From db7f5fc28d1c09909c1728df88d063614888bb07 Mon Sep 17 00:00:00 2001 From: Tom Goddard Date: Fri, 19 Jan 2024 19:02:05 -0800 Subject: [PATCH] Added AlphaFold database search example. --- alphafold_mining/Q9GYP2.png | Bin 0 -> 317770 bytes alphafold_mining/af_mining.md | 196 ++++++++ alphafold_mining/cyssearch.py | 102 +++++ alphafold_mining/results.txt | 836 ++++++++++++++++++++++++++++++++++ index.md | 1 + 5 files changed, 1135 insertions(+) create mode 100644 alphafold_mining/Q9GYP2.png create mode 100644 alphafold_mining/af_mining.md create mode 100644 alphafold_mining/cyssearch.py create mode 100644 alphafold_mining/results.txt diff --git a/alphafold_mining/Q9GYP2.png b/alphafold_mining/Q9GYP2.png new file mode 100644 index 0000000000000000000000000000000000000000..f2281ec1363f666cf47aba020c0abee26d799e14 GIT binary patch literal 317770 zcmXuL1z1$w_clBrNQZT*+2yN1cbQx__+o6^!NnC1w_CX51$yH5Z`l7K0a|iJ|mTb z2mRo!diQVDb$RRQW9e=K(U;d%;+D4q7jU;UmPu=DhE73byk@$untf8%Y><7MUXmdD20i`VM^-t5b}`Shy`xIW?i_2s-g?Ofa; zwl3DzmhRT*+FV26Unu`~(=M)l?)J8Jo{(~e`&(xCe?L>7VLA$a2FF$TwFd<9nEC!U znu^Y|KM*tsL`6YP&v$X}v#o{6oEJ~qnV2muE|vw_{KGdc5ay_2+us0G( zq#vVfBs2@I_vYD=9yQa>Ogmdk9VQZwNm*on2eaicf{xz3~&e|#(K7!CiY2fm&eMgPw+ogN5@^M z^B<(yMG&;H0A=cb={14wqN!UZkPt+^wsJ+Rl7nM!M7XBQ&bwO?UTouLXAPEQpTJ*J zG}Rq;n!4-P3)8maPT7-&GO)Kr0*)-&PuS1~K1838Ud}WJzLV7b(c$MIFE20rBrP;F zG&eW*B0H0&+9eMqX{EH@IAFNn*hYQYwp)$IlXcErIB6%IL$4D1eEh#EBa(Qyd{!wg zqbLQ`Rkd~dvWAYbm$JF3>E>7_-K6t;HPOJEmEESn_PN4S%dt?mu@A)1p%;v@kPtTh z#_QW`j{(f}Y<^8D))dP;(Oj8a?sw;9H424IrlzKoc0!^r(9pBb=R1QWAU{0!7Yi-% z&>;D2s>-_ZjNBws0)9m@ejVlII|kKI5*Q4&AIRW&?*1k=CzBstQ8Uw8GKWB8-(@m>`9!`Q!g)JO40#8S=6D= z7x3-d+sN$BwcpW>j!an~J|mdhCfWnkR$fvydo(Js)u!!d21%c+57b!%109^^ZhO`e z|L(nxjjc0clqG2(&h}V^N>gNe@L+6*@vF?oXm4GSS^f0C%?({&x!U2(hd+lc>TS}j zLD0}U+8cvLy=?7_^|h6C`xu4Ert1BQ4x1;RL%ysZSqq5yz7dkPoo#IU6qcf`Jfp{q z4vkjGXTgm@M^}9LSZG`pq9xTlebP~)mi|h{gNT6W{E4V!;_!IZ+fO2~$sGs9{)GvbKR zW!VrUQ;pincptv2FYnP@>^IWIDj6FapC6!Bd|X{$cC;c{m`J^oT2tGMubv-;hQU!e+9V;v;hx-Oe0tgWZ>IrX1Hzg4P0V7;|mZv5*Tv$V& zIEm3&^)*}ZjZ;9LB_$mlUDw)2@^btn4 zk>Vj1_{#yUY|Xp951mh>8XT>;<`x$hXJ*JsYx!Ea+;+tJZ6 zb$cD`5%AF9aX3;{>FEgVBp{8Ajo|Xk@i}c)2l7_8$G9)TGpL5t7>*{Mf92VwIo?dwd zQ-e`QDtPZN81wCwP<+MtAf&Gk(k_O9Y)addn-3Q~0rB-y?ChLU@U>?zUyR5}PKBJe zkEf?^F2#g*2nk3hY@2lRj!G61+;R>bVhA=*vANUL*t3BP4RO)J$zM|?Y9$wO3QXaa z7BS$)azv)YtgN|2eBC8;MDRy3LwqHd7Z&^m>3ptdrQ||DK~uxW$F~;9^nykIb|{MR z2vL=bdOY>r^Ok!8`JHjc)Bmn}GArv(cIiOE^{XuE$IyyMs3?94IusXL@%XD)qH0%d z(cw3{B#s{N$xW+KI1orxRh5*KRLy}{Hg6Wev_l^wH`x?1G^=!0q0iBng4@}i9u%;c zn2wU@_LBRTO{@mLBkb$G$9znYpF*JHd-;<6zS5?m-E40I!X4uwZyJ9Yl8&K;L7 zUgJ{dlGlIwWc>Z-dM`C5mDxye6njCbvA--7Z^scLz?NInUTR$Iy15?A-Ibc3o}OM@ z6xW~f2wf!9o*K;ECLnx56ww%Mz#Rkco62B;h;FAGMOMCB{Z+2~>=+rF{>=tt3zunI zV{5C}kR=v2aeg6^_x0!E&gyW1aALR+cQK+M;W4hghTt2m&$WYmG0k6IfhQieb|3HQ z*~Ht{tf+V?EKE)KfsBmM{u5Hkf0|5IIE$LlUaPA<7y%zalf|jdfRIeNoh5IZO>1CX z!F3)&qQZI^t9YmveEUkKt-K-?pmV3IhM3sItEN~w355*LN}fZYArq)OX95C(oSdAr zeW^N_EsM)W^xK|V{Lv#k@e4Ajr7SkosF=n5kZ!KhY&l7t<%NcqqZar_`& z+h>oJ{Pj0bDhhNoI|OwkoVs+z)PGV3qRf)qQ-@2;(A_?+gv}m>UNYbE4E9&E(-Q2W zfPkyDwQ2C6tOkwlilenAqwX!v5FOc#tRu^)9IzJ<1BHUV($F-&xA zePI$@jf#raoyDfmRYI^>0cgbx`Y(%TtAD{RMGjrHz!Jyf#~;vB@=$xrHFKj*xv)$q z$S{dR5aESuvn5AFrfzE~3Cw6PEZ=oz`sjZDt9W{?5-D{`D|FeH+HA$MN>3eMaT!v& zsFvvH_P0M`kPTs%M`4p;rV1|p%6T!w`Rn&@^pGdlO#F#69*Wborl`}5ef0GZGHr6Q z**B+6=PM^Y?2Kw4;(wGHkx2Az4++ASTrD=z!taf2)HoUyHTLEW_$=i2DGfs12ST0v z-COZ(m&aB$d?fGJ!s`j{B~K?TtHB3E>F+{H!;989=W1G9FEM9$|L>|pqL<0z`_H)s z&uy}4%Mm1m_NPsW#x>?dkVpk4QEjl|36xY+R2Ra&CuIK->yQa>0lr2RX65Ps|6#>$n;wfO-=c`9y(7Iyg!`YrANM!sjB-_ zqS8ffMncp{=Q_%|MTvhJ+p_K#u|b0H@7dYy)*2J|MA7m5U4M>L0epFZUnn-L)E-GT z)Wpvt-;({LFtBlo*}4~=mB&IX{N<%$idS@s8qJk#ZEbyg&f{~JTLafj`rOL~`T9CZ zVr2~k@5^V>wr{N}y-jxuw_X!)KK>Ta{H|zh zY>e9&dA+eP$79~`)m?HgS$rgcIG;hAOmVs}@lQl`$FGlfH%1tH9LzngDl8CvR zTnA1IWNfqOPvk0X3o#TMjOy4gOI^?y+LP0aQb!_)e9U;vuZO-F$ol>688URnUmde1we#j;5wXcwpeW4Y9w;y!{my-Q4(nifWk5q{9~CB~j}y_jm^H*b zSABCk?){7;60wx<5R`6MKENK(d7l;c{w=KMW^R5o*pPt`{T}t`;_tyrkwSoRzc&fF|O1=9E+I!AE18=T@~4S=O~w4J&dF9 zq=Aq`!iD+<){hLiSQ^${yl!8B6aw?ko|OM7b46fY$}(HX-bg8j>a)rw^Nzi3-ZR$Z z;on~$JOoc60#n1%D*2Z@Xsc>PtwRoK=POd2xfvyy`MQ6t%kSmF!AyDb;OWz+po^F5 zaY);4mBu^&xXzR?-V%ARF8k>ZJ8O!LD*IFTWy&K}DytN?0Z}WP*~ek;Aup-Xm@u*n z95C6HUy?nO$k6oX`pnj)luB-a+jjlaW}kxhZiw4p=mbRAn*z1MF5di#+8{RMZqu<*{nl1_Xn? zzMi7KzM?*vzP^zD%gqS)tvcv$W~CRu#%Ortv2TVCm$)`BKygzV@X&Hn!)APU@t3EM zFKKwgI{stIdeYEl@^DvWWeOFgx@n_38UrRVI%5c452a1aOEdZ_(-Lg3Ib0UfZk+;F zo&;Z)hW}esHe`z`M5u}ugNjt8_A|DwO^-wWTPg`Cc^6glZC;K7nNH@-Ki6txCMK63 z#=Jkoi`OP<&pmwevt|A?aIkNlb-rw#Rk|QWU_dOu6y8y3h(-(r8>X0z@3n0O0-^EK zUPE7Bf3oqIRKKdDkfVfRlOnGmxY)#fEoqd;$lu3Sf&s#)vwrzy*(x&Vg|5|Q&eby8 zAgg>@-Y{8r;(Ae3AsZt(8Dj>}P#9%8<=^t!*4MhO@EI`RVcUY^K2lB+^NpscBd0kZ zlX365L)~6VtCAGtY8ajhO543S)U%KgLTr*!W}8lm+N?a={o)hZp|7DYbZNqQ)LhEW zs6W#_p<6j)rQK<&0h}c3XG7)$|H$^H3slC_+<1 z==t{|ZEVU1&=1=I)h?~`Zf;%;-uE^C%EuC(fdA+=XAfi}#*jQK9whOuT0j2xDORWs6cP-V~N>Z(# zgYlZDcq*;YRG=tQH9+uE4@o6sCChnJZa6g(T$a+e!~Cs^J*i5bc`R+Cs$)%8Ltn3n z#63M(nM_eG-L&!Vv9MaZ^KUjE6>hQd`wZK$b1`o(w7KPiJPUk6J4SgTX)Z$7=c$3( z%m&rU0s&=-h|8gr5X;J>uZV_!=xFL?6ehu`G7^{h-<^AjNxY(1JX<01GI4vv_b>x{ z(1Xs&P;;`@YkE>+u+em!HAMhKm#v`0`ngrM$5;#7#$(W0nyJ5 zG<0>Tv1)?-i_1Rl=q)s>)yp48w5Vx~vV7y#LVY3F+zEeyG)sndp7u%^Tn8#vk|My< zUYgRm{w$F|+wxEcPOGW~Nv&ueXLEvcoQRvdi01uOV2`xZSF9<5X%M8Q`iP}f+hrNK zHTp`iwl!NaZ~DKjdYXNsJ^Is6mdc`+ZoK|SnDeHWgt<_3`1%`j>LI%E zLFvS|LL>9P6nYw$idY9A7F?#aw1*;hEv?_C%VrdrYewJMVi%A{Z>NfNk`3^Do9Aip z%5)nii_{lbu$AWC?j8R!-sH~Iku6|A_N;10m3fpH>S$>3ib zqW4_J{UWQR{M=w2)QWp+`&^UMQsZSpY57|1XRn_l|}X6O7HSniES)FvztQlYaA-dh%z4CJomPybHOcog9PoSt5lPE6W+@5{XLjhodDbaRDP z%Iw|0A5=K-5%RO3QDja?}r_owzH$WmLpvsy3U|dCDa4iG1q2G8-9A1kdZwzUMt_ zfGTTVtiG=%wp90wTZxWw*HM35#TiyQd^JHy z$Ls5zZV=kIl+OGb8d5G%`Q6)*NlFKzuXf$fXCM9}|IKL;2aqfjk_thWEH{26C18s*P-r~kC+JE$4+KvpK3 z@mNeF)+39$Y(^=aE5n0DB2GK9zPeR&wi0~ADU;Ynbwz`NnsIO6s@Gsa6y>rI;qpd8v_?o*LWnv&DH(tv4)6C&7dyQ# z`+`sGwaN3zYPIN`jGTLF1u)ASf<}8v_vxwCZ~kPOrtO1^fxZnU({rXbCYFEW;s_Ux zH+@{X#7SoB{X9g4Ei(?v>nb;W-?I*4X~m7!WJ^^PbUttU8zy$@HM!70&53VvTnT0e za*daI_UgK1`cbFJT$!!<#G-76P&AqWL_ft(zdoXgh}W zesWcgR)7M!Q!{>s9RDfX13cn*Sg*QKKh;G*+4<|cbngdOJC zP&$Yk&a5v$QD}XmRI;hSZr!$O}jC*A=w1;+pGhHPnR2~vAXV-9y!9{ajF-)!n+ z2=WxPhFX`!gW%gg{qpi<bycgh1XiS$K1%B1)D&rDinWbSxS6?= zd>q|`M0$IAs#oz@f>B_Z%gD$G40D}*tTNsxeF%dwS_ITcv{?9C#;XP1dy2@Pp>I9- zU!<||<8dr_h(IXLS>UvHbU4hY`cQYY2QWV}Vi^t~zqZi?ON1OT;A}Pp1yefL8kH~q zI9~tmiaRc2x(DuW872N|T1UYJAO+=F>Mjw0Y_i`)JwBwu9_dEM_{8+9ZFzcHF!(Gc zq7#V&rN(A&irly8bB`_sbK2>3sMS-H*&VNzU;)TP5?k%ll#CHXt7Ews| z%r~28iNFT?=UK}mudQVK#2!a`d3oiWh;U&=r{Gnp@#2IOu0dp1eF;ExP-H*KSdSr4 znG*Uzx^ji%t}O@pH=M5l$aqCFaWSnSZNrbY^=bj+6Vx6otDXXa3QPZqO+~- zw%9Yp)+O^+-*kKb>n zwSE+SSAsBFs9XHDTydA|bKlsAc|WK`NKY3zxW4_onRza@lxmv8qkF`?UC)#*`x|J6 z9Z$7KFd%kGO=>XAbTd90bU^@>XPz}}3u~=hm&fKKAP~5FUJK82*m$F4o;Irg?zD&k zEuXq~9Rk@r`cV>^yQz}@p%7DF@jQ1TZzdR%*>HAp_swZvz5!7iefRP`P9F;rH zxKZe~Z&T&+U&83!MKSsT8bpKJN9vc*|2FsSMIQ2N64R?x3SuTW_ zqQnfF?H*qtAUYklW84OX2@kU#!g2F_GYsQw7pt{Ct^eGYs8Do}Um%@ERw^dS);Q9c zO}zhcKVUB(#fg&X$VEeR@`WnX@EHFOs0nZE{XVUrFke`Hh`^0PhimH`CrHqr;RO9l zz0psdNz*)DXn2EAZ(}cEG{pvy0Hq3Kodg`ghA0h14Ew7xhIlZt&OO9p1&u3V(Z|QE zTB$eRzB}Vj{?#zK4~|}J>Lv%aX!()kD8M7 zH5}zjl7gjaKi47HaAF;&?Wng5P4~rA^Spn5H%(sQ!G_058IapZMnt#e4B%klfC>vvZUl}ME$JIW z9*q6l2NWI2$y}6mJwS)Qr$eRMo{GO`t51H73naoDU2}c+!vINlD)a;PsP{ zy+ejPkE8XqzP|3+I7DBnQI6BwJa(|xk-!y?+-+nH^BU>%QZwKQIcWCu=uCD%apOIyB( zi!UAU0Ay%O4`4c36DGGl)|eXW(uBHFLeK_M1olWNNQp>SSi$%vFPy0a_*-~MYmc*5M+8A%On><9>!mof8PIw9?-YSxh=M}~ zM44mw2}9f!Pd0Yc^*^tH`k>d;OHWCe5Ja=c`?~dX<*v|XOnuGwi+gl<>M+&%!W%P@ zIxWe)Jo<6gGeCmB(I*eYBVG-{q=MbL+Dh1QDE#goa)Snq@Uc{H>kgPp@L|lPu%?mr zYzqm$`&T3~WFWd7h7LKyh}^#~n$--CxctK)Z(%(1giT zgWjQEP2d?}MIfNSsRjvfs( z^xs{tc^8KRqX?O&AOZ0zE%cywuEvZuHoTzpA)L5cjV<{lf1dXE`MH6vF(!Lc*L8V3 zw{vFI^YJmFyo8`1P81$I@DPV+f_n%e_00bABD}>%MQ1!`q0ZUn>K{4X?kmqqV>Adu zOMdpF-{cy3Itv(+M}dQ`l+QQ0?5kU_BSITe1hpy`3Tc- z9}}m=>c7b{&FdkStw71>IVPDn^Q#Y3L%x%Dr-m%fRoP{VR0Q3Oq+K>F&Q*iI;DHKr zZ&7g&i{Xb-7JNOA)XF^6&C^!LK8uXN8L-7wWLr<+SEaJaCgxB?ZYS#&Eo=u6#g*b6 z`F2!PaJG~$OKd)S5-iqqwEHK#CZ_+*k*|r4ueOZGGB2J$-Ddzh*=QefbJ0c%Y>^tZ z7FCqdOd(+?{Jx7pnRb`8FtG{IB|0fs#w#(>Z4btJ%##l}59D4+dK;A^5rA(fvueC23L|j7Ry~J-*_*cj45nZlFc@hm)OSlj{|4whe9bPz_ z6z;Em8K%(yr2%)qWD4TTllUXQ#Z66U6T^SISAm5;y1&=K((>xT zVy=JEZu;EOMaOHp^y=SjHx5+iX>X`0Nn->@EmP{;N!n-^N~bRNlcyq{x$KcbGdom7 zDYDb)+1HsrXiycT5GzqhNF@gEcPBjC`=8l>>Wjrn>XM;A=5^|;p8E{MFl{z_?N3-J z6ljS3@?9llB-r_G)gJ;u3xQz7#B6&XNTpGaGoR629SPPj14D_x!t^w0{Gf!mIQmUc zF6;`D5AY_U6k2SS_U`3KAXKs|DywLxZFy;lE>E!N%DgKCnni4(Y0ZTahSgXY(w~WK zgAVz*<0_#;^}Qg?#F^fk-C;Gq``C>dwI8&U-b|%(d%Q)n>K4@=(TI3Cf?a`aS6+Z) znUoQf_YbaT_mNnY<)o3gUNk8^>{qrMk6)I~fasjY_R!HJ*dFSr2O)-BvkMDUT<3>@ zA5yn{j-A!tinKYmBkq&ARZ#62w^mF9X7JK%l$%(zp?c||iVPYf1a9G9>D<@kNRE;B zZ;0UT$mdUytyWSMrk!sy3(JYC-~VK@5vbGP zD^1}SyE^`{+|gF;vQW<~Z95S6=G1L0Z|qgs{Aqm!4?%prr3If5T>c_yx`1h z4>%7kaJfAf)cQOz2W%U_E|75UM~vjhFYz!#8c8Bs*&S%_te6Muobv~&`uO@$4oLsj8 z{9Yny5jirh{|%UNf#pdqd?zRS$MW*>u+tJ~I&=F5UZ5U~c9iPG^|6NWYqmDt>KKh_ zPb4wdlHIYP2n|0paI$JC4Fee_3CV2B8C6&w6{x4LuS>3>k4kI09yJiT>9>`+{&k** zI)1;+?1x2;rfce8?ms!Dt^D4O?7#6^E&JhkB{sEf&m~XL)5RqF{~zypcZx^1UlA(s z)4z1*SE=sAzDdvDS}iIW|G>Xxj|rL=eSQwZTu9@~TZEbDhy-y`~hKq@2rQa`RhH)ak%ff1SFVbneU0 zqn4Dp9`RdEj0Edl)n^^Mvz+bDU2VI_3J97jS_}>mm^<11umhPsyetO=Et^h9Uqe^kXs52A^DG)@LF+!ISBFdEciZu1fg6c0 z&_AwyC)j{=18sF$h`i8il{!YdH{(#3h;-nhE_u7K>bn0w8`dE#b(4O)e&I6nA*@%m4ab2Z<0XF;-b>8ZEX?> zAje;$=DN`IrhZ^U$lwWK)?ZEZL9ujIPJU95Fw0kUhIhX5?r^~IAn4EC{>}~+B_(#$ zztT^Oolf6$^mQ3&A1&aFPy*QZ1+;7A_No}?4T8(_p8W>f8e;kNRDE<(gVnszno{-* zetG_+!@|%RxHuY3KXV3XX%Rsh&D(yjb=^7LuYkt;2_ef}-@h%o6B?)n({bXYsrA{_*;=TK8qOi$jQ9FJ{! z^=A?1NjRRAiFhx$d5!*f-HoZufxQl-m}l~%#SeJ~)dF9C+$PPd9hQDzFPG4hq$>Sh zOCZ7E*A+f2U4ptZnF_Q;D>d?7oks`Xodo;;EnB(S;WS1%;h=Bn z?)D~=qoR%9KIO*1bsa28xhipZq{>D^pDD`fVC+AE-#7p7o6K(8`fn23k3h`wP!!CW ziw@UdJH-ilgBk-YEN0wX2(p4qz>F+!rSTLMyfE2G4fV?JZ%I6736BkPHmu(FP1}8q zv;||8g~4)Q3hAp6f1LrgR2BiHlKRK!#92d+VOUz$(a30<7sci*J0qnMEmF(e9X(mK zm!YwyJ|;_U!yLruY!Ak_-(^7a`qNZKW9Zy6mjJ&t$hv!}$<7c}Jq^(i4rC9i87INE{ z@=77iNFHCmWzJMZIIh$Mx7c3|69$*_A(+hMP6SE>8?R~ay`szmr zafqz8dm%gdhbj(4n4aQG{mTMPWZ9$M+8VfgfwEyVTpn0Xt_A?Y)4H2!rUyRodr-lj z!CvQx5u)~rcUFj?@X?wfyw<({xn=gDm@gp*5`Z+&M%O)T4=xtuL8}YZid@eu)fEC2 zQhht7!}(IWUwWzaaDH8@^T+=Y)EKsc`THE3dsQp9qtz1C4_R8)TgwKbF^lXL+jfTP zGQu}StIdzuUj8OsSgq9iBAmt(2bQBNyo@u43#dN~rQ_81W%hXO?x;LY%^-ADmXdfR z2&#(6@|{ob#88>9-cB!ME&0h~b`&vcCSprHlZwv4{1N?Q3aZ*}Po?S=goCK0<2eJI z3=Y;n7zhPf2!||0xvhzPR;f;Dcm_wn+9h16w_w2D>+X0)Blu#@xOj^&BS7`j{^%^1 zzCNZC^fOUIVr z#ougf8ge~$1tiK$%hTn08#OQ*y_cYOvCrb+8W+rlPEG(=DUJz9{WSYl0eUlM+krrp zITQRG+9#62(z)D=goI!Iwk`!|Xj-`3{>}L)6JP*9m__BY8vdi8pKn%9loz1NCNV(o z%orl&h^`$qgPN)MX^&WQ!0S}>%^2VzJ;_$kZr@Ui1w;2nljxO@1woqM4o@L=XO-b? zi$mF&v8P@yA+pj?>~fANJ#La$@00XGgV~!NA1#)y4#;GEs!J5oy$2(rZRa#h^$cpB)^(P zAmCNsPrR+KnG4$H6rk!!PYDUr&N2ZrKH-NxF4{LSjxmnpq_kF&#pUK82zhtycfWxx z^Z188Pt#lzH(`Wuv3+k}N#;8M&b0@udxjSHi(n|E#xjF(*J%kbSpn8$TLS5rq1gj! zCZ{o<28tQ}MqNp;KlpNtR~84;z(5wIKeDi&Ub%O3+1GoN-I2+gCAKs|@y%)ZE15d# z6q`NvZ-UYhm<|7ITmY?vwcAkOZ&zQ)oTR$I7V0;9u%6&oNBq`9rJJ=V z=s(gS(}_z^6XCSF=EC2t{BJL!^EeVq=EQQytQ-PS0FP-q!K_UBqvI~HMh(0ZuLCZUzk1~3#O00Sgn-uZ!38F z$=2-LR`ix{X~x(NshCvGGz=^KDv4y^f-`_{G{KjTw1JwBk8fgn`f1U(k1`%}KsN8D z!A6}1&h@3exB2jS-(s$BKHW+u(=(FPC~KJIdQTinzwx-GAk$Ti^wFyA0s7d7_jS>*L137%Tl8Dv`Hfspbwb8Pblvn( z5YbDKfAzO|dOB04^;-aP0P1LaqtTKC%>F1#2 zW4BZDwYrUf0ix-WXtY!?4?F&%C8Zf@I_@qx3RJ09p4=b*={eA?l$qHJ(3GU)a*bEsHdYyuSEq4F|zmK6Ty7t4)IGEeL0xL5wg$~b1OV8C@K zB;vsM#udv>oo4BmK|H)rw9}hBejx4Z^lWtxOn*M7TF*%KcVAr(f6lq=U`G|i*x-_i znYtst1`+1c9{Tw`fnYqP9TQ`@8f!af`B%_&=^0sT$_0cw5XQJ@ZY*P@qgd{yZ`|$` z{31o)=qIr%=k$DF-eZER`Qf9W2+et(+{&too=RZ8cfGqgAN_hml(+2F-$t%R@zuMI z2wN6gk7^+n!bqTJv-Q_LuidAwOA-kKaHgl;Sl{7lDmv{`6grd`Y}C;y-huNDtP*qb z=0SP$%Z+=kd8{>BYOsOMX%YBb@WM@noG7m9n>x3XpY|2S%Uss)iO`FBfrQl=8vU2o z>6urJ$_z^!1EGY9m$f^WuRXMJ`t@A_D3D>aTEh8B1I}I6Gkw8VvV$d6CG|Xey5s3m zYutkkPUD`E)82FxSJJ7E8-^`aY9x2A|0=vYEJ#k}s6^zvTArMoTwH9k8BHrQU%;w; zyAvjsyZv;bL{To4r5uva@d@xWUB31%0-3Z_R5-oRnS25uP}uc{eK`4;5GKk=5YP|z zmrjI1!Zl;Nq8-{vq8-ee-|Th;mD?Ps%dwr-!hnO03e0PJVfJcsaUBvSM2FIRe^+Es zkD~kA+ML1Zr~Lijn<2mhdP&-B)>3IBsrz*!#&bDih$?P7VAJ|+VmK1Udr0t8ai;cc zIF(J>W!B(sFBD7W%5s&qmRB-wIMMO{cj}E?@=TfN;>M6h1^vG4j8J>u0UWYeS{lWp z`XVzjRUHKdmeZvgfJOjnJ`p61J7e9_Tv1tWb21N`ee=> zgq8Qfp_*Ps0>%wpCaH~geuw1#*zD~ECDBF2fi1M=MQXt97$4)rhQeM2ImGQ zJxywawo$C#kFF1|FG_%*A1aDt7l1qQ9CE#O=>6DBB3VSh?`g82^*8~b-WGh3E&H3F z!2rIx=MgQ)Ica;icpc%>{51zh8ZD1+Zjc^n>Lg~?`m)1OB6mAkMQV@jEHXNhYmJlo ztd7(QD=s_f=no=wt}CupLPA2f{CiyIQ;(0-ySs(-EK!J096Bk-tIlve@-&`|X}_7Q zT!XXIv$KcxIUbz=*6pNoU=Txt*qhwS|L!h1H0rq7f&O~*$9!d_&b##w-%%hS7)PhM z%k1VA`;fHbHJ<)G){@581LwK?Tq4A*XfOkbhYueDw$*iebNY8t+2BblKq@<>`@^Cf zC12}5!+7^&```4iU3j!_q)G~>SNmVM$N*%8P_cJ%l1QpGo%Y@|q!>S8trPB-c9YtB z6UNV;adz9sN<>eWxYGLha}dX3Rms*nz$4`TTDT1GF;%1Nlb+NQ%GPvmWRLs`Z_dW&h3%_kC4KLHfot;D(<+t^i1>fCGDU9P-ZP|wW zaC2W+f23H5=yI{RxRODkLF5EL9-MD+5ee3^>qKnn*|8xx1de25atJP`Yh6k+< z4ToB>XD}W8SsD2OPGtiA0vJ33riC4Y@_<%}6~qx$$XCozj2MX-_(xM?bmH0lW7~)x z(j9A16&WrJNk~z_J`MbN3Fp@wlE|queYD`S64>7t927j7O(no_&@!LkA*XIELTilF zW&T=5cI7Fld%bWb^Qoz|7Nb1f#<0FGRo*70IrYx&i5<+QXL4earEun0?Z| zfA!pJ73Kkjwv83q)YL?PkN+%rxF>mCjbiKwXXg8Hixy_NvK%%$?(Ys@tndhCmbW)7 z!-drE(DNMfQmq3cpM;9j==ICMu^1Q7ybfCTIpjXMh$5r82WK?qYH62T@lmOd6o9nC zes&{;6@T}$Cn!79 zrV?yFvkS2Tn@8p_6)AX|Y_18~np4`*h z8ytKzIHNUdb0sYJ&Wb4I*S7)3ig9%Ty(3UmcN@;h>%TQ~gXWQkD%nC3RldOHAG7!K z{%`wobE?MDw_OlvBl`Q`qXhl!;te=C;!e>H+!MBiKf^cu4UNWC72|g*Z@=ROJbb7d zY9$F$jjDCg^%NY*r70~k=CM(a(|Qa6mb$?y%!O_N(O0%&xJ;}$d5;#PG4}*1+If(` zu2=0j`zvj|rE||L;@z-MB}hw3iYk*@hGh(h`wxUrk)QNhw(hIn_Wz!zQ4cQ=-ORAk z2d-*b#LVZyTEl_)`6*sKH>%?Ae0ufQ+fYHKcECep$6z%|r81}qyyDK0@pLz71~X%J zdMV3Oc(MF5!>zGfGemnk4TS#RM=hC)R-$y=dN6l5rH-_jEO|yLy|%Vu@|cg?HjcBs zSJ8lFjgDS=9H%`D_zo4A>JBG{LCv*JpC#5WM>tU1W^}s(&`!l4V-4|3n zn|TV0md|3r81mzzBqh4))S_CaX91@_!kQ0WBxipA4J0B34ZAgJ|L6M`nsn6C`~J6Ap|vY)Ey=7r zMs>1rv?VbwIbt_y**VZ#fa9U_a%CJGd3u=sSM0Te^VO>V4r9$%Lbp0Ca9ZI|OccXK z3Tn2s$Lqc1U()?0xvHN)q6X!+Bvk3n@)4M!d02S&RhC&+;gwg?v#3&IljHgUxy^Bn#V-F0`; zW-U;@>tAb~_YF@1xJPnlTrab1&@pUGo->};#=EgYZ=d^TX-+K|0NYTU0pA`lNk_jz zS}ew~1~mzI2qjK;o!;1%Y*qn9Z@w9`QA(fjb52FNxy3@RO*>qG5l)N_hlD(3Ra)B@ zS3vI|5My#QK;CYfdoB5K6XQyg^9;ms<_IhH@leM(F9OC+BRwK=|4pB}2I?F6Hz42W zu8ZAUKl7$+Ob_*3pNPMk9KoF0RG^&B7$K`>Gie(Ey72XnxCcOoQohL+Ru)|RHdlpL z&S6`E(cqN1M>-&Sjw6+*+Gosulazh46ukTccq?S7PXDvNw?S@wbLw$5F&WNjr+?=* z$GD(f1B?Ka8`KkLm#z{)wN|G<*hOyRF}AST!!UuMvf)5U`>COO0hD@hMvL&^+HADr z^(yI~z=Jn~X-w@KmHb?Dr-4LQ)h}pktW$(x=iQTuVA|}ydiS4$qN{o18?*v01*&O1 z)z(t?R6NB;*ai1T<~$?_F$NkN0{tFz(>-ayfUvE*&t^Bi;TvOL2QFf&w5zQbJtIk7 z?c%(5zanZLKzb<8A~#pVEN$>gH!W1lw{-{mNEd#d2P2;f=Mp*8KUkEmv1sp%4q9O~ z!5;enfe-_y3Z~B0p6u^%z(Gs?J3X<}njhDsQE;zroMu7=nV^44VUi&r#M-<$F zj#;xO#x*?;4znJf#3+IP{y-9(hSXUo6m$G1^qNXtf1ssTY@3!HH*3MLi)}ejGLpP?tx0kzpn0p35+;jrAA=mRS&{4_BeFsYAzK+4ky*Bok-f#S z5+6HR*&#bS$0pennFq(7*?X_w<@@tb$^1HEHS)up}G^fcR*p4LTF{EOP|H6RV_?(VLR2@HE}Imio{CfRpWn}z0c zEaI`_6&TbV2Bjp!QXgJP!f96=yF*{?Z!ak?ZO{zeA$+Q&M=raEIw7Cp79w>aQeWlw zDNFh;1Y)jUJ@o&^vOS61o*!@%Gxwx~<&Do>x%v@5eK$Bs!%CYQ0U6&ZlDfsDx~&A& zN0|R5H)I8p{fsD_Fb=iyhGV65eik%YC%PNHY8kKHF5FutnYDFvqB`b+`s3aI^s^g> z=0-ot%1t6n!(%jjJNx6~Ru%*wNm#v$7~9ClJ;z6(P9f>^OsyVv1wn-lf=@5lR}|{Y z@!Uru9U09O=V{f6q%3n-9%ZC?$rzu3JaxX|n);Ya;0qqu5RMcux`)xKtq2JO!&Ph& zY##=hbNxco%UyV+gzM^6Wa@UJ3Pw5d|%O#K9pFqKY|wVVMC{-?eXV+{Tb z{?%fUl1yzox2Qtxd$J)jk8N9*O~x2~_>3q}LPJ91C9^JlzFvv>g!si`k5X66(>1>x zjgKmRPa)fUwVfoLtz(VU4EOt)zTYUqPH;_yZZY)f}t3NEOX zcvRwj?RdYfU){c`wi~V@4f**iDIV+if+qrSy`U9*pI84_-hy3*|$)|L+A zAEh=mi*6iK-Tf8Q%w-wItDN6r3$ENmu!6LQo=c>%flXu>p zH)eGyExRI}!UKh2v0E`|R4HxGUCJpY5$kpaAS?mxvyc*-DGs-Q=a5Y3b z;Y#Bfi;!@M$eKAvZ@J*F{g!iICehu8QMFw@l2f1Lde}jQI!^=*S zar9J2N#xd;j&&-hPHC-+A)6L(0qpN68)EzWl6=igvnbcnFI{GxJd}Dx0e!T{d$U;B zqhiVowlP;^U*IG3jjVkfw1vN}ANZ7QRK8uAHMqjaY(~~K$lB6Mgt6D1v@e-=!)fZC z3riJiI5}#T9AUp}ms+PWI^lX~^1WUrp`**MrWu0=XJ3oT`c={?0mprDuOl*pqo@eZ zFO#}tVY-e-%cg{jnX2qd|IYuYo)ldi(#gj!o;dJYj;74Mi63N%-mlvW$cicQhIlYI z=qMG(qkpemN&AVD6RfS(U+-nw({LfJgy-z)+I9Ng2hP@_S;6PJOw8ig-Chp_PnHWJ zyeZs*AdwQYUS`$UPN~?nMXT(9()qg4S}GZdk8yN=W9_-2SQ$B$URNZmiU_w0zfRe^F2|__NJ^{&5qCApvW2bWiSt zv|wKusA(Dj&V-fU!tz`8$0-lAQ6EhE+4{G(s|Qm>&db)2{N>IE6CN7?75QL%xK9$& z0)c0nCt3!jojabFY223-(u3q0FG*BM{J@Vwmd*R;&mT#iSph?H^LEzn#%sZ&33ju) z*JSXea?D2|uY&#afkC>m*pUgyn{yAm8mwQ3T;?<5q2W3p08Nx3h zfV;@2f>HCZ0O-XuTa0EF-Z$!?o_Ks;qeZ>xRZQXN@hhR!wKs2`ccTD3p#^zGM^USq z;o@=KMo-g&X%NupBib(gh;|*ql28tDQr=G>PE&kI{`yQKILeWckoDVrE)`4z)+6*^ zjH_JuuWz~o1A{|@&%7?yZ@jS00Xft5Q*m8g9UusJ>1*tp2H%+3)NkmRi8g6$F*G;d#|qIf1kk=mu{jNcg4$?)rTM;Sxy?LJN3G=seR zP+P+_0_;@3kf1e6C1C>~hg`m5+?sp&;fW8l#l7~+&tzXf#Ad>E5_yT53fLfV_^)L* zpc-^?j@ASlBSUL|k<*FCwky~!3$$W8P zG8tgyIrBK!7WP~hrk0}<%tV^Ms_x~k&+a~SPkmD4eq3?B(4Pej`h1;mqv~o4P^N?@RKN>Y zaqfwWaB_C8+wtklQcC=E`yAco0lt6!6t3`0!ll~C2inz3h8VJ8TzTIsIUITT6@~g^ zXAe>vz|-yf92S@wHEbkIg)QU>KrB&EYK!?z1eGBp&g*aiC(FB(Avm{&Dmq8t84@)3 z(M4qE0;S7C!*+#A4Z{mjTuiBD%VmVbI-8uvd%J2JoUIU5yI)v&SI}o;eO@$$%cgPx z`i}?|4QYTPX^=}3tTWV|E#Mp!XXUPFKFB3}$NxuZ4277QTlyV2-5)7uVrV$El$~0? z6VQb^9XDIHOb?hRzjVp_8LebJy+x(V1E*Edx>yqJlktg(`uBUwuJd)z|I~S0lz{av zBT~g;m*;Z=4WIuf)#uLlVdpl{SMwzbctITmT&{Zxu~&@>Kysf+C9w=0+}o$;zs{6H?WN$hTGI9?{x@p9!CI$`To4y+7W?iss7MepO%zbXIEqd> z6k7;a`R(;Df~%?WV!~Oje?ITt&dR%YY#;@(<>loDXXW6*W@+04z}L;7XMP_pX#Nfi zM9VS1NPaQ7-`JHs=)aPf@M(jv`z_xK%yF3(>@%RH=?Uo9&u@q|3B{@Ffe>y)b)Arm z#ed3=w-s`{UVqDY=^`3J7&9L^ZeSb@RbKx69dIm9Md1Gl`*RhA3b_hNPB100b>(up z^v+x4qHGUfARyQ0Q`N)b$8c1G7;*SFV6Lg5k+b{iCISI1^jF9*BWlU%=ESz40v(Wq zhis9#v&$hI_eR6lD2Xhd@?OU{m)Jr|KdIx1@Yk?|^=-OaT_2z3r898*PwC<{rp?Lg zV5&*{me(fX=MQibNkJD(oHGT?&**aV8O!j|!asl9x{R3eMs7{WUhMZf3|KW5?^J92 zUGuZ4O6jS(9X<7M6YKjWd-U7g=^d+A0xv0YX-JPC9W zQY3vpjz=eJ7C$r$Z!g{?LRpQFev`v47v1}$$fBX~y4<8*`Bh5{i;>U-Y_+sBMm)y) zTL8VPJ)8;AtI*pkFY+WsU}gSt((7Ws?eao^*FD2ruy7F*ZuZKi&|LIrEM+#=r)=`6 zVJLV}mG~T{g9!zx{0ODFs`}KWB@uXk^O3T}%0q>EG&zNnoRudhC(0==Y%5)mNM?10 znKA>n!$>aicz)z)6m%Mi(7H+J0?*#hn11jOti-OpL6Atv$u_DzSQQeDY&hG;Oop^P zv$SdA(U)K4y4`&`!fUeQj`fwnpTr!STmwr3C^c~F;O?bsiiHj&Qz%3 z(iQFd`y#W|(RIQu-ooSFs3!Bfr`Ad)a6b;+0_dKf@m}J?M~}9LjU&p7bb5DYy%8E% z#D=5wu%W;&R*J)G@I&{~rai1*fBCxC;Z?r_D&4cYz7MPROCNJzHP(IkN&C4i(^Wj8 zz_TOA{ z`@h4__Z0jXDI0FVN!3Wb@$YDoh?fSzZYbRR!?~aR9|%lu3A0x9EMM73R=Dim5puKo z21oMd*ShTgWHOLQWVMlAm5sEVS``VN#7pw$m{MT|Q_sn?sLi27gmG^2%cw8kgYS&6$eQ#)J zFdv2UF)Lar-P)goq!WCIA@I4Ro(fDU%Ae%%f3=(Dn^gf$;&ei6=9T{%fVbw)ma6+QwyUlKWucX!hgi?sXcc@AFtQqual zu5d&^ftt;Nm$ps8C|@Rw^K*HgOB^#1r^wPXswXfHy>!^e;4UtOs63=H<)~v#@t;9)L_+#ivI*ZL@aEK#JyVaqcuRwgL=TCk4;0hc6eNb*bUHi$uT$Y7(^Udha*1F+c!g)v z{Waa^gA+qTlo4$eRwI39AropD@r8*`Abt>A-6w$e@&i0Au%sC9g8j|-`MnlX&;PY5 zd)EDrXoI7fB4Mpebe)JOH@K8%g4v(#owWqs;4>ybNwg{B7JT%&=cKm*R{n&S4PZtb zb8-t-AjNcD#SE8v7C4y+=9jD+ ze0>fgRdw~?DA=2-#z#R(bZiBkkDX5T*Pvqwc&-?EqfmiK?~^9)qZ5Opv2lf&KOfU$ z&|E@QFSL6caPDjI?MOr948exSo|m523Eja(|FU~PQk0bqRCJCAoqzjyKsLju@uSER z2Nfeu+A;X`yCeN9rPB8K6}-2{-klI%zp7#6JDP%RZfyLqfg8pB}+%QTA`Nc+s1 z893_J9`&aZg<_lWez}ThVj^Qyipj);#$?$LVqs%RnZJK}2O+0)KZ1$+Q~Iag63lNCx@-%wC_LvAl#@fxDq zX8mwE)oX6L$jf2ptiquFz5O%EtR;W|>Q^Y7cc#bOPZ;rw;ktd4ZYo4a1q3VgdzY-j z{W-@P*ERa@pA}W^4W5nG8xt=436_yUe2wK3xM9IznM53lZOoziw%O8nk6+yDi4nDo z;mhj-F6Cg&fP%NSbaB&^imOpfTJEN)BsK!AKXeQ+EQU(&*N_u`YT%6k<7L>VJ58wj zv(xV5(CKZdpLeUC-`%Gd6-uxMmdB7^*^Lp8$zoj`#%ofNId>}&Bn-^5zIEPxm`4`L zkodpo)T_`PabBT-U+|^yTG?1!8l9lXNSQb6f{+S7C;Er(xPw#wLoT$-Lt|YRMl}ks z$o8;Kjvgmj)WC5yI2(}rt-4{WF8gB2Rg4+&)oC4zQ9b|T%O*v`TT|&-kB@6A4C)rA zHY>aneg2TLOW1Gry>6_G#QX0L>r@MCsPg48Odk zZhdMnK2T~%{EX)3j=5wUGuMgm`!BUi!~86A>P4de8g2=n(W3C2D$StBRj;u>OII{6|Gj!6HH0*bnC93G+$;9X5Z)#Pdd#FTeTJI zHn}KumD8@0VVC;m09%YG@JE~rs{uy*Dnes8Ou|JK1Iw_Y{$e#-%;5tGHhbnidGHf` zvI5^$mi92l?(9MI>7PaM(Nqxt1wdxz!|-rT2z+zyr!I6L-rPqQ7$$WcrhT{7AUCyF z*y*loyA~LMd-e?>f!?D(ox%m`Sk1-R1BTna?VJzo`+5t~jTQ<1ANo@H%IkR6OrI&* zdh`dopv~gd((J#ls_k~lS1ObE84>Jq8Whs49XEloMmDnZHzsT4y|=fwvT{$9ve;|< z4`8o5&-S)EL5p3K$X=l7UB(AMh@fk0b}g|M3RwCQtHYP%r(c>fPw*CHzCa+uV*8fx zZLb|?n{gtX#32rtzJPo-lw?7Aw;z;`6bbe3f z|8z=7&L`kfgcnD8^_+i@?B52z56z<{Q9jSw$G1~3B6pOQ9XN75UUsbl+zJ3^IdH;lJNW7e$_&TRL>tYZF%{QUA|ULlFuD*h)ob$o5){VzC8C_P2?s1Mjs5-j?kocQb8w93+wytkJ{Q&+|LcEt{|>Rwo)2PAVMBZzde^mweQ zevc48zN5?c9XbXc2XrA29Wje>43Y1TdEK8aX`xA+llT3a6vA#I6q^Rj=1?V2@;33z zIKK7Vb`{(Gt0iE4)F!@MJ>NNWZ>LK6zZDN|6wnjK(jk^|-^^v+`Mv>PnKZ9Ku>%g1 z4v%S!R<9i`Iy)2#C^{T+kV5Vq+wYrz&qOTE`*^8v<1F=ozDGyik>lGlJ4|?E+HzQj z#+Q?Fq%4&IPj>xd(mp;Qe|4vq-y~1ONeQA>BjF4c*bw%dDL*$+xdnKea>8{v=0~4I zR@JK6#ApB)NUkn_g`EIy>p-4+@=4^>i#SGnf7lq{DCU+N9QSVUS+?h*CG z_;|7$vwXm&PNC;6z4*ZJYIcsZKHA&qGByK~RW?9b zYv+`)W9&iwZYQ{2fKe+*+xO#Bo`t1<m-h)-*VF`m6o_?(U#ymn`XQa7l($mba; zq}cM_++slxNHf7DHe%9Q6agJ`%^k^i=H?Lke#CjuyS~`Q+v3^VN0gnDXySR*@(oGB zOY(c9_*@2p2N@N5rqnVq7f*l^jDYlLLxVVfB-~?jM2-r{S!D_G!eka6^RpaBeCuC2 zFdEAKp9X9V>1){&%bZlM-G>4OJc_JEI`L3&6t2yrFD23bsoxz<16w`c!-CJI@1YRG zX{z6=c8<2klCo1FS0BRokR&+#?`^W3JpVv{$`B(D!td~IFAd6Tr-$xzH`!WYW{kCd zRw&CjRybXq*%|!KA)1AT3j|reb+R30P=*W6UBFS@VK>!{o-0phpgQp&CT=KpG~7rd zV^ucul$zag)6zokp$)_Z1qCBJ3U&KR5B-Fkd+jP2TlEA;iPwY#`J5bnbVissI+oEs zNl)zVytl(Nts?l%B1zWRIVbBHEg?Rm|Ep3%mjhIDN#pd-U>ev~MfNF+_ioVV2L&t& zC>K@saYXDa{-#!-y1^V#H(4r{`F%erethznbYQ?w^Qo-zYdG7JbsK*##m>IzcW{*6 zfl!)@=mm(oMBiLu4DIax@`MhVZdo|LWG}rb71f6^cQbjDSJ|hpJj~m0d=%mAz0#G8 zE_#;}=FroIGD`@z8OCYqSbAG%ZW@x6bOZI%A=%* zCzRu$5cT87bz)*Vkw>+L`f5ABUoq1X1eUYmSr2jgi#`jY70Jt8Rw%kdP;0S4;8(qN zKmvBA4wKS~3-guFZhF@0l75cd2yBg)ePCSXg`Pl|X>iQ!(Eog#$6YikLLbdHoBvIx^#dgRO~9>S z{sFu*`FLaCqR<;$Wna^*oH zS=n1TZ)mHycZtybpy&1#l}`mSFI@zy%es8nA{xa_uCnaR5lF6Jd-R!bVO2;_ z4k9yNR}zmzf|)eWK}#Drx=?Zm@$r$T3h(3_9FDKcUep?o%j3zWWrYiRJxoq)pL--E zs>Z|X4iBNyqu}D9es^9io{-Z2LLTa;P=8~S&oWGs%LEsp`*92s<~pR_{-X`(LbzX6 zOnRLFO95z5UQI+|e0+0c?^}*FoEgjCc3T}WS_gYp&{b3`bS9ns>qQOq(D3`4oP34T&&DRbwG3-QYau@d>YmG`1$_Y zfPXrNL_7(C0Yce?9T;Akyb7&R=-9ftRv1xl3BitVQ}lQ)i8Wssqc+?Vpg>H z6!Sxr^2>?tzo}s(*DNlwfE9BJ9O+YtDt?k<_LB+ph58%_>`r!e#TQd0&^3fM$G7_h z->N8}*PugI1#ec-`t$WAjK{>gb=FkRKAuq7i}M>g+HXHlrdRoy3Rlm=J@Ts#*u+qA z=mO|uUAf}!yqvd&sqg^S+1YzwpiAMYkmUWd_GjRK>3n$#o1)1>w-%JgxBiLSPS~A2 zQQ^xeU?t|hP8^mZ$RF8l=1@&O)b}Q~dnLY>v7A5cy1b1YKe;MMu)yOz*ry-&o|}87 z$?D(n%~@8q4X%}CHsjSW6rw&;0Zw3Gw;E`bo&UPG$H?C|#>uIM7s-`ycBM&8I*pi! z=%y6jt~p;j-)* z(GR;bWg6y43_1aJ*AR%@v`0;K^WN0kYCd+$Z(0++Sf}q^03+`1hsyf@Qy~S{k=-Kl7?h+&Q zSTBA;rNOgNx9a2>p1OuiI1ET>`UZndZoki5sy+vybnoDxZSl9~?zFi3;mQrZ0qKv* zxwE%Mq~70+>!vJ|R*QY3Y!c=)@oD@eWFt)d95poVru_w(*?Y>Z=l%)!+83P_*7XW& z)~mr`3Vo0n0oH=aQ_{#6*|MtHiDr*c+}61fIn%dzD@~=D(q?ma8=2a&{iV2Cu3KhU zcj+v@%ZU6>lPrjVk=i)ael^O%nIAYdgU}7zeDM{Pjo>K22XAwS&;dSE^rKFNY8^bR z^oN=Udw=MAqjxkNyKV+T>E(l%ChKXMzxkYQpFQpOP6s>`ts1X?a~YIM=m-fY$dMb` z$79r!z4!De-AzMrGkQ%8+77T49+qx2RNFM%7D-Jgj2~=ka|CfV<1+g{z3b*>!YTYH zHnE*TscVa83x780UEZ&%VWi=qu(-PgM!_Q@nKsU9d~gudb>te@Of25L^Kh+*QMJ3s z$rjM!3#%p0qYRh1#MWCUVHaqzTo3@0Do*u@#6oYw3mSkUQTpzQu;I~p^xtka+DOVTOAMy96PJ3E@ z{Cs?XW(7v09VbO9Z+~_)2_T0M47iLkP1Ey)i$H@gH!)$ZY`an}Y8qR+zrR0cxLkha zgMV@78%g#IVDjS66YZ7XKpxHVW-CL5A(lFd)pZQK0a#XL(KKlg- zcDNB?>ZmoWJhDDzuWctvgnX5Cw`l;Z86V1uB;Lk4hyw!5y`6EL>7>5D#OtG-$eZDo zOHV#{uFb3M-rr5V-4pg=&Jm~I9=S@U$d-1U(P`>mySK>JuO8Gvm?=TYE5(I^OqAF= z%kmSdB66p$_5~F|TKqto>_M^35+VeIBX~8MpTC)W*uz?{jJ!)Y@6YM2p^@n>bA1BW zapX!lQr`%Mfdm+doOPbR0;-Snj{MDUeYjG1MpCd=BE)yw3@$EG{y`}I)-54%ZI904 zVR)^+S2D>@;I;1kXT>djt4T~q#OZctRyJZ#5tFOF+`RPr`%?c^pQ&`t%8x2nu}e_S zFTJ;$fByVAqOSfw5OtUSflkG#v_dVu=P$k0Cn>a9uX(J55H&f%sKDp${fcb!wEK6& zsurg{S;Pew0EeWz{)aUTg#wkc{NP_&T0gWbjHN|&wX|m6qxI_FFZoq{P)pl`xl!*x z07<#>^pa)8W*V&uPRYLJ{t}xbrpfb>Xr2)qOW~il#vFS@p|%hojum|5sjbOjoO5&rqI^!m8BQGp*o(~yx-C#xLB_YAT34R)tWCn-S~j7ib$dU zz#yf+_vyF&-Fs%ic={Y6pCTOqYj?Jb`Vj)G?ZEo#+=C_W%P^{7N)e_dJ*J!HUZiM> za@b>EtNY1UvewEgDiqw2g~Kli)(gZvs>}u77JmKsblMJ7 zS3UF}tw!~BI{{e0Z%WdaLNf`YA9V|vmX6)|sw+t~CJC?+qXn;Yv&G2impxG2GJ9*i zSqK2D*u^ech1a~}CH)%~n|eb~Mn%N|I>x14z#Dcp79#UED>>QnjB219Kn{MloNuW^ z3Sc=0t*< zk=Y1^+n5owK0^s=h6hKO5>zj_4Ig;UyqP&VPfHtUKwiXm_}9U5bJS^I=*sar|FzE4 zlnsMRV#)9W-=#+i+f-V~Jgu`L);?>bMhLpR2~}yW`VuXIbyZF+<{s7WfUnnA?*K3` zRbgQQnrlG+-B_;mZ248?P{}H%T!p|=;j>cGu&v&o0sG>`vbVQEwN+k~naRC_AvhxX z`W{tXDXW!+W<#!(qa5D7`p~G8Q2W+O<$u%D3{qmI46}1g#v^bT!6v6TY8RBnBbR^oeZ)YJ7v+g(SO^SkpL}S8Kap?9p z#{kZ#NX-@kxPT2U@W`H!J9XBc6J?~?+t1WatWOPkPzVm?OT}F#m5IN@4h8I1PlN>*xNIG6hB$B zGOD4lK-Q@X2D+YNz;~Kf_Bm|A5_BK0Uawx6(AxQ%#n!jv#1WH#8568r8xu~Ce&;wqLEoMJmq zxO1nQ;(I3Hf?YS3q(v49V$simF3jKTMTE0{d28|5of=#i62(cGpLgF25b}u49WI0O z=5e(5k*}~8XNtJ(ekigsitZB6mHKH4yUAj%y2V@p^>dseM=LTdqHLnn0nL!a(~10OgwgZbho+0X_c zr30&If=j)5jCRz*uHr;7?F~S&EqU+aUQ<)vWqy&=4V&9zqwWB%%sIb8lwK@Q)85vk zn4cMHiG&$Q9}!ov)&H)Yo0K0s`D5}3KrH$@q1~77Og_xD@+UDJ%O0>tcI{)2dIjP+ zU>4~P#vGMFk+_^FBvt|aJF9FyN|m=YL|saYPN7I8wTl^E*R!@s@5gzPFrozv2>EMN z03}6kol416@-n|Y(WJ96P(hIdBJkJUJe^>g z8G#hyzmPtS2g!HJd+pf1aeWb3frS(0p&(!1SYP#pdSz2W_~_l?sQwK z=ltKl7T^tsXt;~WWRn-lFw`^{HG8v@`wM!v$QyYfj$9IJ;sJw4DU>Q4M-*UOx9=2W zc~-A+Ig4q=(d>M>E;;pVIBeS%KT|9dxTp$$%Gr!1m(bB4)bp8)g)}rE;-~$JbWGQd zdkDqt=W21i6)wlX_;y^WsQi>|kb4(+WTGlzhAx4b;B%CfVTwg%MO zc|Vvn1I}x$r~Ej^y4}}5(WfjX#)jZ)kgF4CI!LiID!Tla5vt*57F{}p{Y4uX0mwk* zfVqzO+Gi8@PKwP#2Z8Yl1aQ|^HEcAgG1ValXJ%+FEkMl^)u`~nSU65KS|ut~vZElY zmtal6Gu19W_r2Rd#qbS>>E2hEH%5Gs#A(+!WWMqB$Pz5pvIwK zZ(_ie`#a!;(p5{3PQ84<_z5KUI!S7O9AW;$rMwQko=xHf8SwO6PKJZMha3;SBYxHv z*x({g(#hGzkuXyGdS*4~*HVyFp&=ZbZvR8!ZY7n&1#k8evdCt?Zx@S699Wj!D({;joa99dFSh zLDqaFH}_se1?_{9gMSgJ$UhF3cZ!qs8r$UrT3{_)!v#-tD9qULK2M6D{=}lNlHP0g zBzr@gPdB+=Bs0o$`ZP;NthgS zca2`zoFo8&QawCGzFQMo-#A#G;a>jjqda;K4$zC;Y;peU87r~(QOJWL0o@8sLwPH7 zDebt^w)FoDGfasBPF-+O-1{%2WcHXWeuhl6=JN;k*OTR5XUDl-{)q_*$6)LVds|p# z<;(}ICmbw<-+ai7xW{z4?_3(k_vzRlbr3QvKo=DS1(5qwLw&BdnuuCFnaia*CaBia z;Ig?Sysv+)s;Vk4=Z{yUyY+&?sm9{%6)C*0+E39k5|qy=reK>guV_T$!cqh&)3qyX8MT?);iG0S2LcRQDokf4=g zR3KN|%9{9b)S^o&?%fkDf_2dA{=7?JeD@U#K~idEJDFzrBRbBa<_L1HFs~MmapYRB zeaVuWSQ@nNX%S=gZFd^)kVCejiW7+Y>evg;<-Hc={Izqx$-j_LMcKU~v`Fy#l$Xm( zv$9dUwVluXx=Qq+-Qhn&1B1ztp!hEBuhLr!(p+U&h~$UKNlSwq5^`r;9lCguY;9uG zQaNCz2=-I4(q0REqUr4k@5$y^{uz9wEb{a7;}E^dql}bej#ng2<<=35bMz%)n|HA& zJqga^2+>LKIEjFvY0fJ{XPvf>cz75nTsUHad*Y9vom)MhDn@0S0xkSkg+@=Lo4VtK zgmr!>VxoxF?x4$bMN-(sddn{TZ96h17hp`j)ur!jp~L(=H}9@(q4d^BgPVQN)L*-D z{B>BJW>5n+>{P={%IkrA{_uo^q7I4K!ZQ;0e9wxwIzR^RPN@9P)2T?ZqjY}QP~RA^ z{OlRCH3MP%F9%HJ4bI99SrG7EFcyF*f}#)hfSOsxpab+Pu&m-f(R^TIA(l}*?QErY zck4MhH$9taX~}i$Z(uax0QG>rcKa7p?QU*vPKzmLP;1I}_Fp;e{GwuDU|`AVxRv)Y zAy2+hw5m7P?=M`Wix;TKv z%~hAzXNK`{@LTFxhC9TKY>~Ns;I#t;X@7r|B1_w&kNFSu%Hhf)MQyCueY}fbP!!f} z^}VPlKS)Mu+V0;))ddP>MR^~kZHR&Q5$>j-%z$Wjz-PqyPJ|rCSLM^xjAEdrFA1s7 zrzAFz3RRAoo_ax&8_)hHwh|mvO#HoeCoNs67u{OtJ+7#;E>{$URa~8&aYojc{b`Z* zyUoMWT@Stj{+q)8ODFqm-mhD;d3j?;74 zHnD53FJbx?HQ^zbv}pb3X0uKcha-f@*^%_`9byp=BH+g~d303AYEbKd%+Jbo_)wT9 zk5uSvr(xc9bLst=u`C&lm-1cMiw^7bRCl%b(nM_L&?V;}gA{QpLV5svV$j6W z5Pr$7g2B?qUE+DrwH}2tp1^OMkj^HBH{$Sm-7I7Jf7DKOjbyO1j?-{AoNuG%rk0vM zu!8Hgf5}ON&ijFsWrvBXPh~yQd7c6banG8|)aA8V+(MGZoB#r^5r-;si5(T_+~4R= z@@o{$U9-3l9_K<-`(w6T!cmKL?q7&*<7G3Xl)xZ(wWHTT<0Z@$TpjJw#QF-Qt8x4c z$UU~;W)?rHOKdpkN!&P{x(7Q|udU2lt6~gV>em5Wv<+@zm}N=ZbKvRsFjCj%$%HRc zw%7R^Z~cmHt;n+gkIDaq2=ekcbp(|)H2mfHZ|}VA8A}n|q#-3Sqlc6TGvahF_4I|c z5;bG9V4Ik;=;RMQDT~RUTOVX)V>w@M2jKZSJr+5di-MEn(wfEH;O5>oN+F@Jf-mV*msb3 zSLpO^m~AhF2w$>#U?_8zQp1T@P$L9NVd$Zm{?bP6+vF?`-DjDx@SL83doOW{BFyjt*7TM4z;C}B`6+c`aAa#bv9Qvki9%(+ zk&Qt05(3EByxCFWeOf_(hB9t5697?+NaU^CUFj$I_X zjUPBiQIrSS5k@7wYP;^Nnj!bX%i?x|>v9jN^p+*R_bN2W4?$F(?GN1Re z%W+yu3!aj}Bl%n>Fh|XH8N`Eas$FQ|5wLbUHvbYm364^o!g)73Zl!)8i@Fqt#?p&C z+76*QX)9|1%Pd?V4wSPTKTl~=mH*bHz)2&`|6`GGF0}z^7d0Y3xT?cB&VQe3Y%5LS zX##;1$uChwPFxIkR;rMv9)bGv5wJa+0U~ag_%YZ_=3^wN zX9;|=IC#zYtSXP;?*+uqGtA)R&Sz~Ufmsie#INbV*|tT-1j<^8^1`1KNjB3YpmO0; zU|;X*RhL#Phmq*&(nJ5a>p||s+PW?s50qdppeBSf`{N<2uc=3$|rpy>6^(4?SMGF;f7=1=t zQ=KH_eL=whahFdwF4fycrnGz%(5bENkCNxRb%ArD<=lRT#bimTvkhd(^5oUWOibkAz)IH1bNs(x!eh0mg&w6T1 zMoRsB8fr6TW=2w}UR&j5BVX^ryqFDQ;Ee#<8m6wNHOa#8F&GOk@FE}d10egplB^Kz z>7i8At60u3D$Ge6=KIE$kfo1&y+S`;k;X#$f=)pr+Lf8q-9yOsbwP<`$LUa}y^#7r zm}-sg_C5U~R2p+>+9L-Eyv9m9TICAb)Zzg*8vu-f@&dFUp-b^~Y4?83KK~!{FN1G%&99m9AyhBXNnjUYE`xO*M(kPfn{+(S>@12sqy8L>_-LANkb zidSG#4eBfKuao5lm0K%x*>g(ZmH)OLbu~ZyH?`&1Zd7Ww@>EN|a_ecFMFL0VCi@1JDypsA`I*)j>GZ;YBvsFV3?y*>r%=}58IJxK%}((ykl#MO98l8**$;&{Zaq-V zSfYfyEPvQeRc7V#X1C3?6HDdTRHJ6YG99b>XFq(%Exui7`z7{H*FfuXVclgta;Q|^ zD_3YpcSr1AhcIbSt$UUgSkG2gghf-v?e<#AdyC0mn|;y#IY&G%Ra-bq@IX!Afm!7( zZngOt>Gk zc7LcqB}VnWL)(s0ThkYn&hx#kY%D``1pPIM5vY^c!%Yctw@%yLxTE^-^ejrzK5<#j zU33xKaezjCiB&yc-`^ie#;h_R5jcO>8R3D7fmBrk2XWhYPxQe-vLOF)J?R*hb!wn1 z*xXhU5)z<`+&ewcn2{|=1(!Gc`RIpIx6%{^?)1CJyig8Jc|kAyFjy~%u4i$(RS8{m zF*lBO{jTR?;vE&E#ifvTFD5lE1SAJH{ z)p6K@uhPU488-Rlgp4PTCm+X7(r^4;UB!-O3-W)p@Q}#Y{3@mJj(dYLNKg@-l%S<`~&UdB=ky7*CyB7jp^|jh;obRX=R7(ikEFpu<5rRo|7I$lKTa>HV*5`Sc{9nXIc z-z3R$bTypJ#>vRY6yAwFa=EXi{9hK&R%vs*i6QeDeNP>KS>ZyKQpxK*HK(V@5706g*5HDvDKF$Ir$*<*bVbK=aT}OR809sivTgCv*Al7qjzCpVJF!V zG&y)i_D-BfJ~Xv-zPIQ@f*XEw0TsqR^J{kCT?KY~{O10TFCoo7?eS)%d6hP223s){ z@ZrOAx}ad~Ft>S2?FzyJ%dn$1K0Q+;5e>Mbdv{AqO15qv6x43Ep)xXN|I}@*2t0lh z%Ixuy!!We|INsy@l-_%IXb5H87T!^72>@-Zuk!(ejXqZqp}g|(rZ1a*u$hK#iQ>Zl z+tTMQY8KcRUu&Zs-4~9Ob#c9;;gHu}R2xF1?(AGX{NLeezQ^M41j<~_8ww6Q3}~g? z(I4+SFu37xF*acG!?f*d_$_Zy)+@b>Pi%NHQr=%bv z4bt7+-KE4M3?SVgARsN>AR!$h-7$pJP{PoB$M?Hk%cXx<+;Ps?`>HKf@1UI=v0tK9 zZBWBaz0nb+`fxi{E%~_kkR$4&;+qP5c3^?Kw0n3C$TYbI;6goi;P^;O3on{Ex+ol` zdW4Bx$HRC_&X)%+Q>bENW8wFj%gadA1fQOT4CT{@u1fwaKhM!i$>oMT{=t(AT=_MdDNUIoaWWHN^bR$}T{qu-9r~(V_HOM)E6Vlpb+c{_;FWyE z9`35d+0w>j;?f);Qayj3Q?>cACpoyd#J{0UyWu%LH~|0Fd0};N=I3Fpg2Drn`zHI% z?3n_K4Tz$mgro~}T*^%xM&}9N28SKJL<8@6&V^E!-v_NoDYeK{N?+IpO*m^H(DBx- zC464^fRZU|mdjx!Smt2B**0ArE8IOsS8s;@lbL?2*c0$Lh?X!gmfPapT z;1kPT5${Q{-@VqWDq~)1w;qDu&ne`BkIIUIK}UA##;OvrI^TNVADPi0^=-b*ANottwg0B_mvQN?hj!@}&k* z2??xSOt?vV{cdjMf$W;_X5%^`u@CDqt(URx>E3M95kCY`dK5)Sn+}zyc z2`?b?kz?ABm!rccp}%Bt#jh^XB{{Yz?T_g(lu3YE$^hv;DaiJyuR+b z7$zhg*X+aCCp`bsXPm_5A*mZray7>iL{~+@PJ0Jbs&!wfk~hm*C_HW9!u;L-BUilR z(nkVOQ`|7(d~-E7$DSu-Gt2*k`bJ(^+H0#? zPsk7AsE^%RBRky!8mpHzK_bX)9UVquj|Fwb;+HAtRF7vUKSc0{1wPtFR_&KLf6Jut z-uM)Ym1+H_*h(+?yL5H4vaMgyp;X%CXMRhGTsi9Uk4}}j=Gz{?Vbh?je%svRC=hJmem4P;9kDVHx`bR>nB0!V%ezZ8{TVFn(~t~!3Ta%cMWUmB@)4Zj^pWz!yP%XS z?K_brC$|NdzyJ({VE)F5;U&ZvM$#)QWi{z?pIns@pOf|j$F$Y645ec5zR4}J1ldD2 zt2?LLSk~&x{bmMB^#!ZhL^!hMG{?A=HlgkdzJ!%F<~X$ZP~OxrJDDNu z-8)b7J|}Te59hyuYw~`=!cO*Y+9h1PDIlZqvldY99fE-mU>=|a0F$Ho`}&TqJCpI3 zCpv2pe2BHf%XT+h_}{b~CZ8TB3!>Z^s9P5UsBt;PfEXW`IJta|?9#P}O3T(EN;|de zX5qvzQHj;x?am8`kOu`|ItD)G`S4rLx#}+sbI;9TWj{@B4+ki1?TX3IT2scMMJac1 zlmT?P_p~y&p~SGueXU-CIQfDoFbdkJf=c7tQT}9o8CmjgYTThjO?AplElIEAhDlYp z#cd&aqXBbmSVzmVEyy5Js`lT>8biUnu>%DaEqDD{v_?DK@c*7V+7~WzvjcC2^aM^x zt>2O6nybo;T>mP9Pj_al4tM$|TlJ9$?Yfbcx?o)=nnk;0u)it&MQ#c!O>YY`K?LjjA zQwvLdOOU7tlHdHpdg-SSKaX(O$d z+t9kuQ7d`mrx5Ctp|v&ll>z6Kc7)o*K>#k5n7_W^I?RdCW=6H+IIdXPA$8d&;JL+e zeTC(#ES(ESVOU*=MftFW#z)pP4!nWia#VtT1&vnT-AI06V< zoSi#=R4@Pf1&&^ToRLe4fA@uBi{jy`*^(1kIaiN+|7^^oLG;Gsy@q$)?*i?Rh0p-u zgxTmO@2(+1T2fg?Sg0p#r~jzQrK*ZG#0jxss^%QxMD^Bo_U|H2IibaqC6^`W=bTfO z;<`wA&6UCO$iyk$g+R{ggJLWFuZU48{h{jEu`E6ZQuL)0dCS44MNqz`sJqPvC^9JR zvv1}($cSOW_!wwgU_ggbX_b;yvJ#_*7uojB`~yY-DAGGRC?NXB9ec-*J0m!gB=}X^ zgaRs58gB=ZD>BFJGaMzhvu!wH(g_9F73Y*!zGKH6O1hWrj{b7xg{4dzV-3YnZnA}h z9%?8mj)0T93sDDR-F+m+v6|6zl<6#e%3tDzx}As)feNQL;Z`!&ufc6-8I&}2W_r`k zvMFzFF)R#)-Z7R7a%LD96M~M!j+uERk)Hg0R1!&lvuvrA`U3=J-fM{ zCx20U&F+ao0PNqIxFG0Hc9TxeLVdA=e@qUKP&AF51J+OwsU_*AJ*8}(-d(03k`<$w z%#k4(fOxO~e8WH^RhpFLMCRqR&!eJ;2Hg|7(2~g-Gaiam z&5pOLd0!^^`gUXBCj$c1e-G0ds$K)I$FsuSrj>S@S9NhbY=go{BCzyN5#r%xnKUEs zxv58L=@kjyf;`P^jp1;8ZtRguUHWPIt?7k)P&Yg^jk&5+T}CrE%u<`8jkF_W+7wv zmneSVxZTf*o7w|6oHq%7ias-kW;cyl1|Cf)tFCg1GnOGxiA>Kvl5e_By1=q&5sURfy_Nq5KreG)~iD(kBMBtq#;&e(u`(iaB*MFY{ay8F! zz$2Z^v#DG0r+!Vo_<`sL!4v7(^>@~`{FPh%yw^2K&ipB3mRe@?oG-keeh0i?gwO}0NSZ^Hyb!O) z{*;(vO`Xsw{_%Y7>alJ&Cm3q!SdKc6q@fBB_p(Iuc3#ZI0vaCZPe5yRjh99R0W0MM z$hCpk16<@1!8<3Xds6tX|K{~{1T!r(#SndhhzMi`bImz}S>+chVKu!cyk2*U$-_ULt zA?@~eG&!FX)Ae;Wf|gU&#-^lznW}&2cYHZ}X4bz8%nbtG0Z^=fZR9&b+RMqp!h)Uf zTq3Qn^t6h@0j0K2SgnWM+-Kvz6xpue1AId+<^ZrVe3_KXJFS}gM4+Sz>- z&&zB~R;N~0jx3hq@dyem#9lcp8XP^=nQ2qtI~QwYSn6-}$_*qZXbPsyVJH2G1lg#@ zd;};%LI{fI0*B=&^Q&!dfd~Bd;MTy|P@Lg?H-&whd6r+zSWZL1oM5HmY&pu0O9LTC z{f2L5)<^eEF4Dv;{Z`g83M z7B%Vk!@G)ZG5e$7XHZKeFLbIFv<`@H4_|ucg)3^$6WRlOJX=h3-oxMYrhfk&XZ$l< zw5>6RRHaXvj0B&`h5waR?<1J4o1D8gN{{bYT*tNOBvVNgZ3cd~SiTbFErwdTo8ReA zDQgMIX)N5IY7{8`tJ6|m$v0QuO}bT!tajCAO&Qw!%F zKmYB2AB_r@LhIwD@|Z)~U}D`wI=5nlrVx8Ct+~Q40t0=KW&afg`NW5f$9wnP@f?Yk zd*-JJ_cuTMHNS?;vgbAVU6?~Qpl_AHlV$J@rjX=IA1X_8o@fea`~#%HdzC2VX%i#X zwHs;xkzkp5DdY$hKmWa?uy_YiCM!Y?*Cul9l zM;C$m@&56MYAMkD*3C`k-BCbeRT9JKp_`L^daAYXm~9m2Q1j*0=xbo$I|$g!bLpro zE5N3MJlWp(MIlt>w^P(qy(!ibf28>Hu%z=|4m9?CTD@v#7Nw57ITXrPa{bActmXTW zX8M`VrL74{HYUDak7~TnKfTd+UUZ*H`uDm{7K9$RM(~<1oaTm-Jtk#vvx)p?xuvC@ zOe*!N6Ib^64(vOxJ}pr>F0{MCp`q+ZkbM5?y#kBL`v2M{Vr$N?2We_rYih;r(7U{j z9}$%%S6i1b+DP9jXHcj?@Oi472v+K`dkHQwtFBm@lS$ll(7^usyksIrn2)=tl@|ZA z<`uILV+GB-kCpICnOw zGE1hjeQU-XwB7npWcqw`B;Y)Aa(cQR=$&O_2#qe{RYA#Cbr97WpAzvAYgfsqxGU5H zA2UmY!!BIC`>3^4E4dbKQ3B3%pjMCS)ftdU7_w|_Z3XlshzOQ@`xdf38Rc?6G9Y>F zV-jNNFcp2%N*eyzOxJG=lw)SP(pny>-#62e7nG5tPr^=vsw3HfgI~*DKw@n?m6Dx0huwb#M-itm8UQ=_&BX!J1}zA!NfRUwcV@`hH_`w&c#T52c^fAco~J{ASCO6g{k@?S~M5jRESO8w4r9~1OZ ze~{A2l&#sh8G7G?#r01}W1cX&IDhAIk62SUx}S4-SSaK$m`zEEVzIbx&mAkxG$W8^ znx2j@4va^sK*0Jm@!tNKJyq`iR2fISTz61V|tGKVsI4K#eJ5@qXR zWRQV(WQg6K<$_Ofi+`n_xu}+XC19zT;oRm^qo|3~?WytT!zESI>VhT9wdO0)Wm{ZYx|bkF*)sb+Z38qtm=th{0y1mZCR#wt ze^ImMc1$$bkf%rgF^F|E`fn#j_72>(UQ!WLQg%w?O@fXKU{GA0SLU<{=@OMUNj@fz zIbGLhRKcg6$_J^bDG^A`R{D`<&tm*<_gCoOlulb;vNf(-XY(Mu-mXj_y(_K*#TNjx zbR3q#sgelI3oZ;oPG$9a2#Z?HN;C7f>icd1U{VGo0eN7PN=USQo^JHXIqD8et6u5b&*}yj*eaVx-IX zpF19id}d~fn1>hV+gzxE{^Qu4fAruV zMy!p7;)`oP77EsBWMrEyj=u(2P<(EXhb#Ze@8AFI73Ia%`!bktI&mA9`S0xH*z?z> zO&!s0(j>@zNX#&T{sK`_eAm#M#r?5z5JCX;rVwucIXI z4^8fNRezEag|qfxK-jUEQ5cJ-#7EJL>6^g1q1?m<|Hc zikK#_*-fVLaZ$VXuB3>aob>%_UH+tTb-K%vp9VRq($+m*<54Zner3C!d7D)>5n(zq z8>tz>d*3hH)ad6}cknXtyo;sukBke4khtkP-JbduF!KY2tbMkqpsk+jEBkI zQwzY8f-RrQkCi=XDDd%ijY#0|-&>Cl@jX1xYvynZybP@>*M?1@eE6KHmOt;;6PtIW|vIYiOX2c*Xl}o9zlst?QPW872Tm*G|kBz8dX2#NCuc+eB0;Fq(OJR}R#>Jze|vSCFS)fy8%aWGDC{ z!HJkIMs4N$S!=@BfuFJsd0gHr#4sFg%YUQpwJ0bk2nXTK$K5c%U!h1{*1DRRLIP)g z`yo~)J+H17;DzE~;!11P+{}zoKEje}iRuKc!((^+&*)-Y-hFJs^U-naIBT@GzcU<- zE6^rA&)=zTg2rdSyk;mPqFEXhQDxKyI^wlDuN>Xwy~HJ2O>A#0flsoT%R@E7dG@GMpC&wOjMLGCdL1?6*pIN_k#_=$D#a5=vw;Dz%5RV(Bb5)LDn3H88iz( z27D#^3IJ@0;aPpS3FEt`qdE%S0C7w40|-j7&OmjP9&;>Vx@7f!V%WCT#_h4KKEKaS zzJ*O(&YuqVjU$WOk9|U2*UG)zxQ{nfBMjL}R#9(%fBd)kYre`N3WAk6_XRxXY7hQl za~Tj>bpT}4?Bv-*l|&XQ6<-! z^$xsAL;np`WtN@5^4fOMA5YrKXE~qFYSKVMYo#MwrHtV#y8ByQ;%5sor#-u`0=XPn zxcUVlR9wv@Tz>*iS8F`se}*33(Qob!-TRuH{+&_p-Y(gGO@;ZXfqe1z@ET$EyVUdyT3>uNLOuw&9k3WS1txeRX zXJ)*-y>rP_Ru;=LS!EF|(|#sj8eE4}lYR z`8T(9dhRR!0_YQ$lpP+9LIN8uI6ty1=`I_Ea65;j1Nd70;il z-~)|cMlY3u%M8$^SZUa^imIB1RyYHdsI{uUBckY$?srO43Z4W z^V`WNZcu#K=ITlx+KNgVR^#R4PNY<}@*2=!$QX}i`A?22XgZ{ibBmXZk`k_%ouwyf zbyH93ll|%au!wNsl3~yMhCp+RJI#-kOrf_J7U9qIc|&#p3c!qqK7spUodPq06E1KK zD%^ir(*jx>UH2d59`^Bq=~}-c>4eLAEoyhejo&j*F3bLOj2er}VrzEj7jM{;wqMqo z%@q@oQWqh|^tPik(Hutth?Wan{M9BR>Gm|ZXY8|3rO_y{ka9sZwx7zJa?Jb7zlz7$ zvDUyF=`QlZ#L?Y{Vm{!HFEcTagR#<#I)RZgdV~TT(ilbnr>8@>0O3jAA=#^-;_CA9 z@{*F0swy~dR8#yBf=JW{4#qZAHg+XHBL($71K-Eqy$#E^Q_7QH5|p-sAIh6XhS@-k zzp+Nh#T`DOu0JGHZPb(Q#7awOLml2H)l}Yy)RN(D;D;4$5spuoxum^XBRhHPyrxNr znJXgndn%x;yxd`}Gblr8r}tbGoEzs^YrufI;tk6TxounPth4g4)yFZ#h7v7&AS!hd zl7W|*oCsGF1$~J*KaGR6s~zmfj-rK{ClM|sqAHwkb=X9q$xQ*ZMzG&fJQlX7%tKUO z?t7!x%zR3UGf)8F@9;~PS|uFcS)O4lb7e0_7kD0uxNc6jM0nVkva7Ss9=P^5pO^_K znd{fPoo36ymuhWSM>i&wCQ9qlB-?`=ySnIX0JVMS;j{qEnEuPAix!gjQzq< zs-mZXg&D`9_HSjNEWefC%3+l7N>O_SbjYDB_d5f>#uyDM8vs= zKcjXfo&9Xu7|zp=VMZ_S`}4O5-fB&Y7`f)z;tyBegm)n92NVPjzP{iLc}IU1tf~V5 z)y=<`OeTKoA@@xbIEuUL(Y3UGII=yYVlnSlSnKJ+)zv3-d0M*J3dLLCJ-O~KSS=pp z>+2UX+sk#7T7isK6>Pzzj1CJQsdW4SI|Fz}i*cM}yv}k`L@Ht1Pld zE6=|UtZeyhjKQYsZ*{gUx4;C^9hH35wwhgP%q!