From 0fcb40b229a3fc627cdc86513560d2c917b39550 Mon Sep 17 00:00:00 2001 From: Laurent Mazare Date: Thu, 1 Aug 2024 22:08:47 +0100 Subject: [PATCH] Revert the bf16 gemm metal changes for now. (#2386) --- candle-core/src/device.rs | 4 +- .../src/libMetalFlashAttention.metallib | Bin 137444 -> 116184 bytes candle-metal-kernels/src/tests.rs | 40 +++++++++--------- 3 files changed, 23 insertions(+), 21 deletions(-) diff --git a/candle-core/src/device.rs b/candle-core/src/device.rs index 91e569372d..45f6554baa 100644 --- a/candle-core/src/device.rs +++ b/candle-core/src/device.rs @@ -173,8 +173,8 @@ impl Device { pub fn supports_bf16(&self) -> bool { match self { - Self::Cuda(_) | Self::Metal(_) => true, - Self::Cpu => false, + Self::Cuda(_) => true, + Self::Metal(_) | Self::Cpu => false, } } diff --git a/candle-metal-kernels/src/libMetalFlashAttention.metallib b/candle-metal-kernels/src/libMetalFlashAttention.metallib index d75db5bb0432a18327e9615ccf22365f3dc726fe..1e2d1acf3dbaf4a94abc7c735fa3a5d6d7f2287f 100644 GIT binary patch literal 116184 zcmeFa3tUvy-Z#GI!ps1}uz?YWt9t+y6mbtA7g5{80HT5pN`;qXhMS;(BOs!AYA)PV ztTD-`>@*af=wyXyhNeApK|)2F%sN=q84ArhT2$omRHy#GwP!X0*?FG#|32^gyzlci zpPBjX{awGk)^FX{UTf{|&d$wBWog+MAH#HB7={g;VZlF!<lx?oWa#t(USr|K0zABTzDo%az zLZknm)=&RDWbwU&K94Q98gyad3v2UlMjl)p_49|@S7c=5N?bwwTHKeua+LsMV{RA+ z9JA9_tr1{$f2ZEcjI3M%=CT$`U!In`3mlL+Jgjs>aYe;MLvHr3&_w;v|0=g>^ds-0 zcfLC3yJ-EJ#?2MAg&lGIilrV-L;74c2waj0>~4k_bH*F80$B*3iH21F+K?}wDLOO5 zT6+(E^1gw4UOw~6`=!ki`Qr6Ncio;1f7Sn7$`0J=E2b)S9^B0kyVB|AOp!N) z&NF1lUN}T4;(@7aYKkj=ojt*YDVy%y|JjtVRiCHbru{Ez`=w63d+%M6hGUDA0XJu5$JH2e zIiV+>21h*T%P)ACn^ z>;HzdY;u*$?W`bdC0#BRbh*r=%VioSAa6Q7GkUw%&`~7x>Hhf z@{80p>inARnqo{E`kzo>OEy<+Q&&MPtAyHITv=SDt|`uUR(n+cuz8xh)^e!ZHPBcT zZmoc}pk_0)22~hq<(;CgxKq>ty;HtXEAzjlc|ctaYVLkZeqx^LiJD3={JNnz{RKX$ z3iBuP06^_>fsl;Q;%&-#umTv^Sv6Kta2hcF2A9B}__TX#k&=0ZD;r8HO@TxudLvygBJ;bUDzH|Aux~7Co{x-5{`ve=V%R|3x55}w^ zpR{{jZV&yC75bqz)G7}~ezM3WjjCyTBwwp(+E&WhCg5*tYf2#bb)|+{0e=U@*FuQM z{=p$IIP}s`@L+pzU%S_6d+_iOnBmnAzL~&`P&>=S-`OLA#ej9{Pzc^qe~Q`cTMlyH`(pXul=+oIDf-B%gMUW#(u*kv$p`rOCKdb;anp zP?Qd;&`&JE*TE89$S2a^>tiue8Kgg<+`}@l*L4!M>WY144?6e8f-zsp=d%&fw}kgq zQZ#B7{lm`tc0}~OLo}=u4cmFcM$s)JI<6qSzahLw?YwK4cZFRvM0sDw+7wA$wgs&m z%BYy%uSja`7t*=T#7AEm ztTpkssQ5c@el47m{3;W_n&9t%12~=N!?lU7*Cx8&0w2bCb&Eiuk9l=#;SunfQ19Y2P%o zd0Q}k6@|P-r%;6GAiy^;dv*s(Y7M7a(v%NPO(uUwCTc)x>`hh1rYS3uIt&ZCEeoJJ z*cJ0zY;!vdDIJ`Jkqe2mOhG{G%Cu&?Ks}JIdFtHiPWLTOh2SL59OjjZVHAA3IDrNk z=3jvrh%u^#)s<<0dk*xyp}k}g))xorF-!|z6@S#XkcfT{=VI{1xGBU5jH7UTXJDhEL%asM zMAWr{4u(Y}2*h7WF|3cx!h+yDHndF=;FD!+ai6icm#bjMVG$)*2DV$9`Hx?wiRJF% z)a2F`EDv#-uGK1_0>o8R6kl9TCG%VBs24@zuc$9X;;$)PLSSp@^Q;qr5|$~MO_g%B zzM}WP`&22L8zpwM4d>~@QP@YI9vuQ1C(s7>37U-%T6!5o0Nq{~}!>O%n(hyAn{XU`_ zM$r)IT}gUFV>_Z0#o;}ui5`%KSk<8=#0cMjC|1<)$?kBDnk{0B?^b$wUPYV+iu|PHf>Wr)N4soRa?{cHeEEdOJ6xe-m8TQ%K+#M!LU~hJ0cPd5DF2^L}Z_h?rF1D4LW2Bc zT`;UjX@*l<%NY-dY11~a2fAYzZ?x&weFmM2S#(t?`i=~@T#|Zm7I(I(Q?f6ZF1Hc;8Zr zDsj^NB6GoOJjP7`CTC9dt}ytt<}?!1+CqUPbZQ zg^}-YuvKZxi2I7Gs$t4!TVbiX3dYepiq&ORF%{~%{G#I8vO*Z1Z!IYS6$XV_qUsuT zWzA%~rnIV9T}0oa|H`Sju4Zdh@t7A#F@IZC8I1jFCOK8BD>UU0np^{dsDL}=a-!C0 zAQ2}cNm)!nLLw1KJCqd98G~YCqq31Qva)b-LX%ey%;}nac9nA!gR&tTam5R zrJJj2CQMaKn5CF7LE)U6aE6MeB{o-7mT5Ml$shvd+Nv^?XoO<+Y$7*RE{FDs`x5-Y zhtyMf;et!SEd>4-0b941z^@3{?I1o9uq_}y7O;mv{8hka@xlfCcs)sk3(_PlL{d4a zCnLiJ^>8fg6|iOCtdQv`qeWn)z_(&>7J_pCs8*1ATo5kkfn%-(LIG741l$3t8c^K` zsuAEE*g|Agl6oR5T)>`Zv%7sFw9V97gbInUfVAPfdPzT7FPHM-glbg_f`f|?oEgxM zN5l!A2{;J-n4Y&m!;9md7qa3M_I|9N?65@lTZIjQN$&)9S%m39NyZ?MXM&P^g3)tL zx*+E_uhPUnP%N*(JWLb62ZFj;A$^%DeM~{&(M{E54~D-~IJ;U_=$Z0#kejq&CE2iw zYRFYK+?&*}_rfa|rtdx6zqhhgJEhWn+5YMyv-dx}?7`}w>7@!!4PU$T$zX>2x}iUH#V0>;Hz2N~z!}<|7RK8w> z{%|@-PY<}0+Xf?^JWU(4Z8kKfw%hdAf_veO6V56hf(L? z{kc*!+NIU;w@1>wR$UXcxTwv}(;T!V9b=_*7+`43-UJvH)tyaU1*LS8|8&5gPW;p!m2T7cxrNxFv%sY_;t6iNbfY$LR{TrlBD9o(B$g| zA47paPS#yB1;`>Bajv0B^pp$w5<&Gimvaq4si37AF-x4#4DW+3Xq0kkm3WJV&0w56 zgum8pDcSw-CK38gx8nfMnu!>P7qngLf}ZDdc|CL*-_=%R9DLM-bKvI3Wr5AmHUSnZ z!o%u?4*qRomli)M00hH|VUTwLq%Wtn6y+NSerN_Ar9~F}P`vWshdxO9z;6UVlvyF5 z2SpKc2Z<(H=7B_?NaTs@gY?m-5v~axC(+$4m%uPIryUJABM~l$z%V=D;5;T79EBYK zI3p2`{9$ZhB*HQ92Ytewf|j(t3qv^bWAF?Y#z+P)103ZyBN-emz65$x+ zJ@aAm4oPnY1o`jbX`t_W7ybVi@CP9Mo`kqV-8qixSN2CxU(rw%4N%qPFy_uL*;)yU zVVf)S$Hv#1s^X%uLYN?rDN91SWz~04Dk?51tAr)7i6Jdc&(3xRGHy*bE|!dqivdf) zvxN9LYBa*0Q=u;0TwN!Niy>o36bKCMYsw1q%PPxi&}oVDu#C2`>Q3bvKcBrb=ii^t z-U}7^KQx~m?3~XY9-Ggu`t^Kv__+D(WaoS~GA%Z&&pDqRj^?w&UGv$Gzxnh{s))W1hFboGoA`FwjoPaytN@xRwyVE_$&V5|Z9by({>I;@D>z8OFpT`V> z`^aXDYY=<@^WYvfL487Vmph+#Nt|OH{$)y-)ROv>+xr5)Pvd{#ay`FUQOGqDsZ)jF z!VES3#Cf;*N+OJyZL<~4ME3X#HL8X;k5%9nNgrjaB4Q<+7bA!pgdX(^XdOWWeZ=qU2>-3t5xQLK z2%o z;d7HaYzv%I_h=4ZF~3U@)B>d!TsdPi`Dzi&z2AiO2+aFySPr1jbPa`cVBWLUwg4vW zVd5QT-N7qZj6f6kaBFbqa(W>E=5wz7_CkPe{$)jqnO?|1D;ndMFwo?`Lp0?07i$px z^sHAa2bM4v!EFC2+X8wm18O47-p|M2X6AclJp$d>VBRAT3yp|bQgKcG_n>*>7TbKZ zCSpSqgD|@Yb9BdaNtX@I>AN5Z2-YdEIt+)!n(uJYHAs`YENxt-(*fqw+Bgfrk}exs z&KO%&DJOPgnF)9!77^53h&|@TO~uag!lJZAoOTKInl29~u27^0!3%0GVfCmCL(WyC zV=SVAAXs?`#Jgym=S>A+o3P9vVHxJH6(vaCV?|T1TTDNL)5F*Ym@$EPpHcHwR*;9W zJncrq79TS^H%M>;x$sq93HTLSM|(_X=Q@N5lBcm~b3i$f#KAeJheB%|Xxuoq*1=8{ z_v#|f#j1(6602i@y2gAurHn>RatTJzGLp}*R%0Rbo2Q8+Q`@n z$$#zIh?i?>*4aB5p=KzO4%b0?bJaek20{lnc8`_@>h1v%HJF6?Z+$EUj z9HAV;;0sGPzEfc7W{pG->oyo#oJorb>9SkL7H3Sxp$V6NpOq0ECKED?Gkuja+YU0 z!c-)%UG7p7bZAEca_F2 zNwgM9<5-T@$_6GBrz?eB6U_5CtKy6=jXnG2>c|s!42X>8oXe|HOW2q*Ta^#+8rp}g zBx3+^S{PY)wgJ+IiGF~%@i9-^m;ohmrk3eb8>N_*fE0FYPfhcjCDq<`_nmvV-Yk7= zH*Y-~Q!rBj7Ti6XlhCYn7Dy;{m?Z4ojTldiqnRNs0x(6y4zJg^SR+061Lu0_%JV!o zNFfSNP$FYw+GAIUXfwuYgpx=gL@&J*%s(K(SSoaeK4jX`tExB-L8mk1HB1p@4hOfw zjw+T0PF(&h{X$heQKu**UW0M9phCb8GviUOa2AWS7zHON%fR4&ZXMy(U|fnlrgQeR zVd+Gjy>(qftO*OE)4T&0Vr&Y0fXu}(Rr9fHmR>$ZTLL~|m~da#!oHv3+|3zPSTw!# zD!&-_py(MImrmv)a}Vf1YSAB9Sbc}zNr4Ul=PsSTdm=fjFt!S!O@~Dl7^tCMKBkSv zqd*JRR*CUztNmCDCT6*3U?o@|$syUwpMT+}E7=W7(bZL2wp$KyNXbjjq0T7%8*+RP z_ZfP>DO-`8Y+Uz7bm zc}+GKs@kMA*>x=Ox6o`(SeK1_%rE`^G*XV|)+@O0>LeErtv-`cu2KpMRQSg}T+5c= zbUD>>Nz$kzl<&nie!D;cb@uo5+yD6bEt=1AF6*Kr*lJF1Jcp^SqT)J)+*y@IXX>IN zSh21~yU`2jrDJu~26`jx*b?~|0Fz@IDt`@E!ZLEHy1az;4K7CK@>B&n{ncb2T3e>~ zs*Y`luiac$lr~{a9c_+x&0#X;ZY|$jxgj3bv8&4JT>IUtCwenBWr!}REvqhrh43*f zzXq*+-yNl$T)~aor$2V>*0Rc)JKOiiV8#j*+<5CXo2$#{>CLjr{0&uQMd* zwS7o7dgB1J9T9Ip0{|bG2E1Vvq|Q3rBhXts!vz_0TL{Tpfc|8KWjhf7NdSBbKnu(* z?gI^8atl!}kA&rVvmg}*$E)Dj298@mTL;G`n;?}0{0lhlvL#I#RD0 zun1Bq0CcdcfU5zG!=N$h9WF?Z)2q7R$|JA=AR`4F`vv+T@R0>8|B|m^lK|`|;4J|B ztU&Jr`m9*Jst>LuLBAJpp&C5112D3ekbDoj28zN3jSB%E0Lwt%BGaoJ;H(1g{sGQn za9#w?5bq<%8N3^T;58_CFt(JC=`p)iz*c(3317v{R-qzV@EU0&Jvnpw$$qvR;G;^r zRcMQrypG@|8m{t;ha!e z<>Ol~U}yB-^`u5qInkM~lBe1Ct{xEDXD7Wgdz{ka7swH7?*+$oeWU-y=RJ>L=|`xo z2NF3Eo)`C{vy;SW>!?R=@gL%Zr@M3(p>Is-rlAFI;ht*zw0_j{y}8N))n3>VkyKtp zayX(jYg;Yhq9Zu3H6U*T7%mD5>?bbhZ~0$TAoShYnXi#&*^l!M1oo>2tbxjM)$0~v zMshdnd!B!Azv^~suyV8NtVOtNb=#TM9nNL_^mTn_*7cJ&*sJYlgbm3Zmf&G)a=+4~ z2(-(i588z3^E>1rrx4U>E8)MT5ygrB*7dP237p(g%IoZ~T~_gpXuF9&f}FlF@*jkS zeNrLw4wBeyaMfj7FaH*D`g_;+tVPJfMdc5fkjfG7kEV?vl~G%eR(}sTow?_fJW|^O zP<>BOvpy3+nWrp~Mg+C?1R3>95VWNHkk%K1-RHYmvaU+xhqW}iYxe=kB5q4de+ zj0!k0I9&#NEBe!3R+;xHGPYB_zC=@Wk=N*XAFOof>z%>*$Fb<5OL`o;L3~Xy5gW zW7n#Ifg2yLyVQ4X@Op;(j!zH3-jS(q#-2CS6`fnbNxpDZ$`B$CcOvczkqn4D%K32L81Jj4rn3Y!zFOFFa$7DDCJG+LdDFQ&SVZS^Ot+qm zX9#yoxfboYhBnwq0{cxkOQ*W_o0w|bom)^iyAg!;n>6o45Nts)T%X$Fg3J~d6dBy= zf_mf@t%TWkqV)<(fPE)eP+B?cJHZl~2Vma`s~kUa1ooW_5C!xtrJ8^}5zzlI`%Ylu z0^>%qd|MUit*nr8Pp{){{vTO)SIFTewZpSfR!)tilGtVX=qEVhiV)VUAhCFnmMo`Q z6*yKzADQ5&l|DKQM>a1*l-5$C*uu5(>QlHJa*#5yC0U8YVz{UWE+3ZkcCm)I9BQvx z7=&k&SehU5&w+gL)>1!Wf^gm$T(6?`aqfY{?813d1dy1GUd=`UTh(o8b0Z@SpMBA| zMo_QjJQtzII<*5sjaU7xs&2KpfsB;eJu$HKFg)VeyP=i}B}wj8nEQ zRt^mxmZ$QH?W|l1!C3&e18iR-;J)5KK^!;xz@p_7aIl3rsP++Z}Q zmI>J^E5?BYFXOTyEf2yRW;m|_5)uEnClIbb?!z@Zw*#dmsrjH+!DW#JN`X|s%UO=B zPzT8|=QbgEhu=oo2h%e@D59vchKE8Si{a;OWH z(!%o^x2_|H%=GcHeQsUyp56l%PgUW0f`@#t6I!q#ko(4wVx_?WzHPz>!4oh2M+33P zQYIRZ@*$*b5hLY;si54LiJJ89)^ z+UKcA`8KVbFQ{bZWz>XopPC=n(rmHy5E89?PV`cJaE4r%s)e*d?ytiRUq5b{k0-Pb zXwOkZq(L943yb{e7i}t$?Jkzf#hEO2YAdUv1iK#h0miiouzkJ0Y!z1}l1|mAMXae+ z>S&gv*LMWgP98R+1r*)VIIJU(MSLN|e0l{G&i!UHS6dzjdx&bDMkC8_;0`qfWZ2?9 zV~(h2HXLFP+{c2wCAq7X&!e|6$mWfWzw?W0VLNJiem?DRXI$>Y^K0nM5#^gVYht!m zR&6dXhkKy%a%?vDldeanq;4K~+ryH0qp)El=+==`%=^bYX?@cl4&yzxMfV9lQ%{@C z{T8WhM`{Z|O%n=g6jJLzYL}7P-;mlZr1l_ETZnu^YFh6f2gvKaoBDeirHP*w&PWh` z>oYCxh`Mt3>8jc&>}3$Jc4D*wC4z z%ysq=I*TlKovmi8O`rO*AI5mIVrJm(D$}R0vG-%k*WPH>y{jc8&GJmMoO)i0Pc1E2 zTc0E7oXdTVl6HEysb`6Qz-C|Pyqtr%9af2tHL6~gGz4`L;$zBo@hke3_CS4zqSS3A z@d4iKDa=t2)xtmECaXjr-NrfFNUc*f2eO|m6f{sF7h}0c5Fqg61$3IRbDlOyCC-j* zE0);9k}l%nAodoWG+I(*V!QXv6&7~O1%0XmI%SEmGqK=w1mnXRUndCfi?1@vfI&SjNBbwCwGCK)6$ z678-`Qtpixl(<6+V9Vqdo2(-Z_5Q68(j2zm;N0li9&;&$3ws>#Bht?2=8m$n*DXDK z%cK7hNyIXNUKiDoanGm$7p_fi<*aCdzQjksB@0wZgn;+(NMO59i$vlDYLe@X_XHp1 z_BZQvurabvUeTOU3N4%hZnCZh-IRaL64<;f8|&p>x{I;#t29NXT@^k>VT9PHd8pAm z50XJz&0gc9lT->+9HC$__fvNEjn7H%G9Tk^L7H2{atA*3m17`?@%9oTaBi?8GL$S;&BF~Q$S*Ql>e0$hx z${((naeNh}_v}n5r?>)k?iQp4HxTEEbjvgP8OPI&d$gC*2*|C!LvA&;cw}aC3%aFR zZ<1Kx(+p|%tSze}gW4E|PqDkLS2eHJZ#1Q9rp-F(v`Zu38b!9OZaiObc)(NGP5FHk z6>W)T-Itkf)+oq*mT1M}Zk#E4!D{akd8x|m*4Sm5v}5B8 z)1%3a3bR+>6bf>smn+P?S6Fybdflg;{j?F4p47G6o>{2Uce+cAhb6r=oF}=dZb?$Q zKAse0u1A*TPU+DoG&+d!+io>;QGMAhQ1zH`*coaPr;y%3uQjh^!U)C{?LHZf*unN#e2|k-y=Sp>zJGrG~Cbf!DYK~DNmZF zza9Dbg^0_aEqHv;gjC99uSs8$BiP>_U&*Qv>e|rTq{=JnPf!Vdu^zd!Ta@<_eB~ zKd%5vI8Uw3>zYAV8p2s=jNGH#LS^sMP&f%FoE(W!PAa8s_e-J+RhENLKA##`ZV|+o zzJl660<}dw(^aQPUI8vlthb!jTA~dBt#ZvVb@P7j?7^LqPb(FEFHCDp`o!MzeWUc1 zd*Zhgy*9Aw@%JldsAs(S+U&6EsMkKc5Ml4QpK2&Np01fvvbO&I)yLCIeTvs|r!FaR zzoathg^niS#v8%BS$*1v`%JwTbt8>rV>mly%TI*|hJ*uB)BC9PAWES1(1q9u;xFh_ zRbqAs6ocv$$&Cx$2a1hShu^C9zdGxz;g9BJ)RAy}$_)>wvxP$0GOdU+r3lL?#`8ZX zm2zHEF7M`6fOyY7ZrS+^XWyfg@e9nVQK%AB8iTYX-~-Bw>v@Ud(X~9ETxRBFbnArc zP-E6hv`tqTbi0K)9JQC=A+ElJ4~@OPn`Hgr}6M$NV zur4{dY=p;|5^#y94}w}KfaWx~?c!jc*Y}T7!bI+N4)3T?L-H+DdhcoZt_~}e-gwH= z0zmr$<)=`2DAb$ zw{5z^@aJJ3WJ)XnZRdh+$Oh?@w00qH7WbCTkRWjLyusr@*4BFDljkvyhaDkmf#-Z@ zCOPEL*YwMb*~*mS>+h@~dCo9K3|jV{wnCEqZzmd0+IVRMVUCtZuIqpTks<9iofJ!Y zmwXVCK(JY?68F^h==XI)jSdlv5-i?75Ry*(Pb(cwi)d+dNz7*QZValIu))NYk_L1A z07{Q7dg-nGolk%7Q&f7uERH+?*=Z7k-8ykZ4qX0~R_q}0hNYE!h@B2nJWV=94@oLA zfD8G%nRdas9J&I~%TQ4&k7hc5L4+*T_R z?avSkW&N=xYt&CxpUV&x{S~=(H9L3UVtb@C;W<^ax(Aa}c=S&O@r^!0ujUj8a8t}} z){dEw{q$gobXzG9Jb|gZrRH$bv=agrsx5&ZgB8%MK5H8Aw}i5NXQEDqau;THpkkLt zE>481@~0s7KckMP-)=Ierar1Nv2#`yMCrQCxXnvJL7k|^piVT9L8l#IRnT7bXUsJ> z2SYpe-MgNuFes^49vo#q*$36;gP_ye8C7s=e99Nf>oMyrZp13Ke3XmY(>Xf2yw)}N za5yYEY2<9#G5!9hiboo%l~eRls0eR#hXgILOksZtfukbqcr?gucm*oLBfb*j3TF{E zHRwF#a}D?AaaMPknn)Oo-1rLbHjQ86!iICRqbANI_ok5ym(0ThxipbpVRfMsipdhF6g=X6|AcVs9bV+ z9SjHCoIRV0`%x6vW3@u~QF4-SO%B=9^$bV0a$~v$w>7i$S|aZ@Kgxcu3?@%{aDrO> z75DObXx9iXj0DY|CvhlDugN@jba`^7uut-in)z>1-EOGVtkqe1#k9SkPZ!YgAO&3}}?C`V%K%U?=++zrG5Zu!Y>my~Evx^O-PA9*1$f85N+; zcz4w!x@>*dQ-vzO_Kv>O!sppxFzjP-EtqKMc{E)TtayvNVcy$abFE9?eJFtU@l*mj zhd11yA~;4o0EWt?9I~w#NHzq`@1Pnj{)U&MgISVB3=L3c&EQ+y z*lp9vCMdFz{H;V&GViE+=_c2$h^gnx-TBuf_6+lE-+3?`(;8mi{gRxge|dQ0Nx6ud z*j7o_Cw8a$!K4d#=invGSQntW^(8e1B$u>ED84{1kL+nH-F4us`1y39wbTusG=RyN zvs^Cq$_(5f+@ZRE=e$10;Jx|Ti6c5A?>#T0iFg0lh>_^8=WzN%gU0}Ee~W7f=@z=_ zbNE^d~HMfLhW?rX^=KZ3v0(mN{=aBo?>Jhs=!@{gXbw z&@HoBM50T~=n{3vWvN6Vc-kij{=N$=k^~*O@-ov3-m^AtUikX(mZ4_H@!((Dic6bz z3Q7WivBlne4cW`R@RT}N+taL*!mYSj{-PJk&qDlF^O?xMqWs2R3CM6;4x<@1y5Z>h z(0NZ0Zho~O;sh$2hwsxIfTji4r@VUR5!Wqb*P4gj-Y$6Q^wP0>>^`tgcjaijtN;sv z`^|P@Q+Pswo4mk)8waTT&f||89^AG1&tA}2QK)EfV2O+WdhJGwYl48)y-yOmY(x~! z{sLzgZa(7pWGPrAU|9~L;nr~;)TrB-H|qj@+RfvQ zR>OVEj9b+MuO@kx-hkLa)9%Qx@mF4OPjkDcajHbW?h*2uBrCe_sJzk9Q&N6_2!$r= zeUU@$bwho?5;|--VaEMc&hR?*tMxnDio4)3fy0?`Lg>!?qiL5_T5x#~n!=qa#-&T;D1g-&3hLg3S*d$ujPTK26*agY!6}K0V;wwODK)lxd_|k!wH8mi-|Mx<_U-X z#v_tQZ>ViC+;(&Ix&xO7VJ-%2>$BXpeDb#ou`S#+hyAap2 z1bqn*>nDH=%K+Lc5%ipRYJ9o*IVNfCdvv+k25uUK{b49#X5X1U#!w!*7x`(L#2&?S z)>J%Y&@KWamx3QMx?Uj(=5jx_l3Hhq{W6iMtGn4m-dj zO7?QS+iOk#vgiz>t5DH7T)%Xz=xmZW;O-Hky3BN@W#3$6qO{MOW9w8cVhRT)GB~r~ z<*CEd_7&23lp!NqJiZNQipE!@MDNKZ-_~$HyFcq;XLtUU-qQz0l>~RH>Q+QHOt(Q} zs|#u_(60OW`PtAPTmtL zWPkZKMa)XFU})Mwo&_VQ_$YJQJinvDIH_N=+bjt^-K90s(_N{)2i48&CW;+6 zgYmeQ1!-^Z$wHNV+9_^GKle%zO3deONIOq95wDPGR}{*v-g04L4@(ZudvDSj;d$?i zu>(EJxi+tI^CK(?{(vhobrzG@VESXCkS;-kP=ZvVgq*8A(Te4co*Z2;4-GS26DV5l z2FY{EFz2+`G?-19pR+p@8HA=3HGU~RkPJUXIeI$${BNtZcPm2do37TUwE*JJnq`D~ zuzWa;9JG6=(Y?+Boj)LXqiM5*iJhr|M%LL9h*)XCJxvM1UYX#}UTb7#m?&E2@PoqI z=CLqGcP84lLVHHdibe@H(b9gWrPdg*RGs4ygDf3kL(<)@&qIZM{ZBn&|0yE{+PgH9 zV}`aAf}!##FjSGJO()Nj{-qYa&FgcOM-laPfO8f~K80fx>Q}mLbta#BWp+NJrd=c-@5)}oT#<7_!SZDJHqt|kUDzpHl7NP~H9(rjjgZa<0E?h5?CpP_Q_XJuD5y~-W% z$qYyY&LGn1ej4fQ@B^C*Haiy*M-q`eX)_^+^e?#dLZZBu{lh@);Bso(THeR*Hww>V zi%{HqW_CR~$MBELp(Dl3&uYQuzx&zWJ|KUX{UgME1xhH~1C*7ikJXh2s3O5bgV&PJ zjue~QQJ@RO5Gbn!MX)OeDJLRjd@=I*8d6q-EE$I7&FAR|uDqS&G+r46PPSP~u0nzz z0)NEE#LgUizylJ~z6^|yGDkT}!c8%<=a0zv%d1cje?URlSD+wLmwG@hFLN6Oe_lk! zCrlZ5`+)idWc+9@Qto=Jr|`V_K9m~6O9LTy9&m#c>w5_qzjF#0KXeQ!cie}R-={-g zaQLAMifXAbh`MdVNOye}3U7rx;S#!LT#>=}8gK6GuP z#uKd%S0dvt&S`_}eiIq5c>@9!N~iX{eZVq|eC}R{%Hc^*NEXdDlq{pmmqN1qb;*~o z_Inx?{uidAWceQX-2KO6p=);!c+zEza}#;!IE_rbHS@^Z2Xwz69jyvS`drS73y+JZ zOPu9L=SHtN$4Jo9x5m!xms*M zmcKyzkavb&ppNFD*nKE74nXogDo45Spb*(`y^whQ?E~%8=s5E07 zn4i!Mhpy$lOJCAfg3OlA<9xC3xbUR_R5kM6p{gJ$cJffNd>JQzB+@>s8-=u$ct!jj zszWIq)5QjqN{a$BzlH_y_s}J_Khl@{9FHy`{tTC(5oa|KMs32U`#-O8zX6b zz*7Ma1DufzUIaMef?*_s>i|b-z(@vv25^*LjAZcRfcpW?NQ9#Yj?Mz^3pgVg{3936 zNCv;@!WqfnzW^=;HX?NlEHTXj?$Tt z4BiNM7~qVg{fF~Tz)`(mB#lG7E&`6)A4W3%d;~b^9vI2sp8<}_4C$H;qrcXr&q!Jy;#=#|XC$Mq zbLlgZ(LV?{bV(Q^8U1#^QT<{hqyM@~pOK9INtZq&8U2eceMU0+@456D$>^gOnIKLO zM$-CF5N-pG(vy+2J}Mxt57XBp>CJ#3|2;ez^pU^JhtdBXcc#ei>F}@9VHuPk)V`n( z;^Yc|_7XU`x+CG7*&2z+I?D>nYVv_x32{8-lQFTs=_ZSb`%SmlnE2mxi;J1}I|mrU zclICR0GmfY9X5g0E0)YJ$zPKti%)gEqr&-083X}!S~c**x*m6HPdP>qHb6E+_ zXXb#N&3Q0Mi8d=M!TER{C^-)%DLKuHWhmV4_BQFMi(Mi@k#ERi;L(7Kc)2PD@?kPt-G2oy9{qALR2K5l%f0eZo4h2gG`&`NZ!