBA4FsR^Ups$9zvG`0t1z@jy5^$`a6&-_mv4Gy-L4dNdi zg6UY~lQN#D>Nu{5n@eibZ_G1@ZT@~NF!_{q_Te34D$AOjC&IXnc2_M>%qk|+R>&Hy zPGz_@O+PE{oVaV%=5c`g_=)i8w9TK^Kk*L?*!^IVaed*V011@{Ik!^XPsW0`c#kG% zZg$AOe+g}EXer~0?mh>vPTKJeWvCtn2UmMF4LK!0(FWOrN>Yr^Iq3H?tfm~TQZMEp$+7rk)FejO;6r`h*?laQJL4vtG8 zaeHs!+T|#A2K{f1jk8DZ zxnZaPA&gm@hJk^bLK4{6#QXy}B~mHne&8^|X_1qn!WB98%N}LST&1(^U#7N=z$fGP zYFQS4C9n3!;OR96dAm9FN4TKw-Ej1hOfIc#%y|FPFr$@BC2l^9gtE-MyZ6)M^G=Ds z>Mj`np5ILSob!~Gv3$-mA7$hp9yOIwALY^z6xi_2A#J^BEqy@co;^M@9bc>%t>|24 z^ty$62fHZ3nxE!pY+mQ5E)kL>H)yG`#jOq+0b^=mUO^uHuz<`IUTJBWvLk%4s^^#{ zN53b%&(%&5ry3D*kLA1)a=g@pjdUZUBQc^Vt566~E~eCI)%LZIn(uFuR~Rvu(hU+` zV9Ch=jQ?#qc$;A;SGjX5qm|sbkf!QkG}Oc%lKnmB{rlr2uvhN^g47<7n3B^AeWCbJ z$S(rp0Iu;6BhO*H5rBG0rw-9OmRc&_T0zP3zDh5Dh77I~4CYo=x9c3{b<(e)(1#tr zb|Px2GVULJFh6m~sFMD@T57LeScqftkxb>W1-<3y8jnc#j|a&zC6$5)#Bhmf1gpMt zE-RucV4S%d@F7D>OKY)vZS`-Ak5mq^%0f>yp^F9a<(Fky>`SkK*<(JOR&a6^d6oE6 zJIkZ$$o13rS4D_*U6B@3-8Ubml9JAdrlym82!}=Vr{hGMzrfwE>bLga_4PG0Z_$F? zotjBTr?&8T_C)p2$cIhFMIk=f!Xb-x7qexHdkjl;uVyS=KB2ioZXMgJgocbUsSd5` zb>YIvhuG8i;=1NDVBg&p8(Zc$6izRnV{bF|%fdYV!kD1db7T30vftbHAA2l1Kll2E zPvps+Mz_U2=9GfP@chVS@)!mnUyy3wO9^6)$!9I6g>XVMkT%9Px9zmZhQ(#ePUb7> z>LF~}O}0oFBn$*nvf*2ro}Nx>_^O{l{6v5gztYHyoHsK1aU@^NBbGE&VI;b}*T>!c z=HkrYRg*Wn`_kTPyd}>QklS(dzKh7^)QtDicsms1#@vU0-rvj3HIzQ~H7>WET8vDJ z!)n`oBEy1^YoyZwzO>os(em^qOl{wQ(Y2=QZA%!c8BQGt=SekncA{9jp5==~OQ}@y zBqbhIljX55ud=Kx8n$|rVpi}?4i1*$y@7%`pKVmoe5h)_e>d$dCPqex{9V|FOqFOi z7sMSxmakge?z44epnui(oi;!JCap*0}k!ITG%5`NK$O?%~0~6nD`} zQl9jh!cm`N9Jn*z?3ygB^!&6UZrIG`?`KeRGh00^mq~qd!bp9RZdaS9Ik(EcuIp$I zRGL}0OB6BF%|_m+Y5F<(BcGDeaMNRHKS`!FkIy3^+q!H|tvPMTEk!$_-$$<042(zI z1@6R>0%_NhPs>@rU_c*`Is4A@671-3n&7z(uG_jE#6GFgq(KlqXx3yV`j*?rr!gI) zWb`vJ#OUh}9m!#VII|D&6xp5v(4OMEV}>mDbX^}yD~wM7RS6c3+2yJ_z@B}`tRmzT z(U+sz&i5p1VzBC=CZm{yQb`NlgP4s=5NqojT2V0HC1Y!Q3b`SST?N~^j~2$a42m-< zXqh|MCyT2&9r&BVthSZ)qSwLAf2D_-YC!hq5af&*yuB35NHretv**wK**YbO7H$3% z)F}~i9M2ZRAnQZdnh@lfBTfDlwr4MGoM7A`@;!s&!c_jwjMggr-6W{k+}ixpO|w|& zrHE&tZT9Obf)k*qHgo{L;YzCwt0pz^+?sQ8j`6YHZP zU`sq{A3?J*A_!6=tMMALeo18*4I+Lqb*kOl*%77#ohH$N+wcSa2084E7#~K>>73Fp zUykX1*-Ct~Ksl1{H72VaMchXfFc}mS2C&JxcSCg&yH23SL)@-vvs{EoIUrh+NPsyR z9>$wTjwUpR$edJMQ5;=Xi}99&ZcD}j+kF$K(%({(FV=pD1Od7GX8Aic6;&UyxEd@M z1^r*VxJjPK72lbiNcoOdO#ZO%!OK5I`~PUHH;#|LeI@Es4F4_n)wvTVjRYnqCy{)C z*@wRhRiW_+-vv6br|BK*;^MGj<5$1BI(A}eF3|P?X%cb9TGwo<@Rh#7)mB$esr2nE z*Pcq=E4lset_SIK3|XNgxdk7O@vq;T5H)=EM*sQf`)L(AEsd7P?=;4450GZ%x$czy zu}iE%LPtAtd+(zNMBS6$vb~g?UZ8SQN5`xn@g=&T!9l&f-H6h{dK(`deU937R}q2} zKRK?>vS5Mu`_t>uQalDx3<^&MIST{`#ZWJF?*T;MmDop~SL-J~Pii)Tt%9|C+n4S@ zI5NRWKqGbv#GGzP#VF?t0Op>k)_p zeWnWKlXr;i(fRnt+Gt%yD{ndR^Tu8NZ}e}G(A7PN2_gCT4IB8HvB&+nWI5pxHau_H z-Ha9_JP1%ISX4z}_+=O6N;)2?m*E>3B>&EHTeXUjculxYNpjlDoLdx!xws5Z8u8L^ zQ>Z_q7}tz(nNlv&ii2Ok{k_HB{FvX6hP}Mstu^@Tp2t(CUf!5bbZT|k<4uY!IlI%# z4fdbuJDKIc!{>?S!8-_SBHMEc#vU+deo;|JDK5Hq<0k3F$BUqamsnR-&u|mr zJr>lHXu^TjA{fwnSKYlT6mp`%7h#!gr8q{kFfaT=p}4FET?m{fyYSWE&t6+x8OqTB z=;$N1T86&@s!C6M4PprMKKI_r{^|BD+LTm7_3SYZTMvetIz3%1u8oq@cX8$Jy!uNd zZFz^G;BH!4w*Q_$867u)xil@IMKzwmX4lm2pUG* z)YMxZ3E%$GS`yW9kS^+ok6x<>Q?R4u?!1(g?Q!*m$xUo=u4z4RdXg&$JN3Q2YrycZSy5oyvbgD-=!$R)_=SgXC&S>C+Lok* z96{K26R>t+ANlP{+fc24g47!U3A33dPY5PeRqF7CN)l#>$89?rAM~cff4XwM3K}DG z;C+PcrljfPCZkeCa+-x^9Q&z6)@2cUT5h^_OH0bkh)Q;9dlGsA@HjJ=@fhl#go5_JUctEnUjy;j>gtRX6D6%x*T1(r?e(lNsuv zJ*mDJ>G)u6=QrjA$Aq{|LUk(F+4i)2g>A~PCAqe=G`?cFw1s#^pjA&(x+wN&`4pO5 zgHG4GENn#TEh$4LIWZ!u3;oc-bKgV${Edgxo1q>hHZI`uS~(LT=vD(dnCVFvTTqjg zpY}MG0|GNdNHbIpZ)U>Q7h`|M10uRzAjyx1h7VA=>{25TaMNhr6Db2Z3+;4Yqm1_) zLSdeiNx3Vf7R5WW_dra4SVTl~4-W*ek}v;53sXbzu+b*(!+q8du^XgH7|m38-8)R( z9JjoQNVvLOdUU`@0LxKy^s#45CfbQ@nfgYyJXS^fYdSU<-V;m_Jm4p1F#UGPp{M?t z#Z{W{v-vMW8efEe+?W6B2jli-tIwbBkKNw`XSplOqkoVvQZdLC5;R)Rwb`l5BR27S zVG*m{X19=&+)P<-VhtA79C|OsJ?2Yv6e_!=e_m9FHQrD_ke6N{WWS@Sw5#VR<@O&I z&Z}p)y{vCf`|IFACRYA;5Xe47MQc0kRsec~IlZbk_Y(RE;sHTK!N5PL{zKGLF*F*Q zr!yZ|M-|X}x)6W}L>Ip3FF32xMg>W)BRXWt_@I0~i%!Yw_jGQ!{~!^~dKI+fkKu($ z=0*7^ai2nE14XVkHc=coMdy>7--DTBEV<5a-mW^te5!0T!`v$Kl;$sCS~_FpfZcbl1V`tyklv~kK+MzAqRrWqJzD`}7lwtHc>g4RFWUkzN)j6fE z_wAHk@f^a|&DuBAPfLj$ON{Mo-A6ZB<5=)G5`5@ApN(@<>d!UaMk{fBHx^txluu36 z%=zCCsU!3-cMuC7wAbgMxRjESNq#;BXb*foTC()H{I^bX5ard`2ZC^$_QDZHP?D=A z#v8vQb&Lc*1KcIvQ&Kq?ApI-n#(n%)A}FP_;YVr>_LPC4%jQ>UC3LWr5FZ5LW7^q~ zAp^*)q0r%hRPe5r$B3XK0n7w1>S{NQYrJEadbQU`adqxPi10NHf2l`tuE>XJ5gLCj zL$(anSS4DCmnZ*j98t(Pd<_{eSe&nX%=Gl^XKSa-;twB2$T0+xp9eElV1k#Dkv(*F z<@jh&V|jVa*AxoRAo@~Sx6+KhBEkDdRE3UsB-58lI8{q{R;xR;O1Q}GVDNi7=KXM4 zkpAaHMf1r&vbCdUu0np2sCDM?Z>EFi72Q3bowuH0lYL87->Sap%;{-8?=!y+ev1)Q znV2vT2=oh~mz}Whr4wT1r1~1W!AzvMv)9YKZqp4 zc-9!L=%*f>|2EwHo1N`gX4}1jV3#D1(f`u|WV+m`jrvwvUiIGkk^g{?_{v_76E3Bt zxAoI*{qWcQcvgms8zjv;5z#+}XW#+#6HB>kh@hYC2L!A5vXSWm9>q#Idl)(6R%8Fd zkh(qJ7Uw%LTF%|3>pNP8Vp>Rfc{Ou??o7A<6{!K(9bi3uM|Zk7fN-768{?aqnc=>L zL^A{B^cmgoZ+%<=s5L$&)o68DjGiyfux$lODYMg?J(rnjfvyW%(Rq`YB zlLPiNQfWUFp->2(t?#tWv&#F!(xs=z7XPSrR(^0-&kb?&q`>_wTi)GI2yvOJjl;Dx zbLqYpr-wL{Y2!l|q0-_vs0sg&G+TWm$z2qALC}Fasq$=$r<_(B7#vK$`Dugb^3M{U z-;a)wXe~0Lwkwd)nG693w zC`dLCl7MDjKVqj;^z#o4d=GpPQRq_eD`7~7x((hF=vZH4@E}hIz6Y6J&8>=q%Xn^z zjb#LH-6g(!4{BGaxvz3Xl7Irp|D~sw1u>7-mVWot%-vNI59i^&1C{YI<^!|?H&fq! z`;qqT$CP`#_r^d$`;mf6c#sitZWjld$jH&|v8p?U1qc z;mY0Ksr}l6*0d7mtPeT9QR($_{;8=<@`~r)gdQYA;PmgattZxKs1kw3cI_!k@vX z<*Qk3b++i?@FE0xl-sxa-=;L*hOH)puMpMJXBIEro*R%V=gM2bFXzV3osxs)+?VcEBN_KSg zr3YJ5-W#~=My*A;eQR-h`vD2Xt)}WhrY$KkIwk8gnRYZ6%IT^yIOH4jMQ2U7I{tdj zbn9z*daS|sA5#%rTr7{H+5_C``Gn#d*>YnY#t#cx)bAsv4|IDV&_DWWa?;pTE#{+r0!IFG8u=SQ zY&C+<5Z}kj^ zhWXIkotkjb3*#=^{BwD(G38Fc+3LAs^Dn2Zw)@0smbnWTssTf{D?Bq3-FEvrryW67I zr`GUYbu|?Vm8(y+=IUOFW{rJI#d4HpotyXQY4hx(zg9$6%?@0Z<`RCpzH$Oozc#Smp8 ze$1@9V*oAyRGZt_1a9)=hT0cVD}uN%V$hCKVS#}M2oqAeK0ek?3v&M7vx@w`XLT0i z4=gTU_=YAY<-mC$lFT@n;ac#i#H2G-zk-yZu0(VPnZvO zlD>Y+)p8Q-yG&Q4OU{p$6>A`bnhDg4Nn8&D9+QYrj{5pTnoG-6c++Hf}Lv` z*-oF{?^k|1ClYG$j!D-etdGop_M9gTOBgNRXm$P98-E!90-HLa8Fuw$|KBKa7^Sj& zKwt~C;I@Wfd>B_=lGA>Z)E#f2%q)9&Ww^+o|tTVs0*e8w6x6~n|j z3&Z;khHe@pEFnYlZG+89Q}SE*+`Ys;jjRr11$g?@W9`vY#p1S=agX73)<#RS6Tc@g z+CN(8r5NJ7R_uIQjmo$xIv6338`?d?esx7@rWcZ9_OZXK0b!4&k6vP<_zpO z)i=b=!_$xBZUCTCiBXoSx^{vb6Y(aKFHGvMkI*@HqKuB6i~^cjuy{>_25v2d#|rq} zYe>j^qsOZBGr%#I#5hqbj`py6GmBnHy>)s>!Qe^^UvQLlLW<4XGe%K#o=R~;xvEJj zST}r*gbB?Wp3}W$D+fnC3d@BFjb%&#o-_t5BD$PHfq`ykf7}EK7B|m23N?*7V1WbPY|d zHQPMb;N1SXANEg~Bd8SDhdG`!8@VknzG35=Oly@SuC))gtDpyFdV=}YtjEJ#oOd~_ zGTwN!co_F_5Y1*X6z6{fw18oJJg{pB@}n2vv?6W$DDy45fB_)~p3HU@H(heKKx?xI z;T<`mNR=Rok%PcQ%{Wap8KS}=VfRjPG#Pt8?W4P=nx&iHr(11sj1l5~PEmA)B-~D5ohOt~9HO{Q5%E!L<8RF=a`J zjT!&lFs*|&a$0;v-NEC}*3;VHmq#wX=_?7n3)h{fM%LjL(z&GXs>R!)fB5`c_S{nu zl}YihUdN}e=1)P&`Og#Uv4#|NON|^O7sX+rRxatR{CGHvSckIC8^kk3?}L zZEcgij-V&VAi*}mzzy-s8X8bKGu#UD=U*6AeQo+2Fhif}zcbaXyg^wqHm1yy@T$Li+J7Z>Lt$FcsS`Uxc00P(f8vzsnY zP`sJ0r10Wt9L**nW*1L`BQ=_jJuSpl#|U`z5FxFwzp}iXi2RT$ z#p3AbxEQ^wkD+1g7ojMkqSg}bA)Ke;kdMe`k`;!UQDlt~;KcU}gD!FABIychM-}xU z^l_v0#SU)adQe`xNku1+{5VxL`402$Pkk#(NpJu4?T)}C)Amc!^(5xJxRJQ{!M1DXx8&T!N$Y@uUdJ@MWRmKm7PoCgY-NsS zX?`ll^Y5{%#eWN88#Z?K_n-$WuA%vxT$uROiM^h}ZCA@>Oq|61nVH$d2VDL>*kP5! z)Gsi>V>~G)m6nJ`4L+u`0T_<&?XDPU8JQ6NTU&53rgmOdDMI(|002D>LOr2T5ogNe zzT?jMe-X1p$bMNbxWdM&yO#y&lR$t1HmzJh@yL~ZVv!G6@_f`2f~IdxZBU|j@m4;IhP`u((APTZH10Fo@sQC`=)UGvqtFB4wvumS zUhWW<$n00L*aLXPrk0Dl>~nWc-J%JYd$s`x5atWT)~^ZMX}ut(d(CXGN=6Rdn7x(G;0AjG)|L`6ThLLd53`%N*~j` zV#u*asCKbYRt1Iou9h+cgd(~+!&4TfX;^4pIy-NI;YpSdNe(8^V&R?}g4!ttV=1BJ zL3T;~V7d){3!eil!{OXfX;2G;h({x{Hdo{}@|wG!@&0dgR6G(^{q@4mvtK}YO!Pqu zp@RV6<0AcHuQ;jXW$m9H@gB}y*5N$uv!LAZnKHSlY9d&G>R*Oyy9yu^<`mpl_GVDx ziV2_Mhttc$b*yc<4}QvJ3|YaoBPd#EYj2Bz{xOb1WbnjAzkBiPfZ)%fwR;;%T|JX2 zG~ZU`x!?4 zYxy>BwTyAbj#%ZjTR5U`20L*yUTvFcavT$Y(ZYhZk6{7w6R;9qS}BmcEO)Q1u&l$@ za|HrD3=z|$r4J`FPwE&bBckL6V0;Y92k_d5C=0zv<1rTE2IQllzUrEu9hO+AyV-F6 z26S)wZ$$KF`wwkW8G|Ha2-?LAPk}oP&iE`yR=8B1*zGKh(`Jjbr{h)>1`f2+-BGxe zbb5poswLCoL~W&1QL)HQu(gx}T8`50U7ZXFYog^;T7NI|cZs;Y`%h=6;irfPBD zT$as$-lgbMe{DVdIw$VSQvf2tX7u>;sE6X`RA{{%+e$M0XpNTkaUD@Uf#2E4j=I=vW9{BH z3mSI6B+1pckoAGH*IfLL#7E#h-Ty8Ppf?8NxKB>biV8iHn9RfhMDuFbS}{~$wn+P$ z(8YQD5H-bDO+MC-S`ow@aWNL~{lHl1qMepzQviP>d7Yv1u&6yd|4zS}A>Yz3_m{+_ zOEe&0!LlgQE=}z!niK8@SchBU|IY7kzLi7F3N(!nF3U*_=nmdkcL zLbL$`y*`F?0)b}|A44ku=_N6`{LdBxVHd>J^k51DCQxBlE-Q0rsdGLz(_rWQmYLWj zpPhN#RTSN{bP|_*RPDU%F_aYCRa2mnDtfrP^!Af(t#w8D_trgn#FscneJ$T=OZ4{5 z$!SNSNTwGK`}{lcwzOv(T=3q*39>ya@_#IPb???peLrug$X_tll8~OUZDMX>KH(z@+`4m`+^m0hvKZU06|ff*MXGc$9}N}-FhGpelexJ&aeiA-Z( zuaHu5FJgsY3coZ)h1Ib|<#&pSgK%<=ctqXDDR>LEaiaH6 zn`<99Q-M+P9RADGNVf?XL@qFhCmMVRbTF@RAi;wiA7KysL2a`-N8r=u$9Iq)jHW|K zJ^~`yTY}$ouuCn_=+#gK&YX!G)`0h9r^wHB7+X0`A9mS`UOeFVRZ&Ij)YOC~4~PUO zL_G?HoDzCRIk_#q{d_N(_qyfy(bN?2>_jD8O8&fxC?CT751n-yLSp1=>$@6l6b?&9Mb#!|xkG7@w$Gtmq#H)DyMgaJ|OH(=T9M{a-vQ4}) zGQ@=U?yVc)S1)ld{2sN<{5cSa~4-X^PRf`3h$Bb z_Mx-x7sP7NW_0r}wIC*kz=HX~s7Ht7t(p1=uXFBk3B@-N^ULu;+PYx1)e4xA0Zwwa z5mFD`fZoE-Ucr7nL&ROG?Ro|A)6Z)aj*!Z&;!Dd`n=PNZe2}H4RL=! zG@W0O$?*5=5bsF(pI}@X@;iJjA1ij15x@t(e!wQJTi#-WalQ(53aG#99GZ>3 z&Py!HrEu~5oCWfKY9FK-urYWYa64uZAZuY|h0Z2l75fpW)|HUpNicQD zuC*fl8ZTH9S45osd&7P3MHCCi`^tTy%UYsKA}-B$J--)quXoYpRb8@t`c>)5Jqm}c z*}Iqa8SM_g@vy&}=doNoqD9|Iu6SL0t2$I0Wx5w}uE)F>1oGm3&!PZD50I8kI@;{E zP%~cE(TNG?b;*^6HGVzuJ9r{PXJ#nOboK2o$T*0K2ARDwaGSzSRMOHi?=gX4&`3z_ z4+1X-qC0Nm)jI?mI4;YpD_4Bnd$1^p!1|r2a@^RLj3Ca5r~mt@x2{76*FHGwA^f$O zhL~Xn$eYyDRDKws+oS1o8F>P4FH>g3Da8vlO$-qiAwHSh)BAtA%NHA^M{{~;^&UMU z5b!R=xC;v5`uQCPFD8^w(tQ#>%ir4iC6M;kO0_WEKcXj`)>iHdz?*tVlrIvZm1s_? zkp25J&CG6IGvstwveunB(V2ApC}r}I5Ej9eV&7UZgWut&AAYdnQiLpG^d~)AvevaC zzKuo2f~WHGCo(izMw?#N17WUef=)Vp~O4vx#qb5t5;Ue`a*+Rr|4Dj_#m_|YS^ z@Su6QtUHbD_&aa!eE_ZgWSK(*&ONw#vOOcj93!F3>;5g&y4Cy;@jz90apK4Zvht?w zK26ka#)VkZQbn^t80(tp?yBi`dX>?{7cr*ltNvxFjEP+=UEvetx%d zuEZ-%W0uY^?G_C^dFSB&R!RYH)xW~pt&edpnyJ&km0?=HK^PT3Wy_Gr@f6;>9|^OlK@^G#d%v*G&v}o8Nmt$Yg*-c;Kz}qj|kc z?Pul3;UXrz%g7-^Vy_|y#JhhqfDn_o0hq_ZI2V(&GQ?1yM`>Hu1X9fbHc}Ae_y1}W zus^9W?$KVhyyVT8BqCa*2Fo>WTLQ|kDT=%Eyl*vzh#S0_^c^Y6!-wO+rChL3Qp%dR zny8>)c5l@vE0dq*jqK+i4(x98i^ZIe}ux%dXEk{X?be<&t5f631~w%90PHPS>0<$5gV zz*L)T$pyF3s~nHNFN^e9TApU1xqzEJ5rwq(JDXE2ynkYXBdKS^XpH0<$+$Ev`SW4b z(&oK-jK8>rGw*W<|KZTRwP*i#v8O*(-x@MD?2|t#uRsf9bjgD#-p@iskNbaZyi%bts!Mvv~YB6w`+*=|dB0wyg zep*WCOK#!fN&=PrA~3XKFtbv#@L>pE>EjKJsA2rv7b9WbqBGqTn>+gM!=3cJyNa5b z-!%okYi4rRFc{Y`@X8sTj8_eJtkNq#D|4;jM^Tfh!VTXe073%~|DAGUUE5LVoc3|X zL#wK!#EB#mOiuDq=6TQApWR5YLw7p$Ua;%JW%1N=<_!ueR!h`ld8k^29N=91=ko3- z-`rDGc8d!WVqbEkq?#U+vWvpn(=YR@H`iSO9barW$~djiU@Id3O_EVD7W z;2U&i)tcdFozo6OrrnCC$0rw8mdv#m_$RsP5>-yl&*?ha2wWcpEl@a#KV1A$vXvUPi8k>lob5h-OWNl!80g%)T-@ZsDP>5QrTr>Me(#W z=9r540?4h(vpzZ1^vvWfNttg5W>0{Lo6uW+) zbV^sv*}~eI$mH)YKO*!Oph`lN0aq%u6IUeN#CR8idR<)>BB1ahq(lBSh&Ivf@MlN+ z777Xq+(NwC)5KYzK|beT$3P2ly?M@7b2+q+-4i>^F;#z>BU9A2(y zvSSKd!{xB^?A!~j^+Q3uA~?W!Df8C5QXlv_liuyiv3ZV1DO`Y-wxe+K9NyCY!K3$>(ccHj$$?NlguYF1bO__~N2$jQWnbxwPteb%#Z4ErzHEtIwW8aWnrfY%pPJIQfiHGz zY@*dGsgVNbb6a1Wv!A->Tb|j?^6n+;_w#!!L~BdpEGIJ`40WCHdoZ~K;We*|#Pj&j zUaCXZ0XF{z(Ki06DW5Cq-4YuYTQ~O0-#_p@_;WlACZOw+lO|t&k2(Pt@oydHTq|~_ z`bB@DS4W2s7^K5k9$_`tzj~K`Ys{#3xL3Sd;+DkA)ypCin3=fp8FGCnFxZM(LEq*r6Fl0x-aoE{Le zL9$*T)WMgNHTA-;U%y@@#DllGQv;bysPE_2jN!71vR5@1o(L#-3Y>EjD5jJNryo0I z@WY|~R)L4x_X^g?@kcj>tgWpDE6+vEDIm;~xAW_m1)`MBY@51m-5EiXTx(1N`g9WP&xp7am@VZ?qn^Z8iQ z?xUqX_x4PBd4E1z7j@4hb==ZIJfT_lnUT}|KJzQ=JKbJ(CMZ=g%3S$^ko(N$yY5$N z;hb+TiT;L8yp*adaKE`5(>(jPJW0n6#x7Ws<{HLAn3=qClw3B9(9o78bUVt2Elr7u z*)x-ZQFitrj%|#bv~0<=n^rz$?=;zBpmgFm-1x-AO*%Y9);@3h9uYp$kVI2>{(SV~ zk156^Nz(^|Q-KlP7N;1AiM_Zvj80n2exhJ8Ry@5hc4JK%0%AC??_A(T4+jOa?c=n< zKho5Zv8Bmx-wt}8nT*cP{vCTE>nUV~G>nW7tGlC67>aaCQcwtC2Jv2zsQ^L>M+*ni zgy(x$hLB_EDTfh=3~8q_|Jg0}zI}q6DA>#L>gRLtkASv-G@kCrXx+*hngc0^uYBZy zipBAA4nLGEoD5M9XD`z^NkrTtM>gp+4Bx-%6~N(2J+X6})neyrJw=U*eRKVjQleNgQQ{Ow8WZ`khN4~n=k~-dzc7aNpRHV6yE>b@f8^v8ALjYn=ZCqFU@Z$_WqUQOCt?z`_hO zc_A7BA3QOk&H~AOg{uk3fP~FXCw&Xb*_^*AH(_HY=wp+>q z1@orq8g&QeX3hf>`2SD#9HdqK5Y}6{LsLZ#sQsTTcRXi45jror%%P|36gp7ub+@`N z=JlKb)rer2SKKA<7Y}FHva+lps>x+F<*Zy>ltr0V z;R14AEu|(2?8l$7p0z(UXKsQpCa$EU?F>yGh34iv%;U^y@jrH`IMTr|uC1ZDddG^( zLHp1oZyz}WrQHutByp{>9UiottwvBAFN}SbljG_*RGcbwS;gCJ2i)8wFI+X^UT4it zgD^G;(>k~}oRJ-@njElm=;67G7dI7(iW+x(-0UUKQxjfYQhi$)8g(;;V|ZAs zsDN4LC0T;#?S02@yN~ZW2bdiHAanQXVE#CXA@Q`9S)hn}4jdRW3n#1u+4*54fB(sy zeiUpq$?c_1hht{e$8kBXyl5V<`cEvj#~=JQ#_~bR^q|j*Ei7DpKVJ)79gs)zk>XF0 z5Sp8?FT$UxJX;on7{?iSFVyoaXzn?M?1#9JN9W*LK7> zOVtVN+O_X;iw(a&)6s;y&HeJJ4kp^fq3v11YLAvD*w&9#^y^h^`Z$N{U5z4I= zufz}8BdQUkfs^6mAyO^k{MYGZEWCtcHb70gmt}2%f{-u(;>cwzI~1Fjyc#xY@Y)!1 z<&Qr0+2*#Bsqbe@$*XXgn8E;RW&aa_HCuj|{`xl1{LtWN zV=x_#~v>(|0yJZ*=!AiADpOO+CG~JS+xLC&Kr4c;WLsdwuQ5=DEsu z_DNhp1Z#zXEb1bT?*|fW7O1^Kp->VM+<}YbDEQ-6M zKCEe7j@I^6Q#e-fFVj|qt9`vXC8e$BBGhHIV*)4gPXyauzXZhaEUmQ0f$-DX$|a7q z;rh~H*@jn#6V8{VC6~lGJfL^Tem>DI#E+O2OkY2X61VO~Fzkz%3*{9xuiv+MbiH^I z6m+6c)MQ}jtJ(2iv=QyAzqjoZFZukv=x&bjvX~CyDyVZfWJ8)A;@xU zF7To!VreqphmJ?JY@9o`^j-Tz2e>7#*P?4JMXM69_JmH@FD@+n#9=;z|M-T4l%oUY z8k$QfDJg^2CT?aSQ%N2Zw~xroR&#UnE5XN}0Kvt-pPAO9->CBIfR&!uD7^wm#x|k27=N&$Gw&gk25n+ZDZQD{>H=A(=4g# z7pKSWr86-2#J;~n>+du3IyHmGM@-Cbo}h}%4zgWqIOS}~HUVDm8x2iTdD%JGkPe>N z=2tE0R;TcBPMG%XXTuXlCrhse3@?R_F+JE27#Q% z`_VAUm6CM6HDPDr*$3|yZiw{^=@#ES)-yQKX}Gdsd4=SAGmQG+2v}Xe9=UZb#J=u9nP{^)7*%NfYR$zMHgD{zCC(fr0AMfFimM~&QNQS7%-CRuh5#NhE8Kpa`5ox?n01=1dF?aPKj^zJ`esOXi;ayPt%G z9pLAWX#H?^FR3f$kxto5cR=Gz{<{jJ`1h9EBRHNXG~B$o^5?CJYKYnWvp2S;y?JA? z?+NwIl((f)alQCG|G{^NLnc;%b7YUQQ&M5*Ed#m6if{8mgICt)=6!%n{|c-JdK|fB z=tUScJA*7o2wY@z*JWu`&dr_|0MOi13;#r5&GK@@i6> z#75<`qVIcFxHXtuO7c}D(woqQ(_8*JOUzd)tEvVNePHJPAvYH=+k5@yZL{`5#tUY@ z85b^6jRYm$S5s2ec5OA5L^MOa8;c_UXFvPy8}rK9eE*N8tB&ew&Dx5Jih|Nes+53W z(5-+pNF&{$AYGDzGy>Ay($d}1f^;|1(%tp#6=NCG4C>-6|RZm;?=Mie`C(U8ZlPM0l^ml zvk|k|eWTQPT5nSJ;(gz-v<2k7#7an{R#y{$Ufa97!*d#I#foo2{1Q@X|9Z}{$8Oq= zrHbK$5*do28^P5CKX1Op0vhZOI^`K&Kd^e1&qY4=2Lyk;3t&52w3KT>VYrOi1LTio zcZyE@`RcCc?s!JC_6#f=gw)g^h0Mri41&B$@NxoAB3^xN6FlWOXS^p-JMqXP$PZq;BEY0gDwnB1foE1rb^_5ka6L*jmeMutr=_KNLWN4m$;k;> z;HoGkOph(&rzg)kR41M}!90e@eGnfJh|p!^<*i3sAqNGlyG;;TZud9I3$aoI;&U0E6|S;%cfd zCKqg+MGx>)d54rj`_zTNEf+%l4?vscFerFe4sa?B9i64O3nXeF0$jJ~Z%K`w+d~tF zQWN;@YF*S!`E)uJTt3^tZmkn-K#RQ&961;T@Y2bi#IwHE%2Dne z;|wkQYX5acGWeTcDDV9Soy*u8w3LJQZfKidtn;&cFu9{StD|5tjfW*4N!NhI6hgh}KtTiPHM7v@ zrfR|?`s`Wg=aA8_ZMw;oX=%MiR#ym36cyy9RaC@asgB$2PaW1aFpy;6Va3os z`#6`8lTBXP$?%f*B(l-|&QcZ~_;4T>1dD*+S4A-s#KA+@DPjmcns4JZ0aYUJVs)Bl zdoIlOOvLNss4NX-#SO^U4_{3e)i>z|Ou6 zeBxE`It#!+2hbcy2e*Ea2O?F)!M{b>gQ9MKRwNh>KWZ&ez|$oy%LTL*6= z7&^6!l$A8pyK>JQ4{&j|^klGBnLbRoeHp3Mxd{-6)iUYt&vg@>L^TdCero;!`|sLx zK}ZhoSU`uwu_*$j(@NQ=DGaAO?Fc&X*;(fGyQu)-4@#0XlAjnzQ6S;Nnp>Z$Gb zpeTmu>cv$GYU+@XxPR@;kmgTBy0o+;BrlJ9dFXP9%tv_HVMI6YEjE4}XH$FU9wXx+ z_WDsPb^v?=!e^x);fhC9#K#x?-Od&jDge0|tuWDSd67M&47(rZdp-8(VWXQwb~BzG zcG(n<`*^Euvwl%fTu39BUd;D*$yH7NFp!az;*XhUbNRi_{E2t})i8q^?7Yafp7=)- zHZyjst%vf1g9QG9S=m`56)t2Z5jf9X{0=^ji@A3VEHdzKFBrVb2&5a*SO~2F1A~JF zM#Bu?{AvWohUXf6x(Sh*4o+t{I?*5pIcgL^$sGZ zp`}eOFDHQZMpG{g-C^P;WgUT=a%5ahf>mxC+zt?+7a*FN4En;IS#1l&Jbm4dBwwuT zw+`x2i--OmH)W+J_pd{-hh%EBnXRo*dOs!sfwy|z(m;!ZW*PRzMpuvImr>dLm>vbu zHG6Iqn~m>TmC)iQ8vHgc8Kww;^bi1Y)@M!^9~YDO{;Q0#?#(VmT{#sN)6oV%1*YNQ zK$0%U1cc_L!53I4d+Fw|QQ-xoPZ2Bto+A+I9|c)pun&4u2s0T0@v8|VCPo2R+mJRe zkuKB3{$&CVt0y2&TR1Nl^TyWXk4BsLM=GL2*M?X zBrTv96`e^pH#Z|O+2D|4QD%V<1%QJg+daYY8y^#{!t&<1pG(O5^~iNRW0rAdQ$IKj z`Oa|u<8p?R;9nEz&+&Q(87E-)`$3WJ({ISMw=x-XhP^DeZxiOOsx|bGdtT%8u(#6M zNd417n1;26qM{;P4dCU21V$+t89qoEmsF;&hXy>0r7=QNKh zAzzuT^@dy0lz7HQE6=>>!!f1S=T4YnA830j?4%S;g;I{qE2kB-v|?rAc$4(1dY*DW zx4PdunYC?Ylay8(E=xlbEBcl{M@Fk>d24@{KSeI7|L-z3!JgOd{Q8QZvJD22_RQ3NOw2*c`C!zb54#`=YA|`n=H!FDvwzMeC0B&u0>27x0!+`I z5PJvqq>QYr*@pw$zc2TAk1P@q{v({GO2BBP^z_Y^!c}yT){bvgYVSUCRFE43od3hvE)RwIz zwvaU^1av-z1OWxCvQijFb8{UNaYnl zFF3`&TjYN<hwP4XvQCI^qdJULZYZbu5uf! z@|hVK$kuu0hQjCe-!eb)*a=yFkEa({*3urTz%V=o$zdl`3_lBrS2Z$vYPc9n=GL2mo z2eu%}bvEY|pk=l|oXXjBurc`?CP(r%%+4;bTq~8C#PP3zIYSSEaD!vBGeFdYFnRES zgYvHn+7zPT^@4a4-cz>h!FG6OKY{;ac{q;@w1WsQ42QXfjc&!H$r93v0uCv-TfFpu z69mfW3n-r2Z$1{lWM^AW7dXSpLDTV9HG~Abw={>$hCZd zk$M%}|5X5jnai3#mkv<1l{YX664^v+Xz)Sk5r`C^Toi;Kx3W81_TKm3x{dy3bzWde zG7fQ^09Kj~eL`Oexj)+%1%0_qqx-I79tT&}q0N3+lUglhe!KN#W_8&;LIqtR8yC{F zp@|W&w6lB@PO%T;A^0x{)@)Wjw3}O;SPE6$@N&<$yu85U=3D6F8jxV1$96kraukYqCb}B^Y4Ynqb2{0wM8te0|0g05wL_@gKCM zKi{_uaaVoao_wNzT#Jr+4Rpy+BLyEfavdo6d1SSVwoF;v0p}Z}tB~LW1&wzHo+5a) zrDbKmG^=&i&i5zE^$bmuv8D!#`gw#YW7`d(1gC=skgjVO$yZTZ8xP-A0&rWu-`q}aD;hOMB-L58tt`*(;5`LHt_qe_ zj>F!+gq8~F`FI&tU@fq`BJa3kaK(wyEWJ7N%JAMn4?BUDr`rGfn?{9J&~bv=_L zdFEbz07h}0mVkwjk18}ZokCbU*lVcrDVvONhb4=gcSYbJ!h~Tjq@4+brd}h6!1dLu z&lKqoRz{2Pqjf7DUy53azF_G-T%R9!J}aKy51ZnVb0aFWO@L>OGWRW+YHZw9sq8_k z%_097lS&`>c^;qcH-4O5Z&H-o8mv8cH2?F^Xy*=eT^t$?rrZP?JQN2%INyi}gb%u) zsRvXdmfWjbN~%1tI5Y=mu|=o&?3HRA%dqbGc!}w>A&!k0CK=i0a}LPad;yuiqfsvD z<>hSg!1j8Lz^4oQdjN$H(p;<8 zvQBlo8oZ5wO!&g1(qf6Btmk98R`xdXvx&oPw5s`8>Ok8r&=b@C?>wxql82wE9OH*Z zT|8Xz9gkQ*NVZXXY9b=ZIGCdNHkKzS-b^w2K=?-E6xqX2FaPvF^4YotJPHV+A4*hBk^S1v|xOl-bBzJR0^CE0e*fV zL1`{M@UC>gDTlxF)jzYdd~mb;Z_-MI{EwIYp#Z!8(;VDNnH2}k z0f)#hy%Dtm$ZQdTx=B7JrI#p(N6Qd#D@O4+Rq`X6Cny#av4}1J7E6^j)bQ&|;~CN3 zh3M^PW{<0_SM?94pn`A^KaH(;d>ub6fybrc%tcmOqg_rTu-P~bPI7loPf%dqYY8BG zoBd1J%AVUuAy0pE$8<}*COm*TxMz9)sal~sGzLJJF<;d;sl}?w-S>ucJjU1_G|cN1@KtgV?roTmlb0g}rA`P@k0JqUo= zpiklL1r-dA$0il~3RYF3l$gBri^*x#KUA@hkFhNn6FKk%7!Se9{4FkS{XVcJhalDn zpJzfsKq4c%=2P*s0?fnRRTG)M3>#D!V$&8>yno{K^semZMMdr*Cv%2-k}l;+2kb+J zOaw+oSMv${<-lLxy9&BBDhT)`Ou;nxk~DKsQc?m!(b?G*QF~=VNUQ}NoNP>tkfMj% zMNrUn8hJw_Bk7TKx$%!9th|q6u8@$2LCp5*-Me>w zqf@)PyRg508ucH!+tfjD9J4;O_@(zZvj(za^KQ3!vVq_IQy9`R7k7<_e6aMg+&X{cV30 zAw=kfPU}v0;8eQthx;sH^K&wI_n2Xd<#k9H2*nAOj0Md{z~`S=DqCA-7Z<78u=#Fn zr+@q3uWSRZWk|kTy-x(e3*dFm137I^i3%%IXR*QI;A~}4EYa%tcB8LEHP5=~QH>3T zn(G2S*-}MqD1q2>7bx=6uemt>giElq^I~BsMe3FI?2E#p!ckE68Fa^`z*xy>AOlIh z22kAx(rrgaCmPx(e}1`MdqS@-_kKAvEL4+uC^3ILv!QD$Sf+tWLLgI4v*4XDD8-YD z3}%wwYjvuQ2UWm?0(?Me#<~-Lju>SSun2T;(6xHpofaZfrpkwNQ3mlz`T0`8ex8_6MeO4+B#Z(U z2~c6(kv()eKr<3+b-Z#86%~~y+;x!S%n$1&j4?a)x6H#3(MXNTrGx~2l=P3@1nYQ0 zUs*!@9$vNbZ>&qTVuLkFatGcv@6xhLimcAnOTSh|9ZsE6e=#Y4jYWezng1ftdc~ap z?jdHkXnJ%2J{T-a%tvh%l2#j7Urr_xIJIAE-3)ws$GHuSsYGhUD5*LHFGZ;TmrsSi zt4;zH(*&u@>3Z?|@o@YE7gy|T*%!^9H1G6%A(4v`wBi(fF!3T_xXuZij4VOFiXJF` zQH!@)X3|g;<=)aCa$?U2V>Wyi2bq zzqS&VQp!p`ws+_V)<+5&XAVAJy*B^T&I27xbYNB~vRV$rr*i^tD>82p&42$<-h#x* zgDq?Geif9-K=GbC3_u(X2T#F+NWsiJ_$YVq0}>fr4uFu$!8V*xXA93y)^$>3KS-~)Zzz8NHh@u5%F=)ll9?N!Rzz6=d6MGFQUJnP=*4SH~489VNSFGC&Nb3_k zq@+TPsF=%E(Cqm@!}?b^r!1d_BjQKWaIIHbAKIgPRF+#mAH~MG5VvWSjgOYuKHFBA z1HlZxs~gM5@#l{7!j+IPx>oiD{&L#WMff!`B0e%cg_hK+s%k_QJ$a@Y99C<;sz-|+ zC@a+G^h*CVi}jg(=S+I}BWpgl?i@Y4neUb6Lxg6StPF#zT&qNxz_C#i`9{Fjkbeyp zrj#jN?af|t0gsYO{Z-RzJQ|guw(!X`;{?D!2Bi)*k$Sqo6o3R=5#y`kJCG7V{FWub z0ue4Qk|L^{qku(`>jNJige?h!P?!HHkOSYpQ~dL|bpn&^0HmIAigO*r{rym_2!`ju zdqxOGIAlNs*ARFaF`x|j!jF648BCnLuz!0>uYd#p5iPAKkH916bm*nR;{6f4LhyxR z?y;o2O|rp4{$bD6E5H#Euv@S_=)Nh7zqaQWIBXDk%aPpAG@PEAmO~kfwn<)}iSW}O z*PG46YJ>V;@WUliYc?Z-@M+_ zIT;5BjvLCCjND8_<_hoccF!K%SYa=Kt^;Sl^;c>i=^?Pi{X4~D{>I$V%7`ICr8*Om zbNd5bfO6>dr>7yupC7>*Fo}rhZZ>ECoSseqlkF~G_)JY8&T53orgi$_fEBnXD$-B$ zm|nB&KLLnOwVS#NX)(U=jmoO1tlo!M?LV*~)oC{`BZHJ=ETZ0W-97I)Tpw=*ZhHiB zl0i?BoSVCWpV0a*De2XJWqL2J0NjoArWDI8mAd|c`hQ8uX<|8bKT7Nn3_7zz#IQ*<$bMM1>YDk@E+x}|G~3NjGzb9gl*;D zdZ88+M3=n$ez=yKsIU9gVYbSvLnTE)WBuD-P#$j=T(XT#V&h(WE)`=Hef8sG;XK;! zQ~P6aPvu8mFB|>osplX5Sa6nZHOL8{q2<6keo2$79;DLcm09`kvbOj3D4fSx%q+=i z=wkA#x$IFiS3QE?pEQ(Sk2v7noUAJQ>RIbc zYXA2UasWcgBat>hM*1);Amvk76c=(DPW!k>oHhR%(tQMUZg8yrV#r$_B*O>JIWIfF zT9vA7=;32hTrW|BOUgcDcxcE1#w!Gq0TVpbV3GmHR=0u>BS^G09*v@pT*+$#8~hToO)xfao?t5alUo>3@!hNqrl*h6uxN$OO!XgDD|_U zLoGMw;_+wBR$$yHRiVs8sHrFaVX~dVPEOn|=c^hd+EB5ABufX!uF3&zCH?GpC96(y zWn{V7lMiTna+3UCx=?Jb0!XI`i=QhK!f;_ci?{NO4{jOSW#b zi@xk*vRdhj`tygluPYU1C{MN2$Mw^JXV}zFXz9sm*>1%tOW2FhRN;P8krU`s)Bt^E zFD{N59a^kxchKgNn1vF}#nlU9Uguc12EK!}Nk93k>u$LlZDvI%qI9&sy4tCz8AJ9u z#JTRGqM{T3Qpu}rfosdm!s3H@!alt0#3o{wyV+uyatP%Hrl?KNpi6MM!1BvNtBYpN z40RkkAh+Rca&&aGgIp=V>bwEILNs#l&--Fy@LD23V0mTbMMYi8p8fw!6GYl@Mxrch(Z-ei^6BqppexFUjh#B<>0J#OMxM`?4DTNPW9$`U|5@t2_2&V9#|JFS#=GWt zF$Pqb!WOx*z3a)nxH1~Vs~8xn9k?DOUIZy!Km=$}=wH^R5XUNV}qL#iq*x^hXhwk3CaQKtABF+Zy! zYjw3FVVb%%%~QTli#R~R&Vu+SwzEwzWw7r8?SQ-N8kL_%@XpJZg+(;&zo}UvwXvBm z#`_jT_p~$>=pX`C_}%F3mEQrp2+JyoHj@8xZB`x+fE>^OchrHy-g5+mZvaq`A*xsk z;WHYf075XujrZb6$I;0NL0jQPMu1>2iN7yigNjKce?nsMPz+XgBp1VW>Jv4@@}uzW+-eBH@0(2U53353c=?~1CbelT<)HzNF92-7|fukIHXc;o48`F~+I zwARyitMZ<_7;xRD`?>?M!oR7D46ws8&1N{LEzLOCuo>CeDRJZ z&u~+uFI*gDvSvAJV9rV_h~$^lm@q>ZV|6t-L#^yk1k4wA2$vxs%-SIVq8%vv;Z*zLT1j>Yrma4hN z2_LLaj%%a+1vf1*mo-{QNWfk@S^!k%5iNU(TG#%9>ZvPG^|KI9BU^6JjuVi;Rv)lF zKC0c5Vs4#URmG{K;ll6ykzT8dLG?^Te&nN^okM?b_oZzOuZ|kY(o04_tsil+Mnp${ zXgE8AMS5mYt8sa(gs!)@*UsL)UGkg`_E5G7jN7+^FqvJjK+CP}v@Z{erlI?skXQjb z-5d~NVb^`Kp>Y<;Hd;F%tBZm16cT-b`w}Y9gamWw znXH-%zemYz)6vy;>s&P3bV*!NGJpcX#&Q2=D13mV0z>>&D*qZN-x5K27#xfD@bSyw zlnRtbEXGJ*I0m+T4@&^8Q)e zr1W^wglcO=u%o2M^{qbx4pNzeU_PSdEPYfaDxs%jG&^ge`NM@-g-69}P(q@%GFUf3 z#^UCOf=ri_>p>3T{v+670v;^%qQ1wE0)@R0yhU*Y#V- z1B<;sCISZQ=&(lM^ZGS`6Ia_)TB@I&{>jOYA>j|a3s$RRB{LU@X(}xZYbXo%BZn>3 z&-F8(rB0GDb1s?(=@{$YR_67e-9A+LqkpO>-#fA)Hiz*Kq-TIw;RML5IfejTEZ7tN%H=rvnZ>pw^Gv2czFq>i?tq67X zA^#50N3-q!(MP>aqw6-HOcwFN6oJpdKg|+F?-N6P0qC{pay)Sdkdp?b``jOoT58?hc=`JO{TO9{fTi_J@L3 z|AvHQW@dpoBOb6P;12R5I|1*8#8X6KEb8Hg=pHZMp(s?Lhw-)j!6Zi{uT^j39t&nR zDCJR0JOU#x(Q&k2`5-3}v?(v>U!HQT8@WJlExG8575{&?O zB>-kWVfBFR|2in6Ft)+SkC2X!mCZo>Fjo3e3>Z*|sJGyUO)?H{T%>&!mPHWlAu1va zm*F!)aFv242}xA(vIA_C|1~%Gk^$yUPD#U{?wZ*_50?_f=F5bxja-?TU08n$tpxS1lw9KTZ6^?|?Y`{$lt z51EunKBQn;A8vdP4gL1MY-V}=%`lI-IMi2t9LKPHOmic(k55kzcbU_M@%^SqyV!^0 z`XzlVEaRh-D)UD49H}Qb5QH=b$~UOBC_Lw(8~R<`U&@|Mla-r%pJ)S(dCA`DJI4YJ z*nHO3et0f(WM^j|Yj3o=r^Yo(WG0Tt2zgpk5T@V9Sex!f|8i5~a2$?x?%Vh7>TU*+ zH(756WJgfHxp4z}dL-jGJTh|wV62pk01=EI=b7Fb03oVt9wmfoR?EjAxgTfAo2>G6>dAW_j*fJf(&sNWe}_o9LlQ%_-Yi> zdn~{WjJ!dK5qNo8cUiS|_W|FTx=mFa5QkEVio^G1vj+j!&r6cTE<@o*VtgKm(j6=mC^Pc=$Vd2EIv_)247f@*c(&BI5 zWmKXJDs@Ek44({SmLS?RV8nC>D$Dgx4p#jR=E^8A62oQ~8_l5&ffJ2u9&_5sAh#Ku|~k4CoGPRAz|5BS*2f->04?64!z)a1q0cn%Xwl#f$r zLtYb|S-4(N7Ts4s`~V~Z=vDh|T@(Y-Nxwf)_Gv)%Ri-;3yrKV=^3A$D1)W?hZCfhC zQ>^r^^?ZtihxGKlLzv&dy%<_O9?;M12IW?rB-fUdPat~T9vI%Zk~|o^FPLBi~Sx6AQ<+MOoxaa zZ&>Sx zPXQZM0AaBr0p;2tL4W1wSk1o%x`yx}^v<7<+=h_m^78T++wk5YA0zz96e1B2)F=vy zNiddyqw~g<>_Jh8AOQM<8r=Rf8W3p*`PR1Q=++gat5@pl>(NsNQ<9Sn;iKmdQiJ;8 zn-sax-oJ#aa~NZCl=Qert&3|H?Fg@<-Q89TnGW=bqH}-3Hy4%(0FGtLR6l zr#f`cXH_zFkMI}n{urG3A!E*`w^((Ru#d{CXs1Z_$OxyHhK?GpBQTC74RUBfNnM>T z4Y{T7gFkrQD-G^9Ff17nUfP8SvxW#;A8ZEZg> zx3z8U@5k2A&;VN^qG2B#gcKy_9aicH$?1*7#i3cD=juf|riM@6a&5cw{|^0MS^6J5 zvzdVM6KIG;LQMFdLgEZ)a@B+Tn{wV2xWW0W^O9Zt4;zTEpp0VjxnIDMHMn13L_-n* z;U{Hnf`JJ>LijYz5xMiFI+szSX;4TAKcuXu+)=y&r!$f7a>T`*d-o#z(3{B+2gGO< z{<270Bn%h$FZMO@9G-x|5^aWys0M)dpSd^`;d&9U>W0*7-#$UvdDJYTxL*l zu9er;esXkl>W-f4oA$ocC!M)ZXz_4v=r{+kHsR>_oJ2+*H3qjD#y2$uNc-YQ z-^aba{4~F2(>R8nv8bqjV>7V17gJn-#xMSGmHAnXf&Ki2e5Z6vl|PEL-%V_GHCQpPGZ zJriwI1+`7I^sCrBduFz7qD}`&<#T8wRmHd=?BYV{2n7VbERn;ZkMm3S=FD`M`qsAx z*SbA)Gr@D>Ynb0PjDCuoxYR%7pk)-QFp#>`rgzukb%y( zK_`%#%IEm1430oVXS}WoKbcPUv!v z%%wVNSbaaa|2?!UxJnVo%cpcJG7<8~ee7U=_v$bMbBxpI!An|Rjyzr25I?|MrKF{O zQX5+z_n6Z>Z7RP z6!x2;N*s%#wgj?Jc44<{Z35!2^?^a`Bl!IRcn#vOM7^SFJt&W`89@xvtv>adntOST|=StZynEUn8&)C4~j6McXIkN43xX>hC9Xet&jfb=SX`nM7OLEtSsQ zx0pGqufDwCKykfdQWoRsDHt6cO~Cb$c7{H6D^+3E#n7lR;gtMG_=vQPuR`OGJI}Oq zd!NFs(rVDn-R&j8Oz^osxKMcb!2^kx{;Mofv&H5cpDdM%>~UGA97EP9W*ug-`)%Mr zcpGftHVI5DQXK$(#D|1c@MVC(sTAjTQyJE+>*edEhfSV_WviDU;((|JV(iW3Wk?nc1tD|O1ek&h4GoXF#@CmZeel-mBmww_ zsTI_updFAS`x_sS2H$oHe!%rF+=D&YI=VgXcEeo(_$bhcfj0% z1OQt2`it%4-4s401fuebdAq+1L#g;H2WzG@)qlA)_f7`$oN*cR66!VofR(d^V)5ov zZt`oXIe7WRy}Kw>VY#^sS=rfeXTQo`=RUiG`UQg8yj~c@*O%g7N+xs12cZ(Rr{xH= z+=Z5BWBrauypR0RAu&zgMXtRoI&qp(lkOhkb{GvovsU}~BO_1X0Z%BfJwQ3%zV0?K zFi`k$oMlnX30H4nLC(YeZyw{m2`84m8by%fZc>WbSHVbLm%H>iB@kEWnX}6JC+q#6 z%84Z1Ol3BjE#)}Hqcsk-UVt{ADSQOP?;SR zgh|pFA093U;|DNTQzNE-vt=2|Cr#qvNJjnvP6_^EJn%ViFVasj6QTo$kyzXG#_YTJ zFlMLN_1HWnt)m~;26I!^7mZQcrhgb?UIq&0RxB!4WJn_q??2B}av)S?t?M^mKFnr7T~m7`fG-wej%U zeqT&tVJgZ@^@x^Y<)Osz%j)^F+LS_kF+Z>@i=|X_KynwA8$=!CNGzAdD7f3D_2x1=~# z2!*ht4hRvspn~N^0sPcZYwsu`NrrP5H460ONCBm|sx;2UlFNk`7*6?v_qa7#V(LoE zF?xD>?$f8aRQys`Q>kGInJ@&Qc^PYv-wK;^lz@|acxZ{WGq zoee}oyfQph2QMdLlmfTaCspNYd|cdu(mnKVDE6W2DUwt}dii#3MaEObQ8!(73F!S! zdqeg%#qb06NpP4rz7s{k38(|D!-)KcY}ZfY%ndd(wNm9ASQNN}Bgx9=Lvcc#gq$sM zKYsNnWTk_GiaRMn_`M?|Aj3BR$=kp%YtO(yN0T3e?x@(af}9GB5*HUhQCMQm^H&*T zI!D%7WV~WKH}Jx`N>jyGKP)}{@}-OA9=$Tzdn%&$`qcJ;_qt=~GD>Kkmd|39K2>{N zS>L{~fpJ!Q#g&v-@Cyb;X=X=P@qM(-W_>Z8#STWuBK~eaZ1N+s!mAoXv8S8&F=@0A z{!8_AgX6*lsMe&e0Y?nKWP{k%noUH3$G%?NpZptSM_gb$lX-~;P=M9^ReB`mq+vuGlH_XHr56K)t#=r4aeeH?TP9UUE%Eg<0J zhx`+G-pGFebC!ezx`c#;&^dEvmZ+sAV`pcl2IsTWM|IQ~ctgB(>~URx=^s6sF^YJ5 zQ1@1Y#OcDic4C$rV#u>|D}50KrQ^|7%89)vI+?51`Q_ENof!_{+XBCSZ?=AG;Pb@6 zgG>InbJpu``3tYyATJwDSvhZw1uCP8K+4Obbkz<-@)G%PpTE`Xg|OS8^Wdhk0YK?n zcsNztv8$M*q+mZO$L!J#+_15j5b5}f(5x)llY4&yC-qa((gLKObewMH-F)cOb05W( zluJ#`z44K1t{{lvF_bh63~tVtMNV+tqmq3z)5GrGaGA_8(D-*iRey#4ulyDr?afNg zC;R0OxaRDzu&e8K6k88X*9m_EP2!Snd)jX}__M@1eX-)6-LaZmz_R5cqt4bt$die5I9}*$QH$NH9joO=ik{rBi-?oG z0Nh`{E4B@K#*z!XNbS9$Uzaqdlj=6sWiROcKf#o)qYav`?-?1w!TqgAjyw#Ne;>m* zPl64(gw+=(tFe|{?7>GUR#sL2;4=ft#LNRN=Q{rvK40wCN~nLew+HhIz!w{E z`#;jr=@&Rp$okd0maQy?)oewyufus^$Wf=}AZ#1pnX8c|RhAn!7W~%7s2|(rw1BcH z;7Kp6Z0C~$Lqo8K!JkLPe(V>7Nt)*c2^>8`i~2Cb8ILRYPdlKc?*ERAi0ZoU&(0xK zAums$<(tkt(x_0E0FspiaKVH)>;~Rin|$-({q38g!}l=`zlCx5y4BOB>c#x}oj}T6 zzv%7P7$5O_O0D^O3*{g5>+hfb(&I1lWbEdR06yZS zsZl!NdKbI3OAxZ83lfXo&6Tt?Dg={U#v#8*fq*WU-U+bbvs+NCI|-vm58Sq|LG)vw zrh7(ZQlhK`t~1~pLMeR6wO>X-@D7Nn{uq&A`v{m-sP?+q>*$cf3CqO7BIviCfIn6@ zk+Wt8SaD)X$``oxOlvS8P81$8h8KC-FO#xy2t#IrZ&(MMSfFwTNn)EW1brn9uY%=V zD0^_$j15A>pp8SEN_Ma8OaC(0T4~*?$8DjiW(Nz4mo)m+IXPPPSb;!Ezgul(ejG>zt2zD4WTdU3gtpFxU>Zr^ZU; zax=K>995g5>bU&cWYZFf*L101`zOBhU!U-aHy8{G9glY+N4f!b%;Uy<===^usJ+&X zry;zLt`*1QzFk$S`5n$e^x)DeL>1!^?%52fYA&AJqdViJ>wviUTdz)$)6vDS2@zkI z@PhKlu0|aRuz`V&A;M2>ywVKk>*Lm3K3SCx7UrMd$|)|6m0q|wT2KZYl`T*6291q< zkkd5OLK|cz8dW)X@adXR|GJ(@d$3L|!S_7_A^{&CPGSrsS_^a=lp?c{5c1Wlunk)H zld;y!EZ^S?$*HLxi;McI4EV@tT{Qt>Jn9Rl88d>iasTmkp2hK#>MQp^)etx~u_;v4 z>@Y*aPm`UIM!ij7n=h?()@Z`8-1m~bPb6#Tv*7-m0>5#;mvHgH61@hl-V%Z2-wVuM zzPGheB;&Tv-|yhdQW{!w=*OF*GIq1^UkC#Nz_#%pFSdtS2eYlVU;?yKnE$3P6V|?d zWxLBRG&hBHtSKT<%3cgb{`IYuhnvebZs<2~Ft`%3+801O}aPB>tyan+=}V^V=L{)?~OdHdmcwrau67++M`5%(50l&V27At6do`D<=Y zX=8+jg7ovfk&)JL7YV^vIPZv_$N07V`t^{KJ<5#DZ91_P8|{U8lbIy16K#UYsOVr_ zxE6<0r(Mdml&l^yyR7Xisg#s=3D~4;2+UQ8;wmofVr+3YuB*ssz;Qy7g9eRV9X}jFv*PElj3xu=8HL&Y0RfUd;TB!& zysf$~wUl=Ves3Jn$Q}&JVET&Rmb1^Oq87{8l6=jOf| zUVDrukt?XI5;I!3zzE%k?`rIE)$;;dJW(5FZUNCp&PQg(F~iwB zd5Oy}gmv2P%NyR)sI}*_-(ji2DLRvQ+u%EA1Y5T%m~Rjeq;~`xbUJ{SFieln<|Br< zGiMhorMzKqLt?$>9`}MH(*n$Rg+T2`+5v_Mg5MJba&eEpcZ!wQF>xn&mkv+w(PX() zj7&{U1+>m3K~&etWy18>`1tbL8rPy_N9ZkQi#Rdzlj z*&PnAN(+-7vXi;Dd#x{n7H9A0)weeT)+d=H3Sz&VJs5B3aLkXoO7f`GjyLRH4$QAS z{QsL@w+4Hckj$!Km-7e;L4o%rFqmUklHQ6Ayf`6O@DToP>t5CS=T*9ho}S#Wn4(iun14T6Q{L9+#+|Xrt)Ah4|JRj8HqN4iQ|!0X2iQEThI%cZmioY27%VHZ z^{EB|coD@VGFhOZp@J9GeqzJM^X>z;tgI)#4UiBnJ$S3pGmg*5h)Cb>Mp+fQ-=JHT zTb5u?S!wV`OHFB=JNK4Uu#b9IP0f}-VNs&s&qw?g-s%^>;oc4o<@vBZ+l(apfrb&F zGl&XvM?}6B0$+jm3qee_|7N@Ake2})hP0X*5@!SWlaEh&dODIj`zf#KUT~W(umoSe ze*J1%696AcBi?9LWhLBk-gu*vCaf^gb#+O?+zY*BaGjnx^O6R7X+9Sg5<-SO*nQzt z0e0Ex@moTFPuaKJVIVdzTL@Ehp7SHSgL;ooW1V*~uX|$b%Nx_nu~UCk@)=b88!;d4 z3hlQR$R>|_IwiCUS@wIParh#Pg~lJ~Yx+DW8g=Wv>F|^xcv!(AJJ{m|r)!MO1_cgU zQol$WLMi)DPYWXddAk%S=*SAWtBA{G&8CV%s40Kc*szNHdS`S><<$4W`ziaG>WeBD4^Bt0pS|v2#ubmo;lww5^NF2kT!jttVvszf%uJ21Hp|m4 zS3uMk0C=zkM1s7u(8Yu%Ow=IZ&A*}F=W&c}IDsMlo?J}~S3Kd}*?l|ns&VrQ!uN)T zi6yo1x6o*}7O?E272ev!1kxusw;$cc*7d@qj?2UA2?+_Iq;VPmE+z`nx{*bqh1BKD z9J#ETwS%tTPPDxak9wK}`*(Z0Haywp?srLt$m9Im!A*51Qa6U!!!g~+~!gEPJ6s0T6dh}P$7fO z#z=ieZ_2_o3fMl}|EuRQcjMmc;rIH=qXDK;3PIuq{j#K!#-F`3iL3SxHv_FHsulf3 ze7>PwSKE}G-h0Hoh=Wr3kmpTv7U`JwP)f$0z+)slD>hd3iks^#=$Al&`}#4&OQzXj z)KK>#(fQzJM>a1ItG|1yuPPy7Wo@lp)|xc9A}lW4q@>WLbbEP^RY@riy~yBDeP`DK z9M6jHSC;D+mXij9U&&A$lq@Vuz-Han^;l9=<`r)R(q@4qvYwD^SX9_S3Rn60!8j#5 z%4Z=mr%-6YjfC5Zn=0qx)EjK&uz7qE-mXqe{0!MM!C_&PB3Q}y7^B2{CEs0|%$NOM z;Gi9chDm);DRn?<2Jmc~#SA%;LMG}A=>Avv*r#*cHjJ+trTVh6yHWECNnJKq-01#k z=Q}*~4KtxhxVb4}BUv3=OGEbBaYTm!C?4Us4L;0@iM==}koV-> zzhm;``hQCUwUm<51BlVF7hmh*+zjnqn$7Rfzhkd)k6Y-yQ##jh(`SGG$PzSm!mKeB zJmHYbSCqc-Un^`OG z$~K&SuyF2Q3wqh#1%t@sWUf9t4RF?!O7A_HzKI`57vSUh3Y0oQq@0 zkJ%pgoqjL%=Qt9<`Kf9%s)r=kL!W2jlXhtbweyoh1EWcv$~wKPlhW9aRyR?NH~2b+ z#2YRcDnqe8bZ4b46i>~4YY_`R*0jD6kaf+juTZ3@DM=`adxZa!82R{I&RMqvs}@sC z{<{t<46+95I6}vG=Z;7-sv;5-1@5A+nr;DtPWY*raZHjg&&Pw7OR2&NVkU4FG5CBw zvl7pSP;e?PE4o_Q2_X=Q|Kh{H!~b+houa83|!$|ifQ9L`Hgw*NiP9)P4o*@y!e zTAQ2yn0Ja*9*HRCf^qq)=cPk?Of8beng^^~Gm1)5A5*CH4GHxr>?gid(3I zb!`*hXjM)7v66#{s^u4ah#UZkV7x>**EIvVZ!=EM>dMLy1oC!S535lFdZ7aOeCm0u zl|R4;0VI!=oZqwAaVT!S0{DJPZ7mNK4_G3noDS70>_ogbqn=$(T~L8(4qwd*6M^!< z^51IAv*CPxn)H4IgZQ|4H_axj<8q0D?n0G`=Hv_SR&YV@z4bbq#1q!f@?sk@WbvW8 z>VWqN$ls1qCQ(jg$4aANjB9pr#><`*R8+)weRV%aq0#*|EG6rb;dzDz9U0ei%MU&j zT3X!lLW&nXQoCzAJ%78|VYt*V-A;WJiz=~)vW6AsOG$IvU(oWGttPrKD<_cjE5q}d#EFTzYB$daP=W-Gf{oK08jHvxGFjk|?)`XbQ`20i zaXUyW&POmEXpC0^UzR`NvwzAY5Leja;cfpFv}R~gKuyp@ir>0*doGG~SKMZuA+;bA zT^{|S2>QPgNuP&{&mcibU=+@rWj)po#rZFpvzvs}m1bZVMRDKqu6Q)1y zZA6?RGTu-c;3KvR?D@mGOK#^n-b!O8LcJ-uZBs}yXjp-}@@5X&`lPzT(U=*Y|DR$q zjqWFTfvu#MWNxkxudw)exN=-mX}ro}RhoR$UaGB+h+XYPVOIK=gIxPyiF4^aWvQg` z^nA-D2Ji&Ft8?ZC$M-|XrGE7g3@Nt(q+A=76&GC8Tv-Vo&9C)uKGbNab!vvb$W3^6 z?Yy@>)ZqkoMYoJJJi@`b+hEAlH#F2TM4#}|DzYI9w@ONaD!LI5%L~V%w}Ua#VP9Tj zoI~BaHWzeh`t0zMqUBTjz^n@2FxX^%7wY{+#xF{C-d8YG0<)Byr6JC=3VGtd`O&no z*8{`a4PAftICmUDU}16hQPbhTaEaNlArlgO4el2U5F`B`Q)eAjW%_=75C!R$6hsgZ zMd|KFkdRV9TDrTXyFo!Z1wlXr>5vxbZjeSArSrXx^Zl*$&RVl(7JtmhInQ(7SM2@S zRL4!oZl`YR*K?0+fuTO( z`0{?f6c`wOR;Qr$df8o6x|7o=Yfe z3yT=Q5d@Q-2uj|#;VL3!?XMqJo6#Pv;}eT>OUPpsqkP*MHk}+Fli{Hy=?%#Wz#&pm zd+o1N3KrJ*)YKN6JKEBNzT`V!84RVxl}f)BmB$4)Fn_-Oh4Sxw=2`f!i%dmIOG`t{ zqFKu13FS{=K{!a^VAoYb_MVO3!Jw@0DnI{t%}IiI`**U*^u z-o1L+XvrI&FaI&0!3VNMcaF7$r==ikBGxuWPo}fv?yRHZ$-~E#KaZW#b(kQDHwzrRA{#1L$uJ;4>VwLz<3+>9|k|o96s2enGKn%c|JWjXiFF2{2(8f z5Z^XwlFn;XXsYMB9KLzJXlJgqx! zlxs&OS<>RK;dq!RIC*+9JoKZtS5i&wYPVgmzC8Q$vDnjM)cDcRE&*(fZH9}U85|#F zwItKgFAa8tb=aYfF6U*M#Ypg9iz^?>%t|>4Ngvj=T;ixo=W*Ps4081-^bO;!ssCGr zlDkPWzeEGuZbfdJW=l5wP)mbD3LCb(>eLT?j}OpFx!JQ>I*b;_Tq)kVUZYIf!RwuB z``=hj!3QBpI6697|EgZJvQxMFzAfafT+twb)Mei$tMenGtMcHYJ69nspL{`stXgo=--{JDouikF1y_j9hKXGGAb^a9}Jf6ig}iLe)F;BAb;?X zAr`@9gxLyxZN2xUJ0iOTROI)%PLb{EW}%Yiq3438)Vh9O3eIof#|k0Rh{VOk>>~i$fF$=?bmC1@c&v}&E_^e3ueM7sH$C-&Nr8;( zy$XYZMA7zLbZdxC;W4|P2h2y(4BzK!Klacjhi4c zbKl}PERoA;AAB9fJww=Vk36$s7F*f`2NIHJMC70S zPqs$Mx9sqzW)N^KSeM{zQ+u_1Pi-;Xzv%wc<7{4Ztfa2_>>3%x2<;Bs(k(LojfRkg ze`UCDd`g;tUxkdvHj_^JLW?{S^^lQhV2R7welDq;k%{TP@O8K{iQN&8g5aSl;yQDw zqLyO`k&FED{R6p{fUpc^Dt<=K#_DCo_>P{oIr#_k-L8~9sH&?CZ@cJmh|y90Y9KC}__qI?N&Csg0*K!7Caj!06qCMh3!kFXN<{&5_Xp0s z#_?PqZ~HoE536A`4kF>ue|IiITQ1v&`(v>^92_{Ip@N4aD(jB+8!HlE*Ea^oFZ3N9 zZ4BUg1D6PRN8{Leh(2%dYQ4W7i|hZyp-JXsjxq+cl+perE)K%xsXov{o(+GdVRH9$ zi7khO9Dp~l#gtN0?vwq=5cM={Q!tk0spIdi=c&PFF?VrRwXp-0#Rmqyy!#nu z-*M9~Q^fEKXyC0E9r+49JX5{*^Oonn`t%g7eRb~D{O{DwTGmJfot0f`!{L|~P+{BJ zcIy8s$VQw*Hwt8IxWqPSiJ#s2otsb1_vSk|>$^Lmg|f|#sZ6b#vkO_L4~z88D_Bfz zX||DtXJ_wDOq;WOLVm0{OXE*Q;3P#~bvE&K*I!khS~{mF6noQUXsJJ^>zwB9j)5gt zV8CEb^~sPN8Nc=8d@PC}n6q$eUu53A;hXg4VP=Llh$2CiQ)E|_Wt9S#zv&zzN&NbL z=QdCK_M3Jt{w1t(;1@BVEXHMh5d+nMg9G97=e;l&wEr3LTcR?-Zzp{Gs00%&@NBJ4ZtFT@lpDWp-%#7Nhk)=doX3daz<-`^ zyHr6?qp)^^7JCJlyzkmVu4UBJI6RMI3GsuGL6*))#J4P@TZP-eMbW_ZK}wv}>L(h< ziD3PQ1d%@@vRFWFibX*K+}ePXOU~q%bkDl?vvSvxDf80#;_djSi=4GBqRzMKEiYVA z_`|D)CT8TpXB)w**7`%4gx&nW6zasYnGighC~h)e?>}`5K@=ywHs0be@fw)6TLlT{ zDs+so%NIy9(0APQZ(jcj+*p^U^EA5En+We9RIT|nHN5mfu!4kb73}^J>CkBusw)mS zICg&0dZ*84FG3|*T>NGrvw1N5CTxpSxZnN^aOgAc41deO+t($NhP}j)G04i1Vm92t zZrJgA!m{Bl*zNp_7|iRM!EKK zE>wPKIC;()^+x%2G%@G>OzunHuus+o!??;DX++B*_P@g{3ZWtZ2oD}%-BJ`k9qS?m zdZ4)J$&SNYmqXV**ZPD6%6qW0hJyt}roY#>+Keic)M8~{ghl6$7#{^PZ;=WGd`j$F zjd(@UQSk!Stq4dUVk^Z*kX@YH$r$P@Z4whAj9)hVEWIy~d z#@Hu@k<2N)0<55(xY`RAmN0}V5G4WtZ2s+;Ut=eT;=AEUGB5za5)6i<;pIT2CbGjK zKW6b1d@KN{3|Lorp)x!$dNcaOZ9#yRUuaHLN{Wx#t0ES<38)Bxqwgy48jIiQ#?y~< znZ+}T9xuorapKb}CW$wH7ad##Z$3T1;fMhN*8Kh(cD?4L#E1EASlYZ+BL*D@Ieq*G z>r#@U&hEp|S3LFJ&Q;%(?{0k53T^$&#Np&JnAPS`ZPWNLKJG-X^_dbah*x7%-v8vW zNzy(X7?Mct5b>VH;h2(8Z#aLVq3aO2#fa$PZ~xcBcMby0?mTG)WM@wRt_sJLlvp#~ zY~>FZo#^C(Hvr;*sn-$luHiuvD;Nu6KzH~4@hL-CN#LjW1NcF_)21WHlvB~sgVTZq zp7b??e4xUapTEI-i!<-!1)FSD``^OScP6^-ku-sUe^$}=sb!Ea&lf-vu>$!Ph81~* z)7z_%n7J54VI8yVsTkP0ApRt%2SS+#vnAtF2@x!G;A{!U3Djm6#X;pbk{p*XUat42tq}73B?EAL$+5xYF>t-Oyh zaILNEFUd4gpr0Rds{PN0U`bL{%d2!2Ug~6sNlXl+?GyE~Vz#ofo+&PlAm>a5giMkX zNQRWuUX-7yyn6AxIzJrc+Z!W`3P%b@RW)^J@I!2%uvWgV1C2yRLPBc9 znAh^HgG{NsvsI&n2Pp+5C0U>x1My9vg*iHEE7V?hd@5)H4-QVy-D;uJtEk|JfA`Mm z$C&`yZvW4HJr3*#1VU(DCstGUX@Wi)IaCe?;omAHU+^hSV~Y-MzC>gHt#Q22@CSoQ z$HV`yw9!x0Dyzhd!R@TfG{XIUfsql10gEZmN`ih{J1=li(82~orgvLSkT;u;wy}|g zo61l>cy0?kxvMGywbi(epyE_DCM-eq|7(gU834lL*>hVwzN-y^g$u=>pJ?lfe|a|K zUQ6HUm4BGTr&{}r$@Hf@ZS(J6r`MOd+L565D?G7nMFr?-sI2Vr>PlQm) z+P#kFx~VhVnT%h9L^3>k&RaKG?OwtQr6I%{^BEkzG?GwQWJU^?g_Pv2I-& zV6a2rZ^ol?3pRaTo?CwEMePf=NDalUPJDN9f>9v+aQJtdC70nhO*x#K4F8B#QRU#+L~P^X0g%6d>+?-} z81V}M60rl>P}xw%v@DxLZI^V=deAFZ6^16iAh9cUzcDK~L6A1s$r$F>Wz;b{_6*cz zc6QFdeV3Jy2@&epJuZhhgsGYBROhLeM_bN=OB8)`9WFJGnSJ&79{p^-Uxk95!;J12 zaKm$G$)q*tFoKlTuUWV$-1apw*@FjL(@n`TbP~oJx9$JZCTLjRfBKe*E9LN)T~XSJ z_bJitgm@4wIwxK(8^gOp(Ragrbs?;VQta*rq(qVnpUeA=0a*07dWUcF6+*?}@?X0Y zg`%c*`Zwd6lCTb<76B*_w;W=#l|5O0x+Zt6*R4x#+Qb$a^E>>b%T$bCAEDF|de(2O zobB798hEcgZs*YklrZ1ED|%2Ydf@#9_jj;VQC88gf9DRcbbR30a+tq_-FA;eez>6g z*7~|$$A}rYvobz^wuG-7o|LWGy5LK+XQtNZ*@gI&eK%hW4&l7>iQV0e4e(z1gEEy! z(!a}6GKW2riBDBBTw^e6oFY_FMohWF^q^sTf>x7oquKbKkfb8+6s>#OohjDB28LI} zoPP8}9?I%;6Oo0572j%=#A$lW@g%Wx3iR)1Aqm+qXcpfA+#)2PRTQKrCCLDO1eS+` zT5t*jKbR*?0kA&sti7-l76bARJ(wvJV|0D21Y#BO53b4Xi%n(<-j zGpL^cUI!F7GD2!j^MoEZxJZXVKr-MI&-nJ?C@F1~s%a0++&#rLl zuv9@I;)`>8qk*n?xqp|k?=7pT5-K>1Z{9!-!cxesUG;KKw0vOm%T$~5IlPhZAW&2;38wyw#To-meS_KCZvyGIBboiqvMgqDB5yAzzuj*NVc)RSJf}{Zygmv_@A(` z%?{EHo&j>*&;V-fa@b2v`lcv!>Rz4Q$GtofoohVQJ(v*PmsYCR2hQb@E1E(+VLp2- z%#Y&Y;$^lHWnO@W=i$SKsu5NAJff;Y8X!vPfbTAXrwEb&6nE*x_wUrc=wG6G&XPx* zS@+z*^c6wM7;nuivA**WJCpHAXr)X@hTs_*$jNHJ__@+c)S1@5W(Z|8uub42mxVVI zB#LmVFWJ}J4r)2M6ufyqCMMO_;LGA*QW;&Yeg#j+`q$qqxc6wd35%P>QpW@ zbG|OVRxiDE7$Pk(=sP6A=hnYTd@Lm6{aUWa z87mCcVn8I34Ffw(Rds7^%A!=?W?$$TPJ&+fB(%B)YkmD7)#Bi)MfjG%G6`@VLX1G= zyLKbz9z0GnFX4#ocwd~MT(v3)B*K249F(HM7+ir-SD&v#FV1jD@9{^#>~`rt$5or% z9%KV|K8}WS5tc?W25tD|)7t_kd*Y9;RxUYev;i;=@Fn1dcUl@9Cyy4@ocGnq$S4@M z|5O7HQMQyS$coWXQ6{#{NDuBVuQJ|5nZ4jmrdX?Co}0g-mbHr{}9-wzR$#mD!eW=5K8Pdw;(^^-s<0Lh4UU&)<`@6T%_3 zXu}nyo~xA7^n1;5GGjTT6K*EQna1qIxP6%Wpc4`0U<+}UT~SBG2va&j$DvbN62jETr*=C09PP!&e^B+D=XwcN~~-v@oPDPbnv^??Y7uawccuj~`9g9Ttu1H-)q67{uOq zu&2F#eQ@&_QrOaf<#izE-C0+~Z17BykU0xUj#!x4jcfu{@g9FeoG*$4P^*wJ8n!1f zgRwf+HsRV?f$7G;)Kt${@iaj7mtigcfCvLhS`kK~g@aG|vB^UozAm}tn6qfqtn_)* z>T01>8R;f=e>yfx%Vnan5Z9H-|E{Yt5R5`Ec!yBy-@@CI0pLWbGls(Xu5gYDH(WAk zvz&u|TLmF6ZD_b#EY%u<-}-y!Xz7@OlzZ+c4AzzGGr@pwWc-p6(Roz5^0T%@g4LgD zPPNXVSBL>lyEn$umBI^E;&1CZ%q1$q&2F4 z;v6P=gud_=ZhAO1=6&#`VjZTn#Viz|-*?RlV=-yrn1&<{?6EQB}Q9I1H)5>Sw$9xZbD%7gG zTb+WtVUfhOiShAZSMk|1CZUYzuU}u_Yzcn{j|eGSZVWcX*zn|vK1Age6ozGg-BG+tAwbF;oIg1aS1uO(iYhcKiuf#n?f^Y+!&~$rQ`m9SI5<`#~vZ5XgE%%Tcyh{ z+@MLj2~j?$?N7aFx_A|mQ&K)a2Ln2($WW3ycfK0;BCx`AvSK0eLCk$o9VEOPn@${( zEL<)G>l0#c4(%@ltqCg(Tp}j;#l}kU> zGvP^jdlNLZcf|F7S5xXQ#+%9xPMf}7osxX{tlgS6@x{9~JbGTU;|y15c}Q+8=6$+U zaJ!6bTQo*NfxsLYJ+tBcFwx-A_x*E%9uJxqlK^x|7DkJyIA$u_!Mb>t#lKQP7?{2Z zMxN~eMFkX^k^C0S^Wxi5mvub0IfbrHmXanwB@N+j_3(s)4(b;OMgR3y`w&U;6;x9I z(EIlhhmD%wdV5k(tVkGiVWN$deEm??qmbvpGJTo%Elz%KIgd?*IBGV`{bY$x@@+y>xL;gw8nud3emIPjw{VUx9gQ{r%EsY@6m-V5L7psI zI4LcWpVQFbe|F|R6X-utZ-9Mup#9TJ$UO3rv~bsIvSg5a-^E4Fubou`;MBa|s9%R^ zb9;UcAi@r#4IdhM(Z{#>SoVj8_S?(D8OT~2T*;G51jX!qS|i05&3Z9FRpX{thX8t+ zDr7rLgzCQf*NsZ+S#m;Z=xd?Qp{1o2kE09V`3(b%10m|GoQlS*{;Hw3lAQF#&!Ref zq}6!waN_QwD~+l>tLc+*8<5T(BWM4raEr-Lh>2Ddx>(o!QX2wvY`t@5k`!*6#aim# zv#H;#1o3fSl9*uzMD3A!my;l?yxbp*_g}20owXy2m(|oA9Io-PMw66%hDUFQ<0ky| zwGsqx^OQBU*0h#PSa|*q%4qf>{(uH8-#A-b_Td+AOb`<>?f)&|gVMnqnzW*vBXyUJ z{CP-Y;n%Nz4auqpcAt#soCbAPjWrm*$1FPzEe@NaX~!b*lNY@rL63VM*VBQ^Juo@i zp6QEn$}=b`drIYOYWeGN$k7t!K}FnqAu)o-QM}>pV$r241a=W*;yO@Q(%}c&0SNvt zqJqlkA3r~SiuVgKiRl!+Dx+JYJAg_<1)M;H9&o1)Y`$?1G3?zvW`__ZF3&d@Nx&zA z+!sL@4?jR06QKU1C)na++GO(}>hK!q@!M)n;8Mj?rwt&!RovdZk{WL{8(rENu zj`3lBMqk8pwY`T-Z}f#z%)1NhbHA9s!EKfyEw04kq@*D@!jF=GH--nqcwRb0x0oIk zfeT0P`U)jC_and@#)pT8TYJl&7&+UkSGeM2nsUr|j|%WHL@!L5Tt~F?#wu!!>lXmk zmF5Fo9SSps$E6NA;UbUIqQrl_pT_?#)7YpeoH=;7k|q$)cX+Z5xX!!!(Dk|a?H-{p zo?dUwy6F)eUS997Z8c2xT9@>Cp~c~~eDImM7p(oFtu%~#?%mm_`sL_Yj$g6CXrbWe z;<3WRl121_8O9$ET<+2M2Fx6LSskU$Q%_6~Hx-MB1RO6lx$PRoxovM5JI}Lc^f&u| z{#1IushCVHM`>=hE76_#too%qD$3uro-8ngFl$xeW$;rz-?1eh-)Wv6_8VV<{Mdo9 zKU#Q zjGiG_L`G!0{%;?Gu0_!IaCP6cdh2WV%Q|N(5y2-W4wwy9Pjs6(tdG^ZcCYiir?Q0^(%CDoA zxiu;ez77Ymo)lI3&PRuRNZ!!A-_l}gX?gE{%i#GVHMIv2A_G_8oVx=WO8M8C^+hvB z$BJ_OR@9+k_Aley1ZfF@a);%#Jz|GnX_;|Ny!n-bpER|l&*Jkg52i1+FZ z9c_A zMVGz3?{CaPzBk0}kXgr!arX&BhEo-u082c6)%*`66I_6Edw`M_sagGzEFYv+KH;hu zF+{3WMjzgQs_1K0o&Qmv=6!il#(QPQeb3;IZ+h$E8zSd#8%3s?77}%=9XF#^q#?0@ZMQ8CN~=625p!wZQjd z>h=yn@$Wce7`%_^-n@B3dhmoOKW(G->6a7=x7AV`+3Lj#FwEt_Ad+K@+E2nPGXuk1 zoK-vstJ#Q6mh?Iphzs#CF(R=4wb>rk&|L{-NRP4gz6ZD4DNH4(mEfGGf+W9qTZNVL z@WQXqbV9UCuMb!X)?hRC;L#&FF#@rRU%xB(deX>Ky}mH}EA&Twx&1g%K3})V`=*nN zVVP$2$zly9pLWlj;5ke6jQm)Nsq&@cxmxx&KKhCKNmO^jMQ!xdOi*w&KDQay+(8lL z7}?f)p@Ce|dPm*6HVlCH3(j>OPwzSKr2(TgB?gZlr1ta~Q4Joc6;(B)9HuPb_+Cnj zeqa7`RAK0ZHy8Nh>w|`HmoHQEd|!RaRqj2@hk;9FHv^!~~+bPp+<| z~lH8p9v2?>(qozIy^D@vkVA%Q%KxAg!qai zEtu2W+Xtz*=Mt$Ms(|<#!lOxJ-nDmMy9Pr30TwE4XsDgz9o4LyU^J4a20oq(%nF3X z>fHd^K3SH*r;CacQ9yqFnx=*%D&gLhiWE6Exb-<NOzB>ZPKo>aClMWf}!DVgBHzSY=*?k z-AF{beMN;g7*xP~4B27FWGwgMX&>Y{x;TIB-n>6(`9@UYzS+lLK7*>puV}kms1`DU z=i2d;`@T=P)X+Q#r)zrOk2|_&y>H?8plvZEvORO0kc_xJ(BVmLUQKAU5Yw&iyW_x9 zEUNka5tEF~i195h_JW=x4=WY-bd^_E(Y5QlyO1Rc-t-(;I7Ve$CZx`2lYN9lfHpEo zp<a_0u(P975iPi?(nf{AMM&u}V?kmg7dtGDPbRjB#^oJBp z4r%P|?>r;DZiid#2KhSp&JgDbU}R)@OsZinhfuwtjaWCH8rPhk5+NYaZjeKcVh)ES z^b^tW2+E0wg_H+L4QAT^ambvmbYZjjE)j%Ftso_3Y$FKx@|hXRvC?^;?v?vLwzGcj zE^X|Yo_(;IxA#V47pMGO%rD|_YAwZoUq;o*lqksv+k`;r)e_zOd|N_dM*G@v`J2Ba zU}GH~wQ4rKIlB91_U9<&+#$O3hWT&htb#AMZw3C9id>A7d%9AkC=k_a9FHP`_zdO9 z5vJj`hkIjMzT&EYfLnpD8h!OK&;+2F17{Ur0vN%H{`G4dcuf(m%Hm>3S7U{W1!0+v zkXphuXo738wBeM#YPL3J{;_umrg7iB9|ro1xuFo~67=;eThQ9_FJ})VVl}l_-|UIu zqpNmzH~m~n3mBP19k)PyTInCY_Z8|uwKAx4PVu=Ax9a|GD}&s$=grr0WMv$LW(R-W zw6Fn~9yC zn*dW|`1Eh@GcUS)qU(D`CnU6x)CuW`y(B4B0}}&2O`q_~3$stFI%mD9-wAPlx*Yob z$IZ5eAKi?pbA7kDa2V|~CY}uo;rwFux<>R1Hr7NiG74RLKAoL4;~3q|`Nm5fc!xtA zmEC=d$NGA*pENyQ+}8GsfHHix-YmKQBJ~c+fL5)ns!F6(2NsutQE>&e2tc&abInWS! zUNj27Ybgs5jnHLo+l}oPc@rhX&qbLJBT}8ty*dS;Qu^{Le&5ZC!!%4e;rYm+V_Aza ztx=B*YEMe5&(>pkWA@q-1y2g@xPz$JOKNWki|BZqy0G5s!}*DY*Q_zc33nywCQpsPkC{+@P3ZuNJIBa=Jt zv}vd-Z22G~6k3Dz;jVupxe>EGg#Eyqb% zSAXBLba@w%;|cPu@?+~&D74i-zifVxsC|DS)mK$*C9&z^jR-Rv+n=P>l68K>LjnvH zX_4nZEclbyWP7^8b}IsJaclYS*+5}({G38?eo9~869`$8H!>oE*By?r7aAJDqvlJt z`j3^%@B^fsZGTu8Ye-?lmn8M)Vy;1==1AS$@b;g8KLZ{&ZqcO>P9t(>*T4CD$c#2D8TOo=?0n~ZAh~qJvxMyA-6zHL$^_NHd2+1b0 zuKEQYWIVw@@1^Usl|51@b%dxtYFSwcsll6qeZs7#(+UQ^rM10VouJu=-A8b*F|Dw0 z2IQC#Nyf%BqQLA45^@pQHa6REndWm0^ecf^=nc$DkiS8OTDNC${tpD9Jd%4ZWPTU7 zKo~6KGf?vo#NaJ{UfFlI)x2bA%EDtlKi=&$KnDj=DjaIC=>hH8y{GkiTtdmD{8A4D zy$C3{HwGxM0)hg)HrEE>SwO}5A!dR}Upg!+bE=;@xZkF^RX;Y`raSNcE{iQN8u1~g z{_jbzfU+M-Fcfn(&+`xY4Gn1s)`%xW7N|mS%dTB^`J|mh1U(Z|u;}C~`2laSvqMZ$ zPIr!_jwtaQ-l=R+oT8#c2v1=d{0(jaHK&{nQ4(3c$UU>JR$>}D4#T4{P96O19=GasxiEx{VZT<1BSbB=6i@8Ladb+ zQg47?aS_fHtRxF6y{@#`!L}2iJ>8F>NnTXlc~TkF#}J^>%YR+!~Buz zPEHSLrO1EuQOQ`!Kc@EDqrt|Gtgfx&-K|&dObrHoEYYp(rD2{IjyFq-!o^pDWk-Im z4_SZ`=pBOsoFT6iY4O4Fi|2)KfMLJv>*}Hr6nyQ++lp}Z#jSLoyvp_0Jyv93Xc3i> zxlw4IU;ZeA-=+zVQ|SGV0!B+NEt|iTnPp|Mu%276<#FGw9oamT4rU$OeE672OigXZ znwy#Pn`>Pil9G>+1KxN?yWMFj@5J_z;m%hAu~Y;Y@?hjnj_5m=jJ9J#Ghls7vYll zWCa?e-dUHquIbXIA4N~E(sZwyJWfWvjtPx$3>MqaO^L8^XFTRvrwd_PUQ~n`$#uKx zVWhhj3tEr+`=z{|&DBKVreNKtI`USL9770^ZNoASqO;77hVNhw@_l`hvAW%j&CSec z#`H4t3X-gtdpYPHu)1`pJ{G<6;zhifrA1yhB7Hrx&=sk^&zV)#EC6c-?jxhq^r1UE ztqmF1aeFsgIzH(Bim1^>yC~1a|6^-#Woz)q-teIv(eYJDv%^fQ{p^aGK~6X2Tkm3lg1eHVIe`$ zXxLx@gUz+KBNqjb27=Dq;V+gC@<^c91Qgt9ag*ZVIY=UmwrjsZqdusj7OA$fzP+Yv z=E8@rL4-w4c3UQ7_<@iRRq3>BKvlfDc*xB^8AA7Vv}7ZAQ6!6yiF>B*5w$DGSv&&& z12}Yn_0q*(+8D;kleE5WioVVB8df7P7XUf>;OJ-|7&dMDkfH^TNTJ|F{x*NP3ly{gQ%=kI#>l5l zGdO!{gbi_rn`6VHxA@ZH?}3SUIuO3V+)4%ONEri5Qw}E~+~bQgWrPOi6qW}6yC(m4 zf`5ga6rUBinY#A2y$aw+Ma0>{sm^6RBjX^4>0L?^KiLB!$4(TmV5e09hKrF;Ii&2R zE!AU*(zD6eTH#~(qOi{JZpzr%c>*R4ppf3y1-~Z<`v*52IXI}&>gwS}MV?mmjiZ$| zwXtY5FZ<##ZmpUa)R9h=?eB-QE|FJXjNPE1&>X;%223X?10AbIeZy?(C+({%a1I87TbJsn4a zu)tr2DNU_UpFg)5aT!)kmrYtCt27C-6ZuVB;kuT_NPaOtG2jrZoF)=+dv#_G! z;UQ>fOgrHb_Rc_y?i81nMQ;j|r|(=vy7#QeBx~;H>$l$TBYNb$Ib2EvK0vwNNB-v% zB2{@ErLd5S-LuXU-`gJCy3puhBlbcyH8m0Bd;y7&+q3Ahy=bGM-CnY-%VxT#_XL

>h4!>-N4XF=c%GIJe+S2uOj1E)P`H zJug_{eYr%#QPO@f#9v=Gzl$I;Ra92K0F+(buGf!7Pt$eE=6UnfY9%v~H(E~E8KbJ~ z{6fgI7~t*xBY|m04uD)h2n=#)$dF!3iAstFzD=Rf5tVjQL%zHHTw0jLyh4Npu>IK( zs|*zDa+h75z&*8a~5k>3t0n#0|(~jf;zVi>YH0^wIse*9=TLzW0SWTMhlI3*kvMA z-dr(?^oWrP^#nu_z(fj}^TVURCvZ6cI1H*T>_-|UM!R!fJooPgXg%)PKd0OnK0H6> z{XIS}t@a$ffC;X*Kaj_Oh9#0eto-t&jIAvTxFc8hvc#d3ch`ObmE{RE`IC+1p&{#J zbh$yk7-%gFf8`fEBn}O#qh3bgm+LWyF^0wVZ-p7yjnYlWCNC(@TblcZ4 zu4%y%IkC=?{Xh4zs&mj5T|5S|^XiIj0ep(+R{UT`bM}2ANl`U5$Rq6aZsHhFY=NNE zm*33QcK<**WLr0zzZGu3KMw+%eF$~DHDX<}atCxB@Y(aMpz3Prc*fe%=<9O#BdZecrVDCQ zQum`KV)}r>Vs}O)I7giCsdn{0@CQ`V)&9W z<5GU#b_QpkskJpdJ1vT|5gibho$Dsc4AIVURbx}VnIVa4P&eCWHuh(oBwxi2*N)6? ze^0e5lDxOtjtI#j$1_=3(b>j@)IJgA%cO8_JN>yj?eui{p!P5|<-J0k9n;zG8Qo)l zWCMu5%{+H;LA!N}V$ihC%;KrRdJIj%`*#Z(YJNS&^+MDj*|OJ5%S1Tcrmd2|0TNPz-kFTJIEqTXLLSIgGKJg^OocA?!~s4R03Q5& zQCV4Z{_)~9^7ijjK}?17+xJGS8D#Q<$J7n9G;0joTx(s{${P<@GPWl>qoKa=Hv2@B z^qi>fwb3IfqF?*!B!eH;a#+{PZswN>+hqK^N>VxhH-Ye7=}ts@-2bko=}Hl>_@4on z3$1(EY4~#lz;*!5;?`cFA4#M6c;nKuxedW zM#t#OdwUc;XdW%t0EFFMl;fxRn-n%*nreeA!-?aw^YZhhap0Mahns_==W;cH`$$G;~NgIWaeL1!lDpfFuY~E$nhD5|XDh zM@rd<8R#MW4%U8UAikWNf+pfA_Q7r!G?}kz9nD0xO@zol6hp(Q2O=!jXwE4V%3#c7j;VVVJ0 zx{$wNKCM^sJLS&H%R{`ko)D?GygMyfVaOP@{wadYi~or(X<=dWtzT%*4{Xhg8ryP5 zhh}C1nm6-w5?N2l=UX#&nHd6y#J%G86?Wl#^q^i=Wl5B% z!_&ogdAoS3>QZ&0P%s5kQi`S0!{c5trbZA!jhpOXeN8;7_+udwiz@{k6GQB@(n;w= zMG6Cx?~zPjed<`{{SL(n0&;`3Ur~2SH#TIB&-Tb8K986#;~d0u*v!>Kr`JjS_HmY{ zqW6Bd?m-kP5*|7E&(|)q51J2z_RV|w!bdB$4>4HL-!yPPB-mpAJ|c77y^ z7l%=JHhS)bsjU2);0vN@4wAYL7Y~g>AMA>hn$8ApQyZ1Z~a_2+f`{2o_yNT_J)$OdlU zzATkH{M)2!y*9a)PRqcsmV2!usf-X*@n~0LD4|ddlVfpkO_1?9vRM`T?^hE(d|FJ8 zZ9C!4vflga>iua?gAloScxa@WvKn#I##(ZU_2LEpu0&!C;FePAeV~(pksAw>4pyUs z*)kfj*OI<`-Zbl$TZX)@;DSGzzAaAyH@SP$-i6DnW-fXjv5+V^I(iz?x>+ex4U(n8 zLbBnd7FD&t${Kv6;8q&6FP78ZwiR~$3$o~dEcb6*bMV`9R3-Nf-sl{$laWKaJM{;oRp zVsY!aYhy$DQ4(W4J*~sjGkkRmyv?!FPClNLzTYYZWdQ?A=B=CiK7~Vbn%{r??Thz8 zbcdY(b%%>|UJfTm;4RG_PD{BqNK;^dPVatc(-HZbU`&}XYB|fEcWs>!nbQuAt_q2} z!Zxk>hBm%9IcAwU9pus*vXd&Qxi)PN~f`qU<(d^wr+{pNnj~HxG8cgqw{&R z11|SG8$pT{DGD1}OkA?xje^3Twcj@3z-==lqM!($U+dW3Lb4cm)zoxWBIS2fn%BgN zt|deHOhTZwkJ_KNReoR~t1UR#;a7P-3-O(n%54b?nD5`pFC@S($>*ODi7pCXv^u>> z{m^hG)7NM-vPV(&jg^XEo%tplcW~01>x~Pvk z+uCg5Mv`S=kX2JdaG-=ve);>_YcGzjkrmU$R)V-43 zMc&5L0Az2~_GngK--=};^THxo`Dgb9?%zo1?SuCML@@v_!${MSbI~CA78y8^%6E2* z%b?Y#5A(fL$^WjK)SCbahFcKDd~IWIo0*vz0S)P+mwDdcS8Z40=;rqudC&8B+jK@t zw(qfV&xyr{mE`^@r%j%OjDC1_Kd5TRC5(n?DZ3VzMRBKle(gV|1-xD5QSEos+WzS5 z!7ojjmqqN1%*vsYj?UT=(M7QtGeZ7H>bFt^)4zV@nwkzLW2X=NG`z#`n1cvLj&P2E z9yaS+USLTr-)Bv1_!IrPPq4@VL-v<`ek?p%`!D-<>ZqI|+a-2pMWy~QVyRP@M&V4% zjm#)GI%0e>Geg2k;U{UDSKQy3O|Y7hFmDzmw=lmg7h$-uMU?Jdi2COENgO+y>@Wq= zmzR$dG-_aU7K7?ejqtG`glis&!eE^O0FB62bt*$OvDUEDUCF!8J6G zV$PKk2`lIX7zx76oTiaMB_EjK{X*SN+_Q*qLWqWf%k^_JUQuMe7@jafR8srr z*#RoZkDZoRu}pr%WL;bxzg-^4YF)1oWSsc)c~;^}S**sqt7r=`RM_gVsI`bnn_#R| zSJB1gc>MaM6Cb#Iy%mh@z^aw$6d0R)N+IAaNY%e@(>h=N?!fo7r`GmPP9KG&Nq%%3 zEryz!0$=%or>a(DNgd&9TNbMDci4x^ zta8c5+=~raJO(Vz1B1#vm&Z@rOgWCO>ZNj;*N#<`ZDTl(=cFZ62+1>ogJ{H;CF$T5 zA|a8E&tLjHuV^)Ak}DD2iD$HJm5x$TIT9C3W0cUyH)@WOkYxWxH>gtkI z=S-oZjuEU!3vWrWCBPqC)pjn!0^n#TM>43m>B52|}rW18Kly1?tb;Ma= ze*E-FR!2fCRSLSP3hwcY(er|eQ9bjGW>YK-({vQax(G-9w9bo&;or-U_euHZd|z82 zdPKkVWs^RNaNVX!?$he`*w!S)jip-aVG7dn@)49uUV1~hvPr$Gb8kw=J$gI`7e`zn zTM(8CiXz*vsO|uY84tq(i2s%#VhOhZ@Y>K@-$nS;VTjg7rng^8-LkS}+ zCNd6J7Opx(@@R!7GZhT&X>X*diz_MNL7@v1temq;q?3A`&r%F7^OuC)^?T~*h*Y{) z($EPYZvGbTrsYQHaQnI_%`Gg@%cj;3(oa0!laETuB;lvceV?}3U6ZLHd>(_2bcXdZ+`q|#H)vvb9oCXx}S=?g(sy5 z%gM>zcAvg|vv@eZ@b@l%mj`G^&##YeXkh)IYqzbap~@B$7x%9ZQHX&X7EFTBd=pYq zM$B5nnh)_Wqvo)9%^Ed-z=#jmD~5_0`>e^nkU8JRV39i5r#zQ%?CJ!QE62EG1ZubT zT~8Lndr2cvfeIx6n~pBB^wwtoTSg|hEykF}Ehp$($y|{d8P^mpORbquPY%k4!TqmF z&63ia3Tipei~UaIwL5>;`V(yxXren?vn9iCnERt*FG2?lKWc$u`fbm}epvS2#ovB* zk0VROS=EP^rLSLq)Il-h-W}~`I%x3mc@q+t!5}g8;0>y+ZcF1W!R zn{$-Yb;g>UVuN+v>EidKFuU7NB6I{Y{*~;1RWdqaiVX2*nOsgABMxks!L6dwE@+}> z>a~J23>DZZjlTChZu3_r+GXA&%@G949u~bI_dEwlgU$*rfLW}ptYCyLG>Hc1KZGXA zOSnFM^QL>i{Bs0VN>{<)2g`Zo@Mco#6BHd`PPO3b2Ux3Z`7sltUGRNA0NhG#Enjvv zr5|;E|D`7u4^srd${;hyk8Q|#0oYhrW|ZC z^P!rM?x>+{*Um~p01$|H1ehMyC}OGl*@gzLYYi@^=a^6T{>}-b2)E-~LwtWI}92PNDg(y^PF{hack4 zgTGr>vD=R@P9BXh- z8xZE5W5xV33RDUPaqoK~BwAX*;I2A6f_Ebfw?fyeZ0GOr=-4yGQ%(9+iA`gCnz{4|;qATSPrQ1)vE+u-xO~ z#K5Zs`!LvL{g~Y{0dcx-_lM)OaqbiCB&}y=rMv-M!;#z*zBGlxg3V!K(M&{SL@F3cETUNV^KSOTwW}f{>u$ie*`%gu%KHt;?!Z+}Z{Zl_s@Y?6j(0CDm z2c}PwOLv7;sS zd(KRo9tRA*9P$}1dho>Td)cD`CXzmxrSg7Zv|nq-7pWdQHNkMyXB?!(>^7c1K_EmS zOF%-3Oj+%nmzx_XkNNmKE2?srZ0QIH?u1T{ifdWi?Mr5^=lBsdyLafh=D+Ri%*l-~ z>*?rF1)||D{ypz{#Q1$`JGbK7yOS@r6+WZ++3o_4&dvmsl#ibl?5@KuRrKuIpHomlkr{M5uM^=2}dZDJ-qO~h1Z6VD}-jHrw zN+Kt7dmkPB0Qv;TtpTF?4}k0P@}6p~)sdK#z=o7BW#hz#os!~`>cC?@-|Ludz?F>G zl2kv6g^3C0i^<_Gt5hzYz>a3ELGZ#_Pc2dhMM@-%C9!naF#!=#gd{p@!yPp{yWDjY zu9C?BFhv2T2E2E3-sc%$b74Dg!F*M3iVsaNlB&k|FZ()Z7#Ts2-D=8$hfl4T*Xh&r z)em}OcpPLvt+2npud1$oGzO*-TI>UrWrQhQWDE%rRkLDHN$3bcIKV)ZH8C*}xnvMN z?P6_RM%Z}Se>?JhMa7}B_$7ia4kPfB@oVW&PzeR_co!Cag?Lz>sTw}d^CtOJp4ftb zmwbGchPRVlZ+u`f<;XF$nv-#rKrv8zqdB(>{Fvd_XVd$R zbwvqL5oit0`l=q;p-=)Y;5dZeSP%& z{3*@;Xva91Px}O5oc>acn@R*yaLXK3m$Z*q>|*bvd+nD(^Rv0`xu^?D*@cxv-Bl3i zwWqRS^jA|ajV1S`UMq&(36jsW+QvBAagL4S!U}H(iBo@EJb#k#)s-Mbmy_DADM3Ie zP#1Y1ENQu{lX~ere0a0Ra|mfBm|jV82169`#q-Av+5R6>-vN&G9{ycc86hKklWYkg zBNEv%L&)BHWN+D&nQTG`*_#lNWM}VWuk8Kazw`dzajvWDI-O2Dp6C0!zxVyQKSNwq zm1BN>-tqB4)?S}j22ca5Ub}-cDf`P><$zTqxD|y#N^!jkNcQ$X36K+D&dkmZfZ-Z| zB}(NM;Orn0Kt|}aV4edC)0h9L=Y9bJD9|3ET7nqxQT_wCyrz84HiiGq#eFo1>R1=M z9KtDfC+g*po8RHYz$K3{91he7Y{-w;kbksEMfLN&C{>dl-q-A>c#a^N;W22FL`_0$bL%Sp+>kkK(}wcr>v!)KURk;D$fVm(^{3`;R#{ zV+umve>8@@^bc^w03|OS2Zw?bxd1BM5}CUP_Lbf~8=k?rIpM!@j~si?-4XKgtWc?u zx%oXLkQvd0AZD=l&Wtfnlkw&T$bW@;^J;9;Rh_D?wUb+Xw#(jm#gaCSF1+7Q?{hko zf$sYs=qn6qi7`*{ME%w{P!xW@z7)KryJDVM zwsnh0fq*K_gtANZnIc&v)0m=)HAQeRpYbhHzwz^fogJaHXaEFLAydE!f-mOm1zvo4 zbv^E`0zEufb3HoXh;3j%SEO0`7bL5Q_xrq{;7iADCfLwue@L;gwPyU3mq?ithLb~v zzVh#Eynn=h;mBymZMP81q}WDMi1Ni%@%2$Z+5X5?=_BbPgI9U}YeLMXM)(-sL>=l4 zw1V$kz%LaW>*jN!mxUmWQE_Jw#Jv-NPIGYO(xjou)Z=;iYxsEuCN`cKq@g!K5^p=g zzmhO{iVkMBUi$+)5>F)h<2CUI#L`Tg{1;N^?_q|0JCbYPJ|L*FB(AcO4ZZIz^08b3 z-(Z5aEr76VYm@2JVMr#fAvLxb{qxHcOyA9O)Tj@4=@%E^*cf~Zy^R>zfq>T{I?dF; zz~ET;m!0>|KbzU>fgMx!2PVSc`E+$)mZ)Ls>84 zgN{iF77T&7X)^h{SomzCVhZ+nSG#7!PYnR{h8HdUGhHNQZ0yA##OQzl_0-f$Uh-QC zQBhuH?hl00wsg2S@tL<$_A(*Q7$#_HgfE;bI@sTD|5JA$Nza1?=m1If(W;)Fj~9TP(y-_#UJHUtN^`^4(MILbA&nqweWiMjJR3FI1tQ{ejCBE zl9O3zP<;J>z#$?c@_m@&PK0oVL@F)hC&H=j1m0LXNHD~~)WN=z&IQD(|DaOE(>-~U zdLZak;VZa=SYJ)!O{m}bmn?w^i}TGJe>EC?Me z$8z1~WbC4p`d#(J+-9|H@nFH#lbgK72Tzj-j0=6geckZ?vpM-)Y}O|Q2p&O)hx{;V zDg!(>Bx5D_z=2=vR+>-j>8(HM`sXO>>IFqbIr;e^z`Yo7SixUj-H*IkJpf-*mF`86 zNv&XL)O1>q1@C8vqf9aTYi5o-2DfhqeUNu{bs^+;;jv(lUN|}%hmfUDw`#R@hleSp z)NvsQ_ZqMRT8*>WJZTI2q}Ajic>81GdQEe*hEDZIJxe#-akN@t>v5Z$+~cQiP4(O> zOG_(oT%c!XkLRlK4U5J+ii@S+D>0$@(_!jk0of0 z@OiwQm5&woD~8Uu3Xu#cWw_S>ZqDx3?98I_d{O2~rc@)Mh+S-ai|i+WS)?K!ys!rk zdh_OoaAUqQ>`8kS4$z8Ny%@}T6O+h9X_H|mxc^A(20XKkVAus5a$LC|?#|zqeM-;F z#E$7Mj5eBjo(2a`IS(m-%kZsPcZwY87%-$yp9kj_I)(>vfF;dfi_lZzwzaoG<^vi! zdiV8_5ZDnSKAx~qy1q<4_;~wK%So>t>~2T zvMm52OkrC3J`BWY6VQ?X_TZ3;#J_^h!MjrM7;5A#q~;>O;BI{j8j!=!zZNR`M6q9_ za~lLu((2biSdIH(atk+q7H&S*n%L)p>`~68fS%K#7JV_GAz4_h8!vVWoA$Zx?0(NE zH+wBIU1G^^YsthUNCxI5KH{QJLU1t6?OmLm=NvqN(M63&G8cE@qT&H*9$+|g5eoYD z29}S0&%HXVe^Btb&;WjrNXq*G@86Tot$3|mR;|}s@82u`DefjhUAVsH;MpX3w68qA zl3&q)tuKi-sc`p4MEEmyPP(6#OeSkY68Z93JN@;-i)#Qm_CIl8`EwC4LVe@Io%VUlG3f&622b)iQ>0I+?> zVP1FebUWm-de6%e0dYKq7ot*?uerz9b7$ub_glPEw{F*=O}n8^yu~l6JH)qbh9;50m?)AsEq?=WPfw0p#H1O13JDTTf17evijyI{J zE|TLoJMn zq7f6#^lyd@31UWvnTH1w(p^A9ZVZ<+YzZYxED5*^Q-cB2pb;md0@zk8{YZdEM)ukN zJB$O5OG`_akz)_mnz;o9t1u8Bc#Ol94bq>5vhUO&y>%EjNphHW8NF}%lk~(;6-d-z zRzZQ(*{Xw<*^`srdCETi5Ih>uzx3>Ns25h4n3(dyz9=s0>o>9L7Oq|@ZTh@pNy>ZR zbM6)!H|Vwyc0ehh9HT#wc^WllP1xPV{?vpEyi7NyYhuP~1)%N&7r9T4CPKoW%D?RqhmdG_t75 z{r$&p(VJQyt4Mfl^B0A?Sc^J`e)*z&S1~;R1I+iv?a-3tYU>*v;1Ap711v4k&!IcmD`Dlpm{V1*IO?#&X$J-+3f45 z!BHQ=7vUoVPsMld-}W~snwc>d+iXHqS_YojM3ne+>&>Qjx0A_mZkAJ0h3cs9+Fr%l zmg4pFZQlh>FSNXwkyLU+pYNvEAKd@7-iQ+AXqZ3j(I#^XieK}Dx*kM75qoV#&CBgR}gjZkMHG>cqw zoL`t_u{p_m$jy`6{QR18O?A0lA9cFd8q0?38K%uPn1ww;{L$b;#QoF<-5Xf!{y6W< z{|b^I)DMlIhn568ozLSpAe=L@XK78BKUp3DtqFcQD61#v*wzID*8*+W$jAr~HJ5Gl zu>XC)fJY-xM6m+YqWpA^aA@j+N=iyZr(NNe297Zb@(a1U?OHCXDHWhLYRJi9CqXau z+A=)@yV?E7-PxHJ22O&XEp);QHQcoODqd@4`4m__ZEdn)Vabx#^1?7wvSP{A z54;FivFSbz?4l;>{)U;e;~@fc>q%?KBwC^B@)3h;|9Z4fR?53{e?8y*lD?8HTOjk8 zTiGoG84cVDxt%(l!|_Ps9thv47?%eczGw^LJp&X1*v>%ppTCJo*Yf9P)*WmaDWh%5 zWt&g$+3z^NL#~Ign|RDHv6}vR50TLD5QT;RkcHmjWMi*yz@q9Ucw|DbC_d~Fpt(le zS$_ZK0j6Ai$_Ig+2?}GEO4XMy*>A|xOitDkG!&|6X?3KFc!owtn}T6iWmPo+F_i-B zkENsI9WOtIeX_)l5veDCJ9~I}s`;b2chcSG#Ob`!gl?CNB~{Fw2Vs-KZOWszHeA4I3d85~Y z*XR7$ZwbIaENtxVpFiX66#<{4Lu9ItZRXp88Smbe75F|6hxG4~-OGKmnn|rPLv%z; z31}a3H7xE*fnUdH z{unJ_c~98=-%r5@W~MVvTR)TcM3%h;9fyNH3Kr>Pzg_u2+QCt?zbGk#37#FG>@9a$ z*8sRn5dhbjnVI660-{^2UN?Uo~I?c!)4)&Sz$>gSJ2CTxxmcrT@xYii`l)xy|9$Nv7& z_i;mvkTe)D=;`St+v~2qEGKU0iPWACmQXQp{qX72c(_DSR&|*_#8m*_v&-)~>X-4) z#wKPA*P**)5?}4z;4nO`ZWLlEs%oXB*PhGlnG$MRe5|C?rDk=rQlC36yx*6x;vhyAhY=sF*8Cyl>1K&g33%f{4%0leXs?|H z?!uo0VCR&SM1${4RZ6}_5g9+=X9fnay($BPvzMHs>UMFU`K`CfXfl+)2CL6U+o?bP zl{U9MYAp8Kdb>#r7R7`V{6zB<1T(gR@8&(il~NIeJ}4L-%74Z$%jIF7pXJbzdg3i| zfq|2m)l98VLlb%H)-zTJGuq4nlQtN>L#9$+dK|1hmH)5$-AjhtgNi$Q$(CWAOqfdwmR+P z>VuNKGCoX6%pmha0!Sb(X=H>C*@ri7Hyhd8aKK9+U?^*-#!$+S11%C=W(ITAA*;qi z-$+h9|NNTk#pspN^t-NW=3gG>46d%`XgDp*i4*ZtT)(`;soN5&XTCd_D@Vd8(`H$v z^5R8kQmecO51$6x(k-d_<1;5yA}eO)n5j;asu4pvxeA(w8gzxY#J7LZB!)%a9-B;Y zuIA6BKnZ5#O0+$Jckb|~>vl~gj0RzE265w(0SNAe4gVSi`8`)5<&Mrduw0+Bp`Drk zW>|&5l`vStLIMJxP{CCKDi|Uvf|32)>e5Rpl62s&hU?Z;Hf z(B*e`trfDW$uhx^R*bS27E6HGn(XX+wdA({HZ1W{{Q6m}=irlVe-Z*$V;%}}0ZZK6 z!ou*mxmVXf?gm%hHOj{If0Rd@Ru^JId}C3$FdFjjKx{0eUkG?@4v~ z%lyasx;ON8vCnNV?IES7?c~({#Q(pnqoiVIC68PoZSgj zEW3cNUi@hWWDjuxo^qYEfv=z6`|5Q3eXl7lrNCF9rJS6um%_B&VlIf{Kd0G#xH&ng z;0svD^fxEJ<6}3-amEJj7aSUBA8K!XTRZT8BPjXAA_RaEkHf8~I(Ih9zWZC-Hbld} zG2)Vw!$z`E^RbDxwv8H!{U@{^q2Abca?&qSW0jHL=&V;S+L^2l^sHyM~XD}!5#cz)Qz3zt zy(ss$v7w6*>O+O*wBpI?+jHA7A^FTB>gpTg4M{M9)iW_(vq!$o;-c2>rtD!c*lAl( zdL$e%m4$`0#YlTx1V5a4&w#ey^9;6alhI~IEjY`Gsjl{8_YzV`8=G{PJ#Pw;K+Zta zr0etNx54+(uwx$`@)b0iuP!}nDxvAc(%09AYV+lPJ97T+Y#4^9!a8V6gZ=;K5<)|1 zRqs`2$h?}z^F5Z?73SwpgoHG1i$TU=OP7$I-|GiBU_=4nK6rWe+3&AB7lmL;M53g~ zMWC*!3HztvyCS^2M0j|3yV&3=3QEwL6dwRCQ}^D(vsCn(+N{BDd$e@cy-C%_Mm|jl zGJU<0x{e3B%<8H%Jg1d@H=BK#2q@!!ExvAZZApggWuop}7vsGZ@_H9JYt<6=9!jkf zk%!FR;;ijS?zNAQ=iO!AyI{`v!aq)G@a4|oM+=VVXBt81$S)a9ZZ=}~)Yvv)Ol zI<@c2JIl#43JQ{eUD@d^iWLG9X_Xl2dqh}ZQPut9*I!tN|Cz-mftfaN!y z{7n%yu6c0od&K}I9ab<|jNZV(*TeZ07pE7v|4mXlNBQ0uoU}{5bZ2ZFMmo{!33?$! zcit2agq{TAi6@2)tqxF&%DcXzgIR;HJtsz>IB$HPg;U}p)B!;P?-nuk(3 zWqceEpa)UjSc|F5fL_|}dHMW#Cmm!UG&b7=gUv)xM+yX1_<}7*(Eood`qb$%Ti~o9 zW6bhT&3i<`AmT*ibH%%|zPMoY3Lb1H*pN>9r>L}fVXieW?YArVSK~koqIq1iVF#8} z3^j)j9g4r->FKHKkgqH|SWs74B~4c2i~6R*>-o3;lX<1^^S1>Ymma72U==Y`t{yL} ze-GdFZ+Z+1QN^nGcfXLYK^rL$7`gLRm$9_4P=fOwZK2&6XLukZI`yrnjh?Q%JUp@B z@>St|#&2k}c-+#kMZXsRR`0o%jD;2%x^&C}Z_s!=XdwF}qd>~n@ z0o~Zz9n=Oh6@p8jOJt$vk9xzki&{1}7P!*)UvIs<|9le#f;HS$4z7I~v6NLzeYNhn z9cNhmYHv4h>ebf@orgH8+ma8gNq^_|*sE)x%$ZmlDrww#h(q&V?=31yDd-pk0Naq5 z4StobVfU|YdRi9DqK=M%Hjm*oZXP@{6%CD6c(exAoV!YBg>k$|MJq|n&iLLkV&=E| zE9RR`Y@EGt`~H3Zp!pZTs-4`{su$s{>xv-dz`_sJWb4N_%uYs#A2%^a`q;U zLPTF7aCG{VTH>*o7?4)G!G?Eg5LEsgGfh;;4G9B`0Z;POAdSzlLAv{2vj6Y$*eS{! z!d?OUj#tnQFaJC`JT!%PKR}b#vNLpY2Dn|;)WB1cRXg@EZLOuC6Z)_Pqs*y#iEX?| z@^r(r<{eixfs3kz?d`s|S?w%hW$1XbVK)B~K9CAa=t(@^6>6yQ4$Zei@wt4C(;$kI zuj)Uv`mw$~FN$s9!t;orL}T6^w@elVMRI;$#DNL}iyT8xK&lx>8H>W{TDwKwsGcYC<=_o+Se(H96*6ZTH{fLH_Jj$Gs z1cD1KsD{NH88f)_yo2KjnQ-LS#Ayk}HtYo=5|@`>`JS>2qn;Y+R#TFFxt9&)XJ(iS^E z&vqE^H6J#G0dzGve%Qm?6?Ebw;f&&v#%K_j`>BbydR(t5^>&U_wn~BIlRA0eDAdZ+ z*O!;Pf5pY8hk;sB&XcN`k3aB;1)`4Z3Hu-L@B}^oRnc;|QPEeQ+W|yYSQ%n1o})1_ zF(I#VLi>nhl{D2$3Y;rP&hm?ru8+h8TPB+wivVd-( z_VF*`ho_@mu$i93xtC6LL$5zEjF6efsdIMq@1v|JilZSkwkSzKr%($ascM;?vPL!I z;t$Zc3JVM0ytxA{{GUH-dijJh1s^L*(p6HTw#aQ#{{8IwGx~eLcP$OpH3Y>{f$j6K zQAMeeY6rhity+5yj3@N`6rbW*Xf@|zscK(x)+GD|*%UlkU}Y~fjko-xyIZ_;bSOs} z?|F9;eq6UCNJP{V64=kSecx5vGB@f&w2P&ViX3*Hl4!>iGqGJ}mth{uhH>ZzXikgi zE2eF4Xys{^re8xKGYZ0Xo0?u))_MwaURwVeeynXjRk~}boZ0jVmG7;(9uc>QvhonX z4#QTD+M%rM8Z^=>$~7cb#bMXHQCjOshp{%f_C9xZ783THtTZV}GSo%FLOr|xWjdzm zk3uggKJwkQfwU)gup#Xfe9}W@SA$ZgYsMg5p`2Y`1Mfy!7?WILWwP@Q_!EY8TZxG) zDBNO@j{aC%JI3J+D=mP^`-|=V-zqS^VkSUo4x~H2EdiT{_QHidLDr<4rb9^GhGLs7YADm1B3Z} zCAplsy5u$^Ewrcm=rZ(e<2U4-7@h`a@o3X1lrc-~S>?mecD+9gOW7CM*^D}NjU;C;9uZ*$Ph#0b zNwtHU&s20oboAfqNsPBin*JkX*IAE*TqkTITLi;?u<|9Ss|)Bt1X#s8ljN^{*8&0p z$Lox4aLo!PJa2B^kFx!y`XjTpTc){yMAw^{UWTM*n)0DpPR!w5SU2;=_Q2SR%m3t< zNvw2mLh|UzRgSM3BMTN7!bbrW@8@Pcx1o=eIE)HGO1OjK-@DzX=Y-2I{XEh z=s3xNe(`#8YbZa4TlU7z;o;xoP`)yXqVQ;=ibtVQ;oo#}B@#0;%fnrkmT=s5j^KmF znVGp4FAM!>L`Qj)&&4T(x(}>YWePAg77?v@d4+{GCf_x}j^pV_&n-wU%Gqny|9Q=Q<&}_#E_2cp?O4)2M_E)f70``O8;wE+4(*Guh)D3e|K_Sz@aBbiuIa|vtIMNE8Zo`$lK)Nut6Aye?a7)_I0q--KGox- z)bgg)m%e;TW3Hkf)n#wmbpyQ_<6SBT?|@c-L@#^)FBV*jQIp;Egza z<;UK-B6OV0ProbqwMO_0iHNSn75({K{&Q_%Q7tIs{=v8z@c-zzY5m}5Y%$)L>FwWl z2Hx@a7#e0;+G~OHH)s76snW)MsX{mY`YzuC=vD*rhoz zw)g?z1_c$h&UEJ$GI9QMbXw8Sk#hU)&~BfR>* ztX|>OId4riI7zNOK|$35E&^a5cZi2%Rwrw?U}Dx?KZIWFsrTh@MZfKGFo~YM91M;$ zHPfys+`k0v>s}&*G-!T)aEJg92Fc6N>~KXQB|IR*D+wry&(+nR8W?0v&VtjGg|+p^ z>gq(lua5&z0(Xu;w^1zSb9wn$yXgb09KvA4+WCr#chd+9&evRcwkj5k?G^U(ZLWLg z7Z>g)OG!_A|NEnCr=24$rJ2q@ zhSwYI)irZoG^DfCfTwG(P|2+whOr*(K-rGh>Iv4RpBWt&B=@n4vYgg~0{ z(X20h#ijnY)A8vkh?FHD4b}5-BWv9HYy0-b`n4+A(Z8pRGKLeC4eqDOW=JSq&cNHa zG=Q;ko-XMb!ZGWo>}Ehm&-l3K=5DkBH+2PYLqXoEobWV`8Wn zzMFs3FUpcz_53qM>c_y{eDMBj4%^Mce#3_o_iHNWhRw++Zg=bUBo2UG?8F=NvSb@G4+6t>-6uEbQ#gaxh6n@BG|lIA2xrU4XgBQ4Sjm%dqzYA21X!QNaP;Ka;p& zS`pmjVTX?(?kOp92!S&=7}UxD>NPhvLm5YY@UzXh)j=lQkaiik!-9jQF>!D{R?pot zl8$1eWsiiK3hqn@6%IrWh?{L&|9`E5;YvKpDTp5Lv9ek|+=d0}x?0(#v6d;&0lbc; zU&A_6Ra-lpy$9{a4PfrJ!R~1lhV!R_Nzkqp6m)a+T2|@Bp8fp!(|C0-mxzc+Sx+yz z!;p@f`z?q@A6SoZLp=N-xoUOAoU;%Dxc~(-2VA?r84biZ;4KQDaX%;+U<{FVb35kp zp-SPmF@#J^u%QNAGMrK7`0NZ)CZ{Ym&zuBdX9_MNi2D@O)U~xWAfUm17#t-!V8=`f z1W)baYSn2?ScU-(xU@2m178J5H-0fOcz}X_>+Ey{H9pq!Ba&<=%YZ7^@FEWi9Ol7? zHnbcHlj5(fQoMryNE%It>MweDoF2z5ei>roPrQ?MM+r}f_mQik%`N)93#^4C5a*{Hhx)xvCYjE3JCXIfhet_ z%mKJDU0kX@P07jY>QYtE({~H`1avUnt=~Tvxm^~Pso{^->-f64kS#CE`t}klQ<&)k z*M_tog{;6aS1wYYx^IG&oE*Z!%K8z!an?SNgQJx{{Dix^m~gRx6{66?`TOwxfB2wn zxh}hly(V7K(a}J&VRD#J`ri#S<4VC=^`Y|(hP;BpXYXC6NGXPqc>~GxGAvz;m$Ik? zBwQG$Zw8mnR|}G}9h|QvzF2YboGIacQX;?8(gSys&!E^-}&g z;#aI24Yo@R)V@4__<&F=e@WSfgFqQ{7&n88JraJjUWJHkku#2?k0iwN)!uWMSW(xL z2`k03(8HkTwFIfx)y`ZXp5BfKSa!q!o?o-C*W|Ig(~h^ew8TU{%+)nM-xcI{xd{3f ze!|rd9I`gV*eKEo7xAQnfo3Vul$-QLon!9JE97ErF*Mf7gUtw#92}2#41hHv=yl8u z1RBzm522Bf^n855dfnZTq=Ja8C-`0nIxL|1`1nBU1pSph><9TCq%W5`H{O?bBg+H|=IHmr+nqEjGH3TQA|Df>X1xNrC^6jyf^ zNJA3}T%4SurO7J@0UhWLOphKlOrJw?Ik_M3RDh1$jbsUHUp%q?4zAj+eGkq1Gx_gN za1!(J@il^$#p`r6UyLR7S*&D>&jrvJnBVhS3_jJpfJk!0kTw~tjwqgQ^U5W%U#Ark z`T%|%h?1>#95`!9)FK|0f`C77E$V{_mSCT*n%c0fS2mEwzQCGpuRaFmziPeZWboSS zhjqmsYY#XaLUtL@uWh0!1^>mJ!9Pw{7e{*#*`qr^Xh(^A0~k)Xk>~^ zShy=J5SYl8Gt4)(_dB-NF|>=+>|JBUBWKAvUzivyTUxp>cV2Wt#ACyg@t{k=l_lhYN&lH+-_lJ75V@N zc<4a^^Xls8Z3>EZf7G*r(o&GsznOnH^;lV1dA)9MsMN~o((jsYK;ZD0l8uhF;!JW& z;<~CazvvYTY#1aK4D0GNd6-o1=E%x_gx;Yx^qCq5hjBvU!qTR~QnP%jj@-^r=ec#t z`y~&ov<|rFRe0axR%Zb*;g06FYm^f-GZ$Fnt)o}oQ53ed{t#RGx3LHIfSihb%JOs~ zT*niP4at5JMsNEQwsENpA4@=BlCb^nVLBOt1Kb;e8rZveLc9&4A0<`h_Hm!Ahkq;5 z;rU)pQr^;tQx)^D*MLs=ZTvU5t9}4?a(8d<(e`@X*;WHIxF-7+N)$YlA|COtXT6hv zu?V|PW_Wm?Sy~oOx`IR+BIuyt-(0M0he!4)2pDuGQU#rY41Tr3*1RWzt9d0cZ@~OT zxpDW?l&@S!tMm)@e5gpv*xl7N2h3o##H9Jy1hgCZ3+oiYimR=B)af{>_X96cG5W9!uZTHEbWal-dRX zpbtpK6Fv4@&hSl#fZ@4tr`=kRy-<5@lsPF%Sj0eFF`_lw13BOxU_yHDjz-7;%XFSp zR8Syx6;ZOSU%h*IIW_c5;BDVZz$dU+9F1-N_-)HAT}6C^z)djqkM)a~j1cB|Iy&=T zx4DFddm`S=&zpbH8GBWlm(`pOS}*oH*g|O~y;Pvl#?uq@qvMa z(&yh;&F5=u7`G@T?d|cSq!{4M2hJBF&atiEmHNrSVP2^XK1;siqW_#69giVZ#oa+D zh;_tWp;nNF2Ts&k4jRRf)20!f(n=)d#3Oh}(U3A@>$sRC=;RH=lF}|><#4sU- zDf#>j@g+t9?pWaYLgyG79x1s!FaFeB5P_UQmIor@(3ET=h{NFm z=)GfXSQ5Hf?I?`Enup$J`*bWU1$-Ev+vmTU@-bK_WjryxczD%zR*E-@CpT|lX6eXb({N0Ey)572mAyeWGAI!#9g|@)+r&pf%6EEq z-=oQ`%lR7UoqA25Odj1KciECK&Xi~k#1rj;C#BEIa5|dmk=tIeyW8v`y~1Fy7&ha0 z*sT}oDRPb4Pn7+{vSj(Dy)Qml+IA`x&`T5>xT~TX+$HRNO7W@aUFfq9K@(486bb)8u0dc&4)-rDAo>4;K%u(aC_oXxc@+zuUpRBWa$-c+67$qp zfgGYl3ej2rt)$PfK!NJ{w!C76hFlgeA)M;nyLdKw@vVUTq%h`7JNk$u_PYWC??C`m z<71-bE;x!uGb41jRHFzJ7uU2uQ~a}5LtF+K7wX^QW2v*+LOxm@ zaAV(@XsNyVj}JjAl-eV^!ABov^7@H%G5XoSa5tIlx=J*fxv{Wf{?R73QuQg1c$?@WQ&LYB^A%Kq_~5&UxZ_{YGP!+CKvY;x*Nh2`U1CrpBGU zBk4pFJ-2yu82uIVKY)Xe^N*Z<+=ws%bt3W(yltvtm5|fnYV9oXB4I&HNjjE+B1K$b znP+Z=N{VhT)KAIcq!bKc&v4Dn!=t+SyR(pP(HEb;jF>X9I|m0gBKa{feWiDYBOr9p zwkAjO)8rp56<@h=-yrRZ%l<$Q;x4QRb@@ARFqOzNcM*X|cPtF8qV)FA@5AXA9ywfsa z%Bz0U%!;1Deu@Wu5R#+|F}>E{@C!nroq1`R+thbDVR;W|q|b%o8xFzeUMOH2qG#E{ z4O@K}kt)FT@OLHDGpy@PR5Naiw}6PJQ^O>)01Y4U8;g)Ct5F{C6RX+AmWg!(Jpa9b zL-zkXXAVM2o%ej{8HqI2Ijjl`KSf3xe!FF1UWMi1OcU8Q6aiBUBj(BH`>grx;x$1* z{7d9G7yz6gk-isacwZsCOkcByHVJ#Azz&ZlIQCvdaFvo+@P=dfkN++~;-~q9{Z^Ki z;P-9yaC<|*L6aP=MB}MihxhV%*qjLO2#kW#oQN-%?t=DizCA=$UEQVC1RP*Nd)0+F zGqBMoIypGphZ7@OO8j-X&9(-))nXG8I^Yp=nJLmF;nMpF8;RWt3=a5CwY!}ZTq)S+ z5n=2-Q{V=R=qyNb8-d;AaDMCn1ewE#;%^%(-+SPa)T%Tec*?R3X$p)$N(FQUQ7z7R zk#vps`GHB4K|J;=h+enWtI=K)s`)=$0PNYf5RfMkJ0QsMDPhLua9UXh;0Ma+1w&Q} z3X90luScJk^9Ti=>nlYMgld#BOXcUty`+5i{5cqahC*+Cn}|rV=9}b8P7;p0gtMjE zPl4O3&Xf{bSh#eUu1iWz6@Z~n)J3#C8`BcQMO;-y`J*QnRAMl!qM)1)tX0A)87@rz zl!UP{QqimPJ?!X|RCqJMstoaMyMaqN2i*hmKtkIl&YQ?anlu#MYhh;-$RC0_G`@{^ zi?gx%lz+C2zT8-MU(HS8oM-~qnW{IQf*hYSSiWVrqL&~ruCpyQhGN8#Y%YP_c3g`E zI0?$;N)&6%O0`RVSasbdP*;&vR?O#ebLbHKWD&NA{((lYph%KWffXy z2kc-S@D(&1$2nW&HIR@Dn)I@e!`7)~SD!5pvJh$7rTZ5*h3W|_x`PIm7$pj_%V(zd z23F~MOe2D43NSy7a8gEd@bW%Gd#&)*;uig*2XXQtQM4i9&oS&w`%;nUKP8cacpZU^ ziZk_DpEHjC{5&q!XKN20wumR1cpNE0s%xtrc;8`vz+o5gg)RIv+J3~Yh-1}r@c9FW z=hZ}hgElk_98%gyr#lD%9P)fSEUW5sTVVW|f*!Q(F@PNX-C%l%G^M~P(!kTE5-(62 zZ1Q|PGg*0Ct5}MP1i4u)s|b^NWPpH1*3r?G-&iv8d*n75nS0^Y&F?WJLoL2nuHOYj z_C0`Zqg3e63dq{Ku-sfQc3 ztf!|ZDJ2E{3gpw~m6s3Nys7OrUI69BJUHVvWp9-M33vALu!f4D@4!O@)?DCz0a7%e zkvbCwgK-a-Qr`ebqv`X}FaWO51ah9f8kw|fi7GAS0$Q>}2!c)=0S0<{Amd6E zji~7ADge&|Ok0Xifcpi&ayq!ARH}-7g&eeT8sa`;EOc06A2S;p zc7DZ0axntKEPM-N*KeM(`EsoC57Kycv%{A2kyZ@CBq3GZ8lP=|>snIJQ*Z{?`GDWg z75R=q`rmY{^v*58Is%mf`}r*MPNo~x4%7`RID;hazV{5!GYPr0sK#D|84@ej=7cJjq83e+iu zX{bF`=wKoFOh#d;etl4@-kJq|Mgo-jx$*%o%iIU{9ibodpB_Z)&YD&jl)W$)d>8!0 z=CO*^;{tIN3-R36&x4s6J3OAFO)}cr`zd0#?(EAkac&4^L@)1N!{J zDnBZ=F;dU_SE;6kF|U zd{(tSV_*2w-4#8%fK~Bpsw42-l>jWE}nuR6%h38%Y zojKA4oTan^!j$^@vvF|)I`WiaK8+(O>c9c*?N#6cU+e6C1G8aEK6Dn^chppEvnk|8jFwr^&R?+rp2s8VbHRf}_&D(QB);xG|_tnJ! zbqfNXmOvnaSTx((^0KkAzJL%kWT1lDcMXw{0LG9u>f*dTlLn|uL#{W>UDng}RlUvN z;e4+N*8g!n9wW~^!QiLGuBrJD9%1=po?s*x7i1!Jw`xa5NB1Bj?E#QDpgq2oO8M0r z{Khz~q@6(^1C9u3P8lGP$&*h;@XxS_i1x|J6hJTm=xBr5eGHDQ(+hXfyJ3`Ff#C$| z&XJN{M2DdP__f$z2>(K`YIuBN5H=IMnKgnwfNUTv8So1y(nlNmb)}%V)%@1CEj5)D2a&TFyS5q~ z6gsm|D4dYPucVi{B=84 z!s33t(bKkOLnQjI4i7s=XKAXmqqK|Xf$)kjltj67C?B~-!dd_cGK3Vtag8qtK%j(- z$NsEEka;A-0!45yN@`J%8C#bf{)e*3O{z<(rRC*C8vMt)Hjq^f_1_<=skpefdDX=4 z=9d6FfUOkl;1PW5_vvR4Dt`Wq6Fi6-GK~d}dHbJ6KKvFZP3j42_xX2Js3zN0-p(Of zJ7VdQqIS3TA2jSFMD>5ae|qU?TY6hc#{c8NV>+3iZVNKtSLClz^fXr`Ei%jYb>=Rn zI9Y;}i|T{Hl0NYQsX;gT0^ZC)S_=^+tUYq7SZzEk;@Ds7#ve|n=*XS_vTk_{XWYos zdeM;gw#KY(WqB}D{hqn2kf1sL^L0lRwjQ?|H-H#<6BDH|cq>IJMygn2Z;3>|pHDO$ zp-Sws`yT)O_cTlS6+gmU$9AgrOHWCOVDDMp>{zqRt*nd(@S~4o6CP1ZqZ<832;GG2 zL0%Md3rJ7*%z_^P%@3tD7ub)88*Ph^2;7b)XVo@nG6aEv0kvmYA;~^{BJAhpbV5xC zm3vaJ9XRR`*h z_xv{G0K*Ew$?IHouGYGBqADpVX%A>;L+<8yMZWHJZ|FUNa#P=KVh5wZe}DS~EGE2Q zQMbQ2Su^b=CMJfI6Bs>Dpg{LN!4nDUFcjSOYsBAToS`ny+{=$3q?^e7@7Z>G~O3&n^ha_8HCtZZjfnhEFaISye;h z`>9tH^r7=WKxe*xe>Zko6YMgS!2CvV&lhsTcH!kW^*(k5k^qP|5I-E`ufuEEfxz5K zHhgaYw_thyX*!GomNQUr=D>B=jv*6ubIY^Jv6=*-M+XE1NOCQpfIHv5+`7_}b|0eC zcg#ZpZ@!p*|L$g4wI3bbrjzv*gVM@&!F=m>=M+ym=yn3OnnF&EzK_+ru>GwUqA!&* z8$M21jZ5rIx;mqQ4vO($WuW9J6sX6b#~096{u;Jms7ORSpkHhmrRB{}{&?H5+wFRI}7dd zlPcd!pcM6b4`fml6cnHRW1xWPK@^bU^KEFg_SZ%tl6_AJF-1HF`^UP#?{O^Qop@=w z2pRB&!=@V$OC$Il@c4MiqL5fg^^SWa;&O%s$pX!x21ggN{tBmL?un_PQ04HOV`i8Xzs4@PWrxhKEA*`AFHJJ=8F)=m@dEZ%Rl^^`O+#% z@v^y-2LWemyK?uF7YZd@>2y8_4jGy$W%GrjuWF5m z`fDoO)U=v#-tK1_LoGu&RYj<&!S9+BVUb1m`G80H*6|6fray%LSY@1IimP!T92XVc zeh>J}T~ zf!vl}F#}x!(uzSq+gZ0`Kw#hr?CSt{TLcuu!KuTyzV{dCbztXwoN6*=%@29BRq&l5 zd4&DNm(2F9PKeJ0$pRkiz=-bLas6>)6x_yVN~A*|f~*3(b8s7;M@K{$fy2qi{QR0- z-d8n~C+qrGKLGZ2@7}Tk+UaKf3eb$fH>30kHJKXZEsGx00<>!g7zMP2RpZM5zL`P` zNAkz^bTmBF*T;bj)=K)mWht3m00a~W#&xck-=SnPw6|bs6{2z-@3@~5B_u=tU=Kg= zhJIj&_1*2U`&&K->aiaCup%SZN_0ODV}`9WJb%Coo)j?yHk3zGG}u3=ob6|o>arQ)V~2zp`;e#g+>h63gCIeE+rn zU>#QSCo&Wu{ft7gIQFxiJZDV+idMWV6Rh$8G;rM*YX!Iek`F@q;O#N$=3(D^nD$H> zTX4&nUWNd3cNcn818&m(41yy#&d*tiQUx4P0NE6~yq^TT!ng79-vAO_ooTwEr)TNq z&BQ88T$}nUuJveQJw&k8@Rr%^OcO8~7gkrppveM@agZ4+tLr|69_UU)@aY>2SfxOu znVrjPpoRwZni`!&Q{gDk$f~Isr4{QAPC(xQtir zuU5heI5VD8KYaV@Sp#j#Up_n2G|g*l8lMG97l8r5pR#HEsOE)sNB#qJH<%@j7Q1UF z^P6x|lV^vAogJB~dw)+{*;-qFTXL)`-Vx(iNa;0YzZ0QTmtWex>a16NIkO~LomTnI z`jW1>j*iZ zq(oTgkRe0rcP*DdS`}O5fI8lJQ})GUTEVMh<^fI;1G?7Z!V%t-UM~xt+gJHw_YZ&1 zW)7`sqdT{9$w^A00qwH5C1uE)fG+b1%=js9r4eH;;BsZpr)I-U4~pi3-jDl;tpYe0 zVc`)VvkueYZ6)`}m!KyFGJ~0t6vic1C~m|nn6~#7Weg^r`X1aDZtL{~O=skOH}h0d z?2pL?SJ)%pm%lp{6P=UM3t16;z=Irv{V@!kVy*nx+Fz#@dIwN$$%sHw4(0M!e_fzr z;NKw+FDt-QQc?o>)U&M-Y!IGEWIf2%MtPi9l=t%uk0z}7|Dzz_0(%E4 zYePB%L?g4Bfg;D^D9BRsiIH9itMoyT5}AN)>25e@}zlP>8qKQkZDf zicR0vJfy&-&d#F?ZH-VOqk zi0m5#x(w1$^e_p){`T^C%m}!|c%U%1x4+5696dPp;>j!f<8Hl8ExoACJ8Zb#j11C; zrl8V;dIiw+v26#IimD1X@MSeL92#p$eSLlD8R)x#T?p<u|=Uul7eVk?V7nk7ox517HlB95t<|N*oy;25-2J z^@UhU3E`#FUZNOTb{({GlPl{K3+oGDno$-k&QR(i*;5c+Qo@}et!Ja z4<1b%JyTLLo2<5pq!j z45t77si^?=gO57@F2q8Y^OafooXPlO3tmU&8@JwgVN4>FgwilFVLJcrF>USf?39_O z=K4J@0zW|I9BaC>HH{E@n|1eRl1qA}a$; z&EMrkR=ORWC8u>AB`@&NCDlB(pDFke4SFiwO_tB=^YTTbr^A$3S)Ur^(~Lbb{*}tV z?cR6hnLgVNjy02ur(7Z4XpqDD+SA5K7<6g~MQ7-DU^6~YiKrj6%|g>#ai>q|zwI56 zOE|yxY`VhGGP{2-vs9}hZ_*XUN^s|K{=IO533fVe8)e^*Vejwr^x!&xpexn3CrF)w z0kHJ<`2V8mETF1d*ROAY0xFFl(k;>=-O?Z}(jd}O(v5%$NQ(%Fv`C9|mo!L8cS~-N zZup*c?)N`qoICCrXu&tUW+B@Jc9vh{4&n^PjBg+yjnB@L@ye z2yNKP=o*bl?Zk-+%Ihe+v30Q+}hB-cL;gKfjIq|lK_z7K(OJZuGPNtvJyk>f%m@OQLrSRzAaW5>xR(hw#R@F z4f=yGS?R9Nc=yfg6Dqy-|LxZx((Q6`I z=zcTn0dC*Y{Ijx{AUC&tvMPoq>;^aKd`)d|(Kr*+!}Rt$a>2nz$H)EF94dx}%CJ5# zE57sYm#p(M3hGo&w_vnLIRUHG1*f^6y7xGRzOw3;bG#aU3T6w?JHd~dQSl7}4x=*| zHceQAF0kn3GBzZ;_(OkGl!G5TAP1i=_(@=q?YW0ni4MHsel8D9i(5i3`%=leg+lF~ z(287K98nPW>of_Z8$A{{USw4cjPrcTBbL`+~ z*gO*E;P~h7)d~cz##~?Tx3S-QQz{Kb7yaLqR^H1`jc=-U-F=@&i5>On&1ZS9pK4Uw zEjgI2t9R`MS%R$1zPjAvLsg*ePVzjeAgf@_pDmdyo3NiyM0MGiO}1Sg$~PMozu?={ z>=S=-UBJjX#J*C&T_xDk_qskZV^F!*V!6OAz#sX|?Kce6GJW$ZnX9MtIEW$8R zp8!K+s6oNu?IH`D(J#WDF0r$daAzXJ<=*CRH*qM0^lpI46uhx*J4;>K<+kJ^2Bc1Y z&k2Z6Z`-~WwN~P{O&Oa~Oc-g?c+5+C7mYat3-fhlVTB&mrhs&gV|BZbQ{b20GY@*#x^$e<}=h^iyHSR`QG)d z9NCVbTq-dJrEu>NNv&^;2^G3=(vo4r?-1gyr2F;l-@u3LxrKbvh2@HAd$x57C`15B zkhx6fUXfQZkLHxEArH22cX*165m*Pr%DIeL=T4wDIn$kBz`m@fd)z{7Si^$0mxMMA znx-#^TI%cYIk;CLRfN(hhu0$&4rN`&gk}OdIy!qWb0iN`8G51~gI{i}<>Lx$VU}Q5 zi#iY%9(qv^4t}^I_%l&ZOHhE`M=kS9cC4T%q}7z8KstnMHERtDT8vlAyy4Cy))OnA zK;?-%SXf7+i3)lS71GyX@8v|-9ms<%4naSLIu&%DRU3MOY|oX5`d%6v3*B5I+gbt; zNl6*mwH7x;8^5+kB&C2!b`9z@E=2r32%Q1~*N{}YiVBQEtx)-F8Wqa+)X>{dZ^NGg z4df%24K0LYKhs|4=9&8%g34y<$g?#N@zEH}Qvj<&%^*O^PDxo7`-X~Ns^4q%w3;$Au!cCZiQOW+A>k(9U?W*DG!Y*+{wLP2HB!_3T# zfq@}L6NO|xY!417Q{N4N^=V0IsVbO!K%EOjCm1N;QQ-C1eOID?U`b;0mq$lecdW$y z(bcP0p=T=cbj2P~std2C@ceRFeSWtFo3iCDfs_%f6bs+(v`TZGpUK|F01N_`fN<@U zX2O93v#zm=*wd}>>_*i$vy8iYQng6NCBy40rvZQBKi-u|nXYeYF|ICrm;3yzp?TCo zT6$%h_~C;>ow3nR9TEj3PWkkqpLHInTR!-7@|wkh>~q6a^8-C28}zo<{ZqEmCN@&K zMIUbd=%tc1&#Y{b0%w<5dc)2T78cnP2*hg7#aW<#z2GG9T7Ybn9Gk3-b-&*)5c&lB|KP;f6nQ*U-UoWJ6Ak}?uO>psfJXStP} z-)Atg%*Q4kV)pM9H-+aN(6_JkseF*{Y=31z#leBwB8ROtq;xZaLZCg(E|!3j(zj>g zK0f}hCphQtltpwqQktVBS;fUz_Qe;3uNWE<5iP|)I-dkR=Oe8R2E(Oy^>!qDdQ|*U zi{*lxWg001@$H?Rzef1^?Hm423osJ6x=XRBWy?04E@NS1vyay7{?Gm@G9RGyJ=>NV z(&_mGen(HG$iS}fhYr#RS8@t#1%99wl#8okjUhk-UsdOe-iAvi&(Yu#?98h(^`ez+ z#bRtk5FEEwcK$uVR$$qA-AMq}G85^tzSMk>lT?l>pY~YiH*WyfVHDK4U?LVMH8(Re z=1HjL!-vxr8hG~6$AEBYX$~f+R{W{gv*+Za^jzjbkB@(0St2SqdBz48%6r-#{sC<| z{MS&b?7{-dwc3v2>Uk^-x1c_BwE~CS0a=_Q9mId^i*B^(a#F+yeVzP@7-#su#7IG$ zD=5(O4C})a>?+?;2Y~seJoEd`*m835P8((61WK0fWB4pC&;VRe07y6o8K=E{@T^1J&N|9$n&sO$52APR`lTwVN-0A4eZpl}YWyp8GUBy9!E6v87 zBG+#i)o+Q6Lm)I?$NBg1RU?_#m|+GEl5Dh^A(*beE#$A=P|-*T*0iJU7?#c`B??Hr z7tknXr9%pG`8F$L8!JGwp0D|^+GXoI$UC8Ih)RflQa`E%wB}t=>J*?dr+>KL-XBa5 zB(Es(*FMs95n~}HW6~_t)D#oj zH(N*JNXk&7;?|0{p(F=qE*K4E6&0KNCVyXCKZSJ`a8p!u2gIcRdXR>RqpjTBxmb2* zTEw^d)t3I+OkG3g)0x1LLP~Vt6nW#@m*g0HG4K8f}Yvy}*{h zxfLS`wT@4fZ1`UV+~Ip}JB2RhsY?orQ8k(1f0n!p38#Y)X49f4w_92bUkUZijwiGo2o2BZ+6ZF`mc}%J87z ztSfeW@utd=^ff9QCOUy-bx1-N%esmkPzFs3-msc(XPC^F|u9KV1SZF1S*L_u&Hg=Z*CH|o0%jld4FOxCak zmm%Et6kt@w5j|^w%d({hrHi>2OvU0xmae|lx@bY%?fZc458G2JuXX~BSRt9=I_6Id z1h3tX+fBIeOGISDah@1fZ^YRTaoK=}rdp^y%guG4t>VL`m{bO(HH5yIkPFL0B*Z$ewOH;D z&E1fRN5)8Uo;$(Qr#CdcE`_a1zrZ0L^`9nMbOgLP5TV0md|*w7kJ-{fzj(`j|7iO* z86R$pyc9gRnh9Yy3`O?@$g$AIzbY;I2cfakhq2w{C%u!JilRxAq@iYD`2J*3E%#Z4 zo^4G{-q~t|E3hS>Weu%`+W=!MktXj>cQ@#Jj9vMDYUNLIJ2FuE?qFW{_<&&%h)t1Q zOVAyvKummL#=HG>mp@ja-|Z9yuAU?-plRh{|2k35DAevQ@!a~}Vw93s6ZXgW=93ut zv+LJ5;>T68Kap>}7Dy~1y}dX5O(^{ZyK7i|+d$NwKZvjCjM;I~!WV~&ZDbw<%ny2< zHlF?-Ud1@vNvpQ+pq?fz>m>S=pt!exARXFZ=lz&lb944tDTS{6uY2Bg?PkUn=k>>1 zA#MM*FWjq2zDcwS_qM%eSvef_J{KHEU8oYSw*Arh85LyY`>FF_9azYBQq%l>R5|I6 zkMZ38yfq7`r)+HW0C90J4Bny{lr{*zt-4f$l9t}CZvU=By#KH!Z_CYcPAMAtQbSQ= z=c`7=FJJQ)@+G$APohXRc)-VB_LxUyV*G=zH48Ywz!B*@m~Llfl?K#Bb(=MX4$SS^ zii)E=#?R1=^{x=%<4XWI7di=YHiG47b@V+LPyr9plzzvM1+u`Eg@-DgqySk6t$uQ* z<8`p2px8E_am9!JZv?)`FNV}5_LxZlK7!r?cOIJ=(=u{;EN)pA1}>l}nsaL4kGbFv z*T3nHzLd3;!_*!dV-dA~^R@PrX<&U@jfo=|%_lF5ZnxK0q~H`656^GPR>FSb^)1FB z4cAHz-DZ+7C0tBd4TENesm{XC!%7C8NY(VTpE_h(Hq2I5I(Q0QvSbvUzvFQb6(QLB z8KN-((gk`z`S?#)4C@^oSa)U{o8o)h^lh&}4s;cxctewE2hoER?AC=!`)t-xk8zndDJdxr9Vk8VAN7v7fLG6T!a!SlOiFBP^(d*} zrDxrUGiSxKyjPtD`2Ge*LPdkaFXL4U$@x4GW$4 zuz$yQ@f`Qa(5ZqbUzUU;>R?zhM1B3L_(o~O5|B}YWI@gAVRhUM{} zh8!)we3#hl_#`A$#$a7RX~mn*bd7E6QCny_7oXqX9pUze4tUL6c|_>n6uvPHT9q&c zFSB0wjNZH>S?$R9abXkN`1P_6=fj5yyfYpl4@L~Sl7vO6qbIUd+bzq+@JdOdq~78! z4V_0Z6-}s^nEkm+inY3mfRm;!3}Ivh<9lx2azT5N+wUoS;q6~5`t4$c+7AhBF;30N zS<7paXO78H`0lA3zXcr^dBH%XULtdfAQ?8G#;SyP&q%>7gb53W)xiTOq1;e1 zc-u003blU2uCU`RCV^05Ju)QFGl8KEqNS9l`FDShgsuGT-P5sxHnVXFV>Qm`?@BM) zBdO!MZ4KO)E`MrmEDmbEE-4|5k(3CSXz6>=#1?e!e#)0otR6LBmRZyq6nn5dD;}>F zW;hEHgYXj3uA68n+XoE1<-vkmUNr-!*FkGt=Y5k|eD>5GXU?35_EXHC(b1JkHzBu* z2ACzxE-VBz8db2A$>6^2lJ4D|ozwUsdsV++@;^Xm4fuyPBBmff0qM7Y9oYA9lz#!d$!G%2Vyo7(EMUA74O}z@@$Gx6Wv|h zbu3&j0sn@9%GKJ;U9Sf}_;K|4ONX=C>dwzn`YnQjLK}=9psNb`r-*Hyq8X=tY4UXW zqxC#&$hdKEe7xyg=J)4(T?=cAlpjC*8X9u(I=%^qwH|Mtvfu~mwD$_Pw~q@j&-mPI zi|ZdOue9flE%G_{z_yzXt;qX&Hwr6&?ya&@Q&6z_M;_+SFxUf5pK7iKH_ziJFoi>a z#P+Uc@qXp&HH;mx;eE!W_)L&obuO{@n2q@xVVq)7r!K!!*7b^85G|D&;`VlJ){lz z_g%a%#AHa?^WHdzFLZ0d@ zmx*ekUcn?vjjP;;$sZaBCo!19e@K>^Q`2Ol`MD@OE!OEy<$NARn%ofXeJaq3$5@>O z3!aPpE#Llfpx{e90k_Wgw4!UyS|p|D=qAI%G`Y7VzwI)T;W0-1>Y7y2q~P~g%WP7( zEu%!s_Nr6|>>dD&sTEMRv9U3ytGN$Z$E2hd*47(t&d={I8v|sDBVJMXv(cL6uN4zc zVbImq8bl~%t{>^UFv5n0n^37>viA2M}EQi_7g`!_eu>E3b^4t8Yp zgk*v<6&Jg(j{cn++djV~Seemo+#z+EK1`p|f99XC&^xX~Jer8%e>H0F(;J1WHIExV z5f_-v)Op`llBFt6_3Maca2C86J7~fon<@!bO-+?NIw>kNa2}Urg(K%HC3L_reg=U4 zPSI%6=;-Jz{Ii9|reiUO4BI0Roz4J>)ukFSPy$-<61}ib@IJU&%2ArRM4)GeQl8(p zHKT_LWl5PTtbXJb6i)0(>Dh@}kd?LadTgw3;H{49`sV7<@X$~q?|SR5yVq20R-${^ z7L2hH8F2qo_+A{fi5mQTH7`+3^|dEv)=NcA%|SDHJ@rxMc-;l*qdGP;=#k^%BpVC$ z2J5y_=T~W1e&C{I29)Hsf)f@hzZR=vYEdccZg!@WF{4=v&AY9iH9r|BDP?-`C))D- zm}y!0uJ~O>+My!j9p&?UvrN}3ISm+tfn0GE_!1g=WTf%88|P+?_C1Ded8o+G37gc_ z1Wxqek!PcNv*s_cljQX==&#wwm&W!BW@?gXUBh-pQL)6fqM``Kh6LSTj$uC>OZ?Oef4@F`hLrEZ81HyYs@hp(q+PNfqPXrsRu$T74q`p zBoP}@oSuX>2tmEaWr6`M&z~YLxIX|~ir7H_$arwEM-Ui6_5x5dKx^QH-4d)(0h1wy zi-sf~z|0&Gxng3X?zMod)C=^1N2hK5eJXMmTHFa1?1!m#$#^MFD;~C?< z)Qc=OXTO=7WB)F2;Rf?91(l5v-1Vtyos!D#oA+YAcuf1}`Pe{Lv0a_j#3zqaq@O6A z(be8?wUAEf%iGSm*>t;l`m{=P%Ir^k!G!e-y##Dj1=*NOr6Xx4T|(TA)T2;#fA~Pc z?<=wvuobx)>AjX8!XrqdvzQE9Z}`Lk!L+S+pJ>I3X`K&1t=3i0_Dr|Kz~u_O+?-3DI@CI-fe z3H3~3{#kH+KtMo&n?f^4zk@b5Hk52YQZsLPy~_6vgfaw!ezLO5d%twVU;*T+J5DG6 zwFJSy6%ixmyB6|fXx&*>uLbShyA(~&-EGF39S^yvW$7`vR66#uy!MU&D`zKpHN%vj zc=31^gbK~NaX-sj&|HRpO6s<9JiHX>VNahTx~AsTC%_j2iW`VA!Ky+H)glP!;Z|Ts z$DCwa`QcGG5jJJq#D0nEOFBIL94&iLlH@koowbPEls5@yXZMKjhK~f-$uQG$2z|X0 z^KnYIoTk=YGxJ%_kkx0QbHYc9Sl8$o{o~Qj(Ea$Y-}t$jSsQw3O$|z9n1-rDR4Wo7 z$;pZ2KYn}Bgvg_Ndn3Tm1#Ltn=L`!VV>s z3Q>GNW%hEUCsB*_?#Ur#!{JQ9Y(rxJ>|7SMmfP%nFK;^RJ|@wzIeLZ7DPV&Q_Z?(U!ODC?8pM z@;G{4+PNJ?NYl+9Fi~bIG;ex4Bx%QaX~H^P68n~fvoJ%s*voXkYauadS9~|9shOl` zCMzmezb72co*&9l3V(sSo)#|zqSP~f)KO$Bj#CRrLnqiR{s;#&4!xZMA)?Z+ihp=0Wa1sXPs* zL}jeQ1svB1BjD?>T&(5pR^e#o#(<%UAb2z|G@whBse}#($855q(Ry4{D%MgkFna9+ z?ODDZhIc9Hg}$017}$Z4uHPDZe-<{ubua3gxG6aC5=Z6YTp4kt6FA)`z3E6U1zK?Vvw*P>Pm=tq6+ex-b~c zCafLe6{UfC4iLMoB5QE!F0-WYa&!L#MryH-q4FkXZ7?C~!S%Y#URgQ0ReZi;(4v9E z9}e&en$serN1&mp(z_34J{sVUg51pU1lt=R2~*fALU=yrt=ZlcGGe0jhY`Gn-XU*( zsx#iNiRv^#Vv(R#3IV4jWSiiIv{Zam`hE8nd<)gYnFZOCnZa zaC6Rm5bk}h?+iNIBPtyBi!V567-1i1fC>^9M`FVD0I z)HX+K1kSaqdL5ie8aO`EsZCmk-^jW>!dwF*pCrs-0a?@B-1-M(CkLAoGGMiZ6Av`L zz>5G$Y2!%S&El3{Ac8~!KV%CS>G(*3wL&{gB$#7pqC3DzOp`m3H&5Pz_TchV;R;g=;lOslR0bUIig$ zZ_#c>f8xGPX-Ekh8u-iP+qZvHe=^=`X#C-FKnu=93;ayU7gUmQ&o29R6xF{G4q=0( zTz6f9x1*Eo*B^vbo@zPD*X)Re#Ew^T90Um`E**J!oL zNTPl}g9;;;D7Qtz+M1=##|Kewd3lYN`-(!G0Q_?B-s$-ryY;;^HKnJ0kJDyVI`2{q zr{39&Kf1~NFftDAc`oih%-f9$qHpWuco!IhMpY`p-W1&#EFFAVK5?1J^+x&bbnoDe zp;afBqDawW=bYNJ;ODTgfgYCFroN}_d$lCZs__F#5)ve8vS7sZ%zNH7M&4Px{1O~E zt6Y_be-zmDx3%||CE%-pJOKUJkLZl8>csWhQ+L1mMiiGGP=%x7VXQ^OWz1(f{50s|gOTPJiTf}e@zzhy9JUTh*GqGsw z%aYC!+U#6%2^f%ad~$tyUobdiEkp}6L^Zi zR`96Zg!NA8#Kys`sn;^n(k_KIJ)NENpp`?FK7)2(8DRA&m$B8iQP8!!JWPRwZ5!f= z6VCMb4FTL+&xButjc(DwJ@)W(OiW@-L(5rlZ4_Cm56%6nDyWK z%X4M2{$Ot-ORPu>#Szf4Xi_ z8XB5#-SZP5=Zep3a$sjtt*Eg=Wzi7zby&FwbnqTfU zZ+PQ!fA4*(G^B)ygFM2LhlJ??s}wM^0T~BwWegk~MgeB5N{PnMnTyXjB4?2s8)R1N zYfKLxK3QJ~Xq~uUDCw`6p7A3GYjxO0k&-VmiaIqb;;?aH()Oa*=Q<|u^eCRW!anKAe)2`-Jqxo-bN`;3* zaYRbsj9yq3^MHh1bhS)^Qdu-M-qI%Aw*S)tkVaw1so;X76IR*q_-!9t9MAnHWE@X0 z3-E(fB_{>~pp+Z^eaeeBRL*`S?fT7spD(_Ovq>1GMeyFj@&4U(IQZz)gTPp|+HKPT zGjAqmc8o~fl63SU@pEM!(---|=VVeA*}t^ZKYVm~Xcny%u1V>qK;X}3g3FW4VeLCmMT81`mQ^@}EzyS;#!P6J-%&!0bslqrLN5g>by%2q}Bo6Z*% z4>o;7;gtjm!GBIC8v+K!S&&N|4;eTDD;2ShgtT*bpX{;q%KiVt3l|r+!Or|Q)vFnE zx7CZ`TxYEy(@W)wHX(3L5$wt-sIl;i~Rz}=?k#TeFYO) zWE|h^LamgHjCfYvG9UP0D5* zz_`K!6Il+X_k%#Uy`z`*SD#`=llbLAxUIPHs{2FJ73jJQ0r?vSBYeY;T$+sk=v>_^ zCM)L$&<%XgodLuoucV|@-i3s?LK%Dv8cwz#twon=(DoX^!#Bm2EadJ`eys|;5Sx>g zaI)dlc3K#~?h9fMmrP${|9~JVP=aRL#-0P%(HOSCwVm>CMqh!)sDkd)sf)GzADsKn zmcBsNN63XRA~LV-sdQWhT-_WS3XTW>i0mEJK}z_K2^&ykAm(LraN4w+6ctY=LEp9w zTEFU%wk#mOn3$QlSQGF}_$v9h{w;(`yvJ;0cD%Dx13`?!1`8BE_kgYqT~sDd z#2cRrSnEpeVYZpEURC|o8$huA%zCN@D@OjETDD2UwnrV5v$O!rQ&DMvsy09=Grg|t z2D>Yh$c3-W4<7Z%;=6?!ern`?Q`7Q}Hh8p4OM2upY%XPU-y0@d-~Um=_w~IQV0@~& z=+r;3;D5c(ke5i#gcA5!^cfkS2#H@>aT;@QFKFbf{wU9}v{_nRzIexNfnWG~r2N*& zwUUy`Mpk5o4}+o&?3=*I^xD~OLt=G-ez~)=D@b7kevjPe`QVOT`ndOW`MNl+8(bZg zFLvlYs;R?{51iqEF9B-<$kZW|hyyO)la^L|O3GeDZmNnWY}FhC4gWk&GR=D)(By5%=ms(k8GIs_5>5^MGG9%6`NJ-7#zBM z$JVe37qRPJK$(C2hQmvZKi=XPs6N}&Tch>U75i^pdS8j=T)UPZr{_bZ#-1$IbP{e4 zScxtO)UCr&0y57?2nL%j5dFnEFiY;-4p7`Y+$kE_Zhu!Z1%DV8kNvtH zk(XAQ{|YC2yFY#C28=ZSJe(VSBFHGYY-kK^OJWkSgoMO@dRU$6W0*RGd|vW#cz+tN z)tQ{tb)n$zsij4NNR=VJC2{jX=6L1h7jW2_gIi3W>?1N?yvwSySSbocSYwlEGlJ-f z>wih|{gi;MN2KY`{GXS3u@H9t3uR9e)RIV35lFWJKK>Sk>_s>dL9I;(GR!8ZgxZ7; zCkJwETm%xq^!5hXR%r7=4gG@p>C+*IVD|DV(PGh@9E@@{!7~oV!731I{>!B{q)9NwQ=6*p(^~Q6vGLYE7D@Mc{zi+h}YKgDRMDav1lFv2Lwg~)it~HX{<=~h@-Re8U z_6SNemb0@n5ND!=~O9rwQj4y+hCEY6WD(BIipfG|dX)6fGszzfIjo>v0)np(z zVge9PacsiRt|jFA69PO9#72QibOv<^laerK%^<0unnf4vj-bEcfY1@qUaJIba)D;n z@<|7|^Z+G9q^{>Y1P4M@X;%@@q-^WYUEpgR%$IUkhKB-t$-E#!XYUXZK3Pex0j;b) zOGmfaBP0Y1oI5XI>|tKQ2KmsSOP;i$LT{kFJZc-zk%)kZQUF#sB`nq3Oz@JP?Wfg`3`U3g{_Q6BXh*u$?>xK24+!vWgZ-Oh&v zPF8j{HcPGd?Mz@Owz7XxJRS=ySlAx5fk0IYIM0YBK&sv^^ZR#){h{Z8!)RseLXJf$ z{9w1W?985u0>pk)e>$~Qgj2R`{oFcwGs6j}pe#w$D z(Hy|kt=kE(r>jg%ERt-opuXfREpvdxSUO`)>`a34TuT1~@hdgoQihsels`+gC+?&9 zLsRA@QzX&(euql~i(Nk9%jke{O5aQ}r{=?CuWf$Y%xEmf`vUCGGDCOnR+G2A-Bzqw zwk@-scrTq!O-1!4=%4*(Hhp>hr>sQc;*voE%9^}Y`Yf#ZGI$=esd$A{r?i`FM{28y%D8tQ2pE<7 zJ=K6(rH9!boOVcn5H_WV;>(w`Fh`KdP>bSl<4}lYnFC!l7kPR2i;Cgc zl!Y-&HE~HNeR3cnYURQIvWJe|on(xkA07}DZG*2f^-$bYdyYhPf(4=W`o4vvoo7?ob0p${KMJ=1KQg3?SAn8lzctm+> zJHJ?68GG2r8}o?_HO=P4MsYJ=pLW`*2_?#~gR0utC?y=jka8zfT3Ru=HS4=H_$boU zdrE=Z0nfi;5;taXi~p1@Bf#q92pH4056lMscGJm7)AV+(VWee0N;v)?Ve8eYv=dnt zopfKardp**x7u8+ovNm+_KEs1!;kt4j|&c8JfL4)w7mX0WMv9eXD=8Ml5K!@AJnZb#+0KG-NJ<|I^mN zoEKK+kWn&!^UfM~j|$VG1-HD;gpQz1$OMW;NXt(x0|JKME-sq%wmAFoKXxmCU;v1& zci9sc-d1=#rEHU%on6V)8^#QHUTdzdzsGfP^?D!rJHN9d$8XJY zir$?`V_dcs7ajm1afgOaHHpR|IUE7m!1zezxnb`>uh0{?F5!8I zQ;@eO6O_I>OOK!GTtz~SF(^lB`KsH@KLRI$j((1HRbVSuQC5tSpb3b?Z3MkGw3&U1 zrk28{OAOp|FE-fNq$7j+Uvay=sjak znY4(BiQ53)0-RU*2>(|A=YvD+7UX}D`W|-~#_>Cv6;N;}C@3HaYLG@k4JywonWYiY zvUF#F;$MI!7v*vcFNzchT(&^=fA5YJa;(Casr2gAx~VgElGlzLaL`6kMPLHra^Eq5 zELtz=;c0MZy#(e;Y{@19Z$e;{U>OyQHH9A^2^E5HSiApPSsUru{&bm2I3zvu9&N6# zdrFrrz|_YnVq^>i4uFMOgmI)O?VKCn!;rYP<*!i=Feh_e$Bm4RZi3Iz1OJ-mS$Mo6 z18B6yS{N?T>P?=V!46>us41BtF{WVuf=LWQ2{zXgFoORZ#75b~zzp?2*u1v^_^=x& zdN!A4;0kUL9`G|STAJ1gWMMo7Pwb|4O$x*gSi7(dmKH{)(xskq3fR>eS;zE zzzk@$%=fRX&Be;e%BJuga&YZCliMi8VzAH1w2xgdJBpU38MWGp@)P{@#;fMlVRcuBCnX7(WD)z1UB)V6L6UY|d2cR}{q2tcTu2 z{}`1Rav0h8Hl$_t#zGL`Z(3>Gm``tISzyLruX@}x~GGlo`+O4_;$vX zea-u)UGm2rRDE{#l8oDDXf84%SJGjUf;igYtb-y(i^T}&*@Tm} zTsV~9?M&#N5D+|IeYmg$J2KAbdl`}vrU}8vf76Bb(t|l2< z%uq<|R z%HXoEw&W>`?3E11JERC|Rv?7uF~5u~B7ok==i->)n+1x|N8r zUy+yhD!rH-y&zm{KIHqnYwrW+Td!F$;NW&c9xL_2ux-dH1I{~0SAmU2HZXhOA3!My zJ4L~9_z&o^QuFgsX_O(b?AK%1&nY<4Hv zYX^}s&GFVB-*KIB!~wU?@UZ4uZm#Oc5U2d6REeVBeWpTfK9f>h-1l-z4IB6vmSCxOi zyn@kvs$sp))bLhrZtlyi=~`s=4jnp-@4}12JL?z11tD!4M}TWpX$c68CXiK*xL_yU z7Qzx4R#T@$%%LGhKvsDMwN>fD03QbgOxOI8avX=B<-qqsuj3utScIGdxip~liQohl z8e6omZFvG9p8i4Q_S2$2EnIF@p)vxopFkOhEZ6lv^8?-j*rEtcp5tZfZ8&~q!Tbdt zS0wioK#QO!?*$wM#KUa(P_f`|10Ett)zS~KeIW@OVB>PG_JST8n&cfYxcu*rO@WRU z`PqybuMPjupXjF`AsMyt-gqDjKPnNFK#$`wHGO;Mjq&l2%WmycFtX@ok% z>~zy@#8&|a)e+}YXwCmc>V*>a_*GZx&tFA2x~S0tHpRcb*_TWpSj^ex)~FBnRiS$S zLEcK@$r$@x=o|%T=5OFee;Sk<{V1OSC3*PAdurLAu0D@gC_ZLan-~p>kPp_NqiGxM zq$mvH*}{`GDY6auM%k0oJUag2P%e53L>N@HNpQ2oe!h$Tp5Y;zE71k@HO&BG2$@TP zAXVsGA0Fs+nQ$SoFVkMTPr*pT3Ik3k`=DnCr1TPl0XkBZkJh+5GEz5Ka03CcTUoqO zQ8atlDY08#Qwe*&v~&`NFNlB~mQ=9LYFcu5!A%Ma*iX+t5!}B&V5tjqFiQ)I6x1gN zD!{swjwkS>)D%YHM+Y0le2Lzoxm%vVlbuI9x{9p-t;;w(oCF%h8^Pk5PJ0V&Tq@#s z=xvEaHbQ@~x05Z&Q#ak^Qol{BNxn(jxpAr9c+|AQIIyvSPqDN0u3WU)$fE&Equz9Q}6)oi+pN5mV zHM71bD*Bu_&U|s9jOQ)kQ}NYpN|u#j&DZNQv7y_4XmH|3fu0h$Xwonm zg)#*R130R`JSDChhhv|(qzvE0+SK0r`iE#i%3#8n0?{sUCBUe1h$m^?9qk2yiC2vKXqp+JZdT8 z6^9?R7v<$`5ToxEOR>emaM`1EAu)+-vih{PtgNhUIc*o2lK>OkoN$ynx&zw&dMf9M zUS6flXaK_$L)wHA3fAdBLCono^FvBdw+b)Wr%zi%xk;j&AIUPF?P%dJ8n0vhYGU5T z(NG~GQ}nI=6#82SD+F?mm!%|=Eu_EgHJX*b+?3w?gO2tOUic#S-Me?$FFt(wL;Mnf#Jlr|?%b@X2U^KI~Bs~H#oCLM(R-LRT}+1*9^>^qe~>PArRMuEzo zMJKiSp9{abNnbwN`Q22qzZF;@AIwX$)@|da{3Xa$iv*6UjXaiX=P1G@{;d3VDHc|m z96J_zDJjY3wwHt{Mctv?qRI2~#u0Be8=Isg*kU0n<)`iPA^YC$Q&;gxsI_fnFJfK( z0xrlDj4_kYIwNYA1K)&%gk!)&A*d*UanJ{<<_^I`Fg$q3v9Lnqc+Lw(fAEBzi+Y+< zP&{+Kyc|jNPFDQbQD^s-ZUYS?m!-^KOEpglZ=&;gf7$pjbE)A(@=(F>aE^2Nkfx24 zj*9L>nroeP1d)kv=}&pI8R8-Qa&m?;QdU+Aov@~0Ier-=mdn$gJzrrev3#z*0)IIs zz;%o4N+NvEULsNoH8p%-5`6#80A%+W+O7LyKn(Le8Av|rajn}ewY)@%N8pSnIy9!$ z)+QnVZDjldv6NAtKfiA@N&&?-s7?$dVp@#n^2?`BI`g8yX$G4k6KLh(O)KuTfnE(6 z-oW1{{9Bj6YFn&Y{~@@JGIU=e0tX#GR9ML~)p~3c-g~OZ-&|Z=aA`qa;LGAMsCQ%w zvd|&LYy^-*3c=aPnE}}tYRMrlV30itM8&D(7^2A zLMf=^e?vSFXF~Vwdt7fp7hYq)4w6vdT9m{ddKfNrJda{LgF|`|dgV;(KzqL5z*ajU zyy$HPDY6@2d%p?J@Y_2;ddX89s@F&Wlce^x$xy-9qJnGXjy4Wh@f~u&Ombpn zZC7heE&6)-nDnD*`eR{f)ZEODO~!|@2OTRf^GW9CgYF3sD&h8C_q*~mENpSVz3|wIYjzNNn=BrRLIeBudk20vJep#gbQ5Vtl3q9`$hrQ&L9_r9s};VQ^KnV zDU@aF@G0+h?8s%$Vf1{~E%amX@mo|U-o(Osee)Wyl71Pm`-!ETQq-;$Ka-S-$2>aM z^WH})U#NmrnTU|iUtj$R#1w!wHD)p?4iKp(v zo)=FLj;V#6U8b-2)pzLVSsIWn_}hBACKxso?}>?NuRsRihE`dq;Tk};Ik2cHzVg4R z|1m9>ce#P)^!yvTex3ood{4AJpCWX9Gs;K5blTDe=Eke;4n2E$v=V(jiYoXsINA(^ zoxc0GZ&Pq*1&U=u?)t{S9qS2ZT+XY`3Y+{UpNs{$(N#q{GfYdIb#al7Rhqjrp<66TG5V>wFf4D&JHb(jub!P3UA& zjh;I{zK?R@_7N?&biOSo$55RbJTl`M;olL>@36;ozPnp}CrIyr7VX>&%Te&SBf<^^ zOq3naz@8sYM+=P5i!nrlnRJwP%Nay+&wUJ*=jW!!#sI~I zWcvVXiybOg>g|2c3&i2>d$MrtkK=bLhpLq)FBEe`ADw)m+1ZtWwVyxaL(N-|Yilo^ zEuaJ@#RXC1`__}6I#T?uTiV&R*_I!ANZa#~eapy10)^hecs*uk=gHZt{`#!EtcK;? z*O1!dBk<>m{-w!qIsL+c+i0yh4yY<*{=-l{c=+&Tg?v-qF9|hn(hVhI=chc9;wf5h z%*=1L28rqGkzHEZneUaM;+C+S%m~KR3#g$Sgoo{cs0M-&-Th9Kr|Wqo>_@;T-*tlm z;`ENUinu?&e@n3{j_&J2vMfNW5i{scN5_T-C2j5EwUY|KZ>{V;~$y3ux}hlF%kZ^`;jP4lm-0(kX?k+qZ%?= zjSK&6R&VX(+j*~-@S`MEO^_OTs`{`bg!A%z%eUSkH(!!}#GwNxUyr+&?>!l~EZDXL2@gp1HiORP|Wg4_=k8 zG=BX2n99w;%pXh_e=W6?Xxi(Rp%nVseOs}+lrr#roWH*Vn-W;WM9IEI@T$YZtsvw= zlHC9U<(Ui!k+DKfojroRn|&6a>_28&dMAb*gku}OtjfDg1i@jk-KCG0%pr%~4dz8$ z?0_yQtxzgTj{ipMAfn!SxbI)B0%(_Fo@~1al`ISxY`w=Aiu}HFKu88VQc7cuq~-|#T7SXJH2i*1yzCy(de)2a$!ctw`=$;~hPV~6#qzOsZD0SrVL85skq zpS*VxJ(~iDFEUn#DI}-#-N&&f+qHisX?YV1$w|FT_Z~7u z-U!=mUUKLk9hJ3xK|QU)sH>yPPl&xxo@HN7CT^!_wpz5`+`{t+khgi7uW(*;ZXG&a z_WCx3lV6LkY!Z8LQ(R2UPc^YKs*3QUu)Tr2n0U_Vf%{6fg=UU#umvZz&%gS!e+Oeo ze?eTL1V1&j9C0w7C^9~F&@q+A9z`{iG_zMMSwiY=naT2@P$0k zp4eP>2qVp9+Nq}*)%5ACJ8-ee$%Q2dEiQ(ddTGp-p6KVr#S(+V2G|4u`zqqzt;9^3 z+U79=V&ah}V)a_R`NX#})a0OAfY}nH#vheT*iP3VUFV)`%xjpuKe8Ik+WfZ-<4(8< zA?q$FIxSewLLybAe6$Xd2nTE*Vn~!nP7_Ip0Nq5_J|Zj(h5f*;RHrwN)Z*go7#Y;9 ztD14eBhz~5>Y~|hgVHFt3wb$rMrrHCS#w({JNR18pVX52{{BBL0NsXrnB5fj2QU}1 zs0Onb)FcRdu31{{rw%o9**DNxy?Xf1&DCM0kNV6<6qKxaGe7;HxhJ?!5FnA7Qj`NB zRst}onGrUJLG9G)6`YvZh5b|a7Xh-Gmp)k<;=krN9zOp8S&s*Ca}`vP)}?6}?^d{1 zRNIM~wTGIu>w~Vi+IQV`DVuQ(8bKJ{^}m>*)_b*v%2M#lfkO*?!I!TXQ?7%m z>npHn9l9TnI4yq?c@97kg!+a+-C}%?a;X3i2_ha2*Ud=^yjwjtGt@dB7SuRQSC;PX z?vDL@aed}wxV*ffH8rgAhQ&X^^Ffr_vD3Yk9-28C%%54be}O&X zG9zNf`FcHo<=kOVS+AC=%@Dl}OB@c1J}P+I>)3_g!&p58QBZ1?7AkZWUU z4V-s11f>dLW#r`KET=~V;bfLi7^0CJL-=)uwKWX^){U$9&Zk(LZ}tsngaUWkBSI9? zf_ev9p#YYZQ~LghFbyD`AQ_PtJ&W|Au|V_Fc!!T?FZJu~FO{i5$^5AvB&p`H)gW(9 z1R_WWk1{TtIb+&44(JqL{A6gz`E?B|5L@ald6+@&QlH@^R>@0$%#uoU+_N`d2e%I$O?pLxv z+Y6hUae3W1JQc2&lx@D8tXRi0;o>ST^3YQ1T5_kk%Sd_QlN{kuok;9As!9tF>|)^ETV;RE zNY`>Lf8^7N6w|o8>m2BM6Cz0g z-!U*e{C>zPMqo?|I@}*^%Uw^!M0F)q7yWKhtWYO`<7gVvU4NT7Cf9F!)WXpNlF};2 zlH{X01$!_kR;}C$NMmxj|95Mq{xUDAyK1M%6?02}{sb(i|6#^@bW3!Qrxy%v-$Gys zEiunU4JmG`BQp&@PzoGvQxnTP4DLkZw`VwC7B_Q)J7ZHxeQx-2zh5Af3`70@BjbUH`h@=l|w7?g?i`hvB;RUhB+L(7aHyiBkF-sLGhp ztN&%XfB$0H(lXPbTLo3O#9GKpcasMnKM^-cxeFRM&!H)qy?6iM;2`H%E3_ZAGeM6N z&Vk$O`CCX4_`m*_gT-K~6F0OLH83Zn#t{oTEJ-82NKiw%4^kc=RI)I(h&7+Q{te9@ z2qP~dBu#aTWR?ifKT{~3e1nPPRtO@^C;GK9%$j+72p-AM(0A~X7}8r1br?9RorhpC z2!|rLgJr7QS{O4^;xYcL@GMBg!Ve%~! z%9#t$=W7J}+tsE{3%t-LjVAyQ48aB7T>}hF*|U}un0|r7S|w^Zy9>3yVr%p8+(7Od zC!7O}ft>=XbV%2u%Hx%lPJ7P3#JxA7cQrc~@4MondYrk)(dLjdwQH;QI=&>x&VPm| zTL-Dtf0z9QWzo5Ye<<99e*y(W75g!>d-oJLG+ddF9dsCJX%EOBYsMvTVJn3 zSj*X2=QlS~zSJb3{RYJNce{C&DzW#N#9t?43vb#M%<`wCUMdMae)bqqP~NPL>;cmk z!nZ~t7(Zx)D}fvO{jY}2lZCwf<=(-;|6dIST_?UEA68IQ6nyyUy4KC-XkFcPcUsDz z#Rrp}Ew7|H;msHKAV98{?D=(X_9;=Znjgf6Q3`A&JZ632zqSze)nxrlqUxRV-hN;E z_L&#U-Mi{@lE#K#YSbTMfFcLcf$;H>?0crs=}Fo3>|C@D;wA-gW)ymoe5@0#uS_}c z`LFq3?UXJRA;slLEDOV=FJ;HE_o=rdg3PXi{DBN`8v70oki?LjOv=pEvkW)ZqlMG4 zkr4?xTG}{tXMS>MA3kKW;yRbfQz)LSw{Ynn z95ja_zvtRoi`9CTZ|&AH`X#LDf>or2v*i6%~! zuCG;6D$RS}v4;lOci|yCyY_*r0V^_61Z5zn1L8H%01AkG?}N_oj_sIxe;w*GTYgnp zYDQPcQM#|hFS$=u>H+hXl=Ma=6oT==b94E7#pcva7y>gjUc7MEo(XP8baJ@#HSQSZ z&+gzOelxW1rg+D3=)V>EELG`E?Ykqq8c(850#xJ3>VpPG(afUeL*0(-f1OXoncp1M zzK)=@%&o3|kT}-c^(;jfB7*~EWMBn7@(=+I`F?mHjMKv1krZU4WT5%L`ar!5T;JMq zu2P-rg>!6NEYp+6S+FHdmChkz}6A3hrrdB>eSQ5=64RUjVplSi z&~<$>nArlghbU2+%G8=@^Vd@w4-Y}0CYC|mvjCdpjH;@ms+oLHq62r~2s_p3o;3sv zcz;PBu@Ejkg!~%s8-o(jcL}n%D1Qgj`T?5iQ(|xGKy+Dk-C`So`UR2iHju=<_93t) zB074l>GThxgiiS6mkDTMj;l~4o84uO~O`#!GMJ#C<0JjnjzGQFiQ`ek->2bg00VR48iPkIK|cI4!A$;qRViJ zE~)xn5Fkz^6aFg@0@ya}@WD=)iBVx>$Cm;ZL{n+79Wo=vI#E`c;*odRpQC9B=SjO) z2PO^GcgL%}1rr>V}Epnlg7rz?cVc@w_c6MeXagf9fZ{;~2 z_4pv)I4Y}4K#m2-(p)y(q^q{)nuyAja=w>Fs@0-KPAWN-BuOiY>7~iVY?z?w1U0>fH5TZG;*0iIz0!do12pV&&PdB_{KXLuI`|}C)EOUN+ zQ7r5o2awCBrmH4yYs*Gi6RgHBJ-&ab3m7sPpDo=Zku(_E;bqKX($LcCM3ff0Jj43< z4Lwp8qvFqUvVLYxiAwjyltK5rMRw;h4YwE(K-4>(zeZ;xrpLKa8pbwOV5Br3$&$&* z&;1x5A7K4AlBcR#V}Bm!Ts50uH|A0e1DRryaQ4OuvnXP$DnP!Z<`Xh=z-8j561-UZ z1dPU9DM>t*_<|)5rSVF%mGn~|WRC<)ZT+9}W9?$Ad}ap5^MQ0Rs(kMEt;F68LiaQ@ z<@Q>*(_1a{Lts7MZDA{|xB4ejHV;T4yMA09#%v>|MqU38nrh;gc6hY!yT=OfKd$u^9h%F@}`wWv|+UU6MQulTQfH(&}EFr=R^Eid&94ZZ1$?`;HN{>jVl5rEypI=IP9pj+W30EO2} z5AHvfN_)Ol)p4{twASD{^80t+1r`|xab!UI>nzq0-RS%&j~fUY@DL%6!no`gI}h00 zw90$d@aeYh(D!V6SRX%Lf=FtFBH-_Gw3s<4C;-Iw1F6iH5$;!PiE(NF7jl3g=MXr+ z-&&oqbA;~(ig*D@UWFofL_sW=1=L=?RHDX3bTC7T2|zo}eG<7jIVcTtH@Sn$kd=%0 zG+6A20)_?cF%p1Uf?947hArr}1ua=9lxu+q7&3pO;6yxPW@DtM_bwE?`TMkGqZ;kd z47A|FK*u6JaK}`5ojXEt(I`a`JN$xBTLGPBwZQ8tsH(PD>YqDfDI3%=vCjp!ypbw zE|?`a!S?|IJtu=8%zUZrk-c!ks}F`(OGE&b$3ybA^X*gCZYhowWd;yglW-W_K@5NJ zZzgsU^FjX+G+g-%ymUNwgq2ASvgr9zuQ&VC4++_$Aw~svW$Du}+F~$lKkJaEyODd3nJ*lm zs2;5!7r=yurYPVX^szso83lTG$m%$e)!Nu&D&vK*_}Xq-VwG1xfvNWQehF z)OT~9O{y^oY*Ld)tUseoDlB@&El8460|pnnJlkj+6&M)R3v;-ZsIww=2Lo@O83FhJ z)25o9Uf<1s_j>x&oR*JeQ2gB+PcF8uR)>5U=;`k|Jts7gjqX}>J^*Ra;_>~V zY(TH7rnr>78T?lY=$1L4>I*SzLwJ-wY>I2|o%$$v~vB^G#Y0CX40_9m~_##&G% z4JRjF{+I$au6X9y>yPLiG>isijHBK9&&M|`q>SX`gn~Bp`0{gOveoeY-{auf(S3MC zyaJE>x^umWEMy9Q)oTg^h7EWkG!*}w+`J0AdC@}uSI8^7$_)3tn?YI)+>QbMm#byC1qvhvcw6i zo&7XGz1dU{piw0t>>vjqH}KpL!RPkGSidiWCl~z*-v+5};Ewm#4JK0>;ZjnoqGV<^ zHU@eDKxrUr6JCJww`(esB`?|sWx~;l$JcpDy+p-|uS9t^ED`bt-6td9Pv$N%B?Od4 zJae5H3zP>CCnP!D>JK9{H5#(Z2_JUSPibWaOe z6)z6@9p-QM-|^YZ_CUDmPw+5#@GBuo%>egx*r~GA&mH45apSyL)-IB9q<@(30ral$ z+UG<)qH#bc5psQk5c9Hcat2{jgtZ#QkiJ~1kl24#{7t*q3}gobsR9K2-+Nxb_ZX0I z2w+I;zf0b)YQmQi8X1`jC(j%u84+k_KCt}BW&)T3W}wrsVjXx~VOTqz%JN2Ve_sxF zL4R}kL{(Y&N@ERtC$*p>L42Ak_+b0^`vv&KrHfSXV*&Sy_z#EwLuSGQ5isaxe5Q`4e8 BtR;bD(09;$y4#2RrVvLCp^Osox_km-FuTwkY0ZC@Hj(5_LmW z9jt*XKoXe186ME?XxrjVxZBk7(MG5!H0+sN$;c^>E{0r8zg0-&IjvQ=B+bI%Ih)5d zplA2fao)M`x^R)4XN4da{KL#z`n(vz6bAOU=Z|?o#%o@eDs`_vM(cUZlxcfhYJg;M z=dSbUU+04t4HR1OB+=dNfXah3^ZuQC*pxX}!!)o~$;K(*53}Rxc%Yr0oVfZxz3eGd z3dd{Y`SZbdY~hDQD1Ok<2LbI&j~@#zpNOWHB{E(jTB<>SG}|BdiXjd*X*LfEFHtH` z?7^*@dTduu+njbKINfmFk+`zK2DH{Qge-hzznk(A{g}$<^)Dt(T)|-ncTq;2on7-X z@j4A?JqpHDOiVsQY->zh+MLKID<0CW2+E(EX6Z5Saz2n;AM|o2#r%h7r0>LiYxOpp zS`7NhPGjTaAs<7^{X>EGLA|D{3U<2B1@oQN)nG`a%>ttX+``bt0Ae%9%y)EhkAH5n7tZ0R)dyO{@ejx9wd%suLf<`k<=vW36-Yxr~w%ui^{V>FLwuhnLHimpF>YsLBl7SsDs-_?g*F6k7au zHMeh%lA{8vYm7F^j3=6PLPDb$9tnoIRfeLeZ5*m=y$Ge@M$)2dYyHpVt8V!c3$I2! zAuQOU?5w%JEOO2(wXQfH5$w#*cij%joY~gnd7Cp>RbSN7v=W6YL9#a)d&?C*_{s7? zoCdfZDQR*@)OXNt)e|MdS^$O1OX}vzUE1V>O-KFxQrWzV$6*2O2HGVzF`)2PL7GSkV%jJyrgFQI z$=Fz$XA_N?85_==^OKquZ}qKOz<%(@ttwL4HXq@oBCn&6@TGmKTE2!g6{H0U3Mw#F zfIDQm$?0D4?KM(^l!S(`iYeOj;C8o2S>v$#=>L9qX0pCic(OhOtt*NE`NNHeu$ibZ zQYMCjLWbaepocq$g1&B6wkKOvdWp{dY8z~szaJfZrba^u`*e;31GJ0j0se>ctQ@*6 zd_aPCia+FglufmN(9gbncmaO&+Sc9SBDyt zbpL4d`RiM+i(+1p3hcXS7$in z)Y_%gxu&=Tj4E_OLcyu2){=`HfD+Jv?zz<;6}ndK&GmgncAHNrscufC_^fq@Kr(ef zIHa0WTl?88-K(tz^n!_f{c5^TAVf6e5)_Ewlh+9T7*pHvKld10vR_rJk^Im-Mz`K`P`gA^^4cwW#zOr@JqEi=dcRo;+Es%AEhlVNUp>uu17)` z*!TtzuH6sLtRe`dQ3L}ChjUY18#0JxJpST1{MH_|77ObqX#0v0i*G{5u=;v-iF4$Y zT{F5Cf1*+M>v26sV>-%kHXK#D)A&p5E%VXm%Dw<*!pjHj8Gvb1nQ*)>ZcM$bbZXxFfrc9TEhds4xNzV=@kjOOaJ%}!s-Waj;j-X2W8Q=S#rN!6oCvmTxoMRFadXJ}k6FYL~ z01{Sv9Dj9jdmYp`Yb_f=ETL@u1k4e#?)ubKdL;;?bqON9q;fSlP4|pO4-V_#s`VVt ztf;_u3eNWQV+oPZWeHiwdawM$pfcg*xQ<>6OIr9mZv$J!1SP`hA7~*HXy;LzgH#l`-b zT}YD@(1EGe2XpNAe`eyL=t;^!Uvd1ini}54JrPgVo7?J@yff;tE`c6M<8nRO+CZ-@Ep|G@+MvyR1g!5w-(tpss4F7-w9DJfLtHXZ%(nU?9 z4j_q?{dcyA^8yG5-~oLn|11j#2zb?7Jph$aYU))&p3TRY82-OBKIJG!plec^s_iff zrpr*0*Jpr33Q;O&unGB^j(cjW`xg&w*Lldoa(g{Z&^YR(ViOVv@xxlN`-%R+@StzdjGO zsr3h9_Sjo8Ug09ac-Sb_FsEp1K+Bbeih>kPCG7KP*W1*jKS~R;&&lx(e;c=>0H`2A zh$EXAPn}5B@Bbw}=KYUynahEQ2;2R}aA0?oTTb*u=c~g(YX^}eFDhMGUnC_FN61=( z-_mv_D7Tq%#Hb^>#}}Mpujc)_&Z+RVWX%}|sI{H`UcPH;2pth<&uv{21}qUrUG|YV z-t&CC@>R5T5lU_LSADNWI2(0WJC;>w9&tCl6y7awl9ZACr&}fXpN{X0Oa?dl%gSJ> z-_(C*9mr#& zWgi{=4hZDHNEkh00dfYKFxruk5dbSnXNI9(dKJQlq}8PfO;Kp^7&bBWSNAKMO46#C zL+Ls?Uw^eT${PG}zd9LV2Umz=P)OUMb*w<-j`E0_ zL&kytRAghjWt-f6&m6LR4V@bn(oODiy-LnxtOg{p?^uHKy=H#Gqr59}l?YvVvEBxx`v#GEA~d|L>8^p(%;-T6~MFLF^o z)o#b2ID_~hV8*r~5+U@MoSdXwg)~Ok?&1K7Nv&QRB2X1>MVN*Xz$dK#v2K%|ZZJ6R zt~0cUvwnr!AO0tzW|MI0{ufr;|F^M;MkJ$U;c|yC(z!3ZLG02$V}fD9#!$goQW!L6 zut~q#zcvO)Y#pyxMCMhXcuY|;sd0bbH)$Do0$58*m=Y8pUT+b6<(!vg&^f}Nzblc^ z%q-cKIp-zEW)h<357oqwC)CaR@9D)Ad7oZStMlU!F0{DyU_4@|;up92egr z;wAv=FdVK2J3s_cx^GnQSBD58|bg=*T?zIm6GjgGMZ*^TqfKLbJeUfbzq( zMpIX9*u-Gk%&1U}Y5h5K;hvlNxiF!nGvV8+s>$*4rb6`anP*8us>!lHVdbJnx~3gV z#7l=#c?O2R6{S-^D1r|2W-NRAjo2j#lx6B%`C3&@BX;M4;^HlJQS$*}FxfiyMm&PX z4FHU`w=1KaM-w2jVQ-(YrM~$s7}63*H#CMp5eR|1@ZDKEz8niosnLA`Ro9xfAbXz? zi3Ujb%xeGgnvRi?8 z4*sGSo=~4^oXW-+C`xq?hur9F&-nS{)%`k(T7QW)o06*hJlwh9kbe(kiuBnSRFek4 zu7C)J7p6P`(8h9Emh#-Ug`PZ$20t{jZaPRggz<5oG}Cw}T8}D+Bv>X|9lY4wX<5Wx z^}=)Pk(&m0L9G{j|1rtqR;nODo zRNA1W$NP8Si<+6AK=%A%kv1lR^*n^|uZrXnKM)}rXD8uGUHk1#fja7M* zA70e=7-XCKEH@XIUTe00lLvlvpn0DU2O4K9px>Q_>X}TnkknLih{Tx&tX|YEB!pgh zxAu-2bd(LPX%*@z*>^gghj`~IIl4Pw4{6G5YyE|HWU`AziUyWjEy zQl)QTokzH@BS?8SKa6jI+j=Ef>