+HLl7Ku2@Tw;VA`t`0GJ>ZRV?RVH0`o&}KOc>Ch%fy*eXOF&+f4{!bJdi5JT z#{mc=mP$e_&!nLT_=n#20(3mWjSfCO{G=C4za*rl=jM)=nvOw7aGuE!_QlZ!T8vF+ zsez6}Sl>uCb*LobeyL&pgtL|5DGmML(HWUMK~-hdaq z-wN8)VwCa6iw%lu?QLxap@EkFF8UXkB$220$01!n;|;cJ^%? z_43HE+u4oS7NP0eh<^Dx<3;Dv4Dgu}uAD*Nuk8pm9*m zns3j!NV@N~Y-pNO+vyUzeo3}EZk?30pr6?lx2?JXAie6pG7J{T6cE1{HM(9-??-2rMfaKh z=Ee@QM{<7#N-1zf7u>-@u9w#W@A+mX{WS?$yIo7iIo)~BdCBrONgL6ZFce6KI*MFM zbYjymosH*z?Y*iGJ<>83Yj+A!d0e00dq}vs@$X884YbJt%bkvnj_2E>Y`rPX87T}s zWUuUl$e+X^UaEJtE{|YG;5tv}0ltF+(U?)ld~zCi3NzH@$ws2UcPKiv`7sFl^JXe zfT;4}QAh?9hkPw9wfh9q-~chrQQXNwkLMU9*S-tXb^5)YyYa8aY~P&gp`m+xgblMv82=E8^T@Xxe*J1`=%Ebt`~FZ0Cp|B z3Ny3>gDQkGGtb zLYoU)fV5LzM}P8;o=TX2t6RJmA}veEfBCxK?+gB>xxF(0xJ8$Y2~`~>?|diPOdQ>& zk8WOEb4ateQYYu`Q9ZMPvu!h#RaLD5jVp-$wB>;>`_y}^P5yz}HLW!}UqbcAzJEXx zdGQ(LwFt8!VSc2QUF-GUZPV)a{8O%nIXu~+^+NGu^GCnyToGExe7pa%-OoC)O4`b7 zfXOV$>f`4CQiqs6)xSugYwPD5GGdX{ofJM#EwN<7F=O?r1e%)GVo=akN(~0Q0?Ir1 z#(u`?Bk#*HuF7VKb4#1tO}PZ^4pcj~*^PzV!7SK>e!6-wJVB-&3T2QY&ejjufbbwy zt~7Nm;l&w-<{bxZ3T$b*@4)ozRuV!C+n1Pu5ey)+|al<6!VRp5-j7&jA z!`)tG=DaKyK)q!pFTJeqr@J1L=#QD*Ua`uBK(!&zC#Yh~J#FKdo+&F%4m%$zEJ z=W^yU;;mpc;A(~(%B=s}L6v5_r;~IUPkga=iU+bKq!5>1CIVApbyyuR2G7;$bhs~pBwAhCEo zhq_TifrzE&10Xd(mCg=s{(ac^h=$hEgzU0iExPJ`=u1a#6-2zTmFn^cy%Q<~G$cF1 zS&NpJhn1dB9bt1tU~aM64*d|8p1aHN^63*q;?&M%%f@t&$paPi6s&71v6~E0lqvf! zw8-uxQopXBLq3Z~9Qhm*@4|kKZgjj6W>sGsEUXfDL3Gx9Y04o*W{oXSeT~84n2xK0 zGl(ZS&eQ;OItldbiiukf!$8kEnSwMe= z$E~*dA9=R-b<2}Ep;BAYedv6~t$yXU4pD^$sN;Ydz`HByvVcn7PlPnvc@*+Dkh0QJ zM<7W<@{#MD7GfRs`5soUU4tooQm}Bg>~uU@j-WLGui-`ta64*u<>h>})qVl3ZOG># z%e#_ns@=AWu}q1E;=s9+ekWFCPWY%MaHzU5%v*bpGb+wj@? z>(2E{SjY5bq8}ew8h?dBjqTpug4RnjQPnv7{KLN~f;Si4^nDib;%K@Ldsr@vXi1S~ zc9B-;eYO9|4jLH<0kseyuCll4s^gEaFsEpNGB}c>K^8;j9)KZ|5^3*TeLN`!=ASK8 zadW!kazNTK0?0jk-+O&j8zyG^n;q81|Ga&q1|V2?AxHA#S9NPQH?7J%h8n2bTA@a! zQ4nOv`}|8Wnz|N*fhb;24&y81#G@|LpFnCn5%0C7wQ3wsYSUY4fqanGbnmO$&~ZNt zTCIt)Pnx4H-(1o~ILI;oLv7W8|Czgu-QV8_x;wDe^CTW46E$$Ac$G%#|6}f7X#mV4 z&^BDncOKH_XbJRA3+*Csm%IC|5%tm?&cpX^&A8t_%@P)WyI)RVu9`=tUYiQ!0J5QpnpTn!yfg@EZ`D0%pM4agMp#Q)SVG2pAMc4w#n z9l*jIp)HnYkKxv~oSk&E+FC6i9k@Pe>~;h!Ou+NTx8c? zi@;;^cW~QjXYLIN^RW2#CnD+Ad)?5#l?AR)_gbQ%^|#JaaC^+Ov*9v6#=As%)DN%2 z0oiU(`?5Q9Gz`o$Y)*BL1&9C$o#qi7wD*3DAkSx;& z8Hdr+JnY=^nW1b@?m+j_%(z}YuG;+SCowQ+wcb=k{Hno8aupSiSe_W&l7wE~(v==+ zrDqQH`C08-n1aVhAAGTB+%HT6eQ&M%CiMjTx=bPt+ZMMyiS#Mkgdi}espOM~Zbu*| z&EJi-%ndqHl;(XI&1MAoAreGe3GRktxXgJYJsF9IZfKfm$({q+Brx%4WGUoIvh%TA z2=Af#@#dN$-Z811jfVJ%9y0yQ7)RGoC**WUg)b2kS8{y^Sp(DH=d}48cjMNLq%^{g zH6sVnsyznLMiKZ;ra0#^yUwu zJlxVGFU9$w=RkZO*bw9wF^HTIzU+3tPvRwDE+G4r_b%hsB~!FKj#pcq^5JS_jwSjG z2-(1wFFW839AF;bgi7|IZg3UK^QTIK%lXd6pn z@#gKxwPrds4ODl?chg3Qpf>^R$q!_1BzA~4eS>1oWc2eL@B+4adTUP*IH?t^u6%4tt#5$;O;-|+C^g$a<%b$B!rRmpc@CKw6- zo|0p+fm%Q<pKwrAkomwmhZyTy>`vCs;wxTMA18Usl zyk~H`NkKu;X|yQI+NjFowYbmD8BWa^N*MbU#89e$TlZ16@-`k73$UgB8=iB^mckja9=xmOqB6x| zmFq={yQ_BUsynG%vPEbq!@HVv)s{0+q5ld2Xx@ghJq-$Lx*u?8%2KE`5;0^)*qYC@ z9b;A2-@AQ!=eci@8(xWsQZfx9d1D3VE3|E)1vy`jMrK@rn6on)ae5lagmJCPBgu%7 zaMs}l+gwPp zT|4-#V7x5PVv$^{x*T*L&42^SoFtb_53i^{PZnkt#)M0f)8_q%`~nLItcmnKL^pk{ z+xH2+a}RR5@Oju7X~4Ol9#IJpK--#G=re2lweUh1wLe?3eUSDjP{f0%Q$?VI|61G) zofM%tA%c#V-{DIbYMl-4@SSH}qUQBgR)t5EZige~)q&`}aMvOlWF7lM_dhFOA~9-P zD%EoXS3D>$ZYF@-X+~28b=2SZt~JGyJH{Z51*Za zr{47yR)U^QF9LzQediusap{!oQIm9$1pIod213C24IF7Vv^(aqAR-qy`FFN`k}DKS zSNfwBkL0qEcAnm~VTFK5^}mf|bAb;@KJT{8;>~?5-NF{EpVg6|>W?~(PfX?ZiyyhI z*F)R5e(-T?FI$d_v%M9W?`f5CU_u&?-d|Yl69#msDWwULc11%A;`Qqv_w+4P$E1Y$ zP&em{9~i0Irc$`*+qG)=FbB#dy%Y~l#rMizXr;c{`}_JAdo<~F_GmfC z=kcBHaf3zV|J2{I08`T`9b$zZ>Eihg5gUNB4fOSE{q7sY<-%JkbUZ}eTfSt7d*_a; z5knw=oKVfvzVBe_)D|qlG&NLBrRKq3Cv?RUK80ilU-Y)d6q`RJPV}1%lI;l||!$+Ft zZ&JUrIeb1R@Srpx&Jk^cr?p)IhNmBP3RDXYeW)kDWr02s08-#<18Um~HbQC=Fl6yk zy5)@-ooeLr!xvA%$I8ctpNo1^eV5KQ=naLQ8O(Nt=AS)oji7$%V-qsYzCP9gUmFG- zW?%{C8Vg6f9>U5kO=UpaX6LL!YPDSdpBcdvZI887MOooElhkCt)1%1tfS-)gFLH^= zrYbk28jL@$Ori8FFR(SWl0T*X=Md!l*+Yx(yo?fKaK75f#JL_4n)V7ezNl_BYX$Uj zpAUT0zeXQMTUhD+NkSMt{-DTuDZ9|(QNq}+8|=J%wOqfOr~g)v}dS4#HOb;WY5ANnL5NY)ndsin)v>$#_*u7 zH-Cz9ac!xRM4Avr{sVS8)iFUN&8)Sq=2WOhxEnXKj&^t&SGLjf(&olF9_n$Ceqmzl zcOdlLo;HPBZ(J5^2mJgi!#e^^r0Lpc7&N$Q?!6o@UWjn_XU%b5#|%hxe#!5wt2_V1 zlzURXLd8o7ydk>mm&;XP%IXuEM)ib|y@Ep5*MUm`{LVJX`-FVoCqsaYreONQ?N~=(E`mGD7c?w&BQ%NeRV!P zFMzfxFZog`vjFLcEvsniIKxy+jS?pd2&fw1ZK)_z@4sV8p@PX+qQk_WYVlzM75P&z zB~dqZxHo@q%HFxnnL(*aVBYGj(>g@Mfz^TbB{3cJ*9Q?kMh=t>i`x#Fbfk{Iv-y4N z=~od*KOX38J`dn#iez>7XPJb5>;?|8HcFu7U{)|NSZeCJcj_9t>rJ{%Yio`B%g8SM z6j+phYr8**2osOm10-O^D~qzRzqAf~JWgB zH$sos8V5S;0B-^*RbTV?9=Ruf|E8_oKFtl61*uBvs!^n8H#PG-P70P|WwP%QF`wGQ zGdeicf3KqPi;AmYF*t!vjZ-DDtz#*-#tv~5(S=z@I4RkWiLy`uIX>rJ;+9t!!hwE8 zljF14Gh|JoQX~rZ;!T;t;d_CpR9TfS5HviUIsDE_&q`L99QU0r<{)p8qj1JhX{$3( zCK4-Kb+3^e54`!O@co-h@oGjWdk$Mmh+NO=fF;qJ>iA$!yuoEnqS=~o)_55ss&~@X)6(;BOdP%B4Xc9#>(506 z$4A`kqNz)VQ2fQk_JUyVoTK2K*wYX%xhlnEeh-Cp_{gT@GF?NroA5b(KbD<`aYbE> zb<3fWpPBZORimAroh%THfEAoIS65cN#m`U@otE7Tp2i|e3Wx>x!cG?sLfd&1GL||R z^@nhh)cV77&g!ZU1vq{$E|TI#-S4JQF@S+7ip&N?Stf*-XjUTBin@tXJ@2GnKjkvu z4lqFsi5r~))ymDyjl-_lLW2Vl#L-E=!~Xhiui@Fs_utX2<>$XzHfs9&`{jL^0~_vF zXXV7Wvt|f?D&6c{^8x$Moznrxv zG5l!Xmu3v^C5@^e(yyCJKb{|A%bqn?IB5%{v5(NRLi#suu84={g)9t7T0qLS$H??V z7@b{yL(RzP0`UNEYI1aT1Rl;mf0}10spL}&`0ROlY=1k&fY#yl@m>|k`+$dNe2DudCs2v;Fzn<)Hgv14JE=;YFjuv{m|Ce=D7*y_G#59XZu(QWA|~)pFb?^jR4NQb^oB-YdniBUm3(o+mB= zFXh+zLD3>hw|7YMvRRce4?6Xj;eKG0OMJE7X$8@9Ld1t=uqDV_Me%5TN~kFVO4N&lz4=;-u}X#IcOYCM=@>|H5Nc z(a7k2i&H+_)7`f||7kTTxcl~FLL1=oFPglm#Qmz;+4%+DZ>W5vdD662Z>`{@j5MjD z({vkC$G0CL(eR02FU}Edd|7C*^!UT-W$Txe**YfOh9OK0F2ZHQsj*2kOIyq4vCgDVo8uFissAtBjhb4XxV-gxL6DV3Lh|r= z`^D*g47%!^78`{jZwI9Q`Ll?+;|?baX69oN-vYq9|4%V8u4-iL3rJ}oCd(1?y7@IZ zmFX-nTJcgXN06ZwB!;}x#q-zL?4hk>?nfePCwuKXNvLu%`m|a8%v|#$!l>PISB|AI zN02|}vnHb?kkqSK13e<}g=T}DWj9izE3knrN2}VTtHLv}?K34&qithLsdc)Ytg?-k zvd}YRy;LjtL~cqFjo=oCycZZp^EJI8ao4ACn#135mzNy2-?*?M@I$|Qzx}X`yjmNM zat5l{wf5tkv2w!BWxuQW(^a6U%gv?i(Xa6Hb3(XMRu z-UcNA85=m`xP$N3C;5^mZx%D#8msbn>Ij!{&j?EI;p+829oiAXN_~!UPNIvqD{mT0 zk_;;fh8+5T0f&LGK=IZ;k8Igq1wgO-FOIIxtG$bOud{?WOn!0a_>)g9PrQ6h!pD&~ zaxmoS&7L&n`5bAmmL7N*<$+K2VLT!3o@scPEztVbjRr8FK=t&1f*$pj56FTc;lgZ= z1wS#k(VvjxBR?JK{sBnw;9DX6;ok1Tj(aebs-r`PrVF*P>#9`LMy|v|0dQa1XIvd# zrl#}Yp%6wF02TDC@+bb$OvY@14xx~e416>C=(5e1;aGm|S;w1Ianby(_s+w*R+!`ggua?2-YG%F8{i` z&-=X3_kNwCBdT>ZV$MLE;m18wPeHB7VycPUc9#H_@vCl9a&-e%geY$CtT3p2>jU+H8*HUY#}Vdks;jHC<*Mj z%HX)F>i+mQGL*4!1E@obWv?A`=R#V_b*FdT_hn#i-XS&d7z9r46;|j=Gz1PE;^=Zj zsc&CXi}tmh4b<^uQ4e=__WYP_>_l$|AK|0!hJ38Pdv&3^$qPkeU$EqlOF{pS?{c;c zmx(9}@O4xhAQW4fMbF3I{Nqc+hYulVShJ|PGY3z+*y;=)9aK}m zerX{L0jC!CU7OUi;A(0Z|MBC~ZXjdg#Za+H-BLxMHLWJWFZqhm)>%w8Bh+s{&3Pn- zJ^Q{4mwjC+H3rkpO=qP5OYw#X%UAoV-%%59WnTfXf12IR&vRuKy-tb@jg0sOKG0B50Vp}h zK?0OI@HGKtcNCGS!sWnxJsg}AhM=wkYJJj+;v}+VTAFS7`L9-NoLOQZl)WNih>U-3ASY{e_y8C zp0w}T##~;DJw#5J%GJ^F$mH?$MF+zk7qIdGVB`$l%ej<0o6v?{K~t&J3q5^pGEV&W zU3r%5>{zzSNz5j#mLzys?#)(HK)8LiygYj}zi>xak~qut|5xY-972Ha0N^u<1qN#* z)<#gnhE=BYkuoWud|4(IqfPM3{S|}wQWzU4BjkB`CR|8b9v#luuC5tO4MmsFc**4u zDKtXR{RSBelg}v40w&gYYW?N;mgACb$&j$-I-~gW<~iyic-^v5*j>0YK3Q ze0586QV!EKdn9H5Yq`z!2)}dlfgS}gPp#gev(SvlV!jCU5h-?kJOI9*C9i8vM7rHL zo$T__7Jv)hPAve5De&rn(5JlE z4&D(#Hja(;r*cDfvcYEvj(0#-0!IHQe;KUXrpd|?j8cS~VX6YQ9fXDs9ikcRK!$LH6D9vVBd$t681$3AqbRWnR+PX zu{|Tw9ku%c_z5nMZ%t%QE2%>+_OfJyJnO^i%M1J74}6e)HRIF!WebcF4Pspr5i_u# zIIdtb*SqMj@@ET*S?}@+BUAF50>`lJ)a%4Q&jpipPEF0nO8*U3KLt*NG@VmB9Q(Ux z^`uOMt6jin4bL;96^5VZA8hT^5YROK3{b2L)2aGC`4|a2_Vv6h( zBqxt9ntW74jze!wa;1*CxnhuOc=VY`Jz8+UeGvv0UO<7fSb*71RW+8nF}_FAx->6v zK}dNDsERkGtO%oVhi_c^2-nhKeU#Q6{PJ*t2y6zp>Z;ZX4*v4Loqe&Jl?*Z8eUway zL?uw%16$|p>?{(wcl+j9M2q8o62KvK1mu~$x_UashVE;tPt$KQvu`%?5N)$T zy8RX9Ng|Qq%y^|SRUH5@D-!3q{_EKV5D(Rf=z#Gicqv!Fs5vT%K%RckS`;l?4fkuN zK*|XGH}%=gBo6nLO*W_Eo600F0yI$%|XW;mK6E3B2Df(g`A+ESYTEnmu% z7BAvyrw2RzP57JFphP;5#I34FYRzKyylYlC%FVdce)1V7a3PglzqR>aE3h%-PZh%( z7+cx;%;|Ul+&_Y4Er5j|%&2AYNoo@$#Fsi?HT0bd7L~zR&LR21kM1gL^bR|Qd-Arh zaHxE~UYt-5F_hz*E*7~z@ofsgbA_ZTgBfiQ%Is==mCNePZz%@gert`0Y<-4i%4h6%>JEq=2)}_ z9PXqo5oVk?H-6_3+$i%C&G!4@e6>cPX^nil*QN5|O%#XPO4!!on%+-#M0Cs?=qGn3 z)+Eh%-MI&Vaylo-&O&2~Ye*inbZB;zvH7<}Y-SzVxuOiYS!*H_oMd_56Vzt{9KruK z*XC`lgXrEzC;2`?znxNf(px{}g{;CURmn%>v7?4x6P50OyLdNqla&)#*6huvKDK;! z`WNvL=k|I>Z0+a**g|=4bIoRnql+Y!Gbg!$a~Pku;oLXZw6dYoIUW6bb;)%l3*x2q zdu+~hTQ9y5amY_~92>yfk@xkXrjR$Z9TDii?+?NF6pOav0j;PlIqG{f9CC0%N1SnD zQ;Yz4buoj{pgQ9Ge%UwT)#zHpPA!T_2JdH1|K;NA{eZZ%_^>BYQ7R9rTXp7Bj@2|s zLka=5Y0HPDm{!8~EUnx(DpabRvfSG@;np*M{7YC3!E^{LgDy>3Ue)yFTI62ew;i3V z8E!Y@=Fb89Nn1Xu0`hC~mMPjp+$vED>M<0lh15O#>gx4DJR+dB!V=D+W8_KFz(|W# zd8pJ-qe_Ii!8XWu0PL|QU`r3Z?f?{qkDFFOuOm%+8L1g1E+L1zU-cb(u~*t&HZ0D*ii~!Dt;8F z=%}d6`*a6hTH>3EXK$n`urnBTQP>zI{dWF}_GzQ?xH5Ro3J@cj0kiZSta$8uZnO$) z6S6L*<_YN`q(_a`lC>@be{?vJQ2bJr{|%BQuQyc$<-Bo;Z)kYMFUQY5^NtA!Z~ZP$ zzk(Ng)=3OT6^nZdrB(mMi?S27LGqWa+7^Yff7IVAI?5aWgP#)s>{tM@ z7vlNPI9`o)VtSgDw`Q02CX31a$^_KsH|4+}p&n>o%MEXB)v9LA@VT0|;||Zt5D4K} z3rX32k8d{`u^(foi|FKTwQ|t3yU1pB~ z^{+uzs&4U;w2H^l+}s0*_2dgv7rOmZR>2K?*M$)Uo;S_-RNKU5zqlo|NF&;%+VhW; zPfi3E2IC}0^nGkz3Qx!i7j4u44<~H?b%8@pu$?>5GE}aMUC~_B((tt$zG?8)U;6hk z?))aiZl8oh>*im3Xc=IN0!8BWb6)t-gTtYc@n6S)(&hTf+u7E<+nZV0S2JDp~SQ{+unMJj($GBo+#MMnDsh3Ajv@;g1lgiJuq`Cv6!HV{?D#dTkSgS4otiupdq z@t=7r3s(y?aJQrnoH(QTz1ZSJmJH|UaoNmV_%#J3&p5kCJC%JmwZvVFhcpnJf_*C8(+I4>R z-O}D{6qIOt6BydG`z0~Yd~#_hG-3|CEtzZ24>`hDGSbeQ*uuc>(hmf<1^;{^nFcU; z)J3fb(Gi5`LFJZcbF_gNYrTIxQ5@bu$D4I?7xy&Qdrw_FZH7wzb$I+ndZ;v%um_xu zw)UGZz`&*m~TH_SAOHs`H%XoRSG37IFZzObiZvqxcXdBVB>`( zzgPUO;;b!r?orvW`%72DabY|Aw}%B3aH3qkb95WIo)>;9AXk}4g(t>1Je^g5J8RnQ zbRGzs`8jJuxaN)6hGxm~QWezY@o2}KJy03FHX9k8mN=|!Rm_LQ6_caTa{4YZZC62G(In!816#Rr6 zOytb4_=KTJGJuZUS>O<%D8$#&7W&5hv`B=g&(Gb6ZTJFkF9FnyS#d^guf}6OC&SL& zeG5#6#%|Un{%T*u2nZ5Bmd9WA$&Nir4!tr`?i)M!9q2aGw(Ywgv=+rCL*(TkNU5N0 zubC?m^pB+26oQ;a=8L<+8+fr@4uwyF_X-7%htky(+U5s}+Hq%10P+J6)^(K&XHA6u zTSE~SV_jLFiO>QS3pgl2ejxwNWYJw*S8+aou-C$#;D||imsAF~d7V~K8&gwdQBh@W ze|xDo+o~8QWQn^(0beGG7GnH2OoKG;sd)H-?0BAV8hr{?*!fH!iFi+}g3XeWgQ63E zwYRrQ9IT>2ywk+>>o>tL$I`3q0e2Y>91$Mij=T3c`uNA^U<{c$S(lo+Iux?;#DTBv z8u+oj9z;_O;KV3ETAFkAUA5nNaiVV+-C&~&tr0&cRMB7wHzvz4HhYk?5z?7w%Nmk@ zP#6zf-Pt@Df3juD0$p8hB1pkbm+3pkv-|XkIQ=jM6B_k-2Un&NcAoX4+~+2Q)@*H& z$!Np}`6E7aHTCfi-Mh5-E4(|uiBtwyT#jV(pfe zxavz01;I%(>&>oOMvAzz^~N5>J&KEd!siN*e?W_s4VC^eIq9tsoBz)<%71QYi8i5s zciX*X*IBkSs~(~%_kjK$_JZb6)$_#^qhX!xcyN0+LsF?&Smesp8ek*LmnMJAwp{g1 zH-61bOgAIqV8Mi=6}*#Ws@WUx2xt{HjCBGC<8FFJN?u)uRWFYX5mHAF&vSZj?qtaz zx0=gm7Jizmk^q1VIMN2zbCCp2={+Oc-5*Jxh!dA^FI0FPNxs(r1~QA^UU}dEN9|Vn z3e=gwiS!L2dL^ZOK0a-I-W*{_BnID5DU+WeZkS-s44`|luL~9FwI3l84bEx6iCRoh zA1XLAqd48S*zEJ92Vl=-FDA{}@<_-&^GsajeT5#7HEk_t2-z)9ulG z-%p#oG2L=>INyQ`$fFrKHG2A7?qad>%xt%cp>-5Z#Wd_nBNEH%8?(2!*C*>{j*BXC zCtPI?5e^9pErT(;bKyTLy>F0*vmP%7odZS7f&ahl{AA_|Q#f}H>>au!c2lkvt()Vw zl(?#~b0cJ9wWW@yYjWZ~`rJOK=b#LChzomHTOUy9WL%S1+32b2+#Ow%x$_7mFuhgt zemVuhB*&o@BOs4oaTx8P0+2#AEoCb`Rw6#;FD_9GPD?3TsV|Nl#^QkCJ{V)r#T?e2 z!4=3XLKTPJk+>u?%0JR#EKsJOS{PmR<5=O*0gZ&f1ED)`m2v46D9VZOMr)Lnq_CPc zn1wr%_sBt%ypPY8_TSsfxFN(Z{W>FpXm{BCw>!;a1og9rf@|&r zNW-XOkx`Lf)P0+HjN$_F?Chj>1})M|jB|GFBu*xOKFbZ7ro2qCDN;Z!ReguuMuCM{ zxsASef2VChELtgP;V({e-m)}JT=Lxg7Z@p-pGXC=NTpR;{AIETGS#+$S9@GnpFhY0 zdfjT#60vFNyxR|)!|Nlg4f&f~w>4|2nh<(x3C3m*uY1gc9kY9OCV|U;l|j%emdr88 z4fB^We^D9Vmq}G$Bl_)SPIdlVcF772^z=t2gr$RB3x|C*Maw#4Qus?Dp^j{d;8#wi zXLv|TWadQ=pRJ$q;Q1rggtId?%>I@yZBBdsz1ch;2kl7oCjOLAV7+|}0Ci2IIBn55d;EHNpG!*)??eYZQm6Y15PiLX|(a+BC=G0QHSEs-C)bu4^t?jMa1Uq0UE|&ZD zKl)m~Ty@j*Xqb#IofPjqv$A}LxE);3DeA5J6RN;&N!O7W(?-6?=?c-1F!i;lDRkyv7KltG8+cE`Bo2 z;d9o|=Fl%4dpV$LdwWXDjdguDD@hDwuHt5#smb^mQyWNMK7w>W`02wdxo1Yr01zzg zIWvG{Tn5fZ3WGACAJ??JVL6DPZ>S|*?+TbI5`odHyIAVP=yXNeY3s11Dyn6tms*O} z{?T1QR^&lp=DM~AUmTDz1ep|StPy>PM+w=~Dx12&Ql;gBS+W8cb9s&jm9c zO}E*6uV@Pzp1(YpeFcb<(a!_u2_X0KTZ!2>m(0kP-jThF<@M0lE%K3qKBh*XXFR(> zJ_s7=9^Y}pr{OET2}~XXo~|g9!OvDE$TEBN+}|7ME?x^7T#-!dkI~o7<3?k)mRnQT z&9g^i{_>=|8cq+S|CEKMj%*y4f=cb>T5(Ru&f|7Rq{E%nvPAdvFf^#ZzE8>;@+qo* z7V^HT)JZyRv!hti;168@OX73W0U-yeGNy_AN}e*Vx;liB(HFyJM-P?P5A|H<%C%w$ zhx1dF)#41P1VpS$CnqBdbyOWDtz!jMbj7pn#Tgarutgp)kkw*~`#P;44-G}j&*7AR zLTn7UN>$x1fWfRIaiXy$M>BqE1Wu@1HBt1;4LN)9r`*rNX&h84!K5UP>M38AAjvk8 zbk~2JR57}8WRg49yoC<=PjuOPap<_zi{`^?41Ua5G|<$OR(^0s z%eh55XC9rl7jl;B==vO{Px0-~M&IM`1>#jV9g*$(iewI#&ZR?ERa@i=kx~0W?h7k> zy^3xnPqebg3x%S?_NP{sPWt^Xf9AhW^F%bbWp*pG2&AiV08V37Kr2_sZ%}NAQY-)m zeVOWD`_QYgTxE< z2FRbrLftv@U1#YJw9tFdt)uqpnZEJJbL+4>T9>|=?g8T|WUb{S;3Qz}so1j{@yhMF z0k{0m=y_S;=^$VJtQplnOS8*f=N>6pvKVmLZ?6^0L2P|g`yMEPAAt^}Z(~v(!xQaG z!6jKipxgUK7c5w^w?9%jru2w-aiyD$?95xryQrf&H)7mrp5w-&b(Gq{=$st?W%Id| z!(Y6^5Dfbyf~CJw{8YO_Pl%eWHs%S!UpYWO9Si0j*z&2`wQ!V@%UowiFBh^d-M@t> zeLI+GQA1b%3>_l+&G1(dr02r4GZOP-U?J(_?C7vZ5Cxy`Br`Yw#0rh9+Opn_WN8t3 z`aXW(-x0FYy@b&9)9B2`SpWFw94pM8Fq;K`gNG3`5cl8($4Lr0aI9KtI^Ek;2NUu8 z?7Xp1H5$N1Ge6+RM05ytPId~uPM34h6>>7_5sWMW7gDYJWgO#_0+cMV#<9jJ=_wSk z;5Q|GZd@qR=U_(@H_qho?mV~o+r_)A10YULd=7Y>-`t#-B{RR3mei>^j~)k{FD?Cv zu>hNu7wBINw5vWr(Y04x!tmYDjJhbAw_Vtz&7VCyTE59cubAoEy52kp{+(L3E3Zcy zmgqsi?Lp;IzPJ}y2f8vF}24-yUYWEb8&%1`oLUDXqTK{HTvRH__*?|LWevN=H~zXoA4 z)z<_OocPyi+nhxs>$>#wu#fx@B?l&lEQWeA^8DEF*WaI*qdmp2MrV;zGca`SnT#rYsB5B_V=Tc^v{Lh98jKgkvu~M`$7qfuCOuHT`W##jIkUL!EOu}8dAnzv zNG?&I-A?w^wV8WgD=mPu)_@E)_L~Ux#6UZBRz?vTiHYLP zy>Fn2&%ZhTUEIMbw~3u&#cNsd-!q%q%@lgx`RS6h2;sITdmK%{$O#g>@MY@OQt!@? zmG>x~LhpSf4I|j7{y=+Q1V8n`@$wz(ftb#%lLm*w5M+ z5_AY#_*gZN-RLFtn$rKWp9Wq*l(&auY-kRw@>uY=?Zf#HAwQoL^sN)FC~C<&+$g4s zN9)g&&i+^S!73U39v<+l3Sz8G{Yb=#t` zzwDk1!8Z8_ZsNN#H}&ur?7H?JPWDdr?s>zh2;O@r^u)MA07LzI3)$e|uIvpo)z#R* z;3*W_i8iVGlWoW3>vZ4HjF;$a5l$JUb{mm7^&?WXxQY)P!nI?FVzl2HO4N?*{VH)e zc5&lQq?OWt^ZTp6=1MOMum%Jz@GYlHHp>8MOp>mVwmzA4Zh$2h==<@5O?d3;sNdSNCIac)WuJHXhE+n z2uUO#^bA)~ReAoQS!K)t?UQH|I=m@?tDF$iDB?M(u2PsWzaVZ2^Dim_;>g}eM=+V5 z*2co^Hn^pg)IJg=>vW~d)hhEO6FnVcNe;$>*+flt5YkPND|obDO~00OGbRUGS*AYF z25aDsl{x=WW@nctd;6ZQ4itoqu3|1az*o7kakCTSz8tiG8Cw~?PiiH<&LLjrsr@JD z_VRqFcnaG_q=SMVQ=q9+TgCE1w{i*4e4{x|?{F}=>P-|{7ge9$t{5d8= z{(8HRQL<%PQZ8GbHwkhsLCwg0JYn{#*i%UBMX{%a6=E(tAbEp!G<$gWjJ3hK+K&<=`b1`e zuRN78!|6%hWIADE(r3LUR-(_nKMb*cVQthy;CR>~R|_UniMF+e3iv_{V>5dM*#(k< zv8oFk`VhT5(z^x!82bPoKIhf(VEc`%ru30TTbO`#Y%(?nFo3;%t+^ZoJDD%MJ+a9B zdoyP4=aAj4#8>wb)G{h$4pYd>QTpgxYFpZX7bcYhD|AGKVZu3a^5(^Uxl zWs#I*WqP)-pDkAI>9r7vrsTGq0A*<$3=+O!Tho%5(l?z2e&W((06$u1M`C( zifY4xde$2}d1a^YLax+2L2E$`ah4S0Sc*x(8dE{ZK#2?}T*Ba`ItX^j$3TWInWqrA z4uGE4?TKXjMfR9mJ+~7fRSD-;cAWQbj@JUJZ)U{W4oeaiFWPVS8!b@t3v+WEPIQ%q zYBi_96o*~n04uLYP#rB9vo z-`>XSw4Y{-3Ok;fb8WV!Cfuh~G|Frdd&r9)&;Nl@iv8RX|2X&f((xJ+79WqNpbg53 zQ_-0ja8Jlq8xESU6b2k-EzsU8St$3V&T4wE5QhNs9>E8>)Q+E@LMgmSBRjd1Nq(*b zA||WfOiv0@RPRoMLqxi~n0N85~%f1>aUSYiL0qJK@9EA_;UQZba zSN7@orsjGJEb0)n>fokW9iTojnm0buK09)z{^N?>k{SYriWJdmkjL&s&gS2;RrKXh z#cs4lOM%p5g(U2W3|13n>R{9p9v!wogy3;eV)dVIC3Za0s@&N+F+wVjjdvSuL83Gj z7?@wIx1nw4dk%C>Jjqia6?#f%{df_s1C*N9{LW#j(cZ%Sou`)t4&avT)j`jvZ0j7_6BsM9F z@8Z82CDvw`+Q5X{7FwyFEi&;pGPqgNqOY~&m7R=b!LS}M~^B2Ol=0`jaW1WRkM|S}U4=C-EX1ufJ`2LQZbyNRO)tMYyHZ&JX zhUxR`K8cjP#DuPOh||YIkGmEmMe<|qzZQi@-cLnKeG=tJ_H!lE`d4(J-M*rb;yb>F z1*tizpoY^&^d3fQZ1Ih%l#VV88G4i;dsU{nC?2G^4+t1KU%!@ec75EG_r-d1N16a+ z)=(wlzUL{2Jye?jas8BC6*nGrAj5%D$~Nm)`S$CTi>5g!J=NFN-f06u|1FgB8j8-q ze)(oR#$?C9M!N@rLeM&_yTiIEb@P33kh~NPDZ2Rqp11xSpIawSUG8(dax1BbVAMTH zx{VGZe1C-EN+v@(|HX5Anz`PzwvXwRz^cI~7uBl9Q4K5oZt_$atk!C;USo7z`J6{H z<-VU=@sIWDQ7HH<_E>k|Lrelrc+uuhczVyVeOK+b5{{yr!c+tWC{#EJnwZdWj!(;! z@ezC7F4l+qtnr;YrKWP2)+{M0{Su!7TsR>5$}Ufiox*#SM>UDtireZzUXc5;iy!yX z@o&GMIX?iz%7@kU0GZ2n`>%LYr&Nl=376t6^J@|aHd^GLhO~(RLS%1LZ5Q8%G{drw zuWL-di2 zIhwb>nooId1l2X7{mzYlC+pGTr@_64;YF_%R?lqpAVv;-`ORvJ7CR4eAKcx%?3X>e zf9GDe-%`cvlKk$&hA@0!{$MBf`ptrs0m>{zuNl6+hZU)SG5`d9|4|i#q3;_6J0WN^9|udD-0%|qHhRh;sI6y$7F$l?LJ9F?#R>?V zDW>>6T=9Bp?H1?X5a@fYfM>(;8#>#Og^ecC6awH#5ut(7ctk@=$MJICFT-qW9Es%i z_44!f?$LzDI-mm_a7h6r*Dv+=1M+rbK12Zf%+jHxn*_;m_1p-r z34fFpgR5|ech@NPrG)-XNP}FCoY|}q_}Y_B2`S(=3e~UJ`iDsdcwr%yXuURE@z5Y& z;1WVY-d%#n=(BHIvrAw~$2%~2a~z_Jv2L#CzBmpOAXKW7((KTrMN9%_{JBc1&Yu?| zJW~3#q*M<3!N<64=0>ij$5XDuZr~1cr(7Xb_`B_Xv;8iH`eFQ9#|&A5*k0jTVL81{D4p57w>rxaHFaW?ogD)-9+< zK&|2HQLszAx)@>-dDkpfWjn8J#TQJ$@hiuK`zZ2P-y z2SSN7CF;A(DkRu9-pFqfhQV~~c`+b*loGACl%Zuvy+L=6EzDjDdB#KnO=ie*+}MZt z&EvsWYJ)Stp_=&A1uYr@Kf@0_wKI4?#!^ZMSr0?D(vvV7I5p3*c2M&3HA=6W_m0D)BLzW96`Td$fL1zeg&(|gy=Ie% z*WXEzfMCAy3bNxy~8HI+0@G^gIu;MIIVGgxtb+~pJ6=JFyoP#g8S;4ccQ2nP(?I1aT84B6s=-U7KyGB zMsSJY&!C6m&?Ijf7AH9XW}^XrZCHA-*8XDmzO*s;a}_weE{GYq-sm7?#f*}zlG}FE zV&S?%YN1xk_^?^tsQ7x_=EX}D0MaYTbWERam%Rq@MaCv3cgs9#H9iDQZbz9aI==56 zEir1x==It(F~etchWg+adrM@SFc6zNb;k0b(&M}&^rkx>`RAVbCtM2jp0MZ;VRZOg z=DDhmo>`kIfdiwesq*Av&&c^l8~w7_Qt*Q3crD$a6vX9{d_9cr2cw10)LO`M*+`e+ z7&ZtHa*qoe*)MZ!ptspOdB`=3@aStS%>v?mOXji-k?xwCYw~iSKE5A`4Fe|gU76o#9-dbxP%Y$*mEZCT1R?%=F;k;vxVxinyCKp)vx<8WY#!8Y%Ch; zt?XT&;03*Nf3oBydAVQeD&J8RW@t%BPey>=(_6RuU`@j%;1Cz}WI2oZY(S;2M+LW! zg6C>=E#X@Kk|$PBvE=%FJ?PZs? z8^;~xFfg$_;|VMw>{N@qBOWl#T51|L`fUyR_iyaBuSa z<6a?#B>PWwBDc-7*Bv}-qd~hbxBLtxz51*dl`=3oVPDW7bsR^+!stLwojo(8T3@*3#S>U!=* z-iccJnwogx*qnL9LG(`7qHIK zowEkah`I5+7&POrux9Y@HcHSeU`&ied~r2zzSrQ8Tu45}^6$qD1Tzw&Kg_>#abY@2 zv`(6{s)BBQ^a1(GXal>pP;>04G~Z)O9nHinvZYPE1s8a5x{~i(N#?D`(l)f@UI>O{ zJ*%pR3va5JY@#PD-ixo{LM`vXW2QD)M1^U>UVv-Qptoq*29JDhh@<V!^minrrcX2cbX1zIqalB@?7C(IZ9#;j8ZO09ta8Y> zmtC2k2>GXx7@f63_j}YMv1oSh+B}#K(5r%Y>+Tn3?OG-j@g0~#GXGhHR8^DwVtR?tp2|Z6^b4rZ=PTNE(EG=c0Y43 zMalxWHsWQ2b@YXSJ>LR)h(RV@+kD$EhAp|w8D1Zvm9>Gmha|Zkw}sb<=$hxPBrb1l;A?LQm<8EpB=wUJvomsPpW)7)iV?hCBpKb4BG*?3F%x7Xe0N~aw zsICfG&`5_Vy_Vp$S=ncQs&zrxA}ROys6#4lcO~Zufdl*;KdzIxE>Wpq++Ql>;+ci_ zmN0^%8(W+bZ=^$cS@NS>A1pIxXk#K;g*^yZGX%wJ!Gz&+1VrYi>?`72#(Q6%O;)@5 z3*DoTOG%)B$it)jB>a7+Bk66)>j>B0oyI=L3%^#Hy_@d(PGV(7dzJ_z5+iwQD1Kw! z#oKHouiaXx!h|XEshdG)vm;C;!;x^5UvG3^tG31d7l34i6Ic_fursB+=)$(cyQDmy zjYi|^s-s>S^&FUE-@YLwm<_V(ZQXlD2LXW<%0XAau>g9{-xrVWk_0I1fpouD?GbTS zytbA9Xw7rcVwMS`Zbm@P5j&$Ly(G9UuB4+=^awKdSV%#(0VpsgGd%1IhKsF*LB7dP ztGbse>%I@;v4+2@i%9$U+T4zVSc>4bv@q~W_>8fK?=M&v(pSYy8_5rz;g9v2f9vn8 zj@c&lv6fYWdfomU?dv%Fiuvn=cT+5Jw(a- z4R)7H>tlBJaDp{#H2RfT!=@7Zn!QM7tn2={ySKz?aQ35a>!%&Vms!f1fwh!`nI#Rx zTowjcB(rZl4IGG7e7c9WYX6V#6W25F>Aq9H7Af@P-jz}&K=6haLX#zeZ=+wF`NE7W zQ>Lt`t*!}3>}5q>n3H*7YQJW@N5ij}&h)@Wu1+`&%8c0`a=n%JQdlA*o`sP*^mBdg z3s&WHE8crz4jsKH8>MSQGSc_dDsvu!)%BMte6`mXKU5aX_j_M6Y5(-C4?|O;|E=Z5 zK;5A?OS>5do(W^SNB5CP*>;k#@8r)Epcpa?6;msMCEk5S?+6|hsymaB^V%F3=Q3K7 z`yP>%Rr{KBs7NAc!pYl*`ISYB`h#w7hH!vbm}i>>5r$^}$Zwh@F1>_#dD7 z{9OW+i3!_Z1F)-rj`u3D1BfBkr0kDm2oIm%%AbO`lw=dW$f`7JUT>Q`TgQ0M9ycZW zttxpnzWRw(0S|f)B`j#{VuVMCSO<|ARG7Ry?tF4 z-ox--!uQJy%3M$52)4tG>$>zK)Xl7VKKBS74|e7t@{*fnOPz=zN=Y_V2f#bZD~o+$AaEv5o6K#(6kJ)V5suZa); z^Fx9v4tS~oJs5wY`vr&@F*Do0eu%y*A0M-zKghb0aCr0c{}{`;#bnDA;K{II#B!|v zh3*0At~$=l`;A$+m;JPrzcCmVVwyesJqIC%L8g1zXIcN*Q;|pd zD+g1l;L9CxMKu*%X<51-gBa&G!lWUq$bAiVORi`=*E z#gQzLqAf%^s|<-30!n~lUlm5TO+kr^Xt^_Zh^@JsaS(~tIxhh>JyB8fCSRTUCSOWU z-9-7=b7pp%bcP`Ud0cp^-@Oj#j5k;D?{NMJ=J&D>pHj$vZ^LO9Z7O}KSoNva=qRw< z^KeT}O^@A0Iye8BLkdM>W#`gjcd?757}!ha=m96jLa??qurhcmnw1@O)alD-K|Txl z9-KDnXr6*ke!!TrDPqH%u|r2itzqvKAYGmXj+HH907m@LAZ{@4l$20DKDMYT<%M!r ztUxq@5;~Fw%`gSzGdW?}s11Gvm~^Wu(~0Yb(zlYeuG_P`nG;Zq1JBkCSft&Tomci+ zWAQJn`GE%F)aN$vVv?3_HsoS9huOv5yp;l;vHxa0nyI$&{Q?};*Et$ZuJ0PCt_z*< zf!V4l;>Ki}}dso2Hhm>{Z3{VQ42G;z4860gU?&la4j9&|*$_@2D7Nvt*O z&fvW)o3cm!yeQ?BxsdMYtHP5C2mrbfqUJ&xzcPcC0&qFDuvPlNnCvOSJYy?u$Q(17 z%Xh*BK{$;S!u?A-FsK6o?NTEQSUi*4Ef*5bsWnuM&8%K#;rKoEAR81s@8Oksr)|BV z^Y@Rqw4_Q&Z^^sQatfodD6?gvk&vsS{%fph@C_wCF78$3NSP$sPI{5lR$#?xAKtB2U?e8(zx{R_s17 zh(*d2HkocOhSZX|U#81A*zb>pocaP6subE1#cv2uHQ@s<-b84^Y$X;fk<}i|24a!~uq;iUzP6?erYN%6&KWK(wy0@hi*r zAYoC_y4u>-+5?I_-Bf;vhg`Z%JhV_vj5|iF51@@fpu3RzS8kfCJq!~d0(S+56i|>W z82{4Ve6pCk5ByKoR23U$K(>_W|EPP1B_lwSN1_pV0IFpQKFgNJs5mrt4D43{6L<>b#{T6d-MZx&R9aFfvPW` zL>NHad>^#m6nDlk;(plBFd$)XxB|q=w)tGp7V;$!0su^4Eizx0p^RLtmexb5@@8?T1}WRm#Pf+>gyPv18vVe4;dfC zBnc>}KQvH#6#lix-mQmlJ68J*%g`5P9#f&YQj(GnMF`rPOljGD6z_lJ(V0qFef1AsxDBJzJiLK8 zOURKCO9GJZsb9#@D}a52bd<0~ z&5Y62LHWO2&I7=VO9*ueQaisWM=3`=iK?{TO=B03l*}#p{=H4~xeeVg&W+ZGK^P663hYIooQw9LJ30SKP{!KKrwl1ni@GT*m{`{NX z6su8r(m?^mQhZHinSuOCS*xa^rpSX}cbKf^p<)OpOeJ&kU-@(6AR!^~-OVNDz4OpF zMe^BLor-dI>(Y!@fpR(#?6pv!7nsP1eWgf$G5V!Y)k`bsX@~fBiU1Mz z$MTj_E|`Iv2HSr8TXsa2&P9`w?V+c(DV3Wq}%OisARjZ+|HWyw1J)_3M|%*O`wx1-qyam%njk zB0^NmbEx9aWCXw&fMKw8g7a?l66@TT|?xvL=$m=5M(=eAt&GISZB6}_x$91As0l`H$^JdEA zy#}22P~oiiQ6gI?2owOB58c?F{YMd!I;SXJU0gVSi!Xwqw- zP{Mh=As;rh_ThR9ZS$i3`8J`K#4;_{hn3e>n#k%RP0!SK^bXGfqNZ3Q!c?qmb$kRw zdbGX%oTL*phIg|zbFiT+4VYWNQhf6^!1Moa#2H`z%sx&UwLK3Xy{=48J87cXb2Nz9E|0rEe6l+z>K~5ZnMIHh9UvM| z`|;a`q_@tjsTUa04Le@#nD`t4r2JH-HYF(-pE-Mz7=5CD3n9Hj(d7Nz?6|c?d`&VoOHA zBX6MaOXMJI1qvVy@*8&(g-ZrC#$GN~Yg5_mNsf$7ue|_s!2qV}gO&e|i8y`Jkc9#O zGSy?!Kt5X?@rs%A*eGy=-9##Q5vctaQ!BNv%qe(-sP?k5-6d;L0bY*#IE^HLf`U+FOf3G<7%?LkB^(%5z|Ly9 zLt-p$PG)L)3qvs*+u7ms?*szG+}hd;;OK5xyo59Xw#e3%!LKTg`RvTD!7(qx%bc^D zD?ULPzG14&hb(TI5TiQ!0}jC~5-4D-`H?3CzRmTjQRxGG_v_XAG#J0*=D6SFE11Tq z8DN-o**8SOLJt$UTgQ}7~BU2k^q=98W;cuEIcShmc_Ev;_@lvzFoloHB5+Z zZymh=oVkMD*aBTGz_Jo_lLd|k!(Oz(l9E(_RDQ9z>kk5UdbDy1r~S_D4Qq79FLEGu z53aZm!@18MDA+P6%9-T9GHc%_@~{2pIgMt|YBx>Pc$JeyJm0CJ8x1YW<6 zh>D;34}xmHOymw+)WJTCOXpzi6<#ps6>ch2c5Zp_u08rRVqo;J8>12-sIv_pnaT-O zTEKF{8By#_Sl}T&5x4k;##r!(5oR$h4NqZ{2IIlmE)$H6t}H^o_mXnd0j+M0zY-mR zN4>u`BlouHCN954mXGvs-ga-JM+#(-@;joTGiFG50TEE7^=aX1qxSCCtMhT?8DQrM zydE-LfOY#4a{}m+Q@LN`dlfp(($J2KmG}PxLc8l%@Z-0kTJ^oB{yTFSfYc1cthd!C zuiHaa9v-DMh)GMk)}{0(*=5-^uIWWkh(Jy@!MM5RA8lzJlo1r_TD=%r<3JEmujwig zLR`>t^bpZt21hpv5fY-lN-jqTjx3-8{|4Tf|6PCcQvoJ#3p{CaeZeIOO46+@;~fFh}dW$e+cf{{?78#pv+lmH)Xn%Yd@G~7H%9CclM9*oY zhO2<6C-{+($cTnA5c*J1rOdEeaAZIz93j}a-ee{q&=}CKrB}rslIxXAa%876BO4@| z%o5eywi9i9Mv^Bkcop+GBPLpO%R}wjgZWq@fmP%JF^mziK}opfGG(Jl(mabH^0iw_ ziFF5UwaIo*VBTfBb;Zv2(Borz)eC|1l8Dba&F>5Gp(%9P3FbJ3Qs|`O*xf%c**jqF z6OYgQO*uZ6;v0fRn18WNXqF*mj zp&_`vsG7XT?L{??CV(=*^}%)ojPpaIT9}R?wUlNys4V@b1gxeX#N4Kl?HLz|PheSM zIH9IFTSn916dXatt|!HaCk{UxgolX^{;tN7W);mx=kN^31K&-tP2>eoUq4YQ=D$=B z)`)R)zw?@)U5ZOnkR!{-bd;K{BTT#4Qh%F1lPOXDzz}d5t0pbxye;?hs{vE5-*KqA zvasM!6`N&0kaX07tJHEeUZhd3UYngUn`F@mUd45N6_!M{$ zZk#wHHE6Ej5)lQCa8zI?1P^TvXMUgw$v?YD6*Y+i2*R1zi6FqoEKsitl9JFYEZa!c?v}K7^v3U=A0ThI z(Z79vRbK+(+yi`SoUi^ zfc?Yi)#B@IvAPkCj2zB5>GA^2QfDWJ-XW@tICM99G_wWYd$aoz=%xCm5;M*#s@|<9ZaiWrncN9jl>cS9+ zJd2By-gxf4z}TU1_>Z)m*WS(Vwc!5zFTj1%ba&nvoB5!V7$GsAVe9lR5Tlon^|=?t z6IsBiJhJCw-q@D>_9;Fp$oOD~#K7iMyBhaRA|6OQxDX!)h00?WgXWV`pfd=B6hq65 zrkPR#F)zGMYs?liTX;EI`Vb)U5Gy999Q$+jU>E{HOLJcLyOr(=J+q0#`5X^(nSG>e z9)R8vZH=~U4qR;l*xwfje^W+j%9VqmhlSnl*s=>UCK*s&PFJ5A7y^d3fT|;5DIw-+ zgE}7=K7@891{#C9Uxc|wJrnT#t@xlzoK;p@278Hj!5(I$vm8FJ;F_0FkCv=oyQFeW zx+qiLhAsRWmx{Bn-#saV*hTrP(^Ij=?Ls!?%W_xq&a+s3Nt61Vc4nE$XyakvXXbx> zZ{9ht#|(-DWEmmd`q@l)%Aa#18mW3z&dGsH$H@=o7NZ6>d%h!Uji2O?m@n9Osy5G{ zXue}PZLgX+V(bWEou*IW7Z8nV-t6uO%<UEX4O6twE$YqwR^Hm|L2aq$!78fXR{ou0;Z3k9DXnSSHU)L?G3JqjB- z>mt_QQYz4H$(V>yoM78iNai9ISJ9N#Od);Xi)2bjA~r@WKwEZnT{ zFT7?Ea;qrnhmKl&tWxlfBx`cgNm-So^w?9}sopeg?YX=(#T$^9=HR;hqicx$D;v&1 zbi&5Ed;aHLu6yOzo7ZQDR{#?J^>8BgkCNi$UTnG9$Hyg!vBFHyHgJ4n);818$3bNG z#LfMUi5})t(mC`kI;!_54i44yjDXui3+$q|LZC&kX0<6FJ2*#O+GPoHD~NmMoM4=- zLM?_8iincBp>JG!1vgn8*8Pzj)Zkg4pz~x)=c>b>p(wujY)VB;#h8Vw&@ae)<*@uZ ztcc|&AIr11JHcXUAuA)JlqZY|QeFOUso)_V_N)Jvo{^rwJu^^(g_F&i_mV{x&X^L;1BGkqct5LS)#vri1OM?TKK}~mg)@8dX99+ zVV|&$wt^96LQ`16gjUcG&G&P)|4Au{or8c?Kyj`0a9qDmb{`sWJ49Qqpy%Lwd~WnG zv-T*u1d*A>1u?et7hqPham@eV!K6mlMnZ@cAWwjRJ zB|hnzpstG*F)koS6TP3MLCSUI3XP~LnHUPpj5I_9l5w>e zGUc?%k2NeOWw^;n=mQr_-SZ;|InaACd3fP5ww-|I+ZRB*ZMk0msQHoh_2e}EWiPK% zMDeqPwOMx>QzKi(V%yL+nNy7~9K$VsA7wLrktLK{y6rqF8ZM7L750i3J2gHMXoYWZ zi-_bZl_uLZRh)kn{~0A;#w=MimP?nX=+|&FPg>f0asjTU-Mh-1M?q`@tt3$XA~TMMPmFna9-~dN}bpeTd8r_kWkjrsONjxECEAJz~zO23)3w z;G_OXJirDSPt5UkqVfo*Mt_=3iRH_LIYHXnw+dd;1r-wb(yH$&R4P>DnGB%I5GRAh zO9mO5?M|8yA5TwD4m~o#8U<~)(D`g9R(G+k-V=lttwZ<7WLd|EG1KV=uvEm5hJ1M` zSpLWH*%Vv>sX3VJsFOR4=^Y55j9Xnn6|k3ZN- z0=c64ouH6USM|9PM;EzZkv5(h#-u{*l@rO<1=1lSNlP6#!tgJlQ=r2GVmMC95 zr>(9qgailGm=-3YOS(qSL7>97gFYrWKnMv*0zbz2xMs<9tPW>_7s?8)YYAR8Hpnhj zE@~9m-UqsVyJMrY9JZ4}lrJaH(iL2=2M%SBY=CBTxjbKdY#o|_St0DWIPlPP-*XlOVLL^RY=yS_6Sp+tY#k0Y1z`?pZ(D_} z_N79)p?q4CSdna%YMkR`Cky=3==#Ic+3SFo>PhpZtpDvAq}tYoRs)sO&N_WC zwWlpFC7J!?ro}nJW|XFdp=SZ_R7H!}nODpozABExYJKkz@Q3z)@@!=9^4}weK^Qg5 z3UMUh%zN~59?Rm#JCVl=Hn1H<9#B}sZrJ$Xhrt$y8uN47T*Eu0j>mhwjBqo*Ib5S* zoy60ABm7%qyThoO5fzEr6408*s%NYh37^R-XM1n^LpzO|IAb6D-kZN|4zOA`zm^K4 z9K#%gv2SV71J2{%)?$qUOdIu5hj8qf`RUezw#$1w+QM*7!Ld%;U)9xT+at+a$@R!c zkOA%iu52f%^@Dg5Ad&<@4Ew0 z+nxLm@$z4eN%u;4&wRH3P5S#!8elcumgx$IoN&4;;MGd9tf&lieUgv)h4*#!Gg0U0 zZ%jy!q^+TU+q$$s^|d+(34=Yw}poW`Dfi&YH{;r#NBxc4uHG7~23} z9$%j9Ux`$K#)843E2L5nD#{@eV0yO$s4nE1uQ$?V^~_u@Kl?yD;prk6xm7KGa(?l# zgI2%q-3hMjuCwcFu*+sb)6@)o7<;?T%2~}KclzNnZ&R}6L)Odf%NN zr-B;Cf{qS9eEmy6)6v{KgzJ~tDl1ipN~oHq%w~6CiVBT9N2f4m4^5LRH#!AYA4En1 zUsJKH7O|k>!zy;dha=I-wD6)L;paCyz2PX2CK2d?D$;LQWP}#LJRRB>^k);7C?b&^7yKg^c51)=_R=Dooxl7_OOm` z792hojeLM8-^1f$kT5qKfHTz1G}<#Q17!#30pW2bxk zvVC=~vufoiA5ycN5q_2_dESaL@Wfcw4Jf}1P5SxWU9EJIuD^a5LOS*OZPu~tiV`mV zb#oz>&dDxhnYy7`!4y?@2q8xZeR~)Od%&E1J5cV>d-P+6u$Vs$MSL}UZaW~Z1#IqA zQ;6BKeFbA-eY6^nxgf275%0BL)ALc31j22Ihqyk+f=n#WK-S7?A-^0j%HKUtt%Kc{ z9ucyvrt^jvo&glX{9{ng#b+^%lycc`FP?U9$IjdI_zNNsri`F9&uc=r)n}*8{2dA7 z>6ZghCd(iyZnZ;q#Aw+~1P}#oUS#W!b0GU}45$x>~e3tV=Cd5z$-}e3!eTn@$o&ORmrawmD z;QwSq{;~|DQq? z26UtGW}}-FFFs{4OqN;!wGM2j=~ByP6zh z*-l*zM&KC4?pH|}2hRc-V{Ewo{?Aj~b3>+oF>n0|;ox*=sIuVC`5BoV5i77+l=x0t zE(gQ?Rim4}S*ndjb0z*24nDEPf>1V_8TshBc>A~LmuuRDWx$Iwsp^}IeS^M#*SoWt zOjcV|x$`3VJ^5;74o5Pvq~;S)R~T3OCX}*^7M}2nZ}-Y-G24%n`c6#{ngzr_*1)CG__8{u&G6 z26jzIgR31pRfyUqu03G`J_DX2s~rN+U5@yo?v=H-lK`znafUXGR}>D;Y2zhcTz&uK zC+>S0{5w{Gx+(4zCX(fy17*7Wq)wIu#*Pje4^&YxGoQuqfVti!cOYO{%$B!|aN&5$ z*7$)xCN{A*7d5rjgPmGbst#L)-l|zF0g+Cg0)PGIwon{D4Yj%B-mb`VHc)8PMklLY z@8=qdh=>3zhT^k!3*DPt3|oZl70MfI`q`JXNKnC7@`PZP;(uI;N2aBY(5RcjclHy^ zTLMp*e-Zum@~Js#o$*~Fz!RbCR+;mB7+b{X(5LT_-s2kUb;Hf^A82=Z{aa)3L0)gmQ5sh)q4^hQ{AgoD<50kavtI8v z>)fedP8`OB2JPn(ythdCQOh)C_c;*6K7sS2^n=&lc$?2cgOR-DAe)lZ#$8?FVC8Bw?V&MK!`DX9x)wHUuw1Wd3=-t0s@#*b@M2d-5u2DhywW=ex)!=)fN7M42qjT zyWls*|3H(HHgyp*!AtNhX5%kzjEWSroVp6m0_VDqWUjIa;_EzR>dJ4hDdVlDmf<21 zwFw+SEHW#LV2bv$^3I;{x`R2p|Ap#t1@k0_dcJJ7qp)wfyv?c$y>YwITcDmV zZ>-G&kKlL61PV)-v-#Y+EUg^AsPA#zqqMJ2^YHUGH#gr^rW+Z}POr?bF~?(-?+Jv2 zNPnYpp2^f-bpI1g(H+f4HeGidWq%m9lR<#WoB~fhdVit({6LvQp1rqLa*HQk_G;nysAe&R>Z6c_$yR~ph4eriwsWIV9|KoG52pA#iM}6cs~{u z0zqo+*dv&_vqehshv?#vh;`wk*CEhXb3}x~i(4rLmIRN(p_Fm#Yp?TpzN-6u4^JZhCTO#Wq$5o6zDEX!f z0drL(q#L&V8-3lGtZ4N*8xr-ojen83T}adB@=R{qu{UHw7f~tky_9Bc3J;&ZFm5Ie zyHM0}eMif7fuc_EmR~cX zP(=(4Ls*_%i5@K8e3VG~Y%iJuGe?1M0oPZQIq@ufWF;E834AYJmz$nEEb4NF=dj~& z<};r_1p?S&>_`xd61X(fe!rda&A?kj!uH8djvV>o|2~jEN4lnid4i=S!&SpKV)=TqqQ_(7D4inTQO4)NX*khLEngE z=9q7Is{kn!4Q4lMi-LelZ$*~|Taq}A%TS5(8jLBq_qTk)ExHuuy)jOGbrn2Y`}J&o zFK0$p_C~jVjUIQ`ZiUxcK56p&SbL9KM>CH}M$S4^M;c%=umCP=`q>ku^Fg#~RI=OC z03m~mMqik34d!$(m##IgorpBN+OZmHeCQVNxz?&@%V0yk;;k-D7T+*toiRg4I4n)v zUNN?@ITz|YCA<(D9pnhoyAw=Ma+Bj{$iW*7S~i9n>j3XeW1Vih4S=pw5nS=<@u9Qh zR;+j+xqgebxzLSV7VMY-0rffG`pI|w%By^eOx?GFs0CMldv!6C1nM7UKdfpF!V1Wn$eCD*Cp&I@nNvxKh$0dI z1nNT`;&NL+R8`luSvBFLg!?JSm4JS{BQ(QmgrCeadPnKDW93V!b(S`JD zxXrd!0ecVD;a60_oNmE+;3`P7?!e`o@9lT>WIma7v#`s5j`7_PKDDWX`rM53tGLu> zE`}aOo!@H3H;(}?urZ07-P`9CNwMopH|Pp3i#Q|pXQI;g?EUqp;{OQd&zqh?Qf0ho zkbXKNm%<6l$9`JE49^Z*>Bh!!ak2c+;%a2H&aAHT#yQ`2N4h9U!QBDRk`UOrhOZ#G zgDs56v#90UKnyqM^FnrortzpkE1UMv;kAY-Th^W0JA$!53UT2MsTdX6IIRY03dip198^wg*oPP+|UdVkpZ*awG(^s;eD zy#?(C1@>}^%%qd+!x3&&vC-@p6SG2!nKvTR#$9I%L;ATjiRO4Tmz%3DcRQez9k+oc z_y~55V z^Yv#*7dLwwj@pYgdhOt2trqlxx2L!w&A|>|ptYD?2>h{ssf|DMLcRl;;b;q;V<)>P z`Y%(GrEF?G!c%r;!&PHF9@MUv)4PZ;Y$K1utLvC3W_KUF6>q$6SuZhaAVr8HNSwrET z!sfIe*gBtB8m-5}U$5W#PhY7Q0T9z z$q+E^SVLT(4KZlN6{9VEmWU`8g%8M50cyDces>T_K80{v6hsfv&B@fi5o7{pyk_){ zN+@(uXpsvyGhaXJo>to1 z(>wjvoMV(2w8^0vr>p)hD`JS(LEGo3ll;tQa=bP}x12=%pe4dLAb;5J-$u{Cz`$QE zWsmpSP^d1-+$8+@{F%2Ip?q&7B6Q+)BBuED<`-M_s_*Qh|3UOK-FY^0}w};lqqqf}Wek z4&Wr=%lj;Pw1gm*OEo=be+MDrbPF9LDK!NhOuST@WdKHly!H5@HWl&)IC*NgvvUh+ zCD}K2UXxRuK`(0=B{9k@QrnM@I)xwX?&fC|mNysH>?5P+pb>{Yee5aWhtID&>V%!n zzUHGZvZ7Z90mtO9IoPf-7agndFCZu~i$c@l;m>fL6_!b+=zfPQ)I;S7s-9c;q-BMRxVl57*X_z-gDI$HNXY{MxclHTDwn?f$5-2^*f z&S7{tW9WKp0N#E6RU(pX4cS>mWr~SZIJVHiCK(oy^d0V53BlEbH1k&pbd392erI!} z`kN)|d)>t^9Zq)hh}+UNew9_`oC3na`ixp5CmxrlF*A%KmX=TV-1HcVYb2+r2H z#_-5=}x*4CDeJ#?CdqQ>vVYm*WqS#3BE!TgBxE1UxP=y z@ws-f$1l6x4gT4Hx`}U7A?tCcWzrnMtNAQi2%hQ3No?AMy2;ZrJ{fkzAZHdsL^*aRUZ~L`dacCA8_!t69wyL;K zoB$5emsL@9L^#Mwzgdg1N`6Xra(X7!iU+^{F@6oR6B#>?jQFDz=LAOIjE1H<{-H-? zbQ;%>ltD8aJ%!nzph~Q@mH@Zis9(xjP-idRHkusl+!NNtl-A;t94aZ*Os(Idaq#@f{iK zuvL`9A5!D_NudEig>W+O$REh*l0GWI2>YU4J?i8TWXl8d+fU(LZ!i!yASMUjK!pQ( zWrd)ShC)X?qVsEly(2uGe~Gx$(wd|sCcMt9tYJ^Rp$k>9dbeV@wucQ@YSvyh*3Rz% zj4JDAE()Z2WPWv3L|C{zhYe%30jm0o|IdA>^J6t-qE-#C)~zF+ z<<`_JL%gD*54XvhS;<*if%@$a8c_Q0Lo!Of+6)#SECaC$OK{J&)Q~b?S9^AOVdkBz z6mA32f^9mdF`fjX#rk9I|l=YQ1{#7}O zS{L<~gq^8h=(URRIRIQG#xXutnVW7CNCr@_<1S(uY*lcvla0f4C705W;zLx(1W3{h z%1L-u*};SS@u+=STVXD{@D*qPFChu6h>Q#oab1k{@c=Jy@AT4z`{oOKsqH@{)?Qu= z`)zawsh1iCJReKxDX7;q5}Q*7Q|5+!`n$4>ZAn;XB;@pvNBKAgrhF=oyRIl~MdE&= z@rE12lp|t@n!*D}GOZ;YAw2T^_*x}1>pmxsoVDBbj!bf?3fp5|TE-B`M&htyKY=#= zieMLr+i#vKDu`9@=#Oizd4~f&1E?ypRN1AQ>0zt99KDxnm8`8iYhrF_d%Xp5e!zc zJ2@d1tT{ra6n!^4C$E{Wr%ypiNoc(X*qlXSc8-mF(O^_A9!$F|?!>U|KqAxmh-D0U ze93=V<@11@pZoY9^9e4Ln_BSFiI;z0hOfbMiWngG${9w;uIZu74DCWS?fM47VyHrN zb-p@i#O_XfywdeQRzFFoC8IL;k->~8KA!6xNU!=uE}SSA@n>|qIQng}LrNM0bivN) z*D7q4v&=U-{IA~W3MLVSoTp9n;_Z%qg3IXd)C4Yxa@7eZ3&vWDmgs@?uMr-mk`9Y# z1`%VN&MuZf+G`fct7)rdc3uLxS*SWKfnZkjXMW3WbgpdBU}2rRxU{Go&J4{-O{3o% zQj)6qUuFhi;(&!9n-bfa|E!XHd4r{QoO6E2y{Hq7Sp)ZXt&1dFf$UFzKBYQnNtGRz zj5o{UBhG2ePx>V8w^hvSN_|{j@pW{3?DJT6Jp&`eoEPg`Q`e`+7spYGbv8F=e4(d3 zZ~q(ifuxUBKj+INTeaS76*Jl$S10_xlMYyQyJ!gmmgvjKq?>&NYTk+0lyF{dgrqR0 zF1p45IWjU_9*cK*@5ZWC1d6|rep{l%>0@6ebYbA<5X^FEvr_N)N~n{HeO96hoSx1= z$lB>ke!9_H`t>7$Whnz^GJ__|bk6Z#m^;~B;0u8`$;22^m$aVR!1o_(p6=+*(BJr( zV50eUL*0@Pn{xtCuU#%ST|)Gc9?FibLQY4(QU3$WJlfm&-e8>%jur)aCQK~K(*Ik}hDx9z`5zw2q(!oSR=l<^e0wTc?!eex zUtC{x{65_>{!Z2em+XWgw2($ZlTRLB#OOEY1b7hiNnMlaav%|kA3A8Jt7mKK=P^W% z?9ufaq<3?=qF;3g^f-XU?7x&Kz{c-7O8+5W-7d(PXn1VrpxDn-YK#A=j3kMH5M*p# z`CtTUS?rudlE5F6?5=%65pJC(ZE)6XoSfYle~8 zH(9@wR!fH(-z}&SINJ z_WW#-A{*D+DP;Hc^MZv59*yY?j5K@F)ceTkb^hHAsu~ zGJN~xfV^-C51r|Y(d{Hsh+1K}jf?v4qDrsFT{kTB6Ti*rf>@E~ZeTd)MH2XpIk}LlI`F)6eNk=6 z?gU156J>iq-^6nyL`mG3fQUzrE!}3I*v3hfjYZEJHIau18s%%c9SyXNtgINBNB&#s zj~wvMzRvc>vJNy9F6}vti}^Xw$UjV_<}&zzZg@7$J@&16}cp)<~+ z|D$52#RR(B;c;aLou8ThjN*s{36dG8N|kTiOfuBvwS8l8pg)G27-xSP-;d+;(%bZB z`O0lZ^uLR($PWV@Jq8FH=2x5DacffgctPC}Y6G9$9gt8x#0ApTkcuB%i6F(UW-YrX z?K~`PDit61Mq4CW^m)*BY;0XN0kU4aG8<6q#3+x)D+1rFF^c0Jkfy2wIbJ$bFiT|Y zQLBBI)6nCZ%c##8Y<+%Bt?F>JMU6fg=h|WViDl}@+rI#dLYOFiXfjVoOtkSw_E!b< zVBF16u?6>M=f%7Z-QEBZ6p+)F0?+)}brQmKe>Y0F_Gkt<{24ZMa4<0DgD>OLZ7`R> z_sHTrqSJ!L4;e0iEj1VNN-nR%M9Vl!ALp;HmF60kGIX{Ybux682hz|ACkvVjd3$;; zff*>2^o@mAx;o&+uw8sUHnzNTMG7|Pu=ySN7DMtT)Sv_w^yw#hK<^uy1cutk5Jo-W zn(+$NaXs(auYWSUr^|NDA{QF7ksloVemZQVnR_Vz7JvhdA^i%IS*}Qp@)odMh#H$A zu1|nY45;u~uHG-?Od8#N6(H=nf!5FMYyIO@tL+QNq7(u8{SF;3f5Yvy-W}R)$GFg} za?_mOk6ZBHueAQGTa@;rqJi6VcfeI+)GXOcL+vKrD+S5bYUF0=wLbBAzaljGpEd;q zsi7hAZ&kAVrd|Gz(f}Yk0jEV+gn#Du41J$T`$~=OCYD_V0fx`OIsmZ&W@LC$K2-xiBc(=SK``pcI|jHbaXvMlP49cqi62$TBo7N8#* zb>Pp0fgbE{^`a#=Vq))!43VZ0`UOMQorlu%b))=ec|A(l+Xfsa>?S^1kV1-~7W2Fn zX{xp36~@L9Iclkl6@~qOS~6?3;^>n{Xl3K1gu6-B){6d0^u&ma^GS@3ke1y9{O>nzPcHhqLi5~W|O!BIRO8Z~(1#msEw8z@I zx?TZK@AJUtx8Kp^jLD0q@MX-&V~wigrcb`7Xs+PqR4`QE`FAnv&(gj0=$)1Q(1X!e zJ1kgjJfd@BZuR+FN}sE#AQ7d{$u6@E`UdGFC7QG2#rowc6{5G5i(Qw4cXP0rE12{C z2TD<2Pb;f^LEjeOQJpsXBTZ|UQX*C_hvTtc_AQfENfM>7ODhyV;RIQ6L<~@s1XTz$ zK$HKx$>9QU(@~^RcqsfR{3w#e_wm5x2|TikafCHzv5aC?6BaA(mT>_|3tCH<-&m%#o?w$A{fl-hc)_mTlvop5w)8c2IgB5oB3%?EgOW=rl$cA* zVp*CzvYo6fO6)~XQYBH~c(t$U#DBW%ZhMAt>oS2-5Jgf{Ap@|)afJhUXf_#_M-W`8 zGZdm=(Nf@(LxVQ28q1^3-5d9c;5+)9NTwAl;xS%D3({e`31a7LF5t^WA!n%>%xM8< zx%L~UN$$+qd$99`K@4a(=Ra*T6s3!rLbbMfh(U1_A`fr+v4lN;Nubh5BW}M~r`%0< zt1QwY1?^vK*ioFdeVJq_9V`Jzi3j(;pH|!2l6*X_nNmbOheQ?C`EFcK*XyM<0mh$| zlFR7f@bqHxn+fWQ+$x2 z7@ynm5=YOc>ZWubE32}mrrU$keEWk=lObgP>PiKdsHlF2;A_VeT1TXqAjKd#v=;UL ztBMuQhcJ!PF!V=GF(ZR+s|b^D34@$m*lp2$1C)5w>JXy&Ev@Hc?sC|F{{b7|MlM^j zh+P)6jKP*Dm&eCIDc`oJ<0`r|W9W~cg+hI{hZC)~I%7<4=hT&B@W zH>ktWns+_;AVo(bR#m!4;|(8`*#6Unkt686Trff_LSotGCtI!cm2resy<1)eC_YAi zit5B0-S6N+VCj8Gnmvf`5{_fxT?XiWCkNzk{Zt+4y*4n4Hhx?YxA#3wy%lq;7dMqh zK^BOV#ym<;C2N0TiBI=Q$jzH987xsZJ1}k8eZB@j_GYKa1)x@;=-eyWmC{$omo7#t z4#AeXHIy`u;hGST&E`7e*c;}z%mGgLFtNu^<%xmyZ!rj zTrWZaPsK-gEpJ3@VdOAwF%b0Kw+rW6wFWzT#566_1Q`HI&}R6lt)iech0)a zm}E#KHW_)bM^+UxA9ZFo&{Y>$I!v?iEr30jQLG099Og8`+A*|x8yF-AMVAPHYDZs? zFZs_zTvlV@-Dga4L2iD2qTcL#xc->jSwaM9zY_e{)?` zEv~cKxW!g~?tg*_I9Wv-!T?MIZu{l2`tR25>PI;)jOmkZv^2I=;`fG%u6K=>ebom4 zrXIpx6oHU(26+}b<*)fwEPyksG3_=;)I@96x$GysMUIr&q&k-h%rYPka%(-ph7u&ymJ7r z36+&ic$RvD%FFR?*n=z!*@Kvww<4=tqeL|CtV!gTMbE#Y&*B6{1ln-AT0A>wR!lT07 z;npoBI`k7N>ULft5;iML?%@7-os5(qu*2tZu+L-luIF|Q0{oaJrLW2ewEl_BN(T4| zo1-!NovqV4h-&s$?P0_Q8(1eJXmxKX2B!#xH3}Z_n|ekt zglu2QP@T|<81BY*sdHH@%M6s^|JEIW*o@7PS7+MtnWe3Lxd>ZT8=2JcW)ku#$x+nv z<_K9pKtM=jeDJf`#R7yG0U)W?Y-r}70d)4FC;HoFd~607 z7IF})v)v!gYl|x*;fG~`9F5WKNSoip+*?XH2)AO541d=U0`1Mav$x}`uY!>Y3vMw(GD@H*8iH5BAon4f;=FOn3y??(WzASDQ|x;&!9 zThCn>U^MgZBYqA1ZT@ATf&=+6L2onG-_4_AZs6_FZQGgfj89(z34%0& zeC|;a#|9*!r)QP#5W&?CPB>zn;_nT8ASzc&!>>d^Kvu{OXh+)OwR8nD0L?P-VSNIk zWx~85^w%xrS0^*&y?}>e%KPERvr`=aXLyH$nD>X4M7%^(Z7kKpJ`JC>%kf~5qeYlG z{j$5==QPA-K>_al6)giWI{8EUqaj1}as8yI-bVt5#|;Pj6&D2TeC%Wy3M0e~lx}j9 z(9b?3d-e!?&4MkqOb*zsYRXo@6`p46cYra|E0$TB4hOSWQI^YlC-tWBif%FKF z1&x+|JH@dpjXBwD_!ZrDwff1$PsSAG9|FZ#)B;P85A@=(!1UrI3#Yg<##| z1g+n9(I$EdUA=BQqsmWKzFweKjHMvjcI3ZnLw@H~{v-xP@O(177eF`%Z|6;J2mJdh zIkG^{hJx{=15@f~tMAy!gCaYSz|taydeuokFTFqR^%AEhbT9y=treIPa}tAdeT&;5;jQilqfHIDYT62*23fT4 zv>pOudD%Nw|Dyzoxz`P0IY~y9H;lI?q`{Ki{9$ev?8=+53_gY>i_y!l-yAZ!K;BN9 z2I4`Aqs1Uo238hB&Ev=Pxl-EDw>%cYNp^Nqxb?#_?U4U});JhV7QiTBIPJU-Gl249 zOGs}zYRN*s-@;stUok6G_T;_hwulJCo);GrWWD*8Pch0 z{$I(hmY_w9zkn!M73F>Pxdld!{|!>5(b~|n5f0oBOy^OnKjmBUmoN0ZWG&<0cTU1S z=J2hh4D>{CaR2hIYycp>toe3E13m8n&Oh_LPh-n_dqbTk(?R=QL%zuMf}6#U168+Ly%3>`r#21_0T+N0kpBbVVe5$ja(7r?nojfF?tx;iHK?n?yi@e?Q!yKz zzYr`8y#^nHZP``D!~7f`Z}({10?(#B#n|wAe~`CIKIdPx7Obr5VcK=w!y(rnX*U|L zA@;f1gFu+#f#1(aWf6NsdsOtU;Qxk1>WJ0?MzM|sUCk#Al>4(H36Q1VNW)3PZ5snZC>vwO zZRp052LD*9`|O%@)`>@=_9x;~=iQi?uQ`2%riNm@y_ig)|B;eM@!AZ9d=6;EJlAFY zH~b5m-IYNB4}Vf|v4g~B>IhlH00_5C~R=-)@K-~S&;R~Z&n z*RF?F$;e>F!2{98wyjk(O>y;6+Ih1_lt25D+9p8itbY4(YS}j&NPdAK5dr z_gc@oGhXz=oS)S3`-x`84dJNDIl_~VkCuE)L@{?Fn(Q5LyM3F7^F;ex*OG*_vFzGl zU(8xehJQ_~Q4X@1EB8(fX6X(L7ZyIbD#4rqfSWGQ&q;;aAjA^l6u~4ab3fppK%*T)|66+&m`h@m z5+*|L8sCNPe3B`ztXxw}Gx08@o!#GMR*XQyY>5kP%ao{}XRUtie$}v0Yo<=Z&i6W} zPkDycQKAFi1Jn%wN8!fWR~ROphe(}rwZzL8Oy~M_*d8lNe^400Cf;8@@;da1eQ8fG z4Py@6r|#vR7@TyrEjG&$t$HMy+E7p^Dd>5Uu)dcuqfPMiIgL|}v9AL-&qk@#UdsH% zZ9VX}J6)7qgc&U6KE6aI>C|CD?JXE8K!&?FQUJkS`DIGPTS?oyrHEFBmW# zZ_z`sVe{!qYk#)&u+jMV;%@{ngsy;de5%@+-+Xv@LTwO#Km;r>L%9?(##YIY8|Rji z9&~ZY)~xSfGP0<7{aBl2&Ook~L^H(|En2n_wG7oHOYqSMi zKU_$=-IvJ1f)F!e=94gfm@}MJLYchT=|b`^E8_A_^Z#V7Z!f_d7SVuHY;3>M1DI!q{I3covM=pyUQLl5ZX}O&_doFAn^2e~htY76oa)($Ygv+7|O^815|y? zanwQdzWKVEt}oYpj(ACTj*B0|NOQ0-&$QC3dLjbWG z`Qea)=;75u=*`3^3@u#NdGn1KLkYddRjJL(sD6zC$gyquhe#$=)q*3&P=(8*xdcNK z{`@@58%YJs?M{E$luiB5ZwCG|;qrBto@uEAQ9E$CAKCs&JA?}|c`e#xhOmG=+b#J{ zi64L0qdYN`Co9(|24@?rOc6=(71`XSQX$tZ>a`&+Tt5IsRUG8zryFiJ0}AAZ?r%%v zyAbF74Okp`NnddbwuEGHBc%q(8P%4=6O0^|8S)v#Q{P=-CLzM_#x_WZoP+aLh^yiZ zFzuuat=*q4D%vSPNCnMHv!cK#fS1OdmKZ2neJ9#+Hu34r#`lr``j(rEzM$l)dd%>7 z4`!FPk2M~ zsZ_U;zL-i)x?`4Krk`TaB5l)>Z1PPwvj$sUGmAP*;biF|&eYs^d@g!rgk7ThU;7&J z?