$0?I+?F?^H;^9 z?|2LpWbvRe?g7U=`VLuU~OhP0ZGq+SszVSf`XFOnjWy`C_cX z&6@4`v2dxZEGb44cbDrE;>TZKQC113;3@KK+lH6|byZavyr~DyHWWjz#Sj&0Hp9cH z#Z~!te|~s^CFA{IEH44eOJoT#v~&hmQlUnm^JIb^#L%Tr8>NQcbJCLsG`aX4Y*N%A z)^z-xPa!Y~3S@_ngiMm&x!CnUby8hYKD=G}ai;$JnL(_xTvBVNm?Pl8V`s617B=>&*bS8_@fRj7>G> zrhH&+gx4_%nyMrDiOn4Gs4vc1ayCkKywCIbQe|47jJNGkr}-*taM&w{%GK{& zjQszO?{xZ|ixIt(%0-|^zYpqnF2>)v7=M3H)$D)yo~r*DF2=`PT#UsNxfuJcFiD9% zPA1I53He@yH}D#;{3TjOmlO823a^;$mDqk&Cf!A{XQM z%MlkNF_DY$#c`~Jz{Lo}fzXG-!UPaKA}+>_cUTD#7vsuFT#Reb+%R0=;$pmPC7hIO zPA=3>-L;$no* z$FdA@G18%$}u;FA_mMEck&I-Y>B zDL7_yK9GOMqv#bJxthNDcTAAIs-&CixT=0cS3q4^uiP=`{2AhF~lL zR3O(7G31VKi1QqRUiyG&AY#bU&{hk)30DIrE}f0vW1gThw))VRc{S9epN6rt<8*#B z2`QF93u`MBpcuBxi{0=!>^OLh!u~6G7ES$k=UHTV3UL16P->$|SqeOhY&X7pS<>%3 zi@(47?*D>!->rmdJ&9*=4NLqbiK^SU_utVxi@E=bXVHx%TUsdL>8b4ZBpqV>?< zc^3cA=2>*o`@sw)B4zxYXc4_f=D&z&@xK?xA{T8~f)5ZA4qFA*$PVBdYzGF#-WcE@ zJO$_|a4ZfX0Ff>_0H{YaiU2eM>7sT#$Kq$;XavU`7sn#-Ez%r|p92nji!{fg-*0j( zc7VoZAUQ-Fi=8fx#oqZ&jztT@v3S$TvDk>X7lC8(8-&NgGb(T`;#kaJI2QW=KpczT zku=95&&9Er1O6k9#Q|_e9E*PkXW&@mxi}X0A!qRJx{G767x1E=Nj=sF9E&87DZYZA zvI;rTf+M7j@U%tulYML%z^^Ic6^({y$uR^k29Cu(b^*1pS`mWAW0Q(v3q4PGi8actStyx!=XH$e}qFzw-{NbwyviE zI2Ny4^ZL&S(-Fs_Ll2CG2Z3Xe72O6ziil&e8$lhwv3Obq^o3t`eJoD`r!(`*>&&8? zq+&>PZz#OxyI*Nm9O8e2RKA7SEI?N;EPqhxeT`J8y@RF=A{B@21O7jd$`4)tuq;9< z_nfj!8%0jHfosuv4}vm*Yq7o_pl0A&v}Ph`32-g8BB-q=!(-;V;6da!yhBD`2)-S0 zEzU+zG;l525j5l*H0u=7HuoIxkbx8TCDLZ{cv6 zh@rd>5Hj}_q;pIj6f3jYJ?N9;>Y&)1S*&JOU^9>;j{BPE*K8sp#e)-Y&_S=<1R}*d zq>4^v#&Oh&^i{MP?NsUDjeY$?uIq|d+1uMcuG1exI9ZFU!Xww)US|6Tg1 zw((y;=x>|zUmvBZaqw!iyc&vMN%3olaGm?fX7rZMLpS#xe≺Gc9v&lvj%DXKb|2 zsASKqN}XBzshDP9jDIaQ@njDBkKO1MoM#v!Mbpej5RszVvpVG^&y?9ezQ(-Xb7a@k zh(@vZlMfx22F|_piQ_uF-1AySz(ee4>!+>g1)s0SCchDTJV$>bX*Tll@WqN2;AXtJ z>BfbMM`GZOp_Ss6m@lm{U$N(Yn>zQFe(n#}xj(bxQx)+UhWMqn_~o2=D;4wZgS~D4 zo%t2Tz^@q266D^6U$GSU71xaME1qn4!o{!XF~+Z0#qcZAl#4XKVjaV;*g3|pxRc>m zygrrTS2U03SFH15BYwq^KrU?euXoH7Abv&5CLGx6DE(gu736@E_stISKfxG;Be2W#(J46M()@~jaCA3*Mcr@l zD-MCfUHBDccjs5s0jvam#g`ipzhVVLt2mx$k>OXAO})dfxb?UA6(1bWulUepe#QDy zhF_8Ew>pob;W*$R1<#h`5b(@NlnEX#65A2K zVkzQRJO&RSp;C(Y6<-B@Mfw={6A!;#V|-Z=3J|#IMMP zXKaqiRp4`?pd9fl>fn);QKAb%nTC{!2BdrlDO~0otPjp1B@j+?SeutifF;?rO{F>1746-Y4N{?mk;^(`f7n>5$#3gqqkp8 zYmSGv$@pLe7cpGjf^p^eFBw>80=zbZ=2k?{3WWWy`26?XgEK{r>MGOLuW2NMb(v$ z&{^b0nom)61@S3boqUSXG@qh%0-s{N97a1-JMbwM75D+4V(I@dpW^#te2P06K1ItI zpCabuQ+#n8pW?|$e2Sxi=+S5=pJMaf_!Kph_!KMu9X>_8$usuIJjAD13Vez{1=yXhg&bqJoz?0Ytn9 zr53H#gj>-fBH|6L<_1JXjaDsIYlD|=+_i12wnf{zlYkbLx>L7yQ%l`Jv88ToskLs} zZS}lsLcH{x^L^j*f1dB0=lq}ML09t5J8RyxW?kO3*354`$y4kTj`Q#oRfwmU&+-(P zJ;76SMAUnDinT7_DK21nir;y8ijIgwzvC(TdU=ZYlRQNzJ-|~uN@X! z?@z)<7bLwr#e2FZc#2lwDMtJ+c#3x(^AwFV6YAk9`T|c;3Oq$$;3>{9r8W1!5QULT&kvd5YVn zu{^~%4^Oep!&6LQd5XbT%HzB|#RFHD4Db|3seq>#2t376D&Q#wdU=Wkh^JVBc#3C% zr>Fs*VlUz;8pb^0DPDe>r})KVo?^SQ``oc)Bcb1K@%?ctGvBiD^~gKjFK{cP^i9lj zKuG8;Fwf;y$(m%mm_%d$m^%F?rL8fg^xfqECAxc*_~xIHigkQLHp@hO&%;Et2^UlO zIsoZG+o9?+%;k=v4@ipKkbwqpk&-wOz`Zqx<1aC{<4FEkgj=&qWSziT6^<_DISiu# zApy0<83v?)r5b(|V9fS(@U;?v=!}*%*)5~UPGD^^z}md7sp=k7o&yX-K+r`1mP%(# z2c{VPy<|!}FcIl)NeK%1Yu6ehCJT1NAjI5F0du-g)*{J3@P%a+Qb&a`7cm(kZ5hnJ z6mL6BWr5NUn1p?p@IT{T#2m&kY$&&m$J$N@YiAx5O1-FC`TBLXqVUrkSCh4 zfIM-DR+BC%KxUv+$`@W6WPQLfb=6u|*>%-90A^}U(#HU8V%>|Pm+YdDenQCJtBh~T z4ROGs1nLm>!glB@PV2bNhC=lo-O{5C8aB@v;KG@dpQ`yq%Qr7ajG-LB{5@k!c!kYo zLpVQl+^dH0lWivv<}lu##EHoZ9u4W-iI^MRjwt?d;t1ti3?ROynCKHKMZS8p4BgsU z{lGU?_w#8d|^;}ZlxiHA4HywH2UBDY~)1*O_U>O zV%GsE5VWsD@YloE>=~6T=h26rO8OQbmI7^M6}my|T`UQ37k9#4LAasHdkJMnNk4};zKA!;K)H7i7i+_ic|Ucp#M z9f6p@zDE!Vu1Z$#jIeTl+udcl3eBSmKd_u$tabQ(-#jICP z68ghnE7O9l_{5JK3%4JrS5N?lSTdOR5xLM2rRRJJ7Y1zOD3NYxpXF`3Mzz+#n11JsCj#*O>sz_EYLrCieUK-R1)0aJh z(Ct9u)Q+m=WOpO3-?jxULw7(76lBYh&;nx%Jfmd=m?B zEb(E>t7E8#3Z;s?zhmh8my(Rb_htTBJrxyUW-1h6TKo>Fp5ZCNUF)wZtS@t+2y0%o z>sC%-i!f&xM@w$w2Y`8?p|TD zdh#$t?1Iw6ONO}*wY+VSMZCl=?tY%TOf_g_r8{noZ@oK#fGo^f;1S`6*ZQ`7z(2rU z=0vp4c$C;UL0m_UT-|o7xTDRXy|~G+pms|nzJ1D2-|Dbzg5>iZ&I$K5?`)FGMp3mC z=ltTq)X&ha3FQb9xxj@Wk(MoUT}DKEY#-Smc&0<}=V7Ro``(vmJI!K0t#d|0qTYU5VuF#p5Ubvse~PDho6?U|^Qop3kn(W8cX766m+mg)jT(ZR)!~n@=M? zscjf^4p`kne6gk*bwlo{K>FI>dYSE5fS~Tw5{)xU|Gbl7@A1u`eY>C~HEDKJ(5EJS z8_KV+28|$6lqgN@VxV50RYe+<{Mlc=70W$|il=>cg$6n5aEdN6(Vxc(FVCiH`w|bW zK)s+0dcjIrlPz)?c~;*u4JD;f1ynRu1OhCl@62S@Agbg6^Jud#--GWmj!sjiBWhTZ zJ{^i|MtT!3y!4kiz&;&;2{)(~42f7e0T(r&>Jl&-|Mbqi#i#UsrqqUV9e-qV>;THoC46R3q-_2@H}y!M9bhy%qI+d89ou~& z=ww1`#(*}9NV1<3_Ix$71{iy z$X@&lzRqq>) zqo#%2w`SM?&flrI(m%90c=qjQAKk~M_q#V;*uM*)aR`InVayLy`VTexN0>CN!e7R` zKRxp5(026_gi7W@(TXJb#&On>v&GpghMgj+m$X{u8dkv}5)P%=-=95Ve{e|QasH3cWLZ~YelKbKjuZDNzl*@j$2@LHMlfK= zT9SG)1<{zKTP43%*4;Qexne#KsK1(`kpEkaXH?cph=`{7VCpTMO zfB$*r=wLF~9gcP*;I4-@ws%}d-T9c3u=|ZMq6TzCl!%bx7S9qK;y>E%n zgT|f9fFEg%g_e3fwh>zDil419Z*H);J89$`91kFwM^T5AC-qf>4-QQ?T_{+sI3y0ZGA8kT0#CV`?d9Q`nNe5q=!e@Cp2@F#w(GzDY<`8lY7(&% zNUcU&WZY@O(}%={0}&IuOr)vaY7 zg`Yv8`H{jQk3wx+^T~ql47Q)R6|(OIa98;9X7_u8i@oD#-2=-@W3OEER>yqaeep-O zq4==~6VqGUFyb$BxhJdv1aZ*tv^A% zgTc{LdAyIcq5F;&qbpj|2vly`CP2B-YTBeb0|j1o8CH_>E2PkGw5Nt}Xt8RCEThZd@HhxL(L6m> zjdEPo(}F?L7H|h~cK{Bt#Ah*#{rW-H6hDyd<`}7v^EHqjgX=Xqw7Cg22u7g0gER+T z+c>v&kHx2z8%O}dJ2RhQ2evtKpNn*sK9gd-PRMxc##!@e*dfFYb+)#l3DsF@s%p@n z*KCZChg`XcA<)oWJZ#gE3P-$B|K==Lk0>E0|h8o;opX`tkDnro!1p-q{yIAFbHYh_&S1p z{~AE2vrRfp$sLY9}5QNt!i*(tgO7WhDNUDer7XBlB#2aYa{aHk~Urb z2uK)AF=mDf|03gG5gw7b*-ZyF>U}wrYW6qT3wC!6wqLjDf+6F6XK9JYQf(+qE7%k@ zA;{9zh_JsdBMGvOGkkr4?`Gc$fG_?p%DUIk^~g|b5Q6h2*<)e*An^$|Wa)BRkYc?H zwHM9JYBq5u2vtW6>7Gn%gG_X9Io8x(u)8s-{dyA>^*?3eL62#i7%=U)A|V=?R)$P# z;|@b8_-D=+jM?ma>pwQFADPBPf@xhz?Xl3g!-gbA+WeU=nm3!EDdAvv#0NNu?3yfa z5@FRzOQ40MR(6SMEW7H&E>S(8U`-7;iLmOFRs*YJz)AdA$bn_7wfJ?!Nkl7Cz)6HP zubDZg5GPRs5VR8cZNy1L5q3|c0mtUDtVWzf2N3J>GjD-%8H%uB3tDb#_J^yhMx%AQ z``KvCs}C0MfRpH18ZO=DS)OxELWk}n!!)tzq9yTWmXiqa;IB|{(H8??;g2&NU3BNB zZm{sV?duUIkps%E1hjT`8ZLU+{i-LzL(?Ea-(5ZnjIbdZ?;^6NZx337(*{C3jxva6 z*3s$gYIRuWAe0GTAsyRZq_ZXvY|dEfSrBxOM)qV3hD!*(`&hB=4IRXDFA!E3d|${+`&2M~$oe6klF*A*Jmve5@vhnE5-+1m*k__kFjKgY;ZtEH zwAgY489y?(9iWPTLdN&yA!XYRCoERZLAh~#N&xWh<_jRl>~A6C*9L>}juS}PItM9V zVXr>#((1Ay3x;~04frtFQ?&ZfA!@-a;3S?MiqcgrfR)^ecNsAL2airIDTYEKFJKEv zvGo|bM0yBZLf?+^=i|8~Tp~>j@z`Eef$ zRfu7omnlcaw-2+x?LLK!FZ~cMN>HJ#fD!CQF`t-^%Hc^dWQ%4M%9cAbG9X+2G5I?v z{GXu0e>fCk?z)R&ZrXncIEi0~J!Pzy&5cixsdomy4Of52X5B)_joOE=bQDhYH+Y_o z2vgIjoLdbl3W~9et(a{Zw64t+89k-ad*KP)9DXr<4j&+NX@Lbi#u8YpBtv{fRhq5Ax?l5|S@}#)z`wZdlIukcXc$i=i;o zv!|4&;*fRLg9y1;nc>ACc7PEmh)1L&t(c1SVSkwOBaT0Ukcpn@`jH$06L~Gt&HsMe38+}$I zpx3|$>7$RAkLV3q?h^HwkNDroNwmWC5hoFa=(-p@*_{Fl`-qe14Ursi5_3R~(&i0W zIlTH&2=WAwdqc0>JfQClz4C(~M?4>I=#|?*jyQ?l&?`R;^5G!&hFc2e@k2mznL6zmN zc|#=E4amIALlk=D=otp|+Z%f2c>{89=#^K1JP!VOLnMcHbpGHTLO!6EnY_G1Z;0{- z$-TToZ|Idj;vGUe5d`_@m3w)I-q0%_3T*@`C*II2_wo+Cp;zwZ9eP8r+{-)khF-as zcjyg~9PtDVa9zYh^oCx!mv`t5z45#S`p~3d-q0)e@(#VBSMKEp*QsEdwGZ6(5wFpG|UvF%Nu(27l0hqBX8)HdwGZ6 z&@1=y4!t28Kb-I79eP7n4(amp4!xl_p0D7#=ruNP=#_hUhu+W|&%Z(c5AGrC#|w=X zbVZLsZ@zhXhu+YeZ(iP^H}vXzd57N6tMBC^H21LN59}elIsD&@J$#C7xa$8tzz~Rv2w?d8 z;QtoD@Cn}&eSMN=xbDV(&NEC`{ug^b&^B^7$Cow3?1T;j4tAij(6?VB3n@J+No z6J*30AQ}?O`Bu7~(HQYP5RgWEFFkvt-(AY@XIgsKExfIk-X*2IR#A1IxQp@o!6p5U zmMSP&R*yl&kCSD~%y+1K_{=Y@$j@KB4pza`Z3;W(l<|#tA-&T_Z!(z@h1GM zsnN}=_2)O@NyGWGg|qly`dqV{E6hL7bUyg3}KHPlsu{sDa4 z1b(WS;UA{RSgOI=m?49YI@g~ddYTBKP`ERTFOZY-V&U`#>dgWQ_b16|mcP+lg{%d) z(!v_urcH*}A@hdtxSZf;kwrJanlm1Y-r1zi%$z&1=}6<-Dex$Y`nj;hix>C2G$<8l zhnBi(nW(zLxKbgi#ziY#yzvcnRi&cJG|`&Xb=A7Mg{5^BKv2vPt?RE@W35|dsjEn< ztE}LSVN^ji!911DU6WORc2nO^8O1f`O`A3yIDVb7z-MQLWgv^^$*tA{*3u<|M*e@l zoH4D!IELW_z3;hV>y~Rm|N6#hcno}&MaG0g$8a$|pHFeQ@z3E3_#7B2G+>SkbrD|% zi@I*yxDmJYMvL4Nh1b(oUPm~@!!zXC#**&NKD@4gk8)OpXD{n00@E!lAJ#OM44I`PpgL8%a zjN&TQL8{OHN@YYr!K^|p zd1R|T>U^W5M;>`eA9Ym|>C{KTQEWNf_lCMksF!eaOY0!c)vN2OzrC6^nc zuX3WV>Y|;hNE9cB1|VnM8ihz#QMam;w+a`nYN#7Ui~itAN^iP^KaqZS7{4VNX`f4Y zo0Q(wNp}-X|~Mt6P)p;%rUmii2BSl8yw|nq+NFDPiiTqmEIwx z&?qj!{C==Vzi0ezQhp550rc0-mT~Qw5q9Iaoh@k))y~X_2Hv<6nQ4~Cr*}zza0$P2 zOTVF?vH=_4mN|YWk7;fhdqO|va^_fjW`t`1{xc3<^pp0|em61l`#$Lsx3tSG{mCW# z2J>6ul0uXG|4*Le0T~0&BEPTCmr`FcG;S%QUgPJCBDZqmBg`*yc1ZX^oC2HP9M2G= zWS3Bl_G2QjOF~0{u9!FLHzdGLaBM=|35QLn;q+*X%cAVuya=Kf9TI6I*dpEzuNuX< zBFy|ZI>0IAF;{hE=<5V*36_IJl~K(YX_RDrioxaj!r^k{LXO!XuI)p*Jex2A zR}M5RqsT%Ed(q~gc$|FQhz@3_inEVhO`8mD5d2|*22BPvjWlUt>+ZAq`18)xizBp@ zwbV&XzieuJ?;Rh`C{P)5e#9U`+oyM!&hyIpWq^qqW^v4QUT1Cq=qG}R)GvRl%sM0E0PKo~D zR{pnfD+k$A{Xa9MeI~_Sm>{MWN)3Fd4$h)*tGfl})zJr7gJYgPdeR_N^gn^Fj7nu3 zb#jk3umEHAKIfl#%!a(=GfjQ(2}j`gjTe)iy88KA|DY$X9yI!OTTctc#|9XUf6wI?#|Sx?4kCldySBzEetk@) z%vm?eV;kkM?YD#YrY90Urg3`yT}1R8AXCcb>MH#*A0@o6htS=OuB9-Y$MWBH@D=|; zx$3c8vH$FV<(|{Y>Ds4G??{w9b^4VrxKEyrf1IW{StrNY?E)d+?*ELPAODyx2_s}| z_u9ua&=Vyx&mBiM9gv*4fxM?qzxn1|tGOnoR_-lYhZj>qJCr?75}?+6 zF_M1r{>o00pJ&X+tv!ZTaizS%ob{ppRp42&k6A#r(pfvchV4x$wq(LRLY&A45ju{5 zZ-?&``~&54b;cx)PCmf8)M?CBpQ-}ju>h23Q1xKFb32o66OUkYjqn3145Zv#^bdWF zkYT$kqyjqm;}k}KU%KH3Iup~FgT8eLMGSk!Ks@>5OS|DWSi&F`oqX0iqP!ah@DB|B?k4X|KOL)rY8)nuy}iz==aR@;9TH%fhfevO$i=u6 zL@{8@-CrHEe4jF=YJzzN=SgEO{VK{$#5fd0fKmyR&Fc@bOfcrrI#z8?s=~|}igB!u zb>7R=E*DVj!yW?$A5&NjNf<}>Sm*p?`CFiaI`;vc${{-)!=9pbo|>+`06P4~I(LRl z`v~LfKtRDiNcfQ~!O>71n|DYJ68>`&{o7Lsk53D(&_{R zTq`Ih+=6i#>`~dsyTKbAz_3xEJcGh~eVtvfgVA+C5>Qcq0>AT)G0*p@^0RWiWy(|K zXVzDKokO0;AL^LON>3v&CIrWZLM$oK4OEyvOw9NUnsk<*$!*}sI0|k63MfOE&R=)u z;RJ;tKw+v>yul4pn7Ko0QWTrGiM8)3>MtoaURP|(7_vV@s<^2ukSe~_U6(5QbOC;f zJ32$8;+#G@IU8MGdL`O4LG z6;xeVyT7#8BJHC6%4xqFebPR)bOhNNbqxm3@+hY^x`f_1_G9B%7mT%d<32WyLu0VM zpp_cY+ER8`3HV=ER{?`(jR>YuR`v@Z+Ep-h0)DKluCk$SO@lrOhC|=Gr9azYbi^xY zYm9_}bUXWhr#AAuXJoDweqqT>Z_7+?VE=D!N!vLvtQrm%y>A$MnK#zfLVUWYt|A|1 z7mP4X0}gYQtggyh7j|*B-}ji`9ksOEBE7-*by3n@NCl;c>U6+hJNlA5vQr=3>5lB~ zin_&#E|KNJ&~eN@M;>*}5w)I!M*i*c zs6MSQuf~|x-ZIvfIUX|PzH?l6=2$cQY^guv3n{Hz1@^#p8ZbA}pr3yOMuT?gO||qV zI?i!P72Vwx+R+tt4GhQ$8*4L;KVgh8wWQT&rnk3@Yj&i!wLlujwdb5z22&Cm(K5)u z{|A_=R;Z}IW2#ngf{Rk1$o`(G$_Gvr`E08`>(#E*iG}3sMn#Y^ZK7VMQkwOus!1f@ zu`F`ZF{WKPu~rXcRYl8BK`+elhj{*AtNx#7t0F||%B72n&~(2SnVLIw&devawesvf zhZG*|_~hN+s$l8TvVpzN(D6#xxXv3<)tZW8*qW)j_$h(5Y|)G5tQat}0jpW*;9wS;Qvw@pe{AD`&A=X~BMmiF}BbiVB$a?aJ$0D@N9^~}WCFP4MmR1#)S5fFD%|?5y6;qi*hf;YND%JARrIl3+ z=jF|wF_OI>%8`%v-zr`SCr$J|H}X6A!hv1UmM*PGUQu4Tw5$vYXjxgQwyXrhx}~gV z0lZeGA1J1i+s@$JAAwuS +KxzfOxTXC*300fgkkN|=P5I8`i6$EC-5Fn@8ajqUT zvZjDWqS8R};UIkH1Lf2KatFkH0#53J?;MEWWBASqjKgbU>Zxf(N`t!3foC*|;&4GU zoU{^r@`TwU{bNtK+})}_)c5^ zQ$yl#V~T+>oxuV80Xq3`g$;1YddR90IA{kNEY?rgRD|>^Yjp5mi$$zYZl`+Q(bhXrJe3Jq}8_&rVQx~8gQT&2+oL1S3A~j zuQ&cw-;&IHo}3f->}U2~!%w|V&#&Uo?A?Z+x(9x(_{?rG{$v@@toh8|XJF6sPtOSi z%xgo-+0Uqr#xFuIE|-4fnt0OP*it7Akg2tR9hL5twNrO>@xXvO5k>0P&CF(|^UjXZxez}FH zd8TZG4QU_qi%^_^mwVNHEg`-?AeG-R(E&FsA!h#QS4R6%xge4sTNaDLICz10GMqhe za@k=`0H`br*c)!mg0l~`miQ(jm7&L8=T1c`Q_Bk6NaaUhz1opVt10S`VHzAdGp$3P z=t82)rl_Na=}0ua?5Hj<&k|jvY$3(BR3RgXe;z|WY)3?M+vyXN)>_UG8FL%X5WL7HB(aOufrK}V z{n1v3ei*CSA038j_>np6GE(c9^fLT#3~Ps%d|C1OZqeMG`B;HYh_JCw{FOe9ko})9 zvrp1!J>M&UIy-=t9r)tm(>^B6Lj0w=$FNzT&JOTq$Ju%4&#Ir_41b&{?EgcXYUi_P z*##~R%b4|0XAx#r@t8pSd-g0KXTA7YAkcdLBBR=JG=}7Y!s9P3U$i#vt-_(pm4)K5 zdm{v@%_r2G-`8yZpknifX*Gyao3Q05kYRUX$>lykojvA-&6+nKM6lToXXnLR&WqRlc=6;^5S^%l{p|cKP0e;^hbTMijp!`TJ@~hgtGvgXC(H$XPe~f4#~A1 z$v^rfeYoF`GQT?tzn{|BM_B(~XVHESKJJqY*LbxwSjG8(M|{8&f57w2)2y`?thI2l zRzH4WhYnsc$9iJ$v%t*?aA1}kvR=zG#2Yx)9h9s^*gBcdV-y^+R)X)sxw<)A3IIC8 z{Q1~PJ_GOLYhrP1laG!rW7@M2*tIoLrwXf^Hk!W)M4eeQh-!!G991nTd>~NF;PdFt z3OiReZFJCdP`Jw~n3IqKM*z&xe7IPk1LA#CgPD_%P1+C#=9-I{;NAFP28?=@; zfSm(VVn5OtA$unnFtE}Dud4PWyC90TZIm|(r#RIU1xA=*=Hyu@U(XAve0ZIbJPL0i z;$I-%>py{`YWNv=ua4@nuzC%==Qha}{k(5{sh<Fxsqhpg`+nguHaa_ zyYPZeqz7aADGTI44F3+im}g|*jXNvZ2Jr-W;?ej*JYh5BpuzdSicT36+T)D!v;g>t-p}n7+=lBx&tu%Ee_=xkC_IFO*bb7Du5a{`tm=) zsM-i(7G_Kd*k4Z9FipCSu3AB`Q`4-?si75eml!MX-0K4y6a&SA>r*-)vM>Xp03R-| z0ImnKe(-*>CkKL5u4ofvh{-x0{};&7M@wPYeh35kbCS@kB1|qK8?)3rQ!YONzK0-A z#cBZn5)=kq8`Qkf{9_m(V2otFJn5`Jc5H-ch?Q!om-An=aS-u92CN^I+Nit6>YhTn z0{?os`macrpX|}SBqWKwfNhpHg|1Z#UuG7m=$ujfRslaZGmH^%^Jrp=aNrWVcT|{1qKm8jG!@l- z$NnUWS?dkR4_|$`Hz~6vGESHqWYp;V6xyIxsz+t}S|4?p6V>iWQjILoOjhE;JGOvq z6#)#ZucA6s&$Mx>{H8>?9Fgq-d94vBBYQ+N^%XQ}62}CSV>|a;^bkw0H^?}5O=js$ zGTx0pPN=KuWm&m|K{cksluH^JUsafitGKU^x%>E9C6++A7Iz50nDn*M0qd+a{GUZY zdOOa)lGKtF<+0Tw9fNGOWT=IWnC}L+=w*7UdW$T77GcnbU9Nc?cRfF*RId8XbA=iX zJQ9b6!oNplCzCBZVLRY;)Swxj?@j3YJkR%2P@98ZBu|LCpx%!}t%zNSD%N$>w490L z-&Qq$x|{2%PgCVkpGeQ!sagud{t7Re2J(;li}~-q@&Yu1!grVz;o18jao+*GZBUUD&TFU@R+1H z>~0E=uCx06!b~Xi;m}-qH_0D?717z4fiiC>IM5Gps)HWlv zi6}Otwi>C~ky-&#OF?R3NNo#J%SN%qfm$hwVH2b_b69g zdaXOBM#-;G*QjbMuo|^B7(sva&jSh!7MUk$TCb7Uu#EC@#UYy;_jI>{GEePb7Gf3yG(D=5RQcJ8?)r(d4EGLcW^LX z$;s~Zm;03X)C1d<^xf3_LVkxouaK*v8KeJqb-IFy43SdxGwo+2_KtV8RJ9B){hQ=< z+t+jF_lC)o1!`Q53oF!dEki=q#$?yaf-)eLk?uBS0Tu;EKD5LRJrd@~Jz3 zGc%77GvCKjIeDnrCSwtokOsz>G9r|04d!bzC?1=IGvZ{K>WkMQhBznL9*|auZ<#lr zA-^R}K6+xl&VOx|Zi|M{25b}41>5jUda9eq+sQeDe`eO}!5wt#-)PR+?D_-;1gRz) zphEg;?)6ZPvXi`w%gFOMemxlVGrhR1lOcUU-GLLJ6^_hM#FLkryT+g85w#Il z4~}lvG&{y$H4<+E%dDZeX?|=&IkqiLewI|njy_Ae<3=YB#;-5t#=VmqajoV@VMpTVaPiuM$82k}%>IkF;VH4V{k7Rg$H%(x zkyCBE!gu0O0UHshG$0sQVx=R`=u1?aG|ek7Pdgg<-aZBksk7$#(Pj*tQJDVQwf)GX$Rewi2OQ89=q(9s~sd(Iqv> z0{)Gr!w8_t0f6cW=XyQ>n&zWSz5tngOSkUN&q?MLSPhoLx1Kfbw*Cz@E1XYYV8h!} zKbbj-Na%*O98ljXHkaeVpSS9ukS-_ip&{)w#kSh#AJqlNczI#e$5(nRFsKfU@hhmz&uZqkp^oxwaMf zSpk>+l;$tZc%P-Q@8R%nMH!S|+f(#vRUBK^s}dT@S8L8T-3&d%Rk3*y#QDSzH7@If zK)$iN#ph#1@_)!>3DaijJuQqyvl}CXiET`O{5Bv!!ku`L2X~@`6gnb}`-^@_`IM|` zO6eqpwpb7sf|I^c)xijC2ZDDF0Lk=`-4_vMxR6$>@B&P%t$+vCmGPXTP_m0WPLz4lSp=>YHRRs z57_Bo1YvlQyWZh#lYi;oG(jEZV^#^r+Jm3pQ{HT}O3UqL7#RV+PiOqq{~aRfULO|c zVOP0BT$5h7JTbw%BFv|>V>oCHM=W?y%14uUO77Vhg14ttfwvxM2+DKt{Z1UeE zizzgomEqcovuF0}fuL1`88nzEE;X|F*mFX*sf6yLLX+{SnNtP)v`*)5-BVA?YEF|z z>u~)?9T#CF9?0PU9xVtrsD^dVyxj(*HBX=7du8hM_JDof^r#+oUYJ1+h4j?US^etD zJ>?ZOy5Ps@;e`Zj^-H?9fb%Fl4+a-y3`)Ychnbin;o2V|J+Vn#geFwLxNjaVzvi=f zpaJHE{rc*$hJ-ZUfdr0f5g*auegeic4ge~Ni?LC|*!DG!I|FXwVomGwK-7{Qo5bG_ zNYBd}>j8pHB`*!o>-w-d*SG6{dFaD;U=oeF_`0EVG6RL?HYzkP*@c`dJ5Y5k)uS_Jyp&HY}#S{cmQv zF|>6O{|0W5m6KfBma$#~WN4YwYS3P=$3&ImGct+A`0h*Wwc~=|+DlzR03AkLRzZWB zRIW3qBJwRjScZ1El~c5GaI+h=1ny$e>U&xbSS&e^utql-HM=>|TbO)90GT=!