$iMnZ^hYuqW$~diQM<<>J6MwxWw`F^fvFK|F zZv4;%hlXcktLCdfduNx#D^Q zT8+T;0g4xLrb7`N>}^An0=DJ6ULy5~Cm< zZ7XhMb%XeKiuVvqo{D{MvX&ooIJ))D%y1n60_aNhX6sW)1eKVF6c05`^Pvy1eBX5b@>s9Dt52BPb8d%mSb?)*K{e~8*;+3fwWukRAwyx5kZ z<$DvGaXxX~wq^#hVw!~K8!-Kvtsoo7wx&TR-p@$}g2&|UgYIGT;h%<%6Sl>sEvLji zNPq%z2u6#{v5jG?Y7NE5p>}kPq*gAG?Fh>+;)5tH19vf81;JqHRdN(XP&9t_GtBL^ z!L(eGc^}D(gyicLW#aW)e|?iTFvAM}4+$kH0&swlKO=sUZ23*u{uNTe>K!j%w7g?q zY(tL4l64jrCloNPsjR9`#(Q@aBel8;b1W$guGMdeU^dLj%Y9wl^+9<2dX{diKz@)^ zMX8Aj{O~{uawaLmy99cyUp01Af+bNO+K`vNYC})5=gGgthWRFiO?$)(gU~!eU30^n zkHiTh8Zy9_A4#>BDx~p;>FL-Wp-32kOD2Ls=o36XqEz=0S}l-T4_dY$1U(=jh=0;b zN2ij(5@185vuXTyDiDCh&4g9B8s6(qqGvw(^-_EIR~2fV>_Vxh?;wa2qa_{8R2Sjr zku=`4&%zHXADs!a8sgj3h~+HOs;YkX?Q3b&oJ09aULJn224}6W@9$Y#aI^p*6@^W7 z>H5^Dav~`e`2}GO4qr zao4RaSLeftDhF1xKnMvsOqk@zh221M7VNm|eY&47b{)F3*pBGsg>1pWK^4*7^MF-f zw_tr6Uk%=KCbP9fC0^R!4#9#$g3rRG?I58L6%i9XYW+=Z(>|lPpe-dy;;Xh4CNj2q z$6x!3;w)r(Toy4`Z>)IFv#Nbuh2CikLPxa|ygm`~)~)Xj?O4k%nmir=Sj6~9;8SF} zt?c@3=LZYjm_>58N9J$&RD}AJd*G z>yrbfDNZe(KOZfDtA-?sBrLA`KKWY&wicd)<5P$8^YNWut-y%nM7g5F4k#k2E<_&H z|D6qZ4rqLz66ph6qSVdbplqrimKiy4#77@MI|D3sG=WVb=#XqYVnO%l(Q>NKnmxY< z+NO8tHVjqY&jpwE-S*ss!RUxl(L&I9#P+dCDSpa=XKuGz&*s!O1AN?fFG^3L<)cJ< zhIP-dsOmp_e4<#$w4wC9azK27u*kX)#@f|SFWId6o7z{_6EBE0uSYB2-j&uQ@>AmG@}!bLFtzChN@Gf8F4Kik&Wd^N-B^>L=zc-4A= zHQXImNk6L6|8x&$wnP3r^gZL<4=ey87sBv?`pB3fLkq@6vSbvE$$EP7h=!(oCKF*F zNlxw?^10yt;(kKX_L0Nhx~U>J_inLPMMz>y?JT&RfiZwY5f6!z#KgqYNO>tH2Qymq zb$HuI091Hl*qjPURZ$|ICte%Z&mhMD1iLs;J~!-z z35MZ<5&W(eX~=8))a=h*^f<~XOy){gxC#7ahdiQEZ9 zTC617n?JAKLB&XtqwtZ*R9mcGN!P~2Xsl3tkjm4{uG1t2GKq@Pd4ZZ>xxX|toD%ov zFX)Md-8kUuW-q&5#gf$fuQ>?SF*!wngP4OjqKf~wz>;evJ1(_Swpr*@q|W;&HO4<` z4-(`~V+{H6;dUYzF>5O~jl=sGGX>?|+KTVKuJ(Lvud1nel-R%TR@|yPzNN1p>K{^f z{G!jWg`#ENcM#b_PVSx!g{^V0Z#c^GLmpBA(h_o$yf0>0I|1H!ZSUpoyy6cSU8IhQ z?}@B5FF#$5Mo&!0CO}~zQC>GQBu2@(^p5{TC7G)x?#M+N85ASgtt}DBw)6<{-6=vB z@J&JsDu)Y|tE&HHLrbdjUt%c!t0(Dxg0C8-rYhiIOEXr%B0LG4MWu>|}u4=JRT&Cxb0=C)b$Wvem4 z`wSuBwls!NTNr)>qhRcQONW3%#l4F{*cR@AZ`cTY0LqYFgn&2Uk2_hy{&V1^6z00c zQ|7F^z+9%J!`5m|->+)v3#&*7khW)ffTF0xNgSc?G@->b`PHn7H)v&@nD#zB`{Z~A z+hfV6Rw&O{ODwb=V^2(J>gy{jT0I6;>blAdz@i&dWmJM`U%r3m1I1*x{)Ai~lSI_W z@JtdUP<#=(UGqHyM?&}?Bk>ZA5eF|ysFHIyM`Y<@Fl0oNJyo$%3+;cXAP(;vCP=GI zAT%98G$I_3f?L6UlukwxMt>UJ5z^Jz+}Z$XDtY9KTzZI*{p(8f$!_6yx!ymzl^GSK ze!b*mCC*M=gs3BlbD082-HS-F?5DP~A$z~JK-taVc0slvYg@TlcFh25lwq(TbJwU$Mlpv zdPwxT%G0xu{`Z8(GQX*gYY5$hC4#s|L!9gyfY?6~S@@f%B zRefeURH0CO*)>Cx$r2|RT}E12A#~lz5#riFA0*62_B+{QldOhDr$AnDP{NJ_^e2n< zC}rI;w+L+-CH5yF5FP#~=U79H!w9b1y?sX5Jo`wOj-26-VOSe&OgwxIUBOdCZA4KE zA6YEJ6{R-{qE1= z&bBWRc5sr2Cm*N~x6~;ik)|(!1%x<>f@f1G;hhJ$SgXhmZFKCoE<4tN z^KlpZ^dEG62&N_4T)O0bg8iszy?YaXr2)mGS}zjjNVddxWCbqQiL%*vfs!LlHi@;q zOW$9$c}>CZyc1)5mpGA_#jYPHa}ci}#EAL ztvLqs7}CQm)&(C7VwVZ{Gh*UCCI+|fm=C{4>L{K0k&|kDP;EGXWiU8srX}?sJLu2t z_Kds~>7R*;>AW$GNlTcRi&ljo21<~*L}Ixf1>rR{>o85!>i-kn!o44i=vVM{+hhiC zRwe&1i}OOcotO7lX-BT`ITzS=3nl2;UeY1G0!clr%K$*y*@I5=5Oki0 zAp1l4PN-F#(IwfmGRx`TD zFYe*W_jI5>YGaIw5lk**Hg&fkkJ+0`$=hGgh7?VnI}vQX3u+UHK76|rJM)J>q%$i{OwDQs!e6|*W$XBTv#9UI+uJG8`T-yD=! zUi-ceF%*ZU0CJj9xwf|?$Rl_kL3tMr?IFi!YzwESJxYxZhcu=|UnuJ~SG>Mc>UVei za_Yxe595(H2qn4$8u~Kd>$l*1r9|{Ge|#hdX?6LfrBPtBCcPE&Jf)!2abbl#hrDR> z9QEB--_7b~YWpf8F@ELI6OK8s(KVv`dD7I;i7!Yxo`38>N5{oyW3EC$qY1c^hoYlz zzuP2V;lVz3IpBW#ja4{Sp2=2Ya?Sn6=qG3Ms=>(t0f5=xIdRXi5n*jjEuUUO*uQN4 zgdcL|9*xyoAq(peDLeTNb0tQ?12w*^nBr1{fm@MF%#Zdcl>*qS9V-|=d+GuR4hMU7 zvkH71xt@=XMmjsAItWT_WB+Uuv*XFZX??HQ`kk@o=b*Hf7GNUL^BZ(ITF?zUo^(u( z6|`~UxliVD_5jP(@crYK==Um0&c{{|@n~L25;>@1>?jPVim6#74S4OKxJOY@@iR<1 zYo!@PhJ%HdJKyvj@I3q z_V&=%pG`DKYG1TpaIEvd-*RmbVb}oB*%N=4QS6;y+OM6HFMMTF;d8dPk_7+meTXB# z8Vt@oRV@hjVW zH=piC^+Yp!T1va=hsm^uWD;Gu?aq+)_Ww*OZaW8FPn6 zZPrGnZjcpG19PV#tLP|QL#AxZ5|*is7fbeMo}J7^TrS3Ji}K%whVFilh@ub*8e64( z%9vPOR+qeXvv&`EMAqHCu8{G_L5f^8h$>m5CypyUEqIm z8a^hp?}5FvZ6Nh>MphE#Gnb9vsrR)uNUfF3&GVkfpo6as#`4zW>bIV;Yj?m*06~A) z=|kNOms20D%Z;}3ml(x3LsP;k+_Gre_9_bL@^btng0%#iiCm;S3BYz|cC@~T5P?np z{@H~^<7zwaH?{SnRNBGWWh6dP%ApLUUR6uLYL}tP@_Ld`6M>^zb(E&feP%^%{DMoViner$&tH4DtUFR2>opGlbj{1~q9PQ33CT=cAnWPqbS-#O z%FTYuD=N}LKS63dA9m;pNUwg7RP;zBwzPEDg78 zfP)ld%cB{>Z;FZzU`A;eS}>86M5glELjrqHd=%@2izCU!SnKX7F!}5M{zaYtT02}k zJO?KtCzWTD0cdI3}D?epXp!@n?`EbP6~+?~1@6Uy{0 zx{1Bazj)KXpRQlgB9{JikqQ%4RY@Q6nqEMYo7m;_5Tvg$gcGp?z+HOYMsT0KVVle6 zcB@9d#sHt}>FGWFuN$T}Js&&LY8e$KH$r!}vlKt!M=Vk|5^C9%z}~@DI5DKcFbx9W?tPve|}b#19@kz?bLD zP(XeaB9R3WfqPV59OmD;z~Y`{`6S@XItTfByJFh9*57~al+)@OS4384jc@j(n&-QY zrmn_7q4m0zZs1K-U85I?E zq5U_P4LK_-dws=a8Zf!4zot3H!h%>;`<*Nqn6idG#wIJgDj_SW+s&xqJ2@PqcV0xDn#L}g(zflm5@4bNaUeoa35t<0u2YPk z9jdCTYjBUY8F3sv&wf#&jfvX6znNLf4=w?KBOo{)y4AFctMfOXVOsy!g#1cN3vsbQ z?w4u`g!1vqE{W+(GXmoMZLJb zANuJ&jbrj{$BKG7-H__$-UV9WV>aHfsjc9Eo8rD}QLzh)coWjVQ3V14aNq$zk(#Ox zo>0#&H2+rWgoFg=nVooS_N@A%|C;^;4b4e+_{2L`rsPJK@9&(1G> zwn}Os{Sgcid;8s6Bm!21(6LU7ADa5zK|X!xw2*)&0QZeHNOs^oMT7_#uCGB+wn=xN zZV>S=IzP4!>RhHi%NB`;OY@=6Gtysypw%|`%@0xEY`*srgnUM%L5&>H0~ORmrYz1=W`3L)-MRMr&#hsH zE-&AB)Pn!_bm$3-j(z(B9jGEC7O^4}JMUHHhh%eT?45=0KG?6CPpUhw7VfEL1Ude| zy}QG>CbaIP-nOP{>`^TNhi;BjYBvw*&%{66r$JlC5g23 zgqt78Uy}H>E%@7i*Tin!l~cg(2Ld`HV7W#!JKyI|SPlKYoG(=H(9-gZtz#rOWF$Cd zB=BTptU(eHb2=avO~+}OpO4ECd*OAbJ8>{tHd{o&TVWyGw{!RO5Rv2npV*|NUXy5% zE`ZHXl6<~{tgmC7u0luC%5>x7 zG8`S-S*Q==7wq_;XUQ%K{#L&!BSuP?gGZ{>shlnfc zrx@vQDIogIg-@2L#vq*xR5$}uZ=)vEwE0p|vOg}yG2m6{S{z=;mx=~WE_X$@9Ynb< znd|J`K1&V&6%>9XbX3tWC^r%&X2)G!DI0h!GDkIDGnf#vddSc`yX+N6ejTS$8nS*l8Dy<=$@ii-Bn^hVVqw#0Bxu-SdpISRjoU* z>U?FoPh{xD+3>Wa^Rt(*-xu?ppuK&qZyrvY&MRwcPG1{RSc9WtaP7g-V!b7rOD+2uf$i%b)_yQ1t{pWML zKBsld#PUF%utjdMpt;r;0r#d*>E3KNy9 zh$R45(yNbJVSp@;PI8E;$v{<6GQiE>-}d%A;mJ6YIzDE#^UUekvp!_(Q9_umVb+l-9{C2dT2~Z_6dY9}7V(f4Q|Z#_7@No@qxrI1 zzbv@=k*xi+$t_OHn8IqaH&o83UAJLGq>H98$1%nwC509hDW?b~{H_2 zl_!%r3sNk?F#cOFo(<=B>0?)GOIl`nG8q^3qR+K_W_W@>*V04Ac5D+?YXWhv4Z<;V za(dw8kTo$eQJw)2hF`BKsq@;#`C9s#(EPc|c6ESkJ4Ct20n1NE@gfB2;zEd6`%H+} z5~p0@Hg1Iz_-yJuJ~HCyD*N+vE&nYJ`-qr~x*CsO)@GeA+dirgr5(L(w~Amr&O+5LZ5Aho z!zf*8>eB>f%^QD2xCs?ibQY82fl6GWfd_ir^Z;ao*TI9$XY(flWUi!<6`sqo=DTyM zlcCa%%_Gt`rLU~#YCrY@0sBQXO{;iPgU69hDhQK?o4YdKFgGu6ba?p3&f%I2E*!#fn3Z z2W0$x39)Qg&kC=-I_SSQC*X0unpk&zGGh|^EG%mejFk4U{3j zPR3%zfy6*SrcjOH1cB|iR8)|`fiQo(eMe#D0iZQ9o|dZTZ{hFcUU#p5aYj_>4kOcK zd@sh(d`SkSg>75=89(LM#9es%zgyF16`h5L>+Y4-Kp>s9%9;KW3&HF%p zIjGqaeTVD~(g!XB2GqL>85r<d%N;VKMUir?iBqM7AWtfH6Ev>8Xv{?M(`$ke3GuR z;+Yj_jOfPsm*0UuboI70Z{=^wo=;T}C{FeC^q?lkWC{*z1(km!cfueGT+sP5c&rd! zVA$*+xeot(07}q0*D$lk=(A3H()%p`g^gBP7ve6>&xk+E029s}=Ywca27$cWV>m4x z4uWtH##O6o{RQ6h419vj6uM|MgCGAqI7**_-MkJcsalBf?d|ImEE!^@p#c+`-16Zz zQv3dDl+=j1==kGto4LOD2<0O^tjvP2P5TOy89s0nA)MpAMj2yk*-O5@9UT~KMo`8J z3N72(eOZ{#pd>k65bx>Jr-|d^&mqHKswzQyTZr8Z{LzEIy)YR z;L&~gsu4Z*k=vPRzog`9d+&8n6tUmXYW{H#-oK_(14O&ZP`tD!%<8|OWxJ9s_3rzb zRoX%0)*Z+4H$#-$t_@%N=sN@u1zON#x3Rf-p*&y4bRVpki9bRmB=FZI(P*T_=m3FW z4nq!W%m0dUmTMW0YyRq<&k)}1AHBxGrYe_-MXair)Z|w9pOSQ&@B*FzDn#jQ<F)uI??aOkZGsVqzkns|&W9KS#kfqzv76xW3u> z2iy}hY;!ZSMq-BN4*7gQm3eKgCzy14^K`ONSiAHlBuEeIXUR`O!YW6I_W&feGc17x z{86%HV~_*YgUIguhclEpW(f{olgpDGa-X;Cn#WI50T0S5dJfNY)O_QqUR%?tEB9J9 zh+5(hd{o{JjHh{3RnBT@DXaa7hL>nX)|M*4jK*WXTZ&D8~0@qIWUkC z>Ml$57K&}W_6D_MD<7+cWIX*IBW#Hu=_+))=b=uEmnHisq4iGK++f9Of1ObqildVg zBGN}EwIWLijDQAZYi?R~-Tq^%ZIeSy(mFasu%LmFk>lN<{$#11jFJo1Gf{Shzs;x0 zSSpM^4cHT-1?k;=KA;C;jE%Wp4AVT0CeJNq`BJ<@pu7J&y^ah~({gJ`e^L6Xp%#e7 zTKKX?Hmg?tu6%<71Onyc@~6P2+Xq@XNJ(pUR;C$5l2K=3XJ3OY@>+S`P)`r`mwFTx z%qUNLbU$24v=NnSNSh{K!FgNr{}6x@GvYM@7f z?QF$cnh^vcPuw0?7P8UJh%O2>ZSA0+=5Yk}QD&y5!+Afb$a@GMt4j;8kk_YGMRB5w;%)s8%V)7{{3TEfCQKYiPGi^ zD-De(JMGVid=i}7D3a!sVXMe|UOtuR(|O0jXEf4=|CJ!m?YKhZz-dPn1TO7Ev@urE zVFh@~N*fRQK0o&47gb+CtWHrdkFEWBQzEV^FTcQIczz!!`=wYVHi5S$cM#*;1ktUm zy0J%gKha6SX z$WNuEY#@7s-7bRaDci|S+iF%tMJ)W_!QlZD%uO*BT-uNwQTv8!vzBv(_}MSDy$lU- zhHvlT*}7e=t(55^EjCY4nai|)sB%7;su|5o@3_f`>kOs& z9*#k&M?4KG8cxVLj{L;XoYmdo9m7)+0oni zneCwlB{?Ou(nI!!RIOdMTs~ry zA4K=n%0?jiQb{r^(%~V-UjhZ^GSbzbMJD`9L`L@meiYVjFjOY-zMV4WA+@x!TIyMBhwxDN%H8YgIyzr`6WX?(secfu-A|vW-v&paecc>H zhkj$F4}6!Lf^Iz{p`w9rUVJxytn>G$hqCkgtfg1cWh2CqZ56B6H;lpeoucDGySQx5RtPL4zXIo@;9PXnzpG^YWU#n?Jwo-#n zWf8~sOaxTswcCYHIs{@sjzGRL?Q*dp{3QnOeFEohp;O3l4*1VCPrk`o^b(h(bM0*mE_Hi z`pNKmQ^%{iH0tNfcf7KvOHoQ43C3nN-v4cuitryeDLhk_#tQs3_N(JCjct~-0bTBA z&YKmyqwnQ!R2g;j9qz*54Q5MlV(OJVgz_#}h{Ccm(s}UazGYfptP-s3iixZF`8ww> z+UzXQ8s3>bi zPEP!jhJ*=U^3G8b%0m&&%P*;@kfgi@hd|i>MouUIK>c}+=m3DMgHGF;?kYs94#14Q zF;liQ0sN{*I)0*{Q%7KIzE|D8P#EQ)lAaFbD{e1HUf+slC2yRGcnJO$;+pFO(2`OB^%&q2ielJhUabip=S#ZlS=x?e|N zW?-v7GX_{`>`gT*P!oTDzC>&+rOjV@HS-o+8=$wt6b^*Z%>PZKH)hD*kZD};;S2F| zKK9Qg6ZbI#d&pS?k^$>Z!Y^m%-Nb6qC4=$l<<#JE-ai^zU> zopOtdmpTVq9QMueNxf0)>V^Tqex#NNW+JLYVNwJ!opxv_I(9!<$zPTwXO~sP-jl64z&kR@~|j!Q0pwn}VHRr(voat|c- zKZ$iiD^kSgkod5K-hIfGpYMRgJo(~?elzFU-5*xEo#cpkydu_r8X6k%XBy4BM2LC6 z){Ydkq7_H<$Hw}5(51%0ZQ5HGjEj%2_`T#$_gO)j_=qU3|a5Gz!kZ#<{)Z3L9qbMl%l+NiCcXEoCB+Qp4HZ!OA|Ip{c~5pQ&4W~_WZH`hjW%ZTd%$#?AV zUYlx)X+QqeFEY$aD0>oCf5-*hB|dQ5q+7A?L4wLIq_(zI&Vc>Vif;L0h!6n1upbW@ zj`Ux=5n&7HRm!&_prDw+AO%iFuOPK^Wow-pbg-}5&RXu%;7D}iq0EvU|NPlvc)l!a zY-%z%J@ox4vA(>I&-I*3bXcHmtEnmJ2$vxer>(UkwdGQdy8(pVHX4FfvjN zo^>U7W!f@zi(EimP*Dn^Fii`35Q1t7+`TcjeLIsP#_-h)hd!%Jm%GskUEl!~0$6)b zk9@Lp_`f6mIpfw`6}KimP^<$o1C1{t})yNl$ob8iH2 z9i+15%$0zt989dVZ}I(urzf!fXJQ2`Elw)S5Y7!?VBdmSFBQZefG9up2|$l{Fecu_KF@jsu!f&s9ERulEHe&=3bgWMS&Vb(@_o4cvWAMGh>k`j9Km;6#1 zlI2fxSCl29XD`F8r=OhUs)RP2K6uZb5CPK)*m^$KAMPOu3}4eaqVV;*D=01Tp~8|{ zHQm+4#Q`SFwo05YLH3Y944mwzFJHbS93oaDaDW}DuEOUQ@P%>&Wwvi)MZkKJXHs~Z z+7{Hvew;QuUDauJZri5ef2ZH*uV8@n^WoVZ=n+#IT#UF#Ei7D=mF<{=%dQN4^*Oqu z>3=42(RaSpZAj3a6MyEw^*2)|_{HIpW>uic&tAIqgOTmou#GHTkrLc*Is!qBJ$!5l z%1`W7?&MimXf7_2Jo4b#vbNUYu)nXZX7WQRo+GCy*1k=J&r`#$EBiMXGo|!G(uemH z0>G;f2KXr_n1Gwm*x)yCpb2_%|JX|u`q|_DhRc{8f_B7XvBc+q1*ldnh^ql3b>O;X zbKn+&ZO-usng>wk@^nQ0;rr%r<1(oLS6)0fs+d4LyFlC}sip?s1zGPxT)X^l&*l_Y z$4w@Y!mb3or1G@}DDV}J$#JVi4hc+S2?^4YhgNDCp85lZ4qKqid3onxh?>U?DGh@6 zq;)AWy5(lQm$vD)1|b3>B^i^ZRdD!Bd)Z4q-4|fAjHaeXU$&q;lM)8~28&u4l%x^3 z@eGu)uy~NSdBpS%Z}BEr;y7jo9rrJ21j9zCBS)CnlB#_4r{1o-ozPooq_}7;bJ%RBj!% zS+`BjN$sRE;grpZ24XcefE~S7?YYYu$&1uO=C;991Mx)z$2!egyXy$c2H&QBS5D7s zjlNKw1+jMf^2sI|7nlt|jp+bb^l547A2&X6;UodJ7CN=nK;)S9We%2rB8nvZe)GF= z4SrM*<$VKr?yp*V+U>?YK4_xSemu6P7FVPWDa)n9Z?JlWMMMHHyeiZvrn47sjf&DEp0BcPw1N}AF5w}H;--tmHET=U@4zR}SICQ;<@CHXC zu$zQ;h2e`gD8d?HriG&Z41-7lb0@$8d?mukB7VAG3pY=7c3veYJi5Uf!CV*KY8U zy}vj!{O&eXkbnGIkCON8h8;2FCi9L1nLhJ=(vFx~(!JE%(UVbMe?f>Oao5tl{1F!WwTBKTX`w(Q}8 zabM%X*h}Q8Cx_Z3pTra7yfM~RX=Z8)^z*~(`2OK=@$n=+`0OjDA5m5U4yg~f2*Bfy zpfEn~g$2cO#}!5B`nrc$Ummw8kjaKWAxTSaO`(_U;wQ;FIITTyr4G$x3MJu8zO6w; zEy{T(rAuB%f)sz7=ezh>l@1{pX*0+u0%A?K;&Fq$;u1uigho znpcw@5c~*67$BX9?qi0R;Mpeu`}^A$7t~#U0&*J1H#ien!C#0APAxv0Utd!nc|sQY zV->>h8F(&%{##Skj)i|n?uOj3Y>cTsl#3qbR*`=%8jzGjNE7mL_g%nq(vTh^%2 zfkz@aCRg6WD+B_UW$IyOS}vNq41dPf@X%Duy=F=wQ$0i>NTHBLyi72>d!|9FbU6oH zN_J<@wg+csz;RheQcLUJP2z_iWIL5U@$vp4iH%kJwdL}Bcu2Fxh6216fmUDRkVvKl zJ%Ts>D$MI2+!gSQN(W>xp|AYVyzk-Nvy!1K<9EOHTITQ?6EpJy2rLYNY=;!4ByT8F zIcfzYhg3BVE5#|~yY3V5iH{F+RiKvuk;%erfdbQfFI#qd(-pZ+F5`mphO(NPVlLid zW3e~{9JKU9cBav!4`k;7*v6gyY8GtWLEJ9jw5lwB21bRNkWLIN><}k1G2UJ3i0JtH z!MjC;Fjhw3iK-e>^AOv;?CimrQ3Ypb-ZR)F+=yf4so`1LJB227`H$(mOJQc-0w$US zUXWkD1YIyG=Ad#@pl8g6j9^)l9A<1%pJI7?#H;QPcRo+x%c`C#-81fJ%g8HQLiR=o z&TzM;yYOP_=F$dHWCxkHc&pw?V8=>(p`i*sJS&aM?_P@Ci&ayrtgc#c5<0UADhCKr zRSiUj8DLi3>{aJZRV)5E^P+5W{o<0pgle#7MT#6QH*?(AtH=S(Q`cl!feudHX z9-kEn5C_aHZu`FO%}xH&m)lnmbpSR#F`qucM$uCh;kQcBqNbJ)oWn3UPen9wew4mm z8nF9wRIi4WG1z%{2YTj4y=}23bwLe2o9Rw)%_AG;17)U7)4|wvitX@lT*QA8JZOw2 zk%&T&KLY<1rHDMemG}5<$X(2cwCN?DJZkO^6*H#Z?9QyOCv8&ffF+(p?}Y%kqYzjE z1NSnBq|d?IfaY7A_$yu3u0Ic@BHZ3gwkweDIU5G`e|@d+W9x5vMRssqJ#FYi0iTj3 z>FlAESCSh1!!15!lKbeS{8r~9E2}RIMl{%R>auUZqzP6p*;PcgFNKQ@@OtWf{#vAu zZvCnMbQzM)_1@5gKf|0iUECYhZJH8%Zj=cF#Hqi=6}_~uvNDF1oZLYs>2S(5LG{E2P(RvQkzMWE3td_$;ymqhr|cRtfMNKZR{dP8a&K@2PM8KfKKc+ zBCBCIt0v^I3yD+^FxchXf<+<|Saks}8M#102~2x!2wODbA^R{~Gmq`#AeO<|Z`LLj zXYfqMpm(xLbMaxqQV-}n8~<2G;>1GFvS*H0Lctl?1oUL~e$E4e?2(tvM+3tNF$w zwOkN28lIp3PJ#xu?gd;nHT!)%Usn$g{Nuxs-uQqfp{Z8778q&7Wib3FDm5}#O@W$T zl8erE6==lj@F z)e@BPBaqZ-sh8xj(>ZOeu2O|Hq-Y6Id@+bjh6Z4HIr0tsglm+Kf=_8A6I|MU!_Kul zW1KHW=>$Frr}YDtSuMF_`tb5)!bPHii~$nt^6cuk*F*PG;_k(WV0@6uC>tagHsv5m z(Bn*r*Y~+s(;>-3c%Kmag*%-*9Z4YX&^OSL_VPFH;H>dLjez0|hyv_`w!%I(+`NCy z{LlWUOne4f_1hBY1D2|%n){~R9rH>`K-HL@|9~y0U~U`8!FT7lrE~=Q^)mUwUpuw} zkySi^$J!xo?fLWFJgoa5v@$begwzIz)fyfdc>+7jtgHu{)>Ddr-stM;GDUG1Mtq8V zDe1>cQJ@$i8-}l(5#&O7*_DNaM?0YW$B8FzVDE2D)$D;|Gx2ywp~`wo$_$x6XO{UmSH8+)|SJ!b$q{RTT%T za7gdQ_^_7l)6-h2%-0XE_K%a^{VZkFL4Tt{b{}uhAN#d2q0P9@K00cz4;6<0<4Fmc z_THqYlfO7`rSOK(tC|ixRR%A`JiNY^w>Yfzi$tSJB!!FhCbCm!3-wnfSRhR zGPpkL6$aC{Cf>(#`tJ>T4zJHVXux{5YJ5Y=mKeAVzoUgp(f+5glyrQ?4IX?2qmz3V zkTN#oi95f#`gKaL)3pcY2d$MWfBuwv9J~e#hHL_C81J$`aR2Q+?@v&`s@-s$rKtRSrN5i>DKR=t z$;N|J*XA~>?hMbLhfjF>&vhb*KCFtl->#W?)6o?Cp0;I4{U!d*K%5`ER!mDa%~;-Y za+|zw`UB^-ua*TM)e1tUC20IAOm`!`n9A<}vmjPX)7E-})=l?v>Gz-gCaD3kLT_-Z zodQpg^d{DKP0subqq4=layky!ifSexiUYUNef`;ZESkP#P*Wx9JV1Z+zx40wBc`pr z6FMe|TjF4;N`tR5u#sg>7*OZ=E|0mbre2DVG(DQq@50X%`%X)>c;y{w50&rnvQoO5JZfIcgc6oqa5A$^T^3 zhpM42FU*{0vcfv{=Wl2ol29>jXKqb*5VDdCyy*y8-&y3khlD*KCet8(%5@@z5)HjI zL?qGS87as7AA!=vSu@4@_>R#VKvEj_4yQgE(*sCoFOahQd&Lo?2mb}?7%oY{^f0q` zwB^zuxZkH|s%a};KypTI+qh-KS9R`>a4%j^VPmh|r0IJQ!RQh(;20~e58Wh0C(FxE z!TgFOlVTX_h!yRMfN32NoZQBpcxzrj@Ae_NtHXx2W(f>3Os`ixeY40=CZ4S-OH>xz z$xKk3KJq&0P`8U-c7658M7Y7+j4?IsoDk$L^@7Ahugee-rh1m)QR*W==!Qn7ThF#H z{KIiEQgn4c-nu8jLkdZ=m#x)Wiu>s17WwqtB}^_(>f#p$$?)^uC9(#MK$G)<7|-5DGDV)`%@L~{kSnpKiF%|EAAV10A_+biHcG4-|#27FYA($KC4ucd)~~N?ERCa+xoKOg*xB8YX$USV{uZr zRFh8~9Igdcgh5^hSZo}5nX!H1AASDvg}+qLk2Qy-+nZT+^b!Ye(V|)TlE_)jZ`m8e z!k(3lX~H*|xJ$QyI+O%n()T2xn+MVy_iiFt>ssLbADk((atG;ZWKq2F+*dOKPp8jO zku5^5uPl9@zyNN!3Qj{!bp+d1xi_s^6qyYCwu`6^PHg&$iP(~r-S>pea46{X|a z17<$9C-G9jDv+d#N|X~NoWMCLbORVsx(zO6U}Pk^)pXQNu;^u6Gj+Dr;_mK_Pj0UW z$VH$8jR>VuTGLU!dL_H>Xa~6}NX0xg%}KaLTAW@o&m6y8hx9kk!7ttN zK}2){?^U6gi#T`mgjPVO3_PV@x?34@Z`0Wzu z?4ZAAhjuMuN)gU0I$pBTiRYFAkm@D7ayvHXIP85Ir_@M0y|Kdk+k23JS$ z-~;F##(i}40=2$;_~7hCEhZ{(wj&!t2F+(P+g#fRE&nuCIA4TBXh`cMrJ#Nta^c=N z?T;664cM@MeewJ^^*ezA55@rk0)l?+MIl0Ld(f*4kB$-zUv5_P)gT$F{0ETjc83cC(!2F zHdQhq3L3-6+qqOpLS6|%m(DcN&C^ZUIP-do&V|#tTPuw z&WmdkDhakQE=2REZ|E4DdUc$o@0b)f``qzp((_|^Ct&HpzTm?bZ|gh%76U*^kd1V_d6h=r$fvuy zx6=YDKR{CyP>I1v)09!QO6aRyFRv}(A0F*qkZel5Uhll#(w$DFQfavOeXN`I_ zq~qmGNyoN)NOafmEneDmIQQQgOeyr7AIDdvf#|dblo`{Cl-Le$5Y(Iirg3kW54r#! zICO619z!lTREb|^_rU`a9Z<^1|9PjRz@c#=*HT<$JU2hRO81$z(TB|e7eAF7S)4H+ zq9r*zhGTAE}sw zc>KSbWeusb+)#IU|DLm9Ueqb6U)_h2{%i0Uv3uT$mY(kt4q$8axloStfi(NG7aAJM zeVG6Zq8D7u5UsEdU{=A{C?+zJ!@$U_W~%OZG2~1k^=J7O(hKo}KU}4&v*E}oMvr57 zz6VNuUhaG5<53ie!QmGbIhiz8$v3LWN;`c0bDe2KXC$JdiJ?&p3JHOT>@IarZsPOKryuVZ0(W2%;e+)q}Ky^vB>FamRG6KjX>)vk;)|o(bs1; z^{Uoh_%h_WlxAG?i?+L!*;EEhY*N-5HuE5>O$nh8s)X|Zoxuks|TyU+2AqVhX zD9_Z7|EqgAo%GY*qH`7}$eF&F1|OD{2`AkFZCh6Ab^|^De&CffJ#!i7NYHT(f*KcD4tUaO{kIW;%r+RRjR-Ia(zaKVd%L@uuu}`zN|Yi!T=&M$qpxLUN~1ExLUnuN z-Xwp|wP-idmy}$RbMdsS-6E@j6^)3_C-TVT(+Y>h9N5SslrS2~Tb~vm&<+?@Oe}8# zq_YK}H$+{{=IB0PY$1_N58*y=J%x3Qo%Xp)DHB)Xg&v;JwKa1EsS#xoTT8OZF&79j zYxZa(nuaD0!FcBT@WP}dLA-P0#tr;iG|g}91VSPF6hs!}f)4M%8XuAouY3>x3O5En z@SZN-{|wQ*`Lca)V?KQer%ymtNb z4H--ttjJli~|yhsPp{w3O@o}N0#etEb=N6AOvZ7L6sGIaCDCsmnX z;jF2t{ajDI9n77uHV57sN(K(*DA_`$>o>@8bK5NIK&~d>ZFg`y{e_9dBZ7h!K;WIr zxm^eGq;o!JTaWh0gkk=He$)=0I?~@oFKZY?M96)8eeET%{HQTqFDgD@hdD)v*4eht zz2+jgTP`mb5)t*u^Fw*CDmpG@&-4v;NZe%7(a~w`x(`lr(|kwE<8~{3DJMG}RESH# z1GU~00|@2lgImKGUPz7UXZO>_OMn$+^?MOKd59Uluh+hklecF^GB+yumddsF1y{Ph zj_SFC<$r$3j@_c{nR*uY5AIb^>VY5ixdjNv!0-h~FNg%~0KK^^cq;I+hGEABgM4A| zivk&xihqZPUtG6m!P+c1vBGqSh6C@-&9bs&QSYShekk3F$;&;76@(E!nEnMUGxY(H zACp@_(@X-^AJ$4LJ|%Soj_JfiM4UkX!Ckfd=nI_b{>J!rs(B9V#Y#v@0`risG7H}d zFg-I<=T?SIT!XP)@shbR;TH49yHwfKV#(OnSpI>yW(z-`VdCJl zO-yJdQ^UpmPGR4F_zJP3k7w661!p7h2?boH6LiB^I5LF`QvQ!%K8Rvppjtu?UE8bNoe^>nosl1# zVrXV2tzyp!IiA$0lNe|N%mN7zG$SuXODpXBou4yk=%0VavlbvB~|4pF^A-df;mjgzaqYmg{#~SGyVQ9;+}vVHJG|Beum3}_qWzl z=uT)(PENwG2K>I(+Qw@j3D$ACj3vM$vHcEdk1^K{=ts(HG6^kaU#yY}2J4tv`Y)CR zop1c`<+Pg@N54(^kW>xt-IPSZ=q@yg4(4-u$sgr5tAtdG*#zniavXE)nLe60DPM$_ zyDFXHlFR%`;AA2Uww$^Gg@SyVC{p`xSxfU9|$nuXINnN? zg8)U`133xQUEXfU$H2UOyJPBQ4-E_QfC;CnXx@MIyusz2 zWhGruV74jLY|F;#nwpN$(W;5{Ibh3S>EAw#i;9X0Xxre?(VlCr6%cNKn0>?T4%>~4 z#6vz0l*(4w|K76~$;rvN1Kp+d5u!0oCY&ZFD|t*|)co6oq_X#Ucs}N&>URRLYd)A6 zkWem^0Z@im}i|ffXU2_f?zdWzb8ROV{9(&%rjk;WS z;-)!e$Hs-YZdqAbJz2u`8`#|3+R7WT5On8?7D$ORvSojdL;3^`xu~DU%PYU5bo9bo z(x@0>^4hB{*48TXU#U8=h>2xpW!8c&0%l+BFm(UCKTqzC$=$^ExuR$);&ocPkK67H zAK`VQP2b?kojZ3#pwr`x2&m$HS!2`0_}4WvD+_XyDksQyz#q#P2%_G}LGk~d{N+bl z?%D4>-Lah*3ydn0ZW0ow(1?jeHx7~4AFX~nwxET1ogWhmD{t`Li~s%yzWZ-{2tero z!U@NO{R8;;I6?4vwQ zhMxYnHW?Um>sn@g{rXjSRtnI8WFhBZKR*<>vj6`5GXM{K(=7iaFhwGV|F-<+Pv)Sx zoueZy9o@V1^mMTUa?n14rR{r2QLuE>@^p6}gmzBI^=~L7j#11|RcZHj#W2ds%Rk8) zod5e*F-I|Fb+W2p)!8#X^5^g4MU%SU zHgw%bb0IcTA#s9lK2&Y}a*PeHP`U{1CDcL*W&bg>1;5h++? z8X6C8p+g@D>jE7e9f6gVJcJH{+4S_l?t$9p-_a39dgW&{NS*?nPVahAZmzg3haJRX z>gejoC_Vd;nTu9TW?js+I;f#$_{x?AcNxd#R{C55O->%0USsEH*%+`^Oh-j3F_?zQnJhTNpGdQB%pSC@!XyHo4V*E)i_me$K{i%u$Vb@xw zJc_^Hy}Lr8cW6bCw4Gm*!Dk}K|1@jgk3LWV4w#K@Wm@h?C@?H|ZA||K5g|W3g{Hs3 z@uF}rrlqp-BP>(LLn%Q*tt$>-wJZ@NNFb1RIB4Xlk%^{5G!}^51(+Ptuy!koI-Ncs z&0&*56cqHG6qXxcw~4sU^g(1ftm3C^R9Q_#L&M4eOY-$ls+W(1Jr5s(UBp|h6Zm;y z{+9~l3X}Q)oeQE(08huNF*8fcXPTNMN@5p0utC$rYVCBgYcf`>`xCxsP((zD<0BXk z5epG$o=Fcl_HM(mS(Q46aC3kj@pijx&-Nk|7WkX?j%hFvB3abPf(vA;^E@Miu6GYS zzCJ;)N}g2dj)$nIsL08348$vtxVjz*J6x_i2_aN^we=Jn!zBl{H^sqG$l&WWSR-OK z?Mn{I&Nj)Kvjo5DWHH~_La&*6XI{TOV95|?JMbBPuJZHteRv~4txk`))DQO|dqAKx z*7x*YTKyz;4s`^XdrW_W+}Q+j>lUX*FYpX7Dal&lu~nbIy~n z7Io-2oPI8uX0VqXbs8Y++8Uu^Ff+D}M$qNfhA%hKv z1rtSiMvw!Z<$wR|aH&M)pFamtN@Yf6;YW3!BDeiP>7bw>3%fCFKon4foW%8%-@Np> zZX-v3?_T0LC6!XnY*SfvwbUyPJV@UYH=tg5Wfa+ETnTp))Wb{bf8KvHf8su4eqT0P zMqVy6GZRHYjVPytE_1B5oSi*YP?WV`d;HDMlN(G$g^|V%_6D|g!cysG#>O1rKV30b zj~I40%thef zq}d(K#MUfsa-xMD!mg50l>ThI_!jwK#5aF2BREkO&oq%!KWC=mx>KxN8$3NDt6TSJ zX)R}LU>Y31^#0Rx4-$f_@5!eu^?&fpsd=OJP{18mE>Za-*z zAt(&geBh2KsRi$hHO1SwPoI#?bL2@y_h0z30nFkaXx|Zj3%+za_yvX5)VOBN@e2z# zjJ+bn!&6>50AZ;cSXT7>L2HcCE;0qFnbkyj0BB%#*K*SI$e0}qpgy}p;4!Em6~d@Z zy;pj{flhy{Q0oW0Ajjh^m!r8D1~5}rRrem;ep;o?id;XK0}CrCvj#gs+96;!e+|(S zKrgR=O>(v4gG2#sH=nUVlEbVsy!Oc2^9i&?Zh+f@q;S?+*q2_`2uSTl*xZ9f?KvlJ zunT}6Tfku%6Vbv!WJ^BpyiOXBwdIh}Qn5Q)prL=}>gFZ@TMce0Z~uy2qU*W;CPF?W zaR2gP!j-Z?DdIL@HKJ^dPe1@?GY<my@*m$HM5lq*gzWp{^y`k*4 zsw<^6)3(bWHkw*pkH0+483nR&_29E@#OQWVaBH`F3ufp&zBas2O6 zUusb6vpnOEImGNWR+sXW(~@bV%DE(GUqEpz-qH&Pk+bML{y8* zR(tlo(-=KtO!7x1yPWl?ev7<3@*n|;G|?tOOCCsB?Cj}zQmkypaZU|u7~es&5JPu| zidY&JaIkiEo;=mhlv`0Ks75_edyr*o!d1=3_nDCJ-%>W(?D|yvR=~-}*w`R{?-VlM z?djLonxLxMFSSP{CTeAQO;%cX8LCD<`9CcHymzkNo|}_ZAr`}55}iW}#eDa43TozBzZ+uP{8sLR>2{>%qpdli?@PPno)5FaP-aq5kAE3C^ zyKeVE)2F1Vsaa725nzFd5Q6~2RoLud#Mj^OJpHP7W&v4>_2I=!AkQF#h9R1c_jLoj zoQ_b-knCu4^HtWZACR8W*BV5?{P3aGb296h`dA< z{xv7(d;PKs3MMc%F~x>8(1AHVH!N5vCJPMaZUOd)Z2N-%43CV@>T7p*zE=NjDDp_i z0POB0ReA$N5%K7d1YjgYE7N<3IuB3i;;4pxn>i1k`31|fmQ-eJhYcole?3L;P*y$cM?8hyPsn}yM=r}s{v zo}OTYQ7!Ll%2t4w7sT9s0rh!@U#YyZ5n#y$@TE zQ;TTTxvrBi_Sb|K0TIPhJs(O6A*Zi{gHcd*Rf&kuZrrf{H$Y>|buXGu1@dWuauM_p ziB-SkR?${Jf|0zunXCa#ML&sb3>+*Rkh18Y=S|jWs~K9%Kw0k z&2)ct5Lps|=n?*@%O)_JYJ@;{g;_mF`T?0w^VOv%gr1Ik7D6T&Fle8d55MaSOLX)P zABMsu-h-cJ?zt{_0wC8Mj!8a`Dd1#wx>-s}9e#JC+d|9Q2H?%7eIH-sGr&WC4k&1^ zix0GcTp*LzelgBJ2Cb|NJgRUG3J43smje{oU~MQnY_=F;b`UlmzVK{W<&lH}zv(Gx zLGi=x^JtozGnKHv?AH5j_c6}F>L7MmyYg$ha?o>{A6>Z;G~5|1Md=c(hLz>0{*=$M z&=d6{s`UKjv)VtZ%9Q5^U+~M1(_ntTfba4QX%CPiqW0#X)86|<6k6KStV-$I^@m%} zw6saD?jAH)gA1A5H^MTi&9Q2n)Nxx(03NJXDlzj z$^<-!J3r?(HhrI^`T$H(-Q3(Flak~bs;xP7ar_wdWa;?W($u$d^lql2cE-weQ=p#o zR)2V`-YoyGh*HhkEK-J@otW{PS~Ojv$&1%u(Gjx_8r_~G-VkWzNq>L)_RVUp`Jy=O z{xbAjCVk0*rW1omx;^wzOj1nJhsQ-^^$AfH}3y@|KF%BX9W~HyMe|oeX5fX9};J7DG zo{R|If0_M!2jLDu|HHp};dAnv7+S8m`9UJN?D8?5b&sahL~b(&c&bb-0s-sbFzZW3 z---_iXj2%Dv#ioi1>6|iwV~;1{C#l-UExdHe~ra1`PMCvp8E}IH0h&qSD5%%)PUiSs5se42NU$+Hi`26C(7A#;`lwb1Y|eLsoON}&ZckxO36g99 ztmJv%rZ-+D2z45&^_z8f@gLv6e+Un6UaJo-aCDrt;yH$8AFP`q!?(__JGp!wTFN4pflK|0-j4JTYpHw5dTw! ziEz>I1NC_ql-j7MsLfwx{`x*AHxw-Rviz+zM<$Z4FOiqkaFkkwq*gNVGBl-v3A15L zRF^U_F=5r5!J@XR3}D1CY1;1k+(1JsHQUyMA>qCMCt6%qZM~PKCgW7X4F(TCw)hv~ z$8@#U6vjpM9^$gPU7n2pvvXXEA-Xd75_7Y9Ox-lE zj>;GYN{A#L^RykpgPlA<$3F=Q7{9l+kQ@}Ca_b7F765TJ08<^)mT#uLNo}BFX*+_@ zIX^r79l!-kD?i|NIQl;VkoiVmdGyEh*OY@CXjGuap|8#fo*RQzyt8)R7 zkrPf^lSF`qa#92%CnGh=>Nxm{tWUOhdwCr%$0&i1!t*dfm)BKEuCwlepx93zyS4|% zoP@giT^J`0nl->?OG)&^xask0cxY4I|J;KpMNDk$?_FIGF)j(^4Ag{6VA%-kf867T zmQbA)l5EdCz?b;ouLks*3EXD5P)!-AspqxDdB9ZxptcI=GTHQ-t*TS#WJUIRxX~~$ z_#b#Lhq39@DlZ9KM?#%DC_O`=3NEg#1wGG0b|pGHWsr#thB}QE84mzGpl)`<=}LC~ zl?ie+;N=**C$bH%A2Mvg07XMheeLGWo3MKn&!)Th^(`tQ_MxJ2_de}d(PM8hHCGVK9&$&Q_X)pK+wiV(+M+rk6a=C0yeQpx7ErTbE zGh6)6-}12W3-dcSxY3J@qoRjBQPFvNJKw!wR?6WMxqAC;o9#Wij_%Iz*`X<2{bTWX*>E%Ju8l zy)I8yz;`EK>RL6-wvdMwi{#f1i=DZ*zUl<0BH&jf|5OVkT}pugj$?? zpiMin-5xjs3VAS1T3T43A(b}&$4hOqsTuv7%ZWDdK5zM6z-SwqSF$eBRWu0D~Z4w6j_Z1vZ z_wi^jUEe^iF$_f3Q`Kd#%`pA&!M*X(B{!j^}Aqy=6f*%nttEZoLkX?fj`F}7UztmFf28$v3FIl$@U12)ClH8$QFHQ?vx^%dg2U#kN{ z&AtnMyE6wCD>vX!&nOdl^k{9Sgx|#7vee~@g(2_nw$MF%zPlzQ2W_2Q^es#TF`SU2 z`jar0$S8wJ%23xk;w~Y6D{YF@9ddGccxx;s%CnER7?Fm>*}FsTXcf&7`hKU)UxS56 z!)-O&Sl73OjOx%4e-es^&qY8<8J?44ma>5a*&sYo6&s*!6hM&Vxz0&SN(#c_LD5e_ z>>CIT4ND*T>k1i+viM?`$F%H?|4_h`RNQ%>y!xw+goH%V+lmbk?+7`sx5lz)^u*QG z*8WSoIuC?~ex@?~w%B49FxZ!2yZ{nPSxF3KJ2>S-!C02FkddW5$hK^Pr$r!0zkP<63Qb0 z6kxMo$`_ys^&%1>D9?uTpmJ|^Y`Tx?kX_W}x~ifyXNlOI5= z10TpdsYaU8id|qN#y?-=)#ICymzt1opTFvgKIqL<`ZfLz=AgN+@F(O~EeMm*W+ zFeQe;^X>lq`$%`#;PUr#SWGw;4W9_Uk%FZ(D}Td-<&Qtgi-fqWP|8#vtm4Oun@3RY zJJ@|)UmwHg5Zon<(f3Kb(JQd^UMiJ=y^{GILH?g-aykoFoV z(r;;&`tpTMw|-<&tGxLv0q*lIj6kDIHDzTBaAKN(T-5bo1z7ic0MqcZ_=0zr8)zKb zu>PayYJjqJce5f<4;DZ7qH32g44VD?C0&5Z(p@Nk{)8#piRna0g&2@pc_T64EC7gP?#8k-qR=x}&>tGXQXB%NRHPx`G;Qc^-MH_dbH_UKyo zoZAwPkjp0Gab|j#Iy@}QWNWfYT$*RNmGm8t4Q+VGU(UY?G( z>;lg@H+1q6-ti58-Zvm!E1Ipm8VA^yj8Q2S@zAU4%eVyWCKd*UTG=K?IB}3x#nxjM zhL|%rr4py7rx_@yGETaTxh4UDUfLGp1BR-`<>l%?6{bOYnRe>-(kR0K4KznRl%W@nDeYoxk$J$YRov}F5oXsViG zf}TEEQBLCZ6uK}5MyUDVdO>M@AYL?- z`M{7g2S}s&crk^fjxA;oo;Q%vxq93neN zpFcT3U}~|e6D2UOu&TBKgbrbR6cj7QE6kMO&)CGZgQ7(z&lq40z(guce%`J44Wtbe zmt8P%FX$73UA&@>ml?{XP*~7!^q27aoV$qvUac)H?+Z>xu!!6;$ls(}@3a6K3#);8 zbhBmhu2osA2+00clM4tbiblre=Hew zjliIrUEFt-#QJn%w@3f$go@Hlje%w>qZKk@CY7#1=e5v_Q478Ea}o1}iRjO&taWvH z0)qZ2P4s2N?9rd%1AB(>Etj992nP=P8PD}l z%=!5%o3iaqV0(p8HHKM#D!s`0wT7&I#|5K@G;!+YbV2?eIQ>m~5vEsX2fMox1$7I0 zt#lc~xpjCNxSfv~ByFr^r&1j|`_A9eJT49;8I3E}^{_vYpJ&L!3$+iX0FD}R`p>_YSFz&Pw^L7^%7XAX3L7{^5 zA`$crNDB_?jG_tKK#)up_7%QBPFuScdlwf|;5B-a)MOB1@7?=5F#)=xz{Wu`&<=XZ z+yDmgI14j#p5y)r+{BlblfU1uj^xEmOwWhe|C@ijySv-dP0X$*4`W4=>dG_rrd9y7 zd%H_?>b?W^{z)|_EDYymwUveHzw^l;ws>%RoEw>VYy`d5fsOBS=N)+Rd%9Qp)B54* zN!oXZeee#++mDRZQ^7?G&_goaIYfDn9uewdXJ4Q04*2V_xCT9tCj5vGONt;dAvQG<4Za|BY zsq)SPcC0`nkHoYTq=7Lo162>(g8P&|Ou|_@3DZz|! zVXzdvF0D>&WUUc#A%PLiedr42XIpRIsW~B`q$l9s0?2a%=sUWKhvg z54Sv@S@Qtj0|bi3##tB%XXdv9&{2HqBby^%v9mtI9;LwY^72ZW#s!n%bI>uD@D`o- zf_pU{8JVRz;`al@Qc|N5NG#CM&=M4^@hB-3!A`(`XygjaGh}Nneqq*tu2(s1T%m3Z z`-nYjPzHKl7{QVsdBy?99i5Qyp*SDgUm~1m$ME6l(N_T-Vl6fCrs1;|Gm*O2I>-agLKa9Og9TPIR;x`}z#$d%%;lbzE7^$S0Z#SU2C*Nn)<+{RlxB84#em|3;sj*9?uO4Ok$4HK;~P3zh!EZ@HqV0E zz-O*_{1QacW_%b+RHQLY8O^T{=NC`{*qof-IELBi1pfZiL;*=J@JL#YoR7OMp5C9< z<5wKE13nn)VwR8|*3s=)xu>eCgp7*G2pW(q>>1~mOs?(bzA)GPXmZi$6mTaq4hPv6 zPjw>j@~x~%FGT-N#IN#}dsODNqS6>*!AS-=9FeN6WPsdtft3(lVNc^?v2>l z5{t`sXzN>zNA&c52@4nuto^DsxoLfI5!I#kF;;Dy6>u}KAN?sOXccW&RVu!=Nd27g zrUW-QU!+$x@G1{33sqt>0#5_CDm>JR!r{|~&=j+==AQxraeS6| zkJ#BGF3xc0=l;qDJ5~&=@g#({Jv?n0^g2+W>-!td%g-VEi;TrR$C~UgIb<<G%wn%UPEAadL4zTsT$b}j2Jp+mJQ))qt8 z-`}R1eRvQ7Xo~FAXk5~{%WJvySD+fHxRb76XleNqMp;W;^(pd6-&%XN&4!||r0DRb zvh~+gFe$+3Y*XhWEG!HF?%e9u-~F<;>+@?fF5Y)+NrpF0JC#rmpqMhh`Xt|C0$o{!+djy#@P>Y|Y4XfA?4)zeYkBOBa@-z4T z7URx$ztktv9gE8@l5+N0L5t@)rw__8D=Sv&a4G&ND$w#X2EwF4nnDlfd446&W?@nB z1xM`lRK;-TOBavG>4cs3A3sn*r69B&1bmduT@i>UH-SR!>ikax!aM-_OS;jotD^(+ zcnN0e&Hwi{u$pKldck1N`T?62zzeTEwbv{{$mtQ>4v|^dkINx zZl0dwt9H=GYHTxcEX=Cu>Gi?DB;fXs8bl_`%ggD*8#}xEpRK1{+}u5p)jN?#B20}A z0cD93P8JK{u@XUYIZJ0BjYG9j1JF^4!f|C>s>52?>&QDoqq3Qn@nc`#m^0abyuRDA zjn?tAtdYtidaQZ$+sRzNb{RKwBo4ugYXVdS%bFdA0zaee>Z0Whf5vIn*Dr1^qNuu} z463RvY;P+C$OT9hw2k$JKY#hMTsOsB?KztwH2w^L2QAFBP#DS)3meOX&FV3r^1tBQ z*^%uu*~-P`9ABQ0xG#`Qu&5C8 zw%CVQDSxcU;xl6#2LQVTP45{{@<88KxKm$zSnIZPA21Z)Qb(9v9UWi6iKwvt*&_!c zfDzZ)3dJ%2j=8D>Z+`pmj~ncr)(cj&ok4hoT;^lI!&@H z&OHVGs^a=dkU|=9CH^%hlZ|%j@IO>|q>;oeF#WOKM&8n$k%#XM+ccF;vg3Yx;Nvlxn^Xb*{9;T20*vh#d&FIB}7DWIwAM=5!UJ$j%16dX0`d- zf)t7(U7dv0xzw!K2VA#2c7={X$YJ2~GT)hQQS8KaIYyl!60wNuPC`fmgbV*8sbV`?`3JORH zNQxjJ(%s$NNSBm=v@{a`d%fqpXTJGnwlf>XVbA8b*7Mx=l{9liTf5(u>vlPKTTq8m zU+KUSJ!ruJm<@2H*kNICni{b{^Iw_xln$Pt*^@TGXRWtERwD_>9Ls$IeNu&29`h?N z%D=bj2i6c9a@}nXCm9I>d5(&%O7r;xgVz53udw{h{;l5u3gm&l``b5-BD%U|0I_{j zQHRN-C%(j-*PH$e#*kE3pENBu<9mOM4r#u9tYkN(;ki9u%h^|^Y|UqfOPlfR@L}N) z5p@k2cT`5Yzh}UB6j~xx_FpYPkmdTa^i|Eg?aG=70j3YmEYFR)^3wq~AngHl@0;qG zo=yY;U~aT&A1Hemyi5oL>|k@13Maq+A0gQPjCTvqsU=h9MP0s6=UAKA8FPLo2YDEj z+w`Etfm4BV?vma6|)L2ydm3QTQq%EX~q{Qxx#P}+7nB(txao{qa* za;+9wcJt~^JM14FnZe(!$Yb<4SfgUHxSIlpbP*`ZtPAYCG8t$7A%@icuYx`AP%!MB z92P$9h1>J}<$&P}I-_#)@;-H$_`iR@u(I;L#uEd;NpVR3FB%#;37}}zP#4AUNVd7*9o%4V3r>|O)>j>%PX#_d471B7dt{j<2~2AqA}PA zd0t+Fxii~!2 zvom`t#+wD_UijqXl~gS)-I2Y$y=a#+StlSlIT;1Qj9|Km{~P%Ig+GJrM$`p`G7To^@0S@NAEJ9!;7UvEv)fu-?RZ*H z>o{Jj2Oai6ZYU6&`liLj#cB6!Budr72mrx4qfg-Tug{rUbIr-|69uvg%pa9iRTp$H zx8EIyAW}$MQ7$oK!to~=$&i$i3YM%22Z`by@V~4(?;q?kF*P~S zb_}`~VUDxSw*_W2hSfNG)x^cY;Tzz==SuovUdMLJ@X8AEz3slN6OB|#H+dufp{oP0 zYw>r5zMiAvptY5Y)zQs{>BvRzvXU5@d-!#U5*QyNdUB*v@+beuf4RDC;vp!csNQKh zx}QwJY<*Y5j-Lht<0oD_u8#HxHh#4DA^-IJ<|0`?QKn~{>31dF#;tektXV#0J-+oV zzAui|Z^e#zNwx^(dj6TDon2mZCvzEf*)omocAkT?!*z^DsD3do=CnV41SugGCgkW` z1D>O;pvGrqufyCPoQ#l1GM8d01sYqx`BtDKv2k+p{dYSi5dFvZ<}#>BNR-miH|JH} zvaTYnx-}_DOU-`y#1v5;B+4~i% zvo8U*L|8(zq)Hgw+hO9iuVwOl`+qkBU2!U2{@G>)wI>G!620SZ00(^WmJCa#Kk$E5h(pDWC zVnKT`%7;4-_A+1)5V~C_TNs=OKp9Bdjn{j7mLOtJKn;NC#(O~iZPFP~-1ZHSpQfl} zwMx(aL-J>nYMh(e+TJTl;>|G%vfOy=dL?P%N&qGmNv7D5I#0LZVHMDWEr9fhGKwmy zONst7Pi2kM3pNK9R`iNrM{8l?L$rO^1_9+06PaBCWC~tx+|JiuZOq)20FK%(s;FYr zn5|3GQ;5*m-29qNWd82oMxHNZIa2XE{8oLwSgNeN6UO%`q^_Dq-v%DYqtK0Anz=5e2M0L=|P{~NQ%)!Lw{nE^ zB_<|{oH6eh%~U!Z{29dnDJkp_V48sx7W=(L32ZXHR?rlJUit?-Y?x$x_)?D_BYD6B zJuQ6fQDL%j)squ?i8%u0vI@D1em`U$K4SyH#|K!YUNPntUY8fSPAmVdMOhbX+w-+m zQAMOGWXwi%Weu-O=MPe$pnXb;4`O&6EE{!C!s^dW?|$7{_j^f-#|_pc@{*wb097w8 zU=7)a^{;`v2JroN{a*4hejLiavk62XBr z56NqB0Z?q;J^PUi4i9^A;0!cLH<1#ay> zWYm{`ZxRzp)-BhsnLK*Dg!Saj^&@QglH!cRl7ZnYC-bRN+df#Ip3pH$=&83wH2Hy! z0&HUrD}PPPmzNg>t!RvGYI(gyWfEOk?B9@WUGP&y9h+V)w0Jqu-BS-ZD%%bi_^#^D zlw1GxK7LnKt_|9o)XcyKWUj1^(ucKc=s~jj{K5pUl&r6v)2mocXM-JIaEv@HR%67s zdd+!awvGD1d;W9P7m<+0y}YvWDJe+-7-ztukuQ>yk#;yZx`OZ}fBfpcU#+FZ-kyijX@Vb< z!y=0-I>rU1HgWQ_KHO`k^_0nf*@=f?u&gMOWP1DWm*~M40U|hzfEod_K`IY(VsFTe zh_+uVTY(@9iXBL5>+87dDTh&g-Ls?^-WtH1(EfT=vC73aGzbGUX$%q(D5m_WX=Z5H z1Z-yS`RV@7AL}lltGnT;wJ6_&XL%XEs$Rif`R@WXqnAzJEzMViQN>5`I9WvCndG;^ zLUHvk1Mz)V=>k+YqPqM)KY#E=`-JjoPvhJi_G(Jg$w6XBbF(Z*>h6zw4N5yH!0Kw3 zT8N5@zMU+FMD$=#i7sqy&8An!GH8iG)P7Vs76!%=V6PlceSzfV@j9`OqRT<1VR1O z+1csgckC7gade}^A`M=rY=}0vpzcUJ>QCs$kBbONKU@wIAtt%NM6O>89PuC#MS|!R zE^A?&bKaiON`Lp@%^yV?5PE^&y}rHb>5a8xG}!xTy2Qcd!iae#SHOTaH9Zx1ykUEw zPTaq`JXmID07EGK=Z}!uK2>HNkep0G=I6J!HtAQi)M047A!D>S?vK4O0Fc4n;UP*2 zw69GR==B7=K8+KwLajE56uip%_Ea)& zx<6BCP_q)m^g^qWN5jsIW}c#}Vm+zvKwGbFKB)O(CH&qJ7z04w92FDey43)1#~r8r ztlp<>En_GZ^iQ?5Dq2xU1hO~RUah_>X}@__i<0TZ5swu^VRq)EwQdgU-cVSJy!@BW zuXUdJ-wAzjPS4JUeL+w2HQYpTr+Pfd-CE4y6e}Sw}wB5gs?TYq$z8c8ZX~Q zsqqa>RZ40GsqQ)sA)<}iLr1Tys##jx^vYub#L7~O2$&Yb#a49rFFbEM+07B))84tvEpf);2o&naU4M)kElm;pL_C;gKk|MRvB5x*9|W zDaYXNdwUR%m6uPr?DUUKXwED$56|@^HeSEU;=BXn#19CtlTiJSkTfXl5=+MuMYQP> zJWPgQ*E>332X~K=x!u6`;0ImW4digxH_ipj@~F!L+?q#}43BLSq8bHScV}uKb=2xL zz{MvJ3eg)=2MJY380lU47tH^QH&+&XrBhSKt#BioN}n$(D(NU1d7^#yi>$sZX;whP z_a|l)FQ&wFU#)a9E-!CmHCB&f_S;;LntL;Oq=|p+4m8)|ay`1U%tj=u!&`hH*ebb| zzK^jXfunaa5_s*5j3%}R2`hOGiksdT(8MFv({LgFTzf60k*D1Td-(M7#h;-xv^tN& zML;|`yTi%&+o5U}5!jRXF8o}N<9bC5Gm;T#Es@O8J~j^%I1vyn72nIxfMSDL2()o! zOuj(TY|Pe!M+1|PxLsrhgR-gw zx*|$Awv}e%Q(&)zPq#?fxN55N__evrHruB|PSF`GXHe&(M4)n1bN1 zerjwK0YqOu0Gq5;LOuoL&hS?kE-9nB;=nG-?|b^5NvNJP=Dvpd5G^lJO(d@4Pb;R2 z6;nPeiZDOFoA97`)R6-#@P(ADsI2Teq&pk9y-I^A`=rduh0z`R*GszrJc#H!i&7`8 zrFvsaM$x01c1M|BVGYZ%9RJ|f1C-g+iee*W0s>jQ$Xm&mGm%f5((=DoL_WAb)ZmSN zrwZNW^OusTql%vd_p=>`9M*)WWpDvGf=$;R`1E|;Dlyn9z}A|Po^sp!>m6Y^H!qH( z(jv`)vj5Y{@I|fzjPH*|L3V=xl*f--;FmkkC2Sy-UmZy zXPUi<+~FF@cUQaSusc6l>6!1p<|V$ebY7qO3_NjbhkE~bVW%PVQBc`P3mMT4KRs!Aj$>ulukEt}el{RQ{ zKjUI&KTWsu#CzW@{Z{m0iP}JlYq>k`6QxemXlwcOSi-fz;X4)0s=9Nh=wy$X?}aj+ z(;>ToPOUpDxTGxe(%Pu0sfh&KSsKp&%7q4Oxj-K@(z;fLx=iwnHfpb*f9Geywg0I5)T#^#0|sz3Op5$y?!w!8`t@k&!6#udhD0od{hDhSA_7g-UPKV)^-K;r^S=dT?R#Sc@m$kjNCLK{n9pLOi)AMHsE5550=NW#} z+tGVnf>I1!2iqTas_b9%DK<9c^Ud!6uEWk%75eBrdmL)~0(bVu3pbpa$kde9JoS+s z^bkpgk>QBL2h`Vh)S*Nc@y!Ex1riAe>7W)8BF7MPkI@=Y+*VAPi5l{FpkGM(HlUk8 zhe0VbpL}1~RyilZF4=^Z&~B|4262j$YiGdyW)>gO(n~#i&a9WWp-bmRQ>j2wTj!;D zG^U6Mk?I%=$!v`3w$qGAzfOU{KgQh4nC%;;Dru4r%l)2Tc&H(NPeKWar>;1tAbu!A_ zb<98kX>AQ^GrvzS8f3qxZ6&>^(|MHphvOedx3(D11#y<^O-Z6Zy7XA&_qE;;=E#4i z7WeX(Z~5&eaZT@}t26bsk1lutk;Kf7qy`W-0dd=7aQQb@(eqSn8sjs7p{zi~B072J zy1ZlAKgWbS&JeNLL6&v_7CwZa@d7f?BEfa$RpqQLk`)hDM$g@I49J8t0{R$w5w_Bg z_kyF7A%PMU+HoYdm2aUzVu@*fc(@s?@H)UjjaY_bS@hi51^Y&_Qg8`JK%an_O84Dz*{zy-~5zXxTA-+3|#axY(Htl0}cWr%vFo6cffIL0r(=^7;a?>B5 z9?P1i_%P;3e$bZkvYBp?j#9lo(uJZ*qmVY8AtA4r)nr={e8(XH1Jw_<9AqblN+xus zs%6}>-^WzkW&FpAwK2^#^A9&h`L-t_dj7=dOlY233pvj=mh@v(WtkF2%?fr|hBcA1 zee?G@LB*3)7qX>IDG36W7c#&XLKVI)o%aV2^I}8|b^cum;BlV7_+VVZBO$33?|Atd z`7Hxj&Q!O_#x^{nRqT!qUgEoRKL1{Ux?2|VNP*S+z4Tq~)OkxAo0O+T$tMaW!9ve+_@Lp}*+%|SazR}?NkIdsQk{0)1z@xOro|AQ@x2&=CS4NC3(uwL z%VHYaOhMJV6oZ)9e-N45p?7G7No7e3+vmK&;h zulQdSXou2tttGUdHCzh6(B%x+{(S%7mBY(Zuik@_ArQ&<_l&;Q4v3D%M;xJGG*;aB zbqa=ZaOWSeHtmD19!U*)xB9;u;x7C5EW`5JD}g4)f+!n}-47gG6o<-c6g2#E(%R8) zTbC`2Br$0P1!KP4!m}Jgb&Tp=rcGQ=wldSqKnWIon7ba$-@KWHMJY4LJ=$ByK=Q0w z0_T!xCbm2eCrPB*O6uz7U#7=MbDdXAt!=bc_>eZyI=Uq3lXou%myzfmm{52O1C_b?BMFyw0Fk9WCU2#$r3e16o!n-GCrG zh?SizwNwp=U4sr4K4DIp@3d{FS&usMq{S2-|;3YrigO%(HRLQD#()2pd9$YdneQgnjnBQLn`K` z`eznZ9+tky-=2)ZVCT=uI@7D%{ zy*YN#QIMv@f>0jR!?8Rh8c8>-x(?W+|C0jtsM?t1sBRYFlxy0*Hyj1wfD)A1}76@WmVoIjF)OMo-y zF(^JaoG$^RM0!-fCGg|W0lxSE*AU^4k;$UDjErKFu1I5Inmhmd8rz>?oC)CP`6RZ# zb1Nz(rQw$pmCBg8XY?#9{L+#jSCYu@AytR?Gh1?5Z^3ec2V7C|;<7igTY~yXjI7@$ zPmQsV2a9Qre4+`$uMzX|e^)1WXE@>;O~EOCKtoXE=PQ$4&gX%6l;>+OUH^FE?DrP- z)kGleeT>633&s&LO|$T26Sr-FL4ywx{yYQ!pYzrYNRbS*LLoKT4t}-ZM}XC6hu^LS z;9umG0Bk*KP8d>kk<0@~)}8V+@ozCi%pah-tKUBY;l}`Y+%J>HVE99<-9}(IDJ?H| zt(J$H2=JQEH|$>`qYtn@pQ59kr^XimFWpO=KmPzT&H_p7bd4J`?4lR#rZh5(W#jtP z%*;EUJL4^Pg?nKYLplZclPGTA(gfEv9Pg+7(>?$YAopl1)+Pgl%R#`%MueduoFO16 zLal;x$^B@6dBm;LB0r8ZCggqaiPiiJj(z9C@|SdRTOOQ;Me{4I;!{%{)KcSn<94)b zZpOtvlfnGyMDfSn9@TCxdrgmfEXlcZy}uS^f6PIRHRjA&<2yGt=5F^Nb6VX}kY2M$ zXdT%f$=r6a5sVTf|3Ewbk~QZ|Yjrzm;OTY;S(!Q7a|7MpUzfHo3h>cC`dGacc|*nz z^+8IF(BC{+Z~8sc^+o?UNLjyu8rSKWV|6Wg7n+)_`S_9 zes^Qj+Ge>dTXx%hSs9u&@7Ok6xc>dS4;JYyXTns-n}U{9@Kv|2IDX5b_qfrQkEpZ>8j?XTHIF?Hzc9t{l85Wk7$T7JB_3IBwh00Mv;GRbUinwQ;M=X6A zz~U_gt|^xQ8^vp|cp;A)6jeFkAuFhVa$x=j41G}E4RvQVvp!;4yfCT~XUl5sZ8f+RR9LSEiS1N@ZuEDzsQdWKAB}SvdtnvK@#yJoKjke)CG4jh!7qLy?~4 z)YQfFijf=*WiW9XoIcoRD}r z`X+*5JsIJ+{5xE(vSGeM%1*&2GxXKx{NJDP0t#Su&a~>3JOCyibV&l!#n%Hacn@G? zS%nJAUx13udnUs-K>58;K5e@Mc@RR6IxN}ZK>`1u61L>FP`PU_p@NX?#@dg6g&56l zQD46*ZqQnq{#Of7Ft<+Asw3UkYcgHv^hC2P0o|3KEA7*>va)DivPzSuzkB6aB)uNF z&$&`RWOTwQQ}>kK;qpIPtI03PdU2ay`r8!-uV<2@wa$I}RUQ@NteiSGz zurK^8!NC*kZi_>ulJGEY7>548jYDabyo zaI-r*+lXoc7vG;9&>6Ml3Usdkob{eA|wYnlV4{ z(ESp!3!IQfLiY4g@by4})Pm)_lRoka^tYOaf{K{c_tJ~YWRYFkw`rgg2XLJ*Z#WdPP6egPH zqN4jfe4DY9m)W$WA$lV%8_Yv4WqG98dk-NpNnUBx0gVH*SUmXo_sJhd+15=nwPbc8 z-`jpX+#r7Y-c8lf9nVsAr=2+IiQ>oIG#tGUA2C2M%zz4hoYcGxX?lp61<<-L!xzMm ztA?PL@XZVTX;wl^6*Aiho9GG4@#TG!?okI*B3Z|At65n8N z#A2Z~7N=F(FU~@Ue}4h(ClqNT91(O}^uR~Y^FvDbx89}aCNufsP*TgpW>wU2(zrvi zu>hV5ak>x>L4mA-ATNluKvOz-yIw96DF!ZnspRKhG%(;)ru@^K`p zF?k1_GSq_9X(Nq)6TZt4%|A+ewo5vtt#~&q*t~Fl;Ia<|iG*L1gwB2Y}M!(a-iyY;sz@chxva377ffQ^4WeDul1~=-!x4gZb zb@_1@q(ObVaw*LC-75IxO<@0kPY#iX3Kt{!f5z>Y?FO8Q8rpw&c&v&4;NAV@z02g) zP;+yBXGhF)QS_sk!qSccXGqNfE?ji7kiH|nfd1~9h(eb>!POxbc}*_Gw`!xsS9j1^ z2|`}iMO3@BSa9MQMk><;Nk@guGT@DgaK-OddGpj6a_Du~M6gIrQZgs2@ZM1vS9ZCb z#fOVCmePMeqxMnnPz;V#!aGt+Or>G`Wf8rIXifI@B3j%Yq4ec8xjkNzY4R|X1vFZZ zl&e;_JCHU#xB?!6GHlmjLLp79}4!?;bjD0h9Q1Yz!vGhj&&n;r_=& zQdVEDDzsXarCJhC&elM?f}LuG1NHRApC=R0jA_lh0stW_nrFDBZ!-8jf!YY`6>u#BLZmw0q`xG-o?d5{wqgT z3p-#R;;NiTYz}M>ik0$^&DH`b4<3@q$I#9W#j|ay&jlqQh2TdIRC-{q4`89*1Zaxy zRe0CxJ}YQo6a$p1!6$(*R|6B6H;`q+o^RMC3Gt(&eSJ;bqaOQhAiiraK`Ow6XwlfP z_jWof^+cg5f7;^^^C2{fuaVyfP()8o>F3JB6bAHyQ_s*nZ_v;t26FVQ@kK;jV`a79 z#fiMtC-gbLNV4~%|44y~?n<-f1}$r|h;ur+T(~XEGO2}2D!Y3S^k`B@it8npJk#4q`JS|c_F|OcH%F-=+rUneWn-p(6|*H z&j&|%`kDuX13*h#8|w({v<(h*0I$VDA_FP=MGY!zM;O`k`f;*6vk_R9!Hw4s59k1( z3UQDT2R8u33T6ntw*pleaGfiu!AwT5sU#ic)@|h1RDuVZpD`!Or3vK$3$*AV(pqqB zB870EdxQ>+dO=D{uEh1plE-lCu7LMs=^X~siLwVFI7kun&|nk>_Ph1WcQ4q01qvPz&<{D_p$<&U(vl7mnYIK^ptcoI9t-9) z$nZ)2sksVo?pEpCBU+#1(nm-dQoW*z>sNX0e}F|4x^8JBKLdUP9l$a|o2SK&f^m`N z+I)jBaE7bdIr*uOn9yNE&B&NHVhqwT{&lCQ$jD~Ih6N_qb|g)#*hJ=E+2LqAy``n) z0hqIatY>xk^D~Nk;0$Uwkwg4+uEQSqNVl_;VSq2}^xVK;niR8iTy^(08L*)DARq7> z_I=O?Exb1({mL!@t!VJGNChVl{8n})^=R>Om+qh6-ihwySVgWsK|C$J&*FN3drsX^3_WM^SpB^O@ z(mP#|XyG3U_+;Q!6$LE_l0GR`q@+~+^#?oav1^E|9L9s6KCN}!{DI|Yw?CMWpSnFb zx?7L4@%1KT6OkU9B56vXS*M1UWiUZPPRHYS)COsm#PC0YMCid5TJ&nsC>;s8-RQ`hnu*oa>rlwUdabUsNhDEk`wX5aIfmpBG@uV+&BqH}a61M1yADo#f7 zB1$K}GJ9F5IY{!9*KLLe0yuY1FF3e4i#!L&f9nbcIQ8?Q zm2@?4&q~*<%|3x>sTNnEfDLS6 zY)C-B=;&w?6A+=Xdagtu#YCFTt&-=)aV$K}T?ad{wE_%SoU^@jZ3JqMNblKuVt=Q82*Anmuq z8uQhFW=UYcA-I3@$Pz;9;rLD(?D+v2ZHn}c3Wgrgszn3Z;p&dQXwOrqofp^lJGqnz zxG5*dE^>rFH(m+yziXld-HGs&kaT1#$U_j;@vh*3QUF`ACIg(V$)$5{X7Kd?s3k=r zzfwf~PDYY1ZB0G>$oDHLI{LuxbK35TphIT_6(pThdr!gnAaU&i6Nxp3fI`I#lxNHB?e{o{WUOC3 znl?-0s7GV{*gI(Gvxp}kt-=Na&=21RADTyxjoIQSz-C+IP*kg?rNHxT|6t>HnyIc} zF|J>3vGe!$S5@?ZLz$@?xC3=$9gp>xo?U&ARLGd3|NEf=#c)+Y(h5<%RY>F>c`TfqnfZi9CN;GfxKAq$v( zcD|r=JE;6yAOIY2D$y=HJ?4epho;|s=cn=J{bx?KE*mfOeNIj1UauzE^~Q19Ot2u4 zIiOkXk$9lz+*>;`1bca$kT)MpH)L1k@qOojXD4OuHz@@FHS6W zGuKML>r+g%iG7?Eu?ayLnP8ph4v#FWi5qUehEC3{ZF)b{v`mdpOs(QW*GG2Tu||?% z=}Q53a??)^CmbAP@2sXr%(bKal|S)Jk+zc9hk) zJL471VFYNw243;B0r%Z*_&e5o^ZhP5^X7LRCdu+@Uj1}i0F@+4@V96I@$0^WxZ_2#d_M<7Go?A(ZtJ*n#4z@2#3 zi?!3xff0S)9&6f0KEX>U_?Y2$Ict&uw;$X6%WP?$Q5FcHnI%c!Rhn-cYjx)$!t5-T z*V7{dm`Nsb*F(TP_XT!rY*aLklwH*Ki?_^g`rp1uW(-xJX&2wWM59RQWCO4l)?60* z#%osDIWn?}O*lg&H0Vxh_zpqwq>Ph+`4yZQNE}yjZbU?c2(-vTcO0}`l^)9%WMx4g z+t;#ZiO|A|%o2awN$d(?+_2L<`r_2T0K9@BSdc|@PJQaQkM9nx9sbj<_u_>jMP9`p z`*G&uNX0E=F)8Z)Lgu_(>Jg66n(ZpI5iFE5f9{_l}E-v%GGi_9~95+{6VQ1(DWq{$}2{){t>k}PhBS{M zvPnIk*%P|rr~Mnpv3*VX#oE_b>4g(5gfg`4FDX_1s8>GULPODl5(Sw2BtDtq`@Mx+ z#$LVZLiNa9+gVBD0rCmP7xI!f)fE(SEiEWt_1mCg6N^LU7X*ezYp4}MU#Dys>2;Zh zwCx{93ce9Wm+StOeBZlyPfdO6c$D} z?UIldf#^~p=HdD6fQG8WUIpMfUQzUK zV9Zv#7z3XrEG^0LA3a|EEX*A|R$Qq+e)tq@O>jLh5>yfo%2;%)5+`;O<>@&Qu)Q;X zNnMwUMQ9RauSq?z*-EAaCt4UsfC$=ir51`YWfw9Hk+jL2dqc#OW*y`-=+0!-?ZlIM zcqv_Jkv1CAB_#G}oMGkuN}NfTSp;lGAv9QP@2z)4Lq7V$@~+}SDuk7z+-$2H$dbL8 zj~zj5+DP(q4cEBQ%*uKuO&Yg}I?s(n9BBn|7UGiM>K(g>0fcK+UAHe#6)x#)4O!7^*w>U@CkhB&aGo{2^# zuFtGih$7)PnwD6{oAT-K%elw)hbYVA_anKv#AUSbSD)Kce#66*Ip3bu{gU?2cjK~4 zNZ4=Dx=^b*GocmL{JHeWhb3iB4;!uCk&^J?lEm0T`u$bzD0lYX^rZ#22Cj2xW%L`R zW@ZM0qGxWd{Qi1*;^4~CvB01S`bzcF*XvnV9gyD(g*5>%3h^AjV4HRLROue3Vg3kR zU0p)d`S0;^W{+f9k4W{!1jjb6{VE50_-hvewbIBZU8QTp`EeGThlh}lZhCw~MpHeT zE+HQAr01vX%dUYR^etUO&9CBI$f9UU25c73b$lg~g}iy}7R4bmXprE<#(_t(#0*PH zR(9~`wc>|v;C!H>Wqbd#AT$pNZ8!w6N5kcX9fT^dB=+G`2uSPd&JcOeIqR9j<$+)p zAh>{pw066^d8proS=0eE$1Lu^ofd(e?3LIk8CjT$F;W>EFC2f$^yVc zs|4eJ&>tfkqqPB7i`5Sx=T<-}AWR*tIE%}OG#B1iri}{O{s$0q(=dX(s zsmqSlKfBU$3yOO3MFsJa!NETNsn5)KFhvx}8}pum$WWm4FhRA#vHg{MC+?a@(twnI z+s6{cwDR(p-x;*z?z^H;CK!Z{?yr8IleFEcL|Gk=lKwhoCt=8opQ#=ewhOf<&wh?2 z67l{FeOOT!?S5G&j*Xe%AokBJ`-yRDVL2+P=?a_FtJ(0H+;mIl>C(U-X7@*!EAGER z>3LO4evYDTwkpcB5qIw#t{?O1w-<5S4Sp%-TbBRSB$`~eY__jvcTQ|tP))Ritp9*Y z0)xmSx6-2itvc7DYmJ1cmx8$XE#vm2p6ta#-I3SwpL5+$8Vs~glew`rtypkA1~%f} z6ZMusXaDj1v8&Vdmf?}E!pXpBlY|zkOC5bhLwSyyzTQvoagkK#tDa7x0=~8$l{`-_ z5KxZ#%%P|V5s01)8q!-kFRIkL_R0M^wqC3DktZI2BGa?w)%`!hm!hhwctQoorRZm0 z>9ezu)M*6AhhMB_od+kB3_UKj1$3+u&ho15>WzBNJkaTF@Oxc)v?nHi>{wcWP1^`k zQaXBTAb9LGDCiY8z9s(0dSaubr`K1I!Od>lJEgd~!IwLUBP03^MdxEkh8RmG-W^N- z1eaQUEQJvVtO{0>;BM?336n`Y|B~K?3;wLh>OlR;7e)+huEFm_V+J|ytB;^(^Px&K z-?xw}_)1_(DI`Xf@+Z2&AKl;CD3@5z7^}5ilJamfh*dE3yqo@`Y+_a(mN9!5rZoEq zXMYG|_lG~nBfl^Qe<`EqysYTdtYbUvGNVC18b`UE^D49_Pm-ua^kI8;1dgRR+Kp|T zuPNdvLaX@{>%T)sy#;Uc4y zMyHI;t@!SBbj_{1)_gLJS7Hh5SfZk1{gjZ9ki2yYDwoaqhGf{-AuNR4b$dp}&~U-c z>KZP1c0oA~NG~>I6bme%N*GXFojc!7ffxe>?FLY4%&?k9W(K50NO6F)lq8w95^yr~Hn}Ys*8AQAHML~3Q`o`v5 zgk%+Uh^WH|X9lk6fY6L0bA3b@f654Tlk^vbrWl-1HZQ`z`FhfM>OiLs5xh^AevcX} zD;xc`aIBmH?a#Yb?fcCMVd&@*sH%=PRGjgP+N3g_KhQBVcWl|v&@*X$kzRCM0@o?u}=WibQ0Nvrgw%P!@!P36jq>qi`%k&_j7pLt!!mA`&N zl$({+@|K?{DfVONfG5Jx*wp->%7cOUPIesKl=SdF?B|Msbd$yvo>;~QPj!K zVb8famCn6RUl}KfP}oPnZ8rZGCUGE_3n{#o;Twg5+g3Q)qAwq_+-D99?98P>HbhJ_zsEp*49t+^724`sA^#F z9IV9vIYR?=G)$Xeq`YG4>Z3BRgaN-q`ZJt<%LAD$X2Uh@rhNs#h?<55#lFtck5Xt5 zW~%&kqr0bvU!FU$4~f!Q1v>WLgFm>~}P6Ao=J;vyd` z32b9lt0%?&qferUtQ&1(WP;gn)Si`|aena$-E^mBeSwlF(`*#6_nyP`#VK9(Q!4f` zk@wW{>eg`~7B@lq1|k|6)oKB3VdiShR~I#e@Gpx9?*^U{=BP-@H)%Qi>7>@wz??{YPX5!Nmd%&UE}~ zX+dEhe>czQN|m4i(sugHR}?KI1c0 z3zI}~T>VTX!_cqI_TcAz%kh^rk2yVH#J1#VH$4V(bZ{M&*hhl^S-^Peaci317#94=FA` z17Xo+!e{-bo3Uc1S=HU`%e((-0j#$dZ)9<=El!>CC91ZsI0n626BiS^QMdn3)&77b z%F~OtZuoklaLM0|bJES^WAw;tH*qC$Uf_vz(D%fxpL>+cv02``*DEday??zC)FavS zqnw-vXWB1y#$CXenZlrsRG3QLZ+L8nfWfjs@B%ih4+P$?>5Z)b~iwBd;l;U z;TTMnZ-9`57I{Sv9gqP3+2sW_*yiSDa;`p;PI(9@=xXaQ8*re+4WQ6YP%E{zAthJ0 ze|!Q_;$GvkyG0Lu=r5zw%gu4KTJ8$bi2TV;mBX!OpkC*T%%DPfC+#ErbJS4#0QK2p z1vB_WQ~($$GO5yB>jt8mhC9T-NyHwg@M zd=6Ws-#?L?c5EsXmmcMvz%em*d2>6e6&CI4Hj<#?C!M&NOm`jksKn~871Mko{HC;n zzI4Yz6ASli$_IwGGM|L*X5?&DaQb2X9LK}{V0rk#{!Fd-Ltmpsc_1F${|$(bsp#oH zLgS3H^in-kPu~*}Zb8Jc!qT|Zk&$sxU*C#G(%HEDo%=)`5>o1vpFPCQ9PV=ywe+}? z0pvX;p(H^erK+kra;HOwCa&?JCY$N8l{BBm+-@u^x5SOviJ)e5v<@k$_k^HPWZ3Ia z4dB~mINBQ=3{)^z>9)GsZBYH$>yF<3%hImfIA}YmnfD@$l+oP5`#w9aoBe2CUK}Rz zsEefS#ehf{cKlyI)Pd__AH_=g5E2BeQ^=zU_UbA@I{BdAl+#3jHWdVwNh~;y2EXG8 zgX5@hF{**Bsw4I|=y|XjY8y=%+CW3fI^QER_PtN{D#KpgnYvLx z-}|rP{fF(@$zS_J6FtL!=e1rCM|Mzmb1flb2n1MA)d>1u zpv6!8$DT4WUWnfK4OGrcNJb4I(lSCafdx5Eb|T+Z!0H^zY4mDaC;G9pFE5RYr1xi zOaAhjtQsbG#U##RRwebu_x@dgz)nR=O9oolIXOAugdh3&)4ye*adm&;(Bl&g$fXqF zPK4pZ9F_=760S{8P9gkT3qLKh3ry$y#-BAxM3hrja;F;~SX=O&JmZVJm4IC(L))z* zR(fX2fQscS-9ahWI*D(T$Cix>6G1M_2EUYyBZAMwBgu^^>4b1wBHk)_1&Vl6XA8eM zdyQJ^-&sz+8A^U%L+RN#Rc_fKUx8BqZ2Hyh7AVRfDn@uFZgiE`Zer)Mo)9>Il0*Q8}9P5vWovZ=U~v3 zu6&++G&eR|T%4JeweVTP01>|uWO5mJ?rdwjF}FlD&Gn;%-XBcc3;hl){e^+i?)ANYP_0TqirV6 zsP6AnC^-6V(dq2G-a(YCqY&~VH+K^*{+{Aq&MPOz9f6V~W`+na9d5{2zZF-Dp}Jk=dXLewH^7{FD==gh6$MF|~J#mT!2DDzpY$tx`AoBHPBNloB!8`@g`_LY*jE~|Ok_50$I2vdS()B~gdF#BIPc0lo1*i4XJhpfNZ(o@vLO@4mZZ z4VMa_`TFM^&>{+|PypJ&K9_!B0ROHph4D$Bd5@Obp;|sTfAP+T!hez`uH`@ETtUgx=|C^!6H`IiP+idQmUM|R029`%Pn;>H<7e#&XBgjm`lAF z5fzg{&7n}qcZOI7($B`7P0({`<1G?D@g&MBSO-RC;8bHjQlP@-{vaKwWU=edN{4e0 zz@jbY&pDw=Lh1T5RJ`p`P}KkLp*~-@>uYgU3u)_coXE)H3Qzek&De6I-6d~but!=l zU}rKbIqiwPZN`p{zIRYO_42O?!R12ujF3BypRv(&%R z+HuLq6x7si<@HMr|J)qdm-p_nh=}K@=T|YI$-pqjIT_G-wLyZ}+R$X`%>S4%ajEmbD8rqh=5m&t?KG9rSZEAZdMR9~x zbz4u_r_}MVhpp-5Zf?$VSYyoomRxlRw(rF~`&ijn|4@t@h&FLiQYnbv5qgv$8!JDa zS#B*A)3~vRBQ3u+*fK-eGl7X3SyG(2e>zdKqdKt6eS6V<-3GOqgKU;Njv{eeH#LJUsz zpW@!c#XWKE!fn4ADEm3;vBsP6_`Oc~FNZ29?)HC1wYaq8P^IfGK#qXnfMH%F^&s~5 z^z!nsM7yf@|Jz*f*R*HQBMCSw#NB=a^|Oh&Ig$qgZGFHd3QwIv zCBWKXqj)3@t$f^W+E~+{KUPrKCIf;s*8TjNZ9cFkxxK*Zq52O#r2)!OvyC$>fy-PfHBiNQMVVelk_j{?e+ZG30H6-{3XV z8Z#PEOCK+~9#3kUX)Ysy0@`(Plk|~^Oygi_iAd90^1BO#@tK*oB|}JMV1&Cm-YgMt zIMxFxBS?GXAmwpEir~%(=sg1uG3H+W`|Uz_KZr26H*Whybw`CD`dN#|KWhd9>9z;M ztRz!6{;Vsb=Ay{3BLPb=sq6#z+mTfV2?W8nS%?$Q6_=`5qN?7FTENJvO`3l}L3(%s!4DBay9 z(nxoABi$g~-6_%_($b)Ge4G0j@5f&U!vS39x!0a+&SM^%e+7_}{e4vLk*GTPZF3@( zVnvBte(B?L5710&IC{HR@B8RkW`!g(wI3$Hgo+~jiO^No{P!Zm>|6nqgNgePQo|oY zjkvf-MFrcH&K}{e8%X+34ucqiC=<4e%?p+G`WiR^^{~=Ej7*Ko_{2mZFyt~Qi^~x) zs|Z^5(Wa-rB7A@R;vufCeoU(d;SU$0^r0fgoy?V01sw~0jCm_?G-TI7?Gs!po3Q|8 zrN!%Gd%Sf>gF>50b65yh3RYHPH~A-%`@js9c*nLil&R6)(@V;4#r1Z#NZ|~)M{ay? z6cmmwnhAXNvTRGaDJjFkqD&Wg_8Pd*`aC(_zmJQJ^;4KTNK2Mg zr}=ArS6}AaQ*UlfJb|6#lokVvh%{z`)El%wyl) zW54c;u$4L1=}OYk>F<9_-CEc*`vc#={Wr_s^S!qtY?!&&WYo8TR4xaGJJ~c*E)!>L z2RdnJ#*YYP?rw`uD z8bUm;3w$zd9IG66(5aO;#_Qq?pU1m%z&avh2MkXo>}YV4Ss+sh^atvBE$E`XvIIjD zI`rSURgj2D0~>7MZP@<1-&5`L@7*K`S9C)I2e8k-xa`4#*BH17UsNS99as?(od*Xj zn(#T%^mHwjS&8Z~hp#CDiPZGlH&9NKWI)@0v&!#gLvL`O%r!ikEie0#D?h&i^c01T zB&_H$S)>m>Eq_#vgx5S-lUuHA0){BIpOx==PD9!ss>CHe_>VwgN=v6QIyMIyjw7JO z@i=kozlozsWgO>b^INk*_Z$=QBv^UuImKq-Qv*&6@P3|nnDE`w0Wx>FO&x*EJR*D` zNge-d{d7Pkh|vEy{#|TYHCrmxWwhcg=kao2mpK|+e*Wu==cTsO8}2`R=g-x2EAASa z9b@rSEAeen?>GlJVOb0U5woyq-a;VTCq8cxrB32k9c9S>Aw%2|dE%8tX}~7lmi(9A zHq)p0`7fVrPx*GPhXRE0PecVAc5h?I__nf^9>>k4*e{>F*6s1bg3m!u^gmBfMoOwz zjVGspGlWWPP*@zYlhfhkLZ+macfqVbYQDJ4}o1BFR zswB~w2KR?dvjl*GY}3YmUE_A5<77&}2ZLup9}*nWTz?L0I(Nu=$Qz~{`pK>(Na*Q2 zX6set6NnW03XPax)(`X!55LY$kS&7p0DHOTBB(o1+99Yi^i=t8>ZSTA#%2RRh-d-0 zg&a3Rfj_2A2Lzj5fzFM|8%IJE_`ses#8_#Fg`M3lfG!jBxkZ9ypkgL(kaM3a3D7IPLAs1M=IWXs$S%j+%Wr9IV-9GkMG!AKJy|Hme_vE;sI7^+Co2Xma4<)Xv<;9 z)8y;GA&gCx@rWR5VHHj{H@@!~u1x#VmWSTG{mbikm~m~*V{4hd+jh;WL|N@2P@xa7hA3<#g$L>uzqHxGS>|s zNHZmN=({(9oqj{c2eN~!pc6$>3?C&}=_|O;*^5GX12tz5Wh~}aEXcaLBiVyLnhKZ3 zdKO}$Etx!*B90po1gwV9lL{H!XWeAlV1yCS)zzU%PqnYz3L847#==ge`T2J~LFOYW z358w#%*KKg1Tzn;alpJ#S5p_iye{~pKO3^-iJj9Fk)Ce#;Ny>{e+0}gSV|D?`PK2= zjxU>;JH$(KBfpdr$1{y$#odk1KjOyx-aWJ*huCpT_1@JCqS~|nj4!MN!E9)1VrOFuSUE0g zZ6yrpJ9nRx1V8T9mkmv6OA2ZgV{QogM73doQ1=O?R4UU*zssALqP&!pTF}S^PASu! z9bzG$OlAO*kk4U#wP$U6b+Z-2&dVD{0f)w5yB>%}4v&p(-OLogQm8aU z%CGZ2NFu;XN`+ltIn6A|mBz|%9j@m0m*rzdf2FiJK9*2{bHaJo_IyFS@p$6ivK7tu zv_S3&-d8VAh<3XNqGm>t30qjvi!fYQzxI*}kIcy1{^toy7~Nk@%Rf{|^U~-cd}PF~9^J~ECxI%&jte1WcRa>% zT;{Fh)-M+#j*^Up5TuMrs5!q^W2M zJSY`1P=r4#=j~~hR0-}cBjihPo-kRQ^}jqTiIG+<5Q@#8szz5h5Kka1Lv4w6G4SHZ zcbZX0NV3D?8Q=;1+(I52n-k-7^SZV$V+w3+)A$yeh3~oV z`pBNT!L7KovNW%z^3C_cR11jcb9cAL@trd5_*v)UgTaYT_UUOKaYWqdaPGRz=7@uz z<#86b6^$B2TC5+w0~>y>>D(plj%ma9?~Vg^@078VUa|oL?4#{}==B;?wO!XgXIfe2 z6*Yd%|8111NYf!8aI{_@G82cf?fl`_Ke`)lJ14o>9%m?#M2A-E*RCXDGE{L2X6hPL zxCD7iy2EpVWN*S?QRa;TPFe&KH^NEww z`LkE+dBK+`Iy!@^L!iy;FfDv_-E>IJdDy1mfA}SaeK(GsUUvow_-i70^CKO(<+yPL zB!PvtR!RWnJ>gvrQ59pVoGv87Z=@)!-#aR;v~1dwb%3du;DJ_LQlk z`1h}JYSIXHhBtp`6|}BwxPTxTyZJ=EJny5XDioj^)$UBcg>MjDHA2l9<2c{us}eGfQAWtKv?hv;p0aj z$H&Jn-guB5nw_2oYo9(7*#+83_tuivAv0@BE^%`kI27NK ziXU@k3#y&=_F5emu{m^q)fP|aH1mpR7EPXz@YX7)s?!I}TNRKC<%or#ZIKZ5CGi9l zE#VW*&A5^%IkV5l(ehD+*(`k>u>r64;FxV4%owM$^Bg0-D;5nN>Hx$y3Q7niYi@`s z8iO{h7-7^0XocK7i6*p#%D>|2oMf~V*lH7_nadnYgcNPF2|~2HDI!9t23V{)k2XTq z=Vj=z-!9Ox)(?x47rl*OAyh#ee4j7FA_Eg%gr#UTjDaHpr7<_-5-aYnC0npkj2>#e zy(r!CQ6S(ZbEM zN1_^dC`CfG{`bZ@6|=Qv{QmtrsPeJ$S^`)NJW3$A7asD0PUq@00dv%>iHSrD-p_rM z98C?sTv}?hE5T>^7aFWGmW)v;wmx0C@VjyY3xins>KLSiFd;X0*8OWWHBHIJHOZKT zAwdn(<xu=LbZxy8rcGSJ> zfw}R6(5Zs6B3^u9pBAC5we+DE{wFgZ(WURxu5Fjpw|9Y;m7JWC5|RoD7SfH5#>r{6 zphC@eoxjs(j1jO7l7XwyMYp)PI3$GBGZaX8e!kDwd?5FHI8@(^jf4B!g?k!0XG#jR zQUF28^_ze+E z!77H#txo$X>ng}-FWr299zJ6^_sERbW+$*aB;O{GP{-unV4GVrVDUP`rW%-Y_ey4a z7A!K6jg%DU?V!VE%&K9j+W(4$beP_eAg+ytX zl&+)9Ax%%{X^z*sPa8fIQC5;_im079b2Kk$)Cr31QaWF+S1 zrjEwz{MH~8h`(Y=)lD*>pf!L+lvr5>v9IrSdN2eDf*s`{+VjKVb!{mDF={G1(Oc4? zPH%)D5h1>ld(ICJ7IRYBX)_LHEHL{o#~@3)5}v*ntI+f9)R4YCD3Cn$KK&xu=QR#) z=bLCZbhPyS>2V_TgazYdh3=<$7yHItTh2Kh z>6Wgp40;WrAb|}llH2Hp)YW!xm+kR~POoK`&B#@4{X<4t)2YZ>C-Uv(LIN$_!v-^h z8q(;`lordepIwKYjh_Fk>^RrNyOSZnb5Y` zgYm6A5J!JWw_RK~v9Yr??`3}(o}ApBKVB)VD(gMGWaa0V2Md}N_aotW)A%shtgI|< z5>zmj(kNy_(&U}ylRnfL?mriO@%QlWJvN!YG9O(O;;yaKW=O3*| z5oZ8=kq^J|y0*b>J)?$EVQ&BEPku{j*r-ebu$IGvEG!T3)0CBEYd(8Tq`xOyermK? z>IE0ysEyN{npLCPvqSyobkL)XPecE|lhO#VhJu6PU!X)UJaiD#3|~2>?#lIB%_Kf) zy=0O%!+QSLamwm!ky^TBHy%IiK+$t9jUBQiF1sMJe0)lGpZdKZifEEx5MterMStAxJ#FA}7W(SSE-gnedy4Fd(OY2V2fZ_Gl2qppIZ5(izqM$PU#h#j zP{sypDgewFPvuDfFGdc9zW3&wVAw%D#Ybjii&O+p>@ceRhG@Gjg0`t9w!&UgBkg)g zI21~ddaxK$d~7Eb8B%FO%(oJk3|g0wZEn*eMWPu8;_{08KfLkev8t{nh$b@RSs?;Q ztM2ad?GJYv9v2^V*$k&qp`;TH3J1EVY};hwPxVA;HYZ=xhsT(k64 zy5mAsR(|weo!G%sg%O4%KzM7#!$FaQiHy;oLL{~c+&lJ6*au^mco~_0IE%=#j(fN@ z4xOBaKOTmk9-ABO0vAa2OhPG;BO*SR6ld5pWn^Y%o-ZX;CqTl$Wdy{@2#$GzJZ`vN zYvPdsDA9>iK(Q9D1ien)Y0Jr`BkytiUb zD5J1{e24b9%Vl#j`oZ9l3S!pbETE&ZFhlk^yjtJ4Z^QQSase2K_8((t{?7|A$zxAd zZDV6>TQPZa-chuguH@_cd~~}TAGtS5j<6yS5<{1g6_bZ)o;Yg%gdLh z`e_Wtkt^iYz+cOkHFFuYf{}y<4!D$(<&Ye&*Z5mN!kund4qnls|9F4p?lzleHSF|N zoMN(j8fyNsYjV?o%#&VJg&{QcPm$+GYU6cQFfor!@gOKH02!pn^TNbLh9XY7#(hH& z9v+_C^N8En*ccldx6X2oy7T$*GzVko3&5900?bzzF04N?NMya*h^ab!_**Qr19%K# z8uN&U;E(qibdgS#Xg~h<{`bOsX<&SbEuNf^noXvML1au!%v3*WN&*kqjd%9kfx(Zh zyfRO=a^#3q!^X3_wQbH1%$3I^e~aQhcBjOB(byUALay1%1xbi~4MU=?>gv~juPhe81^~w=K$?60sOD(iCd4(C!E1{!SI|LLVid`sV-e_Q1kSN6O z{f!0UCW|E|gI>V*JZQB~%uhA4(tgBkUv=kW<7I|NpohU3*ab34|&Al$@HG zxw%)u&d%)20-a$gefsxgfqT{OLb;nibjDYE|1-PdBId4)zDvt5Dhkdu8o+9bwU4;$ zka)Fvwf~Ai*HI9Ru0Z;8y1W>kVmA0Wp0*X}2rQ2`Yo|U#pk6?n8Y_2xo zLPoCVVGz{ABKX`MVy)gq$y-@D4O-`g1c>C<;#<>iE;?obH)Fj+4~z>rJ_=^U&|p*E z$8rAb!y?KgaX5-F*f>@+|B?C3?;beROTBS@2nT;wrPwg?N(u>=c5`cHds}gk@h>A^ z9zh^he{nm7*OgM!NdE*tq|h1~h&PWmU(O{c;#d?WCjMUibNuszuC=ulK&c-3$xcDt zpMr;g`6My$91Bf*129qNSrGFXP@Qrb?SS6>Qc(avb@(*2|2tDf!D55Vea#h*%X{Y? zgLd857b`k=)JZ+hM4&)$6CKvSev&r=4jFfPZf@)co!b84q48di7z6KmC}PRP$PSu< zLL`sPO$w9OLXH^WKZkj3Z>7>#rAwtI4|E9<35=Vo$D{^% zo|rd}*M?2sp!UxeXR=^CqceJtCxfC^QgyUAe7daJ(xf4n;2yz`QM|;k3Br`R@zN(k z9)o%dL?~o5^wg4+2Y-)_jp_OqsH2L1xU8KAuXBT0m*2bq1M)f)i5^BBtP{UMDxA{z2+RIe8X%N)9=jdZtKVZku?WPxNH={}0&vA@yV) z(6#$gEi#y5yV^YSI@fm`Y-pF4S3nn*4CVnDzHl91GXrHr{n(hp#UPx^w}DZOot<`; zj_lbBCyvvS& zzGYh3z6d4zo_DPsO-(6RS8f-WGE5~^y;sZTj&05k!D1Yzs{^YGvwE*U77Oe34FL%W zm5`8cZ{(E$?XX=8!h81ZK0jxowYB5$-XSeyqntl!R~) z=k?`;?+pTgw4Ax?-akydRR31aa)o}xK0@4zC(8Y)KF;iZT2x=3K=yPNqEkFEl>D%A zKh|!*Dz{^F(s_Tv?v@)&8_u9rX@tw-+kGZ(j?R`rj_}GH^tv#|gpCUSk+aDrR zQa1WqB4V-0S7@(F3tAZ5!FAP&>JHGl_IeX0`qhIH_Ocaj0yHcLn7%H+t2|e-&sck2 z)$afPdvvLLKat7cK}o6b6z08pzGPRC>~fVp#JRlq(S@fKmEb1?DxJwewUp2|=A-sx zcZ!|C(KJTg<6EeBQf8h2zx3(-@@gv90=tJx9vqyMmDjo8DQyH4=4F9{4O{Z$Cxs6t z8L7H9hMsW*^^jS%^j{9X0pLuN!K_K2?NZa7Cr=Wccfr=6NuQ;iN~W9QghogE8mGS) zUS(-9f=$62=_&I~-ShFF`?HvRCQ7-qL}OZQNw5q|1Os^(OdV~$1shFp!VjGE(rCKo z01-APcDj+*vpaHzNpn4JCRiRF4G&M2s10`|ZW*+bi88dj-cQ(OGUWH->~-cSwl%8K{bX3@;_5bSK63g4#Ik$37A{DA8~q;X=KuZf5q`zXF{PmkZ-9dBO$QHAEBn4@ zMhy+R;VGJTd_)-&!BvNmz%4Z~u8kG2SA7{u5dq5d0B98(7dw|0>G9R8R0dqLaSk>1 z&-9z2-KoqH)?+?y$IBAuGscTa*a@a{H*PM!Ovr^(whOs!whoH*w$Jh?)ipFQqXy9Z zHsdfPL!_GNDUJC(1fP`q4vg*_Z7sNbaa6DmPELy2iitqx4$z$)xUKL5CmdtrxM1+MAr@+9L;9&&hGG4HE?m4{7vm~rj53phF zfxSb`)GM!r*-l(9O0*{wV~`af=u71TMjNR zXAq%>^4et4h1m|HkcuYV0RS)9J@VP2RaLg&zb zcX!Pcv-x=pmkX53s*j2u0+Mh6}C>7V{{(u;&qoP-5HPA^-;O=}AagUtXq z;BR(Bg=wKAm2^Kb37Hs-^Y@V*lIuADBnIUV`bzFfXti1>2@G2fytVQfgP^SMM$Y=( zIkQd#dUSk!af*>WE?qv#ZZINKPOx2V`(=k7OMme@#n=PcyhE64k}|1E1#|8M1o#`t ze~RH3bFWA zzEPo<-z?dEE9#b|&11z^1rslMn8+Or{ipOk zh76Me-UV^ZzCx&(nx0rA_f)#nJ?$*Z*kP%Z7N9J=>Sy6i-ri?dtrl; zoX6{dH=NM0x(f%)%v+;y$Y2{mrk@Rfp-M_2e=qi|4r1mF% zlw~+rc471pa{ms`GOwe=rU8}jw@_T`qe!Bmu>(%+tJ95`GTKFi5XE~27z3mb83-mQ zRRNzJ(xUl!6+qE^_zJt>CcXip4Yhq zQ|o>{dtKIxyDQ6A7P<&=&)*F#af&BKogNH}x%K4{=_6QVTA+Ib>`Xj%s(npuY$6@F zZ-r8vr(FnR$o6zP{HGF=w#3Zu{R8>GWu&Qcg?#?0rejdc;=Zh22aACK(=h_u)=J2I z7Cwn{t;ec|r5g_cXld?-FI+EIyMRp$v*g0LxIw zI%9<*gd6|0s`m($I`Bxf>}8Ktt+fF}4TLa^&HRKINQ{-m9}!^#ZR}6G_4S9SvV0UX z8&owlM=Ay=;BLS5V-YHyE>Fw^)z1*y3)QqXxRRxKu|7WZZecBvmBR~14z=`O;|Y4( zww|;sFgso5;Qh|Znhez>Ju386h4B-ZASk>*ep)zvP-Or8FVV=Pj}>3gBs)%I+W;+z zhuTX8MiFu&H z2sy!70oyFSCXEVH21j9`W|SiS_2yT}YW=*Gl;8ah@t?opj@HdyH-;CfCB9Y5FfTG@ z2x2b6{NR!=6Xiiq;`hOITK$ccwIeM(Xmc=eiJCc3aBLPD&OX6^S9T26nw<4t)z$qH zvlM*Pkn7ORSV~xM6;zW=MRDN(eO*Cm%CAYTnW3PB&u9Gnl@iNi@=#6lsw53-`=v8O z0pkDGozH;yt<~a01w?_~o4Vp`&rvYZMkXdDZ94FlrtzmG&}7ss+4N_k-o1h@+H0=u zvt|gkESu0Skl!yub0?Xy*fFvY3#V6c=UdJoi7bk zP%tFBKN!9&h!jHt^&jsRT--jEq`BZq`!TWH^dhEDDdZ*Nb=`;XCD3y>-(K&x+KsDw zp}ioRpAPkX!s-7=r_cCobx}S(c09xU0dJQ}0wUoY5Lz2Tc+a6L?4@S>Jqi(9ksiP? z13Eheq1yHATYbJ)Z4nR^l$M48W<3C{0P6GP6>WOi+s?jD7m0z*gKaYNB#PHCX|K1( z*q9Q6q|Iqkta#tizZ=0^Uljee6i{9ioP4|@L!Gb%{deI#kVhZlRFDd}?B2uWP9BJc zeRXWBr@OmIxt*~0m7~S(wfbHMPJeKUy`+&f%W+iD_xJb7DUE+e`hh}XfD52xPhkAi z=l~Fd-bOK(fTHz&^B;(HZd`x6#(Amg9m?3_>@aLe$zcao9IQ_tyKV|4Pr7w%Er7Ow5Zmn!GJAJrBMxZ+?3> zYPk>(-T;9+BqS7L)bX|o3rq-S;@IlP-W7o&h>Ff2 z_G|p6%PPG!lVzV{A0a_S&Xn<9DCgW_T&k;6`L|)+;TzGT>a+9b z^8sUi;AN2qOx*T%uU=_y5p9DvjeA)w|`qSY@DBMw3_vDPz??4N~2EqL!a27k5n9LD1Drnig_n$B;Xm8Ja zS#T(`NQ1>4pWBhaeKZNNfYVo!m8Q$yWJVA`hsZ3Fkhbzhi%_`UMPuXG+an8Q+eqNf zp$Uq$O14c&`N$y73ktEndq)jBH6&C(?j&PL=lih3tn?`b36>UP)@LBLI8}+_`B9%eE^ul6>aW;<3GnIR)}DyJ3!s=6TbzqA___W&myChil?_B_u1=Q3Za=}Sq!(dyo(d{@ z9mo+spJzexF~Hwsu1GP<0qvuXj=YGEAl&UO3TmdooeSQ4LV0O*xmY|fQ<-^s3v9IC zeH>MC&AcKQ&$3;unGIYj%rBupyUqzR<5Y9or}FXfW+#|*iQ1ORajz@z6u7fqaGNa& zk$4YnB10LMxQJEeqi>6Gb{kpe4&N72QPU7FtSU+=P@|1G$39&^mt~;Sw-15uwNKK5OHZ%bbpO&yP=b(78=b*A2%mZf@v^ zA(nP_+34b@fBpbn++m0W?6^|Z~79jGo9UqK3mh-AM*$0C9PRCsRVC=x`S zL(|8YO>eA(l$Dtuxo3g{Ddfvdglh?k+BFvukS;)6>&8j#nQ1fGq(Nn~^dEx^=;veJf77L6hxa)O!eA(!iT= zm)&#?%+bk!<_W$@;2d9@;o%~sYug`zlx4Qyf7VS_C*X~r_Q(%PzM4EY)zd97{UH|B zCsH{usxyV}+qr`~nEe@kqt5=4U$vDs504cD~j6)%#CdX2( zxK5e-aoy49jNIA0Xs+heD)wNqv~S)evTbrh$yD3Z?RH(v%!jQV^;qHksBTB)ct%zy zf}oEo%}2r8$M@pgHYU96V7MblTN>A{_uq|!_&1MQXi4D0!9vH&@>-B6S%Mc;(W~$P zV2+7Sm%-j`qn+YR*h_TO7Qe`1<3Ytr9%a*N#SRY_e(}Wc>n%3I**b(4rVA>We3X!< z&@%D2X_Hrs4n#@8Nq~UZUz#R{ODwFv1zQ%c4@U(Xy7E4W-1MFT3%>l!rh=mjxgvKS zhTH*1420)>df`Hj5v1^UL@C4=5uYH)14RTXMElo(+QG+tbTosmH~9hTnw-$nre!o`&WnA8~`^pJx^c_j`3y4;Fma>#Gq%5=Ug>0x2Y z*T1bg#R%3!mqrfTQd6T>n;^5^imEXP`G9v_TFM*&x1K;d`F6hAM?p#oVdL(qY5!>7 zz{DjH2=4G9!Jwalf-uU-;+j-%u_3Nrvm&=WKht?5(dhBt6Du2=sG|x7sO@TYc6xF6 zHdj=@d@KF@@SKKTGCnNczH2qvVk9t8SqYTOpc04C4}hW#osvF4 zbFoZWM56tHr>6T=w}=?hXJTfS9k<~KjsW77rU=)6_WWm=x)tZ$Kac-@Sg3jKhW=Be zK*`6KQNKI2*FTa_n1~G$GgR;1MJTfjFHK5TePW6?UTE>%AiI@wrZcRB(rwrx;va~Q z#Lg*uM;WH5x?qVabz`lDg>(25I9bru4peUK<-#dTXGYqg*a)O+@iUC|Ge?=#2a43~g<1bU9$uV3^=naXzvp^$5N_2Dky53}pMPWa zj#I0w+*)G!U5g)PkqFiV=eJY7Pgw3=8|j^o;0^YrlJrj-R?JWfAgH&1K$+5~4moOFE-XT3L!P%O7I=$&l<>8OwvjV;K#pWY}?P zu$*~~j=szrMujbk_=cn=9TozeE*Y?<-3*8(OX5a!S$bUo+OoM; z=u`6|Q1ywB%NrS36>?0uICU4R%kgpMdgV0hK0OtbogFPACFNpI?rE%{^5v0nW>((N z&8!?D0)>|aJbWL5Ibg0}!R$}*U!nlnC}YA5Ja*kL5%$k9f}GtZFM@B~4w6ta&CJ-z{hx6}~ik@Ed$OMJIjtg1t7o|$N-JsZKvBMk5m1-i|#u~BY|`tu6`_j;Xl4;kuk&J*8r7Nz&ZxuDID zGUR>mJ@2&4^wN@yrWUKTmHwZ+auL+n0V5U8O!-6tgs254nZqUZ< zR#JIw>9lO3Ki$f${p>@*WxEt8uh_J{fGR^QOq?Ml0~V6VY=1!jf_%Ey#_^!^V}e?c z|L3%zpZ)tGf|-UG6(BzY$kCC4xIh1fEmcPXjA6Dy6BFw+78yxr33Or`DsQ^#N@HXEk~cL%bcxP@r%2Ay6P(GO9l4Pj&#}UM7oNb z5MN@VzI07PJa4yCM-g*619X2g0~EcAGQg(rM^a z0x#>`im+>=_3SbjN3rtpx{rFLMuG>n2o~eI*A;zGIa(kEj zyDLQ)3}-^Omihn#q6P1P=T0^&Y(kipDplrmtaz*hG_9IdFwdp%RgS{w0|YUte*2ittEogR(-r61EK zXI{sNrxI)b8uY|^1?`{F_+C|6U355W;^Yxw*wIuuIVDgIeP&88{L7=~p;|t zNMSIX8;pXeA^8hucCJHuY80!goDEL(THD$H?)j#lcmeJC*y>bsuiJv|K?1tnfPtCw-1&Wdr?$% zilk&qXD3_=r9j;^+86qg3*yZ$T&{1!4-OOb`4cDNN>d^i1jshrAieDYDh$*(3RsJq z<^D(R&mENlS*wEoG??0GhqFmqXE0ELV`AU2M+CiNGPox@?Z(m^sR=zG_*D%DPAl~{ zMs#mNwEOLF!@hA~hDTQwt9>uVq>~Q}JaE!?byZdk;Qk|m1^e~EtN)6Lq0VoPVRlPy zv!-y0%0D%nZCgymwVgFdTz1G1m(D>p@+%ITEk#g~i?IHji;43cI~6vG!ki2}Z+dcP z^+ZFscsyYlaAjLW25YF6DgI!JGsSXDm$=Ae3m~69R#3^#BDeRzH$2r-)_~3B7L%L_ zIJ&uhFW>q1xxj1YTWG$C3uYhepzinojR?6wY66|4Jpetz-+2V^ovbkXWRya8Gcj5% zU$~Q5MDDJojt1W?`%kejVlTi5q3MvtCV&A-FBuC9xq z6d;(JCUVFoyz8!CECYlKX>$S*&^iyvW8T^VtN)SRfdQc;)MFsaQFKCDR?w1-pmCS6 zgall+a(InZ4;>YC1z)k|_9oulh_`9#$A~C~;=u59D^F2F(#5Wvq)P>Pr;Mis?;pE| zKX#E>1m$#!XDjRL4EzFTPzKYLSc@wnw+m(AncDqs$C4BDV}e3l zFI-HL#ljH*Fi^^c!0h4;is2gl42ng z=aw5lHnP{T|DOPbSZg&;|NGqccYZ|G)^4?TGJ?-v%49SYmBX3@*kw_}^bX@27c8+L zyo8(-v}%O!a4bv2+uI9loU@9GJsDPUhcGLR?^%nEZl9Oc<5W(vChQ zG|FVS6uT5K!qEZXv<4g!?zT~NTc}=#&O*)#PW5k`^N%Vb7#K?xs&GhfHhDxY8*@c6 zb4Ozk_B8M8AOW%4&poh$ZqCrk3h!T zams9RqvgLw%lgvQ9+Cf`<9k9zq{C0H?|v zrceABvm&`1ZoElHvFV#FIL&rB+j+TR#<`vq7BtNpNwEi?q$Ca6YRBESgUu5v%_%k5ZwMuZ< z&c3&Z{UI-Emo@`OAC8g^9i&H4OtBwD^q0oDW#T>_9ur+=@9RTP!-(*xI3~K&-e{F{ zE>?&UKd~@!xt7rT3P4wrg_S@^8|oTvRES}_O}NhG z)^Ve(<+<}6tAZhV`O5HRiojzgrOpM$KHryV90mS(l;_P$6m4c_tmUFk&XNrO*JD|R zCS#wUDXUvASaYEPuj}zjlQZztJAq9yG?*NPHRobY(?GX(aOWEywIHSK3Gs;k4Qfp+PgW^I2J|KYx7X%aW|F+CAIEHJeNw0gkbj{oaV+ zua#hD%W1PZOofaWFHgPH=*>6P*kquY=_=~Fo67GGS{j#N?hx7R*ZFPJp5{aUn6&yEx_fkffiH$||oY) z#056*k$$~9o%?LE!lcK)wF3s(EhSIgF*D{zbT9&GYo z%tZJ?KJAYIHGqy$TgxK`qUt&xo43RktAk}4IElcu!>*w4;MfO0`P1d<@3q>W^E3G_ za$ofwmGcLUn@d?s>vfd3B-jKD$c#w_y1D*80&caUKYV+|rcfmJ1rgo}<}MviK~S(d z>cD(Q{Cu|$>A7~(XckL~tf^gN1XnV8IIGRA7_ai-c;`(r@E0v!vg9P!psR+c+0|2!?3SJxL+jEO;sTME7qCw zFxn6AYd3yq>oS5XB#uuJ>Nt=$h&1iOPxN!PXi0ZS+Whpr+J4bMo==pb zMDdSmmb@QfACesC1EiO`Sr{oS15Zjsl;mj&_AWBzM01I7%U~_nMA@BgXS@}|_*2BY zsW#n_ynOIxLuFx(Nz^lVK3xZHG8Dn3TgHvUWY%~&u zPM|mX*#U#BvGJwSE{OH97^{7vW8 znOI3FHi3i)A%5<8H?)ITJ-0L`rppUJgex3&>NH{bu`v(|D=5h#@p68mAye-EwJ>{-)Z{_%Y0Ss*sQYhF-^!6y~ctUGDGBcp7zZW zVwiV`x$%j|zY}pt|Lh$~0^OwM#X}2E^!v5}>kl znv-ts78dLMgM+(2;uNXE{<%_Q*0jBo>y#>@P|91RLEFJQjV5T2aP_iG5RH)!(-%pC z(=sTULqRdyk3J+OonD$r%j3^gR?E#F4Y(>%^qu{6goFpqot#f10?+&wJYU_%NKItW zr#@nPm|o~$60G$eY7np%!74c;1S3AuB}k9beeR2@@+~OGW@|X^K_F{@`#Tp2V)Q_?a`x={$N19!_T>v7 z930$uDr+FHAsEIbS1W^0?$B1xfeSceUcGuHT^7z`Nr7F#c%<8Hq9-tRtR_=kfr z9CDts_g;IgIe&BYwGzk%&Dt|{_;o~`DpL)7M-zLOu@d~>XX_XOCrf`C-lI^hOz~P zLd!Wc*&&8D0xX&Fp1DOg?(dyt_mdAtFpk4DFX??jRxJP#9ChDeVrIaQxh?d3Arx&f zcWmF(_@dX?O42;U4g2r4zKa<#0q)c2euw$QBT$6zIAq@w0_wer${8=peE|ri~*s2*jiM$zCZ}Vhb+7eTgKBE3SfQ_XJca&T&yxDDdh#*fl z-k%n_5X#;)5qE_e_A?$vbT#<=&@K82kq|hiRX}KZg#fyo0E-OtbK>L zuc`^F)x@88W4FR^kL<9qs;VE1XAu(jISRbytIjfwD!yVWq?y#IzcCaD2oEP`|HPRX zr26kAG7tHqWH7^WopA>0fD$h%!?@Wxr&2dMad0A=bJm5o_b&qOMmP}`%x7r73bUl3 zBsk+5aArZroW$t6a-jhX4YB| z_&#_5WqL3Q(K^YPO;K5y4-Bqu&yPHV#TKWvQ<$hdfc_rbXmUh~R6>KQ9OJ27*|6If z8m5q_*bp*P!%B#fh_s^Fa*EAxMrkQ3o}HZbE$AQbkNTCtwU@0SmGp`&Hwz%v(m-^5 zr!}VyCK>c((MLlIhj$d!FpfUi*sTMPS>?Q13e=eErv4;dxeyzds9ZG<^9(acvMK}$$*X$q`FXyOUP&cQ z2Qsy)v%(V}m^J6({kbS?Bihrd?|}jmu;x1*J7xWBQ-(cX7^Im{|^}s9*-QoO-PpI%tyWuXP0$%kSd` zcXxsm)UgxqD-J(?r#1NNHRqObdCaCN9}x#~(E>Wguid%aN}NjTiw-MN;5_SdgJ^xeZxjseztr{t!8!oii zw|QaTG{oNwjs9^^^Bt@?LA%TsXwBcrTtsQPZVEk6hif4|)dz9?V^ zV17Ek+2|Qr^n6n`6kORFHs*Qk;N&LoF5P*cXy-`=6jUdk}niR{OFi z&fde!$7-!9P$lwH3i&BA-UkZ%ZWKrIaMg}k5d|&X&tCfqRmtYHJcY8PusDt=J%tg8=)*z zm-?~LSuPE|gyRXHIUVvV7tV;T;ekJOBvC!Kvru~Aj5CVMV$cXV;8g?t8a+c$I5W9T zFTxP4yK5;|;GyjXGR_=wj|tr1|6ZH~K~60>8ZUhUK~U%8^@@$^Z~Um0lN}&4%P%Yp z6lV|B#{;6z)AJ(v0uFp?g;ddz-Em-2R#a9Nqg4~;j@P8?ILZyS9qP|6u^VEyw#URv zDvgJbjJ!!6F@exvzzrM7+5{Z0;!#2*r=p!US{(lcu7&O2sFHDJz-NSJ8Rxi!+7Ae;W}SL08xC~-l1+~ zz=-DEa8bBL<`}QR$Zzx#@x1{z0K6c=w8 z(om0!L70(G5*01vZ%dF=;FUg42uMkb} z-r{cJvMwF1iRqAJGco5DDdzrYjrf$W4TteNgDsLSo`%Ep$`X{^z#zN64ug2}s~2}; zt_`)cjwqLC!JBZVJ@&$s#`PROaGpTK6*9{0d2gL)bKDVen7+y3Txi&s(Ilv^+=BT5 z&+P*CC*xP{%1tRAP7bHf3Ig7n@Iuc^kNP!<6t7~!!^|u!-Z{+!_in1!ans`DlH?6y zHs#en7WDhO?x}31DDQZzYv0vJj_{KbA4y?AkqO7zkAkkY2zhxv&7_&h zXsleK!~H~>1iJ->tWgMMO|7J(le3Am36tdZ_ZvbC=3u`RP8cm~#%^IK9o`hu)R8uR z%Ghue=Tg6+9Jfs_eGzi_P~JGS%_iftE&{7hM8S+HU-k@?QvESHK0+L-nXeiNlPrhd zgf!AC+iJy{14&c3;lIl!JZL^wwBPOPFL;5k=Qdw3w<#kCQQh7adlBCP`NB`YegxK} zTkydW6`94XxjjZAnY}kkF~&4O z=03_qLpH~bE}s%buTDl{j%<24-m*Y~wRxi|o z==aQtGIqmE4Imwl2Q9ikdQbJ?Zl+@!h}hdQPZs|>-K|bF7EVS-6<*ZFY@q7_pm+m- z_oHB8anSOm-SuL7JfC(GA~jt4YG(_#s+JWZFg*nD@wP2Xz!3A*qMvY53Xj8ykt5Fd zw`ZweGpwd!!!gl3OW?h_R!8>qm&{ROnw^os(4D0=_H1{1Vt>OGk54+~yW~PC{3pHj z2y!Rs3v0OGXs*<*a*!7AzJv&^e7#329j}wRzYDzOed7B|5NpAcbD?^^?af9ye>j!SL%K zVS7B<%W;;i#rXsv3eE`vMa5 z*rXs?yE~{9Dm2#zl4NC*F?|clq4!Vu%uY}xpH#vg@!j0q@cEq>Md7fvW~&1jhi^P% zSfQ{6H_Y!I-$?JKDATYtn^Rl}7G1302~^yllGYd*q+sYisZf=3FuP2iLsF3@5%_GI z92ud%yIYVxM~>0WR>#_m%njW-*gs|q2@$PomaE2<;WIy_cfPvU(1a8!0nlC4!to9I zkg7G=f!AZTb$u)J4vo!vKF{(%P@RPpzw^6v%vJvx&$yFvH!O8_J31%`oTxQ?Fr#fL zyN)Tdfk0NZJ^Iq8NSEn?0fzWLa%tTJV5zYM(o=Z_`Y3mC%CX<0#!blGVZKFfQy;Bx zT(d7DJRUpUvGV8qXTcfBmA9w$w_%2C?K8A1xWI(wXqs5Y`d6eVd}|l=@R+x23$j5ZOb`y-W$6Ob1RFHM?o(E@U6Q1_s?!BSgIsh>Ai5gGp^)RDQ;*&X}o&1K_F93_A79|${S+WF!YZgg3J8t{*CwTZFj*3 zELC9VMYv5xI{WncD#GEyXpFhSvp%AEvn8FuE$#CNP-{0m-5mtik7NsFztI1IixU`6 zK7#8CsEO|G?z}@Yb}A*{M2xrK`0nrF5?kM02Qw5&YYFy3bVbR>jLBu8Zg~$_M6JW4 z$1FEd-FZGKac8M<%6WUk`i~PoM1ApcbPY&@YCM^+Zhvs}o38!-@#@vzGmsjYaeJ{t zf@ywbeF4;bPB#HlutL&+c^~tW>EU0c_XuvsjRZz$58DnisP_P{DH#kH{@W=n6@GmD zXOdDhIA3R>-r~gck`u1jeu?U_`i7SeV-z2S{54M`N`GuhdEZeyJ$NYXaS~ZsVG#-pRDy(!i6I$K>JJ*N zW8pN!%hgd(`X9@X_~ZT_Db*}aJNqW^JlVpA^hQ1D=V~2`?3Xw0T-$p-_#xsC1IT_70z2C7vNLb=`kdIMNFTh?`qUR zp#VTQDq{j-0>u3%*V)`F8@_K~)j()=mDNji@#@2e4;~L2BrjyT{)`1CelH8xU=V@MR&afQ+$wI z5_|=;MGL0mw{JfUdJ%xZB*kr7J%La?0yk396?jFY3!rWo5jz&5``?k;@4kZhc$8mh z0yQ|{kF_QB+RR+}X1o(-_g}9~sin%9SVYn?RYkfJNM2Iju6%-Gp78GwsDEQYy?bDWxS# zk9AZ|=I7TNqI|uAsZqtyA9f!2>yo{ zHTqPaI=j{#NU`2Td1`431R5AOF1eQO=P(oG7I%$te}v^&KZ%mgOyEL!@6Nk8E6zz! zXN9}sGc+W_N0C03az2gQ-GFQ26E*We5)Q6Oemla=_;v8VqM1Z!k9|+}Y+ha0ULs=k zIJOZ5Yi*S-A7Eyq4+I(5C@5K9pzhkPm&1*TJo~_Wnz?Bc1Ay)Z<$0FGO-*;$c3w0m zFFE1!^BVWj|F?J`I#&=s0ltBkxcGWYd!ql=Al#U%^ zM~!Bu?NbhSW3|#`E=uBh*A(d(Xv0%hKJ7cX2aqS{Vq{M?b7H$`BAoM4F_XX3 z>Y*!HvZskf?pG$w=K9rb*Z7Wa>W8GIaPw^5tT_}J(%F!rs^MV%PB+46XA?%v=9I_?QPid58Ch;-!69Qp1^f1p?nO%Iv9Fw6 z^R78^B%Kv+ZwFWR**T4;lDuU5JP3A)9o&YN8%1=xa!B<_WmgB&)RF@GV=>1#njz#C zFN>zLRt8t3AtGQPa_sF}``a;&re1FKB?GzKp;~lnLTgwD>SR4}*twZ_ve*%(Q3WIU zyuHO}dVI>C)N~^S3`LXgOD5;D^^FWUP=ftrCz~uYl6O$m4v&X&QgK3mK;(UgGGeWf zFyquQi{pM;U-MIWFvA20&mgm>h3ab*d<#Er>|8!(bY%_|aAwYS3)Q8LW4AL?B(hf| z@YxMxIbT0vN`r;bpzlnur{RJ@IcEs33dr%isN5~d5Wl^YJ?#5O-1o8yULFNG%gFv*N@OIq$pH%XHe$-aNt(na#p(JYwALL^E%q0MDDU(d1#FEI($yu$Xt1L2q!J2p1Ydef^c|2WY?<99TY_attk~M;1 z%*#;bnQ9Ve_T_1H#wR4~VU5Tgo3p%1`AY@1gh_#YxA;LLY3lgyD14BYas0gCA^=#} zPo{t7=Z8?eZ^XQAx=Gl9PPd}t$*rR8N&`#`me1+}(SCn$CLVq|h3%uK|J0Cvwz04N zgKrKSzsKN}_Dm`9`?xMYC{Uo@Op2j?Qc>xBVNQD9IgX|`gbN8)1x|P0^Sa*!e`-C> z9gxQ4VaU2gOIIzr!9YP^4D^j+U3r|;HOt`4daXjuUPf@hb+u>TnEjqh-)OLh6DGKJ zLn>Q#ka8x7WQ~I)dezRNCmthPn>*}Vd}XH_q9?(UyFuyK1og>VfRy`+xXaCL<7b?< z_-`tGZ{ZR3e2Lxs1C7=}k%X_538`^a15G%&2>JI_=WWJ6o+zQ`J`s$a!V^HU^SjKR zBlj<)`lBSAv=LIl6>-9`pc1~nG(GN!Hj$E|k?+EZqzJjdtLE3Bhc;bnhW`f?cF?RT z+@A`ytj~+8ByGrP>`@Dlz9JAdeimW0V$ban(G)i%HD>Ra?oJ_xC2No)Psdy~#K)At zXe4Bh%JWdfA`FF&GD<5*qRtxB?%*n8YyUeu5F?uVad1oDIUP)K**@qX&?BDJJLgH8 z%TaXuP;S^s^Qyp`|CK(yhj$7zce@>{_jw}j|KG*H4&oSysB>&)t9;8f8(sipp!uLj zPLv6)t*|&XMflZRAEdfjF4af=ERqv>UlZ0*Ss7haKy6RRtQM?=l`n|N zX?c0!2uXjKZIEQ;!VyH@;{deC&gmie%dRE;!bKE&Y_@Ne`- z|5cN_x^`V;UW{Kz3FW=VrH+pHoI00_r(p8}-&}(y&%Y!3^MTj|mR ziw+&(ZF-D1IGq5}&Bh^xN;WCui^9j@WEK(}edYi?P#pn01c`$sIOMJu9Z*RgR$-4= zrv7Iz_6=BWjiMNLBgM(plDOoAqxv_@(t?cD!RS=45sfIk7es@1vjzoh0dGBD=G&;S z*~)ek@>tUJ5ed?RW(7u^cVCKBD{c{NsLeWXXB+J(K&NCAWJYiKAu_*k5w!r`<%Cvc z;l-5xb2#~@-h<2NHB1SXUsc7$b(GVPQR;Pcx#5GlDI0h{K;sCcc_W(jr#E5PjCZTB zb}d?*oDYGYC@LlG-bdGACt-Ue@_a(`L~+)|Ysj;2L3=o}#Z|UZ>(b5kj@kgAjgz*NFY1>M& zRQpFB$aIuCL@mT=;<)GLQpwV|;hT&pV=*V(G59cLG9rGfj?0I)E#ZU4o%nPCzqOtQ z>-V8vux0`Uw?Yc}Y2)zjw7=0Rs=^YZa`G5*HRx%?Ovs^J8lUk|dZ55V;A)yfP2eWd zLQT{-9Vt_kH>J>_RDuMOBPgN6pz%j~S}agSlLpM*hMILOH7;-buM7cV0>FMC`Ehb$ z0;mu`IK80tW$MUYw0;`rF^TvA#Gk`YM@Kp??07@tw&m2DO_D7V~t-%|8o-KeT{&CFi?Wy|2ndDcQBMT%k-~<)U`uId4++A zPK@e3mfEki&taDOud^R!uz_v+hV0?- znM(n(o;;yndr)k*MU~9zIt21L`dH;r8fs64guMLxO?>EfT5h@@pDlPIcya(~w0;>c z##FV>F2sU;1YN}aLQpa~tGA*3U-@L22fz=$yHba<(>i+?VyN6y?YK+K?3jF+G0VNf zB}C8F4K4DL2=S8WiIU963lgEkz{kj18Lh5_TdBlpu~O*Zt^)GXFXbA&J3`N{FQddH zMs<79nKY2#0Z}Q;FAJMOzNd>bep>$XtBHzAOI2BHJXh?733yF}M~RLWn;cxvON(E$ z2reGI2uNc6Cy1Q~jfs&JBobyr9q~_{M|$d;g9yH(3ML~NgPVi#bij4`Q1cV9oDtWY zSS}D>1&DZfZ50iAmYJ>Fo!DgP0|}04!hR3Qqn?gD4=JMkj*}Vo_;-wuMdZn~O=mmF zMhSl|_9AT5)wSV~ewRLzTVDEFg2TVzZihf zr;w&1ew^tJqp9Q@#D^ZS50^jn^LEZJ26WpY-Z#W(erCK;%7g1)V8|LGR_NC3`Pm%b zFc|Bp;h?CmDniGV`Q-`Qu@xw#$TJx^#``8fc=gd7hs}Z{1S~Mdwi$Pre$|rVK-m6F zzz9n=z`0V262nUj%}pKbX%S!juqG3zx0rP&`rql!;6Tmqj>m-#1&`zpE-Ybi|I`zu|o( z@JFHXuFpC9Lv{{)g^A_mmJ3aom3eWxJW0Dh@DI%_jcjBQA0HoEZ$Q({(JTtY|R_-5$FuKdX&paPA`GvtZz7=N|byb zH!Yk*3FV6hY4ekt);ppO_m?jR>4TF)PWO&^Ac)R(KB~x-tNO?9@DV>D8~K{%Px(%Z zSb}G|D=*gy{&LH)>!XGK{i*N4R_=97Og;-o+pt16uNxNa!ykL+L7kQ%P96&fz%=6I zovW*))oPZz4wM*VvC=Ve)X{T1tgN%#`;Y=2ay)_}+B$1Jv3+Hb~%yK#`Ie#f#QWuqFu1uyl%u>Awp$9Cl}&vwD~ z5e$An@@4DcdTaCzafvlHkaTlYz4l#^gk%Fa7WQLg!ZE(v^ur^R%b&yWDad0|*g!tE5vw?*~{!xU7 zDF6))@iTs_LTH$eXuB$Sb1lOvXrgji5ddGY+^9fl9LL58&IyK07zSKMJ;G4i>-UtD z$(R%7($r*$U4M|-nyHOz@>rZ{Qo^z==Am`3O!ETSHvdm{l{DcMgay7RuDA977`ua z0z}r+B^kn^_1`%5I2}|4vKV9hh6P~nrDSLQH9eAUXS3YJ(-&>JcsM65Mc&6WOrAE# ziWhzH6o~jT`7d=$(=(@g102WZ0)Q@>OI;S&`MkB%$W>N5_zTSVbsqi57Cwbnat7Otv{ z^aSoR+frm=wjPmtbeH8+C17guSXp@oI&JYhm$lkYV^JvrgjG}+E2HnwRRpSQV53_y zhAZ0AF0q+boi6Mx_=mF>`x=ok5Z!dW*=^gJqv?8KT%wT(RC^60$}5X=s%&X9I~fj_ zm&Dl7yh9s(ESiJJG;4}JV^VtPn|WA7+$$~ zACB|s8|7B-ULS}=i!^TYstCg8Fab^yR92JUc=w3)p#SBH3~XA`l%kvjR0NUiyu8u^ z#3UG9@q?7(W(h6=09=iS(WTpVG9}tLk{Y;jLNXof$V=$bwyfU|QX9zH6cXzCH}LCA z6eep8aq8NX!J(|y>caLS(*a;I8C@ zCu~BJe9a4L4>uJj^8D!&g&h&y%$@u2+_Cv~VBa4)+%a%JUM7e)9erbi9x9DmlQ4W5 z^E<64dK0B#!0LjR5}}P*n?Tl!1h=xVGmdduBi-7FjdKcXu^$!HPIMSQf*K&eL7DTD zhSr%6DSg-U8;d+ys*S-UW`YrP!qV6WcX5ng!&GWYe2(;~Hq5QVwwfWn+aLhV3bno- zI>hs+O`VTM4zVX>(Q>&fzV1WfKU@ecoGC!xT*ecjT>w={=T&|S?h_-EqQ*H-2UBbJvEFKO;;MnPkSHn%{4aN+oacbd!o?%dNHYMtj3rn zK?W!==arO~cCsQ7dq3D6w_YfK;+;gRHsr+Po*!(%fC|L2@Q&bSVG)1V_$14vynv&C z*dw7(sJYu3iAGvmo9I5G;}z!0v};mTqoE_iocT$AA@NZcB80rsp56Iq>DTD~7ruRC zk9PDw)GlSk!8<6Ns}g@s{waQVv~0htt9lT&zr?NhMtz$OH`az2d^f!;UUm;cxDspMbsyC3O3b2}FxQ#+0_HaS@qe#5>gs1M&)_?3DR$a3vi zK}EvN@$V!R4KWnAB!lkMvz>ix(>bXU_*=tBve9@YGM9zUDwtTIl$D*vXFmjh z-XM5&p0QpUni{+fwMa8|I11s&?^tbGUqj-gi#clR8k9Aa{a1DjgT_XVkN+Jm9_Lkf zFQ&c{<|`rh)968;NyeWa-~|c6|(qZLy0rSYBls3h5HbADJU8xgI^8%T{!`~AxZ-VzVsi= z8FTzUU`i!N@2s>M3poJZC-T+bp?jhjt9BGd@Wtf%culnKa+q-tN(sp^0;6w{5!UDm zczEqYT114o#chGb&nL3H{M?Fb$uTOhS@4MX?*E)^@5G$M1m09j9diHAQylWq>pZ?2 z`ck{a=?rYVY~D{Eps7Jh&9D8JU;A*V!0hBG@a`@nG2R#*A&A#@^%bn9rX4k=BQ-|C z-9z{93{D6uIUYG0oT8eVG|-eIBO~tyb!I2Cn1TRFO3ct)h>s(mys9ehnDvsV+m-r> zLNHsr#C#3W#-NJF^E68h2xV>|%OExEi_kAb_gdH?azwFhbmPpW@JpXz8bC#$oFgZ! z|CLGR<^e>bk<@!65KiX>H{&wl{-JYelpJjcxxhd{=yAu;8 zO2a1;yaJ7^-0J;Df%DTZ%+0pcqHtiQmC~_FPQ2no5>Gs|&J~qOOPE|?U_AU*GCA>+ z+6N3OA!&EbcOc5xP*?2D#{L1&Xs)R?cqTTBjd)P8gk*8MRI_w*NWzZ^w!GG!v0^*p zEh!6|+@LY%JsnEDzWiB)6j**#W&bfPu_c~zOLUa~`O)LpJ=qTUqEY4VvX2G+{Z-Zi z%xI&ZbB0$cs;UlP&c^`+MlE&=pi-R%t}UP+5B37RzTJ}(VBAN=?2e|1FlA5m-fMPf zS!&d(Aj{q%2^tcDTD7fp0PKu*}jMQO>8o-KPoRScOq*aD$8o8a2HdI1bLh%48EPxl~*0-WWp zUrYn?;)aYM>NuS<2|{S$lOSA%Sju-rwIkk7<)OTW@FDC`??_n3}>y$M4 z<6SQ#?aus2_Z*Q_{`~}C4>>Mu;{T@wxZ>uyuvl{JAj zG7AU!?yrrQKS&HT3B^bnZ#ly}*vXuko3-FNecKtE;a?|+iUf>x1lpr!)rRYr3v)}?Jr5~c#l$;a^YZkrlh_s)Q6et@z z-~jpj7Ml>Eaq4+&*|i^{zI6Zmn6PK%Tz{=SU-OH(4Q>|dtAXs_lyvcGN&>^bTA`sl zJRQ68%9!zZY&@Z=obr)yy^2y1FU{nxsxrot6-Z8Z-rC%V~Zw`m(pT)}a`c*dVFKX};4s zxLvSzl@-!UiZ(enmEL86iyv>;d6E!P{0-_XqR#!3Xg{tB+CGl~9-2&v_$1#FSz@Oe zbhLbz6()S2N*5$kO{18hK*{6DJL0d6syoB8^Tzw%=cvlsMuoo&JHIA|IJOOB6)yc< zK81_xl^eUV>&_@-XM1^WL)5DDUQbO;9Rf8^fhDNWia=geH`8E(x|I=x-E$mGle@2^ zgx*ju2j9n*GGgq+G<+$@dq?3C9usfp-?}8JC7$K+kw`jcEQk=VwpkI(i-k*9EnlC0 z?=X0>Z(>L*t}(@m@(_WUYerD?yGd;de4TINrL*ek6Rp z?Fx?|{xEL|-QQXADc`IinAFX(f9pH*L@6`|LLH`2k;16{L{If@kO*KqBlG{76#9ir z6&kk3F$;W^VBr4t_V!jh-`vab-oo)p{M9=@L&7h^W?8Ox_+G2_qzF(=HNRnw1&MbT zMDo8D*VRRqmC2A&++k<%WoeIbv3}6#L42<%eUG`@EN5+l@~sp@Bc8ebXf9ksNe;9~ z)48n+%ImO2&}KWlg~pbhV4v46*voTb{O9l(w3v$|p*#wyel54Tr}En6%?U3*X=6ca z5wpOnbWwTM9Lr1PSgDz)#CL^#pyRHWqN^YrQ#Z}*ozNUBs;D?Nq=EyXaW9J-blBP{ ztUJK9{{?7_5Lt6a%FJSIx+l{n|e_RLo{nNh?!R(`a#Zl0lQj%?(*s*Y`lTZSY@LucOl8Wh)bS zyqx?yr9j?dE`)`ff50au))`xmff5|cZDYLmL*2vs%s?P6q(6Q{{Ci~P8Y`e5)Hpau zk+&n~d`QjNvx(Nj!g;y>>=kE64Q~P5P4N2XxM7O}IFox`@Gs9*dA;EdPG-_N63FS7kHih!ae;Fn8Z@ezN%w| z6d_+B(*i<9&}*;c0PWG)>SWVlEH_Fp>Tn8wRf=`#DCP>on@L+1Rkm+t9$Apbfi(%& z!|7*-+@VY!H-VpS+DjBx^Ua;*=yhOiQm8<5Au?l}&w|r0938BxAt;mM0RbShtTP;|Zg}a#U&Dv}18nmRoPw z@IuUy`Z)Q5u%TazLXby%j$>pTgaPX|tPQ`q?HjE_=8}HmRZdvT6(NW&_#TP`JA1m1 zC~(=rpOVcXo;s!wCEKT*5zOjIFddm5!ey0falt-hnr*|~6OCWwV{P#AoTHP$L9IMp zH8g=AoFyi~3n`F)lzAO}ZFqF^hgQjR&Vg2vL4=w#}WV9wcCb1Qg@P zxBK=E)%=G6UFcV8Mg;yM_A`~mLt8}%H~I?9bN~KP?jM-%o%GtT1q$3RI`kN_>6GgB zhp`pzN(7P&c}fTQ3UEe@kB3gr`_^>8jM=7)1MOnu7g)L)MysboCdE~ZSYg$lS-tE)*4L%3D(%k zxjUuo=ScqO`t~VdYV!8KTRFAH?^=lB&u*W%;ISi(qO7W}&fK=rJ?bh_5WW-n6d93t zFLk7seo($K%!9e_vz7^_M5CN;Z3ZhQUF2+Mh->x%6JA?4BtlADPb87#I0? zL5qLt**cF=oH&JtV}2*6R$?>hT1Yl{5DA&U5dz-t(ZChKaCZg%NN~M#{%z_;{u7W# zf%5w+NRx_ce7s+I7Ia>;3!cl7my?S^l=y^)ho@(28w1!5pf&(wMLj(|pQooMimX)+fgs|=0{lPQu*6%`=f zN$q$D%=GpQnG1^QO%CkeFqs+6{GBZXY!6>eM$!U%4fI`HQg~)6jKOCI#>n^6aJ_{a zl06r(f+bTj*2`u=Z#B-0lmE=sM2xGDV_M&F$4w5Fxnv~I{8)R(4U400;%OT)72oG| zNpf8A7AM20d2T>nZrMMnPy1m7wL%yo9_#UCBF$GDNBaBQ*aQWMdO1aDy&RQqCO+^ z>I)LLGc`Qb#w!;~a^mz5d7MAUU<*5qZZy!7J>ZR_A8q%lO>*K?kw~Iqd}3s*<{iwX zg^Kx%{Q1Mie8t||W)opul34;W3~Kz3n5yizkR0sXy@z< zi0Y?~n?{-s!YWFdFCA=%JBh7UGtRRMYeTUaUP-{%pdmhow2Gc z*fF)y>A#1i@EH%0VfqG2NPNb|-Y}n!mUtz_C+|f13ot6tdS&MM#Yl;mWe{*enMBFL zFJDuBqJ$~f5Sy(DlC(FY4-?&J_jGh}teQHbZupobd8=vJFF9w4#2dbw=FFa7!~9l6 z7*=V>>+O9u8JbI=nGNbBqtl@DJImg{1G20DL;#4Qg9A6~j% z-glGP%XZn|Gqvt`bo$Abo{~ZsD^4x~DCz*41+s_zI#GEGdf;dVw1Pkir`!HvP)@ug9DKbr3vzd3 z^$Bfzv{Y|EX&CMeOV;f(`N;;FcT)5c2Y=8w9PCfktu_;q{=65EOM3k-9^!Pe)E}^o z^CM3>d2G1u`5JcAMOLP~lV_TBJCf&C4g!Atk{`^kEKcXLNWK8VR#q^b{rdIm!0?C! zngsVqN+*%?l7zY{YINjxN>2AXyQ$Q=Hbi|8+B&(NFMHCKqx2VfVpw<00#(R>+a5Fi zT5m)sS?N#?Jxtj9b3T8;dR_Q{fuxI*h6Lrf9&heOeV7`RZ=$^2xi$tSg4L!gqnZ^C zqZ5PQ7$PRMs3~meQY2D8wkUjNdx?yVI7QazY?taS6P7zws}sBgkJ+y5B(_qjmSuhq zgJB{}2F`1hF>x zHP&h1$0HvmTcaNmD=F)lpX;TRW#LxOVX294LtPfXuM%bbVXqYEpXR{;L!8Q393fy1 zHG7CxSwT5YLYgrVN~Q9X%!_d6^fx{0e+Bw3$UXCTJkZ?%GB-lH`^oI5o|n6Rw7l2M zM-C7=pI;l&ysnfNBvMcen@r<7VygFZ4&16i#99{&VhXz}`@!@S=Et5nklSGazVIWN znMlU>cpnJK$`7PGq9volt#-0~?FeskVBQc8Vrgjdf7OKjs>$zWiVEWdyU`z22s+}; zV;K^lGY6n~Bo?m^Hl#&9k$pH4dB7t4$M$x0;F^#PLlQ$GOj2dM-ifGf$`C(L_^kfO z(w5i7bIR$fg`~1lhS(=NVy1Gk=^qv%<41bJYB0TMXud_ZDUoeQ8BT+@oSdBC=sF@I zLV|(11YyOF`yN`MVocg6=KFd1y9TXKoKBw zdF%4x>^ri3Xbr|ynD5T11U$wiF0ZbXK7Tgij%m>Uxd5T3@%mhE5^{(-WcgKf_D@<- zJC(dMrNUCeUWVI#>BBZ`F`MyF0;;9K-O7l&L?+4R3)-QHwWnuOIiRcz$m7SCmgH@0 z0MND#{3TL6>iX&`N<0!32`S^$uMzkd9=*VBdV2pz5q)@Q=^?nHAKj3g?kN|K=}Yk_ zqy^9~$?ca^fUkr=&%hvbdhKykH#0CiCN;xZgNO)!Y+*o3V0;)PFR(l=(li`NLnv9T zHfz=J(|(6JVDQ^tLR+<2mQZn|Oc8+)^X9FhsWyr6 zC_cA*;0*4j++Yg}3#X%FCPp7aUB7U9LC#eE&p~TJIu1G+`(CUe(tIrL%D)9gNJg=cK>$>7u>t(%m_Rm=bd9Pi_VcNX-;_@Vk z+p_T z2jt-we179ESKxFIBkC<~C{rCtm>kh!f+Uv?zl#>>(+|6(U6MAcsFnXd=MQ@UIoxVp zXoB%z#BjrUHH20}63 zmMf*qPsZ7DI>N}vT{;+vF|Fbix^clDd4yHDupk6B%mnS@yGu#VJi5%3IP`zuCjQhJ zft|BJAESum_{OoDw3MLn2UI+QRm9-PrgE}4T86^Fuoxac&PiWngwnM^Oc6~UMudeN zL!GjwQT{B$hJ$()pXHzBsOn;0Tkja(kgg|@zyj}(&*VXI5o_nhIOM4rHz`ofp)b#% z)bDRI+Wp$jOMzu3Uq~d$(VuSmg=$>R41U@x*n-5sTMGxoHQ!fjV0@*59mPn}T#-+U z0ANF1T@h1m*4E76#6khBIV4n6%=bGE0$-E^P3p)WPL%lE-RMX*$aQa2i{D%BTGmRR z$O_>4SQ3d|3;Gn=_&`M`0|hFp@f{(x_YnbTo{dNl(7=J-^yP^h>lvPw3Y8e?k|2l; zG1AjpjT!t7*hU++O=j1Pb1RdwB0vD^|2pe=SeN%;LN=AnlQEuJo)CSd!{ba`N2@-l z?x5>%d0K>4HupnemHCV{xv`hbaM*0K)w>{lRsn(E{}*}$um(t$Dw`vA z8$S_I(Z^nY?b|xl4Ij&IYs3CfetO=GdV%fDjr%brWak&93Cy48fqW!a`+=+Itw3Cz zRiIsK1~==V;Vp7wH6KiiUN=@NQ^WMGyJ@U<^H}w@G=ofxrgxW38IEfZEiQL%Od5p; zwJkOw0+8Lja=(220>2K@Z#`&lYHHH5AEYv&;AXppj*%&ZBUDqIURv^;UGX1Z2RIp; zAGBTta3_G{_M+@#V{Zkj!bZy<@^T8$CiiFOQ2f`NRX;nT$7C>yT|Kd|lXIYyu@hmhxF&v@b4*^?+sz%-7ARkunCe5K4elU2 zWW4O*pENXr@$m=?fD-*PJ7hHeqkiiVKOYrOwBHpsv4TCE6n8M#DEicuz%#FhbX$9DOf_t?Eg6@+T z+A9;wO=EO!=OQ!YvI4FFrw|ZdK$-H%q~Cl{yzp8|MFR>!r$w5voT9;L_1rc02Ncqq z7L^`z^iQa8H-W@}dlVov9ID0tIw(lGp*~*D;xb4@BN)r+s)$xzpf`QR6Mg(ol_|E8 z%XDNy_PL5f^*{J1x*SmEfybjKAvxKh69)G*+WWz<;IN|Qcpa!2IPy6aY+tw~8YyG- z2bE9~B8&Cmw~yUG;WR%#e|qZy#;B3Ax>DrmF9}#j1rQ_&ie1>Aq^t|U;SE_5Bik8f zlceMgXWq~vWdXK7W78~c4hod&XlEKs34BWt_U`ywXY4~qg+m+02@C$R31+3~5-KWF zG}J>E@h^gPqH3I+^I7V|pd3JWumX$u;`Y>y!*wW`MR&9Sf{CBO6|XX^s)vVGuYt$o z%#4kV4Z`k-*=dJ|&h19$F4!V=O11y$RWSZ;_cOo9sQKlD+qi?3I~4%icR=Ws^h@IRz!>tlntI$__y01ae#LtGS`vhWKbTFL7#c&licX~{k> zD(ChPosd3Y629rxKz4C=CqRgrHDG1-fE|gIZTb7x{(zdAwHCVL!|N)pQoDyNilMV? z3j7A_YnrJa44R1T+$qNEelD?Bne?y&OXj~b{k+B-XJziv&@L=oj0pNqFyMWk);k8V z=3)m(y12M-V*lL;-(I8C9TgGai1M?W2|kZi>K*Ds;__U!7)g~8c3ewnYs|0Yr9{g- zum8HK?=H17Ggr}Nt!qJWzN=F@K6{BgZP99V80~|Qj25eOqW6kz z0k2;&5bNNb*U{9tWLXJXO^Hw4j|~OvDn}q%cEZT`bAnG@I6P;oLUn2J6czD$B70h| z>6*uUY4KL9C|YXntH)Bc{nt!M-A74_B)hIVdY?G>jSH5Pnlw%FC`qW*8b6)WJeOO+ zeG5gYL=?#MWW5)RTyKN#bgIjHYSrAF6VmX&jroSiX`To-Yux_ZV@zoc)J7v*)oq%F z(J)~|__696+6VsW#mzOO7lF!-pr?xz`OO4nPqb8gSslGJ!k$CX2wik)GpV8$H5!f zT?7$oHSfxbnL&L8>6=G*thSK>5JJXCm<>55OI$`7^0dU{ z&f0;s9P6GK`L!kO&CqPz2w5<71?QgzhxDmCuSW1uQfIllxgBriL^;ixC8Z=dBXb*l zN9jiiX|+t(^kx6PrKmx13f<(q_KV@uJ2F~RG0hHeHG^sY&Cc(cdNXbf*2p*2pS9vE z|K;0P+D>S9A1un*$)R1*y>H!)Q?Q>4aUJrKE(zeaueXz?eYAI^vF{dV?fm*}($ZWA z0YmDeNeop-$0sdiBGLS{tEzh(>&sdtea9CbX6uT8FA<}bx1N!{I(+*n1@qytv_2U{ z)A?&%)&R8 zE*85ef1ouW`KZlL#3^k-pw2O%cBAr6GJHIO}$0 zG!0c{N6kjhL~1@H8NQO>B<8t_vG1^}%h`Gq!D#zmG5a`aZDox}SK=9M+S~)T)8B+i ziO%B+4357aR5y5@*>p!ex-HtiYSEdzKmh6x0{C~&-cLxwym}Uq3OIynV|;86$?;>5 z)eX!hNVnyDC?jOmf~|*!hv~({GT~4-K0an-WTb*$K%y@ESeY0ZiDwhj(ySv}RFor; zN~ZcD68}7=)#6xu%?$u_$j(|`Hrh2wyl+0*@;oR$p7)$SN= zLM#IYqNr-41wqlB(}>{BXgrKzcIK5LvD<(mZu9>}r=}v7GCLfUxZ7@T9x<}B8v~|8 z`0!!WV2QoMPfpQyo|ZL*?;u+Qh~f8hHASpHlHRKPz&hglzpZ)~*JtIt2v!#7iEGpb-OY&#WT>T}ZK8`%59>8DQ{1*9z*kB=7 zE2BO;XB!pH!Xh>LX}V=b7Rl>t8Tl3iLXjJ+Z;>@0g?@}So!}u8jF^olDB;p^Z(IOa zdu4@%g>?wi=%vAV3ZMO=5k;-xKNd$Z)ePylXejwu8x!#URw>jb;d*Bz*9M zo$p}*EqAnX)!VF0OXjY>V>treeG6az-8{MEwa-`3S1R-)=#X+XU0?Ip>fVlK>L;TT z5(;Z@R{Or}P+_+q=;RuaT>OEKy8+^P{I>VAt;VHAPi9A)e9h>JWi~T!uM0>5{_*a* z35~6xSucIU>%WVvK<4c=zPmj&GyA2gghfH=85Lh!bYGmB@$c>D4X)i-`D&T}id2w} zcB@C6Ai|8|$?tji8N(%+3iV~lu(e3l8o14x5k7d3a(||CO$wY26JukbgGBrPCt!&5 zKig@Gnip`?W##6YO8*fhX7W9BJao0QE8CVdGd{+UB9tj>K2`*$-`4iF5#&HfyYGEF z#m39DLtgwpEx_Ro9SFWmP~nG9j2Fl-Iay(GPMNRVX8|H3nj23Qp|pZb&%g(#r}7tf zm05ZjcG`cOxq$7=%82t;Ilfl$j88_ustiXVme@cWF~5NdseP2E*d~a>&NUdnsFs(C zfb-;+6ps1soRT8(D{e|8kLwTyXm$vRqd)2|DIZ(!?P+OEkuJOI3X)beBmLsy*Aw|F zgK2y?y}Ad}lamlOWx~q{3yp-IJDQT88_nBgo*Q)%1;S@M{?8=krntryRm0?Kr2w&u zdFJ9$5DtWZmS&0}G_MVt{Y;m5v3I1sMJQB@Iw$2GbZ9VD!AtVX$ z`+*m$$J%d>S;JYXVpkLKWZr)+{9g8nmc1mnSPBM|gV^4os?}r>ikuQmlUG7gjuEYQ zkQQ?kq&6Nf-WQMbG1{aj$3`Dk+T8C5@h^g=w zapw#UC%?p;#l|qudb0Quv-ra&jS4+FVeN=-x*O>N>=;o7lH}Z|v`F_tqhDg*6LFMA zYIei>av^iZQEs$5JDnDBjv~pq$l^GMp$Mg5-v7`p5qft-JT^`FlE>=(vc})c2v)JI z$H3v+T~>p}`1Ct&Pwg29?;ZI+x_*a7>G4jJ`80A9$mw~vIoo-U)rd#EA`JK#h<*q} zEvT2bcho;AB9#A~gJ6lrQI=n-wI$Or^rX|TwecKzD?*9Wb~#mEfBCxvif-E=*B+r; zJMbEWgZ9s-3uF+xHDL#r6c=0C*@+fkZSU>99l7akqd$A+!%BdrG{7ZpPvyov07x~-;XxM zkWud)8lv!o8&Dl8%@h>+dSL^3*tGC3W)?j)oxk)&O{kEVAB`W0uU|t5*>nPq0`9_-^nk3oYvJDgc2MU=@XDfh9XLZY38KWO*e-# zHa?bz^j*NTYUVsu~s*pZ{#1j&MW8p<8#L;e0xhHKfdT+ ztjIj1IHPo5@?_9IxTdSd#ANF2lTd$ZxJ8<6F+Y9yFg}7`8YA#ql&=Hn)T+}HEdQaj zx{B-Rw(pe|9Iq%uNU!u4pCkQ?QFZ)DQ8&@tmZGEG`n~UDlN+LqKp*{Xuz3TMqqRNm z)+hALjqgFu@P7)llw{fJ^QynD8_yra*v&2VTb%K(jpPw@HyK51(NE^;Mq#t!i!v!Q(kKw$(W<2xDAZwAuoW&f|U} zPOP72HrYA<^mb``$@tP@Q#Pse_ss9yqF+q@MM4}^(4xB^o$hkb8K)-N2Ni63EncVc zo4=@_vkJsWx57|ObKv<2gi8>w4(G}`__8h>4Q^qSY1pkAzz%T{dx6#Q3)-btVZvEU z)VEs>61!e@oSnbkcW*N}TIrJ0N{S9~XxvD(_BiT#h=?v5vR`;oWi>(H3hj#%lanrk zJ$8ViI1dX1mHVu-AlmK^SX#tEkqZHTLY;3eEuU#6z}LhPhPp~ty{a{lhtdE#kqTVx zR;O^8-Gg^Z!33w~oHEjlNqc7q0YWnLEOS*VknjtNcMcN*&YwriROWm-wHaNaP_C!%5qM0bwQ&SrXN=9XIacH-vo@ zLbD+G^u$KHa@)`S0{TnKMK$iEmrfXMEt{1424t(h1(2(CaA6 zd=`51xl%~>szPG3LV}SlZrxqoKqLfy3X6*cZAwjINrXiH{_r#KL}kQ5vw0*Kux&mK(+eba*I z3i6+`Hb8%AM#4fvmFHfA0O{Nm8gh1j)`UGwV#|SVR?okG?#R3>_rKW2o0_RJStOQ_ zwyTB(WRH*2Aa?bo{+QX}uP)w$H zG{+Y-ntz{qbucf-tByFNM#?Q^wOfB?i>97tQ(uWY5~4#v@{(j0@_ybqk#fDBCz>K$ zC+(+c20W2QW`IxTeeWUNXM}%-*}uB(DC9jw9#j74c~UW)uB0aMvyy_1R6Mc$0JpM_ zsEUGm-IqnR?v6`_E{}pKf1vjcFKtPHuH?7>@)Kt&`;e^`#K*8)B&5Fv=h84qOZ->z zKmz}0h8DP`*DniZ7@{>@ev&oezKc(-Y(M`ggCLT*Ik6mQz4cD#totar<7y)Y6zYCF zUmuw-m^ns?(Es#$e(IcNF5R5wHu!HR=2mLH z`eB0b8x*MWJqmmE4BF*Rr`yD?0uWEro$|JS^=Q$d*$7p~_~CgSno0c5G z$#&=)j`_*!HxnqrIAGX%n7q`Sv-arrFPhFv$Gb-!*Y(3Ey);py^YeqyROqeDvi!V= z5V14DLg%w|K!J{;3sJhzL5XNk*f8}E>C?wWd7oz27$Or!6cIl)J$=$mX3q(_@#+tv z^dJ>_$v%zdy9l#R61-#IwbKj`7Ri6i>FY^KPbWvE{*~S%E@N0->63Jx(a+gl1gQv)#{r)9f#+ z2D$z3c5zon~`UJdN*w-w9!Vu?amuvL#Lkb^^kn} z;V+au;inBhW+gZ$}j%4_Po1RKviFR6t+&CE@1qc5Z}w~jp0 zIpCN8eeRWh%Nbl`Rp13^J;^wzfZ|<5=23@J#3MGoB_D1O4e@Wte}s4kpVvf(Xcyqx z=?0H10?w)O`J?jd2i;M$$_A3{*v#Yp5RaBw9$wdDIA$uGd$3DWWiuwa zHb(@4IuAJ&l`yZQjHs76@7xiB>Bc@fAT6U`xFxh-Z$kU~nkqFPj`Qo4=(l1gDI=Va3sbG3 zB6@^^jD*M~eEysOj@?~|I!#O@f@xyw_wUPIlw*I-ZY3opCJv5Ac>OHQ%(CMfGd8>@ zcR=oaAx|RaD-3sB&!e~TWe+%>yJp?u68zd;ehfSGAPbAxPd}fKjbT;eG2*m3o8`5O z6VK&m=D=ap&h()#nJFpO(@3Gr*J!Gk1?k4*>41FW-7Bfatal1=^x)zjDV{3fZ>dLdy*i7zIc6n7DG7LO%Qit|pg3c^oR_4HPpn9Z z>*9hqht47N4Dvzd9d7P_{mR4bd+kxG%~BIbZ&as0Te+d-#SkHO7D{Fy0~Z^KkD0Mk zI$>gz#1!}0W){t)RK z@`vO;DNtI5zQI-ajU}xmEde8krQjc#r-FeAG1uGRpK!IsxVONitw8mK)B~Tn)dRmI zRu)%gw_z5}K^9_KYsTQMQ%OCh-}|W4pZR&iK0ebx*2<}Hby=>?3l@;+-kj?#DUzhX zCU}H3{^*ASV@jdp$WD2VwczJ^MKx)p4DVZ`DaJpp{JN0i&b>J$0qc7GoX2Y?Dw8AHu6Pn+k# zH`r~W8e30}j}N_CK6V&Ed*`C-(%Y-EBWNy80B0ygqR#dnD4-kxh;H2xRV|1MzZ#3!DcCl5d&%rjB;%tf*+B_3M#|o2Y;9lYE;C= z6Z8jD@-wbz=16I}TKoCpigOmNt7$IIpLsz+Wa`-X?Tx1N2bv%GxL>LB_ifYb$bVl| z`!5S=mX}4Uh?amMF*YqN#G{Xi!{XAQZDRy_H*9wH&G#R29zAQiG+l z2Q$3!AFQu8{~1?$=`j|7Xwo+QU&>Eof=U`+j3ONg1U=h+`GR%#gYFj)T)+l>eB=A^ zSupFs=kNA43-8}Lyn{4$fWd95E1U1C6C&=>)t)Fmmeo6JrvQzlT9+9eEVcyM5}>>X zx;h>TLBi(e=R0b}t`9pP>X}mG3=x)Vo|o!l44P~Tyk4BpHMCn_!qrQVcr(KZkc~JH z6VU#d8!DwwGJDD3wf)<$et?HN zo!>c{^o);<32>bie)+Nvi)_wOkp-jYT+JnU!(`L3)vG3=J2MqV@8mgE$4T=+N&vaz zib{&I*{ctInN85gtD@;}e zX`yqCe=|;1C=SgTGaADf;_9&RwD=eg<#n-xH?L41fUZ)vKZ_;4(wO6{pZ^OratgYO zzcNark*S92j2Y6xyZ6a~6U@K>MN4mC7lA&b79;C7Zm{)?SqvCHu)~70$!G~vjLXCG z3l4c|jB0{)ovt};1zp@9+bv>=a%e`$y*Ut%>>T5vc&m1YXO96-310^b`AI};aA;L^ ziu4PHd}1sH9ynm&ajx+~b~MV;CE$TZ@weemgffOHmuD!dO0vym{WT^E{Ss`b~^B5OD|#8Q*c#HL=q~+YPx{n{OmRTIK}I5p75Hi z|MEv9g98r};yEo&U!-0U?EY36do&fCOO;6E*o#b=CVvtwN&SVJc)I5{p zPI^o@A4KIgs;isGgGD)J-}>{2x`^oA9=OtSb6f`T`JF4YHmp7vd0buW1@{weT;Hnb zG~gKuN=ncuqjk_=@8>7>>gwmTXvNkl%~9IYbs(4ukJdT-E=106Hu%~UsBk&ko;*SV zviqgWn2cPwuKLkP8)i&K`$>Q6ZFTUK@JC|n%K=BA=u?9Y=^=~}gaCwW0`Vm48hjjh=;PN8$qOMUm>l)*o~w#_ z(jFLTnbDc$O@&UZVxD>TnsFJPZj|zS#_P4H1pLHGW+h7bV=&y z@D&%Em-?ioR$w4Ev;Fr9rB&0g4~Raadt3C6n5CqouFw5$`5;hCWF^@e;1d9A{9Z#@ ziQKb)F69sCU;oQTVEYoWyPc6o0XFZeoeV=iPeWLo1^9^E?_4F;$q_Te_wSOxO0|fH?AqJW zU$xtR9a!%?Ci?s`(X2ZuQ9=;8hdE0pYI!IR$A~yE1$n%4&0~X{RlC1i&D?UcgoMlu zDL-L`>9h|BUU*8EZ2?&;uP8T$)nCo}H-kEsmU^}ny-}963|DD~N=l_Qfx2ATS=>lY z?cOF5rhCV`mq{O0h%6~I&j&LehDgPs zlo2$)Zz`;4K3qb<=E2|M-&eO{BaK&ZXsO9dqJLz{D(nh)QTOU$?GNqiH&ZYC2zMS@ z*>-)IGPeCv;#>3chi%Z84|g1KYQz6~Pm3#gHoUM?y7cJbNdgx>ign56g~#iaO`rYE zbf4k+%oESIi{*8JDnw&0ah8m-l1gD~wvQv8eWyz0;ZzAOLd|%bQ6?|=LTH*TW*JxA zHSR20me%USe*$(XDGBUcg38FY z+uB-V>QfgBdW@*!44+YjAwv)1cnZBk96*w?pF^t zy6yl35#w5S9fn9ls9chFg3TO6T;1^KY3iv3mC7-+H)Ozka0p1oZgm9Wx&}7WqYY14 zO7HG1+-c`_7mw%^R#w6|HvXBBl-+!)>J$iMZG3FHrV1kgd-=mX&D&MYD&UFgwj&tljPj&u+`2_M;8|( zvl&@mRU)hLDApCnUa6^X<=mu{&Igr51ay5fPNjzQ0(&Z(fx(93pqmQq=$XBmBp*tJ~Zl?XALWfg^0`uf}Jt1dda+jI8M#V#)HQv2`G#%UMqYVV?L?d;5zTtx*0 zbhXY_4ld+5l$8b4Eo^YSuXRb_|? ztFKH@_1NzyOk&X8_rZ?IO^lRvrxSdl!l_J9Zk6rgZqmIXpZ(4#l{VJusF|;rK#|zA zftEb>~1}uouBo$ z`(C?9XqP7M+8RM#C;gS9^S2C3uTzLikn2w=$Lu1PVHbj4ZC9R!&N6g<3b*(b9x1#bjh-yBkpQpVt3r0mij|AmZLVAY2xw@C)2<`)#+raMOMG z)*KFzlbha4SCmj4A?5qeA4il}L)_lldQ}bVQx%b$xpAs1z{dP!lPrMnOoTwjd%wY= zH)$EVTM#H7?5uSof(SJWc41V$YDT|RK}KND>gR@r6d-65V6Wb>BSVEPTljJ-=jzM< zg7(W-E-cE=m##PXfb4O}3=`r}S%ua87g!}14r(gJ&Uly65wkL=O2A?B10_443(4Vh zO2_%2<$Qc`QB>FMYOk&uwD~2@t=;pW|3a(|{+O%4`M~jGzTTgpsima{$A>Vlt6&E0 zyr498Ym1>k|8vjVcFJwj*o6>%!Xh;~-2c?7!iWf7czYExGJQKriMGEpLyDzA5b_K+ z;^^D~$GnEp6R>z!0_fvrw>apU z;;Txo7iclh`o#O@FGGK=}t*xKf z^lP8JdZl)2L8L&T2+6t-=&YV23-gMCj7*o^hX%T6eO+Cj1%c&{1j){G6xWvEGm-N}4h|}7YMFIho+9M(h=K4wpu?YVaw3d={6H&{JbgoW>gvi0NkPKz zsU{W-o0rkqzI<7GNH_{s7?ejjTgAiG{-~3~MW8 z=snPU`J+s~M}gs!JadBa5JP4~aREV&={(YT64N{W+EB<2PQv799&LQb${N_G#PMZg z(L1eTu0%baRl8K4dcaU~owS?ZedUDLv9p(5I8KW@5RDM zgUIFLS;?1Aw<5N3c?c#x4p(&7wi3ot!Q(s>g)*&vV8uW@Mj5|Yn%0W5ti8KeIbgT~ zWU2*x#g9X_=NGYMs3soc>!@Tam~h4#5Z#USiVe>VWXwN*?9*K{{5Z^1K;|VcUb#Uh z=Vv%@l!<{9j){M77i+h~q+V}b`HuG9A6b{?6uVBE0-6x&h5_wpO{qz@Jl%!Zc6v;5 z^*1@xbF$irWYRH9zV?RQzOOWnF`V1S$%h>W*`wL{nkf zPP3ZGzkgxe2vHP|&rc?wtKDb$a1GOd1x)1L!STS{A=r;}kCl*g*B^Qx&nxkdp8q=x z65D+)9@S-heKF!kseS9wV(5E&wRG~u{;hSLlgfn0;WxC4Z8g8fS4s|;9uW0^-n8}k z>(_W#@?Cn}Ym%W2C8MdL7ke zUj6y!kQ8-R+lJv#U3U~jvyT#>8~-P%O(ao{*=3&dwg)@WelBuiFTXcQB0sq{VyURO z^k-GV9yXtStAMyhbmgp&1Rp0Bh14_&I?7q&h&U(2zFC~6K85W)I=JV^%+%qg*|YiY zcTAt_Bd*9)pP4L=GNj>bYTt{A%nGl)7gU+AyHc9x>p#M0DoBWi8s{vGdgOaD91MQ4 zHJ~L53WxU$RB8vv4AWX#EzHc#odAJ41`OHKfy={B7+6+s>C7d-Fn_G5hxuUul>zWX zmFI~$IFiu(%FD~;=I9d1e;=8nwR<>5lXLI(O&}d9S9%O1^K@cL%57B=`Wo7g+@|Ywef|MqFi`;W{Lu+yJ2bq_3s<)a{9C7ApSIc;x9Wq`O5$51|rs6 zUayV(`b!XH^y97^O(-?^6oHGPZdfp#qj;H|IifFuU)1_yzEQO*>s`NkPH%7TYp}tG z6F))LnkbyDcn=lLnp$)*@)bU(ZxS~zmYpNR)6RT=R#XKfDCuM z5?)9N>Ra_YX;{d}LYG>!5>yjRvFnO*o^$J8M{QH-d8cTL^5;&4=wvU=TDj@`gT%12 ze$xw~X}Vz-!pyStc$`9=aWL9}$tq^f>y(VM@K!Vy<#-=WOSBqHMXPqCS_f z_O;SZ*bT4FK=KnmlA>boi)-cwcoDT(-IK;-IaLpwn(t*Zjy_Nx8;$#Jl63fy23=+D zbKc$eE}0+kQ5)E7<(D}(%6KLkjbfjvxZH`y;*;O@B9nal!PbuW#R`gi7<5>d*@8h2gr1SR^$v8Ilg=pmL?;DRIZ@c!i^+C1 z@agjPNgO8lOgNBlho!X$JI#1p{yE-sXxR1Q2`*A|2|WZV`qRD=RCK@ZnolMACL*UfRUADJY!0 zhqRamxTX!Pg}0U}o2c1Qsz9ljt% zl*MS58xB2J6M3rpV|KQ0FopX9^vA;?44*7r$Ni{8Goz9{EW4%g^2nk};$w1{b$|Tq zo=aGFA>P(nH+*el$NuPxq11HhQ%#|C4-raSloub67Au*sh*gijvkMC}?H1oBn9$tX z+adcJJ~%LN)pjF8J!w}4Y-fVnkDmg2@s-N_^hvrr-(&ffatlhrjDrX;-g`+El$C~? zdXikw$c=yX6(JFQRFL`aej>;7t)uwks6am|+afy4RF@eW;o}*TD{^OjU2^oypEb8@ z3}Ul;O{dj}gBvmBf#@BlLp&!k_G~4i*(1psb!*|`22kOTASJLP@4z1W?pS= zBJ|55U+K=cZ~`9!2Hc|3Qu1*6+dmcx3L!Q8oetu=%cJs_J(jilt;N0Q!z=Eis~h;5?7z;0v(N40{ zAA^foF&xP$M$x}>)S6lgY;}#W5q&xk3?urovERhE?4nH*ifzLSQaR-13TfeeS;9Tq zr=tW5RE6kq49kWMq%?#K={#E@Tgmhw-qLTK#;x;=L=1RfFOHyfP4{PeQC21STEfSMa(`1O|EF7+m*-XI0-3qaE zk>g=jdJCND3tGjOPci6t$g9K^0#PXTM(4svm5!GqiPHq1qrbC*c}w99YT4c#UN#bFutusy-rbi5n$2%f=|itnOQ) z5TH6v!S{uh!md?h*q?E$aE$nPn27WK$6cG=KRJx}F%%_V$kwSY6fw858J*xp->ZYz zArr)96-3AYd`F)GL&n!7!D_gy;0!tP)p;vNeTBmv+GPy9h+S{e90+D#>%MhZ^xS*` zB;r44uGz0!g!{REC6wii@fOsQfi;;xx$J8R-?D;amG@+G1U$j}mHW*tU=8U4jl#J; zqV&jH`tJcwP=^F7(cI=)-J+LuCh{dHRt45>Al(VU3nN|t=DhUU&O@}0#*VCsR#j9G zi-KzbgeafD){2wZ0#s2mU?otmJMlZK{7IDPC8MjWYw61drwUfWdyYS?3LFtnc!(r$ znZYb&ZT-M8tblXC$G18#kazu4;CiL`#A9nYNDpLcjb)(a?`fRp`Pk8ni?JLUsIGFz z!nL`+dE#Xe{Js@ixK+8LFF8=vl4=lGYB1ycS~VLeB!7A@b41Sm)uS(LY*0La{2s~a zxa7hzK-I0buj^rEU*LVR`jd?`fdNikhI=mLo;*3lB`G|P)BynjTaBNFTl8P430HpD z_<{P}D>-DMfcq+(`!5{#D$5qT3~a2T93?vC2pS3@&nce+fW&hxMh<(%?FNp>*H>qI zO$mBqn?z_GAPz(eI0n&ZzrwyaxCIgL&J&YvM4&DhH&A6xuCIM|q;=uL=NlX`2vsz^ ziXZRvSB1~*<->uv*lH;Fb8dTUx04e~Ry9L$FYx}1iK8TPu#ns6&xHu1-oHMo-I`jC z%U?Sx?dPRqoZW+Zh0`*)osH)oS<3a3NGNhU3f_*qugc2$Z)~~!KOO>}i7c1SCtoA> z#W`3$+xF8M7R?T#?Px!~hkS>`a59J9gz+9+()HbqTQ_$=QKJrH;AXWVb1;!jtRcR+9>x~X+cS@2ebF?8m2%?LWo-D zPOT9OTcBpBa81TpbmB0{enMY5C+Z~O@-4%zb9B{i0Nv?x!=G^Z9wr6Ci2SrO9nNU~FJGsY|BrW})9l%#^lW!X=e#CVEx&zKJrKtVqRy7z-nxM} zU-wXD7Drq~;z>6;rlW26KWU^Y$jRrhWaEVw00VlEi>pM|!U%{~d)U*X42|IbDn{?-4k}8VwX(i|^uc@iYyh=_> zOAGockona5hp27cd3UqtNg(0qx$7Xv;z_D*03rZUM!ylo03zZXwD3G@k{`-xAR8b# zzhOxbx;9K9{4&TU^Gct}5rn7C^Nv0Dz43sM7vWpVXo zXaw*I#7`oalNLT@uxOW7&~LVNg9CBVYljVLLM0brga76P&s^x=MHI7-h+eS*=c{dT z6ZE=nPJtw-`_1&9bzBj5`n;(rbO8Z)YUMUJr^8eYCmKa;AFWoZY8@;03*6+?l)klj z;Ydd2POEC?m(ZtRy-1&G@J@&(ZljT}Ay{=X5QU?r)@dz-0V3ld`&&zEdv`0V_4E7R zl_q*MqLG#ZpjM%RkdF4hN2^TCY-Vy3s`vqSm5U00{auZuA&NSQN_w^NrEYPh#eE4P zv=N7Ig3e+)EEBzhgJ0S2g-J;QGX@+J84mEXh8g9cCwJZ)HUr;^hw!I6Z-ipxcPran zK--z_xsjsXqmR|s-rk7o|~;#C#9WD@}S{gzd4y$3H1h zxalPp70tdYwt{*DBQtPh^F{ zYH$DZR6xxaNSRRNYA~G~;C~RK+fN%kigwq&iS=13)APi<=w*5RW}0{4q}@sEbyLz* zX6$zTZCTsglvry^(HTdoFeJ^VLah+@`a2b_S{=#r3D1_e7eBxI%ntLy?evfM1Zj?p7d(GQSc^s2KG~!pAdEleW=ig^5 z3G!9D78l=>h7}|!Gjgpx9IdGe9Li9TP4{Va?I7PhAJe&rO5-&8Uh(^WPnmr^Z!Dk< zXs&}$h$8hv;NRa>oWh~)i2^Y5LG;^gUtu7Dwr!hx1n?(#y;K0E@?8)FPaYi|oy}Zh0$U8aVOqvc0l937xBJ*3 zr#&j4PItZC`t$nglE3DEMA(Io(L-rdTBSd1zVgm!eXSVRV- zB8fb2VY$7L$(1lsnI8U$eMPRy@^FP5EiLj;nD)LknHDG=~|D{L^1=H`<{faZ%vk zj1dCKVJaaWlf{xfK{0mmhY4SqxG*rp9OiiWZF)AO1mnzb)_Y%3crIxzG2g6t)1j`Q zri>Bx=MTNEj#1o3M`pzT3ZMbY^y5(Ex9Sn%FMCkj&KN@SlwW)xO;KfPu~!J3e>wP* zjhH_8!#frHLm?SS4F5pG1mUP~2D@L;uIc(@6?1#&69sWGdTO(mY?E&E4)P)%+T{|s zS&UNof+Mm9YN0r!tD5U@3r=`0#5INtfTWaw@hC56dx4!SPvSd(dtRJUf@LQ)A4dU%{=MZ4OOns!Ax#G^Bh&i(W(SU#DQxiIwQ70ky;t*tVEVgp@=L%65h^H~g+|wkU64kufx@_o zI;a()21JB*7MGMXz>wgkL`Hy)k}TxTjcV*rg3ZX4Fhv|83ZNxRP<-{2%57uh+?aZu)1id7U;6~$g$#||R5MUB15C}8? z#UK9J@5Zm1Z~t9EdUq0-m0Ro{iFomxFZta{tTW-D`XeM(^IvuW1Fg|0^@$kciGV#E zQG*5r&S-Z}5)%`pYNG}R2fxW5gY{kAz+fo(i3#x&>R{fn^u!tmD*L2fI};WG$H~G7Q4W*B|e2AD}xb z^U}r5yBr8KfAwIv(_&kg8ps&x;^GDfZsy^B$)gJ8QhJSx`*V#h+3I(2HiblVi1hCxkM3;7 z6pt3lVSXv&1;K#8K)47fDZfQw!`2_nPsmXy4IFxKZ|U1trZ`?JD7^2LC0eSD&ISBmE=eN{AtiM93t$ z9~jY#&G5Ing2_tg3?lCg>j+RF50A2`eG*@Y>HbeC=7_hbvrv+rKD@Kix#MP^Qpl0;K(N9g$wTtynEz{5_Z{LT-yjGY?_}tR+z|x>6kejP=^L zNXc2?7I_nld?p1Uv`W>JBpwd@L$#0D41!)QDgxZM3&Tcrq~v^FHF5 zKkz+o0<3z!_AN}+unxz8h{_S@!RH1Bwyr;Q;_U=Jn3xh(W$!*o9O&;~@lNuIf(?3N zoUl6uSHM^&BRPMZCDgK^K~pp0@!CLElcSLFD)zlAFNc1vTVXDjUM>PJucDiEj#-Fm zv;I-Go`W;ZiR+W(P!Vu^jNct47JKm02TzW|l@K1oi3A_I9;!l;1>d~Goe>DGF?`tB z2-QZ=MCl6&HuvYASieGaUpBF^6QLO42)T!qv$wRg*g)H1YU=-L2w`gmU<~kR^4POm zJ;vKVn-25Gh}o63H5I0PpOh3hdw!FV^85URwhVAk#@z~D*~n^XJ9RDxt-3WmQHcXl z_=^|%vklG+i{l*^mg~$|>bY;EnSAx=v#lmw&mG1&_Khc(S2+iXl@e`!Mer?(6UxMf zpd2)xP!6rc5GID-)nXvU9!-7`q3*TP_Q#$NC7M3c1YEQ)!L$CO>$TAliEJdRxK@)q zJ=&p1@qb7i!8ygqfidC}-wWToi;QfGQ9S*16#k7zOM@w+TQ+3ZW^304FN}$wykV;> z21SG6WTTz$BL9|N_{{hJQT5*ORKNfKc*#gc9D9$Dkey9tw#<+{qsS&B*?VslBAe`$ zk?d7wk&&5fl9~B^JYS#R`;T9@*ZHSc>6~+WUf1Kg?(=O#*fd1eVDsO!X|Q7iozCVb z;>8F&%YR0_&u=FsFFC!4*S)~&KvxW+t`B0ou}Q6teLLFK!2N2L5o6vP*ARX{uH5xa z>C5;C#_kN&EojQBsDN9j!PGPneM*KBoS8t?KfXq$uwC_fXt(#*BjRk)pXl|^3-a!V zKbHol=^5HXjyHj-9)10uiC8ehWS~H;iipdshqG=@G!K$+jp|HkD17irR|kNnKmDX!6t8=@M@H>!VPErjdFPK zBKo38^h-9?YiutyXi^yywo)9MWCsTas-Gvx1l=n+aCk7w&AFW+>H(|n((azn%(=Cd z72c#f2dQXok8>du&p}es&60=p_S1)XS*L-u6*H~>(*o39UN+}y7BOt7ycLQEP5s`m z%*{#wsln27^TmC5It8I_SZF27VR;r%C;b0%s*h&9q2+$d6nq7Te27@bkTdnW6e+da zH;q!0)=XsWBI>#yGGZqXbI^}OLdlUCbwY`8C!lN})J_GZC&t*{-+XG`$F0680K)ft zTl|Pss5%-SecbhCipZaJkJ+G zCuc|68WtHNf?ZuLdih^u*9JetJkh7S5f5o^MPvDpg|XrYFcGi)6#vZgdMgY2U9MY{ z(av)(kB|?T1L2g@7*g{PAjt`G{9K3(dUrH2KHgpa>U`s8KV&6$!O6QcahIfn8+UzU z1Hr~NCd%n*%pDvY?lWzj`h5C{{ulA`z}Aw7%)yF^AJ@t!1{&6%rrb4&VTyP$^W6B= zxm))m-NeK<10(V@_ZlSC3DCP^C^|se@by3bQHR88EWh&P{H9)$IkT~%^w7}C>E)?t zf4&;zgo%iV{-}FO@kZc7&&+}EsQO$8$HC~2ifaYRjBAmjuLc*=OxlG^(s|RnBFPNU z8iTv;^O(zCojbE8DR2Hu`xtY_pvs7PBdT$U<;KHHW7Zkrsx-`5F5 zViU>62uZ)o>w3V3QDs+9GN4E&|5x#kkJ_L&n&K4~UG#cYl)9|H>5QrE%P1>VCm*$N zCyTwJG(E{rq@8A|*s|LEx5T-Ywb5_zT1LGKd78E_kH=2~_sUFNmZ4kO>nu+9Xg+4H z#FMY3Y8=#b)2Lx5S+k*g=vPf!`KuHJVJo1$u$v!pWhDJ|O9@3A8r4&lvmUpV(tF4% z)DzPk^`Onp+C>+2i&B273fr8AiEzfXxy$r>iV{`a zCi&$v=T3h;D4wzjrX=Go923Uhb%z`><)yEkty~FzaRcR~naxVmqH$s&@=_x(Cayb1 zf+SUyse>V5jiAq|$gW{WjOAigm^Xs$1J!T(O7#6#e9kT|p{0AX-a9-V+cReM`ntOE z^71{t8`M#LpFo^%Mi*)O+UIy7G}P`d12z6m{ou4iYl{K;$|pT=4#l~BTJ8O}aD5dq z3;nv*GdeoDfM-Y&j93AHWqys=Vb6ABU;Tofa8dfxQwSwlK}f1`^rql0Zm zX|k?P0MYdzSuO@NmOMg5e>;gDIzpj3INfJ{k{U`rzWxH?P{8s0aWy9rX<$#|HVgRf zbcqQF?%TySeFhQq;O!W9Sf3!+NlHo4)Y1y14+AIvpWmVx$5lU7(izns^JY$czCr}I zypD%LX0fY(z@jn&o=7^9;Mbq8SbeY;Qc~`HFyDx`(JOL+Zk^@Ld8GDM!O5x8ipFj? z&y*Y!1|u#E$PS4)2Yk^@ZX_osM)-G{Ox+x46*pPF4OD&Es-JtF5qIebL>o+g#F>SL$;(^bJU(NrH9^Zrtq zpPi)`IDRzbfbV`%!$A2H>tZYwhs3UB)XZDZOL@uiuxGt^4JGbht*bdPaUzEtcUmrQ z>Ob;ainhkR70x8=BoyH!B5zu~Y+C&BpC9+68A`N3a zK95sUL=WU_{MKjbz1d)uk(*+iJ4ZW89=2f<5@wbUnR=R-R01AVzGGV2zl3{TZqyu7 zk%xq1=eiQ<2s%vyf{P8<(A@hRDwbR4yqt2fB&v%7ME7!UK2CljgkJR%6-;3p-(nPG zmnxgD#l$`xXj)IWfdl=scJJBErWXEei{>VqP(d?83p$d({#9X;ihv?kwL>>6-8(dTT>9ut9vW=xqT$?A?!vg@qZ-6_Q_ zx)tYNL&mkPX@Q-n;mfaurKO!)?mPDq7PXLGo@dWCDoj4nd97wMY;3Z#eW-F?)nS8v zjYUWup-WL+0eP!?uXFqI@89?oUoU{bafU3Vts|+Cv9S&$g@oZKH7n~fIP(-_4GbHg zt-Vy{g^?dH_YpuI-?0U zfG7EqOS#0nlIu(0iR-6z=BiK0+eJoayANOGG&a888x)7!5;e#_UQj3Ei)CM|xRa>< ztLSXUB9?*uMrKRyb2uu4DcHv|n7^j>kNZpUU7MuEb~J&bqrLvKe@LN=h!v>`r9;aB zLT^t$$#iL*8@gLR(+;XM{IzO(P-7r1Bu&XiPzs$=((?*v6{NxwplRM?hpnkvC`Sr> z-c(WH$erT@S7@YD6-Fer>(mt-_!U_$2(*=NYB& z$B#*=$qR?ME{x#G1%skqqb2qyNxy`xXyPrKMIxgWk5=!1=0!#*M@YUU@2sj!r6Vl7 zD*3K1v%cF`c;`wZlNm8trTf<77?E|>jQ|+PTR(3H%G0%^1K{fSB-0Zsw%|r;397z{ znn3;gm5})M1y;#~8HEHKsW_;2oPaEzs!dUZ(+xpdgX?ZLr z6y(}Qpyy-1&bLs`qwfecuQy9w$|Z1mN*TbKu%Ox78>h&u`GE02-DxMDC zT1;-Rt4hU_hL2}|9pZjImRDwNi4C&O@A8Uw{c+Yt|G+KhPT*l&cdoQ(8a*1QTylM;04WG5ccZKEe!FPdbSq_fLrqnyO!5ulwzUkEtwqDF}&xF74R2|3IS8_R;bs zK%mPGuTH1qwmuksOz5HYw(IpOfQ}L40q~>fk#ZU~%nb<$3hw=|h;{mUZ(_6Fm85hU{`H2GRfVc{x{_z?ulAQT^{*k6u&o*zu` z;9C69Fj;VX0SeTcN$RXY`L=xpQy1@QJ_R9o{nwL?D%6FKf*5Th>E*cX)f`ZYGHBDXvm z(bq4|YbTCJWgV>%iHgz--0A6Eb~`l|Pp56|pEH)%2Is#1wGc}88+^sIDWdVg zUD=kf(4f*I3x@uaog;rHr{!c_XE6HtGTe#(J(Lw|Mjm*%bKvz6Sm6&udk!i>)YkAf z0yUPOLG8!J_=iA?qM^uvW%IM+U6o9+bePyY08XNueYi5 zsKFLR!xQi};H+)vS+SDug9lzw7+~AA#n6=YvgX0wzqBd>LtC z`Z;#3%)I$J?3&O~&n6df-YqE-P-m`G@bM}`IFI5}7X2pYESxJ(Z?rSys?ZH8ynXQu z>u~my>!99-=Vdz`NK3!ecjf@mRuIA+l>5$}=`6tmb zXQwOVM5C2QJx^O@fo%eWT%4^oH%P|16P^~!&E<`IZ`oFw#LGI0&=b(ps*VzkV0XJo z57zi5E+@pv4yzKN$1%g(&!Hetv+2~yNU}z0;o*+Se$N&!9Hmx}|4wK0o4)7n?wW;A zb~*^pUtgolOXsD)CoE9?yynFCa*x=MYCN8%)MCZ&L2l~+YWOBuyG9>JzfbSQZof?L1rr8%tbpF6fzg-{I)3IL)M;K zAy&1?8r#J0!ld3^J4Y_l_VqyK;XiL&W8rmI^*iH(a&7oWLje)|1b=i7RG9`DM_kB! z7VB(6r|vU*#j?zgEuyvQh+n}{koZbSa94CX)UKomLJ~6#xm8Ts z5&v4@v*^b4g-VBN_pRH=*K|AUMS#D*f1A7NnB~Cu2WSs8EW>5WL$9?XZsV~iyvr%O zXZ80l-DU4Fj|IrLMe!9o^Mkt_yR#6zeVW9}6N#=pF#V+iK@v1~zU^TW_TmC@>5UsW zY(1)j!cVT5^nUYW__-;N01de!pEoC~DFmNWr>CdCb!^8z8@fEZiC9g*DK25U+YC+j zkRkF0PRf74rJ&$a%}wkbeWl=7(2s}Y+e(MEEZ z|6gI#8^XC$&K#!f4H2NYvx~~`m-+U*Mz|*b>9XFf{4K%3aTqwg1z_F<4mWqy@jIO+ zGbZ)#SJ90Rqu&^|MGvFZY30D0MW3ruRG&_o@%nrr zAwE8Pm5W|{Ag=+cZajxYi|HQG8;-bTC4;ePYJuLqwr{SCcQQaa;q+Z)MNM$DZ7n`m z>axriw-XO@ac#~ZkkVc%I@9LFsEac)OxjCI+Fmz;BURQj1utv*!2@4XwWc7Z8w!la z8K@k3(0^ioXQEIx_dR3qk|!&^Dz0(uq0~pWL~5o-=qIfVNa_+I5&&E1=?4!O0*Fl4 z7X;4R)fZ=PyDv(Jg>e1VO+6vIcgjx-;7vSa!yH zX4cW>46abzHF9nkj4?us*FkY}s9#W78IQzfsk3$ho1ow7D~=TBz@ZrWr6WPO9|!Ur zTu-rk_wJpo>$WaJ{4Mlx(~HL+BLS@JWew)BCs07f8c{VTN7Yez0ynxJ84%_WNM_>W z#N85Fwt>WKH-pUK(Td*Yk?0vBEk?|2koW@F4{dfy$+K85FuK7BH34}++!V4qxb!in z#-*k{aa$zoMHtM@ETay65An{MhCLdbmPADSXuI6vLD-@?Ckcd&2Unz0l|1+*`|-A^ z>9%pXFfcGc)X3Lz>@&!9$E-7q5bnkaiHR}~9&}5PNv=0Swcg^guCdvA(w&Bx=OUsa zHan}PKpXMjd%*pLn1X`yuX}h*%&jgy#T)|SkoVs>466A z7HK4s=Yt8^@%q&vDP857W@)*0H*^|9P|+hZKcipTk#K!~ZWc8V4L&)vpnO#;L*J{Q zh|9~Xg$5#BO}FEP=10}>F8p{##FI}~O&;$H``x|$W|m~56sN7-oKE(=)ANtZH zggVRmNZ?;9lfs!Kbuy!|F$5l*kchcEr7DzWZ}Fn>snU~%rdT_EG(B-;Qk7p{M~kI0 zao{?9{aD+mi~nm)pq{t6@5Z?#~PM%^3H zRgL126W^WxN1h-E?J2@(6oEwzMLMcJwt8K|NMJ(44g z{H!zf9HNW|=i3731Pz)?N+Q8PvJ1EL zzhF?^rHg3;Ur9eGtp1cG-X1SA8UTG|I#96hA$tuR^f>3ImrE+S5WC|Dp0{cUb22=l zJFPbMTuuh43ki0jt~-Nbh$XB?VsOMEy8V&fM;62fNc;9#&#N=}ohmqkgo794yko_W zzIl4*Wari8DU$3j1_^&)ufLyNRJ3L^@w3L3Xu{-`I2^2qpnPSKYVH`5%*b`b+qx2m zZV1?wUZ6C;An&y*h19%~eD?*joLomC7n`}JJ_XdgARwEDh7>EYw9fZinNh!m@ImUt z{N^jz+y-I$)X+|b#u13AIemO+K`tW4Oi?2vxO%wrqpf~`UFcP>x~1acN*D9Yr(GJ@ zitV6pP=%Ekg{3LPrZV;m9J}K1(_Rim$iZ%leDi=moE07lzY@F;xv3WmqW^w+%tg=b zkYR0*SJ=P#`bLoMd**UP4)|3krb~Pvg9EuOK*k`?d;tCRcBdXUBTcM&LVVk#!}6|S zetvp_>+_AAa3J-@j#t8`kf7Bkx%AyDp$v-YlupEdrE?N$_frH zIk#U>f7o?}PUPBowST@T-C{8Ua-n3z{4_1b~NOg z-#R#T@1x}O{cfdRq^7Ts&5?`3FI-h3l?y0c(J1kuMMEKzdPO{x7xUxR#jr$w738y_ZL|7ZF1>Ef@(gj~GP z!6g68Ek^G`6Ho7MmS2fBs(PCby(m@{-m#-}G)P)m7_R0o9Xy;MDc@{aZg91{w*920ndV1|Dpb5_WS!^%WqPB zyAWbhTttR2q>G=)W&r`ue>*u9x8qG9lcyqf9;$ zbP(alVe;ur=3yqRK<|lp;TP#Ea7P*SmKd+%;A~uFgg~p-Kgs1j!Els-L+`+=^NCk2 zJ1*;ugQfb_o!Fe$+_)Lz~U5$`8ghZZ0+#j>ppU>A2 z0=b3c!9}M1bW6)old6Lwd<)8k~B5ee?x=$llrB5Z`$x zk?rG8Zv)Ke6;XBeW8CKGSomq*_G=4EHIcUA6e~h|`{mL#zPOuKnF^Bc@h%;f@R1wO zcEb|B6G3onmzztjjSA5}nUDTp`pTD;sGmNRahX9zm~>g}lNmyf1&Q(=+ALDu9*oLT_|TY3_y z;i#xb0=W=@>e!W?i-p4YTj?Thl&!DkSNLC(KEdC4`1Z1oH1_!Xi>;Xd8xK3=GpeME zr56{osSKF!=ExxiyY4!BFlKb8!Wj)Zso>K}v}V<7-SGve;BQBW&(m@fccU+cDi`R;3z8anzCe+C*)|7IkpD6#v~ACV$)YhBB#a z$2je$Gzm;v8cw8*#xcbY{`^xaEMfmW--ed{Mg4FkM2mGs=EEWHuAhqfkylg!4!*BW z4r^h>eOu2qi|HbhGiWw9c|Dt2KIaRtViyso zCh@K*r@HJ4mdR+`bIPH{VDtmdyvrPM*?`tz&muY3`#v0ucd@Lq0?7(}SF=OO;qDkL zy&mw?q>In6gg9uK*T=}FM85Qr^Cr7E+WlL(yo8f~;9@JDQ&EoxN(CT}I%8F>7menrr5nk%`|28bs_6 zMac>8`b0M37px}TzqHC==(UEz2_#vPo*q+Ah!IZIzW_(GK3M<0b8-m*ppdiW4A39l zSi%&d(kRj{K6;{`@)5LB@l1-;HSg&&)T*C;XM=TT^Yp1X_%&*3YN&S)iRH|W|17i+ zB_Nw07+yy%x2u&2(4`0@o*7Q$seKOvf+0mw_sMO4-}ByOXDAn)5*2YYN*%8gz|7Nh zofdFf{$p^?T*(?;TN?#Mub*C?CWvT%ySuu zZ(qxM%j+T9UgZ;^mi(RDnL^Chv+iNtbcduXasGQ-S1p+oF%5k_v7KE!=3ozBB4<@1 z=;3iP!kMVWKNp>#(jHnlB8tqAWaTHwDo4{F#}1W=qPW#z99I25EdaxSZwlvu)4bmo zsU_6Y+&mj4TAh&o3h4q4Gf`7fPE=g4=&^RVN}FT~GuJJV9Ri7OH^nVph_@wrhK3DU z>*{6(ESpbp#^9VLK60>bvT9^yJU{oAzru&T!`JZz3J*W0PMbRmwRMSZ=RXzv%SI2# zYgZhLyG0oBjaWt{b=lk5ZhAH*-*uk)hS$!+$2EC&niy{`xxSKAfUixCbpHJOgjIV7=Ex^| zu9BnWNypFh&l+vy?iu>-1V)LO<=A9-CxwrQ#i(Y8BqO&_kRAOibT|drY98j!+3FIj0*RmoY^)h7 zNaSBmXRC)HWw&7MKQfe0vC4e0hz%(UUf+tbfvR)@=|VV>0f9tFx$i*<goBQ}0{kem{K=hlb>#=8~{x5hwNrD-obggB9s2JQ$i4USHy`4~U@X}g(*Nlh&P;t<~b_U55=F+M3*8~21b5p=TndEc9Z*lO8Qc0cBU@8{)So|5y|YxB^jf`^ylmP<5Vsm{|haaz0F9jgGWA2 zMyYsIzW_Bh#f+rOl%>)#ofrIq~tY?T*Ft51Z#Yk(>Cgjo}V%g+#{nKm`|Mtd&4 z(#a?c%W^cNBgbC&aiYLg)g1O`iJULmHfuj%e36-)5FRsoHkB__XxgMs`{?=xZxz!) zUCLK-<3B&$TI_b>IEfBDv+%@)-)OhB)fjO}W*!7ARH0)`?Qlk65`J#&>rKf?m|p`W00A0kZbB-sp^!Y zkd=B^+;+0(O&i{bUse-j99-(Y+*=s^d?8~7zdzlw7)#(Uinfg^Kj15sE+`cX;9ZjK zwRRG;@4kmCO~QxkQzNOE)LMVBE5Ws3x zAVwj#@QAwB9u84`Vqn;#6E;`{HEwQRUNGp)=fg4u;m8T$hJ^T`vFqf?si}N`Fe6dS z)Q_f)m%!{*atwIb-y-TGJ&tbB;UmQfh?+@b`Z=sv#BB$dX**V#0VIwf|9dHl4^bud zc+En1x*@BV z@F4dV4t$p5Ia!Z+kLNDkvL9qyS=qF%|=P;;?f(Z=sDE5UnaK9U0*^m_o?M2L_k>UQNFz_yl_9tGV zJL|jGu_dKMo2?GxdwF^FTJjP{p=H#*{P(jgqvkdW_rnK<($gQ)Kfm%0Of07U=%(B`+9r>C*JWWQv-VrTkT;bT@K98l{Qm|CBMFmt%k-aiq`MV_`3O z=}33!i0r+s#EoFIl;naIqs1;V9lPl_vgO5ukE{8}7oSU}Qu`D~ElYM+R2rrBxk+*K zSS`thog4!eqZbqTFkY`xFg7U2R%YDw$E?|6qp7IrkKsg@UP}CDkN?6&?seJ& z#bKN{EVqwGE;7js77eaUExcQt#*R}}Z3Rlk-1>ocv_^A0os?m1ihJ`NwKSSVVlaF&-*!a&7Mm8u{UT$veeJcZmF#lv3B8qBa3f=M zaRU8G&7Jw9B~Cp_i42(|TkfaCni8?QC(Z)(BtPP#3CJaawWtbQM#)+uwuwH7-@n7? zcR_*RD||M?^a#vTdGh%xqKrTUO7i>65RnObq>EWp2%Q`>vmur=fJj7gjJN14;V{(< zL*l>o>@G5sGrj4Eo+V_!{rjejuJh>8U&KfQEGNRu`fhGPyk|7na$^BNn3uVq55{qD zn*<_q3Iw>8-){ygNDT5v=-6zyuD4@R@tC7SQO&YhVtS_UiLJ5EuAJI^?G$|ii5N$r zFYxanFBQnhLYNg~9=(9Om=pDiIOiX`6b}7%#McW5b5Tjj23~#^>^nItn+0}oH`Gh{ z@;=xrsXK(R%wHGTe$6BaF@;sh3So7`ZO?CF)ME zaR|624Lb^HgEhobZoJ@6HqvqN(PgE|W+dn6{2WO$a)Fur^64p(Q<8vW6INIuJr5mc!{k|v2=P>p_O@^VgSTEoI+sqd$u*@3o z5#A|T{aMGA!P4M{<8ZXr0ke2=#wl)@q>DI&?&qhKHbYu(2b|yA)^C5m)bl>l$X|yW zSP*b>ycf+}kj>2cSmFlS@c4L_j_&ze686V&R`<)EnZJ(BvBjvGq;4~P<=R56e|QzY zE`ynt?jeUeS_BH75#p{`j?;=#Vt>h>*(!VFcz8Fqwr+@eglHrY%;&J06&IiFZ`|HJ zoEBND3AVLf+fIpRBFWpaxH~kF`>A2 zop`(lD^5vN;ePxVQK7PdGESUTJhoy@3JvUal(=xHDi)rX zvj9&kS#GQXZ~ptZdc&#^Wsku&XUUXi1G>t%m`9IPe)#L18V58+mG!R{2j(k$OSRd* zI~t~&?3d$LEZyomJQ-f)%ih=AvHsFippGOAgBVzKOA5eet-oQ#`86-+^rK?7Bzc3Y zok@xUe_G;&hHapxYA6)r6_@X#{2z0^n!gj#U($)~f*W?_gr!B! zqHs0KeAV#pKniM_kv0Q_!kNBN)XHxJNL zS*zH^T_I$JA?`55&k50N1SiOy#=6Z zj9}%Bqc#Z{*&Y-|zCqL^NJux>>Qi8DhJgCj;`MKDiRaLK_8*Caa3_%Y4dI{h$oUqj zUH00y(FoZgAF!_e@igiro;fK=spk1cPutI?Nh`|2N!+X0B8`onR!5wVf~EHz$o+Gk z!tDFfRIz0+Fm>o&cc_qr$>B&XnO|Z-1tEf@*EpIB+&0ERP~w4Pk$hSaIX^vGfl2!t z*j#yyq=)t}&v0J)xbq(qbR1WZ;xiM-~i0Htn_Vrl{T%CP45Ev!l?t;Zy3d%?A@My;V>J=VWwEA79;2EZVf*-Z&;a{X>iC*^`JxEK6RB z3JymjEdB8cj`H;s+r}swb_T^8&&Gq`fbhfps*X-!SxUNC_d~Dm(+U(Mt;~r$pUV|- z?~K7>I`!fZpy4N1FJ(|hW$06Nxc9y0l+ZC(FX{$>CTby}cTyo#srpS_q}fLyKQ`~Y zp=XQ66{56pBgEJg!#Z52qVr0!KD^6jsf~;z(~&KSd^C+!_%syhu5D6U&8WYGS*dr8 zNgsI)v>3#sR+cHCe03N#H3FXLuNo=(6w9X0u`h2o#8n%b`;p?c6>9vzYEmEHVot8d zUgxa4Mrf2jf5d_&R2OKdiPp#D>b`i$#HxpXiXu%wCn5a4;XoTlVMsCG>2K!R*HvYQ z(vPfJ7#>f&U1Ld+vZcxr$HW!4BT&z%jIzJ;W~y%`eEuKLemdT}o+YO;$d5QOdIIz) z-BSY?Vss53Zc?d>LpumL@2{38>o4EpmIBF-@UY0Gj~3$Cka9_YCuR@wgPD*NX#_fP zgliU`?P%_Mkqdjef~|P6Dsaz8V;OBo7F{g+Ao^4k+yG-V5KfIR-d* zTY;)l1<(f=v%bGl%mMU;vu`ehoGoW$9OICFNar^&=V3h1Iol%5a5rEE$tS*=@Au5 za(WEwM`)`k`T_cdWU-?XRKl-h=X&Z?*+B*?A#M2<71uG?Y49U{eJJlmMKCQi8vmK8 zXnFUE!@JxdA}Brt?^cz|ZGZ7oR{Uk2yP*NgalM{a^9BZ9h1@CGjhwYk(b4u8>k<5R z6FA$tK{|D{RI5sYZQA2+@+w+s2HaN%r}lr@NjHA^tQj3&Yu0VVA2}+~ll!H&^y;T!16){cCFC2j4pS7mADfp(SaGw6OIJ-gD7-goZb5Sw{MQ1`{aYLe;R zPjcZ?bRE2$Vkya-2EBqB;;CtxsVNb~0>P1y%47BLBPVpUa}Y|#Si}#3ga5;AVoFJk z5vGuv_e*k@0R+F5fh&-udsS;6vYze@7TlV|kT9aDn}4=&;xLReF)V#BH~_2Fhs+Ce%# z#X&ese+6KAhCR$@DkL~mtYNX^=wW`R*jq)ms%sS<6V)Ypiszi)QQF3^Ufj<5{(--( zq;iSiszr~q?(IHi<;ij5cg$vRvpR>?r`L*HT_uXOc@aS}WWmgwk?Bw8US zyy_|isQz)(RHGX^XbE!ES@${L2strAj64ZhS$lysbYCJwBBF6@h7NP`kllD%6CEAI zI)+H6fOTX0KUjwtsa0)mc4R=p9U?efDq1p@!3mVcLUdbY9;DJNSwnlZ%A5>fP+N!d z>dO{FM`RGcs<`!}Xo)dI5e)Oo@qxIAX zF5Q81JNKU-o;wh!xNl8;Zz_es0GH*L&%K>|QIpHBvh*d)+Jh_vvUUF>E6SnuW~eaH zn*P=013S64dS9YM!JT&Q8`_VwdG~S?3(JagOj>;#$_8RGL={<3Dsb&KxrCBKb&{U% z_Z*FU90W!j)^4ycjdr44eSJ-0_N|EjFF)VabZX%q7BN?D68|gL+BMd18OQlZ3MpMW zCiP1a=%f%vKSEzv<;6|pvADR;QG%uu%`kAeM>FMSZ#dCeSH0>bynFlt&Hpi)KckOC zw5j@o38{(fT=d4q`OjBVwTmNFtZ#>RvUzzuTG-P;;U3E9-1_03>GKIge>|*94Wav~ zIho0||C};A3m2A!R28<>%;4?EXT4{C_P!ToX4LI$SVztOW7bxaO83qUR$%_37KU5( zEKG~kdT%c^8o%>&sP77?Lqlib) zaYAaFgx;dE@5lN6*^LCI?Cuftrj}XidS^y0sMF|RufxVjSiV_yj;RJ{z>=iZ5C$-8Nrrl zEXl|qQAU{el*c>E|o(sC9rRM1cu~@PQnL z4RH{5Rt0IUH{IT^g2rWYE8Wn*U?Ay^RvIwbfb-;3R_-?RJwE3^ROv{)P1@0BwV}sP zH@=}ElEiA zthqV{B#hv}jg%HN@0Xcv6QE2%ywynYmQShsqbvkdp(Pc=YJjdy3Ej56m>7IGDB}-s zLVLS>%?E&fAd=|jso_Pl8b9*6gC1%@kVxuVC(>An!zbUkvLYu7BDQrlSi`#kWwnB2 zS_lda$Y^pmGayZ|+6CcJI80G55z$?(&+FT5s!TjnqCXyMe)(-jDn1hUR-@3kF~XM$ zv7UeZ5l(bGPS&cT_r3EoPCL)M5NFv2d|Sr2@2|^g#4}+i{!K75oM?AycCTrhmkekV zacv>a;_CjhAn_mueQbZqK2%y=~|8+h$inrYU8DaqY+)j!;6C+_W@ zZp1BLNl9i*uIjZ846T}N<3CfOtqZ&GU#>Y20$iiN<3<&_z3rO=tQ#uZWbZ!7-Xc}6 zv`bA1`i}t@IldR}mp`vdBi%SrKZD^D5yTdl<89SPb(&@;VH3w^r701bDF*0={ur~v z#~)>p#R}*?lvO52ql@Pf*F)oVNK_B=_gAf$6>et){q2`_eSfXXG0uvNnwx`6_j?@w z*MVbqYHj`Y@;*xyvW_|)JB43U*!Avu^RjtWshQvH|yS>i&?MAwD*{tRt2YgQZ_%@QEfcY8$RADaY-3y2?q}{=8Wi z$iINzF6xdN+R78RPZXdQsm6~_3a>V!s@oV%sUmmmub2IEMovVr`rojpc*IIf&S#Aa za>;EYQh+c(KP!93ZlS>i_8P>y3-*-WvwwS#68f)q8dR2Tfmn1YTdY;z?!N_lC1QQ1 z?pXj{FR!rhy6V`EDk~h5^Yt!m?If3h5A_L(1^>DQTl=OSj}MVf zroWI`TvBiH`p=LpJXgqUKmY;pi94K}{{>khd0!(o`wc!cV7-L%{y|0QKS(x3Ai|+d zZ$rz}|KuJkp|-DQpib&+J3h2eM~7g2JzI>tombUTznfnbKu3Q`f}aHz>7-R0gyFKQ zV+A)s(+20gf}@AbO~%r5Y45yeXVt&0n)EI41mTy33nx&#FYOKki6P zq^OCFdAfLXBsbRl#Z@1l;06hwS55yrskpDwPavD#t8HJWr1|egpCx|BY8!vzFXtv! z;;9k0a`=oR$Io@ID$FWYh1P@56 zvK8Xk8q(^N_4ODQ6T`8H7j=w3dU$+idt6sv_2K6`k^HLq>2`M`%+xj5su^|i6rN<@ zIkd{1{;h3pzV|hbHzQuAf21cWzy@7uU?Dk`$KcQcE1;$p0>0mx$rps1ecTT(`qq8V z+?Qg^eR9;+Woiqju#D`eHHMi`k__3Ih8h6B4u)$gjl0VkRMgCaNxg)edZA&tkrT*c zB#!~Pr-Sq`V{mZr*3=^;5s5{0eXAa>_CJ<*#|~b^eYHlivHKk$vpWEcgq-m8OB2RKP|v~f-)y!!$MpSgE9C>s2p^VApy``^cRU$9Ffpeh~(vj z0&BD)J`vfogm^E&M46(;;Xd;zQ#$)I_U*Ty0W=lZ8ag^Pu0%mgab{^gdvBmkRm{)S@k#`$y$Z#YxD(fB*HJZUobG&2Nn?cg>_Wok zF}d7`BQ;js_0Vgb=BSu!G1or6Rpw`d3!XrueW2AO@eO?rcGc|Rkd4QMPl**ZxxX@1 zZQdd;72bED?6BD}8gio{)?dW=zL%!4EA~_P4O|#$?zzbQI@uw^f4DnVFXkul zk}`LU_|XTmhw`*=5-nZAIaVmxtJzPh$+KU)nqCzr{jHoJDmZSDXT~z3c3Q;KRykxm zh)gm|gU%98+=UOj3zS;Uzv@ufk=gZhxwTmCzvztJ2^#tF^|W_$`r*UzeD;;Nd(gvYlPD@z6};h5harX*DO zKKP7yR3G2fd)m|US;%;4hx^hSe@jDWWEq@T$UT4{rVb85!cg@o5D{5GaO2=M zDNdXci9(+H@JMBlox9+?`eQHD$SQfxh!Ptc@u;mrfsrMJl5&g0vbeZFojn6+=pY~N z7sj{9h-T8+65Z+jeOEL6JKFbT6%~0Raz@9;LpDT$q)B?KR3x$(vm843n_vU(;i=fd z)r!1)BQjT#i;E?f01V=^sH$^FM=E7|)Y{VfGKJfuy9|A(G*bPJ>|6GzZ|DL4PZx&RucPJb1a!kfAOOF07U0_gKU3xE8x~RpRBvbFG zLgk!4@$4si5vK-9^Uk_%FxP5<%K+!$p}J36IGo)358QldSgs*xcqV3NOMfiq28X3Td*&3%{0OiH9}dq)28cP)njWrfF&y zon?D|&DF}DdV=}4E^GAq@dNzO*N;o(A}2p_^#SvdTw1d=SDHWG)VjZb^Z$GF;IRSmIcO%!J@h$9EjmK*VB*Q+#{Ef$ zI~lU=jK9(U2r*VNeC78W6`0xqeurLSTu_w&d;vyMOpOR~hriNbcP!GrA*T`c;C)W% zdr6Uu-*CgC0jKEBX`KNmRF@E6YXo~4h@O2|jHf|wj?@h1+a7X0v$M;EhEr8hU$0l& zvn_8R@ZsQ)>lOG)xp9|ZqXT4L@VOzt{g76Wl$shT*oYwh@Sl$~bkaODAmd^G^M>E6ipiiBC$Wl$x!?U(+tY*8`C(DQje_hLvV`S`FI&M&h`XkKK zBk%Oz`D>>7_?2n>--?Duu3p1xpKYmdEmCB2BXGn?*H1`jo; ztToiz%9Zwi*^goXn4er|(p}zve2*fl>|M`$h2`a6^*fe(pKw!_c=Jur?~(euhPaA6 z)E&rr<=1@;j#$JgGf)puc9Q}K+kM9RfBCb5&qzPr#TOxbZw?_rrgJ6QYB^`Av|_J zxH+3Pc|YTn+IB#26P7t9ie>Som5g% zk~r!C9GK><`;=|VefEfU2#Ja*na}>SX5-+ng0%IuLTT6P+M4Ik0fN7+<-ciwcn=9J z{ecuKr%9_+8d9+dw+sY2$XY+WpV;>Y%!id;2T-SA{1w@e0Z@;5;hp30@qdry-#ReeUFlEpLtC?Zu=1I;y%z4#m}lD}VQGdqbpNtnpF{Mp}9E{0dl35TJHG+>AcOr6R@Apno#OYDZGK8^75|T@uYiiW+ukOnLqbBDp}Qm`q+7bX zLy%UwL%LH!LZl>>F6kbS?v_%z%kPZ$-v752^YX$HS<5-UefEC#6Z6w{2_rA32=_wm zSrTP2BM?!j2!i`+c5`xigxtWP_D=GOGDM*x=&{K_!bIVRYiTw_$O3%gB3Jr9cF&a) zQSI>Zt8oNL`}SWa3}uqZ&3`L$cuj^2$!QQssGU#el;3JyIiO{BS6cksvGZ72?!?kmbE}Lc|33T!WAeX4GuWv=^ z0ytv;FMlzeewf2QP!V+Z?E{(L8nAXN@SJ>{T)Cd_3V7TJI0b5+b|;)a;E%)7L)tID zSLHJf*&KSTfC&ds{C`zj!Lls@TqJPWpA$o3X8|>QIsP6RaqU z=OyXuk{#aR0D1yMURo`9pf+CBmMU`uTazzpb1Tt`GN}lTyLhjk(_9lcAoQBH=?S3F96yy6yu$-NLj#7F(scIEs0aQ@jqWg-%^VBpc1i; zWvmdOg7f>$lR*}8um=Ipl*1gO=yT;+My3fg8;sDGO3Z45Bro*30ngqxDzsRx1YT@_ zyLfv%vu56P{L_)01|ynvq{C_?$bm+8w}owqvq*Sg|6SNq z2r$4o70s-mnamuWWHTsAv>h#yvqN{BXBEkk()rOt6t8ZqrR3X`GvKisN;(7ix- zMBvB*zXo8fL$*6WFLj^0aV`R96P9iTU|Lf^^yB5__}4f_r_&ES^ulUh_K2m^)v>XI!FfXYDl1`M!I!eO*J*wAOO zwVl5D%V%{_0>VuSBdkH{b9(FRbhU$h+b>jAeL2^UU-`BtNm@;wZMlAh;5nIPiCp`B zMhZb3zfdQj8yL&EDrAHQNUG(0JnI3Y0-OdJ}y2~T}o4@ldX96wz zw~w1ub$Kn&9KSr)6!#6yAJI6)oGS`ub;6he*Go{yRFl z{;QxQbW~z^I`}S9JiMgLK_%(1P_U(mu#?p+(0;%z^6`t)j2Tolv!n&BTJ%m&pxPvxyC{FB@#B$KGD2SPnaBsDm- zS-V+M=iAETBP(PrG^w5Lkl?4nS$Ni-o0FE6B@8Z}gB76_9sA8$1Fee6I^{lH9*2f2 zLR>LR-A??-d{I>D=~?V|w8yKCCB@;S)D1YF99*7pWN={CiGgIKA28;WSI%;;H2b+T zG1HCSk${f1sr5PJW+^K@kRVPa@3a3_J{NYu>f2Zax3#hN_t{ZjLH|7&ILDMq10fXXL} z8Z5;623;$bMxHc$LJ3!(NL`Xx24i9u-MuYRwInF~No?9PV#?Xf%n8*L&M*nFrX_!2 zD9tm2kg`71h?b0;wmgY^O8F#!+$t-YXF1yHvt^}y()~?^D$M!@FF`E@6?e@G*>@G8 z(}U-_y|?ofiLxRtdgj#hUq0k5v6Z;$ijbOBe$p{ z7@1^Dh~&JNXLI1!(EeZWQKQN4lgAKP9wQ`8Ez5Fwh{xJ-lv#Y>-sOU zXtZoj7Cp*c+!5LMWuf63o_Bfobg_RFd*LsIXb}D_*aZ4o@0O2#0mx|`NcgJa9$@J|a*m%Y~uyuDBLt%SQc5^7SvP8ja(|iBrf*J;$g36)A;5d?+d@;ebF#d}V zmHNt}AID9B@q%?TFP{JxIDbl<|7CM3I)!8KFfWX{0(NfWst;7>g4G7HGIE=w3;D#aCUTc z2do(w7V8~10j;JoZW+YE!SFDklHF|FMGk1)1EwfIIVA)`a+?efk!N`@LtuQc`)QL0 zLSXeJN^g8;BYH;S?c+lf>$i?!vIdA`k6#-Eg@s1|Cq>H$M(*kB?+>_3cGKDh)_s-$ z=$i)R*r3$~_PoO$c@I-}_cUn0qcw%MZH9AWglfrC`6R|?fMF@$wQe;6JrbX^mxH|S z<9!|}MN?81Qzxri1eq}9O7y;1GQ>?WY^dJWO^@D2|}ojtN#ePHX(*eC~}UnZ@7@GMo9eVK8r#M z0urdu?(ro|NlEUkXS4+R5>2gX`fYg(GHk!lDe85YzUH#sZ8_#C&C?oIqs=oJt}xY)LeZnOVwZdRj%ci6vrjjVUoHJI%+7h8Om#!ks z=9eOXK!k^7axwxLC_^IAbZxDy_t6#RC5k_yzF zE}Js;_DKZM$cK$*ucK}d(zNLDqG9H9-&gPXV?c`g`&?J_14*+4D~E2X1jt)IYq1<2 zx`H27nuZBf`06B#gaZ2um`%@Qm$;cs_xAY!n`3-(Qc{=#oL1-EacbDXhDrMh#5aeh z7Z!#9Vgb|S6u`2}s_fDBh`0p>2LaWH`1x}K-j$`Lk@xLql@k})go`f8W1MUZ!Z!(Y(JV@T!cMP zFm;3{F!Y9f29YUuIk`GEHVmMLue@YiZFHesch+q+`@eH-ZO=RkE(tAqhG<^i)-YRl zzGmYH$l%<&aNkENP>;hWe3!dH>2Y1p@98u%R1AY3u!}j|pK@n!(OtUUZ%AyW#uiK+HEi*FPL%a`*v=*hy zY&o(OwX8jz4!8wNM~j%saA&L>I7}`uq0pDeUKL;ov+{`etKS5A6T zOSoTJ!)hzsoAKEo)XGJeQaX)MSF{c}KGBOvKDe5m%j8n9rq@*Xz}0qv-hP0!YO(~4 zX)4rmqXzdTxHpj`I;}Bk`-$by-@nDdk;nFryMI?gfWmvtn;idteMgEM4(4FA3=#zF3(7XEh zP@&(HghIL0J4DEm@zOIvgGMby^+SIeTd#3T_yV0GR~L12o>zGP-#rsgjYpl}E;u~t zbSz>ARZLZL)4;ETO3Ic3-1j^bw?{8`-w%)MGk^a>o(*{VFoSTwBTOFN2Hy0Wok56z z`k1h?vXU-hK+e3K)8F3@jInnLT%^@@_xB50T71;1SC*GY0c&xB_m9@ib3T54H-Ou@ zg7G=|^_TKZ(AgLQb12{QLdxx<$HOD3!Cii;;o3&9(!K%iHA7%tF?L^uk^U0neM1%5 zn~)}X<4YenU%ni^{If_DwgZf4V7qJR^W5}dD{KnkMqBF}@I(Fwx!WC6b8`bAkq}s1 z;loB-ARBV}ppEkn83f>9XL?6#$jJ%8#IC(k9b&ibr*f9ptWP3vo?rVXnx8N>uY9nZ zar>1i^!>Xkdx)cCDUvvxo138j?PPxfl{(mtyGf!_%0dcLVOmmm_X6xF92C*h1j- zlWyBrX;{M0J{JYJf!e5o42XR__s9AY4RrUJiw&P=(u>x@2gm23fRFmEkHv4ysua(Z zGSiKCP(aF^1nt8vH#mKR+0i?aZX>j1FMCjAPVND%J(1~7i7mzO3b6!j5d1kti)Rk^ zRGk;EbRfm2>{w4zo2w&A2LZHLEH_QDrTB&qbTP_Ygwnym_?#*4n1tYYkdeg#n@bcb zYJ!SbdEA{d1`RV4=o2{!H>i;{w5bxQ)ay|RkoC0CwlP9I(k*q(gpM{)aQQ4j(}k&3 zz*G8kf{wJ1nM;!1vds2NTVz%ZmwujSn&0L#uSJFq)gk}-wVJ~mn-9nLSg(-&fh^83 zLT4j9H&b6kdja8mdVdZWdkvcWy)fY*#Shg{WPR41w7uH6vT2+sIr{zHOc5iiScIVh zY_b6HATbF3wSXBpj@T(`W~56oU6=vSnZq}>nW@>jb>+nb0_1@1C#TIn5Ow?_zgJ3y z=rqyZ-0a4wpm39`f8YVqo3$al(r=^dc}viThE?&ZH(Z~YDhylVz8W;R0%}DqxJ!U= z2?d8@3;3l>n?8X5rYL+)Z>ti9T9}#!0td65b3GlcR1n$?0P)LgD_~C4;kMRfHT(?F zhW;tRkB^-_gi#UNL6SFYxP`GDz?t5nt~OQ~vk&9%eiu$?S9>J^;k%n)*s6QV=8CWS+TVnIOMt8k5rjQ&52`oy%ELN z3d+#P7(x!LotIhTlEFrrp!d~e5)ypT-me!L7zrZIrVKByHymiz*a(Mg@|w>q!L#;)A(I=zD5e=#S)d@{ZoXR z$O^AJEoY>4jM8TJcw>}JL){_r68fu%gAjca%1DPa+xAzQ90^Q13N`(hnd@HZd)bO_ zB&3t*3W}pBkvN5-rY6L@j~Nw*L}$fvKmWe%!6Z@UpF5wqib6d2zq5{c_cOh{2NnV^ zU58Tzpu;iYGo_W2xc48(A+2Q~u>Et7s!uk;x*SRp>t-{1uX&;_YrSm_6)Ipf$~GN$ zodKrM2yNofw&#~W&Rqk&IXeGdI zJ#`<2cVYa)pk25g+O$?=exU~0eoJQ6-<|Jd^@>wKmzDO_;2(wkdLtUJT05`&z_A34 zI~+_}_Rok2d@(&85x0vc~LXSn3z~ui7R{j_4l;O zs3lF7!YlO8VuKh%Cm;#IB3}&sE~X8EPmsfEyOCy%XHJddM_3mJ=o`^_U`%P%O|JyH zP*B}(qC2iJK(uSz-h(UfF|7s|y|e`|^SHn3`1=y3l}WRD80!E5DYXFp->(I`DD6r^ zrY_h2wDRHtPkyh8b?t~=0Z+U{D(7bkWjoHu1asdpynXnDtKj4`6$*xtf5Y#%*$a6>GNvjnQpi@)$u*wKj)H-C2L^6cm+&~vqr%}`RB=g5*OL;^6x++rs z#|0>pNwA6~WPvO!uD9PQu@1jVg4n;IrqIdEjpN}X?80&<>j=+Y?FpTHHN~Vx^tz@< zyHF$_Z^p8f>JwZ32C}p55WUkKnX=%NECEfpRM~EgP2-5>7_I$)fbpvzmnZiMM{a>h zn{LiS^aVQB`TbZVMv1C~oSJBqwko!etb;~3sDRaQ_sOfI&NFH!Ed;Mc4BOaphy*uZ zaZIrS!5@WPf9Ij%T_o_=TYeHO9?w-}5)v&u!r0%;39Mg-Wbw4<8COlbw4i;?HP*2) z%=@mA0A==h;BF8*tT6RA0+g~E*g;9xnLj5bodeS$c&E)#(5kZ9+eJm4_wDXiRVOhj zH|3qJtdabd^;dlNOC1(kGYOZME5uHuw!+|suKfH#lf2}<2~rYlv#f^w&~Xf*bi*xz z<>kraRU;hfAG1FAo-kvpsN}yP1$x{shU{k-z=C5``TbLAe`({79Eu~%@X%(fT=pHW z874^!+AlfpNP*kHGZ2V;TR`!%@<2P}0+iUv*;yT<;xAuJzIOzbm3{mEUBszz1@OXw zBYgoUti+$hIvs;3hcxq=>(<5JySr-|dA9^G>?l%7qIDu59!#iBfZGat0UJuM2@f5B z0fAUl7uc4cCUJnPfg`Gy1|*kETLA^ulE%%_Y#nLLV=iRmtig@SS zJ-jf4nE39253-_pW)8pU6+W9mGy4n zjp1vPXTL(NbBZ$*xFLlDsc-?7E1v_#=qm=@XWzKf^JQ(2<~NhJN<>cV2_w2;FJF+d z@jbcSCtPbz%}G)UhOCSD5JO!iUh1PMSS{UPZYOnn&QLqu5SK{}qUo+u^w~NE!Tq|G z^@Pkyj0)!c3RV7+RPvPwocd7I{{V~v$FWYnAu7Hb_|bi^@(&DNZdyf5k=Ij?)e+A9 z#4`=*CNZZWbG05UHaTAO7g$)pCZg7No||lTdv{H(YaKU>V#9*+L9|U}wTp6yr}ZI4 zWA641&oq3@RqMw#qa26%+Rs85;D^$xvfbdF6b-6|-e5rn%J5WP(&aMm%pK`VEiQTu z3+{mT4d~iImmyfUAHW3c(Pn350{|#!+E!I{B(3P&fd|rXKsqOB#rt>ffbu~?fb5^{ z=CI|+|Hu4DvEAv)ReL(r_ZJVCl0Wd@zv-!E1skZx9lFsM>5#~V)@`g-Qxr&;~$pQ>9+OXXYP|2Mu0oP4iZ?(29w;0S~p z&XSqL3sh1bWeSxb&#-=;mDYJhKD6yp{N)IoNfq8^QX?k_Ua7@}ed@_cU{e!!TylTC zM&sMGo16ZDZR}5WpjT05{1%#(6$^g4j1;A4zv3PEOOrIoY;xUi&A^Q7-WH_mz?V3n z;JYfLCIJ+BFkq5gEA~^Fi+K&i$OstAcTW-gp4WgR&#N$B;70byY@B#V6@LFmgz7cl z&Q_SE>oPlT6$H8o3Wd)uzN=le^a5WWJ8n9G=44TMf3_;L4jOjD`)Kr@OEA%z@eilT zDHuK@iX9=Jn2Pa!LTH*}@)bh)B1@<(n&3m2BJ#gQ@1UeC1zO4#*U1#}<>O7$4ZZE` z%$6KP6KHvbwNc5B#o@H}*osZ7_ zCSl*af&VC^G{d|1?M0s|hwn?WJ%)z?4Pha}0{Wurir2K}jMx5F0VQRa@Qu0gcJ?JZ z*;s5}Il16ba5z`RMm+oI3KW%gMC`lKJ)R;%BO)s#*FzQOT=!O^LiVv_Qk?(o@;5tS z1r26d1eQa__ci zN9H-8!GW>3n_w{?d3ga79^m4FMQ&Y>M~LdjBuQgq2 z7>t@=MXs!<&UkK4jJ4}c!0EiK&~c@p=M^?os*_Y)EM{uIkNtB`R&^P%qNJ__O`7@h ztTH|(J|?*!DSeTZTn2g+#H<7lpnpG7B$v)hvC1JznI&pW6L0PDDv3x0rrC#W4ywTB+1k*;cu5?6|eta?HXjN5)7hzb{2T zlrJVB?u{U$ReXZ>ymhf5+5#IxCzDZL%qvRP?T z-wz^}0;fOes@(;7c|T#t(ZCzSHPg6wF3^*txd;=pMKrBBQsSXZJx};wad!FhefAV) zF~rNONq%>~BL@Ara!wBmou~;3)rrMfqBhu?b;q}Nq(_j87w+u~9<8=XycBtj8Aft= zU{P&IuV*?*E8$;Gfws`yE1d`r^{KIlSj>{hUpo0(lg=s zCf(3Qora(L;t#t7io+DA<(kp*=%40;Fp5x#LTTorr2ej(QTW}m_-;D=P16_?%L5na zUn(-}j@@_m_V#nFUOWKj@E?N$M_buAvUNbjf+40I*x1D z#~wH>H6{XedABc6VnV=N$8G}jWdwzVh0x~-9Z5%vCh1D_<p0>n3 zcz#|80Gvq>aND_Ryn5O{xZX^n$tTmqEBB>_QV(Gk$GJ7o)RJItj9is*V`Pji#U3Yt zj#DerQqD~G-CmAMiJ@MCswF2M8bTx$oOF_E(NM<$E%zU^R7+jzB6;1nbW?F3xgF6` zi*Fef{McsZAjT6G^d@Lc2VLleXY4K-GRbt7Bm`PA>V(x~_izMyG*6Q_t%&@tEo31gTkL-&@bB9y7Cwv0YxZ!AJgwSQ>{vXqoiMRDa-+Ec%uvmy>=R)haEb&b0!tI7P z(rUO;uox!i=k>6lj*HfomPpXE4}4QR+}vG1*3Dw1vM;`WpQ2euOs?#12cpUeHLxNo zuWOAb6AY$^JVyDu!z?5uB==c;>AJVWYBD)O{uZz5o!OgZ4BhAdwd)>Q|T9BKo0Oe77-aeKj(!xn3y=X zsWN_JRQ+o;@OZGw&(E)6ViI78d?=0!1eb5$Hm*N`x!%{#|BkL)1xP)ZK4Jd(dhNb9 zM}GuWl$E&vls`A8%Lf6YqPc^E!$jkzK-I!of>kCJ>a*qZr|4mgKv^aLpUcDxwT-X}_Y*3rMqdr>mKZEU|abfA5uBDBE3977PI$OwN`o^wR;BTvGUEScV0+yM9>Ub-216CUn?hu}&`OHR}u( zfEfWWm|>02kXOOOi_}}tcmC~l&92#^+uS8n5l1(xr{t7#DYfW!4>2i^l23k}c10oWDR$p8tJADTkEN-MOhGNcZX*Jvtx};J1Blfa~J!gnFymcbNH@f7=o0Y=^C(=6g>{YIiAdW)I66Y zGIlx3>MQ+w5D(sOK_F~@0X*Y?XGVuE$eV|${Q3sRUJ$;#pLm!QY*J5vDV|Jt7f46=-231inCMJX?`ot#WL2XJeK=i=sXxdJeN{V5aq)C zc%{pPpOwTjX3yDko18lP4Wuxewb1AwoYjXa&=di5J^0h9w>1U@4>I7pL>J42@rPQ3W=f^9us>=erTjRPNLg6n_adiKrIj%YtfBJTobZOQv{FuoO0 z`!RC+`DczufH@X)C2|7H1-zBODrFuR?X$qiLkg zbMwmrOLwr5;>o| z&VAtF8f7AUjnRI(&B4)pHp{C#CUix%a@T*f+41;iHM8xP{(i_Ty{*~^==HKF9jG0 zQ01kLyQ0}y3n@1l7Hcvm4q7s%4-=px!+fY* zGY#2g^Ho0?vL}OYrz)fjTm9VQ1s<`2KN^qjI%c6*%9FdhyRaCR=ro|2uXEj20BJ2m zUn!B`VOHjDU1u-|pcU+~@F{!#|8oO|3&gql-~$R|NLCiR)a)Cgp+XzR^nT}TFDl)P z#6!S(`M0|YbW}-xee|O~{V9@Y(-J&-81NEeFPQkwsDRoppExQisXS_3FfmOmgIHU! z-VD$nGtjmlw+gpAsjih~-U~e*ewKROoLSe~ zN*-FV`3D!F-5wSCpX>ZZmb`2bW{rY3iw3Q)5TRhACZKCRZr%v(9tPx|q#{-9X5teY zU84Y=dGjc+@40vy)|VmSR)Od5F%;0xqP!}@cRpL-9(^!{$qtna|Qxz#tWOV%;>f4nP`4OnmyoPP)k6cXx62U|= zSeo(`=i?KPVr30YaScd{6ieix#+>tp_Ly(~9cozN2Aq)0hyV6SJhiN6fFhL#T%KId zcPI9*#U3}sV5uN07nScLb0DoWz`2A|i9q_txQF5Fc0b5J{T?q8L>B9Oe*64`$GgPq z?)Uf$tt5_%+Q07(QA|tiTrc9tTdy{v^}r1?xS+q{eQ3~hcjz;&8Isk|o&(^<7*!hv zZ{D%aHP$#IS!?fv4chphi;G~L-dAt6pEXw4^wA$5Lpa$?$IWoZ*`?ExehzF z-TIDUdjSIIG#9JYASeXzg^94{$@|S*U6WwWPOxN>yTcZz37g>q@fRO~5&q*0{JrAS z=w8+7-Y+^pASqba4Xhl%x}m8_5cETe%{Q+mdEJd*U?~iuuk!ozrplh_T;~Czsb%Nn zWI_1+ zDH28L6hT%R6@h&}C#kKi+|LDOE&<}=pBT%9nxvqbPfh2v<64%3ik>ijAq0^J=lhec zaMVF%zGj)^vajjp>fJ5k3mD5+{z*)CZpS40}^AHiKys1wP9>nGHbqI=Npqk&AxPO*ur?c%`p< zMYxx$-?j-BbL$)fC|+sDh=P*M&AD0qvh4-yWaaCg6QyNlkR=GqjqIVVs*3Ydo-jdyQo=ha_0Xl0MaEvHb?^yn1x70QBjH59ywOrc;*d*Z^?FO|u+_)CfmWP5lb3`u(7d$3$A@_7Kl1`mK=^3 zZ^0V&2f(D7Y%3}&WdF|xVdMc3GY}Jxy(upocI8Zm| zY_j$vQ{vGK>zC`!_$)eEMU$eNn|i`kQn;S4UgeL+A6O?^0aig5XV&-yy(Zu57k9j+ zQz27R4#vB(m6JbdTn?M6ZQ_BJ$O9>;`|pv5F7l2h6xcVR33m)b^f=;2vqDf z06Kv%Dci5UYdoPV2=P1M%IpZrB}tVMR0oI^sXt3g{c)xMwyIgr7*G-1+n&xU7utDb zSR;n#Z+MA+w)Dm=)>PkZU@wj(p0K4mOf@@VZEo@L*oHVv9ddHeFUV7cpP;deKtuQ`Cw=oW(y|4+?D_62AV zhjiLc31N<2`?^3r28$j5>k;7gUy~fVDqo}9bL9u*X1fPRJBfeqRYb>s%Cr>J?yeX@ zyKmNUGFvy2L$y+~EzX?T`(dFz4euQJgi(k|NY=@TjCF6UZ(Lz+plN?Kj5H(0#KGBYq9`j^^P;f0VNLdrEP+h29qj%n ze~)saGOYJ_U5nGc(N=E40YblT&cBF_ei3`H1EA)R(fj3I^7l(WKoHq05Z3vl-z&F) z(LGM45Gb1>K?d*7?KqSqkzp@ok7w{a>b19BLVA?fqy zc5mMnfBhQ!>z6h7!er9_jFy(R6{H>*oj0UeWrC4@{c48ve}G~re`TA`9WhyGbF;p? zh`37pkJD|=m*t6r8NZjyP4#&G33SJK!=w|lzJLBHDlsL%r~f54?mNGXj1r8gbm7L4QKV9MU~iBkY+uX5xKbd z&dWc1eiZ?V`1a`oD96w<0bgQnl5r2h#V50D>s~K3Gz4GuU9pJFSjMR@XyjFtbD7UYQr_FjRkqZD=VuoPzILc+*IO2~oa zNXa>K!;-?^^Yw3v@7wxng<>m7V-LM^nu7a1XRMAId*v4Lb?>(^Z(t+r5T1($wKWoB zEoLHW3G+_}bm&E=>#;CpKZdGRq~-+ePdE6F(AHOERQ)7RKm9WjaQO}Em|NZ-!BQqG z<6uLV*iEw7I=CC3(tQBOwN$gqg)CRlIWTeE%sxsQQ%gD^w;@%XwdSgRG2tguE`_kd z-~H5zRI3=111>)pc6}@QEcP@#;709nFYm21Up*Dm?FQBze7R0}>-O*WuB#7M_(<@Q zl9JPuCeA;QN5;lZGZi^LZ+F&Zdw1Cjbw8E)wIj$a+FOf9T;-f_IOH6_1zlcjpd>m9 zp#xD_HSvBi@qWK8QWWTbpZX}s?y&$u_nKX&6JJnMafFZIU@thpw*q8D7r;3@ooQ%K z1^h>HquIQx8d$q4e#e1$33_4hB-U2g&*ctpm$m(+1#eS?LBhQ^85c z&Bu;XZHfOXkdVYZ1uu^%UnQN}mwz>XYDpsW(#*chwY#z)W55*^%95mTaaNc2Ibj=5 z9Jk9u3jit!R)|Jbl4=D=K@G=#Y_$#vP%%YZfq~i}D`nOcZ)oyx=J|#6-eLG>MKgN^ z>W_{kmyjx?Luoi(HYJ}HB^8{Qm=fUMARVd7u40zm$~WO^$+|p-ul={l=3ICssAE%E2-7$smRq!ni}mMfQoJz##|7ZI zdWUWofoRd~F7xDrJw@8{1STK3l2BeWpZwWIR&nl%PigCWXc$(tr!Bq+?pid|id(Fd z!&ueXff>f7X@bH>coTGZ#lZ(U^;TtgiJ>xbXBi_t1de%upVYHNia!l;X1b9m2!3PG zRHuu-CHyGpe9pxC8Lx|l+cqjjNCcx+YTlKxMKozUsR5zSjlymH?Q6j!nz8m>TDc@v z?1asj|H0wFS!Q-(cD5govh>JX{?spC10IHtC;-=@$szYMU=rftsT20u#SJfBe*zz7 zm}~cGb9Ux?aNt7(_Srb_AoE}G%C2{00fuTy^pc8hZXP0kyoN+MKpw5*Vpc*b_tnb# z4}CKisbDO+IY(;xEu6dhV`+)(!OySfSs9q)0ilt?Gw|T?!bIj-G<8AxH4vpwgJLlJAiyD`HyY>1auyyydSKTpGLat*yJ2|gH9*5 zu~LEF!c1=xLu61=cLtKi7im|Ii$qa|j*rjzLR*hOx{tH#8skSz<-vffmCW_M@RFO# zD|Veu54XTj);C~fN`;yLL0)YDysk7pdC^sjK)V-!*Bi$ZZ>4Ou$ODLrdNTN$kgj-x{ah+R||9Z{Typ@twbL0o(A%jdx6 z6HsCAul_Vl&W(3Ae?Q2`%r&!g4?WKn$zB9~OpRx~k2?R{+=`OFbJ{M;9LdAs64_!y zfU%}09I%H6JH++6ya(1j_bhOfwQaH~g*}h?MMcwxU4VVK8+ak6wruNs)z`wBYC2wCdcos=R*PUepicY{5Vez}W&@9f&BzUs1=zj}M40mJ4b? zA|Z^sn9mqBC;tC|3R+qXKEDjucnyHFrTALm!QXfg{+E2fiUUH_9LLV*=T~&fQ@`ym*IUjfIczaMM=^(A$AYAU zo`w_s4SW?S5PE=8igZfvL=}qUkK2hoJ=dtvmBgx-G(D_PKK&$*`-P^Q9cw$OP6nd3a*YVv>e0 z)|!zKf`Am4NL6Fg<;FEglR4IrVQ~940TL!>$<%C&I577v*rA?CZzi%=d-F_d(+m5? zSFCi3i6(IyDdY?lsVgOQu*W<_p_>5@nUzIcG$2yffi0Y?D{~N@p!8`sGj4Q!GBjqh zCfV~l4B z#aKB=!H73%MM_@yq<(Wkzw+t1{K%FOcd??8rWNx+_3gq(xW=1Ga^bt4E5X$!4CyD` zm#BA^hENOc1J1N}8ACq2PQHjv_k|tLoMKj8Y5oJHBY?UB3;Tjae}Bg7tvomdx4<1N zvyav1QQbh?lLXjB{2a&q>M!;cE0&C$Y@`1%>^GE^ZmZX>T4t^UTVv1qdZy{Dhu^WN zpf<@_K#2->E&g$L877FJ6uIY&UR>Ne++#}pTv=L5ohUaxI|~IyXxAZP*NA}2jRF?& zANLLq*IQP_RNi-tMAqST_(1Uv+uozF=u|?8QE_8?8Mn@S?}AW1C~{{NoT~RWeUvbJ zEw>rkrb8cSJZ?F5fWFw^M1-;R1q=?L!}$S(q;MG-8EZgp2ZVQlMlJ7LK#aFKNn2j; znK09{0LY8lRdm!Ud&j*9@TQC}>|%!K{Rm1;(T zFgD;6Cud}olfk&IwFgKqcC5qktSuS8c#8$YihC0wVeUd>KSD&6CW~6`?vzwaI(N#E ztT|Rvt;mhyg#$DdIOn3wV&F})G`7x?&o7_2kdZ(`Osi8J>QVX!&GqD!+|VbpWdIP8 zEb1z_>VWf>CCt$#s=t|iZM}ILlI-GcM4zdYIBZ0db4Zmc6j>%SU=0v4Qn@dM*S>XD z%SN+(9?BB=($^2Mw)zB6w-aFuqbeyi2_%Hk>xb>Y(8^hE9=AZl%6Qe1uq@Kd@F%-R z5hpGfi(?jgOs-A-N^Ye6gNcKNa7=+LgH-d3`s8{|IU1SzWv=n~TC#%%6eQhr+L*y8 zyqO73FDwkxAO+2eWmJhTjQV)kD|enw6EX*L$L(io)1zJC4R$G=8PI^2}^hSr9T#6bUVFL~7IeUB=(*hvdxv14d-8YcWT3FB*Jwpi?kfI-LbW|%JV+(ME^EYl%IziMgQwOs?zz7~M24iiv=j3L## zU~PCPh#!V&^p5@~d1C*1CqUM%2K|ki;~L>lkShW>5ygUSyL9p! zLtaoV_PzM)EC-|SDgZURmi0xqdV&+~C2kNUgHqYj#Z92E^BFP`Kpr%o}; zw&n#=4ybc-P3`T2^Yfjk;uxp8N`GJ&*Y(w6!Br2>#u@P4WOgETqG zM}Q8G*-e9+5nm8mU7=YMb4Oe(2%_?wjY3LG-?F|5pHKQN3Y<2y3U|Hv>T`#cV)x}A&Fgk?0bYYXkz$q}MD(XdeN_r`xe*5v;|%zxgB5WjY36xjf=brF zKg*ncM-@L4t9eH_R$fvXXF6ekuJmmd^yBLB>-v?4XSI6-IQPRg0uLjF5J;r-tmCiI zfK#HBRGqZT_Z1b{cYixj8l5j8MqhHfcg|`&FFd}n>LP5^$$P>N-bs%Mq5XRw4K^K} ze4ej@@Q|Gtm{~B8Zg!N&R#Dxnto(hvs%tu+`IL*uUir&!Zf?S|9${wXfVb;*f9--E)7NY)oLy|L%C=j~oH=so|2m&u$6KVKaCbf6_w z$O57|a&34-ACYQ*7ZzK;{IMp%%l1Sd!x~|h?NeEzIouNSRdisfT7Xnt0d6OYfm#JXuk7f^CziTOD4NgRf%6X# z#2~tjlv=w!5gxQ;z{gj?i~dSYp#PyP+{LJFPO&Z7p&rM1;+v~sL+8i{AXb7N>qotY ztv;Q9fJkixP>XvE6@EkFNMICTOzLTMjpgnz9HGi%`%@{$+3_=CB0=5JJf@+wdn-ol6lL>V4Pj76<5&-BCBK86k8!PT~ z^qhI7qJspXJ^jAnA!l`S>}6WDc`tgFfj%(uHTSlLWxgJa#J#__C zECKIx#(AZ1V1@;26#%Qi|E~k38_>1=eS}WDto?L;|D^fy=erZ1rIv3wZ|v<+pYaS| zF>(9YgNp31R{7^WkWgTEYP`fb8^GUm_sITLd?-6-x*bsJm94g}k^{+EUarzrdAr^* zUq1@EBY}6niT`U~o-G!TYcjna$2ttF=&)J0q5a}(f$&{b0&unju9!g4Z!>lci;;v$ zjZXe1{oBoSLD#(~z|(Smc?pWTJV@@z$;kmvhH0_eZt@E@Z^E+}0cC}3?b0lvmrCEC zQ}17^#_IgKo5`FLptM^YO)Qk{c`vZ8wP|#8i}O0Kk}8j~$HPq^4#bjXs@hTmAt?Q% zJox|9)90lnjftuynf3K>r78Uba!H1VcyYtS>mw z>V@+o?IxC-eN$5b5J}*@;RV5yO@M%5s^uR`eOBGLl8eV8`85s?-}iKf`sWFt{_1KY z^bc-$QNZ?{^q}JgzaN}ityput$)ZUc@G#ZP>ASa)N~3}J8{c+xf?g9=9Go&CAJJaU zV(`dti#~!~@yq;i8ema#@N3Z8XZ!+{kdU88=oYDrln%5-AKL-5gdKn808 zQX+&gISxPdCD&KhvklefYN)n&x%?lm9R(=_hiUiIGl^z1bSftV-*TsXliwm=c+sAV z^RPUdKq$?szg~uGa|jcki)VBnU7dkhtPWOjyuB4RS8vAN!%olDYCuOu(JGCK$OQqI zoXx_zSfi8PnljaPw4Ei}>)?`A)$|m> zCs}Lx`0Pancv)LNGeWfW+R}FxC3cx%InuKrSZ(-+X^3+}%6ZNA{N{Zn5UVmJnJxmc zEsE+M!hjr(z_1-HBD!H8xNZN}qQ0YFY)WJN*;z=!9~{Sa+r&tBfhS)X#Z>U|W3sKJ z7_*d@DQCCuwTvUq^rhcM=64j{FiK&*i~iQEn7zIHGECUx zb_-aQ;}HOJztSAxHL2t7J>i}6Va3lV7PM0MJPasR#dd}p{=>YVXYc=c1twMS zUOigH;mKjruaeqF+w57m z@Kv|A(r2@^88^hj%lW%-rI%Bsf)Eb7M_aZ+3=wue5+IhVurn5Msl~!(&%M^q*xE_s z3{aFA&u$rG z0rR1P(IufUcq^q&jBZL#-fY8X7MFOhw}KQM-z0-pi`Vj^&0a!?h%CX2_Jom5>>?W$ zupD&SO?@yh>H77b!lxq((UP|JR7oC;A@l`#u(Oh9`Eb6*MxwVo1t_VF9uf?T7Lyux z99Cakpr*QQFU!T!i5ZvOFl6`UGu5A21}_@S2mHFwjfw9Xg2f0`gj+3=*}4WCg<{=@ zDQb)Tq2%3>qT}c#(MC#(*DRV#H+AU#G#@-Hha~oo#}+R09)TwkHO}K*1n^5@*qj8yqqtZ z^+p$1@AqcFP8U+n2P@r8IL*vr50M|}YyI|wviJJzK~-o}6NO=ruhbF}EgbZG$c61; z9rV7~tCvPYGmDH!bQ3l20&+aZ^VkoeYQ0xwCw15pvsZo4qJ^3?_hmiyrs)p$?88Kx zulpS%r2D5Po>Uka8R{r0orSbkE_^vX{{98&xZmoNsdNvwFX(w6*5Kgaf4$hSE*GrB zg8`rP0#0ZM2{`+|&LVyvxA3*d13W{759}Ja=;+`u4Z3;3PnNeeV*kCqEgzi5?*V%c z<%b?K9p|FiWVLX0n|-ECHbJJHLIpvcTIanQN{uc%UwyT|MVw_yhtj0Eq3!)O*6v&j z+r}QWf{|5~&H7NM8H74$*)ZmPdrXh1hWN|qge&R&)sBWFz_$6x(;4(stCU}c z*oB2=+G~#9JgC+CZkptII>6pztPZ= ztSt{;O7mvjJ<^ajmDS;#-Auu+_^rwM@l$TKSx_a3m24-7qrn@QCUd`w-90#`g9FWQl9hclYK% zNyD{!ABp4anszhDytASZ4xNG7?SDCY(h@UNQ9m(;14JA1Bw6WPDbfR^2ZR?UAnsBF zcL_Xc6(i>-i=0g#5yt@Nl&Fzq08s$9R>hyDg@??#&7}h5|QIqhO zc^NJvQMUar*}7(RiE%j&EI4G9{ksQSY8f-Ww{25_G078;Zim2=W(kgCX^ag>@FqTN zz3k{$cmy{E zw?!Vd96>3?e=X5x zcRXTPV>?-A^Mi>vOPD@f(R+6~43xNZ|E+#)E{VOpsskAk?QvI?#ogyf>@gWPnK0Eo zZ>q`H1HShC#U0r@9$;ECgw!U*N`S%g=km_cJ>e z(fva*3uiS(6d`$#4(ZCXZ>>-6r<5;JfC$oKA}M|M=k~{{M=L~?Mj@qI|HCA9Q}L%m zW~UB=?<_vrIaOf?g+&w~RPF{TW+&o^==YyLzpk?Fk+}G7HkmHe_l(TtEVOakd>5sxC*$5_m?o3zob#q}#PSnp1~Ft{ zdg+~xH-pGfBYLiT8&v)M9@SrniHK^yjP-VO5KgN+H*(sxT;I#)e{Z{}%d`DwK9u>P z9B-1EMXl=?u_ zG&MA&LJ-&B9%k$!oPI~_-Bb0vWPsJNU&bIBK&B*qIrRa6sGRzX$#XKO*|1b|Gl z+0E<|Dd6T5lI)0xiO+?#cUaqyQ!;C4r@gP~Q_!{b4o~0^zLpTHZ8z22)Oeir0+z73VX1f~;0VKKQ+`d2Xm}R`MuDFg?ia3@dd_wpv@+y;# z2cCDcB7b2!DHzQ4;aT@1;0f=^e#H~$(H`8AB)6e;#W!fgyJY|@B`Cbf0uTY*!#JOm zU$ixum*d1cV3p_L{TPpa%e_sWeF||p=pO3r%Q5rWi?kdnk`tdgI%o(whgJxL>dh5k z4shmLKVVin8gRaGlY1n(P${zMGgud%Eq#CUfN@;wr?^k6l8$`m(7M%Oz*$YQ*nV>a z97AlWU_UrD!<_8}`jLz8!)6)3JqG0XLR2~Twt;qz10CSaj9mhug7VxWYMN0m9X^{j zmjTCOot8it{PxX*6x$8)n#`_E7N|c(T=0<^VVbFbIIwUqRpQ_mW;Hk)0Ig%&L9HdfesA z>$CEPvLGtqWR1D1N}bGSW)1vv{*Z&764V?CiHdgRDn*Kq58l+**Dqdf!1+A#+G(8g z{k!LG6C zLUKuEYrr{v@)TL<1UIdJv}kwKoXcHi-js$%74U7RpjT>M?n{PfTf8<4Om4WBl<=zj z`5^&D9yM9*4Dp+M$xp^AJbZoAf{7{J*M5GgBYs$-=HVd>8T9;#&$DF%0~WW_b1N!h zfNpGA$bF6%Li_zZ!$#%uZzHA(xSCSfi$Bf~2mt@zg|j0UOK4=ulYedAvu6#QJrrF3 z;bQ)JY|GS7CfkUht)jm`yGyqkye{?8TdTdRinCmlD;H+x$wpUTx zRx=E~XZ&Od{ReRfk}!_LV}h||chZn6wh~WgHQ=aon-f~vq}?h|iz);moqn zUHS?$G?XQzue70PG&DP1%_zIC{q*64I$!oo$y0unU9~0CenJklQ{0RVhxHdE#4u8~nK=8ISJ_M35_@?>jvFwdR3|>%VvL;>Dcia*7t&){t_tT|b$c$@hs6-6S9`pyJ^{mg*Gx>C?@b z`3s1%L&eu1M9W<|wjf(3p=}|h?aA@(by(6NNy;2J4u6c40+JrT-W?wY@KK&0LJ`>z|Cc6$yUNsg_n-nyP}Yo(Jb?|brf{n_He7>&Ax!zo!BMY2AXSXp8q)MyM*Zz z3M>F51RP=*SWVSzYMh55G!D9A08PLb{XyxBJJe}1*cqI#JB=59{P+>Y&#$MW^9eqD zM(-?dE<#R2*R!)^5ccfdzr0ylDF{Li15jfBdfBq#>@q8yz4y}l&VSQJny9#V57gN} zY8Dr9wzP_;{H(8w%xWxsRn@zol<70teF>KjOW-~_*ju)537J*#&I-XD!Cq%&id7bG zjFq!w4HXPRm=W00au|{R`t2(nk$Y8@Cpv-uUKC6p!N5qA+=7b~$PIZbLUh^{s{8Pm zKW)mw6*D{6Grxb0mI(Ox^R-dPpu9(RK53Tmk8c&P&Wk(6k;-LBHLT5*kN$x1X>Mpg8NiF@;HM&!1Mi(-d_HuGiVU*d^UCh{s z5TvQd|48aK{tiIWdalMmqR2h1Y#B4Az+b8MyO~pam!Rl1PFLG$`omJVGTZzC+OY8_ zI=92@tB7ezmbIR~anl1jE(%ubnI96QaU|E*#iQz^N~~NZlG|H6c}oo{K(mLpw11gL z+g3@;xP|NO3(?TD>tRvP%H;)(qHsDY_C|FjLG58#5I432`uOfmsn0WR0KvNGKm`{_ zJK+KH$jd8lNixaK+L#_rR&BXDipg#%={mSDmM|v2QHh_@b--eS93gRUA|?T#u5? zcK+*E=nDui1E1;Z($Yxz99N|n5xmL9c!^-$yOCBS(8|*P)3dW9qod6aMq4-E-UK5j z?&Z{@VNJhzUW*Ifre1|c4}JinJhz#wZj6PS+3nszFs~Xx?CnysPm-<}9%sO64#xXG;;^9WCaydtf*?1!3oBP?-HrV8#y z(vS&Ii_`v4?s&+Vf(K4Suk0z*P-i&{5?Xc}sN$YzNPf$=p z0}ifKaoE~BD}2f#649HlTO{~W2i8keeTL;by7m-qqS{gtB9n83Ou#$aKY4}QOoq=? zp@gdFcrenjbMj9$#~*$DoF?g~R%Q7WE?4S)kn9~2EdG^%rPO%z_A9E;>F!M=u!vID z$ePgba4t2BaXbp4%CoI%7>8gRE4xBpzAzZf418-#PPV z?)K&vfJJuzI8U~j!#*v$Zo5$`UoR#MZR>q zsSd)Hk3PcSP#*Q!RBQU0&cs}N&@|O~d}vs)99d1Myy9MR?)6NnJJHDj-98fGvzOL zobeHrv7k#ze0`fyDd`L-DX=1yE3|;p0Utea8vZ_I5i>QVA|PI&7hyJ>tD(JmC7Btz zn2birtIBdq26Zn_dY%XGZjONB;$c|1wmQ(8BdheU%v(Wj-!+X_+8(D*!RO0(S{tjXjh>c0b3 zs^VJFPBmc>5&hf|5P@MiE+BAu)<+bEbRJJQ>+4bs<672fGEx|bP4AqYBZVnw>26Qe zoieI5KY|Ixr1J*lw9;QfO4a{|dUzYBrKkHq$mtjq!NFZwu#T62!ob-KjT{lGzEP5a z$5Q9F&a>QYitiMgd?8EKnwm1l8zXybYw2O`b^7*ADbcA%G+bUQGopb{ml&?+Q-p^k zscY?c_}V_Vhd=6(@kLN3@Spt&xSQkX0ItV_cyWQTu%#l)QXmv*^27H){&?<;OZzIe zxb!UteN3tDdvG_?oKw6FK&NW;t_Fb1uC3( z;DA3Dz9dn?Bsw^lFw@&atopTub^J-j;`Gf2e3ZF8q_^5n|DM_jnz4RWK)*IczqnPUnYwYc$sZXKZ)BM1PeRq8|>GwIu;fd`%fGl zmw4SPpV=AXDNj6Pa?!=naTdaLukJs?ocWJOF>Fv||8(i&)WAw|+E`*B|6t?7&UKOs zqV{$PFx)bkg*a$g8w;z%Q|h13S^7G+84RE-oZMO3*!eMXcbI`uTsmJ#>dhkyJAn`$ zNpH+$mp2*Dgc)6|$5s*$y{BW76CrIt21XR>TN)3m#A_g`$d%3ktyk^e&{1h4Al;PW z{ln7NSGKAwxvIiU>?O{aTP;QI^+nZq03|MiqY>_6L=~gbdR+gubsAGuSptSKR)h5# z(Uga{7DY=7Yj#COXy{a@Kxj&al!l}~z0x@wMjN1EKsf7`frN`%aw4eY*5cCU;G|5p zZ54TUFIXP%p^6^t#2vJyk76^s+B;b?|w02|Vx|!5W6cgrfg{6AHSq~G>+#wxlQd34NRZ&`+S5gu&opS{=WuGhw+8JlP{*1M* z9!;9uzki?m>Mg@ zNlnY>;8HaliCN3IV>$bax%@8YYJ~}W>vO#cEH@sPJ-QKid`M@n4ad=~{k+&a&|Cq9 zq*tP`HqJ>OS^0265;jUP`yXyB5JFhzI(?df-#j0lR?x-`Cmh1SyQ|8012l$F>Yuif z!Lpnx=E4g8<%03ez-;)(N~2|*Oz2X54$gGCusIC$aOoG9meR2G;gv0y8w(GI zWshjY{u*xPq%wEflC+g}bSOR>7$C2wC}FZXKAf_1UArKZdWx3gMLCuo9Y79LW|ArY zJ@s)o=H*yHVGl;E2)y+(J7QEMdNkzwZ_1uqeu+Uiz`Gt0c;@8NPl~wSM_15H<&JdK z9{^LkDdey@a);^89nsW2+W34OlY>y}u^qy_LnrVmExdU^4h$l9b-~X|Tqd98E8a#8 zk8)1eGcz)Ni^7fFzk3nphP^|;1KKxDX*r%kiXdWb@Ar#tv6)T%ShdW;n(c>&$D9b& zPgRB7w6}U~p~M<!%MF^zM--B7sY#U;tb{ih1bpZZW*Vgq`%#B>|MJ zb=ok%k03Ps`qhgHf3)Lv1p3{E7AZ`z0E;W?w7p86dSS`R%c}Q2V)?!_#k5ljn8yEM-&WueKu9XUnU!4`sv#*s;qx5^(_wn^eHoG zsG;rISdtvCX^J-e6Cf#ba`xe=Sj4k{%$E+jIs2~dH`AEXK@@SBK1z4$iyTzT9Utxi zH?0VLjCczp83SJi4cNF?7`e|LNnvLF?77CAqCYr}y8iy_0OzD`Hu?rWC0n&ncX_-e z8x(jQF;ZcL55CoCDtFuc5^1`iIjsI^lYytys7pKRSTKH$OYjcn+c%q6i5~=7oMno% zGuf#rlAi@8+_}Rt)sTFCGVueaxK58dcJysa+>#wg+wK%;x&0ow1|W2AZvq#HQ@cDT zc)w@ma>HlwC3uGM;jyAFlNyeWrQSBj84{3MlK1xQiqZ~CMG64PA_3j#smWD zj@?oVJGRwQN>?3o5V^QXnNSbqN9r=N}1ds|X?pctX5po7Ar$(nj1 zmd0pqT3b*UF&v~}3`WuOzOH6xG$V7kKg}qeqDT_a6di}>#JLdq+s4MhNOcXZP@Pwo z^ZaA;RTw-+bVxP-cGJZS8fK)f`~$!otMo zLVnSZpmH2^5UOWb^h83-v2p$81g4-{B|Lo{#vc0zJSNDAhd=9COAS6$Klo~0nezXW zEw$ESQ+~pfGP{?7fa9-mPVSQ3>($QXCS^PL*4=?<3SFp=UJ);N`nbE!qXUhG@iz6z zkU|nZ&v8uO_|q#~P6}sX;j}laLUdF~*xI5DXy59#(;V+RI9y5S{aMck%}V@%duZDs z2k0XJK@KGVyggNYYds`5OlBUyVON!7gal=@U^1;jLR8-KT<)HDMHg*+-E6^BX-P?L zZtgRD{0A3TT%#Lu$)1>)P6;=+cuJQ>xa`#(Kc{w{&;-?iOqu?8I^J&|o`~ru>U(=b zJW0+UANnm)>NnEoB+E_*dbFRfSoE|?0 zkwy!DJog5Jo5g!?pfKTEO;kxlyZ*n)!rX+V`_@i}S4y^0f^FHeE1dGR53;;x2)m;f zpSSmeb^_zUO}p__&1Vl@%I%*%d|CEqgyK=-kEi#tW-rHKc5+Gvtz$M9tqH#0^E3S< zAa(Da5VsmtY|3>r+y&APfZ$DwJHWkN*!ktXc=3oTLKP6Z9{1ObMlIyEcp9$HV9sMg zzS7IL-l)sJCZiG23xr9Xsn~}PE|$LEr{k1qoyHZ0c_7aog6|(SB>~h@XUbM*>Lo}v zDK|XhouwcntHS9K{rmUI{kzXa9DyB#i{`eVi3}cfafr4Vzu0<}K7GYSMzk8;m#`uL!2l+0Rso!4 z*XFYI#V5%e>O6ZJ$+9nUd#nY?3{M&(QcnMSAp$mbA(K*zmA0?sO{e1#%*M7w!_a0^fU!FGk19 z@f#NdqGr~;i;;(*fd2JE41j8AK?S-7xGH?E>%N4z_^x_lXyCMcuePuz-q;lbKPUlE zhnWfjK|r4kJBh=C2f1~1sYyw&38ewALvus--xg??=vdyAB+byU*S;(%c#;3+I)ZfX zbQZ3^Sdo*Yg-2UzQ1$Yc=NQ9aWGQHftTYmZ+BkZ{5OuZXVK|9S>IF9qkD9W2JXai4 zj-^LOQra-mK!4xhAW6C7ZSI$r#^-=sB+VaxOrd{1scO>xqYXP+GQ2}@Xc1&T27PjD zP_PE*FiflECV<%??c#YO*o?RHO5h#@#5=csp8{A$0o|9;y1vq&j7u}P3Exl2Er9V5 zs+^fJ>U`L+l3Nism)v-GYJToubC&|xFOY=D>D-%2j?aHxq5}i5(~Tf!d&Z0B0AQ1; z8arK+c`F`qcq}QD>LETL9{wECbF7S2!OeoKDct?BWnHo9TFK&1=qmWqjogNO9IrtE zg_5e;MljnU|Nen8^d{R*)OX%bBe5ZEVYQzBPjsyQ1b1U9d{(>>C%t;@?4UGe7XI_g z5xHw1hp^BXa)d}JUdH-wo%7wS?cX1hB@=@tB$dtYcVu1iDeDb zoN4s>9zMFCy03|v1@c2PDe|EU7fbZoE=`Qbe&0oe@jU=^Uv*k*XlQ}d0V3Of;5)|O zynTC>DLl5#HqYDDm@1HT>A?hEj*7fcZz8th03(nH3$;sAro8N>kkY3 zM1_ikQZ@#!05EO|kj9#NoW~z`h^k>v-xbLRl{44{V5t6^djJe7fI|GFWwIx@oSYn9 zzS$G`8fRfZpMU=Ri8&ODQ?b>OYl6@yINuOX;{cVb5Fc_M#q;>hKN*r?f5YS!-{kt+ zsd?wmcWIRgUj(N8`kdku7sO{O9co2i-OB+7%ag40c(Mr6jAwZEfc(JHf{?=8 zO7cWqr|>o!)ewAB@#`Yeh-`V*mZ-Ui zYdq++9<>OR#)m_WU_oBdUgyE!{kxc}XTHj5tUfU!f)qL|q11`xXmY2{-aF;9Wo+aa zQnt7_XKS$?C1Gg5vwUJCZ0dE=?K5>S>GgFd&mj%3mIq1&l*@o@$X~lJBPDehA*}`F z!k{iH7{{kGfJROxTe~qeKs~jvx3#r3^7JxX(isvSp&FbX`q|ptv^;0OLg4CsxQHRR z1KM){tAi8qy0Gw;t=xZiNQA3d^4k;HCp(w849!*p4?TbX%}ib4Xh?VRy>gCFL4M)% zm8aBHRCKp#|Iq2sGVk80G_Bhyl3h;bWj80(Q|EZ zxG(w*fsuq~HZT9KDDLum%Z9~8sK@B;Wq#@C|FW%0GOZYY4m1{$V zRhALTSV*TC1UVP=;%yd5?I|$W z(2`jDxPt7oru=z<Nl}1adYHQ3zU3{4;w#U}gX`qYgrB- zrwdYkzvInphTum}4?4I8aDS!_iLS?4ww>d;t#8)?$PNO%xH;F#4+N4V5ScL_3jzSnSAXJc-Z zvuv|Udht!2Y$Q9FR44sdR;Zn^mz{rL5fJl#S^#1$WMQ4`PEFSaU3KfcGD{_9vJ_-A z0E&#&I5V4ke0V(@=*e4<4tPWNtdv?jqAP|C1M2?N8(t431OUmSX+gCy)|U%A3?Vo* z(@^*Jz8YHe!$Y7O3AYfiK?&YcTF@AE>Cz<-nSdZ+suGugo`=THGt8n+-t9P300}9+ zdcC!EdGNscN39#okr8JU@Nd&i?>i8Qm5T8THL0i#+RNY|vZZ`5^A(~EK?=c0ZY8@s zD<0a-dLY6qS|+d0t5RSvD=xuOWK=>9yvqN*VrVpUtPCL3%;ZprAM@=G9sS`N?sMA~tv2jWJC zGUh*UN3fxJh9=8%9VoKwp@F`tOvj|ubs^^qmTP$UOwIXefqdO}KEf%5`Z7;{zR8n6 z+(>3q(C-WqX$w;LujuA-V_q{fJwqx62>hGxnE&!&O|}S-h@M@8G$I}Hp;Q0DL)do5 zFmKKi8nG~@mhw`OtN|Sl_cX6T*-!i^1OdG)ZXFl!3XQo>K@lQ?|Pe)B`E!>6waszW?)2y=a!$ z#<#0Ejg(InXdyVq5 z!*)vIY)XT&r}kMv8eOddMAv8~W9L!O9NH4TW-9*ke{pxuy?($&0cz;O?!ZH3pH!R= zKDocP91Vx$3eh5gJ}4b1Ast5MU<@PV;u;HOy;V?lZhp5qG^(Qc^Ro~#STI>0FXWJu zlmBb&g2=d1e78D2;%L%C7ImZ*Ft%>9czJcEBp*i%!do zo6>5+Y4Ag6RaF&BR!m8G`Msh1-rb{sUjvyY4>yZ=NXwUWt;Rn!h6ms`RZTG?F}SEQBsdF0pn^P0CdCV{+7%|7q1F{d;pTbYT8(%AQXv*~;w zlU)QtXecn-z<`wiulua?u-~&a9+i2LO{Zi9MsSTx$wY_YLP5{pdiMr0dI2Q~@3fv_ zxaqCzoz;yW?C_nbl`ZL2ec;-z?OtQKMKJ>j@qI9=#4KqJ+u{Z?=f5<7?i5(sAt(s} zVjU1aeDLaQMUfFQ>CBNBXdNXu_1L6WeCuH5mRr2c@o#XPd@@z6C9^{Nr^!P)y9Yye zW`pU92}i0%L=e?BbBhITCQ^GEeq5|Rd?_5wnaq0`Eo5fa1O^1L^|=HSxISSZ-z?Jw zBZ6jR5^j+qjB9rD>ufzy^qr0>T|ny!mDImtn{_$rI#dFsDn_yQAVQdEDt zLI%ba6t+R{0mmvF)mKSAk397SP_&9Vh~9-#Z7Yxv zv;LQ|^z5BBY_6gKzU59h};nAWlpbc#RS&&tYAt6%BlrLR_p7{XT;HeaV zOu*S%>3nc0a0QeEkZM*9#ol6#=AgcUleoX{3pXep_ke$ap$Z>CTv1U3YbAUmw#M|# ziTKr!MUk&@O}@NwlUgQ-c9TNDp6rRoyXU7FK6BU{?KqR!cl z5vu^%J+3t)?gP(jTq?`}I}AR4d|jgWe4uh5 zCnR(b^ik@GTNiA7^358T=%J<_rtvI$8^$C22Z8>EVE+|_gKc&+vh znRdp@*;6;grGmYGP&4Pc%2EH9T}N_&Z@mb|`S{H;Pcc^ey_Y|FGIfx}n15yj|Ip>s z&cgq?arvkLZAdq(KX3*X1rY7lGT}ife6Nquqk+M~?}GBzcV-M9Xm`o!$o~GNT$5KO zR%UyGT-1wDpp4j+JE>D$)?H=v!YZlwvs299M_~ug?|7=>N9KguJX}E?!1J@Bw zgND;mBW*B7*4BJ)Tr~UmZ&4jY>~;t2>FMJ|aRU&<dcx^9B4p zT);s1Qmk6RcCUv9X96NY)f^hb#F`#Tu@*t2y|8yU`hNZY`bNCQ2#ayo}kUpf~F_6M+Vb*q$m z5)ZSqt-5sJN)_;)q{v*tHK|hC7ctLgPRaz>9FqA|uO6UoB?Xm)zFT1_cRU5I(mV&9 z(?RsG29+D;Er}FFz~f#>=7j@=HRF+Ob%445hulXeLJ_%nB{GQKc7c6?mk&{INsUKc z%_5s+!Xik|j@PJNpVP0eCqOuje-em*^J!KAMKcS&8P=7=&||t#yt>cTtx@ijw$E7o~@@2kOh^UwHsF&y@Jl6)7Vfn&Zi*4|E9RB zN*2z?n(^PT{w*2up0n4!RsCneyM>DH!W<>KT~X? ztzhzM@UMefHh3G|+hKWP!ydnkR0v=(o5e7TzH48d{qf!RUcmO$?!lTsM9BtD_9WGC z6z+xc=yNojKX(pNh3rVxG2&-5hXHIz#K>xc;1?erw<)`J3Yd^yTcMP~kfr(`zQZR~ z(0`UXy-DL-R`iLj^*xdto6~UH_6%!K*R4<@VjYq5`Z~91LqO6FL|L6F#V~5eq2X^} z$kb|4L4jRg@rMtdeLk8rn>?h%qf;;O;$eJQmQ9jlT9@<3i7sWCjkw@HB2l5sc{%$F z4p=lid1*;QypHNVS7|^7>W2>>P$<+ZjF_mX?wvb#%AG0zwt$Gl!=ry-uKxn0*>)Xt zGBv-FyhYx{7eMQuQMk(g3qCPZv-?3or+}|G2k_c+B)Ts}Fc|!?27Re~%M9)94)pxT zGQIicq#e>oN1%w+Jp9HB-kGpdr>b5SC^z-b>MbiUTE2-bReL*NXNv9cJde7rB_Pgf z7L&Imb9k(VdP|4Ze^-X+v=&PedG3sZ9yx$n^_8DJGOLi+xy1^HN|iJFYV!E4%U?9$ z_i2`bM(qmKo6c1%h>RnY61KM!zdcTZXSa-ne(}Zx&~QlJm=dDmw^3B2p9V5TL*z+^ zSrn7>^+eiweyo5J?S<(>8UV?r*HF2Gq)0SJx+Xvow#NL@vS->Cu4YetURwiAL(K2r z2_#`fw{-@4=6acKc+~@vBOty@SZ{t-PP8FusodnVTes!~=GU%r7yj?=>)gUxU?6{~ zZbJSqqzcX+LbEN+jrFNB&`gQ8OZLwKE6%H>z$3A&!=p1k=7WdZkL6nn@5E71G*?{6C#a)~0RUxNTyVyUbeuZ-(L zVm&j*U0N~=)RUWwECO?GGt!i`Okxz--CCvWTc%n}I1ZM~Sj8S@r0oA2wYJ-!tVCk9 z=Z=q*mqgXoE}N0-)B5E8l~MSRe48YONTueJqt(sssmVUUPSJY~vukTc&MTHa?;)0~|PZB`tmGcE5pQHLOJxBk3n(hO)KUdJKA7ctZYo}!U`@xY)(Q8W?B2OF;NVD!uQ<>7%`czX!RzviFCqAD#vj10p z0{h>;t?K;e;TSw>im()Tz9c!fsp?+$mi)Z5rf5S}NeRsh#lqR07=_`sZ;#{r0*H%8 zc>J2b4>c~b3fmjFF1=-=)?a8lrS$hP4gMOkYT1Pj`p8^vQ{Tk`@d4Q#)?DsLUn0m2P z=3Ps=c)HvOweLl4GvQp(sqM8emEh-2jBct zzr?2{G5>1kkdg3o(8m!`8E86#nH*v}08EFooXEfPA2bQq4G0wH_b%)tLMCN-ZXhq9 zoS(lg<_tR+1ajQ zX!JSUs^IC&4J|RSOgjP_&Js3EwaA%;D-wCIzIQl+Ro6((-RKh*)TkzfN1Hw`0Yf`u z>n00%dyKQaN|D8_BoPp8Ren>r{H3E%Q?ytw$Vg+E>jDMK%y`*9y5XRoBiU3Q#Weqn zjIR~dzp(*ZAuymxt{CYZs;G#)X$k{;C#ik52L(Zm^UNkO<9(TDG};-;cka-TF(7{q zcC#vAQSk2ES~Vee+7?qv3V*|+qj@#|!JPCtUdfAPNV1J1Jv7q=;~aT|7d@mGj0@y- zUi9*$A=X)x%q1S40s%nvH}2;(bKLysMDXscF$g;roi$6_8 zFi#5>VasWT>+xoQRXPAtx`qmVc&(@vx-~M!#@EZo{`s?FBeRM3+5S4S)b8iME1oa? z7k!=q)ofwZ*YvqG!|i)m?a4H8s({rqMh&a%y%`2sH5;4jEqnb}ou($C$>}V_zDrr` zwn^Mi``mIgzG!3+2aY`1%jlo=L`jM4j84E&$6yR&kO%KpQ1Ap;{L3Vix>fM>uJUl( z@{eLG<1b(56LG8gHLjNb--G8X>~-p%o+9eWd>jeAuaafAM()5{_kx(sFBVuX!P~?a zyWNcH+&QqvyWNoYQt5B=u+k@NTzPm-OLhfy{ODi>S{@2DGS&E!XM4G_zM+-l zZtKfdA+Pc>l}K)IXc(YqmAXBVD6WuS;({dFK zA8dC}N~DPTXq0_Q1id;2j;)8@Ww zY*f1FpzOO;m*ec}bty_sFp#eXYO|->{>hMFdHl@^DYIvLcuE!`Xc^(QvV{CKr-_=V zI*(spV9jox0$?7LKlsayd6X_yVw0T7ge$l?ET*!Ku;}gK6_cpb=tznEl9C=@R^fXC zbHQ90a(4Q3n-n+7ewdGKN{zm?zzBA;1S5G5*TPPcg)ycP2-W*xYy;APwdo?B%D2Cw z$Ox457qK?C7XsTWzgaOzC;|L=&VqmKSW_W*p zU+nxiWE{A<#=`Im7F_h#mtZ}96I_agpuksPoChH@t9e0mG}-3+1*pJI27vO?Io(6${Y!#4X^CcqW0cC zwuO&K&l?L6a8#-=^H{B5ST5n3dq1%DcNoyZ+eiv{Aj0fb*a4xdX zo{W2)COIX)GIkcy5DR{eb7W6x3GGQ`*;}W10>TC=XuI>-6(BgyThb>yeTBsyk&k`P z4P|%3*1&ZmifhaJ+d}kbs_R@^|L@vbjR3pj=I(4vwfDL;pfhN6Lqmha@$M`XgfvKO z186CC36bUV>*8HUN1ydh2A>%y)?Ba()A?4HAO{aWdcL3gOM#v1Tp3RbmryaxVY%EH zRlBr!t>CY|to}{@Mmbo=VBOZ!dpS|5cgF+`NuJ#`*D2#w{tkW{Au1uSC>CE{G43?G z9`&A8GI^Gnxfi!7b@X=_kLMne@xQx2$ZpWI%YG>{Q<41w5Y4HQcBC>>DjZML9eF7s z5svZb==~O@fW)BkllI~hKLX6vU$#?^kdpoEcM3Hwz>Ss#F;pMj29+4B7`syD0qmcf z4r42X!dGBE)Z+6uq~=}pp--o%C=4E^AYcwxoblwRBqz5V-wyECbm4kL3`9o9>^fE& z^zTDoz6jhihHJjQJo3CMo|{q!NB=91qO~tB=F?Ngmx%~(YlNTE<-nRhxehbk$RqVW zt*V1gVe(wh5Sn$4r1qux`MEuWJqZ>8*zwR$=F z4up;Cif3|U286?~3n*ySvO6Ex&m{(jB)Z#Q*~n*74m6 za%@=uBSq8YMhb|N3c`SZqVk)ce9kq{@je9w5qfP+sA^0T01NP_g5a!B3HHUyIowP^ zPcpaMjO@V6+p%^nb#drtH#wztq`FEN1nIBK?=93lzZ&QMQ@~em zz0qg$+j}43k3ZbWqL<>eiY{s)22q)EttS}%f_OzRwwXqL{#*R68pq11asPFFeYo|Y z;_&Iiqqv6DZwB4*91Oak%6`?GQ2geF`yWW^9(NA3p5NpZ)J#yg*KciUNiZw`2||4A z^pQzyT(so6J1t^@S7>h~A?j_!oZ{}ggJk^qq zij9zXm=rRS%_qupbFDu<*fv7mLef7O-pnI*#!CxU*`T6Fa;j-v=)&vOnff1Nhkw$# z{~uFt0hHz1wGFEvB?2PSA>Ab*-KhxDA>Bx)G)OlR(xD(BT>{eGje-bBNeL3t{jYmJ z-#hc~8D@42?i;T2TIX8FIwI^jWm%nQ!*pHwAPT>H`Vazu0BFR6^Fv4DT8hcqhoVtP z9ZOlmiO9(*QVt2tZs!giuX(0h7q*2DS0r##^1C^PDHWX2vdgoe!l{?Gxw3MzMi?DF z;XXvppD}oy%m(-5<+bC6C+k}=+ISjO7SFsz{hq3L5b!v-J2Cc^<<;^=u}B(ZWB2xR z3N>MBYoG_yeJoNIV;Z*4l1>VQ7*~YK=nf(gnF}vckP+W2Ov)T!_oV}ME?XUBz0fb# zv@nbk$~*-gzy|Z1o59h*fX;&qsB8-WA(+@ zCq-4;Lljm_{pdFmvP3GQDZQdIKl>a@4kvz)Q$v%OJpxzIF`zn*+V4Oa^a?-g1b z{=8CeVu6c(!8vKArrl8!dfG*w1pU?UkajglZx=s?k}p#z&64^Yj)T)LKA8v2zB{S^ z`MCfh@a*3vEUzJ19!`R#oz+rGZY=r3EC`_Sd}?RkvoH+)+k zf2Q4NAl-{e(@TKEDoMy*mdPwHVrScW{=MAo)f>pqbKWYgTRyqy7Hb}bFdEQUy1II4 z%7ev2k6O*Hr>E@~FCaUVm)p12CM~E7WYT3SR)adTxutYrmmUYL$?E7LOA!F6!lED1 z)Mx#F*Z4QjPxd+O$rqZh+}IkopNyYt zyH9iTYH-=>0~=LAXw@6rb z0FKKEfrBZ-GyjN)nJ(jdXvjsM%ceLn8SvX(Uqp1X0l>bn;9nFo)L*tGvNoK6h74)W z-guD@;6LO9L8QBP3tvN-F(E$aH>U%?eZNacUfXX9xF>Qx|H~q+H}A~+HowRt2jZYb zsVx@2zFV8w;TYkbH5i2clA#Y1o4LMBy-4cBA>$65C&(Lww*qj6y!E-h!%e2if~R58 z^01w}`SCx^#um&@?w9+$Uty|014j^D{hbCjO+D8~2&VG+RyhHyD)vkGdnrYlebfMj zjM|I2g_hx0awjL_52BwKbs%fB)}&Dru+b1={)4kw<*OIqaX`0-tr^HEFI%3^A#3=+=`fB#Ou6vCiMdWgkYyATO%Fe_z90_flP58k%u_AqsU>)lQgJ zI}jxY1r=p4Uvc&8du9X(`dwWeI1#|ukhME{9;EgN+nq6cr9JC*27)JA>MR^qQ#6&zXuJHt|3{>7%=z71HI_C)2I(2Byd%IT_(M>gEjNvCvBD&aW>u_4 zEjEPu3JEpMGRDazj)IH*n`hheXw6?R!2M$#->lV{F(ap2QNnyK7|iLR(a^bEM3@OX_K|S?18n2i={-J=}RPy{*mE!007!gaCHeH zg(0xuWnXMr=UzoHXwA)^#t+&8;t5tD&tok>`pn+^DYwWl4L`lB!?7ntVB@2@J{gneAFk#0C z_Dy0h?{*}O=q8`o{F1U}_*wk|HtSCp4bza218oam-(_V*5xrc(-Pcp$d;I^hZ-bD` z3p&7rMivY^>j4_-DQVoyPe&vHz>I&QKRm;;h=<{YIkT{xIBbp`Hl3+JCr_7fGvU*u-F9uhWm1_^cnG-MkLQTwXC)!`YP7M1 z{?R*03hAo-fOUXhQXC=9lAfv_*=k9(`Tn56b+g*-G9-+ulG|)a?@jvSH+2EB)v7cW zKAEe|xY*s5m@WpfMhK_>%5ShW1mam<(jQ;AzG$rK?H;I?K7Q}{*3yMIOH=&gyB=;- z`8*9ud8Y9V(tvjKzAA`O;fMkiIcr-dcLLl?;C%Zc637sr%R_Zx2t+a^CZX+#4qVTE z12qC3E3iFx?WF)cSKkNd8tnt#_TZ`am%`VdzQy~#Gkp?hYXQgY-LPF(Emt1@q8ZpK zr%XLP#k(WlQx|6s-#oy!d-6~(J$AUaS91VnQ2?5@ve!09Z{uaA}nKp z2!r5ufjY#vQm!|NmGu2U^-q=xSH5mjzZ6=hMce4^5$_nrmEOo`3HQ;-+_%Q*a9E443u1)|OGp0i(Z#L2z1;ph+-|9`A3 zQU`>^38%+D(-F}dZ>O)i9%m3a0P0)Hx&>cBaLUVp#-(j<5718g<%+wS6*ir_VWXHF zk|$iAmwOdk6%!2cZM{Ij1LFheaAmcQx2sb^-Wr)!MAPJ3El#VCx!t%ES4BR4n_Cnl zNg47G-DZ~V{j+`1g_bn=8B*t*2O4%irRFcsnlAt8U0Ui5@|Wx`apu!4RV;ZG_?x-p|g< zvxDx(=({8hWngNeOBQ^sKGqVu z*(gmU#e_dyBU5=41s4*3%WGM%D0}v|pV~d^ep{0VxvlNW!1Q~XaO<+K z{?d_ID@&o%lamQXgGrg6CKpehf*rcOE91{qT9y zn<`FTD)&KrKMOduYi)OMpxh$pWqirt0;dFAPEcr`5GA{AB~GlXq4sia?9|E?P$qAE zdT9xrucb~2>F-w>#G_o#|8DAuNyOukq81fF(2FRzG7Q2bFO?f=qKzISGy#2k8a#iL z;o&dFk`J(${%?NruK{uiVq1Y=b&rD(OCKoALyW*G9d& zp>hR**a!l@K|||%kK#D&KKA{K!MY|tT#4;HYuldTtBP6>{n!24Me$;F@Z4&lC5v%# zjk5m7&Xzh(;a~C18HL^DU;A;_%!i_<;yuYs-P2i~Os$Q-fh(){ zWVmwA%igc|VnjCtw&|5dXsA51wLm^^=|*H9%ufvi7Z#y`nVQnzd>OEZ|GDVdixM|Odp_Dd5b6krK+{{hU{yr*kdscLK@=eB*~NUh?DU} zVf;wQNk>Bo1lWLyiD_W#7;mig7ak{2NKXHs!5f&oa+ z@qB+aa^1^(P;G}E*$)YJb$d-?Mc@SK@o=j-5A#qg!@Lg51%w5NMOg2}>3A&L{K`Vm zq~fbKs{+{bPpllhJ_gdk;J_&4hUt~VJ33D z2hdVc2#nkjxS(3FY4kU{zv4l?)RJ?`fT!l^Da67YYIYwai4SAhrIL`;G*9+!t`~aI zk-d$P9$<~^IvS(>x2)%TIh-Y&{)ky)4-v;rpzm%pr1-A5tRW&<-!mMsXhaUoxteTT z&GOp$_|^3j29L_qXsW>^-_Im$IwRr{%e-@S~Eh&m%Kr2xtf4fr}nH>JId? zS}Y->>&$guVCieg{p>ML+wRH3$nG)MOh}jEBbAwUHLi?1lSO*#Z)w7gc9F8~v3dY( zr#Xkt`-m^Z>fU*TKQxl9!LpT%(0#kI*9p?ZI(nu2uVXfcv7IelzYwA=`B%7XO7z5* zueGC2Pb@6-QigKx$HlTx65nqP9wjD*AZMn7b)|J6^pK2-wq~`r(>sy|%9)}7y7+SA zF@CxdpU``;4_RVuv1amzNBk~s<{ZP2)vO4d`d-FcIML+b7Yb%~ju{f4OFan@o?W=z z#_Zu;)o{MzKizr)19`2pX?1y$PT!#1#Kznoz%m11Z)27RZmaFRA#t$#g@WTyd(T>vBhD^@i=?fQv%voOvEQYhs6ejs%(tOaO zxAi%FlWqTf$l0Op&~=$ezR!Q{wrH~jK5;mP^t z^o+5D#inc4ZG{4X()Rb+q-|}y~=btKIZE( zW9d$T6*|rxZOI*x!_Z~Si6_mtK!=C%KJa|}0zc>k=y+Els5gue9rE;xy1rdniu zRl*+GfgG+=N&G#vKlci2Q|y*A9b^t=%Dnz40c}(k6Ho(i{akK3D9dXU1f2LzgTB0E z=Zq8;m!)0V(hn0_az9c}uY}(Re@&}NIHE*s1i{}J`OXS7y1QvR&!DaV563rAFnT!F9H>D_bpVWy!U^z#4H8qEkqdtG*l^d!dfk;`Bp^ zm*tgAC>IH2jtOmY|M^4QkMHFW_c@A=@9#GCCMHS+uf2?_I&ag@7ZzSI#`;uj&)v%g zx5&^1I7yfGh$i1yAJ`M3tg#*Nzd1RqZf0&{Q^NLZdhe&EWTJE9d2C*n^pQEJm|5DL zjWiL#B}4F$<44zfSxzplE@6Lw$cM!Xq(R$thE!{^EwO#`b}zaF%2b6N{HB7*O{c*V zDJpT1?A{-%H|OmGwYL8O&BocH8q(6;DHXzSZy{aQ;f}@H-K%0ro{rU+jSV@@r4$hp zA}44S>S+8k{JIxzEd{l;>DEf||Z|QcEM=;BuL2r`3-LEIT4$m4HBDw7w4LPGWF#tBrl<`FFyV zsUNzY3OZ__hQs9pv-@Ltfrw>#ytHQw-00J+#&MHA_o@#P9@*zGci@@-? zEBPqs)~$1Q@U%IC-2I ze}L71Y`1Zx6X8X<6KMfy%lg6Dzl{A{@e9lE;2y~ydX&2bad^NJ_7-V)}LbUomnZK z4z^Jmuy8Nr3j+CK!VyGRpj^N@9d=Vf*Z^#RaetQRd=;*)@0omtV^5_*=Fb6>SX*gj zVlbJ^=MUQ=mcyNMnVg0-Q77=A*6X*cZn_<_y{~uqB8u((a z2fv->`>IAHv2B-BvjudU!aKyD*Ek?H#mGw^s=+=FVgJos-c&W)FsUdQjmVE57>K(`ENQwS;!AI_LU)N6_cwD`oXb$%~uQ2rXoc?sp8Ok~;42 zm*{+naNrvPJ4zyQV&kJf-w{T*!|8Q6k=>_f>`9cUvu<8C)y|KSZCkRNKl9J9y}E2E zHHvkXz1Q)!5ZoHU!!mh2%ge6L6*0`ij{8$fi#}!|fcVdIAMHRGsf)l1-gG!NDxZO9 z_!b6lruQ8jnEx@xu{t^A=m3zA#t6Q%=|T)7>ZKMV!VBSge76EC;-$Sl@0#4DCK~zG zKmi%%{iSTm>$2N7mcb&I)mPVr<6B53cW(4{DXxi*TaVA$M6t2_D^YKu*(*Isy-XIQ z9D+P8M3Z|kB4}T?E8?{Uj`Kz{1oms92?Y^PQN;p|+I^=^8&m&$<7A)NOR_V!CZ`W6 zUkSOm>FWr-*Ug8qs|^+ss@_ZYo`OLEcWHq8r5sgUD#%bkBdDzb+SId4H$ZR$)Ls;?7&&%_Dw+oj5Hk;Ru32#xjG^_l2fN z9zxi!9|iNgPC-4;_Wt{q@JvXLby!XAiBI<(l3e8$m(}-O%beyEPH1ng{f>78g^JIw zZ%z;9E=EAYAxJ}sPD!~P{o!$#dV8?{z`F)i9owx_A6DBhwd#)Fa#RSu3otWaIdDix znWM>Ty?qxHwEa$aM|flx8#!E@nb@?MVtUmT-C{2E)N2q&$;zxW&fD4WrhA7kbgt}^o}KKv{26m_3B$(0!~15n`5{;K7loTknBR{# zvdeyT4{v$TRxUP*K9m(~$ZdZ^wslG&Fg+fVrM{>Yv*W$z6LWnD9;n%R7u(x5Rn^tN z!|~#~xjaY}_TmMzoGW?i>`b2=ApY1#oPTQBZL4@PfLH#mlEDHdC#hq!MvBJTAXkSFdH&d*Zbm-ZG}h_f{_ zGm9eP3PI4czdEl!t5oy{Fe+V{T2@(CMM5Kcgq@G6xG1bbhm#mnf$(WeIS?TGhPrer zP@P{1iWrtpj)YXa+^Jt0pgwV)Jve!n;YqGo5Sp^Vag1lPI$wbQ?zamL4(Z5v`8Z12 z&~NC>&^T0Is=oNvE}(#aFA#KiJI$^1+}mSl6wUghX32U3aC>*TP7g0>5?uZ1G)MCzA!+wl7C zo=Hju*6(!~-5dyXbV{ZO9NpoyzrIsmhZNZUOd=plIrs5XO-e@eA@jmQf8|`U^680h zcydM`Ra>MSe+uN?aVeM#?_Fs(t|WDSk<%u2@8)t{6b?$SCATqedWB9Y4IN!vVxoeR z(-URoxWhl+BWHK&6A&(K2?>&pj+_R*XS9xvj-Nh#;&A#chrohyA3o$v9kTpF{LAM= z4}>Q0tyMJ`h||XXkpbi8#P6mTye_{&rV_}M`KyLkog5LS=HR-I&#FVyZvOPOjg2XU z;wfafQw9eIZ@37=<31dJ{RQ&dE7l^}H}v!*pU>RJ6%=?$#yf$}BDQs)+~7>_S(=nt ztjSd0JafRr!T!U6$ z6$Z*6KFO3}^C9yCc27U>gaLbJKn^H~&SoJOu&8K(q~T_a6UIyT=3mt9*GoQcsn?a& z-zOy{QIFoT_(y!a{B3-0ZV04dZSW;#Y)pk_&_tgNg=-80$^9~avj9NUzcR8Sui zH0nQkR4^5)q0Vvor9gpf(nr~5p_#w*?xv^3~^)2WwsK=hM5RQdbT_ftmh zr+X#ltY0?ao^6syvVCX)Oeprn=%*sav$Yc2$0|c>a!W z*I)grOQ-r9G!1j9DSDxRw4U3^LJpR-*mWO}GtfUo+-0enTOru-GJ ztgzGA5|Z|E^S|RQt3mX#VWLns$ z$Dswas4>Xf4wv3tHkK50JR2p4~^PjyC1b z;XG5a6XNJ286BL-rZ{u;_7*}Y$-%Psw*h;r!sahC23xyCF(f1O@j3UE;h`*HlH75I z`$`!+YU+78Iq&`bO@*@P=5{=VvUqKHNeukRf_hhaxBj-RSp5#CH_w^OOi_GdWhMMF z5lbk`TqsLpVDQDaZyOE*nWx^N60Yh;w{K_g~39e@@HAmGJwwX-;k~Iy$=1Kq4a_85Tafwt{#&Is9LF)1$$r)I~s3Yvbb= zuO@w^f>GE;(X+G11_aC_jDIp4F*f3GV#h6i1G2cb{G83?aKl-kl#&L1`C+OCYHE1d ze%Jg6V>cz(TNDr|162{>7y(`8KHO3JL5E$!=}l15qnsK)56twev$A&ebU%3TK>WEY z&pH`{g@ikDT5eKz_yozGnT1K+EFeQKXGjbcG(-JuMpUq184y{T^W9{wJ8g%I0-`X){^+u#CJsx_o$eP)G3I7#e=y#&LXBIr|q-*jA(Q z9BI8;qG%a}90?(DKwPY0TqEOK!LLfECYKksJD0Afve*UnebNIXQ}dOX8?k@tfyGmnh#YJ=q6)D z+{QkLv#7S9gk+6bAHKdE8l98U4M?~aVC{E9(r?XnD$Z)+SN49d*=ApRD7`M~q1sQ+ zFImW3nv<8e+Q*flSYYz!+h-6}KT01C>0D|vIzER%i=~|}QwEPVDkjE< zFnZjQ8%~>{+V{XtW${H2?=LT;d(u z(_fwVgm}ai`LQw%(waGrii-KxGn|1GWqNV!&Fgc_PtAmNXZ}s=`eAXV{x=NADmb-I z;30$SJ1|!yf zKAJTQ;OlcWwQouSy&uE_-PJUmJFE}he+{~o7Ziy!5jIT{bLmTJ__H-TQ*uH}Pj^82 z=rjG_i%CzsbC2Bq;bGXj?CaIOV!>y@kK}f7oJ!{~dK^ixD_;C%@qpjbMmKiwyT3j~ z#HdB@W=YTPoBiyYk`;TubdQd*l{ne8TjdA+^jl+K1t?lsIhGq5Q^64oANkM|iCX3p zmyv{D|Bo)Kzlp@=WVpB;FoXJQ6tAAGXVJ3z3BrA1e)4qd!>yDkXxK^_F!;7>v#(O2 z1^vCgPH}dG=yvNX*PZ4w3l6fQ3>u(`ZLF zopNO}*Fu)57}~q?(SD(Yj}!|$6#V4T$HzH!9op~S`c!bTeDLNMrP*0>5Yv34jZ)+M zThR2%P$>$48VFYV{Rl;_Nz2PDn9RUQHIe8c6iPJ5pBDzVw@#vMM9IP065)me;TIFd zn&sI(Es2SEe>U2T_DyOt>m95jJp@}LV*cP|b$(>)@(Bo>X>}&JxHt)6R~&g`G3}{E zR&!6UFuT0<`aI=!1J3e0@S0%KDD_OK<;C{&;VAmkZO2Z_V#7hF%5?iSV@-{X`AW|f z{h@#Y9kr5>BiG6N^iYe>qpoi0cNwIiGStfegayArUKV@s=#^9vMCZ87p`$+}D8(G|ZRvzKrYeK$QPl|`N6 zUQSWt+oX@}b&NL&VV7=hyp#EgW}vk%(W;DZ`yi$=F+s>@g7RzPiEjB7Dundx4O_aB z7}g+H|I2*SH`g30ic0))j7#VHzssH%YDr0z_6s7*%ga#vO($rR9j=aAMV$VEy7h?WKY;PKpN) z+QAnomB$(%X3sxUpF4So?+bHHFf9C%vR52ZK;q2|#kb{I5|@nmIv*tAzaabd>~Xd% z)4T}Ae0kwFlD|Qo(S*$c0*7{0fyEA~lt1#j7pLCY&dD#_W~$S|^)SEkv?`If^zZBA zAougee>#6i9FZfL%lQC*Dir-;{!9IxyxLmQOg7}`wPfvoR7^}!g@qhv#$7~z3DC!4 zU2~TY&h|W;!8w82`UFgcRA7j(w!U|CbU!nn^_=!QxeZAAvbtVJn{JGK{70pR295d) z*tI}L<1o~>6nP^=$HNFJ{DX`BhIlAZdmnxqNw~mgEO2O@t%R^P%`2+_md> zb74~UP{8H~$1mTDzjm1&h#wSZS?!I`?S^qnQ?QIecvb?`yGnnU>7b#3FD*!-sO7(- z?z5?)|3+rtx#1oj35ix#ecbJSb8m9d zt$|FbY|((0KRL0TXFU8k~e2pr=}0dTo{-c~TVkD!U!{}MX%Y{q;3 z-!o+ZWgl4UA+A`EBpyc!V;^r$hDux!(T+m>3+sslN4atVn@~W30Z#@P3 zU2;{{tMfxDt?@l=J=WXF*k;?S2}Hu?m<{$>N1)o$Rk&@{bR*7BXG9VugC`m@FeX61%{bf3;?n0F`gb`N6d zDLTi;L#Ee}+BW}<{aotWI>?^r_5dM)yrSY-4~adEh={&UB;qO|zK4Oa41^dX==u=b zb^s1s&feU>y}1H=Qw!+uRVpa<7kPn~OQ(?HKfMJ-sHkbbhXfIX#r^c@o0(tL7E1blSFT`@K;8Yng6q}l!UACo zx;{tWVQ5N+pU>d3;mMOHrvnFTN+Q3C_YbV(h^$qRtRiEirYFP}s_62kdmpS|-B~16 z68%+t<3F~H`%^VO{QDnEq(6V%j`5QXiTy+vt*rQT*{D=ieptRyQ8l46^Td8lMf%&8 zp{>3&wL*hT_;u8wvs7;30!3jlMhTkU;8F7=x&}92v;MDXtJEjnd@!`jb{urN;n#e? z=1^5xYLmrwlkyNg_x%Oqc6l?~d3jN5Dt8&tLS3nQ#` za~*J>{;+xl-U!o*zk!$3s>x^4gjOuF`#z@TnrW5aOPPe0ef5xx29HI#-6!eKT1 zN6y3L>lG8PR|5(3O%s{J+X)O5M&%R22)W+@?!$ytV>ov~S=S)0Y9jat6E`c8OV-MY z5g}HAZboG77|_CMxIa@-RR4QVNtTwD5Pnbaud@%aLYlo!@}u&zT}o89R+aj_tcbZ$ zObi*!{rj@EVb6bjsia-O9{yU7gv1y--kvKbX~$xtJy0q*WMb~;v-gAYwklNY*GCU- zaqF;BQc`Zz=q!)LXYSHY5qGIOm$eB_Dnb&2$87C>|HOUWX1Wl(-b$o~*Q$cI@#)1E zh6cXOuF^0tqBrX=n0;n0pO%%DM#8xx=3?WgQLaA(o-f}@w}$UI=BM&GGJq1AHaeQN zkg0yY{q%}$`}m3ZP#CZlqLhY4 z65cl7CZK`w@dzh|X>bTdAYV`=bDK+}d8}Iut=)LPtG}<;wX>~%)5+Y(yy3JcIpGKkx<`FPelkg+-eUDUF0UVdTnQZRHVM`d+?~t zwsgzsGW_^UU7&Npi(E)qoIvYBUpY8)2hl~UfGZQ=l6tkhy}buJjk``aS0~R=4dEh{ z$T%X!LRD8+7Xr;3!T|trlLCI4b-49}5cBc?>g6U`$S*JNQC9m`kuy)7Fhknjjf_4g zX8nGj)jP*~plpeJZXZP=;7+Biblmi>XLhR8uKSKs`iIPHt@|>UzLxg(x%Gu%%kj9& zSmZQcED0`Nec{HHQEg6$WdEa7Uc(Kyo~)r0&EQrwQ7t>(FsDpT;};QLVyDeVwzRqh zD`MvMyc(JbadF~u4jfBMp#g7N7e+O+%k#avH9AP6Yq-DXAoo@Z@0zUXJ_R}x)qTyd zU7v*jH;s?XOOE zx2ApGcG`*BVtgv9u$nZ7wVNU&>&nZ^$7xU_eovHTt=FCiJ|`p$AG76-Z~gg`BH|;E ztm}k6DtZH<2K_1(*$gx^LHjGcT%hc^1sJ`c+qNN?Um`5sKqQJBEfXlCj8<4o%fpz8 z*_!=0y7oD;{^a;u#R6&}p$xdV_clzj-zB_?G$`$|Du0~sLeyI8aXT7MKf@7GI1r6E ze5{zSJ|Lz?JS$m!MFdDKk@2@ggW10MXo~TTo_Teue;7_$x=jkYK$%IMG|^Z(R`f<~ z$|IEo9>QqfIkw=5W>>8XdR(Kr$;SMUnCq+lro}rUSY#3Xrc^>K@jTXpXP&CG7Z^{M zH!L4h<)kH@8<%mUh1Y3~dDZP{Sl?=V6Ix}VgbsOq0CU6l4O}xn*G@?83^ofDpe&4t zDDv+qH*~!_W{&;oLr(m=8nvGnhvKX(pTN;GK-h~TRRI|lmCJ7@lZN1tvw_4NlxT_E z$>D-L!I_PUgVkgMC%7J;cRpH1?dp-KaNpl8ED@5Elw=n6>cPdO;)+EdpNH^Y@e1oB8^KkF#8&~%)Hw0>8johoET>1r!yg@l*x1NT{L!QL#{zRW zITBI4NM2lMK462LSm2MpZfm32qYF3JZ-mH|lK;Z_0vhw6LI$651T8#DXa&H@2NqyO z#Wr31G3;WomItcq&f}ubM;FC4WTJ^<5TNVl@X}Ymq)ZMtS~`1ZH=ECj3`FC(xHc0~ z!zVXav+vcttEc{Xl7+NTw|m`@t8ZRo;B-ItHaw25 z?(Ry~?$F}7UW*4Fe5%A~-ynd27f0tofB78s*e=v^7%EZG?256Myf$-v z1(EoU@}be_;o-6Y;qD1>2J}TWXYpqs6rvF$SeAVz7e+-%`3!@y3w`46?S_S2i``$% zz(@!J9)yaD3dp|Ztqcm0Rv(pUeNDSY3dO<4?>YV}Sic-GIKFi>5dpu5Fs?Q*aN`4r z1>rZh+j`?$U<=O?F3uFh(*w%qTjg9C`SynKrDWOg@Nh)ky2Y2N2pep86_;wgc30;C z4FC0V^pLrn&naW@uSBu(%UA(Tv1JC{Bzx1U>HWwX{wOw4SY7-Jj*HUYu%Y_ z@ws;T3MH~&V7@QlRJUw{LOj3Qb0clp&}$Us*N;Euej5zO7t6}Oekw{KbMw4kc5H;7 zwY}1Z9=$Wv6`l4lBBZ2{L0|hTZuxX13@j*AFdKdPGxd=l2%p30PY;H;M)!98*o~nI zSxC8KE$*Ms)LT8I@UBRln-c=xKkuI*#*=^LN0U6 zx_LJeu!2{qc-Uw9BrYkb2ObL==DihzyLUfbwxV)`230hE@Q1i?A#!XHCE=oT+n_Q_ zZc4 z(-!!&9Esa&l3ZkGZ}X4c28wGreJ|y1!RLXs$+xL*@mnlLHZnM=N%jR%8vZX(^|)hN zLQWr4hwlo%txw!1ywkgKaAa<8L{*?K<6$$hib$#2s$b&!wfpD-mYZu4CVRh@HKCLQIkl;EE7* zHUIBKE5LY)xc}W6Gcz(W6mORn71_+zMuR|-D51Zr!l;vmTlhBAD+=G!|FjgI%~_7s z=A36$gOyr$!Xlz*`1lBmzeg0gy~|V$A3yvnJQGuORHBlmWv!<5Q>T|8M&n--?|=&v zkH}NE1gvZfoj|NigFHbhw{jHylbZcT(aX0L6&z=Gx|P-(_)cdRu6uxRIrGI@Gx;xF zLO2M&u$#`-(qS(u*N!Mf00=>2U~{&2kIl(~eA@99^=po(=TstWF);os&N?|c{Wv@l zn0P6NiAB|BZqceSIN|zgbNXq-l4QwH7U#Qh>i9jcpO&_+%lnpl0(zJZcyXr63{H)w z#-sX}>xY!o)dcS!z2E-%B_X6o#;MlM?Dtob!rAK3k8c-HHmqM`|7#FPtf)5~^S%hm zv&55$-X49Fe7|@7V4}&IK;RL^AM6QHk*u0MG~<8(hVpWHD&frSoWPpeZvzujh!5Xj zmwvC?ym}w-k9~-fHr%qLZnNpwamZ5cR#9h|)0Bc$Fj1;DG}Q?yDGa4@aQ^s^f`fwg zK%tlbhPvR*R2QF+FlprlP5_ATkn-kZVuYQJNl#QdzUGAfQF6TYgebLsVNJ)jJ&)&n8hkTmqY@_pz#7Bt&V9io*QAvQ-92jo-Fn{Wd@EVNriSI)dQI zcUf668pU@%j(7kS|=Run*lgDA)6-G_g#>Hj)qq^?h z(bk*&an$$QU&v@!7=rY?j;p3tO(jO%k9X$piFv&u@jBk2r4-46Iv5c{-d$GIr2m)N z+z_83vymP(1<$V4gWLA+{ldbg#7uC3%KRLNf^#+eyB&=t@Y?!U zT{h4{7DBvGLj&ZR5W_$Gc=c+qJrMPOCZLb*ilStr=5;E5D5CAM>G*W6>@QIss+>TF z03q?DmUtdA6~$u@5P!F&R(!4RuVqK1CNJ9W5g~2x=mwa<3gvWIlfA=^ScS# zSZ1pudY|(1;+kEVkJ_JjN4yYlmmE_hBXZ( zL(Pm$BHxiIIrUzPp{`J|reAMr<9*z=OY7E#E;u8X$sva$jFEhZRuir zU|t;Jfmy)=JMnDR_1^E+1;NSh)z$rPs!G}8!PW3*CMC(=LqGu|AtZE}F$kY3A}(`; zxZ`GJ`02v-lhO;ga{DLpo`2mcYjlSm3>^zAse_DOUHvOS3!KCfgxu~ND9thRckjXy z=Ye4**xJ8{%@trMEPAHw$cbv5uKbNP=*y0oq8Cxt9`d#OwBE*%XTDPQbzrs?H!&bC zbo~5hs3*=}bzNLs4C@e4zTl1+{6BJ6YHI2N$=JPpNpMC(SmSAdnoYm_B*pIpL4`q( zW8?C2|Eq~398k~QsSi)dm~<9mcf)3TiK1yOo}Tr4zy|?;jfk8I5I0_mP{5FknIe*D zM!`;PI?aZ;9)lviS*3q&6p@2tbbq<6V&UJ+&Kn|9t)8>?cBuy8?Xr>_B^wsX+xTja zB>o-rv$C)EY}p&`rtt)wHh-(FU9967pPCa36Crj94LGcL`B3pfBqz6n9|{xV)G>)> zkCn9OC5457#@i1huz>g@q9f$q1RC)>q@ZU%$?dY;?G~ zxK!9L=r`%J3uG$l#3TAo{IJN#6{u(ZhN}`2fzxwOE9nh2g_6tO>!oeEV zWQWUcjt>wPu~y%!Plj-ef^aN8KyPLv@>KtO=rN!Eq_ui5>a)?MuigACY;(YAuu59l z{y#1Ng}1M$T^(!)d0Wo^FyF#O!G<;K-BQKaKZpTP%G=w!!1;60GcZNdFHeuc#4hAw z_*ohDwoIes!IExzs(4{ed+4+1&i2|g;(%8=8$PS6QlqIahSPv>+LMl)q*?9fM~);( z_n~lcn&A^|?T7EDo3nN7?d|P0znX|zHJ(Qf$I#z7^q*ZfIcpcF@+#n3%84Z8FuVns z0z(;`2?*%HOVSU~S4d5|toK8(jK{(7w8zPO-6%Mck-A}#GIW|(KWF~${dt1e=pX#%QgGko1PNt-d~S zZCmA1#Gv3RN{0G>Hk8mS-bx<)Zsi5F8)7KCdb>GoOmj=()~1d7UkHm)Et z`#gv@1oqIsb0XOgp%0f}TxIdCP+6s(;^oViZ9Izf_S|(271xg;5u72SBbY#6&h`cC zb5X5`(RIPY94iC#T&DD}wF}wPSdAA=)n@m)ySss?_8fynu?W0`IqiQnv2kgVnpbKe zM$)g)m!qShy$kr?-EfzRipsLw?P2t0eeCx_j1>VDLd}djV#QPa=|_S;rmBe|HI*E_ z?$e^CSIW>-Ku{Ch6A;SYLu>?^jU@+AJO|C#nE(4Ezy0IuLu+>;bLYq4BGZ+a?6*OC zs%(58#rTqGluax8`}w0(9|=a*`B)g>eiy1m9NQLbi%~XvVngT=d1$9NxM^t=zfVaa zyo2kB<1%CRyFu5ma;()rG-GB4`7TOFR6Brstk@Bk$hr_UukTWau zq3+9<{iEqE800UsRfV!gWx;2hkK$)hyaL7)^nTT>~xNn>4ag1fq`LB$?rTNX#Ib6W#+*2#Ven>4CXEiW4mDo z{a-GWH*=mMlCR^@E2HSBO?W-dcuI7d(}2|Z>^K?9rwCYWgoVeLFW)6Ftkn9CA6GY7 zpu|D&>kWnLWLeJqf`?S&X!){uJ8s4^U2pcEv-1jR+~I)tjOEH=pJU5WS1a+&%%pE_ zSQY?*Dt_6xsHhkn6Qg6NLUmy-O0qc5;O6>MUcS-P){NkdJh8rSs{UUxnnv9rjQeJ1 zs1%DX0{^>!85?YoJ(ZOoK>VSF`aW1EfJ*~cAjThFx zRd?WoRmbrzLFuHjsw#E&qt^P23{p^mp9Bu_A$ICQXTK9L2|2_t=n$8tBR&Q;b^*^1 zr0DrKilv?#+MmBI(srcz&)~_qe7l>tV-QiAcQ>hPP9T_xA#1Fiq+U@{j38CWsEf$(*l$NvDVflP?grlO_}kBC6DN&^D}Tn+BS!!NwS zEyJ$yuLd`9bPXM%AaVfo2a}OIgsPu{?aB~Pl>}^oHi$U?2+9qw%ml*VoF z=s>olm_J$LtuQBnu^$42!k%4m&Yz-5LRtAzT7?cd63SY$^fxy@9d3s!7Ub5~r|1d3 zd4NaQ*LE9e4AzK@42H05E_qcK^QlV;XfS~YMui6ci{WA9yLZ7BEn;Ckw{z;PemVVE zIj$kMtH(fkT;dQow$cHw0rA?uQZaxRU4Mu74l6#n`{Hdxth0oK#K`F~$m;(;uD$~v z%f5YIOC@QDB2tNrA~RbHEh{Us_a50K6;UFIva%AgL-tCNke!vRWMyS<{>Rnx{(jHz z|GuA(_wziS+kId6b$!3*_dJjDIF56kY8>21&A(~Lv6AAlCgTtuBZ`&z@qPdVz@+1A z#6VdGebjGu)()8+^8Y?ntz7oByv??EHuuNA4&iayd!Csx_)~?g+ilt9hn~;le?Mgu z+OBk8<_f@X5Y>qU`lNiaI;Iz9n_Y z?sw6ttg+~>2=Ac}x;_rY*Yuk2+Ho-YR64SVh?54^)b@HF!Eg$h`c%%6%tzPK^TQfr zrFd?C+JV8NsP>H7-}UJm8ltc#1twYC)IC+Y6-ya00E!6dwGqwi=dej;QdJ(YB!M4+zTqF#bUVb=AP>E(oRAQS) z3Vd^fD3QCkdiw$H>0elh<0B4<*OVS*AJAyJfN0<^GW~^1_|Wp&UBVs{375a;gb{me zYXbLW|8hH0j=K2QV+Hc|MaY`t22b+1bdkPOzC(8 z{E;1MZ7d&@kdPoqJjU5-tgrsLX)G*{yawYfg|#9|BDQbtG0d3I(;bNp{x0L6WY0S& za#6bc$e7H@G(FFjyV2FH=T&d9r>0sguCdL{@vqM;dxv~w1{2`&L`POLm(S+4m4%ZZ zO$|WbIOHdZ-&+@|^YZhO^iJh*3D8|{`|Tva5|W^+n=dTn6VaIqiXp1JjT?beYbAYuPUt7ruO#BQc{(w@*m(Q((TgE2gcn$` z!T0Ic`)S>}lOCQ7Hw)SLL6iRbIiRQ3GlFnvcwy+aIy>m5ZMS7<&jOVG^b%{%1|xR~;>B!#bKXCH9> zp>cfHO=f%N)tWO*C;lw19t>IOtoSkG&h9)XJ__*KN%V+-q?CNICU~B2N@DKk%sYhL zQnSwQ5?OB7LrT}!)bM3%uJ^6&B5XdJL`%TnM?>fhgq&GoKqm|xs z4y{eVu$k1@_B)Q1sDM9+>Rw=>%aMV|BYqp`&dNVhrZ?+p2y;|t$z2+5Zv;bfhb!U2~J2-_^ zb#?3AYiNcLav#Ui6?)|0Hw1{Vyu;=?Boyg6uA65yKGVML|8f2CXw6HFZ30SE!F-!- zFCB_Jx2rKVHRXGLU^Kn3iL~^wuXOjWq$gAj=vr0X=R z=XEp-nM}e=3R#1aQe1wV-|oZwKrfzvqoz#s3?4D)BVPjKL6l|A(A7F2cS3nPnc0IV z2X$l3ArYrD#JxwixkZ)dfj#<1&g9$p`P^~Q%I=yuraY-~P+;|2WV*Ft!tiHZz2nfFP> z1BGVMO)e4NFXc6Q3Ld?;$&GvIj=jwd%fr8cl+Ut*nRbwQ% zz@>r+&;ri<3?dL|fdgyT!Fl#o@eI^FtxrRmVS-|vk{(qGFB-B$1l_Vgt;tSAbf13rF%;G z4b;`?@Yj?1<2ju>ko|xBoBco1QupGFJegFYtK!7s_StXXBYV2OZ&zJ%da zP2&1>a)8pXd&W8S&~*XKBuQyKlA4z-w<`t?HWWHq9dTW?F(0Q_Ea>`1epqrc=HelK zI~LFdS$r;lSdw0{%(k-NE+HecsjrXuvrMVal|W`2RHggTw9`r=j($n`7QIuN)0BdA z6a-TO!O#8Awq{wX1KOYZrhDhy+|xxQ1P5=QI+^o`Z1xd_o|}W%&YhzAYBYZz!3mVg zgef)Al0oh@*;Q}M%Z*c<$RRNMsxFCENm==ZqT(go0?qV;9%bji+y}YCNFrhLRLz&# z+5uP(^x4?*VE?zRY6BHs#hxSZL6rsdD1PCxu%>u|*u) zN}FpZCyvy82}rzCWKQFck_mkZVd?tIvGq!)4oW`tWkM3uKASreA7n5@e&qaHgB65_!;K737dsB}>e*B2!zz9}u_p ze`Ad?dbcr)fCv6h`P=vXG=g^Flxn6Yrj%wPuVwh*2oawM+@6VXXc30}1ZIKc#fiWS ziUgo!KP$bYI>gGyJJo$!h9jKo#lCWH24{YAQ`4UTQtMY;TsTYA3txJEJPy#Ke?mU? z(B1<-21G29qI#^V4T=*EdK48pS^pwgR@=Pk?fZ_!y!^*qW#`p-&8XK_=E{w^0|59A zB~$eNiH|NQ)_;?2)A8&67zc~?x}LwzP72ZkzYqVuB7H>%imB@%XYL=n=%sz;(3^d@ zL;)uITfrQ_#{eONk~g07M1dr$>YTa$ULFqGt4eO{OjL6b3-TXy`JeA+IG=ury@JY5 zYO`ISysUBbV;$AUZ{{B9_s`$RnN0pTGVkDetXNDOWf)P@Yij=0EgEsr`av_|2Sd2I zI~W*&*nf(8;@wT_M79AjaeDs4D?UE$8yg*klYdyM z=lc44LOa6DT^JwoUf3mi;hag+)@?yaM|M4WK*cT|pw||gJ}_Li*(drawU6SaO;o#B zHgEQ#eshuS*v=9A&LVfuluP^1`R$&pw;%X!P|Z^>##6;%JLx9w?Jsx3P@>U?^{eQY z)zqk&x^R;`ML!C9;U*BrToxvz0Xb%LnBUGMqVH*5HIm}@?|m(9l^SiVyOkP?ODo8e z1b1pA%oe<6S#$}%VoG0|y+v4u+xXOy?)Ie$af9H)ye~+!*dr)oM_M_&F48!^IU@En zp3TWM)THy&12K)TfW1_n!4HNG{eSwq(RN-cg2m+HTK`CyrQZAp@dIJ{&^N;F)$ zTNx#NwE-6uO;@uc{_H61(wrQ62AbC^Fb2X1!=X;gLO)CcyW)_tcMcg4h|LcOV4Gkv z6)%x9@2w|;Hk97Kpk+8-sNx)~6WS%1amc~i$ik|Gq3TKq^|LL%i>GMZE zW}SuX*Q--gTeGRQZFWnYoosy`;MUo1k(FUR&YyYvnsr3j#*gU4PZFeD(Pq1ZPVx^} zONyD5cKSC)?>q9dCi>d`E0&axEA&4NIP}})8+WGc+*G2O(qU}S|CCWtS=i(g**wzB zHrI={{zib@-#_ws2*w6+z!5fV1&MM)J64ZrhC<1N>_)TAF~K6tQM z_GNB)pY~9i#<1nC$|l|6hJ5z$*3xTg&O)7TZc~Nt&$ju}-#V!$nrP2XX3?GUz2JpL zsOtL~!Six~*4NMR331X3ekyoHC&R{;N=b?Kfg#{Mz}l2ZfKP&h{ApWk@2%~J8gm)9aGLlfnY=L?$aK(SV;T^zb?eU7ICarA z`&f+0j{JuMVFgmZYR6Zm|cC8c1{*FD^Q{ zvE?s4^y3dfH!pzXZ&rO*MMp=609uGi2dC8Yo?+bq?R)8xTU%ZI6Odys%I059*EkIT zPy%|}&&kP2b9u^N{^rdu!0?IMx--{Gd^86iRO;>yT9X4o11i&gwuulPdhRU^M_2#) zZ>x>3iPY_^tQ^dId{ihKk)S8OO*xUM0IR=g4fAy|-X~RYR`oikwBlpuhh=ncG|?yo zsHG~aWt&RqXBq0pCj{OeKEuzzpyukDwS0-fwLI*daoGhlxPE12VrlMDi!G{w!pvs4 z;n?ch+7)yU*x8?;yBcX*x~WTT-%qQ4xn<3LH(nZf%#!_K4FOdy|(! zrs4hW*}1gg?&p>kdOQAPzaAA*4wPJ=u$h%Hm276d&ysiEQLljet%=t|KIe&=KFg8;n)N)J{ydz^ zL=W;mH`slLguM00M9&YIg%swL^+DnN`)_61^h*+*7O2P)J%XCK_6gaUOVl3`y;-WW z1=;Xh)3uF*yvDR#TwLZ3G#!faUT&ifnT#JhG?dO~QP96B2*n+B_mtcjZKSU+ck||D z4EOvqpZTZ1yKCr2g2n{_dNt1(J+)0I$=FFA`IGAo$BhrSicv@_*^CN_9}%q^>@rd8 zjKE_2Y!LiDMzwkGDQ3U#SDM%EkS{KOHyw1AC$UphO5GWG*cbIWIjLUl_Wi-TAjgh3 zu`{RgC{MI~J$y^%7uD*Z4Pey|BX-sQ+)!~vTt^6I)^e6C9w+DxXmy&ukxdO+@Iy|Y%vh~_Sb@a%usP_c~oVvvy zh0#Jktpx-kBWgRdx(A!<#p0A|UPe0DX`B>g++xLPb-?T-MIObCpQj8)8ySPxtbdj7 z!PC=*5_fTFscI*7iA~v!S;>&Ccgnr2Ld4z0rlxG@gzTPy7~5}GK>I_p`G6&D(?g2W z$5l(jURd3rprrX(InYI!|K_5I@{@fM@~o+Ee`fC~J9?9%k>Obraw`noF1pK*I_qDLfT zDnmYH`ImxPwx!=|mfQA3X#6P)6~jkF&ycfLM^4H{iVV#IC>jbgOVj!FCBSa1U7l2K z^>kjBB@A4J39~tnS-#YXIU0cO#sc1Zjr7^B6CH#9++^9aF0;n3OH+Ddeu^2VEl;wJ zvMD;}vpRONHe6%<o>GNl3>@T9CnVOnH zHch#2-~G~3aS{Ru0ILht)dBSX(njgT?u5__J5G0fu08dtlp%{LxYgnTt|YoB#n-1? z%3655eamL2pW^l4$e;b|VKSej z)dSa6con59v>O1W93q#5IAZ*^yoN;rd>4JH$xtR43{c(4H`$Z^_0~rCb{^)Woyl!? zWkx^oPnY%W$;40!!fXqTr7H^)T^j*<&jJFuE2iMryXu4iASz2*U zd@p&S*``qs#cm3VJK zEi?3qT)WnfP73kE2r^w?xi^p9u$;@>?}v@XLFcL5^T4%7BdW3*omWgQ zsj9CRA42a4l0i-sqe38eN}M})kNgc$jCwBCOf4)JElm#qOLzyB6nc2*b8g+bb?>1= zmvQr9sRCrQzId|76f%n6=)LMBHiwD!^8kOtsP8r2dCuIo2~R2@ zJVJV*n(fHg_gdT4eEPuQvu?ByZ4;xUZyyKXq%KFxbWd|79yq6sBO%daxEDz9v?5=#fb$6_k=a59GZ?6dtc+#-5Vbk3+R-ugBl`(JlCOq5 z2&R=IH-_7}o<7g)5}<1VovdF)?K72)js1jMFjeqglP7&kLt47X9+BNvKmNP?jo*KN z2top-V5MMa)TpWkfrbRqpv zOGT&KS8|J_$Id4ezE$R*^|@nAzSC?nm5`S+jr^t>pG0<2hB}~N16rz|{o@ZCqhm~H zQ8Rdy-HT5$PV$NJKWGv5aAT09pla-4Jk5zm9P4s5FHd8_0zGl)Y7>R9RYpbzkx~*r z=3NCZB%V-bKv4FSPOzz0jEahiuo?r8HztV<2rogqC7J_pBjA+|yiZk%cKY8D1K8|F zxMySC#VbV%7Cj}Rj8acAF(y48f65*5_c*!mEjA^^*LAWaTx?&TahN1H!lFu_!Nt0j zYstjS{5(>$@b>KG9kzpY1jyX!G9Q0sVyCRIOm4W!?Ih#dQzynk%?R6R3{Aa9{*K5b zC1bZWM97?kFAcbLE-xQ?c{Sx)Y4J*zoAaJQ4fAoc1xvxLzsmS1 z@0ZE5{^u_{@y5@DXh}Z$jO|r{=?2HQ5J#@cXj9xSjRLzqqHo2=_xBEB91u#G&R#J* zcdQx0GmbDKC@L<_U;O!Gq^DFIxY7{l1kdkN4cQ?C5s{+6e)MLc!)b5@hl;H%;+GIv z*w5SIBXIxf%CT>yY^7tns*Vr3&+f~p4cFremAjWY)_)>TW0r<5thmr|X6~58=(4Oo{di&pR*0vXXHW8!~9LAzze~s4zaGn-P-X;@oGDt;-wM;7c2p z6qCqStvcu^FT>uaS@^hSoLS_=-mI$2HYVFFa}R5@iQ2{NEu+8NGO-HYI2jf{-ELUD{H0*=7JNBtZ5~sRx zbNp^p5hq+1CJc}Pq@aK@y8+5d>>A#VL0KsAo?^DC1o5oO+mM_Sr=YhKp$-s0-Lvp;y* zxVdS12RzQp8`INWO3u6aev)5a)B5=yht5yc^rIv5+s26P&hbSPwR*A?$oPKV;Jt{qL5Z-Xp~o~ zP;k*uqEeJD*XBiZI}>g;D10_l`Vj9$=?;hNbxXEt+4HssWqzi?r*in@(N@#xIV3|jq!*`D9` zge;qU^;Ia5V*%A;1=zssqZx1x2uJzoxKveF3k@xf_moE2^nc#BckekkDCS{LLovb3 z&HbEEETA1sx-i~dER1LOdBkpdb*7#Y?m&3H!|36Ucjlf%fFn#Ji;9YbR*FG*M2|89 zq!-(HD<}gOmzOhv4%TPFVBqKEWIYmy`u24s>_no5xC)(&F2rY2z`O}D9ws>=Wdr=G z@~SQ4ur7L|z+O$div)4l+l{vRL0z)Cx|&A}#DGy?T{3+_a}~GVDPR zt4#pR5Hh(dZ4h&0fcYA?rqBcg1Q36ZS#4RF%IM3xsXm{POg(?*$lpsWzm!*{_V1+<`KdGj5sv5*8e@}Jr}9w zCp+sU9e0hDNpq2I{~0$LbXZX+SNe_8lfiar$r4VsUxmfux_?^Ri$}K;?UKaC%MLfB z#Jb;yn%v4&7^b)+Z)*8AIGAcL9o;DpcANl+q%^}0u6!~Hl+p@UCYl}|wxYXu-Hx|I zRrNry5)#~F+bRaOuBh(ZIa^kvPD!UiMWv+FXy0JpqM)WBe7bix-=^Cd=~py1Olb1D zII7u`iE8D(UI(4PtEw1A6FLEh2R}Y?W1n+yKPu@8Jk-P)+Wz*8EX~6AQ+6Iny;eMZ zlX`J)-%khcd0hs}jV;4J@@Jfl_HAeqt#ko8LV}B+`zqruNF1pB#1?zE0DG1(IQ-G0M?#%V+e0c}*NCF7KjMzX-n1S@+q{UzZVSowYi2+xQ zZG?gs-YmOw6qJ=eL#t8^o*A~kA%Hii-5_2pLv;}fwIH^p0do3M)ZKiOtX| z!6U<{ux%P`Bj2;xBZM815Zd&9*hJhMf)onI$H$))PX@$MO_oML1cwW&1Q10a)tJkf zZPqpoeK`stOs;+Jg@+5~A!de!Z~u0uj~lzxva6sm_10NzX*T!68-vJ}+l!oeh-wpA zqd8bn)zw<_9cs~9NKsF9?o!rjHJNEQv)+{$BtH>fq0UfTebj;N6qTp4k=&ZTamcwOdx=+UG z5vQ1DYuNM7O4%DX;wbkWaggjSn$G~=tHEBqK*mIMn^cqS;)Hkcosz!oIU6AqEH|$M zD)czHqjW`%q9=jlWa-P>J6HzqgM z#8E8$wpf5k0r7FL5<+I^rB8x+>sNU|?IOOQ#EF4M1)2lOUx(6`pv@V~K=V zWU<$SXmhIDwI`RL?~ zT8t8i3U(*a*V!$@^w(<>j6Yz~i+{@Zj3A|om_zs?EJX>NmoU76Qe%T@-4NMLx(;_J zLEna79*Jp*+#Gh0>)pDOS$QbcWvU$SVgC^7Zy=t--x4VSAc&-wF8%ZmhK3ot9qodn zfRrsda{@v`my*Bx`1>!Y%c5vS;eL+v=06!(&-pud=q$dUus$_@h}0uMH~EFV%*hpU zHWwLwOON{@nxa?E9D+;08#pxn)i1Ssp;ErPIwh4UuC}|NdTNaEQn()Lm(H?B`zF8i z0{_X2=2e@GfB*gfXv|&qXV3JthLN-*zTqA*D<_BUa}%~+8Jw`}WO0OGeOE<`N5S5)$=cwa_-C0zXDoA{p6Ag%V{A-HrPT6g zIPUs^PGdxL5m?(qH6D0cWecrsg_o1OPC^ zLX?rA!1%h9tTg^%Q9wA{JUpWJN7XQ$lT>?lxG_>nLjGo^{*{Pvpkr9Gy1gInJ2^XN zn6@Md5y{;WB>E$0NWljb37!{jBEk5?8YvMfvn2_y9o+eKaA1H7_#DrCDF_%iG~u== z`~w~|M*2b>=KSCv)*+Az-2Sx#%lo>A8!^cafU;PuAGAU^fMh{jB*s)}xy>on+Q%iq z(w+v1Rt;zA5A8xCzLVh9>lJMh&>chKIze+D3HlcWSbaoQOkRgP4YKIy-~{U@YygmMPNQ;twNGR_ z=7$hw;_t0`BC&yk00mSDKSO%c_~r^Fkx&sd;>@fpXb2Ay>bO`b|Fng*m}A@b9MMPK zN;sc`|GJ-=S`wauuwU$JlwvS|Zh_daIKyaW#V@1WBg707Kk{*d2-p%i)OF~g2xAO_ zc2E<{xgk+D1Clvlu5#iigd$tu&f*!&{nkcE+%H1d%OT}*7CT>Fw+h*}P*@a$Nl2W)jpHr8FqNrekEWt0asOH?f%i~1pHp!kBo?@eRfO*=kh_+f{95<$2mC}Jj%ZCsc1=ia(TaOEX(^LBr42n z(0I^w(Y#sA=PEl_IJu&tpmC27MPTE-Tj^D^{It7=Ev<#dgI+2<3$T42A$~-sWtrZ* z$JX=pPwwl?eyvl|!+}4-(ypXF_TTZLbI`9*PJy)Ba3ONm}w&d}f zUq6TCxAE!Kt_}}xU3LlBOaHmMywawHhtsHVaG&p3&*L|rZeBN}Gz{GNq~ofIvmj@! zW|f;`*VQNWC9gFK=iN;WM_^wC^W)PK%8BW!UHqY;}2KOwWNnmG;(^5!F`oWCLv3vp)h0l z+cV`S#`E4oxWolsSUqDKK(uTOkq zNw%12#XU0BT_~%An153j;n-b;x@QFS5((j>L97kprSQNydg8>Jy1T5btOPL`KonYW zGf&bV6U?-fwqG!^twH;Pm|#y#)N#&ULJsM4#C<*PVe=f!rgh4_GGIljoN^PvlCiEm z9--Li^c2M(X!L^t%4cbpZH||T@ToNv9-T*leL??g4slGLr;)risG4KNq zEJwz`Gb$YS7997A9QYzdUny9g0M)tp`g%F=*S6BPuR$L-Bx1{JPY0ca3HLZakQcIJiUbw zed8>P>P1mC2);?LchCU>g+`au)qOR9*zG8xY(_nIg8Ju6x&=9dqO$USfX~R2weH9( zh@RqRd+_n2-Y+`w&-ZFL2&ovLE21T4@}9)S+WHJmb|!v)>bF(q(lQetk*joM2|tv` ziex;-wxgknJ?-_oH=Dy-KDB=1O`@0a+H*Pn){VmlwjDU&bFEr+WzO*F8v})#>UEJ9 zE3b&l1G$edEu{2rewa3TY3mC28^`UWTHk4``)>=fva?obpV7`x0}6Cb+{%)s#lJeq zG=-WH`poEPHnuPVXHrxuH|MvJA7!C<6Y;?y{qQ*}s>9U{-Q$-{DW5b(>oo8JQ>9LR z{OsLc%R1PrQ>j7_)xVyU(6CUs-KZ}tKM@bC2_w0$1{(Z zcz;fMuOOJ+L`ugUDq`V>po3$6YO0cf2-hTh=dD000sI1_h!|Z(2#3Mt>P?s)hXLKP z#Z2Jm!lL zn-H@%V(_$vew6SxuVCAxp1r5plNq&Z#|~{2k9ROd_Dy_z6N&}W+|%srdSE0G2LiN! zuN*f31}IvQtf_Yd;*{BL%EtPt=EMCh8EUD3j+MIad+yyhl&Y5f8mKP_SDW4@{>XqJ ziQlUGE3%}H5;tM2tD&yQ=8<3cD_Ae|`r5CruLDhJNKxeh2SgG`0`4%c#rGf_0YFPP z0*0dDef9P0b!-yo(0c(xpljG3xT*W5QV;>x*?wW5^@xZ!J1F1Di-pYfctvb1Fik2y9Y4PuQ!;f8DIfE#} zlXQjXp&fjH+M|uM*K{aRS&2$ZOAAb6Dyq0KF{f8Gg}I;g8@^PZX8zFj<^zC z&7W-&b2lX^&e31Sz>tmtd%`j!MWc|~ySxm&Ei7?lhJ>B%ZChKYX)N9;E)%B)5*(Zw ziInGLA*Kajg%`!LkP+N#XpFGe?xDH=QK4jQVOYVf?rdP<{H`OQU`85b*VpIzeIG|O zQYKc){nhVZ7l4Qf)ttN@@&VOD4dKEl;+#1|>W;1`&@)uk)I(I!YkUYs-QC>>sHr2{ z=8=vM7fjI9+amZ)`Kszgl`iWW8Et8Rf=laLsn+v-sy$P9*Sh@Fc#}()E?F=B(ed%| z5oz-Phb$1a5D(G=6x^iWuJ0l0-5krV-=PYwXtkEIyw!v`-6L#O=aQofw&<)~l91R3 ze9p;9Kst<u7soqr7u!XKdD`R?kX4G`ALva%;dMI*2* zCB;ihOG}N?mhqK|!~skg`?~rIfAf?JkHlrMft=wNL4yK|a8|`mMk^2HS2Zz9p3z_I z>h}yiW3^hvWMRiK?S)8DkemY|UrHk5B}nv?%-5gwLa6d+monNNX4h2Py3ZuLL4dS% zyZ8Q{%q<23N|(I6(X{KeHWX{2*v`1@IJlhb(wrkfo)rIjOI}xd3biEpZyDt2utG(# zTx0&Jvh%uH>&~XEY2*E4QZ~+1BdC^Dl^*)%Zj)$}SK6i|e{OqMYQLQT*CD_6PyJI^ z`P`DofcpJ8@6YqEwjTMjynOwv~!(UjW@$Qrz8Ww1?ATp)Inx*?(bXdc~*^L(!6cX}~n%?b2;|Zwh*J96gLe z0iQt*Pqb{o5O$dCuElYSj^m0nQw1FUh^!t9Zs-U9(WAtXf@n1=lG|Z^Gqp9W$xD(E zaSA*o$dN^&+}*`mpoji6PPDS?oMhi>D1+u+-WLs73NmK|ZWea-*rK9WP$6QOv#_yE zi-`9u;R7N3AZI{$J zP7VtdI*v1M=!=P)_dKl`&;`kbpx6ziw6fqWR=fDX!i>32DIxy{ZRu}(ZJGA9g^EIU zIb&BCh0{ZHwmi@8tJXZh@BdksKQ{W_>sQqjDvx*UKHkt4ZtBYCP`Jgr>uK6(d(o*p z`v?nh!)Oz>M(Ne5Y-fyD2&=jmZ-NZ~w#C40UB}@(bq?%%pUo`MYzdnK_`GMgGE+&E z^;G^|%B?VucDCE0b6yNSQ;pi6bThQG)iQ3Tg!nQakdTm9`krH2x60R9RU`fw0p6T{ z!{p@r?DG)P^p7+Em*t#v)gp`wmQq$Q8Af(w9P3$9 z+zO12vqXu9F)jnp0laztKFG1#*&Cb+6iuH?zcM@p6bGmFLWgmf7_Yt>ur7tn*EX{B zJ105sr8av&`-L;KD|iu3JfgTlTL_C}=66rJXhL@A6rdu}QMzFgqKPCfuGQ^^`iBk< z^hn^}n|C}%F4~$^gx)F=@_=vO6zlsDss#a}I}{enuYeWi)ZL=Wu@$%@GDx-e#^-^1 znsnxzCJt)*(N_20Lu&u5n@jz>cJDTTC#A^THwB_yj&JHk>_p5j!1{+O0ghO~D7vic zyBwQQ{e}JF#b5qp=-uO7nRWA&-Ia-Ic21G1Tvl&^F#G4{iv#l}s=MEt(0Ii0pL0>0 zFG%}#DTmKvlSe1|av$T81n6WQY`$~Fvd7m=%3m)lY@{KRRgC{|SbW5?yu94`HXDHm z0S%c02f!F*&fOXKbf{MId}1i&nqqJFh~4c|g?qiTm?__?D(=V#D05Pk9v%)-QVdj4 ze`v_^sjbqx;i&tC&Al{f8UMotShF6r4D%$#e94Co6;)I=63^1ga)z!0@Pek~>kAdl z5ml>fHKODI&oeP$%SFFV0j;tZ) z7o+QO$m&DR=xiq18StAv0qs8U<|EF(_Q}5R7QZphw>tCH2F4iZ;1I)th)THW&6V9b z=plXtUNEY0R{H}9WR*7oqKP&TT<%h1+kHs2tqI`aQfG)mHci|(OQ!Z4FrQ()+noE_@5?sV%Cp= z+X0c0nns$Fs6X&eGN`X{JZ>yzzy}9lAM$7n!gz0#w)njgy;#=L|I{AhzUk?lZLkVS zFX1F~!s?IiE|3&-jx$46gA5>R!v8h(N!#*w*GxK()6OLJE{&WWwbPK2KOp_&; zyt9IPxG4=?lGU}MM&1{%UQxnAhu7utq*f9VC`wt8`|&1(*unm9)PO1LGz!dD*?&*1 z?}9aOFsl<91qly5lwPnkxWlT24i?3m{=hn%5E9`z zWKn+>PaDt1gkw@u6{mNM|X8^!0wUw^V zCG#|_z|!%?js4+gtp*_#+i(KDJ9;{I1K`ugTBuf^ykl>ZJQ~AJ+jr(ve}U39#|uz%Y(QGoiov21se|CKqBo^ z>yY{jo&NKGQ^MOD#vO!lF8?fcG=dS+%+8&E1~a=O^6y^W6ILOq&3)*%e#9302X=g$ z?6z35S*MvE@+AdSsHv%Z;lY;r_R8_wAhn||K)jhhQXT#F&8ybh*Y84n5AklX44mkY zl2=s30#dTG%b5`T{CIW0`a~Fc|=JN|$Q@!N9wD0gf&qnjI8r_cr z4t);!T%o>@Oi4%xLeD2Fo}bOs{KUs+7$g}QTb?~fL=H*FzfDUULIUG%}SJDDq3z5K&c6f2_ncL@r7DB)4YQl8W>3cb40d@ z)PA|E?iM;+f91_y+xk3t((&Ge5+|bp_&&r7&{S`6^(D$y(14$!ujo|QgJKYqO^zY( zLE!#~pkITEP6!ZRam^##^#YqYi{G+y7X5i(qfU^S)A%MrH$8 z2ywLGj}}|{-z2dip1#5HNdW(Z_ZqRakfrNps|i~7l1vsa9D&uK7!>uo=mR2TR|D?6 zuzEj5IXU6PY6lL9z~JB^)*ema$;A;{|F$~m32Ol)Umr*8T0?VJ?FI%0jDlXKM^Fsg zWzQt8tgPtq(jrTkGDp0medRBT*5$Kjds*X%oa#Tz^%CP!*Tj1OXz*pOM$sF(u&(}K zwV1}fLqeVJ-S!N5okJi5%e@VE)4X-H*g@4oIX@{0tB?b18b{ZwN83b(hb`$7l9@+; z=;Zc;&Kwq6^Lc#5guZ9%Hu~I}ZNmw7|L7;PCq0Ny642n7KO%a+W_*73+xV`I11MLkOMTTXuyJ(F;U~MPKqM zxb}2Izd<^*?<}n!iq4mW3iWKa6YPLWH+(I?OmKq34ehIwYqQm)Mhdrl*36mKL0tZd zEZrL;YY3jQnQL}s%4ArwhNIZomRdvGVuM>fE~BTH=f`XCZXbvr#4sng43gvxyu7tz z*Dj(x3k+b?_oy?-lW4;-LBC3@yv{vn6o5oV_-`SzIj#_YofxQNp9B9X!@5_3_Jbc% z`4F{`WILfPOxTi)7I~qAO?l)<9RTxCF1^n*=V2S12Z5F|%9h`$hvZkbJ)NN`MRJ8I zvl=mxvt(`l7JfQ;>MCOW#j1&!61YeN)H!7#tc0l{?(o`3bBlknu76T?@%qXA=Nt>W zKq!Ai!_)n%OVIWa*^JTUbO-W$-p5D9t?Y`K|D+~eE#6cZwY^bkPSGnbJ|=?9a@0kd zI{%hqzeB!t9z7DOv3XP2iCn3#GiqrQM~6ka+~Zxy?rguW%w8t?`1BcV zY6z?tpsV{*K04Lest;qzMlh8orm^U5L2e{>}?V0qp~CN@&t%MYKYOJwTcYT9&fDlZ2aDxc2+WK0!E&iFbE?Z z%2ZZ*K?te9%+G``+WdH@l%*vHaCvYpxo-dZVq162k~@^R=SvHv8@0fvKOvNWGPn~1E{jbNe1GUPrRN>_mW4c0#xpt z1eptT%T&iPG)aiLMMQH7g#~)=AT2%e_a|(Gz>q&Hzzok$*gi$rvfXcXmnGsg%8E+R z9Z*n~8}l}Sfkb#@HNH1d08RtV;tTGA{|PGp2`}#FeKf6C~SNfPh)Mf%at3Zu_j4ix@3?;m(nX5L)x;3vDv7IG%(WPr}5HwIB} zsuP>bIuAbSc+hBkNvVbBX`BgLwFJNg+^-YaekbP0h`&!_@!Y-=on*gd z*iwQK2T(}7^p4quV?rX2N~%)9;%?;K4H5mlz-2CpsBnjs(iwGHcUyo0dSOy9HS<9NJ`GShaNt$s|0{3(Y^ZH0D~eqQg-9 zJd6uCe~L1XgLj}{O-V&%=LLvYcI=#m{>Y4$g{+{EIb`y7%h%X67P9kqyN&2p79R&5 zpbmyQ(LX-1-CPVXo~{_5dxqf|IW_r;@4Hzq@%tSU5V*N{_`+&AK_CDSfEMq8iQ)xK zeBDcEQi9`2CwLp8EjFN5u+*kTQjts^^55T3E_QnZoGxS%c1djVh~LatX6c<3|JB9W zc^jD7a%V#4qPX*@DrRiO(C2xV_sXiIr$Qy%Av%e6!H@pZlMtZ6)3Ve&t{u53PU_n%`Pr!WlMdsrem)o|So zwNIJxC*w2P+@^PObPnHgNZ?xP@yEzPx9;?dJ8b&$;G%el-~14vtU?~oj64v1&88AJ zS9Hh9(NL2yH%}qQ1hoH?G=uW4i0@Tv$g_TzAC&XBffoINmwTy=%SRx6QG)(T5VPp) z1TzFqg~)EpR+5%ba3_mz6XOSBL7)M20a9TG2AFG?Ft$Q+0`aNtG8 ze0Z1n1{WGtGroEwLaRe}(sXfVgNE-$iN^nZ z0Dt$-y4QO^Pt#SO&E@0|03>3nV7fCk5PTp=@!5-8p0%A9p7{fiwJz*JI`@iVJ4FIz zaOduVr{yDWl9I@b zwu|4K^QA?yDI;~#>G#Gu2U&Wb37p^(3=t5>(W`X06Xr4Wr^JerF8re4)?Zc3AMER1=G52W5>bCknIOH|`?ext2ECB>(SqS$kwA z^Vyu(FYo47Og>Xi-=UD@EL}Tj5XK<>)a}?e%|+oOwtRwou{>KCzh`D>WDI|lpP=f| zaxvt()TaArecuz#jh=wXCwkQG2TWZ!(j)sPM_)uLXyrw=#=CT7$6jOX=OOC~qM&oS zj62fw@|L49aB8|vihr-*Y+ll~;q!YjAL%mS)1L`N2k#E%E$OOO%4jvnZj6`OFQnD} zz8NTgkvpb^UF}yvUFC(@`kAVQa`r8|n}f7C%*-XC{lF7n9w$GNByKz$kKIt=zfkNWktXEtn z$D$vc`Ia_*mVLi!p4kt33&Hu1`_o{C`db`af<7R8)LfuG(ipy+guI%tw zZ{F>PO-k-jAMaf0xFAm@u3jMZfA)o(Fg|S$#og#07@ua=I{y0hY<<1gc6mZHHYs`L zS9^|7>-)E6YghSBP;yHvoZtKQ#*{&b*BE=5OGi43aJW+a)Lqe;8kM=v0SeUvL#4Ar zDr_ZeR8dd=y?^&;m0pk(t8Zkx`_RUEB}2{lBjsLO)eb4&2dwYIqfek ztJo~BGOcy-l(v?ZF1{>i%`w(?x{y$(^<3{(L4T{mm8S5?$hJF)nb)Hh`yz(u`u@*~ z%8p~(wEXpJilkI!TGi$UN5AFAT!}awroOC||8w+3`C5(EshVecG-Nd~4~|B={`;Jw zy+T?-?3|o#qVh~hypW%kYW(SifhyU>&36C3=q+E(k?7#7OvP=E>Q-x$lcq^>n%|V% zG_F7G|FYml^+cjz`@b(X{gSzT_#mg|x2lo_J7<@ic(RrsdsVLKT}U&lk$ZbP|N6qe zuRXV0b)G~ts@}|!Bl+kKvxLj>F@s(%eDS}jZ0PdqK5|X``_g;gbvPG1DJcVK4plkb&>J4o{?|tRv#i8CZV?PxV#&g=#_%b`KAKU)Nh@0#Im%rF+ zES01m-SKPX{?)jq7p|2THA+O{c#LGsbah|<-p0NAVzSzet0zUT#1uV>4H;z*uWb_j z_oC!3zT`WXuE>_8$fmM(hdHoObm2#=-`SqmmyX9Mvc<&@8uIb+v+iFyb1sUL`b9(y zTX=**qGHqVa0mtcavU*eYG7t5iTZ7fSUi>VoR5UX()qW>p91u#dAYc*{Qq~gm85G% z#6V3g=sGi>sOZeYdf}(ZX=#4n8@nK^i}zBz3R9k>{<~tkQGB)OG zXk^s#<44NO(004|G1Ulh_mZS-YNeT1Ql+nSykuexI{4&EMqFc~{D0lM?)wwYT&XuR zF4WeBCcCURwZA1Ltut9|VxpQ}iqre<)}wOB>-n3bJM<5EnRh-PEyz4|EysdA&_tf? zMUtt_shV%gEq+%|_H&b8)M0VXcx$duV6F3P;@^#Ok2W(!xWVJ797nj)1l#2HsIbsx zD@|vm{5$7C(Ym41CQVi@hj*m)tIA1@`yfK=m!!_YzW*^+=M^mY6jK}S5h42&bGeUM zR9-P3&nTXvmH))gXKi!o{N69T(gi#IeMqJsGD(MZ4zbN%BV(^fKGNLQ2Cqi3mXji> zTBVw~mXob@5yIIz7rk#J20fqK$@Dw$Hl2~lS(igz)dpE%QJjj|0=f37%C{7*=9pCT zo@nN!@{>GZBP}iaH1XysHtHvh690ab+!m~d+*8*&9mkp`geP0kkvp)pOvyhYq9%Ev zedpW};h3nkF&fqQ7{%g**7zWyvyNss&8{Xi`&9NLj(NLwe`_DU+(JfaV_}~LHuKQc zc%~W$gU*+_@+$i(8?QTPF8#mGt}QI7EDF<%<;+N_UB;9dP18!8O#Q?hBgN85D2o)! zYj)8J37z@K^h0r~DZ5R4MTrw6Udj+Hbu=|0>}I2>s33x6h?i8%OcTWf(b+wn^E40h zbRPCOYwfky+5cX9uf5hv=OJJ?nQ%`0c16YjN<|0fRmnpw)<61X%(=7;nC7qJ(>S+V zN8%RB9bdWqSvX@g9#qEWD&rptot%{s-oNzxcH-q>_h898OqMozxJM*!Z^xNJ3c_6t z*O@)u*enBECa~zv$1hY|nYp%q3pV@i)v*VJ`a2cDp-k#4?ct`j{Zo_N^`6+VQR$8a zj-d^rk(WtwTBO77c@;OAxskxY7PMl5FF&eAHnUNenmmJzLu0;6+kVzR%QXg#c#7a3 zvcb{@+?`^fP?&hpAs{*mwQut%TlYO)R?Xd4{J`D5!DG;y`9p(r%laPW#9+n8E(3L} zODg$DgOpL^9)>>?+(Al7so|wh;z1;*QRs?uu$6uUyZ+uDs?f;B5K=9ZlOoq{8fvVj z20B>ge6W-Cg=RlI6k1b9Q!{{4PQnmbzFK5+!zMEyBpU;c4+gm0UI2nJ=rOLo5mued zD22v6C6P$+$tO7!UlhgUl%NKEm?s*f0-DvdPOz8yHiJK(s{T3w6dR{Nz06zkx|7r8 zhAa#bjOtdWbbC}K21ce;*HGd^#dB+jG+8KpH1g$;SO_bDlR7{ z=OhxMBi|t6+z^$PfK=hsu5y2)(WvZv&IOoSMLVx}cyFc286>%{@l>;H>g{9tZr=U_ z({FT=B#PRo24x+rW_S?P;+9tOGC*<05=kuSDN&W>-o@^YoNpLI9dmEWK4zsfJ1KE#dc zt~zFj#5f)*}yBXw2LT8a0hvOsJ{huDa z@gP&XD0sqFFZx9XWoT6H7+_4m)NAzGL;d18uOkGjNeNLUv|LidqJ6&v*m)y(_W zt!Z+p)V{lVWC_%h&o&0JiAMHZrOCxQh=KY~o!ZA>Fnm%cthX9Iw1o*idjxNvQUCtL zHtmDESleo8)cfUz3jdB!FFXUaWnxmCZ|wpz93Ns~0w5B-@;lD0Thh<<=YZR5l}R1P z22};30x@1*Ogle-?d{mYnxKnS|-b!<^3?T;@WWRQ>?&jRC)d~t15 zxbxZUF^N{H&OBtnfqq?tZ)dV~-cGapnsEaA@o9A3xL0R+7WI*Asj99V0_nHf`c*wZ=!(_4RXN2M8qv$ +


+ +## Introduction + +This tutorial demonstrates the use of the new modular HADDOCK3 version for predicting the structure of a protein-protein complex from NMR chemical shift perturbation (CSP) data. +Namely, we will dock two E. coli proteins involved in glucose transport: the glucose-specific enzyme IIA (E2A) and the histidine-containing phosphocarrier protein (HPr). +The structures in the free form have been determined using X-ray crystallography (E2A) (PDB ID [1F3G](https://www.ebi.ac.uk/pdbe/entry/pdb/1f3g){:target="_blank"}) +and NMR spectroscopy (HPr) (PDB ID [1HDN](https://www.ebi.ac.uk/pdbe/entry/pdb/1hdn){:target="_blank"}). +The structure of the native complex has also been determined with NMR (PDB ID [1GGR](https://www.ebi.ac.uk/pdbe/entry/pdb/1ggr){:target="_blank"}). +These NMR experiments have also provided us with an array of data on the interaction itself +(chemical shift perturbations, intermolecular NOEs, residual dipolar couplings, and simulated diffusion anisotropy data), which will be useful for the docking. +For this tutorial, we will only make use of inteface residues identified from NMR chemical shift perturbation data as described +in [Wang *et al*, EMBO J (2000)](https://onlinelibrary.wiley.com/doi/10.1093/emboj/19.21.5635/abstract){:target="_blank"}. + +Throughout the tutorial, colored text will be used to refer to questions or instructions, and/or PyMOL commands. + +
This is a question prompt: try answering it! +This an instruction prompt: follow it! +This is a PyMOL prompt: write this in the PyMOL command line prompt! +This is a Linux prompt: insert the commands in the terminal! + +
+
+ +## Setup/Requirements + +In order to follow this tutorial you will need to work on a Linux or MacOSX +system. We will also make use of [**PyMOL**][link-pymol] (freely available for +most operating systems) in order to visualize the input and output data. We will +provide you links to download the various required software and data. + +Further we are providing pre-processed PDB files for docking and analysis (but the +preprocessing of those files will also be explained in this tutorial). The files have been processed +to facilitate their use in HADDOCK and for allowing comparison with the known reference +structure of the complex. For this _download and unzip the following_ +[zip archive](){:target="_blank"} +_and note the location of the extracted PDB files in your system_. In it you should find the following directories: + +* `haddock3`: Contains HADDOCK3 configuration and job files for the various scenarios in this tutorial +* `pdbs`: Contains the pre-processed PDB files +* `plots`: Contains pre-generated html plots for the various scenarios in this tutorial +* `restraints`: Contains the interface information and the correspond restraint files for HADDOCK +* `runs`: Contains pre-calculated (partial) run results for the various scenarios in this tutorial +* `scripts`: Contains a variety of scripts used in this tutorial + + +
+
+ +## HADDOCK general concepts + +HADDOCK (see [https://www.bonvinlab.org/software/haddock2.4](https://www.bonvinlab.org/software/haddock2.4){:target="_blank"}) +is a collection of python scripts derived from ARIA ([https://aria.pasteur.fr](https://aria.pasteur.fr){:target="_blank"}) +that harness the power of CNS (Crystallography and NMR System – [https://cns-online.org](https://cns-online.org){:target="_blank"}) +for structure calculation of molecular complexes. What distinguishes HADDOCK from other docking software is its ability, +inherited from CNS, to incorporate experimental data as restraints and use these to guide the docking process alongside +traditional energetics and shape complementarity. Moreover, the intimate coupling with CNS endows HADDOCK with the +ability to actually produce models of sufficient quality to be archived in the Protein Data Bank. + +A central aspect to HADDOCK is the definition of Ambiguous Interaction Restraints or AIRs. These allow the +translation of raw data such as NMR chemical shift perturbation or mutagenesis experiments into distance +restraints that are incorporated in the energy function used in the calculations. AIRs are defined through +a list of residues that fall under two categories: active and passive. Generally, active residues are those +of central importance for the interaction, such as residues whose knockouts abolish the interaction or those +where the chemical shift perturbation is higher. Throughout the simulation, these active residues are +restrained to be part of the interface, if possible, otherwise incurring in a scoring penalty. Passive residues +are those that contribute for the interaction, but are deemed of less importance. If such a residue does +not belong in the interface there is no scoring penalty. Hence, a careful selection of which residues are +active and which are passive is critical for the success of the docking. + + +
+
+ +## A brief introduction to HADDOCK3 + + +HADDOCK3 is the next generation integrative modelling software in the +long-lasting HADDOCK project. It represents a complete rethinking and rewriting +of the HADDOCK2.X series, implementing a new way to interact with HADDOCK and +offering new features to users who can now define custom workflows. + +In the previous HADDOCK2.x versions, users had access to a highly +parameterisable yet rigid simulation pipeline composed of three steps: +`rigid-body docking (it0)`, `semi-flexible refinement (it1)`, and `final refinement (itw)`. + +
+ +
+ +In HADDOCK3, users have the freedom to configure docking workflows into +functional pipelines by combining the different HADDOCK3 modules, thus +adapting the workflows to their projects. HADDOCK3 has therefore developed to +truthfully work like a puzzle of many pieces (simulation modules) that users can +combine freely. To this end, the “old” HADDOCK machinery has been modularized, +and several new modules added, including third-party software additions. As a +result, the modularization achieved in HADDOCK3 allows users to duplicate steps +within one workflow (e.g., to repeat twice the `it1` stage of the HADDOCK2.x +rigid workflow). + +Note that, for simplification purposes, at this time, not all functionalities of +HADDOCK2.x have been ported to HADDOCK3, which does not (yet) support NMR RDC, +PCS and diffusion anisotropy restraints, cryo-EM restraints and coarse-graining. +Any type of information that can be converted into ambiguous interaction +restraints can, however, be used in HADDOCK3, which also supports the +*ab initio* docking modes of HADDOCK. + +
+ +
+ +To keep HADDOCK3 modules organized, we catalogued them into several +categories. But, there are no constraints on piping modules of different +categories. + +The main module categories are "topology", "sampling", "refinement", +"scoring", and "analysis". There is no limit to how many modules can belong to a +category. Modules are added as developed, and new categories will be created +if/when needed. You can access the HADDOCK3 documentation page for the list of +all categories and modules. Below is a summary of the available modules: + +* **Topology modules** + * `topoaa`: *generates the all-atom topologies for the CNS engine.* +* **Sampling modules** + * `rigidbody`: *Rigid body energy minimization with CNS (`it0` in haddock2.x).* + * `lightdock`: *Third-party glow-worm swam optimization docking software.* + * 'gdock': *Gdock integration sampling modulex.* +* **Model refinement modules** + * `flexref`: *Semi-flexible refinement using a simulated annealing protocol through molecular dynamics simulations in torsion angle space (`it1` in haddock2.x).* + * `emref`: *Refinement by energy minimisation (`itw` EM only in haddock2.4).* + * `mdref`: *Refinement by a short molecular dynamics simulation in explicit solvent (`itw` in haddock2.X).* + * `openmm`: *Molecular Dynamics refinement module.* +* **Scoring modules** + * `emscoring`: *scoring of a complex performing a short EM (builds the topology and all missing atoms).* + * `mdscoring`: *scoring of a complex performing a short MD in explicit solvent + EM (builds the topology and all missing atoms).* + * `prodigyligand`: *performs the scoring of input complexes using PRODIGY-ligand. It predicts deltaG of the complex and can return predictions as either deltaG or pKd values.* + * `prodigyprotein`: *performs the scoring of input complexes using PRODIGY (protein). It predicts deltaG of the complex and can return predictions as either deltaG or pKd values.* + * `sasascore`: *solvent accessibility analysis based on some user-defined residues that should be buried or accessible.* +* **Analysis modules** + * `caprieval`: *Calculates CAPRI metrics (i-RMSD, l-RMSD, Fnat, DockQ) with respect to the top scoring model or reference structure if provided.* + * `clustfcc`: *Clusters models based on the fraction of common contacts (FCC)* + * `clustrmsd`: *Clusters models based on pairwise RMSD matrix calculated with the `rmsdmatrix` module.* + * `rmsdmatrix`: *Calculates the pairwise RMSD matrix between all the models generated in the previous step.* + * `ilrmsdmatrix`: *calculates of the interface-ligand RMSD (ilRMSD) matrix between all the models generated in the previous step.* + * `seletop`: *Selects the top N models from the previous step.* + * `seletopclusts`: *Selects top N clusters from the previous step.* + * `alascan`: *For each model, the module will mutate the interface residues and calculate the energy differences between the wild type and the mutant, thus providing a measure of the impact of such mutation.* + * `contactmap`: *aims at generating heatmaps and chordcharts of the contacts observed in the input complexes.* +* **Extra modules** + * `exit`: *Stop the workflow when this module is reached.* + +The HADDOCK3 workflows are defined in simple configuration text files, similar to the TOML format but with extra features. +Contrarily to HADDOCK2.X which follows a rigid (yet highly parameterisable) +procedure, in HADDOCK3, you can create your own simulation workflows by +combining a multitude of independent modules that perform specialized tasks. + + +
+
+ +## Software requirements + + +### Installing HADDOCK3 + +In this tutorial we will make use of the HADDOCK3 version. In case HADDOCK3 +is not pre-installed in your system you will have to install it. + +To obtain HADDOCK3 navigate to [its repository][haddock-repo], fill the +registration form, and then follow the [installation instructions](https://www.bonvinlab.org/haddock3/INSTALL.html){:target="_blank"}. + + +### Auxiliary software + +**[PDB-tools][link-pdbtools]**: A useful collection of Python scripts for the +manipulation (renumbering, changing chain and segIDs...) of PDB files is freely +available from our GitHub repository. `pdb-tools` is automatically installed +with HADDOCK3. If you have activated the HADDOCK3 Python environment you have +access to the pdb-tools package. + +**[PyMol][link-pymol]**: We will make use of PyMol for visualization. If not +already installed on your system, download and install PyMol. + + +
+
+ +## Preparing PDB files for docking + +In this section we will prepare the PDB files of the two proteins for docking. +Crystal structures are available from the [PDBe database](https://www.pdbe.org){:target="_blank"}. +Throughout this step, we will use `pdb-tools` from the command line. + +_**Note**_ that `pdb-tools` is also available as a [web service](https://wenmr.science.uu.nl/pdbtools/){:target="_blank"}. + + +_**Note**_: Before starting to work on the tutorial, make sure to activate haddock3 (follow the workshop-specific instructions above), or, e.g. if installed using `conda` + + +conda activate haddock3 + + + +
+ +### Inspecting and preparing E2A for docking + +We will now inspect the E2A structure. For this start PyMOL and in the command line window of PyMOL (indicated by PyMOL>) type: + + +fetch 1F3G
+show cartoon
+hide lines
+show sticks, resn HIS
+
+ +You should see a backbone representation of the protein with only the histidine side-chains visible. +Try to locate the histidines in this structure. + +Is there any phosphate group present in this structure? + +Note that you can zoom on the histidines by typing in PyMOL: + +zoom resn HIS + +Revert to a full view with: + +zoom vis + +As a preparation step before docking, it is advised to remove any irrelevant water and other small molecules (e.g. small molecules from the crystallisation buffer), however do leave relevant co-factors if present. For E2A, the PDB file only contains water molecules. You can remove those in PyMOL by typing: + +remove resn HOH + +Now let us vizualize the residues affected by binding as identified by NMR. From [Wang *et al*, EMBO J (2000)](https://onlinelibrary.wiley.com/doi/10.1093/emboj/19.21.5635/abstract){:target="_blank"} the following residues of E2A were identified has having significant chemical shift perturbations: + +38,40,45,46,69,71,78,80,94,96,141 + +We will now switch to a surface representation of the molecule and highlight the NMR-defined interface. In PyMOL type the following commands: + + +color white, all
+show surface
+select e2a_active, (1F3G and resi 38,40,45,46,69,71,78,80,94,96,141)
+color red, e2a_active
+
+ +
+ +
+ +Inspect the surface. + +Do the identified residues form a well defined patch on the surface? +Do they form a contiguous surface? + +The answer to the last question should be no: We can observe residue in the center of the patch that do not seem significantly affected while still being in the middle of the defined interface. This is the reason why in HADDOCK we also define "*passive*" residues that correspond to surface neighbors of active residues. These can be selected manually, or more conveniently you can let the HADDOCK server do it for you (see [Setting up the docking run](#setting-up-the-docking-run) below). + +As final step save the molecule as a new PDB file which we will call: *e2a_1F3G.pdb*
+For this in the PyMOL menu on top select: + +File -> Export molecule... +Click on the save button +Select as ouptut format PDB (*.pdb *.pdb.gz) +Name your file *e2a_1F3G.pdb* and note its location + +After saving the molecule delete it from the Pymol window or close Pymol. You can remove the molecule by typing this into the command line window of PyMOL: + + +delete 1F3G + + +In a terminal, change the chain of e2a from a to B. + + +pdb_chain -B e2a_1F3G.pdb > e2a_1F3G_B.pdb + + +This will be usefull in the docking phase, as HADDOCK3 needs different chain associated to each protein involved in the docking. + +
+ +### Adding a phosphate group + +Since the biological function of this complex is to transfer a phosphate group from one protein to another, via histidines side-chains, it is relevant to make sure that a phosphate group be present for docking. As we have seen above none is currently present in the PDB files. HADDOCK does support a list of modified amino acids which you can find at the following link: [https://wenmr.science.uu.nl/haddock2.4/library](https://wenmr.science.uu.nl/haddock2.4/library){:target="_blank"}. + +Check the list of supported modified amino acids. +What is the proper residue name for a phospho-histidine in HADDOCK? + +In order to use a modified amino-acid in HADDOCK, the only thing you will need to do is to edit the PDB file and change the residue name of the amino-acid you want to modify. Don not bother deleting irrelevant atoms or adding missing ones, HADDOCK will take care of that. For E2A, the histidine that is phosphorylated has residue number 90. In order to change it to a phosphorylated histidine do the following: + +Edit the PDB file (*e2a_1F3G_B.pdb*) in your favorite editor +Change the name of histidine 90 to NEP +Save the file (as simple text file) under a new name, e.g. *e2aP_1F3G.pdb* + +**Note:** The same procedure can be used to introduce a mutation in an input protein structure. + + +
+ +### Inspecting and preparing HPR for docking + +We will now inspect the HPR structure. For this start PyMOL and in the command line window of PyMOL type: + + +fetch 1HDN
+show cartoon
+hide lines
+
+ +Since this is an NMR structure it does not contain any water molecules and we don't need to remove them. + +Let's vizualize the residues affected by binding as identified by NMR. From [Wang *et al*, EMBO J (2000)](https://onlinelibrary.wiley.com/doi/10.1093/emboj/19.21.5635/abstract){:target="_blank"} the following residues were identified has having significant chemical shift perturbations: + +15,16,17,20,48,49,51,52,54,56 + +We will now switch to a surface representation of the molecule and highlight the NMR-defined interface. In PyMOL type the following commands: + + +color white, all
+show surface
+select hpr_active, (1HDN and resi 15,16,17,20,48,49,51,52,54,56)
+color red, hpr_active
+
+ +Again, inspect the surface. + +Do the identified residues form a well defined patch on the surface? +Do they form a contiguous surface? + +Now since this is an NMR structure, it actually consists of an ensemble of models. HADDOCK can handle such ensemble, using each conformer in turn as starting point for the docking. We however recommend to limit the number of conformers used for docking, since the number of conformer combinations of the input molecules might explode (e.g. 10 conformers each will give 100 starting combinations and if we generate 1000 ridig body models (see [HADDOCK general concepts](#haddock-general-concepts) above) each combination will only be sampled 10 times). + +Now let's vizualise this NMR ensemble. In PyMOL type: + + +hide all
+show ribbon
+set all_states, on
+
+ +You should now be seing the 30 conformers present in this NMR structure. To illustrate the potential benefit of using an ensemble of conformations as starting point for docking let's look at the side-chains of the active residues: + + +show lines, hpr_active
+
+ +
+ +
+ +You should be able to see the amount of conformational space sampled by those surface side-chains. You can clearly see that some residues do sample a large variety of conformations, one of which might lead to much better docking results. + +**Note:** Pre-sampling of possible conformational changes can thus be beneficial for the docking, but again do limit the number of conformers used for the docking (or increase the number of sampled models, which is possible for users with expert- or guru-level access. The default access level is however only easy - for a higher level access do request it after registration). + +As final step, save the molecule as a new PDB file which we will call: *hpr-ensemble.pdb* +For this in the PyMOL menu select: + +File -> Export molecule... +Select as State 0 (all states) +Click on Save... +Select as ouptut format PDB (*.pdb *.pdb.gz) +Name your file *hpr-ensemble.pdb* and note its location + + +
+
+ +## Defining restraints for docking + +Before setting up the docking we need first to generate distance restraint files +in a format suitable for HADDOCK. HADDOCK uses [CNS][link-cns]{:target="_blank"} as computational +engine. A description of the format for the various restraint types supported by +HADDOCK can be found in our [Nature Protocol][nat-pro]{:target="_blank"} paper, Box 4. + +Distance restraints are defined as: + +
+assign (selection1) (selection2) distance, lower-bound correction, upper-bound correction
+
+ +The lower limit for the distance is calculated as: distance minus lower-bound +correction and the upper limit as: distance plus upper-bound correction. The +syntax for the selections can combine information about chainID - `segid` +keyword -, residue number - `resid` keyword -, atom name - `name` keyword. +Other keywords can be used in various combinations of OR and AND statements. +Please refer for that to the [online CNS manual](http://cns-online.org/v1.3/){:target="_blank"}. + +
+ +### Defining active and passive residues for E2A + +As stated before, the following residues were identified has having significant chemical shift perturbations from [Wang *et al*, EMBO J (2000)](https://onlinelibrary.wiley.com/doi/10.1093/emboj/19.21.5635/abstract){:target="_blank"}: + +38,40,45,46,69,71,78,80,94,96,141 + +Hence, we are using these residues as `active` residues for the docking run. However, we have to define `passive` residues before the run. +These passive residues allows us to deal with potentially incomplete binding sites by defining surface neighbors as `passive` residues. +These are added to the definition of the interface but will not lead to any energetic penalty if they are not part of the +binding site in the final models, while the residues defined as `active` (typically the identified or predicted binding +site residues) will. When using the HADDOCK server, `passive` residues will be automatically defined. Here since we are +using a local version, we need to define those manually and create a file in which the active and passive residues will be listed. + +This can easily be done using a haddock3 command line tool in the following way: + + +echo "38 40 45 46 69 71 78 80 94 96 141" > e2a.act-pass +haddock3-restraints passive_from_active e2a_1F3G.pdb 38,40,45,46,69,71,78,80,94,96,141 >> e2a.act-pass + + +The NMR-identified residues and their surface neighbors generated with the above command can be used to define ambiguous interactions restraints, either using the NMR identified residues as active in HADDOCK, or combining those with the surface neighbors and use this combination as passive only. Here we decided to treat the NMR-identified residues as active residues. +Note the file consists of two lines, with the first one defining the `active` residues and +the second line the `passive` ones. We will use later these files to generate the ambiguous distance restraints for HADDOCK. + +In general it is better to be too generous rather than too strict in the +definition of passive residues. + +An important aspect is to filter both the active (the residues identified from +your mapping experiment) and passive residues by their solvent accessibility. +Our web service uses a default relative accessibility of 15% as cutoff. This is +not a hard limit. You might consider including even more buried residues if some +important chemical group seems solvent accessible from a visual inspection. + +
+ +### Defining active and passive residues for HPR + +As stated before, the following residues were identified has having significant chemical shift perturbations from [Wang *et al*, EMBO J (2000)](https://onlinelibrary.wiley.com/doi/10.1093/emboj/19.21.5635/abstract){:target="_blank"}: + +15,16,17,20,48,49,51,52,54,56 + +Using the same haddock3 command line tool: + + +echo "15 16 17 20 48 49 51 52 54 56" > hpr.act-pass +haddock3-restraints passive_from_active hpr-ensemble.pdb 15,16,17,20,48,49,51,52,54,56 >> hpr.act-pass + + +
+ +### Defining the position restraints locally + +Once you have defined your active and passive residues for both molecules, you +can proceed with the generation of the ambiguous interaction restraints (AIR) file for HADDOCK. +For this you can either make use of our online [GenTBL][gentbl] web service, entering the +list of active and passive residues for each molecule, and saving the resulting +restraint list to a text file, or use the relevant `haddock-tools` script. + +To use our `haddock-tools` `active-passive-to-ambig.py` script (also found in the archive of the tutorial) you need to create for each molecule a file containing two lines: + +* The first line corresponds to the list of active residues (numbers separated by spaces) +* The second line corresponds to the list of passive residues. + +* For E2A (the file called `e2a.act-pass`): +
+38 40 45 46 69 71 78 80 94 96 141
+35 37 39 42 43 44 47 48 64 66 68 70 72 74 81 82 83 84 86 88 97 98 99 100 105 109 110 131 132 133 142 143 144 145
+
+ +* and for HPR (the file called `hpr.act-pass`): +
+15 16 17 20 48 49 51 52 54 56
+9 10 11 12 21 24 25 37 38 40 41 43 45 46 47 53 55 57 58 59 60 84 85
+
+ +Using those two files, we can generate the CNS-formatted AIR restraint files +with the following command: + + +haddock3-restraints active_passive_to_ambig e2a.act-pass hpr.act-pass \-\-segid-one A \-\-segid-two B > e2a-hpr_air.tbl + + +This generates a file called `ambig-prot-prot.tbl` that contains the AIR +restraints. The default distance range for those is between 0 and 2Å, which +might seem short but makes senses because of the 1/r^6 summation in the AIR +energy function that makes the effective distance be significantly shorter than +the shortest distance entering the sum. + +The effective distance is calculated as the SUM over all pairwise atom-atom +distance combinations between an active residue and all the active+passive on +the other molecule: SUM[1/r^6]^(-1/6). + +If you modify manually this file, it is possible to quickly check if the format is valid. +To do so, you can find in our [haddock-tools][haddock-tools] repository a folder named +`haddock_tbl_validation` that contains a script called `validate_tbl.py` (also provided here in the `scripts` directory). +To use it, type: + + +python ./scripts/validate_tbl.py \-\-silent e2a-hpr_air.tbl + + +No output means that your TBL file is valid. + +
+
+ +## Setting up the docking with HADDOCK3 + +Now that we have all required files at hand (PBD and restraints files) it is time to setup our docking protocol. +For this we need to create a HADDOCK3 configuration file that will define the docking workflow. In contrast to HADDOCK2.X, +we have much more flexibility in doing this. We will illustrate this flexibility by introducing a clustering step +after the initial rigid-body docking stage, select up to 10 models per cluster and refine all of those. + +HADDOCK3 also provides an analysis module (`caprieval`) that allows +to compare models to either the best scoring model (if no reference is given) or a reference structure, which in our case +we have at hand. This will directly allow us to assess the performance of the protocol for the following three scenarios: + +1. Scenario 1: 1000 rigidbody docking models, selection of top200 and flexible refinement + EM +3. Scenario 2: 1000 rigidbody docking models, FCC clustering and selection of max 20 models per cluster followed by flexible refinement and EM + +The basic workflow for all three scenarios will consists of the following modules, with some differences in the restraints used and some parameter settings (see below): + +1. **`topoaa`**: *Generates the topologies for the CNS engine and build missing atoms* +2. **`rigidbody`**: *Rigid body energy minimisation (`it0` in haddock2.x)* +3. **`clustfcc`**: *Clustering of models based on the fraction of common contacts (FCC)* +4. **`seletopclusts`**: *Selection of the top10 models of all clusters* +5. **`flexref`**: *Semi-flexible refinement of the interface (`it1` in haddock2.4)* +6. **`emref`**: *Final refinement by energy minimisation (`itw` EM only in haddock2.4)* +7. **`clustfcc`**: *Clustering of models based on the fraction of common contacts (FCC)* +8. **`caprieval`**: *Calculates CAPRI metrics (i-RMSD, l-RMSD, Fnat, DockQ) with respect to the top scoring model or reference structure if provided* + +The input PDB files are the same for all two scenarios. The differences are in the sampling at the rigid body stage. + + +
+ +### HADDOCK3 execution modes + +HADDOCK3 currently supports three difference execution modes that are defined in the first section of the configuration file of a run. + +#### 1. local mode + +In this mode HADDOCK3 will run on the current system, using the defined number of cores (`ncores`) in the config file +to a maximum of the total number of available cores on the system minus one. An example of the relevant parameters to be defined in the first section of the config file is: + +{% highlight toml %} +# compute mode +mode = "local" +# 1 nodes x 96 ncores +ncores = 96 +{% endhighlight %} + +In this mode HADDOCK3 can be started from the command line with as argument the configuration file of the defined workflow. + + +haddock3 \ + + +Alternatively redirect the output to a log file and send haddock3 to the background. + +_**Note**_: This is the execution mode you should use on the NMRBox resources. For the tutorial we limit the number of cores to 10. + + + +haddock3 \ \> haddock3.log & + + +_**Note**_: This is also the execution mode that should be used for example when submitting the HADDOCK3 job to a node of a cluster, requesting X number of cores. + +
+ + View an example script for submitting via the slurm batch system expand_more + + + {% highlight shell %} + #!/bin/bash + #SBATCH --nodes=1 + #SBATCH --tasks-per-node=96 + #SBATCH -J haddock3 + #SBATCH --partition=medium + + # load haddock3 module + module load haddock3 + # or activate the haddock3 conda environment + ##source $HOME/miniconda3/etc/profile.d/conda.sh + ##conda activate haddock3 + + # go to the run directory + cd $HOME/HADDOCK3-protein-protein-basic + + # execute + haddock3 docking-protein-protein-full.cfg + {% endhighlight %} +
+
+ +
+ +#### 2. batch mode + +In this mode HADDOCK3 will typically be started on your local server (e.g. the login node) and will dispatch jobs to the batch system of your cluster. +Two batch systems are currently supported: `slurm` and `torque` (defined by the `batch_type` parameter). In the configuration file you will +have to define the `queue` name and the maximum number of concurrent jobs sent to the queue (`queue_limit`). Since HADDOCK3 single model +calculations are quite fast, it is recommended to calculate multiple models within one job submitted to the batch system. +The number of model per job is defined by the `concat` parameter in the configuration file. +You want to avoid sending thousands of very short jobs to the batch system if you want to remain friend with your system administrators... + +An example of the relevant parameters to be defined in the first section of the config file is: + +{% highlight toml %} +# compute mode +mode = "batch" +# batch system +batch_type = "slurm" +# queue name +queue = "short" +# number of concurrent jobs to submit to the batch system +queue_limit = 100 +# number of models to produce per submitted job +concat = 10 +{% endhighlight %} + +In this mode HADDOCK3 can be started from the command line as for the local mode. + +#### 3. MPI mode + +HADDOCK3 supports a parallel MPI implementation (functional but still very experimental at this stage). For this to work, the `mpi4py` library +must have been installed at installation time. Refer to the [MPI-related instructions](https://www.bonvinlab.org/haddock3/tutorials/mpi.html). +The execution mode should be set to `mpi` and the total number of cores should match the requested resources when submitting to the batch system. + +An example of the relevant parameters to be defined in the first section of the config file is: + +{% highlight toml %} +# compute mode +mode = "mpi" +# 1 nodes x 50 tasks = ncores = 50 +ncores = 50 +{% endhighlight %} + +In this execution mode the HADDOCK3 job should be submitted to the batch system requesting the corresponding number of nodes and cores per node. + +
+ + View an example script for submitting an MPI HADDOCK3 job the slurm batch system expand_more + + {% highlight shell %} + #!/bin/bash + #SBATCH --nodes=5 + #SBATCH --tasks-per-node=50 + #SBATCH -J haddock3mpi + + # load haddock3 module + module load haddock3 + # or make sure haddock3 is activated + ##source $HOME/miniconda3/etc/profile.d/conda.sh + ##conda activate haddock3 + + # go to the run directory + # edit if needed to specify the correct location + cd $HOME/HADDOCK3-protein-protein-basic + + # execute + haddock3 docking-protein-protein-full.cfg + {% endhighlight %} +
+
+ +
+ +### Scenario 1: 1000 rigidbody docking models, selection of top 200 and flexible refinement + EM + +Now that we have all data ready, and know about execution modes of HADDOCK3 it is time to setup the docking for the first scenario. The restraint file to use for this is `e2a-hpr_air.tbl`. We proceed to produce 1000 rigidbody docking models, from which 200 will be selected and refined through flexible refinment and energy minimization. +For the analysis following the docking results, we are using the solved complex [1GGR](https://www.rcsb.org/structure/1GGR), named e2a-hpr_1GGR.pdb. +The configuration file for this scenario is: + +{% highlight toml %} +# ==================================================================== +# Protein-protein docking example with NMR-derived ambiguous interaction restraints + +# directory in which the scoring will be done +run_dir = "scenario1-full" + +# execution mode +mode = "local" +# maximum of 50 cores (limited by the number of available cores) +ncores = 50 + +# molecules to be docked +molecules = [ + "data/e2aP_1F3G.pdb", + "data/hpr_ensemble.pdb" + ] + +# ==================================================================== +# Parameters for each stage are defined below, prefer full paths +# ==================================================================== +[topoaa] +autohis = false +[topoaa.mol1] +nhisd = 0 +nhise = 1 +hise_1 = 75 +[topoaa.mol2] +nhisd = 1 +hisd_1 = 76 +nhise = 1 +hise_1 = 15 + +[rigidbody] +tolerance = 5 +ambig_fname = "data/e2a-hpr_air.tbl" + +[caprieval] +reference_fname = "data/e2a-hpr_1GGR.pdb" + +[seletop] + +[caprieval] +reference_fname = "data/e2a-hpr_1GGR.pdb" + +[flexref] +tolerance = 5 +ambig_fname = "data/e2a-hpr_air.tbl" + +[caprieval] +reference_fname = "data/e2a-hpr_1GGR.pdb" + +[emref] +tolerance = 5 +ambig_fname = "data/e2a-hpr_air.tbl" + +[caprieval] +reference_fname = "data/e2a-hpr_1GGR.pdb" + +[clustfcc] + +[seletopclusts] + +[caprieval] +reference_fname = "data/e2a-hpr_1GGR.pdb" + +# ==================================================================== +{% endhighlight %} + +This configuration file is provided in the `haddock3` directory of the downloaded data set for this tutorial as `docking-protein-protein-full.cfg`. + +If you have everything ready, you can launch haddock3 either from the command line, or, better, +submitting it to the batch system requesting in this local run mode a full node (see local execution mode above). + +
+ +### Scenario 2: 1000 rigidbody docking models, FCC clustering and selection of max 20 models per cluster followed by flexible refinement and EM + +In scenario 2, we proceed to produce 1000 rigidbody docking models, from which we proceed to do a first clustering analysis. From the top clusters a flexible refinment then energy minization is done. +For the analysis following the docking results, we are using the solved complex [1GGR](https://www.rcsb.org/structure/1GGR), named e2a-hpr_1GGR.pdb. +The configuration file for this scenario is: + +{% highlight toml %} +# ==================================================================== +# Protein-protein docking example with NMR-derived ambiguous interaction restraints +# ==================================================================== + +# directory in which the scoring will be done +run_dir = "scenario2-cltsel-full" + +# execution mode +mode = "local" +# maximum of 50 cores (limited by the number of available cores) +ncores = 50 + +# molecules to be docked +molecules = [ + "data/e2aP_1F3G.pdb", + "data/hpr_ensemble.pdb" + ] + +# ==================================================================== +# Parameters for each stage are defined below, prefer full paths +# ==================================================================== + +[topoaa] +autohis = false +[topoaa.mol1] +nhisd = 0 +nhise = 1 +hise_1 = 75 +[topoaa.mol2] +nhisd = 1 +hisd_1 = 76 +nhise = 1 +hise_1 = 15 + +[rigidbody] +tolerance = 5 +ambig_fname = "data/e2a-hpr_air.tbl" + +[caprieval] +reference_fname = "data/e2a-hpr_1GGR.pdb" + +[clustfcc] + +[seletopclusts] +# select the best 20 models of each cluster +top_models = 20 + +[caprieval] +reference_fname = "data/e2a-hpr_1GGR.pdb" + +[flexref] +tolerance = 5 +ambig_fname = "data/e2a-hpr_air.tbl" + +[caprieval] +reference_fname = "data/e2a-hpr_1GGR.pdb" + +[emref] +tolerance = 5 +ambig_fname = "data/e2a-hpr_air.tbl" + +[caprieval] +reference_fname = "data/e2a-hpr_1GGR.pdb" + +[clustfcc] + +[seletopclusts] + +[caprieval] +reference_fname = "data/e2a-hpr_1GGR.pdb" + +# ==================================================================== +{% endhighlight %} + +This configuration file is provided in the `haddock3` directory of the downloaded data set for this tutorial as `docking-protein-protein-cltsel-full.cfg`. + +If you have everything ready, you can launch haddock3 either from the command line, or, better, submitting it to the batch system requesting in this local run mode a full node (see local execution mode above). + +
+
+ +## Analysis of docking results + +### Structure of the run directory + +Once your run has completed inspect the content of the resulting directory. You will find the various steps (modules) of the defined workflow numbered sequentially, e.g.: + +{% highlight shell %} +> ls scenario2/ + 00_topoaa/ + 01_rigidbody/ + 02_caprieval/ + 03_clustfcc/ + 04_seletopclusts/ + 05_caprieval/ + 06_flexref/ + 07_caprieval/ + 08_emref/ + 09_caprieval/ + 10_clustfcc/ + 11_seletopclusts/ + 12_caprieval/ + analysis/ + data/ + log +{% endhighlight %} + +There is in addition the log file (text file) and two additional directories: + +- the `data` directory containing the input data (PDB and restraint files) for the various modules +- the `analysis` directory containing various plots to visualise the results for each `caprieval` step + +You can find information about the duration of the run at the bottom of the log file. Each sampling/refinement/selection module will contain PBD files. + +For example, the `X_seletopclusts` directory contains the selected models from each cluster. The clusters in that directory are numbered based +on their rank, i.e. `cluster_1` refers to the top-ranked cluster. Information about the origin of these files can be found in that directory in the `seletopclusts.txt` file. + +The simplest way to extract ranking information and the corresponding HADDOCK scores is to look at the `X_caprieval` directories (which is why it is a good idea to have it as the final module, and possibly as intermediate steps). This directory will always contain a `capri_ss.tsv` file, which contains the model names, rankings and statistics (score, iRMSD, Fnat, lRMSD, ilRMSD and dockq score). E.g.: + +
+model	md5	caprieval_rank	score	irmsd	fnat	lrmsd	ilrmsd	dockq	cluster_id	cluster_ranking	model-cluster_ranking	air	angles	bonds	bsa	cdih	coup	dani	desolv	dihe	elec	improper	rdcs	rg	sym	total	vdw	vean	xpcs
+../07_emref/emref_33.pdb	-	1	-147.229	0.894	0.889	1.452	1.542	0.866	-	-	-	6.877	0.000	0.000	1533.550	0.000	0.000	0.000	-10.230	0.000	-522.517	0.000	0.000	0.000	0.000	-548.824	-33.184	0.000	0.000
+../07_emref/emref_3.pdb	-	2	-145.818	0.949	0.917	2.103	1.801	0.858	-	-	-	7.810	0.000	0.000	1569.000	0.000	0.000	0.000	-9.026	0.000	-533.832	0.000	0.000	0.000	0.000	-556.827	-30.806	0.000	0.000
+../07_emref/emref_52.pdb	-	3	-141.925	1.016	0.889	1.378	1.678	0.850	-	-	-	12.488	0.000	0.000	1591.170	0.000	0.000	0.000	-9.507	0.000	-482.747	0.000	0.000	0.000	0.000	-507.376	-37.117	0.000	0.000
+../07_emref/emref_4.pdb	-	4	-141.400	1.067	0.778	2.299	2.094	0.791	-	-	-	4.617	0.000	0.000	1515.630	0.000	0.000	0.000	-10.495	0.000	-526.925	0.000	0.000	0.000	0.000	-548.288	-25.981	0.000	0.000
+../07_emref/emref_81.pdb	-	5	-137.507	1.569	0.639	4.430	3.047	0.634	-	-	-	30.617	0.000	0.000	1562.350	0.000	0.000	0.000	-16.298	0.000	-442.005	0.000	0.000	0.000	0.000	-447.257	-35.870	0.000	0.000
+....
+
+ +If clustering is performed prior to calling the `caprieval` module, the `capri_ss.tsv` will also contain information about to which cluster the model belongs to and its ranking within the cluster as shown above. + +The relevant statistics are: + +* **score**: *the HADDOCK score (arbitrary units)* +* **irmsd**: *the interface RMSD, calculated over the interfaces the molecules* +* **fnat**: *the fraction of native contacts* +* **lrmsd**: *the ligand RMSD, calculated on the ligand after fitting on the receptor (1st component)* +* **ilrmsd**: *the interface-ligand RMSD, calculated over the interface of the ligand after fitting on the interface of the receptor (more relevant for small ligands for example)* +* **dockq**: *the DockQ score, which is a combination of irmsd, lrmsd and fnat and provides a continuous scale between 1 (equal to reference) and 0* + +The iRMSD, lRMSD and Fnat metrics are the ones used in the blind protein-protein prediction experiment [CAPRI](https://capri.ebi.ac.uk/) (Critical PRediction of Interactions). + +In CAPRI the quality of a model is defined as (for protein-protein complexes): + +* **acceptable model**: i-RMSD < 4Å or l-RMSD<10Å and Fnat > 0.1 +* **medium quality model**: i-RMSD < 2Å or l-RMSD<5Å and Fnat > 0.3 +* **high quality model**: i-RMSD < 1Å or l-RMSD<1Å and Fnat > 0.5 + + +What is based on this CAPRI criterion the quality of the best model listed above (emref_33.pdb)? + + +In case the `caprieval` module is called after a clustering step an additional file will be present in the directory: `capri_clt.tsv`. +This file contains the cluster ranking and score statistics, averaged over the minimum number of models defined for clustering +(4 by default), with their corresponding standard deviations. E.g.: + +
+cluster_rank    cluster_id      n       under_eval      score   score_std       irmsd   irmsd_std       fnat    fnat_std        lrmsd   lrmsd_std       dockq   dockq_std       air     air_std bsa     bsa_std desolv  desolv_std      elec    elec_std        total   total_std       vdw     vdw_std caprieval_rank
+1       1       4       -       -124.146        3.141   1.022   0.113   0.785   0.074   1.812   0.477   0.808   0.045   19.088  8.507   1493.348        101.980 -14.374 2.868   -390.668        44.141  -405.127        39.003  -33.547 7.112   1
+2       2       4       -       -109.733        4.447   8.384   0.538   0.153   0.063   15.962  0.969   0.135   0.029   64.065  29.996  1461.225        113.842 -13.164 2.827   -394.903        13.092  -354.834        34.074  -23.996 4.254   2
+3       6       4       -       -105.989        3.889   4.022   0.232   0.243   0.050   6.572   0.337   0.331   0.025   38.555  17.146  1385.205        39.561  -6.273  3.174   -425.420        56.558  -405.353        38.939  -18.487 5.586   3
+...
+
+ +In this file you find the cluster rank, the cluster ID (which is related to the size of the cluster, 1 being always the largest cluster), the number of models (n) in the cluster and the corresponding statistics (averages + standard deviations). The corresponding cluster PDB files will be found in the processing `X_seletopclusts` directory. + +
+ +### Analysis scenario 1: + +Let us now analyze the docking results for this scenario. Use for that either your own run or a pre-calculated run provided in the `runs` directory (note that to save space only partial data have been kept in this pre-calculated runs, but all relevant information for this tutorial is available). + +First of all let us check the final cluster statistics. + +Inspect the _capri_clt.tsv_ file + +
+ +View the pre-calculated 11_caprieval/capri_clt.tsv file expand_more + +
+cluster_rank    cluster_id      n       under_eval      score   score_std       irmsdirmsd_std        fnat    fnat_std        lrmsd   lrmsd_std       dockq   dockq_std    ilrmsd   ilrmsd_std      air     air_std bsa     bsa_std desolv  desolv_std      elec elec_std total   total_std       vdw     vdw_std caprieval_rank
+1       1       132     -       -136.315        2.459   0.922   0.050   0.847   0.0501.497    0.158   0.848   0.022   1.577   0.100   17.510  10.499  1592.155        26.85-11.290  2.460   -477.868        20.524  -491.561        13.390  -31.203 1.856   1     
+2       2       41      -       -118.410        9.418   7.843   0.237   0.194   0.00014.976   0.870   0.158   0.008   14.161  0.256   33.123  27.142  1525.405        19.48-11.788  2.649   -396.013        33.391  -393.621        55.889  -30.732 8.145   2     
+3       3       8       -       -87.144 5.206   3.741   0.418   0.333   0.039   7.4090.410    0.348   0.025   7.643   0.422   41.435  13.967  1290.872        72.223  -15.930       4.468   -245.765        38.007  -230.535        31.740  -26.204 3.205   3     
+4       4       4       -       -55.138 9.488   2.340   0.218   0.292   0.031   5.7850.727    0.424   0.019   5.334   0.773   42.306  19.922  960.189 142.370 -13.059 3.913-158.379 14.190  -130.707        26.432  -14.634 3.528   4
+
+
+
+ +How many clusters are generated? + +Look at the score of the first few clusters: Are they significantly different if you consider their average scores and standard deviations? + +Since for this tutorial we have at hand the crystal structure of the complex, we provided it as reference to the `caprieval` modules. +This means that the iRMSD, lRMSD, Fnat and DockQ statistics report on the quality of the docked model compared to the reference crystal structure. + +How many clusters of acceptable or better quality have been generate according to CAPRI criteria? + +What is the rank of the best cluster generated? + +What is the rank of the first acceptable of better cluster generated? + + +We are providing in the `scripts` directory a simple script that extract some cluster statistics for acceptable or better clusters from the `caprieval` steps. +To use is simply call the script with as argument the run directory you want to analyze, e.g.: + + + ./scripts/extract-capri-stats-clt.sh ./scenario1 + + +
+ + View the output of the script expand_more + +
+==============================================
+== scenario1-full/02_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  0  out of  1
+Total number of medium or better clusters:      0  out of  1
+Total number of high quality clusters:          0  out of  1
+
+First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ: 
+First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
+Best cluster             - rank:  -  i-RMSD:  6.407  Fnat:  0.202  DockQ:  0.264      
+==============================================
+== scenario1-full/04_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  0  out of  1
+Total number of medium or better clusters:      0  out of  1
+Total number of high quality clusters:          0  out of  1
+
+First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ: 
+First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
+Best cluster             - rank:  -  i-RMSD:  6.407  Fnat:  0.202  DockQ:  0.264      
+==============================================
+== scenario1-full/06_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  1  out of  1
+Total number of medium or better clusters:      0  out of  1
+Total number of high quality clusters:          0  out of  1
+
+First acceptable cluster - rank:  -  i-RMSD:  2.976  Fnat:  0.611  DockQ:  0.601
+First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
+Best cluster             - rank:  -  i-RMSD:  2.976  Fnat:  0.611  DockQ:  0.601      
+==============================================
+== scenario1-full/08_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  1  out of  1
+Total number of medium or better clusters:      1  out of  1
+Total number of high quality clusters:          0  out of  1
+
+First acceptable cluster - rank:  -  i-RMSD:  1.673  Fnat:  0.736  DockQ:  0.727
+First medium cluster     - rank:  -  i-RMSD:  1.673  Fnat:  0.736  DockQ:  0.727      
+Best cluster             - rank:  -  i-RMSD:  1.673  Fnat:  0.736  DockQ:  0.727      
+==============================================
+== scenario1-full/11_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  3  out of  4
+Total number of medium or better clusters:      1  out of  4
+Total number of high quality clusters:          1  out of  4
+
+First acceptable cluster - rank:  1  i-RMSD:  0.922  Fnat:  0.847  DockQ:  0.848
+First medium cluster     - rank:  1  i-RMSD:  0.922  Fnat:  0.847  DockQ:  0.848      
+Best cluster             - rank:  1  i-RMSD:  0.922  Fnat:  0.847  DockQ:  0.848      
+
+
+ +
+ +Similarly some simple statistics can be extracted from the single model `caprieval` `capri_ss.tsv` files with the `extract-capri-stats.sh` script: + + + + ./scripts/extract-capri-stats.sh ./runs/scenario1-surface + + +
+ +View the output of the script: expand_more + +
+==============================================
+== scenario1-full/02_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  365  out of  1000
+Total number of medium or better models:      199  out of  1000
+Total number of high quality models:          0  out of  1000
+
+First acceptable model - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711
+First medium model     - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711        
+Best model             - rank:  46  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713       
+==============================================
+== scenario1-full/04_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  144  out of  200
+Total number of medium or better models:      137  out of  200
+Total number of high quality models:          0  out of  200
+
+First acceptable model - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711
+First medium model     - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711        
+Best model             - rank:  46  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713       
+==============================================
+== scenario1-full/06_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  147  out of  200
+Total number of medium or better models:      118  out of  200
+Total number of high quality models:          20  out of  200
+
+First acceptable model - rank:  2  i-RMSD:  1.221  Fnat:  0.694  DockQ:  0.727
+First medium model     - rank:  2  i-RMSD:  1.221  Fnat:  0.694  DockQ:  0.727        
+Best model             - rank:  30  i-RMSD:  0.883  Fnat:  0.750  DockQ:  0.823       
+==============================================
+== scenario1-full/08_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  147  out of  200
+Total number of medium or better models:      118  out of  200
+Total number of high quality models:          34  out of  200
+
+First acceptable model - rank:  1  i-RMSD:  1.219  Fnat:  0.833  DockQ:  0.787
+First medium model     - rank:  1  i-RMSD:  1.219  Fnat:  0.833  DockQ:  0.787        
+Best model             - rank:  39  i-RMSD:  0.807  Fnat:  0.833  DockQ:  0.862       
+==============================================
+== scenario1-full/11_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  141  out of  185
+Total number of medium or better models:      116  out of  185
+Total number of high quality models:          34  out of  185
+
+First acceptable model - rank:  1  i-RMSD:  0.907  Fnat:  0.917  DockQ:  0.871
+First medium model     - rank:  1  i-RMSD:  0.907  Fnat:  0.917  DockQ:  0.871        
+Best model             - rank:  36  i-RMSD:  0.807  Fnat:  0.833  DockQ:  0.862          
+
+
+ +
+ +_**Note**_ that this kind of analysis only makes sense when we know the reference complex and for benchmarking / performance analysis purposes. + +Look at the single structure statistics provided by the script + +How does the quality of the model changes after flexible refinement? Consider here the various metrics. + +
+ + Answer expand_more + +

+ In terms of iRMSD values we only observe very small differences in the best models, but the change in ranking is impressive! + The fraction of native contacts and the DockQ scores are however improving much more after flexible refinement. + All this will of course depend on how different are the bound and unbound conformations and the amount of data + used to drive the docking process. In general, from our experience, the more and better data at hand, + the larger the conformational changes that can be induced. +

+
+ +
+ +Is the best model always rank as first? + +
+ + Answer expand_more + +

+ This is clearly not the case. The scoring function is not perfect, but does a reasonable job in ranking models of acceptable or better quality on top in this case. +

+
+ +
+ +#### Analysis scenario 1: visualising the scores and their components + +We have precalculated a number of interactive plots to visualize the scores and their components versus ranks and model quality. + + +Examine the plots (remember here that higher DockQ values and lower i-RMSD values correspond to better models) + + +Models statistics: + +* [iRMSD versus HADDOCK score](plots/scenario1/irmsd_score.html){:target="_blank"} +* [DockQ versus HADDOCK score](plots/scenario1/dockq_score.html){:target="_blank"} + +Cluster statistics (distributions of values per cluster ordered according to their HADDOCK rank): + +* [HADDOCK scores](plots/scenario1/score_clt.html){:target="_blank"} +* [iRMSD](plots/scenario1/irmsd_clt.html){:target="_blank"} +* [DockQ](plots/scenario1/dockq_clt.html){:target="_blank"} + +
+ +### Analysis scenario 2: + +Let us now analyse the docking results for this scenario. Use for that either your own run or a pre-calculated run provided in the `runs` directory. +Go into the _analysis/_caprieval_analysis_ directory of the respective run directory and + +Inspect the final cluster statistics in _capri_clt.tsv_ file + +
+ +View the pre-calculated _caprieval/capri_clt.tsv file expand_more + +
+cluster_rank    cluster_id      n       under_eval      score   score_std       irmsdirmsd_std        fnat    fnat_std        lrmsd   lrmsd_std       dockq   dockq_std    ilrmsd   ilrmsd_std      air     air_std bsa     bsa_std desolv  desolv_std      elec elec_std total   total_std       vdw     vdw_std caprieval_rank
+1       1       37      -       -124.658        10.252  3.857   0.922   0.319   0.0976.660    1.321   0.365   0.085   6.780   1.681   31.615  22.188  1616.990        119.623       -6.778  6.101   -437.724        75.263  -439.605        69.689  -33.496 10.191
+2       3       26      -       -119.435        4.949   0.982   0.026   0.805   0.0522.058    0.408   0.816   0.026   1.781   0.120   29.748  11.990  1522.275        58.81-14.346  5.089   -383.147        87.371  -384.832        89.623  -31.434 9.369   2     
+3       8       15      -       -117.501        8.381   10.507  0.012   0.049   0.02318.245   0.253   0.082   0.008   17.406  0.097   16.941  13.148  1695.840        65.32-11.683  2.440   -305.048        31.227  -334.610        34.942  -46.502 3.538   3     
+4       10      12      -       -115.472        5.836   0.980   0.038   0.812   0.0532.062    0.443   0.819   0.020   1.762   0.114   19.993  10.271  1488.888        64.59-14.848  1.764   -351.208        32.914  -363.598        30.092  -32.382 8.809   4     
+5       2       27      -       -106.389        2.683   9.379   0.146   0.125   0.01416.285   0.693   0.122   0.004   16.768  0.405   20.260  12.423  1359.715        23.92-10.242  1.447   -272.409        33.608  -295.839        37.474  -43.691 4.786   5     
+6       4       25      -       -106.037        2.709   7.852   0.619   0.132   0.07715.047   1.787   0.139   0.042   14.277  0.588   43.187  10.734  1403.977        70.15-13.256  1.092   -361.058        57.590  -342.759        55.416  -24.888 11.965  6     
+7       9       13      -       -105.524        8.380   10.273  0.355   0.076   0.01217.160   0.297   0.098   0.005   16.986  0.601   52.965  34.487  1493.557        88.840.241    1.661   -433.424        58.594  -404.836        36.296  -24.376 10.058  7     
+8       13      11      -       -104.016        12.736  6.651   1.287   0.215   0.04112.319   2.028   0.201   0.046   11.777  2.166   67.269  34.762  1452.928        53.36-7.209   2.522   -367.069        36.068  -329.921        62.280  -30.121 8.255   8     
+9       12      11      -       -100.932        9.238   10.829  0.016   0.132   0.01218.562   0.153   0.108   0.004   17.755  0.101   32.367  14.729  1645.305        104.797       -18.030 2.335   -232.574        32.271  -239.830        42.371  -39.624 7.4289
+...
+
+
+ +How many clusters of acceptable or better quality have been generate according to CAPRI criteria? + +What is the rank of the best cluster generated? + +What is the rank of the first acceptable of better cluster generated? + + +In this run we also had a `caprieval` after the clustering of the rigid body models (step 5 of our workflow). + +Inspect the corresponding _capri_clt.tsv_ file + +
+ +View the pre-calculated 5_caprieval/capri_clt.tsv file expand_more + +
+cluster_rank    cluster_id      n       under_eval      score   score_std       irmsdirmsd_std        fnat    fnat_std        lrmsd   lrmsd_std       dockq   dockq_std    ilrmsd   ilrmsd_std      air     air_std bsa     bsa_std desolv  desolv_std      elec elec_std total   total_std       vdw     vdw_std caprieval_rank
+1       4       20      -       -32.647 0.718   8.443   0.050   0.056   0.000   16.670.440    0.098   0.003   15.142  0.029   103.171 30.153  1037.440        40.574  -16.600       0.384   -6.642  0.367   90.292  34.825  -6.237  4.862   1
+2       1       20      -       -32.078 0.309   1.193   0.052   0.563   0.012   2.3440.382    0.701   0.015   2.241   0.176   144.927 37.448  1185.507        24.515  -14.154       0.495   -7.458  0.197   131.527 41.553  -5.942  4.909   2
+3       11      15      -       -31.524 0.512   2.591   0.043   0.306   0.000   5.8830.150    0.411   0.006   5.951   0.125   238.270 90.904  838.533 10.610  -17.621 0.383-7.971   0.168   237.269 95.233  6.969   4.900   3
+4       23      6       -       -31.175 0.237   4.180   0.009   0.285   0.012   7.7030.015    0.316   0.004   8.171   0.036   217.839 78.900  1071.035        16.129  -15.642       0.348   -6.892  0.257   199.998 83.806  -10.949 5.140   4
+5       32      4       -       -30.152 1.356   7.126   0.074   0.069   0.024   16.690.938    0.106   0.014   12.952  0.455   286.907 150.515 1041.192        37.687  -13.618       0.880   -8.950  0.629   273.851 150.190 -4.106  4.566   5
+6       33      4       -       -29.431 2.824   2.660   0.894   0.326   0.121   7.1353.087    0.407   0.141   6.418   2.586   124.179 48.395  917.899 78.204  -13.272 2.489-8.230   0.566   116.856 51.814  0.907   4.084   6
+7       2       20      -       -27.915 0.952   4.133   0.017   0.139   0.020   7.0510.018    0.282   0.007   7.455   0.023   264.450 31.588  1014.276        17.755  -11.711       0.867   -8.673  0.226   252.511 36.667  -3.266  5.371   7
+8       17      11      -       -27.474 1.291   6.676   0.703   0.063   0.012   11.461.246    0.157   0.014   12.049  1.207   303.023 57.328  963.135 62.068  -12.556 1.856-8.338   0.587   296.748 55.220  2.063   6.790   8
+9       13      14      -       -27.374 0.754   10.733  0.011   0.083   0.000   18.250.037    0.094   0.000   17.522  0.031   134.468 43.797  1039.598        13.308  -13.613       0.558   -4.687  0.149   127.422 45.173  -2.360  2.548   9
+...
+
+
+
+ +How many clusters are generated? + +Is this the same number that after refinement (see above)? + +If not what could be the reason? + +Consider again the rank of the first acceptable cluster based on iRMSD values. How does this compare with the refined clusters (see above)? + +
+ + Answer expand_more + +

+ After rigid body docking the first acceptable cluster is at rank 3 and the same is true after refinement, but the iRMSD values have improved. +

+
+ +
+ +Use the `extract-capri-stats-clt.sh` script to extract some simple cluster statistics for this run. + + + ./scripts/extract-capri-stats-clt.sh runs/scenario2/ + + + +
+ + View the output of the script expand_more + +
+==============================================
+== scenario2-cltsel-full/02_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  0  out of  1
+Total number of medium or better clusters:      0  out of  1
+Total number of high quality clusters:          0  out of  1
+
+First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ: 
+First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
+Best cluster             - rank:  -  i-RMSD:  6.407  Fnat:  0.202  DockQ:  0.264      
+==============================================
+== scenario2-cltsel-full/05_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  6  out of  33
+Total number of medium or better clusters:      1  out of  33
+Total number of high quality clusters:          0  out of  33
+
+First acceptable cluster - rank:  2  i-RMSD:  1.193  Fnat:  0.563  DockQ:  0.701
+First medium cluster     - rank:  2  i-RMSD:  1.193  Fnat:  0.563  DockQ:  0.701      
+Best cluster             - rank:  2  i-RMSD:  1.193  Fnat:  0.563  DockQ:  0.701      
+==============================================
+== scenario2-cltsel-full/07_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  0  out of  1
+Total number of medium or better clusters:      0  out of  1
+Total number of high quality clusters:          0  out of  1
+
+First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ: 
+First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
+Best cluster             - rank:  -  i-RMSD:  8.237  Fnat:  0.104  DockQ:  0.121      
+==============================================
+== scenario2-cltsel-full/09_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  0  out of  1
+Total number of medium or better clusters:      0  out of  1
+Total number of high quality clusters:          0  out of  1
+
+First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ: 
+First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
+Best cluster             - rank:  -  i-RMSD:  4.840  Fnat:  0.361  DockQ:  0.400      
+==============================================
+== scenario2-cltsel-full/12_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  4  out of  25
+Total number of medium or better clusters:      2  out of  25
+Total number of high quality clusters:          2  out of  25
+
+First acceptable cluster - rank:  1  i-RMSD:  3.857  Fnat:  0.319  DockQ:  0.365
+First medium cluster     - rank:  2  i-RMSD:  0.982  Fnat:  0.805  DockQ:  0.816      
+Best cluster             - rank:  4  i-RMSD:  0.980  Fnat:  0.812  DockQ:  0.819      
+
+
+ +
+ +Similarly some simple statistics can be extracted from the single model `caprieval` `capri_ss.tsv` files with the `extract-capri-stats.sh` script: + + +./scripts/extract-capri-stats.sh ./runs/scenario2 + + +
+ +View the output of the script expand_more + +
+==============================================
+== scenario2-cltsel-full/02_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  365  out of  1000
+Total number of medium or better models:      199  out of  1000
+Total number of high quality models:          0  out of  1000
+
+First acceptable model - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711
+First medium model     - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711        
+Best model             - rank:  46  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713       
+==============================================
+== scenario2-cltsel-full/05_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  62  out of  375
+Total number of medium or better models:      22  out of  375
+Total number of high quality models:          0  out of  375
+
+First acceptable model - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711
+First medium model     - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711        
+Best model             - rank:  46  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713       
+==============================================
+== scenario2-cltsel-full/07_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  74  out of  375
+Total number of medium or better models:      27  out of  375
+Total number of high quality models:          1  out of  375
+
+First acceptable model - rank:  6  i-RMSD:  1.081  Fnat:  0.750  DockQ:  0.771
+First medium model     - rank:  6  i-RMSD:  1.081  Fnat:  0.750  DockQ:  0.771        
+Best model             - rank:  36  i-RMSD:  0.930  Fnat:  0.778  DockQ:  0.822       
+==============================================
+== scenario2-cltsel-full/09_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  74  out of  375
+Total number of medium or better models:      27  out of  375
+Total number of high quality models:          7  out of  375
+
+First acceptable model - rank:  1  i-RMSD:  3.718  Fnat:  0.333  DockQ:  0.382
+First medium model     - rank:  3  i-RMSD:  0.991  Fnat:  0.806  DockQ:  0.821        
+Best model             - rank:  60  i-RMSD:  0.896  Fnat:  0.778  DockQ:  0.828       
+==============================================
+== scenario2-cltsel-full/12_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  65  out of  317
+Total number of medium or better models:      27  out of  317
+Total number of high quality models:          7  out of  317
+
+First acceptable model - rank:  1  i-RMSD:  3.718  Fnat:  0.333  DockQ:  0.382
+First medium model     - rank:  3  i-RMSD:  0.991  Fnat:  0.806  DockQ:  0.821        
+Best model             - rank:  54  i-RMSD:  0.896  Fnat:  0.778  DockQ:  0.828       
+
+
+ +
+ +_**Note**_ that this kind of analysis only makes sense when we know the reference complex and for benchmarking / performance analysis purposes. + +Look at the single structure statistics provided by the script + +How does the quality of the model changes after flexible refinement? Consider here the various metrics. + +
+ + Answer expand_more + +

+ In this case we observe a small improvement in terms of iRMSD values as well as in the fraction of native contacts and the DockQ scores. Also the single model rankings have improved, but the top ranked model is not the best one. +

+
+ +
+ +Is the best model always rank as first? + +
+ + Answer expand_more + +

+ This is clearly not the case. The scoring function is not perfect, but does a reasonable job in ranking models of acceptable or better quality on top in this case. +