*XUcE%)J#!DSY#4yq&U2#fx#<>&?wqjroKqE1(+XzWn>+wRFyVf0V%n;^w7k3pP( za(GoS3N4>SM}_`d)bgZ8y_Zbyz#Tff^o~v%2lD>5g5b@`Cz*+9q9lMTY)R98uG82q^|?X?x>}zJzH(P%w~NlxCM%s*FaL$+ z>`NahlE3p%&#hDR-LpcZ?YFPfBvu*@^Jc=w8}<4oz(QI1(&3~2gOK075=89v*64Qv z8JdNBW1ULzz_W6+8G`#;>8E%5StE*V*amoJ<{wJYR`?+hOUyykafkxucgP^lG+be- zF6=2DwXDMv_#I}~nZo0*cI_5rVaA5>VJ3gfAN5P4C~|RGgq1sidA=%G`gBOJ!l2Uc z`<%o5(YQhrUKnFiTnaz+F2?Kr;pG2pr+8612S1TK>N}X!-T11JdCiXM^&~HpV!E*J z&VB1{aKx&>bip|%Y(FXJzwrYX}RZ|*}5qpA<&;KzS z3KF%ivmW$b@)gFo4qos}(tnlBfuRW*d7@5ds?;-MR=ToXzNPBFZl+iv{n9!Scj&V& zq*$&Ly$^28`5-gWQI&-pN*K^)VvC^~&E9u<}oHcu}5|3rk}eVS{Z=I7(WOnJ=e=Qxy!HCwrN<*m5u>{0W9- z3`beM3H)wKKS(F#6GM2OITyFKM0c~*&`6Ouh$;|ti4G4B2dKTuvl|>MK6$ctqJE2) zaZ5`<52+i^3=QZZ@u-z67IZ@}LK_5AoH@%3!d{jnHaSTO&sGZm_il{#5kECErp9P7 zq6Ebye=+19yNXM7JmxWyfKd4l%tXYv4^Ob?_SOp*}U)aoupfk z9pFmyk?dstUA%BU$?6`QA9uzk8&)}u;7v5vFvZN=d3X? zXoKP#u|C%Aa)s2T42)px+RwS$uf5f>wkBYUPnh)yX{P7ra%9WFc+dMQ1w<<8s(*FlcC0K?^!j}D9+>x_g{l8V}iA*&@ zDpvc6$R?O=jR_aGW>&pER1<4;TaY*Sb3tJ|$E>k$z>8Rzi^!74uXOO2%W>BH-s_-C ze3_-reSDj($4;*hky8kZp)3KzHEOBHX-`s+R3FMe*+}Mai`qxN>melFMh(J2_a5*p z6M9RZQktVdQb-T>GBf_0K{{xwLOFGIkb;&FW22jTtF)c>O@$1`H*`k$wP zQlB@saV28)IVat78pHb9HDX_2D)zc8ltI{TTAGyr4^uxSqX2dJ*b{j4lLLqdu2A43 z9yF7d8W-kHj25Rsg69fx9riZ<0Cy_voaySEk;NiF{XS|-$N!ZP0A+dnH|iY=)6*p6 zeFOQjh>rcB-;<-GvUK!K3?oSlK~1lr%1*JLcc}@`gf?vl+UT;4Z@VHl@4#u^cz3{T zCTx0NjMQt~uwcoOb;r@!D^Zv&%9TN@=r3vs@7ey6xJhr&-cDk%!?s5As%@j|aicP8 zLMMUMVOFbFw6MpiA(z$QlC&jd!J+5_1Ych{<;Ux2RaX$Z8I^| zS1mjKig8~5w=B|Xg7pdqgdL4&?Zx?CXe=05q8OjV-r_lBR~XfZ5v&Tl4kq(thnO_o z`6}jeV2)l7U!xn*&nHQ^)Qt=bQc|s(vFGzZd3M&T%d&sAoXvu9c0@}>oWt12o#X&M z_4!+PP?4*7YcvPH{QT9a7AFc-W}DR%$*|^DV`g*ud;yh6jD6p+07iqT;KxV0)M%gX zY(gDB1hv}MGW<1uhB0wY?_poa75ikiA3Ppkr?$2nIWi?qwrEwJdx)}4823^eHR?*F z$B24e^4jT0;1wgL*(s$UH|<#`otm@P>`qJW6>YSTKiBMIX&i*lXKSI$zOHM9`4Dl` zN8}xDIc(s9oD9L%GI`il3w&=GDO1P1f*E6p~>lZ`hfyfw3 zzkP|bQnQjw!kzCda)x(N|&P`Xtm4#%>j*~=D%~JbkpwdQk9_T+JKGA&_|@b!b#tM zmVWt?oKC#mq4$wpmC|`@Y1}SGT4h9>;`?4Nn(^+&7_nFLjVt#1mj7ZfpSD^*GFElQ z`iT(*vGb2mEw(T}kI4C(Nwge`&X)N$^P5t)<+}qsLmkSt+@wakZw;?2G71H%l=OK= z-W4{V&1Dl)DfaGh26@PU5hzRb0A$XI9DGyxz0xB+8|Xc=ke$tk?AIu?zxbT&1ADWE zA0xOKDQ)C4GtYOzD<7uR;|@cdN$Lq(c}no;L2*=o=NcY%Z}br}b#-*r=%cLqZ)(`JF^h`7Lr_-Z24 zD){G<%cp$XDCy68(VqS}_|cnGi+m%_gS7KvK1MIt_5WnQg*FQ5#{?ZiR>*)z-E}&XC!gUz;*2}BPXt= z#)?0&VDx*pf^wvi>z%*~m{p+YHf+!;5KGniBy$z_BgT#T=xt!CM04Mu>6ei2;;DUh z2?7+&m;9TZPXtCRRkKp4TM}n^9wYIe3HCJ)HxDa3-CS8sMp*UfjG0kKgFv;X-+!&P`ZyREf?>uere`TRa%I1kXoG%aO?Ar>i zir9l~kxRCf(qaCJbhUs9{grsfCDU0gwqe7(w^#wC^{}^MPsi>`Rp>5FUP{7(8dd1m z?z7#&$9-Ats#0PG`H`?XXWNRD78A1~(wxG;d#CVOZK-3$s99rj`1IKUGU!3OqK?Hw zjrGmvjxV|5Pyf)2wlt-{y+mL}+)E*S)Ecdr)%i66ltX>WIkaajQBV7Gl7gAl^WKNW zqtqYVQm@xia=1&rU%9&SCcOI1hzQBlfkFPRX-jF@RjOyaKr7NTTAnR=p`k0Q8_uyT zuGOMyexxem*XU`Dy_uFbEH2R1!puLPwJ5O+3v#EuA8tn5{1!igCQXeuLVI4pi{ixf z5^6r_N)6E!I@DRl${_iGHJ|x&Ky7vvZ^I{ME%8Ii0Ju_aG74TJFDHFoK-Qe!j{n;f z#{W)+&)#4j-n^)ET$#tv#I@evzVms8Y-NpH z?L-}LETS`dH;aPT-i0zQp6``hz~IoSd%%c0_uJBLB!K6n6l@QfI{SbA{L$R~`uu9* zW}(>1ed-I>rj9;NB~Cm}Jci;U55e@<{Q~_*Hb@P}RUWu93-xI5+Qr~xQM{YCG2JC! z{)-&$oF?4U198aW1Ug;LX2Mvw)k$6Lbw%Mp){idHDSZ!Ln00+x7j?u18a^hBETHBW_3JBt3FIG4rfgt6ig12dVWlgrBu=DZ?efU{YWIQyAXYsnjyX&vo(;5?T1k5Fh(c~>FsAFFl z4LLI?eylrgs3BA0eN1!qa*8|MHNY(FL3Rt-rAo#_*4ScEr#zB^1nLYrDBR{hag~7X zID)f_ewq6YhzDT&w|>Ui+~Dx?i(aN{f2&Q!)cpE=jSx?+o($-xGsIHR!@^*wohX{4 zgVh#a)R;>RDh$u_Y^gv$4#L(9-xrC$@{|3)lY4Cljd6yM?%3}J3kw2?A=;mG6OBY@ zDgkzG_#O>&~}}`h*-IH^_IwUl%!q zq8wLxzH`S()S27ALy717!Lw`xl?*&{Y-?FfetNyH*?Q=@y+zt2<1jzw)1FaFy206! z>ueh?i2U8V5G=LL_cn?RfV+>?6P%JlV&#V1azducS*c(0&vyvws_}TY+vB+)@6krY z9bz@Y8s5$p2ojxcoWG3Bz(o1>btLzdh5vT#*~v+Q!AAv zd+guc4oC2PaN^e?mL-N@L-0~;xg99Toz>NQ zJYH7sZ8m&fK5~2>j!|66HrdWM^s#rmP&9*(UN-iqgLt#_*-`Cl4fZ$cV)WfZ^5maM zZm?B8%rDTf%Oxwat<5hLM)Sn0#&V`G%8iwCP(IH8cjA@NH_H>Md^E_$YZ3gyf3zg< zBGb~YWLiPyE);?#^!8X2$#TVm{a6Zuwhp7X$6@3pgQ^RX|s{ zyNzAsOTH|Po`@)p2M>gKnO6y6;Ev+YbJyj^E z9+%V}BV1KR99+ro+HZ|PzS37mFpHfG@|T9J94nW$TcqI6s$%)<&PF(hhQnrB22Ly_ znhJiAakj{dn}bZIOtnc+a8vJ^e>`C_Hz+S2Hpk zd@l@RDn@TH=zeCU8qitHg85ECr|LCDsY}IDL-Z*Fp8Xp9P?sC(1<%A%9-AlQIzA-VPcWh@w!N( z1@sv&cP7gbw2&liT_|F;wwBv6ZCaGfp~5L~#pZ(dHj^I`bF*}XD+8*G+Kx`FQ9A#8 ze_P7Q3OuH@X=UTvV1YdlYrgTqX$k&Cgqjgn5wYc@@@!n(!RX*( zAYKH*T`ym!v+jn?oxpLQH+H^d+CF~F=6S%S+7a;G?8R2!s9=6RF;6Q7!G9HR7tyiG zG6?0vh>r=|e)$W#%lA`!yY{Lmk-1t^`AncW^vG-^Tp~*d)j*e}qmpJabs@QH>*DEvnwbS+k zul5bYbP#8uRzi;}1ca1OZtJHD<~AK?f3Y77G7^7f5eQ9P3T?wK#ge2l^H*V z#lfkY9_#apuuO$(mdS;*>c*-Srqi@nJff>_-8XkLZ$Y0F@MO5OOFUu~)ZDVSw;m92<)to> zki-#uk~v@9FUs7RO7bE3>9BAyHU)A2q~^frE^c=HjN=qe=B+EUj6=R5vbyMQYO^OX z1q)uAc6yD-r}L926!VjiS^r-3woVb|X03u{nfIL8Y9nP!K8#*&u-vp!t-7V=xU)D# z(Bd8+%V!Gy0h%2CC)7$7hki3csFXKx@EJ8#9c+X$)|Yp)%4>uRIR-0rres#cfoMV7>~?|T^3MZ~#HxOn${s2b68I*#IW3< z5yIxTI@%yI)Ll0Aal?p<7X8%3B78r~4qDP6^=j&5>(??_ZeUn}AW~75xL|>9Mulqa zB&ynhUVGiFi}_$+l~bW{2wwP-Y=h7(dvK+u1MZfsM!PmOrYCsQH^NAgulaI zYCj1kq8CgN8d$|3fysV&KMv72d$#TDDW^f~`CeNbUU}8x@2#S5F3PZ`DS%VGO0SnpD1b{wxdpHL`jZIyp9&^(Xev?5u&?g$A?C?sha_UQ?d| zHN)gEVkw9kI4^W3F|ag0K{a@dHp%N(^-n>d?;5Q>Wyf1$mJ9wu0o19)t+@z$n_ z8tT}BL}aHKkM5%mJnCl-%`!ELRDO74uSwo%E1URM%>+wKaK;nJH_smc1ja7Z(y@({rjzwiQ6jDH`{oY64Q<>=NW;t0AV=CBbxaiOIbVL`uVU?dfo}rsSWfpuRlbFs1PkO!oqQuuY(3hE+;@Is zw3lW_`ovSkoy2Kexn-JjRE+autS8*8oQ%BMEDi~+$!K}KGpPGz!mu$4#T!Inl(iHb zwBfybB1)68ndVlSCdeT^&Dlr0mZj`Dmvw-3$WU;RhZ&i(ANe}cLXVDqY0<{i^+OVF zIU+G0HkBjm0{_WXC@3fi^rRo98ZaQ98HuA3KqB@Iw)8dht)D&7Y+OuO;yS#yZlDFk z1B_{GXm=dl_HOrrXp{1Ahw~aBRs#pS-hou=6g12aQIN}mH9|J`^q7-ou`5&MG9$C< z%XQ*TPDFEa+(W1!ru=7aZfMe_f90mC1G ziLd>=g~x8J&p$CBeE-~%Ub`ZLhGE_A6=VBR-_>^9*~-J+4F$_s!f%~5!;aL}Jr&ue zQ7vrL^ReIm2_TxVTUQBNUK!L+uAmC~xaA8veABfml6bwPqv-fq8PR^p@S{mdj8K=- zGhOYKz@GHl{ofIPb>p@ceO_*H%lqeE2^rE*gA;^lg0LUqFTa?@QMYPA!E5`P-|SHJ z`8*&@T292b8LBo7oE7?s(0yezEZ{O!9bZv83+^4Lko+zd!Wc=6$S}V=mlP#IJtp-E zGgEqBWGNx}TvEE}c9KF%DX0Bw_7+Nh;Hs&g7{8oHYX_t=G%*P(F7|Aon#`q)S-sW+ zN=Dwt(|)mDzPei}T`S5QWRW^w0Yf7WwcwSFB(ijiK!f9{^D+g7OQE);5~5$$y)sG_ z^!P$U-@m}0V#YE2vnR$Csozc10?QZH=ZzO}0sAEU=MWWKvptQQR~uxWwX_HlnW=nf z&pTWM1LuDO$0K*nc~g6K7kfQJz#foLTNHA2Ugu~s?(@Bgc82^r!ZM(M(Sui!cfKJh zHWpzxK4@B+wm!5nlm`}?*bN?w-pzC2_M2cC5wB$}=lEuv2&HY0s7R}koy=E+g<)** z>{yEaKiE(j5}gAAI2PwAU7T@+Qlm?IrGHDIPj=afY!;XzOod&P^rK2lgpm`uHQvYx z&RN&%vy-86EY-MwceG(E4fWOH{_=Y6*Q=OVseE2-4PGlXhY`zyyNfD^(k_DO@5J7n zEY=S{xNn}46-d4$zVOyqa1>&<=oP8DGGn(lmvAt;-V;?zm3njj{uind%r6YT`3GVd z-u1)0nta0*zVjM`_)uu`dJKzEpfnHMqvY-vqo&sqC&3yiH?0LZp1i$72(D6B17IU{ z%r}JQ4+-Re3mxN}-5c6=4Qwb-Pk2A9uAltxY9}=sML+MJJZ6(eqK4^}iAXmE^S6Kb zV(_=`XuHylE?^0hkzno|UWn$kCd($bX>(J=UMi zc=>noK|Y9B$U}{-Gx^#OV#qmypFTT*+F1t#W^}sx^Qc;LpB_3Cae96 z!ISrS))pLXCw(((duh$gB}+4v)^_+N(4EHN8#)&HAxF~igeP3KVwLYFqGAhjq0EN^ zs}9z;`myt?)2PS`MXx6JdTK2Y<&PwHI9Pq*8_;0J7ytgr;Demf><>6Aq1G?pL_$o7P%}K7v2xTHhGCyYoW0Gz;a|qI8PipbRFoANN!^U%peCAD^oBFZA>YYPS2Ml`S%|FKFRh- zr=yuq-kPsZv@JFOv;R*nijUB2J$omjG3vX|pVOH~902FHJclkOX6i(P##F3B+@EX6 zxwHNXm}aWu(nH;+aDM9^?sOct23}q}fhT7!9;Z=qmz&R6KW`_zfHITI-e^G;M$x(8 zmkXOv%Qf+Ctz>R%@j#dgx`6Z{K^Jg3iq#=C#^zny9NE|y`6>SA-wH%q)5&<>9Poup zGM)S5CVW=@YI2+cg}!@lH^t-A_;y*v^jFcRgtz@p13nH?SDKPxVUD@NrDk6e1sr^9 z+N6RG^1)TjnOLRqdljeP8u+3Pk7}z|xz}vWV}R^cc7n;bzViRQP%PM9FH=;f5MhRy z`;C4z`vS}u8Y5A}ZpL2QYHlK;p`Y{KCyYv%5xI(5F|us`4k8far=-E|vTG4(%^4*B zIe1ks&)ytp*6{iLI!pR5`=@?4hzdZt8m+Uf70epd*cj9o%=YhlFU1!)PE+{?DGR2i zsLtyNdz!#y6fEOqQNli66wP?G>JFzWW11hF)P zqacf}CwDlv7nUGcRiM5}!9%*i>+iULL~>r&lqRtLy99P;63_mP*vv})_XE6}gI9V= zqWc?))m5d!`Mg@%+A5c0=kOlc)UxeqKgpMavk_>f*>)WcS%yG4DkYFFXfF1fG2oVp z2}uW)B#OgYsoSDEYOVTC1O-D^O`f-93ccSYMhm0Lh#35dpg8>0d-DW$v+62h8|DOk!$C2GM&<1V~>}uZ1rHvvvp_ zo-CIbCtWo*h7jthA_+;#?X_uYBt{r8ZT5>7mr$zC^p|Oz0Cb1Z``lK zSH^nPKi&TU!SJkr0|JVh*K@6va@2QF2A8;nNafN&2}H` z;eZ0oNb|je?GC9cr`wAbR4{-IVI#LD;lNxTi_q1&$s3eRwDLVK& zfxc)A4$}gI5OI2&|bL&M4f zvZmE36k&~2Zm6j=+1uj-$Qe?tVxG}osUi8 z)>69Gy(R~x_HvLNn!sP9*i&jtFI6Bo$akKmJ7AHU|4HL2 z!||ZoQ93K!^s%bgW${xPdk56PhoH}3-Bm(RG*_(*G&Gp9k%F=X&?SBr^i8h{L^^}t z9T?#B%Th+G!c3*{w-YalT(dY_vox)Woc!l(#n{PzR%QUk5Wo#{JccT%>u_LTeq~Zb z7v3z;sbn?-gg?f)p? zS6*dMk7V>Py%L>hVtK5FMxmtSvV>l{*Bam6*aW?NshH5@+P)pKJfwZGsW1aI{O81o z6C4~vOI0l`x+#z1nT_1%m3l#tFD(WdlHOQj=i|P4dnstaS9OERWJ*=!>Firj3pf zRQ%82H*t++{zc6aKYDC#E*!+??w)WG5AZe-{%+WJEw-qkjB!HwP?aJX4U_*+CSK>~ zu(XXkF25T8#;NK}+^~?O;Lc2j1%Wt(eiNa~@1g{%-L{8BDyX~>!7I1g&1o=w)_7$y zJVNXgFnv$EiJNc_4Ht#nk5$wHP4#Pu5MUlnh5w$Orr6#zUb(0Ej))uIQ6fZlS4IU% zq-Q5yjmhW$=w6?bP zC%p<1RxJ%}?T&mUwl0L<(iOivJ7EN)N0GngoB1*I$!-hVW4nNWF(I`f5jI0IZn=t; z6sOGxy*EWSqcvG#pTrq4g1o7T*bE!|&5aMg;Yl7sdNi*0K<4`K>JJ~wcWSJ^<7Y0` zvsP8i$GgONGb(%a3`M#6#8Kp9b^0GIU_d@Zft&EW+R562M={Q6dLT`~I9Q*m1UAK0 zn%JMh58XDH>`}%W(b{*Nu=}O_5}{iRK0mTHFZPI%zUf1;2HQ=55oUk1GS8F9%-7_$ z2sYI@0v3y7!N-puhatPa{LBjhCN`yFj@QP|k9$ZCM+o@%_)^r$pueP-g1)1nI*Ai^ z_nr|#|KYF};-dCOUWvK!prokgPpmoRXCfkY1{y3M$s2LVBXoMZBTkfOu`FKs9C;;u zdB{LtypWft-@faA>d2$J`vfon@JHb-zS7mle~+N1kia0c#jXsRlLbrI&z8UuFPo?e zAfor!?6L$IX_+8dO8R_4|2MDOWG#Rc3^+11-?@GLBfU7;oeQIUg`7wQ0Y3grQgKYl zn0)5JIfBTs1Or`m!v!8&^gqUWq})?&o|n@37xOT5(ZJR=ozBub*7R1;bb+MM>tRjc0swZ9YyjUZQXyTHBq9Qb(khk}qnuZ4&KmKX^gO%x zHi&Xh!9hS@${VVg6Vk4cQ|3mIJTv&uo52H=u(;^0az~9y`-PwqVjcvfAz8roL_H(` z{S}h#oiEsG^b-V_Fl>fd9JNI!@P@qi>p?btZK46wUu?fi*<**Pxna?`q7C8pAkqDA zqO;?*%w~#M<*-SvQs-?TfwmZL^|O2^HgNvCfXhsZ%~3!YfrZc=$cB$+-f}f@%U4jj zv-B`eJc-%ki)lUW#tLLie7nRL|ASgpfrt%PT zjNKuY+-vimc);f@(Zs!0fMoHS`Y=YRF~|6v1QWWgEUZ#d*+-V`?JXOj+9@tbj7pjk zDY!<7%@Cz$sF~sq_xOsEGLj@Jc3fFdOj15TNV!Rq!r(yD^6PG$Ck381)qSu!e`^c9)-n-ZTMnx}+=D$D3CfF76Az)IfUI?~# z*;JOt+U(DLMQy0hi`yx3o(3}zhr0!DS+|{us)Iqhh8Lx+eULq3sBren4V^qnIMrmZ z)3#nsb3a!kM24JAzW56!Mk0C;ZEU(e55{+Sss~|$i!gtGcIPF8={V;si`t|K ze0g4;m9;;WgfI<1f={S*g_Gw3Ja&{an(pjCiHacS~)G4#dlp;BqJm~O^|VO2#QcL3WE^`E4D3j(L-#g$qG|GJ~OoEE?LhOBXdLV zN^6M~$^I6ja2C4?_XyVMUXPNsXiaDPK)e%K%{#5XUH5kAIW|T7w@ad~?+T&aIe10F zR*6-9bi0{5pzcX`;8#W6#<^t7)M2xdE;fW76Y4!U`Y$NT5V|{$2=o3$0*NAyQ2h&B z!bjQDVfFMiD%8O3cX(ssSf4|{g)h8x=X(P zVE6>Hgo5aP+v&!_xc6YM+AtrCAfNqw2Eps2CofG7LewSFzLK7M)LxUl`vJ|HiwAE8^a0J$Uw7S51GP33~Xn7=|h!;h2FeKs<%=Cs7lLpJ`7}f9>@B} zUUpfG-XY-Xka&!(rmBb|sF-g#=VKV*2T}u^JPdw3Vr)mZh$(Vagj|s1YoG2so=t5B z%-7F~8z1H6)6=0D5_O_?hMS7{{V`ycX$@FHYe(~YUA^>-FMrl?>T#(V*n3FMAMs~U ziF+LkwJL7h*{jV0$m1i(@ci^?voI(`yGY9EiSl7*P&pMK_Y&)!?+x7f*!gT_=tNjy1XO>Ctcwv1OC@g>zMOV&HZc=t!R$tCATn_@;I8i+ChjtxQAo%@V0;ZQ! zclj7@h6bCth`6i~S9J(sRH^Ned7CYNnvxrl@cna+{#SubrMt`Z)XSkm@QGVw-qe2S2 zK_*|;N2~D_?)WTKU-#DYyN8`+rVc6ZgZ$N{E9As!C>zHTkk-@}0`UHt0(C3qm0-+P zk1FnWF(2tQi<8`DSj))sU=JH4;MwpA2ng`-8k?HlB`4!V-7iwvzm(QF`|}tdUzzQV zFjrIC-EdOtA(4m>2swUHO`+@0D4(Jk(MkLF8H(Z{+i5|WF!QSBzL|c${K{esekV$p zhit&}Xo49wB`0F63-ri$2N{IPTf(&AyDwSXWT=k~f`9F5SVkA6dfTS{grGP?< z<}t6+O$pHhTLgA&gab*_N5Vy3BlP{R?@B`%PjKc&UePb-HZKbO%GtQJk_#Ta`iYJr zj=GL;;!Du!ok+;iHHBAnJY;Q8gTD&yuOCJ-fA+a9N_B^skltfyKhpZXud3rRsKfZ-ymijpeQW7Ir=72j z`yc_|KChC)K$kT2>(uPx*8Z;)_X4)5=R!L!^$BPCL% zETY*GFX9EsUoM4=v7N8z0vI`=b-o#iTdU8$CbDkyDkIhY~G&xk}QfVz%RN(VU0u>{~xmbme|-BPktDhh!=EKt0Ad9~(uCzLuEV zxHnX8%Kh4%*452DNwn!OXc_cVy%Cb}`vcT3wQ;Gu*eCmc{MIZ$M^$4TY`k84vuHit zKR>3F9>Yze&N_?Zx__(ZO5JujDAM;oXLYHEH;y<@IG#iVFu|&Mz=O(q3*gnFH5^(!X)i+r{ta78PxO8Wa zJNJrDs`iHl$d#xs*ljs8%f4GWaQ@|F_E@wqrxO-9+I6DuPguXTpVB zZ)#OT#H>sVlVzhvg?9>sAv;^V+muvfE^gfq(9j=p_JZSyyHVJPwYFM|(-SEC{;a6C z;@@G>ql(czN=f2Qs>_>b?|*jNExL6;UbiWPeu%|LLTjm1q|Tc(?ayLm!0|a3ASSOe zrqA#ZmuEeBj@1%@*!PU{#%%L$OdiXx5_W zQOmR}ikDwduxx^DeaPWtrM7n4G30Mi{&WAoqlHb2qqDh*tU{k`6N4n5qN<=Dn0U94 ztVKXbu^8pl%5OwIa;WJu5+yA7A;X6M5o;5p=&kA!;q|{l-qjm@EF~-$b8^ zf8qA8C<6q#0nWkEk|{%D<;eAr>yqWA#$wTebfLWs`lG3z>X4ba*(&C_0`5i8r=<>X z51Qd;DV1?pvN=y=*53>TC4SDrCl+S)N~B<9PA;QOfjD$x^G%-*fv%4XkaI85k+Ucu z)pW=r%->>7Z#Z0k#ck!Kk$`}3)xV7bx>@mGDp7&(^TZXqoet-o5@te35E?J%m zn=#xOdh{udhO5H^cLdK{Hb1}H*zD{3b~;VM+OgG`q?F4&4Jf)bJjD|Y7Vjk(+CGfC zS8b9HHqtWwdH(_#Ar$NR%xC*)(NoIy6dvPq5K|#@llr~mlv?Ka{loc>(7%`mPoK<8 zO)Zx68K{_~V@P4RdG^@c7Vo~6>(Gl0$D?CoKF;~-y&H2$Lv`C3*|ZphlnpY6f2{CM zXaO;(7|Pr{JgA+LJBXw#+b5tsuX1XlH)B4GfjnH1b*!@f<*u3*9Uj zu29b!;pNu!<&g^0_2V49gv#7Ln@En<3(c~SRz9+a*J*Y7K1%2kKTqp*fgEMY-5~IUW%jKl~D9y3aXs_w~wY-Q7G5Y7{ zKA-wJ?Fg5q0eCuelS2_C73FGtgzXz~FXDtL>arRBH>Xm%B3It4-RIwOM1MYXWqG8? z(4|8qLoV+|_Bc3IhvEBz03^2zq!u6>s-nxfR~jlC`-riXn9by2+gr0=b`KU5fDvul z(z#k(FhC%EATcp9mi_R5#Z)!j7t&35ub-L6uje_<5$|W&v!jIFem`Yms=ywvKa>&r z8`N>U_HfNBb2DS_cj0FBG~q{B8rg2{b6It^Bp#Ml${%cghv;SsgV2<&1A@2kIBivMpk9 zE<9>4k*6&H=Twgq<#e9k#XY^L32DeO@7Ap(x>;U`owEI6vMXQpy13*>%zK#!`u=bC z;r)7O;7YgOx4E&F?QqtIBjEGlm{MCE{!rd2K7%pi3;BW)JmmY?j+H>GEt8+RU4&2N z=A=S`(Z(sD@{8Ei`1omZcOv~6?XDlAm%O38VaEf9Mpc}FFmBIwlx|kPuM9i(TfLSb ztNO7N+2*7m#EG?canj$LXm1v~p~_5wM!Sz7Qh_5t)5XaRrb{Nz_OCp(F8N$ijBTIw_xA&&@zIc?-zu`1IIai$z*%h~G z`oM?G>d)yICt-IfJ^lwU>n9283TwTLp^cS4)j_`_2#X@>;?i%)&zB{ny2YJjpT~_P z-Q@Fj`+FFA88`jy;)imh|G#koltVZkb}lM%>e`244WUC{{D4$TJ`pqaqIHdo9EZ#c zx5a((+N=v2H&G4%%Q@&YE3CroT|EXU9h8#V_y0&b%ebh%uZs^Mpfm_5-QAsnfS@2D zAxL)*UD8Omv~>MwkRBLd7^J&<=cZCx) zqGL$gZ;d*L2(I-$eALE0^LSl`nl0Vo|6b1ixr=zg&_OiG!lc! zxTP>sc`UUZ2BZO5UKxP=2wbKkojmRQUHoNJU^*`*Q=kNu&!c|P9$qv*SmVbFW-b+6 z|Fso~YkA3U14Y-87o$}7-IiC2mmggcx(GmBET%5UL2Y_xfl~V<%>($U%gvsg{>0*{ z*F5k-)5jZ+CjiRX>LR918?UXWmzk4guYA>&E|yurVC6%5t-EEmeT3xRcf2zRmR!j4 z{H^6!aL{4N`;!XQ6RxL&a_zB2<%Nd_=;8*3bp#5a=1Si36_rE_2x?-K*Z=@|t$pA8 zH0({)ws%@QrR`#Wyy$H4m3ilXrKEu?kHcYk&i6h>%nWjLV}gf4lOb5~*smgfB_sK; zEU=U%^@;mct+F^Kf!$9jo%QLpXxWP%3D2&DPKS#tq3e%F1onG8jGrWi*AG2 zKpBz2=qDO5-5?xay18<$jgQB-*gt@*^!#G^!`)<;fjTdUDh65VRX)(7?w0R)@e*1N z`CcNT;U?)-TJl!IU0%Yy#ik%P6^U^=;wwITu`7`^-=5=p3sYHO;<Ql0lJy{+{0963I z=;mR6eE2X01y1jP{UOjad@KQIkNZm@z_KeB*r>U8a5v8I*3tZ|PUU+u7U#3+Sj)CI zdC<%;vVwUadAwwvjd841=lg-c#~pjEk?*8mFCA+LNAjA80ZqCCuQ^P@$f2_ zu782kz4}Ww*}dVKbO4FQ2qDF+X{zI`@(j?6+kjCzpz%uO z%mhf<05mIK_Z=XlwPzrR_!s!)b{<9vE3o)gWX;#pMNwyYox|m|i(w(Nspp~VsNP2TjJO6@GW6+mK4E1GpZ~vgi8W27G6-anvPXA{( zq%~pY6Tm=RCJLc28-y*6TzakV!o7}h{aO<;=AW1S{cehLmR)A)IF9Iv(WN^Ajyxo$ zw(?Eq5_%|TcLPP7Z_(OS8-;}fHe)N~5X@ZB@VYH9X!rP-^6lGkMMeD#w5(vq6)@?4 zvq&yd9|@S~`KhOG8`vg{mD6!{a9wG5U!2Bgpu+H<;w5uc02GYp=97X*UChXFTa4~3 z{(fd`aIdOnE(=Z)@&+iFnWq6}d4DV>xm;sE3&a;N_Kai#2b2RIz~P9E9&iwq_SxdR zr{Q46eYeOOL5@e|`!Is*v%4(o(xKT+!~SB1Z8NVeJ=9M3uIjq*fdj{!hMb=E$ZB=5 z3Twa)L9@PSj>zWG@*&AMOWD5B7dn}Td%NsQd)fI&qmsxknXDl84-Uk>|21Rub$`5) z31;nTh!2`QRAhjANZ2JBtvJ7dFr?`rW1axiQT764U`UerO=DaS*+XP5^yi1PKK+;{ zA%jfMtrPzP*dCvu!`|XWpy6#;2Gw)v@0g=A;@nq`$2TL@oIF^*G@qI~c+A|dx=xLj z$jq`9XOqUF%v|6R`8`Z3zTMo>9{k+0c*k4aX=c|zV<-30&9dnIM_k<7eg;#W)fWu! zV%66nL{f91)ER~}s$XAv&UcXEp!t;}wdC|d@r6Omk!9U8JsBBz5#T^@p!E;)Kx<@6 zDI{j3kwDdatAT~#dw|**3g(EdQTnCz>I;(D*-)7%r8 zhXNla+1VbN&==LNvS;CsU?Vld=vhj-PZ3BH!-dX5p_^w?mAbiNJDm33`%ED29>5)g zyIfOMDB{E-@x0$ZOH4vikePA7ukqzJKzz*?g-ty`9&B|1~tcfj@UlD0)1M zIl!J%V}GyI6tcY30iu5poc(hBuctraR&m+2kVp7@{ zaoO`r495r+aO&cAj?(>!;-Tord5iW<(xU`&|IO~gWiA@5GwTN6bb$!FyWQK8g-2Lr zc6K(Ecw*ww64hn#@V5~+tNBxZG_{tt=#lfCLAnh^0JL1qh6`S#aE67F z{JRT@#Wf{T#oA+BM_`K!f4WEn#Jn~3_h5Oyjc&4Izly@du8cr6BglV|VPnns=b_Dl z+!!{Be{~JtTptJLYQ+B8{tHNW6gUCY#C7be4-vA`vzMj)Q5q2f9u?PYi}YrzbZhlQ zx3l|`U{)1@>pBm!7U7R(Vq+k@iei3h#3CPhFvlIWzyON;rd-1>{U(h*3$U2n^nd1r zgQ%06DgEq&CV-DG#hi4}f)=6qFP35gRJx6G*?V?G;k=*oXr5NToYgdM-ic>1tazN>qIA#7CG)_8w2yLqcnNCsYGDUSTCyQdG)8^?`&mD z&sI@=J#q`$i!o&?clXH6DQhoWH1su%^pykSX1#Y|bnAU4=+KZvviA zclL321iIhjTF&!^04z)ClOt&@xb#iT`}$DOxgTMBsOV5iT4V2oewO%Zr>hEkI7a4h z9Bz=<%2k#w5bOzbqfO$o%ac_lJkll1!NCbm(iqsaJT%-JTE{bh@9zGmMo6ZpA_k3ioPLZ`P1e`Ghd0Ph*FFp%hNU2K(9kWJW zq=MivW%F7#6A;>x>9uwHF(2p|%Ctwt&p$IJe&62nzidZo6#k_@>L-28YVElmO7x6_ zW;#kgw;l5d^053$4T`zHnA|I&M?!__@$o}n9VhWdYh9)J$}vY(PMW9NW&;Kkj;@^Y znQ=u}z~t@L2(~vyUT~Q~aaB^)4*bPR0<%lW-7yz5g`#yNGnIP`5|f$MkWiR<;XK1T z5Z=duf>+vZK=AOEemfOGVgvG6!&y)Y2UO{Gs8(>>mKUiM4XaBstSH) z$7gpCnn|lR;7A=#Q-k)!kt7Tv0NX;Zf!{X8(ef3bCKC2P#sby5U*fN${`Ya-l14um z)lgVv0BYX97(=1b!ScX+Kzk5 zp`&UW?L7?rEK-lIZ_jTE>zW5awu*k?4dVbUvOt$`$>EN$;_&abw=v$K{21SSdFJSr zU(e!T*?V7JV&XgdJE%c{w6T$BW}W;7mqc<~)}xW97O8NRBoqu#?dMl`1OM53@?%vC zNsX{~LTmsf^-QFkfWypRa*=fH_fEk)M7{hu0IzDiJYENDhvFw%kyS$BgmHs|uDG*3W$o_@}72eB^5 zQs>Wr?;{*_MOuHu^}Y~d1mM`Y$o9mGn7)d4vEZp2c!NIn`U4H>?8Wkb%n=bnPb>+$ z0Ndsj_r1*Zk9_`iJ3HCz1A72^Z9FH3HGy?eK1K6MJU8opepp;}^UAyPzn!r2q#t`b z%PO)jq1Hx-exV-P%_qtkpjQJPNxkY^fEG%Sp#^59juEVx5TL@cxOX5z*(qW%As|PJ zxgW zRiswBxNhdH0?#j*5Q#>ccG{B+93nb-fjtXBaYrK%t;Z)IUh1TU8Y+Npx8i;7@Lq4V zR|!))+UqtR}d@l`+sHRsAbowvI=A)cy&Si*2sHYK1i`m(m)q7MxFfwpYN@Yy22u$*O{&b)HW zh~(?X(nJYJeMll*z8clKrMhfoe*#gf_D$Ik?HfIekw75DozBi%&Imb@;5GZnu z#$|aHw=_zW`T%JbF|&rcnWRcr7v4pI%`}UF)Dz8Rkc(0xtWBD^(7T0C)mbkJr#@i0 zE(A^~ouDr?jcz)th$GRenJ=E%V#OD9L9)Q1b%4bH7_1W$1M(OUjZTGm=ZF~Xzp&L; z##dB6cYR?J*-C*^XB%k29YVkOJM0LSdq{6wRqZFY6Jj!}e(LL7e>q9>lWasxAFVhg z)V^_i&b3>08*ky8A9y2qdpF<5e&dch<&jQDvlDa#{UN&3gV zuT72=4~T}czB9xI6gq{@oR3*tPhoW{cazzbjXpPql9G-m_X)OEtuHWMjQAwP%&j7! zT{;F6X`Bsy+7(iV1E!EhE6=(~?wOC`=1Egly zk*B)L`U+&tM!(S^<2f^gYP1^-ip{WCyWtP~eTi8pu3(SqD`j1^V=6l1QL0k4CHnRhaKL!Y?0M{`5AXBY@Z<90X2x=gkJ`gU7f-?2(Ag6T2!>4u-!xw=S!mu7M5& zKp`G(QWuCm+0V+``rR z*P~Q}b%BR=&d(A67Vn;qO8Re}iTR&TQoYc;{C@RHMArD7%%Ch=R*?+ z@4F=n`wz0F?VlVPJhokns;%4Fs5`$5L@_>2O6L@_x!P-pRG`Nt!p7# zri%n~%N!nF>7`8&O@PYIT5e-FklGn3w}$Vz{jsWct2_=p zS>7BOhEzTn>{8o%yVYVsvE$xQ%?+F$g@o_`K=Xh_<6UBBGCYjJnj$mrYe?yoP{HqN z49Lp2p?6*vyYaopp4)qdD4J)TJ)IoH*tgN*)5U&OT}D5wDc-(+%Ufd)K^FWupnu`+ zm_E3;fOPcpNd>vOKvz;#HY3p@Lwy0>%E~`_L{t>yuF1ly6v`Yk`maW zg`ibfYRgv~P|>vs1RLxHA#JAM)FxC7%sTwZBHD&f49bK4l_=kPV3`f}N$~U2w{8Ir zHpP3d4>2wyve+v%WiQo@mTvF>C>F*KT*m3DfcZQT47~J*7^E-}5D52=(4A~%n1PNg z4r+pJBZ0zra&P>%1`~ke7uC>_Y5sL-uYU2mfd?}lUm8O*Q37Gx9TMR}2Xu;Gw4G5A z4$pvcT1E2F^(0h)sqH~57y3&nhz_gs9{Y@u{Z<2kbT3D~6lYgaz!BKwgz+Ly%#<*5 zocjIMVQ&ufiH{RK&gC|3-Fhel{IiHr+DfB}-@Cu_VkV`l>tcOqalNHT>bJsXZ0|;~ zys~E>_R|fRR1M&5v63$K`f{gO=zPqx^sA4&7!LTkK2Zq34Oal+cccH!3Ves@Nq%(Z zI0a{n0LQ|#Pkp8&fkH5A%{-4(tKvH$J^>1It;vtejP^#XYxY}F=yOAcm|!gILhD55 zd&^U|g#Ynpcfszo>4oXRv=H(we8WxWYHYkWmzp_Vipv$%*fcrpXjAX7{D>vQ6jx_C zV&wxsB|Ygt*cnS%X!y{C2%l~D5HMC?gVq;3y*GL-N-Ynv*X?_&sqsP4)j`B@uYn6N z#C&80ob5-3Igf{y*qy?UF{AZW*691lf;7g<CYe&)$9zUpn@ z>+1{rS5-JvfTAlaB{rr;c7jCarCYPtCw;+fg~h0wz*+h?f6#b^aP#jcrfiGhXK=vW ze(iVYzjPOvbD~`=*zjJ@NYKlVZm%|^XLvqv+r~4oE%H<%cmhse5_3f?vF1f4l!Peko74nF$WreFmQ}|$7ooaECV%0Q|6%s&Mm#1$B!fbJb1qgP1PAB zQI*i^Ar?I&!N;jfT zlc$}Bxs0UUr|SQA9l5x8%d1DpK^%PaGoNu~5rf>AMN3?W2eGsSz;~|W7JsBD#bphR z=BU*F9$&9aaAc2r^D?ZwN!L$X_);{OLHHd5jb>)z+~Tq&w_st6;1xW;w93(oy2UUn1l%RB+Fu$fxJS`qu9h8$gaLhT$=UYdkaeBTDx~{^ST28!u5+GZD9WmYE-udUH9m6L7Z#4< z6=uugf>+mKHB$$tD|*bY0kQ8wi}5gk%e7XOHt#TE!|fX2%9QvS6{!}7FX|a>(}2_qLc#MBeGiconu%m zSXl^syq`WEa%)zw{(t=a{nFxW->Z2*@jbrbKL+HId|#pKKdwwF3ocWpSF{??^YpO{ zI;LJXOAGe?6RlvsIlsbFetR$Zgnm!?;OQMVGlfHG{U7X`WDRVUD6 zriSb!%N+&FIZdHI6+H0cqp_`2G7lMMkvV_@0E0re;R;i>r-_%>9iWiiy9nv%2s!3J zpRsRyX_~1jW9(Gc^ZEl_B%}kYYE>jW*MWqot&$PXWv=gSc%Wl4-nrafK};wmh_=qT z&XS`5Ia5TQVdW)8cwmW(qjY8ysqHa*tFx?VpD2pwyd^w3`fC?t#nt!eJO^NOj6U7M zfyIE{mE3C`ZYe}wssw5`o-TV;hQ^P>k0uMyz2Jj^PStO@uj9hz4T_0VlN{k5Z0!&U zo=lN;a?bsiBSiO%|Q+|xBm z+=FbdXoJX0+ZkyWLQqrKr|Z91+7lpBM~D!IF9(Sf&}5$iqLu-S!yT@(FK+@xX>b5 zaaT@?jhv#v&s38r6vnas%73vxaW9{;A7rV+_Lxh*xcA^xX6o1Dwj14CXtTc`K~OQ# z7o{pDFJjeQviFGmQ$MF#ATA=;6&-pb4g*H$N6&D!i+tQMxF+09rF*L zu!y(u8cFT?{OGS&(5Z#q^dRjtp~Y$!~!<0|VaC?1y)@}BfdI_r;>#}u;46WrF( z*3({Kd*BPun;*l%f7yN33|wd44t-&hsm95OhH4%-Z`(*N{J{6z=wYN{OY#XKqavib z&us_l4P`te?(4i+k^(WsXr7JfLGNgneVc$aYt@Hq;Y=KR*T1a1AGwj>J?$eJa|EnkQ zcd-ZJgmNn`Wo1I3CGGGK)OO!^kOF^0LajN6yX-*JW)}^G*wtrVHSuqZiB62S768

{&>+RB5}xUdnEPOH%7j1!5Lk;M@Iy;;GyRlt(wW#*1=&h__?xv0BeDSu;|`!LE-PzlctD<;aZi<1 z6m&}L7AOS&SlzG6+7D5s0JI=A2rB@ETMCmM^E2>f$7BzM41*E1Y1Z>a)_X;TWGTkl z&Bg*)>O$UsM^)ZXz5-&%~|CXEtt?s{Wz4YxgaBQdzUTU=Zu66QP%yq=oU;7k>JUZg7>+Fk~u z^ZAOs^ zBOGZfn(laop%ND6w~iwJB(h_)S7D%2MeGcj1_h4{&;B9G75oPb&63K= z2w_k1a%^vo*HPz*#rR zMCi)sPmGf{ogLGErIp7j;b*zgi}Ne)_RAh28^Ivp0WWyJpHJ*?vg9{eR7q7GovuV0 zS&~`KqoA3qVfRU#f%I-b7RoI5pSu96MJ>bVho8-~wXW3EpDwjg!hNU%cA9F`8m#0iL|(#<`M|I;P*_xGDpwQOj?Z%U=UXSQ$cf$)%B>4vsJ zf&oYtAzG1NOHGo>r@abvX3GU&I<`r+UWGFy)0d(4q($I)LDNNxXr3XC%G9z;=fZdJ zOcKk^4uw3ON!=&T4DS}v1wz!mwk%y{n%N`L*8!El8KSD@7Y$AP8;)ZQW_%l7t1>6i z7cT2h6m9h;)x#8(9^U4>X+XvpU{;zkwSXRO03UFcZZkx01%BYJpotDA8U_avQoqJi zmT)t1yDB^Y@L90uL);d0La_ClHvzFYs+wUoE@0j(z-#&R)WiWsUZ*SX$vh|*)+an)OGayy6Vt0>1m&Xlu6q9k zqBeD3=` zu}*$oUdwb<4%QsMiHWt4+8>vDv(W=!VuHm8bs3bUf|fAN8(y}6!^!?l$w0YH7 zy5y6(7jv?C5AdDTa}YN_|LZK)lb3vin_?NmDN&dW>(ZR}o;%yVOBq!sl;jM5)^F3O z9=aC_Qzaj6pPg6RxZJUO5R+rGxL_7lO;yd_+OAH!o-RijBa{2TZYMK7q+IufLaKQV zx#BKS%d&r$E(l~F(kmM)-R0iC1VJMmO@L@NPtQ5F-{BAs%jaw*guR0KT@x6ujMXN( z%xRo~CTU=Y*%?Qv8^d~sB7Xttq$T$a2Ob&m->I`|9UqT;nD_M&E>4^ea~eQL970xa zjMjmEG2q#MF=F>KLiFdyWWYItFeD@-+;YB^d>YJoOL=$>*3?PrmDv(U4*roJP=*vE zGHhoy*N5m%?zyvpYH(=UbURn7mJtm!s1+L6z6rJdMx3Fmm!YeZV>rUazQa~2d@;k3 zk#MHX`gUb;mc?&(dwJvvLjO^n(qLv~9a!+Q5_9jojmPiLLuQNMcUe1)7jF8EE{;0r&*)RwiH4l+Y>w{XV zysfRr$;L}%f$90#lW{S9mihJxpK@Fdj&eZP=n$eLt*hjZalG&C52P(+4qGrWGDZ&W z03Wri46*y`3wsHxG&kD5MuLL;BaUVYW{C0oPm%OE7w1m_biss?I;8N%)4}-vY;>=d zY7S;p>`B{{Ta|{85oU5Qi>bd}l|~tEv$#xU(;uoI3$)w39(E`%N(EcT+ezXFHu%v> zj0)^XW^8TC3r!dd%eJGYeQMIVGzS~x3XIcJ1l-=G>JE%@?T~1_%42FfPdNbfWi=Ye z2P`^Gz5^L$a{VTLRhVwn4J`keF(L&PhG>yUek~D2wELFs^Fu_;2#YP7 zjXe?-u8P;hUtg_c`S>at&bk2{O@AYY&+4W;0>4Xnlr&%OCv^)oPuYS-_+rO~WfhexWg(>w)2_N%+iCRqvmY2J`#JXkgz*DHL~d zp!;RDz=+|sR#8zABO{|TR1em~%(??Z;FN_g@`mTL0!~C$O@3f)%;fVL5NVWIivP{q{g|eGH!RRnYwUUM4z8uUx>802%i@{Glt;MMv~iZiYt5-e7jYi*PVgQywmvu!FKbnol5wSFzxRGfBhSRNam z9Ub0E`FpN-+dU1^06-I`cltrIKmnK+m_lS-F*edu0LtbPD)e|fRieTf?#SfyGUig* z3hmOJD9z6LS6e#bMdqSvm!ZbLzB+h_riBwJG$<`m1oXY(jcfzEf|xXC(R1QG8I-~52U^L2-vUvnjomG zVe$QM%g6(-ddn3Imu@@bI(idexaII$>)RPxk5}VL(jEd_CyFNxJX2yz@_Ct(89+XT zO;mWB!`g~f^d6y2+&|~pl<#GAXWNf;g-&2FORFl?20G-rF~PJ#p&_|>-m)P<;X3?p zxw2d@O5}5aAqRphZpRtwf5}HB>2q)?1&jXqmB<+@CYH6;cn_M~q4Qqq(&pbqPh!2? zQ&dz3ep`4M!ua)ZUd89M-3@`G2iMP=%IZ5S2AiKj%8iQw_Up$Yy6H6g0svxhCuj}| zaA5}mH9RW{B&>f4?uaj?{P)T{y4N&a@(v}pY(S|%%zgpBA>?;9$(7Z7TFGP}%5$}J zqNEJSW-d^upyv0g4jm>DO~g^9uL_YuCtuZ>$1>RbrK6)8|L$yVuwGnL1X>-*c?$Zs z;Jp>u=W+V~n;iP8srs7wwd&mSoYA}y)Gp(k+TFy~_a<~JZSbzV4|~E96mjBCnWXfB zK;%&w@=OGUQJ{I@OPbGH_)1*g-5aH{u(BC!wd(0)`fgFx%X*(cfRf`;Uh`TeOZ9`* zObH)hxL@ICzYkgUob8Oh0c@W)oL|EHcPdd@9F}TN+)q~5u$lnDysq5RL^&{WtrKaC zciF_EFqhpWAbk()x+KZ%P}-~BJ$%aLZ?FBN?lua25Bl@_E89U~!{z#bm$h|eeXRkj z<~~y~XRF`UMCso5+grf=7Ye8sLqmh@cMrR}3#gs~jJ5mCKC8d3S#k@j6c71DHOAZ~ z#o|Ut{?aKvvy2{Enn)o1GNPe$Ih9`%zja>7@N9@9a8bPZe0w|#m+HPxtA|oj#BI&c zXU$4p_b);PuEst~03nXEPA}`LU{tkA+{a$GVZE@zpKjxwrHd0!7`BkSfUZd1)c7yM z7_zOxw6RLohgex(sUime(sATEj%x9to`5;;0vmTscbHSK`#IRIXoJHe>i2iN{D-wO zJI+7fso%+p2lGurTotQ+U7A!jfk1n%cfO}jUdb+>T%I;N(wM~1udeLHeto{?DgVPx z0xw1G_}Qy+4`Lx8%RItKHPp3)kReU_ilMtN*FK_Li%htM83cjzz`s(ySr(1_3IXgp zG`yQwFyG{7PC*jQe1Jcu+k5B?ePDaOFzuA_byoe@zO6-RRS(q!zn*=iSl-<|z5dq* zh}KCHP4#B+UfY~{abgWzXE}L!;M+``jFK`tJsluQ+-t!vE#YU1Im?1`i0tTIlQL-{ z)T96eUm{vsU{sCW+tvuv8fj@q<;^tPy_Yaad?y#f9fyaBV%X$%?@7zi9*MF_R)!*@ zHZ5h8btL)sXr+9*lNo7xI(RM5eNfKhUnQ#h+hdM1*;lW-DZEa($;gKwO4Xl%H^(Vz zpYsi|-Ormhg3T#Zj%j^db5ebw6TyuR3u|VBK_t9fB>j&So;wb>qyVQ2NT5$K5V)-U z#`QKv?cKF#>&bs_YPZERhKW;0fR9bY)iPKJyx{edFKQkQNm?^TEk^hOb&K|Uwbhyj z`FiQ+l~`Q}#f_D2QSaN==&SiTCe8?cJH;JH2!Q0dZ(;6@jTf-54odF;U_o2< zkVm#(GS3KM&95Tlk34?HD(avv=Z3awH2~Iuk7%2iDTsTQK5T)z{Ct3Z^8D{&YIh80 z6Ggbb?z#wYjU06Xhb0>&C8gxSEfp%L?}1Uy>*2TTaV|K~b?F8=T*F+Iqa44vDmGoB4pzL~ z_ity5$eQ<@4uq^znYC{s2$`OG4SjbW4ksiZBU-+ZA`+dH)LG)i36TRRWbJV)Sy0=7 zbUh?mGmzOGXX*Pz4dnIor_N(AO6IwPV;)AVzecbk3fIZpYR_Uq+d9mzs^1I? zG;HhrjtL4|HyCLx$WK5%|7EU=#&=L;P;*gMsPc%Em{E8~EsiO%B0V%Hf|uygKkaa0U*Rv7%! z{r-?PYar_O1#|@<_JKQmg>`nwj2BnpVhn(R(Zzy+dx1v`zmE*fb4x;BNVvS6Fx6Y=q zn0O5QNl2@&>OI^v`e-(9i!Pqs8jq?{hePi@W9&MIMfd?VIoxmXqBZN4)0_edj?hl5Hi6VXvH(gy_z_o-wjXs}8 zNnVb(I8YraG&U3y@F)>IF?Ef8y80siv4tjjK55`u?7JV5<(ZTSZ!Vi#RfbT^vA6`E zVc8TCHRU8TO!6DP^2s^{ee7E%ZQv`m@FxltDB`OCMwE z**zsqcxTV*T37?+U;8HmAv%P-`SBMa#+8@vWp{>5z6Jq$pc!z1#XgZ@m9`xC>~PXW zeFX_P8Ia)R{o9#Yt#$d=%r+mZPVjzW;ZSj1@iydeSth4t&lEnx=cCVFT0)8eeQRly z(at^_+>3zR(;4&jZ|4bNKnd$87B7vv0Eq9CF_$CA@$gBeOYttDimGUu`RfkJY>{PZ z(N2othyl6(U9uvkt)#e7m~t@yH377$l6MEa2A*zr#Z*l$y^e-J*OU_3%Rj81fX=%5 z{)wXwyzdO&7mo$~$%T;(taAJi-8!hSOmKY;!+q*s@l&w_@oTPSAIsluK9~3BMfNX5deJ7oJ zrD5`%y{0~Sogap1m(FFIP$FmQ_g6-I!Z zy)5$7CV@ut_i)(;k*D=LAl*2kChmCt0nmQ&e#FSgHj)`_y!0DU6+ zhv#R`(Y%_MQ$f;B{bsoBqp2N6d&w`TX_)COQ|$MN5GCK_{?)k{XQ!=)!r30%kXtJ7 zr^7N%=2sHXn|heH)qSAK;>DTa$=d}=MYRtuyeq$U!h2DYaUEAE+5rgE*bHm%fs%J) zpCur3rgDDCvrzRg)EoXw-_07Mii}P1z|w-ab`pAcyExl+{;)W4C-%NJBUSZRTwI)G z-Td=L&fH2{~29-?0-JhK|+zVY~6uLibW)e1v9Bnfo zfe3J`3h51s1BdbP5s7ExOP!Wn?97qt$H>7vSfJJOs_d|TWvK$Vg`J^3E2Ga_Bf2=n zyc(1tr#uLAk!U2fUejeu#2-63jD|)oQ)=Hdv6|@$tzDC2Mj27Kf|TfpCkBD=#t<*5 zxnk9v+!8OVMS&gvz~#im?G9xGNSD1TjN{!j0R=FDyS5jbn-Q3T-8O%IHY!UbKpsL< z_t2#W{XtcJ3$L*rP!6@+E}!_1Q&Dwu|DX zcVe@fl@@#a`?vOIx?l|E!mb>m^9llC5`X8-Oc!PH)B-6j-M>jMKW~VpsEsVL*&}NA zE?rVJ6u$s7j~94$85%Y*AEVv3D@)29wDIXyI9ubl5)*@y6Nt@QmmO41nvI~S-l znV+V}+tgTZHh=hdZ_by6ythC}@3^Nzg4Q(qmPj3*V2kc-@m90I!1axLft}z$!+OX1 zd~vE}_KN_Zj?&4;>ecm{m1;OgD=(RN&ZZmy>C37+?aSKvGK#KNXM(bNEw0%JF}1YU zKavWtkrF64;|7tXo{vudv-GplR@XF_`5ts*<8+24OZXo!=j>l%29b+aXL!08Vpx5% z9lTZNJFm)0lK?hK4!t?x-R&CF-sQ)ls9kr-yWIkyw!vN2$$qq!o5#Qk)LO<6ufMQP*1njv2OyN4^&%UO&`^^v=F(-Yfkf160QS(QS( zd<8MA$#t6d*QTisfbm~TqpayYQ|#jLw+Na#%<^tN5@O}7(X1SOzxDaj>sNI!1_F1W z&KihF+z;%{qf0suK6+3rPECKQ6nNF`?7vd9%#qPxHsK^AMc)_b)bYk#un}CG64S@R zuihCq)JjjkT4XgWBk0u#%8f>`p$UO93$MkYXz+KLJnja=w%ZB`;3H+%ZVd1Sdt3R zs!{9;4A?nyGQ1xV4IMtBS#8(9>1Ma{m?PJ+XFe;sx;jAp&a-g~MTNXCbjArH^FFk3qZX2vrj35P zDFa7|;C`?1r(L7xbu zks)PPA(|&P^9M3$B`dRR>H@egWKHU?TbWt^+mQEL^S`n`$uEJc0^+Ykh;C%tkp_{sD{1AZ>9TTW{9G%Vl za4#DRzq<)%dls$)=BmucmQ$A30_T#?_e^jxk;@H9_XF&E$d#)*KtgqkBEmG{fN>?d`tV$W&RHVo>ET6Id^$7LN|}t5~GG9_~}CZuaFq!=xgFS z0ErcEwQ^BoczYkX6jVmMIZxm`Ncc4q|D za<9BM4ZJ(u`h^Qa-l@QVpRDkfPlZE8(snP|wl0QZA{|&c9u9Bk`F*7FXITLJ=m)yL zvgOYP1h+UAZ@mPl6pKtF-UNFgYB#VUScxy;*Soqx4f|$cu(Ppyu75n_QW+``4#gbZ zfAx#ogXP`lb&4*Swo&CTI_o317KoaVUJJP7@jY`rpHqbiU5nq0>pCnpHi%6E*|4D! zS+~GGM33`2%>QinRB9Ax0KU7PIC>Pp*wjZV0DpEunyWl-T5gha&l}5Vo)Ph@7`2E+ zuwnCiMdp{%FM1Hsd_6>sJdkQNVHe}~n?I&9i~`PtzQ@4?eXrFZE*z!+*6m zB+{wkWFnvbT;ZTbk2UTkx@C=ah&4kOCK4pkM{%S0iG;8=jWHNlW zbb({pFxx8DfhKr&HiAZ-h5#Y zTq?`@R)ujry$l4BKmH}HPP1QX5Y4ApwMDiCfc`RKYQM3OUUm$0lk5~xwxE@-(>QsqT} z39xv2{m*Yw+J28qbb2faP5>9^@MEEv8U;8)gEkwOniQ2uJ09mKP|l`gjthI-uk;BE zfm_rZHWf9I>5Iy^a+2AB?OO_Yk`@Q%v_QxGjJSI{ab#L8*yR80vG2;1IsRg7j7JTIZY$C1dv02Yn|)EF9ERqU@E48ZH^-VC$LWvJf-LUF@aqXVP2cJ=i-!d{>`n~qr`q~nM+fsA9njeJ7T zqI0J*sM-$FqywCrlMFN{H2e{H)p#-t(~m0e1`eRu;IGM%PePJAfbHD%(PFLt$!Rt? zgO8%r)w@8Xzp}aRRssm3vPs3C$q&|nwa~E7_v|EYo_UI zdjkywVA=0myM^g@U?25yJq}-?pfkUKFTdn;4pOO#@DadGX6Fewqa+KB(OI}bvw{Ww z`8uZl!JWb*sI>{q|9>ofbx@S=_x2Lfv6M(kN;fRsDV-vzDAFC$C7se80v}pJx>Jzu zURt^vN#EP=?{%2*A7+{7**ng;&K1no(dQ8*Dbbz---)9=9f6v&>F^_jlbhQq8pO4Y zjG%Wu&%rVBJ88%DrA{K*U9NwLH|*(g&|dy#x!uLARA1j!L+b^V=2;;vz7!NXPO^Uv zA>XV(zjJjm@dTox?)U6TdqtE^4gLO@#gmAeWIc|HT`TI0XKmJS&G^@iWdAdfbE;u)$ZYu2flz3AOnY;R5G(6zdY)Z*DO zPmz<8i+L$dnT2(-?s+*O@7%QX?|9l>7O&`2_~XR9FcVMZB+WA1x2ANK@yhHVn}du7|+{7d)bAia`e6Zd<%<)Ri92AOnq-||lDmmyH4LVz2=p90hl zMKAYEn^iPk=V31{QYHDn#loT>yxLyisZ6=JkSOM4yZ(Uq6T2g9BMkr9m>eO2U!M00 zV$+DeV>UEi`38@;Rs(}LUfUACNX}0g!IZ>f$ir{7Xu@Mr$}|p4zcchc@Z1l0*>96a zZrx242=*4p7{Qp>(;Cb1+`rX2D*1VA`)F|2 zd~-aHKb7dN9Qmu(T{+q^y^sl`0HXlyi#d-`!+x_y>8!P@=)2N3-_LgYOPN%ncxD|t z#5aIQa@;i`EOzlSfg*jls*5GuYj}`|zDev-a*&R!__eFkJ5d}2iiIt~8##K%*Szd% ze}yI;;ge)rNpcrD#B%O3 zzLT(eOlDeiHL05Ak9vtjj(&X|w69-si#TwT`?)q-@nP!LiMonIJ2ZitV9mWxQly8> zFTv4+-qyG2GZGKgdG^%WWI(@7I*N_Mn_QBn2c&^_eVB_$)9dT=l7$qt5nnLTT#P?^ zQppkyy@&K~w~xlu2l2CS7-|W=DUB|ui&vjR>a3IYtT^R^!B8MCZ<`3Rkg|>o-lYFI zN2}#ULYe&N4O6D$cwS-|tuI44uGn_Vess$%v`HlM&VLg2R7hkI{+apljJtj_USdWxkKK>D zIU(nAEu{bOLtEG6EJ}fi-f5v%l(HU1^<)!y~w?Dtq(Vb z#m(8FA0AefNF8f`JdZ4*{gDKXi7EmGfMU+uT+!~ z)_;2VC$Ry+=dzuhOG}2ZjB-8@)U^eE_%E=!wdkvLn(+V47WCOuz-+-9Zr>WrYhav^EbKqT@4(KPgIr=s&E1rYI;MpGJYiR>A}z3ZZ*cMjebu z^Jq^=P78?*O8mSa_5eW)fg8_Nh0eJubTuKkqIEb7tz;50m#TeS+0G7$2GM>-^=uvf zdo8o3;9^XIum-$>jCW}2XHdXZ$f~ieVSHM3L1AWomx#8Kn>MRiyPcQh+pphO8KzeP+aRg+N5JBMEv6j?2GOX zQ7Oz;Y36k@n`L}?J zk$ldpGGa7;7VaAuqDudfOV2+`vPf|3nspQWX%|n=lpw6bcgKYXA;Y_ezzRdTmG z6ueyU2^B{$zFB;xF=+wG)KTO&yf8W{@!u}h1$)LdZK`ib{?8F&*HyR?*hq6nTWC$ zS{noSV4SDYrCG7s%?Yt>LF1ktufJLC7CZD}DHyIMQ8~3}0{$NiJiinXUvm6*Q#z;y zSBOIhEvUbWz7`IQ;;H8qMb`)x`3H=GS`{q8cVa#hyhlRP$X`x?qr{>$MJ@-w|$E*UX#cab$={OV#%g57Fn(U@m+i?`=LiGqf}@ z;~3)S2;=N5aa#fPa9h=T-iYq+wdpx6r<42`mzP zzaE2_kBkgzgHRy-NGFw$PnRJoG(s4`s#RyEV-`FFKhmlCHPrupxbK-ey{(z&4e?=@Xske z6@o`W*cdf9mDN;7l$DibKzI=VRfe|CuiTz&{#HCzzixa-okCNAWMo@nf28t7lE=(G zXsKG3w3cdtjCn#J3>l-3H9x-c`HoS|WV{{++n9*>{eA;$n^SaZG1~Af{@z3jrK*dK zrZ#pMV$j`JDw*gaz#@)$*+~3|C>i=g{ex@2%B;P2th+&BjUPYtH0&Tqy+&hW`18wG zQ`Y<@KUWv>!%#L1}BKW~G**^u=s@U9H>Kpr!2J z7|7UfB}yX_l6`+W>9o$+ygg8(UmOwC_bh*-UrO{m%5!3p#jNe^zz%!+<<*1K_2R$@ ze(G}FC)2T`9F1v#TnvSn&l?m9^*8@eOP+Sy}Z!zYnnw{ z<7!aLx=-Mt@=eL@{%Qg*#eL~1IZ>OOnFw0j)Q>k?$C{@T4u(T6iv)vzY zM~96rAKLx>y>-Tsl00UF`B_M}JMV;N{<%6Z9SJ{g{7V9rVhlF0n}1dzuTz_MRl#OL zR&^3HR`0@84a&$3&P)yu=D)o@P{kS_C}ZXTJH*DWA4&} z=)wK&v?61#L)?oCEkH{8H%R9DvhYDbI9d5b^iof82GWC5;cn1Cs^d49Rs->*PN^>zLl?r-~A;{d7tLKY*aWV+OA`NL9V z?gHn2L6ViPYGp-++>BLX+3nKsKqW@};~GPZkyeW3kB(KJdvi3MFC4sAY3vB47A4B! z)XYvcvOf%Xj$dWLkQ2BKJSGv7jNh=sJ4!-x^FeCdK3MqdyLF1O@70gLLV(^YOD0qG_&Iq#Jz^5-N(!f%>DPcd zvS%T*G+?u`62D?#0O2J0=c=_U!StDjpO-%mw}`~Q&o0a)M4YrWk13*emp)MZ?$?D| zC~6zFutd9HSeXcd0mANB&pQt*tFznIgBI#N2rL&ffI17;$URN$j(P6l&n zUZ1oePru+!lyipjHn+|3$lu(1bC0WTu$6q)VK1{5PZm9M2nTvA{+^i|=Lcy9Gh-BJ zU)H^De6RZ0!9`Pi8H`-(errAKxIFF=kZ(w3KiugiI*0ta5{m^-Lf=XQyF-8Z z;z@f2v9a7qX4EEuX9&}Uz(4vJ_0N7y=gC)a0uGJ&T#2VepG)J45~_HE9IGP^sn^On zAP_4UUpIO?oEKRi$+bd@rVo}B1~PlbYAQ3mHsj>;gw$$REFp|3L$*eN0I`s@RVeO6 zgD`9A5qxQ9fj&J9cBWZt{>Qb(1%ja$SZyef+x+Z&C1_chIQM z>MIf#-m$RLn71S0B1a-pnfKh%24?E@+m70D{X9ab|F+mqqIkPRxh^+a8hoq!^1jk6 z|FZq28-R@zhI=l}hU}H!Q+QQC^aa9rkOPjkVHTP?VkQ)$Q`Rp7LbV>&li`I?U4E9r0##Unk_txGEi<y!8z)y*rtt@W1?|UXm~}Np}fO z4z`4-tYK@CCDyJjj8rXur$$A#%QxoP?=7(MtI-XFbO~fYKlWsLLTY zf8SDBPnj$NmXtsK6LabfsSP^Sd!`uJuIM&U7Nr1`l0yHD%m`(#uFpDRcqT#GI2xWl4S1<@m`Pv@F}A0c^* z<=8s5`NSJ%GgZZejn$o9Nd4+n;N>T@1}csE0kR}TzML{5C%|h4_jP5a=l)MV)oRgF zYzR=^Toh^2=@Okjy#l()ijlcqtt|YX_1!jzBeR>iUz%Lr5$My}T`onCS`XQv1T0n9 zGM#;F7HwvukMT!?BK0X(q3Q5$8tz*~q6)Bm2Hfebq>agixsDrg);4^Te{|9>NvcH% z?>)*>!vJ@)7^5K3Nk(2mRrV-?3WCouF-yxEjk?~R|~3Z{7FZXeJ^ z7weH;?quSP#;Ozgwonc#0xvrVL+mjTW0aEZ6z5FHo8K+el|(3VJryal%m*p^|8j%h z%JGSVS9+O~5j|O_3?5NbP_Tqv=+13jCHp#jEIacpYfuz9mVWlHvONHR?FVl@V*x$^u^OagBgN+DMLpprUw(KDiE=JeaZ;di43DP>oO+~i_^YKaniKH}{ zE(n9ZJ7i>cyG^GtFnZ*2u{cHZ#IHGjM5*(P{ac8ZxAo zO$v<$b#yte(GoW3>8et>EgRw~l=Vd1aas^I2`)Wa0}$Q=cvpboD)DBE!s_So`Qw&nKMw3l?k^u2x6zu*o!^%Q?AL7WmtE1XV`Osm$~l2 z`}*Eb)2PFRZPT=)K&#Pu=!!;wGi>I(7FO%_&lg)!>LbM7oel@rU&zMNY#9@;V zN*O{gwrgq@hTqt&Drc@DN);{t95U}!>FO7)B3=^}5+arSbN|JbM+SJ2u_y@A$X7t| zLu}E^JmS=!KE|3M@ge{}B#|;(SgO_wH^SdZ1s4Q73>{`L#eWd}A>tN~zLHC=8#bO^ zlw7wV8QQ?*5s)mzDby%Eqf+NXZ`We8tc{u;Id`(CXTePmi4+#lsWp|y&9miWHYQnm ziB0f5BZ&1HDnP|;Mv|<-voD+frZ^>qy-mpYt;n-Exe!le_(>Njpc7|iin#hdt@Q9) zq?dxF%t*VmT#VAJ#r?j80nyQW1P{8NEuA0c4gT5LRcwj;6EHRzW@ltr5Bz7};@FTk ze&B{}cYH8OxFy|SNIVs!9)pO$>@E&*TOx|3br`jQlcb68iFQ=K8C2bQbFnowg$bls zunZz`1^2&le8XjFwk_Q+H}LG3aYQz*>ya!dcw4QQloLwo4^7w!>_$6_)9N;yJ{^5% zYyGgNGgO@IcN`bYqgF7r$KidP+s`;|@L_dng%2$#sId;*ebBt(A8)zKi+{YC7DSur z%9mgcziEDKjDAt1;## z+w%1A`2UPX7e?kzun|<*CRTj!dZz$y?CUQ+0ENrul27P_Qt_53lC$ukR%PWcxLyZ) z;jW%OlLz#Aeq0<^|^#a|32=hWu<2m z{}B}v^Zj$WZt>TP?|IN0j`sP63s|>cE|$g_-ImO-02 zm9Wy_;K9Z3#(F%_R^_q6SJOG#vmCO$W62p#kljTm(YW_5uTA6#`DRyYbfOEo$H_}W z->2Fs^`5@!UXHqz98QM7rL8A&wn4l}Uf+iSteq$WAxNC9S7rchUS@$qc6DG+sWd?|Jd>$xBp%|n!y~JN(k3mAn)NBG&3hV5WmgvvAjnWi^-%;g2TztpV6^tTkfVAqguFWq1U+vFHL&1 zC2~~0`%bhyBG)^~l49(2*{$^ME5>g!wz$bzfVwI2Q@;ISDzq{yi-!II)}G6ZUGM>| z9%J6FS>2s;41_|Atr)&YyR9{twuc}z<@MFMXDk#`aZ5lpqX3)OrpAOsM+vYQKkhx? zo?{kS1>d4o0aU|2A{OFcW=36D65d#7Sz4-|L5*)tI$OeiCvZe70AVeEUc|x1R!)>M zr?}$0;`zG*Za4qfWl(XyrgGoRb99!9vO(y`V;;N^o3S4~ijA;DH5B1}_d5;ci*iL~ zxf2yc7sW}UN{~mn%+MCn33NVN?YPT-Iy#;n%~j0+1kG#hTUT|YZ#i*Qx28~V4J(pZ zx`q)KN(8LHkY%kP;~QT%@a#6S<>;T(mt;arM7(8sE+NJe=u@Md75(oSg4C*> zS?C_zu@tdqchqW^k!?JUy1+$4We^RKIuDVk zwbQe{U9}>RSB?w=6_IId7Pkb~g}n`xr;p_g5~TgKq{WVM`8H+MUC1fCiMdn~tQ+S_ zKRBihm7!#JoC6&e`ZLuyp&;Su;aB6D6}8ms+vLN|dMp*%v+T1^Vf0p93 zX=XWgP%g*x|2m=Pez`d&+(I}WRW|Mk$1io4|O?)Pe0E{xZ7otH8k_o;$40ouTP ztf~+%(Vmx+_bba^>?Z1ha~UotJSyYgRf~ElFERdmb%S7;(+%h5?_v+`!}Uu)HmT#X zPmXp36;Q5D6{fsD@BNYE{FNFh=B&?Au4Z3hp!Q2v?t!Ke++X>?_D<56@~!k7VgS1}0(N%oG-xB>jD6Y?ZxT-n>pifN)_{_D z;+-NxzUfcBe0&;0tZLyo%JDlL{h0Hxrow-yT1StVvHkuiqOo|-jU=1^T`>p=@9bH- z*u7+88&*>-5d`a-aQ`V=0mr=#w@o>F%&%I%TeaiAkK*@lf|hju;Fk_G&Gj`<#4f^d z*0)C|BrWG1duf;4N$$4E?KAT=rpj&&J+8hO8#P4jZ#0>k89&?yg>+nA#P!Y?6fN4J z4)3gJhtu;|u~N_QQ<~*jpVapp+Uu@x}An$D=Qt?(bdK$SPs+H`a%c>PbimdoVn3B&wV| ze%@_-J~-(1)5U8)rNiN};pu)gOTckM*Y8R zH)D;+#(Vf3WwpMV{bqVb6MP1DQ!Ex+r5m8W9} zd+1`g2~vJ%6ESxrjyKcp0sd#vpZtej&om6BtaWR*Gt8Q_T9Ki`Q?~z>$lt5F6Y=wY zS~j*1c~{vSCK$D!_lSNiCBhYmHtp=;X_fR6Oz+pAR4;0|ZIg?s9b!D|^jU^e=GgaV zT)_ipcJY=|BKcJ%4SEU8y{pQcl7IpLXYEF(3bF#JVfIBV8oXSuw6yn)3b+hELRv37{QR4287+T-WXwJzOM|v`08aPr* zK8~#UEx|yl!y6&m-BnONcjXcy6_i8f==A4-9aE_2Ho2@C^6F@2Kr2J9L@xCoEX!RW`*2R{6H{vbz7%B!&O_)k?w7&9c6(_mp z=exvW{k$yA-i-QWe+mOrYnZdm>mud=eq3Ca0VIa%H%ZQMg9W-5$;Kwhc5svitkLp^ zhv~`78e=XI{80HSpCr6v(DeIxpBIezo=caQw!YzSp0s`0@prs`S2b@OTm1#nxjl)5 zG_LebTnfbv6&uE(n)i^6Z+l9-1O3@;eo$ z9ri6#x~v!W40(*LTbmV3+p|7dV75Pg{9qtJ)#4G$^4|89L7_r5H*VA81i={-LGS5) z^8(|7T-E|g4fg2w!MlR)ZYC336b&vgPAhW(mf=xfzpAx69T&Z9t;uI|+`XO%pEbXd|)Y5|MZ5P-|i5 zVB6lcDSHY_lH!Di*Ru*Rmb8Jjz-|-`=AL&GZNhdisG|rJR~wvbFWuN>BFyrjN&6Q}+f_Dd{ z3}Wc{@+@<1hnLT^TkAeaeS2a|NZCeJaC5h+;@l6lZyK@RI2;HZi>|nsA$xP6Q1&hx zx)B{bpzEaA54;nM#f5>B3-~a^l+*Je714Irzdpy8^&{xHdD=MS{s@pO|7jJ<>aWkOE=y-30 zca8+!yFJake1!YV**o7dqvr%uxzz=pGO>(>P4BNrSkQ3UU!wlvR9?uavyd_)oNaYC z@uWgU8EimP2s>&q!lyBOhio%8G9qhR&O%TRNZQ+KeqVVqG-p(hw1Swimw))V6gEtt z=Q_y|bfd>78|n+`M%Z00``(VQq>>_ z2x0B-j@wB!JXr)O#2RumU+?8Dy$a`~pM`L?F5xw&pck)}#At?|3Ip2t(Qg`G zPrXllP-sv*=CLaw9bcH(HVVvhea6m}pPJ!ma}a$)AfIGLOW)5V6sPqQ@MZ}&KPYWe zkfT95S=%&>%C?-N2TOsJb5z{xZV#=-@9lgH15bb!J^~tkp6Q*N=842@`a}c zzdN#)8yw8Nlp*bO+dKMGIJ8L`jbg29q@UuH70>neFx5Rjd5;roas;{o_~5 z_O-zff3h3f$02)(A*xdgBkCYvZL+QEvl8|OO?P@Lpfx!+w*`K7BC(GEYESh+&h7)QS-P2lV2AwB46Amc0UbQdC6 z+Z;*lYuPruu*-OpKVAHtr0xqi?+Y-?^-Rt#0pk)3vCnw&KDgJeh*udgCjsv<4fYhj zGjrg-_xF}~CKV+JLQmOq#pTxXhTE9(M@F&0`ioKQQ&y!e+LQUWBc!udH1py6OT6q7N*=jf? zl0eEEoAginhAKsQQve%TsQ?t1N=Ad}CO@;aTpQzf`huLRPer3keWS}PcPS)RwWybj zl&B~FN-V&3VmOBBPrvTd%U`}5cBob1Cx2FhI%H;}Tf1r!o)e0OUC*;BCroHNDPkk= z*iq5RdlX4Nq-xMCh*L@8XQIpN$;v~xDN34puZmTDd)bRrvmcLV$zmY6LGBvwkp&Un zlm8@a;A#JAXPo8U!j?Z<{9XG3Ts$8ON7F>l*Fy)biFM82rHfxJ+rTnL%<_jG4UCR2 z=U}6(v7aBqud~4s7^E%((ikBYN_CECi1mjS+s<}oWM=tG#UPJ;vEF6$dlDuGVah0| z_E#kFZ9DR=d;^cbbps0WT(*qtr|lCPc)Otgg750y`DkZKuhr68*Zkt8RNwJ)eghE! za$*@o5%?{a-H#lBj~{zRs!|NaC`@w)@ zH!$#8!!Wv5$^KK*8kWpV{BmHv6)U>rf7fa!5Ph#`+mh%b=FwPqvL3(Hv$kq8USJFI zKDo;_KR$q4r9Lc}g-e1A#|6b675h)1crpsbwKS za0xR~+c{th5IM`(%|>2LR%;CL3{{PQFmx%R%_ukoLsRx()%Cu!0)DlBHyBL3T}U~! z1#D3405)f8YU<*`yExFsW!fV2TrtVzB&L3pE#A?x6Z%8vMLjFtP4isHKXk^mtr?_p zuS*TuXerf_)jgcw4xBGOgS?=8+%2?4#k<|_O}Hp(-_cQ_=>=O4w~CGPejdq9%xPma zKnlrU1@Vc_KSgqHNO6!qb*PUY{Vu5XzeT#n9NbQC1;68#41Be(A-l~P^)W%+yH)M_ z$yy9xQI+4HNJ~A^2!6RiTF}@xix-c$MBePW0ABB z&(_w@CjYQaZxL>m=;shdw^g5;ndk+-^AmskZ@dz985)j(8l}mvo7tf1*LW!?jSta$ z3VrCt67?+F>x_PUr<_cDkfs`IHzd~yw%Vqz>+{2_;br>R(??KAtt4~RY%VO?$t>dm zmW&a^?(r)(0`q{24pUn;TtY`Uw^gvdh0U2O+xVgaJN)PObJ% zC-_DhmfdU1tud))BQVR#$`)*{!x^&Q>gh414DGoH#VN?x{~`d!`H-G`@ofidDX$QF z-Fh2_T8Sp@H9X2qat2m|TZa3Z9*S zz;5oDcI5>n%2*r~zq%-7$wnKk#hqytZ_#hT7k(xD8(r~#L}EMHPH>hm0<5DWRC^NM z7gOXMD@gJ-`+VXkQuW<_J({Yu^$HoSKtezVjf$EO4b|bRgNzmjf2p-xez(mOw{>Qk zL~)IWG#Br-4GFqGT?kELsZ2EPS8tcyJFiq*P;tLa&o)f+P(8Kp+LXZ*!I$vR4VUp! zGuSZ;wQ9h)auV%-TomAj*OQvHflG$;3IODdwvJ%L6Y>0O?_?sQ1R9N}ui7YiyUkp` z0BtwF8g=3;;k#?fyQOTnxR$<{IRC!