^{6^I z-K?hwu_s3is8}z92rXJnw2Tpj>;pcs&VTH(iamFIO2WQjq&wnpry)z2gby@JeL#tZ zW=UJd?LWe+`+}PzOkxHOX+-RyE_}+j`%weWwmv;>)GTEL&)1y{BI^(CUWxdU0K>H! zoz)^}XHrqKl-6X_6-%UgXfYm5F7FgFTZ`3q5n&ZHc((%%{##_dp9Af;y zH`L30Tth>#n>UsQWU;Sbr?LrBJFXet#<=Hze#6Plgcb^qAi|(2U3pzMIwh#r)+PVd zY)}x#`D@g^zuAHAxE+wHQGF;o8;UAKSEBQE6WHveIX)|6Ib+7g?+g&+%1XlSYW$ib zk`X)&Qdr`1Pg5r``8A?rUh3^d{XSVNbcD4SX9`CSjZr?raNWWDydDD2QXLa|pS8j(Vnly^=3C4YV9inV=9q8}$O}-Jf z!W)`dj%RjW)D8;1Pg=@+ying37+yS_+&tg6lx|n@(+(lTwhn{+ z+n|bvfxmK;JCq-CG6<1iX#v!_CX25FH=*aJ{kVx7aKFP)4h?NZIYhqg7B+!X=KHRD zt{rg9ob2`hJJ6SzKRJeG*))!!P>lInm5gm}0_!4Q`x6u$N7wAo`3PdZ&z~DKYbrD! zO~_BO1AUqo#U0*Y7-lsLJAuaObC9==W5*Xdq0}G1DpT+yIlu_)cO4RPY_?;w(7ly?ep*HuP~cO~cd&Gb~tMsaNf{&%i1 zF!@z(IAGEd>ai>4WZwd~9m(BXWkChdokJe{D89W5+BAqDSCo-VHmlE129m1_kz94+ z_fcM!MRYpf6NelPVq3a0v*D{#Y|}~YgQoLULszX1@l0Q!>U5p$ntWP#ed!u{HfzJ# zu2*j*TJ4&8StJ)X)NDA!-4v|%QT0Dh&%8c?rAvoASmv7)LQEoIe0-ev1e0n$L*R!PwfM4H}@Ce>Aw30!HYE< z=(@`z%$n25Hh^fR(Jiq4PQ74R@!_=<1YOBQ+Bk=Opre-|238#PcrV$VG9NOGhR zd6zj`h3-D#4Z4=>|3YSP%^AdZPbjFMPzHZ4UKDbFmk+0Zn=BGXxp3F{n&3cj2KL~i zWx6AGHt~Fkvt~}Lj>_+!G^A%PbXv$@9zB(j@`6{m-&Ca)-GIB>w2YK~nU-&zH_+tz zdg`Qyvs$yEJ7d2fPH1NDadpLF&Z~e@X7jw)fDU+W{z}_o*y~Hn$DvncZ~k`i%OUx8 z-3H|e0n9+5n%a_P&Q$-Vd7c?E7;20OF)xesAp^WoJ8y2_ae8ktUAIC#cyT&s8Ap|O zji1qzO*eh*@kPmb9CL6kcr>U5ZsWWg1zb`3Q-=TE$WC3)ZW!TNThjTvj)vt~pP$DG z^w>p-ZhQkJum?Gd-@5m-pfl|JQxjv^y)T~O@usAMPfK?0QL7SI$1EqQp}gbxg{FT( zf%5va-$f#yc9sO}y)2J1+*y#LxQS=`ypcz>v93#eLxQ>vjeRevGU~iu(3-;G0kNM4 zf{z!oX5-%}-kb$DMt)5Sog=@t`g8<8a^~ntr#xhB1RD23mU1E+_MvevxOpE|Ed6EI z!t}hJP$m9raPzBgOCreRAkq$xD8VGb<&4vxzb1zJz)lG?b-w(GE6FiN{ZAh}oZXzG zKO7AZj}y1;QiDJX#CSBkpRZ_0s1U_n%o!NCsA2R8<)Bz+GrFWfYmrC7jD|73u5K0H za}Q=wz%Mh!HYAuKQP9rNcH?V9M_2BJ-}+4{>QonA3!TX|s0rHW9yxU?PIh@M+ri44<{H*O55iw#zpk|!=x+UH$VSz6 z5e--Hb#51>nCrTP1^;=62R5Q8|@0QeR^vZ)4@orA|aUjNrCtw+9~I-!r1mG>AKD6H_#A3~3I8mrC54K_Q_qhWlrvE{YK`M^8( z`^_bsM4ALkC|<~A&cM_}jn3e&{FGYkxNv3Js+TxXZ92g^%u{&EVRkF4T^Y$a`So&k zvjobXok$?pFrD@um^(9E`{E-feXE9pK(0$!ISs#^V?e(!7}k+ zdFW4G-<#ZUTR1DPPLCSq`F>z@R%|>s{0zgWr9xC7t>cl4+zVqdG&bXoh03f@t(D>C zd3k=rQP0{w?<;6uOyBDr6~^OhHERF%E|_uOj{a9(s0fJDLN7CWvTi*UaGXd`1=I>g z)^S21-L)vmquATkd#0=NUUG-FC9~llN&3lo&gEb_Jcx0D4jAkYr+*M*X)Ou}(M6$7 zswhj_u`%o9mi?~vLGX2nG2`PHf%?&&3q^V%EY86)nLI}~<)RckBIHyHUr}s?F--&P zf8%l!yuDM0&gR{NjXip1eizC^O&u|sK#qrwKNYgd@S8~PFB+=lbb4HGQS~dIKsS;w z%PBz<6P=7OscFE?w+6CqzW%16^Q}0(@qMeb$j*I6=b5F^`m5>KZ)98Tx4%D$7~v$T z*{w+^cfzDakE(+6%`ArAI`8VE1HL21!%dihyk&Jp{3CC9HgRjlhb2BRM{z)^-kdOh zr2E!UJM{ks*9cfbmEUXAoKoQzU)rr*zERWMbuS;?#0A_`Zpt|ZInN0nUwhV7tycYW zNMjL2CDMls9Y)`RnL{FZ2JN|j>e0f8tzE|LKOB9ekb&8VLx$}}U*99xZ|-PAS}m1C zYOH1ke5fT<>p~_y3^#*sWxDr@Z;>={@5#62-&(oT6J?ra&cg>Z1{vMZ0akFn{S|(6 z3D5W$(IOTgnHx5`0}Krb7N86}V`>`md3$V(jw8Mgg$umV2z-`$Vzh8InnvroyPC!o zH0&4hPH4Zz7EyQk-wqx48SP5K@$VPb5~_Ns7Rq(@YE#vd+N=jXu|v&6?#y`p>ByKEkoJ zahAlRi5cWoe`67JAQgf)2(BuIw~i=M zDtaV{kz9?6TP1g}VY8sVBgz;fR80_i^R*z1|8H4;p?#ZvnD97%eeOzGrxxY{RXIX% z#_fR`|M|l-t-CZf+ed}6GYokS*7ycPr{EksEzi9Xx*Q2l*-+dsegmIIp2LLRhO#3? z)?$V6VID0zr-2#d5Ha7O3;rSn1h7d^Jnt1EC#CNUG_lkJV7}+Y}0|P&V7mV%k zEzA`a<*J4V$8?geBD82(EDwPxC(fJPd_t?$PZiRzQBtRtf+H_0Ltv^Z-!d^ptvbP( z+i--2DC}XDnti^7S_79C(q2@7TIf;aMY*CSf%h@YS9ViI)i|NUKVxixE*^Y|g8+MV zz2cZ5{8`qnv};LMAr#cYAfwo{vK5;QjZ(IDq>)N8zCqkk!ioWRHX;3zZ7^`FX)I9% z%e|n(a7G!?!ascdm4UCPw0F)>Hs2(ktO)~%aXCH?N)WZ#h9?uonkXebh~)E9EuUF~ zVcG+5))_>3OxmmEsU(bSIrD`Ybq2t-IjZ)6Lua~p*=0O=Jdn&sHeEm^v!6SRd+T!s zb>FMPbR7L63b_~ooj}iqX(UauFcGf~ZoeLS9k|@C=Nw5Z<;l~`7cd?)6XVk_YnfM6 zj7k!giI=6wGRgDGjx9!oFfA-7NLKG}%*4=uDKG!8lx!OA{0H}WqIE;7ogHl52)Z@` zZ~u;MT32py!*eBB*k%rgm=t+Rrg#ARb%iYU?>(yu;vFOQL#x?wMgt?<>ji1Cx%`KK z^cOedD{nBHICF)c!-!H>NMpx|^3OxGn!L%V?x@<8odwo?#dI6#F3@b%OA1*BWI<%P zG9U1~39C1Moz_`k->u5lJ8V?ILzpqdg|M9sq?Z3t@YU;U#9~bfOvKX#A4(?K_c{c- zr>dq4#o<53usi(RYC4BOZ!-o>;e1%J+5U~Pqiw@z=}B34u||lxWx}4Mnom^8ZVhP` za6-F>G@U7rY*%(%z$DPxdENWN*g;1a0ggP364XmvuW+CRhke)5z zmHD4hbkTSqyu*~x4fj_4OF~#`egRszJ40O)hxD9bYIJ|$zF;yeXt3GQ^pnK&ENsJa zbqR$RhRvr=OsaTCzB-JZv;V4gF!ebsV!WPU+pPCx7S^1S89xT6a(;f(X8G_W#pf7I zOPKymw1WFN{Cj|^GXXGTnQQ%z}da16dD_+mzfcu#OQ z>@cDJ3~fZIEFs}f4_gT zUdr7i_zU%G#?G4k&`6(8#f=5qG%tn~#HGTR{0`BP3Vm&D2foESQEQ*W8zDKLYJFA0 z&k|e@Ym4NS3gM;(Hxyy1ALw<|%M!F~M*oQe!?gO^Qhp(xwNd!=%GsR}_*rsiCxI$) zEa6DvEUK5MejEk`@QKAU@^ea-*-)CwuFBBh3?5RdbA>xg@q@}v>-NQ{DSb0Hob&z? z3PzaR*%G@u#n7amz=M%}iO-C}RyzaDSD$?WZ?>rgF3nf zT>ehtYAQ@+=N+_$NT3rjqkc6_@;B74ejK8{A(_`=kV#lidLi1Y;jQL&REA}jc=jt30Xx41;p=`z-!Mao2bcyNS zC`uNJ+ap^x3-xaaO&@X`O;)s)429idd|$GaT^UjsXi4b`9-3yilwrc4k2sEoa{T^C zGO^UNbn<6-z=c~b)PzqPU0>#k4EFJ^`_$`NM`JMdQnjPL8;f`s9@5#j82c0FOgT7x zfrkuJ6J=}^838bDcNVR_ysJ7XJOF?@a)rs`~%`SuX<&FrdJ&sCU2x5n+biEoT4~_tD63NoLqY zMH~Um%ybq&RMb()$gGCa!m>g$!=;)5R7@+(C35LIm=*b0p_z~Qkp4fPbLS3=wmi>w z`8~h?@9PuKnfc7Q=iam2d(J)Q^?9E(lTma|BQdHy%7%Nah=uRzF;H^~%Z%KLqv@$q5 zgo(4z8^d|hY%knHae0l}&c7SjNTp57G-iOGdiJrGYPD6UZrB-KSb{Z#Pc3!|! z*kcUO6 z;hTr@CyXDsFDGyC_bISV0dAXMc)fq`FQdyJgY3Ay??y^&%v>R%jco7WNv&j)giBkd zXP>ms#sY5~qK7MdO4v?zLV%Or$8=#+8Hvt%*Wjhn-XN=NmoTch; z^ZQmv=e8f@^vYL+FPx|es2vP#TYm@hnZ5xDi3CA35Y8IRwTJMyS5wM`SeeK)ikY(hM#)b5kP1~yH^1mN@Ks-7K58+&-u?e+MSb!hL<5}zn3?*=3r#-O5 zb`)SIxG+5EeM-xhoqT30^0^YAXR$g{L6HaN6Km*h{cjf(#upp8(JePz#0AyuVRO2PmUr zI4LoRb`oAq2;oC`HEy<#!1PrT&Je^2;$VYbWV^*lu$Z4_&2z1ovBeGEjgIhOxFDD& zzocx!PvRtX#gI0bX?NG?f>mdGF|)6cHF*v2?undsg5V<#mGixEmbu9~2Hv*R;siB} zjv72J1XRFsuxCPAP(Y=mErJi|_fvKYyoe0b+YZ7@wp2hs0h@<0&=e0Z8OC%zrgnov zl~UI&e*L3iPeK@+ekj{xEHnUaP^Z$l6^U(qt&<;9WtvEQpy- zyJI5LX*w5GMA}xbr}02JcW8^8lH)?LcWZB++t@}}RV=BG;KJLT%MKYJON%vBSrGuP zJJq&uJFZv-lYvEpARUHBo=a+Izjl}j)AGFM=nlRsUR&tWyIJfW-2Uw^9o3wtjkFT9S7gn?<(XjK^liOMi=?30*t$}~n5Vbx z7O2ujGc~9hV7$Ag5^JzofHn9Qmm1?!Q%!16%M@XJn0r@NFYs+7V?5~weZse}ZD!a8 zV1+K4LJ?D2E}3IL*t@x6CQmNk>8W9+ViyT|SCkK<&WldH8tDI}y8vEkT|aLqV<#Vv zFq4mFYkaP&6=uCW6Q|yx!oRYLM}8NSEGm4J*A4|;Z+r~4s+4E0as37cgu#EGW_ZdD zZ+i`b5FjY#1=K6Wna&oH32QhmNz&ySSYVUbIOzc;uDCF~58puh_*X67?*d@gPL&3} zE>u#sFI`k=D;&4=BgP?KNcOPVFv3QVX8tWD%ooNank-jdopMWALQjH8<_jhWm<$@r znGF6W%FEtn2WY9yy6R)4obMKd6twH{x4J(xdOFe3W0 z+RX;*b(Kvp72V$$zQ929vqWR6;9(apVCuelEU9}_?;}kSw!q4@XPZ7%G$ok_E(?jr z#Bm)J}@Eoa37`09pyL3kLvX12pzfr^Ir{fXe1Am_hS&QDy~&GVYxGuKr_e0)$EXLcEa_$C~fXkC%c z$5#hCj#etjC@dOBWEL_yYoXJT7H7(`z6+Zl4z~XTY`z1==Zdb}AK?iIzJL}Pn;dLD zjB4aOWt;=ezkmPlqdV^3|Bw6s&v5yBfXmhReT2HzAj=ELD_bq?W2E-5tJ~ zCS1O%E0=%iK`y_b3zz@3Wk82<+rzkgYfxQRE?>2{r5l(3;pT2!en%N{`8R7FT>ft^ z440oPGk4|k`A#mMS7?btF8`p!j$Hl@{#%60PveWr374a`Jmfu63-rW%E{%w*p16q_Tcg_Ik|j&NO-l+*uB8z z?@4L*`VP7LcK04!{)|Q^m(TAz-gOO}vMZOr-@)Y{KrY|-ci{4yoLoLlxcpBa!sYKF zT>j5~(Z`#8Y*UcS{~?49BV0bm$>qy>aQTyv%RkkX%b(nX%U_OMzT59{`Kp)qi`JV7 zm#=hi`4Wys~roLoM9s`YniZrU7-Tz*^mMl*8xS>rx`wFj5~h_RE)*CUs&04`sJT>dGB z%QtuD@^g{P=l)eL-FWLN1E?*b4`g;eL|2fO$@9fIuTO3?I%<4T} zM=9E^ztpbmj8x599J}Z#MsiT)q;x{0_q9=R3K48F2a3A8`4SKj-pQzusCm zTEcMobsAO;PO8m^u*_528e*mS3W^yC>&fq&2ss32GR_dPeke=v%7yN9RpmxIZAc-Y!5Eq?$ycVtK3d^Rt}6PHwTo^*<~xf@4@ABsxLdae3SGh!{u)WEseB;f3mCLu6eR|x<<pHpoW^(S3 z2f2KhX$(r&JGuPgE?oY)4<6w1t5^9*`V%gH`NO&VatD`R#d7%pf5zn-|GxX{vWIi| zseg^jU*3(&*AOnBi(Ed}$>j$im#-&Wz9|v7d_KeFb9!+3Elw`q_{#%a{%zp$6@<&b z!*cl_cXa3S%?y{XW4QcyhRYw`-`s`Ek3cSe&LG0&zweRa^`cKVGU`Q!%cr>$e(eWy z6Fs?n)9OOx@c%2`uDkfd!LjpT>b*!@(*-!`SzY%erhL| zZ{0ebaQQTF`F@1U-}WTS<*yB`v2WcQpL5B>u#zqSjPPcvM;p&OU)zb1Ig>zemHY^NXfPser3 z%4xjbNq@lQE4y&{KdU_7=*s0sBA3r|a{1+R3721<(aGh1kXUm%wHudjCS1OyJC}bK zxqKdS`30R^{<1DyzV?8z*vaLWe$|D`uX#(~$>q1cU!u<@T>fh0@{_xA`OgzBU+LuX zuQ6QykDXlp?JM+z5nZ_aNyz0l0hhluGTqK_`SHl*m!AhNKjJy#cJaI7LuU7ea+?hK z@8eN>{9$di4XJ+7L8U!uzyRPTxwsb0k35SW6qZFg_mh$7=IIRR#dTZoH{u)0%b1`K zPj`dFR4|oSF)Ct=EDw(b9|1i+rG~;iIz67+F z4@zP{`^$o)ugA(o4$$8ExNTJ@Xm5Lq1?}Gg(Eh9ww66+CQ+EaJKYR#i|K6D2D0BcE z$>)a<(7wqD+TR;eRZt6{{lYGw{W${Kr#eCV8L8!0{|vM@EgKOfdF4X{?f+x(FXw4K zHTT1Zf%f*r-9h^jCumPEzBMKzF6}IU_P_Y#tH!$5m}761K=uAqGgfc9^7 zg7%*}LHj%a?ZW`HSF)hJ<+1~`x4a)JE%|3a`}(f{w3q!ZX#WpS2WW5qsS~t6_T%xk z@=pn9PqU!?xtH~pa|qfSPCNv(UjU$eJAn4zCm{TF`-(2pj-dTe1noDS1knCf0^0BD z4%%zJb%OSmhk^Eeir$BA!)r4E?N7Yf9kg$Mih%ZV2DIls3!we*+{L^W2WT(r3fiZy z`M?R!59L8X`{fSNC1U(~apeN9); z{=8Pu3EDS44768@O;tmNJZkzGK>M$zj(-Sf&-(`h+S@KTK>Otj{{*z>e#5))rs@89 z<8V*_xZ_v~Eg9ob0N8)nsQ_Snw$2s!D~pRwST&JrOI$D?9D-3A!1!!f#4Whb5`_SU zDP1=^9XOH{c_S`vACR}!ux>bK=r;K|{hNEQ425y>olju`M{qvW^gX!Nyfd@xlL0`= zemP#P~}K53aJ4fm^sim5fEMFKtyzVXJ&e2*Ymhk zL{ozud(uU8s>-)mic5S!Yfc}w(S)ntGuLdg6$DS1>cTg|7y>j0u03h{Y)0+V0GD@Y zbQMmx{79BW^rm!Yro0T`^6h^QN~Y~U399=jQvCome%ySVmdsITj#|b1S0^d-2Ddp1 z@E1~wab;v+Zb+RcWK9E$$)NUuwiH0x|K0J_Z)0Cc~t*{Y(OvN)Rz;nYQCYQ9{WOc%%#JDm;+qeUev z#NR6Nj#}tAF*LU}Y;H}iJ4BIw^2{g2Pe}!Lq!kWm|5mo7CCj|YHj3ISJ>_#}%uy}9 z#^#wI=sbD^;XNKrPJx&ri9H?r$=SlcMh&r~OT>W%ho2IeSno@ZYAa zZLNb=pbK}!W-$=Z9Dr5D-~h|q$@S7Utr`52_iZR078?toH~0NxUY zba5JIcz6YPu#ORe@|P~T9Vq-$(Uqm36zE&B!A+wmDHRS5uv&E{dW`{oxpg#M@UB>^ z@;jjvo~E*GuhwG{^OSyh;T5H>ZsK(N7MlkQIxi{{*H|hl#kdH+)#OfHmkP#-ekkW| z0jIEm5K`e8G4CaDakS+)ESHOt6p7hI z_*|g%K3C-|W?Xts%woo-^J0*$80>GdzVRZuj_gI(5nSstMAV1W^%eUqb2t@Q;`nLc z@lp1!++9)kjD5})hMr#-pjWxt;f4bk#_YGo3qfkLs4VC#ClXtx-F?4EG>(t*GEF%g zYX7SSR8yFcdYnVlaSlQypM6ZeKBFASYVKU&yDg=4a>GzUZQs5sS!0_B`U7#OCtQJ4?wkTiUTAt$Fk+sb*)E?5ZfgeVV4oCs6 zy>`8gb1J%S%uocs z03p?2OznX3mr3EdTnBe#%Z$AB-wlmOKS6v6F2@Jk7E%7`k;1ruh`h$tjQbsbAo{Je zAz1TO{ZL-faZTv`%ZX<*mCqRhASVXE{sl`E&078Ic0a)!`)d}z!%HN`t&#j#c-mD+ zY2rCsS-*~&CkJUucmq(r2W^JI>01$In7_o&CK3=Y_xdRmX6O=a<^%t7N|=F-_qto2 zstE~s0Pg8Ra7*wn-s>{(szF>uZ)2WLZETK@TVqXD$93l z@3Q!Vv)Mn~ioM-dXzO{57s(7+oiguz1AQl3XK3zgJ6LuK;eB*`e#t)Cw^+ddjU9T{Vq5?})UsY<$>L?GqE)!7BZKlN}nW>6uNw0O^4Bxh? zBJU&td#|36=&p@Y&oHlVEwjYJO;lh%t#tO`nz;6p_P)8UccEY;cZ?f_d)WtD`8j2j z=|yNbE6EjnbZ0%Z#3%swNBeac+uTR`t$?>-&KX*~Zj|xGobnCLaF<$R63<{?i_|^q zft&78AImwTPm7mGd~fB_MdGIe1iJ&$=q+6HXB5wPEe;b9Sg$}8vE7OSXkz(kzAUk+>nsx;hrAraF-dYf0K2W zp>On4$ccbLt?60x;W(e}FBe|RgG*k%Qc%VLENM_+rT5#mS!ya; zW1#TteZ5;~=$?4V;Qur0>o6=Lzd6n570dAeFPnvDeP2VBx5aojzp*)x`$GX4PPtu( zmF&By*UX_gMdI*4!S2B3OO)VMV+izb(Abrpr{WWh2vSvxmdDa(h|5I#J6x&cZH(Jo#n&JF23z{;5JE^i5Bv$a&W;a}a!s2*SQQ|HxQ* z8U2QBJJomy27QyvZjrk+W|G8s`9w|--#42+LVXihTo3h_-P9Z_KchLMa<2`IxE);q zqOMR-{6zU>P2Ce7k+(g;qW1*nnRxYO%~aDU4>#jflS*_aR%(y6ehHpR@vKuxdP4IV zdZdYUg+K3cD^}vf?)6LgBR!5ev3m`q1*AmXYg>d#SAZM>9oc(#i*~}1{~f@a>!Z2+{^s=uE42ZC5NOQC#uFHC{%I2sz6cJ=1m0j-!4WP-kwds z^a%c7IHWotHF{qTH~|8IXIeyk4$S?hF+|7pB?5>^J@CTpdGzU~ZK^4RxnCBDn0`CM z+}9B1ehLBT={FIer)Cj={`vyUOZDUA5PM*1+`b&?7X+X`NDld&9Mb%@Asg`bucoB;t^S<*m)+RcT zw z@>?>a@0cD^V@`Jk@;`MlI()VVYSaU(0~e@5`0onN>ylHCP|~ysd&)kI);$YnfNyiA zNK*EuFb5Zgggs})gWIOy!PX#+I%Y`_9{imTyudblq={C}|9bR)Ut0c=DfW3Aofvg+S1Te`eS_OEKDL{5N4v3%gLcz4PWZi{XS-3Cl6C`Fey+h7m}%pH;|5^)Anqll z36{_0Rs~cNEPp?aeF4i~-iTO!jY7YTz8a&A6Cc3xtN6EBEdN^Q)LW?x zmVc!SmcN$4^6!guESA3-vHWm?<=3!S{BrFG5DYi7@&{kkMC-B0~{m^vnK% z;|()m^k)%9zXBQk7Q*P~BBP%)nPK#638SAz82z^yMxQ$e(=ku{_hBSH~LY)UIs)+YUCr9NGMG;r0jE{KC>S ztJ@@%yI(qY$a2Ew&jmJLEqrTMdFh)p!{)cswaDg&foA?(IcVn3ZR3vyu_~OLnuRJy z4$b`Y53>0SyRi9o%YgQWv-#$r_qwwAhJx;F{$Xu5HoyJYP+;?af`Jgx%)jAa^D|}3 zyR!MFU!0oxIyx5F{P!hikM9vXm>G41y-U=l-|MV+|dVuj7yq$c2jV}1VQ37?oiI|^?G_V zR=a97RC{s*%v&`s>^dQNQ7HxRUKOw&I=Ubth!3(Kxgd$=oQ=%q8{&+Lk`oDJ1rd}% z3^8hNuil}tp%mp~)aYGSyb>}v>1X0Y;17s31#m_N3NJ}QHOl^>wCHghP3l55I=-s1 zI*^DCrLLi14btVMyiG7yEc!T;v+QeYuODT&5;04x+-q0}?4#TTB;d>uAQx>J_p#4R zI*4#l@dghg%!0#FXG6Ge)ObMY5GUJ^FqnB%f4^I}aGPy=n0p}~byb7FLu)*<@>y({ zR!ZE0mzdW}pyJ}9{VMW`C?~m4Rl$~lU5GNdId|7WZ z9IN+CIEA0)1}huJ=4X%dd38x>f=~E}Ewo3l!fRSUL8|+9+SF@9>E%rgdDl~SU&@QP zzTsGX0l#`o%_6$4e7{GD|K0-zPUzVP+l&R05E!hN@ZfbIH4Q*9{kh&Q+l2#+WLcos zDH;|Q)Y?7BvJO=rE&#oyVP!W&mv(y2o{4WI5w%2G>41TD=L)H;jjf`w zSNjriY8gu7zkm&3g=9|q!QN-huaY7zfl2&kw~O9T$b~2r7C8i!a(~`EB@UL!-IAU~ zM&CHr1t&b)dAQZa%}{Q&C#rRRD}?C7BWWOQDn}51H`_Q1j~gz1jW=wwTOdq+$LlSF zxI#`V&j9NdN(AF)z2XipZAQLnkz+Ymv*`Ai3>bUIBzi>mLz%uxUs0(iES|HS*n0W!ihc*%8eA;=3#l&|x+ref5ssU&Y$KIOuK;yGKY=o>Fv zn96e}kw{%cOX02$5T~u=1tey%!jAMKhpu?_9>>cx+dLQK%y=#6N4f^zeHjHYJH4u8 z2!H*kkszVZZv&ATm_<|g7fo}$GKZ2SK4*A*>^xX)TdU`^Z6rFR9wpDZ)@%|q()>XE z`gg?9C91lPkBd!#B8~jAoJx}JU>}UI3Tw697mu5H{aLP4RJFWW;Sg1okN#zP)L3m) zBi%BwHgaD~zOpez$$fd2D{nqkrDlt7HP?r`oq= z%oDE#&5>zJJM+USE%}PF`{!1fpL5iAZ%vA9`46=>?CzKMnM=fwd~--u|ei=C)QD zF40eL#XIL_FF>zuO5!zY6p4NYT$h!lI{%f*-5~0v@Lx#-kgt{<5%#mZ90+qEL~!=1 z`V+gb)!PO)J&0>@#Cvr8P;H=0UZVjWk#TE+jAtaKK;y1LJh$zB37k7O~aL`FAD@8_~31w zE)o}j2my~N5x_YjRKbwoNaziNn+?KOP54Zj8$9Q=m9Q8-%xti0NXxbDr4pIVro5{=CVkCS~oQehvD;Xv`gJu38H35&p2!<-MRHcRa# za3G*P;5ucV*J#T&%;{3|SdHe%=48@Q9F-L)!=wda7eqkF*sU9^mb;pjus&8ZEUX{) zqycxVp0Hz1bv?gGd<}L6@cPkO%XtP?YC$6%`_p;~b@KtdvTtw~9$vJ(eB>*f@P-Ig z-%8$ScpRrg=cI92iN$$OdP()3i(j)Bfnp~sjUS}yKlN~}PT{7N&7?-P@PDMpg?}*~ zmbpi@EaF!u@5JA{`2tiA_gc|3pv)mzI{gm#8}Me}is(oy$o(-5RR8k%<72M*b+|;* zqBn*BE+7}c*{#$KvS+v_OEEH2%-Rv+R zTzp~gu~GI%YrS?ARgD*p5L}%F+_6do^``1QK?aJ2rPJkGy-hofDtYaiXD$S-R`wY% zIoEZ9;p{q1Gf?~>H(F+aS-oX$fU0Z`YqaoG^8%*Wdh-qqg#nYq{c({p;D?<%XCuvA zJ4jxWvjOY4^hMx9ss^N%CS4MRYeHe=IRs{ZbfxJqEhy>`Ptl6gZN^6p(1i3d(=1r= z)d(LGZA9I!$6y%o#$)o+O5X@;s2EnLBXmS#Y`w|##`M~YW%gma-3i@YBsO>sW|-%} z78u>C#=;cKn^rf&m~bHtZ>^1SQ*W!8Wjor^Xtq`)eBa8jbr~I9%`rsHWK%0mMT6N;7{qwHGIff`&Cc8qvHCwb3nm z0938^%azHKp2JojW_%8rZ;fLtxj-=87Qu}~GGOd^=&2BWK&^<5SN*exq`vM{gR~Eo0Sf`6 zRBlG8P1mTKP`WyeZi_GtZBJ5W5qbX)5gsqBE43y*McfEPE4sQ7l>1BpK>RS~a3=!! zP`VL8r|NgQ`(5wF+>~uV%O$;MwF^$}vJ8Z+Ln5!%%bhCuZKXhEbgJa9O$C0{+C?Ql zlTpd9A}aZZ7wLIl0`(5uiuE}k%eqQX01zueAH{Kst1*}JLa*OxOY z`R!A>sN@gorjq{_QOR%Wu9ENe0jlJWfB6mjV0d`3D*61828T+%@kd4_Ka*9-w|>x5 zCI9$L$X0iieDyon66_zM_#vy3Pe}Z+;W{Ak^*iT$JaQ|elAlRb@~hs+ej8f}O?ZGP zPubG0D*0xjl7AIc^7Y+S^0WQgx~b$FpBFyEsN^pn+}>R!|Lnt5@+YB6z8+Na&m^X+ z8I}Bat{am<7U^kI)d+*)9pd+U-HZL;Wg^AQ@#}BTa9s#FS7L?AJ+Da89;x$FH$lcJ z89ZmHnU+#`&Jui3d9FC(cy7QcZJ$$XCrm+Yq{k8rk~(j3c!F^W$_KSQrq3AD8-^(O zNG((@97i@kk{A|vB+&Z?zSMHvyP`(|5;nZ*~XslaB1|1oO);Jx#!T_4lr#3k1w>c@WHxmvjU3;XTIz z=HDO+_>~0A=dfUY+b@ohXGm8C{B3`Wo6CUt%ZUQM8-V$5bb|R!PB1?czLm|&!%ynMFspDMO_r|EiQ+gVE)zfFhqPn0l(n0vjFDP4}$rs^9}|4 zF9-*>zTtVp!