+
+ +
+ +#### Analysis scenario 2: visualising the scores and their components + +We have precalculated a number of interactive plots to visualize the scores and their components versus ranks and model quality. + + +Examine the plots (remember here that higher DockQ values and lower i-RMSD values correspond to better models) + + +Models statistics: + +* [iRMSD versus HADDOCK score](plots/scenario2/irmsd_score.html){:target="_blank"} +* [DockQ versus HADDOCK score](plots/scenario2/dockq_score.html){:target="_blank"} + +Cluster statistics (distributions of values per cluster ordered according to their HADDOCK rank): + +* [HADDOCK scores](plots/scenario2/score_clt.html){:target="_blank"} +* [iRMSD](plots/scenario2/irmsd_clt.html){:target="_blank"} +* [DockQ](plots/scenario2/dockq_clt.html){:target="_blank"} + +
+ +### Comparing the performance of the two scenarios + +Clearly all three scenarios give good results with an acceptable cluster in all three cases ranked at the top: + +{% highlight shell %} +============================================== +== scenario1-full/11_caprieval/capri_ss.tsv +============================================== +Total number of acceptable or better models: 141 out of 185 +Total number of medium or better models: 116 out of 185 +Total number of high quality models: 34 out of 185 + +First acceptable model - rank: 1 i-RMSD: 0.907 Fnat: 0.917 DockQ: 0.871 +First medium model - rank: 1 i-RMSD: 0.907 Fnat: 0.917 DockQ: 0.871 +Best model - rank: 36 i-RMSD: 0.807 Fnat: 0.833 DockQ: 0.862 + +============================================== +== scenario2-cltsel-full/12_caprieval/capri_ss.tsv +============================================== +Total number of acceptable or better models: 65 out of 317 +Total number of medium or better models: 27 out of 317 +Total number of high quality models: 7 out of 317 + +First acceptable model - rank: 1 i-RMSD: 3.718 Fnat: 0.333 DockQ: 0.382 +First medium model - rank: 3 i-RMSD: 0.991 Fnat: 0.806 DockQ: 0.821 +Best model - rank: 54 i-RMSD: 0.896 Fnat: 0.778 DockQ: 0.828 + +{% endhighlight %} + +While the first two scenarios show similar results, we can observe that scenario 2 produces a higher count of clusters, i.e. a higher conformational diversity than the other scenarios. +This difference is most probably a consequence of the clustering step carried out after the rigidbody docking. In fact, this additional step allowed us to select the best models of each clusters, retaining the diversity produced in the riigid body step, while selecting the overall best ranked models in the first two scenarios showed lower diversity. + +
+
+ +## Biological insights + +The E2A-HPR complex is involved in phosphate-transfer, in which a phosphate group attached to histidine 90 of E2A (which we named NEP) is transferred to a histidine of HPR. As such, the docking models should make sense according to this information, meaning that two histidines should be in close proximity at the interface. Using PyMOL, check the various cluster representatives (we are assuming here you have performed all PyMOL commands of the previous section): + + +select histidines, resn HIS+NEP
+show spheres, histidines
+util.cnc
+
+ +First of all, has the phosphate group been properly generated? + +**Note:** You can zoom on the phosphorylated histidine using the following PyMOL command: + + +zoom resn NEP
+
+ +
+ +
+ +Zoom back to all visible molecules with + + +zoom vis
+
+ +Now inspect each cluster in turn and check if histidine 90 of E2A is in close proximity to another histidine of HPR. +To facilitate this analysis, view each cluster in turn (use the right panel to activate/desactivate the various clusters by clicking on their name). + +Based on this analysis, which cluster does satisfy best the biolocal information? + +Is this cluster also the best ranked one? + +
+ +## Comparison with the reference structure + +As explained in the introduction, the structure of the native complex has been determined by NMR (PDB ID [1GGR](https://www.ebi.ac.uk/pdbe/entry/pdb/1ggr){:target="_blank"}) using a combination of intermolecular NOEs and dipolar coupling restraints. We will now compare the docking models with this structure. + +If you still have all cluster representative open in PyMOL you can proceed with the sub-sequent analysis, otherwise load again each cluster representative as described above. Then, fetch the reference complex by typing in PyMOL: + + +fetch 1GGR
+show cartoon
+color yellow, 1GGR and chain A
+color orange, 1GGR and chain B
+
+ +The number of chain B in this structure is however different from the HPR numbering in the structure we used: It starts at 301 while in our models chain B starts at 1. We can change the residue numbering easily in PyMol with the following command: + + +alter (chain B and 1GGR), resv -=300
+
+ +Then superimpose all cluster representatives on the reference structure, using the entire chain A (E2A): + + +select 1GGR and chain A
+alignto sele
+
+ + +Does any of the cluster representatives ressemble the reference NMR structure? + + +In case you found a reasonable prediction, what is its cluster rank? + + +
+
+ +## Congratulations! 🎉 + +You have completed this tutorial. If you have any questions or suggestions, feel free to contact us via email or asking a question through our [support center](https://ask.bioexcel.eu){:target="_blank"}. + +And check also our [education](/education) web page where you will find more tutorials! + +
+
+ +## A look into the future Virtual Research Environment for HADDOCK3 + +In the context of a project with the [Netherlands e-Science Center](https://www.esciencecenter.nl){:target="_blank"} we are working on +building a Virtual Research Environment (VRE) for HADDOCK3 that will allow you to build and edit custom workflows, +execute those on a variety of infrastructures (grid, cloud, local, HPC) and provide an interactive analysis +platform for analyzing your HADDOCK3 results. This is _work in progress_ but you can already take a glimpse of the +first component, the workflow builder, [here](https://github.com/i-VRESSE/workflow-builder){:target="_blank"}. + +All the HADDOCK3 VRE software development is open and can be followed from our [GitHub i-VRESSE](https://github.com/i-VRESSE){:target="_blank"} repository. + +So stay tuned! + + +[air-help]: https://www.bonvinlab.org/software/haddock2.4/airs/ "AIRs help" +[gentbl]: https://wenmr.science.uu.nl/gentbl/ "GenTBL" +[haddock24protein]: /education/HADDOCK24/HADDOCK24-protein-protein-basic/ +[haddock-repo]: https://github.com/haddocking/haddock3 "HADDOCK3 GitHub" +[haddock-tools]: https://github.com/haddocking/haddock-tools "HADDOCK tools GitHub" +[installation]: https://www.bonvinlab.org/haddock3/INSTALL.html "Installation" +[link-cns]: https://cns-online.org "CNS online" +[link-forum]: https://ask.bioexcel.eu/c/haddock "HADDOCK Forum" +[link-pdbtools]:http://www.bonvinlab.org/pdb-tools/ "PDB-Tools" +[link-pymol]: https://www.pymol.org/ "PyMOL" +[nat-pro]: https://www.nature.com/nprot/journal/v5/n5/abs/nprot.2010.32.html "Nature protocol" +[tbl-examples]: https://github.com/haddocking/haddock-tools/tree/master/haddock_tbl_validation "tbl examples" diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/dockq_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/dockq_clt.html new file mode 100644 index 000000000..bd35873ea --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/dockq_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/dockq_score.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/dockq_score.html new file mode 100644 index 000000000..813da8f61 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/dockq_score.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/irmsd_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/irmsd_clt.html new file mode 100644 index 000000000..99b2c1f60 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/irmsd_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/irmsd_score.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/irmsd_score.html new file mode 100644 index 000000000..c8e5f32b9 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/irmsd_score.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/score_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/score_clt.html new file mode 100644 index 000000000..0bfa12a54 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/score_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/dockq_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/dockq_clt.html new file mode 100644 index 000000000..8f89b692d --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/dockq_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/dockq_score.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/dockq_score.html new file mode 100644 index 000000000..e93dd0aba --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/dockq_score.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/irmsd_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/irmsd_clt.html new file mode 100644 index 000000000..8b5d5ca4e --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/irmsd_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/irmsd_score.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/irmsd_score.html new file mode 100644 index 000000000..a1b9b936e --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/irmsd_score.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/score_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/score_clt.html new file mode 100644 index 000000000..4ea042277 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario1/score_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/dockq_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/dockq_clt.html new file mode 100644 index 000000000..28caf6e1d --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/dockq_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/dockq_score.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/dockq_score.html new file mode 100644 index 000000000..b930f01f6 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/dockq_score.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/irmsd_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/irmsd_clt.html new file mode 100644 index 000000000..a428c2b08 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/irmsd_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/irmsd_score.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/irmsd_score.html new file mode 100644 index 000000000..2382496fb --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/irmsd_score.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/score_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/score_clt.html new file mode 100644 index 000000000..4da3e4e9c --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/scenario2/score_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file From 766c622b77243026598d0d171107064c2be2ecd7 Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Fri, 15 Aug 2025 17:57:27 +0200 Subject: [PATCH 02/25] protein-protein tutorial added to the index --- education/HADDOCK3/index.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/education/HADDOCK3/index.md b/education/HADDOCK3/index.md index 9b4d1590f..2a0d0f55c 100644 --- a/education/HADDOCK3/index.md +++ b/education/HADDOCK3/index.md @@ -49,6 +49,9 @@ _Note that HADDOCK3 is still in heavy development and as such the software is ev * [**Nanobody-antigen docking**](/education/HADDOCK3/HADDOCK3-nanobody-antigen): This tutorial is similar to the antibody-antigen docking tutorial, but it uses a nanobody instead of an antibody. In the tutorial we explain how to generate an ensemble of nanobody conformations in their unbound form and then how to dock it to the antigen using HADDOCK3. +* [**Protein-Protein docking**](/education/HADDOCK3/HADDOCK3-protein-protein-basic): + This tutorial describes a basio protein-protein docking case using HADDOCK3. The interface information for the docking is derived from NMR chemical shift perturbation data. This tutorial requires basic Linux expertise. + * [**Protein-Glycan modelling and docking**](/education/HADDOCK3/HADDOCK3-protein-glycan): This tutorial shows how to use HADDOCK3 to dock a glycan to a protein, provided that some information exists about the protein binding site. As HADDOCK3 only exists as a command line version, this tutorial does require some basic Linux expertise. From 6950d87a2a16983928a0a8be1e7b74a478c6b4f3 Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Tue, 19 Aug 2025 14:03:21 +0200 Subject: [PATCH 03/25] typo corrected --- education/HADDOCK3/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/education/HADDOCK3/index.md b/education/HADDOCK3/index.md index 2a0d0f55c..44720935a 100644 --- a/education/HADDOCK3/index.md +++ b/education/HADDOCK3/index.md @@ -50,7 +50,7 @@ _Note that HADDOCK3 is still in heavy development and as such the software is ev This tutorial is similar to the antibody-antigen docking tutorial, but it uses a nanobody instead of an antibody. In the tutorial we explain how to generate an ensemble of nanobody conformations in their unbound form and then how to dock it to the antigen using HADDOCK3. * [**Protein-Protein docking**](/education/HADDOCK3/HADDOCK3-protein-protein-basic): - This tutorial describes a basio protein-protein docking case using HADDOCK3. The interface information for the docking is derived from NMR chemical shift perturbation data. This tutorial requires basic Linux expertise. + This tutorial describes a basic protein-protein docking case using HADDOCK3. The interface information for the docking is derived from NMR chemical shift perturbation data. This tutorial requires basic Linux expertise. * [**Protein-Glycan modelling and docking**](/education/HADDOCK3/HADDOCK3-protein-glycan): This tutorial shows how to use HADDOCK3 to dock a glycan to a protein, provided that some information exists about the protein binding site. From fd17d0cd9c5d47d9d4e28620b1899f981860b8ee Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Tue, 19 Aug 2025 14:05:32 +0200 Subject: [PATCH 04/25] files removed --- .../plots/GOGO_scenario2/dockq_clt.html | 23 ------------------- .../plots/GOGO_scenario2/dockq_score.html | 23 ------------------- .../plots/GOGO_scenario2/irmsd_clt.html | 23 ------------------- .../plots/GOGO_scenario2/irmsd_score.html | 23 ------------------- .../plots/GOGO_scenario2/score_clt.html | 23 ------------------- 5 files changed, 115 deletions(-) delete mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/dockq_clt.html delete mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/dockq_score.html delete mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/irmsd_clt.html delete mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/irmsd_score.html delete mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/score_clt.html diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/dockq_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/dockq_clt.html deleted file mode 100644 index bd35873ea..000000000 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/dockq_clt.html +++ /dev/null @@ -1,23 +0,0 @@ - -
- - -
-
- - -
- \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/dockq_score.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/dockq_score.html deleted file mode 100644 index 813da8f61..000000000 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/dockq_score.html +++ /dev/null @@ -1,23 +0,0 @@ - -
- - -
-
- - -
- \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/irmsd_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/irmsd_clt.html deleted file mode 100644 index 99b2c1f60..000000000 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/irmsd_clt.html +++ /dev/null @@ -1,23 +0,0 @@ - -
- - -
-
- - -
- \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/irmsd_score.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/irmsd_score.html deleted file mode 100644 index c8e5f32b9..000000000 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/irmsd_score.html +++ /dev/null @@ -1,23 +0,0 @@ - -
- - -
-
- - -
- \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/score_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/score_clt.html deleted file mode 100644 index 0bfa12a54..000000000 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/plots/GOGO_scenario2/score_clt.html +++ /dev/null @@ -1,23 +0,0 @@ - -
- - -
-
- - -
- \ No newline at end of file From 65bae6db31f4d5d5ae92754d66abafaa33f98c5c Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Tue, 19 Aug 2025 14:10:23 +0200 Subject: [PATCH 05/25] duplicates removed --- .../HADDOCK2-stages.png | Bin 128392 -> 0 bytes .../HADDOCK3-workflow-scheme.png | Bin 583020 -> 0 bytes .../HADDOCK3-protein-protein-basic/index.md | 4 ++-- 3 files changed, 2 insertions(+), 2 deletions(-) delete mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/HADDOCK2-stages.png delete mode 100644 education/HADDOCK3/HADDOCK3-protein-protein-basic/HADDOCK3-workflow-scheme.png diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/HADDOCK2-stages.png b/education/HADDOCK3/HADDOCK3-protein-protein-basic/HADDOCK2-stages.png deleted file mode 100644 index 52cee1c5c58a75e384f4dfe6bc1caef9494e51e3..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 128392 zcma&Nbx>Ww^Cx<7cXtcH-Cct_!7jlqxV!ts9fCvf;O_1Oce}W|yKH{DzkT1WdRwnv z&742Zr}|9K%$e@#>F$Y8QIbYMBt!%N04TCDl4<||)DZvxu>%kJ54jt3d;9;=m^7Kv1?i#eYrI6%k_9aL0>5VySjQ%|v` z^c;JsN2$_3H^IvEmF^c(WDCzgWY#j;qJ}L zQW_U__npTwQrD3~*3E-MHU)i_ZsDt4!rqUUw$n{_5_(N9T|EtB;bW-djXtk2Igei-%(V?cE*IpjqZ0w1XaMG9T|3xfoyG z2RJ=#-eSufe>`Ny~tnfzL6$;fXv>9 zKs2AbMEP&mUN4^SPp_eKQy7EYUA>2|o5i>9t?rNBQxy~5>z7Jw~k0p{zuP9l&Zm95~p3y$}PZ6JXfA8DwXSYY@P+Hnw z6Z#eSTHp0Jkj<33`65F?UMF-tAwI6(6}vwxYiKptwe^1qU}bFxm(*bTEogdqDiLdW zyfvse*!nArf?C{+SSb=93?%6DVKU^!^W`U{ z^>$|C6MNC_>Qu$`AM5jBx}dE>S_@Og1JR*Oc2P0u{qe_m=kEu}93qs8s+7TuV=-%D z1XQ8VA=-9N>FoyTuW>gAa-VTGxSs~;&T`<-xN$zU$H$I$G@Z4b)_eAcWAVXxnzlF- z^E122dH8d?{21K`IVFloS;kY^*2-^iNx^k?_$*58x2otg96?^1eB(c#&W))%8O$2T z!4}DOi>NHIIu|zf?W2!g>Cx2Mej8c!`iKZ3Jd+oQeoPUgpY4lg+>l zb<|gkCyyyGpSPOxTik)Cy2`&exa;r>o%&Amt$iI#L5{ZSJe21bw;}EZ7NX&qxrYfL zeLa$-nQS!4W=L6)ADM@osgpysCn-q9IAMODpC%CJT#K0x>M;TD%(*NW$YHNfNm|o< zyVw9CCh4X@cKAZ_`)6uy=F|yOtHh^1DpgIZEFc04sSC`Tt5nxWa)6)81>AX5letHo zx>H4z>N?)5Cz<4|bGE6l^NTjguI%W`M@y&(FdquIV$XHMHmxoA6U{qIUmWgK^7^Db z#OQl}#>r;0v(lF=$>=`I!z7T}zgP5VrW%b5%iLNtPorYQ96C_P_;(D~DObjpaCN%CfJc5yHYe&*&HVg&N zqf4_sEN813Zttx{*a^q(E<1kyKGpZT7 z&o2qI;$Bxk*;BQwc{Cv<=?yHs?6g~7{>ZN@83oz1cRc8ea!rUsE79&rfhzF<9PEVV zxIb;^x=>bm9jqinW5&S7P_;f9G4p za3;1$u!ZtP46oE)2@K4mxF!z)n#(k~LJfXIZL^~Rm|zPR>%1{x5d1bhpO8FORk2WT zMX)+`=Xl;dc@MvglxV~GN(r-iDlC;67wmRMiN+%jyd2qo4e!d>;2$7U=!0ynnhptFzfG(<4selE^iR78KX=d4EvZQ3^1jUcY zD#bVuL&;VqV*#4(iug(JB?#yN|L~O?!crinkh+hrY(y4A(n6)I@;FctmJ1fTo4aeT zlwu8G;o@hg-{zshh@l%NmST$$sjOvaViW9};t#9cJrZ&%N{vfgnPRap1cn7i+jA7| z5LL>e;I6*V(9vj33Kyt?X1&tC<*8Ow;M^ZQHO})N891X?WiOsgREfjI>}I{NhyGziJtS%gM8pWDY5mnxH?o2y$w?wMf_dUTs@-W%DLVf7E_Bmg6 zo46+sc-Sjbc{30NBw@7q6d0*I?V{4k2?<{uARVS%Gg&0a`v>R(@u7AUk5m8;u1hQ( z3z&Z;)^DK7j1KHydGF(B=}-wa$l(7*d=4z5_5Cr!k_OaVQf538JY;Zt)mPj~q2@-@ zDVoA~@w$S)x$+-aVQCwv9a_^plH8~pHi^U1Mrcz|x3o-)Aop-VhcBgB zd*XL#uKxMX8Dt36o<>Ryh%s{Bol(*uv9thFVrVfCI`58Yjc1|Li*Sy7__@kaVQ8B~ z_&pA4Td+DL?h(NWE1FkaNCOk{(jBHTlB#H#p{IkSDBB4fms1o4Oh7{cH2}4^iWQzj zTP#i~zXMu%_|H30YU#)u2SU>)*ch$fsn(IvhTy`vC%5?29$jLPjyikvp= z44HxD2-ltH79^Ifk`^9T(J)4_T)0ijNMOSEvlgN^p2}rj%;%a5{mOwOSuTl9GnoqW zI(USA4-1*!kMC|x-8x5=ogNy-nA9{s9z)-KP@!lMZ?^9jg%fKDW9(`WHXc{FsO_jM1dwX7xLJprZadk{{Y~VC%tlS^_0c5D-=;J`T7s9wvl2}6+ z3Q=Y`;i=ff=e28jZ0X05xywO)$)d{xa%6?DEm}d|3SyqoPOK+}BSwf%0Qusfk?=4e z%3h!%l?}<1?Pxi#tc(h2r}+}B#p0DEjOYRjP6DF;BmA(itk=WrFHPNkKn4;sW^ z4r){g%6juv7$wpcCDaqws3*E)ge6^InLkCPDdY#MdAP3RF&i=M29T0&p~y**eM3Xn z@3&;paSQC@Ir6zTX-T8XXJ$^2E=k%FNI~F-AQ%;x-IqsQBGcb*iCB%a(Rng>_gq;I3G5-jbG%B>_csy5N455XXH8Kt`zOE_>QB9-&3x{0 z2bLftrn=`8x6|bVrWTR~dP#oFhVL`-D1%=sioz)vT98x1J}LDJL$2nCV+;d}M~KE* z_x|Zy!U2^Z=qLlFnVLjD&+SmZCg8rvwVgsaTK!SsaI2G6I@4{!a+Hs$-mdYnz< znIFWQHx?OT{eXou9OKXe$yYei%hU#S$46N%igZtjlJJ+;K_qVhc0&1t*^u!#fU(c` zK-);L!l}5-kaip^ezbSMqKvDyGnBa~+uU82VG-m!S-Ynz{jCvVj+jIpf;MMeav_jT zISxNjlR8uuG66Znv%1}%6M^F%6bExb;d=((xdzjhqaOkCJswbbHDDYF*ZWW#HvZ*$ zG$INy-W(hFg`2#UaSs9z zj_F@O4b#0sX2hGQz>FR@jLUMCMFkG`P-{z48lC0D-vA35JWe2-^HMZl63BxfQV1zy z!m~5w`9SD+s2jv=*uQcgcPc@KJ?BP*0rp!+8PVti`kIzsTOhYvsZYM%;!%=Y$5X;Q zckMUhn9lvyMROpb#DR!-zN*p3ewM>SA+xvU6lR@nxDdx%KXGVrCAXReKW*XS5kRq; z3=0s>VloAv(s2$+)yGTQnD%ne_a&q34MUKJ3b>fV8D9&_Cm7_r(YVR{1bx+>8UFcJT~? zc>CdTf?*CY=j6vlQjC0aF9cYA!%A4kk(qZA4K=+pWRc$xInzXwF zg!miu=X3tOmhfUKvKzkffL6Y`%+-4T@g1p3!i$aR6(ogCL&LeDqg1c1c`d&3z7d65eh*g<=%C#?)V^sDC?ct?E1v6|F@85wgwnD zhxttR$h2wA2-N)+ACr=3qIsl*Oq+u#0WcAhZP6@kS^tvNMY|H__LD>r(M&ZRq7i1} z>z~Ac?`?kt8s=|E$^z7`V`^|D9Bp2)TUoN2izJ63HYQ7U5fhSUJO-UL-550+J^`>}1JMKbBl}Z_~qr$;@i!}>`oLt=4Kpf5YE%gZ*shE1ytnMO#9n1sqNDz zxv4H(gOVH#Yom1N^N<>pm3i4F!j78fv$=2|MNUw0r24@H<#n#}5r%D9;e>zU=xO!LF}CHHK=h}(Dd6ef0a@9 z)Jm6g*k-Nvx2%>U53!&#=3j9?#1;{Go%=G?_f1%Sxc!)maz+kE%=}i-Zo`=_0<28_ zC}ToDnQ{8$m=|F|GW&$mZqTn+2@Hx!RA^<%wBId|UG1;FZq^*1a8!)nmxXt-5gDtz ze=T43D{mw_M{Pin2~?6P8kK1Www3ObKCRggZeAgk4(Y0?IOCoZRBZ=0N$~f18pf5T z!`o`rl()(7YmL%*Y$@n|NxO5KM#lS6+M_J^)p{8ov@cpoDbExe;Tg2}?Yd^|SzBL6 z)-tcP=b$`?wv8;%Si0C8(}7nku^Za@#-kjEV@uL5pqpjBXWlUUrI2y5UU(}{5`QOO z->4RYT>S2_&&^HMcc&%wBww__$4#Kf$cWAEvR;3n+|l)wC} z-Ox;-nD^uLISa1{1rzzL`xP zs){Z4Woj$k-5tkTS*!`PJqT2pvySh7CZLI@P6x@##BqZ#%!J%4<(X%Mj|TYqb<-pn zslLm5EHH2A9<9&kb*Rj&$;9l_wtWqrH=S=Yqi6H_AtL+}j$j}Ntf07xBT!B9PBuLm2p-+GqrUomxjSDFPW!~mt1dwJV!KEc4En^)f7rM6w^#+ zh-Zk62QHxKF~BXS7VZ)yR>LN^qeolmL2)SdThY}WD8#8|8ro;CvNc`A$1w?sNSgI} zSWM5&p8^;gcDz|Z&7L2LQeTF9Xg!yYD-%NENa5$!OQ;WZZbH<7B$NgBGm^>mo_|0T z7?ZXR+%O!HxS@vlN%9_(R=_m3Tc{nC>w~uNk7x}B0g8)enQEL()C?-qLLrHYKvtXT zP6KE`3j-kT&nnnj5y1DxXRn>Hfg~|Ifb9tU+}77-c&o!^08!cvV3rzulS~tI z8M;lU$8&eAS#Erz*vXt{Ijt%QdtE4$QygOxS93TV@K^q%Q)_;cO^FF>e0W}|5(#9{f>U}_9r)i6SJt5WO?$qWEV z-4@5DuOskvbK#o@R3&0!3LHLdc)4Ew6QWo-S}3rZRw4u3uoihE!tB%gn?@41T5VKj zkly&d(3@WA2kWkIgEYJe`e-m=@=cQJskP;C&%1b(!f|(>gfeL!MmZKev8a}AzBcoZ zFXNIb5Vt70fGSz+Y1zNTWxCn?)0kW*9AkyZ@eN&>O;+k-jirJ8>`Zcy2~?JNNV2Ia zvzq!|k@XG)_t96dG12vVkc%~dEVPB z6OV*nG(12s8KUos9EcpKDp~4tg^nQ8VNE8>&^p4Dfq!0DS-3kN3CyA6NEIMLL`w`% zY+)6OirRBYBUYWr-tnG zmk@fZZI}A(nkLi5lDNeIGTf0IY4ELqY5n$w@k;Ar)H~7)Kiv%`*H}ZlO$O2+XOFNI zFmF86q~Y8P?h7QSZd=Wh;Ik!WMpUm5FJN-Sm>>Y9{Vt8PEyXfnu%XYJB%X2W#~$Ho zIa;?T8kv{cMut_tVdO(*A)V)9bR~FLM|;G4^ce_f4AFSs=jgg}E;8)C2E1FX&j#Z( zM1|PrO?&+*r37aeFW{kL>?wX<3xTE=()^u@eEf&+uTwG$WrDJ0(u@lfo0VKU-&Gqg zy)%~&bfTZ-Zm8ofT!Z!kWs&Mqf0fuvuiA*D{@HXA|L@bq%z=f*x}tBfJ#i39psTl) zi-;*fn&Zmm+c_w|iH4~?JTW^n0L`-j-$P0UkD1Gp}W<$6l+d*^X@Lj{*oCx>dzeexpl~V$3 zabJ56T<}F3j(ekaGA?1WV@_xE3q@!3DleAYbFN8u0Oo*9<{yRyj>P>^^MO)eB@Y{P-U^f9y$1GYq6v1a$C1gwiXB8{TROA4%PpD zY3$Phj+cBt%8)W`CFSSA8c1<>`3;Nx@mEz~2d|P?wZ(_3=*1i4MH;c^%%#j~a?A4=ppYbPOX_5S@8MLDq3wMn$q&yox zIBz>&Z3Jo%aB<=fbq87IRmQL!q)yIX8u1%*(O+;2QNCTVQ~cYS1adZh;7yHh2R=xr z+AXWW5Pm%fD`P@#*kKRN9L6XiL^r&bRU^lq0ZVb#jNcBDhKE|@U~&d zJ*sx*isTWsplK9D09ez3qWPr4IdE?N+ZBLg37 zJKMz?#Jid#(tWu*VKdTK=O!aAGFH_EYU1f4cQv=t>!nqEf=B!e&iC^MIFQ}*inYOu ztB7MsHlf8#`kv6pe6#eH?mCE&U{6=~zXKObG2OvI-=B9pNo@5OMtcU-%B zfC>x8!Wll?_X+mI>tDYnD|0?+5Y9g1HQ)6wF}yE+du=;6M2A8BkWQ4uqbOg86LC(oZ?VF@`Bq$;Co~=;dhp#X~e>u(4!U z<2;|>NV+ANLw``SIx*%!;?(WJeFkrWGoD8gc9C zptOL04a%T6atoJ$z$f^lHCW~<-HbZ89~S^9+qkDvU;qWeEE$rhyl)%gE!jJ!|pzxn>>+y7wD7#IKD z-v1Q?IpF=TKK~zd|KFHcNc(>e`9F03!QlTh^R$Gwa7eG*y!AhO?H{+&`0sMx&^LGTwN{aya;B(;b0s7JqR>)? zu&^rdW6b=X-FVWqrA0OL3o+}d8sop_U&_Y)}M(?|Az&kWR4f?Nr;-kw)qHosI52!IUg0YC!) zUOlN|Haa1%bFgfsHE@x~*9!{@?6m004jLbz1 zRglry+yze!uSK-}=vca0|8z&6{ozpcGw#b-9pZQ2rTMqbsoX0hyFu;7xt)G*v ze}0U`B}b;H8C7JFFqw@#E3h4UpwgQ+)S;mh{33|A37EQwfs`P8HmM!y4l_|i=5wuB zgvNkFCa73m+tnsI*KZ^^?m}wP4jgiI(~AUI?f~Y zpK(?+_94@@Lyy!r3o~oCfkMo+!U4DQ4bQ1x=U(of|9G$H>XcX7b7f{vTOgwl#Dd^| z1*Uu*1VxX(?+0FuFPj+iSlX~~_4YcDQCdS!yGmPYomQ07FbuY)kFC304468aSNs^a zf=k9h9D!Dd?kUBusm9#Kz=8-3w&EgIxz1X@HJz}f(JS^?N%ol#b~2B}KRI_WE9vT3 zsEu_knK}K2jwy{z@YN7f>Kmdq2WA29qQzW1UwYvs+uq&g2q+JmzVVztwnU>SUO-q! zm`|NwIGs(OK)a3DD`g9s z0|?Se0Yc*QiLT8X1-k28Z!a$TRv)Aq&xu6c(zAKjNT?(WD8$KAP+73EuWVj2c-IA< zJa{L2qbO9MS6QVhR9XX~Z8#;1kh6Xf^Evz6t&c{`4NFTS*+~U9L5P^EjRXXg1|+~9 z;3U(TSF;uO@?1>4fJ9}#gICdYOibHTHAMjwVg-0$J?nMgYFB56vqdNHGHifw)Jz2w z*-Og_k`gNnz#&IpKa38#vZ>g@w4HdYm4-DFC78yb`V9pdk#f{_Fmn6taZ zyo;5hAeG-=0SLgy#{Bv)0%gf-92foqaQxXF9Zt-!)~J4_osLbpO6xN)jbhoknrX1w z)~KeZy|Pl;98Bw0;Z{O4Lr#bS+xsO}1Nm8}Y2U>g=EeGAyGGl1q-QH{b|i$j6+b48 z-6A$lcaxt-Z=7$eu`U`Pqr(0hG{pmvoqY4$vDU4KIS*MDSIipp4pIeT}dpCfr!BUYFWg!IP)bfN%-p- zhSq6A4HCC=tW$-PAdyjygdH_$of+tX;jjWv?G1x@X|7h)O zZ3Elfy@6CMo41b3oXnl(GYMFTb4fEROp$bG4n1>D`KvS$RRY!2-fleOVK#1t4+Bnxoq`Caa(FDb_;C*S5sDX3T3 z;Nmg>LfKo-@G>EwDm0+;nx!BNCN3H2yX?q<;LY*b+?L;2#R1u z0&2+b+<|3Sv$N)>vlEr&x4PB>6H+W7K%<*HfyM7V#TYLRtU(iXDy)huiCU)Ex3W*$&5YDPW1%sV_j2A11d zlykHH?LB&xvrl+~hlXM_u3I5^IxR^;&?Yqa?P2sJ&2sgSwN z&Hg=PWGVp0OTsa_}E6q)z^ya(SdeI^f7 zvdyU#Ld)jq83BRlptM)7((rg`;tAxClpV71+SPgEkU(FX95Etsh$W-kH_!^ zSl@39W?FCR=@|eo8!AjRwmnvaczArx-S!5)n^`et{^jRe8s&X-uDChM(UE{%-mFJW zENlZnnaG@l8?B)=6K#VhUUq=CMxO4zCFjzF$;_UtJPDq+>+{~#B$=7Co~y;m7yvd= zwQ?P)ek7)KKH;B{me>Ia0PKPj|1dW4u3FX4a~>ouyg!XnBT|-w`@dgbxf(B!a9VlND==PP+Yd>k9jA^?7N-S3VK0T4Q zv)S3hv?WdMwZN&7triEHx~GrR`a|UyQX&Rij@23Z(adiO#*f#9!L`Q0Pa&u8Qcn=W z=Ur4*22la8Xn(_jkDUh((-^4Xre|>eWx>lIVs;tg8&lnv_Hom>Rs`_mloyf>b9Z=4 zC!6|fT}>@>N8ey6E5}_1y${##hA*>(xHMe2Aiu5<<`vG*88P=#fE&ApYljdx#zVlM zs!C1&$F%k(Tz8^#^yt|P2I@;V7RAonv4M3{vxa|jI*SO<2AhmP#cH6;BMIe6djyyX z%|G_`>pv$5uDBy&vpwVb7D zs=B#7K{IlUwA0V+ZCHfY_hLYX`qFEaG`{{8o0>`&1&<=eqUyakOlW4a|4)}!d>UcL zK|6MwBS{lbvfq`!rQ$fEa~G~?odad2f78C zC4?$u-T*0vCQQ=190WDR6)|x)l1pv=T-k)buQtAMe+{sWDvdE z1G)EkINdrN2?P5;3J*fw2EwP4$!oL0CUE`eE?QH@1jg@ud@s(=;bgs5j{34?1d8A$ z!bDN27+FA5;r&Vd)>nBUo~&JKjN^Xs)#rdb3|W>fe(%XCL!$_P8i0S$q-?!5!NOeS z=WOj+K!CrPal9<^ad?^YaTSwZCO4$v<~`gb-|%f{pt%dwmkswvlfpqnE6COX4Js@K z{D7C1+Wlnb>CD4rEAw-ksNTMdQ%G;jl%xoNF?*!v1)`q_KEiuwDi`zIo7$mW z$0BRB|4vTA+C)oR_}d}x2DurszGLp?W_C7Im*}*S7UVJ+s1=Lne|=H*ZP3(&Ba&T!p)UBFhs_ke$_r`LeoFPsXP(1oFP>~z?Q{=6c**rQEZ-ka zLzTOAH-1V1c=-}NKktwIpRUv04KlK5TdMjBAGyEcY{Ci8I&oT#PjR1;j?50g(aIeC zMG2ueu01S&d>x0wdn(FcmvW}9 zWQNYehcl7+$>WGqb6T1pelY*t>~|uE(YzHLNv?ZlXQdU#F0V<-kD-NEyK%DfXX;6& zs7$(|N0Q3=aC3CMj?U*xgY_=2<_!ei!xN6-NdMdZBoY6^ft6$N8FhLk;kt)q|Eyn< zMmtHMT6h(Y0E+jm{LpZIyWFN)k-H+&`^nt#;Ao$2}whnYP$uu8*oC? z{$B#XzEI_^Lb^~YLzvIVY3(JKMp#erSWQ@E0TPqH+p{-MSfEpoW_E)5h#4FsASgTmr%lTsbOr}>oR>Qi&fn4ie_(4XN`Nt0hspoKBPaToFV0F`Dav!61r5>Hkl;8 ze!LN}59l4|cRObklB@~qM`9p5*5m27tG~WCyZ;mKbLeE(qZF+D?)RV=>mDRj(=|&` zyhOUM?-rPK&D0S9z_hwm;a2u90#^>N^3|U&#WNh%x?ID~<}}iEkF@UT2C$b7ZB2Ht z2dCu>pSSgy@@t(S$BwPHyYnRf&)s^95_wM)LN=ymK98@KBL2A^fqsIQ*A-AX%dBWl z)Pg%HSG2GmJxHWii#3}m;g6ZZ75oJ#&BdN7%b$O1git#Y3Tl42T9n8=`$6UFU8T}169`V@P_62oa(oIl=@3eBp&ckv#C>gYx2#%z<6hq%Y58%SSULHuI0Q4M7``fEh0aOD8sKdfU zjrE?TbN~>;{{=i--QCvSu>esl2m2YGkXE z-S7`#h!CjRrB^a$>j5X_x4aZnSE8W>5eqILcBuftU1fON z=#c((?uIAhG+npd@M!VYvqS&wK6d0=AQFFEQ%>e&P0t*1?#LbeYF}YL4`|GCq_y|Ko}-A$~0U z&Gng|pw9)tWL1m1cXziL$dSWbKvGaTM#E_}@Ej~v|F@E~u^n8Su>K@7`R&a9^MW8p z+Q!eQCS@rQfU?^swVP(J(b4oB30Vod)1bruWw-h8>)#wKYd2zkT+#wk!#Ih=3sp?B zoVnhtd0?+gCZ8>qutU%-U-NJ;wB)*f*ZCS1IXf*ty7wnv=HK>4sq)3hRpHA;-RCR; zA=Rq}Lf*|ts3F>qj~U`}NOLJDZCkkR&%ZllEX-V9S?*wW{fw7zvRnZH^^u=v0-CPX zCNY`6Ne5B~Jv(K(a7g!b2@=@2f2x2&D+IVRE@3|0D#6zpoeL<6obEPXavkS`k#%gI z`EV|>a6>twr`dcg{SKS`^?z(UaBYHe^~KD8zS1BQ{(b32_+@Gi5n7~3ZeIpaa3w>W_%6*lv(Gi_aopZZ=T2keaEJc#HIo&rn8XFJr-t0`e zyU)dICQK;F=9!HC1jkKw`25ateIYn`Tp`68rtfn7Jj`75Z7`VH@2riGYv0v!U)9S! znP@uwv#U;}LlO>F-?VxaSb_a#Nu57qUtFujA_Rys*){pSmkbigPk;>TcHR%;COe(& zI<_oh$kDVtDs;lnq)66?6-=jGhot3H0~k&hltvoehMnhEuy(7|SjmfbGAu@xo> zW^+Jr`o8QAril1BH_!C{lWq}_cQmq`oT`7x=F|jHaGgaG+xHEzbnEq4@X}@!Pyw)5 z-jasHGy7^{f%R=bTbTKy7s;9RI~lq(F$UC~@}%F}OPC_7 z8a3Obg01z48|4i?VS$}C(MW7mzikm;yIvQ6w!x;G9t_6nmML5(P#G*`aPHJID7~+A-+TVw!f#5rE7VC=tQ)ai0AE7>q=zPVPYZc993mV zqK@6v;jS_}EvXg4qj+Xv<8a{sAhGi8k}Vo9%fQFuWPxM1Do6_H!^d@Z(TVD86CaW_ z0NQdk;Y!p-m+|`+QA=Bk^Y%*{nS(Hth>z_-|59vPy`9a-j&|rUr|E%T?pIiH$@%eb zaQY$w551YgV|*}MV0}AZXWN3s7~0X~`tXvl%sYgsOb0l_@1g+$6I*fqI>73CbWc0> z&zUvn`jlv;S4R1)Zyw)A2P|LVakL&l&4(&bEs;~C-L{8-^>~gI zm?OozKnnj5J3>gR2l1{h?M^of9@cp0Aj{2F8x&0!rlBl7x5dwMa>Zsim z1PTE*;m~=;XGxT`K#V9vb~@AhTj$)InKJcg0PXQ{->!mnt^NKs<|m>m)c2do_CpJO zA+{6tB>|W1gM&UG6KmF!ruoov^H{czU#I}o9c5QnjkB+j0PBzO<7WK~KhLI}?X6?C z^vY1_MFspvh{ncA8!I=T5gn?u`j_*xuLi>Ujwx0!PvFXl{Rt^kUQM8E;<#$$B^w9F zu3M$|@xhSNoJHPl((|K!b~dfoYOzHL(|IUVOm89S7Y>MjR?trmhST(G_>grz%L_~v zmE_90q=s<`=t+JDKfAq7Eek|~g{b+W=krtdreM(SK5DUVdkEBq;}NXO^})fL6PIBX zcJ@Dap#X=*P2yN(Kq3Q`V2+6*OuMm4ye2-BBmi%F`R50XefBTfwtud@bG^3Cl_S{k zaarLG{F_^r^$54j4<4;lAb8qwYw!9-w^|{so;gSj88M9C9lkFRoJztIE&8rgY=D9- z1VbZ*beWw?!bDl1zxq(US?L}Gzmq;l+QBFOhzt?H$I02P+1=TIMWD{ef7!wPI$Ikl zG*tX+XHlV#3akwa{WTUuN!~>7dv!ISs-|qY5#K1C!ma2AkhC?xQ(ZTR!)GGWJb7O z>o)`MM;P5y&YSw9mYPq_WuUS%n7eLQM=Q!_4~WK*F^jyvK$s<&fr8vh+G;Oe!B6-w zXr(Vy7IDGu0T3XF^cf>zwgmt4ahcxT>C$o}-6-q!E(l{7S?2Qu_E8!YjXy*;gG9Ov zYkJ0{OuY78PBsnhzGi_LqW)n~gkDDI? zgTXxdP=syoP^*Qg2Pn`{TeEP44j|5D>~Q*><*u>0Kia3@@rEFEe!S#6g&~H|WbS`; zVna8K+|dMXZR{YD95oG*w)QjXiNBr%I{TT?{JW`}-K?LJQN{a<(OcWtC5{ad1MthM z_aP=U6e(?O;zd>Od8_li@=`Hy++saVNpVuawDG_z{9h<#X{|Rv9NpfZ9As3oZIEqn zDJ5s^YE|rF*Ysux3;Zeg}6Z<68HQ= z5YZhr0OVm=-`cW)4A0Ko;pAm(_xtR(P+!rDg~c8OQruU}L}Z30+fVp}8ZuHDw|jJs zDlbdBxBWR2!UEu0cjFK1CMwgdLh^~3EBk9DNr6J7rA4cAcnouzC=p(P?76(z4%3-) zw65U(&$Bdt)48>(s`qDOci&8u5=!pYN+0NpGL0zsis_8K&Ib?(6g#x5UX-RBW1+W8 z)YYlBR{AgksOOSO&0vRXSwKf$*I&_Fxxnu+R_gTfGB*Emn5XvyG7&;X@?UoC_;kN@ z7HMPU)5?8WEHpD(Z=w{wM=t7c{y3YT_rQ(UYRceAI}wAI)xt>(p82PXEi%h{2G$XN zIulcCti-QXW-S3Qfc23r0arYXn9?j@xEm&5)(jErC)&?~Xe*Csu% z!o>Dr{LQLhk$XgtBlX|y8IMT_1ri33i7%tc;hv1ALAbNcW7dV-sOR z=rJ9*d}F`~Qfb`(P1B7$8d_bNu) zNXb`c3v)T8HuI=m$k{?wkLZF(kQv06i~u){gZXF*^YP z#y-7BgeaiNfTxq}^9gRYquQX`u?V@|g(g{F5h?*2I+1@O1et~UViugdB4GRowLu`d#$t9 z8fv#W;G)DM%}}nY^Vvjx^No*SE8KvGDg?@UPXAhz$02E-`IWnre0f{c^wJU!(9XU0 z{@QL$Fi~t`fcG!8!w^%KpU80(7s~29n7y8Qr5+yUO=X(9T2X|)+!~39YmXoz=Bjqa=Jc3r*M{yv zck?e$hB-bB;6bt0RAnfWGSOO-Cz|Qjlte|iS>A_!7Eol2G73-MD}gp4OB5n1V)dAX z>@+cW++`YS8`m-EpuOkiQ^Sd7t1gN{Lw8D4+JT~xWI^-pMr_$RS!ew6eOYtk^G=Z&QW)_xqjmD5S%|UYH6}hHx083JRt<5|ZJ$-& znmESt{z(^jZ;vgLgp6E(Bmpreby(TBQ&o!MUR_F3_2{4N})jlqWt$g&8TV) z{vKWG8=YQ>g3a~jMY^n^)1l<-!}?&s`P-YJ1edv^?IB&^_@Oy@d;1otw+SMwtEV?S z$VD_6$2n=IuZGmie~nU6%qSYN@N6@8^hb%;F~tXADJz6IWZ31LW!=Y0`1zW9S5T|h zKM)&}dHxW>7ZlG$`A8p^;x@CzsA?|T+SoaFjzTOGpc0N)(?*X<(`o4mGC{~6>lJt%W1kkewV)L91} zJzekYOB%@Ac;zvb*1DDBa5%J&I?n_`2PrtX`|)?zi7=^jbJ4w6>k|>6UTB_q;Rs8y z*hJZph73SAux50(Cra`Bc#&hgX3*KOa>V1}N4k>xd9%^vccN=`c%`R9eYQ&mc)?Sz z$s>gU#6}h|k^U)ug2)qPdC@7M03OO5|K6s`F>^yK6{W8RUDf{4#+-H(!=&&Co<Fe&h+|aqV2;OV}`!5-|WQI zn3iS$Rn2~z$(jmLIkJE~ghauY_vYDtO%?L-?Y5Ci_f*+Up2$t_UIH}9c_k|-oOJXZ zg!XzellkJbS>moI4bYHRzIis^235U_>*zKxuJGsWa%mgZKk^`p74sfT&=RR-SB-co zd}P6bj;M4QHl%e*aA5T|6 z8}YH3ittk5o_9uLqQ#2oEZX|H4JfPeJC=ReRG~hn4`3198}ah?TQ?i&a}wt3<78ht ze;5&s)W8W(O({BJeSL1yW31?bedGUA#I7;r(txUNdD#&yF)C)Jb8!oA>)=(6(dbE!gN#{319x8Ab zby7O3`X;JOB!KgE5%d1dt{AZ$q%kpzGVU>Zko=a^4~| zmR&yjeh#`Dy6P4YJaxaVzO+2%O&kCg@VlY&J(^m%25pvSQ;673@btHpkh7~kI+0`o|AXUR) z@6X<|X=;(F5(B^Xyr`T1V^c+P+zCdR_x(X~Y2Ve+faq&$9tWJAM~%n|mwxy{)BE5~ z?7bOjcJT_Ckk_dE7mubz?HslYy=7;f=4KpV^jdx}o-~z>=py%!g+fqaG>kxkr8qRK zRJg5{2rEu|$85ljkoRw}?JbOj8phSC`=Y*;0IdXA0K^u`Q!p^_UTt+ZUnaR%`_%@h zLNV#W)EhgeIzLlTV2|!xFst_W&D%zJP_B&*~{UUJmR zK*!bsIQjT>>xu9+AN-6T%@m*feS5XF*bbW{n$^+YfmKBBzu)5x>K1;zXj1m0KDp9B zHJF_V(b&eG#&hPZA}Haiq+SWeWZKiqCOtmM^zt!!P=DN2TNJBC=(*32H7mdsP}i1qT{pJ zq~$7?X^oAlo-TIhuOa#i_h72`C6$HsF>%s>ED99T(q=w-o{ZV8?|D=eg-(?gV@cgAW%D-uuV0-l9rb{@>=i32BT}JiBZ2*Z zU`}^wnkE`AK`K~_nWlL#AP?d}D8#0n9snjwJjUg-IMfYgp)->m^3uE3#P{k>3x{^L zMWY8N$)q0ft*zSrd%F1>Ub5tIfhU5&{ccJqBPnzw*UD5rF8ect5>Dvsiw&yykpZZt zvH;t6-%0LTTFwQ{m2K$c)nH@`RITia!)BWhJ?cax7OX5!V&4{L-(wsRCnvMfVc+xg zB&=Kh3V9F0$XDCH7G-tpU*QFXLikg(PVi0|04$-j+l*(Kja$9{&inT0OZ7G|+vR(X*f1MovZ5E+gc&FH{<5x8NJ;bZQSL z8n`$s_M0hAMs}3z4G=FhUyy@ zz|ANanN3zw`9k`};PSV~!&h28jde1j{1DT?35*%G2(uI!a~9h?Sa;A6Mj^L>F|O14 zG~$iLFJ>H^pvplClF|OQ6|d41%r_zQ8Qye883?Mi^2aZOf7PMZ>ACqX-teq@!xy zprSJd=_|?#(u)M2(}fkXGLrsb+IK3uz1lXNMh4Fowzp0h$NO(X(Ii*OaT3}44TSUF z$JymSjte;tjDw-QH4M-F$@Fxtzx9)ijR)2*8COp;%UxKGxEi9)IGV_6dkX0?wcn!r%n#5M?Rkox&QR-jG!kd2D4gbe=nUGHsxkV zi~OQSL#w~8Nvei*ua-cL_af?#XXfUKb6&18Eva2v?eIX+UT}?2u;)zI5`QJoCAP$# z?&=rc)JPmw%F_-?0Dz@rjGIa^6;$exT1hfrlo7^;#%;6HZ#W{@%+=&zSY^RP6gn;g zAIM)-bVL_ms-i-jf+3)uqHl^S_`;f9%BGV>23W+WDSEF3qZLFAILriMT>Kb@6Y#7# zK@&sMqEC~G@!=MyZ=4zl^_^rJbr1dOYabn{T2||8c)yz2%gaM#8K8-!lDBT?pMEu| zY3KiEa0u&lS-Z8l2n{4*vZhNwDqE>AMp&J!kI4q3Nkc2l)GZrsD1@RH!$!t}4y>mO z87MG&ZacA5<9_32zpb-A24`ST`V`&X|J&Wm`q9qjsWkvWB7h7qYfI6F#w1X&Bt+gc z%6}mf^eU4(GW6nQ_#h7sD=L_}tvEdE6X%aA;LDU3Yi}s?Y;KGSBBMI~5G|5rE@@uY zS=Z)zthaaqD1LRWc;Ex-xh-2v{`N77v8XC?0+?`fu;v&U*xqs8ukq-#-Sl}L5@H6_ zQ2wH@#P^6LT!oRlvSEOtZGx##@;+U*7V|$#1hqP%^g`@WRQ$xAape#Ti}K6vv}>z- z=^xL@&T9G63{PG%U@X?$Tq=8>f3x?Y02B$pGxLf0ofNoJ2OAeY+TGU-Vc;|<%#m9gu0uMOwqq+=CEN8x}kQcJ(@qhov3(P)c)lWS(|_MS_Y zE8?B~-_}B>mg*Gb!|yD7yz?8dQ6Qweb89x1OO66LF#d|x@EE0$-+bG=OK%T$n<~~0 z7g}eIN%9gB5RkW+_|!qk8i%8#m|0nGcRjywvfQ49N|5{SSUS7I z4dd0Y8NXh1=Vd#6=Ho^x>m;m=%WPe7xSF4LJ@yzN1u`*cgG@<}=Zl=OG9`tLI@Ku2 zuv2?->`q6D&mKKHrg(+M{fXLVJxRitXHIPAm=Mdm0jip$t1j=v4vyrjzk6*7Bmhj#Mk;4!yXvUQf5YKdB8Qs6jbSQ*k==sRqKnqFDW8U+^THt;9-~OLk&Mf8$4zk!}e|=Ynf`)9p;vCKUydo)+qw!YD zwMAD}L_lx)HE4oAgIzu^@UP4V+Cvd!B!m{BI9#jWjJwQy47(qgM_{EdU(DkLFbS_r zNEWy4R+Lu$vN8^`(AkDl(sIo$KL>oiMzk-flNk%IwoLw5R>?A5 zEvoOU3}=SYz4*Q;u?5FRhAm3RbI1N2Szk8!JZ9A_2nvXLYRCKkJ0Dtc7A7#yr&7?* zyjlA^&5BNiEV~rBDL<8$Aj+TK&ix=QVGD+co0eva?Vfq)2}%lqBT2#6_T#Q$Mc4r zxu)^u-x48ChPhes9N+SHvNaS zW6m1coN7&um%$clIuH}|rD|X->pDx&wZX0IAzIP^0ijH)(+?NVn0;B<2M)#pm#_d( zPDReIhW;^$%2^%mh50rGZ>*rcplI(!0kUKR4=Xfjh*~hZkJMs(yG++E2QG1e&u9r= z$Rt$55-24^UQHPlEJd3V-7jb)aozQlK60-^)rCpI<@7Wo!Sy)PHOpx%u-1(IlZTgH zD*JnMH>^84qX-5k`_zdg+rFlK97h+@S`sFWHj%JUc52W*yS9uZDOv1>%95h6Z@@L{ zsiU7>EmaeFTNeBH2KLhY%}%lUB+CF=tCmp&bK@?Tn)*wL32jSn0^1OmD=RB4Ar9~M z6cD3jfK&~a4C*9hZ%F`yg2WiW27r*7J-(hM^70YT2IEjgy%-KZF;EKA5debBv~)SN z#l5&}PMr9^tv6A$_4j*l>0s$r-~bvjR+Ni&JdWoND3a^YUzZ8R1vb+j!>B z$eGD2|9mH8@!g{$;4z}BRyRABX~J>=U5ra>8M9~AiN3XI(a`WGNlY2xJ1iA2PGD8; zGB@J~3&J2|p!9%U}+6Wmb*OC{%%fCAx+&qHIXzA&{$@6P|ln7XA^NtAx z!-!~?#or73R{7PU7o)?;WsEow%mQ~2BG+N~QOVg%G&5bZQWk!v*`8mpH}<3ESd;6D zA!Gr4#G@4r__fi2@V_PpnogGte*>UTqxaD2B9My#NT6WuxLSHX{E)h~Llc0INydiL zqiMjU27%qTpVh5_{K;mLRw@^Eco3Pl(`AAZ&)-FOMK0F$Tm6`4Y(~8}g{6cDeFuMB?lddVfBQOyp*@O+Lw|YDk5+#Zn`0J(>qPwg0!kP3n*5BiuvZ|J2sFb&DbuAy zsoA-(Rh+uq_2m2T_rsRp_p0|3z~~=Qg$AVr>+N$Nbvd*~@_AuHZ?$Tz%BHhl4uH-1 zWDQj)KoS;)CD|-M$a8YHdwCx_p?z49eQG-qB#qh)1c64Vm6-dxqiKz}kFKKuoa zSRcs}B6*?g8UK!}EGJ_=UIA_@Cj57`XG57OSY(PZ???2Vb8mb!Hq1q7I0 z>U1stoyqHwrwU4{jso^AUar}VeKgz|!#)eW1CTG$J7EQNvtf@d3B+)!*R73Da7~xy z9ZDDv&FPPjjvXOy`{fan*b6$>(?A&Blx+Q@I6n~qbC zjMyz6mmp_394k;el=cO|^iV?Vm6uLq7xYutnn@Dnp>^8uHkMHb$Lsm|e;!#g+lxYP zpsr@9o1cjH%NcoA4tUWr^zi~)njfq9_=)&{y8>nqgYITHY zi=x$z8$*4VVWMxZar={W8~(3!HaSIYtyPpGqLM=MY_lnaIC(Y+RVZm5_EifrSvRH> zrW6`b)2kf19*DZmUC-raF1jGPI5$h~&&!fn7BB~o*R@hG zLgad6kBr1%!;6&z&&?Kl$zH=uCh;6~*z zK1N@Myks{;Cg)8)I59Ip3WaT@>&JYoMXYay_;HgkGEB``5YeQK2>hO%={@1c;A{Ib z@NL>gQB(g@Aj=NE@q57sTr)Gc^}T5stkFI5<0_7y$DH|>!T>30eh?F6fW-$6`1fn8 z-GBBuuHh*+J=`rF$IthNf5T6e5tu)6Zw_ z3y+?EJkmi`Zn-D&?)C#764CO4tiG{^vKDxg^X+>^!b1;qJkUg^&0sJtY|8;I*`0V= zv-TAK(LXgU^eY-w)KRDG&l(3I5j9kD^#^J41^?tke@@2hWjsk{e|ct z?u*BuTMaLzsDzoL4`=$V5)5}gJZpkGNsh&Z=*WVJB0w)}U}?%&*6~_+;Nwo!^Nnhj zu^*X}gUL1u6f{5_g)-Z&%h~C%?tfp*orTg@SzypG)9KT|*VQeS7c3mzqx~*Cm}%Fl z2+?fiBlZv>lHTtSL721_WgTAmD}ZRT_Bj~vZ4IZTrAH+u7=KD!ZA`2at~_a^-}-rP zxyhpghiUwaC49zT?MMxL;$oJ~)VgxP`BenZujTvW;o;8~|I%_dd0}{{wLFjGO;Egz zn*4sVt3cM8_Jp;H;2h-j>nOO8JC;27B`hFP{J8j=P1j>baP=qrV}efWrMO=6$=xsZ zX#Hhko(D(eg5rK%e@w0$xOARQ1J~~s0xwB+dHyVoZ~;LdhNu;t~ECslw; zPG1F^MRd5JqWTJ95!_frWa+Wr7DRr&8#rCM6W^=P9GV;r3Qlt)Ji| z2MbM(KRUNG75aDiJT4b+{Ij~AcO;OjMAD+1j1fF|)o_R^1#_F})=o#_#+u~w^Y6I% z$<8k5qq4?&lVXjdsK8gKuA*v5>}i)3n^p(aM>`x|Y(=yxz2LyJ#xS*{sd3y)vg28n zhQzZ+pFaW7ih8+t==?=!0IhbdjDXwN28qYojEVD9cKzpz=dovr=c>=gXr74qHeLuo zBwTuD_1*Ze@Wy4(6rYw&3%O2>`+Qn39fO8?S>Ytlc9W=;f3N#;H;}wex6dzEeM#>G z3j>E(Pi9w{^ivc0(R|QQTGYT5WzL&^rxv%Z`4O(bna(zD?doj|R5b;KX7Q`;>5tMU zA>0;5F0Vb9OfG_*7nZx)nq10*-;^G)r{lO~VW58wTK8dJJi4PDWIcJ9(Ei_D@1^xo zT&?IJKnKDH2H-^|+Isp(k)HcACWoVqe7@RHl>N|M0K7Eha7K!7K;=8;xs%+zuG&4q*W{`VL$eOD3 z?VGr!fBVC%U&eh7pSAdBoogEg4MIf#L*1#q72PdtXpw&Xz)67SUk6Mfh(X~Ei;H)< z5HJB?t{8zZ=IipPft8LhYtPyEM@uw}-2BKQk)MEZ4 z?5V%n&_s8$#h`H{9-)r58(jcCtev8C za7yF)zN`G6WN$ax4O5y^0YVp&nY3eRk0eEDo-d&w;;#r#ahOxKFNTbA|PDK(H1)J7{}nV0}z z@}QRWi>ybJc{dnXepnT9BhOh==eFG^Hu#ej0fXO(@X;eTfYooHCUDbT7M0~3m4>Ct zLl zP{kJZ0FWjTlLD$B#Ango;PLzY`CxsEj?Y%?j$q(#?b2!fG6#2@L1&SgFK*izZyy}k z$iwuUoaUeZeQn-Fh z{hBJWrpU@O?6~=BPqO|vC%QM0mzA5T9bMlXVR>c@=1V-)6z+V~BnQv1e^s{4mCIha zAWQ_z9{HV*W^OheHg1&3CN8ZX8n@R6S`;_d7nYRhf>wJ*&$l{yp^fd4aE8L9u$CL; zD%xUJfTR>y9UydeeG|9uzP2M{RIH(EK(19<=u`@n&p-tPompCaD?bM|pd(X-bAphf zujAr+euPHGN_@wSUx<;baXoS0oJBu3IAjRjSH1D?m8~@ITz1_a8h_E8CHgkq&`>*V z99C4bF=L>@0Z}IN@qtA41H|KDiLDRnjWgJh=)ToT=@xAEFB-(_VPV(bxm(4Ck$czN zL1k}RM5_>ZcVG3EBxSB85`F-cE_xp^psBWJQB?+Yug& z#oiRZbCb9qo>kpIUXXK*zI-=6ZT6=f>ldi?ONUb)1-9#2;Yx^-0D|K(<;ZNY>uG5rhf79(a0s8oZ@>D-!thFC25v*!Orfu{W|}E_zES zWhRm`@ImIUcN1K}M;Ze;2?hWcwubktQl?^rumnZ75n@HEQZGn6mH8boyyl?8CscaT zvZY{_#3w+|TcyA!$1ig@^QJ?IKE`qw0@1;&%HHKQn3>5=t^b1n+EW@|BEul1bV=Mb z{+q#61?`c6bh*OUR7J09eCOw8Y2Jsd<5rFQt-+FsTxg9+UN#;cFxX}LZB)LiKmz@s ztYRgqU4Y-t($lq1Bc^7-1%KiiHlV70XU<8AMG~$5m34>UOTQ~6DT%gA*$aY%?4Mz5 zuZlrcR^7gb)t5Gu(wUO32cG?z-cdc3@SAn=Bw}S?wCTpMG2wrTOKG3Ppu@upsz@=% zLV;ic==c^6u02ZKPEXc)p*V(qkJrXsw-qm!RpQom%Z>1p6V2V#tja5a;P57S1`Q0k zpcJ+gg|;wQH}a94=DIWLEluA;?DQyBD<{~jyeuY;i5mp?)#sw-OxSMtFv)`49cNQI zvtLs+F?%pG(-592v%XI-mCEahh%+@E-TiHJVW%DhS4gT=0g%eMkbc(IIiv~DT3h=p zj9#+$j#>5FlD9fW(458c^bm@xA4Ogu&~+Pt^oQ~9yvjrJ@edD;=r#P(&y7iqW!4qN zz8`X!D6HWyq_Q<2_1sOMw|lcLXRP#Gz14%opx9~W-kp8I&#F#m#MI9K80FoVh0nCf zpTL0Y0h*_~r>(gr55!O8vJ?PmubK64#ts)KFj0#j&!0-HCO^g8IGiT}703-we$+nv z5jyz%bozYx{I}~lucJduMeLUw!4PF2B0OVH|{ebIXG5W*1iPIGU(LPK$y z@B=NG=={oigPn@kgYlP?$~qll`@Etbf+R1Gb8cv8=BV%awTR?Vkr`~i)mbFdT_|b( z1cMU!+Z@kN7TQ-jOhsc8I|Rm@i)G?++T}wrj1YpJ53r>V z0B>}~#UE$=qm#@*sHcMK3fEjCF-Br64w^oFrq?)c|6d`}bn*8(Msxl+! z*UaR>{XZkMTJS_5>WrN<)A)5%W!Y#?5?;N|dlm-8BnM|X&r`28rYN4c$aj&^gKCZNcSo`qU{T4f zu6~YxzI*00d}@>+1)6TZqJ`kI$}-UXTlNgEKJ>|jTG)2#rWK_~OA6rMZKnRz5x?I~ z{$XO$Ccfyeb+N`W*b;pOD7j)H2LRzXf-N_k#=$C{P9A9>Kwn?fhFz9vPzcAzjaaEd zA=@U#c@G_i1*CdU)qFKIIJ%$Mp9=1aMp`L4X(^q<^7ZbwUX$Nl#()7klhM8>tDj5- z&I#kzqi`Bq!fgeJ(})4p?Ej%pz@%&wCU;^sLgy}$o4DUKZ(6Z%iS9E|6Kq= z*3V)DASucUAbN3Wj@NDP9M8>M-{jL$#4vF`A!=Hui2#7m?jW0PTl4#672l?*C@f4` z2!xid_-dUx?@YQ^qNd}26&5+HT2FKF57&MOCU8!bAUla05{XOG^}L6Bx)I1t`Ijz( zK?Fla|8hlK&d%s|ni;AUjS+5E@Qap?0?%}`S-Kb`r8oA7`}}VY8c%IoMVmgleW(8# zi*V&Q=_(E;?9_5wZ9pCn;HXkwp7{|7lp^R?Z$J%@#0oJBCBQ>XCPfn;APv7)h@>f>tTSSsbNj3r3y&z9q4uJ45Ec6#&+~HTZj=& zTS~~^TJ1AZ?mY+ow`^^W9j)=PT&uFOUuO;t5dmAFxDp2Xfh8Z|l4e3G_{54kheFeJ zfr{a0$Oa47-=z!GAanxR-qwry5~gV{Q&-^q&%q|WoJ)D%xGqP)9-Vjxg-MsyzQRqDyU_Kp6{Nj_ydh%_>T z#;?}t(@cbCRyxpjmdL}Vg$v+Rm0eH_bsW} zPR9QJNMf&3c{afDi*8$yCXotzXHOfr--i;rDh)a1D3e z=*e4-9#A36S82>|o`+M99o2cHp*=Pz@p(Um?xj=x*Uv{132teix0`Jnje0q_&lgh< zH2=Ka+(cCx@sJoCl?exx%JBv>vyJ@kXBIbgWEa>IGzM&}tW@aNQ4^5x&8rQ&&Zh=x zZhia#8T{#^iCZhLEgW@LGEAIn?)OWF*L-Kx4GNFki4y~8Zpg>E!KR{lrq??mbV6T9 zi3S;rC`AVjY=eLXV}y5XaYQlTAUY;6zfvpy;M|(t>DId(`-RoQmb-DT`_(q70t@-a zj;Q$OKLHNk)sBfoL7|@rajC`Buk~o-6x2kiCq~QqQ8~Qs=|&RGUGd&idKb#RWTbd& zo%)?w+!oZdk84$8pb?>PV?r!L*9c-x=PHEo6wyKSHlHHw?B1}wM5;M7KMa7D#M`?u ziTd2KkoI11j1GNE=)d)53L}%_(Vo#L0d>MRS!1f4#%+Pmrlf=Ot@9U`LW+&^Da-Ap z7Q6QLt5qv-?wBBM7~Ut~)R!4LItU)AKu7TN)S!;Gc3j8pI-)=1m8~xiG|oA(36mQJ z$d5|i-5Pwlw!iEU_eM2Al9eP>=~**e-S8}e1%Z{dwF|)vHmC6bxWHO2MOYjjG6YOq zz>?-<+%pNYybpo(s_amTM_XEWW3TQ*L_4c`?mCN6%F54>h0mSqAH z#%Mw^`v%6_A$Pobh7yN`5!?YvVV7sx zNNU{vgX-y+|#X`Ox1ujD*$;J>(1CcbwBCh`yGn1L4&f3P&c5k1AjrtEVhET@i zROwwB#JsNhme#Y-e@jx#bA({Ai0nI5_dW&CPJw!0CXDAGNnkEJhLmp0%Bqc*`VmZ* zDV~mPs$GKrrJIE^nF5i4bo2^X)fr0xU7m+0Ms;7GTLN>$-9+Ac&O3W%7r4Od_79R& z3Vz4D>I?!Q)kfWV6g2OliZ5U9hzN;>_G<)u-y3o{V^IoKcpWQ<6)WXs+jQeCW+(lo zfR4T{wF5I6n{6wxTT-5Rzrz1LOEklWE_7s+u&;JU{>^I=T2-ofq8itflEckh4@}eL zS5c%9esz08Q4hCyMfrwvbXz8#vS1#E-$J$mS)!t%O?v({+V(A?YXMynqzd|53w+1yI0~8Orqmza3iNU)jLaR&KYt7dDu-eZ) zV4%D!=K3gQ8|qYh7h>o1SZgaI47H#7IhW@xmSlOKn-(l(eU1RYjf9bck22L+Ns<15ulAPO2$h^duo$)L7dvqg3;@y)dHOOI%i4?O&-xbo z3Ti)=>3Y96m>$E18P%{N#kNKEc@uBuFP-tl3u=7oKz0++5~rq;^JP}x82!@3BL#MH zaC+PNoIhvRqF439g!HhFG?^47sNYPnjoL2R#vEQ(pdbb2rXXg@=lM*WSo8CjW>fop z;g7|}Er_&&^iX%`k6&By62jj97Ehly1&ht_H2rau#2deC1(Frv;um6bSp)EaJR<8W zp;c6ZuvAm%pa>QNj{2dEwdm3k$DK^%n_37hfHw$|sKYTj%Gv^mqCPp1yonM*X@zg>vwCP0H&NGoXKO1362@WnokH|ejjWQw^>3)ef4f1Z!RmaY|;2;n7{ z&-vsAUAU%9d^)M#zfR$?sA8j%o0<7Vbiwx)8W+`syC2Jw1i->~b2EQdt%#i)qAE*5 zOP6zy@}IPzHTl{^Yqw~6Yh>kp5qV>L14h@dCku`WSariq zrhmasUGcLF6}zZ-*lwiIHKP_I`?vmo-5;0aYa~dqUWxDkBxPkWK+1(x%h?}Owvx7( z6bqY9ZXY^NO9zfO-0c&%){Aj?&#pLwP*do53S;*@+Ml<&o^NF?FP%H@BM#foVwp_c zw(q_XFCc|p&HAXTMF!Nj?0K|vQUJSU53R(OYe?AVo_YscJM<@cYN?*<;d%IS8k{;f zRE5$=5i$)8@2aZp7pbeIhmcv+IMPg9>S_pX5D7LF@r-B;lPr~Lz-W<7TmA^aq^D0W zd7N5JKonyvOp`BmmA~3F^}v(rJ4#IoD$_P0rv#YM5af0z)Any~Cw58qo@d;)Yx}gP zSykY=)NlUMyj}9+$D=V#sp4yDL1LZv|dy8I<{G zXooc+5_NlX^K|v&;quaLFrH>&)xq^7cPlWeekGuBr+yR;yV0f$e+f}@=3nJz;E|M6 zq;z&hotQ7(O^Z~W&(WKC&yNQx#qAENEBa(=b<^jvQ})SI(5L?3`qexpKA2P;)(F$q zed{WO^S2}_D1o1`$|}Wux<>v!_1r?hKt%N;U6cVmf#}cD-HioSAd%f-9GIu5|+YVTEDp*tMx;{Fa&%rpcs>u$l;#)-#u1pqV?`#G(JX+ZVD+d^**0`LLezA0wAR`Oib;SV z9hTa85k+t+osy*x9kOwWkc93-jK3ZQA^iX;9bxnDwMJw~pi0wShypU@;Car9=Xkbw zM{TWIxt8XpYNy=JojmmV2U7~H&jqHCt0UPLMd%`+PI~)Su1Y;a9rp5mQ51Qn?+G%UC+FQ&>ek?h-TJ1}K1##1{Yve-N1dqqg z%?%HXFBlQ)E4_a%o7U``o;bBoT*;`wOxz*Ox7gXmxp)mW}p%>lP`=8;mt zdmqV7cWom7(#FIy=EKjpNuCol#+hs+Gh>)tcMn0y5_>~0<6_qgu|@iIdc4&#)+-Cs z4O|b8n-dAIyI-5V0|7D=h+}X*eFkbjK(CGx1@-E)H0HWP6UBJ7DTwS)W_$J>liGi#D(2k5Ke#!~jXdIe2*BD6JHRDv!O(i5erX<7-S3 zBYJZ7pn7N3POhChjM_2QdOZTs_jbzDPDfD!m_MQ4HTsD|Kpfqa_FJ!PfO1H%V>P!f2YhKJB!ETM7dos_Wl6UN z#e%P)vSgByNK%UasicyLIqK%|1jJSkvJN!^(+`*D(=_kQqEZNMefUX*900NjWGSwz z2eXZbL>EeegYkccvV|!6r72tK-$<@T$JHVJ>FC)P3Rg;>;hEM_htXu_(+N1z^A0aqxLo$b|h)K3MigC_8x2 zjk;tHv2^y3kLgyy$1L6_e_@z{2kC7OA1n{1b5e=>c?ARr9G_bY=-xx=2H)ZIIqbj# zC*B@;c+St?8Mt2kLseH<9k)^b^!xaD_0TKZGF+9uaUz?aJ^z+KZm_(Tz7Tr=wssBFh>C_m#FpnEg zz0SOJ$!li2`l@m1ujzfs;N-@lE< znM&DdpLzfc(SQ_E6K*y~JPfd(7~%uoBu4CBzH9P&P=p6Bk%9)aywPN0K{1X-(Hv7# z>C2l`GRb16BV>pqh}@*%&E3{kjy=_ywq^(pFT4G5n91>S!}#Qe^GXlb;xMU#c^zu? zlwIu-meliMe~~q@RkTuUoIYU%|N93^mSpPFA|R`5u%GJxi0!V;bq4dXsK<1kl7&Nw zl|`?!Ur$x~o`oz7JEUk3e1OX3qQ(jDf$K_cOKmOBhxRr5GpM8!Sn>(}Ly zT;vcC9$p)V16&cmig(KQ24jX}7M;_H>OdBZpTiw@+>S%A`5*#j7@0{|OeG%J+ZZcu@Sl~cg((Z>&LXP>|lD_Ykj6$HK^u0FlM zv|aY9WEKzW-Puig^{R2j!Z4vRbtqv0isnL!JjJBW452ciVmUC*Jff3g-~|uX7l%6v z?>34J#@898pNlA^TJ=C|!aQI7fL5$5=)1^_4d?=-fDv_%ZB%#LTqn7Yj~gV&A}Al0 z-pzDW4Mcwe3HQs;rmmY9&Dn`XHh zLEXUS`?JlW(hAkAhxd527jT}W%#LMhVJl%5A&jU-Tr;c?FD2GScn&%`5}x`Y1ITY4 z&86p-k)RubM2nojGwL7<14R)6zy-xm00mePGgNkrNfH0&Md~5QjcKVRggRwZQ(p2# zoK06I%K-l^>UsLY)jZ|}J|oQP5}ZYZJH21U0CWLJb!yd=5-x@QTl3@BhwmbFzA>v7 z?4c*=bEH^V)3H~sj8}K5y@eQLsf%eL6SmkMX+FB-(}+XbmA8Za5xw&xDfIj zHc~>R09DDGCZwoH4eDPtE{9S~iYzWqWy2Jb%B?ao6n)mHi*;U2PSMSjl zZVAoT$cM=ZJ*qnBi6VnsMU-TNLf~U6dqwf$!oD|0OMIm^N$_o|eoC$?uPOx&K6m=T zEb&I(K=4YeRyqc)AV?yWlCh|79yxZix1l4p09{DMsWS|_W zX5>-90IN*VEXUCJ{qSKvdSJmWD7o(B-WoE9``o8Imu#y5T8e3Q;H8q@9US|SI<{_S zKrX~cOpC|BFEF7$=_64HT3V?-{q?QxsZIflw4gflSlz!OPvK`KFG)y--}|wa$hHO%lo8wA1N3 zu9#xhqN&tS4oP5?WJatysxvQkF)w=d0sqI)KIeK<(7% zh)ecWLqXGKWz{&H3nkwQof*eWi|9+BZ57cSenSG)G64gy_utv@7Q2qPzMgJIPG<94 zwzZLq6REfwwm@i-O3LVP8MmPC_VvQb!s&@Yhqjonos$)@AucAWfjH%B4%sF>xxuiI zaw9_Ysz0b7E9K=f@57g3oV_kD-%~zsFjZbm~c`_3CTXr73&x#UEWYi`@x6*JJd32io36(>}XxDX=a*WYY6b*-d6ot$z0!k?& z;xsDqx%EDpycf&M9mhp9S{tpkh$y8jFDD|$aU919EI_vD_72*J^jwlf9`qt$1lg%IO*)1+JSS51(Ay7x#Oqi7Z>WQPj_zJEFC>w zT3SLNcj=HEJ07pD>fwL@6@X#{AVL9VBP2vIl3y;V6DP`N&!|#qxcX#p^LDY@_q0|b z0K}NK(g9EzKp<_58uWYHn=8Nl&Fs6s*jsxN_xlx{;Dij-vWLtBB`pD)^IQcAR^aVz7WxKMBg?RG5f7;Gmed4 z5QJGNVkWJVBvB&b`+gKfBid~zQtjiXqL=hVO*~6xIc4wT9pw>nk|f3$V~po{rBcat zUHfQp5(A=goJs!~!|Z^db(ep^qFzRvON2oZZECgJwd*%do;-PYd69^~7Bu-Ll;aE6 z&*ZN$JIH|rNr=3ex#ibi+h2Ryx_Nu$^*4)ibLhC`dF{YNAyoL&T{r_gutKp_SaLi&^EuVUwfvFNvBkq zZP}3a@)6N>U9B|$*haf;+ec9pMv>7**>op6LZ>K>UnnZR^~O&Y z=jS{Z4-WI?$T8WS8oMEn!pbMoNsub#nb%$`UAY`@Y}G&eta|!HVR6x$nVvays=0J1 zt~b0S0+B4qB$byMgs@PM)2F8{zV214al74n@SxaimE(k1GBJJH0kl?hEKDNhFp75T zgJ;i{-+O2A*YE9Z?sURDxRb4J)9M})3}q7BPZ@TUj0ra0titYudY42 ze&gn&$4~mbzO}j#Py%Z5bj}p#Fw(<}8rW9uVm;RZz!+_eVKG|kI8LlEMmdh>x*}PR zU(!q^>o}SH!cy~zXl6)LR_!2O8s}t;>$-(P!9H)2B#0OUfzie~sNFOgy8VR;zdW{`|!^XD+@O{-sR#fmYp;U{Yi%&)EU1(!7K>IMllJqO zec$(epM^;&z|7(!i;-gHQGxMd>5{$-o9If)XcNWp^&2-XUVMFNalvsMM94Rw9ACuR zt$%{x$Yw<*5=}t_#hIF3ICCzzaxL86Xda|xak+5#Q1Rl0`lp{H!+~c60EAEs zAR&_^u9CUA#h<+4E-Xr{lg*v@*_KLlI$(_ih$MEx6a|og1(AUT3=R6x-N(WDX6f+C z(!0No>&<4TMeD=qNF1i@I0YQPWZ=88LB_N&mQfKrnmW&suMQQB9%ij)PERmNwJ}1B>Eg-E6TfrheUy7Dz&4h``cWYv zh+$zsVE`aCl!69~!?3g7-SgvrzIgPtg_(*&BVT8;*(5(McEvzCR57(6EeBN|iz) zavYV0q!NID(K^zaSv=2!Y%o+tfiqd0sjitM;5X8Ej`y5NDZ2z_bwpGHjq0;EH-%+l-kKKS5+^JmYTIdf{18JB;Sa(shD z2ZBgWxm-PQ!d+a@wOa4`jp(<(acAbJTCTovp>*-0UvCz)?+Dupk^wYeSSUD0R=h*Y z;5t#QF?jsc?R1DuW>@pvnJ)k!*0KVj7{}qp=Kj@drE_P>M~*E2{&&N6y&nyo-MvbX zIChd&B&|7Y3=9ILFLzAh1=x@Z3Z=sG5`&ml+lvxlu@)H!BW(|+(Ni#Sv31~hwks=p zY{}PAj_-A)ZdXcLpljjnu77Q(^)#feDuE!0HE$xjvS4IyK1xsk`OcHqRH#1QYJ??= zEVq_YKu(BGjlH1>+B={WunW{rpWW(c-DK(m67fRoIIx{9TQ4;0IiF>}o zJSPr0C=n3>-}j%cu3x)x^X|QSTIP{nUf@DHm>Ueq@8SGU=~CmBG+*y6!0l^S4z3AYvYr$ zY$!I&w#qO@vuHq3N(q40hDeZ*kN_oByNg%{FNR46uZdPls?H&;4G|(JW_h~0`tc{9 zEG{g}&P?ZQBgYqa;Oxg|bVMHzRHf!CG&hTfm)-jhoSnVewQGgr$Gk(!)l;Vrz4x2? z{U?Q;ok|osVuYDVF}h)?Qay2uszne9`@LX$s}csT4N|gR6gbLhP1UkUWIKRGF;ksJ z`__%_#n%e6)5R0VR{q<6Yq0b__zP_9l%vRDLz1N<0~!Jnu%W6ZO*;lb6qKQ>!sWwL z%PV2GC(TwNi3!=t@PUC+nGB7lKm^7mz9lzVvMNpH%i24xk!USnSvkI63*MfCcFA`F z{pouB#(vzUnV1~wHY}rH##wKWJ6CRAm|L7 zVj?p^YY^X9{V%T{``MAXnSzTG+Cdqa@!%+H*`_v8-g(c7dyW^lduIFsnaahgP1ta+ z*Sm4^){UFDcK2%5EioJ4Oe2X9Z5|Ay6QnH69LG@@hH)Gxi5{K1nfL@V`eJJYd;Y^n z^kSRmmf0J_aU3Hij^ntFZK69?u%1cMzjR-j5UC5Z06>zMFpL034{mglkWxZIM1Y`_ zvN23w@|an6^Z0pDfLS<-lk3;7zw^sqRHrHqVXkq{@#Wl|zTyMsOjV0VS9Hm9n(e`@ zd-2bI>CG=X)##T>`U&d$zfpMHMl-u)m9 zlSGrUQ=w_4ozd{LKo;O6PQoyXq9BT5%YY~6K5;bNnf;6}=t?rduO<2l5t+pp&CE)< zm148k5b+iGZ1jFm1{cF*6$@%%q4Ag_+VVhcUCL#el=gnkBaBcJ97(#Q>Ui>;aAP| zr_pfW8SQY|@v_qxR)E5O2)$l0NyxHf{3^EwTc0a7)pomg zQ~(h;GiedP;b8dS!K2SUyZUT>!x+PWfFyuOcH|^w#0V(B#+W3I<0KBlD2gIxCL%;4 zo4b_$2e$q8h1=AZE=3|DLLwwmp6hv@XQ}pAYtXaDv{6y%SK>Ghf}wSlK}d&CtjkE3-d+E4Y0ps5iVgAu%L?z@%fp)#OmCG6HKyM=omw0w56nvTOEH@kt;> z9qZk_;rk!%iF@eZyz;p-#S7;TPnTqFrunB2qDN1v9lxlxD-oa;AZ4dq0RbHbG>D<= znuSI0)G@!?=FRP56sc6GjsU5VeEJ1}(a}pHoT&jQbIuTvDDqpiX0cqEo|_xREab@X z{X18!fE%C}>ub+ypV#~bPDNN?K(fxPM1rG`vLA2(!=qGj1|>)g?w&(>FmNB$D_-%f zqw`Y*H8GEq-sO#hr_#NHzhrh*5BFQ5R3nE}yW zc7ur3vMEHZbr1xD!61qvW7u(&<2WK9Vyr}UM6y#~E0Gs-RbOP@8LfK+}*EfQ$ z?;76&Au(PQ1Y6r?7|?-@tKK>?>nVaP0)4zWOkCUn?PnlrWPuilhnY zs*DclFQ(cP6kJB`F^H;Mt`rMJt+g@6aU6S!zsTC*1$J#kHBl4|hr=j}Mzd}RglURX z+LE`eciWG*gS7{4>Sc1e@IVBlq}@jnkyg8X^VaQ)Ke;$RHTd5Q?UsA&sJN7P#YDLU z)+48iFL|0VX9gn(9!a zPAQ7eusvHz1VA%6$@En9=rQewy@wCx0^egJVkg)IM`2UrMT6<}UOH7X63>Yq47P9I zdh+?FOQ+8)E-gE*2NOXM`GU&vy<5&KQtJ*ct?oS-!cY}Vs-9s6VIph0_QPiGih+Tc zfC*7RaXNL%f)RQ(XZl*FQ+cpibnx8rjO$Q3yDyy0tWMrWUhWnP z(&>BM9cf4i8g%SM6=!a2_#I9}eN|wX>~paV zgL42Fgi#Vw4Jd!!3M)@*Uco&vU-k~TZ5^<4%Rgf|anCWiBCM<(6K$TZt$lv&nvfy~ z$x)6|5CLWYWw{kB(1i=j|MD-}jYjXr&6z>ZGwk(x``2$yzy7A<6>(-ZbiHaADjeIqzHIfUcVez^ zIZB+pdf)$SztN0$b`SmY@5|>;7gvrf&n!%zK0mzhX7ARG*26onyICFhmBav0SebH< z93_z8`t_+^*EJeI00}emnsoNvCOP4FM=(fMI)@07B>u+w#>XEGYV|k&(8d5 zP)TaaoC@Kyh&CBl2?8iAWZl~l5e$d*y^T*k+P{DQ=vzNM{Kik5e7rly_kJDYKm|z{tT_^jC=k*{`GMNr?e+(atzCa@ZQ;FlXI?w!%*>X~ zoji7UE_~zl-jlWN+Ul@Yt5mA4>vo^4P6fWlR@6>-u-k8s-HB}i3A0f(!@Aq4U%s++ z?Rs%)>f|qeUOuz}`3+T$?_1mJx$cY>*c`?;>b*VVM5+LQ)?PR(WGTxE{o#La0E9B{ zIshaa+J;ufPJ#%i`c!(@3qN{VUz)C-nX44-Y}|N2b<`=#krVeE+0tU>R;&H+!NcLu zM<7Lnu0k|Pl7N8YDnK;GL~(44Mg+%EI?=3wJQsls^C&p!uj)+zGaGFHuvjdX%jH6$ zFw($G`lgTcFqRV|kzr$Z%`gbUD2n4a(VFbkDF`C4F|lFSa|ua=A?*l0XIl@L>Ef+_ z4#7B!m6;9On@>?`;42)=nIMHA%t(rL(&@Hu-@g6UTW{H>doGp9@y(7o0w|YwX4<$! z$i+AsZr57(9~6!sb^C+v-TVF5-KCL%;nO~ZgDsWA3YdeJYQUx$HOae zz3G{lnDOhm9^0xJMJUZKM-r*TvDPxI(cRx z`1NvaFW%Z7{^b*@)x5-@%}p5<3&>(w3Zi6+06`QG5QD(TXnenZ?dry#KN3G)`RzZ> zo_h^E59li`=yT-wu9e$3sTV~6@C{$vXg%n02a6h&LNv@kV6)6nP(X?Gl#w4eBhBQb z=?1`AiXjNua3ust$Z2xrTBEo8XuJBx@uO2Ed!J7r`Bsn<_Z(lmvXVrvt*>uvY#Pl- zWX$cN001BWNkl;5HcFpMhHNmF&sxBvmqiPvI(hT7!{>)D)3F!de(dfML-xG z$0-(zrBccI#_(9*lEx?5=N-x1nOP8$BoTl(ihBLN)|xV6jf4&;05HtPm_%zwIcjt% znR1A6JwNKTYn?c*i&h1M2na+D3L9hC7!W2R8}dw6F`r3w(=k=$_+fne&b?Z_apJ^r z%%w6pzUe84Af+NsPa9V;iK}(7){NFRrca%iCh9$TynpZB%*mtE7cQVs+bs^>|C3YO zh3#kUn^#wU_fHEydwaOL=Eb_ij9-uwJ~{}qG($l_1~7mipcn{%2n2u&tZCRQZAX5y zJ$SMn-MT;Z)3@e+@w4KI6KZP8oB#jWd(-ARt|Uv)-ETy^4J!fe`zDDgrKH@ta=OQ6 zvZ{N!(t6D1OaI3y8?)~IG-Wkil~qb9wWKJfB$DF3iU6^14{wX*UibOnH{!(uL5i%B zC<+YEG>Qc9wm{r_kGmf~XL2$MRv*pv9zLjVZ-)+0NVTa*5YX$!2%<%@XgHr=0l)Z| zlcam&oB2Qdq4Vwh{`cNL`2MfL>1maFs?O>veiB*s=<*Uh2~#KcSK41c-db`|Vj`zf z%7_Atz$A)U$y*!f{FL~*H0DJm(r@ORP( zOY>XDChC)C4^Px<>cx_4TOd?>LIvDkn~g;PNOpkb9b=&aODn5au3l?*y1tR67!)Bi zK_*t19cM|L#)B9HkO+}X5Qw$bIRjAgNs*@^^nw8|Ljf#A1n1aVXUNp+buF}Wt|&Pa zR?mSu0HkSZtqsG_IR`{6j6{M!#u!z3A&<(vVVfZ`L6W8-7NaPalkwu0S_&L;aS7Qm zh$s{%ME08|8e`apBLX5|F7^}ksWt+FNS0-OarMt%Tsn04P(6yuqIgm=p|7Hfrz~0> zvM`7OA_k;3=nWpvV`qCjtaUdw+FyOqf9H+X`SX((-mC@TW44`t`2%imCAV&GpMPWW z!iDzHF9!W2a(xmO?a)i^BdmJLKmewYd_hD&@-Hn?H1QE20twPA%sPWO>94JB-nrGi za;5d&dlT=!TR(o-ZEUo^z6|q^n{i@85VZV0e~^aTI-mRIoC(u{WYH`H~S@Pt+Uo5kO?CZiQ~9joThv# zRPnM_#6=`Y5 z$S?rN7y!*Hm{~wmnB1G)6MF!VOgB!xxb)S(|LtELKXwGG>R}ZxzHaq^CjbzMoZVhp z>OY!qV9{9T89T@+4(|0^`Mdc zWE2>nm!uUzi(#8u*Eibd=GP8QwWgbqu;j$m>ZYrJ`)h{Xhf`vrr(#J2on`*geX`jwW)+l;fwS%uT-HCs_shtUxq zL{!OkMeW76YPDJr1YsBwk!43jERv?Fb512_M)h<>2l;~_u-0;(V8D>pBc*qR#*ni< zvtbc>;!>Kx5M$8_Ks1mGy<CwnY&I{vapb@L*Tt#n)z3d4Jb1Kn`O4(Evz>?c zd)@7DGl>8M10f_-NhK2hw5rhvGOU5^n(U)i$_OQN95C0jtkoS19xr8=zex>^ZEdv% zu@TT@7Z4GQj)9|hTb8UIjUU)=Y7H+dBf|ae>X(<=AN|R$Zj4`e+-cMl|BA|#Ud1m(=K|q8lpEVT`Yn?F#dvKKeD}snbhDC+y zb~-2(g7L#4S!T@~3aJ`>hsFd+lH9&?=U2aYe|C0;s@8uM|C*E=^|(TjXb{8NYIfiN z*1|@d#NXW5{_?B(p(EkpLsY9xzx}oeBMzh0OJ6>^dF%Y415@w3+g{zwdT|(Mq69b* zBw!$=t*K=r`?ZeG#wiGb3`{~O$S!nT%WOIrFhC$2u+x&7c!3&{Vz^X90J&bDJboy3K75r!cmBH?hZv^1f=E1)R#j-7G>J2>ne=OM{0KA zeUga?5VI^(!S%w(set$ZV2m-wh_HZ=*{$N2PY6&RO2+rkS=ylEIC=bdVPR>Bnae!@ ztm^JndvjN`YT@{~GpB$5x2OM) zzj2de59S`p%)$CQ?+<1V4#J2Pc|#$<1|;GW0usUJgvp|FbjsfeKx)o4oCHoetTGgg z5d=m-77`(3G`7)foj69V8UO-Ay0W(M@h92UYnUYyZ@)SH>t6@^_G|MBP}oy?D(qgx zE1Xh8&It2tbpZqh*ytxWmfLfE=$odckV`ozNxn|}OgQF@H4)(^@|nrt?PL39CmQ4l z^onQsHArLi3JMT1nAkLyx&HOS=EIFn%ELsdsvw1)oKMnsKxa%m{w)RFbn~Jh4bWC%j(1WdKu^kK~SsJ8;wS-76m5I zV!Te|6+fd11bJuH5o;uUhWvw|wKhqUf&;SyizC8NztO*KQIK7zYUHFK&?!|?vWq78 zPh>mgq@s-7^*KuuH(;GxUR`_m@KKVa6=bjC#g?l805GayxS(*zELlS1V{~xVMy8p> zc=Pt!2On%-yUuX}$fj8vKX>}r@Bibu|LebGlM~A}tNrX}^4@!!Q&VwhSnGEJBoGK2 zVe~+ozMGMPASeQgs7b&u8UZ8$WHC&ntRC-TuKZm_U;$(ZtcmQ{n3qzigg9B~c`33a}zlq4p|XZQw4x#O|r5D2$K@KV09swbtE`n#CID ztWp9nrBsylD98m15FtQ0SU0~pHgSHY7W#g7&i;ni;@A)sk`)FJhhdkRx3;p&3!ClK zN>R(G4$!?A6;`xX4kLZcsMs_OyF2aAV&36a=7dZ-nCjJ(oB++T|8vPj27Lq zEX%Si2#hgCOZ8>En-}0Q43(fB8WUiS%Mpg`oictI@?5o=u8LY(JS1Xa63o&x%Q7kD z2T%LF0APqPC%Y?Q25{ufY64-5vCOK={)}f65hOx?5vZUHsZ1oZwA-%c6LB` z@U$6V7G`E)=QuDX2uzY?_wGM@_;7Cj%nT9jBKuoK6}uImlz~nHh9O`8pva*aWXLpm z{M6>5Bk}6mc$$naEpB}B>B4yH$bb6J_0y-Z(L^#)YvS;mZ_lQ2Kt_%o>-PtngI?#( z9qRTXumZxui~vaJxh*epOZr+Nqc{K-G*VcZtL!8SiJ*Wm0iq4aHf!U@j#8r`0?EqC z=EaNl%9UD@^0BiMzx++(Np{a8mv}5@hV?|HFPJ(%x{j59j=GB#&8X;EG>U%UQs?76kIxHd($La06_m`GeR6f?2K+EljSiX`XibtIi)|I@%%mrbl z0Pe<^AP5l1S(jxF1P}~6Q1KNIAToi8!Z6ZW`;#p5-QTTN{&D0h%7(Y>21#tKB~;Z& z#OLsCRdS1R@JndEpur#j5)m1~A-ixVYA;AT`U&*?5TP-?gz1>k7{|P{y!`p4OZ_;3 z3bR-7+}U+;rw|AUun4hGoC{Z;O$3crG&OzvZ~l7U?|+}1IooZvEE;422n2&%URhr3G!!5fpti~&(s}JF1<=S9teIAgbA2{1I`ZA@Ha=t-`N)# z>$dwg(^Ch%H5xD>O9{U3%?lbhAl5D*1F|5bRBKE9>fGAGW;bK;SGkG`xW7I?VDz5| z2%B4*4<0-i#3=wF(J12eo}tCx%K#foyz^ov)ytd{MNwo-00P!JUzitQ$087zAc~^E z1XO07f9HEgPj&bIAOr-*Y@O{7262)UU|mV-Pd;-lfa(7}Og20r-+wos%+*VQVHldg z2uq=~1Eb>sJCchsYsi>DMB*f~R{DeV*6q9Vj~BF@Uw%w=V^;B$)(z2 z?tkkYKi;b~Ero&xb1U)Z9Rk(*p`sB{(?cU@^nH?lpE_(ujL3i}1OQn;GC9#YbrOT1 z_jrEe;zfG!FtEF;g>x#BL6#0yO^nf_uD!e7>08I%E3t~b78OL$z$6o-?Vxp}A% z84>59EudQ4ed6h-xVUB%a*N;}yNwF`LgtW&PmSq*1xoF*VZ zK~RXw=bWFXeeU6(L|*@57t|#F%^5O|ontm+JT52NfxOFrzDQ|^P=o}~3ZuZv%G&iC zH&2~7Uay5i(fA6tR{>AIQH653M$n=gf`GGGuj_y(-g={bG>#doyXX=L!P_uzSR6BI|z~B6}q_$)K=;j}{;z8sr0&1oF1-_Adu=qX7xx8>^J-NWu5NEU%ra3d^6VG&cY}-duHnA7lMfD1tp{fO0hO?^r zLPXZuEX#c_!NO$C73ylsEWy z_U7~2JhPXJ5g93b?EDC&e~Sni(iRZ2+uq*3diCnBfAxzKM-F?$E|tAZ70+C*UPJ*H z0Szi04S^*Yu(*lSr)tMerq}ODybUfhBB7XQ&<~g5ZhK{L_vYH4j||>?qxrM9#xJ}v ze(E$e##$#%9{K&>&LOrx{4o9Y;bhO&T;8L6E{u!_S}#NtHVh=dB}^|`l4q~XBq$6l z2(HzrpE?yZ8vXkZwm$hRTv`+nyZ^xKd+&`OKVky3{rk9DuZ~ z-O6l&HH)aoUJpwa+T&7)DD3BY)FDm)nS>c}6Qld>!9u%xd}=JD3b0O$M~&RTM#23JTJOyMxZWB z^b{8*DN}877uBJ{J&3dE?K^jF-@0>PcD7!t4K;kLO{j`zLU#cHaUgzzRK(fAARDCN z|63O4c9LT&9+S^t$F zezz3C_9wyiore?K{YGYiozQa>vT`sjL&IU8?vE4(5OlCk2v{TyYCJtNaqb*u>EfrK zz@59b-XM-bJa=aH7rzL{Cpb;EZeE-F=#ODzZ1&)xAgrm?YQC&gP0zOl1gJ2Vmy*|O zwTh~E>4&NmBh(_8IGNw--QG^xX54v?AO>UvL?i|F0C&7;-aXJb+B6}+ zri1kqdW=pf@K_vtxp(p2z0*Da4)U^=b^-+iDKYicWbkOC_x531Z-l#gv*Rv!r-}-= z|Fkz4&l^(`2{X^nKfZC}R+^+96MJr|jAGnkMfhQEW?>$}cQ3V`Po~1CL6ZJitJQ)a zsMqVtpDFvHz6gNv|IM;YHRHXwJBzSZt+Bx8rTPA6Jz0^8Jo^Vl$5g>&)*^G6C$oEY zQGR?rvP6Vp%-Y(<#~*)u_ROhMCr_4!2dWLGid_#e0bv%_ez9Q?LI5BJn`T*-LR8=P z^LN)i`+TsvRL>}MpeBoiNNhrp$i=NVwcFdtqq*MamwNjTY@awCo;raC_SN=HPrUh7 zycN6NV@Vz0^L2jmpCRo&A?z?8&w+{Ld^O1o^&2g7_*gW%Z}9Np=4YQxZmby*o}F#I z`}63;NnzancK+c9AHe43ita3Oos@=|jZ1VippEKfdI0z6E0=9_XovFP$6HbOm00RpfeabjMK;sRV zNRX88y|?dl)ICq~ad}{ss$w93uw#R7*ZQ0Ncwapr{0@)jDk|W2m3 zh){U=Bt(Wqm>F~5)u+9}lhhQ+Jy3Vq62(^*k&uwc4HfI34cSNP{+OFlF$?q6Yu7Gb z{9@m}eG?PoIK(7XRI$s=%4z0$F|v4Wt8&KjgI@wuJ9)fz=9Im0-S!3nTLJV%IzKH6 zfE+Q`G8+z(bi12ATIl@cFK(h4O^=TQjdi-Aa|Ga2PwBbHGBBbO`@{oK02vU7ff*q+ zW-u{6b^2sr?fR#m)#n~ZNt#8q@Z^aD@4t_&v1E01^|Q~{u3Vd(m^^&?bTHQP8qUKV zNpjEk9WOK_*jLECiXST&5d^L9!dCD8>ULko9MN!0iV5-*mjS(Df(QU3P{i)Y1YJ1P zJlG6E5CKRs-Wp^n0|Gjf(#>5+EbVpd4gdlM1OymCh*Zih#$d5OSnH>!_Mv(9Rj77@ z3b^l?6;UX%IF_}wwfpz)Co0Aggq)LPo&j?e;HGJ+7!<%$M+!EGbB>4_jfT#x7W1i3 ziZlKzD((d}(AV{cfEx+X373aNnfW_kL_eC2y%uUYPkV^!eGwThN!Ra^8110AgP#QO zn)f1vIOq>P`}5~#&z^nv-FKoetnSMyo^kw0oN%uX&M9gq5FPzQCukWEXuLV~#<{Ia z2a}D>$XOB=0R-|Lbp%$!5|O%a6ekj=-0Rp)bdS*pL>ULEQ={PLpE-HH_YMRgh>0=T z!Tt5a2YL$&+h1Ls+U}7^e|)TV`efte33hh#+V!o^zmToY%&-34%8LzsvnRsvrq4iU6v!n?Xp#tY!Rov-9)AQy~S_ za<72Bjb?-4As>HMU3zeXE=~dbO-|o7z709dzu6F3U(p{C=6LttDief&BoSO zmxIN{u{ez*;@R2On{S%dSnvMBl|OxK@7*7tnVER=tzdRPkQwIbGP(uqzE~o?w>5}U zL2pUuC!s`Mo8ByfE@U+l>)S|muGEvR~-{DpCLKywYuLy#$IOjZX zoB-InNi#@J(NQ+xQ|oVKUb|W*iR1D}>kiOgV%;Dj3AnPF{WCtGVtwb>IV%E&$e@~D z@gPpVx%SPw@BVydW?vLW6?CuSX$t|_QkLX2SrG9YZ;lf;h}AYdIC!xB)*HPW*KNCP zw7!Q32*^-qz(byxi+DCWdgD{?>qy@#_!V7MfN>CHlT$ON&&eRp?%%I>J0hG$4Lo{u z?94gW?yP?NY47W=X)u_5jy`6k-a zJDy+ls>LIK2t*(PPQXIggJ`8U=w`eR{P1rTdnPLVu-&n{PJ8uwy=&KRtgNi5VycR= z6YPT83v??Y%r48)BuT>{Y&Bc8S}hER*uB84%A8TM`;J$C;>kxQS&MB@3Q@Vz|BK_f z@M_hE__}^h-6@#rxEubL5xI6@VHrv?%2R(*hCm^gr!KwWT`ro4h;z)$&RXZ3wmYe~ zQfNeEX?f+-Pd{B--+0>dR8a+pKpacAN0z;yOtBV-KzX!?;rRIEn{UwJBXJbDfS9}- zOG$EFQ9A(=5DK9_oPA>I_0o~Q*Eeqmn~Irhf+@X!G;G!f2#T%*!45} zaHF%9;s7H?qq(cMG{Ew>lV6n#Xar|Nd2_aLWGo2O4^tI7H4*AU#aFcMZmlg3u$IAY8OoRc)NsNqtdGr!ef|Le;GD~!*1z4N zy03l~N?YI6lNC$48O6A$e#beM(z}HcnXp8r&*?h(Z0;_o9Y7U(thHHY*)aj=aPAPD zBLZNOBwt;=^2d+<)Ef+TW>cEr{=HX^yuJZf!-*B__0!Q)37Ar}Oh`AN)&j?@rBS;gQ4jlP9s>07QL1C_{HL z1`rg+eASDf_kt$@0{>?fRs2X$Q=psL2kYG}XEHLJH@5&8ksS&n0isbYChwe$HG&h9 zwKry)69$a>A|R$L-NdCpj8vRg-rD$ek}(kUQ}`s_+gT78$U)dn>EUuaak3+x_?=Wy z0r#JJVZbwCAWo9I_wKK*uUp5UCQ3wwmN+3YvzFMMvxvwn-EObj?b^($D9w}PkR4x9 zF&So7DtuXnr9h~hhnlMD7oD(Eg?JFf(MX6yx^0mmM6}M8S7^y4%B#;kC+NkJ*C`T; zSEKicFV-?|Xb?2C=I={;`n98nx1 zcqPwJ?zwIljN}dc?=j^N5XK~m@Z^cwn{Rg3S9ob58YIM$Mh2#)Yhk!~r_?_JFy3!s~O}=el=kiPgQQOq5uV1zc<)e_Z;_f_X*IcLPe3dj*Ye6JkQ5ZB=r_6`4hd8#R%C< z{3(cx%9ugO-Hfn=ng8v9U0QL&;fFNMgH0^Z2`ux_9+=_RjtZ;l4KPue7gyrVk+Db|(g-_5~ zw4IfkE_oO#5!eHb;PiB3IzY?;cLvdZbiNP(&|24SZ}s}U zFbtz8^7fzjw24nF$+LLuj)>OU!ifn=MQ&?t9LN1q#BrSDp(s{FSoHiBeX7A=kf!O5 z*Y(TRSIy;xcZi}L$z|jA(ff&rkUY{yG$ud@}P=*8@vbL`neDyk!bJIV;1_U(57=vEf88HZIM-CtOtG}`{ zGl?+*$do@oa$#hTDNxzroV&2Iw__1TAUK@%y<e0_0D_Ucehy0bDBMnc*Ng;OWRFjpJ=c{CCI*12J zl2~hBVrf^=s86tZ5a`3 z9Sf83{!`3M`Bg2XY?uX#tO*eSx3=0BFMhGKv{X@Ls@Sor(q2Da-wczC)KiJ`3LK$n z)`Dikiyi|AB27%qzW+WSJsdY`3_74n03Jgi=ZAhi`9*4O3ORNDd%g7>LELPHXU;Wd zXIHLYqow6WY6(R|LY8oQJNx$Adb=GkBw>Uzv(1ACDT?y?8G0Ba41!rdUVrfI^5yIC z;wm`jD*zWk=)MfdrIGRqwpZ~ZRl|@o;l=HEHHJQhOa^lZVg%81)I3F<5g8Bx31lLa z;}g+rodQ1?uAWT72zKbRlv}K#2%_vFqp%mzn;@0C7CLH=ECxZ4nINN}oAFwE+cH#P~?jz0#-N!$faCUdiSc`g4ybE}RQYQ@kZ*;U@`|Fk}@kWz9aZSOF5t*XPz(QbaZ+$f;m2kuZveyF3R(669}kk?)gLv4!x?eB&auZT-Oic zoMmSHMA~gYfF~5-K{5Jh!Z7^3IA%oL>U2N(?DI2c&i(3Fzc9w&j$@+QfA-+2)tONm zJ(Nk@?!$Tm za40430gAAQ*ls6XT#$|B{@RjD(x5r!9UV|al%QWNk1AfqIa}&B4>5J(b1|p?} zXt_<2B<=OOS(Xt|6orVSWE6$kg$|6eUsO-M1eAy6b|NZBGG+Cc!d=yu?TcQR4zMDM zNM>yu$7zw+kjUi_5X@x|< z>}6!g(`lY_##98542xS>T>A9$i)YWB-8Vh$t1ngTeJn8I1v)BKidnaxE-ssH$FTEm zUTP6QC}C8en5vDBmvT!KM2w=wsgsSfXX1MgqBJ#*)lb+U0`M+J81B5Wzo()ZW+tHV zF%wYx?p=Dk*oZSD000aSFo%gnWD*e|Y1V0C98FltBk~Fw0s>2So0pe@_ExsJ;nGa` z??Nb$?;}-I@#6%t;PxP0NnDpg&e@M5$l6oQ8(9XBMG%n@gt=j8f3r3dnGg%0n$z3? zEco(!E-R@@Qlb*Cx-|Ck`B2&rDKA@Tla2C;d&@X*;3OA}EoOK|G;OPjR|VW(>Dzo4 z!E(jY3LmZGx%tJpxyS4z2tq(|EXjE%EtmSx>;&stlr*Nh2rp+@6*=UL{QD}XrU zHFX8(Qb@diH_-6>e(|z-SV&0c)prk$avMBEQ_$jbe!npz;_=@J zDf0I(A~G1nm%sk{!kcgW&F}vAD2jH=EUH~-uZ1?AuvAY&|78>b+u2U%=fiG45($L0 z&*U&n32oR28chsC(88XmoeLpCI5j!>^9zetu0);f$YlV?r2Vufw~1Z<`h6rMC=fuc z7Esb_Ke!*QwQH`xCcdks%pF01C^XHcUrxh?fr5l6k|nafVU|~ec01YJbV=f!nQ|9N z@3L4ek1AfmS&LY-hqdf7uspZEwH2q9#u-p3mqZdNB#(v%f(U>ZaT8&9aJ(W$q?f%E~r{As-2=ftL!n{}fAj`k(y23TNBx?WwYR%0 z0)mbOiHJ}EXO^Z}nq*nZ?7}b!b_(?MMU~O6S}_GF1<{jyN(a4P;e_Y_nAz-R!1T=B0SP^F$l1rE z566;kyrO$!^a45&wvIf2kleBvzEc69q&knxvbMJV;YS~zJ9qBv=~I3xY3J-+1x@x? zSqX8ZHsonwAb`TI-IkTLdYl?3C{BnN2mrGnbYrdh!~_NbptvONce`P;6*ZcGK+SsN z{CRWkY_hN@actO2wu`9t<4f9xm>@#Sn=5u{v6Uu-!lKi%EPy1CQ|=LKwP3sn0p+6D zN*_W50%6zh$8+=1<|d{orKzyXM_=;eIv)xsU(PD3_(5*$QG-GO=vzC#+1X01HO6_h zBgxxf!_v>NMlKQnPltSHBC4CBqCSE*3m1mb?Lvmx{%e1mJHUaHOp~abI;7XV)Gn{K zg9^C+lz_VqKKe>Lv)sLV|IVFzX=;%S0D!Qn7CL5|**G3Jo3V39XstygMZ`n|;-^jv zA;|KdJG9%OEKdUfDu$Tu2U@oB@Ck10)N2DJ=zt0D;w6{<+eAEYBVxSm$os zxbe}SKAxS~H#Ip?ly%C;u8KWXNE#+)h%%f-6G2XsWMvsP*MltcYH%n5EP@%KjE~hP zr-+Qp(xuyXH?j3Bi0X%rj9vIy@5;4ovt1W4&H(_^%OjN_fN_@B)&|#a znx*BMwH}}d`}dM zVGsh*lDzCJMHYH2SYY>E{Efv6S)zKuf)!x^^I|))w%T@I@Lm=`f6P<=iHI-&0|E|Y z#4lb-`tZ*z-sH)N3hGOeB%glz*|{^P|LU*)U9A?ClCdiG9&Ru0gB=Pp2ne>{Z_mv` zyB#_P^<5E05JAoY!11x>#I#}PEG*vo_|NsIcI?a71wD)*1jIF_! zo%@kUJ+|)tf_uEy+TMm3C^#}%f&$Ma z=NB*Cx^uU)-4g)oyzZ$dx*!HYSW<&jms3y0E6;lFn6@lWqdtjr%fgYx%PF5egebF_ zv(_7byQM|DZgOxI)$8kX&iP0A{#>@(IuGQfbI>CjL>FgSr!Sd_pr+4v-OCS94qs`52C65>r7!y!F5`+0*3^NOR@1c@7BksWB&j9OByoZr` zJmiEKA_5{EbX8j;B+RTG^an|j?C?%1tc!+9kv^{|KkXC0d-DEA&%Y5%Y0c*!ZN~>3 zrbCE8h?H}Mig6{a$`>!Y>m@3Y+IQ6Bl|+Cn(jN@2-@JM4`i(e_p_01WyQqEF7FFR| z%ACUAnaN#}D^~X5Wb;)Trwrj{*P`&F*i#^G!aGsntrU;w2of!|mHLx4ZFnA`T1+kQACG{)`d1MhM;B$WysCc?~`|80;%jJwKy;o%7mP1R46%DVh$B>|4H4=0EB|fu(GoL z!3Tf*`@jE(^^Hv;LnbKiJ~slzztvraN=F4a5P=Ax@KV*+Io+iWE!6r`8@p*)j)_=ZpjoFQw_84&V@ zhyV_|UD@hD>VN@(37s|_z$Wpd`}WqYTDwgmE-i0jer!g4>>r;qAxw1Sg&s03b_A7ZfTE}1z2ElVd;Z^`QT4~`eb8$Qwz#0 z#oVeCmF#CfU7^4JqBV&^sIgFa&sP(&c;R#BT)#i)_4|XtAhT92jkKEnyht62{j>CS z#DB#b)<Q12#!q9Y8kd0m;Mspyd4B)^4QUE zVgk_kDLBQ-A=Qo^I`FGsWizvB82t!&-;kq=C~9v80!noEbFzX!z^31GtE(IjiVJ}t z=v=n8vh?TAXl|}Kh(Umjp&&#e5$>*Utj*02x?L-*6TK){(ORqcp;3I{FRXt$=0TPv zqSap+%86sCB2?B669B-Pp~e;M8H_3crfuB4o&H{`W+ zWynnOkJU71M@g)T3b?<@n+gE4EG{nn!$17bPd@o`-e zfU*6nhfM%^5)!?TbE?;V z&Bb#HCCVqR@Gkj-Ua%5@2aKUysuD^?_gxZ?k=&YgGqaI%_4BF z-ac}BA%KgMcyTFcZwHPwY18wFQ5a+_3eDUZ7Zyj@)Z>(oXHgn4_r^Y!KKrN1;b zHtLQE&>6!)fFjb5m+#%5yLUH@2fDlft7>}{FRw&a$dIyd>RbwFNmnup2qQRDX+re; z85tfl1|T9Dk1)XeSxQe$00zJy7R}mxHAAi{`Ffzy@A{AiDJ0|D5x{~)UgU>)Waubg zMFren(TzkHL|D=!y>t8S-~HeJ&tEQm)gL5T<{V32g!Uz=oC;H@J`Mr*4oXb8XU?sqA|u8BEnI6(U3Uw>`PcsZhXyN01ncK7RV*8kz3 z#&6wk4H9yk0oq2LrpB3N<(r!iE?)(LTC*My5ERA=)ooS9%Uityz$~fd6u?4W7)RvM z3b`o}--*EpMu>HU0HDx+rBbgs3}CEYGgNT3rJ%?N09Q~H01ymeJq(No>VBGF2jZ{x zgP&aNAyt`C4Y$!AP~K|;1i}8GfBl=AAAa=FjT^T`0EvPiWDq2B!i5v4e&gnybLY;rnhmJDW%g)YX|z@>0>Ei9SY5W88;vY8%%1y#h#({q zI-9MoN_(TmZm@qmJay8{%oG%M^tWj)W;9l-pFbTOKM}8PMBO%tC_P1cOvMVwd0mp5 zmf-jH@$wHPNGiiDDEck{0T=_JrsZ^Daq}Pl$!=~mjvf(^cxAP7`0oTJT&r z8et~4R>ikX1G%+4{hIAJ6rBt+8J z7Zv~j7GHzcq{v^*C*GBKIY`fR2LM18NHTlv=FR``?|<89)Xj(`Torp~P0MiJMAUQ0 z#e?qS$K2UA!iYnZpjovMfiy;EY*Y`X_SFu}LL(@gg8=}5L^aM4fN=cyq3yTc?B9FP z=yz*Q(*PD>U;)Z2he!f~;s6BDd~YAF*ck-CQ+aawFL{4*1}4F=ZjWx>%$678R$Y*= zH)ysy&2B$()=%Xcit3GMkUaR}i{3{2{QvqNrf2tK5OSgBUg7pCez3Bc}XCry-KwD=}FfTh+E|H7?JbE;@u&{XO&;b*eYE|#eC~~!2 z1lq-MZ(-4Px`bt?bHscc!>Dap7`6@`m^iS%?C1-cQ+k+zfE3N_Yrb{9^W|6R`l`zY z2GMh82}G3@0cAwn;(Oh>@&goisAuFmh7x!q=S;Vk4F(w^AR6Y#v0;ZOj3598F|s_k z`>@~bPW}AtL+`v3O^gAew#h4+Ocg)a+3O9%b{xpMh*Imaj70)ek@eDjkHg0g?|nfq zfvMMOWeX1&u3kaF0I?Ne%>ZTMyz+aIVDEh}`c$dhVTsK%ouJD9^oB6)!b9Q#q=-gk||P zL;=XG&9aO|OkisDdKiUd$cxt+Ww@27)Jzxz`pyW^n5P&* z?dq|I00NtvoA>WONRzbMgZ3aQD2pYQjx8C)$?_TwVv>TNRrK9GG-t#t3Zn!2TeJI> z<%T8YiV`RwtTmcvPDN)6 z5GP5hlUZJ_aaX%kU;05n$Q&ouLdkY5HzDvlK|s(9sTraHMnDqMwF(FXLM*hiu=bjz zQV0OxY?dXlHYqDwdj;HI^-Tjo5WKmlV|l!=`2YU>|M!P~`Qye`+cG%L33+9zH$Lx7 zTA|xWqe*YcRS1wqwB7-LMY1f5<2cJQL=3|)48!8b2vMmrS(as4CQzaU{Hu7|h-eHI zmZi=)6>!YKx^9t#L;@hpDxvd2ucb}TlAB00a zjP@LIp`P80X7i1^(4V2aWRPXq&6_v7yiHneItldxYxs7NbF0ZJs(7jAv9neMj=!@u zM0sy071xgwVJWCLrO_uOKqJr$&2*y{k*b`I%(0UiI=!A3Ts7QOqRLs9#3rZV`HDpq zKk<0gs51C(*&Uvco&XVuljQz`Z~yqwpRRs$EzO(=1VLa--~nQ>l_(8GX&&FjlHLVV z=2(7*HcFxSSZKWyQ4jKIoCDbxL(;os7l?%djEGokjR^pToEbxe z0E+2}Kmrng%n=hOt@$xckwL@o7NFg%(NDs zpY#dzBwRp16Ew!gPMqo;JKA4atlKzWc{r@+!)T`dQcDpCI){-8G!+vpdjW05ak1C$RJf|s{-z??inv2z5d|( zjawgn^zrSx_mU)|T*6skD8vpUC{q0R_3l3FIGWT7Gdo|b=8|GM@MvMH!0TlydGQ9U zwMvX3#4O9KwPnouLThY?K1>?Z%CB=gzc@!D?sP zOY6Ff#r+VfxHRi;Y*4QkIEVR+n{TEMd7Q{(aB3plHx0&co;zY`CQfp!j{+u$CQh7a zpF7*Vd5s7Czfm7|H#d zl+*TF@xp{gs%Ze;jaEPixnWFDnnJ)IU`(fq*BrS2n+}yyfmTFdd%Jt-(pP`__>+aj zl_blU{eY&{bPH_fJ;gkbq|)rhPK;hyFBRo;W>y`^vRJy3w*8Um?&!D(gM6|x{ zy+{F6zTFtZtUih_#%0=xR|_EweFvk?dNMtqDIQrmBm4(M2R2?kQjTexiT~2ocAFj zv$CoiqZ&PcmE^)|bQh|#GBYCf*|E>wnYvv7(ETXiF33uY2d2jQU+N??%xtYC0&6WZ z6BW~__SvQw?fvza4iOyIAOG#R=NG&0I=e}MI3E1zPk-9p{#vD6zSnP=94GW(^pbS; zI2&zh<5rsneI>kK3y7d=Db)&Ubv4xh*GA%dQhi=27F;F~5fz2=^WlXH>CCKYwgPKB z-IseM`PyJ;$8cD5ng=_srQ0iqL=cdGvX2UakSerO^{MmcD=VuIhJ~{vuT}#-e1ZPt zm>_rfL!u36kK1v-U-{G>_pyT^=V>j1 zA^}1<)S8Nbh8^2Byxf!7U;^BaYF-c@FM)Zm+8vcr&fJm+t#zoK@*3d5 zCpzR3$=SXuh46ssUWPV12$uQAja%2QUtd{XbZVL6m7l=(6Fs^aKn?w#5kc74q|>qS zfQs?yJ{CC(E)o$$s#aCC=8-EF?Nl?u8Vl~Dl~Vn=^Sfuy_HW&aQr6amwhiU8j6%m!eVZ0;WY62V-AQvoPrjR*kcamY+h|BR3ONdNrba}OQ`5|Q6S$I)<= z17S-i$B`UQS92;N05HSdjm;nZ*ff^Y)LO^4lY%UxwBPUddOb&YJAaiN z1>&B=30;C9aDPUnQdEk9AW&L64Rq@6?*%iiCl&FLPu~UXxh!`P zejsg=e=if>P_x~>{^@7^I4-7TO$PbXvG$MOf6I0dgH54mM(nV=WMOCmKp0jk0r|wAlyYjt2K@`gWA9+n0hIVnKboLot zDuV!tAn*`2O^(TNm?if}cv^y4?* ze&^j*yB(*-T1Hf2t@vnCF9kuR!a#e;>(E_xpG`b0AVl{EgZR!%=UoND%(+cfPTLCz zAu^)1))?c^aE{K?G<71G9A&!V0X=Lzu?3jj>uQB9uq>uoMw=3Ppa&&g_}?Omf0$Ut>8D5JW-&L<~wL6_tkh0);ouVq@~RLm;GjL!UYo&(6fH zc4!TbhPI-}y@;+S&8>}W6%>C&ULatJxK^jLXJKv*GAmgG4`6)S^V8`hHaU(blQwJ^ zbB19+_w#*l`({qPi2%LS+-Y_Ct0kAs%WlVAK!yRLpQjoL z3PfD)ZVjOhrmI!0ls9z;7Zo#E5GTO>*cA7JIJtK1+K+zn^WXgTxBWP=mW_2&hDAW< z<>Kzo9qn>xd`Q%UVvBG&|lE|28I%kBs);e!U&7C6A?-e+1 zUKNGr00&@iINI$>iU5XN0WgAI3igi5sZ|i+o{YP&2xS+O2no=z-(C__ zjJv@7IRXJhWdC}awDG3M*6>J#rVUvpwcy>eYa!D|9!d~v<=A;yf zr>Cc$JFglI7r^Q#D=datPS)(n@xm4}o^r_IbSx~tekD!1E`{mHk5fCv~#$(og z3L|!h;#A`R5Qbsioa$|4d@tsB7pzjw{>2iJqr>IT9$Z*RuW@w?7n5jmxon|0DFA)< z{d*89A}p+sAWx|oi(r1pI|$;;Z=9w+PtKNoNSTp|DVOrN`M%TX?(FQ?EDIJ2Mb~7s zpUknHNi&B%r3IkiSR}!mHP0mRnMXT18ZLW9=I@yAC6jBdmcqzKY@9h4uB@2gcNUSz z`6#;IehHA`DhxJbYfue0 zrVf2q>?o$j;WZgmSpm@VZbZp(|pvGap%f2Ih9Jgj|o1?xc=s>3f-yo7CDFTurCy{qJ z-WX$yxtD|k5uMItD6JvFgV1`6y#pZ$=7|`-D#_aRhyA;`lIPxUi@77dWh=sj^f;kW z2rL$XfDj2;z=F`8d*U^YICATp7=Qr;q}T5?n=RMen&09HYJUoVK^AH5MxSTUan!Go z5s`#4<+}SPj+kd+2Bh2y(y2zWKvoAd&}TS+Zp=oDt6Z*fv!hu2!{rTTj=+V%`?$N0 z!x@iR?6qZJr3RH6EUyGJv#1r&keJN!=pd_dCc|NJ9C&dJ!2=PZ?ZEFn-xvRDpQ%j#A;ZUb6W z7KISWKK_hD2eTGFn5dvVZ-{0PC<~_9&)c!QFOEP-@vm{+`-J(Or3GKFW&m~Z~n7C zNW|;AFt-|!CqY*4F?t{776AZ&F(ye8S1Y)Pr6ft5sNKQw++q@nEwP2S0&mW!mC{A> z_@GXnrI;8yb^_iu9+4jA(hX65_Ewn(FT&R(7gROAA;oNuDpYw*;6Bg~@R^Wv2IW5&$5? zNK+t2iFM`!I4ZDq&oBTo3M0Ed6$3axb)%DBZ^Z*UG>#B&F#!TXAQi&3sq*qvC2(ev z42rYfm(K-Wb)q?Tn}q@(!h{kEPiuK*aXM1NC3IquJOS=UwvuBe-{|%GzxmJK{^G5F z-)Xk9&PXMI&QXDda~ZnB%?DZL=HaOY%W!5k#-wSAh>9o&@wtJ_7}1VHpPKP;6we3j_fWF#r~X#amIL@B3n*LSy&geSXF)oTear;f%{5FhPLRQ&_M0?hb)by+R>u zcydgRCk-Vfx068xAf%F}2$3ggc_~tT?s%3s%YYyfN;)6WQZ>{t@kE{g_u~QH5iyRF_uhN| zhd+FCb9>iV5hOsxEJzA6WSakZAl@uRB$`Jxxzr_VZJZ=YnmQN7AP5{%&tp*ct#t2S z{uboh_$0=>O64E!3V--R+8Ob zuhnc#n8l}xyn~@m#gpXu0m2wL=`edws(`wEoNKDZ_M3g5QQ)^LK^Pc z3fk6H zrKlPPRRYDhVS_VDWVhb?C7z6tt!;DX4h(w8f-E2cS--d2 zlN(}oH_5OJ?yQ^59WvI{3*LRYz|DGeboFffuOpKLlDc)lqk*TD!PgUCSWdNcmRW^bFtf}pVS5Y>A| z5lThDvoqn@=~4u~FmNrd^7KOYe6!H;77S#wWD5oez)mZBc44}#^<>0Pfcw!wcdv#( z0JK&<`|QRqe)-m?pWSdNYbpcEFy7{fMe)g>J^%RkbP9WGOqwKVlCrg0>r$x{hM`X{ z5^;cD#Mct{qT3(ltRC1T`q=QDSx70Zb>0bDghzX;i!lt12ZxKtsv7im9zF^x>tMP+ zq!B<6k-=ba_3DS#S{yC6CdY|f^T#o(Zz|P+t~F*F`1tDJ z_D!@Y2s`;#mbqGh;ss?%=hiLU*b0mcQ<|J}jc4{H3-&$St3fc_3unJG?wfTHIS8V9 zBPf*|n*c>o{5=YQ$uT(&2V!bP^Ha5%QV>X%%^)alry{V)diC zex8)+-Qlr>I%DBM%m=x{wa3uiZwTzw$rMvm-H8nQf}Z^FA8t!97kXZOy-~a#eiI;@ z%#tLzapNXiGa(nBii7u2dLWVxg6U~fDjQPZvwOYNedxi$5->#Fe(!@nZoT_9cbftX zfrOXoA^lG#62cjS?1N^yMcCAQdd5NC*He03%owi(&~oKp*Z5 z-oDvdAFxFl)5s%$Mw|)ox!LksRfS@*V1}o81<2MrbXQEW79SFcnCp_9s)uuxkdP;j z-vqcHQORDgCEnWJ`O!~)`s?5RXQw|9%yU>It0twWR^7AuJSd~tKcjneJAeYU&F^l?HQqu zC^BBp6jA%wO}5NCJKLRZw;2998R{pOt{VwZm(0UaYc)G7bB!caK8XYirqI5WLt-q) ziN1Y%_dkB!y?zZiW@G_I03~^Zs&g(90ERT_U;DWC{`=APPLQT3Lm!sBc~uC34mZU} z#{QC1wqQIWb)=0$6*7Ci8_;3dx%b@5F2J0K^?jyiNDs!??`-s{@vSJ#L zpjL*385@P!0CYR=nGgmA2uLKdrq=G5-~D0htzW0N?_!!b2u=)&fdB|WfJLl`<=vgF z-~6`s{s)y_SBrJ8bWukr&TVbjsCwuOn`DkTZt%JsO0Wc}R#K^`a>+-}VJ>vfe7G?sm9Pw*_#S*=+P+2NtAXcFwpr`nG_W=%=_pPw=sZ}6VPM1PDJ5#HM8qui& zC&vW1AM)cV?7GSNgTXuRzW1|VzSZgV1rZ1=TR?OXMVQN0{fxo;!4*{PTX6oll7=3Npkn@-Gatu0$2WA^nA2M`{;K(iAR-EX>|#!m7Fk_ zp(cdIyZfUSsl;((eW&$rZ{7KqpY^VP#>qhPaIbvJS;Tfb+rR&P>({@HHr7L%kl)F7 z(avavYjU%fVNF`9`7N(aQ z<&a|~#(AoulBU1^!v{b4$xk;ow!A3{01<&N=w-j<9uG#`nMqs_Kq(dKfJk{N*NMM# zpHxHvFMvk?B2}Ec?uB~qC4w3D)FR~?0lDv_gTj0Mm*Q{9N{if8#!1E*0F+WbOLaKm zxhN=fKVr7bw&)v~-KRevnC%b4-7g|Vq$s<|dw@84n-CwGEr1~Lpue%c!H>|?Tl6>h z{19UMe`4J4x*R=uhrqe>IsyRbTCH*6d@whcqRRTT^4Wt>kbne)0Rq5ke-K^0w*CM8 z+vX2{oLv2go7*xNKx%+l*h)I!ovrq}?`{0>P5b^IYQ3Hkc7k|6P2!PWhC;p+drNmf zU>7lofE!&CKpo3pWpLkfT||GqrlLo@1)m>Eq15-B$m zIEvki?_Gc!_%J3%S}R2lZN#33LXPL9**y~b!?DUNvwF^!dtgK=mFuU@ z>@F_GQ50FLMF<(d0wM^Z5F%%NrxI{F)oa2hSKI%yKe%xM`AlVYKANcua)13+ z>%*(<|MgD#&hMtSHp(_706^`BUzW;#RM#P&GlhT^A_D?aX86QF9G1e>wP0r2clsfY z-L~9b<|LqD9Q|st-apF1x`(D2Sq~0zERQaKC<5g`uAG|v&9&QGaoTfQ8CPElB3J+s zAcxT*YZa3$Vu1hwI2O9vmS5fI%$0OF8#M^E3uJUe9>A2sOLL{)H^N)JbeDO|^<6+1 z8C+J8e``6R1)`V#L#~{2dlsfF@%e^6KU*$qPjcXq2`h%cjAVk{Pd0GBFPVb*-k0Rw zZp?D$?)s14{K*G@{8O45M9Se+J|77P4jHB#n94Y4$48iS+^XmV8sxC+utCk4FJUgv z6JbI3dNI~IT=9^PDHdQW7D1Dv4w@F@2mk;e07*naRC8GE;vkEY^qzMTq&;)>9-+ZL zXElP(MFfD{M3*^H4x4U8gvdoYND=xEJzpM~OO$&J>HI#r%grDn*>-^U{Pi`Th|Nsj zMJd&2G?tf^ircjhQ9F&4IFn;USAK+7M8ODI-d{vu)ScX?<&|)v2V39{tQm&H(2V z*>D0FrlMi0$W|(|r`Jl2`WQGzIPuT)J$jZV$77G9qeB}6XJ@JxXQw{Cm3BF0avA4t zlsdB*!6A*1kqX}NNt_W)GnM!5c4i`~N3+k>RMou-1%ObXgmAhVzPL2?;qG>?BQX#l zi|_n!8_<3lAt$6eu~-sw=peuZ%s>K>O=c;1@zl~vqoN!bI6gAbr@mSEa{%1k;VfNw zD3n2PcvrH4D_=7SMasQmXJ}-~v^t*1pc*sB@ ziwFo3Ac8U0vi19e4`)&-Lw~mdIp7;d-3vJ1>U_}TjQ1Ax%YC>S2YHc*h^%F1R!B&h zScTB}%a}BEky5#KQSyxuak?71FIK+yIXIAoBVD;UPvUY^g@rAPup&YtmLW|Z1lpJs z1i~OZ|IFF%|J`@L^rbJBN+meZ_^rutL@U&A2Mq({MTf&?s~HK7GW3lD&sG-aC<>qE0&;Sk?E5GvTo2UCXO`YszrJe*F_9&eFXarNSw`y9jJC=5SVh1h ztS9oT8?B0>()pQl6;&p{jG`!Vib5Q;(zW=_)q2#^XOqwOCBHA(@qA|j}a+-4S}2k2}I zbI?B9r1&80?tU>5F@v+j0U#vj7zrRk=+dv4i1YGBgj{d16UmU$0LmNBjemC8Hy8Up zx5w++^BrCyVX@3Ws4^@=C?agF5K*aAy7JNs-}~-&Uw!4}Fbs3lJ^}70gOR%rvou1x zqN{ZU0HR2rf5x0zjX(ax4pNnE9SQKzXa+<`oD5HaB0+7rB3!aYlFTnkKnrRC6yRg% zMKO9luE=EpAW0PtDy8!2Gv)cY!#1g$9FybW7gb>d2oNtU)Gp2jcQ*Q6h!P-SkvvbS zxJh2f&vR-uK}2CIU_pI0us^-F8<6_j^HZnF6nQ-xB1#ByuA;tts&;Ls*W9%O$wmbM z3L>KuZm`cpKC#uI8!ovuT#>NPlYrrokn7lpu*QlADWyndK|t<55fSem zUx3R*$joVCm_?KC^2}$fqGn?VNk`$SKyl;F164q$Sp^YBp-g{`_dfHyl0bN@EoLIp z+VSqjT1El#LTCm+rIfX7j3sgnqeN=hdkaIxJ^#oLBeRgKVB6ou(#RSK`XtmSbgsK_;-JZ zyZv%%GdVbtn=1qbNu2GRYk@#PL}H;#0n2`1v3Es2hO4-1krfaW1_VM71`Pl@h-o4T10V*%16?Ae^0m){HlghVe z6C*edOIuUt{a zDBSaJDy0Cx8p~{zo0LS9Qm0RydE;wu{N;c9`s&JxR;nO6dPKTi##fD}odzq8L>aD} z#}JQ#a5%$HlQ z{_gJ0J8^1DDS-g8APn6ea-fj$P{N3QDFkq8cGVNO)&R^vGrzNMezKbgym7krTus$L zKp2p;z(Po`t<`R{`mNgo!;%7l8$5{4-<1KGybe>H)S-bOq67dS;$$Tlys|cbYPzZr zogpm1aVq6yLZh8v;64r-M!mr?YyO6huYK~9pZ)yi&08+N(^x3{Zp_ zk&qyR@54`wBXg41pymGah`zOsU0f>?q7pFzK%`x%fI#kNEV-?X413EFhXu{UitL9t zSu)g0N&%APl&zz;$u|VDC>=0cV=O5Uf-EN15)q&XvzsKb&}%$av0>J6hQ$_FububJ zhnS;zXZ4sBLV+R_Hr4`?B1MFkFJ1iZcmMku9s6dlW^05h099r_ZWqpBsGgvFUX}1Yi_F0u%%$06@wRyl-6#{3FS|T_<6@F=T>TWX~ zbZiI73II9d1t9?vJlRuyW|SceftWhE(AUZ$?@RaC(aK~2XJ?`eSofd z9-o1j`Od97X`D>eYn}eU7z4($OqPYMb;jOaD@hOpj2PEh z@2GZb>=4CbL82|dY+XH2v{uT_97TM^gCZkJqK8<_b4SQwVJw2A5K(Jwj4{Rr0XfeZ zcU=I$SY~Sgln2|6F#%!7(%dlHLl~vZoRj7rRF)^S4~6Xrz%F19L1|@D*M3NfoJqYc zRm-ov^6EeQ!~b^a^78?y%=G_&sou}Us_$Lcj{S+^kiBzD5+aqBmTFh7Z2a!s-quzS zrwTE*!xKalKgIY4XmSrIX5Sp5c4QP3;bRv}mv`iXqEZzm)3XaNzZ5MkfL6zf zVLiA7A9)m+PLBKYVM9-r<909o(hSugczI?1&QAZ%hdYU=HdcT%10%b3%KLOZdBiFL zAW8sw0v|Wi!AF~&e*fF&=PpkNH6#*IDDwflwo=__$2%W22MLPORu~8jAOSe+&Tvv| zLV;mgbj1!%2g$3e^QUKO+E3$-$aJRlbo8@AUL#Eg@(Bg*j&jauVH|4Aa@TM`BD!+r z%IVW*I^E9p&Tg~S+TPjO+1Y9C?lxQP!JyA9sWH|Vr_KN*@mT|$LBpX-JZ29JdM+2e zFvSyDkkPx6r7BrON8P%9ZA8}zhPk=A2%rcPQ4|HCR;ALE)@m?_Ei+r&@At*C;H-#J zYuGXiJ2pDYEpoiR@^g__$VlE-F9HZ$Dru9Vu_jFhT4@0hW+LS>=fs~QAPORR2%lYO zM8ZeZdAn=n)V_$Qh(IZ0tgv-gmI&Dz00;w}q{$%e3$u$?MI<3mq`*1h2qR=6PX)t8 z+=Gq1azFRu^~HvOh$e5RBi0}Y322QfjDj$nnQpxL>Z{-UtG_&d?wnRS``40hsr(sp z%N~;VDLv4eE984o$8{MSum47p2z0eNefe_d#TUD`Zbj=`Wy?UB@f$mc?z0#fGXqh# zR|LRr6bS+VW47aW4A*HCK_Di#dmsn`*e{j&^y%pQGgz<65!>xQ$pxd(#WXqYIX+}; zQaxtZ%bgw}A}E1{O6m1;%b&Ieo%Pm$$p8R3Yju3!`?z=p00IO+H9-8dZw8-s`+e?S zn0{fQGOaNL2?1A2>h)8NTdkyZx4Z3EUldecQ_7?6_b2Kgmso|OAfA=Z%X8(IR_AMB zKz<$|5I&IL_ya|LIZbqehw_aZH>|a1&z}8!0e8n5Ddm+dmPJOy&Aup~o12}Rn`MzC zO^q>eoD2qoUa#Bl4?3OB=H}+@+jn+%cYD2lr_<>V25}M_%MKm8&DE^B8#2zBfClsZ zaZgBR8gqq;g@KLII#9@Lf!VS986Xy=&{_$@aB8YHGdr`ovU2v!>4k-bAkfAbw#>}N z7-LMQ+jS@0YPU>kdcAI%rg5AkNz5#kt*{K@*s`^jlQ^-=CP}Op|Kz0&=s+0-1kBb7 z1JE#I#WT$A1G0r8ym=JuL#~r?dl4E@vQ9ls1WK&6Vp%CtS_6Qw#)2q9MF9w~Fk7~q z2!O}%2#84FN}g<-dN+{Fn75b@Bj9WYveJQ_cwHem{Zf6ZQLj~}>b1p%h0~``udc36 z&&(_?EX>Z#1c3(Ur2l732F`@vDMxZs%g@J}FG!d#{MPb5;P?nJ+we=yWdK=DYW4^z zs-9Y%ef{-MKlq^2>ZyKD0iz730Kq)*&7*d7Ri!7f$t~iH;x^@vqgJNSl`a4l&}!;W z)k`m4E}uRHTFVL8F?lqY$CllmY92v7IUdM7kRn&=Sj)!@Ao&%P1qdWSJUvtU#&gT- z-H+p57myN(KnO<6$7KZcXCH+C0K}qOFc<(Cg3Va|<4)2vJGc7$+H&P|S(Ok%#Pf~t ztLLV-lK8*2)0PA*$`A;G1yHWx8%}CcfCf>V)NJQMg}-=eZh5MzJ$IRzTO1Dxf?1e3 z3q7Y3Jxjg)_S>($_8I`Z^Ugc3yzVFvz9i z{uc-uYuH-LVvIo$Ynd}Sc#@>uZZ}PmcBhl3X_6$pUf&qg@Ap|Gjt5C<(j*xS5-U6y z3{qpd-ENX3CN*)Irm0ENRM=U~0J8`P5kb}=It+(;NX$Ca4!JD}KpE=zgKQ^4fGt}Q z05Kqr3xX;~jTc^M{Ke~o+w0|xxRk~SNP_H*TU9S=XRRVfxWqQ52(EQ^@YLb=;nMg9=S)ki8 z8cK#P%!0^12gY*`3GzB~e>2{Ww>P@!>#Mc%Q(;3(jo{^l^3Gtkm+pShw0)n@CW0Bt zIH`OKD3%H*Ym|QJ)ZC?|nX1z0{V+r_{q2!|KoKy;7;6MHDI%p#?nr*;op-+Y#V?*Z zb*fYzzNyWj6y!%jkCjo~a%Df2uu zY!XeN2~eyeO+-`m`qJX!($eDM;?m;6!tCtK%*;%=Qt_x23CH{Qog5Xl4(~N#IwigT z!r5PBo{AzICrO%`G)4ZP!s6oc;^N%g-1Kx~x-mUfuZLlv zlyU|)W4JR^Jxxm%KII)BBc}{ut;Kz_hK5&EQOPIhn zrp0%A2$lcnLXHIs7-kj;0K-tJtn8m;GTaBt5lHBO zyFikroC%7tuvK+r137maKW2KdA zNEK$(3Qz(?Q`1wIE?#=!^5x~_Y@mMTSrfUfyfKm=G&BnniZm4m@VbmsKhtFOLx;leYeQe>=2;$&xc zdv~|h>-Bbbcl*6Tv)SzT`*9Kv`f)Zxi-;Iw+$~_|A}LHnD54Z8rI~F>N6X90&p-eC z3ol+?U0yC%D%D!86h%=KX~%r;8^KykR?2;XoUhlzO$V-vD=RV}F=!Y8K!cPusgo|m zd$_^qrh26)(1IW=(oc+G2{NgcQ8Pl6Aq*Ku6uR z<<(bSsVuD^D*w}C*H!yy6uYmw1wbG%kXm%vk7Z37apDPizg5+fA{d3FhykRZnv{jX zdl?AAFkiH|{e*}3qyv&)A%`Wz>Qwm~&n`FnHB-eKCCNuzToq^4<95CLy z4)UVQ0w91EMj#|Mh)80lxcOoOzjg7<*+wO#+AuZE$5zOkKdKQ_j#$llL9o1+n3bxrqT zQAZL~hkro?Agu$fAsRkRc}fslw$>VJOlp|9)$ZKAd-wM3+uPe)&1Mq;*49=pU%tGy zwiZQE7=}a&@2PvnvEPok&$;bA$uTUN7a=3BDPWf2Ull4vVHi})rRnL$+UoM9i_d=Z zufEZ4cdmZ)(I5Ws$6L4WHe2o8Rx^&{L7EzCg>A~IBBfAymq`!;uzt4ztu-J_&MyX0 z>!4bS>b1&Ly|%Epc=6)%7oWd4J2zb}m2{x9+#}8oVav`4NZh-NBuTQdzA=d7?d|O( zN&5YMv)PQ}L95kvC&kRQT5W!Q{@G_QJonslQ&Ur67>0r0!Wg>_`%i6%dvC%cK8%v7 zput#acT!_O1QbfG>|?i{a&iydK9+=mu0%?qHHMqLt_1-kLi1h1rU+zRpl&m zCT#n?FCU@^0aVLDs3b{kv)xTx-;W5&o@i2F0Cm{Ic*tgv19k$SNzTtzzxn)f%(v5> z&blcNbjdO^BVd4FL0Hf=Fp;ae5k?q2Dx`)Zf)J#jcBS-(j@|gv=JoCNSI#sp&sV3* z>TAzTB}x3&jpkiznIhlEb-bUdTwTn-sFaJ2A&%?ZyHK{@cy9ILLN!7GU@wnx^%+7j z+2v60Gm0}GagSv`G3}mlw>u256neXf6Eu|fqILjiG#Wqn!4JOw{qG+McGrhKa=i)h zOrur`u-~`sZhw#(Mo_+g%y*9+?D|>6f=&wo8K|F`nLf3)!hD5Um@NQktz81qy>Rxi z0A1OH6^3CLhP7I4adF`o%QvNJL?-8n;V;3Tie^at#&Jk)6}HM-q8{S zwL;76oLj;mESJkuwffxb%;MtG>eABE(!%o6^1{M=sa(=p?b-35eA+MU8)W!SWMO{Z znRK!Uh_~!yW&nxfBu$c1sT4+$)=KLjv%WmkeQ+!^H>TFMyZzKy1gO@kQArb?fI0m@ zMkD}KN@1-ODBv`;&2}$!;%~~KvK&);xxFNn!ph3>{2Q;|ymqbM>6VgM4g1^}9XFpf zZDVeriq35Y2(i5)i`YsbTyvM>8Q#*Q=4jWWc-aZsHovU5tT$NRE{2 z%&f;z3KgbEC7{cz(+0qPaPzm@y$!*H!WaXK8iWW931gno1mgNV_KM4(u=&b@1H?Ni zb?&C0wYOegPOdDMm#0c!d}gLg@SnFk8*ywvgV6C*UpWfFd(DfJzKTTy04S!)-7`A= z@~QbND+@JE=#pj7&k>$u#3P#x&}Z7A2=oR?x7!y0tyHyI3If7oXnFLAs6EH-|M-vp z=&<{{@4kEG%9W>=aR+ewWec;lk_Hgz4NN;`*8mS$jy(c{{8@ZJQIwM7%YAj;&aHgx zU*#{(-(>F_9(^q?GWIEy)?pMb%+Huh7YA|N?e?0j*7o+!#@6PwPp)0Re!bOd4f=yY z919C6C`VzbR9;w^J9X;x`Sa%&=I3Xpr>CbIwMr$7LdU@G?bj;`d-mR8U*r49Lk)AC zJbQ@MN@c7V%5Od#nv6A9{(~@3YPs3&r-lKgF>QXHS^-7>Xtc7OZ z#0DhvsmL*WVvuIL z*B_*aQmdDvOvFENguL%lghVnoT@IB9OQ)ZVx&SH@oZBa)1e^?_;p7(SOO5TK+N<}$83Gt{A8#5++uxs zw({)S+yKJ&@3uE$iCw*a9B-*G`R-X}0%wyYqQI8zU=`ypFIL_-yRck|l+!BU$kzN( zb|ncyCdg;N?jUY;2Lh-Atk)}wD7WE0{$n{u?LYqUkH=8^7AEThh(NJb>stw*74e4VL;v+GNcAxZ=`o-=_BDaEiFDa%v@lz{zG-7apWfOsuP#SQ!APxmkhgYU zT(}pPkA3qPvg~`$ImhnK#!&=@jwk?%5I|{7LbwN^8Pg zK9I?23HL>=`<6HP*AKkx_qzCS6x$lP4n|O#J-gL1#!9H|sfAiO(&NSEQ_9pixk#vB zVY*T-h5bJ5w9V#D`MgRf^Q49ot%oYzF8wwyW2rw~HDB`8*QneC3iACY5s=%|G zUoY#~M)l@ycVO`2>vvzjFb(4i>k(bWf;>iYk1^M%>VsFLqVbhejSy}0$6Not(XtGT z5hE~?VlTpEA`pb37v%m20f_4vL17SMB_$mvvc1v&cq^W+O~ov15t#9qr3ARRQ)*4wjY z=4hGC(*fLI9I+^WK+EHp;o!-bxQi{Zxc8^d8PfYaYOTuU^4#2PwOS2=!26&h5D~e& zX=jw-Pife_e9wV09JMlJ~eC`Pgb3=AONf$or(I}t=iU^hk?(Gs$Ed;;rSDoGiN zb}Li%(#7R(eRKNabD%X4dJjvKlkT{Zk4Lw&v$@;7wbeJEDj}`Rgw=3@*B@pe0|Hi~ zXnA2)E7gzXv)fz!#6muh{lbcJBr{vKx-*~vFp67WoH+~%ArJvpHNA9d?t8C3^PTfE zm#8~q`hj(}mJGlIg2G-DCl7=f0DywXh(IJr3@QcPws>Q=v)=9}>>2=$-`xZfAreJQ z#7GQUxXke~x4yg>{LPhf7Z#@@g@7&!)=dNmToj)Q2xrYPNAeK>0D5tHYqQ%kh$stF z;apv-hY80$QK-F$-M{v=uU)xv<#)gP-IG2;eN>kwAY5CVDuvV<*qv5<<8FJVI<0*k zxi=wyLUq~0Ai{?+HaRX}eJ}gC{|j<`@4Y`)Q74=Ag=2>1?|*&vg8Tct1|DRvb7+u> z0b(P!H=E5~f+%bAjrm$x;{#TOr-rC=TOx$8I8&Rchqyk7Q@OL*>Gsl6Jphu-Z*e4L z;Wz>p|J-EvjZjTDX20@!zq!4|EFWHLv^pU(qxJF>hn5ip6{869k!6*5ri@&0D-&8E z5m5|2(-|=)-Ktc37cR_w^Bc3Ty-KwzBO(YQIuzr2iJuApiYddL&DKVAQlcIw1&ZiO;tG`{M{wC*Bk1zX+t_EtNw zpvazHY&4=k<-V@RbvQo;YA<5OojK%CU{D{9CAw;2HI}NH}13siPgwwmK$@` zG6@`Gn0mnFp8ybGy{t|xPDNTQ%V&3YH=13}QSitR#N+(T7s(|dR15PnU;ldj+u!P6 zdcIw+B}y@nBcqT+T)!6s2r?;4#7KutM!M)%BmpHz?i>(B0Vn`v1%(pQyOmn!*$Y$O z`sV!Cz7j0XBO#$h5di15lAB3B4db!ZORwG9?F>>vS(q*_O}ilX&&7EBvlmtj374iz zGqsQi+dcE)^}C5JV0DC}TUZ5v377=(Va5o84B3_*iEF`x0C2fp{>JmG|L3KJ|28WZ zu-!0y#SG|_V|m}UpQCWUwFRN3)2Q$O58>W;t$@y8yT|WI_NSwq?^> zmgZL%@NZvOzPvPDCsg8XWC&2@*VEJPB3RJ6AJJZ%ASDd9H@lm=J!X!G&#lZ>BaKHM z=6B!Y-FM%8Jk*|J_kaH9e}3bQH(q}E<^TGx|9Z-RyRWThr%LD78X<9P;KR>$?(W7c z1fbx^VqPZ4=c&E{V8B%1)4MyL-rfa}nObyaxlxXM0-fOD%O;Kj@(Lh8NzseXu1rOi znKyO@*Y0*>gHC0AA_gPo*`k~=J|LiV?aaBgzxkW_@BVG?#pk!C>WMA^1WFK?5k<4 zW*pO3?Wsk4&Xc&j3ITL+PQr*b%Z4F2elr__pa3zU4QxDRyQiS}_2uY0FPwgPWwsHL z0tRq92ZWM)Yq~uZH!tL^sz)*>xa4E(Ciat?Tf6O8A+OHWRu}4_R{20ahGY5Nci;WO z7ryY=sQoapJ01GmB7V66s7LzzaW-lbYvYkb(#T zbO-jsPn+AFfkIwesI4x|ddUTdoMZ~~;VuE^*j*EzTdJN~C~JgvLLXe;?!+k%*EKor z&wOzK_B+T3KomrkwbRSr`sULA^$*D_FKeAVC0&4mSAwR5-F}Cksjx5CR|; zKuHODO7E1b-Dl3tedpV2-~CSM>=_6{@gh;mT`e+x!;B1Q1(^ge%LZ~3 zKjU%4?If&hS~9&^Za<^j-#*v)KfZAO^733&2PCfhNW25=kW&!=i(qMdV@2?g7c%h^ z(?&DCcBeH+jRte+{K`zDmZkR|$F=o9Pg@mcf9=;_-(Fs5Mq(fvn@DkHZ;m6GG$(C5A_xm?HhUj@a<^|lldLV)R_48%;pBMG z7$_{P1n1Wl78(@*-0qqWKig^b($R%gj^qwYHZt>Ax6H(p0JMN|MJqe9oSajRD8l)A z=_?mj|Hm6I{XZ|Re5IbAm3GZ0|37^JzVM^9$f5Od77I%VO}l=TZ|x<7mV$Y66aiiCiS zLY*DB0`tCgPa?1Ysl}ny;l>^~G5|o$=3DpXCgutZ+?t9UA4tceV&8ht4x)A!yMObW z-+ceDyRqxbi&o)5Mk4NLjt}*>j!x!tRlYU3Ffu-$PV@?)WSYrwy=7D>(i8HnJ0Qj& z&%6w$Kdj@y{_<>JR!WseqRStcE1Q=`XJ;}+1nO*#5B0ajLgX&mc+hF1HIb;(4;&&I z9&GQvGF6x=EaXdC&azQ50!{h$-jCJ;<}*9&U>uczKq_$c*_&k?HKFzW6+_qmdGp# zY7{DlBgK|hIC-l3;~#B%>ZwR?9|{AQRa>p@$XoVV_byb+wFict)lBiB(a(@^@yZHgb77pe~F)Xb_m)52dgRuiPP_t|KVxZw|?ovS#%6C8Kko;amE4UTlkb z<#_lV*_lZ*nbMV;v$SZJ@iwaQkprXN(RiYWHLJPkriB=gytm@m^J9_m>!d zax50c(?cEajovRz6&CV%`S$$L-nM9SR46i2$Fsm=DfVxM>-E5qf(nt%4Zy)2Ep}+V zUBOo08l!CE)H>Y}HXixYSAN`wnk3A|z7j z^N(OGGT)ib{^Y0CTeoGQ7^_;u47$i&fRZIpwd25AqtP$*h|Z>t>yW8C1n%op;k-mp zi7&NusU$fNGOPD+DA>W0XxoUE5iZ7)<=#Hy!iCP~K9V|nI@H!iMo2H6NXyb&*a+^- zu5_}Kx^e2&wW5PUopbr>mD_WR`5Jx<<(MRVQ?mnd8#Ljp*J+EF;HiU@?t0j0AGcXsFQTli!}d>a-9U#a-U z4k_4AQt9nDz27G{9=TzO6;m^#v_sO2+toDGjz;XKI-?hcdImaMnnHrS)m1G5$hhjL zlDn=uH}rmxrn5gWiTB`AtJBybSkX13r&CBU1$eP4; zFUAem_{s|q3<8W)toiKeSa{)XsysVbWRwjfmrhy7P9&fHP}fI4nmBTVVi6_x zj<^=cX&8S51O~yHRQj_H4emOo zPsw;$jrfN3D|Bs&l0gRN|HwY&T6PJRfmyO6m1uw+v8&B?sfQ|OT4PTPbe-;PX>E#x zNocGO50oZcEm5+gEUJ1*WJxF;CL7c<2fYtxNw~k5|H)hT3N39ecSyghmR1vmpZHdeRP|3TXoAYy0TTZqY z-G;E0tO!2Iab0fA#8THC=(BruhA$Bv8XPH+O+ysIp`}!+FmTv->I3~h|MT6?e>{4q zpQB-|oQ4fvCE`vSFKeUxQE#LzfV=bgZ@)TrcP1}@PY$#^|J1RLWK1|Re4ZZ$%lrl= zIwC|2(bNlS&mU9u4(%rJ{n! zDJVsBC19L`Rq#$*lnBE^gs=kJP{PKAmMZe=6rTiShWnY)_b=TYy`Pb6^|r*H|G=?h zy=ep4UxMl6N$}wrIs`BT8AfPoE;m=ODkj>t-PzvMl8l59Red9ZYKwGoEh@M%c?b1A zEr9*^AvF*oVT97@#K0k=r@I=BmjG*)ZL?%OSKJB~0z`>UoeMf^5IQn(^{FnudYP+= zL;$2^B0&O5Bpc8sv;>$2RN|3BOLJv#kRN}d=1`;Q=eU z^gnuxo$4#exKyhB;H`;E*Y2BAwlzhbdt&IZ;~k3gnb93%e5m|!8*^OG^jO#^Rpt0} zwq%J?$xI}|-5pI4ftu$Q(W%t(2UbEau;RWNadgaeIe{1wq9qYI+TA?dl^RG;PYhEi zg;^!G0W6d@fsIOv6dkcvASSFUhe1N0Vz@4aLsYwN#tm_`IraF2jD|#^-;BViJyLsD z0wvEZ1=}%cre&oc%V(4D(f-sYPxn7L*xjCpgosEbKRoUjcmCJq2=*epVts6NSZk0Z zV8yiGyR-Q6rLm>56*2hSQ0GT3474S~1k6rsMNj8?&t}%Hq4t&7{TF}n7dtvSws}Eg zPd$+tBm&05^vKEXk^4)RM&_1^mDexd?QM@eHq;T*@@NFQR?LUp)xx988Yo!H1M@E~ zPD0qNabRcWFf-(<_8V8HuHMO57Bt7ilV^I5^|u+S7Mi8dWg*Cjzz%%Sq_5SF%DDFc-QU{AW^_7Si4o7->JCmu@ z;86D3m4&z7TD*BHG(8>9<-*mPVabqW(k1)gC=%+=$v$O5e*-JmlR2pzl&@PAB!Ep+ z6QUXpRbwI9+=P97k)fgX6Q`3WPR9-nP*W2a#J~u)(8aLS&|T6i{n3Gq`oz3clkbeq zy>@xBY+^iwXNTI(9qlv_ktHA#lO9X|xCgdwT2u$th`4aF`_@$U-P@UkLiwj}k9D;~ z&L3`zsufN(p)L=sZYmXM-wd{DqxY4fd+w$RZWAF9Yf1DpCmu2ReztTkQ@EQc-p!O| zi@^I?`X8zD_4P`Wkq3IX)l**yMbv>g@Gv2!V+? zB<;Agn!#!}%%PU>aA(KSj;5iubSfl5a|VRlAcEV?cHbuH5rQW?-;v z9-l3~_U`@JC5t5Yb;KV#+0&km5i1%_6izOT_mucymr=X2bUOXwi!Z+L!V724oVjx4 z%IVXm8yC3i>4*p&&9SG>^v*11@5~j(=kqVUHrkR1AL~hLv1>q|&pM}AC>?r-;P5oC z1gW0;Z#)VXXrC$*1QkinL9cs@cVPz&=s80Wl#u4h|bX_tzE=ZV1%%aBL?w66lhQEYmSEpJCotn0;^(21gE89p9EHaos8pS(noKikRTFr7-dTYQ=N%p?TKuu zI-RY|=4%t#!kxv!bfvOrRr8X{5^EqV6gC(Vg(Q*y5+plWc2C#I?To715!Edw=t~T_ z#Wh+P34j>{fM8p&G}so>Ho%Ue)naf@l#ZsNCpy}OIul*Zv3OX7Nu}2roSJ&C0~MWW zl)dJTQsvE#c$TiacT3hY#oB9ECa>RJtXZ-pA|4y=Jvq=CQE3Rh=Bm&k_OLf~Pf)vy z-BrE&_OZLMFZ>c9OmyOK%k+Ftrg%G3v`5EtKYD9C7K!$^#lj8&gQttFJChZ)kV`ld ztk!`!3q5$r6I2cF2mn-*aASPo+ppZ1TB;I2e_QO?3xmCFag9fj{h1sI4;^k-{}EtU zbL1nB9iGqTuiVQn>L91B%jQqa>Q`Um2N2NMGW%|nBc?k*9FQaI$)`e{i>1_Ti5aG4ky ze0^i^h`WR@p6WY(s5M0B&`$)m4TJ>{57D`!?K2D6 zr8n;uYIN<+QhW1c?8%|tbi_clFrq_P0sw?4!3(UgA6kJ|kS(q&U`=IMSNxPc^kSMIvG0*7gJy)ZKJsM&D-7>6%4GESdJDtCO!^o6J}2h~U#lTAw~Q&>Rn;8(4AgIYjmlwJU3G zZr%~>zPG?#aX;&_(w2DmiPMLs7fTnfOqOlq;?>zmH2#UF4tJ*v0Tv=52+1B#l%p{q zA*g%|tZs3!832*IsyYTnsxgdAW&ZBfn>VM5l0{dNo_^%e@R61@hZr>^0y;qrBM_&Ci=l8JWv-sVr)yVOu0^)Q9ej zgi_V+Ay|q@S_l~qS@8rVl98sSaC=+4x4XH!E85fBbohwT(}R&P7>3ky&rc5Lu;00f ziiY1uOJG+1=+zP-S%CMmrSHCZ=k2kDs*Oz{dEt2H_X2j zFEQ;D!MXc!;)sBRh;}x`BtWrdXUdhua&56(o6DP1i~0F%aj{&;n^*#@G1O30kxU?) zgiVHIVpXNa%np~}|cC&I?zmyORiYA&uu_#9)Rw{+*l#xy)Iy#%$I*nKyNkGV8K~Alw zrkIz$t%XV-BD!7p4ZVN#`6CcW-3(~~Pv2TXZ_oYp_pjcZt(ua$n?uh(b>u_m`kLdy(D`nB@sJP*1kB7%TPFh$q5zM#Mta&cP=|c?bRWe4l35}XJ3Bl?v;lH8^Wu%^ zzx~P0$;GN*I@A(*;hEzfy3iYSBmy*}mUA?MesP{%MC}(YT-bBe?%LAQ(hD!VaPi{B zt5;2Hoc90#AOJ~3K~%4vI(4eifV)(AO-Yl0j+!u}m{8u!kGCgQDU?QU~-k$)l5*@4RvMottxovKbff!885O zf8glh&P13HB```*sLMxNg!nM=xP!x+22wMk07>SVO!0efjQ{w(sZ6mJA^Y@^*5{r) zdg@4PQ&<>o&lV|)5SK`i_UT5N8R`U56p5S82cTPAid+ZpnWb&9X@X^gWrJ;lX~}Zg zDix(I33Uk9#UO+vgpo*4I1EB?NPr>0APj{Ch5W&|t`5XIwb11;4T%; zVH9ekVoILO6kd93{FN({ONCmP`0POY&wl8{@S$|nKw@B!%uGZchrZV;9xU=37;`Nmc5GRZC{`)oQgy4w0jzl7fcq|eoVlY645JCdOf@0BdG-Md4PWf~|a`Ol1RK@95R)-`OfQgqg zRq+b_Tz-*~@X>|I#Z`{2*Q(#;6wZwnsiJ=dk>uXIIO3YTWL_#Hu z0sxwS40rW3d%vOf?PK@72kwB9K}yBZ1`I4qCckxS@f$zBes8A8Osxs=#OeNLpE%Oj z8jTVVNCafHyzAJ8%l4*$J>1zQCt?9ez^cX9#}~i*+O4bOxl+Z73G0!gouB#0>A}vX zu+TV-nSs0>3UsH{!!)N@Dx4@KfCM50VrfYpU#NWh;_X*1Pn2sI5pc9O^^qr!o ziWngsX!18TKkjoDg~~@W1TYz36krogxnPs5e2zTIa*cF zPe}@H8l5#+4Wi4Jq7?^p$*eOA8@o?h6M`_H1U7BFJ)Qmj8)I*bF67E~7_1Zh&7c18 zsWXGEQK8j%l~|@j_{_-Uvf>46{04zLAWMC~p#y87#;;tPdGXbolk;U}>}aB=&L4T^ z!lB-lXjB05s)2Q%&OHs;of+Zt8gSCstkjUbWQ;?8;$?l&ZMQ&=FU#F30^7`{C0R;b z^|Vg+_y98ykr09edPIp(mnHz!Tg~je2|69XYQHWSH6~tGYKSXvx=+V>w~G>)rMh1U zEEzK;^VQ4aKYnN8-h9=vYF$m@xhIZ2d*N_LDomjFBot#7SIli>)Xw9VE2%TF z^rk=1ma+R@^0@o+U=jr&5K3eY8`RPqk0v5Z*-EZZEmh>qd@h$SG&Mz1$*3Vnr>z{R zU=Lvhi+W(rRFH@^^HRmSbp8I{{rJYn{X(V6i4Z(-s`pbL8a~q16cOl79YpdLQ6TgR z@*c7|#p?JL8IeFDNCHU2!>z4Nrp@z$cIf5n5 z#0_+(4kDrVOq{rnLB4&%>mO?XE0F-1Kq7G1z?SAjI1rDDlM zM9`{%75AkhGibFV4PV)z7I!{^rXx_TIHXyOoQ4u~DOS<>62K*`M_uPf00J>AFl=Dh z5Mjdz8=*+Z2pdMoFv7wJ8zN*FAz_3KBP2-Gz>qU)PL+|C9CF@F9cL8ylq45s84Ljvo|yBBVq-+|!k|YNbpjTQXs(P@SA#Dpt&Nx+xY38KjDr zy-2Ea&+c-qPN?^bKRRV~=!Qu*$avAl6Ib#!A%6KzhX?}wB23Pl!Fr5|9xedi&vi^! zA>0S&-L6^p+q_R#FZQ{l=a1lj&I&;xSQ3{i=B1J8Z@qeRWIR_jDUR03{?rRk51$%r zjfcq9nL^*7qDP4N(D~!GXSo|#wR{%>86nZ$nuvvQX<;!}wn`?3~ zTyDQr9ND3r+8>TwFH-C}sLN64&L+PfW1TB{?&w49t_TJCzPC!b+A@rd?&*Zm>PGkO zoOXRgM*-EnZJ%15Z|AVqXRSlKJ1)WGIx@I~zx9r+Ie#T!$&|OIvVZ%^jaM&EE)_vA zcO}IqJ~;g0M+e%HVM9su`C_ZHpb`4^8oP0L;=1aA*g$w!W#B{D=aU>dwghPgwB|%@I zo2F@Y5@YTjRi_Yq3M&5j>Jp^F8b5+{`PjHF%dz_F{TJu8-vv~CWmH^2mu(}#AwY0< zcY?bU+}$;}ySux4aQEQW1ouGD#@*fh^*3wg&3mhR)vvCuTUD!W9oc7Z4YhiKt2&Jm z?exCnCC^RuOY7R1rjvW)mep|NHI};ewm65olXN-5!i*{vSU>}gGv+DiX-?K*?fJNC z*M%oX={M!km}-yEZNF&*?>A#;ajHAUkt6IfpP$OX;sEiRFmZXMcqWZey0ySh z0u6n4jXM15_>J%fZw1vndg0@tdG;V>vZ^xE1 z1jIk1!V-mxsxOJ2b{}TA1J(1fdy*Mp0HO%E^Baq)a-kUr`zAvSIs6&5v5Ji9@{y8a zNe!gwuo|$<#T(j-Khk}IFc&k0xN+!1M5Af54uluI@K#Aa6(PMv@P)+{L^1a{O22^E_vKmt>!`ELqB9c&_ z2SJCWXh~ncnfd%sU7X>-oX!}H$Nd-UeGpcW->+AQkPD82?3d4Q;Kc)ey4QWb$oV59 zU@JetJ>czXQ844r1#{2c+;HP7(NcRgy5jMa9!z>wx*DW*r1?azmypZ#&AW%B1y)Ql z?l)uJjROB2vzbcpdwop$yZE2kWwE>sG=-JyrSiD5^jy2=+Z{XzhXrPQvi@#oxh zMWWnqS3PYe8-EGYPDnN^n3ifP!{+vLR2|kbi3^xD>`=Zvwn+*(wmyPg*3N8GW5{IA zB#q{;!EbDq^SUIpLln3a0G34LpO8#@^bT=yeg0lMi)y{r$s)_^=w5qTBVpTh19@Yf z;-S#AAR+O}AsMt%Rm2muWcv}^HvUJVr1&C&IPB@r(F{453*i53}KFx;Dyl%gm<1i(z<&oDs2 zh~pf8H>SRa%jtPhuZ)ILNfk$t(BA9K>@i9Vye5u=sG^m#h2j8s=&H0ZLZV7u!}Kme z9xr`O?*cHmKyr^Tw)SjXq`Er>`Zt7}?!m;tviL!5QstvPGZPkr?zoy-E`O@`%NuZ| zf7)ykl_aWE^4#ZSqAL~z0U-Wdzx{kcOtSm#Y{`~|ZQ!|mzhu}4mR}f4p?>6YT*6t; zGeIvISP!KLqA0Su1rx+yzr1U1=Ct=|)h%$#{oTO8J#i55=zd);bk(Ip|EAM7!INZS zbYqv2)#z_Xv@AG;@Ks0Ww`-0Wu?rDY7CIt_jYXsD{o-27s!LmWdNdU%Ih)M2oB26u z1f_s`Ejc*@y7k4w(}a6d2QEI2r)taO-yR33+E;FSd#fHVh1|`><@)!|q52f1m=piuluO z5D5r*(1BH{?9bz;TxEuRzK0*Sl`7u?3xC4#skmBKywA^0_qLk3sD8(jgc1qFc=6R& zMc^(?jW#6lghA#vCYUBj2O9Veu|w}E1q|M zV*(b~+x63;hK7dz1GD%#c=1}O7Jd@nwX9)&Qo}I|7lq;65QrVU5TiL_*vIDL(5l9{ zFx!iXwYHv2Ah^aepKp(`0 z!dTc#gm|6K&Enmh;wEk%e=B!Jv#lhIZeU(4ZiEjg0#@g>Ylo0g{(MZDA3D6wl|tC8 zie3Y`#>un?nUh62iUZ%7(uGMkb3D~P4qNhal8GseVN6aM`Wg<|yE=u5*O?uiz@fcCGK>ZcVZGbX5{jm+rL zck&nSu7pR73{|CUikf-yqgCKUNGguJQSbU8p-THnvnbg?=rQUxq?-9-SQk?o^_$r_ zxdv793{jEL;ei+F%cj)c`GOwpZ5((i6rV?q2jnux^X->Iq05Z(C;;H)`}Y3lQ2_HQ zle2u=`|(imj8t2IdDyzcTKhG~roJ|8{ZS&Wt1oQ*+|t6mi=W_u(*lMD1BKH za=sGPAzFygIu<#H%0|Qr%FgN3O*v;wN-xvmMU&^0Fi{?05sr-b0d)(MAf@eZDzp$S zwB1M8_bvRL$~t~cIu5=K_LsAx`#xV5=A%6&AyU)D%n_2_v-Hy5sKwK^%+cKT0Cc|c>N2E) zY%5FFB;wAGXKkb4-p1+nT}n5(QH?CwI$AsrC=*1^b-`eqh%SdX&M}Qy9p=lUOT)M~ z-kkNvwJebyRK}RdDo%hXrt9*wr!+D~PB`EpO4HHD#_ z{avXSqB6vwJ|#27X2-~aOC~)mnm2XbJH0m>wAkN!aFMPRs&zCBVoCE|`{QNM{~h8qEj+9ZXX4b2(BO2U?0YCO?0j9~FX!^dyTVRZPss zkPS=mfJJ$`_Jg@-P(fRE5|H9UmJin(>J}>KCG7*JknbQLuixxg#ne9wUqw?_qWuqzD;U`M~;zINv`o`s_;B z!TDEtZ4Xa+WSA)oj)GTtxkLmLr#gE+i}ZEvPVAP$_JKOhP^JhO4XudDI)^YiFttgG z6We8>>)%S_aad*8xM*4ClqMY~OR`|Xm#E1>>CPnDs}Y#NP`WEV8;;_lFXWJN66ATu zT8g?)N*+7XhCY_E{Ah?H13v@RzR5ru=LylBYYn+cq3+pxoRB_eeQJKKQSgP<2vR5X zTaD#(DYe*-ZW()?Ti$zn@-=oZOdU&)R$tX9wI_j~XrK@#4FQ6Hh`ooS0O6ld00gsG zTuEIv&;t7TWhB9c&GD(N0++;&GI?;a8f7!&gRlaA)x={jC;q#L=s5teKUput^Agt$ zTc-FvoYnW?uwyc^VMKV=dkFMvaoD=Sgd?Z{)|ics4&kEDrYbd_fiFybnn}ikGHjXK z6%{H?gYh(k{U&o(vdXpUL6U(b#~+XmOsLM>&|~5Zc?zu*s^?RU`K@L7i)KdUB|n$k_W#qRGrY^ z(P*1+(gmL%_dnq7&F+I_FBFX2Osd5bM`hkZao`APF{m5HZD+H!M`su<%CRR9dx6%g zof4#QHF5a5${7lcB=J&lW>uAxX|_K&+*$^GK-rzT$&9pUi14IpX%vV`>zSkRpx?U_ zL?4^`gim0bsrR+^I6%lgmzz+?jn2Iy%~fT+?rm(Q?=j-i^H%WV*tGuL$;O0w)0+{z zx}|K@HEglfZ>S9nsppW#~(sW>-M66(mG zWentz;#u+Ua~OzWVX9__quMM0KD8$MK4{+9VLA?+-xBt##93OrdHc{nAUXuZ4{tt- zvB%P+U%M8dLiI!>n@~j&LO_5!SW>k=2j`^)61jJ-*i@& zt`p|iz;KamR7p_+L=iGPg~6h0=@MF^cw9J!F=~=iC3G)3pGoxD%0!4AK+|P2Fd8Xv z&|aUGom?8IvcQyD9VSz|2fb*GT*YBE5eL2KW^r#}x+zIu)|~N&k>>`6bdXnQ{S2>Z z`gG~JqTf&P5fKq!c+tN8wvCjWtAt{HbOHZ=HY@v?%QWB)YL!r*b?x=jzxlJKv6-u( zq2a1h(a+k+5EBt?U<30`=iS!5B+f{A^dS-$lr!WL7wuhe%kavHF%)ifl$)o9;IRjnEF*g3sNDx z0j~HeejjjjsWxRqkW;PW@fS2!&nQyD>d(b$@^MJ5&=zC%`>ICBVSx7!8l@$zz<-XN zlf-V?-Pvpi6V>9(O*6z$WTX0UHSxdNHdF zNh{1hs>!ORtG@Zf*L3C*tXK}OuLWQ7S_f>^(Pe)S_j2|919L)eE%(G$#bLg7F8LY+!4rd@EX-k0J!FWb}@PkjeVhRUxxMuKK{gb4+L_(DER*P~%&QVLQk zy8YMwXT1f1K1M-bu(bZWIY+aGWvLc=={xMb^}arDL*$~eb&(Qjii}Y7tvL*M-t3$n zY>i!q+9LX&9^k%#pwrq;r4FYS*L|7elZCna)6&`17GFDE44G8>mpM(vH_$f|*%9p9 z+gn0HLP-`(NJNGP;D0wtK6w(LqQio?{D4;V0K1icZ4<@C`#EiNrd$)6%=;VpiTESe zt77MXtAiYeKmLUwNdMcHp#c+IW$1T~X!!KUzW4zaG+$sCaM3rDb+IH}`@ZeDkZlNt zErX$+4gs&L|2dIDuPZY!xR3uc_J96qz8BZ#97O`Po6HmK{jDJH`CfID4QS2XOhG)oDc!zxLCI>~nQnl`MnK>yBbT z(eoHN%F8<1w^>s$Knjs_->m}e$aQ*NQk4#73oKCJ|Ly`q!+Rvi$J@KrIciSp!0_W= zRG)80?tNv!M@#@6jL^z$SKsRU><3{Lr--Q|4TZm+OY_-+$8E;cgXO>_v9*vA&<|62 zBk<^E3%B#-q_=!R>oFMkP{elETCNz&{+pI#c`k)fq0`yOVPDmN29Bf=eB+C z^~3(V0aI&?^-od1M|wG~tLvHG4?lOF90c(}QS*E#$Wrk9TTJX>vRuzA|5gba+?4nT z_V6B!oOrfo%~lG44{g{m2}glKrUmRUGcQI$hd?59sg0QBPP=*gh2C4ACBaXj+F+1A zIQuB{zF=eM-$>=L6Thl3;`0UsRe^~ZIqSOxts_Fz=>`-8u^?~~PthBL2s0-ERo?>@ zP#6rgxTSB-$ph{L^0)d4i~^u98Dd#I|H95BLEwY{UzE6;UYC^v0^HxG!G^hr9J=k7=$BxR=FZ$hw3u7s!mJjnK?~EywKQMI-FTDj2 zIQ)acBGX`yz$`41)BR!l0mjN%_xk*q{^vM;?zXN=mb|`~&12t+x!G#SFg^3`fY;Fn zx8oR0e9fxM-qbMRS{3uzpVBLl{1!sPjnq$j_e8EMrinSkuG3Mzzi~QU{P(Mdv>2zY zl*_)~@853a^-JeGKKv}cxB0#{U!7<5gl)w8Z!=4fqzmVRT)J1?V{xeto+p+3Hlktrz(m6GPX6k`iRe!rF6dbGR(# z3plqieBHtBYiFEqVc7rjKUe^iriaUq=ex8j2Nk@+ub;)=Ha{Msgx;wA`ksY|K69`W zKHpP*znvATJRLl?8Xm`6=F1G`cp$ex0oaIB!_v4Cx#6%fB@Ok2tKz;hZ@SAk{)5I* zTe%3Z3l`)czBVQwU-)r+2wBoJ@HSi?5d z%lRH0Qc39@NR=S=Ih`;E2%z2e40m$ePZZz=6!%(jTxXfqzfCNb!S)8J`<#E~zWwVP zHz){7|2I|eIn~?eu|aQk820vcc$c`RfvDfMvqpz|KEOq})1I zYaAm^W`4Y#46Q}@x>+7;NggmQP*+`_n>&oehFv&kFP9%NV7^4a@a%NJ)AbnF=kUW< zmwn0O)&*~SKMGs*&lB0Dk1;MAEGU57%(U-w%UX+&;PWdn;xVhWtl(1XKA1-VeCCIC znKZQ}P=i*M{Q8kUX^9Vh1EA_{7vYuqd)*|3AD2(e znL7kWEC7GSXF~K}ODQe;g$cnl)CDzC6w^hjd{2y&224)wnJIHug!AGwsuNqv{*B@A z9K#adI3Cg|d@vn}x5ICNa%_EC%>1em^K?5Sr7;9#lqzCO&AC=@ahb~1g*-Aiym_GC z9JkQK_%qQl*=CSY;OWmdB&I8N?${t>j;bxfBPwozsR#g|X`A}|+7hpC%)k~mvPeYX z%}|*7a#8>jy8XJtLn~woLnf>N?aZX4=|48X?iIwbCRX>zZBft(N$#aj-T#xLfxLOQ zroyy}DN{roQ#}OeP2#&E@9>f!7Zeob!TWeo^Z*9$dv$^1D`#E%d>_17(`8by8hxhL z$Q<9Eg7_NrX==M9fABTm`Tq{K$88}d*t)>vg<|<-_B+cCKHbbpcI-kszo(I50H*wS zI=tlk(#qp%`q3Jd2(Stty0zxL<8nO4Rx#hDZD`nv^%I&^x?0-GZqwwilL z11ENyT2eiaemB7IxVm{-m`NDiE8EMCE4CVP+AIW72a6li;#(6LIi@lHb>lO(Q@s zT{$`Af3C2q%pDVO6A1~q&E{nd064AN39)DDf+sAc(d1|VMqm@ACEI?E$Ki#XIrX8- zifD_q4CXN<9DHOneB_c6|C(+|+rEd_uVx2}KMqXn?Wd{1$K*j(wb$O^>vMM0)BTGXQv4hOJa3+PYx@fEII#EF%MAAXJm^Vn?TKPjWCqlhU^)V8H&9Ov4apfA8_Jp&>*iL1@(50VUYyBD z?ZO~TZS_uO-~w>e^TqC&XJ6vqdVjfl@I<$SN9YWQm2(N**z8H|i9Qs(k1r<>5x(6D z{ru?pv}}KFyLclOs?xxTU3@Cfd@1!rCa{_>Ds18>ffg72n}$%pv-S|g4h5xO z`4euocJ!81R?-X_fDfUR{0AB0aVTA1`+e`%D~bDfcvEOKxy?i)X90C1NwNkPX(9z&BS0Jsf)g&yiEF3lr-mXl= zX7rA1>=04}=i1z)r7kmx^_Nj6g9X^d*LN;qG|W)ZjX4cpk5?ZJyTUBZiYpUkr z)}d@s6j<;D8cv+`p@K@GTfHiW!}N@Oo%asbhYFszW(zme^iYpNE6MJqs9U`c8EvdM zecw+FH+|-N%b;r7&A)<;w~5)$(}Q|oW8YKALEXl3Wo_TALgB+O6G|6S*>@9MlY&+#7A-^b(%^yo8YW~S^Gt{=CmjM3jO%yjFNUTmsQ7eiecb@G-7bIy?T+_~L@XJ2a|O67J# zJW6XJ6l^JBz6W8^-Nem?iI%=xm&b!EP0_d_@1Co6dwE-v4fgW}*lVQD!5%#J1GP15 zeV?&9*s~yW@H2fG`eb;g7t=NP<&N6I1?gCS`S;3$Qzv=k@P=6*&u1UBrjkVw3h|?= z7~jlj!BH5F1_Cz{!VOQbVOSpdXH5h;=6#KdJ~pRR+3f;xuh-1)Jt-o-xs-UkBWLuY zgfJ{Z3zGn1FmBUP#-w3Akr6_M<1}yf_|l-0k4>Fvm6XIp%^Xd*Vs#)-h+?*&8@@)l zJV=Z#IM%yAEf9U|;7T;h(C^ZJDplwxUE_qN6$Q=rG4PBhBeZrtB(Oe(5&B;2DrW5zJ6&D3o%>6G|`-Zh65P2 zLL9iH6?D5?wp2IEsv8#rQo(d^cPN4wIbAX^m3KrgK$E|tr!nzQDvj`699c$CA;>0F zmLGdP$3OWWu18>0NJXI|JlgYDfXv^pmk;uk&jU)PYgkyc0>SzFjLmi~UTubnL<-o{ zVk(f-67IqUE^a36XggQClr<}nA7~mq_k$c7o=mlI6DKQSkSwYk#%B(#P^%wP<1w0^ zn2hc0n987Ot5z6v1ZeZgdc~L0}Uxm^G&@;AL?=Dasak)av(5v8$w!N*G>{ z9astosie*#i&`G8NN!e(GT08-_mXoHnvhKvr!~aI>PQ-v2lXfCHWBO zsX`}HEsQ{zRz{30x*jjnmvvni^9jlWy$c_lr(FZaG6wA=d)7)l=}L<}7t@!x(|7nSqH_&BB)@{Q%6De7_d2ODK0|C(J+PsvGBr8}(-?Y#hCJS>^!-#vl ze7q}7Y|4Vnt+3sf$($^e`If2<;vpVsBr>2pe2kSjF{~Y+w=Q%o65)ezfEJm#GlrdP ztSK$F;InU$DozslrRgMGwC!iOGUO`2U5WbN)hS|?vli_P^q_*%1A=TZvYPq%53B$v`Se6B80) z2)c5G$x-zmn!{L|y@J{`KO_O}-YA4p8W<`vE&bpUa4<;AU8zgpInMAkO{ml49K%r& zkFjtc!pDIY7~qoC32eGcVV&^Ry~J45RQh;QBCbWlTREabYCUqQ41(4KRvP zw1pU$Dp`?HcVbi#>RC;g?Y=f2A9@?<`6Hd(U+r!0iyt;NHqL)NF#FwPd_0w>$nv#v zhmyUoPpDpS1+d(A6*!R0Z=eDR(+HT`8RZ!)T^4M1S4yLyB@0!nYP2Q4yF_Y={s?Z+W*zle5x+~$cCmWen`?}fM3+mp}H#-Zg!P!oHM52I9ww$Mk zItuy(G@C?70IX2blJoPd{sC%Ve}qA=l3?`@{B+%_dqWd`Ca+9JjOhPC*h&&Is<{oy zd#-$L+H)JCfI91~?qU*m<%7@Co;IW7x;VU1C)84A&YAFCDMb@8A+t)v2-0#J;A^tL zKt~D=B2W=5U}gtI;^FV!4(WcA#Z>LAt(hS3uvC66(4!r*rRp-J=9RqLYuxXe+@W{* ze35}FdI3{w-sPhPn=0>ieNdU3tFZMwkJ1>xd zv3m_7s{l?wGgxU6@B_(+ZM}egqhLx#65934xwf0hm*YY^ekiV~qWK%=p_8MYp`sr; z#Bs{XLNaEOl6^v*xe9WCU~TB0O4vV?nlHsNBUS;>!ZA+Ph5X(g8ZTL|glP&6SkV8B zxuB{iMyepI_pVpY27OmlX!LmFYZ9giJj;(f-RzK9;gsSDpckRGM-?h#=Huw$kf2Et zzsRHlo}&qJMltBI8tQ-LrIGJ0eZI}~T@B@lpCbVm&Qz>M$}&9Pvc!L`gQ;hWA7B6% z)1+0@cS?0*uk0&&jpHOZU!Yi%#5r6jSgPYChCE1vD5az3sH{?u&@bW$tz5N#gGm_w_G!>SZfO5)7;7pxvnZ_)=-sNtb_HSm<$Y z^XQMf2xI08YB3uh>+mf!lfj6sYS;gwR>`4GC?#oBcWaIUc^Y(OK9V%6fo~l}l2i(+ zgaF70cUj-cmHkewXRUI5Z1=O%w!j7b{20J6E^pCM zxh>r2N1{6ZA(rfriaf-F`7UaScUxMfQ~Rb|&LP{7^9ppDxx~DyQ1$7d)f85gN|9Nj z4{MnF3~?KG=fo?^!{x>>sk-{d&!uPb&eBu#Ws3&JvgaXiI@(EwrMud3E5Qd-C$E+r z3JgYme(p|(unEqu0834r4v7TrTi$O*kgbj8HvmBWh1TNn zza;FUg(|v}X?i+zQON+LsNi*8KKIZZx7Hcu72g1*l1C}c_bLM$_-wM6Al%P@hmG&T zO*K_m20jJ&rjmR7^Zf4r^aUWM7^Z&tRvg``iWjg&Mgs>F{pbYmE8*Y}roUZ@n`;!R z3!7i5qIM=#9%E$}9#$UIROOD~T&}#nb04m?C#kQese?b-Zd^ay)Xl(>L6OUcHO&tj zHkFAvJxdp54N~j*3qqndEuDA8N@K1qvdAy`$Ck5$-$#fm^;6oP9$+owq{bZf{GlGX zFC5R2@Jf6>dlG@HXM7iG8CSxhdwR>r)oA@|&VH3EC@z=cMj&opnNvP$KU@Z^Jlz_u zRfC`E(hwXnl5gFPFU{whv`Y)F{?feil*ReH#0&ey?8!-BK$@Rm-7)p1K1C&4s_HY* z%U87}Y7_YBth_cZH=hVe5;7H-pLH4qwF|Z*-ce0+OA?Y7{-$3d)A4IphB{y8X)A?e zC(PwHil;+6n2Yn;#8FH_pw;^n^Pa6*eV|HJ8+BHUjVO)(^8731EnWltfDR@t^`_4^ z(6aWKpn^Q|1M}imF9zFq%-Xkf@+^Z??2tF9q7ANYbBGN=?G=Rhki+eiA*0{eYg=nM zbU@d?6&c)*OJ+!vE!*$A$KsR^=__=oKPj9HjU8K?VN|T$cp2%NtVLz`^d<5PxmrL; zrX}yZ(s>X~YRoD(AyXVcbgETsZ2AH;y!nu@VOlpM?{LtpqgYPK%$?>3~wR3zRYZb z>L^GlL)wYd;DQ{b3(M}iHp>_F$PUK`t&A>Uv@oYEs%NcZ3>W`opD`vj`*#1tuYMin zFx7SV&4GJJO^Hf<)k~lBPun-2b5WSPWAaO??{q#qV)-#9@e11YT`W%Njx*apSGW^_im{x9cFxSH?YYql2&6J}S6io>$I(k%-1=r?t#5)?#F!68zKdv0!;&QBG7%M z@fhDB5WL27_mJo!jFE=T6vC=2jk%!;HFy!eqw8Y6A$IU&Uz(QrH#UL^u1w7R?O4B3 zJ%*rBaa&HIr9o-_lY%8!I=6R6GANk3)NBs^U;Hk2ydo7hSjz_M&=gWM6MLjYU`e7**pqzScHfJ2lr zem&21)C>C@Fc$!Qu=wA{T`8sI@b6hAzQCVQwJh^vw)&a{PMbHYj2b(&7Hhr+(&0uA zKMZ!-#Z=wmsq`hre!txxr)L6UQiD+w3?WpjR{c>Y``u}bDq}LP;-CSsU4oX?knMlS zts)Z2-E@GkXq6sTNLU597KWy4`5?$8RZgn&Z4|n)4d;8PrfBib_<5&Q0!KgW*ZiF` z*Dqn^HZN9W=I(Fl2tF|@ds*x7YlQTiXRw)X`zfN|Pvu5A7ysp&4p5h+IKf!+heveo zOjhxD6ilp_1eFP9Wsywd9yCD;CJ9}AJocTG8+4R`r>yQxA3D!n#d#XX5s<+Bc;4r> zP;mU-_XK}i<>A0E-?Ka>wTk(^D({4kn!fzMg zabjSxIAnd;>FJjO_(G_mHPnt&%jB-$+mXP8CfK&y>MW{mu?nHF%xy(veH%ZE1$rBXr*7V%8dG zi2snxl24LC{I6teSgUXcds&r|3}2uJ>G>X3@ZXa<1gp9%wJsaLk6Wam!Ebm+(jzsA z#pKrmeU9g6Fh&)+DnrJ_ZXgP2=yMo7?V97P7Iw!@gPX>bP^-w=?ZGT|8Z2%$QU48j zcnhAg()5ByBMLP??DqM11es*_>$JBoN1R8Ypkge6`5Lj9>}eT%olGN(sX zYu(lDJrk(+7;;JdGJnnn<+JT-+gyhjyvk=Hf-6&BBR03!ynwfI^ZR9a=O~s9bLdJ! zuB)pXx9MQTl?~?!#>0{&!Rx<4e>QsjextW*b_MaxA5Yd)KOU16J;Xt*iS5*~kG!PF zy2mSf$QFW31U=r{?g}2{sOQ!7-(MyQ*Y#>d$I}LO5 z@I}ccPiiVK#4#{Z)>RnO)pTQC+h@X>%Yp#nc)`V`V07*P+*`p zaXkC(nd+&W?qf9~1l>4;5&NbHh9a2J$8_Mb3aXr4zjR;;3=fHFhL&@&XMSGO9bLJI3#6hktU2iwzci3cq|7((8zbY3Q@{r2m!3zLk{aN(Eh^TBB#f=~oZbH)oi`Ni{^D&ZXg~=E_J)jYV#i zDYWr@z0%y7!^|x4-wWwO`w!0lbc_+n4dx_;YZ`KooGRQDx1uH{xhZ4ZQWMtM@sI1= zl6qyfD_@7}*7Q*Dxm#+QqAtCjBGYnJzqvgh#sA%-c^d4DK^-(pF1`opcg%n(AtA@4 z11jtFSO&4?e-5SG-s{M6@*n0)U{xb1Ge45ZIhFq6(qnxpp@+GZyMV?)>`naVLwo^w z0S9IP$YfrMmq)2j5puGmb*;OcN@D&v_1Wx}tXTId{&;wN=ko1F>{2b%(z{lOsv!sM z6cs-pwHMGkF8z)(BN-vYw+!SjPAyj1+ry;Q*o#~JT%l!zndO1$kWv}J3It$+F&ez& zP6mYXB=n`Z7@^BRww7qL@R#VWVVG8wN2G_xJB{(MT;qX8=^jjGhDEBwoDnJ;sp0Z+ zZ0jj*YO|W0GIhflP4rwVWRe&LCON?u_t=s*dE;yuwy<3S$K3LI*(Q#7VWPy4J67hT4oj2`R^tAnwJFeWayCjXY?F>v2;#AHztk7(7xu$gc?Ko8fc7<<0s^IE~7qU_+=){H1qzfBmEvgrB6Kj+~ z2JyyU1B`2x`2bn3b24Z7%$S}-MxajRVx6xQ0#Fw=sG(|7*N3Q}|G@(A__oDVHJq|M zvKQ60t%*2?dsFI&R+SE5K4fl191Sgukpq-OO1MK5qhJgY(WDv{$m|H~^m;7+Z4id& z!c>c;i3*w=+8+&a)KnQY7_+u5^Rse%UKOtRJSY<7>D0CSog<(rFR9Y_0dK#?=|VDP zl6OG<=P!&KuUzUZM+csc8VvI0BhSiA@IN2LS_KC1K@( z!!lpHPt9a(s}jMIEDvQ1NlH(LwjK=WG=Hd(+Aj>R0j{6rQtxVFWp&(T{e{qg0k#@^ zoTy;MR9Ee9b@d+~6JJ|iJ$%2omy5D~onIujHKhKprRcaUqrdG>o#r^QRPy)|4@r8vOH%G!Vhkfo_Tdwj-u0xO!frBfV^{VrA)w%}F0x!0P z`l6P2-)VW=_IJau@lQb8xqNM^slS+vYWrKcw|6<-3$Fx>QDGm+lj&QL`OiCR1tcD@ zEP!Xp?`umaf-HjgWz9SSI>`V??g5;F9P22+&UddpZ`Vu=GfWto{pWH0Vu7JZef1c0 zg2tfoV{}s#fM`3=3-HniLO&k-&hrd!rNng&y9ToFL}&d z7;BqMRx}i%oEfVxp+DsH+s-$BmGPa5KdGBV7bED-)cO6DFx#9gOsTV&sAvNoodh!g zfrSDoxX|-Z>-c$Q`8JfE^B%)FsPk5lItmY~lyl}+Y5!mJ*~K8|eR#gxFSk)Mn*k<` zmFP*yY}F29h6%cMGUKm}rSQNW3hF(11JTcG#s}!*JAN#lS-nM>Aia> zAXW)&Bq)PPanC1&{1q>SX%UiZd~KONUi?NnI|Lt@mE}VX7~yu3IzuoD3l$iI2hYOP z{Zs`cFdR1L`&?uVH@M}I>Y2J`IavPqP8JU!P2D&V?m0K1T}KagCUy|$4GX|w7tJ>& zaBm%@Bz;$o5TRB%XO>#JINKD=beXzA$kwwZ=H^dpke4&?VSDZg+1^6H5}rXf_^X{H zlcztKfhEmn5cgXY_weoCUz=zU;ojOu$mQGo=5}Mlt5ENF-Boa|&s9u;|5c-bjVj(+ zlM6Tv)8%pLx7KS@*Ksgz*V7@3+F}aTGF~I}jj$*!&DjZ`F+|!(VpT(zHP(=T25XSD zlK7|FF!Q7_E~YEeA{V<8}oEBaG9(7U=5cEJcGtcT7L00Gmi+@)i8w}`mrS?6!ncA%1NH{ z&#y?DkqxT_#U8XT{_)bdB$TH(q7^O{_weVwc-{55sTkq0!nN$)WbR*T2tXl}uc@b8 z33nOXlqrha+DypaTrsw$ez8VCUY)2&9I{qMr+?P$7F;%Dq3O~LC3sQ(Z`kNjPfOlmlJdsV=OdR5;ij+!dmPwylJ=DgNY7lYF74WI%r%k^br8 zeI|$20P`+`^2SS=l`kbj>s|cI-Ky<-23K|eg^;I5se5>JOsyhuufxlgpW&{D<*FmS{$5W2~;ZVYaAzKBZcET&qg;?QGshDt8GHRwg`{L`@ndSC0>XDC1bzVo4 zM%;28gl-)at-ajXHV&2Agg)1+h1(5Sp@x?6FQ6aFedu(1MsY+J;+Y(C#hKR*AbuLh3$lwlzDE&m5$ zk*GWaALkI*)xG(3&q}mSr^h6RHR81dagq6^`N%PRwnC_m?FsjEl8?KB*e0-cBx#+B z;uWQUkWrtCbRL|}@*wONgEp*bJN(i8{78X-~ZnG?D?>tcAqn6&fuN*%xL`Kj?}P99FS5T z`G<$}6J2&Gc!y~4ryb}abB!bpDLgA3LzP2XzjX|v=g^!z*o>~u2|vpTPgqkz*oQr4 zrkEUC@7H(E_dBNwCqr%l;`%1zNvQCM;&KAxmY+Ao3_+wcCG{|99)`Y%;7Px z^T6$Ped>qcv}`8%s1~^*^$Do{(Mo@u$xvfzj(r z_ebwf`7aqFpL6=g_Yapx@XNPsb+3B4kg$2rFY$pp_fuygmBsEG1^>n2`e+`fSRRb& zhE0_?_7g9eo+9%rRH6jSe8xhUqFCf%^MY}|i`8|=n#NP=(~h+UZx|re1?RJUS3!>Y zFLDw5A;|@teA?an4^YN!m&+Q8{q3Q!h(L@=wL&F%*h3m?ob>E-YZ2Q+lbMWZ$P9`N zF1@bpDByK@@i7$;p9&{Q*8*siJfqwGs%%@;IIq?36c8&ZI=(TE-4h?mr#4Jq{+h(v zj{C0_4q%z8)NR0inRBu1`jRBw^2x!{4p99@x)EcjG1|yaHY(&(hu_?0AAkj$}+s zjm+pSZTuC`%lWS?3X_1G+wV~iHJ*Kfol6}uCjEKsJ*e19yyu>kW z6rP3?8>8o~#-Ku!+FWL6K{f`v;Ne_&FDk~CbH^?Im(-3p#RX34KBJ4p6|qW;p-~U6 z-P`IZzy0k^&}fUHklI7nJ*jxHNzKMe;F3gfn;ugf%=q_ma8k5L7DJQJ?u17=UW(Te ziji0^F#`z3hbdAZ=6>C1@#R+BfRpVl@v;%3$o0Eh`^jsjPJ2Vp==Smkd02)?cMNljnTR&c5TOMaEB<9`n zFm8#4C=!n4eKJkY7~R_zf2w6E^>#A-0-%JL)Qj;eovxUY`@UR|TsnJ|-8U~)D)bPT z>+g*1bH9~&yZ)BC-#8ju7;o?T1@zx7LN=|L|MuBH?Y=_=aWs^5bs+>P6O{jBiB`NY+*8cECO6X|t>n@yl6wvTF1RM=W% za?l&Ynt$_&Iyhl~0?>aCDa3N~uwdYMs6w*-o~+mbn&ax=|_oc*P4=PvXL8MH~<$K5?M7EW3OdJ-BL6FKC+eF zMGxs8IEc_?<>XLJ-M+s+lbR3`T8Z>b3}Y2$_TxXwa8a5jH~U+Lbpu~q^qF+>H!?T6 zbYQA3IgdNZ{il6pA8WFdG&c-` zpKdu}<{lHaSCD?!hHlxVV&~BZY|~LUSCxO|3tK?snVin zEYSX?SL#^Fr2F}Xy8SotRidRmROEMat$~;c3Y>8@33-!IpjxUZwNCzz4b@~R3ciYt zN+rs`eiHGdzNjeE0xm}nW5jvp-OroPu75*Yfq}PJxYFydt(QK}mBv1ObXfS>fDKr! znh*oRWuJk+iwsUbeNF~jn;pi4!W&*-xS{Q2tPBEcrb*vfwLsyE|V&% z(sHl(m&rU4gf0SxVQTn?dKSer!!>k;H2-cwt7%B(EA&^u3_i?!Bz{D>Mx&M|G;0zI zv%e2NDM-i)epgyWue=(9hCjs;o%r@hk|)I8WT7cUt4dYCROr7pL@%vRRGP(DuS4^k z@sW<3Zrxp2F;$!pkHp&Xl{4IYg|DmzosUA@)tp8auItbEw;y_3x$z*6jiwz+krV%v z#+*J`XQ#S;sscjQxM8#qp_ESy(UFSNiy7=PN-#bYPg!DtF%Rkb?NJM&w@8w-6iK40 ziu8;9)g=N!O#wxIF`=*Fz5J0#`3bu@1pX9E-MG%5f|3z_acr`NUAu!aIw=~uPX}*auOU5#85zKJV9l_V&s-D28{j_?^CPJ&XM2bJL^rYwmo_>i;T!j^`p$s{AUK z_m^aI<1PCE%bmxF%WWafZnDl+m~E>uAVpet&EK-YUp{beo_eD(+QiQ4 zc=}1LiVtH+yb@(WR*rkK70&|*@s}}bz{>C6^7{BqiCbWv1_bqj;PIrQg#SWebc3r2 zTYZ5d&gqv9c^=3scj_9>{;*)X<4hihRdxdf;b-y(5R`k%h7jIb+|HV)GZ;?hzWheF zr;~3d%Y%HMMo~)Hr-V}9LMU`Nn7d@ec5?EJ(3py%G=I_h+JC1e@RcnEn_gT25)GID zSilB1L>)4D#PB&-ZkvSm$G_k4T;(eN?@XOoa~#+ko@Fh=NUY0{O#hxV-fvq(>eq3C`Esjb*!6r{kc7`)9QSk3fFz~C zjZ&z}W9i)ZNcFWd6g zey@xne4oYt&7KP@nZihv-3D*p2> z3T;C+xXvC$3{CJzKgbu6@k)t<|xM$52Eo4g>p}rH*J7OS3%N zugYc=gC@u6%d4=oo33A0m;NqhYA_BtFX5(mCu7JOZiE%F6?Ums2kE6&_63Q~3z|ha zyE!JQEHn{hL|??PFgc>t5y$jj5YFhtVnwrMUVMEKI59hBy3RNf27Jbbu4a^Y9jR>E z&p6XqAG5_Ud@lYMTZ!{u=U3m-HIy`^S5`lPIEG!10YH{j;q(dH(|~E2fb#TT3A`T zP|I#uBn}kEZU8g@^P-vaX}5k055d_r1PtGn*2IBSg+7PxnD`d>-}Kl$x8j0nj5!SM zcB?==^R|+0`f_|AyS2ZmYp|HsUn}3LCEOnc1>1PH=(8R?I(~V@Yq{5{U=(m4{RKR~ zUW&MxRODMgu-r6<_$v4Ri;{jgFB3cjtc@n>L%to8YHf=B`(oA|tt zjWDrjUmgWsAnQkc@Q}gqz<815JfHBOh=nclCa!WEZF_Uh2kgoJ_M39f<*@su^fBlB zd8~c9u_P{}{E-?T_`)>B--kDY7`MSgXg3w~+7=4^(9AeZ3WICoprdB0iAlN0#g%Y! z=nSF7ML+1V@xq5qaPolSE3m`5pI8wIk^FN))F9LWYvy2kv*7!P1)7~>W`^^k9{H%8 zT@O}&rMf1!mv`2YW7{p5e&X&~ZiyYSe7c+TaDQdu%(k5&lV>P^ zQ>vrP69&D~;UYHRpZC(e1D=A8mr~LlA<6?%>YgylmM)8cwM5HE}PE2NH` zUvFw>(sf-xNS37`>POI9MtngJBR%VBMM?2?`15r2)F~?&e1td~XB0Y!JeAPw8$I&? z1Vx${5Gm!;Q}TM6*#e36t%(n%J*ONYt*TW7NMVJa;^GxO5RFy0TDtcyH{Yrn)I8gQ zmi;LTJT0)7-BDN&#Z1Y;gP}KFBd*{Ta<9Ek90o@k<=CY|T`){|I`D& zz95atSlu3}#AS9(3(%=nuVm#II_Qe&8BkDZCgyNp5C?Zw3*a+l<~VY%iA(nMic<`h zB=-1CT7QhH_Gnn!tzO1xbB0Jc<#Q2YQ#|=YvEW_7^?$4~DTp_kj&xVS0 z;{PpY1S~l+q zcKT>WVh-yL!Z-sVeNiTbVEFzZWhUuplcFiZ>Q)+F4g>XmpSZ>2 zPs=wLdrHpLo2%>RLXLZ0tStz_-!&6l{p7PI3wdL%#se9XWO>jw{nut)rUN8b8&EYE zUkBuFqnkW)T6+>P`;KbU5E9j_x>E*<)9M;kmYj)o@^q>D($k& zEiVPwdDym+RGKknLNS{LBCzY^k;oz0=ZYBXd6o4mJ@tfp6r*2J#<}!UD85mZ5#iGs zw^gs|!wKT4b}_xiPmpBSG?~sn=Fb9;U(5`@G?NdN*r~gZW&6Au2+)aTvd$Z?u+Q=| z2o^^gJmT}$C|-PHk)z!oFA28eo2vOHBUaUGXx9JjB6jd4io*k##Mvxh6^uo%B7wBv zXVHv=s)gXK{m)bAjBRhbFS%jtTqm}hS?KTbp3>X-h0+)Pm)vqY{ZicSa{v8p&Uh`Dw9uj;CAM_f$ z4~1kvKbI0CJgSHrqBQmF2*{|-BJmeD^VG=9lql`t3(9z=9g?5Y2n;O)qqBX0IP&*e zgsTqgra?i$M$D3vM*P084Xs5tu1>)F=USn?Jze-_lO1b8)2XzcN`yh^4rx87WtKqy z&s_xYgLju9@8VhRLIE)5@H(A;ok>W4WEWPygk5iJ1A}c63=?rp4dhK5IcT8JfX%Hb}&7A>hjTYvmSoAOR80f*0M3^eabTXTY z6TmMPQt79&%~hk5Z$!s99doYu1@kuF3z>Rg`sB~{_|3b$hi%57R# ztXwDiO|!A`_2w8k3o~-UE6^k(p(Xc9WOX#y@iM@wYOG(${`}qftE`5-BRN-(HS!o+ z)z(n&e00G~Nq9;5_sQq<Ph~5+Uv;1N#*}zC*=D4d0ti%Q_vp13izT8$L!D zh!lWBlLI$$dhBl$`6nRj3*-siL5njHr!h%9RpZ}R|3zInF-<&v6*|;MZ1)lht-`-| zX0Jy-s!hL-K*t%;sZO+)fy;p%D@oXhxy<8CRU4}|u(1 zU7=n3tj^Sssne$yKPt$%L%YI3QLcJv7q-=rcGed{&NdEZ2Gx7YCx32tu&VHZF?Z>& z3{+5vKV9in3HgOZ+P)$3UE(U={ib7Z$pbS3#hdhWzI;8)7w8uDeyB8l2hTWu>7f#W z@95q+F^l-GknpjTu2~NYpXV7ZJKK3UdUbNJAC95xH-$qpgAR64K;;_HzWE+1R(F{)2 z!y8+Re3X2CY%E>)pMd8Cvph1%;&%kTe10yMvd`yzdGrXu(iw)sBg1haw=XUtMT`^= z*Z3w*8J3|bI{*cT5s?66OGcuKo1qmx2;>#eFwq1}7!JXcV>g;J5H((gSKX>gw^_T| z(iEcCB}~ackbVKEmp2rpnE-NhLy>!D@in$#vd}MdEnJ0r@d$z$W!IU@(O~*DtLf@l zT_h@s#Dp=JbD3Nf>X1%9esEM6apmEhx*h3s9k1#NhL?2h+x+;WGtP&q-qKh96pYK- zX!66MPHkMqiBU5svv^P_o-os}!k!)P>q#|MOS~3RQ)q)cY;$D=Svii)oM?Uu&54bu zxhIfIxNSb>J+Vi>;nlA11Uw1kHgffgr1tvL69`*YEnVdG!E1AcKl@j*%;smD^0=Ju zPWQ*blJU>?Jesbj2@;U~WY43`ntS)-2;P6u%CnKNmJ~i*`F%)J1!aoc54RX%3f=5^ zz*0y*YOa7Wmkl&sRwO`us!ByiRf^S1^p_p)yXKb)dU97nf$O!R-*KXC23RkUV1-d5 zzn)K$W2Y6T)BdVi#*au7qFFD8QO~JjbFzOJQ!!Fc5zRQcyD3*e>C$9_9+HGmPKB=Z z{lp@-?*1rdDJ!EVT)YDT5D_k5Yy%?3DBvQES!RDgpmK z-L3cEVI*FQ^MGK=#%A_8%icE*(VL(|pGz*=%dH2BZC>>QKjbf4Tl@zRul7W`K2Sj_ zh;}R2cT3Izees_+GSri{Y+d~-{}nAJ*!S$ub`bpX*}~x@M|(svW7H^3tRIR@(0s-C zO;g30P1nDNc8BS>N*wuUvEw4dRwIAq$eqcdO_vyKwRWY0gj9n8FjxZlvAvXQ5-+3g z3r?#nG?2qIFz2W)p9}i`ICxKh9bQ6yoQu`pR$ENDDn$Po26PS4ow0rdEuQv@uf3oV zPS#~owYg?a;VxF8EjP$fqrzP8ITdB+70GevhdBF_n!nQXU`e5Bj74;|cFTDgPRX?J_)gWTm+{^=Q6(?I)mO6jg15;I@zv)#sTMBUXRNvmtLT~*TG3*2Lqq~ zs7t42cxF^uR#a+cFbuxVny`~S5XtyB=KXc-h(P|Jo}Db$e3QLfJ}(93$sL3y@&Zt~ z@-foi4$OpLJHoY^1u^U}+9+D63tfYxXSlk$Y+-YT|Z%d9g-?- ztd#3>@P!1;&Tl)EeLwazLpz^0P0wt#EWTfgM(fLYwK?K1tajn9} zDYaDN%BgBf@as&(-(e$D3EiCl1t^Eu*;UReQzG9aeF`0E4)qX`eXgz?s_}lYY1NrD zwy-a2Q(tbbvMIoFI{*Ap*P<3DnjcoGQ`Iy`lTL8nn49hFy)ZX(jtkc$u=lZL^iHv+ z+}q#&w$So1E&qA5IY>`J9kAzL8!)j&SZ~OawZZcFj2oNBwAf1dKR6#bJcu$;;GbSj zt3ADlM0)#WKr*S-sbJd3H`aE+jRoX7J(|6;e;n^`$&VRFjflMXy&1H9=eh<3&qsEf zHTO;CrhkaeE>piWdDluCz^lQO-8>j249W<1elp3VNp<;%Ts zfG3{>7(MF#6Fr6pVIkrnp08I+M~B;b&{=ep7L(Eu@$D<$!b6Hv%%v?)(cpb0rU%+^ z#XrPE4D{@{K@00nO-=T#c}C_L_eSlID{_?Yy@{T9b)q@HLL?rM!XH&`^N?2LGr`h9 zZGl3F`f{qqW@6gSLN_yY41MV@lorr4M2mIzUK zvcjmTmSNY{X!|G09TxW67nVi+IrsY#E)MxvFhaKMV<;o)#z#z4p%FdkJf#v|79y6K z`~&T=nGS`vu&%8s6i1Nc{Zw`hzO=IyA+%R*_2GKe@f z{(Y@h@N+Hj#raa#=gzkU^2#}&>}_UI4TOk0lPTu)n2Q1)_eOPsfrc8$lv{!jx)}DA^{vXx|~!K?k%d9ZkOM% zM}tGd%fr*XZn9I1wmocxAJzg2^-mT~->|rqj11~!;wB;^OaG?0MMS*Hy{8tKwgOl@ zHM&+oa;`sINPDJ%W_BRHmgPD**DBbd(k$1r-$AsvnKM0`c6^5x2chjTk}--B3m;M6 z(S(AeEB*KS$K49gkHeJMK7eVNoOWByj%#gQqt%(eE}q6kKF>QocFqGItS_G`A2;3r zpKmY0Z8CVgOoH2iU8gO13tkn7$ttW zrd4Kfrkz?6zdV9tAM$8MZss@b1e!B{ukw&|J-4SPh1-)E1Iem@z0PhuVxlTSULfPi zfnK=gP0TjPERaiiTVvW`3|Jnn$DpO6e{=;r*0a}cGRgTzK!ATXfvVy5izZ9Uz~Ass z3deGXy*eGPE2~TBtaz7@aND$vzSQJIZ|)+!N41LY?)2fuMee2F)US{Ghfu_81RTMW zwfDwLpBedp9c-58n#$LXjIG}L+V{2Y_S+Sf_vzp#3x_}Qj{#2}B2QC+ehco#S3*-A z#}SSTIk~=1lPrN3Tf*L_Q0@;!ziAroVYfbljXOaJ`C#^gvqj7W0Q#hT;c=N>w&%Qc z4wRHL9&5T3BoD1wnjlpfsD&282CtcTci6bAlaJT&UziLA!lVZ;PDUI=dZiS{XiCx# zakKZu`}gLF8(U~ZxOHNNn`uiyUPfbl4VFLtWE9q+7vim%tKT*?)8a93@@?hlI>c(+ zD0${$rJ6Z8{7H&W(|6p8AF6;U>}W>ar#PsaKyWc@2IKrOR2rCS0xdO9m#g`nhMlhx z&Tr4guhCP)6~D7G=6-&FdDeX-e%B4BD@7KV}aBp z99-H0!a^+cMmb`t<1@>mz|s_V0Y-E@*<#raZq$wkyp|zm#<4wv25dw)ga)0KA!^(Z zNn|)Zx;-$f?66>32Q}&&RM)^va7cb!U6>}J5SvKDa(zEwxC*oB4k3M`yHD?rXKvTK za^MlXa=;2n;K7WF@5`_Aah}f)kFCcrny$Tbukqpl@W`Yo|Ghcq*T9y;$*hIKli2R7 zcoN?}4xgzfbY{%|!er#e#vkuv@uR+7dLmLw4lTtLHrvX#&ju;x1w~|rQ~&Vb?U3Zc zY0tAxNc{vBtA>RB?^cnCvyyy+f~tT&ZPQ08bNY^Q>~J%Y`o%j7LtR504Cm2fu&-T9z4%XU63rE$Fig zH`Ps}RZ3$9Fn0yctrk2y1fzb&Tl>G-i@eD0Dm-`?b{ROjK$rCw7VoQ)CI2_|z^AuFr2nW3v%1EVbzE~zJl!mKeJGO89l za82u$QJ+T>v5l5b0&eCyv)DYj>DyPy=?ii1mYi|$ar*92)CPRWZ+Uo~I}GzyZ+!M> z`@cSZZfdJ##Xk#)+{I1#ZySo-KY=)cGBmojQ%Rm?OE>Rw^8dF@jF{;jB`gagwCG7@ zMy_h!6`4oO@p<(fKT0G;c(qz`Y)#En_+oJlR-;9HBYNe-^rl6%5&rdt|Eyd6@)Lob zijlhz$1DzEwqAy@ovaNL&7T&F<~Xe=K1;YD@yWAQ?kt{|ISyg%^m<O+hDwe~`q8@d6W~6OV zdUM2rpiY%|A?>fF$|R%5n-B;-cg@P6*Vw}fvWA~y&Tq??>%brNHS(N(yV1svlkw{> zvAYa6#Vqy|f*$+s$HR{|^~cS}@)pol6bI~iI)$A~3B5aL>iUpvexJ8P*8^<;hoiwmU=b78 zuK$g8PoX%2XPx{zid`kA$!ug(ZD~d{(ihSPNB@ds4#Zd;Av`cS4{Xn+a0qx(;0sdD zVydEiz4*K^c$c;vys0aVk1I|v(E~#=z9E27 zz*WqKY9IM17~Z)B!MP*Rwr)MW9Bc`8?)AAXbu%w3(gZUn5a@F_M^hq&@C$VRakc&; zbW@@C(B;RQvEZ~3UB1!gW4%cC^LcG685e2$>*$ckq15N@(&o)Vw|C#v+o&ovlIg!+dg?yY2tj*C>0p|d z#GuGi$*22L6fxe3|7vaEoAK7$S&zEo)y!3Lzzvb{(*=p&t-SG#K#Nii^rpu#L-+0I z*82qu==%FW@})lE#$(mx)?-zZnwDCu2imbKm!_RKu*10(E@ zXw?rhA5+jGRvmpPoScOJ0B}2xaOESfcUY8*{mj!$5rV=Ulm}Z^$N($Yl#SPBQ)+-s~L_DZUr@ zJWBsKA@j}K^82;wb+PV^_a9-@IHB*&&IOW+zglOcrla^5<@6@P(*4fYiE#L{GYW^Q zWDfcJ5`mMB2qFC_o7NVU@rJql@3H^TQZP|1sg|UN5Im7@kj_s>P&IBMzJG^66cwFA zoM_u`mPLyg2WuBf3v8yvi4nc}2hASpl(@=GxZ96IjjtOGU^p)1AubUP=Gjb6!X2`W zqd5UVWBnZt!01D>otvBF3qf0+R1tJ|;`y0~cl<`nX8w8*yovFc{K3Dj|A7He)J2PEFvU(sSyY+{^d0v>e*waUzNqkardBxT{SFeG zZ5&cn6j1v!9~cx`k>UVo$~Z!e5Hxtw3dw*}QdS5nBBC-RP2Y@vtxzy#CU5;`y=HUX zVx*^OBRfg*L&=jHa-~7rabG!#2KUW*OPrp-EPZEke9bX{Wv>IS7i8G3Ey zlz}?8aCQ5VE3y$YP5-*bT)pWlp`tW2HPI1M%tLxJiuSJxOH7Lmv;5=dm;UjB1YKYV zZP`px-%zRkVnn6(*XDR+lt*cE|B`MDbTJ4R-Qtn(#iwz%c9ehImXOCYEP*#0&ISbY zC`bK=&Rqf*0fvY?U2g;0RXFg651=<8p3hNCIhro0ha-{B(`1fAK&wlc|5A-%%cjri z!}%J^6!dV=Yj_YusbLuH`Dc(id=Uf8WPGkwRS09bWfP@%1+;wUbOHs9mHDsr4YL7$ z_UQ)mA{z0kyf#=mbPZFY#9AfkuNCz8y!~o<&9R!lDqv8e3n3IMWt7I57qj|TXlSD4 zA4qfQduc|>Y4!^bm*5plVD!r@fpI~lRrsl3zBbaZZ!<#fiB`fMM8fsG_rjMH6vZ@@FVfo2a4L z;`N~plek~oyt**%0=C{Tvp+fqemXZCn!+gjUoBku?;_S_dknqj!)N~?(l+N|oYPIB zOt~A@mr)5}u_<>#CH`&bp!dDnW}#rE!NcTFsRe{q!nfIBQ?HiI#7cprAhQsdDlx%z zg7X!2m6)6-%#PA*JsXldn?-$DA1^SJi7_VSCiQT4Bvao+BON7Kw8w8LUSdZ(PvbRq z14c2KDeX`LXDE^VagphO^gZ-^-D>b6vppBk3GBi7Bg6`Gi1(pGr4F*z;c2&4Q)!#$ z5(9F1c%&gg=_l3KBi^c7nwkmxSE$&u!wAYOjU@-G`AN(QYLmBQ=JA-B+&r0k*o=Y7Y;Od8YYwSN-6GXUMBc(DLZ!P~^T?`oG!$NOk*( zo;-Xu@gnOxaX*tth2$bvI|L*gRnUg(og{EJ5imfJeCw){4wqvNaywkE0fIUa?5*7< zS!}a1cy0e}G?`dj9&F}jzaWYAdkoYy@w)jPO!t#3>@n&$I0Z2>Hyt5m%tk2~1Y<*x z)sqrbSm58xn7%M_fdvM6QM0ADXetwEpi)mszuK~`ql!v9@bMT zv-;2E;G#fPrLkW*vZjE{Z>+^zqEDmXk-e)}5h$D@i6G2O>_DzAe!vx+`=G75Sy|_g zS{@gz zbt7OO)*RLO5TtLq|(VJ{8wz_lPg_!m}6pBnwLsaZ(0g>Ee75_6q_y* z!o&Wy=*D0yC`@iTZqwt%Li+->Fgq-o+E;=Xtu)ngn7-R@g&kA@K}sHuFr%i9LYUhK zi3asm5`AVd@k5SIIc^UZAQh)Pr98z0o%2S{97ieNcXGzWntGkW_<#5 z`M$}ZMIXIZ2peC6=Q8zQ^ut0IMMzb#Kx#jXh6(3972^DtZl|aUrQ+|*Qt{Z zi#o0_!Q*hGNJFaJ8Zh+_lZ0noAG(LWQhZ?n2^$h8R)d1}5DgV;|Cr~j({0U!+4NPj z`sC^EM&cLPKE{uGDKCJZl@z;edJ+;+ndGXu#ZO8mE@$FELAt?O%Pcg6bRAT zZNEHZN`+E2IiS)4{7jN6Tg7~RXQ1Cl&AU1m14clQ?CYrCT(XzZW9zotjN+dpGC74j zb80fH{&%VO=2IS#+X$uw@x43h{DP=wy|-A{k~oDHvrE+KOdJcGbZS;oG%-ys&h9_@ zAoAZl&w>OPB3TG(sjQ&|6}`|@=BDhc;G~<`A>oCifk4Z3R~Lbl-C$fQu>zi!*r={J z^d%F5M-ai-zWL8U1krDU3NABE1QC{zuT1^-X+pw$OEz)|Ki&Uzx`R}vKOHZ}cPlGu zKDri#4^c8Plh6)Sv8td7v|uDpgAnu@wN4%MfAObiO)r9~)tVNY?Hp4VPxJ#9TRawL z`AHEp%Jg8Xcp2#3E#N3EKqEwxM%^M0e21Is(5-l+JXik0&p(2)$0kNrtVMj!o0ewH z7PtmM>uR_(fg)2?=#n}a;W`Uk1EBR)e0kPrt0Y6ab4iQ%Ocxi^tS@q7_JJ9%((=|@ z^aFnm_(>jhy_ z@X?rJQTwYvvf^#JU$Md;k!<_VUsBx!SxW9lkv&LiYHH%^`_dBV%%T3~@mOs%te#D@ z8U=fDSR(?%APuw#nc>t#cdP_gQ|e?9ZB_Le7M*xi$mWQG3{Q`ZY+-A;@i`dO=K+8e zo3Y9Zv^q^&)iU03G5`#v({U>kTQr8kDsn$2pnQ~eM>E=tERMRUzM{FNZD2y@&|(Uk zOwPv6CeFFiSu3DMGwotqsnvPOM73?ZIWiGnRR{K>>G_)Bk8KQ#P==yBv4yNgTzQ@w z2mQ{i;hU3)#i>P&reiPuaa;BlIcRv@DAY}76?00EXJ7N; zA~c{GDi{aB$uUwUxAjpj1nHr+Q9^V7gY#iuXJ%IkHKrr4PT(Z zPv3vc+P;$Ff)iiX#l+s9JZYMmz%bg%l3K*dbim2y zlKo_l{u=I_KtCx<+hC#nf2PIWVq>Rh<{ZcjDB6U)7H?%AP2fa)h8H~?Qp<@|B_~@y z0kcl=yYB5Bx*VEwg}v_0{4KTDrNuJi_=029>#jUYG6PB8Ne9jHIpABzoWoajo`Oc%LfjdKBr#Fb?D$d<8 zvDCS79hS!Aq3AK8I#Du!VB2s*V^u3xe9V54P*LHyp@mC_c*qgW8a*;WhH+4$V>XfA zG!u5D=sXqpkD8*YV;U^?*1N{BN&L6*-`x(rQ5xi9f&LFIGTm>>UW3paKXJPr5?}Lb z?X$ntM#T&4ml5g+^lx-5%xbUDeJ&70zoCc}WSBEwjIISXtql*@u$ATj*`7Tda1N1? zCz_Ba;0+!052*Cmeq}HqgkZynHN?epB-;%GSA-x~%z!pGdAR-J?ah4GtG=nG@|!VG=XTBYk5`57kZXD{)pmAV#KzN~>JLMcrX*0y zFO##h(FpXh>}V}J>6gRa?MXcdKw0&fC_I-^31QF#R1R=gM|MFNX3sE?k9=6_$xk%5 zA1sEcqp3MXDlqKSNrguDhDP;L_V%kLrS&%_49H>Gl3_&mEBjrJCOf{0DF05Wupo%K zyN-0tG;FYY#enZ(jd~X@o%cLuu>DbpL&t8YZ#ZWlE=Sbfg~ynz%Dl~jo8(&L00o9Vx{HJ3Xe0pX7`bi9V zj)A(hoW+(Gyv859zC*t^-p=~8WuqY?9Op zY-=iMqe>Knq+pCwT&1p;#o|lj1J-Z>*r}`~UrG8>I{t;BI8?-boSrXy8iAbDB?P6b zR>Ck9lHu!hAt`YZ&zZU3;`0ernR@LjvvEMr&-Rx!<<6>Eed1r(4!66eQp1y(J7B=v zuYuL-N^o1+cr=Xo4leQulf4w`9qIvjc!ui}s>fAqoIpVY0FL8HpAB^j4klGLC7&c^ zfn;)|=V#h@KDQ@XwTGhNd#OD)&rt5(Pb^bc#y~;0UUt}jjhRJjP(Moswk) zpu}E=Tk_7G;eZFh_pG79Hs}6schZY4-WF;atw0+@Ivi)S^KhABZ!-bP9jmHniVOdO z4aj)%fR%L4crST@L^xG{N|4X{V*7!XGx+EFim($EEf7~ExwCWaa(8e*Rnbe~038iM z=IqMs7OtV)66H`_^l8c1#N|atbQuP+)U!nL5vpHn6S4iKPIdt24IEp5?NBA7ErMbr ze|>(1Z68goaEm~7ZsaijZC6K4_H+-M8bDk4wr^J{<9_}y@jTG0^Jax)JmdK+t$EuM zg+$nW@!GrY!BB=IvbCeqfd%1!3r$Ybqq?gEp@UB@@rI1II4lRv_E#%&*0RA?60S;= ztgKnD2NT;yPr1^kjR3rA<<)B?cltdG|Bv;5J2?;>3`~-G8JSoO4=7!kcf2ze24YwZ z?C(T6k*RQ0VLXe2pZ8l_noScju_WA`fdK)-^_hlEsYSE(+A(^FRD>JT_@9mSAF+>G z0YE2x^YJ+Opk?+CiXwncn?7_-EJtm|8AYvxChQD;hOgIwruM@7aycbSdBWPN7Z0lR zBUD++6rH3)MOhS10k5lvJGean+?2`sL`{e}HXgy`Ex64f+Z zjW4eDjL~$6BRgqHq}x*4S#M62ZZfG+cX5EbM>0iJMz}{kmE5SN2URX5eyN9k)*_f!de|ZG)5;yh zcks3g`1QNhBQW_O_%Qdzz%zyZT7zYAtu7wFVcfeNQQHHgj1&J}#-{E`QhL zwG{Al%pX0BL5`!YQ^9sZ?04I%LNDbbnX!wts!^NXX}B^^4;#;XX`GRaYcWQCX(}#W zv5jD%^F?BSNWs8 zpFh%TlbE^#$V|1!)#j$}&bme3(-lXt9lxV3$zW8+N%c$WwE@2{>{qoeT1ZiK)=*#f zGBDT^nD0hBGK?V}MvPl17i~=cbT=SZm5JVUipx$rEXeRAR_CTMCc<9ENGwgS8b!7l zgQk^CmZcQqiq(_bv(DS4J)sQX*zY3u%8_3*Fi{yU=k4U_`|#e);GJtNtKYOYIUmw`Ju zPHwa5k&$WREvAc%mO0g^%4L`@KU;RQ$3M zb}whg1R%Cc9ts-eY|r%~iJ_E3m$3uv%g*+Hms9Uv?p5zEbgf&Of$jSlADIT;q-<2M%zB?YBbN2v~Y$CBj{Jc3@(Np}4{eB}KCGMRsI^C=TTx{pUad!AV&)Ltd$)mBr&BaAiz_y5` zROhAur$$KjYoOLEd4Rm9>i^XB-ce0$&Hu1ouA-nQpr9h4RO!;eP*gxVNDsZ&KmdUR zM8E>lrFSV(1wtpZP^5Pvy(J*MCP)h(9uc%87*^3TP_<(1P)xQ+@RvON#$)xzG$ z3rUf$aBx*uZ7b3%9#2c#GBZ8dr4RbhzfYq4%gdLBVvZ^uixu9DGO<7eyEc93hD}7I zg3#6Yw5TtlI^nAVAgeHuQ2hb6Rp(+%IeVC4^=4W&s4aC7eESrM5h-qs-j1|%wi?Xm zi~-o@vfahv%tLR2go7(@vWGn4HyMwfGU4R4%Q1LV)oTV+@Nz&;IJ7f>nt`U$)s0y& ziDU+fnHu)&>`-r!3}Jh0r^%AVAeoPIsHEn?J`$cb&sO$Z4Qdk7VjgfF@d_#l>z z#^pWH4Go$tD7q`!5AM9wf2$z5Tla~RMuVkDauW!Khuc&<**`n%H*|OiNltN5lwk5m z-K0s|aw01Rxuku#2(U07fWbd;E>LmDnM#C(7ZJ3X(BFh~BaR+_bTcEC0k^O&bN!(DfLo5a9uPU=@TKEIaRnE98ba zTk++F^6{}bQ&yGNoW5!icE>N~a=vum9J=0R?HXZcM-9!HU=&L|3x(4Qq2RM|#ylf- z>?I1Jm5p5-Mn1uvknCvr)E;+TmpE|Pm|smP|IHs3kF$7Hl{%L~y;;66GD07%hDat^ zv4B?{98V<~?f6teNrz>|hg_+m8SL{SM3g3b`;_Ekg#~qxhKR8y;(D1sWWR}0Ukr|9 zqd_+u#w8JVNblG9NJUerwNi64h&-wOH0kpPJA$A4&-WX`#Cn-IxZ-tswdC`$(aFf2 zH-ahMOupM~lmdb99m~bJRY7D&9|QAZt=Z4NE;k(<3$qj}1Wp@Q@~|$i@)qQ%^QR|| zV!+o8ELq#H?q5!YEr-(4l_(1<(uUp7rc;bry5UEoN?W0w80z<$hnyy_S1UuXu3#l4 zB|bX3@_q^Y>m9BUHZ7rDPg;?iT44VSmXaW#2uL<9SVYIkz+kw|&;zsV7w( zB8;O3SU8scWH*n=x`LiOoNni7%jABP4h8=%miUw{HzeT^ja6K{T_Q4jHi#0^=uL0u zE?*5Sx%x0TS5)KkW6Hnx2`stswsx4Y#Yo0M9u?iE)mI$#Q>!^@)W=M!xgrPdh5+h^ zUk?wcrOl-hpGMjARF|fTuZ^TYiN4m(_L>x-;MeB?WvOQaIaSQw#}hiim$V7oM{jqe z34L$3kc1)WekU)^02loeL2<(QhNNN=+-J`s! z<%d1scCk?*Q{hmSL8B_V39D4PdQG_%oFrX|e3gSvuwZMVwbO72wI8uFOrf5AGcbsk z^r2(ed8QPRLeb!I+esVD%3czZz`?-NjUq|#{)4mh9$O(SeC z7|NoZ-Bgv48(PhFBiOdu;?{1|kIKhse@m$6Dob{x-sVvax!>)+Z~f%7LcP3?cdhd? z2Wv2}x=_0dmdvMJ>km=htlf#qQ=rm$!kFM}so4^LVmme>Nes=HZt!*|M z#TmbEw?6}Kq-hRh2tA12bxnIMmJ-4qKFL}DT+U*^@ zimob*O&7l&UISeF_}8;pToJijzTnI9D(_^&r$QB0LzLuXiS8C<-uJkA-?#SU^4hK7 zoYH(SxV~f6tQwmORcBm9$%CycXYTL3??gyme!n#0J zWTisoTu0=$1{vnxeBrdhXz%y&6{tPgXk)aXSUTonM z`fp(YYHgLN5i3yl#HT#JP=h&dHrGoStU;c0K6|*l?Vj7H^QZje;er$zEK`!?mTFj! z)gH9rba9Y{*CZ;od zk1&L9d7(WFJ$=w7%9-(cG?q`pAV6W{c#e69vF zcmwW@zSAN}OkFi~%oHdhuqNB&GZ!dSvh{m|(M@dlA+8(?}6ucB*Fvus>?pJ$}Rxor>!%!KlY{}2L z^S~N2GYhEyHx*$aK7g}M>9%SF_M18+94Bpp>Xn{~Hwg{?;N(VZe2=oIRu1WT z*z(k}%)bjGbuS3mBjW!U8M8dmxEAXVj@U|&FEo7Aw){ATW1@qO%N=j!-TkT)G&$33 z^#Q;fmK3M<2`~7>^Mboyms+k_$~_#SwVon|_b{yl%Ojr+q+kBX-M9C=W+QsZ)IpXi ztg6toxvqD&M@&cAvb@n8yfUHBx14Obp672j?QJ6nXH~*?_pljyo2hNN?_l+@RPU!9 zR2-K&7aym5x~y_y=!9i>ZF&neqIx%fk%Ei5EIPMPAP03Mbh1NLP}+shMQk;?S$uz+ zjf%EX88nPruIundVQ7m3R4ZO;JiY!1If%U4k;;`}l89ZM4=?P_?YvJ%tC62ur}M~> zhOS2FjX0DE*9WV|T$Zd?`higo*~r*N*A%J$=x=$`i{4>06_`HGufVaZCVKM7<>L|< zH1PV06GQJVDw_Ls@3=~=MUUv#rx~{_rXWhw{qXPMC71wxQ~XY5dccx_dCSr|Cegh1 z6+Y@o7V#_731j;VB5IQ?Dk)w{m!$%D`35iJSj*HSE*@Ol*Xff5^&1i;)5F`|i9hlh zs;+=MWD75mB#g*OXj06?B5En)9!=Qho#ZH9t4^*{x60}A z9*C`g#a}C3H_*~|VA_XCNLFoQ-TU%I8pP>tom?LciZ=|fZ?s~A1i~eI^3Zpre8c|^ zcuu=B@Hv;gKIQA}@J=(A%XGH<5r`ygMh@C%R~>8_Jirm?*9##8{4rfdDUm)D*r5oPE2vM zIxW6U4R+tIJMb>b;xmzIM69_de$FXmx@@1F1MuBM_UKzP1j%H$T=U*~X-`F|p7_}} zRo_FqPikX_59Av6)LCObmDFy8H%q!*&EFY`V|oSB(@4+NX|iR)ts0=-v@ z{669s#LDHBS$u4pHeaLyp>Ooz^jKz(W!*e)iHb+cj+;Ys-nW8#i~sI4`|`*xZeTOH z@@xDP#{vyptdO?Qi7u=WYF`p>AR88xU=v`Y;NmLfBv6?pPycb-J%{IV{Kwl~W9Hg7 zop(wqK7TIeO(d|_TYpSi2}(!-s=r4R>TE`?P$`%lE(gCn9B^Ami`X^!B;{TnFsJMBwPN8$Xz?36o7o-|9l3W)71y&HYagiA5UbeI9e~ zl4Nn4ji4xAG`8#mB~{(BYncpwi8Xw-McyiN4j+eaakIeOJjxg`w`(b);9}=S>f@t$ z86?Xe!2+uvr?owtD;4K)AJsXRrK1_AOc^Xim8;OD30r40eXZ+_INU5y9VwqK;aHF< zm=bv3xy<-|cMe^`rfx>jh)0IZ?sdqLcVTmS`CM!#F03Xuw)-PFH2j%b-o@-4U1?Mz zJ5(7d@m7TB$Uh5=_yTFux&BKF$d$HX62|;bivb7>a}nGK*vSx z532hd5e&MqAgcG0bq@g!a@NBU?^`=kxw3b9i-&BmZg$Yt?G(?w1cJpu zH>;1&%nM%aZq|Y^tNC8qwzJVWif{b`mMlv6nOe4>o6xP20qRnBn0f#6Z;Tz7((4-!QqX9qorHMKE za&W^&K8*0TH_p6QwA8Ba>a5YhDxcTjaG+h>hGhy_7ViwBGkDNoMWfrLPiA{nU?rhO zh497PgkweX2|;_gYk9g;LNMN)cxxP^VAg}&0a*6g;_Kc^Hy#$$0IGQKyN(=GQ$^(ubSJ+z!t({cB;>@G zt7oenJ!pBGCN6xs6!Y3qihGXWotqx1m@w_Vy=f0xyWjL=QHUWb_3RoK)N;B06Gxh@ zg}XzaB`c2EFx5K7_OIK0CCFZI8=%X&jK4jOmS=5w$_S7q<_ZdR8ceiPu;Ho!`U=v} zsod=u86~SnU)PjA%;1vCs1YB;Z2LX={0MN|J|;k#=}(AdiZD|rvj)4FBSH#kpI*rq zd)ew^r2Vy_@*2vuPfxJPC<7+5YW`Fl;riB?mch^++U*nkwTb4WP~S~?(w0_M3ZRK@ zG;L&;m}?fKqiRkcNGkMCKXGcn3#;`LmxOMXa!; zi9+dMB8VnY{F1|}jm<4jkH^}5g}aSzSr24QOwliA?}Uc)*--l|f^i=P1U2>B@&`j7 zSQnOAQ!HPNvC?0RQncFbVg+2X^g6yM$H627lbEbg*A_HhR@7EX8@wLTZDtx6p2W{f!2i>I*}SnTbd!(wmBXC^LQz$edb8WeQlX&VI=@HO=i1Q zt`bIRoV{BzdynRmPhoGqB?c#;USsi7td-q3$Kbf{(f!_KcpJwG zyw5utrxvJ_U3DkQ_nWtxq+)RhZ;6^%`QMMU?m)Vt7`z7-axT-6f3Pun#@U?{@bdX% zCSM<3PE94QShw$+lVx8;@6GB@#=EIq*K<$$G51uA%;1D9<%)Ivd6Kiygbrzfy5AS4 zY3_|{+LQ<6xt6>+WG>t6onH?`7@xOj9}JW2%Yb8Qc5Im4TA>`ctyafpW$hO(&`&7K zKhteJCIMsa)_SQN*Ceorl|eW0e>4NvvGiRh=k5zvsB5mM7tOf&keZKeKqVG`vb@us z&vdWbVE$BPNGNvkXGdy^Qm~73IosonXzIA`8^w>V{0-!ZwOQhaC_Jq1zoE50q$V(@ zMK<434GasX@Sxn^Pfatvmu5_}>XseS0%+?Eywc^3B5OXgktIGWR(78mPJME z`>_;-vIjb9D5dCH2pG<9naU}jbbAkEhl+CEUpF^{iHeGdC@g7Ic7B|d3AT)-KmcRMmo%$j(e@^u$l(*6-2adecqHlMU{UfBP!i;ZRwinQbifw_KL zCIlY`)ukxKA(ZWT?gD9~c0;t-6&A#0r>iYhg}H>i5>!=^*UN8 zro3EIU-e>QV-~3pz-{c=hwdHWED>alVU@$Ha0q@v!))vRbMG=h3;9E0#Je5rKp2os zR-Qa!Gl`)lOa^s4oXU3?Ib0`~>Z}-O7<#-WDjG9lCimQARL03K_SH>2rDW0Y8pBs) zBDuV4A!L^sWxy|q?=8OZv2B&?K5~&_LCqO!>K?g0$A^k$*}QD|zH82?1-xliV>Q}U z5;^>JDS9PZ!3;^((p)52K6t06(D}_)PzD?_Ir-6lsW~X>``A9S$#5wXqSW_%VpJn< zEu+QpmGX<0@Wu}}7(ueTc8!DT!!(W?g#(;G{2UK0+(a!oiHNvf`d3QWWFIVhdM>jN%}n7Fn4CILuSe07(`&%55z5|!BvL+0*9^n z36TcgOdHi`hR8+5VfA8u4{6buLaSuvZ1?ss{Oz@fyGDCMil7Mt(Q){bl27XS1<}fJ zx2a$8>O3V?QtZrPZ_EvS^bx)bHT8|-FR=pn4LAIhpIK1AiB$~T)8K);a^@afJ6B9# zuAKidET>BG9P-T+;0xdAoyV)#>F4CD30$|~%bf!8KDVmxzLlKp`Eocb_IpL}H72pF z_4KI8Qec&rag_*rHH1??SXnsSktzGkD&+2*V~Q*eAt@#N#x`kfkjlJew`7gE&fVZD z2w9Kd-k2=qXImrHZS}a3lCd*&$|?d8&i>8i29kOq@#XWaT2%~}blue>wF)YW4x5nN z2CiR=T~tJB<&CWbF&#}V(>5R3*K?{OJHuS4{?^mb$f|xI0ReWl;;HWIXQVMa=tsNS zb12BSffxtepBjlLNg%NaS5Sz8(Gp*Uez$V2 z8Vu!|E?pVku?i)gd=r4wmveBhnGSzJ(8h3Qc*}8MOAY2EeTd9W!yJoD5_`BPbNp~J zIKS@>h*{>%@kpMkCC0a;F5Fyv+~!+uuDbWi+tB+u^Lif7RjuRpZT0;0T;xo3JXCr4 zS*%i{DThdhj>l_%am%WERMu#|@PnYBu<-O7+E{RQH%!T=#8G{cyF@AO5r^!B%#jKT zPk*V`CGAaN1gwQkOR`LygB7WZoMQ~|a}79LUw_;g6d@vSv=|y_u)wfXv4doWy?+UO!~kwc%2AD5{IPO)aqkN}Aj5^(+@eor+Gy(rCDF=(FUB zvR8|Ua5Te;=Cvn*leZj072t;T)(?E&)SM+C!1ey(S3$MtCPHsjaOS?Q-)3#`GXq|e z{emTg-VGX3sUMVCkf5lWzd=?XsVimr9qjgYAm>GBG@X0M{n4Kv&OWOw>)_5eJ}PnP zchFT$iYqq0@CJu7x}FY$Gr201;^zx{w+w=|raR4__I-K2+c1&lA87YAG+6{F{=VBt zDUMA^q~1rBYfxbqw7$O-lfox9p01R#y2}`)NZU8g8`hx$(V*209QgQdJ4)5|1>Z?` z|6m6<>G^xlLqXc&$wk27z~)?kBWLC@R)HR?Z;APY=ud1(ubA&dj=^_vBm0?V=RfZT zl|w>&qhuT;9QO(tJYt1HqmQ0H+~JLXI*NM>fTJU$_c&ReV|NwzC>!ITVtOdM$zF|z zb$4I8J=UHj`N2H?lUd7t&pgA>RPXiXhke^?uxZ! zFKv{pzh&7KkO8`BrGzMXwm$y`m4B)D-f=pq0MqUDMHu5E)dkY4TydnoZRQfx)qkst z%N)P5Cw9q3!tEP!4oC=>BO{Ru`1P*~FlpA${~wQM-J|LeRhDz?IzuO0n_|NdZL%T1 zvvb9vP2}_|>I)r=zb<{CS|V+BPB;rD?)}u+Hz({A%>XO6vM7=w(%j1R*&h|?NtsiBDAfr>e9>LXf>tW2`6jqq#C(jBVI66xj|9ouG|ojdQ}@?5JPWcmruls#ESe&Syls`vHP?Tw$M6R7il&i@Qcbhcc$W_!M>V7nPMWGwJFA z0~!89C@2FW$NaPJj{zUz>ACWXX&AzzH4v2XdSNJzTQ^CdEtXyN<8_9Qh`;`oY;@kl zoVw+>9;LtcqBxP1A!9vS{F&9BKPW+n_WPJ<1mBV+{up0dYtfo+Y+@}gTArFs;;+MH zJ@y(x>$UWXpDksIt8cu3F_Mgr{1+)xaV4fs<|ot21%y)!t^z`JP2zMD;2+Q~85}=T zm}>rixg5q9NJ-Cc@NhFy9)}8_4q3&=6e+WJzI)OH`2%5bNxG5DF?uqp1?&z7 zladhm#LdEBJ4VA9_r)*~|AQa5=Z^{2=AI9B?xTn^N%PIt+TClaqbSpa`|gA0nWuw= zaxSFmy?@l~!o=Le)BXa1j8}84pv8?#clW6p&xjf6zN;bMKD9JC4Qp!3;y;PcCS@(4 zdRzQlH(-LZh3(jSUzpn&y9e|6dC<};-(8jq|0?`bePe*a+{sF4H~RRsTmyWK$@_3L z94o_~Bb=?>V73CSqs5+5%uKha}8`qCNw7_cQV;G_k3#$GnIdM*(`f>1+DZ5`1NA0&Q`cGCp%Y zYppX?6hW%LkiQVk4U@iYmso-vXxGpL7B&VBe9I)`4HNczSshB@&@cLyP}Q zu)I9(yDO^pXUxtg%w6c3KWD&xVB10MEAC1CC;#ITd{NRnKjgaeCq3d5mBMXK6fXQ{ zSuzh`(rehFTyysZgu4cq>IkK9N6h)oZ##%?nrH?E!Glqzn@(G!`_tpm3v#+h)4)8{ zq+eyQ|8P7F!XQk5zHMlRBmq2IO#Z8tCC+QLr+xo>540zAdT%=?e8fqqD7H*pTIvcY zxQ^`C<=v38&Pk;7mz%$Vc?-7>MToa}&FVn|Mrx91$#E^qn}wJD zk1;=TiL|7qziw-GxQPH1?Nk%9JK9IQ>B&h*`9d5gXlex>xU zU&P`r>zA5HLbj(eDsY8ss3Z4|+DA1Mii{qs3iJW^Y~d)Tn4}7IPEx=icz8x`Pz}kl zF7jTyjyzvNh>9cYerWC#bRX(XAK;UuJvMsy$KnjD9ftFg%%1q29@KlR86^h&b_wOR zK;I%mLj`LMiJd*3X6Ww0hkl_xtLYeo2l$y8tdJ`PXK??H&oC{~=V!#bbmZr^q{n>! zxFHKn;l~8w<*&j5^?RHB$S1E}eg$CXnDm5JYC0)PGova04|%|gBBs+*nR!2%C9=Z% z_uSSul1$Fecll|K*!2&GXj|$W7QYV1HSZU<1k?>~tSbPDgyrOm=9d{V z&5w%6fhX^A4$0`@PC;HuQxNuA$PL@9WOy|6l&PT0mW~l?u{aWlB>{1`n+}~|TLFdJC zG2@k*^)3OkMtl)1j`3uiGT`KZ+;QOuhb>k4lq|X<8$cu+pJ@c>0`W|jU;Qfu(9W&U zBY&BNpT;t3xmWbC70`f#vJ_Tzd0p{RlfB~)0fc=yB98Um)9jmOE^AlrO(h1(kszQ@u{t-RNZ={u#3N*O1PH zen-5iP|L&4Y+X`aA7R_o{#LDeY)mSpB-D_t? zQr!dtGfA(_|KYoQ4T!IEUxL)bX{m2W?C*`@Ylj~-9cCU$*FS?!&x9&18qfPIcU4iP zxSi~ano`03coD-vQZZClB!jr;`gc<>snSr_d&G7PE}5-Db8=*!X;Ol4!epc-s5LIQ zLN#{YoZR`X23eXw{8WWC!WEP4m7l@*WOGE7%2B7;)T*D!?^RHh9B2(iR`%x2#;ABk zjV2S+1{1d`b#(Swxzlt6@_P)6vT}(1l7|8F?l@28^bebZS0GfUK}Pg^7iwuome8RX z%4meA6*ylo?*8o4U&ZX#aE$HexK807WrPpq%(w!Y|IoUi`^!Td_<)#&Y1g2!PM9ASRsY-czGb*#y22!^p;3JJ-qtw(DwYbJh0UIsxYK6r_~h1& zC)g|&AZaJvKYn#0;|pA;0A*U1;(K;c*5qCczp?MpTlkJ1sYB&2LVe5NI%n;(ND1*l zl30vnPWJ0{%4Qs!5%=6%2S)pE!x;YyYar=xTCE>ENrb&HIf^Gr+PwqldYjXM@b0N{ z$c6vH4O>#4C$~?t?!42diqmr%Eoa`eSfpHk4MhImG-GOukzT|)Eh|(F!IYrf{7*Jc z(+YMdK<16!g8!$BhQ2rI0Q8!O)sb^d%{=!Zavri~%qQ(fO~+^C*?HUG+wUpI_X`|4 zk0x7cIcl#NOb%fqY&40V*+yawL5hDy6F2sSqD`+$+T(oWMx7K@mPPze5<~OUhJ{Sl(UDe(MI$h^E51k+!LN)cgnzW>U-@JShh$pq?#n;v2egy(v1z4u@ z?biJQGeK9sH;MwY83=Mt6KQ;Io7ifp3Wpg!ZWJ&4``Qbj`9ip2V2IKrrUNZpiDRrs z-1EdnwMh4=7~yjzkq*(D^AbOmfK%k>(d*<01-?5qN0JkHI5rX@!$RmN# zsv^m_vJ@{hnRe1qsQ+q>lo7%f*tXy%KF4v2J@;TbWg8j#4)8p}82e7Uw-_DwB8UTZ zLlO7fcMsQYz%4OZYnIfldcPFzseT0*-SC0xiNkVFj6n18;@gX44afYUq+Shb(!|!= zC5%0vNGt4i59GW^eIV2dLrFNvX{Sg&nCO(1IbneExo-bxlCUTCGZ}mDM6`lGMO3YJ z`WSyYTctLw!7-oxASacO@%}*pdW1gbTp`xE*-wDiBM{Kre=Gw#_YOfHImZb-r%!`` zF^G1wCB~xrKeI6G`?=6Ad;H^rC}`sIo4wvNaaZgjVoI*XeZEbx86bvwwis4we(2LR zp#j(^zK1^O4NizDeIaj&x$ti+Ux%kcr3=;I7#k4WDI#n2YyJ?MXX1M^1!^gO{WgaK zAE@j~ybc78*cq6qUBaSE&m3Uqq~^PdnNMYc2!|0`7OUSn} zA9|tYO|K96`=LAKW!!(j!pT5`;U7xh>E8V%sRQX#@X)|wXSn^)=c^!c(+kx9tinh? zJD~ok&0B;$0`W&L+>V@~P#|Dkrsp4z@N~Wl2@Tlor03!0Cdn8u1kF4M526fs?M+%? z9dLyF%c1L1H(FEXWVxuQh`+g?Y7tws&cn$h%t8KJH7^)$VT)`=KCfkD3KxQ!wElox zzJ(?cQhD`Xs4S3QIQP*+ZLddv7=loPCQGGBVnkrD=KOw+`^S#Kt-qD{0Rr7r{O!-T zS+w8oVrP}zV5)>W3yC}liO&?jz>tFW2F%6XtLB%Kh$FvmDzB^6jkn*jk{~3^kKk7VQM`L5R?vJav@Olbu zP+~M*g{As4>_2e+=gMvV2j~a0zc~MI!7`1-l7wrVb)W5**l;h@B725&6a|3g5BBfH zX`4Ob0PGvChMn^*J`CA?5 RiC=$LR?v_yeQxpo{{b-fS}Xtn diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/HADDOCK3-workflow-scheme.png b/education/HADDOCK3/HADDOCK3-protein-protein-basic/HADDOCK3-workflow-scheme.png deleted file mode 100644 index bae241f6db0708980ae688e95b49e788b573fc45..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 583020 zcmeFZWmJ~y+BJ-^L~IlUNd=S;DG_NDgGK}dB$bqIq%jCZLTMEQln{{aR*_aw5D}1; zl5Qm5d9AgdckeyEF}|PQpYLIey>%hn_jR4udCX%TbI$XAsH7;hcNfhr5)zWVGSU~7 zNk~Y)kdSOQ+PMSY>1)$wA|csw-}J%-C7BBsj@sB+8=G1fk&v)G@pvL8U3HGGTCYX+ z630HL$Ni7vg|8o=wEf0G5ij|gQqz&Acz*XYeinAFpnK-;-UU~u-hY&vu`lD^(d8}u zBfkni$V`UlMNIlA`%$>}>J0*A4f8-lt zVc**`;}}e$H+4|7ar0;FE4@=1dv-qfko%FxvVU*?s6uCN*%dk?qwB}TSs6}`-un=& ztuE?0plx@(_vzKs&!4ge9ek9?rB)IZt`O+#FPLE_Jh)pZ_}XW!=zO!7{Hc09YW9(n zjoQgV0ThR`x05kZe7ky{Qs7|T?*xsyFP_b{jP~mXiz)1`y{*f>L&IN}!ML{H^R_u9 zD{EPT^uZAq+vs5Oqh-7EXoBWE#s$+49bMj|JxcGDPWI6~qr`>Xg+-X?uGQP@lTGSkhGLR_eC8 zBwt#|IKSJ@!S5Jp9i9rAjr4VUJgzq4e_JHko;%~4qz*C)mq>?5Y4+^gsd(+ZKMBcE z5}AwVRh>J=yG%4F+B$bkyP4j*ap^;b#?|o$$7{MNcQbJ~k!Q(0cz9y*pw@T|m%zDz zmvJ{J?w2nGjp$Ve-SH1k%9``6OH&UR|Ja^5uwI(6esuNY)6*smL31C4q>jskY-jqf zub0-*4A1X8`0p<=hyVH+CMFX3xI^Us^|j^3)|mhPrJW>)MlSyM7fIAP*8hH`t#7vr z|JUn~larkI^6JQ+%?kGRoO00 z>Xdn`9>z;tdLioanDq*ShNk9AT<>e;#9cH377yP0>^3R2bY2`k5=19-@1%N0@8=ki z2LS;WB_+3pgoa*?JGX^`Q{zCQT;%0+&3vU-m-qhY=rAjn*jTFE?ECskDu=h)pYp=O z@7DYbFZ_z)3sH8uo+4X=sHmuENri+&gW90@>$%1`ybm8feENc<*!>TmfW?nH7yR}e z6BVTkVe#0=a2RdA_3bq|9X)+tZ!gJ(3sspBncBsClRt}JWv}6PZ@%{?6D48m+_h)V z#ihwEBLl0Riok~OleyV!TE$p`B*hs2-rgH!p6fJ!?V`9-UM`k&B{pamB}dj>6fj$x zJ^=|Mv}bO8Ioj^`m85rI;J)Yj%BX5ZVc}W)Bp2<#$jAeF5hugC#p5h2ao5t+oELsy zOYJ#(>kEm==ji&ZMS5QS?OeKLQH#&dY}=;#MuU7Wt-!@chfjS;l%vAx@O1qyHflU9 z|3Xwqr-4JaOmKXBe0qJU=ap8W)oaxhg1FD&@P#xiDT7tdbGxf~>$C>cm| zrWbE5?y+JxB6nD}yWEY`+S=OL&28XkvAyOga|?@rp-<0WVF_()Y|f=9CsIUSFLyn2 zm|K^Vc3^ybkA#FodZE$sbl;CMmt3Xsw|BRFEparD={zMYOcNg;FK9os=jF?n(`$e1 zsgE3a_wy&+;lqcsa&s?)o=~`9WK_+#_2r($U-gIf&H5x9`D&oV)hJpW{7N7xmV>et&v?_D7DTI^eR2aCltfB?4uLBgC8|@q(9`*j^4oceRXLHTQ+WHQw7z39(!}9a&vt@HsOu? zf3L}_S^_Oz{=7BOk?+r2a^iPRv)_Kk-l?fz-@UXi*x975|1mDHV4EQm69`Mi4%6f~MzG-3crd7DR%;i3Vm}~Fq zRAueP`l`<%o0~Up+T6Y^<+F>DuUzMWUFld`<||y;s1rRi)60*86BB`Tb<*u9XKIU| zMNa}Rp#v5l{JW)wjd}a{kbNo~A0AGg6CG?nZ)3w__U-i+ZthGAou<;;Q}4UG8Mcw` zyQralO_G=F?%rgc#FcW>|Q z_~mz9UG(hi?Cm8P-QC@{eqrqG{5zw z^>qym>cy#^Cf}n>4NSJSw!o;z>uls6DUX*Fu()AbynoY-Vp+hcySuyhfPFvDWXknI zEBclB(a?!QS!b<&org~nXrh)v|OTLQ;3Q}VW4*P_$?ZqnB z6n}j9Am>Yk$Es4ixmodfj_xD2;hTNrEe@pWq= zE3obfLSrylb;V<51g?HFlUQ#9ZhVcu;Kv{SreG=+Ci)nW+lqn(l0LiG z^eRMY10S$GKf-f^WcF7*Gp)g`TMzDTBhASspkMuO=zm~G`L(Ze^HiE^d?e@fg9QZz zu@dO67f}l>sza&Q(j3gT2_+>Z>3wUdso8PKpF&3EXf3KUHTbcVG z{#!BA6dFnB@s zKex?y;}Bl`sulU+!$~UEc3xgyoajoQWNumpQuA&-bV7dl_taERW$j>NBsmR@|CcXH z(Gp&|Y4Pn|Yco=L7VQVIJo1sQYH4bxS{Zy8#ofsI4SxQdcCx3E+q2621_6@sK>J&58T6nuOV`}+3e+g+8f>lUjdizpI~8T+ zFPVB0+QoK%p(kltR-vx)7z*e}-lV60O;KT0eXXyi6w&24UIFA9pBiYl2pEi*G1zy7|VL3V5b&GY2vLLtMt18=knCm;D$T)upHq&1C- zhX2-`%Yihm^egLAt{pO;kw7k5kdvX2y_gewyoBbu%%baaFbxOi6R30KX zVy^Ptdjb8VZ*=rwU0q$17q{9Q>cgBGcTgKSPyV47`-!on;f%wCOH5c80cpn1CwNYu zCfY2ILCv0MaSs~654DKX8=I!Gq9VbVklYSFKE8YT`DbuRK3%1^nE`ZZ>Y10(;=LQA z1Z|mg%bbtVRhqYPjsM8LAXwoz_Pxk%aF@G>2MQ}VGh{fnqZB=PdUp2xL}wu{L2SAO zHV+>;@(|tIyvqsf>XN&AnT@;OK6;{4di(hqyu0@owYa+=z{^)LM))SsBZ}Yj;MT2M zr@>*Pg&lX{PVYZ`dOe9gH-zQp+dEs9dp0*%DJ0w$Edbk>lN|wN3X7{D$K~|FLur<7 z7TXPa`}XwYn(XIJy{PHBx|pv25xbth!hywg;y8N8*Ibh;qOS8hO`2X*XXupLtjwE= zdagy)+Y`&R@b?V%QX5FUMO<85n7h*W(=&_Cxpeubd>UCdwkXDmpAuCce<9{(gEf#( zPX@j9-AC__=U?^i-T7Nj&suli0E$RvV{?7^U3~{+#b9$|Ju5q#TsP_B!-GGHY?;f- z%WvMg#g_LGG|I=9bK^r#kDhZ6H7%{d>f*$Y(%alpNSLWFxPH7Qc z#&EeJR?JNRti)SCCOUe0u1R7n?*)3{&oUPk0ppP`@jLihX zDtDQ?%$uZ^u4%!BQQ)GU9wSgusx3q3Yu3#R)YLZTRET?D|JS|0>*--c(`a`27b+g^e~GKe}KRUI1n`YPLQ zP#;I7}LGG*^|YBrE#!a)j@~?h6lmLfaqn zKshoh>NT}WiG!&C1<_K`RL%b$!LMdyS#_20M`pV&{I;l!8Ego@9~>O4wAHTZg_!f~ zFPVsMEpOkF0Q4@m=NM5M^nmH&QmczlvBs+tmfdASD@#+E)R7?}_fV=P*Tv=r8~u*UMeMBJv3+}; zr`JHu-uMr>peHC#A3r^H>>Y~ugj`UzSg(x~YF6P-=Yko;cy7GC)6geJtZJ;7{C4j z_}T0bB;hi<{p;7SPnAt%LI^Z|@nM&4rDsgiItP=uI0G3OnS}*bB&1r#oPf95L!%zu zh1PnQNJudrv{8pfNAKb0=9Z5UKGSJEw>&e@H!$!@(0Uc@)8`4Zl<{@3Ql|-jbX6u% zQEh?AAK3=ZOOr7*x|JYn6q>QGUKx~}5MNkWm}%s$i~}_IXK&fEC5q?fy_zWr&o#Dr z$@{X2?;#E4uJa1&f7l7!mtk`P^BKV_6{M^}Gdghi@Cn)$0GaiyD-At;x?snJa@U0~ zucY>;H;TJ0a$*NmuB^Vk`pP>wY58IZi+rrOj#J(A%S(^?YZ<-1rTzqT-UL+qsPvMs z`dKv78r_Yie>Xk-l<@7z08r)R(Zn!zm87~8WUligcd?~CHkKAAIn~kv@5XZDD?%$8*h@f=!8pB+GG3O}pHcvME+VUAqZJo-;IL0Rlz*wzhtCIWUi_sj+eQ z?WykYb&qGljvN7jfu}7iqXliZia3qGZO=8aog4bpRR0s3HqLpb|Fuf;zUb)aFU9u5 z{DC&JJswU&ACF)jAjLF@G9*JU6%Q^50R;T`@goiu3l!U?SztkS=uoIb&*FmzJGXD& zegoZ|z(GLo4g&)NLN7Rfe+STp6nBt3m&caUl}sn$Ne2k6dUv0c99;*)fpo}r{4m8S zO$q@4f!L-kmYJQgKTB_4ndx2!!}BdJ{zK&@;`p0_82%qWe%!=eMng;c3O$ATtQ8&2 zSu4)G4Ro!Wqs@teHoYYM0|OF~Eg3o@MWv<5o$Fw>2Nx&1c4Od;7IQm{{!P@t>~K@C zKjq1n*hJL)w+?WgIwiq9H{ExknuAg|2+Nqh}b8czrs;6AR45^0q9ca6)95vP0_ z1U*(9N@7pe*Vii(pxc(7naNG`Cj%iY7-feq<}Rc9Gw)hjRI;r;fBqc8BGU|B>r?R8 zop0${XWI>UaxY!FB!g>ylAeo|p`fB#QrHl9-D;MCPMtGhU}eQs?zO2qmV0UmM>Ezb5$`tS5qP~Tz3S5^h3t=@rMGmJOk0u?HPtX!kQE->#M3Rlz44c)Yxs?x|O1_ z*kiSTMJ8k(lWcu!>$T>#Hg)YJ2ouelP{a5w?PX>C^IYbPQ$TCqcfL_hNx+0H7tAQ} z-PHrLpepAkuqAfDKwm!rbclniCH?{_J3&ZYo1%r7Thq1Fv!l_}LcA> zKYX~TnXO+vyqbVXnvH7?gj%&t$h0|uU&jj#y^^D)y82S~Cr8`S=Hn>}&jmDFn?Ta- zoSY)Kw2O}B1!253#f<7-nZLR5EmKbq5J$&If$0F#cF5nF&DXQCEO)JpjE-Zc{hntB z^-N;<0V#JL-=1T;xzuw}PEkIt5*5M5p6n3)u*`y*fgxjNd2@cWr?OIQ;fkVSglr^NjM;Tp zSJ&opx1~G|>z_ro{+({W>YnVW+(0Fm;=e;=6PrzAHMF$G=K0=(;Us`vCyqM*-O*+* z9U8fN_pb8Yt$*cdT7P|cDKRUHC#FLLXwYgNFv1Ges2K>Br>j;SmX zvtFg<@V&owd+SOsFO_F<$;|)yWoQb#)+{uL{J(PY!IuHWX?60#Y z6LDBjJq5-%mJ=s-VBK3>i?Q8bp|hHn)O@I|HNd8#mhf~h(c2^j?V3Q^0iehGMm)Ya z+_m1C`1))k_ws0RY~IQzVXqC*mBop)R)NHXgd4qY?+UL=FtM@ij1hJ`Skm(;rN6)b zOS#)^qTmMB&$$w<|CxZLKW6gLyfV;3?71)522$xw>;(7K`DYxVJITqphgC89aUd@* z?|JYeiOtTguJyD(>l-J5wvC~mnLuVvP$Z9TaWjSvbTzA!7cM|}t*Zfn*bg>&kb{7RA6Yl=TLjcKD#bz_J-6uQ;o;%z>e^6) zzPtUDX5N8ktZLp+5c!ODLDYX?wR#h##Liv28m8CN)zZFVK&qzdnV+BU9UFUe@VM-+ zk%3k4r(0iN`b^6yFs*ume_|Lr>z?Ab+g2<`wz zcqOs~tYpf+lD2~o!iAm2Ups3j4Z$DMD7HI($4htd*;(rsijKr^T2@x(Jpd+?1#cmy z@XvH#6@=QR@Fhw}dt$EhbzwbuP}GtdH$C<-h(;Ocrk;S-9PsWR9bSW}JPjj8<;c1= zBs^k*cRG@<8NQ0D@)_CSnODDP>)Cbo?Ac#Uv3dfR*`KV-C@DSGw{yat zah~qItABkzgD4?68yS?`o(e+8GG7zNn2*u6@$nO7&pjPM6Bb%X{CyfB(y)a~;p12SZQHm{~oc@QkfuBp)Ih{46zF9gI}(p}`m$ zynOY_$Mpv*E9=P<>FICYz)*=|uYE}e?H)q}DKN;dyxb#o>D-AEC!%-_c5vyGBnWQx zXOW@ixp6MY*;M%hSS>jvWg_(wtPqE(Zh9zXhB&pVid?s5UvgsG=j{7Mr20S8Q+< zfj!VmXsNigmqqDr!&1OTTB_c87TES4cg+L4<5zvClx@t|_w)Oa~1A?vYb-22quuy&6XocV@emw1Wr9H zA5lq?e+PW?#!u|jAw@Iu0|uI`uG3x)b>sZ} zWEU;*%Mhyrh_0_Nae#`7^*Ngzj7eBWhK(8}4k_aZ1j8jm&7gwrX$aEw1a^#$a8Z~1LW^xK}JPC$%0h!y3XH{e=e{Wz;vi0$;a2X!Lt&IT08lJ z3P-$R(-)zpO*i@{E!hUO+#495f}yT5!zqE>bjjIS5X9@|jT>+2rO>1QQNcd5G^aJR zww`G<^aJfvy7B~qn#q^|<~u4`c@snZ>tS^~p3y92U*s-LRn&)R$eV7h0yo+S*z#T-MeV zxM9;HUzy{7{BBJ%fVqWcvn3=X1Uu0W(gkGVZOoSg&H)0N)9DHC1mOS5Yjfi@!UULX z37Xf7dwQ*zpV~hg$*mVrK7_c!b*Dd2Azwju_8$%@E-tQ_T3=tc1-Lkv2BR0UO1v;MgRAvN?%sA5yj z?@d)r3E6&BP9i8MNVrvulT$w1f|;3_9Z%Wd2r%)!_NEhfWz_iK;ln3@ktB`J&<4&#z-VH9`uuq#mmV-H zu<`cDm-A`%sUVL~U6oUf5OR=lY6lUOMujwnnSTOMP!<}2(&sEWb=>NyC|6n~`u585 z%qxrQxDVwUH{$XK>SapwEk9YoL*X@5+^lodXb*Zb^iQ$|3)nhja%B{f`S^a_kryw zD=8_Z8m&!vZHA_*rE`>taqCs6{*+*vU|w?j^AMZR;t0L4!($y!$ODp{-%_ugWET)n z%N9>oj0sr}bh5Jx(Yb;dKH<(ClE7L@h*)1Mvq_1R+@K&+c~hz5*pA)1cL(+mmMZ*M zHBMHMCCRpLRTGuO(A>&xv8(l(ideX-q({gTdn@3Z3Y%g^22)ig;x4MUG&bJ+f~5u> zWLGs8=)CRZmjHcZV_!62ee6M4)E^*rvGR|b%gXLTe!vEr+n)3u$g*G1ejNU=EfmQ< zf(087b0UWq1yX}zhw2N}gdCD^>x$%s3o7Nh82OIz@hLmCqYke+F(R0BAv*w#P9IG) zhc_Z30#TRJ{#$!cnWk1=Vq#(z9eHGUBqQI`X)P=)lwg47nYSqp^DRwu`oULcugSM) zSI#apQv^bss&=V>Ui6T7ZGjr7!mz^q#V!vndf;w(p3h!-0!!9c;D*|?>DY!SoVJspB z#9o7)MuwSOmG1NPD_8cTaorCMRe9DC2leB%R$&GH*W24f5%?K$Y6heNu*$|BIL%Y znI}EwMnQm4fsHa1{%n4&o~a9kI!Lk6*Vnfn05YnZ40#Gl23rk)m%Ro-B+gd9hRq=) zw6GD38;etbL|hamMn>U@3w!qOuZ4KwkYR!``IFPJL60Nb1~pOVTdXj$XVgUo(Bqy_^Jb z8MZxif;>7)$*9NvtQAo5M#{Mtk0#y1Wsi$8Iw2Co<2-$%ooYOYQ6dOEI`Cl|Ocs5Z z2stfTNE93ZhOYHn>+0$Xe>z@<>1h6U>sZ?C;K462?yzG%<#`yQtWam~;e85lp^e~Y zalw*!E5bO&+aJKwJ*eA;E=bPEm`Q!sYr{Q|>}S9i%(KwYOw!uP>T;gCt zCBq1pj`1tJ?dW)|3{SiCED`#nJ&lY^wRsjy_0Q2luVz+}k9iH0%JgI6))y2KVy|%4 zfClqMr<9P;o6c+o2LuPJM>B0DA(|%wiHVKEuvvL-zTaNG`Vs}LkA9A=DJtwRLIOz# z)}YL-XV^weD^CC9aA~0Sy+S%e_|$U{onvJ4Q1p)i!2~WRDigE6e?6^C2zG%Xl4SoHsBoNy&K38s`6|i`VNnKo` z4iZ77?fQyiyAed{zhJDiQzv#0Be|kkKJqpB3S;|rS6GM$xLr+Hqj7VB zOq75n4WYk5V&6R>l{m141nuV8Xr~@fAijt9_%q#)M93(~@)3&+ZrJxTnZuJvvWp#Z z36ZXvy8Iq1^C|it5hC$v007bhb>Z(toXjZ2J4?&RTwRM91NSOP&jmxH7IWn%xCBKk z@`SJ&wv&>+g4sfBlb>B(Po;@eHwlTK4gP#dcPT;Y6^qP|VtdxL^>rf&7-k1(HcpG| z8$j{c(+SyK4o&L1hQ%=s2H~go`Az$gD73uLMov!X+=e1c!EcASIB;dZLyi^2xT%NLr*K#nN-T*RGu52ZLt$;crd3J zRF}^UU(%nKsd7PUl*)TOIqzxX*9qjiGT)Z7&?!utqRn3w;A zD#r^5`EczeeC%1iozhKRlGzo5EV!B9LIwdKmD1_}R%)bj0hLO>kk! zKJ7O(H$N$2;sMg({k;&w7t|dAox=0{GH<@!PeNaml!+V}xdqK&@PWPE{K!`u2L}p& zoeFoC0vTy4WFsKsssuESxO}k>!8m(z-;*-u8GT6e?%3p}sG*%AS?|w4J$$a?)A3y&G+%plgiHSh`jHY69!>!u1 zg0StE4E{a`VYf$Ts6~OhJ%!2@sY4<-OwkD^gEMUyMj?W0(($?*vNAs~62~Ly=Rf$N zre@dvaCWAnM|&T=$g+c%OkuDgLYjU8F5E>(vIP>Xh`@c%)Z-R4Nli;T2~i~U)bDPj zj;o_yzh={Q-i$?LOH@?U@b8c|QKCC`G%PweI6C?uxehx$o_7d2Wn7{Xo$oc|V=yB~ zb}B((XrIbgSj6og6B4>EkOaObT@Jv zcR4L~p+ZYV{l~t~67?eq<#isauC9<+GB$KRK0lk;FQ?kU(j>8-@#`>Ct(JpBUjGB~ z5*}XOckn6+2^r#;S-Cqvm{4YrZ0aUCNKWoiCHN0RhTcauJu_3EvtZp>u$M^k%=-mz zQXV-%MoLOrO}a$#CC^j^)3J$+SgYBYpFe+kyH3*_IdT(HzCSOTw4^=F%E}573x{oN zZDm>nL=mF`9hA(@H*Zsum)`Ogf;$g#Ce@?~Xf78(DQuu4I>@|)9{{b86cpt!%|1O^ zLJh$Me?cI>`YL&Mg~x7aWeB8cW-l3=VPSlsxtXnX1BHlm#&6pbv**qfvg~hpR9Y&6 zAT)btngxh=4%uHw@IigH%AxSE4TO{8bYj_X-qR1xbJkCH&IJCB<6-75u?O<)3copVJd}|przi!iVJgdDi)b}AJwCufMDGtL}1u{S1o!F~Q}R|zHDms-$Qp9mdba4Ok6B3L`SmO!;Q8r=qx zSrgsT^{f2}rF|{CMH2du;h_9zWsJh5oc(Vm3J$Vf$IS(pIQyq8%-~kjpv61zaD@Sro zRn;~OXgR!gZS`LJ(~x5@^ov$&24E5S0YP2E9~%!3u`(S$eu;Myg_1K@w(T5Z8M%&` z`4CFqfB&u~Z~}odgPMT)nWY0v4`*N>ur^&V{6$N*|Lm#BI^gqnVSYP;dE z=g&K-$fok5RgijCoEtecI-%0E3h!GV&!otvZ!0M3bk%+dwt^XKGUatQ%u+tOkDu`w z`Hzo~Y^EpIMK@iSNs(H{+k0nt%@0}^hhTBZ!p|T?o<6ydL->jO=HKOcKQ}d9nOU0e zLEbIB<;?bFlMk;YHkP*`81e&wL(Fuqiq;@qx)7%dJ<|SPLOX1#Y8o0*`q!T>2sw;A zR*C`bqHM%rjfk2->#maH>5$>=92~;Xe)3XZVR8aVJs$6h!AK=rR76B1uu;NmLmS3Z zBIdNw4-XGD!w5?RM#v!xof1J# zP5nAsk&xybZ6M8cWx#sasiQ?AjRd?hZc1(9Fb=B0z?HU*WeZPJOH16bmxk@TEyl66 zZ0SqTFdR!f)!t}a#o((KMhU>2alW>){ja}Fb(WyAo{Sjl>zlbIws{K4mQ+Zs`a-y+ zi1bHKpFSO*MZ5X#x*EhFma38Y;lqcf831eep1pf1BipeUUsf=#Bx$Gtv`Tt%>(*a* zV#0Z)QAo~wxo&b5E^)lw#`3`a^a5*$_rfv6E>$)({G~pKr>&4YdqOcf$};0LkTLr7Z=%I#%wGd|qHt2Y6+);Y|>(g^}sE4Ce!=G3gB|O7`MMsf}m*lwm(i_ot zzCg#lJ9jE+w_!@9>>Na^@*ni}_D(1nN0OH^62V2v4hhnIbdS-USU){IEmeZqO>LFX zL;V+E5C!QAfeI^g4g-(;2giRFt7J$2`t?gSavcF;%E(rPmEhL0Y5C!j5NEkE5*1b& zyG{g?v!gLGSKC4CGHgW7ucaIySPJ14diF^L+ndj9eq%LKV z?hS>h8=2&amT+-kn~V@(CsLIo{QKBx9-hZ2gA>SoNk2oTlOJv!5taIl`_X5TYav7z z;TT5vi}=okXL=(%XU>E}3icT|Eqs?tCd2{9ANvf7AnY~cHS^6%c@1jVBFqg8m{;$( z5E11C71!SNbVAov9F9veSHb1ybERQHavmxwAS-=T)f3-JeEs@$W`uix?Le9UYayu9A0b zhoyb1RUF2#GDd;~I0>@wxs;LVWKmIR;nvS_+p3eUCWktEtn8Yyt&=SE9_Oat`k<#(qo9aL|mvsnBmaDg9*sHm@VX3D9XkmOQp)k%lq|r zVjKWj4hqA1n7BaIruzW%Vn%o&;9f{3j10Nktjz<(W) z3|Bcg0-7x;_B@zQC}c=L2qCR6_vxRIeq4_Jl?sFjuwBE40NSsa_7MflycHHcQ@ z?AM)`6ucS4%?<(%mXC^*OFVsY4k)CVYaD13gKJ5?R_f#Dx4WF5I8S5>e^*cRO$CbO z%Ok$ngTCmIy}>>^keX-}7NSBH)$BSjQ5=E>rWKJsXJ(9_QX8d>3;H3nOMxG>8N+ zn{tA5hKO}nR~Ml-#cLq0j}tYDMHc4f=D=q*Pum8+|H%T>z}Wp;i^hmYsOC9_GFT-t zC~lHtPtn%;wR?JU2>mq88RHM$AYnxZjNvM3vo8l5+7}x5sH(M!iV8HIOKbw{>|_w+ z;V83%MBNAH+IdR7$mV7M?OCqcaXCoj@QL~!x#X#U^3WiPELzKuOT;?_ET1WjW3bKg z+Vli7-h;+d1Dx`SIH{3!)br0ERm^YbA#6DRvAY%))fR}`iVLNvx3@S^QpAZV01U#o zy~1Ut|1UHX45>Q0W8a9=rJpgx#;n510xf3|(RQXh30jFFM9QM{n3iTnT zW%&0DuoT|maoKsSt|9S70S;N&7RgF@oQy{!AMmxXYIMz6_sA(7dwB6_+4H6o)qF^^688{>?|gug@_1elgdBph_sBm7 z0U}34;7VkUL%FA+37nAkFnRgbHrb%;+=+>avG_=cV;IqJ=zvNl|p&w_IHF-GL9itFPPRgN{VWemc9A8<_n38FH9V;Zj^VP^cE=uG+#+9j=Ih2U!_c!E3&7~{y8 z`GXlxPUfK@}psppdue24=h-zFe6*>dExaUAB39A4sl5qPKle0Hhlx~sxpi~mFtVNNW4WQ@pchD|z%+nV9!5hzjbsz1xpd>4=oZ z=>L2`&P<#uw*I}+1xtds%?k|-fawCk7kr&Wngw8)oDu*^G7v1WQ5QbZf>{MNm+%Ft zdO{wolU57cNCI_L%G2nEaBt&vP3tBku5Al$1VrV?V_vSWA1e(yO zgU1mT5j0uf>8f5Fe>7{|jWcr%%h2|(LZx)*+7FZ~w!3&I;7jRk>oAUMvb>+Wx^!k} zuHgh?ylx+KAU5qHn`dLX5c%muoq4(#@@T24Z$R-761ELHYpn}elzlRdNOa&K3pt4( z?-hW3o1}G62htj3CuKTC?Te5saU#T|T9DA5UZiq_%Z@xVgVelyPtN!c@(eynBTCK4 zq7w&H1wHZV08-6@*sZK$>&pYd!dK45)#E0z&?Bs8mz40rFq>cNlolv9K7ac3CYrgB z)%-zAJT__sOcmN9l~hV21)(Z%U0$L5(l$z42cqhrX)x>p9Aej>~_kX(CmjxN z@2sTGGN|20h$uzlxWIl)WSXBA(qv-AJqSTcHADL;)s6EQGyLnhEH9JUIy#20>;5BJ zj;d|q$VM;H0j86@x_}_!m<@6*pJ!I{029;#7Eu--p`Y{td?%9lzWSo7kYvM_5l%>< zgL4iEQbZ?M?nxw1nD2>ALqzHPxjl@MBgG-hWEs{UB%CsgIW41w$o=g_sE{}Ut=6az zBTNZ{8tu96tnIp5iYjqr9ss2jckV8K_%(c72hl?iRjfTL<|+r7h&bSj3GPPV8C~?#|M2cN8+Ee@>;V?OH%mY0E++| zLPLc3+2k0^Q$8HgKSc`#mg(CCaWUe65acN$ze;>iLtNZZ;+$UR#A(PH{8m4y;gUgI zqq4y{IpQ==qjnz?5~cTv2Spr8L)m_PeU&-JEfgmpsL)|+v5Gu6b&50xKF2)5CN&E%&;jQnr@y7&FOU0sbwDzMA z!jKHRl%|%Rml}x=-9R`Hvn(&9mcLLq!`13?larG<^;8f>`xpj5*rad<>5M0FGH3FF zH5CptVG^l@h?=LUi%Yr*m4G;mO$_hmi#YvhPw6%kE8!(x+eE+4ZaN5s-;w*m>C>n2 zX&^_i+Lz#LH0SH~cx{T|<5phJtRmtShmI|2L>%}lkSfK#Ku$NetHRdaz6yM{_xEoO zQL#V>TpKvPgk7LE%x+1X+65ayYT-g!f*nwX7bigIp4ve8VkF{mU>lG(Rnv?V6cliD z{VvWDV1G}O&TM9$#LV&mm+7P1kD?X$j0hLff9|I(2?mYx3)_H*nt@wGx%I^1zsrv# z#$Mq*JMpvl5PImr4X=-|GI7XE0VMJT>1p^o=fQYC7~^9tRu+jZ3LPyZFuSmjO3`(_ z4Z4sGPJ6aT5jP1iNb#hCG&?{pK_XTOnJ*KfRf%?(qa(Hp_n}(4ZhVl{QF*P&Q z5omy3eGVhyjMsSA?PzV2n^T)jruIozPc56x)Jr>BQ_pth7&h9yE7IqQ8oG1r4>^@5 z)z)|3&vzG-+3FtiRyw$q_310xWt~Go}O1w!0?r#UdkNDy+mg|9Fki2agph~Ae}J= z&%C@m9t_N94NuLgzXENqWpE3?P?l>ytcb=5eSxG{dtcAe!)pC+-@bk6=#Z6?B2A8Q zqA`ha{LW~UuqZb=HZ}kW*chz=ie>oc&x$)pNn_Rb*BgeQXY!bT=Y&F2d&DIA9fTm= zYozz27(K!eZYduZ$Gj>2n_LVE{jY*fE0LETh-NQ`O8g0ZwIT*rv-gP7p?Dk z4-YZOFMeYi$dP#|IC`;6On;SP6g!dWAz<~h&SR-->1AgG=k?j7@yAQ6IB~XI&F%S) zIau^PxH4|zEzh2idKM^koO%_}a$Lo~j6~?^0xbj@F@Y4p_|?caqXcs|#HA^xToh#> zw2ElYl~HZi(Zpz%p{JS73iS0oZ__d>Rwza25|!C2R=cJu#>E-edP##*b8%8@`$@Go zz43?{uSNU$`m#~%B2iUWKaFE}5GLOGQ0dlHQ|Y;@((gf-sP@y@p0%7+ZTnAW@H3U; z;s_o7w5i(5UD}i^u|BH4Cnq?;YGWmHbLHCY2H?YBWaZlN!Y(IT9UYzVo=V1ATjKP7 z@(WiEix#He3fwd4>kIJ#H~;ZP^8dJ;J6r$va{gz5{&#i$y?_39@BF*E{(t#_#k0@L^4U<|=H4pj?t-38%^>cIDHX0r-aP{@j%mU~wD(_M zPb3n6quojsQv)sx6;q*&gLQ*;zvf(;NBPm8Fql04WXv8eo1o0DoI>$b-q&6HO1#q1 z(E7*qhBApY_!s9Fe(GEjx5r7EmV%eH_iVFhbe%Lm#QN*bO(mUcm)Iy?mXy%c+V1p` zWI0IIpG{2}9)6LD+@jMM0|EH*Q$xOoVX;mHVV^yZ(x)Xj~%X|wf+^MWffoQ zCQ&eBZSObR#r(RCC{W;Bt;omDR$j_cH+DJ#Q(q) z@n?5OK<_PI3;zdYJDcX}jC1i(3Q%^5Gi20sbcW8(Q5zeczJ7kAV-rRWhTifO=i=#j zgkL1}p6@MEy~s>`Eb`?M=BW>_WxwC_dB45jkx5a)o=6*hMSk6franCKkKSfY2VU^F zE9-lyMsU{iykhU6-LigGzT2ZbpB&ve-S}6T-IMIE=k?D&R8soDIXo@*7vCWR=cl|c zJrBQ%W{y4e_>+n4%@LwXk4$D&O4PEUBV$=-Rbwcy)$Jo@4*syG*rb(f?+j z;qxt~C#=1mOEI{3fBkA(bNVlLR>_2%h&R{H7jZm1lxg%ng+=Y!qtT1?nm6Uo`WlHi z`zn0R+P9Z%*m+mzww-TxxktzC@qDO%>`GpAHRo`he89o_z?+9JQ!^f6Qlm+ZrjHL( zB)_e2Fq>!hVb0#)X_-Sm?VGMW_T1yKkft}NuD7|viz@cwN0I&x7Lta7^Y#37kqz=c zwj8N44=KVEzq=2&~=lYsPnDezWd-v|e$)3Q10s&1;&0D6X#Ms6XD$_qx z^jq!UyW*E%JodY8D6(qy?M73~T7{2qtk^ZoXns@*yEmvGC2;rVfw<`dZ$Ge3d(dS* z7^R$UX7=7^l~^{TxG|;Y<$J~Bx5_Tf;JeBxA3~}h6`vU6EnWVdtlQKVx*!{Nm!qoY zOsrSH+dF)ZPj8b=s=urJqBdY_`5(G754RWVKN0&wcdR9$w}d7141_X2IQD$-tC2dB z#lt|X;{Pyp)lpSNU0wv~lI||)4(aX&0qGV2X#wf(?hvFN0@6rHcY{)rj|S=Pn8VCB zYvwLk@CU5*-hKC+v-hudumq)c`hSj>7S=$DZ?&~afat6S`U}7y%CV+VV?|6%Omu+W zP7iocKw*2Uq#z}=aRus}go4!ZZGoc$2Wy9Wni`bl7>5tYdj+qF|K)oeiJtDjx^n^D zBJO}~^6=))hxDGS(qgRbfdvbq+@DBUd2^&A@7c*0kP-+93h%EOGvWKg%``YyGQKPK z-Z$ZxoA%XzD)1X8OXcBqygdI52{vH<=0eqb@YS%+6P>WVN33bYw@e8t6?ziMF!y5L zBQTbbD;=QZ&+QQCvbcG8UPnk(+3Vvzn~$F_+1@ju!^U;=wwt3Tm8Stj&ElUL#`^t* z^KYZ$V~m-d96!V-bW(nHcl)EI-;dvR{ED@4<>jk?;6I<=>8uHm0~ome+vNAV6;^=A z{At5W;Nd&Y>vi*9Cx%WCr_3^>4RaKjVnKayVQ%?F+JB(`K54tEGI{iV3sEgDFGm}$ z+4*;{8Sv|<>(cu)E;u!Sc%A37%_)33oMVZbMBVEHkmK%}p4W9wiI2n+x(MQ?3cF)}eZ zk;v}-_)o<-FueQk-|7%kWuc#0pv$-qv1Vyf<#l>RCk$EZ6U>-FbMle*wjh6OK_JfS z1nkVv#)tv+1)yccWpN?olguo9;5khiwVS_AMqVR0VGc6;8+`vdS=iC5r`T*x!)i2J z-d2$b=w<`~UR)j%=es{X2VGLu*C+nvegH9Go%B0?G1w_i*PvWH@ATI&iAK;1uh$|` zwuE1PH@~pfX-V%lys#uE zk9OkjIKo0yeh-sq(mV2%JmaOY1{8rmzY!10C;1QRCiyp$HJ`u1=0Zt=UIz1@m747j z;KJ*U%`}(QUVJXMp=6y0k4biZw?mRoH@$34SIb^a8;Ocq->ImayEOcL1DWumHk<{J zLtchR1e}~WfpfJ)3wiu3UBHD7tmsT$U85<0o}Iv7nRrPLr9vG2SQI3evTq)_rhi=# zu%ia)QUw@$Z`LqlI?8@Zp1Hkg%)?~+SsGy~#(-mXb?8&q;5PARzN_1PNjdkZy16}f z(%JJpd|3MZh{G{L7~--g5;zqAR^fMP{L~rucqZy}hpzV16yfYt5k+prkbn4a<3H|9f3i zIlsKV-xeJo2|B{;<53ip~i0RCu6jE2e)!QE-nrNS7qaoh(fXgEh=nH6G_{V z%W((HN867^RSs=xD+|!3u%{bKzGBu2nkxG)g6ywK&hNbhlax@XlV}?cK6CEn&|QX% zo6pQ(!W}>PtYJ^hPFMR3zdL-`uB@?`B*O}Ia~)^%SHNHtj`Eaw<=Yq-2-6)pK34uq z?`9wV6Ai^?X!^X!*Ju0$U?(j1^1d zV3xFF$B07g; z@^Rn_HLy|7uO^q5Rc4o4r>3XXjg9?0&M$X%7(j%K_eP}4^<{hI+T4Zoe&>RxHMa_g zyvjQU;iJ>S!W$LsIRn;}mH>dr_PNvp=behNFZ?w08voP%POi(P82p}YUG57i7;e)) zQt1tIrbCdlC&;--Z)krw7|9XN@(_x()ceT&KMx>P ze>ISKW({i6bMbRTI-~~=3q%%iO05xuO8+E=>F%KZrpEaCCn@SATz7|WMS)MAfz{LQ z^b{G%H#>3OEbV6m;rXsRNVFZ1lSu<--2l)7&4FkJ0J}ZAxm?{3tglyIG})2aHj3G{ ztMeSLyho=T?@}NXbNukIbUu84+I7}m&Ln-~d}3Dd_Zs_C z<0`z!!#~xszzz0EZh?y_O+BBZcOMKPF9qg_oxb=(ZW)2hTARS(+e?@-1sfvfEZ{u` zJh`NfHT}V4aV;?XWM&m7D!ofmDB3yL17sB;%^K2Sql<9ayHEMFJPL+B!YQ$5`PemS zeD+qye0w$@KT_e`E@2@6!uH!%jXTHVQf>lw+(WJ@tmD1^Tk_p1fhC2tCU|P`j##t> z-P$iKvwjbIJ@m?EAOXO@vGWzPUQIBFuEIhOKPIH|7ro8tN;vY;AKg! zi1!q2H&a|OMvchKsh8wBPn{B)4_Xi2z=?#_bjO*z}k}!BEQrR4~&L@jYOr$oxzY%+)Mh<-O-vvBi-K)H=J^|FR z3$Ouyn|u&_d|IQ?k@M#pPh zwlO1uN5Og(7KX`CqW=AX3G&bR?w~c>&ldy0z*|`>x2WvOXu7WjmKntSV1XJ9bV+ld z5&_)9a~v0-n{pmkDHrozmM6el;eE`o(s7BXj)yE}Oc6Qd>!HvY-8NRzl89;?Jm79X zHnk#7U%G6KbQ16No+#q5=)7`<8#%|kSnwNcDdA!M;IQ^MnkDcMcvWg*gkbKmXzhiw zpdUUpi^azhJ-Q&^#^24_E=GC$W&xcgRDAo=9*4_@DgklRIm2aKI1Tbfb7yCVzva{Q zB-pHRIK$}`aNu8ta_PZy5<;}!Vci5d?RY}ztqIuDse}ZVk>>aEb=g_tallwjhyTyEEw#J> zxW`d@_oaxtdE`YW_g$x85P1Yu4G1mZh62PGe`5j)|VNznHjb z^0s#~&A37$g|DceY@x^aVcJ}bT72aNeBK1AK|{dqE=`^qZeF~k2y}otZr^0NMY-ka z;S73wcJ7m_@8A>p>u{Iq>*sV~!9fHO_8{q~Osxp2exz4Bl}QqL9TO9n;IrAzu+A|B zUM1Hn*Q6ujf@KBvTD9RRioxDPXNam+;(30f4GOh~i%9Otn;e<`p(p_726n-{6M0qr z7I%P&9mQt;@;;DB)Pqb}d30oFXJy&z&=k;#jM?UP`f3*AbzjCB&kdDqZOt_#Ve{gL zCsixgZ;2fWsYopq8WZBYM7Zcxsb)BW4h>?%!a_g1ec+~3%{*^8ZqZ___InZm81&%o z$6Nn{-k0TucYis(;LjG>SGTDg zy3PFpVQStFS=rN~;#1!1vovwZuv?~F;}vV&xYI)FBPaAnUgTFo*WczL|5+hfiEia8sBp8&e@`E>V2UDVO?x{+uU*G1; zt3qlbBl*=4Z*6+r4!mrnQ} z=1`ds?gXfhGd|eo@xG=D8(32C6&xeb>K)%tqlOLtm zY=IPNTIIM(h4-~Sd7=G+v@geCc=3^AH&Ape5iyqBk<}EQ3aRa0^{FR@Z|OWx{ro?t z{OQ*3zkdhlE1EOI04?Wk?9I{VFxmAtZ*z{0ypuyAr=M?jeoyb&`eH|SPcUN9LW|Rs=93AvHrId(6 z;FE{4!BB>VQKm6r!-?FqJcZ_N!(s^aF1eG_WC%rla3%Wvfp)VdY+dWP2is8SdL=2i zo9@IT+-2N;1v{5NLTat3vdMXFecsk@Xeb3Urrul+UG#pHcloM~Oyq8^m)_2cfOyxs zzqX8U?g7*9n?Wg2&<_wsT}K>R%CxPzMwWYwVY z0cNQCBE>gp4 zRS-y{6;AC^nK2Rk*<-GG42uFiBP81GK`WN0$p%M~=Rz`0^C*nA2x{~lj?6{<~301En6sP7lWb|$V}TEXIK|w5Qbsiy@EC#(;G4M;r6w-uthl()RW_~uE!xqn)#W>cs-5G8rW%&H_XO5f5!Dna! zh}9fHGB@D2=YVZGsJlBlE*gtzLypGKDx1jE#5N+zg+ryZ%(ClqQ*AtzwvOt?`6R!` zgxS!BJ4~3&xX8~-vP=lNE9W?xu*cUd&T-<35>F~ zDG`(1E~7+xy)-mde@E|EHl!$RS0Zut(Op~m*jpSkUZwc??x+f#z%hZnIA;7)2N5HC zf0;E>xq)eps+Wj7^O4ED_0#P~6h}iHG%2GgfPXrj!6v`NKvllD*B?ujP4C4i zrB|jkR$BjS84cA}6-*jEZGF1O06i#=^d-lJCm9eI=|ZG2;cyhCKOfEannUm1@stZ~ zY;$Es50`Wa3bBzS$UVrbQCK_lTGG1=-C;~j*avIA=L)9jaasQX+q|SCY|eHykZSwZ z`U>M4UaP=|q1RZAew0u_+PB7`dHQ{OC-PS`ro9UwZ0sr=UANWA1ltKtae8re^f|B zVIAS*B-+w>TA-XJ&tG6qud*K@BqazHSN>B#uz@7N0slqtWQfqrDGTU%xg3^-@N#O> zg)xMC+-42?SsE7eBe7o~hfoS zOi7`C9aF#7{F9rn|9eS5xxOSYLkw(QYBGP?ggzb|)HSr%>!DvBk*}Qey91rcz#x5t z<5otL(FsQse#2Q0wtl!2eDwiAn=$;$p-t2_5{rX*k&3q4 zkpA1{t54KldB1;Wf0NS3fD`(H9W{x9VRDiyVEaaQM&DL1SffPF&zR5np{K|q?92Cv z_t{f8R=d|pQj&DyQ9s8HXtyeE~yS?Q1$!R!_ zXkL&=5Xb}uJo^5@#sK1=38JSv!Q&wwWJ(`MNSbaphG zws^u!pk4nX#n-;O-)Pa-A}PhJ5J#ww8f((2@Q=**AoEaM-%BtGk5#BeBn=z+H@giM z>7-zleN^76Y1>unk<+%leumJEQX*Q66gDn*eYR9}a*>*xxuE)@BMAy@1Kp6+TVt_4<367r-r! z={Tv3aa!&mEG6A5fx52df5KxYeT16;W1nnl=ZZ(DCBg9c8(sa ziOUGX-u~NC#V33amzQ#ZLg)02C(Q47d76Ea_vE#H{?2pORkmD4CE=Sb_lZ3@I*|C` z6@E$*zWgXPqm^LPi6Dw+st#yr!4gqDJ}!vktS?R@w1TxJdU2Q2IoIg**ZCBS2-O2Gsm4bw9`ZDZUxh4{V<8&rQn9_PZW7p2(oWW@ct; zne<O0WholkPRj+oTgoOM~op|%Jf79Q=EA%=Bd|3i9rb*1UE zYu5ECeXiDu6nz{f$8(F2mH)|m?c{p((r*d+B<$1bCr@W6$xVbX+*74wQ2dhb_7{Ft ztd7}p1@ANjeJtrxEYk+*|`kG(A-p&*#{DtoJYr`bYI>qx(_%-R2^Gy|~6|KfSd)IM% z;zIjKy)R2i+?Ox}n?L5_=fEnJs%UVuXPiOXF^1oAckMsQb}M~iW#4w7`f;;|XE!U% z{mYh4(nk_@-TYyHt}Vr}Fn0?NWjqSTBsQknZus*qR*Hdxt&9vXV#(YT``zNIieymX z?Y&U)7LBr`by|`S?v5cLn)_g)XG*7B`mJfsVz$EH06jDeuWsM(1gPgZO13PcL=c={Kd{f z+|9nT^eala{So)wr}W!;Pt;iDs?E;aLbb$Pgsqom7hc-2a z=g0+MPMK@=6?TEGvO}5mhK~60ufY7OFCz2^#5S^~_kSoY=N$|P{cRkoJ zZg@Gv@}dvFLcY!KTN;MXw=f$`mlr>v8*6Eb*>xS;efktcF-a=LKvV&|;m?6Z?|yhB zTPTZ3TLuEz1tX8jNryO5Sm+ymN{!SQ>_3Tl^fmqD&>=KFJCpT3r@(KKrKP+|ToRZ# zZ*brTH@`S#Gj^@Y7&O2PJ3Em?WpF85jRvlo1_dF&MoJG@d{dKCXH{i)FyhIZNRTxy z(Fz6P&0?@)e^Dr6c5}l|lpE=FvqcK@_ijsb_6&6Wf&wAjiWPhZHf){O=*-bmP_`9Mo37P27PYT=?UB)aROGTFk+COT zIh66ovpU!f>;wb$Wc1n=>5@QKlJrA=Ryt3u&n@n#@ks2-D5vq@3!?=5jfNPr#e~5o zyI-QBBfWuKcko9f zV)>`^{(I!ZADOCSY_K9lX0dj>%FL-9_1*i2i(xjI02?NzCh2rEBqAc3@{i4`AXfA9dyO~vS%~zImHSI4aWM`-aUouKIKZ=4uT}Ry@6&FEH5trcFoNsB z((u;?=$NwKmAipRNy4P{*tfYl^si0>MYMREX@c$?Y-pxNx$VZZ*oVq!C!51;e#--1 z|Ir3{K9FYWIru*-5P&im@Y>yDq=HC)uzQq}noBfGfO;p^JK)j`VBXoIZ@znk{EIYJ z7~mgB9(?t}w-)%cMD{!v`sp;3K6<3Pf6ayYc4ZPS`!3!4Q1ew_$I6^6vWKduq^|;X z>U!1Pzv8){K7zGdW0t@G3fe9WMqCc%q@6rYT)`^< zG-sZiSicC0h@cYu>#L#CeTVwrFkw0* z>S&t-6`LLLB}R7@QXpqe+RB9Mpa?*%4;J#YUP9S48BSAY<$0*`UXEG{PJu9m|JDge>OZ` z8edoYy*lGUOScT!qUxUqVydd*!f!58N0o zr-St7nRIPOlTgtPU|BIb_L}_1T{6X=$}{5W;PP+rS5)f~UVTcT!FdJ&RKicx`{@o^ zyzdFXu}~h{4mZQ+abEWNKi;=y(jT^_p$v;$#3X&VwfA_;E{z{vfbgDeYzZ^78|VHU z6hw=2wr2tU&NiZ?|E^ZT2lki|Ujj7h+1moFW&Enb7dRkGLW@4hz-?38dsj1ei}>lv z!GSx_ZM-V5z#<`w-~KxYUs-DX{@A04wuw9v$cg@v7(nbBaz z0|IR&B_)$g_{Wkc&;Xj4d889Y1QT^2ttc8dNBue?>$*yU6Zb#D=NKhOkRz=(j9Aw) zUvTnnNAzE(K?*5F|Jix}B4Y&Ix#=O@D&3J^z8aC3Pr}_j!OSUH!zMi-;44m4(BIF2 z<@zk|Di%k9`N-IjwaMW1LcL?QB$oX7l4pMMPy%WFlM5MB#}o`ZwN#3zHF(c zOZQ!%oCW8qBNqGd182Rx26HO-8EU%f>FM1r)|B0M6@`P`?fMxnz+WOS*Je^difYVh zN#cuUcaE7Q+G()Nq_Z_Tixnh5A~;m+_o`z~~aeXe^si|okwzEXzw z4yJe;5Tiqef=QD;41D9$rc1dZ9P%hc5t&wxf-T`R_l(PMqg29(zD3*WUvUts3E zKNfZVRuelI1ucoXg1bt^m_P}63BB&)yUz3^M3JR0>61312Nt{h;|`hVZ6mvu=@9qw zl_dl|=iQpgl4@UfCLXk)8Qth7QPGiRXL^Vreh|B|GP|{kAVBnA)mkMGky@I32)})! z3DkUOI|Kkq>^}B^NOw)~DCe;yyud04Oz|eKSA&fb!~s)_IVtV#fttv59Lz2$?SeuL4jQDsexIRDK#uux zmlJ8nOw1w#1+l+v2FH!8Q?@)-#HN<^*NA+nL5s-yQRx24!x8yfAMyChmFoV>lNblP z%@uKc`AmzGwJ$_O9|?$dVUlf5gkw#)zm;+X#}klUa-bshzggo?Vo-n^CX$&<6ngXs zKw-V+XfqBe{gUlzl|9=oA}=W!S){mK^=WC{`(~IpTxPuE>~x?e07Cowg1eMRHW7zL zUPjwoii+cpO@;;%s-*d$0srTbZ@R&{sC0Bx(F`bSnE$HI42TfV+XB|0Uk(BettR5jOQdX z0FNS2!Xco$PX7KaZuoX|SG(+cWhL`Wq!iWEbkQ7`);((f6=xr(mD+LqVSUlVhbi}F z#QJ&^7GpxdowZsw+KyG$MG>Wa-tWb*Q?(s26N$`|uqp!5#FS`^zfrPjna-9&MKdEJ zhRH0xFL_#$7rqZ!h}cbvHp-Rsgk?$!=a)K~Neb$$bT3-~^f! zIhtt5AVH{-k1&aVS^O|AOck>Oq|T%W-XlR`^#uh(np@2rsgklVk{nG^S-8yh_>{c+ z5>+D2$#kVi#5&HKG_FO@?N1g>iQ;6)KdbHa0TG6=>M5RTH+$&qj3c=nUe$Ec<c1{YzDE_7j2ck!Jh!Kajhk*l}H+c2y@tG z)E7l&x+I}VS_grr=@)mRbG*ekJ;!IY{_WMKuwHW(1mlzF+*QU4irMdEGNW?W^y2UK zb0gF95ng`ji25@zAtrS;a6^{u@0OI(#V~kSKBf5D8;;4y4{307RM*~KDJGWV=D2%m z!TZT_n*bTJ!3iM_d=rL`uh5qLVgy2vK^HPA7|Dd zGrYSzyYLRYQH07jSHC*9zN0tdi!-Q6$@#m4^NV+_ku?m1)C`c8m-W1WIgqEpViw-S zv2t^r_~|DK?36ujh8B7dP-musg!(fmEY0JS7H#qUldToj+y~*VhKiJxso=IYGG@H{mMIgoYnT=>`(HO7XlF`meM@SJc zr38q!h1~fL(k@PofE2+XF=R03;{UE|YT&Y%HS%Jy&T+#-11gpR*+CU$4Q*{{#tiV% zw6rA?X_hZ4+&MsoLFD8+$1Or@cFwm$IbQ__7cWp!V`GvcWzv6?=Y5)H1V!#;&BC9B z+1@aRA5%O>q-uo3qA|MWmJ1yNm^y8%PF4*%!Kb8N+`hjqgx>C&U;Co#RgBc)4{HbK zr;KN}xe^LuxN-em2;0ATp<9Git&1wH&Opuo;8vWZ@~$S{C05y-n+UEK2~49)HNH1P z03jqmd&LUO>Zq=U{Z0lH(U6jsLpMeq9(G=M6g+?XVG{mtEBu}{a|)?n zdh=UPbr?vfa-nhg={U$??4xv85t>M0f)f`Xkwai7seW-9@-42V>iY&@qBk2wt-HRC z80oxH+&D7~?yhAYwbJ4V#1sMKLLp(Nuk)#s0iUW!d#=VmhGrv4PEVqfYb>Q&LglD} zz1QAQ*;F1Owm8d}Ka-QP_6I^#33J~+l1L+IvR+XJM;)aBW=%qC>m`hVPM*OGB+j(T zCP^yqMFd=Mw@K#2GHb271HrJyNsG~^CQDp=BM-*N)A_70e2L>}zk5X4D-mf$je>pT zx24=f*o>6QRG=}%<+f90*FGg2^cqMEKERdN<$X^l+h&sV#_QbDz)pu^7%P=&Ku@Hk zN@?)5&~MGcvj){fMrBj46tC1$IXUG~IV>p*3`e`JzKd7LSi#-but7?j_RKo$^p;$w zWmzTq9(a+T;9>7+HiGdd_V)G$Lk;0KUS1@ve(N{3`G#oIXGKr35+YYT$zLQ?V;kUW zrk6+@mRo54AviS^mmw4hiy(rtB$gXxOc-BU{ll-VkFkIjIO=~=);AXY*d+B1ujQ`K zr4g8eciMsYTxphzkBmM->S3+-exrmX!2i*&(}_fA96XP%hPj^A-Y01nNPu_!u0k_c z*^gMPqnY(7_}{$DxHOkUVHT^|QJXT*guX@((Pj4&!4Nselt3gRCK9+>ba667D6=zN z;LX_v9su21E3{BkEzX$`6Obc2?n3nf7=uP~Qp_ABM(RYf8uYHRNPm1{cDjyg$Rib& zkTi$oDgN3Q*m9YYQ6F{M(83Dr)0vNR;>kO~eZbM0N}h1FY; zk}1~rL`*Ml4BJZze&%t?YFF9g_z2q?>&(4lRJ=c)bxDVEX9b+7zhk+0kv=qlb6T#Y zYP(WHQ*Eb0Up$f%wXRh&0gmS9JS(ZSY} zN@$yZ{|KiYlh5$`pI<*@FCE`$NeCQsM+@Uktmvggl9O1ImuKpBg2DN69y!7GIyHaL zV1>pzYhF{eD(%kG# z>=|K+%wULziI)&y^x@mU-g01sE?k zBw;vynOLuk|6UC03>Y?0q)DN^8e}ouqaPcte4m;B@rZR^rHN#4!n04=%iBA+H_9k3 zUrS0)PyK^&UHFXOqxFwf%6i{5Y*a?ZBi*GTj3*|^H^v=yTpW-%reKrt4Y*k?9fZy^ zFCb3mbyyxz^*zPT@jjKOqo@1r8UvCdj#C?2LZScxA?;@Z02NJ#4;G|ZF@!0*vD}Hw z-Q<{1T3QvaJB{UYhzoG_^MV+Nx`qZ=$DIkvwx@?9ml-{4js_Q2@|+9P%Y!Awr;Zl@ z_68YfVLpb2Dci~nJ-gGzwI-e3A8l=|V?opOX2XT+((;8Swhu|$)!tO7{g`fDxOBPw z_r&18O~lfBYmf1Ru^LFmiQ!-UL`GRyrVs-}6W42vy%O6>nXXMW(R9#-RLYK@7-ogp zx?d}=rYf=`1+s%Ij{mz>R6Bs^6ev-4LRHF`vH4Jm(1Hy0bGPvOzkD#PNq2oaDvfX0 z^LK{3_IPe?1k}r*08|d0ceF^T)tNB#|az{IbSETv`lT zzwoWT^v1J4l@`hTi)mZl-c%1Z+h6#>3&gOX;0A0MN;u%F$53N+$BN)y^Q0B34By68 zPe#nq>2j(;T&0vx>0y#qAKYZj_Y}dPrj8%K^T-L=vwDLUw|0jInG1&$IW7rFH12$1 z3003`&Kjr*tdM2Exr`q_q9zlye2;on%r*1tqy;OYhf}Hc70ADq1~!el3Yp2Z@1+rY z?>)%I2T{|0*YQK!ima=>bh#tO#L7BzR{$nzc zsAZ!OHpm)`NScIQ&CzTo{M-2hSOUXV`8$(5 zW?aACOKOq~RZy(nbW(`QgVp9LpV+tx8i;YW%2jwDT1Yuu>mzbF`Y`|KnEV6Q3h<*E zH|c%MylheW3!Z{l(!C-zhLImN$(9*h<3j76JQZ9Ss5joGZ)Lir-x{)o%;UB59N zC~`+a@QtN(+<2aK{w3S5zw~V_aRY^5C)$?4tOJPLTXda#8qN`Jt*hrfyDY1uBZ~rZ z2q{BDVdJ~`S&+L>dAiBw7Xh;8+E<)FuIl&K>}t%3XEcAttEaDo@rN0|F)&tt2%n$l zZ?cQn+R_8FmpFj;FO}Iyh>L9Zj}7qKW|nHCslZOC8IKEJEq0IQ-k<{STz1#OfEGK9 z*|B;q?R_t;pvxV1xe~sbSe)uv982-OA=c;UcKaYh&<<>PZY~CVEkW#+%M~`{ywx-B z0QeJRg8F|oEBNgiyUL{V<)`Ld3iJ#aDaoS zx5ggqU+L{8Fc8!DaeUo|LlNH}W!Zk4#Dm-28!}PMqCZD6teGvx7Ml<$pVP$R>^u{t zN!bjD=W4IGtl!ag-~S^e`Zo_ugrfCnS8YD@$`>h8rBAogB)v^=Tw1StaDC!kl{Z}s z!-$Ytkr4!;^+7~C^oZu>dYAiy336I_45q=336`XWl^J6s7?i<5dwB7dq|zL}xkGNw zn0U&5HJhwTq^Dy};%(D1+Y%U7iqDp*Cllo8^f^I*d{1ISzG$8!8lH~cos+*YKc9?(E7z0xmhD+2acY6HCQxi4$F;8!Z!%f9(_0h3{}u3#9o_^UBhb)}Ie)$>Lx^MmimQ zGlxaL2v(Oin^fgme5dc02cuCk9lg->Z|`)u@cz=aW1*^cUM`77PTaPmQTB{@KD06T zf@#}iUi(fU!fw!t3nz*eM|ul8_ZqJH?+IZQsKd5FW(pk+a-K~}UQsDyacoLsT6PWJ6s70g0u(2@g`4V={?xaWRgKnIM)#(Z#aJo;S;Kc&2ps-nhFwVuh$z12JS`j~;c~!wYoloqO>(A80rX=|-Vhoyf z)$T|c$InkxtL%eXi9ff0Sf1od8@Mn1y58bzAJm85zI#rHalV|h7Cq7h*@DapG)~^+ zl-|f8Z!pOuTki<>p^D1Wb{g7f-1YQLYc)588pl5?MI}mfE#ArYJ6-Y1C+>W3cm`Zv ze*5_|B_IIiQ|kdQNFMA2spY`$ZuRd?G0^G)g(P5yeUH1zfni3~8Dv|5fR&K!ka%~> z8=G6NUlWkaNleAW@cwjW9D8oHaIWz{o?B8twvspQ-OCmoDu`yX3XsJA zomoNSheMK84>6U11Yu(J!|U7l;eOF5QR`rjreIKcLDJuQB^+E;yyv}e-NwVB5eAOL z#KJXCPlEK^itq_q{I2x$^K{O3vSJiwdNV6au@kTNNuko7vW)wk~67tloC08 z^tK*=lH^OKf=XrLX=12lGyff;S9>@W`QCN-E0o|+VPz;+djxy?ih|l8U(0UMa!yQL zNeo`-^yZTRA75+ww=eT+!eJF*5SBw9Z>Y65NsS%^`w}iG>1Niug{G|3MxGw2?3JrD zmCX6!%`mG6p0AZyX0 zea+(rDt7`;VX2xkYJ9dxHCQyeIjGq&WNm4iI&Gt!wx?@`>SnW*>|q{zTy1H_KRk zOwM$rPGq#Q>p-E6So(Ddq7D03yJZOo$+kekR4ySoIJV?yo|6nK)*Zk7$_nTd|Dyl? z`uE|IL8?kYumso7a+S|u7Rva=EL4os_igoGo8%f==Vf(x1Ysf~V)cz7MR{(b%>wcV z25s%>7Vt`*hgO17+9M>gh@Bv3USOL0`!rhO5XaD_5gom~%&jmUOCzQ*)+_0)0sm2* zwx$rCO54@GD}(W?wkzR^rmf6v=#y5;d?pc@#|jK<+qK!_N$z8WhtL>M5CbnT@Rnj_ z)hFxVgxubKsqmWpb-mF3z_6X;&I%}}X4gzR*8bZta?{B^w~-V}5~O-yw{`Of?ki=S zazw-?uXe(2XTp*D`7=p@R=#+$Wv|)xW+m(qjn=?r@$U@vo7;2tsQtCF=0{8IwfKXR zxnVYpK#u>b=fQ6)s$c-Ofm1K;v$(vLTAiKoOb$ITr{qmVX=(nJ7@x49`)T~1#Qgme56V=-w>|$UrB9>mM}N3j%)$ z%JgO=P60VOwDEQz|)61)~qEGBD?&Np45XiO1eURQR`{MwJW zg_E4?>!#c+(#-WQ7RVsFLK4jNpmC-erfVkat&jUX>yDA9CYYzjl~`z|*L~e4{I!)0 zR3;Sb{I9^sj>g3=IU&qh(J}JL3cPs}w(k2D5V|U4y~T8;<;!ZJPLJOO`?vl|T50jL z41zD^u`CqGu%*ehVW45zo0_h0QG0GyI(u5O7Bm!D4ZoYc7~YCdDnoV<;cHnXI@FfU zmnz;!G>-(FP+Gtt8Rj!GYvR7!`Tj>P)M86(uSY4P@D0ceVRW0Ijj;1fE{QQN^m=G_ zX|y4Xs(iwV=$q?Y5$#l0O~v*Z)?e-_f4X%*&3HwG^84GiF&*TGL|gDWe2!cDfd3kG0I`6kFlVL}4MdLt9V{742lI0C;)J(g>zeh8+>Fw;= zRF^TmJ3qgFbZ_{~f@yg3tzv7t9(?p9{+ z5P|1-)7Bh|mw#A2bPa@k(?NEn=+|U`GWJZZA>0R}!Pxa+(}+YCp5MY}K7Ksd^_K z;iI&ie8AXd(;FF@=jM_X@D4ukx>Rd9kww{&yy)H6AUC1(oYO8#4tlLgxtC zS?uC_23H#RI1n&e{y$IT?=MQ};5n>+J=5SjaDIq1&-6<*EAYIbZ z(j_3>BHi8H{VmQI=R5B?dyM@Lf8gL*&${P5=QW9?RN{(FX*@We&L8cJwU!$pPu`Mr z)dW$QQNJF9XFt+r&MlOVYhLufrwOi7IS(fk8UIB}`r(D6?piJhe=rbL$aFY^k3MQn zqGxEN;dEF;n;3Nm>8j<9*R&3qm7FqzAz*-@qe?h1oF1Lw-IrD3Hwo&-^Gv4Pgmx_wjc=ek@oHP*0~I-Fr9J0tkxv>*%uPcq+$ ztwHZI)E%~0Pb$4mFPy*5qE%cE7fp~Ss`yh5IWY+!b?=u@}c#2VK z=|0cm|20bH~=8FtQGqd5(%?zv@`9!M-cyos0)PG6qO=E*`cW_`G&?x`3fT`PD zP(i+ZlN7Q;6EDG9Uv}448xgto?CS(=F3(|+yGtj#%NdLM{VLh0x$>5lbdslQc*ZX? zkJ?};u-hwr8eU#T2i>gamzPy8M*{m8-`9{{`Od?==YWLNi20PluV+Zk>9=JQmL#UWVr8p>x(v2>|qbvRP8L zx~brkGCQjc2M-4bQid~s^X^Alt{_N(UsBq9b(GNi#lJ}?9KPl++dIATdAg$4td9m| z*lCp~b{XEc@4zg?Jv-j1N+nvU_{sIlH*h%uPhCNi#42lML-I3P6gcZa8dKSAj5eun z!+ubYD{9O>rAjH7-$3bOHG;TW6y`|g!RL^ORQT@`5JTXU({Y|L>FM$*QeBOScss@x z(HV@Yrl(opcqb&t<59}Mrz<+xIHbP>>Lv8#*Kd|{%|l357EDmJv!p`8=G%$ z7rh%*^*^x-u~jp1U$Td`o(>i4a8C~KmbD^~!Gb+B3ejFJ_r=dqey;kYHZLCxX-IfP z3E}?7Aaa|ne6)*P3jvYe=}-FDA-!E++Dw%!&GAJ(n^<#cptP-?kqm#PNt&v34{_0% z^!#m+N>|Q@EdG`EP;(@P;x(T_^vG3~*@RfGLy>WAQbF~2_4FlIhAG$+nY>Y=zg%_` zN1=#72QfZtsI+jbs^^kKB0Ea1HIM9E&y}u_gc3PW*q2JTPF0rL$z%>Z z9)zZ$%J0NnT)qV&Q{vDcyWXE*07D4v#q^on2LTC&I!rB8Rt|OXB2_4Xe6AV5uyK`^ zLg3MM>#gZP$dKNGL=oeRy_7(lIlub)b^eTBKIQekDW_2i9Ij5qv5yITJdzt-kZuYIN4XYV@Se(~DqHAxR99xY+2BMmQ- zJYq!ih6<5VMN6o-=NN|A8+-*Ca2$c186+%=jguTn{O1Ea{^AK!1RVn++!JEBJ4^ch zb8Lx|_{sD!s+Mp8(HyIpaPS>I<))F=y3wh+2t&KjV)NwINBD-rMwjEqtEX?^0*)n~Tsw8bWxM=B|GERW ze%TKh=mJN}A=H_l0ALREd0?Ujn+9mjC8v3xFe~hO48$o2^!Z;c4BRm^#K#|DT3C12 zT7e4m=VmpKhTorUNqt@f{2Nzb=HU?m$7|%;a~{#~ge&vue(R7N^9_#WO_{bV(yM5HTs$O@o9n zx+z1FJcG>G^~L#RZLI5S0{3CsxPgTMc@pBS>dY%YA+GlN`_pRh8e;9+0#GJOaIwq; zUXtL-17P0B);a8Sss>wYnxwlJ6HGE4OAi<_!T|K?ON7=V(t%ya_qK1rlTKscxzujQ zQfQ7PFDoCmgJ`VPa~4`?o;EoNAoc2Qw`TA?eJhRP^cIfYBCW9|#3He(##*A|D1<%T zSHk0L0Q}Hluzh&hw?%E2hLWc&NNSW4frYfdNAYLw5-%n3hiWXht8M(@;oZ9gdcJZt zD~uz9IU{fYi6bh}US#d5sZzarErO7vggCCMI6;%G2u=k7u>2m+9H0n@D5i=rNmnj{ z*W!rT(0)8TA|_4$P+_T+2Q4+>E-d!T>Gi36tSe<{yPYlgK7T9wH($2i4Wp>$$aKO@ zV{l)k*TnT&QlH$67R6ZCoE)i!KBC@K1#kK1OW~#X#eeH;zQLPNW8?qza$sor7Dhe>h>aJ_uSFBK zN9xZ_bw!HB7B9J(%vtr05zQbI27x&Ttc>r+zJJR}b763FB$YQQq?_+-e=qn3_8c=U zPDV%&@U5@qCJMOsKQQ}L@oYaNea)c(I|(2U{F|D35}yU@1F%K{m}4+l_^nxvVv9ec z*PzKiHEH)6y+urt+LRv^aoj-C9UxDL78c-VKp))ILY+0$**_;;@5i&uwMJAM&oyku z8EfLge>u*z!_BaKNu#|2&2OICt?E1zfkd(Cw%SZT0L~e}RpE5F-6?QbyAzO-8hhuM zc9PWOy@B#x_eoyVH1zN=H$0q}T;KM3*rjdg?c#CJT3I<%y0Ew(kiKp%>)M9WT^9R1 ztUb{HD*f}PPriU{wKaR^5o}=IxQEhEuxKW(a>S{l@4q&?%}H zWvlyD;j$zkHx6R^pzn3?>!CF&kw7@Q->wwx*|`$YvAtH&|G#YZVO{-??kh>O4i4S47k z4qK?8IF?kvD&= zE7Hq@+u~w3*^1wP!Sh&`(irhnJUN(y)8P^SEjJK?iEn$qgHw>fz}n*0?SP1YWMhAV z5-J_d*e_=?r(f%Pcq72y(zd4J!z)f}055FoM=lKGp1TWI7TOGAM7}xn{gZP-P!vy%^W!^go&d-mpf!;G?E#XSYU%M*lt9b$g^6zW4#0 zTK|$`fq+*P{$$dFTEIBofuma+kotl%dv40#VpF;>eRr_X@dXlkhQ0bIm zy^+|y@B0gH^Av55z2J4rB@*9wE>Yrq42SNFPo86^x=jtm^zrH9D`a$}y9ji{3sj_) zdv0LV+K>oMv2PAr8G+4vS))0I!{)z7t-HrzA5XzCimU3zz8^p#412iW9ynU5T+$ir zKU*4HpGI$cm?65xCL<8fd4YxWIw&|OB%qV}qO%5=+(4nt&1z`EzrF+yvEUr#%z@MQ zJ>3cg_}fPS<5Y@;Bo4&cqM{-)oCszfj(#9_m|0nw0CqpnU@}2JPyo8-2FskwzEEsd zZGOy3cCIn&8p4v~si*7Lgzv3e%q-c*lXV&5z4XW1xv4SO$wvJA01frkEj|6Zb>z60 zNmutSIW5f?P}82F_*`s%DBg0il;pnBox%qd1D>9KiJPC1x>nD2=kHn-dfDC~Whyg_ zkP1}dR(xVa&g>dcNWTe(1-9qr)Xb#|hsmW=wKC>6=57}?9krUTha1;f$YZ2z9sbX% zl64e-O}3gPkh<)gj}``w`>{O_PpCDSxTV9OmDO#T^<`(dj}Uoeg>;OOOj*%0$ZeEW zZiCV5-h>;*xu$rSxYurC=8-it6fs=uW=ecr%O6R0gL%^a$qH)zDo+F0;KKzOEgzxp# z`{g^13=KnDCZ6~9roix1d7xxG^Fx&Aut!^g1J7~Ka2 z!XyR76=oEp!CE)9+x5yDSG{n>LTt74ffx$2NW!lkhi;(?o;m3QjG0fSJ4Z&rXtu6r z3py-&MjC}>a z@O-p%5LBji#JG>zrs-NhHPD1g1`>goFo9fLq(UV38bzhYK_^mP)A3E>vCk>fjtcHy zCfn%MV=hX`(TnPllU{zo{QR1@L~dj=!3$3Uo+NlqUrg8wW8M{u@|Hw}(mRVs9!Dy7 zX;kv%Jh)Jbn3R9p2M1p52W5NqpvKDX?x3#vtmxoh>N{8_MLeUKewF9agx`5ddbd>v z#dTJ5!_OlL56`R?sG$Jp*BYRL=9p=ZzVm_gT-usyYfS~kPDIq}GO?;f$Sro5RrF_( zE;?tiIKlv>9oithE0fzZ5qMeq5L;u)uod*y+O^N`3XIvnz6<0_F`uw zSQ)RNljmE;Px^n;buNrxE8)>_y&9(fm%F!Wut)IGj@av5>GtmSTL8tn{mstaAu~63 zJ8-Wmn7{M_UUYio;6jyu$**xC6*M?op@tcZs3^~MMN|d()0JkJqJRTUBd12&ML+(- z+A+LOC*!5=*01po6gXjI0iS?#!nj(iyQimbOQz5~qo~h2pC#_cy7}ltzqzp4XHv!C zr0;d4Lm3MSwv$?P*T=zv;W@qF^aQj{p#K14u98OTXIIyNj0_{-fxwIs94;zI4?4O7 zsi?v5Ody&VB@8?VT^s=GVh!j1nSJ28A>&ODW@l>|eyz&SUWBDKA}#8I!NS4RyxTx?vGKHetv=XTL&>NRm_zQg}NqsuxVVe?*r;iuy@ zvSy1pc5;oy%r85N)XO8ul!>ory%Ns2COCMEI@CI`CiW_r>pk7y{y?~D<(H0eCNnf- zy~y3>Tf3B#C(rS!_SYIASAsMrc|Ip0L3A9uE(;&!S=?UklGs+WiTeLjO?b&=`y;aO zZir6)Uj`6^BCIO9#Y7$HxEk;c&+jTi*f8wAY*xP05sfv@=o6dzMH|{h5g=j(ya@wUuKUc`Jujzf zfMg+}YM#f*7VyP7D4kdB^u{!DPj0T=lqLy2+Qe%Xrq!?-b(zZmDlHz1#aAv>o_LAR00w)@1n zOAR^_yHScfo&;FFe$sN9cb+3wFSn*jk9_RA^E9qNlYjYD2*FkdO+4}VUgo`>Xq=EL z{iLow`lN|r(4g2D#phlWV;$7+*?Iv@Ysx)do4bEKYFLPT`pcTAw}%VY$@H%WjEdJW z#!ONmw2kB|h{Dc1Z*>t6?qFsvZM}pL9MwcLjCJ%C9X&5m=fcVjo6GOpszWBHMzKkVKL`XVaDr){`xsCt**+4im$m zwDzPj%4`2egasKa=pkmZuo!PUx{N~io2l~KaU0C!j4IwW_vUB*y11mE%E{&88lNyU zq*_yB5BeX^iTV2(sj0ay(j4$eNVb62qLk2RlKz)^IuLxgJu8yR_@h{SR`8)J6Ql!D zRj?w8gC^Wofqgv!&ZwX&`hFGH#csE#fNTIX%$yFpw8lMm5YdGC;Ukd^uv}a??ax=n z8CL$@p2mBo-Ghj#zW#_wlAer%3g&b5571#R-g1nNjeX5GBjj<7t~}whXv9`y?QL!X+&(d@TS^Ma4Bg{f!uLt&t%j;tlHtE1TK|Kgko`(&G@^;xR4J z2vXx<`@1mKVJ?b#GC0`({M_R=oc7Z-fQBBeR?i!`qR!hOIPYtJl8PITB_m_U_;)iu zbZF6$%&t334UGkZ^u!YBAtwYV)xl+l)_>nP{V-=^XtiZH!L|Lq_jbOWcTpMRciTlK z!BM?-c0)G#BLB&+;o(;nX5}6R@co`ef6@}|P!>9IA(D4wIS>Lc!>#5}0Rt375Yj`;I4A~aBhQ|yuQm;w)tnliOh-(K zEiy`!llz1aph6vdv3HlADSxg`L94LgU;cSu5f+t5pp=^v$0yD;Y*@Eo$bZEz z95`J6QsmPt!zb2^I=gxIlmc?miQMJ~oCGuC7$Dy+w7x&IuFe*4G3y*H(57eWr$N!d! z-pE&X6D>XQ7^NQORC7x_ojPdRK6)ssmVZC5S$#vD1@xUI137Ha*)e~~r|9EXPR zw&JQ~ZJoJ2&qL=0f9FkfC7GT&!nl>kUFmx4Vk&)Y_TBx$hTEc3+kB7e;Id|1Sp~ayfKMul?2^UYk>Q+W(P=$SEuE5Wr5XE zmA)Bo#UZGz3m)HzNmg1&9ua^qy6tQWkb`Zn7F>+97q^cN2SslN`*7!?g=Nz34Nx-)sURaM9$Y?e=f?TI+WJEh))1>z7k#Y@bW7XL&pp z^@y3R_(IpFpt>Z?uu=%B+=i%M<;vVxW;DkEj4&Z$g{ri_YU-HT9HZ@v!pnA^=dkAj z+G5(B9W%M{AKE2KG+56;+xnx&_Xs8&G28T$Hf{mN`&d-7M=LvnOh&03X z?O%=k@(MD$6?|@07QMT$Syyiy9GxA}Q#s))ot}==0$O`YD?Mir%ZqJ1K)dt*e3}=z z?bi{mmV5-0be(6A=U4R5fb;`S$adCL4x_^vQR_L5ju@sBxkSHWmYho!2iU+40W95I z9iHETTNy$MBc1@yn^JuGZye&X=!I*V-r_5@ygg<~IsT*Eh0#i0?XX_bU|1*Orh0F3 zCpfC`etW8brM&5i^2&jQyhXbbie^5^FaE6=l`t%hNf`P>Qb)KHr#M`Xm#zG{zV(}s}Pnh zSg65*&{85R0vURT6>yu7v2W%j1i3P}>S^L47>uZfZ=HQqnqYd~F3KaUEOTM2vImrb zL=21+1dwHA88rSly$9PMB~K|x1pNtLezLWypT!%DMzqc^;%c1;1}Y^HMp_L)>CGga zUwXDuCB6}~FI)C+y!xUYAe4ox_9mA`7%JUUd#0(5qorPXKo~UkA-jTTs+2rHp05=$ z#m+p$R;&Bl&YbH*g!cO=tE7sbgoz1VY$|dJ3S`pexs4CZgazT~46#2jkcOzx@qQm2 znX6Xx?ChOY+Ec0mcd^sQYtdkqp7mx0g^1j~3pPXz-~8TfZ-0{qf?yV^U{;(^`s{uP z%yE&^-g)FVk=D(>1j@-}T>A>iPL&^pI?9>a#0vzo#|YFBUpxIw5pUg9tljnVR7@HZ z^|sZa(TJg}&|$J*kYX#I%C?*ochvGz?K7aa!9?yIG#lFqFZ_}s;<9MmX`2vPC?hFG zxvF9tkfmCp@oTR*AbS$m1chUVblGl4G{Fc(qH zrW$*ja>`E{G!ibRGn*-=n|}b1`*4oYs#cHGcJp^Zy1eh+X;+mej=9Whiv4~aSI`KQ zRp{lm1_g8)fCGu~F$;UNiavMmmc&tz5##|Mmju0#)&>dKXShBe7)dm7|2q8q!JdfN ze(waW97kMfan$f;3^3Nd*AO&sKsH-%hMbZRmv;)L#wLNaS~LFg(%DnMKjZ`v73IxX zsTuwDzOge`xWvPuY2=7Pl=ZP#!|&dISPMNQPcSF*Oei4Jn$?E(=VkH4E4jR@*nvB) zgY)t0->Dzgss&6gG`k)*dV5(x% z6^$_gZF>skAA_ON;8;sE%`kDD?r`$>R+k=}GjV6jqe7Yfb-CGM^df@BJM{oFZo4X+ zNMG(}L4tOvgp0z6EQ5fZDt`OX)@o~|@^bT8nYTE`8{+@<@i7N~iD!o{ZK-IU%dgTL zhPj_@U(Z=#j|HrK9niJzxtnfref*mqM z0VTZD6q?#)w--i^g^!{}zNzsg3PE{|9d;C3Ed-CHC{{Fom8o33;9Vj5*+9S=*+141 zA+0)8(-FMnD$#!hS-s2JsP-x_YR1P#iZE#Z?FC4%f=Ll;-Hk181Y6{sRzlI3-3QyM zZACWS+c<(D;Xo;U_|tjrUxJTp>29gULfJL%KvV+ebHs14P@TRU%SP4GTV_=&Ve-P| zDH9eG_{?3%UtK~a+&$fxts)!mZ?pf<2grFW@hpp3XY4dT?++ul)-_D-oZ7z!1QTy}aRp{T<8~ z{<4e>>*8pG8!~|+*~c)#ZUCoj%jHK-7f*)`WZj0#S&QdVRy&=fh*S<{)63^A4&Yyc zMl8AU_2X<&zSCm?_eRDnmro2|7+VeANPhgDV!rZ2WzMWt4wa;z)sytM;;zzW%i4Ra zQ1Kv1iS0eF6&cXpZI@jHl&)+UXx*OjxC#1>W8$6D|b{hNoG$ioDmzc`R_*+M8S`>>3?#uTkYba_5>6~6JJMC zoaEWmjZb(F58n67lJ#-tthi^l=cgmau58=zmt_~(-OduPS=p3@Z3RbunLi#9A53-P zQ8wbBn4KSdJebS$85u>#)pvjAfWx@SxOCNuJLq;^<5F?^1Do%9n?lF)qzi}-RHWV2dy zTp%1<5T*axF3?7*z+tfsDR?vmq1&!Yp>%%9R^|@3!d1fZp~%#gP!pw*c_EJY2~Qpt z#z05oQwkC|TiC|e?LQLS9jsotU?L5HVMI8wCP?1%_4wc?EiEicSOoJL=HiLloY+sc z94R=t+C+IeU^i_XP(d(xa)tlSjcM;2GvyOCcs(XAB!0Ib@nkK0@G zl~$+%XEX(D@BX|(iqU*=G06J+h(fop(xA|n0ydvQ@%1$nQ7d*dp)tBl3bGUHPydbv zELNi3%6PeQ^n?$!al#|Wiq&WnWwST`W{xVFgqRnJ{MHvy#)cN1Bv*;`Ili0Jfg)Ps zT1tLu@N?{Y2?ZwzO%?^C9!g^*`B#M!jUu}D@=PA+-QA-|uYVQGm(ljB66S}Zs!#^Y z%?PVNRT~%zP5T-8vP3+@viX&9w+=4!P0y}z5&t4@tvI;-JkR7f4*bg z+fgt_F@2v;$Dkzo*{nd=M#n!`uqQEOi12E$Joif@XD^}XVl<397vbiw>XGHIBnJj$ z8NQD)W+OMr!=|>nxLS!ftGI2w8}!+{ByL@qWKEExk<#^;15lV{;}r(v5hJ}$_vU-j zyyBla4Y9A9E`Kv)jZT;+23S?Kscv4Yd^n-)eUgG=h9qYKZCK*je$f%gh+b==m0w;S zRo8Olbw5Qd*w+ zHH126j|V;|=(`|Dm^ReVhk^R%XKEos>o&Q04FQE@WQEflhpM;%=)azS`u)mssg)?t zfJB`hrw`O6MnyS*H0kOISFKg{9$dbeatYP(jR@l$T*_D%n)fv(J*#vnj!5ag$z=`> zz=HOyc7@FVQ);c%_{2;IR2pw8J0B+7omOwkB-xINyjZ%k zgBAB;?Y2oif(Y^PNYH53*^==8mE}7>b-+m0NsP85IclP1RdIXVcpGK3_>&b7U6aGb z>K&fE1JJ=Q#n5oBJk0grcCp6r6x z?c*qDg0iHF5{a3ZMRfJnEi7|Y`6qWC=p7w)GQCwKTI#0m>CnD60}jY!_cWm|d*7s< z^EEDtm2ybX#G9O~zJNy)(ZEGP1>5T1qtPK|pQZ8+d)UTbsFqM%d-B7=R3G0op4>pT z8)ZsAE0^YDbXX&-E0#`Pi9J($a@61UIK7v1fXK^cnc2a-toTVEsnS^mgB9lS4(n2x z{;=E0LX13&K>IfJWOBko@o_^M82}XfeX~Wkzktl^JpE%_+`LAbHlY(Mtf~HTb_N=kEqKfA5*TJS zi4H@ku{?`Ph~Li5(qDcg_{VXq1A8QFI#jjJy^iqf!DQ)}u2P+MQeoI;K7~{QAypVh zQEX_oI)Xq;i1N_N?_c7B<~{XTvL`XsBo8k(Trcp`|k|A;kbm*-`IYJ^0r(b zNd|E0-g3dv4}7)y*j~j%$1dXTCHIbq&rgs&V!csyfSp!-p?d*ak!>N_OBN1mlWh+Q zgOnU9+UK|vVd2=rwo3L!Ix$&>zdie|RsQM5hkN`p=i}be+3%57`5JBE7^s}&a=o8i zmw3!4?~>tr_4JJI5=>btX`bI!np)+Sx-v4H>D@$;wgEy0#KDr=o)+O7KJdTpyX5Jh z%a%q`N~Ns=?MzI%VFu8;$#mEvc8_(HPrSx@&K4a5w?AG{b%G zQicdru;Zksgq?sp6sIaju~c124SRtJI9A2f)O6~sStl39J1;=14WKx4@BG1>sd1nN zRvC~Ur_f2F$OTT7a7B8oXVfcr%i0(H=|mF@H@L2U&}hqPC<;;eAdoClDaEEeB9h7L z!VqL&J8#!B2Fkz$l8iw6;Lne3FQt{=C7q2(auRLetEl+@$p5=e?Q9>rTCsWEb-n}V zax~MK{VDqJ(fc{}e%W2TFO%1?nEB{8KD2a1xZh*gp3?;|4dtTl|D#E`y54J@&cRLs zHraE3*7Mih!=quhxWskDW3dzTVMfge=-I9W&bK+gKRVcTYj;*d(1u`0D4PvxznQD; z+c>kFYfLb#{AR^_esL9(k&&-jOnO6_IiQ%#;<_C(q+`Ego)fYVPiOl#gtjH!?ZxGr zBFjZ5NY9&lX9FuX_AY7Jewr%T?84YSCk&tDI+HVQ`YmgL^F_jJ-yvh|EjrHk#?DLl zjG-}X@r_&!CIdJEXUQW>9y@=Nutt31R5Z%gH%T6S^&d}@o;|yI)IRCi#Yi9paCftB z>NBhh+JvB#Z=LtxM5YVPziC^=Dw{FJ{>UyC#_EC->8%w*} zk1=_r#UWMDg8`$8O+~#j)dt?DYK5x#y`QI47)V4CCmJjERGGr5*h;P47AH20ZtPue z%@S5t+^HJOaPUd4R=8k#nC*1qWK3WO`q$2C$fRlWxxbo#b<3OB4}u>`Il9-^byaCa zr=5wXoW58Kq<*qx2paoW;S7AQL}ajK7TGl3Z0{q{QGsev8^$_wB=VgVdnYlWolT|f z#3$#Z4w*|c@slf_@;jy>@{LpB(5?kl+RpEvQxfPHxu~{u#vQfclUO(&@#4g>Gu6q? z|9!5FRG)D#{6^288Nu*kAZ9c^s7CPO=ULT8EK2V+Te8$pmm+2NDaT0oB$H~gq0yY! zm;sHIU3V7A9CrNscH=SO1j_pqHlxZij!8J8VNEP^hDc-;%G4Qo9%{#%FHto0FcK{6 z=(z#@JSpTDEXJP2ViS%udB{>y|16WLC~fC&?E>B;Cq|11#eGlshiCcM45_FdCg?9a zn>abfMRsNd7F$Gq!DO}1RLdy(Xxpg*iNRWVtEgDQ@eOuyVi^5b{gNIhIH%-#eX>oB zZ(^R?rfHEU`_;yoEkt%>k}*)5l~LxmBa4Obt&Tg&R4^tI3oz+!BNF!s=ydp={Vrrr z&KEt1CEkzXZkSdL8g+hV(jdeCgUb7|I`iZ!8Za^IL?z{wlpq@jqPDrLp3(IM85b`-Kn^zBXy?vxGajJ+hdB8oIvz~zSf z%<h7U70dG19x>4Nhfl7t#283Povv}f^|;zM02ys?5`dZ?-m{A4?fSKE zJ%*sI@f8#Bna+39nv%iJSSCu6c*VDCRpa5~lO@PJH!D2T!ChQ9O*5Tv7Wnx=Ty!j6 z&Tx+7Irh?~-INI4a}lV#*F6n@1@M~%;MlFT>@d7Shg8e0369pVI0 zqyDAe>CG39f}R+VRXU7+<{;trTUdzrv4Adhnnnd#b_mzhp@?0_Hu)v-bqr30L z@qd1<9adcIu=pIe(KGMnx31^61bPsu(|&_nMLk%`fT8Tp;IXOFHLwjWtOsc|kG@v=9}wmL>z zMrXI?!yflV>m(K#Up>v9MMKvKTbpaJsl0I)`ydWQ=XNvf8VFfKU4U$zqJ8W^n7+Bm zrGLMASHGFE;Ca8M4Js>5kb+NQa?)uS`iXh*#N2;S;s0biyI3JO(GRT!q|7P76q4jXGEj*3i+Wg!Sk zPp=>~v#_!85@1@0E@$C?!1MND%pTPNs}?Ycq>%@9pr)i6iRFeRr?^Ku-U3mxyA~M= zDKNx4*mjStt))3QfOK~H*=yyfmkj-if$}Gv94Z70k`At>1QP%J>t1j&e$%fp7*8k zS}l3bC7w$)I_Ba7w=#l5i@U_w>I0&!YZ5P zO~u4jb`y4GdEc1788{E!h-KhqdyVZ`3=;D|9q>@W88?BS!$yBjI#w3TA#Hj7awOU|H`j-+kMRrvRK#&W1xb#=$yF)W5k%n zbCdOH5Nw^f_kLD?>w4rX@n@Ge0+V$-aed}{hb;_q8;Ya>3>3JAtqc#XO8eK5YsV#X zHl{tp>3}Ld_RNh4l-=IuPV$#TA>@>l^$d;EC?f+@Q6{F}yh}H@d?(jy`?EF3zJ^6& z8XCAkWuTps`z{Rtrl#6H1AE%@NishlUSjVA)a(lqQ^g78&O zEo#Z_U8c@86)67o1u|8BZ-hb>T00{u$!h-zgzV%_ z7qb=xo+!>G!#R2%_(j;tmk_{McK`Ck3jcMLFVxDp>cmY5Yn^ebL^#4 zZ%YTmM!PqA8sTlJsGQa_ol4yO`L^)e-0fe@1oyEI5` zx+p@DtLN*WF~7YOsaT-58qVEFSbN5rJAF5_;|zuTak8M1S=en+ot5Nh`f7a2_CZj0 z17xbMzh~?<^t|6#d$L2jdO8=JuJGW0FYg6#oX zA4EPSzFJHv1-G}_Ks!}E=A@RxT{udlhCeiCiC2Vi(T4(M|4SL%iJywmN2O~o1&5s@ z@LD`5BDe%a{^R#Zp>OWzqGhXDbdU$>h{$g;Kv|s`4~>`0vRoKi>?7zZjwpNQE0(>f zSp9k?RJL_DhZd5egL~=U7>*ne(Wus(&GyGz3rO*%DtKSmVu6ou_VkiwkmzWEU%7 z8gppUeA-_FmxqsSLNi|91y3hk_a;#9GS}oBqJ8)radUHX&s$+Uh@&_ex(qRX+%i@e zac~jO^n(s}?V%s4v_#cM@=%E9wkXMJQd@I6$WzAs)UF8yzAMoGd)ZiwRW@O6xpB}&yhkFH4AbN8ChhSwxBZ++4({7H^;6F*B(Q6s{_^j3wB zFcqp>fT#b%$CeZ^a$zn)i5DC83A{)6ruLS&0}7e}sRL`7!%Q{SMB?Hb0VX};b?)qQ zK|#|M-mgaZ&H(u*(pON3o?s)it}WfP&dO-7)(S`#pg^H_;}oc>&kPD5A3+3~#8AHT z_ZIAVuk#Hm&8mkWkQw#dAqtks&sUeo{pqhQ)~}{u{n?5Lx=ia>X4r?! z3a%<#`yhZss;jHZ71;@*#qSaby}26VhBE@w+;@xEDB}V;oHXL~ZRVv;iwYWOu&8Kd ze|^W%wX)jBTj-OHJ-XuYp_FDSk^(Kdf8KuL`_Ip#rCSZmtpljR@JAEqef~b@puh<{ zfUTj^4rn5ixx-G)1Z?s~V~EtYZ-C#dVxW8lOXC7I3!VK!kqzaTR z=j&sN`lO%R`%F!#ZM?@*xm}N$6a=`tAHAYjnfBNqR_R&)aF?P!C!X5q@2sv<>gOJ` z;?dQ#?9Wt&$$NQ0o0`7C!r+~T%@r9YpF4k8=CsryV`iR_w^-fosW4f3@H~HI2Inq= zuso?RHpA`s^3~A$wu|c|LYMgx^E%8An#0csGX)`^bP8z*GR~m)*d@5O)XkqV{?s}{ z730xGrh%=3l&K_! zyDWC7%mU$`8-T#7bru$*sU^^06^BPWgjzaxhC6xY*?+IB%*2TBE91;I!@!~xQivMf zovT%KG`nzT`>V!=91qU*71!ySPOwOup-%} zKxc8pW66WP(R)8|vbDXT`Rb_67kyRyY`SEaFLUwhj2z*jWd17TqJcGG(OW);H3xFp z7cc*HW3r~;yMDJKrB1eT&1*?}j*k)+gu~NN7UU%Nd0fT!sp`Of;<+Ha zNO=zs$i56lG>}keb}vMk4^DUC+WCn3u&y_r$g)6Y2xGm3VJ*--qXB*N#{ks-V(>z$ zSIEpd$J02i^5+ctEYT05yJ+JO)iDtbsPPJUP;l~xglW$o{fE+Vk>7Y!49e*s*aLZB zse4WZ);)1%VTA#X$%Sp!TNx#dayUeP?J)-y&y{S1xVxLPALP}`^@aqwpM+*A5Y_og zl8odlezNpPRT=f5DhOS~ z=`#c>wHvM$?*PF=ursO6^HpP6oAq#r0Uj9p!DufFhpPaSB`@mKska;64xKd`_`ksC@$q0)cC1cUs=f z9dT-57cPs^Pu09%%q>iu`95gI+GWg$kP>$u9cPM1@veWpd1chw>DYe%A2Nl?U<&0owQ}stpD`# z?(%3WSP<*EXB+(XA9PyNHWP8MwDRq5ckWMX^-qV676&~wD)bYz9M(;}&*ba`R zJC7#ZXZDi~{|T(5pYVs>qqRn=Kw>hy{zRnana9FV0wxuiN(?Jso(vim)A9!}WlQpXR8s`#mpq;l>I-=w|{`i7OIUsB-Ly1QWHvl6Ys}%p@=AHv8ou^GCKK1eB?hXO&4lz)hpi7+L zW9{^`a|Aea4DEPl_9bW&{HL9hKiT4Bk9vY7kJe@Oo;2J0ujtkkbo{>glmyrZaKIsw z_cz?c1UNx9PG16^`qmy4E5*M!NKq}_X)j;1BI}HuuA67}ia>zm=yCLEbLr{u6<+Zl z)jq0CnqQJ?iOzWE-RvoTU}xL;7$1n`KU^3(gZ_&*2WhTHUgC^Ho-A-ip5Q%MLZJc` zhT?acX*n#yXrQHrZWwY$({cm&CcSX&Zfq&fdI@Ux;X@%js#4MSUjb^-CiW&_%0rZD z_FVBrVY?~hF{NCZWu&`tV;^IC&o*ynRjA$Wbu27d?jp4nE)si^uX?#a)U~m@A?<(JLUQ~6;i6(e6YqznLR^MV;UbI% z-)gfT9v)K7&kaV#y!-I;mq*KrCfW}U`thcjUuKwKj?bPVC6?@R(yg^#2wiObJ`1Wt z0{m4|x|JNGp-_H=(=l~2WD(xOWl!GDW-&o-#KWc5heEoo$7#;!YH((>wE=^I%fIjb zMlA|YaR7I5Qs;Ar(R!Lt&ce-ok@FNKMy}&=zz&V;%WZ7~v;qf)dS8Vl4?tR^9+Noq zpusW(%U4f^V52$9>G~M8f(#j13%VBm78I28YO6U8;-Bi#FfT6$AW4)E=v&S|QjkZT zj7!ld2ibc;*Ci*Cj;*tmMh4Kt3n&OZz|WQvE1ge89U_sN=H6fQ>}qOl6-Z>z^2;}q ziv6=H9)=JsG7l~;X6o6K(P6aVVLi1FnKM>BpJvyTu1W`h;aU3=K4Exb3bGSR$BlH8R4UI#kSOV zMy9TJA^g{k<{H3IxFK5?H;CH;29(NGMAmndFM0wyER%-^QLAcVaR{g!n5>-Ig6s*0h+qS6h%U$xc+;tGimLu={EoYnsUL6qm zoI9W^suD^Y0=!jO8N*S|J!W2RZt~%ww}fOEg2Bqw6?l>ZDwu~Hb31s#=->8Mp^@q2 zjBNynI534nLvswZ)O4n(lEWdWbm5WO|IEj^KH!t-1lS@3ZsrtY1lTg8RL~0xv|$2g zm^5t)j-(QdZ-80;*e__~VgSI}o1`0J1O;Vjmug6snBxtk9 zqpxy{FT8%5Hu}@wDNZm&sz@l^Z@Xi1F6n?`v0#uhS2w^bCqcCB+O0;oVGl6MeFyO$ zA~^f#$dgOpEl;jy|L&vTVZFq3^v<_JJRqw&_o?ZC?FwIgc{r6Uuzvjt+I6`5e@vZa zR26EwwWSe|2I(#->F(|jknZl5ZloLO?vxJcE@^2I5NVKH()B&OXPoc6Yq)=G+?!fs z-Rq7yuUUg!krZ7iGKs4d*ZZm01=hT(d#y~4XlwuR$Hh81U5Ntf;vcvlt>eojOhu_QENmJAi)FU2 z9ee)@qpks2NUZ57p^gYQN(j3$e~5HIT^d%&r>9pn+ax_O&{mCNL~>;YuH-XYm-6*m zW^2jHfAlUEHCJX~y={c$uhz!3izCB|V5u{7v(a_irw8M%JAd!Uy;JmE)o&UMzR~!M z6A5d$ULRu99JO&OygTxK{6ZDd45;=X_W4??(~}jlH%*(N&`D#m4_*b|p6-qSKfr-3 zYf@+-Y)4VQEa+KMBWn>4)j+avV&cx%NxjZ^tzr7E8$cbh8yni#d_Q z4}d+p=Vz4hXSudDFPB~QDh<^8H#G*=*xXFIN|syX%Fs%2LpLXC%BtO0f;W%;FI^9P z${)k09YaqGh(%afSY4%tH!g?)e7J>$hKkeub_SR76eJS(5+4mTmq6et5B@g4C%~dJ z6KJ|NIxcZzOmc%n(q+_=eyiFHWVwed+E23y3O)u`I?5)UBS6a}NmxpcL=TGs&DV~m z;UxS0!(YBHMoVeAg&(ex2Q8p#*Ast>d>z#7d~ikkzehYb2WVjczL6#wbT3az!or$6 z$58$~d0=3)wLPkOit&Q%7KHZy3pfk$ecThae0W0OVJF$EOjat^S50KhdVIb*h3&pM zWoHf;GYbZV)S>&u+j#R+`uKyXXTuDP>CnE9|n!$!pkhbOUul~?#n{e#{ydd z?#JKv6Q{>TD(}=PPRgpfn139Te&Dgcm6cFP{^#+O%#|;R14=}x*PJ$-*=v74!-SDM zp|tg>ZqvmpsJyDMhbIH@qICt_q+ zL$Ao1ZNl^OBL@+EZwOJ4;IbA!0tU3vu})5XJ<{j?tFSsE@ZKLyWsPXe&S}mnWI&x4 zfV;#wd$}tW*N!&w4yZ^OTe6Lu(DjvnLk+L6HjjUFl|YWgq8|Dx&qlQwt})B4R8DCPUO$D!UbOTNI%G@%H@#ls z?L3^@Do%NW#C&c3_d0HKRSvk>F4Bs^(S)kDQA|cF zb}M9tWd}cIeth+aTXPCgV*6R>@`Z%5mLK?aGkG^2ErJmC-GKdYSWE-fv-&@8nDXV5 z1_7OLU@71xez_s~aMU24XZQvh>c@fg%g`gsW&cxReKs+qcFIOa>3FXbL1@~LIdeK# z1UchFWCtqgu6={T@87t&0z2Z%iqorkgQ!9x!So+B3bxz-+3@LDWLoBWg#i}Gt@|8v zR3TWDP7r(i8Vh(_ir?S2vYaiH%=TDs3nj$=8K4k~9upf2))i7)0g@9B>$V+@V2$4wxVrYN&`(p(KrHkdQ_&Jb*4YmW|mAsxya`J5p zwWjCETj+je+GRmQ6H0|S4XDlEpq0^R&pkcBB*zTuH4fh_8i$FYCWYT_oxga*3v0s>#Tf}nieNdZiq+@wT6B#&+XUtkFI^7q6r;uFdy%P z8vg&fvVnoE=?I{L2WVxPk`F+I0f5QiX#IXURjwpGJDVy+PL&b2OUfq&)T{No#n%5M zaPMXSEB<@ITD=PO7uEa=aJb|{0t5cwX!NLm9$ZSVgouUi{jKN?LBlH)A zddPAMc&SS@^955`k2b_nEl66Af5(c>ksxCUtf4)>e{5=!adVsRkyjN-)c{q4kx-&& zgi@BRMz=)$Czv_#NozIZmxdrA>huU8D>T8Jw4oaGI)!wip>^dSr7P4?RT)nzuC2jE zn7N&V5>q?468uLnOU*M)o&!SbB1Kl&?x1vx9RPL*kx5eNPS#Vo3o?gx3Ya~)fjs+_U%KL3?OD@|ldwA9DqrY!KxUZ6q; z7FX9st5?V^gkgQa>F=cOd|`eczI6t?r&%-SZ`C|;#0s{5PI%wlcUDl#Y9XF@e&Wx% z;0=qCBG$F_#1Ls2;I??v1| zoD$G^<$wjpye5>|+nzKg-QnKes(^Cf83e03)SAwVV+BRUdcXTm;Ei%{jJDP{G0=bx z+leS#hU$X<^jY3m8<%_SA2Havl;wOPASONr!Ni8-dDC-0et>4>G~EmF!Cud6CuJMr zC3GJ7Jg~Vr04&S-xdpiqBVgbFn1cU&*uM3V`#<#b{le(n0IeS!jN=rQgzulIEp-IW z_lxqa?S3{zo}4&*P*bCe5-a&Yj)yYU6zLS-EuouA#i1y!)?Cz*cf=yF%M#H-4XtKlXB*HTyLK>HYQ6$Lj%y}<^Tl;^l~h`ykmgH2rx6na|igw z4*^pn5AU|F@6T_2L&eBB6e$T}3oGeot*{m6z_0Vo?20lAo&;EmU%wiB3b{` z2H|kc4#yf@8k(o~|Nb(tu%nQnuprSHNfafPBg%4^NMMmjk`zTsOqyQEle|^OOp|`& za4w30o|qA2oP}=zpYG?Kk$X~OP?`3#wd3ijyc7;UMH1cXc!bEC3b1Ej7v=J4(L zPF+J{CD37^fY}!$WIp>aEZtomwcQ<7z5Mfb@4Y{v$A%yGi`#T`4+5UAtOLWJ@z!{N z%b92P=~HUYeMiq0knM_KOLiK(XXih)ybq#nqhFNy`e0WkDvPe-AsFhqVjeAu(&*~? z@81Hi$bD-hQ`}IbL+3&oYkRPv5K7QBo^Yio*0(J$U zAD~`ai^)@%TmBi(6iGzzElC_EA(MFcdi(7+{}mSr+)lBB^c>)s=KNmYs)U!hb+jEdTDGfXLI@?@|w^C5rV_EuH>ZQ(4AT#4Gma&&_gK=$)GR`bElq@=32G^q4iIXaN zUA7HX`v@iFze_QBhTZ8C8qIpTLk(vi8plK(^cv)L@fpgbi7a)-@N&&U!Acb_JGb!y zbMlcpg+3E{Tg)Fs5~5;iBDj@{e|rRs6PQ-#Z>W&kW2w|7AM!P&P7VVnfwQ>|CSD+D zgAx;sA=D=LX3on@wzn(-*5@bsA7?xQu?+bjisbR57)um^29d9ZgJn_kcW~`T>fqmo z+(tDRA4n2wbUrVZM{QK8FcY#kB}Hwr=(|NckEO^!kp|`TPQvF{_hZ#Jq(DWA_sgoA$hww zfS7=M*C|cn73y=c8gzH{zNh>`rj6=RO&a54?Vok=a9-0Pm+WN9CM{G*>ex5q{E6H_ z*Xw7qiwDBG5a;3#FeN`P|0)Z~4V)n|9&a&ywSO3kI~KT{R|6B+E?mmy)vDv(7HLn0 z>(ojxo!oNV+4s-x&{oR0xmW=ictIT1 zbl~=ETz5{3qQgG@dH)m)6t0j+W#8cYfLnPR8yj@kAS_xX0D&V1U->`!H^4))w)JT_ z_GeDpTCO)0SX>!8LVb)*Pi8d`HKfi*g7OFU~FvD*lx7|EL#9O-fjfE;pA)5 z7k_|&i#$c5W%M!@Rx)t-%q=d4)f`RhAbyy2Coo|pX<;gT6Y_VSV{6S{C*YWGxz~wH zK8JCO2X$-fKLC0Fm^#0G9L&mG2APD-oXrvxo0e{F<3xOJ2`cpw`;ek2iZzqZXi;T1 zHi|IzuCg|vZ@E;m`%AsXFvXC0_w@Dt>tUb`nmSNfqx(HU3ZjdPiz;>=Xzel-k`!p( zzTN7{RMkiU)=(-;@J4`%2#W{{4N7kR=Gh+z_$UW~-y+0`M}ZDo2YXCIW9anxamRCV z5At4H#L>p)50j%8@=Nd~vP*Dz=o z%YDxSfBzmujQD7`P)tb+d$TGkF0_Ry&|i7oxtqR7QYQ$_wbEfP-0y3M`Xa|xno*>uq*5`FF!pz#K`t=F z{^;gW5DaZ}m7xQex~=_*l(-0Js4A1x2E#4mTB%|sY|V8&XsZ8IG--dVyx!Vk5%{Y@ zx1VkSSBD{q7EH!0Km{ub>Y(<7N6k?qGVd}IQ2v!R=UY$8B%zJ4(t)^nv)p{}6*XH^ zRIHc`9FZG{dRyKIkop_U?r`@I2RXZ5k@O4H^O_Tpr%`% zh57Yse-+Ig5n0-#(W-`z`)W|3u^LpSL|eSco|7N(4iG zPZDBpq)aCJ&(*c>p0O$w>MGEjUzl&m!pa%le0qhuYOFOiWA|W$wDd{sRF{y}hq0D*+G}1eX<- zl-xE|dF6R^9@3v7#>P5>7>lRE?*Skj!xbR+oWYLu1$8+%2%ALpk}p3cc&+#6{Kk5m zm4_#SYE18;pl1_ectgK5iemyLti03ki=Rit%p&u;*?mTbk=01sDl?1>QKnD^2#;M{ zg6~gzNL8^jlxVz;G&GrZb4W=@q|jkOFDpk9@ZcN=C=)-M7k-JxZRL-$aRW0(@yG}$ zk;*(7GQVHnyc;3dN2ihy8QJt?9y#|UI*+8iIpsfjm0#4DTr;Hvz?p1{&_S;Z9}hJF zEOHzqo0sS@v$ODwCZnDFnI5#v^N3H_sTKBpd1XxK z<|QNJo?P;UdZkhjA=?SV83v+Gh$S|5hM15t6=nfAV}N&(IyO8L*$qr2|My*fm=(9; zu)**Ay)98|m!hpRw_SMw_pi9Dw7hNm!_#JJhn0h1mX#iysFBk|ftCX$w@*Upl}1nI zb)vc(!iOEqk7R-WY}qkN%{%{yg;=kCdCPdN|HN}}Xj9nH5tf)JkgCz&A`j{*-y2s~ z4cjXd)uK`hK{YjgD5$xK1UbPdYm0NwOms=Oae5PNNjE=S;Ak?|#<5%NZIDa1AX#Nj zR?>}$9YgF#3H~jb)CoSMpEtnrq1*-R3Mp_tn;zHN3QbZjhoEYdc_AB8f+97M`i3s~k6`)KGp zN+zmOoqdOH(2DKlVnUF_MD&&@G)Rol?BAFVoS8)p2{9|JJP6o|CI2p&GoWT|fsAV) zna@O@{4O%47=sGCdgiRCHe7?3FHIvYXQQwl|{;fqy?j*{!vwI6mDpF8{%mSd9(!AL8RR z2p@sa-X5_}yD@BWinZwtHxUtu4uZQ#`*J6)XQP?pjZ(&VxI_nv$qByhmZOHNNMfwDoJUa*N6A%wC}rgjwGNey5tfoa%1CEe zpISFJ|U?kO@xIH#lGW4@{P>a`Aa|dkhV<+(u4@P?2N$w zHGMBA9ZzDu*6yxX=gwdniOC%RQDV*{G;*ZqTM!iVRh2^<;qMW}?w;?fekwz#i_6PT_?}Q+JA^?UbxY(*OiaYU#pZoFeQ|-NVAYuTkuJUiVu3R22En8YaCU{95R|ZZxyi}9#NsrZxs;{QHdCK zmfL;XR*l-e{okWg1Z>uL+z+vVA`E*?O>=3dxn^+6!FUB_Ej*UH+uxJusq;73WdUOn{Wk-4{b zCRlGI)TqyJIhtH|!@hZ=i_xWV-pS`ohF)ziS^MQ(T7%U(dPQ3@UddK5x8onnM09?X zkjA}TUVfeCI^|4w@yy{Q&6}Tb(^GZElLSjE|KjnqQ*Q=opJHrlZa1_(Y6x&EW+l^- zr+@&?(lTQ8=4hE>5gG_=yHNDjvO4`j_I?AAm})<0yYQqe$d$i^GV+hQyqZ%`W2Qax zJbafDEb!ozpkRTds-8$in)02|z>#0bkoGqjB3p~S(JK7s;J)SbVDpvbmbfjv<(Ahx zS|9OOYgCxynYQH|M>yCc3N6Xsw#k(w4RJJr9!xTlOxA$0N}+(|8`%%g>oKT)A&^kj zjj*WIX_8M0t6WrNrUj*H%q#*1LH+I?%I>>)vadl&MaA8vA{CW{>aa7w5f5@8|GVsJ z|An8FycNnB87MvIOvFeCM!I=gj0<(9DZk8MbjQ$^Pt_sevTvFCg)(Nd2PnhYCw5WP zWsN9oDWYdE6SWD{s;>5hBE5SgWUwmEW#^mcDczd3F1=LaL6oA#XbKa`D!Ez%FNa27 z0fDH)O2U#oQ5gX-TJJB$se03icxqn0uUN?6?T)Tpt>i2>v_6|nnMnQ$k;YX)kUmpX zrj)_t;1+KS=5&c_FrLFqOr(A}j63Tc_ahHMms$crSbxrL!Tj6cG`+9Fqri z8JM(dCv%^iXlZD^0i*Tp z(7Gw&szX1vp)b4n!Y5YMC8d#xcP_Wk<|75!(?z;m%18Hq`lU(=8!hZ98?pyDNa5=x z+%9!2q{DbpvdOLXtJMS_{s}+B%(2|uOmgRaA`jf+0kY{c;Qa`6qUxs=zLkX)&3{Ky z*7eo?JiBNXF*zBlHpBKkA~cX}qaFvml8$__W4w&3nsZv+)fpqH`V+06P+Z)7_|b+5 z(0#nEtZgY7$BVIEcVB*WoLyQP0R{sFU0uR1K|zp@KsnBqBKH~0(_cs*_j{b3zJVqa z7hyGv%i&K=$LSx)^U+6C(y(soJ+{2O&u|RIsftVNzQ0$sO14l+_7F>U&%y@g^Pc%) zmI>e;o=I#!E;RySmH-JF`0UdJqu_$F_*HkMCqNkO-k+-ef3*Mrp2L@AeEfZ(6QY=A zdc3B4%=uV3yb|ym&tge#7dE;VGV$3#9-6iRPRM&0-yvk@&;LCxP!#6OKr5wIro_s| z)?cAkhC6go);hj(L0W7F&L}f8b?N;~xY4uV=;7!0X#M$I(^cYzVG@Edvvtn%V!Bw; zbA1Drg#KeA**Q7p_gBYm*Hzd*G0iRKKWuUh{XF}m! z(_pFRW6E1BN1MWy7F<>AmCIh3n8&}&so#-WrzdB8hvczbi1MqCJQw!zmOP$KJ8owX zgnqAY2W;D|dDHCW^<;)1P)p2)*z>2;q+4*FEwWTXj2DP@$5|&C<4k{_b8KF=kjeU+ z@kSJezQa{6IN}PfdZGw-Id77elWU zYa)w~NeW$JP+>;K3;UMvVW6J_dH;@a#|0YQ%FdTEm<$SdLnv{PfBZsG7ThWLa1IUK z@K+q$e0Psja>=q>JqgUKLA@U&>MLb=<6`akwLZGXX(x3e21^vMp!D{I#G;@A{4urN zDpeX5ueZ7sc3%SuW7QoYHKI8qgS0E8YGQY_f{T0M*9O-scmK#bnh#r=D%fp&YQk*L z71(o)aQ-*yaSfZlH9mNnVGu3n(QPHd-4Uw)EJDIiq&iFn(;C=&2~>ts@$ejQ^!L6R z+={3S)-Pu0e{salQz*Cs-o#SqY#&g@E97@TO(3Q#0?hX@lY{p$5@=Mg)w#gFdB9}2ouvV zG)2lXM`-3rOnvFZi???byhQB{nkU7Y41eFle$)RokfNz4%7W*{aKRZ|bA%Tc=t3ZF zExxGI;vZUc-!l!T`+mFKc4M4y<3q)(Y!{ZOQmwa_J#&|APu zBYxVmH#7xSk(Z<6OJ4{mSd8N@ny9?Tzm_kMV&DqR_2`D=2>hF22Ch%gfKArE@z;=AN5fpQ_Z*kY`(UPR~_JQYzaw{Hffgw+ntqcu=%V##0+3hX{CF_IdbQryHyx zI}s%AssacqoTPr1`s2R_-!EUJva4voX{+KB=NOM%i4yrB)waHoRGr~CZeoUyDy##d z@a~(E_keBa|3xv2YjYbJd)$1YELZ236v{>)6ZVsZ| zs(;_28}olXYCnNGWoH+&xw&cidRy6%7W4Il<+5!LCg8?nMi1e_ori_NXJ%$b44D7| zEQnzMKckbYKo6{ca^T6i=Zo{iYpG*>2n1vL*J9l8dz?^VMh3&wU!l^&z=VQC%y^+; zm@rXS0i|~t64Jll^`woU5{v40B{9pAe>7CS*p}U8O2$MI=2(rG$e5o85cJjen=ssZ z%8VbI&6Or6T@SZN%h*#&KSD4a?YD&Eh|NDjfbCBn=qn06pEv-41W=uG!3DTT6Z#7h zzWTf1kjcN>4u^$aKYt!tJK9nhEcFWtKl7#;Tp6TZT{jvJgbnp3ET-aie^GD&RVg~< z)DI1+_F8f&4aOJ3zd@d-#6R28c?FCr=%CnA_RMhZmwLb|PM`N1s~-gh9Tm?tjC9OoTw zIBN_F7!dsfxLfRB!N-}BN3n5o*4g0`3D>ApM5t3Px`UbpmiXc&NfJrE5=DfwO;X?+ z(0GG|cw=pcO@~dEQC*7OT#fm;|5e5WltN>cuTY(n0L!F6I2r=FB)CJ6%qhTNrfL+| zFpJyTZfm%I?YPrSs6d>+W^^0xt3s6M#7v?iV_*~OMQBHDm~fNYJL*u&mdoJyOeIm! z9%w9JYNCZ|*=+5$NEgbHm_Rd2lo~1ZINGdgW!=a7Df^Eeyt@gKu|=Fo%c#QowpK&G zGTPhp(aZ=jP6OH2%4iOvkK~1;b^l#*yJP)qqgYAE) z{~Q?++A`NR%+P(lL`1mG_~#{{ZkGj90zH>HRBehC#|;c``+xuTS6N55*p`KbAHZIv z$ZMsr@k<6#+b&W>QoQ6XfY>&e0w+9#a0MHZfc#AEPGExX^0}J%^+RlKbkr5rO%Ve0 z<4!~)&6(b>L8I`af&+Aq>7}ytIVCD?`$vXK)gLL*5doBy4`d_XK3(^WBt7}BUoEzN zbj_E?{AzC>Oul;$_wp6i`xAn`>+V?G>mR zK#6f(*aaO?7-6qj6aaSR!+FoQd9IV3OAo{K=kn%&3lAz_0?=<{<_@ETdr~A*v++pm z%+tvenA$}xs(d1%LBExCA=nC>l#u2ZjSshu{~p80s>olpq_0?B0HysgVm^&dlRkQc z^`tX-O5OXs4N33U;_%~~8o1W^3T;>)6_&K&OJYav<(lo(i@L20tS1fa3j4tja%Icg z>JkDOnXk}v#jGk=?Y-Ou79TXk#bIhY_9+%~@qRmxd&^#GG*r!|#|u2LINr|*n*)jg z@)R$^EjOdhDE7s}ez@@Vm16+mC7eWcN2fPX(Vw65mX@*sOwgmiZSm*nJtI7ASkYk) zm@jhvHnuoAx&_?^#%2=3EH!awW+;adGyoFwh2$30GI>2X34ql{T(IK})M~ zg%T_=*loYad;414-TY9;=_zE_;aJzB?Z+bu+v?&aE6iB=8C029wLZcP$Rtmb4s1nY zq1FyL+bOVzY^6tkx@fUyXER~rvq>Ju!KK(`YFMFtIZGacGE`W)Yxkl<`-)%7En%1! zZa!XlvN1;W_g4jrATcy(4>CSjhnhHJYhO_!em6Ps7?5Go+Sr@9q$(^2+E$^5%>|hs zRSY7f6(u>{Oqwj;?nmaCw7wz;P&E6$4jAfvo7lIvwJecnc!CcWO@(97LK+f@uVBH( zYtQXgYw2$RQ{`{9s{VGv4{NUO~90L!bb;DoL*@Pn;jKyM!aznkJjNBU$ z6mcWxZ&dH^$*@fxO?`M-Q+M{8lzNj(x*gzAV4&*$HLRw0PJDyDgU;f1+}#9C)k5{4 zbJdndL(!-7+CkK_KD5U-YHDho*M?8Aj*DHUUU;?OLg-FU}9&IFu-Kwne_NT{2Npm|^2kuyBiUeE1#CQEf1E z1oEqa)e7PbvS4chpD+Q}84dJaGCULYTO;^{S=&+a+)gLFOae_uP)f0JNt0&Z9(`IH z0n?`Z11{cNeJ8V!rd7x>+K>CauKfAs-b>00e=y10@lAb9uxAN|M zbuV5<%?Za|I}lLJtnvIFI61F4~ghK{bT zwY7Bt$l?Z88{k9&TX(QEiA+t!B_Jf!x2)B~00r{}e)ylP-^onQ_xI;Ohku3uO(gg! zro9~mjNIdUUC17~!qu$R<(fYkQk&=+7>=|KkE|3_3a|(&&L5diR6(g`PJXhnAv7}9 z^FMP+O<{<`bhI=3J40T0{dm!~S82_G6E#7VoJ~Yx0r-{En1xK^CKjJk7kz_-b?1}= z=t84xo43~_V` zB)C{RE(Anm-d@*No?Z5VvBndonfO#=;pRAX)nc4zts4Ce-+7cSA;e`mxN{RKj7VR` zN$hk-SS-LqT1bb%@%8mc1v62-JROHP9AD{kk)b;e6zg2e25&sERn;*hL8&B%CVq$4ec)}fm;BG;daADOXn!< zJ4QNW;|n@Ca6t+yQi-sc;%u?x8Fvw3ma^|ZQ3T~qiP3+Cj1KUaZej1SDeNe~Te$B= zb5ReF|H0v{T^%owC58oe0+KfR?|IqW<&g2}sH(wWHhYYW7I@NzX?Y8p5Fx?ny=|6i z-T2dO#6I7o1nJ^({$e@Yl_-gJy*}BGGHHxIsI$!03m0iI(8geGpzE9|iF`2yd83a5 z9dy39MQ3zIQi!U3MH^=k{b=-v&%zNXt+rpO;T*WhOZ`lC%3FUOHkylb?MH3rV=AEKn7Dj2E}P(CGdFHuc{u36h}n;1vS20;o;%>v1Dn z1w33*;`+p;*33G3{Ba?v<6ElOKh5#Sf_Ba25A3bY|Bbi)V2I#o<-kfYyCVu$3r9V7 z^tn1a$#NV%g#h1sa{~X!&QOEvp3=t}y}la#4qO`5IOj|Lji{xgonT~UkfCrxWBBkR zZU5v%N<#yzs5B?vE-jA&hvGY2r2Rg!RS&z77JC32%A?MOxp@>a=&>jC_~nccY^5?Q zZv+$frvHFO0+#DF7o@bWn4)N0NJ&vql`e&apC6xqhzewFN`vz;#1qVRU|CXg^jFv^ zaA!Pq6LR}i(d=+cO9Mjs^C*Kxb^4*iB57bb^6WB@l9ry0l4L$O zHf|H{WtZN@P&Kh83-omKB)XtZzP%lxzXd>SX?7gat<6_=7 z#!~`{--8;CRh;aAjQ}j>ji0;ysDN_g=p57s|dy=J274C#w)yjkl*J$M+E7 z2aFuE^hAW26G`sHOn(fq%_7Pa$3R=jR>hg?{K=1kYz5F~60qt3KojFC%aILNnl!GHPfibbtx@_!0Z|K{aX! z16I^blzHg%lpIrg`h1HiTc9HUh%4$3LT2I)Stf4T2iXsF*<@+_G4@B;(Ui!uzxh(+ z03s2tQl~XxRZj|?im@uj*etQw=44;a9PwGZlWeD{LYQnisbwuH}Ns9Bd6o<*6Y*JYd%N5kMY`v8hbKiW=*mepGGi;#%Tjpz+Ls?#CsCf;st0qOgn5{u}=nF3>rQ$-X|oy;B^O*_W0M&Q9+|mdV41QP1^3yG`(eA zlUDplqBCrGXL;jzK+=08v!U?q0_%oSZ{<5qYi6T*;B4UiuY-a3DX= zg!Y-t&eH+o^?UZ`YgFdr6AMrbgDgYo-(MpjzRBBW;9i%pgX~Hod!)S$H^w94 zaSCL3-<@7G5?8-fCcL8$x;!HOFv~H_hoDzrD1G?TZCL03=ncq#H8rS#vA~KPcf7jN z8X&BnlS74xHAqO9N0}?E2-uSVa^l}UdtbE#4`BsAOQILD5zM-@Vskwr*>5R+JxLL!(nd# z=oPFS!F@rUZ?fH8m6_++mmVji?G_UTCfxH+?-m`}Nx!Dr0R3bK4@A9pbA47#!CDY; z4Bnx`9--)PoFcdXaonm$5mF@Xr5|zH80=pE)%NZ7xps&n=8r3+pO~Hm zs&J5fL6F65-+y}TdNxBoKZVLTC!vBpnD)DF8Nhd*9`6rMYvEDAnFccb{4ni%;+h9| zJ;tkCeMU3-ofpzmz$_9{JohG4jEPPTdzA}a60K4ve0nLea*+~|EsRx~>z)b%!LjoZ zBvH-=snd7&0JY;iwqsMSZsIAxN+oOR|6~j%Qox0cK*rdiX&@5877Xk{XJs~7m86mt zSET?Vim=2|bplCrb+eUlbB&ox{O>!?60^}{GU*n$qAFH4-t0L!1ccnd=A!f^4IZ`q z^Iw4DK(gKwT{5z;lA^Hu4-XBvj?#I*4Rr-5DcrcMeh!eX3Ps}26Sx&o zTLk_12puHCsa8oQLl+gF3l2zKbpZjFmrwpYzFL%tRwkdgo-1*u^JLX*5dyrngzI)E z8gE}(!>`gOney04=U6_dP6j7En^yX7Y71Qc^mR2TE_I2 zY{{)MDU9@`1HOHQRUeJTtHP*6mKju6(WPp>26a0KWQHZ@Qe@Z8peI-%e&0{+(<`74 zBuouSd|#LXv8s`Jdv zNs1M@zMPFUH%j=O@gRR=Lt?#sL#<1?>r| zr!{O6Du~(u?OIoeWIi(^rk0k2TcVel70XTxjl<;L@RyOsDD5rQbC1(_c#>yxC5wGJ z^z+kKJ_r8uJuQYt&+qqVw^bYGA>pV%LjZI}z^dQf<->d1*s**FsjukHy=K-`>Sy_; znRGV4P;W6wkeQhU9L@trmjGr<0lo3?u!ldPJ>hk99+PcSqy}sbgx{v!x2g##qD#(ljJ-Gfu5Fns zNv4uhn?x14xcG4j=nqXQni8go3TIga*JAa)UAjL^c8{=LofOS1$&2%#v`m^(nm(j8 ze_4F8k0ANXx8d?ZI~>jbjOgbop=`+qfs6g3zc&ZU85v4HFyjPT&r*;w6v9C3>Ct_! z4>EDNXI5rq9Uakv>DajVzCU+up%RT4?@bMqAL^7!m$YpEAB-`RYYOTmKHL`hPhn_(8PA3Ta(b>>BW)J zjk=(NgTg9&yHIQmGEdxRYl{l?(wR$Ms&^t(F7TY3mXwG{rlwr&%s=K}1O-`G$PyIj zBMPJJkAOBq8};|46o?|4n}Z@6iQY;_Mnj&PP@_Z1r^5gd&@8!&MH1ltS_5MATz?0m zX{XZRR(Z|!8T)n;$QoAgz=lB2($Pf)lF0}>-B3|dHoCcW^1ThlLH1H2`Xx=CCiSr^ zo6k9dzvuGwi(7ITO_kVrLwdM(&!E=uU=uMAW^ma5P8_mfc0qu*d{b!fdKJo%S-#Y+ z(Y1VZy`GIkJD-)#)gdiyVUmEnHq<;sIwfK0E1Y(4BF32~y0_13<*6C;x^jpvwtH5m zL99fY1eCUhkuMQHYmlk-e(J!J#OKKBF|);DJDx#tHh&Ghh?utk8k<_DU>U2RCL#Ie zX0!}BJG+V{u^G{tB8rM7gA-p~bLgK=Pbk$Z)2(!zBHSF^|J4Ezues3?!n;aFuZUe5 z^XJPfxH90Q4vVR`^SN=y`?=5_*FKXyI(DuDzWOv+#LeN5kNam38>(dlRRt`KsFF>C8ay6)BtgBLyIzp!F$ z4bUVGo5O^TW}cov(hWkS0S9*uu=|nrYMp@`{i6|+a&Gxnzx?9d4@{aICD*Mq$DP>1 z$(AcbXKhL77HIZiyl2~Mal11g9^u8&Uk|ERR478LXM9nUNB$v#R|m5VA$nAPDe=!c zzY0BT2r)OF>W9CEuPc@~;}i;yRKWOXx6jae@sTzc(oHBTG}swM*gwi^kw#-^^R&<= z8*?Q7o_wn((peEXnZ?EQQ-e27oDp|x57e_QpWQQhn!XI{%tO<8nVvSUuT0n(qy*r5 z1Pipapx$V+y{Vk0d*5y4*o&t-yh~(cO4!w~L^U(v=l8{}*|GMk>hw6k*aK!RD-I+P z0TRmre9N=zyc;4~Qz1s$>FLv+JR=qvOKI$$)(J`7rJ2<^Df*n!56oCd@G>PM+CBb) ziSP?EYPsCa0*TW#8m{v zcvDLgrmfv}Y?}U6^?k21ky2a?I-RD9xtBA}wH9a)tW{W@U}Y2q#t3Oi`mP21N!>Ke zni7gCDh|As>gl2!)`k90P@A>~-rWA2Z4N}Y98Ldv@++!5ER=aViU&jDgMW{YsNRzi z0B^xAY#F=QL=A+aHQFvQmujTcA6R>flZ#Cwe)FWtEAn{s_7ysH6)Foj`0&YY<0*Ry zM{<|xG(ho?zx#1MG#Ie}J>&yZ?Ao|$C&W`7Zd~;pKGfCUyt1Mqg1!#(6&He@ zbHz`J%IvvgPS&=of3n5L>MJ58zU}4aHTvB@0$Cc6o=)Lg+G(M%L{#g&?)_?bixl-! z@>>nOMzd3Pi9&2iLW%R;YNmlx&QMmS=grgoTGk$?5?wLS!YZ(%AtLv;ey&_BsN`&F z3ESTfe7x6StO~4LEIMigcA}M)S03vJw3vwrR8Z*XlK4*Ou&-Aaor$nipkAZD?Ct5) zn3X@!=ZL8mhKkwFG|?!qM^oJb)K;nnPPctWs5uTgta;ys{xFz|i44M*2uF@CO*0n+ zc3!ppdY)eQl9v6n;PK>YSgp6Vz#E>CJF|wxQIyC*N%cnTHHI0!aqz3HO9HzXR)a0r z7Hy+0_`mw&_zNunmNbUUYc{o42D zv+jTR6`Wi@bsMH0!ALXfhT-9aiMbNGNM&6qJDx3 z3St{@`^QXP+i#=mDzbXd5YH!IHOM0ufF3^MZJI})7k_@` zedLZw9+^OI+(zO_&F?=Kc37t%k%l-=l~B_Ww;!@Gke)|r`;88>7zs6+H+&H(WmrpA zyw2_|w`Q?X8#ZHF^=8sU$3!XU8!uHeG9!X1f)2jW;C>?+guxV5tb5qrsGDg>{CUiM z!<`u&@jhQT`Xwvt^o4J3dx7fY&visJm*m^CN#)2Pu6L-RR)CN|CwbITTaDgmf9I$@ zQvZIsfnn_?uWSpij`Keg$xFmY-nEwi$zGB?^JWsMG0tDe_dbX~(ioLaU2YprbnUuV zs_@NklJ5JQQ?gwD%&MAi!4^CC$oNq6l?12u_S?Ay#+6w*b(ZfK&wpVA$4^c-JpQz;03!XWsw3Wy4q}L@xNo%$3@r3DagdQA+ia2(Vu{!! z?(hE)8G9%E?Fe*8wYcoY7Me{GC80<|M2stBP3z9FJ>3#GaRc`#;&5pMo+=e6jLs?@%q+ znogHR9Ub3;^hv!oOSC?t1NoEXWgZYq2f(W2vY1C5i?xw^!ud5daUR`U#NevB=}l5u zS!hil9YQDJIDvliC60Eb}ibb4!v8m4D%u10FmCf(%S(H#svS|NGc`n*hvTcXxNWY8w7e4_+TXeq=uM#+H0> z1H2*Rs&n3w0+!$2us4J+29CBiFU1+i`R(*D=aL>+HJ!gMOhl}zz(y0kAuBkf?-mwP z0-FpqaTtxL;0n4>gJ*A-7DYh*!A24+BOd1fzj0>s-2cbZS%x+JhihCBBt*KT8-&q_ z#Haz%l9L*sG}0v?-6b`oyCsEzl!S$&)8u zIlWWwm&Usa?cY8+SW8~!ClwL`SfT)oA?~zWPKDo@@&2cM1@@ zM+#9oaF2&UGAzYAo;1cEIf!h&9@(=hn^ur`{s7)qX;@zJ!eHC=(J7#C=p za@hay-oJme5Igeu5yrv0p$Wt==3G9@jK#ORC(!-Cf!VryP1TCFx(h5sHjoDw*v?td zYC9qv;k@04TW@)SWbQ?iU_)s+A~u`*T&WDc-vx8D=Co*7aNO!zpB47liQ)6CeJ}K9 z0@rSGH~>ZKX~R#BI&vn;;8JJS9kQ_*EEGBkY(eW@ICoL3`a^TN5tia4Tqjy#(Sh>4 z)mE>a3`c`LN)M<=$yvkJPw519d?dUTJsvK8KEjQAXXPTS!+(}uj)ocikhgc_ILM$A3A!+!K3?^ zGq>M|G2_~!Jd|D$$-2U~0vVg04%>ZOSzYaVzFpdEkLJBY zFX4PgeG*Ut5F&%5o2Y!nWa*DNexc2<<&bu4$%!csnA} zK?|H&J(L~i3O^518uv5Mh~3TjzvutGT44qT2FrkBk|pVrGFhqtaEy-tH(pUZyZyuN ztrT#zCl(+etD@FGuUS-A2fm#vQs5eknFfi-=^bDEdxvTNo{Q{@$MMu9i=bT z<*%>b_~$r_tM@)c*IhI`t-aZ1f$(^5wZyRwHt~_vF{+X{U9O`O2iKe2(Y(TNORF~& za8-e}8X04SbyaaI5=||gE+A~4sk4q>j55gwH=pMXj#u=XBM+HFgUerlUslO#f8%#` zQS0b%{q=2!s959P2RWAd&0L5QR!$>%X0E(^&R1WTdDYx-?=Z2-fTb2e*|IaLp&A-nsC_UrP)^{itB*XFyR)G2Ep zK_rl@y4Er#tStWuST$B;F~=4;qej5kbHQXJyN> zp7Ij?rdtwiEmyaGVlLSJdiiazmyDITWg_H#d81p&pxGR3n5S^4YDttn8WNecr?s0o#!%37#hKlU9u_)DfEmNO%lkXI;2`tn|9;5E$Mt)F2 zGG+_aBJ`hcXlY+THtF0IYN}Pb-*md>F|kKt!jHYE<_#m_e=s2#g&Po6R?EEYqUm%=c=pUiQ1!i_lwZ{!v*ia{qrfz zI#m`^_H)ws-YbIR2XU{cEQGvYzrL6Dj98s;KdR$WQCC@$IHqb=wv7l^-C8iSP(&+? zK7MuGZDGs8OZamnr5&fFdM;W(az%&maNDT88-PRhLsV_-wU_t)yk3$>zlqb)Ittzu zV(~~ba%9&O@`)zInNyz88s47Z#Yxw-5P03B3B z^+TGpjEsWn_MH4q*?+Oj!=#hPo*omA`)x+w+Nev2oDmYB%8J9RD*6r&QH$Ot_x=3* z)PQx=PLTr>gU@vjL+%CeN)8PVyKF^q0Jl4K&Sq_W{kK(Yf*RzpKAQes9OHK}$ar1V?|03c__u4Zj{X6i~tgdje~xRn4IqB;fL8@b8iM@{92=Xq;EK*HtxqEn!cn9 z=~!rk@}LA_nBDE)#l<}*TTibItvzr7ie_M!7#bNt)i?bw??7F>b@g}Sk+k&HW5nnM zVK0VhWZdZ+0($7ygRPIw{(EOXzsxUQi@CQE7!V}$4Cs)>@Wv&vrwd3?|n9y+e5AgaLw)E7ho*i*X&I zEn5a|zV$XCmc~-VDO||fB0PdkO$Uba2p-Ek_$oBPz}Q37ccz;krGy+BFJ!VXNKoTl z@g^uYY)fBVQB@!#5FiC-|jCDZq9!WXtSTa(^N#}D0GkCXnl*BZ-ytUf2(qfHj$EIhL61!X7rEPvsy_PCx*G!avBO+W3)zmj~vK#6BQz5tcCgy9~ znSZMM@cqMd+N3b(!+idKgg=yp;zDff%;osM0CiWNRb3^!o~?tO0@@=yJmQO6-?|Q4 z@}+cIUMV*KR@T;u_L-Tdf7XY-+#x3?$0vBG4Nvwm2|owt zPwv6N+ih^1n5n)Og zFbE9Z%6Sj}j^2=ZE*vyoj_kEA<|?hP{`WdE4ICdI-^5+Ny1JTa@Y9+j41@h2&68DB0RJ`9d96sFk3x|^XTmos-0Xdj~_Kc36%`?iv#|$Hza*^gFg%BPN$bvD`3|!HDx&P z%IYPQ8YxlF#JP_F*meemXJZfSG#qrmcVuD9PkYf<%~*UXOZ`JO5I zNW@E?QU#nx1Z;Wc>G7u`P*Kr%HI>2{Rw)Xv;>}zLy3%@&?D5TsyV5wQ?2Sm}O-+=|ndW<&W|jGF6f$jtIhsT+rDEV~Q!o*R zLeNVhcK~zz>f$Q;oC1Vsz)1m9e|5%E;;*j3F&|^-mj<2nOE)a_3a}~TAOb8}HVAhd zQSmRg`RA_;D&GH^rx~jk7p}q>R9O}!w|w9YzPRX@HL)*iz))MrnTXn_mq{T9(WP1- zK1+S;e-vV_qabda zT=srA$y@;yu4t~tRQZ6G61s#0|R_sgM8E zn6*;%n;ag7(uTu}2fQV#uV(10vEz2N>LqCjVHxsjsgc-hUo#jf612#piYvRny3%`i zq&2@AmY*H75WHw|p_8sYht61vI z#EJdS`Y5n*Z`Zu_U3dDho|fjX!+mT<*F~L|0{QYTG$9n@(0IEQt?GB)m;JMR<9@?$ zz-G&Z6qoB`D~a8n30^1TS+;2BKu~Y9ED}&bo|&`InEH^uZALb=e+nB+^n#l|DcL+o z?)-S5cY@ZoZzfyTuh$3&i*H+fd}`vzi0PG+=cKvL*YSP0zwhJ9{QzGk4N;1LA&6~0 zs;Q<=M(1Ah27A#VW$e$NCM&g~fLN`?H0GY2^T(0BlpXztCTG)SQvInQR1gO2jW;=? zZvOzOA&JzThgXm|K8c6IKtMe%bnY>0gMfcNgBXd0zyHrYC?D}4>im!Ap5Q;K0gyCNx~r_Ze-M@&n-PWeYtJVn^35(4hp!8S(2U z<&dCjUmuxKm$FYUWP=c*@^IrH88-B>U;{rQA$I)Kvqr*1*2m$A>MZT1we@3!H(PRY zvU`w*96lH>m#}ZY^kPlUe;6(C|Gh>7nC<6F08|`Meck>nh~1uJbu=Wq zCnhEoY^8xAb$VI>EUo~+`uO;`5_dy-yU3U!R}aI%!J&08;F9q9^{Vx_{C36|TT}&x z>>t5HveB&NnJ_5`oQY@f*m$e3q$GpTZ%YmebR(6Ol{Kv>7=Vhre0c}$F`Lfk>cJ`B zc@!x@P-1IF)$^cwv3}@NhcWswu3O4UmgTc(ENyk%pC{F(>`B9}ONqVut$W<{>va$# zwpR!pICW-5T5c{F@xc;TF~|R{`WgkS#_{T(b&n==Pr+d^fXpKbbCH_ri?DiqDrft} zC0ce;g%tWikBwDXQHx7+TE$)>!j|`C26t1nEa#Lg|I7>jlJ!S)4^d4YR=pGYEd<`N zh6{{dUiyKO#t8QJtjY>Vm4mQo5(Q-N%$sP0;|Ih6@2WTXx_~8RuSW4*>*aE&EWF{sB@ujp(LDw^Z~D>KGq?*78Sh=Ol8 z_l?F*#4&=X$jQ03>!0N(U?FHZLM*HD%3Uym*xe>!A&+*t5aXYl2>bbUH{~eG5O0xd zEd&Q;KmI+qRzAEH-K{;s^Z^e;#r8^80i(_0v6DW1+=EYA)Z!>ljG)x8R5^|nY`>>?wT7BqC2)hlHd>3g2VKo3{YJrwnZ1)oubnx@6Jh_ z?vKeWt`c4^5nh7%b_CGj1k@Gu$jsdkEQ@`p4tW<7@r6hb1~Np*l^GE<(^`*`=Dfw91W!KwVj*|W z2O2-M!v#3qE$Fs5C;#2d+hFGV*aikB%kyUo;B;H6$+;v-&_505oo%NZ_3)lFS{%^h zi7}_-b>>P{7@}}yu9Bx|7@zVZbwO{mCx%#*(whM;D=3qRWo3__DVEwS*3&a#c?&km zFHMC&o(L1g^%A9Yj}1WU~erjAI>y*a3djwoOmcmU48vPSe>ex+VSN0 zxG{=SXWiQD9wJ`fnlb{oMJ|5;5u^ujLikO??dp0yw(oFB z)$JVao&7HD9T>CE4E2Yx{UGJf8FlvYxloX#%-4)G{hRz$+Nt65e?>Ds{t92p=07dK z=x7{*w|9H8RLo@slS3nC?fhUB>;O*{!ak(}hcnQ@O@am#c*-X@INL$k@v0<`_oc1Hy<@UMMQ>?*k6;O=DL~f36w+tV*-Zd{ZAkL zVtc~x^LAXi0>LtslyhLo%g{H<&-lm;3=Pd3{c}K?!IHtjn{-znp7rwm@o@npH+R<4 zhZ*mfWtjwWhn>%6s805pveRb`3^R8wb=rV!h2Jz4J`-4=N? zQSjUx)wX+CxuMoqOQWN$Ij4COp83??0SuQESSO&zBG6y>H~Kdf^-ZJ#SJ#MOT-GI} zF2)bwJaETBS4?;nCe&U6KEj0t^5){A=almeN~M;xyjMX5<yP(y8xX`*85_y_%}SR@cyRvibaRkOv`L&>MZYAs3zq3jI{ ztCZ_JbVd-uDbgAgp`6Q22||-p4T?7f{k7Z7#Oh{jdo_j$iSopcjf-A->ngzIJqbs~ z&B^RjK?56Q8xmHju7k)Icro#JLy+L;QA|5li0(LBxvKlL&GD42a5s6+3kX**$$X|e zbpalh&m*BH@!FFci#EI@x7P~$`G(k!8w_8P?ryF(nyd0&u;@VN3TmcwV>l^3q^B>1 z&ocVpsdH9`$~dQgN_Q%{_&`tfb;nR6f?kF^;TUS=D)#RmcETw__N>7H!pBD%)4e_4 zo?Y7t@Nnx&vz?tC8wcC`%{jZre`e*xlUF|8jNU8*ZC!Rr3449F0@s5u>wk1L z1_v{!OK+(Y#UuBRe8Xuc(9Xmp@qo*9W3~D#F4zm)^$nNa_?4lDEbA1U7B3PGR0>+? zVe#Kz>NONJICYipe0^Nx@<0LqQxsF8rC6N`b2@9bioi$CTSB_Sg~*7h=xC>0#MbsU zQ|@4GO;e<82G|^esOpiKEvknn;4lXtM=y?6IlUzvR|?{uiQ*L7klG z$XJ1$o|y>_+NOcNxVO^kfpQNeS0bWs;?*lgs}VMjwn|~hG?W8g>_ajb6SehbQ|rqy zZPSR*-hBI%t~fadYit+}NfcF%dq$ZuIZ=IsgS^KyGVqTq)2E@H1p%vF^^BhwmC2dh=L`V|on`hPPogPurIt z>gwqwDY4G@b(4ejLV0=l_fridD{Ah()f;yK$4X}Q+_kx|I{Sl#RKFo8Qy=F_scY`( zMfLwzTTo!9r{N_u}~puw-9fe<@s`juUuEVUS|kaB_+q-4yd)VFk?7+uq#H+!~x@Z~Ic8QF_Pb zbqZau0sda)`{(#k94`;?!`{g1O6TPTF`&s71?jx=4Nj%Z^c>m!&gc8DfJodxUw;XJ zY}S8WoskYw>f>PkT_BA(2>oVJ6f*ep-(8cle?P!>1w8h+j|G;ZfLOv6oQx%?*V;nQ2=)H%DA;3&bZV--m-YHCHFA?HU zii??%Xi3)<7!-tb@Rf2(IU0HL)`uyTbZF=Ur%DmzT=5Rbd1}bsz&1!MY1YjlBa(%) zOikmqe17$o8r*jPpos%C*36;rb}0rQZSp>NKw<>0dG1~O{KLWx*;tsJFCTQiwEMef zrTdARN#)Hk56{?a+5VS%0;pMfsej{cz9$vam?6?Wo)M?&^Hgc#a1>{%WQr?WqEQl7 z3QL`#a~k3kZW#&IJX^V#UGrj#ws?5>Difwn{vDV8BAd@^gC*4T#XBDJVFkan=#aKm zx@ArudwD3Licx{eU^aIa))+th5W}S#epnCZ(!I|Hv@Btj^5YExbnyx7V`Ne5S;L5) zS4`%0hVFe-ypv_xpPCevTR+Bg33t;4m&=d1m*EZ~eh?P~j9b|Be|5q2E*tIs3q{=(M2eELKDKp%`h_tPUol&A=tl|Er+oHnltW${?L#jLjZ zd1;{v3$11XGGUgz_@!(R8=a8s&Kwa z@f##v+k${k5SRp)2r2kp$qoyU54jDHYza*w5>|fP_(2i_CQvf=wTgC4IA{_;-p!TG`!^ zzI3hd-WQn2=qk_Z_H|J4J2{)l3YQRqHOtl#Q|402gvl;^d;*jZ#p=w# zD)@N^X27QjgI2e85@7yN(9$F*m6wCNeOnd%_q z_@vhDRU*w(`=yButJec>Y<=u#r92N=7opx6-~OFsiAsg-XY^B3Qav&;vwamhAkPwA zU{0Re+)~_UwAhv!_p~)g#^XuOra(uL^C>L!NKtB#o{+1YRCjRT=uc`n>p{3opoY{X zzg&s}vsV9}-~QR{rAd=ypwWKz>sd!fJQ{?7&E3p5-r$6ovl}u7SE6M{`D*#JHGI$S z8k$^p*j@&CD#)2N%(my7?u4xP6O-%i+Zw98xLg?7>)$wJ!Y zGYC=TF>1KotO6e*`r7}E6)HY{w3~@O-VL;@hp|q+A)_G28J~xD38!=7>&I34->i*&mwu+jK(}-!G+xA z*SX6GgGBf~w1JfbvG^(b9w~MdC6cQ1js~ri8b8@rVRd))E*E2fH5~WIzK2Z@x`p?N zvyXUx|2Ra&>nWn&(qI3S^F1zPIN|u!5e!lVt5+o!#rns_?kp8>7VFE*KiA<@Gs{rL z#CRzB{Orm&nnT+l0^!KCPd1M zkm7j&p$rjzxF%UtIakzAlNtw64;AKAodE~(!QgfkD1o{yaY-PbCM*js#;LDoym;56e!(3%#S>jm0zG59e zqN6d5s;~bVMe6oz_NcDWwc}cSZzF2&`a#PIi8hwlWU(M8u`U}~+500N)%9}cX5BJ+ z&VUy+P_U)^jY}^1foX0&p|>Y-f<3*UOJ(-Zw|Ge~sUaQlX=aAJK%|7(qn>Gcnu$T; zc@cj%XhYq{*LOT*fwqTSHY#{s;L~dz1~`>T0}+m{fhHOe%S$WB%?%b1mD@-m75Ju> zF|&blx{{&rHwzNk^x~|pmJyZHdPV2d)O7Xvt>~r8*3QmxjA(p1+~n-xyLcrr5+Z}X zJyz@vLP;oGTM`fAbRbn!(0oRbz?FhRXRhG=#!XiLMD38wm6)JX{W4KF@86+A!l-%t zyCl68%nHAVyqGAyyc;4O9v%obJ_;+Q>EzIA)wlXhT6(q~X$+fJTmduYlPAUtWzbHQ z;WMiFHBAGf;nSh@q2bY^;V9*TD@q(@fj|1+BqaV`#rtLLWKaX6fSDQXe1pKDH+72M zjQ-Z@d&FRV>1L#SM$^vDu>F?dXhn4^Qb>YtJ^zA!ZR{p{4c<@L@pw*<4FBGwn-=j} z%XgLyYXSU_?es^$^q+f#n(%yuF9e2|NivH^3WP)zTNaD$exOT#FmhX+;d;F(MJ?I^SF&T)N3=y?))vsIIN9OQLaXx;uK*bkm8w<>$q) z+p0Z%p7h`-tI0k5>?TE-*)e&Z7<&0(K=JyD;_!*Y_@9g1&^B@a+K6`^|eP+7P z_8ABSK~nL-#?y{;4Zj^7S~1tqTPie^{|XaME|HcUu2helTA-S4$~u999K?aGG984d z2cCl^mSpq5`3m#&^tA4a7pSJDzJ8rj8&l)rw!)B{oSeES=FEpQ-;-=# zo7HN{WaL=Ae3>S+iQIC6#!B+HESII%#q07Q zssDdT-`{r6SnZ9MR)hdN^mWwy@2#zu;Es)O?Pt4|mIVIz5}FPBZOG7$zV0c&Lor`q`SkY~K6j zNHa8#nW~`q;sx&_Jdc^=72sV*(EEit^8?^cH-B^!QeJnu=HP>q%@Rmr3Mep7#tBO| zGO_aa&jI2FApU|STBbjwF#}$pK!jtOOdc_j{&&H+Byew1OzE;SYbemo+l>VvQiZ6b z;hbKSipUoh<}=te%UE?HPo^YR@Dcb~h#Ul_i$;<30;0 zIGDSrbQ=|`I8!p^RXji$$ck5`U^zx4lVd3yI2+g5D|}=bw4GgsS@$YphX+xeTj>c<3MhbR4)}!uU@Y=vvkbGO-&u=>Wlh}g%9SOjlUsFjoC1hxH6YL6nCR0?sMmgHQbod{J z=y&7CJtzxS)l9Z2)3lA_{)RCjv{H+S46I)k%&D)XjW17lM~`b}aYzg8P+3GI)@z~O zVE3i-x@~K}_zO0qe`lFL$K_ajf5e2>soX(P@W(>$3?B4l@Or&$&f^Xq;Yx0agfX*{ z#_w$D87seh8ECPH@903MEgtq%Jm}|}$H-r*?UbZ9HrGV8`uI=iEnLJ@vr-+O)Rj|s zwXmsJ7MZC-39;GS+uWHrlIU|R1nYE4RVEW6!Xq*7xtn^@0WtDSiLyd#FpcSjA%q*) zPYL#`J#Wa%e~pdV5XWQbFWlf5%}LnQK;ErmZ##WX#O`=Hlu`vAOmNHH6dphZrx*9* zm~Xcv@-UrotUx1rS0_tt9c=PAC|EvwJQ%r`1mT5{@EH-Hb@j}t?k|Eg!?eFWPtSii zguy##bOpw%d=s9LuJ$iJ9-UAj}#&PgVAy1Sn;+P!{! zgFphNoQCA>6ORjW>rKY!^)N7W7j^Lp4r?ZM4OcL9o?;;4CTV9tWoLFv1>0Bqu%lv!=47(I1Fb9ebqSWhG}{2 z`2>XU1^ngqT_FwV#FpCk2M@)ok=_4}`>Q%7!nj_6auEbB`%ALmf8`mtn*Y&w`MHb} z4`8#s;;=42hW!ClQIvrpHFKXP!FoW+dxx#}>12Icjamu| zfVRv(VfQP=_w9FMN7%}wB91u0wrrfN!83co|KhiQsdtzw+Bp8; zXCea1;cP9)_TP&-P{Zy8p z|ACLQZ#ML&Fd!ht^B}=*$g_RYhl*ZJ)BldgSZJGUdDpn-h!*-0ceFxbvb?5}yr-9; z=%W+mlP5f6F~xqg44%sDs^q_`s)nT--L7{s1JX;r6I`D;{RrMH0mUWOC31(PHc#G9 zKL2sGCh?1XB8vwU_hKl79%uem7mvo&(W#)N$~1rMU^Y`+={k?qd!n>K2hC$gkSsAU z^t&zog}gE@s8d-#Y+wYU@wrGf(LAC^OkzFbu=;xW>47B3rpolM%w2cZyR&ZhAVumM zf+ARxmKr|JRd|y0@0CJ9dl@y5pe92cDRXDTiZNB8<$(Ry-a4#&ae-d1+m(8)Eg7gyVtKHX>^kop^A8@K z9hM&OmlFxwP=Ad7SR?Kk-0wwrw$K)DoO;R_Dx*aPEVfil+ax&)0iiT0=-MKSW}@_B zMjG82Es-_5ZIPXGB(spH;J{7_eRMu3-C3RaveeWxUMo=?0F|;l57vLl5jjf@)hAP2 z#i@nr%S5UA6pI;D>*iNix8Xbs3%@)IOl6>><^b~oxCVD#!(+`o7rRx?KS3{Tc$yc` z+uMIu%1U!qfW_O=cvGCW&3!XN5-y&-oRs^|C`VK{rczgcB!DHJ7k{G3KTP`Kp^rNB zsamIWKt-?wecN4Pr#$Dqo0Xfov!7bX?Dgioz4>NsJrBK2eo3Jpl42?>!|#Ogz#|%y zs)j9OS=8jq#yQnTA42EaJ*$$`e_!L{4g_C^@+7H(w5TFQXlcn z0o%Vz$^FL2TsFUDY{?5(`Le?Yu-y7SLZ^IE504xNoKzwR{5v?c)yGky|Os6hy za+qg)%Pi;+Ry_glY^R%3rvnfR7;$sDC^Z}*eTi*9QzMo3?e2dsCsF9=>esLbx1Mm| zdUX3WBfyJj0zh#-?;$1Dui$Q$A~D$Lw0Ns<3dSi83`7$H$rHo%684~${km&#?m|m03l-7*yLo_c`~F-Aqoh0VH#51EwOz5Ap6ApGsT@~3v;T`=%sXf3hr$7 zz2-}c?@Wy)*q5*W?7IoP*ZZ#E^84Qj0RPGb1zw8-rNj|sz`;G?s;HKh;Xc<-WlBih z&@s*T{3zPhbP_^%Y+<>}tvN@w%>9vp$Q|6p#-Q>K4;e$FcPX5IkVKPISeB$Z|6p!t z3thG7Ux)pgrv&mgNJZ#wN{UdggG2~x83+VH(cbq}o3!>t)HH3qn#WRe%kjO203KOf zQlWObJQ|#?p6%>3yrlZAgapTbDtf7b31n<}1Mg;Yh+?r|EcmOkpzV8%%J;{&s6)s2 z-w_B`1(lRwa_iyUzfU`{4c4@<6uBqM#*Crws-H3{g9iJXhw99mjDWwXNv&sXF5(iq zRMcErTs&H3Lnwd0jNkK~?d6;P!zI5LjwBe?gF3FM*ao}KWRtK^ALa_sin?EE(1Dw; zP6!h#yjWo*_uMEn*621K@J6#HusK6>qmBKZ8@l+iGJPOamiNFlP85A=J~8>h6&|5A zEJir^tqX5C<(a&k-}Dntm%CQhQ9C5NhVDH=1R3~s-VqOkEY*5TZT=#DSmyNytIe`F zy`8C!&zoa1sW0!2H?u&BqeEz%LjPjnmC-irntz^lm?D#9W)(tN2xYrP(g;Q+$X9D$ zU33@3tp5wum4&j7J1Tv9_-OR3Ka;*WI^s91;pH-|r24q)gIVr3AlYHBI9;OOpDEVWo>Upiv)88~RO|R}{lq_FJwd5aG zIX!0m_^!6JFr-~6^l#5I3w03CMcca>1Quzv9Eu0N9UJ1zL`ayQ8$-AsWtHL0;YAf* zL=%?>GJWiIXwlI^i|pdrxO;5tA6HJnAfNZZJR8WY>gCI~L;}Q{6i4Fi(pRDn zmvPiNMkl7HyZ`UPJm28BF0uIb&P8X0*Tp9^BxZB!=i{>S%bxONUpxN{j$B{l;(6>M z4*NJwg1v}paYE@d&MO~!u|bP*7Xj6y$P}sen~-~#TZ)9P^A1kz6fw2lMDcpSj`OM97j6Y6 z1e+lssk;5FZ4Z39#>D3rhjBwPT*(%(SIMLb{`J6B@2c}VOEWE z(kS*)H4FA=vv&z7Si(nN1Fs$>A5>k{FD)B=TH~-=vi=)RmYiJiLJ$fa%8~R5jyiVY zmy{eHFI4=y#vy%D@G*kr)k+j*hyUX9!*sT1^nUN@hKJ=%Ed0F!3lz40|HOz6m288&9M-#{R$%Kf-@<-CaQAa)Mvmlut5|AD5NZ*GfI6 zP4)55o9&Jwz^e@El$8p&xvDh&oDyz<1Sv>>M}C{jn^AIb@-ZN!P*E^+=f$DfUcLM2 ze_8;k--fRUvQyvOeLsm6?%28pOG-WV`>?yN`#cz23sJnou-HfhQ^3JuVzm&9ekDv4vkhbd#S>6C99Dki|0HR_ zL-kXf2ll9t9o;YS_Px7UT*i`gT_K1h&2PR^nDsResRE z?VjFCpHx$cm+}OtuH@bil0MOrid}s_R!?D88!OM;w)OTwdHJd+1&WqANle2y`-{t= z=<^)wmhnzSBn(8xv2Noq-JL*5`apU0KT}jA68kNR<{G}6&ujmtQU;!f2FK+7b^M-Q zb22=EXob`W`j)@~d*-A^CHlXtM{_U({*^vuQU2KOv!D6r8h*VvdiglRo>+*L`YVY* zTgC}bgCUa< zRe9h=c~Lb##{Kc5=G8rYiZxfwvb?a(*%>o!6cj}sU&CIj>0Bl%#l1srXvXynBJbC( z*6^!Fzp_1rx7lKlXq*lCioxLx{ptkK&tw6?^>Y691_MQk1m4f?=+E`t7CnLlT`?4T z+ET>oOFEyTJpFP}zYCQxj448=tSc|D3L3&w?Q>f#6F+*Tl?N$(!xgjDo#x0*{{kuE z-=Pi(+puIN8VkTc?@W!qq#e520!+_?>5VX)7I6syvgGe( ziKqJbL3y(->72>>2!w^jx0OUizU4taW~36yGdl+C4GR5Hgohet%ZjEx6$^z?ErNLK zLJG(r*N((aT~jK2)c@@M&ToGcGF|?HXWPvj*8~5cOZ|aOAsPpgk(%qB8q}$?p=oQ`KBwL~X{a^V_2?~i_!;W0B`MhAVViuP2?SM5>iQu5h$HtLGv+{4QCl^w^y0B+ zJ*n;MZ+yv|MytkC7NY6Ao17eC-MAmY4N&Yv8Zbk3sm1Fz<%qjws z+9X0N`}eW8?@&2EH#u$?p$_Fv_Zt?A7=d@rETd%1%CMJ4ODE?+}}xZr3# z<-k3fEzvCDL4N7p23U~0qC`uj=00M?%B^+%qtxJ>$L^h`>y}-c4^B(h7dPQHkZ@LI z-<_mfd7RFSCw5c}xvWXEikxe@A5U}YQp8_`k*i*9U8`p9VJR~kxG9_$n^J9tvVm9C;;bSt$nW)2o&Gz5Z?S?Z9ns|{ol@d?k$|t7#$KqN3?&xkott< z!^e--`zwqf_P_#onS4P$Tt&-s`-MJW%9t{x|c3z&aWM1Z{ zF%$TT1M%ghz>{}u4vY8y^>n83hAjT-oC8oQ?*JxcZm#vxSFBUxvQm$ud0FH>H$|OW z>8#5zAKFEil;q*?Fi81~G;(Ttl7|0LhgG>4L9aMTZHIyS(%|+f?$>L|rgE-O7`5GZ zoSt5+V&qq$0eQISQ9D zTZOJX;~T#rZkU;VO4#aq7vmU}Vx?M9dGRaZ;t8tuJraVCjI<^S#e#C2Q$Zz93d(VT z)MCC-713hBFYro>%QzpABZEAiJJn5Cr^@&qS|CphlSPu1)1A=ACG~m$IUH4yHdiwO zob}Bzj{00N(L5~5cqrPQhKCTaEHgWiCXfWmeR1J&EyHPe3+ zsr&dLEX}m3LaN8>b;5}EoOjII6x3Ppm5q zCeKqPyr%;&_}o$Y%>t(3%0sDo5gjjgCJIhZzZQ zaJ;$z{&J?pfhK~G;Tihj_e$fzYrhL%^t{a-*{$x#Ny%vQ5hYtG0hA_?qk>KE6*%nK zn!J7O@9(~WFZWQH8b73dw`S*$Pt&T#4d$Ks=R(rb-#SAGP!J(0sgd^5=PS)LwY;V> zXf_LnoS(4-`FgL6=TMGxgi_}(8S^>_wtqWtkh#|U7FTl%FD@>{iO^#n%r~rVG$NgP zLdN#I+1_nE`Z>G#J-mEP?BWTpDs!4IT}Nsl^G$w*+P$rfeMIABhTD@w=)1kox?DQ% zRSNrDi>w~z%A;vgfBy{o&?E0SlZPBs#>X#8ahS8VzIilg_~lHJn);N8;Nv%s!9W=# zY>;lPh1bR*?7-#qN|WJy`&->7ahtP!C{Wt+ceOGy$mZr)1s_q-aO-ed)Kn@U8r5n6 zP|*M{O!ih6G=f2bqJ4%oD${iz$%@kArD08)&N_W<-99)qb;rR0&^%uIt7qSI)|FDx ziFT!khxJ4PJQus8l1=m%SKsJK)gl#M#U3tEUg2H~U4y)7e`p7_vq3|}o2}?yNjS}e`doE=$H2l&aU}Y60 zL7yG<`p@U>^Qmo;6b$m-LNitHd8}M{!5|x6qbpQeO;1_MUJ&s_b|C?$jKsCGbJ~4h zvTt+Wj{#j9qOf7fN;GB~3V82_gnytp7%Q9aiVhDRhw~uNY`LQyODEc8L&^P*1>1Y= zxzwH9NZ%I2{)efz46C|ZySEi-kuH&zW=VHv zzhP@@X$ZJeuGfS5Q?561*kEO1V&Y%%aH+?fHGHz@_u2s7X7?~#avEp_sm-pjxmnLV zEfsCC{PdpDFYey~0vG7`op=3%gYZ%uqhp}F8W36!{?=J?dXxcKW~Nl#Fb(VKa6ufj zKc>onv%u}|EH6aKK!!;82S}8xfax{i)ARyg6s1>u6+%=8b8_QWnx$^6S8-{nAy{~R z=kp5A%;45+3OOAvs6IDXk>De* zHxn8fs&lxW5L-`A=e1wB45lJ|z}`;XJ6!FL@q{i_SQ!p_OZ?^P7sIFX^PfkDnsAs0_q*G<$#@3;#O?XE=2RQhtbHn2IiDP8x<8nYXL%%u zREM~>qRmQ9DdMfWAbw;COV(wGqsIgXDxa~?dCbZ~plT(tHU*`bs7&0{y`TILrt6iP*l7r{rCBRzhY_M4D5!8R$4-+Bn zCwiPZd`NyiLoG?`bdJcI4zXWks{V-)VNHR#S7MyJU3CaAEe$oxI%E{BNGDGkh&0Gr z>JlW8mwb1(496R@|^NP1iVJv>Q6t3{u1ir>K*G8!`d}gftz& zp4VJ5@Y|^ukto8{RJQ&3m;zO2wlH6TW~Y5PYxci^YhH*Y!h)_4e2{}%E5#H04=P1` z@qud{I$fC`RG_O6VMOXRU+~nxHlGVfEjVskZZU7nv1L8pz)|IGeOn_TD^7byIA!c4 zN~&j{GRhGN(ZnY#g}4;(PwUV@4+?#uLU#_1DS&st!kMTLOZ%)lqsE(ui1!gan5Kw> zPjp&TYc$9B%r!HHku&PoU!|FkNlGeAoYh!3BqjC7r{6}4spD1VKPrE{{jfD#YX*xi}|;Y@Q4$EIM#F+&%Fm>5_pnjGHyU{4Z794{Fky zww{&UsKj^vKp1z;vDxr7VOECtej|*e zR~7Zj`RC&WIrYM>9kVz~o2JA7P>p-6$ZB(Vn4L|5Y9TaPx^E<(xi+}kQ|oNCxf(*W zb+urNA`;7v3*3gLBL!n*q-Y5d!bn*}ovGi6t8>zW_rEH3=)du}Isg#AxZPrEWPF}M zFc^1L(w6T#7dV}NQGTwD)f-J3hvSLZFQ@*M@{@rJdu?A&(Nax~o*&$`o0~ZtZWwMo zGaC!0Nk)Duu?Bm%E9~!Ox=iVd=0tihBgx6;^zLi?jG6vOdn3?yu2BgokBpi6E~BKU zhte4jqI=*b2hzs93{DPB_(4J>cD6U_H+Qog(K%H3{Py2nk|l$(d%b(RqM4bU#snVf;T_Nkw62dsP#hq z>HLIeu-Efr$GIABZ+e4O!2~=S8anyJX6FS67@nHYnaHJJv zTjJ#_A6;3^``kQ_`Mf`t^IhVwG^mkeCzk>Yi4XE(7m4hyH9u|95f0 z!}LkEW_V|o{Z~~gG^fcvx8|USeQeQX`Mswe^#5M1CgsX8pfug@4cv=MI|P}4G<~c+ zuPSGX3TS9wX3KTJr%?pRR{i?>7Y}~}TwHzF!*dw8xTJVu1>(pcBi-jbMxufhtYr@@ zzy*KG0YW-pQ68xg$qSYo4uX&EkN5VFw~S2PN5UaZ5J}Iwjwf{+&+~LmseBHfJ(g2o z0dG#i28Qq^{`l3IxW$|jv8ig@4<9@-;|)9a1C}2bxg{xbJ$I#195;v2)3)qpb<`b? z+ZxX1C!Rw6{5Xv`BhAN2Bw>kTC$jQ2S_d5(t;!m^uL($FOLof5$Ec*Bm#!Y4XnNV8vErJBoJj;=%wDYUrNwfDTxN^Z#-QRqmZG@z2WNq{74 z_w}6rAc0`0!H7;9a&0Trdwq4siB#8yHL;?Fm!W04dAglqM1^qQ+~@ zBElM7S?S_~=vdPQ1|CJ#VAs|bMdKXYI~X@6G?j1Uwj)(X+{Hpr_4UgKx{)T>`dslYpCt=}8|}PdRi_(|`afvgZTl3|FiN($woj7y z2L7BpOfa*v%5>j*6(r;b=FJzNpv#EM`_wCOj* zQGRLBF*C9Rny0;l?LdVt6{dlSQDEYu>1~Dv{yHa&G?Z(636tFk@jjakar)S~{4$?p zJ}E|&7${6~>+%2x#nYYHj`7byqrva?=g^{m{IS95sqW^@&`I#asHv&#``~teRq8q| z{>*&OcmBS59v{>XYxBkAlmG@|jrZf-c2w5LW(ufJ2mCLi>i28T_F(wXwy6Kott!Sq zMHfsutgOo8emjUx+$3h$3vlIgv6kH3)t=(d0e3jBXxH=E$1JpeWx$u%P} zMEud_Y4qkl!6Dl5@p6`aJ4w&uu+FbXLqMRDUIg$m>PyvHtI6VZwM9^Zs1l{}l!|ej znMOAqh@nmI?q5jc)sVAPq|GYEBVDk?knSPd-VQ4$t?zM6>$e6T6EaCE03E{KR9C;A z)WFzL->$CMW8691)dyabmmTP)y7#6SAXk5&N~RsGjx1N-J~!oG7;RZ{=1&aw%Mnpb z;PPDln9Tjw_t=BSQ2FSd4g{q^0Z1?;B-Z%NL`~Hp6Ig#*n}QBGaLCe(&MCQc%?#U5 zI(aO4tb~MoBlFVKaQV(tz$puMna3VxTI*+)Ia{dIAk`9LnXyAolSr-Y@=7&B5dIyQ zH#9o^&Y)TIW3~b%fPuMDB-Ke2vmi@sIKU<)_SG}9cJT-1^q%s(9nm7oBKo0}N{qQj zin&LOsRh1b?v2VCK-riY?za3Dz-TKZQ$ne&HsXm&K>@?ti{|*=!r=I(kbI0N;q?@W|3+rV>j&{$?;3_p#JWWM zq!`p+B;+(kHbF?uh$aznAetbz zv?f0Da=*#pTE}x+Jf_;-JZ!Zbxm+QRoc(G_-&hl?kKeF(8i zx(A7aZGk1gNGH+~q@zeA@$UxUIKn1;cC@mBBb<1To-;r27V!s_$yUs{5_(zi{0seuIo`lF!(MMQ;mdv7w&?H1kg>t~5CjPkv{H6l{3p*f1Z;uwEC+Ubyi7R~c z+R4+SLxAMhSL7RuLXB`JiH zi|N3rt4SaT{-hX3BmqqNf{Kb5kh9glwjq4DYH-^aeUHbC93}l0f;bo=M8;+nNH0T#VTuSz+zHk2!|6Aj2b6m zDh^jt0<038URy}JGQlX%T_Nw^6J)EJFgyRd3oP%-zPucJCB+#Gh ztyYDJ?uhjs)|N>}5F3`ClKy`)%T*NUmj+;F9DsZVC~|VRJ=;uXkpoTU4(hke&lKok zE3e?7p<9`*&y$32hp|XMjY-g|F>r85fX_ZS6oR$A(sEGyph%Yt4)tN#*(AUcl19Ki z=deD{#n@!G+T@cZ_h zmh^Z^`7_X5%AW#Xp&W=B*fU{!12m=8=`3${0KvFsj8wg8mu}+GO>fHi<8&Fha8yIE zk-7bfu-tO}9y?P#TPYO~n^|9bkOxnJF?PaJYJ#TMUqAf{EEu;n>mXm@Mx>N!qEN#w zviCo^X1i;1~Kr#A7$%!4|-| zdw~pH6a>60QqS9}ZF#G6e&L;`jI`iq6;-M@?Ut)68g*HXuO38(mB0%{$Iy7V@~L2+ z@JJ-{Dv2g<6$uH82qnT`wfuEkS}3Y2>-oW4K8Y6}7E-dfFdr`7brx!d{!Tyj&P>&3 z1pAYdsF3`hTm-?P%t9lN1V~ns|A=dUHX~_GwrFmd9Epj9SsD~=Gg=T&{|U6{LP(r+ z-<6`VALLd73exbG+O~zSnhd@aO1O+|lQT2s)gDqiuGIMGJ?f_r=}=M$w=R$brHa%5`_;E3jHS4RX*7} zv0OE)EO|EWsPoWygRoz*Bmy|aX$AVJ6ycEb4d7Wu4k^Cj%U*2Z;A9Q5#f2xaJIK;O zQ-NTfcxLreO!izeIvpvh{e^Q=cEM4jn{W=}D2)e5HDj_w1M{!g(yHb#OScnxrgx_U zO%I(7xSutC>}=sSd8X9YtC|V&{Bkl+k+#RsVM51Z3IEqip&2>U{n)AzX{yH`D(|Mf_zVM$9 zj6!_jhy})qkR%DRHNXhw%UTDiG@g@;f?Ya8)dfn$( z{}1;W?biqV37@e|TATUmRKQd~X?%W~m?acCLZWd0e`bpjAWsfDc;Dv6@D0z+%}L`G zmX$>TNP`_XRn?eI5Z2o+6Jq+nLPI|&4H}I^YX4!NLHtS+v@k!kwnln?eb{r&qg0Fu z8b&?o21XAc%eNsu0z=zPC-H5ryO_>Nvc`{G(VA>mVahTtF3Lnq5?IpTL3`yg|IKUg zSz>5t_?^T1dy_-z$0i8-Z}yefhBvKgx?y90LQ%BY3D;WHxLa`OV&ulYd}SwGFO zPCe5N8A1XQv`Le-uw=zF?%Zjn3?6; z{YWKM_XXI2=dRGfy79Uc%9Yher%baAAg0~G8Aa>}%!#*oDLkiFVTLSP z`A{22sQ=uG2Xt}F0~`*Dcja4Aw?pk3mIh~so)-SWKJlldLjtZ;2h}1z*L<0wGle{h z>v|e>k8vFotCBxQP2uA6S7xDuEMmr_X~e1}T8$k|^g?>^QcRHb9tWG|b=8_FFQPqR zAbrW0-D6KWKM0GLoc1p?eEdbdF$5EyG$GP&V%F9F)r+lR_oqZr?F==raMB3D>tU?Vc26ldV zz#T^qZW%#(?vn?$mff}77UhG^U&GhM0+2{hcJhDzs zT&SbDQ-U*q6^FMRtqq{?%N#u2Bj{*voaHP3)NV^vAoC|=lcd-EVZ3PZci}I%SAoa7 zzO-WNU;85j@=5VvN8pl2E;*b>iHcayhu3z#Dc-W8DHw}ZZE|jI(DrG|Hg3qsAMt=4 zzECbBC%Zhl@@K0VStoNZW)McqQ>cq2o}MVN^oLM(GC}XvWLL0*Lm05%IX>S0*W~D$DW0#Szff=ORNElz!TsjVn-LUMPg&z?g$)YcUOW^z z`T|!{BL&k17HsL-eJ;SA*BL)TaODG6xZbqSuAU~rWl2FK2wWA~*~{nf(oE?l+bLn9 znk1R@0{5Mpo=I*ltZ4bK13Q^yDF(#Ntu-fhnG3-WhSCU^g_S*iY;&&7gB{QztUQ=5$b!Jo!>m=mAz$q=QvkTVT~wq7N0O*mMIW0!TOOj7TzSk z8))}U*GnGrm8+VcuT{82pF;T8wt{%pu%xih{ZuHVnNmH+G8O=n`E)AgiAa#p=>Lr< z`cWVh#_&IJz#-$WfF!e#fx+4~Az-}z0bQVwlx3%BS^CiVx8Rz1W6a3a8k!?-$P%J} zjsSki2xH>Mjc%5%JLKi%QGh#kWP4&=8+V0&m}Va@J*?M21}nm|{26Ke{H$j(wgoL+KF(nfeO4KhK0&)I3ML8lK33vBkTJdOxg~^i=#GP`zu_k0! zkgz9<=VE3iY(F+!cwZvlSfaB7RH1t|A+YV=pSn}-n9RYzj+2-z$px=hw0hr zWWbwmR@EQD9y9^4Q{WxPG%=CV_=6s;+-VO$r+#GAtPxkJD<1<@Fs6+03k8~Z0D2{K z-3a7ofjq^sU93U@$jhqM;3`Lf{W%7e=EV>}3s17zY$AIwVVLH4(=JZ+I}DgA%%h4d z;-rkz4D4}5!)BnJ-k_#zA?5!v`!vx;xa?xTh*+P|Z|^WNP+UH~Vo0>m!@b<}$m(Kq z?0p>Kdb6)brd(gClVv4~Ya2!lh6N^q)K$&mg8Nu75ZcpnX&8k`3)EXCw%=k~rn9=o z(Ujt;;H_m_5W4qu7g}VL^HWMM!VQ`TsM%>}IrNb|Pp;1ikt*Azj&UM=nv0~H|0!3( z5^Stxz!Zg+YBu_cglb!Qben*p26-rSRB5X3)C;jde(0+mZx&c~4wai!ER@HP3YrR$ z6QchP!D7+ra^Yn%4hixfaT;Hh0=*SpU%!5EVmB))Z5B)l!x;ylQwa%CbBQn5v>NN? zfOJ|gSZmcvqQRgm_;QNEF%zt291_Za=@9rmawWy><5(4>tZp*6&sOsBX0PP@rgWd- z!ooIp-wn75fwlo8S>WCuJzXDY0y`gu$i0wX01te19WPf1T37#_6|kc*Av5utf)4k> z(s}*FGok%!3ROevYs9NhkdyTRLQ~KHQC?0r4zv-o1s0Y&8F>P-#I!s|QKIYCw)m+j z1U6gU7M@_T5uhxeiCDhvi39M3or&!ouK{jwMzR74L)B8XDXnFJJHXyBP7N)n@p<+> zYTC~H!qoN}U_XV*Q;OW-)3dx3Enok+fyRgq*bQX3*y-RZH*boJGHv9sh_kXZawO|N zWsZqk^dj1{!-!4yj#<86=IgxfxYhxg_3O9CA?9fhPsh)En|_Y}@a25f7n3PO^FPN` z{pH4`O2*~#NXmToLBTRfEpvOdnGSf(%+kb)RY-ws&BO$yV%=p;5`W5bh2?1VOSqPF zr-fy7I$Bmz;sW~|_}9K@VmFt=#qSk@6YRq((GyA5&3X*6C71rdK=%N0P)bqCg}i)j zpTXo`nbL0xXdE{(Dm0$fD~QF>r3k5PamOE}(GAz9MGXCE)ypfv&I8oF*#!FT7MlYL zDyWJy9J{+5OlMndzh$G*dxjmKubFWW?Y!_b@cP^sH$w7!Lb6o)o@#Z^t%X-9Bx$Jn z`351p4d(2YG&mc4E5LGf?>b`L@Cio^Q<@x^fTJ^fUKDdf{f4UjYXmb`Mg~X{qW<@F z;<)NY2&OPTkL$MqBA@S+nXdkQeSKLT-_2Nt!P}S&bN<5mcjY0(Ujf3pdIqqJRR1tIr#SI0MQD( zSu7OsFULMZkLxuzLeLXmXZhy@$LDDqG+jB`n}te)bveIWmeE4ArS6O&0}InxcrQEb zLq*pwCBg}51uE^%>df0{oRRwNf+hi;_C$$1oSq$lI458{Sl=j8F#(Ie+3JafsY~p= zz3$&LUENS3mNEGRg=vL!BP4)*vW_{)@=g;ux8xF7^TDXGm!gvLoabA#KU1N>NRUcC z^+Fk-UTKB_1i@)M3(eh`$P0y{SO?9%>a8m4e2U-deMcZKJo)>=GC>MY2()u_v*5&% zeeT~;mm%D8^RxOj=&YeQ60I%Z)+>nXu0AV&rp^q9JsyIOLpDnu5g#loL%+v zHYgF7Nw#k-kvMWkKXgXC)PFB2Fk1FCBRyJNC7EiTkWsimuEHdee>z*2g%_P9HH8Fi z%DDE@@<$EE<&Gj1rl9Zs9WHr<|E^L|V`IR_8$KChYpEo85sbOI@}nANijUOk)rTJ= zEY7MZ-m-{_{qF0uFEWxs`lJ!4f-q2uct2DbxyfNPOc?!njOE(m{ifS=Zg#z1GlXGp zA9a!TWP2-{Az<^)XoN7eT3Ro@e-Ab)l;(>86w(`2?8a(=KdQZZs%EJWnY=3PtWf0k z)VJ6X>fZzee9%CjYkq#vd)oWAG5PLHvq{|9e>xkDe*_VYYUg!Oi;8o0FAa;1uHdsk)^OyX z*Y%uQ^#chY(TNf=GE*OC;jXY`u|Vh&~wY zZ`t6JFt+@tA^p>Hs|3sbSE6Z~VsPvFI~V<%f493*D-Fp?}!Fof1Tk zjdraNr^=)mDKqO!R;oZwFMeajs6!uZ#-|jBfA&D(qX=3vR&$!E0+qbru@50bz#r(U zmN62|uB*e+EJyt7aE;jQ^MEGjeQ0SG^OV9Sx}`C`2Qf(LNBka{cwl zU<{70d)X&9OXiB@*nPV!VZ=D|Z$nIfzZje=Q9{(V3Hnc8+@ozfY(VBfb=QO*Aa zgsf6gEWffa$vN20;#br#W?Mt)Z^o&Ifv5GpTmEXkM>HIa3mMY zbOZBjB%MCOqF(uGT)^IU;kH)(b+xMGO*Gl1JP^T4j zwN!#roV@qC4r@=f;RD!Oj4T&Ccmpjh6 z$+U6qw|^QwcfN{|m94a1U|RwU3Q#gBolK`#o{*ZJRR|sw(6f~B&#uS&$CDj;=Q`N# zHWP49u^uL$&12c=dw$Obfr$MHFFJgr4u8)>OB9DyA*|`q)n?ATpXqQxlds+^(;K9H z>NT(o71?9ly<|LK`}dbGx<-KPS5W!DR4u%YPMqKCL6d!`yWQz;6AMwsIk;lYB)_He zY8fJt3Q`B^w~J;dVt{Hs~)1tI(+CMaIeKz77o@ zToyz9UHKCkJ&aYrUpkpAQym(L&3d?%G{&+?WrO?qk-3(VU>yB2uLWfkM0_&l zTqD|D1DCwRasp$@KW+Xf4-|fZORyH5QT>fi#M=_N4+~NEbdvpH zIhi>rDasnoN~DaTq60S@QmyPVNw4meMEkmc!j31X0@LsChbqmATk@rE4#Af_|D!xP zb)}CsQbm6h`WzNpaj0neXsV`76$EwuP0T{2L5BY2>J>PjKiU0q4TFcd$O=I92UVvI zw5EC&&V_AM&-cGnZ{}Zxec{qEq`)%W|C6qv>lQtb~X@=WAvXs^lIx)WI1x?!x3jj23k(NA6(GHL(7Mn=KUpFaS!`&^Y5_of3#Oo2nz3%w1%lmA>? zV=&70x1T+u7pu(8EXn=*$<6TGa74J|{eTNb3Gmtmzu992cs7q4dY@Cy@qMnxkGUf0 z=s#_x;;_+QW2$tTRSg!;bCy>_(9_1Tn%6wPri~xXNC@9IO&!~m4F|vDy|~(Qx`y{Y z30xVSW)9t=kf=q6mvp}8Rve;xn(^T8v~GC9YgqQ?E-NeRIH~u@99VvSTs{YJr8F&T zzp~j{`^L2@i+`pep$b=C<9|wSI;(An$FnFuLeok|h$LZ4?!X2sT_AL=&2hv}!B_dc zW+EVvphob_ng<1A#)f*YnqQHB=>krdx$625(D<#}U`$(J4!$cl2Bd%m+m4Ke_RBKQ z{m;v5fC6CZ?v6N8tr0C+EJ~`aF`fKRdl6va=3*rn9L)X0itkg>EV|C$TKz?b zo05RDTO7d&^HVbOeW*Icg$@tbFLXEt3-#b8YdTY+y4s0?@PDsctgQj=(c|`e8&GMYcf#e}+~EnfJF5XtBqSsic;)hB z?-^t=OA=C2(|dH=uyxdL+9$wo7ciT?8i^hQKQ{^Qpd=@}^?{>z^!J2eBA}y;nIpOf zMA6<85Nr<9malyzdZGf}V*0+dn12zD=jSpqGIl1Ok!|U09S2#n@1W?SqE6?g<)@|+ zHl93=vU77k;=^|seCM$D18*$Ov{m2v8GJVT+F#i`OkcoFlB8(R$Nglc1vOm@JkBIe zET8-f`d<4TtAA+QLY|)HL*dO+r0FVAWnjZzag!59jUfr_wNHZgw-8ogXN)w#r<5*s zdObU4sCnqydtC}o5+N{yVuS~XGnpthu>M9E{!pOzGTXc+h=d5z-8YcpmSfS+9oScga1%jqaf&t&H%ech zlgD_n5?jE#Pjh9+!VXbHXw76(7RQH~tKjz;AQYStD!V1CsE|VUT4$vd;*K>rkvV}G zC;l1Aa#oI1o=Gtc}RU4OoPHn6Pf#h@MG!HYoyp6c1>2==wx z*QY6cstecEU_ligL`oSV2MkGKXF)tbX`yf5wy#3lp8lupV_|7;A1e$l84fn7fQ|I^ zaA~YWwNxTs36jA%QgDh;{SaM!}|%5Ov8Y{mpoD;d});^!fZ`F6Fw5xP++4w~9r6Tj9h{&L@U{@zceVtHET zAsVSPx4HTcT^;m#O-sd&WD56w)qPs<`=;{ei1JTUY=!5&a_icIb?mRKGrFYjNq_B zOwNh*u4z*ZO)b(UbBweC64?mpX2FR4Z8B&u{Z#`yd> z4&RMfaNhnD_U`@fcQQZxb86i%9<NnMX!?bD(t6wB5Hjq~n#%3c|MLth8wCoZH3H z;X8tTu7q~UeC`{32C^Q8C^c$KWE+Kr{`>M4)c~kXP@Vgd&3*xQf>mw%it~d41HawM zt65zSz@oE4aIun*7%atpEs|&C0_nOH%FH(8d$Z5>MKp7LGFuo#b8Iwu-bbwv^2@pP zi2ZS{#h7)fo2xD({lNA8mK@A)?c_eIq^VPTF)=YaDf05RExh&Fjr!L8wb=i;IbYnHF-WAM;E4>zyNKm56N6k4>VvjU|lxApIhih5G>d05M z{-napfzPgLG*c{9J$;k{Cr1(Zc!|6S2e(ENr9!-YsoVtVIxau!2{0-()VO73KZ8YM z<HX@lVE?AMRhX3HLsrkC?mro#nPN+!79dA zp^Wo5;tHrq*~3+a_U<0JkWYTcvv%L{!9lNaPI~T&R4Fa$$t7L2)at3nXD+0?<4lI7 z{n&9W_V^dxR4AUaqL%Iv2aYpFJjMz;>0h0WqbFUeTUS3)8>xhn34+^_i6$60y{?lu z;eVJZX#(-YqOo8Fl~V{ur~Sj}2z@^1jev_%Av;VGomtd=o>u(eSbAmf_~b^y96#>n zX%(LCkH!RNH}{<2Lu%}4STtb;XDIh+SgZ!Zv7`If3DQNK;!1iIky7qTcgB+T*&9_F zSE=-OB1p+`1jOWXQ8D3{whK{9YH^dYi zFNvyDtimD+!$7y=$l=qYt!CVBlYmch(#7Nl76~Xn;E=mFXZWH`7(Vg)Ji+ zfN|H#8Rnbje&zFXtG}&b<>ll3CD3gP^-~vm&*3porPq^=hx?8C+j8z6?i$Pt zzB;9hp1bIv?(n05=v=ii^VpdAQOC3QA7sGL&0Vkl;OOd#n~w=9uIvA(fz70`ThP)H zUxJcKsj8C>B{g}0vB6WqPT_0Y{iD@$@SL;)`b5h=EP}JYy)3frr%^sDyvJ@R1M->r zzsi28(N6Pm3c{qEXj`O-nao%OLogumn|;eJVQhrciVm{`FWF$7!RaX>#Ac?@_jhndcUm`GV9Z zQ)me+8Fek?TT!+iAFjQ(m?ge=kcruTbQ8q!x0&8Z>)gIMfM}Ugf@{|-i^UeQnn+O6 z1>)@))9`*51COUqm}h(MHvh9*dGlV09YfnIAfWHhR+v8CUAEpY9v7(4*zf(O&UD*) zPw0K45BzG90^g*_-{WgbgM!1cu`$TD!;4fTl-)TzjHo0vp6QkJ^fUt*odD?guEA91 z(Pc+^f`Mq}qJ93@ZtXRSMq1{29ZBQ+<;MH>%P|Zx z6v5+48s)$E&QLq_VmUruhLA&`(Vzp@ZYMVPN?l&k=)l1Z2lS}t=%l11yTZW#zFJ|a z6Qy`=H{$;@pumvA=l6ba!1_Z!+}YV_>~h-`0M`S@0Opx)yht7y4V05?tlZnBi>=Rd zwdNSX`Y#!Z$yyH_)Bb+kHoMHIo*t)kis*F*670?HhW0VmLu)J9f;pmyn*0_x6H~>S z8i+1W%w-pf!?M>kBgnJvBT`dXc_?Angs3DobxD!;d+L&%RF>n@AR_7*EW1sDGj$$`xvVs z&*uX*J^CZTgA;k_dIVT1sNczDX!UIvVbp20nYIyPEkjdjyQFGaV=rVHj^PD>J?}f9 zNx~#u4*xcw*<_k=Ku9g($G_-N=2ONYOXz)v`Bj(&2g)MTfbE!3=Y+vXN5Qt5tldAc zME-ZtK+^{$JBNNTg=5-eA!5^-Ucv`HxiS5!l@*xqKyq+CYRosR&qGxrb$XYS)ae|G z=g<0yqByj_SuKEaz!Hg`6Z3#5Bi&>TFS_Cczt5^`ef|{cv2R`FyDvCk*}#t$Lbw5BQ%KApgf6ED!tf56f>AuqybXOiITN;(m1d_l5@fN3QZ>WWlhC!Up*=y(_P} z&%fALE%7VRt#c9%73EpMeW?pNI#2#~a`bpU`RkX^Qbn85{&_bR`7L-i^>yl=Nw-?6`-F0vmbO5I+J8&U5A7!4fTkVFycI2#X z!jCvVpNkeYwto$i7bgkE*Ss70$8@@r(b~Wg5ElHNZSmQFlA?LMW$9859J+iSXP=`$ zs1YSpEO#~fzn3}$x5RZ06R!{fJW=-PI*%)4WSz(|Rgq)3^!? z+`ZidAJEay(t4{QYL`w`OOY%0d>vDZU3xOI>&^O6%Q+6|UC>g|9o>O7-r#FTm>5c06mi0Q9ojW(On#qxR3$fgxP zrhH!(Oba11XukmK36ek&DT3+WcK8G&PI)Yowa`g3vRu|H9P?rgP0a@s$-ji)-!0SU znxDF})JOg>XC#d!%&WEgo*yh>`!PSv9016sf?L|+RcLyG-@zUpPAl4Hs0GV$X{?Ptcs8K^;!e^HlfN2Bu7!H_6!>6x+=-a^<4C} zE%=&BCJcrKzWGNTUS7YsLCo{bBd6wmJu>4Pu0(}7G0x30z>@d#I!An%keu>MKHj%z ziC>C>$|60X;%EVHDy#iH%#m!rqRAqn??Rs%#ob)sBZlI}jS)~ZSXt-nL62hdK*1oC z+Jwt$#7#T08II5`N@f^|{6c3&6+)eYQ560`4t$^Tqu(wXcHp70*aa~B8>!8ucUUyz z{xtUYkta)QCYR^QIm)0@sZLbG{q80me<01|k0I)`>dN1v*$U@Vf4aMm)uK9YR|)jE zas$1a^P51eo4SqFWO*Kc0)O!NqeVktOT zfx&?{MRxh=dq&3gzTPue!{XNu0JC?KN@v!?(6|;(t1-0gwsE4rbUE(wYq=wh*>qyX zjqdgVu~;R|j717m(_yS*TwsM;Sy<+hqixHzbkEJ<0$CJ}(DPf6XQpS9lpM7IKluhF zOH`&2FlX0f`##YML9o{ej$Pr7T?e>*-3x227l8RPTLE~z0m--*Bzq$wB3>~6fGE4M zK{m6;RQDGt`f!Cd1~~SSz%y=9Cbn{qE7sOUO|RUz9U@Vfwtu=493(&*D8|QqEC2V1 z7(NBJLII+Mc}5o$*FEM6naB`&N7O?tA~tROYc z>97G0TCl(K-a}q)Ch2UpCU#$Z`-0rIj@v`{db)S_-JaszCO&plc493wocFW0g%xIT z4mWr+j6Qpwy(LqYHPcFzs1@2AKR)$H^d-~Zn0wpDfW&v=cm1N91^ILjuV!+0$d;Sr{-SmeF4QbnAwG>q7Ddt6 zJ6K7heclZVjoyy^gqiX^)4;+#Ex*alb3p&gr3H|<`rCbO*~(kbq=4^1nuidj^sVrd zBB9p>N8Mkj<|Q$%wh$2mUT}j-pb)|}OAAtZU7il7A`Fic1^vM?ECDuF z0tJ;gKPW+Q&z}uwISHij7RjP#?mq6&Jreqw){QoV1DZKn89*fx$@Pl5*1WjFJ6M3j zq3@o`Wnjfx;kbNql9eXT_uEeVK8 z6csPJ~Rnif(*4hV1I^x-E+#YYNO_0&+6fl-+2AQ(#y4p zBs=_^r+3|6dp9Rf2%3H=*+bItX5@Fn`*X3Kgg9^JZvSmYI4hDb2AlZIN{0Gw?^|g7 zFO|>Q;E-?-BRvSc`bZ~u924@jzegk^@;L0+XlbPZFuNB^Gw?AgK0lsfJPdWdnssuCPryT;OVC?gCghU={^odP<;Y~|?-S*d86&ZS zMiS3+_1FQvsRm)u(b0AckKv^GWOz~NQDTz$N|)Caf+XyJXNfM}bK3AB=w0!f<0?rI1~ zeSj)EO>Cg0xblEP>twwGb6xDK?zevGM;bDP)1Xy31X!X@#C=rB#mfAcx zfp7whMlZV1sg0(oh?ss$oZvl$H+O9F-C*s|6E4pV-pdXU-r@+1aRJ!EXjMJb8deTT|4Ws3~P`=LN1FuM*PD>Q8oDi)Qagxs#z_agOvu-_rh4@i|?*%0rv2u?^lZe)78+yRlKd{bo^FxvjE+PUD^83%Fe18<1V+bnbYi0b< z%IIcUKov4IB9lXPox6h6xA_`7qeJH&EP9Z?eT%)m&WKMLb-a*b@;Nug3n3pW@Av5= zK2UgcK^=>_Iu6+}!KEG2@!QEo5mo05pO=d5hBW>p;IuruF z^q6AQI7O6`jPNVqhgncIgEBcIjHjhD7LTofv9e&FGS-a+Im$gSJc0uWMnIq-f{3ASGH05A5w3H z6QboFmC(<>9?KXLvGpXFvO>P?RYa`w-IVf5ZxdL(L!|C}hbgGQej!CooanEFP@!Sc zzH@pZl4v|Xe8t`#@@VTyzxzkQ!=o7CMd-zjSnVgK^7TZU_3*hMYhf3gulWs=h}Vp2 zr4T;dKGIYqDg;kAKH+F%l%T@Z*K8IE4fUod8~2JQ)8h&sBMjP9Zu{nr{g`sP9l3ZH z@<}aBi%^PsIRDo~)=xa%ZPo>f!UThD~7Y*)WfCs=0|29vp-N_y3mbI{hJpNXls9Kq&Lk%8ap_0)sQZ(e0-={Uvz|5AeX=OwyX@P^-1)d{^s^bSt?QfR`y&_5%iq)5(+k3;JmV6@y|Jzdv^L)B6XW|zUwREhl&H0o zsg=gY$kNlzrSl~Vlxs!3RjRH$j&Gw*1cDyoo1DzU#R)lw+phUWg5JV5FNsn(GJ}U; zI}siVWw~OF11cY&d_#}bPabLN{z7KM533Bd<`OV)FqYWH+YAKBDTKtvT1hY#4!v=oESAU>I5!JwX& zFjw%A5k-Th+dK;j{?O)I(1+kp1HOJiAJ`3RyPyr6nww8iCBKuI{-GAZ%x;PX&5HCf zs+@B2lB^(gbut^O!soGcU*j$HF5z4tbE|JL!myl<01A{wG3%h`$IyM#eEu; z5xOtUAbSUml^jiYW$SGU3V&q!m}0pbZkj-`ySzvJ1}XRpl}eYI#jrPi-L_=vAJV|n zB_Ew&kB_pTtUcV^*lr=xF72Pl^HjBNwu|Yf#F1&xzJW0XliDa&j*iMsUJhqW*?EN- z{b5B9m%>hm0*4l<>{`J0s3%DuBqQq0L`931=d6NI7xpH?cIB+@UWT-~43 zT6S#BH+O2bQ+~0IJG)eVlgr)ZI`nO??QJt1|3bt+q%96tC4$e4-t`sV#B{51#09rO zxi>i7Y+pk;OA?Qfe8vK68MyaT^}l>sG0n+QS5teTX<1lgqImD{+b=p>0)2oC9_r;_ z3OLzM6=_S*36S7Xogttamg5ZpGidJ+8ealv7jDHW;Z>)~44u@`;$e%#3B3v>Lo7j(i5 zllMbfj8N6*(H7JM@ntUPmIo%w&S zXDhJaesSP7JwM&M-K>UaYHHpFB_}FXJ8sL_wBMQ_<8yR^&%Y`N?Z4uezrx=K*d*rF z5IR{|#<>M)2%4#lMYsl}AKdMcbO!A4<&fXK{x)Xv0{8$ab$I`heFHq$Dv3b9&r97G zz0g^F_E0|FNkR~*|Bt4t0LlW3*3vC0-Hp=S-CYVO-HmiN{D^c5NH+q~9a2)#E!|zx z{Vx07W5#u7_Fr&k@4e@o?|czM%lEML9LPXTG*hvqB698@FIQxxR1hx1s7OHD8QRJT z8@PV8(9y-y?ub>Oh!q}1oj}Aod<7ZP&DA9>)D;ffDL2Gt@aX_RnjAp))tTkt&~g?# z&ygi5g|t5)i0{5^Br#otAc>gyQ(vTA@9rrOIY%<1Hk$d{4eTxo`iMrHADxI>)t9$+ zT^X1ZYof?29hU?{yW|u(f)g=C4bvEmtMJRqU5oxrX+B=Nis=`r6M*9PtA1y!wmF+D z`~oXtIzjVYl9_TwkfgW~e$df^7(=J;wN&vm7Jb1N$!6AJ>Uxr${y322t0`AxKtj3y zXA|H5wusDdyUAj#z}PuV&RNsKxYw+N7~_>6`FO~$3AnVf9n%}Jwjn`P}1Cq*!m{~`tIB?jW*E3amhDt+UDJr}`$=HU5ka8{xxC zNEFRgyP_mpt$UFUH34!W1k|5RCn?G^V4ZE#x~C*m_Gz{oXmbpn{-rSNBqM$Nn2G{T zdTdG8{`mH9OLL>srFA}rqLNC2!9dM*nz=GD&uRVQV98nwFQ+rIv17$zUBu62KLPLS zV>ATym#r8U1#F=e@PiuwhrI+|*x&zHumh|EQElh{6ev)ERup7%023CEV`BNs^NqcD z%K7eE+|ER(WR}W&Ne9V)r|jvSz6`PI?X=NR2hD5UI{$awC|GuyOuNmVzzvRRIc|;s zOR|n^mpm}~f*;fe92pw7l0WV4?<2cg%Yr|LNKj&Y$Kynb$AWV5xJ)J7vw*pv!r_I^jh4mrRg5d1BG zw_e_+4CMqx+V1Aa*pw)cHbVyF)SkKHQLGV(A!D)Z@)%P~ z2jaWm%o9CysR-fv0=LXUPd;gXz)|A(yoB7m90F#*X<7yxWfT12T`y$WczGnZ<1&HL z8XcI?h&)Xqa<<_QU@$zujaBbs{a97@nsd0z(Mi?{?DvYNf3Y$~lXAsj5%nsLw{G_fGSDZU;eby3-je;$ND> z45ssD4}3RPZ@we5KfQd4O;Dj`3vR(huIuc{VU!BtRH zQc^3?6lJK8Fz&+#aK|BGZaixkxwQ=@x zsE9-r?!k)vdgu}y-s60CE0`qTMzsSJ85b9|tlSz#%;}pwXV3`fx(Z-Id_h$T)Wg;5 z2HgezYWptL+5T;eQ%dJHO2chGiBqHn5g_dY=+T0Ins%gB8-cr9GWye+!Dm1d0JyP) zBNc!{-m4U-uZ;+tY`%zRb^(89C4IT)%J-gCDWT5BUsI(Dz`hmp&OvlBEb+2W^!B<5 z@hnLxr)W}!0{N~{^`aBGHZDYJ&8Wd24C1F;jVr|Qpb6;p4;5zO;W?6}Ra8cQJbeTH z0?uH`bMD=7-D1Sz1@6$xSHD6(kfp^4{_8gz_wn?+#nZnEt2#7_@qGDbA~C=T-RW@8 z;s#``bpvx@%de8!R)6}$5rKjYW8)OY4cAmQSs5mg){Lo@_LOI~5fTIE`)C93l(^VI#t z5w`@q!LzSMI=Eu5GIw&U;@gEge@C$jpg@dPo6jH#OEieYA*!4_-4%MOCBM4S4{rPt zwHf6des^xth(Q{B78y?>6q=>ozP0zlQD`SmRaL^@1+&A@1uvf4l1yzP;W5W8DK? z#Qp2xDcc9G18S!5L<|nN(2u`-#*4UeFvq2q<}<KSfOw0i|D7I<3B9DsVKhAT+m-?YuEgj8r>MR>yoiu_v06P6-(3_ z01Y~w*@1H;5f@}5tR=C5nS6Vqb(rI*; z-sbvn4Wu{G<069+vAw;M`u%%8S3*uhLrNUOn9D$D1P~P<4-Y%m+s_ZWGe$@hP`1?D z=72NB1$g^^#`6G_gGnlU!73pkQAR?%Iqcxak#*BU_mYIY=fY3S3986X0^l6m876!| z@zP6ETfUa?gAk6n3c%YQIlCQ7ELQJPHTW>R11L#^&p0Hw&o z4;pIaG@`7-3lFR+yr;=hKn0nv8T~hB5>w@{(*8Lc^8cG%S@5ESW7B!;=7a%-ReK+{ zil7(ilNWD6qiUnVIfj}Bz*Rb>({K7qsjMWnAi$*iSC;4Vx zh}m#_-rfGWFEHuNsV_h-)d>M7RyIFWDIKekIWp!xAiG?t`y9vF*<1oq3tt+vp-Qw= zRyM)5xK4b*9>n#wfma}S4oYt}c0!Ut3PUq)qQ{Z=?Hdr)nso)oAKi7mB+cm~gu7h7 z1IkfVnVXA{SWY(B#3^xd$t9;8yl(-N(c@$MdD~xuUjdxqp-(XS4hxoxm@WbXODV!= z;k@yfT|G^fK#T!zL7y726mcAQ3#~PK+Ina5bTow*7Hai*ekfO$o+WJCR?n6@HEY8Y zH2C4}Ta-)4IP_>bB5BAzpm>HTGQusO0%^ICVk8YWxbRE}LK`fR!WT4Ne4jF>!W=~R-89rYO_ z3x|+oO<0@zq;D#Mfi3F4P;kUW8LbTu+X=btq2cb@-1At>)=J-H*G08U#AIs*%0S-n zwo@9(wTh~p<4juzY%ttSz%P*?mGKb&@_AtUyC{WI*{owxa)`}CvoXZ{E|tW#eT}E< z|8Cbx^!Oznj@(sDj_Sj8W&-Ndm6ERaFqiFO<5{(L#g88eEhkOsfOHfqPpiY2)TsH^ z7^yStXIr#gcwv^#3gNp!G6&0@U=_dgqMhH`8h(-PdUcr@1Jo_?4ED~%?d})&=ww3j zm0nytM=PVpOD#>8GoSeUkBR%DGsOCv#}bB;Jytsf*NF=PBd7*Nw&g* zg_1AH61eWgc0Bzd;ufTxE$D?`Gen&vKRz?_l7|Ew%WlKB0GC+31ej|8S*kez@z>Uj zzz%YwriK`}G8i}Yh%*oUxj=QK*t3$y(E6H>BD9Bt1jW`@B*$SDEfWrHj!{{L^URS| z&{&!x&~YQ>@;LpRv;vf5KvZZXeBC5~54amDD(<|N|4;0C3OB9Mc_G07Z5Qdw?|@X{ zw`K<7yqj*f(_en^0WZdkjEuF{U~YW*x;0q$L}sXiL&P$HPQSbkmR z%qOUP z`J4QX{$^o}LV;Ld4?wC07A$w~1xMi+N)W{isO4=oZ(A5Yt~ zIImpWz6c|97$Ug=fmF`dn2oVBI8qqE|g>z>KrPLKOlzz%BmJ zch)MHIU9Jeo%*dm_h3NU!Q(rX3?*#fuX91Lb-#p7enW?gO^r1+1v@-^nH3Si+-odE zxpcnIwlCrm;H^)}pybn$YFrgwl*wMKx&OHF667#s`SGH9_2+@(`k5H91!kX)sny;+ zY@o#3x?u8Rz*5AQMxHFYF3I9mbDwrtd7TU=ApyU!!PICUpe{T#q++z-?4h4&?TS45 z4nQC-LZO9Has@Lc_)K$dsSO=%sVaW|3bm4i6RZwQyXzc`4yzoni@m6uD5M^Xn2Wuj z9BJfaxE@5;;9|>fY>zlS_52e9BgJfVB^)-Jd8DY@(J=v0T&MU~-x%z`mweNAPVckQ zKDm3TlsEo)BUE@!dTae_TREYr3ZIJw{TPWj)Wj2yP7#RnB-c|yj=rJR~9=u@^U6~nk}J~%!S zt@LE+`wO+WJw6{Ud44B(pYi-WTXHnB9cKv#KpSEvd`x&ISigIpHGtt zX`i+Xp0;R4pIM|3LCRNE#esHm9ZO>tr`3dl@OEhBW9X{hWUc#QSQ_9?dIG(a0e~#a ziT!TY_E+EINU7mSc@ngr)YvcazX(#3Sqw&i>IVI$3YcCdDD#JNj0z@jjPM4}%zWU= z{+dhwHMiCNeA^W(Vkz*zoOSrG@0z;Yv{h?AfD;7=! zd^&e8B6RqH`DrWXG{KshB1a(5*e_uQ{pxmv^xc)uCX71tuo@$>k#v8_v*ITqA#~p9 zDpZOc{-Dqo);)c)u)rlP%_&bqG*l`xYZo$BTrNb)px~h&=;VnP-lI!Ms0_!69Lij% zGP|6dKtv=^SbZ!OPD@TY@gZ9rPSd*=<=c!QTh2^Am6fTN_OoPzMRi3h2`Y*~R2uF2Bn?4$wnxB)#YbLQe~)e@EA zr=~yWp@K1X%l&sUWE4mD-wJzctu*-V|7d78ex}eUQU)2E@aO(KH>x;Nw*pSUZ@Sw3 zM1MV;5SrnvU~?`M1u*A?hG* zr8X{ysnDg}ZUPcnRUhe4NfBu)yMp+aj&vPSAe082R27Vf-l@PJ;9P=x)qxWs^>i90 z@*fuu*fl1%x3|Oi9p=j=Xg9ksSY&$A(tZCN)Lf|#PQ6+pk0K|b`MM-%Y1vJLdQI>l z(TQe09kLj*j6b4fO|jNK3lydjzH`m&b%cEWZluc-Y{q4{z(kEzhX|GQRaCxzr}Nx! zl(c_`WN?d8y;)X=^xo<7k{Yo^tdr;H9OH#xn)&Lz88MwWhKGkfDFvr^&hILMUHEnb z%B+u!}!uTvuJ9JZbl2`vU^Za5VZ`bm3brxl#tMB^R&~yXbn9X3PnW@ zIgCdCx^m&If22MgU#tp?H6cjQWDG65d-(|~$@hz|L%(PTeJRPYfu2Q|O`-PX%bLlD zf=XO`r2-HBvVfD{#V^-FSicZ;shSWJhiPdefsU@#!IDBi!r=704NY|SHeUgY0Cp@IDkn=-aH$KvqNzzwLNEu%kDs2)h zBXF?*$@zDR_Z+(_h0%eBy87AMM)qvh8_p#0WL3@_WkLtGH`yJL;yD2&d-w9W&*een zfY}5vn|@RFshKHNpv$Yui|`Q+J0Y@NPBUB#X|k+F*;}xsr`;30r7rxFF?5KnvUq}= zS7}tax(jFOtmF4olXdoRiukF;t2mu2;q2q(e&X}t^1!ff+n?`T=_V|?zbCrUEw=xp z0)7(k$(&aH01ogw_Z4UKjLS=xDAWy4(mblX+PVfukX&`%pGCSh4jgXyoB?YY*t#K# z{Q@eo$BwozsYff@vk5KudXJ!Y>QO#h?+n)TfW$gSRTk}vh&)b}h4RhIyQ`+p%F6l+ zgc=S339#pCAVRU`TZD^7kpBmg0d>HE-O2Q32K*^&*8e`vXZd&GV6M90uB|W>_)}~m zuCU}-8ReH5;8o4=lc!DX&5|LO}TW?)kkNlzhU;mE6E5sa%f|!#O zwn)TgW=wGjM3O!N@~jobszwuA=mP3=y|4{b%y32g^fzQ(oCzV_U~WfN;y8N*F5V(} zc|S0_h|?YIF<>Ky^;g0-P)!#2fMIyO9j*8`Voz#DUBppglyn{~?;k~zP-3b~YoxGF zwzS@8g{i~`!}?IL5KIJUUH6bw4jA>4{skw0GRF%?!5i$r5)?+g)uDjERv8IJI$LC2 zq}#7OXTiQggJu}3L)JRZI*hqeRI2op4fa2ddHO=DyMu`)Q8#^!DWWpf(1!wam?-#( z82Q!VODdILasGC3i*81JeLLEiUCT3*|9~%aXRpiGM=q!LGD>2hGZLYAV`JdFF$y67)rq z980WcW2%R-%qXmlAjVWXZyj#)EfxdG)5Wj??^T`%wf@hyqHRf_&VJ?l zHDUFveBm3L9bruQM=3^JI@}0g#XJZM9UIRI1?Ut1DIVe*J++22wyb8|cB1hQz1ld;n&7`!5J|Sb{ zm-I=4uae}+78;8Bw~TMvV|L!0wsy@u)>iFQBY|~0iyFNx6*!T+ix3R>0(Cqw@_<*P zL+XrfCOT5K-iz9M9z+zVqU+68@&%*;Rc3^%FivGrxpGyFFq36sU-r3e7qun$NsK$8 zJ1_R8bixCy@t%_tGeBnv?n4u;E$rHBj%a>ATY zE?da+QL&@}Jl4x)eaqivdM3UtYagX9W6OTXWLl7ic1k(hNA+@ta|k#8D(%Z2H0ED*yZ7zod(T^WF_()!te z_4wYbQ2B7DIPbN|OqtH6ljpx%Vi1W|0H|o>i2Cf3*FITi8+4~TeVJ6HDaE!czYmv% zt<~l7H`aNh|E7ZT@RJe|8hVA!9{;sZ z{3y%k$c^@d6oBE;<(T`;94#9YRyb*p6da+c8PdM~{yf;gh80F9rJDY&Oc-dN4pH94 zz{J-rZqu>Dzb!4tc281xm80d&Fh+;sMjgNvU{5V#jl_wQ{R%Eo+Hkr6a79JwU4L!c z0@wYe%5kHj;ZnF`UBkd^q)WrY{IXkfP-^kgzp&9;C@mnDD7Ka>z8+GdWsqfm=w7K5 z)!8cJJ4J5Gf3YLzW+4b0i+qsZMVLn;2dXdY33db5#{_sTql{RJ(gc$z>r>)-C3UfY zL{%r6y?ABsD7k(NMH^Ov6jspe@*glo(<|r_V6elYsb&2AqC7QmYRYvu%TR5#uNcY2RwM{)#yJk=34o%4<&MX^eXJ$p+g~KPA^QqhYo-s+8$`wbZt}bH2w#}u{1x8a(0zN% zL9<6@*vb7(y9#p(Rn}<2=#E^`+S+=I*=!eRiC=@}ps&IW8~Eh|ashys0qwEkV7D1?AHNlbS7@oU?!zERc_KWr zaiYf8)g2PQB$=^}Uu!qqIRb2P&m}D!n>JpNh5 zQyB4u5&XAK#c5n>XsSu)zi!nXXXP45Hn@gTSaxPRp18o8TWEE*L59qi6HoUu6zH-^ zfrs1w^$MOt1?p_=PnXU&n{@sX+@Gj%tVvPEzyt)Zgn|uwtc^%o$dBC?d0@^KNiVK# z@;tiA3j=7yW(A0$>iE(jPJG##gq`RAcD-O%SSH3|*8qh>yh&GVFyQkXWy-s=eyRho z;ufj&bbgJY`L@l(cc#XKW)=I!FH_zuK(#nr+m=81y^8;{o~%wG;bKdpeX^=0vDj*Y z^3P6J4%oo3#MkX7u>;yB9DlqSa2sHRFE3FrDZifVj9;?4x<*A3S&S{91P8m~AOm`0 zwiWl%QoPfAZ~bt?kzZDaCEGb36TIOhhsv1)8E<&(>t=YQPgF)WmTB2kW@G7>9<41Q zbe-I#1uHW0!gXubje;NJH3j9GH}h;*3zn%dXHu6f$K%JUTt55AIZ{WI*jPd{>QR}> zuGdRDcY$6Z;Rkr^@NY-4!bf<{L%9-D7G{nIcoxhXX6KHDoHO zEYqG}mR4P#i65Sf*lDr?TSq6o-`eiFTPhGz+ku%Y64!UoJ^&TkS_uZt@+*PMi~^`F zeRxhb^+@KvSz=}RF`N*xRGQ5^>riWLg zPEl`z*O@8gbG09HnzeFIYVgqDzmce+JdgLPLrovCiKGuug+coblv3s(g?JFu8THLVt4-j5jdf)zBTC=kNENcMDz zh)JXVPv?h!F9)@3b&^Ak@bAT)DPY0I7H~7HZEULSh!*Ot?ClGino>Okm6epxE-x%p*ROX?Fr4 zBa~1@eSLCo1YV8Hp8AOJy>0wJKB3}&{rhXaJ~ELo?_+||@`k54*Mnw6=nN;m;Y=YR zQ}!V7oHq;heXNuo`f=(d=}w;LnOfvH)`ai6D~xn55pzryj9v@;G5uUg$gMS$cdb@} zy2=~ub7(U8McOWRyrZ@}yqA*kQ~fs-7D1q-h$%$M^lwi$8+uAo+#cO@8qGa$q>MxA z+2HunYi_86w(IpxbKg>0`a`bOvi3JXIC%}hET}k^oY<>_4OHO#*i~H}06E#A$En9g z=2F*i<`lz-ggat}#EH&wsWZsZ61-cp&$A*_-$y(fdAla$d!FU;?gBDGdycwR!o{7rJ*%?V2LG?RSHiXlq{I9~&8BBGO^}zLB6mCtL#FS*I**XbJ z_Bvn+k{eqgmOl1Rn$WDsLG%wTpC&V&bg?6(UjKUybp8iQe>G^wW2Fb; zz~oA$CyA{}#Py9Hrde7Lx^!z#LoK3mtHxxb?KJbpwA=<$F7$=g=cBsWYT!7;{BWeA zgDVgp?nPp@rU8PGOd;^p>P0bIxRYgZguM{gu4ES+ zz2iAGJ*)8+H||sYXCK}!@0}5o;EUU_f)uA=;15bCe1@cWerZs?$@}`naXi%`)9Ctm z>4h&2Ou=6Sd%)cZur`4IdXDNG&%%S@i(jXfz9$Vft)k)6gH}7T#c&#z&qW>?P5LnD z*wy37sh_E72*`eE-!}=xkjzs9B4dD-TwS>l5)pxfSi^~YxfgG_9!#0B`T1L(BN!>Q zWset!yqkd-{~opGRiToP%HOz?RC)j07xbL@R=4-%c~3@S|2$FI;V$ax8X4iS^9FY1 zAk7sxsJHEz@L5ezoB#QCR`}Se`L@?{Cu4}I;URKlWB{lmTt(mg*VWa>D;G6^0EniS z*#dACLG?p;Xg+8?AK3u1Nz?IMDTf=l^Z)K4J%WUDZ)67L6AkIpgIiPEz8;j0N1=qE?{${#1B*ZdYro+6GC30;x zoA)uU{*G@V2rlew^x21P<>t5EjbFH>3wza^CS_bWzBDw$yTqYK*uXv%jv0*-Rx~uG z$Vkc0OPrZ0MS!<0Eu+OD_#mUm0f#8aB620jfE;=xT37zFFm=}}(ROC7{a)OZ-Ki|a z`;vQv)3gApfjV#kvzDiM3UnCZj@gwNf5T!clmpAS$P96rVaIe$ca(I2M0I4!PA1@ z9KxBE>bYpDJ1jd%{m3xC~U*2`|LG7zxcGz9N<^MG2b z!H3L@oxr~1@k$GA%paV85>=0<2IL?^10=72ox=U zw-_Pjiv8cuQXx`Q+C^Zid>;y@8!1qC)NX%p^znZSQL`(cH*=kFFPI2B zh+g;PtDfh*Uc&2j^dY7T-YLKo?{?+Tb?lA%X+cRN zuQM1hdr%faa*)I!**phTbQ?zLL7)U|*eGJhB0ASjZ(`{6!e)VliHiaAHqNIru-m_OiTs!LWVPGnK_sC2QzMwEH?Ej{+-Jf1vn zCaD?=kR?1*itWUBQGLCQJn)rf&&*tDn|2UFlmbh%EUJkpunU#C`%O>H2q~Zs?+8Kf zUY2S9G3#Sk#nwFgZY;z5`?iSsZcUFTTy?0sA3&z~veE#si0{fYi^ELVKQQLL#2T)H zXPho&_}~4?V|2eZ*|{zEP^069EN%K}D|A9pqoj!%JpBD!jW-WA3LNgJFtNt-5OZe0 zZ^7=(1A}`)g=EIH%I??RN(blQ`#6tF;gNj4ZR8o+9!@v76b@5gSp(+OAW2#P*g7yA zH*UO+7P`{Dj3}fJd!;mab5SHRyb&WZ(s8uEouE-T@dcvt3&fAtEw%8$+`9^0FZpG5 zM+-#j)R?!?I0#4ct|J;(&51qhy!hMz29d+S6NgeTAWB4}+c&4uC?u;I7!{=Ys2 zG-HddvwDmM?ceWDI-cKuN@+6$IH&ICPB>kcaVf7Vx!pQhTaQSoG#`d1^)w|q zn03g>$$@C7WJvpW0O`Fazd*Vt(y@Wz|8oJZTP)PHv@+WKb}}x3{i8g1SS&!uB1yXe z=}?>?D%J0YTf2vKJOi0oS8j*nb%B*z8g!xBWMfBxiga4yW6{~}Mtg|IB5jfvkN5R< z<&j!6pLwT%{fe7nT2PMI)C2=>JOHMn*fP>8AqNr_lqC@#EV8s(12SvFSYV=U8~9p# zbA`;}k!|{4Nh=7aR;!flV%51amQcXREyvA43|06IYpIc-i*KL+xGfQOR!7T(6uccG zrm;w!_+=e;@CM6ES}z|JQIKqW7U3WZekiEf%hX@wHn&@J#KNnmZ=nji+tF|k=Wtw& z@^*<@e7gOZJ-|mQ{)ennDrMFEanUyx4((F{0~2yZ>@p0+%*gpE#f_8W0vpp1Tb=kT zMt;!*$=TUa1{tPR-W<%D>yw4{=7y9uB?ZedTe7LA~P*b+k@ zbzS;Z-`%r5&Ayv#WxT-MTw#*-A8ZI3ke|1nTXWMg{^bDwNp{>g{q0qeB5$TUTcG_m zZght}MgFGUf2_U^sN)ovn?k@Gnh17;mkQuG2LNMB`?kvuBm4)9!uN+>BT7@T13U9^ zBTmhktCtUNw0{UJs`WdaXmtQn4u>Z)uWsOze#_vzP3$-3KT{-pX$2m&XOE$)6*U4;vz{PuI}>gDtX1#3mW@U3L#`w?v*cvSew07~MbIhB+RT8?19= z-9j}i{sZ&RyKw0utZ>Ebc0cBfjG6)S&TBnJ1;ezHR(yx$s*`nd4sqF^7}5JT6Gb*X zQd6lOeswM_2XKf`d@R|k{Z+#2@a1yB$suCw>Le+Zd+Z;}AX8}{&=zIB3j6Y*FN}Q& zgKhenzxgsyLL!8t*n+|9TEj_MC|yh&=(b-HlIiy~tqZqVMi03nzfiX`77I(x(jl17 zdHlmq%IhK#4&94+?#(gXIL-)RaWpj8iZBd}I?h6FZGf2HISI23^(H{&l=T@dcPC(Q zb8W6--1%OM`;z?0j56Q-)|@>X&i=ISFwT05=t}8%5jU@` zEx2%-)>@q*et?>ZX`{HjoF+*=PL{S(5e1OwQL%?g{hqt{-HsLq%u@8PnxQXJoc2qK z&K^(v9SpL!nwf#EH7|3f7TWZ?B;-`ZWEWZ>I6wp*A@Rx<_#`A|Ac*`p(;oR28W?HW z(n^$Q=Bm;Ye;!=}Y+=8L4YKoI7C*Hlq7R7@Jt0Wg9xt8EVfE0>4cT+QSvkpfi~Oc_-nQGlmbSPrakl5A`hnxw&@|XW3|Bs$2;Z1F{y`XpR`!B*4t_em4B4)? za|YC!DllI%H}6schR~Gg|HA9;L+8|K=2Rhp82sbA)QmqeJ3H_D%u_#k=tmnnA|y`- zm`xik*nu`wz9363Vfg_G7X*BiX`gX{8P>|}WQ5Jp7$yQ&iHg|oEI)13@5<@8-J6Sw zil%GLO}!+q@(4*W4YrpuGCD0l4g>a=z&n9r8{6%#qy8~jK4%it;?N5?9)6;|Xk&HO z1I{jDy(p)q0UHR^ht{ihM1+N}lg%g|;9(?-pO zMvsaaK-J$s8vw^%oa}yWCc4Ty)|Nn?(U~xf9>@jtaSl@dVHY30fbwt|M5!kdXMM#x z-HpaNi~XG&9v?lCAWJ|VfK*3Y6)SyRtf2BY&!+b8f*|2UG139?3~_EfTR5pKSi+8p z@nEDuN|3rxerEeVmF!cW;%Y$MQ50)4{tG6uU;StLRj=i$`fY;wLNv+LK0igy8eT*X z1aez+d(P_aR>PjK-B~n){aS_(ydg+s7{L+}7t_-d6+~aiS5ZdM)%@q);MYgta*|7a z0Y)QW2D~mkNEkNv1po65Y6Wp4*Z?kFsFbd3VnPM*H^ns0@H+@VF08-wVfSpXDNahx zqM>eFUIwEF1@wXVoCsz=vKIHt*4?Ymybql96TycJ}x%1iP z$fCdsFAg?PdyN?t1r9=05NHO%9ef@SY?;wNTl4m!8et~Cvp0n(b>WghgNyh zzx|#Amr*+#{{0Kih_gj<96I&@=xJ|&diobs=r-v6L8p{~!rT}Det%T5Y5^3M7nt4+ zBVxYC7)m`kt~#1iPRJls{f$DLIwh#8B&cG`$M+NERc3E(roFQ7nl2A{@qIFDU+e> zZp(opE~D5Vu!&3iWmgQBxDZ-;@Ax1p0*1RODVMTw=(WDA{Pmki93OEAIpVLMyp}C) z*e)mHxX7}765ydAi$%6+Y!@3x)1K5YZ(QX76cA5!ln;7er?!uJ7{%U}#r=epWD@h$ zEaEd#pHvTa`)53NN-Q?YOrM15+hz$nCGA?vJzc%0nhkv+F$Nw)g1^(<&g1-~=d`K< zwW%Q5Mlv;0U(rgVVu=# zfa{hu)L|A|r3eAspr+&Im`cA#`i@&Ak#>WKoh>A2Jf(vT5Z0R)E-exEz@6zl((;YB zDs+gYBh|^11%hd@A)P`VixaWL_-W=edb#fiyXf<{jBwk@bKr%J=R!lAn5h3q(IK29 zV^sV*xfCBSXVOem{I|Q*wrDEw{jY5EJ{AgTBwy^5noX&E!!c6NkQ(sWoY}l5em+#?zK`^XC-8XX?Z(OiNU#iebZ* zAv}j1c;OQsHf}^9P8Rx(ggeN;SKBIhsn4}0eXpT0&6Bv(C2Jt`MXWNA`8`cuyWiA> zT%3jk{B7#hRShxk1)3|djhY)Awkw=6!Qq(n7?~IR2g;o8D098F5##yikm9FYPi3S& zhFC>fbW302K2J54Q(4YI(3iRXqFFWg2?S}v4{PWhwjS*-@Tkc1gO+dRkDu*nFDdUJ zH2J7O5E0t`d5a~L*9h9+ZX)IN-vL>~Kr)LpBUzN6~Xiv7msxc(eb# zr?e%s#H_(TZjiR@67BoW6XY$Y6ctMA{mTBY(h>oZ>WinIebW{$fOf^0Q@p49=IVzT zioSQj;pzV3+xad*8K(+U@`3}Ks}K4bh+zN;?7)^2FsK1r8^DU~a|GNIusNblfFe&A zATNL=PZ??}9Hn&CTe)^uK&*1e1=)*ztf-(jDYS~0r3MBS0IJ3chaE7*Qkn!I3lu%= z{%^MG8vhNtCyb^vZ6&|QiC{v^!Hn7l%Bu?V`Dz-*Pw)|VBEu*C9f5Iis5KT1PG`Lq zz~=S5e*QO~bKzOjDAV?kfqwW2UR4=?K4Z11+&6T;)6I?_kG>b-MNXqpE4jOx-KWun zFb3id+}W$JsN247MM8=sh+yVcXbn>eq=n5y{Q}{9O@^0SGm_6_2B3utU>OETS>OVCPg{vyQn) z4(UwvN&pkOpsityO%R-nM1lBPCPMMebgU3*>4+^$6Vw|Ka%1FuO8$XLW!|I!hKvxm zL(^=F*xXNTuLdq*?G!=8hXi?SwO6a2Z~d>22ih@Ph>F#oVgrgJ^^{CRrTPp-9I zEdytn8cg!AK%e+pGWGXw3=p(lTVF@Ksq6BH~?#KD}GS>;iU8kQ}hTRYZ8Xn_R9`)p4V9ZwAZ9Oj+uedhJQgr!R*1|b~txd zdad=p$5!2EW#?tlarCzi#8=mNU)x_D&UXV<(B8?3%%oC2D}zz2HGWv7F-|RO++W%< zS(x@|v34%`;X`Rf4#g;YDgaK;idn)Ug0NEzZPD8#;n7!zvyD#$T8&Joh@u#gzQ+XF za8Pn9R0O=c)rtd5;{xoWa}37j5jPT2>@gJ-%nGpffqzt4>dUe>Hk!;{79%z`c_4fO zsJOx2AMl!l&v!;ecHgKaNocSWZ1htVwdOTc0bt8)DEhf&c@%y5(S}ivJm6aaMKIn7 zOKh!cNcLZtr73N}X><7uDaQP`a@oNO@W4*sOs1;ZU@Ayql;C`Su)>M;&iXwX*9!F0Oj)c!o@Nc7| zDkE0ZJZG=&%td1A0Ya_)@>jnJ@UV4{vHD@G-a?tvhJC0AxWLT)+aY9bMcvIWuIc^L zVo=yjYyD;{lhaZee{KupWi~LIt#Qq2Ec`7|Ms|RHlT8)`UQlUjEF%Z>&%&*Krd&H##*sZsSs5mN1|rjiBO0>vR0Z>qt3SsBG5z^$pO0r6`DVE?lCa~sPQ$)>0O981;9W1!1urU^t9+q6st~Ji(z&9&wxXa^CEX^7Nqil zg~IWH*9fp^x|}r_1vV8gT*#}IBal0gS5y=RBDu&CkK)v;t*1-zm<#~L7?R`n=8cr6 z$$b5A$Mb!M20f1c>_&tA(qKc!qg{UDcelS*y8e%sA>u5@B$xLq&zb1HyWN2IT+z6W z+og%XR@6f)UOJ@4?LOc48derK9{$qKC6&067 z|4%QT0T4!K{t$NtA2bsII@6ccK$*|O=oo9L<+-FOeW1aDoT)KYA!+bu;>k*ku53lF z;_+hmHI|SyXxZnVJIP`F-0%T0#f1tiWo72Eo$y%GJ;K77SpG;GQ5|>7w7-yjPDvyg z!Zz^cVhKz)WJRP6$mUndq*48n<|k=CgQXfPShTqsG7Jj*Av60&I0CPmzM4<3t|fMCG9wK;19X#y3jCk*UUEe_aqS;pZ+=l7=(K z4Y3=KXT@i_6R8ycLu15?Qo4b>g zAjDP_lNrnh0~xA~hZE5!zkle&xBe%;E4%iy`T8}j-4W%fv0hv=7d>~7ncEK4nOhFo zeO4@v{&F2I)ucdv!}IggI!*(V6b%#XI9XVOJ0MGpOHknt*9jY5&j}+nK1u*TbzsU0 z?EQqk6ot;!xN~&e^p3u6e7;4A7J2gUdpgfLX|R2~b4?uD3RWlNL471G*QLg_q@|_hMKm9n7|-V%y;>ylxTlaDV9;_U2TTXiRp~eRj%p`wKrpkvtR4oZ?;R&< z_bO;7RvR~>H4sAo1Ke3`K*e6LZ;5*0LeORT{Cj`G5@NX46{_oV*82j`b8?ree|^D< zfWp*lgl~t~?L+)r%JY|M%&ng+&hAqfP#EOJh%l%y>v8*`&?Oxqn}mk9Z`_`4xxv`S z`QfL&lAc}$Aur$~-A?Lt{F-`JC-G?9&9i|vfCmf|!4AUWqAq?rhG0hkayNpYD%`zW zM7FNuS`-tpmIFC)35hR#WWi3Uxm0oxS8EGph$dQ@=T}H>zOeNe&Llw!XDrqOdG@NT zygi%>JgA4}2bP6UXqS>l7{jP>KV-QD8^WaQqF5bB71O259vC?S>?B?bK;BLXpEF9^ zp(Vu+$*QTJQA=qV6OpE2?DFT^!f0UMWUBO@fvT@KK!-?fc2L`c_Aws5q!BIc7vW#I zm4xg6q3J85s=&UtRT}B;?(UNAZjg}fmPT4Y=?+Or0qO3L?iTP$i*%x z`7l?BbIy(@_MUD!_4k}6u`J6Nrj$qQ5qq2y1CVsfbJu;OOksB5-QGJd$QE>-wzUV( zL=vsiuC0q)1P~}V@<};4v2MtR&TGnAKE35-g zL&-~DYNU8$fNy%~N;r*D{D)}|y;d3yiGtxQ4Q^GMOSR9u_!~!CaEv%y7_Z}G0b*;} zPhocurV?923*Zw;5DHPHguAN6W!D7~rm%;>`n#r-o@`f2A$zI$JfVt0hmcXd?h9r8 zB=&plIyi>Zymyr5cFGlvhz?02g}61;HK(vK-no)0HVDZFtXx(KYEvAcSzgm$Ja-8_ z_lVAR$z1oQZd2YVP!Uma`N7L-!E~{Yyh#G=$@k&?rpypqc?{IOba!jBt^-(mY`lTv zlAjU)P~o0N*8svGfTYFxgP-#6SHHk;vvk`wXifuKR^g|cO%{U|M8rYGE#&=!gIbno zC>959K?ubUPop-k!#urlz>lo$EW1wy7||{QGp?PJlhtCC(S4d#Jt3dVs}PgpLA+@G!vk&A&B)ZsULs zSYF6|evrW@ehD3Jal7@U-gOhcSS@#Qf`3g}OKXm@RYfT+yBCR`!lp?b!D-OrEXS^R3Kc_4_m{W$LYXG|rREg`XM&$0Rf zs|HOh6!1ZzLAPImG++uCPB7Z4=6-U1>J%}8wFsDUlA6|c(IB6XG$5)%Nq7k=Z7cR4 zi7&q%^nBjQt4(}QBVDm>WAtORLiz)hvM%=L6q{HzTik$(bCZMz`?kt z_(xpj{aYV~>r!nWUjO{e z&3T?_Py45M>Q{v$5fW+rGVWLrB_ky@APm%*_PjzP8;91c)=LYO46@Xfb91gTvd|&f zntFP}T>e0G&I6l=R9)`4-W@hA+tPD(a{d9)eeDcgFva&WH6?wr4`?r-9>>YsRi~# zLcwLQBgdRCE8}T9D|@N@ZKYR_DIiWdqUXyOF>rAQfSk>4v1*0U?_E@ZX>+v36Ry;ZOf{Udh>6IB! z%v9vqnc%}=zF85Wxlj1-_SB#Svq;Ez1}Al3NtUSwrjG7Ak`trd+zN{Q=&Dm!f%sJ8 zD=H=O;A(}D+L)uvVA55{W+aqp9qKyN{SlGS)(J%;O>Fb%vF0ndeZU|_$X8e4AV(cA zqo1r=N8JzOt;wR%G?FzKB2aK=q#4w69gw5+>)egT$2NE(J+>$RSfiS1QaD?!d5E@& zWP8&m^fBSHu`XI-qP#Ws4f6mTIA4@Yt#@GaGSqGZ>ir!sm6VD^cf>JEp}ol|(JI65 zq!V8uZALp*MeKQeDvQ6~`N%*~N$GaXWHajF*kCe%G-ie_bt8hy#1c_?+%cD!0IJ)P7r@ zsMkgqVPdIO2g*4@sb5S231u|W&u5iT+An7fj(W{f<>*u`kCz40C#*r{k?0P5ltw`Q z?|2oNn3*?2(M8u+yw@tP44c@z+H*7tWjVbL_2AJ+ZX6ofX>h&g`~ z6T7a=VA`Q1kpRa10&BnXuNeL!jg8lsEYaBirv=d3*Qh0=tuPk5MkN-XJB8~_@3g9M zWQ2XiOS}4VgaX?xHL_utMw%ePlR?kXx=0-{l*PJ?Vc`9%d#Bo{-)&Qp~)I$K690-^v z;oMBDqZ1hsk=IfhQBlDH-MqmD7-iYq@X9LU6G!%1L-$wFmDXCvq*;`}rC zu`&}&qaUOuu}LWrCx-9HyR23g$vN|4V^t%q!HapPn-QvGHrin@5ztj^kwEK6hoqmx z!HA_ff&SuB#7{#fwx-N1A%DD5lTqTeoC>1$qQsnM84QtEva)1Y$O_9Qy4@iIvgWZ) zWG%6LoVNUz=-QK2IHSp)E*o-H6F9!Yus5Yze`eJGay&gEXn6iIB%&Glo`;V^MN1p9 zf>vojsb4AJ7G0AiC7o_nu=Gu8hvnw@jU=v)E!-!0hlTa3OU-?q$R;9nOC*IPb<0TP zTv;9Q!qI9CQgx(qc#me{5u;c~&ce64c?U#EG*L19w3y;zu>`TQcb9uoxuOBnJhATu zV#>;PeJ6x>qY5a-+>+re-+1n8J3v67E-fpg;^S+YY36t9M>O`|fEyhfLpKBjTC+v1 z9s#F$Kc~&YTW#%AkYjVIyY9*s975rZ-q~c_4XSGzCN;0BoloX1mvzH z{s5h$f`yGujIs^@2LK$rp;OHs21d4N&&Qg@BQyk{AMB)m zxBny$qyaKAG6QB~*{by4zkmN@jt9G;rlqex0)$?rRaM)wO6*(nZ%aUqb!aqfJ@MwJg}u6Aj1u1 z(Ks&8;O`u*28fwrr$aC-0V9e-&%N7~Rzh(7ZS-V;qX ze1r`h(<*i5Wqo_PdAH=j%;o^JsG=Y4)rgLa%(og#11oL+d84y*9In=9Ra8vIc8P@c z{IG}@87y4;=>R?&jv^5pi*N_-WwPW{OjYySj4fmdEbo z29bRk)3Is4yz~&gS%+zITp4X^Jh%aVG)4viU`6j53nvd8P6hfaFayg~5gj=y$_=>L zbQKj9!Q43vdK2)HF;p#}UmgS>5Ty~CmyBEt>mlQL5}^eA&Lq^bF&Oi<;6q`_qvo~K z-?iwy{yx8|99XZ!)~$2#Xv(WYLC_Gqbws09s6q!O9pe(FRFvpm13+ePsp6^vElpOC+2 zn`iK~f4B0#q-q$bs~TISBX=vNG+K9g6-rPIvSC}LBH9V*7Aj{;^<;dNY{|n2IMAix zjaezcsFqs%n<+T6m@1PLN*W{q7dfAhFcUdxK}NUD!Wpq^iSg27qg20A_s`}g`s=)d zw#j3o_AJLNJ3G6Mvq9n*GLg)rq$Gptot>Qv@Bq)izh;dF3MwiC*7f-ZLbSBBf48=H zTVgS(WlsSJ!>4~ODDFi{3kznu*Df9X>BRzX*hU@YDv%6}9!SW{?3KYcg8ivYuHR^n z%ievCyvCy63lK^uO$`{D4InvxLp#$hYug1zL^Ye8-T-C z!7t^4&#B`kkn`oJkfEeZpItNU0LmdsTFrdFvQPa4%nKL3y^teH5?Qxaj<-5yY)rjg6wizQ zKGhOgz4M~p`iempDm|tBdgeOwyFi63Vb)5>40*qO5~Fwc`@?0aM*e=YvfcZ_1^MG=jKqB2cWNA{1ncX#hDIQY?8Q3q^k z)-N#85Nh90In17YN|yAWLzD}uH|Lmcaxw(HPQb5oFhY`d&+Go5SnlnG*k34Tw%+qV z-E?v5f4JOwk?w3--L}tU9Q5ev$Y+>LCS`O#UuUHR>Z*TiOtt$zf+ELj#Et5XIulYcci5rbakjnlR>KJ-O#>vIr5jRPHkkMMuI zS`1gA*Zp#H<1-jXI)=)>EPj7|B=cX9ToP7g)PBDDWlma-1Yz#ul?R*2$cN6h#0*HH zKKJ5Wh z!v|9b8^xlrs~g!!3=T1YARoglamHgff>(2Y2DFntAw-lqL#BKmA+Oe|!$z6pBf`CG z`XEP~f%UL*t>}dkl8Lk)opizER>=yHd}e%vXSX2)C|uG4HU0W_MxD7Tw=X4`97PEz zx|vXZrevzQF=gXA(2QD(&wKQi#j%&>A7J&=DJl~Og|Hd*SeGO1G9&-SH(76_nGO7v zBk!j2Fznc9Hb}>olB^6n{i%>nK{IFT!^Oo#mQOo}=?^%6u&Qd=^PiDFC^=Clofa`{ z!jk34{Zc?9SwDFjNUSA5vMoOO(O`_5i%a^297fpOJ)NWm0hbSlQC-{nd7ZcCkN?)V zotFjDSo9^qv8c8_0$)usy4XX4DaWtBxsTAcgo30SI46Oc5(Si{q)|~(`%VrV1OyzW zFTl85eA?g8l2uC+NSV&?PlgJ@kre;9KFnxFdC$CQ`B?5kpyVHo2X$_C@K_-OCktK< zHRx5~zQj-oR`QwzaO8Nd`78fAkzMS;pN(iD=D4GseJ5*v1fPvZ7+qV;(oPjR!C=NU z+%Lxf{*jh8kVuQXx>1PIK7;3tD$`NyWZL>RFYqNGdWu{Uo&_PA<76%VuUmdv+9uL| zX=WUMDdvL510`v_gk+l4Ut9dND5eHeM1#hVhBRqXmR@~4bBnLJwplM};O?v4vxk18 zO6#MhkJC+S`{!eH<*BOA*JkltF2l$ZW?&%q++D3-{9$F0Q6lqa@L_w1T$3tz9R|$0 zSfC$kOambg6A_*>OIfAukd2XvsM_ ztgm)Mremx;b|nWlt82a1IgHz%6(1;3!}W{%D`%P7=zNYj#`I#juy`*D%ZUh3v1CI* ziDTAC#OZMYe}+WB_Z%~@*|T?M&Rmw)dtzauff4&cR=?Lesg}4;+BYQq^=K)Y?cbE} z_xh-|;;m`}__K-MG6m-+NQF#KZ#f=12+z+=PmIU8Ec-JN9fUy7;v17F&>lkbae%=h zHZJT2Pu=+AUq*_&eOt3qK0CdOXpW$3Lds@@Trp*iip00yl6)bJf6N8oB3}4%UoG{0 z9z?^)^<2=GPxAQH7n3xrSyo=gIW)*~>zXlP4PAmN8%NNiM$CWS(}AwnxK@<) zN(C%VPEH`|nr(J5fk!7)*4>$uLlGSs7(5>&o+IE`f7SJHt^`&h41B^j_E99Yv9zSY zH}c3A*nmE{_sD{2j_xIMBVcJPAt*h-NAgQ|X~6+!<5lP~v(C+yp5tI)yu74N>I+PH zV3kh6#aix4pQL6RbZ$<@AdiPQTA!>2*k@G2DL zJKHCMcI6_OL1*6l!c8=I`&Y9Q_-vY>ZiQ>6LtnJ74cA~2dM=Strpe?_^vyUn zK_qc}20LJl3Mr0%FdOhuCC&t0%G1X_?hRb zT}X%z`y{>@Wduqa2yVwCoL@vCZUSExnY4*FZx!DMM(Hz)avN&F%U$* zk;zpx4GqrL)>a%m+jcP~1EEgPjuKcx8ImxWAXing!6r9G@m?M4O07k-OPeIg?dC3*?Iu(a#e!n;av0u~_i! za3i+;hs-jIy#AD^Ixy`DefB8%PPcHIaVx{{gdZ;OXhL6h^NW8{8!#)&SX-tDMX_x& zPBwB*iD)FQd2SB-RMgW| zP+<+kkzq9VnX~*r2sbs=@nMht$)!h9m&HWY)fE#L7dMP39lpo99vd55Mb?_`%R4uu zFArDM4R&+eY8he%i=F_A)Nl79jm8V;ZC(qMQ&8Z<_0-N4I3&rK=e>-B3)U+R`OF8EpMZx<80n9tDX z*4WQ80YEaIz!6%a!ETJZvp}}lzC<%uwS+)LfvPz|k(1cqf2lgym_>4 zQ#hG{PZF;jGt~UY=5^tLsVuU%-EnaGeL%g)U$_37v+;S{i7LRDp`f>%-CLM6`6 z&s+aQjS&Z|sFo!6_e) z++3|5OKj8g*4CD==-yiFMSdBBw2aJ#TdVCnQw{+9XR1wtCIw5FYin!i8?i#F4*vfA z%V9BS=zlpQcevVFzR>s!qk1uP@c=qilf|$tWr#c|+ubi`Ooe}~f0|ONX6Z;JkR-FX z)@I7MSj8_iUhFA7;QpGljK`Jd)yEgNx3_J?6NXGXfJAb zsiLWgUE$=bpGG)Uk#TRg!0ZCJ6YNcankPx`KI-LyE9W+k`!@SD4@*X4clMi7rxRQ2 zUo7D2^xB@vog(#K?g3G71hj7%92;puOWu1)pT@QdYHAX)vq><;|JMh+0~IT17Pf(a zM6As5;$lh+jH(&pw*OfwW;I<5twwo10q7_Ny^D&atpLyJ;w?=&cY-BMDG^^`=zBd% zF|pkJefw)0oBFeo*u&p#srl4$k!aXq-0~mv8JW9p#IO$GuTwwCM{{ABr6GM6%B)HT zK$(L?a7P)(mN9NU6}CmPs{zVx@CwaF-GXp@Ga+qKHZm<)YOj52ng&)P9*k;v2&-r@ z9sbNtcnlu~TA|}_MT!b6ZBJ!*hKdCSxA4fsI@8DUD# zldYBQ>lZDMRy$N=v)SLCv{XV*H5T>14*$UB?ysp8yw1!mD4`3(f#H0VTirNK*BO?F^fUc(pu} z?k*sN(Lo^-CdiujU33pft)6Ih)$Ph=Yjt(?Y1@O!sxs*3_3QpR_+IS~6vm4TnmnI> zp(7?x*VgU_{Kx>HS>!%^&@Zg02j|MamOU8)_dK-X{hWh9=JTSy_30(+Y<>`LELaLf z>Uk>6%bN=K8b4{KctWAQN`(#^(BG&~=RBaeHgmjJH@34}%IbSV#&BiE(kgGxhCIQ2 zp9X(cYrkG*j_3MhO-)mi3oqJ-fgM`=s$9P*%?k#;$}_P4HZeI_%f&F!i4A&Xyg}tQ zV3Zk-M2gBe4>@7{)avt!b$GS?)8ztbLgLxILsI|s(TbA6SQ<;Z$ZML&m>859vyk_n zODh;GMyZ=;C0#AJum37YUTR)q-XjK{upT1cAQD6G@`kgr-L&z|u+RyWE0vl>0h>5?N>ZW zT!|f~p%DQi2{2IAvprWbEwr za=o1VAI|8P-NsnuNQF)6{$^RAeI-{Kd`gs0>bLr01TP*KNEX=LJ?SM|7}96v(s0Dr z1i*JN+E@rAYfKY$XeB%i%jfv(2h_W(q_hdtL1p|ttCfcQP?a0N3PCr7-Qy0$)**_@ z%Kb$MwRTV3P3Sa6QfFyqr>PdFY2*e~d&sz3A6iy$!@r8%Ji<3QFAY|$w1ZoM3V}m# zMR=7B8iGIOSYh1aAMB9g--)IFQ87uz`mVmM6InNsj*Ao|Pmi(i-oR3bHgoT*eZE{- zYDF4mgIZluswExwq_pB|VjJ4uk={g{#I)L^ugp-RsW4FvQhc-lS1nEfJ1~$}mXLuY z6n24*rOi7YB^{zg$@+U7azAKz4Xw2c+_z%e}!bVZbt}`B=UL2^}5d4^~V7lo9gT;*B-}Vp+fL1>$8c{;6YoU0osq397M7GgM$x@JBHAzHnSYW zW}uZ&)z!rVkirh2Icaf_=OGJQZk&M+K0ur?es^_1C>AKJTdw0#06qSSM%$TJ<@%I* zM!vFS-L+h~RZ6*=anCANzb6UDA&+?Yk329AtFj*7w)I074HYN|q!&G7qCRCGI)ZXh z768ss6LF4Q$tfu`Y;+O=FysEWuDzeSF?KlCImSxcR1a*i^%ZzuUL1eNYojx?CH#ir z#Er4TWpOn3+VF&|UuKDekVdkLV%45}U|zxt2VSpsY0PFx*uQhGZ?z5sq=k@u4y&&m zUsoWz-G?ud3B8Uf4zDO*@+HTJ(7s%1U5SXT!#q%*_C)+H1Q?ueCf@+{wS}r-yg@B? zNOO01F@WSqC;g(6P*F{-M5`oDrRga>J>6jJ{Nh4pXi;L(6VzY(9d^#hU{;h3(6GqO zd#!Z^_+LXxCJJ(ynV4<>vo!&F7D%i6qFwD2NbG>71WC7A`K$0&XBcd#GYE7!gRMTZd(AG3T7ZE$ocR7#sMrgIrG~p;qSSq;6Ij! zjfOx60Yh?EAAI2KwxrljBi14o)Kg7#PM)ejwD-5CxJ z4u{ik9wDzo1|fB5b7KK`KtKi6-i=PSSnwa|jarR;-5H@__NJ%j9L61JO=Me*`Uqz= zCa*q<^m+93R#C71&PmswKcm!^AKye6v3aP^oB6G#ra{PrbM-}Q189V!i|rhZE>MAT zBwS(8IjM%w%KVV4)(Zv+6aEj0Y&IXZwalP-3WuDmxEoi0KLuedY@d+TSB!h5(29w( z`a*#S{X~EbV(OatnI-7l`#-R=|A_lTF)&ZrtK+P9OM17>y4#&*)htkvkooGn9f30P zt`M=?Bg@j!R+bSN-(UEfZw$jty)VR4(<9ptKa6{o2t-bVrNbBrSc6>Om^P0~gJ;hb zQeN(0lLj_K^4&Fs^kB>tce*M|3_qx3~gwD1o=Zsr5d1`ygoziTaRY`A?dt-uBPvq{ts2=UhE zj|k}?f&gyL?mj0yeVEuq*2~!ZPb_)h%|~DbLJelF>cA?T(X&|^ z9aXIRXJY{}oU*bo?ej579OCHcWJfsOe*s^w+g0@W!5z5TaRGj1;G#nmJzC66>LB|dXJ`}x_>yiGaWxSf8P zomM5^vb+2Zj`dHD&$4ry=YCj8T~a|3mSyx-3P~wDqU7c*FDfC&aQ7oMpxM;77EfV4 zUu|S!9cPkJVJy^S;THWOcrO!LoDVbqGWIYE17c-XP{F0IfJb7DB$GBA!+n0y^J4Az z?5r=4dyz3Ht?_hu;e-W6U}bQl@a&! zS#t5#^eJ5U@p5hmNB9d3Qu~UktSmfWZu;qIe!`x3GBC2{*W?8Q54GF+kB=6kaZ^BS z1ZHVi0t8}6+YUq{@YN?T?dIYbeVloS0I5UG%^g})WJyI$4YnPJ^u9X3I0v*m@wac^ zJSPWO6|i#Z>(WIW@N(Ydc92&C%GK)dm&3?}Q;To_K)YNzulRymZ~km%rdjlaz&(Iz zXZ-^MoMye1n#~lD2OcM@IX{1DJMs}n6_5zg2X^O@zVYG+ zdh)lP%vMlPKoar2wCrWYj%%67<##FWD9A4Amj*4B+DNxxJw(~lv+*Vg3&fx>3w1ye z1AZ@q%Stg+%cs$9?lZ7aWPpG5Eu)}!tG9Y~c9!EwTYeWsKv&^)D2>@tV@Q2pAPFC_ z98uSE^QDKb4neJrk&4w7yzga9FAlQC=?E3_>({kmlDiuic0sq%EfJu_HC4x%JYLOx zWEKMmC4ps57~-eg^9Rs)))3M9Q+5`2v?)lY1s721)uL#pCJf2d$_i!&o~!FF2TH!~`0F3RMKntopo$6mbngt78hmdH74V zMGSI6rE=8(`GcSLi#v^>{R$4n(l0=80SyHZ7wXkiwf$D1z`$@{e3W3oDdU#cTBHcW z=Jh@%@fTg=>>N6{;&S>;3|Q@*BGkYHn#l5MGO2gbEe6$gWwLhqgm4HKBNJm5&s_mw zlKB>29Rz_e&Y_C1FAA5LsPbK)n;SBC_}l0(R*5f~m!v>@0SAWwY4qdA-P-bmcO>TW z+-GhWvF*$8UUvQ2GYefLJspZpa@G2UCK8ag&_0n3pkdJ8ebz+d@4YrvkiN6{oXoEe zy))jpu#q+2mp0V`e&V>hn=bi5UVk*G!FdI`MvPj{NJ1jb>N6_wB-mOcTWu@?bU>x^ zHf3d+>UzU}rbI2y|1tssYqKVhK-3==1k@QzEvBDVL0)`|fM5d3k6Ba0WXL#ZUZxT# zL*to!j?aA3fzY?C%x!{q@%&~pIh|tzZ#D4V30l24JG1?NdzgHZw6Zb^t3iVR&kuSW zWY^Pm36Q#HJV_Ojb{DI~>TRY5_hJP8cqc$+ij#RER^EyJ%|y-XNLbUR2|rp(H84F-(6K8a04bR96(XyT#m6 z;ptF-g$?ni_#%i)TU1;e6)lf3iGgq8%B>c}`-LIvBU9tHU^{!!g^~th$w2T3g&Fq< zL!C571twd$By+jsd|p2(5Q%}(mvYqlhb^C^p2(&DoMQ?HGgcIel`*c)oS-_Uxt~S? zLHkGf=$N^kp_DASyq1)X^A~=7t__42u$^rtEUJ@)(!wIn)=W%HwR+=n*;!4T;MX#b z+ytsxkdtIyJfc4Y233YD!-wY2)N>#sBm10m{);>41h5q?=r_IrmXiKJH`DL=481L9 zu5nct9JH}<&-R4a#qCb+1&A9O>gw-*8iHW-Ca8PI*m^1x!tk-Ke$sv-g)#Yn)Hd%x z=%aXWHVnee@zTl7X(77)-30$oipC?jkh7hJ-ji>ty+fUJbhdzcfS#ZKU+Kb;TdU7D z#HQ7Gxdr}NmsX*7&ttaQL=2RxL;aEQr@MvmoZiRTg+gD!lqgQiVGQ6oirn_d95`dRO5c2gcE;fG;r;mh?< zl{@`gIUsOBAs5Zg<#)2LsqDk-0V99BC9Spq*ER+O;~;%P$L+#UFfvAh(TllYuEq2E z(AB~1c{Dq;MF&W^BnXT-7a>^_)^}H8x!o)N+3=YaMAYK946;O1XfpVkX=j@L!LPL}7ObD@a%SR+^y6G|<=9v%RQz7qRf$qj9 z8g2Srcse1|MdafLT0++x*CN_r7D|{w0x_H1wXDm9%8iE$jXpCz7Cl6zw1mAgO=Tr6jvX^ZMVmgt!ygp5@?s#>7vg$fo34@|KO0rzlFp(Djte zRDB)(u`F0I)r7W`=|+kOi&x@(kRCn3!dbYd8?&T`GS6JE)!@%ITxsbas{uZWOzOO- zsEDOPg1BbBD4lT^;qOM&)`BLQpZP-%&oMM~3H7fnTz9m9`l69oWsR9^fNGmhY!k{9 zT|gNcK{o+VsyfvfW_Mp+danh<|M~N0)7M2` zpU|cIkq>m)m)||-oH#IuiTgm)1s!Q~1H|7W;N+& zS+f%;G@-670+7==RU~Mjm(r#zEDW|{!~S97eAgpJEKv47Eok7-LtRUYaQPUSiex5S z<;+?g$Jf|ZaKAKByXxU9DSO9@5rr6%)j0m=_N+KF+yTd)hb46wBO60~!bKXo|3yF9 z=UWA5Od7_!8$9zwN11zKYMiV|;TX24_> z>)O5FkWn{y_2EMpZ;ocXqNn(#sZRR1agbSm|CdC|jEb)TgzxtVw$-}6Gzt>SyMIr2 z^uoGZ5pOQ1kHU8QjP>%;ng#_J z{{dapwnn+F*iJd~(&g^o$)YJon}Vn*?kAv(UCrbS&6f&yTN8Wg`3QqL<=5$TWUxJ% zHFN{ya1l=0I$LYccZ(Vme!#%z4R+WkTwdzZdu^I)w`^W7MZTAQe^3e9%2!uSYb|H= zqIbL0U@!GHb<>$|=fl6o#kex%=Y)JI06i__V{Hy8rdc_6diLf!>{~LjSDOOST!rzY zRH%~*9k-h3Ee(L89+8eVvjyD&F@^wmbl@7xxq5P9j0zds>fLgi>3W0=Jw9Gk2R&y2 z1t&6~M7y7^*d6(@Zm^(;LfBkC(1E7&IS~P>tfZr(l8?CHl%ToF zcBa4=p=5Aq$Q>9g!8L78N=Tp(QiWcWI4RI_^aRK2iG&$)@s(R7qa6=gseK<2eqPx` zkkLT=qyproF@u>FlM@qGV+)nQlYtM~3mQ(w$dz`lnI@w*P%gvmGwSA?O!ST8ts9$n zoA@GQSp}V_sPQ{#fEDkF*a~zaph_*G2UTUQvX$#DO|JM+k03uKsD4tTJ~u^*+gigq zy@MF7_pMxW!N&w9MC{^SIdj);=@)Fm1zQWQAH{gCi=(NQ)UV#!5r@v$R&Zl%UflI7 z+=QBP=rP-}j=2?1;F2SM@&OgYffKjeUwP+_Jz2m9#Q&0=<0)3nQKWe9o3hbtPzk22 zZoUhcpO>2tyl$_LXVPl_Ze`_Z4P=#oOyv9J1#r^})z$utU3Pm1%( zq}|U=bsU)IY=OkDoxY^=uHeOPMhroT9)5w6wjR@Upe+Hf>9*nS{@Jqz^N)APJow`5>v-$_=(Bh}f0ffC`i&O9oc0BrgO-ZBaSM=&6)ZX*668nt~L$#jwbxm_r-UjVAZvIskQ-zgBmCgFPp1FTB*?T&YpQitP86ROIb&&lII zkb_W&w7Iu(`!@2d42VE}p&&phC}Sdv{}M4Q-_+nd@%9_74-VmosqOnHpxVx4-Ydll z{ezX%dUJOVF(IRBrW*ekg>mo33`shW*$YAs7*uoS@L@yjrhm0NG29ahM?*))_hG%) zmS>?Al@r0&2^TlDF-?#pPIe3y%vs~BwVv3gUTY^pf$EGK1P@q1bT&C@1O9^EB$u>o zz5oYc3gWUtw#k`4ji@>4dQ5{sa8rwXJciWMKl@+iq8h^hr_iU@VpSKs)r&)5!3^=T zZpma0A-A=1vL)Hlkr!F+rBCQZ#9JMm+P_&Y`~H;`6)~O%3w$k=5}|C{NlI*jl~31w z8yv|`B9WjVt=upaSNM}CM|Td2SU!QNn;AfVTY*~v6<31ymypw$3&@*bkU4-x8$ONY z_H$j``6gO1!mF3Skv9e;?o+`p@oW5Vxe5vjpm#F^Y%D`Ue<47qs5GY6a+;iMoG1=` zgHOuN%~^l~%vh*2)uzGXy^K07lCYHgpX3XgB5UsN>6-D7^2xa!g2`Hb@%7-)D^HRuz9unUc zt8PV4iP2bZUPCk%d@mq<7m5@o?b0M^4~f#n7>nDqfVI#zcLdnkm$Hw{Qk zKx=Zo9*XWd#=3bhLBq<<4#1rGSlz(~X_b~Oyw#wSfQ9PnZjakGPX{FU&~)YEzO)la zeHK8>d0TRT!T2al>Fc7+bYArC??&c>#p>$jm7Qp@omIc%@4TnhOV>w$#N}T$X;!s8 zA0>)anB(~xxUEm87FgSZVxy1*T?PE%uyzpX>+_%^pF5bP&E>JHz6uI6W4|Nbz}qeS z)c|k4ldd;epdt9}y(qTxUms;t;AJg~ls=eF)}~V2&zO z{108CYS3s;`@eWilrdrndaSzY4h$;IxL=c{pE#TzNv70tgY`?)bn)Wk5&XQX&F^jA z)E52w@$23|7!zzO6J_m0*e`B8{C$gkG*l%>i)Xo;mPmN>rL@b?d$Jo6-|fKs^~x~eCmfE zM>6&UbFtt%Q(X@QmTlN39eD2Y+S)jPBUR}l?ZXuHAgbqi@2;Vtug@Hehl@MUpz{hy z1%?3nAoAxRiH37y0VzDh?eYGqFd!Vw5kRukT{~dD(%+q2{^Zp8+lIYO=IV|RprrT= z5V(aU=an|k7((|e#@Z>o=ub<|-Lb?jE%~cn?cOKFfLi_e^Jib03#6{G$El^DpyhA1 zN>(H57#IJl4>eG*m-4HFc?VP4Z{IE=Z&w@DH}#w!)w;SuP3R>PSEUC+$@FT#)I!he z;|S#SOHR#a0OBCx^$Gmtx$fo)TrB5c07ER8J$t$lPG0A>r3e%vw_XFtT}HL96u`&; z6kwZlb!C13>nMEn8xtMIDY=(0P=|bkLEtj$g@s2Un6|uMvlKhz&54LWJfnp+ zmOKss*0VnUJ2Ia0rg>GO+39z~#!1lg8(@njMGKem$cA1Jp8V2MhN#9Da*7}8J}4ow z1SX~6@qP7uW(9xcd%de}pzJXYxY9B9+jM>hL$^NJf^md1tgxu;)v!>>xY|LQ+Z@$& z)TX7^5c3e~kO2l;0Py+9Y^o9{czi%fKp=9*H5fET=nyKXsd^}pc@@7u>f z05dwkO*cEP%&vnBd=P)ZgXCdfHW)+b0+xB8^9zV|vWzYJ%&9=vLDAFRIM(X5T+S*H za#PkZd^_qr(W~pa6=hzXH0U3t+IW{SO=v^g39GZ9i^{276kz8y;2v6LQSOj%`Wm zK6-XpU#0$e+%@l&IUd8^vcJps7NDK-wf?98BNTL(UJ6Ckzd2!8a2tkQ?Fi~&IG?D<#w z$u2`#^T*9KrxEA<;(v-*uksNR&@^#gGf^qN6_>`u(8j^kt|>TWQpAMAm3cXat}TuO zOY2cY-|#{~{$zv>;+Xpn9Vhm?IM%DxDM3HPdhg#W5J<*{;{a#C5;&jbPy93$U?q(TTXhfHm!KbV@yi4|{vU<$SoN2P*Mz z6csyMs3ZnwyB_!Eq!&U>kP{Ss(4?klL`QiCE8Hn^c6qwqf3_(g;8W+iDZ9L~;*ibH z!V&`=iwp{XVDqzE>=FU^3@sNImO|3-#E4nnXH?rp1J@U?!3~X7WGfTLAX1eGH2!8x zJ~=tLxZGzkmX<5%SA4f#n3F@gIT%~c(+M;H&{^8NY;QzFay$>Zy7KoSQ&ZIoT>APM z=@Z3t^%KaSvhi3Af9lC5(I6wAGb`6a906*&(DqQetr1&C9v2q}3k$oT2l8lgPO_F+ z=8P>BKYR1wttFSBhDIX)xU0{`!z~dp)&tl%5w?XYBpP4@=6LZCp^}l20g>r+SAbue z$DZ3QE-|r^w)W55&B8Tdi_iadXL5$fa~T4QpdBvpSJ0LL9TYts-RGG?xwpi^&CSg= zm%B57Z9N4H`v0om)7(oypkQNQh{uzOfT9Bv=u>06P^+q{aQ<3RN|l|~i8Xz-{_5q4 z{Pp>pR5%*TyHhk7!&QJMcQ{||dmsBfbc(!Wm`P1YPVU>EFLyxw`aH0-lm+VagxuVC z%la80+Zvl<5f%~Q%wjD-Xam<_dRH3#GOK?e`g>7H$s7umO#IJg)T&h&#! zrfVTI=ymja=DXIA;v6nA9J<&!2XIbTx{{Xb1`OVuZN7JPZKd3YtgN7Z)6}<^T1!gO zjFGiSR#;+59(i9bbpT09ih{fXif6dn+s4VA1$kC?@YjHw^>ca#7)m(^nOBE1#_7h3 zGl_YIx41e2{GHn_dcRF+OSS|8Cw{3p4HmSEXvwdl7rp(94F&MIxVXw#ceb_$!0cWq z#Q*i{*MdLL-}5uiC&`aMHw_*JkkVy=9iyM2gIvI`oZIJgUG{_Z-^0Tg;SFqU{C_&> zRm`lWXVpt(Bz*OBP`Ckb2!D5HP^UNY2dlLedSkhM5N1sb0(930lr^9&9l&KR1~oX4 z?Z*S-5(YW>bNql3utIVAUGx8Wfd{@mQ7U5I8V!hLkWN2zqqb$YzM?mHRg)Wi;gCk= zs)cBqMgyZQzX0EVbOJPC(Tt4qleq~AKPGcrp^zHCbk47(at#KY#-hoz1m_>=-+I(J zPaW$O8jBGTh^~Z9y?GOdh5YfjGEia--241>?HfTl>sW9DLK|zaLj-EJi1r(7uflcTgz-($7`kH z=lyu)D?&S>pvQvu)&G2?++ZPvQ45UKc_Xi;R?X1~rk#0?iZVjK zEjpm5Kz*X!^6QzOot+(i#a*rO#DRzCtIq?Hv5%Q`qZJF@>u7v->-8T?8cbPFc2r_w z)x9kf^LF-5O3KB*wMLhg-gcNJk6C#VExofZT6l$J%475)vqmZRQ^i66XhXZrx^iJo z2;}wc2o0N`G#wz|Ev)Zt4ZLybUNPn00^d&v#jHeA(h-jlszHc-a;Fu(46?G5fb^-FX8! zLc%@%@qb!{Gc_RV8Z^axZ>*qEVA1agyS-Seaw|oEJ~a&3VE3InA+g5)(*l6e)qkWx zW2o2RI3Bd%#}xjrT44Igi(w2DgiwFH$iHPNb#)Br#8B|-bZVGH zeyd2A>qacO1O7^;49$R&wl&Mywg@caA6LR1_?TqRt6B(3uEAJ?{q>=o7B-ja zM9{xwwM~+ozkzWlxrT1;?s1B8+G%}%fXFcu5b9WPa&}gUCBVbeSljJM%c)X!gY1DTl37ziZ&a*%|J!KK%3>4e z)zs7wiHto|THD*!fbQK2CbM#RBw$1daMJOj-ktWSJ3n2x%C9i8`Pb?akBV z-FI;hVgd8+H&%T!tYXi-E>7ylw45tE05kt{eLte!JwBc(ajUl{o?Ghu`}aYHiVXNL zwkXG`KdNJmV{-sTOa5@{RiA=-0t$;~QH4cCjZ;0f{T>`4!FdiRXxJoGGhQ7)Rp>SQ zN0ybBkEjnDu;qYP@IgN@%)WlRe(EtqZk1DHz zq9XnO-G4{~#NSdYmj6nRyQ|5+mvl-bWD&vYWGYk#0CsIdM2a;SFlY*`pi}$iP;NqP zmzMvQdF<7*sJXQz$Dx&R*hV)~vT^m{_$Bm&kXjD2k_!1@W40JN=Dc{e@s18Dw+C1z zji*@OL5ZhI!^D(O<8GBZunRX;?#J_nh8x3qY8^k-SUAR95PE!Rt9C>^Pbo)P=0_;F zNO{djI!IsSI8af4x0PGOE_`IB>7l1bxw7)`)923|%O2|!4^`H<7O=6gm4dg1^4?Xd zN0Skjh6Af4nY|uY0pgyWdNi`9HnaK>kH!#Yp5kDL6Coz8kQ<*aOend_{qtjr!s z!qzjfeZM);27TW#h^KRy=H}=B%eII4n|ClV@giy9G&(m1_26r$^Xhey3kvRf*S~Of z<_3}xgjVhC?Y%4Z(7J;Y0dV+w6OPn@6}l%+8V%Tx1#f9-S^aLHEu1!n*O3_(SUT{7 zn2&fOz*GILprBw)K^!hplXbj5jHs`(iQZL97LmSHV_kZ8c=NZ}V{B!3#4{NbHDB!_^hLchdNLqo#} z;^v${ZMA)HfdAjap0I{z`lq9V3N-1U>jvu(9W!%AS=sUKl+wjpRn=EEHakj&wieQ! zw+4XPQ-ZzR_63*f0q=W@$evro{*vj!%;6LgL2p$EB0n?IGA(Qdf8ycs_eLDfWu{-Q zRaiGm)4&CqcX)W1YJ1r{)^;aGTA89QYh*2->q8CnB-msE_L_%Kg6{p)u1yptb^hKq zWF;%hyahw?at|Ptp$#@wzrk-;h&G6qew9@+v4LWh&sMGKJ1)#i!`n=F|fCestraQ&gVJU|uCCRC(W@TX_OQYfx`k!y0B&&2(5yT74&u8fo zIAgp|D~q@C8oA|YMDj<%qoc(^^bU0`z+2kb!B+>4uqb^@OAMzg)o$Lp)mQ0gg`f^u z^>))0SQweThBL_yFHDU?hRpD_@BZHcY{1Xi)ceytDXZ9ByVjJq+iVL;Wqi#+bw&d4 zz}o&h6bhpj&?@u-gE~hxYZGYFfmotVkD7i`*PDVfySmy>{oD2GBTCi5a9l~$-v0jV zM+zLplSK7gqd#9MKtN6WjG2mp;-j44NyN%P=8)^@X;|1jV53gdt%5Z)HCLwcwIjDo zOVpubQZ~QlK0f^Je7iA(?|8bGc$-8A!E-@ag)}Q>Or9VafK^$KBj_gg;>8Cpzu}^W z21+QwU;abVDMq@W?)t`Vj1BVsoZo?^rJTS%bG*rru7@-_#aN_5pN3!sZf zNKsi?Y&a}HLjN@;Mom}!U1P+>NY;=UlDGjrYbn6_a@Jq;KCtI`L=%8j^2>&otF1`3 zFMr~djrCLGRaQ|*uks?-u%i6HtWmh?lFaMR!5_)R%c~Nr99`IYMbF9_Dig=4J#xWS z;3)_+ZrX2b<$0A0WPO&D97A3B^Jl{-bUYl;d&^gVOemq9P=@z$m%=zdIc; z0gOsK*r49a5%fPp%pzgbTCNw*ELUtX{#82U)DoKq_(1La_3K@2^D)?zlsPLhOyO$=RvbjR>;5>GC^Xb<`Cf-RI<;`WpC|3t|XFHkkV)JG93|! z9Z+&|MuTJtq)M-3WFEuv23;B(J3Ew2u;_i`$;&KeE6NTG%DyJN5{tgGt%tLHoJ@kgRp}Qv;i$4WFeWEOAh(b@UsKi z@c$5Rd8k;j-gVZa;=ke6$1oo#E7@RFq**F<6F!mG>!g?0E@+ZR){yqW{cKX*uwv=d z2xL8ATXy#LcBhAHJv}A+ zX3UIqIe`gA#!Y()SLU~Bf7l|*ZMUQ7)QmHe$OQQug2aXh46<971wR`0)w z3D9EE$?@&ngq&k@h1Q08Z#0|jpt`0K{-uHrsU}Wm76w|TKl9(uTJ@|CbAJ77Br`AX zdi^0un}dSw)`K98GV6~B47z}alx0pxSw_diWH{F%vk%?2{EcO3$J+7cDXVqx2@~GG z|AX(3{&BMQ#Nyr=4zg){7nORw>hhUcR@1GGfD^y|c5knGGYv({Q4@KRe9n zIebZFU))!}YLj@M9GsMCeGxG#(*6C{TAATXU&Sx?v-kgVto>JFhnsZn4??y{dI3enQ%5QhQi2Z9@{^bK$1`FxY zS`DfqIrC5@DCeDjf}Y_ZHiT0m?8hUt%lsouR1`SF6@ATTAUXJ1;~& z7yQN!VuZ)m@!=BX+cR^55J3UlT;;b*J$*(+xMWFnorFfe7BZP$h2_dFeJ3>PYG`ZA z9{z=dc>Er>%pZ6#gOp`JW9aY9K87m1S~lo2R9d_qXF(D`_&{lUZES2TkW4TUXbe`* z%eQ3}70=tbQ>>=mo=kf;OMlxo$;BeO2GVZ-kPsG_foHA6d5WB152bstN;b^oTQ&0q4&H?Pl?Rm)u9WK5W>|{7^>Zh#GQ ze0Dasu@O{TD+s@c)>guLJ36Q-(V9lUr2Z775n>^vLHYSs;gk8`Bbrp%4BV6(zQ! zlrdpNfLp)HQk%6WlcmADl*>6~ur*ozotkz;y{5SMlUk9M&dw|j5^yB)neT;x!OO_T zJEIoQ0aDLKSgNI9e!drLk>&b0pDC=r*jEdv%eNzN0CtEWCo>>bZ>CmlSY(%-qREvXLT>k+?_#=98g zjk+FMz|esdu{IKv1f3xXrJ7Imed80s`=(N#<<#L|$E zdzEJv|58N*tSyEgR=3Rk_}!NG)W>7VvG1qITWp%dv{9qSh2L+M5Bb+qQp9w=d~_N7 z(*1f%cUr+;ZVE%=P_FG`0v#Fk@5@~~@1b(x6rI1t zD}3O$I3TjaYxai}`{ zYu=e82oU6JFK=(_p^BM>6~8`%@8p6>@$nh}g@_9Y)#G#O0ke++LVud}CuN1ExrncG9lgt%bg^(F2 z!L791VMvK|mUHLfsf#r$_=N7=?*SK#zj_CVTaCKiNTIj{7VKZvLvc$2Xx1Q3{%HAM zB_YtL`1q8tGzQ~9Ke!0WS@74teTR6JVC@_Eks_4?C+q(JpM0sW8Y!=**Vd$7y}Et< z`gK6}?~;&c%vcEu3hofU9J+2FBP|BnMCj2NMLuJiZc{Mq?e21gr!>~sHOmq$_}0t? zaZc)hok69z3cBPS0Cwh{+Fx(UnV?bgK<|Ez;o3i7LqEWtEW%59uP59vT;8ZCOph&8 zhb_6{ZYzBW%ICUn6QxkD-^+h|r~DuRNRKUs%W0cDAexZ^SQ1}Smsjx?2*}h@X?a)4+D_xVyrQCCl{FGBNXhH; z@TB@ss@r?SN<7B|xI8+g6Q#jZ5-N7`;M>k0GG z>5FiZJpj8BjT7CYxQmRZUbpH?OFuyltI^TXoY*U9b94cF?2P9wlGP8tY6f}1rUvCw z_v7L58aU320Iexj--!J8v&|szA%ARBksqV#wrs+{lS5c)a*ddY2|mEgArm9wzfLkmE1t)} zAM|eFNZ#Y$78fC*|4eFnf#4GT6!%JA9v2SEMHm_rFW?>v)vV3xAU$BXYZ1EZW^{Py zH&9TZ>Uhk^xV~HKd9ksz#p1H4C8T-zn4J6rlEezkHdJE6CgZO)Gy)aY#3f$0q7NiY z+)%BVrHB3c3NiuKihut4#fFsc`fI#&Hdr;Q?-X>YhAd_~oAFvWtUg9d2aCVBc1x6J zp6y{Shos~?n}hU&U8r-53#|`(-jj3)2Ch#y3m5$|CC2+RA|6s;JtGW8 z7q!d-sjw!H2xHg5ITavHGq>EAR%|gA1{nfhqvOQg+^T^0ge4s$31ImR9C4dyD=)i_DejNM9qrnOG11+9L9LyZpbT~fD(5U zj+DA_D=P(ujkUE_UJQb#>nUhf-;{@J%e?@Z0^G9W4)j_Xa~ACp^r}CV7dsO*Gf5|~ zDA*YM^G9;2C@E)GJ-$Xrf|<*39-Vs&xIg@7s98AGE=P+su3P5C2e2@I!JuW!T6gl+ z5VD*B?^qyQir~!Uu{U9nEl`<;uLtGQ?AjXDf4EB-4cz>|sdoU98a;$6d46&6pT!MM zxtCP>@Q#TU)zyjM9oLXB3fe7V(#j=LKY5ZPG`zI6rA@&_N<`#xvXz{iEatlCSOmR` z0h~}sY8^-s_bNE}3e~&{OZTX9>P9_Gcj+x zh#4s@YNe1D$`a1)7=d>@qM|-QF4(JX9ZWw#XKH?lxxTUCys!|xV|}F4EoIjm9r>(X z08%vLhP2&2`ue)2k)dgORtJMnDItLH&8qcfm+^8h+UPGsjL^`~S?afF@KK=Bvjs7R ze}oS#)dr=Go*vlFlQ6ec^a18)h7Kne7buW>z%exFQeJ~V*+g34x}lYgp9afe69_!d zk8Na=1cGEUbB-Ktp`zZy#kD!XhnSv|t&DFATSoh!g4a4aYk+_j3;!SN1IrCAvj&WF z;0)1+14=rctFWE?3NBsbcI1jNeBnG2@L*wNSf^)xDwZRO4*u=0Vc{Zg<>Ue@?)|*F zog8<0&YPe0HB0N=Wqj<1yfRD`Il|&iRy-13u^NLpWmmM#qn*VST3X~dfh%0o@G}UX zT0zj$0PP)uYv0DY1Mx35QcKmV(UydP~FfKsbokLjMiP?UaFRaN~& zrlY$%Z)TAxL@7rg-=Q2~)1lu!sK^CmXMb%Z35$4mMAfoGPS6G(19*h2|E(&eyuM33 z9*W4qArtQ3)7(OsPV|u57MZ%X|LlM#-ydqfP+u~d3_~f9)^@_?Cbo}%RyJsU?ng_r z)Bc2IZc|IJ-Z)Yci5@o@$zuW_X<@$Y6Y97}xkmT&*_QE%FWK4QXxBK4TjWv;^HmMfDH2U;mB9B+xT6=N+C} z!f}BZ5zETTzDUCBHSq%R31lsi@YsI=X%fhG>!8alha;~#ueGZS;XI({{r?;apL~7q zgnP8HQ8<)YAXVjdInYC9TcgFi@YAJxFMrSZfet&)JKCqCWk{Saqm$uu^ ztr`!H&O~V}cz!2m$o3>vbyyXpafH0C)^^V8$LcnV`EZ_4=94^|m|$61a0OLOmMTF9pxcmU zF>$OPr2jfPG7_mbkReWD`T8tYR+hCJ?*TuQ1&N#0mmTUz$;TkL(gm0jIoG~^okqbR<_2vgkCj>n2y$R}hXz;l}|1N;7T$oYrCdyxm{(!Etpp|h zcCdegOb#NH;Ns>^8CV(J8Mlh>?rFsxHDz>+1^U8M3hRg|hxbQg?!0 z!6lu(vbkwFV)}OX7^GExAt6i9vVTv{)TOJ9P>@fPpW7mP5kSyaY(A0*BMhcjR>qdE zYYPfaNe%$30C!eo|I?KN7m!+Ondi?SiVHxOQO71B3IcI!1(Wit>z5-wY(#r-ce@Am z#=-cwT5jL;#zGLhNDx6!55Kia2Ts<>$%(_S1y?B)7Jhl<+}wuD-eT9vWEvWZRc%66 zR+iW!lmQSBEhQz@m)V2>4;=mT()Jl`Fj?)QO*20q-wLRd0dM;b-9E8f(!|7slfxt* z4L_?N{u7n$u8}G0T?63~{or9yRn-Te*wOEYSw9c%zFykHDmhrJZE3ukVb%ZB-MzRF zt@UGIsn}eF_8m!KcEDkt%)|&JRtrt6E(5u^zHpYQI(5hyff&v!)2JZd)Z&Em&rKP3QNq>30 zR^ds&cBB=5HR)X{D*pQ|J0^CbDu?>?ma*pZ7_YDo*mrvi#>k$HwK`=C5C&G1VwNOC zhOyn^7Ckg@>7cJUcI>UVeMilSeS)9wHU>uHMGvD#qL!AEi<8b9x>q>c;)cfJzqRD{ z{`~2{k_4!6$JUXSj|GR;^_ly#ZaR_$w-m*v$)27QSYnFeA!!q(NhG;Z{LP|tZ%d8# z10MoLPx9yyu>nH(!?N)Mp~y{m@2Zd&rr#>iKV5ADaNU!CU;ZrYipfxc;t!ebngr2; zEo7cx9!VblP$W&$`0rl=0PP`tX|26!;ztavcg=3scwEBYL1#+9Kt~57U}Q@f+k>Fa zZ##S?&7a?vnhoiEltM#8BVbW$fXp3pdiq9--{8-kfDTyGiam36p5&ue|HCqgmR>&BP&)=jc1!s0ProsHs7 z?t^qK)qB{o-Le4Y_F5jhJ(F5 z5c~@jLFJ6+rH~{IbQ1sy^NWjNiHSl&x)cyXHk!S@y}e&I(uxMF>&6WfPy^Q0*Qc}{ zoN~r>E!*?-53v8~>Z0JM0{52Q?j8n^yA7?aans4<@Q1gL_RPc15J2&E!-3;;-F3KD zkZ9;1OzbAT@ejS(gxPqeYT)gGJ$@3 zLB|?sc*pe+s5SmG;MPOQBy8rbo!mZ zhWXc5J=lg}SX=AbG0tmOWmnAn=*{V}f`%^mMOuyqcJUaG;+*x3jeUhvk|7xZ+JPc) z;Q=`f0Q>WIf4|yOChj&B#q-5|38)p!3&qV^-vIID@yQA9L)?!tVb-?x2GDE9pKS8- z{d{hK&MWKUj61vdGO1YFWwPH-*}q+4BOsTc#=3X9w}u}mm<4!4Bh_jC@Laa1C|r`K zIEZNJAV}(MHd=;oN?k`sk=-2n5%eA$&h22ud41;yy5(6#AzuvPHg>2YZcc-XQBms*X9Ul*fGe-(t zbtEGk#%zGrEcLIAO{M(`vYA8yixl+%QjOypgfzhZ0eQ$YC}T+YoW4ROs8^_(XIc)J zL-D)uD0nU!n@W?AIL$#6lx06t0m6NN%sqlugMV+m`{Z+rGQ91nI%8I;6|LEd@5@S) zm9;IA@8S1dWm^mXt=2JLZI&%1K2~6O+*TjWCr;LW{`bRdd(oSA3uTQrrMr`jQ@wjp zwMj~ggbYsSC9e)E1^j-U;8O2}cJxRcL9B355xZC#Zn}bmf*$4A+tQuaFRrnE{8)B+ ztovK-gpSG^#(IJaHXyo`lPNXL#@@C;C@n>1{P#~ghlSP=gYvLiU6zDsaEhL(BV=A9zW4Z(mSU;pr!i zSv-ef$r8X7Lr3kKg%IK?UZ8eI#+Jb>6B%dcp~f+!u!5t0w+;p83+8k9JO^|T&=1Cw zBB%|Zm~MijA2dB9#nJ$X>FMkH1qJ0k)hZ|Fcm_`fZL>vZ_5GuKX^a!LyPY$5~s24c8L-?%v5^9M&sC57qt5 zJ0*Xu2P+ib2q>upL{@#e34;JY_D6W#9(goRSuw*fD=kKo=XT8GuU4mES{^xg8ddI z&alHRsW+GviuDU87#ka~#jl~E^13d6Fc_&+^Z5u1LGfk^ z<-5;FP@<;H@z&EAX+Y$Y3+$+$$n~g9HL<(f5(=nS1pYa{p_iJJmXmS5i?d{U7%Wa6ht-!B7K}hGqyfa4dX#M~!u|krSXZoPA!4?~CIw?pKR%lIV9>AK2Ku zZ@D0=-=nl*8Ql0g9TtHMyPKS>5f*tV;iaPOiWS!-=8L@nUe1OgQEve`IW-~NTPe@0 z7L>MJwbbZ63>Ta#D#Ad^1Jw=J*PAmu7u~I`ts|-#Fl|gR!uk#F_5HXH>bZ-M==g4X z(Cc|zZu>PCP!W44L}+^~;M>|V9AQI*uHMiOC3}FyhIih#Y8okQ+VE3Lxe&EbB4t6hNK34;B22x9z zn;kxJyB|wXw_A)Hy6LsCKl_;H?VtP3(L;zN>)dZd|FC zWc`#bD9N1yGSa(JbQ|l(=I;!dnVXI_MG3XF!}|M~nWmI& z!#*2Cm}Eo^fXMOxRYt=uRU(?r&jWydWiWeSK?PnL2sTo~eB!hq%U(P7SFs5jMM)BE&={m>SOMf|qd(7_-Iil;d)5Jbw-oHn?yXWU&#_%^qM82}@g(>~7 zDbJnHyft+>&LnMqpBbUfHY@Ko9*)?`27}fGWRCP z9%0~<9$2wIKV3USy_1ZFsw~R_^&W^NB)n039bgcP!4hy=iiZBK)mm~!Mg&4aAET$_ zq~yf2Ujy21C%VSK^ki;R=;*28Za8Am9;w=Z2}#Qba9???RYzYw$?p`+9N3xh?Jy%5 z?>7pEfX?Rn`s;FXJ*X#v?d|&@I=e?g5-6Ge<7fdWI_8WF3fFy)#;FthfLec^`K!TuhQDydU_;HT;ghf2Xu}D(CnHkF7ws zpqg26g|JUwT-Jt_KK(KE=}F4|LA@r8NUk!w_4Et)#3ln7SiEzy%R@!9va+&pPjGSZ zkcYQ@y&j(ETlWGFG(9LXmGw7zE1@Mv`?fLXJm z0Lc4}0cwfa?a)T7Uo4;FzW3JzN!&MoZ=jJE_p z^S6(+accCXqum?%_f)QS$1-kCuH|Hnaw=@Z=OTR#v$R{E1&Ag+9rTInM zvv;Lw11k(1FJW*qht*`fZlf=|ZPP1~N9J-tnFA|j#=ZQA=x(p)t+gd3|FPhi1-@0) z4iCf7RM1NUHf!7W87e)A5TZb>r_amrDg(QX2K19YHPYJeV%FnHz_Bm)TIVh?=jG@; zJIBOwQzI8_(5pPed!Cu-;tzZa!xYZ#+tZ-y0o5BBej^<;IOpEYdNYu667BlUYN{py zsMwqu(k(E3KzU93{CO03##P3WweMaAAj@vY8m&&nuqW-~CL^!yC&Yh0{q=6e`xP(c z98uWQnD+RU3%nVfAiisZ^ZglLuBnj0rLyWJ(uw>ep(wCj9zLfKtN%y%j|9o!o-az>;8M^U|O&2E94s+h3pN z8-%eVqx6`V#BGD>($wV68?A(Xsh!a5aM}~rv>x@~?Z963>U{vMV^&e4?-R7>e-r^Sf(&cl6Z~&;- zy)y!fRdWHj&?{2Qsg@YVUn`J^X3kJz;H9Lbf;ywATh`%Ua0#qno9Q|aMgl|VIux=M!OoYg$UywP^n8fzV(jTcxSU{pU;R#x{y0Q( zx~i7z-J0^eLg|S11pHkjuj9~k(5#^`4wvX2rHd%S*9xO>K`Da_e1HZ|sb*_=`45z- zF;Fxv0AvGan<02r;A?1YY9i9^eV2>KsWlT0NY_QglyF&#K|U-TZMgW1w};A{b|?j| zOq!x;BSJYQ;OETuH{uOy~BRSA$V~%F{b*%~an8_RGB= zS%K-*nGpsG*L1Rq8!mK_l-D{iZndMUdAt><6FFp=&)aen1${P^6ATI{Vn4a%^Ye-o zgYam%qo>gT{c%m-1?%_|xOwiO!2l|+UK6Bw4*lj743F)pQRgx$#{Od(8s%65urGS^ zfBNym&f5JDFWXFQ=vHigWIzBr#A)H*ShmiVZvgsn%pjO5NUUpQtwxMyuHvA*aLj^H z>({sID5%q0WOeQMPn<1V0@v6`V?k$Dd%lZ-?o(A?qXLFxz2j|Ne4@_~xPQ~T{uNX# z+4)1y1HL3XZuv6>ier+sv_~dA1+E>W6#{lkH41Y}d3`3wyE!bOLg8yA=?dA)!zJcE zbKkXVJpze&gF!*LeLN=z?oc#fy@=e$p`#x=p2PWLz}7b|^B*=TFC=swJ_8%#KnFWR z{~5ZE7q|`CttRy2A-jo20+D69l^9`x z($F5qszq>bTq3Ng)!9$lIXh5GbN|mmH0e*GK=j3`l{!bm@OsXht@nw0$;NM@vpZsu zyc(Gax%=o*P;@k*Wct0FAxZcOfVSyEe+t>3t`SkOeZ}h`?Gg>jlqg4us@3uIbUc5? znqHotUr3ZYg|byAF3QXE@m$IiRM&p_{+$}6?Vz28p4e{v*yi+bLu$6%j)dFxX1Q>E zqkfCVBw9doJ6S7d%9Cd*KX@HO$eH6ODX=O3|K46WjJi8f#^USbfG5k9MfwUwN($D! zyJ2kxkaesQ3u>ZP=o|9N2{XYV2b|^Zuz_sxOt{PG)Vb=5YhZGd`T--ci2?^ds0qo3Ik_#|MSVB@Z<7aW;^fWn$_}4V@ zGi8&ES`Qx~6bd-feyZ-Ug8Wag<;vV`1&C`*R4Og4L@1-eqY{HdN;y9YeWaVW1uGl; z7_oQxG#ngwXlOE#tqy?E(i6V1vF^Qlk3=Iy=nJ(3ps9L*Edm*zz5@ORxS-*ndz}Mq zT({WTs(*O+eWRk7pX(NU6aQ?ik9qlBAl*~cNA&pg6wWY~tEtvj;_4a_O+W0kwommY z=v?a%)R2Yd&FQH6 z$jP(M6+gH+tY3jS<9jj-=Uu!9A4*FdBbPYR`d*2N(cJR!f!cF=YfELrJ5{Rs(gAi9 zi1h(Xf(Hgd;hp{cGPeo(2+4_m6R+fY$oZ*I1huuH9U9W-^BE-6Qg9 zw#Z0MzD7nywo~UX)yM>oZa7vHR+ms2H>f8;-Pr}}2Zq6B|B?oXQw<#1U`WHqr@7tW z89ZdR07oDq=7u1WLcrHM=p*x+v{yzUOF#~e4M&<@xC1sF{UP+nQQ_-0PG zB=zRrKcm%^{_Mcon)K$!l8Y>TyMm2xMx&RK&vqQtOM++1<)Zp)J+Fw0+`vN?0}>oa zXGVT1WPR&&B>pQiA6HPkZB#@{pif#ubnDFXEU25`HSDdHtd zj^KcRoQN7tn()3n_e#_;!Wc}@59D%OfJOu;AXGttUqyCMIppp${Hevmtag)Ukbsx+ z8D`G*Xy3WUNWd-?#h8vng@G&_LOU<^s}GcwJ$C6GC!EoUpSx-6YQ{W_;p4F20ypMt zH}BSb)Z2=JnX|2I!?K-@HSL`pbcjA)8B3$>N=rrN;elODfaXo}a3)ao`mi0`3XT=5 z4tz=7zK)J!cgFFCBzd0rz#Qf6>0UH22XT6Dkx9F_xcHoO8L`8Y{to%Dn8b&7FHR5B zRq`h-{uZC?9{sT>-0m&#MG{b%dsLJ&j3=v9Rz|b$gCN^zd;08w_4u`#vniL;$-mLs zrB-O<;6K6M7`Hp#4n<%4S8U3Dae9=Nm38|ARG9+{MC)u|mTzk$EOHq~vdai!_273Jg#FLDTskvP!*~m>IpS0NYz5=`(rJUhn zlgU67G;E0I>IrfWt`#`I1C8|6ql2{}{k7r#{B)q`2g>BB-fvC5ajTC?>e0SBRe^G} z6Xuo}9dFOruMWn5$Uub+=VGSO*L1YtdH?}as%r=-U+>v<9>>j>;0+ut^}Mn&yLx6e zm~6Mi{PW^`FHD|5D?d6S;xR%ykn(RXrqsBb_N6}V2_Y7TrYn2H^W26PYK+u(mA@e_ z**BvrwjUt9fW4e3%TWk&DTgU2MT<;og?ff<`dB0!Up%XKP$9*Y7 zcFt?L+0epD)nMMHXnLmuC@+WQ#5Z8y$|mNWA(syt5ms=rlu-Bh+%1g+KK`lWrUr6F zzI=I8CYD3@{CEfA-%ex0mjJdl+@3~elKUdM8&HgcRt5&$LM+GT*ZK0hwI7Gf(m|2? z!{c(0BWA~9;!mQIw#}j&A0#)8GRvkt)nAlGhS&pG1CR$KsKJKdPVz`(0r4M1bHM&> z?T89ru-0*?{5He?a@_b`aTT?5VvN4d#9E)*s?+txom?l*9-Z!ePH5;*K&)H2NYD0+ z2n*m)eXxtb$GlhjL7Jr79Z$VyF52-k@B59Ew?;IYHLBvi&yogai}39ykMY}#2bQB$ z>Mq^SfDcg2RgS#h8d7wWlh5t2Pe+FijG|MupbCluH~&077xSd{j$RkPOy+YVtr#~# z9GsP42vj>G7rss5!O3=`+G~4nuW`nDddJD~56MieBH!Obix`&I;Bc-qT^dXgK?7S6 zu#Ze9ajkPR*_nwj3Ec-oURSFD?VuWuIQ2rk`vC7{X7D4czbA_M@`p}vIY|LT75PM^ zCVM08$h*4Fq&?X7s7#YCI`Fp=-mSRY+r9(xyQPsi%IvxgQx9U}JD26tZewB^z+@(n zs)bVdhD^VYmbK`K14BjJ(~oNG#$P>VZls9?>z$YF*slVl$g#Tsg+ifqpKzk52MItq zbp8#!DQy#uQ`N|fP^h+R3^YqSxa0C?_ddq;U54snfxujlf@wV zn=+p8e(aAQyPNBdur@hi!rc;V>8H@Kw6Xj; z7ffQEv6^EM_#7e{An+LCj~Qy0OI-OGXq8(`IKpCM)orE0F)y8Ti4FFoRLENxEF1NB z^xn12Zn6+wU}J+SWH!KkjQH_>FklcerP?mMB;vFT9N$>~;@nC3S@iy_)Yp5;#>0KrKL4b#)!`E>bP4E7qqDhzENYE zka5WfgU(@4@?!=De*k?cKHW{7m6VZz!2Uu&Gc*oemLaZp3I1!fcrI1<=`Q{xbQ=iJ ziHysJ^9L56=Exx+J4mD_@U%#b0E|S}{BbYg?rcki^~?>@xS*%iq;3pK2QJS&xG>CT zsTj2#u9v#f59O#BUsO2kyDw8PDE)W|QV*%kJr_RG#jdkYrUL?vE88OGo85nYTHF}x z4$prv=OX$zBr-D1cz)jLHyWSUOs{%i_FL7x1C_zk=2u5+DRk(NXH5v4`U1$&XO0W` zmtS+u*~-&CL350M=!qBTkGkJX)pY-&(?p@i`eh~+9oK__81{YtFBwK3BQG-L(oWqV zjy9^PY4$7?H4R&kYCfAmc8&CswHzmih`{j+#{*1o8zZW|d!CK_PvKF`#@4b(-DW_o z)(YuaN`tB}yv@Gx$n*02Bn-Dm5Qa%HaMHV_flSal802=KrC0Er0+s@ib%GO{nd$BC zs>OS|@HXLB!N|n6i-kaw4Ny|SjZ|j3^ahNWH&DC_)IB#(G+)1dVP>`}BbO`}vwII> z{S7Z`T#qb`q?0_xHXyevzxI#^M1Bj}`BxZeeb%hXjv!Dghe6C876Vnz7%)H3t#IFo z5itr=i3`;GU_88uhBkNLA_c-O6ApEb*xAcM*bWU^icKg-Q`-GSV424r{Gk*8tZ;vZ z%$mZZmn7J{a8+bL1jscgrebd;F($t~vV7cjxV&t#dD@{pT5ZlLkd*(u`WyH%;A+TK ze|G(gU+|*$kzg|P24D_A<_kN<*mXcy0>}mtK`Rt_5fOh$xpc0HJ|~8Z&rvIvL}3vT zkm5J@tow@fy-ssE2pa|6??AboN))riOdG5I?c3Y5R8--)Z)8qz^+O16|&SrNrY3r%x4r0_RdieKeOmFFBQ;)~KV zmm#Ci*7B=mp_2G^J{$13(6!(Q1tyJv^zy$9#56H1we2=xbo8Id&jmfuxSEAD<|AJF z7dbqSt4ALC+d8|%9HA`A#0{w0=$9Y zc(6_*Xy=%n5eQo9!bY0F-Q3j{o{2 z?SXr8A#VWiHJD?-%=yOWE`Ds6(Hx}o7=s$`Czy7j)Y2F^1jGf*CD9QETaYkGK|yg( zmBND-MD;W@ba%t$E>>tTnDfzm`3bL*V>_L<*l%12rr1R@gNS9IK&VmS$YuEFN&Let zi&XV4W)m6IUbDJPufMVR&$lv#`fK~ls^g_Ncef)>N&Fsu_B@o2KO5OT7|!KfPc#M| z6h=s;KviO3$iqE1U^_ogA4pNJh;f_zGE5R4Fpt&vg8(TaTU$Vo|`-Tin=7ajOT1a<=ER-Gu~uJD&Q*?Y_Q zpCASUTpgV6m^XIY=We1#C7hjpelD931?+yPRjEgZ55`J*)CSN`0M72gFgiBd`9C>P zxNnpqL1@hebFgr0zKb^_wT+-TokfIAtmng|(l;~<)Cn|@{!B8N0BTg!l zlBV$QFLRfd!}^!pLUWC#?(ys|v!P1WPlde+jxvQFalOcw97Iefw@yYkup#QC1vJo- zQE~}9K?F>((2yN3H-?z>f2Ri_&G*c!^LWm8!-4oo?num()B%`yvp~!!-F9_xfdWK- zIx{*RIU8kIv7M0b1V@E*Nxf`+oI7_i;NpVB=tsVde#&nv_`fH~(Q?xI zR=Q4Vu9jrb^_EK+!~V1SYnRn$;so}_<$q__0ZWnv`3MqXL?A_%z;p4t{f>ADN%MlO zeCA=#J7DJF`^@E7j+e@5Yk6)wg8@BVe?sL74A+!Fcd;_EMS&-(3v3R6wQO5+&Wvw= zpZ60!W{!@#x-7_5)VmCpVh+X=1?vcU(yGV>*3!~}3%AQW9VAHC8L)-AEMofNkWo6T z+QtNPn|9)8S%nYNd@(--_NUfiBv(FVzP!DD0?l+>c`=iHGy2 zk_Y*=X~GK)@C55Z8^yO>_#w}3uHf z-BgPU-~ z(+2d%&jqZi5C3A3J%usi%@EQCo;S`DR@U|IKTTD}EZw83Yz)oG$8N_Ome}+2wk=ah z>JDpR5AJ)f&C^?#@7%x=Vbm!Kud#nP<$3n#dak;jU1gsM_P}o$_8TY{9g37cH8Y>X zbB}7FhI`JD;?BPR?#oqsOtQ;AGUJ|*dJALGH{~S(%b0{<-7$Z$0G*B zLbE#&%=nPLi%giz(ykSN$5lP+0eSJnNa6wsws?#o;7IU{1E9=^yT=Qe#Q?g#t@$ba z(2Z{Mi*=5|Yya8^ZOa>bwwD%c(Rm+|2UaC(K&eIqwucuNs0UI}fO4U1FGQ~a-Nbn( z^8P~zZmh+meDCY+ytlLm?%cHUGLax<5$7)1vjE!z^@PpYluNg|8tsVf+6b{XmmUG) zCfYQl3?mWqOqSj%+C^2ZR#4SC4(3WhD+CKoZ}R*E>S*^`)4>n_Hm5hTt={CiU_t88 zQGkBgsdf;F^BIf?aDP&87V-Z|7KASPxuQu4G6s;nL$)0>i?o}ZutEPw!(uq3I>;z|M-^6;3d6LMr_0m!?l^yO_6bjIb$Cf^9|NoQWafDyFd zjZ7Xg;Yv#EhKt$h>VlsuL3SNmTmoOzx3PYGZ0|N!uJ^DBSAO6- zJrKv5xz%i7Jpf2joUH(0Tj@}GJModeUs?<^?8@AgCstB;L%(}soy{<{T++m8>NRFT z!%O9TO-WSAz3kdmz?t7+_CA+uaPg42D(=0&F@vTVYxpEcyY;N(Wzg!-2~4y4&U%O9 z)3N5O8=4vji3=TP+n+ylCvlB45Mn^_vbE_hE~%`w^=*Ju;SxxIs1V4nxQ!74JIrgl z!20~WbNK)j6P2GQVN)+mq1@~SpaKTAd$uu8b%oo``vqY(H>6R||G2XcaYWO<+V+sy zDj>*O{=xcM313NR=fn+8R1IcY%Ti*Pp#{`A*b~Tkc>^#W#>C6V*4Bo7~+)G}U}U4RdDVnBH=E3T#vy8b5si zo+MnuOV~6qXOkMxS+)-6PDL?^=hXoRrB-2ZM~?plFEkXl_GAJwT#+}Ft$DVDyTQ#} zzCKnBVx+%%97G+RTUzwbqu{$EqCbd)lnj2Oqy&N6BC_w_XaC0dYC}<^NPG%dR=$e` zQIOY=`j^(V`s9;x#*(BYG6Y-d#|VG$)SA4~aYL_reXN$jIqL@ld{3SJ0G3}iji`$~ z+S@r|RFItUnV&82`o&q1OBWGx3jQ+ekPL?5Z`jcF07$d6S?L;K0Y^EsD4=+oC_Y?! zUkUK$lSW@b$%OCJr0)BDvjIiRCT1f)nwQK4mS!kKo<8u%%PTP5qk-w$09T00H6+KfZPlRiSIe7W0kg;N9sycPk1GU!Cz2fwcce(|3ns-M@d!-g}3V zy+=fL_TGfb3fY@%S=l37Hf4qs*<_OnA)Anp>=9Yd`MJNp=RS`9$Q{?^bG^rTzRuS; zcFBBz57 z1H;37fBpM`1pF1`<;=zGP#MVrGYwD_VZ=WJk@SH2tg(8lxTpxSjq$*Nz7Tp^*eS}| z5seD;5ueVfGZ+@W?0jjCRu0Nla)RD)AJ7Fx|1O@s6$0o1K@6gb4TRh*DzbNCOs}5?i4WH z#U-83@iE;)!^#XRDOpo+;KZ!tJe9g(_hi^jLL%D0x#}#yW z4Fst%0>%9h=Qu7{tPMiFz=;(t4Go^Zu?uB7#db4q?!r3lb8cAi6mu2JC8wC?sGD}3 ziUlPL!UIo9k%Mek!bmh25}BGxft^I-Lrn<=B8J4ZW-=3)fwBq;?xzPX9Es8Msr!Wh zPXQ9T5>q6EvcO^mu^|WN%8TpAECI70u4-4aT_B2k5(j&i?`iH*A|cqM?|}D!G-whd zgAX1zKjejeVGs(Ja>FWGnk<_0mDOO#JRE>9W8-bAy@G<9tm>H`p>)K-B`g{a3*0^U zi?pk7+?zK~b)tN<#3_VA=lo#eis^$czRn9BkY7cBMWo-vT zHLYU(sMlpuvia#+T5xMu=4dfU;++Q1ckUl_Tsd_+at5`>{PFhQn(Lk6`)O1AfaC%TdsjCe@IQhrfOXJMIG>cl$Zw;yNEscx{HE#U!>0BAsnB{I-{ zJ>|sYA!Ho!*_d`zG*}Ao6MN8p`WzgZM$2@VK&UI{>gv|y2|}zzR`nk*EV@C1fsvdN zX~|CwNwGIFAwv>SZ(f>vQXnjclovUqodIXgsKnScPkYXMUXuYlzE*Af!w#S|Kw`rP z=*Jis1jBn{^_11$oL3HWFf!)BQMj9!VFvA_JWQt{1&I4mb1K}apL&a6>ET+#%okV| zWH1S-np*|mYa2MBfUof|lqLK`PuzE(8Qksv>r5WC954P^TaTOt?>Lq43#aWid*L`~=R;yU6yQD69#4S7xC~6^UMs;` zIIHrgrxU@cFU_oQ`<8-1S-P#&`bRVrD~53}x%UD0Ian1x*H#g)&2SdZIRa^prnVD0b_SaONNk)5Z2>^xf`TCh0jhXKAQs9l9!;HZQo9k_6TT+!5Y zcXCnL3lYt`a1I+SP^lXjWJ#Vq0!2ee|4Q%X(RsB1_$YFMMM6h8Rf}R+$oe{U-ORq( zZ_Kcefq?;CmSH(LIkmL39S{NF{o+GRe{4nyLe>c|Ny#etS6_2T9Q{m@4%WF(&dtbZ z-Tu+u%cQHDiTCXMG(bu>{S~-7WWnxwc>EA-cr@Ps`eIyfPXRQ&ZgU}GN=nmzmiLN@ zX-JGq;##L2yDV`yR7C$_op>x>5RJ4N-v+0zM-M5rB0i;YK`_g$-;*`>-8G?AIyt+_ z8Q)p#kT%Ip7g_W{f?)Ce&_F6<4abtiq4r|(5wz`qrkSm7l;)Q}NHD11kQwwKk}nQ~ zLA8Y50uf>gifF~tCVGjf77-4P*d`EsV&mf4z^IL7a1lWw;5dW0%1>tbLCt?`FU;D# zDF_hdk4aOq0oQ#~2|fZC{m;QUfv?7(sH>Z+J80B)Ps_?mKTG!n zP>`PjhnAYx8(_Wzal}DAZ@E9^aUW1)_`J&mcF!Bva0u#C>r%?f)&>@$tz_!NgqpNDUnoUFvy4;TI#VC94)XwlgL}%-v-t=ixV#(bz0zWD|2-jcm1!# z4h*xk&CT7!o2}{sU0wNYq&+r{D{Z5qqPTqtIAXdW_YMj>@ZHaVH3*o{1~m2%xzhoz zg%Rlfmu@0J<6jb7zw;Kln$7m7 zyJPGJP}a_W8~cdE_~|Jyq+!X{>gdp&PiC77X^&Yls#o?lJ4>#qW6ItLNE%4zDSuRX zN8Ee6XYD{>XC)C#2k~C$Q1->CSbhHkwpN&=)T9O_dTqm7CHBk12Vo9ExD3Nz+9vH9 zX5H3)y$IZMp=r=tzz(Gc0GoxBcnXAAjPbPYev3iv(ofU>8FHPbSz=@3 zf;pOwk-7EI^li~@*+IU6C*VAduui~E4Z8WrL8~Hgz=UX72rRIjYpfOGhIUURt;n=| z^X17HR4Y)MSF%n7RUxb{*aYqnTkzml4#2iSptB6>^@5_G7Yd%>AvzBL7mxujG9oBX zTmip%_P3<8lrhyg*ApNS;ru)R7`H0fU|evoW-_CR{icIpNU}#x6 z9ysA4tpXSzugF6CS6JW^EGYP>tMafCP^OhmQr#T+;o)H=0|Rir8Gz$&V6+(h1WUVE z@kn>j9bWIt7rD|&lEYXZ=*bbPf?*{Xs)vr1m)F_NKL-+}$K<0&Y9GMR{@1{ZZcumY z0FD&fuP0+`%MRXlfE@s{U1(g_UC+qC;M*7y zNY(PVKaq@@SQ*L|*x#JK0g3%`;9yCqrd;07{ce`y-82x2+Z>;ybje;6&3BO>e@GkZZ3kp&s@s_hSaiC2z3-%7BEZLYBV~|X@=FA95h^4e0p^(m?h3#oG&q(u(D8vw))#!P zAgDCy84ly6KKPQKKyzc%<|hmbmFuZV%ndM48SF^@pnWHzrrBPc#|^|}!B}OS zK7kKKJ)(~3sm3n&dg)2;*SNd?G`da6XBsf}bu;Tpp2d8JbOF%6-}Y;S8ph@qB^keG zt))`x08a@hp{a5Rv9gSft*mX{ZFdvlxHU(O+2f4csvP+Z+@aoOF;tZF%#>BbHrSkC z0?@k*L zpacx`Vs#xHXD;7f;UL-y(C;E;1JERv+?!6A&Mbh^zFo0d=dzdwhtau3e>poYfCwO^ zKpd06K{Y5N)*K-CUip+xb9N88{fq+@ld1?&I&VliR8~GY&1`U-Ry8!Fd^-0+-#uZ; z!or#X{6)z~NP?yxkJzR<DmXbUH{P@qn)5QNOJ@UvQy7(vZhDPFfir$gLb7C?FlZIi`12_f;7*@c`g-Ka z$jBc3%EZNU;x=tXXk`zDeF=L9_qlpIB*2OJoxtg;^0tGM1E8<}BPV~l;{Ues35;K# z+*x^Y$866B4fUMw!M`heR8&+rvqpv6(tnRvYvj(<4@ul#TC$$Kc>Q`lcGh`-Wj57$ zh-ElUQSVoiSg=&??k+!E@J77bW1B}{n#2i~Imj*Ly#!6>T@Ti+*#<;=vLC_+Xn`g8 zu&jY^D^ho@^41tsQr>>@^%XpQQf|hc{LqSub11goJcN6+(y$gL)D8=VrDLNYGY6-+ zdkxO>@By}~PcqA6Aeu4MIp+$SCwd+C!UP9Bo{3f^?C9$59{MI7*x4CX@h-18)IM%e z)qi-?+u#}jdPE;7Ic==4bZ*>j>2HT$?>Jt$-H4pS67~DZ`0ED8t&d(IK3f7oQzsN4 zYY=&Ty9ks~tDn*i8^THcxLUZ)O#kxM(W?wo6CkR`1|%Jj1F!y9|h0er6l`O7={G}zT(lTwpQM)g;LW=|2M?4*n18t zuq;6evhH50K{{GYo_EKn6wK+FI)D;#lP^8uT@7fw&LPXY_; z=pe_h-&pLpGMMxSAQg$@gCxA>!o;gFg(}73LO^7}--Z-|8$c2dGh*m%lEJ77_)X0 zCmRsXfPujE{Na8;vIpVrr#T*AT4il>35WC?7({RzH>aXu9Us8Fc9ozel#89c0Ge4L z$MGa^Wq1iYDTk2l#&C8&gp*hu=iCKgf1VPFZ5x(0iyc}8u$uClC{i+fTG`_Vk3Psz ziuz*1^?q)6I1yMskpC0z&P9d8*i!}g&08?@fext`Fv7dQJ`{Gj&cL7vg+F2y0PJ4Q zhOjCaHX^c}rOP06nlBHxuP2~})5HZdpG(iV@V}ed=(UMwsa3V+Pi>31K~1OOYEE8n ze?2;ypu}9~=J&XOcNN07#LKvzXpbs(e7=H=wLLIoSlspSgTeQx^%FNGWl`ENl32rj z0SDg5KvPt~+ioonp#+AY%aKAknDt>c%pz$urDNYJpJ;{h5`IIxYQQNMkSqOo%-jn1 z{6Qi!O$N2Ec}%y&>c1pE$d_xIgLZDW*#q({!~nflp%(#YohVQ9s_?z=s`mU;3w8lO(|8Qis;oNj5$ zKL4_w(A@SL*SOBHyHOf@x@mS5Giv*zsdiYe!&K6@yYdGdR6cI|R+mTr96UGXXcGJJ zaP?~p!{|7(Y?L%u&C%U)o*Mu&8lzfE4ES#{z-b=3Tj2l5!oRhfsF<)WEd!*U8(L$a z>kw}r7mV8NnOZ!0^z25{gO1)CyM8dt?JXRAbSYI#G}R_fU-LwI6o;qGlJMup#7fb{ zH&}Vkl;gG(`Tus8+D=qZ1pYg0vRJDF_t49o)eLGXhLAoz2_sIK%GV`^TFrw4Sda75itMJmRI|?Y}S2jp|&a z&xB|LoJ9!eZ4&5t@?v(rl^-Gt>$=9a?0x<;F1Dn+pb!ve45gc2w%H23OeUQ~f!VK+ zy?#)+m4Shd0Y(1s{ohYBh76Krp0>=h;CKQ#-pA*}i=`5j5}%+0L-cz~t|+~$RlzTB zUzVbSnc+Pha&iTZqqD8w3F65{d(%%?4#+uTWIa9c3k%a{d3j@sMqnGXpD*L_g5PR( zcC2CXYu$$|p{Qss_7Wh0P@4620%WP!T{d*iv55fs*ng7a8E4yV8FdGCQ@D5n)bY$c z{g2yKjn87hh2j|oo)jdqVnxNrr#**KJ6O=LG7Z2>K{!7Gq|CBb4J!04p#4X5chLSf zvgCrb0&>LwoPp>>fTvKh1v9CQxu)9)_y$}#u=iKyk7y+DZ8HT%MvxeN*7S6arut3! z``&cTSfZ(Z&y{NuUy4ckDJbaF^?Kx(B@`v)Irmx&Gu{zMZAHByT=A5VYl}bc<%=n_ zBAm@55k-khbTFr4lzV<&a;8#I@eW=)Ig-#?TbbWLLYnX3k%VS(_r0ogo~g^lEBAlF zS4mIX-)BE<&Nrt@E)L0%({T#lHrrDJ1D4wB6-xi|khc+>f zYkVxbTV8;=8b7^zIxzGF?uy@@f59^YI78as>tOK!Hz5Ub0{biUx3oI2oE6Yw$vMby*g|+ML4ZQOu zRAA;2Cq*TT?KXy7?I0niwHW*hiGXGf~eD9;g7v^&6* z$nUtxuZbQ}E4;-WGx{-WmtPhQb=R*AZh`k}&^K$c?OleTjE~J2XSU~;Wy*(k-};n` zHNWZl?VU9po0ikBi@$5y?`1 zw@L~}<5Y?})1O#tDYCMC&1ZX~NPrp^7F(J4FJQ`mA{HKFDA|CXfhK9Zebh%j8LdLa z?o6c{X&du!O3iuhtLR;;cb-=by$OHCMrJdxt~#zRTo6}z5E5jq1_cGF=SgHiabe=@ zhs${B3gTNR8oP~ooIA)6rNuX#nIMm2GpjtwidWe zm}G03bWFTQLVJEpz6>H*xrCZNbK&Ud?ma6#79)D=Udyie%j1J>b0i~}xx-lhVi)rR zIHek{S0yKQbRe@DKfiyy<^01-dzD}KBHzps+zYP@j+-NTUSL|zeQpiB?V?IH5{jh6 z{Cvv%`@Pbi2W;GRa-?EVB2hz}MKDZwwlIlqvEO`lgNQ-4hP_VkjI8Ra$ulr#;bTUV zuV~^8CA)EKAOUGz?_vzZH?2vVGRMkNAQXDZto~1iT!ZoIVyOe8^@ zmYy}a4DY+jdpOMx&91`jBxJT?J3Ue2F< z!yAvy1?{3^?zsQ9BC*@x#Aw!zu^;cWIb;)jLUoOivP(`jN<-c1?@axAh)-@iv+wo< z=LtDR0Ie)oA&~zpwz5fHan&|TiX45_zwPRNXHoG*8*%(ErSpp~@=8kk<6~FmKL=ib zw$x4^9)`1+N&)g*meXIPqzr+C6Q=1*V3~}13$6`R;A}6|_A_uj9d82UdE&mAHPC$7 zV{XAj{(KuIM!;gTh5-|TRe{FNVWt|W0Z1w_@&^Vp@(bPYu%k6gnE)^bFLh}85wQW- zT-4PGfpM)CSO~$K>jwle{Lg1x1(6rm5Vc%zuZ`6=N)l5O$K9(bHjaJ%Iny@@+VjE* z+ugrJh=AdV#|pNWh5D?Vc@hRW0d1gLlXq}U?A)R&A>%#Bmk8F(_e@UPSdl$JBWLc> z{pm_3y#w=fq#v|HR6CO>9hYWm6OH1Y z5lA%72*@8Y)GRJ8*DogpP!k9z7PUq{1C8Lw-#MG+VMJC`PZgp~2Cv&}xc=3kPF>de zVPE|9>~NzSXh;a`U=Anyeb|VQ;{6g*wratK6aK5VYXQvxvb2y2YOEw4T^HL;FFZUP zuo>BU`-$piXAtAVNez8Hd_2gc224nhzkq;uH5~nop~GO}^v|0==2U@?21A^Nmc}0O zk9T48_3@*b*Jp6mb)5H0fA$Oo1!hHx-D~=S)Ie8(*`Rq`r92>)mzS4_X%hSca28hk z`nNQHWJDVwgW=*P_rVFXoX!FlCMQt8n3M>|pzoyVWJA8X2EDALKQDYcl&CUNE$}tU zk_t{ZW~6}q_^?T(9GYsFaH)a7g2hNSYVphK)oCgo6OdT{5_STzw>*rg)T7;$i@mEW&n0LMmBVpz)!+%RnHiim|gm=*9sXxonUMK*oD1C5sySXjgFhrFlk zuWJW;km*+o@oQ2Shk5`CRX0O!L?Ij*;4zp2<8&Qh1LC|QF6z=Df6Y7{$OMHxP6fR1 zYz*@VR~f8}Iuio09YIL1|9jy#AZP~dDm&@BSf9CEq@K!Mm&@~X+O@--m6aH>Qi#$f=e!|VQcRxQ6{4l%uVdUmD<E!c(;J{7AZMn z55ek@AB^iy0;FJ22|bX44m1Dq{XiR){fBUjXdp)gAQ_-EF8wS>l*Yelfq61V>!RT%DK>fqJmT&ehXylc%`8GVHkoH5{QomhlklDBp$-qbD{y%`{`ES z+hDJ61*$c2V>~zCHXof)vz!N9+!Bx!X)*#*OrQ~SdsqQQfjC$fnCFPOEJDm^dH73= zN_LJLHVXotz+wL$N*{fLw%>Q8S-x0ndi>vO$KQnC6&M)dP#X`ddocF60P?H?XISs2 z35S8dw~MM?Mim;6#mLI>XMJG@5^y3`=>(uzyy91X(QZ=($xe*$KbQW;4n)3G`DXT2 z#9d9Dm7|ygKAj^Pk^j_IyZQE=?|D!9y!+QI- z7w?7Vo?cy?KRI;=aXoWm0{|Ea0$#tx0cA{gp1-_xjYKx;!N5YBKaG$rF#s4G?~zXj zZdrcN%FQ5u|Uk>Lt3Z610B!iW|QPb6~}3I-+Om(gV&a21Y-%NuJ<+)TK zgFH;cwUL7ji1NN*HJ&MCr`yDm0^*QQp#ES_vw|Z<1%6?qnin2+a2Cu$xC*emm!NV@ z`|bC?M-#P}#ysLe24{0v=QBV~&9NDI)eH<4eAno|Z!bhIW$84Yf9~+jH?4a9me%0Z zVw30`xb2YO&`!EOI|8T%R2dvZQtX4UW*ZIYq=Rz6KICLt*!NUTpsZuzXHt` zNBD^W)TAJ4q(4|2egb7O%o$AG0^=3s;D|w<5BP&Jv9l|Ovj1P@D5s2iaR-=DLx`#d zMzE@IabA0vI>I8HEIYWbAd_b2+VP+7uN zE66gEH#aXpKSO34EZ9)q;k}*RLfpBYF8G%I=`Ga!FLN59m#ij75Ks2n*8@?o3o+|} zTiSnubPKL>eAsTF&4rgk!zuW`MUxJv->f|JbiNy}gOhS|HRR>P(dA)f!#!-~bcyLT zh0-c@gZAT^o=%_?c|4{9P|yo(c{x`8jm6h;rFu{7%xeuST%24#B&Uf-ekYh*u)t-t zO!*!Z!f-bC!+7fxcct!YTwwAeKrksgV~_A`d!RU=zR1cps`}1VT{&UDF;&Y1;-Dm7 z7;5~tlp2Io3Ko%2FX-x5`)@RiwfT$SL=hLo!H{it^}z8&mM+g67q`u*>yJDZxjUmc zcE)6)dZlW0XHQ|EpL-6YZLFhh+a3K}%7*Vm_(6>XiW2ua%VIF=#JID+FPBb`J`r-8 z8fIo`bwLB9`7vxN2>3EfUPm4-z>&x%g#Ii?^GVh!Ag}8AQuM*W!AN&jv43!Y1QEjp zX9G>e{YTOu5`n%RPCs?X&P3Nnwj=zMp%nCgPO>`WpakogG;=8e$a>v#e;kid6)c!p z#dNK0|Dt-%&}sA1m?zMq7+ljAUF`eV#d1wFmo_xC?j%54KlR$PFTd{b=ySX~+x4SB zoq4G|JpQ8W_A(W@I%IaCw}k2%q#+~32t4W4!pMKB|J_X20Q5r)tN`CgGp3}b9)J{_ zA)t4$Xv;=b{pU^L?Fo6V{K4nl6D?o zltijLVGsTV6z^3SkLp4vH<`prd@2qKZep})7QR*P{%|$zdN;7~p%gwQfnOMAn`Wo2 zzBW0=dt*7%yzDV!-u6L0D~qdZf}BmL@MuA!2Tt&QdEn{*R5`BU_r$X2Aut!_Yda*Z zY2C*)t!Wq+RM0_UczssW?lU*BgtOmw>mMM1;k!Rv#H7eYw;2W5c;V0t065D0?Eel) zY03Y(5R{ujLaE|Aj$a;_t)}caK3_htQ13v&ar2=d$it_KnGF-TjTc{Jd1yS!$tzJo zQp17LyQXkIHBu4ppU`!`M6A~%svq~>zxp+6H`UGrWQ}B*`!WEnK^cJ@NZ_RdTbc1v z21XiCwk82DG{cyZgrpN>AnHh=3JU@}N%z6f%mO$VbP&lBvq_7Ox!v~H6qATS9cll* z<^FF`6v@6oZWrtyYb17(K$3dvq!z=;_M6~Y!7P|@Id6i=HaRO z{0?U5w}USOXy`e^*;h)NzEE)+$>`{eQcPCC#0WMcvb+IqMpkT;F8p}lN<)JMRIo2F zCINeJ#E>#a(mx%txS+}fp)}Igz(FJkaj`J1X7+)P!I=X&uA1hZ;rm%rR6-fU*%9(m zAE;MSN;P_~YOVgHtpr_sCC7MtkMa01oA1VIuqznJn|hH!#qJ{kpd85MkqQn5$sqJj z#^VD!GYAm`sCa5iGe?ukxd98MSO>;@H()-DcxgaC0sfn+K-RL-kAt_4`+pZBKpC;K zTfBjtrDI5-Evv>$=G>uhVissPAuSWhH2*VGzZtXnQk@lgr(T#suFo~SSD#>lvg>Zm zWbC~28vMfGPY@1%5$-T2N95a3hat)JmbFQlMi^>k7>Tp-gN`M7rC-+%#W0Cz69lno3ZvoHqQ1GA1u=9{unq%lSOV3-Y8ZjDxc zLap5OfGv~dJ2W-^W`3o3!&rFhW9?{gextC{2yE~9!0m*v?b6fxK+FIO3uS|fHz}z7 z6RVJA4XF{ppo3lD0TmSL zGiWm)3EL5XHZ3GKX3}Y-;2OM9^B*5WU>vWu3*UbSR7&tkuEEF{c0s{U#337^3`r>{ z6o7uQ2Oi5ur?&8IfV&~0UH|PSEP!GrOa@9c%#gGITwOhjeofuuty0~{<8Tx1I_I&M z)@m7hV0ceFU)|1vhT=__x!tgZ zCyz93zzWMS{$8%f291e4a_Ol?&E^cPS^_xI3Jo3b6j$LaiB|;Vp_>e%y8y{VcAZyc+INE?fQr_zV&y1V;Y|5Lvv8G3147J7F?x*~WOMs!cp(={(O^FQ zDtK{vk~t;!&zb7fUj=lxYYG_G9?UfunjG0p#B3cLaD4wh^L<8Y!oISxW;|B`G~4Zz>79!U659A@S_7xQ+Ux^ARS;TJUEPOwK^K0v zC;H8Ujy!sCZ`WC;1`=fr#-#M~8`pxPNhvax`vk@x@tp_vg597E8F#fx{3h`+jdx8zcp`h>87 zOIS%sNey>4MCgH+7VGyr5Wy{q1&`&yT<~I`?HsRVo!CS6vX%GB)E~lAttb=*=?^DT z1uuSAW&tS_W|v_*Rn^sh#lXbQ{i>)alwSO);8`eMRBSxN=ioc|W0i#9 z8RGI7>hrRl)roz*>YR|+KU*ZjjR2RPMp-b*5WO8`_R1p_%psp&uU>nhbomj;*kC_M z9>33n7a@Cc5d?=T@TXqBq=kOz=;#QduSTY)RpjK*a&vP*U5JD^A!*@;hUvBvOX8dF zog1cp&zc<;oyArzZe{BAJ`FJ&emZCj@P`B@8 z(*_mkizT!NmPK;v9aN@Gm843Mp<|TsyZ|qcitYw=RvB*CZ6 z6sh2Vj_)@20k9Ng=)v2(err@a)Rhp>-WylYWI=_W0Y?ZMPpNJ>lFcXmZ!{5UcJ1p; zgz~`8`YtOu?%t2EA>W(QiAES7=&Q}^4Z~DF6lkj~?OHta?+sw^t;2*t@ISR{&KW~@ zldkQmt#E_pOyAH@*VtGEtn)zX{=8U;hH=O?LGovoL#<#{X=J!Iwty-VIB?|HfqxQR zdV2aN=#e0)nhW-9+PfJUS+!Z`LJkX{$x3qv70-Si`Sjnz+ z+;A|W24_lUW>!Rl1E>kadP;){n%Q!)8m|SY`E!CVPm4k#T;jQh;BhoJHRrJ$rC?~w!A=V#-Otoc~_V55i(DgexwWliG96{os_IQ8fT|)sSNAxPc|mJ zI>qfxG#mi%nJC0MkY1S*t%Z(toZh{&h^7Abu;Pa~_cwxr& zs&2es@}bvM)lmF~hnFe-lvi?op1JhZ?ow&?i$o2ZB)LMyou{JzfL7W+QJKuF3s&~< zWX0MTpkA2WyjT2BLcbanKSs8H)+Nly+7Q_?-C#?67nq0DBwAU)8ZkxqUzuI(?Gbhg zYz}QxQ%!$=amhAGA4yZNN0RD*XJ9*SFAU|_`7%`pVC*{3JC2Qy_W+zxE^R_|i4y4l zSGRVX3D@S4jJmoI)z|hUXhvi6VKF*F6Y%ye|L94V22zqv;6$C3%Inxa0Xhfk7O*eU!As4MG@mB$QdU_;^1_B3D>gwtOtfxU7 zkpEgOLlCOly+DX7*_B-Sdxkh@AsI5zfJ3oKcC1N@mw z4JLHW%pxb}BY9ZUyOtExv+txWMRcpEXfTR##w?g(r~Do4+GJpo-9YyU1qqPQb=So&P@|i4?ythUj@qfE!sZ8M`L;cOoTcW@gH& zs$MrXWpj0$MJz|I5r zynv_B0NQOgt`MSz6vmdrKm?g)z(vkXs{$V}M6*g9jq4$?VL+})Ne31j!oWj<9w7)i z>NzA3i4G0EQwKL-1ltAMIS6cpm`x3JNBpntQs1i|4S{~H5jObMidd<7R@Ww9n{wfz zmS1+RR7d`&4~Z{ybqBtF!N3%}#=y(h?^ydbu%8fjA8-BlcGt?@$oQ1}OvXD(2u%1k zJrOaxT2#{fGDcP0;6m)z`g~@hWRJnhp7!_APA|K1_M@Zae6TXUnWF>lh$pHS7Z;i8 zB_7+27eUfohHuQF)E%D~A8~e(OV;n{StX_tVQ32yd_4A9KEf~4=K%4XdaeU=k*|&f zm~!V^dmU~o1R}|)so{#njKtU@^YdRIKL#5;%*w_p3Fb8#PCRb!)GIopUX3QBjtdFz zZFh!QCESSAEG>QaP8WS7;wq(x9nkfc+1b-APx+7y06Gr1P2kgtPG!bV#*O6()lpD5 z^zzmnSz|7&LQ9;KQ(%w!@Q&6@^Sj6l5eM<1TF{36Ph7D z_SZL`nmhF+aqsP4_xq-6^-T}!Tjny-v_A)xoBLL-t%?}_z(0)q(f7KoZ1q-bf zIIMGDZr4;+J_bG{0(>CnqANMChUTyDQ=)n8=67^%Ke5OcdXXJ`dE4FN;N)kDR=Xie z;6ke}V#D$0pA{3;uhspqDIbQp5Ajt>Ev_v8-WnZFZ8^aesGlqkXzim%j}DKHNN_Qy z^;#nr78sx(PGSbqA)%_O8j#&C#i6Ws#qu(WxpI z4ZTp5lf!z?CnQj_F8iHgr_;Wkl%8IanWwIQ(_*f1Pwsoln0-C$M;*}sQ8@6KSy*ok z38GY|8}6Rndo7D$mHGK$N@}?Gf`rsUyWB$=TsD}+*f}~PyT@_rZ3v`8K=}qNIEU({ zbpM?TjGc~-m>A(o6@yBh2&;9kA9EiFI$l|-%9AUmz4WWcKAiKU0gDJQx+vJ@od1yf{X&FZb7f z|F-Ond1B|}1k>PXI4nom|GWQ7N?4K66zr9RSs))tKz<=bZBOFO946?k!I>O9B^U}@ zThF2!L_c5^H+8KNQ?!E*eou4ZWptfjZ03cuq#CF7umSKOaq4Nr86HoH+kFnP&h z2`$1JqH2v0%$?NC{8fX->m3|l`$m@_-R8(SZzNxOZxo9RZDxxHDif0J8a6NR) zo7(SC?nLR^<=_7L)y5oMnPesZzlEYOr-1|Y+;3pVS{(nu!;X-Ja1Mv{qcxkDzwmBY zd-}uVw_D*SSL8z@IBIN`XjZ9^%$)i-WH-37rUpqIXL}L+BJ^~qf>PX+$C6DyKO6LO-U88gDmA{0yTj`;zIfTy>2 z(S$ur^gzLGA@ouvbU^vKUszu4N}u^uZLUK~@<2jdSHZ*&0`%$miNWe-Kh|~pIt(-) zImUAuyG7fpSLR8^?Uv8i@X>oOu2BpJzC>3Tl>1aZJJV=-z$o4NElicR@t&A&_2SOz!j$@&f~5PN}z=w*o5A)TS+p#_b6sBSEfqU|biZPm=s4+!gdv5j{`{#gB~KGdwax_1u9TF-jv5zd*4G~}v%fr_ z-RfIA2;9OdS4^NAges>S^m!lof-XHQnIdnOulvk^E9PBbf(Lqk)y;J^?_AdPaRp=VZueTO|AS8{8C1%xx93?s#r$U=?(4H`9mYGy{pB?lsYN^i^-?Uqw5Iv%&SN^Zqo1Im2ci;cPefYbgg7N)uheTuHz9|&V?y$}6u<4dk=IRx|rvyNGGLWPRCFaHL$pJEA7UqeE2B)^6 zVP($;(>Z}zCKBQO+x+95FB;9UtDs&bZ78}acObCo+#?7z(lzAXd(24Sh#Ny=k zSjTjt>M3J&(?IknKYvQw8`*Bd1J9GLyX<%WWsWw+N;C30PhQaoAlMq_Se>OMd<5I0(Ow4bYJtsLKApJA~w>WxN6Ab znXwmvieP|9CM6C&-!^M%_l1xVkvUg1#PSF*wW1}Y`?v*7D;&QF=^8o}85ale(pYb* z9~c&BVHDBDOqIc4OdXCTT;Ap8>_udZ9ppZhaUQs>2VtryqRIXA3dk5h2lc~z1d zH%hW0$!^Ynr$#`*Mni&t9X% z^^e9n0oxRog5_NJ!O1~>aPMO9Uvbjo4A*<%1hIqR{VSk?iv5b@0OpWDkwcvdz+j!7 z9zgU|woXn8>DCf?K~~06D^D8H!|p-#$~7^)6%E6Ihk4zLg8EdsZDaZ>C#oJV7{ zsW{VJI(~lqM@Mc2m9Zs#py$)W!3RoiuvFR_UVjeQ_dUJ+ z9$%7K4*&Z5Y;HB!+S%Ppw?4#_G|44|ktWE+As@B`fT_C~4?~~+Qh#~<`m~|(V2|7? zH91B-^9x#vFBQcE=q%CSaUN@{FBWtR3NpzV#L)}$4^ZK&v^Gmp2Jcga?uVfGVo95y zR#k;Rz|w8?59CbmpziMs*7x;G`N@i-LY0^YWqNP0_#2*w= za|v$*w=#IV4O7EClz^Gjk{gMw0VAd&23DWiw_pNY>Cf_MGax8{ z`Ww}6Lewjd6JqJsW0UQUt4o*Gnn_cCp33_*CFMc4RW{yBFBTXS-?mE5r~0xGn179R z-2Mh@F5$r_YwNFaa&m5&8WDQ4@;5&Y8aF17_rVe^McXJ!k~1b!RTaBJAJnt8hk%zr z4@G><^O}Or`lbi;O5o1522)$zScxrCYP#o4 zvMsLh z3{+1QTqUJdGWO5c18NKn`7z`ypY1WjY)u{knF1mKH8KYOJXS7)N7`}7hVkhe*_>qL(4=nnfd=fK7_QU&P$ym5SDVr+Kwt8eY-IXg#$+X@?T zv2LNB%ys(i^c=cBTi*D7l3re3W?avlg=kOLpri+kZDl^0G+9rtalxk8>q_c)yfOOi zsQ@)Iu)WteHdx4UbzoOauF0iai;0Ox$0XPsr1QYY2PFPUa!`bAZmh4H1EBF|VfOjg zq4oUN&uEfO!`?Fq4Mr!P5LT^orCO55nqDaugAg%@6Z9(uSBrNPv@Csdp zu(qifV%jUXts&`SJ4jxO{4B_}{nr;u!6R+<_i8EBNS) zozBV0 z`Mj0)yEs+&j!47omlz5zL{SAFlBnI?Hq&9Csv%r?I0625(ZalKcR2VmMOykF+w%>- zCim3nt7Ziy)l3Q;jNL1xBhf(8BX`>FQk!>YBRX`TJ{OyjY3Y|!@}o6r%Ol>k^}Wm2 zdO-+2G8-)E~Ki>+MsA5#!Iy)|wx!-i?|zh0@%1FRR)pS$wTj z^`TIN*7dmFf?up@dq$SG{X`MUFBMJATX*hIJ_GR>_}oDcL_v>4If_1xQtrCTd;50S zb?3&sVX4_KP@vk`+tZTDgH!}g%DBF(zji&=#(f~w@>tXSpOe)CyUMCw+Uxxo@A<60 z&NYo+TyRtm4&0pG_kF9r{k!Y$=iBFw|Ae+@8?S-IE2NGA4t75I?;Igyc>UIwI{is@ zxfXmGIgz_1|J!RlkdQF789PxsDuE$Pb8_gz7Q6vx1|ye8$*%Mc4d6cH0fRoiy3*KT z@4&viWfMVMXZm+v-zNLvBs!l-T3njOSx_?2-6pJ3jZmer#ao(dTe7#avlw0OJ-nN1 zRd7qO(%L9IUSGlH=&Vw7YWkj^A|^~ixfw&wTP5HesZ~(i-}v<YzDw9%IH)7> zctH8i_LM^Ht(1TQQvbxrpC8zlHE5=aWO$5iP0fZnf7-X|^#xw`?5dQBi#JMCy*QZ) ziIn_9&w1zgXOR_Qz*FVUn^{VC+%AHTigkzr`aQiX8&^)bn@b*|B!_>qd7_?9_1^8K z!SrRf*u&b599L^T71>d{kPw>H!YOLmTDE)z9u8bxeoqq@=3&L$+()gT{e@KKP&~dI z9!-7(wwywEZg5J%1tn+NV8o653y8Ln5lX%pFbr_P-uc1s0VoSbzJK@r<_?}tNPS`% z=mFpRe!MtQ>eHv-%Y@)ZR0^hbt41T|o7S0i;!8Ew8|s;VAG5ChbWIr@Sb?FRwGp+; z{rh^&!O}~d6jh|_D=S$*lD3n?L_A*#loYT}@hs3;h>Jc{V^tkZS+S(a|9tD{=g-%- zu<%KE@(~aiNWq=G^>~JplD9Q8=g*r?0R%PvG{gmEhhxz3-MXr(GQZ};7FJ3m#b_rP zyC8oB%<|pb+#Uvl=ztC&|E?df*>x*Z7n$c zopAwVZq+v**NI7VlVU#)^{lTa**>zolclLoQlgQcTsEO|YY3iA?hH=RsOzW#l>j&x z1c7_g!Pm{27xx>Z!s|H7#%Y<;!fQH++N#l80;S{Q<57G9r79{a0OVwWyAxU>?jb<8 zJ?c8O-22WMJ3UaUzREv#XRt6fw0Y`97R0^fC9hrB(P8HK-NOhtv=bA;@(KzTHRX)7 zNhm3=mLZR6X5M+3wYW!CAbHST+2lNB0Gby-YWADIZS9>)THC_p z?n#f;G~;II6}{?||HChN_pX#8ISbfR+~dzw+FJ;0ed|FKNY;<9@>(jqC`r3ER;_wR zshGiMs<>5AK}&z;$ML|{b)TPD^~^m4=u?uW6hsozaWS>`Lu`IL#CE7EUQZ^rua7JG zSZeU1j7)R*I?`?rh82=rgA5yU(f7 zWLo~;Z{-h1PHtW&m0+Xp+Sx*z&tNqvV|M(&ZSvA^bZ%V!CNZRnCpLO+KYUI_iO*3n zYAYJ>10^!g2i3t#xctQnX0?%t2^O)$|6l%DBpFsBKDKdmcY$xGyAX8dguos(HO0GX zRAQwm;NlF-E62IU7l=gv*GzYu>Noy|fdLm6ofK-y1e4^`#l)re8qVVYLTkhe(Mx^i zE+$z~;UyG~k<~I_fes$9pMc`PI+H47hR`_gOi1r6^EeNqKUw>_=Zp0(YZgMxq$I`> zle3BaD}~T?BMcC*_HAVl4$4nY{k-urJ~PC#DA4dG2S;|txiyXd2d5PxaH6{PfEn|B zR=QpQij3$PByB(+2wJ`?%e{$MJI}i`ml0bwX)p1MuLV9OYWkoYCnl*>QJE$17?V?_ zsIn#d-#zYwWGN zvWf|`5y$9RDE@waMt`#-jZ%|8pMbxP%o|k&fB%+siT`jk2%n5t5sy&pZghLh!Oi_6 zMeEM!+*~O4Q0Wot0$5|}>UM!X73}*BsMAbKN>%1W`aZ4?RZZawa&n-DV=lh84Sm_R zO6xZ>gB=^qXeIP**;99R$0lyDE2G=d!B1@Z`}~)GUYlBKpTu)D`(ZHm1S}{OJKmF| z2wS^mznUnxU6PbetEhKy?T?eD5Up@@bTs$>?tU=i zP(wmNqwx9sR3i8%cH~Q16$%HG+%fQ1=$0drly}k~xNj@mkCDcLkpuqq7az7fvovf= zHCWihuh%Qefs!7xjR8bd;PsBO=jH}B5X@R==sDc98Tky=zL~@mmFX{BbT7 z0FK?Jtuu5c7rw?M@P-QL^l#;VXitwIYk8}Hk3Mjn*5bXhAP~(Q92#$Xqj}i)VhxW< zzNXFF>L9->etGcNwTZ@h^X9DpbM4w%4Y}8>XLa?3eB|;QPaoGBeQmnb)6Dmlan43JJX9uZ(0 z0mb?&kcbqDkrPh~#NLjSTOt+3ueEMTNF_5ViA~p)L&)>zq)x3g`2cs$*k4!S5JstU z|AGHZ;>wMy6D-mf|{S9XIoPGkiW77U#=v|inu>$)L*nHkz8 z8z8mlcGQ0PiOUKL)oRM|yd~YI?FA*ot|4&E&0EiSb5cibt-w-RlrB)Y)Pk~XcB|yg zn>djLpRhz}Q>|AO83%&(5^XYS_i{)oH5HeCqT%5z?VdQXUcUP}Slwsh`N7DZ+1A;a zMUW|1sNQB*?42IrzO6M&u>U^CyLaz2A7q13o$I{U{C1*&- zRx?oH3hUqBV&zuUN|%$om? zsJD!&a{J!D4MYV5DWyT!q#)g?bV!Sow3Ku=A|+kY-6bI1l7f`9fV6;sbT>Y8pYQ)S zo)?aB&KM44?|a>A%{AwBeXjTrX9Gj}xk^cg@Am4j96&e&Ll-ukT$=ey*N2n2-#Hvk zSZIX8Nn-A&GpZadN`6+sGiK8C;}ReN0lT|ocPpcXG$kIIK1U)?#1SxD%r{(JqMn5*8b<2uKHscB3j@Jo4jQDN#eF(w=$S)V} zA~B%Qqz;mRf#GQyA-5F?*42o=Zn#)JTBK-2MtL zwwFgGaA%gQ2z973b5-cJpX(%n+D}_bv^V&u$X}p&TzFGLz0%#J5G;Z zHlIKPAXYUQyz|sFKg>ygf5IM+1h!h4G1rOu8qC^@I1Ha-xUKUh)WH6LfGA zlo);t?#XK?4jRkhQU1L|C+zWYc}%;Ck1ATze|{ojeqvy4c-OZ$eq?<1rJE*E4?Vr_ z#5YhPDR5cgrS6f`0vHT@Nvl)fY&)YNjLpf?ZTMNc@PAqWCA#(PywbroEc?5+M%<*u zYo^+tK24)`zK~~R9j-e#SnC=1mj204r!2p^Iu_aYQ?b*iEK2^kcFRpr^QVQ)=v;Mb za%uXR!CS0|{xH2m7Irtshr8Ze4M}c`)`69Y4pU4sZsG`d z$jExiHxSb{r!Z)5i&Sjg(d8A6_0iG(j5XQ0n(-dk_bKjP+$1~|pvy%OJ%ll%Z>i5? zRUEgFSij-gq45js(O?5!Z#7D@LRSYzX^W|S!X;V+i(@Ya8{3Fdp(>0?z`U*il-^WJ z%PLZy_q8>T;`=yx+|_xw-?**k3Y_P+>?ImA407)vn`@8U`IGNdV;wnorUJVXh zh4i;I9^LY}5%%E0n4>dkypT|_8P;R%KawRx3B1?a-I^)>hEj#o->j`HNVOje;zhd{ ziSta4l-`Q5l_HI1jKQfg3?Xn~&{9I2-)6v*zO|CqS~ zptyvFQo#Squ8W&Hkz)P3Q}Lv@KAgY@h3~W_P>ZTKz#J&;<@JPgYpd?!VlT1(6Bk#^ z&)Ju9s(6}+XiAH!xXs7^Zyt%PqpZiF7Zz^B{708ti`DcpUt6IO*Go&Y^&7gC(XX*W zKS{C5cP313p6GdWSY(y{5t_-v^cmIak)qFm(YaefqQXKTCh;wDM!L6kH15e1y4#)g z`TEb)LA&3L_%_vuh{B`O(!#ULq5`@!z3PnERPyBrm1{Liy2y7`np^xz`p6M^*|%H9 z<;tf02Uk1vSU$=-hC}6G;G)DeJF7EiZKL$cD}fKMbYS4EmGXXM1>3{uwPx^vinLD+dL6Ta z$U^MDo~tPQr~z-S(J9S|fiptge^;8-?F!xeXT!wPL1BFz7L`86dXy0|AA$@SNi0nl zK4?@zs;0@zWclTBZOcmV)6xads=kF-SKW;Rn4lx$C%jKP$WIresgXVbaLFmV?^2My zc|)hKPj^$8Cj}Ak;;{Ga$-~Pc#&_jsx;He zEPub%6(V$9jj|Z>mEp8e>p@E`i9O`QjE-crTEp^{5Ows0Y%6O7U$3maJ$rf_Ii<~3 z){_0;*ZgGiH{^wR}C{=`o+>Ov&;TYACK_TSl5Bm`1;;y7)c>)6N|0{{l<9sVv>#{lS88V`ZpIB)0vxH z2RJ7lLV3VcJJY*4^>|nJ-;pjT@Vr+{92_0@Ae0TFG9w`DxBg#z3*y<1afk5(z23u-_IHlSnV4p$^>PoU!UK2 z!)oS9J%h6q`MF}{7<^3%es zC@lI=Q(vicn10uox;FW#@`m)sgIfy@vY%&SzE570&eYEYN(eqwbv`US>nOszg{zQ; z-R@SE!fG#!)#>d>WO33Nd zpjQ_RexBW0h4pv~qTGIG&NJpWNXo`-3HS9+{rNQc(>yz#Kxj)fDxN#El#IDi*gf|2 zR0*CTt7}TEjwG`WvtYq}7Ly+&kQg_Retk&$tmV=Uz@^ZgAcGxIOajyBjsp*gDsZ(S zSO;|8&{zMn-&ZCQ-D=9BS36xuSC&zn^`YGS!RUZmRd*M$vZI@j6R$|zeFil5hQ^PD zWwepeFLE@)?gTv(&*P_$3Zjy@F*G&)+&K8f-d75tcwB$^4;4O-QZeb7lNsWPsUK3H zj7?00+-N|a)DkeST+}jTAs8~Ps%mWNBv5Ehi^O=NjL{a^9;4t9&=dF3;Y0O+S|^QtjR=)O1~$w6805zItd_%K&+#VOi6g01%5 zgIXqATr1Macs;uJgR2*FcZTil>;QK90(9`WVzB98JVf(XZ*ZUo7kIzzv{l184N@%1 zL1c?gbI$}_BhD3?0xoNrfjkiIA`Rg&fA&G$8;lfm*~2aIIe}5Ry1Lzfqd?=8hL`u$ zKfxd6`x!x^=Nfon=`WreP&yAf4evNrT3s2}SZrrjAF1HA(>;Aj%TEhZJ|BvPW7!r# z@K`5XHAJoS#aCL->o{%y`UcWdNl6phHj(!r^LsXMpQX(_=c!=WWSvVpRXe!jfbERq zP;Y8sj_6)pE$U}f4x`~qmH*Y?u6Q#WgQn)N@m>s~#=QFQ)hpJ@>=2g9`@Y{kaI!|B z@3f?g&~-)yqZNgdWac%5`cju1x?|#`XV5%(;`6H)jVMLlKw0_Y)+U0vUBc3GtG0$Q zAJ!d(2kGx0@~1yR?UeU2u|4@hIBS72NG0`gVRUQJcK+8=!U#!U-oK|wcy}c517f1m zWqo^G^VDaLgzg~i7^cOP@ z5QqgsC8kn5&Zy3UWW}X}y%+}v2Lcg0Sc~JMuc$5Pg+r-Xee^zsT^E@jA8nN9NnmI! zUG_PkqRUHi-;BQ-CXXKNM}jdj;}#hgVi;Me5b5+L?!NPMP!%bVaZbw*2{7bhoHaweR;`pOfmEo-u+^h59f=e#m9;(Tt0V@OqEujY)pT z%RlLl@TP1f{&{a5JHbxEHydPKB%1klt6r9!((n(o1>hn)m#3kAt+G0RS85uCw zM9yyA&x3{@XuqrY_{cGAbACQ(oG*B>W1NJiAUD&Nxne|=1&tXi+DOM@$TJINMX{4o;k>b!FWcX zr1;)k_x@fXeP{6)v@@c1PN)i1T|9M?WMz1MuTfW0kVhc))GV1aqOgsYmm`JWJtDW9 zMn&rA8XA&*HHMpgF!+U&-b#-C!A_+qCz-C5PdxrpHT3_jvuDrx~x52@|b>N|{|C98t zvm+GQ3x6%6pkUH@YW7)3wU;wnLAz`5Re7EX$!im1cC!&99S>V9Vj*5MBF=*L-NW9s zFqL{eV}|ua6*FsVBx`n(k}`qqEgCX}kWqjnd-&t56)peMce`!R#FgminZ9i~jat=? z4oylWj0e9VmDW_{fZ7Z+)S6maW~QbT&#Wje-dd^A@U=vs2Ku6CAv8riEd;)0lt+@_ z`{#UzMPJ%@tO=p*1cK&xkPZkx&#-oSeSIqz61ltbB&_Nd-N3>QX?igpd@d~y5Cg(@1bz2-QOcQ1GJ7eC+W)x5cP)png3a(g)&yMkl?pvv&R?pI zZ*_b1+@aIZpu=9Iqb0tlilK> zFVnkmN0oov1wVkGNfvq1L zBZAyx;fdC-WrcuZka)kL#|WZWV&N~m{qLF!4h~eWqhj51lR>b65c1j~kgV7Nkm?2+ z-2oBEL%*_pXzM2g?$n2qhgW1ohwExudB@0k4b%Nz`t5REPiiqa=GR;Buj##}e{X?d z@8SRAk+b<83ty*BebuylwG%yV*<;7ewXL^=+NCFTLp1cs;y${cNHp;+KY1yux~fRO zKMxmf-RFGY*4F&Gr|V_KICXLSn=Nza>R)Uv!bTXu%P9BSFnQBghYi!#`Rq{#cz04x zQaaWsseG=zjHC@t(gdrjYgLq$KeXw!nsVUW4+OAhR$)CMWULP`F~LDu0TPa+q$H$i z@NI6cToOl6)gcEPJ6mCCX=c^uPsqN*#!>XA1gW#VC6w$?bxg7xKq`(A+{LU$b*2-G z8SRPMwlZec>S_}WT;t7UdNt@0_{Au&SKuk9!fngm)odD)ezi2zs$4@X@9iTz^3Mwub-M+E*|9srEZBhwxg z1Y+)6oJc$+IP$wAy!Q>E2N(!*)q|x7Guy`XQB%dhjy2!sT{1Xth)Cs6p2)Ogd$CzD zW*Zs=lDt;J%Q`sV{nvD$SiE$0MIKHeKI7n2$Lmy;`XL8#JpR)#G`Kx6K_o>d@Oeqs zx^Zog7+=r1t(@;Y*&|^ zj6@fk*~km9pn||bz26vU7;Io{2EjhLYx61Taf|nL>9ar7+>ud#yXW(N5ALkhZT<0* z>+&(-Cx|}XndjxvtiTgL!6Fh2ev#(zq4Ts=B%2;#-${r?zyFv4w`X4RM_O(DK|5+! zyh|jtzm2-V_=eKukIMHpRv1N6ejnvSx|ax#380e?drb^7#_$g=?Y)c)@h;<9e&ia@`GQ%Eo}zWL=a%j4_vGRvs!uvhTo-)+c-WTLqS=T1+D;Q zEj=sA);(5+XFNup)v|$tgYxf^1ILTsu}qe9kkPU~P3&hRhLH%OCF4ElCFD7{kWOw; z2ujJw8T>k2hx&x7k1bR2UPO0CL-jjeO`RVgMU`}Pkp6D4 z1Hn6PYHt3AyTvv74Zm|m%V&&OP#fjuL5vsvgiaq!$xqkzXjv?#C2Tzef~0#m;>Z`( zEt$ae+fs`>{0M2`RA`xjzsEuwVIcYnH)Ox%^crVq_-XmM9+8h1R%~}4LDZWMKTHvF z1cBKxNlBRdcJ}3(!k%qa>iw7cdfnl}|9Mp;!`djMYU z3iEMtQ)}y`zwb&jzkJypo9Wm(I_f;GBg`F+&iVO)=x^?g>P!lytLGkz59{5igi^zY zSgW<(2y{L?~%P32sIO}VXOp^%O zjTHMIyfde|-200P-n}#ZjL~DpsyKdl{&MN@U)9myd9WtP@$I9Z(-W<eHk#!3$qON8Ci8`qJu=mb7d(`E z`&vo@b8Hd21td4l-xBs%fGP69FI^=(h^G88AbfgrfXy^d4q-Pepo%K!qxW&H0hR3X zpjhB)v-0x%b&CP8&2-P$>i`FEyd(S`Aw?A^stfDCJ$3n zTg+Ak-6r?$Z)9!~36}}`X4F14Dq625s-F8BnwM|84hb*!BD|M_t-X_34Z9845>fxn zKBZguoh!TUajen42#H||vxi5UjGU0I7G~^|_lcHr;p99ZIdlsYpYGN9f1{ zw=GEakk0yzYz3Npf>F>vJNQT6y)Ioi`FDZ)>^pl_9A)~umNcQs`K-kP;V{FJ=QwOQ z?+G-uil=JJg6ryDL`NG)r&|CAeV800i_W*hi$(l;#r1Zzqn zl)y))>~8DMiOTEOl4ct8{595+W!yGrwO{=qq@-&xqjo}6(*5qM*w}&%V!Dwv0!x-O znE|r=p9@=#qh$9DKOv4$&!q&NNF2SM^(fIWMx&sm+&jh|Z}-kb3HcOh`T;0q$W zmG2dou`{xucP%cvULWgbg;t$khdzk(AlCpl7VJKYjE+#ABH5Yt_6Hd&p!fQ$RU7{K zGozB!2b(yE!XyXNI6rU?__w$Kd5AO%Aj>Y@Dfe_}F6^dn!302W@t|d~)KwGXZ<}X! z_HX>OUz+mDGI)^!LqU7otPa#OqA!nFN7zRQxt%r(d4EXDfS5I|A&Ka6y2d_@Dj*At z%oTDxtU(cf%}=Frf45w3v`kjGvcvCUTJ=kXP(WBV8i9k0Lq|`q4|Sp+6?Si5A2RXi z>%uL#`f@d<=Hb#3K+y*yXe4d`z^zJPm-qC97|8J37bgc`4`qW}@AGa5rP21-`-U_K zBir2<+YK=xo;oAhOn%gBu}@@_3JMCKN%!AH02i8d@5+JINp_a5Yxjk^bu!1BL_~Ou za&I+`lEihCo(MEzvB9oF7ocM}PcjYUW(OwttuvjgTM?wK#P9B8!uY=I5?m6~9f(PV=Z)Cr~q&a$`i6 zz_y1PBrizaV_{)#(Y|3XmgDbZ5^7dnzj2(~BD2HUlk99?2pQ!L-CUcSAGFL1FK;L= z3J=nn&FF&X!%9w`cq}jaJw~ce{V|;kzxLtXY#!UJAb?ha-Z4OcJe?!b05l>XX`PEG zAsA;pB(u){?7)=y)C7lDW3|5<(`NAnxnv(TUxVX}OZj6BvQyKQR;33gJE;=$2}!hY}UyCH&+C;ofwI)Q%?wHM_h&a|<@5g~~^W$&K zM5~MBf=;_T_YP@0m6Vih|B5CfsVC&~_S|vgvvSsd*NKg>HM+R-KGG$}YFV|U78KAu zgD!;kxllldK0rA*!Eq$d^z`ZUApg##KRUB^C~!sp_Yy$jjL@^Xgz(ieIpl`f{+a^9nZ{BKYJUD?N#EskfO zGhc}u^*5?kWLxzZKB0$?kb*B3qIjwau#aaNPQ1+9E^(}n3!~(dDTw|y;?M2O1}4i_aqewq*F2MYxuuUc1KSE4JNs0l3D#HL?NZDNn|Wd$;)~(eIf+W2do3WaB{;p&fNEVq}AEkHJqzb2+EQ< z>?yPJ6eN?QWcxdjqTqvPNoD$xOs);@Vhj;3p ziejPa;oVyW48)@T1lf%bT1;DRq?Vg$rl>$yVq^D>x7=OEPmUkZxa7L>-rD5T+^78!r99+XIrFY3%Z91yGxm~U`=0a65Ucc$WvTBTFHSCH^N;=Qo zNzbCQm~9Ayi{JxIGBp4HE&+f4{{CAWk2RfukL&@Z3?y?S=d3U*&RBufVghj^AYJ}% zuLtA6@2?lzhQJ{JIlX=@;LBi~xBc*c1-~v_2uqvxWppk&Nc#tdA82?VCETbc##G+6 z`@Q|6)uPf@;sMT~LmazV6DGj9)VLkye)Tj+JOK5(+l45xJ<{7Tq z2Hu|mOUhnVId?7oyO<=ci#9C!?I>K9bD`tr-we2x92(#Q{Du#pFrcw|a>47gNdUPn z@qOZNJOvjOKicWyB<}T8Rab)(2y!8TtDvN#1a(ihDaY?fgl6h2N8ksscU53y+%poH z*5ioAe;hc!(r(0t)U_+eF&To!2xdp4Gh=@FwecWk0c+IT+_z)gW0i-$LkOY-Z^iWZ zLC{@x_HFPdIyrG6k*_*~ut`JfC>|+zXJu7VrSXBlA2xft$)WL{TvlI|yr&}8bfG;) zxn(M{6hjd(>;z{BBw-wHPfM~)Mo5%oGC!nXed2Q%ia|ug7rBCRTWDCXqO z^7B)rQ9%0AE55F<`+DqmQGevNR(iAAR_V1ZIPCl@Se%^bma=3oKlWLwa&EEtu5p%@GiOAy|c^2Q%PtA z*zFLTUW9c37za#OE8!@>C6hYOv;hGK zvLdpEkbNTWLU2|`UU+%&m%b+|wz8QokO^osIoaFFVzBbsxWo6$MBf=<$fiM0UxAHL zvv6_&jc(EN`&{0;PqGb2)D=c0^*isLfs1 zW>pgYuAn@c8jIOrlE<yg9XNW)kpu z0;eRz@H`Y7K_hc`a&oXLd=&)E-=&iaxXWiX7Ndu$$)>kN93EEr7`h9bUV0T37Xeuj zT!)cxtjI`27>lVrf`b+>g6t)jAs!qZZO+z46csT5G6Xhx;*Z~S{&;-Nf_T3j zELL#fCe5}s^=nE5VUeAe7a)2UD@(bU7xE?G;t#z=xHoO5kzydGye2T8pdzu6H^ys>qpH?*Vp$>BN+`f8WP^U{wxy9ek(8a zz`yTJ6hiee)56tV^30;5;FOdUW-ko!w$%gM(Unl;f3kAvsjk@!Bsa9uib}w0*dP1dc!k^M5<_?wJSDj&Qjj-_p76fY}%Z z1WH=rv-{8&s&w%}suUOD5kYO4lb@fy_bwZf|FJ3uv!fM3&H8{HQeDCnL_!GB;v{;Iv*;SK~oW1^J{>LzQ z?OUOwVvl*SF=4+|{j_{K`W{MF;b(#HLE@|eo(Pc)tZE70ZT6`>0|OGck3Qh-hOM5C zi1Y7fIuj_YpPw=SU10a<6<2jq>_q88d1L8nku43!{!sl;L`@$e=Pj;fu<^Kk6or)!S-IjaU^iKvLz;Js7|OJfN365T7h#3w@Up`w*83+Az=MdM%|m6 z)8Vq7dT}j&Ahy_Gf%8O-uS~Zf9plH>)cV(HOXiO@*qX>HB=ndq+@H zOA}(U@>z*Op|oN-nknpW(GwyhTt9Sh+?&v{ruxzn`g@XxgN>l$2@x?wSmMYdBjN_H z2LBC3k+(hRp%ZDuSzN*mtNLY;l0Q)?dVe8=4a}ABI|FDF>GTbj2y544c^EFXW?TP7 zoe8`Wfrlrq!^L4D1kz6Wj-4t)-p_um(f#}!7MY?b*|cQ2U!i4tVqU*;Vv8dCJJQWv z>1(T$nW#I}H}v-JBO)?q%>%4b_kpAQN|JxHfy?IGKXk)N433}LR!q(Uiy4eNx9~cI z<(;>axf1D`F{!EVr~m1@x{smGR1hq=4;l`8NL%n&T&O`vhmyUy#Hy7Aa9S*K0?G)) zU~-6i8G&-MkGUlU`l`}7iFkgMVsv;0P*6b6u^HU>SdC%BrptNBR=@Lwujti^U*RRe zp6&e}Lg|r6E&#eBJ(#cGIO2n3)@0M|S>q;~j;9fEJicVA6LB#nS{0iAxlqIH>P_|8 z=dbN>!0UmMk)I#f=_kghhK?*CE<6sMoJS|;6*8S{oLcWGuIwoizFocudAwv-4`8dD zygVFom}p9aRZK>!Z&;Fi@!*V= zNcifW%*hJ4B<_ znK>%x#g1Q-Q+;UjP^~l_Yc9-(=xr#lDTREyR4RmjLn}=r|Z@Jc^a35ELYxvRa)z z*Bp7EYCv=Oz3!r>eRfyKEk9=E6W-v=?u=|w+3?dnhv`7FHgMxaZ6+?sY<{`Yh3_JW}C?c z0P^%f0(NY|Qw^BfTenpmd}5{vbnJ>ScfU^X&Ve&1SApTOoi1UgFEvO#0x_uBtOK@8e@2g%A*9@Cict;gIeS*KN4~>+bWdy&`J$s59?@$SF!9GJbs{B zk_TeO!w*j6HAH|8MN2VcKQMOXU9?e$x6)^|RgdDSJ4)Hsq;%fg4OBtGpddyC85%(XgO-Uv<~3+l z%O&vy%`^$XYylAL*COvB_T2t+)(3!Bg9AxQMut*|M$YxjX^a8A(Ckc#Z);&yG5Vg^ z=H;Ma$XQTc=rG~!?CnR{EPLuq%%nxFe73i`+porGx^U#>2$IyAy9Z3QXn(Fz+{la+ z6X73vpDipUrWA>|FYV4|Gygba?ey-9tt0o;`t7y@o%H^}v>^Shk8j0(8-6{mzGH0tP0=x!#5L0rwCMj$H((#T`fFA-M z_7l=+C;PG)skpejxInzW)<{Pg-2qlCK&?9~-uBfUj>tmkb`h@|0UfE4PiCLXW(F%p z9cUQ|N)~-fJT3O!2nvb6*G&8(r|2<&dSws3bHi%&p><&GI%Yv8@Z&H8=U1G9?y}$~ zcn;yPk2g(HM|-~SXm|7%s`L!>Q9)}D)EFy!OQ8K2ns`jX$Co5khkAN=5?^JW#YC-c z=`^COa#Mbw*=s8pABpXQ!cVm#^s_P;KoLU9V840z^*=zKru0bb_l=!5XWo~GO>|it zi_bS65cxB{ynPpo46*R~qaRz;xUXadL-2{tY>PXQJZXV|G^lmnffq`rMR4ZBB!}fL`VFRGt29K&(+D z2Wkf*ilyZUi0}sc`V1G_{gJb1bxSVLG6@O_!dL%)TPA$euTFruFtu3UG}|;*`?-)& zjcBu6JuKh9I-*!zur<~X3i2I9*>BoLMU#-UncTWfA8;*!z{xxe<5vHa*rwk2;K+pX zy_>Xwoi>S`Gq)DBEg!`M!FWhSms~y{H?V_s*#(XSD42)Ubq56^;%AkVLZJ%@Q_^K4 z6Hv2g#zi0AdM-Xh8o0{+uH~v?VvE8soE9?hc!0gF60p;iQ6= zLUpJ%A6D$V`04UTa>5{i5mA^p)ARAjHu3b2wNiN01!mSE zfD@ypqD_V*wc&5y5MCaUJ@veyTw15g1BWEZsS^<-`e8bQ1+0dO?>OpCwy3z7<3mIH zRiNc6BQ4)$Ua7PWm0or4o!$2P@cd_~Rv*}ZJAnq_)3?G`T>^-#iXyc5 z(V*gbf5Qqf3mG)S?l3B9USQI6VdLV8s;IC-NNRig2bI*KXhc+6+K+mbd|=AdLxCvl z99S%q`x^#~#?EH+T3nWYKsaCm?>+!kL+ZKwpM$&+z6UvQSO5Nc#Y9$A_$Tb@qMnX5 zD)*bXTv!;Ds5QmczMfj+-B7nutpGDoAS+`^cZ zQ}6W`Jx=>4W&rn&t5pLgHVutL?XO1n?a%S=p@=9cR@Y!_*(Ws3P(*Xs1b4X!#t-sF zT>p>{zdH9`cUgN}pnFQy#jU&aXQzGBjEuwljr|Ht{_j|a>aDlVH? zd}x>71XvpUy6x@iIA~BI8MdG%ykF#fl<`4ExTi0|Ui<~lYK`;mUs>k85pto72~tF_ zsX(loXI%wrqTJ-?n#?yM!7seR@l$o!jan4x#4O*C0)Rp+Sq?du18_G`yv6+gJ4RW> zup(_Fv|U$XEs8N0*U5zlQr6$EK0C1O?ibvgImfu@;~G)c70;Q6Km=D1O?Y?-d$o9f z|BAnY--#-!K9)3^HlHy*;_g6>nVeW0$854bB8%jfxTS_8Ewjj&l~1u-CLLX2V-w@$ zf6CsiZDKtn)R2;~V*@EkQ4Hkp{UrJ zGs*L(6ERw=7BbI_tF%yGTOv@_7;5A8YsxmgvjB-?vHpZKLxQFp<9$!Opp%hYszTAg0BrL0h2f-9=NFNt? zA&|pNWKb$x&HjzqK4#YGPs+X$joT>+w6VO!jTf%p^i3vMO;Y+((80y6(^UDf?(mq@ zgpW=M&qdAk%*`2Ms`yILYOx(^Mj&lqZdhoO6Xats=`ek_BXTfxlRx-_gi_sN03krJ zclX+S!S8niG+==dB$<_!F>toW={n-`l{|uLCPW4O-(u=iR9g%M=?#LuIFj_}Wq%*< zl~a^RLi9CSMZ-qHUzUaF{Q`lsAj;=X@?7}c;Y!-74(38s0BA!$9R6cFIE3nhD82o=IHv`x#Ui>hc$}J|`m4yI-bpKgNB|Q1W5)&7z=ZdFMuScE*|?KCNGE5c~F)j9)er z6XK2ikx9M)?K7Hykn<`IS(Pt2T|N@u_Re!v$DT=)pp7^gV3iQ3>)U$V%Fbe1Q{cMw zD!NnPHQCP98o?r==VhrUW>i$6$-q^#l2|UxYEA=y(|;GD)QF=sjDW9i@B@xF(ca$P z(?u-r@1X1mcvCiRUXO&+!?ghVVE?baaupzhZX&!rfPVriS)n&rx%OhyHext-;C0<8 z;b5E3yezpp{Grh6}7vALz)xnlH-wC}udqac~K75AJ}0+cAG z0qN6k?xU6$jJqsT(BE-|Z`Pn%)9l?lDj}ikF{dagzuqDS_}&N!gQ}|QqQ)dHugN@S zUoDHdPo2py#kN6bxfrM{lEvdN4cWc8`t0S+33HlHW2(r@vqTulH}IeY9EPDGr>QMZ zq2Bs&FHEAN{SLaz5px7Px1_H_lE|kHgub%0+}K9K6WJn|nMxA*JTU%xwKE6&Y@3)l+4$p)ZM!|Exij}azD`cL53 zmO`{YE&HS&k{T-bTpU4?S5_PNE9pe~Wh{_OdV3if8t?vjsUR&4^2$&!pMi#0A0&oc)c3_UnW=%;j@x(I=3lqbC$VcPgmQQVklBs;K zUX?HMbU$!)c@@W>YzrJLxFmNS(fa0Ea`+;}sYM1c_|S8c`Xpk3b} zT&Rt1PuG%vo5jsCbs*A6r03w^dmiKRSJOyCRBU+RpimkvHn#0zq2BBU-wTu~Ih0%T zILQ(Wc;9Wu-%7asyh=$aYagD+Wimgc0zg`J=f)AH=2w`vA*=i0n{@YdD@#kCA#+I5 z-2T$HFD|b7zo|0C1~p|tg2^jnkL)w34{K_;p!EqWCA+>p@y8E&K0dy+&CMJb9U%XQ zpFc45*V0BGC)x74`+~$$DTOy1_$ws;$@>j0|s!#*XK%(dV4=rUJ`KT&huCH z5;=&2&Os}a;q5n#_(T!Y zFVB~I-unsiCd%&byX0qm*vj-B8+TpX?#;^h@;->2osK@JeP@T7=9apk|(n?!tk z1wu|KzMh_;7mENL*eK(*r6fwG!iSj^#AWv9xd?1CsV~_nHbtC8L@Ayf$=xFZ|~Rf8-g<8yPQr41rXwKy4F`mXi+dIPK9x#3mtH$mfG_O-%-tOOA-?rgZ~a1{Gd-+yV&(z<8fq zXJl8#bask)T};pKLo}|}q8&zH2P9eHl3Kzt4(#v80830~rf496uve3dDY8pgmI@L; z6FHcU5S~$Q3J!O=QUzdTbc>7Xe+}qxzfE@-oj1IQ5xBO!L-mxJ5TFt1y56LfQ=!lE zvnRH|J1w^IX9Thqhcl_FoE_l$Fl0J5#-9okl|-i{ZzVQk462F>V90?`11VAh65ME4 z*mnl}yaF9c>^mB9LavqH^lC#iD=sJ_OKrFM8qGItlO!q()`WyoG z);#d9OB)*aypAi=VT|~(Zgx_hBeQn^vfHrM1>kdfT+UrwB3dFf37_e>u{uf9FmaM* zcXzwB#5WvcMvsnuS$iNVk>xCFv$j>Mw103v@CBTk!IBX)Q0k{PI$=BT@iGhDgyAr* zr9s=}+1O9cg>7DW6O)8-atA7D9Iy0<@Njv#JUWKs9m%(xF}$u|IUP^`KG5vvr~0%& zSg^5CA!JrZ&i?ATa%C5015Frf+)o?7xNuA&@VJed2BPHh`(D-c+nNjr#^C!aIx>lK zKMq1;gzdw+2o@SNl}D$hcumiusb!H~v#-XW#9M->s708Ic9beW)*iUa^q_nFdr2G~ zoHs7`nqX<_djkgzUip7NTXX^OHh=cRS-swFCH}`pHs@{aw67t!hrWx95PMT`HfRQgeHsSA`dC!Sy2Z;mg$2O=~mii@Y6sk1IZ)=ZhFi z(13tY^eXXepi(kaZ>z!a21KI(V)J`Xe@@-Bw5`GK{I-J_4yn*DQy2&6k`8Rv!afa5-T21kP z;i)Jc*b1M0pjnR>CCu=x-1GS5S$w+6A zuksDZ;tS8oF@o{n_ndU-bIU!>?5Thf>00R#;VMX`}$dw&vVj9;f14AEGL!dzyoKqx;6gP}Zt*kbZK zhNY@A;=GAhyWy1eSuMCtux#bv%=C@Ym^#gg6O3XRSkB+q8azvT3 z-5iQ&*X94UE@0iOVLxB>j9Vrm8RE)=Wd2*A1^*vWUjda>8ntT&5)zUM(kU$+(%ncZ zAt}-z(nv^1H%Li?NViCLcT2Z`fJoQfXa4`*yVk5V&aBaak8|F4?Q35BI{|glsQQf!4(+5q9wDKp+IlilH=3YU#<5f@^&DFm>BTZwds&hT6nKSB)plr_4 zx*`MTRp0vqp;L0IGF$w7l)ut?J25CD>45~f~e$^Bx>rw#kJE$#O1MY!yzVm(LW#+e%2i>`IF{UkPr#U2w%rHtgBz$f>2#fZRV7$ zD^|4_B`xi@TsnPmpWS37rOBwqr90M4HvjOuK16v##2sPHC9ABA#W`b-?Qznr3ye!j z4Fl4VY^aGiF2G2Lbm-EcY>pSMNeG^XJ5K!13A;{!)t3Wxt$WMlN5j|y`uuW)AM#NO zzGS@7{gf;n>iKn4SXuZ6NEotYq!tV<;oqQ^fCObG8w-0!Cb zfn-Dk7JL$lUP8Zhoe4%$o2!26NGCC7teYnGSt7fy*9jENg_``1qK%WkQ~tz(7gF7! z;R*?jKED+B{q8IvfcDO)HTfY$7%4SVg25y0`+gF`%2&kLZPaW|e}#K+A5cZ!4;J?Z zsI(ITq$3U?;4o;*%53q|cN{X7kixPpBQesyl!BH@4u6awbEXA#pCuR()i~Hyzd{f| za0Z}h0WN5W1W96MVEYtqaJwEa_&GtmoUhy067PLqD2Lx~*V3Uw20G0}xnr338N3M0}$YWy@ z7^gRIg1hdx%$+rn=Uov)k*T~6=~;qSy#3$)*QL6>ehW|KTn-f>4@)|e3`gl+&8w}+ za_A+AjfhE>4-^-vObg@xz=+)zYSIwbu2oB^pCW ze{1Me^eC{^sBr*sp}GF*cTJ$m6%;Vw0}q|9w#24i99DeusLT6;y}hlZc~k7IC22uk zA)XCm>4kOTrD;O>C2Vfu*R}F-Yut`sBx+?gSyp1>;dK|;lotsLxiip>4n%{lXkfzs z*0HObp|MetnISTD^PC;+wC^0Hk8c)h^c*KK3JY~??I}8yCBEi)veX`IaFoms?$RiK zuWs{INw=FU97L3ZgX>`+5NHu4m>i$=6^qCP6V(~}Fclhr|w%g8;hlaf` zvAhA1FK^vX2^J5xT8+ywi>Gq_Ih_m_8G^&~&XHc-WBZEeklb9TU#9Vg_m)MaY( z&-zohSBy`xavqA}2z0WItsTwVsFBI!L)b!Of)P0z;EHv}(6gpscp5|ibv!JfCQM6{ zl^klIaZyplVd6ibIJKD86m-MtJ6UT~kLwiDJ!QEdDQIOj!t&Hyb5DKoV{BMvZq>r| zYUK(pIb@9{C>-ww2PBlbHGExxuLx;%7P%a|@3lMnS(JRK3BM`S1c~Q7 z&+I>xI&5pTg%U};QO4S5tolfa_uBrq2GqIPfA|1Z>(FE1SXdaVD{yI|1M(H;N!P~Q!5Zhx(GBvBuc#MxGdy<~+#BYu}dBtK;DBZ5Te{s%;u z-&W0oAU8~+(4QUE@!q=q!upOTd7=e^ft>{RClu;(IaUqTs`Kzf?C_`936Q*?W1?oV!onQdpx2?)``p?T zQNdAxu6Z9LNUxF_RDH#hz5t~1S)>fMn@{*z(7YtcsbuIDjW7RYKdej_LTuExHL1Z6 zE;(en`x6obL23wkcrXYpl*lj{Ewu%gRhBPUa}{YYEZ)SEFNK7ZG=n!FHH(uqb~bNr zAswE#QJENNBCbjLJ>$|bXmfWZ};6N|e zl2aXNiG+hYJwA#vpmNR$^#4A|z81`SRE9yVxr%8oIaod1N#o-m3~t!xsM7rc&}m~2 z7zhK__&9zST<2Q%tvJZ!&@43>t}{kEyiQ+;w@mtu-Q;_3IU}d1I;VC2kN4->J023m zB@6YAltKsfSCKiWx59OuBcBJxGQ)H{=n1=GAE`h}C?p^id0buEOxxMnK~q;kl^V8B z|3o;sMAdf1G?(M-3h8*6J8t8Yl$1Q~(ba~emU_1(rXtl)>Zh2f z3gm43k)VhY1L+6oFz!39FZh8_JFUF@QEWHB_QN0#F@_NPEuM<}d<%wBUFL^h0coLC z$qM34XA>4qWsrB^%*1H^zY5;f0t*H zyw(rBvd0TJX>b?7#YVgrYLY%T++F2)Z-2r~>(Qz(=MNa(faA)pOlM%1 z+0D%jR`()a!5f&kZn}sac~9Ef)-n zIl`t&rI}gfP zH|MI-g;U%woRPOwcoJw}(8;cifB3vKJrCo3CmG}cOIunpc1lUXvkvqOm>QrP5ypwO z+x>G!9PyIUQ!;y$lutc6%axl$?-A|%>5yjrn6F<)EGG-0| zknIIVqjZm;^9T`!LvtGfFrEvLNYK&630e_@n*_%6G_|~qt##!2{-i7=83Rd9;v~3j zMKki6ngkIPu%NNRegQkz^768xl2T*B%#34qXc+$6Mm=U$zBeYi>YM~~RUu4;+7j8~ z4|cZVcHLUumaEEOMPxLDJ6@OY#jvgwYVBM#W)!&M8$t;L+G}9~e`4CIUXB?b$Yo*^ z@UCY+QOH-r-aVsbpj!-RCs~8k^yfnaJ+d^gs@}T_!M}iK9*JYgrVmm}@RCy6LCaAc z>yj-OO--0z%<0;JHnk`Hdyx}v0t0e<2Ic)b+0z_BJP#YVtHU-_vJ}~I+!LJeg@u49oBiP7Rr)qUvyobz8hbA|cI(BXTrTEX!sX!ct00dlRfo#5d3&D0 zoYAUZmOpBKK)WLbG>zJc-pb$J2I+vYF)oO!RtfHZy?f(2WZJ;H0C%hHUMpT8x;;9y zGXpCW27z~OA~&g2xL5|2pcicr2PI;9ynl*TCGH7!^BJ~jbV~~sH(OBtDKq@wl{fY= z^-)bk^V_&-V<+0Egnczs%?>66B7~(@0x((GHX#;_`j=_O-&DU2BI4xTaS?X`)oW@YVn$S`4kFvEf$mY209DCb=q|8`QhTLcCKAU;E2sRQp| z`SgEe=tdewf4v_^svPBx6G!vZ_d&n<_Ei8WLfa3+lma+xF*wK$|IElZIdMOK{u~@M z3h!Sj`EyUap!QG;{4JN{h0pl-61RT2 zhP>B~kG?hdPyY%2*Ka>Q=d9DnE-XCew)Fv3Gh@xUEfwCQ@Yq<1*$gSZ-G-YuI5?16 zrj$4O@9+S0g^J%)p`9_{3n6`Yc=Ro=>pct3wziRwBJl>69dMjmmwfvS_27f2ds>uY ztvn7Iv9udo{i3lQ0s*C0?bsar>3^!fjD8iBR4ccuvd8qS~^krg(Yc z*i0CKcY!Slj)@jLBy{We7oq?sF)7yQU}9L+v%4KR%gHjjawqBJ-@!`qi;t0C2BU`5 zg1^XbKGn?ja@fIpk!9x?=Ny{gQ0Ql$jtNQWFx9f)quPIXzqhQSumC;)c_|>1V>~^t zSJYn|n$FnjemqasDWFSiNgEL@6TLPsmQ`2&NJ1X{QBsnssu~ciJstkups$9SC6rG$ zvWMXSfqV1~B-J24~nVR?(65rJv8jiSGpcl;i8!Pah(R>S0p~|j<+XLQttN%;=Yhh~e6@ZS&Ee#cuEu)+bf}2gJRGXy^LB&|B~Pt73Q88o4%fbdpV< z3LT?DTebCOexTk&*zdO7EMhB9UPKhIxz-G0C|a?V-`b~HNc zz3yj)4S(s8?Nf^ZA>MnEI77epFu)}QHLDPP;eHvYyBjNUDQu!n8{>ZujCA*I-LQ9< zkd&=L)ul;EP8~er)Qe>iZz;7Ff>6qZiEVN~CDEf}u<(dvbfQw6Xr=Ewn}jv32o@Dc zcN0@n!#!2WJ$yunHZ?u2^nRz7Dch0h4%@SGuvkHhH@uFD@BdQB`*}0h5`Ur?oE>azXt-AMVFwX^jsuz= z+1Uf*QWfZKTJd!L|64;Xg+;H%V6rxRR_$PnkHvb;_Nh<*5-Gl==t14JG*q8lRf;SV z#U*R&qMtXS#pTpo`8uU3r5gxQ2F)t>)!w7s$16-dTb7C`d?lr9%UWvOOE&Zditfb4 z#c2d>eS(QN^qBF1SAv0hcxXuWc>XD#kuftp?hSWz;+e*IWA zp<&ptVvqb_pg4TBhxs!~ATuF(&O3ZPLkh{)78ukaB-FD@jYDJdqRLp|Byp~bQ6f=? z_QMwb#?JNvOm(~HN`v~U#QdMZ|9NLw(LZ@srzu$6jGn%lyonW;&!gTt^D_ZyJSg2l z4n~37L?|9hvo;RC7HrT@WhjC&xdp;;phO1?GNR$kE#`lQ$$iAa3f`3sCDpomr^y8#-icZlPIyR+*ZPtYxomD|#t04;!)^g7 z?s{Y2HNl^d03v3frZ074>9o@ap$EDj4zzYyb{)quVm!uSdv@IOG|{M3lu%>;6`|YT zpK>OMVjS}@CG3TXI-U$u)yJ~35t|gbjMgT8!JmFWddn_QxnCsc+AX$7m3<+@il8RV zZ4WhgocAX?)du5erZny_#28rJA|GLVv^%WBDw3QpNwwW@aB*3gnLqX#lS5OPj=Rrt z6rYy1%S6eF=DGOIaJ+m928JNHg9E_$^Totya8Pbs7fj%^FgPlB?IX-=phl{DqII3{ zJ;xy?FD!Ear)|A||MT#79{jNjw$-3AgE{7dI^Oi0JCSBgJnsj_+S*!2J_z5?WxBDB zd{}GJAO$aNIzQPzSrai6|A`_yHRu@=QB5b!S@DJ=p<~#zy~*F~(~ZtGYF0Wd6+?>q z>bk89c)DqMc?oejH0*Sg`ED1g=vwg?wLAKERh{{j1_yiM1d`&8GVhdVFhntEiNdA@ zTNrd?4GciLOK!`*f8hxaLp7CUcU!|HM?MYi_MvCw4zK5bry84)@l^|)UNgChR50ND zgdH6v+OUI|-w=Z~LJ-4*<^H__HpB%8Nu_3FOb$8Z_`SJ#@3wbKTdU3Pyb$IK!FJkc zX+$3dWqEsdZ~Qy_SM*^{ATh#6S=n{nUE)r@;p-A#po_5g>KJaF7BNGrvxt!qrSvB+ zsYqKG5i+u=lbqY^;TbwUxjM&yp(~0IE%HrTKnxB|m~|JagT2Gwqk?Ptnz6$(N&ehq zkuRQp1SR4^8argb6om#ULQqgAHZ@2mB<4o<7dV%-p4Ij~V|L*H!bwo@?>(jPa6?1m zh^R#N)1)vXs6})-tX`9pmu@oTDAm6(9#KZUpYYp;o{x*Q>HcyCS&HY23bJRPvJSK% z2`n3J_M80ZBg9Sgq-toP?Eh*3RN-ZLtfr&W2buJ4Qz+m4h@B;)8Zmv?wr1?N=dLb~ zpb0H$mm5&))dfEifoyeVM6f^&)2uS&n%B9VP1L#Z0*ZAadfg6?1$lXN3NBCjdpaN5i6ivv#dNTbE6b* z_o54Z2`c!Fjf(J?3KS{cy`uVVqUG`W$+pBvfo~zI);bb*`NPAxSd}~czc-CJ1m$Zt z7nzQfsS`IBmwI{ll-!p|5R(=rVav*nj1QNxmt_Z8GKf7+&rai5?5I8~`roWSc_wq_ z5+6g5Hc}oO$oQqb>(K*lRV`^vCjt=>5y=SAFH8+%pHWUv&uHnH$l>e-S-Gf&My2JG z;Vgw_9=(-DKVqPSeEDlW43CdXz%qA?fU*w-@DT3o5qR{4NMxGlnTHixzoTGL5+9&r zzSNd@${T2ygf6Iuak{a+(fDhy5x_hAifO6pm4t~OKPHa)(7hO`ZT43oS|YaSYlhGJ z%6x;3+cHwJvWdH7GH}wwMTx%CCd$vxN6x&l3CS#B&qdvys?m2Njx{b^#co8L+EL3Z zxCUdUik+--2!;Qh@Z^9#*5Ts&t4F2?*P}ob|0m)4?|hhVQC5_!-7` zP2e-qFg(WNBiT$iWk%44Km0CKKQTjsgICT3PiQ%#qZjzyy)Gv-0FsAKwtwI$(?n2< zYz;x}B&sy!PV%K;trvY^7b$J0Fjm-?2rsRe$*V)&?>pN@7UERJ*+b5?DZ;5=>niS~ z^tTW9^Lh6g6D5r%$MlW7RT)hD_WaNOiGOhLQu(-U`d?E@bO~aWNE6aj3Y>eauf~L4 z%MpYGW|7wy)}2w4wu=u7Fn=61LrmNDh%f1i_1Uv$u*VaEG~DtGnvx6<$5sIBBWyWf zC`HzA7@%a29RVEx`5`j|VWgTez;6uwT2qq%`*9J7>mddiN_=~%39V>oXpjrS;0nkj zuTzy-nUuV~)p_n00Ox)#y2q2G6@f~84fV@IycLn)mt_1rXrS28^|@HY?!1UX{L zs_X=tA0HikeB{^f_kEOQP=}*3A^qSzgMyrqjWN~fhZIVoVs5XfG%|Ez+ICFKmZiU# zn2LYTm#!%2=>q{txFGM{wRrb#NxlB`kxI54IV&rac8flJ2;bh2AoB}YB%7O?A*{N1gYpYio|)yW+nNeq;+Y?WDUoN{TRX7KIRda|s;a8P;6xPIL^ zBsL{yYi4z3Ght?KU!vqB^WxE5-TR@%C?`XG?V)+#zrBvf>%-s{l{B0x~D_2Racj1VmI$M5iA~^In8_Ct=g$O+l5<# zpBNXn?Wq3BExZ5;E}FY{$NMpt^+zPq0$R3#g*z=)k0V08v)Z46)Oi9=p?~^s15DF{ zRcp`;C1kUwN;ef69(6S9VD%!cFQxG(rQJHnyG+^N3~Y8nP*$oc7Rslb!o2j-bnkD! z&Audj88D4<nRFpL%Vx%W( z?)rz2lJk6t{r1f!Bq)(1D_1GcX|F9o!-!R1tq#x9{~l+mdfrB!)zhQJKyFp%dzs2o z>L2hxJcJzBxvi~mgR)lV_=8%f!pg(tS5rDtltg6pQ^?j9rLg|;$N!?KM2J8V1yC-i z*a3Si`3Hu3Hx0X7%3HFHgte&LJfDu~6G;c&j%^olbKwOqG9+ZcB&eXJMHm>%uyDTL zN0cB3pA*#B0~bK}ui($0!3RC}Z;S&}%9Vs(VrP52+RJHoer)4x82{(;IxFfOhR=I! zoV6Y7)8>xCq*Sf#wRn6UM;F(W=$>~Qyg9LZ%}*Q}o)h-TO4RJ6*~%Tx!6gs|il+~{ znkIng!LoV<7dA4)e0CoLqn(FK5J-IDc66A|+ zIq>2J8vQaTVHlp8>WZRO;eylT1g}v4&rc`VPg0e0!>)yn2R1J}6%ZgU*XjivprS&b zkZ5}MEKo5ox&!_0H#DLEwQv5PLrA9$7q8@#mn)it?FrE;^ukUT^dXz-{dXZs4@YaF z02?X*je%*$M$a%S*HTuNc<0=kkPd+dK{+|VTR+z+46Wd}-RyEP(zECB?d7^qCYI3~ zK2Y2(o`FAaSGQ&7$gcH~dSZq0rq=_;`2gzVhng<11Wdw=k2oJe{EaP82jLvZ3Jt~r zF#{kMWcBp)J|f3EBq?%O{_2>YpKqU<(_?0ahFcKkGypWBS!Nm@_uW1u;rTmU32BT{ zo}JnS=W;AmeZsW#G$cIK0t#J|TGJTR>-VQ9`5 z@#mk7#3V_Jq18e{?#?r+-EPuEY03q8>e35$unj_$toHxABluU#pG$Q_G=*&gGZ!H53qi$av4jpqpZ1t&0g9zj@9 zQd$BDR||z6XGHL*z(@>VlJF;k4Ve@ll?85?fq{qMlYsKNVBW&_ z)?wgPGZ*0?Q@DL#+!NP$x=O{tK9W9?Ln|r!R9ZPLoZ{5`I^mtWlbp;A!5EhT%bc7q zXxJBAzF=ZEm#pH>-WS(XX&vOTO-xvVeYUb*NlmSd$$jqu6g)|I$3#HSD5yBmpYXIC z)gAHw-GAV?+b9TmyKN!WZ%%B-tR`MS%B8rsXRXVT`|oS>huc;l4FG{4XFYqJf7Gp~3XJ*x6vknW6uI2T0z8NogjWE+`r9d5>#~wq? zOmANjZ@UFO1H*D=tj=ju7Q-VSwod3mf@9+^Ea$RSJgjh~g84NJTm%7akobGta4ZDp z3Y3YPT$~;t*TjHd5T#s;DLW#7Lz2Fbw`FUx^lBvyb>SBTsoN8~w|3w4+l1g1QcbuM zY@wXQ`n=^nAn5odlla8MSv7eH05O7W1~j=D85$u+TVKqBl!|`+@+lD&{+AxAM-wA5I6tk0g0Ne`1tztbQ=v*jarCO0EqvQF^oD_0B zFB+Oka8PdJF>1FJcS(n&a0!7Lm^a;EVtgd1pa6Yy{-Li*`8RDB=ZSYji;KGFiTi~= zBa$0QC(2!#?5B7#v66&6alFF1I`q0$*eiZERW7AXzJ4DuDuWxzX-5S&AQ>ww78D2q z$#`&Z@M|yWs(pLYl6Tv;W9{hX{DC744a1wWiv06kKf&`B&mBcmd#^??Jj=?=|#GqyZoa;&9t>vZ0E&0+XK6OhL_nB^=o*J%1-Zv=0qJ+B{d;@Inr`VG{{y0G) zR|jA!GVVeGNl8h_wj(&u&&%uZkOa>U`lc4_mDRPoJu7F^MvV<1L=NaW+-F+sjI{}! zhLGhkFf}CX`sy)2k)VwG#K;iT)s+qanyIe)O4(7QdC1dw4Cb}UdP*`Ytlr*UcJ;@Z znZ179EIxDDpl4xY=klN47Rc{~cNmT`{D024j2bUoB2pHpGyz^b(Q#|X zJmdqZhZhG)4W^93%6w%1(w^hMhW(<12C`Ehfeska0*74HL?!lUTh&r_%|OiU?vM;q zvE>X8fCTa+kjaCfk0&ck9<<7L;8jcn%LgRHKSHPJ z518~=8M>zho)y~d{|aAos@7z^>132kjumXJ4KsF_tz=f0&89*&#rcBlzc z*8kg^pTiTSlHL3DyT#oTmaw;fm8O148jIg~US5uqto7sqbl(wiVGR)Qgm9m{ya`_C zuEb8um{{1@fNubz%)`qQW)u%$T;Jr?Sl%3kCx`dX@=NSGUbM7*k(3Ic1|IC~a2Bbb zp_!T4`t~*@8QF~_o&KM$Xu-*nUwmsj`Y=^dZWm8-f3N<{Sm!YFK4-*i(W;8La8!EU zaP&A(T65J8ApIM9GiZ371;L6KHGWc0(n2rL&S3CUH!)az75YY3JuG33}*Pq_F`};BJXE+e`?g5pZB~8BGy1K3Wi8ro}0M;OD91H z=sjB`$GSQQ>(Qm49-wZg+GCoc5xL)5YzA8q~A|V=S5v&*4iAm<7*w=1+%LSRlH_rFQL&&5-7$!@=>jjM7qU zK=Z=MAHf%4$I$x@w*|A}y;_zj)faTOVm2qSMj1+)S4SxExV9!HPJk4#pd=DU0MVgjqZjL%`ld}Gq znx1a;@7n7{QX@xs1S8J5IR`A1bO}SLLS<&psevyx*ltqc0}xpU{5dSaK?6*8rJ~vt zCag~{Gzw~BjMko|0-Ud`tSqkk;T1#8nAMBH=}`LD9$N9;1&U#@Jp4X*-y5)q?*2Y% z!c4lUM{++nSZd?IIfg+~Slfly!|9(A^2>|dYo{Il4?HBO&$P5)NIPj+LgJadc9s6S z$P{US+{7t**UV9nM5=_(L_WH;V)&8_;z583wbz2a04ozXjFwlInKxAB_Ces{zAJdu zobKTi1s^~}d_4D;-dJQ9lAGh+`2i@9+g;bOgIVP$9c5l>G| ztxMiYeB9%VHW!z-{Nd$b+`ck29~&=teF9cDB07?-g7sDAaO!d22h*!wt35U1%9;g{zfyYK*w}~ zRb3~{`FH{!(V?;BxJ$iGR#=#?U*L?-^2mh~)bORw2Vzhk>+#JFd3`eT)CQ|8=+*Jb z2k6DElmWjBeKpzG7qz2%5F-=JbpPYib}7sk3~Cn)E~%qre9bZYvSurst_e|&LS9REjOUmrhM z9Nodex>~FI>?q1Jc|jj_64Ph-X+^3~g{50UU*EmNn?!rOM7yUYIRyp83D&!Zu##GT z>vLAHV)FL(eoXglrH#n)F|Vaz#_f7R=0if5HQ;?&4~=e@8Nx zUwK7^Ev!xui`rHJ<>>~Y{A~~hAPSfP_43i#$;^&>J9HeD+Ke~suqO1L|5mSGOqe^* z>d>LQ*Mz6_pa09^4a|i|?$NCqo}pzaaQgh*?=yfn%7@P2kAw)C_>h!>zqpYHA&HLEY_ua|wmrG|l#yE!Jol%A- z*8*lX2pyhSimycA6WPO$!|+zb{|jDz>vKqhIef%Ou zzu~uF{*%?d_-4Q#o5%9C@87!NSnE!>X?Vl^=IX#T=vPO9iiU)Bb_5tRIjhuU_q65! zXk>xOF;tUS5n9zK{9!|r;InLS2*TfsQIAsyK~o{wnHL)oNZuSLd1@3->N>Cdy1Kz z5Um_y0(Cw7ztJ(#=C&G|P!|_bd_MMZ4D)8MWXF8;NX$d#!E~hsIW%0Pbw;);Q{3?u zLh{(ol0GQXL_;3iz`($Zr}&1jDI(doDbDlK5fp$v!c1dDDi;}pGFC4~D9jK;xUTNiZ*_*r`cT}Yh#PZfmQkv7pGV9>-i_p(o$mg# zXM0L(L-fyw0T(PQ5Y|~*4WhsSvvQa-`E)R-b#!;8=9C9_wA}jH z_|#ZRs-|Cp8K-IGbeFlTd7%Z1fV%+0k&oER^ID14*{mGK0QPQab>=4-s3BL5h_vBK zGBh%>JKm$-dp~aX0*##90p_!bQWFe<4FaHt5Sk70*g)PWU>+r;pz ztL_~7Ct+0ZSzU?EU!{j#f3HsrpE)jE$=HGo@I0(Ng<$YU>aT3Hq&E=Mg~@G02DzfJ zc|d*)lQcho75@uCz$}Bgg$dVF9+*CWjfn;&{D#3Oo5vO1K1_Z}?XU2&p*81QK_o*T ze*I|;ml9Ruw0OT=KN}@kgg)$3C~Ij^h7Ma(pYp5YQ|9nP7Ut};Bg_LLwmvjp-$@o( zZ5k0uepi_~X1d4qguSI5yn{U&6+sh=w1&NLLSyw@mN2vromcanb-iN<2o%XwPF1F( z-QF}%VD@J*B8V_s#JcseoWJAmaaSBBCMMLz?1i=`w{Nqun7+qMd*aP48aLih+Aq*u zS$FV^#Zv)UnPichMh&5JLq2|SuS_;g3Ou$xo*B}2;MiUs7()puyB)`4!h$7RWu}&? ztfZF{xdUhSd#H_LxTy=_4LgWe5lll68s zgmkqg$Zr~J@y|Q z5IjOn9X>iLMuSg5PVNmT$XB#GQq$+SVy}~avhrzBzZ)>iEHA$uEFLJI*Sfj?h9e%a zlxhC3-_Rh5GK&BGjSjwuwxRI@s0q>54s1T&*nH<(!a8xWRftmq`o(0?zf=G!s68zC_^xjb&I1>zkg$tcwp0C4pVP@)$?mUO-`+9O*WwA-v-zi$ z--13F=d6QoH!OJKG>$7$RvdE1=~Kl>=le1sfUC5mL%Z(rd*#KdwUD5o`F-d1%efT? zAjvxYyTvBN@+QXT{Q68=RvZih14*a04Zy_-WuyZymYn(vNh!VeWJ%%L;HdKuZM z-dhw+rZ4hB^|<&Fry!|6nXePZT(NAVBusz}AqigwiIYbLqU8RuFc{2r`HY|5^HRm@ z6)i@wrQI!o6bz52AKeUZMRwXxv4Fan3y=d34?)J*K<3ws5y~eE)Gukc9Db%OEO30m z*q&EcVj21H-u8T6$lUXq5x?`)X#!1Nt`Qy9J2LX(k)8Prxz(yB*-NqE&aN-bfZDSp z^a2z26jaQa1o`5AodU8aDhiP^qhfW+ooT-e583}L#QV7&Th#@C3HNYkF0_3K^eYty z4(a_p6f6QEjj2LEe$+soZ$@^e9YR*ZY?L!<2DZDKW7i=fV(-Ki=?IX4Q=aX@6_<%o z|Lm~xWbW$X3Gh7#FPy6qNc}yEw31teoL;C5GSgWCt*l%cUPd3az!+mfD>vmTUu zR?^MbY+1RV&RgG3SDX9^1&yOH7L(hD{8vZRzrh;Pvt8y#D=T11*@L{{h^Q!bhaeCn z%{r|;G4A^U7GC;*&!2^3j6lBOLVU^Qe#UGp!e#sk%SwR>4Gqo5&(E&vJLDG|>v262 zJv=#&BH{KD&J~R@;?rTGrlX(S{o74*de)i15v-o#`niXhpI9?%mZ(LEE3oj_UsxY| z9Nh#$)YP!D9+1;=;u*-$>#ETxlJ2z^Se~QvP8~a%^E_EF#ty_~FqF1oIk|n?fd14- zGb^wmVK^z!m( zL~0hR>mCnnbD?FSljg<{-He3QFzD7L78NlMhFJ{_Qv6>nK$AoSh*_{->rfGvF!}r4 zt$#b8>n3pc!Qq7)r;R3Q%FthvM$T`*e&zZObGe^uc=M_;X-5P$iF)mKM~%9*Kw|A#E7Z{-zKh3=N%h zW(4>nZHp=_89rVXWL+n)Xe0Z_^8}7IILQHw2SCQ4AL0r|#ztXTL$DR_X@!Shs+2w! z6qRh-E>o#+dw`LtA$jjXbGqvMvu6fw_GE86rFymtjbFY&g>R6BJoP#*W%o$XgwuJo zN%ht@dVha^$DKe3!Apwn)dq6Za$kG-+G@v?&aR z8lRT7ljbEI7}mg}w(z%`QN)TFYE|3R7R=ZQ5kAf@{+cW+i`;v}MN~pY@>m*Od6{m(Stemux^3+Ms!ak3Kb(6b2hI4v+mLzECiW;=$J%!5P1kWb>+bjZuf(&5?0f2Duh1V`i z)r{qz+9RDysAa@Ly`$jrv#Khto!A9A0{s622KH;Jpyn>w^{*5MkUa}lOLxUYMT?Ak z34z#ehG=XG*2McMlAs3&cGD5Irx) z)jw=dvb*WFeQVpm=uEJ%vi0r&sqY;>z@9*Z#L3FOo(i!6K|Qiy|AtopB33|{hetIy zt0iG3PHg&eXXPD6=f8t8MJ=t*l&lee=!2Jt3&uvURY!XJ=tTIx{I=V{dZ-viQ;3m3 zu?GOz-_n!|S=Vv6WqkUBkbD8CgERSi^z6zn2shwp2={>7s0kr&lVm{Ib@So^a+`yt zBB_9~+dVsnYP`YW;bzZ^Ghh%UA}DyK6Vu@>(NJ7_o%&E`oVk*4G=oS&T_tYBET|(6 z)!B7)G-|y$E+NWi!_AKJKvEWs)6U45hgZijoM1RR^g&J+>*JZaB$?}_?3Z2~%BhCN z8K1s=MyWfBl{ntJI0Eue8uafER{IU6$~G8YRfVO2gj;nC9zR%5FCTnYCY8bpkdk^V z;2PK1*vJ;scA*Q$IYb>JrxzB-wh-$LAJY%}{d# z2?&Tqy5BHt`6r*&g}W<%?UoI1__Ys{`iGAHS>@v6I|t^UvJT84?(4geFX?Q*y^Awp zC2eg9N}{G@2)dP@bhTMbj;905!|@G8=PFRk4mzvv)WuX*Ox#093psQP_N5JouTojF zmMwl@WFtVDiM4jg>TALAIa|I}fYnPn*RW+lZ*I1>!}FL{! zOMmRreAhu^;ptyQTJ+oLSe3LhCut+XklYpG!q5Q#}6I0Z>hVXod%E{(Ink{(ImdjL`1q za3E8T*je3H!ou&T3;GK_pFR~M+Txwr;P-kT(=9nm7_d=3t#ACvI`6=onw|yS7CFSQq=jJ5Y9WKVR-agzt!_9<=jMOF*DeOAm$Fkp6A)g$!$QN zA|oPX&CGs#P-K2%=msX9ov?QTuHNhkX=%Lzq)ka+p~cRyhS$cjVnfA z-~ls7%rzPxU!*FYPw!`CWIT*80zoN2)nygs3kQy-rskq>pDDeP^{%*6Iu}}ANCJYJ zt7982Uf%l{oT-DRO1TtZi8^jGid}L(zi%8TD@h_*mMQ$k)+b=`k8u~jysEyqAwd)B zQa2r_K>(WGy(=*%a_?RzYd8ymXa_&4EbWc^&aA@(e9nnW(JPRC#Ao(gEuDBL>Xoqm zkHK7ao+qi+r6TCW607jLHPzFR^X5i;SjJSv*8rYDF>9tTs8jaSM z>aQX3i(a0{;GvI#Nc!Nz*syJvtq`Ww>f4~yu1TTE}X zc@ZAGdlMKyXwb>28$hUC)cU6%H#kD$ni!^HM(k~ex6^tq2{TEve|9jemwrqn}wk7#$MEcF*eURhc3`=Cc5n2gI;kZHN-Q80yXgC*o`I51AOVnZ8+-N8Hxlgk* zA>kLL5i_l+8}>VBkp$_*74o68$+Eu9p1G;vWRca>PUw1yIJQCJ6^`CL_%nTMADp43%o9Uv70*@DgCq{;AteaX8u zc_@Z{Yi^bS61bp$_Mo7>@7G+#Pi#AMAnJlUsAxjYoq28atAvs&S?a@?*Gb28v3uR5 zgw6*I>s=2CN1wqR{bHrmuW-(Gq%1>8ESC=H9z(1X$*bTJ+q8*h`wISrmiusII8^papx;r@Yg59J; z&Rhj>#5SUXuIi}kAhQg-G%#8zfQ07x^K#_dZ@evt^m^7FKBJ{QQF|AkosseN?Ua7t zib?TF7GMBx-&thV<_8~!gy_606C=Y+l&3yR_+rXJC`I3q%}oD5ObL==zUx+E*E0Hc zs@#D(A=Ja4HF2o*B;G3n?|vmH(fBK5$Y!sVb{EX(;%64ppg7kOk2i)Nzt>^1aHjt( zFYzk-Q-vhHT((H5=mLpgOdEWW{&&84ImDgXH0U)bYBa$2L*dEj^YG#qNYOhW!+Pr7 zG$>4~pkSJUOW0Ke_{1e3JTk$LvU8F&*#k#EHI$A1aMzWRzDHV@2VP|z_Y)(C9;+5u zd*p|Ohlc>XZ0@JSDXfs=O3upi0`;+zlhX(f5q^@*amtx`Y0$5|4oe76PA@6(=XP`} zpnRye@n@z55zwQdLAW2=Iochy5{G_+< zbCPTvmuIKSKXZ-xhC-IuzjyR zRHShH=sQ7~VW%=&%~jCCzW(P=)?YikT4B#?-4J`Zx@ru3M#!-XKKw|0?k~kN>+=B) zrN=x0FZJ$(fdaz&f)vrLT(4LIpVjc*a8}X?eK;|?A0l%SNFk}57E@P;UxY&9xi2d1 z?}Io9+dcbpM)VaVYweK01pz=1oOR$*&mpFCdeEVkB=6U~vRHdG*KS#v{+96bjhPun z2p&?zxhpoZPnR_N2E-t2C=^N&VlGGV5#4{%R6< zpw*OrFb6Ijc>IYO%P-BO0v71Q&uK{5(ZAabRPKL$;<-nX6`l!#-kf4|QArI$1j&H6UPFr0KX|7QxTHjC*IH3^nMGe=xPa47v?`&%z z-abfdcH#FD)z4i;pKTr>pTqtMQW|sK=N4OZt zR%TZDqZ)1$D+*z|uYuTE&AF6UwR(|n{0PL*wswyjzpmNkSr5&sDR5!ExxD{mP*FY)`1Ak|Q3y!4V+!Bf^NwWjT#xm|Ad#QEoRK|iVvX4kv9lSD zxcWMtG8}n4youZiiBF!G&;Gm}IQqGN&BWCFZY&8&qqVi(F52+VR{}P8buVroyha(d z(AUw$`I<-jDRV|%mWsSadpc)~H&;rA;zzo-1hL0soKIh3a7*eH>uA2e-LkEry&SeM z#KkEx8@pg{nT zK{ddMJ`xcWjBf&drKVX97=6=d%9=`t z;^JWOW?cS>`1@xpedxaLxvksV^aWeKdR`-ZKP%s)MJ>wk^^>IRx|>pJU8-l+4;~)y z>s8hV_i_u0v3(hA(*M!x+04;>zUhOquX*+744k{?Pj5c+c_@5dgz(S5s_k4}dcv3V z^YnKfybqEeeU1s=jTadG`Bm-rYLkzS?(?)|O)yl7=or65fkze098kCgWn8YiMA4>9 zjEu(cUqUp_j=zHZ!<#DLpm--Z7&5V+;-1*m^M;L=(3RccRO)>W#UzgMR&A)1(tOF@ z%=u})nb#ko_AB6N=GN7LtHeB`dJ-0a50r*P>Xu3^prg_Tf#k_G<$ zpdi%q*RRV)EZ449eOw~eQi>DUx2Qge@}eq?ho|7TPJMRx(Ogu>D|$(RtxjUHTpc{a zFj(2^^uA-z-7oU;Wm>)U9tSTkkH2%iK$`Q)FaG&tK2V&t&zgani>7Snv@voZPM889pJ}7A}%b+V}lM8$=>l#9r)*6=bKT{qbi!y(pUo{ z108+K6wFNJ0j0YI1d$d2>F(|>mF|{q5D-C9I)!^)XJ)N?@2usTHS_y_@V)Qz zoY-fdy_*+U&knb<)6zbu_NXlsmZuZ;p?*c-2r3!(d$F?4WrNY){)3$aSwI0mFY6rd zjz3CCtp+;{rF*Y*Zo*eBU!`07?Gq04O&D?9K5OCO~H(;Gh9J{u4m#F96d5l z^B+5~L=U3k9qR|~%k_YTC7=I%)SE1r44Pw7e_HV(BO}}L3*8&7TZ5ZYycS5%TiCBW z(ET#+kEw3GORvK+-940;YrMe9SsoIOp;fzLe$TMZR|Cf>>8HNMrX#(k14!(68O&nd z%l>Tqbl-rXF}eTyo~?9Dc67nR4r9tEym6o;lc;&!YT*?qxCyucZodb})?=_H`pu6d zam6qpqQ6S8hoHc5isp+&>`*81Ah`QVe)*l{LUG$dH8;GV#a3s-*M_?bQw|kdb1e!A zm7h0{Pp{ib(MM#sSIrvxs@WAhATmhth1|KV$kK7U zC_9ICuVEmS7R1wpn{E{|Yx+)GG;P}Iu|8Rl9K_owD=}S`hUy9yK|Tj_Tp__kHFqS# zmf-)G2CM#(78XpInVCRTC@-#x0>J5WVtC7EN)cie#rI9Ggiv6v3X*aoTr(jpp}~}V zp;%^PX$;fyDb~1?gO293&QF3gv%_i1eI}h|f*;cO(uI?nnC&QPsCL!At28F{Zl;9% zJn?N<;^K4p_umdba2EGma;($?*Y`6}M54|-{qyium3pCbvg(Iq=>9TG_ZB58FdJ)q zL9^;`iW4Dh)*tIbn$=AO^cf)4GC)fNEFknETgwc^-<0}Yy>UA*VG9RVn7jWT%@06} zRd1^s-qi}*r@ascd0;mfcE<6A23cU5I{1^PUaGnQ!-E)~@m=_$3t{_; z@uvZ_t3_T~4K7i2d5tFq4zdhm!{14omd%W$D?ZK^ELE1hbR#7Ox>BQlDJV-&Qb^pQ zY{iksUro~m$+h&!%pd5q-1Q~qjtMuI`TCk$ie3Hf#E8QaMQm;HnF~s4NI+8kIcf6@ATDYSTc=zoDI*4C7CVm{^?RiE;L$hu0V0*2OC zF?~8?*ka4K>u$=(VnQVd1>%>)!f$6=Utxp-Hdw&_$V&T$-oTQW$S2Th9^6izsaM5q zLO)8-Kk)lS>9Dkn`rcy0>e^bEZKLq5K?OukhX3Mtsjdo(f;R%H5@~DiV|*y7U>VRK z87cT_FFDQB*dWW_(2h!%z(Mc^vMR#9``0cIn$;V(`r~Q4{LVz|NPrM6^+&WJ9OSDE zzQ(5*wxoE6#4T0DKR73@ydQ2s+Qs>PAnFPxyBRCv%h6{AR7u!IH-U*VWP>EtAJD{{ zX2Loue~gL!fm{lTEQ^w4U1v8#J_=)De$$+eAJfxjn@8*1wG;l!H;K6u%>6V-bTrrS ziC>rM?>LvbeIs=eA@~)@A{-qVpwF@B`1Qnjv_n*4`nhVPq-Z*1r&C|lJo|}M z#Ug%J&#(TeUQ)iFRq}aU$2F*j`737nAZ?<_`{%cBh*sdb4sI;d^(>%22jGXCcSlgRPc7KfG|t%qQ76HhYZ9<78?2`S)az?VtVM!w;R) zblGEN)eQ(%u}Q6oTkt=NblT9inqfJgbHZW|Hwa8q)BbDBkeD6@yJF6gkI$wUXyy6$ z1w@n=`X|Ld;Q0s6y00QSmWu}WIVVZ~+Pp`YCH%`>s=eniKF(Ux;*h5r(z zVZ7t?fb1C>jH@Tgomk|8f(p)8sU}Lj_*MO+p8G#nIgj(j!IGdB{@T&fzh;W)^w!uc zWw2whCO>RD+L#^Q(||E0Y#MOL!O#X)_rW2;?^}a>b_+S7n5GMFZEfuc7e|VjX)`f_ z$nOG;jEpS&H=N}SMcCCHA^-~)bxVsEY4{B-FSZUT$$$Gz15)f#0PJBoIGnFr9ob3i zKWG~q6xAp=ub=I57u$3y#UKgFF`)zeP8fex_?C^gNnAUO9z?aYw2C)FKo}8p=J4-R zVlRMm-ZBUxcWgQynLuVI1`R=SAW=sPK|^E;RVFgoK=}GFp(&o>0__JlrJn+szxc!D zLQCSNkCCNetTIk0vLwe2=t%W`fNq3&XnV4^z1J~)(fXsw>*4?P?$T&q8@*AQ`w}1P zlgcuyfU=+Gdm+)?_K=Swq0il|ab?BUtm%Gxo+SFB75Ys>I>3R7bsA9T+vH2HIl4rQjwnab0n3#0(1?es0gJNGR+sD4t1C ztS|svJy3~^>h-r z*~f16DCtp!YM_cP1!VnVE?jJ%Ti4H>`IAIw22nh(0K@U{&{4SQJ_x3gLkR>-Rzchp z(`_C6rNt66Qg>KyIYmX?p7xtu%H$>faja2J{KS^p`jv&8gz&XXc4OS~Fl85ka`w0> z=kE2Zftk8(@+g=hKx~<013-mW14jjltrX@-`^;yPQox518Vj`NvPSi;6xZr zlU<_rN^B78r#YzDI}DRz6BMqW*}#fBN5cX3f;rB;k?3dCt*3PYU%oPZB6WC->V+nw z!r1iVzQD`6D9MbZ2o-kd-=S1X&7)UlVOS22j8xg2^^-SxK>qlL{nq{NDgW)D>tTIY z&-Eh3qkZ#espI5w5?M!Xi4XfRoWa4#sSgBS zZ(0oHn^+HqODIHWy>0)zJ&zNw9PgM2mp|Q(CMza__1c*gX>a<*PXBiHm$Ra$8rLZ9 zhsE|+jbD0AZ?+qjO9|o&`%|TS`}S|DTvwHuoqeQ%@$%MH=*+I#t@LLW6%{FH!LVz@av~1yZ!a%(VD-kc3L!QGN3Dyn@#<-=@reB zH*9=W9?~+y?zdlp!URgl(vfS;pGATl=WiTOIQIrWMrLHtT^B+7^d#D5)Hz5#xtV3Y zB0PfU`b$>P)INFNqHRyI?au#k0lxT@@;=3W_=$N#B(QZCy7h3_-Ip;UO>wKga#p=f z!-Cs5JN1!=IT%E+lZG5DqXU7l022ZbY|nI@7cez5Rc~;AN|TP4-zToEO-?pmNR?so zbL~KMjVwpT{}D51aE;fS2^3=}vYNPTsdsoL8$AzJ9k(Y%Hn(Omv5qdzU9PHBdZ6~< z`OT+f*VbzMi-p$#0|7@3zw!0W$*eqj;O8=8=jzdkh6vqnWU8KN1~Fh6>Y+1j(1}SD0r}lL{ zjb(|HbCbUeS_E)JWIC+JPK<0|G6tMyIw?C!Z(P41>hEF=k+AS-=j1QcDHO5LN$%Bm zeNX=JAHVFQ;e~_Yn0Oy_QH~&rpr8t#shX2Vs6s6{D5IEE?0gzJlh1?#UwvZp5_C@C zb?>TRE>L+q;9PuhP4UwGyLYeyU?&cMW}aGha%LPCq? z$GW=j{XJ*@%%2$ZFPkN$*Ifgp2T<+&Twa!vfLqtH0s88CvtJzQs{a1sYS0657JPC_ z?5SG2M=Qx50%Tm48^cjCF`dc^PuoDeh1nBdnA`#CA;dHk3QVKqJsMo2m?;B~Xq@vjT;J)m`{8dF13 ztLh6KF$dL$@xYd^H)7!C6RN1Y)Tu!88|0AV4aF5EH$)hF5cz&rf~2lD%-9By zSLOoAt!B5I0b~H*P00(KyhgTqfCKzcQP@BIBcRBL>jTKbrdL%R${d0CPJ+k938G+& zNy;I4?NP7>ELGXxz>%Hcx%1@hC$}1g&ND&*fvMkAbmi}3**&`7jVHB(A1M@FLuk+* zklP@oq#9VI8wN(ohxmEtP`NT{*pLz_aN@?Kq|lS{MtWt=oF#Pz_YWPv9qjm4t`%b1 z-!wb=Ou~rWU6)Jau>&J_If35|_ovLFO-1NB^CW@c#427l7?_oUD0=TM=)ZQEUs8M@ zaDvWcB)T(r_N3#G}=;GR=ha-nUBuv}M8>b*1KsPqLV( zBE@0qM0arB=xLCQ9Xn^q$G49$Y5jR^s9!A>9uY62>Oh!u>Jq1=1!WKnXkbQ6)F0mg zg}u;K4;SA2rKPt&W3wj@0+Zj%kFzWpS-<@rr?uQ%j=V0w_<=Q6^McM4T69<+x*uup zeFfG{Y8O8;IRDO!KCOtAr9n)cENd1}RaE~)$-D*&golYJg+Pkd{h|xH)-QD5Jpm%- z4R}%b+%~+&0k4aGbO+taF?cL#@ScuoLp$=O(_}xB}mi`!FNCeI0 zwxqb+zLsG*iHz(6ra9DIwEaK>wzc|;pQ^>p2gAbWy|te_ES{7x>!)YjmkjIc=<=bo z#a6qk^gh<>iG1&Nv{X3=oENc1 z@SE;c>9G=9bCbJOxFHZL&^UgppuEpA5q&^9NgMNkH1roR6@+VYZlw9js`R7OdOdwhGTQqdpO>wrrlB_sFn;c_GX^(O1jFLeJt zg27y1TQf`?|Cq|X+N{aR2}Klh>#F1uxI@96vl^ai$-pW{5K?}VS=M;ID%lQGLs-+u<_$;* z;4?yRyAV&)|425b5&UUdU_p8LYb-IqFKO0i%@S>;s8sY=mMH7_CJy0^YLf|+A*KLR-aTL_+A3|P`Z zBd@Tf2As$AIHZ({0xnfO`crgD4zvy~{jrwcZ{;sk$DfI{$%EO8 zEsqIB%I*7o#t$Cd&X~zJ*gL&dd&5g{)OKo$v)rNQ4rpkz#(dgv;C3#o@@1~}t4eEn zJz*|NhhAhIvwMo_$gRJl$!I=bkJ#sQEa`#8YQo%@`2K|puiu^F*KCV6Uy%)cSR5Xi z>4i;AXR|hm0&YuIO~+q&0bZy%?*~^TEKI}-3n-OJ1Gma3xWmG@flyL=?AZXWu}q2L zw6<78Z?2x*$8cd$uS=x_y7w(u|G->DOHacO zeNXvgZ`q;)bVn% z?GB-ZMZrv6JdX}bt_#&* z{gri1tyuk#U)f$5bgZP$S6_a7d36yB)iKHVMd<`>D~}j>Vw>KcU{VMM4C(6jr9ATj8G@$QY+XJ^l-}G!D=cyC zpu-0|=cm&us>^^3wHb3rzptkRmL2p;Cr`<-k2D#^0QTb#!3Wi=UeJYxdHIovjDo@n zAcOit8B+MPl%fs404@cS<94J=ip-o^>5XkEte)%so+|RtSeX0+Ao4`#He*6KX7o&V zpSn(SRBi5+rPDPZ`m$DT&bCr#DD&IXQauX(`D;E{Z=yu6wWA|_KYjTaNjxoL2!0<3 zc0Pn0xPwBGc9nPWSw+8{oGYNBv0x3)mS2ct?|;?#nKF#~UdnAT$ke;O zcRmLNTT=@s-Jw)h77>m}UL~eb%a4o!e>Inhm|wX1w71u z5x%_EieXRpYW%lDSIp=ZtS7#b=8Ep@_ z=h55XSUfIcX2t*jCCrF{zBXmIzPj4D>9_>)2)rPiQXohk9+WclS&s2Iq%>h=|+3_i%A15=;W8KY!qaUw(c#oh=vN4pp2GR94re zZw-1BKNo%Q4IDVnFOC`nf6lXgCRq`7BSZK(PPrqFB%L3z-K*{T{X_p!;N|h&c6{PI zIh*!;jyR)iGUOp=>_!5=w6ruaU!iv({1?A7D+t)yVu``1ms=8fO`sFlxQT&}z5X5N z&m8I4?Kpl^wT*z1ikY4-Q>;6=C%sAUu(^_K(P0N6N@?U8(3^mn8&n?7T!*JXEBQu? zk4)b{vQ#`(SrxjrP-|kjVIYrytT0>^VgWa9JUN5WJXM%h{PDb&%)8;OpN8h-IC$L7 zSK(6kbLxP&;j<`CT513KL+#HJtrvfzw7*}e6MSErdn40PFsYk1TM zh6p6-wfMs7n5eC-t%9)7ElSbLagYMdmUUHAy8~3%@#lZP0J#5zvFdOCT&hetJC$1aVYUBJ8)U=7m%euE%lZWP(o#-8v|(SIZlbC z6`68&QfqB=LeB@2VMzsrXbjUd1YLvGsLSJ@1_c3V&dqwg!NeZ~1nF!_kKJ^>eEDK* zY0|WQaHv@=t*SburDbAnPR+!W_}rkqgty7pusYSH&RqMHl8QcmLLlQaemYu96Sd3r zAk&6qro0b_OkpdexTp_EX+QctGfJ7bD_8$C?$2(B#$|IL^s>GIMwj03hC;)`MfAZf z$QOp!=`$A9v*KoEX2li=P{A2rIDgL--1l5T+irWV4ob4@6*XmL5d#CN(9Y7@pNg!+ z8zk3D;8R4lfCLLV$aet+2L)Z&-4?d7dHnnL@1fr~srmVV5DIpF#akVk^mKOqKqA{> zYrwzARtcgTh#oj-(ibeY^u32V7q2>$K3apg*!@RA2X@8%VBj* zX$Nm-XD{f;#m~%W`z|lrIO^Pm>jee90c^04enj9q3WOG62Bsz@rtS9z?e32{ng<#~ zXrx#_GWqrb@3ls4ynk2YCzA5xWWhdtQ0zbmA|1H8($8;$8*BT}yV2_`U;i|6%26E@ zX2yIV1&-FoU0Z}`Yu`uO{)xnE^Hr?}c>jT}B3Qc0LW!IA_w4xtJdXSLgkqzac5i?E zjwUX5!8$7|lMHlvrKD<_D1Slnr__CG0FW12^qXZ%H$6nL-CZ2=q(2OberXd=8Wpea zlP~J)zpusdo0E_3`JIsgRPRrMco)`z-%_ER_%sP~78o-~7F*c;>RtH6-oMJ#v3hit zo0Ee;rJK{$N74}|ursiv(e@zZS{(pn^T_d3U5|Y1tMX z@ji?87^iB|oRdC3uS7xusBb`;qyiNPZbhZ>$-$=H*z)fcx75l>M2r|NVvITNbJV== zUU!$K(6V?vnMPM37H(D^ z{))|DBzILYLji-b^@=@=-SE->9<>6;?&A%NJLI7TutE1UVAo>0>fpSfpkPB;{;cB_ zfC$h@P*QqAO^z%Q1qUPg6#1hcM@`!d%MVUxEvr#pRU#~cx3?@q!3M;ea89sDBRs&VU;O`omyn?lNY4S@yG&YuTRn1YW7j!!ayW6nKXQ z`>TUbtKsKeEhX=<8+h6QxOXs=6o1>ai&t1YPB0)GCMHm!QJ!Xk4=titZVMq0lqGR$ z!PFP+^2p<|!z4SA<|@JB%`n(-0yZ8s+#JeQJsLFo!D5miaeLm#SG3Nu-;!?8&$>q@ zGL;n3^zJ5F9)9hMF;F6TY|1gN!yO3h6yV-do8bj)Gr~#}152&9-@Ui!dnbaF3GqP; z42fGzgcBB=x5f0dG)SPpLA*DCi+Lvi7t@DWz??fTugr1Q1u;GhzQ0k}ytVrSRHxVN z@d-V%gsw#EggnotdN!&&vOz6CnKbduepex>?HG-KmXz&!qV^RCyEflpYn3I6`6ZBQ zk>V6mjr;zJBX6SlR7LK1VOrWEIE91CUT9>bn2QT9>^UOIBPmH9d}@kcpM<tNpGeb!TY|pDqbqVV(jy`(u^E zs$BEjz&|^8SqPcv1=`xZ1Hxk-FTIAoK?>TAUN#~@+J^ao^bmpW77U^xiZ?X4L|*Bo zKCLy}4;EM#tcg`sZN5Iee$Bo27cGbdT2=>we;+F`HGTjqtzhz}0>;IqB|1h%>c@{u zR~8%E^Z_lPAYV-jAJRkeTg1RhI_za3PX*EWj);yncv=(DiIbU|8vwGkN77Lq7jGL_ z0I>$D9AF|(t7m3rk}}?cQ`UP|D?yno4|nlPXybt2aM~YY#ukhC!^8N-5Tpua<2Zij z$mNWWjy?tpDz##r*=&nuZ#0Cu2h*+pJV0w|6C+$f5jP?eh){E zuFIY?Khh%T)(*&V&9*{TqE=swp+t@|Fc{_IpCs}<8hOlC=uzxhbk(y&I()jZ-!Mpl z-m4(@@cE_+s}=3r@0tfB+y< z0I&t$m4=e?YGB)kS<4P{PGFqAM)icix4j7y$Hg%%tIf(y80^0Rk%akmo4@XY0HMD| zlr}WVeH8@%MnK84efd!8IjF8=!Na8#@l{k*1nXA;cz{6G=}IZJ%7GsYqzixO_Za|cMChGBnmIg~zLAng4;ClP7I_N%r=rV63 z7`iIK>{*oh1B;FWR_ArIce->01rf`4D@$Ok2SUxPwm&5S9cY3i3<2k)Nv1Qf z*syv!mj5jqT!F30v9YoCJk|VTpdBMSa`9YN0y3Hr1v(D# z?ETy*el0ely6N-VFu`V7i8V_4J*=jv*a&P^W}+zAHISypUqCj-a6FDtAnf|h7(vxC z19^hnX~qVh75Uu(p$JD13TWlB#|g%;b=i0ea_w*0t5o~ZS$&x8)8ibiF}D7Vrlr)` z*QK|gG1z-D>kQ2a5OgGkr z{;s8+KTtC6!XKD9BLZE(&*g-|02|6mzk|w=@o{$7LvvUG9nRjY7?xi`I9$xk@^khO zZcAZb6lnn=mb~jc1Z?dB?C05mPKOqS#0qa>)(r2jtK&fMgu&KTBfc?Pd8t*ujZ;w$ zYoC1%?iLju)jTZ`^VyZmyqBq6M#5GfDH*t;^#B6_D_W%V2mhk{QTpWxALQfeJ%N%F z@>Yid3oJr z)}Nr;d1a6iTe->#ghsRaKEwf{fqb2ycZ5u)l-&0T%H*92^|`Ji)N^n+PgN z8mP1Al&3+E>$hr_uo2$rgHXxjLja_aFlqVaH%+f$`E}%?6F0&)C-z6^Ty;>@l$;)% zIolMW`B=@r{EPQ=w*FR-C4qy5&LMYD#Hf8~`eRucC-0n9=b`dl&=Z#hkwOSfFfT-? za+Bs!uWOO--|B=oHkp{16bJ5(YujPLF2a^noJVxn28`Z6k#QA0(i3pmH{Njkdfn{` z9Se)m&SD#A4)MXl=($->9SSIC81^T0!P0YwhEd{ySM-(#OhRgo7Xx7judZr((=iFg zQ%REtaB4Grgj17jH!UnI{AO16hZR&p}r#x>4C2&M6`-zy; zqv%g4;ad$vdM$Cn_tRSL-5SPYU9i8AYezOQNt{;oR7k_?o{(h2To1XvBTOz1BU9Kr@rD_+AJULOh5j!8%*fD?4a7|myJS!pmNYfZgYRJF-jIw? zK#6qSLaXOo@)b-DSU}Dz!M2+Yc{>U2r@vPZfSA<)r0?>6-oTe%9S=;-Hmy8*bT3a| z=^PLVE;Dy5Rjr{+9C+Oor1A}Q1w$h-N6S$9i%WdgQK8Dp3R@0Hk1_@)YvfS0@ z`0?2e09=j8%pb}(pcbbOb^;Pm3)5vVO?_|$>KKmbmyRS&uS&-2p)&e*IAsQYWf~tC zy}1`J;1Jj@N4@~#siABpXrw?6<9T-_@?aLpApiUeME@R=H+M#NxAdIz5*G3Y;fO#&UXZ zPzBr?*&m0ejWdb(8s7zP^4yCD@T2^#0P*~HXOMRTr9cPxD>%dNi0mCe`0e33Q%a@% zMEv-}))vsq=Vr^FLM#AjJ$*an@NxRKE#5kKtB$^r06Vd=6P+}0>m1I|qc;tC7G3K&GpKS83R zb!o?K`7fkt#4zIFTV`+WG^iYF0FZ3hpWjBZ)Y*1JGBo;-2PI13fx}I_3lBRejTSJF z{Ta|wf`tiCe}RPwFlSynP*zn%OF_;LQx~TFe~vS13iL_Hi-i+V{0E2xf8^@#fCaMM zT5h&&KhKJFH{E4&-5Iu3ndv?5i$3G24A*M=t3KGqlZxoq%8s%=q@;YHeUP@>t)x4S z!6xQQD}$#)bJHl)cgut zD>K;)RaI5X7J$I=_e8U>G;IF-*$UQlrKP2zuLAw#p#gzf@ikNiFkzi5OIFIwa6Q_B zz#9O5U1$loi}k=;K<2e*1T>0(>E_mHR+=ILIN+NCENbUYF>!IW6eESxoQjIFDv4Z0 zMRQ*=*z{I^uaik#T@yjpuK$ry<@LHujc2HE<;RUQ{f${|>w`b7v$GUdR#xBY>fjkR zjgJ!v3JQ`_P=MMmjCgDtm@g+cqL(4V!=#)+XT`XKu=_@|CM=HSY0;FIG3iQY+*xN^hIH4R5_3-m?z7B^=hmH1mM1X zm%qt#9W5SUgeY^uZY8J z>=T%9tME+QAx>(O<$kd1086m1U5>Vx%&;&hx9H0!d!bb7Ki)w)*@BU~`1s8b0?;rp z!e627_#?F|*gd_|N^WpVzUC9lPESCpz@^fb$(=c$@}>Ej0!oTvXkpoXkvD0wR}Xm~ z`UTyX$Qv19i|yoj7pLof5vwbW^*TBtEWP|X1JhMc&+9jC;E|KdN=n`WC5(yb>7LSH zxXThz)ZhP=h2GBB69qkz;A{T@6?kjt-2^wcfBqD`y!cDPVT@}rRdF($abgAg-5OQq z8a@`l3GEmiRh_%O^Bo!WBAI|DJh%A})+Ld8c4l@Kc(ZztY9PcD!Js~U$bekXJpoRw zQnlqv#JL?6o1FIHb06Hxa!~VwOdtllX_ef~YK;}J|H&y+`h>f5NK{cB8oS6Jy-%Hz#$2Azr*sOpRj%e!OSF{_98>8M5!v*;YMg4px_mFRHeRey=W>wq zqWEroeZ9JtRu360wJ)YVGW&00-0|-OG#Dz_H?Z@c!2fnv;cR+xa`3B@6)F~~D43I! zmXsV%5Ac|cG0wTH7w%4*R>lEe5I`raw<4_~E#{o;dd=6Na@5Ez)NOEwWmWt{`4@Vw zfT+V?djt0$#PDW!OV>woTVN2}@%}0bbttoU4HY7u0okEwH!YF$iD`-3iLGX}C6g!q zBA)%uq8Mt`trg{X!DLT&F}>Fovul`czeuj3Tr-&{d3I7N0T?&L8E0n~+tYm$kfm+E zd3j3Ys8v0f{+8ICv+C#ZiPDc%|H+}Sw4NREm(@Pj%A-WfF@%aKYPJ+qHf=uIoKd*C znzHqkcW`tCNx3X#;p)OiQ(nD#Rb4})E1s@ZM0V`|2^1o|=A7l=X@isVQ;S)87liYqnf zU^5+|MUVo(b%DW~Kf=Px8|R5~6JmZdJSPb_pP4hcxQi@Z@Ot1m{erFaypb$LT4y+S zu$fm?;K1BUC7VC0ly$L}{3npLT=J##`gcV{y3+LI1-E-?d3noZn-BCkP~eC(FZV>e zd81c6Xf0~+%v@cW-*i07CY)wsauO^JI;3vDzNo+=qJNR46w@^J>H+RUPkJrI$qx@B z=qah{-pj04m%SNP=zS9PIaTfXS9yv!P77&35D+(wzCJl-#@mpagrJi6Pcp{=|4j~< zB_N4EUv}#6b5I!|2L6s0DpvF4|4q z*=JTD=fL3bGCKt1HHaVUUq`YGa$vx3=NH7B$W!D_!((0>&F=sG~s*koQp z&Ow3F=U>qy%ufv^HJ{_gD_B_ppyjStllAlk#BY9B*2aW&BT(J_S}zC%VxBc02S)@X z&bR5UB9ve?WjXsrRdY)yeee$;TaUpCyy3tZ6hi_1e{B6j2sGjw;i)v{DreIl@VOo` zzB@a7$j_euBG1Elstj-0y>XX8EFG5Rufbc)FMA4-)j+Pg_UO?gC`m%D7ODk4vpKu| zg~XrjcB&#h9V2ZkrgnpS;`^z}%Rhh9j80zg9sink)~vRDW?~_y{0=SgnyIp~#Z{76 z;wTTf1#q3aIDn`bK%-Fg(7gFNvu=Ga&Sjire2iJniEE_&h&cNbMI{jvIW7jXUd>J> zPnnxkJQc2jG9NLzN-HTVo}oY_kOK=`G%PH!!l)65(0D9lg_A}+hIxC*z$ za{5L7=um@)2Mk!G&ki@YHB4F|@VdQw$3VS91TG7Z$d<7PaK1s6G7SHkG~sP?b941N zmnSd3*q5VcjvjFRIgNl8mQ0v7UG38x5nEnDE6YP>PxwyFMj~6jc z4>uVgOg&ZtlrX(f=uZAi%gK%_vP_aRU4x!?6!@RPZ(dqmo&8pwI4LRV%FpE$yZuf) zdtN>oxfxmgA-c5{@>i0xxJmoF!h3!l6{MUI#tJy+=jYul6SXb}^nrYi*#-e?MGf+G zn$HSyBiJAMBrr2Q=;;nKWYYXz|IU@yepLvh>YnGSu-*4Q_Uj~FU9_Rb2>MsU-r9N3 z`|gwj>0R92-H|r8s%tML7dm>7+F`WO6Az``Vp2FSvY`V--nkfHB`^&Q zhe0(AT>uk>H9hd>LwwC4u?x>@MXFal&4&gg_i)2CitNfHDL#1YZ5urzLPd7f=x9rvaYQTL|ueG00_d!b%fj z5rVKw6oqf?KDNm!h;bvMs4{(0i6LXdPFHJ8+iZ-wz2+`@@r5Hur})wR`&U?4SRh9l zPozJRmk%Zvw7DkJqr&Lm@^QD1_~ZUyfq=dGkm1h!gN&naw;5%_UQ23-8n@gb?!Zq&}4lP=DBZPPx1?ZdpJzV}M z%bA*IVC)1#9bha(U3$QPhs$#2K3EVWBqX4Fh^Oy(PB@W~k(rL>iGdKkfPesWXrW0- z!TI?NTU%Ss&dw^5-{&nF&Ua-pW6R*&hGEk02u;IkAkaPm<9smzX43@j7biwA$=Le6 z#}Fxv)FqG|PuB8_ouNUOl#?s`4u2EzP(iY@HyVL6ObtN_dG{AYeMC$6Uw6!+TQoA3 z^PH;w^5V?ZRxbpqFuQJT;n$LKaZc;v@8ih;6hv`7{9JE{VsgiHMuj(NNPST=8#{Yw zxNC2Rl9lzdd?IgZWf{Fk0yr`2v&Aa@X6))`w_&0qG2$Xx(=hEJxbdbjv_ST>_KVtt zALQK#O{T0tmXtpS%ZomNKmXQ*(%fiw)%>NVhiZgU(e|;5m!UfXJ&i!gdFgkP_K7n+ zEH8##h3YT434;(96%MN;B~63WF_DDXA_h3KS4o z`}XbIpS``7o*oQne<1qp92~UG&)>7M+U8^45qQ=39-V!el+(PkOV{Y@t)2Ut<%U?m zP{{&5PV*t;<2^{N`UVDe^GCU0ku+Iu#10i7U}AY2OY7@Be)rrv0rqxPh<*)ORu`uF z2$=w8E2?>F>58<(?1q?7+%^K|OgCh8ZxF@FHD-9%gk2a*NtyvF*MQZKoqF_R< zmpb@kbJ@q@+0}!p^ABs|b_we5@bc^O21_rm2(SC-8(1JlnfKiH@uUI*h~?h2ZVC#; z`1p?X7aflsX2%sW!Ou1$A=$9A{n*6 zt$m^kJ1=lmA?^Jw4N-7(%ZB|JD>+8VsCGMq6;FKFN(BtOMV>-E>u_cSeToal$5|$fU0ymIL&TsZhFQ` zZ34RlAX0|HCbx#jhzM)w3z&7jsps}V1r13J9y(Mw*kA=TQmmT{Z9p01aj0v0&OkX7 zn%dVXA8!r;#@GZE0K>Z%m?Ui8%RSNQYL|Q2tq^+zcW5`(X2g73A0NDqx-hYZR-ox^!0U3mB{cmCzn)pgo=nt_5 zhQ`H-yNJ{Hkh-D=mOnl{4a-tgR96u#dKOTxf>UY(qC5**TfyS#luU&Yy}cZ$I3!9Y zmk?U59Ua@ZhbI|bO>gzFWY1PlOyn|M?CjA)$_t_SFX-uiQyk9iBZZ`&pkuV`5zYJ( z)N?nIo@Uq8J%!4Ia16)E-oCY|DYaYB)zy`ek+Gz_{H$l-IhfbNxC9}bKx6XtjUY5S zKs_|#Xd|7YlDlU!+1viM^t7y)j$U}a`Cn1r7|Cy>G?4WC8mGv{!Yl z+@J%Sl*70&=Xv_^pB9`RmVP{8{t1x9KrD1Y%s-O(Gq?(W1AqY)fX-uiM^lU%V_qMN>U{uI25Nx*-)2{ z6lf5XceTcr8v%`^vA;hlCdL?6O1+xRWeh){y%@ir@RD4z-aX;?7-Q9bymaJ?a=Dt7 zwl?$U=y)xYdqLt1baZNJYiEad`@r)P zNU7|0zhuM0!>uL<1_whCq!Pr^er#>&q;7^(U&=xg1*0D7M~}imxU{rmS?QSXTs-D^~L-C)iy8_&7vId=qQT#4O^e3j*F zH`Ie5oha+$2(B~$aH>Q7qMR-N1{fG+0$*@(N??8gvqYsgU5@we-9y40phFK~8%?DP z94!H^>FyRTR4R3A$6U)c#GR;k?ARcq%rHFEmH3#TBUhPKOZ|OQW9piYz2jV z+OVwG(t-j%9}GLh(?e^Ho#Xs`uKrli4R`Y)(JEg|dNf#^+xKHhgy7#BsJRIM{6FMx zD-foi*yP-egXt28M-4cd=U33|%x9|5=jzn)!u4*RpKloQC@d(r2p!i{SMLO&NU*=7 z0q$e<#>&b{2h4f?0vfQ3JY zhwoJ<4S=oN#>8U)2i5BPnwmVJDj!M{!+_@|27Op5pwBp-H7jt)!EBQk>C8qB5yAyb zQ_fP~GC{kN3NHYb-#>tmCs6&AQlCO$jgZCwhhzg$-sYB;H&>tq;Bi>H4dv4#O3G9v zEohC^tIT6nZ199ovML}1cV^Af@ zZ~KFzj_IEK=C;DaLu_t7zDpN@H_y_2vEDBA8L5~2pvC^BJI?ij_V^w8On)&lmSBC%|JLiacm<*i`+)&Vf#{KZ&!!0y4N^Wl0 zXS-jaxrwqDhk=0sGW&Fp?TaHeP66s#dkjbmGNFKgwsq$IrM7nA*DrB+nhcehAnr*( z&;m~jD7lN^Rhhu&RMdT-Y4s4?1E4l3hdw#}5ryd!0RMl%xGDt(Ulrz)W#fB@4v^> zJ^A69`E<2dsv?LTYo_WZ@-{^#tstv|y|J_r^fGBn2RS2gmsX7I&&$Q>UVhpCC8(VB z%F0N>(b4f_$=BPr#9>|S4)(qN_oj0dXjn}P<3G=0$uzVjYvkWAY|+%pj7SIH{(Z9e zJNwONDC%n--8KX&x8A>$jeD67%VJel^ZjsUC%!tdKq=z1&#hS)_5Hgd6qAxrvKj+! zmYSM+Ibpur@Br*kphf`TpS-NB%yP0AV)>_gf=N(0Ked0@uaGPt2S^)3!EBx)ZB6(v z8dMd~wVBM9E@39!xZ^!t3QFn>2f+J-t*CWpx>^DOTp(XHYyjyIAcgbR9|w$F|3wP~AM@PryU$5ttaquqUxUA%%y@GQ~LrZ(B z@^pb)c69v!8LvR=ZU@g?>u`N269f4f_tx-xZsOc6_{?8jUcLkn9W-Q-(bj^F8xy*D z9N>n>4bdZ8K2aZ_Tlnq}Q;_$Q$m@^>4sm5!<;Ok9`)U8Q0R2Gz{@*g&Wuzn9@BB6f zajew+FTx~jhY8~|DD!*{o12A^p(|p34rym~yf_&XmvSo|IvG?ElO9)%;1Q$z3TEEs6vX`G_txa6%*Iq@xQHJP0Y1L4i4*`YB9mr-nVWF+F)qo~L_`_&;` zS68M;yRLirn8AF)8ef9QX@)-z|IV*KCDq2R;q2UB8d$&wKVR-i;B`QcPZK7e;V*fv zDiE^1vCwt;(^!}=%87}28om6j)dVZaec_QUjmrOV0U*(n{4dcrY{1S55Fi7qI zCmsv{FUJ1D(xS;^*~5i}g=IA0D;<4rgFTf}I5Yru4gmKCZVb#9fhBWE$;h~o>aopb zHK)A*^UpdPC#R0t*+eK-BCQnU<$pn|gNT2l+{Ctq8UoCNEbe`U$_zqgnbWq;1uWk# zt*uEz$+tRJ#|JO3d2sN#fLoe0bWb44Q>e77oe8=5WLJXz?S(7+^F>g+bpriWJMzatqc%?2bF}>Vs;9Y^2b5Xb9%IKQ2!(Mbh7vZtEl6bE2ZTgU&|2 zVLY4_1jo-C_vq7qr$enw&{qK1r33JMCxFc0Y}P#grJ=f-3kE}}Ncgv$g;pcQkM}M- zIb=|X&>LW|FraiPhxg~`XA$L^|4|aFcfI0*dM4}pvwM}S1 zHs%|WAt&1%|IvfS%j(PxAQME{6W)57T0S7@*)Sg6-b;#&@d%N$Oo~WG>Wd(#4?u7799`Wbxd@E-dNchxJ_v^|xH!mT(J)?J-(q8@f zkEN=LhzD4n6_1x29a-}8^LGyPq{H=BDb`7Je|HABL+?HbyCOXy%nwpWP0`TNg+U@a zEbK#gxU$d6;m%I`E6I-6yJER2VJ{TB%ObOl$ICuN>FK=|6)DS2rRSfcW!y|jzf4uKCU85A>z5UCha`EOMh>LFrZnYN7f-b}Y_A}Ao(@cw zfSU&>+Y`|Hj0NDd!A%#SSp*h^R|4-C3;J@m*NbKE&K#kf6@^A5aueO>0}y$3z!qEy zI(i9HS){;#wbtEffX%@u`8@M%&7OCv%0gyZ*Qf`bKST9w}(O*4T*&8hA7z)LNcT5O=MSuC=xQt z4%sO}5<-#^$;uv~6v|Ha$oRkB-Oulw|8vfL&i(ZC7~jw5eZ8;iwXPcu&fU+hkOzfr zJEBl1-B;qpj7EmYBX9n!BbOPDFnuRvxBaW#sPCEi5Zawrj;&~nxng39Bsvk~#-fdt# z5D;gxW|OoyVAN%SWeg&$iN^pP%1>-SznyT3cHzw@^_%NlbhI0MgLH zLd#65v-v|vS_h3lr1qM_2ItwA%Y~ocoZor+)d`o*FGfkt$6jdiz3TtDv-A1>_^)nQ z0N4<%bkWp;_6C0(>t^*o3S#%W^d9=WEnrKKS--jZ77c+1xuA2qRCa(g+7m8Fela3K zQmAc#U~DYWUqy6JtJUS!XY^Pk{uuQR)B9?OqGkLkr@Oe#a}dp;Gdt9hPK#zY6@PHQ ze;y`U#sqAhSQtYyVE^a)`{KzCz`A6U4ywmXo30ahlq-`rZ@Rk=Hb14tIU~))OWQ@0 zGVqfi+VFqVFe>)(+1PV)Za@BK&&)m|WC4^dhdlO(G1N^GH9EhrP-RHd>-hj#_UN0R zy?OCmD_b8O_c{#7xSiG^F2Hm3uK`{@nak-R!q>cuuFr5=ZQFK_V%rU9`-j@I4I<{? z)z-Sai&jb3{4meU^;@=$`%7ufX!q`|lDpw*cmOo)os)LKK!AWG4-W3ZX6$Rj8%zWu zLtUHHelI-~ zt6BFgpYvz;!c;-YAIU8a&h+&3XgU14W{H{zNaJ zbqKR=7m5)|R&$A)^BPRQWoQoOp&Laav$Ie1xMw)RO>lWeOL&T7{w3M;;9vakkymYA z+Br)w$7oStxZ`#UeN%mG=)Uo_(2#5=90$00pIIp3bMZ=$I~DeT7q}KrvzPZ=Mdbx` zqlhNjXAFm)Y>@F-a!G%1@Xne8XuvHJ_A6*;FtAV>JT^LeqVJ$YxEkO(?LnMGtKKGyA@)DfCgV@u&bpXr1|UiN;XB>ti`!%z(D1Dn=R#Y<5UV zWGFTJa?QhN^sI>DYFUd&@W4u_`y!RQcIW`9qo<;iNfF&Lu?K0COG{Jr0L3;qJ3C{L zFT>|&8!M`nu90Wi=!IhAI6Ha?{MtoqOvWMeU<(`Aq8z;wO%JOr$X0Jby6;`}1lV8rMJu!FzZ$Lf~H~v@DEIz%~j>3?QX}eF_~;AUehg zZWgy+|JH&@rfx8nj2YBHYgs#8JB@fYF&c02K}|3|^}9_c_@b&BJ zsQ1$7b}yfc6V7jPhJQ5!b@={S9K+B0!$ALvuAXu+WyVdd>>7@zx%h{rrSlY zs&escbk!Y&^zu&a%6s$%&B-!~ubs!wLkeV{JM9K4YMlOys?vyW#EkrN{bOnwZR#Du zB2n2s`sR0YcOO3%84ak1AeZxtiz^PkLfBOZ4hUX=rhIEHlx0*O`qx}^6!9*}?C2~= znVVmnza@3L;JIGi*z*ST~^;~_}_{A50RSiQ-I$bB2*SOwmVoqCce5f z)pe*I_|sr(#%=@8WkE>039lH!Dkr|HY6_}yoQJaz=wzIW2U$1;W4psp6FZDZ3mt6r zw-s{LMXn7`-_I0$uEJ^Ambn+rE8c$H1CW`Z^r@f=>iRYg#dP3)kzF7T7pI3l;5n~O zI&SQJKLPaq*yX0j6kYfjV5E4^zhKaiYoUyWh(z3Kn^iUA!`KO_3REfg5E6E4>ja9y z#_5sv?CSm-0MkxgAAQJH@3Vs*@QDu^pyLZ;Rp%ZFguWWHR{Pp>7uex*4i02Nocm8l zyvD-9Lf_41JID~#1rub#0))Pol^_-s;SnCm@LqSlj)?DM|H8OTrMa~Lv0M@L3iYeG z(7^-^nQA)JEjxDZ#BeMy{$`3wJ8L#)pZaDh#x(oC`jK|4A}IdEY5)%X5FQkIjh+n~ zHgvx%eQ#(8qy(QYHJ;Ts_bDZ`E&YmpEH5C>({~%oS4gOXg2M{}5cyjx2RCotOmay5 zX*sq~Q)jotL*hdw@~}fnLXQ1@u#XxbuDtPy(mw2Z(n`1K{}e*Jdex3qQht?M*z7^L zDdoYui-?1_5TMz!<5oe`Zm#rnta}A@`x*FIN3k6Fcy!2Oir2CEKr{?C|Y7>8LCZ-M@ZDXAZHGS^yWv{Pcxow^{AD_-0lhkS-HP&zj zE_q>j@3MZ8;E|*fP( z7TZ}VKLzYx@x5k#X#Awj-Qi(D{@z}{s#?jhUau5yR;X35Zc<8Gdg7U8&~%;vdcjln ze-7YRGHrg6a4FB_n5_5h>tkK;Y1=!rCaa}$aaXU;UHD}{e>|sI?ZWhEQK%2AYQ~LXR|rDPHpAk!G0Gm5K^HoV+_GmR4vagY{TCH=}?J1hK5Hq7CKuP6sxPx z(e0&7Oc&kuP5mj4#FJSJ!fwvYn%UoERIN_b)0g)ez0F;4XICgRPIAqxuOoMv0m6d* zHJWFm>&$UT-V^mGTJzPs(dS@UiG&XIC>0&WeVcA%#O#&u5QUN@^X1o?8p7U9j$#g; z{kfK!SzPzWtEW#nAbp{p7C&j#;wKx#K!TnCn^eH%PzNCZ2pH9f<+-u0N=P<|{SgDm zPuQkH`QK3c!LvZbR0=&ds3Epi)klvgr$ikvLRc*s= z2c@+Pii%jfb{3b;AV|=>Jhme|+qUI1@MO_rDv?boD$;amS(rK_Bd4zW=zdU^pv)q# zqm!Lsw&PmGfP2bUcvCtoPb1vhCVo3Rhlp=e6V2y1iThz;wE1yy*nE8m?<{oxIQLt! zbP9gq!0O%$s!&T|DNVff`r5GJ<;(K6wzfVL`(W+R*p^n;`ay2Xr_U@sU-#>*th!fi zN%LB#%1H-?7zJm~La)75+n>I{jJ_>Lzb+KDvipQQIHdFf>j&4u`P2LM0nKmnAa_tl zgSiETEiEaz2H=wMSZ990zgz0~)j<_7Ytm5TLksiUBv$lf^f^Mr0%PG08(;{!OYjv8 zybyD7TaTPh<^K#Hj;G7{tKkY5@ZVt-9g*L{Apl@zF>>4*mPFD^Vr~W~N^;p1a^owO zaY5KZkF3Y#Ac*xm3f4&hA_IeipKyl0z!wR$I-(Ql2zw9=jPa!(B0`#@6CDr5Zwdnf za!(yk1l541mb=P{rJN5oY$|5qGa@JFD7x|~*p1lP3kwSyM0o>;#l<=669%lV3W(=8 z1Rj;18)a03w5jqgCCU_D(=R0!)OgwYf0?SM+&#V+x}mr4yt>+B-(Iz&k*A}#Dg^DB ziGCye?AU%`fnKB`T^;SXO(vO}odVT?ve1e{USC-BnrJ*AML<{k9iRh3V`u?oUMn5m zuwheZ_`^@QXNp|M7?8AFUTN?P$wk}U%mmu6X&`2x<#f9lWud858#V=^MT6D`YzI`6-4Ee&UMgKKXy0CCg60?HI&}(B@NpeW^_k z1c+F|@)<4^cCDfHXePdc|L6m_b>UUP<>tHi@E(2tZn)R7bgFXi;DxN%rK4b!`+Rom zf5$%u5JpW@djK63*l+wWH}l2&h_O)9s{MH#$<2p@k;5!=JOw{VW43_=Ayck+Vw8sK z@ZN?&CL&QswRE4X;&7k;;Tyqyg21Z~carOM3L`*@W{vXJ-bO?!lT<_)QB+f3q0jt- zJpLNj0V%&OV6e%&JOR2s>%0qg3(Lt}QBdgEvA4?1!eaREqDsMeJ&2|2N1c0qR`sg6 zZh|JRF=Tz?u?-Q?@?RFWC18BJE$f{dM$5v&^7Fo(07KD^n-4$r70oaD7~1stRcXi~ z1Td`U_xWNDZ%&wTe@Sgew4aaE?buimw7)DXj-u!;Lz~p3hTDE3ErIN;yU7~c;F?4* zMyMB5E?)Et3gY{6>I&HUP8}^{pB6Gmd3&a4@fSo*zDI#mOaV zz?Y|B;`FhhwqCb92Vqx5-sR>(Xjd{cvyxFM3m!!yep-F=gpYBeKR>P)0I6!LQS5k6{>0`cnN+0~C*RSngpJsL!p6k~(J_rFpME!-a(T0q1UiuJ=q{Q-X@waZR`QP&^y7Hgbcde-a z11#Kv;5!jOb-Z9~9|mEFBwUa}XZmVkoQ;j`561dj42lXi06oc)V~Dvx25`TBRyNUB z$-_%&Xk>I6STR#{`_o2CEbKi130GMn4LyGV;@n`6qwUERI zIuFfVYS}EL*FbIVs&Tb@_E2L^BIq7oa()<0(HQaMC5X92;x9~M>C{n>fsf+i*e!dL zqGDncAd~b949t9?m#TIQZxJ@e@SUcST4KinfWfQ6kg9vbDFg+_&A)T%+4^E-u_up6 z#HZ^#rMfI%)otE5R*_biYn+|w}}z3z9p5BKL0iC)w_@R?5 zT5_w^?bzM%P{*mxwclB^Lw2q*B~vZCh{(O78={vjtkqZc>g!KeN3;X*P`NUAVY-T=FfNkC!)t<> zL}X!wfmS3@-;(phi4*v1PCt5OUX6FW_y2VExj}tdS#Lp$$4@II21RQs#zHtf0pTy~ zdA?U9@j${zRXY$$@#{06I0!2QrWTkf&1B4qlMY#R3DICnwz4aNBFDoKfYCT z4G9k{v}XZs&nhOi9JvfH88H|TBNvcdnnH;}$Db6q`9ul()AB@v`vx40@a3(juXslm z=HuyT74F})YxYyAd6s4kXz0Dj_yW~K=xq|NPwd5Nb2idnVPfY)d^iAos~_W|_6INS_00uw4k z*n$R!?fCKBvg??z!7(T!wTB%uL@9jEKG1PN;rXJV07{XyJUl#^&xBU(9UR{C9k^vC zcV5N3CG?W9_xr~wk~;Tv1eN)Z^JDsj!CA@DlCxD*Y;BrO0Tq6epIFI~clm1!TIQX* z_XVh>N@ce@L8^!Gyz7GQ=pJouWTcUy8H7A^_%)TJ%ILu@xx7@` z_ef6{es3diI%nhzQqRWuf&eUQTBqSD^jR>r(dvS!p4hp~KKI_94oVO365}}k;0h;F z{6Zrle7;;cv{JTlX_oOrFV(NfXnOnSkNu*vbZWj6Cc*$2RHPs6WyUhZ3NonyR7Ox$ z!RT%}x^l9~3w;pL-MqVCgdTM}v-l$nUkWyYRxRIgC-Np-V_6{(g-;jIZnsQ*&)5?- zgkZv~Zvwi2gam+pQds^RFII!xK^IT}(E^ugFyF~$MK))aR)c*&>IC6-jEX@jg17qk z{{3mM=`~xnZR>-;${o8y{|VT{x9PmPk_5pMkxO8XPHD8n445QjOZ-I`jmu_*M;5uV&9uu4b;^kA!$!VFKlS|hy#w36jhbZ*%*eZK^R)2+Zn;+k* z_1vDHKNL3+v2mcvz>%5^Y;k(1Yd0wSvKYY+ot+Ff9ggAWM{KGtg0j(RmR*{fkHf=h62hd#L_{|22{erts#=&* zEg#7%PfguvKYTD>$@#kbql|UBx_>4nLf*5J0YmL!>M!Di#f%SDzk+n9kl|O=)s>i) zl35Q3F`(>&?16S9(gfDhqjulkRBtY(*hs>I(MNoQZPsgMH{zWk(BNjH$0#j_zJ;ml zA+j*1;Ira~>=`0!F!7i-->fW-yqRuNB&IOKMOxq|#sE3#U!4*Wal%UtITD*Bbt0U+ zAA|ST#0=_&ef&QyfS~oWE7X*fX3#alRH68ye7!YZ7?MZull{JDbLOSvV4VG8V`DeS z`^jO~js;r3RP0ZfGdp!K_scoxR$SUk4^`|J&bdB7g;ET-9`_PIH!uQdZYRqi=?Z*pI5R>s)Yt^3vfs^ep*z7W8HaG_J~ zgF7H*xp?s+iPveXzPGgG-rfBbgwY36{-h&qw8sv3311s-c&jIZQpdwM=ZR*!<4ada zLfi)*z2al#6@8;W<@4LJaq=v#k?hnjCfqw0TB-w0;l!@ASv0^oyZ2gjX(96FS zy_B{%tY+#I1Os5e?MT!!J9q9RQUGv4ZnKXF5DPoycO&bXFARc%o%uXL3@6IFDt$>9 z5oGg;?IU=hr8Am|7G7fRmX$C+!H)kqOaR@CASW3N!Qt(?*qdx z#cm4=_y$NorD3*yUSm`PALj$COwH8bc2rQjWS9QFz}e1qZrCS3Ul0=k7ILlJhpGJj zvrYz~rP#=C(%kX~?%eq%H7@fy@z$-Th-ViiHLh$))~8z=!hJw1ghpXaL?ZrYjwE(T zsjXXY3!G&!3yrR-o%3yX52oEl!S>EI!B;MK4u2HmbZFpF{#@sH=_=Iu;sBQdv<0mr zKkq2T^{Vs4U2=DROh-2(gHpn0C?)`LLWMn9r+LT=~8#7uf70!y_k;)L> zCKz17aIFDUMS`ipMSKLHq;F0nFF|xB{j7kbpp5?HE2=A~VAnZH!lAS1u#7b60_#1t_OoJ+}e) zg!C^+_aY7G2Z|F3&)P+=hU8+R*@q<893U^QN!H2-ryBeoMcUdkAx4GDK8?FsWlJpFQx%dwJTnPoDI`KW*6h%u+xT zI_5xB*&X3wik0sqV_e+&o~W7lt~21VmfiP5RzqWm- z`$k94p^vE3XR04?7&xVsLaX3wc*UxHWuTqC!Uv)-h3lpSNqY1@rOt0wc+znJV%FJ& z6XX!>?*zsDt+ng@0s>6%Aoz{vjzD?NkB!G9i|zF3+m{l&z1Ne)49JKt&dya}y0-g> zzQEriXai}&d+_-Ye?OMfB0Xur_vf=CxZcnW5NjI{;OiMM^Z; zLn(2!%`R*R6zFzFp$C9cFl&rgjZaTZ7}fG*I}ZM;YdRe+qs>E`jH;YRU93xKAAUz=-aA&85(wT6yjsxoi9VQppPa$#y##i)$jDc9z( zu6xDI=d4tup2X1u7tR$VS~k+>-5@^SDa9hf1!IG?Jf$#ogGzFhv%>tEiWED zSsifSCKEA1gI{tvFi4t@p%*2i)XU>ykBJTebMFE|x@s8Tpv6CdA@c(|6+h&Y-SXf3 z3}z*SMbR=b*|t4zv?S4AkRv9Md->v}t8-OkI(spnfAfUp1sXA+B9a!jjeh;kNx710MKpyKAae!l)PbwgW6eFt-W zI^Y)j?`x3IOv|BcFUIb(?{YeL$lhPS?q+52y+V9tHWb*~@ZhwqmbK8WUmTk5;0{j< zzsKLBs3a$stQ>#TIyXN@CQCDx(r<}4iUhg$?g`0>*li-QGS3Q4hS_LG4u+wN(-7Js-{}VYHJ|R$^FSmNnYc^|)-zc? z>=0rBnv(4R**p?*@PhkYA@TQG`NY-ZcqZmVtKFGDLS6G90f87C@h)B*3GShQNGrL; zAy^@24CN>~pL);HTTqZyQB6Nk&uAq+515{aZ8yLJa}l6T(2ZMtshK13NDe}djaC?h zHC66)B;kUks>IR6+#=e$!hL(?uTw-9z&M`m_;x5B2akov5a-Dlc${ial}Oq%sKZY(vh}^LFmE_bBpkKuK_tFQ!Cd74F5J>ag?e+2s3aUk|f@&sEb8Y9?*qFbc zUm~QNAT^lQpD?TaxFUi|_NCB)m8_fsuCmG*ZEI&&k7GcD8E`_g9zGG-|Cp`qu8#xX zu@KxOB!EO$Pp^*283KdwIFVeAk=Y{ys_&vlue^FB^f~?7$e#A`y^y?3Oiz}*f4>$6 zBzR207$RCOc-!tHG3@y`^1i-LH-og;)vnIM@?PL~i@%2V?bvqpvkgNHt4~TlnHrCe zb#-&`f|O&eU7l3LSw!Nfa8-NQ7YNz0QW(k-BiK}c7YQHQ>ewj?0VJzPXKyLB3PX*h<}ys<<1u4lJyLSG0ngzJi`NA_jz-&GbwH-X%WK4BA6QM+RBrK{`sF zeZg4ITqQ)nZRAmX&CF7W;ARxLz8!7A7gZ)z(CfsPj%G6!<8y!qOnxM<4K zOluwHFW@?S_z9AfMkQV({H$q9!h-H6*M(o{6_p*o-MZ!K)x@+=kgfkJlASb6E<&Pg7U0)iX*yucG*Y6u{|B;I<@V-!L zwzbV)cpmsF&Cfd|Bv7&bUHivZ(*XCZ4&UE%etQ07TFR>1dXAo|(yHYBAp*AD7tuOY zUxH2)8n~4yli4`uG$1WNviSdx$3JrTfcWyXIw&e{%?v)LSm=|cP_vtGzP5Jg5uyNI z1x8VqhU9D_0KAkd+xDTD8fNF)2?+_8bO41$tZ2PbT{@0w8xb*gk<|U51tB#BaDkfO zt3t6h7!nh*ALj~qjP(iHY8bX4*(iEH`A`T35lBG$a50$80;i3`RY<#M59fQD)lU5D z5C($w?AUB(ybg7+T_Cz8o?J#}%+1Y*N-@O2S%Ik16MuoGTB-W?>LUpy3FzH+6j)3g zM0JpzFa?M)kVz~C-x4OLk5Sw1t2>%9=~-+1d=|Tp39{<(!B0Lq1%4f`g5X{S6V8P` z@N!4uT8Jg+=yttyYd?HGUQ~X06D8T;4IDW_=7zTTUa9cMHBxo>BwT+BF~lz3Dk zHk?**YlD6z^~S>tl(I*TaL>6#UK9D;*QfWcSy>|JK1_BZSC5KlA$P2InM)n;63MT4 zAF-U~_KSDvSGTgSfBDWMId-$WF?vNSQ4UABjLxi3e&*2s0HEahb(ZRAwuXwnvwSS% z^xY|R!ze{e^Si7UR;uB>C5dw+3-ofY=XX3rBrf3n#;NhGw#Lj8btzHc zqfVKR0q4ZG^hT4T_~1_3cN|#{F6#J4wO}|wYO=7i`yjUhUCdcUMINP?ecSIk-pnd} z9{m;^nf}e03q)aoTX412iAngXUu2eck_xB2{fn~Zt|%vQrL)$WLFSbE)cB6>fcDpR ztlK{&g%y!dWv#6dnEHB0N0(|wxDU%_Y0|2sQh>?N)GmqPaGNc!&*qOhY+$nbO_$;B zbuOj&^&O`Q)w1f?u43yzqJ_EugP?1Q*ZR%;XG``<2Yo+u@v;C6*E+gAogE$E%=R0@ zDFQ#H#>7;LWu5jtMEHFDb=36G1>KwOY=}bJk=*^i@POXK zC{~2|ImpUdGwN(_|DB}ZVb94z<;a*A7DpFK0`*3Q=LzeAoSYx9+pV;pOf66NyF6-% zlDKz+BQ-$h38d!|fv@<=ya@=5D-Kh0fYpen1lJX?oJ`+W85xd)5EO+7-3$3%Fq2@EAj>VhhZc7N8JlJXi+hXp95{dyNLt&X7}M# z>g(%cJx!Cmu3_jZaa%rocyVzY=q!{lAz*6}YhA?gar|yV0yADEBP?@)glB1FKm_dC z&Bf^oQ?J0poFGfOJquAQ;hKGk=sgbc+r5g9fVfo z;i<{|igO8q2=?6rr(f55NUYbRp_-FRRfu?a(vFGXa5z$?=(x<6p`w610!NxG_QQnG zEq&n{Ob5r2VFN_Fw$lJ1gCuD1%UUKAqMP>hodTOX)oGo5X_OUQVhRKs1f0P*kBE=m zIB<%jWd)G}g&Z0hat+oLMeq1&&tyL{d;##+|8nBt;Bden;F}=yl6vNE?#q{?;**sO zIKy9?o${brn}DQ_cHi!r)H{lARvekVydEK%gAyHnYE2}`zv9+kg+}` zVFh6D;0{^&#DV~@=z31gEkI|7r>-g{^l;U~tmwfOL^gR~L0`dhsTfz6kP9lk@D)x)3W%vfr zsx!kIY(9pu{2)L7WPI)54$rZ<;|(PxCG4DYs;C_uSa*O>f?jaAeYjA}moZxrd>Res z6zN8BFZ%Z0RDuf+KBR~FFwFa-d93z5yk@Yg;0V4|A9B!*0m=dH2%m+JB9iw~8L^fV zfe&e1411|DBQ!!;7?8S_=sUnx{jQ2Bm-2fF&AB6F!HA@Q37vd*R155XpO>@Q%F6X_E8^fI8|g=ct}W7G{Otc}rk?%$ zByc=&Wr@0dc5mfXRCd59dFO=How&ID`tk9)%I9S>T8V+(zwvDTyLV0f3)xaqQkHNz zR^Hc3J*%_kF3pRV=P37F)23sf6&Ynz*{mg#~K+w0s(jDT$4_Z+tuui}Hb6fhfbDGAp(!h!t8nOD8Os>t*pr9Q87v1M4 zVc++W@(>oX;eDf7BLErNQRGO#C%C|{#I47H8Ks~*0z>~We-2d?1hBD<4d~onCKBF@ zbqpA~oDiyjPX#Cqv}qG>>kgqA{@C6g1yl>6g%JNz<6wim02zN93<>53{1-zrvze#$ zM7zVE;kUdWL?4O7BBv8duCMK>K?Jtv+szS-$~>{M{Dwx&dsJEC!*e<6?%~#oZ=b1< zhZ3$}HsokTM${Fre@>CYsR4jm=Fy7&=@+=I?%YXK+if)dK*{yvUKLA+If}%>i}xGT zo}_Vxy?K;7KRZ}<>sOtL4KIPH7;iQ_{7OJgDXnxaL zOW7*GAyluN>`C6GQui_Pur{A61K-k-+qMFG?77bVt+}Xsau~qXT}JnRHMP6sUo$hm z|37E_Loy0bUYh@Ts2VBKRj3yMSSh_>)Swfh(deov{SsH=tMs2(9~ly2G&}X-^~&sr zvnh?_@&r5o4&i-3L97)N9m|g7I!3{2iGi8eC$OCPoR1qdG<@dJQ|#)A27LuTr?j}K z>JvDlh;xuA$MH=s9}5!#Y>e5SL^)!-DJeY{?pOH%sK?;f;)05zPAHSPpodz)rXo4O zp)iQ{qJc$TsXfj&e|EqMB|KQqG_w@`v%za*X-9wp0KoodW~SunKqBT0=Qzo1po)Yn z1?uT)SR*<5tt8g<^XCnZPSr@RuA%EZDC8F0+i~&bUkPt8&BAe1VO1KgV~;g6_6ivu zNT_=xZ~H1_`YOFe{m(w;?{X@FC)Z`XR_A*`0a3!>wClQcqJOe)b23)pnh!FLSandSZabFO_#=Mzpzt2!J5I{O4;G0@ zfr0ZBaxS8m5z>MX=Z#3Hlz;L2HWbsxEE^64^e>?FU3%+YBr|l{VRd=sm!(Yn&{Epu z%#0ZhRv_c4P{37$K+RnN=u99Is6Z7u){I-cBAi?185JEr_M(Y7+ zrXGPTX0C5r5d*Pj)s~67atluJhRvI!4%Oj}WbXKzmy@%gvwjUoQbISw1xzkG>gil` zLL@dz(!wHsi@nT5?1tPjOQ`~J#;ntFuhmEZ5X54MIDCl1dhSMl_+I(V;i?R;(}hLf_O6!-1JvDl9v2q~7$ zU|XB=zh2;`hnO#rVPV}!TXrSRJvBA#(*Yz?yRmU1ihCoj`H4S9cRNLvCgX1LMz{)^X+y9M-YatIIX>TZ>_s&1f9h{q; zC80cO&zG4x!3^P8A_Tx2ztY$CNx$CvAg`jAbv3u1oiHRY4rUM%PlweIQXU>}D~{z^ z)H9K39SH!{GY>)LK_{GmdXhT}jrL^Owj-Z>xmHdX7#NV~J`9uZAc(_!aPJaH@WAC^ zf}L-*F@hOo+Yjud{*3B3gbP+Xt1YtxRT`NdRo_KeR?Z;O4DC-Zlvk;%NKjvCb$X`3 zjsB8g+ISC6C_XGMEY$FuTh{WnA}A}~L!dF|ium@^@7}%n)R)4dLe=!ZcI)h0E%Ppn znVAYavUo=jcJ%qa&MW&Fg|&P-i{72?Hyy&tBDZOMFYRG`Dp!5!(7fg^N69rP(gHS3 zj|Jr86B3C06dU3JEJxg+#LTkUynbOF00_poM?e`4by8=xeggzCx|=Pilw~bfql;PI?IV zFQTUdO3xuARH&;zfZ|(&DY~|kbR+0*`labs&%z2wXgZSAga`WscxhfeeA_S(;?^ay zQ4*%tZR&aMjI3-^ft^7>=><4+5AgDyn_bW1F@U)gCNfyiD^N~_oPT$hYUg&>*WZV2 zUIm%4B%Tu@S(4og$tS%ql^J^j^6N=DEe=@vjtECgNI9)T6WRTDcdD$cFn%>H``8wY zpBW+n%a*jAhf+cy-@@%4929XO>cb zxhLo0&?=OqlL*K@dy7o1OxJisTqYN!3u$@JcTdTyFM;x1uZFEg}#gQuBiEO-B|12to@79ojU5w(F+Y(}9Yf$?xLq`F~8N!1?_l;PNgH)f*O*YACSxGEvFg(@@7T+CpG9Q(8n zs^4p&6LB%LR{Q=$C1uff;_S(xG_}-wj18pUh|v8{1e0?WP7Ba}A0Y_jvpZ}lK=L!N z6k`j)D%!-ZqTMDN%5g#AE{Hy97awkuy~e|UMvI&tbcBka1+gB&nZ(IlGQfhIzRLRp z2)7+5U0pr`ntg70hNOhT^MKW*wX@N{HTs5zxR@Unav)>37M~$W-L!i%v8llJEB}ZD zf+`^aHXm$A0;s7oTO!whzU2mljJ%(j$&U%^y7e(dHNVOV%-mmat}Zt%^;QI|4&ES> z7f5`|Z*NZFn{WsS&~b1)l{<7E-6OHSk-Y+Vju#5sqoSkb-KF^Vzb-v@X33V3=Dga) zEbiY{l-yzdkGpkGSeV)ihy{^Z0j&ZF*8hQ7h!d&pay=oAbdmv|RH_idmGroYVo^Xy^%W4rqrckME67)e)4r9fsA z2^rciTwb+F2pNE|4?L^L|CE%U>goionGpzpc{ZZ|#>R=i(KqQ!*arGO z0ri1arwIl?azGFoQn!f0Baab%9`ew=kdxnB7T=HMmIZb_C#+X{1CDT?;nJ9}ROOB! zDk!v^$4H*yVO>kjyB(-?uz8Y9D0D|8rJpT*(XXS#?Ifz)3n9CGqAoAk>MKlc@DXAZ zC+;IID0D#6dQqkY`T41!ePAg~7BJGsL6Z}Nw59YplWe#N!QG=+hn-&KOo(N=jm;YO=?;x&_*sM~H z>ZovgPZxqv60Ie0t6UJvxtG2}yHDmUnBhs7@7Ji%3?#&}aC28@X5n%t@}tQget$pK z)dfMYP2zoFY_?OCKLpa#wa?>E(;*jQ)#xG6=GkHN*&@TrDlapJAZ$DV%5+9~DWA2QPJR8_Cca`@F6<^*Al zXBvBb)V#%y_?)Mb?~rJX8Lk%#xR$DLv8$cKctrV8&jR22OdD`Jyg(Z{=_%qJuNqg) z^*FtirF;%s8m`}_+tH_6Gx`ke>@*oX=i*b?241I7O|xey@I)GjeVVHJYd`S2^l9#P z_WMhTR5&p73Elh20?=|+axa5;MN~N-U=`j){BG6YGt;2t-Y_B#u!kVNApLV^k;+aI z;Xl=lQ+%wfe0ufJ)?1i-H>9p}a&+uP`$h6Q2$BG5I(G%Vy94A8C=sVoyMBKe4+;z< zyA8~3V1U8~9bIv{2}z>k$CoBJEk+|CA;Fhc(aK+j`I2DD0Y}~@s--H>Uv(%qCjQKUtd$8l8s9|lUlYsd?7wfHNgCvzR=Q<#xaZWcX`6s_IUo<9+iGC^jV=0 zcaGDoMQZdJYO}F}&=9B%i6%~cT!bVRy-Bt&C zd#kxqLXP~ZJ*E?;o28c2JcQ3M)tmO9v%Yke!v@K84I_h+^%6gO3|-nHii71}RUPmw zAk3!7e<)OMNF?rMbfh5ry?^>Y&<5!8hQ&Ir#{xdvUtr;nT5qGG`u8uf`3IPIk^OT1 zY0Bfr8}haFT(^^zp!Q5sM0O6i60%60%%J$lNQlP8T;L2@Kq*_DafphXtyzpM<=bm* zV^fD&$?TnvOJa+aAnl=ZhTq@aeuE9P7~k76dn^TBk~#)b9!ejmc<=D;o_v6Y3@VoC z7klv7XI0%s9+{(TPmoXfa+7=mQI79VsJ zIdQ~^NW5?1@>b{)<-Sl>U44(n#Oz=}=HuXx3@4A=CkPTmj5i8gkFp*KH#Dy z!ujet9zo8C{-114A_Whu<=f9HoL_ff|Tno%CRao>fxDprhdEBgA!Qqp7AjPZAJc=6Vw!ouJC``JWDsM=)7x9}bR z)UT@f2rodFto@5Jjr3e!oqLG+b8E{@h$kfwIc)GSzo@u47eoW0M+L5rNI zesCO#n(FH~gJcC1*x{=9>3=?sv{dfm)GW9)Nv;{bNF7=Rc_k&jF*HXcb_$c^3oH>E zZp-?6-@~`j(i8&>Rue@N;#Nn&EWi;Mx- z(;4rGF$9fA(apcFF1eu-hjKPdu)cyd1-cC)X~QEze~gjuug-mSPCDYRWD;|2$kI8f z{pt#r_ibil$mJ~tUl^I`XP>aUzE*2MTvxAfN6^dB@wbcO-!?q%F5@cXnzgk})QEh3 z^YfaqmM&dUI~mtbK7~Nx?Xs*@6%~)oz9qlRrv6-^uXS5s&x zre)DenhpR4QhiSMq~~z>f10%|z|DRDGwqdFU7!Z2@ry$O%2kAUquJr-QRn+zf@*}^ zHOuSkyYZSKQyauQ=UUfWK-h>W|0(?4d8(|>E>M?!ZKcoX(cNl!%z=k5t|MS~(GIuZ zAN7>Ihz)ws*Uu7xl}31E;PPJ#<`xuKfb0VDF!?+Iqty@r_04TSnV3L!L~~V@1+y@5 zhagj4#hhOO?lGJc^d;VI+@+ImWl zol+GnJ)#0Xw~Xw$cELZ(?l@!jIu+~MftqxB*?7wg*3npYmq(?NA!TFc}T6B&Oa zjSmU*dk8jM;u?|?RfD_v^8*%XA(uaiG6}GvLVuQs4uK}^Z>{0c2GGke4b^r6svaqQ zGe|QRTxCk`8sk~8Qp1gL3>ThFI^X-YD>B@E@Q=}??blx4@ltGQk@i}6;IV?S<`-_P z$KbJ&Ju%|K*gS1l|HnT#m`pp^nAP+OkQ)#vAEGPP)!;+}OBBqANh+%K03=E_RboUk z`(?fnVNFti_K_tmU~TvHwIFb%%5UHFz1Wx(fXJUYbB3H=oGa|j@f>jg=t6=X$a8~w zPJYHmt^x9nE!%WzLfH+XvyM@fZr>u}Fv-TJllL71)s;togzMY3Jo#-`owV<^VERe< z?KXFcqfWAKvZi_7pQ5rk`6Q=9UV)TPWO$9yU@)`EtrFVvrC;tVoIAAZr@5*ze`7=S zJ#MPtj`I%fsz?q;!%Zo{8zr38QtVTc549|4}Bhi8@9(D8}Y= z%BGnkTKn!A^IcH(kjd^{D!wOwH!jA9X%>Du$?H2A6*SY?CCPfyL!p1ICVuh;p?to_Fa(YbCX z?9|y0+;h1V;(Qr$12@A)d zQj-=CgVc(n8*oh^t0XW2*5SxhRi^d-Igr~PopRd+d=`rC+XkCh69R%N(pr<3Z|wVK zQQzD1oRU&}e$CiWb9b=to%Hf|MYZSn;r6i!*hOR*o88=AIyrJS?NTlExCz75R-J|Y zyHCV@Tw7?{K%1#yJX89(P%Y`e*>tJK7vd7}63T)W99Dv9_1liTwan@E2TPNs{pv9| zdX24H)_BNI8YmZi&I-(Z73yB&aZ}0T26y0!Z@ii2t}}7fZnX`%lqfliLfi zx=TNth+6-jphhW9I0CGR{4E)uHiQ&`Jgda2IkG5}3}7RrSBGe@4S^2+NDI)*_|Vk7 zW^a9cdovbqmBWv+jk&X!+AtSs#;DNr8refFh-}I_oFLv!cfw^-8XMBpITq)}>v50r zUGQXr5SI(9ywtI11!)Ivv%f1UD>p+1XWR3-BDgMgD8YSyN!EUS$=D^)+5Mttv)|sF z80_8)Sy7VR+tj4ueURpSXq|}?`~-bF+RFn~CZA^=>Y1^ZNWV zZz%Fy(pt)Q(|gHEcYW6Ld+p%eSr^+_q_}%@HBmSuKZw#{pgzoP0Gbf0{$Ks}hU5B& ztY7-Q&5sS#*?iO}IbA_VXujt=%tDcWUSASZa_VJWl zV`O9$D(U&@OGgLX9HK;u2812f_QPX5+}y?>p-HEPPzqywMzbB5qh4SF$bE%YZW4lg z1;YyI(;!PAvLY0g9P`a`VClS@y0KvFB@}`Bu0!nD@pky+IP(L5U_=Xp+qAaRx+U#B za6;Y$Zx>F8|6jm+gW6XCi}pfBD?gBDWGWz4e=SPL7Lr}rYr@IPyWI^T#2ptQllGF9 z!prgARKQ{Rk5RmQk^CP!nlJf`jF*aU9RK(Yl`&#+5HsfpP>d9`Fi73_9;b@asR+(rIj0Cx10ZbOw7Kw zk(f0|76mRhl_!sbKuW?5WM26PWyl3G^}5itv$M1Ab6=fb?#gf(1P^)~PY#XIdCX(H zi!-ibQv>xJK-+NMF0p;7C`oM}8R{vO0B?H28b%6X0JRl0HHuzr+`N!|0}z*lxA6~T z66Jn7|H)0m2EgIscun9!d=L_H8gcSy_mNX$as_2Q(8>O>-sr~9Si?!^=8vt`9mfW? z#mmhp{K?%tEA{rnR~d^=xgt}eDExt>(do7L4EsCa2v||h47W*Z z=>|TH+Wi@k;PJxF%Cy@n4%yFp@BKrr9dEY(whc_EpueSu${-cj`BMKcPxh{-O0jpP zk{(EkNk$zpF#k7Q0{F6kq!0z|3dArQ+If@SUA^bEj&^OtBxl33hM3XDU7RX=uN2;t z3(`+|r=jbYuRz&${UMzK_ZQ(?3RPoEBK;MQ*xo%(JVTW#N2oaj5)g$F#M7}eaR}T4 zsZ5sr5;G0>@#U;CvJhR7mq6A`8?$2@fPBBhazhMMxzeVI!+#h(Zc8ueR6q z`{4G8dKfj%yp3tcj(6zph-vG9KgAHh3F4CjPlN^VGf`dWD{?o$Bm~YhAf4}@CgbDc@~A&`TXg5 zN>jdeF(2GydMg-b$%Bs!f~PJ4&NQh0wm zdVmb>bEp4a)Gedz+jq!)|k+Lh>mP}3(G569D~;$ zt-?t+T|9mysO4=?5uFBr1w0`MdKLG@p{E#SD~(n3Au_;W{Ye5DaE(B0!%b7@){oP{ z#>-oqnFZhhn6*Nvs)i79(lMQpQi?sRPfK|lexbjdp%1@#NU8*Ld_#Mrs zA7qo>4VTFr-lte-Jm9C5Bw>4<%KYT-@jZ${9&+AI{TsRID`YBk72kN}hTTOYVr*uk z6!d`M;nBwDH{ITdid|lrtf9No6a3+}_rrSuiU~E3Z}pZ*UH{$jzE#Zaa#XaEn4F;2 zy{lKmuRp4-Jx7zRhwUW+5VzWzne%%r%{TQIy*K9;dM}qn_E^?Sd?$nzf?li zwP&|F|LeE~upk0qk?J7ii1-|8g(CS2=K<~@_w(_kF0{LFYXxt3%GlA_8EWvSEA|pa zuDT~rP{`ASmZm59V%My?ni6mCuZtCFcpgU^mtg;E=-Xk@FCY9}uZ5o`O=vF29yi$2YB$CD zdHy2f96&!oYoe_H#`c(aP!6aXVIn?;z#nu1vPe_v0R7I4$giv{;#)`4cmPUCpp4bm z{O8rl6gYf~`w?#=5~&|t7D&F9eFl@+)|`P;(Vo5nVgByt*!E3dDcn>4w#&-#C4bUc z-w1`eiusIk4mLv@6X}BIdY8L}!g0evd7Z9Td?J3uV?LP4XL#E-O&jr$JZ zJ+OI|cu)-^t8YZF0lvVo*@J^y0mqmZ$I1zeS=UFqt90y2WXdD?1}V9vbal^aaCgLn zNymjX&WjY^l6vp6ap*=uC#7{H^FH7V{q`ItIZ}N0bDHB zxPAMga&+0yxaN0{r42gGV}2rzR6T`L7r8F%36x!PPV!dR@f56PqLuk}W$6d+Tc+LE zi*DSrvRoQ|{Un3GfA{&6{_VdjyG7$76tK{cJe>c@FX_KQgif67m`cpY&_s}!EKoO! z52_mh`M@y1Zyk$x{O);9IV|q$t&s_^?8%{i#X!j}%et1Sbo){03+b#W4Fyz7w70fK zD9~}UhwnMIH>iK)9w+}`)j8##W%-jeI$M}hDfOqP6ub|tn;C9ST zcxxr8kgbtO{5!ms=I1c(;Y{uPdr(k2;a-yX+Sc4029+MM1Vfg>{hoI9A@oJi>5#O2 zTxu^64-7StjKG5{CQ1(Hcm3AapBJ#b z7eAN=Lq*!-xhe*cU5I1^YnG-Wq?|<{E-vdpeg#r20SAZdU%TY=>!?eI$`uV~3ENpL zWRbA>QuZS)tyC=K8PYTW8~s0?zB`=jw(q|!Dh;EOaVgm;6-uHMg=`U_C?m-xlvHMf zviD4gNM>Y|l)YWD_sYsBWc^-e*ZutdxR2vG?xW}Gy1$>#=RDu<*CgyNToe$&frmu4 zf~RV-L~?Vi3b#2#PKXwVEScDnp>-SBnEa1PccCm~8&KHNJHSK6dp-NgmLt!;{jgnF z==ULsKu~<>nKVKPfxylq@u6#6<{@r_{ZlXL=WoP0{j;YNc{T<5gcTb`oE!XqfA)D_K>;%vwX`m-1TX8YQQyPJCSPYZEXRxumk2HK1)Hut z0u+j4&0oWO_>M+76N}5@74ySX4;xM-cE@qxSG_&?jisM{kGPvo$+Rz&A8-Uc zueu(sq@%=DzfU&U!^5nmiY>Qb8ryoCR>c%?0HraROI$w%4l>b~r$Ojqa z@3O#j2_gH-bFsGn$$-ocv$=_RR|W3&rm1Eaw;o?Cu7G!VJ%l&>GLcX$St4B* z;@g|)E4VH(XZn@?sYBO@MyBB>P`fY+Scb^R{|Ap>!FdT3D*D~KpXuH$5T4qii=EeZ z7~=Gk0PTF4q(zQF5&*t})aOE`w06ucRVj&}bb0S6^sy?MMj_aE-QEFFpuPor0NZB|rJ@u0F;zkYC!#~gdXrmauroaeL! z+lS^aoy=qB6U_swSn{W7xPwM9!j&$2rINS;pN9DR~N1 zSALcAZjJxvtMo37+bOIV$OS@Z{~89&D^J1hfXX6P7>xNQ(VvT%>CKTo_po8CCs_|V z@Cv|=#`^5TX8)idqIM)EPrSyk{cgI!cU^MiYK?%ll0`Uk=SkaUi((I&BNwjs{R|t7 z?CSE@c)s1CK1BEt-Gv!?`a3^IUVj?AF&Iw$#!beP-q1?8qOx+d?d=I2ukAO}bu$7Q zPc`ihtCrMPrC*w#C^>w>k6Mlodi1hS`BFq353pxk7gtt1C|1Ps`w%Yy8mtGynfC85 z2dc#OBv$eRf*%31>m$trW$S9{+USEK3O$T}>K|>VS*Uk9B%uA7G|b@~X)Q&O1<7Ns zGdwvXxu-=7kzpi12$n!3e42rnH)@9`Wd^sXFPgf@i`ASQbVd1~2@izW1d=8nDvZi} znjg#Z3YJD@`&4RjOsbncicEIqxIHYD*8K3Yj)LV4qr~O3mj0gT;@T;@07!74HeTjG345$ zWA-X5{TddHv=HKuz#)T^;464nsms#hQ$M8diQQNp+oX`Act|7rj#Kab&2>Ls4e2)) zC^I16XUce^rv`et!y`_9KmsAOcE zgAIIUR&I~wB;%7`DY*|$kwVQB)sDWt(ZGmHsoL_P&-u)iQE`$hZCVFD@8|bhK37GV zF*;xp(gB$W)=2FudYPdf+6aO#0Z5AP6~$YISsFwuzj3EXF~D;ePP7AJ&UaY)6DWx z_u5y?_28df`gx^C#0n1B-2}o03&?3h*ux`eshJg&HB~OE zt8;mKZz0xrNEW2z3Z26)i3*m!3}@s)@P{v?^EXWT5>?$|mC7Hs2|cOSzXj9RcjN4e zU`Rc2y1h{v8SD6P0@9usc!PnOt9*ry0_24d0gAxF`>H6$VSXm-E*U+b0{8@p;KXX= zI+DlXFyDCzbQFpH!~f4bQ-mL}2^-cQ%nwGy+5cqgT_^kUq!5yg(2gM-B5y5}Crt%R zyTS=)3~KUS#R#`}$DI^a9&(%l%?iHo)K0H~25oxEs;aI?l+w?re=DIZuJIR#zvws085#b?X8MM?T3%bvfbm|FRJ=u{%|3j;TTneBV+x8ZMxr3r(C zA}Nn*LMGPaJYJ!!2O@}{z{Qc(ff*KQ^zS@n>Y zrasEuQ`Nb3BIAd@MK;ZQQlO zf}Kx1XR-5bD`a2yud!8e;{}PEOb75$$+U0#S;HG!+_{4yAQVEp{-#%yg-C~REW8|n zf&%II&u2u!pU)0+@o>j(GGv{KIbed8aYkXQGCo1@TgaJCzQ=;>K%(#m@=9{Vp9cj7 zS|Gw|cKRF3Y?|YW%pM-2aM(i;MQ%wdN{EsS1IL?867mdr7jd1U;>-`5SGTzx2~L3D zBgb?9fAt0sfgUxbHP-@m{u40#amUqV?nCF7Rq;24pf(3T-U~&)i(VwYo`jxRC>`JF zZSM}XTwSWx#la8zk-OMfv{qo;T|m2#^_V&Ak;k*6B9|Z;fZr9dZ`0`Ve#Oq=_cHu> zkdwCt{bolenk-(0_SXG7J-ym$_;N$up1MY>^7zNmrq&EAv)rnx&xH>XjEThR2%2UP8jt~CWmntq z&bmQzQI~(;lnj_~{M^4Zz63ni7Kfsu|Bd9s&iA4zx4!QQ{8-gj@~=i24w81#@p22L%W?mJxaX3H=s(1+ z9BceB)ADX0&!GgoHa7yuIJ*y9Q+b*_7)zaTl-y=XtKg1%(AXcH;tIz zZ|XPB>U(WCZFcHoyhk#pt_BiX z537WXuZa#|ahs9}sN+e>y;PMLVS9*<3(L@*eNFHBhIR)~8SLGQ91}BZYvh~t_C#|C zaXkx^6}LMVAN!;~&5v$X==X+acSc`b=goE7v^IF}U7K-kZsg%yozfQxV>zdkyNlEZ zXU1d2H!SBg6d6#iJN?{O@08$eE4Qzl-QrW^y1guX_3!$&72C5F@%l2wUjj2C+FFfx3-3m zs~(VK+m7ZGPAY&Z>{z}r+sNB5JYyI`8*wj~&lK%~P^=8QX=s!uJ~(18CxZu0-8zKq zwA(n=Mv2ve%I7+o!?Iov6%k;ruXXL}3+3kH8~UHC4~c1N?Z~rxLS8S#Uf07FjmK?X zbOe9J=E(`MT^vr4ur#A9cKYYfe~yYpX=rQPOl+gt#vh=5o*!}6Qa!C{A>)H3-!HM~ ztbCnHetrdBA4FsR^Ups$9zvG`0t1z@jy5^$`a6&-_mv4Gy-L4dNdi zg6UY~lQN#D>Nu{5n@eibZ_G1@ZT@~NF!_{q_Te34D$AOjC&IXnc2_M>%qk|+R>&Hy zPGz_@O+PE{oVaV%=5c`g_=)i8w9TK^Kk*L?*!^IVaed*V011@{Ik!^XPsW0`c#kG% zZg$AOe+g}EXer~0?mh>vPTKJeWvCtn2UmMF4LK!0(FWOrN>Yr^Iq3H?tfm~TQZMEp$+7rk)FejO;6r`h*?laQJL4vtG8 zaeHs!+T|#A2K{f1jk8DZ zxnZaPA&gm@hJk^bLK4{6#QXy}B~mHne&8^|X_1qn!WB98%N}LST&1(^U#7N=z$fGP zYFQS4C9n3!;OR96dAm9FN4TKw-Ej1hOfIc#%y|FPFr$@BC2l^9gtE-MyZ6)M^G=Ds z>Mj`np5ILSob!~Gv3$-mA7$hp9yOIwALY^z6xi_2A#J^BEqy@co;^M@9bc>%t>|24 z^ty$62fHZ3nxE!pY+mQ5E)kL>H)yG`#jOq+0b^=mUO^uHuz<`IUTJBWvLk%4s^^#{ zN53b%&(%&5ry3D*kLA1)a=g@pjdUZUBQc^Vt566~E~eCI)%LZIn(uFuR~Rvu(hU+` zV9Ch=jQ?#qc$;A;SGjX5qm|sbkf!QkG}Oc%lKnmB{rlr2uvhN^g47<7n3B^AeWCbJ z$S(rp0Iu;6BhO*H5rBG0rw-9OmRc&_T0zP3zDh5Dh77I~4CYo=x9c3{b<(e)(1#tr zb|Px2GVULJFh6m~sFMD@T57LeScqftkxb>W1-<3y8jnc#j|a&zC6$5)#Bhmf1gpMt zE-RucV4S%d@F7D>OKY)vZS`-Ak5mq^%0f>yp^F9a<(Fky>`SkK*<(JOR&a6^d6oE6 zJIkZ$$o13rS4D_*U6B@3-8Ubml9JAdrlym82!}=Vr{hGMzrfwE>bLga_4PG0Z_$F? zotjBTr?&8T_C)p2$cIhFMIk=f!Xb-x7qexHdkjl;uVyS=KB2ioZXMgJgocbUsSd5` zb>YIvhuG8i;=1NDVBg&p8(Zc$6izRnV{bF|%fdYV!kD1db7T30vftbHAA2l1Kll2E zPvps+Mz_U2=9GfP@chVS@)!mnUyy3wO9^6)$!9I6g>XVMkT%9Px9zmZhQ(#ePUb7> z>LF~}O}0oFBn$*nvf*2ro}Nx>_^O{l{6v5gztYHyoHsK1aU@^NBbGE&VI;b}*T>!c z=HkrYRg*Wn`_kTPyd}>QklS(dzKh7^)QtDicsms1#@vU0-rvj3HIzQ~H7>WET8vDJ z!)n`oBEy1^YoyZwzO>os(em^qOl{wQ(Y2=QZA%!c8BQGt=SekncA{9jp5==~OQ}@y zBqbhIljX55ud=Kx8n$|rVpi}?4i1*$y@7%`pKVmoe5h)_e>d$dCPqex{9V|FOqFOi z7sMSxmakge?z44epnui(oi;!JCap*0}k!ITG%5`NK$O?%~0~6nD`} zQl9jh!cm`N9Jn*z?3ygB^!&6UZrIG`?`KeRGh00^mq~qd!bp9RZdaS9Ik(EcuIp$I zRGL}0OB6BF%|_m+Y5F<(BcGDeaMNRHKS`!FkIy3^+q!H|tvPMTEk!$_-$$<042(zI z1@6R>0%_NhPs>@rU_c*`Is4A@671-3n&7z(uG_jE#6GFgq(KlqXx3yV`j*?rr!gI) zWb`vJ#OUh}9m!#VII|D&6xp5v(4OMEV}>mDbX^}yD~wM7RS6c3+2yJ_z@B}`tRmzT z(U+sz&i5p1VzBC=CZm{yQb`NlgP4s=5NqojT2V0HC1Y!Q3b`SST?N~^j~2$a42m-< zXqh|MCyT2&9r&BVthSZ)qSwLAf2D_-YC!hq5af&*yuB35NHretv**wK**YbO7H$3% z)F}~i9M2ZRAnQZdnh@lfBTfDlwr4MGoM7A`@;!s&!c_jwjMggr-6W{k+}ixpO|w|& zrHE&tZT9Obf)k*qHgo{L;YzCwt0pz^+?sQ8j`6YHZP zU`sq{A3?J*A_!6=tMMALeo18*4I+Lqb*kOl*%77#ohH$N+wcSa2084E7#~K>>73Fp zUykX1*-Ct~Ksl1{H72VaMchXfFc}mS2C&JxcSCg&yH23SL)@-vvs{EoIUrh+NPsyR z9>$wTjwUpR$edJMQ5;=Xi}99&ZcD}j+kF$K(%({(FV=pD1Od7GX8Aic6;&UyxEd@M z1^r*VxJjPK72lbiNcoOdO#ZO%!OK5I`~PUHH;#|LeI@Es4F4_n)wvTVjRYnqCy{)C z*@wRhRiW_+-vv6br|BK*;^MGj<5$1BI(A}eF3|P?X%cb9TGwo<@Rh#7)mB$esr2nE z*Pcq=E4lset_SIK3|XNgxdk7O@vq;T5H)=EM*sQf`)L(AEsd7P?=;4450GZ%x$czy zu}iE%LPtAtd+(zNMBS6$vb~g?UZ8SQN5`xn@g=&T!9l&f-H6h{dK(`deU937R}q2} zKRK?>vS5Mu`_t>uQalDx3<^&MIST{`#ZWJF?*T;MmDop~SL-J~Pii)Tt%9|C+n4S@ zI5NRWKqGbv#GGzP#VF?t0Op>k)_p zeWnWKlXr;i(fRnt+Gt%yD{ndR^Tu8NZ}e}G(A7PN2_gCT4IB8HvB&+nWI5pxHau_H z-Ha9_JP1%ISX4z}_+=O6N;)2?m*E>3B>&EHTeXUjculxYNpjlDoLdx!xws5Z8u8L^ zQ>Z_q7}tz(nNlv&ii2Ok{k_HB{FvX6hP}Mstu^@Tp2t(CUf!5bbZT|k<4uY!IlI%# z4fdbuJDKIc!{>?S!8-_SBHMEc#vU+deo;|JDK5Hq<0k3F$BUqamsnR-&u|mr zJr>lHXu^TjA{fwnSKYlT6mp`%7h#!gr8q{kFfaT=p}4FET?m{fyYSWE&t6+x8OqTB z=;$N1T86&@s!C6M4PprMKKI_r{^|BD+LTm7_3SYZTMvetIz3%1u8oq@cX8$Jy!uNd zZFz^G;BH!4w*Q_$867u)xil@IMKzwmX4lm2pUG* z)YMxZ3E%$GS`yW9kS^+ok6x<>Q?R4u?!1(g?Q!*m$xUo=u4z4RdXg&$JN3Q2YrycZSy5oyvbgD-=!$R)_=SgXC&S>C+Lok* z96{K26R>t+ANlP{+fc24g47!U3A33dPY5PeRqF7CN)l#>$89?rAM~cff4XwM3K}DG z;C+PcrljfPCZkeCa+-x^9Q&z6)@2cUT5h^_OH0bkh)Q;9dlGsA@HjJ=@fhl#go5_JUctEnUjy;j>gtRX6D6%x*T1(r?e(lNsuv zJ*mDJ>G)u6=QrjA$Aq{|LUk(F+4i)2g>A~PCAqe=G`?cFw1s#^pjA&(x+wN&`4pO5 zgHG4GENn#TEh$4LIWZ!u3;oc-bKgV${Edgxo1q>hHZI`uS~(LT=vD(dnCVFvTTqjg zpY}MG0|GNdNHbIpZ)U>Q7h`|M10uRzAjyx1h7VA=>{25TaMNhr6Db2Z3+;4Yqm1_) zLSdeiNx3Vf7R5WW_dra4SVTl~4-W*ek}v;53sXbzu+b*(!+q8du^XgH7|m38-8)R( z9JjoQNVvLOdUU`@0LxKy^s#45CfbQ@nfgYyJXS^fYdSU<-V;m_Jm4p1F#UGPp{M?t z#Z{W{v-vMW8efEe+?W6B2jli-tIwbBkKNw`XSplOqkoVvQZdLC5;R)Rwb`l5BR27S zVG*m{X19=&+)P<-VhtA79C|OsJ?2Yv6e_!=e_m9FHQrD_ke6N{WWS@Sw5#VR<@O&I z&Z}p)y{vCf`|IFACRYA;5Xe47MQc0kRsec~IlZbk_Y(RE;sHTK!N5PL{zKGLF*F*Q zr!yZ|M-|X}x)6W}L>Ip3FF32xMg>W)BRXWt_@I0~i%!Yw_jGQ!{~!^~dKI+fkKu($ z=0*7^ai2nE14XVkHc=coMdy>7--DTBEV<5a-mW^te5!0T!`v$Kl;$sCS~_FpfZcbl1V`tyklv~kK+MzAqRrWqJzD`}7lwtHc>g4RFWUkzN)j6fE z_wAHk@f^a|&DuBAPfLj$ON{Mo-A6ZB<5=)G5`5@ApN(@<>d!UaMk{fBHx^txluu36 z%=zCCsU!3-cMuC7wAbgMxRjESNq#;BXb*foTC()H{I^bX5ard`2ZC^$_QDZHP?D=A z#v8vQb&Lc*1KcIvQ&Kq?ApI-n#(n%)A}FP_;YVr>_LPC4%jQ>UC3LWr5FZ5LW7^q~ zAp^*)q0r%hRPe5r$B3XK0n7w1>S{NQYrJEadbQU`adqxPi10NHf2l`tuE>XJ5gLCj zL$(anSS4DCmnZ*j98t(Pd<_{eSe&nX%=Gl^XKSa-;twB2$T0+xp9eElV1k#Dkv(*F z<@jh&V|jVa*AxoRAo@~Sx6+KhBEkDdRE3UsB-58lI8{q{R;xR;O1Q}GVDNi7=KXM4 zkpAaHMf1r&vbCdUu0np2sCDM?Z>EFi72Q3bowuH0lYL87->Sap%;{-8?=!y+ev1)Q znV2vT2=oh~mz}Whr4wT1r1~1W!AzvMv)9YKZqp4 zc-9!L=%*f>|2EwHo1N`gX4}1jV3#D1(f`u|WV+m`jrvwvUiIGkk^g{?_{v_76E3Bt zxAoI*{qWcQcvgms8zjv;5z#+}XW#+#6HB>kh@hYC2L!A5vXSWm9>q#Idl)(6R%8Fd zkh(qJ7Uw%LTF%|3>pNP8Vp>Rfc{Ou??o7A<6{!K(9bi3uM|Zk7fN-768{?aqnc=>L zL^A{B^cmgoZ+%<=s5L$&)o68DjGiyfux$lODYMg?J(rnjfvyW%(Rq`YB zlLPiNQfWUFp->2(t?#tWv&#F!(xs=z7XPSrR(^0-&kb?&q`>_wTi)GI2yvOJjl;Dx zbLqYpr-wL{Y2!l|q0-_vs0sg&G+TWm$z2qALC}Fasq$=$r<_(B7#vK$`Dugb^3M{U z-;a)wXe~0Lwkwd)nG693w zC`dLCl7MDjKVqj;^z#o4d=GpPQRq_eD`7~7x((hF=vZH4@E}hIz6Y6J&8>=q%Xn^z zjb#LH-6g(!4{BGaxvz3Xl7Irp|D~sw1u>7-mVWot%-vNI59i^&1C{YI<^!|?H&fq! z`;qqT$CP`#_r^d$`;mf6c#sitZWjld$jH&|v8p?U1qc z;mY0Ksr}l6*0d7mtPeT9QR($_{;8=<@`~r)gdQYA;PmgattZxKs1kw3cI_!k@vX z<*Qk3b++i?@FE0xl-sxa-=;L*hOH)puMpMJXBIEro*R%V=gM2bFXzV3osxs)+?VcEBN_KSg zr3YJ5-W#~=My*A;eQR-h`vD2Xt)}WhrY$KkIwk8gnRYZ6%IT^yIOH4jMQ2U7I{tdj zbn9z*daS|sA5#%rTr7{H+5_C``Gn#d*>YnY#t#cx)bAsv4|IDV&_DWWa?;pTE#{+r0!IFG8u=SQ zY&C+<5Z}kj^ zhWXIkotkjb3*#=^{BwD(G38Fc+3LAs^Dn2Zw)@0smbnWTssTf{D?Bq3-FEvrryW67I zr`GUYbu|?Vm8(y+=IUOFW{rJI#d4HpotyXQY4hx(zg9$6%?@0Z<`RCpzH$Oozc#Smp8 ze$1@9V*oAyRGZt_1a9)=hT0cVD}uN%V$hCKVS#}M2oqAeK0ek?3v&M7vx@w`XLT0i z4=gTU_=YAY<-mC$lFT@n;ac#i#H2G-zk-yZu0(VPnZvO zlD>Y+)p8Q-yG&Q4OU{p$6>A`bnhDg4Nn8&D9+QYrj{5pTnoG-6c++Hf}Lv` z*-oF{?^k|1ClYG$j!D-etdGop_M9gTOBgNRXm$P98-E!90-HLa8Fuw$|KBKa7^Sj& zKwt~C;I@Wfd>B_=lGA>Z)E#f2%q)9&Ww^+o|tTVs0*e8w6x6~n|j z3&Z;khHe@pEFnYlZG+89Q}SE*+`Ys;jjRr11$g?@W9`vY#p1S=agX73)<#RS6Tc@g z+CN(8r5NJ7R_uIQjmo$xIv6338`?d?esx7@rWcZ9_OZXK0b!4&k6vP<_zpO z)i=b=!_$xBZUCTCiBXoSx^{vb6Y(aKFHGvMkI*@HqKuB6i~^cjuy{>_25v2d#|rq} zYe>j^qsOZBGr%#I#5hqbj`py6GmBnHy>)s>!Qe^^UvQLlLW<4XGe%K#o=R~;xvEJj zST}r*gbB?Wp3}W$D+fnC3d@BFjb%&#o-_t5BD$PHfq`ykf7}EK7B|m23N?*7V1WbPY|d zHQPMb;N1SXANEg~Bd8SDhdG`!8@VknzG35=Oly@SuC))gtDpyFdV=}YtjEJ#oOd~_ zGTwN!co_F_5Y1*X6z6{fw18oJJg{pB@}n2vv?6W$DDy45fB_)~p3HU@H(heKKx?xI z;T<`mNR=Rok%PcQ%{Wap8KS}=VfRjPG#Pt8?W4P=nx&iHr(11sj1l5~PEmA)B-~D5ohOt~9HO{Q5%E!L<8RF=a`J zjT!&lFs*|&a$0;v-NEC}*3;VHmq#wX=_?7n3)h{fM%LjL(z&GXs>R!)fB5`c_S{nu zl}YihUdN}e=1)P&`Og#Uv4#|NON|^O7sX+rRxatR{CGHvSckIC8^kk3?}L zZEcgij-V&VAi*}mzzy-s8X8bKGu#UD=U*6AeQo+2Fhif}zcbaXyg^wqHm1yy@T$Li+J7Z>Lt$FcsS`Uxc00P(f8vzsnY zP`sJ0r10Wt9L**nW*1L`BQ=_jJuSpl#|U`z5FxFwzp}iXi2RT$ z#p3AbxEQ^wkD+1g7ojMkqSg}bA)Ke;kdMe`k`;!UQDlt~;KcU}gD!FABIychM-}xU z^l_v0#SU)adQe`xNku1+{5VxL`402$Pkk#(NpJu4?T)}C)Amc!^(5xJxRJQ{!M1DXx8&T!N$Y@uUdJ@MWRmKm7PoCgY-NsS zX?`ll^Y5{%#eWN88#Z?K_n-$WuA%vxT$uROiM^h}ZCA@>Oq|61nVH$d2VDL>*kP5! z)Gsi>V>~G)m6nJ`4L+u`0T_<&?XDPU8JQ6NTU&53rgmOdDMI(|002D>LOr2T5ogNe zzT?jMe-X1p$bMNbxWdM&yO#y&lR$t1HmzJh@yL~ZVv!G6@_f`2f~IdxZBU|j@m4;IhP`u((APTZH10Fo@sQC`=)UGvqtFB4wvumS zUhWW<$n00L*aLXPrk0Dl>~nWc-J%JYd$s`x5atWT)~^ZMX}ut(d(CXGN=6Rdn7x(G;0AjG)|L`6ThLLd53`%N*~j` zV#u*asCKbYRt1Iou9h+cgd(~+!&4TfX;^4pIy-NI;YpSdNe(8^V&R?}g4!ttV=1BJ zL3T;~V7d){3!eil!{OXfX;2G;h({x{Hdo{}@|wG!@&0dgR6G(^{q@4mvtK}YO!Pqu zp@RV6<0AcHuQ;jXW$m9H@gB}y*5N$uv!LAZnKHSlY9d&G>R*Oyy9yu^<`mpl_GVDx ziV2_Mhttc$b*yc<4}QvJ3|YaoBPd#EYj2Bz{xOb1WbnjAzkBiPfZ)%fwR;;%T|JX2 zG~ZU`x!?4 zYxy>BwTyAbj#%ZjTR5U`20L*yUTvFcavT$Y(ZYhZk6{7w6R;9qS}BmcEO)Q1u&l$@ za|HrD3=z|$r4J`FPwE&bBckL6V0;Y92k_d5C=0zv<1rTE2IQllzUrEu9hO+AyV-F6 z26S)wZ$$KF`wwkW8G|Ha2-?LAPk}oP&iE`yR=8B1*zGKh(`Jjbr{h)>1`f2+-BGxe zbb5poswLCoL~W&1QL)HQu(gx}T8`50U7ZXFYog^;T7NI|cZs;Y`%h=6;irfPBD zT$as$-lgbMe{DVdIw$VSQvf2tX7u>;sE6X`RA{{%+e$M0XpNTkaUD@Uf#2E4j=I=vW9{BH z3mSI6B+1pckoAGH*IfLL#7E#h-Ty8Ppf?8NxKB>biV8iHn9RfhMDuFbS}{~$wn+P$ z(8YQD5H-bDO+MC-S`ow@aWNL~{lHl1qMepzQviP>d7Yv1u&6yd|4zS}A>Yz3_m{+_ zOEe&0!LlgQE=}z!niK8@SchBU|IY7kzLi7F3N(!nF3U*_=nmdkcL zLbL$`y*`F?0)b}|A44ku=_N6`{LdBxVHd>J^k51DCQxBlE-Q0rsdGLz(_rWQmYLWj zpPhN#RTSN{bP|_*RPDU%F_aYCRa2mnDtfrP^!Af(t#w8D_trgn#FscneJ$T=OZ4{5 z$!SNSNTwGK`}{lcwzOv(T=3q*39>ya@_#IPb???peLrug$X_tll8~OUZDMX>KH(z@+`4m`+^m0hvKZU06|ff*MXGc$9}N}-FhGpelexJ&aeiA-Z( zuaHu5FJgsY3coZ)h1Ib|<#&pSgK%<=ctqXDDR>LEaiaH6 zn`<99Q-M+P9RADGNVf?XL@qFhCmMVRbTF@RAi;wiA7KysL2a`-N8r=u$9Iq)jHW|K zJ^~`yTY}$ouuCn_=+#gK&YX!G)`0h9r^wHB7+X0`A9mS`UOeFVRZ&Ij)YOC~4~PUO zL_G?HoDzCRIk_#q{d_N(_qyfy(bN?2>_jD8O8&fxC?CT751n-yLSp1=>$@6l6b?&9Mb#!|xkG7@w$Gtmq#H)DyMgaJ|OH(=T9M{a-vQ4}) zGQ@=U?yVc)S1)ld{2sN<{5cSa~4-X^PRf`3h$Bb z_Mx-x7sP7NW_0r}wIC*kz=HX~s7Ht7t(p1=uXFBk3B@-N^ULu;+PYx1)e4xA0Zwwa z5mFD`fZoE-Ucr7nL&ROG?Ro|A)6Z)aj*!Z&;!Dd`n=PNZe2}H4RL=! zG@W0O$?*5=5bsF(pI}@X@;iJjA1ij15x@t(e!wQJTi#-WalQ(53aG#99GZ>3 z&Py!HrEu~5oCWfKY9FK-urYWYa64uZAZuY|h0Z2l75fpW)|HUpNicQD zuC*fl8ZTH9S45osd&7P3MHCCi`^tTy%UYsKA}-B$J--)quXoYpRb8@t`c>)5Jqm}c z*}Iqa8SM_g@vy&}=doNoqD9|Iu6SL0t2$I0Wx5w}uE)F>1oGm3&!PZD50I8kI@;{E zP%~cE(TNG?b;*^6HGVzuJ9r{PXJ#nOboK2o$T*0K2ARDwaGSzSRMOHi?=gX4&`3z_ z4+1X-qC0Nm)jI?mI4;YpD_4Bnd$1^p!1|r2a@^RLj3Ca5r~mt@x2{76*FHGwA^f$O zhL~Xn$eYyDRDKws+oS1o8F>P4FH>g3Da8vlO$-qiAwHSh)BAtA%NHA^M{{~;^&UMU z5b!R=xC;v5`uQCPFD8^w(tQ#>%ir4iC6M;kO0_WEKcXj`)>iHdz?*tVlrIvZm1s_? zkp25J&CG6IGvstwveunB(V2ApC}r}I5Ej9eV&7UZgWut&AAYdnQiLpG^d~)AvevaC zzKuo2f~WHGCo(izMw?#N17WUef=)Vp~O4vx#qb5t5;Ue`a*+Rr|4Dj_#m_|YS^ z@Su6QtUHbD_&aa!eE_ZgWSK(*&ONw#vOOcj93!F3>;5g&y4Cy;@jz90apK4Zvht?w zK26ka#)VkZQbn^t80(tp?yBi`dX>?{7cr*ltNvxFjEP+=UEvetx%d zuEZ-%W0uY^?G_C^dFSB&R!RYH)xW~pt&edpnyJ&km0?=HK^PT3Wy_Gr@f6;>9|^OlK@^G#d%v*G&v}o8Nmt$Yg*-c;Kz}qj|kc z?Pul3;UXrz%g7-^Vy_|y#JhhqfDn_o0hq_ZI2V(&GQ?1yM`>Hu1X9fbHc}Ae_y1}W zus^9W?$KVhyyVT8BqCa*2Fo>WTLQ|kDT=%Eyl*vzh#S0_^c^Y6!-wO+rChL3Qp%dR zny8>)c5l@vE0dq*jqK+i4(x98i^ZIe}ux%dXEk{X?be<&t5f631~w%90PHPS>0<$5gV zz*L)T$pyF3s~nHNFN^e9TApU1xqzEJ5rwq(JDXE2ynkYXBdKS^XpH0<$+$Ev`SW4b z(&oK-jK8>rGw*W<|KZTRwP*i#v8O*(-x@MD?2|t#uRsf9bjgD#-p@iskNbaZyi%bts!Mvv~YB6w`+*=|dB0wyg zep*WCOK#!fN&=PrA~3XKFtbv#@L>pE>EjKJsA2rv7b9WbqBGqTn>+gM!=3cJyNa5b z-!%okYi4rRFc{Y`@X8sTj8_eJtkNq#D|4;jM^Tfh!VTXe073%~|DAGUUE5LVoc3|X zL#wK!#EB#mOiuDq=6TQApWR5YLw7p$Ua;%JW%1N=<_!ueR!h`ld8k^29N=91=ko3- z-`rDGc8d!WVqbEkq?#U+vWvpn(=YR@H`iSO9barW$~djiU@Id3O_EVD7W z;2U&i)tcdFozo6OrrnCC$0rw8mdv#m_$RsP5>-yl&*?ha2wWcpEl@a#KV1A$vXvUPi8k>lob5h-OWNl!80g%)T-@ZsDP>5QrTr>Me(#W z=9r540?4h(vpzZ1^vvWfNttg5W>0{Lo6uW+) zbV^sv*}~eI$mH)YKO*!Oph`lN0aq%u6IUeN#CR8idR<)>BB1ahq(lBSh&Ivf@MlN+ z777Xq+(NwC)5KYzK|beT$3P2ly?M@7b2+q+-4i>^F;#z>BU9A2(y zvSSKd!{xB^?A!~j^+Q3uA~?W!Df8C5QXlv_liuyiv3ZV1DO`Y-wxe+K9NyCY!K3$>(ccHj$$?NlguYF1bO__~N2$jQWnbxwPteb%#Z4ErzHEtIwW8aWnrfY%pPJIQfiHGz zY@*dGsgVNbb6a1Wv!A->Tb|j?^6n+;_w#!!L~BdpEGIJ`40WCHdoZ~K;We*|#Pj&j zUaCXZ0XF{z(Ki06DW5Cq-4YuYTQ~O0-#_p@_;WlACZOw+lO|t&k2(Pt@oydHTq|~_ z`bB@DS4W2s7^K5k9$_`tzj~K`Ys{#3xL3Sd;+DkA)ypCin3=fp8FGCnFxZM(LEq*r6Fl0x-aoE{Le zL9$*T)WMgNHTA-;U%y@@#DllGQv;bysPE_2jN!71vR5@1o(L#-3Y>EjD5jJNryo0I z@WY|~R)L4x_X^g?@kcj>tgWpDE6+vEDIm;~xAW_m1)`MBY@51m-5EiXTx(1N`g9WP&xp7am@VZ?qn^Z8iQ z?xUqX_x4PBd4E1z7j@4hb==ZIJfT_lnUT}|KJzQ=JKbJ(CMZ=g%3S$^ko(N$yY5$N z;hb+TiT;L8yp*adaKE`5(>(jPJW0n6#x7Ws<{HLAn3=qClw3B9(9o78bUVt2Elr7u z*)x-ZQFitrj%|#bv~0<=n^rz$?=;zBpmgFm-1x-AO*%Y9);@3h9uYp$kVI2>{(SV~ zk156^Nz(^|Q-KlP7N;1AiM_Zvj80n2exhJ8Ry@5hc4JK%0%AC??_A(T4+jOa?c=n< zKho5Zv8Bmx-wt}8nT*cP{vCTE>nUV~G>nW7tGlC67>aaCQcwtC2Jv2zsQ^L>M+*ni zgy(x$hLB_EDTfh=3~8q_|Jg0}zI}q6DA>#L>gRLtkASv-G@kCrXx+*hngc0^uYBZy zipBAA4nLGEoD5M9XD`z^NkrTtM>gp+4Bx-%6~N(2J+X6})neyrJw=U*eRKVjQleNgQQ{Ow8WZ`khN4~n=k~-dzc7aNpRHV6yE>b@f8^v8ALjYn=ZCqFU@Z$_WqUQOCt?z`_hO zc_A7BA3QOk&H~AOg{uk3fP~FXCw&Xb*_^*AH(_HY=wp+>q z1@orq8g&QeX3hf>`2SD#9HdqK5Y}6{LsLZ#sQsTTcRXi45jror%%P|36gp7ub+@`N z=JlKb)rer2SKKA<7Y}FHva+lps>x+F<*Zy>ltr0V z;R14AEu|(2?8l$7p0z(UXKsQpCa$EU?F>yGh34iv%;U^y@jrH`IMTr|uC1ZDddG^( zLHp1oZyz}WrQHutByp{>9UiottwvBAFN}SbljG_*RGcbwS;gCJ2i)8wFI+X^UT4it zgD^G;(>k~}oRJ-@njElm=;67G7dI7(iW+x(-0UUKQxjfYQhi$)8g(;;V|ZAs zsDN4LC0T;#?S02@yN~ZW2bdiHAanQXVE#CXA@Q`9S)hn}4jdRW3n#1u+4*54fB(sy zeiUpq$?c_1hht{e$8kBXyl5V<`cEvj#~=JQ#_~bR^q|j*Ei7DpKVJ)79gs)zk>XF0 z5Sp8?FT$UxJX;on7{?iSFVyoaXzn?M?1#9JN9W*LK7> zOVtVN+O_X;iw(a&)6s;y&HeJJ4kp^fq3v11YLAvD*w&9#^y^h^`Z$N{U5z4I= zufz}8BdQUkfs^6mAyO^k{MYGZEWCtcHb70gmt}2%f{-u(;>cwzI~1Fjyc#xY@Y)!1 z<&Qr0+2*#Bsqbe@$*XXgn8E;RW&aa_HCuj|{`xl1{LtWN zV=x_#~v>(|0yJZ*=!AiADpOO+CG~JS+xLC&Kr4c;WLsdwuQ5=DEsu z_DNhp1Z#zXEb1bT?*|fW7O1^Kp->VM+<}YbDEQ-6M zKCEe7j@I^6Q#e-fFVj|qt9`vXC8e$BBGhHIV*)4gPXyauzXZhaEUmQ0f$-DX$|a7q z;rh~H*@jn#6V8{VC6~lGJfL^Tem>DI#E+O2OkY2X61VO~Fzkz%3*{9xuiv+MbiH^I z6m+6c)MQ}jtJ(2iv=QyAzqjoZFZukv=x&bjvX~CyDyVZfWJ8)A;@xU zF7To!VreqphmJ?JY@9o`^j-Tz2e>7#*P?4JMXM69_JmH@FD@+n#9=;z|M-T4l%oUY z8k$QfDJg^2CT?aSQ%N2Zw~xroR&#UnE5XN}0Kvt-pPAO9->CBIfR&!uD7^wm#x|k27=N&$Gw&gk25n+ZDZQD{>H=A(=4g# z7pKSWr86-2#J;~n>+du3IyHmGM@-Cbo}h}%4zgWqIOS}~HUVDm8x2iTdD%JGkPe>N z=2tE0R;TcBPMG%XXTuXlCrhse3@?R_F+JE27#Q% z`_VAUm6CM6HDPDr*$3|yZiw{^=@#ES)-yQKX}Gdsd4=SAGmQG+2v}Xe9=UZb#J=u9nP{^)7*%NfYR$zMHgD{zCC(fr0AMfFimM~&QNQS7%-CRuh5#NhE8Kpa`5ox?n01=1dF?aPKj^zJ`esOXi;ayPt%G z9pLAWX#H?^FR3f$kxto5cR=Gz{<{jJ`1h9EBRHNXG~B$o^5?CJYKYnWvp2S;y?JA? z?+NwIl((f)alQCG|G{^NLnc;%b7YUQQ&M5*Ed#m6if{8mgICt)=6!%n{|c-JdK|fB z=tUScJA*7o2wY@z*JWu`&dr_|0MOi13;#r5&GK@@i6> z#75<`qVIcFxHXtuO7c}D(woqQ(_8*JOUzd)tEvVNePHJPAvYH=+k5@yZL{`5#tUY@ z85b^6jRYm$S5s2ec5OA5L^MOa8;c_UXFvPy8}rK9eE*N8tB&ew&Dx5Jih|Nes+53W z(5-+pNF&{$AYGDzGy>Ay($d}1f^;|1(%tp#6=NCG4C>-6|RZm;?=Mie`C(U8ZlPM0l^ml zvk|k|eWTQPT5nSJ;(gz-v<2k7#7an{R#y{$Ufa97!*d#I#foo2{1Q@X|9Z}{$8Oq= zrHbK$5*do28^P5CKX1Op0vhZOI^`K&Kd^e1&qY4=2Lyk;3t&52w3KT>VYrOi1LTio zcZyE@`RcCc?s!JC_6#f=gw)g^h0Mri41&B$@NxoAB3^xN6FlWOXS^p-JMqXP$PZq;BEY0gDwnB1foE1rb^_5ka6L*jmeMutr=_KNLWN4m$;k;> z;HoGkOph(&rzg)kR41M}!90e@eGnfJh|p!^<*i3sAqNGlyG;;TZud9I3$aoI;&U0E6|S;%cfd zCKqg+MGx>)d54rj`_zTNEf+%l4?vscFerFe4sa?B9i64O3nXeF0$jJ~Z%K`w+d~tF zQWN;@YF*S!`E)uJTt3^tZmkn-K#RQ&961;T@Y2bi#IwHE%2Dne z;|wkQYX5acGWeTcDDV9Soy*u8w3LJQZfKidtn;&cFu9{StD|5tjfW*4N!NhI6hgh}KtTiPHM7v@ zrfR|?`s`Wg=aA8_ZMw;oX=%MiR#ym36cyy9RaC@asgB$2PaW1aFpy;6Va3os z`#6`8lTBXP$?%f*B(l-|&QcZ~_;4T>1dD*+S4A-s#KA+@DPjmcns4JZ0aYUJVs)Bl zdoIlOOvLNss4NX-#SO^U4_{3e)i>z|Ou6 zeBxE`It#!+2hbcy2e*Ea2O?F)!M{b>gQ9MKRwNh>KWZ&ez|$oy%LTL*6= z7&^6!l$A8pyK>JQ4{&j|^klGBnLbRoeHp3Mxd{-6)iUYt&vg@>L^TdCero;!`|sLx zK}ZhoSU`uwu_*$j(@NQ=DGaAO?Fc&X*;(fGyQu)-4@#0XlAjnzQ6S;Nnp>Z$Gb zpeTmu>cv$GYU+@XxPR@;kmgTBy0o+;BrlJ9dFXP9%tv_HVMI6YEjE4}XH$FU9wXx+ z_WDsPb^v?=!e^x);fhC9#K#x?-Od&jDge0|tuWDSd67M&47(rZdp-8(VWXQwb~BzG zcG(n<`*^Euvwl%fTu39BUd;D*$yH7NFp!az;*XhUbNRi_{E2t})i8q^?7Yafp7=)- zHZyjst%vf1g9QG9S=m`56)t2Z5jf9X{0=^ji@A3VEHdzKFBrVb2&5a*SO~2F1A~JF zM#Bu?{AvWohUXf6x(Sh*4o+t{I?*5pIcgL^$sGZ zp`}eOFDHQZMpG{g-C^P;WgUT=a%5ahf>mxC+zt?+7a*FN4En;IS#1l&Jbm4dBwwuT zw+`x2i--OmH)W+J_pd{-hh%EBnXRo*dOs!sfwy|z(m;!ZW*PRzMpuvImr>dLm>vbu zHG6Iqn~m>TmC)iQ8vHgc8Kww;^bi1Y)@M!^9~YDO{;Q0#?#(VmT{#sN)6oV%1*YNQ zK$0%U1cc_L!53I4d+Fw|QQ-xoPZ2Bto+A+I9|c)pun&4u2s0T0@v8|VCPo2R+mJRe zkuKB3{$&CVt0y2&TR1Nl^TyWXk4BsLM=GL2*M?X zBrTv96`e^pH#Z|O+2D|4QD%V<1%QJg+daYY8y^#{!t&<1pG(O5^~iNRW0rAdQ$IKj z`Oa|u<8p?R;9nEz&+&Q(87E-)`$3WJ({ISMw=x-XhP^DeZxiOOsx|bGdtT%8u(#6M zNd417n1;26qM{;P4dCU21V$+t89qoEmsF;&hXy>0r7=QNKh zAzzuT^@dy0lz7HQE6=>>!!f1S=T4YnA830j?4%S;g;I{qE2kB-v|?rAc$4(1dY*DW zx4PdunYC?Ylay8(E=xlbEBcl{M@Fk>d24@{KSeI7|L-z3!JgOd{Q8QZvJD22_RQ3NOw2*c`C!zb54#`=YA|`n=H!FDvwzMeC0B&u0>27x0!+`I z5PJvqq>QYr*@pw$zc2TAk1P@q{v({GO2BBP^z_Y^!c}yT){bvgYVSUCRFE43od3hvE)RwIz zwvaU^1av-z1OWxCvQijFb8{UNaYnl zFF3`&TjYN<hwP4XvQCI^qdJULZYZbu5uf! z@|hVK$kuu0hQjCe-!eb)*a=yFkEa({*3urTz%V=o$zdl`3_lBrS2Z$vYPc9n=GL2mo z2eu%}bvEY|pk=l|oXXjBurc`?CP(r%%+4;bTq~8C#PP3zIYSSEaD!vBGeFdYFnRES zgYvHn+7zPT^@4a4-cz>h!FG6OKY{;ac{q;@w1WsQ42QXfjc&!H$r93v0uCv-TfFpu z69mfW3n-r2Z$1{lWM^AW7dXSpLDTV9HG~Abw={>$hCZd zk$M%}|5X5jnai3#mkv<1l{YX664^v+Xz)Sk5r`C^Toi;Kx3W81_TKm3x{dy3bzWde zG7fQ^09Kj~eL`Oexj)+%1%0_qqx-I79tT&}q0N3+lUglhe!KN#W_8&;LIqtR8yC{F zp@|W&w6lB@PO%T;A^0x{)@)Wjw3}O;SPE6$@N&<$yu85U=3D6F8jxV1$96kraukYqCb}B^Y4Ynqb2{0wM8te0|0g05wL_@gKCM zKi{_uaaVoao_wNzT#Jr+4Rpy+BLyEfavdo6d1SSVwoF;v0p}Z}tB~LW1&wzHo+5a) zrDbKmG^=&i&i5zE^$bmuv8D!#`gw#YW7`d(1gC=skgjVO$yZTZ8xP-A0&rWu-`q}aD;hOMB-L58tt`*(;5`LHt_qe_ zj>F!+gq8~F`FI&tU@fq`BJa3kaK(wyEWJ7N%JAMn4?BUDr`rGfn?{9J&~bv=_L zdFEbz07h}0mVkwjk18}ZokCbU*lVcrDVvONhb4=gcSYbJ!h~Tjq@4+brd}h6!1dLu z&lKqoRz{2Pqjf7DUy53azF_G-T%R9!J}aKy51ZnVb0aFWO@L>OGWRW+YHZw9sq8_k z%_097lS&`>c^;qcH-4O5Z&H-o8mv8cH2?F^Xy*=eT^t$?rrZP?JQN2%INyi}gb%u) zsRvXdmfWjbN~%1tI5Y=mu|=o&?3HRA%dqbGc!}w>A&!k0CK=i0a}LPad;yuiqfsvD z<>hSg!1j8Lz^4oQdjN$H(p;<8 zvQBlo8oZ5wO!&g1(qf6Btmk98R`xdXvx&oPw5s`8>Ok8r&=b@C?>wxql82wE9OH*Z zT|8Xz9gkQ*NVZXXY9b=ZIGCdNHkKzS-b^w2K=?-E6xqX2FaPvF^4YotJPHV+A4*hBk^S1v|xOl-bBzJR0^CE0e*fV zL1`{M@UC>gDTlxF)jzYdd~mb;Z_-MI{EwIYp#Z!8(;VDNnH2}k z0f)#hy%Dtm$ZQdTx=B7JrI#p(N6Qd#D@O4+Rq`X6Cny#av4}1J7E6^j)bQ&|;~CN3 zh3M^PW{<0_SM?94pn`A^KaH(;d>ub6fybrc%tcmOqg_rTu-P~bPI7loPf%dqYY8BG zoBd1J%AVUuAy0pE$8<}*COm*TxMz9)sal~sGzLJJF<;d;sl}?w-S>ucJjU1_G|cN1@KtgV?roTmlb0g}rA`P@k0JqUo= zpiklL1r-dA$0il~3RYF3l$gBri^*x#KUA@hkFhNn6FKk%7!Se9{4FkS{XVcJhalDn zpJzfsKq4c%=2P*s0?fnRRTG)M3>#D!V$&8>yno{K^semZMMdr*Cv%2-k}l;+2kb+J zOaw+oSMv${<-lLxy9&BBDhT)`Ou;nxk~DKsQc?m!(b?G*QF~=VNUQ}NoNP>tkfMj% zMNrUn8hJw_Bk7TKx$%!9th|q6u8@$2LCp5*-Me>w zqf@)PyRg508ucH!+tfjD9J4;O_@(zZvj(za^KQ3!vVq_IQy9`R7k7<_e6aMg+&X{cV30 zAw=kfPU}v0;8eQthx;sH^K&wI_n2Xd<#k9H2*nAOj0Md{z~`S=DqCA-7Z<78u=#Fn zr+@q3uWSRZWk|kTy-x(e3*dFm137I^i3%%IXR*QI;A~}4EYa%tcB8LEHP5=~QH>3T zn(G2S*-}MqD1q2>7bx=6uemt>giElq^I~BsMe3FI?2E#p!ckE68Fa^`z*xy>AOlIh z22kAx(rrgaCmPx(e}1`MdqS@-_kKAvEL4+uC^3ILv!QD$Sf+tWLLgI4v*4XDD8-YD z3}%wwYjvuQ2UWm?0(?Me#<~-Lju>SSun2T;(6xHpofaZfrpkwNQ3mlz`T0`8ex8_6MeO4+B#Z(U z2~c6(kv()eKr<3+b-Z#86%~~y+;x!S%n$1&j4?a)x6H#3(MXNTrGx~2l=P3@1nYQ0 zUs*!@9$vNbZ>&qTVuLkFatGcv@6xhLimcAnOTSh|9ZsE6e=#Y4jYWezng1ftdc~ap z?jdHkXnJ%2J{T-a%tvh%l2#j7Urr_xIJIAE-3)ws$GHuSsYGhUD5*LHFGZ;TmrsSi zt4;zH(*&u@>3Z?|@o@YE7gy|T*%!^9H1G6%A(4v`wBi(fF!3T_xXuZij4VOFiXJF` zQH!@)X3|g;<=)aCa$?U2V>Wyi2bq zzqS&VQp!p`ws+_V)<+5&XAVAJy*B^T&I27xbYNB~vRV$rr*i^tD>82p&42$<-h#x* zgDq?Geif9-K=GbC3_u(X2T#F+NWsiJ_$YVq0}>fr4uFu$!8V*xXA93y)^$>3KS-~)Zzz8NHh@u5%F=)ll9?N!Rzz6=d6MGFQUJnP=*4SH~489VNSFGC&Nb3_k zq@+TPsF=%E(Cqm@!}?b^r!1d_BjQKWaIIHbAKIgPRF+#mAH~MG5VvWSjgOYuKHFBA z1HlZxs~gM5@#l{7!j+IPx>oiD{&L#WMff!`B0e%cg_hK+s%k_QJ$a@Y99C<;sz-|+ zC@a+G^h*CVi}jg(=S+I}BWpgl?i@Y4neUb6Lxg6StPF#zT&qNxz_C#i`9{Fjkbeyp zrj#jN?af|t0gsYO{Z-RzJQ|guw(!X`;{?D!2Bi)*k$Sqo6o3R=5#y`kJCG7V{FWub z0ue4Qk|L^{qku(`>jNJige?h!P?!HHkOSYpQ~dL|bpn&^0HmIAigO*r{rym_2!`ju zdqxOGIAlNs*ARFaF`x|j!jF648BCnLuz!0>uYd#p5iPAKkH916bm*nR;{6f4LhyxR z?y;o2O|rp4{$bD6E5H#Euv@S_=)Nh7zqaQWIBXDk%aPpAG@PEAmO~kfwn<)}iSW}O z*PG46YJ>V;@WUliYc?Z-@M+_ zIT;5BjvLCCjND8_<_hoccF!K%SYa=Kt^;Sl^;c>i=^?Pi{X4~D{>I$V%7`ICr8*Om zbNd5bfO6>dr>7yupC7>*Fo}rhZZ>ECoSseqlkF~G_)JY8&T53orgi$_fEBnXD$-B$ zm|nB&KLLnOwVS#NX)(U=jmoO1tlo!M?LV*~)oC{`BZHJ=ETZ0W-97I)Tpw=*ZhHiB zl0i?BoSVCWpV0a*De2XJWqL2J0NjoArWDI8mAd|c`hQ8uX<|8bKT7Nn3_7zz#IQ*<$bMM1>YDk@E+x}|G~3NjGzb9gl*;D zdZ88+M3=n$ez=yKsIU9gVYbSvLnTE)WBuD-P#$j=T(XT#V&h(WE)`=Hef8sG;XK;! zQ~P6aPvu8mFB|>osplX5Sa6nZHOL8{q2<6keo2$79;DLcm09`kvbOj3D4fSx%q+=i z=wkA#x$IFiS3QE?pEQ(Sk2v7noUAJQ>RIbc zYXA2UasWcgBat>hM*1);Amvk76c=(DPW!k>oHhR%(tQMUZg8yrV#r$_B*O>JIWIfF zT9vA7=;32hTrW|BOUgcDcxcE1#w!Gq0TVpbV3GmHR=0u>BS^G09*v@pT*+$#8~hToO)xfao?t5alUo>3@!hNqrl*h6uxN$OO!XgDD|_U zLoGMw;_+wBR$$yHRiVs8sHrFaVX~dVPEOn|=c^hd+EB5ABufX!uF3&zCH?GpC96(y zWn{V7lMiTna+3UCx=?Jb0!XI`i=QhK!f;_ci?{NO4{jOSW#b zi@xk*vRdhj`tygluPYU1C{MN2$Mw^JXV}zFXz9sm*>1%tOW2FhRN;P8krU`s)Bt^E zFD{N59a^kxchKgNn1vF}#nlU9Uguc12EK!}Nk93k>u$LlZDvI%qI9&sy4tCz8AJ9u z#JTRGqM{T3Qpu}rfosdm!s3H@!alt0#3o{wyV+uyatP%Hrl?KNpi6MM!1BvNtBYpN z40RkkAh+Rca&&aGgIp=V>bwEILNs#l&--Fy@LD23V0mTbMMYi8p8fw!6GYl@Mxrch(Z-ei^6BqppexFUjh#B<>0J#OMxM`?4DTNPW9$`U|5@t2_2&V9#|JFS#=GWt zF$Pqb!WOx*z3a)nxH1~Vs~8xn9k?DOUIZy!Km=$}=wH^R5XUNV}qL#iq*x^hXhwk3CaQKtABF+Zy! zYjw3FVVb%%%~QTli#R~R&Vu+SwzEwzWw7r8?SQ-N8kL_%@XpJZg+(;&zo}UvwXvBm z#`_jT_p~$>=pX`C_}%F3mEQrp2+JyoHj@8xZB`x+fE>^OchrHy-g5+mZvaq`A*xsk z;WHYf075XujrZb6$I;0NL0jQPMu1>2iN7yigNjKce?nsMPz+XgBp1VW>Jv4@@}uzW+-eBH@0(2U53353c=?~1CbelT<)HzNF92-7|fukIHXc;o48`F~+I zwARyitMZ<_7;xRD`?>?M!oR7D46ws8&1N{LEzLOCuo>CeDRJZ z&u~+uFI*gDvSvAJV9rV_h~$^lm@q>ZV|6t-L#^yk1k4wA2$vxs%-SIVq8%vv;Z*zLT1j>Yrma4hN z2_LLaj%%a+1vf1*mo-{QNWfk@S^!k%5iNU(TG#%9>ZvPG^|KI9BU^6JjuVi;Rv)lF zKC0c5Vs4#URmG{K;ll6ykzT8dLG?^Te&nN^okM?b_oZzOuZ|kY(o04_tsil+Mnp${ zXgE8AMS5mYt8sa(gs!)@*UsL)UGkg`_E5G7jN7+^FqvJjK+CP}v@Z{erlI?skXQjb z-5d~NVb^`Kp>Y<;Hd;F%tBZm16cT-b`w}Y9gamWw znXH-%zemYz)6vy;>s&P3bV*!NGJpcX#&Q2=D13mV0z>>&D*qZN-x5K27#xfD@bSyw zlnRtbEXGJ*I0m+T4@&^8Q)e zr1W^wglcO=u%o2M^{qbx4pNzeU_PSdEPYfaDxs%jG&^ge`NM@-g-69}P(q@%GFUf3 z#^UCOf=ri_>p>3T{v+670v;^%qQ1wE0)@R0yhU*Y#V- z1B<;sCISZQ=&(lM^ZGS`6Ia_)TB@I&{>jOYA>j|a3s$RRB{LU@X(}xZYbXo%BZn>3 z&-F8(rB0GDb1s?(=@{$YR_67e-9A+LqkpO>-#fA)Hiz*Kq-TIw;RML5IfejTEZ7tN%H=rvnZ>pw^Gv2czFq>i?tq67X zA^#50N3-q!(MP>aqw6-HOcwFN6oJpdKg|+F?-N6P0qC{pay)Sdkdp?b``jOoT58?hc=`JO{TO9{fTi_J@L3 z|AvHQW@dpoBOb6P;12R5I|1*8#8X6KEb8Hg=pHZMp(s?Lhw-)j!6Zi{uT^j39t&nR zDCJR0JOU#x(Q&k2`5-3}v?(v>U!HQT8@WJlExG8575{&?O zB>-kWVfBFR|2in6Ft)+SkC2X!mCZo>Fjo3e3>Z*|sJGyUO)?H{T%>&!mPHWlAu1va zm*F!)aFv242}xA(vIA_C|1~%Gk^$yUPD#U{?wZ*_50?_f=F5bxja-?TU08n$tpxS1lw9KTZ6^?|?Y`{$lt z51EunKBQn;A8vdP4gL1MY-V}=%`lI-IMi2t9LKPHOmic(k55kzcbU_M@%^SqyV!^0 z`XzlVEaRh-D)UD49H}Qb5QH=b$~UOBC_Lw(8~R<`U&@|Mla-r%pJ)S(dCA`DJI4YJ z*nHO3et0f(WM^j|Yj3o=r^Yo(WG0Tt2zgpk5T@V9Sex!f|8i5~a2$?x?%Vh7>TU*+ zH(756WJgfHxp4z}dL-jGJTh|wV62pk01=EI=b7Fb03oVt9wmfoR?EjAxgTfAo2>G6>dAW_j*fJf(&sNWe}_o9LlQ%_-Yi> zdn~{WjJ!dK5qNo8cUiS|_W|FTx=mFa5QkEVio^G1vj+j!&r6cTE<@o*VtgKm(j6=mC^Pc=$Vd2EIv_)247f@*c(&BI5 zWmKXJDs@Ek44({SmLS?RV8nC>D$Dgx4p#jR=E^8A62oQ~8_l5&ffJ2u9&_5sAh#Ku|~k4CoGPRAz|5BS*2f->04?64!z)a1q0cn%Xwl#f$r zLtYb|S-4(N7Ts4s`~V~Z=vDh|T@(Y-Nxwf)_Gv)%Ri-;3yrKV=^3A$D1)W?hZCfhC zQ>^r^^?ZtihxGKlLzv&dy%<_O9?;M12IW?rB-fUdPat~T9vI%Zk~|o^FPLBi~Sx6AQ<+MOoxaa zZ&>Sx zPXQZM0AaBr0p;2tL4W1wSk1o%x`yx}^v<7<+=h_m^78T++wk5YA0zz96e1B2)F=vy zNiddyqw~g<>_Jh8AOQM<8r=Rf8W3p*`PR1Q=++gat5@pl>(NsNQ<9Sn;iKmdQiJ;8 zn-sax-oJ#aa~NZCl=Qert&3|H?Fg@<-Q89TnGW=bqH}-3Hy4%(0FGtLR6l zr#f`cXH_zFkMI}n{urG3A!E*`w^((Ru#d{CXs1Z_$OxyHhK?GpBQTC74RUBfNnM>T z4Y{T7gFkrQD-G^9Ff17nUfP8SvxW#;A8ZEZg> zx3z8U@5k2A&;VN^qG2B#gcKy_9aicH$?1*7#i3cD=juf|riM@6a&5cw{|^0MS^6J5 zvzdVM6KIG;LQMFdLgEZ)a@B+Tn{wV2xWW0W^O9Zt4;zTEpp0VjxnIDMHMn13L_-n* z;U{Hnf`JJ>LijYz5xMiFI+szSX;4TAKcuXu+)=y&r!$f7a>T`*d-o#z(3{B+2gGO< z{<270Bn%h$FZMO@9G-x|5^aWys0M)dpSd^`;d&9U>W0*7-#$UvdDJYTxL*l zu9er;esXkl>W-f4oA$ocC!M)ZXz_4v=r{+kHsR>_oJ2+*H3qjD#y2$uNc-YQ z-^aba{4~F2(>R8nv8bqjV>7V17gJn-#xMSGmHAnXf&Ki2e5Z6vl|PEL-%V_GHCQpPGZ zJriwI1+`7I^sCrBduFz7qD}`&<#T8wRmHd=?BYV{2n7VbERn;ZkMm3S=FD`M`qsAx z*SbA)Gr@D>Ynb0PjDCuoxYR%7pk)-QFp#>`rgzukb%y( zK_`%#%IEm1430oVXS}WoKbcPUv!v z%%wVNSbaaa|2?!UxJnVo%cpcJG7<8~ee7U=_v$bMbBxpI!An|Rjyzr25I?|MrKF{O zQX5+z_n6Z>Z7RP z6!x2;N*s%#wgj?Jc44<{Z35!2^?^a`Bl!IRcn#vOM7^SFJt&W`89@xvtv>adntOST|=StZynEUn8&)C4~j6McXIkN43xX>hC9Xet&jfb=SX`nM7OLEtSsQ zx0pGqufDwCKykfdQWoRsDHt6cO~Cb$c7{H6D^+3E#n7lR;gtMG_=vQPuR`OGJI}Oq zd!NFs(rVDn-R&j8Oz^osxKMcb!2^kx{;Mofv&H5cpDdM%>~UGA97EP9W*ug-`)%Mr zcpGftHVI5DQXK$(#D|1c@MVC(sTAjTQyJE+>*edEhfSV_WviDU;((|JV(iW3Wk?nc1tD|O1ek&h4GoXF#@CmZeel-mBmww_ zsTI_updFAS`x_sS2H$oHe!%rF+=D&YI=VgXcEeo(_$bhcfj0% z1OQt2`it%4-4s401fuebdAq+1L#g;H2WzG@)qlA)_f7`$oN*cR66!VofR(d^V)5ov zZt`oXIe7WRy}Kw>VY#^sS=rfeXTQo`=RUiG`UQg8yj~c@*O%g7N+xs12cZ(Rr{xH= z+=Z5BWBrauypR0RAu&zgMXtRoI&qp(lkOhkb{GvovsU}~BO_1X0Z%BfJwQ3%zV0?K zFi`k$oMlnX30H4nLC(YeZyw{m2`84m8by%fZc>WbSHVbLm%H>iB@kEWnX}6JC+q#6 z%84Z1Ol3BjE#)}Hqcsk-UVt{ADSQOP?;SR zgh|pFA093U;|DNTQzNE-vt=2|Cr#qvNJjnvP6_^EJn%ViFVasj6QTo$kyzXG#_YTJ zFlMLN_1HWnt)m~;26I!^7mZQcrhgb?UIq&0RxB!4WJn_q??2B}av)S?t?M^mKFnr7T~m7`fG-wej%U zeqT&tVJgZ@^@x^Y<)Osz%j)^F+LS_kF+Z>@i=|X_KynwA8$=!CNGzAdD7f3D_2x1=~# z2!*ht4hRvspn~N^0sPcZYwsu`NrrP5H460ONCBm|sx;2UlFNk`7*6?v_qa7#V(LoE zF?xD>?$f8aRQys`Q>kGInJ@&Qc^PYv-wK;^lz@|acxZ{WGq zoee}oyfQph2QMdLlmfTaCspNYd|cdu(mnKVDE6W2DUwt}dii#3MaEObQ8!(73F!S! zdqeg%#qb06NpP4rz7s{k38(|D!-)KcY}ZfY%ndd(wNm9ASQNN}Bgx9=Lvcc#gq$sM zKYsNnWTk_GiaRMn_`M?|Aj3BR$=kp%YtO(yN0T3e?x@(af}9GB5*HUhQCMQm^H&*T zI!D%7WV~WKH}Jx`N>jyGKP)}{@}-OA9=$Tzdn%&$`qcJ;_qt=~GD>Kkmd|39K2>{N zS>L{~fpJ!Q#g&v-@Cyb;X=X=P@qM(-W_>Z8#STWuBK~eaZ1N+s!mAoXv8S8&F=@0A z{!8_AgX6*lsMe&e0Y?nKWP{k%noUH3$G%?NpZptSM_gb$lX-~;P=M9^ReB`mq+vuGlH_XHr56K)t#=r4aeeH?TP9UUE%Eg<0J zhx`+G-pGFebC!ezx`c#;&^dEvmZ+sAV`pcl2IsTWM|IQ~ctgB(>~URx=^s6sF^YJ5 zQ1@1Y#OcDic4C$rV#u>|D}50KrQ^|7%89)vI+?51`Q_ENof!_{+XBCSZ?=AG;Pb@6 zgG>InbJpu``3tYyATJwDSvhZw1uCP8K+4Obbkz<-@)G%PpTE`Xg|OS8^Wdhk0YK?n zcsNztv8$M*q+mZO$L!J#+_15j5b5}f(5x)llY4&yC-qa((gLKObewMH-F)cOb05W( zluJ#`z44K1t{{lvF_bh63~tVtMNV+tqmq3z)5GrGaGA_8(D-*iRey#4ulyDr?afNg zC;R0OxaRDzu&e8K6k88X*9m_EP2!Snd)jX}__M@1eX-)6-LaZmz_R5cqt4bt$die5I9}*$QH$NH9joO=ik{rBi-?oG z0Nh`{E4B@K#*z!XNbS9$Uzaqdlj=6sWiROcKf#o)qYav`?-?1w!TqgAjyw#Ne;>m* zPl64(gw+=(tFe|{?7>GUR#sL2;4=ft#LNRN=Q{rvK40wCN~nLew+HhIz!w{E z`#;jr=@&Rp$okd0maQy?)oewyufus^$Wf=}AZ#1pnX8c|RhAn!7W~%7s2|(rw1BcH z;7Kp6Z0C~$Lqo8K!JkLPe(V>7Nt)*c2^>8`i~2Cb8ILRYPdlKc?*ERAi0ZoU&(0xK zAums$<(tkt(x_0E0FspiaKVH)>;~Rin|$-({q38g!}l=`zlCx5y4BOB>c#x}oj}T6 zzv%7P7$5O_O0D^O3*{g5>+hfb(&I1lWbEdR06yZS zsZl!NdKbI3OAxZ83lfXo&6Tt?Dg={U#v#8*fq*WU-U+bbvs+NCI|-vm58Sq|LG)vw zrh7(ZQlhK`t~1~pLMeR6wO>X-@D7Nn{uq&A`v{m-sP?+q>*$cf3CqO7BIviCfIn6@ zk+Wt8SaD)X$``oxOlvS8P81$8h8KC-FO#xy2t#IrZ&(MMSfFwTNn)EW1brn9uY%=V zD0^_$j15A>pp8SEN_Ma8OaC(0T4~*?$8DjiW(Nz4mo)m+IXPPPSb;!Ezgul(ejG>zt2zD4WTdU3gtpFxU>Zr^ZU; zax=K>995g5>bU&cWYZFf*L101`zOBhU!U-aHy8{G9glY+N4f!b%;Uy<===^usJ+&X zry;zLt`*1QzFk$S`5n$e^x)DeL>1!^?%52fYA&AJqdViJ>wviUTdz)$)6vDS2@zkI z@PhKlu0|aRuz`V&A;M2>ywVKk>*Lm3K3SCx7UrMd$|)|6m0q|wT2KZYl`T*6291q< zkkd5OLK|cz8dW)X@adXR|GJ(@d$3L|!S_7_A^{&CPGSrsS_^a=lp?c{5c1Wlunk)H zld;y!EZ^S?$*HLxi;McI4EV@tT{Qt>Jn9Rl88d>iasTmkp2hK#>MQp^)etx~u_;v4 z>@Y*aPm`UIM!ij7n=h?()@Z`8-1m~bPb6#Tv*7-m0>5#;mvHgH61@hl-V%Z2-wVuM zzPGheB;&Tv-|yhdQW{!w=*OF*GIq1^UkC#Nz_#%pFSdtS2eYlVU;?yKnE$3P6V|?d zWxLBRG&hBHtSKT<%3cgb{`IYuhnvebZs<2~Ft`%3+801O}aPB>tyan+=}V^V=L{)?~OdHdmcwrau67++M`5%(50l&V27At6do`D<=Y zX=8+jg7ovfk&)JL7YV^vIPZv_$N07V`t^{KJ<5#DZ91_P8|{U8lbIy16K#UYsOVr_ zxE6<0r(Mdml&l^yyR7Xisg#s=3D~4;2+UQ8;wmofVr+3YuB*ssz;Qy7g9eRV9X}jFv*PElj3xu=8HL&Y0RfUd;TB!& zysf$~wUl=Ves3Jn$Q}&JVET&Rmb1^Oq87{8l6=jOf| zUVDrukt?XI5;I!3zzE%k?`rIE)$;;dJW(5FZUNCp&PQg(F~iwB zd5Oy}gmv2P%NyR)sI}*_-(ji2DLRvQ+u%EA1Y5T%m~Rjeq;~`xbUJ{SFieln<|Br< zGiMhorMzKqLt?$>9`}MH(*n$Rg+T2`+5v_Mg5MJba&eEpcZ!wQF>xn&mkv+w(PX() zj7&{U1+>m3K~&etWy18>`1tbL8rPy_N9ZkQi#Rdzlj z*&PnAN(+-7vXi;Dd#x{n7H9A0)weeT)+d=H3Sz&VJs5B3aLkXoO7f`GjyLRH4$QAS z{QsL@w+4Hckj$!Km-7e;L4o%rFqmUklHQ6Ayf`6O@DToP>t5CS=T*9ho}S#Wn4(iun14T6Q{L9+#+|Xrt)Ah4|JRj8HqN4iQ|!0X2iQEThI%cZmioY27%VHZ z^{EB|coD@VGFhOZp@J9GeqzJM^X>z;tgI)#4UiBnJ$S3pGmg*5h)Cb>Mp+fQ-=JHT zTb5u?S!wV`OHFB=JNK4Uu#b9IP0f}-VNs&s&qw?g-s%^>;oc4o<@vBZ+l(apfrb&F zGl&XvM?}6B0$+jm3qee_|7N@Ake2})hP0X*5@!SWlaEh&dODIj`zf#KUT~W(umoSe ze*J1%696AcBi?9LWhLBk-gu*vCaf^gb#+O?+zY*BaGjnx^O6R7X+9Sg5<-SO*nQzt z0e0Ex@moTFPuaKJVIVdzTL@Ehp7SHSgL;ooW1V*~uX|$b%Nx_nu~UCk@)=b88!;d4 z3hlQR$R>|_IwiCUS@wIParh#Pg~lJ~Yx+DW8g=Wv>F|^xcv!(AJJ{m|r)!MO1_cgU zQol$WLMi)DPYWXddAk%S=*SAWtBA{G&8CV%s40Kc*szNHdS`S><<$4W`ziaG>WeBD4^Bt0pS|v2#ubmo;lww5^NF2kT!jttVvszf%uJ21Hp|m4 zS3uMk0C=zkM1s7u(8Yu%Ow=IZ&A*}F=W&c}IDsMlo?J}~S3Kd}*?l|ns&VrQ!uN)T zi6yo1x6o*}7O?E272ev!1kxusw;$cc*7d@qj?2UA2?+_Iq;VPmE+z`nx{*bqh1BKD z9J#ETwS%tTPPDxak9wK}`*(Z0Haywp?srLt$m9Im!A*51Qa6U!!!g~+~!gEPJ6s0T6dh}P$7fO z#z=ieZ_2_o3fMl}|EuRQcjMmc;rIH=qXDK;3PIuq{j#K!#-F`3iL3SxHv_FHsulf3 ze7>PwSKE}G-h0Hoh=Wr3kmpTv7U`JwP)f$0z+)slD>hd3iks^#=$Al&`}#4&OQzXj z)KK>#(fQzJM>a1ItG|1yuPPy7Wo@lp)|xc9A}lW4q@>WLbbEP^RY@riy~yBDeP`DK z9M6jHSC;D+mXij9U&&A$lq@Vuz-Han^;l9=<`r)R(q@4qvYwD^SX9_S3Rn60!8j#5 z%4Z=mr%-6YjfC5Zn=0qx)EjK&uz7qE-mXqe{0!MM!C_&PB3Q}y7^B2{CEs0|%$NOM z;Gi9chDm);DRn?<2Jmc~#SA%;LMG}A=>Avv*r#*cHjJ+trTVh6yHWECNnJKq-01#k z=Q}*~4KtxhxVb4}BUv3=OGEbBaYTm!C?4Us4L;0@iM==}koV-> zzhm;``hQCUwUm<51BlVF7hmh*+zjnqn$7Rfzhkd)k6Y-yQ##jh(`SGG$PzSm!mKeB zJmHYbSCqc-Un^`OG z$~K&SuyF2Q3wqh#1%t@sWUf9t4RF?!O7A_HzKI`57vSUh3Y0oQq@0 zkJ%pgoqjL%=Qt9<`Kf9%s)r=kL!W2jlXhtbweyoh1EWcv$~wKPlhW9aRyR?NH~2b+ z#2YRcDnqe8bZ4b46i>~4YY_`R*0jD6kaf+juTZ3@DM=`adxZa!82R{I&RMqvs}@sC z{<{t<46+95I6}vG=Z;7-sv;5-1@5A+nr;DtPWY*raZHjg&&Pw7OR2&NVkU4FG5CBw zvl7pSP;e?PE4o_Q2_X=Q|Kh{H!~b+houa83|!$|ifQ9L`Hgw*NiP9)P4o*@y!e zTAQ2yn0Ja*9*HRCf^qq)=cPk?Of8beng^^~Gm1)5A5*CH4GHxr>?gid(3I zb!`*hXjM)7v66#{s^u4ah#UZkV7x>**EIvVZ!=EM>dMLy1oC!S535lFdZ7aOeCm0u zl|R4;0VI!=oZqwAaVT!S0{DJPZ7mNK4_G3noDS70>_ogbqn=$(T~L8(4qwd*6M^!< z^51IAv*CPxn)H4IgZQ|4H_axj<8q0D?n0G`=Hv_SR&YV@z4bbq#1q!f@?sk@WbvW8 z>VWqN$ls1qCQ(jg$4aANjB9pr#><`*R8+)weRV%aq0#*|EG6rb;dzDz9U0ei%MU&j zT3X!lLW&nXQoCzAJ%78|VYt*V-A;WJiz=~)vW6AsOG$IvU(oWGttPrKD<_cjE5q}d#EFTzYB$daP=W-Gf{oK08jHvxGFjk|?)`XbQ`20i zaXUyW&POmEXpC0^UzR`NvwzAY5Leja;cfpFv}R~gKuyp@ir>0*doGG~SKMZuA+;bA zT^{|S2>QPgNuP&{&mcibU=+@rWj)po#rZFpvzvs}m1bZVMRDKqu6Q)1y zZA6?RGTu-c;3KvR?D@mGOK#^n-b!O8LcJ-uZBs}yXjp-}@@5X&`lPzT(U=*Y|DR$q zjqWFTfvu#MWNxkxudw)exN=-mX}ro}RhoR$UaGB+h+XYPVOIK=gIxPyiF4^aWvQg` z^nA-D2Ji&Ft8?ZC$M-|XrGE7g3@Nt(q+A=76&GC8Tv-Vo&9C)uKGbNab!vvb$W3^6 z?Yy@>)ZqkoMYoJJJi@`b+hEAlH#F2TM4#}|DzYI9w@ONaD!LI5%L~V%w}Ua#VP9Tj zoI~BaHWzeh`t0zMqUBTjz^n@2FxX^%7wY{+#xF{C-d8YG0<)Byr6JC=3VGtd`O&no z*8{`a4PAftICmUDU}16hQPbhTaEaNlArlgO4el2U5F`B`Q)eAjW%_=75C!R$6hsgZ zMd|KFkdRV9TDrTXyFo!Z1wlXr>5vxbZjeSArSrXx^Zl*$&RVl(7JtmhInQ(7SM2@S zRL4!oZl`YR*K?0+fuTO( z`0{?f6c`wOR;Qr$df8o6x|7o=Yfe z3yT=Q5d@Q-2uj|#;VL3!?XMqJo6#Pv;}eT>OUPpsqkP*MHk}+Fli{Hy=?%#Wz#&pm zd+o1N3KrJ*)YKN6JKEBNzT`V!84RVxl}f)BmB$4)Fn_-Oh4Sxw=2`f!i%dmIOG`t{ zqFKu13FS{=K{!a^VAoYb_MVO3!Jw@0DnI{t%}IiI`**U*^u z-o1L+XvrI&FaI&0!3VNMcaF7$r==ikBGxuWPo}fv?yRHZ$-~E#KaZW#b(kQDHwzrRA{#1L$uJ;4>VwLz<3+>9|k|o96s2enGKn%c|JWjXiFF2{2(8f z5Z^XwlFn;XXsYMB9KLzJXlJgqx! zlxs&OS<>RK;dq!RIC*+9JoKZtS5i&wYPVgmzC8Q$vDnjM)cDcRE&*(fZH9}U85|#F zwItKgFAa8tb=aYfF6U*M#Ypg9iz^?>%t|>4Ngvj=T;ixo=W*Ps4081-^bO;!ssCGr zlDkPWzeEGuZbfdJW=l5wP)mbD3LCb(>eLT?j}OpFx!JQ>I*b;_Tq)kVUZYIf!RwuB z``=hj!3QBpI6697|EgZJvQxMFzAfafT+twb)Mei$tMenGtMcHYJ69nspL{`stXgo=--{JDouikF1y_j9hKXGGAb^a9}Jf6ig}iLe)F;BAb;?X zAr`@9gxLyxZN2xUJ0iOTROI)%PLb{EW}%Yiq3438)Vh9O3eIof#|k0Rh{VOk>>~i$fF$=?bmC1@c&v}&E_^e3ueM7sH$C-&Nr8;( zy$XYZMA7zLbZdxC;W4|P2h2y(4BzK!Klacjhi4c zbKl}PERoA;AAB9fJww=Vk36$s7F*f`2NIHJMC70S zPqs$Mx9sqzW)N^KSeM{zQ+u_1Pi-;Xzv%wc<7{4Ztfa2_>>3%x2<;Bs(k(LojfRkg ze`UCDd`g;tUxkdvHj_^JLW?{S^^lQhV2R7welDq;k%{TP@O8K{iQN&8g5aSl;yQDw zqLyO`k&FED{R6p{fUpc^Dt<=K#_DCo_>P{oIr#_k-L8~9sH&?CZ@cJmh|y90Y9KC}__qI?N&Csg0*K!7Caj!06qCMh3!kFXN<{&5_Xp0s z#_?PqZ~HoE536A`4kF>ue|IiITQ1v&`(v>^92_{Ip@N4aD(jB+8!HlE*Ea^oFZ3N9 zZ4BUg1D6PRN8{Leh(2%dYQ4W7i|hZyp-JXsjxq+cl+perE)K%xsXov{o(+GdVRH9$ zi7khO9Dp~l#gtN0?vwq=5cM={Q!tk0spIdi=c&PFF?VrRwXp-0#Rmqyy!#nu z-*M9~Q^fEKXyC0E9r+49JX5{*^Oonn`t%g7eRb~D{O{DwTGmJfot0f`!{L|~P+{BJ zcIy8s$VQw*Hwt8IxWqPSiJ#s2otsb1_vSk|>$^Lmg|f|#sZ6b#vkO_L4~z88D_Bfz zX||DtXJ_wDOq;WOLVm0{OXE*Q;3P#~bvE&K*I!khS~{mF6noQUXsJJ^>zwB9j)5gt zV8CEb^~sPN8Nc=8d@PC}n6q$eUu53A;hXg4VP=Llh$2CiQ)E|_Wt9S#zv&zzN&NbL z=QdCK_M3Jt{w1t(;1@BVEXHMh5d+nMg9G97=e;l&wEr3LTcR?-Zzp{Gs00%&@NBJ4ZtFT@lpDWp-%#7Nhk)=doX3daz<-`^ zyHr6?qp)^^7JCJlyzkmVu4UBJI6RMI3GsuGL6*))#J4P@TZP-eMbW_ZK}wv}>L(h< ziD3PQ1d%@@vRFWFibX*K+}ePXOU~q%bkDl?vvSvxDf80#;_djSi=4GBqRzMKEiYVA z_`|D)CT8TpXB)w**7`%4gx&nW6zasYnGighC~h)e?>}`5K@=ywHs0be@fw)6TLlT{ zDs+so%NIy9(0APQZ(jcj+*p^U^EA5En+We9RIT|nHN5mfu!4kb73}^J>CkBusw)mS zICg&0dZ*84FG3|*T>NGrvw1N5CTxpSxZnN^aOgAc41deO+t($NhP}j)G04i1Vm92t zZrJgA!m{Bl*zNp_7|iRM!EKK zE>wPKIC;()^+x%2G%@G>OzunHuus+o!??;DX++B*_P@g{3ZWtZ2oD}%-BJ`k9qS?m zdZ4)J$&SNYmqXV**ZPD6%6qW0hJyt}roY#>+Keic)M8~{ghl6$7#{^PZ;=WGd`j$F zjd(@UQSk!Stq4dUVk^Z*kX@YH$r$P@Z4whAj9)hVEWIy~d z#@Hu@k<2N)0<55(xY`RAmN0}V5G4WtZ2s+;Ut=eT;=AEUGB5za5)6i<;pIT2CbGjK zKW6b1d@KN{3|Lorp)x!$dNcaOZ9#yRUuaHLN{Wx#t0ES<38)Bxqwgy48jIiQ#?y~< znZ+}T9xuorapKb}CW$wH7ad##Z$3T1;fMhN*8Kh(cD?4L#E1EASlYZ+BL*D@Ieq*G z>r#@U&hEp|S3LFJ&Q;%(?{0k53T^$&#Np&JnAPS`ZPWNLKJG-X^_dbah*x7%-v8vW zNzy(X7?Mct5b>VH;h2(8Z#aLVq3aO2#fa$PZ~xcBcMby0?mTG)WM@wRt_sJLlvp#~ zY~>FZo#^C(Hvr;*sn-$luHiuvD;Nu6KzH~4@hL-CN#LjW1NcF_)21WHlvB~sgVTZq zp7b??e4xUapTEI-i!<-!1)FSD``^OScP6^-ku-sUe^$}=sb!Ea&lf-vu>$!Ph81~* z)7z_%n7J54VI8yVsTkP0ApRt%2SS+#vnAtF2@x!G;A{!U3Djm6#X;pbk{p*XUat42tq}73B?EAL$+5xYF>t-Oyh zaILNEFUd4gpr0Rds{PN0U`bL{%d2!2Ug~6sNlXl+?GyE~Vz#ofo+&PlAm>a5giMkX zNQRWuUX-7yyn6AxIzJrc+Z!W`3P%b@RW)^J@I!2%uvWgV1C2yRLPBc9 znAh^HgG{NsvsI&n2Pp+5C0U>x1My9vg*iHEE7V?hd@5)H4-QVy-D;uJtEk|JfA`Mm z$C&`yZvW4HJr3*#1VU(DCstGUX@Wi)IaCe?;omAHU+^hSV~Y-MzC>gHt#Q22@CSoQ z$HV`yw9!x0Dyzhd!R@TfG{XIUfsql10gEZmN`ih{J1=li(82~orgvLSkT;u;wy}|g zo61l>cy0?kxvMGywbi(epyE_DCM-eq|7(gU834lL*>hVwzN-y^g$u=>pJ?lfe|a|K zUQ6HUm4BGTr&{}r$@Hf@ZS(J6r`MOd+L565D?G7nMFr?-sI2Vr>PlQm) z+P#kFx~VhVnT%h9L^3>k&RaKG?OwtQr6I%{^BEkzG?GwQWJU^?g_Pv2I-& zV6a2rZ^ol?3pRaTo?CwEMePf=NDalUPJDN9f>9v+aQJtdC70nhO*x#K4F8B#QRU#+L~P^X0g%6d>+?-} z81V}M60rl>P}xw%v@DxLZI^V=deAFZ6^16iAh9cUzcDK~L6A1s$r$F>Wz;b{_6*cz zc6QFdeV3Jy2@&epJuZhhgsGYBROhLeM_bN=OB8)`9WFJGnSJ&79{p^-Uxk95!;J12 zaKm$G$)q*tFoKlTuUWV$-1apw*@FjL(@n`TbP~oJx9$JZCTLjRfBKe*E9LN)T~XSJ z_bJitgm@4wIwxK(8^gOp(Ragrbs?;VQta*rq(qVnpUeA=0a*07dWUcF6+*?}@?X0Y zg`%c*`Zwd6lCTb<76B*_w;W=#l|5O0x+Zt6*R4x#+Qb$a^E>>b%T$bCAEDF|de(2O zobB798hEcgZs*YklrZ1ED|%2Ydf@#9_jj;VQC88gf9DRcbbR30a+tq_-FA;eez>6g z*7~|$$A}rYvobz^wuG-7o|LWGy5LK+XQtNZ*@gI&eK%hW4&l7>iQV0e4e(z1gEEy! z(!a}6GKW2riBDBBTw^e6oFY_FMohWF^q^sTf>x7oquKbKkfb8+6s>#OohjDB28LI} zoPP8}9?I%;6Oo0572j%=#A$lW@g%Wx3iR)1Aqm+qXcpfA+#)2PRTQKrCCLDO1eS+` zT5t*jKbR*?0kA&sti7-l76bARJ(wvJV|0D21Y#BO53b4Xi%n(<-j zGpL^cUI!F7GD2!j^MoEZxJZXVKr-MI&-nJ?C@F1~s%a0++&#rLl zuv9@I;)`>8qk*n?xqp|k?=7pT5-K>1Z{9!-!cxesUG;KKw0vOm%T$~5IlPhZAW&2;38wyw#To-meS_KCZvyGIBboiqvMgqDB5yAzzuj*NVc)RSJf}{Zygmv_@A(` z%?{EHo&j>*&;V-fa@b2v`lcv!>Rz4Q$GtofoohVQJ(v*PmsYCR2hQb@E1E(+VLp2- z%#Y&Y;$^lHWnO@W=i$SKsu5NAJff;Y8X!vPfbTAXrwEb&6nE*x_wUrc=wG6G&XPx* zS@+z*^c6wM7;nuivA**WJCpHAXr)X@hTs_*$jNHJ__@+c)S1@5W(Z|8uub42mxVVI zB#LmVFWJ}J4r)2M6ufyqCMMO_;LGA*QW;&Yeg#j+`q$qqxc6wd35%P>QpW@ zbG|OVRxiDE7$Pk(=sP6A=hnYTd@Lm6{aUWa z87mCcVn8I34Ffw(Rds7^%A!=?W?$$TPJ&+fB(%B)YkmD7)#Bi)MfjG%G6`@VLX1G= zyLKbz9z0GnFX4#ocwd~MT(v3)B*K249F(HM7+ir-SD&v#FV1jD@9{^#>~`rt$5or% z9%KV|K8}WS5tc?W25tD|)7t_kd*Y9;RxUYev;i;=@Fn1dcUl@9Cyy4@ocGnq$S4@M z|5O7HQMQyS$coWXQ6{#{NDuBVuQJ|5nZ4jmrdX?Co}0g-mbHr{}9-wzR$#mD!eW=5K8Pdw;(^^-s<0Lh4UU&)<`@6T%_3 zXu}nyo~xA7^n1;5GGjTT6K*EQna1qIxP6%Wpc4`0U<+}UT~SBG2va&j$DvbN62jETr*=C09PP!&e^B+D=XwcN~~-v@oPDPbnv^??Y7uawccuj~`9g9Ttu1H-)q67{uOq zu&2F#eQ@&_QrOaf<#izE-C0+~Z17BykU0xUj#!x4jcfu{@g9FeoG*$4P^*wJ8n!1f zgRwf+HsRV?f$7G;)Kt${@iaj7mtigcfCvLhS`kK~g@aG|vB^UozAm}tn6qfqtn_)* z>T01>8R;f=e>yfx%Vnan5Z9H-|E{Yt5R5`Ec!yBy-@@CI0pLWbGls(Xu5gYDH(WAk zvz&u|TLmF6ZD_b#EY%u<-}-y!Xz7@OlzZ+c4AzzGGr@pwWc-p6(Roz5^0T%@g4LgD zPPNXVSBL>lyEn$umBI^E;&1CZ%q1$q&2F4 z;v6P=gud_=ZhAO1=6&#`VjZTn#Viz|-*?RlV=-yrn1&<{?6EQB}Q9I1H)5>Sw$9xZbD%7gG zTb+WtVUfhOiShAZSMk|1CZUYzuU}u_Yzcn{j|eGSZVWcX*zn|vK1Age6ozGg-BG+tAwbF;oIg1aS1uO(iYhcKiuf#n?f^Y+!&~$rQ`m9SI5<`#~vZ5XgE%%Tcyh{ z+@MLj2~j?$?N7aFx_A|mQ&K)a2Ln2($WW3ycfK0;BCx`AvSK0eLCk$o9VEOPn@${( zEL<)G>l0#c4(%@ltqCg(Tp}j;#l}kU> zGvP^jdlNLZcf|F7S5xXQ#+%9xPMf}7osxX{tlgS6@x{9~JbGTU;|y15c}Q+8=6$+U zaJ!6bTQo*NfxsLYJ+tBcFwx-A_x*E%9uJxqlK^x|7DkJyIA$u_!Mb>t#lKQP7?{2Z zMxN~eMFkX^k^C0S^Wxi5mvub0IfbrHmXanwB@N+j_3(s)4(b;OMgR3y`w&U;6;x9I z(EIlhhmD%wdV5k(tVkGiVWN$deEm??qmbvpGJTo%Elz%KIgd?*IBGV`{bY$x@@+y>xL;gw8nud3emIPjw{VUx9gQ{r%EsY@6m-V5L7psI zI4LcWpVQFbe|F|R6X-utZ-9Mup#9TJ$UO3rv~bsIvSg5a-^E4Fubou`;MBa|s9%R^ zb9;UcAi@r#4IdhM(Z{#>SoVj8_S?(D8OT~2T*;G51jX!qS|i05&3Z9FRpX{thX8t+ zDr7rLgzCQf*NsZ+S#m;Z=xd?Qp{1o2kE09V`3(b%10m|GoQlS*{;Hw3lAQF#&!Ref zq}6!waN_QwD~+l>tLc+*8<5T(BWM4raEr-Lh>2Ddx>(o!QX2wvY`t@5k`!*6#aim# zv#H;#1o3fSl9*uzMD3A!my;l?yxbp*_g}20owXy2m(|oA9Io-PMw66%hDUFQ<0ky| zwGsqx^OQBU*0h#PSa|*q%4qf>{(uH8-#A-b_Td+AOb`<>?f)&|gVMnqnzW*vBXyUJ z{CP-Y;n%Nz4auqpcAt#soCbAPjWrm*$1FPzEe@NaX~!b*lNY@rL63VM*VBQ^Juo@i zp6QEn$}=b`drIYOYWeGN$k7t!K}FnqAu)o-QM}>pV$r241a=W*;yO@Q(%}c&0SNvt zqJqlkA3r~SiuVgKiRl!+Dx+JYJAg_<1)M;H9&o1)Y`$?1G3?zvW`__ZF3&d@Nx&zA z+!sL@4?jR06QKU1C)na++GO(}>hK!q@!M)n;8Mj?rwt&!RovdZk{WL{8(rENu zj`3lBMqk8pwY`T-Z}f#z%)1NhbHA9s!EKfyEw04kq@*D@!jF=GH--nqcwRb0x0oIk zfeT0P`U)jC_and@#)pT8TYJl&7&+UkSGeM2nsUr|j|%WHL@!L5Tt~F?#wu!!>lXmk zmF5Fo9SSps$E6NA;UbUIqQrl_pT_?#)7YpeoH=;7k|q$)cX+Z5xX!!!(Dk|a?H-{p zo?dUwy6F)eUS997Z8c2xT9@>Cp~c~~eDImM7p(oFtu%~#?%mm_`sL_Yj$g6CXrbWe z;<3WRl121_8O9$ET<+2M2Fx6LSskU$Q%_6~Hx-MB1RO6lx$PRoxovM5JI}Lc^f&u| z{#1IushCVHM`>=hE76_#too%qD$3uro-8ngFl$xeW$;rz-?1eh-)Wv6_8VV<{Mdo9 zKU#Q zjGiG_L`G!0{%;?Gu0_!IaCP6cdh2WV%Q|N(5y2-W4wwy9Pjs6(tdG^ZcCYiir?Q0^(%CDoA zxiu;ez77Ymo)lI3&PRuRNZ!!A-_l}gX?gE{%i#GVHMIv2A_G_8oVx=WO8M8C^+hvB z$BJ_OR@9+k_Aley1ZfF@a);%#Jz|GnX_;|Ny!n-bpER|l&*Jkg52i1+FZ z9c_A zMVGz3?{CaPzBk0}kXgr!arX&BhEo-u082c6)%*`66I_6Edw`M_sagGzEFYv+KH;hu zF+{3WMjzgQs_1K0o&Qmv=6!il#(QPQeb3;IZ+h$E8zSd#8%3s?77}%=9XF#^q#?0@ZMQ8CN~=625p!wZQjd z>h=yn@$Wce7`%_^-n@B3dhmoOKW(G->6a7=x7AV`+3Lj#FwEt_Ad+K@+E2nPGXuk1 zoK-vstJ#Q6mh?Iphzs#CF(R=4wb>rk&|L{-NRP4gz6ZD4DNH4(mEfGGf+W9qTZNVL z@WQXqbV9UCuMb!X)?hRC;L#&FF#@rRU%xB(deX>Ky}mH}EA&Twx&1g%K3})V`=*nN zVVP$2$zly9pLWlj;5ke6jQm)Nsq&@cxmxx&KKhCKNmO^jMQ!xdOi*w&KDQay+(8lL z7}?f)p@Ce|dPm*6HVlCH3(j>OPwzSKr2(TgB?gZlr1ta~Q4Joc6;(B)9HuPb_+Cnj zeqa7`RAK0ZHy8Nh>w|`HmoHQEd|!RaRqj2@hk;9FHv^!~~+bPp+<| z~lH8p9v2?>(qozIy^D@vkVA%Q%KxAg!qai zEtu2W+Xtz*=Mt$Ms(|<#!lOxJ-nDmMy9Pr30TwE4XsDgz9o4LyU^J4a20oq(%nF3X z>fHd^K3SH*r;CacQ9yqFnx=*%D&gLhiWE6Exb-<NOzB>ZPKo>aClMWf}!DVgBHzSY=*?k z-AF{beMN;g7*xP~4B27FWGwgMX&>Y{x;TIB-n>6(`9@UYzS+lLK7*>puV}kms1`DU z=i2d;`@T=P)X+Q#r)zrOk2|_&y>H?8plvZEvORO0kc_xJ(BVmLUQKAU5Yw&iyW_x9 zEUNka5tEF~i195h_JW=x4=WY-bd^_E(Y5QlyO1Rc-t-(;I7Ve$CZx`2lYN9lfHpEo zp<a_0u(P975iPi?(nf{AMM&u}V?kmg7dtGDPbRjB#^oJBp z4r%P|?>r;DZiid#2KhSp&JgDbU}R)@OsZinhfuwtjaWCH8rPhk5+NYaZjeKcVh)ES z^b^tW2+E0wg_H+L4QAT^ambvmbYZjjE)j%Ftso_3Y$FKx@|hXRvC?^;?v?vLwzGcj zE^X|Yo_(;IxA#V47pMGO%rD|_YAwZoUq;o*lqksv+k`;r)e_zOd|N_dM*G@v`J2Ba zU}GH~wQ4rKIlB91_U9<&+#$O3hWT&htb#AMZw3C9id>A7d%9AkC=k_a9FHP`_zdO9 z5vJj`hkIjMzT&EYfLnpD8h!OK&;+2F17{Ur0vN%H{`G4dcuf(m%Hm>3S7U{W1!0+v zkXphuXo738wBeM#YPL3J{;_umrg7iB9|ro1xuFo~67=;eThQ9_FJ})VVl}l_-|UIu zqpNmzH~m~n3mBP19k)PyTInCY_Z8|uwKAx4PVu=Ax9a|GD}&s$=grr0WMv$LW(R-W zw6Fn~9yC zn*dW|`1Eh@GcUS)qU(D`CnU6x)CuW`y(B4B0}}&2O`q_~3$stFI%mD9-wAPlx*Yob z$IZ5eAKi?pbA7kDa2V|~CY}uo;rwFux<>R1Hr7NiG74RLKAoL4;~3q|`Nm5fc!xtA zmEC=d$NGA*pENyQ+}8GsfHHix-YmKQBJ~c+fL5)ns!F6(2NsutQE>&e2tc&abInWS! zUNj27Ybgs5jnHLo+l}oPc@rhX&qbLJBT}8ty*dS;Qu^{Le&5ZC!!%4e;rYm+V_Aza ztx=B*YEMe5&(>pkWA@q-1y2g@xPz$JOKNWki|BZqy0G5s!}*DY*Q_zc33nywCQpsPkC{+@P3ZuNJIBa=Jt zv}vd-Z22G~6k3Dz;jVupxe>EGg#Eyqb% zSAXBLba@w%;|cPu@?+~&D74i-zifVxsC|DS)mK$*C9&z^jR-Rv+n=P>l68K>LjnvH zX_4nZEclbyWP7^8b}IsJaclYS*+5}({G38?eo9~869`$8H!>oE*By?r7aAJDqvlJt z`j3^%@B^fsZGTu8Ye-?lmn8M)Vy;1==1AS$@b;g8KLZ{&ZqcO>P9t(>*T4CD$c#2D8TOo=?0n~ZAh~qJvxMyA-6zHL$^_NHd2+1b0 zuKEQYWIVw@@1^Usl|51@b%dxtYFSwcsll6qeZs7#(+UQ^rM10VouJu=-A8b*F|Dw0 z2IQC#Nyf%BqQLA45^@pQHa6REndWm0^ecf^=nc$DkiS8OTDNC${tpD9Jd%4ZWPTU7 zKo~6KGf?vo#NaJ{UfFlI)x2bA%EDtlKi=&$KnDj=DjaIC=>hH8y{GkiTtdmD{8A4D zy$C3{HwGxM0)hg)HrEE>SwO}5A!dR}Upg!+bE=;@xZkF^RX;Y`raSNcE{iQN8u1~g z{_jbzfU+M-Fcfn(&+`xY4Gn1s)`%xW7N|mS%dTB^`J|mh1U(Z|u;}C~`2laSvqMZ$ zPIr!_jwtaQ-l=R+oT8#c2v1=d{0(jaHK&{nQ4(3c$UU>JR$>}D4#T4{P96O19=GasxiEx{VZT<1BSbB=6i@8Ladb+ zQg47?aS_fHtRxF6y{@#`!L}2iJ>8F>NnTXlc~TkF#}J^>%YR+!~Buz zPEHSLrO1EuQOQ`!Kc@EDqrt|Gtgfx&-K|&dObrHoEYYp(rD2{IjyFq-!o^pDWk-Im z4_SZ`=pBOsoFT6iY4O4Fi|2)KfMLJv>*}Hr6nyQ++lp}Z#jSLoyvp_0Jyv93Xc3i> zxlw4IU;ZeA-=+zVQ|SGV0!B+NEt|iTnPp|Mu%276<#FGw9oamT4rU$OeE672OigXZ znwy#Pn`>Pil9G>+1KxN?yWMFj@5J_z;m%hAu~Y;Y@?hjnj_5m=jJ9J#Ghls7vYll zWCa?e-dUHquIbXIA4N~E(sZwyJWfWvjtPx$3>MqaO^L8^XFTRvrwd_PUQ~n`$#uKx zVWhhj3tEr+`=z{|&DBKVreNKtI`USL9770^ZNoASqO;77hVNhw@_l`hvAW%j&CSec z#`H4t3X-gtdpYPHu)1`pJ{G<6;zhifrA1yhB7Hrx&=sk^&zV)#EC6c-?jxhq^r1UE ztqmF1aeFsgIzH(Bim1^>yC~1a|6^-#Woz)q-teIv(eYJDv%^fQ{p^aGK~6X2Tkm3lg1eHVIe`$ zXxLx@gUz+KBNqjb27=Dq;V+gC@<^c91Qgt9ag*ZVIY=UmwrjsZqdusj7OA$fzP+Yv z=E8@rL4-w4c3UQ7_<@iRRq3>BKvlfDc*xB^8AA7Vv}7ZAQ6!6yiF>B*5w$DGSv&&& z12}Yn_0q*(+8D;kleE5WioVVB8df7P7XUf>;OJ-|7&dMDkfH^TNTJ|F{x*NP3ly{gQ%=kI#>l5l zGdO!{gbi_rn`6VHxA@ZH?}3SUIuO3V+)4%ONEri5Qw}E~+~bQgWrPOi6qW}6yC(m4 zf`5ga6rUBinY#A2y$aw+Ma0>{sm^6RBjX^4>0L?^KiLB!$4(TmV5e09hKrF;Ii&2R zE!AU*(zD6eTH#~(qOi{JZpzr%c>*R4ppf3y1-~Z<`v*52IXI}&>gwS}MV?mmjiZ$| zwXtY5FZ<##ZmpUa)R9h=?eB-QE|FJXjNPE1&>X;%223X?10AbIeZy?(C+({%a1I87TbJsn4a zu)tr2DNU_UpFg)5aT!)kmrYtCt27C-6ZuVB;kuT_NPaOtG2jrZoF)=+dv#_G! z;UQ>fOgrHb_Rc_y?i81nMQ;j|r|(=vy7#QeBx~;H>$l$TBYNb$Ib2EvK0vwNNB-v% zB2{@ErLd5S-LuXU-`gJCy3puhBlbcyH8m0Bd;y7&+q3Ahy=bGM-CnY-%VxT#_XL