`G9YGO=JW88C=5d z*SuY~A?on&`WF*(A9w8Q-H(1b3eO?zy~JD8>j#OOJfrvF8s;FpMKkN+mq2bJ58d>S zW9bQaVUPnIGTM4_uI`2Br)bassKAQ@m!uubc-Y;YWtdBMWc-Dwpi)Vxd9UhM99BeV8dVO zuM}^M$OSKeQ)JXuijY3}zi!+ls7cxOAMyxMaRdkT%*JrKAph7ZE|A<#1oGQwMn~=e ziwstJz(Q=?uj0dyG87#hjXog7%K@<5r09j5hjH3>w{DWX0gW9V6H|;cSR? z25Y6jViwy*4?R?3gj{-Pxhiz<5DG2v$dzJ~QfkeU{L|1|+~ecQ8iy_Z`0&>re1nX+ zXh8&ILGq*pLF&4xa?pus7BGzC-XDgkw0-GE&!t<7Ve#ai?y*Fz>1r84U{aTC2Q0ls z-?fjx528CQDJN%e45-=}0Q>maGvYDEw~Z2KH~gGvl}Rz#wi{Y(6LEu=k<>PptOo71 zR8&rOJWBir^lfjT#{Xq5WG;j$YkW+fW!D=J9u4_GAVIFf1ZnK$DTxW8Y+8dkg(TwV zK}(@h2^4K`JCSBkau+1+0oTay#@<{st9Ul=a+Usk!?sGt$)mT{(gf=AD}=^ACx6?tPUQu4po zEv3o*XRNH*r76ja%_wouwN5;=0%Rs?9CzB>VQ#=Mn;yzc8|F@3pi&h}b@L|JgJJ_& zWhR**6%i^;K_VkpFmn*2!S#w@)xmhXu$aBU9gwABVlH$~f-q%|wBVvCON4b`Zu5wW z+dhXuoya`kl9SgP$HUa2MEWQ(YBL100u@R;Z`vmZU}r%fRs39c8kUyaQdDXhygxkv z&CFHh&yzS;PU_5{b$FjlwYt%{OFj=5tdg(X)@2tFzwwl52Vq+0ocBM&3HIvec~4x16hA-v-ybQxO7+~_Id0`Fr5md zX*|d2k_t}H*%|VeS#6WFxUdMGuw_LXanjm72NF>?H#Z;lPL7%$i^w@}zxWd}%5M1c zLsC5#inso?DrwPqUOzpzXvgyXX`N^QC}rj>!Hn~kKNJTYjhYBSLz_W?P-SX^G#6re zWBaSgb`d1oi{@kua+qR97DXzV4{f!|{{)Q)as;pszIjRfwZXN38wo;HYxcy;K(nKq zTJWOoi^fofXE6K~m=3G!MAO63HDDqJT-x}~J|oKm&?4XC`FSC%o*Q?BwIvj@CR_Vp zO}>SRnxl~Wh82g}S|{J*EBi`to5h~=mjVg-jeGRheFQV+G#yKo z!JR7s?{Jp3R_!X8T8U1tOnlKKBAfY9dJ6+k{gEb?5X_DPVDf@p9FV<@SEzA^H?NW# z8vJtuvJY~3G@%1cwrODPs32GQnbE|`_ShcWltz(N0j zr)U!R8tsyKvwLAlM}Xiz)g7`&D?CSgg3a#uXiY`!=$~4SRFL@zQ4wAzjv6eu)ieg? zZE(qhcfE$5QFbR$~WK{P1mP zvMiHlvp#iOvo47D;&z*jCf#Y8VpHyyclP^)Xf7J_ep~3ItZadHf%XwtR|_4wmF1Pg zB7S>UXBOLlDRJYZqO5FMv%ukV*7Xs0Y41f`Y~i^(Cr8WcL|H>r0)RI}&`=?)ePB7* zGP}cq2TIz^6r=nE!ma>}rmw3@FON4ehul1k71^0~DEW5`>m@L!kADnUvgzwi4VrTQ zZ_I7y^K_-s!=Lx@(;#|5H#`w)mEk&7>}19TmX+qN|1YzE(6zALhGuGY26^)a4CIM> zW>h+4bQ-*4_8?6uLfPmtM~#!-nCx;NVLLP6wpqJERbP z-Rxx#huI)^A)+0@F#c=&`IMF{UNeLm0bos|DNC!ZQhQ_5a`sftztX{du~aZe$yTl$ znRdd+%L--%bs}H_CRW?DGxT@QL^ou%)_|VOsO?LtiUlSvpCkIms;nrNDpbLo`QlrA?a;t6CF2g70o$43ZNH3zR89~hPn>3t)YjrYsOaF0R+Iht}qje%MLFqd2!XP%M zX$@tvZuQlP>Walumdere)UTmX0X6%@iH-}HT?Poo`^0JRZcJrnNGW>K$>hu>zgiy% zbk`Ur2HqZPIFn2OKO2iQ0x1jDiS;*qskX2v{dNswOYJ$f{E%T3NU0SU+iSvLh@~Wc z`k2@yU8Qd`#2uY$bS(JIbAlJC6zDDs%R`6_B<91gk~~d%Iie)ZI={IipoEw!J4iA1 zak=ewjLvW$DB#~ zg--oz?EU`Ry#EXV%EG}>_X!sH2TG@^OCZR9#SBohG}}EKqgP@d61Hi@{|lBlEv_$4 z4isN!(;gX3@$P1uR9c!s)kw^jIP^i!mC=xlE}?rCgn!cnu5d?ilykvd)|OzzqawX& z;KPZYt5Sae(6O-*5`P12(C&tJilkBBxf`MV&livXJW3rll|Z963Sp`HH(k{ zf=*$UHT6Du$5>hw-q%Yi)XJv8N_o0g1b(T4f5x zI#iwdi6?{WWle$e&{;=b5Plv=&-;L9zd5@zt7^0~mli6!d7LEirhni+gUsJWg*%m4 zclhP}#$ajy#QQlO>nHLjw=~odJUGai>Vx1SB+GP`G22V(jL|;EzMY|QY}$d05D;uI zuB-l?VM-MaB8!D~9E}7Z34{%!tLx@4**QZnMrqYAd(aE$85-)>YpZR|_A=_{mwB*2n-*<94)82KeaaW@*UHMkBdK9)tJY^5 zo*Nn(wxMz=wTMVQW%2S=Arqn3)9S^{u=ZQ&?PQ=vR^X}df;;1v*4X@B^5J#@`i5d|dv#|?m}9_tL=8aM=@(!|hBuGm&+)hvxQ=Hl1>0We zvT7psea*zk48^8G`G%;DS`+M@&|hwclNlHr;An@b4J!|^nkndFqZuQcMLg9ZYUN;A78Ro^2VoR%U?w zt*`4jm7`*s9w-PEu!`n_{1~V$b^PCHd;pwhQ8PPBUnF)rzB1clrb?N6EDHGy= z90EgvUk)_nncaO}J&jxTWb@mrlixA^TVI^{Qpkl75wr__yayBVFWFLtI_}BD4~l=S zeq(3P=lk-VkAbilF#?4S1?pyE;8Mv3!3o1r1qN$Kzb$yo^g~Q$$>i!PbgiNl>oh9( zO8MGWI9+?HZ4A_{`sRUe%7-TQU8f(KIR=I)N^gNp@!oZ!fcVr=$$9`~z&MT>OQL3} z!VQ{05iq^%UcoUASFV=9o&NO+M!9~iQ^%ba<)CZ;Y?_mOUM7=Hz0UxRLGH`#`jX))9*o{lEA$3!xjz~q8b z@&>w0yOp1xZ?8GaUK`Nc%d@8fFAFxzZ|$}r5G*Q{lX1qTYkFZxgn~SdJWoA=9q00+ zOZ9q7^Iodu>>CjQY-Vm*69S?6ow*Q1nple1N?>c`h3jK?fGr=iE%JZwy-b@~MO76C z`|@FbOtk6;k-nB?X^9ycvcIM}AC;rOfCQoh(zgvyGzf$|7U|=A`1^&{+>E+^Z@n~H zv(A`tCSps!VAf(c*%H`v9|RBf-X`g)y_4z$wpqX@_xx`xsIxAz=8nkekmWw(YDmf5 zV6kAhiWT1%y_0fFWY$brb~A}X=Z6GskLUfqFD**|G*3(pA0Oc4ao3`;iC8S7&*QX$ zQ9bcX!jE{U$2W5~<18?8X}4c6j*9qq&u*3NSo10ck@KHgzz(~R5$!uc`h2P^V=k@o zut7{OK~!W;FOMP6>!V77I_mG-@w6qQ+rpEO@Aj8`XSmDB&e@E%Mwg@gEr^0tQ>z$h z(=-Ot(^2pA!#}U0KEO6M@-kM6zXR_@xlcNmd%}nV#1siN9E*dqhBn2RET!un$Q36BUH}JI zy$xmI>oeg__@>l_D|66nw#GMY>LQHd(xDmx_8AlinLpCJKkV(RH`d<`ZM6@!tlHE| zD~Om6f)$$67i~&R3#cvH#6Smzl2Pg&%URuQo?xl{`6+V=!zA3`}kYX}GC-;9b;rCf?L>yJ0K%YLf`bH6y+o{j+6X#*oep9LI8;h{Y%@yplWHme66 z)gpdVJZjcuYN``9nVm?n5_EEspRDx>2xsB z|NXN$6x7L|BkzQ$rd@te+G$U1qE)PrY%#GY zUo!k+puf_r`ya#Ytf2DUO>Pd}3F}UjUWj$%2-;cR$4oA+%IC6DTW>Z5JT;yLM(`yL zwyxyt>YLmjrhPm4Z=0+ve5D>f`TPg*&zfO|3if5{t)&thyqDh@9XSmo>X^lN)t|Yu zd}Ed%GM}H?d&gB}i`vl}`YFIR(BFY;)z08^TciHK*!Ipl)QJzMyCls4&}z#+{(ow# zeFtn3XSa>ZzmFsj(R27b^vBU6768*m+3KN~KwK(wDdQc}WhHY`bWY@*$v|Tgq|OX( z+rmZsFZP7~gpfmt_u*sBT!yKkR697t)Y52U0yRyxno0%0w4JNeqUZjrP22h|a3mWO zy`Ph+0v<^}EJi`!!{4&Ky$wjGxwwax%QJGPH4?2jsxMl*O1cEOd1s#4AXhdjJ++h?ayUo(I+v{YA*|yu~ValXb7a>=l!jnay9CJ zHr|>dIyGXiG%i)pxZ08z0mAvf*Ci>4zqg}ffrFFPHrcArS@4`WWUb-v*D?F!BdN}U zr0xxU$L+~;tM>0;XK5xe=VcyWc5F3MpnP9&QaZ?EenGLNJK+>$xx;Y1eD+M2;MG@R ze_~B}@1MzH>20bL+e>eX@lWw+pzq=FW>Tf@p@ZeV9^_$jlbFKh6R*Z<@s`_SvU~TxQ$nc>ivx3^-i?2gzSwUlQ*qIqrR*`bzx9C1}uigX)Ps zCOXZfgMg4`&rFnlzb{khg}=Yabrdwdpw3;n(U-EBw7%Qc-0f==*}p!4Nq-6Ho^C zGmo)?QPky}=0k}lYJ)CudD$nA?%LjqF|0$OAV}CSQxxVil7if~!YArZkw3C$hnifR z&BEiPPvN5qBG{yk^5KSvDx1c9==RCIXR>rY!J(IE$gwR2rjGUMrx^V*d5hB}v1JjF zv!#Jc5%41v^GkdIXT`1hXUW*fN9Q(VFQofook93Z#f~xmzHCW2Bt9T~YLfW)c!O2@ zcgZnZ{<1WGtgu*z`*GUgK&2QUnIJX+o?Uq?FaU$ZUg(c&ZRe9I$&6$EPSlJbN2gTa z_4(M8W*$cBqHdWSDP2}7082Pbe$a0g8eIK?=06O3!9yggRU4Go_pxL+TRLai^Y_FY z<-Pra4J>7dLePmWowm&>+39B4?Oi}e^2ZhqBA;uccXulFpA0vNf9lSymg#hF`&@3=y>e6v45es+12a%s+0Pp&^^4kWIn+X z#yRP|a%UT=TDsq@kikh`&{@AR+@rsJ?pzhY?ab2Xb~xYc?e3CoD9w`bU+cxVqL-_$ z!}7Oanjt=`HN1h8pK7;2 zNpzGIgh!K*ApV3wD^Pdw_3<#sFp6e!m#iMs2D^%2RFkNZpq7Dts)ucWEt1R#WDtvD zxJ@FRdt%NnZ;Qe3!p1@^-8;mM&$&v7&H}ad!Re?RjyXiClU=r1ci1AG{G#_e&&_}S zoV5X!@qhmj5`z47-HVN+V7abj#M$bFW;a9Py=J1bo)XhphnM1~mo z_&l^eAKQxoc6%$B+jfoyW3mMTuhV|07Lp=S_80JYd{r$89SMVdxnPf(Bq+Tl5*WYW zpkfo6$W^Zg*cewKWW|K}$=ijCgSY}_0M{vz5cw%9)peUM43R1;F0~8eDbqXh`Lt_e z{%rT|Rd?18W~uiUUZGSuKUHc(B(Z65mTAR{ND(aW6s>F|Dr?UBnWf9DB@__ zxbQApHQzEQu(eRMkSbak5)T%fVdeob#}D7LkOCyXVSyDdyP-#m{XJXPsn$Z#H0wdX z$-P>%RL*!ozO;a_=60f-!wGKtU|<27=S{s7vk;Cy?Qs-DH}wO4l7?9trWr{%p>_?e zma#9)e)!^8l>b(H?!ejb=`87$*G^865#{eg!hO&T0-2DU^=rzOOD`rhA(Ka09UCn= zA+Ewe`eFW!55s9m>}7)-DkEj-&6RIztDp9E=kSe}AFn1V5}93BC%hkSP8S>98SuiS zXgCE08^BfccXBSNipb5DEVNhilWhSrnyVijj;5}Xegp>-Sigmr6qn?JIG_TbMRYfs z>n-1lFe@R9PHFqKJ?F(S@)7(Dp}(J_ix{hGg_`Rt6#2_8KNE1OUapb1JYJL*n7#r} z0MIByzMHDS=uFPcd|xefy}}6LQgrWu#=r{xL!k?oD3S%e|dOO2n*L6hmCypth7 z4X7=rX?&VAW6BR?v@JWjw*xO|P`Dh?mNKG|nNO`C|GCt;SgG%+_}5<$6T1^bO#>_g zR{fIcKNPgtm|&0?_mP-i-Q{a*vp0=0ayY+Apj)gF!|C@$*^cB^^r)Z*ud4FaBpd~T z8t(x)@0ro_?~j&(8GIPVwoghUql{Xh3r>BB_YS2m6l1(uligdjSOGgJ?R0)N=`+Ia zTd0d6I#xpLz@yYMOfT_mHsgr{Yy%qD2N92`#XJz4oE8yw-@Bi)aWgTYZTJat`v!*3 zcQcrsH+j$J+d_?kdPA78Us~I=jrbas1MKCt7AkF8n$%Nu8>%b4j@HHp7tX-Ix!6O5 zY;TsIG~^0^CXed3GtJ%$3Ibj!?EY)mHh@g~a8d5>%i~KBXpL!hvnZ)65Co%CPxEL^ z@F)YsQUO5UfLctrMA+o2Thx16YBE&T-B;3(ugQlW3I+OUz~kmEHJF*1PWex(Br3!% zKk2CA+&?a>|A1T@cmTIFD_)KZ^$K600kqIL@EdZUt}ClYb|qzPh2QP7r{>7rMKH6CP?aeQy09 zrrb^1T9k$gD=O?~%JntoG)9^{_5j#e(NJ4SqdQnttC(s6O-oa2jEAkj@-#Uyw0Hf~ zgB8ru7Ze!?3H?-XF0Ya5ux}mQOu!rKH#%b-6RtoV7Fh2CC^}f=>(5-cX(_r_3Y(wP zZNSxJC9B_T?d3%Z=M9Z?GIOkEQbU0oR+4(jK9Q@>R#L~c^Ea6y+Yk{)z~SZPrx+~x z+7x97yifp@4MN|CNzwtytp4SrS?o~0-y>DjZ#Fkw{%m&C?ZQK&I(VX-&2*zWI(EF7fkB}?1Ct^72pLE^s=Q9YI zb}g%^-p#l~WU#eCcqxfcLVL1VUq*=|6sWFV2?(sj3SpB!cOfq(|5q=H95_3KN&4S# z&d0Kuq#0-Q(rvROGj_JtAI&!jzmG-l|JJ(*KHiS_Kb-{}vgI6rnootZ8(erJd=b zCt-+RdJ}x}iDPZV(*xzDqWk{!2TonhbMn*+=HtxR-oUR$jG_d!>Ci8qeL5n4##+7l z1hchA_a`tDx?%fi4t>EV$)EczOfJFdli%q9HlQZKektm&W|P!eldh}TE{hZ3#HvY? z&AJu=a~|k+^sx?rjDl-kVxcDJ2PqX!{F|WY-_D#awGN9mP|z}$TkN$-fhin9VrUCa zdio9@?tWf+Bx_1tC@z=N@HvDb%2U<0S5>!dwOP{@Vl{eG43pFRO@i-Rxe&6TtBD@rr*Y z$}#><&MiTse%ESL5k!yb*z6B?swp%qVvudl=%E|h+f5M3$zE;-B$E^6`yrzhV&JUT zNNj>o2Czqusrm7iOVQ-)-yH;>mn81&%!Mq_YvShH4cq1@;}@ivkHsXImr<9!Jajgl*CY5w_{Rxb*yrUp$o7>bBefq_*7h9(DJ&AscpMW+iTns; zoTN?DIITslbv!TOYcY>qP)WadA~{IJ?tR3$Wx%Iec3Xe!%zG6@H?aU^&7+s7v8^hw zI{imK`9zE@dSe6*K>v0Yds(`Qn~l1${KkS>1`e}4%7%aOLKX_o5nr1cMhJS$G(RN~K;hX}|IqrInAJ>0FVSW*T+{3I=|1nOj6`RN&FYFeAr=aGbx5_j@ zAuZ9-*KgQIFbCtk4fJ&+WF81$SwkCi(lZR3V|44^)SmU_#aE;^yyf9>+31U{E&D|% z+5*B8i7H@@}mxGA|Oi;B8Y#Ud#Sn^=@^m@hcjXt z7a%OOc7D*d6V6%?i`OWk>%=Z1{>y|$hUF!WLc%;yS*iXB zryDX2qZSX|=#Tya7I7a;0llS-)Rcx7pEsz-a%o^+aQI-4{NJ=bpPUY-$P1_W#4KJ? zcqw;bR3{@|!}}($%d%(UO9OgTU<+pdKSMV!f^^%2fm6)C6^{ z@!79ptynv~D0$AE$6D1tehQhf5zia*BD}F2qq~?~Z&x9=^+eYus>q{aXIN?N$b8Ot zMuLYkOA94%)INrOO=-~wZ+eh5Ox3ENo`cTJJ`EWP9APxzSl~s)pTMz^QNsoqwTP0= zfO|sOP{(t3vitd}l`F}3A(J?BUy&J4U;vuf^1_)yj;P%^!YzV-BP+EC1(#Jl`>!*jdBiNLOf(_iDj9Nwc{uGE|c>P=$F9ofb zp7nn#(Cf=f(2m$}s^46=?O5BD^8TLNt&dB7%Ij`$OhtYW%*NV3HWL#3#?$yko#G!j zBT00ZlzD#d>i!{{BlP18qL0M)H#qEu@og#D>xckx8NEdD&%vUv-@IFpmaB1@8e%&( z+j1<)Px(Ac(S?ol#lgGLw1JgM=a*X12I2I`5Id--0Wi<*^HXapg(B@MkCi~7qq=oj z56*vIVeRy0Z*MOpWnmq^qKts$u=p(vX+i$JOg%`Il#?WIRiy|ybYwUxTvxk|&=d>2 z>at>Y-v|onxm5e)WS`~;Gn;B?G5AHOz$?)=^U8m9FgVz_H(FZr-nY`r+uP7eoe#y8zJh@0y}1gQPfIj_v*98~g|GWI_r(MokS(9QTi;gRzh}#Y zmokGT8gN>@$V=qkdjYeN6Rim7+g9-xWs{&78q1Af4xk+cVChr7$UiY|I((Per0MA)SxjRB+fXPT3z=m!kW*R z5CS;X1i_F5hQB7+FXW@%@nynU-^xRpm{7yC9=-?&%4djr2*C?VZ4?;P49S3`87Oht zPQv?T*(J)K{8?F_Sh;kMT6#PI8n(}2v=E0LwmiG30hwl_Np$GP?FGEBqD*?8*uB&N zQG*YLq8=yN3{4;x4*p`qo}`|`ZgL8>W6+r5HG-cJBk(bH$Xds<*?Vn-e{y$p zYT%^9B2;{`J^KT;m|L>l`c{3PG~JKy3qQrS^}kDDSQ}OCM>46R$(_4i{G_!li>Cj@8Sh;BdmoPYLJ=bGK8V9#UAi?f*RTw0bev0S14FT26x9 zHTN06UgrlV^e2rp`|JTX8L9wjfqvO;O^87$*=5MsC}wB1QUnkKlei}#_pJ=@Z|bem zzpW+Vw}rhavno?#oB{ds?gWV(O;hp_1HFg4bq;Vo$i@7G1^+Co{9DsPfXuP3$6(TZ z*STb^h4$|&S+8{lx0RqddM+}(5{eUJRL>M7>Ge?_@0TU9-nP_KaPx=uv_4WN5;cKB zZ`a&Hfba?pz3?x~M9n|inP<=ADzxFE_@>r&?s_%0(a+52dgxRW55*xGYMB-VNT;b$ zai-H?a1{=nh5>HC&gO@<;=nd&(KQ`kTU?)wOZeSNl)ZVS=)!1)5i4Lr5Q8H?j#gNHvx-9+Ymmnv2pNfD4W1J(Pa0 zP{>xtMD}DWrJWXn2zd*?3YTTyO3o6a%i2R+1?s=mT#H4&!f!2avm_s?|3I7<|6Bv} z<8p$MI};iN0t`BXT)<6M6Gd93JbXyC(a4c>{;S&gyk$H!8|vf#Zv(@) zjw2j>in{4_=jLc!Q4hm3Rq^hEZu(qg%33h#tZQAhkDrwlGhTsyUM1VFKL3Xnn9fNc zAra|zz36VOJ%7g3m^uWT+s8mq@X0V#G)j(j+3^9hnQTNVg1P`>61=~<$lP= zQnH3msn8(-_Hx1zeLbJkOA<)voBPLxAnB`)xkCQqMvVZ9hh@k3j2QwSuyEN&gXIl!%tortSfKuG+cRl-VLN=mwb|Ly+OAvW1%4_)8E@hMb zm`dvK4_<5_8Vab_a`jttw}>>{CkGvB3>@w1BSJe8b5q&1d7*rkvg%&gB55$Z+wZPbd;L( zxszCa^6J)pDi35U#?}Y_8O zWfuAom26A*?N4@V`c!W|z)nk*hnaenS+Y0`2g}m4^aa7g+x>YXO>Xjf`oQmh0^S?Y z@yu73$B+XGfyvd_*A7A4FvKnpw7a}z z+Tg1i3P?jkGS7rSvi+}D+kIatm^L83r$IIgG@XUc;Rr0Sf3>+(!1g9sphejTv+DjDd~n4lWI%?`~v|ScwwF9p!X#6PeC(=5a1EA zsjCwB!`6B$1=_*;H$>>n@FANJxu)F{KLo) zD*13RC=4+f*-mYB%&rBI!LcS~13fmhn8X<{1--Ll;f%|nb6iLlO;@N1K+&ot0TQVB zZ4~CpbNOQ8Rg1T)n3=?BF}ivK^=d=-66z^zI=RXvUi{h?zg_cqgOvXh=T+d<_gIu1WLBPyof!tWnz}QGR+iMs$xw5NUF}sm7nGHT$r%@t1>1+-ryh5-i zHfi%v0HY7xyf+v}UW!o;SAYTk81Q0)wB^IY{-Wf)H`2BBDW9$-V?TYlr2lG%0puoEI^Q@H}{#%q}ZJ8!EID z+;~b=klOSi(ga>e98H=Q?|(%KQ^b~m3uVcdGBIm0)~K|Qp9b}vK#Q2fY@GzDG%%nJ zBCV0w=c;G~gUq#y4nLiZ(nuLJ;lz#jX6fhYjiF)bFFXp*J4O5vPt?eMPFFSJD*!df zEluTYfzV2Zw@8+^$YNua`M-N1=_969&r7zPBF>VoqMh1%3}8UIS#)LcPR3c|p@g7# z;>WNxw-Hyjq5fbo(RJ$I)%;>*`FUwm8S!PV6>4tL4@MN>iPpwyAJH@Y`htj!P6Uxp zSOI~c5xkP951z2Y6`5K3!n_&xovj`h3Oxr=&~0j}q*5$44t!iW!}Wh^tAEAs5wUB2 zkS3xN@pS!0ogQRv_%W!Se8 zIArUZ3#C3v5qed=95vN9@}>lB$=wFUsn8C@sM5eS)u#CV%3`Y%_Jx66~jNY&Es~Tl#Zj1 za>$ZxRe=CJy@XWD_(w?)bJrNW(a9o>RFhs1VmCr)5Y8!{0ao+Z+$vS?t{GCkSI7ol zsfDWNfIzhJWqOTry*!=Ki$D8VEaUu2H;lY0o zI`--#BESsY^U6r8^wjJ$X#Q4+)=CQF-D@SQXi!h#iG%7*9U3fz(Mp@KOlm;E!waI~Q zTf2y`Vk=Q?os69DdBzGF^K=;SeJC)$umn}5K>b>519w^0cR!M2_`ll1R|U+q2_SJx z`xxWi&Iyx!vQ$~ucLc{)BJR*$!--BM3GDG?JUv0>q`_Xh!QC7@WRqFnDWwp@rB?ZUGywTYt(k(VsGFy5@eb8P<@P}|H^eFrh_k3K{`;waNIf(EA3 z&U;a*=j&J5kU@$Zwv){Nd*d+nE-gV3Xb-Ko+1d5`${wDwd`s0QS}*bqLoF<-%fX`6 z1T>4e`1sra#_K@jVFE%`5SfZplZM;CM8pzlg>}Fm&jFi+8|AV}{HR@ns8ubcTbpQs zEMffbx_WDlMlHTWmSm3$??lk0V;T0bfmCq{tS&AU#TmDu4F4fuOjg3ZQ>?x|u5%r5 z{br0>((_KKk{jIyKN+)6w=?#Y8XHrQNYCPD|JQ%V#ldXo7g(#ew=}PPgNc)qlkd^g zWxcjWN}$W}aONr*Yo3`dCKx}=6VTplcyWpc3oR5S;?MX5=kjdt7c8=Lpw;8+OuAg& z9Q-b-f+1;qJmxhD$qO24lkFjFoB0Ng%sqp~i|}G?c5Zs2GV3q4{(HT4m_KHPwNhu( zxeb_RoE7(hEr6Zv*W;L>*!yDMXbK_1Pj1!a8FZv904xHCwob=6BQ!Kx(sd}!7&>>M zQE;s2pX*;qZm-D%gu`T_z=ZK&5mAkYP!3O`T(7z%1n-~321}~EM_n8)mPJ8H$x6|N z+!kh(NU7-dW`OpG(=d2AS#^7|Edi83IyXeu?l(MQvLkSL)*duBH#cfTAZS5wi4n}; zYTKFe?I)4NpXWwr{&+{zkeRsk`7Md*Ju2OBnF3N@aj_n|Ho(nf_|s3+3Qe@KEH+Mn zRIz5zSvoVR+Dn=%aXZGai5WuvpE*Jv)8Pmy5p9^T1HIq9Uc1FV zOoJY^MsRNoBF&_5=*%$McuyDx($o)D3A``8yxn}bo!hJrt`WOS>t!FVkQs)JH59~p zpH*BfT#-o0OaapM$^F8+7IL$dz+}aRy5++kEwt7+t8N{GAZWi*q&;0DB}7&7+oY*1 z4JVgQsMF;J)8Tf2S&hg!cpN z)UdxV!Ila^>noTAjRO4jC%6wDxu15pezm0H>TM+{hW*t|qLg1t z5M%ks&{(I5aFT38+Ujj5BOpe5rd4V(8=6yqX5~bv_%q=Hyntf0D+2Y85(UHZsE&I~8thN*u-$E!NELCl5I7f18v_;}V8%shEJ9yutacUr z@z>^4aMx_#qdXLurwdzu16}M-L)C)!<9i2+I=RiDi;>~msD)^^8&ncbnr9WM{vvek za!EwWtu!|JZ^f=*h^VT!XaSb@)mDqJwkehqYb7m}tUwA`-^q@C`d8bX0s}|(i6oYD zseOu%+CdDr3kwU19L+93@b!E#;m(4VuTIE|^CdLo6I(?B5Pq6Du{@u2^)qA*L`Oyn z->iHcy9f8A+a>s1UA5dC#CLBxQ;5Kda{2V=vF?98P?c-w?_%VwIA>i86 zd@hH%E&1?F%p}+_SYbc{U~Q~SOYmRRD2T;hjV!+s7U0IsDaOo#hN$mJz+Z=Go;LmlGKroTurddRff=;bBzV zmkMeq8}o+lU1Rg9w7g7MqGbiaU!rYo_Ko)jKE8MT=2aapS-sA42^{U(>s5T8RYGJ% z$3=J)isciMVTbR7CYoJDWHI_ebj56Oe*B&yqPwH0%Ywjd@Bsv?ZRxv!WH0G1tJy@# z>BxGQ4-YYC^W7;#&nt8Egz9 z_U3+I+rd+ zDC56>x%u>mJpcihe0>dd$JWrzr;$i2G4O-_;`EzP`A#OBT21dIHUA1H`<;bbC@*Rt zIwV_-MXB}19e|aQ0?0(qBKUm|X1qdbdtsr>A&qr;c-Ul}h+>z8>0eGLB70oYrdMQB zQ04jJP8Py)#c;; z84GB-ujSx8SC>@%BO8B0mey0#e2;@`?|Cv4Pm#v@H6<#pI7$EB4gO?W$ujp}^ghO| zCc1``2C~}6GS$=J1jKlzTjPIUFMAbyN{)3A))|YN0U=AU{r-Qj!ieyBt5@yvLha+$ zhmv@JPbSsksohpa$$?WWkAaj0|FO)2I^0a!nkM$dG8z;m9)Ay~{?423w|cy#;)@Nr zb6Yse8F?C>CKFA!V31%rf^(BQS!!xTLDKVlabgC~<}mL{e3{$&E_Dg3=SkYM!u(50{ktrPp`VCrXv`D&qhwHa7n+C+0xggZ=D*nfj&C-7X1|tldm43hwrqC! zv%BPejf!0TqpPwIqB^qzm_PU9{Qi1JW6kr$SiWG`ylzxWg zsx$LgUvR}P%oDZ>YS5jtTxq8Tsh`+Ly8OY}7SiwGuIOD_79C42Os z$5mz_k29SW3HRq@fiDQ7Emd$~_QD%oJt_zyxaPpgCms4zpffuuee|cNg;!~bF?8&-VNq7v&YVeeClT{V3H>QTj zi;pH}!J*=0U)iaCLN9uU^b4)-q~{~~pKNa-N8kRXb&(W)0s7QsASy2#6rTB?+X4zS zhtMfVgsQZwghW13C;GArb-Ix28CCxk+kCSLuJ*{XNVV8vqka@!AkM#(A7oTq`Af`T zo2ZBO9m-gPx>2JhGhEx&(tm4P7*y1K9`*BmY!xG5JJeWLSEm!XRAM2$Kg4>BCkD>= zz~)~5X1BAL-1X7m#i7FWAx)5a3669QNc!wuwG!+>>NR=nYWm0)WK->O);)H-@^)(^ zjwaouwS4Z|k&hk@jxX$B89OJXYs0L>eG_``TzUxok>u(J5`ra*EsVcPR)j6rU7_;F zO6e0T8B#-j`fnc&aEpBzJACD*OP~HdBje*Izpd`p89a)Ao|=Q@(w?|MKBgSaC|m|h z;SaReUa<7WhrZ(YuLq+?%#%f=`#@zg%}cCUP~*{<+s%~Ias9W(#@%4m#;wgT~g@-sCc@*|72)?wR`z(a}BfUQP@O@L*OQ)?W^R@X1&q3HNmQ=ke`(~hi ztPuCR7H5s`n+25n^FF@I(Yorpez0E%)Sq>?u)cUk9kyX|w$L&4Kfav+DfjKR7OCC> z53aHv*h}86lbaZ|^1PFX@QoQ_8{}b^)xbfI7R?Os;~5ScChLx2M&NK&7FTH&1E+{I zFnL%s)A`X0d2ehN8u?jKw#D92B?T24jMtl~pc0vWxwzFs`eDm9XvDR0GOSu|R6)k{DPnoV!E6l{Wt(d#5W$Zat{Y#Qc%!`kS zC$rKH&sY`z{ikEu=c`f2lA`EkY@B)EQ}CwZAF+CAy7AG>jLaf6i1CN|NBJYc5s#1a z!(=!rrh;BjhIwyLU`Vt8JHwn3{&j?%BzBZj6PzF%P{2eS*v=Ka!3E!iI7OBFE$Ax_`Zz%h~E=$$`ZfaW&HA4cJDXz5|d&U0L<=Qw2#NwDzq56_m zkdJP{_v|70`&v2qqDD2Uy<$Z=B_2VNHbL9=T!Y|p4hcH40|DMPZQrZyC`5q z#jXDXxdUC2KyBnc+iUr>7_x;q>*A5a1(#RSv@^AdS6nCm-K4cR3vstPW%~MfZry_6 z=}SAYKGsesh6IXZ>IC@%m2IzFG){iAc~P0QB5TSR9)%8TzJ(*T_QiOwzArqI!Kafe zk+B9dBi#!qfW1Q?(I2dd2dwkEYu3(mfSWC>76QF+1)|NO|0v5W9#L-pm9*HC@No== zwo5!^u@{y^(k+h1)@(rq2e(AML|x0dW(OXO1*gRn3l*?O$E74ktpTqDDslqM??G(w zEX>e;Ux9uiyIbF9v&^py=P)x@;PCIX`QcT&cwzkfz;WkpkhJ&nlvY&>Efp=7i!X;)p`;q(Vc!+*+i|FD zf^f4ti6tkb33HUk&z3Uzh2@oDkigxa>jcQdpHQ2!4wpS)1*-_qkLH6HeD6**&AGU7 zR9w;O>qr$rAxgFTv^N%pZRhtVUOKv6S-lHd!8DsVtTd@?&1-0&!&bh9;Sckm2=_HUgG;h}2;8)z>hYBGa7B22l?{_g|UIhC~ zpx;Ev4=R!Zl3Cj-PX9aa;9!m7!8T<7J$IR-I|*-X;S?lZq#(IJoA04(I9w*yx%1I| ztP8rAsM*Miag=4AxlsZ9ibs*Q@o#?jwAH#?9e)%Q0}larSG9in6F+dN*0)g9USKR5 zk-4(X#s0(;vC?MY(_fILKxZu^Yd&hrFYfe~n0mI~1TVRLOQ>alPyc za?GD=ra!P~qJa#V&UWZ91no4O(_|zX1)4`t=1$h3n6J*B6tC9w$L;qYH(ZF*TrV8e zVk6-3Sf5^jLJVsj^sud0>|$>!;riOHRUpxV$UX&6 zk;zI=jkh))bBLqx`HxZQJQB5j+Uwo~>sZ@7Q&_N*ZS#j>O)}TTmoduvnQZg0Vkw`I zt07RR%1BG{bG)<LC-j5v+E0a zMI40G6v^Nv7q_LcMdgA2QBS(5qH)m{Zf|F<1JS>+v<6<7lapE#{hwkCdT{@*1PyYq z018ZKuko2lI*LgFgE3(XULpaN!(55|U7rN+$H`Y^)@V>%mrflHO^|Z=ty4=PtHQbV z5e0Y)v7&88*vdd_`FmufR0<7vjeAG0fi4*+DM2b9+ZaSI>i-?k+Omi)b)4^Cb0Ow! zA8^q5a_5s&*xLEU4+|RGiQ@C@O~WBAV@$CGR@6>RL)nJ5F|;;rf98G_;ed$!;i8v= z#l~wZ*5Yp1q=&*(oMseLI8rq4lBuD2AwM-5QG1V=$GRI}gIHHag@$4-_9c}}HI(lc zXv{hd#Rc;WId9Zky7c}(l$!G64_OwS|EXAMJXsS+-d^l3lY#?D0S+W7p1g%M0;KX+ zfDySambv6xtPRXq0Uy~2lFEUIetkx?0QYljI_(Tv<$@VVrRi}-Gt7REd=@N?tXT7V z)WZ{1e-LYF_DX+?Y1JiudySjB&;iK%YwUB7cXewN#X&0_VX(Q%N0Qde5P)L32vShcfiv9LMCp4m2D-CgDUzA>xH#7MEHA6VItN#bwR8L} z8L42Gr|OXv2fKI>dk@cTBzl6F-mj0xj#np=cSdDB!M zsk8xQOqWg`3>f<6jh;8B;>0E}Sp=3V@luf7Z5D4R|n2TiaKTFT2J z=;yO*vG48!oGV$8E7jH}LRY;Z9GxdiCclLrOywyzAC-0REvUE(zA^ng!FSwr@N%Vq zjPG6~oD-t3@L-qmW4_v1^wR)KL;|+*BJf{S1%GfVG{?MG;a)~FT!vKf`;_AkFs>2R^Y;JH5cP-g%v0}N7m9lAcMWVyeP`Qq z{&(jrcma=3(A`0xp?9_a%u_Ta-58QcbEPXW4<@lQQge_?dKFcWy-Da5G$vIqvlO4C zx>J-zjuta@Jq>9k$_4qt+F;;OB;-(aUodgdrv9kB<&Yl?4uvOb*3^NA{9bC01~Vge z5ZanONfp1JTxk;R9Hl_Ho`wxs`=1okx%AiDa;Oe_TW2T~q@PuDWYRn1#JzRb{=vgD zUNs2<%fCyV!GKHR5Hrm33LaQx5KCisJv`Y`(U?o2^D=e9;rYS;7c6NAa~raBj*vI!8y zxw3042E~99AnPu+_+lVrp&S5}Yo#|?pLDVDgjIOovs-%9*M4hz&T8hzj@)lLk{r1` zYUciGTZu#a4v$LO5g#rNk4_D~diD=n+64{lxAK%*x|YH?k35->r)7N8Pmbf}mKj>* zNj}So0#n0rTG!XKzcYHEMv4X|9|LSZl7-=3V@e(j95~k=3mtzyW?ydRhA@4MquZl= z*V#U3^d`Cf`rfzI*>Bq&l3i;5-De2Z*DIop&v96vJqYE#ikj<-h}UaK{JIS-k*u)K z@zC8ea3}#Eqso~w2h(-Xv zFryDwYm>N>Je|f?G#doJG%RC*pmRmYp_2mzILQ>)t@=bkSV=DAJ3wT@gtw}6D|Cm<#KpCg1UOJC+ zD*TQ3+Naq~&dCh=04?(#Xn1sW_8ZEP3IiqE)$DJ<~1W&72$)^-p3T;k%?i$h!S4LEKH3LN`&F|^AD z`7QDh`UIm6l^v_12F5Gx*b?3j5x$sq6x!|t4Xb^(7y+#J#FrnXjpF{JHQ28eOvK>l zq9Ai$m=kiy=516{sogDpzu0FXqcf~1J^3=>vy%L*FIbu|V#GutUgk7WSW47mQ)iS!CPgvRzsw zi!VLMirDnho|wEEJGK%yjZoBXI{J$2FqruJEzb5)jII_CAsAR#EriF;gOk6kCo)?o zUT2WmUF^D+Ze2Q(6urP7B5R-hX7$A(+T)zPg0X=QH_VW?MqDl4gC_LsmbTm*a5q5l zmN{W7Nii~~fKz#fSQ0PW>*yBMao6K}&Y=j?xf3VtjVv-#ReM#19Xh>3k%)smw#D<922P|b;sW*W*S+D2})DY0=_zbiVJ#SC5oN@|G~3=I!~d&B_WPm3urz z#4+RRS3B-5tGp7fFDte3mq{a2QShLT??1yJ4r_yxyEy z*Ygx_2BQY5I2pZVeI{{melx(Xj=b$!*4u`YhV?zSy6V9*V_*}c-|-**qY0z>nf7=3 zQFiJ4+<$6uW^q2)>#z9~e9*CWIPqPSMjnF>D+^`!K|zG5KIS_V1JrF9aolHttPk-{ z!H6+bR-YsP>i}w-5x6#Nb;F3T&Y5Kg-I2tcgS*3qZIaB>`kH7AUk&cd3~`J%llwoh z_U3SQIb=6QX_ke0&b=|)?@N>#)!=sg!(VPNO{NDuyU`atPJf1h?5{hYVfo~Qe59%uQs*tmL@3K;U%TVmoruu3ulJZ6KH==KD#e`#3N# z@agI4=c-UxEtlEy-IKrH&eztlsU+L}F9rAGCTDVPT~dRElge;H9ht_GQlH7aE_pnJ z8=uZ%$vQ6Tz70t^ZeZDI8V%f+nYRd8X(btwOeMdD`4u zsj<`5eZuSWX^{^pEp*F1Ku{VDQOm(dJNyW}T%N2>eA2PrB@ zlqK?&&0?!J3z4up{qy)O3!EP^2YuQQ76t|_t8iHDOS9$ke%Y($^VOr4Dna7a963B!r%xKJ&rgs6_}_gXy*D4wGbUpBjHg zU~@S3Y;3sOD1;CTL-*3>B*0+i0`!n8{YT!jGrF5Gi`5Eqw{nTJ(wusK{`?uBanpvb zuCEne9v>g8RNKhw^(OnS=!?OoW>W1mN(;lWbTjHnC=LmFw`9`albr8m7E}w~+S%M+ zm5*70ktJ~tQya93o4<~5;^G}Jj~LZ3kywYpvxEAuv$gJ|gg}k+Rhfc3^MRFu40qFc z?-aAXh8i)E_`qBY`wzu0k(7g;guAF#4>8}N-ttRru5T!Me$5KeGAkTo4p4q#81JI_ z_Bl(T@{zivwSDU+UFG9^2x52q_Bl}nYqi;Uic(3pTRn~h%Go{_>%|9D>>~#^?4Zu} zHKk%rG*!JPrGPcOF?=eO zwT89>fA5v2tld3pxWRk$%9&*`I0iIDZ)cNy*djRG^xv~t(K48cr}-?h2eT82hlL{K?H06bT zJ@WF*dFw7y9@TGonHXRTdFyj?0)nSc563MaSa&5^a5xLK7Am(DYWopum@WA87Jv6k zB8Rj@G&3f)($kyydJ++9oUu19kUCd~MyfTvx9MQ)n59ZFKU_ehm8CtCeqpIU0&;6L-3KZUtAY3a(9#OJDZESp&b>&^-hrvf z#i8)gA%*-{7VZAT&XO7jt1DF+8r(ltuPVR(s-xmH$6BqWee15&Xi%t8*$Z%HFL9 zusgmg)gsNI+x*WpcD(Sn*pzSsNlA~7k09^xAN03;(_XUgjM&}dSi;AU{Q z@Mmx5d;kUQ>YZDp&AhX{qIZST*RK)`Kd8xw&F4`{8T#H4?Tq#% zUo$n8o~b4}@4YbDcBtwo($*)p6FWnnBjC`buUAI841JlPiuZEG2n zG4AH%tdH;k=(o2$VjC3hSpCj!%b8{1F#R>38;u7uh_6Bsafzh9=naFL4`*8fCl)2F zZO!R6|6Cigv%CFYR`c7mk?rpkLT+H6B1MTi2CsLkZmYo{3!7=j}4@`a`PuImqH^mdA)4+}NqrB*YFZe=mv zXS3sz5nsQ41;M=)t7C&0Jbtb@OPi@!b|F;@}gjMo1R+x+c#{lYG+yTvnH zwyrqPq4d`Ej1mscqXK?n@(m*G`$4<(UwB5)>%<833UzmHJbTgE#Gw1Z?uW_2@t&ps z*n?J@Xyjs0)R%z?xJ2|kUe%Exm0t!!)0}Yg1cQ{lGS<)|6$|A64Fv*N2pcIrVB99( zS$i@`q`J!A*nZ~G{doD$@9nKLC}$5(6kGu75IRloD*JXi`b0HFQe!#{%U%D-;plDo zx>N7wpI_{!1qPGnO*&)Y@AdGT$4A~8z)_e_3<}wl6&d*-;TsCR+kT!7K#fA zCcDhOil(j}X{paK=iB{U;T$ZeVV*0c8%KRfq<*_;>n*~cVCGdFV}gEE=N2VYU_C=o z^?52{D&e8O@TsZE#S?QdGc^^&0ND~0WD1P;pE}drTa~%T`>Gu(|Bs}r42!F2mWu_~ z;1b;3EjR?X;EM-$cPDsocS3>$TLNTpcPF^JJHefM-tX>DBPL8bAf-$AW*7bM-dR9YOULWp>(^{xqv!3G^iI<)2X z!Ah(^?X-cx9Eh2*SQ-;WZ_v9Kf1|RlDIg6Gkv$RW& zVHx6*C#RM2WFj@{zNJ`|xLREmD~N<08NNK-*$X$`MNm7n(B^Tu$8q+9I(Jt*4F)zL zBZg;&t`fPZ8EzS<=P}H<3!V;S-1LdcIvcPszqjs3wf%PICg zIMo6%eOmwvTG6woC1`KLul~AdY7IL@?HAS$T_>~2I~5iqjKlRJ zc6_0KpOg}@UK@&zCgmFA^;}Mbyp#sY1uPdK86|Y&1)?`ahU}1}>12FY&~KlKWxg{) zM`S`zU3ZO4sh+gKj(#+kPkCY!@}hkKv7sR(hguxD$G6&jST=BoP>rpZr1(iN#f zay~TbgG~}qL)C9q70to@-0JQ?3NbBVLZURRTT3;kcAieV_vJ$1BxAeyT zhfxQ0MuFRF#~x)icepG9yCndWnXQ-mF{R)mH{SP~$NZC)v!$TpjoZ8Sm-IQMB@SQ> zrIDD{AJx_E?e%`fpTzehAd;FZGb?U4;RFJtA9SUS9$6}om2VF3HJnQl(uHx@}8Xq}zYXD|M( zvQ;L?z-BsK3@K}2QADE37I|AO8>$Af8G6m9DpVkg2QVgo(KlchJobmgE%V(C7kNV+ zlfIk8Vt&$fRjYodrG}xaWu+Q_cr^dQBQI;PYkPi+n%F!1Vw`C(?z5 z-Z`Wvy2aV=~NXY8mukx{le+idc+wGjK zg3j!XFnAQ>S80qKW8>lgC3TC~KScez)g&9M?|kn~srvv9uVIfs^c%n#oYT8m`W<3P|{u-Zuqq5Mvm_N3+Xrl);} zRmyuwkNXmaYbc2DX}9+9_iv>#r%V{2lrVgJEi5hf%>Wo-feBRkH zhh3I$T>+~5(OuVH>oKIf!Qo<^X^Ghp12=9Zu;b*OP_R}76G&4=hhi2)Wm;p zmxh@*x1`5-?sHM{}s-bWgwD&}Wa+)CB0T39)=C_0+bn5*$HfNIsIX8Nw_MJ9Uso=%Au<=WLb-FrgCeTa{>g$3#zU{h zJnOAs{IO^gGdIuQVD;azGG{n9ms^YHqRsxhy%!hGRLROF%ijQVD!`_PkMCBjJa0zMzd$%e%l+{C7@O#g2D-?#|a9-;+0;o5`M?oY^}$ z$lIZbs5hwfUqAY3qaE`6=opLVuP&!{VIWL=@ABdDX(9wG1O{d}j)yYY_*T0EqOGV% z6}?AElJ5A_>10pTsyD5b5N~qcnEvjx{Jsrevu8GLDjR7Iw$(Z{KiXPEzj#Tshwcn~ z^FvF|wKB#GXtQq3D5j+`PnWhc?pswS;bBVd^^-q~wa>LZ(19o<2LBGaACzg&Ll8$| zmLz22_F`d@&8|5EnLQa8HO92Wi5jsE-)YPq1mY~0Zf~AAyn)?Rr|%t^As^_&?SApY z1#dW33Anv3vMc4?4{vO20OqmDDa;|K8~_ciq@*O@`|%#)5a30+P-c-x>B@FgQibLC z!}1x#SznBRrh*O<_kLW&`Yra*DMH@-_BX%_&C|2Kc#4sN>a5U1`rG>ht4Q&Lt2XlB>;M8vNL)umjc zZX!LFhD+|eYVG(6ZFFEMjl0YKF3Ldu+wx4-yXjD=qRg@Ijd(py=5L-=2fA8i!gXVp zX&LP<5BFxyV|y~LKe^r4CoK6-utMzyqcZ&^l%~H9$%u|QGT2uip-c`oy>uI zm45!My`~Wa7>lwlsqeHed8gf%mc;I9(uGT-DTf%e80qEv9_k0xbLHu`Kt-bemxcV7 zBOd%rcrBd>!~>lP{N_$kx#7^BJDzQ(9jsV0v2GzDjoG}wRzp#{-0ICL8_4%Jg1t=$ zyvQ$j>h-%lUtF4;EI%a1f+^LKCdEBb7$UbIsPheu$f{FM{?Lw64S!y-N<>wdtAx_2 z2I7+Z!hl4?*&l^$&O&;gA&tY%+~401G6ALv={z;x4q}tB1_RmdHCRnqXLDDXX+>GT z`xhnu2X-63RoOuF9L4%mp%OhK4raj452zCA^|CuIMvDo^-9~}PMMgx_^vQ7W{$2ot z*0#Mb=WLRFLM0_>?pxBEC;ly%vbY8$ZYGFiJ z7x!j)y6d&P;j1(&loE<)w@-qg7c;4>(Mo+nip7SJqPm9BzjTanU_G>5Wy1d!jYbn~ zSG4rtAGq2XBH|T5VZVC=9RMW}Ps}1MK{t6?(K7xlz-j(+?6t?ruR`%|auH)@3v*_z zYyQkWwtSO3@cVeT`()@FyMI%2a)#bNJ6U3R=w171VS4;ch!iT0`ro|696{cS`7-5_ ziuNqid;~1p2w$Nz`#4rTUoynQ+){>Gl{Gy-}lTUI;o1J;U{Ditx zF_*Kf4v$gSFY}q5w<9uVtBg|T)+1QzRgTCKoArr1ABAHIM36ui3n>!`VqV0cHQw6u zhM>cPuEJ9XU}d<2zBp?t$SVX2!%l@@vp>jR-#-*4+C;@o%kqaf2484OXXDv%uG;p4W07?$Qy5wc*&1)*|By1#$ky{pi!gcwBA_oq?0wC3Y&4i;`KJ1xCiUqgds!2ti+K350r#5s8d zuV54T{5j8u4J3P?t&X%TN`SorEgykyt@IJJ3j}TY0eM^xCQW7@utL&jyI*z#oWwG@ zV)Ip4^SFj*o3|Tj{3>A=5oLmTy!hDbww^rEpC2dQfH5cJC*b)ZcQU!&08+E@z9J>m z&yIL7PZ1F=Ut)AV_wq3c8R*ci6H*CL!Q%M5m_&&hJtgz>6UNXe=l4QoYjj8VuN(|> zyw+R@w?s3Ow&&0Jn&+$)+UEyztF<=c<6+{0d3XblP3r;1e~UI$J3E7BnNLxr&3smI zn!ZDj_d)9(#`0p&GHxvdE^ssV{d6#4GR5DemIlpqHd#|)6$mm?2rrc<^=^DSyLuW0 ze2G;OC(7`-8qRjqrkbNuiO$JG&lf5NH;L|SW6%P;bT{9~&D6@}wc>uqo8SP;9gu^z z86n$u;OqomD{k+zPrPg;wDIS0aRI0+pSFV5^q=SlD^a}7 zCB)e0{woRJt#y`r4+=KUncNG@!dyznW{Kr9WeMlk--X=Pc;DtbLaDqC%t=l7s9?Cn z*+~WnvCUpV;t}(EJBiXbMzsVW$Cu7h55sSua4!7X!;?fPvX@ekygO9Z2(BlBmwV@L zXI;46Eb}*LccqqL{aCFb`_j#4)7$IC^OrcYbYpEIzge*i&1HNHh5)prV4E_0=}$D- zZ|2m!pEgKHy7(0ud(@4RN~zRr*J^mfC1+$~9n!xz`Ob(U{0LT--VwU-wJB_MKfH{t z=^kZl1eY4%Alp|1Hre?139nlt9Tz_%rx|~?@tPfg3pFcdjwIDg&SgOwb&3grhlihw zU*m-%1NSq?Ke{`s(k&lB!M*bJK?-VNR;V#(n6^f#b^`ilY4)>XA{b3EWX&H9Uy>NY zcHTP{SW%<+WRcd&8wk(lXJ%RtIX1q)b&xg}hS-)P{2kSLPn_jane;{Z_);sUwHoHP zj@2@yB`R={fAO$rHpW!*H6kC1A5gXYI^p}#9hV@oQn8f~jq7EbRf8thq*6MyR#%}+h`c+Da2t&egW%?A$%b~8;UK`(1 zMU2<$)em_H2(VgFfI9>l8X7=BdL4dyS`T{J4>F&AgrvJOK~kZieQ_K%aM!k$%X?CiLf6FY9InyAzAw89~$ zI;=aUJVHW`Z_h*fum9-RL>lYFQn;GyPP5$0!3``UoUBii?4rO=-&6zlH-#}zm93Wj zldB+{MU_P5&!dt141X#tC}MbgWio}!evwg5mnVL_u=~pJrfrpqos3&1@wb_E)8Da- zBBOL?LHWxm64y=_6?vj%Z zYL=y&T0>^tn=hufe=1uo>lT6eCLPU$+i-mJT?n?sD3T#z;)6Ut-L~VmPW0x>_`f?} zSNE3?UGc7+dBX_jYup7Hx85+{``CYUb;y(WY*LvVJ8b>>CBw}5vN<_ASIw08!R`iaa?~=SI#^|gGa3UkC*dw zwo^E>f=p#g^F&2HuksWdu9&}4J@~zRbVakv7Q{^JI1QmiJ2(6J=sDbK1M%-a+N91~ ztsixDSA~%u0Ql)8XMk?pF#qX6wY{{8b~RaE#O-;7^(+7Lb3zAuOQF6>mwhdU%*$A6 z+B<4RMQg~fzplk1RHH?ac3|__Zf`jHEiF~>`T#mIHUkI!otBM!^2g{5Dd_qev#It+ z$+uJ`rcT>-u-!s|p^V+Tig+|V)KY4lR>oY2*_^`F>@Fj4K4*c%^kT`PZ<`X{ru`@C zduiA-K8`UtZdQb09!S59S z;5n;~YPFb0bA5bYyS>QjF2Uw3$#N#b@hg~O&%bfYUY5>Z`l>~q3#)Sc#9l*MB5zOS zEcA1P?=_TOYKajOupCijXVtmgG3JR84oIRJRIBik6pD-ulAgm*cqzWT!mA!$CjJ-L zc+J;!{8Zmc45`IU{Wut~)~p?u7Hn4Fl_B6xM_VzBG49R31|nxx{Y`eW+Ds!4U>EJ9 z@k($Zhu`B0chDWNMPJTuhbBL@k{B2&99RmNdh_{=47Ma^9T~?P%T}ho{@Hc}YrbUR zN@r%XUb%oL>ThW@M4>GZ!-jHZ?Y7_UfWOho`*^(wY3BUS+hZawK|W5-e}e@9|44#v zg!#!9x~4wCUGR;q_o-A1HI(N1m_3gw zZn~LyzE`=0ZKR?FY-uhPre$sQkFFSzDZyLx7QHP7oIMw^7lmA7+=AvQjka>=593m@ zX1X}OwoD=>a(0`&w&}$c0{Z+zS=G_gOeTKlI-xDv9*h)=+HKbJF{l~&dD;HY9%r(j zpC{pwB^Zzpkl}HST(WFFm8_OSdM}zxU3EzHU1rme=KF6eD1B01aIulk8dVHY&c9vl zm(q1mwS6%P3HtAD?LhgDD&V`G_x0^6A;@FC2y^iI}fUxY#Hy%BP2LCfUnho*A6V#t(o|IwL#==xsSlLurg=COce9jdM0_t02 z6Z+pTpSn&aUK-Xe#f6|P7c6b9uY)7F|!J8Mt2!ly>g4@NLWZ{Fz{6Mo{lru zsgC9fs02-R-ArNG-I9N(1gK}nVX!H)x!^@+VFw#Etg9 z&Ff0>wwdcYFzf>GqAoa}45^=9Z#!Pj^GI5LDxyXp|I8%A?HxGo^Okmd>QB^?`nyDi zyA7DcQ9{XC6u61A(8@NH?O3y1e+djeP$ilVrRZ`42nNWc=T^$LL$Xqqv4n=+wmGlW z7t!-7&%sQalnP=c;g(_l6~CL4c_eMO%+~Z125gO8_@RdCp7A4btI<@QmQgQE;7*HYg`JH`P(_NP1kvs(`+*>gBH<%qak2x zDE#;I9Uih11~29RVll|IzyTq$~t z`5MkG&{fy^iIbnFOnKtWS!7w&faNpetk6i1RQ3>-+lEgs}+Hd_N%FazoPtg{8J zRqLTYH)?hb$1@>=oFkIXn@bQgt}*cv0;l)io}4_cJtOLbzt}EtAkKEyS92BqPRg!uvrUVy9`t|Eh5Pmy)yd>Kq?e_f zVZhm<_=0!X#WE`9`^RV+NQi^qfRWPV%7*+}rdWcgW17aMty`^GxI++6lw@s_*(?h1 z%8!QsXt6KcB(pLvI>9Gb*?)qy;z8)ZMlP;~MVd&~Ws_3ku03wB^DVFaI6DVjtYj0` zE-p3;V4Ci_c6WKr%^$V~4-fvKp1#pU#o`>hXxLS9jyz;^oX^VlJSCoXKg$elQQ`&> zaiPQTi0lgCBS#J^dbaf%eiJS^&V*>NkLBs-`nuenOkYAVfe$)5Z7^_WU<&@PopjK@ zHs0}cwLX07>C*du&Cc+t=O>%ZuwjU1)zJ5el2fuB zr$eoYw}o~pzBle@nmNm5lKOQF38QEb!b zhR5pOjknRpud?mp99e-H4D7`7x;^SEKD<^3R*n~edkH(@|T^mNI#g!z%A&pzq$ljIT&?LwQ&>aqCA2gXq_Zp;cHEv zRN7BDd8^A)mR|Ex>r)!RsS31!t0wMThgkTxI(AGqwj+MgECP}+#qVuI}BJB-gaTG_v zSJ<&;KcRfS8p^RtwwI7z;XE#WxSZ0g;<1}obQK!h-8Ktf)NsN|Ufm%>Vx5}d<4AR4 zfw|9&ixKbl(!a(>hLkYMT`csDE`%j?`hL3Y)w}tjX9RRX>h(4uj3W!&R{2Kx<3kZ_ zM8Hh6jt(&!bY6w7hz5Nf25CW_e)e&e{SzDGU=87$Y3c&A(cY9^woBY z$x^ZR7C_N(S4x*$6spZBOw*L5apZZzW`0(6Y-%GkBWo=u0Q@a?zP^eNk4aJ~Cd%Y^ zHps-Jdl0}`P&=JnN2kQ0Zf6F_nuM-aWl_0HfeG4?lwJXPmy`LDJ@IG zbr11>sIceCZBm@@S*oZt;@XSq2r2=4`vqo((eow1mjK>2@Bv6H)YQ~N0@c7OAaVXr zz#O<)y7snRAVhk3lG)}YorJG6*o!qDeu3p1$7^$nSE0A}w_4ZF#`%oXzN@L%2D46P z=d+L`W30X@I~HG>L{acr!CA2a8BR+YjW)90g5&Yh$wb9_B&FRI(>caHdxhY6SJ=vY z!UQlTLNfZMZW`FMz7>dL`3+;W8tizM6S+^X>w=aK%3q?C1M_pu9Y}UgR6=U4mZt{| zJg(Nw51?L#j|pHXU{WU$Gtp${Ho(ISJT`mPXnr}K<&N96qp-kreWa7XJ%~!G1bN=H z*|bPsBkNYl&P(;}@7VdPRdL_9Ca2d7MfO0!f{BFq`1rUuS`;XJz4842(}#s0J4J$? zTRO13;~9Pm{0gypTK|H(oCFi4))%ob1K4?p>0`(7vssB6-d+fr%zkWCH(jH2eWDQt zlFLjb{=rn{s!fn|YJnkaa8Vg`v|R`ZxguwGIpayF!N}qtm}V(s%D$!sAN~4|qfKVo z8O+QNN3Lt-ctysC#RTmvvfgAsnx-rPAB}_!%SoIh-u0D6kmDRCX)erIgpZQGyr{AxEOuFA6StuCv z@!)J5Kt*?nYUh5|CX3gvD!-M(x zTn;wCt|Ri>xY_tQ4@LyZxnjbAU=bFib2;-4n=J`_hjrJRJFG_5zMj9#9&)P&>^r^Q zJ@;8%K0M#w-wzJT!L9-M?r>%RfLYn=A04v4bOn>1;-&x5s#l)Wkm<9>$FU2tQBNe9 zm$cc9MQwDFE2ECh)~p{Rk>k@j5ZLc_X*_KPm`{wI~YQBv_!iQhjfDf4h@h5G7DG^K{6)%?eH#xw`9htK^L`#VIiW8B6zq@4- zI<5E7arkOPs+Pdz_-T{H3L&;DUyn4U9=#l`;LF5&eXWWhqDu~h+^l%X!}7V z*`AhPd$|Y7=YT?Cx6IdOjg#54O*2!(e48g{{{TsNP--4!_d3^z947GbVa#_@;rIFb78C5#4# z0at@%7qS6fhf=k2WW|H*dd*)3S^8%HpV^&OzEZi~B7$MY^XH#s6mqO9AqOEFVMpjP zjmVjomD_wdUODr0+U|&@$08@d8)Ajz_{{l}muNg$bkV1p@P=}l_I;)H1grg=(;qU0bBo|Vh~S1oTg=bd8& z`A^-&1Rc4-Ua-qzYJiIrkgfd0TnV`Tdgr|{%&`?ccd(B;l=#%-GKaLhQ!zy$xyWg7 z=$}Q{J3LAS)F50{N0a`r4#JMBe@3+G0BC*L#gMILakty0=@?)e_PJKI)H$p}Lh9$P z4B=35t8q&o?*rS#U`rM_WfH5_YKsWFdb&Eh%EH`=+)f9n67Rhi_7>fLC_ zPFZ`}@UinxYUs>g=e!wq)gp>J^Uuk2{02KiRxeZysh1!QpZC-f@mey$U>8r*BN=5y zLC-O{hSLuZlT}X%2EPABG7`kn|69gttU6g)*@VE2GugN6d65;1QQ=nz4q-g3+30}% zo|`-DJ8}3}airosbP2wXprb_F3N}kgBG3-r?-zUrN~Ptp*{Uy1+GSaQ4JVry>HO}B zOXIeLhlg+A?n&|DVz?yK@g*ndpV?t5OfbO}YHZ=N3}nP%AT867|1{f1>sT9V39g3= z7Mf=AxavJ*v}b9)T@~K_8ck@&gJCwcUNNCf=flYnQyl2Equ!V zEBVSD()Zc@&!@f_dyZa`Oqe_)$|w72TW_Er;mV<@(+y?Kv^9IKR$|#xqmS_s(RZRZ4dXg+_exy9TwI<)zH8`YoalpB>(k-AutM#g_OZ z(9gwehtTcDdgjR`4^n`O@4q*7vLb2fSVq`7waRawt;aCRjz?q$Xr_FEQfF%AKcCsm zMMcTY^S}zY_#X8h{>K~y+6M{%9|eNKlTS{M3|}oTpLZRufP+7~#$o$;%F&tPPI^03 zSlgkvnM*^j-F_A&UdyBMDBMa+%+K=~{W#zjWnHzv*6$cOL@D;CffcCHusVZachLC^ z94ahcL_|bA9Whwc&f>@l0|Ko;8|{u6;dV)lduPG=#Y&WpNpNygM+orpiRpuJ(sEOd zX^E7ds{}MMMa<^E8R;`)6BvB|D(YPdZuZ0say@>f&M@{rxs2vqWV+oOOQiv_u0DW? zTBhlH!XD&ga`pIEkCuni!IAVA>DI63)Q@>Q9V3b$SdPnlHPeO5Z^UJuG>RX_u@YCB z4XOwfpps=^$lP%{pwiPx0r;>U69%~=em1wyGX~RQSJ!=6Z#TW%@P8-M7yq;i8(4jf z&Ez)-X3}!AtWm4V#<`)jq_-y_q((;|}l*^pG7jYm-xfpIazPS2RDd@9 zW+^q`M(sNSyrC;+%6Ug>9Y#D^m!V`<#kwMHE_)}tO+MkeidJwoOB}qsfYH_1O{w=Wc$HHsh_dAQ9z#}2Qa0B z)cO}2={b*;n`!N_`Ja#WTET261BTMGiKRJudY3Cocv_Xl)9hKhKp}^_Lb-{PR8pGd z=p7uFEGaA0%*f?|WdQJG@kC~a)ojxK1^(@rayQ1uP%4!pY1g@>yEqP&)BFzs$-l%q zbe#zK?kxx7h2TawPy29Y(D8DM`Ks;my7G_y)f=dKGe&3;fGc>LQ&3Qllhft;#VcTM zU$m0PQDWg&0N(Sba9hNte;cUOYlV`*Sf(QSNYG8D)O_qD3brtdrZh0%KFmf?!CY+H z^toEU-bOI}RJXqFb7g+JfZOd;7(@03%maM3A@}}dILH;RTde= z=#Z?+`rLponOU!2mDT6!(4?!!rWun4u5z4ZU9Kga_Dn}j)7USaFv>=cnOn5i{&53k z(TDj#PqIK`bd$K4cQowo`QjPmi0A9dWUPsw^E8WF)#Ky->dwU2RE}R#5e}TT7N9c9 z4ft0PWIq4RmE=E_yr?J}<~g9YJ2r_XCnW{wu-sPds|{BWaYRdfyt>+*OuRF&q%*}- zEDzV7)lFstPIwU!akjRWFU#mK6;~Cs4pRco3EuiSL}wNJ>lJE>koyaqS%z;Z?p?Ju z84pt|w7&>(?K13lC;^n-9IFe>=NAAb-RKWQtA7LkJ9dmYz_DY-tS)-le_L|Xj&`@1 z2A41ZeXxq94<@A`G!Xm-h*Ugyqf^is+dm0uOo8^ip0oj67n8Q6P*ZF03wIc*05xhL zovu|L(PK(g&2IseSEDOi%o4{m$=+m=U{^K+UkE@(%94?s+3IpQ`SJllLVP-58c zW0{KPZbQ9(eDN@)yZ3>hgNKqb`xd=+4tEY&5Dsv`9hc21={Ml!GKI~YF6M7!XmFa$(|h#tnL8oL1wdf;A!q<)9H=J zI*Ij2OS@=c@&wxvua5h5y$=Q{_^Wf5N7rtrAQFaTB3AtNoKnkwm)&e%+U1mjPqAjz zobt4*{W8?v>eBud(AkXNqtwDzrFd^g^0Ze0NKiel`rs!s3QeSj3&myAIzE~3Z7!Rm zr4l_u2%c31vkqz9i4Yx?-8s?U*jT6cB|aZarI(#vIFJEt1R}f_O(KD%%G}7e@Wp9M z3zxHJFA^djzMM2j(B&{mT+a~yGz&ZOX67tjsSz-#W&naR|EWYKrz)V&IM_DS%HSxr z>H)^CBD5Q5-tL37<~eUP6%_~GnP;!RmjS`5q2`K;@TRN&TW;n{+6Yw?0-j?u-v^8& z>UVnxFkS?_N;H{(8CAU1q5=X8(f1_CeL&q_X$vEsNHI{3bjI*v_`NlbP+^MWo(=ax zR)-zFj2@1HqC)#`tdjn`Wl5biBk9lF@U3k4%V?g6XgAo}<33*(ZLEZ6??xHaJ#0i0 zURy4U#9+UI@6>3r+~8V3-ud+N?G}(Q08^9HnbJP^Uv%vh`Bik@&dg|v7LbcJ`t982 zh^JT_GEDc|rF;Q_%+yC!U=G@SR}h@V1vVNt8oU3DxJ~yk(AgBb_m~Qcxeejkp z48cHXGmn#fPtZM*CEPt|?d!WP{3gHOpV##7?LTCkZtz7r#38}P$oC8O5u#-Bv?(*8wV=vN<+oMHu8u zfgh!gQhIDMPLr~j`B8)XmT=vyX08^i0wR~f?aW>pN{BJ-;RppphkSz?osGN|A#~72<1RWaxm2A zS+(v5<5FO7ogAnd%bcGg_RfvB|Bs$ikuFpiywY(-vcMdFHE9fQ#N1fQO}~lbh2V9g zdHm>rc(?xc4OluY6B3Z<%QPm)OgaA0P7V~Y$CUlf8Z^kx+H0>~y!D5dzok_(Tc1e@ z80*T0k5X*A>TV?9h9(@7u;WK;yB9@U%JVvvu(l43hlP1SSqTRr5DDH@CO9-|XfFCbq~2 zD}8fD>swdqazet}73EEs)X_{KO~Q;9PTOUUs;u%uHEVYAne(Sb%Xv^E%3~X#KV$@m z6cej&jzKttqzDhl}L!k;4q%cc(>1-soeV1TSKK{3L-@W1? z?gv*WM*G#l#)ipMaAvOu{uIs5<-eNKhQO#W3VfQOUA6Gio8W*(xC})&+qy;nAvwU*9HsEILz?&`dFNTKVyOm#U9>E;@-_T zgmsVnpq8Sex8p?kjud8nPK33x2cd2pGi+(*YU8=t`tk|{?z7<`r`AslqFh{Dyu4{6 zZGV$jDU|Jtq{*>hc-36DYAQ{Gw>HJu!&w#WF)N3kReV*uon~Xo(jl65_-2`>=)vk2 zS*_!2s7~G~TKzKQ}0c!>o2HrA(Zj%a2U*HnH(v@(efrXJFSDMk$9k;kSPp zZ&#K6DetM=+q&v;6W4vN#*@DK1=mzadOllYIwEr}lM_ker$I7-)3~2;Ri~IyLa?6^ zQ#!8N;e0uD?^X&Uu2QaY;DIwA;9dTw8x2`P351Meu*FN21TW^qA4}6{mR<~(t!Ly8 z>^8d<&Y$K4!Hs6xSRAuc(L!(*ACW`E@%YRiR(iNTQ3PYDZ}EIL3F}782)0!;EWhw6 zH{btoG=h$ZEJxnO?9xGZ~S_fD4fAOUU0nXs|ehA4tY87$baGCzGA7F*-mkUZc*+A3y?;5#6*o% z+G&j)xt7z8Tx))v=0Bw4JiYk=8bDxBy~=pkF-kq{?CZg%DXqwd8x{3;%M$Ji{_Z0LO6U?G zQ0br*(9mQv$}()`Y4f&l^s%)(JTLIJyd2d8Ekvg|;y5KGIw(G@yq9c@b;lva5+M!y zZYO2iIaI@RbLsD6GhEK%GVgi90_w?b*0meRfgHn?m~MOihxZ6gq_A(R3Q0sB3L zaEyBRX7IP4I@YDuj*G{tS3&S_uKlW@6s#X+tDXHMm@Wf* zkUlcE*DY=!qyYpyR-?dnqimh0zH035|F$6j2LhmA-^c_z@C&HhG!Ws1`Ok1xWJ>IW z=C5(5(WcNkCKT!3u&IBwdb)CUDyuV(Q`N?MEb~y~b$WcCP2gV}$P}Oeak9=%t=Xj$ z$O{C1S*goRu$va=tWWzAZe2kLQu~9dytcRGVNN_93;ZYFinr{me=<|YnTdWrJ-IMf zEU_J_#q`H4TtPJkcM44Z5$3D8H0HWGMLsj9kW(QnUV^qocGAoFgM2RNjeQNR#3`aOvAX9yMo4o> zRY7QSh}M+JhwmoaAq6et%6HF=$C)df>>_V{4~i3PMuCCA9b*^iylBq_)cU}n+=+em zHUT)$al`6TlZ%f29UwEz&i~@8u*J`XuKtZLxC;LOb47FAp#j_&8g+VHZ|ghkL`=O7 z&V`+xa{hPCw7iDEWq-P&Yt(M9g^Fc4*rk}@htFIAjYMd2x9}*5Y96od(V?wc57?(y zxY`E;H~!;RPkx0c`L-u;~&Ddt>}=CSI3Abs6J{+2wd|@B~#bmO*3v1|K$O31n=s7Me`06g}avXB6E~QBn8D^Zd@5_VWX7^#s9QJrU?N4PGWD z8*} z;(TiU8g5iREVdx$D)|?I3h2P0aIbJ`N#P}UMv@tqe~A0xSz2D7OPu^}?W2zL%(Z4S zRAZW3XFQMqMesR+|FYZ7YfFWjTenR!Ni-xZfFE94_`fpDd2l zm9i6?G;WSy;3uJ zqySB<&cJW96ZF(-)IQjU;@kfu&n14ot4BDt3)?Dm2Nw9>nPmlvA(%V zUGUNQjos66VKRADTsk~_1Xw;`9ULJrG-mQ8W3+2_b zRQzt$WgcZQ7OY7X17wa-O8iqRPz0}57tg8YEZtI)(y^o<9g-sT zUVi^~Wri7N9B03~_ug~Qd7jVXm-;=M6mfTZc(?Se{O+$PLFMki=e^lD)x?X}!be=z zs+sCJM4JK$CRrn=B=2Ck z5*@u-lYb~l;L+HweLf|}wr{SuQ=Ju=9p!s3m5-+Baw5(JwzebATE`aA931kBr9`TC zSQeFvH8ZstCVn=bt#pj}c`jZ?=YXNC;|c^qx;gp+TLOUDB_)^p+nFx!<7lm{tfH1L ziB&Fty=)EZ=Mx_`%nqZBxx$r%+Sdxf$2RY{LX(<$9oOWe=aQeG2fHX>n0kGF zBPwx|d^qDVOcTF&G!-=$yhl&FmgX?bVc7W18T9uq2Ty|jTt2<~r=qTpa0AA8ua;j_ z17y#m8F?~?YDOjWIV$ZX|H2Y&bYRfnFo!gtc++!9Tj1|Ijs72+@?HC(%eagCud`brx6AdciiiLH2I6GDXJd* z{0gpaTh9eLJ)ZBIBCZF#@!EKLLWvP(D+|<=TLfL z9;Eyp-8i}2%=J6io2%KKsf-_})b2SfdGx5*=qucSj%a(DQ+O!_{pqSgXFWomtf z29N&I`+mj@#S{zf5ssWaD9TUvQ5;7>`r3D16o_$oOSq!BUG*HVY4ArSF7Z^GeE}XS zP^*pjZ`J_SqQ~Gb=BgXL9-vO?>gsy#ztbO_jo^uupB4B@N)_`v?p?o~Vh>N)%pN$Uwz6q*qBT3A7u~*{JZKJfmMxc~ zCPIm_I4zJZhS0URw8crz=r}{<$s=$x9%jXX14@IOXspr2YBPcgFc{S)CXn2ZHj4_p zD@r_@SOT+Cdw_V6x42!alAS0@)vi8rnNf3#WU_(uxyJF+uPzI$$xz=WE#{X>g)OgB zz55%(^`Ad?Zf>Knyb?vfl)moy8vGXr8dK6U($aH;Y z(-_)s_bvkI93J;W(GV4ut@LiTbO*Uk&1Z#c8*DgMoFnTaFK-S$1?Ink13?A zIkWy_gq@Zbwa89-ePXkAYs=f`!)|>%Y#$gK>;um8^=|vkk%Y=8(8EmMYuW)-}xl|_&3dxM?@1LoBO^YXsS-yf56}Fo}O3$Ogu|l4xk%yZ;i*Ndz z90kgwhUqw^t>pZQ4GCp294zuyPkIQ=s)fiGxnJ3RyGttgB~H#Uhk&aoG~s0m1g(ldY=5J#1jC!I1n5&PsJty5gH05s<$?Z+_M10u>H4%1#rQ_H19?x(h z-%@7Kv*}2>=#Jx$UzMmv=Gw{^p_ml4K3Z`vd87QYTaepcMZa_5VlhhkJ*!ZxlFO{l zsQRm_k8aIx2h^YEHu7bQX5Y=+U7nzx-tT&ydyGkM8GsIVqkIdLALft{oMt1}a#pPS zLPF0!AwFd0rytirBh^)6#0uO&TZgZ#mv6D(-CVEvwIJ-;Mr)~o(CH`~138?VAQd+p zbxQl1tA!Cl$4F~4(c7g1F6F4rWJFS^VUXA>vJa3It3kA+VPVWlb6oV5dHBi*(Buq_ zqXs81)I(8TB@4?+0ZYZ=b#73T^JO^BXrOcvX=M*H`(tAEKcb&T)3uKQZEJE}XQ8S7 z)P8AU$}2h1hC%23UM4*ey6gVVams1UM9e$8O@*Ru9%E_f7Dk9TE+;o-JBxPyOEbF*_)vYf%J4(8Y5PwZ4GLX2*Fh9 z8_}afx;l6UZoC7{gVdg&yG>)xlu|59z>?K61Kq24@790~u>NH1HG~B2F!LT+t>ipY z>J$A3v;Lg-2d3?BT`hkzv@Y4LG@`R%GGv_{WL=N{;BCotc`vSI0b2L-=W|6(Oi9OL z&jimp_mkksYe{5ccn=mJ78z=^9I;30nr41W7^Z+VD3za8)&lrRmnf z3O^OE<%8)F3A(}+i9noAyB_jIYr-z3gIZ4qnIbm+XpWmG@;vZsd4dT+P&EW?<`aOzQ^yF5mDz;PjCQ@nZ5K4+&*LR;4{rPr z4+{ATZS<=(qdY<|=}LchUH@n-X;hiOxjPtb_dhsB0;E}TTnA%PgRMDFW{uS-=kpQ3 z7cT_viaI-Ohj7uf6|h@wNa6SL9WmOlTi=9O2kTBH@K@NfDUUxUz90)Y$mpswoLPqt z^MMA!XX)yqFnUMD(?Z)|d$Hph$f}`)yDZl{E9&US&?C*YE~|z7TAaKlp7c-t zpTCLq>^IRLJyds5ll%SxGoiu&GwbJg^H~~bu(=;x71^{QElO)@+`uIVXuL%|_mqk! z3N=bJ3;^Rn7bxLbf{-4zS&7`^4z8yS*Hbb=_pVMR$YQ_JTP6ZuCL+I}`rIE4o{QXr z*sNFX!e4W)>QHP?6&d)|uvgy@<#7luHXl++{+>malJ4sThv~BogIm7@@TlROWoJ0} zZF0+gu8JXI9>`C0_ACFW>Ss~nZR5)=S##P`DJkk>Y3uCF^`}IgKHBan5`?sG=3X}E z4u`@GH{nbk?Swr-5dnIogV?=Z<2wUS)Iax)oXvU&k5W3Ivt!NJ4mk4hP>qQVzQlG( zU&-Gio9q(sZKDb9z$VSar88Ms;y5IOV16Vig1G$Q5C4kZ<&j?W61dps{-{=K+h|-X zKoYSSgH^fImfbGmy*~Q7zFWhAIPZVdj|C`O@B)VX{={gWaEYK>zmv^&D|3uE+l~^V!$d*j%X$qMny@PEq=1EXBx51vO4c7ub_4^QK4Em z19Q>xvL>d!{qnn4$A#U&^$R*$ZRvx?r(8T#-0iL!9V7vrwr{)7H$#2j^J}D7w<$zi z&oOU_BccmbF6Kg$>S2@bvj6f$eQi zbJw?}7s5Z-ntpyR)RSw)H6`jw|0IiMc@^4D2@^B;%uBU2-fZfG!`I_$&l4!oPIbnz=!g4z8r=pbg!{??3Nv<4*tPslmJZs) zwHWgE&$waDw$Wq8qIW2(VWOAi2q+_dRg#%bfg-dGBaC_`1_sY)?L;i~&+hx!LX~UpVLv&$o zNAK-BD`QPPhZ0l=lELXq6!P3q`1ME8V%rK9diZ&JY{4)Vq<^E|ofh~IF9_Pc_?@gQ z-%_z5}EZ4Ed z?g1>q3+36@xxxC;M!4A6XTl&j| zAp+=Y>Rm@oxSX~d^LsL;mZlpEqq)An|2Beqles-8`&&X1Ccd0p@&bjtLJ=A!VWwpP zB<#?ang4Ssky__ogQN{f2=~%(>`rvdaCE~p9T-318Xxu4T2i;*l_pNj@krf-cmn&ObDkEVrDVDt0JqE!d zY%4q89psRnD^-a$`$*^R8_5%^pu4L`@N8%T|E|uwlO;>fOILQ=Wd1#(R-pGyT>t#c zo|=)UZmm4mcDVMUK);!MBGx_Ikd0NX-j-E1vzkij$BS2E-S`lgsAJGwo7Zi_ipkVR zJ<~S5jKrQt%3sgV&=)!{pRCl0QFF1&Kd=%;Nz|+-(^2LXGc|q5K9;R%s}pQ?mEowcefVv(z6#|%E})c2OZ2~uE^vxr{y}D zsRDl?@D)bI*hCZ+quhvil_yaN1YS8)_t|S$H;?BlD5qyS{bn(sgq98Jq#Zv+uWvMa zxW@K2+^Wp-a{<&7b!TT`F>9Yey5HI4=(d^qy0w_*rVb1@PU|K%(1`@<(C-BWb2aM4 zdLlDthr3H+&l&)rL`jomxWC~g)qt@Np*Y%;!YXJ+o;(j;Sfs@1Hiw@gI!4*fB!D|~ z@p-B8Hz$4fc(9O%Nh`+mH4@oLodc1Yb*z4yW5~`4Pm#R)dr``72jqP(;z5PP7MGZq z2m*A#moq?cDZh9jaXZE)>Y0Hef*RwuF}MDaGcVO}q#}ywND0eGbqUrxSz0R;^tCva z2AnAEiWNOA4)A|6EY24e>%pXWdA@SLz+lL=wha)4*_@sn-&)s8NM5e~m0C@p6sm!?C`hcA~oBcgf z&J3+)qpV8OO(e7?wLX^Uy3NQW`yGpGUCTb{OK8Jao#D%kHRLzcnFKxw&tQkMiB^uyNdJ(CFRNDdlVHu%{VAp+w5o$ z>zcIYqx9beXFrlG3xfMg;ou9KV588)G0_&c%@V{$$Y#&xEAZ-HQ%gkESP~MAcs00U zW#q?DiLVbhJf74H87gLmlI!R^$iQPHd4ndOp@80zk>+T;smG5)ZoBK=4a)5&|Hho+ zZwC7MdV8~8KJlUYb5)YbtL{<0Fh9{A1aw(KmQ0L4FtG!=-bxBW9G1jgx4PTA9yj2> zAR2yXLvvabixBZRXWPGh8QNWl4kh{k% zKYzaNTm)D$WitxfhaqwO<{KK*H4GC7`jvUyZ(q=)v(PnanyW7B^WUjCH{(O#z>Fwo z-p_X+;;@*_$01J(;jgRO*QrLk5vHYkFc5&6w2THp^`e3h!G{e8>xRd>F7<5iqr#lc z%(mywh3*UtVS{`OkE;o}-<~0Gq=_H<#zWuej)+=DHzTwR>4+>XUWoXzCcX7|CnMKd zRI4N%+J!7b0l^z&A;~K;Z#`SB3l`kFxp?*k7jJ%ntLzmRPk=>Aqdf4u!>PnLJ0l}Q z_+}EYwCDX0j*EA>?)vp+X~E5~q36U<6hNClxLj|y-8I61z~wFL9Mc|AmC1n2j_=3B zFIuSo_-171iu(c2S?m7TN=K2$_*@E$+hvGmuBd(!>qHd4O3jPaFjB130NTfqnevEHe)n^!0br4j73j|nK5{*s8v zd$g0>hrlw5tZR{V&IUbr`0gZCSx6Mz4EumXW7A>Qv3#kQx&f3Q@JHcxS4FlzzQ;HZ=D&@8aF9zP{RdKGG5+ob5n7UlPh=2B zEjaGbl*kO3DJ8R1f3!IQF7>z0GkiArzRLj@g%dV|-^ezL$T-FIb+crOyiOg7k#w$1 zqf3ED0Sq)(!>amh5FzHw)c3#;M3o%I7N*ig8bTZ;wTO`$s0M&5z+Dfls!2O;rp!!>kQ_K+GhlByRGYO)A<<#ZhKC*+TYpNR zeXs1v+F$>%(w4VX<>hf$Omawu!X298QXc|nVw1-Ny!m@;(qip};`q(fY3!^wBd!jd$L6H|=BN)wwni>~vSQm5={8 z)apbt^%7>ehhBz?eGaMWJ#APEQTS<0XnfOX=i-P)=%s2|5Wf3(+rm6+MQkdIG;a7b zrHB%4wo{_r$8P7V=Nu_YM(Z{NHVFF~+}I-8ug|`s`RKkvo>BI!NxVauy^^%Ab+`7- z5_;NM*!2>Th5|9u8%?7-YAs$8;^yKyI_f64TFD98*1uckh?Eq+t`3@;pBvzVKG_oy zEMuA}m5)q`>bH*`qY^;b+r>eI=UMwKIBi(bLJZPpb}Sn;p6l#3*7zuq-~m0H9=#Vp zR8moi-~J7n1v*eo`*Sq=RbYCyWKQs?lsJAz>x`a(EQWOY5#r$&&=x!l=|xZ9lC&zD%aE_ zm%8FUOv^kuWeD9Lps7uObcQ<@T6sSsbh6g{jL8_vbHD=^(-gp8Rli(ZO|UWE)bf9j zPHR=b1EFnTGoXZAc`h<>AIG{q29VX8RhrvXa0LT;?CSwVPO5)nm5<5g&}Zmt-YuN5 zV(IRXNfEB&lb-#I4})Rz7Ng_=YrpW|()TJ3rpKe3oW5cDQP9R{r3C0_N8v)(R_*$i zh8Zs(rLl`3)+t z!UP}k2Zn{ccdcn+jEAq2_{FYys3w7vKt|vPcDVeTd^M9WarK{xi zQ8!4B0rvLMfXj>e15srCm7^Lj(6g&47NJxX4IARMJTiOYH;kc3v-PO6`-dkNe;8Lt zN3gd;tmPl;zPcb{!VGJ#R&|I~ zZg`ahVTuvLeaQ-^Q&igdny^y;3bP5XS3MZNBGHy@NCf5+Rp-k)EMl;>5DXwnApVwP2(wdE5O=GD#LJwf z8I$DK``2kl%g^XMKB#?IV5=!6S~}Ci@Cyix9Y-Ux?0*5HU6T>QugpYP2yc}7fB@~J zuKT-J+x^CqIqGle?LEsq__Y1ZDtY<3a;mHL-ub*X@3E>UGi_%!u=-5s%lKght#d7m zs>D!m7%m8Dxr4~Xi2HST(y{J1LP%_XH@+yi7D{}@zy7*3R@p^A*!eSTf^yrlX#03+ zdgM$z+bfZF22t+&v-FV?<^aON=PEMwDGex{Kq{hZqk;ZK+P&4;;cEGVYE9`qR;XtX z;BBl}2PfhTAINi4Kd>+CZ~sy2QS-?V`B(#) zm#Lqc(wAr8x=AZZEsgr-6@PAIs;qR@&z9fLc<+@yKI5V5Ry5MEv0&K5H#V|YQrIF; zP*t~>aZ-dxPtG?6-XH?xRz%>2Z1Z&?b~76(9CG&Cvk8v7EU9T9de(MzZ*o3<1Roz* zZ1>R)ZQTGblV-aQF64zgRKBI*+cuqsee5EZbKHOmV>GOE)y!vM&49@?I+j3RTql{p zxMW{N6*UkJHCjlgMS;Y?I$XkS<`BPrTcszVs}Q}ohRSL;TkN~7u3bFh3=FzK=nL9Q zrr7LSD(DIFsH*s6x)t#chni^$EcugRp}?HPmF+?*Bj<(#7j~ow&(xv`9k8z&o~hpb zdrNIXT59-iwWd^+D#l&EuL%WpXHjH!x-J+U9B;sfSTTD>kDh8GCpW!VZ*`9JmiQDD zU?RFT@DLUY%wgReG)fjCF=-?2D#eL56EV0vhCXHk)ukcLzD;1nraB?ZMDdk4P3Ig; zalu;=cc(JgB50{qU@R?6*RiAy6zPe^x`QZ2)2!g~==Fr=G$<#JnxGyZ16pw7d!BDv zfsQWmd?5e;k`R>)Czwq`|96?ri6w22pdf=OM{7=tK8LVdfNuy*oUjcjf<474A>lTi zsO4Vy5vr^6WREiC4fbQU;l*Q|pOh8S)t{opY%YonDV>m&{$Y2h7KIyA-&|&37rm>gB7FeYxMTo=-uIXxp>{ZZ<$6=3n(sWH2`TF0LcX^dG91m?6)Jx~Iqzum z@^YNDF`tiBRb-vWFV^=E56v2Rd{VE`FyGAH4TQ4=^YG+P z_I5-s?j)bwaC#iCydxrwrHH`MZbd-mNouyKrw~RMMWD`CLSrrem)s&RUvo5FWIv2p zsy^!gw)jN|txyBmg|}w~ZG)OxgsqbFwOtp&47Mog9t5V(3QfQsO?j_IfRo!46+iyg zU`;c{r$oH|JMIBQm6t*yu~!_AsT)zrHk)Q5R`crUFG5NV(%Eoi|F(hccl!GT#)13C zkGIr0Wci{ECC}~G2)s>vG28K7)(BrH=mQm+-+tsaZjZpde%(q~nZ%6QDq!}7Io`gv zMz%fyW*&)PBjH!eZ%}@syJz8@TOY#FV07i<6`S)hpGO}Z{ zadO9RzU$1m%QMR;7iwV6?mA6QR1npixo10?XXMIEzIw11QL@PxyOOna8zo8xrJJCT zDD00+HCL$=ygzGyY`7Zx?1X~^lstD~c}5eUZ1xa-)aBw6WULxi-5Ei!S+6bw_h*-*5tTGhTJ9W=abez(30E@Gh#P%33 zl9^Lz2kDNve)F|ue@P(9Eju_rYmJWnr`CJS7cGsZ`laJWVjh`pogVL8j}VZN@L#T+ zQ8@OFh5+??5$!UB3z$NI-f(ckwr37NLhl<$B^7p>`ZGmvH9H}-}P3Q%< ze|z>qpy(Ix=McIzc1-s+sn>o3UFqsBky-HAW~o4a|?R<$7UJ4Ign7I-twKEr%bLz0YT>%|2ZYStZ3k1^PG=ZazLnLZ#oM_dxYe zm84d-J(=MukmvqC`)lhx9007y-2B^O_BpLB$T*1Qrs99`!vkwIP$Y*=KsIwKgkIdp zR6)NGxhnTE>fBcIyP251UD7uZzIhRh^CjM@L!%-eAx@zN0pYY=kZe9_trMj;6#v>o?=1eb3DVX^;x}dM{Z> z^Jd;Z;tnOib4K?f}CdX+&{^B^XYqe2z?>;=Y^X(0_WvJM;QBxoEZ#X0`BigfDxIs_R-^cziRav5oMgxIN4&q?h z8#`5rb8#gMZWxLAY_~c!%M;6Rq0@63{s_0

