From 1ce0d788b0b27ec73d21947940c33c4b78b44738 Mon Sep 17 00:00:00 2001 From: Priya Kasimbeg Date: Fri, 22 Mar 2024 20:08:40 +0000 Subject: [PATCH] add tensorboard logs --- ....tfevents.1709683487.ea5816bb3479.1498.0.v2 | Bin 0 -> 82088 bytes ....tfevents.1708190672.aa8ef15f4d60.1498.0.v2 | Bin 0 -> 30587 bytes ....tfevents.1709703625.a9251551e9c9.1498.0.v2 | Bin 0 -> 82088 bytes ....tfevents.1707989139.8ae47c161b79.1498.0.v2 | Bin 0 -> 154606 bytes ....tfevents.1708054041.9ecaffcac2a2.1498.0.v2 | Bin 0 -> 154621 bytes ....tfevents.1707989260.7048b88faad5.1498.0.v2 | Bin 0 -> 155717 bytes ....tfevents.1707988494.d268d1fd1c41.1498.0.v2 | Bin 0 -> 1378 bytes ....tfevents.1710367059.85538ac1f6e8.1498.0.v2 | Bin 0 -> 30301 bytes ....tfevents.1710468766.27b2a9c22d28.1498.0.v2 | Bin 0 -> 173557 bytes ....tfevents.1707988566.e81b32dcb7d5.1498.0.v2 | Bin 0 -> 237210 bytes ....tfevents.1710504215.1c38bdbf4522.1498.0.v2 | Bin 0 -> 170506 bytes ....tfevents.1707988625.9697f1f17979.1498.0.v2 | Bin 0 -> 1378 bytes ....tfevents.1709723774.1fef102acd21.1498.0.v2 | Bin 0 -> 27972 bytes ....tfevents.1710549566.a6ee6a230398.1498.0.v2 | Bin 0 -> 173557 bytes ....tfevents.1707988829.f2b159eeb6ee.1498.0.v2 | Bin 0 -> 78 bytes ....tfevents.1709725613.dece0a46a09b.1498.0.v2 | Bin 0 -> 50851 bytes ....tfevents.1710468548.c4dcf1ce3aee.1498.0.v2 | Bin 0 -> 295173 bytes ....tfevents.1710818208.dcbc4cf4a4e0.1498.0.v2 | Bin 0 -> 226689 bytes ....tfevents.1710547233.a53ed025f9c6.1498.0.v2 | Bin 0 -> 227316 bytes ....tfevents.1709818176.0d85e911efc4.1498.0.v2 | Bin 0 -> 99426 bytes ....tfevents.1709751201.a48e8a78e20b.1498.0.v2 | Bin 0 -> 99426 bytes ....tfevents.1709683951.982b957bb264.1498.0.v2 | Bin 0 -> 97794 bytes ....tfevents.1708122392.fcadb3b8e4a6.1498.0.v2 | Bin 0 -> 70061 bytes ....tfevents.1710205640.a59adbb8503a.1498.0.v2 | Bin 0 -> 72724 bytes ....tfevents.1708027675.5a8359f53bac.1498.0.v2 | Bin 0 -> 75706 bytes ....tfevents.1707998460.a8a3b4200e49.1453.0.v2 | Bin 0 -> 153144 bytes ....tfevents.1708063965.09169e6e8d3f.1379.0.v2 | Bin 0 -> 153144 bytes ....tfevents.1707998883.bfa3bf17c952.1421.0.v2 | Bin 0 -> 153348 bytes ....tfevents.1708026404.9d89a6165b52.1498.0.v2 | Bin 0 -> 151370 bytes ....tfevents.1708091904.dab33cc8b6dd.1498.0.v2 | Bin 0 -> 149644 bytes ....tfevents.1708026821.50e227ca523e.1498.0.v2 | Bin 0 -> 270 bytes ....tfevents.1709734330.1e94deb8660f.1498.0.v2 | Bin 0 -> 152722 bytes 32 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 utils/logs/study_0/criteo1tb_embed_init_jax/trial_1/events.out.tfevents.1709683487.ea5816bb3479.1498.0.v2 create mode 100644 utils/logs/study_0/criteo1tb_layernorm_jax/trial_1/events.out.tfevents.1708190672.aa8ef15f4d60.1498.0.v2 create mode 100644 utils/logs/study_0/criteo1tb_resnet_jax/trial_1/events.out.tfevents.1709703625.a9251551e9c9.1498.0.v2 create mode 100644 utils/logs/study_0/fastmri_layernorm_jax/trial_1/events.out.tfevents.1707989139.8ae47c161b79.1498.0.v2 create mode 100644 utils/logs/study_0/fastmri_model_size_jax/trial_1/events.out.tfevents.1708054041.9ecaffcac2a2.1498.0.v2 create mode 100644 utils/logs/study_0/fastmri_tanh_jax/trial_1/events.out.tfevents.1707989260.7048b88faad5.1498.0.v2 create mode 100644 utils/logs/study_0/imagenet_resnet_gelu_jax/trial_1/events.out.tfevents.1707988494.d268d1fd1c41.1498.0.v2 create mode 100644 utils/logs/study_0/imagenet_resnet_gelu_jax/trial_1/events.out.tfevents.1710367059.85538ac1f6e8.1498.0.v2 create mode 100644 utils/logs/study_0/imagenet_resnet_gelu_jax/trial_1/events.out.tfevents.1710468766.27b2a9c22d28.1498.0.v2 create mode 100644 utils/logs/study_0/imagenet_resnet_large_bn_init_jax/trial_1/events.out.tfevents.1707988566.e81b32dcb7d5.1498.0.v2 create mode 100644 utils/logs/study_0/imagenet_resnet_large_bn_init_jax/trial_1/events.out.tfevents.1710504215.1c38bdbf4522.1498.0.v2 create mode 100644 utils/logs/study_0/imagenet_resnet_silu_jax/trial_1/events.out.tfevents.1707988625.9697f1f17979.1498.0.v2 create mode 100644 utils/logs/study_0/imagenet_resnet_silu_jax/trial_1/events.out.tfevents.1709723774.1fef102acd21.1498.0.v2 create mode 100644 utils/logs/study_0/imagenet_resnet_silu_jax/trial_1/events.out.tfevents.1710549566.a6ee6a230398.1498.0.v2 create mode 100644 utils/logs/study_0/imagenet_vit_glu_jax/trial_1/events.out.tfevents.1707988829.f2b159eeb6ee.1498.0.v2 create mode 100644 utils/logs/study_0/imagenet_vit_glu_jax/trial_1/events.out.tfevents.1709725613.dece0a46a09b.1498.0.v2 create mode 100644 utils/logs/study_0/imagenet_vit_glu_jax/trial_1/events.out.tfevents.1710468548.c4dcf1ce3aee.1498.0.v2 create mode 100644 utils/logs/study_0/imagenet_vit_map_jax/trial_1/events.out.tfevents.1710818208.dcbc4cf4a4e0.1498.0.v2 create mode 100644 utils/logs/study_0/imagenet_vit_post_ln_jax/trial_1/events.out.tfevents.1710547233.a53ed025f9c6.1498.0.v2 create mode 100644 utils/logs/study_0/librispeech_conformer_attention_temperature_jax/trial_1/events.out.tfevents.1709818176.0d85e911efc4.1498.0.v2 create mode 100644 utils/logs/study_0/librispeech_conformer_gelu_jax/trial_1/events.out.tfevents.1709751201.a48e8a78e20b.1498.0.v2 create mode 100644 utils/logs/study_0/librispeech_conformer_layernorm_jax/trial_1/events.out.tfevents.1709683951.982b957bb264.1498.0.v2 create mode 100644 utils/logs/study_0/librispeech_deepspeech_no_resnet_jax/trial_1/events.out.tfevents.1708122392.fcadb3b8e4a6.1498.0.v2 create mode 100644 utils/logs/study_0/librispeech_deepspeech_norm_and_spec_aug_jax/trial_1/events.out.tfevents.1710205640.a59adbb8503a.1498.0.v2 create mode 100644 utils/logs/study_0/librispeech_deepspeech_tanh_jax/trial_1/events.out.tfevents.1708027675.5a8359f53bac.1498.0.v2 create mode 100644 utils/logs/study_0/ogbg_gelu_jax/trial_1/events.out.tfevents.1707998460.a8a3b4200e49.1453.0.v2 create mode 100644 utils/logs/study_0/ogbg_model_size_jax/trial_1/events.out.tfevents.1708063965.09169e6e8d3f.1379.0.v2 create mode 100644 utils/logs/study_0/ogbg_silu_jax/trial_1/events.out.tfevents.1707998883.bfa3bf17c952.1421.0.v2 create mode 100644 utils/logs/study_0/wmt_attention_temp_jax/trial_1/events.out.tfevents.1708026404.9d89a6165b52.1498.0.v2 create mode 100644 utils/logs/study_0/wmt_glu_tanh_jax/trial_1/events.out.tfevents.1708091904.dab33cc8b6dd.1498.0.v2 create mode 100644 utils/logs/study_0/wmt_post_ln_jax/trial_1/events.out.tfevents.1708026821.50e227ca523e.1498.0.v2 create mode 100644 utils/logs/study_0/wmt_post_ln_jax/trial_1/events.out.tfevents.1709734330.1e94deb8660f.1498.0.v2 diff --git a/utils/logs/study_0/criteo1tb_embed_init_jax/trial_1/events.out.tfevents.1709683487.ea5816bb3479.1498.0.v2 b/utils/logs/study_0/criteo1tb_embed_init_jax/trial_1/events.out.tfevents.1709683487.ea5816bb3479.1498.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..1d9036abf8ef8e899ae4075207109d735fee2bef GIT binary patch literal 82088 zcmbWAcU+DA|Ho5kSRrIYDvHvOQAA~?h>T=JsZdfhlwG6}GBOG!B*|=;p^!a`k`dXI zUCH+QI>&vzf3Itt&guTw{eC?@&+BtNU)Oa`=Uk_+ocOYcMzMXr|x>bWI zey*NAh6Cq#_yqLoI#NePE5O6Y-`8)dw{MW4o3EdTVPJr#x1q=1fA^mpq4OHG-@5Z&iX`S1vv{R|=?d$K~PerL#6FIHgQSHxJ+1680R#EhKbMnxCutWFKF@ng0cRGO9HI0v6?-YHs>3p#E-6 zN98ore*tOI*%z+={b5r6+@h{zk$@N2h!5tB??OjORD;N@tZub6mYW-CYAbeKBb1 z#PfJSVs@;svi=t&x999$<-vYTP&bvXDlPtBkWb*u$sWP3GiP~wFh|(0AYmxbT|1<< z0uE5{JSI?di~~IU0|0K&*)zDNCie~>>ius`t+e+|R5l7{A`DdwR2qvS_*QeQ>tS3? zbFH-vjs8W=bk-Q5JTIDw(o)e>spJ3mB>Qix>YPio2AKWB?QG2cjqjYhaICWXMrK@J zrISj-0N;TBZMS=%pXgBkm-8yZ2G5!{FBMM>{FhVqa{3|VtMN>ZnMx0p)~;@DfinZW zT?0JaC;JCZnd#~8|G%x99N;-qcyTA>#->~T3w7|Ah6hlrpUF(~Q_NClQCx3&WFt_x1Thi9 z6mqzZ%Z*y}28#4XQ^gbtT#8-hx;VYoHP0L<{8}>8{1hizee4gXm9wX31E83$#Y6~G zSm8Ppv}?}+3j3|zVv5>aiW%oW_k|_QJ{Wo$C~og!ruiv4T6ac@6LPn6fue9f6Cq3y zf)oME)cXO2nUTMkq7Ikh-u2E%;l8tu8&HfeXQufndYN>c>O~QzRnA z={q^{Kr!;fTrovmE`^e2G*T$N@E8OX&gYnEeu|Q1YmmZ6aZGohn0=Lr5T?jMiUV`o z-vWx)wjp8)MJ|Q<%|fJ@Fw$;1P*{#(ruiu>{MR9c=lV?-fg;zLi4dkJL5kn@hwlPK z%Hwb`g%X#-dU6A7{8@K4UI2d6Cr71u$aqng^MLjOX zot1NtVr`?$dO-0#lbPnHxYTncF5s#5$s(W#JHJrzF##by^KLYTq|LrR8k)CYHkxtReJCmu2p!W1q@@p4C<9Y9fc@nJDVBQ8bofHO!@ly@`- zD72O{)BF?$qt@aAhUZKy1Pa4-OoTASEDSk(waYA^@Mv*TOrgr9h+cRNDe5{E6ahtn zCNs@X(Y!h9j9Ow??=(>Oc4i`kDMFB<>$Z#*Krt`nteB!Pm!eZz0aCo^f4CedmZve( z{1k5&u+Au(ORrskBKbHIAxsg86c+;b+yjacy)KI>ns6!Rc6*5wi-UUH1`56Y%rrm6 zvmdPMMazkOy@2AP9TOo;u?8uOOv~`~MN$4uF-21@#hR%lNa0-m;~P-eJY=T%DSp%s z#|4y5IoSy)UOi_bgehV%WPtGqb=ZpsUWH-`H7$wiEU8s2rf9~ch|4cS3g>;nV}K&K9y85Pv3C;dl#Vr- zT>uo%n=%o?6e&nC>g-u;+M7F{i7A?MDY|bfMT#p%#&{nUdxn|jr?5_rzy%EIbN&`k zG{4V82vZ!wkORGnXTV;(pI0iTXu+izVEX|n)Lb==!(KEAXQufn9^H?^1>Dr}TLToe zqnQX{ienhkaJM<0QKMUb5>u#iDM~y)B1O)$5)+_M>%dI&Q+UX+USE7sD-Qt*-!4pq zFhvehXj=M~!CnMqRf#EDaw%HbzCw!Ty2t(i#fl5eG(Sc6HmtoEcuBQ6P$b-BB7`X} zA;sH9PqAq&NB$O5wBk~XJ@o`BRPApK1Bzo4m}!2B55rj$>2k}v0EK}&6Cq4-3n`XO ze>?{EV(|0YYenzLx8_pVynKWd8#4Cb8TI}hGtEyiQJ!^1rJE(z1BzN-mZ=r;NeQe4w_>;ii+;yE+TPZ6fidVOIwBK{IkguZ1WgegjpVywrN z??7SD*-lKM!KHXJ=>}4yecV_E6koeD)BF^%l`M*k(jaf3SZ2vY2vfX9if2JzPXfh` z%n&g}TQ0>QzspF`OGOLs22bZO)BF@$wzKY|?8d&>0TgnVnFwKuk4O=)tGo|Te2hFT zrfA2d&@4ZN6i4>_>JED`IEI<#r!bCSQDps!y9X2-wlERG6kn0zMOCB%P!FV^AeMEhosH56* zDPAnyg%qd8?y?37-80NIKZSh*)_a3zMj9W7y(qlQL#m6_(JnDCADTJNZiwmeXjrZW-36!nq9b$Te?fwVF?C8p5fp}6jY6ve)^ z!(cCzdNb4f6dks+UZ&YDzvBcHNBc7o!W61VQQzdzdpM(Rw5||Sbl_6tDcT}MYt`6L zps?-0O!HG@JFzH&_piqHX*YCXB7`Z_kRs+m)eoQ;^g%C1WOqj{h1Tc}NYV6&^Fg2( z^NpG2rwA=&+1)nO!XNfxiF~L379dQajuiDy2igF|@O>`g5M3@sfzKEG`$gRzuU-R1 z+)-wlpW^bI^;q@I%cqS1ii#X2LYSfrQYx&lTdY_n5V%+2vg`F#hYPwy8*?D(O<+Aow*d}yvorFuc#SSK(SylGtEz7 zcHkTSjkV(Uh+aU^ZaNboOreJqRbk$KK(RYbZ@tKFeJ+K0l>zQWNb%*RK%tVwO!HF= znd^&Z)Pv29zW{~SIVM7w!T>3bCfy$l6e?XNh$#%X6zjHxB1P=oKN>)h-;E`{Uk45YC7SX&n;Y(_ED{1k!lNk~z( zS7Saa3W;kV`RYQ!!FRT*~?a6grcbX?}{jb}WkVtu;CT zMf_AILYTq~DV}<_>k1T8wpEBJjJOoHEfvu2eKAAu4x}uFndYZZ-M9<)BEQKAO`sT_ z#zY8HSRjRcK~L>ndYbHYQ&=Gb6gqkX}i2-B7`Xh zAcb#6L|>rzcy_IrqAQo;{pcP@VIFNX11NT1XQufnz80}4mW*;=1$%L|fQb;MutAEI zxj7AhqSMWjVhU3(#h|)_kRq`5#;ZUPd!L!+r#QZ5FM6@f&tU;jw0zD)2vZD2iqK5= zKS0sw$VV|nH!j7IC8LqT{`6z~tXiux%rrm6Q=NlIQSm562PoEEVIqVnMj*xA*xBho zvE-@lMv>j!xfJ>;o=9P!*kK^-h2~pknx7&~^*B<@Y10`$%`&Wli4dk3jTHKSLfn92 z$^!>6MGr2;$qk`M5p?1WzN_Z)l9}eG7@T_vDasY!e1yF?`ksjprf@ z3NtQ6xppK{c#QeF7AW+FFw^`LgXi2picN_o6M$m$NG3vSQU&T!GQzW;|LyDl&jRph7qd!c9FvWDFxM*7*3>4c<9K{s9xfBs6 zmm>T9=6hEIb5yBL+kYd={LD*61hjPUfeYh0z?dIWLq=a-? z27A#Wi<#!9=>GUIQZ&x}(gY}+&oL3g6ah%#Hmh9-?8Uy-T;w4fXxm@Y}4M2^4YDV#E|Y-`sj~sU1>O_I>vrC`Qj_ zruix6c6g5zsqfPc0)@$3CPJ8E2~zAI5}O4SBYK_@Q}pBR#hZ^+__{l5;<<4^(aV~d z=BJ1+U{MT8yZss{whv(EoXGA0T#C?+-H^h4!$51Gn7@OW=BG$- zXMN)ia@w+esRV&04He8CR(M3q{IA)dsP$;)%ruiwX4drnGPu3rK z2^7P%nFwKuH5hX5+fe)#$;>^SH;e2Z!lg)h`4%ZgTLrQ zqxUfp!W8R~B6#`S-9Rx?FH%fl$E7H9RYi)#Fo$rUxNX8r^HV(D%%bpJ*j5QBGnCPJ7Z z7DIF=9e0AgNLcVfOfig0;jyYcQtVmY4L>cf9nMViQ|xr9g9~s?d^8^RVrDcGAxyCu zL!zF!=m15#isoBHcH46)MpWn^Me`%0;^2%r^^2M2r%1f5hzt0m@VF~bw5i+TzXb?W zY{igoN-w4WMOXtnama8k#nidlNKvM>bu~~tR%fR9DUx)QaRJXNyF3DlW9^v;VTuF{ z(fp)u3=~Nt7l|oGa4GiLXduPP9cl4EF<~Mz%}=p8f<@7~Wf*=JCdi$M5T-~(iU*tb zTLMJ`v;ATU2QJ0$eyqR3{BqfiO*___ndYbX8QuUFV5N852lm2u2ooVpu>(Vr^tXNl z3XNBVVv3PmiW8cw>&2a=J@a5M`g~-j`6;vxsNe!V6&OqhiZx%E2w{pO4AHZlxBw_R zI;d5T;1QkV$5@@tX@3!{Wsh zj$8`8Of#e?w=`V{dyzSondYY`994+-QC2F&Gk{{pWF|tGVjof{{L#g0x5n5!F~wLe z#V6p_QGTDJu$^ZE`>^N zE8L4m{cOI&85MAtndYZ>IV%J|ad*=^b1Lk`z*9_wFvT&Xm>4mr94NLNkV_DG;moC& zvYtheSb2OlQ2ai|O!HINI9Vgbgew~Ffa3NUCPJ9v1X4KH8HCS0IPuL$OfiW|@l=`h z>Bq0(Do26hzJl?8)BF@2_ddnj;vTO*;w#o$^_d7^ijzpuJGbmD?8V-Usp54^=2BP; zV^L`CYmZM1n17m?=BH@Bg7r1CVLt4IM>I3dPceB-KJLZbq3QV7$)g*Y2w{pGqz*38pl3Rf=0-de1^ zxVEWq2T*hhVy5{iHu}0E#kP`ponbG+7BdmT6lam*$ggo{VK2Jtz7bPQ;ZkIrZGn5S z!&a{aP;570ruivmbhkkYIq%v?5!H){5T?jQ3geEoVu7NrvBox0N4aq+)ODL7#qhLH z{8aEEb7q>K!lz3nQW&jB!S_J=_G2Q1DJ~#|j$R0!QA<|Xi7DK<6fS#Nd-2x90N;b~ah|31&~u;2p?OHZ*rg7EUk z!Y=Tbx6fJ>BI${SGox7_EQuJkAqbvhr_-5|YV=4$)1<9~;en0YO(;=xq&d$tbX>{$ z(2jlOjpG*o9zJ*J=+2SKL(M2d#)lft8UCrc@xQDMmA57s-Rt9PfRr+) zt?=;34FhRj!eb3T#B za?(gjt^UD=4tBe7m48;ZKhghRUfQw_iOQ!OYk8rEiat(a)nd{#xfkG| z-D(PvUHotTFEc;Mc-448g&JHz-or!A#tT)2~mx z1P3=1Qi^O2KA2Ut8lE-VI??Ql$iWJphg$BxqJ+-O(K}KMXLy5D8t1>BM{Qe%cO|QW z8a9VxqL4uu!pG!09uu9DS4-i7p5&di%1~`4tFdQW{JllFH

%A{K;CDo`*){e=ufkW*TNs0VrGP0-n707R zq+T3lamyqPgP$o;a)4YT-S#Z)2%cQ{O#v>?`eJK#nj*h0e^(jL(UO!NCg5OE0);DumTGc+jr`~w^ul}Q;gI(XYBNedh_&Y~=?gKf65O7pjG zWj;7~_zcZUaPVT@7(Ba^7CNPYgY_>_khBhRme;s@!D4W5-3>~u-obebdf+O%^}cZ( z9PCy=c~UtT;&dDxe7bnYUU1O)Aw>#1Xo?OFw)=Sn94vcEDY7~ELC07Z9Bk^^YOlz_ zC5l20M!Zx+2P^%p)xkk4FA9<5V7EQ28w97PyMn<%4S!0ik%Lhdb;H0xo%xi=@1R}d zddQd3G-xO|cxMS^$mn35Z*o1s!KCGs#dWY*Kx^FlA7$Hv!9k5RG%vwHyF0;ncE1gt zS05alype*Wb&#{Xv8RhY!NKHsO0C{Og-Qop<-RPfA>iP*os=h)gC#~~=-`LgKK|ff z%e@pS=wOHo?n9$vCkKIp-P0*WHV03f8ZHkv)xHInPKX?Q&GSU;G;h{*>rcB7H#oyv zKBIB|o9YMO67ZNj=^L*O$E5fjWe6SphXBDr;f`bQjn`{s{xU!y*gRjk44mMpmVHG&|+=N0TIk-NV<=~zt)0=^Vjm;^k zMh-gNtH7W4I%q|S{0`dpWI3prHzWca3?57wGCG(zIXfC0JUg7SxDFbY2IAg-e`{+C z4h|km^Aa3vy(bRO?%VQTK7xa}lPE}92RY00ivMW@4vzPr)ao5O3xS*Jm8TODMGijX z`8kcx3JS=hej)G_TxAL`(>VW4wPu%#cvGFf$>BI0lNtGxA$&}-@R&TA-xi-p`P4B# zPXuzjzEGLiJ!h4Pd4oawwDA(k88Vhh=GS-QpiDFuP!_jLdNzo{4Xe|!{1udm#ZsD=P$t^e z+fmc(xo$d8ChM0|khEpOS>B$iYs;Wa+OMJ1>dRzL&_Z10grL}|P$oMzQl3<0;$m%& z@^uOr+YZF>-A0ju;%HvPeK@r}?KWJ{^OGq>wlcBUotyv{^v)~#H~jqfh3&HjLJp4Y z%5recrstL5;I{P?BFRBDCzgZWi@Ll32kUL6q#8M>`|NlwICx|SCGtDitv>65{%e>| z1vuC-l`>>>@Xe3q&%nXVLzKmJ@UeCr?!8}PpR3@Y+fkaA;Gpfz6g<0&5mm6;d2Tg8Jo>UHMu608PRp&apgM*p{6e;MS z%R}6U+{dSS;1BrmkG;wiB&~y-xY3;Qq;l}q(O^7Vn@7lpfrI%P6e;MS=4ado&jq0i!NC9>N|DXM z*Dp>@hMVd@NA*!62XFEG7MJ^UIplHj+=p+UzHy~-{+sGIH$!{FM`9G7RW*TQvULV! z2p$u;?|4kkjZ1$HWm2?o;0h7Q300vo(LK*9lj~E@?S?W*i=+@qWitE}t4td1tn(hq zL}M)_)u>GTMr0X7nS6<*ME)`f9?U9}S#NhQgfe-ZNEtGgN&CkQQlLx{Qz(mDCZ&Cj z;)W@D{+R$}(&-S*ODL1MzQ<70ydU;^;DWAsjDn;s6VCE3Y4q2FGTD_)snwUs*m&0a z>A$;;4}%N3=S9kss!T%eM4)_&>s3q!ar)k(NI`KD74YyWj&D{9Wiq~qQe-QWjGU|Z z@$%n??XHU)eBD^c!L}+a2Y06{dV+(Gzf*`L2R|jS9L#Ajek3^9L4GK+oEkaU`RSCO z;GlvsCGtDCT#w~oYps_$;NX!)lp&*od+eQ>fP<#ZDU0i1hVun<@NtieqrgEA4VstW z;Lt-kcoN;}_AV71RMep$X&vM&?{4~}K9~u29MK%XJn63?j>)_)E?MCH)U)Zj1D&(N6 z4ePzKcqg3zaIn*Q3X$ZXRT#@b#WPp*z`?rllvE=J6(XBEf`e(hD3Ra6L~WLXJ?8iR z4h}{ipbQxu9J)*07#!SjgtE8}e)23p2PZW;a2FgreVXPaI5@EE5}rgM^Rl(T!L}DD zNLmLu%kv*?wF(?OcAZkIcQAHU46ZWsvqb}N(7%B4q;jxGGYK7>7u2UUIJm!nJ|=DOnEX*}X%A&`YV~&q5y*Kpp)yHs#k!!EB`@9sW%Btp zg-9xs)5BS1a`y9pD^Mm|A5c<_%H(8p{TMjZ=bus{f0?w-Wql~6@W|SiP$qldP=<_U zaw)l429!z2N6O-s$2?RevlvxJQi=`5o+$!gA2^SX2}^_^LH!$mrmrLE&=XV4xOd zaUGnJQjQLG8*b$Q4r+Fyc?k{{M%=@bD7VDI2^{QZL_yLz$XQV^ z&0BGmDvKSjf`g+hC{HQ}OE#Rsvo%_$WhZd(R)2~Vbnq7IYaxyf@g?Bk0b5Fu%|Yu+ zOS{8$(A}cbU6F&ES_nD#AeMDmS6vl)035XQqYz0B`s=bB9B-%B863=;OG!0yaFf~m z*Wlot5K82CFxHpl;Fbng|A2%0BPc^g2UmPIaRvv=qbZB)pqg7PJSjbIrPc!npKPFc z2@d`)dxAj?lR8v_gTJ>>khBhRmUk#}bTK&CYA2;u@8IeltiLPoG9Pyw99*=Q@}zPw zamFQdaDHKhFF2^4Ns)pM&N9ctH>GPo)c74?K;Vy8_Rg2yDJHy)FHLk+h=nQZE{vt`BK zSLiwFLS<6t66=DV7=P$Jl!@^m3XxPM0cTma=i}ucr9heNv8SXOmC5mhl zia}?Lqh~>xSk9&(Y0HGOyd^h-KSP=11W{`BWisjfE?i~1N|k9)CLxO`PpUFel`BB` zURZVQ0pi3iqeww<@dkzlv98DQAI_T1={v~km{dmgaIymuN z3*7sD%ZudUIvD0k^Aa2!Q~Vu+jvsSc01m#LMnTd#$XQ-pi+-ix;5;8nt=_>VPY>WK zKUJA;1_%2FQl3-}79A-=2Y;G;s)FlazygXCbkJoSE^L9kS~fV?a4Dt8=HMNKP~#g-MiJeVMpBXCQ9B zH^cLxOtRc5PpUF;Df)`?*`2+o58~*1Q>36cs_wY3Dw6@tpiJcaDMhw2`FP#`Iyl&6 z-bU@pzb|adG=vV`w?`2-WUF}wIC$tPouRDX z@@~=Y{5){*=xvG=bnuW5E^I-*p*%SF@d2gC=3x6z^7uOl7Y#2?6*;(}osfg+&a5|= zP8AP|00;9&QHUf5w=8El_-4TDRB%vX0wvYR!Hu@tXMux?Qz((&L5H_22XEA0u^JrQ zGo3PIbnseITwQSRlrLp*9qhi1^;e2p55}Jc2m8*Uc?k~Q{h*8vE}E*f5FAWcKta+v z$XTBDozd&T!MLTATD^nmQ77?KxBvF_BRE(mit?m#@X{j{e0*G>@`?uF;Pe=Z6m)RJ zTwK^{xAFVHLB%bUBAbKh-_Fj1o9b;ZRHum?Ol-%!sZM;#x&qpcd_Dut@B<%dod2e} zw@yQRr`ocE_Y^oLM&Btz@R-QW!($Q^dHOV5(3h4(?Gb^T(G)6^r&X*n>7+Ts5y~X~ zGlfVh6V*ekGWl_1!XYS=IzK3>MrE>ZQ}8x8)R*N~Fo67JlG=#%3jOB2czGz31ZB#Q zu}n6HPIv-k;;2el+%hrHWfliaE`_?hZw&uYCFIryQykb|SlSTAh5*NU_Q2ftNPh$IK)Jy{O! z%r;R22S5Izq#8MRS^i8OI5@qIJOjw@;OgV73wpynxl6&ptooE8qk{t~2DStT7dNFW zu7l-!``}4gzd{~A&uP<&<|Q~7?$!hy4DlOf0uFXe1zk~(Qmc1R zzwA8XMvXS#2M)eAq&%q{)ZC})4hBcy!shPu?FbHr_N5fr95kBt za1~t8%_mQ;_eJ!XYHjWX-OGdZE}7Dt8ROs#_wu4~{tNo?jdk#Xp1ne80vwZ5{*)nj zOcGb(F==A)@Csbe-+d}E5rM>M3zf-)9M%PW`C>nOjETF#6DCAbnXKHvDwDH|3Ti`{ zyiuW~8kNcSZ?}KLp)P7niTq{a{E1a254U`40%c;^k}_m0ldgk1t${Lm*^aWfWpcdt zK-{q4-)6tyf}YTk<|UMg-}dHMCco-DnF3`}X+S~JmI-Hh`&3srK$&=%Qfl>OQj%~5 zaqD;;h=ek6>P2}{l}S=R)-SO44Dde%;&@wAq@XyLSmNlU2M&fZ8E-==vX#lAlLK79 zLF0t@K#_xIb%Y#z9n5--@LH{-C0x+uu26_12M1a`07))Ie}B zq=*vv9sGWt<)B=HE04iJ{l}Ccql0f3Is}1(N-rsk>)^oiL-C}1Fkbl&IGFpE<|R1T zuecRDs3+HE131{QoPwlvkh8peja9+m;MQ-HTD^m_9Bv|R=ItIY!9hE@1m^sd%E7Rf zx_CkV^J@k^&dXMbA_W~(WjzheXI_NWaG@g{&mT#VbgGb|NUV?*bf3!shhkv%O0tbgBQjoL` za+VjW?LQbC9J-rQt9S6|wcCj6Te~xUNy_N}8pB`S_SJ1doXo>jUua&)4GxeM_IzA0m(#U7<4R+<|pdeZ1bx`%ortrcj8a zGI_4bDwC{>DIcIrY`iF`MrE?)l%f}u$4wx7!F z3T2YIh_bk4((L*KJc+9;6!2ZL$YnGyp-k%c)y6Wp`#8-N%4E|D3X--=ILq5$d(aWe zq;wsnR$nHG(M5<`(er{8T+oB#C{L;~8F0xI%cS8~A4L%7W+FujiWAEc=T|*7VA%Oe(!6D6WpN!e8}5cD zrESYyRd7L{7Dw|E9CVqhiw>T-v+XcAXq8Ao(mKdlUU9f5{*qMV-IQ9rgBAUY5jW_0 zS~)m)c|YYz z?_eSOI@sgUHYOSM7=)!!&) zf`dw9C{obD>AP`Z{UYDsv*HgQSzS_<7EzX?1VHF?m=)8G^^8WG^0*@gcT4P$r{F^Dc@&Ht7qMiRE_| zPFiGZe2mG!N(zxwCRsgMW#XpNt__q);V(+6QJM58xQrj2y<8`s0pu@}_J>#(^!1NS z+CZ61Ye*R~mPxO(8Ta9W?%IN~xMdRT>W3Sae(HJ{T+pl9(Y%B*iIOwMGI7*T?gwR3 zPnUwEEfdc2ni?N+_1;w>fB$iZ57JB^0AOE0HHeg|#mupD%3HsK;Tc=|hK$mrm< zDfJYxayxV|!14foL1UHDCW5(N(S@S}MN4o-G6LkG9*FU$r9ch03CX&vM&FKu;dXK*kigi@<_P($S-;_4;F zyMu$e5tJvDgWXI=qJtwni_73T_-Hjn3OX3V`mlEkhiCZo4~0#XBAbKnJD!e)o9dj5 z>uzEP4Y@bfm7c7ps0TEja1G9It85zQzo}01^Tl_nTg%tahGUX>kurpjNfvHar>7?Q zP$s<&>|P@Ri8B%^lQ(r(6%e&+c`TI4wyP8(sZ3_PXC*0Yez6J4MDaEy)u>GFPj)Vc zL!Ew)68XzyxdW?AF7LlS4ay|8gfe6-lSNrNE1*nzyrL{_nUn>D;f4hsk28caF?mn( z63XQHDhn(V`BPb6p-kpiP>{4`!dc$d!WH-{Hd;R@wfZuNNT@*E`}-^YK$-NHPhrka zsmdg{z7v*7Gx_DaK%7uziWC&*66;gzJ7)#z!UcU&V@i>&OcKw3`3w%0U$DO|a`3FN zkb{FWSubo?r*E4F4n8TP5J?W6?816sYv7sd0S=m#Q&No_oRX=He=VBxgA(~2ym^e} zpxNv31>j%@h2hLWlF`A(fnUAB!S5=R#dWZ%dnBHe+fuF8fP;~ZX))~!b{T+l7sQfl=Mw(I&0aa}x`;Lo$})}cJ99L$|H2_0O$EI1Mz z^f#bLK?haO;=)wS3Lb)kx~7yOn}f@`^jrfDwm3Pz`8UxQ6-|U3Jo%k9~HVJrtH4*VPj4t{t>88SL( zr>r^&9Nb(=SzHJA|5|~2Z`?6&E;yL|iRL9Z*s*K?I(W+J)DO50dVQrJX&vM&&-eDF z&ER0iKa^U%gI8|;Lfi)Da&zE1XjgXubAC$YpnEe9bg?yY3}px&6V0o5Ox|qkbPLL4bxZegB9K^9p)!&8WmUis`6;!aOzQWg5J_e7 zcoHi~p*Xt`%4F3*N~%$r9I)t)j}kH)N{ResB45TTlXosH1E5Sgj-m`1%cO3_h~-cw zIpZjcTPAX6SxOqSKA_e1vP>PG(RhvjZqksxnDZoPlL>{&FgQN$ULqiWC$l=NgLBY30UEa6z9E zPARgL$x-*fvEbm{8Se2S2Xnd!Irw8Ct5PCg>%IX8-z=gKNe&j3uwK|c+GLL3dM*j4 zq#8Mxx_Hn8sJm0ql*sR(0sDpRpLtskfrEWFQihBU`e>V@gB#*0i|e3nIO{3!bGLsr z0S9%HXkLPYJI4(}2YYRaJq8YTPNg7e9po(U*eMSiaL^@k42XWct?4Rylj z+Z5NQasHd?X^|7~Cz59?9Qp~zM7tSf2p*H1`*=)BQ^T^LOdQKEXn+6v3VlmYp)v`Y z!NNHg<&0(0LGdCJBB@MLOIc;2l4mv@$|SN8CDo`*Qf=yYfHIlak`npLWX=RuncP@) ze>jxMeND=cu}r34-~J2AWRM|Z&2lg#D1P6ZvQ&No_JhCa-3>>T*LW%qi#&={nsPw@&7aZIbK^ZbSI6CaH zA~-lYnzFbK8s132z1MDIkqiz_-$3&c9E|@t4$tnQE+Lb^!MH6HB&~y-UIjKDQJd95nOWRB&+AA&L}qP>=ONQ}4K${lUS2 zqm&|>gJ$Kq58yiZK66s4$iesKLJlgsFiA(mKdlUc7nX5pdApGo@DVpyk8*xXROsAaeMYf%xOs1Dnh@>(pJJCli1ka4<99T ztpUwTD3cWDDX6LP<;%OEO!U<#NZK;tEYG>^ozGAvhg(r<^<{F?s1dHRUTD7+P$qNR zQ=U|1lK5dcmP!5tlVc#x6FrI)6sP1Z?!zr-x9LzO@kW#)Tbb;6A0S zYzOadE{g*PH+P^686E8Zc9jn}SY$w1TnAG$Sii(DxW^!T0?%7hnwQ|~4Qo za~(K%rWXZC>mX-&14rA81P7N}Q)=}NW(79JRR+mtJ^%-w+fbfV4%W|Gi4OjJzW)F? zxO4!&L?I9|U+fXKnhK0*$Toxw6k%PYtVu7g{~ zQHUf5-{!HBikoJ10|&FFP*RN?+&E&%5pb}b7bWsLn9`SZ9em|`{T4Xbbv9+l=-_~! z@jb!8+#t&0Iv7&2ANOAF*RY{*QysU6<|Q~-oa=>WcWkYN?ZLtHFba~^LC*574(b&J z4)$C@snt8EcC#t2vRSehJ}X{z9py>o;EmI((ZR-tBk=RXdT|sf=wM0}?t}B1>vO@u zJ&BYen}aEbcKN_fwR5-1MIr}t`f_io8)p5&cbUtIdwzj4T+x!o`ERN(%#OjE>XSEm zSwb(h9!wd6$3%|xTPF2lui}#jLOW<56@esJ3YAH-<*W)Q>-r`Y%4Cueg-9wB!&|H* zbIlzWpiGALq@)^^$)L+}7I3JeEGdz{OtdUmW%6yAeKwRy-NBS0W0{PPmCuDT*=0{z z+%oyPI}J}_r%?uDp-i@op?L{qvbE9&HBHa&o&;r*JCTB2ORu!gCYeTG+=!;%;4l7Z*VZafKp_0aQfQS_Tb>0$hy6M{(WIvX)WYn*J74~ zuQgpdfrC!#C`2X)wMwVCgM+K$D5*vc-i|fLKaT&}Mu}27*nVYDA8_zOGG)l<;AUU* zw&38I{glOZ@RiANba3*+`%2(oX(r7}a4_FA2+!`3pBgxVgGE^sB&~y-_`qnZGB_BVN0EXK-eG+w8MrfF1vk%O82xHr{PhbiL^O7*Qs_J*s>Yz-Rczp36~(-m*37ic@- zi~YSFDMRp>+^UVIRKkE1PbiaDGe0d5fyDP0Dw7X7tT)~joSV*tGMO7gAu^T8AC>0* zP$u6uQ&Nq}q|xGaKjBc1*-nX4mdS|BV*J)~#U9F#u}rjso_RuCJ}Vm>>=j6fQabpd zLs1vFpnsoF88SNfds!a7u=QO^SzHI3p2)!q`r&W6_(jE}D4Lhx;Om&hcoHd19ySsj zT(_2jq;-(9yh!J7>%l?$I7+SF!PCa=aFxo8uP);AiK>Tkin#f)D>|O|^ZS_#ikYyTU0$ z@R%gBKC5%(=vhlBlftKkHX@KsgN4eZu`TNrx{jL*KJ;F-{aq$RrZU;9VKfxV#J&?H z)u>FCXJ*;J1%0IvB}!Q)6}$SVLz#H?pbQzylR*Z_SSGatX5@i5FI*^6P@IXZAH&NivcNAY*7Bqj*~(jljX91r#ahpd9OS zDR;N*UJ4iV+Yc#4HV5}K&h8Bk#y1>%OXT3YAwmugC}q8{z1}MRIXD>Ci9%#@aMb3C z$KYUjZ%V3>gSvO;;B~OM9VJTX;I(13CxV0R$5Muj4sLwix*<4d;7VCs2iKor{UXuV zN3IcY9kiH1^Aa3<(LWN;?h`}Ln}UOe0Td*ygPi4EZ+BG<94uNysnt6;K2Z->>8A2N z2poJJNqJH^IJDV*bTB@79{$kDto0Nr=wK%6b1A_^^48#B-2_UJ&B5-q-cN>`>aR~7 z3PcWWwdLMar=MZHwcBjrvD0vsned**`ERQCHExPG)pI5s3Wr`AS4A0u$7GfoZq}sd zY4@Q_W*F$I{r>w3eWRUFnM}-Ly+Xfuw7de!#Ha^_$W$g}mVv9GOs@B#q#BjUq-M(f z;ZPe4phPLlWZ)+ImQW^FZ7D;>GSPWfxEji2fCFW5%Op39_0vkVSEY1;GASQR^AgIW zY)TaF{QlnGwnCY7pG-m0mI-HhXV*Ob31#wpDy3FmCR=}Y##L@#>4;^r)Q9qgkgY7SaIEMl$QcxTx*5^{jwqMm4%0zDgrN~w$F_~ApfrADHO~;BHJU3Lx!4LzM zgOip7mw|)5tSCe#2ggiaW&#ebw4tOLIruE7c@8+}H=GisbnuScj(l+NkRxTt=-@7M z`A~3h)FjH{Iv8fd`o?