>h4!>-N4XF=c%GIJe+S2uOj1E)P`H zJug_{eYr%#QPO@f#9v=Gzl$I;Ra92K0F+(buGf!7Pt$eE=6UnfY9%v~H(E~E8KbJ~ z{6fgI7~t*xBY|m04uD)h2n=#)$dF!3iAstFzD=Rf5tVjQL%zHHTw0jLyh4Npu>IK( zs|*zDa+h75z&*8a~5k>3t0n#0|(~jf;zVi>YH0^wIse*9=TLzW0SWTMhlI3*kvMA z-dr(?^oWrP^#nu_z(fj}^TVURCvZ6cI1H*T>_-|UM!R!fJooPgXg%)PKd0OnK0H6> z{XIS}t@a$ffC;X*Kaj_Oh9#0eto-t&jIAvTxFc8hvc#d3ch`ObmE{RE`IC+1p&{#J zbh$yk7-%gFf8`fEBn}O#qh3bgm+LWyF^0wVZ-p7yjnYlWCNC(@TblcZ4 zu4%y%IkC=?{Xh4zs&mj5T|5S|^XiIj0ep(+R{UT`bM}2ANl`U5$Rq6aZsHhFY=NNE zm*33QcK<**WLr0zzZGu3KMw+%eF$~DHDX<}atCxB@Y(aMpz3Prc*fe%=<9O#BdZecrVDCQ zQum`KV)}r>Vs}O)I7giCsdn{0@CQ`V)&9W z<5GU#b_QpkskJpdJ1vT|5gibho$Dsc4AIVURbx}VnIVa4P&eCWHuh(oBwxi2*N)6? ze^0e5lDxOtjtI#j$1_=3(b>j@)IJgA%cO8_JN>yj?eui{p!P5|<-J0k9n;zG8Qo)l zWCMu5%{+H;LA!N}V$ihC%;KrRdJIj%`*#Z(YJNS&^+MDj*|OJ5%S1Tcrmd2|0TNPz-kFTJIEqTXLLSIgGKJg^OocA?!~s4R03Q5& zQCV4Z{_)~9^7ijjK}?17+xJGS8D#Q<$J7n9G;0joTx(s{${P<@GPWl>qoKa=Hv2@B z^qi>fwb3IfqF?*!B!eH;a#+{PZswN>+hqK^N>VxhH-Ye7=}ts@-2bko=}Hl>_@4on z3$1(EY4~#lz;*!5;?`cFA4#M6c;nKuxedW zM#t#OdwUc;XdW%t0EFFMl;fxRn-n%*nreeA!-?aw^YZhhap0Mahns_==W;cH`$$G;~NgIWaeL1!lDpfFuY~E$nhD5|XDh zM@rd<8R#MW4%U8UAikWNf+pfA_Q7r!G?}kz9nD0xO@zol6hp(Q2O=!jXwE4V%3#c7j;VVVJ0 zx{$wNKCM^sJLS&H%R{`ko)D?GygMyfVaOP@{wadYi~or(X<=dWtzT%*4{Xhg8ryP5 zhh}C1nm6-w5?N2l=UX#&nHd6y#J%G86?Wl#^q^i=Wl5B% z!_&ogdAoS3>QZ&0P%s5kQi`S0!{c5trbZA!jhpOXeN8;7_+udwiz@{k6GQB@(n;w= zMG6Cx?~zPjed<`{{SL(n0&;`3Ur~2SH#TIB&-Tb8K986#;~d0u*v!>Kr`JjS_HmY{ zqW6Bd?m-kP5*|7E&(|)q51J2z_RV|w!bdB$4>4HL-!yPPB-mpAJ|c77y^ z7l%=JHhS)bsjU2);0vN@4wAYL7Y~g>AMA>hn$8ApQyZ1Z~a_2+f`{2o_yNT_J)$OdlU zzATkH{M)2!y*9a)PRqcsmV2!usf-X*@n~0LD4|ddlVfpkO_1?9vRM`T?^hE(d|FJ8 zZ9C!4vflga>iua?gAloScxa@WvKn#I##(ZU_2LEpu0&!C;FePAeV~(pksAw>4pyUs z*)kfj*OI<`-Zbl$TZX)@;DSGzzAaAyH@SP$-i6DnW-fXjv5+V^I(iz?x>+ex4U(n8 zLbBnd7FD&t${Kv6;8q&6FP78ZwiR~$3$o~dEcb6*bMV`9R3-Nf-sl{$laWKaJM{;oRp zVsY!aYhy$DQ4(W4J*~sjGkkRmyv?!FPClNLzTYYZWdQ?A=B=CiK7~Vbn%{r??Thz8 zbcdY(b%%>|UJfTm;4RG_PD{BqNK;^dPVatc(-HZbU`&}XYB|fEcWs>!nbQuAt_q2} z!Zxk>hBm%9IcAwU9pus*vXd&Qxi)PN~f`qU<(d^wr+{pNnj~HxG8cgqw{&R z11|SG8$pT{DGD1}OkA?xje^3Twcj@3z-==lqM!($U+dW3Lb4cm)zoxWBIS2fn%BgN zt|deHOhTZwkJ_KNReoR~t1UR#;a7P-3-O(n%54b?nD5`pFC@S($>*ODi7pCXv^u>> z{m^hG)7NM-vPV(&jg^XEo%tplcW~01>x~Pvk z+uCg5Mv`S=kX2JdaG-=ve);>_YcGzjkrmU$R)V-43 zMc&5L0Az2~_GngK--=};^THxo`Dgb9?%zo1?SuCML@@v_!${MSbI~CA78y8^%6E2* z%b?Y#5A(fL$^WjK)SCbahFcKDd~IWIo0*vz0S)P+mwDdcS8Z40=;rqudC&8B+jK@t zw(qfV&xyr{mE`^@r%j%OjDC1_Kd5TRC5(n?DZ3VzMRBKle(gV|1-xD5QSEos+WzS5 z!7ojjmqqN1%*vsYj?UT=(M7QtGeZ7H>bFt^)4zV@nwkzLW2X=NG`z#`n1cvLj&P2E z9yaS+USLTr-)Bv1_!IrPPq4@VL-v<`ek?p%`!D-<>ZqI|+a-2pMWy~QVyRP@M&V4% zjm#)GI%0e>Geg2k;U{UDSKQy3O|Y7hFmDzmw=lmg7h$-uMU?Jdi2COENgO+y>@Wq= zmzR$dG-_aU7K7?ejqtG`glis&!eE^O0FB62bt*$OvDUEDUCF!8J6G zV$PKk2`lIX7zx76oTiaMB_EjK{X*SN+_Q*qLWqWf%k^_JUQuMe7@jafR8srr z*#RoZkDZoRu}pr%WL;bxzg-^4YF)1oWSsc)c~;^}S**sqt7r=`RM_gVsI`bnn_#R| zSJB1gc>MaM6Cb#Iy%mh@z^aw$6d0R)N+IAaNY%e@(>h=N?!fo7r`GmPP9KG&Nq%%3 zEryz!0$=%or>a(DNgd&9TNbMDci4x^ zta8c5+=~raJO(Vz1B1#vm&Z@rOgWCO>ZNj;*N#<`ZDTl(=cFZ62+1>ogJ{H;CF$T5 zA|a8E&tLjHuV^)Ak}DD2iD$HJm5x$TIT9C3W0cUyH)@WOkYxWxH>gtkI z=S-oZjuEU!3vWrWCBPqC)pjn!0^n#TM>43m>B52|}rW18Kly1?tb;Ma= ze*E-FR!2fCRSLSP3hwcY(er|eQ9bjGW>YK-({vQax(G-9w9bo&;or-U_euHZd|z82 zdPKkVWs^RNaNVX!?$he`*w!S)jip-aVG7dn@)49uUV1~hvPr$Gb8kw=J$gI`7e`zn zTM(8CiXz*vsO|uY84tq(i2s%#VhOhZ@Y>K@-$nS;VTjg7rng^8-LkS}+ zCNd6J7Opx(@@R!7GZhT&X>X*diz_MNL7@v1temq;q?3A`&r%F7^OuC)^?T~*h*Y{) z($EPYZvGbTrsYQHaQnI_%`Gg@%cj;3(oa0!laETuB;lvceV?}3U6ZLHd>(_2bcXdZ+`q|#H)vvb9oCXx}S=?g(sy5 z%gM>zcAvg|vv@eZ@b@l%mj`G^&##YeXkh)IYqzbap~@B$7x%9ZQHX&X7EFTBd=pYq zM$B5nnh)_Wqvo)9%^Ed-z=#jmD~5_0`>e^nkU8JRV39i5r#zQ%?CJ!QE62EG1ZubT zT~8Lndr2cvfeIx6n~pBB^wwtoTSg|hEykF}Ehp$($y|{d8P^mpORbquPY%k4!TqmF z&63ia3Tipei~UaIwL5>;`V(yxXren?vn9iCnERt*FG2?lKWc$u`fbm}epvS2#ovB* zk0VROS=EP^rLSLq)Il-h-W}~`I%x3mc@q+t!5}g8;0>y+ZcF1W!R zn{$-Yb;g>UVuN+v>EidKFuU7NB6I{Y{*~;1RWdqaiVX2*nOsgABMxks!L6dwE@+}> z>a~J23>DZZjlTChZu3_r+GXA&%@G949u~bI_dEwlgU$*rfLW}ptYCyLG>Hc1KZGXA zOSnFM^QL>i{Bs0VN>{<)2g`Zo@Mco#6BHd`PPO3b2Ux3Z`7sltUGRNA0NhG#Enjvv zr5|;E|D`7u4^srd${;hyk8Q|#0oYhrW|ZC z^P!rM?x>+{*Um~p01$|H1ehMyC}OGl*@gzLYYi@^=a^6T{>}-b2)E-~LwtWI}92PNDg(y^PF{hack4 zgTGr>vD=R@P9BXh- z8xZE5W5xV33RDUPaqoK~BwAX*;I2A6f_Ebfw?fyeZ0GOr=-4yGQ%(9+iA`gCnz{4|;qATSPrQ1)vE+u-xO~ z#K5Zs`!LvL{g~Y{0dcx-_lM)OaqbiCB&}y=rMv-M!;#z*zBGlxg3V!K(M&{SL@F3cETUNV^KSOTwW}f{>u$ie*`%gu%KHt;?!Z+}Z{Zl_s@Y?6j(0CDm z2c}PwOLv7;sS zd(KRo9tRA*9P$}1dho>Td)cD`CXzmxrSg7Zv|nq-7pWdQHNkMyXB?!(>^7c1K_EmS zOF%-3Oj+%nmzx_XkNNmKE2?srZ0QIH?u1T{ifdWi?Mr5^=lBsdyLafh=D+Ri%*l-~ z>*?rF1)||D{ypz{#Q1$`JGbK7yOS@r6+WZ++3o_4&dvmsl#ibl?5@KuRrKuIpHomlkr{M5uM^=2}dZDJ-qO~h1Z6VD}-jHrw zN+Kt7dmkPB0Qv;TtpTF?4}k0P@}6p~)sdK#z=o7BW#hz#os!~`>cC?@-|Ludz?F>G zl2kv6g^3C0i^<_Gt5hzYz>a3ELGZ#_Pc2dhMM@-%C9!naF#!=#gd{p@!yPp{yWDjY zu9C?BFhv2T2E2E3-sc%$b74Dg!F*M3iVsaNlB&k|FZ()Z7#Ts2-D=8$hfl4T*Xh&r z)em}OcpPLvt+2npud1$oGzO*-TI>UrWrQhQWDE%rRkLDHN$3bcIKV)ZH8C*}xnvMN z?P6_RM%Z}Se>?JhMa7}B_$7ia4kPfB@oVW&PzeR_co!Cag?Lz>sTw}d^CtOJp4ftb zmwbGchPRVlZ+u`f<;XF$nv-#rKrv8zqdB(>{Fvd_XVd$R zbwvqL5oit0`l=q;p-=)Y;5dZeSP%& z{3*@;Xva91Px}O5oc>acn@R*yaLXK3m$Z*q>|*bvd+nD(^Rv0`xu^?D*@cxv-Bl3i zwWqRS^jA|ajV1S`UMq&(36jsW+QvBAagL4S!U}H(iBo@EJb#k#)s-Mbmy_DADM3Ie zP#1Y1ENQu{lX~ere0a0Ra|mfBm|jV82169`#q-Av+5R6>-vN&G9{ycc86hKklWYkg zBNEv%L&)BHWN+D&nQTG`*_#lNWM}VWuk8Kazw`dzajvWDI-O2Dp6C0!zxVyQKSNwq zm1BN>-tqB4)?S}j22ca5Ub}-cDf`P><$zTqxD|y#N^!jkNcQ$X36K+D&dkmZfZ-Z| zB}(NM;Orn0Kt|}aV4edC)0h9L=Y9bJD9|3ET7nqxQT_wCyrz84HiiGq#eFo1>R1=M z9KtDfC+g*po8RHYz$K3{91he7Y{-w;kbksEMfLN&C{>dl-q-A>c#a^N;W22FL`_0$bL%Sp+>kkK(}wcr>v!)KURk;D$fVm(^{3`;R#{ zV+umve>8@@^bc^w03|OS2Zw?bxd1BM5}CUP_Lbf~8=k?rIpM!@j~si?-4XKgtWc?u zx%oXLkQvd0AZD=l&Wtfnlkw&T$bW@;^J;9;Rh_D?wUb+Xw#(jm#gaCSF1+7Q?{hko zf$sYs=qn6qi7`*{ME%w{P!xW@z7)KryJDVM zwsnh0fq*K_gtANZnIc&v)0m=)HAQeRpYbhHzwz^fogJaHXaEFLAydE!f-mOm1zvo4 zbv^E`0zEufb3HoXh;3j%SEO0`7bL5Q_xrq{;7iADCfLwue@L;gwPyU3mq?ithLb~v zzVh#Eynn=h;mBymZMP81q}WDMi1Ni%@%2$Z+5X5?=_BbPgI9U}YeLMXM)(-sL>=l4 zw1V$kz%LaW>*jN!mxUmWQE_Jw#Jv-NPIGYO(xjou)Z=;iYxsEuCN`cKq@g!K5^p=g zzmhO{iVkMBUi$+)5>F)h<2CUI#L`Tg{1;N^?_q|0JCbYPJ|L*FB(AcO4ZZIz^08b3 z-(Z5aEr76VYm@2JVMr#fAvLxb{qxHcOyA9O)Tj@4=@%E^*cf~Zy^R>zfq>T{I?dF; zz~ET;m!0>|KbzU>fgMx!2PVSc`E+$)mZ)Ls>84 zgN{iF77T&7X)^h{SomzCVhZ+nSG#7!PYnR{h8HdUGhHNQZ0yA##OQzl_0-f$Uh-QC zQBhuH?hl00wsg2S@tL<$_A(*Q7$#_HgfE;bI@sTD|5JA$Nza1?=m1If(W;)Fj~9TP(y-_#UJHUtN^`^4(MILbA&nqweWiMjJR3FI1tQ{ejCBE zl9O3zP<;J>z#$?c@_m@&PK0oVL@F)hC&H=j1m0LXNHD~~)WN=z&IQD(|DaOE(>-~U zdLZak;VZa=SYJ)!O{m}bmn?w^i}TGJe>EC?Me z$8z1~WbC4p`d#(J+-9|H@nFH#lbgK72Tzj-j0=6geckZ?vpM-)Y}O|Q2p&O)hx{;V zDg!(>Bx5D_z=2=vR+>-j>8(HM`sXO>>IFqbIr;e^z`Yo7SixUj-H*IkJpf-*mF`86 zNv&XL)O1>q1@C8vqf9aTYi5o-2DfhqeUNu{bs^+;;jv(lUN|}%hmfUDw`#R@hleSp z)NvsQ_ZqMRT8*>WJZTI2q}Ajic>81GdQEe*hEDZIJxe#-akN@t>v5Z$+~cQiP4(O> zOG_(oT%c!XkLRlK4U5J+ii@S+D>0$@(_!jk0of0 z@OiwQm5&woD~8Uu3Xu#cWw_S>ZqDx3?98I_d{O2~rc@)Mh+S-ai|i+WS)?K!ys!rk zdh_OoaAUqQ>`8kS4$z8Ny%@}T6O+h9X_H|mxc^A(20XKkVAus5a$LC|?#|zqeM-;F z#E$7Mj5eBjo(2a`IS(m-%kZsPcZwY87%-$yp9kj_I)(>vfF;dfi_lZzwzaoG<^vi! zdiV8_5ZDnSKAx~qy1q<4_;~wK%So>t>~2T zvMm52OkrC3J`BWY6VQ?X_TZ3;#J_^h!MjrM7;5A#q~;>O;BI{j8j!=!zZNR`M6q9_ za~lLu((2biSdIH(atk+q7H&S*n%L)p>`~68fS%K#7JV_GAz4_h8!vVWoA$Zx?0(NE zH+wBIU1G^^YsthUNCxI5KH{QJLU1t6?OmLm=NvqN(M63&G8cE@qT&H*9$+|g5eoYD z29}S0&%HXVe^Btb&;WjrNXq*G@86Tot$3|mR;|}s@82u`DefjhUAVsH;MpX3w68qA zl3&q)tuKi-sc`p4MEEmyPP(6#OeSkY68Z93JN@;-i)#Qm_CIl8`EwC4LVe@Io%VUlG3f&622b)iQ>0I+?> zVP1FebUWm-de6%e0dYKq7ot*?uerz9b7$ub_glPEw{F*=O}n8^yu~l6JH)qbh9;50m?)AsEq?=WPfw0p#H1O13JDTTf17evijyI{J zE|TLoJMn zq7f6#^lyd@31UWvnTH1w(p^A9ZVZ<+YzZYxED5*^Q-cB2pb;md0@zk8{YZdEM)ukN zJB$O5OG`_akz)_mnz;o9t1u8Bc#Ol94bq>5vhUO&y>%EjNphHW8NF}%lk~(;6-d-z zRzZQ(*{Xw<*^`srdCETi5Ih>uzx3>Ns25h4n3(dyz9=s0>o>9L7Oq|@ZTh@pNy>ZR zbM6)!H|Vwyc0ehh9HT#wc^WllP1xPV{?vpEyi7NyYhuP~1)%N&7r9T4CPKoW%D?RqhmdG_t75 z{r$&p(VJQyt4Mfl^B0A?Sc^J`e)*z&S1~;R1I+iv?a-3tYU>*v;1Ap711v4k&!IcmD`Dlpm{V1*IO?#&X$J-+3f45 z!BHQ=7vUoVPsMld-}W~snwc>d+iXHqS_YojM3ne+>&>Qjx0A_mZkAJ0h3cs9+Fr%l zmg4pFZQlh>FSNXwkyLU+pYNvEAKd@7-iQ+AXqZ3j(I#^XieK}Dx*kM75qoV#&CBgR}gjZkMHG>cqw zoL`t_u{p_m$jy`6{QR18O?A0lA9cFd8q0?38K%uPn1ww;{L$b;#QoF<-5Xf!{y6W< z{|b^I)DMlIhn568ozLSpAe=L@XK78BKUp3DtqFcQD61#v*wzID*8*+W$jAr~HJ5Gl zu>XC)fJY-xM6m+YqWpA^aA@j+N=iyZr(NNe297Zb@(a1U?OHCXDHWhLYRJi9CqXau z+A=)@yV?E7-PxHJ22O&XEp);QHQcoODqd@4`4m__ZEdn)Vabx#^1?7wvSP{A z54;FivFSbz?4l;>{)U;e;~@fc>q%?KBwC^B@)3h;|9Z4fR?53{e?8y*lD?8HTOjk8 zTiGoG84cVDxt%(l!|_Ps9thv47?%eczGw^LJp&X1*v>%ppTCJo*Yf9P)*WmaDWh%5 zWt&g$+3z^NL#~Ign|RDHv6}vR50TLD5QT;RkcHmjWMi*yz@q9Ucw|DbC_d~Fpt(le zS$_ZK0j6Ai$_Ig+2?}GEO4XMy*>A|xOitDkG!&|6X?3KFc!owtn}T6iWmPo+F_i-B zkENsI9WOtIeX_)l5veDCJ9~I}s`;b2chcSG#Ob`!gl?CNB~{Fw2Vs-KZOWszHeA4I3d85~Y z*XR7$ZwbIaENtxVpFiX66#<{4Lu9ItZRXp88Smbe75F|6hxG4~-OGKmnn|rPLv%z; z31}a3H7xE*fnUdH z{unJ_c~98=-%r5@W~MVvTR)TcM3%h;9fyNH3Kr>Pzg_u2+QCt?zbGk#37#FG>@9a$ z*8sRn5dhbjnVI660-{^2UN?Uo~I?c!)4)&Sz$>gSJ2CTxxmcrT@xYii`l)xy|9$Nv7& z_i;mvkTe)D=;`St+v~2qEGKU0iPWACmQXQp{qX72c(_DSR&|*_#8m*_v&-)~>X-4) z#wKPA*P**)5?}4z;4nO`ZWLlEs%oXB*PhGlnG$MRe5|C?rDk=rQlC36yx*6x;vhyAhY=sF*8Cyl>1K&g33%f{4%0leXs?|H z?!uo0VCR&SM1${4RZ6}_5g9+=X9fnay($BPvzMHs>UMFU`K`CfXfl+)2CL6U+o?bP zl{U9MYAp8Kdb>#r7R7`V{6zB<1T(gR@8&(il~NIeJ}4L-%74Z$%jIF7pXJbzdg3i| zfq|2m)l98VLlb%H)-zTJGuq4nlQtN>L#9$+dK|1hmH)5$-AjhtgNi$Q$(CWAOqfdwmR+P z>VuNKGCoX6%pmha0!Sb(X=H>C*@ri7Hyhd8aKK9+U?^*-#!$+S11%C=W(ITAA*;qi z-$+h9|NNTk#pspN^t-NW=3gG>46d%`XgDp*i4*ZtT)(`;soN5&XTCd_D@Vd8(`H$v z^5R8kQmecO51$6x(k-d_<1;5yA}eO)n5j;asu4pvxeA(w8gzxY#J7LZB!)%a9-B;Y zuIA6BKnZ5#O0+$Jckb|~>vl~gj0RzE265w(0SNAe4gVSi`8`)5<&Mrduw0+Bp`Drk zW>|&5l`vStLIMJxP{CCKDi|Uvf|32)>e5Rpl62s&hU?Z;Hf z(B*e`trfDW$uhx^R*bS27E6HGn(XX+wdA({HZ1W{{Q6m}=irlVe-Z*$V;%}}0ZZK6 z!ou*mxmVXf?gm%hHOj{If0Rd@Ru^JId}C3$FdFjjKx{0eUkG?@4v~ z%lyasx;ON8vCnNV?IES7?c~({#Q(pnqoiVIC68PoZSgj zEW3cNUi@hWWDjuxo^qYEfv=z6`|5Q3eXl7lrNCF9rJS6um%_B&VlIf{Kd0G#xH&ng z;0svD^fxEJ<6}3-amEJj7aSUBA8K!XTRZT8BPjXAA_RaEkHf8~I(Ih9zWZC-Hbld} zG2)Vw!$z`E^RbDxwv8H!{U@{^q2Abca?&qSW0jHL=&V;S+L^2l^sHyM~XD}!5#cz)Qz3zt zy(ss$v7w6*>O+O*wBpI?+jHA7A^FTB>gpTg4M{M9)iW_(vq!$o;-c2>rtD!c*lAl( zdL$e%m4$`0#YlTx1V5a4&w#ey^9;6alhI~IEjY`Gsjl{8_YzV`8=G{PJ#Pw;K+Zta zr0etNx54+(uwx$`@)b0iuP!}nDxvAc(%09AYV+lPJ97T+Y#4^9!a8V6gZ=;K5<)|1 zRqs`2$h?}z^F5Z?73SwpgoHG1i$TU=OP7$I-|GiBU_=4nK6rWe+3&AB7lmL;M53g~ zMWC*!3HztvyCS^2M0j|3yV&3=3QEwL6dwRCQ}^D(vsCn(+N{BDd$e@cy-C%_Mm|jl zGJU<0x{e3B%<8H%Jg1d@H=BK#2q@!!ExvAZZApggWuop}7vsGZ@_H9JYt<6=9!jkf zk%!FR;;ijS?zNAQ=iO!AyI{`v!aq)G@a4|oM+=VVXBt81$S)a9ZZ=}~)Yvv)Ol zI<@c2JIl#43JQ{eUD@d^iWLG9X_Xl2dqh}ZQPut9*I!tN|Cz-mftfaN!y z{7n%yu6c0od&K}I9ab<|jNZV(*TeZ07pE7v|4mXlNBQ0uoU}{5bZ2ZFMmo{!33?$! zcit2agq{TAi6@2)tqxF&%DcXzgIR;HJtsz>IB$HPg;U}p)B!;P?-nuk(3 zWqceEpa)UjSc|F5fL_|}dHMW#Cmm!UG&b7=gUv)xM+yX1_<}7*(Eood`qb$%Ti~o9 zW6bhT&3i<`AmT*ibH%%|zPMoY3Lb1H*pN>9r>L}fVXieW?YArVSK~koqIq1iVF#8} z3^j)j9g4r->FKHKkgqH|SWs74B~4c2i~6R*>-o3;lX<1^^S1>Ymma72U==Y`t{yL} ze-GdFZ+Z+1QN^nGcfXLYK^rL$7`gLRm$9_4P=fOwZK2&6XLukZI`yrnjh?Q%JUp@B z@>St|#&2k}c-+#kMZXsRR`0o%jD;2%x^&C}Z_s!=XdwF}qd>~n@ z0o~Zz9n=Oh6@p8jOJt$vk9xzki&{1}7P!*)UvIs<|9le#f;HS$4z7I~v6NLzeYNhn z9cNhmYHv4h>ebf@orgH8+ma8gNq^_|*sE)x%$ZmlDrww#h(q&V?=31yDd-pk0Naq5 z4StobVfU|YdRi9DqK=M%Hjm*oZXP@{6%CD6c(exAoV!YBg>k$|MJq|n&iLLkV&=E| zE9RR`Y@EGt`~H3Zp!pZTs-4`{su$s{>xv-dz`_sJWb4N_%uYs#A2%^a`q;U zLPTF7aCG{VTH>*o7?4)G!G?Eg5LEsgGfh;;4G9B`0Z;POAdSzlLAv{2vj6Y$*eS{! z!d?OUj#tnQFaJC`JT!%PKR}b#vNLpY2Dn|;)WB1cRXg@EZLOuC6Z)_Pqs*y#iEX?| z@^r(r<{eixfs3kz?d`s|S?w%hW$1XbVK)B~K9CAa=t(@^6>6yQ4$Zei@wt4C(;$kI zuj)Uv`mw$~FN$s9!t;orL}T6^w@elVMRI;$#DNL}iyT8xK&lx>8H>W{TDwKwsGcYC<=_o+Se(H96*6ZTH{fLH_Jj$Gs z1cD1KsD{NH88f)_yo2KjnQ-LS#Ayk}HtYo=5|@`>`JS>2qn;Y+R#TFFxt9&)XJ(iS^E z&vqE^H6J#G0dzGve%Qm?6?Ebw;f&&v#%K_j`>BbydR(t5^>&U_wn~BIlRA0eDAdZ+ z*O!;Pf5pY8hk;sB&XcN`k3aB;1)`4Z3Hu-L@B}^oRnc;|QPEeQ+W|yYSQ%n1o})1_ zF(I#VLi>nhl{D2$3Y;rP&hm?ru8+h8TPB+wivVd-( z_VF*`ho_@mu$i93xtC6LL$5zEjF6efsdIMq@1v|JilZSkwkSzKr%($ascM;?vPL!I z;t$Zc3JVM0ytxA{{GUH-dijJh1s^L*(p6HTw#aQ#{{8IwGx~eLcP$OpH3Y>{f$j6K zQAMeeY6rhity+5yj3@N`6rbW*Xf@|zscK(x)+GD|*%UlkU}Y~fjko-xyIZ_;bSOs} z?|F9;eq6UCNJP{V64=kSecx5vGB@f&w2P&ViX3*Hl4!>iGqGJ}mth{uhH>ZzXikgi zE2eF4Xys{^re8xKGYZ0Xo0?u))_MwaURwVeeynXjRk~}boZ0jVmG7;(9uc>QvhonX z4#QTD+M%rM8Z^=>$~7cb#bMXHQCjOshp{%f_C9xZ783THtTZV}GSo%FLOr|xWjdzm zk3uggKJwkQfwU)gup#Xfe9}W@SA$ZgYsMg5p`2Y`1Mfy!7?WILWwP@Q_!EY8TZxG) zDBNO@j{aC%JI3J+D=mP^`-|=V-zqS^VkSUo4x~H2EdiT{_QHidLDr<4rb9^GhGLs7YADm1B3Z} zCAplsy5u$^Ewrcm=rZ(e<2U4-7@h`a@o3X1lrc-~S>?mecD+9gOW7CM*^D}NjU;C;9uZ*$Ph#0b zNwtHU&s20oboAfqNsPBin*JkX*IAE*TqkTITLi;?u<|9Ss|)Bt1X#s8ljN^{*8&0p z$Lox4aLo!PJa2B^kFx!y`XjTpTc){yMAw^{UWTM*n)0DpPR!w5SU2;=_Q2SR%m3t< zNvw2mLh|UzRgSM3BMTN7!bbrW@8@Pcx1o=eIE)HGO1OjK-@DzX=Y-2I{XEh z=s3xNe(`#8YbZa4TlU7z;o;xoP`)yXqVQ;=ibtVQ;oo#}B@#0;%fnrkmT=s5j^KmF znVGp4FAM!>L`Qj)&&4T(x(}>YWePAg77?v@d4+{GCf_x}j^pV_&n-wU%Gqny|9Q=Q<&}_#E_2cp?O4)2M_E)f70``O8;wE+4(*Guh)D3e|K_Sz@aBbiuIa|vtIMNE8Zo`$lK)Nut6Aye?a7)_I0q--KGox- z)bgg)m%e;TW3Hkf)n#wmbpyQ_<6SBT?|@c-L@#^)FBV*jQIp;Egza z<;UK-B6OV0ProbqwMO_0iHNSn75({K{&Q_%Q7tIs{=v8z@c-zzY5m}5Y%$)L>FwWl z2Hx@a7#e0;+G~OHH)s76snW)MsX{mY`YzuC=vD*rhoz zw)g?z1_c$h&UEJ$GI9QMbXw8Sk#hU)&~BfR>* ztX|>OId4riI7zNOK|$35E&^a5cZi2%Rwrw?U}Dx?KZIWFsrTh@MZfKGFo~YM91M;$ zHPfys+`k0v>s}&*G-!T)aEJg92Fc6N>~KXQB|IR*D+wry&(+nR8W?0v&VtjGg|+p^ z>gq(lua5&z0(Xu;w^1zSb9wn$yXgb09KvA4+WCr#chd+9&evRcwkj5k?G^U(ZLWLg z7Z>g)OG!_A|NEnCr=24$rJ2q@ zhSwYI)irZoG^DfCfTwG(P|2+whOr*(K-rGh>Iv4RpBWt&B=@n4vYgg~0{ z(X20h#ijnY)A8vkh?FHD4b}5-BWv9HYy0-b`n4+A(Z8pRGKLeC4eqDOW=JSq&cNHa zG=Q;ko-XMb!ZGWo>}Ehm&-l3K=5DkBH+2PYLqXoEobWV`8Wn zzMFs3FUpcz_53qM>c_y{eDMBj4%^Mce#3_o_iHNWhRw++Zg=bUBo2UG?8F=NvSb@G4+6t>-6uEbQ#gaxh6n@BG|lIA2xrU4XgBQ4Sjm%dqzYA21X!QNaP;Ka;p& zS`pmjVTX?(?kOp92!S&=7}UxD>NPhvLm5YY@UzXh)j=lQkaiik!-9jQF>!D{R?pot zl8$1eWsiiK3hqn@6%IrWh?{L&|9`E5;YvKpDTp5Lv9ek|+=d0}x?0(#v6d;&0lbc; zU&A_6Ra-lpy$9{a4PfrJ!R~1lhV!R_Nzkqp6m)a+T2|@Bp8fp!(|C0-mxzc+Sx+yz z!;p@f`z?q@A6SoZLp=N-xoUOAoU;%Dxc~(-2VA?r84biZ;4KQDaX%;+U<{FVb35kp zp-SPmF@#J^u%QNAGMrK7`0NZ)CZ{Ym&zuBdX9_MNi2D@O)U~xWAfUm17#t-!V8=`f z1W)baYSn2?ScU-(xU@2m178J5H-0fOcz}X_>+Ey{H9pq!Ba&<=%YZ7^@FEWi9Ol7? zHnbcHlj5(fQoMryNE%It>MweDoF2z5ei>roPrQ?MM+r}f_mQik%`N)93#^4C5a*{Hhx)xvCYjE3JCXIfhet_ z%mKJDU0kX@P07jY>QYtE({~H`1avUnt=~Tvxm^~Pso{^->-f64kS#CE`t}klQ<&)k z*M_tog{;6aS1wYYx^IG&oE*Z!%K8z!an?SNgQJx{{Dix^m~gRx6{66?`TOwxfB2wn zxh}hly(V7K(a}J&VRD#J`ri#S<4VC=^`Y|(hP;BpXYXC6NGXPqc>~GxGAvz;m$Ik? zBwQG$Zw8mnR|}G}9h|QvzF2YboGIacQX;?8(gSys&!E^-}&g z;#aI24Yo@R)V@4__<&F=e@WSfgFqQ{7&n88JraJjUWJHkku#2?k0iwN)!uWMSW(xL z2`k03(8HkTwFIfx)y`ZXp5BfKSa!q!o?o-C*W|Ig(~h^ew8TU{%+)nM-xcI{xd{3f ze!|rd9I`gV*eKEo7xAQnfo3Vul$-QLon!9JE97ErF*Mf7gUtw#92}2#41hHv=yl8u z1RBzm522Bf^n855dfnZTq=Ja8C-`0nIxL|1`1nBU1pSph><9TCq%W5`H{O?bBg+H|=IHmr+nqEjGH3TQA|Df>X1xNrC^6jyf^ zNJA3}T%4SurO7J@0UhWLOphKlOrJw?Ik_M3RDh1$jbsUHUp%q?4zAj+eGkq1Gx_gN za1!(J@il^$#p`r6UyLR7S*&D>&jrvJnBVhS3_jJpfJk!0kTw~tjwqgQ^U5W%U#Ark z`T%|%h?1>#95`!9)FK|0f`C77E$V{_mSCT*n%c0fS2mEwzQCGpuRaFmziPeZWboSS zhjqmsYY#XaLUtL@uWh0!1^>mJ!9Pw{7e{*#*`qr^Xh(^A0~k)Xk>~^ zShy=J5SYl8Gt4)(_dB-NF|>=+>|JBUBWKAvUzivyTUxp>cV2Wt#ACyg@t{k=l_lhYN&lH+-_lJ75V@N zc<4a^^Xls8Z3>EZf7G*r(o&GsznOnH^;lV1dA)9MsMN~o((jsYK;ZD0l8uhF;!JW& z;<~CazvvYTY#1aK4D0GNd6-o1=E%x_gx;Yx^qCq5hjBvU!qTR~QnP%jj@-^r=ec#t z`y~&ov<|rFRe0axR%Zb*;g06FYm^f-GZ$Fnt)o}oQ53ed{t#RGx3LHIfSihb%JOs~ zT*niP4at5JMsNEQwsENpA4@=BlCb^nVLBOt1Kb;e8rZveLc9&4A0<`h_Hm!Ahkq;5 z;rU)pQr^;tQx)^D*MLs=ZTvU5t9}4?a(8d<(e`@X*;WHIxF-7+N)$YlA|COtXT6hv zu?V|PW_Wm?Sy~oOx`IR+BIuyt-(0M0he!4)2pDuGQU#rY41Tr3*1RWzt9d0cZ@~OT zxpDW?l&@S!tMm)@e5gpv*xl7N2h3o##H9Jy1hgCZ3+oiYimR=B)af{>_X96cG5W9!uZTHEbWal-dRX zpbtpK6Fv4@&hSl#fZ@4tr`=kRy-<5@lsPF%Sj0eFF`_lw13BOxU_yHDjz-7;%XFSp zR8Syx6;ZOSU%h*IIW_c5;BDVZz$dU+9F1-N_-)HAT}6C^z)djqkM)a~j1cB|Iy&=T zx4DFddm`S=&zpbH8GBWlm(`pOS}*oH*g|O~y;Pvl#?uq@qvMa z(&yh;&F5=u7`G@T?d|cSq!{4M2hJBF&atiEmHNrSVP2^XK1;siqW_#69giVZ#oa+D zh;_tWp;nNF2Ts&k4jRRf)20!f(n=)d#3Oh}(U3A@>$sRC=;RH=lF}|><#4sU- zDf#>j@g+t9?pWaYLgyG79x1s!FaFeB5P_UQmIor@(3ET=h{NFm z=)GfXSQ5Hf?I?`Enup$J`*bWU1$-Ev+vmTU@-bK_WjryxczD%zR*E-@CpT|lX6eXb({N0Ey)572mAyeWGAI!#9g|@)+r&pf%6EEq z-=oQ`%lR7UoqA25Odj1KciECK&Xi~k#1rj;C#BEIa5|dmk=tIeyW8v`y~1Fy7&ha0 z*sT}oDRPb4Pn7+{vSj(Dy)Qml+IA`x&`T5>xT~TX+$HRNO7W@aUFfq9K@(486bb)8u0dc&4)-rDAo>4;K%u(aC_oXxc@+zuUpRBWa$-c+67$qp zfgGYl3ej2rt)$PfK!NJ{w!C76hFlgeA)M;nyLdKw@vVUTq%h`7JNk$u_PYWC??C`m z<71-bE;x!uGb41jRHFzJ7uU2uQ~a}5LtF+K7wX^QW2v*+LOxm@ zaAV(@XsNyVj}JjAl-eV^!ABov^7@H%G5XoSa5tIlx=J*fxv{Wf{?R73QuQg1c$?@WQ&LYB^A%Kq_~5&UxZ_{YGP!+CKvY;x*Nh2`U1CrpBGU zBk4pFJ-2yu82uIVKY)Xe^N*Z<+=ws%bt3W(yltvtm5|fnYV9oXB4I&HNjjE+B1K$b znP+Z=N{VhT)KAIcq!bKc&v4Dn!=t+SyR(pP(HEb;jF>X9I|m0gBKa{feWiDYBOr9p zwkAjO)8rp56<@h=-yrRZ%l<$Q;x4QRb@@ARFqOzNcM*X|cPtF8qV)FA@5AXA9ywfsa z%Bz0U%!;1Deu@Wu5R#+|F}>E{@C!nroq1`R+thbDVR;W|q|b%o8xFzeUMOH2qG#E{ z4O@K}kt)FT@OLHDGpy@PR5Naiw}6PJQ^O>)01Y4U8;g)Ct5F{C6RX+AmWg!(Jpa9b zL-zkXXAVM2o%ej{8HqI2Ijjl`KSf3xe!FF1UWMi1OcU8Q6aiBUBj(BH`>grx;x$1* z{7d9G7yz6gk-isacwZsCOkcByHVJ#Azz&ZlIQCvdaFvo+@P=dfkN++~;-~q9{Z^Ki z;P-9yaC<|*L6aP=MB}MihxhV%*qjLO2#kW#oQN-%?t=DizCA=$UEQVC1RP*Nd)0+F zGqBMoIypGphZ7@OO8j-X&9(-))nXG8I^Yp=nJLmF;nMpF8;RWt3=a5CwY!}ZTq)S+ z5n=2-Q{V=R=qyNb8-d;AaDMCn1ewE#;%^%(-+SPa)T%Tec*?R3X$p)$N(FQUQ7z7R zk#vps`GHB4K|J;=h+enWtI=K)s`)=$0PNYf5RfMkJ0QsMDPhLua9UXh;0Ma+1w&Q} z3X90luScJk^9Ti=>nlYMgld#BOXcUty`+5i{5cqahC*+Cn}|rV=9}b8P7;p0gtMjE zPl4O3&Xf{bSh#eUu1iWz6@Z~n)J3#C8`BcQMO;-y`J*QnRAMl!qM)1)tX0A)87@rz zl!UP{QqimPJ?!X|RCqJMstoaMyMaqN2i*hmKtkIl&YQ?anlu#MYhh;-$RC0_G`@{^ zi?gx%lz+C2zT8-MU(HS8oM-~qnW{IQf*hYSSiWVrqL&~ruCpyQhGN8#Y%YP_c3g`E zI0?$;N)&6%O0`RVSasbdP*;&vR?O#ebLbHKWD&NA{((lYph%KWffXy z2kc-S@D(&1$2nW&HIR@Dn)I@e!`7)~SD!5pvJh$7rTZ5*h3W|_x`PIm7$pj_%V(zd z23F~MOe2D43NSy7a8gEd@bW%Gd#&)*;uig*2XXQtQM4i9&oS&w`%;nUKP8cacpZU^ ziZk_DpEHjC{5&q!XKN20wumR1cpNE0s%xtrc;8`vz+o5gg)RIv+J3~Yh-1}r@c9FW z=hZ}hgElk_98%gyr#lD%9P)fSEUW5sTVVW|f*!Q(F@PNX-C%l%G^M~P(!kTE5-(62 zZ1Q|PGg*0Ct5}MP1i4u)s|b^NWPpH1*3r?G-&iv8d*n75nS0^Y&F?WJLoL2nuHOYj z_C0`Zqg3e63dq{Ku-sfQc3 ztf!|ZDJ2E{3gpw~m6s3Nys7OrUI69BJUHVvWp9-M33vALu!f4D@4!O@)?DCz0a7%e zkvbCwgK-a-Qr`ebqv`X}FaWO51ah9f8kw|fi7GAS0$Q>}2!c)=0S0<{Amd6E zji~7ADge&|Ok0Xifcpi&ayq!ARH}-7g&eeT8sa`;EOc06A2S;p zc7DZ0axntKEPM-N*KeM(`EsoC57Kycv%{A2kyZ@CBq3GZ8lP=|>snIJQ*Z{?`GDWg z75R=q`rmY{^v*58Is%mf`}r*MPNo~x4%7`RID;hazV{5!GYPr0sK#D|84@ej=7cJjq83e+iu zX{bF`=wKoFOh#d;etl4@-kJq|Mgo-jx$*%o%iIU{9ibodpB_Z)&YD&jl)W$)d>8!0 z=CO*^;{tIN3-R36&x4s6J3OAFO)}cr`zd0#?(EAkac&4^L@)1N!{J zDnBZ=F;dU_SE;6kF|U zd{(tSV_*2w-4#8%fK~Bpsw42-l>jWE}nuR6%h38%Y zojKA4oTan^!j$^@vvF|)I`WiaK8+(O>c9c*?N#6cU+e6C1G8aEK6Dn^chppEvnk|8jFwr^&R?+rp2s8VbHRf}_&D(QB);xG|_tnJ! zbqfNXmOvnaSTx((^0KkAzJL%kWT1lDcMXw{0LG9u>f*dTlLn|uL#{W>UDng}RlUvN z;e4+N*8g!n9wW~^!QiLGuBrJD9%1=po?s*x7i1!Jw`xa5NB1Bj?E#QDpgq2oO8M0r z{Khz~q@6(^1C9u3P8lGP$&*h;@XxS_i1x|J6hJTm=xBr5eGHDQ(+hXfyJ3`Ff#C$| z&XJN{M2DdP__f$z2>(K`YIuBN5H=IMnKgnwfNUTv8So1y(nlNmb)}%V)%@1CEj5)D2a&TFyS5q~ z6gsm|D4dYPucVi{B=84 z!s33t(bKkOLnQjI4i7s=XKAXmqqK|Xf$)kjltj67C?B~-!dd_cGK3Vtag8qtK%j(- z$NsEEka;A-0!45yN@`J%8C#bf{)e*3O{z<(rRC*C8vMt)Hjq^f_1_<=skpefdDX=4 z=9d6FfUOkl;1PW5_vvR4Dt`Wq6Fi6-GK~d}dHbJ6KKvFZP3j42_xX2Js3zN0-p(Of zJ7VdQqIS3TA2jSFMD>5ae|qU?TY6hc#{c8NV>+3iZVNKtSLClz^fXr`Ei%jYb>=Rn zI9Y;}i|T{Hl0NYQsX;gT0^ZC)S_=^+tUYq7SZzEk;@Ds7#ve|n=*XS_vTk_{XWYos zdeM;gw#KY(WqB}D{hqn2kf1sL^L0lRwjQ?|H-H#<6BDH|cq>IJMygn2Z;3>|pHDO$ zp-Sws`yT)O_cTlS6+gmU$9AgrOHWCOVDDMp>{zqRt*nd(@S~4o6CP1ZqZ<832;GG2 zL0%Md3rJ7*%z_^P%@3tD7ub)88*Ph^2;7b)XVo@nG6aEv0kvmYA;~^{BJAhpbV5xC zm3vaJ9XRR`*h z_xv{G0K*Ew$?IHouGYGBqADpVX%A>;L+<8yMZWHJZ|FUNa#P=KVh5wZe}DS~EGE2Q zQMbQ2Su^b=CMJfI6Bs>Dpg{LN!4nDUFcjSOYsBAToS`ny+{=$3q?^e7@7Z>G~O3&n^ha_8HCtZZjfnhEFaISye;h z`>9tH^r7=WKxe*xe>Zko6YMgS!2CvV&lhsTcH!kW^*(k5k^qP|5I-E`ufuEEfxz5K zHhgaYw_thyX*!GomNQUr=D>B=jv*6ubIY^Jv6=*-M+XE1NOCQpfIHv5+`7_}b|0eC zcg#ZpZ@!p*|L$g4wI3bbrjzv*gVM@&!F=m>=M+ym=yn3OnnF&EzK_+ru>GwUqA!&* z8$M21jZ5rIx;mqQ4vO($WuW9J6sX6b#~096{u;Jms7ORSpkHhmrRB{}{&?H5+wFRI}7dd zlPcd!pcM6b4`fml6cnHRW1xWPK@^bU^KEFg_SZ%tl6_AJF-1HF`^UP#?{O^Qop@=w z2pRB&!=@V$OC$Il@c4MiqL5fg^^SWa;&O%s$pX!x21ggN{tBmL?un_PQ04HOV`i8Xzs4@PWrxhKEA*`AFHJJ=8F)=m@dEZ%Rl^^`O+#% z@v^y-2LWemyK?uF7YZd@>2y8_4jGy$W%GrjuWF5m z`fDoO)U=v#-tK1_LoGu&RYj<&!S9+BVUb1m`G80H*6|6fray%LSY@1IimP!T92XVc zeh>J}T~ zf!vl}F#}x!(uzSq+gZ0`Kw#hr?CSt{TLcuu!KuTyzV{dCbztXwoN6*=%@29BRq&l5 zd4&DNm(2F9PKeJ0$pRkiz=-bLas6>)6x_yVN~A*|f~*3(b8s7;M@K{$fy2qi{QR0- z-d8n~C+qrGKLGZ2@7}Tk+UaKf3eb$fH>30kHJKXZEsGx00<>!g7zMP2RpZM5zL`P` zNAkz^bTmBF*T;bj)=K)mWht3m00a~W#&xck-=SnPw6|bs6{2z-@3@~5B_u=tU=Kg= zhJIj&_1*2U`&&K->aiaCup%SZN_0ODV}`9WJb%Coo)j?yHk3zGG}u3=ob6|o>arQ)V~2zp`;e#g+>h63gCIeE+rn zU>#QSCo&Wu{ft7gIQFxiJZDV+idMWV6Rh$8G;rM*YX!Iek`F@q;O#N$=3(D^nD$H> zTX4&nUWNd3cNcn818&m(41yy#&d*tiQUx4P0NE6~yq^TT!ng79-vAO_ooTwEr)TNq z&BQ88T$}nUuJveQJw&k8@Rr%^OcO8~7gkrppveM@agZ4+tLr|69_UU)@aY>2SfxOu znVrjPpoRwZni`!&Q{gDk$f~Isr4{QAPC(xQtir zuU5heI5VD8KYaV@Sp#j#Up_n2G|g*l8lMG97l8r5pR#HEsOE)sNB#qJH<%@j7Q1UF z^P6x|lV^vAogJB~dw)+{*;-qFTXL)`-Vx(iNa;0YzZ0QTmtWex>a16NIkO~LomTnI z`jW1>j*iZ zq(oTgkRe0rcP*DdS`}O5fI8lJQ})GUTEVMh<^fI;1G?7Z!V%t-UM~xt+gJHw_YZ&1 zW)7`sqdT{9$w^A00qwH5C1uE)fG+b1%=js9r4eH;;BsZpr)I-U4~pi3-jDl;tpYe0 zVc`)VvkueYZ6)`}m!KyFGJ~0t6vic1C~m|nn6~#7Weg^r`X1aDZtL{~O=skOH}h0d z?2pL?SJ)%pm%lp{6P=UM3t16;z=Irv{V@!kVy*nx+Fz#@dIwN$$%sHw4(0M!e_fzr z;NKw+FDt-QQc?o>)U&M-Y!IGEWIf2%MtPi9l=t%uk0z}7|Dzz_0(%E4 zYePB%L?g4Bfg;D^D9BRsiIH9itMoyT5}AN)>25e@}zlP>8qKQkZDf zicR0vJfy&-&d#F?ZH-VOqk zi0m5#x(w1$^e_p){`T^C%m}!|c%U%1x4+5696dPp;>j!f<8Hl8ExoACJ8Zb#j11C; zrl8V;dIiw+v26#IimD1X@MSeL92#p$eSLlD8R)x#T?p<u|=Uul7eVk?V7nk7ox517HlB95t<|N*oy;25-2J z^@UhU3E`#FUZNOTb{({GlPl{K3+oGDno$-k&QR(i*;5c+Qo@}et!Ja z4<1b%JyTLLo2<5pq!j z45t77si^?=gO57@F2q8Y^OafooXPlO3tmU&8@JwgVN4>FgwilFVLJcrF>USf?39_O z=K4J@0zW|I9BaC>HH{E@n|1eRl1qA}a$; z&EMrkR=ORWC8u>AB`@&NCDlB(pDFke4SFiwO_tB=^YTTbr^A$3S)Ur^(~Lbb{*}tV z?cR6hnLgVNjy02ur(7Z4XpqDD+SA5K7<6g~MQ7-DU^6~YiKrj6%|g>#ai>q|zwI56 zOE|yxY`VhGGP{2-vs9}hZ_*XUN^s|K{=IO533fVe8)e^*Vejwr^x!&xpexn3CrF)w z0kHJ<`2V8mETF1d*ROAY0xFFl(k;>=-O?Z}(jd}O(v5%$NQ(%Fv`C9|mo!L8cS~-N zZup*c?)N`qoICCrXu&tUW+B@Jc9vh{4&n^PjBg+yjnB@L@ye z2yNKP=o*bl?Zk-+%Ihe+v30Q+}hB-cL;gKfjIq|lK_z7K(OJZuGPNtvJyk>f%m@OQLrSRzAaW5>xR(hw#R@F z4f=yGS?R9Nc=yfg6Dqy-|LxZx((Q6`I z=zcTn0dC*Y{Ijx{AUC&tvMPoq>;^aKd`)d|(Kr*+!}Rt$a>2nz$H)EF94dx}%CJ5# zE57sYm#p(M3hGo&w_vnLIRUHG1*f^6y7xGRzOw3;bG#aU3T6w?JHd~dQSl7}4x=*| zHceQAF0kn3GBzZ;_(OkGl!G5TAP1i=_(@=q?YW0ni4MHsel8D9i(5i3`%=leg+lF~ z(287K98nPW>of_Z8$A{{USw4cjPrcTBbL`+~ z*gO*E;P~h7)d~cz##~?Tx3S-QQz{Kb7yaLqR^H1`jc=-U-F=@&i5>On&1ZS9pK4Uw zEjgI2t9R`MS%R$1zPjAvLsg*ePVzjeAgf@_pDmdyo3NiyM0MGiO}1Sg$~PMozu?={ z>=S=-UBJjX#J*C&T_xDk_qskZV^F!*V!6OAz#sX|?Kce6GJW$ZnX9MtIEW$8R zp8!K+s6oNu?IH`D(J#WDF0r$daAzXJ<=*CRH*qM0^lpI46uhx*J4;>K<+kJ^2Bc1Y z&k2Z6Z`-~WwN~P{O&Oa~Oc-g?c+5+C7mYat3-fhlVTB&mrhs&gV|BZbQ{b20GY@*#x^$e<}=h^iyHSR`QG)d z9NCVbTq-dJrEu>NNv&^;2^G3=(vo4r?-1gyr2F;l-@u3LxrKbvh2@HAd$x57C`15B zkhx6fUXfQZkLHxEArH22cX*165m*Pr%DIeL=T4wDIn$kBz`m@fd)z{7Si^$0mxMMA znx-#^TI%cYIk;CLRfN(hhu0$&4rN`&gk}OdIy!qWb0iN`8G51~gI{i}<>Lx$VU}Q5 zi#iY%9(qv^4t}^I_%l&ZOHhE`M=kS9cC4T%q}7z8KstnMHERtDT8vlAyy4Cy))OnA zK;?-%SXf7+i3)lS71GyX@8v|-9ms<%4naSLIu&%DRU3MOY|oX5`d%6v3*B5I+gbt; zNl6*mwH7x;8^5+kB&C2!b`9z@E=2r32%Q1~*N{}YiVBQEtx)-F8Wqa+)X>{dZ^NGg z4df%24K0LYKhs|4=9&8%g34y<$g?#N@zEH}Qvj<&%^*O^PDxo7`-X~Ns^4q%w3;$Au!cCZiQOW+A>k(9U?W*DG!Y*+{wLP2HB!_3T# zfq@}L6NO|xY!417Q{N4N^=V0IsVbO!K%EOjCm1N;QQ-C1eOID?U`b;0mq$lecdW$y z(bcP0p=T=cbj2P~std2C@ceRFeSWtFo3iCDfs_%f6bs+(v`TZGpUK|F01N_`fN<@U zX2O93v#zm=*wd}>>_*i$vy8iYQng6NCBy40rvZQBKi-u|nXYeYF|ICrm;3yzp?TCo zT6$%h_~C;>ow3nR9TEj3PWkkqpLHInTR!-7@|wkh>~q6a^8-C28}zo<{ZqEmCN@&K zMIUbd=%tc1&#Y{b0%w<5dc)2T78cnP2*hg7#aW<#z2GG9T7Ybn9Gk3-b-&*)5c&lB|KP;f6nQ*U-UoWJ6Ak}?uO>psfJXStP} z-)Atg%*Q4kV)pM9H-+aN(6_JkseF*{Y=31z#leBwB8ROtq;xZaLZCg(E|!3j(zj>g zK0f}hCphQtltpwqQktVBS;fUz_Qe;3uNWE<5iP|)I-dkR=Oe8R2E(Oy^>!qDdQ|*U zi{*lxWg001@$H?Rzef1^?Hm423osJ6x=XRBWy?04E@NS1vyay7{?Gm@G9RGyJ=>NV z(&_mGen(HG$iS}fhYr#RS8@t#1%99wl#8okjUhk-UsdOe-iAvi&(Yu#?98h(^`ez+ z#bRtk5FEEwcK$uVR$$qA-AMq}G85^tzSMk>lT?l>pY~YiH*WyfVHDK4U?LVMH8(Re z=1HjL!-vxr8hG~6$AEBYX$~f+R{W{gv*+Za^jzjbkB@(0St2SqdBz48%6r-#{sC<| z{MS&b?7{-dwc3v2>Uk^-x1c_BwE~CS0a=_Q9mId^i*B^(a#F+yeVzP@7-#su#7IG$ zD=5(O4C})a>?+?;2Y~seJoEd`*m835P8((61WK0fWB4pC&;VRe07y6o8K=E{@T^1J&N|9$n&sO$52APR`lTwVN-0A4eZpl}YWyp8GUBy9!E6v87 zBG+#i)o+Q6Lm)I?$NBg1RU?_#m|+GEl5Dh^A(*beE#$A=P|-*T*0iJU7?#c`B??Hr z7tknXr9%pG`8F$L8!JGwp0D|^+GXoI$UC8Ih)RflQa`E%wB}t=>J*?dr+>KL-XBa5 zB(Es(*FMs95n~}HW6~_t)D#oj zH(N*JNXk&7;?|0{p(F=qE*K4E6&0KNCVyXCKZSJ`a8p!u2gIcRdXR>RqpjTBxmb2* zTEw^d)t3I+OkG3g)0x1LLP~Vt6nW#@m*g0HG4K8f}Yvy}*{h zxfLS`wT@4fZ1`UV+~Ip}JB2RhsY?orQ8k(1f0n!p38#Y)X49f4w_92bUkUZijwiGo2o2BZ+6ZF`mc}%J87z ztSfeW@utd=^ff9QCOUy-bx1-N%esmkPzFs3-msc(XPC^F|u9KV1SZF1S*L_u&Hg=Z*CH|o0%jld4FOxCak zmm%Et6kt@w5j|^w%d({hrHi>2OvU0xmae|lx@bY%?fZc458G2JuXX~BSRt9=I_6Id z1h3tX+fBIeOGISDah@1fZ^YRTaoK=}rdp^y%guG4t>VL`m{bO(HH5yIkPFL0B*Z$ewOH;D z&E1fRN5)8Uo;$(Qr#CdcE`_a1zrZ0L^`9nMbOgLP5TV0md|*w7kJ-{fzj(`j|7iO* z86R$pyc9gRnh9Yy3`O?@$g$AIzbY;I2cfakhq2w{C%u!JilRxAq@iYD`2J*3E%#Z4 zo^4G{-q~t|E3hS>Weu%`+W=!MktXj>cQ@#Jj9vMDYUNLIJ2FuE?qFW{_<&&%h)t1Q zOVAyvKummL#=HG>mp@ja-|Z9yuAU?-plRh{|2k35DAevQ@!a~}Vw93s6ZXgW=93ut zv+LJ5;>T68Kap>}7Dy~1y}dX5O(^{ZyK7i|+d$NwKZvjCjM;I~!WV~&ZDbw<%ny2< zHlF?-Ud1@vNvpQ+pq?fz>m>S=pt!exARXFZ=lz&lb944tDTS{6uY2Bg?PkUn=k>>1 zA#MM*FWjq2zDcwS_qM%eSvef_J{KHEU8oYSw*Arh85LyY`>FF_9azYBQq%l>R5|I6 zkMZ38yfq7`r)+HW0C90J4Bny{lr{*zt-4f$l9t}CZvU=By#KH!Z_CYcPAMAtQbSQ= z=c`7=FJJQ)@+G$APohXRc)-VB_LxUyV*G=zH48Ywz!B*@m~Llfl?K#Bb(=MX4$SS^ zii)E=#?R1=^{x=%<4XWI7di=YHiG47b@V+LPyr9plzzvM1+u`Eg@-DgqySk6t$uQ* z<8`p2px8E_am9!JZv?)`FNV}5_LxZlK7!r?cOIJ=(=u{;EN)pA1}>l}nsaL4kGbFv z*T3nHzLd3;!_*!dV-dA~^R@PrX<&U@jfo=|%_lF5ZnxK0q~H`656^GPR>FSb^)1FB z4cAHz-DZ+7C0tBd4TENesm{XC!%7C8NY(VTpE_h(Hq2I5I(Q0QvSbvUzvFQb6(QLB z8KN-((gk`z`S?#)4C@^oSa)U{o8o)h^lh&}4s;cxctewE2hoER?AC=!`)t-xk8zndDJdxr9Vk8VAN7v7fLG6T!a!SlOiFBP^(d*} zrDxrUGiSxKyjPtD`2Ge*LPdkaFXL4U$@x4GW$4 zuz$yQ@f`Qa(5ZqbUzUU;>R?zhM1B3L_(o~O5|B}YWI@gAVRhUM{} zh8!)we3#hl_#`A$#$a7RX~mn*bd7E6QCny_7oXqX9pUze4tUL6c|_>n6uvPHT9q&c zFSB0wjNZH>S?$R9abXkN`1P_6=fj5yyfYpl4@L~Sl7vO6qbIUd+bzq+@JdOdq~78! z4V_0Z6-}s^nEkm+inY3mfRm;!3}Ivh<9lx2azT5N+wUoS;q6~5`t4$c+7AhBF;30N zS<7paXO78H`0lA3zXcr^dBH%XULtdfAQ?8G#;SyP&q%>7gb53W)xiTOq1;e1 zc-u003blU2uCU`RCV^05Ju)QFGl8KEqNS9l`FDShgsuGT-P5sxHnVXFV>Qm`?@BM) zBdO!MZ4KO)E`MrmEDmbEE-4|5k(3CSXz6>=#1?e!e#)0otR6LBmRZyq6nn5dD;}>F zW;hEHgYXj3uA68n+XoE1<-vkmUNr-!*FkGt=Y5k|eD>5GXU?35_EXHC(b1JkHzBu* z2ACzxE-VBz8db2A$>6^2lJ4D|ozwUsdsV++@;^Xm4fuyPBBmff0qM7Y9oYA9lz#!d$!G%2Vyo7(EMUA74O}z@@$Gx6Wv|h zbu3&j0sn@9%GKJ;U9Sf}_;K|4ONX=C>dwzn`YnQjLK}=9psNb`r-*Hyq8X=tY4UXW zqxC#&$hdKEe7xyg=J)4(T?=cAlpjC*8X9u(I=%^qwH|Mtvfu~mwD$_Pw~q@j&-mPI zi|ZdOue9flE%G_{z_yzXt;qX&Hwr6&?ya&@Q&6z_M;_+SFxUf5pK7iKH_ziJFoi>a z#P+Uc@qXp&HH;mx;eE!W_)L&obuO{@n2q@xVVq)7r!K!!*7b^85G|D&;`VlJ){lz z_g%a%#AHa?^WHdzFLZ0d@ zmx*ekUcn?vjjP;;$sZaBCo!19e@K>^Q`2Ol`MD@OE!OEy<$NARn%ofXeJaq3$5@>O z3!aPpE#Llfpx{e90k_Wgw4!UyS|p|D=qAI%G`Y7VzwI)T;W0-1>Y7y2q~P~g%WP7( zEu%!s_Nr6|>>dD&sTEMRv9U3ytGN$Z$E2hd*47(t&d={I8v|sDBVJMXv(cL6uN4zc zVbImq8bl~%t{>^UFv5n0n^37>viA2M}EQi_7g`!_eu>E3b^4t8Yp zgk*v<6&Jg(j{cn++djV~Seemo+#z+EK1`p|f99XC&^xX~Jer8%e>H0F(;J1WHIExV z5f_-v)Op`llBFt6_3Maca2C86J7~fon<@!bO-+?NIw>kNa2}Urg(K%HC3L_reg=U4 zPSI%6=;-Jz{Ii9|reiUO4BI0Roz4J>)ukFSPy$-<61}ib@IJU&%2ArRM4)GeQl8(p zHKT_LWl5PTtbXJb6i)0(>Dh@}kd?LadTgw3;H{49`sV7<@X$~q?|SR5yVq20R-${^ z7L2hH8F2qo_+A{fi5mQTH7`+3^|dEv)=NcA%|SDHJ@rxMc-;l*qdGP;=#k^%BpVC$ z2J5y_=T~W1e&C{I29)Hsf)f@hzZR=vYEdccZg!@WF{4=v&AY9iH9r|BDP?-`C))D- zm}y!0uJ~O>+My!j9p&?UvrN}3ISm+tfn0GE_!1g=WTf%88|P+?_C1Ded8o+G37gc_ z1Wxqek!PcNv*s_cljQX==&#wwm&W!BW@?gXUBh-pQL)6fqM``Kh6LSTj$uC>OZ?Oef4@F`hLrEZ81HyYs@hp(q+PNfqPXrsRu$T74q`p zBoP}@oSuX>2tmEaWr6`M&z~YLxIX|~ir7H_$arwEM-Ui6_5x5dKx^QH-4d)(0h1wy zi-sf~z|0&Gxng3X?zMod)C=^1N2hK5eJXMmTHFa1?1!m#$#^MFD;~C?< z)Qc=OXTO=7WB)F2;Rf?91(l5v-1Vtyos!D#oA+YAcuf1}`Pe{Lv0a_j#3zqaq@O6A z(be8?wUAEf%iGSm*>t;l`m{=P%Ir^k!G!e-y##Dj1=*NOr6Xx4T|(TA)T2;#fA~Pc z?<=wvuobx)>AjX8!XrqdvzQE9Z}`Lk!L+S+pJ>I3X`K&1t=3i0_Dr|Kz~u_O+?-3DI@CI-fe z3H3~3{#kH+KtMo&n?f^4zk@b5Hk52YQZsLPy~_6vgfaw!ezLO5d%twVU;*T+J5DG6 zwFJSy6%ixmyB6|fXx&*>uLbShyA(~&-EGF39S^yvW$7`vR66#uy!MU&D`zKpHN%vj zc=31^gbK~NaX-sj&|HRpO6s<9JiHX>VNahTx~AsTC%_j2iW`VA!Ky+H)glP!;Z|Ts z$DCwa`QcGG5jJJq#D0nEOFBIL94&iLlH@koowbPEls5@yXZMKjhK~f-$uQG$2z|X0 z^KnYIoTk=YGxJ%_kkx0QbHYc9Sl8$o{o~Qj(Ea$Y-}t$jSsQw3O$|z9n1-rDR4Wo7 z$;pZ2KYn}Bgvg_Ndn3Tm1#Ltn=L`!VV>s z3Q>GNW%hEUCsB*_?#Ur#!{JQ9Y(rxJ>|7SMmfP%nFK;^RJ|@wzIeLZ7DPV&Q_Z?(U!ODC?8pM z@;G{4+PNJ?NYl+9Fi~bIG;ex4Bx%QaX~H^P68n~fvoJ%s*voXkYauadS9~|9shOl` zCMzmezb72co*&9l3V(sSo)#|zqSP~f)KO$Bj#CRrLnqiR{s;#&4!xZMA)?Z+ihp=0Wa1sXPs* zL}jeQ1svB1BjD?>T&(5pR^e#o#(<%UAb2z|G@whBse}#($855q(Ry4{D%MgkFna9+ z?ODDZhIc9Hg}$017}$Z4uHPDZe-<{ubua3gxG6aC5=Z6YTp4kt6FA)`z3E6U1zK?Vvw*P>Pm=tq6+ex-b~c zCafLe6{UfC4iLMoB5QE!F0-WYa&!L#MryH-q4FkXZ7?C~!S%Y#URgQ0ReZi;(4v9E z9}e&en$serN1&mp(z_34J{sVUg51pU1lt=R2~*fALU=yrt=ZlcGGe0jhY`Gn-XU*( zsx#iNiRv^#Vv(R#3IV4jWSiiIv{Zam`hE8nd<)gYnFZOCnZa zaC6Rm5bk}h?+iNIBPtyBi!V567-1i1fC>^9M`FVD0I z)HX+K1kSaqdL5ie8aO`EsZCmk-^jW>!dwF*pCrs-0a?@B-1-M(CkLAoGGMiZ6Av`L zz>5G$Y2!%S&El3{Ac8~!KV%CS>G(*3wL&{gB$#7pqC3DzOp`m3H&5Pz_TchV;R;g=;lOslR0bUIig$ zZ_#c>f8xGPX-Ekh8u-iP+qZvHe=^=`X#C-FKnu=93;ayU7gUmQ&o29R6xF{G4q=0( zTz6f9x1*Eo*B^vbo@zPD*X)Re#Ew^T90Um`E**J!oL zNTPl}g9;;;D7Qtz+M1=##|Kewd3lYN`-(!G0Q_?B-s$-ryY;;^HKnJ0kJDyVI`2{q zr{39&Kf1~NFftDAc`oih%-f9$qHpWuco!IhMpY`p-W1&#EFFAVK5?1J^+x&bbnoDe zp;afBqDawW=bYNJ;ODTgfgYCFroN}_d$lCZs__F#5)ve8vS7sZ%zNH7M&4Px{1O~E zt6Y_be-zmDx3%||CE%-pJOKUJkLZl8>csWhQ+L1mMiiGGP=%x7VXQ^OWz1(f{50s|gOTPJiTf}e@zzhy9JUTh*GqGsw z%aYC!+U#6%2^f%ad~$tyUobdiEkp}6L^Zi zR`96Zg!NA8#Kys`sn;^n(k_KIJ)NENpp`?FK7)2(8DRA&m$B8iQP8!!JWPRwZ5!f= z6VCMb4FTL+&xButjc(DwJ@)W(OiW@-L(5rlZ4_Cm56%6nDyWK z%X4M2{$Ot-ORPu>#Szf4Xi_ z8XB5#-SZP5=Zep3a$sjtt*Eg=Wzi7zby&FwbnqTfU zZ+PQ!fA4*(G^B)ygFM2LhlJ??s}wM^0T~BwWegk~MgeB5N{PnMnTyXjB4?2s8)R1N zYfKLxK3QJ~Xq~uUDCw`6p7A3GYjxO0k&-VmiaIqb;;?aH()Oa*=Q<|u^eCRW!anKAe)2`-Jqxo-bN`;3* zaYRbsj9yq3^MHh1bhS)^Qdu-M-qI%Aw*S)tkVaw1so;X76IR*q_-!9t9MAnHWE@X0 z3-E(fB_{>~pp+Z^eaeeBRL*`S?fT7spD(_Ovq>1GMeyFj@&4U(IQZz)gTPp|+HKPT zGjAqmc8o~fl63SU@pEM!(---|=VVeA*}t^ZKYVm~Xcny%u1V>qK;X}3g3FW4VeLCmMT81`mQ^@}EzyS;#!P6J-%&!0bslqrLN5g>by%2q}Bo6Z*% z4>o;7;gtjm!GBIC8v+K!S&&N|4;eTDD;2ShgtT*bpX{;q%KiVt3l|r+!Or|Q)vFnE zx7CZ`TxYEy(@W)wHX(3L5$wt-sIl;i~Rz}=?k#TeFYO) zWE|h^LamgHjCfYvG9UP0D5* zz_`K!6Il+X_k%#Uy`z`*SD#`=llbLAxUIPHs{2FJ73jJQ0r?vSBYeY;T$+sk=v>_^ zCM)L$&<%XgodLuoucV|@-i3s?LK%Dv8cwz#twon=(DoX^!#Bm2EadJ`eys|;5Sx>g zaI)dlc3K#~?h9fMmrP${|9~JVP=aRL#-0P%(HOSCwVm>CMqh!)sDkd)sf)GzADsKn zmcBsNN63XRA~LV-sdQWhT-_WS3XTW>i0mEJK}z_K2^&ykAm(LraN4w+6ctY=LEp9w zTEFU%wk#mOn3$QlSQGF}_$v9h{w;(`yvJ;0cD%Dx13`?!1`8BE_kgYqT~sDd z#2cRrSnEpeVYZpEURC|o8$huA%zCN@D@OjETDD2UwnrV5v$O!rQ&DMvsy09=Grg|t z2D>Yh$c3-W4<7Z%;=6?!ern`?Q`7Q}Hh8p4OM2upY%XPU-y0@d-~Um=_w~IQV0@~& z=+r;3;D5c(ke5i#gcA5!^cfkS2#H@>aT;@QFKFbf{wU9}v{_nRzIexNfnWG~r2N*& zwUUy`Mpk5o4}+o&?3=*I^xD~OLt=G-ez~)=D@b7kevjPe`QVOT`ndOW`MNl+8(bZg zFLvlYs;R?{51iqEF9B-<$kZW|hyyO)la^L|O3GeDZmNnWY}FhC4gWk&GR=D)(By5%=ms(k8GIs_5>5^MGG9%6`NJ-7#zBM z$JVe37qRPJK$(C2hQmvZKi=XPs6N}&Tch>U75i^pdS8j=T)UPZr{_bZ#-1$IbP{e4 zScxtO)UCr&0y57?2nL%j5dFnEFiY;-4p7`Y+$kE_Zhu!Z1%DV8kNvtH zk(XAQ{|YC2yFY#C28=ZSJe(VSBFHGYY-kK^OJWkSgoMO@dRU$6W0*RGd|vW#cz+tN z)tQ{tb)n$zsij4NNR=VJC2{jX=6L1h7jW2_gIi3W>?1N?yvwSySSbocSYwlEGlJ-f z>wih|{gi;MN2KY`{GXS3u@H9t3uR9e)RIV35lFWJKK>Sk>_s>dL9I;(GR!8ZgxZ7; zCkJwETm%xq^!5hXR%r7=4gG@p>C+*IVD|DV(PGh@9E@@{!7~oV!731I{>!B{q)9NwQ=6*p(^~Q6vGLYE7D@Mc{zi+h}YKgDRMDav1lFv2Lwg~)it~HX{<=~h@-Re8U z_6SNemb0@n5ND!=~O9rwQj4y+hCEY6WD(BIipfG|dX)6fGszzfIjo>v0)np(z zVge9PacsiRt|jFA69PO9#72QibOv<^laerK%^<0unnf4vj-bEcfY1@qUaJIba)D;n z@<|7|^Z+G9q^{>Y1P4M@X;%@@q-^WYUEpgR%$IUkhKB-t$-E#!XYUXZK3Pex0j;b) zOGmfaBP0Y1oI5XI>|tKQ2KmsSOP;i$LT{kFJZc-zk%)kZQUF#sB`nq3Oz@JP?Wfg`3`U3g{_Q6BXh*u$?>xK24+!vWgZ-Oh&v zPF8j{HcPGd?Mz@Owz7XxJRS=ySlAx5fk0IYIM0YBK&sv^^ZR#){h{Z8!)RseLXJf$ z{9w1W?985u0>pk)e>$~Qgj2R`{oFcwGs6j}pe#w$D z(Hy|kt=kE(r>jg%ERt-opuXfREpvdxSUO`)>`a34TuT1~@hdgoQihsels`+gC+?&9 zLsRA@QzX&(euql~i(Nk9%jke{O5aQ}r{=?CuWf$Y%xEmf`vUCGGDCOnR+G2A-Bzqw zwk@-scrTq!O-1!4=%4*(Hhp>hr>sQc;*voE%9^}Y`Yf#ZGI$=esd$A{r?i`FM{28y%D8tQ2pE<7 zJ=K6(rH9!boOVcn5H_WV;>(w`Fh`KdP>bSl<4}lYnFC!l7kPR2i;Cgc zl!Y-&HE~HNeR3cnYURQIvWJe|on(xkA07}DZG*2f^-$bYdyYhPf(4=W`o4vvoo7?ob0p${KMJ=1KQg3?SAn8lzctm+> zJHJ?68GG2r8}o?_HO=P4MsYJ=pLW`*2_?#~gR0utC?y=jka8zfT3Ru=HS4=H_$boU zdrE=Z0nfi;5;taXi~p1@Bf#q92pH4056lMscGJm7)AV+(VWee0N;v)?Ve8eYv=dnt zopfKardp**x7u8+ovNm+_KEs1!;kt4j|&c8JfL4)w7mX0WMv9eXD=8Ml5K!@AJnZb#+0KG-NJ<|I^mN zoEKK+kWn&!^UfM~j|$VG1-HD;gpQz1$OMW;NXt(x0|JKME-sq%wmAFoKXxmCU;v1& zci9sc-d1=#rEHU%on6V)8^#QHUTdzdzsGfP^?D!rJHN9d$8XJY zir$?`V_dcs7ajm1afgOaHHpR|IUE7m!1zezxnb`>uh0{?F5!8I zQ;@eO6O_I>OOK!GTtz~SF(^lB`KsH@KLRI$j((1HRbVSuQC5tSpb3b?Z3MkGw3&U1 zrk28{OAOp|FE-fNq$7j+Uvay=sjak znY4(BiQ53)0-RU*2>(|A=YvD+7UX}D`W|-~#_>Cv6;N;}C@3HaYLG@k4JywonWYiY zvUF#F;$MI!7v*vcFNzchT(&^=fA5YJa;(Casr2gAx~VgElGlzLaL`6kMPLHra^Eq5 zELtz=;c0MZy#(e;Y{@19Z$e;{U>OyQHH9A^2^E5HSiApPSsUru{&bm2I3zvu9&N6# zdrFrrz|_YnVq^>i4uFMOgmI)O?VKCn!;rYP<*!i=Feh_e$Bm4RZi3Iz1OJ-mS$Mo6 z18B6yS{N?T>P?=V!46>us41BtF{WVuf=LWQ2{zXgFoORZ#75b~zzp?2*u1v^_^=x& zdN!A4;0kUL9`G|STAJ1gWMMo7Pwb|4O$x*gSi7(dmKH{)(xskq3fR>eS;zE zzzk@$%=fRX&Be;e%BJuga&YZCliMi8VzAH1w2xgdJBpU38MWGp@)P{@#;fMlVRcuBCnX7(WD)z1UB)V6L6UY|d2cR}{q2tcTu2 z{}`1Rav0h8Hl$_t#zGL`Z(3>Gm``tISzyLruX@}x~GGlo`+O4_;$vX zea-u)UGm2rRDE{#l8oDDXf84%SJGjUf;igYtb-y(i^T}&*@Tm} zTsV~9?M&#N5D+|IeYmg$J2KAbdl`}vrU}8vf76Bb(t|l2< z%uq<|R z%HXoEw&W>`?3E11JERC|Rv?7uF~5u~B7ok==i->)n+1x|N8r zUy+yhD!rH-y&zm{KIHqnYwrW+Td!F$;NW&c9xL_2ux-dH1I{~0SAmU2HZXhOA3!My zJ4L~9_z&o^QuFgsX_O(b?AK%1&nY<4Hv zYX^}s&GFVB-*KIB!~wU?@UZ4uZm#Oc5U2d6REeVBeWpTfK9f>h-1l-z4IB6vmSCxOi zyn@kvs$sp))bLhrZtlyi=~`s=4jnp-@4}12JL?z11tD!4M}TWpX$c68CXiK*xL_yU z7Qzx4R#T@$%%LGhKvsDMwN>fD03QbgOxOI8avX=B<-qqsuj3utScIGdxip~liQohl z8e6omZFvG9p8i4Q_S2$2EnIF@p)vxopFkOhEZ6lv^8?-j*rEtcp5tZfZ8&~q!Tbdt zS0wioK#QO!?*$wM#KUa(P_f`|10Ett)zS~KeIW@OVB>PG_JST8n&cfYxcu*rO@WRU z`PqybuMPjupXjF`AsMyt-gqDjKPnNFK#$`wHGO;Mjq&l2%WmycFtX@ok% z>~zy@#8&|a)e+}YXwCmc>V*>a_*GZx&tFA2x~S0tHpRcb*_TWpSj^ex)~FBnRiS$S zLEcK@$r$@x=o|%T=5OFee;Sk<{V1OSC3*PAdurLAu0D@gC_ZLan-~p>kPp_NqiGxM zq$mvH*}{`GDY6auM%k0oJUag2P%e53L>N@HNpQ2oe!h$Tp5Y;zE71k@HO&BG2$@TP zAXVsGA0Fs+nQ$SoFVkMTPr*pT3Ik3k`=DnCr1TPl0XkBZkJh+5GEz5Ka03CcTUoqO zQ8atlDY08#Qwe*&v~&`NFNlB~mQ=9LYFcu5!A%Ma*iX+t5!}B&V5tjqFiQ)I6x1gN zD!{swjwkS>)D%YHM+Y0le2Lzoxm%vVlbuI9x{9p-t;;w(oCF%h8^Pk5PJ0V&Tq@#s z=xvEaHbQ@~x05Z&Q#ak^Qol{BNxn(jxpAr9c+|AQIIyvSPqDN0u3WU)$fE&Equz9Q}6)oi+pN5mV zHM71bD*Bu_&U|s9jOQ)kQ}NYpN|u#j&DZNQv7y_4XmH|3fu0h$Xwonm zg)#*R130R`JSDChhhv|(qzvE0+SK0r`iE#i%3#8n0?{sUCBUe1h$m^?9qk2yiC2vKXqp+JZdT8 z6^9?R7v<$`5ToxEOR>emaM`1EAu)+-vih{PtgNhUIc*o2lK>OkoN$ynx&zw&dMf9M zUS6flXaK_$L)wHA3fAdBLCono^FvBdw+b)Wr%zi%xk;j&AIUPF?P%dJ8n0vhYGU5T z(NG~GQ}nI=6#82SD+F?mm!%|=Eu_EgHJX*b+?3w?gO2tOUic#S-Me?$FFt(wL;Mnf#Jlr|?%b@X2U^KI~Bs~H#oCLM(R-LRT}+1*9^>^qe~>PArRMuEzo zMJKiSp9{abNnbwN`Q22qzZF;@AIwX$)@|da{3Xa$iv*6UjXaiX=P1G@{;d3VDHc|m z96J_zDJjY3wwHt{Mctv?qRI2~#u0Be8=Isg*kU0n<)`iPA^YC$Q&;gxsI_fnFJfK( z0xrlDj4_kYIwNYA1K)&%gk!)&A*d*UanJ{<<_^I`Fg$q3v9Lnqc+Lw(fAEBzi+Y+< zP&{+Kyc|jNPFDQbQD^s-ZUYS?m!-^KOEpglZ=&;gf7$pjbE)A(@=(F>aE^2Nkfx24 zj*9L>nroeP1d)kv=}&pI8R8-Qa&m?;QdU+Aov@~0Ier-=mdn$gJzrrev3#z*0)IIs zz;%o4N+NvEULsNoH8p%-5`6#80A%+W+O7LyKn(Le8Av|rajn}ewY)@%N8pSnIy9!$ z)+QnVZDjldv6NAtKfiA@N&&?-s7?$dVp@#n^2?`BI`g8yX$G4k6KLh(O)KuTfnE(6 z-oW1{{9Bj6YFn&Y{~@@JGIU=e0tX#GR9ML~)p~3c-g~OZ-&|Z=aA`qa;LGAMsCQ%w zvd|&LYy^-*3c=aPnE}}tYRMrlV30itM8&D(7^2A zLMf=^e?vSFXF~Vwdt7fp7hYq)4w6vdT9m{ddKfNrJda{LgF|`|dgV;(KzqL5z*ajU zyy$HPDY6@2d%p?J@Y_2;ddX89s@F&Wlce^x$xy-9qJnGXjy4Wh@f~u&Ombpn zZC7heE&6)-nDnD*`eR{f)ZEODO~!|@2OTRf^GW9CgYF3sD&h8C_q*~mENpSVz3|wIYjzNNn=BrRLIeBudk20vJep#gbQ5Vtl3q9`$hrQ&L9_r9s};VQ^KnV zDU@aF@G0+h?8s%$Vf1{~E%amX@mo|U-o(Osee)Wyl71Pm`-!ETQq-;$Ka-S-$2>aM z^WH})U#NmrnTU|iUtj$R#1w!wHD)p?4iKp(v zo)=FLj;V#6U8b-2)pzLVSsIWn_}hBACKxso?}>?NuRsRihE`dq;Tk};Ik2cHzVg4R z|1m9>ce#P)^!yvTex3ood{4AJpCWX9Gs;K5blTDe=Eke;4n2E$v=V(jiYoXsINA(^ zoxc0GZ&Pq*1&U=u?)t{S9qS2ZT+XY`3Y+{UpNs{$(N#q{GfYdIb#al7Rhqjrp<66TG5V>wFf4D&JHb(jub!P3UA& zjh;I{zK?R@_7N?&biOSo$55RbJTl`M;olL>@36;ozPnp}CrIyr7VX>&%Te&SBf<^^ zOq3naz@8sYM+=P5i!nrlnRJwP%Nay+&wUJ*=jW!!#sI~I zWcvVXiybOg>g|2c3&i2>d$MrtkK=bLhpLq)FBEe`ADw)m+1ZtWwVyxaL(N-|Yilo^ zEuaJ@#RXC1`__}6I#T?uTiV&R*_I!ANZa#~eapy10)^hecs*uk=gHZt{`#!EtcK;? z*O1!dBk<>m{-w!qIsL+c+i0yh4yY<*{=-l{c=+&Tg?v-qF9|hn(hVhI=chc9;wf5h z%*=1L28rqGkzHEZneUaM;+C+S%m~KR3#g$Sgoo{cs0M-&-Th9Kr|Wqo>_@;T-*tlm z;`ENUinu?&e@n3{j_&J2vMfNW5i{scN5_T-C2j5EwUY|KZ>{V;~$y3ux}hlF%kZ^`;jP4lm-0(kX?k+qZ%?= zjSK&6R&VX(+j*~-@S`MEO^_OTs`{`bg!A%z%eUSkH(!!}#GwNxUyr+&?>!l~EZDXL2@gp1HiORP|Wg4_=k8 zG=BX2n99w;%pXh_e=W6?Xxi(Rp%nVseOs}+lrr#roWH*Vn-W;WM9IEI@T$YZtsvw= zlHC9U<(Ui!k+DKfojroRn|&6a>_28&dMAb*gku}OtjfDg1i@jk-KCG0%pr%~4dz8$ z?0_yQtxzgTj{ipMAfn!SxbI)B0%(_Fo@~1al`ISxY`w=Aiu}HFKu88VQc7cuq~-|#T7SXJH2i*1yzCy(de)2a$!ctw`=$;~hPV~6#qzOsZD0SrVL85skq zpS*VxJ(~iDFEUn#DI}-#-N&&f+qHisX?YV1$w|FT_Z~7u z-U!=mUUKLk9hJ3xK|QU)sH>yPPl&xxo@HN7CT^!_wpz5`+`{t+khgi7uW(*;ZXG&a z_WCx3lV6LkY!Z8LQ(R2UPc^YKs*3QUu)Tr2n0U_Vf%{6fg=UU#umvZz&%gS!e+Oeo ze?eTL1V1&j9C0w7C^9~F&@q+A9z`{iG_zMMSwiY=naT2@P$0k zp4eP>2qVp9+Nq}*)%5ACJ8-ee$%Q2dEiQ(ddTGp-p6KVr#S(+V2G|4u`zqqzt;9^3 z+U79=V&ah}V)a_R`NX#})a0OAfY}nH#vheT*iP3VUFV)`%xjpuKe8Ik+WfZ-<4(8< zA?q$FIxSewLLybAe6$Xd2nTE*Vn~!nP7_Ip0Nq5_J|Zj(h5f*;RHrwN)Z*go7#Y;9 ztD14eBhz~5>Y~|hgVHFt3wb$rMrrHCS#w({JNR18pVX52{{BBL0NsXrnB5fj2QU}1 zs0Onb)FcRdu31{{rw%o9**DNxy?Xf1&DCM0kNV6<6qKxaGe7;HxhJ?!5FnA7Qj`NB zRst}onGrUJLG9G)6`YvZh5b|a7Xh-Gmp)k<;=krN9zOp8S&s*Ca}`vP)}?6}?^d{1 zRNIM~wTGIu>w~Vi+IQV`DVuQ(8bKJ{^}m>*)_b*v%2M#lfkO*?!I!TXQ?7%m z>npHn9l9TnI4yq?c@97kg!+a+-C}%?a;X3i2_ha2*Ud=^yjwjtGt@dB7SuRQSC;PX z?vDL@aed}wxV*ffH8rgAhQ&X^^Ffr_vD3Yk9-28C%%54be}O&X zG9zNf`FcHo<=kOVS+AC=%@Dl}OB@c1J}P+I>)3_g!&p58QBZ1?7AkZWUU z4V-s11f>dLW#r`KET=~V;bfLi7^0CJL-=)uwKWX^){U$9&Zk(LZ}tsngaUWkBSI9? zf_ev9p#YYZQ~LghFbyD`AQ_PtJ&W|Au|V_Fc!!T?FZJu~FO{i5$^5AvB&p`H)gW(9 z1R_WWk1{TtIb+&44(JqL{A6gz`E?B|5L@ald6+@&QlH@^R>@0$%#uoU+_N`d2e%I$O?pLxv z+Y6hUae3W1JQc2&lx@D8tXRi0;o>ST^3YQ1T5_kk%Sd_QlN{kuok;9As!9tF>|)^ETV;RE zNY`>Lf8^7N6w|o8>m2BM6Cz0g z-!U*e{C>zPMqo?|I@}*^%Uw^!M0F)q7yWKhtWYO`<7gVvU4NT7Cf9F!)WXpNlF};2 zlH{X01$!_kR;}C$NMmxj|95Mq{xUDAyK1M%6?02}{sb(i|6#^@bW3!Qrxy%v-$Gys zEiunU4JmG`BQp&@PzoGvQxnTP4DLkZw`VwC7B_Q)J7ZHxeQx-2zh5Af3`70@BjbUH`h@=l|w7?g?i`hvB;RUhB+L(7aHyiBkF-sLGhp ztN&%XfB$0H(lXPbTLo3O#9GKpcasMnKM^-cxeFRM&!H)qy?6iM;2`H%E3_ZAGeM6N z&Vk$O`CCX4_`m*_gT-K~6F0OLH83Zn#t{oTEJ-82NKiw%4^kc=RI)I(h&7+Q{te9@ z2qP~dBu#aTWR?ifKT{~3e1nPPRtO@^C;GK9%$j+72p-AM(0A~X7}8r1br?9RorhpC z2!|rLgJr7QS{O4^;xYcL@GMBg!Ve%~! z%9#t$=W7J}+tsE{3%t-LjVAyQ48aB7T>}hF*|U}un0|r7S|w^Zy9>3yVr%p8+(7Od zC!7O}ft>=XbV%2u%Hx%lPJ7P3#JxA7cQrc~@4MondYrk)(dLjdwQH;QI=&>x&VPm| zTL-Dtf0z9QWzo5Ye<<99e*y(W75g!>d-oJLG+ddF9dsCJX%EOBYsMvTVJn3 zSj*X2=QlS~zSJb3{RYJNce{C&DzW#N#9t?43vb#M%<`wCUMdMae)bqqP~NPL>;cmk z!nZ~t7(Zx)D}fvO{jY}2lZCwf<=(-;|6dIST_?UEA68IQ6nyyUy4KC-XkFcPcUsDz z#Rrp}Ew7|H;msHKAV98{?D=(X_9;=Znjgf6Q3`A&JZ632zqSze)nxrlqUxRV-hN;E z_L&#U-Mi{@lE#K#YSbTMfFcLcf$;H>?0crs=}Fo3>|C@D;wA-gW)ymoe5@0#uS_}c z`LFq3?UXJRA;slLEDOV=FJ;HE_o=rdg3PXi{DBN`8v70oki?LjOv=pEvkW)ZqlMG4 zkr4?xTG}{tXMS>MA3kKW;yRbfQz)LSw{Ynn z95ja_zvtRoi`9CTZ|&AH`X#LDf>or2v*i6%~! zuCG;6D$RS}v4;lOci|yCyY_*r0V^_61Z5zn1L8H%01AkG?}N_oj_sIxe;w*GTYgnp zYDQPcQM#|hFS$=u>H+hXl=Ma=6oT==b94E7#pcva7y>gjUc7MEo(XP8baJ@#HSQSZ z&+gzOelxW1rg+D3=)V>EELG`E?Ykqq8c(850#xJ3>VpPG(afUeL*0(-f1OXoncp1M zzK)=@%&o3|kT}-c^(;jfB7*~EWMBn7@(=+I`F?mHjMKv1krZU4WT5%L`ar!5T;JMq zu2P-rg>!6NEYp+6S+FHdmChkz}6A3hrrdB>eSQ5=64RUjVplSi z&~<$>nArlghbU2+%G8=@^Vd@w4-Y}0CYC|mvjCdpjH;@ms+oLHq62r~2s_p3o;3sv zcz;PBu@Ejkg!~%s8-o(jcL}n%D1Qgj`T?5iQ(|xGKy+Dk-C`So`UR2iHju=<_93t) zB074l>GThxgiiS6mkDTMj;l~4o84uO~O`#!GMJ#C<0JjnjzGQFiQ`ek->2bg00VR48iPkIK|cI4!A$;qRViJ zE~)xn5Fkz^6aFg@0@ya}@WD=)iBVx>$Cm;ZL{n+79Wo=vI#E`c;*odRpQC9B=SjO) z2PO^GcgL%}1rr>V}Epnlg7rz?cVc@w_c6MeXagf9fZ{;~2 z_4pv)I4Y}4K#m2-(p)y(q^q{)nuyAja=w>Fs@0-KPAWN-BuOiY>7~iVY?z?w1U0>fH5TZG;*0iIz0!do12pV&&PdB_{KXLuI`|}C)EOUN+ zQ7r5o2awCBrmH4yYs*Gi6RgHBJ-&ab3m7sPpDo=Zku(_E;bqKX($LcCM3ff0Jj43< z4Lwp8qvFqUvVLYxiAwjyltK5rMRw;h4YwE(K-4>(zeZ;xrpLKa8pbwOV5Br3$&$&* z&;1x5A7K4AlBcR#V}Bm!Ts50uH|A0e1DRryaQ4OuvnXP$DnP!Z<`Xh=z-8j561-UZ z1dPU9DM>t*_<|)5rSVF%mGn~|WRC<)ZT+9}W9?$Ad}ap5^MQ0Rs(kMEt;F68LiaQ@ z<@Q>*(_1a{Lts7MZDA{|xB4ejHV;T4yMA09#%v>|MqU38nrh;gc6hY!yT=OfKd$u^9h%F@}`wWv|+UU6MQulTQfH(&}EFr=R^Eid&94ZZ1$?`;HN{>jVl5rEypI=IP9pj+W30EO2} z5AHvfN_)Ol)p4{twASD{^80t+1r`|xab!UI>nzq0-RS%&j~fUY@DL%6!no`gI}h00 zw90$d@aeYh(D!V6SRX%Lf=FtFBH-_Gw3s<4C;-Iw1F6iH5$;!PiE(NF7jl3g=MXr+ z-&&oqbA;~(ig*D@UWFofL_sW=1=L=?RHDX3bTC7T2|zo}eG<7jIVcTtH@Sn$kd=%0 zG+6A20)_?cF%p1Uf?947hArr}1ua=9lxu+q7&3pO;6yxPW@DtM_bwE?`TMkGqZ;kd z47A|FK*u6JaK}`5ojXEt(I`a`JN$xBTLGPBwZQ8tsH(PD>YqDfDI3%=vCjp!ypbw zE|?`a!S?|IJtu=8%zUZrk-c!ks}F`(OGE&b$3ybA^X*gCZYhowWd;yglW-W_K@5NJ zZzgsU^FjX+G+g-%ymUNwgq2ASvgr9zuQ&VC4++_$Aw~svW$Du}+F~$lKkJaEyODd3nJ*lm zs2;5!7r=yurYPVX^szso83lTG$m%$e)!Nu&D&vK*_}Xq-VwG1xfvNWQehF z)OT~9O{y^oY*Ld)tUseoDlB@&El8460|pnnJlkj+6&M)R3v;-ZsIww=2Lo@O83FhJ z)25o9Uf<1s_j>x&oR*JeQ2gB+PcF8uR)>5U=;`k|Jts7gjqX}>J^*Ra;_>~V zY(TH7rnr>78T?lY=$1L4>I*SzLwJ-wY>I2|o%$$v~vB^G#Y0CX40_9m~_##&G% z4JRjF{+I$au6X9y>yPLiG>isijHBK9&&M|`q>SX`gn~Bp`0{gOveoeY-{auf(S3MC zyaJE>x^umWEMy9Q)oTg^h7EWkG!*}w+`J0AdC@}uSI8^7$_)3tn?YI)+>QbMm#byC1qvhvcw6i zo&7XGz1dU{piw0t>>vjqH}KpL!RPkGSidiWCl~z*-v+5};Ewm#4JK0>;ZjnoqGV<^ zHU@eDKxrUr6JCJww`(esB`?|sWx~;l$JcpDy+p-|uS9t^ED`bt-6td9Pv$N%B?Od4 zJae5H3zP>CCnP!D>JK9{H5#(Z2_JUSPibWaOe z6)z6@9p-QM-|^YZ_CUDmPw+5#@GBuo%>egx*r~GA&mH45apSyL)-IB9q<@(30ral$ z+UG<)qH#bc5psQk5c9Hcat2{jgtZ#QkiJ~1kl24#{7t*q3}gobsR9K2-+Nxb_ZX0I z2w+I;zf0b)YQmQi8X1`jC(j%u84+k_KCt}BW&)T3W}wrsVjXx~VOTqz%JN2Ve_sxF zL4R}kL{(Y&N@ERtC$*p>L42Ak_+b0^`vv&KrHfSXV*&Sy_z#EwLuSGQ5isaxe5Q`4e8 BtR;bD(09;$y4#2RrVvLCp^Osox_km-FuTwkY0ZC@Hj(5_LmW z9jt*XKoXe186ME?XxrjVxZBk7(MG5!H0+sN$;c^>E{0r8zg0-&IjvQ=B+bI%Ih)5d zplA2fao)M`x^R)4XN4da{KL#z`n(vz6bAOU=Z|?o#%o@eDs`_vM(cUZlxcfhYJg;M z=dSbUU+04t4HR1OB+=dNfXah3^ZuQC*pxX}!!)o~$;K(*53}Rxc%Yr0oVfZxz3eGd z3dd{Y`SZbdY~hDQD1Ok<2LbI&j~@#zpNOWHB{E(jTB<>SG}|BdiXjd*X*LfEFHtH` z?7^*@dTduu+njbKINfmFk+`zK2DH{Qge-hzznk(A{g}$<^)Dt(T)|-ncTq;2on7-X z@j4A?JqpHDOiVsQY->zh+MLKID<0CW2+E(EX6Z5Saz2n;AM|o2#r%h7r0>LiYxOpp zS`7NhPGjTaAs<7^{X>EGLA|D{3U<2B1@oQN)nG`a%>ttX+``bt0Ae%9%y)EhkAH5n7tZ0R)dyO{@ejx9wd%suLf<`k<=vW36-Yxr~w%ui^{V>FLwuhnLHimpF>YsLBl7SsDs-_?g*F6k7au zHMeh%lA{8vYm7F^j3=6PLPDb$9tnoIRfeLeZ5*m=y$Ge@M$)2dYyHpVt8V!c3$I2! zAuQOU?5w%JEOO2(wXQfH5$w#*cij%joY~gnd7Cp>RbSN7v=W6YL9#a)d&?C*_{s7? zoCdfZDQR*@)OXNt)e|MdS^$O1OX}vzUE1V>O-KFxQrWzV$6*2O2HGVzF`)2PL7GSkV%jJyrgFQI z$=Fz$XA_N?85_==^OKquZ}qKOz<%(@ttwL4HXq@oBCn&6@TGmKTE2!g6{H0U3Mw#F zfIDQm$?0D4?KM(^l!S(`iYeOj;C8o2S>v$#=>L9qX0pCic(OhOtt*NE`NNHeu$ibZ zQYMCjLWbaepocq$g1&B6wkKOvdWp{dY8z~szaJfZrba^u`*e;31GJ0j0se>ctQ@*6 zd_aPCia+FglufmN(9gbncmaO&+Sc9SBDyt zbpL4d`RiM+i(+1p3hcXS7$in z)Y_%gxu&=Tj4E_OLcyu2){=`HfD+Jv?zz<;6}ndK&GmgncAHNrscufC_^fq@Kr(ef zIHa0WTl?88-K(tz^n!_f{c5^TAVf6e5)_Ewlh+9T7*pHvKld10vR_rJk^Im-Mz`K`P`gA^^4cwW#zOr@JqEi=dcRo;+Es%AEhlVNUp>uu17)` z*!TtzuH6sLtRe`dQ3L}ChjUY18#0JxJpST1{MH_|77ObqX#0v0i*G{5u=;v-iF4$Y zT{F5Cf1*+M>v26sV>-%kHXK#D)A&p5E%VXm%Dw<*!pjHj8Gvb1nQ*)>ZcM$bbZXxFfrc9TEhds4xNzV=@kjOOaJ%}!s-Waj;j-X2W8Q=S#rN!6oCvmTxoMRFadXJ}k6FYL~ z01{Sv9Dj9jdmYp`Yb_f=ETL@u1k4e#?)ubKdL;;?bqON9q;fSlP4|pO4-V_#s`VVt ztf;_u3eNWQV+oPZWeHiwdawM$pfcg*xQ<>6OIr9mZv$J!1SP`hA7~*HXy;LzgH#l`-b zT}YD@(1EGe2XpNAe`eyL=t;^!Uvd1ini}54JrPgVo7?J@yff;tE`c6M<8nRO+CZ-@Ep|G@+MvyR1g!5w-(tpss4F7-w9DJfLtHXZ%(nU?9 z4j_q?{dcyA^8yG5-~oLn|11j#2zb?7Jph$aYU))&p3TRY82-OBKIJG!plec^s_iff zrpr*0*Jpr33Q;O&unGB^j(cjW`xg&w*Lldoa(g{Z&^YR(ViOVv@xxlN`-%R+@StzdjGO zsr3h9_Sjo8Ug09ac-Sb_FsEp1K+Bbeih>kPCG7KP*W1*jKS~R;&&lx(e;c=>0H`2A zh$EXAPn}5B@Bbw}=KYUynahEQ2;2R}aA0?oTTb*u=c~g(YX^}eFDhMGUnC_FN61=( z-_mv_D7Tq%#Hb^>#}}Mpujc)_&Z+RVWX%}|sI{H`UcPH;2pth<&uv{21}qUrUG|YV z-t&CC@>R5T5lU_LSADNWI2(0WJC;>w9&tCl6y7awl9ZACr&}fXpN{X0Oa?dl%gSJ> z-_(C*9mr#& zWgi{=4hZDHNEkh00dfYKFxruk5dbSnXNI9(dKJQlq}8PfO;Kp^7&bBWSNAKMO46#C zL+Ls?Uw^eT${PG}zd9LV2Umz=P)OUMb*w<-j`E0_ zL&kytRAghjWt-f6&m6LR4V@bn(oODiy-LnxtOg{p?^uHKy=H#Gqr59}l?YvVvEBxx`v#GEA~d|L>8^p(%;-T6~MFLF^o z)o#b2ID_~hV8*r~5+U@MoSdXwg)~Ok?&1K7Nv&QRB2X1>MVN*Xz$dK#v2K%|ZZJ6R zt~0cUvwnr!AO0tzW|MI0{ufr;|F^M;MkJ$U;c|yC(z!3ZLG02$V}fD9#!$goQW!L6 zut~q#zcvO)Y#pyxMCMhXcuY|;sd0bbH)$Do0$58*m=Y8pUT+b6<(!vg&^f}Nzblc^ z%q-cKIp-zEW)h<357oqwC)CaR@9D)Ad7oZStMlU!F0{DyU_4@|;up92egr z;wAv=FdVK2J3s_cx^GnQSBD58|bg=*T?zIm6GjgGMZ*^TqfKLbJeUfbzq( zMpIX9*u-Gk%&1U}Y5h5K;hvlNxiF!nGvV8+s>$*4rb6`anP*8us>!lHVdbJnx~3gV z#7l=#c?O2R6{S-^D1r|2W-NRAjo2j#lx6B%`C3&@BX;M4;^HlJQS$*}FxfiyMm&PX z4FHU`w=1KaM-w2jVQ-(YrM~$s7}63*H#CMp5eR|1@ZDKEz8niosnLA`Ro9xfAbXz? zi3Ujb%xeGgnvRi?8 z4*sGSo=~4^oXW-+C`xq?hur9F&-nS{)%`k(T7QW)o06*hJlwh9kbe(kiuBnSRFek4 zu7C)J7p6P`(8h9Emh#-Ug`PZ$20t{jZaPRggz<5oG}Cw}T8}D+Bv>X|9lY4wX<5Wx z^}=)Pk(&m0L9G{j|1rtqR;nODo zRNA1W$NP8Si<+6AK=%A%kv1lR^*n^|uZrXnKM)}rXD8uGUHk1#fja7M* zA70e=7-XCKEH@XIUTe00lLvlvpn0DU2O4K9px>Q_>X}TnkknLih{Tx&tX|YEB!pgh zxAu-2bd(LPX%*@z*>^gghj`~IIl4Pw4{6G5YyE|HWU`AziUyWjEy zQl)QTokzH@BS?8SKa6jI+j=Ef>