`Gb=3*GMtihSC@*WAk%a)POnexxc zJ`i=O6oS8W8*(*0CxNgVoKhp}YzQFkPEFt>MO@e?-j)QC87dZmgxS+ZAv0+Yu{UX& z9ZjV65nC%zi&CvqY^}5tz|(3xS?1@V!Z^6=iCYS$s&8*Eb7C`F+9OJWIV78j#A&%u zB{!&0>#5{cz%Fd%C=(#fg8L|t7g;k=Z_g+o0!!Xj>UV7;XA6bfYO}t@#n*bFR=s2% zE>03Xv9MRBNSF2Vl?;BpA^vNvrT9lgm8rV~2!;)Z*bG`oXXA>25}Nonf`B%{Y3`;j zni$MUK~|?QW|Gp{Fg1`-f>$S}!DsK1H%T$Tc{D(3Y=jC++y=H>L9@ri`_dX&d9L}XO&K=Rxf%hA?-sKR0vSma^A#RMoNL9SO1 zpJl|}Iz|5*?2WGb=XA|^=;@+nPL&-Cq7?s`EC4iz<&O=S3*U~6PtEiYYy}j;pHcBh z0`b#V^y+pop!Kq%aey=vt_PzTdjU!ks{3;#Vhuvu*x)Ocu3YFZahS0I#%XN4Pf;Lk zcfydZr53@dB!|NTr`>J!I&%v&K6=!N$7WHva6Ce$u;lSMQr4f(o|$X05(aD9?&6}5Mv{T;PcXJtPl$)YG!-$X(F zSOk2PtFdasdogkD@o-@!y}te5>4!tV1?k?$^sj66>1V4f#!I~L2?8A69fJ)D%T=~k z!MUH{C0Q&2#_6Exb_4V2enpB(><`T2*o1RnwrXDA&{{1qkgtWHcy3u{`7+bfDC zQ@4-k2$`tT|L$w~bc>0gBxtd5ZWtT<`1F-seSk*fZ=3pI*p2RQ$+>=F0yGG`@fz(r)k@?RKpB@hE50* zwCt7qfldgmGaturoIlUm90ieAtriHBiV!Kxdn~ZZl?dIFPD45& ztTsLmWI4Nm@a6hxi4(xHy;M`90vdARwPbJNpMM?`YbEc1i7W)>Mm_R^Y-#CU5Q5Wy zkTfQ`5pY2_XVY;7npf~c-MS>);zl%0vD99+&owgR?$+4mMXT5Jl((;E< zA`yQx>&lxdhRf;wG*3w^qv(JR(^#hpzCwHXzs)I?XzKlc77L*JV4N-VXZw?{H*d zGwxJ1En-XtADZJ*FA8SJP4l3j142enGz7v5|=7V+ao(FakAu z<}?@WzU``eQ2ziJ2SZed;-GLSd?n7=AsrpM=)D`MFXHPqdM7)so&NnSa!p#n@ce_0 z4jla-55MPB(ne;$2UuWA7fGsiyHM&yTLPN$`@FIW#DxexiCO?fA8zkqVlqV6rvqG5Oj zUi9peH=0#s>R+^bU3C&5y?5iS6)2#MW^TnJh98;{1f!fU&{n0q*9=V``*Y)=Lov~j zwO31TR0ITXC5hHwu8H9Ae=%Yw14FM#zNucS?&bqA-vtZ_hl1DYC=)IILg<&yGtDXe zlm*RbALA^$zPzDCb)aZ{f;=9pbo(`pIKVZ_+fCrJKr$cHnbEClJ-US zmDVQ~0^B*z8Z4XlGRQlL5k!9Gli}wE7!(B$rPNQYXZY<^+>R^NKYCv*Vwi90tVD#F z{#IP8*8#2}jsS75jB(z5tL3Hoo6|V`paQpFFN+GJ4DKU48+H?%H=1bG)v+&{ zjD9`w?YvfL)K4$Ygus@9vjCARuvsxb;I-?hS za!vrEnmgb&65iV{ne~`Q$|OpLI(HQ*dYI63o1jm%I00l<`B#CSoB8qE+X6mIu6^rB z<`IBw9B}$k;A~8sU6uC^kuv$i{sAE!_Df6Ep4j%FF;QF&iE2#674~7lA2hZ?QHN}+%pgTJV2%hF z-A~FsV|PwTaMt}~>#(6|H~XbV`F#yVL@}p7oA!eLEJ*&}j^(ICPSyS{86x%A({#7U zh`zuh-fdOefw*IC+Eqf`~*2YZr7w0CBg{v@{e|Sot z)IP(!@uujnPllBowX0(1G(7xp>dTuK#M^m#V7%0q>3# zCA}+yvw9QgY-36qD)8?T8(qUNUGMIjO5mfeZuhX~7aQDTn& zrx`B1%rcgbGw%tV5J@5>*b;;_!DM)maW4B2q9p4^*&tFu7qW6)^9e(K^V9tR8VwB% z?CK!&RA@8nR7i&9qd6wGaHCiBIzickt;1cE*~`U8qiu~J-vUHBuxgp_I~=x32COW$ zPu6S{xvNm{lW;m`enZ0=Fr^x-@jt`z%AnN2*ihIc9K;nKP%(jgT+a}fgQ(UshlxfD zYVu82pse&R1e$MBDPF{geJ$o^c;Ji8$AYg&d-Q#^Ycx#oGe6(u=Z9CkpQ9WJgma^6Mx?6POR|{>zAY{q-d^T zc^d&99rzWd8y2l%l5YQ4wg)nvz-Kt@0XG};$t5mZ(+x&E@?Q+4tyCObh0rIa4`UxZ z-8CgLr;)Rb$-fTtBWV4FC~gDnM#OumBnR&srG&DXYn0 zITkmOyT~pJ9zNcmvGhJFp^Fg;sYMhVQc_>{$~l5`NLSZmJpCPNP=ZiWqQO9;F;en4 z$YJqrMAc7W;x(o*3EB^G<<$oLkgq$8sxepL?9m5pE<`@@(pv4m7fB0hpeWB4=cn2n z?QFJ>0p^0Igeh9^4N!0^>vwcCc5l7xl%4KLjy>YX*v#hzO1E8K=F?Cymf?u0wVZ+ zlm$k)ku-rq!gxu4^NYWLX8+K4FOV(}AQ}mx!rTXQn@{mb`JX9}grZ_lbX3e^doSjqgqYRXU)IU{ z%Lv0|5Ly8~$(D}T%WCcOQfsGwjhR61Eb0P}`fY{P%O=hlzTq)`HM1r-w|NX!#51kQ z+%K50Jq%fScT(DgBaUWZo?iA@9b$+Va|Krb!G4s}S+jVMt_bN^S)ggV`qe(Ow3umY z0Wno>xwJIEm%=d!XYk^ZOB?V!x1S3e+O>3{a;^YATj72J72gUjSt%6DWaG_;qf*mm zJHQWJs3!s%AJuOS94Z-xiznmRg-w&ZJ)-M|g3G#h9b3*6|9QslHT^Qn30R2Xdc^ipd0q}^8+K4O-CtD2qU((wn40=?03dk)E8M= zZ0l`*j3Fz)gfS3&|6FX+&)2=&4xdnu^B3*viGb%~#;N?eanAr7-|nFrN6>2uoO(pT zve$CwBXuJYHNKwt*8_BWNH5GFHrxji_6t!2wk$R>Lp*eF3^6n0Yje^ z9WyIHfhtY+bbg_|hwM$C^6`#mCBCRXOG)R%nfW>4kZXcxf%X`KNE+dAa^Oc1Zetsy z2MW80{YXd@`X)SQRGdy{0qEnv{>&`@hY`;7E@E}ZP;luy5jYbOKBG#Ty%oOi$!*5) z#;!kmjD6pr+NbX-r6knjFe}5=e{eXPo^C}z{EH;NpRfhrcEQwFY_FxD2t76BVP!h^ z)HrBOc{;l8QT%Pq%ZpoSDW#9i;@K(MH&~*Q;ONp?$+>=6PkRLcIlHTKqt7?u2>{OB zr=gzA9x%Nn&Tf)Fen`ouY)a#CH=N1nCMQ-^YNHy-k4Cs*6b0rd3KK51TtwWe?E;R7 z%{>zS-P#%YA%Iwlh-8g!0$y~>oz-o*Q{O8UZ8KboKGfGKczlZ=q@D>fNJ&R2C_4=o zy+(sv_C=(zMnQ*g-ht<5TClKF=%W_Wa%j!|hgwQW%jXLh$E+LD^=~@x9@|gA3F%kh zD+r5h(lP`OpssuXD!QJ{yBWZlUiyoA%NV$I&)Vs=99aSt$3M?F`z7&jKBG~&mePmX z84s53!R#?XsXn5=<6Tyo*xU7jGvHVgXK$2 ztZ{ZtKj#~(^*(wI+q&~v#n@Il#D)asidAKuCW?jtKP+XU=xpG#{cSlZ^X$S)oY9ZI z|DM+X-}%Z)#e;>F&4KnmIRkzK`~3dv0vwUty^p!+p|o62mf*GGEcM~tjxbE$=9)u_ zxuAb*r`tHZL@ifWS76j>q#2X>@nedco73Hj6VNC~9=@GP`%!+-P!(~N?{1=qj(r`O zm_YYl)eoEB1Q!?WG0Y-lyVSg+l8ILNNTCRXfiL*|o9g9~!sfe#j4iace{=T%wVa8G z6ue6G@b9c>;0{6azlV=cu8a+TQ-HLN-rCzvuXFsp_SLkDpgWpCo!eF{*QeD2mY|=z z)ZpelF_Ng(tRS$=_qjNumMi%cRbE|DF!EQ^c()W^uz8(VS#?IMo(tm@kA}1j7Zs4wEqhB^>msg?5hE)uEw#=~94n2G_#3o_i!NDdt zmNKuEN)^YRxM864nT~_<~%o4sy`KbSKa04ji z4%@FbZyglXi|r%jf7f@T5?Mo(LWmO+Z4Ciga_xG~s<*u@@a7*Lr2yko4I(w}tN!Qy z=i-ug%MnYr@c;k~KNGZf*zZWg@2{0^A|0<7n?|A1wYEVqM5F6)>4>E$kg63{_E5GN zK}-!@QiO?iJ*E7l^z4Y82AYw4RWBFmEEue2+r&ZO+bd_Yy|y>^CznH3lz__No1Ybh z7e}+vF*D3NTCnjU52m86nY+}}(l^ZPF=j)>OlcfCxTAzR132E=yk|eg!6yMMJ&Ktm zE#zvf#E6^Hje+)?Jr=rtuG*A*tMQ0@8~7l(ncR2GPzPF82K!gy6sbX>!^L7w553L_ z4)&g>ls39uez<(_q75`KK-@Bz8xxF>gns{vKs)ps9lf*AG1e)fV%X+uczAs-I6tn^ z)2slp3&eCYbv;n>nb79&zs`tZJfmArm&{diCPIyZ(k@Onf?5`m0Q3Sv-G+muWJAZO zzRjp8u#&V9&}al+V_+W;|Md3;h@ht^1=|`bHor@4y6FCJH53u7KSb^Y+gy;r$-jlb z$+z8AJh$3DiQj$?QWEkavXiq*pROa!JWyL6_pr7JMtCX}!_eOfOxmr?cKC#u3ij=3 z<>}=tO5-u=(@o=5=n*dJ?%Cry7DrKLWt9*#_o2Ff@%Cturh62oYlIFv&%G_$4J{(C zn2QCnbF;JnO(s~>FiUwZT^~%}?}KT7W4>-qcF49#8wat17d1M_CIASt@zeogP=K|q!;xYm5S`r$?6z3IRrt6m)A{-cU2Jt`_g!S!0i^g61iN>W$t5z9;4^{3-A z9v(=)tEGhq#}=_x?>|4fx?EqZT>xm|_e0Pb)}gHeF~R>+4n<1*)%WsW7ZedRKYgQ= zN_lKF+_7Lxv!1yo=v?;jI}|2Jubno8NE^Bqn`C`e<~u3p3{a-d;m)nXNJgb7{pAZ6 zhKYk%nH7w12!K)<9yFXO=NsvP6f&(e;6yk2=c{;#_(DK)d(`=9ZeE=HbN~$#;&PJK zSEhA)J=fW%e!Ej!7iuFifmc)*i8ROULuu$pG znDnsN*a-9}%(103@_Bx)TDv^$dQO8(V?CBnpR#~4G}zn{__b)`bb9D?ha86;{qLUN zZ5*tEp5m73$xCy8;nJVbDzpTG!G+uf@4Q!RLt6TxJgG!N0zv}L7!7D4#G7zuhfbiu{AJcS zWG6OwWB`yFy1n?w;jp*zx(EaWFKck@UAFoA%_=i5HYxeC8*9jkG=Z1dyrBzyj7($GZikaRc$D&?J0B zy~X+A5;pAcN#{xW=I`_mfH2tD^ZEN>#u0z^ut1JN`rwA1=#|82d+Zs(zTGg-T-f=y z6^f}18U80RCJ4#9NGM80mj2tX#S41q7ze0c>r9(*15_VG(?DAkfAc(8w0?i~fn0~M z5WW!ptiUY7OT7ODHY)UJC3ty$=E7ma+s6r{n{#*<@Ei$keW4Uv zZ`>Lk(^V1^#|(~mdxEb6y(X!TWGpRMav9@qF(*!^_ac04MovUx%l+(*_p~s*NE*%f zMHzKN-(W-%yUdiP{|4j8QOT>z4Yp)}*@$)&3wC%8L{p%}A#pc#cr&TEocNNQWBZMY z$c7LnAqp1+r2`$S2%8O+m@GzVKucVqz=7ShA(9eCr7w6eI~^$n^FA0aFRGq+WXTsh z%t6YgMGOIQ0o;BI`^BL3*7m=1xwmll-O|gW-?jQ}tnV{2-+gqDHAzzle))OBB#!> zoBi4zbWofh76|d>7n!n#S5(-mFKceRyJ_C|ghCI#vkIfXTkE=FQocO3dPCIte;i$P zSX6HlUAiTtkp}4o=@b-}?p#v3yHmQmySuwXL0YMmknZk|@BY5!;o)EIzIW!GIdje& zVDSrnt=wX&yEGdAmn1j>N*%NYMzhawjH+^83lv&#QX~p77V`3Z4V&Lf`(3M#WAeFK z!`f8gODZT)*4nKD`crE7+z~;KZqeLSUJiH}wFd|4j>OPkp(Ds`K`Ru0G74o2)Z&mt zA}QeA4*|xw8N=IV#>MoKnWcxvJ+S0&G%%;%4S5-u#uz*gH<9~5PgpXNpDT4+v3hsN zk!eb)ILmvm39Ywc9gg!aYsT1dqcK?>_gdw{>rJf5LCE6KFecSHO|=s&T)V=Ps%!og zI!&#l9&1nj4}Wr5Yy*w6E#%AX#P;+3NFQ2ZnqdB{!H20frel0{a4l4ALcrZ>4l@cRugM(862#6rD``QK_tm zi4jX@J%&2Zva@^I7&}2kCSKlmAkdF&?nIBMun$w-r;8D7{xf0JFcMy6;q-=4WheLBSZFTPFpnLf@VG4N^C6I{;pLWc zm&>uO6RV`U+s^(6S<~v)3%2C_yku`drYYI0Vd&tX6&efrezW8aSaV|;l) zOA*J;)bi8(j7(5h>}XD>wPuG2u<^g8Do9YWuu&!Xl&Rb@nqxRU`#pZT;^=N|9`W-X z>hvd2CkQ=&N=%9tdEhjM<2Sc-iNo6P*Rnl-9k=3Nk_G@m&E0sClEJY2u0}?9ylFp$ zFecOti1%H)nfL?S{UV#!^7H~7lT^V?PMq`@$(fO=lpj>^-HRGQ;o*lV2!L7JX`J&F zeJ1s+jv#Mlid2TOf5uHjzi7y2Z`B581!0pk2BZ72PJ>3KZf~OCRn9aZtMvDO`%g)2 z4EV=Y;heJhUUl5{0W*qJIaz`ErNmZJC>0e}zyyI~`7JEQm{W)hFLftqVmZh-T@15N zoF;s#LY=q7;BnX4oOQDIMAhHr+*fqAhk*sbf>5AzM3PJ%N9Qo}_q}aB>7IHwWxY%;i3p zp6rjiwlY7CfMAh2UOe1#IBZ@AlZ} z=ric$L;=}nkIKn(V;kv`Q2|5&|5x|5XLHeq-i6fWtxmwtgH`Nf1Of_GG_{e~0Lhbp(ZHJ?+!xT5XlFZtSQVBX1!1v^V7o_#72W&jZ-m6CY$$N71C z>K5CMgm@Z~?$Z-s=pQKN5Z2XdqM@g|J8Jy{f>TS;!0D_qi!QIo1yBP3RtE?0hoQ6t z7PoJ&_N{VzVLOE}07VIDy+No5YnyMo^GAn^)zIqgI2zMYIptQGBo535YYKRrOErfC zkxG6(CYhM( zR)eLFP|Fuv)X-WkX4Xw~m-p(?FKbz_^gn_`bfvP?nGWQc%BKEkpovPRkA+Q=o?@rO zo|RPim!2)4;dS=!EKXA$@^2ROT^hFd=;e!2(c-?0`dPO#uvDy*O_wgLlI)Yvh+~ik z7an#(S1Ba3Ez)`MT2YbQ0}DizNIGykt^+{+KzTgiahRC!6C)R@%jd%;EI$U z>ycTw+%*}p%Os{cpZG6_J$*>4!C0k47oi%OaoA&^1h{sE3@nKX#Nf=I+7jW`1TcYC zp~R;$Jl{ETtT@&Rh?_0aVDvx){V?%7^(USCeEWRA_!(QedpN#(AmlSona}%@{ZsgZ zT9=!f>jHSxg(QsI9U_zqelNnWw^lCAMf770`JfM`G|*FgCl8Bep2I4_XJ}!z)1iK$ znUMa{#jmv~_^N0yN8uAtV>WZL_96v92Q`7I^#-a~;l z`aTbgYPW1Q#X2>q_(6p8*>z;1Or?TU&`mPs7`fHpbg9J}+H<%1r1^HeZt(J_ZWz6X zlFa!7Yw)%nRx;qEIDwn{2fY&1^@ZThtE@g1ThnulDS-tmvvCXB6ql3RzF}g}{rHk+ zrC+G5GMV)~`4x=LJ_mA~hxu^Car~&@R1RN)ZST~|`)k%a4&0(UyOn&<@GS~g50!vc zQ+TD(69qhQ(rCL|>;UPa>4;GQAHWvacL`w_-lxlhK7dBvm_p-q!4a)7vDBn=fBln5 z#H1OHFJbRnCM=|wCR$-Acry|j!7H`77TV-Z*hknuuNb%4%HX(g@%3^dh<`8VQ+B0} zoA7a>V;#Y{pFp(&jTGs>cAOPV!}U*1ue9xZ*HWIXG6bqjN*7meR^!^4CSABX(fl~; zs$KH1N?NOwlvbOB)N0p{U0s=kDV%uc^QFNA{9+{=xMk9xoSX!fLJ$%YKkoT^9~ZSj z^5lL5C#x7Y*aQ;S5k$6sRWU%t+-j=JK`JOC#BVD=?X)g-#j)6e`XATTzV-uNCOkL} z)+&%BeHvwPjK#YHj})txzgn@b@ymJth^Dxy{FEA~HbrWy-imNJ(x;9_4TDvvD(qgpl!n47`?ki=?+xqgrSr}7 zm@Ox^ELXAQX*~%CPn=}t=Bp*GAgDBrV6Ay+aNTxQnty!$2WAL4YIhr8Wl474qPr7j zPZK7r*u=JZ)3biMJ;{*U{i^suYZ=<(I;#VU$0Vre!=f;{s zxQa5?4gdxE9wdz@DB84dXtw#SLv=e{!Ibsi5bxe;yD0Tr(Td=bX{~*4{VStyKu3og zL4%b(2RjCVIWwFgs6fA=29+N;iX9khdvy^gcc3A~wc4Lf14c6#zFs${cz@j>%xNW$ zN-eew%HVZ9@M(HT#^s;~V@hOZYmuu$Y}B6b?uT?=vdWi4)Q8Q}y2DusLxhpX2MaCt zTTKiD%&Ffz986mC7^fur*d@59tK_ftpuZ1`PtRUDB{upGGZJdLJuL~+KeGg6ugtNf zkPlE$%H3~LH8L*tvSyM+r5wgvB4abM$VG*+_}TrgWf1-XFHZRB8gi?DZ402{0i4&^ zFoinIq};753pj}OBv2z-w?dcM)riS+sdwsd!ZD+`X0Zrh+~hf)_YWfSgx$;SXT9wn zj?;uD-jO3)@EFvI!j!L;RUe60xh3Z5(v?Zmi1+97%B7$nS44AS_;GKr#bS-QR350b zgShLv&4)KNZPKe6b2aQe!V{gf86#9=@S|q9Y4<3C2W_%5&u~^m8ur#ehR|BbpB~(r z%o0R|5^|F29=5|lmRz{0BfM_M1|7fHSDR|4WD`8v+V<|F^tsB9;S|h;CoLvY^@)(f zhvA+MBl@5FMFy?1&d`_5J@q;99XAXwMW($-M)6!Fe0v-Bv8!11{&<>Lt+dEsI{QjS z0)pBdEvb=-y^nFZOLxAs5noM@c@GK+HlTAWD?WQU?yTFg{*SzCAA^4wdsTA$Nd$k~ zL^MgpQF+J@#u>D@NjmfdGpH9jvbPaGU%0Q1Bg6FN@juh>yLoMf#hpML7h^G>p#ux1 z4WOo>>uem+p&w^~w~qzZB9#TrjC(Qn4-6Z0N6#{Y&NpK6^fyfBDOyEK5-=#VO;34Y zoc^~A2o!PA)y!%9g&?d*tuPVzLWd8^^x;1G_^6F)iGfKgu76s0e&{X#O~^|j7;d#) z#wVRGQg>%4GB$G|w8oJe94%}|ZaOmFe0bT8!o7Sf7R{b-{Pi=oV7poBPX!qTQpm~A z1nXWL{rN8Z_7OToku3iEB3kQKNbgo|CPPuNieS}t9|EUvp(F!+iCh$%#!Fj1zJb3C zrQR~bWE%c(l=I?2()0;==iT~{KLA0}hx$$n-$|yEHk<&GN%xZ_9>5&-r~m7Qz29@{ zx54~mPO$UOM$@i>R8$p|_h>(F5C+w4sR^<_(_{7+`&hjWjNG=~*>#?{BMNHJFjR55 zhdmM=V`Sagi)-i1V;Zsa=w~u4d_y+z2r8?yMfmI%At`|(PJt`qke^B~HJ__y{z?c7 zDv0KU6sm0uiT!duP(K)=CSh$zlEG(ns`AW9r5y)$+PF2)+meuuTqWt^o6!kk#>M9O zUL*iO)vqC(8fTUr@VKJ+G=qf+=}nhNn+U8QerKwH_SerQrxK zHcIQRS61EmdE}j_h~G8JJU@=irhVW~yUv5ss4J$U!^6Ylv%2#U@=J8+d+k>I>$jICzI;3X7{n?p|UdX6P zy*K0dn_IY?72j0k%%~OCX8Fr_VoBoja3674uD1{|3sy~<9^*{kTPOs8v5f7P9wxW< zEHS++;AbnnYeTW%V8=TBrA*KI*E7~X4oWq8B5yJcFdq8PFi#x63>aiSi~_?o%;i)} z<}qV5!Y1_J#Kp<0H7wW&g<{FURw{geXY!Ofti3*g`$?jzetl#Uu-~KXPSj)b!G1bN zn7$nY)a7=v)ZuKtEf{6^6eD(ee1FWNSzVNDMLf$L8Zb6}JkSz1o*ats4YRcZbDXUs z()5UA%|Eee81rTIH!aj=?%GP|mdEx`c5@Ee_7d9QMYmS(=!!CQ!1xdm4euM%KB_7y%OL#r_9ptY1AiZFgzZGOW}qBh%VJMN?{ za&P#05ypjW*0*Zy;=+v|^>gcj_pHru`F6F(+hlYOuWdygQ}YOUYmYnWb5C;f)hD++ zlVrEwv9t}05%Rfk<8a%zr_5qRkFbo@ojMhollX<%c|zw~fXe}26;}r7T|0i^jr~kC6|9xK22Fn*%*S%gRlaUPpbhw%OXmB! z9#LiY^gSonD(?q%s*ysYH>-E#8(hdRLDq*tBpy`#ylr{9l#1X7Yi99 zg0OmVKKCb$!Gl?8(}Ic|=HVFHlUY&UJV#5Y7F48fXn;I3agvDpL0NhLMj3n>$P2#t z9BKVflP0p*cj&??Ggr;U&_iwxT8{m`)A;-+4t4F#FL<$zzz`D?bMGo;W2`5w2iQ*{ z!X=6)bX6)n^y?evgOC0T5qeM03+7qX%;@x=1_(jZQCO}9ob!1eJ|+c<3ORefULbLzp@yNoD2V#uf9@g#`sXeSXX`XhM1pa`GT;Cj{xG z%3v5V@F--YWqc%$Na%ilZ8Ccm4OF34+1K|r=>Z_GPtNv{Y-*J5y3SkVzPGonyI)v~ zP5FTJi@NGjXe#U?wz#P&DT=5n0Uj+^fwbK^?Ha@ z`yX;Jp-(vDb}h`oV*n|cL3oNkEmQsEpYK+hU^1~5%Es;MgpLEc%h z+w`>HSQQ*F402)oifc72MXeTRtLZ;y+etI#FN9aU&J5znE)XH7AFr!-PCzso-5xan z<3^DXhpg2ba;RNTkN3$ZiE>9zkvJiKzw6PVA%iAVt_rooDZ#UDkK08(*0f18 zxNLnPWY)!%o^O+_M}8N5*S1Ugnnzxy=@>VgUmK>j1Tbk>D_Q4_-EIt|lmZh~^4AYF zP?H%ki<$0EdiqRu_eKnSE-w7(0so)7I)7gvG=>Efx(~f>sfAu!)Iz4@$pr7u z*GkFPNIxJ^pT`F2f3I6&tC>2f`dg}A% z*?;Zcv9aSx)j(usby@Po%Z)-i3Do*B_~|A=&_fs9s1=!#mz9`N52=1ys-5YK0*}4w zs#oI3YTIo-mnvjy$#i6*!%Z2LpyZmc0~fV2#^b$_fN7=!^M+2)@=DA6isGOPm@w~Q z z!4}!rjJ8NFB=U!@KVM%@VX55HWuOR_p#9_JmAT$V?-QO$*~bOjCoyKCS(9MPy>Kml z0<+JgoEYagYF%b(GWS^3xTfg*%>}3*5m<+v7=-&%S4sDZ{KQbd1uR%W6M}R@4njtY zko=y3y0qs=)j-#IJ`Dc>TJT6p0}ftlk_fSt9qmwUjchVA8s>0bVL%%ho6gP_1j1vJ z=*EwfsaDJL!5hi$6_+wvsggZQTPtnA7S1n{P=e*&G|jH z$5+71lI+C&Y&Bhjh6H{Ei%Fj$SG7Ta>zO-SRV7) z1KiG*7#6>rQoE%k)x~$DR68rORA08PzBqL2#d|Ry<8dZ4I$rEJ2Wz zp{ETd^VvSrtE#`JBfp91u1)tHxA(JN-xYKjI(q%;%8!D@+Wrnm*BXB~oZT$#b|(Vq zdL0#`FL)6{jc{adOtlWJD0al|IvBjYC z=}7PW*D2o5=tu8QQAuiRshHBMch`DpSVPK`AHvKG(CgUZ&_)<{hDYAL9sfFq66>V( z9YJ3`M-OY1mc4e*KKr4g%_;w!j|g;zHp`-!8I7^B&~xauFWfh5JX{dKdHEi+ke@BP z$nK3Xeg2Qoa2KEgW+;lb%&a8|=5&Cp!zwZCnO*cN_VPXMr@@`a#_nR<^xggv=HpAB zG;2eze%!(QH}@yiI9WP^l>l&?W_53`w}CqH5l}_1XfZITJ3MuX`t6=aG`Ra(-QAGC zsF!;F)8k3Uz&d=Q5+kZtg4616#ZyCj8~Sd$k=8a{62``AsoCs!p4H(KGgSsH@M>k! z`>M=Q#m)9X6+B&jH4% zDKmXSvgbMu`ChVL!U6)s`8USdr~5tK6(&20^P0SD2iDp%ZO1d#*XdK}gWUP(^az8` zI*Fa)<-}L0p)gzKhS+wRMqG0-vfff^BvUo<)P>b9S|QRWg?-=+l&v5@^_p0OwU;oW zjM|mWv^N|lEXe1#9TA#pdiM4&?^7!)61o{-NSC;T#~C?AkUkqju!DS8HW%8go8@Xt z6p-Pp@y!$z$;dOvMT=KUZ68c~;Lf_QZOQMF9YPlHDklel);oYB#xk>%147q8sDzk` zk%}Ra?*M@^9=}}>dz>_c1E>oRAi2*7lQhPcBhYJo66K-CEjqmX2}mqK2Bbk|&%>qM5Ib z0}uuq;P=DEQYGXE^F+Ibxa%~F+z0-aHzehQM-1J{+@340wZGR>2EX6uABd&<^D|V| z7%sz{23P~;^bTWa8kSRllarag$6@apP*2{iI8RUeznd~^8tWzd^rNEXGE!F+;ycc| zn0lz!a6D7v#awE^Z7QZs|Dj%BSnMBLbYN*Q9VFPbLc%j6G`ClXl_fWf^g6kLMKRc$zKK z-{0?fZe4pN5!OI~tub`FcX?myFdL~uR&Ptiloe7eh82FDG$(DbBIZHi{(B!U(z%is zjWYRUy$=?6R7cUA`_c7PnUtYf$m@irFIpB^7%jH%6z5j*{(IPl*zx5 zo7VPu0PdSY8BmlCypo6({uH86TfxPG2aPRpi%K9DM61Mb3NJR=+@z2T0et~Eun9+# z&Jqx!0(3(c0SMf@b?qb8>|fet_Y#3LwlxP^(%{-{c(?*TsS2F_BXd~Pb=VJ8#xuBf z!u=v??C<6on4)4VUEgF*dfvaHYtiWl;ks^K*|4ojA_{a!Xdq)eAjkAOPfGBM{#U60 zwXws*GY|RWY|Pnxv*$GNDyxrJ2sndL<`eGNhUP?9^ z`WR^8y3|fUo29W64prV93N(8i=P+EyyJUGW{EmvINqe#mc_xYM0^Yb5RIZV{x2gLC zxLroUoGIIK{rpJe6e^cu#&i(B>0=(L^S7{g^J2R#8Hr$gwQ)C z&HiJd(LEE=p0tzu>$WK}uj>u}c54R*2cW}VBBJ{1H>u(5d`0TM!XY3az|DPq^OSeL zVe$mHqO?^T^vFTehY3xRt>FJ;-BlF+M*l4P(fI8?=PMem^PYL%+_FDP@UGrM1(jF| zQ_WcVaKIx~hcRKYXT3a%G^*rdSs;a-sbeEUXk*qOiBbsReFtiypvLNie5%uXH_NFO z*%giu>)kSiY@(Nj&gm!nZl=YV8sk5M2g9rHs6wm>CZ3zM)A4KNGj?@;9!JG7%YBGt ze~Qr?+n8^;tV}&sp9}i}E~r51Oba*)u$3ShEJaG@+?Q9OV+WVF`n<%@-K~lW2|YU@ zw-rKxHPA3R_FhnPww~MAR@15$LX>?!v5G1$3ha1L0>zQ?c4td2m^}E>6FFI;RDfu1 zojcn(R+@C8R(Yxczn%bdz7~aM#GyMPkK|B$jES5IYXVzpUI|MKggfXs(XE}%I%R5b zKWZRoX1B9**7Nv1&)P;iRz*yz1FgdXtLFnkmqnVho98OS9;7S3QfIIQWj38``D*>G zar_E|Wo@C`=w*GkbW$S=Rn;hf7RdBT=LfAIi-}Pwf#8FFh>~K7@i>K-8(QRt<5XM= z9}@3HI}Q>yFjK%MV${1ZOiaH|qJ8>wdcXhXaWP`>>fv<;XK+7Az*^ZlgxtDz4FoOl z5mWDadm=!BR%=~mk@uB!HU0d}6T^T>TT;w9ezivCcYE;i70IsGdHJO8!}+nmpW=Bg zacicP>PTCrcavD`^f#lC&9TK^ROa(5{W@*|JOkU|^d;5=;~k?wzENp~bWP+q`5oS8 zd>2*W)B)-yahqht%E%-IMPcDOMny`_ajdUCP~C1F7{js$&! zEk!VQ2?hRlpIqhCrH6y3*l3@vjemWe-gl<}?)29$20E1^*k->57|D7(%iXrUK9jHc z{wuX+?fW*AY1&zOATY}_Oka{bF|pJ4JekMc%-nU-_Vz`4#JX~6Z+oR6kql$bsSh%e zwTNehSp@%0T7gC#F~ti(sG8whRhGU}*|*&?U`^#2UB`qlhq{N#2g8u0a6$L9FxLT@Z6rLpTY8Wt?^GLRWXyyA69b zU4LVNk%Ui4tLl2s3+5vyw;uHzKW$08zEGY+i9?8auuCw&N7}W^5d3I7eTk8!ukg{+ zHy5MMCSTf=UO(o5`IvA7(9Dtl0_QCI^SY9!5L9ojJl{vr-K`j83ntl|u0CWu0Zj)r zs+g%IWdOW5c&bCy?KntvO8cialo1uG0wG(KBo8<|2?h4ng|@apeS)!c7I~iEsCm|i z9y`WnH1JtlUZ~Ty+s~}!kT>za zgsve57(6!>d~>e0l0&W-s)x%Zh0h615JX=F1)$TzCWxSwQBKKA?CY_qb+}=%gD9M! z4XCp}ADVVnf+3miHHAmXV;!Rx)QWOBKKP(c4M@+)t>}?n2kmyw0NA(?cZGF%$FqvB z40S^VRbqcG!W=k5bkNJo%YWl7yFp&RicY7I$ng>}hHzZ{ijp4%@DzLw1n@|s;tp7P z(x>2q!t<^~c+67XPpvn&dyN@#rFLPtV0zeq6Y|$6ma`{P>RJvASk$uniw?a-b?#2i zJ&7^YR)jCswY?IfkOA8P+l{4M`NU<3o$HDuBsOM)z6$*M4WC->YW{x`C-)~hm81ej zAXv2)*O1q0M#wl=lTf3lAI=8qG}*15={zwQA^cVmcXFhb(CrAI8AwY@ZaIK?O z)vYE7qEkP9RSU2(SVE`~G|MabxV<=A4{txA6v#z+{w00hIOA=h%7@*_uZ-at5@bs3 zJu4gl-3kkX;;|%);Tga*YL886<-E6q0nWzSGzoJU-#da^SPb3<*1WH~-nL5rAB_+V zd;2rtJD?2U%>MQ5?b*Jssj}?oFvhx7zt?SgfAllml>Sq~Td(n~Y2c~6{;;=3byH=l zyhMwwN{25!N=PbPaL~+WT^X&`p(Tl&NB<4fu4JakIJ~_k4acb#)LIBL0Pm4|8ejgH zMXhi1zh@KB)IT_rOmS1;;gRG)tGG8FnJ99=Hay&JN}|gJ^5|TeCyeIDBxOt*cj3Rg zV_e%rze>NNrDU0KnRTw<-P8yXm97&YVeZ!aS{X*H$91!^*-1>*Hu zIZ0<>0i#$jH=mEC;)BnO>enUs5&@vbx7n@OVa{L0plrPsl0B)IH!+>vIF1Gsn(}9l z(((+4w1t}aehFQ><;rwndaRA%RpGzE6gvBXci5oT^T?qUjmK7#U0}HF?Q{kgn_+#_ zVRJS0wzB9R;*>`z&A{I_UJI!QUnzJ7E}K%?jCLgJJ-lU*T?N~oq1|`}xOcN+OAyKj zZzfMW-cZ0^tOW;%x-7p<$#}fO4jpsCbNISLNrP;K$SEGQ3J8TIg8CUK#PZeF0Yt#@ z`+l+O!4l@nz;y2w0k7mQfOm4#GUt;e_mPX6+l4brI3uU?ENqCSB6O;kY1I)*j-{g8 zR$CXXne~UUwpj_Y4Qe49K&6DJcF(**x2b-Gekks$#h(UyqSDdLuAM!d`M~gBt{i9q zm)#1pJNm$bfZSs5Gh+U!cWYLiho3j^_83wc+c=HuQ7STZfc0czM znAQC2y#mHo9tyzy4H>7OgX0 zLs|DeaJ8}f-EXg+;h9Z?`iI^9Zf8!&X_I9bKphS&)214ks=}m<#Rwq!*>rqrKgRbL zN3*MW@F+nNIt(G!DFI6IirG;z`38-lsAf!zF+bjq_P_;BH%0Iw{mG&(|3Y2K*go?c zff8AgY9>6tHfg zGN%)39g*jW~^WEN<$R zcC#C0q1CD@DV$vtDRycU6u3T=y8F3p35vW|h*UCp((BsJL>L)cF5$1@u0yp9A7tIz z9i9PB>m5jN>_aaF)A8o1e%Hx@ckkjN)cy9{2+F8D3Hqi2Cs9RTlsFP%jRwU9EJ9`D z4!pXV7XE%Li`7M#y<*hyR43DkUOao8gR(BZMnx;bD}`E!Ch3NLzJonH9%?EQnhsjl z2glL5bfu_4$geKB%8qBcA(?Cwxo#7Bj?%ctN(5^ zbP2J(@`GymDBI<>Ir2`*!pN~pkEEg6}1{LE_z(@yp6oq0ZNQbOQBa6cZmpcdIOoZT;Vto;+ zAkvY&t6Y9tkFbAxaK&~4z|qd{ZIL$J8z%k>J*SEFh&MB+{1t~`6nC=tFm$<% z0tAf|_c8vi?tH}4N=hkb^RINVaq$20uni6Rd4zQz|HpcV^fziVu#1#>u?k%Re@ghAmyJEA)| z3F=;7{Xm3-gwiD{83-&yWPG1Kk1u{k23E{BWwcc95XI$De21lnbEG>$pt9 z&LghMK@fL>a$E(o3#VRFB*nA4iq)~6_z&UjLO!=QbUGqneJfX0_jM9$si1_B2;Y1S z1{L(S#gwxtld@ukK=6^}GYeW=>Q){O0PK3Y4)6)?KC101BoP9_FX|{dI-0xnZsnf* z)jDNzC~d6jmz(^Wrj|5j5Q$95PzsJ>SR(G+b$w@3Uw-bVSmZ&NCW|!ukFw4gPJUw? z&b8{<fH&_Vy5;HTafUYyB)s44Tin@dt7%zt--tnrh%!{|?Dd>n5lju-zt zG`NVl6nb_N;MdP1pM);#X!f4vT8p^2Gs~#uMwE(MyB{4d7A0G%pvwO!&+{um?7t_o ziBkI0=7_-MvJr%hl-!9c8zRW==VAoR-w@&l%zc0z#xn=kJZ*1_oz^0-0b}n8~t~A9huF7dKD1p1U)AIN&({|P6JNdjzPkGBXkMM+`0WSY$xj@mRWZKMe zdCoz5NQxM!C@mOfaZ>js1Nn>#j+`+%d(MdW{e*%G3=Kw4(#9g z9uWK|xT8O#1WwMBf$Ie6?WoT}pejtwWXGOx1RaJ-3c?>O9o1P_G7y!J?n~-4g0oqb+=LzO}dD0aQXVsB*$gaX-1F9ZE zO*tcRqv;s2Iqg(+0jYgW8YRx^g+MNZ$d2CS~#8R7%U?^ zb7co3nsofDU~qCIhO-?C^mMU4@j!qw|KPO(b4#TbYenGp*l?1Ll!)j+$8#RIr%41pZgB6m{O^r6N5~q0rz#QHom&WXUS}6;5|KT0MsTT>hqM4rdrc zB=cB+;%Rex4wS_v7&T)bSoP4<)Cs#U9ZU@>@;^})T=iKoQs&Op#3!lEAq52qx_RcZ zmlDa8|Dm<=l%hu(re488R{m#-oUGP;yIT7-JkwUfC*gw+ zgLDLm%of6~>!rA8a^J)LxHl`ne&e1&iU~Nh=nKGog30aqF|(?+&c!F^%#1HhOMhd9 z=l*0T|6x{=4^tkbOA}X>nQT&!!5ejD^0T8_J>9W7$QmzJ^r_C|s~;k$MwZvcXRk~* zt+owdfjls`jR)zD!4!Wg8oaJ}K0X+n`0vEN*D2v)tKZAHm>P�=OQ1jsjdi+uM@q z<1V>NwN?R1zVxRO3O>G1?Z6K=o3^0eHPI+Uc(uQouR!jkn!baP%Q|%68gW2;Hc-j1 zlbo0_F|lsxF;EnMUjfj!Ld^<59!M3}E=K(&lLsAxzA&ExvyTo{r<%l>z!ae(LpgC* zqg@xHTbId}Yfj5+CPvMY*@K3mp`*Hg>a<}{^!rNjqqO*uAsUkJ8y{MX+ch`v2OIRd z_I0GrMvT++y1wC;0?mt%+b@&9yleF)9JnU{GxqNEA23+-hvW4J$MJwbrk$w7nBuL4 z72NxTHB%w|mDQ3sr~)6wgv1awbTk}4tp=#g62TP`-5|UFWK+l=Y{K?+rj|Z~_{P6G z-u_|#c$>fEkMsG7y6|h`%k*vuw=*<|6K1A*WWRM;G>zzG^!INiZc29G*gP-+SK?Tn z=6}~reFj8(>X zv_iPp&~t>Z%T0ETM^jsL&-V2^X~81Aw^ZN?$=ShchOTb*q{Tk12DOkjz^QA0s)LaA z(~jVBYt06l!M?TL!|T9zrnz6t!(yoQW9tIzOY1uOTCCtN6&jhMB-S?b*EFV?NXzua z>xo?#q3UiZ479{fyw6$Fzi|35$<=J z5G!!3rg8@-b|E9H=#+Fcg^}g(H;Ga#3^bh0a~z~KsS)`d|32s6^EKjG773H+MXv8D zz0BXT#&$yT#Yf;_QY1BKH`)Cd2Rz@eiHw&(n$@*6gS%yWJG;ze&mnf_(~N$4AN z;(WxgSoyhI=oWnH8Ns-h=dWRS@3ZM#e*Kmy0wCce{;OVe7a9_iAN_9@P$*n6owgUf4~S7v7DmiOq#tM%3Z1ldU_MQ!?c%n_ zGl!980OVW<)PUc4whAhUu|yUX2|0qdRi#E|^17H9D`W+kL#D*y3@AuD4Z82l4c_7a zh;wweB<O&_ucPmX|OeZ(D5YEWLMog1oLm{w%f;-^N9@KkPKCEIoIu_d7Ug#7G6FdY zW&for0Qyj>)9%%K+Y&wP*~>KrWg7FtK@|PY=-b}`T22x@k`JL# z&k@ECL=U?_Zz2Ni#b2e+7ySuf#s&lTF_`}CrqJ32OrQJ=EG$@g)rsk-GatIUez=Yi z^69F`%YW`{9Z#pGJv}HOR52Jr5CT>e3Hf4P$70I>&z}b7lyM^fWFBmWWNIpuH-(Ys z2z@f9QK_oy6izt&Hj$rMdsu|b?t013lKO2)K!T^`L#=`;d1HR=O57izP6b`kXTZsL>t3!oocQtq1yk>lt zSFQtc-{&T950`ZN0AkIcjU(&OHJ?$n`OxIU!FwPLB)k#~+**HbY4g3$&CFiY?2y>< zs$$Rjz7=5NZKF#snt9!`Nz0CAXXMt%?hQ^j2Kr$#Z@1qJZ1fNXJX~tS-oL4bey`_Y zy1nNics)H0V&Q*WiK6~|OZ0u-s%cwET5%~;ih&40aPgpb0e@GY z*r*S(KFqpKbVIUvqqxkBmRP3*+!B^|9xgtc>k~5W4a4-eL;)<{C;;~D)G+w>cY#E< z6-xqdgLP+^SMP2-xrQQ{7+%bk!y=!Ek&=S-{&Mo{VOj;*loX(|TBqq%^`A7xxz8}m zkrTb@Fs5|Yn@XGJ2y$}L?{tj#%>O<@HPb9RecI}VcL)0UWCC0rXFFM_z0KCt^}!xc zB&yCI<~HRrfbQ{!nXJ57)WRj|FGiWZK19a(gDNL@%Mf3D%OXXez)QynVJOo z01E5CB3TUVMrk`C0}9EKL16$K#k_a=RzG2G~H4 zgDmz7m6TO~u;+JV$e;+iHNVcVv0M>-Lii2B>PNr=!HV6socvpTN)_0dZZlR^6wdbq6iHu5`C zi>!hw<#zV7z|4;IiHf-pm+ko);BUR%vq3zL;%7$Vgm~IdGa*VQGH93sSC5@SXX@cb z)P<4*2yLWQ`|126YAZ{Zo5p&&$aJEvdY-3qSykxYp}#vS&|$`cJ#K#&nPUnsHD1pw zlpK-hrjbP8f@qUfN*T^S20uFYgr9w^k~m#2!}`%67UJuj!>D2T4n~!fDaHepsl{ps zJcMe5X}OM4In zCXN*7FgW`^U%ZWG{uS!~0xgZrU4C<5PmhFHE}*)qhQ7zP0*QENvxg^f{^tJ8t@QZ_ zuF`fHZ;%DP{gajyJ@f}+3K_dvA?AV1usf~^;xgnwkn23jLQ^In%Hf#9%l4* zuLF_dMDJ{&i~!_!ywq|u##9$QvIWSNmfP$Nn#^KO>Ol6!4SyF+rd#jyQZ00*uG_(z zRJg~9^gG`Qm3cS685x673tE*=lOarTiBHS5#d7vG1{|WVn+cx}0EWJYkROcyAYgfY zf3X!~E6nuiwEwVvX3Pc%AK7Yje(WH@6-MolgUvwzIBV@@H^VbKz62o5Y$pJjb~ZVf z*jJ2=^)Wd<_U6Ss@bJ9$tLUIbn+3)x)@brvfrn$D z>??U_0_`uEPD;Z^oC5Pf`i4|l!}hi=R7n|i<0uEYjU^rCforW_FT2wxmrv6|@`BgQ zYMGj!NysZ+^$5|auc`HdkW%<}4g>4K&K(t7R{g}3$(CQ7_bM+3?<=UE1Ox@UIy(z< zXpEQZLahw02D+wc-NT|5_b69Vph)tu>zLm06toV|5u1^tS58?&{QPDmRylLP>7{z+ z*=DyNpdu$iaurKd0D^oZx+%exO6&!sO9v>_#_JTrVlX+wlM9mx5wRsgLCYq8K{(2M zvFTY`v$H-{k@g3#Sq-yoWI5Woz84!2MT#A67kUJrff2zb-TcJy$m;)p%sW@TOm z*7plMUav3vU7+E02cQnU`)JA_tcMD0Ol6A7&~`W}B;YM>Ty3XD$P?)?-<^0}oOoSt z>Q<>+topy!&HZ$x!@2B`@0VHAgO8uz^Y7<-%A24CQ<7*8)z3$lK+yd;5-VUtRL8!+ z$~gb9me07>3rn`04;ui<9EU3v&?Jg56BF0MlGV3tyam3`i_75KuB9~?L?M#z5>hD# zm?twUbEA86KX5k$vQs;94ZQ%`nW%{8W=26lLHQtnx-*q7RaW-ge7+OA$0E^UmPtX> zN1C#BAg$!k4H6Rr4Gg&YPPh%U7U%^yy^C@N4)^^|2+GJ9sn=#6XOU>E+6C`;3IN$R z+hn{xOxK-D*#oLw`2L$Z^td_;;s#rofXZkL3OuK-+KD~k{@k3Ml0@bd8U{e3`>g15GiavriI*2(&;xxrFjsS}TO=!V!HbViM1$_eR($blcT?7$ zpmFcEELdrYvhw%78O!CL<*D*do0If6{bF8Q*DKJl@~85XqZ1Yq~OFL#+F= zRWaPU19a-#&8%F>ebHEzs2f&uFiI*1P}DZdil`~gacm&f!H99;cy-H26;Tz49By^& z5^J0|rO*i@!HAVJ7UX_CAT8*&j#%CasZgEP{kfPAdn!O{MKU2xL%jU-sb>#JCq?`J zRni#qtB-+Q*2DX1fliP?jE(hzF%#sM&!*f-@Wt1i&7{DFmN8oTor3QEE3Pfz8O)5l zfVYXj?-J_fsgF{SAipK=xU+rrAo^GYRA7$fT7+Am6A&^xk`iiPE*3!DYn<@Nrk}u< zz(qB7OI1|7${^Bb9&^$r6SDAqT1GRUYCm_@YKObKobG+ivwNMdYi8D-|4TfJZkP$3 z_}5cveeAF>eV?o^ivtn|3jUF1!r3i3uGH$q)GVP~1yM&M-UXobwfW?Iobdz_G@H9`?G5MPFb@a>b_}w8ENADt84zSrX%q8yrb^px_&z43mEjEv_O z=gj$}8&!po;0DV`rxo=C@?WA zqSN$%T0_n38|^9M^3LMK#$pp5-|L?h18L8!vL|!@_H3p(|M288Yw_XJ|Mb@el~*sg zn%s?xzj^Vd>M@w;&alo4NZZ}iaU2HH>YxQe2--w3=fXNs;ZG`fl84l2xq-N9t-gOV z^3bC}6RUWUuKsLj>r^G#&fmXs$F~-jhd>jx0_Cl@StCf%te@VFBdaV3F{ZDYdDKz| z8VMwHyw67Rf{Q=^yE!Z?Oh?LCR#&tFN*rfAM|JZF&PK{WL?k-h~65@7zlbjbMZw^-7*I zyK^Dzlk4qqoVWqdar;h^f`%sgHIUhoYsO9XRX$zG=?MVamCix|^<3$I{ji<(ecFKvkHpmOou(-~Y(z{gcV{NU?S zxBMFZsUQg69yNV(PF0WFiE;q(3Yz0{v1L^5buZ`=yQwuXnAY2K1CrPu{v|u(m-Hv*^@LtdQCBc;Ij_CI>%UR28_DW(xVl6#6=k8c@X3^ne`J0v0COlm#{~fz$z3zuPA^fo%6U^ zEtdXKn8!yU3z~j;sHj&jd&18OvN zDsFxOf7=SxU!0y!aewo$NG5D=822c3y2SZbUr0S$`{TLo+-U8{dqRka0#rhGQ;=z9 zrH=|Cre_jkW=K;6QEIQW2mqtOo7zpC-;@gbtLMRGlw;yQ!QpmxPGpwXT}NYje%GLj zd!)+4xV7Xqtv8IG(zgLNi<7E>*p?!uGf*rUHBHsImnXnN{(8N-1JUSt-hUa?`Qg!h zBgC%@GT`vX5nh~TA;Qj`hwfI&n^RpDCVoPv{}a6{52Y><$j*LA2o=?7Yt78}PlXj3(+Y>?wH%%icgVygFT*=u* z*ptC%N>XUo)MvQ3e^Sl9>Cx+EXM$yR)-ZW}A2q3JnByAQJ(iaP;*VQGcW(nW@YyGC zYSAdR5Pi!%`rAJCNXEsuCby2ulx}++IHgJvICFMYgy?ZC_pfxVo)TYe*y46Czi z^+>Uc-o;=bUXX54htB+Kc`V&CHVM?(PnEG*EDxx^hb*_F*n1`k3uvm9P*Uha3Ea5) ztPI(e#^41|PTbHV9RKR-7a}OlPQHP_VsVt>f}MMRH98fP59zsUs6^G>g)f8K7W|OW zaa+#es<8WlgQtILxh_r-diP?aSxz~ba5MUv1p=ApMQP_6aO;M5dhElVk2oZg=evBV zPJP=4D-lW9F@Pd~KB2C{HQYJsI5 zu2bN?d}kQ5R2SurYtkdaN(`ntmM7bR-SzOU|NhxE*2y-J@Pc<&|*{Umi`#!Zz_!hWmKV7B>)89CeC>YY1VS#S)# z zgH@XVF|>fvuJ`w-$JGAa%0p{KZ8uge_XUE~)w$qn>Hab7XF_`RXSzoljoN zFUV2*8A!M0=hu<9{mA}5u@?k)*}nrXo*4IHpRazI$<6I-TAUc4?Ip%8wq1PtYOtdg zVP(;<*8!$`3b_uB)E*Z~a<03&f*rYhj5${wv8E7Uy$K-q*bo?tU@p<7@EJpqw|0l= z$}G@PjW^4>z~~JYQANQVnPYQQ{_u?K6(XUvmIgq1+CWD1ou&>jgrfRM5 z4|DE0pG<`aNl1Wx`<&k+u9?<8T+DnzCiE}`5nU?+sfp(D*$vBD-Qd+1Luy%r8rhF| zZeqj%J~siLcb--*Xg>-1uB_P^bQIy;Z^k`Fs)hwBb&9|4eJ~@%>8uTM10@EvJ2f@c zn)&^S1AF52-)_l!F@HxO_SikAuriuEL6J#GHe;5?!RVH$2RvdxfQ2_$x`K2sU!4j} z1cn1ITj%oX{hWQv+Oa?9)Wq2sxTO5I1%&0(of?tV)%@8*L#oz5Z2lE{`&es7Ugirc zV%hGu5O(t8Pnr0;65F41koOLd2@GS~>*BrmaNp)is~$1NxHpZtjZXQbB;8@((BAy4 zH4kcgor49NhK;@$(y;RHZ`HT(bU$xqzH9~YR5u`I zww;PwKJ2$~8a4?%nI6kW?~bdDF8fj(Pt$(!SLC7X!An_J)vT=#Oj&eZNc*svdUCwg zTJ77136a84_=8sFr4PWTW_n0#EdX+qA>;cmLpfe@mhyU{WkBK&kWz^r|`saz79kp+!W6%nq3i7=V ze`DPs(d8w57DHJQGY%L0+1uVjera^K_i)1uTjNOrNRCU|T(EesaVMC!l3TM2Z!nFY zm+oP91(wsyQIm@!ZF7=&khap+)&?9i`2hQbLxbnma~FF$o&mRAsr|U~f(dGwkU%pB zATx;){5b7pBPxoLye#l!P%PziKpQ)|Sd0b`Bx|M!J|$G4A6$~xXTpVrg-d*FB!JXm zWx+NT6~fI~+G%wtt$9?2w7Ur^m`AA&?3$UmJ?ohtKVAWmnyEysSG#Z4=FM+c`!Du; zILZ`DO{w@F>r$i35u%2+uXShM91dlQuC<~J%IQv*D3LJ9Eii;(`W4y_Jj zn2pbY25QPnbtdoB)GNk?(4-Y0HNonxiTqb40oR_b_H8=~$3IBV)Dq4b6yup4BmYh-#`@BHKk(F3nDM|A-YtnO!USh4PEPYJ|$qJlYO zcM(O9;5&#g{_n!E#)6-HLuaT3D|KI|V@R*X$l)Bm35BLT%jI=L<%I-9%B3PwGlP4x zP{R;0v(m9tt>UItKGnvtPD@QqO*@EBkgN@zowNV(qauq|BHhDH^!-r|!t6?3j6@Xk z*-`6_-oks#$M^xE;*%%m!W0qK1B#jj&~9<%XUzIaBa6+idN90taV@{a-nVF*dGA%$ zqzf^h_#6Xy2$S|V0Unu7%;xa$*T{R&brI1x={Y*8NOLhdz5V_BH>mCi35dUcu|uv4 zT8Y!q(q_>~3P=VNfw<3Uya!E7dc8f;g8ye-mUO7iXIBlf!j7HjctXy};rSXp{&>|d z7*#C9s3CG?ppP*G&38gLFl&j#_f6*-7TV5 zCxYi@iOh8gJmdg%R@@}tl^r@||8jPhIXO~Wjj3JXpnQWRwrtiloz{8uOazfeS0f!x zoDO0O=w6%M1pl`6m{h+Vq)M%`27?TH*UPJ(3ylwX-*w_OUK;u?2i+2UOvz5`jRn@M zs3@rx>`CAfba5H}B7ZnH-*8eq*g62A$KdYIOnrHN3$!*$Fmaof7D%}Iq&}YS%|>@j z$j&|h{7iwyp{-$6nPnGCahJ|?!{;8H?^=3kKX%0fU(Yn|vg^#1^AQi-%IDGD*taf< z)$B|7T};=utX!Kb3DlyW#?hP1U6f}(n?rJzfR&b2ETRfrtt!QxPd4BYvc54tvlAs-9~tRxX3ny zw|*^V(tXxoHsmEVKms@mc_vAmOd{;gs^5BZ07mF^M3uHN&K*}M0VgcO9+p= zC2zcHl?qqH{(NfV=E7mR#+^?da;)aW+QO*D`o;C1Z-Ahzjek+@zi&S_HijmAH!CiA zHNoL|zonbLG}Yj$qHwse-$Dft71bvvmuHT?vC9{KBU(TTV}EZis(6!pAHZd1tE~Fc z1nt2!q-wMFHXNt&-*nuBx?ETo`^XP@)uZI?%7B_D zfU6C(T7VJ(I=Z~%MY!XCZ*~&Y3t3|%7e-t7a%Pz_TFKdMWq+&UPdpVx#Ud|dNZQ;2 z=sbt(!p~WM?LL0|2p7IT%qU)jj4y3OJ_h1R>zV5=qcxHmad7+qX6OXL%H@uHc>=dHzwVwIKcRwPH7n4a>=8>{t_ zwgd)Ltvg|K!beW`KO=+cu<<+h``&*Rw<`L|2$5Nhrdbx}&m-%&5Pj0i9!K4B&sEOw ztqh^5?2~hi{z+CdSUb$M)g+^Dy-=h1?_bFxWY0(qG1$QV1JUWI7;CzZ&E9L#(Rg?i zu_S7YUW+rWw%Q-I21z#NfqrYXB9vR;|IIX~b2#6#latXZuUUvc{M2N&A{b zu}A)bo=A~oY}d<*O*9$a#`{l4r{VOX(=16(td&pyMN|0RI~Y*9<>4|Lk^fgVyR`H$ zuD$W`rf&Xch`7YSyLVUpQJPf^x+z3u*lZJ|EHadqVYJRCJO;6KTyqeJ`NQ??I#YJm zCO`ihC-rsLJOgkJq)~Y3=G~M=Trk)gLa0n>)o9HW^_G2Py2D*C8M0L4-Y_!Z%( zxl+(voo_mY{jYud!wZF4c7;)--XGYsM7U>y(sT{DEEj7X)9pcL@lfJ+TyiL51~c5O zS@bK%(j}drkOLZecl^d}hH1trce>qBnizrnZjG5UjY^v1+_w9yV*aF=zXFeF!28um zR-Aav_vM}Aphn85J{>Cr%m2R5(MOiG>oU`(Jjibw(-*%b1O?CU4zrzXa`yMr{y~0V zN?D?7)_hLIZo2Q5o~XqlTVTp7DWXtns7X&|L-qFReCnc^~sE%^E=6Y=mg7Cdc~A?=SH&FZXohC`JDc1se?-I3ONQej*zcllU+q8MYO^PM z2O@5?+kPXBMUxCdnyGimxsqg|gw zS_TjP>z40MBPRCx%GE|0<@9rGkZ|t^KNnFR-;1+WwK_;UIP;!;@#8Pc+53J!TjjnV zo&ERATa|Ru*U6!&>D7_du=;Rft)iS0!ikG}?!{?*NP`L2wNI;_iXVrm1w_+`A|YP; zZ8*A>2aAv62JAAcJQ9Us|LyRsRK^3@u@5B|HS^%FXbt#XQ;GNVW2JS zVR|)t+aKhlM)%G)!}igbWfY|je~Ptcfj0QIl~-PP4i5$fK^Id()cmsUZFrML;qUs&S2OAt4s5tbTY zxJNkZs|wR>mv_}O5o`bTaka#05+7|JjqlU17h0EwFE7JiiT>;HDA3*DK;#aNZA{mH zgOarEB(Xs!Qb>>&3>NeI+Ef4!4w8q)>3mbQ^fmb+sL5a0_4Ld;!Jh2I$LA==<0$96 zrhI_l@lSn_4f}b{EP~vAKcHwMA5V#`7VAe?)>UN9!0ptrEcBg!u$j-WFDny-5}I( zipv6{nry=C@r;(^zgDJG+wuWSBGye=@$BjArI(^as1~N>Zoe;J1q3_0!*p>!7f^oy zS1ib1XR61>7=8QpqZQz_xx83`T;6L zaoeJHnLhOEeBAuG@^)upCx$t1Y=EJ28QJ<2$l*0#)*b9_FR4>1qRh*eyq!h(OjIwU z)OPN*@=V0a2m}PT25I}>@_Eg_|16dW z2G&~hrMim&{7s?yOL31ALx|0GYre-!SnURy>gkc+_N+ZdvJ{2#*H*e;_N|0$4e