>5N=X4YICUz`OK@=5yp?!%FI>EEA~^V9CIw0BAZK|U^vb4! zgE@heTD^l4hjhVJjvO6p4Hxva3n))22ha9Df({P6`?)bV=&+0;1s$y45*Oz2@B==1 zzEIaaoe#jldoh$Dql1}UU*bowvNlr|*Fm>N5Ae+;<369Xz`?WI zX=d`QmDx~aB%hkO0C|(rW=iLm7R7q)C32=XHuS2 z4tgaXM+fh}ez*}FY<-#{1s%+3jSH(-H^d9BgXhmvifj%(T;!AuH`P1$@7p4BaE(3p zrdmN?4nO|UDEW&HoZ&N$(K!E2^}K_#@uoWS+||u+Os1Zp48db!#rpI5DCJqNp-im4 zKYl0z*)m+HOyvFQB96zBoE#{VwyjH;5ShwEsaM}QP$t8*D5*we@<;n9{&?j9JxY|a zOwK*+@d(Ofh!JJTSSGuJW;?CZl|1Z9$KL#fr5NpOh?uCnat?6puPZHH5yRAn-L-AOEy;_IbP zL7bLjDN;}zZ`QBdE>=3317%`9iBe=MlPGWV!{FcvJ2lNee_z<19Ubfzy zo4`R0M+%Y2!3KU;^ufVD&XiOm2M=vj><4u>-klPqbg))Ymj&S9V=u~((Lv3mF1^9Q z@Y$5bb?{~k>!}m_k41L_2UUYA`9d_fompZR2Ofcq#8M>m6sb0 z4q9)eL@6CSwR*lkI9Mx*GGug6<$i=KIQVlfWpN!mH-`1AV1^6Tnt+1=88k1!!Jr50 z(ZR;g;_zAV=Z;g5v<`BX_w+``IpE;@97?U;!S!K1aFq+!nv{Tpk1kN2R1Ss|pG61t zjQ2eP2NiEnq@aU`*ndh6x^NpDTy=+1WOGo#Ymg$`R9Bw3C3Y}uB=@HJ>iKW@Ma4Jn z>+u;=JNd<|UL#$MTK1^QLtizrzK+d@Kb?TPB?4 zJs3P@B$UajNt7x@ncQam-c?J_XIW4tzuhTMsxlerbOFnxMEAlU5GTT$A_c{9Vf{^f z?)EM}p-e{mQ;KY5;#jt43plt;_sVOLgQNx9o)I3;d(xym>w#VPT9 gSjq$_mBQ{cFE!Aj1Fszc=wu&CkqxN#%a#lO4|4P{(f|Me literal 0 HcmV?d00001 diff --git a/utils/logs/study_0/criteo1tb_layernorm_jax/trial_1/events.out.tfevents.1708190672.aa8ef15f4d60.1498.0.v2 b/utils/logs/study_0/criteo1tb_layernorm_jax/trial_1/events.out.tfevents.1708190672.aa8ef15f4d60.1498.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..e66f3a49080bf2de66d522868ba24c2352c338cf GIT binary patch literal 30587 zcmbW=d0b6-9|!QH?OvsnMAC+eQnFTPL6iznB1@%ii54nT_Q)=~5)xxc6IsiyLQ>Xb zi?Jq>EJ?PAXSyf9^L)D0if2rR|_5Vv$%e(%&z{ zFCy~8`T`HjhT6?>aTTJd%!XPcaXYanD8etmCoDW7^hdzGl>2=lpw`%Deblezis& zjm7Q7;;8yDvG{*SaSM*)ppySE>xPVFiap@GJl=fEsD8Gg1U*jh_(JNC~Rt|k0iz~baIGSl#vK?v6;A;G=g?DN4sR<)uh{;TV>G@ z6*{)fP|=G@5@jgX7t2T1FR~v~)mAOj0Wb@^x-GS8DBnJ9mY3*#H7Pe0cMvy?3Xl3{ zx&x+0NQe4IPWd6n{*W{ArB4sXhMdZ06ZVUaeSfn`ppZu$RlA>lzm!C^s=SYHcjn~L=6?hT2z&W(L0(oiLd!n-Bb z4nj7Bdo{6X2vJXXQ7STSK|(r-O~q=HBP5d0$@MGU$3J{(Sk#Y6;9X9(+{NwY4N2!N zdew?jVlMs|FJ9+JljH2Tl(_fmu&ztyl4^SIxbDH}9deyoI>UH0T0$azc|2?e8#V_; ztMp<j8rYm-&wMWI=mNgSWvEU_%5LVcuLS?t!L{QxN{)kb? z@fGv3@=(#ySosux$dKMmnhz)j;t|jYJ45Vo_1-d885)r*xk)*CEeW z>`CApAi=M%8iV4g38|(loGjPl1=PN7TLTK+E+j%&u@yrOeC^*46n{FuVH65{MSL|! zk>gU=7ZmctNi|*ZNjC{E!2V4@4k(mHlL%o&E{3=-I%^Ax>X{!Hg(6>(oaulos>Nat z+}#mNNHtwC)nE!`s^tvzTK{46iR%BvidPpj6bZ^9p<9) z38|(lvaPCcce~^-UXF@aBtlprgCUnpGO9sQ+D87k^gd0*R}>77MTM!uoYtVoGbYt^ zh3wMnc=V}6-Sq=S+s-6HSfPfBxTpRqptv+ZnNf)Oid#mUePQ{%<_0KM4kgueMWfDt zqQaxi`{AJYK9WQTEA&y382SDNE%x25U(*UD5pGVpOzg zSE~++OPff9u!3`RuD0EH3KYW+Xfq0BzCv@(d{i80qZ$PYtCOUft~juH4k`+_`Qjbf z`g0^gSYeNIQPA%5bWr3!Fkloae8n-R5L9R!pYt9RiO)$jU11&)iV7d6jz?iGN~%bN zuwp1G&KnIs0t!j%4veBHUy;>$1S$%wTiJu6pgpOkD<;nKMMb~O4~Bt4%bY|AD|}HA zD6`NQ6bn5&GYVC{VtJ_*D#}Z&azL@$hg8!Q!7Z&&F}+3CC7^JdKq7<{lTi_{rFa4; zoR;)t6l#3M#&{D{lnl970*YyCNi|)uORo_s8YhqJ1Bx4)NQAH=78SiU0;53Tb-6q_XpzuCHs_Ba2uhD(rraJJ!m>!^5dzM59D;A@olji+Npm_Mekx{7g z6$k$|Ld5~&&tgzCt{~NPg=bbboQoA{oBD#HXQgzMG`84I+l$GMRi{fM$w$Fc%80?iYu>A zKLv&EP*P1-WSDNi2*p;TWI^#}6p0X4Y(<4dfebA`KNa)8kfxBJAUMM$v+==;6>B2l8^AQ4lDmH1_{d zO;@NC2BX4Zfy4?FPnAi8uwp+d28f5^GZ3$K6PfGK;ww~daTJ3VMdBUEVGB}CS6m(< zg98z^r`a@6^t2)o!iuA)Nbgdi2ycXSS;(B>;LJE)*yYM`bF6c^5tY5_&%f!=WHU32jn1PZS! zBtlqGgo@n0hcAPo$;*X|qBUP}xvU8)3cu!c1V!(Uq?)cc603!CVe>-K3lvji7X7#Y zVMPflydI4@2#U_f*D)bFe8tu=%BYY_7}pyVc6p?luGpZUfC`VxxAD{~yhI{|6^~HS z#XI3VD4arb8AThuqWqy46}$54Sn&xJ&&s{=Q_|$3QH(;L zuPCq`CU>?S1huegNpkr;^%^5-V+ibtdPNnz1gx^BVjHMZjEOY27JYX z<09M_ai8?kK(S&EsirIPLIP0Xy{o4JC@y7@2w{aBDrSo96G8D!lFuj%`3e&S&RjTJ zZ8{DLzbT}eu1LL{go^EH>Nh~qcLs?NRw$uDB{lO3D4OMeVH9ooir@;)si(MhV;@lH z7m;eZV$AMisE{kWFdGzSOGt#ULKzj6dn3v~k<-NVq;z+;<15^rHN_P*a5E@+l&@wKMtsGPt{lZ^>rL}Pk@}WY(-lFHoZWrO zX_g$!MbBCiA*^VLilZ|YWrJdw`#DBo%vUsD$LUf2t^<`pF?lqprYp)7({V+~bdk9T z3XK2~A*|3r#i+mvQ&6~@*DwkbzT#|O&K*eHpk+m%P_re~bVXa;SXA^{wdnyUj9o~C zutFadi+w}#L1CL{bV|CrJMa}U6`W4HBmetiP#oV%s_BZw0j{XfNw;wYMetuFLRirb z6_fWSe*ndyBf*TKBVQ4=jx!gpm#Uox#qHCiny!#PaUB)=tzC|TLg@mD5LTF=qD*zm zK2YfPOlB0Oe1&U2&RmSRc^#h~yl^1Zbj3A4YgF8ucnLr2^&UhbgcW9}aBuA{4~m3N z7a4^aU-5o8M^SWVpdZYIj1{S-D@G2?K*gJu?z%7+1MEqJu%a_6Mn6kh3JR68jkBfu zq7z>+yq7ATdLv5p@<362nN-sireE6Qd2!RtAQTiQZjlIKMK@Hm3R)2kiYFnKjKZ9+ zD45SVyN_oK+zJYtXi`mA)WsY}#Y%gxzd-SA4v7#}SfOH?@i+XG)H8iNqp;vByx%s!feCA|}tR5EL%ENrbS%9u+~3FYQ4gF3DpQmVCwXZ=8GDOdZcTplDV~ zs_BZ5_ztKrn(KHA6xUvm2w_EkR2);xF9b!Y!AC~Xg|8Shk+UzhM~6y4anPJp(-rB~ z-*H8~tPa5M^@6QPgs{R16?=PcuK|UhmPL-VM|I^ZzBS_XDA5SHI#7H!Ak}om^YijJ z7k^7M@R_-PM-m~da79I?ajFOu(Vv1CMK`{p>sZdd*c%-a35o}@6Mj_F6)$&l9+KXP zmc#Ea1~efN!iu4&xD|5$8YqmlHZ#}Jov(1-#+i#XgYOxEVuAswrYpMJa=ujCWo6wT z_Qi<~Btlr>fr{+n&W@nys8h%&dhiv?qd5xa!{cf};bTmy=?cr918_y9uNkcjig6Ys zLRc{p74NG8%s>(MrBSYQU-aZFCe(0xRR8!}qe0PFQT9hQT`_p^FjVZiJ$f}Ltkg(^ zuwo1WFQVFT1D`dynqM}D}ViwGW1)UknpcvJyno;!T zD>P&|yZfu{#W64!(`-pKUE!I>`D$>)(JVz!bQ?$_gcXxfAu+Br07Z}02B)Pxst;e0 z{FyTs;nA0$fMUZYQcYJpOXM7!ht4)035xt3Btlpbg$g6NXSlm(KOM{{Z21a@ZJfCX zO6;@<6#iADny#3C!5UYT%Zgccpm6_8B7_w&sCX{vgugu)9I${<*zpzBA)J9cmXYoZ zipnrjO;;4h`=g?J`6>LqyGIO(5LV1Y#hmVs2f>OOH-A5)u;(j6QaCFrQ4)U$6oxBE zHC^FpZ~+xcb2Zn%TvV?o5yFaCRDAs~9q*%#jD5-|D1W&XuBCyOaD9^RZwh+A`!xh`KajqK+X_W)Y4u97)3w6A}WCMoYr|phk3A~Ru3T6bVWpL z8GcHd@bUEyQ0yE+B7_wSQDI-HHVYK8TV^tf{(Qx)LIs?Qm{YptpqRItRMQnpB8^b- zN~8A*Q1s0r5yFbasF+mgh`*Mva^1}+9Qg{R>6{hySkei5l&=@5rYqcc8=@jyv|b++ zPkl&)uwp4Hd>nV_!(80C{D4sm;45_HIdiexBjha1#rxZ&ny#3lxC);Q&Y9Kp6ezkr zA`!xhcvMtfe5(hF!bs6s>FyrLS14?f!xd#2w{jgQYG;vZy5fsv6P$}dcB$(@VX=@z z2rE{gLS*sM0~G#7wv57wuSn#6^xqvg)?5DEP_zw$DY_?!X7wdo{6Sg{Tj`8!1TJCMEe ziWr3pUy*s6qd3*?h&8Mzqj*wHSNti)zs&G!LC<~kA~tVl$~>PvI*H~*vVePh0QZkO;_A%Vu#bY`NBB-++FaRL2;)59@0XHn6Qup${1>vJ@&g5s%oEpr`1_==vZ zICF7AuWlMBoHR)_T`|wS4=Ucj?}zua!EH!{up$K&q3#t;K@sho!zhOG71#Q3c6Yp2 zuXCVq^(57FMNYUbD(a@nj_ z6-o=1pki3}ZYrR7*qTHLD|Vpb~=RF67`vejptVl)0!0Cqg`=}Q8V;O}9U!gXWqX>zecoYF)O8E8=@{6ebP^_-mFk4@fm#A=%97v~y~_CWB&lIf)Qf>_tUo zdI3H&?=!nUqZr9oWcK0QM>TWE`V1?|X$h&OE3%@La7C>Rm>&p=#5E*BSg{`!Mt?PN&Rp!y-uD(1x!$CjuDH430)D>8baZ+G3RQm+A*?uv3Rk7s__;eg zc?+ZP<}0*2aTLMB?eQ0PJ5otCT`|-@0Tr5BCohBI+FlYNtjI*g^S}PYZzrekE@2d- z`HJr&IH%sXQzxFmTx`oC)pSM7m-DCyRhfi;e^HiAB7_x(QPIn=axtu^Ugzb`OLzAe zzT)ID&RlFhpKAz;??t4VuFzF4LWS|3%vUfMo_9!uu;M5xcJ0s|4T?#dEEvUDzT(;q z&hBu25TEiVEfayR|_vFoQ%0D~_XL-s2M77m=p^jA9&LVf&GDH`q1m z&+VY_>rSfaiVICRPY)i2h8_XMQCkurtT>5^ju~6d!dwh{m&ho5_=*cJIe%<-_2U}+ zwS2ESQcYJ_Z`_1)p=bAKG$_2}*Z;TxVMR77{5oyl1d5GzxlD*JUvW!;v!W6|KdOPb zIOsyE>57SZ7g5pa%Z2@*DE1@~!iro}Trc<#3yMi6-Y^P3zT(3@&S$-4s&ik1BKRDs zrYj~Wen5r)2s!+n`S7bGLRfJI6~4X>p`h5LV^kpRQRDfF^X)nNLOIUG925ggNHtxd z8t@tw2IZ%Qz+5!7BoV@jJXBoK*244R?RyVK;m=p3q;eEr=UzJq3L_cMAJue)p6E6z z#@e@P0g6N=5+SU}N5vwyRrsy_nbQlH>j>a0{@le`QA46+XMkeX6;e%Cczt+@iuanE zpMm1|Z4x1@C_qJAXr3j!WAB`GhDPuD_ZikuUgkATt_H6`G_COkcpakZK(?Ij*j#)G zpZ)JQZ??Hd!>iqfc*VaFjT*{k2t#W7!C#U(ee>Q1kbPrzPL@KRQ{KKb;WFoke+ow} zn*&5Xm@TJ6`d8T@ByhvP{s1wb!e$6VrsJ#p()2V=0;D=g^NJL5kMg>lyg_w1BfWxN zz5vMdooqQBGTO)qA$rO~?gQjn2Ad%Wi9LakUiWVvfb|(Q!}E_m^-JrXve3IS9pk?u z=Wfl`B6x$K`T{oOXD`dFe9Jjczg~Ih46jJ6iD#4k)7vuhHa_YOLw#}`n-s>{Y zY~u8R@@2Kby&D#P!IAC5MDvr`jNg1;re2ohkIoHQ3Ga)1L`mD(EdC2K)gL9{gk5>H z>m9t8G&7y8|H&IOr?1v`guU2L?Nhq}4Hpv8{n$>?iv4WRuf8&qcX>v=4GZiWQcbjK z5=143+0=i3XJ&wX8giX3Sgz{Vkau7~`>i5zHk)X*f{g@*+}7y za}h5rD=c#yyh1hi3Y+qKugyGu=3GZ;CJ!gKI4a$PMU;08g*N_-yKh{ATNha2lVaI& zdNWab*%HU(=E1LtFeWNX*$lxkk*UQo*?ZyoGJqr+N;GZjn@Jw!r7(XhG{R>NwbR|^ z0c4H^TTX|Z8{Y*XE2;-s0mRpu%@Bmx>)_tVY$dZ9Aa#RFBcza{l(%@K7*^qoY)x>! z29PO{Y&jkB)MG&}*q%0T&tC*c$_zF`5E9!9AvvBR{7G;{@zbt$^)qs$l~8+cA5x2) zpn`-;(B606XG4D0-qqT0+Phtp&je`i0ngZ^|J2@XEdo!#P!E31CeqvcU$Z$ktHmws z%%Hu;e_}I!v%RP7u-yXf{XwH=WWf3Dz3ntDoUk;jogJXP_Z74CKWXm;wTm#Qk-m)) zwD;I%Y|yW^ci!byyv&&d?Y(O&Huc}zd*hla>=^eJ8yti7-qL{0`=$17-^(6Xt6Q{= zENqOhDOnS&ykCpDhJ(O3U$Ody(r+K+) z4y^DQYHT^ZnXIuX#bzR_(_ai@^0g(KAvh+v-Z&0VMk_TTX}g9bSfzVlBO+0C9c7W(Y!LrXyt8stOH&Jh<3J+rGXluA{tM;9f1~ zGhIY(_E>-%5_KizbVz)%141-vtC9htr_N>wLbk>uWI+EBW^ng@x-kV-)g;)8mt25rctF>qIeyP3dD=f$M ze&|un3)nb8W^AP3#&Jr*3k&V9ehJ!pT~{{c_u6~L_cxl*Ot#35`Yhdpiz#npm@$p> z&5B1)IaOHU+mzXIdNWx*OABv$&3#5(gE2YWoXrp%6Z>QwlaFs@A3a7nS-xNnddrzOqX8dM*zix7VKeYE5acma9y}vr0h!b|??q6x=xa7xBUd+z4`k_C6(pP5Hg{9z5n{Q|O8YjRVOZieJH!r+_|rLiGDJEtllIUi_l4@+wX=TzoCHt9c|Q_m}sV_>Lj z53`BVq2_&wa9*EtPR;329s}o;dN!N!o9C26?Yo|EP8sF1S^RTKX~0RGFp*#8R5+(> zF0=JNIj838H6H*^Dc2u!UI*t?%5^sASI;Tly1 zxe{!8!5PPI=95(Yh`j)9@_h)WH#mZ+WQm5)V|P6z8POFmF~e+ zl)vWswvu!6ksEHE4J+KvhApQzlN#RT_`{I&h|L={eUTPyd$Ff-Q_KaqODtMD+ytEk(joCq@$sK%!J-pq_x_P5Ia E0QaBB^Z)<= literal 0 HcmV?d00001 diff --git a/utils/logs/study_0/criteo1tb_resnet_jax/trial_1/events.out.tfevents.1709703625.a9251551e9c9.1498.0.v2 b/utils/logs/study_0/criteo1tb_resnet_jax/trial_1/events.out.tfevents.1709703625.a9251551e9c9.1498.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..58b6af777842d103a4a2a1d5c40872ea3556dd8e GIT binary patch literal 82088 zcmbWAcU(^I|HmU*MoA=vNKp|=cBv={DJv4Cp&?3xGE+vGAqr7KWmbsHvO|&VEfU## zhTqqH`<(ahb;jL&_xac7dOfb^xz6)-o%`IUb6d)Z|GQmk^-Nh#&MHK1#%=574Ln08 z_)jsho#rzote5GqwkmDHe5Qm3g-i?#nr`A16yjqN9_Alt;`8_4L*1u`_=ov~lpM2~ z)8Sv*r#(fs$}6^eh5t=6YOT^rrA}Z_XsC^fQZ044Hgz`mHSgIq;{{qs==2=6)U5Cdv%>D(`&(IyE z-2Udjfc7c|D)oE=gFGh$x`&4O1pgQD_kV^6&BqHByZ(z9Z>H&{d~oK8p0)lrf3;dh z?NsztRKorqlTQDiBeYZtIj-!uqtf$V#uCNu@0BMmU@|(W7^$dEn-J*lJt53L2!kSj zv4WbO2zX@uFGz0t$(_nh%b1|9DyAx$|1W4t_+)pVhzXN}1AUky9CCfrV4$1RtHn7u zKw}e_K+!P{^9cD1vV`d8WBIo0Vry zckc8rYVx=iPRfV3Fi~w(bXDqx{yoY5TdJ5z18}wLjqTXG$G_oQB4@iO@7lo(H&!uJ zX&4q1_P^!!4i6C>>i=@;%oxxg4$7MB-rBbRa$Z*WWh?*5W^#I{bW_ou;N=xQIXrMe zn2)!6Xt?KO|IpC?EuDLq|779GxgIK1?fWm(*=O1W=>Psb5aLF< z^~X6{Yw5Y#{ELhHIAw?O=VMHqxr&)ev;Q9#8072gKgAak|BeOf7cUf4&Hp9dI5Vz7 zxxpDGQP`F!Jk#4IbluSFUx@me7mt;D6)_35ROMq zXC^}GyIYHZVq_;KLYN{7 zDcq|(p8&=AQTN0Yb-5I0quyG=N-AtjF#-w~4`wt!MYh*Kq)7dKH3KMG`7;s16sbrN z`t*w9tPoQuaw%@d9z}|rwWex7p_9Xm=BF^;tBDkb#TPpO#g9BDLYU$aQutcE4F-y% zMK8q^N?eMhms^k`A;;DlC~U7YqxmTkF8{;{gvrM)0E+ngOoT9n93Bei{!{FLBCGCu zF@-XhqRoP3NMZHMXf04|RAolp>N7Plg({cg?w^)O@j#__ z5Kwe@$BgEuxRw4KBf^`tHw22^-DyC55Qq2CKg;Ur$DNzn6 zo^@kJ^HZGZ&;uhieO77LYN{7DFzO$^%5u|Beca7jkpvZN40SZCt~81fMQ!T zGn${GvQHL9DBg0828tO=mb$(Zk4pgDcC05KL!*7E-<6{ zDU3fgLoWsyzwrTzWu;7nFhx94JTItN4iv?84a5|UxfG^-^^qbpCA1w-yl%*h=BHR4 zXM+^O;yRxIigubzgfK-CQf#=nYZg%Sus0S{XmBayZyF-Sy+O`Dfx^d`8O={IZiG8h z{2A0F1t@-wVIqVnQjx+~ufrFhNLbKWOwoi(;rG)FDPA2@b_9wM%bC&q6p10MTL^=$ zwN?TOyR}S&FhwR(1Uwm=0TijH%*7Nl_ z$JLn#VTwGY@NZ%64HV}stiq!?nSF-3DOMRMKINU<&b{AHk+a-SK^PmvQYteZ=6Cq4-3n`vA zwKWBbeUXdB6gpgrAT>Xvn7z31e4ucRVMg;)JV@P+6#A_-DuKdm2@@eq@dzoh8iu?E ziURl3Vu}`AigAs7kfKTP0bih)?$38gK9q?Nrg)ANUv3=x0TizS z--#(&aw)Q}2O!1zl^a}v!aIT)%}=p*Uk0wl)_L*Af#Q7>6Cq6T4k==EPDcVo3*C0T zMW0w(aVeffPC<&?O=i7;!rGV_%}+5bI}<5RD79z^6oynbG_d>MwU9g>T2-c!$&dG7}+8A!h@3TAjk%v;m6aCac91 zt+^CyydsdoG;VP;P|WDTjOM3k)_6Bktl89HIjqHOD<(piq7G67dwV1R#YUquVv06g ziqhg)NRevf7yuMiU76AR6yG{#A;r!0=g$E}fdvyGOreAn_vI|=0mbQr4`K>EF2$#Y zu}E=n%mEXin48Ls=BLnja}+7^77e)z6fJfz5yBMpkz&??)H*;>Us1o0$nLgWiZ}8L zk>Xy8&m*9?tj>()r*Q0Z2q`-Ksl@xV%GykXFohaYXor8b1PZ&-QDO>xE=5-Z7DbG4 zpLC#@@_-r5Pcc`4Me$m5^gdXN;tD20m_h?7ChMDC28!@ji^LQLT#5sISrmJY4k!kS zQAW&Yeu{gZEQ)TABTfUwb~7eIn4%d{oPIkF?;gba9TZcv<5JjfkH#}9#Af*xpqLZN zjOM2pUcL{{sCou{b^=AS*-V5mg$`2e30dV1YcccNb1_AGF2!}txkzCf>xth^rqr(d zZ!|xJ@*-A8bqt$77AS_*VlFhysi*etJb1}NP2REjA&aw&QYWPR4Ve|$j(P^9NEqxmU*O=f-W z-nge*I8b~qU?PMmx+2Bn0q6Sy#qA_bOOf3sT#D>NF1QwV%75qs#q>00G(Sbtj;nDk zu9n217c+J+5yBKbkYaD`^6@}Xr?<11q7#?G*3uCvn%?i^4ipx)%xHd!g(gdoV%p6+ zhhQyg4PhdLDf%GAL=F1`K%vkeR!q^EOY!u9EmC-IpL`oArZi9^0Y%t&W;8!VyOOC$(M7A_2cU4B z$V3QJ^hXMpM7?FO7I`h6i78CE6wUm*BE{OhT_*yCt06O*pJMN;@knvz=8-2rF|!L3 zAxvS96uAxGd<2T2tD5x{*=@$9IHbe+j`foDS^TV*zJVFdPm%w7AW|%u`pX6=)VDGb z!W4s%BBq~tAE0P6*-=c){zSx9x?QKoL2H8O={oxK$G=B8vB{g|%2Sfr${N7=aY2 zqfZO~iiz`&iz&KsDb}oHec%1#y(xZwv41%;nxA5P(>h48YR9F|Kp~&VL~bqyizcg_!(c651~a4iDcUO)V1!)mYTWg1M=%k>6mCfI>d&%G zKvCkUXC<<`2bW^b$QC$-!eeb30!7ReW;8!V>_BIX*wi%)QMSoUgfN9SQbeSVyaN;! zE{ntzy|@%<-F5IlHlKH>04U5SFr)b?j;KXp#HFIe+CVYhpNSBr@I#85Ivs8SMb46g zVv62eisz~_DO!xFK#JpbCwzgT_9iAmm?97vGd=VFRJ zT#6&Lba4tzhxgP3ianmpXnu-O#|^Qgww$}^2^7hbmsJaCBNsEH`6-T{9*h)`>aFJk#m-esgfK-IQf$6zj!!?97&(b4EV&fJ zDp?d&I$3x>YK}QGnxEp~{Rv2+YV#7GL|tpiLpD`Df)6LMs#L9 z2XcJX3-rQm6*HQjqS0{=q-gjo!4B3!cRdp!Ofd^7F0NV99VmJXJ|d>D;!-qBWqXlh zRtaa+{!z?meu{#`F-XyT%Bc20@x`5q5T=Miic98;bAaN*mG@!_p1<50sK}xyTOw}- z6v=m)(fkyae%+8_aiiUJf#UoVCPJ7Z8YwD1C(Q(kUk)ZVBD-z4Yw@BpYu8gd(RMFT z3>w9Z=BMbmy#Z1fOiCL76f51C2w{r(NbzXVA^hAOndKv<=*Ok_RGan0U0wJ0nLuH2 zh#AdK(X7=4ENex_!goNSe1eG(rdWs+3-XPuU@gj&SBWY5b17D}YKBudRM=SqD0Vky zM)Om6erG*OqLN&w0u(2-nFwKuSfpt1yp=Cd=p48prm*EwB#&l2H~79#51+W3lFy9h zr_fuuf^{7=aoP%?n0k(h5T;m+6c!G3(e6-(Ut$V7F2&OZO>r&0e`q@k*1~NBGn$`b zT4^JUShITKUZCjZ#zY8HEJcdJ_OrBMExcXZ^%L1WfJ<>dzBx`|sh3qMP}q7iqxmV? zu3e20+8=M@=WgdfCPJ8EIa2ub-mMQ5`5#7zDeSovpZl@Ss8hzb*8oNLDrPi4#Q?R# zNU{E4+w-s%rgcXCHvwUac%-nswFK`rSGX+}hYaLWScPlg6h4HXSq&7IeVEbw6t*w6 zVnm&m#rTa_?qnuHm|_)Dlsnv-0c+7Z^r)D^flCpl-vp;%^!(5=p!hwT8O=}Ol(Zis zZvXr}9oC}hLMB3(A^|COoSKJE%fD^@T1+vBOJQckvRfg)-X5SZH(*BdQ}|dNLkhny zL-EO?b|y@OFvVJ=uv&b~0M=qwgVy~;b`R!KRP1G)QI0LUr2&PHCNr9!qDy8rQry|F zGyvA(PAeutm?8-&67ttY0fo<_p<;?5T#ATREQ+Ga4GBO|@RAwLPf>ej3Q{anZj=ZV z8$UA8`dz6^MkxL=hl;uT4r3pU$INX{U%})_{ep)>oDn8JxmVR4DI@jmoA`y42CFJeaXQ+zvGA1R*hjk5;|t#~Fvm?9M^ zV)i+x07Zv^Ep0`1J98;^Wi`erl-((s3lzPFF{Ak@>ZfkU>!|dTUCn`_z?F#*rbt7I z(@P5RTbSj#mST!wTngRaYDh7%pid!CXd5%5`6;&g^g)X2N2i?vijiHJ2w{q?NYQMF z`#D$(bN65|#c(dg#(k_aD!}mTd7wDy$BgEu$n3QrDGu6aC^sHFxJE6y+x!W5ZEvHI@2T|lw% zaIu(TB$vW6hjm6dYt^d*6i?1DqxmU5#)X6tlaj;(^@lyBVMPkJ!(Q=BKbRV0F|ut(}8`V){`gLYQI~Qhd7E7@tHP)Uvaf z!i7t5d?afv%vv}Mg|)cfjv38QvHHSp^kRj@>h(aexf2s1OtA+k{`fb$1Z$x+W`dYv zG?yYXltp3QJGu%eetR;b`6a=F@{S~ z-nAi~QITnj6@bEUIy0J|qPy3NKJfj8Uxhi|ZQe1Li4dmPixej>UtJ6oM{b-GQ@C;| zD%P^RSm!(k-+OTPAv2nvLd9}DuEkNqI##e2rq7uOVT%1oVL8ug15gwy{uEP; zHLd){d-Z`r@hvl&pTacYDN@`zx)blJC46NfgemfnVt-NUW1zVDZK#-H9GBv&7OU(h zzd9oi6pw2={WqGQBDT{Kq-dBrFBI0oygm~lOmP?~`lhyW0g8}&3&ryo&!sp#g4I#` zJN|3}6m=??(fkxf^B$tzW&2tk1BwN2m}9Pg=PN6icA zy9y|rnlq#MDXti>I%;oB;Z&gT&|@NmDUKsW{=pvGfFiF?xtPL(OK~NewH9}F_~JKW z*KC>5{1giUHSmlYGQJO9N4*=uL3vU>uTB1egJHF$dHepOft zJqKnqKgIaFsz@DwY%}6UTg(sK7!IgDJ-CZyoKVP_b zFr)b?X7}8RUZf8(+XWO${h0`1iqlA8{@D<}*VF7URZQW7^m%L^${bfh`&G#uVU31{Wd#yzRezn9My z9^5iaS-zAqWPGV%Xi*!V&i}I3d@gZUu6viVxNkMgIaH?~Tz5XHXD|w09@*~+jhFCR z!@Rx+@s)u^PtOmx`!|sg^F!N|Tfd+nY2RzenO@dxomy7^Qrl~OTBF?d1Ep5~V#CCY zbev^B^Rxr~{^jK?&`(u1`$2iqz1dLzIC?YMIe2onf0097mcCUsl0V0s^1|Yn;ySE9 zzj6}1=dwhFQe=C#;lj3!ZNb68&EGDp{r8=s&uR<3RP=Q(mV?EoRIS0m3Ox#uG{n$a337Z9YLwp zJNReY3v_U@)u^W6VBuKGlgh!UFQ#}k^tB)|5FB*%qDVmpqxRuC4Dd@R0SDg&P>O60 z&M?!-gm=xVjp?yb}JGOPbRgc7tOQ8A=&~ z$3*T29+L)reOf@7l$JdlFH=O0#=zM%)NFJ z%H+TYN~%$rq;0-<2M+bw@07@2COQ3BW%8!hpY>2Cb80c@2Ux(QZWJC6vhvgU(nc`Rd!xLzzryMnTe+31@nq&c_x*nN+l-)auKm z&-rFJ%Y6?%4Tm!EGN3%E$|Th@2IcEGwc`K~C$=L+3W`&ph%KjKZ&D0pGNUV{$W|tu z6Zc*Q2Nk0J6pI`ztt;f4JQsi0uJWHQHUf5n@?mp*gN8CH*nBxH6_)^LA^eO zLEvE6dP?MXaNup$1&fKs)sNud<;|2Kql2yMyPAQ6(V3LRb8gIU82-+_Z4N-0G)2Q&TUGQq*0IT{_cbG6@?re zrOPr$E@j|yaB$l(3X$Ys-ddK;_6lk%z(J?8lvE=JTWrskq4$jTqV+a@3Jpvw16gl{u=Z)CUzgHoT>!Dm7IK%6Q({TQa z>K$7r;6?RMjbi+;pFW#1gpbJ#JSHiRcPxN1iEOQKMg+27NvKS!+REYQ>Z+9Ia!@8K zJ5Y$EG6@>bDwC6^oV!Dr*mtF*8kNZqi_MGRP;2#}ME){4(tuSa6-6FfpiFG~QHG3V zlGQHW8_Hz917&f`WY5FyxL}@!Zl9q{ra9Ai31xD}Wie{nV!uZdD3e4N3X--=IMXZY zv2hBN$=LCfT78*x%$bRPw2nBDNm|0c{Exc&(@YzOLJjEZxcw7g5pFi#C161 zl;{m*Qa_YZWGj=(OWota!62VNxw?Nh^vB9V4jyNJ98LS_x&$0-6htAC99(9`a&T8~ zGbeCRe;Os#$id=(0z+`H=WI&kcX0Pf)~Yof-t+}H_$!7oWOQ(O?=|mX-((XU6R*4=V&u-!t+kkP@&aY?tp!5Paai|gRL4q>?VTAG6m!9o258ZW`Y zb=K?f?9T0cvlJXOUr#~OI>?z`zb)(AgM$j2DYbeB*M)`SEF+%l;mxHL8I&iLgTXI5 z;y(C1#2)X;R_vijK?gl@a2*uZM6Cq}qjD)lHV3V8m*0Vl>Nhhy?L`jWVy5gc0n&?FQp8@V-j@)kI8_?FYqnvlZTg27l9nA zFH|PpqyHezO{-r0p-eWpQ;4K8k<($7iJjgGO(>H9KT4`mnf&Rg?*fO~e<~&Nm&x+o ztPR~$=gey;leLkQA!C^wcxgWl%4GaJ%Ho!ZX{$I~Fy*zz$DvG)$I*BRWwL2sDr(x; zalu?DlP&QSByE{+rk7!`Y$ue-rX)(OzDzQ&&ca!S8?Uv14ZU_M3W44-aHHxLLDnM{v-72_@CY!T6VD3&25>Rg}o@;P8BwgEmjPZ2|`!)=`Fx z4(1GfF&`Y%PNgiagPM9txc1w>w4V+R9!sb35*$3Mor!0+jhjX`IM{191xf25XL{x3 z?_Pj|M{+5(dI!&`MdK`oCN9eW2R|R9JgFR%Tg7?@;0E2v&fs91vlJ=p;5}T2f@{u0 zz`;Molp>ph`}|pN6zo~w?6dfyT2;tFuk7FGplQ30`@unLdkT@{;ODoj%k#&BrZ|Ix z2~Lz$BL~~O2zUbyhL5I1eg{K?Sq@H3&u|9^bv-CUMh744eLEf;Jm*VUTnEj&XW-hG zsjS`u4h{~Y@e&-IJ}w*2Zp|xW*MfsT!zoBw2RYMQWEolp4w}!V)ao7VwQM2I@>`zw zTySvPe9Du`!IFhxxDQ@k^Z7A2IC&XG3OeZV9@n8{Y-}_*csqeoWOLByPQwVesP6vo z`)`qhB|N{yHGbB2w9o27m#1)szj;Z+`7f$13puSJ(S6+ zBFdAhOoAIN!ZJA=ng0O9*?WT`1;w$F$BC(|Tu>LvWaI-%k*!R&cGJf{PG9@dYL>{s zdyRw~9F)kqsP5nGjTt!D`7?z`a9L#S=88SLp zwBNNJIJmtNWpN#pv%7{4nnX0%1`hV^PU9swn04tqokGT?@`XCpH6}^yvH3H&VNxo=l1^I@PPfG z!J3!hm{dKc48db!rGtyLx@6QJD3fE_$K@6OUR3YW5GoVLHLM%&%}o6FK$!%$qYz1D zV#MCiyXbtzKhSvJiIQqmCfg>x?*xZ>S9eO}FO!7NtTJijGREIe4v!kb^<5S>G0IEV2y+2cw@*h$IKIm$5eVk$K~0!-jtU z1trzU!Ak$>8^A%;50uF7-~b)gMRm`%jf%m+hu_!fYJ=l@U^*THSWKcIt; z3tvLvV122BlW-;OgR|REq@aUV9dTk;uB40r2Rj&2ifj&UdFVe1931eh z)-sWUzncm<*wK)6r`jgN2k%r@zM~LH4mOEnIhe4d|1fYc;5#MN$id>`a=ee1S*tb! z$nW5-_pE&|A!XhiaPYn|Wyt7Y;5oApaPXHJWpN#Ba8wT0{^GK$72sfwCXJWi;82$* z7}QTc6ZgUFmJ}qdgPiHj>L1wy99*kUsnt6;{c{@5GNq><-dwWnKzUL**h9Gh9kh9- zjE_1zG^0pC2Oo9EiGA%bR7c?%Enke?QokXbCxJa*Va1E9F=80|$rr zQ-~x7n@wOjxF}Ae12{N%Dkas(!O%@^3E<%M2ukF4P^p6DVC|mE&Vqy1QIsL0gZ&Cu ztpEo*Eut*0gFYpyxc1%p>U0AKO_$Sn2@Xc}`h-Cp_D)z04z5~5LDD+NnV!iGZ)t4XA4;(Dn zM=7#7SgQ7V7C5M*B0pN>V6?W7gMnVGJJlPq-VOl=6$Vj=BnL;>u^hDOJMa!T_;5HS z)yTm`&%fZGaYc@$M1BYV9Ai0HnsDwYI2hzb88SL(q%s^YsuxY7EUtrn-8FIT-!Haw zMh8P_yaWfQAFRTlQP-Dk0SD{Npde`-R`1|g`5c^O(ZGbd;9%W2 z%9F~$0?#sZux;3d)8Js=l@uxHpzdg#SktrCJ;1@DBubIZ!KoKq9N?nb{PLTzA_sSA zb6@5au!?o3y7v3HC9umpzeB_MFRBlI&&4~{?scE$!7({eP8ov7q`(!ANzs8;PEaPQ z9w*m}Kz8T|mC39a)`mV#;Ylf!$##DVkyIwrnL9%aZ_CNU`yZm^-Zi=!-VnY4S{5*Mu1+782@Ox)sWyo55@ zv#7QmeADsf>-<(wCOg+skhEpOnO>)O$8snW*Nv1~eVHs@my5Vbn@45P*wBsrDXB&d?rphwI5^l~DkbteXu6E$V82Ia z8^MM?Hj*-AbWnZXW<7AQYZPU19o*z+fNTF|@cotGp!y;jFTufi>lDyI)e|-^z`@*Q z6eO*Koat@7dcqPMJe@$P)jN3T`ys>~WUj9c4o=!Yc~Uv(H0B37sJBRABWzwtX%s2w zVCTs=F;CS~Rp8)~?UW*$gTY0$D!{>bpMx!w|9-Ij*;2?sgKyvPF-WtrKBvIJx;Bk}X?ZLs@SrjSgVD@yJ*y~#R27`mw z4p5404w^J>yBjX5ug%KT6*-vNihEJLe&idp&(_Jo3C{5E3u!q2MfGlFO?;+$ji;MB z923(Olp%ObCJkqIdjw_ja64sj z%fv0n92aa*&XeU(CJVA@yo54&SJV*8OdLunMYb~8 zxgh2eIGCY7Fiqs(<<>$DmON(tnTCt?{g2?_MH32<RV7Ezk`1QSPuR%9?=mtbc_C!A)|weNsZ&d!MTGdi|e58r#`s$Zyz|~BUmGb z(Rc|CwvcO#4z4uq=L!x^9Zf;fI>?!xZ|lbU!NDKnDYbeBJ)_Pc?kTU^Pr$)zK9nbw zgJB<7zZLvq&rirCrU;OM86TD^nk`W7K>e(mq~z`>$dlqZ#gQR5opK6qC9U>rF3{1ZhA zI#|H^qbE(5jh(>3X;qXWn}Z6wwZ_3k^^SVOpNSky(BocIZyv?Et>kdh;2@mgsZD7( z|3!7XFUojPeQ?ZvPdFx8x|AV!Oj4KPVzse5hi@J*k=xi_CQ(J5@}W$I z45ADf%f#XLc?BpFvtg9QEfZaZ!MI>?sg37AnLHj%<0X{ISRZXHlab>!@rNgVjHe)J z%Y-w%&b>_3piJ)hP-^vMvid{`;&y2otPN!n5=ePcmC2_&&9F>NDyxh@oM)jFDJagj zc%0bk{VnQ2nXH;YDYBJ`>E43tu%SoIeK$$u;5mIE2fsC7-6ebb{NqM&@MbK9NOI7u zid9ZS-KOH}y!_)SsYVXYTG18%uE9K!68RlmUYF(Iwi}x((7{cVA)|vor&>gSgSEC% z7T3WJ3y0&{AOFz(AvkzvCykfj;Oh0Q(7{T*I^nRPYwV>UX&vNDulL7KrQo3BAxf>@ z!GcNG5%)~f*hAppv;xYL%0ag?Ez!YRhQnWigZs}>q@aU6*5btOeKpGm2Qw~Fifj%} zS$ZoK94y`wxku#S8v`K+^S-ejgPh$hZZSA$bcRACIheYYwGU1hxAZ0KgKLW^sYVXY z3Ehj2V0E}oiTn;8@5OTPLYMO+!9n%=lp&*o?`*a%1qY+cDU0jiL&dSU_Vv%GQSVigTWhcVkL146~MthjVVPo2U8a}wtlFFp81*=T%1ys31nY24eNi`}HlV7{8!=d)O zK#BZiV%msRCWm#3^Po)fuTX}JWzv06BL3C$^xKrhEt989SdSe{QurDQ8@f>$jh9d+ zzaO{5G8uodJw8j;;yDFLTPB?8D_xy93T3Y*t$+OvtSY&jBVNh9lZ6k zcM@#q_3BZOv<`Bn_iAU16Kv?`)G4)k2W?ui{*EVHtTYmGuw!l3K4_J>ClMUf zv8E774$A4W96Zy`+!Gw!Yfniva?m5~!8&ko?odkPcQE)H%fTThZ2E$OeMeD-j1CT- zc*P4GG#^J&GJJl}}T4h6-RE?q#No7){$SM=l zER7vdCI{UqsYYe;-u?9sIMgG3DUrWSde>rIRG(|=`Vz_{B$zT}ER%$2i*HaSr)N0Soaq}xel&(h{BW7>iYR7 z;NU7H8ZW`YD;Ij8gUdb^;}0+?s8W!$4sxb9-sE{aIQYE@rB?4?+kWp6cSdmGWpHq{ z4&_PZU|ba327nb5V80%eR3its-1jmE2ZvfwBEN&3 zKC&E~b)hsG9Bgk-88SMkLgOVkXxPvK9o(^A z^Em8-S>q^3S_e7P%e__A5*%FPO{vv8ctH6J;wGofya5h&nnZb0IhY(c6dlwyH^=9P zcZE=-po2mpQf=k$KcGzV+f!1F%H)S$+z}`fz0Q=#UnXHES!H5&cF9#J zlL_4^L&h?RwEHj&%4Db|WpT@-W$_|BiI40almTTDXG`NHl*#BoYb=v5aa(6XnYZ;U)t8CB{7=Mf6}Q|F%A~$4GO>(pfj`fh?oE+` z;sh7q#1v86+k%I@j2sv0*!1}uePt6Nw!NK5u6e7vN zb>~?Qp2+fD3l3g%prjf(*f`S;>u&HcO5}HN(<7FHw+bEb*W4_}P=<^S{*eVy`nSPH zuud+b@e&+-cy%B;IIq@B3vlq;G76H`LC*9x7G2c@2bU*MYV{7P>9bxdQ1GimE;zVx z1LaBOpofMhI;i+l>k&A3H;p0%9sG6y9b7P95%<9cJ19jq2mR)EJ`WewCLw8J2g^;l z7u5rvvUWi4Z!z+4hToq>!}%|&M>gAlcdECBWS@g$@_s&L2p$vNi+D`t$E=TlGWp=H zJwj9_i@FMx$<;?J961Zm2C$(I^rsL>WimgNRVFLO-*JR8c^gbgH7b+R<=cM2p*|f! ziTq_!b%a$WSH`p}f-+Hwq6`_!r0j;#2Pl)P3n`0RCTSY0al!H}{9|E5KeLR+ODGeo z7LHgZqdr8ehcaoshJvIm6VCLsM>I8nG6_wl)auJ*{PH?D%h>o8TcAvKZ=pP?%Eaoi zFP6#A5W7Vn&bJ*DDJV`4*2CU6R08maC)D;*ifm=#b}M`+I5>F8!$gsTS>{3xu0F@Q zQ+;XGWPF`h`g#hH=kBM1AG6h8q6r*5Z2eg|#YKir&R^==V3 zn2}8xGCDX&|Fb?gIO!l|aUImT&VH76+pr$s;K1WFUV?*BV}{|`{ipGD4RA2=GzCfP zAZL1N7VqAHgS{?NYV{8Gf5Cc3iFVejJv5HIXh(K<46DpJb{aF=I-*WId*w81c zQ;4K8F%4rSO*ygK5;kOH^q}z)%B1J~QCKGFUv;iQnW*)pAZg2lGrh=< z8zw=SXxdR~^=0B^ri`=f((3ebD3eEnDNm|0N!1F&G8ufS6t9HkMpC4pIPBjH=n-nO z3qGL-x>1U3WisW0R#!`li4j$1o*MxoW@e0b~I#}B{4cGqu+N=0&QE(EC zm*C(7HFrF_{hfFB0|(coP>{3^a;7&qe7-w47?VM%)jR0;r2)>eZFt8u;NZ?I%9F~$ zYb&DAK}C(QP2k|DJc<-_(C;a(!>PrS27-ev3n)c42RjaE{su0p)$i_|D{`=?7x$uC ztpn>7cpnuS&468IbOjCPzo_0^TMO@!9X{OD8ji{RH2n`$|S5X2Fs+q zL4!