@>NEN_{E1F&($gvz<71V_8=P{CEi{;G+z9F!!CySwsQ9ze554q7oGF zji2qZlm+K>{?L2uUjy^atG+ol^=ugdsV1>t{sjQ@)nWqXYr2B@ltTf(2*Lam2be$W zOIVmIxsG6d41oFG1kB%z|KCLc-`WZ04}B<@|1AOY?|g*{_(?s${MQ&T-|htS*QeC| z@S=JZ)DJ4)@8}BVw;Aq(;26;)4*zu+jMhO}V4}!!Z*heO~L9*jNgrjGxe*6Kv-%K`z z6GpdgRMD19%{s0WVD!9}#bQI=N4-E=oSq3{yK`Fmn3U;9XjsO_I=F;mC(Y_>@3}2p>!vLNEK;$lVfQOg2(txW?b*NJh&F{mS? zri5ZB(2^1O&a=I4EvNx2C))`B&31{3wg?+?ex6^%0?(xqVUl#l7 zHMLnHTNt$l0C3eln0lzIpF|njH>yTZuS;Qm_j#K}Y_QnuolXk1Cuqr4h5oqG*JS)u z4&0)}AKxGc=|bvYJE6;p7A@#I!9HIE^0#bN$u}8BQMaUZnXpxh|2Ji}AZi5ooMmy~ zi9V9+XFJCmJ4ZyhA0AOQN-TH=Ai5O*o`$Wge?*9~&5d$|aX)HbYlYu5&X>6elU%$` z%dZ!ho&mhRQL`6nDP0=@2L5Vshob$sz8`-!ytDFFK`A-j05y?NeH&+%z1+4ICQRkZ zXdtF}wd|yW?xdxkX_dI(zLQ6{NAUZJc}brsmGFkpKR|E$lBc?adzEG?)ZFG8x!+Qy zpYJU#N-$1DR#okn3HQB39Q-aK;8{D!W zi5=XT<)DN=FiftoO`sCUgh*?!F?v$86-F#mJtL(%vn0VX*rFj7wrG&Mtqu^x1)R!m z-e?O>4y3pvprIz-mILWLPHYC(0!{C+F`~lgx)XF?(=aNey}@q&1Z2H=2F?V1gA+?u z$2hU%v>4HAK?7%td2i~X!PUeX4X!3u7=%;%MC@X|%5u9>M3V|EebO2kXA*wmV66k?**zMbZ|J+F73}%=un9;EY zHrYsn?ENYkYQrz}J(cNyrM_f8LwRpa4yGak1TclFD6tLzmA`6#)8)iFTFzFL%3zbS zyN8wD5F2eJbjQ%;N0mN?A>%jxSB5lu>z(`FMN%7%T({GVCHTIV*)PD!5%c0cA zQ-Ru64W&Mkf(|D0W~ucv?Zw?H-f!8^5J6=JWcQYe-9w11y@m+v!zR76tB1byel2GJ zqZoftC)gh_M+5W3*|ipLqLlAr*|-h;Tr8-!z1;nMQAHoqhK?t{1{Z)iR4(SEo^#5l z5gt9Z7mTwdI@JrtS)k<~Y&s}zCZ5ZTd+jv0u)rNQl-N#|bIwt50ak+FmmmtW^XN=L zs00=s?~fKG25=xlI+M~92lf6dvGML1Vi5uo=W7H&-_Ue4qG4|H(Y{q?muOA>ROabq zadG6huj#aymwb%X8NVj2$_2*y>`|pq_95?yO5Dl@oeSY7A_e5+5LF4G>2Q5&}wcl{^!t6D#kI%s#-BCFpTQSt#0`;qYAIt@3` zA=x;-jP1ko&S|1dPgf0SgMvx2yC?WHI_F*=;~x<(gSnd)as?e%qM#*y1fYL=db|58 zQCHL3U?&mFIM_$#wrJTlS$t9`?5^~QeiHVzNa@3TE^$qo6W4y)GLAp|OQkZ+@`B-% z;%bhhDpzetrIaIrM4~NU5Gs3NAWp;Pl>?QnyfqJy`#CBHau2=5BY@ni)_#J>J;fmR z(xhbA=RvT<6NDd$2&jkPH!&=QtsP@xSId-veBT?&wPo_a29Lm(@lmP?+~uwQlEV3@ zc5okv3@s0Aivg|8%x(5q_G&N1wVwgC^O@8ajjK`fJ_|JOjR_u}pm{$s zpjJaP?}J1+MDtz&dWy%(shnF2YW>Whd2hBcJ43_~&3km=IZtM5EihY4H17qdd7tx3 z9%{)tHSgbNH1CbE9wk><&HJ^KYBzQ3Kv&Is{$5t|o)_$qT1+(WuP@|KCBV^F6^O2} zn)g&v4QSri=TnKGdEd6MQ}aGvQlT#-n)lp~v050-`#baHuW_rpYu-~1&HJN+5XFyW zQ2dW$r4K>zC4l13?uO!n1Hcs12oEj)}Wbt9l z&uHGCm9U!k*BqMnJlFVTen)g8>(7e~kzm+~*^B(4llga8at9gIz z4>j*!=%#spcrs|-gYztE-UB-A(7XpJCPwpK`7dkU=kxy)n)gs4|GMVA2WZ|qs=rh7 zK3)Qv_c%@ZP|bT7<$~rtX#kAo{j@*SyuT>urg;y}7^DH9=Dnivi(7Xqx>31~mgG8WtkIjeGynp2nHSgc=u6chEH1Dmf<~`d&9B@6O zdC%qkWzBoItr^XG3N-JTZ2T3?dkQu0F@sLc`)mJon)ms9)VxRE?SD!09(GT3CEIec zn)lQHMa}zy?wa=q*LP~(!yQUA?=59c&HJ;Rn)fVGk37BKKh4vlm)dmfzJFKq9!3$W zzBr2btD5&XBuEOy(c|xF-s4H{l9T?P<~^LWQ}Z4ZoHPIu{J%}}-t4mKzlEn)_MP$H z%hR7G>y%06EXQ70s7#lL&6b@BoYt1s47%m(Z?z?RdcP z57}#HZ_*vFj&zw`v}%teNicebD8$%rNQt*?lP_wBlegsZ&C_{<|&d2H*+BD*~*34;c^2Y!OOO(M8+Zfik2u|Z}Hh&{NjDBhHV^|S%EI_%07_F60K~f1bqpmvP)YjEXY44YvG2zAQyksu9~-N@2=m69C4SG`j_`%pggw?X_m)ozje| z0byl9vCnc~HsmBa?ez&L%WR}~Yb4@h+@ZYhhfwabxIi2c@k6(esvPykifhR*tzC>8 zHq$d|d%39PE=9olz_Fv1W!a8nZ9{o`#D3MrnViqPfS95YO){s0;!sdI9vCqR4t!MO zvW(%IOiQZPN4K5jxaGQ5jVL|2OHYBsV7n)Pi7kuW(6hsG zK{-&jvDH_!0)!GY2ER8XxaH0s*u?~9kk;~twk69aw!=i?+gBns3ERl(g=epFyAfG1 zqmcVXx(lok&^TRcvD~us(dVT=u0(ioDKnIbh*N_e6ikONshg5%mPywXg}u@j*o&$G zRby$K1zjz<&V>|wAcd+uFuhY7lC(X?9M;Ht24ojt;fmmEFDBNSCIQ`YPFZS?Iy-$P z$A`dia)T(c4v9a##IkNPtb^!7V47%xTTP0HI=B{LvIU|AfB|lRRjlQuN#bxx@iy*Z z-j-g-Tv5PW3B#+u^LlO~*P{%kxg7#Q^`lda2|&XXg&ou1!psN`cvEqL39CbZw%a$k zh8_f$A9f-R(X1?u>wriqz__h^?M&VxOH%s_5uZnJ+zD`{WJ=I9$v&pGp@cqYN7jZ` z>61=jJ6H>|lKY3&cnr1h-i29z4O}=CDTdRoA7uqmpF#VZp*mKCL|j|J0P{z@MaW6|U+!%>2~&T^ICC2{(U6B2n%_`%wp-O*AF~{)Zk}ANpgMf0 zHGue5aGOeOS`aTyl7LVTKX8uOnRkPr-b-rx^q;76w?(Yv;ct@E0`(o0dyt zpnxv=X30&1_dmw8ZGbf}Q5k4jG0bh-v+>%kt<>G}UQp^9Q-Y{`o&c6^)ctVziYk!o zct+E>%DXYtV$Xq%y@o`W(MOK!Oy)sa*yOowJVAW(@jaS$$K5H(?mfv-C>&7kvKD;ce z3Lbq`=-W@@c9#K#A#e)QRCNCfTaPI}CHoB~PvZJZzKp(9)*EJrel@4SCWrlOIJQXv zd5DGzj9j-FBabBeUQWhM{Pv8;%NXwZEg!C&*+1r==t~9N`ciN*gIg5*$~fvzU;~>Q zat`NT?@Ni(RfTNMJmqQ`vetpTVH@b0D6AQ+jpqCIRt|G`SlNZ}c%!N4Fj>n?N+#MU zM%Ze;WDe&LNXh6yN`@O;8BoHV(LTSL8=w)+v&0D&9u2sp6lPh@QS)`aJE3>I9^4=m zydpm?3C>lYeGJ&15wJ%=@<3>}N}=&N^8 zyX^_Qr^|h>ALaHwWeaA!jJ(XU00;a_ujdRgjj7T2>2G1zOFF6kGvt@rDe^FI?{)pC zt#^x|&sgymH`u4B@8_?GhsWuGkNj%TaPsV8-q@gP z(2UoIp9chkR}M+_4GSBU=Rya1L#~oASDSq$8%01lDkGtLPzAre6}pFGt-uzOwF$wl!pk3W-x%c&WSt`T%r}|hV?_xW^&U2Cb zf@Jp^YXmF6fE+)Z%WOfPv=mfdw|EcDSYiPj(bifjzSTP&!@&eVk)iG3h0xJLos z?WVd?Ua+nD9}@RAIH?sl7jT%7w0yVTYBe4vJ(|&>3&_a<$c1>fv|D;K}V1Ij2Qe9aJDn5kRGUti&!}n_{(yJ|~N58eBH>^D%t_ zq1e%vVt4`~pVEuPLDSI#Oyn+R@?Y!U>V3**2e?+)qO`gy2)WT1>PjToZRw%g5~oR- zj#QhT)%>C=ZXYPA+fc|lOHH8@+SqLKix9SMRxJfjp0aV&>3|kJ4TOO5HY5OxI-hDhgq`Chq97<8=ll+fTK) zIy%%2J?UMK(|uFQLAD|3sU0g3c=$22j#CV`k6x;GU^@JaC0pYI3TnKDp&MWPa+7|= zSRBUPmO&{jvQxIpF5vi5J=*B5e9risqD->CNothz161Ut5`f>V(4$VYL)r8?P31N+ zVP2#2GT(Gw=Kcwe9`s&wc!Q&>Z+KI1#-soAaM%ZFw}7`3H zK7xIzf%K*ONnbjG?Ms)?91gyVMte#^N|N7_;^5UniC4jwo4hYewC&H%s%^%?|tG2O;*x98M1Oqnn{?_Tg799|_;Fmp%boy@C5U zXA=Cukb{#BfA|l>W$>5h&f)Zh@N44pqcqL)QKR*aN}NhOGTPhn)>s`)6Q>YU8jWYrgQe1+WVkh0@&G*wadYd?Vb(M&Vlw*4t6{*8?y0V1$!#k*^ssW z4eYOhoekM^HoL(+0d_WI?PH*_Fda5z)7b#_8DM8aHvZRO-wAd$WbJF9@w^LmHe~I? zq0wUcY{;f>1p8xPXG1pr7hr!C>}<%|S3qN)33fJQ?PtL53wAbS({BSimNOf&_J4pK z?;|#3?IL)lpq&j_yD!*-!On)PT>*BiFE&Iw*4J9F`+%Jd+4wIw>}<%|-*TkShO8Zu zAom>`qFwK>;r+<|vG!PpjSX4*6o;J+S$m$t&W5br2zG3@Y>0M_gu~hHu(Kg+-{-Ki zA#4BGVP`|ueg*7UFKo!#e*s%4{IMb01@K)89Ru3gkhPC+*x8V^&jmX^Z`ly-c>Tp- z9|(3fWaDoKJ3g=2kd40!?D#xnL)N|*?0vw_h9n(G|5LETE#?f__$>}Q8?yE*V8{EK z4cT;lbHryuHogmwiO+^?{1C8Xe%X+Xp9uCrU}r-%eg@dFeX=1Ne+k&JoY|0#UkP?> z4{XTB-vjo+U}r-%{yDH?d9ooJ-wt-XkJyln-vM^G1vqTT#&_p4{W2S}@rQsNuZIoU z_{m@o0XrMA@pHhA^}>d1{Ka6$dSpX3eg)X^`q_|;{~Xxy`q_|;|1Q{}`Z;XK#%};S z4R$tU<9`iyctms9kd1#G?ARZ%Asb%^Hv!fc8?y2J9d&u+4y`&1mm+I8{Z%7m_8e_@q-=l*^rGdcf@By zHh!EVJ{z*}$AcZ)EgKR$d|wE5d|t638-Fv{aU8{lBz<^Ly#jV@Cu~UK;{(j`j~z2( zi1!=&@6YVNLS#&r{l~`tUprGG|630KGv(k8&mJ6~;lC%KUAw}44DXVOIJV5lSd>$& z&Ci&>NS8l9YkqM?ZdQh_Fef`h{=2^@e)pH?-~A=#cYle^m^Dc;Y-&bk{^G2K8TmQd z?D+-rGP36{BK8@-W1sjt_Gu5d$Fk`x&dn{#DbARsh)K!F)D|qvU<{Fy(3{#zXC-} zMkXAaFg;^l;o_w__?S37qX=rK7!G!R>~RcpzW9`kqWO!m;gI-b$0x^!?$PBW2b1C< zT@u~#p+_V(54mvR#TnYHtfh;V=4*==7eXEq9x!%0SfPj|nNY-#JV29LvNWggDJ=VL zh8_noIadsums5~as4dQMROljY(Ly-%VdfqQL^DN~ySVU4Z6TCHg5y(AS!*_qnn ztUOFJ!SShEM1>=oLNP5PTU)HnD1J(p1LyDhwc7zP@{9%06ymh`x;$;hEGFz0BU+x3 z3o#TiQ+wWgF*6>pOnksHt%oIHYDRIPwg8$b`>EU6*oHmB8O!mhdn`vCPISg{eCi%c z!4%mvXDr93?y(#dodU&_((RWRQZ$NG_#w6157EpI$?!vRw;vSD57Xg?>D_)HrL2(S zO`V;QIbU1U?N_W`a;?m5pAGj>@%&}l;`xgUy2Vpqto;0Ciz4UcFV2LAau(cZMZ}P` zc#&>?eokQ|Im5U~Q?weg zEiTB&T3k?6tSu-ePxtv*aA!r%PsF(MiyjgwJ12L30pz9onZ}KoJUNm%342Z`int7| z^BZ;}<5TkBf6JmXQu4+uQ$IEgo~_wA%jRe0q-8uBbgm?9SJ#d(GBz$cG`M->@h zRDhAa(upa{Vlx)NAzjnR>-uF%9J!bTxPZlr=4Xvxux!kjuD|Ch;=0`4I&D!=$}*_+ z;$l*!`SWvgisvuNiOea;j?~GS(!hry^UP%)*jbBpPh~{I?~3_}k-8Wr5?tZ3oWkPB zrIE{`=f}q~p&}kjbJ6?)_&Pr(8o#jdav@%>B0iFY%ui3wi_Fv(7S4xf97N1rq{S%A zPul!^Ojpr01#%_@b0SA9l4VCriNt<|Ju4>WNGexbRGg8sTo>KV01=j>p?fJn>wqk= z<-n9En|#(H-SVuwd67@%Xcw}l=^mp9nkuv?=Gr<7agi1(V0lL3^27}2IEv@%@}KJL zMRFpS#mB;RkN}DYzc~U&A!%Vi(wSJ!GHB;TSS+2k9<>A&M5?N5**Qv`DSf7vI?Kgb z>X>9kQQp$r-29x3<%^+Cm}?+WNr{oD(B9=*9cBX`=-rxn@d9l0#a$abG-(VR7QpC@0 zFt-;A$71@^8kqDuN9`O=*uBoUH2KWo3LNp(5Ff9Pd6WD9+B<*PxT-9S-xpiRD_N^4 zEN~HNhuvB50)+)GBIF{#tYj&H^&$(Uu(ZUCTnE?D+4CKdv_N}y zc6p&b|MsGe8BLb(I<+jR_ImIp(3zXlo zi`R3_$xNEeuF{d25h%NGKXfeO_*acj+rhse5P|jkYCVQsC$nubv^6r*LaLA7V<}nh z`=bTm@dU45L2J@W>TwqB%{U%`L!R_Q+k{6uOwG?Xl%)56Z04n|VX}`Yy*IW2Hlxqt z{m(Zpv-=8vf2}%ESBGXOougyxR~8;-{49x&0_2aL=uA84R5pgCsT1LCLe3l$5|Zb5 zmm{tx1Y|fS;rNr|365kq#^IBXKM7^wN#W1JUj%iN_^asen2d5q2H6nmLP@x$4tHAE z*T8*Os0t#`{XrgXI_^zn)b8)T= zS;P3B>oxpW9e>#ICyhU9{7=PY9y$}ZZ6QoL?t8|i?aA{K<4PCpy)=(I?v`=yT77qo zD?K82%W>}*mt$h`?KVFhIGKSsKZfi>lbMlR`}{QcePNfX@i_vgjBfMOStqk(GN(;u zT5{dyr)4L1-Q@aAPNr#@i>^EFzHzJKpcms^T`Ejz8P_H3J1+lrLP^azj`=~uHN@DU z-N%rw?o%1)+rEBWQVL};_h=f>Iu|2;VJ!Bwe9c(2vXWlRhj3pu?xN#vwCP1VzBMePiEL+Z8*>qy1;)` zI3<36sW+y5Bwf&f`3c<{=jW#XHCqde5B+~WBj+>YpcDBl%+{FFTh{F%@lS}K?2ZOl z6q}Gg&l)~qMtReAmuKe|U(j_Y>YkS~hF!Ak1YC5bEHGqO=KdlASp@&`qmYHjC126P z4dwd>rLcCevJ6UF>_Qz&T4D0z%`8hk8hwhg&~5SjRD(Xx`t#20!mOT(!tCXh*nfLN zS)7yliyZks7E8#>z`tazqE6U>I+YEiQyy!e?YmPoa=SL>=VsI>ciYMly?Z&K2NTC~ z=u-fniE>z9UC=T=oKRXd_Qg~Wtd!@Eozf3`#d?G+7C=2xU*NtfP{up+YFz!+EKkx_ z;(h2zeLU&4u6Mjg{uN=*$?TX6??95N>psc6tb6Q@cS!%@O<8|w3x27sxkvwITjbra zC0}2cm&B)x`uPS^rSfU@nTq}mt1tHNQ@Z0R^(FMBAxNWNU{mago_=q@yZX%Z#f!S) zXVuKlnlL|0$?;d#-(QQrHL6P9Qe{_#NugKRkO4-7o2u}la7ySE_GO?=;gV1l`h?pu z+=lR|{H<;0Lw%&V^``Qs9Xk12hmJcK=i!i{3;cF}YtZ>BCp6da$qc-1{??e|KQI1} z@w@q3OO8J!{yo!UUuCdgd-(AZ$`CHqLduZG}O)A)? zo4)$>vtdPcOOgL z;WzJNX?Vmn{+H%sCA}WT$4WAFtCOa$@F;w&lyAF_#e91i6@fG1vYwQhy zIQCg#Kp=LpDJ%(9loR%JSrcl4wlL971K$)eiO03RM1N23I{9Iz9rsFHmqJD?PSv{4 z4{JE?obo*~UN=8%-SIyVf5-UU{IEU8XCJ(3{BC~OhVj!r!N;%1Wkc%lAfIg1`JhYY zgO;t#XcPzIR2*bzp`>Z(R($y;`4dzY0Yu-I77&2V|3azZvIuB+TL-4`AsWo zZ@6y@^!NKdqf^?klS@A0Ig{(=Zw)&?v|(jcOy-jEBqrS9ye-t7+=nK2sQ!nJbAq~l zuy5$Xs^i`??zVAf#B2BIb{s#L@3dn43*vY3>Fzn15tErTnQ6(;Cp!6bJ}%iXxr)iv zBttz?Jm1G9*NmHdU*h3RYwi=faMk&;yT%_k+qV04HyroKxU3=AGsVp8E4gsjamyMP zqGYrcTx^5R_Jv$1Ip6ZEajV8fU%2+2To`rSCF2sqAz#`Eu6->R=aqD}vFPNkn_OyN zb@4cFQs%nj-8NqG?PZq88`E{ic(hrkI9$!zN0%t`imvxsWbXG7heg&&!tQ60ih+{Uzcq(yTOEDhg@(5448K)wy zMtStFq(5bIuO%<=(KgD*_!}RRzxbkkjHk7*rL1yGSrU=HKAx2IFg7SFA=!!kn(zBK zdCkkc{8s%u^JgWFuT-BOkGo+{@;}m_RG&OowT0zH`WAg!@kZ(mAKQSF0`Ji^|D3rQ zZjAQ8&aBn>o-*lGj_N$4XI`;<;aDuc z8MC}$ve@Mx!lvU|EWa72yz01b=>C@D=CR7qLq6b5f%3RNBT$d~3kFQ)cnKTBN*T|fF===Bt=)gFZ%NXZX`WJlz8OA;7&97s1PkizR D*!kG_ literal 137444 zcmeFa3tUsjx;MO55>`T3gm6&<1Y7~Mh=?lzxp=7wL5hktDq6I*B-{#?OSp)aUR+7I zd26G!7F)Y_P_)?E7OS;r-Q5X6ix%BzZ4dQW8!TGuv2JRu$F}bFduAmIfwu4de((34 z{hsrE%`aqTJ@d@WGc(W3JTtTA&%CV6RGi^qLJTuWFbwOL@!%K3ve{n@d(ZudY58u# zdmi^k!u=fW;fsI-(8v0BoOQk6_j&l6ubDTC#PZ6^YRXGiRu`9-VOdLcvv7=;p;?qc zVPCkm_^zwOnoj-o{8Rb+wmSu0SN2KYu!N6SC{8m!MfE?No}MLR6a1~8C9@VT5@9@y z!1x%B%}ZOfOoUNBZq9}2nOP!C;E6VCep=Rg@FQ^utmuh?($e9Ad|opu`irOWfGwxK z*c_gm{rcqz)ZD)>dB@xS$w%{}vBM9$1rd3Y<6JJY-x9>QV5lJ5e^ZdEUkeg4d%f;C z`c-ws?5juWT7M}XD82UK^ChC#`j4uxzLM`!+=6s_l9PH|>vFf}w*;~3++pq-dC(*K z@EXbewIIwhhl}(dj5?iQo&8AT59iXyeqr48QSjn<=f8ON%B*KHgWQ5x-OY`0jYPfq z`+_jTYUG@sn-dAL8N8@z#F(MFx}faWdXhYA-9&SN{H$qh+{dY6+V$KU%7Bu|Gk>Yg zdg{BiJ)ewo3zOwhR?3|+X8YOg`K?+R7;uNVYo%`$~K={@$M&WHV|ie?yJ z$*Hb1lvQC<#2B8+`F$`vjr03rn4!d2WWe}A7@k{D4W3cpF;wRj735=6@-e({WmQ3b zjv=qQxW>R%(UbxVpO;frT$+zf=z{D#-jk50$9sxpFqRZoS78&*u`Hg4kGb@6iwz*v z0_PuPaJSEYi+0EZXLC7hqc@P|3S zFNWXOt_3;yhH67j^%`RVrU)OdWVt2fc~9n484Z@C5A7&ue;j&x(n3%3X60;$56GVEH4L=$OldR1j82Q1B(6%WmBmEISd~w=E#E?Q zc0s!9DGWn1wkks8P35LziiuH8QpGs<34VaAYq9E6^OsXm`DXo&NX+7o1qx2e@ziRf zX(6^dRHVbP1u$fzSw8euLN>xNVrxlWWxKK!%yMV#Xd+Xtius@6{Nz$FWAC5P*OJGn%0I&OtflsLt;}yb+T|( zw6L;>|4g)S&FY3VMf@tJA+e~zXcJar*EHeRo8?$X*rjG)@OR+hE=AbIKKY2G8rRqw zjIxH6Mf}y)22?JYaP4X#BvsKWtfHZqY(_nh=>SGu2YD3o?&jaBA`F`i^^B&HKr{Tc z88d`y+W1q8EJjASTHjEKO4v{VQra7mZTut#z82s27D!4lzqNW{wM|%~79vj%@wHUA zmOhlgGr9(o5-7?RW-3gteS z)ScmR@2HUggR1;YujWkY8Y1 z39)R#`@d{zMpnEEOjxN#$)d*|;wGB~qy}Qo@e}!P)zoj=hT#dRvKs%Ldn-q;NZnbF z`Hzt+TQ-cwF$Nk%4SyKM@S_q%K|cp#SQigRom~|Uy~sb)y2*R|Lnj1Ub40W$HM-%} z1hvT=ZOxV8(fp(S*tr9O2H-sa?Yjruco8G-?2{J;;WHYw$+gZ+sSKzeXmSO474!Q> zD!I)_;>px-(B3o6@Cib`8nY>M#+{mA{%{dt|y=R_woybR)h^0h^#tGa<_9@n|20N$i0r~{n}}b@aWuhTnr^`SOxOHkOJdFlWF;vQppXw zArgXA z6;OfM4Z;6@LUKdz_l=7fp!}}Tepe{JJ32|3RPrS)fyeJ$#MdrKzfN+Oj=X%sfCj_f zzA-lxFk*ytD#D-zuPMeBQm;-srk&BwPuXTk>CQd|tq+A=3vy;OtTICFHAt>VB?GLq zf2SqiStYlj2BK+EL$y_yL^rH8HdNRes#gnF-L0#F@v0Rnid~Pbp)jl&bh9!%gVHvV z!QPds3@XyJY0H+gX*Owe{&b}(^*O6z_ceMqZ{xY_UZPYd4+?#VSd=!GT2fG11?#m{ zc}0dwn4H%Z6jmBa3nm%Mi_5BE)-SG%D>ban$uFoW&I1ErWnm%kb5vOGRaG0xsz=hR ziz*8Y`K)>HtDu6_)hjCt29rRHIjbs*!Mdm(5maR;HI_hb8Y4JVDVWM7RE=9&Dqcma z;^UN4rclvrKw-h8LDGbIh!x40S6*r?E-8r1FDNUoEUn7PFRn7=mJ|#PDl}A8=ad?% zi*gFeeiepl!d>K?!U8bRJv`XeB&clo&}K{&DcTTk#>hw!rZi(gks<~hIXtP%SQI>g z6AMrAW?B$WK8&5F)65A@+V^jyGffvyF4CN)Gl?lqI_wkDS(^=n%G1*5c+zkCX?5(f zZKtJlyx=rxis#eLwl^IiJB3F1hZXK`E=An`>eu5T+1tHNX6VhT+`NNNRuw-L`9|Kv zDrKI}v{ypMeb#>FCp$%U>dA!$6goR{V%6@@ag=3w$GQIHH%|3mJ$LD1y7wt+Ut2=T zn8WmY2amQLd}s3esv}1ZCB3(R7vD7@cHWtS8*lo?ZGQ8{fA~HZ_s!|jvTc2259Pbi zd+rNWODDciH8C%ATs9xu2jk>8s2d+~Wi*UG!nN7PCeV2&^z@V-r}?VeqZS%x7!$#a7{Ejnyqeto{0K#wsEI3`4B#>#WG`?llLSH zjB=RMFH-V;1NyyY3hyw;dz$54?ha^h;C{C$zdoHGjLE3I&cZqxZDjk=>_~NF!?Td)y8KRsgmiDqjG9TQrJ;c;xWs4S$*N zhiKXGhd#(f_F*G>fDeiX)r0xNADVwqJoMqhkstA+568o~$ace`?uT(aEFEM*pU1$3 z*$v6|40bqoHveVhVy{eR0omb>la{z3b=@_%6;R}Qt0KkNee)>9a^5?ob8*PwkYNA|JY zV;@%{`}hg7ddyXkRU=S0;j%PoZ3?eQYLZ?R+4WL~G#$%iYy$j@UKg9dXne?ZWuWGw}c6s3-_FDr9(E)DX_U{UUYW7 zOwyo@2#MTtc0V1Wk_cKE!`||6WGsW(?(n_PEWZZkhQ{xB*J=(_0o%4QLO>u3auchYH>4 zLTWCw2VpZk3m1!TtrYvH{zuu*5U>u*#0U5;Kg|1&1&ude#S}+@v4}pD(L+ej%=g-(?nU3{= zv585)u}W_C5MT^`1=bB%_Bv!9{+;qGHTr$6Mkcd5yceh2ozo7PlFw_Ww()1c0Nu@3 zBZ_8fJD5w_&?f%$Lz-!|Fl6)9U}O4S!K7f%mbxT;F3ESlDGyj%p`egpU~c2595Ou! z@*HzcKV(X=YeSJ{@~2`jKYXu~V11Im_Yi2VfMSBEM#+exbx!ZmCU0_1g`$CZ2qq^O z@?Z`lX)SI`8D(@0Dq%Gyh5GqUD!HnYKwS;=5biYrhRpwM{5Hiz9uriL)`vq^ne2kt z2zIonVGWj;UyoTkq>`_pekjTJdX&^HSoT0+q4wA%g1!ER3|lDcP@tuDXLESBLw-sV z4vS`3?}F_KhW1sw*QyYx#oFYS;c~K7itO%M=X5Oeofa&^fDFurL}>#oC#zsFUBpK# zY%qRdfzl+@Yxl~q31puY$#7ZccU3O|;}@zOY783pYpLWrtfXtSfT~l-!MMJlmS126}*78w3&*6n4m=I8J@L+_+hoX^L~n18__x$Oj%(XE*YR9e!Yo; znwSq8DyXC&ZSu&yirjD*drug`pmeZ2y4EZ|VG6%AygnhL+pw!K9czT8z#0)W)^BZ} z^s3dkS{&M#0WHf{_+k@EsPR0i&R4J))qg9A>VGt<|1TH9remkxVw!|az;fFhC*93) z0ZWE0B4#EQW%EmvF2e>KL~bBc;4CqE1_X62f4UvI68}NyO6M)pHvMMbyb8UkM{=cy z7#NVi+6b01w=kF^+W7y!=;o$t5>(IOe5mIuKcR}lv-vQ8d0(^mN@VvC0Xu~2#mrbN zK!-om<`7x1Y-R;Nfds?4IvivG?tlyZF8Wm4L$vw30ch-4dKwCg5Bw4gf^S~RlETp&w`4= z@=o(Lu1HPovTlh;txXp>M>lBbZi%-Gs~c61+7!bm7ZVonAugUsqIDB&)YhH19r4^IcWhVg>{-h-lmP&xL&v107fJ* zU_42$qOUG3`Yjrs&_WIu-mqqABZ3~0!4oXF7=~YyaZKUAVIm1nAPFnRf7(RHM-lD~ zL?q|dMt$vNu?0dQ2_(kshv?LbIt`Qp2uO^m2Yi~_JKzafuSksRFVqbeqgkwtetW1G zMSCK*KO(EeFtbODZ_oLEG?7fjFi4jb<0ZogG0xD##W-0a8zDv#Ib4iep>?{)ht@{( zneLR;YGdDKJEqGvpcaAB zqdI>#Kp4Fr8fCD~&#lLUmY_Ee;LFze_fdrX9kCXr;7;W0z1>*$5`&0`!Iw?s`^Eg| zH-;vX<>Mc;Mh44xE|GWYyf;oKK|Qz{`+k{VR(SpWhFkc|?D_y7=lzEJx-&|@Y9^^v-1ImkKoAR6{o56Xcm%Azt)?KGpXWTVDS+ zn~6`MdPg-0ABk+?