lk}!qcN)o3S^2rY>7*6Tf2ZlpJ?11-(dg+-T%Ow|rFAHcP=?3E}gw!8l0U1q88a#0!WJ3RVh3}8IM_3 zW*F1KnZ;lr;%gx3a@zcJRdMTsKVwTFxa6-XzuUCzAjF{7eB3UDQB@d$L^yC*uRyVh zb=t`A==bjQldBJ0$tA~_p%VWA`n9qQ_ZCZULxf80L%cm13dBP_h?!DVz4WOgwD*$7njo0)xz{XvWsn4RK;d-J(jy zQk?0@*=ou{$IhRNhh)sMSy*)#2 zJ&UxAnoPgw7n4l#+>eK&1`?r$5cj$x68ITA&O+FovzI2R9^V6+#%D0`0K@~QX6h)V zl@B!4SVMelJF;x&bsdadKQ|@i&B9#aGB|Y^>7b#C)M0leGG7mDx!56CI*Q=_;eN@7 zhlK(S6kj&Tm@8P1VVEI&{ku1-S z^18+7inKgPL#AsTjol69b_e{9vlk!Gpy=1yhisO;IA!4dqXZZz%@5Zb&AALq-Pt#_ zh8Z5cxV5Qny`tUyQy=Q}g65c~*c$;f33r|sK?rm0$pj|uS0@u)*wf}$z51R21~p*a zH03aN-mS54osBt{e7W-|uE>ff$99GvO z-sP|BxH6GqV{F$1PGrFd(J`m0_D6$V95=cnif2cBPt9((-F5{(=)NK*8N)P0Bh>W{ALU^v?Ov7 zb~4)e7l?TBSD54zIGdr6_ISZ5lZO%RvkUVQN-2Nc4DsJIP!WZW5-Fpwhcl#*Ufsl` zLwQ^!2n8iqKLTHvm>T;xt)wP=(nV5AfnVAAMX!?tP~*Q@lKl@pCn_0$#Sr?!$a!`n zv2JK@%TtLZosC!~5GDf{XIrcqLSDPaItwR&;Qv3KuHWCDk4_H8aXSV`%J(vYGHj^C zIglXcfhT3m7?%)JoUFzW{4D= z81;)cR)aLJgT`;tM7CZW#i^hJ8(_ez5-JA^fzOAxGYH`vQrbDaPmd7Euo$vh&IZ%f z7|~=2tho0qMu2;b2RXI01qy~7E4}VJZDq;{_kwO65>LOwU%=f{Ft(j68=Rh=e%O3E zxX|P!>GhBeSg&>`g7oF;fjrmKa_LpxlB5|; zh!T>=1bGIIL>8Iz?*Vr^R9rYI=C!zy^94d+U;8GY;+Uo_C`VgR;WN=MAd?C(BDaq> z%LGXjvcW3Nt=)wG)o)4m^1}R~?^q}Kq@GA7TJFEdbNe+lm3}^@+EOlV)qz;LG%A%s zx|?2yi%_g;Zua)YzcCu-m8YQhTXHU9A*P7~gLp}M2Yz=5Gnk0p7sSPqBYNa|q`*3f zvXwSW_7g0;Ba_#&T-TE~N#oY=fISXaJzK*Wmw4&lk+;myU;up+ zT@UsOj`~l;D7SHG?3N}PJQ9mFC+rZwgXDg2By(kbJpHiN)=Pb>jupBhbJ^` zRrhJT$>mM?-`{2035~r`;+GUm_kY$)*}NQh7s~xXy5@~Juv`C~Hm7a4(r=xvaaC)M z`@>6*UXNCWF^>X8{Zf`Ui-jUH<@v#aNBB`iK;hII%QW2#jE~lGKNzN8(rrNk6Z~4Y z2pDu8;glXH;Bo;TlxGhhqlsb$yjJ;Pc0cK|fbxR?)?+zogEn#;MEO7&bQ9WRd0e0lUvA8yy8rE1z|T3^DDafdwIivQ zm;miU;bChf{o_@6a;XuybDl3X7RE}jy^qg{W@>o&AIv`?*mZQldIPz;k0!ZT76Yv< z#Afx)PZ2H5Z5)ZNzOGAm;JKoIMhcZy3L^ZvQaMMDAf10QU)v{IA_BUT`smX^f0NV; z0prGNZ<^@tjO(wRlao3Eb_M8ACpLT&5sFY0nIIlz!B5-o5eZ&rPV9qLfQe&1QeN87 zaFykEpfxc64*you1=H%&t`r}3tCgw#H-$X&pP{G@g12Z8uBNN0^6B?pyC*fi8Fpft zn^rnl<^-R28h!;r%tmI*&HTJm(FAW~8gr3o+u>41i702}nZS15k$inwwFF>y^C`R!ZXPzvq#)G(S#Vzv zUycrule}Q2tvqOa6n;aRlcQE745;Wk`#fxjA2=De{tD+G0Hp;4P!Bjf-j&|9i?x{H zRHH$uhc*CY;`L`nHm!3~xwf2tFn-u#2B5~81Hxc_z7!TSDHB8*f)fwPnW|xUWwEK_ z&h+A;l@ML8<{h01Q(Rd}3D?SP4Pcke}3pZea_!SXV_9F05q=W+Mzc7hw{Tc%zS z$TK2a(3C-ePlQkJ7#343 z-3i^mIp23??&De{O&giL4bQ617Zik99vpQqP*@1zUTCN@p1J>24sw|D2ogCDI z5Xf;s3~*~S?G>1R5v&C{+~z8An(I zuS<;^w!}+|bJ#HuO&4{!hmW0-TqCvp8mAn|g0ZmE9)UorosLZ@aARw;W=Bt7P`O#M zq$fLl=yo=#TytVf6(H6jK&dS<_*ue3RZNSiX3p?d0$2Kd;QXSb$=g@jL$4`1B#I>@ z-!r|D16LC~U=Ki5XF+sNw)oU&I3n^DZMuRAXGsvG@hVUdva;HB&Ja7^I{+&15=0UY5kXTW>G+Zw5nZsBMWrcP3vRL^;{a)fBL~1O&#%#z-g? zxE~?6tJ1-B^LCOtknA*!#`i0_UpQs~K(5E{o#@$g@lP^2`STd2mz=vgmcCKfN_Hc@ z1Nzf?qce3IX>$+mAUyP@r=F;=5k*Ja+W2VGH508`!q`cw2C+0l#&__B3{mED1amNM z30l|stp3kfcKVc(Qncalh6>QpU^w(}RETsAmXsFG_Dw&tSK91NyqYQSQv;k6yyvaw z-t_Syp|{=eQ^?af{U4mW&Nha#fS&}eT?*P@`M*S}WAbLbB`O4PF69ZM(BGJ*Ig6YZMtnqU%Z;x*maH){27hT`$h_!RXWch zewDOlhrD4V!#nQo7)(z)4zGisJ~AU{n2?MEaUj&Trf2`oFD9K5e0;9H4+M{#u9@OU zv85q7>>PMnE>IIVOpQVgD!@46)pb*#{vts=*1CG;btiiw~oISqcM3Qi1}|Iks?5l_gE+W*}~ z(Z7sS>=ZqZinUO){w?wB&i3+EmHw|lPPv5bv5$k_O6f9JZ^*9HbFyGZ>x$p1_i3~R z|AiITg9xRJdSEf>e?$d9+b!eX|R zrAnGHl%ZWeM_8Y+r-E`tSyY-mF-^3(TqNCg$3O{7_A4Z3x>hd2j28EjhB8F43TV-C z#r7vZ`9XjQ6#vdEtt=h^<{^{*;CY8mu#K^e88>q8&()J)5zTuJ1nZ^&NnTm0=<_5T zCm$6mt309MwT+nCDu@Abi1W)!1=tmaA@G^AuX^47NdOxPgo3o_kX7IDb!Gk&70^=OzOKawN3i@R?l3nq5 zmHAFgIk`j>XmhC5dmgW+-c*+&Ex3igT|GRO(Q_$PX_PI;PW`2XxHpYnWYda_SYsq| z0KkCADbV2rL;OZ#4}on}Qocu~XB}%1Wi0(T2F5^`gH8xe%LzzkU`Pkm6?lnnZf=&8 z)2`kadpB2pLw+kqwhSo>XcZF`XccG|pPOBj0i!cfoVZnCGaw1{(9nlyDl;*LX!U;O zTm6V$cMz#oNB!}_9JEyb9ee-KHfh4N!DKt|o^c2*kZeR6fa-dp&4<$^~*g2z%qgn>UFT6)EIehwiA>C5FfUc6cz?* z@lQ?+dPsbGRuCHmTM?oR9`%}?9i8sp9+Dv-io1)o06XFSTwNQo!>@9r)bUD6TOpg) zK3|71$|prlka6S(kTSZS&Vs3%1(usSlvHetFhUuLT29-*nGl|wtc;Q2s#41?vKjsx z2IOt9`Bf(`!shi;6c{35xAIrgfl9R8X^B1B=_6m-zZPy&g(0tH0t=w}Pj#=hOgYNa z#I8($u6^J8mM_w*q>UxL3DfDirbZtmxwab(_^f{_S@MHvk)%A5m`SFgy%Z2P5z-fO z`5Y!sWy4$^w_)w3{Uq;7eDk-5FaYy#Gj&vB-w%?fwF_Q(v6^A3vWf@HlDcL(>{l{U zsL$lE*X-UBL8QM1qUS^8v6LY=fe{6RiTd+K8RGl_>pfunGx!o_^qzv3)fmVYTUvol z_U$QgR|@u65kX7HXu(Bm*1Z>xL|AZ>`b-TDtX_(=uRxJfS}8vV&R+aoL>R`RNo+*} zG4b5SYv@sAZ~Lkrkdsh8d-75)ni#Tk(-U3)M8!_Ns@nM!oSItuZC`&$c2VnS(5d)t zVjBfh1AR9+>l1wszei`jGl(gwi2S(WDD)pSvi2MXPgFI6)^t|f$*iZ`J$3(Zhae7J z7M}9nx=K2~cs#tU+wp1YjlnxitdFhqU>wEbp<&ky_*`FI-tSgUs|hchP2S^!S`yIk zRd7k{%kO!fkz#52G=|5EGdDFa8+ENZ$h#^avWR8I-8E#`o}pv?jOX0vCKertG+X;0qy zMs4#JP{Qp(_+%94s_r+aoJOOWlshu3TvX*KU#5R{Hah%65@`={u1fR5=N`=J**XPX z7xJs29nJ=axt9UAppm8TFpu08%Qb@%GsgwvcCV@{;k*MZc*i-Q{rMmcv(*c++h@Nw z{YW8-MYDXJN{`{v{k|Vqjt85MzBv56+7|!E%!h#)nln7Q(u2zbW)A|2C$uoWhtoi4sunI2zoqId-7Gg_iIS+9B~|s z0R_wR!ZB5}MI(_S&*`sl05tO!nDHh$6)lh$7AkVYBiZ zvI5e&H9uy-&|aT)HF)B{kppnX$W27`Va7t~c*91qf(4Cwg<|@w+A3HG+Ux>S_9fVc z#)6{f_r=-T(rmjh07l`I+g=f~LXXQ~k|XZKiZdHa##{u|O5C$CO&sJc%1$9p{RIfx zvBaun`*(InAxTJM-B+V&IcsLl*zff#4`na&R(){xwFvHD+` zX}?+`Im>Xr#>P8!Tlx5H-ooZ~8n;u%0d0OdZq9S2)A_xhhbt$ z@Ay((82!2j11vzo*EmDu{7)P~R0@NU=8xSBSy)1#=v zxs>Kw%i~EPyH7JtL1ozpHM?vo#~lrkM>{?m;ee~DEk~-bvR>|pFbvz$$BA zojjnk|St1H^eaBWZ?8HdPZ^7Kf+waZUafyY>9br^XkIo*6(XT^{k_^dR6 z>R1Pe1-{MOWZUbP3tr}8nXM~pA2W9hd_ay8zOBPwRG?j+XwLYvNr8}g;tV*8!NjJe zhi?xh_g7Ua&P*YM2v?+W|Ci_MY@voJJsR1X<&X2f@o4B8lm*`A<++11UiJ`o*v{M2 z_*S*UZ6p8lodLSxH%bHH_F;qWy%dBX8A|w-IR8aAg}uoc#gO3&e!YN9&3==wry^d_ z)Ks&*_|M?a1|Ggx6P;tRcP+XZEgn;4zayT2P;y1B^AfP+6G&cZ_@{fyEUPk_{U)Dy z69Ri!WyVr`(TPX)oM1S{yH+qSE1Y@GPuR1x9`wS2M}`b!c1{g-hw%>iEVd6f+I{Gm zid!H%uU_pO7k~iIfXbwx0QbZio>X{MFiBT2`{fhEsF_H+-O9I18;6b#rh`A~d!rcP zLFhR*t*DOZp?{uPI`L+i8a)aV;L)h`}rX7~{B zn8)=Adr}*uh&^$(dzFu)0cBMEV(TjtD{KdtqDx81Dcd&+s$d|w zaSo;&Tr%oR3t^Xb>DU_!9hCub&uz;N+CXXoy4nRUjy*JqTH&y~L$`d@Z#uHjEmnNP zP)dnO10#yMzEhy90>_F)Ln94nu$s4NpY)l76&+Oh7DZr_albGf0SB4n(pHv9qz8iF4zF(H_;dV7RX#3HjqV!4)JZFIOX2R5z5Bj>Zs0OMFbq|*@7 z0|{Yn-oJQ^NFW-`dSBJB{+X)44-XEiDYOZl8120?uTY;o#v%qY8Z~w2E_UbXvHu3* z5o^k_Ag9WaC7cwRr~uW8O%#JKNNMvxPu!oBbt(^wG&e(fM29*oFAju5`DX4q{E@gzVfW-R(EOf0pta8FExEgKoG17nZFhNro8mxBq5{_59~din%y zSJon^W|Ij@8+QKl&5IKUKD%RZ1j=}M^dE3wom_46gaEbY^5UYkY+b{`bL@n}`MPFF z&7*8G3LPW~zi6FXTB!Pe3x~8CjxCAZax(rUx%=i}+Be0}X{wT4l6su?)V)R~0N;>$ z$NyegZO(ZRpM5r1MTzjJYxk+xv?JJ;U2ty#ihK&WX1odXE(cT4Z5`? zR_XmYW?4|=PkVBzzof@L!qoXOe1cf><)(`K`2g^xgNhfB5 zWAFK@QtfU6(8y`=N|2ETMB216)2hg7wgy;-f1BzAY==*WHlEPn=3%1G_L*5eMQ(>V z7IvvWK#_lB>YPnSZ9qGY31v zMl=4^sH+o^F(|Obu;@<52>$@a0D&KzvCPIq2zN)U!I*Hi1|kilIAhWD*P~D)pQj(_ zY=$c-ZaElCzBDD#+D8hr2xQuXIsHsf+m~3duPtk_n+l@}@Bj?9FT$QYoO&sug8y^y z)A^r`Adygr_xDwETJUS|BbZmNWr51_n$;O=uw0k>+$*YhOD09JB9ergouTddrYT+Z ze>&puk46|PWKL$RWz33((jX)=LFjzuaSrSm2Xxnx;P@D4!3+vvtFAYdz;xND_kLp2 z7&{kT3TLWDrIXVbJW2C`vDZ{e8xQm${e-j5oew`{J=)yK>uc`xOIVR@3Rk==I30I( zbkE@EhuR(`pPfDszl0>@*nx3asEHpBz6t$3-%Bd1@y+YWUXf)#RF@IQK0dU9eHx$m zNZ=^c8pVRPT{?@ckZMhjBQyQ8ve04f-pga(bUIPJP%Bc`*l8>ZU3(S}!VrfV>JnnF z(o?7*VQ!FOR&71d;64aOLV%A9(7&nX{8FuXtThLQfv@*@>dqgd_dcb$YW&2}jvSzF z{6&>^Za{)a^L?NvCqay_;oaMov%G8?eXTRZt~*g3g$3pjO$iY@%9|9DVxj%Q8Y{B? zBcE4^taiS-PX9MO?LPhG%=jWlC|iHV<25f3ckm%yP-Qu7MnN%8d7l87Px^8vJCgPRxY9OhUVr5^^*(CgmfEa`HuR4z zT{+|ROn1M$sAR+DCGIg#o|v1P1MRv#+&rsQ?Ox6^2~$M^`XIJtBW1c`U> zWeH{!4K{F=lE?yaEm@Hi4bR{RqgOV&(@MILzL2V&1D#4Ii!)tm-et;ByT!2W2;i;) z@o#&kG>DFzVBp#8vZgX>uWXnU5fgDFq$p~GR0{OH-cQtgD@f8VV#;EW{fesf4wgp> zbJfMijF2j_CqFlU`S&3QCqM>lBqKsthgIWYoNJ()%19Fwp{b~2?rO0dna%bax?K(Z zDuc&5!jG9BOA`lz!UQyehvzeQ4jw_8o>P1afprjR*~l|2PIJ|-rTHj9pXuOWw%DjX zR3V8z$fByd5L|^DAWBJc!eJu#UJ0tFF-SOsC+8`Ic!B4Q664H#{LZb$o$#U+*_Qf? zhlQ~ly8hO`73@I|FASA{?;BD9tkTCC^mgn-Un_9-yY66cVyq%YaagRGAL0N|sB5;| zN~I4QGhctvJ$u#hoC4zMpxyR(%?s4IP^g}UyTREG3c@2R~B7qtOZ)6s;*K{qBwd&bSOq$NnNZ>i?qtdlML_s zCNRy6a$q=EG)u=)HP*iJk;LMUxBImuey!>1g+tnl_*_QCl%Q&_(jH1-bxtLsOid{^v z!zC?0Co9O5@}S6zD;E;3EaR*sAZXsYCh1haqFy56wt96)3osI!gS3yU;=%FbJ`z9f zo?_2Qa(s-Wk&q3=P$isW2?IkZC+01!*gH#%3hd`Q%SNSy&oW9Kwgq<|nV8Qw_ z&+hw)m4nO)roDqtR_9OoxKrwJZYMQfp?7Y2rm^=Dv^bwLc-CR6%W`C4V+H?bh;N* zS64fodjX`fuWzH{ReSt|vA)@HtIihtFL$U3)P!GB4QlC&3V=kgob?!xmP!F@k`wM! zeDJq*84-Yp;Vh9BoEL2PmzgWO9!mmZGf`(8_)Y`{HR%q-6>rwmBOGKrjh2#gz^QWTzdntS>UwSb1=&^47e<4l2 zX2ObR`v_n!qXrWlOXet15H7J2{N88V&KH-LZ4Y;cu})>-j%^1j9>Fv;SDQfXEr`-8 z(CP&cYgNWzw2omS{ah=}QT*oBm2rXc;*BL+CL6L(X;dN*0~wCrh8!uf-w8KGr{d^Q znBn>YzKC8QTHWAqrVnpfcgBZ)7!0+G8z-B^JJ_8yul~61-ygF(T7Q537)6;qiPD^! z^-pLe+lH;X=Vi|cA_$Sa%bY`SJ;`^#X-*+n4P=VbP0wcIL>(n z_>zC0Qf8I(`=eDNK;`T(782B|uFfImV>z``0{qb#CEg=*bKu3o@bcyMtFva3Qih6n zIUc}iN<=(Px;Cg5S(x*ra(U)z(Cfz0peAw=kTKS5$-loJ{Cc?STi$(RNAoyyVh91G zmtRkf?w*rB5nCH|4Tx__vLqu`GX;lBYo3Liv_Xo~f_Cj3vmq)78WLqJg7!;SeC6BI zIl%Gq=o<9qzkcRyxIw+_HwUH{CI@aw#yuv`Cg zbaZ56(_#M(a(~(Iysy`~TJ;O3>7@`T52bh@Qc9Z29W)1UfZIU&6M*V&YT*eu)jQ5D z9;Z4B3V4yoFCzPgrNXR>zT9vq&>HN zl2Wq)R?a%WRmkl%OZCHEZZ~L^4+Fc-%pR_FK<{%^umK`m^4DSY^H6bXbr)O&yw{@J z6dEEX;H!1r%KnoLD0V0lfwpq|X9iVBtC_F~Q0+x)OZ&Y~W*e@83kd6weX|9@CZ@xo>#Y3NHoO`xJ4V|`Ojn}w zEM}5nHC$g2neJKI<8L~&m-oJU#L1hHn5N`1Pn6Eqc_&jzG$kis^vEy#H5`k6Gl66e za5UM2km{FFPot@Py}<|4Pst-Bq{pwqo~iN_7x#adS_-czm={Q(7{q?7v)?cu%AeP* zB^mriDm6DyB~p3}he3fk16+uae*OhI>jRZI<`wj*R=?Y4b`dJS!F z)}6g*?glVx82+?z3S9%0xXKa(uvoux$}(%_<1kM#dft$r|K_Uvp#&%Y*~$N`)PC^v zX;*;){nH68RNl9=JR3LA_)yIg3Y2_DSFN)w4JD)_({<*%VdRl(vB zseu4->Uzl+AY{}*vMteqQPZ%DA}#qQR$nWc7ZAok6ttU_m6f~uzq-F~kohW;6r%kA zwL+`y=pZlYqnT(u2Rt3XpC*%v#{>#BDsW`7 zH(D4uQb3@>g+vw0d^%e5>`!K7H{Ozfz7CDhMiA)lwXRok{JReEBVfrkzE4#trs5WN zyIfwF{kq$ZV570xeLoA@I(1&HSytgM(l6X=2pq;u-&rv7h#uxPRA5KG!R4X)g7T3I z0;#b3f<9&%=Dv1%(EM<_nR#Vq?7iNI@gR~e_=BtkMLf;#F=y#l0A?KI;*c*d>K98X zQlhkq$g5W;Dvwyd-)7FcVDgs^ah6RqQ6-eq^}hLvZxMn#{6k1*!C~<25<7KHU4oR1 zGDIGv)F5C6Tr|tzu3*15-}#I*47CRdoM;5Ic`m`04cL0hg{l zMW?JN_dBtk99zh;$FAaH?W%2AKNsE976h3Wajww(J|`PPId@SBF^veu_1-?wTt6Vul^-utZye*+Y=O&2M`Vq>!CN z``u0X+yj4wp`js&tDqtyYuG7D=W|&6K1`1#H`EE7c-z4G3#e~g>7rJNn@r|WiOvVr z0JuA+ArRQC;mC~iA~p_F1%}#BOC2Ij$%K+4!8?j$!3eM;6~^@!$zVEPRNUA7jTg`B z^rv`u$UiUIzc{EZBA2LmVAlC+vwkXgz$L4YZ!OR^Dn=M${9yHvBl8s#Db&xbF%N~_ zGS27E8TkC!SOD(rE79}o|1IAb&@%=>I|ZE1HUMdi4C$~>Flb1^G7QLJq#{DRWz*07 zm+%v+;&Y6Nj*`J#I)Ys-rJuS@%=c0jdA%P(wjN30g_2M3MZ`R5e}`q z7xV3ZuOF`X+qXnZ-P&rb?{69^;`8MqdZKB>fj3IOZ}0FoZtC@vj*oma@0%gpWpqX+ zbp;)8stpu2+WBspIXl+~)!{sSdIVfzfHm}=w=UBf9U{NtH1nnWKX6o`hfFUI1A!tR zcF#Jn6ew0`#u*7=BnJX^;fT+XDg|M8rrYAR-o41$NrTi074Cx;0)XSnWdfNke+;}P2NL~PyviLKRppQEg&se86=YUOLtcdM9CLAoUDJi=Ea3 zPl)GjX7hX!(4DN`PrtgTavfX4zj%6bzFSn|xe+iID@|SYfY;h>b$9^VrrRX~L)-Pa~niOx}%jLgE`=6s8;FWJ@qa3{Rk2JG) zTTc7eH;4L^(^r!XlNwI@yN3Ar4gGvfOBuo1_9#!e|NSE^Jw2LAn2*;ruf{>nFa)i z%Q7Tfz_L@;XxLcz=e%?~k@C`LMp@k7@pmVZiKpir*BQ_<0b$YXW-@F1E+xSLORgbl z9o{@BLswX!p>asqgHA^`3t?k3AtH!G?5`AAVMp2QbhFCT#PXDSr3=669ER4X-d{ z8H&yX8tTfccJdEkM1z!gMXYrb{Iqg;8oxe$WSdyyf9zjk)2*Y6{RrjMpU}XXiW4c- z-e$2x(J*gjC}1CX2^}@$e%Cv*T~NZPqtLxs0C?WBgDys3(=tFL=LsTw`Q^N~z?!k;TnVJwnjO;q%z zW`uqJukcNhU}%BmW&??&IfE?lp0WTO>u*}d+(TL+acNL2)`7#+JN z^R=P&;d3$w6Z)neT60E?A{ft;67bLAaV^wi{y-VT+Td)n^c3%YpXOtl_b)!5-<^pu zZ5Bgm?_Vd4Y+++h{PzR_c?FOksLCWtyECho$PX2Mx4c-(c>hv>orh1#OPGu+27nns z^%Gt9#kd;8`?_8l3VL1UKvM+IyTo@-y1@k{3jY;z~MUf2@5I=a5~ z`~Ufv8;2HK;4=`=?x@4E@SWo$Rl}67lvT9JDdkH{M_rgvHKZ*N(k|pHf1%V+w(Zr> zQ~>2#+fV6%|^n zJ;kA08h}Qk*-^O8)F70e4~mG+c?!X_LWNkQ@dvTb;)R0g?WDw1-?l8=7=J$yy zC_;l}jmum}L7lfS0sk1M&%n_OM8ks7@pF;(1(50STNT(bySq=cu7 ziKIv(oP4uJ218FiyNytvon>d!7o3z=*>5;CdL6ZbB&~;z#~UlnE%^Jq02>HI!{2sZ z#UrVz5>dLtyvg!;`E6SO-T)}cnfI7uLr$-kKSHIiQSlUi>KNh zww*jP-qiz)J>ybQw2&=4$?b)w1vXle%0-%)U0pFeM&)q~u$Q*eox(RKa7{;Z_We`?G$TLv23* z{ZGI7;=XiPz}&^%HSz}WUa-WK;7Hsz_ty$&pnt#eQ5#SgB&dI6@ zU5bdI-mrK-!CBinO4z)HlNZ3-vAK&a!BBPUBL+x^dIYX?l>;vmU`hpJIV*ZVcxygD z%(MS1S^}Z2AfgADA1ifhx)BFJeP7*A4Kw{Ud#(y{;He$r7Lo!LI|^e$(-I~>zsrRr zp|P=z)}fN2B(rWRM@r{;9b5oIzD%0hclk{!BELt2G0a>^2e-R z4`rPBE^T?Vja+%HHlp}E77KVam6ZW+{vrI`^DNC=qjf(&mc%&jg(8Tx*<=ifjvgTfi1x={YBuyXE zQELtk;NdFg@OAOCJvU$|w?Ya&m7{6VANe06KEP=v8A< zp^K|4x>hqt)d9(AfMx|eyX|K8xC0!`<<@=O?lzylx5-2op1-GxE*YdNr03!3hc6jk*X_;l-HFw_ zr9t)26n2|F@3#Hn6IJmM1qJ2R)!%lfGb$KMIEgyLlVL-PWc(+kaG?)%>$Ig1Jq<2a z=vX>?au+LNVZ)O=n0o=P+<5d}D)fjGmSvAWn6W7Cy1p}fSa0VsPs3CD3i@}x*tD?C zW;Pf$`1agG?>li+)&|EDHI_t1Oc_WJJ!W76ODCyeu6et7z~tUL1}H3gfk^-jRfeqa zIW(Ht28I=>k;ue?79-ZLaV;e=P%kye6S0MYUn@kjfKlIyA<2@NYEFnl$}G+X^*amhhTnLE39 z1=kVO?-b&cVf;)su$xYAX?0?#&Up&SyVvty%3ucwVjVR&p;QZ7%(5@Vyi7-dcfYq} z+}Ud9Qj?1k#37?+-i7nnsPp)j;1VJ&C<+cXo<+f2>ntI=(xTaj>#W2{) ze>6~$Q+)8I#6c;MB4R7*sc1fn&ZhR>%{IF0SQ5FYY;XMd_?G{^Kbh5L(kVKEc((2l zs{24BI{Se>GZd5X9H+C_J2$Am4)Yfa>!}P1_TOrK#4BC$X$n&0Mw2Lev+~tiXhy1- z&+)Np`({cb7_ZJ0wrw-2qrVn3;Ip&07j1Y9>OAj_tD9ki2*iJQ@7f?w{W2SM zn1-j}h!??}DW{5Enynp{A0#R))je&#T-o3{0OOh;qBtIM5?X`raN8((36RzOV@5;6^QgS{ zk4yo>SDS_hN1%ovmL;tqmjDiddo+;c%r*-qQ-!$2L(H z8zZC)2or=SdkY@kRPnFW71@MY0w)J`8I@RG`U_>PeeLTHWL9Z;ZAQ;2YsYu?S^ubK z%Yg^mqYTLNi8s5W zzfpQOpytHg|uxpY_~6DGY~W6ZN7wg-a1CO@SCpnC^Da2~H^shM1HQ`#rr_9uYI@0OI zA1}iTop6%-eI!4x9Hh7EA1)CPGZGUqrI?y2&T=sbe_DSPjqAPl&$(H!#>>;wCg_CR zE_-imdYX@y*X4A(t*N{4Vrak&@nZHzqRT-H%snViA(RPE%tB|xX2dd2^0&9;Y&>@7 z1Vdu5R4z3)67u@*kcVk5=laLRr^3w@3Op=798sD)yCVkE-w0B;KYMco#V1w{>&lOP zuN2WmBnr3Tl8MBZ60G^YisPmXjkw9{>3n8_<$5E9%E1%wTgt<)z0{I{kL6!|rd+B( z6r=|I_ylRSQBKWasl$*$T}=TE%VIOX>Lxg;NIpUK%czU{Bh(KCA1xFjea}EhIWZwC z5|t+F^Ct?j4SC^@?7vr;7K(|8ObRNDV@iZs({FL|m?^7Ng9l&$8Q+c@j~&S{a2vX< zlMiHR;!pDT55!)<+H|xa-5Ta>{<6cCJ$jyE_g;R-X=YIW_w&uPV&h#_rR)W;k)!1( zPR!0S3ooTAS$H~4qBziolOV+ePhjQs3ow&(@Z{zaXfT`L2qZgyv=OOu|GjZEp5F(O zX9f6<%Y!dna1Zu2^~2iVxa(}k=Reje7}hw(9WWp)=g~UY8<86~GO?J6d-{_%hZCIE zWIvs*w_)JjuNzlClS86SRjSaf*+hOu4)3@OdJbm&ffer=14muu;TV0Gf8p0aFaPJ% zD{#s&`rHJeoZuT*-zhy-;^}PsmoYkpbLQpMYEcFqY{KUgmBdA=hK~=o(*{0ra5kyL znrB^()G8szsV&G(I!qN<(4hCNgkhR&Qbf2V=y0jfJbbt&%d2weW}56Ljj4Q?!o6mt zh0$SEK#cvR#;49Y#ZttS8i}DgGqfbn-R1POH^Y0637>vQetmu*)v$jAzfL{Ib3l5a ztKRUz56KSF)9wPWIVj7JJgsUMDi_h--)R0wYN(D#(wtS@f^&T2!JIg+NgD0*@s|bM zm;KQaozk})!aeT(oy_j^B@HW=PD8^<=%i2FG&|EV9S`JNVrL6^bz0@d@+2^^*i(Ml z{Q_vw&%w=?U~E~~0#tAIq)NQJi3;|!)rH6{(FeI&P=?PELzZ;yXc_yc0@Nfyyd-sQ%wwB;Qw>?3XsE5-RqsB;#FT%r$ zjZw?1UQ&EM(La-l`}A3AtWQYRL;rf%mOxEq)0!$(4JSYE8xfJ$P-KvP$F@}g0;O7G zTwGkJ79Ll7mo*P;5%5@n-0+!^XOwV@ihH;_XA1$k!PZB88VYwT=s@l`PoWm&J}Qs-uqbxRBq~w4Yd7Sc}^lNDw}tq6%h#kN_hJA z{Q6u$%|U{wa6g6o-9I93I$^s2?Ixzeci8fpZMOU&1Lf8%ZR zWuTD|%nq~~!{+rA!TA*4(|B+-jBS1^!2)uj!TNK3t-iOhx1CUIFTUqqPMr~7`A#|1S#<0eZA`1 z9-H70)yNPuoM}kF4@8zM!DKP*;t9YH?QTU)!B^vvi6}^NXi|=t&YXK(F1>$R-f+h! zsv+(`5lP&~C*^^IBV}3m>NQ!4>1`eB%GX*jsEwY2i)5I=-7`pHIq|!(Ha5Fg883Um z?J-t#>C2$Oe1F;EDaF!$(~0SrbUxfVoFwuUsf%l?#}HIl{aC|wfBkp`@EYV9HCWSU zOl}ui)%5lCuf!fF0DAIrO0?PuJAqK}7L#*{p{u?N(|o>qodU-Uqfr2MyO2n3WLy?R0mpxrW?WP`kh+)IRB?*zCTGkUi?#753MJmiS5TGW=gxeaE* zDm0bPa8+3^Uo*jeyyj8n7-1&~+ViBk2I-xV(KSGtFqB6ufi{EGapB%lffa$2=op1` zK!)=Q)(k*n_9YR+NzkO%@!ae!i0v8n-Z!oe?hN*}VO!9g^)LUOn@dwE=C;Jk_Pthz zM%%`s;$z7p@ksAB{1lX?mngM7l_AdCJ=u&JiqJN6Sq(bE6@UCYy^+3#8?oh(^aN(W z`_^mQF?T>mk-#4r)doMD>tozNsm!`X?oU2aR#>?zFW25HTLT(#^vGP+cOrz={)rL z_LkQLb#)ilmelEDt?e$?7Hn}j;j*R35+dT?B&M}qdQXlZm~poj7|(gy`>067v3Q<$ z3KdRmoS-pqS09}#iW|80=~uSyO(-j_!rRnxo8xvhpxhk8!-BH!qI--RVJae6WYNV$ zPiu(Ph}57tli6ojOIWKXF^vPM3@P~RBCGboujJ^##(hO1|F zKcz`clvF&Ep$qTHVz22DygJ?2ct;k@L=t4rUI6K~G536ucMw7dt{QQmBYHSimJKqJLRg**VX3)&Sp~Uo+ZDL~C+XD|eHfby z!ZLJ6h*0!T#`MpY)An7W^GMAi@cjdui&C>$l(Jcd3nTB=fvLS1gGO}j@#y#LnES8Q zq56jhu=^?Sus?CoM|0{B#0=fmiq?Q{Yem#o&d#~~`iqEFra7P?Cr?XD+Xbk~sllZ` zB}4Wc_;0+n4-TmQ9cCLjZyC$(r9BCImZt{ioFQ7ccqP>7JXPSdD`YmS!z^e-mxo#) zwcbo#Lpn;2h-_RTZ6{SkT@%Hmb&*DCMMVW*8pYqz82BAv5JSKlPL$nPp5pOU=w1}{4->c!-zb!-^5A0|8 zKx%*V2yTBMV4g*#S-YbOYc?z&tbiniz!NR6tH}0gpNYz6QtFPhM40rkda7CIIHvDe z-aw&yaW?RPq;M|9=!N5s_U7}XXz^Q`Y;vLFuU~}N{}-)#@i@7MrqNKNJCbt8{qiHea$;dP_Hzw=Y9(&5ukKA6*?S~aB+l^os!r?Bt8 z)B1-`Gq`Rq^oeDjTz}N*PtE5j-b`6|O-l#QWA;?iaZ#S44`(Sx5FJ)GR>jV8_w1$5 z7qFRn(9!*TF1;!}6~H3FyiHzPE1`&;1Ib5?Lg|%+;SIOU(sjQ+OzC~@rhKRuD9n^{ zr!D5Z+MDGk?7STY>f`?=puae_n-Y^J+hJDQV)-JWc++7Wsjg;uaJz9AUq(^+vfRb$ z27QC}rUVV{f8!GDTjzSS3g|>s0w&<+V9DWd-jWd6(2z?Z48K>ffn5MkDC)=S4{3Q? zr@?IsFFMHje<4uu%dpJap!p+_^IxLAXh&QgD)(%e=8|O;u4eh-b@({oZKH;TFnr+p+u$FvyIz+`(J8 zA^8k$Gu9+SW#};cZJ+AqM7(%zx?pZ57<-MbU0;2g7p1GZ>g83_Bpus{KP7v--Qk?; z=O#{3jTCCGYEz33HtWj_#g}4^o1^hjsSdiX*WLX0yOA^x?d7ZpNCH3Z_A@n~eT>p6 zM%WLw!@1Ev((%mw4J7Ys%jZsq&F0}_Z^cDL8rqXwLE4lv7a*z~wcQ>XHoH=}pFe(Y zzkJKe?nR-IsW4n)>SPh&RQ*o=eR6@u31fnk4rcT-RSs)knHG(%NgZ)Ce}m1*)VHdL zFGh$Bgm{U=7*TnKjb?VG6h7?O+8(p8MUCi1*7=ui7^K6W6#_%o}dsAwZ=AuH|SX39;;>y*0bR3!g1xEk7vul^7^t=#aUk|uI%TO-e~+7N)`j?HA+ z=tkn$z4&nJ;A?yID_anh5?*a*A<3;5Zb=TF>C04s{Q03+l3GI?YNa_y5{BPDjHRWE zokmA{@3gA=oz=S)%;_f?8<{@@s0s3DOwD$BuxI#+|Ej|+6EGz%rm9(Dswc2A3QGSg{<)61@*JzERE7_U*S4x4Vg9=u*t1 zPF_@2DJj7cm?<)&^wQA*^rW$G%2~J5a`BZg@p=ikoKH7yHf3xWho8R*!H$wBp+1qW zT_12lFQi|0Hqrh091}h8D?Y6N=F1dY=b4WceRglFM_?ukTxd0N7=AqeCdJX3!U8I^ zEiEk>2?hUkst!sOS@+306b+Z5-rS3-)&yZ6TBx+T@6S5ud_cU88H@%Fw?nlrE-s=M zlfcQRpkMzIf@w;dJI5*gQ<58Jol-!q`=`sv;Pb1A>@0iGh%Esosc3uPaehpxo z;IFMrCp)AOJm$<*5UERHA;*uzA7Tv%a{eTvd47{LtO$0{<6i@=JejRO)qU*qT?c@xSN^j*G<2@j$`7%KOnI{m12T zeX%TgHar$9bFMlCUFVYZ-yhV_AdZw`{H$LRYdMO(X|hd^k6lb_?ZGEP{G3dVYLd*$ zb!&>yNqGN=)#o)g&sTqE;J{U)qzRqoo#J=te=Uvonn1OS2-4fq>24+RE$LMcEzXKr z)<1HsPw00T<8M{XWH0T#Cn^m*2maz7q`^JnCr;I@C5Dr&iy4aLO!{|Ypfb^hmn)3DIWYM`9 zZt5-YrrJ97tPjd|#Bww6e?C5G&lWkcdy{&%j3Mqmq0A3WOnc$f-tss**ek}SM_T4^ z!rLsdc{+YT%kOg6o8_QFxx`IVV|*`WceXjCD%QBw_bQ@Hdna6qQZD5sy8l5F6O|le z-sAeKLRCM{H>paCpbbg7y94Y7AcKUQq};IO(z8@l1^Lfq#(OHF7M}xiR3_vLOj{-` z(dp5)Pv@hm9DM6ZKYaRz+GQ~9?TqX1s_V^VFC!`4tu6;mCdNO_deKWiHMl{hW&u*i z*j$tMz%llc=*j9;vf-&V8(}iCw3s}G?;pBByl++NIrtf~+SUk8XQ6CC-83p*r)MBn zo&m$p9Rz&=q;Rt~U6Nh1*?gt(#jyBM%Q_o4^xqS4m4xd2bdeVjRSLoOAte~&bQi-Y zC5n^|!?)4wF=ypyZxwL9*&y}h;pK%6G=e6<@NdvP*VETm%@lC;+}_z4`^uJ?UK^V1 z$_keyj$~rN#f}Sk1$s&o_<9%$n-9`&aQiBdw9Hl{FsmZ>6{8>DzHZ#Mf4uh^qUy6k zE~nOWkXOQW>=Hx=$dgoeFxSa1q80~{|L zy~3JHPMvqRFF^4b+a{G!*3b)!WKH`g^K|14!r-#x`M+}=*rwJj_i)`@T@eUG+ZV^B zg+FSW>k&bz1k#_@Un%r{hJ+2z6Gx#n0O@Z-sf}@2WxsOo8L)rapAiji5^K) zMY35ldlUP&=$ggF{rdLI)*oEL$paUcmn>C9RM~&ZchXFWnV~IMA(lJaPMgwu8n_1o zkSCDD*{lrGobc|9@vc&oQ}V_VliTrhKh3n3-LacGou$Nd5kAl(X{>tdf*Wz+j#Z)% zdN_NdUMVBPL?<2HolcQ#CvrF8CknRwy^4Dit3PwEA|v`M_^{S98WDzRY(s@-sqw#4 zCuBc$vi!$lIP7Y>op>wGV%~%5EY!5s-kuN>fLQv_i{L65L zB@b?E8UZq;y~V`2 zviPu5XSu)D>?B)Ga10e0vkylJSr}>0R04p&%;N2z7LT(wpRXLP2}?D_JiNcL(71$l zv&0U*eG|C7OnoYv@R;nEN=5D3)YQa2Ip^*#0Sa)Pmiu^H007TY7|ar6PJ}}6gJRY$ z!t-7?f5Fa8gAvoAI_d0IIa>5+9&qP#WD4-Pe@OY>k|yAL=Ps6Q3=Tz5LqTwpja_Yj z<++6To^qJV`7VsMv6DM6YBBIgiMa8Oq{b6Ug;JN0V;}o!`=OPGBQQ=o71NA9 zzhxkuKX!O{I8~Pd1 z>3(6~(Nc|YJSd7vDacQDTidQHE6pQ)qYI6`txl#zrM;?4bB}Rla08a+L9RyIH$9G2 zZ&fVvmotQ48QrzTQuy(rw4G8dws_Pq`qkZ3nGYlZxn!uaqCF|Px~vQv5*#8YC%fQt zJ4kBGW9;7Hy@KZKI7&`q*=P12(ug$6&JyZlxT(Xl&i1_0Gq}Okx}vWg%X1c@u9c50iku29PrC{x-Q-SuqXrslJSl>viqO?u+wk|9Ex) zFM5WC8DyT$&M~B-A7ntE%Y?<&IzN7oO&GV2Wd~VET0DSJ^oScpwM^1sn zCcu$>a~@!x{OMJoNvcHn0Q>CXxQFgi@?vxGRs2lr6*o}y38kJ`(@G$-k~pqDJiWGSn&J_QecceX>eMieGY9xmt^DSpis03$4b z<=B&dlc^0Y+O4(jYjS%Sd-izE&wm8i-2f3#@!aLVa_W3M5&jOOYlsU2H1g~UX`6nA zATI4Ld9tTakrrKoLacqNAL}@0zLKRTGZa%ju+M>s^pExOme1Yn-=WO(3g4|)6mu8y zlRb7+1<=BxuLZ?u$sb(NVFnDC5F`bEWHNNKt)EN*d&q79-0OpM3AXB)%|D+zVx(XX zBF&)B$XYzbA$%Et}vxMfzgyp@{u`t2o9N;_M8$?(Y1QD32Tt7qn7D4FLlKTT}aUQsc{< z(Q|jkF-+KCB$d;kf%8^TV*1gx$4Ieo^Ah+gBxrEJhlsDc>EYx2^x8$(iFv(@TCUi< zh^jz)cA8{V%z|)u2~V7r(dX*}4w3U~py;HLDdHkVT#k)eJ?re}!3M$OW&y4gD_f8G zoL+M*N^*peaBA%9P}Iu=U*Qb6Q_?q$L>6*&9ypxm$1e>nxYhMwUp~rX+x^;-weiGr zRYK*nQ#->Dc~p9WQC>A-%z5w4>Yrq4zcq*PDeWl2(Kr>B=Ll;88ovoAEm!3IPDL4% z>X8LYYDb{xL-HviwnkCcBG~|V5W_>m;a$5#3ZlCL&ZBioJ-uny-(smWYnhxC2D$D} z1)eRKM+rI|uXLW5V*iS}?i@gX+zUAC;w<80O@<}Tq_!Oe78)mx3Am_NUfa0q+vbGiF#IP)XGiT)^~qYhwjW6$6&nyYHWJNGJ7KWd@y;S>FwGk8JY zxDWI+LT1oA0veH?8ekqeeQGWwgsz4La?5dsG$M$2-AY4$1ycJ3VL{`5R+Tse*b%&Kd>T^wdIEFAaPZ z(s*zG{B4K4uHiC$(;|`y-~Agbx`?H=D~nNi+A6cXx}*F3tfRY*#SrnDlVD@w3aWQJ zrLkayugpCXzO&$x=b{W71)d?Xs;gT-LfYH*RbtWK<=gMQ| z*`mw)FqOGuL=O8nw zadtAR(cHKCBKYfG+$Y!{&SmHV);o+vgCR(m#2IIX&unopl`Vx8#)@jI>sm^kFL^Wk z9CK5_fV6@^zPQQ)Mu8*S(Prr@kjMU5 zsEp-ljSW+JYT#v+0BDX(bTMM#QvA|;>uL1ib$4OCH+=%-fQ6GF6t9!ZNv2DBLW50X zD=ZbGubN1ZfjTb2>CN(2@spP=EtkA%sFMCBKkf-3FhW(P$`%47WHAfubLgpX}AKS<={%S<@hh?k%4QQUSv7A!#(#s0wHV31BL%Xw|R?!d^~VAy{I!=UuM1k zmj~4u5T5N@qgXm;wP$V4b6I3c&I2u4s3f%Y*4%}6SMbBk)LSuZ34bgHH?|pLjwx3( zH@0D_4$8whfbu@bGhH{B|7w%!F;oBA+MuPStuWu^`eo1SM(r>b2?#71M(1q5nNndG z_iHvs2F)42ur_Ic(iFt(3(H=1PMoxvNX4OIbLS6M5kVPXIUGd?bTXI-!MBx#2UL8P zd|2pN{xiSP=Enm!fPz6q;Sd-6g(<~s#(9QhFbU6Hae66bB!iO5TWQJ^H)3XBV6rYE zoCGRCo0qriYK{1O5)3RFK*bK)nE=YTcfqBuIUVEELm>-13$8KndQT5HW$HMU#R$EH zbSP2|iuQVS_TBtvQ*F1(`Aq#X6VT z@|M@~69ke|t5s%!o~Dwt-usqO9hA?|l5OiHbbxxL*{?$BcPI>c?5>9ky0)J)&wlvy zgUXcw6&L5M0>eBR_s#Q#(OcfSmDCUmLTp zZC%L`J-5`BP5`S79Ht-^dgrZbx8?!k%9s|K^OIZ{6B8<7hk@-c7aHn+hs7!fekK!a z?S_IDgv+)U-Mw6AMs*^39IUS9>lI{ISR;XS_-N|>3;Bu0BI|#?V$v4K3)04_o@)(^ z)eGU9|G`t(kQlAQgNzfa%!dxkfV8A>lpO0mF$0yJz2vsL;Y)*QXo53}_5BYTO+0a4x6`mFx zHd#$8|+iuY>23zc!pLTEc;IvpXTxyOTnG+o1 zuA8IJqEahATs9g%BL~>Odky0mT$=oF_!D+_;Cp-(b_Def(jm0OvrH1PUr%LdV8v#W z{ZuWGp7hn3bR=kDVuG8Klk*P9FrWUQLjs!@&tc1PtuF?8W2M)^2bO$mAD4zHuTMZc z?B_iBd1MwX>8M^LA_+Sy<7~ZJK7Nna;-Z9%3)ls-xs~{%TxV!RF3MD%JWuE}l>Y53 zawcOmFV-C#Tt1=0T%m7V&-XxcZp6mC^$*$XilIefls+-Zl&6)OVIho@Fd5)G5D+>( z^6~Kj5_6sB{2m1_=(dpA+uMU*A?!hkR>`h6MfX8}H^l~CTupDgi4Q>>r+!3+`MXo4 zDkP_T?G4~&C)*l4NszN|JWT?WqkWJCm1KjgGJz#Ad^>27d^hQ{-zj5{BL@T3>OnACsmJGT>^ zPim^B1}Tj+KYni$>@WzKjY^i_9xf~jugv>po@K9y{xPgM*rdXQ-Fb*RB&%PUdL9(* zGUm)xV9o*z6K9K^8u&QBqUG#aj{2SYwHH4K1FTW0)lyd=Ve|75l{-XrQDEjKxaa4- z*-C;KFHNS3ox@_Y-`DQ$dKd)wpOTCV#FyJyIQMAOVnSUS>0{8k6uH*fNc!8})~mfM zqeJ!iab+9{k@)!;`+$~3<`1ef*wJlvCy_unIn#~O&5MQK4+D*ekJf;9~cHHCyVxHIgH z+Ug$>_$?n!`lod4o+btT^dcol;-|Tbw7*JvUPcRntsN)zMp$qOds}P_rgm(#JzAQ| zWeuxPZVVpo>@Qvdx1<~~zxKO5gw ze4AAXbAH+ID|I8~8Z-`=Q(8eRQ-m_L?LZP6m}8>>7qx$5*(pKaOgAYRNW=JPEq!A% z`T{)+HMhD>9yDCPyUcDZ5|y}>;lshVRQ?69Jo^L<_JQp-)|~~l^-TAM*i%{KjikDZ zOeCz;cY~mIj0D-bbW{U@Q|_%o_7JNjrh&LA{qwXd-)PDEdewto4i=z5e{@#eRW zRSSteXtBr0?zFCLXrbi$xClkLAQ{A$PXAO~fZ3)s<9hU``+1 z?S3!+R0UQLP-|`urGq?wkG>bllk8*8;?y4Nu|Bt#hPR9DjW<;7xjmBoyQQAeW3{XM z-(Tms`+kbr5el|VUN4|=R>)`!6zr@s>>=}A5kJ-Z1sWag0^BTN3)kL@EW<=as^+hv zRdB9Uajw#Xl&sl@D7iV0i3gdLvNa~@fU%j6_dT~P`XG&ad5ik~v+6?_hY~U=8`VX z@AYE|W?@Mt=taYKq`_}S1}fa`u#yYVekG%#QZAlg8(;?(uAwSVDftUtdVGPW;f@=& z3Zc7iC#EiRTsMmpi-TpcxCMzcl=b>k6F***cJmrWXxqn?aD+6ER+i8q=Rz=(IlSI{ zK~gNY;lWXVjn!@9aTWlss;K_he_rl&MgSi>xO`0MwBF8LJ>*iOK+&Z98-E(+@BlyP zmz(pPVl`IOt*9@!D-|zN7-I65o%;Qp+)Y;9{d9C@WE6$TDJhj+0&|^)$^=?$x(GUi zvs%^n`4v?qXtpBC8{QB)SXmj*OpawziGu(#X!PeEWPjr1C10l{lr=fOCijDjMV$Ic zHn#Y2I2X5j%xvN6J`;U(7lr64wtE?>r=bl;S<;h+O2=KdALc>_&!$*xPILYKX5S?V zigfs6NaCZVQc+}3i0?k{;*!H$Y-`%;7ZHZ`el14@(d)=(luj9bPycWvZI?M;C9YR%6 zMmg<-qy96oVs&%!-!MYt^`rDMIOHeh=bJ&bv~(TPoc|=xCaYJ(t)s4^YP8NCzFW92 zKuhm5Y}b)$!cL!TF|VO$dAg1b@Ik}2=jx(<`R(n-M(|2};AV4j>gtUgkTU?oC!fv0 zWQJanah8?*OO0}P5&g%{pSt-r6`V~EY%8b)kJW&?;6HssrcgS7Rym8Nqk$9|!r8+# zTtuMmI@)@Kj}`DS4L0{fKq>JXIer3z>2|zJG-8t|r66 z5Bd1L4XSYf@E*32HUHg(=(bu+`(!c=`G3d3Vq%cVlV1IJj;-tTw(%)dMG}U_IAKej zRju{OYPEDBW@59{#^>{$?bEc@ma{Mg6+wEeRGa^lbv&E|NKUtyaJ0$~unkDBjq5+O zbI9(MChVBdk4A+Nl{01&i?;Q;)0(<=hKR@4*tns%`H;Rkii)Djq)yvJTKI1N7jn3ILWKup* z4K0?De2*9nUo!f)eZJw;M@4=+3c=&i^X-nwyt)JyFa;pPV2+JKE_-s!Sl<$uY6=`} zOlHGu1B-$9eRoALeB|1UH}P-uzVfdIO>yW~$)b)IOQJumZuyjGVLATQ>B~IL##Pbv z{EXd@GBpJy<@XL(Tm;7-HWA2|zsF@K-9l5UbtpVCNP+I|-r9e^> z+yxS!QWGI-R`n&?V{q(wXK?kC2}Q}jB!+aP!0d+w^^)9I&}zWlpI~u+t}bGt>FR!p z8_Z1c0!xS#Y6>pGI{mjb13%zurI@A#Su@>2A@o>>!{4Yy?oab8pbb`BUVzGY?ftMu z<8ZxinJk;1ApgScNT{p%=+pHw2F2FqzomP_%`)T6gM$NH_83rW+#WV_WDBaNJTG<7 zed*rG@qa9x1zS|#`}Gec0|*YSgmgT2e}CkU^z8R9YHF zy1S%7>e>AMk1xPW=bW?SUTb}p8V)iLL_|tmjNKGj2d!5)o|x}E4h&Otgak*MVt}R{ zP-mo|KcT=PPct0Xi{Zpbnx$H(?Et ze{fWX{#!Y`np$#GFc+e%nd8fb0uB6lPUGL)I6Cp}YWqD0R>8&plC-bggZHzkxjrQ8 zKGbL%;6o9uydQlcKH3hqVQH%(zOH(8w#YMSmONXKsKXrsUl$g-{iUq%tl{f}m!>{z zIoQzQ;o*pE%>gqgtpoXd(}2B!Tx8EEOp{U|WISfwDD<9?*z+VCI-!75j_YSs55wE@ zeIF1&`L#k-sr@kw$^4)`#)H(0hs}nAto`z&tah)Rm5ESS`Mc`M$M;I>xr&DgStc(x zOS|N*5B3Dyy*)jNZ{Ln;y0Dv!01M=Ml(&SArY_1si`Qtj$!4=N=$*UH4=6T^<`(30 zrUls0?YY?)wz>T*?;qn{T2%wFTB%I+*?*I>Mt-A5Midm3kW8Y`;H2oz3)O#jQuK@N1P};zcz>0>-v;2Lx(?r}LygbG zJQ4Ab;G_Bd^P!KD0h`rII7`W7Vzwl5mFvl~R8dSQm^=ZTPytIZ(r!>;I6fMfnc{Cr z50RVhtdu7_!Ge?;W(zI%Zpj#Zv@;kQXuAKojwnZWaLI|&yHwljHr|JyItW)}By-MB zYQ;U7S{a7F@|2ZR*kytCa*OPDbAf8srDtjL@6f-a_jRZTlqk#Q?+>g_;2_BKu0cWH zbg$2c8^yWYfzzD=|77x)r`1bs{8~g{NCB%_p!c}Dlf1c?+Y6WqWRythGN@dm=SR!){1qCB48z!-{tTk37b}#JH zUoPCk{fI&S=DYmsn=yidQ(#8;T!s!#S|m*VSYd-;DuIRvOev_h%w#jwJK~+`X{!}C zu_;4ZK9t>_nco-JZSztrmX1{?U+#XTSVgbf3g_Fr7<_`h6oQawai%{?{fl=vAx^@v z(VXX8Ai}p+H2J5)LzZuLe{yNd93e-QBwe9;2_(udf-D7P1{? zYN$P=H)@dF;HaCL<=%^U;o!5jZVJvH$EA+>iLPv0VgcpPe}oyZ*$fl*I72We!5|bj z_zg!sUo4yR`R~5g0CMk*k}?!#4K^IGzAaO3+zf-642@qH^Jfl^?hX-^*cPEWOtN5pP)r3h=FbEOb`M{Vlns_%h=HE$ z71W7S&DFGLG+_>r)8b>%sU*f|rVT^!)%J~cQ461u;n$(dYW$b~h@0`VGxB$+|B1lJ zg3&}#L8!L&=t2DZDF7Las>RD73cLgeNa@qLw?O#>T0=tDpDNy6&=G>vZ`d@=+KL_} zMdGUj0V9N3MPyi9mazL`Rceo|dc*14>&*90c7WR}%|`vS@p471xz;Z3-`v|0W>OK{ zN#IV)?jIKAa(Tn0h*4DOIuw?2Wn>6f&@LVU1-Yz)HDLM>=aZTH%2(xm%RS4O?Yraa z!{-s@>%d|IMEmkfJ#dQ!(2MEmX&~W&8)5lVYoXLAM@khBTN|Z2eV@&3fMHJc!-yLO zj8>TxqJNrOUhtew^DHs9-4@}WRN6@i9Um^YdS}AJz`D?SD8|HUgrO^O)T`ix(n5O= z*Mh7c8j_n9KcA%5^`YG7-HjS`)LvyBAYs=OOr-22)Hg9CvV2vOPapWQ(gvsP-RmpX zL>b(7e-pwY?x`s<-SlBA506I@kLfgcjoij30U7TwLco13Mcx3=t9v;+E!h8 zt2jitC|4!FJZn?zwiIzU_rJM03(3q+(t8iUS8Y8UPYkk5c;3L_gm$xM9aMNk9-nz;#W4KeXi@4RP=~n0L^9H)ZDp1hilE;q+y zqF4DMo+jU4E=I?lUZ}F+&R}Uo_oml{xgWij^`vwAB!h*`JoWW>mUf{Win#v32?;{P zE!YB&JGXb+2(*v`!r@a(+b$Zi#|AmKCS5FUNDM&p8~pltRVJVjy~?LJ{Mo-j*);}A;VUSmWSE<|fWWI{yu9h5dpg;zNBUk1oE~Zv*s;mgtGJxVA{4*b>+PR=G63t- zET51I+<5?7vpH7!sKXivhx$~rU97JBw4iTqiFbtZaxpZjq?}e zvy};nrZS}PT4cs=TlEzo4pSa}HJ#YgG?MRS8k#vOC{JWXQxM`+p;CB*JzMU}m?{UJ3n5Q%;DuO(avxONVwjgZTAKr<`PShlH z7j$sZFRNibUWhz1cM325wHZAAvFU74?9E?UnF5|P>%0HG^XyJ-&n!ay(v^Af(dNU} z_-tKnUeohbs~~5AaskIB_R=Bn?T{S$S^hh`O2cgMSWi|@C$o+Y^kNZ0KWFC_urZ|^ zOzOHxFFh6SFjV0jx^I*HD^Jlzgu)pWav}&rnvTt-KqhOtPNc;pH30a*xdaIr(-+Zk^!>K#$?l82e6N&jpMOe&4&T&_ zDnC0yR=aB8E;hleb$**qJL(M<@( zU|areEfL`u28|R|X;Yo$Ub|gxantkKf)1G__90#4jcjd5zBSc~!bWL76?oAX z(c62&-DL0~!rpRXQ?K=OmOV)pm+ZOk3e|R={ou0i>|y?Pn~2r@29fY#v>I^3%AS-M zjU5ENwiM6OFyJ|Sj?B(gYdlq|vy=!^4EIHc<`G8&oC`}dK- zy`ThqUBGI_5c4xUH|Xh5LvTLyD2V(&H%3lo&IO~9=&|v|4w4ZuTLNTMTcRWN@Vigq zhll7$J)?_Je5?2G!Bz}W2fpKD$Ov$aiOPWsG)M4d8Z~TUY)e30h}KnPS}Q22236Hk zUR!tR=(cuuH42A+Q4je(sI?mv0Wnx-rUuYTvMACCg%GQ=LJlj^K*y_u1>$qZ5#WY{6GNj#oKB540wLE!Qg5E!W1N0rR( zz4MJKlH}yptTbWzNUWof&CU7U0=*GYP~t01=8|$>rfA)bF*cp%{+s=t)*5|YGp5hp zF=%~LiZ?Uu)rgi^&p|g$gzSR!pJV>+h;O8bv}C6X{>FkOg;VfeJZ*Y{&yX&?x0O38 zvt9BUte8NSAjruu3@ow}tQR&;k#Jt(sC7I$zkR2?hh<9Eo(hYWsx+K^BSapGgBYgZ3z5u^rgcD#R}GMC~Lj)CjvAt(O2OEiw2Lpi0;^uLn|EP zYt@^ma(s+pyR~VQ&t<96h5KXFi^e0dYqdzOh+7I+sKDG{-Sv4oaU6uqwbH96C<|?* zenrv!Qn7tT>5_zS+eU*tcPDiTP6TAY(Jxs2qF3 zVFjjGkGnMAq3rT<9kczr?qk?rwv^+{m3+Co9KXBsvFUTX!>20UF>F|w0O}gEq@Jwa ztWlbj6{Rh%_p0+T&mn{KrT}BK>KM67&2Q8C_f39?(#A{4TcwS7tIAc4|02BC1fk!5QvdXFX-My!GeCmL zQ}l+1u(&Y#T|k`xj`xyYo6F8F(2jz$G^Od|y*o^VND7o)1XWH17$sfC!~vU$W3=Rz zkR>hjDPX2^Rl;h2XzmJ+d1c#enLGq;m)0f_;!M;Y=#i0O4aGiXfBPk^CD@ts;`x>5 zcX$7OnGNI(@fI6aoeT#(uJp%{}PdDk6XXFmot0;oC^LLpKT=60tVh} zv&Jd%rRrwjTec^-6$s4V9UD3kMoeZ@fjfvIQ@`Rx#JH#)vXe*034+tDGF6BZC9~vy zb+$BY`yS$iA?R16aLiidzs@l9Th5F?;M{tcuc?n8N&Q%rXwCQ47=z#&73EqUm12}# zTvd|(tunnxeV8G}Z|hrI@9q9oiPg4dhhX9tM@%6CYG&Nw+W*z?)$paU%O3O^id;NC zcaf%jyZrIi3`qYxmOI<%^1B1Wcx{tqw`@E!ca_a4i(0v)>>5kj(@lWS8Qt>W4S0>1 zz&H_WCmM}doL`U_il_+lMvp0m&wlulorKKqIvA*5P|5o6?+S`AJ>JLr z83E>c7q@YEi9%y93@mPE12sI}SZy@h9G%J;N!L0$u;TGrV4r-c?gxJ|!%%O7|^l{C%*;i!|x1)$s@Y zHnoI z4%GUWwa7;yV~p4!{VEAr@L72YUWhXZSK2v$T^I#}fK|VhiW_g0I>ggCqxl~nPo9fs zj`T>ESrL~RUy@bjCN*?%x`uE1@%Q7MeLsaA@mzyLl8#4)haRRC5B7$$lA-L9l9FSs zD|ZCK$@aupv-6T1MiPwUk)s>9etYS=g>g%&H;g0$XBFY9@2W4L?;6(m99yAC`?ab$ zTl~@CA)S;>z%q|ep+^m z;eYE)OX{}#lK~Cq-$&o3g~=*XUD$}a$5d?#I;yZ)8g_zdTx^PrG1jVhX0&egx>2`hN=!82S^^le5KY`}F1FDZYW{KVPK#4|EuU4CU_1R25NV|Fk?r@8_|)U}10KWTWc)|eh$>lSA=11T3an5n`o+(| zTJp;Gkg;5~w=y*{1Is%|qQ%4ltTh7oH8{O^JJ{ZFwIm+Az~ot3NBXg1Y2(RP?uRg5FNOG9K;p47S6=UkoUIG4oR>i1vs% zNAQ}XpX9OLFU&es;DMBfsUgh@yV~k)EqKV>Q`h87aqQLJmrCB=Co(5f!yt_3@IL_o zL||K3=;Xi86Tk;@j{t)Q3$LbXb0U8LttlJ&!0a{eh~&dcr}H;=##ii3{cEX4-)^0a zK6UCVL?M0L!cKPQZ9|dWk0EpSNrtI_{>iaxf2+LQ%^8CTI4941L3q3*U;6mNe!iri zt8#Ll3nAqmtLp1_4I<5ruyG+hrbUBSztM%dcmpAfiNUsX@61+s#R=KPJyQQ?czs*X z4pM3pi2YBvS@&fi5y|=f@F`G#=l{1g=kolwcazZQD5VheDfyi^q(LwTJueR zC6?Y6BKu-kQZ|LQBP?$fA?|Z>+37jhO};f-=~SQWoOR7KDGeASx|wl3lI4l?QnlBQ##2s6 z827Aux_^t|1UnLeN~+vK)|5Z&)_W71*`hdlJyrY^f6UOQ58Q*xd{re~eiF6GTEHLf zh2UjN(oHRU*}r%})pVM5;`Hy5as6Zp+dT6(n)F?FqrE`E-e<`;^upS(lcvuYAs-6ki9;M7g}Vvw^t zH9jzzo{v(eOgeq&=&q~*V-MjGPp6f`hE^@;OX};vNe?U(pTI0}yQD09tdbE1O}*@S zM^5}3O&nwIhT*#ow4G3c6EK0V;E3Qkn7mYa&qqh#-}ix_nZwq8j2Pyvt?Djym$_m; zsb!9>-ZQUI6^RF~k+3RDioz#1w3zMPfFt8OmloWaUgd`BT$+RhTtoIJwX0E2?sHuX z%l&Tn8(h43!~jA#m@kGp=eV=6Yg=14FZxnv>#xn3&x#umJdUUj*IV2>1S}FBm<4nf zoyTDJ*chdAL_v^n>|^3k&fl5yXoLS7+QnUgL#3(y_+ilst(!EUMEMHF~}_5oWbS z$07x+kqb_~Kqv?Er`0)z8L%!5wfdzV<|r(ZseKURHT6C_zQYpi3=@*;F(rEbPDw!F z_F)>SB9Pnk+-yJ!R>ZOitgrs>?nn1~U!vR(jPG_(S4_$F4EMFWkei4rjfs9oeBD~o znoKDt2F|%QmJbwEZ@zu{^eK&Qh4%hU_IGnrYU0}EW8< zvv37Kg<%SW=W>R4XdmLUqIKp+s-G-=@J?7+xM6ZN$zBWLJdz+ij z4)lCLH`>_t*9UxrTabt=#X7L)smhQd>?+WBb9Tiqq5R+{E?W$pmGcS!5ac) zw&iomsOFWy;ow_dl`bcSWG^sY05`UIw{!ekkPFU@{SK%tYio9rnaR`!4^y|+*1*%> z+Sovq?ytg}KE%Y3G+x+!f4=-(brz+VfC8f@mG_81Mi}5n<{#RWC0E3eLF9T8 zcU2*Q-Yr+V8{pgwT=Dg0qV%4ZilR zBPYFO#)>(UzV#fjE^jn7?NTP1)_Y7u)ZTMf zO}X`tXrs^STAm0tClX>K!or7Zd1uuP`RIH_H#%JkX3Fi2O-h8kY@5VOkpNGZb({VoBkn=>_S7GyuP@ew zT>CsoJ}<5&c~1>{E~?|YI)7COn?u_Q>I#-{V?=`?FwSpj!oSgO3#S|r(G$jh+i&F% zCcTKXo1gf|t8 zpz#2>@5aol4|uO<{X!sbz+CDTW&Dcw1r>YFG9#jA1g1vs@5pNvtMrGJl}VoAHJwpg~PZlHvr4Zo|D2TOsBGq|V$*MT$jn;9l=pg8TVdNl(gK2Ss-^u;89w^DjB z^uXFZp@UGUa6A4tokng3Je!b{W=&AUXm+S-zx(;eozB$*5T&RTJMes3142ljd{L(t z2VwTi%&;IR+g<@<&x#-?;7+Wf)@XkH!YM`KmWpiJT*i2YVQ_uCl7FA%Jg5=@J#*-0 zuhn|l+H@4--9KzEd&zR;|2iuoiniDDNU`N?d zyg%-;BoxDyLX?36fF{Uy$`9_l7&Oe+-P!y$($XT&JMT~b_?W-xxN^Lh3nLu5s4V5c zOx~91j*F=VVc6Gan9JJ|8K2L=jOOjcF3S^z8$iVsm)O_bpM_mhk5fLD?n_E zC3ti$8tMgDeL4?krUt@S&LJn##9VaK7|h2^>EujlD(U;-Volr40diz6nn%8YWrs-E@eDVr@U zViXr=H(=9urPe%^{bc!=RfCxrB7lFP>;fx7koDxu&lp__!k?ksmMJYIfjbe>v@7eM zkwId%cC@c1dkJ=8=zRY0{T{Um>f5~8xp#K%)7|{Jtpqt)y_mft=RJKcTc&6gfzl?d z_PqX4+0%p*2qnVvE0LFfUla99lfIr0Jp|+X=<&b4p-Tmqs{t$MM$7f|&D1WVJ8BKD zW;=Nc3q+Zq96qFo2pMMjUpP5_@|V{MOR*l9dveD*;wPN!wI(nAPvbwHo%QRg%8UR} zXvbjWv*21z!O4axQ<|}NNanG~2VKdRD-^X|QrUAMS z?~?^6O>cbd?c(BM>d}EOSH2pb?u|;*r>$1)ti}8|jsu-Dk#W1XsX9v`h-u)fkIX5b z%8k?E6%`r#YI|7lu@K*%=rBTx>wDlPeg19V_6Pqjlli-bpemqGo&L>T2kQ!=6S~c{ zwNCZ>ATgSUL0`~7`0%+T&!rsBi0{_nUMJJPiHTLB(~tj!EfvuJ>uOF3y$v!u6P$M$ z$t2GH6H$yTimSP=n*5#IMph?HYPfEJ5K=B22A?;m3ZA94^WajP1=W>f&eLbc^-Aed zl9ZI<_#L<%5K{}e_LF&>D(C^fC@cKQfuJ$A_ZM`#3h?#5q8)nG_2B6{f~C8kCj>rd zn@xW~Uy!Z3{o=8dZIE!~?RmHo;+TF`Tuk22me6J7dDy02WBz8%rRXRg-mq`IA6t)B zH!f#)-)$^~1|}zsUk{sgIO}L=XaIP}T1zz@OOHu{5WW^8BU1<`AyO9^X+H=YZyu}p z`i%$uJEx5d{!0feE|lIkC#8|s#Djh#+CIATHj?}eJ^?iI4WILDG zBG_6OotI_x+L2iA4k~`Y`L98#@|97Z4cmU0B6|W*=N(Lj8t4CIwyvwKWc@*|zNw52 z!k?n#G$R;7<~^GNBn9I%sUKTIYjak>p$*CzOb+mBHCbq)LEE$Y{@qod%cF3EsDF0! zFKdF}Q3}~jX5;l3ad&Gk2L}gNSJ#&>N2<0x2D%q6B0%g37|TH;N*nQ|B~qeOHv%e9I5|if1w=%SR3{C<{v!9c1qaj$16)k~ z)j}NQN9WO8c_;-(ogiiLUQ{qR>B+}%hFEZl6UKCshBhQ=FuMy9QmB)rn$r254JxyK z2f@mTbuF+IkX5B8zjSW6;v?I^3T5;S^0WV=zx1G@lG{+{%Tj?vfpK?CYUpk6UVwj~ z_x_!RKN3psIQC^6oZ^N0tzDXG{m2%_u~xkI#>&kUQijW+j};|xMj3R;{U$zG+70rMYX5{fCQYPQLtMH9U`|Ij^J>adNC4wSa@?Te-s zK~*n%bphKK7hg@&w!vKgx1Z@>Cd1$6|Ar0=)CP~e@B*=65L;&hFA*##{RQgvzjcv! zcP3+4l$0_+fIQ2WdlrMi%+3aYF9_3@V1Abb%K~`yfZ)Lm2(#SWOcb10h@xC=G`n%y zCe6k&B{v0QB0Lvo1ZSb{(+SQ3(VeR@&>b-gCOg-P&6eioSrq(}?vpZr`unLMKNCfw zT{H5nrLt8=?%*FrR+{L#5AiAV^U&yf`A}v>UWc!KSD{hW5(+XB{{sZ zAzF@QZHeL`{k`3}H`Y%e+!a_yZ>?UON41hteUZg$SJ%H+=fmDpaThMvfO2i!#tRi$ z)<7`@k37o9hH}eH?$uxUF3~v~FS);Q9k|&4Xxnr?J%u){cj&z22JsVOV&Z6UdMAF> z`_~8MXWD-rRFm-ITv$e(GFqDw#)cah`!Bi9TGeE%3r1`b3L`XqAJUhB)Sr^@SXs_# zJZau(;p^8voyy)rqa=E)R(_8eSZ}+of=cNNw-`pHvVUfMD zho%kSO;ctvh@knVY6w7BT9gnkn!`BHS9i~A6&nJ$6kJ6-3Wa4-^pi@v>E|wInLr2x zYiJqfi_P7y;Ep+UIC!3HT8E4bmZk>QM&e$qC1iPl!Hy-7dC}K@3-%wcH_85NWOLOFs$CDFIh8s)jIxj&%dZR)y#VG=l{{A$^!h3 zPyEZ&F#i=>7ie=c8NJV;LiIv9i6a;sCZLS(1)RQ%`4G?$HYJAxdwpYgd-GttYAb#l zEHi6cO&}~1EQH~E-VtKK+ruw*kYJ?yVQf9TU7^8jm_?q`mBgg3B8Y?j14R+GLXK{9 zk&$lXi0Aa*Z!-1QU%`GZ(mily3c$CTx2kM)>86*Dt)6`FrlFt>C=IvtiNeb?td8 zH6`edcFrz(_0Hro!3j8^Q8%Z&>VHk6hh{BKRC-S+U$SODPx=@kaK9t$)^faRZr0^i z{OtARHyU^TyV@!b0PtdAo1uBBU{;gGO+^I3b;GdqpySa9EHbKiK7Nar5OvE4cY(mp z4wo^u|E>M0&{3|*d3J~X%6PV+v!?<%v z{&DVrdk8Q>q^co-QEga9zAE-g^`kls)nyi2F#N3MSa_3&y9QT7u%TK#Isb^BrPSmb}>VR*F@LwHHbpzr# zZ|ErTtOUQ5=!}&{zB&D&7I5O73LLZ7%r8b>MUVf^{5XBcb3Iby(}?<2gn}=)Az3GC zy|lDEQAN7$gPfe)BcqRvX=`pf5jhcs1fra4g_~Fvz|ES{Z?A3>KvO|Sk-3ahk5auZ z>f;BerlU_hyETPw{}tZH;>AwHUTvX+-8Sp_&r7jt`}rTvn!id72p_XJKHV?R?lb+q zwsQDm3U&-BR-RIU1S*(rFL`rnKldH`B$l98Q3r4vE6>;ILh~uF?1#B{mMYQ5ig)8# zkK#TE>(I1s%{3)z5v@MK4OC!erC|%lZ9H44dv|~TRIjr5D`O-upE?5`)#R=pXPTY% z5ex}KB0h4HwQ@0qaMR=@!l4bVe$7DVx7&d|+^e$O@3}bny%F}q@h^Nv{YQuN*|UFD zmaQ9N$`4T9QzeRzA_J+g5b~~Hc`aUW{`hp~59~c>hK{g&(?&cu zZldIHvjskoR-4r%E$-zgV}2G7zy49C8d_=S`l+Uv-yQ0;L?h>V$tnrYe$jl-JELtL zY;Zsd|9q4OX$AU1B$~KiA9KW<(5ZwM#3_d;vkr#6@dJ1gbA~^(?CH{Ao)+-rskkXe%E+?uG>( z?A1$dvp?6aEy}rBI}gCng%05R#K)SCH!?ZP+>IImCBz#gVMmnuUe_mp2}aT@N+-lG zo-SU656+m84?njYfrSx{K=3-_G2(rNW#d|4i60aa5nw4Yp$O~L`D$4w{uBY*mPNz1kG8d^O^9b z#n%Crl>YjlvfJr~X7Q?%`IVa&1zzsU3i3b-NP0afd!DyzDM*1a_0HD3jcD?2XZ_SN zm_cvH&uxtay>lo&{&nx6>gIa5zB>&Ugl7SXLRlPTs}h3U2@%=@p5MKkm%!W-aQowa zRAuzO0Po^P$xNvosbW<*mnNPrF(+PYkO${;kJ@lS1SQ2&SPVk3xVQ}q9>PhT5DK+6 z8ZQC%R9|d;uu$v0RQ#}m^D*e_zi#ic?eW_AiTVo8LFViyIkI?Zw+aZ92vTq|KDzl@ zf{V@WiBd%)VW2+k?OMOHGtn^e_xsf13^n;e_PowFcY`~V2vG z=IDxNr6m)4nh8a6$n zeFn>_*~IkJ7x~{m3FLhpy?`w}f+i<|%%bXkkS>`nafD*0dV0BS9|Wh!sE?UL&(*<0 zT+7B)-}n~4OC&43=Xz_3a;j3o1J@hZ)-o>!6t{3!n0YQ|I+l&s`fr*VC8|`Yi^@xr zL_Pin)k@4Y_`=S=r0{YJ7)N9$wbpfi5nv^se^i_0tDmW`|CMmKbx1!F0B8c3zIg!i zRd9WXCSiBmLIBf?G#B{*s^>blEvo_y31ZM+Vu?h}Xfd*@kM+PXvB4w}jAK4?_c?xs zck549aD~m2MBq=dK|e4X#w|WE9u~JHPWoy`OIV=L!NI}E1{)ThA)x$#UIE}+fnz7i zOW!JW&MsyYk6QM4l$0*PwqsxtsjYwH`z$_vWjtKBRn#4`g8pR^DM3XT#%a?*(iKow zR(1yhRhYGlLpR}+vzXZ!j>UM#V5JJWYD{TTTl;*YTbhmK;tsML=diJjPzMB^54R$wOLJ z*`BeP)OXV5wKK_e+?a(^`MwvsxJ`m&B8fRt4-!6p7wY2sX3TnLI_z zTXba9tHSZE2W4zewe1^f7qu4#`{9Cj2XOlWg9&@SxJJ5~XM?$?sx7p(={- zAW~qqxGRvb*WNWCw82Y`S$6)akRj5K?(Oa&$t-i-JQzlqhBY#Y?>59M?oW{Ef|XVL z;@;QcU?Bu069vML^SER=q?hA)A4~EN>=fQeiz!c&62QSd%Z1G^qn1B@ME|j(K#dHp7lI zB^7J=aR57nJlxjHcZ7w+imiu8LY0=Exd*$snPN6{*r#)ajgzP(e zN@Bs@1CTZY-8AK!qLc@g|?fHPOJ_CyYpw)3@7a&sXj_Nxvo}m zu6-OXwD#>TGgG3bip)3aFBPP?E()XR=Y%v+lG#rX=9D}%j zz=M~m-NouNLFh88+9U=uE*Bex4>Q&3)T*K93Lc5z8SK2404^u%m~elqdavIZZ&Un! zi|ozJh-79C4wxiY50NqhdTZ5?Bbo_FKK>n2+Rf+nw*G=kz)t|O!9H_AQ(?rUYI&%C zLKd`I2FU`qwYUj7_6+Qk*}~ps8dYsK8iKR)N^ika4qYaNxU>8@Gn!00I~+I~nb`Yq zB`w4OR^-9{@*TIN7KMFpBqxX zT_hK>r^#&I#+bA5xMbe{(Vgy?Pcv=g>Q#Pkzm5Y};^I4VexAfg3A=4xpC8~vivzKL zI3e1BwMwhu%#%OjE_}%So)sCb43oicc*x;Rhv9R_i0-Evg+WjN{Srf z4qR|d##?w!7>IzCmgr1QR+gY60_KTSDf25FF?|1#T-P4IhyHf5oIMR&cJK9+$W2r% zk@ShR{irfCU$<6gF}VpBiR+$$jF9$8=IN)PnD#yC5^)aP`P^|P$F<Q02CZ(Qnl?Xc~tvFfr@jZ7IT1^2g9x0odZx=s01t;NC^WX)1HQ(A?6(Iy5Iy>!b zw8bcL#b=^e*i~^N-wP~eymAsNSK4FLKHTSj-ht;$FVvr^qjg`NX)10Cbxyn*tJUEi_;&@M5S~;3;LpP91(^Fs)f|I>~ z#J_7Pb zR^8`J6`{=hC_QaNl|TCG$eh36a8+sN{~S(_-)(VZJpi9!t;7q%3=e`CvgTR}%vWbK z&cAQW?zdHiE@nRuM?AXt`wp+@_a#oJ_B&*T*B5MHxDb@NbE<1}faa zu)jA|EwDzfwKL}9_eDLx{rx?WZ)lA0vG04hvK24=y;o4&Tim0@F`7hH*6oc3hFD6h z!JY&85<9+j1E~T-irdEEc@b=p(bU?n+>H_J*cvK1du&}bmx5O>Y`eq}S#Do0?hHa^ zj$t2ZXLTkMBuj%2zQZ>!4#ADMP-C|&f1*sE6KKdKjYKX^07)f#G@>)iaxOZ(Pk{1K z>cmwZHwn>|1f?QDkHX1U#ur{?P=tALIj$6@SltIPay@&S^W$ymK!x_Xxoqdj)pLgZ ze10&?-u`Ib#F`X=&6#9ps%Z2#dKSi*yBUm%Po_HB>#zk-R-gi#UCPz@9&LcEDwxR3 z>?eQDP2{K-f6|9%wIQ5>X-CYyZ`UZ-l%2^&DZ1Wnsp>pOv)a(fXD`3+Skh z-M(cq4vpI$%%Ay(do=uC4fAF(D#X#56J7glhij1ugCPvKFFcjdXt zp0J#spXYNTkvZQ1$p>_PH5e0pmOhm^sqpk_=N59>a1_JG%^9eXWr~AE|57%kpKg$- za!B%DQ24j%egw2(Des-F?d{8v!uIQn{z+rwZ|E2$W(8pSV9zJVa@M@=N(n(3``ey0KSGHzsWXQMf+MnHpV?-N_ll4zO4kCu zgv|>wnAQjksSByVpd7MrtY2N1a^jWO_+Iv2i|JlX=Q{PIkF=Nu2NL@g8tSS){08r} z;6dj-q-X2&fXyfQGqXRJ)T?qFi2?OcXKHlt6LPf(s^YNu?qY$WwN<3e{Cf!STz8iW zVt}_~M0*=Z_45jjj+;Ob^VT{UfVP@G~Lz@?;lr`>QPKrs-C^^_wn(uuwWz$&oJjfxVV%#Pu6>v zspm5@Rp?=nLE$PwXl^!X%Sj7EySsn>6iHvc@=S#2dx*HUV92(p4JR%)c9%iLk(aZJwI=X1-YP_#TYwbBPnNx@#9dBOPATEMldQm zJHJM)_BF>-)8oOj$siSoGqjuVqnL-G;a|d!-FVdBPs0#V43ju6obTSed?}pOzk2YB zOB<`HO;+|QcPE=sxEg}kK;4u#WNlP<A1Z5V4h;KSz^=U$C=o}4*6ElZlsAMi8wR#x{GSmH6A-^g3}Pd?TMMDIU^6V24iesxsz?lwt@iA;BoFw=eaGQ+&)zrkljHNLo= zmxTe6ZquIOK({D0XNbP>nz8$uJ~m)VU#2Fo0sam!D(p$n+hLKClA?AZ zyiGzva{D#_Yjz}0UI~0sL2r+{Ib7@5$mS_-Qt%=uc~kHYOe(||dr5nhmfk}^ytr%x zECL>v=0br4zTPORf?-urCpJh`^w8v>H5R@OqMhWCT@d-Gprq(fEC#1D)|MtKfQ0AAjHz&q%!|Q?nIcE&5=lsHn~a zpDX|S8MQhrWDangEs*+1Jam z?%?hS#@b+Ko%a?8INPJ6UpkTK#!Z(z&!Y%Jqt7ocD_!J{xAK0C6NtoXj==KG3_EGx zt~~WwNmux^eSsUJUA6XaH7<2d)S9vU0VU~)E4IA#gcQE5%??%gSS=2r4g6@4x@AtvT<#!@-+S@dF$o^3@Iqod)y{eU>YeCZef-=v3EW>!0%kf~^_?u`)BOS{?2Rn(yPa?ZAY2Pux1+x=yTzXX zz~#`?mo`U%#f`14hLf4sI8w!L@k{@DCv<&g%{KkJ{M&@D8uYXSqRA+7PvcGQayQRn zBvo;tIw<^2{CBPj3^00B{@6>&Dizh2CoUBa>J*qYq2me97-!uNZJ4cuu&^vREck+O)Ep_1w)pE?xY1>*PxK|K~j_8$rs% zUHQdEPL{v(c)nD8DG!!>T&Ego2sZ8|yLXXzmF74RXhK;*ha#Rf_)lDt6|M@^={T1F zAWS62gxbZ<#b^kW8@&SskYwWj2zGLNmK8}tRJ@;|e28LKJ;It?bLTi~tX4h;=bZ#6 zV#7ZiK82l@@u+D4IQ@XjE&D+hkkif^zhoJ z)Hd^J!Sf?CU|;G`9EwUzF*SF&n!|T2Yi^41X<{@mFZ*IrJnLn=f4S>&G1;6+7<=PR zS%3L2?9SzneKjfFOl?BO$hO-xJY>Z5kr*?vSNpG6q?AVA=N5&abhYvqmHi!j_Ln^J z_~rC4BYVl_*Bze5-v1=NcCeO;ZV>x%!Bsrwb-K((~@kbFUyztP}{+m?nc1rCXzquVFRWOsJ_W7(`Txwhm+}p%5jho$4R|@{p zgn^ie0_BjGYe}bSQ2w_0QIoMNU&`-P9L`>hlPeGTCeVOg^*{nl!|MDWxX`30JK=)2 zlvSW!oj?s!f{&g3mtBhI^IaGgqXR3cre!Mw-w_)nmKJR1A?A>K$v+wk#bo?n~XqY7RsXw4;(RA10Fp|q4)#Gu#fR7@|dD3pO z^Dbc!V(##8)4tu4RFn~?cc$ES`up?2Y~iOchqU)f_7B2J^fv>J^tS^pIu^l_vyU)n zS|5wX1SmvqxEmS6;B+;SXy^YBKFpPzWU4#6=fTd_EPJ;)dU2S}djIR_#BN!rlmQi9 z-hQea{~q36tKaKJyNC8L_!JA;T2QXmI5u~u#&>_AFHv<@_8+Ud<7WBbqpna#vqe6K zw*VP?)Yd7W9_pmr8?W`SbzUd|KeB3@4A>I^c1yC}#jv98Nzx)cL;;uI6QuQHeIjot zh_=%wXcY%@O487!yh{_z2ZiD@k-uTbM_@Y5I;mG#`lpRfRp6Zmhm@NxjJ;H{EAjv6(pFzT<^w$#6wGd?@ZFB3m|xf90!#?sK%c1nN_Nf`obzV|Ro z%xwNA8)X}>YD$5{?YlVbUv1it>Yj-b2M~t9kw-DgAy=&o6@LGQ6M(sKPxqX+`HEQP z(_acbTo{w!q*rf))k<%hu*Wu_!-@f{I4al_k`;4{s4w$DMo|`Cd86-L*sLI{a69jxt<;!|~JXOGAlQ zqrz2ex;$~#h#9xmxTBGyu2xaOSxTuU3X1F8W~vYi zfO})Hn$K&0`PYQJJl~kn5_D)Xq zq~CJOIt_t~F~zdgF-X_3b?3U6G7LygVP!>>%N4wD?Z^UEBqcY?^xjD*|3=CyRy@>r zrT$Lg{?NSJe8o*f=Y=(CW^=FjZM(o5&42)MN6E3UY?b00Nk;+{nVod@8qj|bF!zt&l22xR8` zqlBm$FiruK)GM&E119lNO(nXb0UwI2(HJ11LKNAId6a$rn54C1^d|7LiGh@Szqo|+ zG%h6srV_37)MsY1q~4OCs0Jy?e6(*(mwOrIrgXT~9*-WR1g{S#&{xp8``=qJ`mPC6 zQI>cNbofEGqU@Io@M3gu6cesdYR9dqMC6o(=oJ58&`YgiPS!q1W z>rd}0#v;1yU8au?hkSNrConPPggza)ZQ3Mz5Wm~EVJN>FcGa+Hw9Hkp(@k}>?4|(5 z>95})n=F85p+apvD1a8L-s!T!hA|;9eZH6}rq!Mc5pvYTA^Bx4@jtRx6-a(?@#rzo za{SXG#qXs2CM!2ny@nfsK~(cuA(I?M zEsR<=SIcKK)aMHWD!ZoIuwU(0-GqP~4@|I#J#1Yk#*cu5Gnqcqn=K~t4oB!933X9K3Vr`l)@P#U09A;%3vEH(FOMF2M}&fj5Cjp6bx7#3a%H7 zoyTb3#B;(y$U+s}L}_JNJlMZGqV{k*ek;b1%zI){5|yIN9TdP735Cacr9$yQeaAxZ zwp#c+g{t-W{!ss8n-1w|t!eYLwFJ3EG^MF4g{VbJ%&M=Q9PJT!*W372BfDy zChWihMK!$KbEQD&Dr{(>?2ZFM<@N)TOi1vX!<-26;a&7_2?ZI&PDj-!t3+jAxTFzY zN3F7lAt|q+(4$ik7;W>>pTdI{rf0dL05Z*r&;AuM4WVd|I@Xwj3Nl37mZ2%7lu%+mii{p=2so zcLo&!{bS+qcZ9;%rzYYK{QW6Z6^L>h90hn1jKb5t6>0O^*k=0ZNOZg7 zJpy7_md`VSg>SyPtRxKFzd3Gpy+Afdjwrx!Ubz^SwRC2`OHYjvM zS_-7;Og@orPW&@Kv09LB9UX@?m7c!$$#|nqyl;WEzZV~aVLnDtS{7+Z5R*a*_}^vW zv3?qi-&8&(=kIix;;m28?F<-Xd<4Qk*P~y0)U8?{ek={887F9|BhdEmy3a`VVhG=e z9#v=l&<2eYPxG@76HWplU;Ly4S~YTH3`h9HV$BHA(`jFONRnQI@x~?TC3EK}+=u^2 zs1S&mgm>ROxV(a!kz^7R=nxMr&X>+9CP8a=LHt13B(oXp9=CQ5Y2yFGY*+Ok8pbvr z@Z$WZ4*`oAuC)aM>zQnL*gr|EdF!<~NVrq6u~I|#<5%bO|DZ&L^$G*sFGcg+PAJKv z8%QG{z$q^u%u6}{y_DyxJF5TM;<-RLBg!7sV^a%rX=wx_~Go~J5Qyax3AW!b#poOZ&Vhd=s{wj;9 z(^k|LzgytBd7FN2fyEnwNpp~h!