~bXZ0?M6ci_uC62F_=R7Erl6{mSTbW!57>++v-rlzCrO3hGy@ebcIF0qSmsZ|2 ze{j%t9)(D9(BGEjU}K$>-r!)P#gtSd2Q|7)j|2zZR#GCrgDQ(z4n~EKvH}Nfk|;w) z2XCgTHUkG|rcf5wLH|A5(ZT0--UZ;`qI4QB!NG)ezIb-Od%Uj^IGDYQf~0kjGrh&j zGM9sc3-(cJ^$w~XQ^#3;{AJP$9CSTQc~UvJSAP*Y=w{bW6&%btL6L$EzI%)7@Fx6s zIXIY7NGY;8*ek*3IP8OmG`E|m{{3LP%|gh*-sf2t)jRz@9zaPoa`4jm(;vY>!)cVr@8I@@EC-*K>d1qGx8_iWj1Ky|9aRbr_E|_-TnAT7 z*^O&IMPuwjaIk7QjhEnHgR_(H?A|`%<}Yw?=Nbx<)NkEe1{~a*OsUm7I9Ry} z&a!duZ*#!Gn5~p2m4j)UmY{>%j;Z^BgW!^a3L|)LoM)k-tpVvdiQ`(GF86lV53+A!C_L3lA9yWzug4WpT^Ir3>q4UCzIB znF(cLm_y?wl!^MsAk_3?lvys6$*hAEByE{+rgx`j_a{&$Bac&R^<{Ew1nUikh6CK) zp-f($raY<2WZ|uNEED-N4e{q$>laa^pg6%Sag3)Lyo56OQA#PYmC3yh_Qv4g>P&vS0rPKi=F*!5zr zFE}_fn=)i{@Z^Ri+2G))gOtT}(CG7iEKLpHm|fst>~R_|!NDQgVd$Xt>U}QY;HT3R zB&~y-={>8z>M}UE;UcA0@8J9OS~$y>p+~QQgB?pLPbvpLZC{NJ8qCdX2b)*?9f}lm zFq`$D>Bjhn&%wduGD?xn!E)1PBf!Bstv-AfIhbxO`%&GGugc@64Hr;NX{Wl*M(hJTDI& z%pABO035vMP2(jvxVcvZp53*tU;Bs-22hZ+4sxb<;AdC-nezQpDYbeBZEvw&zPUT? zM_+KTR|Mrr<=`soM0D_vyLBo!*glFP1szOcJ!sn6*2y0n{JxMFbs5~VDY{fF%F%>(_OQHG3VQa9_=W+;>UZzzjfCV?}KVwr67_&pNJq}Ep&FQH7z z=gh(~$?dCyFWhePn}Vb*6VCJ&cwBz~8+wFtH|Bh*zDzdsZi%x@I;M|*_589qCxce!05=?A_sr;6LPRe zJyxZJjEai~2hB1mL?#D|qO%*qhVGX`Ni}jXbdc{OaPUVSB}(aFLBNeMa8dm!pE6{0 zQ0;r}HgNFRS<2!%*v5kO2Xb?w>g9ujM~i8^1P7OoiNcfUlbu3O*wBApr66e?njPj&%(5g!cI#_Rg0Y1B^R!Nb94n9}JiFF#7 zHv$}7_Ks3ybI`jYAs-xEbZ>LM$iXyQAqU$huwJP*s*YS|aB$CC3X#ddgo>Vhz`Cv=B>aBDY;6m&3_^<#J)M!NZdgJ&!#MK%YAc4}n^7uDC^WZw`u zm}$qos9tzM0e>NK+kx8k;SB%word#YRC|_x#yizx^m6vXG4YenVWuE>Oj7IPVp$b7 z>jGsm)@{6eqraaHF4zf`iKzzb{_-{3hc}^2J_S>VOl9&aYJohI$=V1?s!^HTe)X#% z9O^G~C{fBX$?d9T4P{~{P5_eLbRAn;y zNII)b;<}6hajx&BNI`MhvmSCA*K3Cnlu5}UN|CKh+Um5c4-VQSz8oNO@bds62X6Ur*j6F4~g0*#m8pziL4cy@m&XygSBzA2#~X&vND?{~NB zUBSVZ+{sts+T{{Z43?$ za;5PS931;P7EhvYo#^p~o3gkhEpOnckZ*LpMX2SaqS)>dVA5lJ#o-tRczWp-fDBQl3<0;+dU|W%6p% zb9|=S#fl;Y#c9TR$nE*svP3A8o&zXFwleuS=zK45@KR4*P4&MYY~K$Oa?n7Rb*K7M zpWF7}V7w!R$mHPkjNpafV5AEr)yP5DNbNS@pv!nll+wXOwb)JIp!P({kkP@eTEncs z!Q9D|#dUCV(G7GkXr*QxI9NZN#!GPUtidvLusC}ACUEe_ObU|LLC*A)pPXp~4ql9= z)ao6ycw~aJ-1vLSPjE0Pj`E~(aBJp1bWq`&Vlr%AN~(K~oLE0RksUv2G&s0gi$Y{_a81W?6T!isttqKS4lYPI zvJo7NYEOw$I(S9?f+{$u*O@Y8bTIApYy8I6tUG0K9o(>z^@fFrpn=8UU~5YnFTugU z{wwh8UOv>SB{=BbpMs=ykTbpC#Va$=K?h2$-oaNry5KCmoZO7T!Mo0sCzXSX_Z&b6 zw`tev3=Xy!Ly>|G#x}=^?JGWme_NF9PARfEn9yXS7F<-%9hw~|axmVJdr`gBNr`o* zdfULUaE51$rs4b-)p^!i@uK?t_T?Agm^gS)hTt)=(!pbL=5aT9D3i(tksC!ImmG!4 zq}MXmh93N(e*l!pf;JQ)Q<)UBeRT-Rq^mI{)u>DkMygrDq5j^55~VDYRT}>Iwb#O) zlp$l8Of1m53LE-bE6U=QN$N1x&zq?w9>r&>=MSLq63S%Jn3cHl<(KaTL7C(Xp&)6? zgfl(wYcH-qnG6^~snwTBRJ0k+vcvg3x=<$b#!{YCWfEO^2+L$z=H)9O&Ll626cndN z3!K=K+Sa@yg z>gyNt?O;P6GM~mvaPZXJ)p!!M@@N=mKX!O+*{ILii0 zRrJ8Yj!Bd!m4hdJkE4S>Z`)OYgKJVKQqaL$tY4TeJu+t-IM^ngQe<;*!2a>Gz`^E= zwG0~n{b0M%S;)c3dszG6yyusOfrHmqQ;19sK0f;KJ~((TnUZScpn_ti4>)*s3nfbF zpjM1;COBxci!x+%Fd%#KA#kwge#+uH`0N(ztrKTfSA7Qu+a0Cx5*%E)X$_v;d8dco zf_-q>DGHL-LC*9>v{GCK`=H-NO0C|(mIGNoQS%_;0{-xX#Z}6a%E4s6ljz{Srj@_J z!JBs}QqaLL)^jO^7vw^~!RRNHBAbH?yMB;^i|XhLueymGoIi|vQQf4F^0v@;GRT94 zV{+pOK1=pxErrNdChHaKp-gNyQBsY{WPx%1XE@Xswo;;$WitDbn>v)q>YbD!W0^RW z-;04V(cep1+%g%GT8SI_1)cCqP$s|gXuO0nQ9hE0E5B>rI|nF}U&kp(+A`rx@9o3` zSD{Rd&QfaiWn!_Z7tV4}yJkkPp%)iXo>XPBKJ*NhNxxjR+aQkiHHs7#hxJ^__aixN zp-fKRp%mH54(=E(Gf81_!rPQlgX&ez@B6Avk#NJ!Qz~pm)nL`QYG`@07)Luw>6mbZ}`M@q zmj>lY<=~}>h3KHh)P6I-K_wlE6m&4t01w}>^|qtI!TW6}MK%X3MjETZDKR9CqNF$_ h*1T|=3_u1uX}r`xI-Nrg0#L_&lp-5Y%VNXB{|CMz9*F<| literal 0 HcmV?d00001 diff --git a/utils/logs/study_0/fastmri_layernorm_jax/trial_1/events.out.tfevents.1707989139.8ae47c161b79.1498.0.v2 b/utils/logs/study_0/fastmri_layernorm_jax/trial_1/events.out.tfevents.1707989139.8ae47c161b79.1498.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..4953b5a970b87b153d32758ef7a32d308dcae900 GIT binary patch literal 154606 zcmbT9cU(>XGK-c_MrB7vDjAXNJwvuAWF?90 z9lziAUZ3+mulG6Uc5nXueBRH;`}scSJbRxz&b5>i|9f!D>XnL|+$n=u!4C%LHkcCR zK0TnT^(?P|klrSv4OH8Ncm)Ip26_7h&hF|F806J8G-SG8SFiv5_uxshgQkag1>G$7 zIMewb?Q_mmYn9O(o}2!U)~U5>D^*3mz~JD4s`ctLmTRNvcym&JJ2h1m)w;nR?tbn; z!BKvP?7ROPyD=*2wMxdWe`DLL8mOvF4RZIK6c8BX{~ti{^KUBv#I;LSGW`drzf<2y z#rO6UaCwa|r_n+bC#T;%qeK%`ZrYPHihv8@ilrTWi0T1yC4uO^K zw|+ayt!$Ly4hZ+>JP5W{WfZ0L@^N0{KL50I+h)6}?0mx@x~g_oZ6ulnuh5N2D5RI3 zXxr@{%70>ukt(Gh8B`lpeO0C4|6Mfyoq9{M0tUi*OkF(F(c<6m^sss3RCIqb!;Mrs zs;Y+shW!8O>lqp(I_&>(2K`w)2sp3a{O)f3kMpK%+Fq5*b;AEUg)LOgRQ23FJVO0L z{oF&mJSPQ*PVt}q|7UYxz@(7r{=$=c;$dOX{~vUe*DQCHWAzxQiK?+`6E^h!|GOXH z;zkX}IerV)y*2P3F6>i4rpoL_46diDscKU;&M$E4)ae0Jf%w0%V7=r?rdiK_#Czu_ zmZ^Mh$`FOG{)KqeWw!lV-TNP;@tTTfD*pNmq>HMNYQq^pUS9q){&&?)@(2tK2>I_I zaHgZZDs)HJf28vT<9@2x-CFS9LEw~deBL;m$JGgjyWqUuTgHs$Z{gY#)!4$1UYDo9 zdi40pAf#RoqdyZjfJM(6OT-rP+@AlAn2Z*y?7T|BVtWZQn%`oJ&u6qKS~J!fEIi8? zgs_DiLIw?8+yyL-IWHAkC~z&bcLt(G&a(mWV4>&1jOMpkXi|j}D1CqbG*}$=V-Ug? zRtPDZ`Jo$Fbb6X7wov3+IK3W^78?TMhk=FD2WB+C#l5%XIDxf;1IBLMU@^TXGn(I`xcf<*KuL~AI9Ob=W)Q*_r3fjOTQdwS zoL}w~Th!xP+;lNVi_Pi3HiE^wcg$#h3*94GI03Wd+reP5`x}E0wvZbDf4*{ekI)5+ zzoEOu7Ajne)iEv5LUHY@4Pc=h#f;{+$dyY*i=C@~bO4J7s~Ci^MMJchnA&a&Sfn=1 z6CFAiWa!H7W!Tj-<3_LMd6(IPruY@x=r zP(4jqG_+jM4J?+gWJdE_9BSZ?7FFX`>48PB^$bGT!Wb>Q_E-mlg_+_Bu|<8Z#pX|q z@r-JFFKruGEL3Mk^IH^aOh$`b7sDT5VbhdB2wPa8#p49C4q$P4)>*Md1FnVdR4ugV zs4zGNEOy5-qxmf?!kVB(WQ$^7uo$_MK?qxnM2n2FAt%A&-nh$R3w5r=$WjHg=w?4ru;>xVAcQRzqQ&2Mou66#7}4v`E(*kUhQ7#J6v0t=tm0b&asu0?X&vuN@8_^Ul&;k%X@&2Q0X0%g%+qUtlS zn3%yJge~&XVn&aIreHC6^k}g~Q?5nNRu|D?@U7luXyM6>=C^2)5`o9!&6-uyz~Wmd zgAlejg%-oFA8ZE}Z63RdEt+vHel9CUi~bFE=YU1n8)h`WMR_xKw6K5K?LRr*US_(dCsr+I`{QGn%SbT_L5W*Iv zXfb(pxB*zW7_JvvwBTBtUY?6nu%v_F$A+5L;3Q-Sm3V!SNM}Wl(FJ?5qMMuX9M2vbhEekB>2Qmm@i|=T$en1w! zdJuU3qS!*8Ytbp_4o=~1Gfn*4J@FYcn%|?M~877CRNLfAqM-;9bMo2&uH zV%nPfVvE*Xi!b3>IE5>BpL)Wv2u@>0^IL?zkjF+X-JLucES~RT5W*IUXwfKV;x4e* z=3geZXv4Kwm-iYilJ9iv0~XI_Go$$}$~IFsz4jX##DK+zMGQjNq8?ft9X7ofEJpPE zDz<3LwYZZ--RljyF8>oOKG-m$`7N~7ui`?q9sD>0ETTp+2w{u*XmRXd$}O49fdC!=8}!D4`#(ti^WwrGeJ7h0v_EC0`b zHxfhIaV-Y*%|naWhhr9ig_~yM|3>p${5Wmud=TR3d=3QY%^IJSnq;`Xw?Ut8-#m8F=LfAqdEuMFMjqhLV@N^JcbmUqj z_c)KoVvLTF6Ie8u!Hnj&IMt*+9*a!pmT_RwC5%A`TNt3lR;}Yna7JmVxQQ(~aV^F! z+J+YP3-+!6i_guN(fk&_&QcZ!S2r;M3&YL~LfFC(EwVo>KL!>{2K$LEjJOsLBdDEu z+87mGuvq5CjOMp!s7!5(@7!`~2^QVwG6-Rd&S=qOz>)c2ap`8b*rGGn;?gr}3aJnG zKLU%05@s~NMVHJ-Je(8e&BfPgAHHA^!WPD8;j_7ML$Gjtks!9{!nMdqJb_b~e=_j{ zSRATiM)O-l4W;gqg7g+9!Le}o!61Y!dZ5K-w~}UP5wuZk(Uog4`*{&sIMq2&2o~kh z%xHd#!uix2|KmO5MuWwWwG2Yo!U8Qu-nzOKEKHkbi7mQuEqd&yj>VU!+V~1*MO$Vx zzr|Ds>J`qOxAc00g=!ZDA#BkXE!>w!Ie^8uYlp=a##{@%^u2g2it6g%`+AA@nbG_f zD)I}kw0GSt)`3Ow69yq{VTBeu)2(g6VuHpMu|;>TMVZ+Fv{*ZT?Rq$)GMX`?`7KWW zYJ?Vj{wnK$MMDDyA#5=iEwU3nnSez?*N0*Y6RySez0_-ie;NgC28${SW;DM=`wq>} zLTT%hM_^$&kUsKTezZy=Yr%3V6p6WFR_IM*JAma{Wyh+JLOhzEK*CE(fk(83_9VlkiXHn9~_I_ zUm1k3#bmUwl-uGC7DL|JiYJD)F(^15kHyQUZPegcd_Kb< zge|6_#mOP}>w`sfovC7rK3t1Ci*}*KnzFrjz`{nG87*M3vJx%6j`02j7QGA^gs_Dl zS`?RmDF=&7%Cp24eYqA(^{MxgzUEu$frYy^Gn(H*?y@|7_P}}8{6Mgn(2YR|Tg*U< z_Z1h_z#`B)N^H@OYw`XB^*U{8_hlF>ZJ)=IXwDgBDQ?Lf9e%E!r9H zz&))(z13n1ORmMhZq%y>bIOiShhq`hoEgn;5!JpATKHe<5DFIRT^WS1#T>M_sorTK z91B;ubg@N$uEnKAoAA0g+%QcMEQY8tqxmhiv^$O#E^S`401FE(1|e)Q7cI^W@;D0? z)m;vXEv&c}_byO>yCX937MHqt+wpff7)3*i=2MYzI7h;P+ zT#FHRqM@B%3Ro0qe)w-Rzr~R-d$c&E<+l_p>{~GiVT)L_DDQk}F<5B6m-iLjUs!W3 zIwkHv3!SRoct)*nsqo)uev6WlHE1!TbaDV#jPArBge~IHB0Dh~KWE-yn5K9hL%0^} zI#b7@x9j|Ka4g0+Go$$}N{7Uv#e!SoPJzYtX$(TxA^|Pp*8al#?iY>Ph%JV4En4|e zJM;M}P0xdceM@FEzeOvpMQEX&*{upJmUUnd!WPTXBIVj`Y?MO1?qUlYu7!QcYCNNk z+?b26)9z}_jOMp!@#`5{c%7dR4HiS2GYDaeM6@^-_OlwU3%8H`#1^((i#w00dp*1U zSI_2IVkKI*>t`$ji$N<#isxa+wa|V~z4G7e z$3T2-aLs0BG`~fW(mgyDd(Gy$fQ9{T1|e**8ZF$Mm3x3i#eqp;3wy4`?ggvxjJos0 z2k%&8&NHL=EiM@!M2nb7ofm<{>)Q-M*diG%I?k#d4Hh~1{$h(^Tnp9B$!JmJ*8U!x zQ9~~76kaEc%{i zM)O-ZJ5hJ6lVd|F!D7T!1|e**4lUMZUr+&y7BiQNErxR~Rs}7^WAX6K{(P{Ah-60d zTfD7Th{q!GZ2LK2;he-Ege^9pg+cbJaIn}kV3XKl1lOW}`}JtCB_VAsSlA9@M)O31D0F52u9Ta4sdbW5N<+!Us+ZVeX66PVHb7F#wQ zMvFbx`S=aclk*sautgeLj4STl94ubgo)cS);#$a`OT=TbqHvxvSX>{&jOMpkdxm;g z#$)Tgec@QdxiSc0i>+v(^Sam(ECv|e5L=AqTAbXy1T99C@7w_vx@OF1ehamn_IND9 zRNEMV#kKwnLfB#(T3j%Dz8WkP6-&hyW4IO-vA$?A%i%2k?bcLhM)O<5UCu>|)QLX$ z&FEBZ1|e**11&T)>w1AjtA`)O7Gt>i^Rs%_mXmTc4)$} z=vl=ege@}AVo6rkO0bxAMb1xjf8ofrsP2rSJ%bRo z*pC*CBCH31g@M{wvBdy3}24;lj1JpC5}Bh4$AMfkpi_%xHd#`TKRy;zY70zIx!ckwFMsb7DCQ=D#fbjQXnu>dxLIh?rM(+|D)^!egAlejh86)Kjqw{j zSB9sFEhcd-etLSKh5nbaW?+#%o*B(=F{l4dwD8#eSPRamo*oQB*y03QTz1_*8IHx- z&N*U>$y|%!3#c84WBDd;u!uHiM)OlAN{G_;ImE*T7pIYKFnx-i%gX?v~cK>{}C*v4rLI+7H81HI{GbsU$4U8hS*{X z*P{4uI-XIlFQ{DviwI+8G`~gVeCiY02VyVayY`B`8HBLKIkebu#c3NHi{0CviY+|2 z7Daohcf|AqT<(KK>pje9ev9A>sdy}A1f1#u$D-&EgAlg3fEMrCY{K2(fckI67M@&- z8}gBOEQY=~upKOHnlhvLEq3nRj22#7LSBJINk;}DY;g%K{<i z4`>`P(E?}UcOVkK3G(SGFNFQz!0HRsEozmr$iLWjH|!wqW57oY=JRTUX)HozaejBHQB{Ks^;o!1CMa82ZX;+h1`ZG|s14_=y` zBofJ26zXI8K{K4n!~Cxp+5N|OA?z#m#vw2P}*{hJdz_9+r z$6%Xj|DpQ$GVa1p=;NNcyP4xIV;?P_e7_ET^ln60+&&h)cfoUTO;y+`=;O9#WW0nv zMtM9y(9om9tf7yttqDllK60k_J!jMj=woIlLan)vH%~d?EEWAqK0+UNnG&8!AqE>e5s0L$)agxC?$EI#fj}B>DokR}=|*}g z&Z+9;rOS|&kAn%RR#`Egwx};8LDzv0`Loh{ac|5@^Rlwrz!>Vx$6%ZN3ZPziOzx~E z4_P_kOBga{#l&Xse#pv@IfTW{ik4C`UT4Wk-KIiTM#huz60)Llv<_YuO^4{#fvh-g zB_L_D!kJ$ALiw+dm3!w2wdSm(ot}WYZH8@AfUJ04Cp@XLQhM|D^tdtIqN`P(G>EKy;qO6qjJc9OYgV}i9-P|Kr7tZkFXfm9C z+chfr2QnN+YI?w$d`u<`;WY`zHR;y(xHF_JXHou9k;tBULVdiULG@ApYryRcmjj5LcOyw^wISS884xaElz0T$y}0Rm;rrsx=ldR_K`Eaxf#A=p^u5h zgj#bSHO{)BZmC9{dC@BX-cTs0Z8^6@Pp)ha6=)SCZ}G)yT{=$jWSEf)vb(+&)~s*itPy$V!kop~#k%7YaE~VB0nR zq~%>vR!VrDaQ?z~9s0~)*>5A9;m0nM;r!dK-a~D0EBZXZr$4O8ja!5vxF!pa;+m-c zc!VGQzT{f?QY7-MflwcJUha$gfD*SE_~aN{Z(a!diaphkddF>!#)}xJTFXEJk<`a4 zyQtgJy%r0a04aTzFo`{*6^$@AUZRu5``GEg;Ey%b?kb*6+D#7Ioot)(dee^6O6xsTC^KOSM=woC~VZR()LATQ>lXy!BT?7*> z#*aSX4t?y}oPeb5BWHSs+GeHDM~(J`T5})YUGTv^9!@@L41Lt;N_bNBaj)M5?8zCO zkj~J8Vl#piY{6ay{B=UJqWQa_k1Z?-MYcXJ+2f9%4XQJ(Ok?){ek5~^rchS&y}>t#_&`=2HUKKHx*1di%$I@ zD_b@bhKyMm)i|sGvT}U~VR5rkY|ssB&}y*fZODpQ4jC^YD<|IgASg7n+7q%e?jQk4 zn-$LV=Dt0e1z9OQPN+3!Md@+?W+k<`jSpm{&w0X=Dl6}OsgD5HFZ;9tvNGcuK?-JN zWHZc)u2ye-$cpk^LXj;i**fNZVB7W7uw7$OR?hMKkc!szgP6%7w-&U4Gu+684Cmi= zm8s<7wkyf_@mN@su-=3rxF%N3aZP^rJ{$!*rixXs4MZYUO@#Vr*owMf@BevN49i8Dms?~DJ)x<#GcbjKWcMQkRAUP`si|i zkZRS(2J+51aO4{wBSii_`u?HbEgg}NvjZ5<&+;+YX6bdP8}7PO*O)^e{R#*}#y%df ztp5`Fxb7BVar;r^d3kg3PMbI`}gX9Of|A34(tGRZ20 zK3;l5s5STTKtT}paodm+ub_`-KN6l)eKc%BebM7~&YECoLGe$56l}r!uGoUg9zl0|nJBRIof93jK``{-vueaQdD z`b&plO=g`X48b*7*az37&0alx#VvN~$6g|lGfjp1I6s`)KXz5=Jp%e@K7$v+zGC&V z!FV-F@#jBJ~~;} zO@|}jegz@&_fhjL_2($4>)c+zP)Oxtu+3iOQD#>*bSQ*AI;0VXjD5_I&)EZgbl*u> z+&+G}=Y&~1I{L^!=;O{DGG0O-|3t(iDB*k0H0a~U0|X>(A34*DIoo_2^wIV>q1N2T zV^?QkACv7S>OmjhoFzP|`k4Lj8s5OIOY8U;S`b!1kb*7HAB-&sweDO1ee8alP-N?4 z!w%8-lOeM%{24CF%0@k*tPI&jWo6aM3+o{(3vcm4*e80yX(}uBE}kwzTfOZcAWIR2~tA;F_G8fNQes{eT7b#NaUuzP#>*zsXlJ_ z^5`8vY(Mcr*jH@75!9{v09$PpsM>{J1R|-A?<%NwOYPczz@6wI#iooCO=8bUQ=O_v zuRgDzLmv;-C!|{SF-37x2^@L#CWOe}$6bz8A8$Q(b_7PJ=6npcncg1CtmCBF7om?U z+Y*M1eVlkw#Tfdy--xideasJw!>qNvY0w|~nA(Gkm(a)4>X``oKJes7=%Zp^0+P0m zoaz1jRn-#u_;N6z*4)R*K8vuAO+ywOhCY6Kd|M-V4jInh$A-H) z;r{VNQmHNUQ8|(@1lJ@j0oPFsW5SYK8CL#AZh!^nVz!7v8~X@zbS-T zb02^DMqwWpXHKnxK91T%sQvqO3%>7s|>2Kk6ZEc?zKuAuARqcp>Z){aFb0j?c!s%O61u=AS1J zNm+SfM}4NA1we23}+WBzkK2HR}nDax$MFz^p#W!xLWkTEM06zo<)Rsuf~7B?$D=WWCqtom|p zFJxuk4>DdtR$6PHM9|Rt%?3kO{OfdJPG)Jd!kOMsgWGK(E9=w)H^CY*{IoIe#Z?yXM;X zWQwv9%k%TVeM__Ook1Oo@#S!an~x#G`L|u33Y&1-rTjHxC#=azSHcin6RQolCch20 z;`1k4IGN^)L`n^X`ndHcwe9-V+%N+A_}7gW!oFgo8&KOWgN5mnp^ur~1R|-AgI-eG zu6s^zy924%Uzo(6Q%W*bkzG$+=RzM>h7wY(`l!A6`)oM!m*x^8e;>QjpP5eE>bn*g zKce^;Y_mzd>225AxAmcqdlLvl#y-wm*UJq0cx^Rdar<~Mawld@r^T^8(8t(~WW0nv z25q>Epx>Xh&qE&@ZzCXS`^cHzv3mJyp^w?wgj#bS^#fzDk9Ou$4nQ9-yic3 zBh2S3Wmv%(e(V|<&fiD(zR&P6Q1**#Cc~QO+$RjdH7U))HF0@xMFrBP-J{<%k;ow< zp+0^pqWU;&NHKmSCEb!2!oFh9*iie&)`p+zL)GMm5QwBczFAE5am2iHy@2HAAWUM< z>9P^k$4}wI8$lnBI}%c@`Z%|{)_pkg4JQ&Je;?hxQn#gguGNo#@yCOY!8ZGQgEG5W z;xrce7~o47GWIbgt?5AMt+egmyK75T!gg%asC)AqzSQQwDeY~P?xfuHRYbD`H)yE6Zo?{=c>((uX7Cc%< zkb*79-;FI8Qtka7`dGPzP-N@lcC85f?)~g74$nkcN$M(;74v=6ZRzS2$vdD;4KjHl z>=V7vp32Ipc5i<`3?}a*5J_1voK4-9Zs_ay07!v{g-Pr=4Q)VOe9uob_zPLNf0~eL zm6e|5hl?Nyk(UXPKP$1t)NSd|{nq&1`#m@L7;LlMCn>X}KBGe+D;J9hL&mJMw#h7m ztV}N@EN)gFBv9XPo*4JC9b{!^IT z_(7;OXJysQrI?kvVXu2bR{Z6LGnbrHSU&yzk0=4)4)noAI`EON<-7TRM3a8P31$>R_ycjH29_ zN=WV8jf5e%CJT?^n%sVrHx<(Mp~0wcB9TgCp*~KTMfLG+SQUP^R9l-D!oFgAIZ%D{ zoHP!fpF6e%fk^7(I$Nrb(>|0RhCap_2$R@zveTd{lD?q13-ob~5h2y8kH_s|N}-R5 zCWOe}$Cxatj~j+Rv<8MrFFpp_>Yk3A<6YR!GT9JCDk zcwzIiM$pF_o`fe=A3dj5U?1DxS*rsru<;{E!4^zDi!Eqwm^Tml*gAwzWb0%2_lGB- zkArp{RGRa@@0PwW;r8)b@&;_1&8(JLaE5CfAjA3lXcK=OU$*P|V<0|{!1_302(F2K z0j`O~UHd}lqoSTmeUZp{Q=vXuS5kfKto^|iAaQMZA?zzQ?`;gOiCG`pdr-Cgod`ry zAOCEo`WQF$=Q|*2n+TKGa~fMg{mw#V=}%SYqkk_#s#PCLY)gN`ko`)FMQ@f=wq{SgvIS+OkyEstxi{yozTbO zZe+ZKK05CGgrM2$l6yfP?|2fBw0-1EPtKyFI`mODfKY4hqfN*P?4whz*DUDc&{>2h zRUc>My~RGh)~lQeeO$PJAO%}scpY1i-~L-R^iey8P-N?4kGYDwp$G$vTw9B>veir| zE5>`Mtjyi@t{5OeJ$NDP6TOc$we9ME&E+=4pkrSGk(8AYUQ|}Te%dS#q-BGIN$feP zbf+%9f~MIjkd+tqgjB1n%xh?J1CkIkh7kF)Vt1X&%4NNa_+C=z1U?4a%3mBbYfum+8dGrb`z{xisU30b*s{0BjfOCFR%R&LHF zAZfG0ncnX)m(n3C35y7|=Bz9TO~S0KR9(~nveGS%@TAJh;`{G0D_5qy@`bFFB@v`x zRvJFQtb8+`7XVoqxRy|4%Sz!IA7|KhP0*-oAj(RS8F$Z1Ee@8Bv)ZAOOk zZ@Zia-NbFzqZd2yOAeFU5QgBIoO+0BGR05j1Eg)k`RQgNk-ru~ef<80>f^6YbN&FN zdm%4`eZ}72P4zL>*n13A&GtTlNb2LTEUJ&^6zp<=WLhdrV$Z2OgsO=1o%eO2kH=mU zQmy*vqF;f}CQ<%Gi2QvFQ={H|(d!u68_u46zxfz!Gu=;QR}1SD-AInz7( zPUi>o(W5<~*4)STvsYms=l-#24t?C%mGGqMqmR~S>|^Qox&5Gz&gKLu*n;oRarq7p zJGBe?_@F}~yYZ2kl|9IC{yrM*+>3qm zaGiYy)?}O|VF<3th9Q{F-#lKNPtO!cw6aBCcp!ZU

^W^ePTiIsag3V;eLS^?kZRS(ArDW@ zg|;Q-5h8ydV@91|rUkO~ zv0jTM__g_y8|F_IW#yoyP*$G3pt4f;eMA;yC29vRgngo~)1tOr@g0-{AO<`45s0L$ z0!Ran2$R@zx~@Q7eBJkYkA|$=K21oq%1Zq8u~m=+lgot2pOrB`sjMs* zKEV(eJ#X+a*k&dBDYG1H*A0-B!uy0FV^%VHDMvt7R+SPKH!JNne8a3Pw0-Rg+pdao zGG0#zdJSQJpoCZ70&bm>i1EEtep8ys5NKhL|6)D#p$@_MaatGzl0}M zR-P^TiCM{-dC?fM(y{IW<|-DVzU&R`PXb z+b)Yc)NilecxSN!&T!?0WH|q}t8xOh?Yf*0To2a7DvmG&*F^3ou8Fg*>tIORFQw>E zQ6G~A2=(#8P^yo&-9v8xBuSkY!oFf%FHwDb)7Al>RK8n>KqU2X)DP-IYKyMR(<^8HW)vEd$B7a^7nDvbgGZ5ZckYcXHRiYJ_g(D zV^`|7)auUlNa*9uzJwuTA0KAFb%Z`{8cbN+KDH{9!*lR~eh2&|2XzNBUP2#Vw9!IP z@vt!bC5N$N2}s&La;Deq>5!q&N6U$XT5}%*BGzIbP3n$02YvMLBs{757=5uC`}k#a z#(QXit{*`PwqUUQ5cplb%|5GpK_BY{6N+qoe0p*|{%)z-+B5S-SvfF}+sEQx)RW53 zru1$LXZVYBGMvAUby^qWZRrK8%@bfvoOct3;F{b}#5I|^sM$bB+o)4<@gkA(K|+00 z??Ux4ezfmvfJ9&7g|M&KBuA=`W9J7fgsQ3CAP`A?d^DKaKW1;qvIUZHkuZrpr+U|^ z+tP9CT-BkErcVi}R(;&Ib=wIz@>&&y$lphs%~T&-|J1z+Nvpe&38qB= zQCz_bVPCNalc|^OEK6D>LDjU92}DvKU9+h^c8;#|8%Wk0g-Pr=8P25oxa3FPKIr4> zZG=>-K1L}`IRHn#{%%6#?_;Ja^|r>jZW}HFGU`PT43^;AO%}cuK~8;&z8-G z(8svON$pUO6v>eWJI&L}g`p^ltp! z(ybo|L{e6qHc?rz`MTy7WaZ#5VG?^zekoK|dM5?-f~@RSOlMZ7R$0->Q)mfEaH&s- z{8^c;LS^OaT<=g|-Ur|2z&tPCATD6(ZGYKC(PY`a#; zXg%l1=sTw2sXXsM;_`0+H0mC+ny_ z4vA7-2c$7>!X);be#B6Hw7E9M3;I~#O-Qxs#O+L0G48b+AYL08tpjEH2khZ!9G9QaX3Wp2z z@#JJ`|M}MQGGntQnM9Q?bZbXk<>?xj#MAdmAbqI(xmIcB=($4 z=swPJ9uNb4e0`UYYSl*@)h;*T$k%yHi2Qw2SVg^Tr&%0`eLVh>kHI#J?MUq()pwe% zg+AK7B@7w+xUpfk5zxno&xFP8$$38yKUA6}Lc(x(oN!7={Z=XUSGAb)|4TqeB7~J1RAd<3jGJ(p_0aKVF=XY?enP5M zRx<8nR6tfr4-+DPR_tF3MDN^InI%*vhCA3Y!|Q$G@(R9PulR1dRac{?KqvQqeiAO*9M(FU{f^x}?#kd>Ko zxl9XW%SyXu)}3J6WuCF%yC^G*M{~DbU;iw^+ft*Fhu7f@PdZ43^KZKX6CU8UOZn4s z4_Fi3lY}9-CJha6P1=k)bR5#Q!6CO^*#EvHyLhZnA9W0@@XhQ&k*_rY(sdj!gnh;S zDx~^2JR(v9s&>?kKqU3?Xc5)N+=stL0;z|$Fo`{<5c)&BYkFi_LLZO&6H=}Es4iDI z5RSZaC?WFq@q-z4TY77COC?~;oy*5yn>7xk`dIi^J{|gK97Py1_Hk0|(pS(&_jtnM z_R;z-^=jKd>m|7DTAxJ5OX#ENI}7ZiP8U0Q=wogw0ZH3O&h(s|IxmMlcGyCwHTN+* zYA5#bL!DEbppQ#42v4d$J~vXuKJIg#kPR)!-%F6fEil9uY&_|F7y4+NPbjkW(J^;; zKJ@YP)1%s=tbBLm_VHK!JnUmk(2#v_hI_mt!}bYgFeQuBp_+~$eCWI>7hXAAS!4~ug`uPU>_;D|x$ks>YBNm&X2zA>XHxXs!(0HM& z9CD_%T^HtVXbBMOZoCloiJsJt%F4CEosA&|X=Vf>DJy+6sNX&QG21f{NF6PON$fe@ z8%kY#&;G2-gsdF3CZt+rW%<&6zaR-l4ur^`74MnUwktzkA^FBvh^|6>ZA?yF=pq+F`}%LPUQA+@r<>2TdMlPX(ycFllGJ0{C$ibvL2sQ z-sRxDSXh(AM+rl4O&0dSHOWn#@&eKp^1i@TB=W{hsE-SKQTxXiFPq7Ohq)7<=z~DBytISL!_0c4c>SIdGVtn}Krngdt-e z7w+G)7y8)4h_JYQ3@koa5Fd^e5^l`#x2LyF(RnHyz_}hYjr0pYTdedDy z9fLj|8bGKu_c1+Y5B9Nih`s~#@q-QFN!7V| z1AS~bfly@YW8&I>bmkm*eCiXH!3Ul^9%5i za9=zKL{e6o(N8MhZM`%Vwq0j@g-Pr=J@ccoqBOPLJ;+Ln5JIX|Ry5KkT!AF0%_T(s ztjsH;wq3gNdwKyQA&QT|Hd{wOgMH2WwEd8kPD=?x#;mAKJeUGmFtSxH()#!JY`o*rWm9=i{-(lR9Z z7-Yp|KjBH0m9N2#F)K4K%*Ch98XqM{!K~;H!mMbnUJwjf>2{V-WXsB*1K;n$wk!Qg z{UA|R?znTeUCCuPaohFTx#TXK;jizJ;r!dKt=)U#ZE4wOCro0`sf7jAM>`FL&(KHh6NFT&K6;LrhEL)hdXW(M`*^V}we9MEYG?|a zJ(CLg7;H1$N0iy_!px)4N4+A#kg<Q1j)QouQ9Ast8EhK60ivXY|DP(8t6dgj#bS3*vIIk6kuaEr&k#uXB^RqR1e zy@mQ1WJmS!RmzfVfDD|?3t?ZeKR!~=BiOgqa47UqegT0<>Z8g7s*k=yvhdkWR?)&F z_M8Gusfx6{7cvAaYkJOo^P!KHxn#VAKK3{~5kYwdUJId* ze-0Cnw0-1Eul$aOH}vuT8A7eOkN4saVjmwU{;m&w+41H`>L@2WL(XEBYDd?l;l~y^TtQ?!p?coS~1u0Sfk^6Ob6={DU2~e?*U46n7bdaibZ`b$5#OSI_$4s; zDTGw3J|1?^nhHlg$d?fL`)FN6-Cr*_U#$p?PQiQ(wpmj>>SeoVb;CU9-HN5)I&SRpg-~nmWA}tZ*hjh8W4ED?3pW#<3FK?=6OZw$8J?R9N@ zTO&V*P-N@lPouY;p$I=eRGb%O<)EKXR?6E^+pfI}`}+gr#7|xb`$YFNrLwZGve7Wu zc9|)>VP+yJE6R7MtTcEqZ4r?AsR@(VbMop+Wu;P~Unp$595o54R#{2=bOv9^Z=y?x z{8`y%L2bJdI$X1atbEhwW3bJ(6j5gV!h`leR^ki^L&mH$Fr7IGvNFn;u((#~HKoFd@)pS7W8pv7-4byX!_U@v)25?$Rp54??^IU zLLW2d`y=Q_YBQ z|D%h2JUHjoUueOF9Rw-Z0%JF9fogh6CiF3W5247`$E;bCtD%qYQa@LSva)R^w~trc z*I^&m9c`+7gJQKEAp@^>MG(idZ0h9w|(M zIXP1mG4UB^0e!6ROh~orV?p(NGdS`)CJ`ckADuc=eXQH){xV=J^yXu*%@pY`$qvnE z)Drr*+Mh6F>|D6 zum#&ZumvW$*IPj!_iZH<+4}fS{>*qN!Za0mrSSiKxAa1YP*xllQ`@ep@XmVyQrd_Y z!amVMKTzAQnZY)fAqM8n2t-m=Ht14ca;W23-4aOa^@U07IaTUVS*dE}HU_fN(~yvA zm6Zd>``~XfU+hMR{8>?-M`dM+&2fAZ?-esX2HPx*{?=@jf48fU6;DgTkTEOHtVH+_q+nK>PRFdY-()=mveGGt zP-M$WWWq6gQu))4&MKm;q=s_0U8An8z-`y*vFq`7o#iaZaQEj9|JcK7PpU6pLk-{ z`X*ItcRUgAt^|6l!RnqX&BytxBQm_RJ1F!|-4)w=Rll;9#D6;i&N{^kx;I>qM zeM|>YRuaOveavmK4Exyk>6YzqW6>a!4Cn8o-%&q&+3slB^VQJD+=GN6xF*IyxF*k& zA~GOtF8dmH6N&r^6YAqkFKYj2@_G^el7sbOUI_b&4J@YmnCEzS3-mGV6oE+UmL)AA@bSDUUL_9_ zdHablWX#H}BN4%nm4m+si<_0AX8~A)J^|AQLsq&fG-b{~30c|jJPJYO4|eB5R_s&> zNZPD$rq^PV0=`??N|R7)&WgjD^O%(%QxexhRvPINo>W70?3M4TY?nK z%Cs=dO6Jtr_`A-tjR-}ytORt?-45HX;e(5%GAqtUH$hs04e2}Fo``U^>I{18ox4*hizBg z3PP$?A6srZtPMv#_yZyG_wk%J)yKqflQV$f_??fzHf#TjG7DDf{|ovU{+BRh?BkK_ zl&8?gOUmt;bBNo=w3oq{we5*Z)S-`S8<6o5`slqR8bObTHLM4HRBu8+()N)vz3bC9 z?}lyHpq7MMb02k+FJd26tu4%YCzifD&@w2KHxh87IyN|1srxH=zO&}8e{ z_OR`WG$Rz*`Z&pJYJH5(i9dzLM)To$6+j$>VCg5 z^xssDoc*<4<@PidN!nU+CU`A)>d^uJuyVW3WU0)W$->s0%kC+cF_+svOz;}~4>)Li z*L5mm=CFWL^-`%<2kfPL;*G~p2HS-!reGObMq(Md@BNYle?(1VSQy!gS!d+5u~5vV z+qy)GDpS6gr;irjKx=BE>XSFVjib|ca4uw!m2X7Xt zR>hof$q_%-GdO^SItx{+$~@GXr38WS%3>k;D|7A_ z^}g!;`<)sAw1>;s`NC@?ce}Sd~ zzG;+xodu9knYB}wV`VhL^)jF`!FO3CX)D8-V56dKlb|xDk6GB7E7M@rHLT3Da)bL& znd2{6K&dM8d`Bm&%=82D=b$pn-m#d1m028v`wy2O-4v)y`BxT3w#qcojei6Cvc&Gi zX`;%M#PaORw6>+E=e>4|TsFlE7W2kZs+dE1^^JsLZhFH{VPC!;Inm``tDbtm|yHz zK>kDZVonb9TqW=1_)~V_8hWGW3ndGQ5~$7zf2{>dL~%R!rS~=RQL*kG}nILR6U> z2|UFt(5AjW{c5@%-pRUGv&QombDN?D-pS4g_gw|+VyE_zOhRy7(h_i88W_wN3#}WY zV0%X7^5g$q1ny+7#ZtvI&nVFbN|G8sg?;(z?V*aPa&{_aZf#>0h0YxN*7}qh_1a(e zyO;50#JzeFQ0!S1eow-`ZvmID;D-n*+Okl!DrTksbY5bDbs{vzUsw-$XLv2A0qxhF|({#Fm5pqhf;5EoXfuY8;ZGXC<`E= znAdl$!eTD5+7}DOeBr<%Nn1?L1b2OHxB`m#(2<3$xtOn4-^60hH`7puV#ZBm0i`OY z%b>1U%-9K@=b;Q=JXuV^GJK@Ukb1`}0gBn!kA;z~n0nQX@Oex&2@dx~mASn_urdSY zQkCgqy=Wa&MlG42!an7zwo#Rtwd)T4?#1klEQ+McJo-fK%U-H-z35QvWlSV;cLxQ?gxWh=vn&jd)}Fh6D1TGAD1b01_%Q(JmQDrfv_8L1khe zut?HYhBLuEn&I|P8Rus#Y|WK9yZSa(W?R^+JgCg6*DRn^m04HS4J%_&)b|xs#_$7+ zDOi~uD{%kOvT$l4RHpnp3nN=)?w1GQI}Cqw!XJq$b1so*Uv?>B7XGF8O;|Vp&UL%n ztnvK&vY9_F;g=~!8y5J$x@4EKAcE@>n~3YuP%lssTIW=MLZ!$hXQf~K_?Tu zlYP~4#tm4PqE0M`;JVCMjqBogG{zK)xk!IvorwQ^KR0HLU@_l#QpG%Zt)dJly*lwz z*q3jsbyP8rzI>nrnJezWqDU%celfMj9P2dv1fWv-NAk#D#owVz^ko4g6mwLJZp6m$71 z7Dl#W_Q_PnPkyLWdufX*Q<@@JneKs9W$dFIHbP~_D0%Zz*r)u0O;lwnG#g)sG$hq$ zQ6yDn)H|v&i=7Hg0QFu=0*XDWp7iTwU38P~L1nUAuu!$C%%I$u0tiH0I~J0^GH1q6 zm03Ht<1yOiP(m^A!DAv zzHHn;7C=H}e7kHyQhxuKZcrIbTNX*$%5WywUBlcJD)W963tMw#(o-K`WxC#TjD*S@ zaApCes?0;-Yz^V(jA{l}8YET&*(PNiUFM!#(13Y9tQ&BDl5nXM)Y{b66$G-9%@ zs5059Jo_@k+<4rVrR1JBhI75aa@KhMecAA_`gkY1*;U>G)X}bOM|JBb0;4qVpHiFP19iE4RpC zfaGZKLfCS{HdFhucMsjZKrvS|WkF;trfRarBq(N>J`2Vz=I8G#v2$_h@3ulQ^$l47 z3B@eCo`$6F8m*Q;UoB?~QDxFL@D%f8 z(h@A@MfIj#;9PfY!5YtBOy#ZPv6!unRiB1+In<5?5nLCm4Y)2@gEfPobvFhruoAhf z-6&YhPdlh$7S8CE29y$eehT~YZM2dqrrOY)`jENe(JYFjVm45siaFTy(J-f(B3YE{ht>+HV&diwuAj#IrgDBjt!GLq37l`TX@p^St`8Bu0d zDijS_Ek%WtiiV0J$qXT@5>i>IkTN1Ojjzw^`-8{*obx)J(;x7y9bP)6U zRuW^2spqsGopVTeQwU-PxRU^nnEUM_u+;ce_bL$c(r!``Dkf`yR^8To0WoL#lWhHB zJ~{Xt#ay%PsSSwP@*oKc5;Hn&D2i!%@KQ^VK_#3trOKckf-)4P=MDogonlBvoS2{T zU2lUAbNsw#NtF2(Dpi?yZ-z3H+7#}GibF7Wg>Lx*<|hn|4-RY(G;9td6+UGiG2h9~ zGI=-;Qq!V%Qgl=UJ~Pf`=F3-;IO z+{ABv9sf+4Qk5wSMP(M2FAM`^e5y!BoHCJ`nW=Ct`#IyenM9d@FphKC?SiRzF0)rj ziif@a(UQEL`&`zvWdNSbj@%FK4fMv>q}N#kAfQe;s6SHYH7|GK7bt z41JvwZi1K*^GQaWnDK40V?a!WjpROU6&S-xGwvTd>#+hMVf}WNahlEOsbg5F$^(Ng1p{CCES9$LNDJ_ z3mIbGd42RGF!#-xRG7@syNgFPV!V^xvutoDNWEXllcJ-tDP^27Bev@<2Qf`Hl2n7l zoPB)u71#jbTS$^yOt&SBce26jw&BmRCAo1%=;T@lGX6WL?qjGAVg~Id5s_jRy!O%t zF=zUb7+cK2HHXo;qEC0nf|$lZB)}u)S<@3(^1Bx!17dDDLP|o#WDPLx)=O;=(>jV| z>lgD@NHL1J$xHn%h&ecc1OWDU?or}7Di=@Uz`^^4gh^fijP_*%D25c5qE2?`Q3 zv2HYqxxUsA@B7<%fi$Jcpc;)btUaBy0mS_82FZvMQ$?v~9Qa_Mdm%=mOi`>Yiw}Ju6*Pq>MMq`vjiHR; zi-0Gf%#c|m)gWb}b>8joB)2lXr!tfoH#xW`M7AyAjL^xAIKogS{nzR_pvQ#MICQwt`3eF#+0!dS6Xj7Pt# z>p>aKBP1hEnXA_E1K?aH(`;X&M45^c9OtsUpKI`3wtiirI_&j|*5viv=dvbVwRkRT zkzlymG2P1|WrRF6L}#B^-hK?}sZVn9+25_7}7Q=zZ{ zo=ql6ZZS({FvJ{lU^YI`C3yyCgih|$A%>V^mJRFxVrrR_h)6Mq-&`>U#2mPg#MokX z-X4k0IW$ju1Y)+aApssSvxc3<(*0LYd&9XbY&9tf6_Yi<{Lx2lftbxUk!