`Vv?1@WRB!x?x&O30RX zLyg7Pk71t&3-bL3n%%+?`Ck4)|K-ShKQ~(c0r`rD=Ict1w&*aP3sN7V<(sewAiyebSRvL$^J$*$=U;@gbi6v9+%O7{4Nc}>H45v{b^@M`DaQ6qxz(pYO21f zc*z0(P+5>gCQDl-&=}CJ zo;9gj^jNsE4Bn+GFU#SMt8&ZXB}MeU$>1wiHRZ+mX~Ryf(Caatm$FbANZgerFj>QEG~-is7(nkd{-8&X<0h$_9C|8zRwev8fh0vk}+SAl@W zy6zb0jWrOwytJ&?SdLy7q|h1VqGEI^NNFcdq_R>q8dl!%HSP%(HrKm4M5!^?oFcQ* zCsIUA+C<6T1!`}H$XtO4aX>f%glj;+fp7u{wRrd@N?;e69YD}P;B5%(1HTFU_aHqQ zBDug{>lAe;gpr~}(>76ZBW*UeJ4C5=0vJOefg<2&1de`5q)4kY>o9znPLAw5p3=pH_%PVM$$){51a7+=#$4bLtt`q;50|z45d@;6W13QAM{rnQBC={Xsy3wg--Z7CW#NaY$IwIF_4s!i(xKa zayOVv4Z`C?_h_eDT;cGG zCo2``!G7FpW;fmA_1J)uOr3exNm{}?5#{1>L~%}FANprKKHxmfr--7Vhrr-xh@CPc z91FXD@1GAtkbS*L)`&lV4vkT$eLeUG*~(nR{jdJ4DI5-y&kE-C2tpcb=eOgJx8rl* zw~aTkjW@3chu?`!<_S&k=>A3YiA}tRgw<+cnOaz+Mjll_lWkLP?~Mz~FI?)n-g|0! zcW=j;tLd}v^^H|WM5X0MW$cQ|j2M-e_M;;QGX+3$Am$r#`skx(4UhSJQ*Da>r#y zya;F5FTJZuc~5nC0q@Tl6H$u$&y;S0B)@s`#_7`M;<`7Nl?7dUz#b9XnH$@+E4KS` zY){0b^SP6HcTKtoX2t*bGwi=X83F~GShPMtnIzgRB|i4m$V9*Pd6L+D!|vTZ{%BS^`YiRFw58V8j*^!x8Y||fT1xG1@M*)2~Y-_ zFfysdluE2RgfH(QrhYC}JKJy*OK#Jo5>IsE%cVjfX9D>wkgX3(1tu>Ih?(mzvU|S- zo_x+z2%c)^xML1TVYCU$OcFJPLih@Qk-D%xd75ZNyCPXgHQ~G9Y2*hvp7uXv$ zXKUf4I<`Uxd_@AB&ebI-M8tx*?I4AJhz8pv3z{b~Yx)CLKoYg-QY=KuPX!%$l%T8| zCuyZ!$G2-l{kb2}g31F06z@o{D#*0FWWpvUuJLHEN{&BPGQsNhMcE~h-cjm$?ng$i>H~Z1tbgtnuWHTt*{v*736(}h6_km4?P@ttnTg=g>i0FI2FsYQY z2rHgr6Nz`J#Zu`mvM4@8{pSM&1#cQOCTy2tkyw?e%^pxCip72MyzTUM2JPGP(eaC4 z*2}oem-s@W1vOwi%`%j&p*(MOvG0YHl$RUhN>^4@8!OA7K-Twt>dLap z@{$rToJ&fejK1MZNZWzXV+V3Yn?HAL9%U)IL6q;8rROEB&O5FSdEXH_vHo1I@1<;I z(}}Wy6C3&xYAi`h$W}H=hC9j%Hp&tdrOqDm{(;;gH~mSL{y3Wy7Rn~o%O=&uCS^!u zlRCsE)rz9{@^fGcERo&mNW5!s8bc2|{6dL|ap1Rx9s$4kgI?*~L4Q6yzl)8Yd639IfZC%4{ny`8$atuPqGrv(>?SQUG8~W$}`w5 z2k>6Nh?uzXI&Z!0@;khju!WD_Xf%DxP_jnN%x;bPS&cNfXxF2)i$tQyqRSbI)`?z* zw}Mjf$s(`6ETX)Qxq@!j>klN?g|^#*Zf7e--85(Qgqp*&jdhD`A5)DaS)rw>NSkzj zhs->wmH#fG$=5fA@^<7=b@s4xD#5FWAR>w2c00Dq$0;k5@>ER)vfhY{Gt$lw!4{K( zmgT#6-qDlEympPKOTXQu-{=ZaS$z_k@~m~Pv2jZN5jClQ&LHYC74fAoVjjXQOY7eh z)rY$JV(t3veYDx%V#YPJ?dM%n;xfGdG_I&HI3R!22`L;@se01B5d9$4wJGyNnyJ-{ z%g+(3QRz(HjqBvW%WFDq`cx^|dcJ+LPoa5s5@u*uwEMu2*tTBZRFJ*RbttjXpTFB% zLo=3-S6lSknIlS_MW&=*mJ0aE8NP|4LhmM%*r}^6uys(vS!1@731=sz2DT)})^yre ztEFV8J>j0B-8?ygKQAhCf1*$KbFwHM7~K;- zTp>39O){Auu*v#~+46&e)9T|b!unu3lBgG$^_1{kMM$&e8(ie{HLXCC;xd6VmVZUC zhIskfXvG6OmA_e5CR)ZP3xf|mU<*<-_SL(l*qM@A3aVqBcU^~5N_Ca#twtUvoJoIZ3z(GyIyuo0cu)`+a~S74 zeQ_;ukhG2_v!r_iCj}Buns891X?>*5Y!Tb^z4}ETBazs zT~XvmHx=}}&h*q$FgyMy#(yW!+@%iuM@p}tL{K|kP~mu7Pt<30N)HM?ReSY4xEQJ! zNk&<&FVu$~Bzr&6D??<^H;yjSo0po&E$0}fubzppEG6dp5HaM>M_wlRKiV-;9t_ET zK0&S_&W9yZJOb}=`N^PqqCgG1+Vq`vD>PHTD?KAWt*Y?$`GwqD-IK4NN7w#X|<$V%_jj+#B zzs`f!)x6B$jtz#)q)oFaXs)eL+FACEj0;KDxmZIc31E$*TK$;%`&4PL>~bTPPHrLu z4os3>-~*OMtSL#S5rvI4R*~2I&v(hSR^slKzaHrI=YI*^MatJ5c^>)|Df$QXtfEm< z|NM-rdDiA4zaN{*M1039Wy!UZAIpEYxG1;NRs?l)QN5)8HvLMTZN0x`7sNMOmZhYV zHgAE03R<=&ZBA!&X01#R=zTpeYw8O{&#NW`E)0eWH(?nCBJ<_rbk}33dlij>{%+*| zEZd@~-#0TO|0pi0H5_dYXgs$0lfqqG()^0xTO|F;#_{Ro1}Ko-_tX`ck{K@*SajE3 z4B6+uyUjmWS`rn#W$D+MyJlYRPcJIyWkdoVbj=80nu)!%bUoCCP~cFLpYBQjV5zy> zwu?;bc%iuz-29H+&6{r@r!xvs3z12rNv8XV9e(5V^ykuhC+UwcqEOlcBa~4~0qr9_ zVUSw?h91>%di9f9G-l3h7&YNVW^Fwc#{_oUK~HmOou+q*EFqu%NKNE1dinv-PX$fo zQ~Y_=uUQ2L1qH?vui9ah-{Oe1$eJ|3-}G;?*aF7!C%qc_?tF(xWxEMuL9I7$dEW!{ zMQJvqr6cmCWD?`}3*(68hwRi?zc(~?`_5}AlSO>14g4XrzU!BsG;^b3;q-(pMep=( zd-0Q+@y+AERK-QSFzKBOXQFyrmd~%tKRT;z)ZRyHA6j+tVOq{Et<4UwGO(x<+)FSLuMLbL|rTsC*{ zYT}1?fkgcIRmZwF`J4STy01~?>l5`>i=r_20=!v3eyTOxeRof2w6I!CBT)@35uG3*@GG_H{!b=8y5laNrSLp`hh zmXRp9 zys_LY)?`@;v(P3pjI-BVqj=ZHnw!QI)tSVXr)T3EEhcf~tZY;NWe_*if5`xHH~KAU zvn1PoLPG0T!rbMM+@z@Qm1KYdjU}+gp$Mn%$?LU_YUjTTI$|ARWLBnYiO?L@BlbtS zI1O~sDqJm<`uYn#^P^w@c#lt{$Rd2T-2pf7(^51f9O1)oyUr%W{~^^tP5dlZrAog7NIqj1E(n0B1Sfgo*xcs~ zh31bnwPq7Lw*?D=vODEk|Mqz??0Aafh2HnDuzBw0dQzINdrVvsskjbH2or-H6gweAo%(2+bj%^YLNJWRyQe3aW|i2K`l(dAN+Q{v9z-g; zRjsKp_fi8;SVOK9}%jihbQfE=XB6#6*`)l}yCvke-0EHB~#q#)_u zWMd0b5WW7PB&ctgl>%ap&JwN19@_Q1-eq2RZYLTG1ZY?iR!U*!f7f5~V5*QmDy_7Z zzq!Yu_F53yr;n_LZgc*jB-+J(|71HTR_(9}jA_jnnK!a|Sir6vt}zEo!7@ zSK|}63~F}Y=n@5}?8iC=H9K-`K;eq*t})Sv zK~L;sKu?;-v^)mUuiM7-C-j15dwVpy2A3nvewhDwktK)v)}z_c-!Ec1Q&0)1+aAr1 zS)ZjoItw&A@b@%(321ipSL#DSk1n7)>0Bm*5{>>@Bd%FY!uEhtATo}A5I-^o+FFDM zcf-PXvY_*EfpV@Cri)rka>(EV?pTIj+S{S_!o@D^ZPTQlG8`rk`y+bwy;)!c@htBh zg^^16dC$X|vy(ce39=q%U?R1Smg&~}!vJn~y;TPDab}WW+~VqujGyCc=UfL&>o6s2 zCmu^xN2DW5syB*BsZa9mUGZGsyxNx{?y5HVG=gmrg3Nx=6?ghI3m0seIrM|xNQ-2dXrwvTVpwX-dQ5eZfjc($P z6J%QJsNPe^a3meE_*61$`Ex0vuheVUqV!N;{@Z+EveCeMxzx-^v}WrJ?eyZo8p9Wk zA>@aeJRWvc)-(R@o1B>#^wS&bcI4?oHHR9{i*l{Fb(8OmrYo7XtYxF z=BR-eH~5B1Cj?3{M~J59)nMXmFe-RFL0HIVsAc=6bV)aFUokJ~o{7#(%H(Zn95e>c zWOga-B{46{l+ma~l63KTo!HA@qNZxPtLMJAVsG!HTxrcj-6VNvBDG>X#rX3hc^djI zU-kZhSAvyvI7CveK6vrej-}?6vTGFoRh{tOTCaOsEhdR-zxdZ;g;#OQOMOl{nps!)Ri#V^4Ih>t$p-f!*1Sq70xYaKTP=LV9NW3HYi1 zfCxTEl=eL7S*I}PFOz4YFADOKBV?05oLLxrxp}O4DFIgwlOmo*@@m=(Wn(CAz0$VA zy80yt6k~bG>)P!E>Fky$8#jcGKJAmg*BHK?|z`VKXn<6|%{Zt?BHg1j5Y|F ztU1OzE70sLwKtmlVKl$zcER-KFdjA78CrGHQB3|%#9zb9;d2gx7xettxgJHOZU+o`dI z!ME|TQBj?~d|KzW+XtZE{shyRZI#|{(Sv&X6KK&{iF)B|_mpr`eu(#l+ioXC%*j>_ zvhb0$WA*z_sVl9VhJhgqO_+Z7(1aNg?s6XXleL5p(4}t%?Xpc1s-$Ugd|1{xp@LwU zIr?XZP&p=F1BR3=on6p%%)HB7HT&~ha828Q-;B1DR1%(cvrp6QNA$f+G^kMhrxd7= zl@BV^D||+jPLi-TQ%jyMyOLG5-8NQq8(9ENDX_X#d#@8^+!00eeI%VAFV0NKS* zca?0V*vhch!#u4sldq#0w-eJ}E|)^IYKTS$M4%0l02poLO^<(mHf+aOG;%y6B=SV# z-z)#vckLM1>7NCMy__Flm#^1jur$ZN0d=&@-j-&4Y5Y;m z-6IUo*))z`Z-N&ry$||jK;kw?{2FubL|hm4ek3u+%d9v0;L*0Qm&O^Aa`iCt5tYVg z4<$WykbJ-~x@}g9TfBSmn|#hiaM|{jyR+@~dgh^-ECclmFkBjBxawwb`Zs;9tWvOR zq^Ept#lbEVY!5P@ZA(zX20Ua{=319==kpccK^Mjopg*>mU^hd!%FBP1McVl}R&z6H zu6=aB*<@JW_UzP)($29kk+sy$5hPfE7%g@}OrhZ0-7R|I7tfUyiy*kuQyXDj9$2YgTzNh)x7PJ!C4)&T} zm%YAgTw(C?UE>1Cdw%@;>*nlix9Q&mW9v(5ffpZb-vptt)w>DCR?(E8Ww~p;$+dp& zv30h4Y|YTZd>E}EK0&)axfrdODS~KI(fI29(qQMfNcTF_LNNTB^czDXjU+N5rO`xv z1^zU*r{j0?Q{?_pJBl7r~^Yw`7qw|NgU>_Y0x0|F!Slb-HPsexrMbg|;jv zSKKrQn3T2pU*eLz*uA0skJI(K+j@2}B;%d?kf9pK@{!@6p+x(lJ8bKj+aTjo^G;cr zEK`Z`SDa+rz4n_`^&0gr&>&ta8SJff9f#3yic)9jZBYlFo!70pSUWFDR-4P*@3`iP zPixp&AqxzSz{dT#aQx$IN(IYg%9cQ|_3@X?^D>i7xQuY`#ATSt*10BMZ3rwLHQuT& zw3i{}Gbe)y)ODYRuFC`_p&tJ<9aw1$tbPIYw#MBJwztB~T^-Vg{4|fv5GXHVLP0Q@ z)QYFV`5Zox=!mtn(!D; zSzzS(&9Y2n%d(RP_UYZUhXqdG{p?_mjV|%;RyEDawt+Po(}D;0lz8;L$!QC-xGuOx z^I@0B+o!&1oOGi}%+IWAYwXJ1ZiwyTIqXq<(#}}X3j0-Fz;fki)_Ux!({H!MN=+v* z0(QOYV2#;uL9p;` zj_rzQDoFM@+-vEpuZ;Fm+5Qvh`Mld-4Q$ZNAsl-;rV}uZ7kc;P+RXON2V2kQZdXh? zf4SWrjzs2$akV*ttg!iKpiO2+IP}GLlaG((L!VlKmcKpbNg!IsjB~lmHu|KgSkcVC zBice0h(^glG{dCx5nxxd2ATad6=ivZOrVHV9L@tbMA&?G!GWFu9h8|!bWqmC9>Gmx zPu18XIJE-K4EYn#shYYDPXB@qNPD~%z%ku3qO!b?i~;E6Eh_?@yv-LJIZz<=`5KPt ziu?yoK*mu$aHcm4o$0ls1P8|84yr-I0*{@wEc>6fyNd_W`4IEDE|837J|pAi>(VxDpSO$pMg#;vq<9;k69) zm^3(S?1^fJyk0@)oU30z=Z7^c&%>ysZ5t9o9wnAeSey5eZel=jNpSBtbfoz{O0elA z#2gt237YfWnM&g!(+ToXPRl%W9QvO3t=zeqB>XYyN|5IjbWFM$@${7= zp2qo5t_^3subEq+qOPMXvR{QPg5C;rSLWy5m3bdw4{FLvf=@i)+B`}7BdVY5KQl>( z$-hUwcw)O^o%tdhV?JyReU$JQuZEgWMU}ZQ8ZrCK-g}_H-i%~^FzVG4+wn~((`^gT z0cnC5)qMIaV7}aXZSy34m=~nnz8j^yCI~gt^N9KOmRhKdnZP{Pe-2xUJsEr42fydH zZiAp46!h&}cLC|wP+ngLq565%(Y7r;n_#s!biXD7XH{vEf91UrK8J%Q|{n96G5ZA)_KmQk0Wh4 zmhIM-j##8oJG`KE8V{lZK0W#(2>&;f#oeXQ${S|-ur26(-RnKzc^B~<8V$$kj!#=Y z=~XeWbV6QLKF~T$87knX^HxBGAA_^;0^56t`3_<>e8E=uqeyL157^ph@`>22GRqg-NZAkeul(OzAlyc={s5<`NXSW^LbN4Uqk~Zd`=KkIX zO4{=*N-&+a=H`85HEZlp?W0NFrCya?Pn|rmJ(aMyqx9=h$2SNqNL>vwq?R%#dPiVZ z2%Oa;O*XQRmM{V(I6$M0+0(!d5i?2DVePr-Z35G1HidRJ1?)p~XzxsBquf#=83vwb zW!S>X(3Fp4P>f>_|0f2czR8?KQ7oARY9N;ijTOe1O$i|Or)-qYLMc>*DUrV(y7}Q? zBxl>-)GtE~tRqlus1rm`GxRP~8bk^6ZTYNMRa=arG-p~+O%{b@96C^N_hS@AyN`{s za0-fIe;uNrqjju;a^G2Cu^^JJNE-8eOer6rw`(vK4?+Vk4gluD-3joF?m=9D+bQ1Q zX2Kr~rNi(b(7Anv5ct9U68PYX9rif9L*NB2hX--jeR%;W?sIN1EMIv zlz_Mt&^ec*&jNZd&^Z^;1;EJV#kq)%K{|QB-wgbm%hKUJ0|5wz@Xa_E(M2Fg2+&dO za4t)Sbfy4(9MCzJqc8LDb1p|;33R~X!#J0tn}Lo%J2;o4TY)|q=$y;Z{|fX`K<8YJ zejeyZPR`}%e+N3smvcG#Jr6(Ua`Z9KR;WHXm!s1_9|v^K<>-q&ZOgeV9qO$V=o!Gz zxg7tyo^&{uqXX-pULgHIbjCwN&)gqJNB3(GjdMAAmWR%{9Np-lb1tF_K(#jk9hH}J zIr<);A&e2uMRat>r5$KUr#Y9SpYqT-m!n_w&^ec*-vm0s*yCJ|&V!C513Kq&^bil7 zb2+*S=q$#U$K~iVJkOlV(KCQfLi(J`(X)Ua26WCvbW}eT9y;f8^yfV3a4wh5%N{!C za`e3(I_GlqcRX~?<>(&(T@3PYE=TVII?{8_MRX+RmmYr3<@mqx@N+K5k8YZw^f{N~ z4*)t!pL03>NkFH7&bb`_JfI^zQro=Y@w^RhB?(zQ9W=g-c{ zQPOlyZqBkP?2VLRAu2kjFlSk&G9lH2ZR^IGMWlFuss;Qv&lMY%lKLx(`}#_b5$-QR zsUX%A4`pT9eOd~aI3UmE7neN&Fm$DeH$~&gbT~a}KHS*>U|nEInm6c8=I+MiEF1I= zFN#u`Qw@RKU78VrGz!dwsDp9==Y9YDoYHc1!3puqyYEl*6la;oGdxjR#U`5QzRHuc z%;Oos#EO-f=)Uy>Om5EzCbxJhuK9lJ4it!{ivOMaR!D3Vgsu$bEK}0=FAxpOX9`Wz zN~8+P#F3YhhVd!gT$!9WaY>Lt0=mnTvy63yajTT95_!}s8CaF^sX4(jh_=Y8_j7M^2CV4Ja0hh-&oQo|@W|HR?7I1ld!?{@X&s5HZg3lcmqRLr;#GMZT z^M?f}-2w9;VBW9*I%mbNP~})co*QeiG7j2-y=aCY7vZwr+95aKxC?mfAW#ff0t@1b zlhLKL;;Q?1+6I~O3kr+Npj$nZ`EaTxGbg8NWp2*woQG!3n-|9pD=fS}2uSB3RC{)i znVnWNt46mt1$w_5u`(-XkqUi>(ttsk031WEy)B}FL#YHJm;2nbnuMIv`O4&x*Y3(I zX9M>vWde8C&wa0N*2wrP(rV&!R#aEJ->NPK{K(?cg1CaR{5T`+E;M8XaF*3^E8}WZ z#qlb)t4thzNzaXmomXyLlcR#D%HrfWWBhN#PfQpZzqGgv9wAYb*s3Suat)Q0#cnju zCkkK~=59oK-UrY5?OTb%BpI3pCwU=AUZ_lrV_kPJ{3#WblKZBgn$TYN_&n5S0$9@^rqua!K#)Z|m| zPdI7O#^aTalBq&JlX`4CrScK`!bM8jtd<$lb_LX&3tG_8|4TpznclDa+rwFD@&9@wfji^3O`$j!oCMDqLztEGraS*0A8^ z6*d;C88G_v!WlglK!C2H8az4SK4UIACs4p{D&40iW+!V7)%0l8Ez~KX4ZR&jH8(fwMRaLh=us#sA?ri)x9B zkqrESv-k(jBJnSQQ~d*H@eiCu&%Z(WANRjY{_AiSw|a0EXN|yF+`t0Vf%VP;)J=C` z!x;c)ao0$k#n~fq7VRT(7PAeo^gvtg9M0nYp#X;nXK~30oJD|pgxz)6C}hO|oW;6f z$bx{g*fA1k(NL#xpEGbci)|eg#$u}pJUENP#6UQUZw?g$;Vdp0fwMSwB+lY+F#u39WakvzMG#{+&f>7z0G!3)VgSzKo?*2CIE&|gg|nD75@+%C zp%94(XL0dJoW-rb!dYB65@&JW&_oc<;_4ANi#{W97QMpjag2esM*xQiXYrQU3C#)w z1PO_77T46l>XrfmYB+?m*wO*&0^dQLMOF-iQ^DaZ4i^J(7PCg+EY2B;vp8-f&f?{v zVj!Hwijg>r?H%-eF%Zt;@{u@;Z;ixRd}KJzV#f?O&f?wwr#Oq3`D_)UI&q^ICKLK^ z6?Pq}Blu(C7+0k6Cz1>XGJ8IN+W6vb#}Y!#@<8pu2hbCDeQYB?#Y7C8s;F5Sf@3@q zQc^ksjxlDf@5@OTj{=^-d>3~S^W`JZ6R#IolA8Dwdqe{r7Cr#S_(Q4gI6eZ7u`sFV z2ILD2YWM@dM99|_n!g4UFd!U-NGuHGJ>OG$fMZOCM^rdCsMcp(apI$)An16`{egnK z^CdRw9t_6X9R0{DGhN-x@zL5PIc5!%r*{uV$WtUiK^e#8Lk%{6vkq z-as{~raz4Tft~n220PIW*$2DS2zl`j@I(X``F{vJ@n49WNUU^E>402l?+|rFy8t)Q zAAk?*V*#e{AW(Y%32^};ARxu}fZ#&Vh~h|5I^ZTU9ByJWa3I{o8xV*v6cKJBU?{S< zi64L;Fcewb#E${e@V9Xj8Nf>H^x!5UltqM_SfA|1O;mEYiT!Te#B>jCqQQfkxYL81 zc+HKQnC`(%Y=+>a2sd#b;3l?q0Cb+9m3CUiX24C{-(dvwy*JbVr|66c+7JI+O-ul8 z;{J}ah|IJja@5-_ZsJZ}Y$xC*M)>TL4#Q16-oZbf8k4p#Ci8XmJ{C7o7c*TK(~=ss zr=vx@&5fJ*Y6t(-p-dM@KEh3WF1AGZt@<6Sc*{07ZsO|$>I3i;advFtvAlyVUwj|L&SmRna+(c&_!c9CR4xK+;IvJ=LuhIK> zdpx*_eS^4(f8lTwD+X~B!0+Y4`PCXDfUFoEKCY=S`#18;BQR?$oT8ksx z#C-!k@j-onn`jgRNddTt7ds|*>ox&y;!zaTZ@;2RX>yXsQ?l1G5@6XP`82%M2`u~h zV~87w=%MYV``_$pn{a!9CP5RJ zU?L)#1Iw5(WlRA4?zfBgs{^ay*Dl_x=f3PCqS(*kVLhhM9z3KSc{T~gM@O=lh=-Hj znR-|?CjM~S!6OT{K0DB`4qI=PuHQnf-9Ku~xzEKsr8}Jr?3VEvPmEAs7yI%?Qy0!k#*v2;L#sk#Gcj%1=)f*4# zHomLhc=-Rjn29YcQeqq6Bc5k{$G|6GF%!GMm%!p9o==rx`K-?czHO}U2Ka_zCe}_K zftgsVrLiCuGZCRDrm>ibO~}V$Cfc-+kc3hH#~^0nC%j)_CN?(w9%ka5-^WaJ_-Qa5 zi<$VXp9zz)n28DiMC@UG3lKEoZ($}LKmosnndl$*o0y3Pmi#Ns!~;N<0%qb50)&~U z=b#dYfhT$}6Ah#9VfO0SdGqDk2CUzps#LEaXu>vp?&Fz4hs6m*C`Zy87 zOmu+X>h?z=|2DTj7W~0GDY#v+Knj;LCbS{U#9p{CA-;hy6Keo7(R_pgY(%416<{W^ ze!xtu()1wA#H$E15v2e)J8(TBM6enz%2+VCM^YknAONi={k6LGku zafh+?g7709$+NiK3gEQu$}etOJ=K&d6s1~C1uvi{eVfMp^c{M#9r8Rq;azJI&lP3zWUXyY>T!%o{E>J$ zFQe20eIONbq3hI5TF|y9~R#5Gcg(9zGRM74Drl0}yB0xkuemSTN z@Ns(b>ayB>7HY~xHKbzneA65Yf@eL|h_@=^BWc!s z7({+X90!AF&~KztwAK~q(z+e4`}#!L-lsS95ef>xT;Q_hlU?e#9{qEQ(dKpSon${x z35X>MO1RY*!Qu4q;7aD<2w54^a1h-JcEW{cF#xGC*EfFBPK{f=-L|73!@5|ewKY_A zQGt&|_G{Iq6Ppx*Yk(a&6A%whs*jJOey+&Ze+Jl!fPZM4zdJFm$$R`o44|uAae$BO z7;iRgH!LuJd;wjOA1`pYeCK@WYhKE`dP41s?$!ga;w4u?FTil=0RThm4+D!u9`snY zsw-`bXrA?Qn+JzZ#Q%5zde#R$q-qP@d?7Y&TCP>C5D_*eBvKiWN>^WIBzcOEp=c8Q zrYD(n51NF*7#da49gx5u^+LF;(C)?s(8#;%i)x8Cg$NhmbsX*y7yFY3$!&rC!TGy< zYIlkn(^wEfUj#za-Dn9>Z1LYQuD3okKXMj=hWLp$m4!geA75YL$nad3KjwJOeH9+t zj3v4u5PM#MyYk~acjX6&T$LMhB*FZnZ3zOG)2z;wxi8WW5JeGeV6*p~yyyC)Pg{N# zAjD54&R30cHkFB1r?pcLM1im-gkdR0ty|0^`eW*qpVQ+_M#uaNC@l}4%&Q!Oz)l|V zQeKoU2e2vEO8m4Bx@#VZAOZn2#*!p@aZ(ooD7&QgQdB=}Kds#PkS?-{)P%Sm`uRle zLo9e8MXHZKXilkDQnxL)>nI}lgYT`+YwFDalz3D@3d)c6Nk6Fe|77nL4{l)*KRfu` z`z6n5JlFkgzJ(la;f$ge119+IrUADwGs^b-g0Ite%{bMPnc>DQq_!zUYsWaL8iWjI zTMYf(;d@7$Mg)%spv13e6OiCM4A9!%O^&=uca61T&Rf@4XPy_Dxh!MS65 zWJOE*rjGPRP1_bGt#D81`kz~02yK4Rz>kprU+ldLTohIR_&>X|>@Kh@%SBx7vw#YS zxF8CMmt7VK6?MH-cqw-g2o(_lua(a3a?{k-JDSyESX5S+m(Z+s0S%36H8b*|p2g76 z%&5r6e60ST&&&=AkA3^S{@>U4d43o71$$;b`!H=V3ZMb{xq3Swvq=Aq zJfm$d_-6&P^gaIUmQ?Rn@9j4Km3&Ah4Il&AIw9&mzMy_PPxz#f2X!~xCA`IY4B7%> zuxnBIi-20uA-T!ltX8%Y!hi7LsQe`?!WxWc=8Y zw(oTI%tvPZZByBvjUP2sWge|s^zIhjw&LUgTd(qMk5tFX3UjaW73te!WjPVM2W6QI z8{({?BW@jBF0Yf5-tnf;xuVwsZSu|Ho6SEyJG&x*uB5e<*vJ=|s1e9D^IRm8eTS_! zFc}sJC0FDsmzrJb3TjqX`6^IsNt-5JYaGryCRNW<#xm>f+w_)fNo$wn_F^C~ow8Pb zLVa*SZ)vn28gc8b>Z4a`Wd057*GeAz%*isOamgN4Gwv2|t)QMKg?7zx|zje38O)4(O_Pi<> z+Vd82j5xAFY`h}ErsHosQ;=j!1<(y{(z+^O&GOrM&>@buo9I@oBrPyx25Ts2nHO{UW=P*UC$2LgFb1}w!C>vq8N~PME z^HBrHM8Sg1HR6kd2Ve_tFf$Cq&4ZazE(31-s#uqiTg@dvX;5VV)o;9N($m=15)8J- zG)A1~pJniE)ma)<4 z>yS_MSyXpZC=*(pA+7HgHF=~;0C>|BwLO(iy@8!dhD|nhV&}(q#PJD}X}8WvfN3jo zgKkLY<{brxuY|iEa&zOL4}cf~MRQ0}TknRIxl$c>bnzqzHd-BQ|OyNF((02wph_ddbKq&9eJZ$0tk5Of5bhzyy zWf3oG;Z&^lh`6pJlL1asbx|w|tpOJ3zEO>a^ezCd)@>@P_Zp3yz3`ycGH~GfTVl~j zRJoqmXq(cdYcNy|0ym~z9u-Hv3~ua-ZakNdZoD4cI7iQ-z%J?b=0xoTCWtS&k@^YZb`$^w zUBru8j)X!&0;34EpH5MoE3SMDUYFuVjx}Xvk&jtb&)@azW3+p(XSX{&JF;v4p1t~CJo`BPa7M3Z7r7rr&)zoNTn0IZ&}w2sdZEr8JUbInPQ$yw zvt#wWo_%(VYy8N`-R_-pz)u_q9<;lki-p6N+ue%-u7hVo+s1e{ytD;9`xV~s!?xk} zrB2U=<@l<`y^LqCc6#>q)M(4!(6e3t%(I7rXOAwXvKGA&*_A7gQ$@%G?tgTfjz?Dj z<4bN7Bz^Y+ec>56*JU(};?~v- zI(lsTp?R_(M`pm|3d?!m^%)1UM|<&wtY1Z{!0c6#Ng=w#v3 zu9p^VHq0073HvQx@-~x7u{&7Zq7O0#%1>iswSA_t!agKr2M$~1K$Iz#Yls0ajvi#j z&WxYpvM?8VCPnq2NXXwu{vtzA{z-{RD}f4O>_J*>6BCjotI%!ff`B~%K-_sd5>m0bv(jRjsNZhrx5f6^t7 zOMD&+;c|G)%9I)wP{6E8JS=pDBeWVXaN6kNDFMl5c1vaQEfAN+jIuF9E^Gn-V}cLI=y&@7}j_oz@_MH3y=WUj@L%@4i$ah zeS#E@skl4H^F1H0qeomCU!anx`Hty%ct{T(a>A4%SRl?L7r@tu`6fwz$*3zMS)$r9 z*`lJGd7X=maY0^XyS@oMB>B+}#DCM6R#V{g_t0L;9N?