$iMnZ^hYuqW$~diQM<<>J6MwxWw`F^fvFK|F zZv4;%hlXcktLCdfduNx#D^Q zT8+T;0g4xLrb7`N>}^An0=DJ6ULy5~Cm< zZ7XhMb%XeKiuVvqo{D{MvX&ooIJ))D%y1n60_aNhX6sW)1eKVF6c05`^Pvy1eBX5b@>s9Dt52BPb8d%mSb?)*K{e~8*;+3fwWukRAwyx5kZ z<$DvGaXxX~wq^#hVw!~K8!-Kvtsoo7wx&TR-p@$}g2&|UgYIGT;h%<%6Sl>sEvLji zNPq%z2u6#{v5jG?Y7NE5p>}kPq*gAG?Fh>+;)5tH19vf81;JqHRdN(XP&9t_GtBL^ z!L(eGc^}D(gyicLW#aW)e|?iTFvAM}4+$kH0&swlKO=sUZ23*u{uNTe>K!j%w7g?q zY(tL4l64jrCloNPsjR9`#(Q@aBel8;b1W$guGMdeU^dLj%Y9wl^+9<2dX{diKz@)^ zMX8Aj{O~{uawaLmy99cyUp01Af+bNO+K`vNYC})5=gGgthWRFiO?$)(gU~!eU30^n zkHiTh8Zy9_A4#>BDx~p;>FL-Wp-32kOD2Ls=o36XqEz=0S}l-T4_dY$1U(=jh=0;b zN2ij(5@185vuXTyDiDCh&4g9B8s6(qqGvw(^-_EIR~2fV>_Vxh?;wa2qa_{8R2Sjr zku=`4&%zHXADs!a8sgj3h~+HOs;YkX?Q3b&oJ09aULJn224}6W@9$Y#aI^p*6@^W7 z>H5^Dav~`e`2}GO4qr zao4RaSLeftDhF1xKnMvsOqk@zh221M7VNm|eY&47b{)F3*pBGsg>1pWK^4*7^MF-f zw_tr6Uk%=KCbP9fC0^R!4#9#$g3rRG?I58L6%i9XYW+=Z(>|lPpe-dy;;Xh4CNj2q z$6x!3;w)r(Toy4`Z>)IFv#Nbuh2CikLPxa|ygm`~)~)Xj?O4k%nmir=Sj6~9;8SF} zt?c@3=LZYjm_>58N9J$&RD}AJd*G z>yrbfDNZe(KOZfDtA-?sBrLA`KKWY&wicd)<5P$8^YNWut-y%nM7g5F4k#k2E<_&H z|D6qZ4rqLz66ph6qSVdbplqrimKiy4#77@MI|D3sG=WVb=#XqYVnO%l(Q>NKnmxY< z+NO8tHVjqY&jpwE-S*ss!RUxl(L&I9#P+dCDSpa=XKuGz&*s!O1AN?fFG^3L<)cJ< zhIP-dsOmp_e4<#$w4wC9azK27u*kX)#@f|SFWId6o7z{_6EBE0uSYB2-j&uQ@>AmG@}!bLFtzChN@Gf8F4Kik&Wd^N-B^>L=zc-4A= zHQXImNk6L6|8x&$wnP3r^gZL<4=ey87sBv?`pB3fLkq@6vSbvE$$EP7h=!(oCKF*F zNlxw?^10yt;(kKX_L0Nhx~U>J_inLPMMz>y?JT&RfiZwY5f6!z#KgqYNO>tH2Qymq zb$HuI091Hl*qjPURZ$|ICte%Z&mhMD1iLs;J~!-z z35MZ<5&W(eX~=8))a=h*^f<~XOy){gxC#7ahdiQEZ9 zTC617n?JAKLB&XtqwtZ*R9mcGN!P~2Xsl3tkjm4{uG1t2GKq@Pd4ZZ>xxX|toD%ov zFX)Md-8kUuW-q&5#gf$fuQ>?SF*!wngP4OjqKf~wz>;evJ1(_Swpr*@q|W;&HO4<` z4-(`~V+{H6;dUYzF>5O~jl=sGGX>?|+KTVKuJ(Lvud1nel-R%TR@|yPzNN1p>K{^f z{G!jWg`#ENcM#b_PVSx!g{^V0Z#c^GLmpBA(h_o$yf0>0I|1H!ZSUpoyy6cSU8IhQ z?}@B5FF#$5Mo&!0CO}~zQC>GQBu2@(^p5{TC7G)x?#M+N85ASgtt}DBw)6<{-6=vB z@J&JsDu)Y|tE&HHLrbdjUt%c!t0(Dxg0C8-rYhiIOEXr%B0LG4MWu>|}u4=JRT&Cxb0=C)b$Wvem4 z`wSuBwls!NTNr)>qhRcQONW3%#l4F{*cR@AZ`cTY0LqYFgn&2Uk2_hy{&V1^6z00c zQ|7F^z+9%J!`5m|->+)v3#&*7khW)ffTF0xNgSc?G@->b`PHn7H)v&@nD#zB`{Z~A z+hfV6Rw&O{ODwb=V^2(J>gy{jT0I6;>blAdz@i&dWmJM`U%r3m1I1*x{)Ai~lSI_W z@JtdUP<#=(UGqHyM?&}?Bk>ZA5eF|ysFHIyM`Y<@Fl0oNJyo$%3+;cXAP(;vCP=GI zAT%98G$I_3f?L6UlukwxMt>UJ5z^Jz+}Z$XDtY9KTzZI*{p(8f$!_6yx!ymzl^GSK ze!b*mCC*M=gs3BlbD082-HS-F?5DP~A$z~JK-taVc0slvYg@TlcFh25lwq(TbJwU$Mlpv zdPwxT%G0xu{`Z8(GQX*gYY5$hC4#s|L!9gyfY?6~S@@f%B zRefeURH0CO*)>Cx$r2|RT}E12A#~lz5#riFA0*62_B+{QldOhDr$AnDP{NJ_^e2n< zC}rI;w+L+-CH5yF5FP#~=U79H!w9b1y?sX5Jo`wOj-26-VOSe&OgwxIUBOdCZA4KE zA6YEJ6{R-{qE1= z&bBWRc5sr2Cm*N~x6~;ik)|(!1%x<>f@f1G;hhJ$SgXhmZFKCoE<4tN z^KlpZ^dEG62&N_4T)O0bg8iszy?YaXr2)mGS}zjjNVddxWCbqQiL%*vfs!LlHi@;q zOW$9$c}>CZyc1)5mpGA_#jYPHa}ci}#EAL ztvLqs7}CQm)&(C7VwVZ{Gh*UCCI+|fm=C{4>L{K0k&|kDP;EGXWiU8srX}?sJLu2t z_Kds~>7R*;>AW$GNlTcRi&ljo21<~*L}Ixf1>rR{>o85!>i-kn!o44i=vVM{+hhiC zRwe&1i}OOcotO7lX-BT`ITzS=3nl2;UeY1G0!clr%K$*y*@I5=5Oki0 zAp1l4PN-F#(IwfmGRx`TD zFYe*W_jI5>YGaIw5lk**Hg&fkkJ+0`$=hGgh7?VnI}vQX3u+UHK76|rJM)J>q%$i{OwDQs!e6|*W$XBTv#9UI+uJG8`T-yD=! zUi-ceF%*ZU0CJj9xwf|?$Rl_kL3tMr?IFi!YzwESJxYxZhcu=|UnuJ~SG>Mc>UVei za_Yxe595(H2qn4$8u~Kd>$l*1r9|{Ge|#hdX?6LfrBPtBCcPE&Jf)!2abbl#hrDR> z9QEB--_7b~YWpf8F@ELI6OK8s(KVv`dD7I;i7!Yxo`38>N5{oyW3EC$qY1c^hoYlz zzuP2V;lVz3IpBW#ja4{Sp2=2Ya?Sn6=qG3Ms=>(t0f5=xIdRXi5n*jjEuUUO*uQN4 zgdcL|9*xyoAq(peDLeTNb0tQ?12w*^nBr1{fm@MF%#Zdcl>*qS9V-|=d+GuR4hMU7 zvkH71xt@=XMmjsAItWT_WB+Uuv*XFZX??HQ`kk@o=b*Hf7GNUL^BZ(ITF?zUo^(u( z6|`~UxliVD_5jP(@crYK==Um0&c{{|@n~L25;>@1>?jPVim6#74S4OKxJOY@@iR<1 zYo!@PhJ%HdJKyvj@I3q z_V&=%pG`DKYG1TpaIEvd-*RmbVb}oB*%N=4QS6;y+OM6HFMMTF;d8dPk_7+meTXB# z8Vt@oRV@hjVW zH=piC^+Yp!T1va=hsm^uWD;Gu?aq+)_Ww*OZaW8FPn6 zZPrGnZjcpG19PV#tLP|QL#AxZ5|*is7fbeMo}J7^TrS3Ji}K%whVFilh@ub*8e64( z%9vPOR+qeXvv&`EMAqHCu8{G_L5f^8h$>m5CypyUEqIm z8a^hp?}5FvZ6Nh>MphE#Gnb9vsrR)uNUfF3&GVkfpo6as#`4zW>bIV;Yj?m*06~A) z=|kNOms20D%Z;}3ml(x3LsP;k+_Gre_9_bL@^btng0%#iiCm;S3BYz|cC@~T5P?np z{@H~^<7zwaH?{SnRNBGWWh6dP%ApLUUR6uLYL}tP@_Ld`6M>^zb(E&feP%^%{DMoViner$&tH4DtUFR2>opGlbj{1~q9PQ33CT=cAnWPqbS-#O z%FTYuD=N}LKS63dA9m;pNUwg7RP;zBwzPEDg78 zfP)ld%cB{>Z;FZzU`A;eS}>86M5glELjrqHd=%@2izCU!SnKX7F!}5M{zaYtT02}k zJO?KtCzWTD0cdI3}D?epXp!@n?`EbP6~+?~1@6Uy{0 zx{1Bazj)KXpRQlgB9{JikqQ%4RY@Q6nqEMYo7m;_5Tvg$gcGp?z+HOYMsT0KVVle6 zcB@9d#sHt}>FGWFuN$T}Js&&LY8e$KH$r!}vlKt!M=Vk|5^C9%z}~@DI5DKcFbx9W?tPve|}b#19@kz?bLD zP(XeaB9R3WfqPV59OmD;z~Y`{`6S@XItTfByJFh9*57~al+)@OS4384jc@j(n&-QY zrmn_7q4m0zZs1K-U85I?E zq5U_P4LK_-dws=a8Zf!4zot3H!h%>;`<*Nqn6idG#wIJgDj_SW+s&xqJ2@PqcV0xDn#L}g(zflm5@4bNaUeoa35t<0u2YPk z9jdCTYjBUY8F3sv&wf#&jfvX6znNLf4=w?KBOo{)y4AFctMfOXVOsy!g#1cN3vsbQ z?w4u`g!1vqE{W+(GXmoMZLJb zANuJ&jbrj{$BKG7-H__$-UV9WV>aHfsjc9Eo8rD}QLzh)coWjVQ3V14aNq$zk(#Ox zo>0#&H2+rWgoFg=nVooS_N@A%|C;^;4b4e+_{2L`rsPJK@9&(1G> zwn}Os{Sgcid;8s6Bm!21(6LU7ADa5zK|X!xw2*)&0QZeHNOs^oMT7_#uCGB+wn=xN zZV>S=IzP4!>RhHi%NB`;OY@=6Gtysypw%|`%@0xEY`*srgnUM%L5&>H0~ORmrYz1=W`3L)-MRMr&#hsH zE-&AB)Pn!_bm$3-j(z(B9jGEC7O^4}JMUHHhh%eT?45=0KG?6CPpUhw7VfEL1Ude| zy}QG>CbaIP-nOP{>`^TNhi;BjYBvw*&%{66r$JlC5g23 zgqt78Uy}H>E%@7i*Tin!l~cg(2Ld`HV7W#!JKyI|SPlKYoG(=H(9-gZtz#rOWF$Cd zB=BTptU(eHb2=avO~+}OpO4ECd*OAbJ8>{tHd{o&TVWyGw{!RO5Rv2npV*|NUXy5% zE`ZHXl6<~{tgmC7u0luC%5>x7 zG8`S-S*Q==7wq_;XUQ%K{#L&!BSuP?gGZ{>shlnfc zrx@vQDIogIg-@2L#vq*xR5$}uZ=)vEwE0p|vOg}yG2m6{S{z=;mx=~WE_X$@9Ynb< znd|J`K1&V&6%>9XbX3tWC^r%&X2)G!DI0h!GDkIDGnf#vddSc`yX+N6ejTS$8nS*l8Dy<=$@ii-Bn^hVVqw#0Bxu-SdpISRjoU* z>U?FoPh{xD+3>Wa^Rt(*-xu?ppuK&qZyrvY&MRwcPG1{RSc9WtaP7g-V!b7rOD+2uf$i%b)_yQ1t{pWML zKBsld#PUF%utjdMpt;r;0r#d*>E3KNy9 zh$R45(yNbJVSp@;PI8E;$v{<6GQiE>-}d%A;mJ6YIzDE#^UUekvp!_(Q9_umVb+l-9{C2dT2~Z_6dY9}7V(f4Q|Z#_7@No@qxrI1 zzbv@=k*xi+$t_OHn8IqaH&o83UAJLGq>H98$1%nwC509hDW?b~{H_2 zl_!%r3sNk?F#cOFo(<=B>0?)GOIl`nG8q^3qR+K_W_W@>*V04Ac5D+?YXWhv4Z<;V za(dw8kTo$eQJw)2hF`BKsq@;#`C9s#(EPc|c6ESkJ4Ct20n1NE@gfB2;zEd6`%H+} z5~p0@Hg1Iz_-yJuJ~HCyD*N+vE&nYJ`-qr~x*CsO)@GeA+dirgr5(L(w~Amr&O+5LZ5Aho z!zf*8>eB>f%^QD2xCs?ibQY82fl6GWfd_ir^Z;ao*TI9$XY(flWUi!<6`sqo=DTyM zlcCa%%_Gt`rLU~#YCrY@0sBQXO{;iPgU69hDhQK?o4YdKFgGu6ba?p3&f%I2E*!#fn3Z z2W0$x39)Qg&kC=-I_SSQC*X0unpk&zGGh|^EG%mejFk4U{3j zPR3%zfy6*SrcjOH1cB|iR8)|`fiQo(eMe#D0iZQ9o|dZTZ{hFcUU#p5aYj_>4kOcK zd@sh(d`SkSg>75=89(LM#9es%zgyF16`h5L>+Y4-Kp>s9%9;KW3&HF%p zIjGqaeTVD~(g!XB2GqL>85r<d%N;VKMUir?iBqM7AWtfH6Ev>8Xv{?M(`$ke3GuR z;+Yj_jOfPsm*0UuboI70Z{=^wo=;T}C{FeC^q?lkWC{*z1(km!cfueGT+sP5c&rd! zVA$*+xeot(07}q0*D$lk=(A3H()%p`g^gBP7ve6>&xk+E029s}=Ywca27$cWV>m4x z4uWtH##O6o{RQ6h419vj6uM|MgCGAqI7**_-MkJcsalBf?d|ImEE!^@p#c+`-16Zz zQv3dDl+=j1==kGto4LOD2<0O^tjvP2P5TOy89s0nA)MpAMj2yk*-O5@9UT~KMo`8J z3N72(eOZ{#pd>k65bx>Jr-|d^&mqHKswzQyTZr8Z{LzEIy)YR z;L&~gsu4Z*k=vPRzog`9d+&8n6tUmXYW{H#-oK_(14O&ZP`tD!%<8|OWxJ9s_3rzb zRoX%0)*Z+4H$#-$t_@%N=sN@u1zON#x3Rf-p*&y4bRVpki9bRmB=FZI(P*T_=m3FW z4nq!W%m0dUmTMW0YyRq<&k)}1AHBxGrYe_-MXair)Z|w9pOSQ&@B*FzDn#jQ<F)uI??aOkZGsVqzkns|&W9KS#kfqzv76xW3u> z2iy}hY;!ZSMq-BN4*7gQm3eKgCzy14^K`ONSiAHlBuEeIXUR`O!YW6I_W&feGc17x z{86%HV~_*YgUIguhclEpW(f{olgpDGa-X;Cn#WI50T0S5dJfNY)O_QqUR%?tEB9J9 zh+5(hd{o{JjHh{3RnBT@DXaa7hL>nX)|M*4jK*WXTZ&D8~0@qIWUkC z>Ml$57K&}W_6D_MD<7+cWIX*IBW#Hu=_+))=b=uEmnHisq4iGK++f9Of1ObqildVg zBGN}EwIWLijDQAZYi?R~-Tq^%ZIeSy(mFasu%LmFk>lN<{$#11jFJo1Gf{Shzs;x0 zSSpM^4cHT-1?k;=KA;C;jE%Wp4AVT0CeJNq`BJ<@pu7J&y^ah~({gJ`e^L6Xp%#e7 zTKKX?Hmg?tu6%<71Onyc@~6P2+Xq@XNJ(pUR;C$5l2K=3XJ3OY@>+S`P)`r`mwFTx z%qUNLbU$24v=NnSNSh{K!FgNr{}6x@GvYM@7f z?QF$cnh^vcPuw0?7P8UJh%O2>ZSA0+=5Yk}QD&y5!+Afb$a@GMt4j;8kk_YGMRB5w;%)s8%V)7{{3TEfCQKYiPGi^ zD-De(JMGVid=i}7D3a!sVXMe|UOtuR(|O0jXEf4=|CJ!m?YKhZz-dPn1TO7Ev@urE zVFh@~N*fRQK0o&47gb+CtWHrdkFEWBQzEV^FTcQIczz!!`=wYVHi5S$cM#*;1ktUm zy0J%gKha6SX z$WNuEY#@7s-7bRaDci|S+iF%tMJ)W_!QlZD%uO*BT-uNwQTv8!vzBv(_}MSDy$lU- zhHvlT*}7e=t(55^EjCY4nai|)sB%7;su|5o@3_f`>kOs& z9*#k&M?4KG8cxVLj{L;XoYmdo9m7)+0oni zneCwlB{?Ou(nI!!RIOdMTs~ry zA4K=n%0?jiQb{r^(%~V-UjhZ^GSbzbMJD`9L`L@meiYVjFjOY-zMV4WA+@x!TIyMBhwxDN%H8YgIyzr`6WX?(secfu-A|vW-v&paecc>H zhkj$F4}6!Lf^Iz{p`w9rUVJxytn>G$hqCkgtfg1cWh2CqZ56B6H;lpeoucDGySQx5RtPL4zXIo@;9PXnzpG^YWU#n?Jwo-#n zWf8~sOaxTswcCYHIs{@sjzGRL?Q*dp{3QnOeFEohp;O3l4*1VCPrk`o^b(h(bM0*mE_Hi z`pNKmQ^%{iH0tNfcf7KvOHoQ43C3nN-v4cuitryeDLhk_#tQs3_N(JCjct~-0bTBA z&YKmyqwnQ!R2g;j9qz*54Q5MlV(OJVgz_#}h{Ccm(s}UazGYfptP-s3iixZF`8ww> z+UzXQ8s3>bi zPEP!jhJ*=U^3G8b%0m&&%P*;@kfgi@hd|i>MouUIK>c}+=m3DMgHGF;?kYs94#14Q zF;liQ0sN{*I)0*{Q%7KIzE|D8P#EQ)lAaFbD{e1HUf+slC2yRGcnJO$;+pFO(2`OB^%&q2ielJhUabip=S#ZlS=x?e|N zW?-v7GX_{`>`gT*P!oTDzC>&+rOjV@HS-o+8=$wt6b^*Z%>PZKH)hD*kZD};;S2F| zKK9Qg6ZbI#d&pS?k^$>Z!Y^m%-Nb6qC4=$l<<#JE-ai^zU> zopOtdmpTVq9QMueNxf0)>V^Tqex#NNW+JLYVNwJ!opxv_I(9!<$zPTwXO~sP-jl64z&kR@~|j!Q0pwn}VHRr(voat|c- zKZ$iiD^kSgkod5K-hIfGpYMRgJo(~?elzFU-5*xEo#cpkydu_r8X6k%XBy4BM2LC6 z){Ydkq7_H<$Hw}5(51%0ZQ5HGjEj%2_`T#$_gO)j_=qU3|a5Gz!kZ#<{)Z3L9qbMl%l+NiCcXEoCB+Qp4HZ!OA|Ip{c~5pQ&4W~_WZH`hjW%ZTd%$#?AV zUYlx)X+QqeFEY$aD0>oCf5-*hB|dQ5q+7A?L4wLIq_(zI&Vc>Vif;L0h!6n1upbW@ zj`Ux=5n&7HRm!&_prDw+AO%iFuOPK^Wow-pbg-}5&RXu%;7D}iq0EvU|NPlvc)l!a zY-%z%J@ox4vA(>I&-I*3bXcHmtEnmJ2$vxer>(UkwdGQdy8(pVHX4FfvjN zo^>U7W!f@zi(EimP*Dn^Fii`35Q1t7+`TcjeLIsP#_-h)hd!%Jm%GskUEl!~0$6)b zk9@Lp_`f6mIpfw`6}KimP^<$o1C1{t})yNl$ob8iH2 z9i+15%$0zt989dVZ}I(urzf!fXJQ2`Elw)S5Y7!?VBdmSFBQZefG9up2|$l{Fecu_KF@jsu!f&s9ERulEHe&=3bgWMS&Vb(@_o4cvWAMGh>k`j9Km;6#1 zlI2fxSCl29XD`F8r=OhUs)RP2K6uZb5CPK)*m^$KAMPOu3}4eaqVV;*D=01Tp~8|{ zHQm+4#Q`SFwo05YLH3Y944mwzFJHbS93oaDaDW}DuEOUQ@P%>&Wwvi)MZkKJXHs~Z z+7{Hvew;QuUDauJZri5ef2ZH*uV8@n^WoVZ=n+#IT#UF#Ei7D=mF<{=%dQN4^*Oqu z>3=42(RaSpZAj3a6MyEw^*2)|_{HIpW>uic&tAIqgOTmou#GHTkrLc*Is!qBJ$!5l z%1`W7?&MimXf7_2Jo4b#vbNUYu)nXZX7WQRo+GCy*1k=J&r`#$EBiMXGo|!G(uemH z0>G;f2KXr_n1Gwm*x)yCpb2_%|JX|u`q|_DhRc{8f_B7XvBc+q1*ldnh^ql3b>O;X zbKn+&ZO-usng>wk@^nQ0;rr%r<1(oLS6)0fs+d4LyFlC}sip?s1zGPxT)X^l&*l_Y z$4w@Y!mb3or1G@}DDV}J$#JVi4hc+S2?^4YhgNDCp85lZ4qKqid3onxh?>U?DGh@6 zq;)AWy5(lQm$vD)1|b3>B^i^ZRdD!Bd)Z4q-4|fAjHaeXU$&q;lM)8~28&u4l%x^3 z@eGu)uy~NSdBpS%Z}BEr;y7jo9rrJ21j9zCBS)CnlB#_4r{1o-ozPooq_}7;bJ%RBj!% zS+`BjN$sRE;grpZ24XcefE~S7?YYYu$&1uO=C;991Mx)z$2!egyXy$c2H&QBS5D7s zjlNKw1+jMf^2sI|7nlt|jp+bb^l547A2&X6;UodJ7CN=nK;)S9We%2rB8nvZe)GF= z4SrM*<$VKr?yp*V+U>?YK4_xSemu6P7FVPWDa)n9Z?JlWMMMHHyeiZvrn47sjf&DEp0BcPw1N}AF5w}H;--tmHET=U@4zR}SICQ;<@CHXC zu$zQ;h2e`gD8d?HriG&Z41-7lb0@$8d?mukB7VAG3pY=7c3veYJi5Uf!CV*KY8U zy}vj!{O&eXkbnGIkCON8h8;2FCi9L1nLhJ=(vFx~(!JE%(UVbMe?f>Oao5tl{1F!WwTBKTX`w(Q}8 zabM%X*h}Q8Cx_Z3pTra7yfM~RX=Z8)^z*~(`2OK=@$n=+`0OjDA5m5U4yg~f2*Bfy zpfEn~g$2cO#}!5B`nrc$Ummw8kjaKWAxTSaO`(_U;wQ;FIITTyr4G$x3MJu8zO6w; zEy{T(rAuB%f)sz7=ezh>l@1{pX*0+u0%A?K;&Fq$;u1uigho znpcw@5c~*67$BX9?qi0R;Mpeu`}^A$7t~#U0&*J1H#ien!C#0APAxv0Utd!nc|sQY zV->>h8F(&%{##Skj)i|n?uOj3Y>cTsl#3qbR*`=%8jzGjNE7mL_g%nq(vTh^%2 zfkz@aCRg6WD+B_UW$IyOS}vNq41dPf@X%Duy=F=wQ$0i>NTHBLyi72>d!|9FbU6oH zN_J<@wg+csz;RheQcLUJP2z_iWIL5U@$vp4iH%kJwdL}Bcu2Fxh6216fmUDRkVvKl zJ%Ts>D$MI2+!gSQN(W>xp|AYVyzk-Nvy!1K<9EOHTITQ?6EpJy2rLYNY=;!4ByT8F zIcfzYhg3BVE5#|~yY3V5iH{F+RiKvuk;%erfdbQfFI#qd(-pZ+F5`mphO(NPVlLid zW3e~{9JKU9cBav!4`k;7*v6gyY8GtWLEJ9jw5lwB21bRNkWLIN><}k1G2UJ3i0JtH z!MjC;Fjhw3iK-e>^AOv;?CimrQ3Ypb-ZR)F+=yf4so`1LJB227`H$(mOJQc-0w$US zUXWkD1YIyG=Ad#@pl8g6j9^)l9A<1%pJI7?#H;QPcRo+x%c`C#-81fJ%g8HQLiR=o z&TzM;yYOP_=F$dHWCxkHc&pw?V8=>(p`i*sJS&aM?_P@Ci&ayrtgc#c5<0UADhCKr zRSiUj8DLi3>{aJZRV)5E^P+5W{o<0pgle#7MT#6QH*?(AtH=S(Q`cl!feudHX z9-kEn5C_aHZu`FO%}xH&m)lnmbpSR#F`qucM$uCh;kQcBqNbJ)oWn3UPen9wew4mm z8nF9wRIi4WG1z%{2YTj4y=}23bwLe2o9Rw)%_AG;17)U7)4|wvitX@lT*QA8JZOw2 zk%&T&KLY<1rHDMemG}5<$X(2cwCN?DJZkO^6*H#Z?9QyOCv8&ffF+(p?}Y%kqYzjE z1NSnBq|d?IfaY7A_$yu3u0Ic@BHZ3gwkweDIU5G`e|@d+W9x5vMRssqJ#FYi0iTj3 z>FlAESCSh1!!15!lKbeS{8r~9E2}RIMl{%R>auUZqzP6p*;PcgFNKQ@@OtWf{#vAu zZvCnMbQzM)_1@5gKf|0iUECYhZJH8%Zj=cF#Hqi=6}_~uvNDF1oZLYs>2S(5LG{E2P(RvQkzMWE3td_$;ymqhr|cRtfMNKZR{dP8a&K@2PM8KfKKc+ zBCBCIt0v^I3yD+^FxchXf<+<|Saks}8M#102~2x!2wODbA^R{~Gmq`#AeO<|Z`LLj zXYfqMpm(xLbMaxqQV-}n8~<2G;>1GFvS*H0Lctl?1oUL~e$E4e?2(tvM+3tNF$w zwOkN28lIp3PJ#xu?gd;nHT!)%Usn$g{Nuxs-uQqfp{Z8778q&7Wib3FDm5}#O@W$T zl8erE6==lj@F z)e@BPBaqZ-sh8xj(>ZOeu2O|Hq-Y6Id@+bjh6Z4HIr0tsglm+Kf=_8A6I|MU!_Kul zW1KHW=>$Frr}YDtSuMF_`tb5)!bPHii~$nt^6cuk*F*PG;_k(WV0@6uC>tagHsv5m z(Bn*r*Y~+s(;>-3c%Kmag*%-*9Z4YX&^OSL_VPFH;H>dLjez0|hyv_`w!%I(+`NCy z{LlWUOne4f_1hBY1D2|%n){~R9rH>`K-HL@|9~y0U~U`8!FT7lrE~=Q^)mUwUpuw} zkySi^$J!xo?fLWFJgoa5v@$begwzIz)fyfdc>+7jtgHu{)>Ddr-stM;GDUG1Mtq8V zDe1>cQJ@$i8-}l(5#&O7*_DNaM?0YW$B8FzVDE2D)$D;|Gx2ywp~`wo$_$x6XO{UmSH8+)|SJ!b$q{RTT%T za7gdQ_^_7l)6-h2%-0XE_K%a^{VZkFL4Tt{b{}uhAN#d2q0P9@K00cz4;6<0<4Fmc z_THqYlfO7`rSOK(tC|ixRR%A`JiNY^w>Yfzi$tSJB!!FhCbCm!3-wnfSRhR zGPpkL6$aC{Cf>(#`tJ>T4zJHVXux{5YJ5Y=mKeAVzoUgp(f+5glyrQ?4IX?2qmz3V zkTN#oi95f#`gKaL)3pcY2d$MWfBuwv9J~e#hHL_C81J$`aR2Q+?@v&`s@-s$rKtRSrN5i>DKR=t z$;N|J*XA~>?hMbLhfjF>&vhb*KCFtl->#W?)6o?Cp0;I4{U!d*K%5`ER!mDa%~;-Y za+|zw`UB^-ua*TM)e1tUC20IAOm`!`n9A<}vmjPX)7E-})=l?v>Gz-gCaD3kLT_-Z zodQpg^d{DKP0subqq4=layky!ifSexiUYUNef`;ZESkP#P*Wx9JV1Z+zx40wBc`pr z6FMe|TjF4;N`tR5u#sg>7*OZ=E|0mbre2DVG(DQq@50X%`%X)>c;y{w50&rnvQoO5JZfIcgc6oqa5A$^T^3 zhpM42FU*{0vcfv{=Wl2ol29>jXKqb*5VDdCyy*y8-&y3khlD*KCet8(%5@@z5)HjI zL?qGS87as7AA!=vSu@4@_>R#VKvEj_4yQgE(*sCoFOahQd&Lo?2mb}?7%oY{^f0q` zwB^zuxZkH|s%a};KypTI+qh-KS9R`>a4%j^VPmh|r0IJQ!RQh(;20~e58Wh0C(FxE z!TgFOlVTX_h!yRMfN32NoZQBpcxzrj@Ae_NtHXx2W(f>3Os`ixeY40=CZ4S-OH>xz z$xKk3KJq&0P`8U-c7658M7Y7+j4?IsoDk$L^@7Ahugee-rh1m)QR*W==!Qn7ThF#H z{KIiEQgn4c-nu8jLkdZ=m#x)Wiu>s17WwqtB}^_(>f#p$$?)^uC9(#MK$G)<7|-5DGDV)`%@L~{kSnpKiF%|EAAV10A_+biHcG4-|#27FYA($KC4ucd)~~N?ERCa+xoKOg*xB8YX$USV{uZr zRFh8~9Igdcgh5^hSZo}5nX!H1AASDvg}+qLk2Qy-+nZT+^b!Ye(V|)TlE_)jZ`m8e z!k(3lX~H*|xJ$QyI+O%n()T2xn+MVy_iiFt>ssLbADk((atG;ZWKq2F+*dOKPp8jO zku5^5uPl9@zyNN!3Qj{!bp+d1xi_s^6qyYCwu`6^PHg&$iP(~r-S>pea46{X|a z17<$9C-G9jDv+d#N|X~NoWMCLbORVsx(zO6U}Pk^)pXQNu;^u6Gj+Dr;_mK_Pj0UW z$VH$8jR>VuTGLU!dL_H>Xa~6}NX0xg%}KaLTAW@o&m6y8hx9kk!7ttN zK}2){?^U6gi#T`mgjPVO3_PV@x?34@Z`0Wzu z?4ZAAhjuMuN)gU0I$pBTiRYFAkm@D7ayvHXIP85Ir_@M0y|Kdk+k23JS$ z-~;F##(i}40=2$;_~7hCEhZ{(wj&!t2F+(P+g#fRE&nuCIA4TBXh`cMrJ#Nta^c=N z?T;664cM@MeewJ^^*ezA55@rk0)l?+MIl0Ld(f*4kB$-zUv5_P)gT$F{0ETjc83cC(!2F zHdQhq3L3-6+qqOpLS6|%m(DcN&C^ZUIP-do&V|#tTPuw z&WmdkDhakQE=2REZ|E4DdUc$o@0b)f``qzp((_|^Ct&HpzTm?bZ|gh%76U*^kd1V_d6h=r$fvuy zx6=YDKR{CyP>I1v)09!QO6aRyFRv}(A0F*qkZel5Uhll#(w$DFQfavOeXN`I_ zq~qmGNyoN)NOafmEneDmIQQQgOeyr7AIDdvf#|dblo`{Cl-Le$5Y(Iirg3kW54r#! zICO619z!lTREb|^_rU`a9Z<^1|9PjRz@c#=*HT<$JU2hRO81$z(TB|e7eAF7S)4H+ zq9r*zhGTAE}sw zc>KSbWeusb+)#IU|DLm9Ueqb6U)_h2{%i0Uv3uT$mY(kt4q$8axloStfi(NG7aAJM zeVG6Zq8D7u5UsEdU{=A{C?+zJ!@$U_W~%OZG2~1k^=J7O(hKo}KU}4&v*E}oMvr57 zz6VNuUhaG5<53ie!QmGbIhiz8$v3LWN;`c0bDe2KXC$JdiJ?&p3JHOT>@IarZsPOKryuVZ0(W2%;e+)q}Ky^vB>FamRG6KjX>)vk;)|o(bs1; z^{Uoh_%h_WlxAG?i?+L!*;EEhY*N-5HuE5>O$nh8s)X|Zoxuks|TyU+2AqVhX zD9_Z7|EqgAo%GY*qH`7}$eF&F1|OD{2`AkFZCh6Ab^|^De&CffJ#!i7NYHT(f*KcD4tUaO{kIW;%r+RRjR-Ia(zaKVd%L@uuu}`zN|Yi!T=&M$qpxLUN~1ExLUnuN z-Xwp|wP-idmy}$RbMdsS-6E@j6^)3_C-TVT(+Y>h9N5SslrS2~Tb~vm&<+?@Oe}8# zq_YK}H$+{{=IB0PY$1_N58*y=J%x3Qo%Xp)DHB)Xg&v;JwKa1EsS#xoTT8OZF&79j zYxZa(nuaD0!FcBT@WP}dLA-P0#tr;iG|g}91VSPF6hs!}f)4M%8XuAouY3>x3O5En z@SZN-{|wQ*`Lca)V?KQer%ymtNb z4H--ttjJli~|yhsPp{w3O@o}N0#etEb=N6AOvZ7L6sGIaCDCsmnX z;jF2t{ajDI9n77uHV57sN(K(*DA_`$>o>@8bK5NIK&~d>ZFg`y{e_9dBZ7h!K;WIr zxm^eGq;o!JTaWh0gkk=He$)=0I?~@oFKZY?M96)8eeET%{HQTqFDgD@hdD)v*4eht zz2+jgTP`mb5)t*u^Fw*CDmpG@&-4v;NZe%7(a~w`x(`lr(|kwE<8~{3DJMG}RESH# z1GU~00|@2lgImKGUPz7UXZO>_OMn$+^?MOKd59Uluh+hklecF^GB+yumddsF1y{Ph zj_SFC<$r$3j@_c{nR*uY5AIb^>VY5ixdjNv!0-h~FNg%~0KK^^cq;I+hGEABgM4A| zivk&xihqZPUtG6m!P+c1vBGqSh6C@-&9bs&QSYShekk3F$;&;76@(E!nEnMUGxY(H zACp@_(@X-^AJ$4LJ|%Soj_JfiM4UkX!Ckfd=nI_b{>J!rs(B9V#Y#v@0`risG7H}d zFg-I<=T?SIT!XP)@shbR;TH49yHwfKV#(OnSpI>yW(z-`VdCJl zO-yJdQ^UpmPGR4F_zJP3k7w661!p7h2?boH6LiB^I5LF`QvQ!%K8Rvppjtu?UE8bNoe^>nosl1# zVrXV2tzyp!IiA$0lNe|N%mN7zG$SuXODpXBou4yk=%0VavlbvB~|4pF^A-df;mjgzaqYmg{#~SGyVQ9;+}vVHJG|Beum3}_qWzl z=uT)(PENwG2K>I(+Qw@j3D$ACj3vM$vHcEdk1^K{=ts(HG6^kaU#yY}2J4tv`Y)CR zop1c`<+Pg@N54(^kW>xt-IPSZ=q@yg4(4-u$sgr5tAtdG*#zniavXE)nLe60DPM$_ zyDFXHlFR%`;AA2Uww$^Gg@SyVC{p`xSxfU9|$nuXINnN? zg8)U`133xQUEXfU$H2UOyJPBQ4-E_QfC;CnXx@MIyusz2 zWhGruV74jLY|F;#nwpN$(W;5{Ibh3S>EAw#i;9X0Xxre?(VlCr6%cNKn0>?T4%>~4 z#6vz0l*(4w|K76~$;rvN1Kp+d5u!0oCY&ZFD|t*|)co6oq_X#Ucs}N&>URRLYd)A6 zkWem^0Z@im}i|ffXU2_f?zdWzb8ROV{9(&%rjk;WS z;-)!e$Hs-YZdqAbJz2u`8`#|3+R7WT5On8?7D$ORvSojdL;3^`xu~DU%PYU5bo9bo z(x@0>^4hB{*48TXU#U8=h>2xpW!8c&0%l+BFm(UCKTqzC$=$^ExuR$);&ocPkK67H zAK`VQP2b?kojZ3#pwr`x2&m$HS!2`0_}4WvD+_XyDksQyz#q#P2%_G}LGk~d{N+bl z?%D4>-Lah*3ydn0ZW0ow(1?jeHx7~4AFX~nwxET1ogWhmD{t`Li~s%yzWZ-{2tero z!U@NO{R8;;I6?4vwQ zhMxYnHW?Um>sn@g{rXjSRtnI8WFhBZKR*<>vj6`5GXM{K(=7iaFhwGV|F-<+Pv)Sx zoueZy9o@V1^mMTUa?n14rR{r2QLuE>@^p6}gmzBI^=~L7j#11|RcZHj#W2ds%Rk8) zod5e*F-I|Fb+W2p)!8#X^5^g4MU%SU zHgw%bb0IcTA#s9lK2&Y}a*PeHP`U{1CDcL*W&bg>1;5h++? z8X6C8p+g@D>jE7e9f6gVJcJH{+4S_l?t$9p-_a39dgW&{NS*?nPVahAZmzg3haJRX z>gejoC_Vd;nTu9TW?js+I;f#$_{x?AcNxd#R{C55O->%0USsEH*%+`^Oh-j3F_?zQnJhTNpGdQB%pSC@!XyHo4V*E)i_me$K{i%u$Vb@xw zJc_^Hy}Lr8cW6bCw4Gm*!Dk}K|1@jgk3LWV4w#K@Wm@h?C@?H|ZA||K5g|W3g{Hs3 z@uF}rrlqp-BP>(LLn%Q*tt$>-wJZ@NNFb1RIB4Xlk%^{5G!}^51(+Ptuy!koI-Ncs z&0&*56cqHG6qXxcw~4sU^g(1ftm3C^R9Q_#L&M4eOY-$ls+W(1Jr5s(UBp|h6Zm;y z{+9~l3X}Q)oeQE(08huNF*8fcXPTNMN@5p0utC$rYVCBgYcf`>`xCxsP((zD<0BXk z5epG$o=Fcl_HM(mS(Q46aC3kj@pijx&-Nk|7WkX?j%hFvB3abPf(vA;^E@Miu6GYS zzCJ;)N}g2dj)$nIsL08348$vtxVjz*J6x_i2_aN^we=Jn!zBl{H^sqG$l&WWSR-OK z?Mn{I&Nj)Kvjo5DWHH~_La&*6XI{TOV95|?JMbBPuJZHteRv~4txk`))DQO|dqAKx z*7x*YTKyz;4s`^XdrW_W+}Q+j>lUX*FYpX7Dal&lu~nbIy~n z7Io-2oPI8uX0VqXbs8Y++8Uu^Ff+D}M$qNfhA%hKv z1rtSiMvw!Z<$wR|aH&M)pFamtN@Yf6;YW3!BDeiP>7bw>3%fCFKon4foW%8%-@Np> zZX-v3?_T0LC6!XnY*SfvwbUyPJV@UYH=tg5Wfa+ETnTp))Wb{bf8KvHf8su4eqT0P zMqVy6GZRHYjVPytE_1B5oSi*YP?WV`d;HDMlN(G$g^|V%_6D|g!cysG#>O1rKV30b zj~I40%thef zq}d(K#MUfsa-xMD!mg50l>ThI_!jwK#5aF2BREkO&oq%!KWC=mx>KxN8$3NDt6TSJ zX)R}LU>Y31^#0Rx4-$f_@5!eu^?&fpsd=OJP{18mE>Za-*z zAt(&geBh2KsRi$hHO1SwPoI#?bL2@y_h0z30nFkaXx|Zj3%+za_yvX5)VOBN@e2z# zjJ+bn!&6>50AZ;cSXT7>L2HcCE;0qFnbkyj0BB%#*K*SI$e0}qpgy}p;4!Em6~d@Z zy;pj{flhy{Q0oW0Ajjh^m!r8D1~5}rRrem;ep;o?id;XK0}CrCvj#gs+96;!e+|(S zKrgR=O>(v4gG2#sH=nUVlEbVsy!Oc2^9i&?Zh+f@q;S?+*q2_`2uSTl*xZ9f?KvlJ zunT}6Tfku%6Vbv!WJ^BpyiOXBwdIh}Qn5Q)prL=}>gFZ@TMce0Z~uy2qU*W;CPF?W zaR2gP!j-Z?DdIL@HKJ^dPe1@?GY<my@*m$HM5lq*gzWp{^y`k*4 zsw<^6)3(bWHkw*pkH0+483nR&_29E@#OQWVaBH`F3ufp&zBas2O6 zUusb6vpnOEImGNWR+sXW(~@bV%DE(GUqEpz-qH&Pk+bML{y8* zR(tlo(-=KtO!7x1yPWl?ev7<3@*n|;G|?tOOCCsB?Cj}zQmkypaZU|u7~es&5JPu| zidY&JaIkiEo;=mhlv`0Ks75_edyr*o!d1=3_nDCJ-%>W(?D|yvR=~-}*w`R{?-VlM z?djLonxLxMFSSP{CTeAQO;%cX8LCD<`9CcHymzkNo|}_ZAr`}55}iW}#eDa43TozBzZ+uP{8sLR>2{>%qpdli?@PPno)5FaP-aq5kAE3C^ zyKeVE)2F1Vsaa725nzFd5Q6~2RoLud#Mj^OJpHP7W&v4>_2I=!AkQF#h9R1c_jLoj zoQ_b-knCu4^HtWZACR8W*BV5?{P3aGb296h`dA< z{xv7(d;PKs3MMc%F~x>8(1AHVH!N5vCJPMaZUOd)Z2N-%43CV@>T7p*zE=NjDDp_i z0POB0ReA$N5%K7d1YjgYE7N<3IuB3i;;4pxn>i1k`31|fmQ-eJhYcole?3L;P*y$cM?8hyPsn}yM=r}s{v zo}OTYQ7!Ll%2t4w7sT9s0rh!@U#YyZ5n#y$@TE zQ;TTTxvrBi_Sb|K0TIPhJs(O6A*Zi{gHcd*Rf&kuZrrf{H$Y>|buXGu1@dWuauM_p ziB-SkR?${Jf|0zunXCa#ML&sb3>+*Rkh18Y=S|jWs~K9%Kw0k z&2)ct5Lps|=n?*@%O)_JYJ@;{g;_mF`T?0w^VOv%gr1Ik7D6T&Fle8d55MaSOLX)P zABMsu-h-cJ?zt{_0wC8Mj!8a`Dd1#wx>-s}9e#JC+d|9Q2H?%7eIH-sGr&WC4k&1^ zix0GcTp*LzelgBJ2Cb|NJgRUG3J43smje{oU~MQnY_=F;b`UlmzVK{W<&lH}zv(Gx zLGi=x^JtozGnKHv?AH5j_c6}F>L7MmyYg$ha?o>{A6>Z;G~5|1Md=c(hLz>0{*=$M z&=d6{s`UKjv)VtZ%9Q5^U+~M1(_ntTfba4QX%CPiqW0#X)86|<6k6KStV-$I^@m%} zw6saD?jAH)gA1A5H^MTi&9Q2n)Nxx(03NJXDlzj z$^<-!J3r?(HhrI^`T$H(-Q3(Flak~bs;xP7ar_wdWa;?W($u$d^lql2cE-weQ=p#o zR)2V`-YoyGh*HhkEK-J@otW{PS~Ojv$&1%u(Gjx_8r_~G-VkWzNq>L)_RVUp`Jy=O z{xbAjCVk0*rW1omx;^wzOj1nJhsQ-^^$AfH}3y@|KF%BX9W~HyMe|oeX5fX9};J7DG zo{R|If0_M!2jLDu|HHp};dAnv7+S8m`9UJN?D8?5b&sahL~b(&c&bb-0s-sbFzZW3 z---_iXj2%Dv#ioi1>6|iwV~;1{C#l-UExdHe~ra1`PMCvp8E}IH0h&qSD5%%)PUiSs5se42NU$+Hi`26C(7A#;`lwb1Y|eLsoON}&ZckxO36g99 ztmJv%rZ-+D2z45&^_z8f@gLv6e+Un6UaJo-aCDrt;yH$8AFP`q!?(__JGp!wTFN4pflK|0-j4JTYpHw5dTw! ziEz>I1NC_ql-j7MsLfwx{`x*AHxw-Rviz+zM<$Z4FOiqkaFkkwq*gNVGBl-v3A15L zRF^U_F=5r5!J@XR3}D1CY1;1k+(1JsHQUyMA>qCMCt6%qZM~PKCgW7X4F(TCw)hv~ z$8@#U6vjpM9^$gPU7n2pvvXXEA-Xd75_7Y9Ox-lE zj>;GYN{A#L^RykpgPlA<$3F=Q7{9l+kQ@}Ca_b7F765TJ08<^)mT#uLNo}BFX*+_@ zIX^r79l!-kD?i|NIQl;VkoiVmdGyEh*OY@CXjGuap|8#fo*RQzyt8)R7 zkrPf^lSF`qa#92%CnGh=>Nxm{tWUOhdwCr%$0&i1!t*dfm)BKEuCwlepx93zyS4|% zoP@giT^J`0nl->?OG)&^xask0cxY4I|J;KpMNDk$?_FIGF)j(^4Ag{6VA%-kf867T zmQbA)l5EdCz?b;ouLks*3EXD5P)!-AspqxDdB9ZxptcI=GTHQ-t*TS#WJUIRxX~~$ z_#b#Lhq39@DlZ9KM?#%DC_O`=3NEg#1wGG0b|pGHWsr#thB}QE84mzGpl)`<=}LC~ zl?ie+;N=**C$bH%A2Mvg07XMheeLGWo3MKn&!)Th^(`tQ_MxJ2_de}d(PM8hHCGVK9&$&Q_X)pK+wiV(+M+rk6a=C0yeQpx7ErTbE zGh6)6-}12W3-dcSxY3J@qoRjBQPFvNJKw!wR?6WMxqAC;o9#Wij_%Iz*`X<2{bTWX*>E%Ju8l zy)I8yz;`EK>RL6-wvdMwi{#f1i=DZ*zUl<0BH&jf|5OVkT}pugj$?? zpiMin-5xjs3VAS1T3T43A(b}&$4hOqsTuv7%ZWDdK5zM6z-SwqSF$eBRWu0D~Z4w6j_Z1vZ z_wi^jUEe^iF$_f3Q`Kd#%`pA&!M*X(B{!j^}Aqy=6f*%nttEZoLkX?fj`F}7UztmFf28$v3FIl$@U12)ClH8$QFHQ?vx^%dg2U#kN{ z&AtnMyE6wCD>vX!&nOdl^k{9Sgx|#7vee~@g(2_nw$MF%zPlzQ2W_2Q^es#TF`SU2 z`jar0$S8wJ%23xk;w~Y6D{YF@9ddGccxx;s%CnER7?Fm>*}FsTXcf&7`hKU)UxS56 z!)-O&Sl73OjOx%4e-es^&qY8<8J?44ma>5a*&sYo6&s*!6hM&Vxz0&SN(#c_LD5e_ z>>CIT4ND*T>k1i+viM?`$F%H?|4_h`RNQ%>y!xw+goH%V+lmbk?+7`sx5lz)^u*QG z*8WSoIuC?~ex@?~w%B49FxZ!2yZ{nPSxF3KJ2>S-!C02FkddW5$hK^Pr$r!0zkP<63Qb0 z6kxMo$`_ys^&%1>D9?uTpmJ|^Y`Tx?kX_W}x~ifyXNlOI5= z10TpdsYaU8id|qN#y?-=)#ICymzt1opTFvgKIqL<`ZfLz=AgN+@F(O~EeMm*W+ zFeQe;^X>lq`$%`#;PUr#SWGw;4W9_Uk%FZ(D}Td-<&Qtgi-fqWP|8#vtm4Oun@3RY zJJ@|)UmwHg5Zon<(f3Kb(JQd^UMiJ=y^{GILH?g-aykoFoV z(r;;&`tpTMw|-<&tGxLv0q*lIj6kDIHDzTBaAKN(T-5bo1z7ic0MqcZ_=0zr8)zKb zu>PayYJjqJce5f<4;DZ7qH32g44VD?C0&5Z(p@Nk{)8#piRna0g&2@pc_T64EC7gP?#8k-qR=x}&>tGXQXB%NRHPx`G;Qc^-MH_dbH_UKyo zoZAwPkjp0Gab|j#Iy@}QWNWfYT$*RNmGm8t4Q+VGU(UY?G( z>;lg@H+1q6-ti58-Zvm!E1Ipm8VA^yj8Q2S@zAU4%eVyWCKd*UTG=K?IB}3x#nxjM zhL|%rr4py7rx_@yGETaTxh4UDUfLGp1BR-`<>l%?6{bOYnRe>-(kR0K4KznRl%W@nDeYoxk$J$YRov}F5oXsViG zf}TEEQBLCZ6uK}5MyUDVdO>M@AYL?- z`M{7g2S}s&crk^fjxA;oo;Q%vxq93neN zpFcT3U}~|e6D2UOu&TBKgbrbR6cj7QE6kMO&)CGZgQ7(z&lq40z(guce%`J44Wtbe zmt8P%FX$73UA&@>ml?{XP*~7!^q27aoV$qvUac)H?+Z>xu!!6;$ls(}@3a6K3#);8 zbhBmhu2osA2+00clM4tbiblre=Hew zjliIrUEFt-#QJn%w@3f$go@Hlje%w>qZKk@CY7#1=e5v_Q478Ea}o1}iRjO&taWvH z0)qZ2P4s2N?9rd%1AB(>Etj992nP=P8PD}l z%=!5%o3iaqV0(p8HHKM#D!s`0wT7&I#|5K@G;!+YbV2?eIQ>m~5vEsX2fMox1$7I0 zt#lc~xpjCNxSfv~ByFr^r&1j|`_A9eJT49;8I3E}^{_vYpJ&L!3$+iX0FD}R`p>_YSFz&Pw^L7^%7XAX3L7{^5 zA`$crNDB_?jG_tKK#)up_7%QBPFuScdlwf|;5B-a)MOB1@7?=5F#)=xz{Wu`&<=XZ z+yDmgI14j#p5y)r+{BlblfU1uj^xEmOwWhe|C@ijySv-dP0X$*4`W4=>dG_rrd9y7 zd%H_?>b?W^{z)|_EDYymwUveHzw^l;ws>%RoEw>VYy`d5fsOBS=N)+Rd%9Qp)B54* zN!oXZeee#++mDRZQ^7?G&_goaIYfDn9uewdXJ4Q04*2V_xCT9tCj5vGONt;dAvQG<4Za|BY zsq)SPcC0`nkHoYTq=7Lo162>(g8P&|Ou|_@3DZz|! zVXzdvF0D>&WUUc#A%PLiedr42XIpRIsW~B`q$l9s0?2a%=sUWKhvg z54Sv@S@Qtj0|bi3##tB%XXdv9&{2HqBby^%v9mtI9;LwY^72ZW#s!n%bI>uD@D`o- zf_pU{8JVRz;`al@Qc|N5NG#CM&=M4^@hB-3!A`(`XygjaGh}Nneqq*tu2(s1T%m3Z z`-nYjPzHKl7{QVsdBy?99i5Qyp*SDgUm~1m$ME6l(N_T-Vl6fCrs1;|Gm*O2I>-agLKa9Og9TPIR;x`}z#$d%%;lbzE7^$S0Z#SU2C*Nn)<+{RlxB84#em|3;sj*9?uO4Ok$4HK;~P3zh!EZ@HqV0E zz-O*_{1QacW_%b+RHQLY8O^T{=NC`{*qof-IELBi1pfZiL;*=J@JL#YoR7OMp5C9< z<5wKE13nn)VwR8|*3s=)xu>eCgp7*G2pW(q>>1~mOs?(bzA)GPXmZi$6mTaq4hPv6 zPjw>j@~x~%FGT-N#IN#}dsODNqS6>*!AS-=9FeN6WPsdtft3(lVNc^?v2>l z5{t`sXzN>zNA&c52@4nuto^DsxoLfI5!I#kF;;Dy6>u}KAN?sOXccW&RVu!=Nd27g zrUW-QU!+$x@G1{33sqt>0#5_CDm>JR!r{|~&=j+==AQxraeS6| zkJ#BGF3xc0=l;qDJ5~&=@g#({Jv?n0^g2+W>-!td%g-VEi;TrR$C~UgIb<<G%wn%UPEAadL4zTsT$b}j2Jp+mJQ))qt8 z-`}R1eRvQ7Xo~FAXk5~{%WJvySD+fHxRb76XleNqMp;W;^(pd6-&%XN&4!||r0DRb zvh~+gFe$+3Y*XhWEG!HF?%e9u-~F<;>+@?fF5Y)+NrpF0JC#rmpqMhh`Xt|C0$o{!+djy#@P>Y|Y4XfA?4)zeYkBOBa@-z4T z7URx$ztktv9gE8@l5+N0L5t@)rw__8D=Sv&a4G&ND$w#X2EwF4nnDlfd446&W?@nB z1xM`lRK;-TOBavG>4cs3A3sn*r69B&1bmduT@i>UH-SR!>ikax!aM-_OS;jotD^(+ zcnN0e&Hwi{u$pKldck1N`T?62zzeTEwbv{{$mtQ>4v|^dkINx zZl0dwt9H=GYHTxcEX=Cu>Gi?DB;fXs8bl_`%ggD*8#}xEpRK1{+}u5p)jN?#B20}A z0cD93P8JK{u@XUYIZJ0BjYG9j1JF^4!f|C>s>52?>&QDoqq3Qn@nc`#m^0abyuRDA zjn?tAtdYtidaQZ$+sRzNb{RKwBo4ugYXVdS%bFdA0zaee>Z0Whf5vIn*Dr1^qNuu} z463RvY;P+C$OT9hw2k$JKY#hMTsOsB?KztwH2w^L2QAFBP#DS)3meOX&FV3r^1tBQ z*^%uu*~-P`9ABQ0xG#`Qu&5C8 zw%CVQDSxcU;xl6#2LQVTP45{{@<88KxKm$zSnIZPA21Z)Qb(9v9UWi6iKwvt*&_!c zfDzZ)3dJ%2j=8D>Z+`pmj~ncr)(cj&ok4hoT;^lI!&@H z&OHVGs^a=dkU|=9CH^%hlZ|%j@IO>|q>;oeF#WOKM&8n$k%#XM+ccF;vg3Yx;Nvlxn^Xb*{9;T20*vh#d&FIB}7DWIwAM=5!UJ$j%16dX0`d- zf)t7(U7dv0xzw!K2VA#2c7={X$YJ2~GT)hQQS8KaIYyl!60wNuPC`fmgbV*8sbV`?`3JORH zNQxjJ(%s$NNSBm=v@{a`d%fqpXTJGnwlf>XVbA8b*7Mx=l{9liTf5(u>vlPKTTq8m zU+KUSJ!ruJm<@2H*kNICni{b{^Iw_xln$Pt*^@TGXRWtERwD_>9Ls$IeNu&29`h?N z%D=bj2i6c9a@}nXCm9I>d5(&%O7r;xgVz53udw{h{;l5u3gm&l``b5-BD%U|0I_{j zQHRN-C%(j-*PH$e#*kE3pENBu<9mOM4r#u9tYkN(;ki9u%h^|^Y|UqfOPlfR@L}N) z5p@k2cT`5Yzh}UB6j~xx_FpYPkmdTa^i|Eg?aG=70j3YmEYFR)^3wq~AngHl@0;qG zo=yY;U~aT&A1Hemyi5oL>|k@13Maq+A0gQPjCTvqsU=h9MP0s6=UAKA8FPLo2YDEj z+w`Etfm4BV?vma6|)L2ydm3QTQq%EX~q{Qxx#P}+7nB(txao{qa* za;+9wcJt~^JM14FnZe(!$Yb<4SfgUHxSIlpbP*`ZtPAYCG8t$7A%@icuYx`AP%!MB z92P$9h1>J}<$&P}I-_#)@;-H$_`iR@u(I;L#uEd;NpVR3FB%#;37}}zP#4AUNVd7*9o%4V3r>|O)>j>%PX#_d471B7dt{j<2~2AqA}PA zd0t+Fxii~!2 zvom`t#+wD_UijqXl~gS)-I2Y$y=a#+StlSlIT;1Qj9|Km{~P%Ig+GJrM$`p`G7To^@0S@NAEJ9!;7UvEv)fu-?RZ*H z>o{Jj2Oai6ZYU6&`liLj#cB6!Budr72mrx4qfg-Tug{rUbIr-|69uvg%pa9iRTp$H zx8EIyAW}$MQ7$oK!to~=$&i$i3YM%22Z`by@V~4(?;q?kF*P~S zb_}`~VUDxSw*_W2hSfNG)x^cY;Tzz==SuovUdMLJ@X8AEz3slN6OB|#H+dufp{oP0 zYw>r5zMiAvptY5Y)zQs{>BvRzvXU5@d-!#U5*QyNdUB*v@+beuf4RDC;vp!csNQKh zx}QwJY<*Y5j-Lht<0oD_u8#HxHh#4DA^-IJ<|0`?QKn~{>31dF#;tektXV#0J-+oV zzAui|Z^e#zNwx^(dj6TDon2mZCvzEf*)omocAkT?!*z^DsD3do=CnV41SugGCgkW` z1D>O;pvGrqufyCPoQ#l1GM8d01sYqx`BtDKv2k+p{dYSi5dFvZ<}#>BNR-miH|JH} zvaTYnx-}_DOU-`y#1v5;B+4~i% zvo8U*L|8(zq)Hgw+hO9iuVwOl`+qkBU2!U2{@G>)wI>G!620SZ00(^WmJCa#Kk$E5h(pDWC zVnKT`%7;4-_A+1)5V~C_TNs=OKp9Bdjn{j7mLOtJKn;NC#(O~iZPFP~-1ZHSpQfl} zwMx(aL-J>nYMh(e+TJTl;>|G%vfOy=dL?P%N&qGmNv7D5I#0LZVHMDWEr9fhGKwmy zONst7Pi2kM3pNK9R`iNrM{8l?L$rO^1_9+06PaBCWC~tx+|JiuZOq)20FK%(s;FYr zn5|3GQ;5*m-29qNWd82oMxHNZIa2XE{8oLwSgNeN6UO%`q^_Dq-v%DYqtK0Anz=5e2M0L=|P{~NQ%)!Lw{nE^ zB_<|{oH6eh%~U!Z{29dnDJkp_V48sx7W=(L32ZXHR?rlJUit?-Y?x$x_)?D_BYD6B zJuQ6fQDL%j)squ?i8%u0vI@D1em`U$K4SyH#|K!YUNPntUY8fSPAmVdMOhbX+w-+m zQAMOGWXwi%Weu-O=MPe$pnXb;4`O&6EE{!C!s^dW?|$7{_j^f-#|_pc@{*wb097w8 zU=7)a^{;`v2JroN{a*4hejLiavk62XBr z56NqB0Z?q;J^PUi4i9^A;0!cLH<1#ay> zWYm{`ZxRzp)-BhsnLK*Dg!Saj^&@QglH!cRl7ZnYC-bRN+df#Ip3pH$=&83wH2Hy! z0&HUrD}PPPmzNg>t!RvGYI(gyWfEOk?B9@WUGP&y9h+V)w0Jqu-BS-ZD%%bi_^#^D zlw1GxK7LnKt_|9o)XcyKWUj1^(ucKc=s~jj{K5pUl&r6v)2mocXM-JIaEv@HR%67s zdd+!awvGD1d;W9P7m<+0y}YvWDJe+-7-ztukuQ>yk#;yZx`OZ}fBfpcU#+FZ-kyijX@Vb< z!y=0-I>rU1HgWQ_KHO`k^_0nf*@=f?u&gMOWP1DWm*~M40U|hzfEod_K`IY(VsFTe zh_+uVTY(@9iXBL5>+87dDTh&g-Ls?^-WtH1(EfT=vC73aGzbGUX$%q(D5m_WX=Z5H z1Z-yS`RV@7AL}lltGnT;wJ6_&XL%XEs$Rif`R@WXqnAzJEzMViQN>5`I9WvCndG;^ zLUHvk1Mz)V=>k+YqPqM)KY#E=`-JjoPvhJi_G(Jg$w6XBbF(Z*>h6zw4N5yH!0Kw3 zT8N5@zMU+FMD$=#i7sqy&8An!GH8iG)P7Vs76!%=V6PlceSzfV@j9`OqRT<1VR1O z+1csgckC7gade}^A`M=rY=}0vpzcUJ>QCs$kBbONKU@wIAtt%NM6O>89PuC#MS|!R zE^A?&bKaiON`Lp@%^yV?5PE^&y}rHb>5a8xG}!xTy2Qcd!iae#SHOTaH9Zx1ykUEw zPTaq`JXmID07EGK=Z}!uK2>HNkep0G=I6J!HtAQi)M047A!D>S?vK4O0Fc4n;UP*2 zw69GR==B7=K8+KwLajE56uip%_Ea)& zx<6BCP_q)m^g^qWN5jsIW}c#}Vm+zvKwGbFKB)O(CH&qJ7z04w92FDey43)1#~r8r ztlp<>En_GZ^iQ?5Dq2xU1hO~RUah_>X}@__i<0TZ5swu^VRq)EwQdgU-cVSJy!@BW zuXUdJ-wAzjPS4JUeL+w2HQYpTr+Pfd-CE4y6e}Sw}wB5gs?TYq$z8c8ZX~Q zsqqa>RZ40GsqQ)sA)<}iLr1Tys##jx^vYub#L7~O2$&Yb#a49rFFbEM+07B))84tvEpf);2o&naU4M)kElm;pL_C;gKk|MRvB5x*9|W zDaYXNdwUR%m6uPr?DUUKXwED$56|@^HeSEU;=BXn#19CtlTiJSkTfXl5=+MuMYQP> zJWPgQ*E>332X~K=x!u6`;0ImW4digxH_ipj@~F!L+?q#}43BLSq8bHScV}uKb=2xL zz{MvJ3eg)=2MJY380lU47tH^QH&+&XrBhSKt#BioN}n$(D(NU1d7^#yi>$sZX;whP z_a|l)FQ&wFU#)a9E-!CmHCB&f_S;;LntL;Oq=|p+4m8)|ay`1U%tj=u!&`hH*ebb| zzK^jXfunaa5_s*5j3%}R2`hOGiksdT(8MFv({LgFTzf60k*D1Td-(M7#h;-xv^tN& zML;|`yTi%&+o5U}5!jRXF8o}N<9bC5Gm;T#Es@O8J~j^%I1vyn72nIxfMSDL2()o! zOuj(TY|Pe!M+1|PxLsrhgR-gw zx*|$Awv}e%Q(&)zPq#?fxN55N__evrHruB|PSF`GXHe&(M4)n1bN1 zerjwK0YqOu0Gq5;LOuoL&hS?kE-9nB;=nG-?|b^5NvNJP=Dvpd5G^lJO(d@4Pb;R2 z6;nPeiZDOFoA97`)R6-#@P(ADsI2Teq&pk9y-I^A`=rduh0z`R*GszrJc#H!i&7`8 zrFvsaM$x01c1M|BVGYZ%9RJ|f1C-g+iee*W0s>jQ$Xm&mGm%f5((=DoL_WAb)ZmSN zrwZNW^OusTql%vd_p=>`9M*)WWpDvGf=$;R`1E|;Dlyn9z}A|Po^sp!>m6Y^H!qH( z(jv`)vj5Y{@I|fzjPH*|L3V=xl*f--;FmkkC2Sy-UmZy zXPUi<+~FF@cUQaSusc6l>6!1p<|V$ebY7qO3_NjbhkE~bVW%PVQBc`P3mMT4KRs!Aj$>ulukEt}el{RQ{ zKjUI&KTWsu#CzW@{Z{m0iP}JlYq>k`6QxemXlwcOSi-fz;X4)0s=9Nh=wy$X?}aj+ z(;>ToPOUpDxTGxe(%Pu0sfh&KSsKp&%7q4Oxj-K@(z;fLx=iwnHfpb*f9Geywg0I5)T#^#0|sz3Op5$y?!w!8`t@k&!6#udhD0od{hDhSA_7g-UPKV)^-K;r^S=dT?R#Sc@m$kjNCLK{n9pLOi)AMHsE5550=NW#} z+tGVnf>I1!2iqTas_b9%DK<9c^Ud!6uEWk%75eBrdmL)~0(bVu3pbpa$kde9JoS+s z^bkpgk>QBL2h`Vh)S*Nc@y!Ex1riAe>7W)8BF7MPkI@=Y+*VAPi5l{FpkGM(HlUk8 zhe0VbpL}1~RyilZF4=^Z&~B|4262j$YiGdyW)>gO(n~#i&a9WWp-bmRQ>j2wTj!;D zG^U6Mk?I%=$!v`3w$qGAzfOU{KgQh4nC%;;Dru4r%l)2Tc&H(NPeKWar>;1tAbu!A_ zb<98kX>AQ^GrvzS8f3qxZ6&>^(|MHphvOedx3(D11#y<^O-Z6Zy7XA&_qE;;=E#4i z7WeX(Z~5&eaZT@}t26bsk1lutk;Kf7qy`W-0dd=7aQQb@(eqSn8sjs7p{zi~B072J zy1ZlAKgWbS&JeNLL6&v_7CwZa@d7f?BEfa$RpqQLk`)hDM$g@I49J8t0{R$w5w_Bg z_kyF7A%PMU+HoYdm2aUzVu@*fc(@s?@H)UjjaY_bS@hi51^Y&_Qg8`JK%an_O84Dz*{zy-~5zXxTA-+3|#axY(Htl0}cWr%vFo6cffIL0r(=^7;a?>B5 z9?P1i_%P;3e$bZkvYBp?j#9lo(uJZ*qmVY8AtA4r)nr={e8(XH1Jw_<9AqblN+xus zs%6}>-^WzkW&FpAwK2^#^A9&h`L-t_dj7=dOlY233pvj=mh@v(WtkF2%?fr|hBcA1 zee?G@LB*3)7qX>IDG36W7c#&XLKVI)o%aV2^I}8|b^cum;BlV7_+VVZBO$33?|Atd z`7Hxj&Q!O_#x^{nRqT!qUgEoRKL1{Ux?2|VNP*S+z4Tq~)OkxAo0O+T$tMaW!9ve+_@Lp}*+%|SazR}?NkIdsQk{0)1z@xOro|AQ@x2&=CS4NC3(uwL z%VHYaOhMJV6oZ)9e-N45p?7G7No7e3+vmK&;h zulQdSXou2tttGUdHCzh6(B%x+{(S%7mBY(Zuik@_ArQ&<_l&;Q4v3D%M;xJGG*;aB zbqa=ZaOWSeHtmD19!U*)xB9;u;x7C5EW`5JD}g4)f+!n}-47gG6o<-c6g2#E(%R8) zTbC`2Br$0P1!KP4!m}Jgb&Tp=rcGQ=wldSqKnWIon7ba$-@KWHMJY4LJ=$ByK=Q0w z0_T!xCbm2eCrPB*O6uz7U#7=MbDdXAt!=bc_>eZyI=Uq3lXou%myzfmm{52O1C_b?BMFyw0Fk9WCU2#$r3e16o!n-GCrG zh?SizwNwp=U4sr4K4DIp@3d{FS&usMq{S2-|;3YrigO%(HRLQD#()2pd9$YdneQgnjnBQLn`K` z`eznZ9+tky-=2)ZVCT=uI@7D%{ zy*YN#QIMv@f>0jR!?8Rh8c8>-x(?W+|C0jtsM?t1sBRYFlxy0*Hyj1wfD)A1}76@WmVoIjF)OMo-y zF(^JaoG$^RM0!-fCGg|W0lxSE*AU^4k;$UDjErKFu1I5Inmhmd8rz>?oC)CP`6RZ# zb1Nz(rQw$pmCBg8XY?#9{L+#jSCYu@AytR?Gh1?5Z^3ec2V7C|;<7igTY~yXjI7@$ zPmQsV2a9Qre4+`$uMzX|e^)1WXE@>;O~EOCKtoXE=PQ$4&gX%6l;>+OUH^FE?DrP- z)kGleeT>633&s&LO|$T26Sr-FL4ywx{yYQ!pYzrYNRbS*LLoKT4t}-ZM}XC6hu^LS z;9umG0Bk*KP8d>kk<0@~)}8V+@ozCi%pah-tKUBY;l}`Y+%J>HVE99<-9}(IDJ?H| zt(J$H2=JQEH|$>`qYtn@pQ59kr^XimFWpO=KmPzT&H_p7bd4J`?4lR#rZh5(W#jtP z%*;EUJL4^Pg?nKYLplZclPGTA(gfEv9Pg+7(>?$YAopl1)+Pgl%R#`%MueduoFO16 zLal;x$^B@6dBm;LB0r8ZCggqaiPiiJj(z9C@|SdRTOOQ;Me{4I;!{%{)KcSn<94)b zZpOtvlfnGyMDfSn9@TCxdrgmfEXlcZy}uS^f6PIRHRjA&<2yGt=5F^Nb6VX}kY2M$ zXdT%f$=r6a5sVTf|3Ewbk~QZ|Yjrzm;OTY;S(!Q7a|7MpUzfHo3h>cC`dGacc|*nz z^+8IF(BC{+Z~8sc^+o?UNLjyu8rSKWV|6Wg7n+)_`S_9 zes^Qj+Ge>dTXx%hSs9u&@7Ok6xc>dS4;JYyXTns-n}U{9@Kv|2IDX5b_qfrQkEpZ>8j?XTHIF?Hzc9t{l85Wk7$T7JB_3IBwh00Mv;GRbUinwQ;M=X6A zz~U_gt|^xQ8^vp|cp;A)6jeFkAuFhVa$x=j41G}E4RvQVvp!;4yfCT~XUl5sZ8f+RR9LSEiS1N@ZuEDzsQdWKAB}SvdtnvK@#yJoKjke)CG4jh!7qLy?~4 z)YQfFijf=*WiW9XoIcoRD}r z`X+*5JsIJ+{5xE(vSGeM%1*&2GxXKx{NJDP0t#Su&a~>3JOCyibV&l!#n%Hacn@G? zS%nJAUx13udnUs-K>58;K5e@Mc@RR6IxN}ZK>`1u61L>FP`PU_p@NX?#@dg6g&56l zQD46*ZqQnq{#Of7Ft<+Asw3UkYcgHv^hC2P0o|3KEA7*>va)DivPzSuzkB6aB)uNF z&$&`RWOTwQQ}>kK;qpIPtI03PdU2ay`r8!-uV<2@wa$I}RUQ@NteiSGz zurK^8!NC*kZi_>ulJGEY7>548jYDabyo zaI-r*+lXoc7vG;9&>6Ml3Usdkob{eA|wYnlV4{ z(ESp!3!IQfLiY4g@by4})Pm)_lRoka^tYOaf{K{c_tJ~YWRYFkw`rgg2XLJ*Z#WdPP6egPH zqN4jfe4DY9m)W$WA$lV%8_Yv4WqG98dk-NpNnUBx0gVH*SUmXo_sJhd+15=nwPbc8 z-`jpX+#r7Y-c8lf9nVsAr=2+IiQ>oIG#tGUA2C2M%zz4hoYcGxX?lp61<<-L!xzMm ztA?PL@XZVTX;wl^6*Aiho9GG4@#TG!?okI*B3Z|At65n8N z#A2Z~7N=F(FU~@Ue}4h(ClqNT91(O}^uR~Y^FvDbx89}aCNufsP*TgpW>wU2(zrvi zu>hV5ak>x>L4mA-ATNluKvOz-yIw96DF!ZnspRKhG%(;)ru@^K`p zF?k1_GSq_9X(Nq)6TZt4%|A+ewo5vtt#~&q*t~Fl;Ia<|iG*L1gwB2Y}M!(a-iyY;sz@chxva377ffQ^4WeDul1~=-!x4gZb zb@_1@q(ObVaw*LC-75IxO<@0kPY#iX3Kt{!f5z>Y?FO8Q8rpw&c&v&4;NAV@z02g) zP;+yBXGhF)QS_sk!qSccXGqNfE?ji7kiH|nfd1~9h(eb>!POxbc}*_Gw`!xsS9j1^ z2|`}iMO3@BSa9MQMk><;Nk@guGT@DgaK-OddGpj6a_Du~M6gIrQZgs2@ZM1vS9ZCb z#fOVCmePMeqxMnnPz;V#!aGt+Or>G`Wf8rIXifI@B3j%Yq4ec8xjkNzY4R|X1vFZZ zl&e;_JCHU#xB?!6GHlmjLLp79}4!?;bjD0h9Q1Yz!vGhj&&n;r_=& zQdVEDDzsXarCJhC&elM?f}LuG1NHRApC=R0jA_lh0stW_nrFDBZ!-8jf!YY`6>u#BLZmw0q`xG-o?d5{wqgT z3p-#R;;NiTYz}M>ik0$^&DH`b4<3@q$I#9W#j|ay&jlqQh2TdIRC-{q4`89*1Zaxy zRe0CxJ}YQo6a$p1!6$(*R|6B6H;`q+o^RMC3Gt(&eSJ;bqaOQhAiiraK`Ow6XwlfP z_jWof^+cg5f7;^^^C2{fuaVyfP()8o>F3JB6bAHyQ_s*nZ_v;t26FVQ@kK;jV`a79 z#fiMtC-gbLNV4~%|44y~?n<-f1}$r|h;ur+T(~XEGO2}2D!Y3S^k`B@it8npJk#4q`JS|c_F|OcH%F-=+rUneWn-p(6|*H z&j&|%`kDuX13*h#8|w({v<(h*0I$VDA_FP=MGY!zM;O`k`f;*6vk_R9!Hw4s59k1( z3UQDT2R8u33T6ntw*pleaGfiu!AwT5sU#ic)@|h1RDuVZpD`!Or3vK$3$*AV(pqqB zB870EdxQ>+dO=D{uEh1plE-lCu7LMs=^X~siLwVFI7kun&|nk>_Ph1WcQ4q01qvPz&<{D_p$<&U(vl7mnYIK^ptcoI9t-9) z$nZ)2sksVo?pEpCBU+#1(nm-dQoW*z>sNX0e}F|4x^8JBKLdUP9l$a|o2SK&f^m`N z+I)jBaE7bdIr*uOn9yNE&B&NHVhqwT{&lCQ$jD~Ih6N_qb|g)#*hJ=E+2LqAy``n) z0hqIatY>xk^D~Nk;0$Uwkwg4+uEQSqNVl_;VSq2}^xVK;niR8iTy^(08L*)DARq7> z_I=O?Exb1({mL!@t!VJGNChVl{8n})^=R>Om+qh6-ihwySVgWsK|C$J&*FN3drsX^3_WM^SpB^O@ z(mP#|XyG3U_+;Q!6$LE_l0GR`q@+~+^#?oav1^E|9L9s6KCN}!{DI|Yw?CMWpSnFb zx?7L4@%1KT6OkU9B56vXS*M1UWiUZPPRHYS)COsm#PC0YMCid5TJ&nsC>;s8-RQ`hnu*oa>rlwUdabUsNhDEk`wX5aIfmpBG@uV+&BqH}a61M1yADo#f7 zB1$K}GJ9F5IY{!9*KLLe0yuY1FF3e4i#!L&f9nbcIQ8?Q zm2@?4&q~*<%|3x>sTNnEfDLS6 zY)C-B=;&w?6A+=Xdagtu#YCFTt&-=)aV$K}T?ad{wE_%SoU^@jZ3JqMNblKuVt=Q82*Anmuq z8uQhFW=UYcA-I3@$Pz;9;rLD(?D+v2ZHn}c3Wgrgszn3Z;p&dQXwOrqofp^lJGqnz zxG5*dE^>rFH(m+yziXld-HGs&kaT1#$U_j;@vh*3QUF`ACIg(V$)$5{X7Kd?s3k=r zzfwf~PDYY1ZB0G>$oDHLI{LuxbK35TphIT_6(pThdr!gnAaU&i6Nxp3fI`I#lxNHB?e{o{WUOC3 znl?-0s7GV{*gI(Gvxp}kt-=Na&=21RADTyxjoIQSz-C+IP*kg?rNHxT|6t>HnyIc} zF|J>3vGe!$S5@?ZLz$@?xC3=$9gp>xo?U&ARLGd3|NEf=#c)+Y(h5<%RY>F>c`TfqnfZi9CN;GfxKAq$v( zcD|r=JE;6yAOIY2D$y=HJ?4epho;|s=cn=J{bx?KE*mfOeNIj1UauzE^~Q19Ot2u4 zIiOkXk$9lz+*>;`1bca$kT)MpH)L1k@qOojXD4OuHz@@FHS6W zGuKML>r+g%iG7?Eu?ayLnP8ph4v#FWi5qUehEC3{ZF)b{v`mdpOs(QW*GG2Tu||?% z=}Q53a??)^CmbAP@2sXr%(bKal|S)Jk+zc9hk) zJL471VFYNw243;B0r%Z*_&e5o^ZhP5^X7LRCdu+@Uj1}i0F@+4@V96I@$0^WxZ_2#d_M<7Go?A(ZtJ*n#4z@2#3 zi?!3xff0S)9&6f0KEX>U_?Y2$Ict&uw;$X6%WP?$Q5FcHnI%c!Rhn-cYjx)$!t5-T z*V7{dm`Nsb*F(TP_XT!rY*aLklwH*Ki?_^g`rp1uW(-xJX&2wWM59RQWCO4l)?60* z#%osDIWn?}O*lg&H0Vxh_zpqwq>Ph+`4yZQNE}yjZbU?c2(-vTcO0}`l^)9%WMx4g z+t;#ZiO|A|%o2awN$d(?+_2L<`r_2T0K9@BSdc|@PJQaQkM9nx9sbj<_u_>jMP9`p z`*G&uNX0E=F)8Z)Lgu_(>Jg66n(ZpI5iFE5f9{_l}E-v%GGi_9~95+{6VQ1(DWq{$}2{){t>k}PhBS{M zvPnIk*%P|rr~Mnpv3*VX#oE_b>4g(5gfg`4FDX_1s8>GULPODl5(Sw2BtDtq`@Mx+ z#$LVZLiNa9+gVBD0rCmP7xI!f)fE(SEiEWt_1mCg6N^LU7X*ezYp4}MU#Dys>2;Zh zwCx{93ce9Wm+StOeBZlyPfdO6c$D} z?UIldf#^~p=HdD6fQG8WUIpMfUQzUK zV9Zv#7z3XrEG^0LA3a|EEX*A|R$Qq+e)tq@O>jLh5>yfo%2;%)5+`;O<>@&Qu)Q;X zNnMwUMQ9RauSq?z*-EAaCt4UsfC$=ir51`YWfw9Hk+jL2dqc#OW*y`-=+0!-?ZlIM zcqv_Jkv1CAB_#G}oMGkuN}NfTSp;lGAv9QP@2z)4Lq7V$@~+}SDuk7z+-$2H$dbL8 zj~zj5+DP(q4cEBQ%*uKuO&Yg}I?s(n9BBn|7UGiM>K(g>0fcK+UAHe#6)x#)4O!7^*w>U@CkhB&aGo{2^# zuFtGih$7)PnwD6{oAT-K%elw)hbYVA_anKv#AUSbSD)Kce#66*Ip3bu{gU?2cjK~4 zNZ4=Dx=^b*GocmL{JHeWhb3iB4;!uCk&^J?lEm0T`u$bzD0lYX^rZ#22Cj2xW%L`R zW@ZM0qGxWd{Qi1*;^4~CvB01S`bzcF*XvnV9gyD(g*5>%3h^AjV4HRLROue3Vg3kR zU0p)d`S0;^W{+f9k4W{!1jjb6{VE50_-hvewbIBZU8QTp`EeGThlh}lZhCw~MpHeT zE+HQAr01vX%dUYR^etUO&9CBI$f9UU25c73b$lg~g}iy}7R4bmXprE<#(_t(#0*PH zR(9~`wc>|v;C!H>Wqbd#AT$pNZ8!w6N5kcX9fT^dB=+G`2uSPd&JcOeIqR9j<$+)p zAh>{pw066^d8proS=0eE$1Lu^ofd(e?3LIk8CjT$F;W>EFC2f$^yVc zs|4eJ&>tfkqqPB7i`5Sx=T<-}AWR*tIE%}OG#B1iri}{O{s$0q(=dX(s zsmqSlKfBU$3yOO3MFsJa!NETNsn5)KFhvx}8}pum$WWm4FhRA#vHg{MC+?a@(twnI z+s6{cwDR(p-x;*z?z^H;CK!Z{?yr8IleFEcL|Gk=lKwhoCt=8opQ#=ewhOf<&wh?2 z67l{FeOOT!?S5G&j*Xe%AokBJ`-yRDVL2+P=?a_FtJ(0H+;mIl>C(U-X7@*!EAGER z>3LO4evYDTwkpcB5qIw#t{?O1w-<5S4Sp%-TbBRSB$`~eY__jvcTQ|tP))Ritp9*Y z0)xmSx6-2itvc7DYmJ1cmx8$XE#vm2p6ta#-I3SwpL5+$8Vs~glew`rtypkA1~%f} z6ZMusXaDj1v8&Vdmf?}E!pXpBlY|zkOC5bhLwSyyzTQvoagkK#tDa7x0=~8$l{`-_ z5KxZ#%%P|V5s01)8q!-kFRIkL_R0M^wqC3DktZI2BGa?w)%`!hm!hhwctQoorRZm0 z>9ezu)M*6AhhMB_od+kB3_UKj1$3+u&ho15>WzBNJkaTF@Oxc)v?nHi>{wcWP1^`k zQaXBTAb9LGDCiY8z9s(0dSaubr`K1I!Od>lJEgd~!IwLUBP03^MdxEkh8RmG-W^N- z1eaQUEQJvVtO{0>;BM?336n`Y|B~K?3;wLh>OlR;7e)+huEFm_V+J|ytB;^(^Px&K z-?xw}_)1_(DI`Xf@+Z2&AKl;CD3@5z7^}5ilJamfh*dE3yqo@`Y+_a(mN9!5rZoEq zXMYG|_lG~nBfl^Qe<`EqysYTdtYbUvGNVC18b`UE^D49_Pm-ua^kI8;1dgRR+Kp|T zuPNdvLaX@{>%T)sy#;Uc4y zMyHI;t@!SBbj_{1)_gLJS7Hh5SfZk1{gjZ9ki2yYDwoaqhGf{-AuNR4b$dp}&~U-c z>KZP1c0oA~NG~>I6bme%N*GXFojc!7ffxe>?FLY4%&?k9W(K50NO6F)lq8w95^yr~Hn}Ys*8AQAHML~3Q`o`v5 zgk%+Uh^WH|X9lk6fY6L0bA3b@f654Tlk^vbrWl-1HZQ`z`FhfM>OiLs5xh^AevcX} zD;xc`aIBmH?a#Yb?fcCMVd&@*sH%=PRGjgP+N3g_KhQBVcWl|v&@*X$kzRCM0@o?u}=WibQ0Nvrgw%P!@!P36jq>qi`%k&_j7pLt!!mA`&N zl$({+@|K?{DfVONfG5Jx*wp->%7cOUPIesKl=SdF?B|Msbd$yvo>;~QPj!K zVb8famCn6RUl}KfP}oPnZ8rZGCUGE_3n{#o;Twg5+g3Q)qAwq_+-D99?98P>HbhJ_zsEp*49t+^724`sA^#F z9IV9vIYR?=G)$Xeq`YG4>Z3BRgaN-q`ZJt<%LAD$X2Uh@rhNs#h?<55#lFtck5Xt5 zW~%&kqr0bvU!FU$4~f!Q1v>WLgFm>~}P6Ao=J;vyd` z32b9lt0%?&qferUtQ&1(WP;gn)Si`|aena$-E^mBeSwlF(`*#6_nyP`#VK9(Q!4f` zk@wW{>eg`~7B@lq1|k|6)oKB3VdiShR~I#e@Gpx9?*^U{=BP-@H)%Qi>7>@wz??{YPX5!Nmd%&UE}~ zX+dEhe>czQN|m4i(sugHR}?KI1c0 z3zI}~T>VTX!_cqI_TcAz%kh^rk2yVH#J1#VH$4V(bZ{M&*hhl^S-^Peaci317#94=FA` z17Xo+!e{-bo3Uc1S=HU`%e((-0j#$dZ)9<=El!>CC91ZsI0n626BiS^QMdn3)&77b z%F~OtZuoklaLM0|bJES^WAw;tH*qC$Uf_vz(D%fxpL>+cv02``*DEday??zC)FavS zqnw-vXWB1y#$CXenZlrsRG3QLZ+L8nfWfjs@B%ih4+P$?>5Z)b~iwBd;l;U z;TTMnZ-9`57I{Sv9gqP3+2sW_*yiSDa;`p;PI(9@=xXaQ8*re+4WQ6YP%E{zAthJ0 ze|!Q_;$GvkyG0Lu=r5zw%gu4KTJ8$bi2TV;mBX!OpkC*T%%DPfC+#ErbJS4#0QK2p z1vB_WQ~($$GO5yB>jt8mhC9T-NyHwg@M zd=6Ws-#?L?c5EsXmmcMvz%em*d2>6e6&CI4Hj<#?C!M&NOm`jksKn~871Mko{HC;n zzI4Yz6ASli$_IwGGM|L*X5?&DaQb2X9LK}{V0rk#{!Fd-Ltmpsc_1F${|$(bsp#oH zLgS3H^in-kPu~*}Zb8Jc!qT|Zk&$sxU*C#G(%HEDo%=)`5>o1vpFPCQ9PV=ywe+}? z0pvX;p(H^erK+kra;HOwCa&?JCY$N8l{BBm+-@u^x5SOviJ)e5v<@k$_k^HPWZ3Ia z4dB~mINBQ=3{)^z>9)GsZBYH$>yF<3%hImfIA}YmnfD@$l+oP5`#w9aoBe2CUK}Rz zsEefS#ehf{cKlyI)Pd__AH_=g5E2BeQ^=zU_UbA@I{BdAl+#3jHWdVwNh~;y2EXG8 zgX5@hF{**Bsw4I|=y|XjY8y=%+CW3fI^QER_PtN{D#KpgnYvLx z-}|rP{fF(@$zS_J6FtL!=e1rCM|Mzmb1flb2n1MA)d>1u zpv6!8$DT4WUWnfK4OGrcNJb4I(lSCafdx5Eb|T+Z!0H^zY4mDaC;G9pFE5RYr1xi zOaAhjtQsbG#U##RRwebu_x@dgz)nR=O9oolIXOAugdh3&)4ye*adm&;(Bl&g$fXqF zPK4pZ9F_=760S{8P9gkT3qLKh3ry$y#-BAxM3hrja;F;~SX=O&JmZVJm4IC(L))z* zR(fX2fQscS-9ahWI*D(T$Cix>6G1M_2EUYyBZAMwBgu^^>4b1wBHk)_1&Vl6XA8eM zdyQJ^-&sz+8A^U%L+RN#Rc_fKUx8BqZ2Hyh7AVRfDn@uFZgiE`Zer)Mo)9>Il0*Q8}9P5vWovZ=U~v3 zu6&++G&eR|T%4JeweVTP01>|uWO5mJ?rdwjF}FlD&Gn;%-XBcc3;hl){e^+i?)ANYP_0TqirV6 zsP6AnC^-6V(dq2G-a(YCqY&~VH+K^*{+{Aq&MPOz9f6V~W`+na9d5{2zZF-Dp}Jk=dXLewH^7{FD==gh6$MF|~J#mT!2DDzpY$tx`AoBHPBNloB!8`@g`_LY*jE~|Ok_50$I2vdS()B~gdF#BIPc0lo1*i4XJhpfNZ(o@vLO@4mZZ z4VMa_`TFM^&>{+|PypJ&K9_!B0ROHph4D$Bd5@Obp;|sTfAP+T!hez`uH`@ETtUgx=|C^!6H`IiP+idQmUM|R029`%Pn;>H<7e#&XBgjm`lAF z5fzg{&7n}qcZOI7($B`7P0({`<1G?D@g&MBSO-RC;8bHjQlP@-{vaKwWU=edN{4e0 zz@jbY&pDw=Lh1T5RJ`p`P}KkLp*~-@>uYgU3u)_coXE)H3Qzek&De6I-6d~but!=l zU}rKbIqiwPZN`p{zIRYO_42O?!R12ujF3BypRv(&%R z+HuLq6x7si<@HMr|J)qdm-p_nh=}K@=T|YI$-pqjIT_G-wLyZ}+R$X`%>S4%ajEmbD8rqh=5m&t?KG9rSZEAZdMR9~x zbz4u_r_}MVhpp-5Zf?$VSYyoomRxlRw(rF~`&ijn|4@t@h&FLiQYnbv5qgv$8!JDa zS#B*A)3~vRBQ3u+*fK-eGl7X3SyG(2e>zdKqdKt6eS6V<-3GOqgKU;Njv{eeH#LJUsz zpW@!c#XWKE!fn4ADEm3;vBsP6_`Oc~FNZ29?)HC1wYaq8P^IfGK#qXnfMH%F^&s~5 z^z!nsM7yf@|Jz*f*R*HQBMCSw#NB=a^|Oh&Ig$qgZGFHd3QwIv zCBWKXqj)3@t$f^W+E~+{KUPrKCIf;s*8TjNZ9cFkxxK*Zq52O#r2)!OvyC$>fy-PfHBiNQMVVelk_j{?e+ZG30H6-{3XV z8Z#PEOCK+~9#3kUX)Ysy0@`(Plk|~^Oygi_iAd90^1BO#@tK*oB|}JMV1&Cm-YgMt zIMxFxBS?GXAmwpEir~%(=sg1uG3H+W`|Uz_KZr26H*Whybw`CD`dN#|KWhd9>9z;M ztRz!6{;Vsb=Ay{3BLPb=sq6#z+mTfV2?W8nS%?$Q6_=`5qN?7FTENJvO`3l}L3(%s!4DBay9 z(nxoABi$g~-6_%_($b)Ge4G0j@5f&U!vS39x!0a+&SM^%e+7_}{e4vLk*GTPZF3@( zVnvBte(B?L5710&IC{HR@B8RkW`!g(wI3$Hgo+~jiO^No{P!Zm>|6nqgNgePQo|oY zjkvf-MFrcH&K}{e8%X+34ucqiC=<4e%?p+G`WiR^^{~=Ej7*Ko_{2mZFyt~Qi^~x) zs|Z^5(Wa-rB7A@R;vufCeoU(d;SU$0^r0fgoy?V01sw~0jCm_?G-TI7?Gs!po3Q|8 zrN!%Gd%Sf>gF>50b65yh3RYHPH~A-%`@js9c*nLil&R6)(@V;4#r1Z#NZ|~)M{ay? z6cmmwnhAXNvTRGaDJjFkqD&Wg_8Pd*`aC(_zmJQJ^;4KTNK2Mg zr}=ArS6}AaQ*UlfJb|6#lokVvh%{z`)El%wyl) zW54c;u$4L1=}OYk>F<9_-CEc*`vc#={Wr_s^S!qtY?!&&WYo8TR4xaGJJ~c*E)!>L z2RdnJ#*YYP?rw`uD z8bUm;3w$zd9IG66(5aO;#_Qq?pU1m%z&avh2MkXo>}YV4Ss+sh^atvBE$E`XvIIjD zI`rSURgj2D0~>7MZP@<1-&5`L@7*K`S9C)I2e8k-xa`4#*BH17UsNS99as?(od*Xj zn(#T%^mHwjS&8Z~hp#CDiPZGlH&9NKWI)@0v&!#gLvL`O%r!ikEie0#D?h&i^c01T zB&_H$S)>m>Eq_#vgx5S-lUuHA0){BIpOx==PD9!ss>CHe_>VwgN=v6QIyMIyjw7JO z@i=kozlozsWgO>b^INk*_Z$=QBv^UuImKq-Qv*&6@P3|nnDE`w0Wx>FO&x*EJR*D` zNge-d{d7Pkh|vEy{#|TYHCrmxWwhcg=kao2mpK|+e*Wu==cTsO8}2`R=g-x2EAASa z9b@rSEAeen?>GlJVOb0U5woyq-a;VTCq8cxrB32k9c9S>Aw%2|dE%8tX}~7lmi(9A zHq)p0`7fVrPx*GPhXRE0PecVAc5h?I__nf^9>>k4*e{>F*6s1bg3m!u^gmBfMoOwz zjVGspGlWWPP*@zYlhfhkLZ+macfqVbYQDJ4}o1BFR zswB~w2KR?dvjl*GY}3YmUE_A5<77&}2ZLup9}*nWTz?L0I(Nu=$Qz~{`pK>(Na*Q2 zX6set6NnW03XPax)(`X!55LY$kS&7p0DHOTBB(o1+99Yi^i=t8>ZSTA#%2RRh-d-0 zg&a3Rfj_2A2Lzj5fzFM|8%IJE_`ses#8_#Fg`M3lfG!jBxkZ9ypkgL(kaM3a3D7IPLAs1M=IWXs$S%j+%Wr9IV-9GkMG!AKJy|Hme_vE;sI7^+Co2Xma4<)Xv<;9 z)8y;GA&gCx@rWR5VHHj{H@@!~u1x#VmWSTG{mbikm~m~*V{4hd+jh;WL|N@2P@xa7hA3<#g$L>uzqHxGS>|s zNHZmN=({(9oqj{c2eN~!pc6$>3?C&}=_|O;*^5GX12tz5Wh~}aEXcaLBiVyLnhKZ3 zdKO}$Etx!*B90po1gwV9lL{H!XWeAlV1yCS)zzU%PqnYz3L847#==ge`T2J~LFOYW z358w#%*KKg1Tzn;alpJ#S5p_iye{~pKO3^-iJj9Fk)Ce#;Ny>{e+0}gSV|D?`PK2= zjxU>;JH$(KBfpdr$1{y$#odk1KjOyx-aWJ*huCpT_1@JCqS~|nj4!MN!E9)1VrOFuSUE0g zZ6yrpJ9nRx1V8T9mkmv6OA2ZgV{QogM73doQ1=O?R4UU*zssALqP&!pTF}S^PASu! z9bzG$OlAO*kk4U#wP$U6b+Z-2&dVD{0f)w5yB>%}4v&p(-OLogQm8aU z%CGZ2NFu;XN`+ltIn6A|mBz|%9j@m0m*rzdf2FiJK9*2{bHaJo_IyFS@p$6ivK7tu zv_S3&-d8VAh<3XNqGm>t30qjvi!fYQzxI*}kIcy1{^toy7~Nk@%Rf{|^U~-cd}PF~9^J~ECxI%&jte1WcRa>% zT;{Fh)-M+#j*^Up5TuMrs5!q^W2M zJSY`1P=r4#=j~~hR0-}cBjihPo-kRQ^}jqTiIG+<5Q@#8szz5h5Kka1Lv4w6G4SHZ zcbZX0NV3D?8Q=;1+(I52n-k-7^SZV$V+w3+)A$yeh3~oV z`pBNT!L7KovNW%z^3C_cR11jcb9cAL@trd5_*v)UgTaYT_UUOKaYWqdaPGRz=7@uz z<#86b6^$B2TC5+w0~>y>>D(plj%ma9?~Vg^@078VUa|oL?4#{}==B;?wO!XgXIfe2 z6*Yd%|8111NYf!8aI{_@G82cf?fl`_Ke`)lJ14o>9%m?#M2A-E*RCXDGE{L2X6hPL zxCD7iy2EpVWN*S?QRa;TPFe&KH^NEww z`LkE+dBK+`Iy!@^L!iy;FfDv_-E>IJdDy1mfA}SaeK(GsUUvow_-i70^CKO(<+yPL zB!PvtR!RWnJ>gvrQ59pVoGv87Z=@)!-#aR;v~1dwb%3du;DJ_LQlk z`1h}JYSIXHhBtp`6|}BwxPTxTyZJ=EJny5XDioj^)$UBcg>MjDHA2l9<2c{us}eGfQAWtKv?hv;p0aj z$H&Jn-guB5nw_2oYo9(7*#+83_tuivAv0@BE^%`kI27NK ziXU@k3#y&=_F5emu{m^q)fP|aH1mpR7EPXz@YX7)s?!I}TNRKC<%or#ZIKZ5CGi9l zE#VW*&A5^%IkV5l(ehD+*(`k>u>r64;FxV4%owM$^Bg0-D;5nN>Hx$y3Q7niYi@`s z8iO{h7-7^0XocK7i6*p#%D>|2oMf~V*lH7_nadnYgcNPF2|~2HDI!9t23V{)k2XTq z=Vj=z-!9Ox)(?x47rl*OAyh#ee4j7FA_Eg%gr#UTjDaHpr7<_-5-aYnC0npkj2>#e zy(r!CQ6S(ZbEM zN1_^dC`CfG{`bZ@6|=Qv{QmtrsPeJ$S^`)NJW3$A7asD0PUq@00dv%>iHSrD-p_rM z98C?sTv}?hE5T>^7aFWGmW)v;wmx0C@VjyY3xins>KLSiFd;X0*8OWWHBHIJHOZKT zAwdn(<xu=LbZxy8rcGSJ> zfw}R6(5Zs6B3^u9pBAC5we+DE{wFgZ(WURxu5Fjpw|9Y;m7JWC5|RoD7SfH5#>r{6 zphC@eoxjs(j1jO7l7XwyMYp)PI3$GBGZaX8e!kDwd?5FHI8@(^jf4B!g?k!0XG#jR zQUF28^_ze+E z!77H#txo$X>ng}-FWr299zJ6^_sERbW+$*aB;O{GP{-unV4GVrVDUP`rW%-Y_ey4a z7A!K6jg%DU?V!VE%&K9j+W(4$beP_eAg+ytX zl&+)9Ax%%{X^z*sPa8fIQC5;_im079b2Kk$)Cr31QaWF+S1 zrjEwz{MH~8h`(Y=)lD*>pf!L+lvr5>v9IrSdN2eDf*s`{+VjKVb!{mDF={G1(Oc4? zPH%)D5h1>ld(ICJ7IRYBX)_LHEHL{o#~@3)5}v*ntI+f9)R4YCD3Cn$KK&xu=QR#) z=bLCZbhPyS>2V_TgazYdh3=<$7yHItTh2Kh z>6Wgp40;WrAb|}llH2Hp)YW!xm+kR~POoK`&B#@4{X<4t)2YZ>C-Uv(LIN$_!v-^h z8q(;`lordepIwKYjh_Fk>^RrNyOSZnb5Y` zgYm6A5J!JWw_RK~v9Yr??`3}(o}ApBKVB)VD(gMGWaa0V2Md}N_aotW)A%shtgI|< z5>zmj(kNy_(&U}ylRnfL?mriO@%QlWJvN!YG9O(O;;yaKW=O3*| z5oZ8=kq^J|y0*b>J)?$EVQ&BEPku{j*r-ebu$IGvEG!T3)0CBEYd(8Tq`xOyermK? z>IE0ysEyN{npLCPvqSyobkL)XPecE|lhO#VhJu6PU!X)UJaiD#3|~2>?#lIB%_Kf) zy=0O%!+QSLamwm!ky^TBHy%IiK+$t9jUBQiF1sMJe0)lGpZdKZifEEx5MterMStAxJ#FA}7W(SSE-gnedy4Fd(OY2V2fZ_Gl2qppIZ5(izqM$PU#h#j zP{sypDgewFPvuDfFGdc9zW3&wVAw%D#Ybjii&O+p>@ceRhG@Gjg0`t9w!&UgBkg)g zI21~ddaxK$d~7Eb8B%FO%(oJk3|g0wZEn*eMWPu8;_{08KfLkev8t{nh$b@RSs?;Q ztM2ad?GJYv9v2^V*$k&qp`;TH3J1EVY};hwPxVA;HYZ=xhsT(k64 zy5mAsR(|weo!G%sg%O4%KzM7#!$FaQiHy;oLL{~c+&lJ6*au^mco~_0IE%=#j(fN@ z4xOBaKOTmk9-ABO0vAa2OhPG;BO*SR6ld5pWn^Y%o-ZX;CqTl$Wdy{@2#$GzJZ`vN zYvPdsDA9>iK(Q9D1ien)Y0Jr`BkytiUb zD5J1{e24b9%Vl#j`oZ9l3S!pbETE&ZFhlk^yjtJ4Z^QQSase2K_8((t{?7|A$zxAd zZDV6>TQPZa-chuguH@_cd~~}TAGtS5j<6yS5<{1g6_bZ)o;Yg%gdLh z`e_Wtkt^iYz+cOkHFFuYf{}y<4!D$(<&Ye&*Z5mN!kund4qnls|9F4p?lzleHSF|N zoMN(j8fyNsYjV?o%#&VJg&{QcPm$+GYU6cQFfor!@gOKH02!pn^TNbLh9XY7#(hH& z9v+_C^N8En*ccldx6X2oy7T$*GzVko3&5900?bzzF04N?NMya*h^ab!_**Qr19%K# z8uN&U;E(qibdgS#Xg~h<{`bOsX<&SbEuNf^noXvML1au!%v3*WN&*kqjd%9kfx(Zh zyfRO=a^#3q!^X3_wQbH1%$3I^e~aQhcBjOB(byUALay1%1xbi~4MU=?>gv~juPhe81^~w=K$?60sOD(iCd4(C!E1{!SI|LLVid`sV-e_Q1kSN6O z{f!0UCW|E|gI>V*JZQB~%uhA4(tgBkUv=kW<7I|NpohU3*ab34|&Al$@HG zxw%)u&d%)20-a$gefsxgfqT{OLb;nibjDYE|1-PdBId4)zDvt5Dhkdu8o+9bwU4;$ zka)Fvwf~Ai*HI9Ru0Z;8y1W>kVmA0Wp0*X}2rQ2`Yo|U#pk6?n8Y_2xo zLPoCVVGz{ABKX`MVy)gq$y-@D4O-`g1c>C<;#<>iE;?obH)Fj+4~z>rJ_=^U&|p*E z$8rAb!y?KgaX5-F*f>@+|B?C3?;beROTBS@2nT;wrPwg?N(u>=c5`cHds}gk@h>A^ z9zh^he{nm7*OgM!NdE*tq|h1~h&PWmU(O{c;#d?WCjMUibNuszuC=ulK&c-3$xcDt zpMr;g`6My$91Bf*129qNSrGFXP@Qrb?SS6>Qc(avb@(*2|2tDf!D55Vea#h*%X{Y? zgLd857b`k=)JZ+hM4&)$6CKvSev&r=4jFfPZf@)co!b84q48di7z6KmC}PRP$PSu< zLL`sPO$w9OLXH^WKZkj3Z>7>#rAwtI4|E9<35=Vo$D{^% zo|rd}*M?2sp!UxeXR=^CqceJtCxfC^QgyUAe7daJ(xf4n;2yz`QM|;k3Br`R@zN(k z9)o%dL?~o5^wg4+2Y-)_jp_OqsH2L1xU8KAuXBT0m*2bq1M)f)i5^BBtP{UMDxA{z2+RIe8X%N)9=jdZtKVZku?WPxNH={}0&vA@yV) z(6#$gEi#y5yV^YSI@fm`Y-pF4S3nn*4CVnDzHl91GXrHr{n(hp#UPx^w}DZOot<`; zj_lbBCyvvS& zzGYh3z6d4zo_DPsO-(6RS8f-WGE5~^y;sZTj&05k!D1Yzs{^YGvwE*U77Oe34FL%W zm5`8cZ{(E$?XX=8!h81ZK0jxowYB5$-XSeyqntl!R~) z=k?`;?+pTgw4Ax?-akydRR31aa)o}xK0@4zC(8Y)KF;iZT2x=3K=yPNqEkFEl>D%A zKh|!*Dz{^F(s_Tv?v@)&8_u9rX@tw-+kGZ(j?R`rj_}GH^tv#|gpCUSk+aDrR zQa1WqB4V-0S7@(F3tAZ5!FAP&>JHGl_IeX0`qhIH_Ocaj0yHcLn7%H+t2|e-&sck2 z)$afPdvvLLKat7cK}o6b6z08pzGPRC>~fVp#JRlq(S@fKmEb1?DxJwewUp2|=A-sx zcZ!|C(KJTg<6EeBQf8h2zx3(-@@gv90=tJx9vqyMmDjo8DQyH4=4F9{4O{Z$Cxs6t z8L7H9hMsW*^^jS%^j{9X0pLuN!K_K2?NZa7Cr=Wccfr=6NuQ;iN~W9QghogE8mGS) zUS(-9f=$62=_&I~-ShFF`?HvRCQ7-qL}OZQNw5q|1Os^(OdV~$1shFp!VjGE(rCKo z01-APcDj+*vpaHzNpn4JCRiRF4G&M2s10`|ZW*+bi88dj-cQ(OGUWH->~-cSwl%8K{bX3@;_5bSK63g4#Ik$37A{DA8~q;X=KuZf5q`zXF{PmkZ-9dBO$QHAEBn4@ zMhy+R;VGJTd_)-&!BvNmz%4Z~u8kG2SA7{u5dq5d0B98(7dw|0>G9R8R0dqLaSk>1 z&-9z2-KoqH)?+?y$IBAuGscTa*a@a{H*PM!Ovr^(whOs!whoH*w$Jh?)ipFQqXy9Z zHsdfPL!_GNDUJC(1fP`q4vg*_Z7sNbaa6DmPELy2iitqx4$z$)xUKL5CmdtrxM1+MAr@+9L;9&&hGG4HE?m4{7vm~rj53phF zfxSb`)GM!r*-l(9O0*{wV~`af=u71TMjNR zXAq%>^4et4h1m|HkcuYV0RS)9J@VP2RaLg&zb zcX!Pcv-x=pmkX53s*j2u0+Mh6}C>7V{{(u;&qoP-5HPA^-;O=}AagUtXq z;BR(Bg=wKAm2^Kb37Hs-^Y@V*lIuADBnIUV`bzFfXti1>2@G2fytVQfgP^SMM$Y=( zIkQd#dUSk!af*>WE?qv#ZZINKPOx2V`(=k7OMme@#n=PcyhE64k}|1E1#|8M1o#`t ze~RH3bFWA zzEPo<-z?dEE9#b|&11z^1rslMn8+Or{ipOk zh76Me-UV^ZzCx&(nx0rA_f)#nJ?$*Z*kP%Z7N9J=>Sy6i-ri?dtrl; zoX6{dH=NM0x(f%)%v+;y$Y2{mrk@Rfp-M_2e=qi|4r1mF% zlw~+rc471pa{ms`GOwe=rU8}jw@_T`qe!Bmu>(%+tJ95`GTKFi5XE~27z3mb83-mQ zRRNzJ(xUl!6+qE^_zJt>CcXip4Yhq zQ|o>{dtKIxyDQ6A7P<&=&)*F#af&BKogNH}x%K4{=_6QVTA+Ib>`Xj%s(npuY$6@F zZ-r8vr(FnR$o6zP{HGF=w#3Zu{R8>GWu&Qcg?#?0rejdc;=Zh22aACK(=h_u)=J2I z7Cwn{t;ec|r5g_cXld?-FI+EIyMRp$v*g0LxIw zI%9<*gd6|0s`m($I`Bxf>}8Ktt+fF}4TLa^&HRKINQ{-m9}!^#ZR}6G_4S9SvV0UX z8&owlM=Ay=;BLS5V-YHyE>Fw^)z1*y3)QqXxRRxKu|7WZZecBvmBR~14z=`O;|Y4( zww|;sFgso5;Qh|Znhez>Ju386h4B-ZASk>*ep)zvP-Or8FVV=Pj}>3gBs)%I+W;+z zhuTX8MiFu&H z2sy!70oyFSCXEVH21j9`W|SiS_2yT}YW=*Gl;8ah@t?opj@HdyH-;CfCB9Y5FfTG@ z2x2b6{NR!=6Xiiq;`hOITK$ccwIeM(Xmc=eiJCc3aBLPD&OX6^S9T26nw<4t)z$qH zvlM*Pkn7ORSV~xM6;zW=MRDN(eO*Cm%CAYTnW3PB&u9Gnl@iNi@=#6lsw53-`=v8O z0pkDGozH;yt<~a01w?_~o4Vp`&rvYZMkXdDZ94FlrtzmG&}7ss+4N_k-o1h@+H0=u zvt|gkESu0Skl!yub0?Xy*fFvY3#V6c=UdJoi7bk zP%tFBKN!9&h!jHt^&jsRT--jEq`BZq`!TWH^dhEDDdZ*Nb=`;XCD3y>-(K&x+KsDw zp}ioRpAPkX!s-7=r_cCobx}S(c09xU0dJQ}0wUoY5Lz2Tc+a6L?4@S>Jqi(9ksiP? z13Eheq1yHATYbJ)Z4nR^l$M48W<3C{0P6GP6>WOi+s?jD7m0z*gKaYNB#PHCX|K1( z*q9Q6q|Iqkta#tizZ=0^Uljee6i{9ioP4|@L!Gb%{deI#kVhZlRFDd}?B2uWP9BJc zeRXWBr@OmIxt*~0m7~S(wfbHMPJeKUy`+&f%W+iD_xJb7DUE+e`hh}XfD52xPhkAi z=l~Fd-bOK(fTHz&^B;(HZd`x6#(Amg9m?3_>@aLe$zcao9IQ_tyKV|4Pr7w%Er7Ow5Zmn!GJAJrBMxZ+?3> zYPk>(-T;9+BqS7L)bX|o3rq-S;@IlP-W7o&h>Ff2 z_G|p6%PPG!lVzV{A0a_S&Xn<9DCgW_T&k;6`L|)+;TzGT>a+9b z^8sUi;AN2qOx*T%uU=_y5p9DvjeA)w|`qSY@DBMw3_vDPz??4N~2EqL!a27k5n9LD1Drnig_n$B;Xm8Ja zS#T(`NQ1>4pWBhaeKZNNfYVo!m8Q$yWJVA`hsZ3Fkhbzhi%_`UMPuXG+an8Q+eqNf zp$Uq$O14c&`N$y73ktEndq)jBH6&C(?j&PL=lih3tn?`b36>UP)@LBLI8}+_`B9%eE^ul6>aW;<3GnIR)}DyJ3!s=6TbzqA___W&myChil?_B_u1=Q3Za=}Sq!(dyo(d{@ z9mo+spJzexF~Hwsu1GP<0qvuXj=YGEAl&UO3TmdooeSQ4LV0O*xmY|fQ<-^s3v9IC zeH>MC&AcKQ&$3;unGIYj%rBupyUqzR<5Y9or}FXfW+#|*iQ1ORajz@z6u7fqaGNa& zk$4YnB10LMxQJEeqi>6Gb{kpe4&N72QPU7FtSU+=P@|1G$39&^mt~;Sw-15uwNKK5OHZ%bbpO&yP=b(78=b*A2%mZf@v^ zA(nP_+34b@fBpbn++m0W?6^|Z~79jGo9UqK3mh-AM*$0C9PRCsRVC=x`S zL(|8YO>eA(l$Dtuxo3g{Ddfvdglh?k+BFvukS;)6>&8j#nQ1fGq(Nn~^dEx^=;veJf77L6hxa)O!eA(!iT= zm)&#?%+bk!<_W$@;2d9@;o%~sYug`zlx4Qyf7VS_C*X~r_Q(%PzM4EY)zd97{UH|B zCsH{usxyV}+qr`~nEe@kqt5=4U$vDs504cD~j6)%#CdX2( zxK5e-aoy49jNIA0Xs+heD)wNqv~S)evTbrh$yD3Z?RH(v%!jQV^;qHksBTB)ct%zy zf}oEo%}2r8$M@pgHYU96V7MblTN>A{_uq|!_&1MQXi4D0!9vH&@>-B6S%Mc;(W~$P zV2+7Sm%-j`qn+YR*h_TO7Qe`1<3Ytr9%a*N#SRY_e(}Wc>n%3I**b(4rVA>We3X!< z&@%D2X_Hrs4n#@8Nq~UZUz#R{ODwFv1zQ%c4@U(Xy7E4W-1MFT3%>l!rh=mjxgvKS zhTH*1420)>df`Hj5v1^UL@C4=5uYH)14RTXMElo(+QG+tbTosmH~9hTnw-$nre!o`&WnA8~`^pJx^c_j`3y4;Fma>#Gq%5=Ug>0x2Y z*T1bg#R%3!mqrfTQd6T>n;^5^imEXP`G9v_TFM*&x1K;d`F6hAM?p#oVdL(qY5!>7 zz{DjH2=4G9!Jwalf-uU-;+j-%u_3Nrvm&=WKht?5(dhBt6Du2=sG|x7sO@TYc6xF6 zHdj=@d@KF@@SKKTGCnNczH2qvVk9t8SqYTOpc04C4}hW#osvF4 zbFoZWM56tHr>6T=w}=?hXJTfS9k<~KjsW77rU=)6_WWm=x)tZ$Kac-@Sg3jKhW=Be zK*`6KQNKI2*FTa_n1~G$GgR;1MJTfjFHK5TePW6?UTE>%AiI@wrZcRB(rwrx;va~Q z#Lg*uM;WH5x?qVabz`lDg>(25I9bru4peUK<-#dTXGYqg*a)O+@iUC|Ge?=#2a43~g<1bU9$uV3^=naXzvp^$5N_2Dky53}pMPWa zj#I0w+*)G!U5g)PkqFiV=eJY7Pgw3=8|j^o;0^YrlJrj-R?JWfAgH&1K$+5~4moOFE-XT3L!P%O7I=$&l<>8OwvjV;K#pWY}?P zu$*~~j=szrMujbk_=cn=9TozeE*Y?<-3*8(OX5a!S$bUo+OoM; z=u`6|Q1ywB%NrS36>?0uICU4R%kgpMdgV0hK0OtbogFPACFNpI?rE%{^5v0nW>((N z&8!?D0)>|aJbWL5Ibg0}!R$}*U!nlnC}YA5Ja*kL5%$k9f}GtZFM@B~4w6ta&CJ-z{hx6}~ik@Ed$OMJIjtg1t7o|$N-JsZKvBMk5m1-i|#u~BY|`tu6`_j;Xl4;kuk&J*8r7Nz&ZxuDID zGUR>mJ@2&4^wN@yrWUKTmHwZ+auL+n0V5U8O!-6tgs254nZqUZ< zR#JIw>9lO3Ki$f${p>@*WxEt8uh_J{fGR^QOq?Ml0~V6VY=1!jf_%Ey#_^!^V}e?c z|L3%zpZ)tGf|-UG6(BzY$kCC4xIh1fEmcPXjA6Dy6BFw+78yxr33Or`DsQ^#N@HXEk~cL%bcxP@r%2Ay6P(GO9l4Pj&#}UM7oNb z5MN@VzI07PJa4yCM-g*619X2g0~EcAGQg(rM^a z0x#>`im+>=_3SbjN3rtpx{rFLMuG>n2o~eI*A;zGIa(kEj zyDLQ)3}-^Omihn#q6P1P=T0^&Y(kipDplrmtaz*hG_9IdFwdp%RgS{w0|YUte*2ittEogR(-r61EK zXI{sNrxI)b8uY|^1?`{F_+C|6U355W;^Yxw*wIuuIVDgIeP&88{L7=~p;|t zNMSIX8;pXeA^8hucCJHuY80!goDEL(THD$H?)j#lcmeJC*y>bsuiJv|K?1tnfPtCw-1&Wdr?$% zilk&qXD3_=r9j;^+86qg3*yZ$T&{1!4-OOb`4cDNN>d^i1jshrAieDYDh$*(3RsJq z<^D(R&mENlS*wEoG??0GhqFmqXE0ELV`AU2M+CiNGPox@?Z(m^sR=zG_*D%DPAl~{ zMs#mNwEOLF!@hA~hDTQwt9>uVq>~Q}JaE!?byZdk;Qk|m1^e~EtN)6Lq0VoPVRlPy zv!-y0%0D%nZCgymwVgFdTz1G1m(D>p@+%ITEk#g~i?IHji;43cI~6vG!ki2}Z+dcP z^+ZFscsyYlaAjLW25YF6DgI!JGsSXDm$=Ae3m~69R#3^#BDeRzH$2r-)_~3B7L%L_ zIJ&uhFW>q1xxj1YTWG$C3uYhepzinojR?6wY66|4Jpetz-+2V^ovbkXWRya8Gcj5% zU$~Q5MDDJojt1W?`%kejVlTi5q3MvtCV&A-FBuC9xq z6d;(JCUVFoyz8!CECYlKX>$S*&^iyvW8T^VtN)SRfdQc;)MFsaQFKCDR?w1-pmCS6 zgall+a(InZ4;>YC1z)k|_9oulh_`9#$A~C~;=u59D^F2F(#5Wvq)P>Pr;Mis?;pE| zKX#E>1m$#!XDjRL4EzFTPzKYLSc@wnw+m(AncDqs$C4BDV}e3l zFI-HL#ljH*Fi^^c!0h4;is2gl42ng z=aw5lHnP{T|DOPbSZg&;|NGqccYZ|G)^4?TGJ?-v%49SYmBX3@*kw_}^bX@27c8+L zyo8(-v}%O!a4bv2+uI9loU@9GJsDPUhcGLR?^%nEZl9Oc<5W(vChQ zG|FVS6uT5K!qEZXv<4g!?zT~NTc}=#&O*)#PW5k`^N%Vb7#K?xs&GhfHhDxY8*@c6 zb4Ozk_B8M8AOW%4&poh$ZqCrk3h!T zams9RqvgLw%lgvQ9+Cf`<9k9zq{C0H?|v zrceABvm&`1ZoElHvFV#FIL&rB+j+TR#<`vq7BtNpNwEi?q$Ca6YRBESgUu5v%_%k5ZwMuZ< z&c3&Z{UI-Emo@`OAC8g^9i&H4OtBwD^q0oDW#T>_9ur+=@9RTP!-(*xI3~K&-e{F{ zE>?&UKd~@!xt7rT3P4wrg_S@^8|oTvRES}_O}NhG z)^Ve(<+<}6tAZhV`O5HRiojzgrOpM$KHryV90mS(l;_P$6m4c_tmUFk&XNrO*JD|R zCS#wUDXUvASaYEPuj}zjlQZztJAq9yG?*NPHRobY(?GX(aOWEywIHSK3Gs;k4Qfp+PgW^I2J|KYx7X%aW|F+CAIEHJeNw0gkbj{oaV+ zua#hD%W1PZOofaWFHgPH=*>6P*kquY=_=~Fo67GGS{j#N?hx7R*ZFPJp5{aUn6&yEx_fkffiH$||oY) z#056*k$$~9o%?LE!lcK)wF3s(EhSIgF*D{zbT9&GYo z%tZJ?KJAYIHGqy$TgxK`qUt&xo43RktAk}4IElcu!>*w4;MfO0`P1d<@3q>W^E3G_ za$ofwmGcLUn@d?s>vfd3B-jKD$c#w_y1D*80&caUKYV+|rcfmJ1rgo}<}MviK~S(d z>cD(Q{Cu|$>A7~(XckL~tf^gN1XnV8IIGRA7_ai-c;`(r@E0v!vg9P!psR+c+0|2!?3SJxL+jEO;sTME7qCw zFxn6AYd3yq>oS5XB#uuJ>Nt=$h&1iOPxN!PXi0ZS+Whpr+J4bMo==pb zMDdSmmb@QfACesC1EiO`Sr{oS15Zjsl;mj&_AWBzM01I7%U~_nMA@BgXS@}|_*2BY zsW#n_ynOIxLuFx(Nz^lVK3xZHG8Dn3TgHvUWY%~&u zPM|mX*#U#BvGJwSE{OH97^{7vW8 znOI3FHi3i)A%5<8H?)ITJ-0L`rppUJgex3&>NH{bu`v(|D=5h#@p68mAye-EwJ>{-)Z{_%Y0Ss*sQYhF-^!6y~ctUGDGBcp7zZW zVwiV`x$%j|zY}pt|Lh$~0^OwM#X}2E^!v5}>kl znv-ts78dLMgM+(2;uNXE{<%_Q*0jBo>y#>@P|91RLEFJQjV5T2aP_iG5RH)!(-%pC z(=sTULqRdyk3J+OonD$r%j3^gR?E#F4Y(>%^qu{6goFpqot#f10?+&wJYU_%NKItW zr#@nPm|o~$60G$eY7np%!74c;1S3AuB}k9beeR2@@+~OGW@|X^K_F{@`#Tp2V)Q_?a`x={$N19!_T>v7 z930$uDr+FHAsEIbS1W^0?$B1xfeSceUcGuHT^7z`Nr7F#c%<8Hq9-tRtR_=kfr z9CDts_g;IgIe&BYwGzk%&Dt|{_;o~`DpL)7M-zLOu@d~>XX_XOCrf`C-lI^hOz~P zLd!Wc*&&8D0xX&Fp1DOg?(dyt_mdAtFpk4DFX??jRxJP#9ChDeVrIaQxh?d3Arx&f zcWmF(_@dX?O42;U4g2r4zKa<#0q)c2euw$QBT$6zIAq@w0_wer${8=peE|ri~*s2*jiM$zCZ}Vhb+7eTgKBE3SfQ_XJca&T&yxDDdh#*fl z-k%n_5X#;)5qE_e_A?$vbT#<=&@K82kq|hiRX}KZg#fyo0E-OtbK>L zuc`^F)x@88W4FR^kL<9qs;VE1XAu(jISRbytIjfwD!yVWq?y#IzcCaD2oEP`|HPRX zr26kAG7tHqWH7^WopA>0fD$h%!?@Wxr&2dMad0A=bJm5o_b&qOMmP}`%x7r73bUl3 zBsk+5aArZroW$t6a-jhX4YB| z_&#_5WqL3Q(K^YPO;K5y4-Bqu&yPHV#TKWvQ<$hdfc_rbXmUh~R6>KQ9OJ27*|6If z8m5q_*bp*P!%B#fh_s^Fa*EAxMrkQ3o}HZbE$AQbkNTCtwU@0SmGp`&Hwz%v(m-^5 zr!}VyCK>c((MLlIhj$d!FpfUi*sTMPS>?Q13e=eErv4;dxeyzds9ZG<^9(acvMK}$$*X$q`FXyOUP&cQ z2Qsy)v%(V}m^J6({kbS?Bihrd?|}jmu;x1*J7xWBQ-(cX7^Im{|^}s9*-QoO-PpI%tyWuXP0$%kSd` zcXxsm)UgxqD-J(?r#1NNHRqObdCaCN9}x#~(E>Wguid%aN}NjTiw-MN;5_SdgJ^xeZxjseztr{t!8!oii zw|QaTG{oNwjs9^^^Bt@?LA%TsXwBcrTtsQPZVEk6hif4|)dz9?V^ zV17Ek+2|Qr^n6n`6kORFHs*Qk;N&LoF5P*cXy-`=6jUdk}niR{OFi z&fde!$7-!9P$lwH3i&BA-UkZ%ZWKrIaMg}k5d|&X&tCfqRmtYHJcY8PusDt=J%tg8=)*z zm-?~LSuPE|gyRXHIUVvV7tV;T;ekJOBvC!Kvru~Aj5CVMV$cXV;8g?t8a+c$I5W9T zFTxP4yK5;|;GyjXGR_=wj|tr1|6ZH~K~60>8ZUhUK~U%8^@@$^Z~Um0lN}&4%P%Yp z6lV|B#{;6z)AJ(v0uFp?g;ddz-Em-2R#a9Nqg4~;j@P8?ILZyS9qP|6u^VEyw#URv zDvgJbjJ!!6F@exvzzrM7+5{Z0;!#2*r=p!US{(lcu7&O2sFHDJz-NSJ8Rxi!+7Ae;W}SL08xC~-l1+~ zz=-DEa8bBL<`}QR$Zzx#@x1{z0K6c=w8 z(om0!L70(G5*01vZ%dF=;FUg42uMkb} z-r{cJvMwF1iRqAJGco5DDdzrYjrf$W4TteNgDsLSo`%Ep$`X{^z#zN64ug2}s~2}; zt_`)cjwqLC!JBZVJ@&$s#`PROaGpTK6*9{0d2gL)bKDVen7+y3Txi&s(Ilv^+=BT5 z&+P*CC*xP{%1tRAP7bHf3Ig7n@Iuc^kNP!<6t7~!!^|u!-Z{+!_in1!ans`DlH?6y zHs#en7WDhO?x}31DDQZzYv0vJj_{KbA4y?AkqO7zkAkkY2zhxv&7_&h zXsleK!~H~>1iJ->tWgMMO|7J(le3Am36tdZ_ZvbC=3u`RP8cm~#%^IK9o`hu)R8uR z%Ghue=Tg6+9Jfs_eGzi_P~JGS%_iftE&{7hM8S+HU-k@?QvESHK0+L-nXeiNlPrhd zgf!AC+iJy{14&c3;lIl!JZL^wwBPOPFL;5k=Qdw3w<#kCQQh7adlBCP`NB`YegxK} zTkydW6`94XxjjZAnY}kkF~&4O z=03_qLpH~bE}s%buTDl{j%<24-m*Y~wRxi|o z==aQtGIqmE4Imwl2Q9ikdQbJ?Zl+@!h}hdQPZs|>-K|bF7EVS-6<*ZFY@q7_pm+m- z_oHB8anSOm-SuL7JfC(GA~jt4YG(_#s+JWZFg*nD@wP2Xz!3A*qMvY53Xj8ykt5Fd zw`ZweGpwd!!!gl3OW?h_R!8>qm&{ROnw^os(4D0=_H1{1Vt>OGk54+~yW~PC{3pHj z2y!Rs3v0OGXs*<*a*!7AzJv&^e7#329j}wRzYDzOed7B|5NpAcbD?^^?af9ye>j!SL%K zVS7B<%W;;i#rXsv3eE`vMa5 z*rXs?yE~{9Dm2#zl4NC*F?|clq4!Vu%uY}xpH#vg@!j0q@cEq>Md7fvW~&1jhi^P% zSfQ{6H_Y!I-$?JKDATYtn^Rl}7G1302~^yllGYd*q+sYisZf=3FuP2iLsF3@5%_GI z92ud%yIYVxM~>0WR>#_m%njW-*gs|q2@$PomaE2<;WIy_cfPvU(1a8!0nlC4!to9I zkg7G=f!AZTb$u)J4vo!vKF{(%P@RPpzw^6v%vJvx&$yFvH!O8_J31%`oTxQ?Fr#fL zyN)Tdfk0NZJ^Iq8NSEn?0fzWLa%tTJV5zYM(o=Z_`Y3mC%CX<0#!blGVZKFfQy;Bx zT(d7DJRUpUvGV8qXTcfBmA9w$w_%2C?K8A1xWI(wXqs5Y`d6eVd}|l=@R+x23$j5ZOb`y-W$6Ob1RFHM?o(E@U6Q1_s?!BSgIsh>Ai5gGp^)RDQ;*&X}o&1K_F93_A79|${S+WF!YZgg3J8t{*CwTZFj*3 zELC9VMYv5xI{WncD#GEyXpFhSvp%AEvn8FuE$#CNP-{0m-5mtik7NsFztI1IixU`6 zK7#8CsEO|G?z}@Yb}A*{M2xrK`0nrF5?kM02Qw5&YYFy3bVbR>jLBu8Zg~$_M6JW4 z$1FEd-FZGKac8M<%6WUk`i~PoM1ApcbPY&@YCM^+Zhvs}o38!-@#@vzGmsjYaeJ{t zf@ywbeF4;bPB#HlutL&+c^~tW>EU0c_XuvsjRZz$58DnisP_P{DH#kH{@W=n6@GmD zXOdDhIA3R>-r~gck`u1jeu?U_`i7SeV-z2S{54M`N`GuhdEZeyJ$NYXaS~ZsVG#-pRDy(!i6I$K>JJ*N zW8pN!%hgd(`X9@X_~ZT_Db*}aJNqW^JlVpA^hQ1D=V~2`?3Xw0T-$p-_#xsC1IT_70z2C7vNLb=`kdIMNFTh?`qUR zp#VTQDq{j-0>u3%*V)`F8@_K~)j()=mDNji@#@2e4;~L2BrjyT{)`1CelH8xU=V@MR&afQ+$wI z5_|=;MGL0mw{JfUdJ%xZB*kr7J%La?0yk396?jFY3!rWo5jz&5``?k;@4kZhc$8mh z0yQ|{kF_QB+RR+}X1o(-_g}9~sin%9SVYn?RYkfJNM2Iju6%-Gp78GwsDEQYy?bDWxS# zk9AZ|=I7TNqI|uAsZqtyA9f!2>yo{ zHTqPaI=j{#NU`2Td1`431R5AOF1eQO=P(oG7I%$te}v^&KZ%mgOyEL!@6Nk8E6zz! zXN9}sGc+W_N0C03az2gQ-GFQ26E*We5)Q6Oemla=_;v8VqM1Z!k9|+}Y+ha0ULs=k zIJOZ5Yi*S-A7Eyq4+I(5C@5K9pzhkPm&1*TJo~_Wnz?Bc1Ay)Z<$0FGO-*;$c3w0m zFFE1!^BVWj|F?J`I#&=s0ltBkxcGWYd!ql=Al#U%^ zM~!Bu?NbhSW3|#`E=uBh*A(d(Xv0%hKJ7cX2aqS{Vq{M?b7H$`BAoM4F_XX3 z>Y*!HvZskf?pG$w=K9rb*Z7Wa>W8GIaPw^5tT_}J(%F!rs^MV%PB+46XA?%v=9I_?QPid58Ch;-!69Qp1^f1p?nO%Iv9Fw6 z^R78^B%Kv+ZwFWR**T4;lDuU5JP3A)9o&YN8%1=xa!B<_WmgB&)RF@GV=>1#njz#C zFN>zLRt8t3AtGQPa_sF}``a;&re1FKB?GzKp;~lnLTgwD>SR4}*twZ_ve*%(Q3WIU zyuHO}dVI>C)N~^S3`LXgOD5;D^^FWUP=ftrCz~uYl6O$m4v&X&QgK3mK;(UgGGeWf zFyquQi{pM;U-MIWFvA20&mgm>h3ab*d<#Er>|8!(bY%_|aAwYS3)Q8LW4AL?B(hf| z@YxMxIbT0vN`r;bpzlnur{RJ@IcEs33dr%isN5~d5Wl^YJ?#5O-1o8yULFNG%gFv*N@OIq$pH%XHe$-aNt(na#p(JYwALL^E%q0MDDU(d1#FEI($yu$Xt1L2q!J2p1Ydef^c|2WY?<99TY_attk~M;1 z%*#;bnQ9Ve_T_1H#wR4~VU5Tgo3p%1`AY@1gh_#YxA;LLY3lgyD14BYas0gCA^=#} zPo{t7=Z8?eZ^XQAx=Gl9PPd}t$*rR8N&`#`me1+}(SCn$CLVq|h3%uK|J0Cvwz04N zgKrKSzsKN}_Dm`9`?xMYC{Uo@Op2j?Qc>xBVNQD9IgX|`gbN8)1x|P0^Sa*!e`-C> z9gxQ4VaU2gOIIzr!9YP^4D^j+U3r|;HOt`4daXjuUPf@hb+u>TnEjqh-)OLh6DGKJ zLn>Q#ka8x7WQ~I)dezRNCmthPn>*}Vd}XH_q9?(UyFuyK1og>VfRy`+xXaCL<7b?< z_-`tGZ{ZR3e2Lxs1C7=}k%X_538`^a15G%&2>JI_=WWJ6o+zQ`J`s$a!V^HU^SjKR zBlj<)`lBSAv=LIl6>-9`pc1~nG(GN!Hj$E|k?+EZqzJjdtLE3Bhc;bnhW`f?cF?RT z+@A`ytj~+8ByGrP>`@Dlz9JAdeimW0V$ban(G)i%HD>Ra?oJ_xC2No)Psdy~#K)At zXe4Bh%JWdfA`FF&GD<5*qRtxB?%*n8YyUeu5F?uVad1oDIUP)K**@qX&?BDJJLgH8 z%TaXuP;S^s^Qyp`|CK(yhj$7zce@>{_jw}j|KG*H4&oSysB>&)t9;8f8(sipp!uLj zPLv6)t*|&XMflZRAEdfjF4af=ERqv>UlZ0*Ss7haKy6RRtQM?=l`n|N zX?c0!2uXjKZIEQ;!VyH@;{deC&gmie%dRE;!bKE&Y_@Ne`- z|5cN_x^`V;UW{Kz3FW=VrH+pHoI00_r(p8}-&}(y&%Y!3^MTj|mR ziw+&(ZF-D1IGq5}&Bh^xN;WCui^9j@WEK(}edYi?P#pn01c`$sIOMJu9Z*RgR$-4= zrv7Iz_6=BWjiMNLBgM(plDOoAqxv_@(t?cD!RS=45sfIk7es@1vjzoh0dGBD=G&;S z*~)ek@>tUJ5ed?RW(7u^cVCKBD{c{NsLeWXXB+J(K&NCAWJYiKAu_*k5w!r`<%Cvc z;l-5xb2#~@-h<2NHB1SXUsc7$b(GVPQR;Pcx#5GlDI0h{K;sCcc_W(jr#E5PjCZTB zb}d?*oDYGYC@LlG-bdGACt-Ue@_a(`L~+)|Ysj;2L3=o}#Z|UZ>(b5kj@kgAjgz*NFY1>M& zRQpFB$aIuCL@mT=;<)GLQpwV|;hT&pV=*V(G59cLG9rGfj?0I)E#ZU4o%nPCzqOtQ z>-V8vux0`Uw?Yc}Y2)zjw7=0Rs=^YZa`G5*HRx%?Ovs^J8lUk|dZ55V;A)yfP2eWd zLQT{-9Vt_kH>J>_RDuMOBPgN6pz%j~S}agSlLpM*hMILOH7;-buM7cV0>FMC`Ehb$ z0;mu`IK80tW$MUYw0;`rF^TvA#Gk`YM@Kp??07@tw&m2DO_D7V~t-%|8o-KeT{&CFi?Wy|2ndDcQBMT%k-~<)U`uId4++A zPK@e3mfEki&taDOud^R!uz_v+hV0?- znM(n(o;;yndr)k*MU~9zIt21L`dH;r8fs64guMLxO?>EfT5h@@pDlPIcya(~w0;>c z##FV>F2sU;1YN}aLQpa~tGA*3U-@L22fz=$yHba<(>i+?VyN6y?YK+K?3jF+G0VNf zB}C8F4K4DL2=S8WiIU963lgEkz{kj18Lh5_TdBlpu~O*Zt^)GXFXbA&J3`N{FQddH zMs<79nKY2#0Z}Q;FAJMOzNd>bep>$XtBHzAOI2BHJXh?733yF}M~RLWn;cxvON(E$ z2reGI2uNc6Cy1Q~jfs&JBobyr9q~_{M|$d;g9yH(3ML~NgPVi#bij4`Q1cV9oDtWY zSS}D>1&DZfZ50iAmYJ>Fo!DgP0|}04!hR3Qqn?gD4=JMkj*}Vo_;-wuMdZn~O=mmF zMhSl|_9AT5)wSV~ewRLzTVDEFg2TVzZihf zr;w&1ew^tJqp9Q@#D^ZS50^jn^LEZJ26WpY-Z#W(erCK;%7g1)V8|LGR_NC3`Pm%b zFc|Bp;h?CmDniGV`Q-`Qu@xw#$TJx^#``8fc=gd7hs}Z{1S~Mdwi$Pre$|rVK-m6F zzz9n=z`0V262nUj%}pKbX%S!juqG3zx0rP&`rql!;6Tmqj>m-#1&`zpE-Ybi|I`zu|o( z@JFHXuFpC9Lv{{)g^A_mmJ3aom3eWxJW0Dh@DI%_jcjBQA0HoEZ$Q({(JTtY|R_-5$FuKdX&paPA`GvtZz7=N|byb zH!Yk*3FV6hY4ekt);ppO_m?jR>4TF)PWO&^Ac)R(KB~x-tNO?9@DV>D8~K{%Px(%Z zSb}G|D=*gy{&LH)>!XGK{i*N4R_=97Og;-o+pt16uNxNa!ykL+L7kQ%P96&fz%=6I zovW*))oPZz4wM*VvC=Ve)X{T1tgN%#`;Y=2ay)_}+B$1Jv3+Hb~%yK#`Ie#f#QWuqFu1uyl%u>Awp$9Cl}&vwD~ z5e$An@@4DcdTaCzafvlHkaTlYz4l#^gk%Fa7WQLg!ZE(v^ur^R%b&yWDad0|*g!tE5vw?*~{!xU7 zDF6))@iTs_LTH$eXuB$Sb1lOvXrgji5ddGY+^9fl9LL58&IyK07zSKMJ;G4i>-UtD z$(R%7($r*$U4M|-nyHOz@>rZ{Qo^z==Am`3O!ETSHvdm{l{DcMgay7RuDA977`ua z0z}r+B^kn^_1`%5I2}|4vKV9hh6P~nrDSLQH9eAUXS3YJ(-&>JcsM65Mc&6WOrAE# ziWhzH6o~jT`7d=$(=(@g102WZ0)Q@>OI;S&`MkB%$W>N5_zTSVbsqi57Cwbnat7Otv{ z^aSoR+frm=wjPmtbeH8+C17guSXp@oI&JYhm$lkYV^JvrgjG}+E2HnwRRpSQV53_y zhAZ0AF0q+boi6Mx_=mF>`x=ok5Z!dW*=^gJqv?8KT%wT(RC^60$}5X=s%&X9I~fj_ zm&Dl7yh9s(ESiJJG;4}JV^VtPn|WA7+$$~ zACB|s8|7B-ULS}=i!^TYstCg8Fab^yR92JUc=w3)p#SBH3~XA`l%kvjR0NUiyu8u^ z#3UG9@q?7(W(h6=09=iS(WTpVG9}tLk{Y;jLNXof$V=$bwyfU|QX9zH6cXzCH}LCA z6eep8aq8NX!J(|y>caLS(*a;I8C@ zCu~BJe9a4L4>uJj^8D!&g&h&y%$@u2+_Cv~VBa4)+%a%JUM7e)9erbi9x9DmlQ4W5 z^E<64dK0B#!0LjR5}}P*n?Tl!1h=xVGmdduBi-7FjdKcXu^$!HPIMSQf*K&eL7DTD zhSr%6DSg-U8;d+ys*S-UW`YrP!qV6WcX5ng!&GWYe2(;~Hq5QVwwfWn+aLhV3bno- zI>hs+O`VTM4zVX>(Q>&fzV1WfKU@ecoGC!xT*ecjT>w={=T&|S?h_-EqQ*H-2UBbJvEFKO;;MnPkSHn%{4aN+oacbd!o?%dNHYMtj3rn zK?W!==arO~cCsQ7dq3D6w_YfK;+;gRHsr+Po*!(%fC|L2@Q&bSVG)1V_$14vynv&C z*dw7(sJYu3iAGvmo9I5G;}z!0v};mTqoE_iocT$AA@NZcB80rsp56Iq>DTD~7ruRC zk9PDw)GlSk!8<6Ns}g@s{waQVv~0htt9lT&zr?NhMtz$OH`az2d^f!;UUm;cxDspMbsyC3O3b2}FxQ#+0_HaS@qe#5>gs1M&)_?3DR$a3vi zK}EvN@$V!R4KWnAB!lkMvz>ix(>bXU_*=tBve9@YGM9zUDwtTIl$D*vXFmjh z-XM5&p0QpUni{+fwMa8|I11s&?^tbGUqj-gi#clR8k9Aa{a1DjgT_XVkN+Jm9_Lkf zFQ&c{<|`rh)968;NyeWa-~|c6|(qZLy0rSYBls3h5HbADJU8xgI^8%T{!`~AxZ-VzVsi= z8FTzUU`i!N@2s>M3poJZC-T+bp?jhjt9BGd@Wtf%culnKa+q-tN(sp^0;6w{5!UDm zczEqYT114o#chGb&nL3H{M?Fb$uTOhS@4MX?*E)^@5G$M1m09j9diHAQylWq>pZ?2 z`ck{a=?rYVY~D{Eps7Jh&9D8JU;A*V!0hBG@a`@nG2R#*A&A#@^%bn9rX4k=BQ-|C z-9z{93{D6uIUYG0oT8eVG|-eIBO~tyb!I2Cn1TRFO3ct)h>s(mys9ehnDvsV+m-r> zLNHsr#C#3W#-NJF^E68h2xV>|%OExEi_kAb_gdH?azwFhbmPpW@JpXz8bC#$oFgZ! z|CLGR<^e>bk<@!65KiX>H{&wl{-JYelpJjcxxhd{=yAu;8 zO2a1;yaJ7^-0J;Df%DTZ%+0pcqHtiQmC~_FPQ2no5>Gs|&J~qOOPE|?U_AU*GCA>+ z+6N3OA!&EbcOc5xP*?2D#{L1&Xs)R?cqTTBjd)P8gk*8MRI_w*NWzZ^w!GG!v0^*p zEh!6|+@LY%JsnEDzWiB)6j**#W&bfPu_c~zOLUa~`O)LpJ=qTUqEY4VvX2G+{Z-Zi z%xI&ZbB0$cs;UlP&c^`+MlE&=pi-R%t}UP+5B37RzTJ}(VBAN=?2e|1FlA5m-fMPf zS!&d(Aj{q%2^tcDTD7fp0PKu*}jMQO>8o-KPoRScOq*aD$8o8a2HdI1bLh%48EPxl~*0-WWp zUrYn?;)aYM>NuS<2|{S$lOSA%Sju-rwIkk7<)OTW@FDC`??_n3}>y$M4 z<6SQ#?aus2_Z*Q_{`~}C4>>Mu;{T@wxZ>uyuvl{JAj zG7AU!?yrrQKS&HT3B^bnZ#ly}*vXuko3-FNecKtE;a?|+iUf>x1lpr!)rRYr3v)}?Jr5~c#l$;a^YZkrlh_s)Q6et@z z-~jpj7Ml>Eaq4+&*|i^{zI6Zmn6PK%Tz{=SU-OH(4Q>|dtAXs_lyvcGN&>^bTA`sl zJRQ68%9!zZY&@Z=obr)yy^2y1FU{nxsxrot6-Z8Z-rC%V~Zw`m(pT)}a`c*dVFKX};4s zxLvSzl@-!UiZ(enmEL86iyv>;d6E!P{0-_XqR#!3Xg{tB+CGl~9-2&v_$1#FSz@Oe zbhLbz6()S2N*5$kO{18hK*{6DJL0d6syoB8^Tzw%=cvlsMuoo&JHIA|IJOOB6)yc< zK81_xl^eUV>&_@-XM1^WL)5DDUQbO;9Rf8^fhDNWia=geH`8E(x|I=x-E$mGle@2^ zgx*ju2j9n*GGgq+G<+$@dq?3C9usfp-?}8JC7$K+kw`jcEQk=VwpkI(i-k*9EnlC0 z?=X0>Z(>L*t}(@m@(_WUYerD?yGd;de4TINrL*ek6Rp z?Fx?|{xEL|-QQXADc`IinAFX(f9pH*L@6`|LLH`2k;16{L{If@kO*KqBlG{76#9ir z6&kk3F$;W^VBr4t_V!jh-`vab-oo)p{M9=@L&7h^W?8Ox_+G2_qzF(=HNRnw1&MbT zMDo8D*VRRqmC2A&++k<%WoeIbv3}6#L42<%eUG`@EN5+l@~sp@Bc8ebXf9ksNe;9~ z)48n+%ImO2&}KWlg~pbhV4v46*voTb{O9l(w3v$|p*#wyel54Tr}En6%?U3*X=6ca z5wpOnbWwTM9Lr1PSgDz)#CL^#pyRHWqN^YrQ#Z}*ozNUBs;D?Nq=EyXaW9J-blBP{ ztUJK9{{?7_5Lt6a%FJSIx+l{n|e_RLo{nNh?!R(`a#Zl0lQj%?(*s*Y`lTZSY@LucOl8Wh)bS zyqx?yr9j?dE`)`ff50au))`xmff5|cZDYLmL*2vs%s?P6q(6Q{{Ci~P8Y`e5)Hpau zk+&n~d`QjNvx(Nj!g;y>>=kE64Q~P5P4N2XxM7O}IFox`@Gs9*dA;EdPG-_N63FS7kHih!ae;Fn8Z@ezN%w| z6d_+B(*i<9&}*;c0PWG)>SWVlEH_Fp>Tn8wRf=`#DCP>on@L+1Rkm+t9$Apbfi(%& z!|7*-+@VY!H-VpS+DjBx^Ua;*=yhOiQm8<5Au?l}&w|r0938BxAt;mM0RbShtTP;|Zg}a#U&Dv}18nmRoPw z@IuUy`Z)Q5u%TazLXby%j$>pTgaPX|tPQ`q?HjE_=8}HmRZdvT6(NW&_#TP`JA1m1 zC~(=rpOVcXo;s!wCEKT*5zOjIFddm5!ey0falt-hnr*|~6OCWwV{P#AoTHP$L9IMp zH8g=AoFyi~3n`F)lzAO}ZFqF^hgQjR&Vg2vL4=w#}WV9wcCb1Qg@P zxBK=E)%=G6UFcV8Mg;yM_A`~mLt8}%H~I?9bN~KP?jM-%o%GtT1q$3RI`kN_>6GgB zhp`pzN(7P&c}fTQ3UEe@kB3gr`_^>8jM=7)1MOnu7g)L)MysboCdE~ZSYg$lS-tE)*4L%3D(%k zxjUuo=ScqO`t~VdYV!8KTRFAH?^=lB&u*W%;ISi(qO7W}&fK=rJ?bh_5WW-n6d93t zFLk7seo($K%!9e_vz7^_M5CN;Z3ZhQUF2+Mh->x%6JA?4BtlADPb87#I0? zL5qLt**cF=oH&JtV}2*6R$?>hT1Yl{5DA&U5dz-t(ZChKaCZg%NN~M#{%z_;{u7W# zf%5w+NRx_ce7s+I7Ia>;3!cl7my?S^l=y^)ho@(28w1!5pf&(wMLj(|pQooMimX)+fgs|=0{lPQu*6%`=f zN$q$D%=GpQnG1^QO%CkeFqs+6{GBZXY!6>eM$!U%4fI`HQg~)6jKOCI#>n^6aJ_{a zl06r(f+bTj*2`u=Z#B-0lmE=sM2xGDV_M&F$4w5Fxnv~I{8)R(4U400;%OT)72oG| zNpf8A7AM20d2T>nZrMMnPy1m7wL%yo9_#UCBF$GDNBaBQ*aQWMdO1aDy&RQqCO+^ z>I)LLGc`Qb#w!;~a^mz5d7MAUU<*5qZZy!7J>ZR_A8q%lO>*K?kw~Iqd}3s*<{iwX zg^Kx%{Q1Mie8t||W)opul34;W3~Kz3n5yizkR0sXy@z< zi0Y?~n?{-s!YWFdFCA=%JBh7UGtRRMYeTUaUP-{%pdmhow2Gc z*fF)y>A#1i@EH%0VfqG2NPNb|-Y}n!mUtz_C+|f13ot6tdS&MM#Yl;mWe{*enMBFL zFJDuBqJ$~f5Sy(DlC(FY4-?&J_jGh}teQHbZupobd8=vJFF9w4#2dbw=FFa7!~9l6 z7*=V>>+O9u8JbI=nGNbBqtl@DJImg{1G20DL;#4Qg9A6~j% z-glGP%XZn|Gqvt`bo$Abo{~ZsD^4x~DCz*41+s_zI#GEGdf;dVw1Pkir`!HvP)@ug9DKbr3vzd3 z^$Bfzv{Y|EX&CMeOV;f(`N;;FcT)5c2Y=8w9PCfktu_;q{=65EOM3k-9^!Pe)E}^o z^CM3>d2G1u`5JcAMOLP~lV_TBJCf&C4g!Atk{`^kEKcXLNWK8VR#q^b{rdIm!0?C! zngsVqN+*%?l7zY{YINjxN>2AXyQ$Q=Hbi|8+B&(NFMHCKqx2VfVpw<00#(R>+a5Fi zT5m)sS?N#?Jxtj9b3T8;dR_Q{fuxI*h6Lrf9&heOeV7`RZ=$^2xi$tSg4L!gqnZ^C zqZ5PQ7$PRMs3~meQY2D8wkUjNdx?yVI7QazY?taS6P7zws}sBgkJ+y5B(_qjmSuhq zgJB{}2F`1hF>x zHP&h1$0HvmTcaNmD=F)lpX;TRW#LxOVX294LtPfXuM%bbVXqYEpXR{;L!8Q393fy1 zHG7CxSwT5YLYgrVN~Q9X%!_d6^fx{0e+Bw3$UXCTJkZ?%GB-lH`^oI5o|n6Rw7l2M zM-C7=pI;l&ysnfNBvMcen@r<7VygFZ4&16i#99{&VhXz}`@!@S=Et5nklSGazVIWN znMlU>cpnJK$`7PGq9volt#-0~?FeskVBQc8Vrgjdf7OKjs>$zWiVEWdyU`z22s+}; zV;K^lGY6n~Bo?m^Hl#&9k$pH4dB7t4$M$x0;F^#PLlQ$GOj2dM-ifGf$`C(L_^kfO z(w5i7bIR$fg`~1lhS(=NVy1Gk=^qv%<41bJYB0TMXud_ZDUoeQ8BT+@oSdBC=sF@I zLV|(11YyOF`yN`MVocg6=KFd1y9TXKoKBw zdF%4x>^ri3Xbr|ynD5T11U$wiF0ZbXK7Tgij%m>Uxd5T3@%mhE5^{(-WcgKf_D@<- zJC(dMrNUCeUWVI#>BBZ`F`MyF0;;9K-O7l&L?+4R3)-QHwWnuOIiRcz$m7SCmgH@0 z0MND#{3TL6>iX&`N<0!32`S^$uMzkd9=*VBdV2pz5q)@Q=^?nHAKj3g?kN|K=}Yk_ zqy^9~$?ca^fUkr=&%hvbdhKykH#0CiCN;xZgNO)!Y+*o3V0;)PFR(l=(li`NLnv9T zHfz=J(|(6JVDQ^tLR+<2mQZn|Oc8+)^X9FhsWyr6 zC_cA*;0*4j++Yg}3#X%FCPp7aUB7U9LC#eE&p~TJIu1G+`(CUe(tIrL%D)9gNJg=cK>$>7u>t(%m_Rm=bd9Pi_VcNX-;_@Vk z+p_T z2jt-we179ESKxFIBkC<~C{rCtm>kh!f+Uv?zl#>>(+|6(U6MAcsFnXd=MQ@UIoxVp zXoB%z#BjrUHH20}63 zmMf*qPsZ7DI>N}vT{;+vF|Fbix^clDd4yHDupk6B%mnS@yGu#VJi5%3IP`zuCjQhJ zft|BJAESum_{OoDw3MLn2UI+QRm9-PrgE}4T86^Fuoxac&PiWngwnM^Oc6~UMudeN zL!GjwQT{B$hJ$()pXHzBsOn;0Tkja(kgg|@zyj}(&*VXI5o_nhIOM4rHz`ofp)b#% z)bDRI+Wp$jOMzu3Uq~d$(VuSmg=$>R41U@x*n-5sTMGxoHQ!fjV0@*59mPn}T#-+U z0ANF1T@h1m*4E76#6khBIV4n6%=bGE0$-E^P3p)WPL%lE-RMX*$aQa2i{D%BTGmRR z$O_>4SQ3d|3;Gn=_&`M`0|hFp@f{(x_YnbTo{dNl(7=J-^yP^h>lvPw3Y8e?k|2l; zG1AjpjT!t7*hU++O=j1Pb1RdwB0vD^|2pe=SeN%;LN=AnlQEuJo)CSd!{ba`N2@-l z?x5>%d0K>4HupnemHCV{xv`hbaM*0K)w>{lRsn(E{}*}$um(t$Dw`vA z8$S_I(Z^nY?b|xl4Ij&IYs3CfetO=GdV%fDjr%brWak&93Cy48fqW!a`+=+Itw3Cz zRiIsK1~==V;Vp7wH6KiiUN=@NQ^WMGyJ@U<^H}w@G=ofxrgxW38IEfZEiQL%Od5p; zwJkOw0+8Lja=(220>2K@Z#`&lYHHH5AEYv&;AXppj*%&ZBUDqIURv^;UGX1Z2RIp; zAGBTta3_G{_M+@#V{Zkj!bZy<@^T8$CiiFOQ2f`NRX;nT$7C>yT|Kd|lXIYyu@hmhxF&v@b4*^?+sz%-7ARkunCe5K4elU2 zWW4O*pENXr@$m=?fD-*PJ7hHeqkiiVKOYrOwBHpsv4TCE6n8M#DEicuz%#FhbX$9DOf_t?Eg6@+T z+A9;wO=EO!=OQ!YvI4FFrw|ZdK$-H%q~Cl{yzp8|MFR>!r$w5voT9;L_1rc02Ncqq z7L^`z^iQa8H-W@}dlVov9ID0tIw(lGp*~*D;xb4@BN)r+s)$xzpf`QR6Mg(ol_|E8 z%XDNy_PL5f^*{J1x*SmEfybjKAvxKh69)G*+WWz<;IN|Qcpa!2IPy6aY+tw~8YyG- z2bE9~B8&Cmw~yUG;WR%#e|qZy#;B3Ax>DrmF9}#j1rQ_&ie1>Aq^t|U;SE_5Bik8f zlceMgXWq~vWdXK7W78~c4hod&XlEKs34BWt_U`ywXY4~qg+m+02@C$R31+3~5-KWF zG}J>E@h^gPqH3I+^I7V|pd3JWumX$u;`Y>y!*wW`MR&9Sf{CBO6|XX^s)vVGuYt$o z%#4kV4Z`k-*=dJ|&h19$F4!V=O11y$RWSZ;_cOo9sQKlD+qi?3I~4%icR=Ws^h@IRz!>tlntI$__y01ae#LtGS`vhWKbTFL7#c&licX~{k> zD(ChPosd3Y629rxKz4C=CqRgrHDG1-fE|gIZTb7x{(zdAwHCVL!|N)pQoDyNilMV? z3j7A_YnrJa44R1T+$qNEelD?Bne?y&OXj~b{k+B-XJziv&@L=oj0pNqFyMWk);k8V z=3)m(y12M-V*lL;-(I8C9TgGai1M?W2|kZi>K*Ds;__U!7)g~8c3ewnYs|0Yr9{g- zum8HK?=H17Ggr}Nt!qJWzN=F@K6{BgZP99V80~|Qj25eOqW6kz z0k2;&5bNNb*U{9tWLXJXO^Hw4j|~OvDn}q%cEZT`bAnG@I6P;oLUn2J6czD$B70h| z>6*uUY4KL9C|YXntH)Bc{nt!M-A74_B)hIVdY?G>jSH5Pnlw%FC`qW*8b6)WJeOO+ zeG5gYL=?#MWW5)RTyKN#bgIjHYSrAF6VmX&jroSiX`To-Yux_ZV@zoc)J7v*)oq%F z(J)~|__696+6VsW#mzOO7lF!-pr?xz`OO4nPqb8gSslGJ!k$CX2wik)GpV8$H5!f zT?7$oHSfxbnL&L8>6=G*thSK>5JJXCm<>55OI$`7^0dU{ z&f0;s9P6GK`L!kO&CqPz2w5<71?QgzhxDmCuSW1uQfIllxgBriL^;ixC8Z=dBXb*l zN9jiiX|+t(^kx6PrKmx13f<(q_KV@uJ2F~RG0hHeHG^sY&Cc(cdNXbf*2p*2pS9vE z|K;0P+D>S9A1un*$)R1*y>H!)Q?Q>4aUJrKE(zeaueXz?eYAI^vF{dV?fm*}($ZWA z0YmDeNeop-$0sdiBGLS{tEzh(>&sdtea9CbX6uT8FA<}bx1N!{I(+*n1@qytv_2U{ z)A?&%)&R8 zE*85ef1ouW`KZlL#3^k-pw2O%cBAr6GJHIO}$0 zG!0c{N6kjhL~1@H8NQO>B<8t_vG1^}%h`Gq!D#zmG5a`aZDox}SK=9M+S~)T)8B+i ziO%B+4357aR5y5@*>p!ex-HtiYSEdzKmh6x0{C~&-cLxwym}Uq3OIynV|;86$?;>5 z)eX!hNVnyDC?jOmf~|*!hv~({GT~4-K0an-WTb*$K%y@ESeY0ZiDwhj(ySv}RFor; zN~ZcD68}7=)#6xu%?$u_$j(|`Hrh2wyl+0*@;oR$p7)$SN= zLM#IYqNr-41wqlB(}>{BXgrKzcIK5LvD<(mZu9>}r=}v7GCLfUxZ7@T9x<}B8v~|8 z`0!!WV2QoMPfpQyo|ZL*?;u+Qh~f8hHASpHlHRKPz&hglzpZ)~*JtIt2v!#7iEGpb-OY&#WT>T}ZK8`%59>8DQ{1*9z*kB=7 zE2BO;XB!pH!Xh>LX}V=b7Rl>t8Tl3iLXjJ+Z;>@0g?@}So!}u8jF^olDB;p^Z(IOa zdu4@%g>?wi=%vAV3ZMO=5k;-xKNd$Z)ePylXejwu8x!#URw>jb;d*Bz*9M zo$p}*EqAnX)!VF0OXjY>V>treeG6az-8{MEwa-`3S1R-)=#X+XU0?Ip>fVlK>L;TT z5(;Z@R{Or}P+_+q=;RuaT>OEKy8+^P{I>VAt;VHAPi9A)e9h>JWi~T!uM0>5{_*a* z35~6xSucIU>%WVvK<4c=zPmj&GyA2gghfH=85Lh!bYGmB@$c>D4X)i-`D&T}id2w} zcB@C6Ai|8|$?tji8N(%+3iV~lu(e3l8o14x5k7d3a(||CO$wY26JukbgGBrPCt!&5 zKig@Gnip`?W##6YO8*fhX7W9BJao0QE8CVdGd{+UB9tj>K2`*$-`4iF5#&HfyYGEF z#m39DLtgwpEx_Ro9SFWmP~nG9j2Fl-Iay(GPMNRVX8|H3nj23Qp|pZb&%g(#r}7tf zm05ZjcG`cOxq$7=%82t;Ilfl$j88_ustiXVme@cWF~5NdseP2E*d~a>&NUdnsFs(C zfb-;+6ps1soRT8(D{e|8kLwTyXm$vRqd)2|DIZ(!?P+OEkuJOI3X)beBmLsy*Aw|F zgK2y?y}Ad}lamlOWx~q{3yp-IJDQT88_nBgo*Q)%1;S@M{?8=krntryRm0?Kr2w&u zdFJ9$5DtWZmS&0}G_MVt{Y;m5v3I1sMJQB@Iw$2GbZ9VD!AtVX$ z`+*m$$J%d>S;JYXVpkLKWZr)+{9g8nmc1mnSPBM|gV^4os?}r>ikuQmlUG7gjuEYQ zkQQ?kq&6Nf-WQMbG1{aj$3`Dk+T8C5@h^g=w zapw#UC%?p;#l|qudb0Quv-ra&jS4+FVeN=-x*O>N>=;o7lH}Z|v`F_tqhDg*6LFMA zYIei>av^iZQEs$5JDnDBjv~pq$l^GMp$Mg5-v7`p5qft-JT^`FlE>=(vc})c2v)JI z$H3v+T~>p}`1Ct&Pwg29?;ZI+x_*a7>G4jJ`80A9$mw~vIoo-U)rd#EA`JK#h<*q} zEvT2bcho;AB9#A~gJ6lrQI=n-wI$Or^rX|TwecKzD?*9Wb~#mEfBCxvif-E=*B+r; zJMbEWgZ9s-3uF+xHDL#r6c=0C*@+fkZSU>99l7akqd$A+!%BdrG{7ZpPvyov07x~-;XxM zkWud)8lv!o8&Dl8%@h>+dSL^3*tGC3W)?j)oxk)&O{kEVAB`W0uU|t5*>nPq0`9_-^nk3oYvJDgc2MU=@XDfh9XLZY38KWO*e-# zHa?bz^j*NTYUVsu~s*pZ{#1j&MW8p<8#L;e0xhHKfdT+ ztjIj1IHPo5@?_9IxTdSd#ANF2lTd$ZxJ8<6F+Y9yFg}7`8YA#ql&=Hn)T+}HEdQaj zx{B-Rw(pe|9Iq%uNU!u4pCkQ?QFZ)DQ8&@tmZGEG`n~UDlN+LqKp*{Xuz3TMqqRNm z)+hALjqgFu@P7)llw{fJ^QynD8_yra*v&2VTb%K(jpPw@HyK51(NE^;Mq#t!i!v!Q(kKw$(W<2xDAZwAuoW&f|U} zPOP72HrYA<^mb``$@tP@Q#Pse_ss9yqF+q@MM4}^(4xB^o$hkb8K)-N2Ni63EncVc zo4=@_vkJsWx57|ObKv<2gi8>w4(G}`__8h>4Q^qSY1pkAzz%T{dx6#Q3)-btVZvEU z)VEs>61!e@oSnbkcW*N}TIrJ0N{S9~XxvD(_BiT#h=?v5vR`;oWi>(H3hj#%lanrk zJ$8ViI1dX1mHVu-AlmK^SX#tEkqZHTLY;3eEuU#6z}LhPhPp~ty{a{lhtdE#kqTVx zR;O^8-Gg^Z!33w~oHEjlNqc7q0YWnLEOS*VknjtNcMcN*&YwriROWm-wHaNaP_C!%5qM0bwQ&SrXN=9XIacH-vo@ zLbD+G^u$KHa@)`S0{TnKMK$iEmrfXMEt{1424t(h1(2(CaA6 zd=`51xl%~>szPG3LV}SlZrxqoKqLfy3X6*cZAwjINrXiH{_r#KL}kQ5vw0*Kux&mK(+eba*I z3i6+`Hb8%AM#4fvmFHfA0O{Nm8gh1j)`UGwV#|SVR?okG?#R3>_rKW2o0_RJStOQ_ zwyTB(WRH*2Aa?bo{+QX}uP)w$H zG{+Y-ntz{qbucf-tByFNM#?Q^wOfB?i>97tQ(uWY5~4#v@{(j0@_ybqk#fDBCz>K$ zC+(+c20W2QW`IxTeeWUNXM}%-*}uB(DC9jw9#j74c~UW)uB0aMvyy_1R6Mc$0JpM_ zsEUGm-IqnR?v6`_E{}pKf1vjcFKtPHuH?7>@)Kt&`;e^`#K*8)B&5Fv=h84qOZ->z zKmz}0h8DP`*DniZ7@{>@ev&oezKc(-Y(M`ggCLT*Ik6mQz4cD#totar<7y)Y6zYCF zUmuw-m^ns?(Es#$e(IcNF5R5wHu!HR=2mLH z`eB0b8x*MWJqmmE4BF*Rr`yD?0uWEro$|JS^=Q$d*$7p~_~CgSno0c5G z$#&=)j`_*!HxnqrIAGX%n7q`Sv-arrFPhFv$Gb-!*Y(3Ey);py^YeqyROqeDvi!V= z5V14DLg%w|K!J{;3sJhzL5XNk*f8}E>C?wWd7oz27$Or!6cIl)J$=$mX3q(_@#+tv z^dJ>_$v%zdy9l#R61-#IwbKj`7Ri6i>FY^KPbWvE{*~S%E@N0->63Jx(a+gl1gQv)#{r)9f#+ z2D$z3c5zon~`UJdN*w-w9!Vu?amuvL#Lkb^^kn} z;V+au;inBhW+gZ$}j%4_Po1RKviFR6t+&CE@1qc5Z}w~jp0 zIpCN8eeRWh%Nbl`Rp13^J;^wzfZ|<5=23@J#3MGoB_D1O4e@Wte}s4kpVvf(Xcyqx z=?0H10?w)O`J?jd2i;M$$_A3{*v#Yp5RaBw9$wdDIA$uGd$3DWWiuwa zHb(@4IuAJ&l`yZQjHs76@7xiB>Bc@fAT6U`xFxh-Z$kU~nkqFPj`Qo4=(l1gDI=Va3sbG3 zB6@^^jD*M~eEysOj@?~|I!#O@f@xyw_wUPIlw*I-ZY3opCJv5Ac>OHQ%(CMfGd8>@ zcR=oaAx|RaD-3sB&!e~TWe+%>yJp?u68zd;ehfSGAPbAxPd}fKjbT;eG2*m3o8`5O z6VK&m=D=ap&h()#nJFpO(@3Gr*J!Gk1?k4*>41FW-7Bfatal1=^x)zjDV{3fZ>dLdy*i7zIc6n7DG7LO%Qit|pg3c^oR_4HPpn9Z z>*9hqht47N4Dvzd9d7P_{mR4bd+kxG%~BIbZ&as0Te+d-#SkHO7D{Fy0~Z^KkD0Mk zI$>gz#1!}0W){t)RK z@`vO;DNtI5zQI-ajU}xmEde8krQjc#r-FeAG1uGRpK!IsxVONitw8mK)B~Tn)dRmI zRu)%gw_z5}K^9_KYsTQMQ%OCh-}|W4pZR&iK0ebx*2<}Hby=>?3l@;+-kj?#DUzhX zCU}H3{^*ASV@jdp$WD2VwczJ^MKx)p4DVZ`DaJpp{JN0i&b>J$0qc7GoX2Y?Dw8AHu6Pn+k# zH`r~W8e30}j}N_CK6V&Ed*`C-(%Y-EBWNy80B0ygqR#dnD4-kxh;H2xRV|1MzZ#3!DcCl5d&%rjB;%tf*+B_3M#|o2Y;9lYE;C= z6Z8jD@-wbz=16I}TKoCpigOmNt7$IIpLsz+Wa`-X?Tx1N2bv%GxL>LB_ifYb$bVl| z`!5S=mX}4Uh?amMF*YqN#G{Xi!{XAQZDRy_H*9wH&G#R29zAQiG+l z2Q$3!AFQu8{~1?$=`j|7Xwo+QU&>Eof=U`+j3ONg1U=h+`GR%#gYFj)T)+l>eB=A^ zSupFs=kNA43-8}Lyn{4$fWd95E1U1C6C&=>)t)Fmmeo6JrvQzlT9+9eEVcyM5}>>X zx;h>TLBi(e=R0b}t`9pP>X}mG3=x)Vo|o!l44P~Tyk4BpHMCn_!qrQVcr(KZkc~JH z6VU#d8!DwwGJDD3wf)<$et?HN zo!>c{^o);<32>bie)+Nvi)_wOkp-jYT+JnU!(`L3)vG3=J2MqV@8mgE$4T=+N&vaz zib{&I*{ctInN85gtD@;}e zX`yqCe=|;1C=SgTGaADf;_9&RwD=eg<#n-xH?L41fUZ)vKZ_;4(wO6{pZ^OratgYO zzcNark*S92j2Y6xyZ6a~6U@K>MN4mC7lA&b79;C7Zm{)?SqvCHu)~70$!G~vjLXCG z3l4c|jB0{)ovt};1zp@9+bv>=a%e`$y*Ut%>>T5vc&m1YXO96-310^b`AI};aA;L^ ziu4PHd}1sH9ynm&ajx+~b~MV;CE$TZ@weemgffOHmuD!dO0vym{WT^E{Ss`b~^B5OD|#8Q*c#HL=q~+YPx{n{OmRTIK}I5p75Hi z|MEv9g98r};yEo&U!-0U?EY36do&fCOO;6E*o#b=CVvtwN&SVJc)I5{p zPI^o@A4KIgs;isGgGD)J-}>{2x`^oA9=OtSb6f`T`JF4YHmp7vd0buW1@{weT;Hnb zG~gKuN=ncuqjk_=@8>7>>gwmTXvNkl%~9IYbs(4ukJdT-E=106Hu%~UsBk&ko;*SV zviqgWn2cPwuKLkP8)i&K`$>Q6ZFTUK@JC|n%K=BA=u?9Y=^=~}gaCwW0`Vm48hjjh=;PN8$qOMUm>l)*o~w#_ z(jFLTnbDc$O@&UZVxD>TnsFJPZj|zS#_P4H1pLHGW+h7bV=&y z@D&%Em-?ioR$w4Ev;Fr9rB&0g4~Raadt3C6n5CqouFw5$`5;hCWF^@e;1d9A{9Z#@ ziQKb)F69sCU;oQTVEYoWyPc6o0XFZeoeV=iPeWLo1^9^E?_4F;$q_Te_wSOxO0|fH?AqJW zU$xtR9a!%?Ci?s`(X2ZuQ9=;8hdE0pYI!IR$A~yE1$n%4&0~X{RlC1i&D?UcgoMlu zDL-L`>9h|BUU*8EZ2?&;uP8T$)nCo}H-kEsmU^}ny-}963|DD~N=l_Qfx2ATS=>lY z?cOF5rhCV`mq{O0h%6~I&j&LehDgPs zlo2$)Zz`;4K3qb<=E2|M-&eO{BaK&ZXsO9dqJLz{D(nh)QTOU$?GNqiH&ZYC2zMS@ z*>-)IGPeCv;#>3chi%Z84|g1KYQz6~Pm3#gHoUM?y7cJbNdgx>ign56g~#iaO`rYE zbf4k+%oESIi{*8JDnw&0ah8m-l1gD~wvQv8eWyz0;ZzAOLd|%bQ6?|=LTH*TW*JxA zHSR20me%USe*$(XDGBUcg38FY z+uB-V>QfgBdW@*!44+YjAwv)1cnZBk96*w?pF^t zy6yl35#w5S9fn9ls9chFg3TO6T;1^KY3iv3mC7-+H)Ozka0p1oZgm9Wx&}7WqYY14 zO7HG1+-c`_7mw%^R#w6|HvXBBl-+!)>J$iMZG3FHrV1kgd-=mX&D&MYD&UFgwj&tljPj&u+`2_M;8|( zvl&@mRU)hLDApCnUa6^X<=mu{&Igr51ay5fPNjzQ0(&Z(fx(93pqmQq=$XBmBp*tJ~Zl?XALWfg^0`uf}Jt1dda+jI8M#V#)HQv2`G#%UMqYVV?L?d;5zTtx*0 zbhXY_4ld+5l$8b4Eo^YSuXRb_|? ztFKH@_1NzyOk&X8_rZ?IO^lRvrxSdl!l_J9Zk6rgZqmIXpZ(4#l{VJusF|;rK#|zA zftEb>~1}uouBo$ z`(C?9XqP7M+8RM#C;gS9^S2C3uTzLikn2w=$Lu1PVHbj4ZC9R!&N6g<3b*(b9x1#bjh-yBkpQpVt3r0mij|AmZLVAY2xw@C)2<`)#+raMOMG z)*KFzlbha4SCmj4A?5qeA4il}L)_lldQ}bVQx%b$xpAs1z{dP!lPrMnOoTwjd%wY= zH)$EVTM#H7?5uSof(SJWc41V$YDT|RK}KND>gR@r6d-65V6Wb>BSVEPTljJ-=jzM< zg7(W-E-cE=m##PXfb4O}3=`r}S%ua87g!}14r(gJ&Uly65wkL=O2A?B10_443(4Vh zO2_%2<$Qc`QB>FMYOk&uwD~2@t=;pW|3a(|{+O%4`M~jGzTTgpsima{$A>Vlt6&E0 zyr498Ym1>k|8vjVcFJwj*o6>%!Xh;~-2c?7!iWf7czYExGJQKriMGEpLyDzA5b_K+ z;^^D~$GnEp6R>z!0_fvrw>apU z;;Txo7iclh`o#O@FGGK=}t*xKf z^lP8JdZl)2L8L&T2+6t-=&YV23-gMCj7*o^hX%T6eO+Cj1%c&{1j){G6xWvEGm-N}4h|}7YMFIho+9M(h=K4wpu?YVaw3d={6H&{JbgoW>gvi0NkPKz zsU{W-o0rkqzI<7GNH_{s7?ejjTgAiG{-~3~MW8 z=snPU`J+s~M}gs!JadBa5JP4~aREV&={(YT64N{W+EB<2PQv799&LQb${N_G#PMZg z(L1eTu0%baRl8K4dcaU~owS?ZedUDLv9p(5I8KW@5RDM zgUIFLS;?1Aw<5N3c?c#x4p(&7wi3ot!Q(s>g)*&vV8uW@Mj5|Yn%0W5ti8KeIbgT~ zWU2*x#g9X_=NGYMs3soc>!@Tam~h4#5Z#USiVe>VWXwN*?9*K{{5Z^1K;|VcUb#Uh z=Vv%@l!<{9j){M77i+h~q+V}b`HuG9A6b{?6uVBE0-6x&h5_wpO{qz@Jl%!Zc6v;5 z^*1@xbF$irWYRH9zV?RQzOOWnF`V1S$%h>W*`wL{nkf zPP3ZGzkgxe2vHP|&rc?wtKDb$a1GOd1x)1L!STS{A=r;}kCl*g*B^Qx&nxkdp8q=x z65D+)9@S-heKF!kseS9wV(5E&wRG~u{;hSLlgfn0;WxC4Z8g8fS4s|;9uW0^-n8}k z>(_W#@?Cn}Ym%W2C8MdL7ke zUj6y!kQ8-R+lJv#U3U~jvyT#>8~-P%O(ao{*=3&dwg)@WelBuiFTXcQB0sq{VyURO z^k-GV9yXtStAMyhbmgp&1Rp0Bh14_&I?7q&h&U(2zFC~6K85W)I=JV^%+%qg*|YiY zcTAt_Bd*9)pP4L=GNj>bYTt{A%nGl)7gU+AyHc9x>p#M0DoBWi8s{vGdgOaD91MQ4 zHJ~L53WxU$RB8vv4AWX#EzHc#odAJ41`OHKfy={B7+6+s>C7d-Fn_G5hxuUul>zWX zmFI~$IFiu(%FD~;=I9d1e;=8nwR<>5lXLI(O&}d9S9%O1^K@cL%57B=`Wo7g+@|Ywef|MqFi`;W{Lu+yJ2bq_3s<)a{9C7ApSIc;x9Wq`O5$51|rs6 zUayV(`b!XH^y97^O(-?^6oHGPZdfp#qj;H|IifFuU)1_yzEQO*>s`NkPH%7TYp}tG z6F))LnkbyDcn=lLnp$)*@)bU(ZxS~zmYpNR)6RT=R#XKfDCuM z5?)9N>Ra_YX;{d}LYG>!5>yjRvFnO*o^$J8M{QH-d8cTL^5;&4=wvU=TDj@`gT%12 ze$xw~X}Vz-!pyStc$`9=aWL9}$tq^f>y(VM@K!Vy<#-=WOSBqHMXPqCS_f z_O;SZ*bT4FK=KnmlA>boi)-cwcoDT(-IK;-IaLpwn(t*Zjy_Nx8;$#Jl63fy23=+D zbKc$eE}0+kQ5)E7<(D}(%6KLkjbfjvxZH`y;*;O@B9nal!PbuW#R`gi7<5>d*@8h2gr1SR^$v8Ilg=pmL?;DRIZ@c!i^+C1 z@agjPNgO8lOgNBlho!X$JI#1p{yE-sXxR1Q2`*A|2|WZV`qRD=RCK@ZnolMACL*UfRUADJY!0 zhqRamxTX!Pg}0U}o2c1Qsz9ljt% zl*MS58xB2J6M3rpV|KQ0FopX9^vA;?44*7r$Ni{8Goz9{EW4%g^2nk};$w1{b$|Tq zo=aGFA>P(nH+*el$NuPxq11HhQ%#|C4-raSloub67Au*sh*gijvkMC}?H1oBn9$tX z+adcJJ~%LN)pjF8J!w}4Y-fVnkDmg2@s-N_^hvrr-(&ffatlhrjDrX;-g`+El$C~? zdXikw$c=yX6(JFQRFL`aej>;7t)uwks6am|+afy4RF@eW;o}*TD{^OjU2^oypEb8@ z3}Ul;O{dj}gBvmBf#@BlLp&!k_G~4i*(1psb!*|`22kOTASJLP@4z1W?pS= zBJ|55U+K=cZ~`9!2Hc|3Qu1*6+dmcx3L!Q8oetu=%cJs_J(jilt;N0Q!z=Eis~h;5?7z;0v(N40{ zAA^foF&xP$M$x}>)S6lgY;}#W5q&xk3?urovERhE?4nH*ifzLSQaR-13TfeeS;9Tq zr=tW5RE6kq49kWMq%?#K={#E@Tgmhw-qLTK#;x;=L=1RfFOHyfP4{PeQC21STEfSMa(`1O|EF7+m*-XI0-3qaE zk>g=jdJCND3tGjOPci6t$g9K^0#PXTM(4svm5!GqiPHq1qrbC*c}w99YT4c#UN#bFutusy-rbi5n$2%f=|itnOQ) z5TH6v!S{uh!md?h*q?E$aE$nPn27WK$6cG=KRJx}F%%_V$kwSY6fw858J*xp->ZYz zArr)96-3AYd`F)GL&n!7!D_gy;0!tP)p;vNeTBmv+GPy9h+S{e90+D#>%MhZ^xS*` zB;r44uGz0!g!{REC6wii@fOsQfi;;xx$J8R-?D;amG@+G1U$j}mHW*tU=8U4jl#J; zqV&jH`tJcwP=^F7(cI=)-J+LuCh{dHRt45>Al(VU3nN|t=DhUU&O@}0#*VCsR#j9G zi-KzbgeafD){2wZ0#s2mU?otmJMlZK{7IDPC8MjWYw61drwUfWdyYS?3LFtnc!(r$ znZYb&ZT-M8tblXC$G18#kazu4;CiL`#A9nYNDpLcjb)(a?`fRp`Pk8ni?JLUsIGFz z!nL`+dE#Xe{Js@ixK+8LFF8=vl4=lGYB1ycS~VLeB!7A@b41Sm)uS(LY*0La{2s~a zxa7hzK-I0buj^rEU*LVR`jd?`fdNikhI=mLo;*3lB`G|P)BynjTaBNFTl8P430HpD z_<{P}D>-DMfcq+(`!5{#D$5qT3~a2T93?vC2pS3@&nce+fW&hxMh<(%?FNp>*H>qI zO$mBqn?z_GAPz(eI0n&ZzrwyaxCIgL&J&YvM4&DhH&A6xuCIM|q;=uL=NlX`2vsz^ ziXZRvSB1~*<->uv*lH;Fb8dTUx04e~Ry9L$FYx}1iK8TPu#ns6&xHu1-oHMo-I`jC z%U?Sx?dPRqoZW+Zh0`*)osH)oS<3a3NGNhU3f_*qugc2$Z)~~!KOO>}i7c1SCtoA> z#W`3$+xF8M7R?T#?Px!~hkS>`a59J9gz+9+()HbqTQ_$=QKJrH;AXWVb1;!jtRcR+9>x~X+cS@2ebF?8m2%?LWo-D zPOT9OTcBpBa81TpbmB0{enMY5C+Z~O@-4%zb9B{i0Nv?x!=G^Z9wr6Ci2SrO9nNU~FJGsY|BrW})9l%#^lW!X=e#CVEx&zKJrKtVqRy7z-nxM} zU-wXD7Drq~;z>6;rlW26KWU^Y$jRrhWaEVw00VlEi>pM|!U%{~d)U*X42|IbDn{?-4k}8VwX(i|^uc@iYyh=_> zOAGockona5hp27cd3UqtNg(0qx$7Xv;z_D*03rZUM!ylo03zZXwD3G@k{`-xAR8b# zzhOxbx;9K9{4&TU^Gct}5rn7C^Nv0Dz43sM7vWpVXo zXaw*I#7`oalNLT@uxOW7&~LVNg9CBVYljVLLM0brga76P&s^x=MHI7-h+eS*=c{dT z6ZE=nPJtw-`_1&9bzBj5`n;(rbO8Z)YUMUJr^8eYCmKa;AFWoZY8@;03*6+?l)klj z;Ydd2POEC?m(ZtRy-1&G@J@&(ZljT}Ay{=X5QU?r)@dz-0V3ld`&&zEdv`0V_4E7R zl_q*MqLG#ZpjM%RkdF4hN2^TCY-Vy3s`vqSm5U00{auZuA&NSQN_w^NrEYPh#eE4P zv=N7Ig3e+)EEBzhgJ0S2g-J;QGX@+J84mEXh8g9cCwJZ)HUr;^hw!I6Z-ipxcPran zK--z_xsjsXqmR|s-rk7o|~;#C#9WD@}S{gzd4y$3H1h zxalPp70tdYwt{*DBQtPh^F{ zYH$DZR6xxaNSRRNYA~G~;C~RK+fN%kigwq&iS=13)APi<=w*5RW}0{4q}@sEbyLz* zX6$zTZCTsglvry^(HTdoFeJ^VLah+@`a2b_S{=#r3D1_e7eBxI%ntLy?evfM1Zj?p7d(GQSc^s2KG~!pAdEleW=ig^5 z3G!9D78l=>h7}|!Gjgpx9IdGe9Li9TP4{Va?I7PhAJe&rO5-&8Uh(^WPnmr^Z!Dk< zXs&}$h$8hv;NRa>oWh~)i2^Y5LG;^gUtu7Dwr!hx1n?(#y;K0E@?8)FPaYi|oy}Zh0$U8aVOqvc0l937xBJ*3 zr#&j4PItZC`t$nglE3DEMA(Io(L-rdTBSd1zVgm!eXSVRV- zB8fb2VY$7L$(1lsnI8U$eMPRy@^FP5EiLj;nD)LknHDG=~|D{L^1=H`<{faZ%vk zj1dCKVJaaWlf{xfK{0mmhY4SqxG*rp9OiiWZF)AO1mnzb)_Y%3crIxzG2g6t)1j`Q zri>Bx=MTNEj#1o3M`pzT3ZMbY^y5(Ex9Sn%FMCkj&KN@SlwW)xO;KfPu~!J3e>wP* zjhH_8!#frHLm?SS4F5pG1mUP~2D@L;uIc(@6?1#&69sWGdTO(mY?E&E4)P)%+T{|s zS&UNof+Mm9YN0r!tD5U@3r=`0#5INtfTWaw@hC56dx4!SPvSd(dtRJUf@LQ)A4dU%{=MZ4OOns!Ax#G^Bh&i(W(SU#DQxiIwQ70ky;t*tVEVgp@=L%65h^H~g+|wkU64kufx@_o zI;a()21JB*7MGMXz>wgkL`Hy)k}TxTjcV*rg3ZX4Fhv|83ZNxRP<-{2%57uh+?aZu)1id7U;6~$g$#||R5MUB15C}8? z#UK9J@5Zm1Z~t9EdUq0-m0Ro{iFomxFZta{tTW-D`XeM(^IvuW1Fg|0^@$kciGV#E zQG*5r&S-Z}5)%`pYNG}R2fxW5gY{kAz+fo(i3#x&>R{fn^u!tmD*L2fI};WG$H~G7Q4W*B|e2AD}xb z^U}r5yBr8KfAwIv(_&kg8ps&x;^GDfZsy^B$)gJ8QhJSx`*V#h+3I(2HiblVi1hCxkM3;7 z6pt3lVSXv&1;K#8K)47fDZfQw!`2_nPsmXy4IFxKZ|U1trZ`?JD7^2LC0eSD&ISBmE=eN{AtiM93t$ z9~jY#&G5Ing2_tg3?lCg>j+RF50A2`eG*@Y>HbeC=7_hbvrv+rKD@Kix#MP^Qpl0;K(N9g$wTtynEz{5_Z{LT-yjGY?_}tR+z|x>6kejP=^L zNXc2?7I_nld?p1Uv`W>JBpwd@L$#0D41!)QDgxZM3&Tcrq~v^FHF5 zKkz+o0<3z!_AN}+unxz8h{_S@!RH1Bwyr;Q;_U=Jn3xh(W$!*o9O&;~@lNuIf(?3N zoUl6uSHM^&BRPMZCDgK^K~pp0@!CLElcSLFD)zlAFNc1vTVXDjUM>PJucDiEj#-Fm zv;I-Go`W;ZiR+W(P!Vu^jNct47JKm02TzW|l@K1oi3A_I9;!l;1>d~Goe>DGF?`tB z2-QZ=MCl6&HuvYASieGaUpBF^6QLO42)T!qv$wRg*g)H1YU=-L2w`gmU<~kR^4POm zJ;vKVn-25Gh}o63H5I0PpOh3hdw!FV^85URwhVAk#@z~D*~n^XJ9RDxt-3WmQHcXl z_=^|%vklG+i{l*^mg~$|>bY;EnSAx=v#lmw&mG1&_Khc(S2+iXl@e`!Mer?(6UxMf zpd2)xP!6rc5GID-)nXvU9!-7`q3*TP_Q#$NC7M3c1YEQ)!L$CO>$TAliEJdRxK@)q zJ=&p1@qb7i!8ygqfidC}-wWToi;QfGQ9S*16#k7zOM@w+TQ+3ZW^304FN}$wykV;> z21SG6WTTz$BL9|N_{{hJQT5*ORKNfKc*#gc9D9$Dkey9tw#<+{qsS&B*?VslBAe`$ zk?d7wk&&5fl9~B^JYS#R`;T9@*ZHSc>6~+WUf1Kg?(=O#*fd1eVDsO!X|Q7iozCVb z;>8F&%YR0_&u=FsFFC!4*S)~&KvxW+t`B0ou}Q6teLLFK!2N2L5o6vP*ARX{uH5xa z>C5;C#_kN&EojQBsDN9j!PGPneM*KBoS8t?KfXq$uwC_fXt(#*BjRk)pXl|^3-a!V zKbHol=^5HXjyHj-9)10uiC8ehWS~H;iipdshqG=@G!K$+jp|HkD17irR|kNnKmDX!6t8=@M@H>!VPErjdFPK zBKo38^h-9?YiutyXi^yywo)9MWCsTas-Gvx1l=n+aCk7w&AFW+>H(|n((azn%(=Cd z72c#f2dQXok8>du&p}es&60=p_S1)XS*L-u6*H~>(*o39UN+}y7BOt7ycLQEP5s`m z%*{#wsln27^TmC5It8I_SZF27VR;r%C;b0%s*h&9q2+$d6nq7Te27@bkTdnW6e+da zH;q!0)=XsWBI>#yGGZqXbI^}OLdlUCbwY`8C!lN})J_GZC&t*{-+XG`$F0680K)ft zTl|Pss5%-SecbhCipZaJkJ+G zCuc|68WtHNf?ZuLdih^u*9JetJkh7S5f5o^MPvDpg|XrYFcGi)6#vZgdMgY2U9MY{ z(av)(kB|?T1L2g@7*g{PAjt`G{9K3(dUrH2KHgpa>U`s8KV&6$!O6QcahIfn8+UzU z1Hr~NCd%n*%pDvY?lWzj`h5C{{ulA`z}Aw7%)yF^AJ@t!1{&6%rrb4&VTyP$^W6B= zxm))m-NeK<10(V@_ZlSC3DCP^C^|se@by3bQHR88EWh&P{H9)$IkT~%^w7}C>E)?t zf4&;zgo%iV{-}FO@kZc7&&+}EsQO$8$HC~2ifaYRjBAmjuLc*=OxlG^(s|RnBFPNU z8iTv;^O(zCojbE8DR2Hu`xtY_pvs7PBdT$U<;KHHW7Zkrsx-`5F5 zViU>62uZ)o>w3V3QDs+9GN4E&|5x#kkJ_L&n&K4~UG#cYl)9|H>5QrE%P1>VCm*$N zCyTwJG(E{rq@8A|*s|LEx5T-Ywb5_zT1LGKd78E_kH=2~_sUFNmZ4kO>nu+9Xg+4H z#FMY3Y8=#b)2Lx5S+k*g=vPf!`KuHJVJo1$u$v!pWhDJ|O9@3A8r4&lvmUpV(tF4% z)DzPk^`Onp+C>+2i&B273fr8AiEzfXxy$r>iV{`a zCi&$v=T3h;D4wzjrX=Go923Uhb%z`><)yEkty~FzaRcR~naxVmqH$s&@=_x(Cayb1 zf+SUyse>V5jiAq|$gW{WjOAigm^Xs$1J!T(O7#6#e9kT|p{0AX-a9-V+cReM`ntOE z^71{t8`M#LpFo^%Mi*)O+UIy7G}P`d12z6m{ou4iYl{K;$|pT=4#l~BTJ8O}aD5dq z3;nv*GdeoDfM-Y&j93AHWqys=Vb6ABU;Tofa8dfxQwSwlK}f1`^rql0Zm zX|k?P0MYdzSuO@NmOMg5e>;gDIzpj3INfJ{k{U`rzWxH?P{8s0aWy9rX<$#|HVgRf zbcqQF?%TySeFhQq;O!W9Sf3!+NlHo4)Y1y14+AIvpWmVx$5lU7(izns^JY$czCr}I zypD%LX0fY(z@jn&o=7^9;Mbq8SbeY;Qc~`HFyDx`(JOL+Zk^@Ld8GDM!O5x8ipFj? z&y*Y!1|u#E$PS4)2Yk^@ZX_osM)-G{Ox+x46*pPF4OD&Es-JtF5qIebL>o+g#F>SL$;(^bJU(NrH9^Zrtq zpPi)`IDRzbfbV`%!$A2H>tZYwhs3UB)XZDZOL@uiuxGt^4JGbht*bdPaUzEtcUmrQ z>Ob;ainhkR70x8=BoyH!B5zu~Y+C&BpC9+68A`N3a zK95sUL=WU_{MKjbz1d)uk(*+iJ4ZW89=2f<5@wbUnR=R-R01AVzGGV2zl3{TZqyu7 zk%xq1=eiQ<2s%vyf{P8<(A@hRDwbR4yqt2fB&v%7ME7!UK2CljgkJR%6-;3p-(nPG zmnxgD#l$`xXj)IWfdl=scJJBErWXEei{>VqP(d?83p$d({#9X;ihv?kwL>>6-8(dTT>9ut9vW=xqT$?A?!vg@qZ-6_Q_ zx)tYNL&mkPX@Q-n;mfaurKO!)?mPDq7PXLGo@dWCDoj4nd97wMY;3Z#eW-F?)nS8v zjYUWup-WL+0eP!?uXFqI@89?oUoU{bafU3Vts|+Cv9S&$g@oZKH7n~fIP(-_4GbHg zt-Vy{g^?dH_YpuI-?0U zfG7EqOS#0nlIu(0iR-6z=BiK0+eJoayANOGG&a888x)7!5;e#_UQj3Ei)CM|xRa>< ztLSXUB9?*uMrKRyb2uu4DcHv|n7^j>kNZpUU7MuEb~J&bqrLvKe@LN=h!v>`r9;aB zLT^t$$#iL*8@gLR(+;XM{IzO(P-7r1Bu&XiPzs$=((?*v6{NxwplRM?hpnkvC`Sr> z-c(WH$erT@S7@YD6-Fer>(mt-_!U_$2(*=NYB& z$B#*=$qR?ME{x#G1%skqqb2qyNxy`xXyPrKMIxgWk5=!1=0!#*M@YUU@2sj!r6Vl7 zD*3K1v%cF`c;`wZlNm8trTf<77?E|>jQ|+PTR(3H%G0%^1K{fSB-0Zsw%|r;397z{ znn3;gm5})M1y;#~8HEHKsW_;2oPaEzs!dUZ(+xpdgX?ZLr z6y(}Qpyy-1&bLs`qwfecuQy9w$|Z1mN*TbKu%Ox78>h&u`GE02-DxMDC zT1;-Rt4hU_hL2}|9pZjImRDwNi4C&O@A8Uw{c+Yt|G+KhPT*l&cdoQ(8a*1QTylM;04WG5ccZKEe!FPdbSq_fLrqnyO!5ulwzUkEtwqDF}&xF74R2|3IS8_R;bs zK%mPGuTH1qwmuksOz5HYw(IpOfQ}L40q~>fk#ZU~%nb<$3hw=|h;{mUZ(_6Fm85hU{`H2GRfVc{x{_z?ulAQT^{*k6u&o*zu` z;9C69Fj;VX0SeTcN$RXY`L=xpQy1@QJ_R9o{nwL?D%6FKf*5Th>E*cX)f`ZYGHBDXvm z(bq4|YbTCJWgV>%iHgz--0A6Eb~`l|Pp56|pEH)%2Is#1wGc}88+^sIDWdVg zUD=kf(4f*I3x@uaog;rHr{!c_XE6HtGTe#(J(Lw|Mjm*%bKvz6Sm6&udk!i>)YkAf z0yUPOLG8!J_=iA?qM^uvW%IM+U6o9+bePyY08XNueYi5 zsKFLR!xQi};H+)vS+SDug9lzw7+~AA#n6=YvgX0wzqBd>LtC z`Z;#3%)I$J?3&O~&n6df-YqE-P-m`G@bM}`IFI5}7X2pYESxJ(Z?rSys?ZH8ynXQu z>u~my>!99-=Vdz`NK3!ecjf@mRuIA+l>5$}=`6tmb zXQwOVM5C2QJx^O@fo%eWT%4^oH%P|16P^~!&E<`IZ`oFw#LGI0&=b(ps*VzkV0XJo z57zi5E+@pv4yzKN$1%g(&!Hetv+2~yNU}z0;o*+Se$N&!9Hmx}|4wK0o4)7n?wW;A zb~*^pUtgolOXsD)CoE9?yynFCa*x=MYCN8%)MCZ&L2l~+YWOBuyG9>JzfbSQZof?L1rr8%tbpF6fzg-{I)3IL)M;K zAy&1?8r#J0!ld3^J4Y_l_VqyK;XiL&W8rmI^*iH(a&7oWLje)|1b=i7RG9`DM_kB! z7VB(6r|vU*#j?zgEuyvQh+n}{koZbSa94CX)UKomLJ~6#xm8Ts z5&v4@v*^b4g-VBN_pRH=*K|AUMS#D*f1A7NnB~Cu2WSs8EW>5WL$9?XZsV~iyvr%O zXZ80l-DU4Fj|IrLMe!9o^Mkt_yR#6zeVW9}6N#=pF#V+iK@v1~zU^TW_TmC@>5UsW zY(1)j!cVT5^nUYW__-;N01de!pEoC~DFmNWr>CdCb!^8z8@fEZiC9g*DK25U+YC+j zkRkF0PRf74rJ&$a%}wkbeWl=7(2s}Y+e(MEEZ z|6gI#8^XC$&K#!f4H2NYvx~~`m-+U*Mz|*b>9XFf{4K%3aTqwg1z_F<4mWqy@jIO+ zGbZ)#SJ90Rqu&^|MGvFZY30D0MW3ruRG&_o@%nrr zAwE8Pm5W|{Ag=+cZajxYi|HQG8;-bTC4;ePYJuLqwr{SCcQQaa;q+Z)MNM$DZ7n`m z>axriw-XO@ac#~ZkkVc%I@9LFsEac)OxjCI+Fmz;BURQj1utv*!2@4XwWc7Z8w!la z8K@k3(0^ioXQEIx_dR3qk|!&^Dz0(uq0~pWL~5o-=qIfVNa_+I5&&E1=?4!O0*Fl4 z7X;4R)fZ=PyDv(Jg>e1VO+6vIcgjx-;7vSa!yH zX4cW>46abzHF9nkj4?us*FkY}s9#W78IQzfsk3$ho1ow7D~=TBz@ZrWr6WPO9|!Ur zTu-rk_wJpo>$WaJ{4Mlx(~HL+BLS@JWew)BCs07f8c{VTN7Yez0ynxJ84%_WNM_>W z#N85Fwt>WKH-pUK(Td*Yk?0vBEk?|2koW@F4{dfy$+K85FuK7BH34}++!V4qxb!in z#-*k{aa$zoMHtM@ETay65An{MhCLdbmPADSXuI6vLD-@?Ckcd&2Unz0l|1+*`|-A^ z>9%pXFfcGc)X3Lz>@&!9$E-7q5bnkaiHR}~9&}5PNv=0Swcg^guCdvA(w&Bx=OUsa zHan}PKpXMjd%*pLn1X`yuX}h*%&jgy#T)|SkoVs>466A z7HK4s=Yt8^@%q&vDP857W@)*0H*^|9P|+hZKcipTk#K!~ZWc8V4L&)vpnO#;L*J{Q zh|9~Xg$5#BO}FEP=10}>F8p{##FI}~O&;$H``x|$W|m~56sN7-oKE(=)ANtZH zggVRmNZ?;9lfs!Kbuy!|F$5l*kchcEr7DzWZ}Fn>snU~%rdT_EG(B-;Qk7p{M~kI0 zao{?9{aD+mi~nm)pq{t6@5Z?#~PM%^3H zRgL126W^WxN1h-E?J2@(6oEwzMLMcJwt8K|NMJ(44g z{H!zf9HNW|=i3731Pz)?N+Q8PvJ1EL zzhF?^rHg3;Ur9eGtp1cG-X1SA8UTG|I#96hA$tuR^f>3ImrE+S5WC|Dp0{cUb22=l zJFPbMTuuh43ki0jt~-Nbh$XB?VsOMEy8V&fM;62fNc;9#&#N=}ohmqkgo794yko_W zzIl4*Wari8DU$3j1_^&)ufLyNRJ3L^@w3L3Xu{-`I2^2qpnPSKYVH`5%*b`b+qx2m zZV1?wUZ6C;An&y*h19%~eD?*joLomC7n`}JJ_XdgARwEDh7>EYw9fZinNh!m@ImUt z{N^jz+y-I$)X+|b#u13AIemO+K`tW4Oi?2vxO%wrqpf~`UFcP>x~1acN*D9Yr(GJ@ zitV6pP=%Ekg{3LPrZV;m9J}K1(_Rim$iZ%leDi=moE07lzY@F;xv3WmqW^w+%tg=b zkYR0*SJ=P#`bLoMd**UP4)|3krb~Pvg9EuOK*k`?d;tCRcBdXUBTcM&LVVk#!}6|S zetvp_>+_AAa3J-@j#t8`kf7Bkx%AyDp$v-YlupEdrE?N$_frH zIk#U>f7o?}PUPBowST@T-C{8Ua-n3z{4_1b~NOg z-#R#T@1x}O{cfdRq^7Ts&5?`3FI-h3l?y0c(J1kuMMEKzdPO{x7xUxR#jr$w738y_ZL|7ZF1>Ef@(gj~GP z!6g68Ek^G`6Ho7MmS2fBs(PCby(m@{-m#-}G)P)m7_R0o9Xy;MDc@{aZg91{w*920ndV1|Dpb5_WS!^%WqPB zyAWbhTttR2q>G=)W&r`ue>*u9x8qG9lcyqf9;$ zbP(alVe;ur=3yqRK<|lp;TP#Ea7P*SmKd+%;A~uFgg~p-Kgs1j!Els-L+`+=^NCk2 zJ1*;ugQfb_o!Fe$+_)Lz~U5$`8ghZZ0+#j>ppU>A2 z0=b3c!9}M1bW6)old6Lwd<)8k~B5ee?x=$llrB5Z`$x zk?rG8Zv)Ke6;XBeW8CKGSomq*_G=4EHIcUA6e~h|`{mL#zPOuKnF^Bc@h%;f@R1wO zcEb|B6G3onmzztjjSA5}nUDTp`pTD;sGmNRahX9zm~>g}lNmyf1&Q(=+ALDu9*oLT_|TY3_y z;i#xb0=W=@>e!W?i-p4YTj?Thl&!DkSNLC(KEdC4`1Z1oH1_!Xi>;Xd8xK3=GpeME zr56{osSKF!=ExxiyY4!BFlKb8!Wj)Zso>K}v}V<7-SGve;BQBW&(m@fccU+cDi`R;3z8anzCe+C*)|7IkpD6#v~ACV$)YhBB#a z$2je$Gzm;v8cw8*#xcbY{`^xaEMfmW--ed{Mg4FkM2mGs=EEWHuAhqfkylg!4!*BW z4r^h>eOu2qi|HbhGiWw9c|Dt2KIaRtViyso zCh@K*r@HJ4mdR+`bIPH{VDtmdyvrPM*?`tz&muY3`#v0ucd@Lq0?7(}SF=OO;qDkL zy&mw?q>In6gg9uK*T=}FM85Qr^Cr7E+WlL(yo8f~;9@JDQ&EoxN(CT}I%8F>7menrr5nk%`|28bs_6 zMac>8`b0M37px}TzqHC==(UEz2_#vPo*q+Ah!IZIzW_(GK3M<0b8-m*ppdiW4A39l zSi%&d(kRj{K6;{`@)5LB@l1-;HSg&&)T*C;XM=TT^Yp1X_%&*3YN&S)iRH|W|17i+ zB_Nw07+yy%x2u&2(4`0@o*7Q$seKOvf+0mw_sMO4-}ByOXDAn)5*2YYN*%8gz|7Nh zofdFf{$p^?T*(?;TN?#Mub*C?CWvT%ySuu zZ(qxM%j+T9UgZ;^mi(RDnL^Chv+iNtbcduXasGQ-S1p+oF%5k_v7KE!=3ozBB4<@1 z=;3iP!kMVWKNp>#(jHnlB8tqAWaTHwDo4{F#}1W=qPW#z99I25EdaxSZwlvu)4bmo zsU_6Y+&mj4TAh&o3h4q4Gf`7fPE=g4=&^RVN}FT~GuJJV9Ri7OH^nVph_@wrhK3DU z>*{6(ESpbp#^9VLK60>bvT9^yJU{oAzru&T!`JZz3J*W0PMbRmwRMSZ=RXzv%SI2# zYgZhLyG0oBjaWt{b=lk5ZhAH*-*uk)hS$!+$2EC&niy{`xxSKAfUixCbpHJOgjIV7=Ex^| zu9BnWNypFh&l+vy?iu>-1V)LO<=A9-CxwrQ#i(Y8BqO&_kRAOibT|drY98j!+3FIj0*RmoY^)h7 zNaSBmXRC)HWw&7MKQfe0vC4e0hz%(UUf+tbfvR)@=|VV>0f9tFx$i*<goBQ}0{kem{K=hlb>#=8~{x5hwNrD-obggB9s2JQ$i4USHy`4~U@X}g(*Nlh&P;t<~b_U55=F+M3*8~21b5p=TndEc9Z*lO8Qc0cBU@8{)So|5y|YxB^jf`^ylmP<5Vsm{|haaz0F9jgGWA2 zMyYsIzW_Bh#f+rOl%>)#ofrIq~tY?T*Ft51Z#Yk(>Cgjo}V%g+#{nKm`|Mtd&4 z(#a?c%W^cNBgbC&aiYLg)g1O`iJULmHfuj%e36-)5FRsoHkB__XxgMs`{?=xZxz!) zUCLK-<3B&$TI_b>IEfBDv+%@)-)OhB)fjO}W*!7ARH0)`?Qlk65`J#&>rKf?m|p`W00A0kZbB-sp^!Y zkd=B^+;+0(O&i{bUse-j99-(Y+*=s^d?8~7zdzlw7)#(Uinfg^Kj15sE+`cX;9ZjK zwRRG;@4kmCO~QxkQzNOE)LMVBE5Ws3x zAVwj#@QAwB9u84`Vqn;#6E;`{HEwQRUNGp)=fg4u;m8T$hJ^T`vFqf?si}N`Fe6dS z)Q_f)m%!{*atwIb-y-TGJ&tbB;UmQfh?+@b`Z=sv#BB$dX**V#0VIwf|9dHl4^bud zc+En1x*@BV z@F4dV4t$p5Ia!Z+kLNDkvL9qyS=qF%|=P;;?f(Z=sDE5UnaK9U0*^m_o?M2L_k>UQNFz_yl_9tGV zJL|jGu_dKMo2?GxdwF^FTJjP{p=H#*{P(jgqvkdW_rnK<($gQ)Kfm%0Of07U=%(B`+9r>C*JWWQv-VrTkT;bT@K98l{Qm|CBMFmt%k-aiq`MV_`3O z=}33!i0r+s#EoFIl;naIqs1;V9lPl_vgO5ukE{8}7oSU}Qu`D~ElYM+R2rrBxk+*K zSS`thog4!eqZbqTFkY`xFg7U2R%YDw$E?|6qp7IrkKsg@UP}CDkN?6&?seJ& z#bKN{EVqwGE;7js77eaUExcQt#*R}}Z3Rlk-1>ocv_^A0os?m1ihJ`NwKSSVVlaF&-*!a&7Mm8u{UT$veeJcZmF#lv3B8qBa3f=M zaRU8G&7Jw9B~Cp_i42(|TkfaCni8?QC(Z)(BtPP#3CJaawWtbQM#)+uwuwH7-@n7? zcR_*RD||M?^a#vTdGh%xqKrTUO7i>65RnObq>EWp2%Q`>vmur=fJj7gjJN14;V{(< zL*l>o>@G5sGrj4Eo+V_!{rjejuJh>8U&KfQEGNRu`fhGPyk|7na$^BNn3uVq55{qD zn*<_q3Iw>8-){ygNDT5v=-6zyuD4@R@tC7SQO&YhVtS_UiLJ5EuAJI^?G$|ii5N$r zFYxanFBQnhLYNg~9=(9Om=pDiIOiX`6b}7%#McW5b5Tjj23~#^>^nItn+0}oH`Gh{ z@;=xrsXK(R%wHGTe$6BaF@;sh3So7`ZO?CF)ME zaR|624Lb^HgEhobZoJ@6HqvqN(PgE|W+dn6{2WO$a)Fur^64p(Q<8vW6INIuJr5mc!{k|v2=P>p_O@^VgSTEoI+sqd$u*@3o z5#A|T{aMGA!P4M{<8ZXr0ke2=#wl)@q>DI&?&qhKHbYu(2b|yA)^C5m)bl>l$X|yW zSP*b>ycf+}kj>2cSmFlS@c4L_j_&ze686V&R`<)EnZJ(BvBjvGq;4~P<=R56e|QzY zE`ynt?jeUeS_BH75#p{`j?;=#Vt>h>*(!VFcz8Fqwr+@eglHrY%;&J06&IiFZ`|HJ zoEBND3AVLf+fIpRBFWpaxH~kF`>A2 zop`(lD^5vN;ePxVQK7PdGESUTJhoy@3JvUal(=xHDi)rX zvj9&kS#GQXZ~ptZdc&#^Wsku&XUUXi1G>t%m`9IPe)#L18V58+mG!R{2j(k$OSRd* zI~t~&?3d$LEZyomJQ-f)%ih=AvHsFippGOAgBVzKOA5eet-oQ#`86-+^rK?7Bzc3Y zok@xUe_G;&hHapxYA6)r6_@X#{2z0^n!gj#U($)~f*W?_gr!B! zqHs0KeAV#pKniM_kv0Q_!kNBN)XHxJNL zS*zH^T_I$JA?`55&k50N1SiOy#=6Z zj9}%Bqc#Z{*&Y-|zCqL^NJux>>Qi8DhJgCj;`MKDiRaLK_8*Caa3_%Y4dI{h$oUqj zUH00y(FoZgAF!_e@igiro;fK=spk1cPutI?Nh`|2N!+X0B8`onR!5wVf~EHz$o+Gk z!tDFfRIz0+Fm>o&cc_qr$>B&XnO|Z-1tEf@*EpIB+&0ERP~w4Pk$hSaIX^vGfl2!t z*j#yyq=)t}&v0J)xbq(qbR1WZ;xiM-~i0Htn_Vrl{T%CP45Ev!l?t;Zy3d%?A@My;V>J=VWwEA79;2EZVf*-Z&;a{X>iC*^`JxEK6RB z3JymjEdB8cj`H;s+r}swb_T^8&&Gq`fbhfps*X-!SxUNC_d~Dm(+U(Mt;~r$pUV|- z?~K7>I`!fZpy4N1FJ(|hW$06Nxc9y0l+ZC(FX{$>CTby}cTyo#srpS_q}fLyKQ`~Y zp=XQ66{56pBgEJg!#Z52qVr0!KD^6jsf~;z(~&KSd^C+!_%syhu5D6U&8WYGS*dr8 zNgsI)v>3#sR+cHCe03N#H3FXLuNo=(6w9X0u`h2o#8n%b`;p?c6>9vzYEmEHVot8d zUgxa4Mrf2jf5d_&R2OKdiPp#D>b`i$#HxpXiXu%wCn5a4;XoTlVMsCG>2K!R*HvYQ z(vPfJ7#>f&U1Ld+vZcxr$HW!4BT&z%jIzJ;W~y%`eEuKLemdT}o+YO;$d5QOdIIz) z-BSY?Vss53Zc?d>LpumL@2{38>o4EpmIBF-@UY0Gj~3$Cka9_YCuR@wgPD*NX#_fP zgliU`?P%_Mkqdjef~|P6Dsaz8V;OBo7F{g+Ao^4k+yG-V5KfIR-d* zTY;)l1<(f=v%bGl%mMU;vu`ehoGoW$9OICFNar^&=V3h1Iol%5a5rEE$tS*=@Au5 za(WEwM`)`k`T_cdWU-?XRKl-h=X&Z?*+B*?A#M2<71uG?Y49U{eJJlmMKCQi8vmK8 zXnFUE!@JxdA}Brt?^cz|ZGZ7oR{Uk2yP*NgalM{a^9BZ9h1@CGjhwYk(b4u8>k<5R z6FA$tK{|D{RI5sYZQA2+@+w+s2HaN%r}lr@NjHA^tQj3&Yu0VVA2}+~ll!H&^y;T!16){cCFC2j4pS7mADfp(SaGw6OIJ-gD7-goZb5Sw{MQ1`{aYLe;R zPjcZ?bRE2$Vkya-2EBqB;;CtxsVNb~0>P1y%47BLBPVpUa}Y|#Si}#3ga5;AVoFJk z5vGuv_e*k@0R+F5fh&-udsS;6vYze@7TlV|kT9aDn}4=&;xLReF)V#BH~_2Fhs+Ce%# z#X&ese+6KAhCR$@DkL~mtYNX^=wW`R*jq)ms%sS<6V)Ypiszi)QQF3^Ufj<5{(--( zq;iSiszr~q?(IHi<;ij5cg$vRvpR>?r`L*HT_uXOc@aS}WWmgwk?Bw8US zyy_|isQz)(RHGX^XbE!ES@${L2strAj64ZhS$lysbYCJwBBF6@h7NP`kllD%6CEAI zI)+H6fOTX0KUjwtsa0)mc4R=p9U?efDq1p@!3mVcLUdbY9;DJNSwnlZ%A5>fP+N!d z>dO{FM`RGcs<`!}Xo)dI5e)Oo@qxIAX zF5Q81JNKU-o;wh!xNl8;Zz_es0GH*L&%K>|QIpHBvh*d)+Jh_vvUUF>E6SnuW~eaH zn*P=013S64dS9YM!JT&Q8`_VwdG~S?3(JagOj>;#$_8RGL={<3Dsb&KxrCBKb&{U% z_Z*FU90W!j)^4ycjdr44eSJ-0_N|EjFF)VabZX%q7BN?D68|gL+BMd18OQlZ3MpMW zCiP1a=%f%vKSEzv<;6|pvADR;QG%uu%`kAeM>FMSZ#dCeSH0>bynFlt&Hpi)KckOC zw5j@o38{(fT=d4q`OjBVwTmNFtZ#>RvUzzuTG-P;;U3E9-1_03>GKIge>|*94Wav~ zIho0||C};A3m2A!R28<>%;4?EXT4{C_P!ToX4LI$SVztOW7bxaO83qUR$%_37KU5( zEKG~kdT%c^8o%>&sP77?Lqlib) zaYAaFgx;dE@5lN6*^LCI?Cuftrj}XidS^y0sMF|RufxVjSiV_yj;RJ{z>=iZ5C$-8Nrrl zEXl|qQAU{el*c>E|o(sC9rRM1cu~@PQnL z4RH{5Rt0IUH{IT^g2rWYE8Wn*U?Ay^RvIwbfb-;3R_-?RJwE3^ROv{)P1@0BwV}sP zH@=}ElEiA zthqV{B#hv}jg%HN@0Xcv6QE2%ywynYmQShsqbvkdp(Pc=YJjdy3Ej56m>7IGDB}-s zLVLS>%?E&fAd=|jso_Pl8b9*6gC1%@kVxuVC(>An!zbUkvLYu7BDQrlSi`#kWwnB2 zS_lda$Y^pmGayZ|+6CcJI80G55z$?(&+FT5s!TjnqCXyMe)(-jDn1hUR-@3kF~XM$ zv7UeZ5l(bGPS&cT_r3EoPCL)M5NFv2d|Sr2@2|^g#4}+i{!K75oM?AycCTrhmkekV zacv>a;_CjhAn_mueQbZqK2%y=~|8+h$inrYU8DaqY+)j!;6C+_W@ zZp1BLNl9i*uIjZ846T}N<3CfOtqZ&GU#>Y20$iiN<3<&_z3rO=tQ#uZWbZ!7-Xc}6 zv`bA1`i}t@IldR}mp`vdBi%SrKZD^D5yTdl<89SPb(&@;VH3w^r701bDF*0={ur~v z#~)>p#R}*?lvO52ql@Pf*F)oVNK_B=_gAf$6>et){q2`_eSfXXG0uvNnwx`6_j?@w z*MVbqYHj`Y@;*xyvW_|)JB43U*!Avu^RjtWshQvH|yS>i&?MAwD*{tRt2YgQZ_%@QEfcY8$RADaY-3y2?q}{=8Wi z$iINzF6xdN+R78RPZXdQsm6~_3a>V!s@oV%sUmmmub2IEMovVr`rojpc*IIf&S#Aa za>;EYQh+c(KP!93ZlS>i_8P>y3-*-WvwwS#68f)q8dR2Tfmn1YTdY;z?!N_lC1QQ1 z?pXj{FR!rhy6V`EDk~h5^Yt!m?If3h5A_L(1^>DQTl=OSj}MVf zroWI`TvBiH`p=LpJXgqUKmY;pi94K}{{>khd0!(o`wc!cV7-L%{y|0QKS(x3Ai|+d zZ$rz}|KuJkp|-DQpib&+J3h2eM~7g2JzI>tombUTznfnbKu3Q`f}aHz>7-R0gyFKQ zV+A)s(+20gf}@AbO~%r5Y45yeXVt&0n)EI41mTy33nx&#FYOKki6P zq^OCFdAfLXBsbRl#Z@1l;06hwS55yrskpDwPavD#t8HJWr1|egpCx|BY8!vzFXtv! z;;9k0a`=oR$Io@ID$FWYh1P@56 zvK8Xk8q(^N_4ODQ6T`8H7j=w3dU$+idt6sv_2K6`k^HLq>2`M`%+xj5su^|i6rN<@ zIkd{1{;h3pzV|hbHzQuAf21cWzy@7uU?Dk`$KcQcE1;$p0>0mx$rps1ecTT(`qq8V z+?Qg^eR9;+Woiqju#D`eHHMi`k__3Ih8h6B4u)$gjl0VkRMgCaNxg)edZA&tkrT*c zB#!~Pr-Sq`V{mZr*3=^;5s5{0eXAa>_CJ<*#|~b^eYHlivHKk$vpWEcgq-m8OB2RKP|v~f-)y!!$MpSgE9C>s2p^VApy``^cRU$9Ffpeh~(vj z0&BD)J`vfogm^E&M46(;;Xd;zQ#$)I_U*Ty0W=lZ8ag^Pu0%mgab{^gdvBmkRm{)S@k#`$y$Z#YxD(fB*HJZUobG&2Nn?cg>_Wok zF}d7`BQ;js_0Vgb=BSu!G1or6Rpw`d3!XrueW2AO@eO?rcGc|Rkd4QMPl**ZxxX@1 zZQdd;72bED?6BD}8gio{)?dW=zL%!4EA~_P4O|#$?zzbQI@uw^f4DnVFXkul zk}`LU_|XTmhw`*=5-nZAIaVmxtJzPh$+KU)nqCzr{jHoJDmZSDXT~z3c3Q;KRykxm zh)gm|gU%98+=UOj3zS;Uzv@ufk=gZhxwTmCzvztJ2^#tF^|W_$`r*UzeD;;Nd(gvYlPD@z6};h5harX*DO zKKP7yR3G2fd)m|US;%;4hx^hSe@jDWWEq@T$UT4{rVb85!cg@o5D{5GaO2=M zDNdXci9(+H@JMBlox9+?`eQHD$SQfxh!Ptc@u;mrfsrMJl5&g0vbeZFojn6+=pY~N z7sj{9h-T8+65Z+jeOEL6JKFbT6%~0Raz@9;LpDT$q)B?KR3x$(vm843n_vU(;i=fd z)r!1)BQjT#i;E?f01V=^sH$^FM=E7|)Y{VfGKJfuy9|A(G*bPJ>|6GzZ|DL4PZx&RucPJb1a!kfAOOF07U0_gKU3xE8x~RpRBvbFG zLgk!4@$4si5vK-9^Uk_%FxP5<%K+!$p}J36IGo)358QldSgs*xcqV3NOMfiq28X3Td*&3%{0OiH9}dq)28cP)njWrfF&y zon?D|&DF}DdV=}4E^GAq@dNzO*N;o(A}2p_^#SvdTw1d=SDHWG)VjZb^Z$GF;IRSmIcO%!J@h$9EjmK*VB*Q+#{Ef$ zI~lU=jK9(U2r*VNeC78W6`0xqeurLSTu_w&d;vyMOpOR~hriNbcP!GrA*T`c;C)W% zdr6Uu-*CgC0jKEBX`KNmRF@E6YXo~4h@O2|jHf|wj?@h1+a7X0v$M;EhEr8hU$0l& zvn_8R@ZsQ)>lOG)xp9|ZqXT4L@VOzt{g76Wl$shT*oYwh@Sl$~bkaODAmd^G^M>E6ipiiBC$Wl$x!?U(+tY*8`C(DQje_hLvV`S`FI&M&h`XkKK zBk%Oz`D>>7_?2n>--?Duu3p1xpKYmdEmCB2BXGn?*H1`jo; ztToiz%9Zwi*^goXn4er|(p}zve2*fl>|M`$h2`a6^*fe(pKw!_c=Jur?~(euhPaA6 z)E&rr<=1@;j#$JgGf)puc9Q}K+kM9RfBCb5&qzPr#TOxbZw?_rrgJ6QYB^`Av|_J zxH+3Pc|YTn+IB#26P7t9ie>Som5g% zk~r!C9GK><`;=|VefEfU2#Ja*na}>SX5-+ng0%IuLTT6P+M4Ik0fN7+<-ciwcn=9J z{ecuKr%9_+8d9+dw+sY2$XY+WpV;>Y%!id;2T-SA{1w@e0Z@;5;hp30@qdry-#ReeUFlEpLtC?Zu=1I;y%z4#m}lD}VQGdqbpNtnpF{Mp}9E{0dl35TJHG+>AcOr6R@Apno#OYDZGK8^75|T@uYiiW+ukOnLqbBDp}Qm`q+7bX zLy%UwL%LH!LZl>>F6kbS?v_%z%kPZ$-v752^YX$HS<5-UefEC#6Z6w{2_rA32=_wm zSrTP2BM?!j2!i`+c5`xigxtWP_D=GOGDM*x=&{K_!bIVRYiTw_$O3%gB3Jr9cF&a) zQSI>Zt8oNL`}SWa3}uqZ&3`L$cuj^2$!QQssGU#el;3JyIiO{BS6cksvGZ72?!?kmbE}Lc|33T!WAeX4GuWv=^ z0ytv;FMlzeewf2QP!V+Z?E{(L8nAXN@SJ>{T)Cd_3V7TJI0b5+b|;)a;E%)7L)tID zSLHJf*&KSTfC&ds{C`zj!Lls@TqJPWpA$o3X8|>QIsP6RaqU z=OyXuk{#aR0D1yMURo`9pf+CBmMU`uTazzpb1Tt`GN}lTyLhjk(_9lcAoQBH=?S3F96yy6yu$-NLj#7F(scIEs0aQ@jqWg-%^VBpc1i; zWvmdOg7f>$lR*}8um=Ipl*1gO=yT;+My3fg8;sDGO3Z45Bro*30ngqxDzsRx1YT@_ zyLfv%vu56P{L_)01|ynvq{C_?$bm+8w}owqvq*Sg|6SNq z2r$4o70s-mnamuWWHTsAv>h#yvqN{BXBEkk()rOt6t8ZqrR3X`GvKisN;(7ix- zMBvB*zXo8fL$*6WFLj^0aV`R96P9iTU|Lf^^yB5__}4f_r_&ES^ulUh_K2m^)v>XI!FfXYDl1`M!I!eO*J*wAOO zwVl5D%V%{_0>VuSBdkH{b9(FRbhU$h+b>jAeL2^UU-`BtNm@;wZMlAh;5nIPiCp`B zMhZb3zfdQj8yL&EDrAHQNUG(0JnI3Y0-OdJ}y2~T}o4@ldX96wz zw~w1ub$Kn&9KSr)6!#6yAJI6)oGS`ub;6he*Go{yRFl z{;QxQbW~z^I`}S9JiMgLK_%(1P_U(mu#?p+(0;%z^6`t)j2Tolv!n&BTJ%m&pxPvxyC{FB@#B$KGD2SPnaBsDm- zS-V+M=iAETBP(PrG^w5Lkl?4nS$Ni-o0FE6B@8Z}gB76_9sA8$1Fee6I^{lH9*2f2 zLR>LR-A??-d{I>D=~?V|w8yKCCB@;S)D1YF99*7pWN={CiGgIKA28;WSI%;;H2b+T zG1HCSk${f1sr5PJW+^K@kRVPa@3a3_J{NYu>f2Zax3#hN_t{ZjLH|7&ILDMq10fXXL} z8Z5;623;$bMxHc$LJ3!(NL`Xx24i9u-MuYRwInF~No?9PV#?Xf%n8*L&M*nFrX_!2 zD9tm2kg`71h?b0;wmgY^O8F#!+$t-YXF1yHvt^}y()~?^D$M!@FF`E@6?e@G*>@G8 z(}U-_y|?ofiLxRtdgj#hUq0k5v6Z;$ijbOBe$p{ z7@1^Dh~&JNXLI1!(EeZWQKQN4lgAKP9wQ`8Ez5Fwh{xJ-lv#Y>-sOU zXtZoj7Cp*c+!5LMWuf63o_Bfobg_RFd*LsIXb}D_*aZ4o@0O2#0mx|`NcgJa9$@J|a*m%Y~uyuDBLt%SQc5^7SvP8ja(|iBrf*J;$g36)A;5d?+d@;ebF#d}V zmHNt}AID9B@q%?TFP{JxIDbl<|7CM3I)!8KFfWX{0(NfWst;7>g4G7HGIE=w3;D#aCUTc z2do(w7V8~10j;JoZW+YE!SFDklHF|FMGk1)1EwfIIVA)`a+?efk!N`@LtuQc`)QL0 zLSXeJN^g8;BYH;S?c+lf>$i?!vIdA`k6#-Eg@s1|Cq>H$M(*kB?+>_3cGKDh)_s-$ z=$i)R*r3$~_PoO$c@I-}_cUn0qcw%MZH9AWglfrC`6R|?fMF@$wQe;6JrbX^mxH|S z<9!|}MN?81Qzxri1eq}9O7y;1GQ>?WY^dJWO^@D2|}ojtN#ePHX(*eC~}UnZ@7@GMo9eVK8r#M z0urdu?(ro|NlEUkXS4+R5>2gX`fYg(GHk!lDe85YzUH#sZ8_#C&C?oIqs=oJt}xY)LeZnOVwZdRj%ci6vrjjVUoHJI%+7h8Om#!ks z=9eOXK!k^7axwxLC_^IAbZxDy_t6#RC5k_yzF zE}Js;_DKZM$cK$*ucK}d(zNLDqG9H9-&gPXV?c`g`&?J_14*+4D~E2X1jt)IYq1<2 zx`H27nuZBf`06B#gaZ2um`%@Qm$;cs_xAY!n`3-(Qc{=#oL1-EacbDXhDrMh#5aeh z7Z!#9Vgb|S6u`2}s_fDBh`0p>2LaWH`1x}K-j$`Lk@xLql@k})go`f8W1MUZ!Z!(Y(JV@T!cMP zFm;3{F!Y9f29YUuIk`GEHVmMLue@YiZFHesch+q+`@eH-ZO=RkE(tAqhG<^i)-YRl zzGmYH$l%<&aNkENP>;hWe3!dH>2Y1p@98u%R1AY3u!}j|pK@n!(OtUUZ%AyW#uiK+HEi*FPL%a`*v=*hy zY&o(OwX8jz4!8wNM~j%saA&L>I7}`uq0pDeUKL;ov+{`etKS5A6T zOSoTJ!)hzsoAKEo)XGJeQaX)MSF{c}KGBOvKDe5m%j8n9rq@*Xz}0qv-hP0!YO(~4 zX)4rmqXzdTxHpj`I;}Bk`-$by-@nDdk;nFryMI?gfWmvtn;idteMgEM4(4FA3=#zF3(7XEh zP@&(HghIL0J4DEm@zOIvgGMby^+SIeTd#3T_yV0GR~L12o>zGP-#rsgjYpl}E;u~t zbSz>ARZLZL)4;ETO3Ic3-1j^bw?{8`-w%)MGk^a>o(*{VFoSTwBTOFN2Hy0Wok56z z`k1h?vXU-hK+e3K)8F3@jInnLT%^@@_xB50T71;1SC*GY0c&xB_m9@ib3T54H-Ou@ zg7G=|^_TKZ(AgLQb12{QLdxx<$HOD3!Cii;;o3&9(!K%iHA7%tF?L^uk^U0neM1%5 zn~)}X<4YenU%ni^{If_DwgZf4V7qJR^W5}dD{KnkMqBF}@I(Fwx!WC6b8`bAkq}s1 z;loB-ARBV}ppEkn83f>9XL?6#$jJ%8#IC(k9b&ibr*f9ptWP3vo?rVXnx8N>uY9nZ zar>1i^!>Xkdx)cCDUvvxo138j?PPxfl{(mtyGf!_%0dcLVOmmm_X6xF92C*h1j- zlWyBrX;{M0J{JYJf!e5o42XR__s9AY4RrUJiw&P=(u>x@2gm23fRFmEkHv4ysua(Z zGSiKCP(aF^1nt8vH#mKR+0i?aZX>j1FMCjAPVND%J(1~7i7mzO3b6!j5d1kti)Rk^ zRGk;EbRfm2>{w4zo2w&A2LZHLEH_QDrTB&qbTP_Ygwnym_?#*4n1tYYkdeg#n@bcb zYJ!SbdEA{d1`RV4=o2{!H>i;{w5bxQ)ay|RkoC0CwlP9I(k*q(gpM{)aQQ4j(}k&3 zz*G8kf{wJ1nM;!1vds2NTVz%ZmwujSn&0L#uSJFq)gk}-wVJ~mn-9nLSg(-&fh^83 zLT4j9H&b6kdja8mdVdZWdkvcWy)fY*#Shg{WPR41w7uH6vT2+sIr{zHOc5iiScIVh zY_b6HATbF3wSXBpj@T(`W~56oU6=vSnZq}>nW@>jb>+nb0_1@1C#TIn5Ow?_zgJ3y z=rqyZ-0a4wpm39`f8YVqo3$al(r=^dc}viThE?&ZH(Z~YDhylVz8W;R0%}DqxJ!U= z2?d8@3;3l>n?8X5rYL+)Z>ti9T9}#!0td65b3GlcR1n$?0P)LgD_~C4;kMRfHT(?F zhW;tRkB^-_gi#UNL6SFYxP`GDz?t5nt~OQ~vk&9%eiu$?S9>J^;k%n)*s6QV=8CWS+TVnIOMt8k5rjQ&52`oy%ELN z3d+#P7(x!LotIhTlEFrrp!d~e5)ypT-me!L7zrZIrVKByHymiz*a(Mg@|w>q!L#;)A(I=zD5e=#S)d@{ZoXR z$O^AJEoY>4jM8TJcw>}JL){_r68fu%gAjca%1DPa+xAzQ90^Q13N`(hnd@HZd)bO_ zB&3t*3W}pBkvN5-rY6L@j~Nw*L}$fvKmWe%!6Z@UpF5wqib6d2zq5{c_cOh{2NnV^ zU58Tzpu;iYGo_W2xc48(A+2Q~u>Et7s!uk;x*SRp>t-{1uX&;_YrSm_6)Ipf$~GN$ zodKrM2yNofw&#~W&Rqk&IXeGdI zJ#`<2cVYa)pk25g+O$?=exU~0eoJQ6-<|Jd^@>wKmzDO_;2(wkdLtUJT05`&z_A34 zI~+_}_Rok2d@(&85x0vc~LXSn3z~ui7R{j_4l;O zs3lF7!YlO8VuKh%Cm;#IB3}&sE~X8EPmsfEyOCy%XHJddM_3mJ=o`^_U`%P%O|JyH zP*B}(qC2iJK(uSz-h(UfF|7s|y|e`|^SHn3`1=y3l}WRD80!E5DYXFp->(I`DD6r^ zrY_h2wDRHtPkyh8b?t~=0Z+U{D(7bkWjoHu1asdpynXnDtKj4`6$*xtf5Y#%*$a6>GNvjnQpi@)$u*wKj)H-C2L^6cm+&~vqr%}`RB=g5*OL;^6x++rs z#|0>pNwA6~WPvO!uD9PQu@1jVg4n;IrqIdEjpN}X?80&<>j=+Y?FpTHHN~Vx^tz@< zyHF$_Z^p8f>JwZ32C}p55WUkKnX=%NECEfpRM~EgP2-5>7_I$)fbpvzmnZiMM{a>h zn{LiS^aVQB`TbZVMv1C~oSJBqwko!etb;~3sDRaQ_sOfI&NFH!Ed;Mc4BOaphy*uZ zaZIrS!5@WPf9Ij%T_o_=TYeHO9?w-}5)v&u!r0%;39Mg-Wbw4<8COlbw4i;?HP*2) z%=@mA0A==h;BF8*tT6RA0+g~E*g;9xnLj5bodeS$c&E)#(5kZ9+eJm4_wDXiRVOhj zH|3qJtdabd^;dlNOC1(kGYOZME5uHuw!+|suKfH#lf2}<2~rYlv#f^w&~Xf*bi*xz z<>kraRU;hfAG1FAo-kvpsN}yP1$x{shU{k-z=C5``TbLAe`({79Eu~%@X%(fT=pHW z874^!+AlfpNP*kHGZ2V;TR`!%@<2P}0+iUv*;yT<;xAuJzIOzbm3{mEUBszz1@OXw zBYgoUti+$hIvs;3hcxq=>(<5JySr-|dA9^G>?l%7qIDu59!#iBfZGat0UJuM2@f5B z0fAUl7uc4cCUJnPfg`Gy1|*kETLA^ulE%%_Y#nLLV=iRmtig@SS zJ-jf4nE39253-_pW)8pU6+W9mGy4n zjp1vPXTL(NbBZ$*xFLlDsc-?7E1v_#=qm=@XWzKf^JQ(2<~NhJN<>cV2_w2;FJF+d z@jbcSCtPbz%}G)UhOCSD5JO!iUh1PMSS{UPZYOnn&QLqu5SK{}qUo+u^w~NE!Tq|G z^@Pkyj0)!c3RV7+RPvPwocd7I{{V~v$FWYnAu7Hb_|bi^@(&DNZdyf5k=Ij?)e+A9 z#4`=*CNZZWbG05UHaTAO7g$)pCZg7No||lTdv{H(YaKU>V#9*+L9|U}wTp6yr}ZI4 zWA641&oq3@RqMw#qa26%+Rs85;D^$xvfbdF6b-6|-e5rn%J5WP(&aMm%pK`VEiQTu z3+{mT4d~iImmyfUAHW3c(Pn350{|#!+E!I{B(3P&fd|rXKsqOB#rt>ffbu~?fb5^{ z=CI|+|Hu4DvEAv)ReL(r_ZJVCl0Wd@zv-!E1skZx9lFsM>5#~V)@`g-Qxr&;~$pQ>9+OXXYP|2Mu0oP4iZ?(29w;0S~p z&XSqL3sh1bWeSxb&#-=;mDYJhKD6yp{N)IoNfq8^QX?k_Ua7@}ed@_cU{e!!TylTC zM&sMGo16ZDZR}5WpjT05{1%#(6$^g4j1;A4zv3PEOOrIoY;xUi&A^Q7-WH_mz?V3n z;JYfLCIJ+BFkq5gEA~^Fi+K&i$OstAcTW-gp4WgR&#N$B;70byY@B#V6@LFmgz7cl z&Q_SE>oPlT6$H8o3Wd)uzN=le^a5WWJ8n9G=44TMf3_;L4jOjD`)Kr@OEA%z@eilT zDHuK@iX9=Jn2Pa!LTH*}@)bh)B1@<(n&3m2BJ#gQ@1UeC1zO4#*U1#}<>O7$4ZZE` z%$6KP6KHvbwNc5B#o@H}*osZ7_ zCSl*af&VC^G{d|1?M0s|hwn?WJ%)z?4Pha}0{Wurir2K}jMx5F0VQRa@Qu0gcJ?JZ z*;s5}Il16ba5z`RMm+oI3KW%gMC`lKJ)R;%BO)s#*FzQOT=!O^LiVv_Qk?(o@;5tS z1r26d1eQa__ci zN9H-8!GW>3n_w{?d3ga79^m4FMQ&Y>M~LdjBuQgq2 z7>t@=MXs!<&UkK4jJ4}c!0EiK&~c@p=M^?os*_Y)EM{uIkNtB`R&^P%qNJ__O`7@h ztTH|(J|?*!DSeTZTn2g+#H<7lpnpG7B$v)hvC1JznI&pW6L0PDDv3x0rrC#W4ywTB+1k*;cu5?6|eta?HXjN5)7hzb{2T zlrJVB?u{U$ReXZ>ymhf5+5#IxCzDZL%qvRP?T z-wz^}0;fOes@(;7c|T#t(ZCzSHPg6wF3^*txd;=pMKrBBQsSXZJx};wad!FhefAV) zF~rNONq%>~BL@Ara!wBmou~;3)rrMfqBhu?b;q}Nq(_j87w+u~9<8=XycBtj8Aft= zU{P&IuV*?*E8$;Gfws`yE1d`r^{KIlSj>{hUpo0(lg=s zCf(3Qora(L;t#t7io+DA<(kp*=%40;Fp5x#LTTorr2ej(QTW}m_-;D=P16_?%L5na zUn(-}j@@_m_V#nFUOWKj@E?N$M_buAvUNbjf+40I*x1D z#~wH>H6{XedABc6VnV=N$8G}jWdwzVh0x~-9Z5%vCh1D_<p0>n3 zcz#|80Gvq>aND_Ryn5O{xZX^n$tTmqEBB>_QV(Gk$GJ7o)RJItj9is*V`Pji#U3Yt zj#DerQqD~G-CmAMiJ@MCswF2M8bTx$oOF_E(NM<$E%zU^R7+jzB6;1nbW?F3xgF6` zi*Fef{McsZAjT6G^d@Lc2VLleXY4K-GRbt7Bm`PA>V(x~_izMyG*6Q_t%&@tEo31gTkL-&@bB9y7Cwv0YxZ!AJgwSQ>{vXqoiMRDa-+Ec%uvmy>=R)haEb&b0!tI7P z(rUO;uox!i=k>6lj*HfomPpXE4}4QR+}vG1*3Dw1vM;`WpQ2euOs?#12cpUeHLxNo zuWOAb6AY$^JVyDu!z?5uB==c;>AJVWYBD)O{uZz5o!OgZ4BhAdwd)>Q|T9BKo0Oe77-aeKj(!xn3y=X zsWN_JRQ+o;@OZGw&(E)6ViI78d?=0!1eb5$Hm*N`x!%{#|BkL)1xP)ZK4Jd(dhNb9 zM}GuWl$E&vls`A8%Lf6YqPc^E!$jkzK-I!of>kCJ>a*qZr|4mgKv^aLpUcDxwT-X}_Y*3rMqdr>mKZEU|abfA5uBDBE3977PI$OwN`o^wR;BTvGUEScV0+yM9>Ub-216CUn?hu}&`OHR}u( zfEfWWm|>02kXOOOi_}}tcmC~l&92#^+uS8n5l1(xr{t7#DYfW!4>2i^l23k}c10oWDR$p8tJADTkEN-MOhGNcZX*Jvtx};J1Blfa~J!gnFymcbNH@f7=o0Y=^C(=6g>{YIiAdW)I66Y zGIlx3>MQ+w5D(sOK_F~@0X*Y?XGVuE$eV|${Q3sRUJ$;#pLm!QY*J5vDV|Jt7f46=-231inCMJX?`ot#WL2XJeK=i=sXxdJeN{V5aq)C zc%{pPpOwTjX3yDko18lP4Wuxewb1AwoYjXa&=di5J^0h9w>1U@4>I7pL>J42@rPQ3W=f^9us>=erTjRPNLg6n_adiKrIj%YtfBJTobZOQv{FuoO0 z`!RC+`DczufH@X)C2|7H1-zBODrFuR?X$qiLkg zbMwmrOLwr5;>o| z&VAtF8f7AUjnRI(&B4)pHp{C#CUix%a@T*f+41;iHM8xP{(i_Ty{*~^==HKF9jG0 zQ01kLyQ0}y3n@1l7Hcvm4q7s%4-=px!+fY* zGY#2g^Ho0?vL}OYrz)fjTm9VQ1s<`2KN^qjI%c6*%9FdhyRaCR=ro|2uXEj20BJ2m zUn!B`VOHjDU1u-|pcU+~@F{!#|8oO|3&gql-~$R|NLCiR)a)Cgp+XzR^nT}TFDl)P z#6!S(`M0|YbW}-xee|O~{V9@Y(-J&-81NEeFPQkwsDRoppExQisXS_3FfmOmgIHU! z-VD$nGtjmlw+gpAsjih~-U~e*ewKROoLSe~ zN*-FV`3D!F-5wSCpX>ZZmb`2bW{rY3iw3Q)5TRhACZKCRZr%v(9tPx|q#{-9X5teY zU84Y=dGjc+@40vy)|VmSR)Od5F%;0xqP!}@cRpL-9(^!{$qtna|Qxz#tWOV%;>f4nP`4OnmyoPP)k6cXx62U|= zSeo(`=i?KPVr30YaScd{6ieix#+>tp_Ly(~9cozN2Aq)0hyV6SJhiN6fFhL#T%KId zcPI9*#U3}sV5uN07nScLb0DoWz`2A|i9q_txQF5Fc0b5J{T?q8L>B9Oe*64`$GgPq z?)Uf$tt5_%+Q07(QA|tiTrc9tTdy{v^}r1?xS+q{eQ3~hcjz;&8Isk|o&(^<7*!hv zZ{D%aHP$#IS!?fv4chphi;G~L-dAt6pEXw4^wA$5Lpa$?$IWoZ*`?ExehzF z-TIDUdjSIIG#9JYASeXzg^94{$@|S*U6WwWPOxN>yTcZz37g>q@fRO~5&q*0{JrAS z=w8+7-Y+^pASqba4Xhl%x}m8_5cETe%{Q+mdEJd*U?~iuuk!ozrplh_T;~Czsb%Nn zWI_1+ zDH28L6hT%R6@h&}C#kKi+|LDOE&<}=pBT%9nxvqbPfh2v<64%3ik>ijAq0^J=lhec zaMVF%zGj)^vajjp>fJ5k3mD5+{z*)CZpS40}^AHiKys1wP9>nGHbqI=Npqk&AxPO*ur?c%`p< zMYxx$-?j-BbL$)fC|+sDh=P*M&AD0qvh4-yWaaCg6QyNlkR=GqjqIVVs*3Ydo-jdyQo=ha_0Xl0MaEvHb?^yn1x70QBjH59ywOrc;*d*Z^?FO|u+_)CfmWP5lb3`u(7d$3$A@_7Kl1`mK=^3 zZ^0V&2f(D7Y%3}&WdF|xVdMc3GY}Jxy(upocI8Zm| zY_j$vQ{vGK>zC`!_$)eEMU$eNn|i`kQn;S4UgeL+A6O?^0aig5XV&-yy(Zu57k9j+ zQz27R4#vB(m6JbdTn?M6ZQ_BJ$O9>;`|pv5F7l2h6xcVR33m)b^f=;2vqDf z06Kv%Dci5UYdoPV2=P1M%IpZrB}tVMR0oI^sXt3g{c)xMwyIgr7*G-1+n&xU7utDb zSR;n#Z+MA+w)Dm=)>PkZU@wj(p0K4mOf@@VZEo@L*oHVv9ddHeFUV7cpP;deKtuQ`Cw=oW(y|4+?D_62AV zhjiLc31N<2`?^3r28$j5>k;7gUy~fVDqo}9bL9u*X1fPRJBfeqRYb>s%Cr>J?yeX@ zyKmNUGFvy2L$y+~EzX?T`(dFz4euQJgi(k|NY=@TjCF6UZ(Lz+plN?Kj5H(0#KGBYq9`j^^P;f0VNLdrEP+h29qj%n ze~)saGOYJ_U5nGc(N=E40YblT&cBF_ei3`H1EA)R(fj3I^7l(WKoHq05Z3vl-z&F) z(LGM45Gb1>K?d*7?KqSqkzp@ok7w{a>b19BLVA?fqy zc5mMnfBhQ!>z6h7!er9_jFy(R6{H>*oj0UeWrC4@{c48ve}G~re`TA`9WhyGbF;p? zh`37pkJD|=m*t6r8NZjyP4#&G33SJK!=w|lzJLBHDlsL%r~f54?mNGXj1r8gbm7L4QKV9MU~iBkY+uX5xKbd z&dWc1eiZ?V`1a`oD96w<0bgQnl5r2h#V50D>s~K3Gz4GuU9pJFSjMR@XyjFtbD7UYQr_FjRkqZD=VuoPzILc+*IO2~oa zNXa>K!;-?^^Yw3v@7wxng<>m7V-LM^nu7a1XRMAId*v4Lb?>(^Z(t+r5T1($wKWoB zEoLHW3G+_}bm&E=>#;CpKZdGRq~-+ePdE6F(AHOERQ)7RKm9WjaQO}Em|NZ-!BQqG z<6uLV*iEw7I=CC3(tQBOwN$gqg)CRlIWTeE%sxsQQ%gD^w;@%XwdSgRG2tguE`_kd z-~H5zRI3=111>)pc6}@QEcP@#;709nFYm21Up*Dm?FQBze7R0}>-O*WuB#7M_(<@Q zl9JPuCeA;QN5;lZGZi^LZ+F&Zdw1Cjbw8E)wIj$a+FOf9T;-f_IOH6_1zlcjpd>m9 zp#xD_HSvBi@qWK8QWWTbpZX}s?y&$u_nKX&6JJnMafFZIU@thpw*q8D7r;3@ooQ%K z1^h>HquIQx8d$q4e#e1$33_4hB-U2g&*ctpm$m(+1#eS?LBhQ^85c z&Bu;XZHfOXkdVYZ1uu^%UnQN}mwz>XYDpsW(#*chwY#z)W55*^%95mTaaNc2Ibj=5 z9Jk9u3jit!R)|Jbl4=D=K@G=#Y_$#vP%%YZfq~i}D`nOcZ)oyx=J|#6-eLG>MKgN^ z>W_{kmyjx?Luoi(HYJ}HB^8{Qm=fUMARVd7u40zm$~WO^$+|p-ul={l=3ICssAE%E2-7$smRq!ni}mMfQoJz##|7ZI zdWUWofoRd~F7xDrJw@8{1STK3l2BeWpZwWIR&nl%PigCWXc$(tr!Bq+?pid|id(Fd z!&ueXff>f7X@bH>coTGZ#lZ(U^;TtgiJ>xbXBi_t1de%upVYHNia!l;X1b9m2!3PG zRHuu-CHyGpe9pxC8Lx|l+cqjjNCcx+YTlKxMKozUsR5zSjlymH?Q6j!nz8m>TDc@v z?1asj|H0wFS!Q-(cD5govh>JX{?spC10IHtC;-=@$szYMU=rftsT20u#SJfBe*zz7 zm}~cGb9Ux?aNt7(_Srb_AoE}G%C2{00fuTy^pc8hZXP0kyoN+MKpw5*Vpc*b_tnb# z4}CKisbDO+IY(;xEu6dhV`+)(!OySfSs9q)0ilt?Gw|T?!bIj-G<8AxH4vpwgJLlJAiyD`HyY>1auyyydSKTpGLat*yJ2|gH9*5 zu~LEF!c1=xLu61=cLtKi7im|Ii$qa|j*rjzLR*hOx{tH#8skSz<-vffmCW_M@RFO# zD|Veu54XTj);C~fN`;yLL0)YDysk7pdC^sjK)V-!*Bi$ZZ>4Ou$ODLrdNTN$kgj-x{ah+R||9Z{Typ@twbL0o(A%jdx6 z6HsCAul_Vl&W(3Ae?Q2`%r&!g4?WKn$zB9~OpRx~k2?R{+=`OFbJ{M;9LdAs64_!y zfU%}09I%H6JH++6ya(1j_bhOfwQaH~g*}h?MMcwxU4VVK8+ak6wruNs)z`wBYC2wCdcos=R*PUepicY{5Vez}W&@9f&BzUs1=zj}M40mJ4b? zA|Z^sn9mqBC;tC|3R+qXKEDjucnyHFrTALm!QXfg{+E2fiUUH_9LLV*=T~&fQ@`ym*IUjfIczaMM=^(A$AYAU zo`w_s4SW?S5PE=8igZfvL=}qUkK2hoJ=dtvmBgx-G(D_PKK&$*`-P^Q9cw$OP6nd3a*YVv>e0 z)|!zKf`Am4NL6Fg<;FEglR4IrVQ~940TL!>$<%C&I577v*rA?CZzi%=d-F_d(+m5? zSFCi3i6(IyDdY?lsVgOQu*W<_p_>5@nUzIcG$2yffi0Y?D{~N@p!8`sGj4Q!GBjqh zCfV~l4B z#aKB=!H73%MM_@yq<(Wkzw+t1{K%FOcd??8rWNx+_3gq(xW=1Ga^bt4E5X$!4CyD` zm#BA^hENOc1J1N}8ACq2PQHjv_k|tLoMKj8Y5oJHBY?UB3;Tjae}Bg7tvomdx4<1N zvyav1QQbh?lLXjB{2a&q>M!;cE0&C$Y@`1%>^GE^ZmZX>T4t^UTVv1qdZy{Dhu^WN zpf<@_K#2->E&g$L877FJ6uIY&UR>Ne++#}pTv=L5ohUaxI|~IyXxAZP*NA}2jRF?& zANLLq*IQP_RNi-tMAqST_(1Uv+uozF=u|?8QE_8?8Mn@S?}AW1C~{{NoT~RWeUvbJ zEw>rkrb8cSJZ?F5fWFw^M1-;R1q=?L!}$S(q;MG-8EZgp2ZVQlMlJ7LK#aFKNn2j; znK09{0LY8lRdm!Ud&j*9@TQC}>|%!K{Rm1;(T zFgD;6Cud}olfk&IwFgKqcC5qktSuS8c#8$YihC0wVeUd>KSD&6CW~6`?vzwaI(N#E ztT|Rvt;mhyg#$DdIOn3wV&F})G`7x?&o7_2kdZ(`Osi8J>QVX!&GqD!+|VbpWdIP8 zEb1z_>VWf>CCt$#s=t|iZM}ILlI-GcM4zdYIBZ0db4Zmc6j>%SU=0v4Qn@dM*S>XD z%SN+(9?BB=($^2Mw)zB6w-aFuqbeyi2_%Hk>xb>Y(8^hE9=AZl%6Qe1uq@Kd@F%-R z5hpGfi(?jgOs-A-N^Ye6gNcKNa7=+LgH-d3`s8{|IU1SzWv=n~TC#%%6eQhr+L*y8 zyqO73FDwkxAO+2eWmJhTjQV)kD|enw6EX*L$L(io)1zJC4R$G=8PI^2}^hSr9T#6bUVFL~7IeUB=(*hvdxv14d-8YcWT3FB*Jwpi?kfI-LbW|%JV+(ME^EYl%IziMgQwOs?zz7~M24iiv=j3L## zU~PCPh#!V&^p5@~d1C*1CqUM%2K|ki;~L>lkShW>5ygUSyL9p! zLtaoV_PzM)EC-|SDgZURmi0xqdV&+~C2kNUgHqYj#Z92E^BFP`Kpr%o}; zw&n#=4ybc-P3`T2^Yfjk;uxp8N`GJ&*Y(w6!Br2>#u@P4WOgETqG zM}Q8G*-e9+5nm8mU7=YMb4Oe(2%_?wjY3LG-?F|5pHKQN3Y<2y3U|Hv>T`#cV)x}A&Fgk?0bYYXkz$q}MD(XdeN_r`xe*5v;|%zxgB5WjY36xjf=brF zKg*ncM-@L4t9eH_R$fvXXF6ekuJmmd^yBLB>-v?4XSI6-IQPRg0uLjF5J;r-tmCiI zfK#HBRGqZT_Z1b{cYixj8l5j8MqhHfcg|`&FFd}n>LP5^$$P>N-bs%Mq5XRw4K^K} ze4ej@@Q|Gtm{~B8Zg!N&R#Dxnto(hvs%tu+`IL*uUir&!Zf?S|9${wXfVb;*f9--E)7NY)oLy|L%C=j~oH=so|2m&u$6KVKaCbf6_w z$O57|a&34-ACYQ*7ZzK;{IMp%%l1Sd!x~|h?NeEzIouNSRdisfT7Xnt0d6OYfm#JXuk7f^CziTOD4NgRf%6X# z#2~tjlv=w!5gxQ;z{gj?i~dSYp#PyP+{LJFPO&Z7p&rM1;+v~sL+8i{AXb7N>qotY ztv;Q9fJkixP>XvE6@EkFNMICTOzLTMjpgnz9HGi%`%@{$+3_=CB0=5JJf@+wdn-ol6lL>V4Pj76<5&-BCBK86k8!PT~ z^qhI7qJspXJ^jAnA!l`S>}6WDc`tgFfj%(uHTSlLWxgJa#J#__C zECKIx#(AZ1V1@;26#%Qi|E~k38_>1=eS}WDto?L;|D^fy=erZ1rIv3wZ|v<+pYaS| zF>(9YgNp31R{7^WkWgTEYP`fb8^GUm_sITLd?-6-x*bsJm94g}k^{+EUarzrdAr^* zUq1@EBY}6niT`U~o-G!TYcjna$2ttF=&)J0q5a}(f$&{b0&unju9!g4Z!>lci;;v$ zjZXe1{oBoSLD#(~z|(Smc?pWTJV@@z$;kmvhH0_eZt@E@Z^E+}0cC}3?b0lvmrCEC zQ}17^#_IgKo5`FLptM^YO)Qk{c`vZ8wP|#8i}O0Kk}8j~$HPq^4#bjXs@hTmAt?Q% zJox|9)90lnjftuynf3K>r78Uba!H1VcyYtS>mw z>V@+o?IxC-eN$5b5J}*@;RV5yO@M%5s^uR`eOBGLl8eV8`85s?-}iKf`sWFt{_1KY z^bc-$QNZ?{^q}JgzaN}ityput$)ZUc@G#ZP>ASa)N~3}J8{c+xf?g9=9Go&CAJJaU zV(`dti#~!~@yq;i8ema#@N3Z8XZ!+{kdU88=oYDrln%5-AKL-5gdKn808 zQX+&gISxPdCD&KhvklefYN)n&x%?lm9R(=_hiUiIGl^z1bSftV-*TsXliwm=c+sAV z^RPUdKq$?szg~uGa|jcki)VBnU7dkhtPWOjyuB4RS8vAN!%olDYCuOu(JGCK$OQqI zoXx_zSfi8PnljaPw4Ei}>)?`A)$|m> zCs}Lx`0Pancv)LNGeWfW+R}FxC3cx%InuKrSZ(-+X^3+}%6ZNA{N{Zn5UVmJnJxmc zEsE+M!hjr(z_1-HBD!H8xNZN}qQ0YFY)WJN*;z=!9~{Sa+r&tBfhS)X#Z>U|W3sKJ z7_*d@DQCCuwTvUq^rhcM=64j{FiK&*i~iQEn7zIHGECUx zb_-aQ;}HOJztSAxHL2t7J>i}6Va3lV7PM0MJPasR#dd}p{=>YVXYc=c1twMS zUOigH;mKjruaeqF+w57m z@Kv|A(r2@^88^hj%lW%-rI%Bsf)Eb7M_aZ+3=wue5+IhVurn5Msl~!(&%M^q*xE_s z3{aFA&u$rG z0rR1P(IufUcq^q&jBZL#-fY8X7MFOhw}KQM-z0-pi`Vj^&0a!?h%CX2_Jom5>>?W$ zupD&SO?@yh>H77b!lxq((UP|JR7oC;A@l`#u(Oh9`Eb6*MxwVo1t_VF9uf?T7Lyux z99Cakpr*QQFU!T!i5ZvOFl6`UGu5A21}_@S2mHFwjfw9Xg2f0`gj+3=*}4WCg<{=@ zDQb)Tq2%3>qT}c#(MC#(*DRV#H+AU#G#@-Hha~oo#}+R09)TwkHO}K*1n^5@*qj8yqqtZ z^+p$1@AqcFP8U+n2P@r8IL*vr50M|}YyI|wviJJzK~-o}6NO=ruhbF}EgbZG$c61; z9rV7~tCvPYGmDH!bQ3l20&+aZ^VkoeYQ0xwCw15pvsZo4qJ^3?_hmiyrs)p$?88Kx zulpS%r2D5Po>Uka8R{r0orSbkE_^vX{{98&xZmoNsdNvwFX(w6*5Kgaf4$hSE*GrB zg8`rP0#0ZM2{`+|&LVyvxA3*d13W{759}Ja=;+`u4Z3;3PnNeeV*kCqEgzi5?*V%c z<%b?K9p|FiWVLX0n|-ECHbJJHLIpvcTIanQN{uc%UwyT|MVw_yhtj0Eq3!)O*6v&j z+r}QWf{|5~&H7NM8H74$*)ZmPdrXh1hWN|qge&R&)sBWFz_$6x(;4(stCU}c z*oB2=+G~#9JgC+CZkptII>6pztPZ= ztSt{;O7mvjJ<^ajmDS;#-Auu+_^rwM@l$TKSx_a3m24-7qrn@QCUd`w-90#`g9FWQl9hclYK% zNyD{!ABp4anszhDytASZ4xNG7?SDCY(h@UNQ9m(;14JA1Bw6WPDbfR^2ZR?UAnsBF zcL_Xc6(i>-i=0g#5yt@Nl&Fzq08s$9R>hyDg@??#&7}h5|QIqhO zc^NJvQMUar*}7(RiE%j&EI4G9{ksQSY8f-Ww{25_G078;Zim2=W(kgCX^ag>@FqTN zz3k{$cmy{E zw?!Vd96>3?e=X5x zcRXTPV>?-A^Mi>vOPD@f(R+6~43xNZ|E+#)E{VOpsskAk?QvI?#ogyf>@gWPnK0Eo zZ>q`H1HShC#U0r@9$;ECgw!U*N`S%g=km_cJ>e z(fva*3uiS(6d`$#4(ZCXZ>>-6r<5;JfC$oKA}M|M=k~{{M=L~?Mj@qI|HCA9Q}L%m zW~UB=?<_vrIaOf?g+&w~RPF{TW+&o^==YyLzpk?Fk+}G7HkmHe_l(TtEVOakd>5sxC*$5_m?o3zob#q}#PSnp1~Ft{ zdg+~xH-pGfBYLiT8&v)M9@SrniHK^yjP-VO5KgN+H*(sxT;I#)e{Z{}%d`DwK9u>P z9B-1EMXl=?u_ zG&MA&LJ-&B9%k$!oPI~_-Bb0vWPsJNU&bIBK&B*qIrRa6sGRzX$#XKO*|1b|Gl z+0E<|Dd6T5lI)0xiO+?#cUaqyQ!;C4r@gP~Q_!{b4o~0^zLpTHZ8z22)Oeir0+z73VX1f~;0VKKQ+`d2Xm}R`MuDFg?ia3@dd_wpv@+y;# z2cCDcB7b2!DHzQ4;aT@1;0f=^e#H~$(H`8AB)6e;#W!fgyJY|@B`Cbf0uTY*!#JOm zU$ixum*d1cV3p_L{TPpa%e_sWeF||p=pO3r%Q5rWi?kdnk`tdgI%o(whgJxL>dh5k z4shmLKVVin8gRaGlY1n(P${zMGgud%Eq#CUfN@;wr?^k6l8$`m(7M%Oz*$YQ*nV>a z97AlWU_UrD!<_8}`jLz8!)6)3JqG0XLR2~Twt;qz10CSaj9mhug7VxWYMN0m9X^{j zmjTCOot8it{PxX*6x$8)n#`_E7N|c(T=0<^VVbFbIIwUqRpQ_mW;Hk)0Ig%&L9HdfesA z>$CEPvLGtqWR1D1N}bGSW)1vv{*Z&764V?CiHdgRDn*Kq58l+**Dqdf!1+A#+G(8g z{k!LG6C zLUKuEYrr{v@)TL<1UIdJv}kwKoXcHi-js$%74U7RpjT>M?n{PfTf8<4Om4WBl<=zj z`5^&D9yM9*4Dp+M$xp^AJbZoAf{7{J*M5GgBYs$-=HVd>8T9;#&$DF%0~WW_b1N!h zfNpGA$bF6%Li_zZ!$#%uZzHA(xSCSfi$Bf~2mt@zg|j0UOK4=ulYedAvu6#QJrrF3 z;bQ)JY|GS7CfkUht)jm`yGyqkye{?8TdTdRinCmlD;H+x$wpUTx zRx=E~XZ&Od{ReRfk}!_LV}h||chZn6wh~WgHQ=aon-f~vq}?h|iz);moqn zUHS?$G?XQzue70PG&DP1%_zIC{q*64I$!oo$y0unU9~0CenJklQ{0RVhxHdE#4u8~nK=8ISJ_M35_@?>jvFwdR3|>%VvL;>Dcia*7t&){t_tT|b$c$@hs6-6S9`pyJ^{mg*Gx>C?@b z`3s1%L&eu1M9W<|wjf(3p=}|h?aA@(by(6NNy;2J4u6c40+JrT-W?wY@KK&0LJ`>z|Cc6$yUNsg_n-nyP}Yo(Jb?|brf{n_He7>&Ax!zo!BMY2AXSXp8q)MyM*Zz z3M>F51RP=*SWVSzYMh55G!D9A08PLb{XyxBJJe}1*cqI#JB=59{P+>Y&#$MW^9eqD zM(-?dE<#R2*R!)^5ccfdzr0ylDF{Li15jfBdfBq#>@q8yz4y}l&VSQJny9#V57gN} zY8Dr9wzP_;{H(8w%xWxsRn@zol<70teF>KjOW-~_*ju)537J*#&I-XD!Cq%&id7bG zjFq!w4HXPRm=W00au|{R`t2(nk$Y8@Cpv-uUKC6p!N5qA+=7b~$PIZbLUh^{s{8Pm zKW)mw6*D{6Grxb0mI(Ox^R-dPpu9(RK53Tmk8c&P&Wk(6k;-LBHLT5*kN$x1X>Mpg8NiF@;HM&!1Mi(-d_HuGiVU*d^UCh{s z5TvQd|48aK{tiIWdalMmqR2h1Y#B4Az+b8MyO~pam!Rl1PFLG$`omJVGTZzC+OY8_ zI=92@tB7ezmbIR~anl1jE(%ubnI96QaU|E*#iQz^N~~NZlG|H6c}oo{K(mLpw11gL z+g3@;xP|NO3(?TD>tRvP%H;)(qHsDY_C|FjLG58#5I432`uOfmsn0WR0KvNGKm`{_ zJK+KH$jd8lNixaK+L#_rR&BXDipg#%={mSDmM|v2QHh_@b--eS93gRUA|?T#u5? zcK+*E=nDui1E1;Z($Yxz99N|n5xmL9c!^-$yOCBS(8|*P)3dW9qod6aMq4-E-UK5j z?&Z{@VNJhzUW*Ifre1|c4}JinJhz#wZj6PS+3nszFs~Xx?CnysPm-<}9%sO64#xXG;;^9WCaydtf*?1!3oBP?-HrV8#y z(vS&Ii_`v4?s&+Vf(K4Suk0z*P-i&{5?Xc}sN$YzNPf$=p z0}ifKaoE~BD}2f#649HlTO{~W2i8keeTL;by7m-qqS{gtB9n83Ou#$aKY4}QOoq=? zp@gdFcrenjbMj9$#~*$DoF?g~R%Q7WE?4S)kn9~2EdG^%rPO%z_A9E;>F!M=u!vID z$ePgba4t2BaXbp4%CoI%7>8gRE4xBpzAzZf418-#PPV z?)K&vfJJuzI8U~j!#*v$Zo5$`UoR#MZR>q zsSd)Hk3PcSP#*Q!RBQU0&cs}N&@|O~d}vs)99d1Myy9MR?)6NnJJHDj-98fGvzOL zobeHrv7k#ze0`fyDd`L-DX=1yE3|;p0Utea8vZ_I5i>QVA|PI&7hyJ>tD(JmC7Btz zn2birtIBdq26Zn_dY%XGZjONB;$c|1wmQ(8BdheU%v(Wj-!+X_+8(D*!RO0(S{tjXjh>c0b3 zs^VJFPBmc>5&hf|5P@MiE+BAu)<+bEbRJJQ>+4bs<672fGEx|bP4AqYBZVnw>26Qe zoieI5KY|Ixr1J*lw9;QfO4a{|dUzYBrKkHq$mtjq!NFZwu#T62!ob-KjT{lGzEP5a z$5Q9F&a>QYitiMgd?8EKnwm1l8zXybYw2O`b^7*ADbcA%G+bUQGopb{ml&?+Q-p^k zscY?c_}V_Vhd=6(@kLN3@Spt&xSQkX0ItV_cyWQTu%#l)QXmv*^27H){&?<;OZzIe zxb!UteN3tDdvG_?oKw6FK&NW;t_Fb1uC3( z;DA3Dz9dn?Bsw^lFw@&atopTub^J-j;`Gf2e3ZF8q_^5n|DM_jnz4RWK)*IczqnPUnYwYc$sZXKZ)BM1PeRq8|>GwIu;fd`%fGl zmw4SPpV=AXDNj6Pa?!=naTdaLukJs?ocWJOF>Fv||8(i&)WAw|+E`*B|6t?7&UKOs zqV{$PFx)bkg*a$g8w;z%Q|h13S^7G+84RE-oZMO3*!eMXcbI`uTsmJ#>dhkyJAn`$ zNpH+$mp2*Dgc)6|$5s*$y{BW76CrIt21XR>TN)3m#A_g`$d%3ktyk^e&{1h4Al;PW z{ln7NSGKAwxvIiU>?O{aTP;QI^+nZq03|MiqY>_6L=~gbdR+gubsAGuSptSKR)h5# z(Uga{7DY=7Yj#COXy{a@Kxj&al!l}~z0x@wMjN1EKsf7`frN`%aw4eY*5cCU;G|5p zZ54TUFIXP%p^6^t#2vJyk76^s+B;b?|w02|Vx|!5W6cgrfg{6AHSq~G>+#wxlQd34NRZ&`+S5gu&opS{=WuGhw+8JlP{*1M* z9!;9uzki?m>Mg@ zNlnY>;8HaliCN3IV>$bax%@8YYJ~}W>vO#cEH@sPJ-QKid`M@n4ad=~{k+&a&|Cq9 zq*tP`HqJ>OS^0265;jUP`yXyB5JFhzI(?df-#j0lR?x-`Cmh1SyQ|8012l$F>Yuif z!Lpnx=E4g8<%03ez-;)(N~2|*Oz2X54$gGCusIC$aOoG9meR2G;gv0y8w(GI zWshjY{u*xPq%wEflC+g}bSOR>7$C2wC}FZXKAf_1UArKZdWx3gMLCuo9Y79LW|ArY zJ@s)o=H*yHVGl;E2)y+(J7QEMdNkzwZ_1uqeu+Uiz`Gt0c;@8NPl~wSM_15H<&JdK z9{^LkDdey@a);^89nsW2+W34OlY>y}u^qy_LnrVmExdU^4h$l9b-~X|Tqd98E8a#8 zk8)1eGcz)Ni^7fFzk3nphP^|;1KKxDX*r%kiXdWb@Ar#tv6)T%ShdW;n(c>&$D9b& zPgRB7w6}U~p~M<!%MF^zM--B7sY#U;tb{ih1bpZZW*Vgq`%#B>|MJ zb=ok%k03Ps`qhgHf3)Lv1p3{E7AZ`z0E;W?w7p86dSS`R%c}Q2V)?!_#k5ljn8yEM-&WueKu9XUnU!4`sv#*s;qx5^(_wn^eHoG zsG;rISdtvCX^J-e6Cf#ba`xe=Sj4k{%$E+jIs2~dH`AEXK@@SBK1z4$iyTzT9Utxi zH?0VLjCczp83SJi4cNF?7`e|LNnvLF?77CAqCYr}y8iy_0OzD`Hu?rWC0n&ncX_-e z8x(jQF;ZcL55CoCDtFuc5^1`iIjsI^lYytys7pKRSTKH$OYjcn+c%q6i5~=7oMno% zGuf#rlAi@8+_}Rt)sTFCGVueaxK58dcJysa+>#wg+wK%;x&0ow1|W2AZvq#HQ@cDT zc)w@ma>HlwC3uGM;jyAFlNyeWrQSBj84{3MlK1xQiqZ~CMG64PA_3j#smWD zj@?oVJGRwQN>?3o5V^QXnNSbqN9r=N}1ds|X?pctX5po7Ar$(nj1 zmd0pqT3b*UF&v~}3`WuOzOH6xG$V7kKg}qeqDT_a6di}>#JLdq+s4MhNOcXZP@Pwo z^ZaA;RTw-+bVxP-cGJZS8fK)f`~$!otMo zLVnSZpmH2^5UOWb^h83-v2p$81g4-{B|Lo{#vc0zJSNDAhd=9COAS6$Klo~0nezXW zEw$ESQ+~pfGP{?7fa9-mPVSQ3>($QXCS^PL*4=?<3SFp=UJ);N`nbE!qXUhG@iz6z zkU|nZ&v8uO_|q#~P6}sX;j}laLUdF~*xI5DXy59#(;V+RI9y5S{aMck%}V@%duZDs z2k0XJK@KGVyggNYYds`5OlBUyVON!7gal=@U^1;jLR8-KT<)HDMHg*+-E6^BX-P?L zZtgRD{0A3TT%#Lu$)1>)P6;=+cuJQ>xa`#(Kc{w{&;-?iOqu?8I^J&|o`~ru>U(=b zJW0+UANnm)>NnEoB+E_*dbFRfSoE|?0 zkwy!DJog5Jo5g!?pfKTEO;kxlyZ*n)!rX+V`_@i}S4y^0f^FHeE1dGR53;;x2)m;f zpSSmeb^_zUO}p__&1Vl@%I%*%d|CEqgyK=-kEi#tW-rHKc5+Gvtz$M9tqH#0^E3S< zAa(Da5VsmtY|3>r+y&APfZ$DwJHWkN*!ktXc=3oTLKP6Z9{1ObMlIyEcp9$HV9sMg zzS7IL-l)sJCZiG23xr9Xsn~}PE|$LEr{k1qoyHZ0c_7aog6|(SB>~h@XUbM*>Lo}v zDK|XhouwcntHS9K{rmUI{kzXa9DyB#i{`eVi3}cfafr4Vzu0<}K7GYSMzk8;m#`uL!2l+0Rso!4 z*XFYI#V5%e>O6ZJ$+9nUd#nY?3{M&(QcnMSAp$mbA(K*zmA0?sO{e1#%*M7w!_a0^fU!FGk19 z@f#NdqGr~;i;;(*fd2JE41j8AK?S-7xGH?E>%N4z_^x_lXyCMcuePuz-q;lbKPUlE zhnWfjK|r4kJBh=C2f1~1sYyw&38ewALvus--xg??=vdyAB+byU*S;(%c#;3+I)ZfX zbQZ3^Sdo*Yg-2UzQ1$Yc=NQ9aWGQHftTYmZ+BkZ{5OuZXVK|9S>IF9qkD9W2JXai4 zj-^LOQra-mK!4xhAW6C7ZSI$r#^-=sB+VaxOrd{1scO>xqYXP+GQ2}@Xc1&T27PjD zP_PE*FiflECV<%??c#YO*o?RHO5h#@#5=csp8{A$0o|9;y1vq&j7u}P3Exl2Er9V5 zs+^fJ>U`L+l3Nism)v-GYJToubC&|xFOY=D>D-%2j?aHxq5}i5(~Tf!d&Z0B0AQ1; z8arK+c`F`qcq}QD>LETL9{wECbF7S2!OeoKDct?BWnHo9TFK&1=qmWqjogNO9IrtE zg_5e;MljnU|Nen8^d{R*)OX%bBe5ZEVYQzBPjsyQ1b1U9d{(>>C%t;@?4UGe7XI_g z5xHw1hp^BXa)d}JUdH-wo%7wS?cX1hB@=@tB$dtYcVu1iDeDb zoN4s>9zMFCy03|v1@c2PDe|EU7fbZoE=`Qbe&0oe@jU=^Uv*k*XlQ}d0V3Of;5)|O zynTC>DLl5#HqYDDm@1HT>A?hEj*7fcZz8th03(nH3$;sAro8N>kkY3 zM1_ikQZ@#!05EO|kj9#NoW~z`h^k>v-xbLRl{44{V5t6^djJe7fI|GFWwIx@oSYn9 zzS$G`8fRfZpMU=Ri8&ODQ?b>OYl6@yINuOX;{cVb5Fc_M#q;>hKN*r?f5YS!-{kt+ zsd?wmcWIRgUj(N8`kdku7sO{O9co2i-OB+7%ag40c(Mr6jAwZEfc(JHf{?=8 zO7cWqr|>o!)ewAB@#`Yeh-`V*mZ-Ui zYdq++9<>OR#)m_WU_oBdUgyE!{kxc}XTHj5tUfU!f)qL|q11`xXmY2{-aF;9Wo+aa zQnt7_XKS$?C1Gg5vwUJCZ0dE=?K5>S>GgFd&mj%3mIq1&l*@o@$X~lJBPDehA*}`F z!k{iH7{{kGfJROxTe~qeKs~jvx3#r3^7JxX(isvSp&FbX`q|ptv^;0OLg4CsxQHRR z1KM){tAi8qy0Gw;t=xZiNQA3d^4k;HCp(w849!*p4?TbX%}ib4Xh?VRy>gCFL4M)% zm8aBHRCKp#|Iq2sGVk80G_Bhyl3h;bWj80(Q|EZ zxG(w*fsuq~HZT9KDDLum%Z9~8sK@B;Wq#@C|FW%0GOZYY4m1{$V zRhALTSV*TC1UVP=;%yd5?I|$W z(2`jDxPt7oru=z<Nl}1adYHQ3zU3{4;w#U}gX`qYgrB- zrwdYkzvInphTum}4?4I8aDS!_iLS?4ww>d;t#8)?$PNO%xH;F#4+N4V5ScL_3jzSnSAXJc-Z zvuv|Udht!2Y$Q9FR44sdR;Zn^mz{rL5fJl#S^#1$WMQ4`PEFSaU3KfcGD{_9vJ_-A z0E&#&I5V4ke0V(@=*e4<4tPWNtdv?jqAP|C1M2?N8(t431OUmSX+gCy)|U%A3?Vo* z(@^*Jz8YHe!$Y7O3AYfiK?&YcTF@AE>Cz<-nSdZ+suGugo`=THGt8n+-t9P300}9+ zdcC!EdGNscN39#okr8JU@Nd&i?>i8Qm5T8THL0i#+RNY|vZZ`5^A(~EK?=c0ZY8@s zD<0a-dLY6qS|+d0t5RSvD=xuOWK=>9yvqN*VrVpUtPCL3%;ZprAM@=G9sS`N?sMA~tv2jWJC zGUh*UN3fxJh9=8%9VoKwp@F`tOvj|ubs^^qmTP$UOwIXefqdO}KEf%5`Z7;{zR8n6 z+(>3q(C-WqX$w;LujuA-V_q{fJwqx62>hGxnE&!&O|}S-h@M@8G$I}Hp;Q0DL)do5 zFmKKi8nG~@mhw`OtN|Sl_cX6T*-!i^1OdG)ZXFl!3XQo>K@lQ?|Pe)B`E!>6waszW?)2y=a!$ z#<#0Ejg(InXdyVq5 z!*)vIY)XT&r}kMv8eOddMAv8~W9L!O9NH4TW-9*ke{pxuy?($&0cz;O?!ZH3pH!R= zKDocP91Vx$3eh5gJ}4b1Ast5MU<@PV;u;HOy;V?lZhp5qG^(Qc^Ro~#STI>0FXWJu zlmBb&g2=d1e78D2;%L%C7ImZ*Ft%>9czJcEBp*i%!do zo6>5+Y4Ag6RaF&BR!m8G`Msh1-rb{sUjvyY4>yZ=NXwUWt;Rn!h6ms`RZTG?F}SEQBsdF0pn^P0CdCV{+7%|7q1F{d;pTbYT8(%AQXv*~;w zlU)QtXecn-z<`wiulua?u-~&a9+i2LO{Zi9MsSTx$wY_YLP5{pdiMr0dI2Q~@3fv_ zxaqCzoz;yW?C_nbl`ZL2ec;-z?OtQKMKJ>j@qI9=#4KqJ+u{Z?=f5<7?i5(sAt(s} zVjU1aeDLaQMUfFQ>CBNBXdNXu_1L6WeCuH5mRr2c@o#XPd@@z6C9^{Nr^!P)y9Yye zW`pU92}i0%L=e?BbBhITCQ^GEeq5|Rd?_5wnaq0`Eo5fa1O^1L^|=HSxISSZ-z?Jw zBZ6jR5^j+qjB9rD>ufzy^qr0>T|ny!mDImtn{_$rI#dFsDn_yQAVQdEDt zLI%ba6t+R{0mmvF)mKSAk397SP_&9Vh~9-#Z7Yxv zv;LQ|^z5BBY_6gKzU59h};nAWlpbc#RS&&tYAt6%BlrLR_p7{XT;HeaV zOu*S%>3nc0a0QeEkZM*9#ol6#=AgcUleoX{3pXep_ke$ap$Z>CTv1U3YbAUmw#M|# ziTKr!MUk&@O}@NwlUgQ-c9TNDp6rRoyXU7FK6BU{?KqR!cl z5vu^%J+3t)?gP(jTq?`}I}AR4d|jgWe4uh5 zCnR(b^ik@GTNiA7^358T=%J<_rtvI$8^$C22Z8>EVE+|_gKc&+vh znRdp@*;6;grGmYGP&4Pc%2EH9T}N_&Z@mb|`S{H;Pcc^ey_Y|FGIfx}n15yj|Ip>s z&cgq?arvkLZAdq(KX3*X1rY7lGT}ife6Nquqk+M~?}GBzcV-M9Xm`o!$o~GNT$5KO zR%UyGT-1wDpp4j+JE>D$)?H=v!YZlwvs299M_~ug?|7=>N9KguJX}E?!1J@Bw zgND;mBW*B7*4BJ)Tr~UmZ&4jY>~;t2>FMJ|aRU&<dcx^9B4p zT);s1Qmk6RcCUv9X96NY)f^hb#F`#Tu@*t2y|8yU`hNZY`bNCQ2#ayo}kUpf~F_6M+Vb*q$m z5)ZSqt-5sJN)_;)q{v*tHK|hC7ctLgPRaz>9FqA|uO6UoB?Xm)zFT1_cRU5I(mV&9 z(?RsG29+D;Er}FFz~f#>=7j@=HRF+Ob%445hulXeLJ_%nB{GQKc7c6?mk&{INsUKc z%_5s+!Xik|j@PJNpVP0eCqOuje-em*^J!KAMKcS&8P=7=&||t#yt>cTtx@ijw$E7o~@@2kOh^UwHsF&y@Jl6)7Vfn&Zi*4|E9RB zN*2z?n(^PT{w*2up0n4!RsCneyM>DH!W<>KT~X? ztzhzM@UMefHh3G|+hKWP!ydnkR0v=(o5e7TzH48d{qf!RUcmO$?!lTsM9BtD_9WGC z6z+xc=yNojKX(pNh3rVxG2&-5hXHIz#K>xc;1?erw<)`J3Yd^yTcMP~kfr(`zQZR~ z(0`UXy-DL-R`iLj^*xdto6~UH_6%!K*R4<@VjYq5`Z~91LqO6FL|L6F#V~5eq2X^} z$kb|4L4jRg@rMtdeLk8rn>?h%qf;;O;$eJQmQ9jlT9@<3i7sWCjkw@HB2l5sc{%$F z4p=lid1*;QypHNVS7|^7>W2>>P$<+ZjF_mX?wvb#%AG0zwt$Gl!=ry-uKxn0*>)Xt zGBv-FyhYx{7eMQuQMk(g3qCPZv-?3or+}|G2k_c+B)Ts}Fc|!?27Re~%M9)94)pxT zGQIicq#e>oN1%w+Jp9HB-kGpdr>b5SC^z-b>MbiUTE2-bReL*NXNv9cJde7rB_Pgf z7L&Imb9k(VdP|4Ze^-X+v=&PedG3sZ9yx$n^_8DJGOLi+xy1^HN|iJFYV!E4%U?9$ z_i2`bM(qmKo6c1%h>RnY61KM!zdcTZXSa-ne(}Zx&~QlJm=dDmw^3B2p9V5TL*z+^ zSrn7>^+eiweyo5J?S<(>8UV?r*HF2Gq)0SJx+Xvow#NL@vS->Cu4YetURwiAL(K2r z2_#`fw{-@4=6acKc+~@vBOty@SZ{t-PP8FusodnVTes!~=GU%r7yj?=>)gUxU?6{~ zZbJSqqzcX+LbEN+jrFNB&`gQ8OZLwKE6%H>z$3A&!=p1k=7WdZkL6nn@5E71G*?{6C#a)~0RUxNTyVyUbeuZ-(L zVm&j*U0N~=)RUWwECO?GGt!i`Okxz--CCvWTc%n}I1ZM~Sj8S@r0oA2wYJ-!tVCk9 z=Z=q*mqgXoE}N0-)B5E8l~MSRe48YONTueJqt(sssmVUUPSJY~vukTc&MTHa?;)0~|PZB`tmGcE5pQHLOJxBk3n(hO)KUdJKA7ctZYo}!U`@xY)(Q8W?B2OF;NVD!uQ<>7%`czX!RzviFCqAD#vj10p z0{h>;t?K;e;TSw>im()Tz9c!fsp?+$mi)Z5rf5S}NeRsh#lqR07=_`sZ;#{r0*H%8 zc>J2b4>c~b3fmjFF1=-=)?a8lrS$hP4gMOkYT1Pj`p8^vQ{Tk`@d4Q#)?DsLUn0m2P z=3Ps=c)HvOweLl4GvQp(sqM8emEh-2jBct zzr?2{G5>1kkdg3o(8m!`8E86#nH*v}08EFooXEfPA2bQq4G0wH_b%)tLMCN-ZXhq9 zoS(lg<_tR+1ajQ zX!JSUs^IC&4J|RSOgjP_&Js3EwaA%;D-wCIzIQl+Ro6((-RKh*)TkzfN1Hw`0Yf`u z>n00%dyKQaN|D8_BoPp8Ren>r{H3E%Q?ytw$Vg+E>jDMK%y`*9y5XRoBiU3Q#Weqn zjIR~dzp(*ZAuymxt{CYZs;G#)X$k{;C#ik52L(Zm^UNkO<9(TDG};-;cka-TF(7{q zcC#vAQSk2ES~Vee+7?qv3V*|+qj@#|!JPCtUdfAPNV1J1Jv7q=;~aT|7d@mGj0@y- zUi9*$A=X)x%q1S40s%nvH}2;(bKLysMDXscF$g;roi$6_8 zFi#5>VasWT>+xoQRXPAtx`qmVc&(@vx-~M!#@EZo{`s?FBeRM3+5S4S)b8iME1oa? z7k!=q)ofwZ*YvqG!|i)m?a4H8s({rqMh&a%y%`2sH5;4jEqnb}ou($C$>}V_zDrr` zwn^Mi``mIgzG!3+2aY`1%jlo=L`jM4j84E&$6yR&kO%KpQ1Ap;{L3Vix>fM>uJUl( z@{eLG<1b(56LG8gHLjNb--G8X>~-p%o+9eWd>jeAuaafAM()5{_kx(sFBVuX!P~?a zyWNcH+&QqvyWNoYQt5B=u+k@NTzPm-OLhfy{ODi>S{@2DGS&E!XM4G_zM+-l zZtKfdA+Pc>l}K)IXc(YqmAXBVD6WuS;({dFK zA8dC}N~DPTXq0_Q1id;2j;)8@Ww zY*f1FpzOO;m*ec}bty_sFp#eXYO|->{>hMFdHl@^DYIvLcuE!`Xc^(QvV{CKr-_=V zI*(spV9jox0$?7LKlsayd6X_yVw0T7ge$l?ET*!Ku;}gK6_cpb=tznEl9C=@R^fXC zbHQ90a(4Q3n-n+7ewdGKN{zm?zzBA;1S5G5*TPPcg)ycP2-W*xYy;APwdo?B%D2Cw z$Ox457qK?C7XsTWzgaOzC;|L=&VqmKSW_W*p zU+nxiWE{A<#=`Im7F_h#mtZ}96I_agpuksPoChH@t9e0mG}-3+1*pJI27vO?Io(6${Y!#4X^CcqW0cC zwuO&K&l?L6a8#-=^H{B5ST5n3dq1%DcNoyZ+eiv{Aj0fb*a4xdX zo{W2)COIX)GIkcy5DR{eb7W6x3GGQ`*;}W10>TC=XuI>-6(BgyThb>yeTBsyk&k`P z4P|%3*1&ZmifhaJ+d}kbs_R@^|L@vbjR3pj=I(4vwfDL;pfhN6Lqmha@$M`XgfvKO z186CC36bUV>*8HUN1ydh2A>%y)?Ba()A?4HAO{aWdcL3gOM#v1Tp3RbmryaxVY%EH zRlBr!t>CY|to}{@Mmbo=VBOZ!dpS|5cgF+`NuJ#`*D2#w{tkW{Au1uSC>CE{G43?G z9`&A8GI^Gnxfi!7b@X=_kLMne@xQx2$ZpWI%YG>{Q<41w5Y4HQcBC>>DjZML9eF7s z5svZb==~O@fW)BkllI~hKLX6vU$#?^kdpoEcM3Hwz>Ss#F;pMj29+4B7`syD0qmcf z4r42X!dGBE)Z+6uq~=}pp--o%C=4E^AYcwxoblwRBqz5V-wyECbm4kL3`9o9>^fE& z^zTDoz6jhihHJjQJo3CMo|{q!NB=91qO~tB=F?Ngmx%~(YlNTE<-nRhxehbk$RqVW zt*V1gVe(wh5Sn$4r1qux`MEuWJqZ>8*zwR$=F z4up;Cif3|U286?~3n*ySvO6Ex&m{(jB)Z#Q*~n*74m6 za%@=uBSq8YMhb|N3c`SZqVk)ce9kq{@je9w5qfP+sA^0T01NP_g5a!B3HHUyIowP^ zPcpaMjO@V6+p%^nb#drtH#wztq`FEN1nIBK?=93lzZ&QMQ@~em zz0qg$+j}43k3ZbWqL<>eiY{s)22q)EttS}%f_OzRwwXqL{#*R68pq11asPFFeYo|Y z;_&Iiqqv6DZwB4*91Oak%6`?GQ2geF`yWW^9(NA3p5NpZ)J#yg*KciUNiZw`2||4A z^pQzyT(so6J1t^@S7>h~A?j_!oZ{}ggJk^qq zij9zXm=rRS%_qupbFDu<*fv7mLef7O-pnI*#!CxU*`T6Fa;j-v=)&vOnff1Nhkw$# z{~uFt0hHz1wGFEvB?2PSA>Ab*-KhxDA>Bx)G)OlR(xD(BT>{eGje-bBNeL3t{jYmJ z-#hc~8D@42?i;T2TIX8FIwI^jWm%nQ!*pHwAPT>H`Vazu0BFR6^Fv4DT8hcqhoVtP z9ZOlmiO9(*QVt2tZs!giuX(0h7q*2DS0r##^1C^PDHWX2vdgoe!l{?Gxw3MzMi?DF z;XXvppD}oy%m(-5<+bC6C+k}=+ISjO7SFsz{hq3L5b!v-J2Cc^<<;^=u}B(ZWB2xR z3N>MBYoG_yeJoNIV;Z*4l1>VQ7*~YK=nf(gnF}vckP+W2Ov)T!_oV}ME?XUBz0fb# zv@nbk$~*-gzy|Z1o59h*fX;&qsB8-WA(+@ zCq-4;Lljm_{pdFmvP3GQDZQdIKl>a@4kvz)Q$v%OJpxzIF`zn*+V4Oa^a?-g1b z{=8CeVu6c(!8vKArrl8!dfG*w1pU?UkajglZx=s?k}p#z&64^Yj)T)LKA8v2zB{S^ z`MCfh@a*3vEUzJ19!`R#oz+rGZY=r3EC`_Sd}?RkvoH+)+k zf2Q4NAl-{e(@TKEDoMy*mdPwHVrScW{=MAo)f>pqbKWYgTRyqy7Hb}bFdEQUy1II4 z%7ev2k6O*Hr>E@~FCaUVm)p12CM~E7WYT3SR)adTxutYrmmUYL$?E7LOA!F6!lED1 z)Mx#F*Z4QjPxd+O$rqZh+}IkopNyYt zyH9iTYH-=>0~=LAXw@6rb z0FKKEfrBZ-GyjN)nJ(jdXvjsM%ceLn8SvX(Uqp1X0l>bn;9nFo)L*tGvNoK6h74)W z-guD@;6LO9L8QBP3tvN-F(E$aH>U%?eZNacUfXX9xF>Qx|H~q+H}A~+HowRt2jZYb zsVx@2zFV8w;TYkbH5i2clA#Y1o4LMBy-4cBA>$65C&(Lww*qj6y!E-h!%e2if~R58 z^01w}`SCx^#um&@?w9+$Uty|014j^D{hbCjO+D8~2&VG+RyhHyD)vkGdnrYlebfMj zjM|I2g_hx0awjL_52BwKbs%fB)}&Dru+b1={)4kw<*OIqaX`0-tr^HEFI%3^A#3=+=`fB#Ou6vCiMdWgkYyATO%Fe_z90_flP58k%u_AqsU>)lQgJ zI}jxY1r=p4Uvc&8du9X(`dwWeI1#|ukhME{9;EgN+nq6cr9JC*27)JA>MR^qQ#6&zXuJHt|3{>7%=z71HI_C)2I(2Byd%IT_(M>gEjNvCvBD&aW>u_4 zEjEPu3JEpMGRDazj)IH*n`hheXw6?R!2M$#->lV{F(ap2QNnyK7|iLR(a^bEM3@OX_K|S?18n2i={-J=}RPy{*mE!007!gaCHeH zg(0xuWnXMr=UzoHXwA)^#t+&8;t5tD&tok>`pn+^DYwWl4L`lB!?7ntVB@2@J{gneAFk#0C z_Dy0h?{*}O=q8`o{F1U}_*wk|HtSCp4bza218oam-(_V*5xrc(-Pcp$d;I^hZ-bD` z3p&7rMivY^>j4_-DQVoyPe&vHz>I&QKRm;;h=<{YIkT{xIBbp`Hl3+JCr_7fGvU*u-F9uhWm1_^cnG-MkLQTwXC)!`YP7M1 z{?R*03hAo-fOUXhQXC=9lAfv_*=k9(`Tn56b+g*-G9-+ulG|)a?@jvSH+2EB)v7cW zKAEe|xY*s5m@WpfMhK_>%5ShW1mam<(jQ;AzG$rK?H;I?K7Q}{*3yMIOH=&gyB=;- z`8*9ud8Y9V(tvjKzAA`O;fMkiIcr-dcLLl?;C%Zc637sr%R_Zx2t+a^CZX+#4qVTE z12qC3E3iFx?WF)cSKkNd8tnt#_TZ`am%`VdzQy~#Gkp?hYXQgY-LPF(Emt1@q8ZpK zr%XLP#k(WlQx|6s-#oy!d-6~(J$AUaS91VnQ2?5@ve!09Z{uaA}nKp z2!r5ufjY#vQm!|NmGu2U^-q=xSH5mjzZ6=hMce4^5$_nrmEOo`3HQ;-+_%Q*a9E443u1)|OGp0i(Z#L2z1;ph+-|9`A3 zQU`>^38%+D(-F}dZ>O)i9%m3a0P0)Hx&>cBaLUVp#-(j<5718g<%+wS6*ir_VWXHF zk|$iAmwOdk6%!2cZM{Ij1LFheaAmcQx2sb^-Wr)!MAPJ3El#VCx!t%ES4BR4n_Cnl zNg47G-DZ~V{j+`1g_bn=8B*t*2O4%irRFcsnlAt8U0Ui5@|Wx`apu!4RV;ZG_?x-p|g< zvxDx(=({8hWngNeOBQ^sKGqVu z*(gmU#e_dyBU5=41s4*3%WGM%D0}v|pV~d^ep{0VxvlNW!1Q~XaO<+K z{?d_ID@&o%lamQXgGrg6CKpehf*rcOE91{qT9y zn<`FTD)&KrKMOduYi)OMpxh$pWqirt0;dFAPEcr`5GA{AB~GlXq4sia?9|E?P$qAE zdT9xrucb~2>F-w>#G_o#|8DAuNyOukq81fF(2FRzG7Q2bFO?f=qKzISGy#2k8a#iL z;o&dFk`J(${%?NruK{uiVq1Y=b&rD(OCKoALyW*G9d& zp>hR**a!l@K|||%kK#D&KKA{K!MY|tT#4;HYuldTtBP6>{n!24Me$;F@Z4&lC5v%# zjk5m7&Xzh(;a~C18HL^DU;A;_%!i_<;yuYs-P2i~Os$Q-fh(){ zWVmwA%igc|VnjCtw&|5dXsA51wLm^^=|*H9%ufvi7Z#y`nVQnzd>OEZ|GDVdixM|Odp_Dd5b6krK+{{hU{yr*kdscLK@=eB*~NUh?DU} zVf;wQNk>Bo1lWLyiD_W#7;mig7ak{2NKXHs!5f&oa+ z@qB+aa^1^(P;G}E*$)YJb$d-?Mc@SK@o=j-5A#qg!@Lg51%w5NMOg2}>3A&L{K`Vm zq~fbKs{+{bPpllhJ_gdk;J_&4hUt~VJ33D z2hdVc2#nkjxS(3FY4kU{zv4l?)RJ?`fT!l^Da67YYIYwai4SAhrIL`;G*9+!t`~aI zk-d$P9$<~^IvS(>x2)%TIh-Y&{)ky)4-v;rpzm%pr1-A5tRW&<-!mMsXhaUoxteTT z&GOp$_|^3j29L_qXsW>^-_Im$IwRr{%e-@S~Eh&m%Kr2xtf4fr}nH>JId? zS}Y->>&$guVCieg{p>ML+wRH3$nG)MOh}jEBbAwUHLi?1lSO*#Z)w7gc9F8~v3dY( zr#Xkt`-m^Z>fU*TKQxl9!LpT%(0#kI*9p?ZI(nu2uVXfcv7IelzYwA=`B%7XO7z5* zueGC2Pb@6-QigKx$HlTx65nqP9wjD*AZMn7b)|J6^pK2-wq~`r(>sy|%9)}7y7+SA zF@CxdpU``;4_RVuv1amzNBk~s<{ZP2)vO4d`d-FcIML+b7Yb%~ju{f4OFan@o?W=z z#_Zu;)o{MzKizr)19`2pX?1y$PT!#1#Kznoz%m11Z)27RZmaFRA#t$#g@WTyd(T>vBhD^@i=?fQv%voOvEQYhs6ejs%(tOaO zxAi%FlWqTf$l0Op&~=$ezR!Q{wrH~jK5;mP^t z^o+5D#inc4ZG{4X()Rb+q-|}y~=btKIZE( zW9d$T6*|rxZOI*x!_Z~Si6_mtK!=C%KJa|}0zc>k=y+Els5gue9rE;xy1rdniu zRl*+GfgG+=N&G#vKlci2Q|y*A9b^t=%Dnz40c}(k6Ho(i{akK3D9dXU1f2LzgTB0E z=Zq8;m!)0V(hn0_az9c}uY}(Re@&}NIHE*s1i{}J`OXS7y1QvR&!DaV563rAFnT!F9H>D_bpVWy!U^z#4H8qEkqdtG*l^d!dfk;`Bp^ zm*tgAC>IH2jtOmY|M^4QkMHFW_c@A=@9#GCCMHS+uf2?_I&ag@7ZzSI#`;uj&)v%g zx5&^1I7yfGh$i1yAJ`M3tg#*Nzd1RqZf0&{Q^NLZdhe&EWTJE9d2C*n^pQEJm|5DL zjWiL#B}4F$<44zfSxzplE@6Lw$cM!Xq(R$thE!{^EwO#`b}zaF%2b6N{HB7*O{c*V zDJpT1?A{-%H|OmGwYL8O&BocH8q(6;DHXzSZy{aQ;f}@H-K%0ro{rU+jSV@@r4$hp zA}44S>S+8k{JIxzEd{l;>DEf||Z|QcEM=;BuL2r`3-LEIT4$m4HBDw7w4LPGWF#tBrl<`FFyV zsUNzY3OZ__hQs9pv-@Ltfrw>#ytHQw-00J+#&MHA_o@#P9@*zGci@@-? zEBPqs)~$1Q@U%IC-2I ze}L71Y`1Zx6X8X<6KMfy%lg6Dzl{A{@e9lE;2y~ydX&2bad^NJ_7-V)}LbUomnZK z4z^Jmuy8Nr3j+CK!VyGRpj^N@9d=Vf*Z^#RaetQRd=;*)@0omtV^5_*=Fb6>SX*gj zVlbJ^=MUQ=mcyNMnVg0-Q77=A*6X*cZn_<_y{~uqB8u((a z2fv->`>IAHv2B-BvjudU!aKyD*Ek?H#mGw^s=+=FVgJos-c&W)FsUdQjmVE57>K(`ENQwS;!AI_LU)N6_cwD`oXb$%~uQ2rXoc?sp8Ok~;42 zm*{+naNrvPJ4zyQV&kJf-w{T*!|8Q6k=>_f>`9cUvu<8C)y|KSZCkRNKl9J9y}E2E zHHvkXz1Q)!5ZoHU!!mh2%ge6L6*0`ij{8$fi#}!|fcVdIAMHRGsf)l1-gG!NDxZO9 z_!b6lruQ8jnEx@xu{t^A=m3zA#t6Q%=|T)7>ZKMV!VBSge76EC;-$Sl@0#4DCK~zG zKmi%%{iSTm>$2N7mcb&I)mPVr<6B53cW(4{DXxi*TaVA$M6t2_D^YKu*(*Isy-XIQ z9D+P8M3Z|kB4}T?E8?{Uj`Kz{1oms92?Y^PQN;p|+I^=^8&m&$<7A)NOR_V!CZ`W6 zUkSOm>FWr-*Ug8qs|^+ss@_ZYo`OLEcWHq8r5sgUD#%bkBdDzb+SId4H$ZR$)Ls;?7&&%_Dw+oj5Hk;Ru32#xjG^_l2fN z9zxi!9|iNgPC-4;_Wt{q@JvXLby!XAiBI<(l3e8$m(}-O%beyEPH1ng{f>78g^JIw zZ%z;9E=EAYAxJ}sPD!~P{o!$#dV8?{z`F)i9owx_A6DBhwd#)Fa#RSu3otWaIdDix znWM>Ty?qxHwEa$aM|flx8#!E@nb@?MVtUmT-C{2E)N2q&$;zxW&fD4WrhA7kbgt}^o}KKv{26m_3B$(0!~15n`5{;K7loTknBR{# zvdeyT4{v$TRxUP*K9m(~$ZdZ^wslG&Fg+fVrM{>Yv*W$z6LWnD9;n%R7u(x5Rn^tN z!|~#~xjaY}_TmMzoGW?i>`b2=ApY1#oPTQBZL4@PfLH#mlEDHdC#hq!MvBJTAXkSFdH&d*Zbm-ZG}h_f{_ zGm9eP3PI4czdEl!t5oy{Fe+V{T2@(CMM5Kcgq@G6xG1bbhm#mnf$(WeIS?TGhPrer zP@P{1iWrtpj)YXa+^Jt0pgwV)Jve!n;YqGo5Sp^Vag1lPI$wbQ?zamL4(Z5v`8Z12 z&~NC>&^T0Is=oNvE}(#aFA#KiJI$^1+}mSl6wUghX32U3aC>*TP7g0>5?uZ1G)MCzA!+wl7C zo=Hju*6(!~-5dyXbV{ZO9NpoyzrIsmhZNZUOd=plIrs5XO-e@eA@jmQf8|`U^680h zcydM`Ra>MSe+uN?aVeM#?_Fs(t|WDSk<%u2@8)t{6b?$SCATqedWB9Y4IN!vVxoeR z(-URoxWhl+BWHK&6A&(K2?>&pj+_R*XS9xvj-Nh#;&A#chrohyA3o$v9kTpF{LAM= z4}>Q0tyMJ`h||XXkpbi8#P6mTye_{&rV_}M`KyLkog5LS=HR-I&#FVyZvOPOjg2XU z;wfafQw9eIZ@37=<31dJ{RQ&dE7l^}H}v!*pU>RJ6%=?$#yf$}BDQs)+~7>_S(=nt ztjSd0JafRr!T!U6$ z6$Z*6KFO3}^C9yCc27U>gaLbJKn^H~&SoJOu&8K(q~T_a6UIyT=3mt9*GoQcsn?a& z-zOy{QIFoT_(y!a{B3-0ZV04dZSW;#Y)pk_&_tgNg=-80$^9~avj9NUzcR8Sui zH0nQkR4^5)q0Vvor9gpf(nr~5p_#w*?xv^3~^)2WwsK=hM5RQdbT_ftmh zr+X#ltY0?ao^6syvVCX)Oeprn=%*sav$Yc2$0|c>a!W z*I)grOQ-r9G!1j9DSDxRw4U3^LJpR-*mWO}GtfUo+-0enTOru-GJ ztgzGA5|Z|E^S|RQt3mX#VWLns$ z$Dswas4>Xf4wv3tHkK50JR2p4~^PjyC1b z;XG5a6XNJ286BL-rZ{u;_7*}Y$-%Psw*h;r!sahC23xyCF(f1O@j3UE;h`*HlH75I z`$`!+YU+78Iq&`bO@*@P=5{=VvUqKHNeukRf_hhaxBj-RSp5#CH_w^OOi_GdWhMMF z5lbk`TqsLpVDQDaZyOE*nWx^N60Yh;w{K_g~39e@@HAmGJwwX-;k~Iy$=1Kq4a_85Tafwt{#&Is9LF)1$$r)I~s3Yvbb= zuO@w^f>GE;(X+G11_aC_jDIp4F*f3GV#h6i1G2cb{G83?aKl-kl#&L1`C+OCYHE1d ze%Jg6V>cz(TNDr|162{>7y(`8KHO3JL5E$!=}l15qnsK)56twev$A&ebU%3TK>WEY z&pH`{g@ikDT5eKz_yozGnT1K+EFeQKXGjbcG(-JuMpUq184y{T^W9{wJ8g%I0-`X){^+u#CJsx_o$eP)G3I7#e=y#&LXBIr|q-*jA(Q z9BI8;qG%a}90?(DKwPY0TqEOK!LLfECYKksJD0Afve*UnebNIXQ}dOX8?k@tfyGmnh#YJ=q6)D z+{QkLv#7S9gk+6bAHKdE8l98U4M?~aVC{E9(r?XnD$Z)+SN49d*=ApRD7`M~q1sQ+ zFImW3nv<8e+Q*flSYYz!+h-6}KT01C>0D|vIzER%i=~|}QwEPVDkjE< zFnZjQ8%~>{+V{XtW${H2?=LT;d(u z(_fwVgm}ai`LQw%(waGrii-KxGn|1GWqNV!&Fgc_PtAmNXZ}s=`eAXV{x=NADmb-I z;30$SJ1|!yf zKAJTQ;OlcWwQouSy&uE_-PJUmJFE}he+{~o7Ziy!5jIT{bLmTJ__H-TQ*uH}Pj^82 z=rjG_i%CzsbC2Bq;bGXj?CaIOV!>y@kK}f7oJ!{~dK^ixD_;C%@qpjbMmKiwyT3j~ z#HdB@W=YTPoBiyYk`;TubdQd*l{ne8TjdA+^jl+K1t?lsIhGq5Q^64oANkM|iCX3p zmyv{D|Bo)Kzlp@=WVpB;FoXJQ6tAAGXVJ3z3BrA1e)4qd!>yDkXxK^_F!;7>v#(O2 z1^vCgPH}dG=yvNX*PZ4w3l6fQ3>u(`ZLF zopNO}*Fu)57}~q?(SD(Yj}!|$6#V4T$HzH!9op~S`c!bTeDLNMrP*0>5Yv34jZ)+M zThR2%P$>$48VFYV{Rl;_Nz2PDn9RUQHIe8c6iPJ5pBDzVw@#vMM9IP065)me;TIFd zn&sI(Es2SEe>U2T_DyOt>m95jJp@}LV*cP|b$(>)@(Bo>X>}&JxHt)6R~&g`G3}{E zR&!6UFuT0<`aI=!1J3e0@S0%KDD_OK<;C{&;VAmkZO2Z_V#7hF%5?iSV@-{X`AW|f z{h@#Y9kr5>BiG6N^iYe>qpoi0cNwIiGStfegayArUKV@s=#^9vMCZ87p`$+}D8(G|ZRvzKrYeK$QPl|`N6 zUQSWt+oX@}b&NL&VV7=hyp#EgW}vk%(W;DZ`yi$=F+s>@g7RzPiEjB7Dundx4O_aB z7}g+H|I2*SH`g30ic0))j7#VHzssH%YDr0z_6s7*%ga#vO($rR9j=aAMV$VEy7h?WKY;PKpN) z+QAnomB$(%X3sxUpF4So?+bHHFf9C%vR52ZK;q2|#kb{I5|@nmIv*tAzaabd>~Xd% z)4T}Ae0kwFlD|Qo(S*$c0*7{0fyEA~lt1#j7pLCY&dD#_W~$S|^)SEkv?`If^zZBA zAougee>#6i9FZfL%lQC*Dir-;{!9IxyxLmQOg7}`wPfvoR7^}!g@qhv#$7~z3DC!4 zU2~TY&h|W;!8w82`UFgcRA7j(w!U|CbU!nn^_=!QxeZAAvbtVJn{JGK{70pR295d) z*tI}L<1o~>6nP^=$HNFJ{DX`BhIlAZdmnxqNw~mgEO2O@t%R^P%`2+_md> zb74~UP{8H~$1mTDzjm1&h#wSZS?!I`?S^qnQ?QIecvb?`yGnnU>7b#3FD*!-sO7(- z?z5?)|3+rtx#1oj35ix#ecbJSb8m9d zt$|FbY|((0KRL0TXFU8k~e2pr=}0dTo{-c~TVkD!U!{}MX%Y{q;3 z-!o+ZWgl4UA+A`EBpyc!V;^r$hDux!(T+m>3+sslN4atVn@~W30Z#@P3 zU2;{{tMfxDt?@l=J=WXF*k;?S2}Hu?m<{$>N1)o$Rk&@{bR*7BXG9VugC`m@FeX61%{bf3;?n0F`gb`N6d zDLTi;L#Ee}+BW}<{aotWI>?^r_5dM)yrSY-4~adEh={&UB;qO|zK4Oa41^dX==u=b zb^s1s&feU>y}1H=Qw!+uRVpa<7kPn~OQ(?HKfMJ-sHkbbhXfIX#r^c@o0(tL7E1blSFT`@K;8Yng6q}l!UACo zx;{tWVQ5N+pU>d3;mMOHrvnFTN+Q3C_YbV(h^$qRtRiEirYFP}s_62kdmpS|-B~16 z68%+t<3F~H`%^VO{QDnEq(6V%j`5QXiTy+vt*rQT*{D=ieptRyQ8l46^Td8lMf%&8 zp{>3&wL*hT_;u8wvs7;30!3jlMhTkU;8F7=x&}92v;MDXtJEjnd@!`jb{urN;n#e? z=1^5xYLmrwlkyNg_x%Oqc6l?~d3jN5Dt8&tLS3nQ#` za~*J>{;+xl-U!o*zk!$3s>x^4gjOuF`#z@TnrW5aOPPe0ef5xx29HI#-6!eKT1 zN6y3L>lG8PR|5(3O%s{J+X)O5M&%R22)W+@?!$ytV>ov~S=S)0Y9jat6E`c8OV-MY z5g}HAZboG77|_CMxIa@-RR4QVNtTwD5Pnbaud@%aLYlo!@}u&zT}o89R+aj_tcbZ$ zObi*!{rj@EVb6bjsia-O9{yU7gv1y--kvKbX~$xtJy0q*WMb~;v-gAYwklNY*GCU- zaqF;BQc`Zz=q!)LXYSHY5qGIOm$eB_Dnb&2$87C>|HOUWX1Wl(-b$o~*Q$cI@#)1E zh6cXOuF^0tqBrX=n0;n0pO%%DM#8xx=3?WgQLaA(o-f}@w}$UI=BM&GGJq1AHaeQN zkg0yY{q%}$`}m3ZP#CZlqLhY4 z65cl7CZK`w@dzh|X>bTdAYV`=bDK+}d8}Iut=)LPtG}<;wX>~%)5+Y(yy3JcIpGKkx<`FPelkg+-eUDUF0UVdTnQZRHVM`d+?~t zwsgzsGW_^UU7&Npi(E)qoIvYBUpY8)2hl~UfGZQ=l6tkhy}buJjk``aS0~R=4dEh{ z$T%X!LRD8+7Xr;3!T|trlLCI4b-49}5cBc?>g6U`$S*JNQC9m`kuy)7Fhknjjf_4g zX8nGj)jP*~plpeJZXZP=;7+Biblmi>XLhR8uKSKs`iIPHt@|>UzLxg(x%Gu%%kj9& zSmZQcED0`Nec{HHQEg6$WdEa7Uc(Kyo~)r0&EQrwQ7t>(FsDpT;};QLVyDeVwzRqh zD`MvMyc(JbadF~u4jfBMp#g7N7e+O+%k#avH9AP6Yq-DXAoo@Z@0zUXJ_R}x)qTyd zU7v*jH;s?XOOE zx2ApGcG`*BVtgv9u$nZ7wVNU&>&nZ^$7xU_eovHTt=FCiJ|`p$AG76-Z~gg`BH|;E ztm}k6DtZH<2K_1(*$gx^LHjGcT%hc^1sJ`c+qNN?Um`5sKqQJBEfXlCj8<4o%fpz8 z*_!=0y7oD;{^a;u#R6&}p$xdV_clzj-zB_?G$`$|Du0~sLeyI8aXT7MKf@7GI1r6E ze5{zSJ|Lz?JS$m!MFdDKk@2@ggW10MXo~TTo_Teue;7_$x=jkYK$%IMG|^Z(R`f<~ z$|IEo9>QqfIkw=5W>>8XdR(Kr$;SMUnCq+lro}rUSY#3Xrc^>K@jTXpXP&CG7Z^{M zH!L4h<)kH@8<%mUh1Y3~dDZP{Sl?=V6Ix}VgbsOq0CU6l4O}xn*G@?83^ofDpe&4t zDDv+qH*~!_W{&;oLr(m=8nvGnhvKX(pTN;GK-h~TRRI|lmCJ7@lZN1tvw_4NlxT_E z$>D-L!I_PUgVkgMC%7J;cRpH1?dp-KaNpl8ED@5Elw=n6>cPdO;)+EdpNH^Y@e1oB8^KkF#8&~%)Hw0>8johoET>1r!yg@l*x1NT{L!QL#{zRW zITBI4NM2lMK462LSm2MpZfm32qYF3JZ-mH|lK;Z_0vhw6LI$651T8#DXa&H@2NqyO z#Wr31G3;WomItcq&f}ubM;FC4WTJ^<5TNVl@X}Ymq)ZMtS~`1ZH=ECj3`FC(xHc0~ z!zVXav+vcttEc{Xl7+NTw|m`@t8ZRo;B-ItHaw25 z?(Ry~?$F}7UW*4Fe5%A~-ynd27f0tofB78s*e=v^7%EZG?256Myf$-v z1(EoU@}be_;o-6Y;qD1>2J}TWXYpqs6rvF$SeAVz7e+-%`3!@y3w`46?S_S2i``$% zz(@!J9)yaD3dp|Ztqcm0Rv(pUeNDSY3dO<4?>YV}Sic-GIKFi>5dpu5Fs?Q*aN`4r z1>rZh+j`?$U<=O?F3uFh(*w%qTjg9C`SynKrDWOg@Nh)ky2Y2N2pep86_;wgc30;C z4FC0V^pLrn&naW@uSBu(%UA(Tv1JC{Bzx1U>HWwX{wOw4SY7-Jj*HUYu%Y_ z@ws;T3MH~&V7@QlRJUw{LOj3Qb0clp&}$Us*N;Euej5zO7t6}Oekw{KbMw4kc5H;7 zwY}1Z9=$Wv6`l4lBBZ2{L0|hTZuxX13@j*AFdKdPGxd=l2%p30PY;H;M)!98*o~nI zSxC8KE$*Ms)LT8I@UBRln-c=xKkuI*#*=^LN0U6 zx_LJeu!2{qc-Uw9BrYkb2ObL==DihzyLUfbwxV)`230hE@Q1i?A#!XHCE=oT+n_Q_ zZc4 z(-!!&9Esa&l3ZkGZ}X4c28wGreJ|y1!RLXs$+xL*@mnlLHZnM=N%jR%8vZX(^|)hN zLQWr4hwlo%txw!1ywkgKaAa<8L{*?K<6$$hib$#2s$b&!wfpD-mYZu4CVRh@HKCLQIkl;EE7* zHUIBKE5LY)xc}W6Gcz(W6mORn71_+zMuR|-D51Zr!l;vmTlhBAD+=G!|FjgI%~_7s z=A36$gOyr$!Xlz*`1lBmzeg0gy~|V$A3yvnJQGuORHBlmWv!<5Q>T|8M&n--?|=&v zkH}NE1gvZfoj|NigFHbhw{jHylbZcT(aX0L6&z=Gx|P-(_)cdRu6uxRIrGI@Gx;xF zLO2M&u$#`-(qS(u*N!Mf00=>2U~{&2kIl(~eA@99^=po(=TstWF);os&N?|c{Wv@l zn0P6NiAB|BZqceSIN|zgbNXq-l4QwH7U#Qh>i9jcpO&_+%lnpl0(zJZcyXr63{H)w z#-sX}>xY!o)dcS!z2E-%B_X6o#;MlM?Dtob!rAK3k8c-HHmqM`|7#FPtf)5~^S%hm zv&55$-X49Fe7|@7V4}&IK;RL^AM6QHk*u0MG~<8(hVpWHD&frSoWPpeZvzujh!5Xj zmwvC?ym}w-k9~-fHr%qLZnNpwamZ5cR#9h|)0Bc$Fj1;DG}Q?yDGa4@aQ^s^f`fwg zK%tlbhPvR*R2QF+FlprlP5_ATkn-kZVuYQJNl#QdzUGAfQF6TYgebLsVNJ)jJ&)&n8hkTmqY@_pz#7Bt&V9io*QAvQ-92jo-Fn{Wd@EVNriSI)dQI zcUf668pU@%j(7kS|=Run*lgDA)6-G_g#>Hj)qq^?h z(bk*&an$$QU&v@!7=rY?j;p3tO(jO%k9X$piFv&u@jBk2r4-46Iv5c{-d$GIr2m)N z+z_83vymP(1<$V4gWLA+{ldbg#7uC3%KRLNf^#+eyB&=t@Y?!U zT{h4{7DBvGLj&ZR5W_$Gc=c+qJrMPOCZLb*ilStr=5;E5D5CAM>G*W6>@QIss+>TF z03q?DmUtdA6~$u@5P!F&R(!4RuVqK1CNJ9W5g~2x=mwa<3gvWIlfA=^ScS# zSZ1pudY|(1;+kEVkJ_JjN4yYlmmE_hBXZ( zL(Pm$BHxiIIrUzPp{`J|reAMr<9*z=OY7E#E;u8X$sva$jFEhZRuir zU|t;Jfmy)=JMnDR_1^E+1;NSh)z$rPs!G}8!PW3*CMC(=LqGu|AtZE}F$kY3A}(`; zxZ`GJ`02v-lhO;ga{DLpo`2mcYjlSm3>^zAse_DOUHvOS3!KCfgxu~ND9thRckjXy z=Ye4**xJ8{%@trMEPAHw$cbv5uKbNP=*y0oq8Cxt9`d#OwBE*%XTDPQbzrs?H!&bC zbo~5hs3*=}bzNLs4C@e4zTl1+{6BJ6YHI2N$=JPpNpMC(SmSAdnoYm_B*pIpL4`q( zW8?C2|Eq~398k~QsSi)dm~<9mcf)3TiK1yOo}Tr4zy|?;jfk8I5I0_mP{5FknIe*D zM!`;PI?aZ;9)lviS*3q&6p@2tbbq<6V&UJ+&Kn|9t)8>?cBuy8?Xr>_B^wsX+xTja zB>o-rv$C)EY}p&`rtt)wHh-(FU9967pPCa36Crj94LGcL`B3pfBqz6n9|{xV)G>)> zkCn9OC5457#@i1huz>g@q9f$q1RC)>q@ZU%$?dY;?G~ zxK!9L=r`%J3uG$l#3TAo{IJN#6{u(ZhN}`2fzxwOE9nh2g_6tO>!oeEV zWQWUcjt>wPu~y%!Plj-ef^aN8KyPLv@>KtO=rN!Eq_ui5>a)?MuigACY;(YAuu59l z{y#1Ng}1M$T^(!)d0Wo^FyF#O!G<;K-BQKaKZpTP%G=w!!1;60GcZNdFHeuc#4hAw z_*ohDwoIes!IExzs(4{ed+4+1&i2|g;(%8=8$PS6QlqIahSPv>+LMl)q*?9fM~);( z_n~lcn&A^|?T7EDo3nN7?d|P0znX|zHJ(Qf$I#z7^q*ZfIcpcF@+#n3%84Z8FuVns z0z(;`2?*%HOVSU~S4d5|toK8(jK{(7w8zPO-6%Mck-A}#GIW|(KWF~${dt1e=pX#%QgGko1PNt-d~S zZCmA1#Gv3RN{0G>Hk8mS-bx<)Zsi5F8)7KCdb>GoOmj=()~1d7UkHm)Et z`#gv@1oqIsb0XOgp%0f}TxIdCP+6s(;^oViZ9Izf_S|(271xg;5u72SBbY#6&h`cC zb5X5`(RIPY94iC#T&DD}wF}wPSdAA=)n@m)ySss?_8fynu?W0`IqiQnv2kgVnpbKe zM$)g)m!qShy$kr?-EfzRipsLw?P2t0eeCx_j1>VDLd}djV#QPa=|_S;rmBe|HI*E_ z?$e^CSIW>-Ku{Ch6A;SYLu>?^jU@+AJO|C#nE(4Ezy0IuLu+>;bLYq4BGZ+a?6*OC zs%(58#rTqGluax8`}w0(9|=a*`B)g>eiy1m9NQLbi%~XvVngT=d1$9NxM^t=zfVaa zyo2kB<1%CRyFu5ma;()rG-GB4`7TOFR6Brstk@Bk$hr_UukTWau zq3+9<{iEqE800UsRfV!gWx;2hkK$)hyaL7)^nTT>~xNn>4ag1fq`LB$?rTNX#Ib6W#+*2#Ven>4CXEiW4mDo z{a-GWH*=mMlCR^@E2HSBO?W-dcuI7d(}2|Z>^K?9rwCYWgoVeLFW)6Ftkn9CA6GY7 zpu|D&>kWnLWLeJqf`?S&X!){uJ8s4^U2pcEv-1jR+~I)tjOEH=pJU5WS1a+&%%pE_ zSQY?*Dt_6xsHhkn6Qg6NLUmy-O0qc5;O6>MUcS-P){NkdJh8rSs{UUxnnv9rjQeJ1 zs1%DX0{^>!85?YoJ(ZOoK>VSF`aW1EfJ*~cAjThFx zRd?WoRmbrzLFuHjsw#E&qt^P23{p^mp9Bu_A$ICQXTK9L2|2_t=n$8tBR&Q;b^*^1 zr0DrKilv?#+MmBI(srcz&)~_qe7l>tV-QiAcQ>hPP9T_xA#1Fiq+U@{j38CWsEf$(*l$NvDVflP?grlO_}kBC6DN&^D}Tn+BS!!NwS zEyJ$yuLd`9bPXM%AaVfo2a}OIgsPu{?aB~Pl>}^oHi$U?2+9qw%ml*VoF z=s>olm_J$LtuQBnu^$42!k%4m&Yz-5LRtAzT7?cd63SY$^fxy@9d3s!7Ub5~r|1d3 zd4NaQ*LE9e4AzK@42H05E_qcK^QlV;XfS~YMui6ci{WA9yLZ7BEn;Ckw{z;PemVVE zIj$kMtH(fkT;dQow$cHw0rA?uQZaxRU4Mu74l6#n`{Hdxth0oK#K`F~$m;(;uD$~v z%f5YIOC@QDB2tNrA~RbHEh{Us_a50K6;UFIva%AgL-tCNke!vRWMyS<{>Rnx{(jHz z|GuA(_wziS+kId6b$!3*_dJjDIF56kY8>21&A(~Lv6AAlCgTtuBZ`&z@qPdVz@+1A z#6VdGebjGu)()8+^8Y?ntz7oByv??EHuuNA4&iayd!Csx_)~?g+ilt9hn~;le?Mgu z+OBk8<_f@X5Y>qU`lNiaI;Iz9n_Y z?sw6ttg+~>2=Ac}x;_rY*Yuk2+Ho-YR64SVh?54^)b@HF!Eg$h`c%%6%tzPK^TQfr zrFd?C+JV8NsP>H7-}UJm8ltc#1twYC)IC+Y6-ya00E!6dwGqwi=dej;QdJ(YB!M4+zTqF#bUVb=AP>E(oRAQS) z3Vd^fD3QCkdiw$H>0elh<0B4<*OVS*AJAyJfN0<^GW~^1_|Wp&UBVs{375a;gb{me zYXbLW|8hH0j=K2QV+Hc|MaY`t22b+1bdkPOzC(8 z{E;1MZ7d&@kdPoqJjU5-tgrsLX)G*{yawYfg|#9|BDQbtG0d3I(;bNp{x0L6WY0S& za#6bc$e7H@G(FFjyV2FH=T&d9r>0sguCdL{@vqM;dxv~w1{2`&L`POLm(S+4m4%ZZ zO$|WbIOHdZ-&+@|^YZhO^iJh*3D8|{`|Tva5|W^+n=dTn6VaIqiXp1JjT?beYbAYuPUt7ruO#BQc{(w@*m(Q((TgE2gcn$` z!T0Ic`)S>}lOCQ7Hw)SLL6iRbIiRQ3GlFnvcwy+aIy>m5ZMS7<&jOVG^b%{%1|xR~;>B!#bKXCH9> zp>cfHO=f%N)tWO*C;lw19t>IOtoSkG&h9)XJ__*KN%V+-q?CNICU~B2N@DKk%sYhL zQnSwQ5?OB7LrT}!)bM3%uJ^6&B5XdJL`%TnM?>fhgq&GoKqm|xs z4y{eVu$k1@_B)Q1sDM9+>Rw=>%aMV|BYqp`&dNVhrZ?+p2y;|t$z2+5Zv;bfhb!U2~J2-_^ zb#?3AYiNcLav#Ui6?)|0Hw1{Vyu;=?Boyg6uA65yKGVML|8f2CXw6HFZ30SE!F-!- zFCB_Jx2rKVHRXGLU^Kn3iL~^wuXOjWq$gAj=vr0X=R z=XEp-nM}e=3R#1aQe1wV-|oZwKrfzvqoz#s3?4D)BVPjKL6l|A(A7F2cS3nPnc0IV z2X$l3ArYrD#JxwixkZ)dfj#<1&g9$p`P^~Q%I=yuraY-~P+;|2WV*Ft!tiHZz2nfFP> z1BGVMO)e4NFXc6Q3Ld?;$&GvIj=jwd%fr8cl+Ut*nRbwQ% zz@>r+&;ri<3?dL|fdgyT!Fl#o@eI^FtxrRmVS-|vk{(qGFB-B$1l_Vgt;tSAbf13rF%;G z4b;`?@Yj?1<2ju>ko|xBoBco1QupGFJegFYtK!7s_StXXBYV2OZ&zJ%da zP2&1>a)8pXd&W8S&~*XKBuQyKlA4z-w<`t?HWWHq9dTW?F(0Q_Ea>`1epqrc=HelK zI~LFdS$r;lSdw0{%(k-NE+HecsjrXuvrMVal|W`2RHggTw9`r=j($n`7QIuN)0BdA z6a-TO!O#8Awq{wX1KOYZrhDhy+|xxQ1P5=QI+^o`Z1xd_o|}W%&YhzAYBYZz!3mVg zgef)Al0oh@*;Q}M%Z*c<$RRNMsxFCENm==ZqT(go0?qV;9%bji+y}YCNFrhLRLz&# z+5uP(^x4?*VE?zRY6BHs#hxSZL6rsdD1PCxu%>u|*u) zN}FpZCyvy82}rzCWKQFck_mkZVd?tIvGq!)4oW`tWkM3uKASreA7n5@e&qaHgB65_!;K737dsB}>e*B2!zz9}u_p ze`Ad?dbcr)fCv6h`P=vXG=g^Flxn6Yrj%wPuVwh*2oawM+@6VXXc30}1ZIKc#fiWS ziUgo!KP$bYI>gGyJJo$!h9jKo#lCWH24{YAQ`4UTQtMY;TsTYA3txJEJPy#Ke?mU? z(B1<-21G29qI#^V4T=*EdK48pS^pwgR@=Pk?fZ_!y!^*qW#`p-&8XK_=E{w^0|59A zB~$eNiH|NQ)_;?2)A8&67zc~?x}LwzP72ZkzYqVuB7H>%imB@%XYL=n=%sz;(3^d@ zL;)uITfrQ_#{eONk~g07M1dr$>YTa$ULFqGt4eO{OjL6b3-TXy`JeA+IG=ury@JY5 zYO`ISysUBbV;$AUZ{{B9_s`$RnN0pTGVkDetXNDOWf)P@Yij=0EgEsr`av_|2Sd2I zI~W*&*nf(8;@wT_M79AjaeDs4D?UE$8yg*klYdyM z=lc44LOa6DT^JwoUf3mi;hag+)@?yaM|M4WK*cT|pw||gJ}_Li*(drawU6SaO;o#B zHgEQ#eshuS*v=9A&LVfuluP^1`R$&pw;%X!P|Z^>##6;%JLx9w?Jsx3P@>U?^{eQY z)zqk&x^R;`ML!C9;U*BrToxvz0Xb%LnBUGMqVH*5HIm}@?|m(9l^SiVyOkP?ODo8e z1b1pA%oe<6S#$}%VoG0|y+v4u+xXOy?)Ie$af9H)ye~+!*dr)oM_M_&F48!^IU@En zp3TWM)THy&12K)TfW1_n!4HNG{eSwq(RN-cg2m+HTK`CyrQZAp@dIJ{&^N;F)$ zTNx#NwE-6uO;@uc{_H61(wrQ62AbC^Fb2X1!=X;gLO)CcyW)_tcMcg4h|LcOV4Gkv z6)%x9@2w|;Hk97Kpk+8-sNx)~6WS%1amc~i$ik|Gq3TKq^|LL%i>GMZE zW}SuX*Q--gTeGRQZFWnYoosy`;MUo1k(FUR&YyYvnsr3j#*gU4PZFeD(Pq1ZPVx^} zONyD5cKSC)?>q9dCi>d`E0&axEA&4NIP}})8+WGc+*G2O(qU}S|CCWtS=i(g**wzB zHrI={{zib@-#_ws2*w6+z!5fV1&MM)J64ZrhC<1N>_)TAF~K6tQM z_GNB)pY~9i#<1nC$|l|6hJ5z$*3xTg&O)7TZc~Nt&$ju}-#V!$nrP2XX3?GUz2JpL zsOtL~!Six~*4NMR331X3ekyoHC&R{;N=b?Kfg#{Mz}l2ZfKP&h{ApWk@2%~J8gm)9aGLlfnY=L?$aK(SV;T^zb?eU7ICarA z`&f+0j{JuMVFgmZYR6Zm|cC8c1{*FD^Q{ zvE?s4^y3dfH!pzXZ&rO*MMp=609uGi2dC8Yo?+bq?R)8xTU%ZI6Odys%I059*EkIT zPy%|}&&kP2b9u^N{^rdu!0?IMx--{Gd^86iRO;>yT9X4o11i&gwuulPdhRU^M_2#) zZ>x>3iPY_^tQ^dId{ihKk)S8OO*xUM0IR=g4fAy|-X~RYR`oikwBlpuhh=ncG|?yo zsHG~aWt&RqXBq0pCj{OeKEuzzpyukDwS0-fwLI*daoGhlxPE12VrlMDi!G{w!pvs4 z;n?ch+7)yU*x8?;yBcX*x~WTT-%qQ4xn<3LH(nZf%#!_K4FOdy|(! zrs4hW*}1gg?&p>kdOQAPzaAA*4wPJ=u$h%Hm276d&ysiEQLljet%=t|KIe&=KFg8;n)N)J{ydz^ zL=W;mH`slLguM00M9&YIg%swL^+DnN`)_61^h*+*7O2P)J%XCK_6gaUOVl3`y;-WW z1=;Xh)3uF*yvDR#TwLZ3G#!faUT&ifnT#JhG?dO~QP96B2*n+B_mtcjZKSU+ck||D z4EOvqpZTZ1yKCr2g2n{_dNt1(J+)0I$=FFA`IGAo$BhrSicv@_*^CN_9}%q^>@rd8 zjKE_2Y!LiDMzwkGDQ3U#SDM%EkS{KOHyw1AC$UphO5GWG*cbIWIjLUl_Wi-TAjgh3 zu`{RgC{MI~J$y^%7uD*Z4Pey|BX-sQ+)!~vTt^6I)^e6C9w+DxXmy&ukxdO+@Iy|Y%vh~_Sb@a%usP_c~oVvvy zh0#Jktpx-kBWgRdx(A!<#p0A|UPe0DX`B>g++xLPb-?T-MIObCpQj8)8ySPxtbdj7 z!PC=*5_fTFscI*7iA~v!S;>&Ccgnr2Ld4z0rlxG@gzTPy7~5}GK>I_p`G6&D(?g2W z$5l(jURd3rprrX(InYI!|K_5I@{@fM@~o+Ee`fC~J9?9%k>Obraw`noF1pK*I_qDLfT zDnmYH`ImxPwx!=|mfQA3X#6P)6~jkF&ycfLM^4H{iVV#IC>jbgOVj!FCBSa1U7l2K z^>kjBB@A4J39~tnS-#YXIU0cO#sc1Zjr7^B6CH#9++^9aF0;n3OH+Ddeu^2VEl;wJ zvMD;}vpRONHe6%<o>GNl3>@T9CnVOnH zHch#2-~G~3aS{Ru0ILht)dBSX(njgT?u5__J5G0fu08dtlp%{LxYgnTt|YoB#n-1? z%3655eamL2pW^l4$e;b|VKSej z)dSa6con59v>O1W93q#5IAZ*^yoN;rd>4JH$xtR43{c(4H`$Z^_0~rCb{^)Woyl!? zWkx^oPnY%W$;40!!fXqTr7H^)T^j*<&jJFuE2iMryXu4iASz2*U zd@p&S*``qs#cm3VJK zEi?3qT)WnfP73kE2r^w?xi^p9u$;@>?}v@XLFcL5^T4%7BdW3*omWgQ zsj9CRA42a4l0i-sqe38eN}M})kNgc$jCwBCOf4)JElm#qOLzyB6nc2*b8g+bb?>1= zmvQr9sRCrQzId|76f%n6=)LMBHiwD!^8kOtsP8r2dCuIo2~R2@ zJVJV*n(fHg_gdT4eEPuQvu?ByZ4;xUZyyKXq%KFxbWd|79yq6sBO%daxEDz9v?5=#fb$6_k=a59GZ?6dtc+#-5Vbk3+R-ugBl`(JlCOq5 z2&R=IH-_7}o<7g)5}<1VovdF)?K72)js1jMFjeqglP7&kLt47X9+BNvKmNP?jo*KN z2top-V5MMa)TpWkfrbRqpv zOGT&KS8|J_$Id4ezE$R*^|@nAzSC?nm5`S+jr^t>pG0<2hB}~N16rz|{o@ZCqhm~H zQ8Rdy-HT5$PV$NJKWGv5aAT09pla-4Jk5zm9P4s5FHd8_0zGl)Y7>R9RYpbzkx~*r z=3NCZB%V-bKv4FSPOzz0jEahiuo?r8HztV<2rogqC7J_pBjA+|yiZk%cKY8D1K8|F zxMySC#VbV%7Cj}Rj8acAF(y48f65*5_c*!mEjA^^*LAWaTx?&TahN1H!lFu_!Nt0j zYstjS{5(>$@b>KG9kzpY1jyX!G9Q0sVyCRIOm4W!?Ih#dQzynk%?R6R3{Aa9{*K5b zC1bZWM97?kFAcbLE-xQ?c{Sx)Y4J*zoAaJQ4fAoc1xvxLzsmS1 z@0ZE5{^u_{@y5@DXh}Z$jO|r{=?2HQ5J#@cXj9xSjRLzqqHo2=_xBEB91u#G&R#J* zcdQx0GmbDKC@L<_U;O!Gq^DFIxY7{l1kdkN4cQ?C5s{+6e)MLc!)b5@hl;H%;+GIv z*w5SIBXIxf%CT>yY^7tns*Vr3&+f~p4cFremAjWY)_)>TW0r<5thmr|X6~58=(4Oo{di&pR*0vXXHW8!~9LAzze~s4zaGn-P-X;@oGDt;-wM;7c2p z6qCqStvcu^FT>uaS@^hSoLS_=-mI$2HYVFFa}R5@iQ2{NEu+8NGO-HYI2jf{-ELUD{H0*=7JNBtZ5~sRx zbNp^p5hq+1CJc}Pq@aK@y8+5d>>A#VL0KsAo?^DC1o5oO+mM_Sr=YhKp$-s0-Lvp;y* zxVdS12RzQp8`INWO3u6aev)5a)B5=yht5yc^rIv5+s26P&hbSPwR*A?$oPKV;Jt{qL5Z-Xp~o~ zP;k*uqEeJD*XBiZI}>g;D10_l`Vj9$=?;hNbxXEt+4HssWqzi?r*in@(N@#xIV3|jq!*`D9` zge;qU^;Ia5V*%A;1=zssqZx1x2uJzoxKveF3k@xf_moE2^nc#BckekkDCS{LLovb3 z&HbEEETA1sx-i~dER1LOdBkpdb*7#Y?m&3H!|36Ucjlf%fFn#Ji;9YbR*FG*M2|89 zq!-(HD<}gOmzOhv4%TPFVBqKEWIYmy`u24s>_no5xC)(&F2rY2z`O}D9ws>=Wdr=G z@~SQ4ur7L|z+O$div)4l+l{vRL0z)Cx|&A}#DGy?T{3+_a}~GVDPR zt4#pR5Hh(dZ4h&0fcYA?rqBcg1Q36ZS#4RF%IM3xsXm{POg(?*$lpsWzm!*{_V1+<`KdGj5sv5*8e@}Jr}9w zCp+sU9e0hDNpq2I{~0$LbXZX+SNe_8lfiar$r4VsUxmfux_?^Ri$}K;?UKaC%MLfB z#Jb;yn%v4&7^b)+Z)*8AIGAcL9o;DpcANl+q%^}0u6!~Hl+p@UCYl}|wxYXu-Hx|I zRrNry5)#~F+bRaOuBh(ZIa^kvPD!UiMWv+FXy0JpqM)WBe7bix-=^Cd=~py1Olb1D zII7u`iE8D(UI(4PtEw1A6FLEh2R}Y?W1n+yKPu@8Jk-P)+Wz*8EX~6AQ+6Iny;eMZ zlX`J)-%khcd0hs}jV;4J@@Jfl_HAeqt#ko8LV}B+`zqruNF1pB#1?zE0DG1(IQ-G0M?#%V+e0c}*NCF7KjMzX-n1S@+q{UzZVSowYi2+xQ zZG?gs-YmOw6qJ=eL#t8^o*A~kA%Hii-5_2pLv;}fwIH^p0do3M)ZKiOtX| z!6U<{ux%P`Bj2;xBZM815Zd&9*hJhMf)onI$H$))PX@$MO_oML1cwW&1Q10a)tJkf zZPqpoeK`stOs;+Jg@+5~A!de!Z~u0uj~lzxva6sm_10NzX*T!68-vJ}+l!oeh-wpA zqd8bn)zw<_9cs~9NKsF9?o!rjHJNEQv)+{$BtH>fq0UfTebj;N6qTp4k=&ZTamcwOdx=+UG z5vQ1DYuNM7O4%DX;wbkWaggjSn$G~=tHEBqK*mIMn^cqS;)Hkcosz!oIU6AqEH|$M zD)czHqjW`%q9=jlWa-P>J6HzqgM z#8E8$wpf5k0r7FL5<+I^rB8x+>sNU|?IOOQ#EF4M1)2lOUx(6`pv@V~K=V zWU<$SXmhIDwI`RL?~ zT8t8i3U(*a*V!$@^w(<>j6Yz~i+{@Zj3A|om_zs?EJX>NmoU76Qe%T@-4NMLx(;_J zLEna79*Jp*+#Gh0>)pDOS$QbcWvU$SVgC^7Zy=t--x4VSAc&-wF8%ZmhK3ot9qodn zfRrsda{@v`my*Bx`1>!Y%c5vS;eL+v=06!(&-pud=q$dUus$_@h}0uMH~EFV%*hpU zHWwLwOON{@nxa?E9D+;08#pxn)i1Ssp;ErPIwh4UuC}|NdTNaEQn()Lm(H?B`zF8i z0{_X2=2e@GfB*gfXv|&qXV3JthLN-*zTqA*D<_BUa}%~+8Jw`}WO0OGeOE<`N5S5)$=cwa_-C0zXDoA{p6Ag%V{A-HrPT6g zIPUs^PGdxL5m?(qH6D0cWecrsg_o1OPC^ zLX?rA!1%h9tTg^%Q9wA{JUpWJN7XQ$lT>?lxG_>nLjGo^{*{Pvpkr9Gy1gInJ2^XN zn6@Md5y{;WB>E$0NWljb37!{jBEk5?8YvMfvn2_y9o+eKaA1H7_#DrCDF_%iG~u== z`~w~|M*2b>=KSCv)*+Az-2Sx#%lo>A8!^cafU;PuAGAU^fMh{jB*s)}xy>on+Q%iq z(w+v1Rt;zA5A8xCzLVh9>lJMh&>chKIze+D3HlcWSbaoQOkRgP4YKIy-~{U@YygmMPNQ;twNGR_ z=7$hw;_t0`BC&yk00mSDKSO%c_~r^Fkx&sd;>@fpXb2Ay>bO`b|Fng*m}A@b9MMPK zN;sc`|GJ-=S`wauuwU$JlwvS|Zh_daIKyaW#V@1WBg707Kk{*d2-p%i)OF~g2xAO_ zc2E<{xgk+D1Clvlu5#iigd$tu&f*!&{nkcE+%H1d%OT}*7CT>Fw+h*}P*@a$Nl2W)jpHr8FqNrekEWt0asOH?f%i~1pHp!kBo?@eRfO*=kh_+f{95<$2mC}Jj%ZCsc1=ia(TaOEX(^LBr42n z(0I^w(Y#sA=PEl_IJu&tpmC27MPTE-Tj^D^{It7=Ev<#dgI+2<3$T42A$~-sWtrZ* z$JX=pPwwl?eyvl|!+}4-(ypXF_TTZLbI`9*PJy)Ba3ONm}w&d}f zUq6TCxAE!Kt_}}xU3LlBOaHmMywawHhtsHVaG&p3&*L|rZeBN}Gz{GNq~ofIvmj@! zW|f;`*VQNWC9gFK=iN;WM_^wC^W)PK%8BW!UHqY;}2KOwWNnmG;(^5!F`oWCLv3vp)h0l z+cV`S#`E4oxWolsSUqDKK(uTOkq zNw%12#XU0BT_~%An153j;n-b;x@QFS5((j>L97kprSQNydg8>Jy1T5btOPL`KonYW zGf&bV6U?-fwqG!^twH;Pm|#y#)N#&ULJsM4#C<*PVe=f!rgh4_GGIljoN^PvlCiEm z9--Li^c2M(X!L^t%4cbpZH||T@ToNv9-T*leL??g4slGLr;)risG4KNq zEJwz`Gb$YS7997A9QYzdUny9g0M)tp`g%F=*S6BPuR$L-Bx1{JPY0ca3HLZakQcIJiUbw zed8>P>P1mC2);?LchCU>g+`au)qOR9*zG8xY(_nIg8Ju6x&=9dqO$USfX~R2weH9( zh@RqRd+_n2-Y+`w&-ZFL2&ovLE21T4@}9)S+WHJmb|!v)>bF(q(lQetk*joM2|tv` ziex;-wxgknJ?-_oH=Dy-KDB=1O`@0a+H*Pn){VmlwjDU&bFEr+WzO*F8v})#>UEJ9 zE3b&l1G$edEu{2rewa3TY3mC28^`UWTHk4``)>=fva?obpV7`x0}6Cb+{%)s#lJeq zG=-WH`poEPHnuPVXHrxuH|MvJA7!C<6Y;?y{qQ*}s>9U{-Q$-{DW5b(>oo8JQ>9LR z{OsLc%R1PrQ>j7_)xVyU(6CUs-KZ}tKM@bC2_w0$1{(Z zcz;fMuOOJ+L`ugUDq`V>po3$6YO0cf2-hTh=dD000sI1_h!|Z(2#3Mt>P?s)hXLKP z#Z2Jm!lL zn-H@%V(_$vew6SxuVCAxp1r5plNq&Z#|~{2k9ROd_Dy_z6N&}W+|%srdSE0G2LiN! zuN*f31}IvQtf_Yd;*{BL%EtPt=EMCh8EUD3j+MIad+yyhl&Y5f8mKP_SDW4@{>XqJ ziQlUGE3%}H5;tM2tD&yQ=8<3cD_Ae|`r5CruLDhJNKxeh2SgG`0`4%c#rGf_0YFPP z0*0dDef9P0b!-yo(0c(xpljG3xT*W5QV;>x*?wW5^@xZ!J1F1Di-pYfctvb1Fik2y9Y4PuQ!;f8DIfE#} zlXQjXp&fjH+M|uM*K{aRS&2$ZOAAb6Dyq0KF{f8Gg}I;g8@^PZX8zFj<^zC z&7W-&b2lX^&e31Sz>tmtd%`j!MWc|~ySxm&Ei7?lhJ>B%ZChKYX)N9;E)%B)5*(Zw ziInGLA*Kajg%`!LkP+N#XpFGe?xDH=QK4jQVOYVf?rdP<{H`OQU`85b*VpIzeIG|O zQYKc){nhVZ7l4Qf)ttN@@&VOD4dKEl;+#1|>W;1`&@)uk)I(I!YkUYs-QC>>sHr2{ z=8=vM7fjI9+amZ)`Kszgl`iWW8Et8Rf=laLsn+v-sy$P9*Sh@Fc#}()E?F=B(ed%| z5oz-Phb$1a5D(G=6x^iWuJ0l0-5krV-=PYwXtkEIyw!v`-6L#O=aQofw&<)~l91R3 ze9p;9Kst<u7soqr7u!XKdD`R?kX4G`ALva%;dMI*2* zCB;ihOG}N?mhqK|!~skg`?~rIfAf?JkHlrMft=wNL4yK|a8|`mMk^2HS2Zz9p3z_I z>h}yiW3^hvWMRiK?S)8DkemY|UrHk5B}nv?%-5gwLa6d+monNNX4h2Py3ZuLL4dS% zyZ8Q{%q<23N|(I6(X{KeHWX{2*v`1@IJlhb(wrkfo)rIjOI}xd3biEpZyDt2utG(# zTx0&Jvh%uH>&~XEY2*E4QZ~+1BdC^Dl^*)%Zj)$}SK6i|e{OqMYQLQT*CD_6PyJI^ z`P`DofcpJ8@6YqEwjTMjynOwv~!(UjW@$Qrz8Ww1?ATp)Inx*?(bXdc~*^L(!6cX}~n%?b2;|Zwh*J96gLe z0iQt*Pqb{o5O$dCuElYSj^m0nQw1FUh^!t9Zs-U9(WAtXf@n1=lG|Z^Gqp9W$xD(E zaSA*o$dN^&+}*`mpoji6PPDS?oMhi>D1+u+-WLs73NmK|ZWea-*rK9WP$6QOv#_yE zi-`9u;R7N3AZI{$J zP7VtdI*v1M=!=P)_dKl`&;`kbpx6ziw6fqWR=fDX!i>32DIxy{ZRu}(ZJGA9g^EIU zIb&BCh0{ZHwmi@8tJXZh@BdksKQ{W_>sQqjDvx*UKHkt4ZtBYCP`Jgr>uK6(d(o*p z`v?nh!)Oz>M(Ne5Y-fyD2&=jmZ-NZ~w#C40UB}@(bq?%%pUo`MYzdnK_`GMgGE+&E z^;G^|%B?VucDCE0b6yNSQ;pi6bThQG)iQ3Tg!nQakdTm9`krH2x60R9RU`fw0p6T{ z!{p@r?DG)P^p7+Em*t#v)gp`wmQq$Q8Af(w9P3$9 z+zO12vqXu9F)jnp0laztKFG1#*&Cb+6iuH?zcM@p6bGmFLWgmf7_Yt>ur7tn*EX{B zJ105sr8av&`-L;KD|iu3JfgTlTL_C}=66rJXhL@A6rdu}QMzFgqKPCfuGQ^^`iBk< z^hn^}n|C}%F4~$^gx)F=@_=vO6zlsDss#a}I}{enuYeWi)ZL=Wu@$%@GDx-e#^-^1 znsnxzCJt)*(N_20Lu&u5n@jz>cJDTTC#A^THwB_yj&JHk>_p5j!1{+O0ghO~D7vic zyBwQQ{e}JF#b5qp=-uO7nRWA&-Ia-Ic21G1Tvl&^F#G4{iv#l}s=MEt(0Ii0pL0>0 zFG%}#DTmKvlSe1|av$T81n6WQY`$~Fvd7m=%3m)lY@{KRRgC{|SbW5?yu94`HXDHm z0S%c02f!F*&fOXKbf{MId}1i&nqqJFh~4c|g?qiTm?__?D(=V#D05Pk9v%)-QVdj4 ze`v_^sjbqx;i&tC&Al{f8UMotShF6r4D%$#e94Co6;)I=63^1ga)z!0@Pek~>kAdl z5ml>fHKODI&oeP$%SFFV0j;tZ) z7o+QO$m&DR=xiq18StAv0qs8U<|EF(_Q}5R7QZphw>tCH2F4iZ;1I)th)THW&6V9b z=plXtUNEY0R{H}9WR*7oqKP&TT<%h1+kHs2tqI`aQfG)mHci|(OQ!Z4FrQ()+noE_@5?sV%Cp= z+X0c0nns$Fs6X&eGN`X{JZ>yzzy}9lAM$7n!gz0#w)njgy;#=L|I{AhzUk?lZLkVS zFX1F~!s?IiE|3&-jx$46gA5>R!v8h(N!#*w*GxK()6OLJE{&WWwbPK2KOp_&; zyt9IPxG4=?lGU}MM&1{%UQxnAhu7utq*f9VC`wt8`|&1(*unm9)PO1LGz!dD*?&*1 z?}9aOFsl<91qly5lwPnkxWlT24i?3m{=hn%5E9`z zWKn+>PaDt1gkw@u6{mNM|X8^!0wUw^V zCG#|_z|!%?js4+gtp*_#+i(KDJ9;{I1K`ugTBuf^ykl>ZJQ~AJ+jr(ve}U39#|uz%Y(QGoiov21se|CKqBo^ z>yY{jo&NKGQ^MOD#vO!lF8?fcG=dS+%+8&E1~a=O^6y^W6ILOq&3)*%e#9302X=g$ z?6z35S*MvE@+AdSsHv%Z;lY;r_R8_wAhn||K)jhhQXT#F&8ybh*Y84n5AklX44mkY zl2=s30#dTG%b5`T{CIW0`a~Fc|=JN|$Q@!N9wD0gf&qnjI8r_cr z4t);!T%o>@Oi4%xLeD2Fo}bOs{KUs+7$g}QTb?~fL=H*FzfDUULIUG%}SJDDq3z5K&c6f2_ncL@r7DB)4YQl8W>3cb40d@ z)PA|E?iM;+f91_y+xk3t((&Ge5+|bp_&&r7&{S`6^(D$y(14$!ujo|QgJKYqO^zY( zLE!#~pkITEP6!ZRam^##^#YqYi{G+y7X5i(qfU^S)A%MrH$8 z2ywLGj}}|{-z2dip1#5HNdW(Z_ZqRakfrNps|i~7l1vsa9D&uK7!>uo=mR2TR|D?6 zuzEj5IXU6PY6lL9z~JB^)*ema$;A;{|F$~m32Ol)Umr*8T0?VJ?FI%0jDlXKM^Fsg zWzQt8tgPtq(jrTkGDp0medRBT*5$Kjds*X%oa#Tz^%CP!*Tj1OXz*pOM$sF(u&(}K zwV1}fLqeVJ-S!N5okJi5%e@VE)4X-H*g@4oIX@{0tB?b18b{ZwN83b(hb`$7l9@+; z=;Zc;&Kwq6^Lc#5guZ9%Hu~I}ZNmw7|L7;PCq0Ny642n7KO%a+W_*73+xV`I11MLkOMTTXuyJ(F;U~MPKqM zxb}2Izd<^*?<}n!iq4mW3iWKa6YPLWH+(I?OmKq34ehIwYqQm)Mhdrl*36mKL0tZd zEZrL;YY3jQnQL}s%4ArwhNIZomRdvGVuM>fE~BTH=f`XCZXbvr#4sng43gvxyu7tz z*Dj(x3k+b?_oy?-lW4;-LBC3@yv{vn6o5oV_-`SzIj#_YofxQNp9B9X!@5_3_Jbc% z`4F{`WILfPOxTi)7I~qAO?l)<9RTxCF1^n*=V2S12Z5F|%9h`$hvZkbJ)NN`MRJ8I zvl=mxvt(`l7JfQ;>MCOW#j1&!61YeN)H!7#tc0l{?(o`3bBlknu76T?@%qXA=Nt>W zKq!Ai!_)n%OVIWa*^JTUbO-W$-p5D9t?Y`K|D+~eE#6cZwY^bkPSGnbJ|=?9a@0kd zI{%hqzeB!t9z7DOv3XP2iCn3#GiqrQM~6ka+~Zxy?rguW%w8t?`1BcV zY6z?tpsV{*K04Lest;qzMlh8orm^U5L2e{>}?V0qp~CN@&t%MYKYOJwTcYT9&fDlZ2aDxc2+WK0!E&iFbE?Z z%2ZZ*K?te9%+G``+WdH@l%*vHaCvYpxo-dZVq162k~@^R=SvHv8@0fvKOvNWGPn~1E{jbNe1GUPrRN>_mW4c0#xpt z1eptT%T&iPG)aiLMMQH7g#~)=AT2%e_a|(Gz>q&Hzzok$*gi$rvfXcXmnGsg%8E+R z9Z*n~8}l}Sfkb#@HNH1d08RtV;tTGA{|PGp2`}#FeKf6C~SNfPh)Mf%at3Zu_j4ix@3?;m(nX5L)x;3vDv7IG%(WPr}5HwIB} zsuP>bIuAbSc+hBkNvVbBX`BgLwFJNg+^-YaekbP0h`&!_@!Y-=on*gd z*iwQK2T(}7^p4quV?rX2N~%)9;%?;K4H5mlz-2CpsBnjs(iwGHcUyo0dSOy9HS<9NJ`GShaNt$s|0{3(Y^ZH0D~eqQg-9 zJd6uCe~L1XgLj}{O-V&%=LLvYcI=#m{>Y4$g{+{EIb`y7%h%X67P9kqyN&2p79R&5 zpbmyQ(LX-1-CPVXo~{_5dxqf|IW_r;@4Hzq@%tSU5V*N{_`+&AK_CDSfEMq8iQ)xK zeBDcEQi9`2CwLp8EjFN5u+*kTQjts^^55T3E_QnZoGxS%c1djVh~LatX6c<3|JB9W zc^jD7a%V#4qPX*@DrRiO(C2xV_sXiIr$Qy%Av%e6!H@pZlMtZ6)3Ve&t{u53PU_n%`Pr!WlMdsrem)o|So zwNIJxC*w2P+@^PObPnHgNZ?xP@yEzPx9;?dJ8b&$;G%el-~14vtU?~oj64v1&88AJ zS9Hh9(NL2yH%}qQ1hoH?G=uW4i0@Tv$g_TzAC&XBffoINmwTy=%SRx6QG)(T5VPp) z1TzFqg~)EpR+5%ba3_mz6XOSBL7)M20a9TG2AFG?Ft$Q+0`aNtG8 ze0Z1n1{WGtGroEwLaRe}(sXfVgNE-$iN^nZ z0Dt$-y4QO^Pt#SO&E@0|03>3nV7fCk5PTp=@!5-8p0%A9p7{fiwJz*JI`@iVJ4FIz zaOduVr{yDWl9I@b zwu|4K^QA?yDI;~#>G#Gu2U&Wb37p^(3=t5>(W`X06Xr4Wr^JerF8re4)?Zc3AMER1=G52W5>bCknIOH|`?ext2ECB>(SqS$kwA z^Vyu(FYo47Og>Xi-=UD@EL}Tj5XK<>)a}?e%|+oOwtRwou{>KCzh`D>WDI|lpP=f| zaxvt()TaArecuz#jh=wXCwkQG2TWZ!(j)sPM_)uLXyrw=#=CT7$6jOX=OOC~qM&oS zj62fw@|L49aB8|vihr-*Y+ll~;q!YjAL%mS)1L`N2k#E%E$OOO%4jvnZj6`OFQnD} zz8NTgkvpb^UF}yvUFC(@`kAVQa`r8|n}f7C%*-XC{lF7n9w$GNByKz$kKIt=zfkNWktXEtn z$D$vc`Ia_*mVLi!p4kt33&Hu1`_o{C`db`af<7R8)LfuG(ipy+guI%tw zZ{F>PO-k-jAMaf0xFAm@u3jMZfA)o(Fg|S$#og#07@ua=I{y0hY<<1gc6mZHHYs`L zS9^|7>-)E6YghSBP;yHvoZtKQ#*{&b*BE=5OGi43aJW+a)Lqe;8kM=v0SeUvL#4Ar zDr_ZeR8dd=y?^&;m0pk(t8Zkx`_RUEB}2{lBjsLO)eb4&2dwYIqfek ztJo~BGOcy-l(v?ZF1{>i%`w(?x{y$(^<3{(L4T{mm8S5?$hJF)nb)Hh`yz(u`u@*~ z%8p~(wEXpJilkI!TGi$UN5AFAT!}awroOC||8w+3`C5(EshVecG-Nd~4~|B={`;Jw zy+T?-?3|o#qVh~hypW%kYW(SifhyU>&36C3=q+E(k?7#7OvP=E>Q-x$lcq^>n%|V% zG_F7G|FYml^+cjz`@b(X{gSzT_#mg|x2lo_J7<@ic(RrsdsVLKT}U&lk$ZbP|N6qe zuRXV0b)G~ts@}|!Bl+kKvxLj>F@s(%eDS}jZ0PdqK5|X``_g;gbvPG1DJcVK4plkb&>J4o{?|tRv#i8CZV?PxV#&g=#_%b`KAKU)Nh@0#Im%rF+ zES01m-SKPX{?)jq7p|2THA+O{c#LGsbah|<-p0NAVzSzet0zUT#1uV>4H;z*uWb_j z_oC!3zT`WXuE>_8$fmM(hdHoObm2#=-`SqmmyX9Mvc<&@8uIb+v+iFyb1sUL`b9(y zTX=**qGHqVa0mtcavU*eYG7t5iTZ7fSUi>VoR5UX()qW>p91u#dAYc*{Qq~gm85G% z#6V3g=sGi>sOZeYdf}(ZX=#4n8@nK^i}zBz3R9k>{<~tkQGB)OG zXk^s#<44NO(004|G1Ulh_mZS-YNeT1Ql+nSykuexI{4&EMqFc~{D0lM?)wwYT&XuR zF4WeBCcCURwZA1Ltut9|VxpQ}iqre<)}wOB>-n3bJM<5EnRh-PEyz4|EysdA&_tf? zMUtt_shV%gEq+%|_H&b8)M0VXcx$duV6F3P;@^#Ok2W(!xWVJ797nj)1l#2HsIbsx zD@|vm{5$7C(Ym41CQVi@hj*m)tIA1@`yfK=m!!_YzW*^+=M^mY6jK}S5h42&bGeUM zR9-P3&nTXvmH))gXKi!o{N69T(gi#IeMqJsGD(MZ4zbN%BV(^fKGNLQ2Cqi3mXji> zTBVw~mXob@5yIIz7rk#J20fqK$@Dw$Hl2~lS(igz)dpE%QJjj|0=f37%C{7*=9pCT zo@nN!@{>GZBP}iaH1XysHtHvh690ab+!m~d+*8*&9mkp`geP0kkvp)pOvyhYq9%Ev zedpW};h3nkF&fqQ7{%g**7zWyvyNss&8{Xi`&9NLj(NLwe`_DU+(JfaV_}~LHuKQc zc%~W$gU*+_@+$i(8?QTPF8#mGt}QI7EDF<%<;+N_UB;9dP18!8O#Q?hBgN85D2o)! zYj)8J37z@K^h0r~DZ5R4MTrw6Udj+Hbu=|0>}I2>s33x6h?i8%OcTWf(b+wn^E40h zbRPCOYwfky+5cX9uf5hv=OJJ?nQ%`0c16YjN<|0fRmnpw)<61X%(=7;nC7qJ(>S+V zN8%RB9bdWqSvX@g9#qEWD&rptot%{s-oNzxcH-q>_h898OqMozxJM*!Z^xNJ3c_6t z*O@)u*enBECa~zv$1hY|nYp%q3pV@i)v*VJ`a2cDp-k#4?ct`j{Zo_N^`6+VQR$8a zj-d^rk(WtwTBO77c@;OAxskxY7PMl5FF&eAHnUNenmmJzLu0;6+kVzR%QXg#c#7a3 zvcb{@+?`^fP?&hpAs{*mwQut%TlYO)R?Xd4{J`D5!DG;y`9p(r%laPW#9+n8E(3L} zODg$DgOpL^9)>>?+(Al7so|wh;z1;*QRs?uu$6uUyZ+uDs?f;B5K=9ZlOoq{8fvVj z20B>ge6W-Cg=RlI6k1b9Q!{{4PQnmbzFK5+!zMEyBpU;c4+gm0UI2nJ=rOLo5mued zD22v6C6P$+$tO7!UlhgUl%NKEm?s*f0-DvdPOz8yHiJK(s{T3w6dR{Nz06zkx|7r8 zhAa#bjOtdWbbC}K21ce;*HGd^#dB+jG+8KpH1g$;SO_bDlR7{ z=OhxMBi|t6+z^$PfK=hsu5y2)(WvZv&IOoSMLVx}cyFc286>%{@l>;H>g{9tZr=U_ z({FT=B#PRo24x+rW_S?P;+9tOGC*<05=kuSDN&W>-o@^YoNpLI9dmEWK4zsfJ1KE#dc zt~zFj#5f)*}yBXw2LT8a0hvOsJ{huDa z@gP&XD0sqFFZx9XWoT6H7+_4m)NAzGL;d18uOkGjNeNLUv|LidqJ6&v*m)y(_W zt!Z+p)V{lVWC_%h&o&0JiAMHZrOCxQh=KY~o!ZA>Fnm%cthX9Iw1o*idjxNvQUCtL zHtmDESleo8)cfUz3jdB!FFXUaWnxmCZ|wpz93Ns~0w5B-@;lD0Thh<<=YZR5l}R1P z22};30x@1*Ogle-?d{mYnxKnS|-b!<^3?T;@WWRQ>?&jRC)d~t15 zxbxZUF^N{H&OBtnfqq?tZ)dV~-cGapnsEaA@o9A3xL0R+7WI*Asj99V0_nHf`c*wZ=!(_4RXN2M8qv$ - + In HADDOCK3, users have the freedom to configure docking workflows into @@ -120,7 +120,7 @@ restraints can, however, be used in HADDOCK3, which also supports the *ab initio* docking modes of HADDOCK.