<~9rXGEV zVg{97mgH)OE=?iR-d4 z^1B&`xi~QIp=2&cPDvGW%sGabl?G<`x4$t*xhwSYUBDD`jZ;n=U`{TERQSZ~#(c8C zqmjQhL8@mWPl}Feb|pj1EyHv0=dEPUlT?Gmyt;OGU)TT@S4omv%r?w#u<2-YzruWe&H{1-YFyj9x*RJ zO~#U1tj1Lk^Y&X(5-KKZfL%V-EdnvSekR%a#oQiVj$*b=@sa~EXZ<2UL1IRjjz=-u z-kJLlWZ2O-|L-L&RfdtLPzDFz0$mVOR*_^xiW%7cB`BjYq_|X~%-1BT$}GCYP-f}8 z$n#K%8qHmyTYjM?<6P#Ve9aALI6i??_>_@l-YeIoB zmqpAbsRk+YPozKo!8CsXNpdTrwTy8t(@<^e0aTr}=8VwE?PGo)L6EYh?nIv~o5~>VqfTv8a zE(c}adXa4X$^=AwKxNdr*W3eTn(Ze+LCVbSHW8Ki@sD>oC}Vz@G^Hw2nuN-1TRk72 zUA#JiWW*^m?>|EWIF}hs81qr0Ox|gZbJ^ILwsCOAjj&k-9FYPUE_qJ90h|th@BGyhbvY2gy>!TyT{k=GiXlzEJUa&t0LHuZ{sj z%%@Ylf`GZB-$;c|%w(pRK1oI|Ar)4`lcJ+~@Re~cOIr707KrKCrZo?4sg4x|o5bWRzi;&uJexmu;O-GUCM4Z+guJ z#LU#0(QM2AzKwq`g+t7xUZyCfaiQ!1*z3*4kk@mIsg!qrgi%u^MJ4(5ix;k3xNg1j zqBwjO%XLE%k-9EHDY!1dJwsoEbz{E&RF%vn?wnLHhcfSC>2&SDEvQ_o<*v}nSA+Qt zw#6?ZW&(3sO@93y3!j+j%sZva%^Poq)G%e96dhH^Ukou%R2<9%F{id7sRoI8cFMsb z*Z|$sNRnI3a^`n_pV;W`fQXGcXM|2}0P~&fxogqwLCj&ABqCBw_g9xnKuq8NNQ^CJ zkVgVK*Y1GXS`hQ6E(!36dGE?4EcwjLJPl%g8bL}z#bgbzy5qeh5c9MF$<{CCgkzsk z%+RZ&*MOM4rjVc@F^e;dP)xawJ063Wwx*;hRfaj|P=;lmmCHcPee+31oR|lnnjHoo z1}QYslqlnVL8>zQQW)p5*=^r7g^GI%?h4)V?mCQfnRV5&(Lh5?TT0cq0+l41ZM>V~Iq0HR#dd)zYw!KNJLCUP@nbr${C>cPK+{)NnFwSN3)cux1IMC=)!M#MsI-ZIXyKy!xl}N>Ijk3JLHi z6JwQzrGbm`W`i=-Ge}9OGOPhw)Xl2^Wqz2GZ2ii}M^&OSmJxICiBD>aNKlY6oi7m+JqDql}(p zE-x=h6|*h#8F`I97`25;;~(4=x-J_3F~qFXPV529nbwgCpP18`pUG}`T!DW^oX|w} z@3fdHI;s}TCq5Nw4(SYH>NO{+28nrXsjCxU*SRf8{>6^oK)rc7L(FzA7cC&tsS9U> zPOdTYTo&!=@({$-(jXC$VjA?(P6aWiYLOUQOxYcbPf{(Xe#Gy|?$IRy9x)XfUq>-} zyd5+U#GF5Zl!S`O8sM9)GVef4k8vbhznHqw-%w1I`A(1FTz1!p1O0BC zC6K{j25Cx_;qoOEQ)@-)5fHP}T#^wdrnAM)ND%YnyN-quWzJmT5Hqy=7K+)s$zWO7 z>sjB(>$$}&$}~nX=Z!m92J6zOQK!Fykh(55S8!b-A`3jhy6a0-XGrF9K255a6EYZQ z%-y$ow1!ISHQW_?`C1NTh}r4+n2{jnc6(A`GDkU)VSXmtW~V1UIDXewo)jI`J*Jp1 zPa59@F}r(^RD;B9VwbWSHh}V8lH?Y%mmNdQFPGwQ7s&>2M(E_Gc{Bd@H!7oh3W#ZR zh(tt+sgSA^24eOKCo#5|Uh-$rImh?2e#04aP7Dd~i1{P@29~~N{x}0-o;gWMLd9ea zFn!DHN)XfN9Ld%%=8~8nDCU!S;R8X;kyl7ikeE^G(@@N7tz3&hhTXSFQ>qLb(olv1 zllG1vW?B}>h!b;Rf-U~8;d#||%OuL|yDn9kf>eewYo{Dq0m?Y5aaZV;*BQZ3=IG6u zr=ZN%ZluDe%$^#?JK3^LSMX6N<9qX@=%|XBcYetFo*w|poE<&5jr{hgA8Q`j_?ZtWrj^45s}ISyXE3D@;XcTs6GLtTv_XTCt%}Gh9GOPi*G5J! zJSbymOM-%w`BpX^m9gk=69~%W+L5MIWqMpkWzvtR;hi5B9Z5!0|L+mYK5q5v+^RX%dmTF4Gw6vhkyz zBUtx#R_84eF+bdpDrV?ChM1A_QvZcYtQB{KUcP758DieqJg^Ul+1Hj-_{2Ob%lOvU ztD4ECkeafVCq+k<#r&SEVSK_t5Yxkvq#7h6x9dIsda+Cyk#9Uc& z2gP)MULFo&_K7AXp<=QI*gZKx8O~+H6G^syG0&X%jbcWuJ01pN2A?BAL1OkgH50{5 za{uNGGU!|-O{p>z+(0qsSAL!e=Q8!%BqL5tnR`bXftZW5Dm*009KOXN=7>chD5jjd zk2&o1DMQKYxy9^zTLs1JmcBFv)O#d)pIJ}c>l|^D~G2M1CK1rRZWmW-V?te@IJYsg-aUaDT-#4Zd#PobhNK{409IUEOK-Y+9TL1HT3nT29nXx0n@83ueIO{p>jWS|UQ zW^X%ym>qtRj5slizg*u1V%k?JL`szLy~`nHME6}N=6Scyli`ASBd7TH_1t0>^pr(0 zf6r6+4(rlGnM9B16n?Reny88aE?QH#{6zYQVkMw z({K5eumSqpk|ej77R>Ks#94R029atz&Ip}cWdK7=uX%kJfSCInNJONVrH&)|gP7~L zkr-RdY(>VW!gqCV1%sF+o+Q8{=3R|!6mx!_;W7}jwJ#|N6_Yi<-DPW|;f$$&kYwu@ z(>cBl#r)Q`{0)ei7*2wM#C+>F8^!FBam5p4=oCkqQe`k=$Z(_Rnlp&m?hMI@6Z8G@ z_dejm@+o>3B+As?m#U0S4nvvo`kDCq7|EvG6}sh1+cK1?3EDCPX!t#kRQQy6!u;K` z19#fuLkg}h;z`j_WxZl3qw1t)0LpYc!ij&s?=&aQYa zi#2%Y2YWqOnY^C+T-M5c2i{%$*63DW(D!g_5|O$t3R$==JAPYi05Ky68)r-AQjjfG zOuGjRF%7jxjDU*zXzmKVe9Jm8#4O(P5PvpXa{{UGiRsS#Og7)(XcgewcPdYcj%o~3 zOq11V)*z<8DM>X*%$^TygJ1*9o=1}0Vm@Y`%e?zc!Y2#FF5-;P$qm@e5OZML1+F0G zR9g}eDdvKlnn)1yUpo?Gi+QveCc1Y$0_{Jc=2%+DMSG4~$xK`}KJj9CH~OzRBtdTufOE`LTb zZF;}o2kSC0n?$6pOGOT@i@tre30P;WY4KVzm*j_1#SCPMd3fiLtx%~Mz+Iu2?G0z*4RD;B{(O+E$8{p}5 zlH?ZCiz#MwT8%qI_RZyt(8)#aWQh4Ab80Av`Pzy^M2cB)$8a8qd3hO$vBhlReG8pa zFdi@-#2m7Q1bD=p(ku^4U3)m;Z?L`CNJ>J*WDRid7!w~5)61D;>lgD%o(zhaXT9bI zoG}-8kf0zj=S;9bG3R8dH3b>^c#)=58J0gp8Om;stOhYd14u@km|aYhL%|2rI?F1F zGQPP|l}TYL)4y{xp35>6tT-!l%a39zW4@w;KG0Cpf>ijF*~nC;&5qhPkm}!_Cq+jU zz*Oeu3$=JqW@1;8YLGH+hV$@?(oHooKCX!E8~$bi^|;p9hwEooSIF7f|MDkZHda1M}ANTWp*tfO{vOs%|&Hy zSHyP(Wo}uMj5uY~Q#ULeW|KU-F_7B5o+m{|#S->w(->`O%4_8YJczueFF>$aazxC}y-n zgbJL?u6c4s=;T;pMz!m57sPb(CJ~WhUYuL?3&hOWPhxB_v%K%2bEDSnyar;1gpdG_ zm`|oY$5M!Qa4QgVOe84@6_Yi<;=u5ka4uUFN3!*c`66Eq#ne4ywgkkiJ57Ru#MElE z5XHQ5$LJl%u=xUMN|m7?55<)KwI>e5%(+G~;>0Xc>tzjM?sAyWNuo?)0f(5q6(`_3 z+16@xD`2k=btA9m7E`Y6OME9A`dM=wtV^^PiAY_Sv;th0R?V(xgP8yNF7F|k%gv|4 z#aulq>>^aW0=X;n@@0uR?)x1DV6HZVR78mxxYbz$QufDqQgl=-F|!lC9|ke~<4CGO zVlHhnIvqAZ&(kC+P|OoI3z6OHshklyIhL5qtegTs%*|IxM5LI*BeNYr%)ks1V~gpd zl7-H7S-g2Vh`B3^1bD=({_qk@VP8#-f|ws3laf#|Sp#fUSf>YKdOj!F`o(lF_y@&| z)xFpf#C%agf`Y_sbbS$uS-NUU1<26uJ!wjnVeeCvVPlI2Z9&XUl_Voh%zl?rD!_-# zL2HLelsWoBxH2#NzuH0NjUIP}Zh4k6U2V_G01am2Nkx=0L&F_bLCSC{Pl}F;rHub@ zv+`0hk!COok)O3ncLn)Sh{MT76Z!YZzm<8%CH7l@Y7=zD3iFG zWb0RE&(kKTOt8nnN>HZKj|2rN^I^{tRAy#-Cv8w>*+J5js?69Is7!>Mu`(z#^eD-Q zQzmwSUpqLLjqChvghZJ~f0SXplfC=S4bNpS?@Yu8{)F@)ujf9O>D&pzbJ+s@t@~kJ z;&n(w>bgWT)}?aG_d#Ht$Jh*#-WhUN=;g~2v$b`bvA|sXG*S^I z<|O$r6-Zgl=1I{}vBVrY*dz+X9BWBZ4H9$9vKemyJ6~&(6ewos&2AGRQnP|HLMO)( zv!YAEK@d}YJ&A}Eb7EzU42ap=iNx4qzEpXH&RsuKkN{$uZzlmBF}3@@#*(qol9wQ6 zj3+4x6_YiV`sRU{7VQ4_Kc~W##EHS5UD>({cnk11_gT!3rdjuZ{y8j$W3KX-8 zQOIHt^XnDP2%Q{D%>3`})*$Ag3=$D3rccD48W8hfHi@ytjPcDy=guvz#@{W=dqM&{ zVp=?SizUAxx8oq@%jcvdR7}d z5}$Kd=$26-$|8(`WAlWpuxhRD+ax-t4v) z0FhWtk^+_ayne|Yh|HGT{r6w)Z-h>crA((A3A;d<(@jZ4q%s}{-8zCYC8{LGRwkoG zKHAWAr@R)N%MQ0E0Ul+F*Op~tqk=2m|a6r{{S&E=@fsXb>NfHKxYNK>jZ^WUH{iub?cCk)L-k&HNHjN}(a!MUuf z;A739H_ zqN8Go`Q%uWxge&F7fCfp%xRNU+rb8C7eJDKv7-;QV%^1J=KE|BL|Pu=jL^xk#5Db4 z-W|l;6hR^)#k}Cu1%Dr7TpWq9#oX@u6rHP_5nv5srko}L9x=C&v)u=&X{B8lNejf{{Ox}=PK>wKY^G^OGto6 z%)X~TVQFKp99Iz2b2%vq6_YhU**t~8Ag1GblC57%rI$@n%reatwjid56A20uvsc^I zD5iZ>On;E!+ji2FD#N{Ul;M(2V{H)g>rRppC*}z6-2ouxljALuCCWs8PAwCV-e8 z8YI;qF*|#f_V!(cz5H$+5&7Uu$(4#H<`fA|l0H9-@Q4joVe9 z#MolS_!XjaRelf6K+K_&NPtI7CDSihG6@>24q^rvlaf#|Sp%HlbtP z%VsEM+{>m(Af}fE2?`QZt9lKJxjwHZ2V}Urgfykf;LMProvk)Lx!z?3$%qqkcbf~Y zpv;!u$L~p$IrLe$GFy)o41`L}0PYIi@+@VFF9+QQWn71niYR3!kAJHNsdl4zQgl=- zWuA^y><-EpP9&)YDRU&z<`4k!k1$_%t15s}K| zSULv6x$KcOiLsSQP%TCq3g;=`0c9qwApss`?7n@)(ksl#ht%%A5IN$^ z8KIM7iP>`9>>D8FW)Bh(DW={I%he#}oxLQ+7IQ)XyN@7d;Zc&UU(82^Dkx^`asLt!Q!$1F1&Qghe?5w66_?r( zWY~U+G^NV$z7l0v8ku4VVw$Itj5sl4nwR$lF(3P9ewHY+_dAD}9mgc1m_KC>dc$5n z7D`^vE$029J@9XT?(gTN!Ma#SlZe!HY4;u1 zUs?Wc0UMxkE0Po_=J3LZOo*IP`4>EH|Q(@jMx2<79?ZJ|K2-j5 zuc`C@z9)O)mvCin4>?r;l@-d|6}shF%G4%2s014Bwj>oM4fF#`){_NR=-w!Vlzj)D z6de^ynTI`I7lJZN)JdvA%B-DPG#`NIr%93ml`&W*7YLCy{W&9aax7&^`+e*P$~+xJ zA|jRf(YSvHQ0DhY5@RdV`vBwKldI!;D1b7@$B_V!GQA6`Q5oHKZ*xHzB_mQ2stjv@ zy~9lY17(zFkZk?R{8!Whm2qv=>nSMndkzT-QbudoCRC#?}7oI=t zMvOZO$`~#q8F9*d9B14E&Se^dtXfEv*;d7IE|ZJW!*kgppZu<{*Dc48*K?oC#_2x7 zce08#SMI^OteH$AQrD$X6|Rewc^?n3E+#aqt7I-7)xyOLyJ6!5m1$Aj6?*xy#0;N* z7@sQoBA!%4iTTTAY6ghe`wUNtj*2B_ahB3%5HsWgNi|5!QFD~>*~RwPNK&Af?mE}; zll>nVoDn)XmY5Ekw;lsAFJ_U5NHJgapZFTYe3naMY%#UlFz!8BTeN5%h8k9A zV#c)JfX^) zG3#n4{|jR3{35UC7W4g&D=4PFk9HB_zfc zGvWZ_-jmH^Hx33dr>`Ud9x+pt8{@VPS=Hhbh&gQ?DG3#mHNZRhI-fwy;Z7u5znJ>P zswn2$(bjmzOxi|*g2YU0v>C;;S2M*=OKy6Src@cyYH(Q3gGARLpka{>sfbc$LXFHrNUdALlcJ+y zDWi0D&2dm>s{=_jNSW`(vqu6D?k*%LP?<&sCTAcr#*;HbC&yA|mHwHwpv*WQ5)rA) zW}EgyK$$B+B*s?8p$+4HjWe#1>p_|Lqa?ti%wr1~yhPSlhgN|yhhj)cs4}bpP8dI_ zF(?zBM6&fOQ(W8Uhm$5yq^19wsGWp zJeNiMY_$W{WnnuKk-9FWjCJvf{EWY9`?_a|rDQJt?!v`<9%FPA#9Xh%U7?pROH7rl zpGCmjLmg5PCFTjA4WA*^a|BO{j*2Cw-uT&DK+Mx)Nvc6&u747acNcFnBuRl{&UoDE z9_*rrCY%vEIhL4N^40iGHph%aM2fj`!8KP9Q)>ZkmhOn3LC&Z2e-!m9#=JCxy6IftZUolb|3mO>3M{ zOz+2^@RuIPxRa(-8CuGqn3J|vb_X$S_mYe_F};dgC4-m-;f^aL$~^Pn5OaC)HWV`~ zd&g_o>)r|E_1t0_P8)@v$+q0M?_Urz?<|Q(U6*H!bk^zvninW;Rv5inOVom51L`T4mDiWxeWCq+la64Pi+b{&YBw~(Y7B<8oq z9r5ns09%q2DCWk8`5R#uowDPM(8;mHG#FKx182+LHi}GK;1)L1oIW^l$`a%Da$~P-R#H^j+IcdU=ud)zl&M|39hEtJsr)4<<2jf#r7Ckv4wZ2oV2b?*S2%f@!s{{Ow2{YM$rJK5fAkK(z^C)eE?_WH4YGmF_X-zt&^6t0Am(Iy?h3tpSz?;HRy+sh zWVe!vC^1cUd@F|3U3Z=o9TiJVD?RTXAg0q^l4_8cy|#McPr zJYwz%lSeU!mo#1oVs=d-C81)n2Iy1Qv?H9$g3?H~elgA7v_&y5E;0KEViw#YK|x}E zFmgpPKlS+02V|I;MVeA&P;Y`_o-a+g4(GD*xg;Y_OczVdxge&cX5VOuGU;9%Vn+0w zhhn-b>5b3(UoSB^6O(9*Zg*2q~T4JSjRVmY6P%XB&f<-ZCnG zSExZ^CR^p>@$i)bNeUFx#q1E?U98lcGeRfF5;M1C*K-h4wGD}g6!UbGW+5PEWk(WY zi>Yy_7SEV3$$e2V@wiPnuF?aFRzcOFMWbf|z=fNJgBPTNJA0 zK}?0$x;G`tob%%l^PtOo6mwd_tW*%Q>1XnKZZQiK)9{QrGQQbiSeLbRBqDWP&MDx! zWNK9>f^{M89dAqKQt)RkLcfpU-1PWDsQB;YuF%VuC1$#+-$h_s00 zoPQ>W*|nTx#EI$rDn%81$hq0=g+!U;0O88)`=|XJsI3CHqerA7 zN||m!?-oI-%Tt~d9TiKNy^V+OhjUqO5lJ;jnF{&5Z~&rR8A%FM#<!31C`kmJoG#$ z^Q9+gN>yf%5}rQ>eT!NH%G~WoGUAj`HcTjnbJ=2rDhu!dJ ztM00j*K?oCKHkW|b6IyyM|oJ6Ks6GPx-M~ybs6os+!CyFTcuGcnTuDTa51MeTWJH8 z2OGF6^zvniId|mJUBKM3EuT|3KUcQYL5trSO#-O=;T;pzB@TB7{ojqMj|4`{N~gf-^uz%kr-P{Cl$uMC&#O9 zegiQh5=ekY%nL=$P)xl8n-xLK{4=B^R7}ziDc^+v&%a*6!ZF?`}o_q zL()l5keJTj7-GJkWVQ!n7{rOM#d6vaF>`m#KTx#A(oh!eA_V#;w4)9mXD8JGWk zPc|%=L(C^-7AR(_=V&$9>$e-f{QG)tG1r*L;NSi}-s;&B)@4C+5|O$tVa;$|W~=ut z0_#ltdMQZeQub#qLf^?geLNa}gUus|yFxEtmY8)PMsEV<285D|C^0LR8sIMqJw3*g zqN8Go>96=K2gJM@M^X(EGb7?Y-YMPtG)W2+^XlQ_qhJ^5r*cN<utC}#eF{VhPu4Ub4ksFBTmd!Crr+RGOk0-noE>Y`F=vEM zj-`xB`l`dA%=;B2B2t;1!9LZX%%^oE##W|XB14&Wlk(L;nKzCkz@yB$V+>`gmtC#^ zW%_L+C85f&2DpE~kIA4+-<>2|zcTa7I-xRq=Bk|lWyblCpde+m(>+m{A-%621!cSr zkfu~+ER^y5F=5Tg0#Igu2+4?3rbT|iOxPKQMzjAaBVcD-K5#7<=Hxt`1O(6NanMBk R?r+%~k`XtjsMyxe{|^fy^TPlD literal 0 HcmV?d00001 diff --git a/utils/logs/study_0/fastmri_model_size_jax/trial_1/events.out.tfevents.1708054041.9ecaffcac2a2.1498.0.v2 b/utils/logs/study_0/fastmri_model_size_jax/trial_1/events.out.tfevents.1708054041.9ecaffcac2a2.1498.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..076753abac27b264b675a26245179f8bf15be800 GIT binary patch literal 154621 zcmbT9d0Y+Mi=1Qc;#rsVEZJLrBV2QdvUTscfkzWXry9 zQT9;Qgx~LbuV>DD&dl8I?fKVp-mmjMGxP4uUFP#PPFb-|V>!M0mNpUAgH)82lp6$3^q%e= z6uja`{DQ9k#%^7__>EH2Bmc&>S8k`QG&#uI$J0L`XvTkl&0ibX0${|FBl_n501eZ0 zMk(by`UfynZm+B|d3wME@9CbwA-;kCA^!J21LD2mER@ZZo3m!*KWm1kZu&09ju4O1VeYrf5W%WiEvZ0Kh6yA zq->)`S^T|Nm?b@b?UvIzxDJb>FxjxBdqm>O0$8=}sX7HB;`Q+>8zV|9_tj zIBPj)oTFP){q}bMaC0jC_bRQq%HX;wn=7|qy;zpKu3V!$l_kpB(> zXF8tNt%^TAVCR)7r|CI(7?l+my{1y*;y|jU&deOg)Dp+_t zW)Q*_atQH%Ykw3hTwkmaTh!xPn1lzSMd_O}Tft&l!?pj7=C{Z!d4LmeT=;SjSU5Ik z5W*HV2nj!u{T?iu&)+DXM}4k^RjaXR5py}R94r!7Fr)b`G}XT01g^$-9|en*u?#}k zA`&6p(r?}Xi&N{ji7n*0779~`qeZWW6D+`@a2GS0-{RD_9Gt+pzCm@tVnrr{5VlB0 z$S(cn55eNsn>4Y70@uQH!!Weydwu0Au*m$vjOMpEe0U{J;KA0RkznEYhd~Hi&qa7EuJBy>;8Ck zu-G{*TWq1owFunR6)oQ0J@gVR{?2Ab^IN=4RKW>+2=TcB78VN`gs_Di=KAQciaub` za89n+LWyg!O-U0i2D_SSgT6W)Q*_>S!@x!S~K!p;3B4 zY@y7x2w&F}r%;@Id=OZud}c=TTl5>LjK|{1=`lOOqNs{N2wUi&g<<0ev{?VASZtxf zwFuKxK#RpTZC`^$Pu1)Hjpn!5R<{>gv~;z$0E^+e3_{qV3tD*1{`(n@MgHLX;(0XW zT2x$bh!zE^+FQWl)ktPEzs1UxW@z#E^6WCOXyC~pge`2);`POe31D%4!gH~OD%T=j zwH)sc7ImyUA1n;#F{Ak{-fpHWzREu;0E^#C7=*BeD_TT#R&fW5r5oRfE!4Oc-=;Ld zV=*{gyCqocNnu9wTU=_chQ}i7`<8KF(Qhw<5Vr6_i#zHE@Qhls{@^iMqk zi#FYv(fk%Jn$!*7jqAywV4-fqAcQSq(4wA$l^s}=jczQqXu`G7y>$UCoae@5frWw( zGn(Jx+W6&oEcU-sz6}=RLKuXw#U`|vzCNNSSVS*sCAMhFwXl4bj~3?(b0WavX*4sM z-y$s{0WB7NxiK6p9O4;-uthRjxcWSs1{O9yJBTfsaV;L?Q)kqR+pC9z#e;f=|BdFi z2svno7CjEAM1VzWRR$q!u^TP4&(3cP7Oj1{i|3)qwTOR{g~wu%`iXF`P@Kh#=C_zX ziLxkib4vq@dyx!6*y12sOv|4194yrQ9K{yRxfX5RiqIl5Gh+l;{0(JB^IHT=Ylg>S zO|#4$V6kH*gAlgJMvIx*6BNN>W$;L`MGLOQqkto5@nXV|3b1Gv&5RbXFg%Kgi=pRx zgGIbT73nKoU=>Huox?3>_VT)&I z(cAXWU9bq9oFcZ+=2|2LUBf9%w0Z3S7X5;l(fk(IeFb@zV38EgAcQSmqs73g zG83@qly^vM(S~br@%cWSLfnD{Z^7cpC1y0gMZ=B<5Ro?G-9fOJc$+~8TYN%`#)p3$ z2aAQaXT=t6xfVffx8W32sx0Ne!o!6b&2MpQSS}*|q~uNk3ujLTA#CvjE&7Id9|DWb zlZ(X`I$VoW&8Z#8{fhiLV4)GrjOMpUsYpYM#L6?@z#=t*K?qyO;hRw=vy7I4MYjdd z#1^_-i-r@allrFXttzmXyMh_bZ!v#uHCh~N^yuc|u*?aRISS)+NjOMo(>1T_7FB+b|g0HHTe_#;87K&)`a%fBZd(r3CZ?T0w z*TQ@4UbI*o^U(|}-aTVR^IIHOsf!kirhl0M$D;THgAlf8h!)ycy%)f-$S6=N65X-3 z<68L7EkuipsvWL@MT25yG`~fXy#ZRRyykELEIK`45W*JfXc2qJV=-8KENv~eFyLA= zUPM_8c-a)ssN&DeXnu?Fmp9=;*c|=y1T2bvF$iIcrf9K0Wu7-!RPXI1wrJ0_DD~Wo zQ&7JUo&m?=#A#+UzlCCJ>hDGF{PbR6v8;?i2wSv3i{*w*%)#Q&?w(?c4qS`+SE=p8 z(&r!X)q|v?%xHd#`CnS#8TGl&r6XXmyMRFmTWFz0YpW?1V9`}&kl4bIYtda}Jsyh* zcir&S=1!W-Xnu<>?c1QmiovFLz+$itgAlgRL5mNC(ReJX`i~J?7;!C%wnwAI^~2_+ za7MX~U`F#>tb0$r08tbrk7v~ISqwthq8(afRvl4-W6|h?uh^m^*TQNGWij4->@BeH z{>6;uw`ixBgA37WPVo{r7Q-4&`fmcl7KUh{mDq7GSe$7zTMX&MwFs$u7^k3jN&XO6 zRBAD!`7J(Mw8b;3GUsj)o+r5W*G~XyKc0rvMhK@>9hYCR~fjnbfv=Ol(XdSm<76M)O;A z81WSs;$_vDjc_dNZ!rjA3rn=PS=a#IV?Fxfh}goEYoWH4dgVW|+2L+raq}lLn%_d- zXbM_%^y-4|PMWtq`ribEEv(R@Qf>7eI2O0BiDb zL{A+P4i*Db7=*Be6IyimAny+rk2LCB65U@|a4lYa%|Hvw1+5&xqJaT3n&0AZ-(Gku z!m{qJ1&ghN8HBKfD_Uev32YA*56)|dExK_nVk{1#g|E3^ELbdl%#7x@a35iS2#X)y zr@=zEj6n!nj6e&A_>C%H;e1NZ%Me#VUEw%GAc<>|}EMBHCqxmg{?Hq?!_nY|F^}wRVVFn>= z;e!^7tnV6uMczygu|+SgMTGG(wAiI(mkbtf!DSTdveE!MrKzRP0rcb^$pOtEDU!WQ$;;_Fr4i(t`o z(+RPK4c9`?W+PfO*B%}NXH;e?Gn(IG5Uf6>&pKI3!j4wLfB#vTI7`-djJ;U-|mVn z?6}9`T94&;EG{ozt_v1}>)iWqG{1$drz%=pxunz_EG8>62w{sQXt90h2z)*2<)AY0 zJo<4hvK>;;!ofGw6D&rLVn*{@On9V>7B|&S6oN(Scm^SCu?#Kt7i!}>#bGLyVvGJ< zi^2)((4uG6yB%P$tTi*5-{SAz>1grUr$Y=_sF^YdVT&lVm|$Pp0?w$TZR9VD?vm`e z7J7C&(PHq!r5(Vc+JYI)Z!z;z99m3yKcE3vbaP-3!WJvh;?3{T`1iukwXxX3fon19 zF!dV9xd1Oeun3#LjOMr4r5S=2DvN!>z+y!>gAlfeMhoR7(~rQhFe_^-wiv**=zEgd znR`{Q{|XkC|qs7R9h4_B=>0b;&*kTP@{Oa7+9xUe0G!a`kaxE;oCgK@o z*Qz)E?am5kM)O-}<>;ct{tv@b;aE&q${>U-V$h=SlEpHx$XsG0wiw8@sP96(3lqNg z!*@6qo?DpF{1%1wE@%S|o*DSp*hl^~Z}X26HV!_4eZ#b#Cp2FtB*2 z$&BW=*qT7y>m}?divo+yh73a3Vgp(n$QVBnEb;$^vFI zzeV8FQbgRUuhR}JOkx;>u*D{{i1hz)3M?9UED>7_;abRjr#`E8YR3H0V6l7#Gn(JR zdNlQQniF;;lj1}dVdL?4rfX{@!M5@R8#&N&2O=N z$05AB|4jagpF~a5We~y^NoWx;E_4=H{C#y$JP%i{#k*{(w9`}iE5aES{+$`kZ?XE` z8MJUZGxRPTi<6BG{Wk$&i)6IuRww-&SY!@7BZds+T3GCxfXCv#=C{bJ zazKk^`%Ul@+G!pPLf9e|E!wRP#?NpnI2Ma7hH)*ttf)qLZ0fcEEMmtnqxmhi9kxM> z2dYWK;88Pe{K^E4 zkQA_(Xv83dEq0?t)XppT=|^9!DzU{#u0>EEY6tSdu}v$mP_gv9Hbu#Wi zA{Q_SVT=7}@mJFx-x2eBXe726&9z7w9*-73wV&F7#nUQgG{1$}z92lKT6ej339gHD zg^vGCK-l6STBrt(oeam~))q@KWDM7$&PM9PO}!i^FKqJ#&T}SXfSR6kCktT1+gU&Zxel->ZVf@tMqMev6Exxp*u-_vxSy7Src4 z2w{t(XkkCi1;5c__{B|Z;m)<_mq@*@H|o#?6|hLJKl;DX{1(0=V$s6Csug|%G**v6 z2wP;L#jClQ2jEydxHL&Tk8xa!-bU0n7yjOEj88S$e3u!`Z*l0fI$E@SVVw!bV)Szc zA#9P27LWFP$5#(jK8A`dJh&Fg8Pwm4$gT-Ca4a_cVn*{@^sU<*EkY;R`~r*f8e#uU zK-l60TEwLf^nhd0@y~KGWIWfxZhR0n>Z0%VPhgRw5%u3_ev4*({m^1%(6^Uhk=}Vt*l-HqaTcycY~q*6Qc$2%2gfkpXSW;DOWrsOqfVf6BVJ6I@xXAr^` zIcU*q!^2NtG0c0n*uslz@v+M|JQn8H-uwXzk7>+kehYnNY9G~Z^R{DPF*Afg2wUW$ zg>r5$Rj{bLAX9AN&9#_bG!rd8T+78zXv?o+M)O-78#)hvl)IWI6{X(2wN1QMU$=7 z`2CAv17C|Re7F|9wo#>BF+ejIED}aBqxmf^o}|9tJ^ObRe)_TPBnBaDaRDt(Mv@ML%DTM%bsXBfk?;)?tUMA9P~ z<$F_4QqqmJjsQ~A*}^3DoQjsD;<+}fYfg7~tX@DQA=T<3jU`sb-QZc4y6Xv1bl^Ep zY25R~0+;(-T=*X1jMH9xB{KhzCpY4x~tU%!96LrV>km0T|no>UKO zjPx(Dg2(!GSU>Jn_kTzix9E>bhBpaPumzEOaAIMN_C~{_J4;FlMYhK^x)hoWghzMI zIc)S!l$9?$&j?&$M}0D@(n{?poZ&xn$Z-BVrdnUYGyL(xeQ#k+?%g5`!8MVq!Zoq2 zx7`ZT_NCeAuOg9a^@aL)ayRvA^@lGGTLALOoEO5rVpZa(yS;;vbst03rq~gPq(1sB zqH=xnw?_t$f(Hwe*mEi#N_{W2=i-n0(8p$OgjB0OR<60-2afy^PeSDHW4~8Dv5(iM z?#={8+%!H0+iZ_D^*-v!60gaK($*iOz>$^74A zv9Br!W#zn@C7$Q!Oib4Si0VrVlXh7KqO@)CCePA^CThaE|BK# z7ACRh^!@<#VbD>}zg~x|G&)8|waQB5kUBw-ggNgBkv}Wy*LtAeP^DcvfwAB#AA@an zYBv>3(v+7*>N($E16kRtPR2{f$__hu zye_T{8!Hc4(bXd$X|uwa-k9;)(;zF&I}vKlS;_YEL*3Ob#V;W%oh%4Xs;oSVF2byA zyQ%*evXW&-kb+r>9FEJ^ZD&dy$jTUJLXj;i7Ow`KfNj^>8RIoYS$WO#2-<<2=i-)0 zajo20IK#uj$#DK{SK@-kc$F0S+oi&qT!|+P!8MVai)-?B&ma7bL*e62dLohKNl=DxK@AoXE^fr8+2yYo4=28C0-fJJ)0ppDtAA@Z+?=aQJ z^W}9{LLVJ92}8y{27R;~2Yq~^O<3GMnhZaU!Kl2XsSkZLG9cq6^l|$B)_5|;F18@ln)`UYG#GWuUroILeJtxucvAH-ca{qFusez&2I{Vc1xiL&yD=TXEK&eTnTcatWiaE9;g zM~3tF@l_%9fb4X&ugS0`i=7BVa7`jl;+jO-`{8qN4mVzBDH3_EBGktw(NrI;hmSL-h)yLs)p5kq3CsSb(drq6bP%kCsXm7s= zef-#ikZRS(tU4dl;K-}n5+Z*elaEthCbe%K|s>>ku$w} zZ`ON4AJ>EuYR!GTHz@*jo$7V+gFd#6Bs{75n7mpaubtO<5m%uFBUcclU<-6k;qniHEFk2iSh$=_ZhsIq!HO>=WH1m3p3G z)W9vhAuAKU5QwC##F$aHZK(rN)&S{FwJ?c2r&Su%cd^<>PU!+!*;fB6vpTiPidxKg z2S`HKhJ?tUl}S6OFGfANq4XUXznk(g*k(l^D6?ae497rLR%#K3j9Jkd8?q3xazUT4 zxLFC>uYjlX>-V{#kQL`nWW0o|ObT^G(C&9Hj36tM%m_%@tZ=61sJwbNWTje1*%Wy69dpWTp2oLXj;i zrH|x0z_x4X{eEtutQ7M+>E5UD3H14Ods1gO!|%Kx!}+&e-wUa4NssBU@&c@h`v<}h zTobt}T$AsyC!RstvJZ^+6^U%r5bEQY<5V9lu24_b$~?{sVPCO&pQ%1xwU8eORV&IP z5J`QE>rVCY!qP)ufaFyqOk&T;kp8afT+QVv&_{(^gjB0O>h8Ea0*-wCLqg>5WBxX( zkNWF_^?^}c!pC5nc{im#InhG5Qx){l_#I)$*vD%v6O*BjmnsO0+s9AGTH!fpKXLX* z=%arX884xa?VpcF(25V;^PrEf>Uc6Iv$TEWOz&RVk2TQ8cojmexsQ{(M&Y(=^qC%t z(8tUsgeO%W<#a}2Pc-(`HG~$JXc44f3j&q!*9oK6b}ofJc5O!}vh}g$sE2CMM}=>j zW{a|Nj^`H-2Iw6}AC>BLm*5OIKt@^lA`GzMP`NC>K+a>4-m7&@3xWb0$zPs6WJgs1)nv7)S8)fCFg zvdw+)I!;Z`D+S1}FkT4zM7M21Wu@GFUo(h7@InHSl$9iF>eV2F?rO0>8nZ%}#Gcc8 zFDffv*64kMth9_Jq*`Sq-p2YcB*A$zA(AApf3$gN8ddRBYfb#4bU2xh!8R*2rLyAK zbD|Gq#dSAf$e5L~$xEFeD;EzC7B?$*vh1)1b>DjwKvs5Tk?|6;^8V&h1Wh_`{sOYn z{|o_1n-$LVF1Edz1X)>hflzDCiov0En3b91Zp*>8E95%iNtKl;?o08{pIUOtH^@rL zeS#Fs$}&fLk=!#nIhy~ocK z=r1S3`L|u`rhLM8kWaeZe+_H$YAs<1u1REXT$7K{7u6wckM1wqEfPs-Db&XX+o%in z-qA*n05bChFNA%?ZXQkbvELl^MNl<^_XHxTk2;O0+tN;h*W~~y`in4$JtxC-s*gkb z>*I&i>i;36TJ`a6dSo^9QBh$zv)=rDG>xRTUCmqGO9V!9H9iL0?B!Ofk9vDQ%0V9s zn-PYLef*x=G8+20Ooy(b1^f9z60ZH3O z&h*YrJ-Q6~c(FI3*4#(!nH#W=A1)YYKp#u{6P{Fkw3%@aHz*Ird*M5Sotz0$um$Ra zumu63Ya^kL8%Gg}Y<=vvFLfC7aiKz4mMAM3JU^^t;YYof|4BomJ)GfN)yZ)FK0a5l z!@n659F_59JJXhgA-E>FV{uKoF7iGOX;VK?mLn3WZY|VDcP*-q`%`w~kB)af&I@5* zvD%-h2Lx&#PHqHMbIcg5_?X==2GvLe!Otw3+x{U6%$ge z`nWC2ZZ{nH*7pgKzmI`Us6O5^kD3IGAJ6z0Y_nEz)Vrl$K18*KJ{rFv3>o{Fvi!p$ z=wtjR!s7NZX{;Y+EvA0^&(KHZA7s3QJ|E!efg9Y0O7 zz73(s*2h*;6|x~K@e2pu7G>pb8=`r<7U&u<66NDjSR-UHLjD)Ow$|EdpRwCW!V-1!j z>8e9krWBF!60%ZfQW}EJ-Mz6GvU1=$0ZE$`&h%XBR|G;<>>m(n%~`qfaT{i(u~W4V zWM$QJ!jmd1v(G)jtPF3`VmxGJ@Ed{@%u3)a%u4CjJyT)ZrSh3jWXsC>a=DwZ?dp4| z<9$(9l6ii&@0TC-A+^4%`{=ISGAqsehC?hq!&zH(P;O`{~;u3i@c< zkc^kmN3Ddz2zoH8LJ#^F-h_ap?IUM;ISm_sf|^q#q+QU*1_p#D zRUdD>evU1$HgL+%TeVj@<^fAny7s9?`x7t%L+sVbLeuk<&bRrN*eVqM=+CMfKl^h8q z*Ac=b_M9$;Q)|4w&;GU0$A;qwsaAcw6FRsY+P2q+5c&H!X$bY_=t|7zLBKdZgO9;B zyB|W8fBzfz`q0NYvk61SJ{mcAHiAA*jvy>H`mD31X zX#D;s^l`^30+P0moat2$PFn?iG>9YAn)?_#gZhg5)(vmtppQBUgeO%WS9U4IK7L#0 z@&H=!GnF6(TVNA|El?iR1ow}x_7aM0eH_vFC4PP)`(kJdQC3RY3uWcRYbqC*JmHKjF%yE}7 zD~(=+tc9#pC=eDmE5>G9u?8+Tts6jAI;)ZK60*|n_XPxfxOKHHWaVK~0+Kc>oat?9 zGO{^jWmX$PtvM@oI`7AA*V%B>%Cjy6DVP=Y1k6gt ztC*3n?b5a+6xp(pnW&xu+b-=;^H$>B3eV328?U5Zi#1i(RfRLW&muCMf7{ie)kwUJ z8#89)cUY4zs|Z7IO>7czO_bIS!9E7%zc3MroHi2b;{<=|K1nh1B|far{R%IHeZ@A} zM{T=o)$gx_J{I355J`QkI!Qg!BezQlev7~V6JZj2PB&Upo0Gj!4R$~u3(5$oR(+h8 zk&NGaO8Q8M{Czwy)gL<`XbmjTe(8p)$WW0nvs+!-zJ|-CLy$5|vZcaeb_K`EaoVOi&Lmw-3 z2({)uhP*qBeQdR)u0Ql~m?7aw)yHQqA*Y*N;w8Kau3NxjX>Q@ao@WIDa34-h?7sA9XX` zeV~u+e~ld@%E~96A3a~AHw)W#^?NzqA=Q(2XNL3l(J-5Oe)=dw^*OL6OH>I%a7`jl z;+p(z9QhQ|Hh);AyGZ1-iBKO;TTy*1e9?RZKvuf*LfBVq+Dz*H`f^hX{4}!iWCD@Y zN9PpkWxKX5GxMReqXUFV>^bSnQ+>}33$<+?~hByD4V8hML0 z)kiIt7+2`y(#NgA34+8(Z)-8+cN%Ki;6@w-!}cN2)Dtk~vI+pbClTTRGHy@SFe z_MD2}Q@=Y=x3n3)8!$1OkZP5cRwobOy8-5Tgvg(jTk2HBZx&VHckeG=;A61O_THni z;^xs|7-VI7F=5Doau!rc1VG&xR(=Z%~@%qn}=Ds^}eYxWM%7D!jmd1v3tMb1!!=3G=8_V z#~*?e%!*ebZZYNtd@O{l9FW&yS|D3iI=jaYf^An9$J28~S$S#3eNK5+JL*@?Dl0ON z!5_}q!^v>|ZP(2X4{+;dzjVk4NbM01!Vp{&olCeTOLv>%9p#Od^P)r|J1vCz_{p7m z*)IBW)+y*?Up-z3`-;8lMBSFwu`QktRXbxuAd>nROFxNs`~Hhff%LwMFo`{SepZQT6cM(mwteGx(g&*SG;z7ns=;MwBa(FU7Dcb!7`e@-p zK+^V+Grc!Z~6PeH<4;cvAIo*^eLCN0Vz`GN1*0A_!8j z1%}sg`R;sgHXZs{XBnZ$)<@Oq9rz`%$S+N{h_Z68JGYOEI#a(1-pe#Q0Lg0+H0m)n};N(g7_?lYrFqsxXN?C#7O)|7cStZvcH9 zc!!W`)klNl$2Y){Kk=9l`TN+?h`KGkHuVHP|LMU?J_g&&`VdwArZZJeLLY~}Ckz?; z`13$|81!*(C1G*<=w^E#`>3kB51&nPyo!vM(8pCR6!2tzFyANq>Th3DJvICsN2$4n@+_5Y2Y?t5_?Yl^r(yP>D>)RkQL1|LaJ3((%LL~0$Dk_ zpAh-8QrVZPxSw1Tb6~h<@-f(EJ>F4fCJ*hNKvrJn5QdCd>6hzs8M0zhNLbvgcsstp zth{QYjUQ5ry+X!I$jYgsDtKKOwrivVS+T!GK+m|S$SQC%U6G3PgmG>b^b~yvSlTpv$`VO zmc}eza#EC)%e}bUt}cJ5X9+9~$P0lpe83tqoPXPOz<~NCbcfXyaj+)o8wo>jO}yUX znuHwB`vz$<%shQbBy!A3sE^^r)ILC7wO=$qqH=g4>?=00E!D?C7G~3-YF7&hL{cAP z)v0Y)a?(otl7qulVG?^zV^2}rF3a4nInYOiJA_oLK4#pz*b$Dr`4d9q?_Q#Ve z8fMdh@vD@N!8RMPoa$pjLg`WHbf%^l@gr9Oh(}wvU|Y#m5|^Af?jxa( zt(p>^RDHbaUdIN0+NJ&OIo+WJPg@hDU<-DC#^uYhRh$id?5a;Fvh}feqGK-fap~o6 z4@6nX?aS?>{afl+3tlEF%!e~P`W_k1-^V+xsUIMHGp+#p*s+8#1lL5a3fCk+{R=*1 z{F;+NiAZFSccR7G~~KYI@P_-Ps;)vAyAi{DR%BVQ0qi2Qy06HWa&x;@J1CosB( z^D)?FyN#%q?c~SJHHSWKUPKr&_HojVl~vHkHY*8>+eb&&@7PE4M#dYUj}hz0cnN(h zf1`;f^NTw#<)Du(HW84tedJ7U>93CR&_}-%Lan)v(@O4PAMK}~vWGsN-a~j&^|5C~ zUF_r7U)!HUAL|_bD8rF$RycR>}YL%51v+7-iB zoatSDe-}T5(R2f$)|?fW?bNRadapCYC-EvL5uQ|8`Lm%uX643;q6o-}%`Soz%u04W z2iUwFHac4b+pdItgd$s3it0adfo<0rHOFdER*u?nw_RK3h2bmt^S{k^hckS3OER2) z+co;~J7mPWep?D_@=K2}1lOdvKCa2qHIwjb^W!JVHOl_qcT3Or7wTiKJ=MpBH{^Ce zAMZ}*g|M&KUcpo!n?>qhfj+v-A`nS^Tv15fmPQ|6{S-)@BZNupIX$31q?UPb(H-dH zn5BeNt3K*n30ek6zIQYs^7rwN71c+%Gr4}i7_gp?!8SX4mFlBhw6QPr(J+xPWbC7p z?W`Zr$D$pC#qHznee(F{-oj3MEc7uigN&EZ$74Er2zoqLvjy}q{Rja`+egmy%BquX zVcXUE6rtAK$J7ZWxa|t*YKzY%aXm|TQuWcTzXJBrJFdqSXu-@Pf)s3lmJ+sL_22kk z(8q7Zgd$rXoxkWEg+6N6&1)^n%5Dd4AKm18DR*nNpeG6ldkiUnnT(OtR@(UM0O4k>SMEsR3B4=sx<+k4HU$I$RsXnTw z=9xp)_Ba!Wq&}WKPxZ0TJkSG3cSZ@5*mK&hPgSJk%;RF{qo*e!)vAv{>p$RA#?|}? zk-v{U=yywX@rp%^xZ~qMX*fX3kWb9+W#7ax(qs3yv;`VXXK4r|B zO~7n>=%e{6GG0O-^^SKy(AsnbMd;(gSOSu^kDTenYq~l^ANM8@YR!FA)O&?}G@Pt9 z2yROo?;t#>`WR8x0Q;E#>%hF zX~>GbhA@der(J>6ZRvxMgR3Dc^IH;9t+FyPum2kOgHobHi2PYG*iOA0;N;b~9x&D! z@-f(E^R20@SPY0UfUKx>Aq*L_(j~TzBV^@j55nSRMeATAtU=!6#9fe;1AWPO30ZL) zVT_D4{g;Rj@8j5DFuoRw$K-(glfPTy<;S$Q>*@TAI$L6#C` zWy5^cQIM5i9t0_vm4;0*E9v8N{yNDlde6#hN%$ef-t4#}TO7>e~b&sgM1ZQ!m@y2@lZ#lFbug5_?XK zAH?Arx6m0{1$}%{Mo6{ll@lU=AN4A!KS#lRLuLYF{5L)Z+pOCjs{AF3 z_Y^=MeSZ^%jD1X&|EdCgTv)#^a}II)XnLe6X05^cu^!OJDitzbLLXH>nIY(2!Z7?