#!xr+eR5d~ZXlt{iGa9#d= zAdE4@=SDU)Sb@z2a6RQJ)1!fS=07YFM6B2t!HknGx}C$mG}Zj$5$^iclr{MvRg!sR zcCM3@eo^^v5tDm$kZ{3NmeUd3jWethM^tK{FwQ7!IMYELpw2g#ww_{PeXUsno?gG6{>6- zA%T7|8LzS<*e>BA>6~Rt*(=Kmfi>+sLJGw=+G(kLQe3nr5ovDG*kOv+BF#+socMo|r7_SwFi{R(T4o}{}5Ou_py$CxPM=RQmwQs?YjuLdP z0RowB@INKzca#hf#If%)SlYcNjd`Cz*DzU%w+%RPNQk^L5Z2_OL#67ag%l406x}wj|(-! zjR3WQlD8Uu_-&rqQ2LN$yPLp9`SG<>O6=q{h0f6nbw~HZFM0k`jl;5@$x|{+y`P_u z53HWRbtBb(mti+jvBUkR&Bd(3El{ZMRXFTa2$#LPz>x}tJy86UU&Lcf``_YtJF2%f z5`UOmQ$D}4!%5uBB7a|ya&&0b(ZDjx_Z832{9rc!DCH}Wd}I9iGr0Kv4XTl1(5x_v zABgzBfQa}VuYCs33Zs&No0j|Wy_N8lfwgb4m2k8KuRyxS{)q$aBAP^=lj*l?Cj z7O?1hnJ8c0uG5*|(mAvKfDRX`RZ!@+rq- zLH&wvMZpG=94)C};F&?{+rcHF%$>28cd37bgVpe|i(ONqdOM|ca>~_cSoHH5CxP;S zEmHV%;yM@gI+M))cWUi2d8>E*Nft1>T^%KiTWP4W%2SKh4cu#FE_kL6mun)6mCRL+ zgm-px`@{|N#NH9nC3pZdXUvMZE741BUzOK zh8%lZ*25rPHQ6?J@Lnq|BC)j#j*3tVKiO~Dsn`Tfh(+L^xe{)piTTzX35n3janQP1 z*FT4?+qi1i zqe=FJw}C0ZTW~A3d;Lrmf&q2mkeBCgVP34$3_}LLXr+Cfc>!kTee*Ja$;(uP{XMmB zh_OTX2-Aua?nmL8wKXh83v}55=V(dYNT}_iQv0Fj0~RZn{sz%SlEe3Y`?1doL<~yw%!kh*y@1`;&z;L=>U2q z+|yLJ#uvr99FZ)<8b7E-hi?N=$*hCActzQl>8TY!(y$*!$rb1EmhANV1EW+m1RI zP1xq_-S;dH>eLbJZSrksT1UvjxHnF^{LY#N?92O_Hpm~@z)~=+-fxlf9Y1P$OP=*v zTeJ{fga&g&PWEB7yAiQxIN@cG;DlETGnJOY%#JZrX(|QG{Q>(BX2(?JFpCH5!&WFE zWFHnF`w(Z)W`*Gl+El>`WFMY}>9%~YPGld}et_&loSSRF2)hR&9&f6K&#(`VA^R|j zVIM;3yhNN&>`6!EzvCpMDgz&=zC6fo?=dWL-n^OdW%;XL39Z`7HFIj!Fi0X(_cQKiT}JeQB`L!6p?7bC3R zh00+*pq!n zDe9C>g?zc4b-iM=KoVCm3GMTcgzp0L4dlTf~jNkk5SBn7*ylL@(;|Fu;H!$Y6nV65F z@ohWN_`jirwz;hF)LX3a4Z8r`Sn&^xM>Ss!^T<6z(WBO~^UF0S(OVj_SZ}e$fJbR| zyTI9@4`BwM^lJm-KgA?^X2V%_8}H7XLDOq4M?vQZ>KyWeY4Ms15x_pYv*$3RRqPID zr>GD!cz#MY6!^O^$DLdK4l4hG%Id!}1wI$uW|uouB2@`ya8)d%-t;M^E`AR)SUV7k zuA`^+LR);@3!M;i8^)}B5@TL89MAiWiEka;-}WAx(_4>YiT&&jIW@1v2!Eeu1k|6a z5cOv$#c-_EXz&f3>o!oro-(b8sqBFgrt0aKDRPks>v*o5t#N7(+?5o|(PJ%56g~zJ zBE-mVDzTDUH>hz=KZ}XMp3O8P1DVpC1ZZel>p}tCij8&Q^&CnUjk0kpRo@!;3&BW^dUR|dicOU$06i+MJ?=u z{Y?C*kDq@B`_KaEAo~zQhE1gemLmYPkbTI7C`b08Kgf~k#f6MKf*=w=J_zJo$jN6r z^|_Ffmx3JGNnFUu4IoGMAs2G;XF-naLoVdx?}HrKhg`_XKXb;2Kav`Vxs#Bi}Iem^{$c3Cf$1vnVPM>2Kav`G+eIds%>vE+p@jGH2zAr{ znn#!dEjxiG=k|BH>|m*?&bO`~iuCH7t>^>Z8lX z(?w${Jq;>q1eM_K%@GL=v%-AtPb9nrM8Z0~K+O;dYZC%CroS|2VM6o{Lsq(WM+-wF zR3edZ>u!BVoNS3)U0>lPu!)Zbc1V`J`&D7>h{li8$4uJI(|4c!G$CqJ-u|<7%79Ii zaxD%eKQgOAF0Isr1%&TEdq5cwFBR0$`j?f}qBZ8qHF6QK2UkRj)`&$b?Bv+$%F=vM zagu2Ds>(HV<@`v|laZp805Gf~6YEUAwHdGSCuM(9CIsH#Pg>7!RGx))>1CB?hgG`9 zBKp}Z{az*gmh${T>)GAy{=G~JG^nez=LY~Y?3Vr{lYXm}7Ai$i@@UGq?S+{{lh~9# z^=*$Zco~?cgo>AwuclePqm03V2W-LzY{I6L!|KrursP&lU^O}BusWrT9BUyNx4TTp zZgfkRIHVm8>CblI6~c1~gTm}0?4~j2HOWL-$_Y(it7i0GQ_6NS`LJQ!cGH*>O=Aul zlC7G+!Zd!S{Cp?uo6q9{YOI-gutCxWM_ip`ayiYiy;n~HRm zrQ*uf#HgGK!rUm6UZp&jP|{y?(koi&Pj(?@7671TX@}C&T5(-Y%#b%Kf;($GnrlK@ zZ9!+$As4N|U)Ojv8sJ^CL05QfW`#iIrb((bL6(!wo06+F$t{||1}xH~dd=vvrZGg| z+qFc7UR+rUHpnX1C`BcaXxPeCm7|~`$fzu;7U?uE%ZVt-|KV&xO6pKayB@F!AFv7k zJ=OdHoA3df@By1peU+z3O>Hr62}>bS!_;75(z6!u5Z0ye_ zoZX*I*wUX(IPYE>Uq^Xb2AlYMA>z$U!ZpG~-|Kbx?jk-E#4 zySA-d+s6!K6TWq?8OSDlv>%)BqyB8dzGeWMu#XwYChThlunGH^fo#IZ?=1~v6M`9i z*@S&c1K5Op%>Xvx_en z^k)<1_Gc6F?==J2gogfXLTjV)t{KQC)b(c**7s)KnP4H=E}1B`{U2LXm(FNnV|rP~QwhKA2u%KgjAE8&HtfA38Y3;|%RV_l5s` z{<`goP{kww;Ar_5=-?=L0+QfUpoC|Qp(pO>67KjH zis1@U>Pa)qz`GgwK>d=aU%LDb`kVgg{#a!G4bp{oqR~tenBQwjktQv{cYxq-y0M~a zIlGykPiJBceZVpNKZawN{QzXB&tcymSG2SQ-Zu1~0~xYsqM#^Wk8e)v z|H3u)HE`^!F)ZU>kXcz%XQZh7Q<9LZLzwE}jW^!Ta+Jt3adE$ur#OCW~7m@C@r4 zX#f`r^!i&(It_#vEOj8u4mlnVT=mGpuPOYwlILDA6F#@ROK=_#ah=EN)wBS)SqR z-Kw`?FTvd>T3g5R4BHu=;nDifo5>C%@C?h`X2xodIeCW1k!P40Q;?_^+GFcDo*_9L zd4|nybEl5c4hLyQo$?L-5hu^^N4Em)5!+?q2>JUQ&(P4zGaSzIiHq||(EB9S_@vl; z#>O?N++#a{XZQi|3@LYqQsad@!`BGu2;WP6bC#*2S2G*YX+VnEGZu0d)a!~ zki54^;xf9+7E(*XPj#k{Zrf-YL@7mjyA+PttS4Q7VrX}Hth-5) zI{sFZ#1ztulJ=7*X^LWYIww5d-Sja@3G;zcc<&z#B*P+*u-|=t;$Vi(U#;sI>>(<{ zU!mikKiyeFNY+l5vw|shK|od6)CS(;4ZKP4UC$p{&!1xF!S~Q=V^lTlvfn5lTFrk* zRH_mcszmuJ+=%zCwrp%`yMA%r#jjhgwVj#Q+Sd5VmGp^sIzm-p5oy^G8T%qK!v-+S z!-Tiv6OT_fZfijt;mJ2M3uC|kc*%BR&{pIT>fK9HUUyF!`p>sH)M3W@y@)zI_4P%^ zxwbR!f9>cx_jUV~bpKh|gR;VQAnfo+eDXW-N2l{&%ovI>9{6O*Mu_tJ#n(SxvN;y$ ziG{vhL#$yj&Dk+6`(j!z#n{7!ozEWDwr^NF3@wOP;Q?iQj@8|*II?mjEn1URRIM4? z&;)nRlkH8$D?z7fJi62&jke$`ir_9q@Yl9rzl3jeFuCQ~L3wte#PrlA*L3e613Pz_t!iL&N;-ZI$gydTr>EdFpmreWOunTCe@GY!vz*bGcVg9|bZ z`=AV6cY!1iu!K&gp~3Gi({RzBF%66EWg3?BXBsy5G7ZxnXPAav<-JV9HyEa2&0VHp z%ramarselC4W~~=rlD6rFVnD-VH%dD-^(;KBh#=2nTDOnG%Nq81;ov@h1!w3sb8q{W3ACf5k37Lj! zTya6Qz|xvXRE{i1<(E;p!xxn;sh|u@Lr}K5q4GQhD#xI5J)?Y#iFqI@-(i%C#6MwO z!H=Hm$26qXLt`cxgVNQKREzWX+pwO2V;bVKtNodV3ny8`Zu?YjGTA;!{)hn8iwA|2 zES;!I*eN5zi4t+W)w@I-!*gHYYE|x}@rhCLclh$0wTCD7pgtE96CWZol<9<#s#+IL z^`-jBVmOJxQ2DiAsOr;i~@1Z*JL4v3R)nQih^#sEhth-&Edk zvCDfiDVGxt-<}HH!KCuQ28(Y`mSVsS<1C;a25YLyXIehP<=e|NREfkQJJ2XM4yz-N z2mz*070BPcfGW2JpNkhfj{>no=-*%^_PIAXAvyB4u#8V+&36Hau93qz0HQ(nj3Xf4 z?4D4)z+CPKjg2FZsU*71dU1;(pTuS8hmmafhPWco(GdeHv^$hWU=_luWXtdSM#g5i zzAz|1&)+*|z$qDYjq&!hzl(pBY3t(_h}EM@X$P$1RL5%#u2t)T{O7G`w&(y?Sa-f* zlY5?VVj>b#8r+rDh4t%o)wx;Q9fwEZif7;;(x%T=nRGkpV{uv&;2QSG1Y}Z%$0&ej zRRi}zTb65Sq(l=2?vx~)9hT}-n-sI6*}4iAQ#V@^?kF0J!xP9U5t#=@xwmeXM`*=H zLzLxI#>O(402`)JV&OVRfW^5+)FAH^P7FFE_*iwaR#f4yWEXK$ zq9clc8uj-)z_J+@A(m~90I+PA1*?U7y8IMF`0-x21bq$(D|QbLvG^j#%Q4bQ7nD&@ z9P6Yvk)bDs<>)@#a`XhP-tzIxiH9UJw&z&Z7kcfb`Om2KjZ_jQjSvo5>6WSd(BeH| zKKSHNz0Voc?iEo*)l*1!t}0eODKR_wZDIx)HsIGW*d`8Z3p0rGVyvDog#HP>l_Hj{@ z%lv5oZ)zi+O8b|uX?>y4?M+!h{!FouV(HWf2}h;pXDh+)eHm3<9K4% z?DbF4bWj`BU6g#p+axHP~j3uN)AygI-fX#nL{^YVvHLeYQO! zPk?3KD&YcJryK(QsZdfm6gj2z6*D0Ea*Iwqk1N3eU1$P|BGN&>kjLcGwike`wx?^V zO&o8z0c}B}H)#@>&woo4SqsHggz>1bX z>}kd-#f&itTk_v-+rH!T6@zOAe-j@Ywr$wk7e9$;tDQHsJm>g?`T;M`Et@<0_=GC2 z{c{EW6Z2dz00ltO{h_3>0N6+^bXhCadcklbU0D&%AGhqzf}IKvhl2W?1wm3R5^yyu z430WSBQpZPKYMtlw3x&Xsc7|k&@jAoDY_>Gei?kbPm&b9s!Z?#piA7-XJ%5sjQp7ATgt7$i&^27Ky4Rb<2!XGDt; zduUTls5oIDL|i-i@`%J@%^hS{s=tQPH3glAbFyXGvih(C5Gt0L!y!~V<_5KkhRS|J zwqw$8f*;EDV%4VQ&bmG{)G1C9^UekBE%H zb~i8d#T4*GvuKq}=HVsyl0g@~Lkg4SVIBZkxX$}nhE2jT5}Mm}77_0^nHoys_aIgJ zQofr4Xv^ovwAA)f+bAjTie(L>xJeL?js1jf6ZB2h3zYoNCRSiCLqRiVi;Sp+z9C)FVma>HmY&{gSUPX07qaLq z9)L09`Th_>&NIOGWlf$zjP~eYbv6+A;clpXjOA@vi6}Pw918;lfAN~1;E>h`57rBh)3(uird3DJ zF6IsF_3Q?xXHR!b-gW)6UeC60o;`C?uV))#8PEQS>hIa5yrElqJ-frNKmjf}cs}I{ zIfsxIv7ziUs~>pwZt!g3d4Iz4*@F9X+HI%)3YOgnMpS%V-Bevr)Nj6pQSoJ0X*C1&pi7P@a)oW zRfm1&PFFT7v*`>JyWFtz}IG?^qG9^QiNxPN-Ld>*9vKs<87Z@KdA^BIh&AJW5`k_3rLW~`=s zMJK75wkjI>|7VoY|6f*C5Ygk8PokJht`%P6#t`SmxviTW*;Tv*9mR)lJ zU;kDowaHUo+k3&w!1QU|Q5j0?72yzCx~qy6-j0%M%mdoa;J{I0i{Xuy%$m13S^TYP zHIo%Pg-CG^L|MVJxzuTfCsd)j9{o zm5lWL=j-csFVF_64_BQRXPbG_u0?MN{i}{&di|;}S=J6rUfI`_`xKTsXb9}AHs{h` z9w2)K-PLg{hOkDp;K0c_Q8Nz%hVYF6-8(h_hA_%UM%V(>_UHYDXZj1X41SW?5@#)l-op~G$wci4CjmQE-C8>NokcIV4a=6T z7^)o>6gY}nG?=2j$Z)<|d5esH_uzB>4EvglTXm@Y%2wQ#Lv?yQY-H<0ANO9LI^^4f+m9K|7;(kiRF~<4D70V0&=Sl}+Bq4fx6oYu{5Kp=; zpU4cjjtr>X4}EDFb$PM#WeAk;?U%FF*V+~xI@io%x*7~`4VtYRH4M(M$_JQ{k&b|k zwk&mX8zqPvMOVMR{IYp|(alBJJ9CW5JGM8E%z+EsF>ryKtt*VHX!UMwayInphGTPH zKile+c4~)W2B3e9>;SGcrsV`vKU5#q;B5i6Ar5dRUH_Dy zn!;W_TB_?@YD)ym)X(XK6_(vTfUcFhPhDbGnB$a_Ti|N)7o}F;vO?wggax67I!{kw zHJjdRx}8*Lo_`N7G$NwegH&qSaeFt^+kZlLW?8B8oH@Yp=V22qN;%GYRDX$F>g6%ha_gPXz@v^j7 z5-w|-pnwvvMYM_H2Ii*STUjh1GEl*wF?K!qSIaLCCKw^WvG1gZjns4~_t;li})C<+@IsaTCCjA8|}O z%+F=Nh_wr0kgcFDGGNJXq0KNv{I0P4jR8x3Yo%MBW$z%=URlcfGDJPkT*%!)$N->S zZO9!>1OV;AyZ~sI!~*T``kV#YVe^DQy9_F91r|vp6ba!S;RQwVen?q!g15XqkS&s} z6jK=H3h1Y`M#*c~<2DnzOG{;NSScK)^bW%tB;IfzC8+xGug(VV4#k$^X_0V&cb;9~r77VNt%%hf0Qm`Pq?hzZ~1gY1jik-MShvjA!gR<+Kt6Nb9_mSXs z)#&j}a*ZzQMj5{10?MC|u6b4r7t}!{@Nd`a2)H!oeGl$vnz%j9yle1r^{rzxzo~kV z5{QtRNY_K284$Sz?kjZBcTUB&5buTyC%G7PMee*vOYp8i`b3smT3odDaN?7PBtvX| z^%Ig=^X>qq^jsL1Y}-;c*;bdQ9~#dnP=A2J*S!i?ScN99>aXHT6wEc!lkPvo!d)o1 zJxG7KJs~bz3oZrIYwI#@ezoXlsKUGipfuJS#KI!cN*Aw{CRy`W#EKhvuUN>iDu|xlAXj^xw1TG}rzVXGj)wLSgdLw=3WUq0Rtnp;q)`@J}nxO%Q1E$^Q zc-JSJP%6eFl5aG&udcg#D@VJs&88B;z`t7eOkj8sa2|n<8Y!$;#(Rppr(+8evW;lr zaLPuv#xcyw{c?D>#ZBkCEeO#XIeXtH$#^p*eS8G=_x6?Q+m+zKG9%o`*xK87O^Q=( z6_`H1vfoLi)R|^UZv61O8~+cX!umnSooh;XZ^|=XrhU-$Doqbd7Tqv<8{*1zf5axa zF!zQIJg%(J_UM?4Avyothcs0cipWV>MjYN3-ECP<_kfMFjeF&V^2|7bT!hd;yzlq@ z$_lmW4>%z%@qnwVXu;Q;jEvLj+iF!lXQ#Brx0g+cke6lCJh_Z1@R=FLp--uqUSSpt zIDD!OWcPykMsD$eu|98?aY|;AfhQNTcj7XPlDf$T4^03#1+eg1@LqY8Yy_2SF zuNU3`y5r}$KzGEuF9DLr
kHxVP?bYEuK<{X)f2KTFdB`n<@wtSoc>Iq2#R;8@u+07K6#udiy! z-l>mi;oGbcB!C{_T@DFnpXYnei}Pbfk1gf8ot7Ax;WWXaW1AaeU?gsgJ(V5(jQg25 zE9wI|R)syqIc&lwnbj+h94n_Mw;}G4_Cdt5HR17f({4 zlc6NksYQ7CYll}80o8Wwx$HU5xTnQ4rWyalv>EYW8WjYl>4%*UgK>2TjH~0UA5#&g zMITB3c;9L!y$EGAu_XwspHrQMsq0sbSE4V1r{P0*09CF zun-|0#X}Geun<)P(_pgE9?`(C5MiEk)i#_zT;Yv6(=ey?8xj~6;u>TjdM`v4B2H<( zixF1uLgjEDP&VeUiONPmqER`6*%H&?PqqS#r*;ZXhrZ+bQ}$$aBJVNTav>4R_e~$RFu!sI<{L2%v2~}0H~?XHTL9&g^&$;S zydT1MoZ6{ahg7#a(+~>h<+ch+J{1ddMkFe`Pki}cuC)ej9vAUEfD<=jqT8qA1ZjdB zmVEjIP`*^x1^l;Q7l^sxC5(BsFP^4nQMqRe01t)ZL3y&*BqkU8GxoC+zvs6CPEa@> zfBJDUn?dC(nATNaET89{CuJHMe=XEf?Y4L#fz-`{Zm=7^A zA4TKaccSs_XyMtptnra=vBsa+RSQ4e!g#dvVV2wf=1}k`mvzp0>67R!C$d;?X^cUS z+U){or|J-9@F~A`F#c0a;?`_9%NxeKGiR{rHJ5il=LqT?_Jiqk+l5+SA=1w^Ls}*7 zaCYcI%;1G7i=erg?NG-@z_=r?J*>P*%z2Yn)75(6oygcdZ^|{{n5_)PgQ%M1l9?$ zG*k&iBGLmC_s?19L{vW0j^O{NJ;GCv^W@WI?$pWz{zSD8a*jKo8%ufZWW-A*i{ z*o6=*3-McNmB}5}5#!S}z_fye5^8vG0C+*SI2PhJ@PN*ru@G_IK10Ovp00!5{aA>% z#7xx87wY5Z-@!txg>;aGh#@|aKq%okBNvv1$b~3J7Gf~Sv2?hQkw?H%5s(i8ITv#B z$DI0H$jMiM9N9};$jQq=jt@L>At&Dka%3TLAt!GHIkFJBkduD_a^z`oAt(PCD5ss zT*&#!FpyIq=R!_@3dqqnxsa1{%tS8aj^)OM zD2FDN81K~QLQa2@Q=bbNeaLUFQ=bbteU6#Pg`EB~pbt%4FGG>j=a`9H$m!QQ^|_GK z=a`9H$mw&;L@wm?8zCNKGjbuP&oL9ZkkN;}^IOoz^5jBBALQJJX^UY;0Db2D*oi*Q zzO=vo136nF|I_6#2+AMpA$}f%^Ja%@M;Hqghrs>=b|L@)ifzQr_N{B@yy9goYK3Q#I25*Kc{yycFMi{!MHf&4<>P|Y5M)h!U^Hf zB7IIyZVsdmns>LS&R?=LXL-R=R^Gckid~^Ie~xpbZ=}k2hIlxNUCaYY>_$H&#;nXy z?7AONVmJCJJzysmmh>r-xCiXSzhWn5--n%;mL4}M`vE`kf1aPXU}@os+~U&Myx0}- z*?DoJm<_-eBCxOzTk&2+#2a!4pyGd?yU3Uh;Kloe|9SQz_Nn*s7wz4D&0jo|@W04k zq$coFx4NeayyAV6#PZ2*@y4o*qGm;Sns?4aivL^Y)t1YiC`B;~bcoiS$~6_IZwVx0WNa9Zdk z&~GLrLNBpisFT@b=|m>2aupN_`Q3CtE1k z=#pxix+iQ>^_}^t)wZgjYrn4FkpJ?!pBBy!4TlG6M4HWjx;25dvTMob@NwwBvHqrt2F` z-9P^Lqt}N&>N|eqg;Ah({U%cn97~`EDy2OR;rFn@514!wKs|Y0wM#pTq(5~_ ze<3_S&`NJ=r8fYKDH9c%MNwHb4-HsVo8cm6QkDI(fqb2pYOsdJ-4iFNQM6PF&FFk4LLl26I-hw;Q>A|oxyN{(r1N^t;ul3DwC zKXjxXk*44WO9;;&%y`N#Q=Y1%dNPGbg9V-`u*`FNQ!>=A!vmsrrAAC#U;bkc6S z5Mivah7{}mc2b2XNFHosHgO?oe=262Cph;v^_Vqq>mIEXNUuNig;GL7w}GD-LZrdk z*fC|M~p!!DsyyKlAcm^D|FT zf6dR_Blzp`dFijq=Sjc6EFYPSG&c&v77;VrR2fp0TVUsc+vxGUEK(KL$P2-m#S4XM ze$5sPYn<;>NlVO?MbPEuldD!iCB+rZs|j4E%%d(sb5Y~bRulAzBB-s#<9bcdDMQHD zaMB&nm|%-RC(&fGh14-E#-(C7?FKN5lSC_F zd38SdG?=ui5$&vpD%*)ukzq! z=t1cz%%%_BbdzEZokWV^%iSfkmgqa@Krm9jC-OzAJ z1iCMkfjMlORxkW-He4pGbWjIt$rQV0G}LPrr3+0&^?%Xk+>l9c{CPWL8&lhq+@MJ| zYXZA~L)(<{=R{wi`^u!<1U81>_HVLa6j9ccbU+hmg;5H5w?)0%Vn9Nsaob5+L`?St zdpdN|%lCr=2Uf*r!6~p*+tB$vtpUW#M20G~K=p|O1tP02;o4>L=r#y(cRc?3-z?R? z?hcfq;{P|g1LZl2$l%FL9u)yfB8teaw`G}xl#5C-sznrd2Me4yz@xl62+wZlylCva zesM^@x!-v#1Ez7(VNLR39*kN?H-Jl+#t;A^zfQ=$hd$IUysnjg3qv%!5C&w<{;SCI zstWr-I>^ckcJP$g4+0@sGrFD}3r^n3_Kg2`ai?whCO%Wb@@lHwC_R$!RRv%_4&AyUxXlm(qeMVY z>+FC<;1>x4&7;`^p>u&$G&#;x&NvXbeM#$i)hg|Q(*#6o;Wtt@+Ls>DrgN}Wk`};_ zEZkF|<9z~S;)yUa9tok3QI|?(%F6VO8sAffh%=1|pO6#I37*&&{as`Hl5a-;K$=`N z@+zA=Grxs??ST77hc|t9hS(#kwh1~U6|PPGk_AdVMZUI2XHf^tx==o)Nc`H{u`!>G zdUGf_GRx#D4b<*fuHSuh+4KJ}*vd?n=*-e8h|*udt>A)(atlK=Uz@-Pcw?1es3>y@|UH#a$ zgRKc(AD1P4EOoUL`$H<=tip$~)4^L`=1m&Q;cYFvl!(#&6^7>1Gdwly5wd)%)HOIk z^=hSp6^Ijbl@Wl^aWqi`!;%yP)N9VUW@@|jFe4}iCB8?S;f}Rpg3{OL4Al<0NoV33D?lFr)UioYWtyR6`8-2dR{WFQ8)nfmB%3!ANfANXjmU z2*DCao5{;tS*)olNEc0A|9C5r)rGuPgv_8NS6jpST5_hsYx|S;TC(gj*N?_ZQsI#q z){=-XrVCs`g*<|WNHG=f8W=1Z?LpCQFjYubj_5k8+sX^ zU@QSM)^Bl%?BTGnn3wJ@30)piK@l_@hN+wzK9NqvV&_tcdf}8aFI*&NeT97^X^Zyg z8_A3%!}>hRWoT<(8JuUVoI92dR;JJer{Sba@IC3nWn#C1P58<%|Qajy; z>>J6fLbtw=ta(Su7CUF^!FGOMQwukfeN!nBc}*H8f#!xwu2rH@|eB_dpgwQ(KpMNbLt5{#S`?qzi-)A&!)SsvM`O@koA-Po|5@0Un}cV zyb&QDk$sC-@QPX;`RlzUb1lJAH7K+~;q*yj@X)lwc0YdI8`O`+x#FN12NydA5lVp- ziWWYA=~33s_>%SrqX>L@0CEi<5BZEQmk>f<84`GDMnnrGuNEX`G{O#_wHdyF%KJfJ zTe&}F)q)(4R}uME^J_1Y?m*>*>^naRx{M>QdSq&{AMgGct_u zyWoUkLO{bl1^)zL;c24pNJpg*d=>1;;2-9KX~pLoMbZ$0N5dYrR|KXT-D*k)Dlh7w zE%4r4UB=}ryw5}`MhEPM59IgU&nnWTUw+T7v25bY@aa05QA6|E$7W69^)v6+khE6_ z0qRij&ziTxbKfk2uY$e1=6xcP2M|0R$k-2dtmPuhF6A?6&9 zS0QxT%}1ZfOKL42Ls=ad8~ig)7@a7ZWdS2GIy9W|>hh~v_nS09f?G4m@G#d;2A|@G z_A_!vlP0!{eH?iLgyB*DlS{~t0o^Y{L_em*3?Oz=^sH!q*h_Vmag zcofKbPv3?&MN=baCN8v^aaWhWk+Eh$zjWuVMOxmD+;}c>{iVofQ=?u;l}28ni=~k_XufCUk93%4WQ$>IP~B0J=Rp{k?}u=Nm=0?02+H&2jjhrol{IZlrQse7+|F4hfj9H8 z_Z>$_QW2QY+A%JnHHOmL$j`7k-=glP=iENt!eU7-^_na|7&!8cu51h=f< z{&%Ek#Vr?zb|t*i3dYy+%HrzE)zyX=xCMK|A^ioe8kJ;r3*MV#?@$J{>x0fHf|?D% zXY|4gX1H&mVc(*Y3?M+j?NvSCME~#3iQdQmYff~PdtLojXn6W@qP=VawJdGGGU{w@ z(v-9E=2?+$6C_ioQ#!3ATPORfxckj6NQWz9-bB?%m$CJ!8A6|BP@FQ{2YC$p2^d_#gVtPc%{BL=ZW0H++uxc zuJe&OED|Pb^YsfBEMEfUQo6Kw2Aqf`IU430wu=fDmX;t)dcMA7b>V{f1xxigB{Sw{ z>kAh<&w%FMowR#*{@2LU^XJT(Idvpc>Tx46ZPveXR{*Yhg1&GyRkRc$$}KJ^Sg|Cw zVCmAL*d@zLN{fn@K2e-oQgTXob=!vx9&F z0WS#X*NforhGuc9K^QJ>o(vj!Ah3df0zq0P2y`H50fA!^B^v?h7eV?{Kz>oopY8*( zj54a)n#GMe_&G7osMNyGQ#VqQvtSc9&$1UR3jmUX%JHm zq;Lz&_5&Sa>_&?CMQNnhLs5ei9(ptGq|Wabedq|uFLfK?@*Tl9e zd-xshBP8!>Z#7CZ!{zUz_`~5S=1W0rE^Cq);+xFwmy|Hva8JJ8nA9p$ju3n-F^nLU zTbYRKpSHWMibj9!CaHH zb89r|W>Acnv_le-sJBt#CAlWSJTz#Ge*08|8n3zUz5iNoegC)C=R)YN;Z)VBbN1P1 zpZ(kWknHbKoGohNeDz)%kup;A5(;#ELIo)k@i=v-x#pDU41cnjnZNP`hM!QKWF#(e z=^bd#Iew3Ga}yKh5~uj5%Ei0yw3k)-^X{*xt}x}W=@+BR#lF*)tMp6#N^AU<@ArG{ zmfwyT|92Pr*VXvHAJd?Ae`UXaoKKe>U!iiptxC!ESZHW z*2BAX++o}Z_=#UIeodX?m%j;F6 zn+olUS?uyYp)*FFXNgB{qj1O%oeJwJhMgBXhU04RvdyY zs+M~6rD4Sh^kv&=e$S9?=!;#q675;p3}49BdcroOMa4B`Hl8L#QTzc8msN0pDAPE0 z<+e;Lhr@H83<1su1>dGH2*Mx50yk(C|K>-N^C%X0&xgn7J}Man_I^f;aGPi(xDQxG z{*Lkh_%W5C-)3QvLxLiLJ0yMikl}o=aNR)o%t5?x=TA?