- +
To keep HADDOCK3 modules organized, we catalogued them into several From 55fcedfbe6eef43914c65dc73de595243b1f2f5c Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Tue, 19 Aug 2025 14:18:08 +0200 Subject: [PATCH 06/25] HADDOCK3 user manual instead of HADDOCK2 --- education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md index 7fb5a0150..1d4ef46b0 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md @@ -63,7 +63,7 @@ _and note the location of the extracted PDB files in your system_. In it you sho ## HADDOCK general concepts -HADDOCK (see [https://www.bonvinlab.org/software/haddock2.4](https://www.bonvinlab.org/software/haddock2.4){:target="_blank"}) +HADDOCK (see [https://www.bonvinlab.org/haddock3-user-manual/](https://www.bonvinlab.org/haddock3-user-manual/){:target="_blank"}) is a collection of python scripts derived from ARIA ([https://aria.pasteur.fr](https://aria.pasteur.fr){:target="_blank"}) that harness the power of CNS (Crystallography and NMR System – [https://cns-online.org](https://cns-online.org){:target="_blank"}) for structure calculation of molecular complexes. What distinguishes HADDOCK from other docking software is its ability, From 49f2c0806d9b16df49cec6dbe4ec351819dcc633 Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Tue, 19 Aug 2025 16:14:02 +0200 Subject: [PATCH 07/25] text corrections --- .../HADDOCK3-protein-protein-basic/index.md | 14 ++++++-------- 1 file changed, 6 insertions(+), 8 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md index 1d4ef46b0..8ffd3b769 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md @@ -71,7 +71,7 @@ inherited from CNS, to incorporate experimental data as restraints and use these traditional energetics and shape complementarity. Moreover, the intimate coupling with CNS endows HADDOCK with the ability to actually produce models of sufficient quality to be archived in the Protein Data Bank. -A central aspect to HADDOCK is the definition of Ambiguous Interaction Restraints or AIRs. These allow the +A central aspect to HADDOCK is the definition of Ambiguous Interaction Restraints or AIRs (see [https://www.bonvinlab.org/haddock3-user-manual/intro_restraints.html](https://www.bonvinlab.org/haddock3-user-manual/intro_restraints.html#ambiguous-distance-restraints)). These allow the translation of raw data such as NMR chemical shift perturbation or mutagenesis experiments into distance restraints that are incorporated in the energy function used in the calculations. AIRs are defined through a list of residues that fall under two categories: active and passive. Generally, active residues are those @@ -124,7 +124,6 @@ restraints can, however, be used in HADDOCK3, which also supports the To keep HADDOCK3 modules organized, we catalogued them into several -categories. But, there are no constraints on piping modules of different categories. The main module categories are "topology", "sampling", "refinement", @@ -138,7 +137,6 @@ all categories and modules. Below is a summary of the available modules: * **Sampling modules** * `rigidbody`: *Rigid body energy minimization with CNS (`it0` in haddock2.x).* * `lightdock`: *Third-party glow-worm swam optimization docking software.* - * 'gdock': *Gdock integration sampling modulex.* * **Model refinement modules** * `flexref`: *Semi-flexible refinement using a simulated annealing protocol through molecular dynamics simulations in torsion angle space (`it1` in haddock2.x).* * `emref`: *Refinement by energy minimisation (`itw` EM only in haddock2.4).* @@ -450,7 +448,7 @@ haddock3-restraints passive_from_active hpr-ensemble.pdb 15,16,17,20,48,49,51,52
-### Defining the position restraints locally +### Defining the ambiguous interaction restraints Once you have defined your active and passive residues for both molecules, you can proceed with the generation of the ambiguous interaction restraints (AIR) file for HADDOCK. @@ -515,12 +513,12 @@ after the initial rigid-body docking stage, select up to 10 models per cluster a HADDOCK3 also provides an analysis module (`caprieval`) that allows to compare models to either the best scoring model (if no reference is given) or a reference structure, which in our case -we have at hand. This will directly allow us to assess the performance of the protocol for the following three scenarios: +we have at hand. This will directly allow us to assess the performance of the protocol for the following two scenarios: 1. Scenario 1: 1000 rigidbody docking models, selection of top200 and flexible refinement + EM 3. Scenario 2: 1000 rigidbody docking models, FCC clustering and selection of max 20 models per cluster followed by flexible refinement and EM -The basic workflow for all three scenarios will consists of the following modules, with some differences in the restraints used and some parameter settings (see below): +The basic workflow for all three scenarios will consists of the following modules, with some differences in the parameter settings (see below): 1. **`topoaa`**: *Generates the topologies for the CNS engine and build missing atoms* 2. **`rigidbody`**: *Rigid body energy minimisation (`it0` in haddock2.x)* @@ -531,7 +529,7 @@ The basic workflow for all three scenarios will consists of the following module 7. **`clustfcc`**: *Clustering of models based on the fraction of common contacts (FCC)* 8. **`caprieval`**: *Calculates CAPRI metrics (i-RMSD, l-RMSD, Fnat, DockQ) with respect to the top scoring model or reference structure if provided* -The input PDB files are the same for all two scenarios. The differences are in the sampling at the rigid body stage. +The input PDB and restraints files are the same for the two scenarios. The differences are in the sampling at the rigid body stage.
@@ -843,7 +841,7 @@ If you have everything ready, you can launch haddock3 either from the command li ### Structure of the run directory -Once your run has completed inspect the content of the resulting directory. You will find the various steps (modules) of the defined workflow numbered sequentially, e.g.: +Once your run has completed inspect the content of the resulting directory. You will find the various steps (modules) of the defined workflow numbered sequentially, e.g. for scenario 2: {% highlight shell %} > ls scenario2/ From b76d0e93fc4b6479c7f361a16b582b4939bbc366 Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Thu, 21 Aug 2025 13:03:51 +0200 Subject: [PATCH 08/25] haddock-restaints server --- education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md index 8ffd3b769..b3af54536 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md @@ -125,7 +125,6 @@ restraints can, however, be used in HADDOCK3, which also supports the To keep HADDOCK3 modules organized, we catalogued them into several categories. - The main module categories are "topology", "sampling", "refinement", "scoring", and "analysis". There is no limit to how many modules can belong to a category. Modules are added as developed, and new categories will be created @@ -452,11 +451,11 @@ haddock3-restraints passive_from_active hpr-ensemble.pdb 15,16,17,20,48,49,51,52 Once you have defined your active and passive residues for both molecules, you can proceed with the generation of the ambiguous interaction restraints (AIR) file for HADDOCK. -For this you can either make use of our online [GenTBL][gentbl] web service, entering the +For this you can either make use of our online [haddock-restraints](https://rascar.science.uu.nl/haddock-restraints) web service, entering the list of active and passive residues for each molecule, and saving the resulting -restraint list to a text file, or use the relevant `haddock-tools` script. +restraint list to a text file, or use our haddock3 command line tool. -To use our `haddock-tools` `active-passive-to-ambig.py` script (also found in the archive of the tutorial) you need to create for each molecule a file containing two lines: +To use our haddock3 command line tool you need to create for each molecule a file containing two lines: * The first line corresponds to the list of active residues (numbers separated by spaces) * The second line corresponds to the list of passive residues. From 698d535782ce8736f1c04e776d578c0a27aed323 Mon Sep 17 00:00:00 2001 From: amjjbonvin Date: Wed, 27 Aug 2025 09:32:24 +0200 Subject: [PATCH 09/25] Corrected typos --- .../HADDOCK3/HADDOCK3-protein-protein-basic/index.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md index b3af54536..301f4e01d 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md @@ -99,7 +99,7 @@ parameterisable yet rigid simulation pipeline composed of three steps: `rigid-body docking (it0)`, `semi-flexible refinement (it1)`, and `final refinement (itw)`.
- +
In HADDOCK3, users have the freedom to configure docking workflows into @@ -120,7 +120,7 @@ restraints can, however, be used in HADDOCK3, which also supports the *ab initio* docking modes of HADDOCK.
- +
To keep HADDOCK3 modules organized, we catalogued them into several @@ -256,7 +256,7 @@ color red, e2a_active
- +
Inspect the surface. @@ -355,7 +355,7 @@ show lines, hpr_active
- +
You should be able to see the amount of conformational space sampled by those surface side-chains. You can clearly see that some residues do sample a large variety of conformations, one of which might lead to much better docking results. From 63a29a50a923c0f95119d12de04baf3f250512ea Mon Sep 17 00:00:00 2001 From: amjjbonvin Date: Wed, 27 Aug 2025 10:06:05 +0200 Subject: [PATCH 10/25] Updated link to HADDOCK3 installation instructions --- education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md index 301f4e01d..86722d0e5 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md @@ -177,8 +177,7 @@ combining a multitude of independent modules that perform specialized tasks. In this tutorial we will make use of the HADDOCK3 version. In case HADDOCK3 is not pre-installed in your system you will have to install it. -To obtain HADDOCK3 navigate to [its repository][haddock-repo], fill the -registration form, and then follow the [installation instructions](https://www.bonvinlab.org/haddock3/INSTALL.html){:target="_blank"}. +To obtain HADDOCK3, fill the [registration form](https://docs.google.com/forms/d/e/1FAIpQLScDcd0rWtuzJ_4nftkDAHoLVwr1IAVwNJGhbaZdTYZ4vWu25w){:target="_blank"}, navigate to [its repository][haddock-repo]{:target="_blank"}, and then follow the [installation instructions](https://www.bonvinlab.org/haddock3-user-manual/install.html){:target="_blank"}. ### Auxiliary software @@ -280,7 +279,7 @@ After saving the molecule delete it from the Pymol window or close Pymol. You ca delete 1F3G -In a terminal, change the chain of e2a from a to B. +In a terminal, change the chain of e2a from A to B. pdb_chain -B e2a_1F3G.pdb > e2a_1F3G_B.pdb @@ -299,7 +298,7 @@ Since the biological function of this complex is to transfer a phosphate group f In order to use a modified amino-acid in HADDOCK, the only thing you will need to do is to edit the PDB file and change the residue name of the amino-acid you want to modify. Don not bother deleting irrelevant atoms or adding missing ones, HADDOCK will take care of that. For E2A, the histidine that is phosphorylated has residue number 90. In order to change it to a phosphorylated histidine do the following: -Edit the PDB file (*e2a_1F3G_B.pdb*) in your favorite editor +Edit the PDB file (*e2a_1F3G_B.pdb*) in your favorite text editor Change the name of histidine 90 to NEP Save the file (as simple text file) under a new name, e.g. *e2aP_1F3G.pdb* From 1b4619b85e06a53ac94aec9f28f91e1a2b1aff17 Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Tue, 2 Sep 2025 12:29:59 +0200 Subject: [PATCH 11/25] reordering tutorials --- education/HADDOCK3/index.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/education/HADDOCK3/index.md b/education/HADDOCK3/index.md index 44720935a..0340954fa 100644 --- a/education/HADDOCK3/index.md +++ b/education/HADDOCK3/index.md @@ -41,6 +41,9 @@ _Note that HADDOCK3 is still in heavy development and as such the software is ev # System-specific basic tutorials +* [**Protein-Protein docking**](/education/HADDOCK3/HADDOCK3-protein-protein-basic): + This tutorial describes a basic protein-protein docking case using HADDOCK3. The interface information for the docking is derived from NMR chemical shift perturbation data. This tutorial requires basic Linux expertise. + * [**Antibody-antigen docking**](/education/HADDOCK3/HADDOCK3-antibody-antigen): This tutorial demonstrates the use of HADDOCK3 for predicting the structure of an antibody-antigen complex using information about the hypervariable loops of the antibody and a loose definition of the epitope determined through NMR experiments. @@ -49,9 +52,6 @@ _Note that HADDOCK3 is still in heavy development and as such the software is ev * [**Nanobody-antigen docking**](/education/HADDOCK3/HADDOCK3-nanobody-antigen): This tutorial is similar to the antibody-antigen docking tutorial, but it uses a nanobody instead of an antibody. In the tutorial we explain how to generate an ensemble of nanobody conformations in their unbound form and then how to dock it to the antigen using HADDOCK3. -* [**Protein-Protein docking**](/education/HADDOCK3/HADDOCK3-protein-protein-basic): - This tutorial describes a basic protein-protein docking case using HADDOCK3. The interface information for the docking is derived from NMR chemical shift perturbation data. This tutorial requires basic Linux expertise. - * [**Protein-Glycan modelling and docking**](/education/HADDOCK3/HADDOCK3-protein-glycan): This tutorial shows how to use HADDOCK3 to dock a glycan to a protein, provided that some information exists about the protein binding site. As HADDOCK3 only exists as a command line version, this tutorial does require some basic Linux expertise. From 2ce37aaa9af573bdf1cbf302d17805131c49ec66 Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Tue, 2 Sep 2025 14:26:59 +0200 Subject: [PATCH 12/25] chains corrected --- .../HADDOCK3-protein-protein-basic/index.md | 19 ++++++++++++++----- 1 file changed, 14 insertions(+), 5 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md index 86722d0e5..6f5e057bf 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md @@ -279,10 +279,10 @@ After saving the molecule delete it from the Pymol window or close Pymol. You ca delete 1F3G -In a terminal, change the chain of e2a from A to B. +In a terminal, make sure that E2A chain is A. -pdb_chain -B e2a_1F3G.pdb > e2a_1F3G_B.pdb +pdb_chain -A e2a_1F3G.pdb | pdb_chainxseg > e2a_1F3G_clean.pdb This will be usefull in the docking phase, as HADDOCK3 needs different chain associated to each protein involved in the docking. @@ -298,7 +298,7 @@ Since the biological function of this complex is to transfer a phosphate group f In order to use a modified amino-acid in HADDOCK, the only thing you will need to do is to edit the PDB file and change the residue name of the amino-acid you want to modify. Don not bother deleting irrelevant atoms or adding missing ones, HADDOCK will take care of that. For E2A, the histidine that is phosphorylated has residue number 90. In order to change it to a phosphorylated histidine do the following: -Edit the PDB file (*e2a_1F3G_B.pdb*) in your favorite text editor +Edit the PDB file (*e2a_1F3G_clean.pdb*) in your favorite text editor Change the name of histidine 90 to NEP Save the file (as simple text file) under a new name, e.g. *e2aP_1F3G.pdb* @@ -371,6 +371,15 @@ For this in the PyMOL menu select: Name your file *hpr-ensemble.pdb* and note its location +In a terminal, make sure that hpr chain is B. + + +pdb_chain -B hpr-ensemble.pdb | pdb_chainxseg > hpr-ensemble_clean.pdb + + +This will be usefull in the docking phase, as HADDOCK3 needs different chain associated to each protein involved in the docking. + +

@@ -686,7 +695,7 @@ ncores = 50 # molecules to be docked molecules = [ "data/e2aP_1F3G.pdb", - "data/hpr_ensemble.pdb" + "data/hpr-ensemble_clean.pdb" ] # ==================================================================== @@ -769,7 +778,7 @@ ncores = 50 # molecules to be docked molecules = [ "data/e2aP_1F3G.pdb", - "data/hpr_ensemble.pdb" + "data/hpr-ensemble_clean.pdb" ] # ==================================================================== From 828be006e252e589bc85aba60fa740bae8d39928 Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Tue, 2 Sep 2025 14:40:20 +0200 Subject: [PATCH 13/25] ncores changed --- .../HADDOCK3/HADDOCK3-protein-protein-basic/index.md | 9 +++------ 1 file changed, 3 insertions(+), 6 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md index 6f5e057bf..82974443e 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md @@ -553,8 +553,8 @@ to a maximum of the total number of available cores on the system minus one. An {% highlight toml %} # compute mode mode = "local" -# 1 nodes x 96 ncores -ncores = 96 +# 1 nodes x 50 ncores +ncores = 50 {% endhighlight %} In this mode HADDOCK3 can be started from the command line with as argument the configuration file of the defined workflow. @@ -565,9 +565,6 @@ haddock3 \ Alternatively redirect the output to a log file and send haddock3 to the background. -_**Note**_: This is the execution mode you should use on the NMRBox resources. For the tutorial we limit the number of cores to 10. - - haddock3 \ \> haddock3.log & @@ -582,7 +579,7 @@ _**Note**_: This is also the execution mode that should be used for example when {% highlight shell %} #!/bin/bash #SBATCH --nodes=1 - #SBATCH --tasks-per-node=96 + #SBATCH --tasks-per-node=50 #SBATCH -J haddock3 #SBATCH --partition=medium From 3e85afa8f2b5ae442c23e3f340a62837663bdaca Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Tue, 2 Sep 2025 14:42:03 +0200 Subject: [PATCH 14/25] typo corrected --- education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md index 82974443e..85fda72f3 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md @@ -673,7 +673,7 @@ In this execution mode the HADDOCK3 job should be submitted to the batch system ### Scenario 1: 1000 rigidbody docking models, selection of top 200 and flexible refinement + EM -Now that we have all data ready, and know about execution modes of HADDOCK3 it is time to setup the docking for the first scenario. The restraint file to use for this is `e2a-hpr_air.tbl`. We proceed to produce 1000 rigidbody docking models, from which 200 will be selected and refined through flexible refinment and energy minimization. +Now that we have all data ready, and know about execution modes of HADDOCK3 it is time to setup the docking for the first scenario. The restraint file to use for this is `e2a-hpr_air.tbl`. We proceed to produce 1000 rigidbody docking models, from which 200 will be selected and refined through flexible refinement and energy minimization. For the analysis following the docking results, we are using the solved complex [1GGR](https://www.rcsb.org/structure/1GGR), named e2a-hpr_1GGR.pdb. The configuration file for this scenario is: @@ -755,7 +755,7 @@ submitting it to the batch system requesting in this local run mode a full node ### Scenario 2: 1000 rigidbody docking models, FCC clustering and selection of max 20 models per cluster followed by flexible refinement and EM -In scenario 2, we proceed to produce 1000 rigidbody docking models, from which we proceed to do a first clustering analysis. From the top clusters a flexible refinment then energy minization is done. +In scenario 2, we proceed to produce 1000 rigidbody docking models, from which we proceed to do a first clustering analysis. From the top clusters a flexible refinement then energy minization is done. For the analysis following the docking results, we are using the solved complex [1GGR](https://www.rcsb.org/structure/1GGR), named e2a-hpr_1GGR.pdb. The configuration file for this scenario is: From 862ca43d2965e73108e847dcf1cc6dc4b150c288 Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Tue, 2 Sep 2025 18:20:25 +0200 Subject: [PATCH 15/25] consistency type --- education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md index 85fda72f3..b5cf68d0a 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md @@ -619,7 +619,7 @@ batch_type = "slurm" # queue name queue = "short" # number of concurrent jobs to submit to the batch system -queue_limit = 100 +queue_limit = 50 # number of models to produce per submitted job concat = 10 {% endhighlight %} From 37a2359491b50d1cae9c8414eba259a5181f6f74 Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Tue, 2 Sep 2025 19:46:18 +0200 Subject: [PATCH 16/25] consistency typos and details added --- .../HADDOCK3-protein-protein-basic/index.md | 52 ++++++++++--------- 1 file changed, 28 insertions(+), 24 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md index b5cf68d0a..06b28b8d7 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md @@ -674,6 +674,8 @@ In this execution mode the HADDOCK3 job should be submitted to the batch system ### Scenario 1: 1000 rigidbody docking models, selection of top 200 and flexible refinement + EM Now that we have all data ready, and know about execution modes of HADDOCK3 it is time to setup the docking for the first scenario. The restraint file to use for this is `e2a-hpr_air.tbl`. We proceed to produce 1000 rigidbody docking models, from which 200 will be selected and refined through flexible refinement and energy minimization. +This corresponds to the default docking scenario of the HADDOCK2.X version. + For the analysis following the docking results, we are using the solved complex [1GGR](https://www.rcsb.org/structure/1GGR), named e2a-hpr_1GGR.pdb. The configuration file for this scenario is: @@ -756,6 +758,8 @@ submitting it to the batch system requesting in this local run mode a full node ### Scenario 2: 1000 rigidbody docking models, FCC clustering and selection of max 20 models per cluster followed by flexible refinement and EM In scenario 2, we proceed to produce 1000 rigidbody docking models, from which we proceed to do a first clustering analysis. From the top clusters a flexible refinement then energy minization is done. +This scenario illustrates the new flexibility of HADDOCK3, adding a clustering step after rigid-body docking, which is not possible in the HADDOCK2.X version. + For the analysis following the docking results, we are using the solved complex [1GGR](https://www.rcsb.org/structure/1GGR), named e2a-hpr_1GGR.pdb. The configuration file for this scenario is: @@ -968,7 +972,7 @@ We are providing in the `scripts` directory a simple script that extract some cl To use is simply call the script with as argument the run directory you want to analyze, e.g.: - ./scripts/extract-capri-stats-clt.sh ./scenario1 + ./scripts/extract-capri-stats-clt.sh ./run1-full
@@ -977,7 +981,7 @@ To use is simply call the script with as argument the run directory you want to
 ==============================================
-== scenario1-full/02_caprieval/capri_clt.tsv
+== run1-full/02_caprieval/capri_clt.tsv
 ==============================================
 Total number of acceptable or better clusters:  0  out of  1
 Total number of medium or better clusters:      0  out of  1
@@ -987,7 +991,7 @@ First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ:
 First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
 Best cluster             - rank:  -  i-RMSD:  6.407  Fnat:  0.202  DockQ:  0.264      
 ==============================================
-== scenario1-full/04_caprieval/capri_clt.tsv
+== run1-full/04_caprieval/capri_clt.tsv
 ==============================================
 Total number of acceptable or better clusters:  0  out of  1
 Total number of medium or better clusters:      0  out of  1
@@ -997,7 +1001,7 @@ First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ:
 First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
 Best cluster             - rank:  -  i-RMSD:  6.407  Fnat:  0.202  DockQ:  0.264      
 ==============================================
-== scenario1-full/06_caprieval/capri_clt.tsv
+== run1-full/06_caprieval/capri_clt.tsv
 ==============================================
 Total number of acceptable or better clusters:  1  out of  1
 Total number of medium or better clusters:      0  out of  1
@@ -1007,7 +1011,7 @@ First acceptable cluster - rank:  -  i-RMSD:  2.976  Fnat:  0.611  DockQ:  0.601
 First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
 Best cluster             - rank:  -  i-RMSD:  2.976  Fnat:  0.611  DockQ:  0.601      
 ==============================================
-== scenario1-full/08_caprieval/capri_clt.tsv
+== run1-full/08_caprieval/capri_clt.tsv
 ==============================================
 Total number of acceptable or better clusters:  1  out of  1
 Total number of medium or better clusters:      1  out of  1
@@ -1017,7 +1021,7 @@ First acceptable cluster - rank:  -  i-RMSD:  1.673  Fnat:  0.736  DockQ:  0.727
 First medium cluster     - rank:  -  i-RMSD:  1.673  Fnat:  0.736  DockQ:  0.727      
 Best cluster             - rank:  -  i-RMSD:  1.673  Fnat:  0.736  DockQ:  0.727      
 ==============================================
-== scenario1-full/11_caprieval/capri_clt.tsv
+== run1-full/11_caprieval/capri_clt.tsv
 ==============================================
 Total number of acceptable or better clusters:  3  out of  4
 Total number of medium or better clusters:      1  out of  4
@@ -1035,7 +1039,7 @@ Similarly some simple statistics can be extracted from the single model `capriev
 
 
 
-   ./scripts/extract-capri-stats.sh ./runs/scenario1-surface
+   ./scripts/extract-capri-stats.sh ./runs/run1-full
 
 
 
@@ -1044,7 +1048,7 @@ Similarly some simple statistics can be extracted from the single model `capriev
 ==============================================
-== scenario1-full/02_caprieval/capri_ss.tsv
+== run1-full/02_caprieval/capri_ss.tsv
 ==============================================
 Total number of acceptable or better models:  365  out of  1000
 Total number of medium or better models:      199  out of  1000
@@ -1054,7 +1058,7 @@ First acceptable model - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711
 First medium model     - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711        
 Best model             - rank:  46  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713       
 ==============================================
-== scenario1-full/04_caprieval/capri_ss.tsv
+== run1-full/04_caprieval/capri_ss.tsv
 ==============================================
 Total number of acceptable or better models:  144  out of  200
 Total number of medium or better models:      137  out of  200
@@ -1064,7 +1068,7 @@ First acceptable model - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711
 First medium model     - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711        
 Best model             - rank:  46  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713       
 ==============================================
-== scenario1-full/06_caprieval/capri_ss.tsv
+== run1-full/06_caprieval/capri_ss.tsv
 ==============================================
 Total number of acceptable or better models:  147  out of  200
 Total number of medium or better models:      118  out of  200
@@ -1074,7 +1078,7 @@ First acceptable model - rank:  2  i-RMSD:  1.221  Fnat:  0.694  DockQ:  0.727
 First medium model     - rank:  2  i-RMSD:  1.221  Fnat:  0.694  DockQ:  0.727        
 Best model             - rank:  30  i-RMSD:  0.883  Fnat:  0.750  DockQ:  0.823       
 ==============================================
-== scenario1-full/08_caprieval/capri_ss.tsv
+== run1-full/08_caprieval/capri_ss.tsv
 ==============================================
 Total number of acceptable or better models:  147  out of  200
 Total number of medium or better models:      118  out of  200
@@ -1084,7 +1088,7 @@ First acceptable model - rank:  1  i-RMSD:  1.219  Fnat:  0.833  DockQ:  0.787
 First medium model     - rank:  1  i-RMSD:  1.219  Fnat:  0.833  DockQ:  0.787        
 Best model             - rank:  39  i-RMSD:  0.807  Fnat:  0.833  DockQ:  0.862       
 ==============================================
-== scenario1-full/11_caprieval/capri_ss.tsv
+== run1-full/11_caprieval/capri_ss.tsv
 ==============================================
 Total number of acceptable or better models:  141  out of  185
 Total number of medium or better models:      116  out of  185
@@ -1232,7 +1236,7 @@ cluster_rank    cluster_id      n       under_eval      score   score_std
 Use the `extract-capri-stats-clt.sh` script to extract some simple cluster statistics for this run.
 
 
-   ./scripts/extract-capri-stats-clt.sh runs/scenario2/
+   ./scripts/extract-capri-stats-clt.sh runs/run2-full/
 
 
 
@@ -1242,7 +1246,7 @@ Use the `extract-capri-stats-clt.sh` script to extract some simple cluster stati
  
 
 ==============================================
-== scenario2-cltsel-full/02_caprieval/capri_clt.tsv
+== run2-full/02_caprieval/capri_clt.tsv
 ==============================================
 Total number of acceptable or better clusters:  0  out of  1
 Total number of medium or better clusters:      0  out of  1
@@ -1252,7 +1256,7 @@ First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ:
 First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
 Best cluster             - rank:  -  i-RMSD:  6.407  Fnat:  0.202  DockQ:  0.264      
 ==============================================
-== scenario2-cltsel-full/05_caprieval/capri_clt.tsv
+== run2-full/05_caprieval/capri_clt.tsv
 ==============================================
 Total number of acceptable or better clusters:  6  out of  33
 Total number of medium or better clusters:      1  out of  33
@@ -1262,7 +1266,7 @@ First acceptable cluster - rank:  2  i-RMSD:  1.193  Fnat:  0.563  DockQ:  0.701
 First medium cluster     - rank:  2  i-RMSD:  1.193  Fnat:  0.563  DockQ:  0.701      
 Best cluster             - rank:  2  i-RMSD:  1.193  Fnat:  0.563  DockQ:  0.701      
 ==============================================
-== scenario2-cltsel-full/07_caprieval/capri_clt.tsv
+== run2-full/07_caprieval/capri_clt.tsv
 ==============================================
 Total number of acceptable or better clusters:  0  out of  1
 Total number of medium or better clusters:      0  out of  1
@@ -1272,7 +1276,7 @@ First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ:
 First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
 Best cluster             - rank:  -  i-RMSD:  8.237  Fnat:  0.104  DockQ:  0.121      
 ==============================================
-== scenario2-cltsel-full/09_caprieval/capri_clt.tsv
+== run2-full/09_caprieval/capri_clt.tsv
 ==============================================
 Total number of acceptable or better clusters:  0  out of  1
 Total number of medium or better clusters:      0  out of  1
@@ -1282,7 +1286,7 @@ First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ:
 First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
 Best cluster             - rank:  -  i-RMSD:  4.840  Fnat:  0.361  DockQ:  0.400      
 ==============================================
-== scenario2-cltsel-full/12_caprieval/capri_clt.tsv
+== run2-full/12_caprieval/capri_clt.tsv
 ==============================================
 Total number of acceptable or better clusters:  4  out of  25
 Total number of medium or better clusters:      2  out of  25
@@ -1299,7 +1303,7 @@ Best cluster             - rank:  4  i-RMSD:  0.980  Fnat:  0.812  DockQ:  0.819
 Similarly some simple statistics can be extracted from the single model `caprieval` `capri_ss.tsv` files with the `extract-capri-stats.sh` script:
 
 
-./scripts/extract-capri-stats.sh ./runs/scenario2
+./scripts/extract-capri-stats.sh ./runs/run2-full
 
 
 
@@ -1308,7 +1312,7 @@ Similarly some simple statistics can be extracted from the single model `capriev
 ==============================================
-== scenario2-cltsel-full/02_caprieval/capri_ss.tsv
+== run2-full/02_caprieval/capri_ss.tsv
 ==============================================
 Total number of acceptable or better models:  365  out of  1000
 Total number of medium or better models:      199  out of  1000
@@ -1318,7 +1322,7 @@ First acceptable model - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711
 First medium model     - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711        
 Best model             - rank:  46  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713       
 ==============================================
-== scenario2-cltsel-full/05_caprieval/capri_ss.tsv
+== run2-full/05_caprieval/capri_ss.tsv
 ==============================================
 Total number of acceptable or better models:  62  out of  375
 Total number of medium or better models:      22  out of  375
@@ -1328,7 +1332,7 @@ First acceptable model - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711
 First medium model     - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711        
 Best model             - rank:  46  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713       
 ==============================================
-== scenario2-cltsel-full/07_caprieval/capri_ss.tsv
+== run2-full/07_caprieval/capri_ss.tsv
 ==============================================
 Total number of acceptable or better models:  74  out of  375
 Total number of medium or better models:      27  out of  375
@@ -1338,7 +1342,7 @@ First acceptable model - rank:  6  i-RMSD:  1.081  Fnat:  0.750  DockQ:  0.771
 First medium model     - rank:  6  i-RMSD:  1.081  Fnat:  0.750  DockQ:  0.771        
 Best model             - rank:  36  i-RMSD:  0.930  Fnat:  0.778  DockQ:  0.822       
 ==============================================
-== scenario2-cltsel-full/09_caprieval/capri_ss.tsv
+== run2-full/09_caprieval/capri_ss.tsv
 ==============================================
 Total number of acceptable or better models:  74  out of  375
 Total number of medium or better models:      27  out of  375
@@ -1348,7 +1352,7 @@ First acceptable model - rank:  1  i-RMSD:  3.718  Fnat:  0.333  DockQ:  0.382
 First medium model     - rank:  3  i-RMSD:  0.991  Fnat:  0.806  DockQ:  0.821        
 Best model             - rank:  60  i-RMSD:  0.896  Fnat:  0.778  DockQ:  0.828       
 ==============================================
-== scenario2-cltsel-full/12_caprieval/capri_ss.tsv
+== run2-full/12_caprieval/capri_ss.tsv
 ==============================================
 Total number of acceptable or better models:  65  out of  317
 Total number of medium or better models:      27  out of  317

From 75041e514638d2d4d16768c68a44ea2598e3d1b0 Mon Sep 17 00:00:00 2001
From: Raphaelle Versini 
Date: Tue, 2 Sep 2025 20:06:19 +0200
Subject: [PATCH 17/25] HIS protonation changed to automatic mode

---
 .../HADDOCK3-protein-protein-basic/index.md   | 22 ++-----------------
 1 file changed, 2 insertions(+), 20 deletions(-)

diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md
index 06b28b8d7..0f6d841e5 100644
--- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md
+++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md
@@ -701,16 +701,7 @@ molecules =  [
 # Parameters for each stage are defined below, prefer full paths
 # ====================================================================
 [topoaa]
-autohis = false
-[topoaa.mol1]
-nhisd = 0
-nhise = 1
-hise_1 = 75
-[topoaa.mol2]
-nhisd = 1
-hisd_1 = 76
-nhise = 1
-hise_1 = 15
+autohis = true
 
 [rigidbody]
 tolerance = 5
@@ -787,16 +778,7 @@ molecules =  [
 # ====================================================================
 
 [topoaa]
-autohis = false
-[topoaa.mol1]
-nhisd = 0
-nhise = 1
-hise_1 = 75
-[topoaa.mol2]
-nhisd = 1
-hisd_1 = 76
-nhise = 1
-hise_1 = 15
+autohis = true
 
 [rigidbody]
 tolerance = 5

From 370efda0937a42c8cc592c060e7e270d6243eeeb Mon Sep 17 00:00:00 2001
From: Raphaelle Versini 
Date: Tue, 2 Sep 2025 20:36:50 +0200
Subject: [PATCH 18/25] line spacing added

---
 education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md
index 0f6d841e5..c51c230e1 100644
--- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md
+++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md
@@ -1164,6 +1164,7 @@ cluster_rank    cluster_id      n       under_eval      score   score_std
 ...
 
+
How many clusters of acceptable or better quality have been generate according to CAPRI criteria? From 831a8989e67ba2dfc604179a7b4147f89aa4a18e Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Wed, 3 Sep 2025 20:54:41 +0200 Subject: [PATCH 19/25] consistency error --- education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md index c51c230e1..67ef6c2d3 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md @@ -684,7 +684,7 @@ The configuration file for this scenario is: # Protein-protein docking example with NMR-derived ambiguous interaction restraints # directory in which the scoring will be done -run_dir = "scenario1-full" +run_dir = "run2-full" # execution mode mode = "local" @@ -760,7 +760,7 @@ The configuration file for this scenario is: # ==================================================================== # directory in which the scoring will be done -run_dir = "scenario2-cltsel-full" +run_dir = "run2-full" # execution mode mode = "local" From 50aca879299098f08ea862ab831b257266949d21 Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Wed, 3 Sep 2025 20:55:32 +0200 Subject: [PATCH 20/25] consistency error --- education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md index 67ef6c2d3..0c413bebc 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md @@ -684,7 +684,7 @@ The configuration file for this scenario is: # Protein-protein docking example with NMR-derived ambiguous interaction restraints # directory in which the scoring will be done -run_dir = "run2-full" +run_dir = "run1-full" # execution mode mode = "local" From 8caa9e0b2ac27404ccf9df4094ebd457343360fc Mon Sep 17 00:00:00 2001 From: amjjbonvin Date: Thu, 4 Sep 2025 12:46:46 +0200 Subject: [PATCH 21/25] Updating tutorial - aligning it more with the antibody-antigen tutorial. (work in progress) --- .../HADDOCK3-protein-protein/index.md | 1598 +++++++++++++++++ .../plots/scenario1/dockq_clt.html | 23 + .../plots/scenario1/dockq_score.html | 23 + .../plots/scenario1/irmsd_clt.html | 23 + .../plots/scenario1/irmsd_score.html | 23 + .../plots/scenario1/score_clt.html | 23 + .../plots/scenario2/dockq_clt.html | 23 + .../plots/scenario2/dockq_score.html | 23 + .../plots/scenario2/irmsd_clt.html | 23 + .../plots/scenario2/irmsd_score.html | 23 + .../plots/scenario2/score_clt.html | 23 + education/HADDOCK3/index.md | 2 +- 12 files changed, 1829 insertions(+), 1 deletion(-) create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/index.md create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_score.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_score.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/score_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_score.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_score.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/score_clt.html diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/index.md b/education/HADDOCK3/HADDOCK3-protein-protein/index.md new file mode 100644 index 000000000..754b32e2d --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/index.md @@ -0,0 +1,1598 @@ +--- +layout: page +title: "Protein-Protein modelling tutorial using a local version of HADDOCK3" +excerpt: "A tutorial describing the use of HADDOCK3 to model a Protein-Protein complex" +tags: [HADDOCK, HADDOCK3, installation, preparation, proteins, docking, analysis, workflows] +image: + feature: pages/banner_education-thin.jpg +--- +This tutorial consists of the following sections: + +* table of contents +{:toc} + +
+
+ +## Introduction + +This tutorial demonstrates the use of the new modular HADDOCK3 version for predicting the structure of a protein-protein complex from NMR chemical shift perturbation (CSP) data. +Namely, we will dock two E. coli proteins involved in glucose transport: the glucose-specific enzyme IIA (E2A) and the histidine-containing phosphocarrier protein (HPr). +The structures in the free form have been determined using X-ray crystallography (E2A) (PDB ID [1F3G](https://www.ebi.ac.uk/pdbe/entry/pdb/1f3g){:target="_blank"}) +and NMR spectroscopy (HPr) (PDB ID [1HDN](https://www.ebi.ac.uk/pdbe/entry/pdb/1hdn){:target="_blank"}). +The structure of the native complex has also been determined with NMR (PDB ID [1GGR](https://www.ebi.ac.uk/pdbe/entry/pdb/1ggr){:target="_blank"}). +These NMR experiments have also provided us with an array of data on the interaction itself +(chemical shift perturbations, intermolecular NOEs, residual dipolar couplings, and simulated diffusion anisotropy data), which will be useful for the docking. +For this tutorial, we will only make use of inteface residues identified from NMR chemical shift perturbation data as described +in [Wang *et al*, EMBO J (2000)](https://onlinelibrary.wiley.com/doi/10.1093/emboj/19.21.5635/abstract){:target="_blank"}. + +Throughout the tutorial, colored text will be used to refer to questions or instructions, and/or PyMOL commands. + +This is a question prompt: try answering it! +This an instruction prompt: follow it! +This is a PyMOL prompt: write this in the PyMOL command line prompt! +This is a Linux prompt: insert the commands in the terminal! + +
+
+ + +## HADDOCK general concepts + +HADDOCK (see [https://www.bonvinlab.org/software/haddock2.4](https://www.bonvinlab.org/software/haddock2.4){:target="_blank"}) +is a collection of python scripts derived from ARIA ([https://aria.pasteur.fr](https://aria.pasteur.fr){:target="_blank"}) +that harness the power of CNS (Crystallography and NMR System – [https://cns-online.org](https://cns-online.org){:target="_blank"}) +for structure calculation of molecular complexes. What distinguishes HADDOCK from other docking software is its ability, +inherited from CNS, to incorporate experimental data as restraints and use these to guide the docking process alongside +traditional energetics and shape complementarity. Moreover, the intimate coupling with CNS endows HADDOCK with the +ability to actually produce models of sufficient quality to be archived in the Protein Data Bank. + +A central aspect of HADDOCK is the definition of Ambiguous Interaction Restraints or AIRs. These allow the +translation of raw data such as NMR chemical shift perturbation or mutagenesis experiments into distance +restraints that are incorporated into the energy function used in the calculations. AIRs are defined through +a list of residues that fall under two categories: active and passive. Generally, active residues are those +of central importance for the interaction, such as residues whose knockouts abolish the interaction or those +where the chemical shift perturbation is higher. Throughout the simulation, these active residues are +restrained to be part of the interface, if possible, otherwise incurring a scoring penalty. Passive residues +are those that contribute to the interaction but are deemed of less importance. If such a residue does +not belong in the interface there is no scoring penalty. Hence, a careful selection of which residues are +active and which are passive is critical for the success of the docking. + + +
+
+ +## A brief introduction to HADDOCK3 + +HADDOCK3 is the next generation integrative modelling software in the +long-lasting HADDOCK project. It represents a complete rethinking and rewriting +of the HADDOCK2.X series, implementing a new way to interact with HADDOCK and +offering new features to users who can now define custom workflows. + +In the previous HADDOCK2.x versions, users had access to a highly +parameterisable yet rigid simulation pipeline composed of three steps: +`rigid-body docking (it0)`, `semi-flexible refinement (it1)`, and `final refinement (itw)`. + +
+ +
+ +In HADDOCK3, users have the freedom to configure docking workflows into +functional pipelines by combining the different HADDOCK3 modules, thus +adapting the workflows to their projects. HADDOCK3 has therefore developed to +truthfully work like a puzzle of many pieces (simulation modules) that users can +combine freely. To this end, the “old” HADDOCK machinery has been modularized, +and several new modules added, including third-party software additions. As a +result, the modularization achieved in HADDOCK3 allows users to duplicate steps +within one workflow (e.g., to repeat twice the `it1` stage of the HADDOCK2.x +rigid workflow). + +Note that, for simplification purposes, at this time, not all functionalities of +HADDOCK2.x have been ported to HADDOCK3, which does not (yet) support NMR RDC, +PCS and diffusion anisotropy restraints, cryo-EM restraints and coarse-graining. +Any type of information that can be converted into ambiguous interaction +restraints can, however, be used in HADDOCK3, which also supports the +*ab initio* docking modes of HADDOCK. + +
+ +
+ +To keep HADDOCK3 modules organized, we catalogued them into several +categories. However, there are no constraints on piping modules of different +categories. + +The main module categories are "topology", "sampling", "refinement", +"scoring", and "analysis". There is no limit to how many modules can belong to a +category. Modules are added as developed, and new categories will be created +if/when needed. You can access the HADDOCK3 documentation page for the list of +all categories and modules. Below is a summary of the available modules: + +* **Topology modules** + * `topoaa`: *generates the all-atom topologies for the CNS engine.* +* **Sampling modules** + * `rigidbody`: *Rigid body energy minimization with CNS (`it0` in haddock2.x).* + * `lightdock`: *Third-party glow-worm swam optimization docking software.* +* **Model refinement modules** + * `flexref`: *Semi-flexible refinement using a simulated annealing protocol through molecular dynamics simulations in torsion angle space (`it1` in haddock2.x).* + * `emref`: *Refinement by energy minimisation (`itw` EM only in haddock2.4).* + * `mdref`: *Refinement by a short molecular dynamics simulation in explicit solvent (`itw` in haddock2.X).* +* **Scoring modules** + * `emscoring`: *scoring of a complex performing a short EM (builds the topology and all missing atoms).* + * `mdscoring`: *scoring of a complex performing a short MD in explicit solvent + EM (builds the topology and all missing atoms).* +* **Analysis modules** + * `alascan`: *Performs a systematic (or user-define) alanine scanning mutagenesis of interface residues.* + * `caprieval`: *Calculates CAPRI metrics (i-RMSD, l-RMSD, Fnat, DockQ) with respect to the top-scoring model or reference structure if provided.* + * `clustfcc`: *Clusters models based on the fraction of common contacts (FCC)* + * `clustrmsd`: *Clusters models based on pairwise RMSD matrix calculated with the `rmsdmatrix` module.* + * `contactmap`: *Generate contact matrices of both intra- and intermolecular contacts and a chordchart of intermolecular contacts.* + * `rmsdmatrix`: *Calculates the pairwise RMSD matrix between all the models generated in the previous step.* + * `ilrmsdmatrix`: *Calculates the pairwise interface-ligand-RMSD (il-RMSD) matrix between all the models generated in the previous step.* + * `seletop`: *Selects the top N models from the previous step.* + * `seletopclusts`: *Selects the top N clusters from the previous step.* + +The HADDOCK3 workflows are defined in simple configuration text files, similar to the TOML format but with extra features. +Contrary to HADDOCK2.X which follows a rigid (yet highly parameterisable) +procedure, in HADDOCK3, you can create your own simulation workflows by +combining a multitude of independent modules that perform specialized tasks. + + +
+
+ +## Software and data setup + +In order to follow this tutorial you will need to work on a Linux or MacOSX +system. We will also make use of [**PyMOL**](https://www.pymol.org/){:target="_blank"} (freely available for +most operating systems) in order to visualize the input and output data. We will +provide you links to download the various required software and data. + +Further, we are providing pre-processed PDB files for docking and analysis (but the +preprocessing of those files will also be explained in this tutorial). The files have been processed +to facilitate their use in HADDOCK and to allow comparison with the known reference +structure of the complex. + +If you are running this tutorial on your own resources _download and unzip the following_ +[zip archive](https://surfdrive.surf.nl/files/index.php/s/R7VHGQM9nx8QuQn){:target="_blank"} +_and note the location of the extracted PDB files in your system_. + +__If running as part of a BioExcel workshop or summerschool see the instructions in the next section.__ + +_Note_ that you can also download and unzip this archive directly from the Linux command line: + + +wget https://surfdrive.surf.nl/files/index.php/s/2RmROYLP4HcNZ1V/download -O HADDOCK3-protein-protein.zip
+unzip HADDOCK3-protein-protein.zip +
+ + +Unziping the file will create the `HADDOCK3-protein-protein` directory which should contain the following directories and files: + +* `pdbs`: a directory containing the pre-processed PDB files +* `restraints`: a directory containing the interface information and the corresponding restraint files for HADDOCK3 +* `runs`: a directory containing pre-calculated results +* `scripts`: a directory containing various scripts used in this tutorial +* `workflows`: a directory containing configuration file examples for HADDOCK3 + +In case of a workshop of course, HADDOCK3 will usually have been installed on the system you will be using. + +It this is not the case, you will have to install it yourself. To obtain and install HADDOCK3, navigate to [its repository][haddock-repo], fill the +registration form, and then follow the instructions under the **Local setup (on your own)** section below. + + +
+ +### Local setup (on your own) + +If you are installing HADDOCK3 on your own system, check the instructions and requirements below. + + +#### Installing HADDOCK3 + +To obtain HADDOCK3 navigate to [its repository][haddock-repo], fill the +registration form, and then follow the [installation instructions](https://www.bonvinlab.org/haddock3/INSTALL.html){:target="_blank"}. + +**_Note_** that depending on the system you are installing HADDOCK3 on, you might have to recompile CNS if the provided executable is not working. See the [CNS troubleshooting section](https://github.com/haddocking/haddock3/blob/main/DEVELOPMENT.md#troubleshooting-the-cns-executable){:target="_blank"} on the HADDOCK3 GitHub repository for instructions. + +#### Auxiliary software + +[**PyMOL**](https://www.pymol.org/){:target="_blank"}: In this tutorial we will make use of PyMOL for visualization. If not +already installed on your system, download and install [**PyMOL**](https://www.pymol.org/){:target="_blank"}. Note that you can use your favorite visulation software but instructions are only provided here for PyMOL. + + +
+
+ +## Preparing PDB files for docking + +In this section we will prepare the PDB files of the two proteins for docking. +Crystal and NMR structures are available from the [PDBe database](https://www.pdbe.org){:target="_blank"}. +Throughout this step, we will use `pdb-tools` from the command line. + +_**Note**_ that `pdb-tools` is also available as a [web service](https://wenmr.science.uu.nl/pdbtools/){:target="_blank"}. + +_**Note**_: Before starting to work on the tutorial, make sure to activate your haddock3 environment (how to do it depends on how you installed haddock3). + + +
+ +### Inspecting and preparing E2A for docking + +We will now inspect the E2A structure. For this start PyMOL and in the command line window of PyMOL (indicated by PyMOL>) type: + + +fetch 1F3G
+show cartoon
+hide lines
+show sticks, resn HIS
+
+ +You should see a backbone representation of the protein with only the histidine side-chains visible. +Try to locate the histidines in this structure. + +Is there any phosphate group present in this structure? + +Note that you can zoom on the histidines by typing in PyMOL: + +zoom resn HIS + +Revert to a full view with: + +zoom vis + +As a preparation step before docking, it is advised to remove any irrelevant water and other small molecules (e.g. small molecules from the crystallisation buffer), however do leave relevant co-factors if present. For E2A, the PDB file only contains water molecules. You can remove those in PyMOL by typing: + +remove resn HOH + +Now let us vizualize the residues affected by binding as identified by NMR. From [Wang *et al*, EMBO J (2000)](https://onlinelibrary.wiley.com/doi/10.1093/emboj/19.21.5635/abstract){:target="_blank"} the following residues of E2A were identified has having significant chemical shift perturbations: + +38,40,45,46,69,71,78,80,94,96,141 + +We will now switch to a surface representation of the molecule and highlight the NMR-defined interface. In PyMOL type the following commands: + + +color white, all
+show surface
+select e2a_active, (1F3G and resi 38,40,45,46,69,71,78,80,94,96,141)
+color red, e2a_active
+
+ +
+ +
+ +Inspect the surface. + +Do the identified residues form a well defined patch on the surface? +Do they form a contiguous surface? + +The answer to the last question should be no: We can observe residue in the center of the patch that do not seem significantly affected while still being in the middle of the defined interface. This is the reason why in HADDOCK we also define "*passive*" residues that correspond to surface neighbors of active residues. These can be selected manually, or more conveniently you can let the HADDOCK server do it for you (see [Setting up the docking run](#setting-up-the-docking-run) below). + +As final step save the molecule as a new PDB file which we will call: *e2a_1F3G.pdb*
+For this in the PyMOL menu on top select: + +File -> Export molecule... +Click on the save button +Select as ouptut format PDB (*.pdb *.pdb.gz) +Name your file *e2a_1F3G.pdb* and note its location + +After saving the molecule delete it from the Pymol window or close Pymol. You can remove the molecule by typing this into the command line window of PyMOL: + + +delete 1F3G + + +In a terminal, make sure that E2A chain is A. + + +pdb_chain -A e2a_1F3G.pdb | pdb_chainxseg > e2a_1F3G_clean.pdb + + +This will be usefull in the docking phase, as HADDOCK3 needs different chain associated to each protein involved in the docking. + +
+ +### Adding a phosphate group + +Since the biological function of this complex is to transfer a phosphate group from one protein to another, via histidines side-chains, it is relevant to make sure that a phosphate group be present for docking. As we have seen above none is currently present in the PDB files. HADDOCK does support a list of modified amino acids which you can find at the following link: [https://wenmr.science.uu.nl/haddock2.4/library](https://wenmr.science.uu.nl/haddock2.4/library){:target="_blank"}. + +Check the list of supported modified amino acids. +What is the proper residue name for a phospho-histidine in HADDOCK? + +In order to use a modified amino-acid in HADDOCK, the only thing you will need to do is to edit the PDB file and change the residue name of the amino-acid you want to modify. Don not bother deleting irrelevant atoms or adding missing ones, HADDOCK will take care of that. For E2A, the histidine that is phosphorylated has residue number 90. In order to change it to a phosphorylated histidine do the following: + +Edit the PDB file (*e2a_1F3G_clean.pdb*) in your favorite text editor +Change the name of histidine 90 to NEP +Save the file (as simple text file) under a new name, e.g. *e2aP_1F3G.pdb* + +Alternatively, this can also be done from the command line with the following command: + + +sed 's/HIS\ A\ 90/NEP\ A\ 90/g' e2a_1F3G_clean.pdb > e2aP_1F3G.pdb + + +**Note:** The same procedure can be used to introduce a mutation in an input protein structure. + + +
+ +### Inspecting and preparing HPR for docking + +We will now inspect the HPR structure. For this start PyMOL and in the command line window of PyMOL type: + + +fetch 1HDN
+show cartoon
+hide lines
+
+ +Since this is an NMR structure it does not contain any water molecules and we don't need to remove them. + +Let's vizualize the residues affected by binding as identified by NMR. From [Wang *et al*, EMBO J (2000)](https://onlinelibrary.wiley.com/doi/10.1093/emboj/19.21.5635/abstract){:target="_blank"} the following residues were identified has having significant chemical shift perturbations: + +15,16,17,20,48,49,51,52,54,56 + +We will now switch to a surface representation of the molecule and highlight the NMR-defined interface. In PyMOL type the following commands: + + +color white, all
+show surface
+select hpr_active, (1HDN and resi 15,16,17,20,48,49,51,52,54,56)
+color red, hpr_active
+
+ +Again, inspect the surface. + +Do the identified residues form a well defined patch on the surface? +Do they form a contiguous surface? + +Now since this is an NMR structure, it actually consists of an ensemble of models. HADDOCK can handle such ensemble, using each conformer in turn as starting point for the docking. We however recommend to limit the number of conformers used for docking, since the number of conformer combinations of the input molecules might explode (e.g. 10 conformers each will give 100 starting combinations and if we generate 1000 ridig body models (see [HADDOCK general concepts](#haddock-general-concepts) above) each combination will only be sampled 10 times). + +Now let's vizualise this NMR ensemble. In PyMOL type: + + +hide all
+show ribbon
+set all_states, on
+
+ +You should now be seing the 30 conformers present in this NMR structure. To illustrate the potential benefit of using an ensemble of conformations as starting point for docking let's look at the side-chains of the active residues: + + +show lines, hpr_active
+
+ +
+ +
+ +You should be able to see the amount of conformational space sampled by those surface side-chains. You can clearly see that some residues do sample a large variety of conformations, one of which might lead to much better docking results. + +**Note:** Pre-sampling of possible conformational changes can thus be beneficial for the docking, but again do limit the number of conformers used for the docking (or increase the number of sampled models, which is possible for users with expert- or guru-level access. The default access level is however only easy - for a higher level access do request it after registration). + +As final step, save the molecule as a new PDB file which we will call: *hpr-ensemble.pdb* +For this in the PyMOL menu select: + +File -> Export molecule... +Select as State 0 (all states) +Click on Save... +Select as ouptut format PDB (*.pdb *.pdb.gz) +Name your file *hpr-ensemble.pdb* and note its location + + +In a terminal, make sure that hpr chain is B. + + +pdb_chain -B hpr-ensemble.pdb | pdb_chainxseg > hpr-ensemble_clean.pdb + + +This will be usefull in the docking phase, as HADDOCK3 needs different chain associated to each protein involved in the docking. + + +
+
+ +## Defining restraints for docking + +Before setting up the docking, we first need to generate distance restraint files in a format suitable for HADDOCK. +HADDOCK uses [CNS][link-cns]{:target="_blank"} as computational engine. +A description of the format for the various restraint types supported by HADDOCK can be found in our [Nature Protocol 2024][nat-pro]{:target="_blank"} paper, Box 1. + +Distance restraints are defined as follows: + +
+assign (selection1) (selection2) distance, lower-bound correction, upper-bound correction
+
+ +The lower limit for the distance is calculated as: distance minus lower-bound correction +and the upper limit as: distance plus upper-bound correction. + +The syntax for the selections can combine information about: + +* chainID - `segid` keyword +* residue number - `resid` keyword +* atom name - `name` keyword. + +Other keywords can be used in various combinations of OR and AND statements. Please refer for that to the [online CNS manual][link-cns]{:target="_blank"}. + +E.g.: a distance restraint between the CB carbons of residues 10 and 200 in chains A and B with an +allowed distance range between 10Å and 20Å would be defined as follows: + +
+assign (segid A and resid 10 and name CB) (segid B and resid 200 and name CB) 20.0 10.0 0.0
+
+ + +Can you think of a different way of defining the distance and lower and upper corrections while maintaining the same +allowed range? + + + +
+ +### Defining active and passive residues for E2A + +As stated before, the following residues were identified has having significant chemical shift perturbations from [Wang *et al*, EMBO J (2000)](https://onlinelibrary.wiley.com/doi/10.1093/emboj/19.21.5635/abstract){:target="_blank"}: + +38,40,45,46,69,71,78,80,94,96,141 + +Hence, we are using these residues as `active` residues for the docking run. However, we have to define `passive` residues before the run. +These passive residues allows us to deal with potentially incomplete binding sites by defining surface neighbors as `passive` residues. +These are added to the definition of the interface but will not lead to any energetic penalty if they are not part of the +binding site in the final models, while the residues defined as `active` (typically the identified or predicted binding +site residues) will. When using the HADDOCK server, `passive` residues will be automatically defined. Here since we are +using a local version, we need to define those manually and create a file in which the active and passive residues will be listed. + +This can easily be done using a haddock3 command line tool in the following way: + + +echo "38 40 45 46 69 71 78 80 94 96 141" > e2a.act-pass +haddock3-restraints passive_from_active e2a_1F3G.pdb 38,40,45,46,69,71,78,80,94,96,141 >> e2a.act-pass + + +The NMR-identified residues and their surface neighbors generated with the above command can be used to define ambiguous interactions restraints, either using the NMR identified residues as active in HADDOCK, or combining those with the surface neighbors and use this combination as passive only. Here we decided to treat the NMR-identified residues as active residues. +Note the file consists of two lines, with the first one defining the `active` residues and +the second line the `passive` ones. We will use later these files to generate the ambiguous distance restraints for HADDOCK. + +In general it is better to be too generous rather than too strict in the +definition of passive residues. + +An important aspect is to filter both the active (the residues identified from +your mapping experiment) and passive residues by their solvent accessibility. +Our web service uses a default relative accessibility of 15% as cutoff. This is +not a hard limit. You might consider including even more buried residues if some +important chemical group seems solvent accessible from a visual inspection. + +
+ +### Defining active and passive residues for HPR + +As stated before, the following residues were identified has having significant chemical shift perturbations from [Wang *et al*, EMBO J (2000)](https://onlinelibrary.wiley.com/doi/10.1093/emboj/19.21.5635/abstract){:target="_blank"}: + +15,16,17,20,48,49,51,52,54,56 + +Using the same haddock3 command line tool: + + +echo "15 16 17 20 48 49 51 52 54 56" > hpr.act-pass +haddock3-restraints passive_from_active hpr-ensemble.pdb 15,16,17,20,48,49,51,52,54,56 >> hpr.act-pass + + +
+ +### Defining the ambiguous interaction restraints + +Once you have defined your active and passive residues for both molecules, you +can proceed with the generation of the ambiguous interaction restraints (AIR) file for HADDOCK. +For this you can either make use of our online [haddock-restraints](https://rascar.science.uu.nl/haddock-restraints) web service, entering the +list of active and passive residues for each molecule, and saving the resulting +restraint list to a text file, or use our haddock3 command line tool. + +To use our haddock3 command line tool you need to create for each molecule a file containing two lines: + +* The first line corresponds to the list of active residues (numbers separated by spaces) +* The second line corresponds to the list of passive residues. + +* For E2A (the file called `e2a.act-pass`): +
+38 40 45 46 69 71 78 80 94 96 141
+35 37 39 42 43 44 47 48 64 66 68 70 72 74 81 82 83 84 86 88 97 98 99 100 105 109 110 131 132 133 142 143 144 145
+
+ +* and for HPR (the file called `hpr.act-pass`): +
+15 16 17 20 48 49 51 52 54 56
+9 10 11 12 21 24 25 37 38 40 41 43 45 46 47 53 55 57 58 59 60 84 85
+
+ +Using those two files, we can generate the CNS-formatted AIR restraint files +with the following command: + + +haddock3-restraints active_passive_to_ambig restraints/e2a.act-pass restraints/hpr.act-pass \-\-segid-one A \-\-segid-two B > e2a-hpr_air.tbl + + +This generates a file called `ambig-prot-prot.tbl` that contains the AIR +restraints. The default distance range for those is between 0 and 2Å, which +might seem short but makes senses because of the 1/r^6 summation in the AIR +energy function that makes the effective distance be significantly shorter than +the shortest distance entering the sum. + +The effective distance is calculated as the SUM over all pairwise atom-atom +distance combinations between an active residue and all the active+passive on +the other molecule: SUM[1/r^6]^(-1/6). + +
+ +### Restraints validation + +If you modify manually this generated restraint files or create your own, it is possible to quickly check if the format is valid using the following `haddock3-restraints` sub-command: + + +haddock3-restraints validate_tbl e2a-hpr_air.tbl \-\-silent + + +No output means that your TBL file is valid. + +*__Note__* that this only validates the syntax of the restraint file, but does not check if the selections defined in the restraints are actually existing in your input PDB files. + + +
+
+ +## Setting up the docking with HADDOCK3 + +
+ +### HADDOCK3 workflow definition + +Now that we have all required files at hand (PBD and restraints files) it is time to setup our docking protocol. +For this we need to create a HADDOCK3 configuration file that will define the docking workflow. In contrast to HADDOCK2.X, +we have much more flexibility in doing this. We will illustrate this flexibility by introducing a clustering step +after the initial rigid-body docking stage, select up to 10 models per cluster and refine all of those. + +HADDOCK3 also provides an analysis module (`caprieval`) that allows +to compare models to either the best scoring model (if no reference is given) or a reference structure, which in our case +we have at hand. This will directly allow us to assess the performance of the protocol for the following two scenarios: + +1. **Scenario 1**: 1000 rigidbody docking models, selection of top200 and flexible refinement + EM +3. **Scenario 2**: 1000 rigidbody docking models, FCC clustering and selection of max 20 models per cluster followed by flexible refinement and EM + +The basic workflow for the first scenario consists of the following modules: + +1. **`topoaa`**: *Generates the topologies for the CNS engine and builds missing atoms* +2. **`rigidbody`**: *Performs rigid body energy minimisation (`it0` in haddock2.x)* +3. **`caprieval`**: *Calculates CAPRI metrics (i-RMSD, l-RMSD, Fnat, DockQ) with respect to the top scoring model or reference structure if provided* +4. **`seletop`** : *Selects the top X models from the previous module* +5. **`flexref`**: *Preforms semi-flexible refinement of the interface (`it1` in haddock2.4)* +6. **`caprieval`** +7. **`emref`**: *Final refinement by energy minimisation (`itw` EM only in haddock2.4)* +8. **`caprieval`** +9. **`clustfcc`**: *Clustering of models based on the fraction of common contacts (FCC)* +10. **`seletopclusts`**: *Selects the top models of all clusters* +11. **`caprieval`** Cluster-based CAPRI statistics +12. **`contactmap`**: *Contacts matrix and a chordchart of intermolecular contacts* + +In the second scenario a clustering step is introduced after rigid-body docking with the seletop module of scenario 1 (step4) replaced by: + +* **`clustfcc`**: *Clustering of models based on the fraction of common contacts (FCC)* +* **`seletopclusts`**: *Selection of the top10 models of all clusters* + +The input PDB and restraints files are the same for the two scenarios. + + +The corresponding toml configuration files are provided in the `workflows` directory. For scenario2 it looks like: + +{% highlight toml %} +# ==================================================================== +# Protein-protein docking example with NMR-derived ambiguous interaction restraints +# ==================================================================== + +# directory in which the scoring will be done +run_dir = "run2-full" + +# execution mode +mode = "local" +# maximum of 50 cores (limited by the number of available cores) +ncores = 50 + +# molecules to be docked +molecules = [ + "data/e2aP_1F3G.pdb", + "data/hpr-ensemble_clean.pdb" + ] + +# ==================================================================== +# Parameters for each stage are defined below, prefer full paths +# ==================================================================== + +[topoaa] +autohis = true + +[rigidbody] +tolerance = 5 +ambig_fname = "data/e2a-hpr_air.tbl" + +[caprieval] +reference_fname = "data/e2a-hpr_1GGR.pdb" + +[clustfcc] + +[seletopclusts] + +[caprieval] +reference_fname = "data/e2a-hpr_1GGR.pdb" + +[flexref] +tolerance = 5 +ambig_fname = "data/e2a-hpr_air.tbl" + +[caprieval] +reference_fname = "data/e2a-hpr_1GGR.pdb" + +[emref] +tolerance = 5 +ambig_fname = "data/e2a-hpr_air.tbl" + +[caprieval] +reference_fname = "data/e2a-hpr_1GGR.pdb" + +[clustfcc] + +[seletopclusts] + +[caprieval] +reference_fname = "data/e2a-hpr_1GGR.pdb" + +[contactmap] + +# ==================================================================== +{% endhighlight %} + + +**_Note_**: For making best use of the available CPU resources it is recommended to adapt the sampling parameter to be a multiple of the number of available cores when running in local mode. + +**_Note_**: In case no reference is available (the usual scenario), the best ranked model is used as reference for each stage. +Including `caprieval` at the various stages even when no reference is provided is useful to get the rankings and scores and visualise the results (see Analysis section below). + +**_Note_**: The default sampling would be 1000 models for `rigidbody` of which, for scenario1, 200 are passed to the flexible refinement in `seletop`. + +As an indication of the computational requirements, the default sampling worflow of scenario1 for this tutorial completes in about 37min using 12 cores on a MaxOSX M2 processor. + +**_Note_**: To get a list of all possible parameters that can be defined in a specific module (and their default values) you can use the following command: + + +haddock3-cfg -m \ + + +Add the `-d` option to get a more detailed description of parameters and use the `-h` option to see a list of arguments and options. + +Alternatively, you can consult the [developer's guide](https://www.bonvinlab.org/haddock3/){:target="_blank"}, where each parameter of each module is listed along with their default values, short and long descriptions, etc. Navigate to the [Modules](https://www.bonvinlab.org/haddock3/modules/index.html#){:target="_blank"} and select a module which parameters you want to display. + + +In the above workflow we see in three modules a *tolerance* parameter defined. Using the *haddock3-cfg* command try to figure out what this parameter does. + + + +
+ +### Running HADDOCK3 + +In in the first section of the workflow above we have a parameter `mode` defining the execution mode. HADDOCK3 currently supports three difference execution modes: + +- **local** : In this mode, HADDOCK3 will run on the current system, using the defined number of cores (`ncores`) in the config file to a maximum of the total number of available cores on the system. +- **batch**: In this mode, HADDOCK3 will typically be started on your local server (e.g. the login node) and will dispatch jobs to the batch system of your cluster (slurm and torque are currently supported). +- **mpi**: HADDOCK3 also supports a pseudo parallel MPI implementation, which allows to harvest the power of multiple nodes to distribute the computations (functional but still very experimental at this stage). + + +
+ +#### Learn more about the various execution modes of haddock3 + +
+ +
+ + Local execution expand_more + + +In this mode HADDOCK3 will run on the current system, using the defined number of cores (ncores) +in the config file to a maximum of the total number of available cores on the system minus one. +An example of the relevant parameters to be defined in the first section of the config file is: + +{% highlight toml %} +# compute mode +mode = "local" +# 1 nodes x 50 ncores +ncores = 50 +{% endhighlight %} + +In this mode HADDOCK3 can be started from the command line with as argument the configuration file of the defined workflow. + +{% highlight shell %} +haddock3 +{% endhighlight %} + +Alternatively redirect the output to a log file and send haddock3 to the background. + + +As an indication, running locally on an Apple M2 laptop using 10 cores, this workflow completed in 7 minutes. + + +{% highlight shell %} +haddock3 > haddock3.log & +{% endhighlight %} + +Note: This is also the execution mode that should be used for example when submitting the HADDOCK3 job to a node of a cluster, requesting X number of cores. + +
+ +
+ +
+ + Exection in batch mode using slurm expand_more + + + Here is an example script for submitting via the slurm batch system: + + {% highlight shell %} + #!/bin/bash + #SBATCH --nodes=1 + #SBATCH --tasks-per-node=50 + #SBATCH -J haddock3 + #SBATCH --partition=medium + + # activate the haddock3 conda environment + source $HOME/miniconda3/etc/profile.d/conda.sh + conda activate haddock3 + + # go to the run directory + cd $HOME/HADDOCK3-antibody-antigen + + # execute + haddock3 + {% endhighlight %} +
+ + + In this mode HADDOCK3 will typically be started on your local server (e.g. the login node) and will dispatch jobs to the batch system of your cluster. + Two batch systems are currently supported: slurm and torque (defined by the batch_type parameter). + In the configuration file you will have to define the queue name and the maximum number of concurrent jobs sent to the queue (queue_limit). + + Since HADDOCK3 single model calculations are quite fast, it is recommended to calculate multiple models within one job submitted to the batch system. + he number of model per job is defined by the concat parameter in the configuration file. + You want to avoid sending thousands of very short jobs to the batch system if you want to remain friend with your system administrators... + + An example of the relevant parameters to be defined in the first section of the config file is: + + {% highlight toml %} + # compute mode + mode = "batch" + # batch system + batch_type = "slurm" + # queue name + queue = "short" + # number of concurrent jobs to submit to the batch system + queue_limit = 100 + # number of models to produce per submitted job + concat = 10 + {% endhighlight %} + + In this mode HADDOCK3 can be started from the command line as for the local mode. +
+ +
+ +
+ + Exection in MPI mode expand_more + + + +HADDOCK3 supports a parallel pseudo-MPI implementation. For this to work, the mpi4py library must have been installed at installation time. +Refer to the (MPI-related instructions). + +The execution mode should be set to `mpi` and the total number of cores should match the requested resources when submitting to the batch system. + +An example of the relevant parameters to be defined in the first section of the config file is: + +{% highlight toml %} +# compute mode +mode = "mpi" +# 5 nodes x 50 tasks = ncores = 250 +ncores = 250 +{% endhighlight %} + +In this execution mode the HADDOCK3 job should be submitted to the batch system requesting the corresponding number of nodes and cores per node. + + + {% highlight shell %} + #!/bin/bash + #SBATCH --nodes=5 + #SBATCH --tasks-per-node=50 + #SBATCH -J haddock3mpi + + # Make sure haddock3 is activated + source $HOME/miniconda3/etc/profile.d/conda.sh + conda activate haddock3 + + # go to the run directory + # edit if needed to specify the correct location + cd $HOME/HADDOCK3-antibody-antigen + + # execute + haddock3 \ + {% endhighlight %} +
+
+ +
+ +
+ +### Scenario 1: 1000 rigidbody docking models, selection of top 200 and flexible refinement + EM + +Now that we have all data ready, and know about execution modes of HADDOCK3 it is time to setup the docking for the first scenario. The restraint file to use for this is `e2a-hpr_air.tbl`. We proceed to produce 1000 rigidbody docking models, from which 200 will be selected and refined through flexible refinement and energy minimization. For the analysis following the docking results, we are using the solved complex [1GGR](https://www.rcsb.org/structure/1GGR), named e2a-hpr_1GGR.pdb. + +The configuration file for this scenario is provided as `workflows/scenario1.cfg` + +If you have everything ready, you can launch haddock3 either from the command line, or, better, +submitting it to the batch system requesting in this local run mode a full node (see local execution mode above). +Instead of running the full sampling scenario, you can run a shorter version (sampling reduced to 100/20) (the full run results are anyway provided in the `runs` directory): + + +haddock3 workflows/scenario1-short.cfg + + +As an indication, running locally on an Apple M2 laptop using 10 cores, this workflow completed in less than 3 minutes. + +
+ +### Scenario 2: 1000 rigidbody docking models, FCC clustering and selection of max 20 models per cluster followed by flexible refinement and EM + +In scenario 2, we proceed to produce 1000 rigidbody docking models, from which we proceed to do a first clustering analysis. From the top10 models of each clusters a flexible refinement then energy minization is done. This scenario illustrates the new flexibility of HADDOCK3, adding a clustering step after rigid-body docking, which is not possible in the HADDOCK2.X version. + +The configuration file for this scenario is provided as `workflows/scenario2.cfg` + +If you have everything ready, you can launch haddock3 either from the command line, or, better, +submitting it to the batch system requesting in this local run mode a full node (see local execution mode above). +Instead of running the full sampling scenario, you can run a shorter version (sampling reduced to 100) (the full run results are anyway provided in the `runs` directory): + + +haddock3 workflows/scenario2-short.cfg + + +As an indication, running locally on an Apple M2 laptop using 10 cores, this workflow completed in less than 4 minutes. + + +
+
+ +## Analysis of docking results + + +### General structure of a run directory + +In case something went wrong with the docking (or simply if you do not want to wait for the results) you can find the following precalculated runs in the `runs` directory: +- `run1-full`: docking scenario1 +- `run1-short`: docking scenario1-short (limited sampling) +- `run2-full`: docking scenario2 +- `run2-short`: docking scenario2-short (limited sampling) + + +Once your run has completed inspect the content of the resulting directory. You will find the various steps (modules) of the defined workflow numbered sequentially, e.g. for scenario 2: + +{% highlight shell %} +> ls runs/run2-full/ + 00_topoaa/ + 01_rigidbody/ + 02_caprieval/ + 03_clustfcc/ + 04_seletopclusts/ + 05_caprieval/ + 06_flexref/ + 07_caprieval/ + 08_emref/ + 09_caprieval/ + 10_clustfcc/ + 11_seletopclusts/ + 12_caprieval/ + 13_contactmaps + analysis/ + data/ + log + traceback/ +{% endhighlight %} + +In addition, there is a log file (text file) and four additional directories: + +- the `analysis` directory contains various plots to visualize the results for each caprieval step and a general report (`report.html`) that provides all statistics with various plots. You can open this file in your preferred web browser +- the `data` directory contains the input data (PDB and restraint files) for the various modules, as well as an input workflow (in `configurations` directory) +- the `toppar` directory contains the force field topology and parameter files (only present when running in self-contained mode) +- the `traceback` directory contains `traceback.tsv`, which links all models to see which model originates from which throughout all steps of the workflow. + +You can find information about the duration of the run at the bottom of the log file. + +Each sampling/refinement/selection module will contain PDB files. +For example, the `09_seletopclusts` directory contains the selected models from each cluster. The clusters in that directory are numbered based +on their rank, i.e. `cluster_1` refers to the top-ranked cluster. Information about the origin of these files can be found in that directory in the `seletopclusts.txt` file. + +The simplest way to extract ranking information and the corresponding HADDOCK scores is to look at the `XX_caprieval` directories (which is why it is a good idea to have it as the final module, and possibly as intermediate steps). This directory will always contain a `capri_ss.tsv` single model statistics file, which contains the model names, rankings and statistics (score, iRMSD, Fnat, lRMSD, ilRMSD and dockq score). E.g. for `run1-short/11_caprieval`: + +
+model   md5     caprieval_rank  score   irmsd   fnat    lrmsd   ilrmsd  dockq   rmsd    cluster_id      cluster_ranking model-cluster_ranking   air       angles  bonds   bsa     cdih    coup    dani    desolv  dihe    elec    improper        rdcs    rg      sym     total   vdw     vean    xpcs
+../10_seletopclusts/cluster_1_model_1.pdb       -       1       -144.590        0.968   0.833   1.773   1.596   0.832   0.925   1       1       1         11.352  0.000   0.000   1572.430        0.000   0.000   0.000   -8.787  0.000   -528.847        0.000   0.000   0.000   0.000   -548.663          -31.169 0.000   0.000
+../10_seletopclusts/cluster_1_model_2.pdb       -       2       -144.369        0.969   0.833   1.764   1.677   0.833   0.917   1       1       2         3.578   0.000   0.000   1628.850        0.000   0.000   0.000   -4.135  0.000   -536.519        0.000   0.000   0.000   0.000   -566.229          -33.288 0.000   0.000
+../10_seletopclusts/cluster_1_model_3.pdb       -       3       -143.590        1.001   0.861   1.465   1.623   0.841   0.920   1       1       3         9.963   0.000   0.000   1616.320        0.000   0.000   0.000   -11.809 0.000   -495.045        0.000   0.000   0.000   0.000   -518.850          -33.768 0.000   0.000
+../10_seletopclusts/cluster_1_model_4.pdb       -       4       -142.554        1.083   0.861   2.156   1.981   0.819   1.039   1       1       4         10.613  0.000   0.000   1639.750        0.000   0.000   0.000   -6.181  0.000   -542.950        0.000   0.000   0.000   0.000   -561.182          -28.844 0.000   0.000
+....
+
+ +If clustering was performed prior to calling the `caprieval` module, the `capri_ss.tsv` file will also contain information about to which cluster the model belongs to and its ranking within the cluster. + +The relevant statistics are: + +* **score**: *the HADDOCK score (arbitrary units)* +* **irmsd**: *the interface RMSD, calculated over the interfaces the molecules* +* **fnat**: *the fraction of native contacts* +* **lrmsd**: *the ligand RMSD, calculated on the ligand after fitting on the receptor (1st component)* +* **ilrmsd**: *the interface-ligand RMSD, calculated over the interface of the ligand after fitting on the interface of the receptor (more relevant for small ligands for example)* +* **dockq**: *the DockQ score, which is a combination of irmsd, lrmsd and fnat and provides a continuous scale between 1 (exactly equal to reference) and 0* + +Various other terms are also reported including: + +* **bsa**: *the buried surface area (in squared angstroms)* +* **elec**: *the intermolecular electrostatic energy* +* **vdw**: *the intermolecular van der Waals energy* +* **desolv**: *the desolvation energy* + + +The iRMSD, lRMSD and Fnat metrics are the ones used in the blind protein-protein prediction experiment [CAPRI](https://capri.ebi.ac.uk/){:target="_blank"} (Critical PRediction of Interactions). + +In CAPRI the quality of a model is defined as (for protein-protein complexes): + +* **acceptable model**: i-RMSD < 4Å or l-RMSD < 10Å and Fnat > 0.1 (0.23 < DOCKQ < 0.49) +* **medium quality model**: i-RMSD < 2Å or l-RMSD < 5Å and Fnat > 0.3 (0.49 < DOCKQ < 0.8) +* **high quality model**: i-RMSD < 1Å or l-RMSD < 1Å and Fnat > 0.5 (DOCKQ > 0.8) + + +Based on these CAPRI criteria, what is the quality of the best model listed above (_cluster_1_model_1.pdb_)? + + +In case where the `caprieval` module is called after a clustering step, an additional `capri_clt.tsv` file will be present in the directory. +This file contains the cluster ranking and score statistics, averaged over the minimum number of models defined for clustering +(4 by default), with their corresponding standard deviations. E.g.: + +
+cluster_rank    cluster_id      n       under_eval      score   score_std       irmsd   irmsd_std       fnat    fnat_std        lrmsd   lrmsd_std         dockq   dockq_std       ilrmsd  ilrmsd_std      rmsd    rmsd_std        air     air_std bsa     bsa_std desolv  desolv_std      elec    elec_std  total   total_std       vdw     vdw_std caprieval_rank
+1       1       10      -       -143.776        0.797   1.005   0.047   0.847   0.014   1.790   0.245   0.831   0.008   1.719   0.154   0.950   0.051     8.876   3.098   1614.337        25.576  -7.728  2.876   -525.840        18.467  -548.731        18.399  -31.767 1.951   1
+2       2       10      -       -105.647        1.229   8.381   0.284   0.062   0.012   16.486  0.188   0.101   0.005   15.075  0.553   8.804   0.164     17.581  18.306  1345.355        73.378  -10.584 2.556   -380.353        22.927  -383.522        23.800  -20.750 3.583   2
+3       4       4       -       -94.700 6.884   6.074   0.340   0.056   0.020   10.320  0.591   0.173   0.013   11.010  0.546   5.651   0.339   15
+...
+
+ + +In this file you find the cluster rank (which corresponds to the naming of the clusters in the previous `seletop` directory), the cluster ID (which is related to the size of the cluster, 1 being always the largest cluster), the number of models (n) in the cluster and the corresponding statistics (averages + standard deviations). The corresponding cluster PDB files will be found in the preceeding `09_seletopclusts` directory. + +While these simple text files can be easily checked from the command line already, they might be cumbersome to read. +For that reason, we have developed a post-processing analysis that automatically generates html reports for all `caprieval` steps in the workflow. +These are located in the respective `analysis/XX_caprieval` directories and can be viewed using your favorite web browser. + + +
+ +### Analysis scenario 1: + +Let us now analyze the docking results for this scenario. Use for that either your own run or a pre-calculated run provided in the `runs` directory. + +First of all let us check the final cluster statistics using the full run results from `runs/run1-full`. + +Inspect the _capri_clt.tsv_ file + +
+ +View the pre-calculated 11_caprieval/capri_clt.tsv file expand_more + +
+cluster_rank    cluster_id      n       under_eval      score   score_std       irmsdirmsd_std        fnat    fnat_std        lrmsd   lrmsd_std       dockq   dockq_std    ilrmsd   ilrmsd_std      air     air_std bsa     bsa_std desolv  desolv_std      elec elec_std total   total_std       vdw     vdw_std caprieval_rank
+1       1       132     -       -136.315        2.459   0.922   0.050   0.847   0.0501.497    0.158   0.848   0.022   1.577   0.100   17.510  10.499  1592.155        26.85-11.290  2.460   -477.868        20.524  -491.561        13.390  -31.203 1.856   1     
+2       2       41      -       -118.410        9.418   7.843   0.237   0.194   0.00014.976   0.870   0.158   0.008   14.161  0.256   33.123  27.142  1525.405        19.48-11.788  2.649   -396.013        33.391  -393.621        55.889  -30.732 8.145   2     
+3       3       8       -       -87.144 5.206   3.741   0.418   0.333   0.039   7.4090.410    0.348   0.025   7.643   0.422   41.435  13.967  1290.872        72.223  -15.930       4.468   -245.765        38.007  -230.535        31.740  -26.204 3.205   3     
+4       4       4       -       -55.138 9.488   2.340   0.218   0.292   0.031   5.7850.727    0.424   0.019   5.334   0.773   42.306  19.922  960.189 142.370 -13.059 3.913-158.379 14.190  -130.707        26.432  -14.634 3.528   4
+
+
+
+ +How many clusters are generated? + +Look at the score of the first few clusters: Are they significantly different if you consider their average scores and standard deviations? + +Since for this tutorial we have at hand the crystal structure of the complex, we provided it as reference to the `caprieval` modules. +This means that the iRMSD, lRMSD, Fnat and DockQ statistics report on the quality of the docked model compared to the reference crystal structure. + +How many clusters of acceptable or better quality have been generate according to CAPRI criteria? + +What is the rank of the best cluster generated? + +What is the rank of the first acceptable of better cluster generated? + + +We are providing in the `scripts` directory a simple script that extract some cluster statistics for acceptable or better clusters from the `caprieval` steps. +To use is simply call the script with as argument the run directory you want to analyze, e.g.: + + + ./scripts/extract-capri-stats-clt.sh ./run1-full + + +
+ + View the output of the script expand_more + +
+==============================================
+== run1-full/02_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  0  out of  1
+Total number of medium or better clusters:      0  out of  1
+Total number of high quality clusters:          0  out of  1
+
+First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ: 
+First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
+Best cluster             - rank:  -  i-RMSD:  6.407  Fnat:  0.202  DockQ:  0.264      
+==============================================
+== run1-full/04_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  0  out of  1
+Total number of medium or better clusters:      0  out of  1
+Total number of high quality clusters:          0  out of  1
+
+First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ: 
+First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
+Best cluster             - rank:  -  i-RMSD:  6.407  Fnat:  0.202  DockQ:  0.264      
+==============================================
+== run1-full/06_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  1  out of  1
+Total number of medium or better clusters:      0  out of  1
+Total number of high quality clusters:          0  out of  1
+
+First acceptable cluster - rank:  -  i-RMSD:  2.976  Fnat:  0.611  DockQ:  0.601
+First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
+Best cluster             - rank:  -  i-RMSD:  2.976  Fnat:  0.611  DockQ:  0.601      
+==============================================
+== run1-full/08_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  1  out of  1
+Total number of medium or better clusters:      1  out of  1
+Total number of high quality clusters:          0  out of  1
+
+First acceptable cluster - rank:  -  i-RMSD:  1.673  Fnat:  0.736  DockQ:  0.727
+First medium cluster     - rank:  -  i-RMSD:  1.673  Fnat:  0.736  DockQ:  0.727      
+Best cluster             - rank:  -  i-RMSD:  1.673  Fnat:  0.736  DockQ:  0.727      
+==============================================
+== run1-full/11_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  3  out of  4
+Total number of medium or better clusters:      1  out of  4
+Total number of high quality clusters:          1  out of  4
+
+First acceptable cluster - rank:  1  i-RMSD:  0.922  Fnat:  0.847  DockQ:  0.848
+First medium cluster     - rank:  1  i-RMSD:  0.922  Fnat:  0.847  DockQ:  0.848      
+Best cluster             - rank:  1  i-RMSD:  0.922  Fnat:  0.847  DockQ:  0.848      
+
+
+ +
+ +Similarly some simple statistics can be extracted from the single model `caprieval` `capri_ss.tsv` files with the `extract-capri-stats.sh` script: + + + + ./scripts/extract-capri-stats.sh ./runs/run1-full + + +
+ +View the output of the script: expand_more + +
+==============================================
+== run1-full/02_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  365  out of  1000
+Total number of medium or better models:      199  out of  1000
+Total number of high quality models:          0  out of  1000
+
+First acceptable model - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711
+First medium model     - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711        
+Best model             - rank:  46  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713       
+==============================================
+== run1-full/04_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  144  out of  200
+Total number of medium or better models:      137  out of  200
+Total number of high quality models:          0  out of  200
+
+First acceptable model - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711
+First medium model     - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711        
+Best model             - rank:  46  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713       
+==============================================
+== run1-full/06_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  147  out of  200
+Total number of medium or better models:      118  out of  200
+Total number of high quality models:          20  out of  200
+
+First acceptable model - rank:  2  i-RMSD:  1.221  Fnat:  0.694  DockQ:  0.727
+First medium model     - rank:  2  i-RMSD:  1.221  Fnat:  0.694  DockQ:  0.727        
+Best model             - rank:  30  i-RMSD:  0.883  Fnat:  0.750  DockQ:  0.823       
+==============================================
+== run1-full/08_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  147  out of  200
+Total number of medium or better models:      118  out of  200
+Total number of high quality models:          34  out of  200
+
+First acceptable model - rank:  1  i-RMSD:  1.219  Fnat:  0.833  DockQ:  0.787
+First medium model     - rank:  1  i-RMSD:  1.219  Fnat:  0.833  DockQ:  0.787        
+Best model             - rank:  39  i-RMSD:  0.807  Fnat:  0.833  DockQ:  0.862       
+==============================================
+== run1-full/11_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  141  out of  185
+Total number of medium or better models:      116  out of  185
+Total number of high quality models:          34  out of  185
+
+First acceptable model - rank:  1  i-RMSD:  0.907  Fnat:  0.917  DockQ:  0.871
+First medium model     - rank:  1  i-RMSD:  0.907  Fnat:  0.917  DockQ:  0.871        
+Best model             - rank:  36  i-RMSD:  0.807  Fnat:  0.833  DockQ:  0.862          
+
+
+ +
+ +_**Note**_ that this kind of analysis only makes sense when we know the reference complex and for benchmarking / performance analysis purposes. + +Look at the single structure statistics provided by the script + +How does the quality of the model changes after flexible refinement? Consider here the various metrics. + +
+ + Answer expand_more + +

+ In terms of iRMSD values we only observe very small differences in the best models, but the change in ranking is impressive! + The fraction of native contacts and the DockQ scores are however improving much more after flexible refinement. + All this will of course depend on how different are the bound and unbound conformations and the amount of data + used to drive the docking process. In general, from our experience, the more and better data at hand, + the larger the conformational changes that can be induced. +

+
+ +
+ +Is the best model always rank as first? + +
+ + Answer expand_more + +

+ This is clearly not the case. The scoring function is not perfect, but does a reasonable job in ranking models of acceptable or better quality on top in this case. +

+
+ +
+ +#### Analysis scenario 1: visualising the scores and their components + +We have precalculated a number of interactive plots to visualize the scores and their components versus ranks and model quality. + + +Examine the plots (remember here that higher DockQ values and lower i-RMSD values correspond to better models) + + +Models statistics: + +* [iRMSD versus HADDOCK score](plots/scenario1/irmsd_score.html){:target="_blank"} +* [DockQ versus HADDOCK score](plots/scenario1/dockq_score.html){:target="_blank"} + +Cluster statistics (distributions of values per cluster ordered according to their HADDOCK rank): + +* [HADDOCK scores](plots/scenario1/score_clt.html){:target="_blank"} +* [iRMSD](plots/scenario1/irmsd_clt.html){:target="_blank"} +* [DockQ](plots/scenario1/dockq_clt.html){:target="_blank"} + +
+ +### Analysis scenario 2: + +Let us now analyse the docking results for this scenario. Use for that either your own run or a pre-calculated run provided in the `runs` directory. +Go into the _analysis/_caprieval_analysis_ directory of the respective run directory and + +Inspect the final cluster statistics in _capri_clt.tsv_ file + +
+ +View the pre-calculated _caprieval/capri_clt.tsv file expand_more + +
+cluster_rank    cluster_id      n       under_eval      score   score_std       irmsdirmsd_std        fnat    fnat_std        lrmsd   lrmsd_std       dockq   dockq_std    ilrmsd   ilrmsd_std      air     air_std bsa     bsa_std desolv  desolv_std      elec elec_std total   total_std       vdw     vdw_std caprieval_rank
+1       1       37      -       -124.658        10.252  3.857   0.922   0.319   0.0976.660    1.321   0.365   0.085   6.780   1.681   31.615  22.188  1616.990        119.623       -6.778  6.101   -437.724        75.263  -439.605        69.689  -33.496 10.191
+2       3       26      -       -119.435        4.949   0.982   0.026   0.805   0.0522.058    0.408   0.816   0.026   1.781   0.120   29.748  11.990  1522.275        58.81-14.346  5.089   -383.147        87.371  -384.832        89.623  -31.434 9.369   2     
+3       8       15      -       -117.501        8.381   10.507  0.012   0.049   0.02318.245   0.253   0.082   0.008   17.406  0.097   16.941  13.148  1695.840        65.32-11.683  2.440   -305.048        31.227  -334.610        34.942  -46.502 3.538   3     
+4       10      12      -       -115.472        5.836   0.980   0.038   0.812   0.0532.062    0.443   0.819   0.020   1.762   0.114   19.993  10.271  1488.888        64.59-14.848  1.764   -351.208        32.914  -363.598        30.092  -32.382 8.809   4     
+5       2       27      -       -106.389        2.683   9.379   0.146   0.125   0.01416.285   0.693   0.122   0.004   16.768  0.405   20.260  12.423  1359.715        23.92-10.242  1.447   -272.409        33.608  -295.839        37.474  -43.691 4.786   5     
+6       4       25      -       -106.037        2.709   7.852   0.619   0.132   0.07715.047   1.787   0.139   0.042   14.277  0.588   43.187  10.734  1403.977        70.15-13.256  1.092   -361.058        57.590  -342.759        55.416  -24.888 11.965  6     
+7       9       13      -       -105.524        8.380   10.273  0.355   0.076   0.01217.160   0.297   0.098   0.005   16.986  0.601   52.965  34.487  1493.557        88.840.241    1.661   -433.424        58.594  -404.836        36.296  -24.376 10.058  7     
+8       13      11      -       -104.016        12.736  6.651   1.287   0.215   0.04112.319   2.028   0.201   0.046   11.777  2.166   67.269  34.762  1452.928        53.36-7.209   2.522   -367.069        36.068  -329.921        62.280  -30.121 8.255   8     
+9       12      11      -       -100.932        9.238   10.829  0.016   0.132   0.01218.562   0.153   0.108   0.004   17.755  0.101   32.367  14.729  1645.305        104.797       -18.030 2.335   -232.574        32.271  -239.830        42.371  -39.624 7.4289
+...
+
+
+
+ +How many clusters of acceptable or better quality have been generate according to CAPRI criteria? + +What is the rank of the best cluster generated? + +What is the rank of the first acceptable of better cluster generated? + + +In this run we also had a `caprieval` after the clustering of the rigid body models (step 5 of our workflow). + +Inspect the corresponding _capri_clt.tsv_ file + +
+ +View the pre-calculated 5_caprieval/capri_clt.tsv file expand_more + +
+cluster_rank    cluster_id      n       under_eval      score   score_std       irmsdirmsd_std        fnat    fnat_std        lrmsd   lrmsd_std       dockq   dockq_std    ilrmsd   ilrmsd_std      air     air_std bsa     bsa_std desolv  desolv_std      elec elec_std total   total_std       vdw     vdw_std caprieval_rank
+1       4       20      -       -32.647 0.718   8.443   0.050   0.056   0.000   16.670.440    0.098   0.003   15.142  0.029   103.171 30.153  1037.440        40.574  -16.600       0.384   -6.642  0.367   90.292  34.825  -6.237  4.862   1
+2       1       20      -       -32.078 0.309   1.193   0.052   0.563   0.012   2.3440.382    0.701   0.015   2.241   0.176   144.927 37.448  1185.507        24.515  -14.154       0.495   -7.458  0.197   131.527 41.553  -5.942  4.909   2
+3       11      15      -       -31.524 0.512   2.591   0.043   0.306   0.000   5.8830.150    0.411   0.006   5.951   0.125   238.270 90.904  838.533 10.610  -17.621 0.383-7.971   0.168   237.269 95.233  6.969   4.900   3
+4       23      6       -       -31.175 0.237   4.180   0.009   0.285   0.012   7.7030.015    0.316   0.004   8.171   0.036   217.839 78.900  1071.035        16.129  -15.642       0.348   -6.892  0.257   199.998 83.806  -10.949 5.140   4
+5       32      4       -       -30.152 1.356   7.126   0.074   0.069   0.024   16.690.938    0.106   0.014   12.952  0.455   286.907 150.515 1041.192        37.687  -13.618       0.880   -8.950  0.629   273.851 150.190 -4.106  4.566   5
+6       33      4       -       -29.431 2.824   2.660   0.894   0.326   0.121   7.1353.087    0.407   0.141   6.418   2.586   124.179 48.395  917.899 78.204  -13.272 2.489-8.230   0.566   116.856 51.814  0.907   4.084   6
+7       2       20      -       -27.915 0.952   4.133   0.017   0.139   0.020   7.0510.018    0.282   0.007   7.455   0.023   264.450 31.588  1014.276        17.755  -11.711       0.867   -8.673  0.226   252.511 36.667  -3.266  5.371   7
+8       17      11      -       -27.474 1.291   6.676   0.703   0.063   0.012   11.461.246    0.157   0.014   12.049  1.207   303.023 57.328  963.135 62.068  -12.556 1.856-8.338   0.587   296.748 55.220  2.063   6.790   8
+9       13      14      -       -27.374 0.754   10.733  0.011   0.083   0.000   18.250.037    0.094   0.000   17.522  0.031   134.468 43.797  1039.598        13.308  -13.613       0.558   -4.687  0.149   127.422 45.173  -2.360  2.548   9
+...
+
+
+
+ +How many clusters are generated? + +Is this the same number that after refinement (see above)? + +If not what could be the reason? + +Consider again the rank of the first acceptable cluster based on iRMSD values. How does this compare with the refined clusters (see above)? + +
+ + Answer expand_more + +

+ After rigid body docking the first acceptable cluster is at rank 3 and the same is true after refinement, but the iRMSD values have improved. +

+
+ +
+ +Use the `extract-capri-stats-clt.sh` script to extract some simple cluster statistics for this run. + + + ./scripts/extract-capri-stats-clt.sh runs/run2-full/ + + + +
+ + View the output of the script expand_more + +
+==============================================
+== run2-full/02_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  0  out of  1
+Total number of medium or better clusters:      0  out of  1
+Total number of high quality clusters:          0  out of  1
+
+First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ: 
+First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
+Best cluster             - rank:  -  i-RMSD:  6.407  Fnat:  0.202  DockQ:  0.264      
+==============================================
+== run2-full/05_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  6  out of  33
+Total number of medium or better clusters:      1  out of  33
+Total number of high quality clusters:          0  out of  33
+
+First acceptable cluster - rank:  2  i-RMSD:  1.193  Fnat:  0.563  DockQ:  0.701
+First medium cluster     - rank:  2  i-RMSD:  1.193  Fnat:  0.563  DockQ:  0.701      
+Best cluster             - rank:  2  i-RMSD:  1.193  Fnat:  0.563  DockQ:  0.701      
+==============================================
+== run2-full/07_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  0  out of  1
+Total number of medium or better clusters:      0  out of  1
+Total number of high quality clusters:          0  out of  1
+
+First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ: 
+First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
+Best cluster             - rank:  -  i-RMSD:  8.237  Fnat:  0.104  DockQ:  0.121      
+==============================================
+== run2-full/09_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  0  out of  1
+Total number of medium or better clusters:      0  out of  1
+Total number of high quality clusters:          0  out of  1
+
+First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ: 
+First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
+Best cluster             - rank:  -  i-RMSD:  4.840  Fnat:  0.361  DockQ:  0.400      
+==============================================
+== run2-full/12_caprieval/capri_clt.tsv
+==============================================
+Total number of acceptable or better clusters:  4  out of  25
+Total number of medium or better clusters:      2  out of  25
+Total number of high quality clusters:          2  out of  25
+
+First acceptable cluster - rank:  1  i-RMSD:  3.857  Fnat:  0.319  DockQ:  0.365
+First medium cluster     - rank:  2  i-RMSD:  0.982  Fnat:  0.805  DockQ:  0.816      
+Best cluster             - rank:  4  i-RMSD:  0.980  Fnat:  0.812  DockQ:  0.819      
+
+
+ +
+ +Similarly some simple statistics can be extracted from the single model `caprieval` `capri_ss.tsv` files with the `extract-capri-stats.sh` script: + + +./scripts/extract-capri-stats.sh ./runs/run2-full + + +
+ +View the output of the script expand_more + +
+==============================================
+== run2-full/02_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  365  out of  1000
+Total number of medium or better models:      199  out of  1000
+Total number of high quality models:          0  out of  1000
+
+First acceptable model - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711
+First medium model     - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711        
+Best model             - rank:  46  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713       
+==============================================
+== run2-full/05_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  62  out of  375
+Total number of medium or better models:      22  out of  375
+Total number of high quality models:          0  out of  375
+
+First acceptable model - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711
+First medium model     - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711        
+Best model             - rank:  46  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713       
+==============================================
+== run2-full/07_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  74  out of  375
+Total number of medium or better models:      27  out of  375
+Total number of high quality models:          1  out of  375
+
+First acceptable model - rank:  6  i-RMSD:  1.081  Fnat:  0.750  DockQ:  0.771
+First medium model     - rank:  6  i-RMSD:  1.081  Fnat:  0.750  DockQ:  0.771        
+Best model             - rank:  36  i-RMSD:  0.930  Fnat:  0.778  DockQ:  0.822       
+==============================================
+== run2-full/09_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  74  out of  375
+Total number of medium or better models:      27  out of  375
+Total number of high quality models:          7  out of  375
+
+First acceptable model - rank:  1  i-RMSD:  3.718  Fnat:  0.333  DockQ:  0.382
+First medium model     - rank:  3  i-RMSD:  0.991  Fnat:  0.806  DockQ:  0.821        
+Best model             - rank:  60  i-RMSD:  0.896  Fnat:  0.778  DockQ:  0.828       
+==============================================
+== run2-full/12_caprieval/capri_ss.tsv
+==============================================
+Total number of acceptable or better models:  65  out of  317
+Total number of medium or better models:      27  out of  317
+Total number of high quality models:          7  out of  317
+
+First acceptable model - rank:  1  i-RMSD:  3.718  Fnat:  0.333  DockQ:  0.382
+First medium model     - rank:  3  i-RMSD:  0.991  Fnat:  0.806  DockQ:  0.821        
+Best model             - rank:  54  i-RMSD:  0.896  Fnat:  0.778  DockQ:  0.828       
+
+
+ +
+ +_**Note**_ that this kind of analysis only makes sense when we know the reference complex and for benchmarking / performance analysis purposes. + +Look at the single structure statistics provided by the script + +How does the quality of the model changes after flexible refinement? Consider here the various metrics. + +
+ + Answer expand_more + +

+ In this case we observe a small improvement in terms of iRMSD values as well as in the fraction of native contacts and the DockQ scores. Also the single model rankings have improved, but the top ranked model is not the best one. +

+
+ +
+ +Is the best model always rank as first? + +
+ + Answer expand_more + +

+ This is clearly not the case. The scoring function is not perfect, but does a reasonable job in ranking models of acceptable or better quality on top in this case. +

+
+ +
+ +#### Analysis scenario 2: visualising the scores and their components + +We have precalculated a number of interactive plots to visualize the scores and their components versus ranks and model quality. + + +Examine the plots (remember here that higher DockQ values and lower i-RMSD values correspond to better models) + + +Models statistics: + +* [iRMSD versus HADDOCK score](plots/scenario2/irmsd_score.html){:target="_blank"} +* [DockQ versus HADDOCK score](plots/scenario2/dockq_score.html){:target="_blank"} + +Cluster statistics (distributions of values per cluster ordered according to their HADDOCK rank): + +* [HADDOCK scores](plots/scenario2/score_clt.html){:target="_blank"} +* [iRMSD](plots/scenario2/irmsd_clt.html){:target="_blank"} +* [DockQ](plots/scenario2/dockq_clt.html){:target="_blank"} + +
+ +### Comparing the performance of the two scenarios + +Clearly all three scenarios give good results with an acceptable cluster in all three cases ranked at the top: + +{% highlight shell %} +============================================== +== scenario1-full/11_caprieval/capri_ss.tsv +============================================== +Total number of acceptable or better models: 141 out of 185 +Total number of medium or better models: 116 out of 185 +Total number of high quality models: 34 out of 185 + +First acceptable model - rank: 1 i-RMSD: 0.907 Fnat: 0.917 DockQ: 0.871 +First medium model - rank: 1 i-RMSD: 0.907 Fnat: 0.917 DockQ: 0.871 +Best model - rank: 36 i-RMSD: 0.807 Fnat: 0.833 DockQ: 0.862 + +============================================== +== scenario2-cltsel-full/12_caprieval/capri_ss.tsv +============================================== +Total number of acceptable or better models: 65 out of 317 +Total number of medium or better models: 27 out of 317 +Total number of high quality models: 7 out of 317 + +First acceptable model - rank: 1 i-RMSD: 3.718 Fnat: 0.333 DockQ: 0.382 +First medium model - rank: 3 i-RMSD: 0.991 Fnat: 0.806 DockQ: 0.821 +Best model - rank: 54 i-RMSD: 0.896 Fnat: 0.778 DockQ: 0.828 + +{% endhighlight %} + +While the first two scenarios show similar results, we can observe that scenario 2 produces a higher count of clusters, i.e. a higher conformational diversity than the other scenarios. +This difference is most probably a consequence of the clustering step carried out after the rigidbody docking. In fact, this additional step allowed us to select the best models of each clusters, retaining the diversity produced in the riigid body step, while selecting the overall best ranked models in the first two scenarios showed lower diversity. + +
+
+ +## Biological insights + +The E2A-HPR complex is involved in phosphate-transfer, in which a phosphate group attached to histidine 90 of E2A (which we named NEP) is transferred to a histidine of HPR. As such, the docking models should make sense according to this information, meaning that two histidines should be in close proximity at the interface. Using PyMOL, check the various cluster representatives (we are assuming here you have performed all PyMOL commands of the previous section): + + +select histidines, resn HIS+NEP
+show spheres, histidines
+util.cnc
+
+ +First of all, has the phosphate group been properly generated? + +**Note:** You can zoom on the phosphorylated histidine using the following PyMOL command: + + +zoom resn NEP
+
+ +
+ +
+ +Zoom back to all visible molecules with + + +zoom vis
+
+ +Now inspect each cluster in turn and check if histidine 90 of E2A is in close proximity to another histidine of HPR. +To facilitate this analysis, view each cluster in turn (use the right panel to activate/desactivate the various clusters by clicking on their name). + +Based on this analysis, which cluster does satisfy best the biolocal information? + +Is this cluster also the best ranked one? + +
+ +## Comparison with the reference structure + +As explained in the introduction, the structure of the native complex has been determined by NMR (PDB ID [1GGR](https://www.ebi.ac.uk/pdbe/entry/pdb/1ggr){:target="_blank"}) using a combination of intermolecular NOEs and dipolar coupling restraints. We will now compare the docking models with this structure. + +If you still have all cluster representative open in PyMOL you can proceed with the sub-sequent analysis, otherwise load again each cluster representative as described above. Then, fetch the reference complex by typing in PyMOL: + + +fetch 1GGR
+show cartoon
+color yellow, 1GGR and chain A
+color orange, 1GGR and chain B
+
+ +The number of chain B in this structure is however different from the HPR numbering in the structure we used: It starts at 301 while in our models chain B starts at 1. We can change the residue numbering easily in PyMol with the following command: + + +alter (chain B and 1GGR), resv -=300
+
+ +Then superimpose all cluster representatives on the reference structure, using the entire chain A (E2A): + + +select 1GGR and chain A
+alignto sele
+
+ + +Does any of the cluster representatives ressemble the reference NMR structure? + + +In case you found a reasonable prediction, what is its cluster rank? + + +
+
+ +## Congratulations! 🎉 + +You have completed this tutorial. If you have any questions or suggestions, feel free to contact us via email or asking a question through our [support center](https://ask.bioexcel.eu){:target="_blank"}. + +And check also our [education](/education) web page where you will find more tutorials! + + + +[air-help]: https://www.bonvinlab.org/software/haddock2.4/airs/ "AIRs help" +[haddock-restraints]: https://wenmr.science.uu.nl/haddock-restraints/ "haddock-restraints" +[haddock24protein]: /education/HADDOCK24/HADDOCK24-protein-protein-basic/ +[haddock-repo]: https://github.com/haddocking/haddock3 "HADDOCK3 GitHub" +[haddock-tools]: https://github.com/haddocking/haddock-tools "HADDOCK tools GitHub" +[installation]: https://www.bonvinlab.org/haddock3/INSTALL.html "Installation" +[link-cns]: https://cns-online.org "CNS online" +[link-forum]: https://ask.bioexcel.eu/c/haddock "HADDOCK Forum" +[link-pdbtools]:http://www.bonvinlab.org/pdb-tools/ "PDB-Tools" +[link-pymol]: https://www.pymol.org/ "PyMOL" +[nat-pro]: https://www.nature.com/articles/s41596-024-01011-0.epdf?sharing_token=UHDrW9bNh3BqijxD2u9Xd9RgN0jAjWel9jnR3ZoTv0O8Cyf_B_3QikVaNIBRHxp9xyFsQ7dSV3t-kBtpCaFZWPfnuUnAtvRG_vkef9o4oWuhrOLGbBXJVlaaA9ALOULn6NjxbiqC2VkmpD2ZR_r-o0sgRZoHVz10JqIYOeus_nM%3D "Nature protocol" +[tbl-examples]: https://github.com/haddocking/haddock-tools/tree/master/haddock_tbl_validation "tbl examples" diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_clt.html new file mode 100644 index 000000000..8f89b692d --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_score.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_score.html new file mode 100644 index 000000000..e93dd0aba --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_score.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_clt.html new file mode 100644 index 000000000..8b5d5ca4e --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_score.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_score.html new file mode 100644 index 000000000..a1b9b936e --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_score.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/score_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/score_clt.html new file mode 100644 index 000000000..4ea042277 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/score_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_clt.html new file mode 100644 index 000000000..28caf6e1d --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_score.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_score.html new file mode 100644 index 000000000..b930f01f6 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_score.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_clt.html new file mode 100644 index 000000000..a428c2b08 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_score.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_score.html new file mode 100644 index 000000000..2382496fb --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_score.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/score_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/score_clt.html new file mode 100644 index 000000000..4da3e4e9c --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/score_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/index.md b/education/HADDOCK3/index.md index 0340954fa..1e23e64c1 100644 --- a/education/HADDOCK3/index.md +++ b/education/HADDOCK3/index.md @@ -41,7 +41,7 @@ _Note that HADDOCK3 is still in heavy development and as such the software is ev # System-specific basic tutorials -* [**Protein-Protein docking**](/education/HADDOCK3/HADDOCK3-protein-protein-basic): +* [**Protein-Protein docking**](/education/HADDOCK3/HADDOCK3-protein-protein): This tutorial describes a basic protein-protein docking case using HADDOCK3. The interface information for the docking is derived from NMR chemical shift perturbation data. This tutorial requires basic Linux expertise. * [**Antibody-antigen docking**](/education/HADDOCK3/HADDOCK3-antibody-antigen): From 9038fb417de79578b3424e85529768b7f7759a88 Mon Sep 17 00:00:00 2001 From: amjjbonvin Date: Fri, 5 Sep 2025 14:50:53 +0200 Subject: [PATCH 22/25] Updated protein-protein tutorial --- .../cluster1_rank1_chordchart.html | 23 +++ .../phosphorylated-histidine.png | Bin 0 -> 306417 bytes .../plots/scenario1/air_clt.html | 23 +++ .../plots/scenario1/bsa_clt.html | 23 +++ .../plots/scenario1/capri_clt.tsv | 17 ++ .../plots/scenario1/capri_ss.tsv | 27 +++ .../plots/scenario1/desolv_clt.html | 23 +++ .../plots/scenario1/dockq_air.html | 23 +++ .../plots/scenario1/dockq_clt.html | 4 +- .../plots/scenario1/dockq_desolv.html | 23 +++ .../plots/scenario1/dockq_elec.html | 23 +++ .../plots/scenario1/dockq_score.html | 4 +- .../plots/scenario1/dockq_vdw.html | 23 +++ .../plots/scenario1/elec_clt.html | 23 +++ .../plots/scenario1/fnat_air.html | 23 +++ .../plots/scenario1/fnat_clt.html | 23 +++ .../plots/scenario1/fnat_desolv.html | 23 +++ .../plots/scenario1/fnat_elec.html | 23 +++ .../plots/scenario1/fnat_score.html | 23 +++ .../plots/scenario1/fnat_vdw.html | 23 +++ .../plots/scenario1/ilrmsd_air.html | 23 +++ .../plots/scenario1/ilrmsd_clt.html | 23 +++ .../plots/scenario1/ilrmsd_desolv.html | 23 +++ .../plots/scenario1/ilrmsd_elec.html | 23 +++ .../plots/scenario1/ilrmsd_score.html | 23 +++ .../plots/scenario1/ilrmsd_vdw.html | 23 +++ .../plots/scenario1/irmsd_air.html | 23 +++ .../plots/scenario1/irmsd_clt.html | 4 +- .../plots/scenario1/irmsd_desolv.html | 23 +++ .../plots/scenario1/irmsd_elec.html | 23 +++ .../plots/scenario1/irmsd_score.html | 4 +- .../plots/scenario1/irmsd_vdw.html | 23 +++ .../plots/scenario1/lrmsd_air.html | 23 +++ .../plots/scenario1/lrmsd_clt.html | 23 +++ .../plots/scenario1/lrmsd_desolv.html | 23 +++ .../plots/scenario1/lrmsd_elec.html | 23 +++ .../plots/scenario1/lrmsd_score.html | 23 +++ .../plots/scenario1/lrmsd_vdw.html | 23 +++ .../plots/scenario1/report.html | 94 ++++++++++ .../plots/scenario1/score_clt.html | 4 +- .../plots/scenario1/summary.tgz | Bin 0 -> 442615 bytes .../plots/scenario1/vdw_clt.html | 23 +++ .../plots/scenario2/air_clt.html | 23 +++ .../plots/scenario2/bsa_clt.html | 23 +++ .../plots/scenario2/capri_clt.tsv | 35 ++++ .../plots/scenario2/capri_ss.tsv | 168 ++++++++++++++++++ .../plots/scenario2/desolv_clt.html | 23 +++ .../plots/scenario2/dockq_air.html | 23 +++ .../plots/scenario2/dockq_clt.html | 4 +- .../plots/scenario2/dockq_desolv.html | 23 +++ .../plots/scenario2/dockq_elec.html | 23 +++ .../plots/scenario2/dockq_score.html | 4 +- .../plots/scenario2/dockq_vdw.html | 23 +++ .../plots/scenario2/elec_clt.html | 23 +++ .../plots/scenario2/fnat_air.html | 23 +++ .../plots/scenario2/fnat_clt.html | 23 +++ .../plots/scenario2/fnat_desolv.html | 23 +++ .../plots/scenario2/fnat_elec.html | 23 +++ .../plots/scenario2/fnat_score.html | 23 +++ .../plots/scenario2/fnat_vdw.html | 23 +++ .../plots/scenario2/ilrmsd_air.html | 23 +++ .../plots/scenario2/ilrmsd_clt.html | 23 +++ .../plots/scenario2/ilrmsd_desolv.html | 23 +++ .../plots/scenario2/ilrmsd_elec.html | 23 +++ .../plots/scenario2/ilrmsd_score.html | 23 +++ .../plots/scenario2/ilrmsd_vdw.html | 23 +++ .../plots/scenario2/irmsd_air.html | 23 +++ .../plots/scenario2/irmsd_clt.html | 4 +- .../plots/scenario2/irmsd_desolv.html | 23 +++ .../plots/scenario2/irmsd_elec.html | 23 +++ .../plots/scenario2/irmsd_score.html | 4 +- .../plots/scenario2/irmsd_vdw.html | 23 +++ .../plots/scenario2/lrmsd_air.html | 23 +++ .../plots/scenario2/lrmsd_clt.html | 23 +++ .../plots/scenario2/lrmsd_desolv.html | 23 +++ .../plots/scenario2/lrmsd_elec.html | 23 +++ .../plots/scenario2/lrmsd_score.html | 23 +++ .../plots/scenario2/lrmsd_vdw.html | 23 +++ .../plots/scenario2/report.html | 94 ++++++++++ .../plots/scenario2/score_clt.html | 4 +- .../plots/scenario2/summary.tgz | Bin 0 -> 1474978 bytes .../plots/scenario2/vdw_clt.html | 23 +++ 82 files changed, 1904 insertions(+), 20 deletions(-) create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/cluster1_rank1_chordchart.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/phosphorylated-histidine.png create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/air_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/bsa_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/capri_clt.tsv create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/capri_ss.tsv create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/desolv_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_air.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_desolv.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_elec.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_vdw.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/elec_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_air.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_desolv.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_elec.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_score.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_vdw.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_air.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_desolv.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_elec.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_score.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_vdw.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_air.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_desolv.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_elec.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_vdw.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_air.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_desolv.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_elec.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_score.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_vdw.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/report.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/summary.tgz create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/vdw_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/air_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/bsa_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/capri_clt.tsv create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/capri_ss.tsv create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/desolv_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_air.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_desolv.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_elec.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_vdw.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/elec_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_air.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_desolv.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_elec.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_score.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_vdw.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_air.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_desolv.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_elec.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_score.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_vdw.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_air.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_desolv.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_elec.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_vdw.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_air.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_clt.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_desolv.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_elec.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_score.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_vdw.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/report.html create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/summary.tgz create mode 100644 education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/vdw_clt.html diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/cluster1_rank1_chordchart.html b/education/HADDOCK3/HADDOCK3-protein-protein/cluster1_rank1_chordchart.html new file mode 100644 index 000000000..155d623c5 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/cluster1_rank1_chordchart.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/phosphorylated-histidine.png b/education/HADDOCK3/HADDOCK3-protein-protein/phosphorylated-histidine.png new file mode 100644 index 0000000000000000000000000000000000000000..8cd9d8148952a2e6e22b27c6b99fd203662cebfc GIT binary patch literal 306417 zcmXt9Wmr^QxTPBbC8SXSDM1>6AqAA~4(Tq5p*xgL0cq*(nxRv=n<1oQ7;=W@&Uf!~ zf9&U+=bWGW-RoWNT5JDQRhA>fqryW$K_UG5<+C~p3fd`hh2vl$za(=yXdoZBE?@NA zP*5mH{#&Rc%$MTGk1yP1blo+at=xg8-z`y8y_HlH;axr*$Um?D`=h0^ z1q1>)UA!Hg9XOr8Tc^hhDx;tBJ%HK0v~@;8L``{rhTPHaTA7l_RwaK42+90_W=+ zVg?CZjNXA)BEPo5mczfQz>SD8eHgv{!r1TSh8D)v3#RkQ$%{2a4&}JbA`Dw#<(ti5-kyvdx!-*?&Scre$_8-f}TS(h-%&aIOtH!1`D5-<#X~67kXB z!Tj@$jMve>^Dk~zeW(jYkr%z7;G+-@I=bkc__OsMyrpY%**!HsCG-zICPmaI-RT!y zja1|mrp!~96lB*v)j?V4)vx0BA%nN$5z0cRKU`Kwd@|m-&|rUe(*2$=Dcy-OfR-Y! z$|hYzkScE|Z`o0)8zv>`yf4gv(Ml^pt%^D#fy;s>gNB#IJb7r7zON|+Pz;_W6_O4% zm47&>Fex_X*rt%bxqT^_kK@!D51%3(`Wl1J>rN9!>|=<70rGLH%tvosm`X7e8jIY9 ze|sJQkX8lK3T;-|1Vy`M3DA^;5zEk&1QBC~{f%V8-XZRl!Fkk) zkGzwg?YqGv?KLD}9-Bwa>-DWhW0W6uDXn>3Hr2hWL|2-U8oA(2dHf5Xjg@hvH$&GF!-Sx z+P#koJJDMLr^(@mEBHllb^SFuAo3ezr}gjb!VXTDbEK-7BXw)=dr_inVYH=Q-? zzxw&8oHdndfA?m=HR)`L@o6tvM)H(aNOOAxkWx$a$Z-z2w4Z*0L=%Lb|MO`rL0rF`EfDn&;#Ml#Atyb$DuzWgj5Xz?SYatnjgX>${V zCQdvDNqX{0)C#s7)4)rak)wVw?gQT{cOlA@xl3*+pRM%Jcih&!pQ?Y&UZko6Xu&J z^2YswKfw@E>J?i1^e|5i@(;oT{|5S6tE0DtIP~51#Z{3NXefmz=Db#$|n6)gnvOw(11_a4!NswOmZ=3{te~6@C)jDx=lm(RzO=3-}@M}(HC$#*@wTSA2etC9C?Z`WH=97W_ zdv_y2%p#gldk~kj8KgXQc!?&dmq5O&Tg(?e2=6AHBVa@uHLcY+qd~ z^1aH}pDtN8IC)_|;9~eovv<}FmX~@PInFwxWo&m@eGREY^+JU2s;F%Ljr*0Uci{8h#=}w#{$%~!g z*h4l-Mj5vUFAtEr@8Bzvv%RULtX?JhNH_L-023P+)Z*w%?d%1kc3GjR(%+XJ7}D`E z)^}Aw2NPa2gTyFOv%Od<<#jDI|H_x@9s>V)guM#wR4?aG$&7cz#njohGi*~c0+XxA zFLjx)zqg*SX|k~SqO*3q*ypi0y|_VCqOu(uFBtImsEOcl5xD7h1(;T`^21VA?mlGI z)eeqBQ(TaCT=Q9A&LX!763n;3xaoKIp*+kjwcEVDGAsBtgy-+W6ij$HY^Dh$Jc*40 z=ZIZxqW}G#XqHb?20d3*MPOFHD-~g49N%zYDf%Z(G?bc>XgRokX=MlYCg9#4Cq2Is z{gQQ5td(zGweNB&$UwbPQ2Y6Jzd@8$)csZ;cVi@xkjl_fi*o`|;En0s{d?(eTrIVO zg-~wpR%#pUNO_sQyQ6tuy=I53?`?{8x`nDN36qF~(Os%M02c5V_PX~zi7AR9of(I@ zbn%!*-1ytKydV1?w&%)ZaMX5suuHryh9#d4;ti`in*DGm4+d~yXQrOw7eAUaQ{<^u zj`QylM{QjMex(y9RE++bzTXqnFapD~Ivez>W(=y(YV8*}JBU<76E!azQh*vx?IZ%u z5wHNA4Y^)y+=3+)ZMH0TqXo24!?XrR$EoR_9DOKTt3e&ZW~VpQO6;~IcZU$>i|#al zS(a}^D&5t_PF2aG+lWyh|$-c%Sn{QXGK$*jMYx%~7TM zF^(zZWd#i0`twJP#^uXCj45_|(;t`39L{?cm1d5w2HIFoUvQ#Ii~AB-F|&};7@8;J z@|9-hZ{w^<++X?2sj93djdhv=Dqe#LOgqTX{LFauS1tFb#~Y6-OWcgZ4^43Lsn}^jzugx|(xBbpSpOpij`Knh*?v@pP&8#0-$M-3*HlMFTP)u zj;aK%3~a{(-Oe`oU|vHc#&;zVni- z=G&@Uu5V9gpn>kQ^J+_cXST?>a@Lp9J4KZt=vRVnY}7RubiZA8m%GO1a=p$w5RCT# zG=@?Ume*w{>*>BpNN8017{Jya5+u^SH=pS}RI$->FZL{!Qp1-JNhs?m15ls*5Dq}y zm-TQiu3zOIZ4a{?R5Z}e?gtybnuc)Uo@cnGt|GUO(UXt>Wm8FU6XM6~u(s5iq_pHl z@I3w;9xP(q!_O7?2E`ohMRxd*O3$UX{k(tsuQlc^cZHsZ%IOotZ`;s@d|K6d+;(f0 z>$eK7i$x?$9+V;hF;Cd^g)@+!T=p0+Pu8z|-gfICC!(F1`ZnjunoRsm8jozS zH^>It6O8U**z#(qY*T1Ag}+$MR%ONf`)dP5gH=`mrw1$mV7sxUMT3(omeg~VJQ)+( ztTY&ba9=v(Eb2%2`)!mI6ih@Az7svxGk>@lf}SkT4u=vcU+g45K1|aaU8Y=j!k$in z<}QMJ7Pmso0bBf$Lp)kyZI~ss{*g&7wjqtc9VR=@Yz$w zIk;72$ z>V}$em04=Fill!K$Q&5_>3r9@{z%Yio_x&q=9Z!IB$pXVze#P<%+F^w z9+1Wy2`K6Q;qITB>PRX(TfE zp(WrevCmpV<$=j+I$0ap!;8qGgz=X6gPTrKfq3gCL%d-3uFcRhW=m zyQYzec)u_s1Y{^~GSFCDC>^W5_%(ey?47YU_K~&tVyu-$hQnadPT{sHrm#_3nY_&X zT1iRSFL`_)8Xb8KmR9s>U!{_RO;V0PaFx>}>QZL;2{XZ%!R&Iy06xu@g@AIb=qcNZ zjdl$yA9rtpBZ)xzYKR!ZA0npL3jUkZ7BZqN&dUG?Ue380_&E)=NYjvjT>g?1y-kK6i z5mgEh{j5np)~xPJn`qzBJo>{XHWQt1Wj~VNBp^D0j~aOEz`*;}VGf>KKY~+rJ5_DG z;*zpz-Ja&Ou7^J-i^xaT2Wo*S;G&UNabjgvyNb&8gyMF!@mJ^;%qI8#?~hLLFfjxY zA9Y!3DRsAm2sGJB<6d}Xiz&ghT(HTh*7}6!ScP1TJp{2XD;wi+wK~3T&*{DC)GKUu zqj{hI@Qy)ok?Z_+06%Bu+2G)kdD%W#CCi48sp{AA;(c3?5>QYS z(MFi70X`>>3p{+I{kRwX_tRPb$I62s>%F`xnWJ@%Zz?*txbsH&k1%*6|5UvvF zEc&h@PMe!Wl(6S9*7&2;@T z$HUMUno1O~-V?f_(&<^%Jp8(;Lv@O1=Ni-*7mC8nT)OVkCj;p^A{3muzwc7nFnMn3 zd`^!Mc+;wvk6 zJ~-%3NgrP(@J6mhb#nhmC%59mU|2Bx^mGhrF9=9BH}S!d@(Of75sr3&Bsq9FZ*o-b zpTtN{2%*?V6BsQmnZNAjOdc@iJb53~`0vzwYOZHU=A)NI!qD@!90#;=6NBG^0cVYP z4P9~*=X-vyQ$%M~EB+ZK)kZE-Loc&08;0nejc5+{m8|Rpl!5EgYnxhJD)8AI2TDd$qE|lTkP4CTZ4>PW zd6<-xSpSB@WeBI71f?9U5^al{tyxd2x&eeRtTiYM{B&olUHST7HP}bW%fxq}@4h;c zF6y#5b0R@8$KCvvr}LtYyZP~`#`wy=QoG{hVQJ{>1x+5zEw_)FCT89#?iTB#W2qdEeWPv>%uCfRm7AK zpI?d}9@?)qt{~+<83d$x5AVngy>QA^xo@}1nPI++p&gXx{B>h^JjQ$h=L`2Ns^5tC zeX~Wx&zSCs3J-O-`FN>`fe`FGujw1(&Zb13A?n=X#}llTny#l=cTdlmg@v3Tcq70{ zz(!ohC35eK4nwjJn0^r%C^XjTpWMDp%NB-UfA!Rkj=l6)<$Q>hof;M40T#6W;pn2F zp{Y}u2eO@ITHQDrjJ@joM|So2xUsFI%QEIQ#Eg^KWgqwUb{hC)J1cU&n24PT8c|rpoew zSeMS6{+0hjqMG{2&3U}}7eV5;VU`e_g47u?3JG!gAJ~LYBcl)bkp8jQ7MGnI=Wccr z#fjhxZkD#%PW&i02j28+hul)Ouz=NHGiOQ7X<`4wBF)xcvq{{5gs@hm0eU^t((jia zYc{@leM@J`#w?t(1G`Ue(h0~D(vb9kk0q3Y=+VIRaYJ^#ps*3}nCb=>N_)#4d-eSImW`rJpOJuZ3Zv_k#u0-g>duGxbqIHRqE~J^X+3kpcsFMwZNA~ z2@$e_bL?vD2{<{tHK=a0V!mo2&#| zw{#g9*X1CLh{Q_$p{epS%;r2J=^#%(n!&*X|6>C#=!;k7F!~!5k*B?yHtT1x1b)qr z(sjh}17R^b#2=~s3(i9P)&c{ePb3zyCzZ~}xCP(`R26emB zietOT;aEAfhxY*k(LIKuNhGGj&6M}OxOCqh8XiYRDDo{iFgyHyZ<{<^JM;yYXNsw| z2O?!i`L@hm>UT<>pJu|g2@I5GJ|w5RaGF3Q0b(ecI*iS3RV$D1lwn|?=mj0Ke3!CL zat-g5EF$$B<$RaSU_yjyEPPj-^AT?x4c3soSJ`#s5as*JXi${JqQ@7)X6w=-t`q2e zBxpJrxRZFY5so{`Gy4pCj$_BDCeHfgf}(>%ljygp(fu!$nxBtNW+;Nt-Kt2jBg}OY zuwnZAbgs!&IxehHpAXPnk+LxXT@`Sch)K&0nX#qHhxUqPj^xl;Sti%@0J2~5jB=Vs zGz9yu@CH6!pMkr4BUJqU&{$=*^{UJ4T~aNvr|Q}Y+JTRcS^{QgUG@m(bLh&`run`1 z>7NCgX+=h;pUR0??RV0E8XWr>l(eyz_I&O4e%S%&O!tLDicVL z?qx>^dAC#+8&Cp7wP}Q1Sb!6T1>8`3(|-I9FWi}`uz3EO<421`=P7w|=`}uhp`Hc7{7bQ`WI%U5T-g`ls@m;;I-gD+!Ye^BwFOd) z^vp1_o~VV|zJTFlAu;hJR?E{onY$cB_)p+(!Cfv-Zhd+IW7F&P+1MB-M@{AGq9DmN#?(ojxBqT%u!^AF!p6jK# zQWy%^ll2^sGKjuE`*-@~F}ABpIB~_*j+u?lr#Kqw{S7h12l-o?>}nO`J=I_dVX8Gt zmZagSMY`86z#n;l{jjq*JX8Qqbi{R-maIN87qz5uN!%EJByd){7Y`j)r3?(!3U_c( zL2u87a}%C=@U>EV36A(`3_u=ePk4BxcSVTagk&6m^e&br4}?DT59U5*fz)?;v0Jvg zgNTK?@8mI2-S;m!SV<2?_TSm4$_3^erK@pZ%O=_7r+(3y?cGkT4OT# zhmcx7s|TOL7eTl82vJ7Lz-NSf%~^9BZqDVcnW#c(Ycq-u7IjGQ*#14ljh9U$diK6?Q|`eRWd2(xmoJck^u5c4S@pGEU1OAiN6-{_^Z>m$PqfqcMQ7 zC^xOG%nvQw6alEhBGwy`+WDl{nNC|faYU~kmUD@(p40VFT8!{BLHSwlKwsWrYVqlW zY1yUscU(y)SVo_tXU9)-cgJb39S0CVi|IaYR?|p?-q*cKKJnRfrD2Tj=cC0-;RrLy z|5JlYLwFjD9*h%>9{ht0xNRS=b^UrN+0J(aRz1VORaSv^ZTRNZI_iw~dj2#bC*ty| zaoI{>7s6E5o(cN$GW4GB>j0$ml<+L)T*BaP`kf|Lyc*5xKgT6>qXG4iA!>89k!YJ? zQ9hd3cs<=?1ZYB^c+n+*`Q63x;YHzS3V4{cDC>SecRzWOup(qlWIe%KGG3s8Odibe z>=*052dCa3IuQ+52$jT9k0gh%l>_tmNuP_jgvs2zlKp^{)m3VwbQa!0Rx6k(nE4(s zdYRKayfjexsu4vSEP3qww5RuUPH%K~Us8?J1zy~!Ii}sV6uez^Yr8=Ri&aZ5A(r7Y zX~rwGP9%#p#-nl@aPeCh%r`Ay>Z2!RMKUuP##k89n72eL=ZHt5xyswi0wJTc>S<_E zTzJFCYbHSDs~OLXv53;QO^-BGBI}g#dd`Uz&C}wIT9p3Y*vg?@s z;Ov16X^-3)5VEq8`iy{A9`uI4s+CtUMTO%Wm4~&&WFSgbZT zIjqbD^gPp1@W8JS_Fn`8Jbl*~SzpsH%HLa-H?P*&jtl=%2FEl~yr!p~y+6I*V*m0p ziN|MjFGx&wkx3AgyVesZ1vpkwg-{5}J?_3l_KN$s)7ka&lz%y8ppt^+cJia!wlGu# z)&N9%wxN^#O*{UBY3{L8=jocKS&nP>rBH`8(W{(D`trj?RQq5iiHxZyGbiP^&~1>= zt!S@kerANn77?SebICtbZSXZve1 zRqE-X20fW8JJv5d73j{i6`2^q&o!>8z!z{30;U2Uy|;jOf{@H(^kDh993fSKR{%1qme?#u$^0M^6}PRn2Z?^z-45_Tflcr%-HFT$np(4k2ZU%r3wV^l_4vm9Z5rJ5%Ba`S^i zEY`J)QAYhlDVj$Mu_P#D2}ZY)t%*~=_an0?$^i>HE+NK{F$uBhjABG~of;DMQ^K-0 zyaCvPU56jsVaw8zI8_9ZwWmp%%d=0{{Z+$Wl~vm`Ws7ajE(u6<;W|0BvaPc*a%00i zlRv~JEIOl&j8Y$?5gE)-3H+Vt9FRQFvhLG^5&&D5_B&J%XG}9#K!NJP(@zl9FH%Q{ zbQ=!{ie~;r(5deKrrk4?ufRs7?svQqs6D+8z(A^pzQX<%b-Ii=XaWwUyu7?)Lt=xw z&Ka&*jHT2rf|oG>Zk*C;17I1#Q~5kT_l9xRjprg4sEAQp?il+ytH^I7tZ#RCrDS42Mzjt5@ z?EezAGEFtVp}!QppSOQL-YMn;7cIBp_vcoX=#m}z^rCuubLUcM;B9YV3=ib({`b2G z?FtzqeDeT~YY=DW2F@v^;Ac5j`TUhFb{RERze)mP^1omk``AkDe0`=C=tb=-qeEon z^o#g<29)0$N<11?@?>Y9C8dqgugv1L(~=AQS2r2Ry1B@9F6x90#Vl@KF+R-L>9*m> zOQHK+al@mz`{uWtwQ<8WH>sl1^5yB$BZ{ov6?ETkuCjq&1?sih%~+wMTQi1+nhUkP zB-1L8Ru1Nn$Wx7z`n1AUKwVm{>Z-%qWF%V-uKU}{R@)7zb>KOF0P#Bo0rcO8c#cwV z6%}>v7f9DXo}#HreU9>7;VGy@N(Oo(;Hu`;O{a2gjaAt%u#H zQM)|eLvQHy&0|&q-0jLGZGjxfq1Czg70HCSLCxhr@_Rjf7MJ5BCJuJet53W`ndABBj>@ zg5`o#IZ2~s{5GunA}Hy69a5g2hDSw4V~Dv6DWdC+oKAR&=MB;{1TvP*jw_4@;<)_Y z1ZaH2{b}nmTsqyMs&A)53;o2)kI<)t&po&SJ>$}bZ3xz`ql>;duo5+r{!N2*o3ZS7~H ztbr|@#d7?trgrl8Ly9^Z=H{vu`MvZ%lUDBWKA(}6$y%-awl0Q>7qDYUm6Zlp(4U%P zT;`OR(v?D&Bx^m`2iDgyMNCv8k(h*ZS-A5iWjtD(?Zzei1-_`Dd+JaiO_NxpU7=@j zGU<$YZ(1Np6S-NON%?fKnBhHSknz+KxNs(h*-|~*iGZUCdG=}XRj$f|Kfg)A$;YFi zHe*X|S+hU|T16;{Ve;r_lJb^m!-G{kwVK`?WA1Af0o!VQT0ipU;NVrA zFI1c3Ui$u%^4PYBJT}`Gr+QEDh~vOXx@P}}ZHJSCyd5FZUNaOin2=~qMKt$@^%#P( zZ1L0aeOB50OHay6ojA^+xn0|dp$wmFE&_tuqJmIscXy=sJVdpS8LYMu&OqN;#epL^ z?2#cHkoA7!(P`&s-ofkf*j7AJwi3AUNUS2t{e`oouxHjO4`LBr_ksIxX8IfxIr^eE z3Wi>{Nq`AY^pI*&H-s-h3ElUq<)gFO_fJRHK3Cp9yW%mSRyIDmgdstGVk-HndFo|n zS^F`U%adX~xzD#BF2xWO?CtM!W8QRRXknS%bf`bVaI^#xs_1o3+Qd{Q|rN8f>}Qe{3(k5i`Y5G_P=1isI#&VshxyoyBsQ4hOazw%tn?@A&OpfZR^Hs z6#~EAqKd^3+U36NK`N8Ej+8bJ^qMuNraJ`$tdLzkjJwUB{Ur9rFsr(HUY~KFrkTw<> z$*G)N4CIMY6+Ykm^DQY#;~jlo$5pV@r#lg3IeH?Ty(pClhSFBd~|8J~{QKV?~VlxZtMoyNnk+4d}%m!9VIoA7Di~ff9`Qe;nhNXfa?^tDH@vZq4xhBQz7YJ(D zcE1?n>^f^&z4M~0dA75Bg#FoXzXjb|->E%x z`FgpNc7H;I)wpSLOr+e%ND~aI_dgxiL~!Ian^zMPeYI)nYM?AEDL8c2w`pR+j7q$F zfguPP%jmjcNOpdPWi2CK4-IWi;k4TTDoqGd+xJeeg5)Yr86?=CK58rEFX=2!yeY62 zWd4DZ%Rcueo+;4zIb`KeOBfIp79QM8o9-6X_+JOlP0`t?3QBJ~BZVn~dAR$?knAqN zHovTb0rkuYZ!=pl$oZ-(GcGe_TlS2O->~V)lgC5;_xwBC%oqTdBU1N*bo*+{Qu?nX zFFyXxeM(sry(`sTG194klGm>Oq7+d9<2xK4bd!ZpiwJv}nT5;xXmHqh5je`)PJ$~)t5c>!KP%%D$Iz7#fHPSUyWUW+{sDG6{Xf{h3PEk z)UjiyJb>dk_mIuzquwOdw#Y`CUk^mYg+Y5YdVuk7q%*Uc{9^89(+A^`kDFqjmZ$cV z{{%i;CPm%XReMwlyRo1F<+^uV<9(mZL?$<$<`5lR?f;zejEa60>9hov>UAx*J;fO$ zTKDtj|I>c8!|r`iajEF%{5C_yIH6;5K~zh_aM2rr*))7|DN47|6uk=ux`}{#Y{A5& z>}35HyZWXG|1;6_-%?5{1y)uG*C6GYo+gk_b8NfW@{ zm$xwrbZb=%d!~9HaPit4_RvLnb8CJA!0hs*6}_j@wW};I6NKu|Yq4PPoB(@J!|-an z@*DS!aNZ3|^Wqz6F0zPShT38c6|O6?erL;*0@V2^W3^(fNrxMSCpdjG!u!cbsIEb% znvJE}A_|*np0YWMOLfmsT^<*GUj&kS0-|54t51@hLHyQ?yJX~)s^)-cC&GhHrBVDF z5}*$Pd=eu0D|FoZViLq;>4&JP@ws|Z z$olAr0`2!q|82z4mz3!4@Kba0sC=!bk4!Mc~A#iqsy z(Wjf_6NoR(5No2t4=O>4rhEvNhepbb9nzorEVe-zeD5dxb>!%yE$3*xCc+AyzTE3! zgcpvcKJrCx@+h4Ze-l3(?Y}sUymjmI6RJ~}|G+0`pHu{5CmAGor0Ste`r~+>onWm+ zvtn4llQPOTyp~Yj>qHK;*syo<2IKBSg+$*yvZuiw73jOJewPTebG>d2Joh!}hq@;V zPArpNEStTMs7Zm>S-mXLqjTC}r*An>*ERZ9?$7qi|722o!OPD0BYCauVfZMM&)B8V z)Z!3+pCUI@0(_k0?7Y~$zJL`PTAKgn;oS8>RjEZ1(ylFV8($L4YA-~_+2S0accvU| z%EYl-n_`1;i+1;~Uc{qbvh#JoFZ38MIt_pSAM3{7b+-H`)Uu zYk)pZ>VShQh&{$}P{PM2okac__}$R;yW&x~YM13~r+)@Ky}iiJS`tinYUL+W_jklBF%yY9HeTuZA4`1isI<1)OLIttH*U)G zV<(Z*+32qi1tqFBVZd$=q&Ounli@V>6iY8Mcn&@_n?E*|TfMu^Se#w&h+J-gVYC@i zxH^|MmjKG@1qB3VQHJT>j%bUKE+p`#~fbOTQyTIN*sKW70Zq18N-ky_OBkk zT<3_6wXFnMDaB&bz3x2ehOBmpM_e^Gd#y>dmt9K7-~3`;9Nm3AZ^xgAHNz<{e-tPE zv-a*qyusV6Q8f~?OlloS@_W(K#|r4fU@p{eL_pt2XaL}l9>w6}KYtZo@S%AU9_8?& zmfl|{Vuq8WuOcNWM1!G=EuJRXb&vYKK{ewNCoiCKqGJ7~d>Lr-;@sKa-yOC-UV}b5 zb-T!ZE9zuj;)GI4O7kg%hSC&dY^~4AY=hx}zMpKGQ6KSY%PUs)+k1ZGh|I~|+CqZf zPIzI-m!39-V)7ZiU2TuBf4>jP&^&?U+^LSM)x`-}(v4SbB~YHr^OhEMdvdM?C~Hi| zj$yYy=OtlfrnjwE%VNhN^FxhjcbSTR)H$#-wxHlFHq@n0y|oUznIm*QI25&?gWNic8c2c2UL@HkX=%*Ks>LyRU@HW(7VAobDpisk(&DB9lmenru%Yd^<1 z+3AO!b?ncrc9JC}*Q^3fHgU#Wn1kv{CO=!Yl4;9+(a>yS1mZHbv1#b(f#VtyftatL z#S5Q3*$@xV+x6IJ2n?*}E)VuZKb8HAONKZi!#EAX0&csh1cT`pxSRjcF`N~VThNf; zarHhpZT|K==md%sX=xS1ypC?yDHhnw*%#n`zFu$o)+9+2X$LvqLgYYUNo;C*YLd#M zvIE&C*tl;ndMvt&<1Qze-IgwI;ycB1=!?BiB-o*j;UQS?@07A~Y6S&zB_$b2Nvz*U zU%$oOPqq=ttu2P~5OUOL>*-Z7Z;H|$-d0qZi=KLCU5Uo|&{>*!sSq`2dZXVkU4>ga zT@{@*(0;Q(ILV5}4|H@Ok>*#aC-4>jUL6^H`Gm*Qg7tj-7nd=?WMDwSOeb-GjmW|&Skj_dAoAbyWubvuN@ZY))s7&@~;+bbF=)=`=IumeoNHFL8jKP~L{HpTyJ6kty%nV%xl%#R?z_~?3+=>w)xf$k-8p$Mv0B~Z zcH0zNGLrAugn8PpNnG(4z3c+Hvl8V94-D&9o&Ww)2HW#=AL+iYx4a^azH5*k=#WGQ zW*yusMr8hcC-=Jbm{YrO^YIkiHL>0yH@r)3F02!!A+iEb-Ym zGRfy{5g*)^FYD#)GSs6ozD1Bh*oEpJaFWH-3*Du^?t3`bP0F)|G@vei5b07*doo|- zjDs!pum{ueHMXGcnyE>Hx4RE#F*Gz3?*j^pb1{|ChJrO1gCP>&x}gVpgO>W&gc}tt z4yI7dkgbB8p>u$*(3UrWH{CseE5F}5*pH(2M{WKG{ht&E)ZU3VDe*pZ(yJ}AuKU>> zohvR)mJS_oeNTF!DSg+;kPGeZoT5%HeGG$U3wG!}-cdu3?=P)E(I3b-`RG}#aiG_0 zKbC_uYGxOqYs1GX*>+qqksqjlz4jj6ydJ1&CGm<0VqNN~BHV|BuJ89G|APf?`@(TY+_sy{yPh4=>BA9oJfznaiZ6l zJeCoY+4Pre7_so-+>v9L%{T& z+e*iyskQv%rDy;pBvD;Nl_W$xKM&wAJNxky<+54Kyya^`s9f+n8!vk4(7Ow}RQqx* zZKH2rCZp!(?WBH+?|Ek}HAJFLZl~GimP(G)!vB3?)oQIt7FknMG)=IA5%ZZ%%S|{P0 z`aVT^@d>)c*!3{S2D%62U4+RTz}jOt#P85FzB&mDVSUxD1gOndU_X=PR!MP5QzQ>9 z6BhMmez5Zu3_5+;AbTZBw!nLv7gu5Cve->maay-R_szg2DF@*qsy=0zqQ@*x&1y~t zfciS4c-bynow!zP*+b^n9p6y#PNduH`Kwew;SW|!b}@E(7EhZExv?kQxZy^OAGqPI zP;0?itex4ZQ{AJMSH_t&Mhy`?8I)okS2ohTrKR))=oj*rzoQP6^rrDXF zaW^aqSBYsvU4mc%H+}6#Do4%f>tLHS10)33Ae3{^UdmC*Oe7`(&z`f3^FWE z4#UjaS%LCO;X~0s^O>mBE3;?DETp=fhBF)D-pfHqw`*gGVO|3KcqS@Z$s1r~s@AcE z)!r9rp6lzip)N1u*>-?5vp_Ftgz%3kLdW{5>^(Azlkhe8zp@hDW=UtFybl8+6jmvp z$Fo&%y-ajn1i8~T%(b&W=KA!4a3{)}Um4gI&ylvt$MqheZEw&HmG#qpDrFYoEMaVV z$KU*vYp`Dz>MFXhIHWykj`?eZ6N72nG&8HeW$}iRB!Rs zts;gH+5jQV>}d~%TXn+mQDNhI@o~M0??BtNiHRrBnfrG4vWdxPal#`d!_z9KLIBBa<-U(&(@5vAj zli;d_A>v%^tz%g=B2>}DS)&yqoLEBbSJ{H$ggX8$2{w&(<=cgMP88@E7(4md0J4AD-QBT>d$;e$Fx) z%)zQ^7yroDf4op>Yi5Ys7Xl1dX8J^lk#z*KMnsCoG(3^d5UMGSFPAp2k_2X|tFn3H z`YKjnmB4HDK4-)E%bZVc;UG_{A^a^j6*+d1c*65Ro(8{Lg2zV<3P16QPc(83!Q1^& zzM!7YGFVOFM4BRoq`5Ywf-4b@NK1S-BtI+kP{M%z{gI2EI#*Qooi>9>f$ zl1mylCH|*gJ#8MKt3>GPtv1*7>+;d@*!2)-u}+c zQrDeXW|mDOuxt25^lI~YS*O?_fXl}|q4_dBGVQHv95QpvxgzZ5aPJ8^ZBJ&>sp9>K zBrHR=ZyNq&968DH+F&oW>#;*6T~52j=!1~?z=VLSQo0G5-3CX=X!5Pco%an+W(;(B zEjk8vCqif0kSxHzx^i@FPI)$%z|{K)c(pEgVT>nPH-3sf{w@97%QCvhu%q=QoB6s* z4$pVmf|%#mf2op>N?8rbOCnR2?f#U^pN#R&4D;WtD=m%qlB*Y2*io;gs+ZQ5 z?Eii1_WbxTlK5_CW#zZN8P%p}0be-sDsE2DO>JeR=1m_Vb*uBYpx`oA|F!(_0X|j! zprf!+B(*&i_DNZ+GS2p<`-8J(6z&IKGNB73J{T{a8dyN`Y18V%+zP*|15L*4T zh9oHa95_q$ry~s`#2CU%h1sJ3(p<%N9u$9C2sMKHmSV)1LX&-TiMrD^<$9x}%7e_- zi!@za!x;BjE>upf%$CfLKvjRKs}=u`uju~%=}&Pqo>|o#t*aDIRT#0Y_Tjk|Hx)xT-P-pBX$sM_cXwoY4A*+@O7T+s0E^)+Ni_9JWF zSe30G!b#qsdCC)$1~Cv*l_^lSeZMiOy&iivvvcjMU=uju*63)@2~WS&T9uRIucZH! z)ZwhRx^nM0h>zJm{8e-^Q>V{$Ro!jxN2H$(_5?q7f}D&6shN%Qweh<;utj%A*)OSU zh~)kHY^-J`>lt#e{+jE{rd5b~9X13hjEt!g7@kXrrRC>GX*Vc5-Q)F#MGYdaJz<&W zQc$l!33y&dj}Zm_Jw|2|+M3nB_6q+>dhu0gGUyh^+du+rM9{iQ(arDZ_;6RQwFZ3f zB7gxa|_d*UVrK3Bp%zELoJrZWuKz)P$d2{l~^ZGjhEAM4%f#zIIC_c`RWE*Gnf>`MA1lzSKk%^s64W&z( zzBkd^AR?AMTD(u#Ly0?vGNx++uqa;5sA-IK;^Z6zUULqx*8q0{ao3cDXY8HsJWx{0qsI!APQJtC<+^- zd)4DT!@R94K_>|&AiGVWs(I6i)Y2%|fjZ>U*AU0riNb~ni|pvnb&n^5Z+Ut9K(r!D zUKbXjy-uMZ$HcEFLX1I1KlG4MnBpp@m2Iiox4HYf_KO#jzKB8LB-C=!ZiS**v2}5w zzx)Gl0RwLjf5dILs;a-0SzGdyI=YHq)-xaDUsfNLV?BFB{ly6gi0~)+|13bnc1o4w z@2Xrv$l;-OxzB>1d2HRh=LTYU|8iM`M}ej2txL<6fAy48#i>FXme52SbSV5q@JyHK zVdxdf47T1P6EOq&#S>p=<+fq)rZJL3EP(|xMge}REj^G2c>C_?;bTpQ-;Te(Vyq8_ zdZ_RJ00lw%zFq1P0endVye}nr7jllE;0hd}$UBf9^O*eNb|yQk1TW}?Wmg8kFBrJr z@!UJO_viP<;5^ST4SM1kWJ9~9vPaeyqrNx1Z_Oycadn)PT`S42%u^evQP^0(UFs5? z4y`jrotFy#q|bFr=hs{63D4v4?b~??v8o(FJNlxmp~2Ot?59XVd#+mL4OfWD-Yl-I zR(WM_FMr?H$3zJ4>CRQmxiG0DZS{Q-Fz$IwdLET4_&i+bs4iL3XqPc+wXL|PEi=v3 z_V#vo<}(|i{d|BuJ$?MR2KKO5$|$n-r`215tZi1U!aIJv`T9*__^`(hKGVn9qh8n{ zQ={p?>`pXp4QpXu;jGM8?(`87>Ql;d*tqKs{H;w9c6G(M)j%5)Dx!XqS?;U;7%bJ8*zpdwVjS zqcv=>#9$doEag0!-$a3TLy)sGS|svkTL8bJSmbp#-Nao#`&n$4AqIGJK{z46qZIcK z4sv@>PXoLsZc{=ag= zkO8^+BvaCldx5@^LP~9wNq52&{(T~Fx868ZH*Mmh|FDy<-n)x?Kecas>%3#Kc>k|yTOWM z4{cD-fcEG|E8%Q#7SSOnZPuwEg)7J}%Yz6j!mut>Gm7aw)7<&?JLkObPkJ6F`}(*Q zttQ(IF#|ND8Xvo{#2f_rfhT~yz%Si-CvVxg^NNOc6V+;!5A58@|Fv@`Gu0{sz##hA zPop1N#)y6JGlV%@(J;RVINI08nCD%R{l8pe>-E<+H0rTci)fxb%qneduyG@%2fl`3 z*7$s;j~<2Ze;+(gtL)A8V?G6v)9vl-{{HvpeGVV_Odn^CcnKxl4jYNm%S@xFbSSJ{ z%=k{Dwks75t!ZU%FC_)PM!}z<=+97SQi}d`W-0j76w}M=aVeQ`f0~lDPN_acsU8k} zGj2~$wH~ie;RJpRN;Fo@4cdx|{p{(~kL=yc@BiK3v9VG~be_}-)aL~8)^uWB8`_OU zA(w-EUY9~adyb1mD3@8WWC^eRg%TOx2_tdb? z@QEL=qu*f|FZ+#c{I~b)q-|xDljCrB1P+hF(NP!}gOd|*dJ;xwV7#U?g3W}k9M{pE z@^utpaS_`4ca!`4c7kv8U8*xNr&xG!SIHmuynXGdYj9TIyt3BIQrK1FvYKB57gpZ7 zlKPQ4wIem$4i~pwUmQlsuN|tfv9xi{YWqIVV{cy{*LhxK0kNUo*hD7K@Ol(DfQI({ zz)ZEu@9*5nFJ58Rn7PFIYL#E>?d4Rp$`SPO52D{RoFUFaGlM=?pwC?g;CLSWeV6wS z>taV_muXdIgLb80{d#SYnGM?K1MFwdYIXgQN8s_tFC4HpgLole!-j?ir>$cD!@C$h z>@`?oX0ynE{@PkfDKvf<=OT*qme1;*UqZ56!%phcW1CcSQO>L0EhfTT)+8x4!__q{*X^` zQ;}Rxj@m)pL!KO$Og=Wro&V3=)%J(``gn!s(M2+AibO-ZX@qJTpdJE_0RzBwTetGc z-rhNX*OeI8SF5~x=T5%5YZv$L*uiFE>x|J_j7QZx@RW%yGvl5|`%~a8#D$3J(xp_F zEWsNdZnU%*V25NQRi%>jdE<>5LV_UPHfz{yUV3_b90msTaQq@DSJ6Ygg0*Y$4j!D- zX2XX)zW*;f8XKaL#G)*ChwxQwpgRId>_*0}nfVcn6Z_g#xKM>(V5SqkcR)xZnT==f3LZg_uV=<$~sBL8iN6;aD2^I zzQXVA-;dkYmfhPaWUK07$;`cCso;)1w4uG3+HMzuz$cFHQ(0BgMVs&ye@0aQ!@P9YAMta_Upe1obNt+_zM#NyXj1XIUX2`c3Yc zoTS>;7A?D>TIILj+{?$_uYK=zsTKB-X&9|QS4~6tqJmb~D|sm9biJK-bRApFX}e?I zg~?Hm$?xo7X3uWamaT|oTX1_W58hZ%aBon(&+EgO720*>B;sY}u9yMuI2!Clc*i{B zpJ7AW2D)C_#lXi0X#eGQoDN5SuCJImFvA_sxns_1`+K)<=RbKKJ!oIM>1aq1EA7+7 zsU8Q=HW?XaVOjY!0@9al+s4m4kH>cJrixbB1sc}1n=^b>7?w6Pyg%93$GYBL7Cnv5 zRjb&#c{4j6emEPj(;jyzlhEGNqoI8+zV_MXjgQ00le%1pupcnyvMxYZSJQm%cAP%! z@gM)%7uw>Quh+~XqtG^)R=cCD@$|L^#%+L4H&o5?y#u&@J!*hzJm!g>PEBzeJ@K~x zJxUoVt(1{6Zg^^Eov}M-iW;z{J@3}TKpNZ~=~H(L)Z9YDiHhH*ss?E1r$6NdANdFy zLW@kIQK>b|RMoQzG_0FQ3n+wE_spw#lSkXA?WPoqdT9FKFc*lF-1hwE^T7AM$H3{+ z`ub@C?~V{i;46cJ{K1+vy78(F?%}jPM$^esR-X3w0!xFsnP+Z-QcjS|iEvj$1g_)b z<2a5(sZ?U|;>Ass^4XN^G`!o;Zobb}(wiy&K@eo-m^bUCtv0sOZtrK-bQZ+h(~B2R z0!za4eQ84|g)4nZc_*^I;ZLQh}}#bk?Dx0PP0gUBbqzp?yZ^@uCY;;~vxB z*}+sDYD=ofrB#YIZX>t+(s9Sd$tu$f-scMRtyFcD(I^#b+}sf*ng~N+M~0P!QQdtw z8JuMEEt?ryI>h+HL*jY>Mve3r$Zj~JbuITSVJU3i*#B@rSvQQHEWW&+UKjb3!#C1a4-h;xx)5^3{#oAF5cMKtZ5m4(W?gYeapQW~^ch3}CY0u0mlQEt6ZUK&x6#SV8$bAFxZVc6~Rcs|bnKCj~ z+3k5IbsOx%Hv#c7A6NP~vY-Jz@Ts|Z0+D`AVL`holas9J?d63bR0@%_ zxI|VL8ddb>Z%5@@{@tQnI{U=C(qCPksLL)X>z$7`Fx(v&dvr<&w_P(nJKpN zZo_t3aW{VlGo7V;n~XDd%1V2mv-Tkk?#Up02?Uc(&cn|;H5xB$u&)%Dd>22J1o}VhS1vme*ie4f+G4zW0=k*WCqpUxF-| zan&~+^fjj%%#Jmf-#<*WqK;l!#~ZBE`|2xWXC6P*VEoj6gn;qW4aQG3m^j_Ia^SvY z-4=K%r@D7aIxcW>;Tn^?oSI$;>jhwM0X;KB7?s@uy9IawXIf`?{j%57_l`bB|LZ8d zZ|g;en)$=?-1lSmElF*^&}eY@{`>hSv`3H$NtN~)Ok>OuQfU9V2OnhUI)rvGpSk|^ zu3h{e_uo%H=Dbx%Rd);TcD@Vf2hI!+Gr4o;4b`2TT?RUXvkUKCU9f(AF|@nW3oVK+q~V5ryjq6t4d zs~MX!pIh4$b!R?b1TLhsTXo$6dR}dJm3TYtM?t1jCIic*I2w&A1ol(~Pt|$XR+I0j zDX+}CQD$5v-flZg=0iMHPF49RM0#ap6cTtPS~lcf9@y>h*MH4VA3u)l?k=>%JU;lc#4-UMGcv{2?{N9NP z?&|AfRk@rf@m6scz-X|Lw>^88Ee`SNdKOxxl=SrUbX3-hK)q;r;a85FHO5uuU6{Aq zvY_s&?ITB@1_VQ!?o0rGDXRMADDLih0EZ8c12^$J9;(nrlTRDB80*X{xU+Pc<6M?B30tWII@b zG=fYM6D?&N1MO$xp^*U!74F)jwqB1G0+gFx{Ij`Lq<^8$cyLsJ> z*zSM{4cWMG!OScKy0+`=wQCJ{yby2)xOfpxoXD>KQUd!6N%r?wt)g-EY~d=SCmS62 z%mZv%4!$r2@?dxRsnm<}hI(L4Pn;)>ulm9)>^rY{X2hsCZ9kuzE&_O~vO^Ze7gFDg zeDChGR1xJE*uxGGpRv%yHX1jsdm0*2IUO~nKKUTC%{<7va36zvqPEA|h@st6AySs` zq7pKO_sE)nTxfsd3I6Gy{Ta8^YT1sEC;;^WXs3fc#wK^21QLoqyDS9nU0r5uEi;gS zJEanLzUDPN-Dq%bWF!OcR#ngJ2k_+!7x?-0>kYgDDpux=;+|EVvv*bdT~-9|#)2}F zQMYZXR4RpV-f76gZeAhJTV)_s*SF^@KS)U_@;f+{A7dqu?DmI;@u;zW9W3O$j#eg4l)tRq<}5~ zJ-uey{=VB|_f=_}sgv_B7& z>UBPJ13Urvx4U-noA=+(a*XO;C2N_n&~C#+_5(AG2B-Gy;ii9t(RVI4?cBbd;r;tF zpBa;6q1qODLqi5WIyFXJC~tNaPM$PlcbWUrc(GQQ{I)Jvb+6SJe)LgxefYzf#nJf& zwQuj{T^r*VzA_#A1%oX(FU-K-9n+kj>HI2B^ooVlcU=tXMe6%PzV{*zywI-to`ZN5 zA-&=Tta&?4yKTnCb9ZbrR;|zdeVABf!WiNmaF?M2@F7x$MuC?hf%J{~ZlQfocEb(h<`^cG6zT!0t3JiEONv@b<@uT)Z>y9Ia8e2RJ3JKxEpk3Pz| z^XJo7mvc|&Ei-#3C%L`1x9xbdd+gqIDWvCNy*S^!A5(?Q? z?R2fFQybb!_nNJ3KKQ&h-cAQW&~~m~u9RA3jN)DkeX4<=?7QGTckM=%5hB~bJEyqY zvM==+UY;GOUa#{Sbc99|9gKGy30m&x9e`y3|B;V3Dz z`}I2Syy4MK(w2Ii5B=6}@wX2=km*G=-%!=g_h1^T9(>>ddbe+9;5z?mQD3!+`pT6w zMn{WR&^lGyJ(;Snc$l3# z(r0+~vE7J^4f8ovWWm54>}k0$17AN57iLpnu*FU@bo}l4-5^^aC+{4b7ZE9#!@{t> zq(-Z8zElwv9VO82sR++26?WQ`f%c4bCdxEcwICnlU_aAoll8W{Rv9;vjSP`0#FJ&D zGQjT15GeyZSwhNyK$M6O@aa#p6g)&i^^3OsMz%LZf z-NJ`bX{_leV)gp2wqf}bo2Jfz)e5uN`jq=iIS>6_7)7Yu!IP#s(GkxX&GiMG^@zSUsD{2lT zx%Pk@w7UvqQ8C~`kC>xe|C;gg zB&jvNiYP1Varfv71Z6)&YR`N{31%sW*QQk_qqujl$|T@^8H#&8ZP`}mBcFJXhd#H5 zCm$PTYNWwj5CeP+?=wManX&h0*%5Z!`_m>rzE53nk5oID7r}adxqTPp*LT(Ws}fa4 zM>-iYaIP09LJJ^%A#b}TYmrIjaa4B)-V>jD&Nidb9BUop){VDvnA#cJ zf;g|TyZM(JBC-hH0ZLI|Y%5;L=}pzK&t&}VrcrCQC)QjKs|nb*tL{M#*bVeswcRM~ zG6r{}v>Tg@0rnD}2$9l9ih$-5Pw^w4{3PqD)piR^fs&rUxjXHQGpXR-S@iC8;oY^) zxDfAo2IAeyY!oGMzj|nh)hkzW?!txiBXUk{x8sp!lc)2lyZsxjbB~~baiykEY7QYh zgs`u69q+~@QFH()yO6R6t(&x3eHptApZy$S#cg!ee*)cq3!?v~ zB#dMlQqnv~c{|a|k%ZQGIy7#~S$X2h_ zUewRs`~ID5+OpmF-@h@;E&VCHPc{v>*Gfi3ulS~nuNFYOy>D%in^({CUs{v z-LvixDN`|s)D;Bxt?Ra$osF~s<|qYt;Z{|2I%FEC<|T;&SZ`C>$yNpuc(=grD(-n; zkK?%u1ar+fnte@Hyk!MP{`AO#$N9rOdw5Hu!DWMk`L128xdH8k z>6dox;(xpUeg;S@LpIWkZK#^J%uF{L9N)8t4cED4X6NmkzHAwdr=JEO9BDB5-|tUi_I6bAfW`%ATr@rI zxj&g`1KM~Zic3u1Ry>^e}avb*_@-Nb(^nq^Pu%S zQPe^RNf7k4H83r*khsw9!n=ibS7j$Yj`1@`c>bxcaOTM`83^(Xte3rFTiQ~gJ#UwB zPj~(@6~TJ~@Ct&-L$tnqh`A8FP47V6^k%}^>ZAjxAP{JsG&Ou#lRz28J!(;nnp6Wp zE!0$l0I7@}s};l@Fuely_p(#olIFaNY}+&kWN` z7TSgRi43$~!gR7^q5WsB;|MZKNt^3+-ne52`-g|=$AG&X%A~4$DW31a!28+ZVfwaj zXZdx0Zg;%uRXp&uubCMaHmnCX2%PG^CJAHbf_t-RI#8OQ&(SOCx}DNOfb(L~QsCYF z?Mj8l=qQawgEdd?Zu|V6fp=hZ4*ve6QQPe@aEcxW-e-e$@1iZ3lU;FkDJj_FyoEgO zZvN$3W#VQ#$vU>oG~RcoQzg%7w3@fiWIAa|qs`bn>8R>1@FzBz*x#NsS}juCox#{; ze57vD^}Bz_-4{m@U0sEMp1yt{tyqQSzu?F=ao?~~__ z(fIOzAs9VMcge)fu6S8scf;-Z1;F0Xx<@ier zJ!<3o3Bqp1$NO2><9qdziQ{fMU^0q3bOjMr&qpc=8oY3h0Y5~(0=^Jjb}CZboyMto zaDP!>Z*$4|-=90s;7|TwH)ls0tf-}6UX9^BKUkQzVI+$ny_14oRQVL7_hhKj3Z@<0 zzrUhZnJsI!aCr1^Mr}{}uZLo#-34^Jnq!g4z`Ax+b-S+0Df-0gL?QuqEp)2Bi&*J! z6nHH(Q}a{w_Vv>H)?U8&;1>(Q{q*OD*?OpvgnhKVdn(dSmS#wMMzx(Rz45nx>jtzh zA-!woPM&WxIM-;pYDw^&oHrnVUS$vpoh z=!K?*zSiWQi#)8mpdN;%0&E9c`L&&$+2wAJkVv$ptqI+dnai3#KNBTB5-$AcUTzQle3e9ca4D}t89iIRFqLuyQ9<0?f)2}`wptj zx1sgTyb{1&qVctfDr3SyYHC49&GYb-iQeM{(XahL001BWNkln@ry0ZlA#`aEx1H|N9p{yN9oSahQuI8Vq)u2CKEWm(|(=5WiTX)S`Pf`8XF( zyPzIKDahx)7+q0t-@0xqhb|t<+GXsM)8V{#gm`D1z`8A8mk94kR2i$bix}c#U?(#3 zLI`xAnQBe3@--_t@}(nfs{6%*4a6g#p;VFhLQ`q!iA^TN^BmRPLV8|x z7Xi(q&%^)w2?qUAqO#c}a^n}1@+j+$lUGg=uv=(%fxX#G8>DJ&mRo=iL-V{fn`Z1l z{GIF9C*bZ}u8jLrU{v=r;sV_pPqA#pB&&|Ws@e>r%_^?fy;H=P{1ImT@tRhv7p2Z+ z>@wEl?fd?s;68QXG@}O}XX4k0M$u+Z&vRgwt@8BvY`Dq)jasOSnqs)59h!CeHi zRHEj!Yn5>o_ncKG5j3uV;+{|UePAc|ePAbzMuX3NW)IIFZE*2KgVo(8Y-CS4jv|wT z_riApivznmpV+umwsM(#C5p^8udL#}b_@KFcDqchnlDLdkCzwv*Ngn@c3wF^9#`2k zI_q_JmL~uoiDX+-vs0`ZT*az?wu(po`VqDr*~Yd_+W>g_qrbz=HHjaBkP0P0H+2%P zeHIfz#zOm9z^m8!7dIMDURK&vud}RPXC!X?>#FW$%nclphKaOMW^SnNu=CD48Q!}$ zjqBcQF03X-5sZzcaG&?HcT%<8W%+bDD*IB>Qmit$^}W6x9+_ChZ;0tkIm`0n#? zX)dSY**}f{D}r~(T4k03@;12&I~1$zZhjH0+x_VT?-q9KI<}J1?tO19YMpT-&De&i z)+*yWDtpG`?xm`G)*=&!q*RfamLXDv=vKt+?|hv1hZ^Dbe6obJFskN;_@2o?du&qy z(6P^)IKS=ru+ZLWr43SDXt#NGJ_wA}%))yZLKt%Anl}!^QdK*btB4T4b_EY(d=x_Dbb8n$5$2h{3%$I?Q5<``p;` zocrD$#N=s~*Bsk`Zy>#spS{S_?!x&J$$H?y^z3@@ zz+#!AL@B^0Fdt|pW+zzxy7e@kZSax5_z0i+51-