@ z=OK*=NZLMfrgvhO>LuvojaGzOa~~^HK2d#KRuB7FqDy#E_3`Z_73`zhCa)>bf>I-b z6l_6QOYGyh z2VjovjoQ{C~qt+q9ld6x}3aZ%0tR2}J(1Pa22~w~HFWX=XTFl+K z1^TF;ODMAS@lCHr7SP8z2cCtCva)0tw~vmq=tpJ_`Lzzt@SexXaQ;5}8a%^3db?J* z!eo#)?M1FxtWc@IqKK@mr_Kyo6wYvm;)a%I$VPCP8g)7m= zRnFZRs#a=CAd>o68Ak0NZ*OXN0!Uv63X|A#N_L_4k2*dtZK02IhY?b(`gqjn`X)H? zX=4eIzmGefP=AhE$8_3rxUEc8(&oQ#*y$1>f%2(q5pIu-gjZ4m)U+egmymTmYw2>N&@now)*W2H_N z_A$vR2S1JM9#42u_3_g-HSFWkf(^>hg62sCDcAxhss$z`ZF@i;<|D^P+W z%qsPd7iHz$2%)S@{!YCc;E`;AKMrm2l^4Q3(Zd6%+tMQk?7Kh=n*AjZNmuq=&C2~_`dEWxhoJ6|6~$g;yo9Wb zJk<|DFWg!MLRNa&5|Ff6;Y_dVs+rc1mGMr5T60#qJ^O=MNw(gDf-=?s*g|KO>Y2^eL091!oFfxzoq(kX@H^y^wD)VfzVZBKN9Hr0_tszsvh(E1L^Hp zVG?^zf2UCu>FuMj2>SSF0wL9^k8?Xe$busu?nj9HeY{mo-IiVqd#M487c==7Y%?cg z>bA6}?a6o0$G&q3L&iQjJzf7B`e?C;u(*9J$Tq~R{mdDf2z_*1LB>nyqp#aQ1da2$ z`5XGE8$&?S_K`EaJ)`?sK_9zqCe)hyXmGU-er7qws-+wBaep%5N!7SpksoIfmk`e>6w z7&7)zY3=+t=%a4|VR8Go^Cb0d?aH)XAE1wOu8{E(`gp3s8T%NRKV~NMG3*urN!v%x z^s=T6+6sMa{De?z?&B2W`q;;U`hPn@A5BULPpUpHywC*uIG}48zC`u>JwXb#AkG3? zaA{YNtvhsJFP*(EnsaLy7G?HBaVl|i-!amW1KTzAQ zGa2D8AO_2a6Nsd&TrQw)OLbQ{tOrt>yD*78C(DskR;-4G;tyyw@gbyIWyQ|EryC@} zYC0kEXC<*UwaabS(X=lxJ_hqK*k<>8Q(3w8cSjS*%JX@IA!An7#VLD2R`x6*EN)if zPEl`iZW}RkI%MT|G#M`;D{0XqFe`0-_Noh6QH&!XX|uwap40utdXSZrt%O>0R-Ud= zz^piG?brudS-g|*q{_bTjgfkV2jcH06_|7rMf3(B|d99KJw^mHlfItl}mr@ zhr?~@y-y9Eh_dp`gS+iAe42$@rVDoM@w@k`Rb)8-wrhNGD`f249sUZ|WJFy>W(tC9 z64@Kqq)oW`eMsA_RQVN(dL=<0hgA@UjC~9a{aFfq^sgc;ZXY90_rR=;R6eE% zecWD0lQ{<^^szyE>PO1uJgW7fk9LX#ByAr#)9co{VGr!12BFs6$Cl-a*vI@L6*o=PV8ZfW}a zdGg2q_a(3+6NLI0@PoQw7tZ>PA88K$#tUIzvELg|x1}m+nYW>8tNs#*q&^PmO5K(Y zEB=aKm+)y2!8p+*_MG0{q$;B8ntT}g*ryR8)vAvv*Vn9uBk!k4i2QxjJ4n53*Y)odmT5`fj&MONO)59 zapjv9*hhoPePF`D?J@|{DE!PUZ0O`L|M7u%iVV6<owNZEabN$fd!S5S|Ya=K`- z9r|c7fRJj{$HMg!Zo`p}b0I|jJ_etscDWG|^(Fx$Z44iSZT2vWy5Zh4q|OWIRQ51$`VGLdHwzf_K`Ea zS;N~KLLY;d5^BwTJfxQcG6(v2bv5Bh)yF*xwXlz+9Zus@x!pDrq+knnxL^yO z?|V81`gnL7p~%+9^La%w8Kk6%itCzW5woLUBF_}&3zIDa4Oj_!|r z9F|gD2m0tZlrRL>Senbtv@^l$ne*^5cU;& zQsr}=aeiNghk3U)vhKzj--*y%I zI9i9WxP9DHFc`DeHNdV8^l?xJGG0O-V`BmlbYNXr2k7HgV*--4kDTdE@o3c+`e@pn zP;2hvkQt4!kIj4MYeOH6`VgK}eT*H{2K%VGcC8My;B0?_6l_7$k=TOG*NQTrk8y(u zMYcZPIq?CX=Jwpq&{LF^)EPoqxp{{=&wsm4OoOca9?T12pXl%IP}{EW1vBuwrBjC! zh@`CSG@`a$X4C56Pbrj-6(+IgwAqcy%DUkzJRmEBCJ<7svhu_*O9_%NekvjIXC*Cz z+IF2dXo8QG>let!V4JCFP+2MHy?h>I3%$ zFvv>I5;9&wR`zzBji8R{$MH$!-q8dkZB{tbTcYmTAF}d2j!h z9Gt=3c6IciT9AJAX*66VPL^ai|F%o7dJAs5v6hLCT@^`&^Y`&fP#!WqH~F{_)@1HV!Vp}OmZ4-$*bzW-*B2(S=d_9bZfWO6 zN7_Iir*$HvTJ_QH^L1@#o4+|B^7k<$jq0P(_V@Vnlnt%;7;Lkazo|Z^eO1S!~p>Au*4 z19jpwppTi02}QO(uIv9-7y8)B&n`)nl})p_eGE+Tz_xAPxo8?(B?Td5IDa4e&<{Pl zm6q5A)}(6$VF<2?mmjXl`XBbqAZ^!QPf8VuWX=-mW6w_1%XTH1UGdpXeLnL-*jMZp zMXHa=m3P&lYLk8th@?Jl^rQONa`>_bK^WKPq4tllJFJwUkLMZ?Qmy*f zre&rI9QjN&LgeqGcL~+UlZs8o0pn#eJ_g$?ZW7hUs|VZ6gg#!>A`BV(xVr6dTj=9$ zeZu1QG2k-wA&}3d2Jz6x&z;D434Jt*Sd4xAFmG*J=%a@@0ZH3O&h$KTr*(lop0Xm; zn)}%PV{7c=^X$NF(8u`xgeO%WZ!|W*KDORGzdp1;--#dvTX2tRfyuo6__Ce#a6*x- zk2|&>Plv4NcfOV_%1TU_P*!G#S>wy^nh)-e28d~QUI_a{pJ+j4WnuV9d{X&_z63(Y zfcSq$0>l)da$jF)Kk+PaT1*WKJb4ZdNR=`d|&_K3(1# zveI!T880C#W`mX?=xo_0SIEkmPy&)RE1c<-zI@movZ5SGs5NKh>5w*<6_4>N3m_{G zml2*+S$Uh&9<%bX{~>(j(fl<8DVP3HPUVF}n zvJyRqyX{KeK)tAZXL>Juu&m!SGMsf@*> zhS*2>=!|vHg0sd1DcFLHS=a)T`>PH?AFI0&ifnys^K$$-=;N$C-+Onb615iM$Z@6}#}y3iNq?Ht!2mZPj!Fk<>?1Z)*Q|t|)#0kYwAE@?S$;V)ut?;J$cvH9c zEa;<2EMdsnM<3;7&_{>OgvIUSmn;65wO$YB$U`5SCzJ6K`go^g6@oftbjBZG_1{H6 z()N)vyg(y#JU*r)od z4OCbTwRFJWO+0^xMUhmN2A`;%S5DH9d9Xrto=QNmXQe!cO3S@qmqIuT2ESsVYSk9A z7cOOx;T0cQNdCBN8A-*(EW!07Kz{$=g|Ou^ds21j-Mp+lV%*qReFI=}!EGj7o1!v6n&{l=JVQ5x2n z1(d2WD}Hps#^i>LH16?_`RaAi7^P1ZET&*&>>@ETC9PWGw~uwLSQyzVV?3aj3H;&t zt2;XV2I7vXUXEp9BRm@cjOe3L~$A+^|wJPSb)E4+VkJ|1mB!4mG z9jRhE6fI7Mv#7$G7s8fHT1}mbdWOmSpqQ3ZSr8eExm-12HxyGTkOkuw)9ZQ|cCNqS zod&RjRt#kUBowo2#5yFU{<^&Zia9ERMUu9doC)@@3>yQ*{IraPt+|+aS36)a^OvZW zK{2PUVF9Hors_*$ET-1IKV6^*|Oq^LhzSF_m`D#@LyC*boKhdfGnLc>ZE`w?B>$CEb1our9V)EQsK`6fePbd6atr zA6PnC>z1L&<@Qp+V!kz`-uuXJ^<*Lxvu}HT3j6Y%vxX{WV!79O$lOa~7DZAqb5~Gz zul>rm>j5gUn*YEYRxwEUx3!s><{a64A z#k@Kw4oOQs>$iqt-k8ZENn1?L1npO^&W2*Tg|o0V7xRcoM=YkDMGq|~=A}g}pj5?d zpK6N5+-H@V4`r}k#bOGUVee8bLwEJ`RZz_P>sc7tis@#e^c?!|?OG3OQDyc=30B4+ zhuW9z$_xqsO3DL%3j37bH;$@I`m~r8kcO2nSQJT>8TXvpmpx7PR0GuIcM?$SS(%Td zDl;?LXChQ)>=zcQR+Wj2c=)?(L1i9W zvzUUF85f0>iPSPph00tSz{1E@nV}7G8^OLT(Ja_jRGCNrUm4Dw?Ctr~S24>+oW?s@ z7i-pd{(YH)NlV<9`8A#$59{)2C<`LEF4@$&+|2R9pOwx3nJ`l1vTBuJF^`<1iut3{ z4!n~skx%5MurJ?k)2L#Gwf}eqGB>sniz2C*@_N+1Y?O7e7oc7>mw;l=YK0C}%wu)> z6+ab9?D&~u@KlxD1KtmRi#E$*Jn-eRkVp^+N6$0e9DKCUASLY!m_dWUS04V0} z9xRBA#TXT|sKE_5sF@qgh013ss^kOp>bHUiK5GZDh3yUOe zF*y@lv)p?r6tm?R7PjVMW|W&?G0Qtg8$dC?d9i>}71P4Z9Ex1H~uV0T#gQfa!#<<)AzVzw@(in%V;%>XEY<@^-( zUBi#xnG69n%|% zIdv2ZBU>@sFWqAaeJHmMSR|@UZj4}M5}r_%3A+1!08kAHS{2pVfGNbN6nj>FX4Hk~q+FH(m9h0^p=wo`>TQ45LuK-(u#o(f zi4LJEv#I42KY%y|@dDuz*rkX49GOSQ*VC!>>@8PpK@XU}Yj>urj@$ZT|_CN!Y`}$X1!Kd98QBzHFGo z261K1{eNXRcd~2VW#C`>_bKT|;9U0~${NqVFUv8d-jnqkGCmj9<+eKuBDgM5)VhpU z+PoB6ck=VYO`>8ZtQRb1=~SwiPim|8DyZiixCssD(~MN%<` zZKR4hbz7klpw2dwfMU<;#20E`)=)KOJQOpi84FdbVn#Z-wuBQPL5qdtFJ?;(s+cR! zH{J=5dhK{2Y`N1JR587W7M*}%Ms;FAWGrTR<>etz%-3ct7`K=`XHXw*+wb&kITZ7I zFBU*TF)s{G#bSORbO1lal4{2yNn1?L1jl>%J%M6sIgxGx_8cQDw5@ zc#7G5KJ`OhQ}xXg;aqR4&Kl2O%(Tp?K7&-0m6RIs#eDzE`hdvgN4#J$^Bk%7Wb-;X;J5738rbks*q84XZ>pFt?>Sw7%uUl^ zQ6v@9X%%%R+aRC_f0bxeD+ws}tj<_aQCYF>Z;nA3Zuqm9f@Sy=k7XGBVZ0OUF#|(c7}<)MwI!@26m#Kt zvpi8{GB)uP)7fJO?lA*w9NxjXKGKghp1+u$#w`$1T~f9k)(36!XMV7DUEk&X4Q)0E+n|ng!z)Gkr!3 zc1~+}i+fPaDRC@-gkm->O+!+w_t2S8%ytPZlC;I-Ot2u}qaPG=_6`=d=3Z#q?e@3V#LT zjk?AoaWNAFD-&En-N}CMX5a#?GH=CCVW0B3+Eitl?$R9wX?Uy0qDZPtK`W{V_}y=zHT#^rMHYp6_UR~D*Pm09WV#|tWBX30YGSEln~sxlKER4W3co((UA zE%)dyCD*5V*<+|o>j5l?jFlOGczX_1rh_vJ#;r_Zc`UYJao+weP#M*cEP#Z{Oh3FA zNqx`n+X|I&ac7aFtqf;^nGaVbLS@GKvamH*=1qRJ#E^6bkDZV$mN z)e5=w_-FZBCTl$ZzU=U_E(rPaw8L&#mq}+>5W#h^NyK&WuU>KlT4z=mSs`+XN)jxl zoeQ-uYp}t#5m34n^HbQD@1EmPsPuDQm$^{P#`jnhNyWSwMHO>rV1`&i{H?|38iwWyxAmmJl7JW62(( zMP(}@OOYZ{h@!=sQfMO*DQig~lE@OJP}y26N!Fr}J+zSMdp_?UzFyCnc~3L_0rR+B z*LAMBpX;sn%)9bCL(FSkeB~fwT*(=sliNFmA?C=tA@U&R(^?V{DW>t~9VsB@3b~Dc z_YzyoelEMwIZN}Fw?NFHEl7YzOgry*EbZ(#N(IC`qex0Z#bgceo%X|zAm;tfBwN3j zVLSCuOe@FBHXx>p1_=rh^X(2j6f@4S>I=v)?O)QADnr|YD1-g+X6-@Dyg?)*PRy6z zQxAcdht!oDUH;z_Y`Y>k#C+ey5M|JA(%B03y8plAdTud&BbsAmuDfCrSeF%}NJQ$o zXh!0?Y&ty#|IRUc!iQ#(xxD;uE>b?pT5V^Dnb28lT<#R6ZudeW67xy1|| z&N$Z(S~c+>*hOmVI3sj&uN)X+p4>$qB1yJ>F)hCtpqMklYgU4o zJ&uu}ATg&{8K9UmFU(2;83Ip}rc@cOF=V*0YyVde^W6oK5htd5tD<}0!}bizZW3iK zM@v;k%b%f4Kyyncs2t7XuFx%C;>}PdL%EGD(D3yUsqiVYK8c~sI0M}QkXrnbCq+l~ zU>8G~w3yG=K$){2NUA}~^qU`I3_y5SkR-P<%~To6L|bUhfJjg+XM|2}Ec0A8>%LkL zDB~$-_4hx&NM(%E(|dt3t6P#7TN(eAd(nm+{VNhd8U1!7z@v;^=d)Of>79(G0bD7LA(v+%< zM>L*4PPWfE0?KqBLo(u&=@hVH8=T92I(leGl<_~paV}Hd6^}=%S+gJFw~Lp#lk2(9 zW%Df=H}XTP>h6rcEOIc6RQSaF@rog4uh&Zlf|!>N@TBOdGFLMedg1-Hl^~{X3`sRe z%%|1H_)>t-lO)M4=78}GF}r2Y9t2`KC2>aR4#YhDngj)j`Rt<+in(D+!UK@u?kCceDns8`l;OjdW+OpN*GiHR zCuaGr17|?Y+kf5~N|dQR$|0uQybCDiN}r@K*z21W%Kl!@E#`Xt8vGW^%6mQ@ur8&_ zBqDWPejLShd0{;TzkhP%L=RKRT)rHWD(0yP3^BDsJn;M03Fo*g^!Cl0!4Pv!AFVgQ z+@n-d;S=+c2SdzzS2`Ys)P_u+6dlzJGlrP)Ia%XC%;+4FYLJ-8nw}=G0X97(Np3NX zUo!sfZ(QPzM2I|k#u=fL>)4DT=F@Xq4}+LfUXzGOG3O5)^&Z5W{E5WaVj8(JzTezs zgT-Qm+55Oer1QW7dAYk;%zx5&X6v!$HI-@B!LF)bA*pqS4( zT|Wn6UT#5xg2e26!34!TJ!Riykl~RsX-bvh#W9pYcewfu5VM&Y$%qqk&^d!maH5LT z3AU3cbLWIqWloqglzHP;J_#yq4Y(_G%l~f8Q08al6*-_`=6F)!Q^wYoq0BznUVe}= zox+o%ql(sMD3kkgnJg%CaVAMMNSTwj68ZxWVRK26TN#sVhB5<#DpMe0vyd}FC-=0B zF*%2q&+sn{y`4xzq%ww^CmsQ1rn`|CTN%5GD6}E+u+ef*X4`ra;88}==Q5U3Ml7EU z$~bQ#C85f&2BEGS||oAfpb~&Va5w3%9Q`74C{G}2QJ}wE_2-1wG-_1 zgL>q8?sM6(S)=h>_Uci18m!BZ@gyR3U5Xj&Vz+7ccCc>nk&4xlxx}85DyH^shM1B6 z%yqo}qVl!MS;aqm?C5ea> zQ{CL^Ac%SJJ&Cc!Y~g+co%87)UkYNr{zd{kVirxlf~60Reg1%$oqmy$P%&8p)Uffv z=VWslSN^?Q>KF4{o*9a1yDjP&h-uP-1O@7Z1C?Exue*Ynqq0b z-MmpC=HpK!z$516&R4OtA)_U}BhR&xl!S`O8sMOQed^$h8CplO^^19KfH{hpRXpAn z#7t>w{rC10BxXlNQxwx;-~JIGL!-8&DOCoUM3kX%^y9%G<~dc85hv!$sKQ+!rg_}l zXo)g~XF0?i`!WK>yj^e%f7bBqIdVO>n7%<~DCRhygrBf3LDxw{>bjghi|cZ??$Rz0 zb7tYi7|C27|2G#Y-(qoPiuq@stvpor7jswW?fWXz57))T!MZ&#mr+J4d}1o!V2HUq zYyke`T+?!%6dhHh0t1yBmQR0!n5(KuszG9&GEN%{Vov`$6tE-(UAmr z#9a9HI+ij!ES(Bx%!lfvBvee+02e(NzZk^4u0^u-i)j-u4aK~5I`27%*>x}p3KH{4 zr5TF3%&_?%km1Ql(v&L08HNmMTR-9V{;CW}Mx2@rsvr<4xr2pds5+3=14q48O5iDBOn#Nj3-4$rTQxb?VG8W zV+G25cO$6=DdXC+eH19OaXm@?1%f_lm)4P?Ox@cSW)PXNi8DeccPO5rOpf&dM^MIR zD~X6yW}?1%9w^gz7m2Zz393ASHau@J^*o%*TI?eM9%bClW?@Nfg|;pzqZ>s^LX}|+ zaOu;Ze?XZZ$4It*Ws=IKqcVqflpX+OnkJH z=Hh~Oa4y@LMl#}*xoDs14d=1|ql65JGT9e6&Sfig88YmB;9muMU2!V8p8H(Z-`^b1 zWiRr(y@7R^HJe1Fu1oj@To-Sd>R)Kx$H4oNxol6CDyI80hL|P+@BTo=ppv^nZ(rLy z#=7|L+!_YV+1HW^pP1=23^C(B*SJCIP~)J#(_*IRsP=zjh zj4h_is#EBkx!c&EAZEpI65tUtcH=E9g>LJx0K{A~hLnVg$r@mX&Id<BSAr8-dZ~q#k_3yd=kizJA*W(%Fs0#Wze?ynhs(b&LtUfV)klx zy%mU=k~^qWqD=Z_4l!?kW<1+!S~J!Q_PX&Cay_@0rCoe<;ax0tYH7)^E#VAOmPzLF{=d0M`6TQ4g(0TRgl!k0;#0?6p||ga0EU>)>?TbB<`SCL z{2dFEIeGv~`NR;jye_;gq`I}?NzqX$J!6QuqOkL65HnYmq#7hy2(Kf=IhwoDn)X@7)YB8y75^0%9unBN35eZfo@D28g+T2#K-9?C_KE6oq|@ zZ}``eOkEP-5i?*)Hj3%pbgc)7scu9{Ld9eauzUXPejw%qGm@=e%(SCcD5lW>xe*}d z;OQhNNX#B)7AWQz3-^4G;qx5Qlqy3$Lx!Atdv<`B*>)r&PRw9)vku_HfT0WOB+6u7 zk*du2LWVLki`G1V%0)fy3f=NP`x(lpF6e_lfPUA6RQQzXUdmABfZMXWpp3?3o)jI` zt9uM(R{5mXfHHbBNUA}~tlsLB13>h%CP{8(4ozYxGe2AlAL_WffHOiTH^ZNyOkMfS z0iaC$QW6oV%meR}OF)?;D@ly4%!4(IrzpnVw;u@SGN&~pz@tpOS{^D>J6UxsDD%gQ zl!Pk78er;+j%`7i;r=9BzcL$}S)(#zqq}5-GQm4YP>?cKEoY!I1sivt1!dGDNK>jZ zfmiVS(WHytTTrGnl4QgwGw9IE&TuaCYVRVS^1tU~lhQcOWwP;%Zx@@|ddI^JW2sKA z=RTJ;RyDv+vig6PM!>qX=|dt?*Tpdn*QJeF4_UA-@z?G4lDQndDpkzf4-7HqX=&bp zO1ma^I4kt_l|R4`bN$9c?}53Ytw@DWOrtu6n3l5oUm=y)ktan*<--)yWkr*45OZe_ zl4_8cZ}zN9f(>v$izKh#W|r(h zZxHjnA&IfY45?u}MNyr$`7MYUHIW2(#60%y9*TLmQFS8_^XXJl5-KKZfTbrkT?R3K z%^}(P#k}NTgJO=zP22=xsxBl!L1J2#%tSHg&YbfRWO(32no?yjx{5M<7~kIt#Qfq$ zGUCMStM%v+h`BsNrl&-iW7j#vT(!m=|NULNx~nDJFc!JwdTue>7zE)b*-;j6)L~sl z6p)D2buqt=>+-qhVK=ZYeRRLRlDX9UHy0_NWc#b=>%qtB@hc~%K;_f~?h3tqySp;P z42mes1?E;xB^5p~ZIwsjfVvdg;wzoytaws%RIU#gXUvdJFH}Ly4)aK=L1Jpe-^Jg? z-ReM+++r$uFwU4~iu0pk7d3b0jL^wlV2Wv!8IIp#Y34y9BE`INCCLlKJnTtgY%zDN zWjsaEBqHz+h&g)`3Gj&d^;|xRnNYaxEr^*LNJ>J*WDW3_@1{o}X3Je9Tfdn0H|C+3 zy2&G3ftaiJk)R+kl~XKH%;YImdLTpPVbYW;Lj^;IEph8zK}^LHBqL7Dq&0qXzz5H= zU_*&A1zA#+vH8h3mtDHJ7@r-x^qspxw|wOahBEEn*;auvyMB=hpE4oLzc7rQ>TCe1 zq{iF-PK%kMqxyW6q0FFyz3oAngcc;#AZ3jHT$>0$bWiAR7Rug z0{j&o%bBDpRhg4nc>egc@`(~CQ#Y4n#3{4L_n{)3%Mvukm`Ie_e}m&(c5@a(hCDy5 zrLfme^&{7FpUdV9T7u`YzJ3}jKwtS`BqDWPbZ+3f7);5>fBWk<_NS#}E{V6KikZd~ zbAid-kKpd6N!%5B`%ZRYtc(20<#E8=+G(W1WRCuYL8TGnTvqPC81)n z256ISh5z=qU=PXGFXp%{_9*6@&GS!znAZ=Ipdc}==UAhdUw!>mK!#DVq$yPfyIUy3 z28UgVAg0_Yk`X874ci~XLCiS2hxQU>cHH3*^T!n%{3P2lC;A2Kb-!igdTud&9^6DR zD{4$Tz`6vlArYzTqJ9V0Ww=V!4zTX@h(*qlxddcO6;n}$@k#bm%l_@4($tW`+`I;!G}3^C1OPyPZi$6At9gT(Bm+4&-D zfDl`fSaO?{jK3z{+n1Dtipd(_?bzL}@JTi`h-B**^S~Pi z6jRgWNDhekekTbE60=6r2F2{VH*+({P`H;grOKd`jWQJcd}s|~UWy_aabg~EnKl!A zSRjui~wIM-4%Cz`qi^^EU&Ug&U z=qw^lsmk2UMP))%^*4etMaxJ=oHCO>AGC*aS-&u2KZ!D%@;J_AQ;isZll^S!`xy56 zx+roz_qnWMbQYe=lubYHg>^BFBN3_V(ku_x<#3A&tH8Q6Z|(h(xuo8cDrU2e3^Dag z^?yL6S0HzV-oDi{8Rs%fy$bw6TfGoc;S=*?Cx)0~l#i8xnEk?eQgl>aSbxXQ|n5&aWM5LG| zcfHPmn2l0Mj4fvL?+kQqR9$*1h*@-v1bD=pb^aBW+V+|e2x4}*MM^@&WDPL+mW>XG zx%VE))-UFhBTgvhn&}(NLCkf9Bq&JCFZuIP%wx5!yMqjV#iS`!hPC%lhN>B@dV-h> z-;#_tG1YghHUlwTB8p-q%KW&`A?D|2N%%=t`Al>&?De0~;SrTPF z7I28Em%9zc?9x$YIP7)#!Q^^wF&$3Wp_q$DPHq8W9vVd=QrD%h0M|uMGu#WrbRAH4 zQ!7F5RSa98N<%Mx?M_XkP9+?z3^B1+7Ek3?RBRID*iijImU zW|Qe@wjkymQ<7?sn5(kO@rS_mrjw*VF;$}9;`{y%&E|~I$+5(2H)wthh`D|~iHH=l z_~?i@5L06@iLu3ORL6Mk?BO}P0ub}IGYRmBscl|{Vh+2Zkp*J*^dKdnVzLJ4w#4lY zh*{-Hvh|C(aKQ=`GqPl&H;DOc6A20uGjqK?imBW^^%TgE8bq2>WhiCHu&4dQSU6)2 z3MCnFVm@zlz6toC@!YORqD;0wq7yMmxfy!j*Hcp2~3kA*yog7P< z!kE%*P-d$liHKAt%5zR6C}Y);#MsIV^{BJh)6Lb+>%Fum?nB8#ujs_4CA@88ar8h zEVH54)T5f9>i>F zLxO_DERkP~Vp^SAeFkJ$Wlx$?WtjL3Wf-0_XgG-J##C%p{x*x>6adCOm)c-xf zmj8l7%o|G43^Ciz`UZQw*L89|x0pH|!|;=AT20+dSeM4xBqDWPj=jKj*}N*~Em*g| z-Qbpzx%~NWERpXn4HX$R?h3tqSz?xG=CuaqoO+RpC^3`#?`1*iOh29!9TiK= zPy2mVfSB`#l2n7l?3tWo4jaHzmm~#>so#71P>B39mNP;p#}aeufXmH6%o`I)M5LG# zUI!P0n4_kV7+cIpZ^m~auOa~>%P6_Yi*ql^EDKjPL z>N`lew&h9DQL&WKcj{;Z%IxnzQVmk(+4b_H07Un0Bq>mt?@K0^K;&po&Ip|xOPNC{ zjr2ho=e{H&Qkh5`TbXDX#|vt>sRL1tF@?1$+flGpv;eHBq&H3hh0vnjM^IciJ(l_9MY7k z%=wpi{%AQk1AiYQWC6*DQ>I8g{VJTxM%YAYN|d?zisM{n{B}B?%XG?a;rk#HmyqkZ z&t)Zb-gqu6J-BKWtji=f5|O$tJ6_?sWZlom2J0-l)aXd&l2j^OOs%Qy-$Ny%7k7o; zzAQ1#YoC7r=B%_yMUXTH1#GKdHLkF;%FrFj@ ziuv)^rM(a-pTZfTlVge5t{|We#4MOaA|l0HI7`j~#7ws(F}9fZy$jH}y-&(*K};1# z65tUtXi629PDEsF12LyNlaf#|Sp!Tfn(zU{+`NWl>lgF6p(l#zm^9f0#B|t5f`Y`{ zK7ToinNhiM5XfK@NSab*a4ba`yt_6EgL7HSP?8ZRX6G4WUV)f5KlU0gQ6}XLhnS)6 zYf;Q~FO7p>uV+=0>$%1J^)L#>>~mEf-^FrLw)fvbNL`oJZ*W~gV=lA@>#W`Erby

f9)y45DD@>3QDS=LeRvD_o(tqj(NVF)e5Z74GlqACZ2e+t zM|+`|3x|vj12LWMlAs_lM~`qpF*gL?!{5eLC?rj(GIV{5GT7d8js`KUibzJBm^xFf z@Lcx7Bhy}@%=>r3m5EUpjQ{GU?af`GTb`wia(Zk}py7u(#Yr~q(+ADr0A$v z%KQ#_o&?G?+DlRmQf8c&Hy+G)MUtdIW$r8Xz+WZqdWpZ2v-l7=mt~farc`C}-=Q-1wyLfH zWlTPhj5uYk9yu2d=d$jrmMxYjbNW5Uxy-u65zl4DT{NrV|ERxx$o1UkvXD+I@m$tv z&Q>p2m(yEGMC!WCdyng4aQ0>!I8hyS>%Cqwmunw|i<$5u4o)jGwOU%X|IyXVgUpq;vL1N~w>uCoYAUlF21&aA$pSv$a zI!AIw=;T;pD&$5-gP7(=NkpWWyUs@yftZ1(NQ^D!cG(x`T*BoV3WGX68Ji?#Dx{1%J-@X(!-xg7W+T+E*LTq;4# z#(LZpdi%1(v~tp{1u@emkcucV`@%CB8YE`jWW@=9 zoq-)m3Ka9;KlaWLab3(Ap_5~Y*;+n57Q|e;f<#1$IqtwI1rYP*8WLlRdD*8JowHJj z?FnKQZX^L7F)gpk;I@`ep8FNVtOy__p<=QIXt^wD3W(_*O0xBf*=W8midp$QCKkjr z*hhkb#O$5tj$+Eo1zZCe{*56`sWOcGf=f7NR3kkQ^JF~9h!fNK*QgiZ!`a?-$0W+s zd=;)t^9dVAL*>!{?h4)VEM;0c-^>POS`8-^QOY#!IuL)*r{@@+6de^ynLidiZ-Fwq zjY+CO%E+FJoee-tH6=-b%KR>>#^2bSZ^0R%lVd5f;^?JBP{wmMiHKAtxsSie&3o zX4j5QsLY^T)ybet;RX^Eq|Dx!RjABCZ&?>mCVUHNN>!%fD=uO1yY*c_nSyO3BTkuX z@4JnLb6J~9CUFvF!oP8x%gzQdeud{|+5X#b!%WX4*K?oCW_jr1xy)hf-ixp<7P%xM zbzQW-;kv{t{B#HFyi(?+N#>GYAzaJ{hI=kS<;QjI3cY<roDn)XmY6FaM7IGk^^TH=NHK?8(LynEPLmj0%m6vY)2+YezAFbY+a!|! zkC<^4a=5LZ8+MQfG5yj>NvN2t0VWPS5(;8Yx=ph6i@CUb3yPU~>hKK^Q~f>(3KFyZ z%ylSc%*bj#I7=;gN}5t-m|cxa=y>AmSP-*+DanWvGyJtDo-q&avwJ5|#=C|?%(!7g zP)swKFZl1=`(w%V++xm)Vf;33jGQd~Hg5VU5|O$tGBvm^M_0JHfOUQ6_xUK9i~oOf z5&AsF3!~NeZc^PP+!cEJvcwF~7=nLawqHRiqQuM&jl`D}Y+TKgqN8Go+55G}1Q7GC z7fCfpOh=yzC&2FM7LpVwrhBV+d^KswHqHp0981hWr9VPJ%$K`KM5LJO+77@^<;4d` zj4kGbP4DqjdA~^sVIb!17!u$S^U~}lxUFkXKNtXFUOh=lLd9eaaMk*fb0DVLd6KPP z%wTnY6mv>q*T*2HQYr}w64PmnCyJ>)EWZlGl+PqhsWP->$Y3_&p)82$o=r01#N2zN z^JP%xphj4uEB||ft)y1CGVUi;@p+6*eYq=i%d?buQ?t+=4pYsCl8Pv09{j$v6H+U5 zc~W##EM*K7bSpra5k@4{AZ5OH$iy#8YD^?afy$WLTD<|P%BOHf=;T<+T>j*A3Y5{B zMIs`V$+fd}gHN*UY)Oo*%m#VJ)2(r z1I#a29|y|(awFOLmAPgfz)+^Fb}%U8u#N-;Df6wp7b+7Pw*=o^TuR0NQWIAsjx2G4>|vX-T}3KC^1esi45ZdYx^b6L1wMK0|1?9b$S?sJ)f+;03N zD_7Rq74*GQO(Ig)rR+DZi`M&H_=`e0vb7x~b4jfeE~ff)i)3)uu{n2z-o7j`5B$3| z6PPP*Ln@-glu5cE3#s`kJSjRVmY8W8_su}elU+!vL1IP*sCvT&_@+UU0>x~% zGt(7829tTDDOHBGb-08DKSMu&m`V;LBTmduB^mf;fwOr-v?R)uZEU2~U7?$T9Nng& zed18eeb=+_4Z4+2$o1S}=H#6~F{{&MoMBxSmy(Fobt#h>2fxv%@^&YFW3R<0hXIng zMEEok{7KgM^n7O!)2ouZLf3^QX1<)V3NW|0mQ+NEsh$uu7E+TMJN}&(Get+m67!{3 z^H318N`a&rB<5Eci_Uv;U z5c5PY5@U<0-SiuZx$JA#1Q2sbe-hvk^Kh^N-tK0$!>56m$A*xSP%&8pe0A@-7Kqt@ zG|AR4W}nkRDCV%c&CYv)6Qz z5hrGs;8*$JgPvu9u|%1wO~RG2FWsjP70r3v6}shF$}B33xC=DoEg}^r4fJ=*Snn=2 zFKhY!~z<64pwsEqE)(V7tP{_nBV|Nk%d zH$o@JQs$<@l6X)i#*aiqDl^6*@ERzS6ii}lWup8mP?;aEzvHj)4BJftJj(c2wm@Yr zPVJip%5*+JNnbMwx zU0|<#B4XN zeIjgt3*{vF7d!et1=ic%$0qNPjZw@rpWopiX7vb?5hvz9 z!(zXIm}d^DE|n;AH-JOTjCLLsfZG@$l7EA zq;Bf-r0A$vVz${crX`5^ZX8K9NX*fF``|aFH71j!KrsW92I1diwPtWe=;T;pwm;!> z4a9V`CJ~Wh-oLbb7>Idb0g182%nf3^51>nJCvOnbXekNsi0N^?HHz7-zrj)vGifC$ z2^Ety!00)hqd-jM^(0%rnB(=gqnOuACu)M2#l9pcNX*$tQr9Jeu`Y6_Tb=~#zBS!+NHUif+l7ni zYW%AkRMxlQuF%_;CFYY0a+M&aiVCTS5>sVs7kqKNhZ;|cj*2CwcUwyr5OcEzNi|5! z$MzPDU<0UYk)%K|M`r$the)|LXM|3UCFW751BXD&;W{KDQcS-)d3QlfH+>Rgi>bMd z@jier-9C&0F*PQT0FRgpb||8lK1rX8LChZJq$E^K)&Mp9Tf4)#%-xD)>lbtXp%4^P z{!-)x5Oe4}5)>rnl>S>#%+#3nRv@OVBWX&N;YCvvbK&Yog&?MpGs%b((21c}$2feRyFzbYmYBxH13f@Y|0|>-N=#*Yi@A`p%;ZVY zQL)5a-qT_-h?$U0QVkN*)YCc@Ho(9KBq>nLX=w?D5Q%uq8KIM7iD|sF{0@kz_mV_J zirIJlN+l4pV;PCD#hmHKcptzOzeB@7%$m<6z$2zvwGxUM^zn2ai0N8MNHG4GM^p>+5!zntw=?b zG98b2J%LpIJf0LC6-${h{q%-{GRqxFszJ(l1{CAFi^ne~NrB2V85Ow=lv(4(8KIM7 zDKqS0vOg#jyN*OeD$^~(J`t2T??Ym2Wyal*MH`-Luh;|1>Mkg_CUk%B-&oMP+WN-NSR4*&z}Xq|CQA{;150g&)j7nebTB zl&Vaa0xC10Fbkhy*cneU;*<$&9v=ngvbgnKawN)}{7)IyC)rvZZ#nM}qM~TA-M1RHxy$i}%`)j5skL6l!$@G1obK`zTQ+ zGJ-=)yEY6l|9b~%CfqQJE6DZSVkR}&jACl}{tSY3nYe~Tq^?V3OI(+Er(K=Ex|-&F ze@fYfHqijImUrq=K_ z_`7A-`;t_H#I!z;qy!t_%3zWdD5l?w^cfJz9LX7>lVgeb=Bp*XBhSr{L_~@?HFniY z6muepvBjJ|p7A~a(`)8_Ag0VT65tWDR7(}b)c&M!3(lAwtw>3zn5+R7CM0YIF|XT^ zZ2e+Ro)?BHG4GX8(Y#sUo~yGTWpGCKQO=tFAv zKAsdE6-$||A*YVPx$O60l4_7L8#3oy1t5HmlcYdpR6Z`j*Ll84;Ed48v6Q)GQ=tLp zva{z&M5Hp$gC@p+GXAL~##Tnpf}xB;Wc*Z6W?3c)@F??f4nvt;CtB z101l#?+7R}x`1TsS7zjnJ*dpUxgI&7Own@^6r@b<(?C>aN}oGwpv#&;0~$@CNrfa8g*1`UfFx8RX_5*h8qGJRiRqvwaroyZQLJ>(BT1nyv5tzyChZd7+<| zzq_CLbcIEF|7c%Qi-##ZS#o~t|7bdzit38>XZy^XXQ9}rj*48T`k%Y@8Dy=bsG!(z zo}24zSHF3y^xw_s`EP8}iWRRFzJ&c7+fA{HqJoE?>vZQiK7QW+0m56vngihZ3;Bh; z{{b5B(HO6AGxZ-pOR<}xlE-YHX|A)K=lQ$){)hPA{|pF2$8 z|IJ^yj!t*Qu8NBO|63D-dGoxOX*9`+GXutX9fNbg7&n!V!Cs4$&&IeG@l_Qu1OClp zZNq+*3Q6t^Lr+mhvDpIG*sui69&H; z{BK5b`_3FtxaQA*`Y85NRAtR*&U|lY_eHMWzO&t#!!4&Vbr>vDLNn8$aI~}n8KCHZ z`@7Hchn2qHVk^qcetawg5PBZGWlC_nFi7tMdCo@eM13s{f$UFTly|8Mxt#Y-I( zN)njix{BJ0P5piR|Nr!zKHpDt*#F~Pve-BTIPn(2$;19}-oEfmQ&8W|aQZ76DYkQU zbDQryf3~Z?`*i1d^QU=x{r}nQGsoHA%UgJISDJe#4*CZjef%H(+RaEx%b9eXl{ohsR?B+9n zj{koLfis=sEgF^T|0A6%a{Qs7KC|C{9pRMFvaK1;Bgabk-GT#NR+YIEAehRa?Nqc`-AZ-=aZsT|A?VPkNMq#n%u9A#7oY7A+baS_c;A&iRWi z8gnf)hBd({%sl$+G*}EMWk&N`#6K#=g=p|deHd7jKW7la7UpQtQ}=--SXjCSh%K6M zEsg{h;uId1f0P4@HUZ3Nev1w!=MWM5X;>q$xUq^s2wRLsi{6zH`Cu_lAxLb|lxs1i zUl~qeK}zs%u!wBMjOMqfKKC3EA9IeVf<+5$1|e+Wf)*+pjVFVJ)7DV2MKi92PRt{m zf`0$CJ-}knL1r|+h2z9ycv9Xeeewt_M&>XGVGCch=z08aAy{0yv{r1P%(Xb4MP1#~ z7klpn3-x=mD^2kamUEwXufd}CF9soO5rh^C?rLuUi-AGOVvFWni%XA#AY;Edq`^<8H9~jv}!|ORj}{yRSHfI%+nvz(OyZ z8O?8@e_0KWMXJZi&TuST3mAm3#Wu8P^VY)-jzz@i`(le$T#JoPd1%q9!Sm~2kvNAL z&2M35pnw)(&6>M`MT_MOLfB$2T6inP4+o2=thZu|)?ACQmed(#FzWGNusB)3jOMo( z=oEqr(L`>=L9jS_g+T~gq@l%(ZaSaALT_oc*g}|Z)O4bV&fyK)K4I@PF2)E%{B>z5xQ>fe$j<37>4`)X6Tg)|E zfryz;OY4HgtqBZ5*diY-8gxI~1T3zPQ4?FVXP;^z#?)cgAlg3h!%}9%1(mCoUz@-7HV9J{eLTP3cv4fSPT~aQ<%~G7X5~XB0^i+ z_#IfJcrXZIixRYG{b9puu(&p%uh^m;*W&4rOE`tQO=DJrg_|2Qn%|<#{tqJBxfk9C zi>I>~gs{aOv>5FAHv=rbe;X#YXwS7+IAa%1p)#x260oqTZ~5P7ehWwI7Ptekj90{0 zNqJ2fgs{b9vTTqXXAsbW{~uyqfto04%PqVn*{@_}Ohji?X7Z(Qqs# zM=%Isi&to|B`$X_SlqXA6I*oTT5KqPj23M(Z$yBF!B}QAzlDp5Dq8$bl+8i9np}&5jCVMNu<2E~U=i|+8O?7or+E@0ehunb1Qr$F8HBJ!eY6;{ zYoIk){59Juw&=vQNS#5w4f7~$=1i~{X2Xo;x45nI2`zNwwEBa^TL%UqY|#iUrcYUX z7c7+34~s22b1ibUF5?v5bST&e7B>u;(fk%y)JzZ&<-IiyEc%UO5W*IX(ZcEP2mIST zc6pxIq6^oe(B>jeVOCp(B(UhVh8fLoalh?qM3jD$YXBBzF$_Z3LK!VmKgWH8V{yT% zSZvXiYw**Z)CbrPx zTJ-ImixwaItbYs^?XsBB{1$VoE+C@U&4k@xQU4Ny5Vp`j3+2HX&EQyQPi+_}dX=Qj zwfLfR5~q;x&8Z_;WO^~9`7N9`Q`_RRT^B`% z^suza-I>w+7M=}fqlLrg@p54C)sR65TNt9n;voz0wcdr?;bMy(TnqWJM{o+t59g%8 zu~>YG8O?9ef43X%Y1ccR><1Par3^yYq7Pae>U;hr91FX62eE}d*CO*f6_~XjyB2{( z`VM9^zeUHTm(ju~OTiW_ZXI9{!WR9}LT$p(USRR8m%G@)fNSA!;U^x8@}Up3!J^EJ z8O?9u)ouY=R4mU}4;E90GYDY|Q?xM9+>Y-@-N>IWwlL&cxV^rE7K>ulyMe`!B4#wd zg^8{lB5vs)`34pxHyDJlg*jRztf>DHj)kjtsMw+>*J9j3YEN6;)c6}%1TAAm^IP0% zwGS;C93Qk7EV@QA2w{t%Xt8YD=}};DzV#-tMK7*Je4G0?g_AoshJ!`3?#yU@3#a%T zM0j0~Jq{LU`Y;G#i{WT7S9{h1u$W(epV*=|*TOQLde7W`xlTM-TxiaW=C>$s`wT5~ zM$Xg+i<2D~gs_DzT6F9=sV`WJs+%pg=)<)b_w*`Gp}~_4_|Cs`6J|8OMP5B?yt;R+ zJ01ZRbyOLIu*GP!Q0cN;9V~WqDG*!qF%#lw_%2e1fIy7Av=ev1=5JK_6L?KU5{ z4aY*KBZCmOn1B{mJCE)Ji^iRvi09FdYoYjv`V=N-Q2^fksAx%(gi^L7ookiv6V+X?-)#@oTn&0Ap=~`R}C98M$ z;8;wpWDvp@)6rsC%+7aUVRW&H*ut1=ai`7=oWefCCiscir|ZmUev5v|0f<<=`>P39 z%)HMage^SLqPu?RTCkX`sV=rK;aWUTqV8t#9C$1Tj)iV7W;DOW-vQKyGI7wZ?_jZd z7=sYDn2i>#j&}P27ONKMi7iaI7AWi=SRCOkcEe3HdPAt5K3+cVmGYBl2_hCl!TX?28;u)1R=F=;%=xWL!ge?Nm z;?FNTA2=3PrZdGB=3EQy7pKr-dYhwo@4>b)%xHd#f_2-_qWJA|d=KREBnBaD5rh`E zc71IR7WZZ@5nJ$l6Ro2bwU25(_QyCl7Dfx1(fk&>g9lI+l?M3wA~1+S2wQ}p#XjG& z_$`vcU2DV^7TjYo_r)GO7HW?N$!&%Ks8ujNn>i zj^2b*P%moc2^O|$%xHd#${(Zfj4EwuH5rb@*lr9$*diJ&Cbft%2a9!Il%hqilB~HF zc8g!2#p}N&i@@SQgU0`j=C|0}_Xt{ioG^M7SU7fK5W*I*Xt91yq%l~W8r@Dj4;!w9 zo(1)tU^{Ks`CzehDl?kjBCzXOv`~*$cLa+=-V8$6Vk2724Aev6Co)OWH3+CWL4ANR*1INPdJ%bRoNJNY38T)R)85L+TL2NOKYq7wPIu>`A z?{)!;tG3K&ev7Sh>fm*;VM}{FqfR<72w{t4wD{Po6Tb7`vXhtCVl>yH&+cSg$jMpn zn}EgI-ppuzi$$0H5z#5;mlqt1hC>*Hu*EjC*t;Tb8yt(s`-{XDW4IQ9`>DSd!;*K@ z0gIL|nbG_fC%RC7yQ>CGj{%F+4-7)sVh3e$cZ@e!L|3d6Ta4veJSd@dAa*Ms-U5rJ zRm^C9ixRCKct)k$G{gI8GyXCNVT)a8u}>p86fBaq#fvS*aV_%9w&3YtuDqoYSWG&` zjOMqPoN0#^>Yho>;aH43$smL+cB94Y__W7h@o4rQv4uU?V%-YrB~Fvm>-E9nOBgen z-@-j|8d~(QdSL+;mtz=&u*F`qI2ATf3oLpj92Z+Sa4j~!O~7L@`1{R)VDUVI8O?8T zsI@CvSVrP6}Kw9AivBh|P1gj>XFk%xHd#m;<}f z!gNF3QE)8o>oW*pi&V6zis*^=9^@sz5?f5*T1(HeiU~zmSGn(I`;+QI0ysA8d z?}4OlWe~y^N6^CM=E*Ry7 z@DPI#w#Y(@r6~*XwO-=ho??qBT#MYJ@i+yI(;4gFjPgCgjOMo(6+H;Ai=a+v_^EwS z4ucT3$U%!p3#&9Z7Is;K#THY!77_kW&>}y&`BAWtD_}|gGn(I`{T%A^3&Zx|_^z67AcGLL zIE5BAKCkfm7k>iX#1<}Gi`W6w_x0xAIq?N7ri3%2`7I{bJ%wk~YeoA=I2N8!3_{o< zA1(aK9q<+F-lucL7Oq^2jjFrxSR@$LZwVIrs+rOJ77lLI-|nEr?XfqBGJ~#%6A=9`Po~Nic_Kx28h<`8IO=m{)TUc~8#)T-ke+KUx4De_A z*y21|bX5Fy5U%dRy<5eQ>0ArXZ`8-UUXNR+gT=gTW;DNr!AA=`7OK5k1cQa@Ee0WM zaS<)56io4eR_0FJDcXT#*A;p|W>^KQCDZ9!GVLv#q=W*)Z+`b!|4}xdK zCEXzqNsnmU__s4or|GfT#z0#3M3}^$(~4u%?SOKw{T{<(^%Q;*Qmr1+XnM8PVR)A1 z(FRV;dW#M`=P8Xj@2MxKwW{Ac0T`W?