_@Mi@Mhijo9>tghq3emcL zW~e^*;ki9ORqtE>K}%EBkefxtn;IiO7Y@0QJmf3gkZE~@cf$}$fK%1 zxcN`{dK7iMcoP$KLl-sG6(Wz%82tLu!MOopnbn6-i7h`~K7}HUe{$;T`sOB9WRFEX8KJa;hTwP$~*IE*`|$lxrpq6|aL$ zjj1ZwbP6_=G{lMtP%&|+&vS6VW&VKX!RP>iqyaCR1Q#2Tt*Ve4-jU+m zN*xOqV?7BV3em+*!Nr34=;pO!Nvy;dVzV&jauvjJC=MbZ>{=ojiy5*-JBR2n>L>&p z!Npl(0lgUAyx|z!d4%Y+Yx1gze`2+ApiI_bQBgIqWqA`zz8U6OGu zrigBaXx;GvLfwKC+P+X~@YD<4An5L@VD~h_EkbOAxO_VWa=U6-Dn*K*V_s4J|m(U;o#a06a+wB2e(3PlqEtP-w2U% zp88<8OT!HzD&nqG*jvPLx~B*`r+5L{(=42#H$ePx(`kr5ZUia;kK{6=TDuH4< zbaz@~OPLi#%1=M=}(M&p`z`WVRJhsqinG z0uBu3x8CCEd_Dj$sbONZFjXxon<5T##uCqgZG0^8*sAsL5!?FmjLrGz2R_4`VF=7} zvX>57n!8AozceDd1Z87^{4xWd+BF2`TM-G*+!~{L=H_9~+?w>vtwW!=HSw8SG*|_ct5*h}LbBuHL7Z+MaqZx5*S7ey#uDiax_?9%javo7Zy9 z>voKt6q-7nh*}aHd?2T^##>p_M^v>A0D~Rgpa`rqfzKr zl{<=Sst`0uY>FF{Ze6H*4Sj*QmRPx=Z;X1kLM+`SnzZ8EF01S=2gP4TiW2%d@73r&4Be|SS&i?&+*UhWUW4$0)r!n%gifopmp?As zAnspCF@HF(utyLBea#>K&vJ803ZE2HzsBW7!!}~0-IYv1UPhbvM`qvY&3ZS-b)#oq z+7X|b`~k}2Ai{j+k##QnL7F5W(P_nzG`WW4X;Yx{ETL0~WCVc_A^!>Dfd7|GVb}q9YU%eXe_EWNeh|JVKSn%DLzl6Q~3ncGAK!^CiKh38&$iZPu(C6zyAz*KZfQVoB~I{uWY{3#~>l(Ig1 zp{PoJ`%Hej!&#IcUzC+EDkzOFDi#%$Tw8N5Gsf<`gmZf$zuf}cgBg0U4(Im%{B~~qYppJj&p>SR*roEW@e+?QK^}t%EJ`FpgnNAU8K-djC>mHw(;oLb8b`E;9GsfF_ChSzX zR#_(Vg>Rl9x=wO3C^K?F8y>|;PR_QJf9&vua|0FlKPVkQL0oY+N)%mAY;B1DQw%3huhtnrZBYVnL93?JN<>M-T!EjZxHHtEWVQ+FVMv zluGam_ij?lpa*k&wbU7^J zjWY2WEaaYn6_*S^vZ`4QLSMCxB?JS0ZA%Rzk9+DC3&Z`S8wF`yo z^XyCrA-_w=sA!Sb-8I~tu{04|@*C};Cjv%aYA9(4FT5y!+nhf$tH@swlcP=zf>?8G zNXj7Jt^Ly=O6U}L%E0#Km>g^d>^W)*9&+9*t<9^EvZPX8Kb-IHQbNjagZd`aqImW) zvCZT=Q#=X>J`2d%Dw0J2{J%(KmxB=`=JZP{C07 zc9l&b%nneJslH;Z79xh$t1*R{=B2GB~AxedV24<9Liy`o|;{12wq0(6MW&SL&W#>=`5@|<4A`K>p|8Cq9 z?z?XW{?Y+ew<^`5BsfC9;YbgHvC3G zCks*(DBrJzV5O6ihn^y@rNFPLIYSRb`6fQRp0gr!v0rR($npyzt|w|eJ6m6GtStX& zL&}^>>DzZtB2#sew7g6*^^Q0#Z*FAKou+#Cp^asGIc9Poy=&a^Jj;#&6D34NfIVkG zGnJB?{rh#wKYQb#f&Q|sJNKI}%DZa@&Fb%2(D*}$usZ&=)H=_)4bsG4TfB-4_+BA| zW!9pq(5FfuVDOCR7MZe*gP>=ob*X~nx)~M3e~3cw(YUHqq-aJxz~m;7gygK>F;X~u z*w`0+MN^>@-^B1(t6_9-V=`?sK)wc{&-i~Vf!Jy^4Y9a~gu(mQ^%X1GC`o+CduLIM zK@=Pi=tZU0un0%h~;0Bvc))_-itDt z=vD~e@b$8YVk!Q^dJY0x(|2i{&-qIH`CC-#T(&pytV`4t!W)r zHXuf&f;rd7(ygm+y*UH_g_x-Sd>jpJa-Jl4XNoF{gjkdYl;gr$41q2|VszJFS%oi4 z({Q2cv`VZ=KEP*H*&+~K=&OslVvW^mm=M0LzYcGDPfH4W+3baHPhXp8)iz8@;DELqc0$FTcG}(yx(I_lO=m& zFO#@A7&hlpxL_UAYPCwtJN-5>5Yy8W#q@0dTnRx}b0O%eGzXJG0vxO*CY0Hy{sTjC z^NX!q_Zk+aZZJq4PJhqy01=sZ z3kyjjC=f{wU;Dh-Up0kEUs0BEvvJL^x53a5CKOU5y-2?9*a6fSFLG0gSigX;hJzvq zYy6TXsy!AW1$Ru1x+q^r5f|kJ6uBja4@%T?nx&9Z}=5$sgiD zj;e9#d=CP$Cr@hE{;{|BO$!vaTV|8}J*z??4-F%=VwLx_kRyNv{h{KrYen3haccr} zc2Xap+f#yWK)1QrYPmYeDkWs1#d-B_LmE zh;3+-|47y5*NKwo=IvtfIWN?23Z%pmO4=xNRtt+W$tb!x#Ksr<S~cmL9ZlFq0b%di)#}`pq`UNloEo0)3gS&I zd0I|&U?0Vx@bOd#2%e-mJ!?wsY%abXF?_ zwp0mSAeE5S@J`ZAxw~XkQK><_lX7c_wDmL2bcKO>q@s=#kF>8H4y|DjNV9lrc$a5Q zZuuWt0=*>#)TdVd6=gZS8fv!{)vkLdWOE=ju@?RN9x5`3fQGib)-E1ZL-&pI%37<7 zAPy2M?Jn8IhVLO41@klHiD3G7nYHP=GSQU{0-cu1>^?p0(DSKa&TAwo>%c*vcM1Gq z+-T_6!KhAiqrZ2g`OM_?Pe(=B{Rv2@Dh{nDvS<_uxXNx|JYh)Rq#ynLIah&wvL^%< zZY%2%GRgjuTxmuBd^Cb8V8|JRmB(($SCy+3ufsdWB;OJD*+%LNOA@DSyM-&MzB?wW zV7(05NM{AeR=Ujt!g^07B_9X1qDHvf8{Jk!ZL&%oMC@W0?NsF$^Hfs&x_K%yX7}ei z2Ka6ABp13G+VCJW^h{Af?9d%P6SJR7BQ_GajSbBDaS^S1c~jz+FqK3%SjQX-L!Bu= z=U*(nIS|I#2|Gb+uAnxT&A_K6m2=B8K*4IR?{j;1*DPTU1SStxC6%vNiF8Tj@2Eso z>3XWbby`q>z(Q?s=tf*Xnx z_=glQkT_t+dxFT3`#IahYz)ul)w;=nr4ie8{Sw6$nfaPyU??`HNjaCvHi+a+qe$K) z<#40@)!m14_|)tZWo#D( z(T&{+^nJPZsBpP|OcLZol08h9{D+tDKnzkWYo{xSam4;<-KR@Ztk2g+HVo-XrXf&1 zs3I5P4l0&d%dwNI>N!Gs&9J(jkP7vTv-58AnjtwTKA}=iajBzaUq*p2WCQHUhh>Ud zA6^(v?AEp6x+7Mq{OleMhY0V`Lo&O^MO}IkvcJfV(^ZN<7}v^I->+X82Eo9gfJ<7F zEH%n>Z7K>8d;+C?Xx9xv8thfvV(t{;vE@kmcm(V;9d!!Xq;Roy=esD>xdTZBzt4h9 zNpT8AmA3nOzYhK`PA;b2`@}6mr3k^tiFIsS|Gkc!v0O6wK+*ns_Xb|cC||uzS0!oi zObzNj9jT8lOQ8?)kN+Ebd`)*b<)^dQ_Cb5MLZoF-iKE@S4$TA=X7s>)keA@*^ApZ_ zaSe1i_Ngs;q=VDW;-&U?cu4a{MC6;gw+KbxwJ}9B!3Z5OFQNxaN72sR+em28{)yPM zV$`R|7?^Jbc4Tl+9DWuoLd z+(ENX<~c8812iAweA0a>?Vc;uE~^fbmXs%B4|cgQsvHfABFUeZX?(YR)xnSs5_@2< z!4w4EMs&*z^UMgb!>D+To@Y?#wouRdQ{Q zp9*v)xHEi-xpASn6cbKyu zy_XX-e3T%jx%2Rw%jL1`&xhw+lxI^}7v*np`C14tJ{IZ;a~T{SnzR2{cB6C1v1-pM zLvSN#ej3@s0Xf0b)0#k0Rpr=TyZfzKkewnB!1Mb-W`-eUfggQi?^SVIw5{@UUS`pm zcR1>h2pJ`hX&HBM%vp!~PvBXW=G4w?6>y`k()Cr4{{XaQp*!^WU!W!6=_8~+(??v8 zoGKMTHvvwbE1gX94;KL%-Ll?y)N$;U+@t6_Xn2BtwWZY25JkxfejE*|gL&^&D|9w*|6W5U59=G~NZu)N5fdVG8!S z!<^DX0pvZlzh-3ZnqGy|vh<)j_^vn7_s)W77mdE0LQ@K<^uQ=2Fztb8CT#o}ArIeN|apy*U}tQA!^%~D-fcLpl5f?k5D{I*o|yCwE!%4i=@Lr;0^ zgyav9#G*q~Zu>j=5p^uL)_@v~Wk05m* zWM1M0WUFYD_;gtS42gb7TsDjbajE;r<(}%c2>-qU#HBcFieh&YA`tcL}qL!59qyw60WG^}#KxTE8KbM(7Pg{m|oc$Mm!YF?aQ zODxwo<`AETO<@-}%>rCGr}Kwsk_%`(fC^A0WBpxCsdf+MAJqOoVT`*QZ;L-PH9ie9UIhtTt@fJ+ z-n8*?#jB8lDrOa{neuryEDW4SzhlmFUSU&UG@CoYx{8Jz76Y@ryz$X%1WK^$@GmDx z!N2<^+m#8?9ohO6%ikll6VyX+Va{eO3?C$J3%$>Ug1O2~Y{TTuD$}ro_0fN@4qf-f zKz^D5VvGr$6Kt9H6AWC<@NGxvq+n=iUsMcK!awpPJuU}Atc3!z1i9q-hVL-I?$jRFPP0Ty884J+6*)#n(e7p1>aDtcl>UIljVeF$oCnSZxy_MgZ6Rar4KK&NN3BHA@=BCGzNTj=3 zUiEA3m&LA_FhnUe$cSU~Zw}#==VMQEEW2a{rO{%3k#QBqRR_lXq9DOSc#Qtup-YZ3 zjA>p&Z48nUVntH05gsT&de6@|8D75b-s>`ryZhN=C)@tv&`pd|uoi(>^gMxN^#Ci} zL+7xm=!m%z^78!TDO++gp__}$m)?CR{mC|Xseax1Vnm_1=Uu7RIO?1kJrMC z_LTN^vq}mI$5P^eUv0KMz~$=^4IGTCEir`lkNnPqezkvJA0#ePgoYdn!PnwowsgCv z5bK8EhZNRqyS%L6;VDx3AcH9!M|jD_Hfx`IG19UuqBy3u0o$8NKs(AJHa&1wj;4VG z9asMxI2_o6xOZu9u%}l%*S^N{3Z0~9E!m3G81#%+gyF&o=V;L4+Z*X}_3bj9H%Oo_ zy~QX|!i$sZ-sRwX{UvYnKu4pd!MI)k7St~AS%|pLa?t7utmE zp&(iC5tqqBxoC-ROpw38RzSftV0n%ynJm?P2DOy!Q7Rl+zRj|m5P=a3ELA8q;*y+j zWU0Eic33AI!i?jl|c zeWwx!Df7(7eD3F29Js!3igbBQbK0Zo`YKjh_Bt^kR(jeLAaxIbJTR#N_(17T24*MB z&@8%HxYo2$Fad8@T$Zd87*|5Kb*dJ&@Y3M)*;d2V7;6q`$%9!{A*cf%s@`O*8*Lf* z5asS%RR-n1W*svKJ$rK=diLxozRW#gTAm!2eK(?FCQ-HpmLD6z#z#LN6uE9c2&X$L z40^r5&~GJ*V=ZS)1N5aZ83P5< z+Ite0pdUf3pMf7BE5XM>wIo)-LCFy^Fu_>i^iD^-Xe&_^+w4d9Le62n`(g2Limpon zZ8r&0O)!%shot3)6m?kY3v}hk^h()+7&{m|B1NEosw)qo94ce_e3qk<5zAvaZ5z&n zp*>RhA!&1}2-&7L<)gNL5I(QIUflIv#@vE;X&qEr#1Qb?{s z*mlAZ%bsD^Yo(f)^t`3W-b!)a>KMDz4u_R@LgpjhB-f$8MSv3K+E0)D&4PN!31ZW# zcwT%sdq~R6+Ofu^ibu;X%rd-90WlMQOtNXFc$wF>j6#3j79THCB{BU)V9J;( zhq2u>8@^XSZ+_ZsVsORk_rIUaj{%>vo1a*UyR?`b%YlVXZ?qhmf*K*OE@t zw>HeEII5{M4R!xe(U{)}(q1qe7r`Q~UxVk`V3@6lvg~6)!ekORVhu2cLvj&8ZN9P6 zV%OC3<6dP$H2#WGyp;G}5&5bTGP6Q9H)zBvzmtolr>SUtrBJW6g*-qu4+4he*)Zzu z8{F6w=cnk*gRT#Y3;`P*BlSJ=n26qajOS*77)G3z(1^1%$WL%D*I2W9QQ)Z<)j5uU z`=Fs+>W(WqRP;2XOc&Mlyr%MMk~NomORH3~sx-pL&rm01kJHC0_?(qE_BA_-&*gKK z12OR}BoOg5{DH{+vcm*SJ$0`nkf4si4E!MRs=yzbUUqBweYc_*bx_1B+E0bE)E3l@ zgF3%J^6r5!S{T?7YlRbq@_PiYk5%hO;m43Ed0C8_F`7BQqYgjNl-y*cF|t)!+Z_Hy zws>_k(Gu%N$#b?P&jr~S71`co_fu>tM7eH+t8rKe>hxRTsXl=t1=czcmIi#$NP1k$ zxiNV1h#U?{j9upU7;=}b691>NCB~Rf*3Gla#lmPkQT9qBb{_g^TH9p3DNV1GUyVa+ zb|;A_^;voxu?}hl^GQp9DLeXT@|chyEl_svjMjxNNK}4~l7E^Zt5{khN&49fIHZm^ zO%`(l8)KWlpgI<&*w@ZCYQMh#GvHwrhY8&SFfj;^5M8m<&H-TM@l%G5N_nfN@J>3;VW4++#FLL! z?Mmduah5eRbav3)#dd05TV$`YbRnVkoGBc%h!JuaftmQU5b!Cf)_T>yEjdpmi{6$T zpyx4>uz#ey9_9^cqWe%o3wFhWI&q(P5RU}yw-MDKE_rcC&DM{UcgCBx%f*e7JIdz3 zh9VrE$a( zRZx7V5{!Sa%I5~@g^^9qe4bLI)Lw|^bt)CKvAP(TB5j&4eJ|#+>B<6BpYPZB3vMr@ zkX0p1ZgrIT$-$n`TumK-3{oPH&6(An5Mz%~S@mzoUrDfk2@jvRASDtK2Pc12eyL+- z?&ci{nb)oCbmtIw9eYRc4la=3qJP9moBPYgB9qJ~NwxFr?}4$>`i`LOJsXu`f5)~8 zwNHq?v$Uv))&kXf1)+T1ehK=4bt(d3_1W3S5qx`SiqqMm~-Sc(+M3H+2f4N92%JzR|U?8U|16+bzEVam&v0N zJzxtL3GRrA(!aCQ^)uvdy6JjGT9}|vCzO5%-cO0WP5#tSf zfC57VD~pr`p&Z;~b^0Is_t#M_JU{8PD1XM z?c+J{pd9UbNuRl4h~$0e{b*l+T~k{oI3K66$M3S!3m!)>7u_m15gw<)=n9WR$D+rX zFaR!5ex~Pf3Uqf{V;vKbf1=s-1{{+J#|-?e$7i#|8`WensZtrhm zyQZO%%^THuXW8lKk=qCHEx~7XAKqaLzku$LorT`l%8Us$Lqy9Yosb?Wdi>ZUL`R=P z;469(Ijh=VL>Kjvp*ze$2Tz+gvt~%cI>}G_^V$8#4|JX{92|5G9o#qrU33IG*gVgx zvPgL^65ZkU@k0*elZVm4dwfw7y@cNBWv3h2z*9qywogX^95c9Z`qaOYiUOBLy=1Np5DbTFhH>W`zAkQ@{7 zEBF_$W6%|+5~u-~a;P_&HZ#6@47D@`YEh0R{-R0zMNh?`i)z+ueL`kcyh?;Bzlm+m zMHg-B$6w`l1@czL&LEe&2FU0J58D`vx~+OMV~2`5#^2|qeCiyuqGmXF&Qrcdr|3V$H?D^oOXRO|Kzj(T^17Vw1x4ubwF~*HEDS);QuiHym8<-XbtR%2 z>pZG$gj3G*rx=T=+s&JUUgaPEBsyhJ=an9}=x)A*q&B_;xy!~4Maq&SRD$Xh!$BiV za7QBU#9|UUc=meH595vyC4uOomg}g__5EC+Ck}j&By~!y!QgX^1TyzM+AE3z_iEl* z5PoG-kedQzxVLx_DFdHJ9JYbOW0+dfXNtRoQH0Uaaad}czX}|sk#C_3?Eg#OLMSKR zORR5AMk|v;#R*_RM?3N4GoJ`u^9s=*!L? zB_^`6q`Dq+B<(aua^jtks*;#y7tE8Mrket4wQYg9Qf6S5)eYGeI&oexQU&?yV#@S^ zQASA%S~jM|%B-IwQ+8ewNa95zm;3WvH)-95lU^RmM9RQoW+GFF%v>XpnJWjT%i_1F z>4LX%>&hLFDqFbNQa%HJcdtGWsSO%3&wk9uUNu7)?xC}ekg~iHy?&V3r^+y_Vy?8S z?X9J)!|(x)H9k_|L#oH__6y0|-HcS<0@rPD=}yHCWnHN#o;4K^LF^j9yU^-TI=>3n zZ-663RiW9}D7nj_l`(Gvti-&XUrN1T;tE&?_b^fruV!58uMY!g1bn*Qu#JXwOx6Qd zpv)FVb(!-Rz<}Ph$%h!~5EX(Jqz{;A`$04pS_J0L8V57v*B(1|D5SBPhpKd#ppGls zER71y1cy55aBpM`KY=S+yfPc)5AFV}CcMUf_*v@<&?4ZQF^M7H^ZJlKIWmSnS^T#2 z^ROl8?_e0Iz@kBiwk^@K>uu2;!l5@5x-YTnHhcu>sZyk5R$qbT zJbf$)<`kdzr!!#L;D+HBq$_jR2N~oSYx6rl8I>+X{+2Eb{&t4oTx}R8O6~4(-?)^< zdv+97W1~J?TyqY2eAcp~G?c`tZ`%WStF6GbICnF0u7~fmN_81?(<%d3nVLV3F(%tXF3R_i1T1i_1t~W!xNax3O>pn88V~CyDLpU0 zD3pKs>4K^juYI;HhU%Mv`bhChy6`0-P#h)G!qUP%t-shW zuk&jeosvKrO39KSP*6nC>GuFx zT7xvvA4vy{!Tr#nRh5eLjMvd%X7akQs%YSnV5bUL=;>4ekE2~iKLJurLaZ>D6^TIw zG*_c?jv@WNZ6vy=c^n!D@9`H6Mi-rm^m|by==YH06dj!71sAQK=v28h;i$lgVNhVx z2R&N&i>REg3Fv<2x;hXE80?TU+q`^iU^F?wTm9r7S(H`MKnzVCr^v&|p_heOoGj^zRVIkJLMfVNOap)I zPtm+QnY^4k9uj>U=SvMv--f6Nm>+jS-)1N-eFmqVW5DF(x~|0_I24?w|D4?evP*hCtpqYS+~ zMSL69bzfW62wwel=iX|6+l(+EX7s{uoTmok9>0k(I%dyCdA0EQNNF<4-Kbr~CiJQgAMarRcKuuoSm@Sc<}+x+hr*{cpW2g>b1U9E3Q6wK2sMPa4bqWd#T!98Lr zI-g`In15j@I1v4yGyT?qSc+1Qr&x+$z$hFch^0v8S&BcLEJci0$TGxI7;FA+?`0|M z(!XRWQh}wI8%XQNl_Hj6!qY4Tt9#5+{H8@LMINve^;N)9m=H^m;AAQ4{>)N{d6t6v zFR>K5VZ*}yf~C-TKjEYN*DOW-Q!E9&^8HynOJUse<8)E2={%2UodA|Xw54i1kWa`p zsfVSI0!#6|lckXMuoTuuEJgPtmZGfYnJk4SVD%3@EJaH%OR?igmcrD-QgqfhUQB<) zQY=c|&+{C$0?}uPr7%BcDM}DaG3U=L#Roh~vHUSh5%iZVMJ5js6g*-nQr^kChgga_ z#8Q0ph@}u9mg1u)SqjIqSPH>Dl4mJsU@7kKEJe{HmVyD60{=HGh5A2dDVV$6ZWGi_ zmcshR%%@oj(Z8@1pO2e;sVU6xva*bwT`@PNhovx$=wT`53^0xMBFj?5`a-@M4u}v- z!A4z2EX6;P|B9thKgCj*9=nB4y5&!=@R?i`@1*OtW~F;?NT;g_>t6x_Op@<5>#JGg*qCdsqs=W0u0^ zajRvvz29S&LiUKIz!6K)^@ybi<5>#k87zevu@s%XEX9_;KfzL5TLgOfpIM4JU@6Y< zEJfa5u@q%WCriORVks8?Tb6=bHR=4bSqkBQjircwnx$|6OHulWrC8@=DKvm!&Xz+Kc{@rEv6}^aM+>99Rm=W0vB_$1DZb%Tko~uoPXp z+j*9v16YcDo~6kDGfRPOa0s7bDb)YMQjq_`QWQE_3P|+R!%{@M56YXwED8{I?1?pJ zxh;qV+gdiyQW&w?eSc;t&hTI3pJFMJ{~b#~KEYCG-{V;d?PHc=ZeXc&yY6bDI4v`u zMQgrXnk#pD(!XIT1W&LOH^&WYev+j)$+Hx#k64OECri=%n5DP}EXBY-vlL?xOQAaf zuKbT#3MtQ0WC2Uzc+66C5BW1oVg11I_9K>pd5WdTKB`;xh@~k1)l2w3&r)pSS&EN% zmcrc2Qp`s%f$$MaG0MqONS|OSK1tekA@d2A;v!-xMhDpI56KjpoD{=zh^5E@mO^rN zk7+Q&^pa zE#!1pKC>c#mD}cpRc_I7-~k5o7d|Iq4R^JLWhwmHhUMJzyl>N~>}_`j{mF}|vX8)x z>CV+mzBZ=Emw&OF%9j{NmOJ_%Bt9YC1x;`9)Qb#!aq8RrbXn4C_<_gh$R|lH&o7WH zCGPF6`-)02PYzGWz`)yH_&fe-Cnv&-c&K1eK$YVYXNzSuhKFWBjM$YMmxUgTs)5z| zq_PyioeNtry9Ih@1=fh%Hv=1k(l=1WmchvWsc?EgiPCRP=L*!%UmJ7UF;%-r9xIMM z{CpA~7xrK&5!0vaYbu3$esn?x4R`P|{VtPqNH7fInY1TVP|bbZ1l=3@iEWQq3Cj%i zOaLml6s$W0cLCSUw*Du{dCY*%rRZ9;rT_k7CT zdl`W zha+lx;fSw2j!QN@6OO1m92??!zp>>p0 z7T}2VMZIvu+N}UboO}X~V4nd;IA(?Na0Hg1GHpU|g!Y|YI6?q$1U?4fh|I@ugz<9( zM{r-FH-_MdMHOXJ|5G@kZfJLMkQWa}?09h*z!5*>KNF4^@Mk!J`RoxKaqp|SfAmQ! zU+t-P%+;>^9^i;!w3r8?#fBKq0aKzzvIMaRvM=+Kr;0Uq@j$oW{L~<`2 zA^#H`u^+(^x|e(5h~j6#5!PWPBc6mKOou`gp^xDR$CX|~77;>SP3 z5p_RH@w@N*H{giwqhQ@B<>3h7>|QuRIOj3^RnQse9gJ$!ekS?bjQSk5RO{>Qu2!ld^az zs~P(@cFDK{Z~$MGHK1gbEhDYA!zBp?$Lh4V_jOcp8UCH+q`YoY&|n z9-=;}5vH=NOTgHHHBVs@{LvIJeo9~7CDJeo{CBCfHPS*Kk$@SdK-|3J4g#~SAw15u zL3)$SOC}GB2Qw=bQbTT*2dsj9l63jo%aR6p*)Lk#*!VS2r(+Y*??};vO{w5@xpH9k zJ;C^v*xhC0Co0+laWK^=cq+od^6%cy-H(^0v5&8maqL5vv+o*~=>j6>P$ouZAs z{!HCA$M=nHV}6B(-8y+G)kCb}HKl7E{SHEa2_8w_n6#EPCDRYBp#$Eq(tK@G_@I=@ zp_k9y7XQABa!XkhKnWj4aGwEl#)EGA-D4C!Xm|kTF3amxc>fk8FY8h#08Uc&z$N4s z9;LP22j~XqYL}G_CxO5S%e*ExYD7w_$=$h3tDD3x)8e(VmB09S5x)B2;O*JFLRU7H zU%*Nd9?N(f2;xm1ur|SpUM;NXHUID^Ld2WaN(t}WdLK2P>AKKIHn(ZS%@2b zo$l&?h7~0^ia*Gdfx2)Z4s1d@?lgmkne@_2o3ks|f;azfEaF`9bn(L2Gc;P}4{y0T zn_Qt`ZVud$M^RC#cHOsn*@DRf14TOR+M8Mw<;vWm5Z*o9Z*MLQ(I47{uj^%Q$GAVJ z{<`!EN=32`0}Y;o#nh#_^e}{1I3`D#h9&L0ai`*Ky)5<^3!1?nvL@tITOf=C73A&T z8_<`+YXe})BKASP;g+>;Nxe`v-wNJ@^whew31(NIF02j@eE{zpi%DMW$VSW4ivrcZ zxaiRkdAf5sqrgutR*#Ayq;ABizy`8$ECm>#=g4Q zZt+^Txa`){Rf_ZSvN&l)06rH%9@*iVVCn)PhDB(AA*3%%j!1&mJ#7@@Xrv{JZ;K1v z(D#X>vfmO;f)d*mXl-(GM=GatM;^mWi&uAJZ#0*Q_%($gS2J31pEZLE#BknS*n6j^ zeF1dD&8Beh70`y)ZG%p5hYK%yzIkniRRu1}Kp#-Zw>JD0!~i9|T`SrSf345k*ADGm z>mv=8=&b3`^u%cK_qf(5S!0IE1c~@MZx&tL`e`O1%)6%Q@!m|aZeZ}O8Met4uzK4X zQ-=BJiyl=Mtnbt087x#Zhd8cvY=eN5G(USzC+bXQ?r~xUe_X9q22E%(@B0FQb1`~+g zB30=b7FNqP0|vwO`8gIg7|+lHM1WDmvZs+7>luvbJ!w*$vB3e7PPQLtHmQC9@`P7Z zAE448jWzgHd!)u0&QJsNSvEF%To0OcC)U_NrO!pdfeu2IJEqZ<>U4l4Fn}bQ^@l8& zuc$A?H;DzeV*GGYC9G4Mp5GCPAGBiOs5_Gr(4GoAUCAW_Yyhu36FoNTJKqz0S{538 zR}F&ZDAC~acK{?|vRW~Gj1urGXo2EV>F4${7zo`h zY__H2O9@Dw6|5`~wQ)_9Xh+`|IvzYqr&!KWg=g6z`qzmY3Ipq_PfdKam6M8vN!dQ4 zzD_?>wc{M+bV=2Z?mS1;7T10iBQ@uoMLpy!J$~GiJ!E(J4DsEH$1$h4dDcpB4WaRs zN@(n&S^LHs!)?dn-{ncW2k^+=KgL)IY4DdE06*UbKPQA%>F|Oh3onn2RWr5w%)Up} zev0;d9w68rcu&=NhBBEdK&xhzRYB696ysWj0Qgm)mfF_5>IwCuDtu(sWv~oooEJVM_MMR4Xdlvx;KoL9HTnwM@f!$REtL7 zyOg!y&Yjzct)cL_fc}pDfIC029Ozara8m!Q^!Yb)Q2Gk8etD2`H zE=L71$j@s0OsMHq%r<>w^#!^i$M5ICX34Duyx;kKB=6dyJA8%Vf&j16IJ#Z^sEL#Oaj{`{Jpu3QNbMZpe109&-ZZcaS~XLjJcoEq zD=^@IYf_izp~dvo`~3v_UqbHN(rrSemDM_Ft~xT00@Td_^CgwrEB@k0|GGl<9a~_- zWE?o0D>QWjY`1`Kk2&XEvW1K85y%EHdjqb_jH=e!YIEtcl=TbN z7?gh26eS8?fS^hqdG8SH!`CCIGR+7r>9rWOp!tB+?_IN>UsnNmwb|Z6{oCQU+%wC+ zs{jKbe6k2tZ3U8$zg~;hY1g}!mw&9zW}?-Zo$!u@3(G$?<}=au>7A7`aJyNSZPIII zX@``3s+nbrf?@tLyp!W?&xsJy&WActd`&0nSJZ|{tHJXhlh5}39M~=%NCqS*8WJsAnw zy6OwSmN>;>bAst2J4tlm8=B4{w`*HsECpm&fkyBgP8SDArGviVJ>z%yBO~$rTJVgg zFBQUgm&cG1J>;`stezzp<_o7&8^k{|ol+zpe22lsHSUawbWQ=v6msx_SvyhB`_V%P zG|petC!gL@p@ERXZ|y_%Y4YFeNnYi3RnwOkF$v6E5U=gBG+3rrVn_WFMvH?(bJS%>epRywo2+ zs2`N%GJgP}epI&3<0?a(jPgG4!AY>+`jQ7&4N$w&QxZVM7aoy(Rj7w$loxxzL$mmw z{(0;%pG$dG&hsHe-xDH&dPL_p5Zs5W{@SF6@%9DL#3UdY^{DM{kmjS-!~}usO2vBo zA1yDLA^bVPVz_f|kS#|tO$B&6mAC|fwOOD$j({j`Ux37E#An{|M}AmFBugCrA9xz? z@!XLGn$3&KF?>%hMr1s_^PJ*J$@q#{kn&_~+z;!`xPm{O4s-G@ze?