NK3F%z!$*$u!L6E0^Kk4E93IR1*ppq0|0@J`_owL$>25KmG)N2f@o%^aJ1ouP zZhzlhuM@l%sqOjYHqVP%MZhNVeg1pUZ zwF=?=-5WRZ-}dfJfZg898qlRCLC-mq-$Y=5{o*XF?SFc^;nUA*ICgJi;(!?$SBV{qT$UGiT^6Lw7Z+vb*+} z#gz8NpgkW=rYIbwJKgcVaiF~r-ZexL{21PSW%je|!ThBLNB`u0y6@bOgL$~!hN?f< zy_zWUV+KlPMR-4_D)k&*Nh|5Bhm58g}lsV}ttQc~hyvA_;8hAfGSrxg;F z0eElq3XUA9a%pakC(gj7`8bT1=uiiV;kFaJ+w~UnH71_g0zijifbZmSFUl)|_l4B< zP7PNDno`)xhKcl4n_Z^JMq?YZ+9B|qaFAAA_Z(n%z+H%di$6TV^3Q#X73FeAON@o; z{KeAwb>a)7b9ovA$3@WIhPSb0M7WTklmYHMT)1j{sgx@4kp4}pm4)}%GPAl`WvHu* zv$L}qi%e7-C#;Qw-%Qj-txZ1yQo!o283wzixG+~P0Ce|AvS-G`akt7;Fhpw)< zOy^2AETRQ>&+`a^fY#)BCZ7EY)wy%@RE;1;xEnav}bg|J^P=GrWi6hZ~$e(%`uRjm*7f zg%&sIwu$!TTej8Nvb9dA;I^%Gl!mR_wzDn%-7DS!)7G`I&ppiAWiCf)cj3G!l8jb5 zg>X8+yEbnup+#bgN#1C}0d`@4-BsVmr^dNy^-WCv^dw*U#s8b1>hoC9EfFCoPZ0=+ zv_K=7_cRlp=0czu2{j`T?A*1B)i^fnXwa!5LH&%6bhgfxg*ZTGR`N4yx zpFn?}R^K_4Kaaqij%5Eu7T(`}(-Hpa;IiD=$TmuKdrU2tSI2jY9qc+VGqaxl{&SfS zkJjt%D(*998q6R18vPaMsiZNkEx0em9`i!g_Pn<}KZd0hH!irlU&oXNF9vrP;5`-Z zXI$Z!9cwW1@NR~F^6FY=y!iZ;R7fR?sD)4qpi2n+$Q;Z}s0ku?=XX?nuvfqtO6ZwC|r6o31#xZ&|km_F|NF7v61h%AEw_6=7#S~yVOQE88dNRbseZ;WBiuYb57laii_s3+ zuAL=;Z%2*q1n|j_2YmYk2O_fi|E=a1O;S773iM+o7?s=Hk-2!dYb=X>z|`L+(0 zEWBUZ`w%_hC&E^5r6bn@t0i^VmWEV$eEk27Qt@G5%TUr4&r zz;4qO2Y37S(V>B1Leh?y+$YYi>y)+~Z8FNhbz#`Yg*@)@i%DyplAcHb9muNhko;|P zwn^6?A7fy^L&k6Gu%&4UO^8Bi!MubCExD)_=Oaz!wmNry@EWZBzCzQxckblt!^4a= z8Z0LTck6SP&bZ1A)!nB0nl;o{57Ibu#$+UKF`Wf(ty8rFilO|4SY~ptlK^-O<85HB zZI|#mfp-h?kXPJ`;oY^$m|h1X`d0Sw+_NQCceT=&Hz^=n1up?ud#VbiXIf^pW@w-# z(y4-1G|&Owp%~zcK;4DUV5WT^u^Ygngi@5=?wAwcSr8PlOCQB3=9OU zSROG|8l+M#GvN&~Rar}^R7#Y58&;C|{6|qlT|JFfiWT7*qA285(Nl%$dwg3LHvG#Z z;owC9xaXf;DL|@RMIy@1pZL`Mw3gMm^MAUs!qAsKzbC0QxL*d{GAxS22VSe-KKz-_ zz?Cld+)gs_*u1L!Bz|cA2{_x%rQbFfd(8LTDAWX=X^<+kpoL@x#aILvL&2yg z_?dtATddi7{Q~2aNFUm@i{FWRRPDor+_d2!UDe%&hrFS>o3!iR`#5y^6peG|!1q9T zXyt?S(4L3Z3hjBIolpG*5H6gF{8AUK+SZF$Wkyf)4IVoRBQx21 z!fr_yjPF``mVKk^IX}BRhHwM$T1$k`NLh{5b?a+SyAUszZzc#%C1di!r5kf$7 z3jg9hdi4aol{9)r*@Lm>D#n^aoS$EVFH4-AUCWu-bqG;n?b=JMT&Y;O64W5fR4SCq zWm=^YW#4De^YDE?1MPNfD_3KBHCk&f#;X4_!Oze?e}ZkTAFv`g#h^Ny+GQxNSLIWp zPsDnI9VgF?^Sp`$;N3n)Qo!`32G9QS{k-azuH5@Yi1Z6Z*~{J&ZrKwk*z)EbS8PA7 zXtI^wT8$!)ds6AL&(jNSBlV9YU3tYFOas+X(?C^+I#J&{HbT|8IPD9-JH&t6$tL5j zr=5HY_4e(Q2Y8zg=tC{)2j`J1e2@aIAq+H4p$L^A(vo?tmG*0Xs{83igM)kau;n_Bpa1XgdmkVA=7ex|W&9^4@( zu4$bp@a8MPGWLhJ(`+{BpF7T$xyM=2I>~CzElG9P?qw17UMPllp`EfJiwK!ZEHLoC z{}cDK{lixV-UX@UNLa?v&h4dB#XY)K#pn)J8A00CL%YwCT%;iVN1m<Ux34eM#_6dmcK4@l=R6>*`RqgL?8nnntVwLEnELW5v2M!Z-U9M$l?1l$K}( zfl|zbf=f~`Dqsxwg@~JhUtBu4P7Oo39d} z7h2)#h-Lj1#z#E{yQ1Wicpg{_2N&pZ;JpCU^LZJieTnd%KqFaDPm0SNyxWS$QW~o+ zHPVc`o&`l4I@0s3WyXbdKeo#lTa2fC$KP(iJqVhd{^ql6mvfAhhJLh=mVk57bk5_h z>=*;z8c;cfF0nu*_Ys9wnIzPl3*BzA@a__m9dZg`CgtEgDvvQg^aE7&l4Jc4$vyTX zLnh?oR}O2=O`A=0f_5QbRc(s*-TECKKX(VC%@v9AogU z-41SO$-LU0^pcx7edgNdj(pxuGs zq@tSxcd64dAQ?#W0H(&SobqlJcj^4DJs!KiHr6+~^LAd*$-akjQJZY}lYqN@mTrLi zl}}sNZGopqtui6#mPVH}lra!)Z#X+%0=&Bld7IMiymc3XdO|XP<9gizDi=c5R|NEU zXkQQkLCd^-gGdoYg85J|DPc^&n1(xk;sdO^ZQB((n>W&?dYx6V>fTGLy4wgd_K}ux z{teYVO~3wAKf@pW^?&2w^QXYK4eDeJ@pc?Te4@G=fX{-t&b%EvLA!9*Pv&(dKjUf7 zsq72Eyj9!VqRi-gXh<7jM$=o9%xE8_qYU)gp_A&K83WTn3h%auyP`0VuD?Aw=7N`N z(ff8W>r5w`OdjNmri;|}PK{L)w2S9$<5gcrc(I?|zJCBB$MmHE`t(80w0?viHt$5rUZkv2Dpe7pj1VP+ z@agH9<+j`QF*Ky<>gu9aGr(R1?Otq+$;X6W3b;c%yjy?|f`G2BE=Ky^%dy$FvU%#8 z)aM^(NS{g0nZ1vbD_I2Xq|L940?q(PQ6;`swwWa#MFUCwG^Tx&?Rlgy1?TOo#DNcr=11z zT$_vw^^pT0Ie>3H*JSPCCY6;wlqE_+7-?Ek5-Ej_1VJd6^#tQWa7k(UHg03*zxmB8 zbt-S9IQ_z|UF?ok_f=%!-NRf`KOVX;s{66wVFtEuXYe|1sCwH?w{XvozL67u`KQJ* z<0|h`<{&=)eh~vt@|{-XL7dLhiTahUpL*6!ehTR%>U+l5?kMv(V4vD#Vo)yv_+;9E zyYFj`Hhu2Y%@kA}NbRJ$XVhp+BfYUX^Zp1sfO|)q%o0?0n>xX}Q)DgLSaq@KPUpbp zB`?if1x6@ESv5_JcNxccm%bCX-A@{&iYVlnBXb=3;R)*Z!Z&lrnFc5{>bX_WlRQ#& z+#Rbtcsr-pt%$h5E-=cxh<_`ivOCi<2k&-Yq*5tl+P~>!veufga*6rDCsEaL2&Uc)-reE;h?UF|hgq)ky$);UsxARiKs@f#?-ny4>oqaV&CssOE83XWODo#a; zyRq3wv~F>6Vk4tsJ5qL2D%B98;sASzuC8frz4a-Eh7>(LJ#=+-Wo$7P+O0h%5ACi+ zrpV)Nj+)@(8H+*=ym(x{RH?`4qz^p5ZzU&W<_eq1mdWFG3n+}kit-ZOJ_ zR|WK^YI`e)3%XDcg@SocFb#|=&3FVq`wRc;6+4eNQkpi^>%4Kt4)zZZa}MKYpChZf z+lRh_0r%6524nm8U)SIc@SY!k2akQ@%N#v@96~=Ef7+7>>A-so>)Og!IY3DxVducz znMonD9oQ|b+vO?P7kJx&yluw7d+cS$vCX)uyQ9AQDr7~s z85!3+{_QjT**#%mC$gI~>Y;7}cID46xf>7TJ)G77j9%fjA$n zQ#g}%Z0g>fQ(gl3+thCHq4pQIwFeZkg|&BEknv0Qd)&Q zh4wXTo?ydzGz?hg5NQ z%bRN@?b)*@dEOE=Js#T%eF^ZSB#Z&SF+2N;isgQ_(^Ua?fGumbaB$=xI?#zt#=^TO zi8gh;5Z)0lYKT$at?J$b92_2I+jVZ20r>FG{v!YW zfB$ua??GgJ?mi+`+C|1|2qe?{oOBAM3|tL~(*jtl8-q#5Oa zd_v?-sBV zn77l;X)d~kdBr^s>Ii{!@?`v**0N=fRXPAKEZ~#9?`Mbh5-dBBi%p(FyOak0(}gk} z3-jy^Ef>7!t`c8)W|ni~A(qOvcfv=>=qilBWV#oY}N zX~&)5-TmECslO6D0l z`^DX?zGoLbF9Ezuk@nsy;#*aStT2#(`!#5l*}i>y+Q)$nnHo3Z))=E#6(~tbvs8j| znf-HfH^BXBr2Afb9}hkGkZG9OG~k|r_i{13BS;&p3f&gVJ+G=SS$!8-sMk?E9p`&{ z=csL}plgz-BnSZ6G6hB}kVGv_Q^1VUOa_`|>$mdLKm8k5>vY~oq^kSpA9#SXWbHC; zLsb#ybps=f2Im`%>t1!=xM4Hz{_(f-wXZ*d@H_+X&gV*D;oX&aGUF`B+f)qfI>`{R z$R@K8%v)%;FK-L#N~SN> zHekTl0i$ZWoFJnH85jSnD^v2*b59HM*e6J<7rc5CedP}K?M);^7{ zO{AR#2@s?{_AIo^)S70;j$LhNQ1b5Amifw)6O4=n$?ps;^Vv4!Gj?e{6XRS8*s|;r zfBeozd17QapW62Z4vh~XghVM**-&Z&e=x1N3A!;XYdl9rRq_|_RZvnhVQI!0a3-G@0^WE~l)Xrxw`^+Zyu6FNX1MgE88=U^aZnpjF7w>m}^r2yH88A1TZJ>(tds?S4 z+*fVb{-S^HYNvX=p7tm_{U5B)001BWNkl*LT4rQCUBM{t zqc`j_0KEO~pXAix1}9D&Mns-b+hcea)-n?bGlmWT?~EOYPvG16y&^!*z`BL0BCyX{ zWS~P-8B$++yJaTsMU{}U)SR3!3gtqLR6D`E23FQ!qM1T^Gcs|O^J+U}mAW>i{W3i7 zZW0CK#Xvp}=?mFsT&P}1anI~ToTQ2RTtAiGfbPC!Qx|P;Mc~~b0 z@h+^pW4oU9uIJ82TG>j0-QHKk^Lcm|1>;0vcea_{x1eg1%-;IScm@a{KMc=P}OLI1wH7ttE-x~-SHHqj?BNIjuU|99irV8m zbaX3UIC?u;hiE;95LG;{FSf-PFT0dkYfMkiAvSN`$H2e<-Q7JIdyEBk7usE5?xeO~ z4!Gw-L)vj3+-+~KwwKrZFzesJHzrHmJ^#0?5oa^CM25e1B+>%qQ2F^k(vM zwwX-jJ%0Y95=>rfaOAVQ+4O;3`A7G%lC{a?0_mj@tVqFq^@eNny;k46nMSh-Gc&2; zt`u4+!Wi7UgfKl6m&-I}W)|J%Kjw7Rz#U@M{RyMGtCm8vL;~-+q@hH+y6#$Img;kN zfZjrR;d)N#t7DldI3Ccw%7>aH>hcn`U9?OD8Br1_2~Dk;4KyMuAV1cLVNe zFUOALLq5+L=b=3h^oaJpz~JQ+Qtp z*ozu(M%oO%^WvTjvhbcj`eKb!UjV$@^Se~b%u?gK7pd)?6nBloy3W37V7jUK*mpF) z{s!9mOi}2x!KqczaUk8Dc7ffQj$&mz!dOr2`YyQVD`YOP+xbrLE}XH}I`ak31v&vl zwMm+5o`KqA0_Mqj@%zRo;zn)H*kUZK`<`iU;tpQg{$!}Ti+5M6tX@$C6$kAu#nA5V zkA?VndfW0bUbXUZ>MJhte|`52NZEtu^~Atl%_!{_+E=aG!@70Q-``JncXvi8gTzqPp*W2oVWXGi{)%OB&&eHg!F3 zjmf~gYn_Qx9_THUFRH%BFQew6CSC9BMfDi9J@7z;8jU1uX|yj0f%!l)*HX+hHUG=M zxM7ibInz6K?&Lee!^}XN*WEteBA)NU*kwi<4OZV!-FeHq-p}7ZvWHX04dmGBcgN$7 zQb}{_Za{b*x?DET#C4pm`qAI_y434Vi(+^$^0{}g$`r{Y$)Idw4LWS@JNvg6Z4K89D zvdoj(Wgra^S;fHnzCC+bz3at&!u-dQe)gAslLtS(o9B-nz>5UZ69(9$7~ZY&ZV3cP z;XKXDyl8Van)c{3IY>{I>BLS^q{b(I=cw*3xEEVw9H1mE0@n7y*gQ-&p|_GQbJh2S z8mYRlZa7D%UZd#)H?*5%)!OiUZd!ZmTFH=UKynv0nb4@BavgCvU;``x0n3QDf3ZsMgcIY}sEjIH>9E9Y}03F1Rmb zi&=`dy{O03#UjhtFCOVVRt)YI-WS@|EL-`;B9hQ?%8}relVlDOJPDo zI`A$$(e85>EN+!?VSTZNt9hu`n&4bOWn%?@rH|~D(Bl!5M69+ef|98yM3JU7ub7`x ztXsC3x4-VbD{`K0q{~Zp@7Tfc0}n6{v@qaaWS6n3`=v(X>hI($G~K+p&TszSgY5p5 z`+5FogOY+$6vg&htG>(R>z05VA*9o`fp-S%<7xM)%c$p0-jbjlQmX@wO(uqSclTWA z%vd!v)O^@50LL!DZ7WE8$vOrg7veL(PRdVFEY^9#@tnpGA9VosC544t0=(yeKM%*3 zYnid|UIgu~mBvzoRoL5XG8!H}2wPUb)|HO8-MM7~m0DsF2#b|-cTmLL2RV7tD(^8= zOR@mp$tGhVI@w8_18}FU+MXLH5Uw?}W4pL!o}(O+O)`8te6F z)DV!uyD!kbPQybMM3L!el_`RC3;4EJ)9K&kp*}brP`kZ`*Xtp>B%&hFzM$zr6bOW8 z%FD2&Y0Ybzvx>L9;a)ba+j2$D(T#L@>DKMrnFD5lF$}cNleNppc)A9hYcx35XfSlc zE|a8PfA}CL4mbFZzj8liX;dR$DSWB$qu6KZTGL`WNna!>K@_X+@%l@&#}tA+Sx9k{ z7LGN-$-eEtHM|XW?DwkvX&Vczl`m?yA7*Muj+!66YZ+IRl+8lCcbvE9~Rhi zP~I^tBw^Lg&BDKH2n5ki`903 zcWe&%iyx%QxjBEv>z+V5DX=HL_E>q3AhF6sE?7H5?v*N3t5B`P%6shVwfh}K26CFI_Ldx< zhUYHz@&`{?XzxYJt{B?$;T}!!+;Vx0p`pj=?OoB<0Ck}bl{z&*?KHg*v@ZqTi>xyF z^`j_;?*+hrN^Rz`iTCpJ-G2!(R(S12OU|b#`eH*kR(xn) zXmH^Nd+1%a^sl@}4>mY`w82o1sQ^@SGOI0bT9GMh{>fXf;dWa}!TdZ-O|^xDjDP^s z7fVS>=4=DixjE{!+RMD-FHiFC`OH1YK8e@k;q`bRLCq;Xe*EKn;Rj#f5ku_=d zLz~ZFP5T+Fr3vR0!HnXT{>{ASHTS;c=jN4^4qZ6Jq0vL;bG|1yGX~ySnm3KO;?wzI!k5Q$S2)8oP zb{-0*^Dv(Wd7SA^(4KGjibz#<3+#}7ZTQRq_^Is$(4IU0H!X`8o%9mxi|qg@%&G3l zARLc7Bx<{`s(U)sTAIc)q9&~Ei!g&{#+9+d!BI3flQQ-d2Nf%ByddD~3Bv1)n=vlbawaW7KaJN;c0MNEd9 zc`CSzS680N*3RAQ7dLL#%2eDmI<4U5z&(L?37$5C9}6H=A4Y#T%=Bw_(z8U>{c8{J zq3WBzEqm$x1gTh{6im0EG+4i8Bgz2m+_8fP{`5~_dO8L7Fa)Jc$CntJYfVZfZ7lcs z`RfYn$rYR5#fv?m{tVS5&!0WFYP&b zxzeGFhd4ZOn8VYDku}NT@xvURJdCIaWK|-n0$DK?8F_Pjerf_)lPs$&LzD#|G z8X=m9_~!UGiB3m^&xCBMY+_UICN}qOMmIH^mv3gv>MIBIckkH2-#T`gARfDR8G!-$ z8ZdUlE>oB`+*ar3|L0x&$sg|KbPVq*D#sWp)}0iM0skGt2FS<8-)O zc%Kc7(%w@s$23rh;azkdq)1ij6*Z%FMarBT*D9ki4OROp&OTgDW7W$@Zso!~-lclq zJ3)J1ZFi&XBp)&zh(9q7Pn?1GZ!NaSB=g#U`}v7n1Q`e3{dnxT@JOPg4mt*B;dFTzrMJh(ph9K4rfyG*re zK;HMw`oxNRD~RXQbZD%H|McXY3A785SJ_MPV4z*8Ir{n@qrbnOTCLWx2h^f4i=Cpy zyx76>ypHf*L^3ybJ;sa$9IC(NG;-LU&rkpvd@ij zz}*FSPoxoH%AP4_&i`N!Jxf&GPakb0;9hb*wpg)%$k=2q%tCF`wF~V@YBo(Q_nciu zk&19NA<}2$I!?Yf;32zXg&C6Xf+D^uSP-O7e= z17JY$;iC`Z_xq?-if}A6Dt}8ESoa0mGhX+O9WX6sm2u>##Ujc?7bE)K(}&mV;dQ4K z7$TC+qN3@DXgneu4GBg=-m~c^x$O!9=#@%`E*|30r9&K^Jd9WK_|mB_;V<*?mU(#V zJiLAnS(6Nu2a-;)WLe_*UNZQePsuA$k|oNrOqD9LdY0*En)z^^?vFi>3N$LvgcAoj z`PID~i!`AE9ccQ_2MmlxB%hBh%qfl3AQZ?*Q~%%&gvK-y(jemHDDyWfw{0^P15MJq zUF*39E8=6F!q{b6r19LrsP108Y~+SrreoT;rOpE%dyua_w1+?W!w0B%=98~4jY?ev z?~6fvr)5c=I}aTt_KrZW3-)IT@ZO3{NXWC(&n+77jXB(Qj4Nrw2bl^R5 z06ruJ_nhh;kwSaXai*1xEWB%X-cj3iTq)36qpMRytDi$urwV<>i(LzF;8QqjS>;_6 z_}w!AA47a8ZlJ0$P$OmLSPot4=A%#E&atVrc%JdIw*z|?+^f|`=7fZ7S# zUn*6-2=XavcKzPoULKo%8~3jmCb{di2Cd9E4hbo>GVrcJ z2%T7HgidXBZSXFQ*WC&pRUby59A@gZI~Vo3A3xOK`J)Y%*9`P8i!FB=Q=Wv%R2ZgO zFftAAf7>-|lZjIj%YA$t)~!q6T`5INN<2*O=QiR}V`>We`d;R}etDAb^?Hb!Fbzcm z(*Y6MK&#j9;Sc(J;=(7mXZ1ZC7sr!==a@XkF>x#@5tBw~(hMS&rG#|y1&B3*p*x2_ zK7 zu4Wa{L_{EY)dMwA6dW{z-V_6SE>NAUZ7yg>u${jcgr z_8Oa%-{n&(mneH>eCbn`Whzwgo|u3qFX4LvU;30hk8tmKe7}res?gj!La^_7`l^EN zsx%!|)dV6|>06#am(4kqz)Zi#Y~1cS1MV8qZtdau^Iu6I-VCH;rIAM;&g6N4#tSuT zZY|@tG+v--HWjoqVW0^k=yyP{jQRAo_l8|&!Sv31cXI2N?fmE8-_5DRjpVa!sL~gb z3(D{UAfD{(WSKF1=P@5*WCI7)jv zw1WY5BWE08VBj=eT`LQreKCc7DPZ2o29t;Pg&Mh9c(>qfq1%nw-pSAI#qqxL;9e?~ zh@yyUwaP^EW}cec&a12YQc2qm(mc#UTk8~wJtisVbnX(y&>rbjeYbx1nhzu2U)<~d zjYsxS^-`ORExU9q6ohfTVr&j7Lv_|}y!OSX`faz-IC(PbaSuau6w#FCzVC$_At3=@ zb{lJmzrvh^a6F`1uR4VbjEE6FB|eqOOF%fDPRbzr9XSW>30RBtZz~%sR5n(UZR$wV zI?*B=4^2fv#tl_t&=yXiw_wy6yM9rO_xQ)c(GaiSqr9e^G)R?Y^WEB7WYnx8oCpcW zLc-CI@M6fX-1jS2=_9dOiAj`;a{nuiL|` zdiZ6Zl3$`CD^#h{MHl`vbMWjG;j?E5_l+^P{~}RM64eA@O%ilTf^LtnOAvHPqD>O@ zs%1oFfhtKMp+W&>l`4ZgA>IgG$am zlULm{FrS0=P7t3ghXf4UfV2b9C+l{A^)~grgX%7Y0c{Oby!0j9Np-JyX=EAKYM#bv7m$%G-0r(uaTd#Y*Jjow-9@c?GVNcJ4QQL!CoJzlx9k`5I14uZ=zJR%tI**}+4pS$cXNp}V^~ zf%X@purJiO)E)Bh?m~Nh$iujuw=f=tAwduj1VJIVLkjG+cUAZIN~IFza+$8KE}oma zgF*j1YfEv6$S4988N<3Z^0qmKxMx+NGitki-jmBk7UHdCrs6|uWbt>-^G6$0OQw8T zUQ2J0NSoaYFlE+-8My179ZS3IUg^oka&NV=At9rPW~qe2fV=cOBHPEob(;LrP$^S* z_{;sYTyYd?lR^73C;xJwJzr>Ptx;17*(=fKG|E#(br;fDS6p@7vCedyhvFFTLK_8r zCZgw!Jw|QsmPXz8Fcz6mqvjORRBDk4FNXZ`kNxshZ**)N{-1-!>!ja$OOBnx1SLAhnIcIw|f}5woEo zwaiADvHtRzz;wpq#%&kwvF1SjaynvaI~N`1i@@DZcd8J$(Pq$2h($r_ZP)PlDRX?A zmf?oJUKHNncx%9C_m+sH%=Ct;gy{)2j8%6TgS&yAyP=sd(fA1_Q}gXfP| zRA-1*A3|29@r!xzMJDHSg*&)bjl{Cy3^q?V+W@|NY!$~QtN4C*2WyOhbs@}ProTyV zZ%DP;R|xG3`PPdd-JS2WEI)QD2KM)@;=h#S`+l;mAPBN&*a7w;c=vsuD2gbT%LGBd z#QZv*p4rCQWuxFnrtxp&8Ly_2Aao4oDYR$G7duTB+Fj4PZ67pquEE*w?P1N27Ta4+ z9By##XoLQ$0e!oDTZs;pnVx9E$PBFBuzhK_-77pLvD{~8+rYhrvAy;Ho|HtT62lV{ z?7Cj9GDTqCrljYli=aJ`J*2Zd2kow%B_k|gdQqJ}G|$vyQ;4#lw6>I}?o`b>34Eh7 zzmc)Vs0#kVoH^zO({T{r}l}^DsG%^G@^4%sTq+#zBC@ zLE>mMP?RWJ@<^sF+mz*zMM)G7!0TsZdaU*ASnHuiqP)_qXKZ-q@eXM3+Us3gmhTzu z%-9_Hc!;%z5+ReiY*ExnnUqKt(A~K21{!^L9eKq55gD10QIS>E04P#qf8FuqeO6Z1 zo4@?U7jY@NxCII89v&`k(run;Fn_+r(ibn$IJHbzc8E$2VvR#|`#|<{)ND^U;OY-# z?SS0^>8${s-_52IG`At|WT68g9*x*ytD@tip~l3Gv4#s(kU#Bb=G6a{5>`*Z00s zh)>2rN0^6JpwESMZ5l@ZQWFY2QsL?;$k)(~P^w%7ha{7Tslc!4mC9ErWbsI$-PPuc z1Z{0GEe$eVrRQBgHM$yagIWjD*Z)S*tulJ*$b|Ic&U6i)It@R(HTJf5fOUO%({O~Z zRX)u$vV^p|_)(Oka&=u-s_Y`oD3jb8EdF*q1gYIc_3K>;?TbVkj^g$#S~K@_9fJ6` z$}&L*bsfxAE1r?2_^N!?VIcF3d+~~+5Q30@{PqIB_9w(GqAGh#tID3*W0cx{jGmsJ zOpf+EOH3y)Z>Oxco32B<=XooFb``Gc($gai;HDi$&-Jdl3f^^qFO^F4^z=}jehshl zkFcq59s)1+yTsJ&IUzIkR7KT`-#lmq_fwNqKJkYK=qX5OFS^;c zXJG_^BP*p&FGK&P3OA3wLVl-IN=QR-#{l=D>(YFcS5R#Mcbokscbe9psILmnO=!13 zo`P`^3Bu`+g)c0y{PZ&A(K3Z~1tK?+u;{q5HlbRNuCA+fbf~zxb8shHr?>L0Q{Q6b zo)L;S7V(C%78!gJi%d8xp*^@PZ8F;iw!LT{f*Fq;mTLOs;v~mv$2jI6laPLc^rjCE z4&n`XIDHOYk0&$06y$L@o`Z{vqx}KY&em9bdXdKY28|1i6uxgNX5NnIV4j?B^D{Kx zqCooDTdobzra^8uSD`o8k+WQceC-_o%R;I0ffrzWdi!Mo~O zp}ifj8}nzTY12(uH$mQfc(_uNmYIaGnZVWfiW1oC+{nY@0-*aw@^Zl;b*zLt(W=Eo*vO3fW>QoBvJ@V;d@ z;>O{C*#(!-ar7m*umAuc07*naR8n|{RCSNXdCDRq1deJYGm2ybVe!G6*F^4l(z;1S z)S-*8@u+-zw32lwfYZjc%&Tuu^(4?9#gHCpkRGRd^nF=b)rp@Ly|@vkFyvd`y21zl z-DzBR5Sj8ZRoYW8d#bcMj{ISEoWG~Pze%~=pX6rG^RL^K@=isCKCE|b0IwAHtBq2r z)ROX1^{bST?Y#BHVv)YSKAv3|W7Ei#v?RH%Jnsots9#i}b+h*uRDV3)^u2qIypPOZ zs4{=1%Fvedx8?NFD!={V`zd+QUy}Eqk)HHg6tUXwI8YDdz3E5pdxh9!fLr(MkyaT? zO30=V)EtL3K*@DkQWaERrMcV-R`804R|M_4GTQ;#&Fw_>h}w5*%s(*?K)qJ|LKp zz#d)>Dc)4%i@_K9!ry#>o&7u6IlPlyBfHqOZWm)WUY&L3)6ahz$BQe&7GUy9@tw zlmq5gcsD;!vg5kBrXUB_^=qrs!+^dF={!l+AfyUdj|6@#LR@iiN};@ghJvsm@CyRh zjihJUbtpTsmA2`F2RU=_AUEvY%a(on7+D4Qwy|xr!nO~@5I<4n!@E-CMQWANA-EgWJvS^l-P`4NciQwjkYvhGu&zQ^+S_H7IWa5G#e+X6 zk6o#e&?USBKX|jxr=BZP6lv;5mF`iciVQSpcVk#jDyFJ#Jl;IkcvG38RCX6|%1ek1 z$8md?lBUFMP~L6mg1Y)0N=|l*1tv->NyL@$@O_!;vCwR7bV-4G6!G!@dVz0051yx> zU4gq&*}VkbRf(cy`udJ0_81-9yUnYf2kR>tZv*IS3D<+!q(q??SA&2STvuIP?M|uFFih41ImP;QOyq zaEFe7)zvf;gkx8rg=_8+(+l-6TbStOW}`|tERc)jvit)QL<=POm& z^=m`@IA4PTZ@aE?moxi~5Dl4LH1edP=Qktj^@wOWqP`GPSPJQF2>N_^9W*1sk^`mK z_Hg##L5?0g$dcf`ZT#wExfpQy%ApW15lSIbG)Sf38< zV0`q(%;q#l>zd=#{N^*@l^Xbwg!iGIG>c9Y!EhPgJ__GB3rDX=VQ#n#XPfex359et z#9y0?imfu(*eats#xU7KUU4WewVoGMw6_l?+?rWsGHN@ra@^m%0DIPD(?6Ovq_*%5 z+&U$uK;S z*HNnbRB!`Z$`@1mHhzSX>so!@mitn&gkw?NT?yqq(^bCuttx#bxlA#x@ZVcVQ|~6< zO`*Nbi=?>lhPUoz`>t2mZ&9Nm%hFP+xcffMFyyT3vKx4f<8Wqh5P$7j4xT>E_kJSG zl}Dj#_#!(#1LztA=Bl%! z$V$ewP&T4H6-^9U#ym0U! zJNE8n_r86sUj_KCL;B(?{CGS(d8EpT2?_F^3!nYe!Gu#>;37a6E2B&T-iqy1lNMt zGNZQFh3cNDxGRX3^P=^;XllEYLU|{vj8c&iaC}BKxODIBn%b^|xu!;{bLzwgW1jB~ zLjh9@1q!PXeelpA_*{s0(dTe``B^*um4uSb^FMsd`zt|W@S`x z5n`Egc|7B5w^?I4*05qfbAYEF&74ZN@=@Z~TSQ(?pJrjB@AA zcXH>}J2MA)c;YaBy6~s;et&F{QI$9gE|DLlS!CwpeC?McxR2a7LUC(RR`M*RihvM8 zLbEEN2J=m++yfHKJtqNjr{HAIQA{cN%}a>vO#vVZqLzn-#?c0ilMR-hTEd_56Id^- zDaiibxKXW@Lc3#`U(u9y9kjDfb-H$PryKi|na{Q^$i3-DzEsrxi$1}nfX1-~{;>wm zbO>_+PA$Uor3c;(1YQ7zK*$n`q;=JSxD3VJ5)$B#96ZR~4?nyL?^hWzOHF$2{>6j) zIW}J9_{0kwo2YVpyvp$jqq3_*b~s+Po#L)f*O#-c%cjcD*5!}oxdo{zukDrKu6}IS z_rjaE!dK47dFQp9?&^o!Ou6WipB~aNhHYUg<9YMwi<{neAXVGrZYQfu0v_?Sr_aGa zsTJCD75AKefH&Rjb8)`F?4pC`$lUFEtEj3aR8>*c0SW6$b=QGC&POR+*YXxYR(^E{ zr*Sr%qNs}z#`!X#+&sVLe8MtAQt?-aI5CWqUK~*bjlWGYiroddF=plj;rN3$tv*1y+_Y7Q*z;kKH2hVBa|w9Us1w) zB&1m2gz0xTh@_BE8>#S1zxD8SIbSck2m)AGfOF?$BTS2nvh??})Z5FkVv)_jF4yJa z;2`0;b+1a*J*^F510oApCDWh<)@{(&0{IHY5rnfLi%%}H^pz#=DK(~BkMu$_CUBySg_EBc;o1rjRka^5|We#%@ z38Em%T4XLuXm@*DdT#B(U-V@K(1L?kh_kae9st1F{$p*6rXXSqOxfIqGr2VE(v*8q+&OY`|DLc*K91y>55Z~e2v0j5@ z*M)$n84)c+G>$f?kJo7&ZO}Z?B%BR!nsKGoNZJ{^P*8}#iQk~OO_4xM4X6Xl^74~S z+!N=L1)e%^fV&@lh2B74f>5gbPiW(w_|zjD9hU(A_@@qLV7pxg8$I;FJmo!aJq|MM z+T<0P^6<4AVAG)dfnD}xC9(B=aNi#IN7PQI(wGc3}dl z$^16J&{br!0Ve$|fu6sem^}de5)&=C{9cF}1Q|2Ylr#aPcBcPs^532M1wbfUvih zsaSR21Pu4|aAjnK>ZMCm8x1Pu@=Lw@-?b>%uClIFcvTFmj0ssbXvYE36x0vbng6?a zcCFvVzJ1w?@x%9inBV#2?=W$3B3UM?X_Zy`T!bSST|3GLU;jZyM_Pd$;1~YyUtsQM z=P2J$mJJg1c@%nN;|^gMO2|_dndv~P?b88+ZyA)0G&Ma$kH9H7goRM5=CQrS^|BR1 z1v2H7Q*;oX{hKZ#AuG}93VIa7xen@~1W9Gd5lvZ|=bBvk^D9|(JuXhKwB#s-KLg|| zfpbTjzuW6WpJo}~0^H_u-B_&JZ3`r{*CT>U0kv<}Sbln0D(zD~G~&jaB7qkQijhp$ zTlNKIUnHl&)@=YYK!AK*9|9YIrD~Ng95}#_ueQAUqQ%?p+Q-}C{`dXTevXb;IXeCV zM~}#?HGlW$!4_3s|AAEfdYC_?4*3AD)-fN!mruj_MR?r?*t1@yfeeMrG$VlfDsuYy z1(^c6r9mT7fQRc)QMJqHMs0VT?EacI89g1O>&nbJ%RX!wl;=RGbvf-py=6L}Dyja! zR-dVPkJ%-uy1QD&7$;WW9mkP5+znV)hk&w{tI1<|9$CHzne7-y}!&eV4(jSA|x<2WDF1pe_v9`CsR73jO zRf@+nYfLtSjJlIW(Gs3_A@Q~6DeHi>d#%8(ze(29Hk#9}HM+6qsBWI}UMLi}Sib>^ zBKuU=@>-?aeM-B@&zd7Y%if|~WlwC4sRt6=Ljib`!xRNw~&ps$amo*qt=N~{AmyDl?BLx{C&IdJ+k58rgtOTGKwwXmmy zv_TohG)*0CvCZi4Wdkn(!KHxt&&{*^kIU@+z}`e{SFwA`Za#AFM|j^Kyf3p4Q7uZ= z^RCytix0fv1GxwH=rD#gdzP(&P586Mwo(+SSjIh;K?l>yOC5c>?L?IA6&9i-A3=Ng$nnVqRvP z>5nV0s%$fT(o3JKSlbkA+h?QZF@YXh=4-ho+JUt`k2yW>!J=KoW@BB15H%v2Cz~vO zb&!fqQ((vVes5CQ^yN2{?T4Ah+(@$HrC5 z%y%Vrj#bz>R)M?Z@Gt%^`IMs*h{z&Ar_y|St9=5SslV3}vDF`!+<$6|Wh6~Nox z5SZy8Jt5yd+$dnjQ7uStk2A-(kjc@Wgs!-&mBz!u z$y#NiVhyq89K}*SIS(d}=_PY+bNbsV?a%`9QB3=eknK*$CnZ^7;tLZ#UpeM8H6PMj zly7lLab-mv+6ykM?JMBUD~pWTu#yh!>CH3@m+9?Y%=NU()3#_mp?df58c$n(c6xDj2N}SXG zl^z+ZOy2@Hjh18y{vGBwKyEpG{QQK9FZ64#Ue{vU}diqnD zZI2F(@=I^~C3dafm3v_0=g0ZD_i_4P(@$ZzfH&mP)7L|pG7TDpekd(6aqFnzCFyPV zFZgnJQTpAzHL)jNDce0UAjc^gDS%sW)5@i)>yW7G#P{a}&;v5Q_{0jMReDVtfm)Cj z9{-|GI1{GO-k(}yoZfg}Y>KsII2X?ImccTgaXo-#8eL4cy%o@iIrqUrUx$FO9#VV0 z#=;jDSo-o3{skY`7Yqb~QXql75UFZfnN3)`dDDF0G7{cBBzQf3-~j)8)iU#v#pqat z(Xk3|kB1-l@O~zbRGAomfypBh<|oIiNxuo^de#Ru-Dbm4KGSoH^7Zzy8EKulZKJf$ z^cGmUH@vQ*J+GkW^k!w-i6A048wQZ=c;7lFP%%?UP zC;o!0)Fxw7-+y3Bz|*G#=9TJhq;uq%KsHDJRDJWqpljmL6}qs{B& zjMLYpih~8@W7Qpzd|nO_pFb-2%E=~Ei-NwQe2Y^yfW7FY&@NlxY;6fOwZo)0bqS+# zTof%+DlK+Y+s)_}s?GUKgwEXJb?2)C+5z_6a}NhU`&p^FpFb~E_qdWO%gfZt zWlomMRDgAb0?R`~ux1U9T)D#jR}Hx5fE(nD*Pzb|?H1p3#@FpYv=p)Q^(E>@>g@kd z?QI4h+4~X3&x|uZHO|s4B+DvL;+zf zhV$4W<6rXG;qKrA|NH}d@^hc$Q{Va&!A0qHclsO&%LA^g+&bW9z}f9_amre@809aI z)pg}h$0r4IKefO_jYxueL%sosYHybxzL(T)}YJB%2sr>rx?D)t2`y)8O#1RSd6Gzg9qI7^)soTtyl@7A&hp;>&n;f6G z0fjtZHjw7uyrP3mf)7KW%ZINedF#*{I&E|48a1Xg{E&SY*m|838Wz_2G|W#i112?Kjq8JBU1r)-gYNr8^-uI@A)^}{lj;2`1E1MPmkkx z4xfDTlTu|bYbtlYD|4<7xDx97yu@n`NSlie0)gweL9@j|WT{I-PM@tc7H;-{@ z@D$!qYK>9qy2|gaN?VIbJIhHsyG$OCcLVW8zjb=fgI>pn2-0XMnH)eE>A;u-Jgpb5eERxmE(!a1YddO{sQT(?TkcQwnTinYmiky-f(T>)L=& z+dk^+Rq*a0751l2!_GBv)(a;)e+#r5Adfkn)_FG!MEvBQ2A>~yQ`KGfyIYPeqqsW` zk?X>`Gk84>y9Gv#6FI{spqubc8^t}RLoN)pL&H@mm&?rPrOd+PU?`KcL7YfBV{3k>!RasTnGtfq{{A} z_wmp9Z1=YFuGhXR-R3R3*?mj8&5!)_M>u@qFh@=uNz3Gsw1FkPVWqN@+FcZoH)GFw zBdv5wAi;C@_T5x=R+5UUdv@%>8}#_h`Oi>XD5fpEmJMiEYP;73thZCK+t^Z|3y3$b z7cA4TOgGi`6+T1&L~{|f=V~l|VUfb6fGtg7JA{^T?SQ>qL0iTp&3JLKTIK&caDex( zT4uiI;$8Phn181>Zv1eS@gpxtMIM=Ve)32)tIE46)Yk$DV@Iz@X!qkxD`A98$t_xK zG7vui#*I5&i)F@!Uph3ZYg^Ao=s;F&7wNi^X9*{Tch8j-Z_h2ju63#6u0rLVwzgKA z2k^G(!1rwq_|{pUg{62KhU#vH51KW`#~HqYC^TDOT(>Oiz^xj$$*AZ0IIWw!nJ@u9 zuf)roo`b)94i=jd*i}P2?W{2-w0jQhUNg(+$Q;KP2GF5BuSC%jJv~tiv}dlBHg*#f(fx!!;ITmO>z ze=$$bmL3Yj1qS*D*yZkGgb|K%l*Mq7U@;(=ktrV&XlFZr@Y8?Las7L??P1ThJ(+QT z`?J*dgrRu{-@W6tHLK9`=mxv2BKlOB4L=mwuOH zi^r1IU6Y2JVqn)5cb!Jts_ET;v6=^3<^yA1Rya)`rz`ANskTSWh{mY~i(g!%K3-=> zL(pSv-q?*?kngs*Mu|UO)*#{iOts3ERn`4_KF0P`7~9kOIVzw(Qk4xy9XTw4z7VVM z3l2=zWdDYK31p52%I&=FW-j-YSY~XhyShGAIJ5%0nN=pUk7VIp0RMPF+B%wHtGWnT z81Gtjw@e3k+wKORJK`|E9RGe;GRCN`(rJa)#O(@2Rd!MRarN>EhYXFLJ-b})Ss`jd+YA5Y%<-( zqhEiN*`J!FZ)YFgut)zuKYQFg>|h5IOfVfy(^zV>Lc7?`2jBd`tKROtKXESr_i)ek zIut&A_|r_zO-k>4$!Udl-69jW)4d{pd$-DV2O#g-<8DxMrf!4=>>a)B+B$@g*?^Y5 zvc%$77g@U)F|5so(cfy$HRCn|HkSPBenCbwp_DO-fZj+gBz}L>m^n|MQ zSUrSDJ-Zozrvt#-rUM%W1aBQ{@P%=hUk1nXQcH{$3A6*=@Dvm*s<{SSI(IRB)Oa%-2WC!JyE@KSTU06)_Ws0AaPWl}r0TwDlLYtWWvJBNwng<_!DSu6@NS?}Zjv13Sc_^}9yDW_hqdyNip1Lm0{IDD`Tc z%GmXT_VEkj{Kw!wGW2~zc*7pOgT0J-W4xZ%bBa@(7N=RNFA>bf(0)NeyMNy2gBR?i zIsgD507*naRPXvAV;kC6cKvR~#N`PNO&m&~UAM+0DJgY$w<*;&<+_a>##{!j0oKiH z1ku_T{e?OUpI@MK-e+T!{(!dw_HNi(*X zN~O{wM4XtY@;e{7pMtAdW}JMlJCFR;5qIor@Ymmp588lt9hBXX^D^}|>01mP%p(n?gl)Xgly`>~wcS=P zKnM2Bxfe3?&Tl^@fqk$ntuZT6+Vj+QWz~Au_9`EJ<`%Htz4Xr~h52;+^?~qCaGp0V zic@&nEIVqt-ny%8J_YEia;rXUv&ytn-)#WzI1c~q`5)#zyPu4qU0plET1UeCKBxlO z>&u)rw+imLvG1!!9JK5>{ox$-9r{=^{OkVk2- z#P-5=Zs&Gt)HuvxX8l=$dD*a1a4}WeKX%v0URKZ!@Ys>ZGKzYO(yn*o^pnX$lR4}< zD)B%%tRAvFCn@GKdIL_$y!!Hp6ZKhgxW*_xoZM(@nc_0w@mwXmJ zw?OT=8XJ7snyIJlnwK-|T87POdE?rZI?`vm2Kd?|k6h17Vl}=;W81C@Km3z>2_rj5 z>VT<3qd9*hq#|#QTS>{lssXn&U4>s$Z@8xskPxIBm6A}pK}qRG8YHAsMz?f}bO}hO z)PT_lNQ1sPIF}g677~r5%u!! z9Gp{da8@fit~0&^iMsC5YF_?1>+rH{*~NZXIB(L{!rT>n<^HPC?e$tmkXjd$Pmf7> zx80JL^xpKBfG5vnYwM$hxibg@*KQ57bH5$;G_v$d*H_X_PU|%+d`xCz8!29zi);q) zx-7rH7^d%dJhdaqm$=Yn9`;Fj+Mah%>l&n1PJ=!1#R1&kEf?NMr7Nq;kxf#c&>I}& zl%J9%Gc`|N!CA|t&A{!Yx6d9D%RDf+Nn5z_$uDi^z219NRM<`j`-6B9Ba8$9O)bKI zD2t67r(npHnrB+1oEhQbs5^EYXvA9`y`$=z!bT>}uWn#YS5L^pTc0<)DD8w?j)Vn_ z_>lSZpNgVau>)AaM9=cH5%>VKnOa|$jOGQk*N#qw9l>(q{q{k1L=&9=?CvrcM~AA% zN4w=+7XjSbmU#;M9FXdWP3m1V@lQ-wT1K2>L+@Q{VP}0+S<_i5oaneX^|^{PvB zAl3f)#s~&8iDs)@fGFu3|LP!!cQoV5h0i@Ql>hY)l8jd^@J6@tzzH=}c0~{TxCeb| zzQ}74k+SalK&4K+6+niRBxX0sv_HJD9~9xqxbCW0G-97V8tLmD1lmMRZJYj-R(b~_ zK@MMWdM9NMwW+J0`D^#m30y*bveb#Hx{ip5-iYGQ&3SASPE3(cP0!UX*y8Sb(SG)$ zaqA>#bKkYGOaTqjuMJ_DrX!cthI_M+D_k9`69*eu^t$GgMeJ0u zd&lfJ-ONz!yqZsy3=igg<#>ZJmuG`?cIN|pyh0z2TBRx zU=x$)?+(|~uJG1#h{zdy+ArmEdZzTDlzx_4VWeyyA=IAJR|_8r*sO5=eP!9Chhd()5`$F!XLjZz0%TDdH}Qs44KKi2=<~YH3mUSo7hvd8n+*>Jvzt zj(Kk(ww|7TR;Is%$}or_0R$jrr!QAy|S0In;`00wbz zuRXkJw#-!NHErW!hHrPa)sZj8l^ccy7t$HUcGOX)6lxjyLu$?IDR`5WgZjZycG_Kr z!24op+CnG{iq7sdxR7%2ZNfkf4`%pKxBKqOwsk+40h!mB#}eTmF1|+-dT+GllGw9)5%{4g*K6I>xpX)3Vk)=^!+W9?v}2md{tFseMt&K zEes92{d5NI=D&YMD@PmYVfWG(_{SC`I)UQKY!luuFD#TZ5gS3UAJlPR<2o4 z;TQjTsCi;x_jorbLhUcpoD{?s4I?AnLmF+yYxot>{5V~DD=?j@6VV|;Mp>F?(^AL* zd^On!-Fnw0&cn8h*Eg_9bZ$=Ao)aV|swSBY#ze!aTR({7{0ljeKj%r2_>hTKx`y(l z&gOw~#*F6!u5w9=Rf8mOw7nM2L}m;YeWMLOF7*`uz;Py_yZg|#~eD~p>q|phvZ9bfMk}yaPzu28R`4dOMf3Z;~W zuLxc2!qK~BRDFr#^@;c9-AS434tin2>CU4^!?#Wx@bo(#jcw{{vkgw=9HL!^#atY3 zla&!cUDwBTbN+^>0^IEN>K=Q3`5)Lx7m3!NfBFavvd?J@ZxE?N_}MV>&hcoIFqZH3 z`Kdt(AVDjqC0rjv>~mJUg&#iP3}z0xQ5Tfwfr5ltQ!{fg*VR&_22w1BT6^dkx~}_y zi0$K3Q3P@l(Ngm}yQIPCoVDBx;ymgxOl za1bIcGGCT&jh&!1%};qjfJ}7wE6&IkZrxmnnVJz}O~~t5lyZPqSghfbUK3CnMUiE< zB_fZ+^l>-KdO2pp%g}E6XQ0sc^Tf~4VnrR`JJ51OgGI=8QqfkomQ*YmTeQ!;-gi`2 zOG}j3jc$N>EyloEJiJpOZGvjE(+z7RAV4|e_N{j?T@`l}*@sIS|EHSc66e}&MF6S- zXRfh&3T(}tVo@Y3Kk{~*Q7a(0UTOEgD$|t?$v=prm~l{fv-V3~Wa>E%Su~mAvMx`= z?x=tmXAHQ$th0+p8u@lz_B^9Oo9lVy`K9hYa(8jVn%f!NGar*r&(%JXhVR4c1j_lq z9u3G_Ioi<4tJ4Xr&xGu0gZ$2&Q%)-qLdVt_BcChB`^hu8^{RE~m&=9I+E>QWCD}(d zGN}emw0ylplSC&4HDs=bvp8C?|FX^X)1_Z8^Ulr^M!toeE}Qh{iOh9I1)RMrX6&n3 zpqZ(6+v(p98{(keFCw8C70&`wz>Mf_y@LCe4L}p9^< zl$Pur`*{Y5z0)Ye|FViukQ9dy_I4g%V=^z+@uMrkrTl|20n?3oKgtw#w5LNVP}!;@f-Es}~UN_@H_-`_-3&W>$jRT_x1tocmEM>L;a3Xi3=cJV({?KiCp!ifiSi~hk zlhXd|`xl5`-hiy&9I4pd#Wm>(a_zcNfAs>cVY_CVV6K()2M1pN&4Vn^eX-@g$4I$Ud--0%c7R)r^FwY+(n8lVraH%5)!igS}@@^&X>VdVFLZ!qhTShqQH_3a}K zbKsFpzFFY6e$oHP=ziEtZVd@Wrx+h?b$TS6zbdqSAn|OhD~S9&3DTKmR=}MB;Y@ugSF4?R>E$UXOvbW%b@{#*nv4KX0i7O8ik)c{8`c zxJL*R^#3EAt)d@{OD0hZCri;!(V80QD<=d2#-07frwBK!W-=%Z zBUJ|As`Hl_7*bf#fhq!**{BAqZrt@31S19WmoJe$xT^~{GLodz8ly3>>bWCQ+P;5Q zte=0CG`0e6yG);0%Gf zb(4SryB2IWVMd3V79e(LYwbZBw(ptPS*>t6?`Jo+Hz9!=f8Y@eLr{_ADR9;S^K$1c zYQ|L`9mu^Qd;8+(G0O5sz^N@EvWI`cmk}*=z@KS&0nRuG{KaW)5#EKYVCij9@Uh0+ z*)3E2?3UbZ3VdIugyvM3qN}#adQi=aiI7*jjE(g2+|kJxF^zM@rkE=f7ZLjhdFOC* zJ+a9^n&Q1GK6NtSi4KwrKm~dRn&&sYNZ3{B^`3uu`a(eu9iW-7b>>3xSUXMPJ2Ea1 znHVoWLee@A5T5AX{fapNcHf9Sv3moB1Yep5!Y=GwH`T?EGwvkHM9&f|O@I1V=d`3c z72;XDG?|-?f0-RRCntw#^&Agyw>RKn$X+G~2iYjH` zds`b*_40Kr5KF2q9<yX&nAq5-6F6TQHgaHKN|Z07^lxcSpNV*6?qF=k7$*I@q$hg}U2i zk;e4sf+`9+8PTp`E}9?_WB=&9Sg;WqIJb7p+;bv0oWbG&4auGCr~2c%ODeh{{dDj* zU1<%X^T6#rkk$$0wi=eH;rJh1vc3-Z6hoz^~-RDpxpP+n{>^UpJ5#f3yOY7v`BJEmM<5A}cF}tAzd9>%t z-_(Si{g81_d5*V?xT82bF#I`?EIW9!3vodDg5;gxk3`QTPE)QjBc1vsv$a? zuI=Wji`F^&T;i3a{n1mBQTacr0%Ln~`epNF6`4yW6t$z`MFmztWoPs;*k7Un%6aZM z*D>fGV6(8>L+9Cb!*O+*6?(3X6%P%7`uO2@woNQC5t?ZzPU)>m8yN~ni(ms&+S)o! zrkR$eIUbHNc9TE&8Kp82a5@|_DV>VWnqsy?zWWMm77(V2|K;ati%650`bpkEqQ>T& zL!d~A97T+1RB&ZTKi?OZk;YHa_=6t<`;?po)!k@8JG7oPO76Tdb}%}-JFl&#l2phO)+LV>uB<+8y+ha5E&lqMS&Qu@7F2<4!-|4 zS8G2}TI!a>^;^^GK8lJsFv(#kf zrXyy`%~p9AdLO_|FRCh6lv^Sp&0E}6q3qUBp=?-baGxhS{-Dc+=gXs=g?~nux<8&B z4 z|D2JbXJ59tYnFkOxJq3g;aj#90w`mW8CApEAdAY7@b-AX8+UqljKB&<-ur?d=J;O{ zq|4J!`RJN-ow`jv=lyY;ViT(8>cB^nrIZiL*r=OH zQYe4;Z?%O>9G6eAJ~#?^u?;w@XY*GNx{D;GH3gku=`WwQ%~i^z^&8P$f)J)LBd`GA zkl9VqFJpB0IpTo3&@7t!-8NFkJccSz-KY^Z)J1X(2Zlxz$(+~ZydLumz;qD8+ebF| zocq=M>vY3gr?kp5q=mAln}xb!Sj1eqahDyyo3=}lc&iY*+SxfRymxY?vsP|yVxGn? z!ITKh?sQ(I(Cnw1E^7U)53$|x|DFBARj=hOOsjC>{Y5fk6R0b{dOtwNs$P|8q9z1t zlD?{6+EPOetuKXP{Z36m>Rkj^zyEXL3gZc1T~%(iOnw1MJ=A0Mrc(E7W>t;GYz}Sv zl8Q^{=l8@?CHJI{SM80gjszy3UoewJZ>`6{<#3-xtmt#qAp-|wG^3Hsldo#UUoXcU z73UEyyZy|;H}aBwzgHDXnsx^|k6eL@BzJ9j(-N>lcfq=XV0OW7H8J;^0czMmX11Kzez|N>YlH_32NE<&;;-ei-M|@y^)ZE!|x#SuAB~-vRw-D%XRfC~f<8(a6Sk(C+uXg!uE?pQf@Lp+&rD*m#; zChNs4y!DK76@DL3W_(}Vr++8-smAjj#D`ncT9OwMX|cj}M7XM$f2E>;HT%3tafZpL z{2h;^kI)L6Nn?Ox53-e1R9WcsiC*O_g- z0OY{KHjKao#o^Szv#x`jH@m{+J_zTS!(Er^E2Un73q#42%S$<zcbjOhNcOG zP`*+*3;#yJ;{GnjbRD?nRVMty4mDe?OJ12iq!K zzK(+M5UxY2&g`?n6(mTBSjesGIMCGSDN5JVU74A{XdC0l_H=E2Zdf1-Csg;F#l<(X zqGQ}=&)oVmtk%A7lA}~=l@jFmn0b|(cs?W~hU(a-EbA=wGe4}31IeptDFi91G={Mb zc{6k&iX<#~XDxjKb!PyCv#-hSX!F+Ak!4=V4k`8f%$`n#GyU{d+kA`Ud zR^nkSIQP55c!vj>A20t-2#An2>54`E!LY!F64UVDiJiLPM(n?hbbT;tv^1GXjkzGxeLvZFk zdby_!T=+FZ|J*rR`{vhzgf{p!Hwf_SkvcRDn;Dh;^(w&J#B^+X{snBUD5C2ia~zN= zYT$2Y9&Sh@3K9V&Rn^MZm^7@lUm!R$Wa81}SV9iGi+o2f^JEd#OSmCzGb=kfk?}`M z*>}U=iI_01F-y|fRF8U7Wrai&9qH(cA#DKldt=s%PkkeoA%}qjbfqI(hqhRI)p42^ zKmL|<`eLki<(Zn=!QSV+K5fmr_n&h`t+@7v?Qj`$`Iu__5RG9;oXp-l9a!D&vSX-& zRBbJP#?k(o&%f-{mAi>va*wPrOJqmnl^?cMZk-6YN$GGMiL8ML^>ACtqn>ls!mB~M z13CVF2zqWFDU?b;9UPe6t}LzM-l@NBbX0SE6;r+XOCwUxsuM3Xl$?(rXf*wdJc2&_ zP|E@q_oefJ(VLNArn=QYIxop0LJZfok}~gKeJBax66Norq8Mtv{#=;LnDQKX>0rBt z514gTe?hVev4iZfsh#$Gei#9l=sJqlyBp4X%(o0a*nP$}aJEQ+V}$;xItqzsbDDi% z0ps{~zjq?T>6q!!^)O1Uj|>C}r9#63D-4Yx=tps|G%@)UB2&|@{JuqsW~bH6MMjAG zhtYjNO`m+8k*fe$lH0~c>TWjW^iQ$8)Opc^9^p>FkQVMq^*_hZ-ieo`Ru=gF<^}Hf zo8`(d!}IMga-yz6+%Di=vSq2G4r@)d>!}Yvr1=?b(c|`d{ngTTuPRtctlaHVlwA7> zwebfntP+;@^Ivf;hd2>@UlU1^Pm579=hFBHj2KM@r(dI6Cbpdf^em=3j-S(hk<`qV z=aQi5?1F>++kKs~LrFtaV*D`upDi8VLDCGdPS3{IzGdiwO#l?S$5i4q`_FF$+F~$A zbS1cux2%dP+rh$y@+piqlp*I+-9Z;|k;Y=pUAlkoj|k^|;E50A=8qOFQWy?oMZ4bo zf!bFazj;=LJX4p6-ln#lIMjG16S+gv-ZyfK5)a5iF)gJqvofEuEOd&!(a&V^x=8)z zK#+U=Gg*+li5#IqIv@EwS$~mc4qk61QQ8BK2ifQJPrkof(|GUx&W(Q>+(RyzNV3`H zJ&X1Q?cf*J>` zc)ybQ{i^G08QD8N5)&xcQmsSJ4>@fN-wSV;zYFZP*gaf!orlB8N|MQ*k@aT0sppyl z6>=ijhz{5rYaWy^L~Cy$mMu$H$-W-&JG5}u(a8n9p#r~`EgqJ>;bKS7L;l=ZoB9wNMeyVVH)qKu@M-fUgu z*O<|!#a=M@_rnMH9BI1T#DrQ-k*)=g-wS^k|!q=;&|fDJIqa5r=IbP zyn0Hx>S6)#$*=xa9RXm3F)}VKbe4X({wFXoZ|&Mp+(JL&769?KE-@A4ymYJXI2_K&`~nM_PHa~PdGLWO+$P+ri`osKk%0ZgBH zWq7t8X?Cm|^cpW4tl3M3f;1eB`s!8DXxHCACnqP|4@$TqkE1g_XjMK?HN;*j4>D#o zShh9vZtrc^S#C|Z2LUh}AH(tewtkJ+5)N;UG_$N}rWwVf{ycG6O0DZN;r#ig{&U4! zkbS6&|0srJ%ll55l=458SHSDGpd;h!Nyh)@0;qa&e6Oz6`}UuZ*d8IkM}8!q_R;41 z7))xx7Oj9cclPz1o?esR4ixK#p_^?&gEa7ylPIb74B?p)dOw@B8BgaI=EbNX>%8L|hp!!@jcM1yN)+4iEx z=zE*+?1jk!{cZwyajo?(uHHFcGNl2Mb^bbsLmxvtTQm^M>;&4Whd@nu2N z&@58DYy^)hDEa)4;Rivkmk^9Q6=Oqf1E=z3f$Fgpo7>e$PNESfNli0%xhh1FEQz$I zoxb2gslS{0M=;{8;ml$(s7!6@u8kaRAgy0*--^u#bd{QP@4BE^y*KKO*sUA#X_#@5 zn3#h7?)1^){o!1F=-+dxSu77CKoYLFIt6kNC7S>b>RUclTRdCPhg4LcvU8TPg;ai+ ze@#rv=SXaFuQ$;L=(z&>0?5LdFHe_hcpYD zBUOb`T)`*)EWM2wb8}DwCxd&!9al;-pM*q`-Rcd_?wX3siHmkf$)xXs;XC2do`fat z7dRIu5<|p8E$_;736GNDe+Vlt^o`fV8}$Zm1ABqi<|%Q@aa0akFHI@7d}u_E77gW! z2x51(wEW(@-jK=<_Qwnm-6*F1UaHmn z9qRN{V0Q{yzHGAvHH{5ZQQ*zcbEVXCUA93}mYK)?KDBaCiz0?t(5jzx(`C%+aF_0* z?r^rW@>5wtZ@*A&sg>0ZxY-xZvch)Kz~L77UW^kLtH^-a;a-P}9f51U{NLOZQ=?;L zVJ;qyNvpU(tq{k&&v}U?iKj=*A)+?!w53hE89vrpQ|bcZS>@pq&7&{L*4XJd=)#s^1i{&0k&o?jp{F0UL)eCNOBp$>cxl;~rV@v_df``9)GMyHo+((FYXwVY} z>eu1E5UHB=9=d{mmQw9SmXCe+T+&r?4CaeEAlJ}X*2zW3{8lse`dlO&}u z9$OxP8N#Vyaak|%kvX>|TXiva9Z0JW+DHA@Van9Mx{cqDs;;7%J@EJao6_#r5=DMT z%Kk?Kyg1?d(28=v90c_RZ^{SlRNGRsH&64eumNg_=1?F6PP0v!$yZz((tDxjX!4Xr z%|d%nM@m$b_4mJg#nL#s9@8~JPG>+kcOV|@g~QiI>+#nKt`-EdSf|Pae#O@-G_Ors3&@n^qN>P3!YYQD4ABG{FWsKR*m1mM0l z+3ntuW$wOw5g+LzO~ME^QENpLlz6FfJS=uiDTtdNb&;4?WNg3psV|c#ycNqyG#(_*|EC<|eD6yfq|Y3Q z)Hm!87M2*gG;b<7&`W{5u9m<{MNe==hRi1`Aa-9`&5f1~WPe+n;03J>*IGhMScUP| zeZpMv5g)+eqN^_jr=$W|3jlLJCR|EiFBu9;9#NU^r(6v#?eeK`7qVy4zWj~f*;Ie2 zcGePh~RsT1XX zv!M0(d`-MLO3CJ%l1=LN_5;-d)RQ4-4Qb+tFWJ6Zg(xp^4_KWJF$S_?8qXN+3P7Nq@JBoF zjLFuX;sc>_cP$e_k?K?2uLk}SKas~e>&_#W@r z-I*fvAH^VOY`U-|)~QylKuP77ss?q)&m z()y)f%HYL7+AOw;gHt@Gl|wP7P1R^DHvX1Lw;ze21hE=bd8<$Q|26KZ0@IgFif#f~7hgk4g(ymp`YOkiXw{>YWttaUU#eKIlmBjBHcMD33t)TP3Q<*P*?U^T@oQ)dRM@q}oh#*;)qs|M>T^lH5q z?o`n58||{=;}*sAV7f@9%E$n<))^9E`x}M?Tc4 zH&`!wag|1E@~hXofh?di;wr#ynb={qqV{2YU^GXPXCD4GfS<3tuhUW6zFi0PmjJeK zJVLUbT=qj_WJ$y}E9OurxNOa(6~cEi8j5=3`?w=hQmItB;c@cM&8=fQkCzOAT3*9oEI+e?e!Y|$f_??e zZMwN>t<`q~=V=U|1M{2$>kMtsc<$!LU$dx(Is;ps3qhvR8oX88`l))~lT-+;+C7W| zO5yW+m;~+Y7I7<_(ovy(<_knzFauHj0Eb9WTwrvVD zKzjOsDelFy**|7!w*HohHhOLf8fHLo01K{QjBgPD0|Emh7-glUh7v8L4Ndc$V=tWt zl(q2l@p!wFvL&xL-&%Rt`d}vVP95Vl4fxgBTOz`*c zu#qXKfk{`v7RPoSG>vD=CVYv$rA?6X?eGAY7&9ku*^=TfB+1#xuuh=n*SG5%{Hrs| z&_|5V$>;!5f*YX2|4#VuFVtTd2y4*uiIMB_^AFb1H<=_wY-wibF9i8NTpIoXJni|i zB!nYM{DhCE9P(%+3#1N3)G;uJhEK}?Qqw6GenwR4A~a%s83{fV{t6{H?)<}VzuH;_ z;n+QG{_~QQWapRT2!0(Y_HDach@0fQZka3_+AMJ=#&w%%6i4W$&e2UP%FjONbx&w? zPL4Gm-Yxlf;%fa}w}XgjXicYMt9}e%0Ucv8M*=g-)fhJ9GPr8B>{*?jpHE?ZRZy#_ z^n{r;_mIX(1J`k!a}EoUI|h4d7d4+tY9rg3MGx%lRGe67Z*yoJb9hs4BI2CG?@Ycjjia83hZ?+3JZi;@2C8eN+$!bJ0I$t+7^ddd4n16iX z_nzQ5MlFc*0%1PA7{)`kh5nDtpvz2zdH5P|48sXnVNjOz6Roi8lY>)tRr8}3K3co1 z8ElLkt&SIk9u}*s6(;9(Co^msOP01LEP`)&Gif;(4GWKNqFroNj1UH|4DTbRvHvO< zw1w5SX3G)Z^|8ljrHs4RVowy*dqEH=w1{`32-ccXx@nM{)Z0foANzK*1jZ|}li^x4Eb10bY1*np2Fa%7_|~*K!|MXp6k2DN9OS|oS-_OX{8Y_6cP3*XPC@(Ge!waTYZiR-15q*IFuWpPGO=7^w3S z^x3{kmhFY0fE&zo;lQmb>Zm~rpma3eopBR~ydUPrQ8fVDsq_jOV!<_!li!j$7u4GA z^aO@)i;TVNl0>p5&FJCuf!9JzCTC?~N}A$u zRj^;H_kvN~G4}Bk%HSU$0JZ*J`h2S0<|XKxRrS%&jo_X_;zKS-f{%Dre5}ee&|Mw` z@%|uhvYAP6!D`X$oSgEALjFR|flseVr`YV01V7h*f_C1&?aGrbKG+BRIP!;8_oI86 zG@d}6L{*K0P5Lihfi@s?0^HNm@_RI0vI;z+-P^mO3Zjd#&JcBhuKj)E(<(wsvGQ7D zkG{yt9H`?Y$|qoWj!t`_s1yVzB?vI(se+iml{%-Y?ar%mr6t0@2Wukt66YL=kRRttG&-OG zSbHgB*uw#8a+X5fF141}0W0}7AozYnpeUcw-5mmTz0|Op+ve}k0K!Fh;({?Q^`%#F z{OU@S;o>@UL!Au*W3>naR3fD>(YnumN?&RVi~z$t zh)AKnzO|i_vsuDrJvO#EarVE1lmbDCZutk|)se+s*Z>mRgD%`_V~jO7iv-u7cG}PL zb3cbYpiiL3Th}Y#gZbXT35Q@mG|}8hqY=)1;g+)^I~r_x%N9eT?#1Tx`UigSQ=u06 zYDrE%SyP>5TbJpO>hOI+(zXSeD?=1q5p^+-wd|&Iw-NQM5&q8iu4EW|n7i%%00H`; zKo+!vsFTeGyP!MxuhaS|`Et5~+`ifcGzVL63>1CI^2D%ZOz!hgaG6roj#YVR?Sj+1 zlW=BMmUw7SR!4_un&GlWU?P)~3tTpd`39m9=8k^^z{}|@Zo5j+YV4_L^W7x>`k%1( z=CA&;oo#wr-HcoH5hkWa?sEl9-#?05{NpJR(=~o)Q=-@&YsDzBkK(a&@bz;su~+z^ zizBkWCsi!1@A=^59TveJZ2W#dPUW~`x?V7ttzH{ZV9;K`85ZRM7s#>IP!5MsbdN0S zfv5(7>_m=9jUm<=pC_4x#?&}lVLcY8fTljEg)ByW;hsz_$aCYQQ?xhog_aig_)`M8 z6)v{TrZ;`2;6aU6Mm4_-!WDDnD#Sf5(Tbf(cg(yqOJUkAz3Uae`#omddFbeb13oxe z@(!wp`M$5jF3Xq;U@qL>pgQX3gH2)X1FOIBX-G24>$7-{_ua9i=0sysyIBkRXtKWa*%gRBA5rsTVe%-+P zIZu_tcRtnxrqE#mvG^jC5#x*0G%`%w=Da}{SA^mNPp&mZ@&61;dq{2F8bTf3H!x< z=YdZfAAz&AK>Y{0IpW-kT%ly)r9#LQ#PSN@*1;tydl;;Db<+0>U$=)U+yT>~UQ-x!diU7eiuzN#-c*s`hK#+4KieyaO*mXhH~f9qxh zvhb;R_e;~DBWiNVOZDTp>5%ZXpvO91V%5#qb#p@8BMI~_u8pQ9`NT!RP;pc$?k5|2 z=~c6w%2{M4K?}ZhNt0;sac;FF0GNCGJZk8p-O9F`JD6ob^S-^SYvS$>BO!rsC7nm0Tv16rF!D|9 zuh!69-h1zB>(?zY&l({jIZCOT_a77f%J%FD0~?F;K9tjEadut5vm#I93XL%6)+)bX zP7MgNHMPUSl9Iwbk|s${Pgn1fqx@5K!zB~A-pnw{%nE#~>>2#beQ9vt+ao?%ci`0@ zIlC{O;P&TdiV@pk9&dkJ9urW@qYr7muv!OVY4aJW=@zi5p?;XV7i5Xc`vAblC*_|4 zHprXW{d6tI{TUtN*fsx6-ZpcxL3h}(wJZP7AMxGS)W`C(ddx75GfESq$bf5R*D6ag z98_435qJskz65OM47EWiT$aWA&k6TgTge-|n@8fs5eR|$Qo8cR;E%P6w07!Nz-wgA z-|EH+b&M&jeNGF3Bd;~R5alA2)2ER_0uh&@^@+4mbw#t1`eh&eP8rGWttf@xSveW> zAgu4LbvJ5p79$~4t%oxo`3*pXr7IRLX}`W-MiV6`I7vMVwvI>*lsWTpyWIw#{+@gB zJV9EBZf@Sm<9tue80aR8uBOc73>S~ZV>c4&()Na*Z4hHyp%&+|;E<41)$QQQsSFoq zb-IsIQq|Frpjap!3g4rTDgx~%oz2}03H7`#6e!{`5l zM8g5|yF2{Llg~vDel9t))qw|+w81*^=Ea!=e#0fsLVHLcTn?rqyXn5CCD&W_tVW#1 z%#Zb1&En4(+v4ts^%V^?1f%r`&}nKXEDEf+o(?_7mAUIN6%TGt3Sh1}YQ^x#SOKhQ5Njzm>m^W zGFF|ir*vF{0iF%RpI9hr&gc`Wc#<1XAb^glw#mm~Luavll zCU&Gd*mN9p`n`H(r}u=Q0AJ5tB+P$9&Y>*Kvm_KN{K=gAljYQ$^^nsUy)Eze(r3YO z$LWazsVBNUVeMoWP@J1OC2^vq=2}79iSgWq3L`Av=E9m%%&whGH}E2~y*-v!P+~k$ zz0WL$;Hd3@>030woUc6|nt6~$+_%akFD)YWhUjIHPVBYp-?A^OjiMt((yLY**Dv#m z_J5UJL#Kno*ZkJ%@+ZQ4<2o&qi8Gzv&Gu01aSyzp(|{=whtPfb6=aqO+=p zM%C>TLP$4a_2idi_R`r?CuGS2_asW4G-E+LuC2vfD;&EfRcw8H1UOyqb0hY)o2`H*KE4#clH| zm~?k5iy5DF*TnTaDenBig7fV6l`t+sms=4=`eQ%5#_0>Vw&D0B^o#}dFyie0Z!h30 zr!J306tbvdHhW`lHY9$ijAmUpJC8en4Ce_e-;-5VomDg|q5Ln*LFki1gZ^-(zJ*%z zjn^PusR_NEsDj21^D(-2jlXL|G&k_~RgtQUe8OxF;GWBe69U*Z5frZq+I~J;((e3Z zx@E#PRa3GEv@F-El+^Qy`6zXKYfI4G;XEh~mGatjV)n02yy3jNDJ zR1`v3xQ7|39$YU!K0V$Ij_3%xO_RtNd9DB0F$S@C5V1?}XP+U7GZ@D4n^zN5CQ*L5 z-|itN@-mRu{c^Ob;`j`U17pM4F9l;DODx2zvX2VX>BNW&QtMX9##vSQ|Tz7-?-hQgv-;VJDV-dX5JF7uF4suV#r);ZG9w8@5cu?sJ-0Yw)I8+F}KbSqXt zqQTa^)p;=75QF~QYvBUOIHBR}Gh!=uqmvJH?h(?9fC4;XMB71Ogm3Y>v;jpr+CcY) za0UA3if=vFXXN_2x2GsCxNG(_o_15`RX@b5mVRW~)kv%Rq{3k0QI_%XPQF75XH!wgrzaDT@L}LO7h63xU?b z)2(WRg4|N8!_B!6Ca$5&E6h#BzN}?!c@F?ttSkG}pP}=_x-}XLG_CGI5xzY@=d}Id zZK4Jn8+~Hr%aG=!IX9^)!_y9TP_}*0L+w-~Jl%>t?!n zFEf=6`x$3>M&Qi)?v+Z-;Th(no(A_?m3Bzi#MD2{h3j+0ERtKma{$?tQf7Yj7(Vkg zra^;h8r%JOy6>6Lna1ijwUZ%55@FI`FMuy#%IgtD-rpOb`cOv9aP>ZE-8FN|e=R24 z;S2JejDe20hk$ig`5;NsphdurzkSl=pIdb1Y*#(xO)GsCYse|OVP5Zl&}7if%mJ*s z)f~~Sw>s^`xDP!GoWsA4>b-mbv&sfQ@Pg=#&m_;2aQ%U+MU$LobBjRxh| ztn+#cp7COuab|9bES1_duBEzM6w!8G9eU3R(H5@>PgprKUUr}pxQYbt4g+|~ej36D zuSD4tn0sV3$y^ex&FgBM*{pGn!r!{>x`Leo3*P9@^b`wCs)3n)K2r!x-(N-8!!B#l z11Dk{nxb{r-X*kn+6;Ew7v_y_?LO=VL!z0A@^{{bdCA#M^Lsvl=v&t6eHp0ZOx{O=scOg!{E|QaTi*Mkz{nh%|`O-5t`+r~#vql9uk0?v9Zn z-5rC`AdK$j-S>B0@1L+e+w+`rpU=5(IS%%C{ghrRkD;r*!M%&^EMX+Ybl#v>5`6j= zHxm#4^!R_*Y%jp-PGD^e~qz{o6~roPNLsCNr|pDxEc&2972nXFr)$pKjS5 zb3U!J96muJ&3e;{!mf(lyVtN6=s}BqWiri{J>R}85 zAh%x|Z!Y)p4*yUf(-jO|-Rx|fB@FL5N{#qV(mEzOc!piyu+C5iBg`sGKSO;;bl|1F zO#a}KoZNSxmBKOINo%y9|rYj}ZNX#~GmO8jv!lcQ&8Wo`k_n@SzMWsfJ^h zxXKM(8fPpR-P^_biL5lV;k@H)`#{G)5I2JLgM~0q0SPv>g|-ZoX#29{8icm~4S?RM z{zx`~J72%+9^_f!z_q(%=1K+m^DdCb&4GKh#i!P60*M$9_BC9 zx2nVNWS9R};_JzGTH@F3IKLdfU&)5h(j|R#{A?Ns!FtHsPLJ<>JnFhfb9yKj3a7a~ zBmcMCVar+=9$>Wo`6Fd92GWE+z`yFM?JNQ(zHVguVv78?xFMcx2Pbp0p8528cFB>Y znFiC_hH5tIt$_ulfk_zCQ^7dx%)c*S{_KLmQRW1!6NIRBlt?m-XffhjP}!CC@9dIV zUv8g#9PeGX`FEHc8Gq?#^a9QquSxcSU`CbjN{Pl?srqS+ID>JeGabL*qaJ(j)r5^q z?Cl)YfBFl^iRcp8+$)l-pu21@j#?_UG1zPaK7R|NJAO@FBHRt|hILQv%Q!6P_N~Y` z5SXJKV=sq9ddEBjO~%(Au%lu=A#yx_MUm|;R2a4hyCVLR3s{>DG6U(yXt#nW#4TL~ z|GSL293SRd=4!qOo@*e^HpIDfWKjhl<|2%b+JxVLrBOzBW zI$;tU>+nAZDp96yA5O{66DR#V7O0sIyaFuuwq_S&NC;-Nnzh3&Te3E@b?IBH9Zph^ zj~oVmn~H>j%`mynj{rBK$exJsm+zhn3zTJ919-HVZo6rooMN;8#0p4U#s=R#U+=DM z^h3l@eqe6U7HYx1Y0T4P>S_s*yl2W-`@yY#Rm{rGA`Wqq1QUhwE1zDoH-NTuqco^N5%IG0INNkO3vtvOvAYOHP2U~E`N1%g zI&5fYXfKIEppno$UqkTA{=u78Jc0Jtv46w^MXO_fF>Y+C<^ACvk+Y~qvoSG_@)pf1 zQ}<$(JG&ij23|yy#&4dXZ1uw(x9!#*DWpfFv4)Y2#(JG@S+_|`!m+oac$lShhdD~6 z%D(k%oSP!WWPi@}R>0$HC9I-r@+5lvSg4=GC!husDm`wi*rTJHw5vB{ zm|L9%jt-*So4>2AEavlvP%i-(CKu|3`=ZCUeAq6@DTZFTfhWJzVIACK0x#H?Iy>VF zTbditX**UrwcCCX50{)d0j&91wCOA0clV3e9HGn5stN5eo(;nz#UBxT%#I-|D2Mr1 zmgWYte7#|J(~4bV(Km;Zau!LdNIBi!EPw4ZMV`_0x=_!M)iIoq5%H+?-6G|^g>IeK zoE3ydC(grM@BV zMwm3}0T)Dy2zf`O7%E#%#8zEnP@@-A6v*3I=<6&X(49 zqwM5H8DGDx;lN;PN*x93 zLo2e6?bSZV7X+t~kMHv&^IPCi`re1wrxq0rTQXlr&COG=d?NsHT5EIxAe0CwJ?fae zu1F1ZrrdCVlG4tQN6(n9lD4`4J4!^kb8XerZy-j52+QKqXV}^wG|*Od z@o_RR;c`fNhJ#x4j|l(sCw^a>9OQo#%Y1(sBoVFJdiL9W1_zXrrf)@!s3VrZaJXE91zxCr|UbKt!6!$Pl4HmPjl66ZFD3QE>?gYr0V)H{M_AW#zshWX0I; zFShbw7AsNlYWU*;5(4>LF4gumL;|i?y0yEWG&NgG&|2J6Lf6(a!7;D!n(C5dLBDKk z%Us%0DF3_tYI))}sf&vU!&Qn7xy$sWBHWVLqy!@j>2bT=(YR%VPi!k@y%cOrWkUQcAVo?&*V)Jnw5dPVg>;}XYSBN4-dpNweeR;O69ief+=`a zD6~8}V!;|;3BJ;O%X1g;!;R?7u3Uk^ER zr`b1&GR6Jiuvq6CeZR1bE+4CkcB>_Gy`<|VnzlP8@-5z$;!5r%n1|4l+4p$e@1MoS z;Qcu=EJt;7@69aZrm_*PbPjeV?RK&I{jP*e<+vYqnuZZpT{4!n>R*4V(5`+3E}R~3 zC2;HlF;@20xj9%xFaBD2<~}0bjd@{jp%>Ow5Amo_n*1ft`x?P*G47h}Qc%%;XxWt7 z7qIRl?%=PuWB#(o$nX%xp{jHp8Ez;ES=3z_nmV6agdg+!SYFg;674Pa;D4$KOnX#V zk+}+7!dTp|>YETc14xqngz##B$a4?5me~uEK*oe^+~=**^W>GCLKNE{QIQXE3sUsl z##tmFx}7=!17yvSNiksT#nu0&nvpF zdU4caq@J$x^bRb1q?idoIm|LKEErP8Kql}52D;YE;z$#Xas@!qoLn(K+y<(t<8ieX zu8>T-FX=Q$mZ_8`Hy_5` zi@i9&6EjiF`y!&VL_HIJ-jD)VZ{_65A3r#Nb5t>`Il677{aE12K)6pf=NXDg{IZos%&`8?*ZoasUnnLn%; z*dT!rC3l=smgXRlLN7C}W|20e`T%_a11%47-K4>`-z)07zrnw#4oz6})6R>mi2=-z zDA!bkJLN>_gx-&@5oj77HXjghbW$;>_7;%)mY){x^isy3( z;)IOYCYzzskQ#|TSS*18D!)6R$OG}VW`XH%hX%RL^raP?7s@K4kP6A^E$V@`MQlH` z!i|&8v-{ww_#lZk>!nXWxM+|gBTr)qdd|7cu3lBIzBxB}JD!x#n?{%wc%$^}0bQu-Z5U4V19f!L%~)J=n`?Lxy>4JZr^Y+GCy{rk zmG%G8_U3o)(j&FCr&#|$)dSA+nzUaGgH`h{Eoc_zBeVxXRjIuD)l^$M!y$nSEThQE zEoclTOFnxNFsi+Kz}-zTv*zyt=;EoCD<%~`eFT_XAhFK%=nC~LJ7|xCI{+M+{}x?s zaoU^nXlz906d_UJ&un$!+NaL1s8W5K*qyG<(ilX0QQsEU4H$V;*5MS^X_vYfWm}cD zel1v$DFzvY3##55g`5{ycx-z(4>-Yk{vwDqn(Jte)_4pWf6m&GSp$l(S5_-Lque9j z^E`*R^#(fhtRbI2hB4unYh=H<60&C`>JuTJA|eP^6Fy-4E}rV*`^$761ciFliKeJbjxbO-ou_z66Th$b>VQLf%jMch2;EpyLo z-q8nrLEU}lKsxm)O(T?C&(yH|*u(7}x=%TU)f|wC?)}>ElTuDWtxi8d4^AFKu|4i5 z9T18;w5wf5SzB$>&KC8c$e~|rv;L6xQ~Q7|gxX3R@*JfwHhQ@!G%u)Uvk*F~<4)QS zzkKAdP6_fT}qJ{GKtBcA-A4lL2szdj!RxAQ6 zwZW3)j=J+I&Fcz-Vp$-unawUagEv13Hm`W@Jgc5iEceCy!H-Fb?ej>>rRLO5 z-TLvl2aTx0jH>v&_%yOCz6`7xe?JxaoTMhk^Y*WF8N@9q%&-l6Qc{~4ny8#;D#dg- zOhJ@{`fmj5lP3yCB5#JA1A#~cRKu*gbl5S~XRM|_1!bLU*W%l};Pt|b?E1Z9ETYbf z+3Y|(QekTuO{0I;cRzHK{X+VQm2fm`4uxi2HHUFke|*2_1Yo0NnD$|qzOYk@QIDL& z%-digG%jOUun5-ClI(Sd(l56823>(R$$a;abKP= zx-wnhJR}e8$xpAkpX3+q>GCvOpr47}qgT_l&}tYn4`@3AN$2|>QWm75QsAVkSgcUXf`r#INCz73(`+46Km2i|5{v9zHyP z_GNW}_b$FT_|7ErpM^0zbB?nU%}X*%gb=~7KGmnWR}^d~m+Zl@R~Gi-3aH2KXwPG$ zoG=^`u;>a!Xy+I;1#QAXbO^YL4cU}mG0vqvQ77;Xzp3JAdh;V zcQfXRHauc>#(e7--4BpYX^z6uwXO(q=_*;@^YjEkP?mNIy%M$!KN@1vLH<4g!sS!C zcPji?@RKW*a{kzfv5~cWt8lT}G%BQ)Q?FBnNLZwNy==Glu8d;2=l=f4M#g^$pqB?< z4;)JTC}mtNYBfXDMG@W{c1uctchUd2c%f8&4r8*{aXM>~hNoRjpE|-e|2<{3?U}It zJo#49mSK_hPmqH`aNM~4?55@F+1S*@k;tY?h};Zra_0HbdSZCV@qXETc>vuAat8En zx3Kj)7fA0K{3lg%g}JgoygmjoQIth2O+vIB{tVtGy~LdK$2vCXSZMtKl@k>acLSm| zuI`H_s1P>C)c#M#&*?&9ZhQ4!S*5Az8Jj%HzM*DM1B}OPzn~==*9bU9YUTASGV%8U z6JEQ21Z*2Ao_`hA_%zyF8)=!!DXKe5m zlbZzaeaDmU`xumsR6LRA>_Cv@#Lkf8^}A_Ah3Tk;7PXhc?00a~JJIucA^c0hpxR%- zEJ-5t_Hsc6<_TxCm*MY>SWfad=>92B%lrvJ^_l06y3@4)XLsaW1k5xJxoru=7~ePg zQm%*%UFHpuI4_ux{ivB$nVe2g7kh!9xFT9B??X^j6I?frM!E?6M_fS?xF!r6Fc#*O zu1rIkYyH_)<$tH%OenY5;u}QR!j3v!|9vkzf^1lQ0g%ME9wIe7Djo!pbLL0TeZ$#m zPz(4G68F>buJ^9ao-IFOny%nE(SAivb8Opfn3GeL=<{s#9KfN}5%qF<3uT)Vfn)2( z&SD>VuP{X_Ob`8P8fbTUx?yayC>wLz8ENYOcMfmrnKO$R=y;9n+gQq~x!^W;?I;`; zkMO=Gg1M8$Wv5Y3|F}~rJ*I#~I>u+0g9jZ3&-yt0;z8|OOE2fjW6HpVJV+{aR#8i( z4C0q;+R~lANg?$Y6CFE|iHF5X*O7guq@nEaiq4%mR)bMYZMQ!KHaOAM7y#*>4CjiGN$& zL;3zfu-m~ugW^R=Nl}+YB1oAIy`7)XHYEvGit3hH{PY4BI3QNor2IR2?}f_VN8&;LP~IV#hAp%h?%VNvxSG=*B}@O?WzK=Xo*c9Z}!(Y8{ETZh>FvE4wfcZc^W_W8P0&XIy}-hwRWsH@RD>g z^hYS>2?;rSqtuq7qqvHOjqW5ucAQx2vk)U{=mba7YD}}i1&JvClRy%U@1RmsOOl^4lc_tOrSiZj2Cyzs#VM=WE=kFc*r%*@*K$9_3AC*j9ZYqjm;T zTJyf+OuDv2If}T?#;x`3k4=0Oe{(D63-TqmQq{p)AFIRLvur>GfoU`o6?Yl_y9W)B zYY_yeQw=K*R|{520r5?rAOio4KBkCA#81WzAustWD{xJl;6`A;>^X+sO z^h~)Y?PnR{z|M*wvDPo+htR}jjf?S4$~B?&hum4+hUF)5p&oF@hD7vA1Rx;!s4A-l zyT1NRm2_lf&)^(e1)i9cea^8v*#LFY7qG8#q0YwZeFU?Qd-_}qNHfLQ(;J8 zq^YxaJCj0F>`qwG7;-$&{hCupC1)SrTG&V-%_Ba}<5uTg{(AH9V);_<>?OP6f9NL)I(H@ZAZD~@iZjkB2IZz) z9edB$gnlCtV3?>~F(}e?EaL9JtrxxObst`1R`+Wdjpl%y{Tv+ftF6sCLUTpl2yfFW zo{%6$zqs>?5g1q;F)D1^v(#Z`+qj05ogI6|?C#S`u**@9=vtTupx8=pE-{0Dx8Gc1 zz6ulmigsiQFd;~;j*Et$6g zE&3kB8e)Sn=+owPE!*8<^X1)BE15m_$4V*ZmZ$R;MlRa`CL}LxWZj+I?E`E@8V!Uc zd2P+L!$_AJ1iRu|la@wO?+_$pHX}J!$b4>e?d` z!7Bo_74;8YY|5sRfqYMPi`$Oh!{6KdzRIP7rz~AuL7T< zOdJ=VQLFU%`<`20k89(U2>J|LS^No>=)#=>EVw zwfGJyeK>f~J2i2j!M!OtX}fN|+1p5WXU_4TQCYU@ymv3N+Ct-Rw_Dq}<3tRMa40!y2Q9+-9aOJRhK!U-1Gd3uYOT&NVtZm@pYmecY3#?IP2s_XudCLUD3A^ggX!OUo$ z&kVQU;tSk2Xub{~08>OL09k$#qsyW=D^NVHa7l{I$}>4~&^+NsISs7KOfEeX@%$d8RTUR=GQ(_Ah}Y_+Xlt#f~V`hOOn29^+fhODztOzg2Lt{?0> z7PjCR%-6^JZ^4I=U$bmd-|y;XpXNYx4RL*jp@713-ee_$XwQ2;I%gLm_8MXX(o3dN z;AY2Ru9ws&JNMeg{-sqP->T!Nuejf`7fBZ}9jaZYPU}Rt_qj(!0)>T@T+?TIY|2LF zzFOp**<@R*`L&Gx>AWbBkp(G_px0RWYO1-7*hnfz0rwn?p=oI4X7Fe`3x%utvk(WbvN5Z+|7hl}tvi8rX-07`(^4?v$6FFOpJwv}YzZ=w7RzSOW z8#)N4df#6~hWULLsT$`t;2w@arjMbRc{emgEnR_wy6$1!+3p_XI#&tuJ?uL6FS*`U?++JA9jHVGX@0y zK`X6A)fVla{z7-mJHAz1BJ1i;Nz0vkbIs;Oghx{R*^$lzFw#KC+w$7+hHh_!Y4VX2 zE#rJmcX$qLu<$o@6KVp1ASL@xD#v7 z5m30=7yv6{rA3Re4{>$X!D|pI@gC6*pn)$VUN-cBjJ0cg>gVFHR3Wj1AbF}@kzsCB zY#n<@6#Vx_qeCldJ3}`P92v`6dG3>hEhG!SR(M8KbK}>QoU=jih(ieMtAU&0JD*&YMw|mUFlk>e*zJp%Xsa*Xo z8@LB)lb6v;x9zL0pbbgz@nR)S7<&Jjp8HrtQk^19?o_Ldv5jf zpRYd#qxm9qj+w1>QlI4ZkCvI_Qe>v$xGGFqm|)2jzm&&a;b#FFU7pUbQwty6&=sXO z9fpZ2##EhT{z%EJ4|xuHG0&MzCaPMJ$0ruNv;U#WEF)bQW&Z&R9%H03pOu;8p(qXY zo8>8YvdH6_2l||%%+c9FYW$^|_A~=eP@Mi7v{s$oc8EQr(6k?EDSf?Ly($3L;!E$E zz;lDL3cV?4L(q#S4_upszT0|Lre0W>=Opw?aLQ`Z$T+xp!}cz}4DR;@@VJUv?Pi== zZu!JU7&;-YP8;ZP2T(a(qGWw#yrKYkHuhLPmxbMwdmbsrHWM3&s+rUq|NG2_*C7SU zba4MHRC3|+mAlfZI&Nx@Az?zO6Uto>L`bDD(aeIBhTWkMTTgMF-i=s1xfgY!O5NJ4 ze*RQVowI2t&3_g<1E{GVWK6vwXJX@0GuSN46OfX-YI=*NzS9hzzLK2VI+h`5_f+U< z%lc;7itnoFxd(xCB4`lZjhIf*rP=!n*^IBr_t|yBsayCkPzONS6H~k9^5|nz{nM|& z2aL`$UiH6QC6dj>j z?u_4viFu24Byw%zp6xjKlY8Jixs1@l~p?&ztF%$LV>Jx=S9g-Z8(KI#+H@`?pF|Eb1mnpk}f=|QuYVGpjw zpZDmOp5Anr_({@oe9FEsQjcU1tDeMVmaVm{m;}--`qoZN&4D)+z6Y^=brVXfowB}42Kq76WZ#b)%oT?>Qm3n1 z$TwoDTi_YRaaKlE+7ZF`XtODni)S+_oemLboyAAoSz9~igXn>0xLNyy)tav=Dexh&jxkWyvT(8CB$ICNW0kk zZVkf5_oQ|Gl{pyCpuAc-gPTE^t8r77*M{0r{jZP8O<#up@`u{m7%L~s?Xua`s%)?z zTNxz$qQ4sRB>rFm8!jWwSPiic@xahQdKOZ7D)l3|h+F|(ic*VQSd*?pfZqlN|B*pK zES|=xSrNi}*rJH|qJR{&p8U#&3?!%WGy1=lSo@Z!nya5R{{`dplztpC_HFLDDe@i0 zyQ+&wYeF5}#gHOjbhD|nebcjW+>w#Fb9Az;?Npho^AjTKZ>A5J*DtEH8y8)$wwC}G zU)2Y66%4GZtg8C}pU{F4VMv*QVgc)ldR6JX5_u~>z+p350w z`Ne7?$r;$wpb9RRMvUPZBOB&&owZvun#XNYt(FT!nd?e~y;A=?D1_`ojM%os<>Utx zS?>7W2otQ`==yo41?~h|t<;=cV>mj=-n6vVqyZ5-FBW=AuAN@l_uoaD`fvAqY?bG9 z+MVJRi$9$W8NX~_v|-H3zcr&XLyJU?&GKhWGL_nXKewuxOdb$ABYv;eIPUf?6)Udu z_f68$WEIA~c$_+(y8g686~Z<|6UIRZq_f3xfBlEw5=>P8^JWh7H)e~69$B+)dtHuEvZ?+B4W$0U=TI7IT zDjrlkhxM$l+rS^Tx!$(q&*xypPOm|$R(7E;-t+CX5pWKH7J}F)E<|M^T}+?Q-+E7x zIS=Ql%II4hy3p4EW-Nm>@aBqq z`zX`%EDUYF^k_npUCM-)3k31tLz1z@yH1oUc_?B$>yPT2BoZ~&d z>NaP{=mq`z0mKSN)^`#;?S*8yKX`wg0f3-3*atcyL&ooLd zS6eu8NBW6s7Nulx-|)vSbl`Tm1GLqe+?DmIOsKL9B5LJY^A@D<;KT&ioo^pCI3!7} zeg)Icz~*i$BAZE@jM*_wu?aw=(DQ0RqeJs4N>TuFd=uar3zcZss`IivgVPl^r{bnx zMvfmQ{Z>62gcT0C1dq15i?AI1CPbT#4!9-wt5%$)od8c{U&S4CO!dB4R+yFj3$>t! znw|B^nkjy|WeaP*rADGbR(l-vt`w|2zUYT4JDZSMi{fTba&#!Mzlcs(y^ z`fdI23{3d#j#Zacpu?QQ;~mY*9nSOwj9v7KAZK&Kj9^B1?yvq9Q#JVAdE4F(+txHx z0s};n8_b z45FYoqx+V;NaWKp%9fx4_D6o2ZTQ1!X!}2x=><{kjIF8q*z)J!LS zv)8V_rLR8hOQk6y7Gj%*&3A++E;|b-N}ijYqSbkFMF!PYp^Mt~ zjfQ*5POl;qr6h0EBo#?T=GMfEzT_YuQVfpZ?dUq8Ij{C>6&li*InSUqw}WW(AqXU% zMR;Wj#NxaVueMPCe17CkTRS>g)>NDeyA@H%tsr~OpNQ`g_@k`w__yqx-kuGIk>>9j zgfUp?^ec}D!|fs00MyLNoWk10?wkuvx>+;DWNL%&XCsk5|BU^^V|{Mv$_3|fKH_JJ zbQgC%GyPz3zNa*oeE(BcxojD(g#Uxi8HlwS$EmT-?z`g(@}^SoRP6E2kZ3~@WB87v zkQ(Hww;S^5uMpN{Gm=l_d#5E!y~Jm&Mnv88r{v3|+eZ02;fDT?_Hu}ci_%m?7o5Hu z=got{!VBVKaW(8cl@`p;d#z4eky7?hAJ^!b}AtL8<;h&SpAz9Kktyi63+EW`KdIVgUtm=3Daw<0Ru3jG}yge7#khk8EXaK@qf4AdL z!xU3vH&$hJgNoQ07W{kq-?MPEGlU?N#dst|R5~}}srg=AX*#AnPc@9C4mWf>Dv%%N zs7*Su%&@793{O@?qGr&uw@y$c9z5&(Zi6mZ1VPNQ)nBzhol|nsNkwwtc9y9^BM>th0{1Vf@=r7@K6bu?9>Sk z93y%>K`vc52*DBt1I~f>23o#TAP_(>th2g_;fIx!&Y>> zoRB?#?MqJx54*#w;LInhE%|?b+|*lHmGCAl`2PMqy(_z1e(2!9HGkU2@D@Q&$%SD4 z{lJg?u^xFHhLoRO1C&KdD1O^IlOi@~innRuZ;DGO%KGnC>AE0}Kja8E=RO#H{A-Ab ziG#mQ)kt&U;Eo*ZhAttB3ggkZ<}_@5rs{t&^-=0H3%@y(_j0G-A0u} zed~6^B5AJ2Ss242|J1J?&Y(q4QqA;~QL0V_A3QLpB{wM_tRh0MTAJ zbxRPD;*bbK`Yiu;;zyaBCc?qCzhXxTYsnMsBr~Es`WY6sra$=|yk;z3q96!OJVM7S zCv$r{jeOURlduQeqwYM73&mbL;|&MTmxnVeR}Deeo5$}%6wyO5LYKAoP(?Y-`wtHwXCMo?7As)#*@m)Y}2%}{2ti2`lqy_ z0O@fIAN?SN7m0t!$F!lgzf7gWB{ge{B;6D9R^;sX^>#II&`E#N+g{b+IR?bn{MQEk z1Rr9Ei)PAU0GfN0he8dA&EsMXg8)BL!+ta?GI$)={&`Xl4 z&D?cqKS#BTayy(ScmdZeQ{YhuxKVxp7NsTIaaSqQdR`tD7&KoChT<5GDDYQRgm3t| z{MstEOf6@ccrZ!a>c~=*(%I?qk}J*PI-D-6YerpBx+a5Kx(KL!N$2{^-Jge=FwAYH zC4SjT=D*ffVw{jwRbaSiLfzX|8=M%sno8=Fkk=NbwWKxEi+=&FT)5^_egR(iwf z5lVLGTYA3FQf&i?)7go>+MIl(r(+3|E{{r8Fa8 zn`Dm;Ei|<&nA&07Yh#(NsjBb$mp833!0KI76z7A%_n0y12j}qr;SYKcop%fD0EoSR z9Sqk0>_o&A3rU|UYqzsL`Q1KXg>p9~9L@RU3bT4Fdv~O5m#yt?NRo6zsW@cddJ5xiorP;E!YFm>+_xw?wR(sEh^m$qs zkW)=fj-N^U!($FAU(EamSk1!O^T7$2q}}Q%pA(vD(ZV@e6ZN&u2XetchiD}oR@m25-oODMg?MoMV5ZOd4syH zIJf!(BvRRXU6^6IXWjg+6Mft!!e^h6FcK+K6Uc9pjqh5&vm;{JUBCT``;aXzp`{*i)5Rp?~ z;9gA+(AFcvX2WfVyQ!Fomzh1U+reI&!c}!SNNM{PVfnVm!Zo2^wOlQ2;wF1867d&{ zB&JVv)nLsYhZfPdOOqLnCL5}qgkBMBBbM}z`bR~|mj87)o6_!Uix;1+6@6&#N%wA<( zRM~>T)hp_?D}VCX$k7rEeRPq@b*lXAo9mb$@{y6 z#+O?geJtv@qT6u!BQz6GDzFm4Lz1{;`Z4X50lk@M9XP1(ebLW+!bTOdWG zSzLVB)`!rX;u~vZI}0C$qIB#qoNZUHUGKf1o@#M*N=7wGR&GyoLN10D+Zj!(t4?~k zOP}%%v)9#-d%X5@cc*o2<(o-Yx7017x(1{E#AxjqDXcO-mzG2af6;D{Hp77noj2TN z?iuV`;>OBYFs2SAFO$Mr@53*I58pLF9rjt=_&W<5UKlqe1x9uXQfv=8mCOo8f!7dTd+DvNjFDQ>!F)Yx zSLU1RxP{5fi#9hvn=^yqlZV5r-J9l8qsK-8TkM`KPF>w6+;MpooX|t||17}u>D|O571TvUmW7_H z?>$Kx4|O{J4WnQVGpECx`$Zjc-Bl$pMxBDDx{NvY#9ZNi^~yZEkBi#xM3-%TE%)vZMvWE-Iqomw z8UAT|p>$PRyy6f%ErL64DlT-;?O*Xu$;(MSK+N*F=O{h=DVr;sS+{HK;%no*mq?yz#7AH-=y#4wd(FuyXV)R1$cb3WD$ifzk1j8U zUlk`-(uU}h@PbQhS)=dkYVTFR?bP_gcX`R-h{5*ak{!ZIv@MQE*QGfde-$vV=AK>Y zhLLOUOiL}}&SHTQSobPb=E=Q_>mW^lEGJ=a_*~H7d?f1C83km!!uT2Pw0_m)OGNX$ zz2`ZX)t!4JO<^dkDgqRx$Xi|dSP5z*yi=%qHWpBqY8&3>g`mW~hE}|Z* z6u+F2f3;JYx&0w{oc6jQnrCA@6PW5{8(R7z)F&-=HAQ+|Vfdr%B2Wmyib&Tts8C8p z|1IgZZy+-_&Pw7bLw&(;2#17O#86Hea@L{DOxL)jG?W*RcC%r#N}FKnxK(s_pS@2g zS2Lx}QN~#+TJcHYB9-s;=xIPtrt(-n%6HpQ)CaDhE+D2bCJ^?p`#nbM^Y`CEjz14{ zk=(^bqTa65Qns22v}t{;0_R6c@^?N_*&nn;IjlY5udM-Tp6F_RQ!m5K(>jY9q6BZn zEpI`ik1q|k)!rZZ5%$1slX`2dX&>RAc-&fw?Xyk^R4_J%7uX&lnKC6;$V*YcmFVz` zt> z+Vcqy<}p<-GksjZsHG*{OeSe5^O)_l$FmR3&o}x@?E-h)+Ujeiq8_3hM61)mQpL7A zsf6uxc^$_;+ngD`(2C)(sEz)1r|74;qx)b!`&Yq6Cp0vKR+Bh9sJrPSCx?*U`fV*r zLb>_|!hhb+>uF-sM~#D-Zp4u2XL8JzoD9FiaDWK)is3k}Amz!JStavC6NYNFE7I*} z&#osi$GzjO_J@k=G{&ir$=$JxrS`im`@2<;^9!gexUi?^ncAZ_dCDFZHt#{shO5WfaR@wLL#@^-E8qd(|mQP%|J|GefuaJC9vQY9zr4 zT#!gyIk6-iWx&vVQ38lcXJYi~ocR(w@2=a+kF5Wp{~t|X85Q;WyiJ2rDkTk~gmiZcD2+&WcPzEQ zk|H3|(%lV9=hA!yq`SLeVV7Q-XZ`)p^NMqL!QnGA_srbabC;=YUT?zl!bc>6-QCfr29SwJorHH%5ES!0E$$2SvN=+qvx( zFJ|QDbc&BTH76}7mui%+^V*~8>p1OE3kGJ+QvNfeZQe&YE1cL00r{(eCnr9YMD~RG zq&#ugyHG~T5?_SUV_4lg&OtA$GDv<*$@8_H_Id{eaOw{^Fm+XQct?%#c4cl{JkVzE z%_OxbJU6h#r0wK&xOgg}n-o>Pf<7;c>+&w7*si7G>qx^}zG%ofVJpJ~ud$&#k*-YN zxgp}4hD?nY*LWDMn(M}>N-Z7DvaMF4gaJRl{j9m+@!%PHOEUH;%L}NqWj`gJfq>$u z+6z?)?vO^2P-{EgVfJ54kx4mEVrUOBMxqD$t4W`%-x$sOrZf3o-}Nv!fSw9JJnWg+ zgdo-x=Dt_5fGn@v$DSG_1v+|Sms4NvP*Su%Ya)!hbzZ_BFVxPHAWvbM;l8ezreW@f z0pH|Hr`K{F-W>b80x{pNHAr3?0cp3!n*jEi+cZqH6SH=bvb1FJ5h5q$%h|Cq_tcijnE}*OB-#`(T>~#HW?YSNT4EV%16cbeiZ0~y*0{9$82FF^{F|H+2ksjmrN!mJ=>7=_t75K*XlCLk>vkd_L#*~BJGfUKc!Qb@HcH;OTyr{SZ5Mr`I&%y37(k90za z2*M@ByBDghOS|$V8vM_`aZ9L~NZVutW49omh59li%c$t_x~v&N2MpN5Ri=7m(X01B zba%;`GH>5*aR8R@ogsJL&)m3nnZJ0d%k@KMZrx5M`%8VQceXuHm$Y5>h;q7WfO2m> zv=Li2JnlDDN!?@{j|l0XbMt{~*z}(Ood8>X6oI#+SiV_f$C~vc61>Bg7Sn!v&yRSK zBER3LC(R%YBI>o$b8uXW;l;bM_*MOBvP%~&N}%A|U9F4}!q&suYpm!|hu8849aJU@ zT~8s7U8;@wGZ{u%I~$?h4(5*06uR8?+QL`Z&v}s%#M|cu&uXzkeQqW&FO$`)uzB1H zFt=w*cXvwI7njckHdn7&AezoM-h1)-FhHK-|11C~D=0`(G0O1XYNhX&$L4CdY2vQU zVv(DJBm$EQd)+hdjWh{MWy(+r@T7$Y6wk_On0U3wZWh*hfZHY zX6)|<1tn#k)g{}?QgTr8hrf8NK`Ui&iwIq(_GW}6CB5uc8%I)@131|wd^vV>gWAe*Lw#`VYaQ(IHD zRy=>Z)U*ESS9u@r9Kei$h2BB9!{g{=iB+5 z?WAhZ<`I-h(W7kG_Oatli^4!-&}}>T0WA~JV)c%bD?=s9I%KQ%9VHKC%eB^g_Hsq% zkALT)`uP}YR?_i%875saX&u)gW-zDQNb%pjOPUkz5>PFHWC~CXq;tTn!;~(@Nkc2# zGaL~PHg=`wv;|owmjqOMnyLCy6%wJsZ7mG08V~drsY6=k8D4%rgGck;jcU|&C9}IP zKOUm2%txH_&xZ5GY_esBHkG3dU`ZWE;h!Ck4L+j+hVD>Pt=@cB$QFJ zOSfKdg}YVKdrkl97JuQ*BTg)4rn)cJnhzEv|W{2|4khmhJq;38Y{RtWlgDkkDh zmJT`lvl8{29{v>KF zMzMMIqcn0tO6LOF*m4qoqE*A`Wo3JJON=ioaK$mRtZsu_CnsG@7w%zfx`!!mEO0lH z%{*~YEMJ_gTdV3@NlC-|BdAN;w3;{t^#^O}vf#kqDkkL15h*GEeajxV2LvG7V=U=SD=d%!a=?%HKDh80!CK0p;LNzzJ}X#gu)g5r%5a@MlN zcw+^*G@&LWnKs#JR(8%Dt}9R{X``MHM1C9?gp76E%XVBj>HFz=u_tV&U9eB%*O&`@ zU*XI7J6(E=>$uSgBiRuNN}~9)SOs#OABcmq@dAC6088`tfK{RoZJ#|)8ml+U9RjkL zuCq1=QEZpk+N{G35#3s`1V2zEMXudXH5A14Pd?~heMonTC6Epf{~EapTzI6qSDp;H zMl-xh&S=?nkyKDZJC1lG?!u$*@+$};8545xak+H(V~=0vFt|K_n_weo(K^4xQ&qy} zH>-|Onp9N&G8~e%dJjx-JNbo#HI}u=sJRSO>QbyGp_e=<9p-Xr2Vz{S)?X1P+)F<& z5LgE4I*B3hwvzTrhz4@5uMo>A8>B>}sl?uz@RGy(Gl{7Eu|Ku zxG@f;8D<7w>C<4J()_0&Ev|p{CnES#{e6GL&b+^=4$tuumqDWJeY(!YrrO$=i}7;| zuDcu22j3TeZEshTt7^D}Br^u1);Ai=x4%{O`ns@D1t*_Vl&eC-E>3w@PTMHQZZQmB z9*Is4P%p!N0++O!#nE!ohItB;OU%v0=K$4lfr81puH}Pu9rZKIQves{mq)nY9ea`h zX=rttjNPceq?UQ>AC6W}Hn+Qk2k`fGuj9upCPu*do6uS~ zOY@F|(H;i>`}`*DOX9)1WZEn{7nhBh3AO?3$Prs(M^9NtiEX-lK1c4%TUp>K(0q^85?z zYgnL9vJ{%@T{*aM67q0ezRp-L(Kk5rS;ZOBh1}pq1gw4SGa`dx9C{NU5l<(Oz^suU zsflcL4q(P1xMKD2_tRtM=c*L+zvzCU)>OPQ)<)y8HY`hcPv1M4Duh@Kzi#O-4d@hy zcU#uRO!_fYIe@pSC9i-hHM>QGZ^!ZyA712C1 ziEBT#Je=CX_|DOR?e>y` zNna!KmD3s@>-8_znSYc;s}^FgMljN@?00D&GePQd@>$xM2t|C|idhE)HA0xOAJ-Fa zoITI!MC;+?`3@uSrW456oy|On88_)xu-{Sv_KuEEs}J)@+&>@Cw^VN3CZKzXR?s8m zGDChq`OiPIU0zpuoez-)w2wy$hm^+^6!8)0Mg>~Qf!{!7MnAV{_RSsA<;`m4hC2%Q zUJRnx(P8Q)Zmb3}QM=$6B8s$cB?_MNt!N(|K}l^V^fj?~&TCdj@hn)9;)B$I?%0u} z?D-veSpx)Oj7GrH7fY{=Ev=8JD9SldHt7FC{?*#gXb&Vb-DHap_$zm3UZQKobJbt% z8NFWoKbW`Vhs5Mr2R~K({UoYeu3aL2R5`xLrLFs)Zf8jR!@Fc~Abuc%kapJ}4vC0~ zNyhbGLSk=!6%E`G6dG7euYck=&kjf{Tk7d)#igF`8?h!aeWO(M9iB+41y>?WM{Rky zDDaDEvdk~nDL_R9p&B z%sU+UIYVAvL!XW?bRL(PS%XQs-{g{%Vt=J+AqzFd5<<_!%J%n34!oOW%=I|a)*#_v zG?xsV9AJ49V+sbw5YY<&)vGB!8eMA$L1f?AR#-HN?)atAW%HX&&4;v zH_=fmZ%4%>U1lClTYa{AZD+&X#L6tBSDfY5)}}o<+xUy!VC@qSaYuGc^qm+9z<9b?RbhOD_`DZxfBHXCpX7OFfjWp8vXrt0tH??3O{^}8MK^dl%iZuvq^ zS0VzRkoP5g@gnT*m@hB3Si2i1ttT$`it8@)uwZ}*cADIKT2~bZ}le zQ_BhB3ei+nn++$g7eYX*xDUUGJ}C0#jL-qW!4u!xqo}l8mqJd;ohX|-#s}K$cO&%t zP%vhibMzEaTP$=A0E2cKajHMNT{gDXb0kQnSzfMb9Dz#DHHt5Y5NWKRhOk#1 z9pMKj;>wdwpQb%>F`o(Z9zf0Iy)>Z+;N(>?bsJ=UYPK;M4CeO$Rx4#*eTp#NnbP(* zOJa6sXKgtcSF-Gn0xUCtK{LUKEOYnT2v-au$xPF&d!mPF&{G6BDTSkZCuXqaV zJ(n#0i``~wR9R-uTb&h0emg&Ri(~32l$(MWNL%%-eH#ewa`Z2F+8*2S4%;{t0IU4$ zuB-b$a3C;AB!+Ro|LIcLJezkW!Jg!W0oUUWACt3q@LFktevk(P z#v^`vyM*&cQ%-+<;g|oC{4~Gso$ta*t8jzQ{*c07)c!`v4gQbLwSxLzBj`}bITV0bpy zSQ+S>Y^64y*ewS3RSrG0ZA@!1{+eYMewMYJ+4_v9GS8nxv2ip3=@PsyS~*WP*cz85 z(OJ>APwJwbjjB-`CaW0>M_vMvUxLg5MXcf&M9T7!~IsX7~m3uwnv9yQ9L zH#j59Hje*g(oLu3oe5Ih_8ihq0FS7srpWS|B-@N+Ao|zbUrWS4O0KipST?OXa?37% z`~K*|iDn<8bsN%zvQiSHmy5C>vvQf$V34IB_-bADYPH~M*&;@1HDwStiV@u*BD4k*ggCa+ykK0) zSlSmy<@DN(*}JLWd`_yQ*|u8pteBB4Ujo_v(R~qToRdsf##TME`E?c#gn#i=S60M$ zwN6!p|6)G?U8@TW$%ERe&t)8~t=n1Kw`x&Obx6-&dfVzq$jadC5sY%59-_Wfc-hct z~3dM)&vRc*0S_UO+8^u8znz7HV$u8mTAwP<<_?} z{4x?T1e6@>$%2c{rOW`;5|N>YyuWE2*4DoL^Chdg$5^@nXmbsDp!NL}&<btNHWCvS^HnR{(s*jcPK$T@ZGoQ7}U5B)m9z)$vXcmRWUvdiJmk$mgEOk*9WB(TJmc67JmQk8|-roa-J@_lgPh_;$)IWqo8~Pqh!9g4|j`d&0e2wr6N}N z3MN3HKGZgj;*^83P1* zPUpkyy#3MV+*mP&d$PiOW?CB(nmZnxX6sLetA_TKFrBjK_&Aj$IO`zQxidbfj3^rpaaSwGtj^n7M!0+QPC1xo=-TjZZM@rL1E;v4(< zAYL^ntX$js94o#o|63|T`PSq>f^WiDV;~RM%>8Az5>jSY$j5G5s86_ZIxz6P?XnGw zP2%BU#B`^o`E+~HOR}ITuq{btv!RLplRUU}5KpcS<*?-*$h|jtRo#+3R&?f%i7^2t z)tusciH*DK8snIuA!LZ-Wbk^6VZVVCDDkg@{Ga_(vZMM11)TA%CRtR%-3}66>f;PS zD$Bo82R`k{tFNZwf`GWtld)Rog0D>*jU z6M{!8)IIU^$hOvUCPS@5ioCYOH3M< z*v92RHpspyqfoo3M!|_OK&a35~W$r|EL zGNttbqsfBT-99Wnkk;(rLU!eD-Ff$%m1BP|ur2M_N^itVQ$9A1n*!KhIDTB|AYB=a!q z%f51i@e0LCSI#CnHWz>NWC%7le{^;@&ATFKYI+#h?tDC1`)&_+2hoeFKUZDi|LE&T zZ)?<*oqPqgGsw9_Nk<-7CAB(qMjSe&6HAt(4Q<1csDdm$Y5ZmRCc-UVMH{6&f^@v< z5XLcn!L1z*Ukgv39Ligbs@Ed% z>1O^RHO&`gjb1Pt7yWL&Xqz+6PiyH)Os$p9&NWNwmBIhl0-Sd>x}T@%rRQW9y|9%^ z4pK&Cq37~6vR)6gb>6_1m6URs<7Q)Mk(yD)?~opF6!=U1cNPQI+`dctv=b~@_Vk-!GWFr9 z{Rhx=FCwjc|D*bQFCsS5{4Fo~@}6Nx;Jp{@DYDSL_!B2h)-l}Xazk34kZNNjPd18H z?6dwnx_Yxm)@~Y}JYIuCVj%5*5k$(_Lc!Z@QP0OV#G$!>6Mc&Lssg~ONcx*NWR{=& z@UCEUDXgj|6MN{$@3<|r-|VB44$H^wdF&`wdcDmB84I1ZGT*G2#z8c)Ch_*@d5!?~ zlPk{7!I6@#J39$?xQ*gOws!97c*DRa_1uOLTke`<{h5yPnBzURIX5MFzIU;#kxQl1 z+#J4xyRm?22e%b|uH>RrU*9k-wejDKRB7DtS=@GQ1Tv-!yr=HnwXEqv{&GYjB3SZ{ zP1L4fp@IM0iSX9=2e(!uTQ3rTSQ7-UzB_yncL;ZS^hUdVI;r9NHlLK9z7WUT=pz7m zTzr~I_T7hq`hucRtrf30*SvWsaSSOl)yKru_@7##PDAIXfP0PPXyvGhwVCV|SOiB) z_U#kmulVIFNY~{D`5eFBz3~jG2?>09r1-^OIs`58Ln^@u+<3wVB6fktDkVvWQQ+a8 z<<2p_Nk*nLQMVtpCD~gGeT44z)@7wuOjl#`R`gZT zs%ZK-4F-dX%$+%I!5_K~MwMb#*(Rmlw(QyAbL5K$zT}xYLHFr3EiFF_(JIJ-oU+1|H@za~&J_VK>!Vy3xkG(Mb`F>nWmJz1{6 z?kil{YmRHM+>|ExB9TXxJd8>KOKJX#U3w;>-;VI0J`9zJC`$bHy#j4OYHKa`6g#`+ zo1lNOD#uu`c@$PfVkW+%+mKEvnX^o@pRMD*nzz$-e+-uK3&m_1?on%()J^F6Mpz<*X2+W+j%^E_trl%n)Q{w_5ug&{E_?Z4isTP))izQ zBbJ-<(RCy24{`Fm8S}G;2Nl&=RF2u@rUuqiK#&%C#mz$1?gY%i+avXfTREWtqL+eIo^;X6&5a8WOEj|E$NgdSbHSb9k2HN*CJ83 zR)O(kw#i|Q|MfZwl4ns{4Qz{gpG?h9Wp{9$u7OHZmOFhZ{Y!c$VlWT2>?)H;)9}d` zQ{8GK7R}8Y-X3`Rz72Z}E7riNt^xlZ?%epuW>{BK`Q~F>homBG7Y?HHoY>>TZ6{rHXv6fE*zt7(fq5t@l`S@FfVW zWk4#{vZuIHQd1+XwBobWj&~X(jg<_Foz@aOBuGNN>PP=GwEo>8##(>+olC=IU$2-N{N#Qeqi?ebYvI{9Vfz64P*nOnS5a0j zx);txRM%?Ii1fn!=hCbW7GB9di~M&OC^qVuVluD~dsu1T?*ussnzX`M>)0%{Ikgzj z4%^5uWCy}q%Ap@c^!KoruN_4Tc(b9#s4M8rkKed;i|3(c^N&8?Z-mI!!V#3!ZGg4; z6y`}8kM^#doag1PvwGxKy#};n&(3;Sh%a7^j{Epye>uHWtPF(b?b?QmgKgbTWf_Og zbeUhE0|jq@+yj2n24j5V7{-qnD=dt&Nxy3gdDZ;yvua8P|=aXK z<5jWOQ~Yj;SE?Z0o~-XNYZ&Gy)8n~*FH@CEP{MaoSWz} zQ9m35(NLV1#@NCU^NKirBYTl|?2J+RO9eXX(5T_cG)WHhiDV~>=Ys%w8wCfq<&axNK-xa}mb8HO zY9mkw4IVL;fprbv-$WX3T1|}p0-7w>fp+|{VZdq{{d26)Uaf`I(ogb-PWqu_ITT}~ zef0LXwEKg7guL85y;H2^^8=< zp@sq--m)>)`cn^;Lf473Y?tLyBrE>!Yp*NV7I5xytaoe$?J7L*D*R!%DX>T1I({*c zel;z5%tf&p@938S4T>xA2CFbUiRy~N9ggd^ux$?=_+;fFt1$1GNkXpe=Tj=iQDApa z96_+~3o3z&XFMtYJWQo35%4=$6kGTDms{RvgZ{xIAKxd@G&#g#`3rykr`!)o$do$VMe3eES zEpX)B$XDa*TD-M0>>uQP@pge+9UCM3ewHCZ~-1 zgB3{@^RV(9M2j$JG8~VcSj+Z>U1Wpc;uFJFz*WU(UCBdFyRQykc?hOWe~8Nc64~ZQ zdyp}_u17wX%GhpJV-Kh)%Y^C~ zv%tN;3c8iMsxztwEOmm|FMpb|OYa}t!J!_dMplENPmKC4s@I5%39`=am3RgoQVYEg zraES;?u*-W;xCUUb(NX7@@0@`RYBTlo)7P5sF%@VxCzr*&Nc7Z^^H(?z$Jr-@#E3^ z`|N*dEjmgWXkFoIwJ&#&s9>0j*I&`=OFYFYw2?G7Yq*^?c&E6`VxeM-6wjr(y5e%k zXGuTS`Ce*g#S5oBuBtb0w(qWi2(Ql%tNqd+x9>kRRI8dbv2cK>66ar@HgMRjkaL2f@6Cf@Vz^fmWH;txhn;{+sMDOGSkWObENc_yyZ9Y zEBW2Z`$aTg_GRW_;K{|%CxI*@i`nc>nt-R_oM}iGnW65CMk~NIUrB-K{{D6-=aGDF z=lv-1Y^GQdnsXcT6^|Gps7}=1%X>~IDYvC72)-MZrK2&zvKnh!4^C*~&?Q~$4>HY3 z2D@Kwh6_JbnAGl#x^%{si2XaPC=>c?Ywx(?Q7r6v9Pl@3kvlzcI3t~PJSjaZohkK< z0U~$at5A)Z+;2s>fgbz@)kPBU}l`-7nGn0Ygub_;QCjC>H@-R$-(`= zTOX;l!?L}mik#=I!=Yu&Hy18nr@a7BOuyS?PV6xd%r@p}Gr*VdD!+)&LkXM6_YO2j zJ@QxaGkJ9Zmr@fwQg?W4mN6!m<>)g_+NSL}*-_i%g%-iV;eTJBWA!XcIJxDSz5_Y7 znl)>1wMuQlD(pd_7c^7|P}uTS)+(WYTH-r(`@!rZEc2OgfD&Sy^O|4-hkn~f#uQh2 z((^BC#-jaF_Q5V`MGYxNK-Sa)fol$C&Sr%azL^(7g6}zO~HNTVK?KihmEBpi_u5? zLqY4N0jFd745)z7KzJa$kN*UrM*E<7Cx2HiBbtfXqM(I4$ceHA(e|pnJs&;xGiRFP zQ8FI1-5i&-HMRr3qoU{Z{)Hw8-%@Q8vY`@abTOaaQt{w`7lKrPXy++Gu!o88L0Vy% zdYxGDmnVlWcc}^{z`c+oZyih^$x;~sEO({hYQrehEASZSHA;I`R3uG1nPH0Xyp?t^ zVhqtKSoXhsg3HLz$k?bAor00(>Vl)?u943qP0UDMux%R+78ish+t;59?psexoRI_ICsCyGle|3B zM#X4C(*&?Y*5r!oP;X_!<05lQ>+E0LTD-8=;YPd-b-0D<{$8|mNz#IsC`wp`HZD%Rucqgu*cQgn#&(DZD<&&lS^GB+vpU}5G4JSW}`Gc8n+uVv&@>MT2Ny8)X z>@(#?Tf)zehP>JsDNQRbdN70BG&UYt*p`uLzKcfsKlyo!e z`rE33o+)fiVTsbvF?2q9%F?@y>^aXtYiS&2(h#ijgucE7YHCYP$T5}V_1Af00K4S< z=J;FIsH7plUA0~-G}kU2W4t34ZK5&X&0-AM=T`Z$#!`D%ZV3Q@zaN%hR*mxxlRn?Q z&4$-3cr$q33{HRGLX69vl3#fduY{h#rb4A8*e%TE3xXG|-Q-1O*QIEeX_opAd!`NV z%N-m7qa!#_E&s->qA>dd` z&_uI;NTujpH|9KRhCjMDjW>!)D6Si+_>AEA88rY4bcCKBaJBZeqWGf6A?O#L^R82T zUeTf*we**3hhXzTE`A9+}bnb}&-H!I-W)=H}rMGaET8cZ`MTZ%=5OOu$<+^g zge+z)s~`#KnEn`DvQBq9CZtcI;t%5&_A7}|Bik-Na?RkKYuu%}Wc>VOY)ZI@JUu(^ z@|@ov;pwvK+58lLU!X`X?e%;N_FF%bpt;>;@TfW}FRQQkM5g+D8cc{WL35=3RKr#$^GZ<QG|X0SJvLbJdbJHNOL40?DmFSJ z^SiTLU%R7?PH~Z?@d!*fx=u(8%AymVZRBAK>xvDgijyY3A^tP<;$w(spt0s2gDdAb z8fc+k!fDtlT^rV$13%)4_rmWH;vldX=~5N6;w%0=y!M&FK~G8i>Nsn0IH5z$&3xbm zPxwnm5hv`9QtNmt`si;TZ3~Z<1TYJs62rHV!zgU_CZFbiaa>D4Qn+o{P_At=P?2Om zAij3%?PK5Lzx&7MmL{mJ@J8U|2uKi}0oD#1}DJ~Y=(QYZ`BirNfXQ3W7 zyZZ*jRt2l3nJGSAj^Cp|t~O(|pALm*2wE=_W3)Lre>6Q>QaW8Zc~q;O!#U-}>)e?- z2*tmB_nO8-2N}-3C0QbIS(Mak){tL zpfc6^>cog_mN;{xGF&=+SO-Vo(erDc4P+_%3i|M3dI`82L)V#O5Y)S5=X*90BBwBtyY1yOd z?l+vh5O4ws&6DVp2Ehhi5pl(JQUq zf4UndnH82roY^dZl9WrNtA*CH=-Y*)AMdoEd{#PK1Y==7iQuHhq&4Ns-UH;7YW?9q zCR?pMBf!#d`2h2DvG!2ofSmbIuJ~4Qcy89`Mfuq;vC8vkFnaZBG}sODigge5P+^c1 z=wCSHQu=MIjU?7D(O6J`CaVr@hx)TfPO}3Ww7p5CI7!|+JY3BB$7(P5G7h(Eq6ZR9 ziwh?><7hwX7u`@6ZkeuY)*79ifO?L2y*Sa%2%U5`_0&y0DgN;qn@_3FmTQ92MNDeR>%5}I+|4~* zK-2(%WdB%+7Y~nc@8Ap$1M>9`!b@!Uh2I2hILosFTwQpv*AE)b1SkX$Fj21n$ZUFh z$bqg*JD2@?(G62W6MyOdiy9e#xN{J*c^$TP76=6~VPZC!3qdSfYIF-mJXoYc-$J9TPjqKAB5fW+mST#cZ7qBeolCXd>J3T0-mX zPjqxEL)MARr1GSwsJ+&Lt0DXeUJ?07#~OR~CQHBKzfyvpndI1@nPl#i*BM(<@yOym z_Cs?B8(sH9_)3;nNPpQ_qGoH4t+Kdh!7N>ego>|h+fIPOFwe(o*1@U@e4GMP4Cu! z_Howy`3SQ1r^44)H<}H%^{uU-if#kW5!B2z?(pxIu%PYkV;?qL@>$T+K1k?m;E&6G zKHm@yBP7o8BQS4gJ@g#@d9jG+H!PF2M=Qu6?u60QEXN(Rz+s|$mLbyh-8j@?NjGh7 zBaGE0*TIKOupJh*FzT-0en|~y0KOZz9%vfwB1&cpFV{QI*HJqxx_n!Vt2wgZ9HF!hpE6zVHzJldCZ4Ifp0;137C6*Vq;)5=5aRK$p&x^BgHS zBcZAcXZcUHpy%0x`WpLznQg}mX?nctj%i&LBLIep-(Ga%}{rvN% zBWoQ!4yZSaG1PgusHl~P$CgeyI<9OEBBFrc*{rO}6Fddj{}dGE6f=^vUn!~NH;qDXY)^ogwpR@?YlTWdCgy+hR(l62 z)Ps7xgSS3w$UMZ2R3Ia?msE?>_9fHH79x&Ni%=d@!rkd43+`p*Daz?W(P^`km2el5 zm2D378TVJ%$K?s5$;1Fdo(H`Vhi$A7`-#*#!S~l{B=+CZakT$(T8z-iS2erlDH@5cQHA_;nQ%!M%f-w*=`!7~d zeF+hD?&GSR%?MDTcHxek!&2l>>X41`BR^>ogunONoMEl4mjw>~vavMl`U>qh{;hYc zqkB_1`A(=~_x-Nqquc2H81-oFNxajWy$-hw`2;p@@@~j}6T^@}$p zvL&1a=t!-F1DRgJX=*B{c}c{A#z9xBHdNtf=J6rCybtD%Y*gbKF)CV@?|QE|h_#)U z{wp6-{rBT&Om*%(-9IGx=ZL<*(mAEUf&TO#Clg5YN<=2cTSChp482#?{w&inky0{= z+YTL#aCkN8!B59`e6PF9xsvQ;fApv4(R*mjK}%DKgop^Pb5%B7rRB|%Q;`_LSEa9o zOJ8-VNv~g0f=2qu0W}Ja#~LqATh3xC7C)||-AApsJgIkjsD6}c(U|Mt{|@W>>5ly27tV8@+t6krtcs4#xkV>$P~y$H;mB&tJ+L1_ z6OG?~%n1w}JzZ;Ti!@mGWToT$-t_D!x=gzqGs))A?!dBms>Qp*jiV!gHIK|?A<{5! z4pangVV}SMvCjr7Y0D{6sdEuU{nqstaS137Xmgxby7~6ut-q zkC+(MPA~uK+v%NsJyw3x=&>&Kkgr1=9M2qvX~XzbnlAcIt_m8-C-n+N70!f<#Nm+( z2?D*O2c9C^)xsSN^cK)J{^*nvwZP zZ<+=pllRj|@TC}QfuPWi{*-hu zGUQ*8*5~xOK_^S=!yj#6^bwJ_XP`t|3yrk60*_c@GYJqPtnJ>0*$R_Jvz{FNy8D^S(gR8XB}Gck-Z?n4(u7YzdDvAiK!l00YyAjNyWG zjmQ%!O}H~q*ay~2KlUzOOgzm_a?bxJZp?Y+zd|{_Y=|PZ6tMYR_2q9^kdGkMrUr=Z z3N=6#IeY%TU63+~GOr&w=I@kR9^!nYTP)Y1G5*z`g>%|io+)eRL@YK|Y;0RR)_n&_ zsjW&3rQMHl-EM!Gf=)F&N>f%nwb3iQa-FVkFN9PiD_2^r3cmZ!_XUcZC$j_0tk0w8y=(*}{3rXS}-c$5yx>Bt2% zGKoWjA*0`ema??Odg@Ux>QQbLXYIWn+y?Y|M5PoQunpE4Li4s|FE1~VL!RejS;oHz z?QHAHr+@Y(3p(nZy1y3@eDoL~$o4yxPG^g}YtfA|OVo+g$nwUlv?$=_|IZTdk5R0E z2!Fe@CjBZ`uk44Q*p-e8qX*qTat8SpE*S@EnR#}^p{D(SA&NbDPTeh-x`!ZNjZju` zMPBgiB3rei{nk*Efbrzar;8E10yT-h-9%~_lj((Fe#kqC_-rEb&>~r5$NRqmZUb&S z!|7jFEcx$^uW-h$7so@yQeR|F+2iv+TIt{3ZPXf{Ky!cWe8qJyLsFnv_*5ZZee9i% zzt@d)sY@AqD4(RiTZjH(E2oOg2@xdA;Oi`V?GT}*9l*)aRSgzY4r$0PHgd6P>`eDs zs;y1)U=$W`j|wRv;F%TuGs4R|a+1N&B^kSxJAHE}|J6a$Qou^4M3A`a=fk;w`I9DU zdmut|o&E|DI6fRa+s%_Z%2%sh9o8hU(3O+MYa6 zM&=Vj+_Aa!+i^bYuNg($M|5*IF1%k5$=w16WhnBT{j&Il20wv*3(~v_$z;*Kp z2!S{ccJY%kp0U2#aAz?LP9++-8ao>#qZNieGU>Mv?7I0u!I0E*%0ddPtKu(4h0^vj zJ_wK^e-dEEC}y|?%8g>6ly&_}3LNA^N3R$H?I!@gYFS$tZ^kAEGLN@Gz$0y}_*xg> z;mmEW?Kb5_fxb{Q@q~mOBf)R+#jAC;YDM4s9GcmLRf}wuihA*FJM6B69Osj)0My~a z^B)?m@gvu7`U_+JxsdyRE`)imdQ>M+mt4{uSuLwI*KXHRPYEL^YLD#1*G>#JoF3{m zM)6OH6?AR$F)lS+=YL{?0$V3A&E+?uM2J<13%6nO{wC%_Q7$3D#!QrLSmIz`AnHm! zYk`oQAj(}br9ShMZ~WgJWphHGXp+bMxuKGi*BNCB#kPL#40B&uNhfxzi}uS6NTcN$ zST9M~rjyOg;(-@;KXFGqDPP+?d|S4+Du3^7Z24jUCnF1p-Ld{@Xop-p`Kw#NDRq_5Pk- z=}If@Qhe!y$4M!d2|!8tj9sjhXwalRGF=SK4Sa-Ed_Cb#LhArz_`>&35UXS1E_bJT zeIP`?v!2A%Z(y;95+QXga!4Qn`o#^#nH$h#fgN&>n9f!VH5EI`Mq-Vxu$+4ruNG{7 z!M$afn_&ar_&g2a|Ja(vcm8D4^T^}XO5Hk38z85lwuaqMA@zml*ylThyDZspvu;SqNwkaO z`wjtWEU&A~a<~oNf4KDHhtm6Wv{|>zIpz1n8Jv(PV{?g@Z8Smmq3ztfIc@Wv7n}yq zAO6kj=eZOT7EIz8e|we+MBZF;jyR#IW!CJ(Bil6YF?8#|e0b*OW7zy!H@ZI|MlCzt zPYOG`=#|OB;3M23*;cBOYk0|+OH{d6>Zi~(

m!SEJFaf(){On@K4?HES z;U3d$v47vnFL>(Ytu}qAythzEu-JVI*u`u--IEKoLwD_Px3H&(0fO077g1i9#>Yv2u^b%j>_ zqd!=V^AdVfW=GIzi+uH1HK|Q&apq}KGm<`Xw(fk2>ut*`{`{U<7KS5mfC#`*s)QH=%MSS*i<;^EElJVGhCZWx4OpSvJx3;xYOSj%47AoP!> zUnC>uKj=j{tm-<*(J4d;f&n1E5iVLX=Hlz@(zJ8|MVfswJr4;P0o6hVX_Zpip}Ks2 zI(fK4{HTNcn2#2A+kzxPy|VW3#+F~WJWnrt0@bxV-8Z{DFEA{{;5tMzB_OxwAkg`~ z+UDD0O|Whcl>U2MaY_}SRumxruGlz2+*rVKQgYe?&(_K+u-M^%8G0Tn<-Sf@Lsy&4 zv#uE7^@V@9cZ;&Wzh5}Vu-aSu@W&Gs8Izh0yOW_Khp_PY7sjIwMshMyo=Gc;NBhqm zR;A~3nIdxTN<*qWeq}d&j}Dj}fyeKTq6&p%yYxc|>zr+l^7IO$OQ{?xey#7LT8gAZ z6o-3nuNZqjWUQzDHfc{gRvbDoUuZX%-Zo$uI|X^D>GO5*rJLr8U|t|CpSlB-I6Oto1*Mu!Hum}D7i{er@OLWt#RMf&i7d-rZN{Qyv}|Mz z7}poYP|#HWI=}FTcir=NYJ0FJs6 zd<Zp0A>UUlzO0jnUpJYY28CNm~B5%z|RNDm?JyWpFmz(tV`@bip_d2@6g zK)>tSy|~!OH*fsFPOky}=wIXj-t)bS-+RE5YisFEA&XFSRVKZ0XM{qr#?Obh6`0%m zAAfV#VSLz1)CLZ2e5^0YI(N(78wB}}wrX*bXisJ75u?fbyXQ0CIM zJ$}+E^<{kq8vmDjm+!CSvJ{z6$!O|}FOf7YLR1|>5=Sl-J6}9s_ygZ(;y53=ATyx4 zNw<7FE%nMs4Y~x1u@|zw>Z~^hYY+|?nm@s;tBftra16#q*Fk)J&1wlKhc)*yq}oT# z7lm2hnzk1nc1Z9&61IU;t6ygx#3jEC7>13Ym^Cq~uP9*o;E(v-=6x-M8|YIabYpuG zt9xEu$1vdfcah=Y3IaKrnc4WVUg&yL$#*Sx5i=Dpo%1tzLTadD~|xt&C8_nbr#7 zfeP~Op3}+aTai0buFs!uu{`}QDu_1Mo0a&a6rc>UQF#$N*{}ty;=*?1#Ev<*_-2G8 zYcZpS3`eRggE&s=p3`3(=kINK?t3z(W_7IkCV?S1KGsb$A27^OWCEK>pz_R}@@>jcz z*{8PzOc$ac6Q2r%mcv+IugiAq;GnvGvxrA>zn$K1BT#KJ>s5;)Bo4!G<Cu6__-0Y5BtblFyw|sbT1%8s58EH;>E?=759`Tgy#4^m*L@t2G2tO4- zo7ZdJ>)R5I&;TO$Tv~|Fp0cxMPr03zm;2>g^^y5%JEJ{Jo+}nlAx#1j$pmA_S*UBDJ+cSS;Ekbe0lM$AOU=si$lCI`8q9v@Wl4_dzB~Z0 zkQxmb7jj$Rnc=T>2;g?y;v*z2dH~~|9m#2IX>u5j#OBU(TZyb(z4m4rRx+~w?P8l) z?AHYx~kgcU{Id#}h9U4@QJ8ay`A$jl3dm z?u{Z`%>6p@IBfHOGFE9^7cm^&3l|uvrk=y%rTNe;h)+9yp6lG{cawe=;l3&@GpF{^oVqW1Z!#Hk@MB#F>j&< zg)g=xsGXbVh74?6AT@*K&wm{_xwS6Yh>y}P+na+S;cweiYZGixk%eAB&>CYL*=CMi zkOyAV(?&!}RKf0U1XkjQEV7xt3)5bAge_`D|AscjdZsN@F~xr0)TwpHbX$18y!c^> z(8GagNBnyqgEW1%N$y>5pGT@5zN$>^XIqesxvW3mWws}&<;mUGxY{VPn(yzZChLmQ zMCl(iKSeu8he+Bmk(Zq#K8y^B44%I2DG84Lcjg0!%DvWNs4L&CIp@&e{MtDhxb%Qs z=MFXFX9RdwbUT})OhsBL!w%!$BCYWWVXx!;_~|JP8(|=qR9Tu&AEl&@+9X);2RUzm zPJzYe;NeD2HTS8=D5R$WW07xUftQ=_LH})yGnVscy6*SQt{lk=Ds!2VU*A47jx1kg z32gW^HNFn@JXeT3&BVG}hVHau1O5>&De!)!{j7$;XiV$1;AX^&}7;0R+l;TAQ?S+FBOGG=?*l%KN#C2FkqCGDj6QXo; zz*tkZ>Nqq$j4~CtgE!uR;WOE}wtMCOoG+EsRO4TF_9fi~bTYG-Ir8U^d(`)LGS)dm zN8+uydm_-gBYbC;!=NJ33fw9lK~%K=SmpSqZvaw00!sRZF?rUW&EXRMDSOF}e~R$u z4@=lrx!I=PDm~0$y%j-v6B^bR9CwA}N3RVTiS^R@i(Cc?|Z7Fwj z4gVa4?ecnwdYP+vnL}tmXT0s~RcoO?#b`u5r?ZrjddTry>unajLREB!30QG4x33hp zF~V4+db}@Ane8&2IqQ%E*_>TfnpWJ|Xe+UQZd6iWW>+|_(YPJ`JywD~cbelfus3YG=fA@O1V7_)Ps;$SV z0z-{P?~&63m7nUQC9xLOusZ4`^5CtuoZ-h7?zF-V3>YGNc_j0^9Djv)QU*krNE#P@ z(z6xX=C0gqU16M${k!4FEi6cVB~2@r-o-JBWu~N8NyDpd9vekBH}_0eIpq-FO!C;K z%IWXO3h*vHuzEy3^q!1b`6{`%FX0E@5pLTd1GY)_gund8cLM4UTi8Q2F;?!|0jh(%rn^e{vrO znF^8>hnnxR>@xV68vC;?B19mTIiN`29p;ZMM#qstJx*)4B+)sfMyjbqtx_NKt^2_n zCq1n73ieNaxDv_$<$+^QXJq|M!|)yFgw48_h;7^QWhBpWUt9edeUrS zqU{9HS2Y-3Z0vd)uXK{lXG30hzf0EL2>)koJ7Rw;eZ8pOC#b>QY}*~WFjsV@9ZP=P zcC^f&J_)G~5}6CLXD|8jVLn;{q8zlOxJjGUExw1HcvdBrRHzqFTR!@N1vUyDP2oFP zLAg*ijPipGhRQs~h>z4J@EUObO3D(sh4aJ;%ejrxjFbM5c73mBkkLKRQi@)B<@s0V zS0Fl1iQ9)E~_071N>+m5N}K(GJOpaCf(g}4Smx#Rj-2+Lq2C=ng*`17&#wBui`~}N z%|nR9J4$iUmuJ}kdt!1+Gi}~=XG!F}s&oto&V;I8_RmtVB1G< z)T#yn#Yo~G))Z>W?tCyFc>h^3UX6`h(CiGBH%(K{cmQ>a#5VsBtBUE2Uw;PcY*ad$ z792$#G{?!z)tDjES|xy*w20|xl54*;UcD*f(csufG z@f@cb9RPUZxqT5Hgn+I6@gMc z6^Xgew~rGNhD8d3G90_JFl)MgV)9|sTU@4KUWE@1;dytRYomsC>PRIYxfW4|jQ-;` zb@x_DS%>j$gZ`eL!~B=w&72|?G!+aMPY;?!?la&GI02~ntmNk;O9nGOsy z+H16rf0e0-z56H@N@ON4;;ANp@^{gS0_5y1)yOwZ4%4OTCV<5y9eerW54nm8yti^V z-z|!q8By7Q)IpBJC0bnHD&xwTCvd#i4W%fTMLTnp{9n~xw!tskiL;WP`FLq|l`TX5 z&SR9~0+gi)2!=T81|c|vjM{YNvey!+-&Z4zb+|VA7MipTmLb$+ZO?k_!vGUaA?8mj4n>`sbF#igaQmDrEHq;;e!_-jN2*nW)0=P`8Xdhc1aZ6&o;K1D z#}^?!BTBGX@6UX61MhTCs|Q%6p%uqj$suumtXUUlvXU7HmWn2&kdSiQ6_f>fAvoDB z6liHlPoH*WSFQNTnh+894wCCf@cfIEyW>y-w^r_l@it7(%Z*agCcPXqry&{| zpicW$&Gs5(piQaF6zl;u^?2e$H3QlZ=y)$%C?(0Y5t!E?E%WJ2`PKB#b8 zpEkoD*cyXpa%XnC#gOxILeJAc;+utCUQF#p80&cC*xz11xNW>one(zrZ**b+?LlY) zG)dQ-{CBGmQeZR|$vx*jmv}p)m$CD%u(~V?Mn}8<74N|32(Ts9P-`JEXbY@v=c#Rm z_l2g0>x_--9B=og9IEqvMbrbGmuOeaR{I`CJQ?FfaK5lN{xV*os4ulK6MAR$mEIWg z8d1TzDkml~@P6@l!Y^n2|D9tkr>CA*m#)}c0Z*gh50<<{)(zq2u$2I(7wHc@BnL{Y z(nZA<5&@~-=&D*sXgl>4gWG;WT3bJz%x!Iab)PD?ZukrL4XxAmsFMZ_6C9ru?@GM= z8ZX$RBR~Q{u#=U-^1%&m$2`&*kcla|=^^oA7r=T;_)HpbJ42@zXk&UC6n1}=v^(5E zGwO8^%CfB^jN7I81t$*u@!UJsQDpQD_{x490BssnkX6jN+G^Oe%d`Gg#YF2Po!lOf zB0FJURN*rmaokUH5`L)f_IA^13A&h$J<>7-W zWvhU4NCjbS6VFY3PqRAUOc^mX6o$!VzIftdYSiZw2(a&d$OgNngWZp^uUuvpfh9pE ziCqwuD0yaOrzU}g{6bwcITclA?ahy00(>$fr0HQEVn_miWesGlJ)t+VIh3#!eEEoF zT}{ngq}-$=sDUEt1Y__lq-mM_@5dkiB_{Esb2^mYFQ?hk)PMq5zg-Ky0M9x8g-I5( z=N-GoGkY#62dAr#RHxcS;g~6eRG$P^`%l9aKdYt{10iLr*xr(FX*xNe__cet0Ypj^ z=e|4vtcbhtp~bq`#$%fWSWK|&v3f$@=Ibq*1_(Ww-b>=SJZ!{AS%0+U_co5&(=?|z>5@?$Ei^{VRJ zdf7l0gjT3}1V)QctYf-v1(2`UYx`2fog&Hhhd1&TXQT%UmkyP$`8~LnxK6(D?Ks01 zy6)8b{^Xyi?mL_R4i~;VYCtLpzM`D@XfvbvB}Fb`e0_oRPXWdc-`-sPF6Ai9H@yimROoywV}#iVWl5)6NnxnK4OmMkljt1Feun=b7NUnHV$80E%K zY~91-CH}5$buFRnMtTyC?fP!ud9}lI8{ur4VDZ-e{sR6a$`gB*n1CsDKub-5;ED5axenc#&toajIq(XP_W@q1$ z-i>JHP|jTf;>vNzG41d0fNPvlHMdtk!pEw|)EmpkQa#x$n^9f)1g&Z5*-f^hd2BW+ zV@Irg?})H6`tT@u&Jq6;kvH`ho3Zom4?C$#YkmDnqM4VbR&Q)&I0AV!-5zXp3w~D% zJAU3z2jqq~odRu^ex$}&m|#$9w>#_c&;Q2)42P9|q-{(LyY~@SW~RAABUwG?*A^KL ze3%K$4alEtZ|aWP^f`3mXt=o^*X8iBPOkfG7EMOBE4}HPUiGicC}UOQyLfq3eDm{) z>CI|jNe@4aGTKn-sE%y=Psgb!VplpJ2?fb+%(wdnXMvxp2vOQz7@2(XQ|USLEzC(J zK+g7^qpQ{@qU_8^tZwIpc4Drh<<3rBs+34o5zE(X&dedPj?W0Os;H;(Y$yye5yIYy z>>Dn~dST%!g2LmXK49OKzw&lF5ec{fe($fDq(s|y&6|@N3aMN^&dJcgL)=A%tM#BT zDJO=Y8;V^HYbw5#b>qy}R%(doK0&H#Jw0WVaySi?l+VmEUTTXy*@$3f*F;=Ht|8t7 zO$F%rt~(eJE0b01WZk&+C*~XPi4E-rFq*ym<9~iLpraQkeK1k+EoARt@JUnln4iI^Fgo2hkg7lDYqXi+U-~KaJm8{Ga}&0zP;0ylhT&q@Agt1WWyFR^)Ja61$)lfTYhHw*_2N#`K?TD6R6l`Y&1$4zbagAOfN zYP`HK{0(8xw})l>NWAvpRLP3J7-Ae~TDLh``@PL>9cgTfq9^tBWThER-~hKkGdBBKx~rVf=iwJu0z zGCpbe-THb*p0crtdC2uJ%H~>qc=onQ8z{t!WRXy91y%|Y_XE6iF`#pLgj6Q+b;%-G zh7Japh9KT^VdwE#zZZHecv%55VUcxGhTG;-^%>&Umi|Q==l!d;o_Po}@xndraJmEht7#RQ2F68# z#-RJ%smauwCQzMeIEfFx;4V&RbJ6GTRje2jnL<-WN+p4-wx_gB?RuiY;9 znU#E~mfd|#FcSeuwVU-Qt9YaBm|zLzdf%H=m>|V=_0Q&O1oJL7eA@Vc=&!*RzZcUr0OG;#!2Fepj7f z%mWhlVWBI7yE z?ZH`n*7jP(zHO|ix7fBhJ@FE!iLyZ$HLxYJ+W`c-^2fu1VV^qqKVmKAlGHR6H2Jnp z&l!HPZHFG`fpr?G*>1G+#~#B@Q))u$pVP6uw(5}odp@m-{F{!Ya`YXNL%%8rms)x5 z>^$@T;k1VyE8I`j5RQP10|hCZ)Hx7vklmXzo_RQB^QOz$rNay>qsAUIzBi@eIjTt_ zz;a?%7gLr0)SbIh_33J892~`Tl5AI5!3)$IqOKa1o^}jcCvJuaDMwEDFMM~QcehWT zohIksVs23u8T{8uQEzvXVW#9;-;A=osfq$e#Yy0)rV`1*#qF~ha}v;1gKhH5wEaW-Hc0xHvT71>8dEiN zcI$!>sTu3X6c|bxWarympY}@FaB@-Y$>TKN@SUMB=mUN=`{j9^lk4m8DbX7L@(;cL znn#S8*a4Tn-Zy30-CkGk{LZgx5#>t{QaE~U|$r4%*4sAa+UEC^8Vhjx!RJKEtd zD#(;#0V9&40l#xU#Dg;DhTa>(+eZeDJyJJ%oKbIz)g=C?zE;?5+^q{d&0vS|h~Rcs`zL`yy+1z4oYQXA6-ujB@h1* zSGZO%bQ<~_{Dsj>2Z zf1;)Mv;XfXPo?WGgxT+eB*%1T9^o&Ine)_fUfl?a^fV9RIw5x{&)!2*aZyy&;-9M{ zT{@ew?@EM=9mR9>T#B}&r|lCGV)kV+zr49Z0qCo&-?9I|w!^wxv&e3T=R9t=AbW|6 z88DuRi)k>9c1``^vGCAu%;ghUjaX(gD<+B0sW8Y5T)%U3$E1O9b;fPG&4Fx%oW#y# zzsGL`6qPR8?v*e6V_kn^Jyla1_XGQSsj1;QW%xcE)MCJ8^c_#dMqe^hycqjUDn|bR zYh75Z0tb&>+>}Zk*GS4&z9;2fBvHJX=WETcgFJ3}Hbru)IMzR`d`=js4RJX9s_0z( z0}C87L{bxA7FAz{m(|i?s_}Oe20A%qw#_}sx`UeHYC_-kPWoeC)VR%(F(@Jm75=;_ zb3f~z|2^gg>g}zIFkK(SayZ`UaD72!w~{&fip*9fbSOdudl4j&SAvyy06KEB#1Rkd z0Sht;Z;&)GZ2bx-@k{xx#tXX0y3>*6c}>j#k@GEbRltxO8TI(p+ZbRbW`y?Rj(l9a z6vrBNG@s^FL;AcBa(Za!Ct&* zdHy)0SRd(p-`~(UpSbD;3lEocU)lWEP2^w4`b*QO#edc#wb!p`i_vlT)qaW+@khK3 zL4^8Va+;6>qRcPHim7~ebJj7-Ti&$r+DB)kEMX=2jF*K}UO~3Y9?RunFaHdax9xbAb;Tg6 zHThyc5F`Q+txYkPB0|1}mqF3i7F)1I&5(zYNvu!3v*>z>41yRyi`Z?Wr_01Hym3VJ zp$Zr%umozx*ln_p?-QU`e=SOTFG8_N-Kw8q-`6ptU>{T(sGW!l7Go6XJ|mh}SX);l zRDVK^H%NSG^p1p{`L`KJTQ0`8wTM^mwiZ+Yx6=&Z_c_STarYDVuGJu34|HT3GJ7!? zxb*xDUY$OdM=mrB>63=eO%mMO{2`_-`$}yFA~?Y36I{nA+ymV=oh=FtxLJ^shTz|O zW`jH%pS9l__C}1ncN)~r(AHJ2FUnM>Y};oOFjkZ4zDZv3u|Al*+Kk{~R|0ZkOZ3tjiMrbK+sXj&(d%BY{9 zy=c(J54{5(=c(t5nRBm6-}$L|)B{N`Y*w!C&WnQh9{3N7+fJ+=GVajUmqH~mG+Q$G z-YEIB;MumyX7Fk&x3}t*=&_S;dbXVI=n8}HLBM&~dbx}Uh3#C0XeP=DT0Q>=G7R#| z%M9``!H0Y)fNJAiMYy))bmYyuWzY@K7=5h4@Ct-Xx2LW3e*Z$aHT6i@V{kb8eA+4F zWh7h4xkob9t`mX@hN}P|#Kb!j^K(*s0UWAHsf?l9KGKnxDjEKxn>%~{E2m1zl(?C? z1Vh0K)7WlF0T3RAj}z_5dVkuXdi&3lkl)sk)A{jMP0={>s&_y9@W_brLjT%zx-{WWKOmBS?L^u-<(FAi30KAalFMZ%1PtKJ=7tJ`T})6|D`#Y=hC(h^&(ITTpS+7frZFt zqrjUQEjunj+`%q-$UtC2Q02`gf1Ky4-HA-I97t^Q7BwGmj#Wo1ftE)h-&I2ZQOAOa z#jjyKFO>iEd>jpeV873X^K`HyrI|1kl}2k^vWL_dAl$zBu-gUtJDjo`+OyzYDmjeR zPoI8`vPJ~!IOi3^e=5U?)+F|Ots*Ys#dOWg@LMndL#+b+oUpKID$UHs2&EDUaSp;O z3HM}CbS4SC-({`&8u{XgLQ6u3|Bk=kQ(%BD$Tad}L&@0}DT^U0a_nt`h`~yF)a4MQ z?+#`E_|y(%;OvRrNbr4kBE=+WsqEH^3#qyWyb5beQtoegi}Qrdx`|nMHS1D5lo)w$ zwcJ1}@pVvKo>)6i!#S4#vZWQ)503-q%o35JzkKF1bs#kD61xhysiw(KWAfso@?y}D zSADfKY$bXXCo~<=Dhb4xS~-%ylJt(uCB6*reh$a{2y|P!Uj!{T+7P}aE4|8-1@-b-u zm+e)(op|lIO4Ar~6*upyN+KRAjth4juQ`@ZYiq@}o^e~2>WJNSXgi@;st)!sPFJd2 zPF)#!SLC%q@M}>dM!we*Yn!LWjmyUlAsQtvJ%4tu>A=cKjm?aLQ}Dqh_5#XBIO4wY z7Z%$jo2GMi>>i@?AGIw~Ck(1V)wS8p>^NZsc6pS z?S>sA<_H$6Lx1Z7(NgsZs?0^j)gtGm%Wnd!PqoSCOdplAbimejt zxmf4tie&*;exi_2F8j}u3~E0N_IiRGqurmlH_ljGWjTJ`v%T*VR>yQZQDa`C6c4z~ z3#f^{R=8*zeXOgtBU2*tj&wyoTz!izXZmWmRT(30kVSx~fCGpGjgjVC>Ms}D}! z7fNHA$!Ka)SHuIRsBHt=e(dT588*wZqLd=Qc6Oq79Ea8Wv~v=t&^I%hm2UO*aqBH^ zeotdKo=mspVRcLoYc7))!1R7R_ou0Levtj9`L&+i@|n;tCmRTq=XXNhnd^SdOTZ;R z_T*Ov;PA;}`pRnjjP%jpfgFW|U*QaRy`CYxqu+NK5ePbfEFa^TRQn(;uHgp2SUiK**ERJBB^hz1Mu?T+D z{yBAq`#>$3dRy_drqPO0s6aspp)%aH1Z7)Wu6D=|A`Q0Fa0(NqVJ!kZQLa(#d32ygsSsKU^YMeXB+b2mS_zhpf z`t6c!nld}gvmbUs5r905I4yeadY;F03XOu$mtEkn6Su z)+xEZ2QCFaA?#W8{E%2sRG5Nu5WUN?MDr#d;!+Uk_vP_5_I1Bmn5%1;i$f%HuHrx(`v?J@#DXYX7)o>Om#h2KTVmy z`_x2{I19tU!@9iq+PZ-YyVY>IA_6q+rU%%C{U}N$&>0SF4J;W1kcS}~WD_Sq+ zUYL0P)2a2B!#Ey!z)<+l7y%EoqnvAP&((tWN@;Mz)E}Lk3-27&Z`(*vv5%6ye^8Xl z;wLTcARmM?PQ){h&>q}*zTr<@GH`dMMX-@JSZBb^BGeGcQxkM+r=~8X1%Lr875p&Q zJ^NU9Hd{8&ZE_zvoMES#pz4yt_ht>q*JmH7LX76N0qUV8Hf=9p0W~R@X5302Ql)6( zdjwOB1FX$P+^>S!NIpjw{|je(v1_f_a;MPTwC^w#33BXGICK|P84?12D{sH<$KVnW zceINwIE}lWNN{3<#^a-ZV^o@iYyK!F+ow!=bstinc5Mgz%>(Jvo^Agv*KwQ|s55D< zrQvMYI9&ndSzs^ugpCeX51DaW2w~`RmTY}HvFhvR0dY*VFv&j&jSTFyHQmU0#<=g2EK=tjGt|QiDf5y<7RwMnuiQhrqgfpUR-}CN(-%oDmbi)Q|JKLD?p3C z#{5;5B@V2>o=vniu0>F7<@}F7=X$0>gs>i>A?`}YLMRwiny=}*6#e9Xn!F6&4Wd5BmJx?6=3p^!pGB7{= zBVE{*bKhWb5KO@g?wTdCluewikQ3&Fpg=+UX`R(jU`SE41|p=F_19KHRZFhme*(k6zZxk|(0Ct3Y?fJL+P{jEcVV)v}f;@j% z{;Lz!7lh$N-%1-yF^awytsh3)W{+_OYvTSyLqA?F_7BHc1G{&sO+B0{zsbki zk|<`AHlM_@$K9B6Ulg#%FHqPG$L?Bm7__%bQWGk%o$vH6E73{WGEINSJr}>48D%ZC z+~`f%USpWO>PW4+ZdAFOb;aGmesmiz%NWA!yeLH4eZimetU?bkr)Qhe_OFOu7vsT5 z`UWdr*b=4gxtG=Q@WocB_RP#49};!VYPB}eETUD6K1R3OCYThh`h_o?V%2=KNBHuk zA~KU>Ys0j)3JNbBhu)>7VE4^9pzun zUJn-^2DzPbapb zVc{GDMoDQb_@(mhD_S6uF`vd`JrkKiF%JlGdliujPzUkVR8U!{>0>0UajI{uk!OxejMFCJ3(m{(*t`av14gLJ$mArrLq!^bW*X=zWO zSpXXO2y>bxYUa;9y{FnY>XYRdxg32@9iY<~ba1pZ6kPt^5hq$AWU1<&wIK7+&FpG- ziQMY_@s+T161weGhsuMWtDM?24pn&)!>QZaJ`-?{vp{9|0N58g6BFJ8p;yh!MGW@L z{~WMZSx_)9bUc7jSFG59yME?LjCow6{M8k{NR><5eTXMrN{G}0udP~q#~h7hUP?+y zUykLk7hbe#w7sD5b6lQr8*j}|GoZSIp#$EnJI~ksM;AN%y@MCuW#{tow580Iq3$sW6=y%`pQAybBO6c7TmT{%6$%gp%>{FL zA9UA6oa}0CkKD18R-*{RqrceS@uP1M{#q?Y^Jk_d;S?7-mvL&UY(nEMJw4uMYYNm! z0k$EY!^0D7JQkOIn#PR@%0@h=X8SPq%*GOw=DZ=4WRrrbuIi$sXYohJI^Wx23;WQ< zz0-W%)}L^6Js5b0W!1DN;I5FZwsaui9YZeK&N%dE1%`$pFNb45i(tek%}Q%?b_1U` z%J*#q@GvI=y@=!h1Y)vsX-rT{oJegJEu}mtCB2uK0gwM#5LQ&Q;4xj?L2EaoI|*Cs zv~S+1O$RB2gh?BdIrnK;>QNy$!4;MEoZoUO5%AI4Xf<2qmCKYhnEnoTpq#y*|2%qj zV0^0@9uJ1ZrB%!CzlwGpidyPf>Xu$Ker{|E*iEr-@ll~N?&|jUa+3B}diIXu83-F8 zCJEq|J`Q*NjUJ`t_`yUb)5bb&F+aPDZA!lTzF{}`IE7^glyFQ`9)wMGejMtO`FnM{X-e zqtESXmxpjMxilez9(O}U9qoW= za(>Wa;3f}1Ve9+0nn3($cf;==1=ISwifcnB?vY|*H|M5ciqmX=u0Yyk>vfR+fZB`i ze0wg#Y_*pM{f5j}q%7B0TqV7dBXHI1;t8(N?z*%winL@tl2kOz1O5sod{JP$IQjl- zi7e7!J=8glc};+>>!RnX0d6qvmYA_>V!ufxj#hg+T2g(SKNyXoC>G&-FPf_r6c+=$ zfKnx8C=`Tt`9nAQ`2q!on!_Z>aRY>@cF^Fb%g z+^0O&Ge7pfNoK0Fhn)JiZ6Ucz9QF^8mn7eZc|MVWUOZ%Xdh1TbwOwb$+Jjck&Z%Tv zf^SoNfrGB1&tLoX_}bwDO{d7)NkXjG@NZnJ+h6a)T&wwoNn+ZfZA~D|JHrP3PmU8uAEGeVJo;qGgieU$dp$Hc_2UCWn;;dqp@?qG7bcC5nW;%5f z=%f9H*{GJc+1I6ELPvFOX1cov$0J@05}RYs>DbMB5VgaW!`}PgOm}w;Rv2mgZ2N6- zYkiuWT{sIWrxH=!J$Jbgkg-ntFu6Dd8(^Lg!3p1}x~yQ6H;lY^8${E?1e=ZC7#uCu zL6plU(IHtR_m|RSB0+G0%zNFne)@hQMHN~+I#BFnZ+3=@KBjdKg+-tZfG0Sd^Cx?H zi4ngiQ-2xCM*7q&?q7fB8T(JJ4xy#qO6j!u)AqD5Xq?;A>l5@s3e0e*B;uZ9%TGV# zOQD2F4dnl_JHONEX49N@8F?xM*>XkMVU6g{z-CXK%`tV57D|WX3-~Z!stnPMm+0EN zswr)ZLCzruS?Z@5Un)bRZs4B;)oZ=viWluu2j4#>L?D5|CIwJxtu#CMO8_K-OVjD+ zy&4U{TSGvn{s}YdTZY~kgQ3wsGUud|=OT<5(v5l#$wYe(Go>j(Zr=Gr;ZOXkC5ItH zYZ`3(m~0!3p{Zycs%T5x@|bhtqcGW6Bn48kzHRVD_=S98?F|SxdhXbH{%@yRR2Ha= zjk8#668tE*W+R!);zrKV`Y7j3Cl~PU1xL$*Z}9}sIPsk{wfazKObD#q8u%t%->jRvw!&2j=624 zu}+J6TFtY5fxvbJVx_{ziH_cii~gF0`Ddf=RE(As-1d5pQh>46PF5TEZSaKo0#=Z= zuq4sb`Lt6#`NQ=i)RHM^b9yHOrRNN{8HohJ_wG|Etxv78vvi+}G}lssWkbss7~Ek$ zy=Mi;@)cA5B`7WFJ9Zs5N{Um5Xx7zR(RVi;FQv9F4{;PH>sP$=Uw9FArar^AsW#vUP=|GO=NV#=^JNGBqxZb17ABHHx1cO4VkB1h>*l8K_0Q*&c^U;%G0Z!)!h&tc` zl^=(}(;}NgT3X8Mvwz;;=b_lrB-NrlN!xNiC?ZWo|ATY0 zngrU8kjgx~C7U9u0HfCiAoic z3ED6k@hV}^Zg-MNlFsNo!>|#Eyu~PD8cWx``}v^#ar%{&g$p%7Rpm_wIBO>t)$c2X z@7dXK^6a-PGZ&ka`cq1*xgh1xfcudJ&{>hspy7AGOu!UguHHmYYLq2;$3GKYjXZne zcO1;j-zHG9O}l_@OD*lInfl4~-G0ZZ`*QP1+3Lw9lUf3w#ZF$;fv_(((s`P9p8yOw?>fDAY$!bQg5I3Ci(_;Lj+D2}R6^xVQB&1=L zT*8+X<)~fO<)$5u_a3=!wR+Yn#x^sxT45RFR2TTfMY1(jYE!MX#4XXH!B}_Bg(;Q; zcjp$ak*(_030tywz-7mOyDO zP&BaF3foFrN*lcrc@b{?$SNB1{J;tR;J}_I#gAlkZp)#sT3!Yrn+t8 zd{f`?oXEZAF;VES?jaC@BTTT z>i!H5!79e-9R)T`*65zrzj-ToznHKgzGpt5dmiS?A;4c(puROn&@JOkGNIajw9jF- z*Fk1jWNc_pc-OP6GAU?Zc%&zU_7XxgdfL;_u7?s&tY^;aBNxo*Ztjh`P7I7jbr&hs zU0A?wTV}G@bh(OqGn-6h4>y|#~$V+~zvJgu^ul2+i;>U{+B z;W2iEAP9m8;(-|8O$pn5Ia1>IzJ69hoU=a&P`;1yeFD$Zjgx}_PXx?4k_$P(g}h|0 zAh}S|06*95aAD$Gdb}jqfA-rf6gAL4^x_vO7X=&ocd@DOdTNfqlY+Mw-_8zqdB063 zRxegxaR+v7-o;_>aAV6a>wzQ-5>W~tUY)q;n3$T-DK?iH_H$2ycgnjcHN?d3ub<<( z=aRYGb4GCp0;tufDwP2DpWW28?Cdd7gkR5Jo2UG2x#{<>WN0_>?i=3C!!JDCV3|pW zIhOvkk2mdU)qR<#K=FEQ)#`pjcLed?Iq#Av@z1_}4L3e|f$nL)!5Wjc!LZ2mr9}69 zK-WAhlq;0adX%rtBl{fcb;Y!VL+e}?iZX(B`w5@rU5{Wrqo*Dl+Wpfxyyw=pfOd^9 z#v&6B^^JHo_Y0Kj4{LC@GPr1P6fvxuY3ACshY*ctT2#U!mChVv-grc+WT^B<(5@6g z*a=WtbthxkEE1~!5^XY3qg1OQYTwn8o8RNIaebYcBa)e8MP^TSK@f0cVr_E0Dz@vS zGuC)YapFa-FSy~MHx+{sDOXq%{5;L6kr&%X@GyVAqNKe6egO}gh zCLi4aS1kxQ*C#1oolB_frquG1AZ3NgvWVHxj)H1Y(s!gr<@H^0C3P7W-M_r!4(3Ki z=tFm6)`Nbw7`e*qmq+$FQ@1v8F-wf?WlxtZ?|YV|Cc4bS3a|vEukTHc5c+c|ag3m4 z06v$~?Z9$5oqa8zhkPE9%OM;GX7vhcDPX3g`#CIh z3G&^7T$jM@k~m!wS&~e39p!N8I15EV*%3Tmew=NUZEO#=^Y(lP;$JRtNx*$@^B|Ki zP9}Zssn@+CA1dzqM|ckx--FsKJq}zru;lMVjZ#&3lU*T+a^16KUibBLk>_v?`UdN` zu723p>-e5WjTqX`0F%Ev(DphO1N>H5Qm%Bh-Hy9|KX8$*B88mYM!# z-YTr0rMN3@Z{eNwB7k2_HNF+RXN9exw*&Xh#s$!|5RgAsqwWgkrah*+Bx0=t0lG)c zoMn$md)h^Eyjh-hQ~c98=Ko>~QWisCx1rs($i%=NL%SaO&PL|Bo}708C-kq&(7$dP zstQN|Jho-VR@;L>r+iESyh-&ag^1O53)XFb7vVJfcN6wDnBGWJzn}d(+2clSx1l}Z z?M^{;vqq_XS3A7s7Ym&EX~4nbc`lqRh87oH!Lap`X1@Bg!tE)ACnfc=%elEOUOcgm zLf1SSH=k$g<{8pqj>&0e=vQkqdzNhgb&?g6273&apFi~P|FAZXJnq7J7nK(TMTuJH zqC~V)*`RL2y8T%I-X<5Xq&@D`iTWB?O8oOX?qFeLgaKlOJx{D~+g@yJUBTP(XE34yY8heTxKQ+$yd=lnlx1@f&Nsp0Bh@1cDIM+X0j$UPU10~1NHy$CN zUZ)lW3AO#FHjMeF9Gl?smdRGeTf}EDL24-JL^{qMF`2h7|9pMPPX%E>g6V{l>GMHh7N%-3B4t=7Ok1mx* z*EcjoZRKk>z^E^>u85cGXH`JL<)$It?wz)oCCKda=`N4C zUI)(+1k)aB#)t8$wjPEBbedha&((qts`21k2SEi2wLV9^q|bllsU_PnKN2eK8_>X> zBWZ)F5v%P6$V~w&+YZV5Kr<^$D`+?0OM|_~Maq9IX(1%bj zr9`+clwAD&0^YhJ{<;$W`V#(zF8mGMs14n)v5Pf*y_D7!**H+3vNq2`&fx-r83Ly9 zIZK_h)HuxrPIsSX#+#v1tKg?0z7|4!t^@IxIxdakzGaYa9sE}8b2nk`$P%4drX+db zTMzI@ANr$9u~}Di?Aox4T^q7fY`uH<-3`+odgdX80^Xsy@@^QT-0P6r;8Nb`(wh@JJ5; zX((lA%}ET+c37}(EAP$1ZlIb8?a%3 zy3?Q?L35ZpKPM%5DJeJ(<*LKTvnBk(9M@fUihQvatz=5guv2Z#RPwWWk8KCoz0kvd zrpKciy*`L*3jTQ?|Gb|7bkmN=n1Y;MC$ZyBucPy}1D*q3F@CGG6k+K938DQeVtBF7 ztvX4CJs^f-8`RU|rjpYt(&w-#kW4RWN(mZN{48j3QK94{Z|=={+b;)CsMXFKmGzN4+*vJ=aXORKoo zRkDgJVwFkc1fr-*C$r3@k6UiKh0i|n+302~yJhrS)sEN5U!7mt0u>BATjs5QbesXS zMP@Bw{&v@mQ$W^gRDysqFb7-!Mu5qi7RlYd$hxzlu&qGta4peD^_2$gChmTVw#-bN zY6IRClz&>r>2sEEnYqYV4D4Hlf&No(>}Ko#I8WiA1|OsPn%mJrzr(@?m$SQzRJP=F ze)WRj#k?SAcZ?K5w{2zd&U@5O=yS{IbCBIK`o7Fd$m#R1y1$CtED7dmC7nsI~_o z#3verhSN<$K$%kB8+JPd??!1CK$O)cBhv1T#d=IlgRCnA+q=3FSwTcN9&MYwEvYvE ziEU9TdgBls2gtOl{ zNB#c$@5dp|T9XG3jEs;&gM1hId>$DYVPa&2A{y@3qV1!-#BUJVh50nl``Ud(El||F zfLcvZt=6e71XLZ5vZ_%H%2cWjQ&b!=i2 z+u6=8v5Q%EmJ{v?PLxh?-ak*J9zy)WagHt=<%#(xc&z>y+x_iqSKE0G~o@n{$hRU;4WbJFV3+uZIO{u zH?j%6?X^&Cp9f~q;6C}g1C%btCez{};Pl1WWp?)LWM}uz<*(;5j=_zC-2Ilj`Or5$ zl$hS&NrmX?SpI35uGe?r^f@ciVEIx-Zhem2`W!xRYF&=&{>8Cq_vU*Y<~O)Z4Hc+t z$s@ZoZ08Dbr%1RYp*@w+#h>-5AFHDRg}cE;mO^OHhZexR1Q!ZB3wY-}tyZS2F^LQ@ zw#uFwrhV9sgc(jJrUU}^3wvYn18=!8N5)0@x#1PY-FXwkNhD z+}>z=Ou9`g?WSE}a6>iK6#`cX@=`KiU&D$0B}$u)lV3B-s5-_!Qp4F+83X8cX{NG= zO1ts4SAu}E-F`NJn?IGx{w(bevc{FtX`#J>AZNGdSR@XNjPS!fd)Q24h8P3xcJ6ay zm8qkjDW<&b_S@M$Jj|YFA7+2|VY=VcP3fi*`K@`1>s^YyCAwud^T9msv3U+Xagtx( z@LLRS9$a)A-}~P8Hcb1KjQQS~`g>$#gs~T1pbI!MGD0`{c{w&R!l987)}i6P2mRLC zRME2_J`mss3eQ(~b%j?8@G63u6Hu2>lY*Lrs?eo^qN0=*&wP(cy~aYNOr_UF6sI|r zKg9v}0Nt{iUV0e_|7{c-nRn-za;KOoPBFW7R@-SRegyH4&ppm#^N;a?!UsB5niY;q zCZFxvxQj#eL%KsBb3xm(isb)i@6F>RImj(7feBO>33jI6G1b$3akp8mWYkr7#u5t$j0-}e{4=XsSn6?)&+;@Zc~ z(VZMRcL=k`L?mE?p|)R0v1{Ef-g5I>c<`AAm-V?v>->42+V^Ypy`gWJ zCqKWVxjo0zZzyrY_v%dT%rU(;kJ)Qt6b!7qf^1=jHKr}vmYB54ZYWz$?RzzqY}#vJ z6)i+wB%nRoR#dA!cSDZGfd;ZEGm}v>)piZmBUtsOOqyRUcX-;9D!ZPLdU0q6K~ruF zm18LPH&|E_G<{pWZfbPYn9oAxJyw$=Xb)lCihw-=`4CnO9pWQk*PuO4P|W~#-M#~K zDBTj!M@{XfxTozUmJn>o=T(;{1?)y@KK@wr`HX!@?^FC9(W$xzLc~CAhIb*XuykP5 zEFoB$zK*$>CGs0ibiH%X0rAVUgxW48(;FqVTP(~uA3wC0WmfK52GaF;{cnS6n7FK& z$-CdDQ1Pc9{U}3p)>zjSaDDKiXvEP9FuHdyZ@K$!uD|g{c7*D9W7y(jU;G%Y$rkpg zjoGK}lDR!DhGWoU^x%zpoVorCj~sYpMc{t9v3Kv@ShdfJv9U46o_&@)O8h!LHpU=o zz^P+l?fOBWBp@GvURwbv^zyuAkSS0b(%xbNDqi(_Yxsk2HuvExCQ!UR>37aW{8c&&D8EwtDa?5e$0}IT{POGI66tl zPJp{XVn8H+)~9ixq3#s+8yLl;H6{)1k!o*^SnZ_NF7}s|sO|3l62VjthT&wW>`8T9 zZ=KMdOipdejS#*}!3nSj>dY=c!vjn+PEyswBvjrb7}cO%SKX~}SzP*#B*b6L=N>EE z;XddpciJwKX2*15Y6P{CwymVsvgo&MEDe$k=zw>TF^$#sWvnuwsqPVM3(>X?$#$LZ z7~I3hMhf0dA+Y>D7S3+v>_C$d$63~^pJkEpQY|WV+3OzRFs=PPjAwsK6OyFJO_}CcJV`CKQgm&F??xPY@8(~|&cQ0?g`)=Nlp@hHV zweR2y-~Ix}P8`GDXk(37m?aax$EWVpDO1LGeB8Y*UmN=xZ@Ta%b`EFfj9u-x7}$e? z`@>_;QV@b;2gk^p(BlYBj34Ci#6b!@23C)c*<)b#n#h`oUkUJf4BSN@x5vOO8Mq~r zRAG>C|wHEDo>r3Ct z?|<|6lO9E>z`b>&7?>@v6i>S=D!EHY6-YHX3w5>l(Q)%G6%hkj;=;-%hjxy0vx zz3_GZ`O-hX#20z-#yzjUhhO~vf3bTl{8TJ`ZHeC3_r9Ru-Miq?oM_TI)52bFw>{_) zut!O!T5a`AdyENle>JCUF?|+hzf$W(UUYTuhp6axeiwCCE%T?baf--Jh~> z_xFbunPl3V0{Co5zZkSf%6mg@Ajeq{3f|WZ)VVMZ%_uiGV{}vqAxcYB4MLEQU_Dab zgH-cTs}|Oj2!Ei;@*xqNyze>+^YvrWq^Ry4oJ8?=iS%SY*=k%SEiX zYwCN#G9zVM;Sb^6h~A^e*oXkeC1%y2Ydv0dF+itox!w$Llebc1?{8jagM>&A-v#cX$<`RGTn z>GZYhpKqkF*MJRs_wv7gNJml@Wg3GG znzuFiipPbe)%drn6?d9a&_gj1y9Ii_AIT?{6tk{MoB#lZj%|p1kU>@j{AS>vnO^ z8}8xb`#!$nzj+~9W*UbY)P7J?$+g3l%B5Mx&eBb3cc)w`->iTDYsiX!z>J(y+C@%n zC$igM(cZ3RxykL!(K^}c1a@74Uq)@O?;Fr6$e7x+yRx2bj}h8@`^B4bBa*Z6`CrHd zj1JYAnr*|oUZXuGfKp}v03ZNKL_t()QKc9uC4pfm5C!}cu&0${QwaPBQZ;xN=_zyo zJmFq1J7TKLPDphOgKfoP!h#ar4OodyCi1zb!9Cumj7R{d2Jd>}W1stoQi6X4zf?O|EVcp5>wR0*k#Aix_KpnAOn%&UE^OZ>WzFD_o5 zHMcW|KksAqn(f4FI&){-b8dUI;AOb|*ugO-4~@l%ol%!juK*KOlW75)_U`3pR{-q* zySMIUM|lUwP9LLntQD*7ZjVdFuCPUHVZa=qaeadm>rQaw!jV-|-LFKf2<{J#@pt?F zj)~I~Of)8NwmC}Zh}8Fz(V@hPyl7tsZGmAMRGbR7X*0k8Bi0C&z6#ZRl~$?6$@!Cf zWbPwuUEIq1itk(Vzh6d}?|=XM|NS+2B?%Ay;6cnj6SJslAjduJ@aiOeiC^*Yr+x0Y zo-lgXdylhq%3~BL6Dsb8fzWEUH+-Ke zumH>fv%nXCGk>}bd(`f}@hcSb#yl@;zKnrj;HtmY3ng}~+r{HYA7`dIvm)z}tV`T8 zF1Z`7UWv%(8r}turAL==r(CQ-OI>@SADj^0ja=BAHpm-x+vjfB2Er0}7d)!psv=#9 z)o-=8QwZ%b`Q^8xEAK|hz?aVsiiuIrj^l1h41j2(+2Cff``-+NYh?$ zQVFFiY*A^)EyW^(wjBez9ZoGFFbyMyc-=N*YA_!|eMU38%!{n&lTz_hoq`z9mwApU z1dSlze6vZxG|7b(d{&~ex5C!&eS*m-PZJHeS(@Q zdm1bRap_2J){Ez*D=~TudS2FpbS1%3z=w+;&fMOA|I`1($-`q5ymtA-#P50N$I zXI2R9QS9Ebo6mps^9WO@Ys8@HaLBx5z#O2TewLgiJUpKHhi7=x&Nr=i+b_fz86M%z zAHS2gzvk_{a`crn#u_vynw&d)4q2DTmioN>ijQCM395l=^{_Ppq$lyEk0(89qDG4r zreTt^a>$~DJQz8Hd2611wSCMr=NM#=L341m5B~)d*GzHWy?Hl5D`;1ik=lhoOVToO z2BIJsJF-?;W;J5x$j(F^_e=WQznqP0w(AxdBN`#q_whWBhLj15%pu@=KQlz{rFz?+ zLwvpXb^iI{nq5YZd;ZZqd}7}xIx7ohg~;%`U!%`%B~c%%s}h#|s)S`+=_RVgo}sjN zSY$$LjCbCn@~sN8rR*_AQC*`tJnc>=q<2)L38y``_ptcoMf|3pv{|*2 ztPsqXg>yQ+?H&6R?N`P;Wba$LBLiVMOxhr-tM1WgwR&ZrbZO3LdyB5iGfPXndT=mK zPW5zf*Hm`B>|^c~ub}tVTVZ5`R;xv`*<_cqi_wKqzP$8hj))`b1+LKf9V`XZeo$lh z{}@h|he^f3BL_Kh>>$1)@B+xSWc+?b#~k_EH|*WZdp`0Jwq63X1MJzhhqt}rZ9H`N zA(g1QQ6;LjN-bvW8TN=h44cE$uCH-o&XT^7Hxh3R-dK3y1gcWS4H;DB70|$L#L4ClX#oIkIdD;sRIVWEhW_UXx^ir zKJy?sa|u&9VlaeiIa^Z9`z+Q4u5Yxx11o8DKx5_@0((=-#!vMjcmTPfGe3f?dE`n=5Zr7v;T zJGiG^+*2+u<7Je4%JKSx;|KZJeZS4Aqld7CP~{GNi4lIe0^0T1tB&9UAN#~5LwgkE zzA^`o9b~pTi&fTC_kv{D7-o<`=A1cPT=xINe%`#Za{$8^dyI^XaOdrJ@{ZTNgI8{R zC5?j(T1Q))JA96y79eX)kDh}v0+U}p~^&hAX^fD!Dr|2PVW5iHE>^zn5oRDDkCX* zD1TEvbM#RJyy54Lvul5yQD7KV03MOz_Q)dhHQ?Z%ZNs_-78yO}&3Oib z0j~G1zoxJIe2;QZnVIU$ibqwI4T(SJKQAmZ?zBtwi7NQ2dXQNPfxXbSvScalF}z#t zWmrmSU;3(ocB8MIlx5_@PC!~|PXW8`agTlTn%CVPv1uJ^AzLz0(>*<6DgyikpP<>o z+O>$irG+(YwUw^WYibQ!Si=_1Mu)v_7Kg|SPbakN^L}cYu6N$e zCKEwwk7+WR%Q5IUhGBX&k(dsLDPU& zyyt)6b#J@-viEIxaF~PR2RU?7l|r_Ll@(6rC6;5co$b_&8kItYbH~qdn|)iNlkuY# zF~tAmJGgz*?KBQGXdP1!kAZSkG$cVQ05^Ob0=x`l4Diui9AUNvlR1BG4c=D}*A(1m z7H4?k_!BB|B_IBXMM{mYKG4YX_VhQO=6yf?zH7B>YoWzVWroL(J`N<4itNpHW`b(@ z={k3QY>H7}1XTjE1mtZyPDu4#mztEZ+CB?R0H6DrA)ITFkeU?(!2mC7zHC)q`}rKN zy5Utkek}C6uOMVY-6?Z6Ug98KS1{aZm)esx@Q7t6Oac~q|=lckK?>bm5e^H}`y zB0()sb>7p^-c4!O6I`{V)U4%3$-q75BCDF}uKC%85O@n=2|fvC$y8RIQds4qXvTHp zi#em$-_K0@mM_INg_cty!RzNNl**$XMFB>$y$QyYQ=+3KiHwT zn|&sQo0AEu1N-aT`5ULXZrWo+v=dT$3rO!Z)vZ-1TO!vuRE=kxiLU+@&k=rd0_S zvsYPuVqh+?Fqm&_97TA9P*FqazMy!tNt^Xj`N zTQXK+r7u;!%z2MsF^K)o!ZB2WbohM>EP>}JaBtdzmI>=#dK2&Yr$2wm`;(60fnhFO zxWJ(kht&8E!>VMg%u7tiWDk3&7!?)@3mkan0Jk|m+Nyh2j0}(P&b!`8U!{+;2hMWg z!Ua_Vv?&RiVd84D{kcbD`p7`4qHh0_Q{qc)9%B4&2 zyNBV=`AVs}hVbrAyDa?uf-29LhW1cl?*R2~&~Aah=rjMf^90qPt=t#d)n|kw+6k$) zNY;P1MTgQJC%Z<=QUGt14BRuWQl)$dngQN)j=2nf6i|YfENP1?4QEh^c4A-b(Fk?Y{fl11@&d6g3st+lfm8=#hiz2 z`7Ac9&H<3L$FYJQHht93#5!GFM?w27+ZGw=Z*a@D1@3lgBn9+?-O?b!9yT z?-#8Y104V#1A2OzrMjnpJxg)dJ?*jWWf^c!DDG&sBn{eit5P!vkgs_SJAdI9aE69D ztS~yL>%iWv8HO5BRMsS?#HmXF)2|1vc6+|>3cV%6Odm_w%Wy5|LM-sL*uI))kMtaFy8Xwp2q zrn+~Fy}S3aYjhXQqfMT9;u&S13G)|aL$*6^e*12|bfvn>s9l$1cwbZAJK~yxJHTUO zk1-$2s~^Oi5nqXf6z#H*uIhmgF~ps>uld|pBMzTC%;9sPvZ5s-7H%$J4X9+(oByA) z?0T%qaL!;bXVB{y6dZ$G(Z%XD=yG_`S{7JRvn51O5QFHg8?s zop_!`+=06U%ZxwgliPl6{O<0w%fc5H)Q@c1&Jw|`4%lh9wmKhA|Isu-J!qGX)V7zY zvRkS7izw~!U{2aHYn?^&XcO<8hri&fa+CdL?9q?*Ax^B-?jFRz?id{%k*s}+mYXFL zXR8wfyf^D5lVc5-+t6ZYu0`IJ33%7l_B6Z;p)53|g3mz7W%Edl4MQz#$HTIHig^zy zq3Mda)MEtjo=hf|dca73lj}!ojPy4d8EEm6ZA-j*&pbc%vKe-4sIh%RjrD^q<`)Y* z_3UOUOGTxyN1(33yO~zmv%noX0KS{5-U00qtZUP(BvzqqF9GeT`K)BrWg`T5Jwf=w z_&B3K{^JzO<*v}4rM72^CE-2|Gt5M5f*Q4ppQJ*m?Li|Tm=Ej0XutD8LnSmu*09Jv z8v(p@)O(4cly=t^xR#)0z?MCG`DgF?7Z=}$6-KPOpG>OmK|a8AOm5;P=8bvg3UeHI z<^V6ZU%sZgcZrda5$=4|oxFP2t9k0nPceOJ8c;cmv3*8Qa3O^EfH((2IBUv#x47ou ze)!a3j?5lWe$5RQvZ+p5DZ}IiPlBtIFL&DIUH|x9*K+sPB8-{J43AGd-jQvV+mgfC z;?Q@f$!))Pj-kB4VBVlFCn)3$oPv#ARBC&}b!qqkbzib1mD)ZBJOG^gvujhc{bDg` zPjYMX*0q}MU1I0xPL52aEHlfL36%{=P`~c->>bdaf_Ds6Z@&6um7o^H$72?|L%Z(N*VXn2$`h4w!e&@T z+i!2SZ%dmcliao(xox>5zzYTNm0p_-XB!IGji`2b3fO5wd$bIoU_)OXO1Xe_eIA?2 zEjE{1+`PHY&0DLyWNVdMwpO`eU4t!UmmQ-GUbB0NfBez~UbB0NJ9jT~>-AN3tZ%S$ zLxY_g>TDQn(Od9i`B?z-i+Kg@l^$h{(Sbc}lhNQktBOn-*t;d5Cf4hKZWwArQz2C8 z#%QXya9P4S1D$ZLDd{5hxFdu}-yDsnXAd7{=Ud*=)dsT?Sl6cj1Kt2WHz!V>D*Pz%~SCsCzgP}axzK%;@l;=5J?-x7GXz_q|NRf6hAKlnS82d<3T9)+&D zTSFGspoPc_TKN`Rj4g~X!YSvJQr*|Q?iY=b;St{Trgzcb>gU|pIi@d6$9WET#0jfH zidcD%m3Y+mW=_s=v~iT{jq4dS*5Dmh0o-R6W_bMg3w}KeLvAhUwa8xSmJd^{7b&?Tfww_x-@ves>eOH}kzq@3>r{)mznLRg46ypG#E{}~ry-S4n=WA)!+8dj0DsFkFO@5)2ifKL`DJ7zo>70ZKXO%|WlDrsbZ14Fet< z20VK6L5CeD3s<9MbBlQ%eS8O=>m;FFuO5>H>nl*)vue0^Rop{h7lsk`aKdJq$;VL( z4=~djqc;uamxK3oeR#c9XJ#;lh8WqsdqtoQ*{}}n-+=-JN{tc+<-xA!X$0-@HZ6gB z)@_fRE<{{TNCqhDkq0il$@z}Lt z7khWF`P{E{luKnEpLm>^rI`-Z{kE?xvhie#!JdCKE#Y z%>6UWKQNC#WLB0qnvQd5c2;ecmzu@EMOv*DY@~t2V?!ZV-8_v6W z;dRI-L#fxN5G(2FNH3dT%=73I+v5b(C<)aLK|NuU2?0KxT&e^6asxpnU_Jdf1os4} zn`XP|k2Bys0{D1vDIJ!VQ`xo9?J-h__NcR{yn)3F7ufZ-w{=ZOC4B8Hh>u@G%EWv@ z7MQ8eFe5sxbZKY@5VpXbYL8tIf1r_NB2?MqyD8BZCTLfp!G-&O?S6J|*}bCo<#HlY z-3`Z39r*#}b#E4$TqmxhOj)V!gkJZJYpVN7BDT-$eKq^PwV#>#OajzpAlr3e!~BOt zCr`jv7QVu5&KkU5b8sK-8|JaG$5_ZOU~jas1}&_-#q>W+$3A!IspJK3&RZLZX*EN_ zDxLkm&(b{E#2RRqcTAU??5Kj1F*0jcVAp{> zOKDHTyOErlC6n9@Ih-3D5OC7A6}-Dj5$|=N$4=IFk1Nh}0rv!?Ujn#C>(Q8YZZXf- zAHQA=&Xa<6-4c^&jnM#ISIsX~agRC!LWlNriw2-egS-$O@SgU!BZL~@Dh1JkPPbY| z@^7>(1o)*37qEwi8Qr@#(;@?O1@?~D(VBC9181LDPrWz`#hM!Ke!=hh_eRmcoA;0n z84rOP0a^rS@jeLJwu-PG`28QbpFLMWY1boC-J=RKRykDN^FG2B+{8`H8net6W_jl6 zXVxmrTw+AkXTJ8=Ut_j8+lF^fgY~Fb2`KAcbnO%<&%61f?Rj4n#r@F9LrhdBa5g%a z!zO;kr*^QWKEP-oCRY+H1nexY4aBsX@!$_0R7#74K2P$hT0noVNngpNSTe{J4V;pV z-J8b{2CbG$z2(vf0;)bN1~BhSj<}LX{>dQupDkZC0DrErmZZ9T>>TYa@0`{zy26$a%58>U=4_;Hc^*1BS)2_GlU{>=NE^yK>kQ$5mZ zJ3tTwFc+KBn46$=$CjhgxS+#9Ll|Z!yEksUW z4w_25D~Bztp>7VDD%YgnRD-GYnFvd8)6F*_rM&8(T<$OP`LBN-!!{JS515dHW}(Su zv6%q|IPILKC0jHOH`Y}5%ZPWqOzQ{r(uTyh=n6PU7=)(J|fcwm%^0_;k z9qbVs_kv67R7|x3z(oRwK%#GLMh9%R;`aDH$#q^z~U3`wVhD zCU%cSuD5_?TX?QVz1gJU1=KuA#fJq?a^97Eew#z{-cjuJtDlhCE!ONZ%SY^Yf4aM6 zM*o2aaL>3`#P9B&bE$l*k{A)SBXKnC0oN7wG;EtH0e<1Z1^flSoe&z8T+FD4o>`?O z4Z&UD9TQrUEoMJEi$CvU_9r_Eae2os13Sf_p6-aGRrd7jrz+TVz`JJMiPssO%_td& z8w)gc6d3;U9EKo<_cW--01w@veT9m=FLrhkwCrYnCTYJi$zL zhMmJZFS`Gi66p#vR@uTVD%IVv4fe2yS!0&@!aN6_I>2qYHP!uc;$3f5@IF%y#h?}m zwOt_Eb{VUE&6@RRnW#;$-QNBq3Gb@{?ntHN+8b@`^)|98aZkHyotCf=)C0T=9(UZb zmY}*?aro?E4xc{EOWlCcl0m88qNmR!-)my`nB@BMSos_>2&mT^G+I7&Pf~SZ(Ur`5 z@U>Z=3xBee!b^**eK;yI)ckpKo?9DhcA1Msxm4!%?YA!r@9FSnJymD@Il%k;=jY?W zgyNd!ISt&?)m6Fxb_BqfP<^}_cLuT&LiHrju4;SAE3SiathO7_I<^e7=R-w5*IBx9 zrK7UO)p0V^emyBxx9eo7?9sXi{hn$RG2? z)A#e_`6roUPUWQZsj{tRk9NmQubh-m&8J%-9DJ?J5S{S4N2+@snt7$V_tMK5=L{{`QeO8>YpVO@#NBVdn?Zk&Z$0rXgeBrJ zEfNtWuo@^KB~spN6KuD(Gid#2!TYL!`*7bd-#++l77L5m8*JS3uJXl2S7^=W?$7${ zTDNO$Af{D{nWY(?ns|&GdJK97Es6scg?7Zfpik6zU`DPr32tKXm1{C zGW(g?xJG*n?S)jm`4x`Dnm(p9v|kk7wOZ}VsqBd++SA(30{u@e;mmr9JyQyMqRx9p zLwjx-+)2&r@jss0K&8@#c6~%t(@5H6I-oseleuWJX=<6Sv>QUS!8=mVbtuo}k}aQC zQyt(V;MW!R#7Pq=j_r9uFi$*9o9ghc73qj>V&emIQ&U|3`qwkCetn#jniW~rn6$q= zQrvytXKE_XsZ)apVIv36;=SVU)OZ9X1?i$75|AF}r9{(cur&RSQ#v_Y8~iLjPb1hb z8cftC_|D9CczE(*1@YBcb`D*>5})w8_l6Z_ieZHr+h7;Fm^Efu$S<^2_tKi`emSvs z*Ir(I)2sR1=Rb#$Gmx%C1R~jy)GRd7HE_9ukC3z(Kg ztJ$JnZ_;c9G+arwDOqYt&Q*N&4O$HTmu)M5!7Byfml2cpB=1~$=at>)i!@@t`z0i+ zio&J)-Q6=TOOGyL4uncu!R#0isatu(jwDU3L}T@dD)p!9vHBg?f7j}@XDaSl~3fiLaZ9h&ee7t{K)1-Gn>MgjJqXzIhBshY$#XFc==$$JTs_5Dwr&)x1mMbFc7KtixL3uX-QPo8~} zBNvV^lpCU4xOAv4_k~{fbcLCGlZ|2{B}$ynomZ;+p(d}~yr#NeZVV3&bH~khD0t5+ zc#pr((MjNuSSBo`ynkomJG`;?M+e?l4cuoIXL#b|6WE(=ybE4D?fz_;}Oa z+CWUJ6o354zaz*kkT2U5hAfCad*$S*qbiR?>_f8b8U-^b{l=!ANw@4YYC(n z5G)4F{zOrXS;{SO;D>9f`*V%qAqDRbJoEs<5o&0XAz88 zcx4;b6_JB^8V)SV7E6Xt)qo`-Sdg$N;i+>iD!;x#`P!c+P`;9QwCB;)-h~%T>>Az0 zegEvfOZuDYlT|f3=L*6->*6o^N}<-^HenG-C4lP6aU$tbQ^9LLsNtS*+k-3VzV(y` zJPogz^I`Ljlvw)McIMvyW6b};9V~rvv+}g}Y9%H!6vpV7^p*+jDFt1(<8-ZN6TSyA zu%{Gv{e4SRm&vFwliqf1PmzgV-i$B73&0P+m)bO%*PDbuTNg+Ov}v?H2vobU;P9P; z!<}#qu}3@gF@&85kw|bA+Vi{l$Ix#i!wny+@EJ9BYluGT^+uNS+=~2%q z6xvW9C9tME@X_&iZK>mo?;z0j=SO!ZW}bbPC;sZM;$wFl2g|ZBO%u~J6IExjMq4!u zBYvJ~n&IEt2$4gsI}Mvobl74NceFH{OSC+``=lpnhmS>0w8u5bCtGBd5qS|?W{jS& zl?*jN+klBRVzF;&ANM?Y51)MMlN^~nvZ8Acz}sK*cKlhN*726QCN24RHIEa)2^Lvo zD_bcIl_?&1Dlzn`7MI|(WQ-g!^83m*QQkH6^S&-?fbK0!4= zwiF*8^^fwE#jmXL-d~$oJ#YtPAZZ+EbV6OqoVVt0zxHu#_6XmY`VwN)hEW?iYU2-E z$aQ(-U;(#avLsq8;!zb)0hYp1QjgDiJTqY7+)`NW!^n{&{FMx`2ERo5*z320AsG~$j*H^n{L zuAZ2xcYe%_mg)ouQ&8PggBTD}78^?}6T_Aywis z{0J=}a7>e_0|(-BQV0=)d%9Gl4((}>k3iovO)gv*KnMr_rbm-^#&St8?>bPLZW+^o z-D&5tL_n|4$LCevNOlCGjzdu;vYI7TTGAf2*|)Th`^N9%;o}dl=$f@>+aBKfinrpP zb7`Gy;m`W`6`x9@!UPixF+|xaQ`lKxUwt2k&mCUTcGseN?Afu05540rHjl3M?qBs-J#aUahh4VX78xLMTSNv@`Q5vZ=dc!6 zA&$--;r?g-5V78d4K{MUg*R*wjO1ashoCP<#qd}NT&hA+1(qZ%1#qDj@RTJO_~^#f z+4&U!;l*OonY?Pd_hO9u{@H!(8r`+xJ7fN=k2kZt>h7L(@#jLdUB4xsm2{a_+4Ux9 z`?G~A$yncCPrx%4nS&&C^MFgCu37Z}B0=50FPE9S_ZDh@bPMw6W-MzE)9fR#m#7W@ zo$}8YwNX&JC7ha_O$YXll8#x>o~5{Jr5?L^+&ch1U1=t3d1{}kyL&kE=5kwg&jR>R zL67HkMLwm{NAP~=bPsb&P6F5y$}<;H$RSZRCG*tRfIgmT@D3zjYo)5YuDllt?N%(d zfnA68TrOF0CS7$V+K-h0eDpr0-nR(i9U+){_SwYSpsVd^Ku-_Qlvd;o!(eKv4YJd9zMFV4#8S1AA4@t!~MT;Ki-T-Pz!L+ySP&> z-b@?bgIdro9T{4tK0Wj4Ro?TfAI4qx-Nl2?th}__m5M{B4z+(+pab5elYkidU=j z<8y@amBgA|=F;PyyY9Ip<-Phuby;{{cyJ;1vZsCP9X60IpqWm%#DLllYXntQPdZlH z)1?qY?{}MeNPNc{`v#c*@Qu_yeG^P>ih8}yP)pps+lz+XW!=Tw=62P9a zx@4*8%PQ_En@|Ga(+R4&lAd9Y$+XL8e>?Fj*RimpfEOs+jF+;{cwy_X&}dc}9p0xG zY{t*@BoallEFlS?rVZ)|@J@ZVx?M7|E+5NYQdXk8ry*Vk^{A!myl0h))Q>&&K6D&Y z>bdEXmZo7a{p_=x+`m6Q6x{|BRhwDXnxnz}4}Uny`SbnwFZoKs&)(6NOEz^<^Xa^g z^w#u`cw4| zpL_yvqrXdS3jyA-9CN?Eo!Woi3&)edZWu+trxtu0W2CAEiOL%tz>ywhRo{mWI8Iqz zvefkSG_g#G4oL4dzY8&jx3yQ)iS>rMkbo$iowBs{56ScmC8nxk223zvL6t z1Keph;dl3@J-lh9$_qn%2ljdUn5a#x_O4&GFwA~6wD8f!QU2huKj6rPl_zaHw^ye9 zBcq3G!+T_vS@XDGn;2gj=e|>)!rEXXHrNE~ZCax?!Ds#esq7q$6xZ>9f1smK2cRgqoBs4eJuRu9yqZX%No*vT|v8H6lpdm@i!b$ zqm1T6=iLIm{(2WEPN@DDQ{0z>_KanS@t=R znc$v%h}pmnaOO-8XU_B@goSt8gPEiLCOWOlKzmnE&#EMoRZ%8ot4Ta|MAA~DTWCrK zM!&(NHOYPB_c6Yh4ezn)en#`USC#61hBFK>K%dh`VRwNO{U%cl)Y^W%ilz7k{EY!3Y2TgZ$y!{_u(q zA>0wskE?#INY%EIz5@3(#r^8X_~JMp+W#T!O*Yo3r3RZAvatFba`XaumZ;J6nn)R7 z1b`>;Tawn2&+&Pm{(rYYZR~jl;g=NQzCYUYDDRzr@2c*~3o-7!>s}6@JDh#1IO8;~ zK32sVQs1{I+-Wz4c72%ZZg8DQ98Ib0F{}#ZZx1Q~W}n%ajM=3#>7B5tes&|A-hgHG zVHhP0qkv)L5h8~W4njCIn-eq#z72zm7zL|s7tpOS%T>Wid(YE8`*dd|qoa~|p1w?^ zmW6i|^!F=%UidFF1VlpsNhuLhwC|7xYJFu-k;A{Th20-N!QgmZgGN#{3qb_ob`ACS z(f~71YJ1x5(e0A5+@Biy&>pW!wf3I~gf?(f z`u&T)DjK{e59QK-XCHWA8$wvLZhhdQcgM2s6m@)Gv(DeRL)2v_w7c~}isbh!Dr9dG z7rPLqP}T|)EU1EU*GnxdGn2LzG^Rg==34g%TAw+ z`bigBW!60IS2xBN$GLCvKI{!P_Na|DY+(&r#DE2T6^=NjeGC9mydt>5z@e-k{B(sE9pux?YfsgZr6l#|Wk7>>GDrQtT?ePvhtS@GVH6M|k6}d6 zZW9CzTH+AF@NukSC$#H{s9BbngyNn`7R^-BMQW<;d*XPqo}*i6^iGck?90KsjQ)iQ zx{|QAw~z^VKXmUFe(YZzYKy`_25^SJjy6A2wK#G%PbuujCBT&E_^vFHODPlElxm?` zmRd)&E(_G7=KHF7Ub`7adt1@^s6~*k!+sjA{zl zi@*KbEu21G0wi+NkwgM{*Yc&y-3jUj@8OPjyCV?oyC4PaI=E{9??2PPI8Y}))}Z+J z3-kbazyWgM^!pF|7EU;Ct3Qj8w{o)9tjMD4$Qr}(Y z__5FJMVQWcNuDP$B%o;kDh>7l-lku`pYYR8YuXu z^3?zPRyZ@d474k7Z#EC$4@|02Q8kNCw~&<5C@=wswXAGK6<2;LzE88!|Q6yqw7T*+?&w7nzSB zUPjQErLgP39)Y^+LaU{`>k&MgrkW3e_IlS<&GXt2p9c7heO~ELV!E@W-^tLeGSPra z%MHS$$B7dK9(!yZLMS>8t~=CyU@#+Nno`;m@SZ+@QvjcNoHF`+NHBy5)LkKee*^!& z&5=LQU}&ttFfa)80X;wg1@C#<@E%>2B+$@W3kC2kp#Rwht!Ep!pP8lk!Q<3!TgTvS z1zI;tjt?(!Wcmm@N3ODa;YTR;?%m6W-}_;H_x|7I;E97sR}wS>itCH*`u$NQFGFy& zb(Ali{}Mkn`ctdD>sK@^bHG$TG&MnB1&LA0jx8MH1AqMi?)iy(*tP!3-tvimI7I4% z)93YDAZu~OV|;#``zAtYUvFctvz5}`n`6)%WPkxYJeF9Z=GXA6K7K?v&ex-fl3O z1?}k{_SBERzu+f)-D%L*x9OkGQ~AT~Sk^G6*_#3Fy4qgHGf&|U9mUF99rl=RB`njm z=hOG(JM1oLi%@#19YezYl7@Eex@%w{=$x(;+yjEd6r)`#69JXoJ$(05yLm;Zyk~{f zJ~LCm__;g%Z1@GGEshP*IlF&LtBDBh!*uS6aZoV1M^YDE?6X2s`kJ|C$1^()$8 zg3SlB2Mg13HPWS4R}Am8A1@oxoxJc3seWb-vA>S9zs|sc1{;8lzz|TP4d*hPkD3Hr z)Yv303ecO{w15JBD_pMwz5Bf>dcUV$V=M5jz5kxEy?a@=cQ3cU``s)3q}F1Y*mM0J z-u~LRGxndxlr^SL)#(?uh)1UuPWW991p6xc*uJ=(9eq1idC#w0SV1E|I0DmB2cA&g zEy1zbV|?NtK5^yYUHg%WZ*xK7M)Xrpzeg*WA44wxNf9y_E%U0shNt-R?T1pxqE{ zP*4BM0{Hev)&_R{pFj|Vo);-3ff2-iQ`z0a$+wib?!lSt?*YWB`wvg$F3M+_wwBa< zH&wkG;C5Bl^>yKLu~Ma7tG|x#x9hWm`Ww${gL@j@(-sJc1y=_x%plJqhi3KKt2?oH~^c`y>JGD<0@R!tV+O3G3*nuEZ*%e@Wt- zAQJcK2KB$3#eTZZ;Ql%rf$LDfK7g{l2o!KPQE(2hh;rqoo2yM-l+xZG&X0uKG{SAw z!`9UQZfuP6V`Cfx4u9@*+;aEbjNW)78~3gi+;}eW&Nsf32OfTa!)Fd-mD_?zRQ^*~ z>I-5>gYoJ(kJKOGgExI}mG}C}h1ERN#9C)z4um88g|->pmpOT1lHdR4@AJ!d{_+)p z_d_QSC4Z2k(0k01wpC^=u6W%0_`OUPCUG`6N@*`!*!?y`_7Lk?kBP}N(<}u`xHVP! z%3t*H7CgK;pQV3TqFE2H*W0uvTkzV;+>z%Apl5|Ztd)g)j?tWGlDlE~PMtTaDg)HN zUr!{XW+~8#Yldj6hlz4^X~-AQoNQ*Q_R&-#3C`rH-hTtOJrqKFI|(%l+NG@FnkVr3 z$J=VVKDbi4=6uH8gRaYkcHC*TJ>7B9-zU-eeBBz8hISJ(bE?C86lrMp!++6y4Df;& z-ldcr`Op@657ikMuVsGz5@-f6TeZ5b*QZ&_<8_)^E@|65q^7(_%VlbL);4A8Z!*<( z!)QZ$R2e3U2+}R94fE08wOXn*8lCW-p}HsbUCPA!v0SGlYhCo!kwJj#x*dvpmTg8# z$!9*Zg;S>rp+!al0(sq7651^d*1K6`GR^~iptMBCTHj&)08$4k5ad5Q%a+f~vIW?T zg6pU_aZ_t9%JMFODLSq2{xXkefm+zsqu{+4D5I438c+@A^$vhLHpUNs>$j)@H{N|W zH@*AatXl*4%Z_)w@m>7RU;Yk8k0zKHVC0PGW)RXDR2 zXkg|--+O4C!GvQ|$N1nEKFFROd)U2sH~6rlZwJzs?C9IUj)9fmhB$ocaNFk@MFj29 z*%X1hzXtACI_~-QJsi&;$KDWDkSSX@{SHIU5S!RUo;*`bF(>C}G#dC-pI|9aqm|A3 z)V^C|@zDzTJ$aB&`9_8E&y~Bs;PV*HfeuT6wu0l%@injeCC0>3vVLy!XcGh~r$vj# zctedwINk(QZTED^$8O~rGZk}Es$3YY<1PGozZ3qozw^)KXno~6ENckE=tYP^*m8+P z)Tn_)t91^qG~VHB&m6rprFuvEk(EfBwhv^g?HQeqtf~GQQ4(qz)J;q*tav^P-gULz z*Zz5UF|_;o5Z58R8`2<<0pI`Q-Msw$2N@WzCq5emqA**B>G>RaQ*?#X#NR~oS`w+$ zfW70nX*D_p^7^(qpg(Ftgudy3IO|qd-1Sn95pesyf^oezyS_Yv_Xyl0K`|10B4DC9+>#!a@{ty3Q7bi~^L#17<^EW+z9`Jy`18nRiZTg zJ&(Re3AMc&yoU$&hNtUXhXQF61I2Jx2|W8-7WEl{?Uuia{Y zZ-g!44_f+?H|=_HC8%27Igg;)hBAAzjXk2?4CzUNN`R<@KQ_SFfiX^RJdHVQ@@VT( zmDzhv5*!bZP03xOcX3zwE_Rfb0r~WgXB3*eAp@xfUs?nAD;kfSdW1=PvRy$YRN4of zLAJ7$UV52knhWv*wPxsRU-a?jJ-m63`u;i#4=rGCu+;_yAYthnOZ2|B_jwEHUEy4< zTz1`Y=eUwk)?!65zLZ@Dxp}OKRkm=aT$M-Ub<3Ua8t^2N5z!18W)8Q@2P7` zM+YEWCy@l_9a>-Cgt#z*X|>Be8b*|W+6nDK*!X@GS)9!t-8BU%D=FoeIOdGwzm%39 z`BfO5DtiR$R>nUa-lK?=_6XKpTnr36ypHorBHJB}aNYMmy@!|oO9k(`l3nxQA&y#I0gP45FaiJ05i)fldg6Xt&7z52;9T{i`PZTsTWC9)uFvx zgY09B?i6Gx^g#&hS&F-^y#MxZ@8I<50+to^BLqPpkekPnoz>`j-woPLk}7-Z&QPY} z9=)yFeAe}RNaom(pC6HD(EzMnQWSrScb09(cz8I*1Yvz?QI{O#1 z{OZ5>RX*|PClcFkO}5~5t8-j>TsELD6OWc2<+atL*GugJV3ptfs`0Q z`2F?6&ZiFUI@Eh!dlc35`m{GbY8hoBgJ?fi0`Zy;KJ&fQ{?_+>T-U|-{jT8tJHK-S zXU-I`?e?xmH#&mr4kT?c-MsA=Q{1(4q2mrzMn^pJI$(&{yRNJ1mm>XT^%J_a=#-B9 z?G<1KIE7N-*9+*kz_bO8yg?w;jzyv*p`*a?As0xFfAIm1eg1O{?A^B&OIIX123Q(V$*BE>ezuG4Y-A(z%yXL4EO-mJRTqEBkDFY zX1V`2?`Q9>y^L4J`QmrK7=QN7$>udZo~r@q%f+NUxd!elh)lIT{5)F6Tk4@Butuyn zffYcuWU{t;R`O}IxwQ9{?B{j-UFt5M^dzlsm0@O`rnKk&Cwp%mWye+D`+jy+ow4Uu zcdI2?gDt5gPhf)~Kn4gQaR7@8th;h^Uy{em%DOQa9Ec%dxGUVdSnDm|T_9jHJP1kN z;%0#4X5niF*ec$F~}!UWK%`Jw8)s?uAx02 zee|#fcn$a3Dx<-@K_dnBSq)hAN1(PQ~n?K3*c9Pj8y;s=xBJ)=8FDg7z$rdn4POQilR4ld_QMC{ZaOR>+7u9b|oWke(NO_-YB>H^DP{4kC5M#S8Dr! zhuf_}@e)O((!#H7NNyay@tmyO&xhj4x>QP$@lL5Rp&BFlvp&IeKw*0UuP@4OsB1By zn(yRaon+vT2PkYS;Few0b-B2`F5ZC0-%kB4-#zhNZXURqt;MYXjGi7%UN0LLqplqh zLg^BL^Fv>Pe=3JOya6wQb|H!_6!tW{gG&%B;&<&+(YVam>{*GT zEFftK~;RayI#SEIJK1lSB4j5$4wDjHe857i3dhQ`CGRl`*c z?IyU}^Oyjy#|_0jj4V20N3zO1UyM8pMSV>ZFk>ZE(04(x^2E zmz4#ku)ToS@8R~jvGOiMNn@hH{CDPAvvCcMr&{wmMF&w(F*V&DmlHE5_~6tB*>YwJ zHxJ&-==i9b$2BfM{c0n6eI%>Vj=$t_e_AD#U`fYn@Av5J=w!RIo$YL=L4zY4VLTkC zwp5EF$ON+ijqwJvcg}L-;Ege~1MFD8qv^luV^1wCeA^Z_xdI{Cj(HWBs8JD1-yqOs;HB(91ZDF;@9}M8qia~ z9j{=BaGb<46YmIvZXGA_zdKI$e7d2kNyLVv9cY_O1n(N)!wiVG_m?@YK|a(K0VxTj zBrsHVDJ4M=aNplGD;MCDXglUe&yB|b`A6C zl!LPe`TW7pGuAOieprQlbo*U8Iy>0rY~xC<#KB=d`#B*`P^l>YaWEI)&-gUXG?>3< zp39D1#)tmqL#btttRG=y{RpEcleG4=u^L@;wOyy@1EjYqdph=90{3$)^<(X!JubEf zoYoKMRFTbnegA6pBn}%P!B{WO!T_#kLVL59J?Y%I3&Tai;#A7h9xLvKVz`pho_g|I z>)6uYj@1{|HD&ET`(s;WOuLL$+%>#w)!o5~!Cb5D+Si^HX(k|uD+%$(vIR*Ynd`~% z%d301cJEv>oE!EK#Wx9X#>#W_tO_H@j-ghMN56HT3F1w-jg@shJxjT_hC@&`7RO1H zcUyJWz-~8OwdXaxC#J7Gf_8hmW3krQPxk&Yfjtp-rTv)2Hxzd%B@aB%&0Tj5<9Sdn zrvu^WIz}82XZ_x$%4$>6FWp}W+A|dQEO@sqW9AzlKyizd{NxLpdBrV9>3=v4?<-kk z?9%E|T@}37CG&Yf;7ep3)(Y^7iiehR0%5{?Kn(Fh!+RrACOI*EfKz|-G4|eb zCqr9yu=7oCWz9uyqZu6^EI`k%1(vhscT~Tnsb{Ru|(0OTlb_f7WN=`wOh!zn-uB%~vv)f71;&@u`!aipLj!u*kswH4u+K zpCLU}qIJEu>rx}tmCC`z#N)ndXon^^wTqNVlC~Jk<1bq;wstJt_Cg|It_UZFalA4* zv66})(`<37S&dYXI1MPmW(+)kFD_Mhu%|z__g}YcRLLIy8oDRoyXuuPQZa zbz;>W2&3sK6(0rup;p|5P>`mfI~o@z;hG^MO>o!qKzd%IuR}1J&~8GvX_+xWJoP4` z1;E>idm{q(6DJDXb=O)ZCzZ;c%O$~Z^s1X``%L%aRM+jrah&#Geh$!{rM{aGpMrPe zyw*j-yF@bmvJQUs|8C*sZy%%Y;cVr-Rar@aw=d6j@E$IP%;sGDYKUKT7!V-J%8{__ zCh#ue_Jaw;iwN9RUxB<^3vp_a<8uc%b^m_${`;L=_4>E4^QN~ja1q*QMkhx3%uhbU zSU$4Htk1{EBF#ig1RxuV8G{8CzIx-CjlA>a?>xU7@GKP%{RS_7Pe`+BB_Ui0@m=*g zTQ(%#poiNP*=8j86F!SST%>ee39rY)=~6XIkyFbEmqX^iJ5PPAo=n$gd<5;Pp$5ph zIsiL1?cmBC7vIVFT$Il~{#lNAM-;S2Cwif~z-D(d*Kr+v^s$e9j55kxeGY%oPr^RV z_$=MO#JVTe@qs`4K+FHgvdb*|V1e%6>`qU79zuGnGL|2^1n#RS=LGGLc-)P$BA{oC zn}DDC-dIfV#9CZO``WXuF*d9x5bqF%3pBd+;yP|qa-~dVkPMKv;k}ilNAt3piuIjc z0f=GVg7+-t-E6E{ppXLhkT8aJ)9-Hj;j?1En;%JHm&pz1sE7*lJvnlN0dgh{OkoS) zjIAT4vL1o8g!FJUo@te_RQC`NT20r0ZP;WSt?)#wmya32a_X|Z ztpVMvuv!(@)U{zldzMnKE4xnm95&Buv&8W3NM>&6g&pyamr*@r0Mac?#AekT>l!!CatTOGJV0-A)&`!&QE)HIl~Z2Dp%4pU3TU zaeGuFRYFw5Rtfdvb-aErsVPDHf7;(3)pp1WW63 z>$sllS<6}uafrR_Wx76%zv!#5k2=B9!^^CFbS>}y)Aw^_o7Zq7>qofhhMV}t&%Y5* ztB*y%_I!Z#r?8HDI`{CJ#n(LJt8y`wb5`0>%9PvfX3ry=hhsoDQ=ywW_4A z?K2U)Yj770iCYcvB6xSI60gstvUreFfBSJBzvoWYZrQ<=Z+a^O&r=)CfinlV_1m|S z-;`I-J{&=NPh^kr)cGQP84JBycwG4Y0=K;G7Dk3gR{o>sX-O1!iSoKf>bL22H$gs_ z4b(%+L;2S`9Yjgs1}=dNsQjXWf5s=bK1b)Tb{dj|YP2frGHIAf@|})U6E{p<4%xZ& z61bmhIXHKa+aA4*{Kmu{lk3T`rm%+Vxt>jI;uNR&1;5}-aEAI)6u&=;AX9y^%Gw9l z@)vLWi?-0Niyd92HdebZq5TR^mPbX-Ps_Y^)wFm zuf>hRK5B4R(4MI4*=oCj_Ap!^ESzcb^O~yoiix81_CDRxZW(3;A!EjN5O0FK{^%l+ z`1q-CkT$TJ;BNkx9@eV6S#b$aDzK?82ZlnN37`>7>)}|9*3(H8cR>PCrs}SNy`|!A z3_AwAr+}S=VP&+8xKdyOyji47PG{5lVr;(+>ZWSm3do!0i}qt6WfXZ(LAx&{3w{5Y z!w>dREGkIX@LnpBQr@-CJq(rFUaP^eEB+->!fh}Y8GY+|$PE3cq1^;`<9urM7ALh^ zNk=tuaF~5*7vFpE8m_tFabv#ru%7juUR`Lq6}2q7!szqEQI`tbt07)BQs8@Cyh=!A;SeW(Hp(x*qg43c_{;yw;Pc2v z^Vi?|Ywj7phr-r^^0W`Dws~H6)DShQ@R>?`un-VT2h9KbJa_!|9Zg(vv6a~4uFp#Q zVVDK-{;aPqGEb1t=gAG`@N+&glz0OkS9n)&_PVpGp(@F8L_x&q!Oe!LCbY*bf|o;f zZo35T=TdZIRBx?HoaGHDi%fT^n`_0jj4;9+b3DdloC;4-TdXBvA7^~(N9vsY%2_`C z{*SNPqO@Z}+AdQ+Qm1yL)|B4qx*%8p&q>1E8NT)=W!)?-rmtkF zIo~Bq-ON()v*xwIN(j}4N>3`ixWwGub4qa^atNRFQwq0)G`!2io1F>oSkP`*X-un( zt-5Pq*NQtpYtr1@P)Y?qe!V0V$yaP5`a%dl*y{VkoLLT@NVxn(*TE*DLYX1mx#Ks&j|<>U-YC@TMKS=DicDgwEDDa7lpxsp3&-%=LdydshP|CZ8ck-wPt9gfp)8MFgl-@PH$#SB8{a8I|m>S(6r8JcGs9|bYQQegz7xqbZ zp_No))F{DHM@I)E&Is3V4GkJR#$$|yV^o)`abr|})~9~5&h$S_^W_hG`JDFq$odg> zy=+&?F7up%`+4A;dpqytZPRai?*I6CP`0nx&K+;OgKv+1o7;bS`|5w#=KXahu&OD)9?1BRFC4YFqwdhmf+d}yIr1(b5`#Qkyr@Q zUpIfWN*P+8EHJV^`unF;1T+R6ox&s4s4_6%Gim}AM??vv#5LjF>|?3Zmg=tIS`X{* zHDGI@$_@+ZM9bH98S{|09L|9D037eourZz82e1`N3FKkrKDE6Ce9CK z!n+3eQYo>^2%#FLdLGR5q-`=OZ+olGP~%h9mJj}z4%2Af8ODSk? zoNh4lFEhO7b?ku0L~f>yHUJK7QOc8=?wCDte3wMOks%O`vaAa>F?qryB%A zF7*LHIAi#|g-EHyt*kOZWMgp*JBtbI8gQGy-SD^*eIG09#<1B46_UfI)%N&pG|i_& zmMUu>s+LKTOsfp78|$V(-Gp}%)!jGx4JoMw0rm1VxI$TBS^>Q2bJwBi&vfif>|xg1 zrj`0O%%@cLsB350YSorP7aQ93Ijhg#eGgv8jvF4O^w3h%@i32(4eD9PElYjRD*8M9 zE^qL(&$ugC_5}3YxuS5!bB_y}T zCASz-nDzMCW8dV&=}~^?Pd~ug3&e^%IyuViKU0lRbz&tQ?$PZ~(5^4S7}}#;GyWN$ z*{{!X`|sY)j!iENXa_@aj~|9wa5q(gRu4%Z{Api>MDqmsEh>|hTvkwT!hiKhmB#4? z`OW!sbv2St;>1fe_4?z8IKsi1gKX=&xKhj-lKT*KiHJ^fJmQ zd)b?cAQQ}~+Uor7c{ZNf$Xj z7}IQ#(JG)}+FgmxR(sysA_=6U;;dr+cJQ7B&snf;0=bVL$7$Elu08H%qtphC6vSr% zy#7CP+iaOLw>C#(ya7OM&>@(XNn=YB-XR6?aVLaQ-Azyh1@IV=R8WUS_nYclhUEoQ zeYdPJ@q7lf$I87qtQVVoB-4k=gmnyfH@3-C-EBoZ%Sx2h`BLJCA&oF(v2Znh`9YiG0rdDGKwL%U~v>Ec|JQhF}wrp zfABg+B6!b&^_A3iyV&Y`mg=sDi$w4~=`-O%#e@2j6^dOBr5+cj>?HRxC%ON{wMX-w z=YR}BI)X-C(CCC}UEV7LjN!Uatm<44%J<-(|hJXggn zU0M3?sn=QhA~IfErCy2Yi%ws(5@cOLH!ir{E)q%YPz`Ubhf`7)Rpqe?^&={xjN9QR zFiQG@G8Ho5H5wOq%O7l`e3;W*X_V@bnNyd ze!Jr&At4>dPQK(taPQ&!Q`Ae35_V3ib=20soVCub(YHG*%c`k1>ieqwU6aKiBlM*0 zAx@&3B%dt%L002ZXa*sje5p>In)T7sHPoAxf)vo3@GhZtutsA-fxB1?DIE>T34t4R z4r)8%@u)M0wQ}y*eJpi6ex4b&4E?>DDfN~lwsY!fM!%`PWW8O{zp-9ir#d@Ajt%Zj zYCEJ=c1R7|jZYg!R}Vw#VMsL$SqcKqlwL!v_qXD(kEX(&rMBzHGW!ZYU|;#()OoDW z)71HDHCSz82U}@(1&+v$a%AQiFhiA^eLD)0{@9AVE@%F9h}`KKFwN8gdQQ((c8byaj z$)VoqQ15c7cX`a#ruoHp?qqrL3|&0~boM7XSe}cbp?$10Mqx|R5LGjxn~%cnhQxk$ zoglJ)qR!ff*7B~a-o?%9WolD_Ih-bJJ=$&u%7iyGtFZ>#&|HUBFHQR_;WtNTtMaF3d4^N^Zr}k|FqX- zWWxwNkc`)lvHTfq>yC7|qN!KJ5$cgkl@R=;O zl5W05K&0ofl6rge^ny|rGv z>Wv|XK>Fz@GLiK~!>E^`Bs)^#qM+3=`w+vqR^p9EmMRfon+;6OMyZnMrA;(VMwT4K zTG6nrv>W4QF&=wOhdj$B6TfvJ4eq8L#G^5{C!PH+GmzP<=v~vvD`2{qnYp6GU?z*z5E0AVm)?}Zn&#^CVW%5sl zxblX_pOV^c|Hh?x^X;Oi=YZatM4W1H+!Hj$8%peq5*pnP001BWNkl)4fWFTQlr5LmtK1fP0VK&9Q$wz{_5~i*AJNoSb^w8TbKVEhJb9l;Ak$Qy;4{_>)0y{f%2+kkAg` z7Izl^d(#D^!!e2E0!#VX%o<=`BpIwi5IKR<>8RAR3n9hr%I7}6dmiBm+#aK$ft2cG zYba_E0rA^cJPyZKjG}c z*?3y)a~D>3k(4=i?vh<*6=iH}jDP&ce`IuYlxnp~u~<~msB$?4@Sexn+F2G^j8$t~ z5(V2(+qKGWs@D2`6jnlNPpV9*rrKVAqyst8jq8>XqGTxU>EugFbx*78b{7Ow)QXQ1 zc1)^u%ePkB<2M9mc2!$#cN103RMs<-+lY+54MoPiJEh8He6r%L3q+Hh#Zz{9{B|bS*uQS?4g=oXHB4;>=|P6tUX#k#z8nP1G#Z@ge>YBXIJU#+ zPA6Tmv!+U^K>i0kpJg$Brme!BdCq33@&X*kQNDJOt+Z=!Hx>4x@hKP|Q+00#?52II zzTRVIR}UQzE|ELkNZq&EJ*wJ)c}Cr(<#+i&*Sb4{?`5UF*Lq#1!&ycj{|N^l_z@d6?x3sZ*;C(br9HPXvB$V& z7q_6qoX`&ms|wnKIn`D7RvGx-0Du0vKYu}o3-_9)n1Mb$wAb&Ug;2mKkKW^ zRt1N~c!SE`3Z*McG)^}tY%ZvWuSk@A8OJC^#c!{KcmrPQEr33O4=o?!-9LOcTRXS% zXV?E3+j?KP{`Wh6c}J=-s@vz1>&(&T^|6k1NF)b1z|rt1%avsn=X72rSZbVXF#S){ zeC%Bxdqy+U?%1${(UZz96Z_n+IFDf=pXD-^zZBEGT{&{(2w(ZiR~R23C!fz#E|>8< zrLt?KU3Yz@K29&6P88-)#34kqvScbuI)rSjG%ZRRryBA7LTXCD}}_q!o8xs%SE%;;vP8C+dr6*bJ3u`rI>% zskBG`D~(~D6;(Gz)ixg6;~s5FqTWL)vP|mm8_Ir`>Yf<}5;9@k9{0mgb&=9umy&82 zGTrr`@ry6UF_iTnNV1~V>xo51%EaS-y6`xs@_Um?p6ydNj$?W!*!!90N+(I>vX$bl z0bK*TR^GKG28hp3dpeLhFZH$H;81yKCu3jS!seUDC_lU$|KeQKc5}KQJL*iUT{Ju! zaCX|K-sw^ut*Q`+eJ&zM7)bMyev=sA3-z!gl9N0n@y8nqecZVaxDG+lq23LZUYDhT zkok2v<|mGE`0w7%uU`E|Uj8e)SpN(+_%xwCzd0W(?OvaUTUJWDgM;t;1eHK>OB6(7 z`De=v-ap7~|M9jLe5mjy#T|@c$C_@|nuSQzBriRT1h>m2tcLg#KK>a$_P0A7P6Fk+ zVQO79O7*9G{BfV+_9D6Uxzu{ZwN6(l@Vk%fW_tOB>3`onwwv!RewW<(oT{M@dgOX@ zbeFnWC)UwL7ZXfyR32rawxH|-bIRA=7;iB1uQR;+Rqy6Ee)Tt=(e)bW8c2nO%wL|r zsKFi7!{)lmb?19EF1Ru_HpV~w(?2mWF+r(RqEIL_sqDF24%c<@JdgR>JQKAE^@=o7 zn?$bp{(_sRNU?e?1odNeWL2iyB~3QIm_qU(%)|S*|XXi*$`y(O<^TVT{lashO1gdw>|DAw3~Jr z8{j2Ug>jQf-;|r{hwFrkVFV#idcr5?II*IhQqv88dmK8@nkUsay4b^R`rM7}Pl2{E zoa`T~Z>Z>)!x`gE$~?v{Fx2-Zg`Grsw|(tdb{Mm3NEP<69){GykmWFB!S^}c@t1x>?!vu8ud-KhHMkE>AB4a{(iBhKOuIJal zZdN#LtC(#etFQA|zP?Py!^^Sq-l}T8+UYh@Wlht=A8;b*-WG4CtV69ff^dWS=$-(`7?$Fa!+oIbiAw=TKtvS$X~ZD`jaAH9AL zuhYZx)SHqZ2nd!VXrEOv+84gRz|fC}_`47P9Rq8gTQB~FSeh00=v;|!{JOSh-{I`D zFY08VZpz_Oh*NT?Pu5lZ_M%X)l}$grj>%~R(+`(Ja_e*GFqNi)6u$*<)C2LJ)Aw+2 zA@aX(dExlq?>T*sQrHKQjAF%7kv`E!ks@a}!%2CP`TBeuLB^l;3C;#Ad}o2nj$g)G z|LUnlkZD&&HjFT`VT92WN_DRtuEB3T<9~BOm9hNT`Cf$!t{gpjl#hP&qZEt9SY_9p z<2X%fyAXnHgWGs)_OV25mn1>EEkCDL+x2+;WF1+N$=gCu_Y5S#={zc8j7QqL-mJ1i zhPoaXkugL|_1q-3tfY2vz6?EEmcni-@1&=j%Z`oP3MYLQWb#=rM;a^#t!qC74p$k z+UrtM4FYD|tC;WnLvk{$vb(Ozh-x-O)tORt9QTt$d(#_WTsp1ZKsEW=&EKLcSj`r$ ztVXJ)&)rtt9h~^wG|yW*)Tus4?L)Wx^b|cyhLG&9tGL5akM_zbBkS>Hdm*t{E zwa;UI<~aKwyMrG-@hyJ;#@o2;X=EckaOMEF|NM52mXDI(qC!4;YgMk9TxX7)$Pp6a zhd%zYuOi3H1~eub%zb-~->m#5@BhftZ;N-alxA?px(FTXA!FY8>_Da(^aGjH?23YL zJj{&Wo-~Dru&RWs}iL{A9Ux!_>^3+hU%S z-L~oLW`J)6?^s4YS0GZA%m$67P?9=CWDLjALEHPeO>BGBKJ#ophoSAnhJ?nRP6-;?0gonh$(4qsH&mffOa#yZVKQHcqatm3ZyHk z6mr!1Jm#m5v;Uj#;mJ&%I1N>!QMUI&bsGq7c z`>(UyanlPYvC?Ww);ZN&tY_Vdv0MFU;T;Z6!BJ6W@=gNo84u>Ls?>IG$V>jmeC2F~ zd`sDM3W7tGL%jP(@8;m#!DnpeT!`hKllQ2W*WIq#za@u)Q=m+l8nqbO8%vGY9~R68 zRQ6UFeq@*r-txg`b^Ug|Y*%W0{=4(f>i=B`Wl!gx^SufeMEUTCKg`*)XDO9R6pKZ2 zxm;|I(bgCfj_xnrz=|m&C?Mrlzh=&b-du_DVydnkx1>;(APvG5D)z8VRZvKS^ zy_LY(?lOMUYTk2MhB?3ayV#x*W=EFE@~qdWQ8hl5=wnVZBg(XkDig{uWsR}dEvwY7 z%CWpg;D=!nt6V02^%zhsXlR4D z)3R(_S@3Q{yd7=Ejyz*VpE03bFFU363jwzrrSz(O%mZi1u9VScdaLgQb}Xyr;qJO* zXtJT&2L7Ugf7VwVapy)Jvg=D_&;JOZUxzPXGK(LvXEpfXC<&- z4ftz-*GhPna&9*`)qrmI%}6p?(4LAUW9*++>sz|2l$IzZEberuTQIIwXB$*aXpbS? z`fV1lr=T8M!g9OlEiDs6oy#)pb!i9cx-w%;Gp#X=2-X{s(q0WimV}DGpJ93qg_X3Y} zgf7?m&YZsuyo;Q`DLBxf0RGXQV|@0==lO5nd>3O=Z8BnGLHm{n+M_t_#f~Cfbde)R zjT-)vvd8#yK8;fi2Jai>UDv*gotM9`8=GAWO}%zkBrB(~3dZuE29ed2CD{i;ttb9?Fn zD0iQ{8@ES!+MP~SQSox>MpdK6GRrio4HZ5q%8c4L)nNLo(|q{@U*^h@XBXOa+4b^W z>_5IAc;SHiy`A^IU_(P5J$jS}9(W+O$C$vbp}d_%Mh_2l4k1s;w4dEKtTINwaiWpF zPguYzgup+oqsXX7W&-fKoC{^x{&&*uD=Ced=CjMS^H)ms!Ck)8u&% zn^o=5N#d)U9}PCP7vA(I+p2x5k7<#~tZam7i1!9P{7FCF{gs^_%lkrdGa;T31d+E~ zXGCpCi4%qjgd9i3Q`vXJ1jrEO#bpbrK?J+p=xxz;%f?Ge|v15i5Muh69zJ6 zr-|=5k>5SG(-^Enq@lgf zqtsENhaNzQjkV>Pg7#UT#_0xwKN{p+FM8JtI^5$*#rwg3`vI^0$ZOC2m+in^pklK( zByP8hH{{_@`4qMlDD5aA@=BGj9cfcjTNvX&2T~VKm#x(OawGHw5 zBs^3-#GgO#=lu1{|N3d{o(re!K9u&hYx|K-N50H5wMH$r90d!iHTL}Od2SrM@i~Kb zP(F8E>WAyp4%H}Zy||;x?CIR|f&}-mu`xdS(T~#6(UG#nnBd;3L8=MwLI{R>hFDWt z!*np6@@HnjyY_BpL8~4Q#&fg=_H&Q`fz%_|COH$@Gr+oK<5a_In%RiV-X^`x#y6DxeDecZf34}Zc>rUMHj4yF5pIFqW` z_%tAb_o&m*?l?}$=N=#NFiZ^G%||q9z$5i1RMr0Th+V!K!g!onvhB++t{>wO( z%u0d@?a(%My9w=e-H(917A0F+@_kMhevex28idquKSZ2ZNw1m>?mF6x5HPXhYb_yL zpA*51vSkKyK?0D5)GUM`I2*(k5O2^UH`zYI8G9kajY@ z4=%?U(RG7vfpu>Y1_#*}o)~a0D_Zs23dWs(hCx4;<#k zg&TRDks$N-2eP5PqufD1{kXVHGfkyZi5sH&6Fx&f8RDH+zw;8buTVUIn_hAg-+bho zE2{2Ieo*70Oa*KZ#P%0w&>=URqcPrK`N3sMJ4*NyMK9ltw5@Xl~ zd5qeo`QVD;zTfuXZG7s6Pd)WLbb*w+Pu{KUG1}W+aFUp(_*AJ9R0G0FNVufB+Tj`- zPHx~spZw5sx~?M|M%eW$yZFXWRcOfC;fo*K$MP?{Myf}S9O0k;`JXA3N-d$i9k|=@ z4lr06WO`vb9X-ZR?03QwG$tEL{b>iS(VN8dJ!`eFZlhH)?7H3L=dY(G?@7&))o?Zi z+%^Fk!>O3d7I3GgiL{cgBBfZ{toMhJX;CjP1@F;4G877WBr?^vRn7F?Nq_995 zDwB>hZiBmqcE^F*@Z&3NiE1Fe@Ph>fky-KGh4I{udj6D;Kjo*UnPvLPX#ftQ+O72u z_A@v*$oj$cY#Q9emZ2@FhNz$#U$4|yy86%z6F2`H@1a?GNL2O?5|urj?Ln1|z%gr8 z&jr+5P1o-P&E0k78K0kbIaD66P`JE+`>QTa$pN3X!ez`y5~PUk8OB?{_&%ZUFQ!^= zHgq-L5*li}a7Aoa6rKY31NAWu9Qy+IjNilCuYMQb_{BFlB92hFtUzu|+J8*FMAh$hy8=rc~^B3NC zAKJ~~`eE|x^Eh1&ZrN3hM_hGFsZpa*Ys6}MxTO5;OFvoSkAMA-&&xXR*sz0d5P|!l z8vOQoS&iqk?CIRYmgz0$do`Z3@|CZAC5|A|3fi+QGOZMMfU7rL&A!L?CCa*s8urx# z!=Lrjp<*rN-GunQi87tr3QSMunUC8@p9{PNv5|u4A%mIM+U8 zyS}ACP9KJIQryYh#3qZ33GlYsu08%KaL-cOjkxV6OaGBZ?rKDIa%k?;@NPo8-d#HC zj1aKUzqfg%tx`J@Wh~B$IJ1Hv*p@GhGJR&6=`+*pXFo_-H@J=sgB!SP=rUe$^()ji zMc{6SC)J;&ho+dh`9aDL&8AfLGKtErkG-jg>(g}@7;mw(#%ueb#5t0{3DuG`*t8=uPc~k>cw>pg9 zJ)x#W)}56yyqZ9-AB-uL-bs}5mevTcLzH0adBFo7Nu))PX_w#kHHDv44I z?oxT_CB(jZ6WGn5qM@O(+wgAooBrGEXMwwEld<4E6|db;+f92+B?wsbeI^-Usr-A< zzA&pGde=Ddv)hJu{YbA4r4{$MU0hWB89)8DJY&OcwLNpb)z+z_c~4KB=Jc7&fNS{N)OG@OQN!uP{8hy26l}VA;@F9$r!q-0wF1a5buXeDYe?Ukdj1o4PEhZ{d3< zAO?A*z)Qk{KrSc_DfN{ob(9!#h8SRgQ=DQdn4-Q=SN51QK5HLZ%R9Eb;}W!=Lve4u z`R4x)u%>GbBkM-^<|E(C4ELD2@Qedxw{nh$qi8Q~mwLt1m~0>lg3{F`^{~)t`(i+K zZxw&ar|XqnO&P+nx>P1WyRob>Y-SfbxOkA4^}US#{PQcz>h1%(`S-K`PHs3yZb13O zoDK&!@8YzGmD0Wt;?Jo>OY`5E=Z~)YBd*-}+^#wo^)~;K5q#z6zsFfZj?3hThphovT z-H0nI!)q!MmPqbRb~eeT?KAsWefxWTJG6&s9=7W!`W1W(<)TSbPe9!Sb`!*<%mni$ z<30Pk#wSB*}G`2L>;tax0AggP^}-3I6EeUQu}NyByKxG~*& zsnWzfW*28eHHK5R7|0B5X*NPN)%I!_QVByAgMdj!INAAO0%r(wmn7R7?-`_SI4aX! z7{bi|@%D74PA7eS)<$cpeS&!oTF>JqaL=mQWPrQ#; zXq;>?w04LqIPaiqq@}NJ?m9JjN$$xtfA#q!E$r3BCFQXwg|RVO2y=V)C0nrN?sK#Da%p)M4e5u=TB|dW!JAHG2Ls2UKpzT z(frZ#y$a8I*|TR4r%#_IpU-E4`qP1S$8lKOy%t$lRys2=NJ_!BAu;+cH=kqkFE-QD z(?hvjj$_If3I#5^tdlpsaV_iD7ovNQiEh%EmYxoz=2wdQx^zOJfRwtf*Qcpbre&Ei zttFY;XA7knM3@3$W4Y~yZ4bK6VjTuy+}B;4YeP>9lX)_iW3P|7j^;LHyv9#G7ovX9 z?=XFXOEm~om_wNzw$Y4RZYt4@DEdk~Y=%#iX|K2)rKMfG^p?}2|FD;DXEZhEX;|}{ zP@am*Zf&P+kEukBQRf;Bj(7Z5>ba}p6G%$6vsF8UFzSN13j#?Hkm_n{A5UKrS+$*Z zB@4{Y0ov{HmH=-p_wl`tbKm#x^kzTwP@PUoPj-f4-dYxAbOij$MDr`mWtH7ud2C(lry%INo6C=Swsu8;Rq< zZaAZ|*xKN43N2a0nIxCihG-GdaTvd4kGv zMTM!J@)>??n0IV=2RpZ1g7$MQ&a2=5>Qn^-R{#JY07*naRP=;y2d}Se2&CDQG@lWyfVZ*m0SPFf;$1i#!oibY9=vaqmTMnYsV|`|0ZH zYKp^tE^waJI91Ox+&9d%>#tRjsf_sTtzcBco;&NZ_Q+cL`ugbT=!k(`zZJ;m^K9DG z$vfY?OV%_*V~4AbNN<byMgXslwv)(w#S$j8NC>7i_ySd1Ezt)!05FlCjRgBxL@CjbG6DpaPULJ zJo>krSsW>3u1+h6U(GZDyy$FzKkZZ9Tcti$kL@Y#*e3>f1JYCCXDeX0re!92Y8Ch0 z=;FkiWrz8NdG`FTJxraN!e8(S<^pE_*DP-zemgrhUrMg@REh(z|HS@y!d*YUOJ(ES zo)HD4%>~l(oexRvZ}G>AYJz=pcEBk*%}JeFsq8Ikn=#0n>BvlwcT|Se&ma9fhn6pF zct3FF0C$hw9jonbhl?mg+lYdLun{8bG8IXte!R}+h0VP6Kb&8+U6)<2P!)*Up&GS= z7oqB&Q4t->jh&A*c}~inJ$sm%nxeP2m*L^zRe9N4jklUd2*HatzBmpk+fsG6hPx)Z z7!U)L%VmniBE@1cw(-~rp*C;s;C=7g%*KuROn7ev>>zQRE&$x+;U=}*2KK}Uk=}-O z%6ulYXZ27M?Er_>mC#lS=7Mz>vcvI~3EO^gQ-0jMPxo&l9*i_atRrbiwz8po6 znQJtdklUDC^H1@)tPe;U*6mJ1d(scX5Pw}-aW`X#$3;S6bAhhk?4t9vo#ZdipW98P z)m!|hS)Ai_dcQW!(D6nL?K(!ghISL!^<`>8`yy~0coH~pZHeWNt|#~Vmfcpu!j1wD ze_<1+f495krae`F?`=pno>lDtYll_H=S;g@7Qkx;GHiS{+_!~zrv=oT8CqK;ZZg$( zx6@_%+tbYNo@epCMLzxOpJvCVOVIvQivuuvQZ-23cW9rotVFf5{N;H>(Xzq_>%y|D zhZ$#~3}jN{19fvYFMff7(t=2S+d@50ouIZQ#)9qQzBN7=Xs7XbVnG0BcXqlT{cGLM@{kZIU#jaR&zi8|-cE!^wdph?# zmuvH!mLLE4$8q?_j*bp`dU{s&tXqnDR-;sVzTw_su3dL+9K*dyb+^DTw~%A)!df~y zI^yiDT4isQ!F9`)4*uW|*0FhWp(Ui-os=phq~mnsRM#b{vXm_|yxQw+gYrt1lD2l6 zm8>#$#h}G^@w9+uFwcT{dl?yT7|yjKB15U(_8Q8rZ5KN8YLEF&1+6w12Vt1Nd#lc{ znl!Sy7B&?v6b8OKD$dG?-)?6P+Kx2K7XFm&R~5 z$ZPdI3k-Kgj>w#qJP z2KHs(3~&$_eNlId9{TtO7PjP{5xa~Y-mHbWqjmfl zUmeF5*5W1}((Q0ei;T@mCa~M8eH&#y&d}PfD+rvjgWKVPfUR9yal4rsAbneNwh zKj%RSoMUymzp9{phy>c(DeW5CYrs58Wq$$~`#<}sed032wWZ__TGi{L@8-AU+4r_J zENn~~3qD=DOs@~!ivf+(4H_pK>KZd=Y-N`*rltJurl6Un(y!J^V+JN!3E)ctx6@_J z9pekfzrewTgR4EHmx@&!fN%Wl8|*)^pF@j>RJcK-h6YgFRz#Fm`T8pBOf*i6tXFM9 z2*QPsa4}^5+w;^8)RNZ9t-w4>l|P4utlogfHy-##{I=mjD&OA!Z4OlrsbouCj3YJ0GxGLJ1ivc#?%&cC$D{pq5=ixXGANj}?{K=mTL+k@K zfjvw?yObf0(}i1Ihg(^f@V$n03*PPZww3B8wYwdd2eKvfW_rw9!1-#_|16l#vMr^) zv$w&v*JSJ;^UZ|Y>!!T^S&-Q15=?G~xw3*+8{W-ME7Y0FdmBYQ_LXO;;zr+W2wS&d z-KrFrK6Tr_p0z%vx^4q|Y>)AM=6#9N{`$vT z9)q^ib&=rqxpe<_H(kHe)%rgA6z;F>iV5v&NTA)$h6+jjS$o+hP>oObUsq!B``gKV z@-n;^m10G`)i$T50Sg=R+<)s3r~l*zW;+wb^63El#`%z7HlTLMu*zgP3cEF)YD8)lY0M|UDLWuw>1Rt+4^-)VWhdSmFEfOhnLRB2Ut`#g{oeGO z2;x8S^-u7=x4e&$4I>#F^xT)x$x(J6+D&0|K}C`&JBYkUtL=fIwnsLZ`dFPUOIvu$ zO>a5ho6uBrBh`I}_E9}prMRtlzE`Pzc?KRN_jcaPtCwDVQH6#)apFWu$=2{YFfhRK z@^VXceYG8s>I)&be)IKAE=@97pKN~fCRB2wzS%y?9pzYU&r;ZRUwiRQKfWG+-Rt@p z8R_DKA3Scrdx(nfZW677>nfkSvpkI7Ii7%~Pm(aomFj^Ohy+$`6-)!WkZPMk5s&Lo zZK*^|Wb{emYRAJO8rC5Y_3}xUX^!hoBD3%9S;YjG$o^RR%2`T}Rp^k={}0nRq~BZA zuPIW$reuU1l&T-9asRAO><5twxuu<7C#e zWvJq{hd?NV>Y`yc8h3@j)87d}AOxqn=QA{v%RsV*ROUh7bh z`Wj3^Lk8>i(lRS?i)l@H6{6zxc@(x4Rwdr(yaG?9^!z{L3>eUEdfK%;Mjr?QWeqD*e4@Piw9Iiday>@Wc}?njij1!LkoexA=gZ8KqcP9Q=p4^4lKE2e2rKcEz5xWr zu=d=0@D~UEg4dN_$2)htv(+KJR5D5o?jQS`kJ0&SopfH?sgfx;BxjC3D1jtg43*!y zWK*~*nQ>PIaeU9k`xfbXb(i%c;xpD8@bIU6g6V*{Z_QB{DNr0KCJ8!L3+5)wM}70e z))kY{Q=@$1>!09D@A}fpd+RwUpT6(Y3fQ|GoX#YYOsuy1mbZOT)xwt_UgoBkUpU@& zyX<=9F7_SWN9|zk!UXqcSoHy=x?e2dJ~lSS$&)7;92{%{-%_c>nl)>fpPye*Nk12G z2Uyp?ju&ruG574h2gh>~g(!m0&a<6#%WjIrVpAj3tgw`=hIO}fYnlJ?Kd#`5U!3Id z;egbWIC_8!A#t2e9H)!?>`Q2@c_f`k$(Kk^Daj&8QiNwlgNRhJIAK!|J!}J!Ja~l# z=^}x3yAKig==MY+0eStfO^GrQz^5P{+QYkks6Vz$?$HY6$Cl}OtU})}D)d3zm5tfs z?(r(&-^?L&qVAz&$Wv z-Hl+~i-t9jRV1_5W;!eseY z8s0Y4R_Swq7~Vl5gcA*GfNurt$$<}spU6yZmNne=U`C59-%wulTi15*F75prjdp)L zf%XBQhh}IOBur^~+9y%=n3L;s)ZQ^j!GhH$RXyW`ZHfvN!1n&_>>t|C1HaeD72`ga ze^ljN70GJ1g?00K=<%U*E}(w0PUB>Q!lr^jaK;a!h3mHjF|bSHo)RXojk( z4(FW-?9sNz^XO!9Z2;bJ9E2zM-op1d^zb2W*?J4xdbVX9@=L`k9)PT?MnU=Yd7Oen zZe30#!q6pxb^;VI&W2p`E7x#v_F!7Ev5G#3!VyV=5_>+G{;gKsb*UYw;ZOUq`kpM@ z_`ROAQifIY|BQ7WJw3`N@BAe1ee-+U?5bzKj82YnXyFj~4SD5jFGtWGsqOJGh~lVTW(p;7rrpbp+i1GB>rF_^pi;7x?P0TVcg|)gt_tLLFFrW7hVGGT6K@TrRGD- zRNRF~EA9blIM0H1nT+fEZE9GmeHJVD`o1WVX_;!fb*~nWRmeS7q4?M`osU)Mk3hX2 z1?s&hSkh_ab7X@^yWv*w-TSc}O8>l*@^- z4uoMy&H#7aX$Ua~wFaKF886gD~MU{k3VjexnO- zjn}eacM96IHB6>$V!>h%d%!2(+Dq-%JK6l9lN2AVG@*$(-m1H7K45gpr*^1D`MNS* z!6S~uq!(iC-x%06d`E8)Qt&NELwwZFg7{2e&r;zXwO`r+yxuos3uAo#=;yg*%Pnl{ zz69?p6$S2rr1RH0Rm0T00oeKgY9%T1R_}VrF5di_H}kE1-(vUS-SNSVFMRv%B~SpG zEz&3ROVuFOzJP0<+~VJfBq~p zpWgFn6*{R~MUrs}sz#c+K{RAKZu_i?B(v)kySVbo3m4o0c5d3q{=4@x^v0}dOx7l2a4*yfbcUU=Jthm>SBfv6<-d0vhwau5Aik(;@mTIX(MjnNOK2;Q|nG*;asP*1hfF#tLS_;!kWtG<3%l3|yLRInyk*NVH| z*T!#ye>h74C_Yx9{14OgL)@95-h~474wTAXKs{JQn+{U9-xXokOome>@g!G`t`d2_ z6QGC6!U9X4M=h75Aq0(Fju5C83V8WEo)CDBqxu%K$M6mbxRar}>+`q8w&`uq{Y-F= zU|oZ|4s&T|MqQ4e{VbcA>3loV+lnAi%a$0{m_%_`)3ilKtM7?|m8G}`!%rs9orrj4 znAjjiO}LVg&!@lCW;<2fI2U;qQ^k9Jw`+O@%1^D z-Z>brgFoT3@Ph?9f4x&Rt~H;*T7@>DU5{()Tf|BTV$U}&EMH&Z@XxMhpoQ>hL%g~DdYTRF<}nu{ zU1QR1WGsO9dOeOV9OVlqzQ8*+zJqODm*Bl!@oJ+rx?kT-aYs>|1O*AmB<64;x zKS)5F33dD6cHT4i9^QEM8@c1bJ2<#_FnLJm^8d5<=FyfM^_}M@a=GiSbJ=Z(w-8fy&1cOS!2vrWsL&CtYOCfu;}yW zzWO;ncF)ItDDeJ`=f1(wm7};Lt{QbLYmqTqJZg!zy?Ior?XR>*GI{B)+wS74k9?J- zzgVL8-MugGm%mJ~o=p#TJ^ZQw_md}2=0dv(+uOHq=kVdf@#o9+xa%Z@V6=afI}hB+ zpZx8gVA)Cm=w9iLJEEGc0qd#jSsTxK14E6ESNNkp8sj4$InLq39{SC!RCg=3%h>f% zbhuG-F2R{`yz19sKTiWwNZGNV4rF+c>e-}v_rcYJw{(| z(;lNe?Wec8tp03Y+d25tJ}VEe(DmjFym#o(o$72Jz*z4Xq9KwFo4PY7F!O~mW`Ajr zkq;lE^i;hguxH`DJBaKuCzM^Lu&to_z$LdX{tYQ>O9anx84#w+iuiXM^O%)LLwuX! zo(1--ZAR~-ZH{IKcLU(<9-9-Zs?+K_tMB9=U;mFcm=S*Tl2f^*Lglp;>;W6QqU;%V zuTArCuO*l5x)&cYMqYgoLP)yl`Vos zkYp6&B_7NNtUk7?IHT)?^XjAh@wbaWF)DRk8=317pd)u>TcUzgw4&k^EcyfdMdHOXv>W5 zpc-}1&vsBvSy(cDb15QqY#oI?WtWkLEe2yb3+&SPKJ^9o&)2d4e1U8J-+A_hs$*Z) z`cfecMGpDH#pgkK7I?LX96eck}iHsXx9~ytVJd}GHWa9 zgj(}`7R0qIbp29fjY)uAU#bM!JAwR06nAyz!N?0Sj1rPm0;P8+`JIF zQkzW|3-9_jpK8(brTMsmsVkHP+LiXGE}c@^V`zVGA8c_GLN>m`pY~b(AFFiT)`i_~ zcN|k86*VdnILG_OX-qd#io39q=eqWq5(od&P7eIA`0zbMMa%|eC zInktYb44|AWs^}U%2mpB`J!zu#&0&2`gI{*b~tti6<&r>`D1j-PXWAzifSkX-&yz$ zM;|}RukZbJ#`=D&zGss?{Hw#CDef#{S0hh#Ndb1)2vyBEFo1DYO&_}RLk#r|r4BSu z8sN_Dck=q-*K=&`7z@Dy!V*{|RT0oPsB}XKr_Vw9QhBvkLt4jM_)|X4kfRDVUlOi_ z?Qa47QWFAMllXHAzMUZ_e_xXQRiUaflt1rNf4ZK#@7&59x9z=+!S2DA{Nn5Mr{Dck zo|t(8yU)fQba4h8WtAyd@q;J*s6%Q5?cs7r{a~G~C%5uj|Ma(BwsXA_>97C$UsHKq zC2e`SlIe#G>)F&i-sINOtv~G3xa4&F_;DV4>@mvaGL=dt9^A-v-Bc78+qUWH>0x$u zwqtn6^`IHj@Se5Q2qCy-*DV}Aa~QcO*(5emtybfaQa3W_Qm3$xoqX_my62uvY}!=h z(MOjtVMmA}zJDIe@21uFWO}eTL^^^@9??RoT#K8%jccKH5$$u)zCN`ay`b}yG80n# z|FX!y=V!R-;T7Hz!gUgM09%1AB*Vma0VQK9MpJ<##GVOC$@v&lTox+`j-lOv^ytSY z+iV+(MW|Gus|&ijp|=-$dJxfMb#-A^t2osvg>sovu}Il9@Vmv?D?J`=H#^-h{6cKPW@A&<6sO2bM>b#xJukoDBJg#`D z&)#`2ZBxzGbS@%w{qYQ&PJ4`ygncZMR3^=kk6CCx37p#MvhvDeW%dZg#P|Z0xd%2IKoa-n7RK z=e7K!k9?Nhx8IHgCJ!A-!Mkaxmp~Z8*@D38vM3)Y0_t%G4fWNPjs{y3xq3J@D?~ccbKv27z3ruXth7$$sYOG$Y<;>TUk^} z1}qi?&120t69!8G{-V!s-1{56<)*iEJm5fafIGI_!RrQI$I<#x7Oh1@Nl>`9K;`BN z&Vb5f(pO&XU{(3GyeUrsc$9+0ARoka5+Lgm?~F(5bPH$LNjkRX0C}955Y(Tp$I#!l zAF8wJ%M}lO;`{`E`0yWM_uJS#HqM}@B*b$ zDV|I?);1N#aVVF|tgNiy`~JFvD{TbcJEhUyQEGEFT-+46o6x=ya5rH++mSVErLk?B z>#pnO_S*;e%2%e*@GeA=AecjVMM8U(uyVfLzivdr(VyE|95OFPy)F;P*M)eQ-ZusB zrkW@rJk&t^voq}a`Vz074|rW58S@m(YV|S;=^E6vs%aUA)L?5`Sc1&@7<^?iXptWT z1VKRH`-GlH==;c43+Z{#Y$BRXXf~nM0?$+A0^qs|=DWLLU;u`PVPqtp#PBd;co?g{ zAG@aqx2ua{r9!z_q~f}CTNb@i(kEpM^aEi?kLTg6t1G1?>aelkF8X8 zTg0Affg0h;Dp`1Q9>H=zuoN&pILko$|6&V zEHdTjK15HdZh?@Er~#qy*zZ}p(}H+S1_>abi8n! z6NMA(WpC&GU%@F04B2Q8=4UA-J9qBn;K75bzt1~fo~oYr-P!LN9T=rdna~b%BiwXS z_s!#NWL@5L-F01j>2q)Ga{vG!07*naR7*GUfe$>3lmS8rTz50g<`ESda^MHaxD`=! zm^czn^pet+l@zE)%cea>@q`gECR(4e$>?Yvq^&V=Gqn(@C^CfLzt}{6W0ApcEwis6 z*k7^O-job_f^JJv3=$iRO=3IHs(Lo8p5YLPTfcQovYg15`HUcC!UIyKwpoDf``FDU zj=rz9jpaCqLP4qVI7U)}DWs~Qz zRZ8Z8S>U|qaeiTesnt~$s#O|=0u%~uom5S`48|NX94OnvK4v?i>Zmcxa)71E2MC<) zfP;k^AW2mi+buH63S(#H36v`vjJYh(l~2fYOdWnPjs_B2Wx^;w8XXSfWg~CJo_Fn` z79`Xe*=yoZj~P2g_FdiSVp^wK^xvO!mevC-Wi4B}vS>p4DHOCXzpoFuwUF36vNy~8 z&ggS6tKPfCUBz_34s)=vNPQ1mA>;kyym;zGsv}j^$Iobu3uOplB*?W4_yI=u@8@Se z{b_E#_g*Fs9^`vp{xWAGh~K(@KkxhWr}^H|L;U{zzfa>}gX-(5YGn0n($`iH+hJnP z(dC3`mx=a`%Zog_Omt1MtrDg<(9!oUNyn7e`{)89x`x6MSVkn1<4ec+==VR$eYf8C zjz>j_y2_f`D!e$6I3KW+VEPmp{pSY-l$H&yQ^(=Yo2Ra(G#7u>q1zIOs z7yc5Rxq!7t*J!@jRGmqNGB%7TLpCNFxfOu8Ac^*U;K>KL>(;y2Gy2kXRDIwF4{&7Z zh-xh;sSc@D!HNq-eD(XXYP)ydW9@rueCp$$ddbf1rA&9f`EI`YJ71;e-94A4x?csb zu0AF!9`1UWJGkRzKB1Q`r3N1{J_A%L6}q~*sMqToI#yam%wIOwNhw)cTB5J7F9!GZ z)ccJn`WLD|=zT29;`-}*_^>0@oH40~y1* z3F^^Tpu6d2g-26WkBYAKe(L%lpV=p_JV=Qh1lU1<(`sQy1Ao~Ehq zQi{BWc@6fxy-J-g78S%#PvcHb(mORp*Wx0B^*WowkgdQRFztDqUtHuoFjJ|pQmqoW zuF4NOj~Uk}oARJN)d|(G%B<4QqS%XHc{`R>MMRZDJ%CcXr(G{6HW&4cs)JM#%GAm% zXMtTr--FsG^0%kPC$J2Ey8-Q~0m8z}0AXQzi~-Y*l7e@=Eqf7j%KEPR=NUZhF^KAe zQKcQ)4Ya^R#c4kUoY?BJbZ;MWOCfWElJnB*^5V9yJ+_A3ty;&;@flLq8Ba3SHOBbR zcx?L+j))&5{VdB+337Y4@?X zul+H+12|UIN@A==7g72$R@sAPHT}ll{|)wTzevSU(B_4TlTj1PD(Yno*X7cBK z7QeQLGvu@Zd@vi(oM?6~9E|k>!F>5PNy%O1!N|q{p%#cz+ zT5b22d>RKE{LF!$dBul+?3DIy+snRf`(F7>=_xS@xC^{@8vFaE`g96Ts+-4Q%*io(LpN_7uJ zI%14RuG*fO^m!SO4kRyB6V&xc$~KAWu8(i3?vWB29B<+OyBS8NeRf?_V21^peCTOO zN`$xpIF7(_1a?cNSjr6E*9p>1i;M@Xp*n!3I;WD3I@4*&0(}bHGs`w$hoPDW0d}jU zmW9!&)V3AWYoOQa{FW`SeLL*i2V-L}J&k?(G?mFoN^^7ct*x=i^Vos{_!(fTR^xoF z#(BqKu2P}lx`eK)u9pz)uQ-|RjGFSpYuii^uw?CK#oB{!kK#B3SRx8TL;~p1SF}Zr z$!3ToqKp-FNX5Y@`LVwxTn0 zK?{GoO8;puj&jsR+P0;4*U;_*3&12wXsN3oY@vkFD5^|se~nHuY=nef27YqV8}7ZAHyEGy@7>SdYxi>e#BrL3o0N8!5GB#Z zHoBvz3C%IEOPO>$4%;C=hJE86wOy}uAiiVtnJ@$OA_4sv-~*D1i2h9iK7Z`<{MxP` z$9i`(AjcUmh#+w;AXtbjGDG9sbNj|DGN~j;N>}p*Wj+{Yb5kaj_Lpe9(Ad~_nSU;n zC1&-})fBw@^L}z(=HKMKyM^+fKk(!OyyuoHKO*UU58Rii?d7P|BWn53QDl&+APCli zSZ!~eYO%e!o%i1J-Yb4iFK4>@t#|W>-}*y(@4P@*$g3RK&Gg{(gM7H}!!O|py>v+f zd8i|K7?Zg!jQq#dYL$_Z5oTs)uK2kuEG%3wI?RRAvEyYa)kFmJfL*UEpa<2@;q+;&i3zyo8rZf?sqjNXuzfq$*|QWU zCn?O%(!H|6py#n!O0FRSc;9Dgd6`p=!?EseT8^Wrngm`a0mtq|g=|a)Ks42L^*L$XO4RlXS!GPsJ*v&cDtnR%!{MX(HW>}^k&2!N?IvKE z^E}194c^Ud+1gK(tWzzv{P_Z#Q5~kcqx@jzD@a3oExKQ4A%S)?UZN08CsU!|uyr;hcF@xqB0l-eGFd&+sBMa#NOd}SAze)gw-mf!oc-=qFqovt@^ zDVuG!T+30(W7XS;4g?0|LoT4FAYQBk@#c1;q7Yw0b3eT2bVyz2Z{ieXzWcs;AA3gkTv5x+#N-4IJoNzXsH>p8DAeRCXpfuHbmSeaw$J%A zo^SA;+uw85s_i=6{g%7=>i_sEwZpY`)%{fj>t=eW`Vc>P_9xl1^@lge*QF*C%*`pg z-dx_aX%n?tje5PFenDU0d)C`eO4%`%{KftrbH35PF((c0|MFk%;kSPqo_L}{7}h8( zzJ{=Tj<9Dc>DwcOdbt~Z_jtX?&qpbHi~;6Z#oe51Xm1^FQh#I>`^g$xH@jRj?lR&C z`a((3lenJ5wZIAm_=3<8_>Q1y3#2WuBI}|qo=r7f$4YOaz^DeSqCkBS1??*+h;Ncs z&Q0|_tFUL)cD=5Eg7yl@Kua-1&K`tE=?4S`14WtMH?~kG-*WL}}M?+)Zc)@P}ShFlr@n z+hf%|AQ6_LylX;x$|7UT)mf_L)`?bHz%u}_4d63r;Lqn71NNc%AXGBt+4BI|90KUE20B03QrEC)u8> zxaWnB6iFUTS!OWcedn+J$PU!x2v-&KQbzE;qCy{e=RCrdkdOa^kF#&bzDqiIw%2eL z;NzEI2gN-;2I;@K*wlEjp`e}g_vfaZTK|3Dx{p8ppRb%{=J&ty`-p;wBl+lBxfu^u zhBE1)z8VrNtLQsB%^0OB+ddzx8hZLEYI(H{)l|PBgKGQOjDg$#mqngRI$D}%@%4l#WW3EYe?U5CNXXq52v{nUV+uWom96ZARN7I1C|NQLT)GlCCozE@`D*!@7Bzzg(1aelR~peVQ~@X^l7ZFE)}JwuTS~lM@FDh!CqLPy0SvGUZ=m=WKc>50mt`| ztE)UwE;IMq5{ioi0TO@I!QWyNY_U5EScL;My54e<)%&{fpEt*xO{X-hCzFoRo>tq_ z)uRO9!)VzIyq@^mgMq_|;vNBds)DI)GEv9tHp>k8RvC5HM&8aqUJ4MQt-PrI`2ssn zdyE6u5%oPF9j{$yFAeVVz&YUDR+rWrs;SGC^{=<7?V085+@JRocsHP3HYKm`eLel6 zpNX>*Dq7rtja{`7uE4S_B$Ch%kqt@fOp87HFYSG>f8T!gZrjVTQ^#n$*r2qxllhcC0)C#JvnAD z{9sL~y8fh(H|a6fJH|afaS0X~odii-PVGG<8Gs;u(tJ89?!~=DnlCn!LtbJNcQ6;M z`}c97k+XT?+ywW1^FBWM(;vO0?@k@->;x0%CvXQ{)r3|Q@!(YPKuahtY?pPZtu%D_|z3jJ9qAkVLXUJ_h~>k zm$TE+qeod?U5x=Z58(4YcLM#nbLUu`nqp~cYTXKbCkXGf-BjPrDZ7tZF$sbI*LCCV zH{8&}@BGeN`HkN=&$G`?VKp{mt!^glK941=w6d<@T?2jUi?SzfO!{*Nfwgs}#q!sd zC`lN)#$~9_q0beRLx~fB?Mp02B5a8aLjqgi+k&PAp#`1=js>`aRtRfN8QWh>WnBaN zieA5`NNZ0CZ%>h6yhOOCn5eXpIQDfcOz8eQ8hGARO~t_uTOrLOO}z7-`n;n+&!XVK z83zZbdmcWj(`cjBibrlOqCmZDOjXhfeFbH)&{m6z@pr`_pt!b1p;p74pT{m15xPTb zv8d*@4X#VEUT3)3q~dv4Qep)GUQd(1I#6cmnnFsb%C#><$sV++zNv~k+`t`rfrWp* z5C6ITOlFW5m_j2{=;gH9zFusf#4ZEDz>!pRk2arsV1T;0Oakd`pQCxO6tw4WeLZCQ zv-$klr(0a}*cxNNPGB^;Z}a3^WIR+podV8oby>c*Z(V5L&?U~fdwsg@0*vPaO-RwqJ{+Ajs)mjm%6`&@9;RUzB<5kf#I1MgD7`$wPs=#M14J9;ny z(<0M4+rm5Vare(&=7^lpbxtYn*(8ku{)d>>ZJtN+z*EZWzGw5r)s835P4L3;7r6Vj zyLs`FH_gC=_2ODA#E{ zRet{5IgUO3G$)>VilSu^3=dP>yt!>(6S(srywmo){W~e`=I`}=AIGpq+;Bq=pZ)Al z^T7}P2WDoVbpG8mtiM27QwhXr;i9EJhlHsYlIdrUUxbG0u0blLvWKwt#2Ralt;90b&1-QOz7U_7$ z9jr1CsqPcaj@vIgU4YB{%&VQDI_ld~~CZ?2%E-ayzrzX^I6Kd48=CLNf z`|o}?_PbdXE9tPJl{YVW32Se=tgDW~t)2kZRS?_6CYq;4eLbNf9!^sR?}_~3pe zVLj(~X8Oz7zr58CmM z^wSh9iyqg-2I|JXmjd9OCNpJ$U5A3y78%R3@H`J8L|i!mxbenO-v9nlzVxMY%*>2X zntV64UH?x?xX=~?qG-2ScwbKmOnKcyXq|1b^vxyQVV8k-cGJ^mQ?>;TAVLsi-9@nWFu7bR!CS6dF^5kgP{`xdkpWeDk@E-qQXsj9+eJ)!0Ng&-=)o zGU)(srszVMinf$8R@`HF&n6B1MrA9GK4V{HbyWz*dWbjWVU?7x%_^(y+8U#4xaRedf#GehhpGqr3r#-xOP{-xqP2EeH#OmM^HwkQE6_QnC=j(pZtTclFTv>D~mkeB*v)VJCw1Eclpe zyH?rTz`d0z_hx*;M#wv6dl>Q!XwL!nSU(m?Jar)i1EmtxO2A5w$67TC0#Fdlo%QHB z(PCyX;0y}bHlZ!QuKWazE82)#9diYs=Mn#u}C!x8TI|>-h%iyGyJ#z zRl$1yET^r9+OMax2jVH>nB z0q23qtuCwY>r3a&%(c$u;q}z`l-jN@b5sEhn_(P8qI~iv*!_zYeBX~paCU1h{a@+l z;SWB{^44W!ONHCsQQyJdYc79KzWw9-IX-b5f67-6b%FREnJI>LNZ%jJfOmZjIwe7V zh)LtxUa(_prUd|!>)g>wBTyB}=r>svE3TIcOYrgIALsXW{@#xayxRjG82C)<-LrKMd$(R%=9-wE;Fxy|cf`dRP=gG`wwaK)pw_X&MmT@44d3M(PW3egWvimuRgV1Cx71O@zamLe5(7EhV`6du9uuX zhuSkW-Z1ip3-A02Nec@LJpcUjxUP$3S@BCr$5Yoa)myC=^YinuGM$aBZqD=4;?xw+ ze*4=jo;X3-wkcT_t}!`6&?uFlTE%f3ip3&@LLojEJ?V2Yr|jse*%4Peg_ShtdA~uw zoHV?5cXzXU_h!zXeTtbGNo!^dzkCGgtg1hV$`~`AbG#nfp`GNjewi(QbD75T4Jx-* zsN7h=8E~+x7EZy!bp?(ia4Z$e+?F7GiHHtZfAksSe_OwP86GQ3#VmUc!M@;V?~y)aapwl%L10_k{MJKk|mTa$P9n!nNw7W zb6PE|FoY;CIAKUpO3Em9>VLe(@$1SodXtW+_JB>#yLzz8cGCPW(sR9RZ*I}`i<8(R z4QhX>hkMUth*U<|$dpy<6It2Y^)O-oN%j86==^QG7voAu1`PGG-kzGHf?ljQpkfv> zturmQ{D(QN1FlDb`(~p43Xa2EvB*i!Lz09gtr5j*2hRV)LBeQ|r4*1uTT~OXg(w%` zGnXu7`?A39vI*BhIK7Q`jNZ#lH>Jx&$8m67m#yF5%H)noYEF&j(IyAZ9pFv7-qi7$ zY&6Zx%<#8Q{Vk=vB}&(qaLP`SpRD$>EDqhN^Bu-Ky6^G*H+d+_MvSvjUjrbN737jr zpx|73su#75oxX7v2v=bD+62$71LhKnV?~-rUqZW#@m-)g>Jq3pqVBMZJ!oTh+v?gF z86Hawq7cJ&T{ZJcPpS^5&FFx(Qsjl5bW({SUx$Oz12{x4F@Mpgb-cx=K6Q1Dkh;-y z&s*=|;U^zvfrXd$i>@@VU&fz5y8lt`n7revQQhD6wzu)6FMWw}xg4wRp68|1ciXm^ zot?$=JZ#&}wXv9UGc8O_@zi&|Lt|!!qGeIBZ5$12LZskKpu+3{ZINxV%X$9vylr_( zyH?n0^k zMjU$H-GjT;#qP4P$`-OHkRgPDQrQE*4#f#MdF(mP1fnYDxh#UKnRHyRXe z8=?weNlG@!q+}6)IL){Ir#{ZUsf)sn0@Yiq7vyaj8degZ`txTg+_b{{$M@qs+eZT1 zx~bYmMU$~fYF3@1;|uZ?cR|p7BB^BQ_p{+Ejw2vx_1#cy^>sBp?PlMMjvZ6uOOf8# z{ofb3)`cCw))0n5C`+hV7ItqhGX}J0LqDE>eT5(o+A~US-seBbzl?i3IfA4;RwE*wDN7x9{d}5>&Je!pg zi{yT3yG*oCUWk8V>w6MGFwjI9yy|44JpZ(Y+9b9*Ml`WYJzZccgq)=hZu)*%NJCBrV zKF^(ny30>GQ%23X?p9X;d!J1_x-2B28nrrJGt{DHh&SmaFQQfyqgDI)by*rk{0f^P zB2W+?ztAEDDyRi`XFPUy?PlNjrG?|Xn$qTjn>lygxtB(De+2=%PQ@KX9z68mRRit- zZ++`qdGg6834$PocF*&0T^HZ?3B!KB7O32zuNNvEO_2GWxwkXzhHny~EpLbL(vz=0n zQJ_-;)fiD^;*R)>0X?<~*F%Iu3 zb1Vx|<&VM*D~vw)1gn3xh1Ea1mewrIF&9Ho^yIS6-8zNQZ}e zALLkLI#xFIGncbpTPN#K#+6Ym^~<`%n%af4GRD}LO`#xDePOb#dUt;7PQG~Vi`?}O z@4Dc%*ht#HZ$Duzj6-pC)Q5zh50Y=D}%qnuHvqXznE7^vYkQaGp#c%oZikhmBH@8OR~$% zt<3Sg^WRfenIQ+e+g3hsiv(1gl3*cV>47Cmd)I+BsjM`?;sq=-mzcsvh`-=d*jk`+ zbA{sWBJO5aSzvVJ7h3^%Doj?U!&SHzCJ%ycI<`<2nWFN;$G&(;@-k~m6-}Y0LO}Yn zKD+E)eDaq*$?)LtOY)mvNolBehzHL-c;&$TO2c~2F)#O66Xzzlxp6at-Gf)~z%N}| zSXkh>=bpoHoLEWH%V8L@va%Axc~}pe1Q}l13w> zwidFw60ouyvb5l{ShZQZt&0D?eq^_ut~i)e&_0jLx5!gs+F`WmSgY%CxW|mjuI({l zO^sF2by{-ATmEjFl|56$OK?pkiBeRZ2KpuYv9!j!n;SzR|!#MLar-vdGMQa1hyL z^c~Ri4M2Mq(%URDdcD!PTDU6jbU*no*u8a-d+#memN8kI-nc!^@bECD(v^AN&Cbno zc=j;W*HtNw7O`xL$fTk=bRydBOPdu&Z6vn8=n0X^1A4!>LYLi-^nPvDo6PpS@6FaL z+blj-`|}}C&-X&Oz|s0qcDuXjclvoXCZ}CT&_|Vj zt7>8QwX6MkD$jcU*h@{pT7XrysJ^jE;o3ranBAzBXAVjs8#0~Qbzu+?kB+8$=Eof> zOcetZq}#@EB3n_|R1tn!CtKY8_wIgGg@0Tx?cKhYw|)0*{D2=^-hp1}z-}C`xUI<7 zAN)EW+j40wS}%9{iJ$lh9((LDW@l#!f`C@56?@Cq*47Y0#10eSPfPw+|@~ar^D?@WY#! zI{6FKw*6T?bJ>v!8wx}y2<8Hshnp047pc6aqDEV;s{S!nS*h$eBpuzQ#7BjIl!2rr zL3k2b3kg;f9D9oa%{d=$R}pS3!xk4|D(rbbc_R?C5w%^zyI~0o>*~C^&%wK=f;6Djho6WO#6)d**qS}kRu^ViI0kX0-`XI zBq0jzXrCDHpKBoAbA%(`7)#zMTA{X#a|?;rr6PR@wcb6j%;Mo^-o>7pYukMQ_+ki=bZ?5`oET>dme>Nl3zQWb0| zSq!;?iX{+%#KFNG9D&UvaBhyUS&v8Y)uA7!ezuoji<`cm`gHPIhqBO~$rpJbuk&)8 zr!BC~@5Wi(!>-p$9LI^vgRB^k`u$RJ=+Ghd?b}Cx|K-D_Y)OLI0Dsyi^g|ri=~$_1 zyH^p10kQI)RocxKLInA$d{$}CD)C%kdj~b%Y%z;lt4xDNrs82^bE0vAFD!k55BGhT zU4>Vl@@`jdt$b!9JKpvBi*MH1yJat5eEf?zBM#0c2dCGGl@BCIQ)xY<{#+ez(!(7! z9=x1+upG42#x8XVy$~5l$~TnhdSe%b?FH2;P>4n|)n4>SX~$AE?NrAqPeKdTau9{P zYU{iuP{)e~TT0d1^-C=B$A@dG$!m9cH=p{*tJ~Y2O?^Qh-)VjaXRveYPj1Qq>sKty%Y9D3mpw-#@`YE<`Q$BuFK>{%SgiC;{%ZO5Sz^T0O`gdhDc{{?@3o=ODm1tF3S zsFAuJL%h*B(Gr4^l$DHIB+4yjsg*R23qf9Xa#qh2hyXXjZfP7nlKd+oJRc+6U) zyjN+>?82))lR94NMJrWV*L<-_<;Dt?n=3e*9OY*>pgr!K1u<9zfh1^3{8~tBIi#@^ zP+thB&->Kod}@{;d}j|FC_}|kFGH=QYgIivh3Vxu2D|Qzno--$4ybs<7QlF}mG(6? zen|Hu{M2+$y22*fZBpi3^MY-5s^BS=T~AgrkHsWCB)v$_Ww%XztVnp? zBUlS*M8_@=yB_0|XQ(QXsPtmm=hQp8@kZPf7{|*P>(LTbfP{7_@mz=?3v6}JN0>_{LbdNiT1o}!lF0nDL)Hze6Itz-&$ttq{psq zo9$gTBV~*3f}m1x7#td)w0kGWkl^%bW>;642qg0oP6Ma5xUAjN*LLi6J?>d(&sbvG zEHXytYu!p-6#MBu`cZ7JpI`ZvB7=kW1v|UzYu9WxnVOnn`}Xbm_xK{x?DQ;u^W@)9 z+Fzn_eFdkaz}@_pr@W``smbPsir%J_3sT$KRQYJXcsrTD&)L478sD~0rc#;Bt9sjl zT;OQqDDSGg>$0!!D=pc@vEpYgwA0+m9JlSejlrIahl@Xb^iP#lMuU6F!g5r2L~WIk zbxCugiEK&SO>XW(9iMQIt>FDKQczPd>x;XJbibvW(!P?4dQ-^(cFV|6EmAL@_yyDm z9ypt0DF1d$biM z%MOr!^mU{e7g&3?&Z+kg#6Xi$M0LJ1U?(pR#_%b?9%<4YMW6A{I|NfnXh;q68qnL} zU9I!BJp{$oHb85Gs7~;1BvVC~YZC9A7k|#?^?3bxkAa6)+1_Wfz1L=QmrZZkqU>7q z_jWO~dpA~Z5B{0cEY8ky((^g!OC}|p*y1vOPp`6i>F+he8fKy0@HlN0+T#jqG;o+~ zDYbp*?C;~Ojk9~V;Qj9}#-l{9SB{v=^?IH8`FTc1N87KF#z7IsAWIrfqWL`N&n`Hf%pyWW1fe8Mrr@9_&bHN&HP>c?|5hVotJ)LUx8^u z;0}O*+xA^NT+BD;Iqn}<;NBmFgml%7(cm67RoKIDEsRHzOQo#pzOq5p-Rxi!{f5@r z7EYf-&pUglzP5_9*@>evn4yK#?jm`p8-^;brwG`!a+GR9)3x#-^89L_ysqi%?M9Pv zuo^JdJ;rbTqu>0IvBo8E9$sP27zeJm_2aOTXJ zl_nr986w+Rc4npk5sNPzour+E0j8yhEXxCs7 zfpfT~qOt^Y0p5&HYud+eNW_qXb6pvVLJe(hltZR>w@qC)Rdo~CHv;WiX*b1=h7u^k zm5}Zkc;l%GTbqRxv}f;ip5h(@yS`_nfjyI)GL7TvExbfEe%V*0Gk#3#pSf-mMbklt=lmSGdL%TsvU1 zrPraqYEg0p-PICXcWk4)eH;GFG&5&Tv)F8K(v$q4B{>zsbrts_a6vcg~-in`3Zr@Ur~w!^6Wo@;8sLR9vF^ zx+?B~i!E%d=wByzHz7U+>lqNw0(*8_Hs9oK&u+^C`o)00zMfWx?Z!R};R5}lpIy$Y z$1<~VaOcwOGLId7jN{&MWtSOnuq(ETX)c6%(L@miyt5vS7aA0{Mt=JaO=?m~!qsqn zNY9p>phn?qhIGB5i|)5|Q`}ipDptitlternar`hFwd)kD*Nn+nC%xpMPN`9WI`I^= zo1M121m4H{#`)xjKKUaNMW$04>mK9rGmo>nX|;W0TlxRWx5I2?e<1|*=jyy^{PJV^ zz8tByx0i<=dME~CT|jqIn{@jA*S~rFYIi1n5eI z*NS^`^Q8<3DrX2bA5`C&2k%)hB6E&86$~WEy2P9E(&w7fnr=U^#HNvO5BMr=-h`si`TpZQIsyzm23rhYoRg`Y_cu zRw-^S;#f`!+D&lR%aBtkG{HCn=AD4u1noB4i?Q82{ssRoXP>rwX;gZ1AG+x8pKLwJ zEzT|UTd$7Jsv8FPOSQ{<_waW)+B%vH!qjCcaMvLaqk`R^^Vz<#o#me83&Kw>xYG^{ zLWtNiUf5Zn_g%el7&W_UCoe-I)MFfbUWX~GDHTh5F=a#2I@2Op4hUBxXm6%pP+>hx zY%qQj0xLBbiB_YcX5{hyaX#_EPq1(7M;F?4at0ipE#rKseQs`!GiT1U!Fwlr%-Z}sv(G+D#c@(9dtT_r^`KqH^zM_AqpnM#P>2=vjSRTd zsbyfjm+OTT_l->2Ix{*t%9%4~sMqV1%aVZs1@HdU_4tM3*qfVFZmMAQL<+m9vK!(; z93Ne`TCS>5mi-wYe@ab42#Pz3NxvFHNnclGH(CT!%6kUbQyz9BT1*V>4VhBegB2C- z@%qz6Ub9f4D%)fAXYX^aJ;wN~mxZxxc3QQ79vmJLi}5woeK$>LH^JQm^{nb1+h(@7 zaL$8Bc@N1~-l1Jna)Dsl=OnQF_MUbi&x7_nIF2)9GM6MF7_CiBO7EPd`hl}po9ft` z>L3IBDGLZ9)!oPMeE~T**?wG+vuv)D=H|>ZQkRLhJ*p7oDe}yC^c-rib;M=!CWpa( zhpwtcsbn)a*vHuQ*HP%{X6ndcCa0!Y@qCWgLLOcYI5X_9^wYgiwcDYcc9lJ)w0E${ z#43AEB{%eyKqr=lC>^~Qkc8nH?|tt$cilCRTb^`kwbSRP%Z6I5hLrNMI;zf0&+s=- z{teaFRw?Z&;W}=_`nPm|_D;%ru2QepuLI&6f%M#pg9-2E-$2}v^|*hW zoz~7*1-#qE@#1H)_pDR8lu=aYR_AzP<_QWT1vQ9Km+Jg!S(Z|Gj2F+bFCF8CH{QT} zV_yAnj@ph?BbCWDnfsvV6t0B?^8unH=y`V!-EZku%2T(Uybv|COVrEElPTZ2chyka2_weQeZ)Wecdy$@Gc6L^E zjP+FIV0?I-KlxXG!qC9bMP1uhYib^8a%SWVi}qq_{i_YwQ%OMm*{er&f6Z%N!w-J& z1D2PU*Y%47)D{+a@xccv+crhh&u%KM*@?s+qd#Xu0k$lQTGT;xy^&Hk+9_413#nz7 z3hsK|-`~&t{5-WI~d+uFPoDO|`IO zEixO4-F~5gmtqS|G_8t&b8agc1TPEiS)Y3zz#EVdcH77|RFS7zun^FQF0(^t+l*zb zbAjdO8k~H4H~uE)!jLZ7;YuLVWl5gm98K;GE0o?bNA({}Vh`7`Hq}7-_*0T#_#m=t zG0yMtakE*!jqQvT8HjJ4X+gHDl1!hsobf0=USp)&V)LlW(2zq{k4>>;(cM#FZ0{aM zcI{yH^l6TtIL=b7&QdGn2TK9Zu7=FLx1VrxI*N=Lfuy5VMn{zibC!)!QR7HRy2Z(Z z(xJbHJN3HM!FTL9%+%BgHgDccS69~sg#aM8Y*<-Y;o57jUH9+SO9u}gKyhBaeOkaQE>lbgA2}#szV-!`(R-IIZE3k?d?q-+5_5vTdJ{7$~c>%PO(P3V;z1=deO@(g7&Zx*cd~<#S<^`!m$_Fd+lC6`M-Sf;;!kdJnh}S zmmS^?P83c6R{+?rG^}6hG1vK&-1&#`@3zbJ0!rn zwy?m|Q%_O0EQ+QjCKEa4Vg}pMk%abW5N= z=i|*N`-atJsj{sp(_v|~-6IP5XDVTORLrrR3i$QcwW@}%D8wg1my_Wxccj9P}{(NPhqLY8-&^`=k>FIkl|{w$62dvuK+2YR;@>Duh# z_F4$n!g3vkwp_!O1AADWTj9v`DQ1HP4F}Hol7sb-*&E9EBMu@D)-(65lj5G+5!C?q zxN_@B#L_T@<3EX28$=qhgNBAIhKFrtW@fnm{`-0R+uzRh*I$1@h23!+f*`OkTrs*K(q| zo5^@E!+P2-6D+GpF;>B%>&;zszoT2(Vup+P7mLZ+^|2x#uVE z;VrkkWy9CKKpEL9CLtE z-~BGEtWb&uRw{_Z*RH|cg!a77sIl5k8tzL{GG*HYkzK~@jGE_h&q6z}A>i(`?o!lt zJr#>Z>h(H*^e2CmKzmQRoD!}`eAYT@jE5?()nqf_2R; z`YX*G<^rqJKF8kPjlaolQ`K`7_EbhR)@6V-{v2l3nNTDpqS``KTC`5Jln9ko{$>0j zU5;fdc+t7EPPOvSmGrsFd7sLu7DL;L3|?EHXOly@+oo8t*)%f5jW@rBYFCx#4?f44 z$#bkWJ!V$|CguX3b_6T$>CLY=7{4u7bzd(8WZv`QNyPFng%fYbs%>if(YM^!LJJ!V${nZeyqB zStZ`QKY4jDrM%}X$BKJam0w4ZPpRcu0mP{EW!FVtoE*#e?$r4U(*0DT{f~vmxW&4K zesT3$X7a(^Oc{v36uZoKkA0U#dr^gh?2ej%os3cp@d|G~@MgX@`Mvn>Q$58Y zdGG=VmQ)k5a0Oj&>7x5x-IQ-EU$oMhDw@7|@SE$x`;XK5sW0f`snSzzc9{*Os|eW5{p=o_ zwa3@kGqQ)luB#*8?AWn`?|=XMtgNiGLHp9_(};8D6tG8=jvN!)WT0a-k&c}dNt9U` zhRjBG8QnRyQz*#w)bTuc&&FxbTV4;;^Op4#1OcD^oli5jV~+BHGFG>x%9Cu=7)bTK ziN%E_B`)|=sxvB0wW|s3ZL!tO=KmZ(H#?tZ2TRJ1daCU(ab&Hil`>ol85l9HYujQqaRVMx%t?LmEFHmFE3FGKt!j86^qo-z|!<-j) z6_b6eBp=BE2XDMYc(fVAyM^++7fII>4B`YnGsZ3Z|Ss@4l1_v*#{6BQ?5HFs6 zk?I?(l&&dJunKL^o(J#i<-H3*d#B|r%x6J9wax(gER?52mJF;%U#QkwnS5(58wG|yo{?_scVbwJoFF+Ej&YU4X!rNFL} z-D`99iL(TY0dE?+I#hR1BdR|6rj)ua_(${+<%*#Cxnx4CRj_#QOK!5-wf}}`-kSG$MC{eQH)%p)QEZL!5OQLNl>~$y{ zj#xXwv?L!8u%<10SEdwRZ^-hBBu2!L<{F^H69jRRK+kmdOb_PhnZEC?BagR#yv(eZ zSy|Q91A+uB{3uSxC>hzWIxO^KxtB>1Dw)+jN&r_MLF)Ip$Itwz0cSO5HAF zr;c;?9rv)bw#-Z4eVOIeb+)Sk^GiNca~{*fHuZ@D0+A2udXDy1zIJ{6b!d-8#6V)K z@5jCPvser7Xt6;h_up?bG}K(bXM1~_lP6D7E|*&Zd#i`~xJ``x`}a3*=zooE+u7sf?V5PDtjVGuoP5 zV>X!O$Bnn9-+gc34ouBW?b$BVU+(A0SD#cBreeE{Ycwn?LF2{|Yz34ql{jUY*^Q#1vNG7B8O&RxpVXC@<;pTMOEWxj=8?T@;YpT#ZrQRm!E!_ zcb|CoTSj#UIC}Ibv$M0Tt*s%1VCUL3ikqAC+BRj=#1w)MTBm!YectYtAP zrl-u>V^SCPOn<9rrL1R%wF32Q*{}S)Utw-!j=~)gv`1Dx;fO|~Z!viIByR-6b(N#t zU-AjAcH_;O1oiEv29ug{QS1G&Z&$a$==PVKZ`{sASP9b&&Q&C*hEMUHiTCjL|JvW@ zmp}H)oIa+qVm!N7)**Cv_UK`@apa=YqSo|8+=5>j&-9ECfiwx5b9K?_^}~ zJR%(SPO72sn;I`6ug(TS;b#amw|XO78ZPN{?&f9%yIMb zI;_Wk$ScbZ*Z$us1)}~Hu1K<@1sg#F-Zkig=)c-L<7ozKL3+89ZJ#-}Bm}S3aVjCb zr(C*E7APIEar!LWZi|t_2e|+2{n)0%bCWM{ZElY3ipT1T&y{N)Q?-!w_jkAA=*D{H zoex>XJum&EFEKXuW54!ZoXbCn@XDyepm|1vgK+k&O;?wZTE+OdnV+BM9q)KY?t_2c z8@eC}2!a6L_qloVCgbC`SI=qk)k(hkjjvKTT~OI&+(M$VXQ4gr)}cIazvZQo>=feT z>1C&#D$}mbtw6n%8m|L;a{lW3BMa}^g<_30o)4aXOTzn}!5#K)ml^09;F~kwWX)>W zW#WA9hA`C4EmnPG!!C3F()r|E@fJOTl>iw^O81oL`SBjg_m@?sm>x6bV^4rR+KEZ! z(-_*fL;O{rU@2(8`kVrG?^dL;A9b*XtXv>(`WoqjO#jcy&I-?5dxl3&zYXtujlQ6d zHFGVgq?(F10@iPLx~~)1p`pkiVCUH#knrvkZynXWudk0IM~-m$@?}E=&@Ux(LL{nteDmDRBGW0f$G^AZWzT-6u1)c$ zul*^7I|>bZOl0N5YTWo^s0eG3qP-r849h;@^=`!E-B=4}Fg8aJ+r3b82v}{r?)Nn? zX_rAJo9?lNJtnS*A67%gN5*;2=?1L7_wM&H*w@I2_0$tjF!`--sd^1UBpHNs#l58! zstvqntui{mqxGk>6d@og>k$@{;kL5N(~CE-^BiJn^@7{ z7~CDw;I1EeHc(sid2Ps|dbSv?OIo#Vg5YRacD!~_t6ODK4|5WXf6QJ^^H;tbhXT_(LlecUtgPL39j@x6st zxG*!t=2nI64WFA=>s-20W8uCsvS2hrc#8*;)Wb>^)HQgI&k1Yp9;~ZBhPiq|+nCvn zs%CWTn8_V?*e$OivFctbmD*lIveyScs%#&(w!GIkd-g29{~vxI=ZHi3J!MMWB`mBa zaF5G6$uzTDF8EF$J~<9(p~Ppq+ktxr5U+>6E=hNE60XTL?&V(g@z%1;+!nYmZ!Yt( zAK6=WnO1fg(=b(y-yj4}ZP*viy}-lA9>ype%&g2%zoshA6iyZB`N`*_nM*bW%@!~n7)75ujV@>XhltMZk~ z3InA9P7R*g>!$uoA8Y1X+Ai}yDzHakcAM0uYFwDQzyrr0cuT47F}#1}KmTX;2|-V! zwiis3vSlFvFAN)Y2}lDR`IQmdrT&YD^#uW!wX~2~c-I?;(toqv+5PeT0QXo;o4z{D zKltN+pp^D5vjOb|BT?FQ#W1Xgsr={us!urAh4K9Rq2?e&2!Vr9??G%0W3HS;Yz!i{ zyP#?-%S%{G*u6B z8cFKTu&OLs2wKl4(3US=R$b}Wmoxfb{gn!(BM#*|3KUKia1JV4Yq77$#OMTfm)^+@ z?Ka;8^K&Wg){vy*8Dvfo?fXm z3+{~>J@}wYxtzYHWaHMYTikv3-MMe+^4`Y9(C+)nb~G|Fk~`hq;xGQMAz+#qhYd;8nlAmGBx1>EBpfk#N23-`yOb@) zESi`_6U(vG#aNO8_T)8hoHlJKvcz2Xs9&q&T~{i**=tgIXNlg2d)aPr-xf+(DH}&i*EF--FuTu3{=$KYAH(Sh&0@ci1!owQf0zdTfo1^Siga?q|Ruo>4ep zVP39duLcMjs=HoM71Ho-1Hq!tRS8=k=#G}R0q89i_Y5qjx?8}lZWqykRulxaD>d9v z7yF=1uo9^3ZOQf%DMh_W$&8mZ=fR?Ov4&MLDBe}1aHfbe>R|4(ae8bH9XQ0h%I`)Z z`1Z=PT)#O-W!q!(mdDMh8rN0=^(G=`eX?~rcC(Acz;3LMV9mZC>()J3x88~Hy3z|A z{i^dm{XKiuYEs*iH)Yy&eQRrr{#rpg2Wc%EhuHZeodvn@~(T721<0@ z(M3Q&`Q2sg{Wi7P8sT=>bdd&{%i?{nL4kfi=m*x!@(ia2PQ4B9dyFggm3+I*>xmx{ zup>ccN61mND$iG#nxEo%)M4DOmw(n%6zPk>){r-p#g^!k#VDVZEK=9s~i?v(x;+Gk-vJw5r|^mbJ8xas3%h zF-%g_ZiM)2KEY~0I9G=6yo;>IMasCPBp)fgqLN5C_2XoC0N{oam_fj|0}|B^zSMW|gindlqu=UhuvE44l6 zxS&OU@+*Y;hLTBRCuv1BtGdS^pR&Ukt*`GoC?|JIG zzKq#!DUe~*s_&{#;jR+yJBnDRT#OMLtH-9Vzn}X{Kf*x{@q+&%7v`tf+Ne-j@>!m$ zas8DF8{-9}E1K2zHtW&~*sbgLV$I!)GyPG_tr3j64($4hN2yfmXdZejE-do3XTC=1t`eoYN)+v43fgV$lLdGk#*_U? z1KzVrdY;WD&vw%Zymt!nsj@7%>oDIUnjSb&es?6?EAQR&_WognwfiXfadGbAp8s>Q z_aw9HvxFP!6|k&JLN~-TP3n_%mi}akotJhfzpG5?o)XS62ea2~G@j%NEZ4#|Y#bZ} zf`EV;HT=3yPzw^3J=hFX28Q)O-Tan=By)_n;8E@`bM{}HrFWv2xv$SL_5Vy^kEo|; zd&E|?(A*P#}5nG*+pg7`key~ z_8}YZy2ls3`vu1Lzcm_Ux-vDz{LBnPuG>&sGtjo*b=mNJs$rM{^Q^j>3+j2@KGCE1@SA_g{NZ^eI+Sv<$HdSc zG@w1U#{{bZ#q}cPtM_nA*2zKygxaqked{=PZ{ggvjWJY@07s-6>=8mFjr-^g`^4Qk zuu4O6@oHz+`^y(Es@(j#GM=;F(0_Bv6VTSSY4WR$tH*B89``>WdU?j%j7D|ZrIJDZe#rb_S}6Kn+Gs9M`(SaZUyb}yd-zt zX)`=*CS|QyARe}`u+Svxwfn}Iv25FBb#;}&!M(Spe)jBH!p)G{Y>oO(9a&5_vJ``L z4D&HihlE&IczC(Wdn`EVzuE5HK6&HnWdf1=t4GVS_`HapghgYyv+EJRsfy19Aq7v# zr+7#{#F!l0^EUrMhn1|)9)V`+#*}JFbq`+mNA7rpFa3XCBG?F2&fi+d)}<}BzO=>W zcQz?MP-ghohH;KKDFw)M)Pd}pE=APSqlZU@3RPJps0OMMS1t1BZA6t%R|EW&C~aB< z?d72|$N$=Kj{KBrT38@B^xi`(&Mac@SB+p;BNlv5E%WU{daGg6%hOCRPjhPEZNGb` zG3t$~mQ?L4w?C0L64-Ycw^Lx(yUX{LS-Z8ylao*K(RX~5@!>Z=ynprFxkPDAGKmPS zGAb&o%!zWD$<58C#&l9jYDQ7b%^;Ekd;?PQp-P3POfz*ujAOS~);hH7Ew2VakOKE? z_8Mpg%*&TA^G9F(BNj&&m8xAf5e3nJ_N>w#RsKwDeXBmj^&)pw@1lNqhqX0>ogHX^ zd#t(#Na^9ca~pGi4P&^5wLggb%`|Ri@kYuLvJUN;^7wn`F;NW=gSto_OmrT^^) z1z;ZN1 zqB@S9VTWVCaEz^2wpe|26##ReN#%tK!A4{;vQTiGeYnw~Jp_N*$Luk2Pq;Y8qO{6g zCRWL2zj=t$+`}?EJS$(}W^Iii4DptH)-KmrUJVG&6d-7E{nXYc3+vX6`xU5f9KhT< zpk0IWF4S2-&yLq9%UWdgH+p(m+#iE`UbF-F__}jDapue!CPpWiyF5pIxsE^JmXXK=-s7_PSPr9gD!`uUw-4Cr zW@t(ted!N5-2dYj|063CD_8?j>&=?do}?|)J?&A(t6*J&_R3v&o=3f2 zr>DnbYs-ifb|3e?3R3!*BOdNMs~HuQ22^HL^kl|UGo%)0R|wA;-WV}Q(a(W)h*bCbCUbVAx*JM8CQu{FP^t>NF|@Y=cN*JBaXi*0tRo2EM)ji&SVFuW>W!TNO(WFjC-NF$# z`yE6=W>men;!LpHUt^9G)HBZNQ{kx>brRWd+z@9 zO6G47wYI5iboxJ8fBPMG*zDhLYQq}aU7wC_(aVe7Kt8_atgf!MoW^c(`qXKzT)jel zu8w!YQ*V&s`Or|_O-yX;luDaUKXlvM{Rb7Ttup$t)ndC$-I!wP#uVd+I#&ZfeCWgc zi$DGs*oSS(?<&*tP!IM28>1`A3R5t!9E*Zgphxu3OD_cq`1q``#yacl$Q}HOuT=K! zC{s*qhlxPlTT;2$%Y$W(|4*%fJ?<~MMfUaVV|8m4d&I`tZ{aWaWJcb7TXirjvCKU3 zwq>T%i0v{RtL|@6V2``)5u4JzC3c?QVR~hnsfDRGwd($rbLW_wnPI?jl17$dFK?cg z{Zv;MS9W&T34)X=yBDhrT7TRf$H&5uFKlm9(aKuEdJqKIwwYH1m2_5$ui%k$6v z?LTAnu2q~NNBPPN%IcRW?a*i(Nr(202DIO~eJ7spQLELcR;yIryGpStF%NiH2ZA)b zBj`OJ@J5>1*37GoD_aXOn3fCucd@ zL3`Z&^WhMW)~~A@w@Cu+7$5?XT7MnZTJAPrBXD&HPpjX3Z%i^Xk(&~NTKiO+rMbNty$f5z3WtL*!q_fa@oz#g_$c7@2p?l=x5v&25Jj{ycK zQlv(W)#$SoMk;$PAlMEFH^T(jy+uzo{~g(4N&_X1|JCF49Pgp`bZ<*w*W=*8L8@Mr zYQ3s_?h7q^?zaK(*_+bL>I~Z$}&*sqSxaVArQ*jabR6zDK|ED4+hT zZ$8!i+_%ng?zwZUe{Gth!fM$vYSzo%W138q%e=U;kp}Y)pawpka^MiW-Dl59q7(ai4J? z%ic2edYww8!qP{UV4qI`(x4tk+#j!e7TR^-)HfFCakAaXf3nHPTSWHFNz=Z`vAN_f zP9E527Effx>EyDkcOS;(P}O11@-QqTmG)5znF9F~w2MdujvsECPTpuMdt zg{L-I2UclVW^~m(&NgEK-N4Bw*Ln40y~wQUu02?#9v<>mP+OLyTVquBsGBH~gbHS2 z^|P{Ap|)5fFN}LH5k7wsvoZ{o{jjXgY#{{x;45GVYVHeI`xX_nM-~~Q%fK$$j2I)_ z#a&dW@IAiATCj${?Nhy8XXlkFI~NBrdyXb6V{9D&1jeR<_14jRL2ZWi#_+7#-fWX; zsPcE-nO56%Fwaxa<8gFFz8$dZk+tCMH7;Daz`1A75v&K)F4w5-)Cda=SO#@Z$-=uC zRhf?MGCH_-s;ch=+~Z#z#yfd1h?hUx-3sIl3@{)x!jz{SGultF;vRKBZ9mOJwf_;o zU5^aJ?^a3mb6@@(U-<49xY~P_(!(VNCI+yEEXmk8T(5Sez(g1dEUMcLQffD_9^>gHrBlJ#m2JCtq=s&>h{4B+H6sdf- z(*9=EVp!YPmfE26m(Fu?;N;tunGR#LKH7TVTNT)I`s3-9?k-Vzxq^4oV`gQB>BVVI z4dovzpa1jE190)mMJ~)<;Noi+LBho71gFPNr_-hZ6Jrw~;q>v-oIc)OMa{;=s~0)< zt#eE*OfkJYjZrcN$p{d5rU zxy?-~n$m7r7E;O-q{sP_ZQI7OtmNAc-18Loxz#ydD!qhz$i?V3)SJXO<)cYj_3;$6 z>lNvHDm^?@dWc)MZc(e%s8lK}KeCM9@8^k$Nwie|;tiyOeP+1sZ*TIt>(l4}+*3fE zRmt;IbCJFxXZL^e3|d^lbEciMs!j0=4D(-Wi_Do`$`+HraUj8KEKr{9C<_cpf3&~0 z9_*s`sZFXVaL-fSbtjHtz?dZ{PuJKy;i_{stGbg}hBo({l)WVSEu1bi%Hjt}sis|9 ztg-&*>n*2e99$)QUS=w1s;5P3=}vre9u9zW+`&EWDhq6%vdDB>-JIntef04x&vHZF zpkArt&3o*;QlautD&)Z7$P zb5o2TOuxqe{D1#EUwHKkTe`fo^f;oMx!G$XOu?niOU%4DlTM8$ zCFhlYh&zFn2)+ZwQNx1hWcVmr;A zc0s1WocJ4+o$2agCkWWiSZ4MN?O8j9wi$m`N|v{_I3MLob{r>_zR~x69LGrjUWfN~ zs(V%$ySaRm&%E*(igy-O>cy@|ZI4qv>ib-`$V81SbyvE1pY=XAHa6Ja-e$A3$@&M^ z@dx~7^_(1FhygwOn~l7Ul-I9s3Hv8uXWAkoWJ3k4A8}ZFu#3W1wpa(&P+oUkb&qXjfi3VILBA~+ ze67xAtnUikF}G2sK@6dq*XmbR@t6EoQ^LIOGQo4lkv9h$6VVR3 zO3xRu$JTLAloE@KQ8p+P3XF*{PH~EBT;n1a*{*Nnulv+yYE)jRU{C!bW{_3Y^PW1} zUrbx6=Xpx|?rOW0WRii-U|k=lRlS-lwC6AX-r{%u@OPNHF_paKt6!}vpZl14Fm0t? zXH|E-f~wjYGG&)(1?zcsm{!9=?URM~PC-7|-ZU%lsr^ADutaa=+aK)!03ZNKL_t(M zlVjhA0NzXk{L|LcjMe`~1@|bkqTODP3HFugp@6W@G-$yX{9D^+pb;U!1)N z@9*rdjh@yIRQZ2SkFocwcmA@po6Zpm$}(emYJX-PR$^O>^khqL2U-ib25h~*i_O_O zh1cpSue(EJmoY#%0?#$@9D!{Mj(&BE%OB{1<8JdZW$iNA6^`exbqiPE9CeZm8u9tB z`+pbzWD$SK-?g%dg3XXI#GTwpojTv+ zd#nU2_&YxJYjt*B+QIv7KZWXnWP$ZdqFSELmF?V%UDHKbhvs%_yPXT`ovQ5%3k!^o zkM9cbt)RZs`21Hs&(w`6b>SMR2cowMZa8fBXdQeSS7d6%WY5QqD=zs7{tGa(*zXHO54o11LK<;!fI+QjNs zpkkJlSdnad*|^as4J<`Udugl0JGbA-YGsv;jSZF$FSGMwJ8uk-C);I@qwfN8Kdfl= zBB1SMH)mab!#K*nu3cl!^qLx9is4uw67XmW*+O-f5@8AIhaI*@9lEa8Sr?J&E}<;J zupn>^Oh*v7g1Tei+i=J+C|s#iIqEb)d+GtA)zgV~{1nCu%~mZLDf!We-jdf=Y1hNN z?-JqjCsGsijd|+BPbpvfn1gf3!P=*6v1O;s1QQH0$P2u{HF=GCwT{2wQ+cI=_uM{; zHy_p(TBN!=huA#Dq&1}HDePIbJ@&TWPQ=GrUW09|D$DERbs870T;O;A@84A^v>lbb z${Mh!e6K=nwnnXz26r8*fdr!C7F2;Ia1RLDf_hd(Z`ZFwyU;!{XzSCA&%3O`-)Tr> zVgX8QjnREF<#~_$qe>@F+fOrAyFGBfFnfU~zWRh}a8GL~TR4J`9Q_CSDjx&vA}(l%u$~EV9T&E^>`)4PdYO z$;~WS*HSw!`O3?_pt=vf{~(9|&S84Tn}I#Azmv#5u@#*nM<$N2cz!Ye54QvBE$%SW zE7LswoyU3XC*QWrbP{_?4f!Soc4X$5Yc;-v!W{)FlNE#znEfVp#U@w}k~D1DRv-0c z7N!REdgQ2gS(Py^kNw#xXtx><3hr`&-VuRFSs_F5Kq_4M$~C*To=c2ux&e0)_vcnUaxoLbr(XgCf3*--Bh{Sqn1fU zQN5Xn_XCo2tEf9lm?*9nIlOe3#f?QaN*iqa#0J4oq_TG=GB&T|8vy)!fr!+YQYH^i zZ}#~4V2J-(U1Uyp7$So6=v+wZ0JMVlEF)&WCT#v#7d_wD!WDuQ1G)ti0BH(*S75pZ zp)07n2A(bGwV`j`qvF%Lku0=d8lb4}ufjy3X?YT8H(m;=n56 zz)DJWuk?Hwdvsl??MEG~Aq%5q;1nE=h$Ech6m!fm#T47#HvWcB?UHKT$$s_cG5vsz;8pQ_%$ zu<6xlrdOulR^2;@2X{J14f$pP_MEcaRQ7DQJ!oSON46~stO1K~J5)FF2-;;J(}1ok z?b-Waq&5iAP!{!!8YvJkL^HT+_fi>33QJ&EnI`PxS+%gSG^PHF;Qf95{d|38rD^C(SWnwx-h?qRHnHnC2_9uVyP4nbSLpg|w!GEx z(+WzDhyp+F5AkUAdir6Qw3?oR_k7_t{S6fm)DPHfA9HZ$Jk|_BuO%oMU>XYCt%3or zz;gwjEwC)X@QW30+*3jvby`BZzAoAOS>be{NnKCQkf;GLZ^>i(o7+trEpI#N`_;Jj z62TYx0f}$k!Z^61eC?wS_K1zyV`3F8`ptgMa0ZFw6<%Q}T*BY+@veL9yu5?=(mtG> zkw_7ZR;uNZk~gf4>X9sS^A2j1hnar$z4K0o;bEg`z4uxfwUwHlEz8SpwOf4d{O9=H zKmJ|S{*4>i7h@}#!a}e>`3sxh@PH*yD7sl14?J*zA;-UoNx4*-)>lYHvYPjT_;McfG& zYuLgbu~nmEeUYGJ2rjQ*=F`)k=3m|WuR5A;UhE0n!<`UWmsmpYOhd6(e;>k1C=GDRPfX{dHmj3K4wj%U8VMH}bT{ zqY9Czta*xftJ6RTL7#2&fq?;D-q>Ixw#|@H-u3^aCy@J)&@>;d`?QptuGP3uuQP2~ ztZVAKWm&oDA7gkILU60=78~UatZr2S&nOuUi%bUEWv!vKoAV~6l@c3gH}KASZI*VA z(dqHu$#~i0vxEOgDG7CG5n^x9o>A!A0r*~`)9Dy#+6WI7{PZ|ZP&cMTi@6sSjmUPc93e`cbV|{<9PD{^`XDO8FO&QR2CVlUnQa_ zIVDbTg8l600vEU{uTrbl@RmF(lNIXE_TgUp5Dmy~_kyMs(C1$~n^pEkcROFZlwqW{ zTTR;_uM+8Q6-)Js@a@vjX4BF3_xHEj5CDAQfBgiP{7V>Jssg;>7>znek-%d1nbdF8 zsa>g2zpqZ)K6%P}wgILX+~dqLoq%~j&;;kLSgjSn>u??~n?770mN#vkAHPI;{lxX&o1}mQDxCjQ-pxM;<u58q zDYyID43B;1F&_KS+m@N#qN$SV_X*gMnd9R&06nj)RpryB{ubTlfSFPO?SppG09n+i zT>|cL+N-$nmIT1#mJQ=ZUE-$6v*W}UF&$O{Z5?y~@T9uL=XlrKWqQf$kE74Fd1r4g zFK=wH?&o-JGnN^lm9?6#UM4f;5(V%Rp2w2sanUeXvu)NgHkoYR_G+QZ%-{@GxdH9* zYigj8f-}z7UJ2D(#mxZoPLpb}n!iv#tjIg|Wahg|j807O?2}LCj~-E(%#_L4-jTC7 zBGbKBkZ(19J2m;RbosmW!#pakV+sx4Wg6a_wvGOcp*`-7es}II(e*-wiX~XH1Z79y zSc1?I*pasA({}X(^Z1ypm{@g zxN(hlUdH>2O^nf1+~dk3V-KnJS)8K7h%v%RPO`)jQ%tetZxL*&{Nj}tD~QQ=VR>nb zOuABPhYO;=aGA@P zWwTKaDQ=ZHek&@#+-Fj|RHJsOMzvB+z}?UJ=l~B2bYn|c4C3*)odSEdKaN&vyB@LP zt}jE@Qln2VwLi26Y`rYDfM)HXx^*VGKN^B7))lUpR~QXOTkea=sYyQZYoAbQe@#^Z z+#E2~x8KCtXDL=L8c0uK`X*sDQfx!CJu1w|81> zz&0B=9tQ}l1;RtuC>@V1G6$4J#w?ojm_3~06b1&9OtKg*sw^@$>Qug4q5fhYrS*Gg zSY($gSf0%!Iq$3SgL`P{ue4;woHa4-6_gLexn0dNm5+IsEP z^|(KdJZR60R2CR*JiT8ZNB>WrMJ9VsPo~mJb=Ltt61D!I@CW>p?SGQHypvOt{Pkb| z>zG|8GL#suN|9{#nCjbYHtr3U5_M!uYHkUyW`h#r`;}ctunGE2{r=? z;|0n;Tc&td5&Mwc0QM*c`#y6YM>)zVPBFp=9v+vX&rNQofIYrx1#688r?DNzU-T&t zmKpo`F%Ez9Fs*iYUVkUCS7480{^j|2rpYU)T-E(`!g@9yd+sqldEeWXncd>S?LB~d z8|Zi=Y%xvKZ8v_4?(A||gBG>vT5^#wyVXV6U-J3sANy&fFI8ho@l85&QHr}S&Rzsl zRcg9;^EE@(0!7JT9_5M0m zmzA{sEF6)f7ZXA>Dx+4^Lr$<6sOxB}SfI2mfYyq8}{y)>-4%U;3wNf%My1U1H zbbOpJRv+WpWdJ={_KYPaJ^#k>5M!LqlTB=?&7+-4-wBh(aX5x|c^y-l=>?5eE}LGi z3EJa+Q)QPSgzAWmyXv!J3N}nZ(J`KYLy)&AQU=c^*AIJq!&ECDWRmoaD1lewHV`@dVDOqu%bt*X=m%FErlD60KGM zM#-Q$Q&m3qqjg-vO)2eO=HuX`;9VfFu&}X{VOda*$J>j@s#iMAv()IIu1`yc_w2BC zJeOLQj1rVQ1jpSGv< z?|=2*GjVKps7m6&bnk`B7q~Ec0U-nzu3S*?FG(6_`uK-G-f~jUi}M(or#)v?Qsr`w z!~1NTpBNnE%FYhYt*2XaY^Ct;GdR6djjq84K&(z zaRW=imJ%+^KC>Cxcj1t|WUj~`(D-H_Bqb8F-^4xcvi0??rtuOWl|TTe$98XFcWh#U zKuX1{F}P>|p5fkfndXU4zET6vXqeE(*Y|&xFNLPgcM9*>t$0Yfe6oI+$K-VkX<#^N z|D}Lk-^LNJ>(Cyn?eTB*v`gV)70ZAP1Bw<{uCmRTQ4a2~XehgkDJUW-R6};^Ql0l& z>Q{-xC>prOH9va{B%$_81CWB%fSnh12v&nMwChi??KVmjTVLP89RZMH_`r3&VYAH=MWq$aKoyDY%(}a?|xf z*aEZ1#9wXp-M(H}&z7B^Ju^E+BpXTv$nE}V)x%G8c zz2?fCtVAtc-i)eW>a zlMg!Y7|8x+yK`5j&2;ickJi0#szB-f64H}YC#$K(=5#2PQoUj6G>(psvvT=z6M*Yb zo?ZMr+l)TE6TZw--Sd?DxO=yV$2k-_{Ce#WpOs6@NiV5{Dy-=3N}lQ-0JeI76G1d? z09X+8SyYECtj&N;pk%5BmxLp*90l&Opc-SUTLK}VI9F%mriZDi?nc4D8FSPFV+`r> z!$b7iKglE`)Ho8!_H)|=YeD+l$lEw=o^Ce(d{ZgwX9~EdT%5xWW}k^wvgoyXImt;J z9A4oS7Q;oniida8Qx=)$dnl~jg^Vf+X5Z5_1AHg&o`&aiSst+KWeVDdhT!a3EA_CL znnOly&jWV7J5OzI2ko)iUa!~b>+4gB?x#P+rHxCNeJ1vZ-GKHeEpMU_OR0`8?EzAT zlJSG%Jo3Ir_^1E-KczNRqh3)JRCTqzp843=sg_f-@NQw@M-{7L7>~Q--&X2*Je~G? zvNLwm=eOJcT1KAoE*j@g4De68PxHb02N?}UnY^Hs_UWZ*jIx3BC5B^Q*ar51t@5^a z8!5G2ulFQFHQf*I|M1?IHwvqMtxowpWyphy?K|~Df5=n!+cd0aSGOg&S<=YyvRF658?9h`XHYTmzWFd7}Ch!R`DB`FamZv0`>r;rOKo! zsh)7LU#?)9f=vOAEifH{?FbClKo$&wf}!j(0=f^{%x{Ls-UucN0{f7i0J{zwDT@qR zzaiLpUQ^oR6>P=FEsjfn(Z^r*Dc@hl9d~h$x|sb+UF>qZI4MqYkb}I&Yh0Jtsnu)v zt3K5!Ws$LGKAKFtvHRkgH}F3d)8)XsNJ;l;XO}f z*MIx^`tW_fsRFA0jiJ3(tFg1Q!|(s6-{+ZY&tMPR*oW){))PBp+(=lwih-fFy7({J^kWO+4vOuWsqzq;>z)|{pCy$YXt{8LP?PGfePYFrb7m7rlKkE}9D zdmd5i*)ougedWW6;)&d2tdp<~{*!~)2UW@%qo``WnyyLFE;48gCcxfDADe9QA}=z_ zEQ@lH?LYy0oZ>77_P7N$f1%-HKlr|b9Qw6Gxs4{h(YBaQhR5^Vn%`=8+gpU$Vnf zkvSgXeGSd~IXNzJ>@tvl361~X^wvZx&)ZyiksO;*{~=s{)jz~%Hy8L$u&r|SJEYP+ z3Nu>HD0`C(WK-+InBaFA)CHIZYyplTFl|A>78s5IR}d6cE2?z^oPvOv8bUZqWsm&w zgw4>N3nCKyHJ|#Gdcz(NKhVhZcuC}JU~j>r@^Xd3=>mm`0`8cLHKg9o7Yjv>iDR7L z1S_m?iA%~Nv!&)+d9gzH(l~Z?2t?ztOiBgpX@J*%(+krc*!AvwU{}x{cZb9kQqP`k zPXE|6mkz)^`^~EBx-CWr_j`Lqii z-m}myXs)oTf1fTq&FsIPWoC0GNfRDlmqI&KnHJ-gQoAw<3!=k0uJ?4@KF*2K>j3xC zkCc>(>>60El>+t?oS>Ip)>-Fyp63czSd@!Yf{Ieu;~eZ8Q4aQ4VP9ypbb9dp2RZb~ zH!rYf=X>ePms+ardYD}%!CDYcAaA0bm9;33q2r5JzNjoSeQ#T4TE&BvOln9i-tsDY zPMO(nCaRf~>b2y|`b^Fr-}p%BT6s{Wm&Z4=OjeO5ut&Qw#^20%{kF{`!^5n49?z_< zvXWz;`Tnk`83=L{2x5_}8NqO<-R{{W1gZ$$uaP@Hv~aG0nVXl9G=z#Qi%x zeBNK?R^X{)z!8n?F(IjJPI1O39pHnaL9NHc@Fj)>M}TDsWCHF6p=;n31T|AFt=nhf z8>E1pkS1u4>%SzwsLIjXU)Snv#UK%_XA{7uHiims-eddOZR`={Yj;jK*!z{r=#(4| z8V5PU8S2!TVv3bu1%KPeoAao=Qla*IH}0(uqQE)(##$x-5Ahok*?M7GMjEVJ1AE-B zHs%LDQ0(XpTqoe(u0f?dVAr9&QmHUiox&Qn8ku4Q4Ru}HWWpBUfvn3^7OU}*aem{G z2DAg5Idg_5zVQUr=_=m+9Ch(CfhP~p2XIeyfPuUVqRhK1B;knGn1V8`ZK0A5Vf4$9YK4X9yqqiL1Lr)Q16F! zJ=WTVW%sMbMha$uA!CR!#yHM#dgx)5RldV_c#YRsl1o(l3VzKe*oi8fuKUUovy`^O zl=@5To7l&pzw^ccJG6)Ly#hO^^pBlDJE)V!=r#zqv^-m{6V@SLC4Bsa$N9Yv{$5AR z^_MY{)Q}pyzbRDqU0}ZH80~Ob+~Y3w**eJRB4fxzb$@vD;hc&503w34nDd%IK2Leo z?Gw?sp%Ag#p!HXSz<%52r}pn>#q;>)>MASs`Wv>2=TC1bB_*nqDqNAu=n!9&V~fnd zO~JdLcas12&kI(EcRzNTKwKNX7n_VVVBwx}Rdd_>Ol9BEKs{A?G9*c1<}dgSFJ_?D z>1RIJdEJNO6B8Uhb&BQ7mlK;z0`N3Hgr$y^>_eTVw#&HEu%@~<*1rMoKyJm<6!h=1 z4l?gogZYEf<$tLj;Pc)R&lk24focFpTC(9k&H{W80eqCU&l|BYZ+I96>;RT2z!q4x z`jxK0FBsHqK^-U@c37UNVIQ;`3T!|#wCffbB*8|Y(#E!0=~w_r9)!}v;s z6wVYVoGjoRP>nCzC7U60h&#EH0tH^+1#X46sO{A77CowyRd!z3!MgAh8nEk1djr^G zd9z`YX)H`9^;PosTr;pY%0dPQ1%rbkXIic2wHL*`ySuwdWsiYfhxTf<%G}Nzui39* z7R*$;8p%AP3#d_2Il(2e;cX9Ld}N$|_c#At({i6ZdzN55pn9Q-x8o7G0R~0_@3D71 zhW1!(j{!OEk2A_-TVBm}=Y3lJH}AI{+-ISEH-K*(8TpEQ0_cr`#;?%qGD0-20BVJhpxoularvG+ScD>Bn zXEjuJNm5bui&ww+13yMW*=Q*V37N^yE#{1 z=2pQ&I0D0N0r0U}?gJk9roaOXA=n8erT}3HTuXo>2wmlK_Z&gp0MikeOFp%k8t%B; zP}+lx(oW+y+z6>$s1R<3X)w<|(TMc%6+bLl`z)+}i?u&n!zifAsD<$Y_F>hGyIC^n zwR<_sS%w+rRbJ()yh^23!C&*KPFLA^euwb66Ihi2lr=?%^(?^03kB&L=5BRTa!wfH zb;<+w2DHEb{dRKAYInWR=b!bn>q>jJI|lbWr9Jkw$KLk2>YP$)W2HS>9Vt~sV{@OW z;4e-~9YW}biPHY>{#G-zgHqg2A3x39EkXaIaBI09}XnfB*}t@%ARl=bi=b zR`A{l>}PYr=c({}1$G_OTXm;GWV&+z9+Omi9r0xBBX*Mh(d=s2D1{R}bonw7cE-#x zP84q6CIevo0>6-Km{nGpWRmM#PXT+l9VWn@G@2A!Vir`RNuwVhrTcjITMpRc{#!5K z>P&5q{@yj*#eusHFmh&ui=Vrw;C&B@dt0E$8T7>~U*uHZskbdNEn?Ig<(PM@IW^>M z0D4~8ZP{XWo6hYnp9FWzWoNC?c#1FuGaECUf9*UEAN#?<`{=|3FPuN$U_uSly|+gz~wu0W{_Pbofz|ug&3+M zXtxH`gPhfGQ5cV4J#H*3g7g^Pn-urB;$&22lnv~IHnrJW0{1`jfxTrK0{Aa4K7k*G z1cuSr*VzX)8v9n?ub~hW4THml0^OE{Ap|R)mr~!8OfgxTjJC<*>8YL^>rBq3&FjzF zw)8T91JdDd)(|TdAn6MISf+}S^_MAbOb@1 zUB-k^f^*!VHdDi2@Ui#X4K*;J0qvpz@0C{-v}2Ii>T+L0=n+A@xzD6@Uy1E!wyC^Q zp?qJN!bAb*sH2X#vPs!3b5fk-ILEolRi>F{v%ZPH;ZvWjQ+c66?b$NUjrXFm$fy}K ztL<@FW6w11k)1qlrJ=g{Bx+XOr3^WJ+Gb#&vx@4Ss_nW}rn|cv&+`bwu%$gFw#aO3 zZ17s?wZuCuT!C}YN!ri|cT~NZ)Wf$g!H3`fTfd*O#^lABi8IVj&QiZt#~<}oV{#aH zco?ev>*O~N+~bDGLc&yIO?khabnm9H@20e80bcFx*5IxW&m1z1(19JTJ1Td_+yuzu z`UGJ;#2T;~Z(}uYyRaI^R_t&8Q1|Pz$pBdM%(K7(E3B}{BJ1ILLt)=mmY4+CGZ|t^ z10_a(Zj{3hAJ*2hy$$A#0QOGDX|*g{^IOb+w|#}w>|&q#iBoj%?*^3ee)01cTaKHW z%r5GBt6?+iGd%v%Y~rK zxjeFh*a%Ahc9Vs?rt&j=(PpJWJq9u!n4dm4N#7I@X{{4H?6@Zj%9&(!CX?xHks+ zROGypF#AkO|37|tmaKS*qnY>KOkR$iyqR|<(PC4w9NY3DIhLhJlt=;u#04P1 z1t9ibYPt9QahJMPUDe$nL5h_1!zt9hblqFGzWdep`~BYE3h%gw+5c}AEjwC}+mS=2 zKLfj0fc9)_7F*~RT#8FEk9q9FKFs>F@RxnK6E4bclu>!P71n_dKt08xsM6T>C~%Jh z`TCYxT8V%i;8?SUV0hSyuj*S8l6g@{bX1ns6orc^3nl#HS>P(d!6 z0~|rd@Txcut1_?>(^5Ru)(mzJ;*n20(h#%*f^~oT<)`7D@({290gXn6F(bstJEy_5 z1E)qV6KBZlf$~OxeKlEjb?s@uJzl1!)i|w+h1xP(Gstew!aLys9B|)uMJQAmu)r!< zTH8(?`JM=fsCqKv`1btSvF!k0Kac0(au*)+LM> z?d>3hgaE!OBrGQ@6`Yh{UI9UMzNx&26KezEkXjI+U1vyDAWdaRm2CSjOmtz#QZCYA z>2VzV!Tw&n^uN#P{nXdX8jIB>yGKM4s*%NT1E?F*nrS!3$|2PR?0$3%AAm1D1=AJ^ zf7!?I=3(sUZ=85Z*~pO*Jn{V}(0X+%f^{7JmzT6$CLjb>to-9&Q~Gi_IFurg>jFZM zp%h(?gE`OBfFElA1P9f`d2>0^Io!0zSb=jrjTnFjFlD(Qw$Qq(PvpU30PgZg{B3UW zFr1%5;8ld56p>LH83i0$0C<+6@Us-mlIwFsI}!V*eb_xRuDijw0}v5hmSYZ}@<*#} z06sy%z7heve7IWQ*9xn{!qmT?g4JOmdr4L#S=u0zEVVjVN7vypTm}HxgFQIGPQWd> z@Qw>-)a9QngS@d5wAzg@W;+MxqSunfwnv$EBuqChwItR(9{zFX&Rh*BuNP{v8OA*c zxO<)#0q#kleJV4B>8q!a?Z|>xLtxHbF0#(gi+aSXk{qZq?7CtXcD;XBQ=nb{hCm#H zvk;W0fp@juhp!{es02z$pt~L*Pn%y2ExRb;=2>kUJ4uChMXNJx_)1QGq z9NB@aa7fKd-=|#YtWGTo7BKBAG(ZQiEqiwQb^x$vOS55G^NI}XI2UEu{SzWe46z8j zlb-f=UL0FQ`{4Ocpw#R(&0I^}C^89`Ug#}g=&qrf<8AuDChUJ|e{}bivg-|4cL4a} z8(+i|x4g%?r&+%j3k`V&Ao-lJ?9J@o>^2ar7!J!B$-HsO@uj!EgfHy;Lh??lZ2iR| z0>;2B!CVEL3-v`3`>qBPz?)+r1a*kui0B}b<_IYb zAp-DIhl00rD}cNCE_B~^g*-+sPkaXx1E|K@m%=RtSnU=j{$K*cCTO{| z1-ZeT$O_qR!EUk9<#gc^T!MDA<4wGYBm4*|l?wc6AC>(Tlzv(QJK7Gr)B%nFgqVPx zLx6Sp*#U7D9tdBC2DV5j$7mbN6UNDm`_7#Xy1N0!!p==Rw?m^OO!cHPYETTjlF68$ zy<9G%R4QR{aS?|uKZNqSGDuYbMDBC&GDol&z@HUzWmaL}6^@~vp{7~(8e(aku4jWq@-9-c_WTxQr$ZfXCOx0sq+mc6E(u%hYsatcVY@-ZX-l@hV5cXPXB? zzGSbl!w|uSQ>y8wzyl8EF>JHX9<&31?H%{P%1nRa4d#Q0e%(LmgIENG>kF`ZY|MXi zUi3Bq?ECUQT>tp>^7qs}R2MSK4hV)L9Lx9J0$aP*a*zQTDSobpm#5`8FRshmh1pb>ne%dm5{7hd4?jaY!d>EFL z5Q4GAF^nyYopCzlmD=WF5pyzArear_F|J|VP1!^ov>PB-0q`2&u3ofqe|bY9;GG!L z8~~N9J|hHFvh+e~6n(&Y9S6ORa8`TWTEdB*08ZY~+IAfR%wXG@%XIk1pP%T&u)(&+ zJ1mes6Zxy!*b(up)c=&-7y z`K+-8A?8t3%R&wj$lWcEi_h(r_{zg=k)_dIXTv&WAy^1ROlb+Gc!|S5?ni!HDtJe2 zduMmr@TNRW{f8+KhoJT9RNE}T)_Nf(6= zX5dcEf}iY^hLIfm&=r-6!iW_gu^Ei?FY;)`4`7l2im0PG(>L%q9!59FW%us-sop zcI3h=sd?jztS!IF$_}}bIDIgG_WE`Juqy{DqBpn9ghXbJX$?Cpps-T_c4hf%^E$)c z!uSFf#um^%*dF_x7cO8o=MyC|buPWoTfoLEH>R%N@!$@;^3_+GJKk9U`Q1l$<3oM# z#dc4!e!u^WSobrQ#l+^%HOn49ht+9?z+D<4LhC+w*?E%76pNS{AJ`$Fz*7w}fp!d2 z5}D!YEPno2SMApZW4QJC48He4=`2g?v}rN&FcGkGq|0Q?Xfh_N9+SstrdioaRJtN-m3+&v{&QYu3Y*4?2Lo&@w7 zw3}?Z0`L$3|1_njGNwaADlpC@_#(3G0O)X#`j#4X$GpX9#^Ym?WjE(J#}swLx}k_< zS#fih!U1OcvZx%W zAXmtVdr)Gij)qy4qrW8`yeqRhELdwTO#kO;kW37;OI9(T%cGC^JY6($;!OJ( z>>9+b8+T#X)w}AJUn9HZl1oI}P?gU<<6t!WHW{xUamHN%cQd|wJ)j;3qR(L&UmPASN>1AC~#*k6J$u0VH??oZJE_!+-dps zGD`nkLg}AND8E)l>5UTn86Slk3+UX{sU2X{VE5R_UzgVh*!$(Zk@#&OfF!Op;Vie9r^b>Ok0=z~Ru_s>&qsU}wB#R-q0L5m8)Ls9SkFe_sqv>-4 zU@8n_N;pP6#MYb9U()6yW5d~0gLJi@9}Xtdu7JDxB>&*e%|(;>o&V!^@caMp`zYL8 zK+BaaaC#l&Tl3gRHewpn@P4fTm$909!2r0N!($AdT<QGi`B?X$D9 z*nj1IELlq;y!LSq?ok)+r0^5)PI$O)_&z*x&m(6I+Ldu8H1is`v#7Mimw&GOtIEGh z%AZ=VwpIJ7jI8EZ9ow8%(P_+xGtDsgbs70sU60rMq-hi2r*csK6t zySL#r{j6Cc>kiaBm<{DDNn}pK{Hn3+Y0J{i0l~Oi9kr}G06aJO90o5v_pJNYp`l2o z%p}mRnRh~jT0kzhWaJPE8D+!(=K-KuRL#Q50ZDATF-?rIV%^QYub$>1I}bU}0sM9D zxMtdQhEyZj5@!+|ONq?jAsfHQd&3S2j7|!|uMmm}Pf!BL1J_QcfiMmH%;^M8y8`eL zpdM%16=<)DPRP*OAq@95mdX6ipZ^Yy^c+Fq#sXTdYC&dG2D$bedTB2_c$f$#;C>_v z@>LtoI15>Kh_4?m6U%DkG3GpD02MdhAq4G?g9Xn6WPQ?gBQ~vWp^8{T0G(|$t=ZML zpNDTAbDY#snBr9&w_RA&ih^~boANamdo89K5>WH==m0{@gB=`g}Z z2na0kPNOX{bmw>#<+sY>i;(flYFKu86BI~M`gYnb&N27*B366rHLb{9o%9iRl4yx5^qC{qXejaZY z-^9E>4>l#kZ7&313k=%}+cC6Z2>0K6{~60-QjLiYqyp{$zzEZ~IL>4%fNa5v=-k7@ zrL*Pr*mDL}bDlJ2y&k(BnT`SQxGbjbyq;`~H$ebT^!&=7I3a8+-I$_#sheVU;$QK~13U>O#V;waTnfUKzoD0UC z8RePutS94;D1eUx_B4IF5iuqew5#xP^0x#_0UrJMqYcabcR%;LnCPBBVW(i)GaEB- zIvjLc-5?;CWRoZ@m*5@uuzZt^%z+9VLIhBU0PX~U%b32kW(SK<3MkMnK|BDoTNWxo zfGT5J>mI2Ga+(7=WF$cd;>}x|W;I1%>}P^@#<|e9TSone{SZP3NGpNWZh@6psDmeB zJ5EH|S#3hI&XySb(>`cHI77omsB@Q};JGCt)mWW^b@!)5q&GP7*!ubHd{jn+Gb*oe&^(QH zGUZJpy$c|{v*0H?KnRtxm1uMsQ|BHohn}xjQehhz?cpl$-r31<_0<^!K>$i=s!XPy z)zi1ffqOQag>BoYR4O$|mKGKkaHM(!$8*OK91(y$SO{=m@jeU<4Pn>&SBG6sv;^P| z0L)^MTO0@3ijh}RnYa^c8USzfXP&FkbkZ2856Dd*p9`!zq>8 zqJF8|9<0JJzy`3*Sv}xxb^TJ;zpE?JP!}5;XbXiq>4KLys;8^Sc4yHs*wNHU8v*iW z0ed`}O}%-wZ0uWOIDPPR)1VyyE`RWHWDD7*w{P3nhGVZDOS2#4%ErB^^IyKdaM%f5O)>f0doCp2lGN;CXXW z-TU&(uq7}f0BlNOOJ`830Gm0$0OWFPE&~!6asWtJua=gNJSW@#LmZ9>b#!x@zz_#~WAqnCNG5d=UZU8mOB( zc4J6#NKFLoW{mbYU^n7HbC-ixxQJr06kvO9JAVD&C4F8_Ern=Ghar^?V6+ms?lDds${ zcD+#-RGI2AAr0Tnk@^q=`6ggDffBS;001BWNkl=@X=F0iGHzSBbQ9v#AErZ_3l-8;4&lO2L^5c2_c?zGX_8J4RlJ8a~58qbK@jGSie z+O@E4J0g);US1ZUy>tY72lv7|?qPro;9p$+FYs&E{2F#$xw6oXXJRk@;6=>0&ZGU# zb{(=*TLS(_W6KqgPx@Jpz%>Hw%~Ft0~WL_m2Xc0F-f(n}zI?396KD1zAlcCRgl zZd+$ewHy&)&5Y9cQTowU1@6&UWbtRcUJFNn!VLw?KP_1Ix4!fi+6UX~g7?*6*_&b1 z)3#YWu_&U*tN^q(E0Hm+ePcV?Hnd@JYEfN4eM~3CIkT?2;{WIxn|k}2-cMv z;~>V22gX>L26XC0E9Ed8A=9p=IZz{^Fdba=@ucmc%lO;;DLDBk+nyS?y~^;wfv!-) zp7w=7fq9kfFzo{39Y^y;WMGt3wq40(Oo>cFxJT}WAf8p3mdLOLhDUzok-BC5$-np{ zCe}_Me{CKuSG2%c@4#-e(dx7U0A?@)cfo}><6-%qma$>~2K?bYe~2CZJ1}|R08WjM zYX?=;QFE0v2I-8u9!v0^p%ku^Jy7+$D2ClAZ!V8#I;S>z6V<%iO~7u>b6%5F$pqpi zI0q34T)bnRV8=~%o&h9~Uv@aOWG2W5I+~H{5Ku~iEVQGl)n>uzb-+8g2r#iEf=zH1 zmCA6=!|UM$w1Z;dxdm7Sk!&e8^>(>3?-z|clYKQ*hVB9DnZHqGRq1Ag(!jr`%GFM$? zp{aQMy-iSG`%c3VNi-Yx=c_f4L2%~O{<8@TG zu?>t6@to2E1#P3k4@x?vQb*jQAP7YJS`ou)%47h=xTjuW!eAI}6}ld8!UF&-99Y1X z4<$=xR*PkCG@r)0FP>P$*b8HDOSS3G)2z^2K>rQ>D`MM~wQX#}v7a7m%&ylEMak@X zJ*Iwa{yo+`$+~zKzLWh@11&pGSf+0%p9 zUwR44v$I0SEbFmi+0C)ZsG7{H$-Fo7aZ0hO=Co$n6}xIaO9l&Tk}N9u6XzUHWRGHB zcSV4gPWc(sbW8=p=nqQ)1}7Zc_j&K+wdE=|3+##fAUM8#6-^o^4I0jdU-3Hbq<_12bpXJ z1O&_eGTb>A{wW{JFE3;L>+A8*&WEt0PeiBLIy{W;JoS{8%a~tW6u^$awiu&smS?Bq zV8-)m$~V4U;xtxB5yoA|beGX)Xin&1RTj($c$5I2 z<|zCb!MbyZs4^sLFz!akNkYZGG$Z^m%2grGQK5B^bsqrZ6QEECnavF1zriJyZ`=QF^T;oKZK4uPs0_U^hV#X>~!?EP|bE z0WaB+jiT&(Et{S^Bs;MxXV{JohAXbH!k?c4yc-Qk8g`RmH;2y7P7p#+E|)daJ~uaq z!NEZkZ!Y5Dn;*vY1J|Rc(1Y`BFMjVu9ApPkxUQhXh$fo;IFk&x(-`x5(PYw?b@TX< z=@if%U$!E!9s~Y*d*jPc^yQE|*xfd~qaK{Kj&M+Iqp(^m*p3YXg1`+#q{jIGcldYU zuH0Q|MRG=Fb$!B+$~417$KI-TkF6y$mD3d=nHdUM_tgUIE0M({$z=Ba!`|8`G7aqV z2QObS+pa9zmc{hwG~A_FM?8L;kS3uEZccCUE9i@`csC+6r}=%l(5 zz#f}lH3!r>)%{FCySdyyRhx-(wmN%WSa*(4E~5ZBB}Dk*DP41dR7S;B2NHlgAp(%4 zuwh9{6WZm(_E?3BRKp&!jDOp9SZI5@ZP*>QVBHnlsp9fhM4V-|#PI&_+4!i{t0gif zaQ9==KIhnTg@>bCSrnwlhggV56SpX)OyQNph%#wxdrZ@=z8L6ENb4XTz4uY{wATWP zk;5bSE3$)GWVU2rcL}DwwY3%fv>!zjaU9372YWE>PYcj~%0p$Og7T|n zR1Z{<*(eEBn=r|Ui1j}I zR4AG080h8(i z80=`?QFUx#3}4>+W!$=OD+cd=_sVQ;uilRDWWH0oq8^}*t-DZJ_Q*O8WVU4BPRN8z z1iFD4TNuOc$=&B1yx+WQ7hZn$S%}LSRdYjL%r8ERYFzd?Qx3a#+;; zRrB5$@)-To4VjD@D5;I#P5=2WPEFN@eG41T27G_7Nchyi30g(!B)d!8hRk{iR^j1u2oC+EF$3-9;5kN{NLh z5a(qm6gY}S3!dk}vMk+6G#yh{DwR>cDNXYp1OYlaI&=ugQmKT_&Q5&%;~&Syjp_Mc z&bP5D(_iTbM7C|hNQlQISSOJ8hla8kQzoM(7qU8Fh7U~ zu6>}UJU{n8K8M{CyU}uG3-XudMYNGM0?n4NHowdPPM{+X)E~YJUAy%p(3Ltl-A9P0(QuzrC&-s<~wP;%EK>s z5{z@gH8_tv6e?#0RSC{Q(5|=Fn@69bl}cXf0r48lm;}_p6PKsH)8p&SdaCMe+6$Nn zxfyYY?g%>&VblXJ5bbP>uBc9ow7Bka#g#Q>=TuT{sh#J!x5;>R$IbtM{1Hxo)f75@F{SAJ%?NtEMU&Bl@I}88NAxIj1wJ!a7s1OR_nC&oD03UWK!G-7dIU5LXea3*-^{5$3eTt z7?=XpNCpb^SfC`PJ)&`B>Bx1AOpf5OZ#;&>*~2K@ zQb2Av2WNvL>Q}1;D-(itw#48a_ptP%C2ZKY0S|xh;ifXK{>hV1;y-@!lQ{YI+aXpU z1fW#>e8y^kyP8(nb!|DlrKJT&%H>qhUeh70V>R#d*cTnsF_lrSfv>g%hCRB#7!%Ri zW@RQMrwYJBW<{P0L{?1)@TdJ~N_C5X5~_9YAPDvET!MK=0CfNn;7+q5Y#pUkJ004v zkw+d2Simfw#iF+eZ_$H$%td9N0PXHU7tRJp$7*jBsUz`gk(yTQd*?E&4;(@;+Kphm z3xEmUYe99`ZYr>@#sRvz7}l+`kjXH(t_91oG~;f9_hwo5WZ-leHP zJvN;P)|0L!@{q@d1S7Wmij|?TEgKnRP(cOEW1@YnuvJaEWSZ6eiSB<_b3rMUI@O5y zG-t1|QQ2Ps0G#^qDXhJAEpj~~9rKxL+3T%q2DG0(c)HjSK2(_SPT$tmOTeB@B1|XKdG#_Jbu#qnZ-c5c14KEWK^-7A|57kuF$s| zkzdr{taU`J^)4HBkBwjyF3!okz_@b3bw>Fcvp_9Y?+A=l90zY>!o7YmD8%J zt(OlS$%M|UG)H0OEDhQ%Sg>KkfrBiv@Zn<)b69ql;VpV1BkG$XBdP-JR-2XZ(1kZm ze+}X(%S^eK8nPbf`UTK+^C0cZ;7%EwxnSi0oV(z>3dX8ntOCv}u(q8B+82Pf1(1!W zfQ}io7BcA0wZd_hYve3(uwBp5G$|8meDHl=Csy)2Pdlal#&7%vKJ=jvp`)X@(AekO zPMtc1m-fGewwv0J*_x?Kk^+dnTO_!RcV-ehW@gzZEK|p>kyIJeHDEe^T`BM2W|;TH zZDYrbbRd!%9Z1|;u+c(WkU<6|l;AJ<2<8LyFZbhPxsTyom<{zgy@55u%-d^h6mBYD z=?6kj{?-@Y!VQ0ML*rwwfJINLTuIB8PAp++&s4*6n^ss?z{V@iUW*pLp7ssx7`}fP zul$$#diT_IDGa-wHOgl9ru zGw0H7uilRDINymbjMe*hoMmsYZ@mV{Jhs(lfwt2K>rObq*wPrjy#LF1{MyIsU&C42 zO}lpCrDvbT^!T{Wis>n~T}oFd7uhjQxr}B-M<7>qmTSPB9htyFNd zQc*v>VUcmpG1cPf&z>YJ0g~!eaOk+_tis@*^3gFa_B-u)c;VD3v^x&2Y->Zowrd!7 zPyT+7F&x_vfcOoF5FTDvA^L9&@qugC%Sn-H1o-Um0izfPvv*{Oc#5 z#AiSGNt~3j87}28oDe-|=U++@Kx9y55aC1Bus)l`RJB^u)J6CW7Sy*73Zr~4&b?AC~Nf5#nA>+IX8A&MMd zj;uEEvIn5coDhOpcNQO5^MP|7NoY&4h#x-l3@l1D%dRd(I}sX#0#wa7iYYSz7UvvC zD;2z5D&dqHKKBs@))?YWuDdtP!|4|6sMT(Tv9k@fT`|?=*UQ+nk6@jh)r@R82yn1m zMkxq{o}W@Jlkqr*%NQm$26*iQUi}DnMsz!qRgbXiYTD4T$Mx*+keC&fRU~Mi_pv>@ z9iREd&j0{Mr$+I__nyF!&Le2ON`wc@Y|g-Hvjk{&WQWNWUmSvk0Pci~rSC0a~$X!%@}gQ*67Gs1TcI=TBIuVdJfw2;J!PIy!bb_eJ^@RhPh1X0xh^`-SQ4CUN1@69H#2O&hT?%x-B_q~6yS0rYNf%nza zvB#Hvgws$PLJncO4Q*Au! z=DX2ucWYVqi-u*dGo9p(Zxt*!8=Qz_My>zK$XD>G;ZI?(?c7BZ+FC4P-QXZ*-hNv| zk&(`au4LRbfS1g>jw%vQxP$cf0p%Qw5R`o%f2Q; z{a^{3r#9o!kDeW9SN11QK8f!>{WSjW@yA2(Y&fAZ04xX)P%6G^$g#@Ms|KG(BNOQk zA?JxrYucl%ItIE(Bv_Av`g#w(xpVA9vV7HhgSJv|n}Zz@At0^1$RWUbnPA{&eBp4~ zWx+o!k{<<&0a%G4)0ctWZ6jz4L`N$xIt09hYll|tgi0lgY9x!&bv=OaTR7>X{6-ne zuPlS+sQ~RV6Iwmzz9h%gdJ>t$gkiECGgow2a(y|F9EoONGYc>Ari&p6x)21ND3=-L z=PyGx`!*=0$Ykb`$t)t1S%76(HRPiy1!0U~>(;I4>+8eTty>WU0dBkPw)8T;z-`~Y zeZpB;etl8;b^uYvor^l6S$7hh2I`Y5D`LWtQm@kHYfn~t?zHpOd7mcAW>hu6_te)0&GaqpV3V@2quDxVeD2|2YQ$*!vfIal;pHkcUVI;VT8` zNz0DCacsq){cJ)%HUrpA8@_)Sul%1Wl9{sv>`fihT&CV?mT*{kw_AVEFTlHWRK1{C z_V~IaCZU1TjkCdlf5MM44+I!n9>Z5gzkICzv~x9wRM{ye@p{!L^CGRR+_N2V_Wr`Hh)e6k{DxRT*0iH$$)qr9h# z#qTcSp_?AUgTMOVit0ooyX}DoFfcrfuRZn{j*pEYD?z)X98w7pQUwXneM;eQEeY}fG*6Lj%fjxp z5zGYer+s9$WWdS{-h?NdS7!rcwr1e0cSP3IHU?Ut8o-kri2`&5!esr@9aC9fs$*3w z|72N6?rfR}nrqsgIABlGJ~t7Qm|%>1EI63adJ6bt@eR)hUMk;P|mCX zLuY3@2w~vdmxBw&DkzuNvxz(T}1658=0^k8? z=heCvsV1>!WhKBq35+*5U)|&Klw;Pb$1(6uKtL-L`HnoQsKR%BEt46*K!XcCJF}Z= z#p+oKn0MAX$nD6Xvaf=Lu?0+iV-j2L+hXk2Jb-U@S;Nqe3D;WaE#R78xh8#|I<`{K z4oJQGeZv^}rV%3YTmbeamiaTj_9owdaDVzmzl-d4?{@s7^N+PF&J>`ZPta~Qf(<}B zxCl2#+l0d#xX~DcV{Ca0V@qQgESx*my{}lrFFyP*9{<#*gk;9hvXdaFt)2$c&ea&u zdS_+~hs$NmxNbC7x52b4;Fb1-nz!_L)(aVTn?wX^v^eMc z*t@iZ{+1SGD22-yrq%_GfxG!)iG!b%5Ri3aw#ULg2D1SMw+!NmA3lMDPqJTYN zU?m1`$`fBbY4lL4?N-d6+KRm2&{ zP?2$+n&WIl5ELa?uY&Um7%L$N7UBCRaNm8m)W3#{%!o~3_lT^}Jdl8$%jcc*P#UPB zCGpxXG>QPKJ$TAVn*`_$S^7rDZLqFxD9D86srA`d?^k^|a4?Hm1YQ7EVd(e!aaVTr zW4D`DpK))tAX4^gyR{Aev=9H3kBM(ipnXV4X3jT)%r2~Yt3E2Ce*r;49Cr{H~Sv52+Xx8wBN zZ|h_`idiQnu13gLMA8TT@F9fhU zEVO^H9lO7^8*R6=A-_2fyVn-k|5_{^tppr`p;uW|X9HCBSFrShCEUICZv4?hf7D#z zpM~`g593dsd=iI8M>YGNQ2?FDoB)Pns%L<9n-F9vMM=ii)^&`Vq3r71ekGMqLkehD zjCsJ09iSiWV{zPt)F`de`$F%LL{*o+#T@bloXbTN>XDc>c zN&vV7>I%TKnla}LjO6dgulei@j%ZAs4KT92$Xjjqu|^fJk{o z7iW5s#zfB1Xj|FP*lTT64^_n{ zQM2J8z<6mK&rdy%!J%`TIroqM>aXzU|MFjAdVE~VVjy+xNv0i23DF66I3bwzeVmdk zI|ZU_J7iTiSk<%`@TR?B4fy7RLI74zq1Z4*R^2bg$3k_IpnU)!S1l5G3yDm zEc9bHV&Gkc9rXZM z26*?lj96rVbzLWnWxAHc0Xss_&XHWsEj~@}Jj=2poanIz08D_P%DxJ8d{liIwGlg# z%vmc^)^~oS6aI{k%82M(u_XpC@W3i81Y;bcQwBsk8XO1~0$sOM;xPm%ASmH?CIOuq zZF?NBGk|6(to0V0HBPjS*J&hE!}W^7GQfHW;%h;>kjUh6L!dM#nf54X-?lA-`|rQJ zVHsR(HZn1SH4m&2Aw2^Fw5u;eCgU!_d<|e%^Ji=Iz&dXdgs)_Mqjze2T?5drrYGkn z;pIFLt*gXvr*m#%x0_~l|4KqsnKQBYG30Tqyaju$jmq8%sxwvOx^w6(b{f0YMuu4_ zXkR?Bh{G=*uDzZ*R_HBY_^#$(LaPbd0TE@UeSJHQy?!h_M^ad-q%w&wYi64S^Cmq6 zrvte;!Hw^~5o@|uCx-onY+bwybHs=+12hNF>of}Qw4OaO&12j9;&Z&NUxpN9e0dxn z=>7n@Gv_wS%;sVdhek)SI5QIhZX@DLq8U*@j#aBzP|l~uI_9hTzJ3J3BKIWx^4S`r@0?rI?IK z`y&`%M*?HLip3v~%Wn=I7m3B-b4;|kk)%i}yrPOI6Nx56!}Zm-tC~D9K~d^7qRT-< zlBU-8wIZ`AgVy)AqU*sfk;%N%0{1xl)56C^y}yV>KrO0cyVD#6_e9u9nx&!x7wNeq z3@l-6fO9>c;5cpf*s!~8IO`oa8y#4!VK~dW=c!e>M4l7oGLXf!uuB8_0LhHI0PTdd zAe-F|&OHs^p)~KE|8c^GbOajI=%hT31TCY~6y-Usc_`5WAtVl@6Rst3<1akrUmiq9q%(;o( zZdx+qUJvj!fluPcae5u(F3q9xRs~1CaRePh9q1@_Bv*!-L)1r~izgQG>epVaIcGg9 z^cI?y$gDPCH;>uAp&gsvw+To8`RF;9#iSlfvF_j)IW+Q)zMRje)s@RM1LD=Vft+$d}7#D~*8l2=fQv`4i8dQ@IQvnA2Z+_+k9_FMI(f$HqV`OFN-* zGeahz<92h1s3McDtCKe=hSbckT9YXgh%oQsUep!<=Nu=po&Z=e$5gc*9GWF$OAOuf zG?i_SXHHdsugn-uw))_bZP!eay1P(W=;00CAu`*WReKF5)dJ_j0%$?*h6vHmdjIb!{ zUVXc&8Sol_Vb%*0TV`CW)nTDJi;%3If7(Y^$x_nLD3hB2*nKWSK~4>DoG4X+eL!}*%o9Ok7h;TS z9Qx!n)FfI`SyD|+yL2So{AZi7@v4pJKnITFxIUGNE~1a60DDDf*{kDKlwK{NuhNHq z^}qb9RSEOB+BPsejDg`{-15K!I6OLv??3%Cj*gAt=z#;U0oX?FfJo?3xqrN_n9rCA z+9SRTjKK%sF^1D?8A@%y{3ZYtuq+XOy#|0Apxp$t-jNVEuhdisN!me?yDS$uE+IsZ z&Fd&!ThMYG1;m#BX&Fo3Ujn+t*EnVVDL;CX%p0R8jo%6h&gC|=RY-?OD-mpZ64)We z@nUUS++Uz(I@UqZ%New8-7J74nT&0(0i_PYY^-JJkU9s}bqM=Ty@a8m4>v4}i_xr3 zOVk0SZ?_Uay9DyeVb%O9v>F=sx^*i}w$jKNZI`w_e!8UhZ4ziVfIag>``PcFd#6-o zXQpvavj$W~;kE)6zq5$>1M`?4oo||TPqK(J>I&-6hRZj+BcQ$BF?Za%1N(RHPt?1w zCc~b}>KmV4f0pca?{*x_8o>R0g7$hZr}#M?1@@OIKgu#pTnmH zKGocBItz<~cTgJ5l!@?5_=4|i`7f2>>r4XD1np`bJjT4&v6C4unlMMDi3h@lIS}#| z?sNDjeH6WRFw{ygl9+anF}RH3WFNq#qhDoIWOU8+Wug}oE3d?4HSy>%rlX#^ga40 z0O0WGC|-Q}X-tfcV)DQN*pv!iV}pfno5O3=GXHu*^*0i z^c}?_n-T&I+6@5jO?e^Hu1=bGA&9c=Y7Bt3QM6prB6P|IXs-eB29v74vN54!&R>^D zWkl3P^JZlFWA!raI+NNNq_jb4$1?Y6uwA?@RGoa)$>ofLR@NZSvd2L?r7g&0wn%A= zD|PK91i=EVOQ+EOMs0rCgV)Mf69P`d-cK;vs%B@@8CP7i2ROdj9qby9Mwk*C$O7A#0 z9YnzU$f1$M?cS|+yDywnYgl(6^%*#4(wNxvYJzsoIjk-V!CVkF#u5mq{l-h<&HSoW zF$LcLU&XuwI&utW3;`F3nk-Y7E(c-&_{fkVm(kO)a^nC_ID+}qVIa+DG73B^4Q*9~ z;ET&-lr}mIw4dnXD7673h_buY@hZT9%;rpZzBrp>Mv^gEc0(ScolutqXz#ec1I|VV z92@};P$DG+W_S=PeoHVbGH<#QF3Nk#=qvT%{;TfCNACQ{S(ooSWqrjWepP~aKmhr} zqoX)7G9nmvLU4Fw1V=_kBlUxGj=tex^c9PuY&pl)ViBBk-15K!`gqqIx(_2qM)1@R zp2Fy{QLSHx^6OUsT}6!v5CQG}v>!6<3BW)DY_s#2@MR{qBL~_>b;nKt`v`!K`F(T9 zPK65l$6}p_)qeG*{KmRq-mLrbIjPsK>E9_k*p}M^6R3v(J^<$olxE>Ln>1(_p&!c# zf&~;VpGU`^pFr8QL1$wzIo~Ztfy}0i2({_+ur5+)KbKU=i~{V$m|v+iyGzo0aE1Gw z)i&{MF*u6I9N9Xaz<8R=Wzr1C|fO+)WqgXn%GSCjB zhkiVtfIV$_`}%gYt!u;LiAA-MxkJ)Hn!AQN4_Gi8MC1GZj4|$j0PhDg25_%azt0C~ zKVv7&U4wrdT(I5P$;L@z+l_6bv28ZkpfMY>v28mWH)?FFL6gR4 zthe8LzxNj`?!7Z-&N(xK*Ru(Gd6(f?YQq-e&;)jZa95_F2vlYQAbCGl+U~%@5p@{3 zE-=14wVm<5hyTuW(P!#$R&574a>&a!U8&RJ-;RGLS)J>H!PvebmqAb1B{P0SfcO_o zEnTT8Q=`%;%wPxn$OWP}%KN^-1~VLfA!ISAcZQoek^Mq;eZ8pYf z$cHPCr^bkN+CR50k~HtR9h$*KP>KDS+4p&vaOuYwY7kISpisL+${MpL{iWlu5zYH_ z{AWe4G>3q2^vl;BWaqJAvzF9BW1G`11->XbtCo~5eH#yIDuA)P^~qYN>5h*3#$$k8 z{w~mWl-7eabK)yPAI!#?dpZNRGY{Z#A)rFT!4mC&eMIyTEx=i_E63M&%@s)cF8^%DIo&^eIP8v|qZmHYDvZaIgbsO0j@^Uq8#=$7(E z6dUCA({3e5TU`}GRcpMN)aS*WtoLOfn2R9T%l!Axz3;0QeB2`O%oJmQ21v=7uBi(W zmIJ5)7rLn6H<#r3M%4;|NMw4cX7m`C47de|`|Z_RC7RM4TQ!sH$E}gJG-5?kBbMv< z>jd$}$ePH2YpZ#zg@c-VL3R`PGRdkrpUALp%rR>D!hPGJXKl=X@^U4=3Pgtew#X?A zQ`cma3>r7Ubrk6$+-TmohD@$9AKe|Mi0Mpp>~J9n{8vqx_x3LNa&7Q&-(KVh{sc`p z_bYPQTmk1FU#|(On)~3~w^XQg!q2)0;$z(~-;5j2vYfsHOtao(&kW;gR9>_eJZV}( zuMZplewJx2lf;2J-y_tTF2DIRB<9NlCJ9qx*G^u)=L|7Ln#QGbeX=lGz3*)$IHVkp zTe6nw^1)v_9-=>fsqj=k^^KO0m zx!!HlE?=~bgb#Z+&zi~dFIP4fgqiJrUp?)(t8V83MO*mB=VIEbMy~|a0esgRv-wRR z5A>|V1|i^PMO1#<6j%4YWnX#__8oN%Km^3Jp5N=TNEP=Tk2$TO935Jw;WULOpC!~( zt`&qDVcI8Pi?i@O?F6ZF*P4v{eShbg+3gd3=Ys|iD!|#MUw2eS6NJ!5>gW!`UPUTD zw6_%4Q-4$6B>_NRT?J%}iTXXrnwM~mQ1$n~x46gK15FG2*|||QZvfX=VuC>EheKe; zC|7aTJi(uctbfa=`d>O4gCH&Wk)6sxXUohAT%}{JOuMWqqjyt(ZQi^Owq+YEUVI^g za2#bn(ESeX6Lu@fL~+p!#-!IU1>th2c;Z$$VKi+Jn%1wm(ATLP!2?~VT{QwI%&?b9 z`_;F+isQpC1@cWIVMofaXYx)sSZTxYNjRPGP-5d-YNY9N^qf$fnNWZd_!fhobhCHm zbp1PY4XP1{guj9_y=*uKlYT+A#v0I-7!gx!kdnER+S!6w0WkftN`X@LS9#t2*V3Ol zi^@|@sDlFP$u``M5}XhK;KLgTd}V|%&AH&_A(U7c&w9Cc4pD)G&biJANJDd!H1Xs8 zI9Y{+3lvfPs;%Mp6Wke-a5?nlOa6`vX~C0&u6+HB3v&sc(%o%OzBBW&E^f))_X7Jl(5+wCEET=~U z@rx#~tq>S)E3?eG3~K#U&Yr}-hRbnpkOF|$XjbZ|dk;GZ5GDsKj3e9VsK$WNz`Rx17JqzDZUO`)l!Ewhx=GUP1@Wb~I=v*O!)f z%YIin;XX$}a>55wT3wRm9z80`upbKQ*Uv{LqqTt`hm$}5R|cCX8|7O=@J-!QszdC8 zu{X1CvQw8mc6@Jurku5QwpGFzPA&=mP4i(+m17W^t*n+6KB{d(+zfJy`@p6ahSpCR z1s>h9W&duW_;Z${1dvW!tL_ll+o8$c%ZyMcS>QeqU%)PaGv}vvCMUnFX~QLEn-R1x z;MkS;M<_X#yp)TL5M6)-q3o*HLI&)G5~8Z#G$uPO)-`)XxM5JSKWZvZBU@#%8ba2h zxHeiK|0hDp=5tcn_jRHF9Sb!<2^J<2nEkX;!kK%6oB&NicsLZ!6eP%@yNZ(Y)J5Rb z;i5}75lv0GCkK0S9m!@Fl-B|juOhsul$uqcmP<(3S0_xK4WL)7!Uq8Ywjj$P6Y}Xi zF&3N3EIEUkLep{PVuf`n2@;J`6&7n?w(PUNnMw4ssl1a@9gXuri%6@5g=+>0a${$cHdt&PbjE4l$j-HbqAQgcxU+R2prpBW)$Ji)YZqNg?*Zk@Ox=S#^gkxJ zJ25v&2E9j@DL<4A-u%Gby0bq<;0DM+VdVM1i$YxHmJH$8ithOY<=O5BPDC_t>lPas zHIU2Wk?-5tpjP&A>6*TB-;;sr_M4W>gt5!!!6KP z*Uxy(no4f)fZjr?Gkb!{gtd8r%8jwMk(nueb|SzTtDuLreB-y>D<$!sB@2oSBryYe zbYXYIOQHZ1%O2=+rlnS<+3mKv^CH-Dz-(JDTBZWL^R%+)haR-2`$xoci&rOF1Jpl+ zw_k-6DK&(%dC+4sklAz5WB{&!j%EyyxrT|M^smlL6bb zQbR{7iBqd#rfUz}4J(s=(EBO?Z~5~ypTNnNK>!$4GXy|-w95B63@tRY<0%+n)+AP@ zdOgrq6oTzanm33Egn6PH4>^d7z9+6F2RDC_+JNB3S#9L3LNf_^B<+qF>EzPrNZOwY zsE(Nf*$|e}vltK=^>{1drxx}_ZrfsWCRf;dBlJ-<@FgF1Ha^%3S5z2!Hw7R##Yyx;}XiIw+uvJ=Io$%=qNAoORTnAB}7 zSRENW0bkn-mXL^7i9;T>hVPIyOe7B0YOtpqUyQ|0=Bj+wS%@dN}fpF#7%v(DFdm(B*p=HdPZc}v4d7&WqW;K-@wmQH7}V# zo?>DCjwUO;dvDt2)eLb^gUF`wY;VJg*9#v<<&={KuZGpvPh)_uCkrPtO>b!*29La% zfeYS0TQ(LE!z>O9-ePmr_D}augDjE08}bDZiEZ>6u*e4W#hul%bKA&Q}>3pzq(~o zvcJnk&(mRHftq%+XIm5N#yt<*;p;meJpzI0 z_=O_{_oa|GfY_9s02SW*I`82{1oxtZ0j+=1#*p=6?oV&;+ckR;&+O9KHjIsx?Y>o?~7#6TVX*(OZR^F zpYndrq&r3QaU3+o9{PwG(Ps?h!XllDxL^Du_GI1(7mHSqqniil#(yyeta znt!CnKjJ*@Hb00Fgx(g)z=&ManMk~(tzm9oXl!}!<#gQ?{*i6hFcjoa0&#b?Ls3bBsy2p0Dmxk6ZV@vHF4P zH05;c7f5&C*F;vt$Qi;gNVyB`I1XOfb-6OI+-jg9U<4O-R4<2?%FheGp3`1qF@s|T zimZiej&Rm@p8I>1YnVGi{Ei(vaN2;$&mj-da0<)#yGv~1# z@*0lm9QSmguR#|Idtj)%suzhQ&lBC9@K}6_6Jg#t9D7OF}yiz9ZZ zoO)GzrM4QU#2L{gQe1tS!uZ1-S-q#mRvp_;;$`W)jjOzM!dkJ3e2wTuh3UL>>l*m;`xEZ8jb9h}ro6?*%~U)v76K`eLg>s7P?Ao3MwRcc0slBJL02!Wt)uJ~@D^;`lV8bJcp|>kx{)L2bjEiZnf!qW zEyaY6TlQ)T=*Pz`ul-1s1EhY14R^+uxeI4hYAoC6;RX@X(FxfA+ntOQwX1Vvw|oS2 z4-C)!-!^0;L7)3^?unRwyIk2|dP+){avnhdcBnw11nG|?Kf0(z1BOk{Ij7@CDTMW` zW+%QdU`)#?FF6(YQp2-aYU&?n2gdS{9JUtjHi}+>_&j%E=0LE*+NGoSHaGiS@neCFq>&?%11WjToCc^O`kV&mXN2)Wm;~bj5qA%5{ZlshsePe*C!P1MI+0# zhL>ALGbijus~Uf~dLAxVED_EhzmVBoxzLSCVap8@Vogu$1`B;j8{nMG80rDeUl@*_ zB5hf9GTF_Dci2d;8;MBjQ;72ye|#5~d*!m2*-cwFKvv)S*zXTqT{O0M&du{uqFFU$ z1sL@h9iN;xL9=TW)Rx9+U4I@!4P02>;2Gi3CshAO^g6N}w@R>s2(XPEZVHj^xvCX? zFEq;K@$36E^&B^89}2hIe~NImuOT|}>rYCBePxJC>kOWUf|R*-;yhZBi&Pz^l@@qAd=fs zJ=F3mgR#5t2R3x03hXs@^KRNT8ATW*tZbI^tl3k-Z=()H#+%Cct|_~rh~1NpCT#=$p$c?p6QjzwhNA>mP0U0fkV0+ zvf?-+j6ys5IOWCKCn$}S^kZp%S+ZoGLM3}Hk#MqqXV(U_>&u#AQMVvc zUucU>%f@9EZ+O9I6*P_mmN ze#icU&y+y<8y-q=%o@s;P1kj6dT&JW?_$J}(8$j+87#Dv5{QUEzmUow zRfJ12t7w8sU377oE7r60yhU%(o*vt)nGaw9#P2?$EJr7uRkh|faMGfGv)F63I=8$U zp)1MUexkDaM6HR)%!O={(O+6bkdGUYKSO!BsIs0*>P6%#bN$dP@$L4;D(cr?*Ojvc zJ$rB-GHAu-9YvsRn$^g{&xu&|UKq(qy}h`UJJw-81FKvuMn9*9FKSkrLg;;BbS~iT ziEM}k7EZ(OtABrX;aJWj`7F*D<-J~&FH}jc&W=rSH#o_o-E=8g&!%G=#yuN8*lX|_ z(%N=nI)?%y=!$`)Hkx4sZ+ZZ>JvPxM)Mf|SM(bI}(q%$Z0`Mw>UbkC{|g zTg!DyZBz);i6~U509GrMbb%QztgtWu9par(Fe3PSA{Zt9y&-D10r0Mwe^w~OEDc~K zAS%58AM`-_NSlv)TudjRdEBNhXMw+usD7SbK3Kuk`~)^WmUsYrOVxDd;i2I6S!HNt zWNvvgBF>5Ex6}$|9cSY{UnZegtS6dvBOmYo1zFOOx!EtUJn(9rg~^p?tyn{ei1|AR zP|%tcYV*j8KgL6p%RK}q2?;CfaIDc!!`{X{{f_@&bOvT1kOn@vhOr`L@*0F*5in*a zMM-AQ$C@WwO;TOFo%M9wvR%SnV|p#+HX!Jwv=DueNxB}5g{1%qsYl|v!EX<_gyP=A zTQW5_1N+ZbvBLfr@$1k+3`f4pITpOWsHqI*Oy-gGc|E%LCPX&D+dq*Pk#P0(CDrBk za=g)(Dk4n&Q8iEm^%mnto?ILkHtJRK-Q8 zK{JINzE*h*C$oI_6KNOoaovI!?I#(?QZ^53?&4{C=#$9}U@<~##vYthWXSx~d#XEY zJ%v5^di`;f=(_sjo+*qcLP2&rm{ZSdAZ|U*J6J&TL7M!$8Ce}v zb9qOoUJGlb)F`Se$f~WL8`d8IK(U{MV>7>88veU<`{$LE)ya7)y(L0IpP`ZUiV$r^ zNhp*q@R|BYpbju*1ZYrOeNCbicL@Q6q^}PM&21J`#G9_zA<$i_HuxceSI0|O@Aa11+Q$bxZkzAUlYQ+y7YCC zT;I8qU!3kmvc&v89{W;(&1f4fk%XIrk|W8akBKFbq0bQ>ur7K!qpNT%vgI@^$+t%~ zc`E^6hw)Uo!SD@UKQ~+^G%ooy4xjQJvh0w^Svucs-3B>K*^ajtMcT80(eUCN zrv~}S9NP8>rnd5l%xe&wNFCZYh3%xn2dElzV$Rm+6iOS~r zLr-LSiS4UUh40|ux3tUk){^wfMr7a(0fj`QW zY^vaaHNuH~eSezS0A zht{H+poFV+2`EV*f3n6hkF(XY{`aN}x~`&8URNw_0xR=6y7ccZgu1s)UPppu;v*~B5^sy4J!id~(f@9e-q+~HnAe)^iNz)(HH%6W@JD)^<+zRD z;9Gv^D>l#o%yk=7iT)HR4et@ytws@~{Y7qqX4blFL{#vJS!4e@&ZG8o#<=BKiVCB5 zJ=HaKB5)vh1!MPK(Pi|fXaIq1h%B(1K5|?a@(^FImY#sf;c8TiiI&ak1!*uD&2K!&(=XXTDXoh?8!#Vv+ zN(PWtElNQy04cZ)@Gbr>=V3^=jWQx_9gi9wn;gq*<@4M&m4ygEJ-+*PIDJ#DlSuwS zeV-&%+nwVM%Y!Jr(?JufwV^|?l$*7ntXq}Tca}oSdv6*5`P_9&OIh1IM_5% zQRZ6W!d)}k9VuvE+df(?dwPqV;kwtOBo`UH=dP$eFoQA=!_`WvqIpbv*)_S8J)Q^p zP54>kNJz0cB5#4TtvGHKyUZwi z&L^20L#!Kq!oS6KO7E6fk_qU)yP8*i8{|LY-M=UF&`_MW?ew3w&k_Way_cJf(OC^? z-xpYvDh3fpd z;YDMv9$eucZ+c*e#PoOP(2^Kj^X1{S3X=1>l$ zzoEw7a*A$}3NXrlHxAmXbwodhvLk7vL=GW#1A$7=Y*Mh1sgy&EJdmgBkRO+g=R&kV z2KgVT`#FP%>jmS-UMLYwNM$-WVzsoYzeaf@WzEIfDeY%`L;acZQx2mP!U|qoe}O}Br&EWcnOF*~C83WKpPQw)tgqe|ZU=T#eHMt1Wh(|7G@BG*Bvk>^8} zP#;LR7nR6gYt80G^>osa^`>^-Ez@zJ(_VW@kR6ssC+YW