`50`oJv(yo^f)qJ!jl>cV)79*;7GUC zmj5Q=*Ec&wp}>iNqI%R=^8kpXm9v)EhY&LyrxG7+k(gAd<4u z$F~b+MJLz&K9CG=36t1!T4F_g7||eS*HXxe+CxIBRaW9`iyR;cx1JLse^ylLQOo_> zp^hFfUccvKu+7YSQNcXj)@D3p<JMsxKC13t9lDrxipa=1+yYojT5tPc4RkXCDxlzWXp>4(k3bJMBr4db>dUv z3(uoReT-J&AH9~vD;3}j|I(Wb=ihZbs8fLz(6gBv0c$dOAYllv$q!tUCtF{xfwcX& z5p`MA#{=?0eLOQk2d8q@Bm-}ueesqT!oFg&K2d!fUG6X&suu8*KqU3?w|rNePV1lz zK0xx6k7k@`5_?V?e5gL!Kg-$yebjA1NVV$Y$c)1y;mG%EPl)_|{H;nY_pH0Fmw|Dj z3m=1Rra7GI<6pT6LD0vQJqSa_KDL_D&>H&K$e6IWeJr{ekLRFcrhI+q>j${PB3#h37;>f^T0 zCD_MCo~6~$f`ByyDcFL19bCRWGyL75kL59hB3mDi<~P-atQ?q>QZCBMvj#$0u?(a3 z0fq7&3IO@Of)~O*(WA1CVrpGJ-kAY0kc%P^ItJ{g|A*#MujX8PMz;b|RDv*xJtzG@ z>NQVP`#~QdD;KsCQmwMmc0(R!<<~w!L5c>KAmtzb<|HV}sJngrmQST}KM18K8~-d`mWdEH2;kDGLLai8=3MSHx* z;?5Rc2>XgHe{vX)@!!WbzEHL76atadN6lDj+coQZYYQMPO%*1w=cL$y`i9-2UE9Aw zAHQV~Qmy(pzWJV|aO8bX5+Z*evky?)uGbEW^nr1@fRDj83%p2~_4}^!3HsQhm@s7Q zW8AN_Z0KXc4Z`B~(d^Yr42E{nc6aFGy1Qh&gg*Y=+y_tQ4|82ip^t@62uRvKa;9fw zX5JC{*z*mc*4)P#y@OHLOtV!d=;O*t!jr0xCAWLvwR7&|uUF85-rosQumu|Harsss z``!flxJB*&(*oK0cucOZ5@h8}i;Tt#|Mw$D1xi9$NmZt9-TE1{e?CB7bmWDwPjtiK z)Qt^aZ|pOJ7<|$q5J_1vspyWCduM7s8A#8136t1!%9}{tGIGV&avfx4vMC|eDl4Uf zi!ceQ!w8W-E8|b=p`WJwtxJ%V3R^w~+srJ2%1WophbBN)(i{jw#;iPCc-$PaVmXzt zxLIjk)eui-yTY+8AuCsBkns|-vOHx3f)tk5y9rqtI){Ly%?f9F9rq^SwyR(vq1K$0 zHv?B-R+bf)7C=@imlK{;S=rXa60_nyU!@qbk{(Wwf>{a5!sWZ&ug4L{%AhDhku57X z;xeDWwkzR8QWH^D?(_U`LN_PsU6lJS_vgSFo_2u@=ihc+KlTf+lD!jp9fCF4f1NOd z*CZF$uZ%ErM;|rQ1k>sXAeViFd^|89I`)7cZ4B>^auUMsS)J@xa%j!i#)rxEg zL{cBsno=LaIgC%w0h0YVVG?^ztxg}q^KMU~&1vXknG+$^s*lss7PN*V?=+1N`TOWv zMD@|N(Qa2@Bzo~N*k;S0XQ0`S(!GnJkM-vghKzkQK33Tl`Z#G3VR8EyS*JaogY9-4 zy90f^vz&~V(8q1Zry^+bj;|}Bj}EH{NZLMfrgyXJh_$fodKgKlHTN-jcqsPqsdio- z^zqXs!jr0xC8M12Xr7NB^$=Q+vz;IXTaf=0m+z78kE77X>w5`BwmvEvEc^t0?4R>o zSCo|!o*&RqFQXn`t(;Ii7S8aH3uHKdAALSWVIL27vtI&h;&Y2I1lL6F2d+uNC^LMb zM|r&)Mk0}K%0hi?dYgJ#>g#qA_mAV7@Iu&EtmOyl(}2F(HkY7kDXj=ZQXl`E?1n3| z%EkK!kgPfglh|`=*^>G@cEEjGW9Z|jE`(I8K5pI=SOG^~Pmd7!`*`&jwcHyW=b8ee zc^^Io+pOXOWtN?OK?(Y3Y(f|^_OUe4><9F5hXrAA`*=v+5YNHy{i04mA9F^K@e=wt z;OsmEd8Ks3n=pQjCLn41$eG?B@AG=l#}g9?wdOwl9UF#yH2I@j0e#GMBRr}4__2B+ z_VLr68@-?f_hu2KU<+It;*XyGZCRuRee|A3D6;kO((|!S(8uxyX4ayt6!83zihs-+ z^tte)Uo4#Akt$?3e;@lCPQwahx4WzgYvR?8Fa+1cygjbThbuQ;z}9c>^D-Ne$ki4? zeT?2nU9g{4HXaI)_3wEh>?_t=n|j-Blyl56sM@P<1R|-A&t0fK&USpS2c!_WyNnY} zV$bRMVQQB(cWYBK=;Le!LaJ3C%a5gvha+F9Oo;q_EPqbDZTD9@=qfPO+VC;hX8L2O zcMeWjt;J7Ex2O|_jD4K{XYvW?V{SLX;`Xt={7}r=*3pVu&_`8$GG0O-b=+4XD8v59 zTG&4x>O(-%_K`EaR+V3{9O$qu~cNpPG)kn{#)bql-Sw@>e z3p$S^NWm6-q*`#$(epO+(b}b-?SCzht&hP&7VAI}0@{_kh)`Qw3uUEOs6G}>xA6;n zzTb&1yb$(@9)6a3c&2Syj};JuXLErg)hquj&iVT3%v5zo`JtzB3)K;+l zxPaS`l?kSVRI98sxm<=XOZA2lB7asAI#A2K{IAM-$jS&CJ_g(DCH)lO_eWdpfo)gf zSi+DoE4u=Iw}h-zO(ZOCR<`eT#2Od|_8$dV>FG+wOUR1J>kSA})UMkNva;QSfTYa| zXL?IY)}Dc^1k5GWnzN$pxfZh$`eo`H$V%`c!jmd1^|wC43$V~)ehbKoQxHK4XQd}@ zF}{R84Th}D3?mfTvhtwb*SoOo(r}CS5@jWe=Xbi)9#fh85OW0Y5dYvqhVyT`cBWmz zHCb1<#~;=tc`;!Ku1SyyuF1%aUGNJAXU@EzFB19EMyQWB;;6Unik#2PgUIF=^Fr8H ztaG=6xD{R1*}4-{&EqD4Nb2K=;ndr98Fi-O=dM#82$R@zN;ae3wj1gFPGWb9+lbq6h> zkNFKgFy|1rj|GQjVb)HT9*u`SUT8|jOXy>SPXdC>7OV+?KH9b>AZh!^nVxm)8II7$ zgX)A@a~~J@t;aqds`tte`uLzb;YroUPv^_A1#+*Pm7oQu3<*-O1?E=Rf}T5f0_sIU@sG?xIK!h9^qArNeKc8D4<7`qxJR`v ztVv~a!Vp}Od?#EJ&(cpxkT$Q!Ki7yvirNYF@%TMzL-S#Lt4e@qzu|?juUO-yd$Ett zpLBPFK30Ar5J`QU`ia^1cS{WtXSU`N8@ z_A&41a?IM2gI(r8ANzJA<0bS_a3(WuS~?4x0;$CIH2yN3{@U<=YFV+-Q!jl-ait!)TJwmxPo z9Onr|uuzoWCd$h8jzU>cbTLFL%b=n7FytF5yb$(@-g^_3mHCAe@Fw27Y6K!FD}RSk zZ@yI(JvM@@+|(2%vFFsM0hN_RwYFy=D^c2nRI9AKxO901Bq7C+5c#uG@YMj9`}6sz zN5ClT$H!osy;h^LlC;F@Dr9BDAi|I_D>k#vFMzD%SrQgED-Z9k#v0szV|E#`qF_hH zOUO!kKq`XTJG?#*S!q6=fTYa|XL^le&US^YJaHz}nzQmEGzzmas{Cp;WF^6a@TAI0 zb?eu7Ms%2W=R0J@#D^dSv!d*WS&5$%(iyU1v4Buy%Sueg>DjRDnjN6NN0gOqJU<7j z8%@0gJ9g~RXE?(ZL&{^zo^KQie#R zN<*lRj}B39Pv^z;It!4cQ+XlmD|X+bOx$+exT_TaRa5aG5J`P3yhDArw8N^_^?)>V zjxdQmr*z$XoKv-B@lEKX;{rmeRUhv*D>w>A{^(Ld*IC>gJ00c2JXSGNI&O`?} zIKy@3lHvS)+>qKE|7MK;t7HRf;vYyDf@`vE9j?jZt$ouWZFj6x3PmE(c8ed8p6k5o24aDJL4gvmv}-S zpROSc8T+_I)uapb@lp(7ar^kSED8JA?8|&N=wsy;GG0O-#|NK9P)Nn6Wa#6jodhIp zA34*r?;O($`grRgq1N2T2b<%tk6wmTyFee?WDuTIeQZ7R1Gb>l$sE7ru;LU!3br78 z1Gd2SeY11W$J6HtMYcXBjF1n9tSmjG_DGbKecgnzVqi~Q#}m`Tp8&)+lNZ81(f59% zzFT_bK+#W#!K;%5A}K58R@8T=)+d;c0@Cnv!X);b2EC=e*xm5p$O_2H{9;0?RaQnU z%v6RXB-|iG{;d41M=kdO%Vv#$5qp=9!8QvrrM_EQHh9*tZf=D>>PM0B68bo9!yN>@OuP38`gk#(fTZmsXL@~SU;YJsRNY3XHTN<6Z~|_- zGTW^D4t+G(LwHj4anqr%*n<15x|c!=mL4WZ!4}Bv!WLKsKEu07E@l#nY<($kRzg@Q=rmab4A9sBjfsa!6Y^$Q?9GSgK1`vdT9l0Yp2 zk<>?p3sgTwUC22KebhA+Cb8#~;!M3Poo%G01pCKT{RpX6eJq@^9q*JYFe60%J_aUI z?*e4MUYG-Y+&zqs!8Qx&NWCnzZ|ZFieQY|CFl6jw((=Ok&_@${!s7NZ^9A)q#5Ev|`kk6oq_khFc|OwVjngNe{b^O=NNb02qPZ^1sMy6cUG zKFawKo>YBYcD))eK*v>qJ)i}liwRP&1!<|+g6z|MZ^8cYND!gO*2gyri}yhhrY{)P zQIwU#`a)T8QlPRjJU9<;Qkxpg3t^w=5ARVAiLQVANdt(1-)aJpl$Cc)sPA3|PMUy^ zJh~etOk&UJqj@UkKevC14`k(C0wL8ZD<5}F?gmMCyqysFv$B5#m6dTHE&Bk&Yabtj zZI%&F1yiN7@hQkkRytwGn3WqL=A9rb!*U3Vo0ZM4&*5%K`RlSpkQI}&WW0o|yxRH> zLFv`w9z#|R77~!OS>a62EvzIKvNEfbP;1VLc|j6pW#g{okB}9$`-CS|Ry=?H#H@7O zvDFo_vh@W)3T9rch0>Q=fccHQXe0*rQX)^dFXKxNbeg8lh|__ zf0BA0K#$P&%b<@*%7j#_KF*kSA{37NiZ+DE-^aF1spbB9FaV!#azK-h!8VI>r~24+ zc<~_UW1co)$k@kvXP(GI9}9aD7PpTL-(SV74ZLn}9r~zgOvX#-V`r^u1ijd8(ir-< zbT9!)+egmy`i?oU2KxBSnow)*c^5Y0ksy?O;`im_{cu@KdT97=M zAO%~{zW`fs{zj$~^s%l7p~%)p^%dg}K_5TnjWic!KQScrv61m@7sE-Y^sQqJM$feZ~ z+1o96A?zzw^TkeF6UUOJ?V)O4)CfdUALT5m{o|+EC)9xC+ew(jo>RSrpB)wLP| zeLSl}NVV$Y{kiS3p^smB6C!^f$GxWZk3DP)6@k&gl#jtSyYzs%pDDa^{jSi*;vs|~ zV;@zXv`vLRp0Xw^ZXb(3mSNVG-2RgVeS9>AjF-?yC&xN?GOu6SeHZj`&;$aKwvU|Y zwJBWU3VnR-LZ~(O(WGoU_ObC`1taL=eGkHus*mOtb@0xzjb%=@(1Kq+1S!~p$5(Lq zio)KiKpz_|Box{Dcxby*Pbfl}%hD;LtYjDoW#zFBb)FYp9<~@D241`n_KE&ckNUM; z_1uQI?F#WF5J_3FGN#_`S~e)dAF|@IP?*G?)6NZ4Ry@g^ZVw6`w5)@Vd}$oookLDL+6!(q@G-J=L>)jzd=Z9wXG6vr_-r zPRxq^{=QX^mG3!(CskHvmDI(o6gIdV30YZwh9CvAvbPME&q-I|24rROB|?!cE5>u( zU%Bj0I1A@cWe+9T@r z#5Zn+9e`1m&c|SzX$7X>YJ0x^JR17=E{iZ^?Bn@?FK<8}GxG?G+s7ZDsdw9SlXr%~ zw#)uJ884xanfI0OWPa1QRTT8`axno(+egmyE|^r`g+6wt_CiJ}!Gokb*66d4|ikN$ICC^l|AMLXoYHO_#{wr=`sc5|@gy zQf$oaqs3_IyZ0@3eaeS3JhX%i=kMd2C~7Ne_WgqgtV#G?!Vq4QH@GJLv6tRM+S2w% zhlxbWO@#WmZv+*jgBDib0pfX-7s9?`(|hf}EB1zJYB5x8Y7T)&>f_^T>TSCnMs*(o zY0hb35_?Y5M^Vp9DU2w^AJ7W9NJzEn0hXsh>759^c|) zu+5$iqdu?K{$Vu+`k3>8Fl6kbbMQA0=;NhlgvIUS?CL6fS^C{Gx-;}qqk@c=)JKix zcrv?nT!@bpPWVhf()N)vy@*TCk3k;|eiLfVeY{z<2m83Ic_{XAL;V=$l9Q^BEvw|Q zkHveY&w>^_P$Edd7ASwffmu?3;X)<;*9o}-}%BdZb9LD(mH`d4ZrQ0-9E1Y&TbIe|#Z%I>{XRvKLoJqx6@ZG}nfIjL=+J`I@T zG9&?BmKtjkQmwLb=I*KMkOU7cLgdfNs8!T*&na}nPh3+B_!w-nMjt4%(2Q*skd;Cs z!jLg5KkC{)gsi+6NLbvgRQ!^|)45P{VjIZHlc8k1gshBqYmK04|H^By?MkvCAZfG0 znO^p>@8=;a8TN!)b5W!qBp^Y{|)%=GLh@?I)Eu{Lm!(&AikowpNlh||G`Gfl6#mU(F2cVA!#}QJk z`WWXzyAW4d&QK6ac%7&7+pi0aRB z=wp>1VR8F-{jWTpgY&DrEK3epy`A^W^Y?CN3)x^8bAvczadD$79=*r79{^Dl7~KORT7G9eSCeq zpaS~n*vP3&l$E`f+&+3GY{Nc&YjOG+oZ${F$#DKYjt-_?s;3r(C&HSvQYQ?-HQCk} z*JNAk&yLVXC%tp`L?Zc?LVavj-3wEFb8y~VfW-FUg}@b?L4B<8U~wZasMfwVb;YeE`xo3tYisRMm{HiD39)yIir0`W^==SLGFe;*r;q?S8v z{jgVX_RMwUW3bJ_E>o{yZ2QR7gFg0{N*FTs@vnp9S?FU^cf#WKaZ(*+%-USDtgq0= zlv!lFgg(0V=!T#z)>Ct!kDuofkhFc|OwZQ5&VA@(-vC0bxsR_k(y))#0b`CrADgZq zJgNHFc1vUIhw1qyli6Io(`k13J#R`hx_vG?NQC2pO z5X#EW2x_16XVI7)06FlQ7s5W#&6`qRa(FV~^;3vJmr4SWn3WLfNxT>A?+pdgm}+4X zdroU7Qk#<_b>?)2tc?CkNVUp}`GVyskc1u$t}yG(pB06_)ZH>_i{veVQQDY~!8ZHy zj(Xc}(aqR$$jZ7Fgdt;AhGllnfUJ0_5f(QqJL|N<8a({n<^^Qsg9aHdAuC}%x(MnO zzIp;=#iBa_Nt+eU^wxGNX#`nOHz3rSvocWk2xi60tqne@Jiv(Xq{_-Hou-(Ti1_vR z-KqS61SyymPZi9HYFWTZ$co!gLXj;itu4LI!M00RMX6epl|*aqwkytv`mAbY_vLPI zhF?=B!}+&e584;tUPtSBq7kHaydGf)u8D6;T$68qc3pwAl`nWCzxaP&lC886>f?oz z)a?x`vu1h#Bs_>0!oFfPR1$G3dUfBrAyBoeVFV(nk2^A{ZP)Spy|w}=ZG$k0Jtvp0 z)Q!cP&3EZSAC)!|Qmy*feIY1aP_VMhNtUu64&m)Az?W19RHOyLxW6!71$648Ayo5e}I%ZN+{t$;C5HB)N>k<`cf!Uv}`4`t*$E}^7pZq3bovolQZxugu0%547OP`{apC=7FW+fAG3W3L&iQf zY&ZEf^f7B8VR8Ft(@-6=HfUu*CiL<6GBRF5AD>kBMbP+z+wpE>gH;41Z67()t8aBG z9s9U}P;2g^=b%jNqsrH!-q6SQ8wpRUK03^7j(v1JqR|jqkeW=8f-UIM0b5W$KN6qa zWU!l1Wb5O0xoPL12*X>|Hxy-M`xv3DDAlF*0f%F}{{rM~2VMyKL=QVoz1!8IEXo#Q zpwX2;BxU7YHI)^O<|Vy>)KpKH#GX^b9BOm2!(y90WaW2nLaJ3(qOL8u1zE{5B}D$L z{Fq2(W!Vd(UclHrl#jtStA0qm+tqW=#G{ZEU0cGCF)JIFtf>Q8={=6HxLMh&&;@JI zrLT$&WaZjKGG0Pf+6|==Cq9H4~o`hO+R$@kEVOE+L zcUTHpIXQ>$q{>Q;QVYzA$Hh+g-O>&V2vRUBD?4FU%vSX+hi%v3rGz3|Rt5%-Fotbc zpJeyGqO7bO%iVTGuBJXMz3-8Pe|$~$li~c^uAv%^xb50pxd~sE79SxD!8K9tf@`u# zQ)45f?W;k{VIq<0aYB8xQl!4*(6domCP3W#^Fr8HtbDyKxD_=Id^#MeHhmC*Nb2KX zcj|77^`Gwb2T}`5VG?^zpFdFB<6{5$&7qGIM-o!4`uMb4v<|ebi9I3m_wm+h>d(>j zCaOiim_3P)!8SWJoO;3i_tT66&_}~*gdt-ezdabT5&C%5ld!mbJfozIeY|~C?hEuW z+lP#o(8rF!<_LO!(DfDc@!EU>lD3bW>B&Dge*%3Rzl>08?xU@J4)!rUb%ZtaQ8AS8 zr0V0?q?Xvnp}$QGVA~b8jvxhF@VGm+z~}k_eA~`AhEQbdqes&CsnEy98h6Kuv*N(* zW5Gh|$q>8Z$FzkrypI7H&fmwTbSNR41GYmSt^5h8R((7>X&4^);3b5}-^aW;eQ~*C0_W+%+0!|MkHI#( zTuyzZM6o)#KJ;71iw5tPsY#&d?OX%a?v%?Tn zb<=$-^f5DufTZmsXL<`he{TnU+?GP9HTUuF)Dzgpv*yL!ppRP*5}s6jjPBnW`*<#) zNi%4{gQEl~*n*)wum$oPJ7~lHu{4KJWb0%2^;tnsgl@jweMDK=H&G}ncFm})On>zY zfBZCf5if*&qQ9s^WyQ|p1D38_|Dd3V339wfnYBO&r<<(&(am1);E#sfn=nUBFXQ!$~k;%XOZ4q0iwn=oX| zip}w<_`7^D2MLRtm6MHoV+}GY1LPnpc1Ov030e6lZ-bzXfy3THRy?u^NZPD$rnlip z>2k=5-)TavIV%UfPGMHGHaseXtW;efJgKtsSm0i6sD^aO$ z&O=rP-y#&*va)StsyA%AdIqHWiLz2Lk-P2EPNrH=G$M5woZ%@e$#DK{*UK%d@sDpp z#Njwt6P@*hA-E=Ky>U&ZByRoyee64>*GiGdipfHKtnNqkF?h}M^#Dp>RJ9!g`q&~LRr?y=WhfK5plD@w%i9IL1##BY*UKrz(c&(QZQmy)U&0ygt zIP(2N2$8>!yJDz5J{U56C@}7Y^D)?F3TD*H(nh=H{DeNvjU)^i`)EGZ`VMTn?BWTF z+sBk9{V{8vU+q^zA2XB4cnN*nJA5>PCY`FB34PSvML^Q_ku$w~)dh;s$8HA+wdOts z&&$U?Zohot4D|8E5yF$IkDq6?#XgR(S)2eZsGCEOf-Pv=A6t;Me()jaV?{op$kxYQ zzq+1)KAt@ACQ_7@$5Xg{Y;R26O;YL|j}K0qmqmv2_whsi66|CCv(ibhCil(~hTxh6 znc$kty;S87X&aF}G(jZtV5(3bFJGfB*rK2__)W5kGrSP?6`L@X>f?zXTh*azmo5>A zq&_C>r1p=mUajm5q>>V05_?W{*He8oys#M`30HcXkZRROdn+3aXxo*Cgvj5=ecIG= zXZpzf1;(-Gd8eV z;VP7sNBgPseB|2vfzYPrb*%Xy>=QjYkIKreh^B)e2HzSIh@`B1c|v6+z5iKzAeA%~ zCb8#~9z;W~I~uvtqn6rVnIg(Nsc_Ei0BmmiW7+@0KMW7GmAmb7{*{35eD4jDn*wL} zq19wK|F)~U`Z(NnoegyLg*DOMNEm`^GI|KENm691w~#hV#W80^A{(X)^>I&1Kb(ru zhvtz0S-)idMH7%z`axc{DnUH zniGbMeVnypU`Oa}Qn4WC0Fjph-GY<+zH%d`i)EbUO(^ol4e7u~siOzBO%ZD+D!|64f2Gw+b${C$kR z8jDfV+&bVotV!B)!Vp{&4I5mOOG+PpK-!wxx!)0qJewiZM|~UWf_-dxe*{2G#`8kh zSM2qZ@z|n<>M8iMS39N-h^1NvBJHX+rj zk4o35wx#(IB7YyZCQFQJbf4(G z)_M7Jxw5z zva*fdc7;9G{0k)SOTr}foH`6j#yQO^GxdY4%)UlQwaSXkiMs6}2~Kwikv}V)no!H_ zZfolY47Epm47OSSQB*MRxtzHNS?T(UFl5Zio`RO2AuG>65EeHpt5wEe4J>2L&cn8A zP8At1AuB&O&O}h|*1wk^D^GtDkhEFhOz%`zbuY-ud->VSB~o)%9QPDrR?2!g41=sZ zZ%lYnW##fFP0WhA`ubGJin|&?3TEZwSj@`H9ewp7E0a1Aifmcw)-JgvY`Y%qoy)A5 zrlPuHefHTIYo)f z@v9r~zwegD%@*pTt2%YT#*FS=4SoD-%L`$zNwOKW?b4m=Y6(@#wkHrtecVicwZ?Z6nJ*T2*s*j4jyPbqSI=K;2t@^lov*Q^!^4(_=B7Ywv=2P3Q$C}OY(}3o4 z`50`op~+MqZ+B=h75eyTAz{eaN4Mt}-Jy>O%Lt3x#~v!9;B0$M;HPlb~468ac< z#|J^#@lI`^kACY2NZLMfrgy4JUK#rsOQ<#X@q2nP_OVgg9DF3)qC~=zs*jIHb;dq^ ziW^o5E$Em+kb*6+pMZVbn14+U`q=mgp~%+99>#C#Lmy8WPF50SCC!`rvNT4I+AHb! z&D{)F$z5YIoWGAFj!-X4ZN^ofhc#(9gfIlxB;N_wEZ-QaD|#|eiBL{c9Y-lFa%@mKwWzjV{`m@tVwrEhxrI9dm-Nu`graI z0ZH3O&h$Edif9LYeD{G+YwqKM6IZa0lXn`why7z@72!$MM`O#b*vIPr-uSC7Tjj!- zt5~oFd#7Lv#(Ze^75ccjA)(0DN4+O@3K7) zAR+#|5cU^bdlqWU;J!FLbz zF=Q5KQ`ZQwl3dBZ$J1}SVILZrFk* zalx+8$C0-QMYcXhTj}IO5f&To8Z636qQ6j978v!%SI9G0|4sr(@ep1J`$X@*Bn~s# zZ_Fx9h`~M^0+E!JE&kMZFK2d5aRAaU2VoL>PRSFf$1s_`^t=dJ@pmDlT4lvx$WJ>+ z!U|79>C1j<2%5u!guzD9CKvuR!5RkN4;Y_dL+To)iEB>1ZwdSn6 zymlS464+f6?@PdcH0L%YNr?uz;(iER783-*!Fm+=Nkz%NnN%sV&VV48b*V znTcz%s&c6Yq|Gz!*m#l1=LJH2^mt44aqvi&830Mj;)SrUSpAn&A5EIv#3%87$s-U+ zebgwV`q&}j^LOZD%z0rFdroJEQWdE<_SqWx*!T(|)vAvz8W!T0z)DI9k-v|RwW;Nf z_!Qv@XHWVAJ_g%N!IRoho^d+k1AUzEoG@hUW1EZOYJk@g=wqE91SD-AIn&FXIourjxTCfld6wRR_kCNvm;ymgce*-CP={+6nkR}ls2z<0DWApN+`1Raoa-c80ceY+|3!H ztgKti?c?J!R3DGam#4uQ-e)@*&fmu_7ksdf=iD@OU`?tH5QgBI82aIwENuRMIizje z!b`J6B3Bm+_0i!FwV}yvk?{f`?=0r2lcXaZHHSop=#Y%6NscfmNcjOm{OKF z3rHU#g-Pr=#l=#6Y?4`74t>l`Af#ILv8>uL7mj@Q?S#nR$IDvOa`*V~-9=2d+%7dxU$Kw@*B3mEl#bxF|5pJoK1c|b;KTs$upVS6m;d-gJ z#!mwbwRs`z6Mf|77<^eeKUX^gVi41pKqO^l+yLqcOmY3beFRdjg)oUdr!GgSn+bKg z%W@Yap z%*ujx3j-i4FLx7)Y*}&A{WKf4U2E+;Lq%B$TFTvay;>H6EeJWaFcZ%3_mjwQ{%u#; zu`U>;`lF`ck3u+j5QgBI$OYhkBxJczAJ?v;`e^vRjSWBw8b0EK zu&-F><5VA?&R>}cReRo)KqU3ibv@Nb?IGIFfE3$Wn8cowVmZ~v=|8`%fj;h3C!|{S zu|xN8M>z5t-3gJuk9Jq7K7Op!!_Sg>_vB-+%?@;@-jJL;A}|d4XwsiBWb9*u%3)T} zN25W6#qHx0^~IPq1Gh%MppVaok?|7x_;TVJ1cjZR=L>zTV@p8N_K`EaRU?n-KpzL$ z6Kc(Ul>d1b`*_o9st5GZauVT5)yGE94X}>^`GMV`k9pGwQm_S$mSGE?99jAV`Z&Xj zP-N@l;ycx|;FK8jK%knA+mu35?SJkk%Cni+v7rEREt|QdQ5k*uZQ|iRy!;(wg`6=wn zw%m$(@2-({l@=T#uemIWq)KMxP?cP9@IfM=ECMB<*t6q zF_q_)rxx}62TNM9;E%^XS2$|A0d#>TgyE zE@lCx>SaY-PweHQ+c`U-41aF0n1W@<48}6}e)xC={)isB$HK@~%-B>rJE+X8>A&+t zmC0BsSedr{j4^rd^BZmeO7$Fm3j37bkP?mcT{8J8ejB*QLKa0*Wp-;(cXpZe*!2b~ zb9|Wu6nj>7U#M>ecdriDg31_#u~4iS>T#8qRPDb|H^Q_1`%no z63Y;{p4*F>+@6Cmv8D2>cwkOQ>QS8>a28OiVyfHr#bS=jUEUVTFeHk_ z6fA>U7#6e1qDCj7n0*si7}<)s)2ZF>B%0&4?orY2Ww0)eB`k>Gx@3jpx;%^+KxdkW{Vf+;KDX(}T3hUd( za-9jJK{J9ykyM$WKh*nWh8gWu0QECY0*XDW6Md-4ENxeu1eKYU#6s1oGHDBjZH7Sf z-o--lS0>$;s?5H{a`=o;{R6xZwp@B^sxqT}BHKe{s?u2y87uSowf+dGOoMC|j9Zz% zEmmV28m#$a0F^nF#{x*G%&m}kBrWQ`@CsCB?gbV}+RAVyD3>$d3o6s{8Vg%i? zZpC{c6Nb5nD^v3SmEpXSopn7G%W!?hBNw<}>WpEH=iiszxHcU3W&1XMh=+AqHIW4o zT$gRsx{Qe4YYMGvwa=*KlK*|BKPf`6n0a-mtJfeQp$<@dkML92m#?)A^-5N;dxk$` zE+>aYkyOk9^{8T|ytRk|l*1VbDE6%GZlI##J7~okD5gyz3stLP`kL5GgcG3T8Vku^ z%x})rN3qwuhKvD7_cC4xTP|QT^-6aCyi9i}ruP#TM8;zFPwwgl#XS6)1>+V|A#N>p zu1CH?Hz;OYB?};-n5A7dBgyqtvo=u7*lHF@+G27hIOtZII}}sDZa;Fh)LhKo#xJp$ ziK~v=LNS*ruz*q(bIV#|Eap&c>lRRk3(Z+f!7>;}U@^ZG%(aJNc5BPR$X3kK(+%*K zE%hfH>>#R4K_pKxT|+itG2bQIu7qD3@-0fRm~Hh;FyAK1t(O7iQvE@^6!zu2yBW2|?4G-&EoAPw5{n|K zn5)`S-}6*xGo=hrM^q%B*s}`GqMjMr@lx?rD5h6?7OGao469N!g%iNI3k%6#Oe;TX zU*9~U^)i4c>hVI@a#88j26}wyv=k`j?OrU1jK%D*wxtdfbN&Dpj9bjMtu|oio>Ztd zfnrWKX8|M>^ToMDBpJp}NrYksTCzye7Lzl!b1K{30JVqt48=Ch%%v6wdp#IAs1 z-gRIBr7Gr$)uvd?h6jfXfHK^i!eR=Rp&|;);C`#H4-_+LItwFPF+--bxdxw>{GR>M zL{yoqSe{~z>zRYa%ztT*@7icDVvXl7ruw6X7^%(=?k$9MITFl*2(F87EUrt??<-57 zb+cwznTcGk{=Z9i#jc8q{(i1ra}4Iq^YXS(Y*a@@u2cO=P3r2E->rspO#8Mv1g@WMeQ+{&AqS_ia92fg{oCC zLwc^sh1jL7XCe8EIU$1D*Q?rxo&dfxW()p7m1ylux>X#IqdE}7C=HVKh4;RBv0pwGoYAeX)Kbo#pFydrsclRP|Ub2 z7PjVMb{q8;i#cpsaZe~_Q638@RWTz6nPD*xYAx6XWf*jU#S|<~wN9ROa1r7E`b?W8-oEQQhTC8>q~)JQhaA$_$SzgMC@cR|lL# zl{vVHXI~c8G#B?}8ESz?;apez%o@+XFFPCOkNdIn-kbHHQj>UG^{-UBFw{*>Ere4W*@KCM``?CICEL5$ESy~-@3{HTzJ}e}EF*_JiYkpwjspA02 zU%(4t%iYhSirKc=LcVL<>@6PmzS^>vO(8cs*z4Of&rf^SE8t zW#;ZWojEh!B*qqV_`yJQ&OPTG{&MEPb`szbv;0gLmJUBDs{k<-_K=cLF%%$k>T%>%Geb|%nw?DTpemkI2{)@XpFW()X7`HOE zt3H_y%sDBz{~HURmDN9<+%^*|{sc_l<9cHoTA$@!Qw{yXrw?ot3^>UJd&kz%I2udM(vD|(O^ zTTBCugXmm`$7)|-kEw4$0z6`-jXs4Xm5`K^AZGLcQW7dAYk*48A1;8HcEd=vZZTUf zuRt-&TngubnBzy2pdc~TmkvcS4__@h0y1owOqx<k~Am-+oBqL7D1@W)& z?&8lcz4l0yxqM8jGLw5SlsRb;fIrezea~H?r~F`FhB8-=-f;pNbSp@OPnrBG#wS^m zFA1F>b*`ExMMo8-!BD1qMYt^}Q&US)^-^ZM*}O>rL{vlXe~Zqo%(GbxWsExhIt7u9 zDx48IxgYWjWk$chdK;9v*^)#=D)aEX&RtMurZ$POmHB><@lC3h>KuHnWvwm=@F?R| zb{dt*?Ygo(DAUw{l!Pk78lZO2@N7`Vqc_Rct<2bUUs0J|!}oUuWt_}OP>?dQhE}MI z!LoaSpp4B>(v+%<^D*3iTsG)76_gomLo(u&2_5U&ANFN;Gu;kIl-U=;u`e?WV!Vr~ zEG+^5^z*TR9M8Qk+pu8(?#nXcyH~=xq?D3~)OG0+g6oohd}DQdGFLUcP$rDm}(L5*+Ye&iNFb?ti7CI+AD`wNa-Af(#ay(C^{F}w8#kdW$r~Jz$50tU1zZr`@E+$h&l5uDG3#m zHNett%O-=EPrs0C-C{aEma2H zP?TYT>!V8`<^*Mu5hv!AeJkTZ%v;0GUXm!|8^$5#pMe+glkDOdd+<*`y(f_4xy2k> z(gDTPPtw~B>oR{PiAY@+)i7L_+rxAAfOW?9`;sJc`S^D(Qa;I!7}y^NQ{``i&nI}{ z$X%hA@7|>hF-N?8)&`i1UPCH;VlLBRJQnWaSFiSv3UKF1(NUdv#dsFqAFXeZAm*$s zBvmgllPf;21MJLqk|ej7Z#OgkmntaM2!+U*K+XuA+@w^-e+Or_g!Be6b%IGmq?jva z%I||cX2?krV~eSCi1AJ8>k-}xAm*fVB)}u)KBFiUv*7L8J0NDySW*%yCToEH&Pl!? zrd2Y@)-C24|L-WK&55peLCl+JBq&JC*Rj?pW|z1cEs&w-UDA{)!&8O~Q5H^TLChPE zNJgBPVLKlhgEEHmk3EnmlXgm~GFM|6XMDP{g8@_)F5|AyQ$A%ILz&7Ued2(I4lbm^ zr;P7f#=gwj;Y|}rMY-~%=%|uy7#CuvnVzbkOvNUWs+Tfx77kMYh_zcul3SSW&^ZuM^H7K*N$x2~~zQz*Y}6WkH$m(Ii{9GRqJAKxNL4jqL@>tcxc> zLCTC+Y=g>t`Meu{Cwt@?X-ZYb_Z03w!r#xsH~H${A{lYYOuMwJ5$wwp6KnSHNf0-6;k07b5sRG%p0wj z$wSJZB~OZus=-9YzRYs;%7!3j2W^t7mzaH8&*%atK$I>?a*OFQf$_hT%k*RTK$k#6 z&Ip~{#$Js74!%Y0T@GS)>O&$T#gy~0CK&E7W3NiUnpjO@5DF|bLuP-6eQ+rolz)e z7oS)1Aj6M^q$yPfqev99^33w{urC|6f@H*rdGCPzRuI$9L;kBonesCnV)i=|hGI5# z?1Nv)ee@&8bBifcc^t(|(C^Rz*5z{miAY_SqBFQIw+bsY!Mc2xi@zju`EpjOn4iut zu3oKW!Wv&WD8iaC2=;XFLF~nRPHSaZu`QkK* zh!j)P;R=2yyE>Z0*kWpHGQLUG&dPKLF}uW*0FRifTEwH64=zRPgP5twq$E^K)&Tnq zZ)6T)Mx>K$-C`P@{f%O7_UJem#N3%hf`Y{CUpgAaTpy5h0c0?HM4D1%cy$(Kh;MW+ z2gDp-Kr-UQbPv6d13virTvy%rzu(E;i;}9$OKrx!tX6Z^aHy#5;;ztBewRICU$%bj zpC6#iul=OLr_7yvhBC`GxQ~L=t6-iK9o2kIhB8ew7o7rS3c^XMUdrTOJC_SUWS%2Q zZeS*aw(RwgNk@l9&W zmhRI)8I4R5;8CV!++|ee`KEh1pvt zWm2D$pde+Yo*awHTr@PZ24$j4NmHsaN1{*}GkfRLpp4xok`bp&hx@L^urK?5ce|QI znOA?6VSSQ4@3RH>WhWJj@H5DhJaRnuzU)xRG2EAZ*Zuk!)}`hpiAY_S492>64EQJm z)$1Y?^jcuhuZ4j7kQ0%DFDOClo0)VnZW2R_LTokC)4F%vWy-=r=HuIUJ3KAuSeJYqJQ znuKD$Os~!cF)i##NvN2t0hZUEQwA~HE+yHz#mp^|v9xKdtfbt?#eVLxxy~-n2FzU! zVjgxPK|x}6bR3UjZZf{;1TyS#B~7U^SjV844_mK!0b&l=L^9&U{4?4Tzmx4@+}KE> z%+re;Vh&u#cpb)O&s)3UTz@}=9M3JLcVz<eN&)L` z_A2ZrnM-Y~R55MlFvP4LpEM9E|Cw`F=;iDBhaqOr^e1D1xjYL};Sxl;K`R#zPQO_b|zb6LZhWti`a$oW7{j7>P1j@f>1~ad5`H)XK40vT&}u zt|G^Ci&>Vefa|iRp_>=1i|!^8k-9Di<8fX3z8J9utec}#GFCE|yuWjiau>^f<{tCL zysLIlS!=*up_gw?GDFNeAv!_8TzM~2;S{ea}-~{M1f+V@c4E(_mQ*(>@bBL&q=Zw(Fy&uOA)5&VZc@T4(Es2N} zbH4E#T@Z7s9f`5U?AnI$t+1{7?tUQVs|6&$Bj(be6cp3@Lh)%3Q)L+`2^EtyKp)v; z{5{5;RU})tm|H){p_peou91g5X6bx_(Z3C$I+HhCsDX+AMq0CL6&bdHC zr^%$kr_7yNhB7|g=K4cQZx&CAj_SAuLm6wg!Z)DIrUfKbFJ+>&d+!4v92`lKTba${ z8GGT4mQh|$V zD3iR41bCFmGEc+OlMt&&P$p?VDG61EJwO8mCD@mJ3?bRNmHALEkIGa`eK7}=xqX@h z1u0{DbP6itU23fc%9vdwO{vPvyMp_VYk_hPK$%U6BqL6lBP*Xo!M-f3qN$@qnd^xh z`?8W9TXA2uzwOWzIM?(4kmI@cW&3wI;3wJXW8Z#+b+P$R_1_?*uFIxGT$h}|Szp1r zqz^T&lDTY4mMW%cABLDNa>KSkrFkWHg^Uk|> z*C6#-_V>SOF;jF@o9^$!f35pZH{x@cb(Kh}USc*n5Z??=fM#kW$t`9q^Uk3OkFJ_S zM6ESv1SZG)!{+g~PUAt$=WR(uq?nUUy4!)6EA>c>E#_kFICRc&{>088<_JR);1M(I z*-b2+i7D&`V&3jeNJpx0sWw6j02QCc)((=4(q56eQ;IwYDf` zhtUTjK!z)$NK>i|Es{|N=Y}TuMj_9MBqL7DF)QzV1~F~)`fisf6MKzA%oI7stpg`g z)sDisu4zP$=N8kp3FB9--nHpNVO^e^l8DrGS$qxG<6_jo+5sbL5QB$z?BK>@oMH zw;Ks!o?1mBBE?*{WM@whbKM3KV~c4ToPf?XeZ1v9is?xLJYqU{WMb)$(Gq-ey@M|) z2^Etyzzq4o4It+H-6UJLn7e;9Krz#FPD}tXFCHR6L1G^6J{`qWZdn!#GW0)Ano?!R zV94;Q{NXs*V>+HD8F6C%n%TAhe2B|a3zI05oGMkBY%_*3V?Sz^L8YdcyFyR-;0p|8 z8u)jt02*4qClx+r?lbpg1Jg_gLF!gHPl}GJ{UL@jO)X#PfHFU-NvdATJTAZK3d+op zY4&f?xs{nanxRZpRq+ytFetNe2x&@HW_>E|KNOY9kAN~iY)D3&GSAzNdjtEj zrNe%mmM9Z(gJWM-aE)=AehfV~1I~4|@#J{!eOcC}NB99tS267xtV{7U5|O$t<8I)( ze8LUijXOz;r0ON+O@~>n-~^bVLz3KLKA6oAbKGk= z4~T3sbjWT!gXmjtSlR>Gyd4=o@6c+f9E3Q zlWgZ;hM3-V6Q@Dtd?j~+hfS3aeNq|SpSMwfV>AqvE35aRh ziD_75ntGm5)HPx&!g z3}y6JUfT;a*u{|wlLq?tvf613Wj4>gn+d6t$vi1Ks*f@ZWs2?mu7Waq(@3gb$`q~W zi7yptkwuc+%4|zyC^LNYe!TPJOAcp*PEI|8F*%D9j^Ut8Y95J*R7SsWOb1YAdl8AT zmC-+ziZ*D(?>-L7JSZgr9%cF|Ji=0Hjun2Aefg1;get=t;37X;J5a{Il4R>vW|XQj zDzmt9w*e?)`HKVvDKpS{~^D5WjjzNLy2U>Df6!8 z{6W~4Wk0Pcl_<0O4#&RC!8`)@Wpm^7Ho^a>&tH?{x%XvXD-Yv$vgYj!8o;{D_)H>F z*QNa(To;uwmI`3q<3NjQ$y`G2N)_|Lb%vPPs_hmEB^Q7pg`g~@*8>oM~u3te+-8hn}mzd*56g+|xV0SV}a*O%& z8bi#1XGh{ES<5ue2%TKY6^5AO)n$@FOzk@)B2vr~>vrA)F~c8_7+cJ4?bFe@A-P+R zf|ygDk^qmGeZzCHl&kI{2m7)k&q+zBn5+TzlJB1eV!D-*Y~5lWY}pvajMY{73}PmJ zB0)i7hIh6{G4Cj7zXchTzmcX?83x})8H!i-3Is9N*N}`jG1D_jB0$VXPn;XL{qJ|O z-q{>t&it_oW$+qv^(kC1TV9dlxy5vvaT&#QS3TkZ>tb9+B2w2yF&o#V>ej)jU|r+K z6I3K~ss1|`DW7CJ#4*J5*1l&B73&w=6?*yZf65SZ)RD7cAf{d^sql%pXf#92Cg-1f zK+66TPl}Gp{4qn!Ye${BftcefNvd9AzWg$;FPs29evu@%m?p6dF?+3HjW2LCPGuz7Um3-%-8`l<{j!no^ZHl7ssX`Aj`+ zP-b^?k`brOyMZ~|U|%-4W|{8)?`8ff!+Ns7(i3xVU-qbdpCY(m9yE0PcRcsLEPj6| zMha{;;rnE#G$j$K>r&2Gm*rtY@T-n(2`WpO`UD3^Ahvx8Nt)E`~fQIx6)fhL{B#c2$Fzvb{;FUSgVF-F_BM zfP8b3)ofA{Dkf`yNke{Y0WohZB-y&f?5@`Y z#f-fAUkZGZ-Rek!g2YTHUyNe5+A$5kdpx{~G^NU5{TRgz?Xnhs^>u#($%qp(sXD_J z#Ef;hGen}y$6O9EYofOyc1QeM`oaYx??#U27Skf~I)0LsoA%lk{wHbTLn2bw?kqP~05LCKAQe$!8V|K7gw**2 zo)jGwOU$VUJl#Re3)e`hUSe7tEz5@!K;|Y%3KVmZ-%oscm3$Uwgieknrst|o1|X*K zLlO}wrq|M=GeJzNd=g`enb$EJoomtMvKok)TSNjpV&)jW#M1gigXbV-@f%VSDkf`y zm9y{bftb4GBwM$b!TL>6%=n5HS|FzEcM=pNW^A+ria9wcYA?vJ<_~E~mEq45l%d7a z0BhJ|j%={@pA6!}^foU23_iSV?mJhaOn$y_Wvq=3$w4Ke4R?i}@+@WSCY-|G$@=J! ziYR3s=*=Ag$^>`iNzqZUlxcCY?LJVZb5D}0molCEjqd=;j4~lffy%U!&2xsx{(+nk zIysgyE|vxvpv=-?BqCCotIoz_K$#=sNsO(Gd>G??jbeHIC!ov;TN2<=Mj^WdmFc&# zAwIw4=WJ3Estjv@4^;Z@0A+qGB-y%^>29Qo$_zBxUjoYHIFg_sWk#P^hRSr+`kD^P z3|&o{Qk99#M`b+Q_r|}MwckiG;*=TRFLDCx%O*QU{=YIsf0bczGJ6!$nnXm38K>qQ0%A@ZM`CO-jdU6Jo`g&@ zE&(yWPbC2!F}tiRMKK-nK8=8V+3VS)Bvee+0L{BUYz1O=UQDuei#ftr4aL-#%dA8( zSCF6}G4e-yEXIRm#EE&pyHO5^8CCYcL!!*1 z=Nw|TIdmDt+-Gck7%rIJzsT|2Vp_h?LNS-!Cs?<` z?Z|e?T(%Vn7qi*3L6%Ti=)+y1moH1qL56-Efw_nsq#{bp4#zVSAa#8oPl}F;C1&yW z@W&u#_z{w-mzdvGjqz2VaiJtBP|WsAM)!lWNZ~YRgieknred?&2_R-#6p4rwbIGN& zpCD#v9Eq{TJP^jX_vH75o2DS<$Yw?5h9t(tG{!Rau*Bh+mim*wI@R*KY+VJFJG3J*}AFt0F`wI zNkx>H`3qx;K+I3UJSjRVmY7Z%yYViTOD9RHUSgVmvcwP68fQsTpqTCj-Y4KJT6d8% zLMO)(bJz5Fk3r11BoYxR=I?vW_kx(^H%N>v<{Dkby(h+tYBqqFUvHBDkC>}sKA@PL zvTyVUF$X*#C81)n2G}#@@_Z0;b{@&rE#}U_%~8y%S%&zjT;(MR3KFwnjT4G_Zv1Em zkYVRL(v&Jg215q9s?zTurgsI&h!a!!i%vTDa9B3-l0=#0*TR*F>%XBjRCF72SLi9v zQf5(4mCry!v*x5CN}1pJ%Pk@GL6av%N5xWR+@64burC{;LsIop=IQt2>j8*D1CkV| zj8WI~PatxyH)n)Sj-^bny`?cIbF4p!h*T!xc#bhBGt832*vi<1G44INU#@5g%FG)@ z0zArCPAo%Zx_PDa24#j$BqgEBum(7-yZjk_wm@U4QqnJ}BjXV!xs@@|dp<=QI=pnb&9mJfHOR{x~ zX+E+giaBcU;NI{_HoK4n1&OHn=9rcy2LU6sh65%nd5S`ytOxAQ7qS zGUq+6OLGNxL$I#;<;@q8xs?5#i_lN9-aWtBLM7-OcZFWQEHQtSPu>O0O(`c8QDV+& z*#ciqw4sV8MMuRFvmj{dPZ0CKZ<4B)n2M&h-f#kZmB00G(FKY*pn9tzMDmn5BXn{s zF)cK!