$nds9)^s8cTO-HOfEyU#(O4fgqJ*YX6I$howV`Z z)wZ09r`6uc)fKq(EcyCAQIdYiClO^|Jw%4t@O#fccF_!XsfMqd?XOH?UaFDj!dJif zC|><-VvtQ{t`hJZNg-Mwc~Wo3yRnh%Nm- zC@Q!uY~UBe(x5=6ON{nzw75W|q)Vf?1I{48APfLdBw(C(@62$B2teq>53 zp2US^gLo`_yZJc1WnQTW?@?}S##{%W0e8>RllJ}UIwy?jG62Yw#DbiT`Mz0?84Ox=@_ zS31Fr$p`aNk?~(&Y`I2F>X1B&t=GKhc*7q637=W2SU+3%8v7pZ?T75QVzH+OkxY%9 z<(f}cz;f!+I+2H~$cG|($$2Jgd3i3w)%OmJGasVpzr9eg)UG8&q>-Bnqj-NO5k>W$ z1;(vWUQB>a)zlFDvH^jjjuFUsIq1whGbSxHS&;E&{W?g#d#n4tY7ZhijnyG&FW34(;suFN`2 zG*J^?n^O0UBT}8!5%a&5$M}a^7277=QwoqH%0~fr(H+L1F8j*QYCa|A(XXTOHRPuy zo0*;cFR?1qk4=>d^`W6sF0qZZy`RaI^ysg5L>cC-oko%I}wJp`$cK&;o_*IJHC5~uXul9MoFG%;(s2q{iVu0orj_xh_>C2ct zIb1|>gyO;&x35taa44D(?s)0Koi*K2yE4PXtY|YhzW|OB)*os7LR?imN^wZpB_#~2 znyoS&=YV{jlqqOK_=yYq+H+QADM4*E1;q1O!y|-2ssY2Wf9SaIf#VD7?VCV-&w;*v zN$D*^#ktJxl4e;C2#^u~_B@uqzEZeu+VRzUEEE3LRhaGno9#kojz~ZcUkzfc{qC)- z)Nfi^%Uiyey|(j}wN%(?7aV*?4FZ`-enVzvT0$&<%zEt2;t4G523VrHKdY$=R>~DA zZZyPp4U_uRpX88YzeWW9zB44_rnbk+4_V^V`SNV)m%+6dF>C@39dnh&ygHUX_swYB z&Q7X9G6Bh}t46izP67nl3ihslcgyGV=Kddh5yWu{OzCTXqQP~PGw?6IwT2+Do|}h}K$vc%@PqwRR>&E|{^Vzkb&5+j_Gyh3 zC796T--gY3UK8|2Er6h-+a`eiUoWasJ~auEW50SnI%faJl~j`f5*Y}v_E;x<9GjiR zYuwH8oohG%p`S=GRrKs5weQ{xF%Qk<@wG2`qxsr`{sA0mfW-~E87W(ewlDACUr8%& zpkoBl*y4S5qJ%ganb7b;9~iJ8etgvAlZ zs0ZD7M);+QjxiSZE>5GKtoe0+1TJu5i+ZVZdgk_9uE?m}1z1Any1ldar*(|$gcWVT z2E%q^ywAgzfsa`E0OWMKR0o8F4-@$~&QaMR+9i>BNx8zJm@$3qSjgvW#K+Z}q2)KNVrGxOsZd+#ODS-d>iEY&%k< z$k~GXvbFX3V)tTq!rb(qE2S<<4@s-s?9uV@^WDtO@?}{t=pDiks1Wcv4eo2k0PW>p z=WSE}l=ChBR)L%r&%A7Fo@$1ER!Tvo7dW=Mopn_k+4ZN4eI-M1gBmPveWiu)y@pq- ztsBUnL1?RCq!h;Xb2F8S7-U1r($z9jVi9+Mu>-@0XB0x)z*`OSgrHM)vm8S(S+Sin zFt1dam`YQ;3VxNe+*ECBJaUfaWwg?102r<6s9$PsSl;}9k+4@7aBTzn1#{oC4=!hJ z_o<~ql)nTrFlG;49kKReEpC;4RR2y-pAgR}NiL!N<)cUK$}Dy6XN!K>QW*NtW|+C+ zk>~0Sv=Ky^0UrmGO=^?wf3_X}yx)M|@@{@w1Be)$p9f*6R?mbvV}BmU( z*?%xKPkn?{V0~`JIpb*(NSbjJJ0eJM?dj{*4Ioz0F;;Imp>4fqB2Dv=(;A7pwqYWrX0Qu#hiFUr5zKifY$pf~^r?jw;n5>be#GKl?nOSFi%?Prx^TwfdG zyPYRr?AbM($qx-48mz#iNiX+tzG{DYUi%$rPf71aL+0n_Ypv(10Py_b9ehH*J}_+5 zskQ#++|3NzjGft%FO$4!CMF>8_?xwRxt|k;P-F9u`3!ZuJ~~LKd;SBG1c;dkvQ!e3 z{0svcasGLR&q__xD& ztd1#*o2=PL!%lCVe$gKz?6AMW?WPZW#Qjif(9ZbFv8&{5H3l%BGMB>W20&-FWL)j5 zM8rSu!e~Uk=WFP;G&_8}E=tOne_r=9{RHG3ML(1Qu@c982$p&Olxc7oDLj!w#HxUm zkS#X)pYd)79POrIp8enl0qld^0fLVicB1YLlw|(q1(7@X!NAZNCtnfq`FG$Rpf(r` z*EW3Fr8+gy`EnHDgog_W?9Ua;r|VeICX*fxG}O+GRO)6ylTg};RL2vpE%3hN(mERT zWJum`sAa;@??#7+%zU&vMuGfVxYJjES?m^4ET$*;?yX@;^nm}W9~J@}SsNcM`yaEm zlrE6l9&Eh*Ydl>&`RVN1)@oAo-KDYkNbAW##;2KDz~KfF3i!hr0DrO?>M$@v=!)?? z;yWLU;_e14DT6dUpE;X<0dU&yWZ(z4(;E}_@jwnnM7nzVTBLgacT%72ePBZ=Ej)jb zP(BFUcV(ylz_s;#r+iI8_a#2ov4hF(m52pNL{3cF+r=1p+%Bav-TX9lG-sB0(E%x* zLB(3OchP=R)%r?VIqNiw0gW0)9>6g2??6=Z7Eeo9UmjVGacmf;Ja=quw-Rj|70;n= zL)Olp@~7oC5j*}LW&D{|fSjzYMs{s%@U(h)+{!Z7pfZ+SXc1T(|C++0{-8wiZS_RK zZwunQ;sUvdH8pHF;Fmvj3o2nz+{Cl6=QA-x?REGxU)fx1?AW~A(s5Lb>ldp< zg~FiaNB+TZG=Igh|GpP?JxmPAr7hJ6$UUFKa2b8k+1~xQT;QD<)+yT&Q^x@Jl#jl+ zPw2&(?ZNg{IY6y_BuX|EqzDDo^ z6TX$*A`?QfW<4Tq0OhBPm<=?aTRew7zJyy36C%!J#5>~cLCVzcWJ(sTEKKWW%k}bv zS$Y1>7oW+rPf?e*(%oH(s#t+rY@Inxq}QH-@DGb441r{Q@lcLR-Vg?=$%T-HM*rv* z#itT)7T-hUk*DtRqoqbos=)+nhO+!cmWRvo#oM^nw4+5@OqXqIdz@1AR=`GhIdY}jc%XsoV%nlHxUdD(i|X6ZxH+1F zUTM*U!j(5-<_7K`SiYp7=m;&$EI*72-&;{8b~z7iPeKb-6G}H++=r_N(%q#qZpsx* zpDGP3TtA(Sw453a<xd=X#FY3;C&?{GvUm%|AtSHlqiQoSc=+ph?tkM@_Gh z2+3;Hp;m>JIOQxL^ece`r9C-B64yE$o5wo~n@h*6+p62^>7gBy)A}xZAxVk5nraCx{nML!3H{T#&5ChKU zD8f#}@Rq(}O?lKd!VD*|mafU?6t;Ldk!0#JH9W|>g=w*_ei@__T`es?F}Pyv6WwU2 zeU=*su0VmACQf>PfL=x^_PK)1SV_W8L5~9Ijm`+ODSHYSJ&QPR-uG;7=IS;R_`Gwv z{cdZJP%^r)dld4tn^Y=MtXyrgr|}iz(7jFrE1krB9b~GW_L5jFHO)QD_Z8S!!e>ub z&)9hKF3tHKoy#fvPdV_+g(b`$jpP5#goyMc5kk+IR*L@fDb{%*Ki)VU0V`3zl z-?Z8F;VcQv&TTRuhT>Qrw@yw@z#Bi4SFI|o|Lk}?>iWd7^UH2kG+Re2C;6|>ehoSj zIc1__G2#ewl;ETEm|YU_s-uUqI#msD8VCsqq0#sJe0o;2eZ(Ze!Ar^1{NGT3t6f7J zM-p3-Cvy(!rR8MNUM02N>02?ar%sFxJj}LKGNQmNe6~gbO$LR=n(PRA%L&EDqxL^k z0mQev(;HE)O4^E=ca4#}NC;)fzaS71I@T9eK_VyiJ=%Su3!k6T^)jy0*`4XNICLA| zaotz;lBo6`zW=JWu2kWAY&*{R+qr~`TjN|HIoVz@qu z=_Y-(d)%%|qD0MFlN!z6eWnXX40gLw+(8zbMt*vPlpZAhJE9k7ek?2JF zW58fOX=FPDrO(iFDn?c?6}5K(Pes8<%flbV{E* zmud9VXnVvk+VMm zM4P)W@xPz_>v@(A+V;U*;uFRa9A$)ex(y}Iv)9j_%t@;ElJV9I8X~qte@Gr(O5;~* z_cfg;6)y0o3G7iJNSKs~>*-}HSCzNn#&gy#fGkt;VDRq0pZ^}k?e{*}Fmq(`U?+2w z-ex@KWGjyHZ5Wr7O$65q?gHj9j6h>Z_v<$uVzim z3tm9d-GLDly17!F1u_m34=vAsJqYF`1*V7jqDr=UrruYXe&f zpO7uk=jA$^ft(yvZ!PN!Dw1?*ofpu;kq5UcdT}gSIu?hk6!>$rY1yyXN&@%37vvC= zVqL=_&d>5L?zL=e%gLzUX5Z{e>DHwN8lI{pVMM7WQ6S)1O?CWkO=CR3kIL;9N2E!8 zfz;^or)Y2?;dXs+Ze!&6%NJXCh^^b|jve?L$JFeI)P4OyDimGt_d6`n))J&AJQ*lv zdIO|Q;3Y3^0LIYXqW!)+=~G@DrEiVvv3}m79gC&yy>|zozkErRHt=Rn@-8ktmik3_ z2Crj}v-#U(FN#@T2oX}^+o6IwnIUvBbR_?ti?S!BH)TK|$({S$aJ&ZEcO?sp-W2=lz20x~B zSfH(-Lm9;C_-NbO^y|}~#Ekt2t@(=eh9V4k%7*+D`G|%LRsV+Va^BMK2n7o6EmgcV z_Pbp-3;ImYonRf`hnbAo`bW%$gm{}2+ZwHO!DBVt;viWmM#<(>(l1cB0Ayiw z+zh?cGy$ol;>-Ztbm(g`^i>n9e9wvDu#FMY_m1|4h9aL(Y3DQ;^UBN1b8bYeTkafx@9C0_Tzp z9aGx`HWpe`6{#iUa>1CR#n6u??nx&bq~szzm|NXNDMi%)7t@SUyoFZJ{o3G_sN+7m zc{e5(`1Oq9C9?=?YsC5e6 zP;;ZN(Mn{D1aDrqPEmbp^fl6wVL05zKO?2A*fvESWx)Fi%;=xky%2 z!Q4GeZTNM0;t6xKO-ERXK}}%)kIX^armZ-QZ1EmT=d@F$3VeGsTGPR5(~Dz1>=EXB z9Op@+3_)LqgR_(vIcn(657%Px3+eu()`u-Gq32RNoB7&OI&|wMxeChaD>Bv>Fvp?n zkbLAcnIn(Ad9|LoDal5GfkIV=ZG)%#=jc%UD51MTERumL6VU94vkdF<&bC~c4ao(1 zenBT27Kq?lk|EH*>~K!{ZFtFaCg?~xudUz5HWF!#A~JR#Qwm3Btj#ee#W{4Ggay&H z--FdiZqGr!|Mxk7W6xb-j&1}yUoq3&edTn=yM6g|%=fm<*mKLN@VO=e+kAvYpP%kJ z6uSL-IDIc$hd~2*0r7Lba;D_pZKRo@~(13zM^z>u{Pb< zROS{IeVjvaG(Bd+t=g$+7M2DD_@}I&c%JrF;MzR5u1V75R-d;|~{n6P)GC@#dd2 zvXuI^9HkhSU{4w%{74iCvBZ`Ue~<{12k0)7LGK{-qj*QHQ1vREy?`Vq5~W75{1!Mr(5CZU zJ%0ZBarO+pbkI(Z*LC|KhGxBJSYm)66&x;uRBVPTf%xE8u9S1y3vP;h8n?Z@($=r9phZ zyjcC1^L*y-`;a&MrtWU0Ms#-T5P*?)_);Mm0C^qce9)OE8<$f3M`>JJmEHc zVk2j)=H+n$GR8tJOZt1&bo@-d>wcKH!F$iY$0Njd^OJvewpm(^)NpfU3%{h|4*wue zjXBzrPM*9DzCBulh$Wv+UflSDJ381j0ND6ibH5in^*B!Slw+WRAV{ZE!Y~t5hXv@v ze}aQ#2G@FqnQf1Kn|&lp!Bpsaz8iDIggxc{xYd9-QFu>j!6Dtw*HcwC96PL<&F_UF zBsw_IVY7wE!A0-nAXYCUjUI)!28=g(wlx~5f+thYhHpLc^6BSLVus9EGK7>q)z89g zLk`5>rTVkM1%57K4m4#WoXI&1rE)LqP5wI-L^q7DEn2(JWm|NrQN=Vp8Hs)sE+LkR z|6fN}^}r-p3>4}(gF5qt+js3`cEZ=~XmkcV4v$u74+oh}w)Hh^AxEC5Q{OnYV94nW z${dL&OgocwBgo`~ZVduFY{Chp*adoxvdlkrmDb>ziubsXf&r4GW3;0L#g$S^`q`(yIBv8=+ze|O6`4sCwx(+C~%uz~M( z6c~Dio=&3-sCXz@7|hMgnA6>DeCX4xbxH^we&OR;1yoBwU2_3lKj+Z!&4(^~H8tdk zi1{~G;!4f+OBHQsRvOuP`ery093wTdQ{4kK1w5bnct)CNG-m zt{0o`HA!z$gpU^O2iOU5TEBJiF^%jLckkX6!(*Jjy-2dr^_|WRgAK!^-H)F z#=Zaa&Pv`)164Nn9k<|@7}9&hi@W5IU6+`rMtY^eO_F~i!ywu=xH#+>RjG0dQxP1JFX?`X)6=duQ zIQ>=nV$@LJ+gG8IY=MLs5oXpEW;UJF)9>NZY**T{ul-`nwv?6^xnZ2r{h}|Q1);4_ zoKu`vm@S`8zxg_0Pc?k7{C2@a)C>_o(!QxZ( zWi6BI5#QZrCaK^>mC8|FMC!tmNCjv&(fV4|%Jzr93&O5~qYSgN$hh`qaM{`=6rF9s zP`2#|8_l}gLqmdeb{dpmo7>*sv`!e)$vI)6#&Gnf$m*pjOWXJGZB3porkW>32|u^u zGXGGr!d|YlAcP#%Q)0w?M}MsZR|r>Ox}u589O#E`f>%%JPQl~7Gj{yAe8FW^D{-XF zwZRmM9vBu;ad_5bOYMz}MW0q14OxZYA&^mskiFyS&yj#eq5n!2?k%DTJgFW++B8g# zUZJZCw6{hz$!!~JoVZk1GMu8Ev?L3hNgvmn~T zi6Q?O_^~Rlu7P)JKJVl!25!4yj{j;p$4@aNl0NsJQ}F2P{{Gs{Jdy6TIt)lsIy1i> zCqbO6!Q=iRxK!Q`r@d2IB_=wjqBK7gfCVbl$;oNG=GbQTX=7Y>UN~WZh>BW*Lwg2A z1E&BSUu9INsPUdRbFB~Ez?1=5zSKJz&o4KGV2k}DEw6b5#|*R>&zNI5A`DftMk^&f zJ)Xt`wng#HDg8|+@1<3<6uLG=54;~dBYZrZE`;YpY&g}H4Mx2`2K@Z`)A8fl@qcY; z(*dCk zj`v|!!}w4u#621x%Uk3S5HXKi?0i3;HnVhb($*aHM_m8t_4&*d1sr_XU0I9=N2-_g zuM{apaLEimlHJ^U5!#+nUNQyvp+lrv6bYr;eK7GI2k-=^Dlx36#VWS%(vF|!o^LNQ zA3MN~A>IxaYZF9)R9~%F*1SdzdoiRaOTif6*SOQr$Q%WvDUtdc)MbEs4W=L8=O^6f zZB5U*#feHE=>{kVb(dW=A~~LM#*d?A5c>xE526#PqvNH=sYS#M85_ zO#f@X#r)w58OyZ>)0}=@XrCQtL}Gsz#Ijx5ZBrF}%5K=7jXbaokM#x8)l^GSX2u_r zsyS5=(Yq`xQw2{)k;{{!4^^e3=NCX+s9Q12wOsY+?bmt#GJZt;bQS3|Y+NYaxz?|s*4qEda(1wUE#)pT zmS{0%j*7eS;F}-v2~T8T+I59lSL*y>)z`2h!io)JVc*j(*}0h3*o>3C zQT3|Qo1ZTifp=HZ0F%DZR4NR^xYU+_iqM0NJaumVJ*)SX2zOd@PxU{MrrJ?a+=%=S zFI33U7PyLvJYibQMIVoOU_#z+ec|FK@g_wkd1P@Q?Wd*neU)P6R9j^$dcvr!8JOV38E&Kck@j4JNOFhqj zfZ?I3DEtwa`}C6fdYSxtNfg^PR2%Sc!L{MD&a`WFN>HXohT+IM<5#LxYB6HH28M6o zU%9#AK|JafbJG3|yX5oMf#?$Ku|rEbn=LfMDJbNEjcQE8ZVGvz-tZ+@u2nUWMQf8V zL+|}E;jFlZ`8x4<^4kf|*1q$glJV}84G{OP@CkB=uQB2Gp`oClprMT@5G^?k6g+Ba zXqVgf<4d;p%$@AB0sjo62n5ubO{I~1mu_f(hHAd;_xo_@;zN*lcS?12T<@Z`s81ul z-A89zUC&PO-C=p736~mP%D@k`zsMV~Yg=y{*WorP?A92#f-77|;_HIY8!)1Hu6d^d z3_+2vyxdvbtkibkAB#OL{YcIlE`ewCR<@QVbp{KUMPJrr5_Th-h^-_dM) zSkB|V0n5XrVolG+*e2^Yr$Wgbo7O%i1Xm)Xg%0N+-OI$G`Lnl&Ou6nR29ifz6IOP! zTTxn+2mz{fuRTyg#^`qfRD+2iCvnTR3GS#ls5xcU$`-A3b8I^ECP z{Mfg~;{8$KH#O_Inz=Z%J~g?0|NcdpJp~0am@eE`NEsMZ zu@dvOGPqL8Dg1AKz7Fxe3owgF=-w@pcm378Mu~(d*rQa}`{TA z!h{M*DYvH=_b9|nV5;@MaFEdhlpEOr7{dg9hS`X8o_4IopWj!u^0j8MrTBprdc%~z zjIt3mzqMykfi(nTJ0_DACnfX3vQpvPrTpi!9K3+U%2Dk%M%nldja3lkc2ol%xV3;2 zrCN+w?^6Qv$&qMeAlEU3M~BbeW!sxR==X9br$Km$ko-5$9iUqUXkM2*!66~)ZKeM^ z?FY54R-TYLa(!M%Bfa87lk(tR;kv!M2J`94fgjL#D&(njuRF2%4oBGi*LwVhQm(?R zUs*50`O|XZ#f2{tCNVjR=mDB&G_i*nRqBk%i(}bZr#~z)>y!l}h!AoDHqQS(N84iP z+V>>yxVcOfVdnqjy%pq^I5FI(wSMwC zsGQz53v?)493Az zmxfr@z1&4QHfrzL-aB9gCja227Xj8qjdzrqIF1R3t?FWRso+X?%24S{zni}sbmQnj zFbW9s4~q=bXBxJbiYvwUeHc`Xq{LWKp^ipcxS$AgjIeKl^|}DG`E?hzddd7PO)K}>9gWu9p6*`1n~$Z?5zxs{lK)Cf zROVxTCKLO-%e-WHb}&9q=$iIN1M9#E4u2~!L(@@|a5{Bngfo{o-( z1s?1%dqyX7F#-|~%TO0a>vzIrf)WOrRMz5Ok6@M!JYU)2lH=Wa4!m5>i4tmXJzgFw ze^`*O^T{8%MiYVj++~A<|F=s~$P{{7%nS~){5YF~E*~9u?ti9GsRcgg3_a~+epJXr z`!%%=y9eV`gIQZdUfTQ&rQD)+mPTr2tc^yMUR|t2HS3s&pUC(ymm8nS%alT%zy9cE zj5bsYvgdJY*iuez3z{cw-2gC{o+OcVPOUWKSgx|)MM&spin4+8i`HR?-;s0|qG7?H ztqaqkYRJP6%NTOa0EOAg4pp5tiL?72XM(eOj`7lxc;8M`3;CDA);c26qY6%bl^qjZ z>W~>+SN_5kx?W;k40;>>#-LF~=OTgm(fZ`8y(xfb5TQCIBT+_ttU&8uc`X^5c(gcK z;}DV%VT|AhxqqJt(c2A%Gk#{8t}wIIpumx>d6(K4Tbg3BKQAGh53_>yHl)4hSzey5 zljp&lEJ;AFhUp%itaXN<64PV7&i~S4Cq}dzyi7b>(x< z%R%_!t@Z+!)(=nxE=oMIc)k+R(z1xO=e?>ANlp?J=Gm*5!I z$OaIErn@7y4Fi_pf(vsJW$N5wGfZDC5w4E(b!dM_yj}+Iss+Y=UaA;VS>hq|-M2%o z4-x`PL6zmN1E5lZJw)5nxnI?FR=(q5!sZd~NlK86z?lR2P-Ca%x$#K6&uu9+8WUMg zWW*!2;3I-QUBB^sLvc zU#xGbf&4|T)OI-E8Q>($2;aU6#B)?3p^)hUS+_gLeTrB$U-N} z%@h6z6y3S7PQdPw-1Bbo5n-sFwn-txVQ#)WySlis@Lc&WM(JaW-;-?N=tpS8v{aMg zUb_+>=+sUJmY%;&Z8l3ABZQRH`tI+T(>a=$I4h{yxOVyuUdh7Zn&{4PF7 z!jr#?K1mz)@`aMuuQD?3k+q#V@tj+ptM-1y5!h68{3_RtOwOCbjH`<@R()Fru=?eW zm7ieHS$_=v4bL99-Uy(E%6e4szVOkgyzdC8M?!-GvA*L?H@nk%SV%; zQsZIb>r={wnkm%=4(!ag61dHY%KdP1>hhNVYvE*UWZmess-t!?52+y^*(QW6O8x; zlLoNE!@)N3Y@Jcm2IX&v1Ld3669E?h+kwAh7_5HKNPg9SXP?u!>MKp%IGi%OO1 z3Bi#2eYNbvF~tD!tf3f_+tbkYC^M*cS|8FsknUe#=3x>G@TN-cBPWvMl;aFUr{*6k ztsQ(L_{hVqnEX-ih*z{wxj@bmK}c!ruY z>jtRmv9l|-Sr5w(AGRcKdXyGT-z}Yn9%LfxkRH^MSelRwU`tj{Zj|MTIGrj@_0ih#2BBF$hm>upPX+(Ur5PCadFWc{8rU7PC_mk zmIt-^sP!>sE{qbh{0$g%@xiQ4Lb42l?(7i}GGM*FzdnvCXgv1X6b4IHT)5TY_i;!V z5QLwyiV5}_I@~$UCt{y0YZ+g9ML)t!tQKN*8;GvasG5qry**dJwdMkU0vu9kUixFa z9VbtK_NRn|;SgyD3`kv!{|eR~Eg z@=gVHT$t>qI$NX|h8!~&X|c?FaSFmY|KQWimd0F0z1G2#jbI&MM#g~=USMony2M;w zBU>$Rv){n;=HJ~wbU!=@)9f6)1<>#^^AEtmCgt3=TY(47JEGrG>rFz+dHJvc$$x$$ zKDCG<1Y`RUeTiC_4YU_SI%*zL0i58t9DY9#xPHXS7})v-Do*uIo==^rt@YuOOayQ) zXt{>?p$}G9n%&qIK>{ZFJG%GQ^9=V1&M2*Y$Ldayx1P3fA|O1jb}%n96GumtggSuQ zVv&VdfUT<83n4i=hJ-8_Vm^zN1P9j=`{yDzu&!Cu(M|WTTJA%_?4d16s;ji)E86{2 zTf-zc2Y<4VatgW|PS@1{zZ>4bhZZ`mv6&6*2g_Se2pdc~!KwDM_dw_xC;^HY}h&+L;we?AtifNuu27NBpM zo2)GZdmpAH9Xw|fS-wl_A(4aS7j4tpK}&~`w)Rb}dql^0_yRi{M4rC|A9JeB}|w8hS%(Ln0e zwE}Vm49F7;h2V(4<{NY1L~(VeZ=)8Z7bTd*m8Lu`Ty3%t@q4d6Z#wQc!qRm!uBN+m zTAZ$*E}l6*?;=aL`dB)(Mr^OdyA5#vF1;4ux4#~7v)x*Zp@4Xu#eI>V2V z33xS}-K)Qeo=A!g`QTzpfl$mK|F43OEr5?DGfhB-GpDF@$pr#=>rjZ}{0l$TcGs-R zd1&?G<}X-1a_x*usv-g;#*eS=y2+4ejXxA^{=$v?%Km{k&0jX zw*FuH;GmpPrrlAC?FLgLMz9+^Yp@s`+en`6cYgKu=J4K3u+g76!)4>+yB)IgsfIq5 zqCGBVrhb&?@ca9LBihU_|7$+wWb_XyF~jzh)j`W|_-xe~BvHJ1j8g}zs=Rw<^A^7Y z2;L~|vy(nrSJ=Q>T=+hB)^5@;KO^;saE_v6_kPZwvhLCTu2o#bHL+Y*3Qp&MiO)~g z%t?gA#5FcR0kWaZD3Rg5oubR^dR}I*+x#TdS%of^F7Em~%0%k97+SFHI9FXzZFl1b zN|Q6uPOtA}Bh!)<7cpGh_4Cb+K;wn9@9(m_Zg?_?0|>D0FXJTF%35V&K5M-R4?@OW z%*rC)Iyg;?xjhGu@P8teTIp&0-n$ootXG-mi7XcC9;ugco?dn0IT|3_yIL-Wpc!k% zNG$98MT*D>At32&X8;+-W95}=0vbkN6-J!i-rl%U@5egd)W1l^AGq2d1U{4G=?|S3 zE0|^pWHw4Q{su(@H@qA0X$@+xFZZbp!HFdCpWaKosK7Vuvs)m#IvpydAr9Zvb~*Rdmgf$;kw8Ui}+PWte0 zl}gxSqpvGIgv5Ol<5K!m{PQObU*Bgir(XD_{ov>ut{KiA8USovB&Xy?*79z$vCYTf0}9UonWlb8Rw>t|0^Ih*;KW22Hv`B;U^ zhLgG5DDZnyYVvd|;~j<;jvUYb5p~sZQEpv#=mA6r5g0;J5os8@MMR_{{toU_k9Yp=Do#Bb>jb{f>3y7&E`A8i;= zVQOF}S;%JdkCz|m&eg64jB%lXLY>o|$c0|w-WfJxR*;_`37W8aY)GrWC&{{BJaxi0 z<^cHt2MG95lAQ!bPBZ;<{nq|VFRz1?fm`*WEP&KC{qbiNr<9FRAD=xN0?0D$3{5sh z5PFiksR#sUTsPW>ScxWvo?0Z{&ST}1?Cb#g%ldu?JfzTjr;xFI6j3p4`iv zW$X)R;W&+!B*DkX+I~;=DHm(d0AI)=X$7he#J^1d3PBrcq0!*EZzM=$ zZWfkRyFIL3kY~8WoXYR^$9!Z7%dW=0biw_+{C8(36mnUaSpei&$|8(8^MS26{noemH;wo%v!tfaie%Rc{o*d^}FenqXpm{aU9&`k&xEv zJE`D#qB%wt>OUXKAIhIp6Z$@>Hk1$i?RIt*Os?6o*E{RDHOz23?AK;F{mJU781n>k z4>;;pd`P&fqoWU3c-od1c@6o#Q8|EKDl2Bs$#roor%Nt!&`Ildvi&McY3;7Z^>BRb zS45N7+n0CqR4y+Zd1mKo7S#FzKOV=g?rs%5p2<=e0-2?6xwL@WpFQi_(WWsx?L1L? zoWSrB5lkZ5+FzimClcLItD{+>f$p7MDWf4B!`+*Ldx#5xMBit_!N2zsf|BqmFd&vY z`NgbGdOu!dt>f1z!O6!IVQ&^lhIGLM@07my^Ydl|+R^oi z{8&Of#60HRj}fDczP#R_N)LCoDhFiAg}5%p0T4gv*O{IfUC@)XLcIQD|Lwy|6#W_5d$+$B zZ#T${_nEg+A8zvwrh3xc*;`&8{~2O-wDs`fIT=8ys;u?6FH5y_w5xUuQAMGvQ<*4` zG*I9ut>}_@1gbctF0VWd3-W}nE|ma@lm2RSz4u%_Z!4&JqZR^ncxaGeUi-p9nunmP zvhh4``&VJYTi)54h01^(e{yYN6BJR%u{ZlXIqzv=p&u;BsE``Z)3HS&60?L+;L~`r zs>1p;xe0@rWI%Djw9itosI>BmI_=r&`Uic~+Mu8q&fYi@>q>yIzN3z@u-2=ybXr^o zg+!3_aS94DQKot9^g$$T`l~y%$*xqh>8rsO`%yA41H+^CWov;uTm3#SyR|&%B+xV2 zoi%HZ@)PC2j?GTf_RWi;g$$OR%eDRRYj)Y6J^bYs;;+}la(py)LOET&>K0CmI|ZgF z8EH080)A0YfZlI_&wU>b)j!CPM=X+A-LQ!@3)Y11;KZQfJf6bw2P^6DU~cAYVSpVo z1uFnM&O{u+Nt>N0+cm~RZ{6d*7qCOQmV}L;%Yg;aM};5G;fb(V*J3C5kos)9K(=z;~xgQ=Pu~GP~T7!d=>^g-k;uI0y&!*yjY(4Yeo|>BJx+G}2cpDzTX`FPnEx}Gb*aZ^@8!79qd9nr2zsLX{(LJ9XKIfMaG3K{ z%x-V4iNihJW-234fN8eh`m~LC#^XNv-_fPYjGPos$SHVX*qjXbWyvHY^?UYWXdNhR z=o$E?wHYKO-(sr(@B-?+O|~6RL_oX6#hOZynjb#2%@7*43nKDrNQJ~+ah%CNrsCw(_}=@a>hkK@1;fVvdK;I- zvO1$1>xKueNGSV|Y>l@z;!SNl=MuA(Hy^r4c7kTwbAHXxd&fqVPb$<)-f_u z8xIqI83&cYA41O=0>?{z&Hx3(J7r7wYrG`?tOAa&kA5>;AwsFDJ5Ipa_Kr%xmChR= z+yE7g#UNwN@#*j9;SqLs<)X)e5u@Moh+l&1)P6gPGfQlp%fY#9m0&YF8w-zK*M=pC zdObZ;cA54W@A}%B>gPi7Wq?nntbM+{I07Bkf17({jT&?d->*uF&&pt8e(Q8%Z~`3!fkeTp zDkbC-vv60O{E|9vJtAppC%L+_IWdzM00G>0qm0))QGo~_>{c0=UK#rstaYi_9RtEW zw@;FRMwe!)kT;50?sZ&=36ai8Q6D;~^WRJO)MHt{LOsJNsP#Jw0~B{pd)3oHp!Hvr z`l|F4qEYW2P=@s#^NVjb8r`GLsE*-eve?cOAn*(MxhQ`-PFpBsj*s$3Yv7IyXO7x~ z!AI3}()o51k@IOJ`t7lFZ74DA69#?{XE!TN2C1f`ITH^t8$$cvzZxP6lYKj$G5^LD zv<}N&>1le+bjxx3g$V*{^)sQP3jK6zwq-PI&mbWP)Sr1ohre1^y2a$6K0!l3@4%&F zvsyzq&O+_Cv>}I>^<`U1(r+5=16MveNI~6(0fK^-)Px_3!bER@V8}IA9xr0jE$y)f zaeU^@+qVEqo~hp==C<(iR{kzsVP+ek$Yb|~e#Vo4zK-xG7H<57u-CFy5;m-vUZ4C+ z6<5?c(OB;o*9RD9SWj60z3Y)CvmKp1b8d_QjN*3Kn3+FGm8OGbM@7vVbO1$$YD{I^ zqWW`%3tWq!8C}w51PVGF@5}acp^AGx`xEV$rKd!tw`dVuM17wq^32Iqt=`sWM3rJI zq19?(4GI$jr$tq-Mz>VuPh}mD+Pm0W*V;b^MK?gcni?+4%5n~gH^G2}a)IC2P+i?P zhW-@e(S=cin?4GWGgZiMm!2n%xQ3_!cSFzpE!(|alWJ8Zl0%-T8eHl;-!L4LkboYb?P-tR(! zCI!?a#t7ovmpXOJW5J_^W5KSpyQC#9wTL_tlbZDIgJ=qAn(bPKkEAuQ1Q>4X}>8k9_x!DPDD(!fr&~Dr1simwm2I()c=Wrt7WZTDIH@YXD&sFcYq_(2^eKIJL_}Y_4VZK$j zapZGL+cWjt?M7C5;Cv;o;*B<>m=^7y{VmUCNk>e zL)+vE^#qDsvGg>vsl9R|^SpuUCe|$e%Q!5#p8$O0bA0xvlff#QNgbep_4uWXg}ewB zI26zC(-60W25s$&P&i#JzBJHF{3HDfX1lK~2T>l#tFHL0{5qG&Sg`JgU=Amb?O9#Z zRAc408uNSFt{h|-TD)0;AD=lLRf<=pv-8~b>FHKgdmQx6XD|5K$!EI?lhFQH=a?Wy ztS#yL8*fY5X3<`2e=I%EO*IfBzBE80`(z}&{0o95n5*`W2PKnR9hA5 ztFPuMFZ4R@EdEA#ZI9ugo$jJ&nB|tLl$E4npVC^OCa4ix_-^SD;2_o!X=OZAyBp86F(aMC-+dD9h9@Xc9agUDxx;egA{lv#($%l?Zf)c)BDe{dxi z&-BIqT=hmxj+Dm{>wKFAW0hG+fqGxyy80YRiUB+uy)ch zhm3e}#1se5@96U#N)Pf+u!SIxXKELCWLFovAA9Bxsd6XF`kmTzuQU?UA@|qBt(2z>{kEHvP*+H&quFT1nqBeK zN)6DT+?~B0;I_E^aqniC67&HDV%e7zuHx6!SCU+plvg6GS#=kFkO86!J0E_+^Bx^i zvvFE0Ack*!8@I@ii^BF3EBrfSpMAdX__zjjhCzWr->5?mp!3gNye=?p_ED4*`dCXi z@DymQwHUz$8ekcaPZ7CbhWvg%kg`%IsvmFH^NtK1tF-V#5%_K3ZQyI*ZF<4e_Gg8B z>D}sbu3});<9(A0G*azQYJ@uY!!XNQl zeDBWVl4?s-Iy$^|f&_#QDa$6d0hl&Q**et^GRxeFz8McHt~!-)vy)OKsWy~M-RH=( zxw{j8w(MggOKXJ>oQ-anC2UWAG`$Ah{#n&fnq(+vmrQI%L~JdIhk@t>w4N4D~_ek@1i^_x)t+A zzEBwmMV;B$+fUuE_;_UqD9JsS@WQM*Et^II%9pxr`EAqvzX(u!+>^$L` zQqOF67Y#Ci?^LtupYU+wd%aoy%XF}&t5HYu{FGIpXsvKVor|JJQx~8(2t3_0Lno2? zQ5viYzRX_xRaT?6qqF%2w?U3^TWGy}41XpDn*LDCK>+*iyfU8oi;M%N80ex>#FvZF zUu4O!InCULtHU9AOf{?H-?bD5m(=QiGO#X~Gj2b#MUZy=F_Z;Y=RPwtjyIBsX8^Sp zbr^J*iw!V|jDSlb?jY;_!!qSXbsGzS`HN&6*?(+oj|Zo{{WUWZy;1DGJ~2B1q|(Gm z9>J>~Jz3{t6o_MU5$|Z8*x6R-O-3eheb2Du-y4vUSTSeIRvkAC2zd)O#CZh9=Ww95 z?R<{$#>!QTlaB{jY$Zq>^R$Gx4&Fh#m%kU_;bo+}Gnvrcd1qIp9pJiDM|1z}_^JEL zejjNuo05#u;BS1H%*n^KcDW6lt>Jf#LRRKjAuezmEdKtj;9acg#!xJ={w;NCF#tSO zel~3rOL$8--1pr9Vbz{kHG7RPsy~k|zEyLzYAs}`b;>iG z2?rbZUD@jm|C}=eI0?x_lb4tIYP%)n`C7%WwrP>%!|#kNj^?P<5U*SJvu}FY!;(KI zL8UsFN3^ox3o(n*z#-Qiw05ZBLqplB1f`uVAhXPpoEj~BFBh*Ei-=Hkw%f+CDy+6& z>wi-Mg~a}M2Wl$i zWa3Bp{U(aoO_+7jE5zuiF?IQ)&yDd{CAXefk=P#w%4N=Pxw^cg7B!JzngzUPQugIp z;yGB~K$N*RHr4${Y@3UP_I}>q!~|gsH<)zhJ;IF+ zy%w)OX#K{g&{hqUoE3avM-e|)xK$4Q(&))g+$vSMVWiD+CZ_b+F|Z>&i%`jwt+zS- zAy1J|G=WEgoI})l$?VoHsyA-2M{F(E<`@h4^6cmdR--yj&{(So1xgf}~1ieX(eIx16S4qA~5>A@6j0FFuF}F-}|x;LlCM8vaq zg$1B)wTxeZIgW^@J3H0J<5D9@RhtsvOK`93Q4jambjMa6aC|(r&j^49 z^H+*Yt^L-1LE*5^=QeUet9-qMwyW6vyv86#+Z8_>9HpaNz8cCA;F)IRT}rwr#T$Ms z-T{OO0YTXyRlpv?rxtav;mXDT#F(*CP?>#R+VE9~nPE6xg%!Kv#nR~5uyUG)sr~rp zjI&^_ZANSI*Ta{XL)e`7vO#0YUk$9Z8$Xb0gdJcNUk9Kk1VzO0w%8=F5WI2n<}`#7F8!kVuajJ*GcW$qlfhbvOergHPdJFa~|B58{tWgC47U zbaTXJ{Jad^0)8vh075SlA@IvzhAz`A*Ba$@@9w0_<%fvtJY)6l!>9!O@m^lKg?>%S z{#<39QCTSmaSRj7l-yE%_4H2=e6ZMi4H($ z_NMv=TH5L9%>hCPsB*n*I z(=B?W(fz&_0ZFI=$pMeNM(-@BeTke5oW^6fk|ZW>Gq7rZVYT`i!gdw`I-Q#)-Om{R zV6nkLsr~rlOT|J?-0le# zQKLA$&nS67_}tRuP6h44p%PX!!}^ST9tX zRmZfE@4t|3Ad*awk2uMV;{}D^c zb$+zP){LF??T#Bre!?`m19=ilzTiiYu+t=0y@I*2Ms{Y|9tJC(5w6y#Lo0sbgquQo z+ACtGgGfJLCiG5gZvg~;kw5r_f$ z+=)T}2?SN}U`|;%qYp4&R|87{C=uV91*kqv-Twwk^-|cWNl8E(pwv1*akV+|LC2H>0#!tWTFnur1OvIUiFL_vi8NWs_(BvR#p2NPJ)x~ z`|!mlea^ackNTnL>2bT6N9I_F6kG@u8`T~0=NzFi*ncEG+OZXU)nW$9r6oUd7h-Z) z_?0$@4kQ>77{~O777`B`rm!)hEUh^35~Z?K=uTuYCMa)eZux8m)_T#$@E~`3(N@o! zbo~_T^WxpCvTR=25dD~F z7IjIkjtd4UT8#A##zgTtl%%A9?hky9fYuH$g@5+sln&gyI$agunK_6LKNje9DT_B@ zC+IU0H26_&@~1((-eBUYTq8xX$=9fOP?SQ|qr@%=uP1TH_m^%)BR(LADFq5R7qiBA zm(*Sa+{V;8ezRaS^hH=bt_vBYzIcws1pzOG;1gB&hSEAwWV zg4nljMc1C;5WM^G=FZN}KY!RD7N8;yC`100y_g7}z`J4)d!Hf9C`uX0`WgaJl@LUd zqF&5a_YNg#lHwzDoTx{_3j*2=+sJ(0TuBxJgg33ZA7HDagh?TyWh9P#IR*(lBDTvf zormRfMnEA9`~npYLqp*8baJo}%aZEZB~@+(zO%Ra17HsWn!8ka-2NAQo-p`W-}_Z< zrYPkS3*+%$X0tZY9=dpYx)mga)YW&5E8Q6hn+BV!@G3g)zb_$2H-f-FH1RxoV9|t< zWD9&BY&WUIw-1cT)l7um%TSXv&eA!M^aq!c%BjO-AsE`e6EcaO+YEd@EM+0uUy_#fIvm#G`gH%tt@@)t1ODUwb6M^ zw(?9Q)0MxDVv)HIDd66N)qOF|D7&-umFwdJu)o@;2ji5XR_a8vU5JnZFJc`3$jC?_ zcv@JmVkN(Js{Q8G)<-#TN7#f;vp^g?IakzEgwZexM~>rzc| z^LtHBc<9HJY%%E2@W|%@G(%CLrVpWrPfLy|ZM>O)0a1gLI^=3aNoxz{$jp%DSYi8V zC*_l{XOKYg{UUGe(I!A57PaiF+(Kfg`|f5ja_^=Hr=qxMf`id>=|j`^>&%Frf@%Yl zc3`r1kM|qplc5G){Cy&*0b&RTQgJ|@<70PO%Zx$ZQi`X~_%`@~HF^!u&WwIbJ8S-j zwgpTMxwI%@!-J#taq5{?(KSvw_XXF^?A=i2K`GqzNovZw*VotAU>{_g@`pz?Iouqa zb%F}CW4^yeDQNzgqLam9sInAl?lM)_C+!PXjD>-ll=pklIz1=Ak} z7k#c0*W1g`uMu~j@YOry2||!O(ZsIU(hLR@Q=18aZi1} z(UYTlaWF~d3>*l8RMsRICyX9XB6ou%oLv^-vkv?EY0mvOvl<*zi*GdCYO`PuHRvpI z{M7i+g?~j|f|^MZtI-IRL@lG#W+;y+7wJ%SY|$_1#|8lsqoPc34mnMf^{8d2RwV$n zOenrsD`iDaQmronMQn9A-dIm?A28XY@TKL$J-h(Qy6LSa2Krsvo;<%jYD%<~?>x z*yvD0;Gr^5lE(-iL8lc%XBo<+peWSdX)Gn#jOOnG$pAI@^Tmv)kuZs;f@drHb(KbJ z+t@UZ6XQGyw)2N!;Mat6VLVR^Kn5}TBXAmJtdX`u|1B*S;9w#&$XKuQGavkTb$F4b*hpw z9cD!&EWL_4zsTn)c~kIEke=8#0(hu8xmuZ+NM8FQF9g;yf9;Y=RNTz>AendV%|{D4 zHqVr0lI&I+Zh9%%2WHERBi_BBDVGmMO$NCStrjdKKbNto&cV@@0}<7*X|&lmJExrk9yq6S zUQPUyu_Hr6?7-sLgQf1cEh1LBu|h!nfo3z##(scNAm#+-ALn0gz9W)r2ArJ%>r#&M z+v}${WDxg7f>ed3yGS^;BBhduHFeTq$~bOKp=y;+75YGu?ft@Uf^%FfpmK0+!{aH) zH)b(z1l~NsKi}LO_#+Ju!mpbP2|)xjCl;y`dl;+OTZ2iCHv03DA^z~&&*{i{hQ&c8 zy&8=494YwQkKKK*OS6OuJf!=G9>CF7u{UdaD?U(^<79HLHNFhCcHg+IzaXLX5e=mB zgZRN@Y#7`Iud)S~S*zwpU3a=fZ1QoD<&wzh=pxjCBt8Tpdg{A}y0Y6`Fv15l#?tBI zIi?hIsO-r%^ry{O?Xn;v3=ma zm4GskXS0flw_E^FoFliUSg9;EOCDw5k_IenxGg8Y46G5a8UdH5lpf)g$rpa!iXCOr zqqcEaNv2|wj2xolZ1*d*E4MB?Hr=|!4Rib2+Ak$mR(%g$YH8UN_pL)w4|y{w4lP#I zt}8imXy7YJU5`_GI3Ly9eNv}3Ac6Q#Wx--XMoQ-04W#@h#~oJQpMhRt{w0adLTbfY zFOxT8n{*g<@JjK-s6z4S?5t+xBRT!1)76Dio8lTAHqXJW_u>kv5U{4P;F3N3wbtZ# zzU{MGJlzLKj|DkVYt%Y(6yfcF3Di*Xum+=0X@oJ=;F4^~NKJ z2aI@jp{To$3yp_9a~IH0eHX7>;SkE37TkUjD&@>Z;&Sk_i9V0p4!J0`ly|pF)ag1J zy-o(l`zfw20Z6SDN8%-K;>2kW{GeEW)@d-U+IKwByVa%kQsZ`Xt?*q_iQ8fiz!-;o z-`j3*zc7E*%pAjdiV8M?&xefz1uZKBd|!hCH2n?r?x%(T#gi3EtX17q%L4}sPUhXU zFVcN?je^B_bw<;s-n>fMnOi=Fw)&R!80&VwOC^WHs}K7He&KsEqnvL0msnD|-icXm z`-xLGAJg|C=v`^wJ6!5k@yYd3ErKi7*vAexn>;tP^-G!2$Yk?0$j*AQ+|=ED+Lru0 z5;zVw5D(A|neMp@H?eu#4CfIWv67D!K7!hqV+=f19$!$gDe^J-&E%AI$JMa>Vf@}f z$e`VBNbz7q`@3dYK6?~uIi0z_c6*Jqi4?8lZJf;T-aNZijQC%F_%Liq^K*X27FwTh zX<^RvmPL5(oyHk^0V69tyfDALEbqEP*8GV#S=ZL-WqH;479U`xL!xpk>Fe1p)S@== zL`wcZ!VIQg#1#*;3?lxc%hPJH{W`H4_)-Gakc%8hczKagIm0SUkq(YRRZ2(Re=;hh zLi$7NX3dzF)?V0vLmS#6`sZ)t%o88EMW9mg-s$@x{r7`YR0QXdPM<0?;p0HsQl<3KARH1&;8sH#;v z7V#;hAabrATv7Z}f8XJG|I43m(4q!S+@=LheuQci=qe=gl+&%kT)8$!->Oa9GxV16 zW!@}u)wGig-oGU-e{21~m(UmRx-g8vNto)s!3s2X2~XdTpq$oh2kdw@>kw}cR*gb9 z@8U}^jbtR~%-sgOEq?CN7Yh5>bg7rCb$QkyQp7<6Rs+t@;V8Ru{vAX8j=0*~5SvJ!a|HWGdEd46ggp4zvoODw|7EsxpgR14ESacjfA*UsGX= zP?m>Mlt=r=-k~>o(|3!cl9BW{?h{9tW5pM56~@@xoSE?*Bz_?|2G(|DHRUeNx}GBq}$k5&HnpdJTV*BKWzQ*wFfS6v)dw_Zm+8)N_CH$ztc$; zSjFVllTxwRdIWGyU=a>70=3eRC#elt@5B0an`_~}uEQRnNliSh+Y4?ie= z20>qQ!n43|7*4?;`l$W)X94aQ@-m|?FNrGgq57jj9`n{f!eR=jV!%p`naa5VC>UzG zwhMtadRT#s)Ine}g2+_zK_st$=Gy8_K7~ZqS9Ri?_LQ5pzgDtV$K6d&M;Y+_7e7c> zrvtAV-dF+k-qfD3YbwN_1yF@*ADNM0diPkfSNt2k^o9|tdG_=a{sv*hQPia^_qUD- zr9zUGBre`czf2wVNvegqw=Cm0ew$gUexD$so*$E7fD$qg-W^m7)Evh>4H5wV2BscJ zLSG`D$nT1c{)r%EOOJ6bzsU@0Ro#J)(2^faJa$1uclXabBzR?@bNU#49UB5{xh z*5OF^9SS!KJ3BiI3k#sZzxq`i+H?^OF1o;3#dLQzBR)1vV^W4QvBYS`jHWgS79JOO zQQAlL+|rbb0gfv_mSMm`Z*u=0?KUP_EZdI|C(-l(mnljd0w{GqUrzr@8CL1QRabMf zcLKz-?UQCBGf@aoOf$Im*GdrHn89W|QqbZ8l81aFpZ2)P6IU{G4r~y8XeOQ@J*tnvj z*2Tq5@p=M&(^qD{RENl>nbuxp8maV`1t_-fG^}yb?;n5I=!0dLC#R(I<)Sd&RyLx` zGST4k^!T$d;)S&o6RJOYxAmFmnKcGB2Zvg zsNd- zK-^aPyNKc~&;e$GND?7**zxnK=Cs7)W?dTHGz07n~YX7h%@P>EKXkG&OZQt^28To-DgxD#*U4=vXn zyZMMCC9tT`jfv%jdH7B~fUHeyr|Ql{-`th#F$4XBU~>bc;niDlB85H|`;H5(3rvb~ zrQ`&o`!kOcg1FEK9vb*Ao3-Z}jgKth*-?-%gq&$&?a1IUE1;qqC)Fekfp!5RH=F7Z zeGsVjq*3S};Iy^1mDUN2jn=F@7x`7O5e|H?@xBGEgZ2z!Y-4Qg(1m7OiB0x{In?~Q zrp3D4l;-(qJ^y|<+r3=e6x!(oT6C_ZE|ZjctAKV|Zr5W)(eC(qSMW{mLu-<1lgc(1 zN0q%!?5!O4)je0#RdNe~@`--6LFNm=&hQC)UHS*56Wg7g zlI&hAm)o(W1D;P2fAl*p9&Yq|h6a7HDcAtKYIC1-9C3lcw4wzA)w-hbXZg|g{pg3h z#{L_KrDD&lI1wxeXcOk%H0dDOcjD)Iy5?zp*q=HY>Sv@82RmoD=(0qGU*?lfc4F@~ zZ8dqP>$5&*D4^7}pI0%fOk+7FpDK)*p3G3zabUn*D!!Q+%_9b8)+Kef3&b%vp@q?q@L(qg#foP@P*{$G6(QqJ>%72~WJm48hg;4LMNNbT zp(O!aXy%xpi)?zcprGCEDPu04v=r}(%$WFj@A-3Ztbf%v{@VhhK`%@?%Sicw*IBAp zLyb9tohgF^9`&6HPueLZ{o<~2`43^1t3Z>u`OmD}##DHA@OQ{QC5PLk=EO6aLxqH_ zDK00&8^qZiFWa7+01*bw#4xc=1=OlSInx)HJDqJBL>(-!_)Cly{ zK+L?LJPF#T^CyF{!S3$d`NSL?JD|~J`MtE}V2>2{@y{t%3pX%6N877;bv>_5ucv*U zbqcTS!0JAsVw{7p0pF9ELQoN1VI}VtzI+1g(v0e}46m6XKw&i`RX%!H(}Ic*OgVZ} zF_6fSoa3|hvHKh97dN_i_svc^ZhrD8KO}?Tw~)L82`jGq{0kGPUaI%KN^>6wir}Iy zfrEp+d^f`(xr9!?_UZ&~tQ=sZhm7Rx9BczwdZxUQzP`SV4O_2KL|E8Lf2gi7Vz|OI z$K-b>i5d6t;R46#s%P_#%Bt~`h!oQ6M3933LHaRI26B6r82kk(QeDqh3Us3H#Vf&e0!?v2Ny-upNITA1&xUyx4R!RU4W8e_! z_(WQu8Cd+|uZVB@5>E9au0t@9pYShr)SP%)Gsv}4C#5G=$}h zGIWPT;ts&yOYdrt_~Y&T6R%B?)P+cY_ONfW^uTeEMUBWV%21?J_%aK`{q_bV%!Kpv z67TiP-!_L4xGj80gCg_CIko!gL~&XxVxdh3(bM}mG3ea}a*Kse_Y-OUb2>d*|3eHK zC*0nr(SWyobpe3zVG=OHtp6l%a($c9WTSDMh9o>c2tK6-6${89@Idz~(f^`2V9!vb zV`qlZukH8hB=0s_#0ww-cmT*dK5o!@6#|?;!CKhHYHG5Y>R8+;l1%F3J)Jg7FLg1s zy*Ns@zOGc(QTb<*fa_gnWKFo^RF*kU=G{Y!O*IT-xOqsdJm`x8z^Djdi(hvsII?jx zI5-H*@yz9K2Bw7f_gwY4cln|qt}bwL64QdMT|NE{#D>vN;Cqjx-nSZd%hzjBkGDvE*ZxJ3|U| zQT;(KIG)F%i^E@D10#pEi$C`UU13na|j7a4`TPRP}_vCs?}6?GoR+enC@vI=|*PZ%CaW9t7y103W=uQFtQJY5VeahGk&2 zR36296OOE&&_AGj@Yb>}&r+xGO9YoAl^+{5)LiUOYj5>~pQ^`xEB9lEhCB{FBc&$! zpZ_j1dSUvr%N_z|;Kc&$7D=E4er%lE;#xYAD>1TWn>@M5rARMqLnWHz1}v+9Ph2~H zD;%!ZCx3Qb%jc5CKE;V4!88T>*>}rC#f#f~)V$(; zWT-1@tdU~K)Lfx}AAN11fE(xYvJTlE#Ji+~{ePpViztUDHrQxDS97{(WlaO=o$-(a zGqH4y=%GrO_8CeQISMVH@1#joAsu4C10T;vSfzRq@?zoR@JK)jG7|Ses;(9s0k5P_i6C)FNh+*gP?6U% zQ=JRCA+rn|(x$^nM{D#V~E7=rrhf*aKjwz1np zprW4e?^9B|RiEswiN(lqoFfFYBaRqOzD_&%|Dmnyv>x#q%XB-jwS}<_CAw95Z%Qfu zGw-UtOxDB)YrLoEr#V%T=uu;{g~+PI-!1%$&@$F&z!pfYeaEl6@LPov_fUZa#=rmg zL2p+0vUK}NY`7_uS~PB5qSm|&r~2Qya>SVSkGJjjEh?u{4lkL_=$`s_p5FiInL-%z z9WKM+P!ak_;g&7K4dXL-`Spbge;4_;kNWQ~3HwdI z!$LofO!euE=Xq=WJG<)5I&s2)DuYhwi+1m#i+!VJ_c`*E%+{qxA_(A>G7mX{gS%a@ zKW>@{Rjjj-^YyHnj_KdmDptY(`f28=bmy^*Nx5#=F%bK9719)%V}iWwpU9ApTW#Fm z&>BZ9K1Kd@3+H4!I9IUd?^01HzyVhAC{$j%R5>a0Or<_r(f=)$XzIFQV7o$gxCZ~vQ4thVd> zIs3w7%iy%3_=YBjwJEDAG{8U!$KQd!P?r(uV+IzqD*7~mvF_Gr_WRJMEPk+N3G45IPgbxJ?N<@i$a9j zdg0tbhl)aHoR;XoS0LBWKaUlW!aD$8O6n1;A)jxD@4=@b`Kd_G$KOwgm%)V4Wg7`~ z^AamneZZTh>Y0+N{0pLi5h6KpQdxAYeSIun;7h&ZmJkT~dJGv@`v1NFy0?atLrZH< zja$_%sXf%$+Ig&Xicx`q{6Fu#^WelhhYr4?4eiH(KvAF&+OOT<bIUSjxU*VWn9aWzT}{t-bULI^lH9PiXV+vzR?w?TSc_ODj#)hW@D=hR~Ml ztaSZ5)QYZ?-y5%DhcC{!A>!@LD*yXP+|tym&i%uM^~yi*$V~mF%U}HOXQDBtJLF_s zp4Hb1N*3vVa7gU zD|BdDAzzJ^?8_1j72KA;%hmr4A@Wmo)4l-THFV|`=+ipRe}D2tXHogMyzKig-3Ly* z&0(-f;qNFaBL6Mr`>n@QYj%i&Sp^n|ub``SU3b)fk4?S)q)9ZsH_HC$l%Kv1Era~u zD=+wAtxd_e-X%H?jUP z{{h=fRZLHh60*!P!1MS`gAQ{>bs&?@2EhdhjbbLnRS=bNY{fA zVitQAKg$n>=KMokeH>vb9F>+^?-j!S3qew!To2G*%Bh;&&64@j4JQcGe?FdYzeLOW zH}wBUFIB0>>ta`;u}{BLi6^EX>JawBuzgI{T+}h^-|e~y)@RdoufcdGm@v4QgwxkBro>A2BTn^y8;0t#E0x@}!KjX7KBhGcpTog&WYP)(PJ@46 z1kHr!$%;jvlTL(UH$6b5AcLHCJ$PiI@kM`6Ae^6@)X`EX&Hj1yTdpiwDWNs~%}`Un zf-OsR6hJ@)TScLO=&kGJ`aW*aOPyGycEN7=5&(is{BY$+j6=Ip4pz&9|BF$- zs2YalQj+b2^0%7f(?Z$%-=(;F6epm#d1ZWF20M0N_eD%qL~_!+wn966DHNN<4+4YO zz1RBRTgz`Ah*~2C4SMX`d5IehNyP@IA7Dj4`6ssvR`uNvT@(^M7$H*+Q?M)s9*e;;o;Apg4-cP1mLQUrc;-o_84Q zCli7u=3Na7#bps^$TRydC|fdt5YoKfWghC|NA-7-MT$tB$R~n)9nkwxPSTZ9PFDty>ZZn6MYN0@CUiN zfA_kxJG)u|VAsfq4qUTFOpk*b#uZsikuyah;gr?aOUTxaZuop0KE4za8Hn8Kx5qUR z1si79v$!t-Z=O3*HcJV#T>)GWsU{?00BlKTlnz^9lkq<5Z$x6~)J|ew4SL2OYWcqH7p6s#T z(RrdV9$5c6J2Eg{Hb|rPDR*_vUgoLQ?O-_beq3aoU}|bI86~9`_z{(Ze`g`#b<7a5BinK8 zy=SuCv5j=lHZd;IR>^Zj}BSAX2+^}6osb&cosysnGOsJkaNHnw9P zZJmr=1NR2(5x`1`i73Gwsgb8c&X`{N)cs85BE%%>c8hMaE*O4iy8Iji)(|So3#v$2 zB(+tIAU;$GKSq(;9q$m>qt}Mk3}Y9UA_Y&-AWd8D&63ON?d!`5g8!e5J6l;_UteB6 zz8v69mGEC#T*Kf%+Yn;$5il`|WY^0=XO3qmcv;TK61{M9Yg@#QJFrj_rjV-gZ z(Ep{}lEi3jV?E#T>(}g5eoO9tif$u-S7uuJT~+iWd9u^h^a}MY2FVG`m_4lowH&DV zwDHOk-VUN@=~p46l@M`J!Q|gP`-kb_q2ff^kU=W#+wGW!|BKQ;IWhHfGs2(B-~RQ4GwlT7Fitj zwAI~UPBR_^C^0i6>YE4UhqwRPJP2TW%wyQiJ7hOqgo(Oy z@N!L6!cubbE@QA(6&`DG%-`gTq`Z%Om6BbyQT;-veV`DVV$6*f~(WzOj-1ROq8QwqJjH55D9XryD*6Yx}CH z%-)g_Kp^OwR5z%D_?yJC5t2nm`^&?9luM6!yRceMcm1cqTLFyrtjhmjp_(mnKUk0A z78Njxv}T=Vz`iRo#tzw`G+aL}tZHT#gVvCa^tLoHZ^tb4x4U9V$_lIQobm1N1vt~y zYsr6m+u1!az;)|^>2KA;))++(yb&wa_;OYE_1P2n<^IBr_A2OEAhJ$O-zkFlyTx)5 z==)Nxm;IvYKCY%VB2-&}fj9@PUx7k;Q2uS!RrVe5HwOC_svzCSkIwDv=IM%t?FNaX zG5STLNa#l1Ck&VHQmBraa?jmvgR0u|Pt6Wbee%_7mq3~aXv<)nTKrbd=hCxHnsNTB ztU~lF3?YQ#L3o|{lBZ#v`9AmFDyR*t%}Pn>dw995pXkJPw1TxVxj!YY*^z4;)?1Tx zlJ0i2CoTT?Q8+BJgcO6UsiNPjOj2LBuxAgFx58TUhf+2ENq?4-@wDEo(4-tFi_Gmd zOy)%t^UQNT(5cN0-l7*dns{2`*E+4BiTQ@o6We11Ou{JvOP-KvhN|hPo3m0n9=k}) zEz6!nPT>;_Kfnf8Rj}VoKEH@aC0NSRvpIQ!x|-AZ6n48MfZyZ>4bHECPrUQduf+&) zQt{?eZ_0IlS$Z8S(2A^_)3#B~)A06kDbRCH_dcjvD#cS&D?YyQ-bSh*CO^}lw4H;B z_w(%37OYFp$>uEAY>7vRwnGOQcPNVJ?7}Y z-EZ4-|L?u_Hz(Ak09a(5#6DuY=WN7dFu&D*FY)laU(J88HzLP6S)n9VnU#hRKLnSh z^^#l5u^Z`ux76p5s@XzghVVpq-gh-9w(yQm)+`$BVW7z$?cOU+-Da=TcwSU)uw#Ut zXQZbG8=`k7>eDN|;Y?KrVJbOUYsv5)Ilj+~i!={I95N^BJ)FBa<`DcCWaS#8nAhn_ zU+MUQ`2QY?>%m!{-(Dh<=kesm&X?PQWF11v@^MO}!qFxV-Z0=1z1N3|vB>g)p*%R5 z%$F8TDmLQO1w8Wzr}i&P{H=R-t@-~_ow~%`X5~O^JJ|VaXD1TzGch&|-LLsZuShqo z$sJT!$GXk8eXqKkHe)R0F)q=6=RKJxX&&DA{;ZaEDat99AG2pSCMoT=v!+)6fWAB4 z0~^vO2waajRIZw6sJASUac*|?we=p=RN1LAZ+X%z;5yJtW+>?LAe*4z_MAdq%n1{Q36+9jD0_^VNHeH2U8yHnpgVeWGLS+uK>o3}m^NXX6 zS57*LT-6Vp{%{^^es0_2JFdTqY0`(UqDVm;pt363;&&lwrH98-bshNR=XTZ20j}yr zCeI|6V?}_C0>3^(H!GyLX!@8LFCEZh>?ROs$Bt1K&8M`YW(h!`13;jHLMr5122imF zj~>hrmLMD$KWvhSGn+7o;jQBA1$fDFsIxh*yRumNm8B@Y^|<`Wh|+V;uiQJ$i^xj~ z?Kt@px0J(fUR>{|ZH+cPAeaK_PeICo$Up6G$_*BV?`}c2ediJ?$k%IUPE~A`X?@OSRS27&bNB)hBCw{!`*Aa=NYklSDdb%3`lynD~J;@)QPiA@Oz$}kXvU?c*-s=Dh-zqG7?z>iD_nQ>a2!SBr zdOSu|(8r@nRE5ySc;(2?DDsWr&mZ(vh`21mIE&6Anlkwn-B2tHeNG{`;*T?LGfPl3 zW1I?beldqIAp}Kxov5F3vfo@JK}U6PSVlR~Jzp|X7f6g-K(Cyvue9Zz|7t7K=`8JV zFc_)eoOHvkoK#SlH&zFkp|44^JX3XPP2Gr)i{ZoP5B2J1#!)KUV9vRRW^1_vl2jbjNR07Wb1 zt$7Hy=8vi(ZDfwxcOnP&T3dOGtg68tD^O@KHqL1O&NW#y?G47x2pQCD9R`y7FXsT$ z0KRDd#T1hux!6HI*!}JZ@gjFeFTX9F^lAskdl0vcQKZx2b$Il37DAD*lMpgj*wxmx z=2b13jIvud92lXCO^T?prmePK%_*V}%dt%^q7>(RSYhC$!V;w}^q^Snzm68yu3`iw zUdb&QyuXL87|d>oQTLZ^$>A3i$(YE6B1J|_;ovy*kF?LZ53px@#SF&wm>-V}c0@k9 z3pxAsZ0Ivp@8zU--|Ogg1?hCbJGqy`#bGx-@a-P5yGm)7O?+y8+;Cc#NWvN~h;@tS z4oeS52H6&TJjL!S%x`e3VBiJ=BMEfNTV+qAXi=s)x3ycd^9~%=D>i9py-HVw}FG>CP)*LSS%``ZFlTp(K$KuZI3>e^j8!o#43KF!)9wcE+?Bt}w zQ>`6V*ec6dk+C9Qy}i7erT%F(S)FaQ9=E1iOQ8Y_)>;?2%9Tw0rKFLSXJ2yVZuQ$r zQ3!Y`{XD|YZOR;bDl271k*8M#ofz|5r#pAIaBj1hnPjgExs!LzP_@E7U;l&

)5{PVv6C|&R~ zLZEfert)mUlKg5KiTSvYZ1V=oP^qQ-yLwEIzW^zLtw{v!xUP9ijP<9%Rthg{pEPer zE`-^KI2GOYtRE0s&)9!YP*d(9|7jBCu#zO?PKg^*u6wkhhxGFXZrrA({z55FBZU{y zaP+Hh$yofp2r~aUa(3g+mX?6q)&^e9X1(}rL2gaVL9Z1}hwG#g@nq$kO4pO~40xT# z{_mT2!5BAiYZaMKwf04Och@lQqC|_gHf`XWb}F!qp1%w=gH8jzL9c~WFcDeS^@=Wh zAHxU_=`lzTf=Oy-2pA+6Nc2_WzSIUVkuKN=Xe?8enUt{W4e^ar7fWF=e=BbO0|!u&oM!aS7JH zJ589m`C?)aZRVsr3zFrcF=W4w=&+maWf^|h&zp%;mj&z?B$GjnIg`3`+ zK-6*wpoPh%jvY}+)#h{xRW(F&e8L=w2x1xAZVvOJ@>i${Xcy0$b-6sR-SxpMu!vAa zx$DOz^PjN?lVC_(BEfbYihRA=TOV$jZ@zl)a3i1;UqIT^)8y{foY=a^-GJ-JB6YgSgj`R3X|5rTDf#KWRBOi z7^VD-44+-^^McFO*RF9-P)*eqd0U;ix=&PB2&cVlDg0utn=@nCXYO~0rRnC}cy_0& z)Yy(4CSPkqF0Wd>pmuvTqT%YYBfu3o4tAH8{PUSej%hu7`rnFu95-Em`c0N3L4xj^ zApcsdDz~ZWsY|_>GWJz4e1;3T?!$TaO}*B=^hthMnWkRCEx@-0dv8Fx2%1iFtQYq@ zTMu$9?ioqDEpn+vNuN0#9%#l@&e4V~ilxuJj%`n4RUSf%FBu%)>Ng;SJPKL1QzGBD zyu~2ydHlBzR&)h(YQRoG58U>K4g{S;bJM+7@ba-g00dx#h1<+OOiRPnY^f=_GN(p(n3|K_tY0|UvHN{BLsml0b6bg% zUtGmqot@vU8UBpD@b~vuRBSySapq-`66TL*TJAZvZDt;{`;Rh;#!OlLfjx|An2%rh zY_N<;{d&ri4~6_T;9i14JP?$4Ok9mvyi}YwNC+kL2f9=oTS6&jU=JAp9`1Ox;q_|z>3fGFxbmgh&>l2VF{NgzK9xP#$Se~53$SvfdQEq@va zzr{3B?_0wOZn8zGt*NOAYzu8xi~*V`5+CJ?5c_~AZqMo4A2V}a1Isg!N1!nSw7T44l-_N(om(4nDbI-m zRapowb4dv<#mf7y2BpR_oWP-e<62m2gx)Ifg+dqecw5*hD3R zEjp?UFnFHyW|fu!$SGPsY$|s#x9j1?0^x*Ha~L^Ldf?5dl$z550|Vv5V{4CX4l7em zuNn?FrNoN38pzMLYB$lSn!acqQQ5EbkUlc$ULTxUyx!oiEuUX{KTW6YNdE2i)Db#a zD3J77Vtr7>kJ8wXeL>;V2TZK^tSa-WC=1?PUZNlU02+4(`OGzxb~p zUDS=#bj6$XN9kq$i z`)C|U#B*FGy3=2OO!?uzo(l7sCM!5sCG@wdnVyKDiFViqbJF98gri^~y=pHvt%STJ zT-jvYmMSJ*F=tj3O_o;COmnLozQ z6bLDxgvj^anCjSWL#QRb_J!!977@AS$AqDBNDXUtNz-VQ`wuSj(X^_1;P+r%VUA89mE>9P6D3 z7YSd#<<-fFlnZH1>$-jCJKzkVILRc?!LRBCrmh)u&}N7DeeEHWCEU>$m`14@S7|-D zr?V3wOEX58m0{uHLPh8Tw>hc|{Dcfj2^ezNYU(`R@SZ%eJuc{t(^T2iq_zpZ6#gWk z;9t;c7`>H{z7eUgpV!*JK%$u0IOX&t1+LpwrPY4`9{5wVPk7CwYPZS|!1 z>4XAUJVcDY)E@EOkDY^!FRwg0>WiaZ4Z0Mbk*L>lkw0K?-pUx&|7FR$xR;I5Hjksn z%A|~BbLJC$aYNM~%OtNI3y@OcW(I12^=P_igO;-wy_yu!3V=2Kw<4nG`Jm;imRdZu z#6u^%tlyS&!hU;$oG>RdyN4mtZ<@#;Qif|n0sS8-;16&0K|Y;MuXM)$>e3hc5|)k& zuRK3ie2mXC;ZbUdmmSsL8s1I>$qFfe{h+UL-7-CFU)AT#Jyr>zI9;i&KOmP@rj!#i z3!%_WBeGf8%(y1$!*_FbMo_@t4C zxZlYS#k_c!stM(|_zipaTY#*^%FDwgUM1eFBAVi~{N~Y7YnL5}nTy-Q%l2_XK?^9Ff# zI(CT^U*j#JYzjG8!loN)QI^84RgRw-SoW<$n`g8*h5gnpF;l}Yi2CRdLrRaeZU=na zFsgT>+*ak=r+V?=laF*p!|P!x_{eann_)p7k5=3Vlr|KZ)1v;3k#T{YirwyNGTO2+vp>t2>8SH)xGlt5EtbVZ>&*GjAC(S?sU3sBE~|w2!L>o5y%F4`%;pSCz@^j}2MZ)K z9v@e|?k^7KT>@ZM5TMct`aiX+>b&(We+pWJoHLW%)9WxvXGg+N29>Swi5d|{9VogV zp5HtPY@OhTKc;;G`G5rQq^k7e0eK_D{%PL~(1e^aS>kK2E8WNu2*$E{i{ zmrDeZ6X^6G{_XLlxPyv79XI=+H>HZVv6?aBK`HCMyO9kEapnYri0(k3L}s0cS*E%J zItYW910>_Fmrd=b-7S9yzvcF-GW9?w+VQu1=Z#7KDMU|=RtUeQ-Y*XN^a`sPOHZo8 zi(@pQ;<-W2Thauo5z|jbXkoTQbN9g;dP*{0F8)QIpl_BivP<2t$FToyF#a*!nQjWk+RF3F z&e#cYKM~8s_GvK_UI=v~yJ$$y=Ly3#?IsCvtQ*;*9>1E=S43z;y>3DaRe{xD%6vA2 zmyzDpV?!dKa$>-#sD_^Q+tT&&tG^LLvT$>nlm;1eru>$gczrw>0ycApmqt@~ZE~he zPEK-R;QniMevs)XI{d`2?W8acvgT>&4v!`J28tg$j6l4(?R^6?6{y&K^1GJQhz(gJ zu&MkegNO%ICDnJhAthgpq1PYFW4PN^#xnew4Y=#xMMg_urIyJ9C&kR(Y_6Rto}1XU)3CI{NN^% zl|V_&*!n@#Tf!FcJrQTY7BREb{+GU1UKW?q7Jg=a(hI|A`74!GBuzxmk ztBNN8UoPOa^>zTOs9VAMp$PU`m+laUg7c0{ybh<%bD5qXxMXD=ETA)G@4vU`FcF8W z1+RVmi!{As8T_13o zgF>NXoEOv@_MV|lfg`d^;5e72E!g=Nj;j(~At~a1oKEBoLRs5L!xS+`Ttyl9EJr%5dD5bVtIMW_nk z>$N;o!!&U51UeA$eC=B%W+as33er)&T1~0pZn&9>hn%kd?Wlxo&rU*ppF+487HQFv?%FltHkMsK$>Icwu$GCQ-Kub%988 z*JX8m`k$!r=<3m{Ch<8^v4^0f{cSo(FoV^2c-(Q}bR%#ExCy4%R+WL@x#9KffcOj| ztTb2`?;{LR22m=Gl|y`ym|z)+GsyzH0b|UQsAGz2iuL(Hpu&xs@;hsf9=qB%u9I{; zyBzmvD;&-ga!^pVJ}w+p&&=aTSlM1ST%N!$2mDKbhpPp0_Lw6){T0tuImf9^T#nBy zOK1)lg=D2p;cca(3WUBp4?evVV~{>?ipcu30}S@hZ|@uwz}WppA$BBwHoj$o(9j=1 zair@ZjoQ!cp2qpU94Wxh4=V2>ZUqxH0K4a=ASK-Su@M^DexWFsG!A8C!+up#P4m(o z``HZ=2(MC0c{7+Sp8^d|Hwy)G6y1$SmKq-ta!$L}%z&2ctuz5QXeIQKWN~?^5De2c z;8{9Kg4dzPs7pRjfb|Dtm703rm3unt{K25ew(z$1cYqBJk^VHk)NSeK@^k=GS6?b( zqOL#)VNusn3u%hyq7}XY|DNx85*i&xp3`GM1Bez)CJwCj-(PgJ4i0MZBt{lmpP#1G z*x2~|o|feRzAx8+6SQ?2GS&$Cm_MK)WxGQJ{0zmZ7`mpWrpNH_`N5f`8%#xL@RZf; zxvl!GK_LobG9B|^4Gxb+%R`sK{K6gcpV>))O&WRSvwrDc&ELQ*1!$G%8g}9ngPzF< z-%uxp2G41=#{;*b(`pZLGdfcIx(QR@j##wJlPz>~Fldsb2G6Ug9t8a;=1c19!X}PD zFj9*R-~3hieCKC{uZ5mtIfteCM?9pYxdYZumC1aiv(%S|OU;g$y3XUK#(`~7w}#|q zQaO%8NBp!>ndoR`1iz4nH)DTeA8b505A7tE7So~LZyig1(oF-=T71SwSaByS^e3xj z4i#C2a1F{;+wQScYR`KCUAOF>C2%%myQX2sLf$YS8DAY=FL+ME+}q3Ta(1C~u<^~c zfUMiVFrKU3Gp5Pvv+2+-$4EidfMM1Efg4|cZ!P_JMD$7S_{l@GbfvGR_vY&J!~VNZ zYWkL9HvG@m;6j7{_%w0zTPh8Us4S^17Vk|;CU7KnfL!DMp7?(Wke`QyFNpl%M_x(} z&xl^%5)(8D%gjmo`7tY=YW%apHq^TC zSvytm#BLTgxu*RzOnv($N&mRJX%PC<@g~-fYq7??;#la5)tD0hvbw1UWb+D|r)|=M zJ3wK_!nX9|0c||~(OGBLnm!6{)3HD@qNL;Sm%-PIl9Cd9v%r_T!J?f9APV{a-0}nj zQGA~Mr;SZi5EEdtdwVD%|NNTS2G=Tcwe?sYXR6xj_k0u%MJ}n$eV>DGISGN>INzFl z6QTygjYdlIOeIg~MFsJwclfmSt-;p0yu3V7qseM#C4(>c4)}D9uT@9Vlei}8M17|f zFRlfY=Rw~L_(@H3E5FhR#zZQUQiIm`I_ zK8T0Te5X4VD!o`#(s#FyAW`CJsa(@uN1ybA2;2XpdEokB>!h3!3`SI3+_P3@@7dKh z$Z>6L&+)UUz|A@+QG98a3EFf+&UIZN}A-Bm$L-9e88+Pm+k0HSay>$NQ=MZfZ19jqMVA?i#l?O4H0oRvaKM5yqJsiiYWnR!-EOnd~bx z=?k`sJMWu0p&5|#n8TxFKT0tIvP{IT>DjZLo~tu#q)Bo5R4(g3RQ}noY2?;@2}*lH zVd0P)*$e^fHy1ojLIy?DHHjB!qLMUp`>kw95A4?r=<_;^(y+2f?C|8p-S&K-`!wNc z-_W`3nYT(tMfuAj&hB-emC5F$tHTS*YjKNv)>JpoY@h5mdbbLip>jS)d@(^#{vxCp z3xg8*_-W|$(9r171|{`xpS<@L+8y2eHuuAJ4&|K41MC1PeBZ;ap`sY&bcp83KkGcpnf`0`Lq_jvU0I2=d?AJswS-8byr}d+6Bfn0dPuxm@+x z`7gG2)sWwb_}!jt^BY)w?wX%9xw(o^aYWsI_FU3hXj}Boy{0eJlfPZF$|0$r!W8VG z@?62U2PhIa9!6&|>d%geR`l>9!WE0m1!zg(Q5(Ub-ZOL)ZzhZx?-xf_W`tp&2GO~n-qc?*wz@ra zm1cOm@XToXe062Q_VLCUrRbK4hZztT9MuC4oR0igDJW@NePwkR?1#N;FI@8@hr|Av zxZtJmq6#4l=2(SzG8rAzk6U&3PC>RSS+M-D!*!oqY zPzcaUzkG1qY7w~Gr@*6&g&jH5j_tIXoz20$7y@KcX{-sVWXu6ZYl&vrJa?%Cy3>h zAxVDTZLK6y<>u`q1-|J>lt|rBjrioKkl)$lu&GC4hxs^Xr5>ZCo1G2l25LCn-Grt2 zb5$xG-Jg9RE=MSJ@>BBD%inW5z@A~nA@-%(=*zmDu{?+Q4KbEM$rPjjUjKs%ZXxxD zUj#TxzilT8XqmB&4%J@vCmg_R0lE~eGJcRq6plJZ%cY&P{)3b|tv!nZ9F z(G@6&*RN)yZ^g{~<#W_AY4gvh%qeQP?c`DWVKgH*;`8{woxZ-;TOL{*tVOBCKZh?h zwiYMGB)J>Vy0Drbvz^=spp)WWUduyRK#)-C?x&aEii_2tNnM7jmc{-{CY&_e|Nh|< zdd!dky%)keB&Critf24@aAf7!p&hq`7B5X;>LzRA=O=?r{q`lmkJJxehSqo0RI)v3 zAPN(GwfW<%Pi`MZzpg z+DR!Xsmb!u=m>oR89I-v!50~uzdSH}818_tct?cjVHSDK6ehh74GMJHBnjwk;oO-YKQ7reImQA*S}-AnhW zmzM`?i%2Ukx13dc#2?d!J;??^ett(lcjdy6G#oWt<#rzmUmatnJm!$x(XLJE(Q3)~ z!Z&7aIncA;gf>w$(zqHnQ~YxAxl2o`dypmTY_@S&bO_?ZrLbM5oS%<-jCnxYjob{t z4Vz3#^7FawMS^I>XR+fR4l`4OB1Bf^a!Q-I0DQ;!4ZHRHerw?7njiDh1%=~EW8P@l z<_Nt`wj$Hh@&BMn9Cb&JyB-umhK!?P|--4_|d*bk^)>v^vx$DwURk`wi_*P^wYlh?E2bssuWVAt0Ssul;)wlCY z<_dFFAx(8$aZxvQewr>kQ(gVvl;x{;G=tNPwCcDakZf5ZJ}7Nm5E09hf$v(WbPaEr zNDGKCn-ghIy1S>?mG8@>bS%KrX=_*Gr$JABV<29il@N%*X2$A7@aV>W##hn{jESz;1M&|LXngacJ`nKwNwB*#O{yfc3~n z`tGi-H-npWpM-H-MwzBi{H&7O^nKelN3wu5#^trm-dX} ze6_2@yEQzluCGa1;-f(*&(}?uEo)VA@ruY?i-H+ov}8@lCKYS_oZH(e73Tg`(#NJp zVJ8}%Sz5I90**_Q+0OFWI`HxI^rWL*Nzkq!