+nF?0NBf@R(yiLD5kf z6)f5aF6mQz(K=U?)pf~8TP(2FRGOCu0%7HW5WrBbDq=K0W5_(DJ^b~Brd?9ep4P`J zk528ZPqK%wyJF%><(8uI9(qWfK$<1`$^LGJMbnP*w^@ZpaKOm=w$g%+oVJ1 zM)!4K5|ZhjST!Xhpkk@EU*FXZ@y9I>q9`^?9{RZ>r9}-7Zv#=oAH(x}f?@ zL}t|qS1RtIAwcsU^tmn1B^=}L`{(BI<0XRT_^4i%eJJu-VzCZxh^+uEOAh*i$ zRUr*~4ylYaCk#kQ`q}o=0-LJER3-PL(y7g?k4>;0iB0g(by%h|*XjBciLaGhu=kt6=;v|C4tjn}~Ujiobu|BxZ4pm*H1T;M5w==Ii)@HlO} ze%v$+kxt_t@$vskb#6GWPPDe*JLKu#@)?hiv@wDp@7Nz2Lhn3p+O!Z>6h$MeLvb)u zdVc{XeC)Zln7F@}hsV}N7q<4|3QGzDKSN#p6q0p3LbXYfe>icCVAZp-=2DH!OI!4* zbG_9QujN1E$TRk?|4>~%Oj`ez9CO_@s?BD6S<2*!F$5z=cczN{r1TLEe5p(?bL`x5 z^7*}05NLVlw3PUAz@KtodTe#H;g$qCa#%x1`~9!EoMTH6tuT2FDmq-3iW4qEGPA>` zIEtsSNQsi_0ws-~7N5e)mwxPl5Pja*QLU*(X;5=T^FA(1L)6VP_;lf#+jaTSX>$ye z;WLjUh=EOqrANKRul(9YQzj7v#L3_!1rkK@s$aWqn**$e)lEWY)cN_@YF!I?q7u#0 zk&qK*s2x$Aq)<83)I17NWPea)Wab5P)`{`gn*Leg%J4J8I<;Bezfj%D1%FjXO5{sx zz&GIxAX*KCVX4*A;+oJ^8(JB~H2CEPCK?*f+{Tod0e_FQiU+A%eM^b6n`_*>nmRpd z=B&vebP}s^T6fd&?Z3;?8RL!!Ogv&n(kn4)UDVC47cTuRX!1PW{W!VruvfFY)-V{I zU&?Ly16AGpKdLi|xmf$M5v4fV-cOnMJR9Qgz#y|^kZ16U^O&G4M&K!bS-7fyu)%cY zT2KBeIzS$vj zlT|?l>Mx87NT#+_r2B(1!9Kik@NS7Y`)-MA!Ps21Rsm?na!blG~ zSG3h9`s3qQOSQ-t%$>Qk1?JV24X+G4X(>acaq;)o{X0_M^B&a90;_uM_y2|=r^p>5 z3ROAq;m%`2gaeq@;(AYbJtYGg7yWZPutlMSRT`19XTOVh*clPX$BSi}+qq~MF(|!x zAUn*|4(o{CFLl~PGaT>{E0eo&LRG4m^U54QbwQmz@QkS^Pcy_B6T1K0{%~RQe1B5; zmve5GnZ$=XPfaW)KD6b)F5jJpIixg42RI4K@<((1f+d`E`n(VFcV#>uX+akB;jKZ> z;g(dii@%%Q#<-w#+KF>47Yv~oK#}cKa~>sgn%kv77vjD?xe&jt5SwBgA%7O?;{*Y{ z^SU*}vgZKlCErn?T=ql^RI>L!i6I6IC#u)dPWZ5l zpVOwNWMBC$sYm{q%$_DRghg?^Y7Mm(tJI}vGF=L~0AV0m8#`4Rhq!5*l~72s^pztw zV^zv;!oX6!QF&K=FvQjoN`GUVa^x7D&v+mHtevkLr^*}nDc5T)9z!F>?_144kg-^6-UT zNI5e%pc0Jh(Zt}a)fr726pe!Fc0VU}k58v~iQJ})Fr0S_)0P&3^q5H3-sJMA1bBzE zM`i=7cK&rb5Ta>#AfuH);Yz@jRh51H?12+y5#@tPjt7%)769w}4#FS}JaiR9_cpNy;Vt-4Ur+J;KWaKFRdtl^wCW)#EEbFjIF z`2jFL@J|wTHy~e9RQql-SF3P?+VI1(e9zgsX*c5PPXm9C>%NR--k6wCDJ22O`_RaX zMi9`tNN5pz?U?$&pYrerC}T_z%u_55>BxD^owM6kn{LXPc@8$CV@5owK54uYHn0K3 zvRW>l)US*=Xj_Qjj@vSs`>51+xf4x$zQdo`PINV@`&#;GCm#P8QI8j34QSWg-t&pY z!@kqHi{u?@b^u@RA{ZhbtqJ}!?09-O;>_D4W$qIyy_qBLixSKJ6oc^uoej2T*BQ-Tc7K$<5saadcW^|S zIsk+3pdMEq3u7C)uOn=9v*!wO)Ek=J>C%?i3}*eAe@e9QL_c=%VZk7w#$i}JxuP`I zS_bz8@EzURIZ1H&>Nss2)xlX4%jF>i9=&YVF|`47*fxmM8HQxm7e1L!nBS_bLz&t- zBC>h)Oh%WnJc!reiA%t?LR(m3X9RK9nx3zYh%dlR)8x8O!mK|To$YFE>W zbo0_FhwP+eye@qNrr15Feu_pB1Yl?1HC>i9u#Kte&0^#A;+km= zSx=b>>{iS~I(+)&|HvMGS$uYAq-dcydP#%ctKMJzv=dE|?P;pGfah@sGPAWDLye$; zhEi4^3*`($hN6~RjoWBgk{eQrLqaaoW-=XbmEZ_4C9d8!4)1#$GufS<7R0PIc*Oda zAo4^{%SgLxa{e7BRd+c@024Qx5x5Er5~6S31nVBz?PjUNK{hVp%8A*o9l_hYtZ2vE}{3 zwB)&=4dPhU$K@h8O9~3>q4IS{deAmU>`GI*zvF5#kaxFVCF*-c3)xTuOCJR*Ugks?QSxS%X6d7 z$Y7^!@jRhZMZO;%YL`9+(_b-4{Z~dkSu$8?^ht&%TzX?ML9o54B6v(#lwyDiDv%tC zUCAp$4vA2V@;dFJ&NACr01LI_$;)G6Ds{ilB?n?dz_#teWB?tkd&T8bB)FI*CPQ#z zYw=sX)yT`^+fgt6hbU79*U3(P$X-w7gSq7J9-=OP>6+N7kiaDh`F-~~`rv&VX9H7P9(1}0qGVBoKu|B>RaVjWNl=l(4`?Jt&M_I*77M{$=%(f01{!f z@`SCninqUSW!;a|%dFc0o5N1e2}q66>?GORCpz&ySie8^J6EfpuGn||)S&US7)5p+ zt;J+vx(>m{lD@d+=$k_3Am7NB&`*yr0b%v1`<2D2EXR<)f6rm>@t!P@sNKX5oM|>% zs~xn_;wRIFkCsAmRA_jxJNa~>-7mkxw!yD`%*jgEecNaH63FKcuGSW$PbAgt7P{ca z^#Z8L-mY5xsjBl8)2A(j$Z;!9XcaIWAM-D+S34L*5Q_ku)>>TSO3R8{`;)mzXWLQr z9R-LQ&MHSMgzJYSKrd`7=s&(leTo43tpEy8q&4RjWRJdBga_jRuplr3JL1%6)0P;qbfjeB_X}^s>rBIr6&1Hvh}Aqn%Ol> zZK7e&zIIMq$nBCUX2DlluO?EBLaZu1!-!Q*3{BJ=RT>DH;k+g0O-A|Xa}sj`miT*_Vi9Fbe}THPWp)#39L!i zI9{1bIT0@gu#%c_VbMSgD60_kzj!?iQ-fytSp_z3e$SGAiTB007?wJOg;s{TXIKA) z>2(atAWe~D8x@;0U z87^+&1|2zjt$LX+TRBiGU>&&a7S!XyDp$%2Vwset zYIBw~pt4)RLtH&I1PoG{$j~hk4IK6&%P$`gUE+_qZ%Bv#Rs7Yj6=-KaIdqgl*85x?mK`ZUSC=(HxkU%@T2y zZ>YW)2{(r8N&xMjEX5Red6E1bv|tm85K{!ag97A0SYe1L4cs?3ME1Vl$m5hPvD-!_ zK8{Lbr%weN|GTgcnAfdWOZ<51ZXCYKT=hFGbOv zvX!fDPX1f9R{-t?>o!jyLaW%K&XUE)%)Mk}LkF-?9~K&brlwi^iGc!+yZ;OXsgT+9 z4JRbbH)u8*XhuSwWy@rBsX!F%4XO?dx!ryXqz65^cUv(Hx0k()#=|Z71mOE?eaD&J#_q=f;=rk8wUb z%~Sc4)u$2Z!nNYLUsyz6gm85j@vd84TbA1)o{_?wF9q?<-52sSQK+1VDeNT;VJW97 zMJ`n?jb2^@Kok5?uZwr|i}(I5wQ@~gRN#?tyK=SC6}JW3jrY2;Xt(>csh@Q9dr@6%N8)T7udjQ9KS(eJ(? zlSNs6`G$>Ehjj?i=GRznm_M43y8vjO1oZ#QUI0KrP?rRa2F4w429S!9Qu{3uNe#sa**_g%1?%VljPa+CP95}^k&5OZ-nCPDP5QkA`ZqP@Cz#S zz*g#q5MVi-bbVo2Qj#o37_LlVq&nS?eMH3VTG_Ip8-o8$7p7HQ!Z|#940LudTK(*5 z^v0YWd;OJiNxp`cqU2+yvd*5Cd(6g)dPiw*AwBTfs1VB-@qZ&yugc>0Q`h6G!kX__ zH4eezH6X1o*>g>GXm#4qywb^J-ODqjEw?;`d6T~yH1BgwhNsU3@gbhU!pQnKiw_DF zP(7A7G;Feo1RP@`mU;nH^uP+j^*}3`;n|iEgaB$>>@w<^d~qIhbBnIoPj@=5m z31alDyX8*!`9ht53-fIBtUWsJWUebUy$riyvfr|g{0wbkN@X{pVA$vo;4*znz`Ju^u{scM|tZJ01-jk$-v13gesmHL{Ad@w;F$ ziwSSNZ+>1Kd|ksf0NBg3$o!>$ZVgygqdmWkuA`bnZ$A3C7+|6^9+0vPsXUpW29u1G zSD(f!F=-ZxMSzZ~uo(|DIOpH&Af~^^v#I>yLLCf_d1HzoSiXF)aqO>1C<^id#^I|~ zc4NOAX%EM9-3E&W-x=pLaL*dX4kMneLs>A+S^x!1#R4OzET^t$BdJ&SM?Bm{AE!bn zM3;5!@n+io>yPlW_~#l#>8ev6o(nIq#QZdsJG%-W-@j3Vu96-5lXAah#MTZ?U*SKI z;Bm7y-=GOs4iZUUU*qyEsQCv&G#yqyqT%To!xbu|r1h07AejMo3pbLx8~m-YXz2^& zdx_=tp?^0P9qPXH8RJe}<2POJ-JGUt|2`lg2fj7*q75Qx=Dt?`RH$p|G?nDTu1XW zVz#pJyi@nw9f}nXQ-1)qXtwF7Je+Mb=T2TLCqPVu*7sfHF7+<5-Z%??tu*Y@;;v8X zZI|Fk-askqz9EFcIJ}ixhuT%$c=wP`y03d@CI0pXynnrgWaL+iK z!^qm)d@&6~B_qd8s$b~$k$-3)Q=PRSnQT32ZLayyt!HiMawKCTA&TdAyAS0?=A6`F zQ&y>=CSdFjP0)Sa;$C4HYxMrNTa5S_4ya3Jx+7XseIDTdffH250MXMbz0_BUHx1); z_*Knd>zpAKaMw35`)7dzGGL<7PxLFsA%cs*ng>wRvdnJw~O&68YPUC(tU zHtxepYT@8|+!GfzQ~L3J=Ng+c1kngcoIv@*6RHW?_K_aOb?1+DmvG*j_GbXqv{d=B zs@LaeKom=GM>5gKF@f{V7Ayd9!Yr~}I%oasIB2W1s_E#NIlyqTMe`@()MPf-Swd+L z+y>m48Cs?Vp$-ui1+2jyE&mj685w^Up#CA$mfbd;+06e5hxfuUQOXy>c zy_39fA;flN714MX#F?^Yjyl+T+g555b1eb!2z}oc3QPJIY1c_b0gXjoL8&!{NJyU? z(rh!c*E8<>g{<=mnG-j}Rv8B(y%n&keg8dYhN|2lq&8S+T0Q0)@Q27-TBP2JRu){X z1&=;B-Fi!oCBE-LRaXOUq8@eQxuU&T6fv;h%R^a5Rc!qO*~XQkFv?yPSEOAb-8`l+ zQ&+E>@O~1IZDlQ@=^4J8O632YDS_F4JPUrkNHkc5!e`t^rDK@$J=+8mjnMnn%=)6X@u5r)u@b13b7UNk%yxABw@L# zyu8KYgkK6!Im6%D(l#1Si@~!Hut{Xb3#^SXKi&jl(SeqPZ3F4qQ~d@Jg-UTW&5R$$ ze=9gTZt(?F6Wzh@NTfpXx;~4oHdBy}=2*gnH%Xg;lT}W&?l^9{%gw}lQ#6qjdqn+!tSv-t- z=Ieyz%I?WQZ_$DERE=v9IVhpU$*IGEQa~^FXxrzN7o$?Ja5Pjb|Q+SSGfB z6Se>Cw@lvW)7vu8NP{-v!bqr1-C~imE537Rw$(_fa7>E^{zPp0o(j|+T?go?*7lw^ z{XGZ|(Q8k|NV^8NFrLlOUJjxh1@`3YS-Sa(ckUD zw{YRr&(sKj{hfAlC#sBrO1NvsDA!urHm8IHHnKK8HOe=*f~J+PhIoX)YROOd?Tpn4 z4p)0`HiS%7DKdIZgmFl*!YWK}=L{&k^<45)9SK~#Z%al1^=Ie!I1 z<5_NxK!FDzA|X&#fZt3%ndw`ztbSmIFk8_;L1_x7OxnR!wrf0^oPV5#uoB!lOSjNQ zJEc4STz+trb_AhHN=hn)^CGsT04pzUd8Bj6h|jxeMoFBpxVB2{yN+<3sG>_Rr(KcIi6d1*hH&Fw`)}LU!2$0z> zJ)HcRIib&`AghV(Va=$_JENXwPh?slOQ)=c9UUCiz#mBugm=$Gw`f>aUkO+f#Xeti zqvWTwog!+iki9|x$*O9G*A}Fxw#yt^yt9u=ve`y1-p~RxTsnEI*qE-FO^+oe{IbQ$ z`a0U`wd+pyN-W?qrn-ujQT5UY`{E~jj7?c%t`rfty^5P^?(IRKvt+`}w)C$HzUzut z^#hG^gEF>dMJ}<5nkgj~;2Ek8urd_4CJ((!IlW#x6*ai=XR!E7u8;lS-S#kEiK@kS zlCGhMu%(Xn`nKJu#Ry_Na<(IFRu^&m`ww*@Gija!V%%V9WLb4xLO<&U(FwGHnAZvx z%pv#0+}1I&@&ZIzqK^cjm|=q(2qL7YOTuvEX#O*$)ET?qnP1){i$Nl8yc0T>zmbBAxDQtbHoi@tgIxxI4&|fLw}M6Dg(rRW-bLAj2nC67x-Z6wR}H*CDS|`Yh6hAR(02(5!0Riqh(<&<^DUX zPsQ=W6mC>8lF(x)!kpkTN~26z-<(UCSqr8IRSJq~TBjqP=G?80s=b;FF8vYC*=jco z3E5vU1B;EChx*$Qm9s!Q(M9_uRP}IJ16-|zQ&u3NI8-k@8M-Hll)=QA=n7i?Q}N7h zAKXU(+T17DiU`!dLy_?|VrBC-G&8tu(Sy z$J2SOvB^uI&4T4^B>jlpSrf9yx)yI zK#DG{yW-W;PeOCHN%hHWp{f-fw?Ye%O*Y#{1lylTg)SJ7;+Gv}XqhH^l+i8~(!Xwu ztX76oU^jqnhd1{7=l8!(A9-{b9I`x<|AJ8>vl13{wKQ{QA8O@o2Tj7?$J>sTh6!Ia zUh_M&@Kqp@k8Q=~W`9iyJSDg>KRQp~XFBV-S%QlNX3y0yB%7o!ef+-jf-t0=%BB#$ z$N$9dM|VfUvoF3b+&uXss0Bp}y5tkmJ6Zt5tI_f!VsV3EjILS!%{=KI;r%a^(EG`L z4N;eN3v@sA#a^9>AKL18XZ7NwMqPZhnyhAvW@`b>ddTzxsHpaTXu8JWNVujO+xEuB z#v9wVZEUcyZQHhO+uUqydt&38=dJpxrt&*;=XT%j)90M-U>kn@0&K>C+Y|Zw<^1R^ zM;1=$r{@u`lw@>@0dgr~Sqxrxe9i&$cnmRkCh<={CpCOt#n0y96hA+=F5)4^banUG`xaVCVfE0=&jDd0)Z*A|(XUp?}gc zR{7hs%5g31kfCke_~{DgqkVf<9gi{VeP$ zCHiw9@~AFqf0KLh__r`LJtqUi9`SgdL+an>;%Yw@ND1WN_x0Si9xeKKKV_ne#WzB>e5qbS> zlVS5-!Z$UyLe=vse%6;@6vz|vrR=OfJ(wlE_AS8-zQULeuqAv!cUa6LP;Er%K$a{L zTupZ5l&y<@Wh)iLYPqJHSKzwoxW z%O~a!1d1~SdIW5>YU*gsiA90+WY-wstmXV{GmZ>} zQGp2ep^%!$RAwHWCp?qzI*Uk8Z$g#Dm?t-{f!deM_A?jkDlKct7f^=c0x-;YG2F~z zBTHkLtR=Z}kZbqY=vM5P57CzkwGO{+nb@Q+b_EWl5 z&%9TX2SgBJn05i~iCGY2-$Fh1EUgT6n}7qJo`D=~4Bh=kfJhYJ%;Zg{i6=rrpH99? zk7SNjDYPAL24*P9fVX#TAAmKIN1RgIOSDT?MI?WK%eUROsT_#tSnHd>t#k5tNx zo+*SPWEzMYTnBT2|9y+-{W)64^u)-d<*YkqOic9h1%66&Y3_;Oon!U`x65QCF51(PQ0FMS@Yrh^#1)bZ>l!3g+uY+QE zUiR8^4aC1cwfp2;47i%m+K9R^6>3d(>QsUHzfawJ{XCm|42bQj8S~>f-vyv=C~&4+;QjpdQTnLQIrj^GlkbKb7JdT;aq+4xmH2VHmrDb?um<<)(R;b zx$=x5;UEptqD71CyJ||$9~VRfFOQ(%YNXy%=@MBGTy-`6)o{_`%Wy8*X0GWwA!l!}Z;Wl@JHSKwjVone=tBR0HY zpYjjYt~6jC=`Skp=EiLXb@lpS0|6pghjODHJ=OqR(O{Tje~1?Ok&0H8Uk)!IuD0t9 zt6klus0KgA-1_eH%=3UR2e~{sj?u9XAhgm>Q`_C1OJSeg+GF`1(f^3tf%;apnApL6 zqvG*3SvhMg2PF`wJqqDA&5Z}iFKLBjXkkb_zZP4k*)_P3I2NU>^64$eR*C{v`DUQ=77L3wy) zFAF=mnJSj*X1-4#IJbc))rq%SgY3}>bODcD4W-<(WdxUR)mc`^Mvu`RbqZw)_6~1$VL#P&-|4h}S$;`+`po@`Oe-#2?l7O}%k`Sja zlWf1+7w54N%{L?5ztRQKKbj@Y2NR~HO$>EG0x1~_KvFlKh1a}O>lpd<-1g@sDPS!m z;3e~yt8Oc}0-*<7Mkqotwah>z1V%9_&C6~OK|E?FdGJXrUl<|v_wyY|FJr9UkDZWD zrmL~9v?m>{24^${G1pHv7+!#mTcW#kMMmrj`JL`=6@#IgA#In?(r@x@GQof3_oMv& zw?`wP8EU01rIaOtqezeb@2_NfiluxnL)_j>f0;MfKr=oq8qg+Urlu}T^kf8N>{F%0%N~-7R$vExc zHiIqxZq7L6N_ySpkOM28o0>Zz8EbPpGYBIWOgIc-L4QSx{1aV;v%YHh|8ke*j>xIp z(_q^sG}>a-Q{*P32EcKNEygS?V~IE~r69J#GN!fgAQj2`v=o_P{Ofoyt?$K*yf;zs zTeVNB8xf5GWuW`!K0txkUl7t&We+?D#BKkY__np0dp4h;|2!dG5jb8<;K~&O)`Wds z2LP-ioRqzo;ROib=$CThwA=TIPaJyt7YN8H*G5o~J<)W>cC5@4c_W5pUnL9Nc*Bx{G1(?-Nk+SgLB9vY`HxrrFiTUL18i z;YQf*1f@~p^IcIgxGBa17RqET^XWpRD1@YT`~MQvd!Dm_4YOOa7qw#OUDY+Xb}LZ* zlbVsjO2@1@z*2=#)yT6l!w%Tw7s#D)R{AZUvZWSYR{m~DDE|%kdwh!t2Brv2ZGj=<`cVluZ}weW>WbY+iY%5T&-j)O?5RHJQyiUIJdj3*0z7G zbFIH*q8iHcznqSHZiHOTGLrk_QV7^8KKs1&W?NytvwoiP|BZ1&1FSAR2+upY8WGL! zApVE;j(NH5PJB@Tf4G2V*+3MdN5VsETvE|+P*h-$|L5PxAfdzf;+#<;?CnFa^J%{` z(wlcZ^p$rlu`g-|2B_?GYR#Y*;N9y6K!Kk8b45*68?B#hkAbw->zde4BE1D}vUpNQ|%}MF2=XhuRs*{1^=@efw@lD5u5}fD_BkopqHT=0ZdIG-LPFNEEYTh zc{c0mCu6f`#;HfvQ!?uv9zZn~cLmEvlH;bRI^&k2a15BnW5U}X^9-&0)TRB7X8m}p zT*)r(LScRqk#LwB28%C8V792NaWpEz)ypAFcGU6q<(rTDzH=n-J|G^pPPNyCfm!}m zY4ZRI4=&f6N0*FiaJvLL@PBlkiBQZSs7Md54BuwC`35O@ET#JNcb{JLz?eTX{JUc1 zpQ>VfSp!c=GaD_fciL+5_uX7f<|~)0R1C!&r!w_E00*+m(~{MCOTvd6AbOuao>%<} z)Pr%%ha{~bA`W1kbxqXPujU>O1d_fZ%3=jV{I1_Dya6GAz4<+n{~~1XY;TZX@jLG^ z`)YuFW+j<5Cm99^vz`JGiG)L#sY}(86{Q>0@I)9|WkqRb+BnkJ3-VUm)yCB>Z~cPb zK3Q6H`8N4e<|fQg{7Ce47YHGI@9-|wChjK*J$h~LbzE~XurR~isB+D)8g-hRg*udu z(Ei&E`d+TMoFzHu#rD=nRwOe1f+qb=YaoRE5+!lwEgF+4=?`-2s?Wj`T}?50Zdu1; z|EsP3sl!;c^~8Y{#E_8hND1e#rE|j@7t>h3j)K@)ttnGpHwo4#Mh)Tev71In@ql18 za}@~VstJ-CmuM_~E_gc^TFhKCVmpcocSkGMu%TG2b^FAhJ(~fq|ygmz%Jz zRM#!}w^~uLlPSi_bu;Ll-*2Z|m4Jbw@KI?Pf8V|Af{@aI`lme{$K7nnucicNc{xtj zr5jA6*PYE@`ko;&3>89I%V9K#KtanFr8iHk{17Lf3E#M}A)a!^6=IaDw|9Qud&F7J-7j{oF*3;tRVZ$ZaA{wqP0gCzS zVVMNR2!d3a5em0@()B^wr9wUd%P<+5LX%TJdWW%a2K`oA0Vbj&YX%Bs>b!kDCoVgpL7g}HnJr5wZE6lv_Olu{QX*f z{H>GUh%3mer)LEb^tUv_(9xcR8?>FLXFuq`DC@+(NuQl$ESj@U!pj~fm`dMvpjAn& ztxi1><4o4OH?IXfZ~iZ3xiori6Aky?`Sk|&-tt!|CK&V?o>#!PV36hAS>euDj(++% z2-NoMuY0Vey$UwRCOp^XGDgeBXbP2e-`OQ!a)ftD8m2Cl4qsxDgJBm>rR0~fn7QI) zR9vhlL%9Hz#1nz8EwG4k!suTosoxRHZ!A^@l`oTSy@5cYV|=C7mk*2}5MM2j5iW0U z2m508jV714dAhJCd(6TBPGMeEW-v(tW8Oy{b!@nX6e~~+(8mfmk&H~&mA4QRL~r2D zFJm=nNP&8#6*m2*|6+s`h}@jK1EK6lV<2NJs~`N>g`FzmWSNAxBgHLlfLi%j=S(DN zIk>7YN@f$%*WBy=>GB#39Fq5g2?yrqYmyXTBzV{3%45Z>%3R&(?>wcVqUAhqgjX&0 zZf$E{0IT>`8ec{|M%q|K|d1`E?N#6M}eG`M?-pwr(K=`-3#d)4xC| zg>q(=n6pLAaQ$;OSyzh)>sqg!v7Ar5gaaySWfO8tecdt_ptmHDFfZL6;Y+32egNxt zaeyV$lm`*1`V$UjbaNRlsN7@ee7e=}wZfJ7Mrg^A856{B{PlTXH6F6RtkuSqEX9I^ zMtsD;T&L`W_j>ZU6IuGO9UA?JZzWZlj~^s8PsLU~M0?o80{kR5!6mc89kR0EwTOT0 znfYl_UdiA9pK$-&2%_+R)ngN<%oEwuf?P$!TY00yPUz|0zGxYs$bvb9dl0rHf~~*kyn#U zd?gT%WEG)Dn|_EV(lUoS1p$6CB~_Li=|b!Js}?jI8~2OpUKv%54A@d~*w@oKP@bxv zJ*&}sX`{~!O04qV{?^Hmbg{sK zY_Eqc2scL3Js{yDckdNe_dToZD-`m#V@P1M_kniknn`Ae`DW8aE(Nx?Hhs7#@p2?3 zNf`^-nQ-Kh@rep|rkYWXP`OkZ;zbX-IDtQq&YENBaj8?tVA)sLlYQ+NF+fLAq?+a8 z6~bL=eB6Tjj5xFBp6lmU0<#4^jsmJb_I` z!jJ@HZYV3IfXrFV?cML6=e{Teady<&?R3x}Exol@2#a8qU#NDJI-N|c4 zN**;UGY+yzu*uA{b2+o-<}9#IPbV~kdoEBAenAPajIp55))exI+c~lZ!KdGW2+a|z z8WXr*fq0I2YKf^9by7igjhn9qg?NjP^10=H7ZVz0P+EqPuHu;r6$Y_{%jTD`ExXhT zbf^cL)C6;oIc7iJOAAV;TMz>OiIQd8%0`jCv@JPUJXPc$cGsUSgz| z4a3UkxzIW&F>CyUz9uOQ2~Wd#im$~vl}h<%x|i5LQ10E=-p~vvU1n!U{fJ&=49AlV z#6vPbQ-<5`BF3r6=23SBWCL9BW7SYpluvhfQ1xbs9A#j;(?xK~2E9qpjr*D5`!J=> z{%9ExrZb2i`!Si7>s zQ0sgTax?gO$lA+qx1JE#K>Ts>38Y#A(YVx1CutK1J>wNt67tnWqxH(+$>{nvMjJ6( zH3T-%h1Lc{pg)eKP0!ERmDgxtr!wqdw0M^WanXDlkOuK-^+&zd@978D_9+APEtwEt z8>Vfo{nNo1WDzbE4~>*q2yD<(H!81xWp`-)J#3z5IVv@CglXN0B>z5Cei;A2eRlzR z-lcj<8r@1&kNr;@y1ylN1m|&&s@qWSBp=9Xco#FkWW}!OW}9?S&C$NXs=*>{p#i0s zP!Nk|B4oM&LEQIe;y=daNXfR+00Q0np)rAIbWAFT!u{Z~N`4I+*E~Zp(`{Nq^in*A8XJf&>MuZB7xiN_ zJ*j-!E{BYOSXMl?f}3v*68DdrgD2~}P~id%;S#Gz!~(?AZo8)ti&RqCAH`7N|456= zAryfQAwsyy#6QwN1J=m$8=`!HP7OfzfKx9pQdP|kT2oo13}}D7919V6-y2%l29`_~ zFJt)kEf}C^oowXg_+qsMPgQ!+IL?Iu2C#p;k}mdGEmxU`Q-DMPNUBd*A97K?_OAT; zvCVt^HHY@M1%OH+kkz2E*XY(#j?2&co>RQjKU6oKz#`XU#Sn}1f%K|1+R!ct1Vt@w zi=$V(_1_({wdU{$&?*CirpC(zM^~?#cJd{mAw|mdIeEunbIT>T#(Sv?`r_ z)s-!Nvayp?wdckEkh0WstOvp?lVLu~k{wJEFkikSoABMkx1^WjsGZ>z{N7&6_pD#3 z{UXprfhZ^__R%I|B|P(;mmf%WoG>4sJ3T+%^*1e;mP}FHCDhbNk14N2Z-{TerinFZ zJ1a`z;We77{+{StFER#01_LdycP=fY^&qEQNr1|SP)uqvr~BEq<(7T?HlLz=mzC-2 zf%A-ilu~ZJ{`(B9vp@)-XB`eGPW{XuCk+aTcQxtslxUebv2!o0Oe zAa};xI(G&LpEm=TJ^)Pl_Lay!6a2h9pY&fZRDRKQeQz!r79+2r@7LYPUfeLTM;qcMRZ2YXojPBUzrh7#=H#VO4sBQ;>OHbV$u^F=$E;`)IEJe zBarDbCyI&+Wp-MUh-V@&EZC)8uPfmqmtMo$zFY++MrZRUhxR$&x>AleWHs66$f?miHClMDT}PXhxg2i12eo_7s(54DSGPFEKb+;~pNWcL|$hPQ(AE#hI( zoF82omKjr-Wy(b$H*;hJmt)+4{wlx`A10ti@bC?Wc3Wov!?o=STXNasVd~S}^=)kp zV2NAXe$sXwz*0&4FHP8!81bl?=zwJ=oUFeVd=U=TqLw=-H{o^S^eFVd6E^U>sB`4? zBzSaNDl%4q9MlLywM8TadTx{{@WoKY@n-mmoPe%puHT#*@LQAJc)v+f*Q2}JU9Od$ z6>qnXUR02Hg<@TEJ_ME#JPaHo&qnc$_RZRxwV-IZC88L5#AzH*wXY}2XaF<3f38z^gf z>WSWW)R@s*wpWI*I&o?PJ{lu=-QNoJ-`MY{ooo;V(i(1$f_Mj|My4(c=4`ewcKuJO zXz0&-L|&~JTPiS+^QMRmn9R1e8=64DEp2#Rlny6kuW==4#G|?kVsga$YpA;l!6cW& z9Dx2$Wmf>z1;~A^gk5-h)rDPNPRqdH(^;f9j&x@c%H7=F-#R+O)=rJW)#2cyPjzL#&J;RsABlx;Mq+Xh3ep-_4V$R_I5kYHf) z+;ltf0eZoeF`RUzF3{iQ#5MCc_2T!8y*2h$^p1RGZVTwx{HAMeR##qRRE0CQbErIb z`<1|#04FriJPm;d9zQn$1YetJ#7*sNdVZ@HZ}q3{F=(Neaz3Ydx+s4A9E z?i22WtC@2*pjEbp0Ejwk-Y`vq53!H>KNU`+BFz0*;W6j}o554p?c$%p4BT<3mb3lq z2B3G~fMN-V24%MU_8^v#erm90lJ0`yog$zVz>~@|W8V&91Z;Yz_Jkykq0b*YGe$M7 z@n6@#cV77TpL3>=2O~3#FyMEbN>vAgk8Wz@B>9gUO3HbtxN?tr2lf>8y$NcTZ<~<; z4FpCOv^OThsv58Q`qO#*TaP(5pI_gB*ONE$Wxc(}GD*pFVubcUy?o-PU1cT{dk`#_ zzoVVB)O|(I?K5L#5ODx;b+M7cCS1HQye9gH5X8{kdUZ2b$sL=+2dfr!^?ySqJQ2`(DNX66W+WvG zhr`6rjn9{MWMTVj$oB#|j`7H!u~ZDjPz>4so5dgF z=l%G@QS=uWkfaaku_A@?<@dDB%N_eRi`CcS+V)gJ0Z6Pa`G*7nHtPSI7#0=>-|*|r&d?}E&KORP4AzK+E(Yzdq!TSN-nKo64ON1JwPQWrGqr@IO0{tZ z4yT@%N-3ucs>*P@8_f0XS%r=GU^e~is%wlK)#ZAiWK6Y!;3}04K>K2SVyB<9H25v$ z(em1IG~NP+O@h83Z>->f*D+B(Gg(rbXfmuGJ zLCu@>dK($OAyezYHPa@dR{^0&E(wAs6zrT5O^nfZell{1@HCs&ciwSCO4fvhB0aW= z-b81IC!M2YIxRTLhLoPvTU9Kw{;zP0IbIq0hshgmF_ratmOmhrlY)#X19kh3W9K~e zrMU<#ZBHX!QP-VcwavdzD*I_|an}8xF98{)bHT+5Q+Oun=H9#+?B<1La&-crRvH5g zM~dwgC_{ZqOx;W20~Ww#K@xSo&dgb^Q02!}x9jUGyF_k7?Ba02n+JARSW%K15Xy>! zZgy`-`u3iLgwD|In30pU$7N1$kPX_3WFeAD)-5I6S37Aot73(7XfGQj;m#h;FRDeH zM*OIjR4}Np&vjy^0>H_Tl`dFLRwgZ%QXeWy&{rJ|g*gkm0A!2bq6^(Gv|oX9V*G9O z5`!%MZ)%ULw-!7%^G?Vli-e#lMb7o5)boXQCdI$ts&htm8G_t<&RlFAXLTJQ!Y9AH z0rw8jD(&-Z1aa*wNZ0ZB?8^_aqvq(>U;A4Q>O2jAasJECA$@&-;n;s)M?me$A%`t5O`_w-XME)@UGiIbP3yq!M)wq8- zEK;bynCd#Veed1;G;=<3F5oG{?|)ExPA;2KHIuMjPLIgt{GH`krazg0)bR;5g$CLF z!N~i5+vI+nI^sIZDkf(qCk#KO^Jz*w%Xb}$5nnIR{$r=(mB;-JSs_SgAV6m}fWcw_ ztDZb^T5>(5P>P0F2#@UWAlA&S*rf|U3vUn4DS+vaJqtlh2}sJc>298P`p(+Ok{i|w zGB!{N)4`VhTQP+=`%k`m&(}nFpC7Z)4nk#E_Qkt$Ia?LB3stW}&p~!+*A(@y@aLrG z#A|Nk1*;k*3{ct@Wfg@eNQLtDF)*|wmpt?)=@U7S5c&kxI%}@ z!5CF>@2>S@d4d`8RzEwQRSNp{ z5`uQjY%Xq=DK=0tF#?psYRK`Npd<-QT#L`1U8AON+CR zVLdc8phJqIgP`Gl&aJRDA1k32X7Fmy{f>wf40=R)H`Q^~(RVC)wg?!HbI-hSBHJRj zQWAeZJlcco?mXcM9x)$RJwMeIIpDl0;s(3mjJnpL>}a5As^eeMW!+3js(#7NR^$f^ zeNC6JnN=6NPnEUiQ`SN4x0fU9Q0o*UzB?Vd?k<6{ad6C@J^d!w4p$3MJEOXSQm)Zb zF_vtjVTY2GY^IV;5t_blxZt$i5G~e&)R-kXsU)}~J|@2X>m;B@4ruZ}j+$||{#J26 zT#3t10zmX-Lbm}&#ij8i@6dHsTk#Q#46#ut5*UlyKSm~VQ_2}6{TPHV4C$m~lp^Tz zlm3klwoR1J!(GNGKIe(Wy?2K?wfxOyM3170f7JBrdfF6?Dov=yAHZs|jB71>WXCQL zdF)y_ULjp46e}hZ_xOQM5<)IWK8EZ|5eLY9y)MQD0FNuKO(1q`<42z6RSso>U$2FE zYSwF@-t%Q((KM)$B#4+2b$bhlj4MOHrx4Gb{mjY%*}r1kpmWC92$VO7aS|>Q4qW0P zn%uaphxAlA1~GD#7N(KY;T*kz!dK(_Z2KL)t>=7F#e{jhq*T%+Rn-TGV*aN`N?ra5 zn~}FQ^xC-_yjF#ca5Jc%I_BcKFK4fL#;9jPQzclu|86jdUa!c09dbcjq^Pgf)(>b~ zK=wsKYm5d=m_5LV!)Yf`SY>OPi1vj89}TiF@takPA2RP89Ib4HC4FM{Our?Al@D5$ zR4X76;WFC{`b?>9JV1EU+KxFz@s=qsB{MNC~Aa z{*jaj0oMu8h}sV3gY+hj-G9zexnL9A5wV~?tu6py{g_mUZ&@Fw=CEyhjOdCTVHdur z3qQ#{dEI;%C%-xo=<@UDXiswF7x>uaco&9G-h zoD(hH$Nys}(iGmb${qbee?Relrv<}oFMB8Y+Z_G2R%RR%;j{hnGa`=CqfNlP60qva8jgf|CM# zRjWxeo7>{Qn*|m#_ z(v1=f@JD94c1QJVJ(@E&%hF+N@!zL$DvT6XZ4u4DOpDtm@bo+j%AlSNB(iy$wJ=!IR9inADG`e?lT? zhn=)as*PxL_60@?hFEEH*D#|e-m!`Em5Q#TubM?qVQy-JwDLNB-OMq5*d}zBg@+>J z-OSJZ7-R(q1l4vkYSz`G4eFbayk44lVykAB9l&}et9HnM!Y)!<&0_pQ@Bg#%r~9E# zKd{O5X`EDL+>!&AK}n3FGA&9D>QL0C5l(1FV=0)h#?=D#9;@;kiP)u)=$=<)*pg70 zRcbXx^RkeebAJ529HPL0m@}oDZn6tQJ(83rKj-%td@nZI+iFaXLYeSkS>V{&s25es&t^DV52x$C-^vAQef#> zTNBzOJVIJZT}m|ic2use6cYu*^RVw-iaxIGU{Z#J@%WYoPMb>SLi2oBY^F`?2;a3; z9-Dw>=s%G)W(QnDVt9Y%)?4TWBV5aw~+B6R-gGSm@);pxkyLX9h- zPv;en(=>Hq*Rd%#CBC#4_iCn!To8ygHUmiW`hFicEYI{Z6qWRaID;0?gj8hi`(~iH z%^VPUZAaaxnPR9ylf+S~Pgk^a+mPH8h8GACb#kVKwT{F$da9lcI zt6_H9vrrIUS3C6M*s;xErksiH!~)VEGnqIJbOc_photh^3SQFw z{afGJZIeQ4ZMV+dv{>aiAEfv5lG`3$PxpkEi~_vx!*Sd^WlKQa{(uIp*5%QmU`?V+ zWYL4Ha|nnGsubDfJ`S!t=7;GorcG4wn*(C;?_ZHy&w$Y>g>GI8K*WSevnXz)ItCuD zsk3ZEU^fAp8A!=jXiSYP`=;o$bmbiBG0{d}y&f6BQS#X8TULHl>fO|IM%hYBb?XG@ ze}^D*E_gCOu9XG8E>6`}D=)rmA$dpzE~aD&-?kUBJ)!dZm~N?5c0awm;=0gasr&j* zuqF|WbVb{=$-K@^RL}{l1?vLNDUHHIqiOZW*W(aybLtCR zu4z5fN&gy`u(ukZGgF#02*qGzh!Hx)T)J|QA4RN~FK~BED7sG|RxPONW^jn9UyHqM zxW1z-gM6|a8;>?xJ!6VQ35r>rg!qe8Q@Wms(RjPi*M%>be}s`WK#lTmF&~Ao`7bK^ z(y3{_uUq?X)DF(W(Qk2c>E$xXLlw1yt%8s(EtieZ-^DaZY2hY;62vXgLLuD}m_(IJ z#5ZcZ+pWDh317m3sX!0olUkRmL?cEdMb%y(zv*l}sChEdm||`U8w3=;KMHP3CU6jZ zgvELxGgja_;z<0N0`e`>(H%Fs_fD`JhI@r2ZIA+ApK-U#BW?W}H{?M+kkGEMN^3N9 zCFuMi^;3cSM#%V)@)A;%Ue5lS#(_VenZE{pjSApMs1?KUd>dPcFX@^TM&I(4E5*CW zTpW96u|VRo;G(i!x3N&Rb}<-l8^2?>+Cc72#5+aC7C!wy7eEdPj^7|2bupJkD=wpi zwJgb5SbsRXpU}a??b*)3HC8q~x?F){&N)w}ITJSg1KuYh$qozbobJ4(RCX|4x%gZS zE=)vvy`Xc0736n;W5qd|?;jS{kV-AF&9x*86 zDL3f&%*b5-rL5dM+t>6HIpn`*779i_qe`LOS$F;GCZwc@ho2S<@B&t)C1sHR^}+7{ ziIrSCbK;+lhR5ub*APdtt>I*{!?q+M(+01923iEcWFrteu=rP6V(Ne7F`)@~xtP=A z%xukMuGi|7Pt30iuP}A-+OmK+FCvli(kQD24*nCH)*+`?R_n)V8vpj@r&mkm+A6K6 z1R6&G6J4`Qsm}%$YMjVWSbdWV)uzz%@XnTV@-q%731Ou-eS*QbuUidG63ZY10&M(8 z;u;It#4zckieV(qgTV%Jn%lJ=B=8VG4KF%t;tLPqBqAjDnJ3*iIX}Jzod!$Q5diHKV_=mET!6oC}Z4_H9;( z^@&3l4zm;ui%1)7v4G>{yTdJe(z!lg=iaYRRg+&^Kac#nvwKl8%lyw~IUns=kL_j4 zM5>K@#vfOLZ}jpqDe;p0Z)w#$l}=yFHr(iJJahx$8ue~R>IoLT$MM{}3Elj5c&wv+940Vc#PA zJtE^$U4qQ7F2Oj2-#_6gu%$)y5&DZS$;qW9pMg-$Jn0XA1Ua>!yBxXXYr?h8t;T7ueyXnVcv4eo?$vg=r25s|Wl`cF@Z;;38}1GrrP6Qlll zd|TF@76c7d3%7g;#-mk&ue95?kx*dGW?XRljhEFUOuzb^$nBtGIpoAm!2OGO)5I=u zAXf(6C5J4e%=!nImb$V0kmqo6CKlNXgtGHnLSelhPXF=w%<6p)pO(m~8XE`uD7I;3 zyrYMC>R7MEfn9^-IyU*&Ufma{vSKFdAb$m+IqkV8g3-zs^v$Kj+^n|=wvq6EkJH<& z0<4t=v))}cqj27&t1Jru2saH8>ZYe==oxH>aC;F##0hd&BGFWO33B=2Gq4gswg!(V zy(={%&FSSxE~C1EtaiFq*-l3n6aTdrMY`fZ%9^=*#7i&E(sDmfbD zJJh-sX4d6CJ{Ifg#rY73K=9BL;@ZhdEsLIH7b8PLF%i2IJG9y{W=@ z!EL;G0|v@@uH zW}mjO@U6)qr>F;?*C5;He(+hTcEUhta{nqrLQ#q*X$qxeOSrb5CUcSdTbZ=Pz&q6C zNDl`E1y~`ms}Ct%^gr4E4kJidSltZw>Dvj@K<MQrQQ%|x+gT(S6Kb8i|R;3x3R7sxzv(aOJHF99!#VexI9=q!KNzN{t8Vy{ zgwP49QEV$7cUF}Tucm(k^Qq(0|MH$mo|o-%Tb##fLD<)Gb)8ux^$gR<&G=7kMjFB` zRSE?PXi^YV90HtSIUD=Hp5feq8VYK($la3T*JN-f78@PCp zKixYyP(UPo>G)q^Fq2fb-aQEP9N}=mmx$pVu1{I(e7;9!yj4m$T?O+W|5X!+I)6zW zhyf>|;7pO#-BpnJe&nYQ5NLel{bm3g_bQSm0ai3tY@wW`h>mK9*!pg4`vMl_ch&QC zIR5Vej%H7tg+C3Dbwu8nLEu5ubc{hgY(DSeCN^a9h&lh|wfz)HNkM=sFRhW!qvujx zH*cbuJX>DBgCP!Z;f8#=ZgPZg!f@CGNRG_V*vrj83Gz)6*uejJY1LYBaAxP;gLJ8`a_r0G9TYb+FQ+wL z$t9(|${35<|JbV8Q@bHmKWcGvZOgAQu^qgB{sv{+t*1^wF@@pZMQyW&n>yEC^#qd6 zfLf8p-oZ!Qo{7&f6&lKBN4RJ9LZb@F74!FB4!nGSOZ((i+GM1x^B&Ig5T4!9(mOd= z4)XWCyUv>|pjY4khX((oKBgk@G; zk<$UTb7(y{v6n^B^hmwe&B4LF5)a1iPi zhQv}^iJ=LoX4v1X%9|=@x*2Fjd7+)TwnUV9LhWSH_;hx%Mk7%_3;(NoHs3|itvJyP zX{bpSQ9-+cooD1t1u~LdGZ`%sdgfdsn8cFm`;WP==3$=Aisor``hur8v8pWW@ zC>SzI&|rb^e9o8r$7z4uyh9;qYzfk)&&HO+vi!YpT40Aq^18RwRw?9hvemV%`2C1E zoA*Dow1K^c4a;=nUZXVXO_)(TQ4@EmU{?Jz8fpwd9mVnWFe zy*NTbk!=PKPw#SsEBCycHX|5M$u;$&-fPi&N}e`yQUJQ`4>2VNNL}}@{d?e=-4L@Z zDa(urrC@HxW1Kmqd?(8XpGxGqw(eMlScaxnJuR8d95wl0lZ2L!t(kRq7+sJ!ETRd& zhkIBwBXoG%c60XKrWIuW;Uz_~Q>?McCN(RRK9otW|NA}H!2xaJM<8?R0`0$*({<}` zG;|-?-R7yiAm0|Whl4Hz4r7%@Ce87lE=kW)7~Q`HQmh2~0Y{XI2j8K5;+!bYoc!bk z6*D}+0LyQql`1rW(Gb@F@{9PnQkPFyZ6YFVl%hG$E^O*Z7%jz%(C? z*Hp8u$uIvT?riZ2|5vYeWi0@Ip&F4IQ_&Lt(2`~0OiL}Ad4inu;-=D&Nw3aH9i7Ig}2@cu0L zDJ$LMFJ&Xn$9=6od{>v-!CuP!MK(XKtB(iv*V~vMqLC)?Ns#Wy#q7nHM`j^tX8GMF z3zC5SE0^`V^`0g-&+RzyCjl+&Y(r`rwb)U7gKelNf|a{2t!|hC>0j~e4VAYkn*hjP zE0bTb){ho$$5rRnm*SgkR+%NfMm3@hKv`PLog|^8CB;@A^}lZbfsLQCyDPa&6m}lF=E#lVve*mS+c* zEl3EpWpMeJws*T2+iO7n8`k_b>gIdk*#4N~RGLvWnfqQ(dV@Bs=c_o}a%YiR)i5N= zujqk&-`);O-NtH0Y7Lw%8^HKkzof~QqQ|3&uZBg&%;}pa4k)@6whhFQL(hm)Iy4g! zPn!>kwS-1`CJfyqDH_!dlA8khDcrqUac0d~cB~e9=#}`hkvQhD59U_xvOo^jGRmAR zxc5B%H_gp8ZdcsJbJ_!163)*y4?S7okH*G~%q5%lA?G3vx~9a$KbuOsv5<3*s7yqB zCNI5JP~S2;KyR-4I2t89zeRf5_W05veVl<5f_I+RiVLXFLuMqj;8;c$#XI>R`M!na z?NiD4vCwTKw-C93;M}3)by9Qcqg9N2n zo;rrJ)E~4h5WFoKye~T}?tZVw39vUycP)GN$=SlWm;8*;08=qi(fB9fr~LN)TjpcA zLCPo5b7?E(rH2c$KKBcnKK}=ct_kByjjw|Y*Nuz^@NfMQIY|VAIdG`#$q*E>_z}yd z07Ec?d#&}kExE6zmTQj4fuHM6X$9Z$Gry*IK4Zd2@C2ofH%I0=L$@S%P<#lUN&a2o zpzW$Jg!592*?_k$s^0MJ;YGGS4}wmKxO5wBrOqMGHoJ%LG&up zZx6bLJo4CiIg4=zTzcU=A)+&ysKu^ftp8|Q1Q69wTF0hm^CmO%%3!Vq7O7G*LMx4atj2m(ZIrWE z@`q0Fei8u5rd=OjRga?_q1@{8EdMIM8Cjng#TzpRd)Pj8xDe`od3g5Rq5o`&Qfo7U zhQ0^IWLk1jem4mJ%g<<|?C(R~!ao>=)TE2p0Y4?VTPm!pZVe|G4%jHtX$;xS)Cs7r z($5IYPGe;ZXHb$YrAt_dDCT+Ba;|b-vc8`=U)J)zZSRl=+!xF~kp7)%tziyEmp)PQ z-rk{Gp4pJ(S@46)w1~au&8qQ6b8L;ls4LCH(7usBJ93aho?oP&Ls|}>?Bf@}V4_Tu z(VSaOChVdT*l|T$_u>Ijvd!KH*QH|yZ7Xwl3<)b(<^A$~7#PMWGm zSRgmV#Nw~~$NcLMWKlN&h-trElzrnZ?3MGw+58p5$s{q31q$ZqxVj15@mu&>9OxB* zHbhlGUs4>RAL2HCRlbdXE6D|GNyQdnPVja55(a8yqpQYhN7p`@ZdiTq(Hm&JXoEch z&wvOl6_4X^E>5(@gF4)PI9h@Qc}Hk*hHYH(`u#dl^Fy0I-HGI#41bY?$bcbX#3YI* zB(PggHE1GOsqMqMu-8NOgpK*y^ljf24qFQ7wfs@+4OGW8010*tXT! zwr$&K>@?PUp5M$nlRq=(-h1}idoO&}cfrN)YjPJ2DutMK$+L=Dk`bXRTCUya_(P2_ z;phG%-`ZS@N(86sJ7ivm0E3W;>`5A?Ncv8(>M#_-{i^;$GO+@tBWE*MW7`+P7fyM( ztr-7BU_z_bHAS-n7Q5?tG;Sg{u4nV)}Dn^S}!Ew(#1h$$opg-aZ25=KVK z{YWmIDUG9|%P5hqL4Y7_&wQRHS0%{y3;H}_+4R!Ghqe}L{dPNddjJT8sFhy1MKC5c zb-4;Hob3LM>t%U8;WsaqJb`ijx613^1Iwkxh$A|VnEsAk_NIfkT3_m>Z>@f7?K$>+ zpE&cIqZ&+jRIOr`{$tL}A2agFG%C=QGEw>eGK_LeSCTTiVZU)p+ z#t9OW``-!r1^VjT)nPjJ{3t`CoQSxbi7$(cNkpQLmxu${NZ5#-m_?=oV0_UE6vb|I zkmX3YHCTe-)9rcAI$mEFG}YgtOGi4e)51Jingqu1N(3Gje=BXf`M6-^yl*8s zc7dqY-gYLsa4*wR)Rt$vKHlK#L4Hmu@zU@=6ufDQEcQR<1^T*ph#z=RKuR!Lpc>1vi8ZWo#0@Lz^Jj8|4BdPvYX{Yd;Bm4X{sUn5fSqztE3SZ`O% z9QV8f|^xa82@bf=lDac7R86OQsXC@9z3O5Yog|bnNf#y zqs{!BPhr(?EC2XM%ssDCqIRHUIbr&W?gCJTW1oonPK`Vvhl0=^7v((;#_e12VBZ)V z@*qQ(<8hz9cu`72dS1l>624xzBMhclz3UywwJfN5K!dPAhv_xcpg)D z6+_~$J4N;1nxRWz1e%Y=cIey6R_sH?%0S&>!2J7I=FKYH#ebE30Nq^O-SmHGI#fIE9SDjPCzw4bc*{VDtTqI-4eRD-9DI z{8qi4ZQ}Pl#7f#@fta1uV^LnERuWss52Y7DTC~{qJr|PzIhC&SdSY;8me_X0Fyg_T zxI<%F0ka1Y8*ZU;u>>@C%!;)wxIf&kM$ICA+ZE?Xgg zHWrV^9{d!P%b4E`##2~<{?hPiHz_81E{lwN?~ZsZr++AS7zd#1UVEr60<0&4Gd43k zY+<;YUJJ397Yk`UmBVG!twr4RnS9VDb)8-LT|RW^>)2)Sny7CXcQsl1+w|Ou%_uhGZQL zLZ#ndyB~$g6R~iE-a`B%=^;dRE>d~a5GTGFn)C{qt=^R3M5w#m9D1dq-> z$T%Fl*n@Q^|1vme)EQ?OQtH=jEy202&j2K>Q}kf4~o&`@Uo| zv*%~K@&m_VRbYrZXCb9}SrIOZ?%Xo8m(myjZ~r5%6P7MS#gWIsAc>}ZfI4$B%-*eV zf&QU6f60iVbq5t!y(P&ZW84c#opVJ@d1x8pkAp+PpT_99&bqH=ZbyLQY={? z8P{L#V5@4+ZPaHV+`15KCPEj@V6;Sux0=_S9A&W0N3lXIt|D_>);0x6IKI*pVcD{b ziNRx3S5zSAL%i_vA_90wuOki)7+TTf=gOyspiVqy2vWgg@zRhHR*K6r1-q&S(i>$V z4Xfz!4kuw(lYh{5Oq~QvDOQsl89y^?zq&sD19T6oXM&Zeh*M{l_H$GdM$nnV8pRt$ zL`P>Mkd`W}BT9rMrNJSagT#wif8%N+G%wl;UnVy>B+V$WhKT(~IyKvFh5!iyzS|0_ zT{}l`RD+IrNE*@r29vRXkOiMJIf1&V(ce*`sfdOR_RcyZ)2|p0?&kw7#7xN#fh_=O zD@pv5v59>1&)V=u>=shX41#r6L2ZSepJ*!YQi7438z`VwVC&;!+X+T!2qV5dra``oD-l#5~U+wfXAOt2|J*!RU=U z`vIH0x-t~6&mF?|yMIi#9eX?ZU+uo=wsc_n!rsqy@&0ERja;N6n5GW0TnV(sg-s^- z#``D`cX(aN?HD^>k=KRQm59Y{r#PgUv=_myHa#A^%PUnQ+oE11k|wilY$S=}PX%R{ zdY-|(5{?H*HFs;yAV2ipJ+rlL=DJX#U@fD zut+RBc_5BTLEnjq*U`igv;%*~gZ;}o516Hjdw)YwZdj8-kyg1~$}GPV^%uZJ&YZCM zmqt4xnFu?Bqv{^HCL?-$BGVcBuqSr{kNAdo@Nd+zs?}9F912%~qnG_?em;i{MS6Y= zPNk^yN(EW6KDsvZv&7#*5#5KuM~f!R6jnujGda@ImqL*-qa?3$!Vnc!=s3}bE1xF^ zk^IMY;%3x1?~uwaT|(R=j6<{og1T(QLeqmYqF27I%2v9Lgvu6sN0gKAqJ)$OY`&sM zYn|0m`CBK+Rg5WOmIZ&n-mRf?6mC+)6`vFP8O+2H1myp-03OI~*nRRVn@M{N3Q^+@ z6g&*=JN$@c36EmD7phWTv{abfW^Ls678_}>b*a+*;oqq(f^<~`5peeO#^7pBhFrK$ z>m~u_cfYIQdatZYaj(bo3+`j(Nwia3>?*nqi0uJBO9C+#nKvMs8Ns7${AVK*tQhE@ zw7KxEXbvr(#V1+d_YaV^h0#yFix+kE#ylW`d(7lF`9hxsK*Ik!63Y9Ik1Y|e8nh0k zi$O!jFwkMXJtVaqc9gjSUAym$B`Lm`yws<~{RXRRtU~5{bB8o5?B=iEXT5E#@)KS( zeaS-J463dld#qhJJ|*z53kaz9K}dEAQqg0jePP(e*)@AS`2pYz=4Hx!R9?EOuDULv zzznDL{H)_9((etT+0U1^d8eLWXZ0NcJvh=~;0{meyPm(4+qbUVe?UE{=-f`JZf9`a zd@*xBmNVY{fgeYrcJU+9%wm?_wi!-~nt_BOrI(c(zOxdGC`543@QXAY%0Kn%ndP1S zwxvRR$Dd^!H6GGryCuk`7CZ}_m-Ms~xvZs}1JKpqI!q`0y&)B@7vc9pFtkNp?C zqyM=F@EXGNpR6j_GWR zKDj`U;T+FwX$$R<_!nbPbnaNx4lm{-81HMx>)eGEB#3UjdL%nWP4{{`4oHY(sIqaH zaJV>?wLF8o1zb}+T3ERW-EGLv9A53;(YZNWPg_78l*;$z8&8`;LP6mozJ)8K@m#IU z>JnN^dA+2`r5@s#=Ur^VGZ}nbmbYUXUo~CX0OSbdMY|hTciUy=>T`PZ^U$>)Xmu7@ z6OwC+`&neNCs@EL^>j8@XwU0J4~uP2!!nF{G8$gZ`hPXdz2R~^W$P;OJ_}GQdUh_a zL;4^Rkwa50N-Hn;a8AqytMpq)UaUNQ{EBZmd)Q6~;Z~I{0Zk`Zg})TQC*hJI;PwFFBgR zcn_XXckTsda%Q~$N~`7{CylNNFsI~~bt6agWS6+WewCiCdJX*ZKtfUYdkfQcz_v}L zVY0LRTJ7TPK!ERMgUZqKf(@(!tae#T+BpiAkXz%gKaEK*hC}U7RA^5$ zvEgO*z8iPYwM-5O3C`)LGYt zqWFG{W?{YoBw@wan@?PkBVy~m)9e(>{P|mYb(;bf5~e^@*Hfx%0}<=rzR%k(rinr9DfWwHKv?@18XEcC;M~UwPoK1lZ%i)>J+kgdchuLpFAZ)gt zNvJj~jS@{u{vwXZ?<1*lP=}TN8OVT^uJQhS_LfYsmV_>%jE)@v3Wv!z6=p`_x^fY)|A)zK3!PEK`Yd>u8E=qe-|%JRE; zcK71YNFN{L;b*!uv7`yKC^>^1K1$zOoBI!b$vE+sddjQvGXXvhId==f!Zl?1F;f|L z2;1Vho%vY#3G-zYV?BWMaG-bDeSoV;%!eKt??wN!_qi zmymyKM28Z(9|moiRqM25W#lbiWt=f@EJP7$gA&<00&3Gq>y=dAVc&&!{k}&4L=wI0 zT8aDRgeFmHw?HCs<*!Z&1qhdQ_9~FjyrJ``my;unL{IweUE(c5qJiBPOZC$%0q|3!9lWpsV%#g=r%nnZJlqR#-=#Fj?ewYwoluqdAbi{Q zeTcF%o^)}OkqIJxPZv^MZ(IN5^5Oh*az}9m0s_PJdFz;Xrmz9uEEYqGsY)?q3rJqK zZMCt&R;0NNcCpo<124U5plUs|A3Z)yplUaQD&nnu-i5l!^bhrS44`5l|8gaS+K*V2 z+6WkQwsCt?PcW228noBXC>|2ROW{99{)u5wfwwJPgscY;Lqt(1o5&8T+kF1%&T_OOv`t0B0 z@_eT5G-OHxld#S!atTyx=ue&t10F`wWrcG9{P7RUg6BC`wX0$QS zA*ius%r@f=$IahlGNNTpq(DMF!dID&RL$pHyJjt-qq+lbr}Y4D)pem6W~?1W^pgZ| z*H`z`ebbAO za!kQ(8mJ(bMy5d_mDhxTLTnoqXO1uoB`8*wKq;KV&8YO-c{9)mk=liNi>`jI z4UsMpt@)aG(!Yv*Q-DC7sic&Z|AsSY#wq?lK-|+~ffPv*4<=q|7`bMN z^3;R$>65`h-r%6l6MiNjqUzS}&*7-dKq1$(@RQ~r`{N$KFv#7Fk1=0|@q(a-i*w!F zf>sHI=??`mm^N)1N%^x;<^x5|_Jnkga5FS?_5 ziN6JP-2U3{Wx9~)b(8N$P(6Kge(n$@d?mAezYH2}(1H4S>)))Ds>#CyG&*DBfBn3X z9>-%9#IY<>iH+)mHA?HYUIo~o)@8*^}hxQptI3geu^u7H9- zhC(^s%}YoB%Zw0AhD+`16HanCwH_{tcdd)|z6#lsS};cvB4B4;GbXKfWu|-yU%#s5 zz3Igw>_sAc1?A9bBQdQfjQkjRvbOTGQ6(m?_d`HLERdq@&uC|7{iGkiFa_W@qm5VF z)@@&Y^@)nPH)$rwH>k00N@P0Z{_p04BXRE1al|sD1;5Y@gHVd4`m!+8(F?IB>hLj2 zd!4MfffF`*Z~(R!*4eSb>7Ln>C7N?zoLPmh#+D60ZJ+;k^pKBWFYQ!k1*zd>e^=2)c-yFZ=wV_w4QL})T#)qVFzz z&h*Z^Vhb?t5H)(e=8+m(G!dkS@em>W1FekLJgc(x=RwDsSG_>MI~H7n3uifrqM_y% zUwUQDU@e_rE_DGe2UAG*ue?M@ZAW}}b*9qtmS(iRq%h(EEHV@{iERa+2kH_r>;<)1#2!W$&|Q$OZ$XIa>LQ>;?t+_;8#flMVIKRygmyD0P?@4Wz<&m` zJLJ&_Q(`)?1*CDHm^kJ9Sh}ZKGbd%ikyeG~6Y3|XeA_MocOlXwzq&2wO{}>=6=lMf zcPWwb5uIrxw9zBj$>+nEl-);+E8uqPMTk&ocS(*z)Ljqf5h`!u)KI(*OqW#+u5jRZ zqW7*;%uO3#aw>Zzz-UcrIcL%Nm<{q%6dF0-aJ9GNKL5&ROyjg+_3hgT}O2^ zLu}nX4ZMAzP0Xo!JV0&&`4uAQrzms|3@S^BiNlVT8`YJLGgbE&*3QUl`@@(vx@<4Z z6HLR3u9`o>ITT3P;qGHem!C|Bi^-o_tc|&yfACe4Ln3u-mwVQmPxiIj=ixRJ{Y&rDgt=X`OJN#Z1vZPbp4%rVoD3H$3kPc3axYTg(W~xD5}Pg$x})b4 zqJ2`Jj9G1YE|Y4!O;+Rr!)P_A&$Z~oTvX$H%v8quVX z=8i*6)W*4o$GOA(tF9XNJuAe(*mlOw2@5T~xew|k;_?BxQs!JWO1U^M@6inpNCHDG zFHn0P&fb|#xrNosg2^I5`XjTdLcXy;c>zPHsIDTeZ2|OOB7cx(@MPBBmQQHA^hmTq zu0XHs&YTL4@K0RzX_R;Wu2J=YIG0(;=jg#)N!5!zm#vY6(FRK$VXtzT<*Pz*=ZRfr zY*h)6*)8l+9!1e2i?t-X%yP0xl;UIQxx1sh0+G{m1OCUe%c678pb*e55FHS0#at<1 zGe2{^@{rx!;lF2GC$$CKEN~!&M0aKA^qt^>Xs|1{opT{G1C@4Q@cPQwJKQ{NH;<2C zUO+>$g6jG9k@5{*hlW$=nty}XWjylwIb$OK-Xff|7 zfNlw8{@ms&09Rf-T-^P1c{&I{K-#UgzWQyvb~vE%zjTcNsQsd~%%)NY?J%mA(tjjq z+hv=>vZ;pSiu}rUknu=N9~=|O&zHt(E4sP3dLd|sc%`88JL%?b<6!W&m*e*UFEEox z&TFo+Yc_`D3;Cy)_LOKLZIUvGyvvu7r`nU4!!lRho(f)AvcymM_ZwaCc1~XGgK(tt z9CvO~QFJk}U}`WY5P|VfP%DrwRi@XuSd=KCkSOoNLY)`7BG|rpdK0}68k|v>|At zAG)Kz^hV7<_mjscxa}_}R|z{#5&YvItC5p4&d@UGUSiRL$G97%Qndv4WRhXr6+nOGf91 zrFUAv5T2(-Gq-eSzD1ePpzRVwkh1(ad3yeCa zC|8c{+C<4Z7c;yA(JTHx=@&LPcC=f{8Du0&DLxgZcbbfTgB{{()9P#|^9SHCAOVA# zA^fHy7V>ZHhx&b|D0wjMep;9d#krD3#>XI#7ymfxUE=Y`g|Sq;+iaA26Z_B297BI5 zUr6^3A)h2yS~I?6Ws^+Y?{Ewk`z#aNDs9BYJp};eAYahrgJjK#nxVoKfrz)74x)1c zG)==FLY8_o%3H==SD5QIsre6Hg2y8?J2aaqf=xEBYav~$F#*+}zZ?h*;F3uBGOyO4 z@(|j7GHEvbRxuAo145r0WdW8~47B4ij9VHS))$B29eMY=7R7%1+jH*wPJwZw zdQzI%_f3=^X*3WNTo;HJtzJ+ZI&~yfxf-NEg_g^Ak1GUxz{Cs3$3pe3OBO_XdcQv% z?)hP)M?%FM4YD2TsA$1iMH?;W`7atk?Hj;iliIn91MN3q0?IQjNO3ca3em9{((kQ& zh(zAl1)<-i5c=Vmz@UXf;4$gB91N%-S?ENY#}6BJ^Ku81u9qZV09<~L(7AB^N4DDG z$KL^_bB=UAenzzv3`1gik_*^_fEfYg)VXVnE-rr8_4nWRakUk(g+9t+9fcZSYL0WRr;@;#8NbI!5M|-4Hwnj=Kj5D0JjD^nfMHC4uie zx!zKY*Zp|p6hT@g7IP6ilT#HHlW^cK!Qel8K$xSg28wD z=S{o|CL-_6W$B0~DYzfYxjU@=uS@Iwf*a|U`vqL=-dtcT>es(8se(Kw%Pl+wx~~00V?I$imT2E;9<%>F)|1e5Mz4ovxCC-<3v4j_S;j$`+}qBUpe5q3#10t6&y_@n7u`SJu7xE8LYvpq zQtN-?;3eC@dAl3IALtemtrB5fy)B^#J@-hY48sp;=^n8es##(~(Bo%uuD+2L*%^P$ zeXM@ITsEY{ZY?ec`A9zH@2P?V3O_){*Qsq>p$-T$`nOpB(IM!d2C&s1sMo{jtUsaD zj6qxLpml1Y!!${;k4N?l`FF7qfn*mH5+*&hQf(h3E?a-|_W~VsRI2!EmAW}84wzqv z(TILfgx9|KYDO4@dJo^N?yby$iH;aRxWRR^2kJ1v%}=>xFp(gBr(MBNK7=djJte|! zf5IPc*q?LrkT98g(bO2?F<$5S#rszGkph?qX;D$LV&a0cEVmOMPBQXkq{5g8Su~2F z?1{<+s|Q;v#pa+)Cm2sE$B?$K-ZLK|fe-rSFR%VTs+V$Jn~jJ(zTLqfK*o22!)72L z7BSA~%0JY4g-U)><+h!YgPY{|}v0Si|OS8baoD^O+<{TFEvfg{yc1WspL+*E`g-3e|$ zgPFap(7EeHQZf3L@ycFGP$q6(n^?*f@`nUn)H0iG1MH{~9{43os_gBIE`3II{$}vm zvN-!s#z3=#FecRJFOUuU?U>i`LzCCBFJDx~Tv?S>`CxvlePs9^qF^!0p%fAvpoRMR zW#@x$DtGn}z&elsE2?Hrb7W={Eyg`rOXeh1H6cZ1IDsyoMzAKH%E}~*~E9>>=N5|J2?kz6*#C^?%uCpX7fCw;z#F|;&VDNFb zNrGBt{c^}+f+&|zm7tv)%ZyZOAmyf%V9sSp&$aMj!C{COnJ*GAFW<=?Gj^~(RA0ng z+@EH5+yBp949Fzx1%ivgmK@GEgjN|R8Hby9VOuUa3JL>*2-PB?QyDh-K05b3Lbt+@ zim?p4L||+i7rQ&G4T|Mu^_s6m+%*sB!RFiX%~D29MoL9ZsU%Q2qj6A!eQq>TJ88xQ z8Y))PHd*cmYjS(vY_F}ibZEAf!mPp;NSPqJo;9Pr;iYlNE@|=U@VOk$KrCXypd`fF zNgdx95+{UiU{?Kp`Tb<6&)k$>y+0#-zv=M{13;r^Si((MM4NOy14}D-)O%fK?jZPD zQ~FcWStcQDR5rhc^*lL5nx{JDL}jB26f#mV92jTmaVq zz&jwl3JA$7AcPZV8}l_?(>!D65`ve#f0{^p#0taYry#r9?W8xhW$*%%sV#8p;_B|@ zYjyfZ!u6QOyaCCRd=!!8X`tOm=5}tRQ7!PRWwHK1y9FH;Od3CP^}DQy z|DdDP=+*sX-6S#?{2P2vx+!!JUxQ@YnrW*@NU&*$5MvDgF%IfQT3V1+D7gR{Wr?wF z%Hc-+Qq}U-mdnTIv$~pw{twv{o3TepMgFtu^6KvL3cZJyZo%tVyzzQL{l_KUbw<6F zpxEahR>HjKMEkwFprF{G%oli8Na0{=3p7gdX^YtGvIRm*M0Ry&0JI#Ey!VbF!&S;O zOuE>4Om~x|KA+Jowe-ORGyCN|a=bR*9Ne7T!1O&kwv?`hj03ljbB@kHH-RNv5`zXj z+xO;I3KHJHKZSqum5iwFEqiO*=J6E-K6>fJjfj1_%j|3`Lfxgd$H<)UKf~w`& z6zfuUt6>?H#0Ex6-44|mnH8M2T1tjn?sJaiuwch!gS%wue+TWegMm_UT*&r{ri?ik zsuJyoEg6kbQQzS3{oS6Bp4e&9;UZcIv7EqlLHb`Jstexe`MRDRCEyNK0o3GN?;DsCClVgnaHZa;ic+By7|FJ!_PUl zLp3RgN5T$3xfT6@p|!BktPi$bJqhGlp<7w_sn1hLJMn3>rV&p}Lg6m&6TPAadXqq| zY`j9h_?D4+a&c<%HTDrjl?+VBAqJ5a6ILapUZv57KTm-v!Li=#$7j*fZ}J^OFMSYjskoh*lbPIId4n;4`+f=EdijqC=0~ zYM|*??gb?W;k_PFJ=4KeV0`7UL;|&uHvJ8t>@+gt`^1`L1<|yw5m&+$cf2aXArtMv z;S0=z1=K0xTT!r}p0l1#pV$R?f2FJo*{U~R1rYHI@nOu^|J)08m83lgb){nvssqGw z1z*1y=^H!dx~sDR-R6B2$9c(x0!(AvT^31s`<}JO{R`IXY@pxkFO<<3C=S z`gJ)H4e<*;B{;Z*s9WWU3c}Vb2Xe;6utJ@Cd^LY91ha1<(vv5}Yv8V-rU`d@$H3V% zvT`rp^!Z;jwANf#tX4bX((9#&r0-LSUStd6_jgpPeokBu`;FA@k?SA9t-@{QY8X6C zv5v^uH$se#;!t42MAg1zOf80BDhl5kg@czM$st{}G0Sr0(wI!mRY|h6yJ!nSg$Wu% zYmd{Kdrkkb({{#VSi)*1G_4!DT5(%|k>?<7N_3ao}XbGZMbDWkF zjtZBhYOF>>w~^1baY^zdmzElqzn;JiOJ+4XX1uOshx=U{)jghi>&*H2WJGi-forw` z;mao3=6$}`^zjIr?PBn`MVYPP#+7Y>x&f|5i!Gk@VwDc6%1S&V&$7!T^mTS9Z`;@P z)iD**XHeZ4bG%`X2wIcCU#H>tkq`X7L@X_ukplrkqb&AW#gn4gBFlt~)mm?G?V9cJ z5`lLbfsZ=HhL^6)h6}{=!iUBhyW__Sdvl)`PhbS*YWtLu4fVmrq1m=GZxe2FtHt;1 zNGQ5v)?3{o>4-QXQc*qvbMr3+QW+Cr;rw%VEJ2^s60r4bG`niI4tB#jS8s+VyDqoa zXwcA-`oAo)5UX3Zc+C3C7%WaWgWQkhc+~|>W|lenSS+x=-}nYRXf~4Aao7u{;RYuR zaa__*PR=-7Hk5kySXz$0joO1Lf`aySP*USj;#Ll7*jx#QC{{?$q#Ysa%X$7< zwjw-tvUdqr=RYFEyHJ-|FP~q>#n4Mnt8F?`QW@lk^b107i}^GO*W|(cYhqD=8EpDa zz4MMF;R0d{HkKRxIXV2|dj#oGsTKMn2mXD|b;p`SowYaJEp9ay?y8q;pVTTW9PTlK zzONP;vCGF;h!WO?jaAh2>5e_TJ>vWM)1r-4HU}GmU(KVdk(B&aHti?JLuJ_RLd@ zi!_eR3yDUa@#rc}C+!1U)nVH3QIvK>w{S3p6|C*4US5bp#zEsaP&aKU^UZcl`=BAe zTRPbbqRkm#ds&v*XvN80C-&TG38_a!61n*`Avh`M}xkBkPk9Z)Z^JjQ%`% zC}S_D)_KT2{_-y!wHCnI)nCv9hryj1$`6cPmhiaC%@xxw^XMJ}S{>q zsXl-l$t=M2DZEYX6&RGYpyiUE=kurX<=1z`_>swf?M_G1<=_$GuxcZIyfN&_+$V#S z#+@~%{W4}C&5gE(_Sbs*Xpa7sHVtq@^_1^ArfSn*?k4U6pL{igdV2%xSi|T19GJ$y zRVBixLc!AVL&^K|l_vWZYlQptU74eLRjQGL=%RpKc^aQr^eNr0h9(2b$hWJ5{!A6I z%Q>vNP&eJK3Y6wtWQ4)!TTo~J=zj)su^;q!-TkcVoBE#3rKu4CN6cRCnfRju`r}s> zZHP)?0rFz77t(etddQQ#z^i=sedIN?*5tZB7q@EJ8X0EyK|a()BBsQqkRW3_l)dG4 zzmMC_$jJ5=^DQ5R|Ld>0?)L2H3Xb}2C;q8EvuVT}QwtMnZHWUWv!(3G4pXwVA1S|v zKkz%@IG@0jQo>61|G_`Z{+JW7b@$!-7~2sT3u7Uzzx-Qo4sNNPKI5S4NudAv!IawA zb>zVMb$szPHpwMv5b6=~XxVHZlYS!k(D_jR>*~jEdD~3J2~($iKm1ps;u;;;fn2)I zKY9RC`MlCAgGK2kqQy8Wa(F8X~ z3iUNl!N3$`qn3FlgKd6vSWOmhQ`ls?AU?`}{xdQ#MUf@lO@ns-Ig2jicjb6aCL}E3D3bO-C(9k| zRKR_Wm%aA(@QmI|`pV*@!kS#Sz}WM)Y3y<&J61d&;a}Ntx%3r|rw@$$9r5C>R20b>& zABSw(^ReeeZwqWP(cT{_`p45qn;z4Q9KobN35wa*$8CY(T-{duP)PWP7rR=9Tjy>C z%=l9s;b~dZBU;F$dwm_|hGkNNCHuc}&vI65t{*=(UY2-!P=!<|LYlV(hdllA$)GmZa#ch-zkTC5Y*bzh3J?-s(oO#KyVwI5D`V^D?FoZ>G71)GBWDYgi z;42G3tXCa3r1TF~?P4R2M$^X<&qd9J?`1Rb-)YRy0Y;2=RL#v|6Wu?5eoI4g_^3q4 zvTk&Fw%Z4^ z6|2CDstw<;l6P1%-O=&$XSVGQ2?-TT@S4>T>FCl`NxRCzPa(_*`nE|UC|CWHk_gU6 z=6$fuzj>3I53Bzz_G9k)On?ehM2&+0NzVR`z1^s(!c4SjIaP6hP1s6GWQa+#>B5gS zC!EblF>`&YEvk-S@naSec_%OZZ(yKSMYwWuf6_!^Pm^+~nYjD1Y-hDVen&7mo3fpO zC?*N^1uh}oiM^l!E&}aG_LS(a%5!8WkB#Z^PDHmBJha2HJ8mDHKB(SwR zKCYQ5L2HH@@-r5Gl7LEH^2KW(%jvb=#&i1?vB$AAaWVb z3-DDR35)!VZav>Gg}b_HVeu_cxY0^^v|t%dP|vn_c#y6j?ZRpM*%-PFFZdN2 z<`ZzEz}*iY)BG&gZgrWedYQdia6bO<&6=#oRW55S6M;8;6F3k3Y`HN-;((Y_4?_z; zAJ;Sk%lX{NVq*?L01TBJiBgNVIYm<713FgV<^;kzZDDS)539vH9_f~Z(p51|fP_W< z%6@>$I!t8La4vWiw?*u@FX=#lEc_x59rZ2x2gRYp%ur5dwwGl53D35;VkOmrgY;A@ z@yk;egNAK>p^NMGU!rhtF}9zXhy}KHDdq&nC0h3C_hxlI2aSD=d+&N)XkGVr1UhWW zC*GM})mfHX0F8U}HkmEso828ZVG3-+plu8h?P8C6T`2lpC*?CXAW$OUrLZxsqA6(} zp_$~gaon!S15?9rD&7vC_Y-tdZ{8xJFxl=a;fK_N?&?j%P`opk3glD1{RVy}G{$67 z4LpFqVt@>UWgAB52Zg5*KintJv^lW&z`mYzcNqO`P5r#nYyH!eLtq}w{F^f zoQ<~Hp$xzN;YJaj)4+e>?gbS|0*qvOzKY%{CfOq1{fJ_GoMA?Do)=R*)zqY>4oX7q ziy*dYniZ^=P;JD(4M+y{&H7}1%Iy?f2zLY>$f%EV63}E)xvJqzBUxW*UNGQ@JCik3 z$RO3eHv54Q-=$nwPDOMlq((V`IDdU>8gmvw9sV=@AD*cEt7l2bizY*@wK+z;Sl~_jLxx=lK;3?&_zr=1ZafvQTp~ zF!LFwCaE5Op#cCLlxGnYvoFpt#fSZ~pgLVm4Mr;qxtJ`5(x4!58pIc`< z5lvdWW!rM0`nrf<@qOKskB!2{Ougb1MDac7MYjj5-45p4`Y#kKv}x?4FfP!iC>@>S zHRtf(Sj>?yvynC}v+W6#`OD@!W$im|%C4RGAivmL4T>2Y-!pCkIt-09At@;h`@j7q zmPr=zYwtO;*qOoGDCKQcQJc(+Vk#nW9W3$TsP{eweJOe9$C7CBDBQy?gn-4-q*Z zLq&2zw=2y7`_b6%0lOv0&d_M)+ba!$@#o)=e^NTIPf`0SyTp1}gDZD&J}uGMB)-JQD+w?nISjGrkskks6c&NPyeDxsw# z84eOiDk)S@jr5UhmSEqYrAZcLFpBkP(lx%d&Y-N{SGU4e3g#i)7#s@cl55L*-cGt!E?cT(`hv68# z?(HI-mgEj0i|_di4q~%QDHcipl$MkG{f#DZ0y;T3s904Dq|-H6!a&@gOil86d{@Jr z@piMnbJYmyO-su3-SLZPOHs64*upGvAH-|}tXIS~-=-|nZzJYPKY_qfUWjrPyXbgw zz7@NtYOlG!Cx0_im-GF4$8iCM1EQ?6jpd+^KHPX?bUL2iOVW6jcrDvxYmtZW<(=~=j!;a#?NoLCLdUk z+_$;oph!8*=>$TJCBuK+k0=S_OXM4E3e zWJmvVgATf94D&&{25qr?qI!@wq0T;~=LfHas!;e5ddFI4_V68OBt|k2FKBXghR0g9 z|9}AcBgiC+aa=vAuW#{KsOulMA}7HRpzbZf9C2%w*#zUj9aR~Lv5EH&@(QPois;+u zW-c@9m39fS=7F|4{E>5RP4Cys_^{|_H|JLOs-j@*T5O$W0dnVgAdlJPpcM8=A?aPa=( z^_9gwVBLAq!F(}lnl;(MeyS;RG+K4&AaT8I|9Ib}(W7za?3R0S*e$$AYH&d%1jRnCyvi_ST9c%-!`CC^d@4RUnd~ZW2 z0cW~pccd10dkZKmk)Vv$&UpF-zLHyJzE(eb>0My5>b5FPGufW$)>M!O&bn;WV~A@d z4V?A=(R2>nb$(A9jvBT}W3y4iCTYyZPGdB-+1R#i+s27)G`5|b*m|Gef35cmoORaP z&z?PV&vnmek`t|6^fXz~(J2XID~l-q{zlW0U+4$IpY=pIgg@WlLC}Wp>h^Dh+H%fH z3C?A04h=qcx9Z$Bc9;_eIxF8&Q!Y%W@gL34%4dy7NpHHyAs8DhDW@5)y=9kOK0el5 zt2;@*crv@;j4^huX}ATLQV{?d59#6ga44V}*+vgSMkEv&L}y0QP@W*QK;Vaqn3T z5wHhR9RH2J3Qpj>&`uf);V=<+U`t?0Z1X}`{<~UNFQ8qiTH0P3H+&&h^5(Ar>;gk* z3~HAK=`bjc&z##Ein$wr9+5SnVT*|aD~1CQ6h(2-@z*dyhD6gO?mGoGrrd~z#Ry?8*nGZ+NkcIn9Pd(1D=`=A?%B<+Ws5ea8&$i zTmq|4V_}dVt%5Jor!G_SrmnG$l?{)b;ev%9oh-bA2I0sXAJ)5@wN8fg&j?!5RF1c^ zf_w(#pZ|R`qf|hTU=H*BMUf~Rs(@KV_8VIu+}w2RQ@aH%Ym^G%er&ARff(QJ2XetU z4}Pv|#j7sGie%;Vx8lfq$Me_y3Gb05{^(ddaZ(Ai70JjI{;B~<4cv2&$p-+d$mK;w z5|1ASzo;4F+-ck` zA1D`8uGA9OzZF_0T9zN|SmGU>w+QiTr#Rf43q=j9jQ@e0voTVg7BfW|l37-qhL_B^ zGPOUpQ9iaa>d#5`m}PQ{K7De^`9YpkM=xAFcifbT9ajR1ArIY{8M9B#+UBIh2+Q!7 z((o>_bc@|U%`F#%TKFJ=K3%Ch+jVCSGu#&ECN=tIYpyUexm2(fuP`}2BTs4mbh(mA;9 z92akh@Rs5wpD|YyE*I%pW?E}LL+bXye4RWcLBxVo^N?lGW`+5u`KuZh2<2Aljfaw+ zXe0uE6ZGWnp?e7}-N7mHEUclnm-(0OS|4gFepf=Y0#y|EQ%)3DoYMLQFB*{-f3*VQLSes7;#Ub>qj3oM`FWF7QPL%Ad~RvMW-9U$-(V(lv*UZt@G{ z3YheRT;9f5um0ROw=8Uxrt4&mRnqQpHI(8LUJ&rt!_xWrbrG=p0|L@21tkLYbnZP<08V>eC z^4kD25Z!6uPv3u+Va|wvD0k1Tqf#1Fw5(fL4O&EQN#(iyp{R3)5fhcr$PyqQM*j6^ zso!6S94hH*K+qtp9CFB2Dgt*Go(&Fn8uszLYV&$G`y(ZHhE(4mPhHG<%!a+~8N^|G z0AXI4cIDTEii{mG_Zh(DWxB?r%8p;ZTpqpdH<;dP~tt?mhlVb{p-S z%;QB?F`3)=HV)gTZzh{@w1$2%zhZ< zf0S}hkB-u8v%VK+NYcz;eBstLfU}fW!p2YpN`4Q`pTMek)~PnvSvl=j1pCy8Cc*sY zd-MNdY71|KCWCudIcqJer6ynVAiJ~IrL5P>RF@GoUjWv8jNvwv(V)nIEW-mUrab}Q zo==7mYU$kf_PgspmTmUvcaC=sZiI*5PI?^)IP82L4SBk7Sm6!|bM{7b>kK8p-V(!I zuLDcw!W6tDK~)a~YkgVG50|wQ4)t`JbXQl=UKz>SUZJ_Mq_Me(NL}9SxVw(qjtur| z;dsqG$yTfVRKh08yA?f)omZ?xFU3O~Ja#Epw1Xl=9fGI~%vFs=lT#9xr#a2v~FH!XdP2S}6%EeR3H5*YVgf0+xK z)ah#(z|iqLE`MS%aV1r{>@8br1x??3KFqr%3K;lY&g%gm3fU4)2G(47pxt08r$h?% zJYss)N`Fw>*hF$s_>lJ%2Li<};HlA-5zu^9q7LZO)7Zl*D?NZ03yB_*xF>I=@Ib0` zWN|QuT{9Whz&fwuBEHEu2SMm~TCf_iCtMxaZ0r>#YwNFeTJ;a@;D%I>3U~l|L-prQ zKaFDJie39|E&lR)yZynu^JT`Ql3H_^c3SAqQhoXd($iV>9$bgXez+G%5a&y}R8~xu zd?zt4KNV6hL46zNiv^1GQJksL}akvZ)#KaIZ-xHpzyrgq^CY#Lf$6%048+#HA&<$Fo7egwTj&E9RF}h9#fi z87d;zPNkT^l}?=mf8#m%NlYPZ%~`MG`aqI~O=TQ+;VqUg4J$K64vDIvd_l(%cg-Zk zhVM$I!3eMCfW%iBlF3az_csy4q2#e76wFaRK&$D+WlB^fR~0vQD%tA5OlLJl(f&EbtFaUH&v~RbNk=xTF&k)bh zSP%(djBiaJs&$SKKL~PoPq$e5?u}Q9I1Tj&Ctlx1oj21OVrUH;jM9<|31VPdmOE1i zaL&tD&BR$__>ziV4B6voTra`Kn^t3@VpN3%H5BRgqoH4OrD>qQjK?7S+U|{myX>o; zCa^40NhjL!zGvkBR>MVtM=qjNOQ?(`RQvr3gy-VsBlo^Rb@-~CA4_ee+HiIM-puK6 z`?+V3B#ulkgH+552076bQ;cy9uGV-L&?OgFbszl_;h1`{-glBGU$ zUkfzx4B9xJ__;@Ah=x+9AfR)n`aXbn*QM|_@*Cy3@VFiaqI5{g>mY7&s_~l?Yfh`f zFMT#1TqS-X6iNfYKwe0rCTb%ZX|4ra|5LABG!vB!UZtql?IFKL%!6|I{PoFE`RC$b zq-xu&`ZJOo-uZMI`c-XROp8&nIlNx06)d^IR>$+gVsAd%Yls&)aJE;W;PS2DSjwl0 z)g8Ys4+GA9{4riN)ltlYZ+kIxUijaNaMq!lv_W@ys!SPDfA5{@tXP#dIRBpocwlRw zg=qoOp*b4NR?Q+VrHOgX$UqSk-iXhUF&+_hdjgn$+S z^yNPOXz8;lrevfaDhn`{*%0`so4UwIHmr8YlE-kf38;3hxUT+_Whp1CS>G zf!fl1wf{>ayY0~yslFo9l-vqipvU0gV1tZ;WLQInXe@?#Nv=v61vOkPG@HuwD1^r_ z+~w6_DAlfTg1EfT$8l%2Tbo0n=r4rty_8dE4EXl}6OUj!z9-*Se{PP;&b-KGl=g|^ z_gNSfSaD)G_ksO5N+Z_(t3Bo@SRx7WbJG$Rx-~CXni1A#foMt@XTcV$*6gljw7AU>+TV)5h9tC9m7l4$_LP%Uut2 z!9MaNbT0G>Fq9I{mF|E+(~cV=9I!zAc{N;2tiHr<+*h7oeK0}WpuJJy3gg5MPztHL zrnM)!3qq>F@H&L|x>|pVCh#i`g9zf7 zCUK669nT6TsJt)Y)lY)QVhI_$o|)ab9)PAEJZrGKmE^e?mgm9*r>5h%R5<+&Ho+C~Xwa&rv@` z=}&HM<-chai}tS`zHpN~-6(M0YDn6a`|YXg=?~8kfKxjBkeL!%yNd;xMmB}%pQrqKHq;p2qZBcqq}_J` zacdy}NuK#+!5no~V3|U`i#@G?=I7#opMx1c%)Z-f2S2>p_G~Kp&kH;owp|_}1s+b! zZ`if%H_@l{87}i5h~`@D1vF`nt;#tQfo>~Ek({J6&B$)nWu3DIDW?#M5_bMQAvTN8 z)BnyyNiGcMBIgMg>&lNP5D$PyB^M9FXro9&(};fphYaMEM8D+uI(=9jdX;brza5^a zzunC%dDX;qr$IF78GObsh%QQXGYKnYFM{a?QPoKOu$J5u_Ft~Kj7+pY#O9zjqEFXz zuWw2lhm^V~vLQ})bEm0aOC?$)GWp(5czUrVXYrn31WIPQn^YR)x=vtVCb7#5jYXI& zn3}eEaEOafNue|0j8ynW+nA`N%!L&<_7jR0+O(XtffWw~1%m0$o`iHcB;WRIYQ^rl zfd^ajyt7B&^vQjEbr{Fc*iG1b2+Ei`QA}Ib!w3oeME4y zx6##_EYvY6B0^d-`er2yeKL@v9Y-;zkyri^{=Jh#y(Gmai+y)W^bUU3T= za2vZpmw%lJjf;ev))rV~3@uk-=gn4>zvm0Xw3j#LVIksAfoIatkePucqUGVkyW0sx(~h1zb+Pt&Un0zeL>g*-5`h(>_!8p zqE?O`IwhC|*x%*}W7FD#fA1Z`G%90C@?({l(5R()`?N%j<0L+hbxUeAC?#s6lNB%{ zeL5F8m_k^2i*^K;H`44cCM!CI$IPVkjq81FCbw{<5UC7 zUDzUjt@aApx}?=tNGlkJEhvy^zSy&wF1#VrSTIXhFsnP}b8kRtZV+NAl(Kvvw9Ir6 zMAo1xqU0^ECl9vwWc)PG%?XQX`KP^d$1+oog3(?Y#_s|q`kOG`_Pg2R7cUi2b;qMJ ze>0EB_)v%D+f0@P+uWSzsr=z3bbGgAe>uI`V>@rUZr_13-!j)e)?c1RY`l9-2dGyN zx3i!PqYd{o1!!6IIUGeZK_B`+dSIonPr*P?5*9hQ)MSGXWLZE4`}dtM#5D{^vA96o zp%nT{Md#`qZ89?L`pOjFQm>?p*7lcl3t?(N*C`7pD(~BJ@7wL2+29`QwrEF#{(wC> zgoIIz^zE5U4l)he((d&fD=p||?W!aoJiV~kQjn9JU1*)_<%!DSG( zEA`UAerZ;LXuu)?c(%8QNykw~OSi>;+(8*rOK&UIZb9zwY_JFwNI45-)QN~1se^b% zUo6zeAfO4Phz-nj!yYI%#|CL79n8j{9|8lMRMXXMpFTI=5T)1iEMXL!9MH_+&DYb# z#lXzrOygN~koOP)kdy3>4GAi_%2v9i^%M>{<=5ktmX*%gka%CKiz4+T5$&PMQzb24C?RjfQ;~F;77hgfBJvOLZ==Y*y9Hxkkw_=j6^&sS4 zIz?#tS>dTiviIUkJf65-q?$NnXw!2OMXFI+bjT7aUIi>{0c6nCvhXD2${}5D>Xc*V zs${F5m*zuKIRLT}p?OrK6_loQCqFUa^(@Z^cTI?`TP+bqU73hPSQq;MS+CPp;ko zhICzV+z6!-IPn}PVij}C)muHV>Gv@KKtx_65=sex(z%|M4!Il= z6Qgx^GWawp2!)$dC-#oOXhmRP;$t;ity+*N(dBE?t%Bj)$eGAePo#|aH(CktBWpc3 zonk$81XJrx$t7RXoU**`kEMHner=}m1K{e1z5~DSdT3|2fYD#Cp7}dTE()z&@%h&u z6d@olb}3gdMfOk*Q;eoQi94*3&!_gL)r9dGw_VyyO*CQS<8~#qSpc_{zx){c_baH@ zkapTq{_z0eVR5lj2-nvvVW5cWf4`TyJlp@!y0en<$L4W!!UOnvCiM{c3)EX1e24}?|X(=1zboKSY z1oMH@ox{L-8(fpmP!o`Ih^!V~f|5USKHJ9Ip-X)S04H$EI}o5deT6)Oaqw`_23$*b zAo#z_=}Q(R`!Xhvioo)z;cPLHdeYI0(h->Xv6|^2r&gTlj1aP~)#_eUSJg$eg>l_G zfiVT}66(lV)NK#CQwWj<2GS|+BeQae+M=BFPT2@$kalV20sb@pMdL&l4QC7I|HE~J~2hAFt73oZLw zjgVK;dg74FG@qC*Tr9<8ob8ffr0Jld9h)%wZ~XS3YeqzCcR4N}v)#{{nYxrZ*?Z&8 zlfdV@Voyc-o0MEdp*uE0JtuqSaBaRV0a)iutaT-iH!=9hJ*to>vm?{eoyp)6uG+Cn zOEPUj;HYU*T5JqZ*glG9D4B$v7Mw~pEh;5>>Mg4>;xtTMdN>3+d6%%#7%e6+&2xxM z>7oENqP)R^biHplJDF2}XnCyGXqAU)Hf;nWOha;A7K=K%ips)plT}6Sj!bI9zDAPf zAj$;-XHVn7&LZegR7;((nRQLns3NYuwjOHhOVLF43uI?lnI8mWAafw=LW)QocPJ<6 zp15)E9&i4Ip5jZdvBj!tQ~hBk@8?M5&|b!L(bq5$YCOBzeqOg%~~)6@3JM>>vZ9wXX`Pk;uZ@2 ziYzNUUN!M?;iSv2To5Oe#nfVF!!vk!KNl{~lPWr*!wao@!h^hsBl8hqh_BD>P&?2{ ztP{0%BH9@F;>fP~wdLc-4QIO2)-`@z(}mraxH3r!6NvB+Z8>`1Hp*dHMu7cD;ahx!tg=viCV3J?g@ z#J+f$-nL!eJ<-_zWpH9XESV5y>d+<6vheB--JmuP2C@jS3z*iMf(#rerc{ zUeCCMcoeSGBaSDI4fN^DeS`v9zfH3%v(}xx`Eu5YeH|fbRFtM|%kPZ}asFe|oTSL|Ln7!;XdiqJ8)idW(6ClLKuyEaHMJpBM z$--(3GcaV#5|}?pVW&DeRa8?KOyZkO9`j)bD%iCNXo_+v7YrO!!B*An$|3t)}k@G&E-4GG4Ax$~X zDf6iqUJ5(^#f7H-5xXzVR8D?1pxQOucS@X2WJrY%j( zuWHKJ&@ru?``HC+m5RcS=z{Qc;?ErS${5PV6J$>lNp?NISboFL=vLQl4=nSJ6SI## z)!-?!c+pJ$Xsxb*B_2LFL#q%Qcb!Q+dXhz;23-c{3C4uRU&7T@h$h1z`KV%V zinBjTUWWpM@1ZXFva47Dl(B4+>XU6R^aIpOY@2l9Nm7}mi*pidTI5=KTQY1tsZF{R zeU|Gkt{2NQK5Q?veoB?3w4#k%s61kJe?Jm_Y$H=3V^d}Lh@^&~-|nz&MS_T~36)2fIQBpmZwInGMO|DYNfsOs| z`!G}9a?yvIzkE^vNrl4}&_1SqV6?ivnj|w%uROpXv7D8Xc^BCtkF$Z~vzZKjM{~B+ z1DLkMduSBU!E{03TXK_ z<~mlG@KSN~;6LN{BM*vO%GDU0M#VK((|wHX>wJ=&vS$2c%752feDtb9^&fH{^hJvc zm9*F5p9O9QHyxj8wlU#{Q$#)IgplQLn#8mC1UW%n8TcB-mjB|!>C^toP z|K%*7YC)({LrQD@bs?^y+T3KShqr%FUpL$`=x`Totms(@-jA_OsZ|ubk0%mGS3@2C zTV1a5`&;kgpGx%EAAJBdT+{5p_yT)x=W_BRe?Q;U0+_J}4Wk0{yZUSDPrw^g?%1SE z`S;9PRTX8$!I#%Khj^9=y(s3E1G^y5Bg3D*2iNFFecD%rxZ9DxS+mmMdvbChK`@%i z)T2XOgFN5U+LKAvUHZEA9UGy z{g*#QW^HsV#PW=@je$WHQR(EH(#G>p6BvOxS`6_BO`ir1|C}{0Vek+)D>Y6lEcgC* z@%cF(p?6AKS{|!ZC6*AL&%M(2D9Qf)V}hr~xM=9;Q`=u^w;V$`hZq5q7odiQ1LmO1 zDDJSm$dlvZzZD4KTWz`$Qvm#BTWLrCAiF*`q)2?IvAZ(%eCH7HzpUKc@3&Nlfd3R? zou)xxogdc;N6&wX#1BWqFjkXATL9aqu+i~(5&3*BB=YcPj2EV*#pLn2Om7(shh8$`{Fe0TSsAZoDQ&$Upv zh>DL2Ve^MAj^4<#iUq3OVyMJuYdz3a8b|W;jAKE#iMD6Zda#rGY6jz_h0e0pYW!-XCxynG9m;px~lvsCN` zsj6JSxKso6aL|e%C?wGW3Sq3XR=%c)tkrMWpdJK{709Q-L=fNRsTD@mwy#+=@&<5=Xv$%pNt(6dA0&t&bbPFCV7NgxyUb^bDg-&^2w)CP`#86#8USlZ_!IOpH1c=!%_Xn zNJ_;}=CAJQ$$L(_YSw@+K`i$z*hoK~sd~2Hqn;N2l5f4HeA5a4+X$o>C0b0o{Vt|tZQsBqTNpR?_2FAsyZi(_6e8F+D!}%cY`&)UJ6v}$p^q|(sEJt z(sJ_vCf7jUSG{Lp0KQ+`-E)5w^On{msHv61Vh~}4J79|-9t>6E z%24*D&R+)#iRC;qMC-5eIJ@YJT%Hn>mscB;0o@?xXXWRR*k#0R>Uv3yz|au{*&kTM z1}9q>#0)RCBT>v-$)hc`7&%&LUahF?DNFpmcA};dTDD!ayP|olQhnEF9zjSKefPG; z2ZBQG-%n+lqxj1ce%wH;YgH*xZ`28{D%-H%R%6z|TNJ0$;W!HRX?SoXJCTJGNO z1v&7ziX4Kio#LMngJ)>Mz7+=py~^8%afg2N{zW+gRn5TJJx zez}pzd;^>Wa-Ea^xl1mV6jil{Iw9fa5DiyrN$0TAltn!?YN%d17uDx=;1teWPNq7$ z>K^Mah}th)5LdruJ%XK8l-Tm0J5`;t$ZPAp4_*Bqz${PpxV8*XLzQ&i52=Ps#+paV zku02Oy<|+Zri@19n0C^#55@Idz0ZsB<%WXvxn~9p*l_L8?NuFoheJiM3I)-7&h?od zj%f5J5ikn~$AN!TcO!3)dzI-ujF#fN*AhBI8D+g@;=47a59BcE za(hw9-Chu7-9nSuED)v70aKs%{i~dQKGRMq2e2|1lc2F04J-C)rUi$|HhVLf$GdynXfOq3l7{6uzK;&+xzc01Dbf`gumxdVev{^xH*IWOl z{Y8>H5+#z`b!B{R^&sIXj4ti!F0^FtJM8U@ zHyyUMN~uZGM*^J=^S&fjyqTJ8PTr8Ef2U0D!8-g=s4`+>alu`1{2xRAtBsM~?avV> zTn`izVU54f{iX7Dgi`U69jLnwsC2vWwzV=Fs~j}1+A6WO{0fnQki45w4+ipV`wzn& zqminD7;x+Jeckw#avVi0hq(GrjmX#c>&?TBQg_DFc}9UVS5K6VP;Ec@Uw)Cl>|&Kk znZc;6f&uV-pV4Ox$fGIMJ>6J8nszrQPdJTLGc3%EP?ezSGI*huXOX%T&Ws$aCm z(jLQT9{q*uK3W9K`E=h{>5FQ1s;Rai_B`f8BkwjA{cR3B!H2c7z&ZaInG73SzO0&~ z*1x6yPO_PWp@3B=i+V9c`R9T$7V@vjwNP6oRx~@6bcH-s9}$ZbNaJ_uhl`;>`)-s;53zH>zZVrmKA$Ph3Fh-RxxZ z!9(4uN;I4M?wBAy_*E!EI`W63OW1>KM{=a@j&U#m-Eh~;aOfWiLtL+i7qt0 zmE2h!F*E71915vpTYOf+A=AQoE;>JeR629naEC%!uvFzo&^4j4z+=ZBMNTTVO+F(T zHK>hb?n^L3GC>E(>s%z+@j=W}3y8KG(vk9g;ASTzUKjCE(=9C@dYG%2k?yfTQa)9b zi|iT^y;DE~K099-tCssn1J<=pC!c-e!^9@Zo?ZSo4{|2FK$}Rl{Lc6X+y$X%p#*eH zp{7~IJL55Ijl&HBtU@T2(c%u9!RGUo5=a)~CipIc0>pDOa>qwhpE#@lk7^Qa^X2~L z$8|$DSk#hiu+!Hw^=*xRRL|cjkj=!_xsaz&+FngG+`PceWV${6h5)&n|7Mh>f6zdf zHa{GBE1$J<9Q1u_eL@y%wBs^x64C`5+Y9mqZQB|FR*rSC6)<(6 zWHYU1a+#izUGM@CRSlEcr6Rj}rRet`aka8%G3T{m-v^ZM#A#Qoj7=d+vFezm2VBE@ zqR*yyyA{3)`8mQE)kwvQYZKpP8x^q1qpI{3S9{q8K?H&M_092Cpytp)DXU!Rp*h4r z0d*g)R%F~%(jXjST&m^Ny`(MrhJ~am8@S*9>0Y-Pg$&Sf*n19g|IY$+NWgY+iZ9=B zb~bmODP-x~?Nj6YSGvXW_vJ6-->$w1AdrATo|Dsj>rO?huz6C3CA`9Qw5i$Oq2@}` zAYY(fitGk;Z`t$bJo6^g55eUqD*VGb(XXsuM1|gi81w#vpe_^j5=#7V*(EyTh5u9< z0c@7<;N}wLsoy-2RW)qTrq1EIseNmB?>vO#M` z)WMYn=+OOV8_-ylTrFb*gZj)Sf13MACVk0?pcBwS#kDL{(Oen{0&p>)3k0{$j)~2~!?7EIT&|Bd~v!dsVC~ z=bIT1Pc}2(-a7pst}@HJgro*~AKS6b2bHKL=c``wF?8V|&m~h8E^+t|Vcj{$G`UrP zS6f2gbEJ6#jb9bScU0K>@^>2f>k0h-TCC#TZ_-BnJYo~%W;<%GoD9-HM-egJpGIVE z5r$>xtFnUp?-c#8g2dYs`HJghXQs&qBn|y(WFPvrFKGrvi`Q!(E)T*Rtka*mRD16k zu1phzg(A8nKa_z9clEUO>eT`MUNh3|==N%qa|hiZetX^gEvx>Rzh~b4CC|2)zO+#4 zr~lc4vhhCVM7~@AuFV+Lk%SIVgs#-rw-RKbn59Gk;&}kSlonNpW$w<8IV?opX*Q8^ zDoUA0`+8yCuZ0k1Wr)Yu`qkzb>loeatYKnRY~w)ph{S276+(RZzY_q|4y*FjBfjM? zeYng1ACBT7FaOE0_p3~HJ*aWNM=`CfS`rzp-^kX7K*xMDkr)X}P0slLfkJf$tK(}rFCHe{V?c9MGVh5 z{a>s%f4dDSvDfu@ei!8K<*L+I{DfXDOH!Q-_?;deHCL<0i&sQa;CW;FJ3?(wy4#gOm||r@P{>+ik81aEe4gbHL7%dovgkPXi;~9b2Q9li z^wUY;raWwIVhkudb;Df-MI<)yEQj%u9)JRe;pB+-&fjd@le~uoWw#dF#wMe+6)3j* zwDaK~RRbE#SEW{4+)vll)o)(FZ8kmphd_hfwI-|CCfWWqJ$k%=+zT6%UFAoe!CnU2 zJaE^7o#B1DY)(BJDm4j~yZ$?{j!j=@)r*T8r-#>dPri#da#C9Rq#+QwgvW6v z3wGmAvK)&cAChixYA&Eh$e(7C%?SRU{5iA=btB2!Nz2+9?oXF7?CY%dZ(Rw092Rdp z$gB|zAT7qf+!-of`tX`-thoPF9nE1siJgpA)9QpYJ8(+EFYf&+wLc4BUFIe(ElEiM zE^NVgA;oSAe>&X3xE)H2BS~sd-1~OS6_DbM8%oQ|NB~C0_W~~P? zZik4YR>fEEe&BvEvN+`Cz7a5Ay*rXCYu;gvlC-^VEVFpBXTr)T+Q`P9NXg%4G0Qn6 z{zjWiVf~3G^$?&y_n(xgDymJoL_l7{<)c!b8^{U;BOWV=CRYy%qt6UK0rwzsDBzQ>Zw07H0UZHe70f=Rn1!sJBy2L?_^bNYY{T;-?%!J= zznOX+V>vtDIDG@^Raia^bfa12s40+MzS1+I3esPNM5RMd^IrN9lsoPh=ekZe-bUZ2 z#dhrRmMMcItx8pdpD^$h_Lf9Q-H#3GP9Nu~ao<~48v@Vz9Hjj!KGX*;x*h*H{*-X= zPai-Vs384MImA~4?v<_3EiB*Wz3Y3;Hp=qvX5XaI*YMu$xgQ;U9eKMBkp^(MNgZ!< z`dk`2H!%ki5o5~WyixQ&{H3RUFdF{q*`IN2ognL8SuPLauLUrUd1bF>80 zSW5sl%{l-5=I-;GZO8~aB_Ma=+NWlWRJ2fCjxm*+#-%@MTw1&a8+sjhc4in%BAgVv z@&eIw36Fd}-b_&8vOvXBClO|Ez>5fd*?CCnY2<{;>?a;0*GNQxWL~&wAQ|G262hlX z_^a`CDF$Rxwt%4nYO8bg!eBMa>deIf&Qp}wJQL9zwuP6lJoz{KkBLW+P0g?W!UNqiE{VCr0~i#4+Ox63}y=N zB7Hmr$&HwJD`63@HA~(Ip`v(Ci`QKYPoDG(ww0s~+{sN!P2;15NBf%{(ih^4lERv= z!-=vcCe03I4zK04=4!+mUA8ty_81YxS?H0;P?3<;S8)myYuaM_^vQnT(D4yTz(2j>h%9GoCKkWeZvvH# ziU)eKjRK104`E~15vpL|D1{IuVE*_m+YD3gS_;^iIzJEtp2YWhj{K=eGEzHo+W@Na ztUdiOLYuR%ebq)gh9u?8h=^E85Z3FWfMTGbqZYh6v(~flV7Y(salU!e5$zTIhsHWr z-WnrtcUQlTGN2>x?Y~iP^41B?ZI_DW3mfEj2jC|63#VRV1A}w{zepyIn3x|X2kEKl zUyR`maiMz1<2jw}9jFcsp(MnunMVx!NK@A?xScy0S=fA2=ylYTEvExLQ4s zm4fCq%-`N!$|WgE8ye?n-JXw1ZWr>*OK%qx<#;b{!pnc7m&KABeD!#9XNi?&L12aN z7!kAafo-LpPH^TV7fOpEfioIrVV;9AGvT#7d8WJUACsdS4^D%l`R4^q@*y<(krJ6= zlA4@ocq(b%d2TjqNgsX^t>RxP6NNkal;gmE`#_9C+#PSj8#?v&?C`i&%^ys)>4ElU z@J8`&=#bwW`B^RUVE~nvD3F6eFpF|1l!rDRemVe3gsf9Ptf>3)GY*`Pk^wPNl`nL2 zP#@6;5e%7c-1#5bYG+1id8?W(s3L><`Of8k$`h z_gR)-($)89$8IE5R~;>}n|9e}yLvKfxofqSqEuReO)1CcXN_1~KfRzA=J=Cpk8;$| zs>@$iBgxq&HjyEqV1~(#O$u^^2e~GoM`pEi3o=KUtu%~F#X(UAVrhDRO#FH1zul|Q zHLf}0-V8>rMVc0`vV=OVd@~u!5+hyAzS;1j_gjJ%)+;_!a&laBfjl)kcRZ`aq5QBy z+Yv$i_6ko_?M6@z`F8jm>X$!2roc8z0!AaZKa~7U5&i>8}$Uk_v z$`_q}YR$HwoQJqq@|hxu{4y*Dhg^F~Np2)k4(>}|wk0^2I*e>4a^-!LG&Kfbz&Od` zeM{*=1%5JohVZ!cC#GLEQU6iFpn`cWE6mX7(b?awHm~ij4AbVqUCI0nt?zz03|fIPd!pC)kQ`mxyJJ$aZ$S zrCC+3Yi;oiotXf_ns-8@R7M%eud+xX!0|o|k!E0tCp{(z13P7gte#zxZoN3qd*;Z? z6|n_3RG|-~<|=c_%ug~UXKmD|E`)l2k8D&&^wwTHdFE*0*)0wc9m&V&<_eJZ^Zo)m zom;Q+UOfCG!&bnbWl5#?7RM?G;-RNETigb%iXoy2V~~rY4gNYOzSrqZPrRZ(Y@VKM zz^+ujy!MdvVB5*w=L8n^Sh)O-n)8=w?u4K|dV~#m=6gH)*&j}Z+=i?lfZro2 z_MzteZxc*n4yr<<4igPH#2|-7Z`p0)4qLew)HjjVV{5aO*MNHvA5a?T2x^6 za{88B%2y7@W+i9+{?cps)s^=}ORh+Qcvv#lORAZLnk7tcDz*>kt&-Z;=D;JSj2Z^6 zfuF$?-^Ul$r!$|pe?z!O^FDoGlqV&dYD+TFBbGd=$tbvrC7m0QUTQ)o-{qPdZa#PJ ze4CN<-C&EmA-V|v_H2&vPb5@L%ou|jm7=sgT-devJ08K5uVcMojBcfb>jmQ%*F{h8 z@(;#dZ5T7TV6<6`r|$?mxTvA;FgtH{@FohO9-W}twgG4#R#!Q0ua#+)Bk#v7A0B#> ztZ%;Lc8lUWH5~0qpvSC%&f*7DZ;%sm;h99E7Jss23`r>(@F8-NW3x7q5;jnnv1^lj zG#uaAlb%E9TGaQrCnvA1NX3xR{1nT#X|POgRq_~nsw}uhHdLLVpS$%-c%(bU5?-ks z?z)#=HCtLe-@!m+hXmg$7bAe zCe*J<1=zH91$w8v!F?Vn@K=l5OVJPQV4F}v&n`n#B>9X4A-)oVrhFamOZfV90hA~{m!(6%}&zZ`Zk4sh2iD%w4cxLAA zgY=h{!%U1e1M~XL7UuQU&3&C4$YxoI1fIne_O>iP?oH_mfQf*##S7~NwcWV(2oxnD!ZT$#X9lSeyPfsRE|R_2)PfIFfZ;U$$KYDLk;V-V+D@OLyajNCgrb-e)l- zKaL&IU*y{jKH$MX+LGDTneYu{^jPABkk@{Qd*U^eqBMy?&a#3{CRy$0bN!fjeyjZ4 z5=8mhPl@ESB|pf>l|@AGS85Jz?qh!GNCkkOt#5UX*yo%)FLfApvf@*w0J(S8`OkoY zy(2*j7jo1CXM}I$zl4Am{wzoCe+@8$12~wHj&$>c(SL87D8hfvIIWQE4nmmW#o*#X zee*F=ThfDrLw2a*>@P{N3pTigBE5KE+XzQqdJ(K1^V4)VCbWxJG>^o6;f`*_>#pf;=UY0zAEWo+rQ?+KxBTjG~P_eG(VGIewn|wNZx+$bMhu}ml{>-5$PykjS7aPQJ)n1aJG>##6q~g;6cHJFxPG&9Kx*C-6u)8$vLscJC*n# zVtUY`OcnFMzq7$lcOQDaalW1we>CRIycq3?a<4{#GM#s^9lE+>N*uACFs>Drv=P-A zvh}msbh46qSRHJ&_xtC%%sBU+#6ibTz&zqJ@KVQ)(!+arkuYxMB^n$uBE~TDh*Oe@ z;ol|hnog6qxN{R5lmDaXD}(Clnr3ke?(XjH?hxDw?rsTwaCditI|O%kw*bN2A-HSc z?&q!hRh_Eyf3LM>dV0ENoDk;xu3KPtN$!iTd`MnrAA=iISDxN`%$K;oQpuIZ6k|m} z_`ReW6_#1tFpD>cQRSp0QWqJ8=ujKmC|2e}aJJ)`RAzMfI*Wz=ynWc$>P)uijC+W~ zjE>=yOYyW(gMbD`_JA9R1)G*zm?X=|I1$jz-?whR=wB_u*YhC&&l%nOx$tK!WR1-w1unG4}=rEBTneA2KmCgv2ehs#K2TG;PJz7>o z_}dZ#=A{U%sbi zQ4C^J<3-!L8;>8`+n0UpO?mQ*qvQln>5%GSm@As@3_nNwd8xfkM$V3Nnc9DFA{!49 z2Lpk9z&Yp(hfuL%fh`nkf*O-muL*g_62`%lRYL{oW;-X=#mP4f8;|3Ju3_J=QC^Z$ zS@0SDs8QPTcQm~#zIKIRp?uCpct3c!pV>h9)6{w{EO#M>fVw@ zS-Y}rMFaJru|aw#bmpCwy5<;`*;R(>u|Oe4#k&79kjP!52p@R@d})MS1A`nYh0O2@ zhuW}DWgAs^`MtgH7YFoVJ4^9|KK@}JcJ?3G)3&RBW>-4cg}uOKO&fto-iw!-7c2tB9QG^_ zV5Fv(iR)XGi3Wn zLPa3@fcNcd^@a)uyYuaeTnle{dnOQ2m&XKF4Cs>C?Uo#dxmx(?N|19y7`R!T={URT zZ!I41;mJz|dWun|iZpKWHG3QEu-|onjnzA}q=j}aAqCLh98=Gl=nzR0Gz&VQ@q6{Y z33yoPC!ExpX&{P$P`M|hB;yM)7L2fM$FIyE&^{bg+jHJF>EeFFx6k3eW)kE@ffaBH$54_)4dj)PFP!~w z!OrvCrrEh;y!fc$R+v`Wt^2HVd2erNix?F`8Tvs^cEy3fOJaps+T=s}6|}~F>i6p9 zFuG@QxL~D^*!B&Xg_gybq8p7%WBOgV4?3)NB;0P>gXv@6;}blpG$JRaWc;}3Gf?iAq!lat%W&$VJ{;Pp)_RxL6{I@FGZJVgL3wieMR5E}qo2HWhkM z+@rXhfckXbk|PCzIg{Lqv%#78a5%lJY3h=)<&X&ZOPA_q1kyy9;AbBQ6QS-i^xw{3 z-rtT{5lqbA%To4e&31&%MHS0ePH8coLW4whMz^-FpnKE8yVsHZn3U1aHinL8)^vYk zI+R~T?m}hF^6d90J{jDCXd*#m#haBsFA>Nt_%m!_6tIGy*IiUNLo3?p5ET$p#zB!P z63h8H4x^esd9xhwFkAJt<{g`nqF?0o!PonO+<(`(tr=f6NOaLAq3^5$(Vvo& zR{+?5Qi(@v0^Pz)utL9-;eRqMvEuJ6g4_$j{qKdSiRXLa6N5gIz36WKWGkD55P)y@ z2OA9rSDWve8W{JH7D@u!Ya?(ZL!LtGk7pkl|Mqm_{PwRQ30EefX3^;Do<{?d@b>;U2#Qs4bz52|P-ZIE4w4}a@34uxmQ@$ye zAj1C*mV1=A1FWQg-w{jU%@vo0H*xkxC2B$TY}@F43XFyvIyNjHKxT}ZnE8_+?r=m1 zYDrTRa&Oio(&m-L$5exkv-gN>nOvW&1Y!SKTG~rBt0lGn5?o;{s{Pwo|64g&Emn~_ zxTYFf42%mGh|4zP@TK$H>GNUlCwibt-wv!kBy39%^hKeVfHf=ktzLp8ys3)h`zCKq zlu>9klOD@UH?S!wrK!w}FX54JDZ_q!Z}~Q&nVwn>2H9m(|zI0$v1p1+jPYpOp50>MD9^(th4c zh{FL45AXdFS(j*UKoL${;itaHh|K6*qx-J!N-y6nf#hHEy5`ls#pJlMq?!;Y_&G_; z+g~w~q=7_#k@Y)2)}XiZp734wYAOL$tiVp!K&A(gi+%{YKFEO(#W)n283ISR?hD3l$`7jy9E*}&!BFuG z^)&LrC!-3n8p$R5+sV=SN~|XCDfGynL9Yf1+M_F4`}IQMJ?f$L`CsiIlaWKN|bqDap`(yR?z?Kbc zZyfBInaPhel|TeZG$}#iaP}(W%N0WRHTS|+x6tPiZB)cz188~=Eo{HjU%CIM1t@O$ zG6+%8QASec0HJQ>>lI$@uov>Y_MWt1uL3sj2t^nmikBp;l zE%qhrH&mJ>+P-Omy`=9lN3O(oxIpIs9V^B^Ps~m@AHMI~{cX6cN-*|Z^?4_fxfSFn zHHlw+Ih~CwWvOI(LSgl0gY0(3hTGG*F6UXX5OrAawEGv6dB6Jpgw`I#3(0B0NK&rX zc>Gu~&2rl7=eav@Lsly2byQz>4)+8!Oz`&t)=5=0qc64nhM~Q-hW?wPTP-W8G zw|!gu+C5o?{Fb{KzD@EX^sGf3=Lp+Ijcl)}=1}H^Sph&hIa7a0ikjk#$DL))j2 z@+yzL;RgZt?g@dt+s}cqF|n zBIWOeCP6hFEuto~_-d;!w=HMEYQV6BaA$tq?jNgY5BCm#6|r$}J`Mg|;f^?qk!-5v zx8@+~b7p`SqK=vMD(sqVR1+pEjroGN5|Wl5e|w zIx(z4idy8d?H{r%26{>e1XWFfE1nRx8Z=sHlScBf*(}S$WsUr^%zHkAwX+)`ZoK>M z5RDXXRB1jf0;X!9AX7SJ=O*H`r=_hf{d}&SA@;m*twUyC>vj3dT~^A|N#4mQj^9)0 z&rUt*UF+lZ8|Q8=uik@$402g7W;G|NHKfidOgtoH($F#B>sLBfK&)qc8!@1{P~3J5 zdh_P7{ivjFuYoZONc*5Th6~h&#!5-v7_k(hG@RHn8(ldxYr6`4yKY7KWQyctM1!G* zk-fC1YLCe0!*^dH6AvktRe{D*lNBde4BM({SnEju03oe4pN)P{?mx%N*$@-(+omo~ zNg-c?v8^;0oIZ&7ig+gf+mBQu^6!*ECw8h4$C45ICbb(D@R=*Ga0m^XD z4vr$m@ZOZheGlOgK|@-$c&7XV!h^9}oQdxY?$vZv@UU+e?Y{^8Ca=?UtU z*p)ohd%f*9*^EfM*8e)#>S9VTD^l3_GI+7>6ppW*9GW4SDmhsxD=lt|@cyH5mI?Uw z^v{rf=OS$+ztR;gTh|qba;QB@G%{CGf${?&7;_d&qSZ^kimxpQoSUjZ&2jS=p(nT# zT~<3fPyZDAL#u+Df!l}kQKYc-HPpR_2!*FO=}B!w2s>pi_s~2gwdrhitum^e;)k4C zFlFK{KHu}@eLtuSM;}r~_U%lSQ)mMU6u(I-W|^_5@&ikuXeSP_=#}WAFm`=&CRQoN zNFc8F4XD2bKA$`gUN`Q@P!T9)`qyn(IUxnk6G+9-WD$#9RmIEfUJhGp>C0(#9MVUq zCik^N5%_++0BpdYg=H}phtLGKyVt=#ti*%2G*|JyhisfV4g=@Wji}O45&QUodE^HM z8Q7>%Vb?Xc%*eZ_@7G1>sn4jwA!jFNbtCmK$a#?ZLa;TFsLu?A$Bw@c#)lI03&G#RXU))L6 z7Zcr)Uf8C2l|E*PRDo|x`gnTNumdQU)anTWqq2LX|o7!R54kA=|<$NmM?Z*^(*7I(53THUNF84 zn=^JJPD|8N3+bhWdh{`1E8V|t|M)!rk7H}$1%FrVvPZ~ge#d+BF=;cH=HeIYrAxy7fv*iXdZIkAl{X@<2Fza9q3b6VGS#(xe4 zOBwfWIxN{8hOe$`XAO#_&cCj7mF<7HqzXyBwpH*2>q%h*?Z^Y~=sQU2@@6~FmO_b6P21-p!-30e4_t++!<{ZNH37FEL!0zR^ zlPXn;y!1j^C^Ip8gH9|%D?Xc2%yJXky76}S*=g&ZPOqPyQE?yzqgJq_TKWoLC^h1m zRB+WHyX@OguTnsT`Od};l-?x%fyHC!>NyruvyFvPpdby6|9#Y>9#l*;Le!jNe6irndtr zaC0FdlMuETlk>i~0qt)P&$d1%m1hHbEM1}XeYlY^uJc14_6?hnsBDu{rb)Sygf1F| z=+oBH(3*iz*`gcR;S-64ik!+6#nfgLvGb3jFnBX-PT!iQvo~;ft1IboQ6NF-LJtxR zC!bSoUpu~V{k>Jd{1%sisA$S6oS~5BGB;#bo%5AeMa5z-*hy1wuHS?4fw|WD9OO=t z%li&R*Y?Mb25myP8Z|AgM7hzNwT&LFS;&t*j-Z{O-fgqQsx`a+kBG)+tcBcKtZ18|t-)0BwOJ5(jz0Il`^%a#klAYof3s+IMu{e;Lzo=}bMnH_d5v3L9 z+$89m`w=-MWV9FkSWR`mXz#2b_;lSD=@;1>9eReUpNPn^Ql+`HDb6t+lbBWYdphVm zd2}1pHsJO89QFN#(@RJ4AwX$K8xqx;(?lgDC6^|horvfq7{%&mxDK2YQMq=Xq($zL z&l8(kZ{P5mB<_Um*Fg<5?t8_B$(O|Xjg0@3hv~*TaLn6qKp3SV*YN^g-Gs0#jsiCLVIc(eY{DxByRf$GrM|~AlNh&>xS{$5FU@00b&1Ab9ibG#bJ~K+TZeEyS zTc3z2lem5*-eC0GWqe#elu>V|smD+ru^8`kH1M%Q(P5BCjSr>)S0P4mXY2&+`>{sV zlAOTF0hk>ALB`kea_ouvgmei1zWDC9NAjs~ldJk<`F%Uj@0T8STxj;3wA5bpl({%) zLTJM{ET5+16eF2o;rKoEgmNG{*nI59IJ?F#H^Smu|E=7F;=H}2O@30#53BB{UZxi0 z`KMp%#PhFRg=({KGpUKeOV$V5)T#W^jc~7QFT=}k1Xs0&#R(N8Ke^7W{S8{Jnj0+W zhE#atpNWs{dRbkw8v~HP6!d=vpaTOLBg!&WwH`$Hwa*Rx@bN> z8a@I7$s=A0lOGtbDkx%DZB>G~8T|#MoUB-CF1oR4jD#a^zU&**;|7E^zs}5@k;F$3Q=Tq7T9HHdpf>T}sn&wl=NUvJpe(q$t%Ac1@hb zK`(iN)j^6E5WAKw({BXOXe5&$l7Im2FO$QSb5eO4)H)Eo&bmjW*=K?k;X& zv|iPq2Rdu&+RLZS_w9n$|6Ne&X1#Xg@oe(Y=^3Rtpqdw{;R3N;iNA0f_-?PZjAG;?rEjJ^=8MGPfbWief?oT zyRuk3k^yx#5|BC!FV}v&2Jv#KMS{R{tmbGnpm|uUo=k|xL9JRLc zh<)(&vVgp#QAc@or#jD+mRXx8RAykQC3as;OBZBTk7SStD<#{*N}lkqp8R5s?aWJz}x%&=N+M#G? z-OCw?&>oB1(;7viJR_}?Y+4Rg8k)0bA)?cLJN1fz(JXQ9@N}U5ZWJ{JMlKlIMZ1Xp z8JoC?1CLOve9!Q&Sm~YNXjjampaN2nqJtjV0TEbD?~%9t*;-g~?a!g1Vff$7S>;!y z_w-Vlq$&_VCEj??h)L@_5Gk(_RKy$c6K<7S;*je~;41+asfKFftWLt;r01=LvIRrE zM0YS}!&3#J#|E)C!>fcV9k%V$?*kPc$|kJ**3ZB2%F^g+XnqC|+S!UrHS5GG#wmX7 z8fEzM5kLZZx{}KHGPq?y<57|AN%1GpJ&C^J^_f#sg$&kWNNMP|Ybku*+It1`YAvP9 zY)J!)Hjp7exn4&~5f#SyQ}hYU@^pS4QH9RNCtxky4pe`&@zN1d&i;#4h{NHiN#e!z zxbwMAhWunKlycOt^*qF<>#CwKzfR`-Fj4&la&wyO;6fl*=G&l&LARc_TAnTrv&}0@ z%}B~!w@|vn8asi7T(>ns3xoh8Xl$F7@D#6qm-s91N#ycVW*+`O3hTQwFX6SCp(NUH z3@@aYmh|}rZcRo91W8-Nxsy?vN??&ye5qkusaRG@j5h>B+%Kzor?3jvunLoNmGsu_ zO~ky>aG>Mb^)kxC#?1}st~v+;=t z3{#8^y*z+WQjo-i#dWQ#X4vP6nt4D+CMKW!3O(uHB2^TS`3&{mtnxWY+d(3MV9jr}wjsy>4R(0A-<2&cr&qi6rXD zprn$M%0KWoj?>kCcA%Qj;}#oSGF^gF;mlnXbXWw z&>aQ2+be?5pS!RvFpLdsyzaL%rZqwA_-{&PWW%B6t4?k+P_M`%sEhj!|J=YG-R5vt z#iS|#mN*1eoD(|~5Mq624Ki5l{JpOG*vcZ~>ebIsJJr2z=PB-Kz%R>iJ--hN{JH>gdnhY?gP&%EpSGtpE<#~ zc?~W|3iWhlM6+piTkUHtMpBq|LEI?VP;D8X!Z-sh?c;ntesP{ARP|RJGQjcDkb75*H{@Bm)a(A18jxvnWnk?o?vx>3`*l;Dn zfrA4|+6?-pOfzyk#mHm0NRdO4|G44ZYK87S|J&zeToV~Ye*vTE!O`cP5Dbh7DD--$ zVi)+`?eLq~yw_tNBVD|&5lT)p$cPzxWPvf;q3D`@OAT}_p{cSU zs|-F|!mf+%y9fQrZM?3De^hoNzQOXX){a#o2BM=DnW565aayk!L&~_Q@L@G5QbTG_ zZ+T>w_Ry#;J|XTQf0@q>F2<2qD}eZwK23Qkx@5M8TwJ_A?p8u4o() zZ4oZeUv_rd@0P@ptunUN)qr0;ws7E})7O;)wOBNCEv*-SK_6n9BPC81VCY}6LY|kW zQ3`YhgWL`Ll{Yzi^~T4)nS(k52Poqbg3#&ai-)DvIQasBhv9>PCwX^r7jJ1#1GH1s zs}Dc;t?Lk@={3Z{5XI2)5$FLf?`lE&HQs5uo z<-DhP5Ss!LPJPiNi1nq~s7e7;2?^ppSf2lRHY!d?%Y-{UV$mFU&DEpC$en&d{G^@Y-Q801`Ko$|k! zWcnifA4Tk5EM)wIL~S0^-6zhj#Xp_ZlsH3CT^YVtn;Ws5v0I|&X}K-_ZRVwhkWE6m zG6Li;)=aX6s8XT-_NJ+M< zxcgchf(B_AE~Rb|eI@D){7E@I##3s*Tgz6uN9J<{Z?PQR8^q+#UsiA3i0XqYljls% z;prs8EoWxW!;rnA3(gppMn9!YDZzn0F5G)Dl#P54VH(*KT*MH0#sH=`oLB&uz}VH& zWlM0iW&a}j_x|eLzS=_*Jv$0)I+zMy+N9bqx!kpOxp`lKiEa8BN2zjeC1$>(-atpW zoNckZqZ%%&yeNnlO6NO|yAJV)ahJl@kA9JZ(Y_(DXD&gq%UHq{`n2NF6OT@t3EC#g zQ465AHKa6BH`)4S(+<05-gCEty@q+m6eSTe9e-+t-xy=X)?w#@8;=E4nZvxr`JFAdEE_# z{&;t1SIAlva%Nx9a=$TQ0Nv6kW4I>EKxezzk9b=jFB-mfA=;QT;$!^d=f65m=KdRD znFfc@q=%FTx@umGAA|xasT?|s|K-ib2dkUM-BvUZ2h13$8(Bb1r(aZ|XtAVh3=|eU z?ga{Aegl19KW<$mj#D9Rl>Ww~?cbY3Ae>09{pfNxECJXAeyt`ig4EcR{It7u7U<^Y z=8T_NL&o+A&$SQqxpC$lh*D?*X*FX`fUloj3lK2ejP1u8kMKeE1nYzSu;blFZf3(x z<<>P9XE&uWvld>Cfpr(EqkYR1(WE9ppjx~myBKac&P>;|m|e8YayLAZ1nvk`*0-OL zg>+CD{p?;wVCT1&;kp zGun#4#m@5ePL(Goo1*hz?80B0p+dF@94Vmrd2`X(BUF1;6*D}Vmd3>EeMB1>K2;bp zfrbabM$K=mX^^@+P87Z%e6L!qD(zq1AjJzVUT$~9L@qSR?I>~NL~$oD_9QC}snA~& z3ApeG)d3LD*o-%8-$~)s1s(38IhElE6EX!Qwn(4OOyvajEdcgJ!C~sAxuu|5-?IWL z12?-bahJllQZBbM*V9xIOO4g%QeL57F_nkuftf|%9OOvSa~oVsIu+XAdJ76>^~k3hOERxX<-|cowXC;m!*z^H}e?zxKW7C3$PWo zi<)BnvRRpkiiPy5p+$o-Y}!0l2dx4IN=@n)38cGCKKQ1RlBT?Y7xV7=>p7XS>La&O z>8)SE-9CIGX;njPX=4bv{ksTZVkk-@~ODL!-{>&E*EWitpX&4Ds+G>Vy%m?GDq3)iw zJfJwop490+((}Bwdzrctnq1ar?$RKa?fbxa3bs3l0LG^MG0|hM14B@a2yPV9cj&|? zu9;GG^*Lh5>&FPs16v;JZ&B)`*c=LcNUUsXlIVn+PjROm$ILuAQ+>DCH!{_GYLQys zKL76=plpmPfZlRtXU(@^vCc>i}_aE7cZ{dh*&dTpqzh6Qp_~^wW zDU?VjFe-hE$qwBAuINjG#(v~vGZquZIjDU)c<_hvo#La|B21BKMv@~7eOATu@R|YW zfl~JR5{*06wrCaw|Lx-)aZ&Apv(XYif53G-aFm=~%iZhAXHUa4EW9D=bpOnQp9e}Oaf{-FA=L0#QU_G*dwU4NX)Z&P{=OtUny%mdQb$kSG{tC& z4nx-*3t-`JSuPD0M-5yBbF^uv8jVX=Wfc4gn_b0i=In@C02LYCMX4#Y?o(BqNq){= zS&7adpB#Fd0>khigo=Eixe1#hnMFkuhnXU(nv%FZ1M=i_MzR*i z2xE(JCP$=WG&y>~v)AA@_4QcY?wS96cs4M%AcOYvOX@g3bl4yid zcGIfl&(o_yfq$QyQIk81x%662^^6L_SLgV}G5pPJe*Gswj-NYxjuq=_M(TS*%a4!S%t z+Jw8#U(`(OI9V>A%}*>@QqnTuT#;NSl*5&qrtKxbD1k-B3NAo1r(Rg6(dXMOP{F7} z%1YD+8IEI>KLCO!szLVYdAPIoXgQ`nuwjc$qxVWwjn`Ul@-SVx zECG68!|GfDzxUFk@oe5jASbh!AcZ*cc!HG$?GJhO$xL#bEEUl%?^H=QGhJ*$&jQi@ zU;JOBR7jO40sF+wjh=|%bx(SI*LBHRPYAP7Iu-ar{J%^qD|wkE95n+LQ3sx0SSeN9 z((oIGOKsqqnX>wv#`3l!GMu)W>dTiTn;h6zgeJ)od0-P*zfW7kZIdsBP!gUCi+TZj|rOcYNtK6Or*z@{~ zHnU-b>-3pi)Ui!^OvgP+6jw)XiZnTW3ScONbO1G3G`JWjQ|pOIR1>FhYmc>_p;Y%^ z;YzM<{-=oQl&5#8v`D5r1W-(X;=<&$j}vfPh;NN@-3n7l zASZ8k3(`o$jVEBRV`gf+m-6Aq1iwG(q5xJW4miQ(sX)7(2$Z#$mjw651Pk)3BY}C# z6giMheUFC_P(e`gQJ13b)f~20MLk;7llFMPhV~DElH1xpl?WY zVw2+ThGBMW2R|bGhw7gPA6xIlzuv+j6|73EG<61BxgM*BQR^bE0?6HNaAsvAq_bn? z9Tf-@h;;Yl%4J^L3q3}pUc$w+QHUDL3#B^ZM+@ComBmSSI{XM^H(;ta%Qu0B2yXBN9#M>8FhV5k{LJCn7{mph?P2*B}sy6zXD zjt-qyc0_hzn!45dRO@spsjn`u5R!*e+-5uh$2qT{v6}OMEU%Bv4bS*@>#D z$7usV$QFckbIwKxi6XeuPZ2?CE*FNbj!F_yWToh(^4GTS-|}{R&9{rf*^OG;h53w% z0VnR1H3apkGl<0peIUAMH(9`tPJom_C@D7394u1-)mHtjs1Lr6JB%T!fjWoxg^FV1 zZD-W8;|crh=3-&=RR=!~;OGh%tP6XV(S~#M1{0qL6da9oaI&E&4*!iu$+97h@62H6J z7A?l}rq3H7^3BSu`~bS%X|v*8)rMB6kM|Y}zs^uT~<1VG?0khyoxZW(h;!K>p^mu~?$0rDr;rIc1UzTfhe1gwnX zwnLYrdBh#6g!4zBvQ;Z#_=7SwKF%%}t1habpN#x_o1gQA^wun*RF)fA0u=VNiaQK{ zzhMT{uJ`oNkG+{~dm?dT0UoRg{ zoIOwnh||cz&1oA$`l{d;X@{g-FmZW;O%V4pZx*M&z7P5d-mc4_M!+D3<~Yso5!>n3 zr826nJU|g|F4R<<%PRzOl9^my6XI{#^eKP5(wx{BehZ9lKh6d9Bsy3&>&F7>S*Nw_ zsh_&^sY2SITsLfSi`fqQ+%Mn&59X;v$=80$mWbJ|_+oplY5(XD7Vdwwk@d~`KId|< zySE(&Yn@@IV+5K{;eAtUDYa`Z?r8ZGQppV>uZK~=!KSkGW9`OIeRx8=fQV<|oYOI* zyC7c^$gugJ_9CT33(_CIIGM>F-4OvdjXe?f^@AWlFxC{-h{KT~jzOZ5L+nAiY|w5; z*e$2ut!sbjVrJ=5Vu?c}kt3c|YuHb+vQV3AP1M786Z)!02iJ*5aX%KNlm!lE)Qloj zEyTO%fp8q32MY*P0r8jyJ0Q?SJBwjp;$~OWU^Q;|j!&oY^R!=WBwvu?Nr=F8-f(iD zeLOR{iQuY=E2W4O2c~R`FEp?Md~eQD0j=L#(}CYhMk-a4P{1ECo1VK`-thLimUzVD zbJl}xS~)plR61_MqH_8DoOxudW7+>pzNnu7`nYX6vup%mlyP_m&zu{khcv0d# zWYoidilf1rWl0?Bnj% z=%v(QjXW<8e?LHH8y-?ZGL04^LgYTVb>2>)dX`}HVv%y}X*%X&d2Xmj(9IGo zDJA2jT`2r1y!9rd-fYD^40wQV-mhU!@1=jHBBx4yyf|ZD#S+tjd-QVHJ)#!S{?t59GF@BZY;!zD?@Ly+>Wn- zI!~-lnv4CPy-uX#Q095;D4y}gKUGr9B_R*l#?K=s;TMdZLW{$Z9?PgZ&`dw3romOl zPAYZNN6Ga>4V3Nk&SXaj@*j!^`MIOeyKCVV=TsOc;3|>6cd{0{ROFYB{?f`I?>eVL z`Qqez&>MB#p+}p-qTQu`{WnV1lqfYs{MMTS;k3?&F#`dHc_viJl{^TJxg3X-O14=4 zUJ_GC(Zc`DcIcnLr3~<`RZXY!!EOXA-qYv1RQ`IWJp!JqBNzF>d)CJW(AN**uYp@j zhUfpvx>v-m0tl(Uw}G+=fFnl*afFTeOOgIWBUOq(rID0X|7L&Cgh*9Li6JA&MdcOc z{+rTkWRiMZ3FD>*@YSmMV$}(5H#Cn+W@6svO8GjePsqQC7qnL45X~S1qBYtd2R`|u zVOdNZm_@N3&U3g)VOpW7%Rsl@;L{c7@?&cgHwGD<1oQ>P5ec>>m+Dw-fmGw4=}22N zGq`OKqBvj~pWAWj>)m){IdRnC7wN>hrN0ELpK6M##@&@xOZ6ZcEhb+Rj>8Tp6VCG=5DPmm>lLFg2{S zqPdACMou&|MkMjrHP8h0XnxOZv`FGviKqg25`&R28xM1xw^wF(49JG*I0kM8o`0X! zGdVOxGpQ=ysH)EDJadYC$>2M&1~fdSw6zpR-3V$1EoUterD4%xV8sM%0P!9=VA=g> zD=3tZVn=6H^o33E&Yh2Lv4PIEHvGC;hZY12GbEf`+H+S;nMpA?iEN(afto!9)BcmT zQAK4B;p5)OpL{=yaJ(|lvNOgca}Mq-aY3f8-I7DFC3RfxRq1KB^Yge9ZVD=*VJksn zRhNbA+?%k$FlH*D#*LY@QpFN$Xgktu`Wk=3fAimojjmsime>%{nAlb{+3_9O`Pdd3 zOB5INEJ){q;3B_ZM6)og7__PQnAv|q3ZNDs+(5aObbr^T($~`un^ng}8#5Mwsi5ps zVNf83sP(^U2ktq7VAAYF6GUkgcrUjMXEC%5Ppfj{f)33uiDvzrySr0@^T9+8nLeJ| zh^Nv1*6TXA)rA=Onq({qe5Y=zNV$vtOUgO&UKIdlh7i#5!qq=o=n(_ zLNo!qVD_p2_pDzWN1b7;LTBP)SywqnCzM{tN%ST3ws^bvm5$Z&mno55df%+T&J)}L zmoD_sYwm;R=}S5*9|wF(7T39Qn431uCFjeQn}Eirj)~8&q*;bJ4WUm5d zt3vDsCCJT3Ypyay@n97$aBOIi+coU=Q2px!W63~EY1x+|<`QEM(MMx}>u zv)pxFS*)3kr6G$$HAR#uvCvNaemmJ4QoGjr=hILNQ)&ZTe5)2PO$65jXL5X%UHe+t zP}a>n45l&Z+xSh3it5O%x4s=NY?T`WT|&~!BXu0a3}}&`KYnb7JI8`OY4NmK#z|(j z>rM%B1rKFPI;Q#(b7%gP@4(80Z6M~kZ9*Ki&;^Kdq&0b`1-5A=U@Uw5-x`QFqcxN@ zCBUvSxMcJQsj00;xIWi)1b+Gx-2ty6&IAmp&W9sUB=8Q4(Kj$pTBqMFPj&ro>hfrsoaze z4zWw{aqi7z(g%@`%h9F=(O2-Y`#>!}*94B%`@G0*XA1jV)YtA-BrBsO8BUf8a&VQB zhpdH`xr~Cd+Ot*Wi^o=>&PGIZq4&pMJ+obQSiI;-M^j&dsZ{GEcvOA-5T+N9mt0#Y zRZn^IsyxSgOS94izDR{BkZGB!*v=kU0Xd*qI=T9y@XM!8+8#~{4 z0g&1zk1PlX65AnXrj^PuU(hODQW4oRQ33&*nxk8Nxey<7t4e9pv3{|E_NExP_OwCj zL*uQN&wrK-$TN$`*6szEo5gf3 zEtD=t7T|{ri)=N8F$3>xU{=tPT^|JB+3pasq-Lpw=JmuYc=GF1k`$9Q#iM+vL(T=$ zl*Sa5B?4wu%K|G!9B*}t?q9}fT(r^-(i@@^y+#p|4%TcmjOs+d>ZOvZb@Fd1^*tBoYb6a{q>Aq__dT6V^`PJm6PY*I(&%#PS#HPpH}|Q>msV01raoG*yy^graXh zUeC`~4(XCT0uml&@_aFII+*+Zf%8PVRUR2v)%7d3lZlB7Dk+H%*nrpX|4*y_Z+R=; zfoQ$1#O8~;$K^;`DboRWejz%#lSv|Yf`Qzu)KMZ|&V^@U+2H}{qE~|ZzXKjylHu@D zk(7rYZx?61q5JHx_6FS7ih}xB%=&T$@B-(an!Z>Zb9l1J=%sl-M|}0Jf@>{byk91C za9w%a_s92@Et{f`rB*-}l#uv3ZXug7tOMoJ50#7%t{1O%_07Hvxjy@H;)Tthc`X=) z*dPX&(?ZE3Hd$ne6pYDj3fN#xMcsR@9?Fd;do7{=82_`x&Wn61DeY%p;9-r3{beCa%(yU zg&XvIGzch`NAWoCsbq9(q^ZK0y3Mv;6?E_1OOJ;XjZ;Vp?c&;&Dl z8mPPi{F~0te@y;s&|hb#`v;5if|VwbY2nsdMpn!f5;1U*bTZ&w0Rv0GljuA1ljzGa z%)$P~-p4-wSyC>r+MK8xDc(6jHzVB#+Ms=`{hCzJFrkYwfnknltnos(=jGSnFpfFNHWR7OF2r)K~#r zkJls*hb)L6;0Zc>4B8%iTTSiGv=C#EjK5p5XEr4GHDr}_G3z zDQDz!dutV@Rdw6zy|Hs%zJ-#e<>yLd4sT-43Uc>X5R`mCf#Rq_VDaxxn@P51x*r>& zmr?>yVLhh`$Cmu}Ci&BflZY&9^Jyt*Egbg&88gj;O(m3MNQ%hmlr2D1dHHvijPMv zquQ^INJZsRNhQRd{@r+b8UIx)_q7w)6xx*BLp$JVSP8Q+(Ky_6VVey^$A*(BMDu33 zH{|d{L56x+CGj8WAB5%G^7zR%0+o^d+t2~*4WCW%aiZ{Bi~vsbc=S+4YO+GQP!`o3 zg>9oq`;{E9tYHhwx6Dhd&)2~{j%!Qz*?P(})$8ZNaR!WU13mvj33JJJO-qDD&-C4g z$mP|;?w+0h7c3If?Y$?|!%sSY!uQ|$KH5KNcyIHH#zAXU{1txIOY4afXFNTQHlgJ~ z`?L2ydqrrUF2Bdm-hbH3ErDA=htTCvN&8#LuwH1IZn*BB@XikH_QwUF-Bh2ukETSf z%1rQLkQYwBAWA?syHM*?sw=A5DeYv8G0tYrlAKJU^=m|a9pOv2e2I0n}tNcD= zplWF5K-J7d24{n4Y_{5fJu{KXn;mcl2si_!z3&QC?b=%Iz4c!H^y;4&caG;d;Buvm zYl{oXC6VY!2+($kXpNpK;=VKO++~216`wI2cs;G7^=qPArAuZ@W(#|?^1#%kP_4ff zJ*ji#Z%3@{q-%OE_iY1s)5tRKsz{1NBpRXfL?=hPjlv$T~CwL!~_!zXNE~kBuMrriT`c>&~BIC<7anZ zw*YtvLYG3hnI&G7<>?C3(qm~HYaO_nT*V#sBG3*ZG9yWn6`A?kuf9gCJ|+gGZg!#8 zsBCgQmaw1La?HGGfd-&|9K3m{}mUTVJ8mKxgGLxMUf!B&1xhhDj4cJYM zW=B_TT*j{Z_T0x!wKwt7uU``5Y;6BOvRlA*yem%XVk&1U=?D$WGguIBZgV}O=f|RC7?~KM zr>_T6K$en0I5-&OtK6#ku-*}!wM-K7V3x5^v`WgjCm1vZt_ynZe-F3NA6#0-< z*{VgKR~09lgLSjaV|F~tRM!*@=NtIu7rx1D|9IQA`fpuyEf}~%5$D~|iY)VZl`eas z_fo1AGNT#vl%DHeHa#+9mWkBP(d=5i@NT;7KREsaw3{`2pYTy}Lj}${ClzZdXmmBw zF10htC>OF9n3|kI>(>OdABpnp7p@N4?ecpKfNvHKJUaQ6H|DZ`%`(m0S2E)ne4p@% ziSvMVa~U%-^I`vo{IdI(xOcd5x43cEJMntF?2vY#qw{X|U1G5qsmm$GULNDX9S5kb zS^3UGSy!*^8@AJVs=z?iffVj`F;I0y0lRH_F<>{f+T${I)mGPX>yBGFed08ezRA3K za;1#B*^OK&Gj+zO`))*BtoTeu#Ai%^pWe91ihnxDRrN3~0--K%Idwlu@cm_ zrH$@jHzQ*sBDU+2^5RccjMtoCZf6Ori|%M@l()ifaroF_p8M@{3=a=8G(1FiPdDw` z+O7BM?CRvTuGctpP6 zV)Uer9@o+OG#Wo>sg7)R;vX}B1N`QCSBT7V0 zciE>O07tWV zw43U4_3_4^-(cK5PDNV<>Sh&}-$jG7fo7Ts6J{VaKx#5Y;%tKYcj|d)@A7XlQP$$f z@AGr4_gKM>s;Pk#-dkqr_nRQB5*~l60yZHka@L6Re&Fr!97AG#AV3%iCx!K?ns+{@1~;hEs;uYR55ea8upgo$Vo zB$tF-nFDjB$_D6_2Bdq$W2Mqohh3S*Mu^X2)?-J5Y$A)E(8)wH#Qqke!_~oqw?DXQ z$8aq;xI;d?kIJKk7rGX(y2VqztBh7=Jd@|L7j)kBQED7D1k}}WV(AI>@RP%a z%l>f<-zR;zcesViUR6PZtAUS6AETC9LWBrrgG6Id5sx_;C;CQ|XFq>!pxrLN*U$F) z?d;pRk4P*+@KSJ2AW?L@1OncDpPb!wF9q5`L}sFOQ8MEhk!|0g;;r=3CbglXb0&L+ zSS&_*B+bMhCU{`e1GEKJ=K-y(`Kfh7E5X6w40z8@W|6A|$Ss5x3)rvZvQJmFQq7I7 z8|SpnN|u>>zoq#W!jUkMsmP3F)CLvVE8O?=P+AN)m4P(*Q3`u`U9j9xEBCJ0YHCaH z`%Aws!}}7et+|b%LE(^_Wgzt_UF61P+X=?lmU>#xZTGZp-GMGpT}L@|^blRXE~@S_T=vZ>t{NBB71gvUZQQ^OM2Yfu{qOXp z`-qJTr#*fuPV_HPp8edlhxX~(-LjkAExQR_3JJKG?FLdQrA>|J#a#DNq1}{HrJ!eY zob^uB8kLQXjcjH!VZsb*gQUiV+g|r}9bdiwtHr)*S=XWbK0mD+S_?*I5@!=uWM;m) zYG9vj-cqsyqS*)rrQ zaiM0#qKrEJl1s_~yV;@DEunY~V6U{nx?5B+vPx4L7kSn>&H!~QqLsGg*ArQ?i7css z6q_QOxWDdxzIekIxp()yE3PK{e00sg9R$2@O>ND=`%=5?I;CaeuhwNRw2nS=zOIYg zQ<+F+hT~qSOyv9N_X((h6$S4v|NdoOJ^Cuo|M_`--t}|dQQjf(kp$j5ytsF`QR`H^ zRbHCaW_C(DsiB4tAAKi!F96= z7NsL4rz8d_nvsRSg%Pc>SA&tIyeO4*pmnkk*Z@tJ-0oF6q>%Qzaf*=dbgQ^Zc~xr<`}3&rK{5+OJ8O$E9-F z3xK=%IMI{Hhjp`Dq>>Nt0at+U)O?5Ks-AEUy%%~34TtDF*@?PE6+ewC&J9i+wGOMa zlj>7h=UT^3X(#p6bAb!==sgUjhe%E&(FQaUJqf1XnPT(AW*+wF)=`JW}<@b(3!|rcflrGk<-CP$X1zxkN~G zt9Gt;;%aq?E|xw~Z(FHRMEO3iB06-cw(}Um(al6NWX3Y2N76LKo7nH)Pjf}{VtmE2 zis+R;zQWTlJ}tK28j(MDHac^6|BbsSd0BJ&c}X|^?z7|o-ci6wH&<0``-YjLH=y0# z6v`~|m>y2Em95;}ayQ#*wq4f-)S`ep*x+3`pFd+EVf#w2QEa^{T{v86*%DoLYv-Oe zKhc{gm~WS4W5>76yR-669`-)Wa?#6wc$wf}knmWT_Y&_3P;XLE8&n+Y9l{CrC{~uu zp*nCo+ys;WH*+&OIwv{Fx$HTjQ&F@bjpX}Drrw<*ek#tRw?4{eZu-npf6apG{J%~P z{_bG@#5n@Ix<$qRkRR7pS7C6UV?mELwGEHc!`aMPVq-D14>X2m-8fD;H#(_%tgh&~ivjF#_0V1h_QEO!-gR9kJ)E|hSh-u>xLe(# zvt_O5ZmF!vRRzgwkfRG1)q?loG)+@Y?5`=q`*Kjv`5vDB#nXf$A<^`x)?vk8Ojq5i z9ArSeb$-f<$I}Ot7Lqkzwk>0eUzs)Kvr}2LevNy!-NW9G?4@<{@-Xg}T8jqmV8FZ2 z=DZhy;e{ykxZGX#>GPB4lCus_&Aa_5!?)Lbn}B2SPdeSb-SnRCrFWp0(1#(y6JY`A zTU69dD$b2g>$a*~DgM|Mmx9yjq*AG*My_F_@y~SG-`3yea{4lf@dT-XRKCl8*Ya`M zXH#&{aNnm#3`ziabDvSSs5Cy=SojU*0`A7^*HqLHNkmAEq=+7g5;+v%iGO{9eLMHf z;l;|jUKP9;Wd9HMizmi$O3&(eKJKCB3p1k)3j*x3&0k<(@2KdwF6y?=SH*#rb8YEmuROE6WfrTKNqRJ$bKcAFzAV)9eh*K*@D$-l z*lL_*X4Ose%>sF+G^3GZo=on^8r&nzzO0@#pgpCN9!V3B1KiVg58GtT*(s`=0U`BX0V7Jd}c(MW4R#*Olb9CFS_mLnI z&!F{d3_Ux9p4NHhu4ia(YcINbS!J2BA~QB{Cku6t*P(6_k(rW#9p>(`FCef3JW};Y z8Q4oyA$YfMYj?Zb>O(Pgc8bYAOp=bI@$B-T)G9dFImMmUH6k`6xg`tUC0Rn(jX{R7 zEa|bdaNgrhJk{{jqJP)23hR}>yux>1`Ywt`$&bD`5Cc%n@{MLB%9L*7p=>_1&yaa+ zN$E6un`v3oB7QtAWmqqwMF)2<;N3F~-YLQ5F5&rdbJ^!KUl)VGW(-uFmUBlDSFHgx zz_%*D#X{=0hkuJ)Arl-75*i8#P;XRmHaKx^aN?|UiX5ZQ0CnTaTUKQefl=I4E7fdZ z0}V7#ODzft6HIW4OAIo|us%#Q8%0ZNXp|OTR6dVk4 z@U?^a8DT?Lx}a3Is;v8ub+`fsyw4Zf5qGRI(F_x>O%OdEWpDdl4(ut%WXdXCR%B+t z2JaaiXQPw4$BRd1@-$aqw@ohu?21nzJ)A~zmG%eHQQ1L9MMpUnGe?>59vqo@EVF~V zsqz0ECw3x+=c67R>m1_8jLmrD9K0KY67{T}%e;?g%J9An)!X08)4zI};6QNZAXHU2 z@UmA%@hE~(%+jD{PTkgN*OKwPc}+9hYPYeiW*aTOmU0Yc4q6g$H}#Jl}Yn8cY>++o#WavGPUcqg}V}5{}4P1*KXMw>N7P9DYY`FzI^XsLS3Qpj&lW zRpG3=Bo{t>Y-A%_*g_rRq&~m^=Q+=1E;Gp_$xM=rmJy|#Vq$c7`f{3hSDg5%IIlnU z`ni#?myQRT(;1YAD4^+senQ<)}Lzy(1ss4Tv|Z$Cv|3 otwvqbq^EUWKd`#a^Gl)s2THA8ccnP<*#H0l07*qoM6N<$g8Cz7hX4Qo literal 0 HcmV?d00001 diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/air_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/air_clt.html new file mode 100644 index 000000000..af9cecbd9 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/air_clt.html @@ -0,0 +1,23 @@ + +

+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/bsa_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/bsa_clt.html new file mode 100644 index 000000000..166d82c7a --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/bsa_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/capri_clt.tsv b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/capri_clt.tsv new file mode 100644 index 000000000..874e1c537 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/capri_clt.tsv @@ -0,0 +1,17 @@ +######################################## +# `caprieval` cluster-based analysis +# +# > sortby_key=score +# > sort_ascending=True +# > clt_threshold=4 +# +# NOTE: if under_eval=yes, it means that there were less models in a cluster than +# clt_threshold, thus these values were under evaluated. +# You might need to tweak the value of clt_threshold or change some parameters +# in `clustfcc` depending on your analysis. +# +######################################## +cluster_rank cluster_id n under_eval score score_std irmsd irmsd_std fnat fnat_std lrmsd lrmsd_std dockq dockq_std ilrmsd ilrmsd_std rmsd rmsd_std air air_std bsa bsa_std desolv desolv_std elec elec_std total total_std vdw vdw_std caprieval_rank +1 1 10 - -145.291 1.655 1.017 0.053 0.875 0.014 1.475 0.022 0.844 0.012 1.646 0.125 0.920 0.036 10.765 2.663 1643.615 49.842 -12.202 3.521 -484.538 33.578 -511.030 30.842 -37.257 3.455 1 +2 2 10 - -104.588 5.104 7.967 0.362 0.125 0.069 15.246 0.938 0.133 0.031 14.405 0.552 8.271 0.392 38.880 9.265 1401.525 77.410 -14.119 0.968 -339.316 28.112 -326.929 17.229 -26.494 8.879 2 +3 3 6 - -88.298 4.646 3.016 0.265 0.326 0.030 8.303 1.830 0.350 0.052 7.289 0.855 2.997 0.436 28.868 21.272 1240.365 112.271 -16.524 4.943 -270.877 44.513 -262.493 33.887 -20.485 2.141 3 diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/capri_ss.tsv b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/capri_ss.tsv new file mode 100644 index 000000000..4930493b3 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/capri_ss.tsv @@ -0,0 +1,27 @@ +model md5 caprieval_rank score irmsd fnat lrmsd ilrmsd dockq rmsd cluster_id cluster_ranking model-cluster_ranking air angles bonds bsa cdih coup dani desolv dihe elec improper rdcs rg sym total vdw vean xpcs +../../10_seletopclusts/cluster_1_model_1.pdb - 1 -148.148 1.030 0.889 1.472 1.672 0.846 0.927 1 1 1 6.170 241.843 37.056 1702.360 0.000 0.000 0.000 -13.126 1283.440 -496.737 47.899 0.000 0.000 0.000 -526.858 -36.292 0.000 0.000 +../../10_seletopclusts/cluster_1_model_2.pdb - 2 -144.448 1.039 0.861 1.481 1.712 0.836 0.934 1 1 2 12.376 224.041 34.946 1659.740 0.000 0.000 0.000 -8.098 1291.960 -499.715 47.404 0.000 0.000 0.000 -524.983 -37.644 0.000 0.000 +../../10_seletopclusts/cluster_1_model_3.pdb - 3 -144.433 1.070 0.861 1.505 1.761 0.831 0.959 1 1 3 12.586 234.166 37.464 1647.550 0.000 0.000 0.000 -10.129 1295.290 -514.186 49.351 0.000 0.000 0.000 -534.325 -32.725 0.000 0.000 +../../10_seletopclusts/cluster_1_model_4.pdb - 4 -144.132 0.929 0.889 1.442 1.437 0.861 0.862 1 1 4 11.926 240.560 37.771 1564.810 0.000 0.000 0.000 -17.454 1294.750 -427.513 50.907 0.000 0.000 0.000 -457.955 -42.368 0.000 0.000 +../../10_seletopclusts/cluster_1_model_5.pdb - 5 -143.752 1.001 0.833 1.372 1.622 0.833 0.876 1 1 5 5.488 231.499 36.613 1572.410 0.000 0.000 0.000 -11.923 1277.090 -496.649 49.195 0.000 0.000 0.000 -524.208 -33.047 0.000 0.000 +../../10_seletopclusts/cluster_1_model_6.pdb - 6 -143.696 0.988 0.917 1.627 1.615 0.860 0.992 1 1 6 7.345 218.970 38.254 1714.640 0.000 0.000 0.000 -11.093 1288.610 -487.333 47.053 0.000 0.000 0.000 -515.859 -35.871 0.000 0.000 +../../10_seletopclusts/cluster_1_model_7.pdb - 7 -140.912 1.184 0.861 3.017 2.531 0.789 1.217 1 1 7 4.237 225.209 36.377 1452.020 0.000 0.000 0.000 -7.363 1287.610 -519.291 47.650 0.000 0.000 0.000 -545.167 -30.114 0.000 0.000 +../../10_seletopclusts/cluster_1_model_8.pdb - 8 -140.556 0.999 0.861 2.231 1.898 0.830 1.077 1 1 8 5.535 223.803 38.115 1498.520 0.000 0.000 0.000 -5.082 1300.940 -509.899 47.493 0.000 0.000 0.000 -538.412 -34.048 0.000 0.000 +../../10_seletopclusts/cluster_1_model_9.pdb - 9 -138.044 0.947 0.861 1.504 1.580 0.849 0.884 1 1 9 15.511 230.652 36.887 1617.810 0.000 0.000 0.000 -8.979 1281.500 -519.601 49.390 0.000 0.000 0.000 -530.785 -26.696 0.000 0.000 +../../10_seletopclusts/cluster_1_model_10.pdb - 10 -133.506 0.922 0.833 1.628 1.538 0.841 0.920 1 1 10 38.958 223.822 36.196 1575.920 0.000 0.000 0.000 -15.287 1290.450 -394.323 48.797 0.000 0.000 0.000 -398.615 -43.250 0.000 0.000 +../../10_seletopclusts/cluster_2_model_1.pdb - 11 -113.043 7.502 0.194 14.219 13.593 0.165 7.833 2 2 1 38.565 228.865 36.719 1525.590 0.000 0.000 0.000 -15.441 1296.580 -312.902 45.877 0.000 0.000 0.000 -313.214 -38.878 0.000 0.000 +../../10_seletopclusts/cluster_2_model_2.pdb - 12 -104.185 7.795 0.194 14.418 14.289 0.163 7.972 2 2 2 35.423 228.494 38.563 1407.960 0.000 0.000 0.000 -14.609 1296.600 -311.475 46.882 0.000 0.000 0.000 -306.875 -30.823 0.000 0.000 +../../10_seletopclusts/cluster_2_model_3.pdb - 13 -100.849 8.095 0.056 16.001 14.629 0.103 8.468 2 2 3 28.035 212.819 37.270 1339.490 0.000 0.000 0.000 -12.969 1289.110 -356.037 44.672 0.000 0.000 0.000 -347.478 -19.476 0.000 0.000 +../../10_seletopclusts/cluster_2_model_4.pdb - 14 -100.277 8.479 0.056 16.345 15.110 0.100 8.813 2 2 4 53.499 210.454 38.200 1333.060 0.000 0.000 0.000 -13.458 1310.400 -376.850 45.320 0.000 0.000 0.000 -340.150 -16.799 0.000 0.000 +../../10_seletopclusts/cluster_2_model_5.pdb - 15 -99.878 8.703 0.056 16.954 15.343 0.095 9.185 2 2 5 48.906 217.285 37.059 1297.700 0.000 0.000 0.000 -13.814 1289.830 -380.224 45.463 0.000 0.000 0.000 -346.229 -14.910 0.000 0.000 +../../10_seletopclusts/cluster_2_model_6.pdb - 16 -98.980 9.021 0.056 18.200 15.959 0.087 9.556 2 2 6 49.601 216.178 37.184 1319.240 0.000 0.000 0.000 -15.519 1275.690 -334.493 45.325 0.000 0.000 0.000 -306.415 -21.522 0.000 0.000 +../../10_seletopclusts/cluster_2_model_7.pdb - 17 -97.797 7.342 0.167 13.585 13.857 0.163 7.405 2 2 7 64.216 210.037 36.678 1443.920 0.000 0.000 0.000 -9.880 1288.910 -285.376 44.075 0.000 0.000 0.000 -258.424 -37.264 0.000 0.000 +../../10_seletopclusts/cluster_2_model_8.pdb - 18 -97.705 8.256 0.056 15.683 15.048 0.105 8.431 2 2 8 32.552 207.238 35.907 1253.190 0.000 0.000 0.000 -13.081 1285.270 -325.427 44.815 0.000 0.000 0.000 -315.670 -22.794 0.000 0.000 +../../10_seletopclusts/cluster_2_model_9.pdb - 19 -97.374 8.676 0.056 17.204 15.451 0.094 9.173 2 2 9 7.802 215.916 38.084 1270.780 0.000 0.000 0.000 -12.755 1284.900 -359.443 44.792 0.000 0.000 0.000 -365.152 -13.511 0.000 0.000 +../../10_seletopclusts/cluster_2_model_10.pdb - 20 -95.451 8.120 0.083 16.057 14.536 0.112 8.546 2 2 10 73.609 219.049 37.455 1360.960 0.000 0.000 0.000 -12.862 1286.720 -377.075 42.219 0.000 0.000 0.000 -318.002 -14.536 0.000 0.000 +../../10_seletopclusts/cluster_3_model_1.pdb - 21 -92.363 2.799 0.361 6.678 6.646 0.401 2.561 3 3 1 14.359 226.737 36.300 1203.600 0.000 0.000 0.000 -22.700 1289.800 -268.003 44.255 0.000 0.000 0.000 -271.141 -17.498 0.000 0.000 +../../10_seletopclusts/cluster_3_model_2.pdb - 22 -91.553 3.468 0.278 10.952 8.750 0.270 3.622 3 3 2 29.932 218.997 38.314 1325.720 0.000 0.000 0.000 -11.118 1291.220 -318.369 45.612 0.000 0.000 0.000 -308.191 -19.754 0.000 0.000 +../../10_seletopclusts/cluster_3_model_3.pdb - 23 -88.666 2.912 0.333 9.060 7.022 0.337 3.188 3 3 3 63.050 215.586 36.015 1358.550 0.000 0.000 0.000 -12.261 1293.980 -296.871 41.318 0.000 0.000 0.000 -257.157 -23.335 0.000 0.000 +../../10_seletopclusts/cluster_3_model_4.pdb - 24 -80.611 2.883 0.333 6.523 6.736 0.392 2.618 3 3 4 8.132 225.269 38.628 1073.590 0.000 0.000 0.000 -20.019 1294.720 -200.263 46.780 0.000 0.000 0.000 -213.484 -21.353 0.000 0.000 +../../10_seletopclusts/cluster_3_model_5.pdb - 25 -80.286 3.002 0.361 8.548 7.555 0.353 2.822 3 3 5 31.786 228.764 36.854 1179.350 0.000 0.000 0.000 -17.155 1310.770 -224.485 47.051 0.000 0.000 0.000 -214.111 -21.412 0.000 0.000 +../../10_seletopclusts/cluster_3_model_6.pdb - 26 -75.568 3.162 0.306 8.479 7.105 0.330 3.073 3 3 6 66.058 228.275 36.996 1203.400 0.000 0.000 0.000 -12.431 1308.220 -246.656 42.776 0.000 0.000 0.000 -201.009 -20.412 0.000 0.000 diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/desolv_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/desolv_clt.html new file mode 100644 index 000000000..d605d3311 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/desolv_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_air.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_air.html new file mode 100644 index 000000000..fb03b94b1 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_air.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_clt.html index 8f89b692d..7cc02cb34 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_clt.html +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_clt.html @@ -1,11 +1,11 @@
- +
+ +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_elec.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_elec.html new file mode 100644 index 000000000..530f8a1c2 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_elec.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_score.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_score.html index e93dd0aba..a28dbc691 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_score.html +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/dockq_score.html @@ -1,11 +1,11 @@
- +
+ +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/elec_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/elec_clt.html new file mode 100644 index 000000000..86cd80f0d --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/elec_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_air.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_air.html new file mode 100644 index 000000000..b90ba80af --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_air.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_clt.html new file mode 100644 index 000000000..60941eacb --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_desolv.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_desolv.html new file mode 100644 index 000000000..f46851124 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_desolv.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_elec.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_elec.html new file mode 100644 index 000000000..fe9eb25c3 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_elec.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_score.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_score.html new file mode 100644 index 000000000..d384fa754 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_score.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_vdw.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_vdw.html new file mode 100644 index 000000000..f684b26f2 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/fnat_vdw.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_air.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_air.html new file mode 100644 index 000000000..e837f95d4 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_air.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_clt.html new file mode 100644 index 000000000..6a1d0a42e --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_desolv.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_desolv.html new file mode 100644 index 000000000..a6d7078ea --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_desolv.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_elec.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_elec.html new file mode 100644 index 000000000..29e0096b1 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_elec.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_score.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_score.html new file mode 100644 index 000000000..0ee336d16 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_score.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_vdw.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_vdw.html new file mode 100644 index 000000000..dfbdccece --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/ilrmsd_vdw.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_air.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_air.html new file mode 100644 index 000000000..0915f2e36 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_air.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_clt.html index 8b5d5ca4e..4e2ad6f82 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_clt.html +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_clt.html @@ -1,11 +1,11 @@
- +
+ +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_elec.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_elec.html new file mode 100644 index 000000000..7920a7096 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_elec.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_score.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_score.html index a1b9b936e..dd6e9157f 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_score.html +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/irmsd_score.html @@ -1,11 +1,11 @@
- +
+ +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_air.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_air.html new file mode 100644 index 000000000..259490359 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_air.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_clt.html new file mode 100644 index 000000000..be62ee5da --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_desolv.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_desolv.html new file mode 100644 index 000000000..8b1290649 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_desolv.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_elec.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_elec.html new file mode 100644 index 000000000..6d2aebc95 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_elec.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_score.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_score.html new file mode 100644 index 000000000..1ca3c4fe5 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_score.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_vdw.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_vdw.html new file mode 100644 index 000000000..db74c6bb8 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/lrmsd_vdw.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/report.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/report.html new file mode 100644 index 000000000..bb29af4de --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/report.html @@ -0,0 +1,94 @@ +Analysis report of step 11_caprieval

Analysis report of step 11_caprieval


+
+
+ +
+
+ + +
+
+ + +
+
+
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/score_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/score_clt.html index 4ea042277..c0128b6c5 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/score_clt.html +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario1/score_clt.html @@ -1,11 +1,11 @@
- +
+ +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/air_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/air_clt.html new file mode 100644 index 000000000..ca12583c7 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/air_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/bsa_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/bsa_clt.html new file mode 100644 index 000000000..65e98e1cd --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/bsa_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/capri_clt.tsv b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/capri_clt.tsv new file mode 100644 index 000000000..25fd62a26 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/capri_clt.tsv @@ -0,0 +1,35 @@ +######################################## +# `caprieval` cluster-based analysis +# +# > sortby_key=score +# > sort_ascending=True +# > clt_threshold=4 +# +# NOTE: if under_eval=yes, it means that there were less models in a cluster than +# clt_threshold, thus these values were under evaluated. +# You might need to tweak the value of clt_threshold or change some parameters +# in `clustfcc` depending on your analysis. +# +######################################## +cluster_rank cluster_id n under_eval score score_std irmsd irmsd_std fnat fnat_std lrmsd lrmsd_std dockq dockq_std ilrmsd ilrmsd_std rmsd rmsd_std air air_std bsa bsa_std desolv desolv_std elec elec_std total total_std vdw vdw_std caprieval_rank +1 5 10 - -125.359 4.388 3.086 1.251 0.444 0.243 5.081 1.934 0.486 0.210 5.430 2.196 2.786 1.069 32.048 22.948 1571.068 28.129 -9.514 3.821 -425.572 37.053 -427.459 35.932 -33.935 6.140 1 +2 1 10 - -123.194 8.135 0.981 0.044 0.806 0.028 2.184 0.304 0.814 0.015 1.778 0.162 1.033 0.049 13.946 5.260 1512.048 55.324 -14.070 3.982 -355.866 74.954 -381.265 63.589 -39.345 8.147 2 +3 12 9 - -113.938 3.437 10.571 0.039 0.062 0.012 18.283 0.177 0.087 0.005 17.648 0.108 10.195 0.028 24.749 14.446 1764.635 32.066 -8.174 2.757 -314.484 11.793 -335.077 7.399 -45.342 4.611 3 +4 8 10 - -110.012 6.398 6.667 1.272 0.215 0.041 12.111 2.232 0.204 0.051 11.792 2.259 6.712 1.253 45.220 27.328 1549.892 64.533 -5.661 5.224 -390.860 30.329 -376.341 47.099 -30.701 4.458 4 +5 4 10 - -108.676 5.869 10.499 0.129 0.069 0.014 17.298 0.172 0.095 0.005 17.197 0.207 10.293 0.108 11.946 15.401 1544.793 64.698 -2.523 4.998 -384.582 44.071 -403.067 53.117 -30.431 7.890 5 +6 21 4 - -102.620 23.209 1.649 0.524 0.681 0.140 4.128 1.761 0.654 0.140 3.513 1.386 1.672 0.562 31.928 23.111 1357.930 147.749 -12.666 4.195 -341.057 43.613 -334.063 74.936 -24.935 8.479 6 +7 2 10 - -102.124 1.874 8.709 0.505 0.076 0.053 16.364 0.337 0.106 0.019 15.418 0.657 9.065 0.469 33.207 17.921 1329.695 79.441 -12.247 1.007 -369.341 21.900 -355.464 12.401 -19.329 3.840 7 +8 10 10 - -101.907 3.082 9.371 0.165 0.090 0.012 15.797 0.261 0.113 0.003 16.570 0.220 8.647 0.174 8.097 3.210 1415.988 35.893 -6.841 0.611 -271.088 11.440 -304.651 11.812 -41.658 2.132 8 +9 18 5 - -98.092 5.846 10.738 0.030 0.132 0.023 19.525 0.698 0.104 0.006 17.449 0.101 11.122 0.149 34.083 3.478 1377.390 64.030 -20.159 2.582 -235.614 29.112 -235.750 29.647 -34.219 2.454 9 +10 7 10 - -94.360 4.046 10.858 0.034 0.111 0.028 18.439 0.384 0.102 0.011 17.808 0.240 10.684 0.070 43.394 27.139 1505.900 65.731 -15.427 1.135 -224.854 44.571 -219.762 48.090 -38.302 5.864 10 +11 17 5 - -93.344 2.375 9.295 0.130 0.069 0.014 15.673 0.269 0.107 0.006 15.506 0.175 8.965 0.082 48.231 24.425 1500.330 86.456 -10.426 4.687 -267.404 39.376 -253.434 32.297 -34.260 2.445 11 +12 3 10 - -93.174 2.214 7.066 0.716 0.083 0.056 12.460 1.736 0.151 0.006 13.150 1.720 6.607 0.728 41.548 22.209 1181.820 27.395 -11.433 2.031 -322.491 35.935 -302.340 40.530 -21.397 7.920 12 +13 14 8 - -92.717 9.474 4.740 0.956 0.278 0.115 15.360 3.199 0.211 0.085 11.538 2.537 5.285 0.978 14.441 21.804 1351.725 138.474 -2.305 4.295 -313.494 33.803 -328.210 52.151 -29.157 5.413 13 +14 9 10 - -92.512 2.704 6.006 0.705 0.132 0.030 13.310 1.341 0.162 0.028 11.059 1.234 6.347 0.699 36.390 4.506 1515.135 68.122 -4.445 4.691 -294.152 45.932 -290.638 45.787 -32.876 4.149 14 +15 20 4 - -87.091 14.312 6.080 0.056 0.007 0.012 9.910 0.394 0.163 0.008 12.295 0.666 5.170 0.228 36.574 21.213 1280.060 227.092 3.292 3.601 -354.703 42.910 -341.228 50.728 -23.100 7.777 15 +16 19 4 - -82.561 4.737 10.471 0.203 0.076 0.012 17.850 0.115 0.094 0.004 17.887 0.456 10.255 0.108 57.751 22.350 1456.233 47.296 2.020 3.524 -300.527 60.550 -273.027 45.767 -30.251 8.039 16 +17 6 10 - -78.096 1.276 8.664 0.310 0.097 0.031 14.559 0.423 0.127 0.013 15.264 0.157 8.073 0.465 25.747 19.256 1281.750 84.282 -2.103 3.681 -294.634 35.352 -288.529 15.213 -19.642 7.157 17 +18 16 5 - -77.001 14.086 10.444 0.226 0.083 0.020 18.519 1.216 0.093 0.005 17.777 0.581 9.910 0.296 56.060 14.408 1337.155 124.229 -1.707 3.567 -288.270 51.526 -255.455 68.193 -23.245 6.011 18 +19 11 9 - -71.077 9.704 4.883 0.281 0.125 0.057 10.033 0.449 0.210 0.026 8.851 0.651 4.978 0.290 71.689 25.649 1418.830 120.651 1.831 1.470 -235.329 27.016 -196.651 39.597 -33.011 7.464 19 +20 15 6 - -66.760 4.851 5.334 0.168 0.076 0.030 15.837 0.577 0.125 0.011 13.994 0.395 4.917 0.222 60.002 23.499 1302.927 47.402 -13.791 2.317 -179.987 19.337 -142.957 17.357 -22.972 7.125 20 +21 13 8 - -61.744 6.369 12.082 0.275 0.042 0.014 27.742 2.419 0.048 0.009 23.755 1.443 11.710 0.370 23.892 12.304 988.051 54.474 -1.164 4.633 -215.609 32.195 -211.565 22.347 -19.847 5.152 21 diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/capri_ss.tsv b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/capri_ss.tsv new file mode 100644 index 000000000..c413ef9be --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/capri_ss.tsv @@ -0,0 +1,168 @@ +model md5 caprieval_rank score irmsd fnat lrmsd ilrmsd dockq rmsd cluster_id cluster_ranking model-cluster_ranking air angles bonds bsa cdih coup dani desolv dihe elec improper rdcs rg sym total vdw vean xpcs +../../11_seletopclusts/cluster_1_model_1.pdb - 1 -129.298 3.878 0.333 6.369 6.873 0.368 3.456 5 1 1 54.718 216.338 35.740 1586.200 0.000 0.000 0.000 -11.352 1285.440 -420.635 44.826 0.000 0.000 0.000 -405.207 -39.291 0.000 0.000 +../../11_seletopclusts/cluster_6_model_1.pdb - 2 -128.661 1.069 0.806 1.892 1.857 0.807 0.998 21 6 1 10.938 244.169 37.191 1553.370 0.000 0.000 0.000 -18.811 1288.800 -378.329 48.781 0.000 0.000 0.000 -402.670 -35.278 0.000 0.000 +../../11_seletopclusts/cluster_2_model_1.pdb - 3 -128.437 1.032 0.778 2.539 1.853 0.791 1.101 1 2 1 11.211 224.092 40.265 1552.190 0.000 0.000 0.000 -14.831 1288.080 -365.639 51.814 0.000 0.000 0.000 -396.027 -41.599 0.000 0.000 +../../11_seletopclusts/cluster_2_model_2.pdb - 4 -127.785 1.005 0.833 2.361 1.979 0.817 1.054 1 2 2 22.976 222.124 39.437 1480.860 0.000 0.000 0.000 -8.128 1292.160 -474.477 46.031 0.000 0.000 0.000 -478.561 -27.059 0.000 0.000 +../../11_seletopclusts/cluster_2_model_3.pdb - 5 -127.436 0.914 0.833 2.105 1.539 0.835 1.007 1 2 3 11.754 218.776 38.321 1576.920 0.000 0.000 0.000 -19.319 1299.260 -297.472 48.349 0.000 0.000 0.000 -335.517 -49.799 0.000 0.000 +../../11_seletopclusts/cluster_1_model_2.pdb - 6 -127.377 3.751 0.250 5.942 6.468 0.353 3.355 5 1 2 6.792 204.688 35.774 1609.450 0.000 0.000 0.000 -4.176 1294.490 -463.265 41.892 0.000 0.000 0.000 -487.700 -31.227 0.000 0.000 +../../11_seletopclusts/cluster_1_model_3.pdb - 7 -126.837 0.921 0.861 1.742 1.635 0.849 0.936 5 1 3 11.531 224.736 37.611 1548.240 0.000 0.000 0.000 -14.458 1295.750 -367.300 45.824 0.000 0.000 0.000 -395.841 -40.072 0.000 0.000 +../../11_seletopclusts/cluster_6_model_2.pdb - 8 -122.668 1.185 0.833 2.938 2.428 0.781 1.234 21 6 2 7.414 243.677 37.258 1448.540 0.000 0.000 0.000 -14.188 1293.530 -389.936 50.274 0.000 0.000 0.000 -413.756 -31.234 0.000 0.000 +../../11_seletopclusts/cluster_3_model_1.pdb - 9 -119.267 10.526 0.083 18.032 17.541 0.095 10.161 12 3 1 6.534 210.885 36.221 1767.200 0.000 0.000 0.000 -8.553 1292.020 -296.655 43.574 0.000 0.000 0.000 -342.158 -52.036 0.000 0.000 +../../11_seletopclusts/cluster_5_model_1.pdb - 10 -118.422 10.337 0.083 17.012 17.070 0.101 10.124 4 5 1 1.299 216.816 37.855 1625.020 0.000 0.000 0.000 -2.249 1294.420 -396.305 47.455 0.000 0.000 0.000 -432.049 -37.042 0.000 0.000 +../../11_seletopclusts/cluster_1_model_4.pdb - 11 -117.925 3.795 0.333 6.270 6.746 0.372 3.397 5 1 4 55.150 226.698 37.367 1540.380 0.000 0.000 0.000 -8.070 1303.200 -451.087 47.772 0.000 0.000 0.000 -421.089 -25.152 0.000 0.000 +../../11_seletopclusts/cluster_4_model_1.pdb - 12 -116.216 7.462 0.194 13.557 13.692 0.172 7.391 8 4 1 88.117 224.663 37.309 1627.170 0.000 0.000 0.000 -14.089 1306.970 -385.614 47.937 0.000 0.000 0.000 -331.313 -33.815 0.000 0.000 +../../11_seletopclusts/cluster_3_model_2.pdb - 13 -114.576 10.631 0.056 18.506 17.817 0.083 10.227 12 3 2 14.913 215.858 38.848 1807.110 0.000 0.000 0.000 -11.491 1302.760 -314.021 45.584 0.000 0.000 0.000 -340.880 -41.772 0.000 0.000 +../../11_seletopclusts/cluster_4_model_2.pdb - 14 -112.969 4.773 0.278 8.643 8.432 0.286 4.819 8 4 2 41.084 218.465 38.966 1591.470 0.000 0.000 0.000 -2.909 1299.510 -389.836 45.610 0.000 0.000 0.000 -384.953 -36.200 0.000 0.000 +../../11_seletopclusts/cluster_4_model_3.pdb - 15 -111.536 6.309 0.222 11.750 11.033 0.206 6.453 8 4 3 12.079 229.530 39.624 1521.240 0.000 0.000 0.000 -0.135 1313.190 -436.605 44.412 0.000 0.000 0.000 -449.815 -25.288 0.000 0.000 +../../11_seletopclusts/cluster_3_model_3.pdb - 16 -111.528 10.552 0.056 18.376 17.664 0.084 10.219 12 3 3 36.259 214.562 36.783 1716.740 0.000 0.000 0.000 -8.818 1280.410 -329.583 45.435 0.000 0.000 0.000 -333.742 -40.419 0.000 0.000 +../../11_seletopclusts/cluster_3_model_4.pdb - 17 -110.382 10.576 0.056 18.218 17.570 0.085 10.174 12 3 4 41.291 226.582 39.254 1767.490 0.000 0.000 0.000 -3.833 1301.930 -317.677 46.923 0.000 0.000 0.000 -323.529 -47.143 0.000 0.000 +../../11_seletopclusts/cluster_2_model_4.pdb - 18 -109.118 0.973 0.778 1.730 1.740 0.814 0.971 1 2 4 9.842 236.878 40.222 1438.220 0.000 0.000 0.000 -14.003 1299.230 -285.876 45.721 0.000 0.000 0.000 -314.957 -38.923 0.000 0.000 +../../11_seletopclusts/cluster_2_model_5.pdb - 19 -109.079 0.872 0.861 1.724 1.385 0.856 0.927 1 2 5 38.666 214.501 35.651 1509.700 0.000 0.000 0.000 -18.925 1295.000 -250.359 45.757 0.000 0.000 0.000 -255.642 -43.949 0.000 0.000 +../../11_seletopclusts/cluster_13_model_1.pdb - 20 -108.166 3.158 0.472 10.142 7.457 0.356 3.643 14 13 1 3.297 213.703 38.114 1589.670 0.000 0.000 0.000 -5.160 1295.640 -326.381 45.334 0.000 0.000 0.000 -361.144 -38.060 0.000 0.000 +../../11_seletopclusts/cluster_5_model_2.pdb - 21 -108.105 10.637 0.083 17.430 17.173 0.098 10.354 4 5 2 38.345 208.824 36.284 1580.500 0.000 0.000 0.000 -10.755 1302.770 -310.546 43.904 0.000 0.000 0.000 -311.275 -39.075 0.000 0.000 +../../11_seletopclusts/cluster_9_model_1.pdb - 22 -106.553 10.738 0.111 19.349 17.366 0.097 11.081 18 9 1 33.242 225.940 36.215 1420.320 0.000 0.000 0.000 -17.441 1298.450 -278.623 45.957 0.000 0.000 0.000 -282.093 -36.712 0.000 0.000 +../../11_seletopclusts/cluster_8_model_1.pdb - 23 -106.325 9.139 0.083 15.450 16.314 0.114 8.393 10 8 1 10.021 219.465 36.060 1379.420 0.000 0.000 0.000 -7.451 1293.620 -289.846 46.670 0.000 0.000 0.000 -321.732 -41.906 0.000 0.000 +../../11_seletopclusts/cluster_2_model_6.pdb - 24 -105.640 3.028 0.333 9.184 7.659 0.331 2.932 1 2 6 25.289 235.664 38.919 1452.310 0.000 0.000 0.000 -15.413 1326.660 -295.196 48.865 0.000 0.000 0.000 -303.624 -33.717 0.000 0.000 +../../11_seletopclusts/cluster_7_model_1.pdb - 25 -105.124 8.788 0.167 16.201 15.514 0.137 9.269 2 7 1 6.519 221.465 39.703 1435.030 0.000 0.000 0.000 -11.597 1307.000 -343.357 44.568 0.000 0.000 0.000 -362.346 -25.508 0.000 0.000 +../../11_seletopclusts/cluster_3_model_5.pdb - 26 -104.633 10.415 0.028 18.027 17.259 0.077 10.204 12 3 5 5.012 214.755 37.378 1550.340 0.000 0.000 0.000 -5.200 1301.440 -306.231 44.275 0.000 0.000 0.000 -339.907 -38.688 0.000 0.000 +../../11_seletopclusts/cluster_5_model_3.pdb - 27 -104.532 10.408 0.056 17.316 17.003 0.090 10.279 4 5 3 1.385 218.472 36.875 1452.830 0.000 0.000 0.000 1.910 1278.680 -405.521 44.436 0.000 0.000 0.000 -429.612 -25.476 0.000 0.000 +../../11_seletopclusts/cluster_5_model_4.pdb - 28 -103.646 10.613 0.056 17.434 17.540 0.089 10.413 4 5 4 6.755 210.819 38.457 1520.820 0.000 0.000 0.000 1.002 1283.500 -425.955 42.277 0.000 0.000 0.000 -439.333 -20.132 0.000 0.000 +../../11_seletopclusts/cluster_15_model_1.pdb - 29 -103.521 6.052 0.000 9.314 11.446 0.171 5.374 20 15 1 5.945 227.151 39.371 1553.570 0.000 0.000 0.000 -2.074 1290.580 -332.037 47.121 0.000 0.000 0.000 -361.726 -35.634 0.000 0.000 +../../11_seletopclusts/cluster_8_model_2.pdb - 30 -103.261 9.578 0.111 16.129 16.835 0.117 8.871 10 8 2 3.388 219.537 36.841 1432.370 0.000 0.000 0.000 -5.874 1294.330 -265.840 44.779 0.000 0.000 0.000 -307.009 -44.558 0.000 0.000 +../../11_seletopclusts/cluster_3_model_6.pdb - 31 -102.751 10.562 0.028 18.484 17.373 0.074 10.454 12 3 6 5.657 224.164 37.795 1582.190 0.000 0.000 0.000 -8.558 1301.440 -272.195 46.431 0.000 0.000 0.000 -306.858 -40.319 0.000 0.000 +../../11_seletopclusts/cluster_7_model_2.pdb - 32 -102.247 9.474 0.028 16.908 16.418 0.085 9.711 2 7 2 44.776 226.689 37.327 1211.200 0.000 0.000 0.000 -10.965 1286.110 -401.121 46.198 0.000 0.000 0.000 -371.881 -15.536 0.000 0.000 +../../11_seletopclusts/cluster_1_model_5.pdb - 33 -102.235 4.558 0.278 7.769 8.294 0.307 4.148 5 1 5 8.752 219.094 38.664 1334.110 0.000 0.000 0.000 -6.616 1308.690 -378.759 44.834 0.000 0.000 0.000 -390.749 -20.742 0.000 0.000 +../../11_seletopclusts/cluster_5_model_5.pdb - 34 -101.783 10.629 0.111 17.717 17.120 0.106 10.460 4 5 5 69.137 231.164 38.517 1599.320 0.000 0.000 0.000 -5.980 1309.380 -334.871 46.998 0.000 0.000 0.000 -301.476 -35.742 0.000 0.000 +../../11_seletopclusts/cluster_10_model_1.pdb - 35 -101.364 10.864 0.083 18.776 17.895 0.091 10.771 7 10 1 40.823 215.526 36.539 1477.370 0.000 0.000 0.000 -14.546 1284.700 -294.534 45.463 0.000 0.000 0.000 -285.705 -31.994 0.000 0.000 +../../11_seletopclusts/cluster_1_model_6.pdb - 36 -100.897 4.824 0.306 8.075 8.721 0.306 4.390 5 1 6 30.422 222.869 37.643 1372.200 0.000 0.000 0.000 -3.657 1284.020 -398.715 43.294 0.000 0.000 0.000 -388.831 -20.539 0.000 0.000 +../../11_seletopclusts/cluster_7_model_3.pdb - 37 -100.849 8.095 0.056 16.001 14.629 0.103 8.468 2 7 3 28.035 212.819 37.270 1339.490 0.000 0.000 0.000 -12.969 1289.110 -356.037 44.672 0.000 0.000 0.000 -347.478 -19.476 0.000 0.000 +../../11_seletopclusts/cluster_7_model_4.pdb - 38 -100.277 8.479 0.056 16.345 15.110 0.100 8.813 2 7 4 53.499 210.454 38.200 1333.060 0.000 0.000 0.000 -13.458 1310.400 -376.850 45.320 0.000 0.000 0.000 -340.150 -16.799 0.000 0.000 +../../11_seletopclusts/cluster_2_model_7.pdb - 39 -99.684 3.119 0.361 10.236 7.733 0.319 3.440 1 2 7 2.075 219.095 37.071 1354.770 0.000 0.000 0.000 -16.732 1300.710 -255.955 43.623 0.000 0.000 0.000 -285.848 -31.968 0.000 0.000 +../../11_seletopclusts/cluster_7_model_5.pdb - 40 -99.606 9.667 0.028 17.074 16.868 0.083 9.732 2 7 5 1.269 217.153 37.357 1166.100 0.000 0.000 0.000 -5.318 1282.170 -421.794 45.717 0.000 0.000 0.000 -430.581 -10.056 0.000 0.000 +../../11_seletopclusts/cluster_4_model_4.pdb - 41 -99.326 8.125 0.167 14.492 14.012 0.152 8.185 8 4 4 39.601 217.497 38.438 1459.690 0.000 0.000 0.000 -5.509 1305.750 -351.385 46.884 0.000 0.000 0.000 -339.283 -27.500 0.000 0.000 +../../11_seletopclusts/cluster_9_model_2.pdb - 42 -99.188 10.780 0.167 19.709 17.611 0.114 11.122 18 9 2 32.072 224.583 37.346 1459.380 0.000 0.000 0.000 -21.605 1310.720 -236.372 45.888 0.000 0.000 0.000 -237.815 -33.516 0.000 0.000 +../../11_seletopclusts/cluster_8_model_3.pdb - 43 -99.051 9.459 0.083 15.951 16.734 0.110 8.715 10 8 3 11.883 228.308 39.113 1466.970 0.000 0.000 0.000 -6.774 1286.770 -259.195 47.044 0.000 0.000 0.000 -288.939 -41.627 0.000 0.000 +../../11_seletopclusts/cluster_8_model_4.pdb - 44 -98.991 9.307 0.083 15.659 16.397 0.112 8.611 10 8 4 7.095 211.979 34.242 1385.190 0.000 0.000 0.000 -7.263 1291.810 -269.473 44.255 0.000 0.000 0.000 -300.922 -38.543 0.000 0.000 +../../11_seletopclusts/cluster_7_model_6.pdb - 45 -98.682 8.351 0.167 15.732 14.949 0.141 8.714 2 7 6 1.934 208.684 37.731 1277.930 0.000 0.000 0.000 -12.438 1295.400 -344.426 42.386 0.000 0.000 0.000 -360.044 -17.552 0.000 0.000 +../../11_seletopclusts/cluster_7_model_7.pdb - 46 -98.215 8.842 0.167 15.877 15.882 0.139 9.108 2 7 7 4.724 221.814 37.936 1238.030 0.000 0.000 0.000 -10.431 1287.100 -351.440 46.056 0.000 0.000 0.000 -364.684 -17.968 0.000 0.000 +../../11_seletopclusts/cluster_2_model_8.pdb - 47 -98.083 1.409 0.556 2.881 2.981 0.661 1.282 1 2 8 17.038 228.067 37.714 1374.790 0.000 0.000 0.000 -17.379 1307.890 -270.366 46.662 0.000 0.000 0.000 -281.663 -28.334 0.000 0.000 +../../11_seletopclusts/cluster_7_model_8.pdb - 48 -97.705 8.256 0.056 15.683 15.048 0.105 8.431 2 7 8 32.552 207.238 35.907 1253.190 0.000 0.000 0.000 -13.081 1285.270 -325.427 44.815 0.000 0.000 0.000 -315.670 -22.794 0.000 0.000 +../../11_seletopclusts/cluster_3_model_7.pdb - 49 -97.501 10.640 0.056 18.946 18.053 0.081 10.307 12 3 7 27.244 225.672 37.702 1525.620 0.000 0.000 0.000 -8.255 1283.040 -276.783 46.681 0.000 0.000 0.000 -286.153 -36.614 0.000 0.000 +../../11_seletopclusts/cluster_8_model_5.pdb - 50 -97.389 9.318 0.111 16.109 16.673 0.118 8.618 10 8 5 51.305 215.747 37.440 1380.470 0.000 0.000 0.000 -10.700 1303.100 -263.863 44.628 0.000 0.000 0.000 -251.605 -39.047 0.000 0.000 +../../11_seletopclusts/cluster_7_model_9.pdb - 51 -97.374 8.676 0.056 17.204 15.451 0.094 9.173 2 7 9 7.802 215.916 38.084 1270.780 0.000 0.000 0.000 -12.755 1284.900 -359.443 44.792 0.000 0.000 0.000 -365.152 -13.511 0.000 0.000 +../../11_seletopclusts/cluster_11_model_1.pdb - 52 -96.869 9.502 0.056 15.729 15.771 0.102 9.105 17 11 1 49.357 222.498 37.199 1559.160 0.000 0.000 0.000 -6.925 1292.340 -303.556 45.710 0.000 0.000 0.000 -288.368 -34.169 0.000 0.000 +../../11_seletopclusts/cluster_12_model_1.pdb - 53 -96.774 6.525 0.028 10.995 11.722 0.151 6.037 3 12 1 46.287 229.464 39.219 1153.300 0.000 0.000 0.000 -14.222 1295.430 -344.770 43.968 0.000 0.000 0.000 -316.710 -18.227 0.000 0.000 +../../11_seletopclusts/cluster_15_model_2.pdb - 54 -96.463 6.175 0.028 9.804 11.847 0.171 5.420 20 15 2 47.804 222.970 38.303 1445.210 0.000 0.000 0.000 2.148 1291.040 -406.133 45.595 0.000 0.000 0.000 -380.494 -22.165 0.000 0.000 +../../11_seletopclusts/cluster_9_model_3.pdb - 55 -96.335 10.737 0.111 18.551 17.364 0.101 10.934 18 9 3 39.957 233.995 37.833 1310.970 0.000 0.000 0.000 -23.657 1283.430 -230.788 47.487 0.000 0.000 0.000 -221.348 -30.516 0.000 0.000 +../../11_seletopclusts/cluster_14_model_1.pdb - 56 -96.130 5.792 0.139 13.411 10.789 0.163 6.189 9 14 1 30.738 220.405 39.063 1589.580 0.000 0.000 0.000 -2.953 1282.010 -305.865 47.744 0.000 0.000 0.000 -310.205 -35.078 0.000 0.000 +../../11_seletopclusts/cluster_5_model_6.pdb - 57 -96.095 10.490 0.083 18.068 16.970 0.095 10.415 4 5 6 19.624 227.671 37.032 1498.600 0.000 0.000 0.000 -5.343 1291.280 -395.920 47.157 0.000 0.000 0.000 -389.827 -13.531 0.000 0.000 +../../11_seletopclusts/cluster_3_model_8.pdb - 58 -95.007 10.538 0.056 17.730 17.386 0.087 10.092 12 3 8 19.324 215.152 35.808 1634.930 0.000 0.000 0.000 -8.788 1296.440 -267.549 43.114 0.000 0.000 0.000 -282.867 -34.642 0.000 0.000 +../../11_seletopclusts/cluster_4_model_5.pdb - 59 -94.908 7.051 0.222 12.628 12.985 0.192 6.887 8 4 5 5.948 220.105 36.502 1229.260 0.000 0.000 0.000 -11.945 1300.760 -272.097 42.996 0.000 0.000 0.000 -295.287 -29.138 0.000 0.000 +../../11_seletopclusts/cluster_2_model_9.pdb - 60 -94.588 0.978 0.750 2.250 1.697 0.795 0.985 1 2 9 40.280 214.039 36.163 1456.180 0.000 0.000 0.000 -21.530 1292.860 -179.931 45.471 0.000 0.000 0.000 -180.750 -41.099 0.000 0.000 +../../11_seletopclusts/cluster_7_model_10.pdb - 61 -94.229 9.111 0.028 17.536 15.983 0.081 9.545 2 7 10 10.092 206.149 36.103 1152.830 0.000 0.000 0.000 -9.867 1294.010 -394.300 44.771 0.000 0.000 0.000 -390.719 -6.511 0.000 0.000 +../../11_seletopclusts/cluster_11_model_2.pdb - 62 -94.101 9.234 0.083 15.484 15.456 0.114 8.910 17 11 2 67.212 219.648 37.305 1464.000 0.000 0.000 0.000 -16.223 1287.150 -231.917 43.660 0.000 0.000 0.000 -202.921 -38.216 0.000 0.000 +../../11_seletopclusts/cluster_5_model_7.pdb - 63 -94.045 9.539 0.083 16.906 15.869 0.103 9.586 4 5 7 98.352 216.281 36.644 1378.650 0.000 0.000 0.000 0.716 1295.570 -490.201 45.384 0.000 0.000 0.000 -398.405 -6.555 0.000 0.000 +../../11_seletopclusts/cluster_14_model_2.pdb - 64 -93.936 5.768 0.139 13.269 10.683 0.164 6.199 9 14 2 34.818 230.424 38.470 1547.670 0.000 0.000 0.000 -3.735 1277.910 -306.456 45.441 0.000 0.000 0.000 -304.030 -32.392 0.000 0.000 +../../11_seletopclusts/cluster_1_model_7.pdb - 65 -93.631 4.233 0.278 7.025 7.518 0.328 3.894 5 1 7 6.614 223.204 40.058 1252.660 0.000 0.000 0.000 -11.524 1294.610 -278.754 48.823 0.000 0.000 0.000 -299.157 -27.017 0.000 0.000 +../../11_seletopclusts/cluster_3_model_9.pdb - 66 -93.559 10.508 0.083 17.872 17.357 0.096 10.189 12 3 9 11.710 213.860 36.267 1535.490 0.000 0.000 0.000 -12.525 1293.820 -225.035 43.304 0.000 0.000 0.000 -250.523 -37.198 0.000 0.000 +../../11_seletopclusts/cluster_1_model_8.pdb - 67 -93.398 3.964 0.333 6.837 7.224 0.355 3.621 5 1 8 28.802 211.627 37.147 1354.900 0.000 0.000 0.000 -6.908 1282.200 -338.032 44.146 0.000 0.000 0.000 -330.993 -21.763 0.000 0.000 +../../11_seletopclusts/cluster_12_model_2.pdb - 68 -93.219 7.965 0.139 14.746 15.343 0.141 7.513 3 12 2 42.256 218.100 36.287 1174.160 0.000 0.000 0.000 -12.472 1292.200 -264.061 43.115 0.000 0.000 0.000 -253.965 -32.160 0.000 0.000 +../../11_seletopclusts/cluster_1_model_9.pdb - 69 -93.190 2.907 0.306 5.114 5.081 0.417 2.717 5 1 9 0.653 210.965 36.318 1351.480 0.000 0.000 0.000 -4.386 1280.750 -328.269 41.930 0.000 0.000 0.000 -350.831 -23.216 0.000 0.000 +../../11_seletopclusts/cluster_13_model_2.pdb - 70 -92.774 5.395 0.194 17.147 13.121 0.154 5.916 14 13 2 0.179 219.572 39.068 1277.550 0.000 0.000 0.000 3.308 1297.130 -361.187 43.569 0.000 0.000 0.000 -384.871 -23.863 0.000 0.000 +../../11_seletopclusts/cluster_2_model_10.pdb - 71 -92.363 2.799 0.361 6.678 6.646 0.401 2.561 1 2 10 14.359 226.737 36.300 1203.600 0.000 0.000 0.000 -22.700 1289.800 -268.003 44.255 0.000 0.000 0.000 -271.141 -17.498 0.000 0.000 +../../11_seletopclusts/cluster_4_model_6.pdb - 72 -92.256 5.936 0.222 10.807 11.082 0.221 5.799 8 4 6 47.446 233.186 37.902 1172.970 0.000 0.000 0.000 -10.591 1301.830 -260.732 49.112 0.000 0.000 0.000 -247.549 -34.263 0.000 0.000 +../../11_seletopclusts/cluster_10_model_2.pdb - 73 -92.199 10.865 0.139 18.585 17.913 0.110 10.715 7 10 2 23.622 225.947 37.376 1520.350 0.000 0.000 0.000 -17.376 1282.310 -174.619 45.806 0.000 0.000 0.000 -193.259 -42.262 0.000 0.000 +../../11_seletopclusts/cluster_4_model_7.pdb - 74 -92.165 7.632 0.167 13.577 13.929 0.162 7.552 8 4 7 87.530 228.684 38.106 1363.420 0.000 0.000 0.000 -6.840 1306.030 -363.619 46.579 0.000 0.000 0.000 -297.443 -21.354 0.000 0.000 +../../11_seletopclusts/cluster_10_model_3.pdb - 75 -92.036 10.804 0.139 17.786 17.401 0.115 10.580 7 10 3 88.470 229.020 40.069 1602.830 0.000 0.000 0.000 -14.834 1293.460 -201.375 47.318 0.000 0.000 0.000 -158.678 -45.773 0.000 0.000 +../../11_seletopclusts/cluster_4_model_8.pdb - 76 -91.846 5.814 0.250 10.681 10.355 0.233 5.839 8 4 8 65.706 220.735 36.506 1407.000 0.000 0.000 0.000 -6.737 1290.930 -284.455 46.435 0.000 0.000 0.000 -253.537 -34.788 0.000 0.000 +../../11_seletopclusts/cluster_10_model_4.pdb - 77 -91.843 10.900 0.083 18.607 18.022 0.092 10.671 7 10 4 20.661 211.253 37.780 1423.050 0.000 0.000 0.000 -14.951 1313.120 -228.889 43.309 0.000 0.000 0.000 -241.408 -33.180 0.000 0.000 +../../11_seletopclusts/cluster_11_model_3.pdb - 78 -91.642 9.294 0.083 15.391 15.514 0.114 8.904 17 11 3 68.366 220.667 37.815 1600.580 0.000 0.000 0.000 -4.841 1313.870 -309.707 45.089 0.000 0.000 0.000 -273.037 -31.696 0.000 0.000 +../../11_seletopclusts/cluster_10_model_5.pdb - 79 -91.463 10.947 0.111 19.666 18.323 0.096 10.888 7 10 5 35.225 215.302 37.302 1431.040 0.000 0.000 0.000 -16.767 1282.220 -189.113 42.197 0.000 0.000 0.000 -194.284 -40.397 0.000 0.000 +../../11_seletopclusts/cluster_5_model_8.pdb - 80 -91.456 10.158 0.083 17.191 16.697 0.100 10.077 4 5 8 0.463 212.861 35.945 1278.730 0.000 0.000 0.000 5.322 1279.780 -406.199 41.699 0.000 0.000 0.000 -421.320 -15.585 0.000 0.000 +../../11_seletopclusts/cluster_12_model_3.pdb - 81 -91.394 6.221 0.028 10.574 11.237 0.158 5.761 3 12 3 7.719 222.295 38.080 1227.070 0.000 0.000 0.000 -9.919 1291.740 -357.906 43.658 0.000 0.000 0.000 -360.852 -10.665 0.000 0.000 +../../11_seletopclusts/cluster_12_model_4.pdb - 82 -91.309 7.552 0.139 13.524 14.300 0.153 7.119 3 12 4 69.930 223.691 37.563 1172.750 0.000 0.000 0.000 -9.121 1301.710 -323.228 42.967 0.000 0.000 0.000 -277.834 -24.536 0.000 0.000 +../../11_seletopclusts/cluster_14_model_3.pdb - 83 -90.836 7.177 0.083 15.174 13.065 0.121 7.464 9 14 3 36.786 218.331 37.070 1405.790 0.000 0.000 0.000 0.891 1282.240 -344.841 42.084 0.000 0.000 0.000 -334.493 -26.437 0.000 0.000 +../../11_seletopclusts/cluster_11_model_4.pdb - 84 -90.763 9.151 0.056 16.088 15.284 0.100 8.940 17 11 4 7.990 223.184 36.262 1377.580 0.000 0.000 0.000 -13.714 1299.850 -224.438 45.510 0.000 0.000 0.000 -249.409 -32.960 0.000 0.000 +../../11_seletopclusts/cluster_9_model_4.pdb - 85 -90.292 10.696 0.139 20.491 17.457 0.102 11.350 18 9 4 31.062 223.908 36.936 1318.890 0.000 0.000 0.000 -17.931 1294.650 -196.672 45.426 0.000 0.000 0.000 -201.743 -36.133 0.000 0.000 +../../11_seletopclusts/cluster_8_model_6.pdb - 86 -90.179 9.533 0.111 16.334 16.727 0.116 8.964 10 8 6 5.061 217.732 35.202 1304.100 0.000 0.000 0.000 -7.251 1287.270 -258.908 44.727 0.000 0.000 0.000 -285.499 -31.652 0.000 0.000 +../../11_seletopclusts/cluster_12_model_5.pdb - 87 -89.992 5.986 0.056 10.381 10.586 0.172 5.711 3 12 5 9.812 226.993 39.570 1233.640 0.000 0.000 0.000 -13.310 1301.470 -267.454 43.338 0.000 0.000 0.000 -281.813 -24.172 0.000 0.000 +../../11_seletopclusts/cluster_4_model_9.pdb - 88 -89.816 4.966 0.250 8.953 9.130 0.269 4.878 8 4 9 26.297 222.149 37.559 1289.250 0.000 0.000 0.000 -9.219 1297.210 -233.249 44.654 0.000 0.000 0.000 -243.529 -36.577 0.000 0.000 +../../11_seletopclusts/cluster_14_model_4.pdb - 89 -89.148 5.288 0.167 11.386 9.697 0.200 5.535 9 14 4 43.218 222.677 38.317 1517.500 0.000 0.000 0.000 -11.982 1306.160 -219.445 44.707 0.000 0.000 0.000 -213.825 -37.599 0.000 0.000 +../../11_seletopclusts/cluster_4_model_10.pdb - 90 -88.909 6.620 0.194 11.771 11.916 0.195 6.532 8 4 10 90.247 229.071 38.577 1234.060 0.000 0.000 0.000 -9.656 1287.560 -326.433 44.462 0.000 0.000 0.000 -259.178 -22.992 0.000 0.000 +../../11_seletopclusts/cluster_8_model_7.pdb - 91 -88.859 9.474 0.056 15.699 16.485 0.102 8.799 10 8 7 10.629 215.066 37.680 1330.180 0.000 0.000 0.000 -7.071 1298.220 -236.412 44.382 0.000 0.000 0.000 -261.351 -35.568 0.000 0.000 +../../11_seletopclusts/cluster_14_model_5.pdb - 92 -88.269 6.075 0.139 14.395 11.304 0.152 6.574 9 14 5 9.323 221.658 39.136 1538.480 0.000 0.000 0.000 -5.955 1299.810 -241.717 45.190 0.000 0.000 0.000 -267.298 -34.904 0.000 0.000 +../../11_seletopclusts/cluster_5_model_9.pdb - 93 -88.039 9.834 0.083 16.520 16.501 0.105 9.644 4 5 9 42.660 199.933 36.251 1359.160 0.000 0.000 0.000 3.339 1283.000 -401.898 43.505 0.000 0.000 0.000 -374.503 -15.265 0.000 0.000 +../../11_seletopclusts/cluster_19_model_1.pdb - 94 -87.828 5.108 0.028 10.196 9.726 0.172 4.905 11 19 1 82.961 225.845 38.940 1520.030 0.000 0.000 0.000 3.148 1323.830 -278.324 46.485 0.000 0.000 0.000 -238.969 -43.607 0.000 0.000 +../../11_seletopclusts/cluster_18_model_1.pdb - 95 -87.632 10.296 0.056 17.734 17.493 0.088 9.682 16 18 1 38.962 228.971 37.231 1403.820 0.000 0.000 0.000 1.716 1306.240 -350.049 48.327 0.000 0.000 0.000 -334.322 -23.235 0.000 0.000 +../../11_seletopclusts/cluster_14_model_6.pdb - 96 -87.383 5.933 0.167 13.136 10.992 0.174 6.258 9 14 6 40.728 216.920 37.159 1521.970 0.000 0.000 0.000 -3.563 1283.910 -279.864 47.380 0.000 0.000 0.000 -271.056 -31.920 0.000 0.000 +../../11_seletopclusts/cluster_10_model_6.pdb - 97 -87.087 10.736 0.139 17.837 17.442 0.114 10.635 7 10 6 36.747 238.538 39.685 1507.790 0.000 0.000 0.000 -9.050 1299.950 -204.291 49.700 0.000 0.000 0.000 -208.397 -40.854 0.000 0.000 +../../11_seletopclusts/cluster_10_model_7.pdb - 98 -86.962 10.797 0.111 17.661 17.404 0.106 10.549 7 10 7 93.193 218.902 37.392 1560.200 0.000 0.000 0.000 -14.004 1283.000 -214.848 46.848 0.000 0.000 0.000 -160.962 -39.307 0.000 0.000 +../../11_seletopclusts/cluster_16_model_1.pdb - 99 -86.819 10.150 0.056 17.795 17.162 0.088 10.086 19 16 1 57.651 216.062 36.172 1501.140 0.000 0.000 0.000 2.523 1294.810 -367.877 43.894 0.000 0.000 0.000 -331.758 -21.532 0.000 0.000 +../../11_seletopclusts/cluster_16_model_2.pdb - 100 -86.711 10.671 0.083 17.731 18.297 0.097 10.352 19 16 2 38.109 221.747 36.808 1414.090 0.000 0.000 0.000 3.758 1298.520 -293.222 45.301 0.000 0.000 0.000 -290.748 -35.635 0.000 0.000 +../../11_seletopclusts/cluster_9_model_5.pdb - 101 -85.357 10.733 0.111 18.264 17.417 0.103 10.844 18 9 5 8.479 226.446 37.226 1153.120 0.000 0.000 0.000 -17.480 1297.140 -174.859 48.097 0.000 0.000 0.000 -200.134 -33.753 0.000 0.000 +../../11_seletopclusts/cluster_18_model_2.pdb - 102 -85.248 10.570 0.083 18.952 18.049 0.090 10.059 16 18 2 46.309 224.787 38.813 1428.480 0.000 0.000 0.000 -5.367 1305.970 -283.604 46.630 0.000 0.000 0.000 -265.087 -27.791 0.000 0.000 +../../11_seletopclusts/cluster_13_model_3.pdb - 103 -85.235 4.819 0.250 15.554 11.470 0.189 5.457 14 13 3 52.158 214.458 36.288 1294.030 0.000 0.000 0.000 -7.578 1287.170 -271.060 43.533 0.000 0.000 0.000 -247.563 -28.661 0.000 0.000 +../../11_seletopclusts/cluster_8_model_8.pdb - 104 -85.179 9.483 0.056 16.469 16.912 0.097 8.799 10 8 8 9.576 220.093 36.377 1298.380 0.000 0.000 0.000 -8.499 1292.140 -240.029 43.909 0.000 0.000 0.000 -260.085 -29.632 0.000 0.000 +../../11_seletopclusts/cluster_11_model_5.pdb - 105 -84.778 9.030 0.083 15.291 15.386 0.115 8.721 17 11 5 66.503 214.664 36.610 1526.940 0.000 0.000 0.000 -11.898 1304.170 -205.885 42.267 0.000 0.000 0.000 -177.736 -38.354 0.000 0.000 +../../11_seletopclusts/cluster_13_model_4.pdb - 106 -84.693 5.588 0.194 18.597 14.103 0.145 6.124 14 13 4 2.131 207.060 37.238 1245.650 0.000 0.000 0.000 0.209 1289.420 -295.348 43.465 0.000 0.000 0.000 -319.263 -26.046 0.000 0.000 +../../11_seletopclusts/cluster_12_model_6.pdb - 107 -84.442 5.835 0.083 9.954 10.561 0.189 5.472 3 12 6 38.465 223.854 38.656 1129.620 0.000 0.000 0.000 -13.508 1312.570 -291.955 44.217 0.000 0.000 0.000 -269.879 -16.389 0.000 0.000 +../../11_seletopclusts/cluster_13_model_5.pdb - 108 -84.265 3.636 0.250 11.369 9.347 0.251 3.704 14 13 5 34.075 213.645 36.661 1337.720 0.000 0.000 0.000 -9.198 1298.770 -299.420 43.434 0.000 0.000 0.000 -283.935 -18.590 0.000 0.000 +../../11_seletopclusts/cluster_12_model_7.pdb - 109 -84.200 5.858 0.083 10.040 10.776 0.187 5.431 3 12 7 76.327 214.905 36.503 1144.100 0.000 0.000 0.000 -11.052 1295.470 -356.138 42.216 0.000 0.000 0.000 -289.364 -9.553 0.000 0.000 +../../11_seletopclusts/cluster_14_model_7.pdb - 110 -83.398 6.065 0.167 13.365 11.224 0.171 6.370 9 14 7 11.357 216.572 36.566 1492.630 0.000 0.000 0.000 -8.288 1295.340 -225.552 44.385 0.000 0.000 0.000 -245.331 -31.135 0.000 0.000 +../../11_seletopclusts/cluster_12_model_8.pdb - 111 -82.601 6.409 0.028 10.908 11.716 0.153 5.861 3 12 8 6.377 220.526 38.852 1155.830 0.000 0.000 0.000 -9.464 1310.610 -294.980 45.720 0.000 0.000 0.000 -303.382 -14.779 0.000 0.000 +../../11_seletopclusts/cluster_18_model_3.pdb - 112 -82.299 10.168 0.083 17.108 17.009 0.101 9.581 16 18 3 63.065 216.895 37.908 1393.190 0.000 0.000 0.000 2.000 1300.590 -310.458 44.184 0.000 0.000 0.000 -275.906 -28.513 0.000 0.000 +../../11_seletopclusts/cluster_15_model_3.pdb - 113 -82.208 6.029 0.000 10.202 12.869 0.156 4.912 20 15 3 29.727 229.778 37.522 1123.940 0.000 0.000 0.000 6.007 1293.820 -383.867 47.433 0.000 0.000 0.000 -368.554 -14.414 0.000 0.000 +../../11_seletopclusts/cluster_6_model_3.pdb - 114 -82.080 2.171 0.556 6.085 4.914 0.513 2.252 21 6 3 49.222 218.893 37.355 1214.710 0.000 0.000 0.000 -8.146 1294.900 -305.697 49.192 0.000 0.000 0.000 -274.191 -17.716 0.000 0.000 +../../11_seletopclusts/cluster_12_model_9.pdb - 115 -82.016 7.228 0.111 12.541 13.265 0.156 6.834 3 12 9 41.645 215.369 35.974 1035.500 0.000 0.000 0.000 -10.998 1291.120 -340.287 42.694 0.000 0.000 0.000 -305.766 -7.125 0.000 0.000 +../../11_seletopclusts/cluster_5_model_10.pdb - 116 -81.980 9.696 0.083 17.367 16.064 0.100 9.791 4 5 10 39.162 211.217 37.828 1115.060 0.000 0.000 0.000 2.741 1308.660 -381.294 44.235 0.000 0.000 0.000 -354.511 -12.379 0.000 0.000 +../../11_seletopclusts/cluster_12_model_10.pdb - 117 -81.844 5.879 0.083 10.217 10.859 0.185 5.448 3 12 10 8.619 218.139 38.020 1119.900 0.000 0.000 0.000 -9.301 1296.810 -311.884 46.129 0.000 0.000 0.000 -314.294 -11.029 0.000 0.000 +../../11_seletopclusts/cluster_16_model_3.pdb - 118 -81.441 10.615 0.083 17.837 18.255 0.096 10.346 19 16 3 40.999 225.740 37.054 1505.600 0.000 0.000 0.000 -3.785 1290.800 -206.189 49.517 0.000 0.000 0.000 -205.708 -40.518 0.000 0.000 +../../11_seletopclusts/cluster_13_model_6.pdb - 119 -80.839 3.984 0.194 12.646 10.035 0.210 4.113 14 13 6 45.859 216.892 37.021 1332.870 0.000 0.000 0.000 -12.702 1285.470 -213.826 42.747 0.000 0.000 0.000 -197.925 -29.958 0.000 0.000 +../../11_seletopclusts/cluster_14_model_8.pdb - 120 -80.838 5.826 0.139 13.106 10.804 0.166 6.188 9 14 8 16.686 227.759 37.946 1512.630 0.000 0.000 0.000 -1.487 1295.990 -326.075 49.425 0.000 0.000 0.000 -325.193 -15.804 0.000 0.000 +../../11_seletopclusts/cluster_13_model_7.pdb - 121 -80.502 5.592 0.222 17.940 13.539 0.158 6.185 14 13 7 40.413 210.168 38.560 1207.970 0.000 0.000 0.000 -2.928 1273.110 -282.026 42.495 0.000 0.000 0.000 -266.823 -25.210 0.000 0.000 +../../11_seletopclusts/cluster_17_model_1.pdb - 122 -80.003 8.613 0.083 14.391 15.113 0.124 7.991 6 17 1 41.993 223.129 40.188 1331.880 0.000 0.000 0.000 -5.902 1295.990 -325.627 44.084 0.000 0.000 0.000 -296.809 -13.175 0.000 0.000 +../../11_seletopclusts/cluster_13_model_8.pdb - 123 -79.689 3.944 0.222 11.674 9.513 0.232 3.947 14 13 8 10.087 233.381 39.297 1315.000 0.000 0.000 0.000 -10.864 1281.600 -204.371 47.943 0.000 0.000 0.000 -223.243 -28.959 0.000 0.000 +../../11_seletopclusts/cluster_17_model_2.pdb - 124 -78.269 9.106 0.111 15.081 15.393 0.126 8.758 6 17 2 1.672 216.245 37.644 1149.530 0.000 0.000 0.000 -1.740 1303.610 -237.171 42.604 0.000 0.000 0.000 -264.761 -29.261 0.000 0.000 +../../11_seletopclusts/cluster_8_model_9.pdb - 125 -77.981 9.509 0.056 15.971 16.835 0.100 8.749 10 8 9 5.040 214.246 37.509 1193.750 0.000 0.000 0.000 -4.204 1286.390 -212.175 45.321 0.000 0.000 0.000 -238.980 -31.846 0.000 0.000 +../../11_seletopclusts/cluster_17_model_3.pdb - 126 -77.643 8.234 0.139 13.962 15.103 0.147 7.449 6 17 3 12.212 219.892 37.300 1373.040 0.000 0.000 0.000 3.722 1295.220 -293.976 44.749 0.000 0.000 0.000 -305.555 -23.791 0.000 0.000 +../../11_seletopclusts/cluster_6_model_4.pdb - 127 -77.071 2.172 0.528 5.597 4.855 0.516 2.202 21 6 4 60.138 223.363 38.638 1215.100 0.000 0.000 0.000 -9.521 1307.640 -290.265 46.633 0.000 0.000 0.000 -245.637 -15.511 0.000 0.000 +../../11_seletopclusts/cluster_17_model_4.pdb - 128 -76.470 8.702 0.056 14.803 15.447 0.111 8.093 6 17 4 47.112 214.242 36.587 1272.550 0.000 0.000 0.000 -4.490 1300.830 -321.763 44.816 0.000 0.000 0.000 -286.990 -12.338 0.000 0.000 +../../11_seletopclusts/cluster_1_model_10.pdb - 129 -76.331 1.851 0.444 4.151 3.514 0.549 1.922 5 1 10 35.810 212.028 35.743 1338.040 0.000 0.000 0.000 -7.576 1279.060 -232.498 43.437 0.000 0.000 0.000 -222.524 -25.836 0.000 0.000 +../../11_seletopclusts/cluster_10_model_8.pdb - 130 -76.280 10.958 0.139 19.013 18.158 0.108 10.740 7 10 8 48.408 218.431 39.166 1463.550 0.000 0.000 0.000 -10.811 1296.820 -241.111 42.306 0.000 0.000 0.000 -214.790 -22.088 0.000 0.000 +../../11_seletopclusts/cluster_14_model_9.pdb - 131 -75.676 6.243 0.056 14.017 11.405 0.126 6.656 9 14 9 46.350 214.612 37.508 1345.430 0.000 0.000 0.000 -4.894 1293.660 -288.961 43.632 0.000 0.000 0.000 -260.236 -17.625 0.000 0.000 +../../11_seletopclusts/cluster_16_model_4.pdb - 132 -75.272 10.447 0.083 18.038 17.832 0.095 10.235 19 16 4 94.242 226.769 39.364 1404.100 0.000 0.000 0.000 5.585 1300.030 -334.821 45.407 0.000 0.000 0.000 -263.895 -23.317 0.000 0.000 +../../11_seletopclusts/cluster_8_model_10.pdb - 133 -74.912 9.471 0.056 16.832 17.282 0.094 8.682 10 8 10 7.413 216.492 38.945 1181.920 0.000 0.000 0.000 -3.800 1301.810 -196.453 44.460 0.000 0.000 0.000 -221.603 -32.563 0.000 0.000 +../../11_seletopclusts/cluster_17_model_5.pdb - 134 -74.051 8.480 0.111 13.949 14.971 0.137 7.855 6 17 5 43.507 213.619 37.613 1203.840 0.000 0.000 0.000 2.721 1291.880 -358.861 41.834 0.000 0.000 0.000 -324.705 -9.351 0.000 0.000 +../../11_seletopclusts/cluster_10_model_9.pdb - 135 -73.893 10.865 0.139 18.665 17.958 0.110 10.690 7 10 9 33.082 226.367 38.374 1470.280 0.000 0.000 0.000 -14.921 1292.310 -165.652 46.817 0.000 0.000 0.000 -161.721 -29.150 0.000 0.000 +../../11_seletopclusts/cluster_20_model_1.pdb - 136 -73.315 5.289 0.111 16.108 13.982 0.134 4.931 15 20 1 44.719 228.004 37.024 1367.820 0.000 0.000 0.000 -12.160 1303.500 -184.446 44.627 0.000 0.000 0.000 -168.464 -28.738 0.000 0.000 +../../11_seletopclusts/cluster_17_model_6.pdb - 137 -72.929 8.560 0.056 14.157 14.837 0.117 8.009 6 17 6 78.280 217.421 36.351 1292.070 0.000 0.000 0.000 -6.499 1287.250 -310.633 43.314 0.000 0.000 0.000 -244.484 -12.131 0.000 0.000 +../../11_seletopclusts/cluster_10_model_10.pdb - 138 -71.876 10.747 0.083 17.726 17.368 0.096 10.552 7 10 10 63.303 222.979 36.082 1427.500 0.000 0.000 0.000 -17.366 1304.850 -162.919 48.163 0.000 0.000 0.000 -127.873 -28.257 0.000 0.000 +../../11_seletopclusts/cluster_21_model_1.pdb - 139 -69.888 12.463 0.028 29.665 24.782 0.039 12.247 13 21 1 6.918 221.626 38.271 1057.630 0.000 0.000 0.000 -6.645 1296.690 -178.019 48.836 0.000 0.000 0.000 -199.432 -28.331 0.000 0.000 +../../11_seletopclusts/cluster_20_model_2.pdb - 140 -69.263 5.193 0.083 14.949 13.452 0.135 4.772 15 20 2 100.334 231.995 38.797 1313.330 0.000 0.000 0.000 -14.434 1303.210 -198.369 44.081 0.000 0.000 0.000 -123.223 -25.188 0.000 0.000 +../../11_seletopclusts/cluster_17_model_7.pdb - 141 -67.168 8.820 0.139 14.441 15.287 0.141 8.317 6 17 7 73.844 209.137 37.244 1173.870 0.000 0.000 0.000 -1.474 1302.010 -220.569 42.082 0.000 0.000 0.000 -175.689 -28.964 0.000 0.000 +../../11_seletopclusts/cluster_14_model_10.pdb - 142 -67.045 6.385 0.139 14.878 11.998 0.146 6.814 9 14 10 17.300 215.918 36.603 1395.080 0.000 0.000 0.000 0.111 1284.700 -255.758 45.341 0.000 0.000 0.000 -256.193 -17.734 0.000 0.000 +../../11_seletopclusts/cluster_17_model_8.pdb - 143 -66.741 8.244 0.111 13.672 14.677 0.141 7.668 6 17 8 72.492 224.042 38.751 1142.830 0.000 0.000 0.000 2.806 1298.770 -333.991 45.258 0.000 0.000 0.000 -271.497 -9.998 0.000 0.000 +../../11_seletopclusts/cluster_19_model_2.pdb - 144 -66.487 4.523 0.167 9.729 7.971 0.233 4.802 11 19 2 93.089 216.401 34.671 1438.620 0.000 0.000 0.000 1.525 1271.680 -205.641 44.212 0.000 0.000 0.000 -148.745 -36.193 0.000 0.000 +../../11_seletopclusts/cluster_15_model_4.pdb - 145 -66.171 6.064 0.000 10.319 13.018 0.154 4.976 20 15 4 62.821 226.194 36.685 997.521 0.000 0.000 0.000 7.087 1310.420 -296.774 46.935 0.000 0.000 0.000 -254.139 -20.185 0.000 0.000 +../../11_seletopclusts/cluster_19_model_3.pdb - 146 -65.729 5.202 0.139 10.686 9.130 0.201 5.470 11 19 3 27.850 218.269 38.014 1216.430 0.000 0.000 0.000 3.100 1297.980 -235.778 44.863 0.000 0.000 0.000 -232.387 -24.459 0.000 0.000 +../../11_seletopclusts/cluster_17_model_9.pdb - 147 -65.615 8.886 0.083 14.410 15.447 0.123 8.330 6 17 9 45.535 228.184 41.228 1044.200 0.000 0.000 0.000 -3.157 1292.100 -200.449 45.672 0.000 0.000 0.000 -181.835 -26.921 0.000 0.000 +../../11_seletopclusts/cluster_21_model_2.pdb - 148 -64.842 12.138 0.028 29.732 25.135 0.039 11.690 13 21 2 38.072 209.989 36.275 1020.620 0.000 0.000 0.000 3.792 1288.680 -266.454 44.234 0.000 0.000 0.000 -247.532 -19.150 0.000 0.000 +../../11_seletopclusts/cluster_19_model_4.pdb - 149 -64.264 4.699 0.167 9.523 8.576 0.234 4.737 11 19 4 82.855 232.965 36.686 1500.240 0.000 0.000 0.000 -0.450 1283.820 -221.571 50.070 0.000 0.000 0.000 -166.502 -27.786 0.000 0.000 +../../11_seletopclusts/cluster_20_model_3.pdb - 150 -63.624 5.618 0.083 16.521 14.570 0.120 5.272 15 20 3 43.304 224.542 38.796 1235.000 0.000 0.000 0.000 -11.291 1309.620 -147.626 45.351 0.000 0.000 0.000 -131.459 -27.138 0.000 0.000 +../../11_seletopclusts/cluster_19_model_5.pdb - 151 -62.927 5.064 0.167 9.974 9.528 0.223 4.948 11 19 5 43.774 232.105 38.977 1218.220 0.000 0.000 0.000 -1.441 1305.680 -226.468 50.599 0.000 0.000 0.000 -203.263 -20.569 0.000 0.000 +../../11_seletopclusts/cluster_19_model_6.pdb - 152 -61.501 5.232 0.083 10.468 9.969 0.186 5.049 11 19 6 71.113 215.088 36.062 1326.360 0.000 0.000 0.000 3.044 1305.400 -237.845 43.431 0.000 0.000 0.000 -190.819 -24.088 0.000 0.000 +../../11_seletopclusts/cluster_20_model_4.pdb - 153 -60.839 5.235 0.028 15.769 13.970 0.110 4.692 15 20 4 51.650 231.705 38.385 1295.560 0.000 0.000 0.000 -17.277 1285.480 -189.508 46.568 0.000 0.000 0.000 -148.683 -10.825 0.000 0.000 +../../11_seletopclusts/cluster_21_model_3.pdb - 154 -59.525 11.691 0.056 23.774 21.439 0.062 11.201 13 21 3 32.788 224.385 37.456 956.349 0.000 0.000 0.000 -4.846 1287.360 -203.504 47.800 0.000 0.000 0.000 -187.973 -17.257 0.000 0.000 +../../11_seletopclusts/cluster_19_model_7.pdb - 155 -59.271 4.674 0.083 8.732 8.710 0.221 4.454 11 19 7 111.411 227.256 39.862 1409.700 0.000 0.000 0.000 5.716 1312.180 -262.358 46.024 0.000 0.000 0.000 -174.604 -23.657 0.000 0.000 +../../11_seletopclusts/cluster_17_model_10.pdb - 156 -57.984 8.696 0.028 14.901 15.709 0.101 8.042 6 17 10 107.322 209.470 37.705 1139.860 0.000 0.000 0.000 2.958 1315.750 -303.342 44.305 0.000 0.000 0.000 -207.026 -11.005 0.000 0.000 +../../11_seletopclusts/cluster_20_model_5.pdb - 157 -55.634 5.788 0.056 17.289 14.795 0.104 5.303 15 20 5 39.909 221.044 37.730 1218.610 0.000 0.000 0.000 -4.333 1291.720 -144.880 48.431 0.000 0.000 0.000 -131.288 -26.317 0.000 0.000 +../../11_seletopclusts/cluster_19_model_8.pdb - 158 -55.314 4.844 0.111 9.253 9.109 0.219 4.667 11 19 8 79.697 211.228 35.675 1192.870 0.000 0.000 0.000 2.603 1301.040 -240.371 45.238 0.000 0.000 0.000 -178.486 -17.813 0.000 0.000 +../../11_seletopclusts/cluster_19_model_9.pdb - 159 -53.111 5.271 0.139 10.208 9.924 0.208 5.127 11 19 9 100.086 213.512 35.819 1160.310 0.000 0.000 0.000 3.425 1281.930 -225.015 42.192 0.000 0.000 0.000 -146.471 -21.542 0.000 0.000 +../../11_seletopclusts/cluster_18_model_4.pdb - 160 -52.824 10.743 0.111 20.284 18.556 0.093 10.319 16 18 4 75.906 211.170 39.942 1123.130 0.000 0.000 0.000 -5.179 1291.250 -208.967 46.821 0.000 0.000 0.000 -146.504 -13.443 0.000 0.000 +../../11_seletopclusts/cluster_21_model_4.pdb - 161 -52.722 12.035 0.056 27.796 23.665 0.052 11.702 13 21 4 17.791 229.395 39.545 917.604 0.000 0.000 0.000 3.042 1296.520 -214.460 47.523 0.000 0.000 0.000 -211.321 -14.651 0.000 0.000 +../../11_seletopclusts/cluster_21_model_5.pdb - 162 -52.308 12.509 0.028 30.184 25.112 0.038 12.255 13 21 5 68.962 228.071 38.730 1032.570 0.000 0.000 0.000 -4.327 1299.570 -173.090 47.220 0.000 0.000 0.000 -124.387 -20.259 0.000 0.000 +../../11_seletopclusts/cluster_18_model_5.pdb - 163 -51.722 10.684 0.083 19.992 18.299 0.085 10.321 16 18 5 78.590 220.451 35.340 1055.950 0.000 0.000 0.000 -9.416 1284.220 -186.685 44.518 0.000 0.000 0.000 -120.923 -12.827 0.000 0.000 +../../11_seletopclusts/cluster_21_model_6.pdb - 164 -49.546 12.544 0.028 28.993 24.326 0.040 12.375 13 21 6 62.781 226.070 37.897 859.600 0.000 0.000 0.000 -3.698 1280.210 -167.099 46.328 0.000 0.000 0.000 -123.023 -18.706 0.000 0.000 +../../11_seletopclusts/cluster_21_model_7.pdb - 165 -40.914 11.771 0.056 25.661 22.664 0.057 11.276 13 21 7 95.046 214.796 37.004 884.145 0.000 0.000 0.000 8.924 1290.540 -272.174 47.358 0.000 0.000 0.000 -182.036 -4.908 0.000 0.000 +../../11_seletopclusts/cluster_20_model_6.pdb - 166 -38.411 6.644 0.028 20.735 17.507 0.073 6.438 15 20 6 97.726 223.186 36.041 1006.210 0.000 0.000 0.000 -14.469 1287.060 -69.477 44.537 0.000 0.000 0.000 8.429 -19.820 0.000 0.000 +../../11_seletopclusts/cluster_21_model_8.pdb - 167 -36.077 12.198 0.028 27.718 23.792 0.043 11.815 13 21 8 55.891 236.254 41.948 935.255 0.000 0.000 0.000 -2.794 1299.970 -167.053 51.575 0.000 0.000 0.000 -116.624 -5.461 0.000 0.000 diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/desolv_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/desolv_clt.html new file mode 100644 index 000000000..792cdb39f --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/desolv_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_air.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_air.html new file mode 100644 index 000000000..9353c5f0b --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_air.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_clt.html index 28caf6e1d..e235e527b 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_clt.html +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_clt.html @@ -1,11 +1,11 @@
- +
+ +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_elec.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_elec.html new file mode 100644 index 000000000..cf9937f23 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_elec.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_score.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_score.html index b930f01f6..0534498a3 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_score.html +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/dockq_score.html @@ -1,11 +1,11 @@
- +
+ +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/elec_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/elec_clt.html new file mode 100644 index 000000000..f2631da92 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/elec_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_air.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_air.html new file mode 100644 index 000000000..d6efbb39e --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_air.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_clt.html new file mode 100644 index 000000000..2ec145bea --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_desolv.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_desolv.html new file mode 100644 index 000000000..766b6240d --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_desolv.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_elec.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_elec.html new file mode 100644 index 000000000..9072abefe --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_elec.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_score.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_score.html new file mode 100644 index 000000000..fee4d29f1 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_score.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_vdw.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_vdw.html new file mode 100644 index 000000000..7a4aeaacd --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/fnat_vdw.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_air.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_air.html new file mode 100644 index 000000000..e82ea2e8e --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_air.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_clt.html new file mode 100644 index 000000000..0f09cf31a --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_desolv.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_desolv.html new file mode 100644 index 000000000..00a96beea --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_desolv.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_elec.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_elec.html new file mode 100644 index 000000000..201d3f941 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_elec.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_score.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_score.html new file mode 100644 index 000000000..a11407024 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_score.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_vdw.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_vdw.html new file mode 100644 index 000000000..dc34d0a86 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/ilrmsd_vdw.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_air.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_air.html new file mode 100644 index 000000000..983aa6717 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_air.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_clt.html index a428c2b08..0362cf7f7 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_clt.html +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_clt.html @@ -1,11 +1,11 @@
- +
+ +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_elec.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_elec.html new file mode 100644 index 000000000..a503d106f --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_elec.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_score.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_score.html index 2382496fb..857635553 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_score.html +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/irmsd_score.html @@ -1,11 +1,11 @@
- +
+ +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_air.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_air.html new file mode 100644 index 000000000..c81eac210 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_air.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_clt.html new file mode 100644 index 000000000..894ca53e3 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_clt.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_desolv.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_desolv.html new file mode 100644 index 000000000..c3b12c201 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_desolv.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_elec.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_elec.html new file mode 100644 index 000000000..665b1bb81 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_elec.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_score.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_score.html new file mode 100644 index 000000000..a024135a5 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_score.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_vdw.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_vdw.html new file mode 100644 index 000000000..1eed08460 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/lrmsd_vdw.html @@ -0,0 +1,23 @@ + +
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/report.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/report.html new file mode 100644 index 000000000..01613986b --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/report.html @@ -0,0 +1,94 @@ +Analysis report of step 12_caprieval

Analysis report of step 12_caprieval


+
+
The "Other" cluster is not a real cluster it containsall structures that are not in the top 10 clusters.
+ +
+
+ + +
+
+ + +
+
+
+ + +
+
+ + +
+ \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/score_clt.html b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/score_clt.html index 4da3e4e9c..052508565 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/score_clt.html +++ b/education/HADDOCK3/HADDOCK3-protein-protein/plots/scenario2/score_clt.html @@ -1,11 +1,11 @@
- +
+ +
+
+ + +
+ \ No newline at end of file From bb5b3050fbab0ed3d57910790735c93935247667 Mon Sep 17 00:00:00 2001 From: amjjbonvin Date: Mon, 15 Sep 2025 13:47:23 +0200 Subject: [PATCH 23/25] Updates to tutorial --- .../HADDOCK3-protein-protein/index.md | 556 ++++++++---------- 1 file changed, 242 insertions(+), 314 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-protein/index.md b/education/HADDOCK3/HADDOCK3-protein-protein/index.md index 754b32e2d..28cf5576f 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-protein/index.md @@ -845,7 +845,7 @@ Instead of running the full sampling scenario, you can run a shorter version (sa haddock3 workflows/scenario1-short.cfg
-As an indication, running locally on an Apple M2 laptop using 10 cores, this workflow completed in less than 3 minutes. +As an indication, running locally on an Apple M2 laptop using 12 cores, this workflow completed in less than 3 minutes, while the full runs takes about 21 minutes to complete.
@@ -921,12 +921,12 @@ on their rank, i.e. `cluster_1` refers to the top-ranked cluster. Information ab The simplest way to extract ranking information and the corresponding HADDOCK scores is to look at the `XX_caprieval` directories (which is why it is a good idea to have it as the final module, and possibly as intermediate steps). This directory will always contain a `capri_ss.tsv` single model statistics file, which contains the model names, rankings and statistics (score, iRMSD, Fnat, lRMSD, ilRMSD and dockq score). E.g. for `run1-short/11_caprieval`:
-model   md5     caprieval_rank  score   irmsd   fnat    lrmsd   ilrmsd  dockq   rmsd    cluster_id      cluster_ranking model-cluster_ranking   air       angles  bonds   bsa     cdih    coup    dani    desolv  dihe    elec    improper        rdcs    rg      sym     total   vdw     vean    xpcs
-../10_seletopclusts/cluster_1_model_1.pdb       -       1       -144.590        0.968   0.833   1.773   1.596   0.832   0.925   1       1       1         11.352  0.000   0.000   1572.430        0.000   0.000   0.000   -8.787  0.000   -528.847        0.000   0.000   0.000   0.000   -548.663          -31.169 0.000   0.000
-../10_seletopclusts/cluster_1_model_2.pdb       -       2       -144.369        0.969   0.833   1.764   1.677   0.833   0.917   1       1       2         3.578   0.000   0.000   1628.850        0.000   0.000   0.000   -4.135  0.000   -536.519        0.000   0.000   0.000   0.000   -566.229          -33.288 0.000   0.000
-../10_seletopclusts/cluster_1_model_3.pdb       -       3       -143.590        1.001   0.861   1.465   1.623   0.841   0.920   1       1       3         9.963   0.000   0.000   1616.320        0.000   0.000   0.000   -11.809 0.000   -495.045        0.000   0.000   0.000   0.000   -518.850          -33.768 0.000   0.000
-../10_seletopclusts/cluster_1_model_4.pdb       -       4       -142.554        1.083   0.861   2.156   1.981   0.819   1.039   1       1       4         10.613  0.000   0.000   1639.750        0.000   0.000   0.000   -6.181  0.000   -542.950        0.000   0.000   0.000   0.000   -561.182          -28.844 0.000   0.000
-....
+model   md5     caprieval_rank  score   irmsd   fnat    lrmsd   ilrmsd  dockq   rmsd    cluster_id      cluster_ranking model-cluster_ranking   air     angles    bonds   bsa     cdih    coup    dani    desolv  dihe    elec    improper        rdcs    rg      sym     total   vdw     vean    xpcs
+../10_seletopclusts/cluster_1_model_1.pdb       -       1       -148.148        1.030   0.889   1.472   1.672   0.846   0.927   1       1       1       6.170     241.843 37.056  1702.360        0.000   0.000   0.000   -13.126 1283.440        -496.737        47.899  0.000   0.000   0.000   -526.858        -36.292   0.000   0.000
+../10_seletopclusts/cluster_1_model_2.pdb       -       2       -144.448        1.039   0.861   1.481   1.712   0.836   0.934   1       1       2       12.376    224.041 34.946  1659.740        0.000   0.000   0.000   -8.098  1291.960        -499.715        47.404  0.000   0.000   0.000   -524.983        -37.644   0.000   0.000
+../10_seletopclusts/cluster_1_model_3.pdb       -       3       -144.433        1.070   0.861   1.505   1.761   0.831   0.959   1       1       3       12.586    234.166 37.464  1647.550        0.000   0.000   0.000   -10.129 1295.290        -514.186        49.351  0.000   0.000   0.000   -534.325        -32.725   0.000   0.000
+../10_seletopclusts/cluster_1_model_4.pdb       -       4       -144.132        0.929   0.889   1.442   1.437   0.861   0.862   1       1       4       11.926    240.560 37.771  1564.810        0.000   0.000   0.000   -17.454 1294.750        -427.513        50.907  0.000   0.000   0.000   -457.955        -42.368   0.000   0.000
+...
 
If clustering was performed prior to calling the `caprieval` module, the `capri_ss.tsv` file will also contain information about to which cluster the model belongs to and its ranking within the cluster. @@ -966,10 +966,9 @@ This file contains the cluster ranking and score statistics, averaged over the m
 cluster_rank    cluster_id      n       under_eval      score   score_std       irmsd   irmsd_std       fnat    fnat_std        lrmsd   lrmsd_std         dockq   dockq_std       ilrmsd  ilrmsd_std      rmsd    rmsd_std        air     air_std bsa     bsa_std desolv  desolv_std      elec    elec_std  total   total_std       vdw     vdw_std caprieval_rank
-1       1       10      -       -143.776        0.797   1.005   0.047   0.847   0.014   1.790   0.245   0.831   0.008   1.719   0.154   0.950   0.051     8.876   3.098   1614.337        25.576  -7.728  2.876   -525.840        18.467  -548.731        18.399  -31.767 1.951   1
-2       2       10      -       -105.647        1.229   8.381   0.284   0.062   0.012   16.486  0.188   0.101   0.005   15.075  0.553   8.804   0.164     17.581  18.306  1345.355        73.378  -10.584 2.556   -380.353        22.927  -383.522        23.800  -20.750 3.583   2
-3       4       4       -       -94.700 6.884   6.074   0.340   0.056   0.020   10.320  0.591   0.173   0.013   11.010  0.546   5.651   0.339   15
-...
+1       1       10      -       -145.291        1.655   1.017   0.053   0.875   0.014   1.475   0.022   0.844   0.012   1.646   0.125   0.920   0.036   10.765    2.663   1643.615        49.842  -12.202 3.521   -484.538        33.578  -511.030        30.842  -37.257 3.455   1
+2       2       10      -       -104.588        5.104   7.967   0.362   0.125   0.069   15.246  0.938   0.133   0.031   14.405  0.552   8.271   0.392   38.880    9.265   1401.525        77.410  -14.119 0.968   -339.316        28.112  -326.929        17.229  -26.494 8.879   2
+3       3       6       -       -88.298 4.646   3.016   0.265   0.326   0.030   8.303   1.830   0.350   0.052   7.289   0.855   2.997   0.436   28.868  21.272    1240.365        112.271 -16.524 4.943   -270.877        44.513  -262.493        33.887  -20.485 2.141   3
 
@@ -986,25 +985,31 @@ These are located in the respective `analysis/XX_caprieval` directories and can Let us now analyze the docking results for this scenario. Use for that either your own run or a pre-calculated run provided in the `runs` directory. + + +
+ +#### Cluster statistics + First of all let us check the final cluster statistics using the full run results from `runs/run1-full`. -Inspect the _capri_clt.tsv_ file +Go into the `analysis/10_caprieval_analysis` directory of the respective run directory (if needed copy the run or that directory to your local computer) and open in a web browser the `report.html` file. Be patient as this page contains interactive plots that may take some time to generate. -
- -View the pre-calculated 11_caprieval/capri_clt.tsv file expand_more - -
-cluster_rank    cluster_id      n       under_eval      score   score_std       irmsdirmsd_std        fnat    fnat_std        lrmsd   lrmsd_std       dockq   dockq_std    ilrmsd   ilrmsd_std      air     air_std bsa     bsa_std desolv  desolv_std      elec elec_std total   total_std       vdw     vdw_std caprieval_rank
-1       1       132     -       -136.315        2.459   0.922   0.050   0.847   0.0501.497    0.158   0.848   0.022   1.577   0.100   17.510  10.499  1592.155        26.85-11.290  2.460   -477.868        20.524  -491.561        13.390  -31.203 1.856   1     
-2       2       41      -       -118.410        9.418   7.843   0.237   0.194   0.00014.976   0.870   0.158   0.008   14.161  0.256   33.123  27.142  1525.405        19.48-11.788  2.649   -396.013        33.391  -393.621        55.889  -30.732 8.145   2     
-3       3       8       -       -87.144 5.206   3.741   0.418   0.333   0.039   7.4090.410    0.348   0.025   7.643   0.422   41.435  13.967  1290.872        72.223  -15.930       4.468   -245.765        38.007  -230.535        31.740  -26.204 3.205   3     
-4       4       4       -       -55.138 9.488   2.340   0.218   0.292   0.031   5.7850.727    0.424   0.019   5.334   0.773   42.306  19.922  960.189 142.370 -13.059 3.913-158.379 14.190  -130.707        26.432  -14.634 3.528   4
-
-
-
+You can also view this report online [here](plots/scenario1/report.html){:target="_blank"} -How many clusters are generated? + +On the top of the page, you will see a table that summarises the cluster statistics (taken from the `capri_clt.tsv` file). +The columns (corresponding to the various clusters) are sorted by default on the cluster rank, which is based on the HADDOCK score (found on the 4th row of the table). +As this is an interactive table, you can sort it as you wish by using the arrows present in the first column. +Simply click on the arrows of the term you want to use to sort the table (and you can sort it in ascending or descending order). +A snapshot of this table is shown below: + +*__Note__* that in case the PDB files are still compressed (gzipped) the download links will not work. Also online visualisation is not enabled. + + +Inspect the final cluster statistics + +How many clusters have been generated? Look at the score of the first few clusters: Are they significantly different if you consider their average scores and standard deviations? @@ -1018,11 +1023,11 @@ This means that the iRMSD, lRMSD, Fnat and DockQ statistics report on the qualit What is the rank of the first acceptable of better cluster generated? -We are providing in the `scripts` directory a simple script that extract some cluster statistics for acceptable or better clusters from the `caprieval` steps. +We are also providing in the `scripts` directory a simple script that extract some cluster statistics for acceptable or better clusters from the `caprieval` steps. To use is simply call the script with as argument the run directory you want to analyze, e.g.: - ./scripts/extract-capri-stats-clt.sh ./run1-full + ./scripts/extract-capri-stats-clt.sh ./runs/run1-full
@@ -1031,61 +1036,89 @@ To use is simply call the script with as argument the run directory you want to
 ==============================================
-== run1-full/02_caprieval/capri_clt.tsv
+== run1-full//02_caprieval/capri_clt.tsv
 ==============================================
 Total number of acceptable or better clusters:  0  out of  1
 Total number of medium or better clusters:      0  out of  1
 Total number of high quality clusters:          0  out of  1
 
-First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ: 
+First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ:
 First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
-Best cluster             - rank:  -  i-RMSD:  6.407  Fnat:  0.202  DockQ:  0.264      
+Best cluster             - rank:  -  i-RMSD:  5.163  Fnat:  0.292  DockQ:  0.339
 ==============================================
-== run1-full/04_caprieval/capri_clt.tsv
+== run1-full//04_caprieval/capri_clt.tsv
 ==============================================
 Total number of acceptable or better clusters:  0  out of  1
 Total number of medium or better clusters:      0  out of  1
 Total number of high quality clusters:          0  out of  1
 
-First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ: 
+First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ:
 First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
-Best cluster             - rank:  -  i-RMSD:  6.407  Fnat:  0.202  DockQ:  0.264      
+Best cluster             - rank:  -  i-RMSD:  5.970  Fnat:  0.174  DockQ:  0.222
 ==============================================
-== run1-full/06_caprieval/capri_clt.tsv
+== run1-full//06_caprieval/capri_clt.tsv
 ==============================================
-Total number of acceptable or better clusters:  1  out of  1
+Total number of acceptable or better clusters:  0  out of  1
 Total number of medium or better clusters:      0  out of  1
 Total number of high quality clusters:          0  out of  1
 
-First acceptable cluster - rank:  -  i-RMSD:  2.976  Fnat:  0.611  DockQ:  0.601
+First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ:
 First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
-Best cluster             - rank:  -  i-RMSD:  2.976  Fnat:  0.611  DockQ:  0.601      
+Best cluster             - rank:  -  i-RMSD:  5.846  Fnat:  0.174  DockQ:  0.223
 ==============================================
-== run1-full/08_caprieval/capri_clt.tsv
+== run1-full//08_caprieval/capri_clt.tsv
 ==============================================
-Total number of acceptable or better clusters:  1  out of  1
-Total number of medium or better clusters:      1  out of  1
+Total number of acceptable or better clusters:  0  out of  1
+Total number of medium or better clusters:      0  out of  1
 Total number of high quality clusters:          0  out of  1
 
-First acceptable cluster - rank:  -  i-RMSD:  1.673  Fnat:  0.736  DockQ:  0.727
-First medium cluster     - rank:  -  i-RMSD:  1.673  Fnat:  0.736  DockQ:  0.727      
-Best cluster             - rank:  -  i-RMSD:  1.673  Fnat:  0.736  DockQ:  0.727      
+First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ:
+First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
+Best cluster             - rank:  -  i-RMSD:  5.814  Fnat:  0.201  DockQ:  0.231
 ==============================================
-== run1-full/11_caprieval/capri_clt.tsv
+== run1-full//11_caprieval/capri_clt.tsv
 ==============================================
-Total number of acceptable or better clusters:  3  out of  4
-Total number of medium or better clusters:      1  out of  4
-Total number of high quality clusters:          1  out of  4
+Total number of acceptable or better clusters:  2  out of  3
+Total number of medium or better clusters:      1  out of  3
+Total number of high quality clusters:          0  out of  3
 
-First acceptable cluster - rank:  1  i-RMSD:  0.922  Fnat:  0.847  DockQ:  0.848
-First medium cluster     - rank:  1  i-RMSD:  0.922  Fnat:  0.847  DockQ:  0.848      
-Best cluster             - rank:  1  i-RMSD:  0.922  Fnat:  0.847  DockQ:  0.848      
+First acceptable cluster - rank:  1  i-RMSD:  1.017  Fnat:  0.875  DockQ:  0.844
+First medium cluster     - rank:  1  i-RMSD:  1.017  Fnat:  0.875  DockQ:  0.844
+Best cluster             - rank:  1  i-RMSD:  1.017  Fnat:  0.875  DockQ:  0.844
 

-Similarly some simple statistics can be extracted from the single model `caprieval` `capri_ss.tsv` files with the `extract-capri-stats.sh` script: +
+ +#### Visualizing the scores and their components + + +Next to the cluster statistic table shown above, the `report.html` file also contains a variety of plots displaying the HADDOCK score +and its components against various CAPRI metrics (i-RMSD, l-RMSD, Fnat, Dock-Q) with a color-coded representation of the clusters. +These are interactive plots. A menu on the top right of the first row (you might have to scroll to the rigth to see it) +allows you to zoom in and out in the plots and turn on and off clusters. + +As a reminder, you can view this report online [**here**](plots/scenario1/report.html){:target="_blank"} + + +Examine the plots (remember here that higher DockQ values and lower i-RMSD values correspond to better models) + + +For this antibody-antigen case, which of the score components correlates best with the quality of the models? + + +Finally, the report also shows at the bottom of the page plots of the cluster statistics (distributions of values per cluster ordered according to their HADDOCK rank). + +
+ +#### Some single structure analysis + + +Single structure statistics can also be visualised in an html report if you would open a file from a caprieval step prior to clustering (e.g. `08_caprieval` after the final energy minimisation). + +Some simple statistics can be extracted from the single model `caprieval` `capri_ss.tsv` files with the `extract-capri-stats.sh` script: @@ -1098,55 +1131,55 @@ Similarly some simple statistics can be extracted from the single model `capriev
 ==============================================
-== run1-full/02_caprieval/capri_ss.tsv
+== run1-full//02_caprieval/capri_ss.tsv
 ==============================================
-Total number of acceptable or better models:  365  out of  1000
-Total number of medium or better models:      199  out of  1000
+Total number of acceptable or better models:  401  out of  1000
+Total number of medium or better models:      221  out of  1000
 Total number of high quality models:          0  out of  1000
 
-First acceptable model - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711
-First medium model     - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711        
-Best model             - rank:  46  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713       
+First acceptable model - rank:  1  i-RMSD:  2.788  Fnat:  0.306  DockQ:  0.385
+First medium model     - rank:  7  i-RMSD:  1.148  Fnat:  0.556  DockQ:  0.711
+Best model             - rank:  9  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713
 ==============================================
-== run1-full/04_caprieval/capri_ss.tsv
+== run1-full//04_caprieval/capri_ss.tsv
 ==============================================
-Total number of acceptable or better models:  144  out of  200
-Total number of medium or better models:      137  out of  200
+Total number of acceptable or better models:  159  out of  200
+Total number of medium or better models:      155  out of  200
 Total number of high quality models:          0  out of  200
 
-First acceptable model - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711
-First medium model     - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711        
-Best model             - rank:  46  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713       
+First acceptable model - rank:  1  i-RMSD:  2.788  Fnat:  0.306  DockQ:  0.385
+First medium model     - rank:  7  i-RMSD:  1.148  Fnat:  0.556  DockQ:  0.711
+Best model             - rank:  9  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713
 ==============================================
-== run1-full/06_caprieval/capri_ss.tsv
+== run1-full//06_caprieval/capri_ss.tsv
 ==============================================
-Total number of acceptable or better models:  147  out of  200
-Total number of medium or better models:      118  out of  200
-Total number of high quality models:          20  out of  200
+Total number of acceptable or better models:  161  out of  200
+Total number of medium or better models:      141  out of  200
+Total number of high quality models:          41  out of  200
 
-First acceptable model - rank:  2  i-RMSD:  1.221  Fnat:  0.694  DockQ:  0.727
-First medium model     - rank:  2  i-RMSD:  1.221  Fnat:  0.694  DockQ:  0.727        
-Best model             - rank:  30  i-RMSD:  0.883  Fnat:  0.750  DockQ:  0.823       
+First acceptable model - rank:  1  i-RMSD:  1.034  Fnat:  0.833  DockQ:  0.827
+First medium model     - rank:  1  i-RMSD:  1.034  Fnat:  0.833  DockQ:  0.827
+Best model             - rank:  62  i-RMSD:  0.885  Fnat:  0.806  DockQ:  0.841
 ==============================================
-== run1-full/08_caprieval/capri_ss.tsv
+== run1-full//08_caprieval/capri_ss.tsv
 ==============================================
-Total number of acceptable or better models:  147  out of  200
-Total number of medium or better models:      118  out of  200
-Total number of high quality models:          34  out of  200
+Total number of acceptable or better models:  161  out of  200
+Total number of medium or better models:      141  out of  200
+Total number of high quality models:          49  out of  200
 
-First acceptable model - rank:  1  i-RMSD:  1.219  Fnat:  0.833  DockQ:  0.787
-First medium model     - rank:  1  i-RMSD:  1.219  Fnat:  0.833  DockQ:  0.787        
-Best model             - rank:  39  i-RMSD:  0.807  Fnat:  0.833  DockQ:  0.862       
+First acceptable model - rank:  1  i-RMSD:  1.030  Fnat:  0.889  DockQ:  0.846
+First medium model     - rank:  1  i-RMSD:  1.030  Fnat:  0.889  DockQ:  0.846
+Best model             - rank:  91  i-RMSD:  0.846  Fnat:  0.806  DockQ:  0.843
 ==============================================
-== run1-full/11_caprieval/capri_ss.tsv
+== run1-full//11_caprieval/capri_ss.tsv
 ==============================================
-Total number of acceptable or better models:  141  out of  185
-Total number of medium or better models:      116  out of  185
-Total number of high quality models:          34  out of  185
+Total number of acceptable or better models:  16  out of  26
+Total number of medium or better models:      10  out of  26
+Total number of high quality models:          5  out of  26
 
-First acceptable model - rank:  1  i-RMSD:  0.907  Fnat:  0.917  DockQ:  0.871
-First medium model     - rank:  1  i-RMSD:  0.907  Fnat:  0.917  DockQ:  0.871        
-Best model             - rank:  36  i-RMSD:  0.807  Fnat:  0.833  DockQ:  0.862          
+First acceptable model - rank:  1  i-RMSD:  1.030  Fnat:  0.889  DockQ:  0.846
+First medium model     - rank:  1  i-RMSD:  1.030  Fnat:  0.889  DockQ:  0.846
+Best model             - rank:  10  i-RMSD:  0.922  Fnat:  0.833  DockQ:  0.841
 
@@ -1184,35 +1217,48 @@ _**Note**_ that this kind of analysis only makes sense when we know the referenc

-
-#### Analysis scenario 1: visualising the scores and their components +
+ +#### Contacts analysis -We have precalculated a number of interactive plots to visualize the scores and their components versus ranks and model quality. +The contactmap analysis module of HADDOCK3 generates for each cluster both a contact matrix of the entire system showing all contacts within a 4.5Å cutoff and a chord chart representation of intermolecular contacts. + +In the current workflow we run, those files can be found in the `12_contactmap` directory. +These are again html files with interactive plots (hover with your mouse over the plots).
-Examine the plots (remember here that higher DockQ values and lower i-RMSD values correspond to better models) +Open in your favorite web browser the _cluster1_rank1_chordchart.html_ file to analyse the intermolecular contacts of the best-ranked cluster. -Models statistics: - -* [iRMSD versus HADDOCK score](plots/scenario1/irmsd_score.html){:target="_blank"} -* [DockQ versus HADDOCK score](plots/scenario1/dockq_score.html){:target="_blank"} +This file taken from the pre-computed run can also directly be visualized [**here**](cluster1_rank1_chordchart.html){:target="_blank"} -Cluster statistics (distributions of values per cluster ordered according to their HADDOCK rank): + +Can you identify which residue(s) make(s) the most intermolecular contacts? + -* [HADDOCK scores](plots/scenario1/score_clt.html){:target="_blank"} -* [iRMSD](plots/scenario1/irmsd_clt.html){:target="_blank"} -* [DockQ](plots/scenario1/dockq_clt.html){:target="_blank"}
### Analysis scenario 2: -Let us now analyse the docking results for this scenario. Use for that either your own run or a pre-calculated run provided in the `runs` directory. -Go into the _analysis/_caprieval_analysis_ directory of the respective run directory and +Let us now analyse the docking results for this scenario, which implements a clustering step after the rigid-body docking stage. +Use for that either your own run or a pre-calculated run provided in the `runs` directory. + +Look at the log file from the run (e.g. _runs/run2-full/log_) + +How many clusters were generated after the rigid-body docking stage? + +And in how many models this translated for the flexible refinement? + +Considering that the default settings will select a max of 10 models per cluster, how can you explain that the number of models for flexible refinement might be less than 10 times the number of clusters? + + +Open the `report.html` file found in _analysis/12_caprieval_ (or simply visualize the precalcuted one [**here**](plots/scenario2/report.html){:target="_blank"} + +Or go into the _analysis/_caprieval_analysis_ directory of the respective run directory and inspect the final cluster statistics in _capri_clt.tsv_ file -Inspect the final cluster statistics in _capri_clt.tsv_ file +View the final cluster statistics in _capri_clt.tsv_ file
@@ -1220,16 +1266,27 @@ Go into the _analysis/_caprieval_analysis_ directory of the respective run dire
 cluster_rank    cluster_id      n       under_eval      score   score_std       irmsdirmsd_std        fnat    fnat_std        lrmsd   lrmsd_std       dockq   dockq_std    ilrmsd   ilrmsd_std      air     air_std bsa     bsa_std desolv  desolv_std      elec elec_std total   total_std       vdw     vdw_std caprieval_rank
-1       1       37      -       -124.658        10.252  3.857   0.922   0.319   0.0976.660    1.321   0.365   0.085   6.780   1.681   31.615  22.188  1616.990        119.623       -6.778  6.101   -437.724        75.263  -439.605        69.689  -33.496 10.191
-2       3       26      -       -119.435        4.949   0.982   0.026   0.805   0.0522.058    0.408   0.816   0.026   1.781   0.120   29.748  11.990  1522.275        58.81-14.346  5.089   -383.147        87.371  -384.832        89.623  -31.434 9.369   2     
-3       8       15      -       -117.501        8.381   10.507  0.012   0.049   0.02318.245   0.253   0.082   0.008   17.406  0.097   16.941  13.148  1695.840        65.32-11.683  2.440   -305.048        31.227  -334.610        34.942  -46.502 3.538   3     
-4       10      12      -       -115.472        5.836   0.980   0.038   0.812   0.0532.062    0.443   0.819   0.020   1.762   0.114   19.993  10.271  1488.888        64.59-14.848  1.764   -351.208        32.914  -363.598        30.092  -32.382 8.809   4     
-5       2       27      -       -106.389        2.683   9.379   0.146   0.125   0.01416.285   0.693   0.122   0.004   16.768  0.405   20.260  12.423  1359.715        23.92-10.242  1.447   -272.409        33.608  -295.839        37.474  -43.691 4.786   5     
-6       4       25      -       -106.037        2.709   7.852   0.619   0.132   0.07715.047   1.787   0.139   0.042   14.277  0.588   43.187  10.734  1403.977        70.15-13.256  1.092   -361.058        57.590  -342.759        55.416  -24.888 11.965  6     
-7       9       13      -       -105.524        8.380   10.273  0.355   0.076   0.01217.160   0.297   0.098   0.005   16.986  0.601   52.965  34.487  1493.557        88.840.241    1.661   -433.424        58.594  -404.836        36.296  -24.376 10.058  7     
-8       13      11      -       -104.016        12.736  6.651   1.287   0.215   0.04112.319   2.028   0.201   0.046   11.777  2.166   67.269  34.762  1452.928        53.36-7.209   2.522   -367.069        36.068  -329.921        62.280  -30.121 8.255   8     
-9       12      11      -       -100.932        9.238   10.829  0.016   0.132   0.01218.562   0.153   0.108   0.004   17.755  0.101   32.367  14.729  1645.305        104.797       -18.030 2.335   -232.574        32.271  -239.830        42.371  -39.624 7.4289
-...
+1       5       10      -       -125.359        4.388   3.086   1.251   0.444   0.243   5.081   1.934   0.486   0.210   5.430   2.196   2.786   1.069        32.048  22.948  1571.068        28.129  -9.514  3.821   -425.572        37.053  -427.459        35.932  -33.935 6.140   1
+2       1       10      -       -123.194        8.135   0.981   0.044   0.806   0.028   2.184   0.304   0.814   0.015   1.778   0.162   1.033   0.049        13.946  5.260   1512.048        55.324  -14.070 3.982   -355.866        74.954  -381.265        63.589  -39.345 8.147   2
+3       12      9       -       -113.938        3.437   10.571  0.039   0.062   0.012   18.283  0.177   0.087   0.005   17.648  0.108   10.195  0.028        24.749  14.446  1764.635        32.066  -8.174  2.757   -314.484        11.793  -335.077        7.399   -45.342 4.611   3
+4       8       10      -       -110.012        6.398   6.667   1.272   0.215   0.041   12.111  2.232   0.204   0.051   11.792  2.259   6.712   1.253        45.220  27.328  1549.892        64.533  -5.661  5.224   -390.860        30.329  -376.341        47.099  -30.701 4.458   4
+5       4       10      -       -108.676        5.869   10.499  0.129   0.069   0.014   17.298  0.172   0.095   0.005   17.197  0.207   10.293  0.108        11.946  15.401  1544.793        64.698  -2.523  4.998   -384.582        44.071  -403.067        53.117  -30.431 7.890   5
+6       21      4       -       -102.620        23.209  1.649   0.524   0.681   0.140   4.128   1.761   0.654   0.140   3.513   1.386   1.672   0.562        31.928  23.111  1357.930        147.749 -12.666 4.195   -341.057        43.613  -334.063        74.936  -24.935 8.479   6
+7       2       10      -       -102.124        1.874   8.709   0.505   0.076   0.053   16.364  0.337   0.106   0.019   15.418  0.657   9.065   0.469        33.207  17.921  1329.695        79.441  -12.247 1.007   -369.341        21.900  -355.464        12.401  -19.329 3.840   7
+8       10      10      -       -101.907        3.082   9.371   0.165   0.090   0.012   15.797  0.261   0.113   0.003   16.570  0.220   8.647   0.174        8.097   3.210   1415.988        35.893  -6.841  0.611   -271.088        11.440  -304.651        11.812  -41.658 2.132   8
+9       18      5       -       -98.092 5.846   10.738  0.030   0.132   0.023   19.525  0.698   0.104   0.006   17.449  0.101   11.122  0.149   34.083       3.478   1377.390        64.030  -20.159 2.582   -235.614        29.112  -235.750        29.647  -34.219 2.454   9
+10      7       10      -       -94.360 4.046   10.858  0.034   0.111   0.028   18.439  0.384   0.102   0.011   17.808  0.240   10.684  0.070   43.394       27.139  1505.900        65.731  -15.427 1.135   -224.854        44.571  -219.762        48.090  -38.302 5.864   10
+11      17      5       -       -93.344 2.375   9.295   0.130   0.069   0.014   15.673  0.269   0.107   0.006   15.506  0.175   8.965   0.082   48.231       24.425  1500.330        86.456  -10.426 4.687   -267.404        39.376  -253.434        32.297  -34.260 2.445   11
+12      3       10      -       -93.174 2.214   7.066   0.716   0.083   0.056   12.460  1.736   0.151   0.006   13.150  1.720   6.607   0.728   41.548       22.209  1181.820        27.395  -11.433 2.031   -322.491        35.935  -302.340        40.530  -21.397 7.920   12
+13      14      8       -       -92.717 9.474   4.740   0.956   0.278   0.115   15.360  3.199   0.211   0.085   11.538  2.537   5.285   0.978   14.441       21.804  1351.725        138.474 -2.305  4.295   -313.494        33.803  -328.210        52.151  -29.157 5.413   13
+14      9       10      -       -92.512 2.704   6.006   0.705   0.132   0.030   13.310  1.341   0.162   0.028   11.059  1.234   6.347   0.699   36.390       4.506   1515.135        68.122  -4.445  4.691   -294.152        45.932  -290.638        45.787  -32.876 4.149   14
+15      20      4       -       -87.091 14.312  6.080   0.056   0.007   0.012   9.910   0.394   0.163   0.008   12.295  0.666   5.170   0.228   36.574       21.213  1280.060        227.092 3.292   3.601   -354.703        42.910  -341.228        50.728  -23.100 7.777   15
+16      19      4       -       -82.561 4.737   10.471  0.203   0.076   0.012   17.850  0.115   0.094   0.004   17.887  0.456   10.255  0.108   57.751       22.350  1456.233        47.296  2.020   3.524   -300.527        60.550  -273.027        45.767  -30.251 8.039   16
+17      6       10      -       -78.096 1.276   8.664   0.310   0.097   0.031   14.559  0.423   0.127   0.013   15.264  0.157   8.073   0.465   25.747       19.256  1281.750        84.282  -2.103  3.681   -294.634        35.352  -288.529        15.213  -19.642 7.157   17
+18      16      5       -       -77.001 14.086  10.444  0.226   0.083   0.020   18.519  1.216   0.093   0.005   17.777  0.581   9.910   0.296   56.060       14.408  1337.155        124.229 -1.707  3.567   -288.270        51.526  -255.455        68.193  -23.245 6.011   18
+19      11      9       -       -71.077 9.704   4.883   0.281   0.125   0.057   10.033  0.449   0.210   0.026   8.851   0.651   4.978   0.290   71.689       25.649  1418.830        120.651 1.831   1.470   -235.329        27.016  -196.651        39.597  -33.011 7.464   19
+20      15      6       -       -66.760 4.851   5.334   0.168   0.076   0.030   15.837  0.577   0.125   0.011   13.994  0.395   4.917   0.222   60.002       23.499  1302.927        47.402  -13.791 2.317   -179.987        19.337  -142.957        17.357  -22.972 7.125   20
+21      13      8       -       -61.744 6.369   12.082  0.275   0.042   0.014   27.742  2.419   0.048   0.009   23.755  1.443   11.710  0.370   23.892       12.304  988.051 54.474  -1.164  4.633   -215.609        32.195  -211.565        22.347  -19.847 5.152   21
 

@@ -1240,6 +1297,9 @@ cluster_rank cluster_id n under_eval score score_std What is the rank of the first acceptable of better cluster generated? +How different are the results from scenari1 above? + + In this run we also had a `caprieval` after the clustering of the rigid body models (step 5 of our workflow). @@ -1251,16 +1311,36 @@ In this run we also had a `caprieval` after the clustering of the rigid body mod
 cluster_rank    cluster_id      n       under_eval      score   score_std       irmsdirmsd_std        fnat    fnat_std        lrmsd   lrmsd_std       dockq   dockq_std    ilrmsd   ilrmsd_std      air     air_std bsa     bsa_std desolv  desolv_std      elec elec_std total   total_std       vdw     vdw_std caprieval_rank
-1       4       20      -       -32.647 0.718   8.443   0.050   0.056   0.000   16.670.440    0.098   0.003   15.142  0.029   103.171 30.153  1037.440        40.574  -16.600       0.384   -6.642  0.367   90.292  34.825  -6.237  4.862   1
-2       1       20      -       -32.078 0.309   1.193   0.052   0.563   0.012   2.3440.382    0.701   0.015   2.241   0.176   144.927 37.448  1185.507        24.515  -14.154       0.495   -7.458  0.197   131.527 41.553  -5.942  4.909   2
-3       11      15      -       -31.524 0.512   2.591   0.043   0.306   0.000   5.8830.150    0.411   0.006   5.951   0.125   238.270 90.904  838.533 10.610  -17.621 0.383-7.971   0.168   237.269 95.233  6.969   4.900   3
-4       23      6       -       -31.175 0.237   4.180   0.009   0.285   0.012   7.7030.015    0.316   0.004   8.171   0.036   217.839 78.900  1071.035        16.129  -15.642       0.348   -6.892  0.257   199.998 83.806  -10.949 5.140   4
-5       32      4       -       -30.152 1.356   7.126   0.074   0.069   0.024   16.690.938    0.106   0.014   12.952  0.455   286.907 150.515 1041.192        37.687  -13.618       0.880   -8.950  0.629   273.851 150.190 -4.106  4.566   5
-6       33      4       -       -29.431 2.824   2.660   0.894   0.326   0.121   7.1353.087    0.407   0.141   6.418   2.586   124.179 48.395  917.899 78.204  -13.272 2.489-8.230   0.566   116.856 51.814  0.907   4.084   6
-7       2       20      -       -27.915 0.952   4.133   0.017   0.139   0.020   7.0510.018    0.282   0.007   7.455   0.023   264.450 31.588  1014.276        17.755  -11.711       0.867   -8.673  0.226   252.511 36.667  -3.266  5.371   7
-8       17      11      -       -27.474 1.291   6.676   0.703   0.063   0.012   11.461.246    0.157   0.014   12.049  1.207   303.023 57.328  963.135 62.068  -12.556 1.856-8.338   0.587   296.748 55.220  2.063   6.790   8
-9       13      14      -       -27.374 0.754   10.733  0.011   0.083   0.000   18.250.037    0.094   0.000   17.522  0.031   134.468 43.797  1039.598        13.308  -13.613       0.558   -4.687  0.149   127.422 45.173  -2.360  2.548   9
-...
+1       1       10      -       -32.085 0.532   1.569   0.704   0.493   0.108   3.261   1.920   0.626   0.139   3.239   1.899   1.371   0.630   163.741      5.130   1096.804        147.437 -15.091 1.814   -7.653  0.184   155.025 5.201   -1.064  3.432   1
+2       4       10      -       -31.438 0.483   8.377   0.016   0.056   0.000   16.257  0.209   0.100   0.001   15.092  0.021   8.601   0.060   148.614      20.136  1083.170        10.831  -15.943 0.478   -6.143  0.052   141.809 21.538  -0.662  2.474   2
+3       15      10      -       -30.142 2.812   8.789   0.367   0.056   0.000   17.178  0.424   0.094   0.003   15.609  0.429   9.206   0.377   85.840       24.724  977.613 55.919  -15.288 2.084   -5.892  1.039   75.478  26.318  -4.470  2.895   3
+4       6       10      -       -29.262 0.574   6.284   0.094   0.056   0.000   10.770  0.167   0.164   0.003   11.372  0.164   5.926   0.099   204.351      42.538  895.455 34.659  -13.781 0.500   -8.598  0.913   198.583 48.041  2.830   6.676   4
+5       12      10      -       -28.715 1.503   2.121   0.390   0.396   0.084   5.727   1.699   0.478   0.091   4.797   1.005   2.105   0.526   137.121      57.651  968.825 11.297  -12.596 1.112   -7.751  1.194   124.217 59.616  -5.153  4.592   5
+6       23      5       -       -28.004 4.467   4.628   0.458   0.229   0.063   8.403   0.719   0.278   0.041   8.665   0.518   4.529   0.513   161.866      85.923  1107.378        53.522  -13.362 3.274   -5.086  0.903   146.704 96.226  -10.075 9.473   6
+7       21      5       -       -27.112 0.545   10.707  0.023   0.125   0.014   19.763  0.277   0.100   0.005   17.409  0.037   11.161  0.069   146.469      20.528  1176.923        25.825  -14.032 0.326   -2.641  0.265   130.375 24.933  -13.453 4.243   7
+8       2       10      -       -26.081 0.401   4.104   0.017   0.132   0.012   6.997   0.014   0.282   0.004   7.414   0.031   3.802   0.013   203.010      53.514  1010.929        13.658  -10.151 0.339   -7.781  0.182   188.218 54.768  -7.012  1.821   8
+9       8       10      -       -24.831 1.483   10.609  0.066   0.049   0.012   18.508  0.445   0.081   0.006   17.736  0.217   10.229  0.081   101.918      63.948  1468.570        21.634  -8.022  0.931   -2.902  0.631   74.945  67.905  -24.071 5.641   9
+10      14      10      -       -24.399 0.904   3.597   0.265   0.194   0.028   10.974  1.100   0.241   0.031   9.028   1.060   3.504   0.179   172.370      55.524  1158.146        121.901 -8.674  1.642   -5.801  1.277   159.977 66.010  -6.592  13.112  10
+11      29      4       -       -24.070 1.736   8.664   0.807   0.042   0.014   18.290  1.080   0.083   0.012   15.566  1.230   9.000   0.716   448.512      126.983 988.570 106.410 -15.921 1.758   -2.762  0.407   447.092 130.529 1.341   9.436   11
+12      3       10      -       -23.463 0.229   9.482   0.023   0.042   0.014   16.322  0.193   0.093   0.006   16.966  0.097   8.758   0.032   81.551       31.696  1141.702        19.289  -6.834  0.710   -5.973  0.141   70.159  34.564  -5.420  3.678   12
+13      13      10      -       -23.357 1.305   7.302   0.161   0.139   0.020   12.910  0.299   0.161   0.007   13.105  0.169   7.214   0.205   268.147      121.404 1077.705        35.823  -5.623  0.736   -9.544  0.692   249.265 124.014 -9.337  5.642   13
+14      20      5       -       -22.594 1.264   7.723   0.244   0.118   0.023   13.916  0.288   0.142   0.010   14.340  0.222   7.376   0.276   432.674      31.549  989.278 44.144  -9.032  1.016   -7.950  1.887   420.099 29.336  -4.625  4.581   14
+15      18      10      -       -22.191 0.304   2.210   0.013   0.389   0.000   5.406   0.090   0.472   0.003   4.211   0.040   2.239   0.015   216.113      76.283  1131.940        15.150  -9.207  0.756   -3.663  0.095   196.226 79.057  -16.224 2.900   15
+16      19      8       -       -21.866 0.498   10.867  0.021   0.090   0.012   18.900  0.121   0.092   0.005   18.103  0.072   10.696  0.013   163.911      67.272  1237.880        14.530  -10.461 0.439   -0.507  0.298   147.611 70.977  -15.793 5.107   16
+17      17      10      -       -21.465 0.810   10.809  0.003   0.104   0.012   17.715  0.028   0.103   0.004   17.457  0.009   10.547  0.005   316.134      69.551  1366.262        24.712  -8.579  0.766   -2.305  0.238   305.960 72.442  -7.869  3.101   17
+18      10      10      -       -21.031 0.307   5.682   0.108   0.083   0.083   17.768  1.211   0.112   0.020   14.388  0.256   5.741   0.641   148.855      92.373  1134.628        103.961 -5.281  3.162   -5.798  1.240   133.714 104.088 -9.343  10.550  18
+19      7       10      -       -20.282 0.894   9.722   0.476   0.062   0.012   17.085  0.299   0.095   0.004   16.129  0.681   9.743   0.390   381.512      124.204 980.973 112.048 -6.725  1.139   -7.554  1.319   373.060 129.037 -0.898  6.137   19
+20      24      5       -       -20.203 5.838   10.712  0.035   0.076   0.012   17.941  0.233   0.093   0.005   18.116  0.568   10.510  0.225   276.084      112.917 1081.205        117.863 -8.239  5.353   -3.851  1.334   266.101 114.799 -6.132  2.624   20
+21      25      5       -       -17.992 4.221   9.166   0.204   0.056   0.000   15.726  0.889   0.103   0.007   15.404  0.312   8.899   0.282   318.210      136.576 1167.855        99.445  -6.764  3.757   -2.752  0.201   317.481 138.114 2.022   3.315   21
+22      11      10      -       -14.627 2.778   11.930  0.214   0.035   0.012   26.403  0.784   0.048   0.006   22.691  0.873   11.695  0.143   108.4
+65      73.961  883.253 62.138  -1.452  4.869   -5.347  2.179   95.114  84.827  -8.003  8.865   22
+23      28      4       -       -13.956 1.434   9.248   0.062   0.069   0.014   15.172  0.121   0.111   0.006   15.871  0.037   8.812   0.087   333.032      163.288 900.703 18.410  -0.566  0.668   -7.739  0.067   327.877 173.691 2.584   10.899  23
+24      5       10      -       -13.809 0.940   5.941   0.121   0.083   0.000   13.604  0.335   0.141   0.004   11.115  0.156   6.271   0.156   181.681      73.025  1115.750        29.267  0.965   2.118   -5.370  2.346   169.975 73.043  -6.336  1.947   24
+25      22      5       -       -12.560 1.188   10.407  0.126   0.083   0.000   18.541  0.854   0.093   0.004   17.759  0.339   9.907   0.197   251.455      15.438  1063.331        79.801  -2.378  0.427   -2.031  0.309   246.143 17.820  -3.281  3.034   25
+26      26      4       -       -11.288 1.665   6.107   0.030   0.000   0.000   9.984   0.158   0.159   0.003   12.762  0.154   4.959   0.028   285.194      179.389 981.991 27.029  2.056   0.255   -6.272  0.330   268.549 186.322 -10.373 7.384   26
+27      16      10      -       -10.737 1.179   5.226   0.141   0.069   0.057   9.703   0.339   0.193   0.026   9.735   0.288   4.973   0.112   215.948      101.338 1188.425        107.307 4.567   1.022   -5.409  0.184   193.521 103.680 -17.019 3.000   27
+28      9       10      -       -10.587 0.423   8.494   0.025   0.056   0.000   14.509  0.082   0.114   0.001   15.302  0.056   7.869   0.027   226.991      58.991  1067.017        22.014  4.837   0.263   -6.980  0.109   215.655 60.210  -4.356  1.585   28
+29      27      4       -       -6.631  1.611   10.456  0.170   0.069   0.014   17.544  0.127   0.093   0.004   17.767  0.300   10.166  0.093   341.261      67.134  1170.100        84.016  7.085   2.274   -5.380  1.321   331.044 71.652  -4.837  6.069   29
 

@@ -1282,227 +1362,72 @@ cluster_rank cluster_id n under_eval score score_std

-
-Use the `extract-capri-stats-clt.sh` script to extract some simple cluster statistics for this run. +
+
- - ./scripts/extract-capri-stats-clt.sh runs/run2-full/ - +## Visualisation of the models -
- - View the output of the script expand_more - -
-==============================================
-== run2-full/02_caprieval/capri_clt.tsv
-==============================================
-Total number of acceptable or better clusters:  0  out of  1
-Total number of medium or better clusters:      0  out of  1
-Total number of high quality clusters:          0  out of  1
+We will now visualise the generated models. For this go for example to `runs/run1-full/10_seletopclusts/`. This directory contains the top10 models of each cluster.
+For visualisation we can load in PyMol the best model of each cluseter (the ones ending with `_1.pdb`). By default the PDB files will be gzipped. 
+PyMol should be able to directly read those.
+In order to compare the various clusters we will however download the models and inspect them using PyMol.
 
-First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ: 
-First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
-Best cluster             - rank:  -  i-RMSD:  6.407  Fnat:  0.202  DockQ:  0.264      
-==============================================
-== run2-full/05_caprieval/capri_clt.tsv
-==============================================
-Total number of acceptable or better clusters:  6  out of  33
-Total number of medium or better clusters:      1  out of  33
-Total number of high quality clusters:          0  out of  33
 
-First acceptable cluster - rank:  2  i-RMSD:  1.193  Fnat:  0.563  DockQ:  0.701
-First medium cluster     - rank:  2  i-RMSD:  1.193  Fnat:  0.563  DockQ:  0.701      
-Best cluster             - rank:  2  i-RMSD:  1.193  Fnat:  0.563  DockQ:  0.701      
-==============================================
-== run2-full/07_caprieval/capri_clt.tsv
-==============================================
-Total number of acceptable or better clusters:  0  out of  1
-Total number of medium or better clusters:      0  out of  1
-Total number of high quality clusters:          0  out of  1
+Then start PyMOL and load each cluster representative:
 
-First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ: 
-First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
-Best cluster             - rank:  -  i-RMSD:  8.237  Fnat:  0.104  DockQ:  0.121      
-==============================================
-== run2-full/09_caprieval/capri_clt.tsv
-==============================================
-Total number of acceptable or better clusters:  0  out of  1
-Total number of medium or better clusters:      0  out of  1
-Total number of high quality clusters:          0  out of  1
+File menu -> Open -> select cluster_1_model_1.pdb.gz
 
-First acceptable cluster - rank:   i-RMSD:   Fnat:   DockQ: 
-First medium cluster     - rank:   i-RMSD:   Fnat:   DockQ:
-Best cluster             - rank:  -  i-RMSD:  4.840  Fnat:  0.361  DockQ:  0.400      
-==============================================
-== run2-full/12_caprieval/capri_clt.tsv
-==============================================
-Total number of acceptable or better clusters:  4  out of  25
-Total number of medium or better clusters:      2  out of  25
-Total number of high quality clusters:          2  out of  25
-
-First acceptable cluster - rank:  1  i-RMSD:  3.857  Fnat:  0.319  DockQ:  0.365
-First medium cluster     - rank:  2  i-RMSD:  0.982  Fnat:  0.805  DockQ:  0.816      
-Best cluster             - rank:  4  i-RMSD:  0.980  Fnat:  0.812  DockQ:  0.819      
-
-
- -
+Repeat this for each cluster. -Similarly some simple statistics can be extracted from the single model `caprieval` `capri_ss.tsv` files with the `extract-capri-stats.sh` script: +Alternatively you could start PyMol from the command line (if available) and load all models at once: -./scripts/extract-capri-stats.sh ./runs/run2-full +pymol *_1.pdb.gz -
- -View the output of the script expand_more - -
-==============================================
-== run2-full/02_caprieval/capri_ss.tsv
-==============================================
-Total number of acceptable or better models:  365  out of  1000
-Total number of medium or better models:      199  out of  1000
-Total number of high quality models:          0  out of  1000
-
-First acceptable model - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711
-First medium model     - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711        
-Best model             - rank:  46  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713       
-==============================================
-== run2-full/05_caprieval/capri_ss.tsv
-==============================================
-Total number of acceptable or better models:  62  out of  375
-Total number of medium or better models:      22  out of  375
-Total number of high quality models:          0  out of  375
-
-First acceptable model - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711
-First medium model     - rank:  3  i-RMSD:  1.153  Fnat:  0.556  DockQ:  0.711        
-Best model             - rank:  46  i-RMSD:  1.145  Fnat:  0.556  DockQ:  0.713       
-==============================================
-== run2-full/07_caprieval/capri_ss.tsv
-==============================================
-Total number of acceptable or better models:  74  out of  375
-Total number of medium or better models:      27  out of  375
-Total number of high quality models:          1  out of  375
-
-First acceptable model - rank:  6  i-RMSD:  1.081  Fnat:  0.750  DockQ:  0.771
-First medium model     - rank:  6  i-RMSD:  1.081  Fnat:  0.750  DockQ:  0.771        
-Best model             - rank:  36  i-RMSD:  0.930  Fnat:  0.778  DockQ:  0.822       
-==============================================
-== run2-full/09_caprieval/capri_ss.tsv
-==============================================
-Total number of acceptable or better models:  74  out of  375
-Total number of medium or better models:      27  out of  375
-Total number of high quality models:          7  out of  375
-
-First acceptable model - rank:  1  i-RMSD:  3.718  Fnat:  0.333  DockQ:  0.382
-First medium model     - rank:  3  i-RMSD:  0.991  Fnat:  0.806  DockQ:  0.821        
-Best model             - rank:  60  i-RMSD:  0.896  Fnat:  0.778  DockQ:  0.828       
-==============================================
-== run2-full/12_caprieval/capri_ss.tsv
-==============================================
-Total number of acceptable or better models:  65  out of  317
-Total number of medium or better models:      27  out of  317
-Total number of high quality models:          7  out of  317
-
-First acceptable model - rank:  1  i-RMSD:  3.718  Fnat:  0.333  DockQ:  0.382
-First medium model     - rank:  3  i-RMSD:  0.991  Fnat:  0.806  DockQ:  0.821        
-Best model             - rank:  54  i-RMSD:  0.896  Fnat:  0.778  DockQ:  0.828       
-
-
- -
- -_**Note**_ that this kind of analysis only makes sense when we know the reference complex and for benchmarking / performance analysis purposes. - -Look at the single structure statistics provided by the script - -How does the quality of the model changes after flexible refinement? Consider here the various metrics. - -
- - Answer expand_more - -

- In this case we observe a small improvement in terms of iRMSD values as well as in the fraction of native contacts and the DockQ scores. Also the single model rankings have improved, but the top ranked model is not the best one. -

-
- -
- -Is the best model always rank as first? - -
- - Answer expand_more - -

- This is clearly not the case. The scoring function is not perfect, but does a reasonable job in ranking models of acceptable or better quality on top in this case. -

-
+Once all files have been loaded, type in the PyMOL command window: -
- -#### Analysis scenario 2: visualising the scores and their components - -We have precalculated a number of interactive plots to visualize the scores and their components versus ranks and model quality. - - -Examine the plots (remember here that higher DockQ values and lower i-RMSD values correspond to better models) + +show cartoon
+util.cbc
+hide lines
-Models statistics: - -* [iRMSD versus HADDOCK score](plots/scenario2/irmsd_score.html){:target="_blank"} -* [DockQ versus HADDOCK score](plots/scenario2/dockq_score.html){:target="_blank"} - -Cluster statistics (distributions of values per cluster ordered according to their HADDOCK rank): +Let's then superimpose all models on chain A of the first cluster: -* [HADDOCK scores](plots/scenario2/score_clt.html){:target="_blank"} -* [iRMSD](plots/scenario2/irmsd_clt.html){:target="_blank"} -* [DockQ](plots/scenario2/dockq_clt.html){:target="_blank"} - -
- -### Comparing the performance of the two scenarios + +select cluster_1_model_1 and chain A
+alignto sele
+
-Clearly all three scenarios give good results with an acceptable cluster in all three cases ranked at the top: +This will align all clusters on chain A (E2A), maximizing the differences in the orientation of chain B (HPR). -{% highlight shell %} -============================================== -== scenario1-full/11_caprieval/capri_ss.tsv -============================================== -Total number of acceptable or better models: 141 out of 185 -Total number of medium or better models: 116 out of 185 -Total number of high quality models: 34 out of 185 + +Examine the various clusters. How does the orientation of HPR differ between them? + -First acceptable model - rank: 1 i-RMSD: 0.907 Fnat: 0.917 DockQ: 0.871 -First medium model - rank: 1 i-RMSD: 0.907 Fnat: 0.917 DockQ: 0.871 -Best model - rank: 36 i-RMSD: 0.807 Fnat: 0.833 DockQ: 0.862 +**Note:** You can turn on and off a cluster by clicking on its name in the right panel of the PyMOL window. -============================================== -== scenario2-cltsel-full/12_caprieval/capri_ss.tsv -============================================== -Total number of acceptable or better models: 65 out of 317 -Total number of medium or better models: 27 out of 317 -Total number of high quality models: 7 out of 317 +Let's now check if the active residues which we defined are actually part of the interface. In the PyMOL command window type: -First acceptable model - rank: 1 i-RMSD: 3.718 Fnat: 0.333 DockQ: 0.382 -First medium model - rank: 3 i-RMSD: 0.991 Fnat: 0.806 DockQ: 0.821 -Best model - rank: 54 i-RMSD: 0.896 Fnat: 0.778 DockQ: 0.828 + +select e2a_active, (resi 38,40,45,46,69,71,78,80,94,96,141) and chain A
+select hpr_active, (resi 15,16,17,20,48,49,51,52,54,56) and chain B
+color red, e2a_active
+color orange, hpr_active
+
-{% endhighlight %} + +Are the active residues in the interface? + -While the first two scenarios show similar results, we can observe that scenario 2 produces a higher count of clusters, i.e. a higher conformational diversity than the other scenarios. -This difference is most probably a consequence of the clustering step carried out after the rigidbody docking. In fact, this additional step allowed us to select the best models of each clusters, retaining the diversity produced in the riigid body step, while selecting the overall best ranked models in the first two scenarios showed lower diversity.

+ ## Biological insights The E2A-HPR complex is involved in phosphate-transfer, in which a phosphate group attached to histidine 90 of E2A (which we named NEP) is transferred to a histidine of HPR. As such, the docking models should make sense according to this information, meaning that two histidines should be in close proximity at the interface. Using PyMOL, check the various cluster representatives (we are assuming here you have performed all PyMOL commands of the previous section): @@ -1522,7 +1447,7 @@ zoom resn NEP
- +
Zoom back to all visible molecules with @@ -1538,6 +1463,8 @@ To facilitate this analysis, view each cluster in turn (use the right panel to a Is this cluster also the best ranked one? + +

## Comparison with the reference structure @@ -1573,6 +1500,7 @@ Does any of the cluster representatives ressemble the reference NMR structure? In case you found a reasonable prediction, what is its cluster rank? +**_Note_** that based on the CAPRI analysis output discussed previously you should already know the answer to these questions.

From 6f1a15569d2587ec595e1e35babfe15422df8931 Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Wed, 29 Oct 2025 15:50:38 +0100 Subject: [PATCH 24/25] DockQ added to the capri evaluation --- education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md index 0c413bebc..12ebd6365 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md @@ -890,9 +890,9 @@ The iRMSD, lRMSD and Fnat metrics are the ones used in the blind protein-protein In CAPRI the quality of a model is defined as (for protein-protein complexes): -* **acceptable model**: i-RMSD < 4Å or l-RMSD<10Å and Fnat > 0.1 -* **medium quality model**: i-RMSD < 2Å or l-RMSD<5Å and Fnat > 0.3 -* **high quality model**: i-RMSD < 1Å or l-RMSD<1Å and Fnat > 0.5 +* **acceptable model**: i-RMSD < 4Å or l-RMSD<10Å and Fnat > 0.1 (0.23 < DOCKQ < 0.49) +* **medium quality model**: i-RMSD < 2Å or l-RMSD<5Å and Fnat > 0.3 (0.49 < DOCKQ < 0.8) +* **high quality model**: i-RMSD < 1Å or l-RMSD<1Å and Fnat > 0.5 (DOCKQ > 0.8) What is based on this CAPRI criterion the quality of the best model listed above (emref_33.pdb)? From 68115d126cd0b8ca0fb39b6505f47d72fac2c7e3 Mon Sep 17 00:00:00 2001 From: Raphaelle Versini Date: Wed, 29 Oct 2025 16:20:44 +0100 Subject: [PATCH 25/25] note added --- education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md index 12ebd6365..0e32ce34a 100644 --- a/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-protein-basic/index.md @@ -1499,7 +1499,7 @@ alignto sele
-Does any of the cluster representatives ressemble the reference NMR structure? +Does any of the cluster representatives ressemble the reference NMR structure? (note: in principle the analysis done above and the caprieval results should allow you to already answer these questions) In case you found a reasonable prediction, what is its cluster rank?