%0SGgY9u03%;4E+2_WXZ)+ELj^Zm&pbS^}%#d;9)Y&#O*5%bypuUI-gx?3)Y z*|-xa2^EtyK>x3o_JNqD-AT4?F$2b_qnL_nYnOnSZ~Bm+ATje-tVJ2Rp15!i#q3X- zQe`M)$gtOY-&PQ_@lcWxC#IKIe|+Ouv*THn5@l|D60VH%!oB~2G7*v76?)3Elqtz- zwGWhOA44jll)1Cvd?KWjFY~16s94JQoocBI$}CJFsd_16FnTfm!E{gtNeWcPF+WZR zl$n^#8KIM7DU*A-;bl12nvRs5>Y#?I+3BtxWmkR;Wx)M6x|7GfD35zspaMGTq0y zqB0{dB~^hke#)dNRhccHaQ~6+zqJi0Grbwfh*PFf%R$RwUlv`e{Zpb$SQ*E@?Dw$6 zxG&2nGf9PWy;TJ{o_k+5)AWu8VaUuFKDu%)?-v@1_DJ_y7Io zH@IB5n88Zj@c9It{kSXi@@0wHc+K%=z+Cz+QV}KQYxM^BevJ2lJSjRVmY8AMm-9eO z!=ofsFEMY$#q5O>VBQIm6e#8(b!QWZtU1jYp_5~Y>7W!50%AVCKq4Z=)Niu3C5ZVa zfyCHi`h>qm=dLeUguh@bzeWN)V!Gs2V`=R44R=Az12;)YsF-V-d=0=!@0iKg&fZHt_5A2$+_x-Ldv za9v_I*dGBgExbOrmCWVG-?<3=B>TRV<3_01`g2$4<;xONS-U+x3UtU`QV}Jl_Ob8y zs*TV?JSjRVmYCTeO!t78BaV|)y~H#*zq9~OfCdpHDNxK+&wRH+Wd3>12%Q{D%=HoCH!n$0keI69Hlmn~e_G848D_jAO{p?` zVaPDaEH4(s3@#@babnIrrL+)ySkvogZ;3MZzX?}n&Bhcns3iB}uFzASrOfQ?mnUIg zmS{;TqLj(J;DtXRn>~srMMuR_=Dq%ud7#X_NhDP-We%%UzXl-s&Ll~J%8XWZX8hIF zo-;xx$5Q6rl1@uO8H1%HB2pQpR;Sm%zRb~u#MsKrjd+hX*xgz^7nDidNCG^{SZn{m zQs38pw?LV}KBOd68P)*D*v**$`!c6pBwM#KWeYS>nZrHP@x5h@4v?TAWqRLqM`aep zdPagWPmhtNRAoZG;r_#~N?Qe#S#pYG#3^&nc=2l3m;Jh+W+G9>zlvjDHr0I(ev*ya zH6Qn7pRSPOx%Xu)DuZ!f=Ao362J3Pml|-bjOY16JmnjWCH3jRETxCZ{=5o4PxR}RN z=j1|V_Ga!1y?j|>P9O1d9Eds1msCWFxv@{xN=TLL^1n1&aA~mcKnjCWmrH=;T;puDn{Z0mSTnhD1b)nNn4YPZp?(Au+a?Bf5M- z=U!CiHUcqSu8;tam>PC6cv`=%X@u`B^SVw-Ld9ea@JfpqV-RzF2Fcbf=G3KHD5lwu z)akGde%6ur3Z^BqDWPWPakh6rTOC z60D0bZ9H2t7oT6k#dLa9;188H7Tgtj`Le`(Gc~IhFjrwsDx$^-c+LBbg#GG4vZ2@4n(vBnrikXm=hIbclSi~8jlVge5TT4wA#C)-WL_~@i zQ!)N9>@oFRNsKL~U&Ln=Gv37wzb$F!Ndi1#UW$^%(|Up4ba&We8u*ctP%&8p?A=p# zIfyxY56RXo=H8WUP)tn?gD4PlLJ$cG64QIoW)#z=^SH|(LqRBMN|izR7cQaFI5#s8 zGd+@I#EJRBYWiaEVV6v67l|^@ehXK|rF*SBR05Q^EA*6SDU;UlS`yGuq)IBHl#$=K zw=<-iTk)jms94HW#HOzRWt`fPRK1jWqj3x$J6xqlk^+_SoizOdP~~sP8KIM7DPy@= z3E#kN*@r|#Dic=X*&3AjU`}FeWx96#g37dRy!aIC%O(sZ0Ul*MW#sV^`M69j5tO+z zf|P_R!y4d34hw;DuOa`i%CYDGKLM7slmRicGOQ;H^xqJI`?5jn#%ja4KHZZX z&%H1Exa$>ulC8a@Pz&o)u$@GtuFG4-y4*^gYzNj&KB@035i@?1oZxR5%FagO9d`%L zb64o)%M#Pw=9M}yS9OV0M2VRk_H-7cl#_Wglv35OY!qiLu4>iL691Yo9%y z4`N<_PXat*o*l1%m;1*J0h2&Xxi6$7R7}ed~Q-E^Y*=h!XSX zgp@2uEf~j>qN8GoxpKJuB@k0%8cEelOpmzr_-KjXIV34i%)4Q~Kfzh#u!u84C&v=A zm}!Dkf`y%etS+0Wqt0kZj#z`fX~5Vs2h@$_T_9vY!M6iD_KR5cAdT6ipEGPcUgp zm0^!8irGxrY!HaKH=Ja|iRswie=vyI^WfZQi86&g9Aau!TOf8VwB%O7x!&XiIi6e0 zLz4<{kGajyBp%i!A(}*_u1ldDu1n9j%~>F(fA_y1!DGJNFpM|R2p<+Ac*O_oW$5-u0Hnz#gs3+`y0gk zzM2Gh#MG;7h+-;svs(*dws9vVp<=QI=(P3rG!V11FUi&|=53$$DCWk?pWA_$jsYYn zNKD0AZ`@z>p!MkJl#e1$7> zs#W7*P_f^@U7@EuOPOvS$M7*tT|7xelrkHiHHyX5{MCE)a=7!Wp5HV<~f8;aDyxb0LgGL@IM$b>31?Cix7Bv6boH zy#|#Dk+W+D%AATJ0Ul)pxBx4)xLNk*J9qa3`Z!M<## z{JVP+W$ycN?8};byny>MnPD?$z`1U#MULm*mmT|01=r=~flqF*F6Z@0MC!WSXRJ$y ziQi6vb>HT%ER@V8e7kTlW&HbIfy%69+!cEHvc$Z-X@D~@=ee3xM2V^WJ|EwY@p=PK zijImUX0NyJ2ZNYJ-Xv8oF}r5>{{bgJ%k3m7P)x0ZUii(vY5-@1PL3s}PwN#kLCmfP zNkpWWn}+OC1u>rnlNejfK2eOj^(M+TuLUu0o+JStG3E9vp_tdg^hbf1nP*5zsFpqQri zC#qmy=9)<|;>2vFyk{ba8TG07qePjs9UNl5x^Ni9H0+vw2rd}^YH~ccm^!wM#}f?F zxuOW`QX^aPZxB+~C9NT@OJR8{EwJv5)5Z$PTsH3%E@ro)$K#>m=E_~6moH1q6*6rb zftVJaq#{a88S8|3kP6wxlcJ+yiFtNH!$%MKN3D z3?2$HG<`^#Qe}{BgfcV@ev5zmtH>i6abgxW`S=Wc2q@dq(Bpr+~&RfQD$o4OIpVoCD5s}ISgez-+GRj6I##W}mQ^p-` zR*p(1K$%@8B*3H03X}g(8NItFn}RY!29lCcWmp5Ob)O#x%0vz)*}9ccJ*`kxDCqa+mfbKWu_{kG7Y}B!6yr3*pZAlWnQeVy#V{N)Du~a zCCVfOaO}%ES#806nTq`GyKt`0j3UQ#@5}yEX@TD`SPhHRf^~68AQ7qSlE7FOb1MMuRF z)4t8=U=Z_5Hc8b>%nz$w@XvNDa!FF4m}z4>oQJc>qmVN~C&v;qew<}0?8{V2NJONV zQ69<9K}`AgB*qqVaBIfhdTl&qI)Rwp;So6!Vk$uxt?X=yy^QDkf`yN8e@^ zf|zGz_WrwC>K1cyh#rcmUOgiO#N44sf`Y_Uf8mE>cBruL0WvgEB~7U^#3-SdV=T4H z;FD~%I?0F=bA!240f<==`Ms+|nX`c$Vt(r9jbd7BD$j*;{cSQio?FZW=9?blwZ<92 zy6nv$5vl8PRvFjjyk*`)u&!)ln2}^IJN63~^RereJg6M^=C07omnG)!aaWcCb2-~c zMU4gCtciG4-lUo!|tp2qsB^Vm|0&WepL_FwO{_ z981g(L0%;wW_l!vh!itUKd3v18Fhig*kZo0W!$ZIsKMErAZF9cB)}u)h`c5!=9epZ z4j`uUby5;4CToB?iIFKFX1`35ty|2Hlbuk^;AR!OLCkkKBq&JC!!Ng?n0`CcUx5q; z`J^dT29?GrgP)3Z28vlkGUCJx*pui3KD7QAYb8(vmTq5KD_h*BnS;8f-)@{kyO2uiSj$S8-Qr9LXrZN z2_M(<3Pff%=Zw(Fv6Lx^F~BDae9#~fk;*uw?dk-|By=P(wlWJ3G461i;GeDq%8cns z0zAr$)mKGjdN!UK1j=~yASI#7um;$pPZJ|hX1giL)~(Es$j+!tfoH#Ypv;iLBq&Ik z(#-9sOw-V>!$Fxv)}$#_nFar$GDdT@{sv_#$B>LTW#ZR9=>q$*<=euoCCY>x;@Fp| z7rWxVOv7gRA~@I60?F~*`?99KjJNP8E-)#DbvYhPB2w2Sgt0E&n#>9V>(ssTCrRe= zEJ(PR{+|7#q0-WyyFxEtmY5$;B;zykT=$X+lQ|ccC5}Us6=j>rbX16OGR4pNFV)PG zLCi5hJSjRVmY694s%t^ad7&g#FEKyr{u%`*z@^h9DNxK8FK^?$a%mShBXn{sG2c8p zQw006@GB%DQq1{1eEdPoT{lRKE#~kI%sbqU&%^IzyWb%J9x)@^sG*ooEvDcTpUiSd zNvN2t0jkV-cn-vDP(ZSEi>V*o1;w1+rQ0hIGr5=q1&O)hia&}u#Kx2aAv$ZR`5?50cXaYXS4CQzi&>FfZ#bfTY0a6Imt(p NjJP=kZ(6wX{{XPeS>^x$ literal 0 HcmV?d00001 diff --git a/utils/logs/study_0/imagenet_resnet_gelu_jax/trial_1/events.out.tfevents.1707988494.d268d1fd1c41.1498.0.v2 b/utils/logs/study_0/imagenet_resnet_gelu_jax/trial_1/events.out.tfevents.1707988494.d268d1fd1c41.1498.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..8e1e87b764d6bc8c2146baabd1eeb4ad64be76cd GIT binary patch literal 1378 zcmZ|PT}V@57zgkfioK5?EhS7#v^Brxn%`}i>1NHaE8B&YsOxMyu4Ct8oO3o?Bq-jM z(M1XoMubNAkwh0J*arxrM0OD*2ni9WWpyEX6N$8=?+$x4&+U7jAOGihpK~fT+t2(b z>oU@4I=cMQye%!kB~lD;vIl5hE-!ZIK_}C^B#14n&}MQAB5m@^3~Qp5bII8zGBPa& z_iG;;v9>gxJ|-k5Q1Hs}F)Matvk1(6E_e+OPx62SVC9#;tl;-6*KqfHkEav>YyysY4&Sf?b@ zzA&M@Oc0)%W2qKQ^atB7q0O<@2TFczlp!DTAW>FkQb4)gevxtq!%j>=PC4NW%yxE` zVyC$zr4e<%Q=J^h0@!vU=fTDAn8(<;&-ydixLUjV3sp_4Mj@CWIY6 z3Nlc?_N(<2#_q(LS5eJJ6*GbX4n$y)sf3-WCcZdUY#7oEP7b4qITb2}Vn~UAct7W) zZ%~|%rPXWK)SW#~jLP7+Y%^nU`TP4TsBb|94Uh{7GA+rwChn+BCmYO4Y%&viEOQXXKQPV85^f@lCn#2N-R)bi~$6y(qZS`3A7 zC=v~wvjn%;kW6O0-_z1pjk(|&KZI(NRIUt4;BX|z3SKY6dkImgC8pPEt7s_0;@niz z5*kTU#l8Oo9aRJ}Gxhv+IYyFtSH7WHor;`*e9-ztn&y1U_?>RS&&%OU*cIpQ_;BAp DQ#Xb7 literal 0 HcmV?d00001 diff --git a/utils/logs/study_0/imagenet_resnet_gelu_jax/trial_1/events.out.tfevents.1710367059.85538ac1f6e8.1498.0.v2 b/utils/logs/study_0/imagenet_resnet_gelu_jax/trial_1/events.out.tfevents.1710367059.85538ac1f6e8.1498.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..e3b19c3be39ed547fdf013bdfcc721a536744aff GIT binary patch literal 30301 zcmbW=d0YM42l&h?fgp#z=rpzSOnpEGAHKmYRmyyiXU%$e^q&pd~P9QUW>vgH$roLs)cqKK0Itr|@V zcJmF;vkCVM2sJYtsU__Y>KPCc80_U2I8DzzFxXQsEY#Oe&-2^ghqz7)_6_w6uC#VJ zsau;?op#Pf@~p*R*KcWE+e_O@75oB2Lad|>>NJ(>py1x~wxwM|sYF^o#NEx$EjUE? z-G_HQYHQa=M?aOE?@(LYNvb84cn7z- zTdeBaw>D#){sa8z?*=wQPGlpwvMvSN5(ATUy`brNnU! z3DcE!l{WcL*nf|zGksKF|IokCzcxs2=h5AgfD{tcQ)(zx`%h3nn7^y%bT|JXKTk63 zaw7)(0jKKO@O_g^Y6G8?ogFL5NhN_@rCp?rLOnx51!ufv_9at@nPP1o2ZO(6ABmC8 zA6d+QY5i%Mzx=MT=Cw!Cs$;6Nr0Nif(39#)Rb&xNl%?iCIGWi<7S7bKjq-PCJwj4= zibQpgwv*Ni`E~()pFT~EI$1$^l3(R|n1JtyMrcFa*3 z7kJ#J_An|Q`=m=8uag{8sj*b!+eG#c^K%RJ^l%Lco8<2s67p}JYpAck_`zAV+;_8I zZK%CxxSM3qeG+OYHISGssPJ6=aTJV2k`IXxSIG5;JI{IV zasHs_;_k>PBtnIIB&BFk?|lX+s{KhdTQMrK5*3k4udM}z@^lg*u24orXw)VrPy|L# z;uKP$Vt@^$2wa#K1d75KQq5LmzNc2&&Do2ULE*QOM2IWep+YfadI%`)qy}(`hC)Sq z3tADBk_U<|*`%7S(BAtB$D)JfvCE)vIZPtN6$Yp{m!s_f3RTTNIfar?@x_r+$d$cY z4~oT|Ni|#HT|-?L4?c#bgQB_@i4a#DsAzTE z#sd@^9+C)gMGz{~BVxXSV(P9`PN6JR^tGcDRTqqXL2-B=sb(wYJ)~CJ%6VH`f@1O^ z5+SaLLd9FXW=}zpn3u~bRD_BH5tPE|&4dM@2tGlo*^2mAA8{;l$0>z^;`jv;A+A`2 zivF5A(?K!4^GQz8RH%47fKmkR-W?5!n>|Q1Tai&&jtc9FU2>pUU``^$6)RAYSFdUf zC?q2;bBbm{MU^R~X!ljw1QauzNi|!clSXxerE6Cefx^~{M2IVrP~kc#xeyd{67O(| z=0e30V@gr4*%7>7T;D*d*@})X)V;g9wbMaREZ;#Q#1$J+(R)^x$)LEgyPQ*~3Kip2 zDMj5y=kdCzpGB(KiuFsVPf44u48yzL)ZH%fG*GNqM5@_}?H#EZbzIqM2q=`| zNrbrKIx4PBS=S#F%@Zs+g(gFxMJamRRlu)p9Fs{kTVd)!t+WnZhsA-SY8#0VSCpcn zj`LG3Q1ne6!YNt{70u}kPKq?)ZbbVm-q#0a-ENCU;lBoZO6ki#!%bhKC81%<_*vp7Y2 zp<=QeH5QkAd(Q?%w}qsdt*DZxp8TKJOUnesr{yFD5FB#JH-?fy{v#93!|Mg{Q@W|mXio^ zMLSeP4qbf{6w?mepg-#=#@zD;MST5d->cb*IYX#tAjvBR9tK5YWfCE-=z@xOAGYRz z!mv#ZcO2b>iu^a!SmNSzaVUTw#EU$Vpl5posWWnNxHZ zDqcOI6sJ-;Ob11ag`}FT7;}zVX*}61t7YyYThC;>md`eL^wK5#WqO_P)vlZ%{s86h_8b)tH z;dYlqh${x6LVNsB3s9&m9mgq*gbJ4jltMM`&k9gnN+8v2#Xf!N-n}@ZMFT2CUx z6+=+rAG7HMD8e3jaf+ToMcP?PkuoQJ2Pl$XkZQJKvIX@FWaS^)b3jqAhD3-fMxa97 zC~zJqv~)r^MK7VE=_^W+;jsK8D2$9qHCu7EA=T4fN*sI}6u#ypLR{g1io(cdyFrnr z8_6k*g$hIZez8t--6l}{V@#^qiq-Y0C;xND87=|E{C*@tT;YU@)_(=y{o>i+rJTY< zsL)NM#-fjzo*F339Z5A?p%y@mMc52qe8PEe0*Me;IHRKb&httz7Al%aoWfM7m_LV7 zIEC&W1`16bQq5L8tt!P&tQXbXu^ZfJNFu})6H&3G$m>r~gxIBUirzxS-+xmIMOWKo zP&^q;s@aO0=cxO|-)rSvVMaBaNFu})9;le1YJMLSDT~uNg_%&XDw$GvpGq?WMSKFO zW-BcBQXPoyU&;6#Yu0)aA+GR2g`Dw~+o1Sb?;xiz7b*^4q7)CG@8}E)TNP5xRv1@P z*G2Oz+ZHeuDjFn0T;YcbyH3G+pfDMAhEwzrDwYnU6yx%$v8Ro9A=PY!cLsIW8(q^E z-&p_RNg~7*L8v%?Z)z4O!UL~zioQaHq8Fuzs9)p=V=-z5sb(umo=_b~)UE0GJSuGt zi4a$WqGHB_u_mB+-TpqOun;N^gi?xw6)Fax@aj&g*$TgF)Ed>sBEbM=R96!cA+DH? z3bpbtk)S9vuH+Q`go<`IDa9`Rl2M>2wXkzO5yC(CLR>3sic~%SheIS-n)}7ti$&Pr|%;X;);2wczmKb6BPT4+i;2jLPgj_ zN@3L7F&GpnrKFmzxIBh>269-PNs#1)HBkzq0<6vo2Z(1Z)I5h^lXQ;K;PXYT=p zUSCqpR`~oyt+XRHABh3QQyUT?u2_N!m5J&3pm;uK0H+uzRLpdx6uEl7m7q8hL#o*d z6P3GoUFg3tHvvWHDiR^CScVGsn$nq|xVm>Zr}#st_~=O~`dXTlfuivtQq5N66j1LC z9&Fcq94HQ+BoX3@SX9jHlpPIhs06s|CkEF-%G# z#1-+VNcEhq0gC=gq1-YyS z7E_dCIK>d5;-wj-h#2;K6)4tfkZQJKQ4aNu?`i@x4tn3g<1a$PBC1l*szFF zq+~|61I3lWq?)Y=XivSv8F0f(0TfOSBtl$~Oetcg#)0DH>_ePlgiz5vl~OFReKZ9W z`in_5Tk*)0>S^8Vn&Nfg6GtM%6&q2Z(ICef6a)Jea0+{&BI3(Ue4lnlOq)}nu(c)C zY(<HiBaBnkr7=AXLnDrpCfK%wz>9yi!OtTQRGQ8jH=DgXew0RCx5F6lNU?GC?suiBz){k*BF=AWQ36JOst5jU+-` zu?rO)5^H*ZqRsXO0kWqDjzYzwxs>Am`(=ipF#d;BvlU|%sPDT~ml*v6ioUrdLR^uG zimn9>w}V3YLUT?rMySZ{PbvKS3~B_53niqQttgvwAMf3YTU`c$!te=+5Lcw3;#9`y zWuWMz)}B*12^BVWl%jqA`7J=<+@4gk6}zgb8MS_O|97BB(;*S!igZ+z)xGc@6qY@^ zbBeJ-#lZ=b;%obewV)VdL8{q`D0AxSmfV_&?>289NFu})8K{^UY=mz=8rb#b6yt=7 z;zpF>(wXexpm1{_)ojJpxm0Jq{NojTs&>GcM2IUgQE|0*jt-1Pcz_M37%x=xJw)BR zn|Hj1-*?}eL8{pbmt5)%iajpRaV#?Ck_d4{7Aj&sD&adhzM=MkZQIf zWgPXnd%XUN^)MD^>P-HA0OE=RsMsYb#j)5>FPsZ;6)GB9Q)AIM(|at8#ZVPe%~o_i zP3>8<+Bd!m6azF!gt+1mDxUY)^A5%$`O;iYF;S?vR*zCB-3SW+#lu^qnypCvOnqYA z<=hnCxXXV+BE%K>sPLYW77vP%m9d<{O{l1c1z|Y{h49>RTA=HXGi< zSlp3c{`~;N6-QBVpq@D@&KIubLM90ngH}?C3G0R|hq0J^i&V1}7Za$Jc6*^#S5Ulo zNFu})$5FBH*iiibVt(QdPT?+8w4}ddUG=r#5hy-yB-L!iwgT!q*7Y|O@Y_kZT_i$W zaS|1GC)`qm85MOolT&yI75&wz>%yzS3jF;=tTV4>Z07Yg@DhITzF_}g4Q$bv7tNQm9e!SQ@%L3H9i(=~wOhLl zAG7R*#D5u|ArAR405<#y-jg~TATQqzSS5p$F?L^Skb4Xvs`{FL17xkdH7RF9{@sET zAt`>7wgP0o5}zRsnQ0A>IYV_@0_4%mOMlBCw;0>yq}|9t$UjEDB><_K&zG|y$xA-r z=M3+*e;fzM>{vcS6cV)`Aq~&Q>H?&$mg{jDE>htAnNJ5q( zj>yb^o+bd~jwzoZ3X%JOkhn<-r2uh|e||#-InLOSV#bag2vNUeeGDKY8}sFCh*pEo zI3i9725JBaSK~88A(ompFtyqQYV3jiOZCoFJeNThw)oM`tXj6S@o<(Y&X^BN&-BZD zkjU1oj#lA#UV0pz8e&m<-OD!3&AQ2l{A_R5XkRBhr1{Mf@4{A-3J>|TA8pRM%3v-Y z*Tna23}G+LhR^w=|7&+v%eCV^!A_)#Z}>#~`Ji9jqg8NtZQgE@x2#R=qE?+K zdDVqa{rM)X-sh&`y;kMG`RxO0^ZuEyy-`wSz~}wiF0F%$`@j`lcTc@@ur3@i<0D1a zg&+f57b44(@4}wFudMi#-`l5EDRyoStd$eGR=treF*%G)N_q^~jI;COM`;ku@V|TU zMQ~0USnwI5=OoG;&&kTwO|}3eO=Y&y;%}Q+r!sbxI5v4TLYiOH zz5|eA4ZfTWX}pDcXleVXVKhMYX!9AOko<87IjFH979ghYl{(5G8yVXGWbLIOi5`wB z04Y~&M9SHa7dCfr-TF{|Qym~}TJag85V@HMne}R?KR~+OT-{p+NnreL`>fqc91*Ma zi`)RB`iL)QL$+O|Ae%f5ngQh8b3Q{9vT+$g#wV3(0HjM%=Mgf)ZbWAu*9(?G{?h$nV|1nf&#TIm zoM+G&y{+PdL>i-M=6!L1b*dJgfyT)C10V9U#%Su}Y&@hjb?Uf4W3)hCk=TCJ7*!mw z#p8N-H1|C;Ms^MPr2nfiI_uPI2sB20n(>L^jZq`{rD#+=aj`MXBn1sVM>dlLjnRAi zAk-Cn&hmlA=v@as<2M_l&!a!}gvQ9A8=oa?jK-(W!+s_#^K~A~$0|d<{s)bbQfw>+ zJ(w`Z2O6UnW_-}EHb#QOJ9Mvp5i~}7tohWRH%1=L>#;HV$4hxNG)7y8@Oi)17_FGl z7aF4(E#q#&x{&U`M~bcsN$I#QI7~R%9vUMH7e3|p8lyUwoQJ?#>C)oN9N7|6#rVx{ zWq3T!&J?$LS7C<7YxCvowen1h>v)yS`eT1GoRiK5e1_;biQ13nL?h+%p8&~uIwDC1 zdC2&Y=BD@0c1pJNtz6D zo$;$Wr`;5!`Gr$)0NG#3m$M-UT(2OcxOJC)0I{y&GejZzHxS}feDVfBN~_&Z$ROt! zKZ7#PT#O^4neT?T;o`4+IUCYSat0w^V?#UvGEm|{4nY($u^b^6UT8T2B&($2rVNtL z_}$9=Q%ex?K_|T*j7aVSzMKt_x4MLo^6rht0;IBn&k%*keL%>G>ye{j{f=>K_ErYj zWc8zdVtVcaJe&#n)mG3?*iYeuMEZ#dvATF(x@@qhgnr_6Fdy=>e&VeQb%q-HXwQXy zV$4iF?MMB@;pHZHTn$Dg6+%C8YYw0EfAteb*Z0@}{e;m{K2f}%(2UrGr~O^eAa$5Y zU*q{4*-R4j6aF11psvlE(|e$wuvyDz{ANF~_rezo=qJ3k@L9rs;$XmWYy;Mvwzv!P zapG>i{s;ZU(S(Z_G|zpO1N0NyGx(ri?I#3>*XS=tIp`<)9N<%b-cK~&as>N{Ue6u| zK|gW!IG^`R{lr9`AE@qVV(m1k4CX`yJkQ?5mn5m{9ZrtIcvr< zSS#%!KXOYPw=F=PO=)2-gUn;RkDKSP3?Y6?X08B;)il1G4biSk-7Syjv^9khagX9NL?Oyr zI3gWeE?WYSi=C6bWsn-iYoK9L>Kd`z-zO0uCPsWY8}j^MA&!Xds=6Nl;?#%F5QUU> zL&)gHEv~|iNa2CXOc^BI=|_!`{&wnRsk_sgszPH_|2ZEd(inAkpos%~e!k{TXpAD? z@F72IjH)+LZ!MS9(XfQZXwVlv?MIE#vUqJgE~9(A9djOv@JD?nou zugzx(8>6Ob^4O@4@t7}#`PjBQU;l%~=(DW^gLXeVJ02RNg+2M8Uu}#8hnLr6h!-?Q z`4)WY&l{u4iI1=`a!;Jq5gMb!fqdStHAW-vVPn*`(@gwkdfjk7QgmI&H^6nFN3Ogw zG)Ado_>|vkjN%Tjn*>wBwrMkR@%+M+(Ae~74lHyxH2C^o2G#SpH5@=eT71gyfldzJ G+TefEbRL%g literal 0 HcmV?d00001 diff --git a/utils/logs/study_0/imagenet_resnet_gelu_jax/trial_1/events.out.tfevents.1710468766.27b2a9c22d28.1498.0.v2 b/utils/logs/study_0/imagenet_resnet_gelu_jax/trial_1/events.out.tfevents.1710468766.27b2a9c22d28.1498.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..207c1b338fab4427bb9105e71694b9a3c1d1da21 GIT binary patch literal 173557 zcmbT9cU({3AIFoTk|ZM%6(J;)k(Et$NXTeYX=y1Vp$JKKl!PRNtVAIzA!N@evlI%E zgx}Bo_}_g~-l>v5mwocq4d&$%NL8OeW-ZuftyC?gZNr(nUO0UC8}J#C!a z42JkRxOw+79Iva?(%Zq!%iVLPi~C#yJ9ke910QcE7Xybs|L$cq*VD<{!E>Un^(+0q zXQ178~#Cwm)jCwJiiwbh@42c)Pyt8UM~VXJEQC|3Mk ztH*y}`bzDU>Jee&Q4OPy%JJ5%)B%5kWcHrluehxqAJkRJP)VH#a`SPua`3Zp^>A_E zr(MQu&@dRPWBV7b?(sM9ZQj)>iU%6=f$f#_lr>8>2H+l^yX%Y zO8R_MOC@b3d9Obw(0|Kk)Vt;bq5Py~=f1EEpBVAwl4a=b{r{zG|Nlk!XZrukshzM3 zb7sF*>pbM|VHCV^OjNY*#pf6+bysTkXCb@#xY&3**jst|*t$A-dHp}n%G=3R{NTdd z)eGtOH*}nXuZ?2HKt9w^sk2feGW7rd?gDXfuI=y`L&`L+5BwYF|JiMy;`iZvTsI{n zr6y#Yi~FouPHwXx@lP#`UW)3daozqV-oG^cjpCYde4=h1vPB5(-&iZ%^Gw zQK-mHkOzv|H~4BcMdMY)NHMF4{$`+1dB8`AQ^?>oCVq9p$v~m4J554SQ%KQ%JVjCe z#;=z^ai9}l&8D~+`5q~Ho1Lu(6qkDN5#kj6kzz~-hhIR^fg}e}{8nXSRPnP#BHlBg83UkivPO_6wl6cWkkQqLz?Cc?2~V=aWi9fFkKEU(Kdi zIfPnKJ_U2@1I6tOK0=%#4JpQc*l-vqv=zf76t#sE3BD9XgXm8)fnrfZzM4(3tUGmf zTfA7|4irAk`3P}}9Hb~O_8$)v3)gOyP$&o~HjJexCM@1=02FbNd^MXw>my~LH+#ut z07cO*K0=&AW&m7yTp|nnf#O50JrW8Rp`y z6g`^p5#ki8NRhKOaXC=bn}1Y7p(Lb8)}$!ropOHx6eU4?HJf7liXxw+CM-qy!ZR&K zA1HbreJ!C-5mHQ|=i*cQO+SF*+F8DuP0=lcnv3iaN^(H)_$nVEPGOA{H`ERd1B$aM zpClCZgcPUfPOGrdWH(UMZ^~D*DQ5jH#JLy}*3C>JAx;s96!!O35`f}KqdKR#J&XE6 z3Ncrl35A-F!lFAx z@#0cqE>P&a;j7sc^J?edT*Td(X9yH2ANdGzig2V*J>*~q6z4Q`B@_*W6a!~b6!IZ4 zzCdBshOcH*=-#5PdS(|7BSnY-A0bW=ffU-8K1Kk=%HtG6itK_@fH-t<0MCWpm;rmuVz!|J^zFhc`?y4 zK=E@7A0bYWh7_MSuQLLQJOd92MN=U~5N#kw_Fh;G6pwrI)ohADd+K_jt!KXvDBca^ zBg82(kRse$=Q>d6r!J6CXb34*(ktrHdn0wAczccg!q~^k@P(v0d{BH3P;uKj( z@v(RCRiH2)u|h)8Oh}a`sf5sK1_;b`0pzyHbBg82lB8Atk z3?HBvvvs3{LQ_aFvjasDy|VKYpfHZ*tJxIBbE&y_J+^otP#jC(Bg83kkYe?@zG^`6 zvvh}qqPdWwEo~qVQ;Qb^#df)!|5dXo4)2k{EoZ}FolXOVUtK;zoFWe?B4h0z0Y%L6 zgOcNDA*2}InwpEy*Ei6kQrGjJI53UEa&`FQyhQ1p%BBg83+kV4nZGt~m`9cXnQuP-qJ& zPPL&ZoNAr40t$;HzM4%jbvrc|b%)%o0TdBwe1tfK4Bnto&FF{sFYHwAN+@)M6r~+0 zif*$F?*T!er;tO6&?83YVJ>Da&5=;F6jDs=Oi}or z%a{TbimUl*HpTVB)QZ|&@7;T#SiF&s5T{T;ijUr}ks?d^y@aBbkfIq)@wR{c1we78 zF<;H57}=EC;q-41{s<^!wD<^d3T332=cgG5bJ2S0cL{~AkfLv0YA()ds^UKFFMGb4 zO>wu7y6O#oQF{+iv~lGl#3@vfBI%Se&V|NG`7_+_?$$zz7&(f3{aG)rT<|D)@8Y0E0C(VmsF08fHBou9g6pp48h5R*#FF@hfp08$8oL)lh z{1={4NdSr%Lq0;Bq6t#iEuDyWCr#a3NGRG0DQ0|oiuVn)n{^lr6y5y!YBoiDH1+#p z)AfYkK+$3SFdFb^dJ)py+;Jkc6VWkYYz3MPd8$eQluln#5PLDcY=}u6idI_`L&)acO*n zIE5ZkB&lUA0E%H+W)g}HLJFJH6h*k3MLAOF@zrdKu$jN`+O5)m$OE9T?ZQWhQ|Keb z?Vx>&fFf+eGzo>ikfM-2yRWxXp9&Nu(R?+VqC;Ei+O47Pat0{O;`s=1iq1%pueZM= zP{!CDVnNMowhvx$tR#FEaR)$6s<>6`%ztcw{!*ydpW274nUluD^lzaYvKSD zzmNJzLJWiyg*1hev+Z}FC_c?svnl#UP*=U0&zjo-#j?wMggAvUQmit#8U_>&O_oR~ zIteL)pHb(<=sPR60L2F#zM4&ut47U5-kQK9py<|~j}WKmgA{i*HyR8S>AS)t6rF_> zsV^vsOFh*lDMRYn1`T^;+@&9e_B6DN;mQzQrBRy~~bCLX3nIO`B3ZYGIT7 zETFg_&R4T3M#NEfVdPH^+Y1!BTlffZicv`M+-2cyoQu>n2}M^S#cg`$-_)foKIL^k zov&t7>~2q8yI*d9fM#CvCLbYAVTKe(AL@4picf`^5{hm@iuXm-ihAnUaVgA&;&;B9 zP4WCIbza17srw4%BB93h{|-Q$!W=1PEL!#uC|ssJl7w^@QYaswD3&>VxDOOFX7bf+ zimsoj-+Ft0yi)**!EStnIK^b7_%!KyFi@lvzm`z+5K=hrp(tiGU9}S^ihl6bY>J`% zshylA3*^@V#kZPo{yPA1ifKqu>%QA>pr|qClO)7gNa2@3Q8eE4)(j{vP2sEA6yK)j zVUOz4_c-3yE3@Sz#3`(iV#B%~qk$sv#V-j(Pa%b+H$_ocIhpnfI& zdiTa3=3-F^A0bX*j}-5^ukQ^M&5i4v<#rEx2`M6uQxwl%9Vi2edjt4tHpRgh>e}7G zx#V}aszl)8kXw~#_+14Yqv*;);t=n%(Ovnf8MeZ>`ZtW%vI zK;d|Zj}WJDL5fpzV+w&Hc)qTLqK}Xw=^#bXt=G1%KoPNwuVzzhNqK@40jpgv0>$+; ze1tfK2U1MWnu~iNikCV|DEbO1-gTuYdNeXg28yva`D!-BxoqmHw>9AS3!oVNfR7NT z@J0&z^9`e6E|S;wl~9-nDdM+K6enflP69=4Bwx*@STUG7FLbrP;xnA-yZ8uk3O}UC ze6R?gM7>rzTtd-LND&Z6QT%E=2cJC{COhK4YBq&$$TwV3W%Fk~gt_og;v>W<79d4` zH$_>P3z;4klH=$vq=*QmC|WNaodR<)VIW`4rUud#dXz+B9c zb(c^K6wZbBREnbGZ3Fz>ZK2Fpvnh&>Q@>bC3>U5f3eSdogg8YIQUn>ym;w}|m(7<@ z3=&d!nNk!hKK^!sxmdS}uVz!+F{G~DjZF#_f#S?|K0=&g8B%m>+A$X>hNLc+Pz)AQ z=-#I&+C^CQ1&V~rd^MY*yTeO7yBE~zy$~ogZ}Ac06d_1)wPt<1-`#lR1_{LwA;mBc ziXuAJ0ejRlbH18Qu``Eywz;i>I^ORdIGv9Wr&x&;uYdH$U#yF7#z-iJ3Mtm_peP;{ zb#4rE(cuwa&8FDvOsy!#aMxIvi{80>gg8YgQY1&b{{Sm$pzZ+)#V{eoynPf!q0zp> zK=GgxU(KdSUqJoV%Qai=2^24S@)6<`VMsAG;MhK(_mN5uo^) z%~!K2Uf!oDWb6$LfTH;uK0=%#94XYaI;I0fv1z)5Vz`iE@@|SEI(zjlpg1?4uVzzt znNT~N+6OyD0mUXuK0=&g9a5;5eZ==Kt{=E9p%@{gShbC!`0A+U4HSXNd^MY5jS+RH zxZ$(#B|wpv#z%-#Y(R?6+s2@Q$ajA(p%^KoSmr}fjPGl;A1F5U9wVf#oFd^MZGV*z!)d+*TNrZ5-Qa`OKj zfH*}IQndIuSPyzs#Pa%*kg-CFTVpATyAd;tfFfZnU(Ke_Xihn8tLe>}0!7>wK0=%# z8Y$ko2Q~+af}hPL6lOw-9Dj;JUjJPupa`qo;=gJ(MUNBI_2S58=Vn0RRgaGlr-(s{ z+HZrrfui}u_LAcmC!`oUjH1v;tT_lMCd}Zg*%Zpgl!3TS9g4rZ-_PVD#3^f2Qye;uNt+@zn2$2~gA+ zJ4iw?K}gY--WyyuySp7wjGe+)vnh7vMqn-i9R%^bRO;M&v?QqWB;?fT&4mj}<;uHx;u~$a}?-a*H`ba1y2`TnCP;-%9 zN2r)UKM&JN;;&Xn2T^5T`hZ6bhOl^vychsFQpja}2 zuVz!+3ZkxhyE0$5hq=g@#z%-#96^d-9cml`iXA&5B@~uIie9}ais8o}M*~H|e!iMb zk$jDw3v<~wKvDA;A0bY03@Nl%cQFQv%)0Rsim5^h+sjYzxxx7dRviP1w;Fsko1%A9 zioz-NIyLHz>|#ZLtT6d8_#daf&pg z@M&822~fzr{3M~U5mLlnrFvBDZbqBoyzndJtJxGQS5dnMdp6}>2a0Q7_y}=|^GGo~ zZcGVKlurCDp|BNF=+38B)bo-rw}Il36<^J!2$!HbB^0RuoF^v9Hr($Vf7dMVnEXbzM4(3O_TB{&w!CfU@jIM<0Hf=(vc$0qelwN zMcs6D35C6o!e%Ws7vE3JIskKVFN?2cQ>>dpo!yI{-@|)JeID@<;uIN3q3t+tK73=Z zFu3m>ZZ5tsKIXOWP!?Xi%{#Q(51(kfv_@La=J3c;z$eWgr3Z}f{`b>vV<&}vRO}KV z%@7AE8w4NxNm%%3HGu5#FV5#c@)%!VI^5&}f^^%TtO_6&OQq#(kdo8XDgLob+eHA< zC{&su4l-{rfb`ZZZ3ZAC=f=qt{`q?5Q^x0Vp6pISkUmR}4FizfOQhv&kX$$Fo>I*N z`^o|2n>-kvh#+76PU`{4g!R&LHprAw)XShF zz2c4m$lYzy3{eo7G6ab>P_qS)vZ(q79LPn+2Pt~hi9?VdSA5d}rS-Nz!5O|^YBFt5e-7kRql&)F>UVM_9?skgUyeZoO>&S1 ziF}&%W`Qe?OK=m5#U_8xd+wvT2VA8gm3^Dlu9h<%($A~ke#56Gt$n0v6@8rbM!SW0 zTuWbcD28uoS_Vjy{^{$iy9Z~e!k0)#FPA2Yf1cH1dk18cYiU0UR+9A^X%4rN1m9;J z(=ZI_zRvAAsW5l<}h z*>T3O9@p=Y)>rU})}~9EU{KAgGZlvZJrK`sCwD9Q9FhiA^&72%!r$%EM%q!#8`+-j=3R?>ntCa^j{zubj|#^l+}lBr`rzl3+}I2+~LGYJFJY z`NO2;>|W`fK!0JZrP&e~6GIDWhUl0C_Qo+OTH-ziKwNvsT5})?jIT=US{sR{+2%I6 z*8ybKP-!_EWY}{h6r*hQ$8`W?$~b9;C`g(mg7|smb^{QHX34%BNDSjM01s+xL6C6g zU3LJnQBPXV2H9#%?dP{pI*Y4R-cXt$3L-NPLAt!YUj`s28@sROKsGSm+rGYFGlI;T zc4z^B{MMG1vq5Igqi$r&cqe7TjC|6QW{85sgd)hK_B(U|M9r*qEC&+8c+oa!!de9B z9(U_7fV7?>EoXytop}eZBsq5yYXOL!jWk0Pq<<8G3{cEF4N+kWpKL!{I`-teM$G4&+^jio|I1 zohx`aOJ^JUfEZ=8kp_u~(XpW>I4%c<7hOg%>Ld-ROpG?FB;g@te%iPa#Hfw2G_4{r zl7BoBk89VhqSGKo`}<3i{z;6w%)WmV#HiMAX<`Lp)S2?p{Pfr*u#$R@ljd+MNgzhE z;yjS_zIX+|~0$ZY-2y&y*3HqtDi7_D;-LZ1m$-XI6-QGT|xz5+3F85V{? z?NcKZL5w23r9o8{Bf;U_j&-UDVx+f7np(LS^)ugwV)Vj4`VEMY(Q;{CmBdJ9qkOO(e zcu8|eL^y(&pWbE!AaOR*ayE!Tw+9H)Q`z$-fFwCfGekkOuOZ0vMQ+{z@@-0B&G&yc zS{^dqs&h-Hen?&2rQ{DF!=0q%Y>)}pu2CQ(G+F_Oy_YmY6eR62g0wZhp${NS=5*EI zKr$JxK{W|ji8B(}ZIcFojI|Ml@(+D>sy}smi z=0MUI@2#jjqt1~RuA}z=$oiksayH1_;%5kA|6n7k>VElr{t!e#WXcd^;wrT>(7)ey zpJmE{yckfCPxK6?_IO|Qorcf3ed{L;67h)+R&8;DFLe($0iUoim4;O26Q}M`>iBV_ zWeoVlgR#=IihSa^n;{<8t_hkQz$X-@NR$4_CzN{S_5+{zU@c7)_lf2OJ8>24x!f@v zR#K>=G>2PB0-rcD!xHHRpI&kUd}5G?G^3h6kz>}s8~B93pEOJ86LZ^ML=9N#rDO@~ zQ7cedUx82j9G`_j<==Mp1fS4YE)A-xPY4cg_O_zM;1fRK($va*LQ9UiO|~ujsUG;m zi3n+4m3%_G&pz~tjHIU)(BN`nq>-Y1A*3e$MI&vW=(XSz279F`)$@r|t1%Ox>E~|J zAH}tpV~ls1zIUgtUa#}>$G{3#iIJAGd!>3`suPU;vm z?)*srIec+QI0q8Wc)VNIlA4iL+ce~0Mta?lma{>IPM|;>)D%|&$c%f^3{epJ4~Xe3 zHOT=G%evp=IFKO5^SJL;1mn^gHe%K(02$R-TFwS}u=_eLtx0Qp$J?G^U&aX}0qYs_OPIX*nCD?C4DdX|b+GD1a>7B+U>7$?1R~ z3ws3hh6~Xd^?8{b$dgGGiP35w>XEOt7aoSeM#~2sX^@B*8R@pb3GRA1Cltg;yS+4| zGBKL&`Wi>b+2^AHh|!ZS(zJ@iC^@nn9@m27a$i7P6 z`l!}pBlOCX?u8Gz7E{Q0GdmTLOZYZnP1yDX*UA|UIjt*^%qR=fw0 zUv|;6h~iXqB1d9C58kjJjG-e^v6dX(4_?_hOzjNJNaL4A#VP zso7`DJP@PdCDM?}#OUY@>Z2F-R~J78F^c&uO{++Z^7C5baW(mFF$%=UMJbdYrGFBm zuAXB}L5$=ZNfX7zDBblKE@#uXUwXqzQr4E{a4Sh5MmKtzA>E}K!-_$S^z@|})f6Kq zmoslbjP4stvxH*w=C%&{Op2cKN?4EigQfKqh*7j*dkm7>5~B-ZRAeR%s;U?X4$tGm zfrcPPZ>CFAD;J{{4)XZ)sP3Wz+dz!m9Hn_x5+l{sD!3vZ=~*g3U-0pkMvC?Yv#Hn@ zj%4MG05PhwNSabTG16Gnd?xftGqe2;T#JdFBkYwP4%E;38td1XzzV-*DJ^IB%C&Zn zaZIw`PUsC|;%6((5FL|nTO1S3GxnhXa<~2T1sq6(j}TDX zqOM+hd)FBbAierXGekkGoe@OdCbk8DEZw29o&yQ>7lPcGvK0G8u3SGI0BOEoTFwUX z+(ccyB4g_X07%*qX@)3BXHNuqy`%m^0BP=fVJ`;~xKIePeFy~-b$8wt0I9cFTFwTk zV?ym1nNMo91wbaQkY3X;<(Y0y!9@}a(!uyik#wB zlN$ISTH~ue2ViVf#t=y&QZcSx6C4|l9z`DTC+|zmiImE$qQ5isqM1yWS}D*O*G(nj zD$t~F>g5$CUlGMi33mx z-q=LYMw%--|+ z6)mHQ*vj>y|8{lM3mLOv3WNU!4w_=HRk71_*@>IC>=#_3ZBX z#+Ukpx4|ukK`<^)PY@xZkND*#yLJ5T?