&iYUNOC( zzx!ywUpX}MOYRXkA^JO%RrdwF$i#RG9BCJV^UVKaBbzf@N9(FV>V*qe}Royo-rJ`$s;yG73~Ua#6J)lq2<|#7Q{y2JR8CC zY{b-w08;3AHX@T}BMJ~3A>i2vD`F!mhVdZ9yp8MNad_VH}Q7Q{xVcs9byvk|R`jWF_T#LI|{ zsQ=mNsONYU;Q|k$5F7FH_(*^iM(u?M{Pe|E;5m3UqKaoDent1pt=b4YM?23(JV0!O z<5T4M7o5iawNbmW`bct9&Y=1-|DKwft{ z5=3j$pdOUy(bB&_&_ly=d}=ksNsmKOjUyV;+}u{@B{fBU-MV_6u*G3!gCS;yrD`y#9w9iLi8*_#r#!D0(j5P?+{tia259g z%HckL3U*w339j<36RjvlrzF4HgR|Hd@ji%Ud}kE;6IQyeCnB`=4Sw$-peR6UJAD`J@ag|?5kZIk zuW=EHf94{#(qbUiebAD}G0bnG+vX8xjS;WVjNHaz4`>!GKjJW{`(GWbD*$M)MWQ z1IaHP{V7ph(}LpTrI$490W;)AY2652XtiuBty;c}Ru z3iVTY`{q&CyJS^RVB})$Xcp$)--&}kpM*>ivWLx*%j{J18%$8YVZD0kDdFkMjauj2>^(=tmm>eTcQ#d;-UGm%9%Y?-bzQ zc!?K3RQdA=jhCKBgTa!SRv(5ant0@(#1w%(tpzs6>mvdFrq|zg93-;B;0o|I?a@QEQM`>>C*vb6D`NxB2rr{dZ-b02A%rYOzM6*bWPYo?wBWf@0FN3pc0+X8s(h zKXOJONf7G=0M8uJt{YCqhXw#V!(n#fR}sK7x|84|jh~h4hE>=tl~-zWrCGW06#+k+ zQmrguOIVq^Ih**52K_#(Zh<6**JLM!NH+|t;1Z|iZnpj2O}QeD7((tkn+`^hKlDVj z;dH6ubv@PDe6q3&%Hm_7 zMnZL4X+V9^qa`l~wbx~JmZ=|#?2@R3*;7>n3Z}P2@ItLmB#%*0z7cgn3Ze(2c$q2_ z2ziWx#NJ}IAoZQ@!6??PSqT`0{xL?eiflaGgHhZGY3_O&qo^3h_F@ztj{Y_EpcA8r z9sL-i*yhA2IycbcdN7LnJVvpfZ!Pa5QzgPE?$#iTfc)wzKAX3M)rM(A&JOJX0g`B#%NLsZ#Vb8L#eyE5;$yVS%<~j!h^I(dh(_IJo~Jm$^U|Xb2XO-N6cxXt!PCg| z6f=3Aq6+a8tvpXrfOv}J=bUPqndd2{@jS(cPM$)Lg~~BxfJTWg`TspnvHE|8r^xyr z<|)G69_Ock^efnZi>H8$6zP0^3dl~uk@<8$t|vo^#jzqfG6d_21;|siM&q%M8I$WO z03Kp9DUQSPoVWyJrC71=)bB&noP>nJ_J7*@7Qm*8wC$57O#`GfEtjTHA-!-FO40%? zh?2Agic}~U`6{AGdLxD2XhSV7YA$Ul7d0SYSy6+_Dz2sCbIg_50;_9yZeg6M%b$CzS^PV|#X6DSynR%aiF!}dYM1qj70&_*1 zzIE6WpIz$LJB;Fg07s$!(Q;Dk1?|MH@5f0Y;VAf(5+}vgmh&0lq>xSqaZ)6TI0|7< z;vBa@Bgawfk#H0~!cjEV{hT-{ZsRx#H4qgHN8zozv87**W!~VWiU|!2N0A2{g)Q`@ zn;Yw1w23&1&kb#aqeufMh1CpB3Tu}##~($FeCraLpOZK#-n|@0Q6j@pobiw9^7P6{ z;UD^(97oYw7L23V?+(IIT$q`JkV$jx(>oo zG%B|<97T>&+c|?cDGVG(k*X^o9L0gW7fw&?=A?MRZBtETIEvjIN8uiEhHw-=@5WI$ zl_Dp_`gx;A$KPfTtnipY8M0&$cGPTtJ!6_Sx#SB&#GBy{`)^2f9@tj6a&NJXHqivd zS&Mt4_VL`3I|CFIISH>cC<<`qq-Wi(%=D10`Wa zW=U4$=QK26`~5jpBVy^6b1JZ&=y69M#A3iOOmj9F6o=O{wegqERbOmq z<4(zmj2M_OF+r`y{JbmdXHUhCP5+GHJ@n)b|52Z|TUCePbd_MM2w9F{pd~TEp!pAS z_V6c=vqxgO?s?iGZp(6bGOaw{=kK(cq%dBMO{=am4L^W&nWn?Sj-hR840Bh}K>A1& zGRD7aT%`J0H``)rz)3*FX|dctKB{B=Nh~>=>B}L`gD;2ltq0(n zuH5XO(V)uB5uZn)#XR_m=AG9bP-3^Vw=+_)tDyVZw`s4>S{vrPv8!N4TAx4ZGaM1` z=rgj`z0>wW?unE4Zun%=p<9|8Hk_D!Z{qngGiv@kH)_J*XQ%gH9htCt^Hhtj&tUx~ zyG8fT0R5&r_BOo}-48py4R|C(eaA}S?${%nPS^ijHwf>wdBb*tS9>?eEWC~jS> zj4N6Hy90Am+h;vqa>`s2`Pfj6@eS0@nf@|ETU*MUrnn(nut{2~s+zJQY7kayuAB6d zyWaA+jTQ#~R67wH8YLf#@O8o!p(C7)TGgJhs)4kl(|JwD*?~9TMA&aouZruzx_-25 zbkAu`R^nBRdLjTBNvp>ZcK4ds8(C-+e z`FnV4vzb_IKsDe~J|D+6^l{G$xpn88ae4xEAJjGVd7h4S3xW8&s+jYlGCudhrsM1>gW9-3jd&}57EZ?c~bbkE>t#)b4*xM~JSm(!D zrM}Jb$quZQ8G)IuHK?0(YD#BD)V{ul8G_?IwN`T%HEX`f2SUpTB%P}J6nGEE&@|&c z;TJ997QyOt>?OBFfd$sLTC+6oM6{+^`k!UI8f6AOUi%pBqBS8gY59D!Q^R#HdZNzG z49WAg_Ae=1{OHh64ZE?&K%PX~V7Rk(9B3P+@tO7J(9fsbU$wGN$SvwP^Zh&jV+vV%y?l1V{LX$R&6iR8=X`=ikLi)RmIn7q zIWp zlDBX$o>h1XiyLLFccqUkX!q#0TQr$P&G)~DZ5fWn8(fjfKcf=u4%NN;;8SRp*qQEcv*5D8+w9 zJyO3wshtad^oP??NN<|jmjxGzN`YlYm~O_ET>hs z5A=sdHaxtr%wck2GuesKscP}mJ$~mKd)c0`QMPTa{@6^m%&^F!erS#*{KygJFO>yS zfT=AXuce2kt#RY}e`L^)jw~@bls9YNa}Dlv4L<2wdc9ejdcrc)tvF-RGdHg2uop}_ zZOuCy63{58oz-Yxi)atSGUCGH^zTje)0&j|{`9U3EmwJ`HWs#fuQ3`O!)X!RXrxd5 zmR70P{aHo^oaKi-axb})&1niNSPa)4Lj;;KMTGMau$zjVeCN6~nP+oP-w8?!l#&|x zY4c9feERxuKpZY&iYA=SdW%iL1E!M=GSsPV15>R5Ca`**{{w#Bg zuegS`;tPAJ)Npk7R+%H4CF0D$NNlbK-{*?;eNdZRv=rC`qQhgRE%T=Aj{IUPxqK!y z#>Kq^d=!QOzfMp_>p)kb`X&WrTiA^7ecQa%Rq4XMg{pk5MZc3blrynO<<42Gb*hI~ zK!kZ`c2P`r+`!)z_|x^~)=A3gdQ(<1*cN}*@|Z9@Yu4xi+8Rv=R;>5OVNj6MMXT=v zGh53VoO#-=demqUHFtA2SyQJ-x0iS@P|uvg$^s`ulDtNX$caP#Oxwin_Y zBkbE0gXYHhPe#FA@u`X#)5d(VjfPYg`e^666ELKj>mG&87T!RKhuqjUQ%KsK&}_TM z*&OFXO*%cOAP#d%Srg55Mn|Z20Rt4S#W3N{$NOLj**?gVh=o|!AowRmhcCA0g=)X- zqcqk?%g251UfBMpdLi#|(Nnuh+Zr)~w#`fwMve}}?vRQZ=+F1G_f@1%pr4j(_{L_8 z-JNa>IZeJAUjOx&3bIl0o$vb;?jD->fORd&y(F&H@#Ps|!Si6DI3}`CG~G-r6z_wDB3opkc$u+K%#*QDloAVtr3Ne% z<#jz-C{_$^xQvCO`6iplLJ{`Bf?yVk^oM(4p#XRSg&P}o#t0UQC#Aw|GALgqa7))xfJym3^aF=};nvFpZ9F5$u8y^^OENU0_w2$+9Z|g5^UvzHp*F$Nv z{iRmhc9uqv70V8UZe>G~(R*z#*#D69=cK`#c>}I;R?&baYZ6Kz9LO9=Tzi z6HhXR2`2|pI2ecmU%7IIiQUgvCWs)4hA_r3@pOXz!tLUoEW|Jo08u0WL=n0QzUE~d zL~%A4M3Ds$#V6kfMA6X=qVU|zK@^^)au9{(5C>7@bb~0o`%<31F8&L~FmZ%~D7r=& z+P(5XFYf?R7hR)dO(|5XBxjh@w-`4Wfwa z0ipHuS!3Tcb3y8w0BoGC>#J#&iO}8CAB?nR9Gq8?%lvk+U-*ykfN|5g! zfhcepKoryN_YB#5U-t?3AOG{afha5&pC3AVQ!H~#tKc9C4S^^oGZ2MK4x$*^4Wd|0 zAd1Bjh++tVC=PuJ5QT|>C{lt!6pC&T#fe@)6d%7xAPPGJQT)1h5Jg9;3m}T$o=3%g zqX&rMp}oN%3Y`d|=wP``APQ^Z${%@e(WDAWX^z|4huTfgeRY|#aQD9Q}AGtA_SndW(J&MSejKY=J-a1)54$49~a zEm!vrq5yS6?;r|KJAo)H!5|97-OG@OGdnh8YF`WJvG%yJNg0U(Ozyq5I}2BP=?APT<>M6q+2 z*W7TpV~}@})^|ODC>jo%KTMLlh>IYKkfoP_DC%$FAPRr`6+slWw@M%ig$SZJ9RN`r z2=57^P-LrrtG}36agF{wfha6f$V2ozKoq*(Kom9tQQUrI5QX!~Ac|eVAd2a5Dk?Y` z08#h?APO6SDExzEAPPG`6kV_QhkKV2h{8u8iY;;wMI%5I@iDG~7Jw*f^upu4fGCt> z)$Z8=5XFiZRbtGJf}G8kGzOyZ>uU)_;l7@pJs3pcIBd@4Ac|NCL}BX&QRK=%6dxrw zN+1ewCQ6YjT{398NA~OJ@xR^p93d=lt>~0W64F^$JIEZ4J3`Ef! z08s$jqJr zU?7TifGDmf5JkhQ<_~Ae-;kaliVHELn=4>trAc{LL2T@E322pfeD}gAKzYPXaWH1m#ItNks zdw?j4fiLj)N#p|CWI$EO#*wMSB25@ymYzqNp088Z%^v!w3*X#yp}l0EnVP4x;#U zqGrj&+}AMFQ5F~ViDBy2RAPQSB zh{Ezj4-iF@1fu995QRbpqUdBGioHES6tipVUNitik;y<5=_ObQ1&HF13`AjOAPO@B zQFz`Z5QSR?q7eSrF-ZoZSkeumFf3KR%|H|tJwOy|7>J?*Ad01f2}I#yAd1B@5Jkfu zI_CBSQ5={AFveWv3k0I*cnBbhrXpRZ2%=a45Ji*-qPSBAqG$^OQ8<-5GYLd7hJh&5 zL?TZh3U4roB3uzM8THz2t@Ij1fqEN32HA1M3Hlfja3^6M3Hty5QY97kVxDl z15q58gD4hvgD6@Uh{D$cM6pT&QB;c{igpg7NY#lTig$W~DAJz^eLEK*3R^dbqEiN< zAWn(9r+`x;Ym&JDoD#|6vX)tmuk}daOY3bX92LKRQN00^VS;+NI7Of1B_!2GAgLPe zW=ma*eeVCF-Dol}^xx~=x}V-Bou4MhnrE(16};?b)1)15nnyd8o=xQbcGjUgyWD&y z&aaG)S;n`dh6qJ-*n}r3N(rTs@i6L4ptx5cN8d3duFl~gZAa{DD*9B zdK9~jy{i8G%1wr74Yth2;;Ke-hth?6ca{j4Ti9nB+Nw|Aqplv({t3t{k}XNiXFbH8 zUS>$dOjRjXc^GUWnZYKs^So1gfla&{UcV?9HgPh1(WD%}CKdxWVY|_*SfqSf4x2FF z=3NwiCIFjgKV`U4*$ta;rslk5>xNC7LR|iC*u;+$H$e{1yRzEh$^8E$r^Er;UAH$* z3EC*2HXTV zB~DyB1^^QYH_`ViY}6Zsn*goH*$IR@xJ0BGKLl=qZWq8!G+mCHNMyJP1{}yE;J{C~ z3F4RdU&l>&Bf^LW<7gW3VE7qsLM`GZz%K#hg+;_otYWx{c8;5POu|jrMcl;Ga@@oL z#XrDJke}fH2A>2zz#3!L9J_+&;>YYzws0Mrz zv??$0Nv!`?K8g2&`6SB0C!v)1B>eR@iBDoa=abO2{HuHt;r|MsMEF0)CvnP*?Y7b| zE1VqQlL#k131V#RolhcFcQ&3?5Y8vD>f87vUb-QOPvSk|lK@(V_#}Xqk@zGY;d~N? zACgZ3zLJNx)T#@kx{!z$YO-#&_V8C^LXhf@YEfd=iiRfP50Ex{^dz z`2Q52#3?iQB-n;GoKIraKglOCIhaoZK!|QWiB=h(gog1+pd>^-35DYO@=4GzdjTVi zx)PrR#t)WZG?w_Td=k{hr6*v(b45N0y6KnfrVRhk3!emT+RZ0H5oV7-gopnx_K7d_3Z- zT$3;BjuS+OC8R`-v7A?q-SyY!^EJ6cbXKDAI8$$~Owhd1kGxE6#9vyn#peu^0HMHSt{8GG`W*cl^))m5*sqL=lHMcv=>YCP=&hXZ}mFm=r zR({H=?Y$YZD9C^n2 zmaua3{y1W@92)Yx*|pSLca`LssOdLV^MSs@)>sETr1l)`YLc$g9#xEbWI%}jWrIFn z;~B=cVpt5co%U9VTl8S~;_Ko2tu(2wUD>9r5Wu1euc|qH;04gM5!!z$8C8rtCC;!SnsL(btjRU^IBcm3g7pt`zF3(hv*$zRoKPviP;{ z#G>ST{(Uy5FtGg$EDd_Qtwu$6C>WOCR?9Xz$!`KisE|ENoud z*J0d{u(Q(o|@_c;-VKvt>r^AQRj(M)b zCLPcC&K)#l*x;Qr=R91Po;))yLj57zPAFo)Mlf7~3O7Wlc+wUIcL@VLHfsDXTc$a7 z_-hfRm-ZIy9OgO&4u8U&x)<(A`xtTl}D|8)w zH^XP$6%Rk1>-%P9YSh18N7GGZn&sHA`fm6my6VzV;XHd$;hr>VHtSsd7Nx&AJn8x$q-bxfSuWvB|vHg7^uZVIx(uL1=|tMf!xq<_$*O zB-bB*sbcSXS6b5e4$sp>08WU^ByC6~kPD!757Y1XY%n+zj+tCDmJRW0ExB6`k8`I= zzHEkQ__8&j9(beGa9}mB%uIc?{SJ+~n*8|>jZ^4RW}p7|44cbxD@#qQl$y8GCsS%> ziK*!y68m{HQj>$!2LlNlX{bZuNuz|9V->G~}=9oG~YQ@~Eg#w?O#<}#O8 zC64oi~Z9JTc$gVImv&&cgXp9_&?@+ z#E^~pfqM87O>bXk%*(;Phw6*AQD}rr;*U!eqkwI3!~Obv#zSyQLUmcKO9V}T=D#*w za7TVUqw8*(L#(j-`xHa=GUL%>gD5kn&EM`&H`HmV-*~Yrfh79BAQs!u-Y@q!MjmJX&78l)4ekNC$8#hs! zw+W3SY6670ca4dBr*VW!3A&^y=nrnLkE7igBJuIexRQ*tPe%^hi@`~|KeP@^{2C;i z>9j3EE^SL;=m#P!ku}RZfryoA))L3-=LWD{*@qFy(#Z@m_W8cV9u`r=+L@RBIfgRX z#IxDBj`r!eHnIiAA-{LMFio4!%V`Mu+Z?vEK*Ze!e1hxunx-#7bi!{`ZArtVgdOAa(ol8|vHLeV%H z;5}W|>@{QA++)C&LfGO^ZBai=?bQkFg4EKw-JNA!f?(xyA-2W7&95(OUl0Na%s9|%>naNL>m@JewGU}_{YDSpW7>_L zyu?R0*tS`wB(IM^o7*0WX3&*OG%crNU$bvB#O&5x6k;~>YxioJl5=bO6)D=N`}XS4 zHf7|&x2W8}T*8gGFni}!@7fO;j@WeCbBggt{R@?&8%NkaAIP?r7CV|l*dZ2eLT=Y9 zV`^uh*_{+t*FX-`Ybd>jQE92ZKKtWh$)`3>@~M5=AAv>2@rhp<+jJ*9Nynn5VPCl? z(q8pirizFqRe}iKYRPh4eL{gQm-f#ZHrk+%)V&h+7Xf|@)Y5GllykQR9=ztHmJSu| z&X9M{&e*56>I*c-Ea16(G*Uxe(!*vz?=jO z0Bt*UAhoiM0|fJGE!@64LbkSF2xHEpofa(Zs2rv|?1HWtd}(Fh=16U--%Bi+LkG7% zNYBtR8D7ZtS3}+%pjc^{3rO6``73N{z3G*fsC7%Rwb=N`0Z*&mHP^MI-n7du45n>D zZ7#`^dwbgk|8spTo89D)X4x#PZ45=-j6!$sxY@iX-f+*He$5@@;IXbp>fQakj07rG z^@&2gY=3Bx88AxQ>)U^4$begjX->!8<}S)MLt7~N(Q&9i9d*=O<;1@J`(!6JDZYh@ z$TUX)+{E+Mnn=CP7tK=BB&KHVGrqf#n$}G$HSYU_wHGNh1Cbh+C0gs$R5rct9T9fb zrVUg_W~xvuN6lJn{OZnZ>Cn81Qp6r@jU)76srS?!GNeEr6#HY6hGYyWQVd>Y*f%YL zR!d}**q=Z8Y~-=19T+tzlI<0ZkQOE@YIW4{xzO=x7wN^$*q)Q${-7dxETbLDKmp`~ zX&%`+v%vQtWa}o&Dm<8amiqOW4*yWmn_y?3%0$r%7%ou5^EC%b`QCn8Jli#jW`T8;U%XF!aiRL67oI%Sy>&!5UAw`dXI7V!SIlW0Xp)wqgS5Ofy^23y1L|$D9a87lDQ|4%;xK* zUieZ6s5`{rf^v`Q&G3aEz5Z!q*+vUqUAC!ikz zJ(o<6c-o<-XXBFVKZc$ji%YKWlI*$U`T>|Fpt%Yzxjqhhiib*qsH<-#S`S3^(nbIJ9apdSD|mt4OKdP+Z+T)$tk=aTFH z06o=jE=ez-{*1zlK=(4?@@o>rG8HYk# z3_X|J-UIzE=(*(jk*GXRL(e7GzXLtR&n1sP4wdjm=(*(f)zJR}dM>#>29^0H=(*(j zO6Uhc&n1t4E%a0_Typ)-p{M%KCD%VD>AB?kebC3ko=dK8hn~udOVU$$jYgXk1wEJC zeyXJBlIydfr}(+#dZ^fY$0g}ql8)X-9=Lv@q~nt7=Sq4mx!xh^x#W5e^i*%TB)y?yiLQnb3CAZ%KJ=F&; zx&0pK$3V{|w|@(I%11AaKd;`zgi#mrHJcHT0AoF1dXM^zqPh z$?XfFr*h$v+m}O6<;W$s-v~XWpG$6kKlGG-F1h{F(4+VTF1h_d=nc?w$?g9PJ(_5N zOKyJ-dg_n338=idlP5m57Awx#afI&{O}eua8P<0tyN1@-YWv|IRgyKOpt zTdk#qPJ4;9xU{0AIKS9wEy}l6R2CLkjaNKly5gDSE1pTY;+cuoCE2Da^Q?I#<@qbD zC585a;<9Ddg5px9Uwj4qoGa+(_pYDF<0&sHsw#9^mzYvAt$Fsc6;@G^bi<-->&y)6 z?76cSS(B5Kt;{6jTTD!%$%1b&F_KBPDb-rEs;baxuUcJ}Z!Iae7gXW)lY8odQ(#K5 z=Hc4Z1=eMi<*O=in6|)Lg%Wb&;=o~#YsC9a&a_q)mloiX$r;j-bP#NAWKWPi8Syf6 z>7a)Ze}*C?+-bGv=dUVVRbqFRSK=8`FH;6xY%)z`4`E7S&wwhma#dmFYRdZ{MURWb zCpS%5R#;Y8X?GS%1zKvaT7gS@Q}>78OX9QB0iCSy^l^TZV_C zN0R*tHaGHQiPf~K!d{6or9|PmmY9;|>K<2$>6y%JrGp@&Nk;sM$0LOtP0$IPBIXq71S~Hd>2dVM>|T^W{rf ze3@p>Wt#atG^z8f&Psb3swqDTx*M<9ivw2DQLvR%hI0Z|(owLLNzAhO0W0Y!*hn|gI0a2#L1A@qe&HhP!W8NMoEuFOp?5ke(H^t6b)m@$r3p%&pgEb<6Rpc} zi98O6{Kwo$?7>ozfb!Df{MpN^XUveFFEUM%y?qt-s;bOt6pGWyvaY1KsL)wlT9{N= zR*+O-6d#(}DzQlv+td8=iq+O+oHrGxB~_$|Mo3|GVWl%^RZ?|w@#Kl3G)<;VD=jX= z&*GG1`oZmrU{_?CoW!Jf>b7M`dG^Z6Vl+W8EGo5=iFnFhQbO^X2nZz4OR_u|b z3Xw$3KEEqPCPh_buX0)oYbuh16fmeEMQ|>l65x?|K8QKWqt7p`sL6LMOS-MlzJlK- z*rEzG5*0^GTX!aw+ED;C*0h>5E82BuaYf1M?nb^ase1B6q=N}$5B-valu34s7rG-W ztVVUNqHO8b^(ZA25GyKq-buMG=Dt`;-T4y8b&Aqjr%LaXSHMNq9I1{bPwY;!lqr;D_GN{$7a6THX2=uF3LDuX7CNg| zmtFjAIU1amfnP}aWVB>~-sng6u1c?F?+r>3Wo^-qwK)l{lHa|~2Uq=+^%nwXisJ1iG{|XpBQtn&Yc&GwYnUmd+JTmM+cM`K9!U^xr!S0lqB>zbiN3kci;!> z5ArI}ujW%HT2x$F|0*` z52l`k%?Jz9Z=C6opJ2x{`)ZlJU;(W!>ID^>{iL}wEQqi_Oz5&dnia)ln}7*z_D7N? zur#n#;a?4o$yS`yQscKuz+xu5hGrybL{(n0iUzL2jJcVMc4H-vQq%}3|1;nRrALqX z+3wVE3q6}Hre8c=xj4>7ptMmM>HajMLFuQNG}6(G9L=85N(Idd(h3vJvPUD(^V3W% z%_PwbDStki9roh^(h$0kg)ImU1QkLfZZ;9&1ZGQiAUF`r2wH^WNZ4+K5`<|8Dugyf z+KAvl7>95XaUVn2fj}!Zw8}&2pY|nIH(1VLb>q@E-z>tll&|v-inHD{Gf-g7E4EkR zI+^X3ujx8Lp~C&i{!IjubESy^914vx`$LjFrIqa7Kp=U8%)U)#e?hX}CE3#|5S8s5 zHpCNz3o=^+(v4G!8p-yEWQ(+5oQ7HSuezTxTe8iTY}+JTq=VUJ%WP{TTQl;H(prc> zWh>^19bZJ%ctcRR@K-Clu1UI1BVC6i2vp^yZ)l-OW_wby&BS@S2h|fQmpr^$5W-2B zEqQuDrJ(vlwp6cBH3arKEgiF25FGP+PxhdLDn*WzPbd=hF3f>E zF47!0U-_cTAhmN zeucD9p3r+iX)m#t67Nr$9 ztNUis$u+G0sssaUV(~9sNAauK9mIQ3yGm^vJrm^v-NzsW($oE@?UcsC{4vCQEh#Ts zhC(^p<32FI@_hs)Wih)C)hP-SaZ|bvwac=J1aUqOx=dCV`EyV%iSbiD@juEh_8fwO z-GH8h*9AJxM4)?Am!oj;*C@qFIv+b0l)R4fbWwXu=jr+kgk!R64oTP0ISTw52afqQ z={TnR=KUd^F+fLUL4Ulg>6p?VC=0O~2E{9X77Og@9u9j+5nbD}&+V??WTj#CI}Jzl zi`OMeFBJsos9sQ>Qhw5VKr5J37s!^*IhGZcmO@fLy#+?pPuEJBZ-D;C(m!v(LySW> zheYo~Sc=ev2i%A-8sQio*oUwbVIn;|LK`w-2Z9a3h|qnZz|!6TR+}=m?^p>``-HJT{8Q2$)3_m@%Pq0AD7t+Qoq$G*&oF%9d<<_RpO%+kxWys#q%7Qd^4Z5$K

XU!!lTjW1zweXrdayp>$JQtF zbbX&bnP20Oo(WBnkdE-L_Q^cno_#X4Cwz?m@9vYUWPS1usZZVrX+Ro&Ed8+`oz73+ z%lICa`tP5J>V_09MkVBf#rr*G!h z{Lpp8?_f^v`QxUx7gH0nJO(bA6xr z>sZ*6Cp4j>h9ejd;t=8y5)cv*Mj(tt7=e;RCA;p%GykLOaG9 zE(9Y&8!|T+;UWe=O$bf|GlCxBEE2v4!G*90L66Xh@9t)V283LMM1%_{xcvwX2)PKc z2xpOy-3T=ZSqK9W+L0!zXAT5RJ+XYL`CE6tvX6c935t`56Uh{E4vOEtqEi*nEi&6O zd=u_RddTiQ1e$XVa`waT<1+h)U{7-iWPeJs5AytjP6g~LS-?!7IZ6J#c~Y_uas!0! zgcLuOYtOl0z4Q!k;S8Pc=?O?zIA!;1V)L?sg7TNr$ma>TLm=7jlG%4i_EZ*R&%gae zZ$RX=%vLLnVKz#(ZLp_zN^}ZD*~@Hc?iQyMRE`vHB?8si%e(-goA~$c{Hl5cV$vpjpjWYW-$v#K2?>YC;EVI2J+0r{k`APXt>5!cDgtIbRgEXf?c}}+U zjASc0>Ipj8{7bfEn#vSIUm);4JCpMPd;V;^e+#I+5v>=jB{C#AGfnki5@kfgkVJF64R%vCsK z^Jn~f*N=D-ckBe4;#A7b0yx{W4?#0J^i`aY0=gkvYo5SbL z={j-N+z^=ir?m>YAJs3Oe!4duqdOAFcbpQ>)-=eUed<)n=}-__g6?Gqx)&}%dgXKU z3MIW8bT1xwK2d!Y-*xJB#QUzwci5>NOl0pDf1ZE5mciGVF5o8odBj*z7E)ZK-$!*C zYdG}Wlpe|(3e^A8c}lD3Rn14%Qo67fMg6Ea@5<9Q(oB z=y&&8PWM{T1?cHHuCzw9Mv9kgr1jCjI#9E8E#=ERgxxY*X?--X_OnrDyBNpEWwzq_ zkD%n`ZIju~!7)9@4|HT2$-KHvq6V_Nh1Kc*V4Q2+n{ diff --git a/candle-metal-kernels/src/tests.rs b/candle-metal-kernels/src/tests.rs index f70f773a97..30c454af3f 100644 --- a/candle-metal-kernels/src/tests.rs +++ b/candle-metal-kernels/src/tests.rs @@ -1162,25 +1162,27 @@ fn gemm() { ); // bgemm sanity test - let (b, m, n, k) = (1, 2, 4, 3); - let lhs_stride = vec![m * k, k, 1]; - let lhs: Vec = (0..b * m * k).map(|f| bf16::from_f32(f as f32)).collect(); - let rhs_stride = vec![n * k, n, 1]; - let rhs: Vec = (0..b * n * k).map(|f| bf16::from_f32(f as f32)).collect(); - let results = run_gemm( - "bgemm", - (b, m, n, k), - &lhs, - lhs_stride, - 0, - &rhs, - rhs_stride, - 0, - ); - assert_eq!( - approx_bf16(results, 4), - vec![20.0, 23.0, 26.0, 29.0, 56.0, 68.0, 80.0, 92.0] - ); + if false { + let (b, m, n, k) = (1, 2, 4, 3); + let lhs_stride = vec![m * k, k, 1]; + let lhs: Vec = (0..b * m * k).map(|f| bf16::from_f32(f as f32)).collect(); + let rhs_stride = vec![n * k, n, 1]; + let rhs: Vec = (0..b * n * k).map(|f| bf16::from_f32(f as f32)).collect(); + let results = run_gemm( + "bgemm", + (b, m, n, k), + &lhs, + lhs_stride, + 0, + &rhs, + rhs_stride, + 0, + ); + assert_eq!( + approx_bf16(results, 4), + vec![20.0, 23.0, 26.0, 29.0, 56.0, 68.0, 80.0, 92.0] + ); + } // hgemm sanity test let (b, m, n, k) = (1, 2, 4, 3);