%SRKXkX@?V$Kfz!fNmCVo;-4!OyA{L1;*?XL9HAScH_TFR z%Ms!9W(tD`(P$~hNu|JMu=L{z_^5AlM{OTB219X?P77U$sD$=IxjZL(E0^8N{pI5c z;KNr;`9V1IET&^cEq~O=C-$|&-`1??>qjWq-dw}}0q!HHoMG6AF>ITcZK&8o*WxRn z5p`pdYeAO*Q$l3&gn*kHbqB)yoVUC9HIybBHvqy170*r;Y)Zo7UmI1GbEB1eiydQ} zm71lDV~%WFcNJT=qEyH0t{g13cZcUXR*YC;ZeMOw_NHXK>L1?o^lZ)HJzyKl z{zR8y4GjhiW%H=de-?Cj8{+i}nu*k*RifPrL}r7I9N8ah1{ah$H#iqK3k@pj@+Vve z)6-HIbX26+V`3)6WqdY9e@`IME^u41#iO2-F{YzRncHJ{iS{1FW7xRb%A9&?U|_&# z>1_1(d__dt)s}ZFC9I2HVyOP7*+6A9%r8TTtV!Gqp#iPqR-hBI+TPXYDE#3n23lm1 zA(T)eO+AhUP9#EGnWzhqRnZT%ZeTU*A}d}We=oWDj~-P#S>@|@JUZN!r^N}HF=}UP z^7BbBJu=QVaW)=!?_}%RQv8aS71dk)?ptuBk`UBPvfKJmmRVL74{QQqOKvi4u~k8co% zR#Hfz_w$7J{5{YIr72!gV|~v0qm8lfnTxmWFvu@R2>?#AmN*(f&wlN}UPMF$u$}LY zM?+_9Cka3T^004oe5Br@xmq~2><_EU?2BWKn5$s{?vvwMJF*Z86-WS&_8PXLVNEC1 z76Z~t|2ZyRCTVdGH$EBdYs`jbGJ~To(1Do>o8qMNDy=O+{_C=+F4MdbdFmZG=})u&oWV+i=gE}J$&j14AvjiKP}{Bws&RN5>hJ)(joP8j zj3j|3hQC(kjREh)2IarQc0;afkJ;0fV!Su$|MXYgv&thi!y5sknKF~3RB)Kh_rj41 z;U=1e$T++A{D0r=kaovX8uH# z3NEzPDWf;;))>WL12SWW5bu+XI$y0PJa=aSJDl8`qu$K9HmfM7tj^P#SL~wd4gvH> z{u;usw!Z%O{s7%K^#rQAF$q)wyiQEuu<%ILTWZVq?9j6VV%7F|kto2==cRbysrq!& z{`&s@e!CYs`1)r`kP2cDWi>VL+eT0Bff`}<>^QI+Qf;ol!vY8eGxWPZMgSV0I1=?* zfx`^(MD>R^`#Zg0TlN7Vqt%fTnAw;yleqiw{B)LlIH>Lcv<+q;=>N2en*900*yvmw zmPdUg?DgpW+9$$x_`akK#xJw1)r-0J6nyBZ7d3x#5>n4Ici6LU-V>Q8a74 z--KRw9`#Hre-rIeG6WB_xEOt)lq18{3pOLnVD(?KE%sZepuXHYiU9%Md|?vULdwJ> z4Pi%8=i8G-KF+zVJ6?#weTM}W1eF|l8|u*ez%GM-;FoGSeU=iAi(qL%-lbhPEP;mO zA?^5UIaq#E7}&y+6dFG_9FhC4P#?Km?f6T5fg(Z1n=oNyrxRN|K>VX-SNm`XR_VTF zbk0NsbS>iLqdSp*KDW(-J&JQX9*^z-Oa_!S4hOSInlbhM`#z3t>HOMrqK3$d{>h6e zgf?}Lcy6koJfFNn^K^m`-I^_cGl(Gl&DlxHIa-{cyuGwHVsQ;<)YZfRjEPQ~@|;Ee zE<5)!Hk9()wp#qVl9l4l^eC?Fe>gIz&@Ar6c!;DNs9H*n%J`J~SBWh9U;N<)`hXGn z$JO9IO}EqiVkt_XrIyv0HJ*bkgY_yLUVCZU69%@$Zh4v?Np98djo(Tdi^-11CCh|C zwh)?fME|K75r$!%R#rwn@e$O4!yIjpo?4yJL47Nu`q;{%K1;*|+C286h21>L^8zmK zz)~etWlcCh0qVvbk|Jm*fcWyXpwN?A?l0bP=WX4?iKikdew04a5Naridg&5%J9)0< zl#Ht*tM=G+m{6d!ot~b)xoHmpWS7J}%5b$?(y8gT1>~pPZ8TX*I=+HzVwAOXll>Ha z8RO%$WA%9#ohH&LHA3Rzw9yJG13s$v!NyO3UV?aA|ICZKfhgxjuR4$I*jrt809P_f z2V#|enTStC@Y72$9OD&7ZcYx*LhF=dy63i4PF|MCv|wG@RO-N=d5cs*UNlnZ0a+Ht zD^8O<(o%55fQLF-AtUbQ9>~oMcrdqZy=t}7Zb=_oPM!Zz?^Ptbg$U@MuKFK_=(jdWkoS(mTuqG}oA_nrKB6K%*x!H2 z5gz93?~5%`!`F4W#Ig&LM?nHZJEu&{b5j&qTJO7&KvsBxr_-O*^v35=N2ysWWZM7y ztQZrH+esnIfeqfZ){{;?YoCtEtn%KAj8L-Id66cS!?J=e}yspShj8 z`w`gMSnrQn*P1eP#}*iN+TiOy)}jq+S+Ak&@2CJ@?zJj%8jEU)6vJWm1yYh?pCz2# z;w!4_%-W9D*H>S;=_cT$;sPscXX%%9{$0#n!g*n6f*|6#=}q6E>o0f|lsSuvicCvA zKv^d|Z#^d_LB01eh@m{%$Wm{&+^|e&Lb3n?3%!J1SW(nbhIm8rVc6ZsKVY<*gZwrK zrcb%!9PmQ|G=9wT01X=HKZvN2*J%N?2IAGt>*wcupKKwJgwRN@;q%!39U$~vQRo4X z&zp+9>B>Ye$7g@r4E zzEWT#6YVnO&AlTT33nE6SZhL+xkDQb@_b%6DqUVO8JChmb{JL7>t8VN~{1wgjZ z_R1d<>N0DM;YM(QTrvM3E8rcW91+B-wSv*oKI^GenZxnCNuHg%yL&ML!+w1O?Vcoy zNR5@w&`2!BVDD7d_wQCk^)u`LaBXY|12TVGIt)z1Y@64{FzKqX1wn=rlYE|vPkzG8 zQdr64I3NKasVFN^PfFr7tbOXXx7n=wq*B8u^BSUeX8H6oqag&!xh&5(*9Pz+_X|ybVO{3o79dpfB`1!v5glc*5%9_y@>X8{0q+BCrF2T;y zzFtVM#^KQPK13VpjioS!q*DV(sHR3zitqTcEin8K`n_f6Y^O;SJ9T4dGT+O%A0OX$ z3RLxc29odYPLzg{6^v`6+}A2ujsawI%&qAFB@F0~nbYR%_Q})86We0!L3AvDnLgLH zrz6rj*(m?)Z^RyTm?FUO^~3nYAL<2i1{dG=aebahN-Qn^rGL0q+TzvR?7|wTN}2Fg z&FW1|w#|b;y5ZzNswtpnI_l1k3OBrWBd-6>a(Ps#Ep`6?)7Q)!*|_>2^^S0_ z>C?;k4WztwUToSA_9x3SFN#-l(4>o~Ts+vYm04!$Bqc5ST~obx;!~=-4)Dg-WMvNa z!j{U7D&$Y826c{cw2XwGC>3$x2Q{*5!6-7Js?~0Z4E}qbLZ_@ii~OBL@Qk@vA*2HV zb7DhU6%>zDmR@+h+ucth;o5wf;DmlEA;F0p28G6CeB=$l?I~K*wgW_Qb{!_k6t2V$ zu31jLYxGw2js8SZ(-xEX8d=`kR3hjHeS8gEV^ZbdYLd^d2Ph6Ige6ff<4ImFY<0gj zS8w45gF#6k!<{dY8HN)(abKdWVPj;ahaxJIZYwy#zy%y>g)^> ze$r`mmEQWftX0oAUf=poTaw&J{ne`p@_=knaN)4XH9<%<4KPR1@%^hJDuQXMGRf(l z7k>&rg=JEuQhWvChDqAznerkyQ91XE5Ux(w&pjCj5OYf>Cjlv!6Dv?{iK!rCY50Z+ z!ga@g4>`Xr2MrtgEU5Vrpf-!$!#icoE1iu{YgaWjHGsKQXZnNBPN?=!gdNGKGg7Jf zV>t62vLFs?Stx?u3((#QS4)@nUY3;v5WpV)QH1R+3Ko zc4|6m-^E@B9Ic*(o0PfT4AT6=8kPbrgcP~BnJiS_Ah_jCNkSg-hFytXqD!rt zq!z{VPG~EkYSOXh9BbhARH^I>i7+r-l!C)zR~%QNp^kWwex6wLK~pdjnX-xs_foLx z^&4E=Fv|C4_g<+9KlRNqpe9R6C4qc3aA4d%BU&=x3Vto`kYT<#ISH^u`NZO*+-{y8 z@8+N;6Sg?CH~ciwXhY;iE&>+^8L!dqh=57Tm4J6pI@wt;aJW{T)3yY?37PZh&gq3x z!?8O#6!LC+<~5Mxeg@V^=w=-m}>WR2tXZmqvBb^GY(c+ z25NSegjYoT?6*^C!>kI(>xauG9kn>qK=9O2Xcw;m{L}3EuSvsKEMlzB@z@LVy{i}% zi7&0(E;am2NA8VZtEC@)@ju^7xy9|aXY$*weQa&)cyi_Vh0mbBzA&5cvE4Y*x6t{D zgu&*(yV-5_|4i15eEwj?1@ux6O->lPvdAF6jm~I~zG-(wWNUq6DNiNAvJoldGB~%Z z0U02d;MRS$sbrrL*nkAbm&_2{0PRL`ezAwo1uOuo;$d~=&cC#jO{rw@lr|nzoVuc- zBBSEQINeg}ZDu;zJR7I67+Wa6RGH8JKefHzaH920kSQlDEpeA+*Xw5H``= zM$iS(24Rj1HVikOH3$niJxrrDV4K*~eUhM>8?InqTb-XTvYd;!BZugRa_LxOT;uye z91@e!W$v7qFthOBS{%~yPLDyA+kDkvu{Q!o^P?;G?IxPXAs$Rk;tR?YrVjRmn}X2* zs@4}N2Q_??_bxssE;ZPvZk;Ga2Ma0?2H+!~<*jOoQ+yv*5Lh0ls36#yTXrrYqXeJI1kaDl0;)DYChVuCqR*a z)PKX0ey9+Mpa5)t6fG$sB!GiVCvV^3enP9ob*uoGWk{kuK*VCYuSC+VhY`_$(y&m0 znH}sb2z98q89o3}azLS%77p_Q{#$7#tz)5oMd;~CU4Cyj39w-F!W39{-pjZvs$-a*Hg3Q z%d{4;JrEseAHbG|57+<~?}^U3Eu}k2Xb{TDh$j)`B-BP*US-xgyQ0Z-@__Lb7=XX6 zYRnSJq)ELSJ5eqAlT;)a3qetM&6*$eX@WAjqJHw~gz}G@jEH*VCI5m-r)TFx1*oak=#|zXoJJ{VUo6(fa24ivep~% zqjUj~8+i4A{S1cITk8MM6?xH_ADJAsyWh(BSVr>yn!B>Nrmr*_Ds2%PO|3XFNHOCO z5|)et4hU5+v`htx5&}_32$aSY*+OYS%}8ifoXX;lA!R8MbRZ%yiLxYwu!}%}CRk|b z4-yHhRxm6I$QCkR(s`M;KK4H3=|0@t<@=xSob%ml1+NpsDj~3=9P9aor~G}SGvqUQ zOJOy{DUH~%n%lqf$s!&*1@;PX`8Uw!AkSt*=(IZXj$uDvCS|~O)0Y?LxGgO zlHb*}qrOC&SZ<7z#pGc+eve{j_}bjK^H(Rh-f_q@oEQFcbFX`U8m+rjc9cb84<2$D zTnKYQFMxlvRTeWyZCN5ENfpUzAh7mid~|;+pnMR72*d%wruyAED@t*r`_{k?%gsDf z>7bc_7#v*m)3Izz5gDtODv3A+9)HB1&>m; zVISGIeNBFdp3dBXyY|385(qsOI9)-zo8vH5strz~dlbKxvx{{%qZa6h23kDfp+Sl` zv$>ye+}+(ABXf`9?QW(dcrRxStd}O`BgXcLa&tX5J3JpH;0#oT92itEIhtR41JShh zQld$XnP16@6QAI=vA!p>+qbjY(5QRKc}LQQ#_XnLBFLzML~epFn0F|JVfa)1KQfA> z9>BRwt@Tmk)t4xIeYJ*&$$IO`3B<>^T+iuKU>UZ>;hLfb^m6@6Iotc6yB}llrK2rL z0-jc?*(}kc5yg>T8r;XIOK;(DxSjjmPCM*1iO?5o^}kYI$A@b$=IbEo5s-?b79i>E z)gY7$L*}&R0!@6Ur0U&p3HVV#$Xk_jAh)ii+Rmwq6dI`xoWr$S?JX;2o& zLB5B5p_B%N9Fxsi>xMbcuKNJPt1a33^H|ULs_+VMY0qKmxC?J{;k6cM+=bGw0eHR8 z)avS6WURjQp%DzDE#d6lNV5Ppn@kg-g1_z1ZLg!Hq{IsU?$e?e4-x2CT1u?#korNC zUlT3SPI8P<>A>r4*p&Bh2AQhkDTzNP(gk$`p%pVsY-S+AG|Gi$?VsEg{zQB-x`2T{ zcEJUZ8B#=sl`)B^=+Qa+cI3{j8{7N4=3T=_)-4$qFT!YKw_CelG+1Q2>A}q1y|>*P ze9{h)2$A30DR@qFSgTpP?%?cMcg3f99swMe30dz~O4rscy9;kuARMd&Z}>U0LhXfC z-Hz1#J_Od!i56)gBHUH@M<6fri{C^fD0PKx@PH4B)Zg+FguYxd5HoQ5yk4G@1gBp- zkXrIwDvI;y4Zgi6u-9@P7ydNl`Y&d8u0EJiB#i59z)&2?9z-1B-;q$5+P6?R z;DjuRUUi5DkNP#N+q29-b3|wi=kPLJfbfbwFq(PZBAfrG*NnlK!Shrnz7)r{_)?V?iGM!u5{v zPpjQ7&Tn<*EViz;SG?*d6;-{1jfKhL*J$0cXJw)lGL68tz|U98XTB}_Y|#N~Nd=Eo zr+o;^BBw>-UtaaXXO27)_HhcYGH*oma%9Xm8tFy&3A6M4{>*HRc6OGNo?>)(qe7D* zmx7!wCB+p1QoJhY=5c>!tG<2hh4R}qawn=O)m2TG+<443k-RzG8JLj$Qe zO)QeHynf9IYc@GRne?kW0_9B4#iR0NES&j^j_0ujW0`?n`w_I$A8 zeR@4P(LQ?;`S1L=a&omFvymd{vw)wt?noZ}hwLp+y_O9Ws%y()7Hb1<5GBoo?|>!= zk7g9fiPNqKC{xosu1=m!mpEFgNG5%(liuw1LRV%;9OFGwPdBH&vPa0P;!(q?vE9{A zZfGg{%W0B6NswLe-rnzSXi=nWK4yK0Q=adA&IqkSbJiec*9`wB<=*hW04L|H1Mund zJ7)Qhyrr}0dq`$;*IaFsIqZa=nnoHzV0tFwHj?3D38?rcSCA#QHg2ASnjFtBW+pl& z)J{FIMx<{a_P3&21qE<7-Oc0018{k6|yuSa5Khb7s5>hcL zmC9gfoSW{xXGnG*C-Ely65u%x4Y6A<0m?Dr5IUn14EQy^vo;r`1Xwg>Pos9yc64o= z*}xjcxfnnO)^wqkxJXmrQx^ewV~wLXGsX*&aT}u^8i2u7l(Fws1C0B_bTV!Z?Ej6) oFb|+b8@Pr44g7a?3aQmw^W?-2Ek3Z>hk$nSqks=Zq=;|+3r&d6TmS$7 literal 0 HcmV?d00001 diff --git a/alphafold_mining/af_mining.md b/alphafold_mining/af_mining.md new file mode 100644 index 0000000..f8d8f6e --- /dev/null +++ b/alphafold_mining/af_mining.md @@ -0,0 +1,196 @@ +# Search AlphaFold database for transmembrane cysteines + +This is an example of searching the C elegans proteome for transmembrane proteins that have at least two nearby cysteines. This uses AlphaFold database predicted structures and UniProt annotations to identify transmembrane residues. It searches 19827 UniProt entries for C elegans, finds 5756 with annotated transmembrane regions, and then finds 783 proteins with two cysteines in the transmembrane region closer than 5 Angstroms to each other (SG to SG atom distance). The search takes 36 seconds on a Mac laptop, so it is feasible to try many variations of this kind of structural feature search in a short time. + +## UniProt Data + +In order to make the search fast we download in advance the [UniProt annotations for all C elegans proteins](https://ftp.uniprot.org/pub/databases/uniprot/current_release/knowledgebase/reference_proteomes/Eukaryota/UP000001940/UP000001940_6239.xml.gz) as a single XML file (193 Mbytes). The [C elegans proteome](https://www.uniprot.org/proteomes/UP000001940) is described here + + https://www.uniprot.org/proteomes/UP000001940 + +and the XML file is here + + https://ftp.uniprot.org/pub/databases/uniprot/current_release/knowledgebase/reference_proteomes/Eukaryota/UP000001940/UP000001940_6239.xml.gz + +## AlphaFold database structures + +We also download all of the AlphaFold database structures for C elegans in advance (2.6 Gbytes) described [here](https://alphafold.com/download) + + https://alphafold.com/download + +and the file is [here](https://ftp.ebi.ac.uk/pub/databases/alphafold/latest/UP000001940_6239_CAEEL_v4.tar) + + https://ftp.ebi.ac.uk/pub/databases/alphafold/latest/UP000001940_6239_CAEEL_v4.tar + +We put the structures in a directory called alphafold_models and uncompress them + + mkdir alphafold_models + cd alphafold_models + tar xf ~/Downloads/UP000001940_6239_CAEEL_v4.tar --include '*.cif.gz' + gunzip *.gz + +## Running the search in ChimeraX + +Opening the Python script [cyssearch.py](cyssearch.py) in ChimeraX 1.7 then does the search and prints the results to the log. The script uses standard Python capabilities to read the UniProt annotation XML file, and uses ChimeraX capabilities to read the AlphaFold structures to measure distances between cysteines. + +Use ChimeraX commands to change to the directory with the UniProt XML file, Python script and alphafold_models directory, then open the script in ChimeraX. + + cd ~/af_search + open cyssearch.py + +The following [output](results.txt) is logged listing the UniProt ids with pairs of cysteines and also a short list of structures for which there was no AlphaFold model (too new 2022 or too large >1400 amino acids for AlphaFold database). + + 19827 UniProt entries + 5756 entries with annotated transmembrane regions + 4518 entries with 1 or more transmembrane cysteines + 783 with two cysteines closer than 5A, at least 1 being transmembrane + + O16978 209,260 + O17230 137,210 + O17956 93,97 76,84 + O17960 47,91 + O18083 17,306 99,153 + Q18595 123,468 + Q19061 85,93 + Q65XS8 243,302 + Q9NA41 149,204 + A0A067XG43 63,259 + A4UVM0 150,216 + Q86D06 138,180 + Q8WQB6 37,309 + E5QCI3 177,217 + O16880 634,638 + P34315 17,388 + Q19975 47,55 + Q93655 280,531 + Q966F7 18,189 + Q9GYL0 145,165 + O45767 162,181 33,72 + Q9U3P2 1103,1107 + G5ED82 141,145 254,323 + O16494 97,153 + O45971 54,107 + Q7YWW4 37,41 + Q9GYP2 75,77 72,75 71,83 77,78 71,73 72,78 71,86 73,83 72,77 + ... + + No alphafold model for 44 entries with transmembrane regions: + A0A8S4SQM5 502 + Q9UB28 4450 + A0A8D9MJW7 973 + A0A8D9J776 335 + ... + +## Example structure + +Here is an image of the protein Q9GYP2, an uncharacterized protein with a cluster 11 closely spaced cysteines near transmembrane helices. + + + +## Python script + +Here is the ChimeraX Python script that does the search [cyssearch.py](cyssearch.py) + + # Dengke Ma wants to find all C elegans proteins with pairs of close cysteines in transmembrane regions. + # Can use UniProt to identify transmembrane residues, then use AlphaFold database predicted structures + # to see if there are close cysteines. + + def find_uniprot_transmembrane_cysteines(uniprot_xml_path, namespace = '{http://uniprot.org/uniprot}'): + import xml.etree.ElementTree as ET + tree = ET.parse(uniprot_xml_path) + tm = [] + for child in tree.getroot(): + if child.tag == namespace + 'entry': + rr = transmembrane_residue_ranges(child, namespace) + uniprot_id = child.find(namespace + 'accession').text + seq = child.find(namespace + 'sequence').text + cys_count = ''.join(seq[b-1:e] for b,e in rr).count('C') + tm.append((uniprot_id, cys_count, len(seq), rr)) + return tm + + def transmembrane_residue_ranges(protein_xml_entry, namespace): + ranges = [] + for feature in protein_xml_entry.iter(namespace + 'feature'): + fattrib = feature.attrib + if 'type' in fattrib and fattrib['type'] == 'transmembrane region': + for loc in feature.iter(namespace + 'location'): + b,e = loc.find(namespace + 'begin'), loc.find(namespace + 'end') + if b is not None and e is not None: + if 'position' in b.attrib and 'position' in e.attrib: + r = (int(b.attrib['position']), int(e.attrib['position'])) + ranges.append(r) + return ranges + + def close_cysteines(structure, membrane_residue_ranges, max_distance = 5): + cys_res = [r for r in structure.residues if r.name == 'CYS'] + cys_xyz = [(r.number, r.find_atom('SG').coord) for r in cys_res] + + mb_res_nums = set() + for b,e in membrane_residue_ranges: + for rnum in range(b,e+1): + mb_res_nums.add(rnum) + + mb_cys = [r for r in cys_res if r.number in mb_res_nums] + mb_xyz = [(r.number, r.find_atom('SG').coord) for r in mb_cys] + + close_pairs = set() + from chimerax.geometry import distance + for rnum, xyz in mb_xyz: + for rnum2, xyz2 in cys_xyz: + if rnum2 != rnum and distance(xyz, xyz2) <= max_distance: + pair = (rnum, rnum2) if rnum < rnum2 else (rnum2, rnum) + close_pairs.add(pair) + + return list(close_pairs) + + def check_for_close_cysteines(session, ulist, alphafold_dir, max_distance): + found = [] + missing = [] + for uniprot_id, ncys, seq_len, tm_res_ranges in ulist: + if ncys == 0: + continue + m = alphafold_database_model(session, uniprot_id, alphafold_dir) + if m is None: + missing.append((uniprot_id, seq_len)) + continue + close_pairs = close_cysteines(m, tm_res_ranges, max_distance) + if close_pairs: + found.append((uniprot_id, close_pairs)) + m.delete() + return found, missing + + def alphafold_database_model(session, uniprot_id, alphafold_dir): + filename = f'AF-{uniprot_id}-F1-model_v4.cif' + from os.path import join, exists + path = join(alphafold_dir, filename) + if not exists(path): + return None + from chimerax.mmcif import open_mmcif + s, msg = open_mmcif(session, path) + return s[0] + + uniprot_xml_path = 'UP000001940_6239.xml' + alphafold_dir = 'alphafold_models' + max_distance = 5 + + ulist = find_uniprot_transmembrane_cysteines(uniprot_xml_path) + uclose, missing = check_for_close_cysteines(session, ulist, alphafold_dir, max_distance) + ntm = len([uniprot_id for uniprot_id, ncys, seq_len, tm_res_ranges in ulist if tm_res_ranges]) + ntmc = len([uniprot_id for uniprot_id, ncys, seq_len, tm_res_ranges in ulist if ncys > 0]) + print(f'{len(ulist)} UniProt entries') + print(f'{ntm} entries with annotated transmembrane regions') + print(f'{ntmc} entries with 1 or more transmembrane cysteines') + print(f'{len(uclose)} with two cysteines closer than {max_distance}A, at least 1 being transmembrane') + + entries = [] + for uniprot_id, res_pairs in uclose: + rpairs = ' '.join(f'{r1},{r2}' for r1,r2 in res_pairs) + entries.append(f'{uniprot_id} {rpairs}') + print() + print('\n'.join(entries)) + print() + + me = '\n'.join(f'{uniprot_id} {seq_length}' for uniprot_id, seq_length in missing) + print(f'No alphafold model for {len(missing)} entries with transmembrane regions:\n{me}') + +Tom Goddard, January 19, 2024 diff --git a/alphafold_mining/cyssearch.py b/alphafold_mining/cyssearch.py new file mode 100644 index 0000000..b695015 --- /dev/null +++ b/alphafold_mining/cyssearch.py @@ -0,0 +1,102 @@ +# Dengke Ma wants to find all C elegans proteins with pairs of close cysteines in transmembrane regions. +# Can use UniProt to identify transmembrane residues, then use AlphaFold database predicted structures +# to see if there are close cysteines. + +def find_uniprot_transmembrane_cysteines(uniprot_xml_path, namespace = '{http://uniprot.org/uniprot}'): + import xml.etree.ElementTree as ET + tree = ET.parse(uniprot_xml_path) + tm = [] + for child in tree.getroot(): + if child.tag == namespace + 'entry': + rr = transmembrane_residue_ranges(child, namespace) + uniprot_id = child.find(namespace + 'accession').text + seq = child.find(namespace + 'sequence').text + cys_count = ''.join(seq[b-1:e] for b,e in rr).count('C') + tm.append((uniprot_id, cys_count, len(seq), rr)) + return tm + +def transmembrane_residue_ranges(protein_xml_entry, namespace): + ranges = [] + for feature in protein_xml_entry.iter(namespace + 'feature'): + fattrib = feature.attrib + if 'type' in fattrib and fattrib['type'] == 'transmembrane region': + for loc in feature.iter(namespace + 'location'): + b,e = loc.find(namespace + 'begin'), loc.find(namespace + 'end') + if b is not None and e is not None: + if 'position' in b.attrib and 'position' in e.attrib: + r = (int(b.attrib['position']), int(e.attrib['position'])) + ranges.append(r) + return ranges + +def close_cysteines(structure, membrane_residue_ranges, max_distance = 5): + cys_res = [r for r in structure.residues if r.name == 'CYS'] + cys_xyz = [(r.number, r.find_atom('SG').coord) for r in cys_res] + + mb_res_nums = set() + for b,e in membrane_residue_ranges: + for rnum in range(b,e+1): + mb_res_nums.add(rnum) + + mb_cys = [r for r in cys_res if r.number in mb_res_nums] + mb_xyz = [(r.number, r.find_atom('SG').coord) for r in mb_cys] + + close_pairs = set() + from chimerax.geometry import distance + for rnum, xyz in mb_xyz: + for rnum2, xyz2 in cys_xyz: + if rnum2 != rnum and distance(xyz, xyz2) <= max_distance: + pair = (rnum, rnum2) if rnum < rnum2 else (rnum2, rnum) + close_pairs.add(pair) + + return list(close_pairs) + +def check_for_close_cysteines(session, ulist, alphafold_dir, max_distance): + found = [] + missing = [] + for uniprot_id, ncys, seq_len, tm_res_ranges in ulist: + if ncys == 0: + continue + m = alphafold_database_model(session, uniprot_id, alphafold_dir) + if m is None: + missing.append((uniprot_id, seq_len)) + continue + close_pairs = close_cysteines(m, tm_res_ranges, max_distance) + if close_pairs: + found.append((uniprot_id, close_pairs)) + m.delete() + return found, missing + +def alphafold_database_model(session, uniprot_id, alphafold_dir): + filename = f'AF-{uniprot_id}-F1-model_v4.cif' + from os.path import join, exists + path = join(alphafold_dir, filename) + if not exists(path): + return None + from chimerax.mmcif import open_mmcif + s, msg = open_mmcif(session, path) + return s[0] + +uniprot_xml_path = 'UP000001940_6239.xml' +alphafold_dir = 'alphafold_models' +max_distance = 5 + +ulist = find_uniprot_transmembrane_cysteines(uniprot_xml_path) +uclose, missing = check_for_close_cysteines(session, ulist, alphafold_dir, max_distance) +ntm = len([uniprot_id for uniprot_id, ncys, seq_len, tm_res_ranges in ulist if tm_res_ranges]) +ntmc = len([uniprot_id for uniprot_id, ncys, seq_len, tm_res_ranges in ulist if ncys > 0]) +print(f'{len(ulist)} UniProt entries') +print(f'{ntm} entries with annotated transmembrane regions') +print(f'{ntmc} entries with 1 or more transmembrane cysteines') +print(f'{len(uclose)} with two cysteines closer than {max_distance}A, at least 1 being transmembrane') + +entries = [] +for uniprot_id, res_pairs in uclose: + rpairs = ' '.join(f'{r1},{r2}' for r1,r2 in res_pairs) + entries.append(f'{uniprot_id} {rpairs}') +print() +print('\n'.join(entries)) +print() + +me = '\n'.join(f'{uniprot_id} {seq_length}' for uniprot_id, seq_length in missing) +print(f'No alphafold model for {len(missing)} entries with transmembrane regions:\n{me}') + diff --git a/alphafold_mining/results.txt b/alphafold_mining/results.txt new file mode 100644 index 0000000..5be2fae --- /dev/null +++ b/alphafold_mining/results.txt @@ -0,0 +1,836 @@ +open cyssearch.py, ran in 36 seconds + +19827 UniProt entries +5756 entries with annotated transmembrane regions +4518 entries with 1 or more transmembrane cysteines +783 with two cysteines closer than 5A, at least 1 being transmembrane + +O16978 209,260 +O17230 137,210 +O17956 93,97 76,84 +O17960 47,91 +O18083 17,306 99,153 +Q18595 123,468 +Q19061 85,93 +Q65XS8 243,302 +Q9NA41 149,204 +A0A067XG43 63,259 +A4UVM0 150,216 +Q86D06 138,180 +Q8WQB6 37,309 +E5QCI3 177,217 +O16880 634,638 +P34315 17,388 +Q19975 47,55 +Q93655 280,531 +Q966F7 18,189 +Q9GYL0 145,165 +O45767 162,181 33,72 +Q9U3P2 1103,1107 +G5ED82 141,145 254,323 +O16494 97,153 +O45971 54,107 +Q7YWW4 37,41 +Q9GYP2 75,77 72,75 71,83 77,78 71,73 72,78 71,86 73,83 72,77 +G5EG36 17,56 +O17809 96,148 +O45759 48,112 +P90858 538,590 +Q86B42 102,189 +Q94177 294,431 +Q9XUG7 272,304 +O18689 257,298 +Q17638 14,55 +B2D6M3 46,50 +O61958 50,57 +Q11073 300,360 +Q18177 20,86 86,87 +Q18545 427,428 +Q9TYL7 19,99 +Q18582 87,92 +Q20735 166,202 +Q22937 187,191 +E3CTH4 69,73 +O16697 77,81 +Q22686 403,438 163,193 454,458 403,437 +Q8I108 22,37 22,38 +Q95QL0 167,178 149,293 +G5EFS0 269,320 171,175 +O17844 258,297 +Q23135 20,24 +Q9U539 426,430 48,230 +O16909 31,287 +P91574 159,177 +Q9NEI8 28,169 +Q9U2J1 49,307 +U4PMZ6 50,55 32,50 15,65 +I2HA80 19,64 24,60 19,23 +O02071 119,150 +Q17519 187,229 +Q21788 140,226 +Q22938 291,333 +O16269 15,256 +P90824 149,167 +Q09344 52,93 139,178 +Q19870 685,690 +Q22284 267,290 +Q93340 143,147 +B6VQ87 286,290 +O62311 124,128 +Q22594 17,53 +Q22976 217,386 237,359 +Q23633 22,79 +Q5F4U1 130,208 +Q9N3Y9 420,499 +A0A4V0IJX9 35,154 35,155 +O45990 70,170 +O62362 58,91 +Q19125 149,235 +Q93198 79,83 +Q9N4Z1 96,149 +A0A0K3AYF5 93,462 +A3QMA7 58,308 +O17091 166,182 +O44643 143,162 +Q17975 158,176 +Q18936 61,292 +O45309 144,163 +O45372 50,111 +O16329 142,213 +O16755 211,215 +Q21960 32,176 +Q4PIV7 109,151 +Q9XU36 25,119 +E1B6S1 276,280 +F0IWT0 20,263 +Q23393 55,85 +Q9XWA2 123,230 +G3MTY1 140,232 +Q19607 24,60 +Q20929 354,358 +Q22977 198,199 394,504 +C8JQS5 50,76 +H2KML1 884,911 884,906 725,916 877,911 +O45809 30,34 +Q9N5W5 287,291 +D6RYD5 81,108 +Q17890 44,107 +Q20411 68,289 +Q9BKN9 21,69 +A1EHR5 30,167 187,191 +O16492 97,153 +J7RNM5 41,45 +Q18712 153,173 +A1IMB8 618,691 +H2KYP2 26,970 +H2L039 294,312 +H2L269 12,111 +Q09366 11,268 +Q6BET0 287,346 294,353 +G4S3P8 354,504 +Q9N4W0 71,118 +Q22271 407,472 +O44691 151,189 +Q17903 11,15 +Q19293 168,241 +Q9U362 24,91 +F3Y5R4 78,205 +O17818 52,74 52,70 +O62268 168,184 +O62270 413,501 420,501 413,420 +O76735 60,69 +Q19889 96,150 +Q6F3C9 128,213 +Q95YD7 107,184 +Q9U2H5 85,277 +O17925 99,152 +O45813 596,645 +O62224 117,187 +Q17701 271,582 +Q21714 83,91 +Q22209 51,69 +Q9U2S3 539,561 532,566 400,571 539,566 +Q17478 59,335 +Q19498 132,135 +Q20116 112,116 +O01608 117,208 +P91504 96,150 +Q09213 114,156 +Q19508 45,49 +G5EDU2 338,360 +O17240 62,110 +O17786 34,302 +O61857 63,140 66,134 +Q09502 128,250 +Q22542 50,54 +H2KYR4 105,202 108,202 +O16272 180,184 +Q21008 27,252 +A0A2C9C3K2 260,379 +G5EGP4 630,679 +O44491 59,137 27,266 +Q9N532 260,478 260,475 +A8WFN1 4,12 +Q1ZXT2 76,158 +Q20152 166,185 +Q23087 74,258 +Q9BHL2 34,263 +Q9U3J7 154,159 +O16505 94,150 +P90747 1049,1155 +Q20046 439,464 +Q9XTV7 130,134 +Q21434 320,352 +Q23305 101,182 +Q19992 101,109 36,76 +Q4PIV2 100,118 +Q4W5S0 164,168 +Q9U2J4 52,310 +O17899 51,133 102,148 +O61200 48,66 +Q17760 20,56 +Q21304 111,145 +Q7YTM8 98,102 +Q7YXG6 128,169 103,194 233,285 +Q9U2T7 90,143 +G5EC12 7,285 +O17717 110,163 +O44442 117,187 +P46570 243,283 +A0A0K3AU93 29,33 +A0A0M9JJ71 62,201 +O62033 821,827 +Q17453 200,206 +Q21715 79,87 +Q9U2X4 148,168 +O45474 103,179 131,218 +O45891 38,141 +P91211 76,84 +Q18700 174,179 +D3KFU9 58,62 +Q19473 68,81 81,93 85,93 +Q5CZ37 127,258 +Q9GYM6 113,202 +A0A0K3AXT4 66,299 90,133 +G5ECX0 905,1123 960,1032 +O17030 84,167 +O61897 144,163 +P91297 207,235 +Q22109 81,86 +Q27GU6 129,133 +Q5FC35 321,331 +C7FZU0 322,326 +J7SA46 59,104 +Q18323 211,215 +Q22118 64,76 +Q9U1Z2 20,57 20,238 +Q9XW59 146,226 +O76623 784,790 +Q27GU4 280,314 +Q5DTE7 50,308 +Q95QA2 8,296 +O62051 172,177 +P46572 6,85 +Q7YX40 115,118 +P24888 66,78 65,78 66,76 +P91840 49,345 +Q966A1 116,120 +Q9XUW4 42,80 +G5ED05 143,216 +Q93690 80,141 +Q9UAX3 115,169 +A0A0K3ASB3 114,151 +G5EC09 302,360 +H2KZM1 28,310 +O62192 79,271 +Q21685 152,153 +A0A2K5ATT4 79,86 +G4SNR2 52,125 +H9G2R4 226,264 119,271 +O44196 201,263 +O44533 101,145 276,283 +O44674 61,62 +A0A2I2LDW9 23,255 +P90945 88,92 +Q23481 7,29 +Q6BER8 147,167 +Q9UAX5 17,53 +O16416 127,171 +B1Q258 30,80 +H2KZD1 111,334 +Q19084 395,399 +A0A3B1E8T2 29,67 +Q22410 271,441 +E3CTG4 13,50 +G5EEK9 621,659 +O17358 104,211 +O17663 50,115 +Q17526 114,118 113,278 +U4PMM5 350,353 +Q17970 45,46 +Q7YTN2 187,191 +Q9XVW9 34,37 +O61865 338,443 342,443 +O62254 91,116 +Q8IFX9 7,26 104,195 +G5EGF9 33,287 +O62511 82,86 +Q22225 71,77 +Q22570 264,322 +U4PFA8 132,136 86,109 +O17876 164,182 +Q19468 366,433 +Q20258 108,152 +O18019 102,179 +Q09965 68,94 +Q19563 65,113 47,319 +Q9N5H7 228,271 +Q9TZD5 10,73 +Q9XV42 97,174 +P91489 58,136 +Q10042 154,237 +Q22569 184,188 +Q5F4V5 148,168 +O01323 3,6 +O16471 39,270 64,107 +O76687 177,205 +G4RWX0 87,91 +G5EF94 110,129 +Q21142 126,190 +Q9N519 81,89 77,89 +Q9U3D1 40,44 +B3WFW1 7,70 +O17961 47,91 50,91 206,210 +Q5CCI4 245,272 +O62308 50,115 +Q18398 198,247 +Q19757 49,102 +Q5GMI1 29,55 +A0A0K3ART6 79,132 +A0A3P6PAZ5 28,30 +O45194 28,48 +Q09638 258,293 +Q18593 211,215 +O17089 165,181 +O17831 114,148 144,148 +Q19710 20,89 58,89 20,58 +Q20265 363,381 +O18277 137,179 280,284 +O61959 41,61 +Q19932 310,343 +Q8IFY0 128,169 103,195 +G5EED0 477,481 +O45662 144,163 +S6FWN4 232,688 +O16698 65,69 +Q18818 96,123 123,127 96,127 +Q20961 110,114 +Q9N539 128,136 8,71 71,100 +D1YSH1 11,164 +D7UU25 130,217 +O17819 9,88 +Q03613 103,192 +Q19559 108,112 +Q86GC5 191,222 +Q8IFY1 127,168 +O45165 25,73 +O45238 213,333 +Q17710 23,62 65,91 +Q18375 68,114 +Q20325 113,193 +Q7YXA6 216,247 +Q8I4E4 403,444 182,475 +Q9TXK7 76,124 +Q9U2T2 23,53 +Q22949 411,507 +Q7Z003 153,799 +A0A1X7RBT7 188,192 +O17130 28,294 +P90819 147,165 +Q19026 143,162 +Q58AA2 147,162 +Q7YX65 81,97 +H2FLH4 61,135 +O01545 84,257 +O17354 96,150 +P91160 128,169 +Q20686 55,309 +Q20830 116,120 +Q2MGE8 79,160 47,128 +Q93380 419,529 +Q9N5V7 173,241 +Q9TYV2 160,193 +Q22211 35,47 95,189 92,189 +Q9XUG5 347,513 +O45145 19,201 +Q10935 193,246 +Q19897 245,272 +Q21717 79,87 +Q7YX09 177,221 253,285 253,281 +Q4W521 29,56 +O17125 94,148 +Q20404 277,305 750,857 +Q9NAQ9 87,159 +O17470 129,207 +Q9XWD7 312,360 +Q86D22 228,273 +Q23186 62,67 +Q8ITZ9 160,165 +Q965G4 144,163 +Q9GUC0 97,150 +A0A4V0IMR4 131,142 +P90745 124,214 +P92015 93,97 76,84 +Q19676 171,460 +O17137 144,163 +Q19625 264,367 986,1059 +Q8I4C6 22,87 +Q966G9 149,150 +G5ECB2 512,604 +Q4EVX9 228,283 189,193 +Q52GX7 51,55 +Q93561 108,112 +Q9N482 99,152 +Q9U3D4 291,328 +G5EF54 99,152 +O16330 142,215 149,208 +O16503 106,197 +O17096 148,169 +O17181 180,208 +O18074 44,67 +P91380 128,169 +Q9U2G5 47,119 +G5EC34 394,398 +I7LFE4 309,342 +Q18517 96,131 +Q9NAN9 253,277 +Q9XW19 166,467 +A0A131MBV2 289,323 +G5EGL6 164,180 +O01466 23,59 +Q400M3 129,253 +Q9N4V9 264,321 +B6VQ56 823,827 +Q17959 81,152 84,152 +Q19055 354,395 +Q22669 48,52 +O45660 34,305 +Q19127 367,681 +Q9XTY8 278,287 +G5EE14 742,744 +G5EF08 44,875 +O16244 32,44 +P91384 127,168 127,171 +G5EE77 283,317 +Q20416 98,149 53,68 94,149 +Q6BET3 274,280 +Q9GS10 107,217 +Q8MXJ2 71,75 +O44130 351,412 94,226 +O45773 103,147 +Q21567 396,400 +Q5WRR5 71,88 +X5LV99 390,502 +A3KFD1 78,113 +O76689 346,347 +Q22568 69,72 +Q22576 257,296 +Q9NAG1 223,227 +P34551 19,288 +P91379 128,169 +Q8T5S1 293,311 +O16498 17,253 +P91451 767,773 +Q10917 46,50 +G5EBF9 47,91 206,210 +Q9GZD2 30,69 33,69 +Q20838 45,49 +Q22478 130,152 +O18690 258,297 128,207 +O45520 380,691 231,691 +P91378 128,169 +P91487 87,162 +Q22409 284,454 +Q9GS09 137,210 +Q9GYH8 47,179 +O16576 14,141 +O17660 62,87 +P91348 53,57 +A0A0K3ASC2 377,399 +O01456 99,153 +O16271 186,190 +Q17428 205,253 +A0A486WXM4 121,164 +A0T4F7 69,114 +Q09972 97,235 +Q20656 114,171 114,174 +P91209 76,84 +Q17734 14,61 +Q93533 56,115 +Q9U8C8 85,178 +Q09617 301,428 +Q22806 121,600 117,121 117,600 +A7LPI5 22,75 25,30 22,45 22,51 +G5EC02 598,650 +G5EF74 82,90 78,90 +O17017 144,163 +Q9GPA2 96,194 +Q9N4T9 41,68 +Q9UAY8 97,376 +O16415 48,324 127,171 +O17872 99,152 60,101 +O45838 93,97 +Q19612 33,68 202,207 +Q5WRM9 185,189 +Q9XVW1 290,296 +Q9XWS9 67,106 +G8JZM6 164,405 +O16246 113,210 +P34298 75,261 +P90821 145,164 +Q95ZY4 58,148 +V6CKM5 485,510 +G5EDW2 614,685 702,706 +O45337 86,127 +Q5FC78 34,90 319,323 +Q93840 34,479 +Q95XT6 50,54 +Q4R156 140,151 +Q9XWH7 51,69 +O16336 14,290 10,290 10,14 +O17997 29,298 +O45426 69,72 +P90816 160,178 +O17822 45,49 +O45972 60,101 +Q9N2Z6 428,755 +A0A2C9C337 93,97 +Q9XVZ3 220,251 +G5EDI0 88,307 +O17346 63,67 +P92166 162,166 +Q7YXB0 30,298 +H2KZH1 864,868 328,432 +O01966 824,848 +O62367 258,297 +O17846 258,297 +Q4R106 117,123 +O17842 256,295 +O45915 96,459 +Q19931 1541,1618 +U4PRX8 493,512 +A5Z2T9 236,240 +O17168 148,152 +O18115 202,206 +Q564X0 244,407 +O02241 93,315 +O16341 110,196 84,133 +O76837 30,34 +Q18732 96,149 +Q9N2S9 96,181 +O17926 229,274 +Q9N321 131,423 +Q20963 254,258 +C1P646 46,50 +P92002 17,53 +Q94303 6,175 +Q94305 67,207 +Q9XVM9 78,93 +G5EFQ7 81,89 77,89 +Q22383 101,176 +Q9N500 177,218 +Q9NA73 40,66 62,66 +A0A061ACU2 1246,1273 1246,1278 +A0A2C9C396 99,122 180,259 +G5EGT4 534,540 +O17360 51,119 +O44879 245,250 +Q20444 72,163 259,274 +Q53U87 1230,1234 +Q7KPX1 155,174 +P46567 21,100 +P91994 199,248 +O01635 778,808 +O45808 44,48 +Q21767 97,105 29,79 +Q3LFN0 85,195 +Q86MI7 77,89 +Q9XXR3 280,502 +O18053 82,130 +Q11122 405,477 +Q9GZF9 42,77 41,77 14,246 210,240 +Q9XVG5 28,48 +G5EGQ9 977,993 +Q9U399 210,247 +A0A1T5HUX0 64,90 +D2KT80 64,70 +G5EE13 918,922 324,353 +P91227 765,771 +P91245 189,207 186,207 185,210 189,206 185,189 +Q10936 125,203 +O44453 100,179 +Q9NLD2 54,156 +O44616 50,242 +Q965U1 149,150 +G5EF52 50,115 +Q21402 57,88 +Q6RYS9 551,560 +Q8IFZ2 32,44 89,186 92,186 +Q9N2T0 96,181 +Q17678 176,408 +Q18795 365,369 +G5EC25 181,197 +G5EE39 152,481 +Q18775 116,196 +Q93869 230,280 +A0A0K3AST9 29,271 +H2L0J1 279,298 +O17629 94,100 +Q7YX89 26,78 +Q9XTV1 160,238 +O16474 105,184 +O45832 47,91 +Q5CZ45 216,272 +H2KZ99 260,480 +O44811 81,89 +Q9N5G6 144,163 +Q9XWH6 51,73 +H2KZR1 57,66 82,110 +Q9UAT3 396,447 +A0A131MBP5 7,204 +Q9TXJ9 125,260 +O62081 101,139 +Q7JL16 146,221 80,191 +Q86DC3 71,118 +Q8WTK1 77,239 97,249 89,244 +Q9XX84 48,112 +O16477 282,286 +O18061 48,105 +O61969 31,287 +O16539 70,170 +O61912 128,169 103,194 +O62029 99,184 +P34358 33,319 +P54145 75,146 +P90825 102,133 +Q9XVK3 148,149 +A0A3B1E616 620,814 +A0A486WTG7 169,181 +Q09303 35,61 +Q17498 244,301 +Q20026 610,614 607,611 +Q21784 41,299 +O17010 42,60 62,110 +O17820 14,93 +P34389 346,640 275,838 347,640 +Q9UAQ0 28,275 +Q8I7H8 105,109 +Q94413 129,144 +Q9UAZ9 138,429 +O01927 370,395 +Q17757 59,112 +Q1RS86 818,851 +Q22506 171,200 127,170 +O62030 165,222 112,165 108,112 +Q9N3C7 168,187 +P91382 128,169 +U4PLY8 31,35 +Q8WQF6 150,168 +D3KFS2 52,89 +Q17943 95,148 +Q9U335 101,139 +B3WFZ2 304,547 +P34261 28,226 +Q20249 77,112 +O17800 81,89 77,89 +O44443 216,223 +O45710 60,101 +O62039 54,75 +Q03611 126,293 +Q20908 259,265 +Q95XW0 90,125 89,125 +G5EFG6 177,181 +O01468 86,94 +O62240 114,148 144,148 +O17951 281,461 +O44639 142,161 +P46568 22,99 +Q19027 143,162 +Q23254 108,181 +Q7YX55 40,44 +Q7YZV6 143,147 +Q9N309 495,499 +Q9N556 14,32 +Q9XUK8 233,265 +P90817 114,145 +Q18179 316,319 312,316 +Q19669 13,166 +Q9GYF4 155,156 +O62368 258,297 +P91096 100,176 96,176 96,100 +Q21286 315,317 +A0A0K3AWD3 143,159 +O17138 144,163 +P34272 41,219 +Q18428 13,92 259,262 +Q23156 111,115 +Q9N549 46,111 +G5ECD9 241,245 103,228 +O01451 34,301 +O16906 209,260 260,261 +O17080 105,182 +O18076 23,36 +Q9XTZ4 11,13 +B1Q278 45,67 +O17016 28,272 +Q8MXJ0 7,162 +O45326 104,201 +Q20984 7,163 +O44166 15,249 +O61220 654,731 +Q11186 62,280 55,111 +Q21433 307,339 +Q22113 84,123 +Q9GZC8 559,670 +A0A3B1DV80 109,120 +G5EBQ8 1092,1183 +G5ECZ3 1218,1248 +O44477 9,76 +P90954 23,62 +Q23387 31,92 +Q93896 441,492 101,106 +Q966G6 99,153 +Q9NEU8 87,91 +Q22358 48,112 +Q4PIX1 370,461 +A0A4V0IKT9 36,137 +O01431 27,47 30,37 +O17355 96,150 +P91118 34,302 +O16236 149,150 +O16690 82,95 +Q95Y88 454,484 +G4SDH4 86,196 +O17572 40,70 +P90890 195,521 +Q9U2L5 67,266 +O44607 105,118 +Q7YXU6 145,164 +Q9N5J0 147,166 +Q9XXQ9 281,510 +O17136 144,163 +P91511 95,151 +Q17824 306,339 +H2KYK1 604,622 +O44981 35,105 36,105 +Q18130 158,229 +Q3V5K7 103,107 +Q9N5I6 132,214 +Q9N5X1 81,89 77,89 +G5EEY1 14,19 87,135 +Q19776 48,330 +Q21132 20,24 +Q23059 121,218 +Q23514 351,388 332,390 +C9IY26 72,213 +O02072 145,176 +O17816 201,268 +O62050 127,214 +Q6A587 252,254 +Q95PY1 84,167 +Q9XWT7 302,306 +O16470 70,303 94,137 +Q9TZE1 243,360 +G4RRB3 52,106 +G5EBG5 260,320 +O02308 3,8 +O61938 20,24 +Q19494 117,187 +Q21652 151,450 +Q9U3L8 284,414 284,288 290,356 +G5EGE5 273,280 +O18046 104,213 90,146 +Q95XG8 308,344 +O17615 80,100 +O17987 95,99 77,160 +Q9U2K1 304,308 +Q10934 118,168 +Q23349 213,252 +Q94056 239,562 +G5EDR9 488,564 +O45831 50,91 +Q21838 100,153 +G5ECQ2 244,508 +P30638 350,419 +P41941 197,201 +Q21997 22,60 +Q7JNP8 144,162 +Q8I4F6 312,487 +Q8I7G0 82,129 +Q9GS01 61,80 +G5EEE2 231,263 +O44673 148,149 +Q94295 144,164 +Q9U3P7 7,11 +O01447 25,73 +O45339 97,150 +O45475 127,214 +U3UB87 102,261 +G5EE33 571,580 +O17847 254,293 +O45305 33,301 +O76658 107,216 +Q95Q97 264,323 +Q9U3K1 85,146 +U4PLX3 91,245 +O16951 209,261 +Q10054 36,277 +Q23530 303,307 498,502 +Q9N4Q8 160,165 150,170 +Q20980 35,54 + +No alphafold model for 44 entries with transmembrane regions: +A0A8S4SQM5 502 +Q9UB28 4450 +A0A8D9MJW7 973 +A0A8D9J776 335 +Q9N4M4 8545 +A0A8D9N0B5 151 +A0A7R9SUN4 263 +P90891 2957 +Q9Y0A1 2892 +A0A7R9XLN9 333 +A0A7R9SVA6 222 +A0A8D8EJW4 266 +A0A8D9MZS8 185 +Q19319 4328 +A0A8S0XG47 459 +A0A7I9HS13 345 +A0A7R9XMR0 250 +A0A8S4QC16 625 +P34616 3343 +H2KMM0 912 +A0A8S4SRB2 365 +Q5F4W0 2779 +Q9XV66 3263 +A0A8S5HT27 446 +A0A8D9MTS1 203 +P34576 3767 +A0A4V6M3X3 2893 +A0A8S4QC42 289 +A0A8S4QBE7 168 +A0A8S5I9P8 856 +A0A8S4QBU4 475 +A0A8S4SRX2 653 +A0A7I9IA72 701 +A0A8D6PJU0 853 +A0A8S4QD70 413 +A0A2C9C3E8 5202 +O17575 3118 +A0A8D6P3F2 311 +A0A8S4Q9Q4 122 +A0A8S4QGH6 839 +Q04833 4753 +A0A8S4QCC9 180 +I6Z0I7 2781 +Q09624 3284 diff --git a/index.md b/index.md index a871a72..20cb5d3 100644 --- a/index.md +++ b/index.md @@ -16,6 +16,7 @@ These are examples of [ChimeraX](https://www.cgl.ucsf.edu/chimerax/) command use ## Python Examples + * [Search AlphaFold database for transmembrane proteins](alphafold_mining/af_mining.md). January 19, 2024 * [Measure spots seen in 3D microscopy](spots/spots.md). November 6, 2023 * [Set atom size proportional to bfactor](atomsize/atomsize.md). July 24, 2023 * [Run Python code when mouse hovers over atom](hover/hover.md). July 6, 2023