_u{;f7u$);#UDKR%XQaS+d&QTi zXS3|iqxN40Vd8;|Fl&-3$`0>vMOjam^rDgOYY#(FJtZD=- zj+=;jHcR3Jiltm3YznZ{+D?Rsvc!ZU%UM13gTQj%;*1u@axt92a_vqavS_5G;v0-> zt%-Uzi;+5Yg+719x+Aa*cO*hYSwg~*rK#4VWMJ|4ck9lvByV7_9FeD3RF5j+-v#Lu zOw_Yklzb?aH4Hhp1Xz4m6Ct839vhIQfpzD;z;a%_tb9T}Xg+^}`A1+m(T)faWtkj-EDzpBq`(Dg?ZDK@9Lwb`6`IqS0diawMZmkp zmv(_U)e0g)s%cJ_Ri1VObDA7VgbB^5{Tdte9kWfxaba%SL#6&T==S=?qT&CLnw_k>} zzUT*0&+eY}+EZ5ozs#sK7#Bx5Pw7F3j!XY292cvVHMasw+)1599Lt6n21}$Wb(>_q z;urkervVp@Imhrwb#h+>gz z{IVgi*dHM3*({&>P|w%i^IcO5SjHbGLPS|g_aMtzqc+=tWzu@X3mi+)eg;dMF>~>J z(Frd23@m$h5cO=9X4k04&|ew5eFK&odx;QHmYn^_;-mfgGT26}Yw=T#<@})vZDaLu zMYN58@gDAA8!P7$Ng}qf*`yAR&Eub*N5D3QFD6ndvyIUwsXrv>xo2)7*oN6EBCaCa zm~yEB9$DuETXV3DcAJQ(f3l5NWqu>UHjHD4NO9XJi=mz&yf)$LXjoAWdx;=!MG0)9 zh6VNJSKW54AAoHfI!uIA(>CsPwQdWx5t>Sb32o!#i9mFO>{FBWz`|^lP6Sk78$Wh0 z!=&WXelcJhw{8$gRkaPl0j^sW^$u)f)C(fEa@$ybzYp5Rx8pZof^B@uCjzTv8`eu5 z(Kg1PK4J%5VnYd$DcU814q=y2+`3K)Y~$@OBBpw_5w~vrd+44Y!&f}xI?k*AcN`rh zEhRY@cQ3DjN(wd9WLnBC_)hI|U!JV-1lIcKXri9oJsYokgyS;Ae0K_r%hh-yM08v- zsBt-XD!d-Bl-2E5!m&I&%3$erl==<*w)UkQU|HIPsAscmJ4U@1y!C!&H(=@Bk_ZuH zNj!>kT-bQTMqtTp`?*fhpM9Fl6AYG7TGXDCsqzptU^&%=sAseMI7j`4uDfIEL10nt zMTCg5M4UhtgUlxSz|v_&TuY86Err3-{UkLnhFT8z?Xv3|hwCRD zz@jyb2oYs*Jc}%$1sBi)Tl=Y)aV+r{7%UwXsb3o3>YDTbmbpPhJ)7nCGU~Oaw5%%; zz;b&v5hBWBb^%#t9Jx6YvP=}7&PIi*ir zG!@M0t`ZR`Zcd%tF5trMuqZ$SR@9V6L=d;41m?7G@*o8CZLg&X<}|rE5mHTa@*TW6 z9L%XsYa&c&PH}s}(RW%5ZFB?7DO8^bsKA`;`fkP~d+#uFFef)7BB`q8Bsjopi%z}* zb4oQKVk?e)S^V7)y2Qk>M5bt$@V$gxqId7h z-NBq1O(J5dXHF*^YhHva!I8T~v$>8Fb(zsU4VTTwW$GTUvIf?=;xnS2-93}^sNc{* zhw65Mak>AR2oW6@R6^=y^_ag+rn zTfQ3(EI)&Z5K$I|o5(WdVAxuimk(2w5;>OA+YFXA-{;{P>*W}ZcOJjbBMNi z&CBN-$65o+AwMESl;z=lWa-!=uP(66I^~hgvE)2vu$T{`&X?D+k*|T}!3Cn8%`#yo z_1SU14UxZr7-mEFsF>$ zMASc-lh4t)CSXn>kBLZebDC60y_5I2`Bc1TYV?8#;#QQvoUZljjest?2}{77w&xQe z)ifs!$24;=rwheIn9!V>Z;nCVDby(G1`D(QcOswyb2{^A4<=pTuU!MoDOM(2y2Pt$ zPJ#oRF{9oFFeeu!BDQjKdZ;rC&FQ1jZFMjwEj1#rO6Fv3xf#3n>uUkup-UKO5SgM~ z!tn`qiKr3h8-Y3P(jj81XHH4;ixQxF=Jxmh&UKu-&luhFToY=~ss1Gye6sTFaH5{w zJ-g4NY$LJJtRfhffbm3#=(xl`!*Ox5SYQY&2a7wa7XR6&$#}tF8G6ARPq|dtGF`Y5 zJo`=5vso6nJ;yoT;nr<8u(Vd_B0UIEmhczIa<0YhU%=wfHNOqVlKO_hawXjlSq`Tt z{s5L`eTjND%P(`vHuUFCn+YuSh7uv7EPij0woVmD$F(OzI9-_RJzxu#J>EL|jF-Q74JI z!a+I^7tw)hNrg=*ua_YT}T9RD@tG+jhpqu zc5&(5lowzdAzz4)YTCw1HytIgjh8=&FrjS(ElWg4u#LU13k!2e&4%>CboaJ#v9kB^ zwDERwcl+;_$WZ5GOd4r5To-I(ffA8aRof68V0`C~Ex)Pl(U)BI?;Jt%g#zk#aUG8(1dHCqhJ7WXh0bX#W^{ zU|Fr8e~e@K@{_?bE}yc%4hxgqU|xPUB_HRVYSV3}c0gov^{ zl|`0_CGM7Rff^8S{v*e-Yq@Mi?{I1CuZLSAiCfh#!9GpQaw18@oU*NIVlR24ek~Hr zDRK>wQkgm3)1hv=jqLJuHJH3tFrQcZJuP}KJ;n3MAv zB1~vbpMBEMcV4!xQv?h1^d%yof_<9bzcVoD?ESR*U`~%RiKMEUli&a+ZFa2(<|KQc zh^^e5X5=kLa~iuY$pXyjR5lSVQr)iU840HB2%hmJebpn z4@6A$%<1j?kJ->YCuYz6$#tBp6^!oLbqlp)Kkrgz2UzQG-VpWd?&SotY|( z%jyqAi0HUv$>F%%y?^o~uKr1IzUDs|Ro_2^$$KLrzh5>+%m44FQ&Q*NA#HOZQ#W z6?(>jX6=Dx;~gSIlqEq4S@IOO)dH3kHwH}RSYoy?SWdL1{tD7C2g5GFvimVn&t|#M zi(+wqq!S7(zAuRoQI;5GWC=OG7N2&{Z}Y{CW7)8c!P4NKC$6!#Hs4f%rBfH8p3U-f z9rgU#?_gVe3!$JV5hBX6K?PZUowEpm3zULp3vZ5P+y7Z47bs5~C$~;Ec6R^&ac}4U z-%op`7Mf^IZgN_&U``WS6GyDw$Kx zN9xw++?1Qx@nnODOwlf}jp`CD=FRO0=F}pTh^d}Ajp@B~B3ub%(tTEP9VcW5qkC@a zMeW#k8NcTlbWe|4L_NEEnl7Qt$*aa4U$_#4J|;p$$0bA+yJvXv8GMufuv^<597}mD zgXPBEch+vso6FQ6E&5KXhmzurymtgov^%P(zl*0rKTAFLGD2PjDnmj8~j#xhUAxxul# zN?@=gwWRF)w@DmY;Hn&=p3U-UGWF+kr}s*U0+yXcM2IMhePd)<9o8ciSS%ffzUEjS zCNfxV?(xO8UL#^sG^{ZlFQT5!(s(L$zI=b|o(nAF7Z4$$ER&lci>+PbSJ2cC-OerL zST-H4&^FS`n&5@~^OeKX!8X#L5=kPq5#Q}IrZkO8*$%cb`8APJnQe4^K;3p5oo;6b zw$bxF5m%9I)C{2Rz3Cad{{Y*tDI=o($u`u_$0^1nYf(R4ZM)AZPbcEBg*Nb6c zdbc40DzJ@Dt*AfF^8EVMCtw>lI}%A%wGF`m&e;3R8*C%C2N7GjZK&3YLfdGt_2yl$ zjou|2gj{c7)773dOLrbMP_m)O)4yTs3q!^eSbn3@qW)w7MsodYgG_q2%a zR^v1GuFx??_q30s_5(JmmnFhlPlzY#+1+!{xjfvzT0816UZH~%i4f6o8Kr^aa$=+G zQefG7v_PF>NlRw1be>1;(>(j_SO_eA&Jp!&mK0y=s%Bv`-yh~!`8p9I%FbsX1*3#}c2$U>OuP8(ZNA*VD!@FZ+~W8SyZ=C=Znhs5pggtF2{%vQ5IEQ zWEuWg2`^B!3okC@Si-JUXif|B8lm$fD|KoH<`nvkND?t8i|let>8IhU3FfrwH<41A zIT;60f5Z24;+z>^PCsg2lHyflPWQBwan>>ly50bD+E|Z>`X_UGveqsjfbChs%1Ol`fc*YHK2-n&xycV(UOKC(DjRn9!Wg z4=F-(`Y|kEGMH0TS0bPSb8<_g{u-RT*9|8yr*?gaq^g>e-~bOP&a(h>Iyi)gt=ya* zo{d9uDml8mCzw-*(L`XC%qisL7wmZRdiLlEUBbbf$Q11oVN{oRmea`(%<08cBBpxg zw7^{18M^1VMpwhQjuVv0=$_LjP*;NZL|gpb8PI~LXLnDJJnAcjL%t;k!MHSNON5Ay zi(DJ*o;_dvs1GdJQ|IsISW0g)Sf0M6o((z{+eZ%0+qn)zJ)7lK67?H;k;?0Fz_Qep z2oYr|ZHp}3jAn-b%Y1{*sT@n;9R`aus-fu*zuQO{Di`=8tg78%)ye2(Sr69&tqRBB)I+=h+uz~Ww?sAscuJwWZBH8V}>1uX5G z5h0>1cRM1B?YZV2(A0g;JJ{b278(g~@ypIqZ}?CS{EIwFYcs ze=Q=Zs9KpAChMu6VYRk-dNxb9h16FG%udHo2Nu69B1DuWwi~iskb8tr?nmD?wBcAHJ~CKFw4jW3 zOgYVP=cPJ;Ic*Lnl0?jD$lXli5lWUZdAaCT@W5kcIF5}4C# z_bv#yW!lQsU`{2ciI8fV(`Jk30bov1mxwT-IrUIeK;KcfYJnSw7c+@~3ifGQD63#n z+9dz+U`}y&h@`5Tli&cG4wYLB=9Kq@h^^e5WDL)sIVGK1(E`k=-~|y_C38|%tAp!* z<&9AnpiBIIM`Vh2iNIdiB~&~54hM4z`9#E2&zyQ*Nxlr-b9%1+21&>H#^|2kuTZ<( z_s05fgtgwffT(A8&!{0E&^BH<4%!dnGW;_UB0es?aa=sc+{f?LZfgB(AII{gjKQ*X zqcfgz-}L-afu(I1qMpq%YYg?2sNaGkc=zFBPa;H=#k()ET-rA|9_D4|iSTnAOWrRA zOH}PS$YL=l#RphAUMK3=EakM(?w-_TAk2%+3nE06#jzi<%=zTj23W>*8TgQ6dAg*g z(9W9}P*>a$xb1-7P%`QI^3&kmc8z%mgr}h~SjE z981~%StJ)I=99=jR4H@X{A6u+FsEf>{H6$($VI4jO?uZQn;kiks88+0>^)cDC5o z70wR-!$c6bq6FqN$dWRrQ*S=xfjKQmCPJ!dPQkr327x&hogu=6=2W1lioSDu>+Vum zm@$`#fC|hh)~Yck*_55s0CReLjYz7hISCFh$vtWynA3^7L~P~e6dQE~&1u7j??1qt zraU16t7J}-yEQ;_8e^u^7P`c_7euCLmzYO&3B`^-bikYz=Myp2Gp9|vnlyv%sW!S{ zORnQ2hcUY6?+cE29y;{4EP%CcZ9&wtyQjqvYHwqerp84Wm&G%P5Ycfl9){g><&9gj zfaPKIMPrU7VI6~|ksWm<_?#lQ8dwI$6ZLGCS39Wvfa1QdCIL&wL?T3#MSnQ53|JUt z2Q0S^`;6sSVm2{Yrm9lrbU$6?Gq4;yMbxud@;^~V`zu`!-{fC z>%hWPiy;Cku#MuAEig%KpYQxowoZzK6D9{VL}g z*ha>2BCtxfG3rHAw2iTf%THsMI89`Vb_p*t>=HGWw%QA}(f%S4Q$5?TF$v9ut6D#g z*ezVgDc`~9p3l2b@1&&IAD4yhxx$~QXLnDXK_z%4=(p3dF^tQO#YBkcxRg`lvUT($ z{L2`LFD()|mZIGZmU%_gm0;?+(<6Xo+b5!)&7!JKvAB)L>))SJmSJH2uO7PGxXJ)1@IP9e@q-f1WNK8@88B1Dwsl{vEb zPx_n)Ec=F@%jQ@f9$>I^IZ55&8u+9a?$gMd5%p}A79*)=*$(SiIKsS4m`sF-vOKgv zmUw>~eEzI=`P?rYOXgt)%d1}$%UF#KePLcSYx_y-*(^Qdi*R1X54?eYWBjQK5hBWx zIT=~Z?~NP|^OEFbQ0MEPeVVl643=5R)YI;22|=BJ<(nr_&t~y#P5mYC8fPE$g?VW* zp9m3UNwY+jls>kuaDmb;xY>kbDNL%+obE5Do((d+^II3p>HTLSNyMByf{L-#>rYBN z1m<-02a!^lIo;P(#W>gaQK7I;<5M$BidT_2wepuku_(QHc0ZU?17#xWpUmlqj*B*! z)9waDq_{cl9z(q@aP!OEr?8^xYZ5`+iV~QUYeq)|bU)r`UZ>!^eRzVXXS4je_X%0- zQ;p{VOXyi5M3g0d2C{fwovs2bp`BY#vUk1=O~!~p3QRd0=4H< z+9CA^uBki-~%k1#}grXAmY^#PmSr2L_t8oci}5RkX`6|9Hp>({ z$~GSBKEx-)bG8#9qAWr7$kI!zd?_^bg#`nmIhNO%723wFCe-(7ZthdP3bt|Q3y~yZ z8)Xj*u|3+F_)i4eF#k!URAw8lUevC5$(_geWxpo!1EqKs*+ys!8N3*u-jUuCY-3|x zBI=)PBW1>_3t$_C4T(r`+n9HmdI_#x&g|}RcFfZxg18kWu#MPL?GVs)XPb3k8?AMT zkZRgSUj&F59p%U zL0Zr5p3^>3dmC#_o$<}&Q>sLW=(zY%Sx9#BCaBH z8fp6zqdc=`+JHGdjV7Z0$(#mzmIZ@39f%_$#m(tdIrY%n#yt;qz=|4skO<;dl)#)u z#8Bom>dVl}U{0To6Cu?!r%iQBXM#DMIYWdA&B-sH@|`ym?F(RGnxzu~6_}IL*&b+4 z<2DY_1an$>ok*&xISCGM;>RUfU{0sYiP*}`soBi$XioPH_Ur?5a*;bJJr%2DPNQ~q z!9}apD)B0GiCkqOQ?yH1&%rLSxQ@ziFsG#riJ0n{Q_QGLb?BaRox6ABI!@v%M)%aX zO+8O@?$^F-SnKz_h=pz3Ci4DGM2IMht~au%S-qEsd0Ai^Y00rf z6f#&2)uPQQ%FY~EcF!j2*(~igQ}fc?`r?1wD*nRROe%jVa=mvbzE zUl=U=hEV6r`2~&*fMq~2QO{;^+e!V>=ri^v{so4*WkiT5i_AP^X*RsZVqp2X>sU0$ z^5q+YrB@imqIA%#6|gKjNYt}ghD@gRoC^CbKL~3~FNp{dW%)86S&pdI+yoaW(=yq; z9LuB93e9PX7PaSec;@S1FsCIoYf6(u%&E7*YNjfRkGOJs_6i75-POZ17(y#?kJ;Y`F-&zw5k8?6T2Q(d$u#6?r@!Nb_M^+MoU*BM08y87UH(ENV{WjY|LQ(SgWM8E`DO!{jP@?dlM;@*~Y#TjWN!=j>~iI8gA#>D0q$AWE4 zcP7Gwwvqj?A3DMnCI1JoFwe~)0xGZ#1y@r{sy$NgI@m^SewjnscA3M^Ufo=Q> zBw{PKjb+Oe&^8|JeLMmxn@rTRyJypGRQEjb^7mXA zm%V3+5YchDPmN1>PWXOcxpB^UIL8vRp24y_i2B{RsPGqlM|k8lqMprCez_*jaf7|d z3czA@hX@g6$qK?b{-!_Z2e23iXe(!w-Kc#U zI|m!I4a@CBh$zd&WysRtZ1E&u`8{pxYL2Bmn!$3rhaJw#C679Ho;tkDgbS2a($b?G%azy)&FPJ~KAynuo9XI-Ikh}TB#D^Q z4EL*;(sBN}W?)Xwt`I4enbWU@lsWkxe4GX5qyR9(r9GH{sVrln4`=)3dB$=sPy|?)-*@`B)~1UYN|U6l$lMVN!VaVZmrl3Pe&>%}H>8 zoeeu0gE^Iy5V4h;lTJ}xG^f4&LrlS(ihdG-RWhdynIm!0j*RS=4P7F;Ra4Zk^F<91rp!PPpydL`ut^`ds z5cO;p+2=KIj&J#n)_^$?R^GL>fjwSOTgC)8KbyX{Q{qP#F zbV?)Y*(^H2)Sgr8<>T4_%b*M*M3g0N6|(fu47&v^W?lhu-??{%jxbnUyE|bkY+X|i z`{~YwL_M43aTH~=x0~<#3M?wih!9bhm{4RHU#}&8H)z?FF3mWWV@V8_1JkKr8d0Th zEMZ;-+#%}OEN9~=+ZegS$^uw4o)96TEL&G2%f7gcZ(&{@P0j7XvBaNZu-t1({nF@m ze+2cbX(mz6W|?_P4$qfM$4hWubEz8v}b;6 zN28z(9+19iFE=o!SYskd#GJmgxsNFm-+8PBbK2CONU6-6O1n_zwDW?V2AIZIhCtT z#?#5>_V!fhc$yJJrdXE<+(C7TsLO#@z?|l9Ct|8+PH}1Hxo`$o7~Qj( z1$BjPbyop@Lmw$2>e<~>V<=@CgYS+%4&!q8ClMkxE;3I?_YH!1!`<7(rL5lH2J)5ORZ)(pea@gTDz+#d}gov^%S&J+xG4(zHi{kT=wH!<7 z6$Xp!TFPkOSsA4R%e{P}p3UNSo|>1gLk7JBmiNU(h$zc~b;y!@EF~6LzAxDm&#@F< zXRy2&ZiN=;^lTsQ(e(!ZXHYEe878ZNMKgj35oPgRk1V>)3hqNw|2R?gG{=&f zRiSOPH|~Iq?S4V@d$0{VTOvusHp<&x!<1q3YvW)2G@4DMRAw951E`05o}4MS1=~>e zCgLixjq*Cuyu#LUJM5MTFlsusx4`^riRt?UM_G^eB zZbb=fL%+8+F3TYYF1`laXc$3+RMR#-YsJWeZQO|=!i2UlByAEp!ZEwes<1HI?lKR*|muUNt$Q11oEjD16nBFkR9c;rWmx!sJZA30O^a8r4m38PvuH)p~ zVsy_B*Ql#n!{(Q^!&-mkMAWmpXS4D0I4+E{DF^4k93Q+xgov^@Z^Stc-t3zUEDBo1 z#T-k zGSlK%5_1_W^5ZCT(#(#*_j?@`#!2hhESXuqoSLpBqW;O8J~i7aVtt-PGL>8u=TZjmk|u+v~&*tW2Bel?+W+xcl z0CO7mkO-`jIpuA1!qe%u`n8tOy-(*5nPOccFp}yLIXW^PU{0xdL`?O}Y12;gIdCOd zsS`Yb>o^hljPAMY72vt=K(Z zZoQ08Rd+HpcIH?@-!oY9T2fcF&bbZkfaQt_QO{;6u0!qEm+Y~}?F?+-;(s%`&w$wHMg1$Je2-#vVK-LPS}5 zZ9|rrn`het%c*Y@4{|Jdr3@Co*VJ912Ti`;0v5TN7Seh)OKdAeoR<~t?@a?1O=TiP zl%;DlvXq|>I|faCdiV0n97|$(g|?w(*%}WhbBT5U*oJ0*B1yzH4*#a^3Wcc1-UQod zW=f<~W*ZS@)Hh*&`FXto+lZe)#8qS)M>Rho-@VU2PJ?ZvO(UZI$u?A;%)>Xvi)Rv% z; zHYSeMMcXL5HA4|>qs1N~uu8U(lRXC)tz%gpKBf9Qk;oM75>2*ampFX6LoKik^;1Ml z^=!lU!00#7Ju~$bu5umc>Hj;9;9EO;HK_NVLe^%v!CE&mBI?=Qb3w;CI4(8Rowh*t zRPIfLh>nW^H7-B4pWF&8I|Gt)IF_tHc_B+=u05V|tD0QKFZ+F8PSmqm^e!tQi*9qx zhQP9U4G|*Bq8Ed6oRinI2v~ZIbNJS!~Rek)`{r z*2=(g%8>{WWofwsSx$Hr76VJo+f7w|aPJC*Fj!)9XW+b8%y-%VYfSzbQO{=CFpn~) zDR~R<4p+N8B1Du$b0@OcD6X;rmPfZP>2fRyp$wMt0n?CW(F7NKHt72kqMprScaM5D z=w;9({7PZ(*F=aYOXFS0a;e3T3Bd9)&bv3q5);l~`I_cwX1O*IMUU z_gQD}eI^MkK_0SF@26SW9T$CJONSF+PHE93NyMCXRzAR#Z3nixfH_^fMpCLXr%tVz z7XUp|&FBl}bo~~IlV(m+x-sW8OB&m50dtz0L8AW2oPH`=kB4)by4fUB+?=X1nb&Rf ztDD{zKIuuhBuH3M66SO~pgn%XW{q|K1LpL-h=kPAoV>hU#(_C~`9#7b%}FQF27TwD zWzK9^nAYD(fE07;JAD%-b-R619?Ypx6-lb8IZ0fgmqW)UU``$ium65>syC;COFht> z;;Po}19SS(gap>eoMtcFgdeBm1I9C8CmPg>WQuhO$HPpQ*c_)c5zMJyM-o#zbJAI# zeh9j!NrRmxLdWs+_n^r}QJkV6D3}C-wa9*~+;wj*CH^io-B21KW`hv2l@6 zJd53P>+5X1<2Cc~Kx=`;)r-TTevvV!4?BzJ1B*;PspqpKR5IV82Q2s53M?iiBt(>@ zegLxMJQ#Bw=H=suH#-HEU)~%REf?mT=KS5_H^B0{lGO8AdQVirc{yKEwvC94Ao z5oP%jh%6t&8chS1<{f{h3M|>@I4t20W+Th{KlSncvm2VEp3m~(G-Kx%0#@KJk2(EF zh$zeZ^T?v#J-QccPY#Qq+kcSeT>kkN_#>6mPU0lk9trj0JP@dq9$EYEBXt_@QIJv0zU3pOM(= z&FSLx-e^wmRvp;_=CrAR1lGu$#;@9ri*}P-d_Hu%m=cmH)+HR9UcfHVG$n8rn3M4r z5>q>K((Bly4|Gp8`IthX;~x~IPv^Xo(J{w70Vt-o(h>iOMsh81&80 z49_+S=8+Ilmdp@jFZi{~$9UKaWs{S7RoE~K8%^63rpf0ovN z-u!?y_RNihh_c)ZMHX+P5PX4}`l-#v0*gK?@gshc~50U>lnPNRpUs9n@{X zHpX8kk>a+oJ({^u?1bY+e8c|tTO>$WQ4+Q>E19v4E5Eh9!8VrPCn2@8jd@mO0bm{>W|OY7$}*p6v^%NiQnT9t7rO89?5-Dy@C5P)G=7*H~onS>(-6cW7ijpv=BX(-IC0Q35`hYooc|<~LX--e} zEHVdk>YPKuB+W@VbqD&+o7k@{U}4@YAOTX$slC^3Od6qj;w6}q-CL4WQ*)BIz&kgS z;=r7uzL41J&FS`UT{Ndl%Z~m5bMmhwfi*Ix;(NPsVVGC#y$)SMqh8A2kGE)-XmlC7 zgtv3NKA4kpLlRRvbK3f)^*iXEn+EJC7CKJqV@~(f$zse&w!lOl*7_EGQqS+6jlVR- zaj_{6!~c=*KAwb#j*CAtE;lC(H3SyDBJC=H!vOXV~Hne*uT3)Pk|V^EQK5!@O+lLhAV} z_m!A4r;SZ|R04}}FA^fk;t_)^u?_0E0?XvBBSr}0pKV6)zBl!3+5h1By| ztS&PDEpTniol;?`50gj|}5Yb^6kJl-LGwIiwL zv$TK2eD)(F)};W;^ByEblx0^Ovdn+jM;kV%ol74r5LgcXkLCY1DDJyZe|yZ``Pkl6`0e)tt3vGIVF~6V^rw% zUGiW~Cw7sje=?`fn{}ci5u!(t$qvL{3_$I0*M@W#cq9n{|^MV$*EOp;K zZVBe};}i+0r8#{cuzLiU)2jdyCTUI?H(bzn?*Eu$3=8vRC<%~aPJ3haW75?8`TfD1 zoTErmP0dN-0>^5~bq8~rmPlf&H>bCIhNC%s{^V*3<|LC!0&8SW*250qq8<5i$s6br zY7a=JSeJ0z!*q#`dI{gbob;cPnA(|>d9h~+bWgc$-Ry*pKr=QPRghizde zaM?rZ`Q6jNpaqVLOVXln7?**bBt&dnWE`(x_f%GHmI5rv#aVj=mh#UWmbLbbIoa*H zvJF^_%1Aw*rR|>9$dZ_&+aFk_{v;uyESs((%O8(tXij&R?D7*>iobGLf?qM`0X_B@ z;Qw$9vL^L>mexAV4y`zS9^SKc&W?nLvaE|omb%;AU0`0UX7rC0Sf2mju)Lheu&gZh z_JDaAxq#I3S$e-@-t%_<^in*h`Mi{bh_YBGAj`%<`|AM9szU|$1(uB89G0qaj0Mip z^t%Ww6HbtNKFcDvHn_&BR(|w@HP+Ohgov^%zlJPkT|X*AQ*W{EWr4ur?kFeCHcWlA z@q#?M_izQ<=(~+1iP%QLwJ1zczON7lwvn)#q*P}cjb<{h8*H&~wk6ocL{AbY%{E+Z zGVsbq_>TArw$bJkiTWqocxtcl8Em6{0Era0jVWP_Z4BBNegjriWGD#|R+NNoEb7w~ zZR4@2#YV6V^C%KhOWR0L)H(>Zu_J+mN!rGtYkScVqII8MgoQct7737I8*j1?V$x&( z5LK{^=J!ZaO>INs0#D5u*9&bUhs0KI8{sWRqHTEx49R>iI0i{3!>*?9yID(rDdgIq)1QySO z9G2cG3`>jjnKr=kxDBc2vy9on*!d2nJPlZ5(HbN~l*KR^S#Cu?#d8|Xe6M)|i|b(y z%gR|ZaEq#YBqaz~Jl>OfKFiJ#jM4gb>4^X5H|#435oH;D6Im{dNbd<7)YwjUEd-X` zN2Hq5f&)6ZP`bG^_zC6|szs7S%<2A*2uwMxHhLPE(>5KFQk^-ahcV_9`2G7HFeklX zBu<(+9a4LMSC%z(=o2uf?xRW6Kbh0LE64Coz4lx?``itg9HgH zO2VA})MLzP=Jnf(U`|#1a&wF;vvz@v#1IEL+R8)}=v2l^nOTq4G=+y-=X#9l6pSNq4kUf=KShD3s@Y?Nr)(m?k!|lpna?j%**tJDrW_j zLSGKc`u2=DncT0M1oPsxoYeDKetR?TM$5~IUj;0&t4W9`OTScP8E0OvAF#9;mwZKF z$@b^49M&?yd1>5C-xXMTP9ybvmIPkS;5eq-Zf7_bY-92Rl2V;*Y@E$J#_lws)f2Fd z1y4zwG~1Z!m4;W=d$;^?u#HUxB}LiZKTdn#*dh4sVe@*c^{L+A)9xq5xTHr_TO z0a9!uPwhA+%~rTm1h(i|}B({3nxUMh}ZKKzr~oSi?r!{;`8JgMii43lGa=pPrX@mC?YsU$>{rF9z4@uKFs zM}TG9a+Nj$OJF32rQ#Q}Ltnr9!vt7<+LC%cOE+)k{>S-7qcUJ#oVSn=QI_WE$g;lk zuLxjSz4?Z=z;Ysn!_xW!GcT7`Gw<4I>O$)IEX!hla%Vr zNpB-#PB&KeS`Ow^`H93yGpC06j5)dQDfkKIR9Hcx{>hwH*dN2U6keA}`aAgI=49T4 zF{fgO7-#r&=qZpOVMR%plYHIAxGej-+ZMw)O`9epq?YD%`*=YfnA1H~5+-R*`VmLb zckEp5l)%EAsZIi6 z=k}oYuoFCUf9)=?yuZa^IW>`CIWyF02C%4llX^ajd>6)?_D9z_1uX5)kPuOpZx3)M zXy3(U46tYhdY%(l^6qk27Mx*Ny7t_^1Xu<~k$OJMl=Al2{+sF@ssI+tYa~RJrSu`P z6hs8x0+x_fV-p0H%=;XcJYB}li``X^1IrM5QqO16c+Hqo{k1djo~;4fNQfv)$s=U3 zmtT#)Ja+E=HB(?oeZ*nu=RO_V`poBsXd9gdk$OJMq-zX|*`S{I&aUPoNQfv)VJ5Q3 zT)c<>jBzpW^gDs&>Jtu2@~LUa^7WJFO_&$G2vW~yDYW=sr*5d&KvCY-+-#NETHCqm zNAcI~X;(>zD9g(%WLaF%Iv+Nu<_p5V2rL!MOgIeq*k>ci5e*^Pchh()#dstCpJxP$Tq9n{o)wdBYOQWM*_JTRp^&ug( zG$*T#+cm+Q_MRhQlIAox%o}~jy(+^C7Uq(05+KE#)|vQWl1bCsQ^B0fV@Og>%}L?{ zBh%b>f;o*(BC*w*Q`*BBXih1!#?J?HD!5AmYh+G;8lA#RI5AeYQ8Cvaxz=~dsZli(>-szV9qu+p9o2UwXU5(>iOMs z#?78ME}z3ZI(`%$csZG60Uo>{bk3iu!6T@*>C zXqVWSgI&Vqz=_9T8z)srOzmtVF37PR>;wx=xH$+Nr~D(Qdv^ad374si=b9Yop0NR> zp5Hx#4Vmw1YtH&Ch3=UgMnXi#C5{=FWlDF0fyJV^!6AXA_zQ<6DxcY*-|snA1T01E zNIjn=w@GiDz?^2dNB zwHvADv-q54SSHMHSq}3et4%^gSwdeROGgv+3&3)8$eBceC8LtV(#MKfW1gee1OkiA z7*fw?vADw+?OMw__+)a+DI`RcCGaJ(EPG#Y8dwrNraci@lK*g6wi-^xd6|1wr6I6H zdy{%Ti}5@yTw~3x&6HtYE}tPGqAY&7$dZ{e3;)Ny@u<2V1(p~mdC6b5J#EJ$%ij3D z_}(D>$)ujoGIhi%*i2>ddLCh>1ia16gQ_b1Lo!UCcV4fhfjy`$CzFs`np2&(+ik&|?9xb>q&XR$JA=NnZp8t*n*2tXp^$W#CYgQIE z2fD=Ka*`?5B^iOMs|8V9|S*y|75EvKZ#Uw;*Tx5>qWB1JZ7HbB(+H14h>H>@J9uCWq z-OP9B!>ZTuUkm(Kk$OH$&no5-5LtzC{71$u_9R4<#k~Mo4mrsz2NpRe`+)+B=K&5& zzlIFU<;D5%mAq@K@Wyqr1PuzRVZ4f7&@goKE)?0JPO{)xLYfTdkp4uY3j8B+NZn!10!-By96 z=$KU7_?a;pFQ~^!_uF6_9o~~95!*;Ib;p#~P5QkA+c5Y_QmV6!W!?H?oZ;72yTCTy z{ULGEY{M^sd6xa#jn+%~qDF)u4xvu{71F1xiM zLBfiXu#I{n>*2Co9O7^kY(ravgw)bD&e~771GX`&4+)dBjpk?0p(FGQPY(s7miLKr?)MU-jHk7hw9)fe4XERA) zjcg+`;1aHXy@c`Sp-ZGLAemxa!qN5(b_uV+cP_#?&H3ddrgpaRzW2c)&^MhF-?S&-GJX2JH=ao@TSV&l-LoWvdA-Hx?xj zz;e;g_ps1C3r})bLed$Qi>r41gk9}f2&w0@Eb?G>HK)@V?}4RpGzk%9SzCm2+-z?6 zYhdwoof#~!WS{1+OpX|f^OAkOP6Du`A0+jBmfxxaalOv!-sB>%>_0|AL|Il9BTLt< z7jcK4Q(FIqz>;>B!_t2yGcQHzqo)9i{ZCTQXSup~D6%A~DK-O^J+iWYFG7^X;w`c? z^Hlu^^D=K}2humvLt-IyB=5`O(r3tEQ?Bz zWzOb4oq)y9YelKR5*fl_`H?jeSw=pbf#&4yPwM$BEjKXc6yvzA6R>;_At9nHbKW6K z^C?z}utA-6R;yR{zi&->VN%V>{P$QK+>>SX?ZBMsyOSgla~k`Wd5LSMe)6GUP9MEU zN_FPs5W{?jv59TE1I$Uwm&8dkrv{l}$hWJicXKeO$AKj3pUf##cD*r}lU_K96gQ`! zMa}Wr{7=qU3!je4Xc8o>C<$|N9R3GG_L(I;19Q4}orKiVoO1f=tOs)%cZY;Ynp4)P zAoQKd2j1Gj!i;`M0;HHz?6XUlH1%4;fnZK;o|2@Rnv=u@&K@w#7R<>dpTt&gPJ6pq zpgD~koZ$=RbfB07*2tWGwT;F(ecb09{%eBnSCT2(B}$ntp}XQ&Jus(`UnHh><`kWg zPzK$zm#nUm&~XAUa=PaoJp=5X)|wwSz*^s_OzQdF^NlC7tJRBP{$u>SDhUxCmznRe zdmhNQ!+$ND z@&{yDotcXNjBzH!d$7Rb9?M~wu00xA96FDRfq8L=BlUci4OfOCOZd=|bHI{&gM^5( zjQ@x%pIqM0fHk(N!Q`m|%g%TX%az-V1@0L;aU!r-HzW0Y7L`2amXA2qm1yVl+L91a zmXV*3rSgR>o&}l}$Sf0BDiS#?5%-zT%aZ~d{1r9qJ*nrjysXds2%{Nv3IDswpqzw= zvJ5LlmWy-b8^OGscD}SlV0oX+VQKN2S!3!)tnst&bb!?JS&G{;EL(b(g~1w2J3>N4 zSq6SamTlf0r^5#I`Khvt!1C;-RCBufb^dfhsy)JW6ulI$3IT@6ZIBDk8KPw2M`YDZ#0CVc|i$wjCIc@9grU~ZcA=mit z;ES7+QWxe`2xDZ=X}~94xd{mpR+NM}t$tmBfIW}ZT?OXUs0|6Jr8!;dX_^M+)T=8A zlQgI3<6-DKuPkNFU|}xqO9G^r)AGtFOfvOpc^u4X&tQ^NQ*)BIz%@IDj{$SqJ%+?q zZ%(1dEYY0eO5K`*Iay96fi*HG*LQI^r;d6iXii7wkxbDpVa0TbyaQ=?C-SsqB&K%e z)G_@fKF8rV`o5RYaq?0*-BW8c^XtQftCM!YTK{20>iOMsT)-3@m$#>4W<&QJXiP#x z$EEKV?4B=objJ5P-^<+|Ca`3taajJS4MW@L6qdFaSbCI@dOpjqbmp-C(^vVyz_RiS z2@z${EJGG|PkDSl&F^d4DFRDs28ZS9SjGZ7uhp>tmYcUpJ)h;K)+C%4=inS4V5xjS zLPS}*lq1WM;aWH^Co>D43oKVNIV^P!Gqy3nJv|awe!n2~e3tJ@hR9MUTF)L>4!kBI zqAcydB1`yX8N6r9d;k72fh9bf!(w1N6xUdsxhnozcg363^I6(@O+=QZj~6xtmeFTP zh$xHNH)LtP$LKpW^$C;uHmvvGIZalMRNL6HocRF%+574<*oKM;NfNOQx$)}|EBNa` zJ+KY=g(Rgq+bC$yd>^ZHD+vVKNU$Jr(rn}HtuuIKt`SZLz&0LRlc;~Pjf`WhpMh;e z+L1_c+j!84d40g}@!EJ&zHSQ%5>}LiZM0Zcih!YZmt?^<*6$=CwX}`h7mOmoHe~jZ zFiG2pITC@6VAUZ%5f)~N2MLg38@6q(U{af9T|>b(dL1K4HMI?i3;Zz6{2SQDK0gv$ zy={E!XM?uk_CwziY{Tq439ONA$em*T(8PL@ive_r<`+q(SeI}tVY)=#ty=@&oTga} ziK(4!jB--7hwp02Mh}&Rj^qEF(>-TqGTl>6<*^U!1ba+LJ->Sn^cjz9{d`KA6O7BX z#Uw;*Tx6Pl$L?v=-6#lHY|I@s1QxG64olw~jBPAZ_qq!#?N^g}KFj&H%nohgucr$v zN*hUtD2q}BviwLIX$34t6#5SnSoRfiSVqb+^P-Vz~WfUVOjc}VR^UBTOC+tts?b&mhKIVkmaSbiZ#y5 zIuatvB2$ShimwXHfkn;JZH2&6{*J?P^*-~fPy@42J7BqclGO8A8tz|&EX}@*D+ZPZ z0VG6}rIKOkvNdS{uq2PvcNAEPKXF(VUL20*RF*rt6|fjhBK3ThyqgayOa~jX7ZQKNwjL%ZdNw1t)^w*t6m4i72nUW+Cb4uRDOi`m%jo*Vg zEi)r2)tQsC26M_dN4|p&n3Kf{5+}`^%!|Eoz?YQOy9wr0e+`NHCv%d2uGA9D>CFZb zDQ-^R<(R*P@98*VDXgdzXA&f=C<${K9sC9X*Y19*2Ih40012t3Ikk4vSqSE2ew2hs zn$sDNX!IS0RV5R^oC;5o04e5lcgQtN8u`&|DVS5s0FqQwbCS5gXq)msU``XmNNn}y zr0Zpi=Hzjt;chUe*HI*}M&=|lCK=~+&5&;Ryh2U_$rSAp%YR{)Q213c49uw_g~Zg( zoF-}x9Shy_wbx{Cq2oL+<8)8;g2C85A7|L@=SNr2VC>`#T z5K)%m-#EwPtfHC&%ariIRDmV=Cx@kbt}e337dYXsb$PL*p3fpXaVpM>-^7vLFfZ=c zNr)&*!5?J#siM;qSoS;2$`x2*syHkwO9vv$^?Az8U|uX-NIjqBvA!|G5-*zsERk*` zM3m)u6|y9sw*Cw(pZ-*R6g=c{S6lA{r|9U=)<>)2I(!xm* z|H1S}V-h0DvQlO|yyoWp#i?n);#4nKss4ZGG`=nzmV`dc8Z-ACJ`LvOiV~^kv$UPT zh|0)g+D0%h=bMudQI=wcB|h^~2y9U8jFp=SEb0Ga`M(W{`>q|ma;6zAXm?!;%qejp zNfI%q(Qb^WcUf&~3g%?HjHFa&POp-f-vLWj%^C;hG{T0&Ni!##L5FeinBUa>4(3#E zJ&F1!bGm;ta}1c%>un@b+?-;AY#?G;VF5#X?GR3-t zei_pxK40{=2XktbN@8kfPDKazl*2Q^gVR#Df5V!TawNhXyJ;Gs`=*+M*7_ie2Sloh0 zJ)b4fggFFgHAJa7upEydA)+kL8J3{55VQ@$Pj*fMOW|=2i(`6U{JiY*KW+^y2^FNC z&l0A?%*!Lk%W1&!SjPVEMToMP*28((J2_%BH1&WlWk&>-+b5;kM$R|p;AozUNfOw` z(%&RW#5TN-j=(ms>Qhs^6FEzv{O|QtXB*CQMqymC->YX}8#|hjIBB-gLdFB5{I|*| zf^C$klc;~Pjfr{}4uEY$Ym!KD+X%X^f!8*4obzf}Q8NdSAYnyG*oK_$Qw-5wplc7d zaaE6m)Y3LqqI!^W}PWQa2uY=vwW9zi*u-4sv zk$Qgj^gliy$K`(V&nGZ0diA&cy$G>!k$KFFOGW3C_$O{~nuCCg+#+*Lr z;*%Y1HAp?5W$7Pghu$p{)&W@Zv`C03i;*nOOT_T9dB75JWJra;5*W&13AbhD#oWZ= zIjpg1zNDVdQuuKi&dZWBb9VrX)p-&k%5sNcxfy&N|A)(cLb0;!f9EtOE^$~a*J$Cq zOzG7U|H0I4I;rQg_~bJ8pBO!rIaxMYaS}cqW4DkXVMR%pQ)5HM zoDPpO@dk6Ua3&$OG^e1kE)T(+?(HXGlICQyi#c6!Sg+m<7UrqLBtVKerFq>&bD9+I zmjLE;=>$otsX0kppiQSmx?oO8XGv`J=G52R5zT2+X;5=8r|-ceutw(OXY`O+w4?TC zLB~_OOfp5g#2Thcd|BK+7R+hRRT5J>a~iO*^9k4q!h?VI5IT-~6sLQtcV%qD`MYN+ zto4Y?q@LeBGlnwfG+(dZ$MdW6@gziaT#}h_iEXK-1uU&n&+7{;JL5Pkxsk8(Z*CixGlqG>-DV%TP04!#0WvvC4_t!Zr4?i;IRCsIS zGnf~(uB4vNGIB1nA>P+H7ziwKy-A2D%TNWJm*sbkR|3n-_7`^wEO|FMET5DIplv+r zqaO?`eKkovpJh}JQ(R*{;Wu9Z%eMX`M3g0lVY%BY1pmre)$I2vfhF;_RNFYWh#B0B z*mI-6Hd3rel89|6Y-Ma?;PWjquaz`!5+tlB3EN0c&Bhg_t7_;B zwlP0|gw)bD&TFQdfNg9ECt;GdVdcb}t~8&kd;x5u^A!>x#WtSD-bdSTjf>U++fcbd zl4@!j5*K)G%d`<-8#B^LZ1uJ=BHRgWBcNG>&R`pIPe@>mY-4rGW1Q25z2=UFF0r?O zWQul)z74SBMaUk<{7pS3goKEW%K&CvCSL1m1S~Oc&qN6&9qV;FPV8f7sX zSlo7#dOpjeC(I^t`0ytD*MgfKBt(>@k0P$u?z2O80ZW;OY@xssp2cCA{Dd*ucYW{U zw>P6xq@K@`SI+`JdseU3H-LFb3Lqh(EWr%RvPL5#fn~YI#Y%z2|0#z>w;8j>ntJ}Z z4f7(`ht%^~>fBm}EZcjk-vE|-14)P|OOJ*)FKzcP4+EBaGUh6B|DDr#z2LCC$ztXu ze$KA>z+&8p)bm+--ZDp)Mxj^m{LH!~2@z!pU|5U??Rod^o03^ zE80FF3e0JM14$Awr=fEgb5hvtaTd(U-I=6RXHHkwG3JzSF?=bQ(+GDGC(WFij$+J7 z$6C1n%qjU8iTWpV+Mw6N9n8t)EQu61r@N;aa|-&pTNhT;#xN2jtSAX{Dz|6MY0rcA zJHVVS#gdR(np1knv~n<~smUZv(wydRWlmSR_KnPgg}Ex71V}L_*QbxroJRENr~u|P z=P^mDsX0kppzqAHPGC;&@+1*%kVd=aJ?4WR^a_KZ-PmPC`-FWI4^5IjZ*}c@%aZ<3oOO&IV}D=dLheJ z<5l=yfCoxQJ)hOBCtF!<*;mxWsKJ1 z@ggsn7sUyrp3m}o-U^(T?{DJo0!y7~Bt(=&RT<}{)!x2%FWtQLA5RJ_8RZ<7$s?FE zCzUFBV_;F=N$UA5E1ojul1nN#C~j5!T@ z^nxIW0^*X9?!yc!h*Xnv>-w=A>x-NcTW6C%0Q9K#Dot`0)hI>3DSShG0$y zACRP)nv=u@cA0uO63i(#m&8_YPSd-(pgE1|xZwhr)A6??utw(e%r_qwhT7Mk6QN6- z{Z2B)x`bm0() z2W$P+FH+C%p6}!qQLNOt$&oix3+Z8I{Jk6YL$^t_XIuE)I$J1(uj!9G1DC z84FygorZ6%2-!{Q`7C*(84G+kCuj}K@v1{4M3m(K!!r4e{e56*`^n~wz!L1(K=Ldw zb}%z9##@vpz`S_{Ha9)0>T*W()`}?>1EwK3R zhAt9nHvMS8Hr24FfroLJ+S5siQ zw6}q@=bpaiGq!O&b<+s2ji_cMNyIh|k7FM3o@VxPDA>lDHYBAw+mOG=*v6MZP8M)Z z}LiZCGnDws9!&+kLQ&!=p(^Ep5YKR^}V9jVBXHn51p2vS&_L!gUirz{0#dg9J#i zjbgRuXd6wgC-{PGteQiTYHAx27dU@(2L-T=U>g!!y=_dIxf^XmuAZe4*hY`_B(O%d zk(B-hchw@tsR7XOzHK9!VqL;<71JfO>t+1}+qmOGVrpj_`~7t%K=(YL|ERanaa{Lt zx@S%b^Ia{%J9G%F^^l3Ap5Hx<-><}R`EsMxD;SrTGf9ZpxX3s$=OwQWpQYVyV~JiOY?!H*`lJg z0!!gh4vT#bbGQ4k@8f>~OP!UZp3jnWh56wk{?D7!z;fM|gov{IU|7-`84m*%=VQlq z3oO~*9G1!bn9oZ}d<0tH2|rTLXW9RZd1Cyi*KK?&!ICf%BFbXl4Cm!(*B(*8a?{Po zS71r=;joOD%UIyZa@j#JFAiR$p3l;uBO@xqv?8v-yv*?>A)+j049no{2lZfsT0OEj zRA31{E!CXf%w#Ue%y@7ym{Z?LBuT`ae%5EsX|DZjrwr!QbtXxv&YTXUG3HeGYCZm& z#E^L;PMSHrNM+2)p{mO^FejZQB1fVX9WbY}D@mldIZZTW%xPRRO9fa_qiji# zu%aZ)X>Mo6oUUwcum;TO>LwCWOLO{p+^iRv(+wvQCTUJ9)-tCn{kpxzw-k2WLjt6j zlg{8gG^cS2rTE0S#zB%)Q*)BIz$w00+kiRwoglH*o0Hn%y=YFim)~p)<}@{c1lGu$ zbh6&zPIN22(H7_u8$(H^XqV{O96MgpcDrX_PSc}EOzq66`P0dJp?gmMwCRe_aT3pP zx@UPdbFaf-`yL-)t#7L!_5ALs>1l@Jvf=K+MlddsGMoQigy^`eX2!*JMkCyzzs>LQ zP+*BX$6-mF!tBtBuJdw$<@a(@&u6JR#+*5g*X}kJSQOTh5K)#749mMKUTOiTgEmbttO=di|kZV&u1x0v&1!KpfJf9=H<*>5+ce{#IRh?3&K11AG;54 zsqo)9je7)#W#Dk;oTkpPC;0Sx{&7;zXHn8;&S|DJQS}9uuYM#%lx0avoR_kymdY?M z1KWMn5?FRdb69LMnP<3sezw~O^D?q4spqqNO`VDJ(&O-3OJM2Nn}mq6Z;>PsbLu{XF(?0)nXkZ{zTGD&)tQq< zA!AM|UMpU~nUm);5+}`^^j0&!aAid)9tU&sE+kR^WKLhY_g)X?wC*E`6gQ_+j*K~( z&0aScR@CorBuH3M66R!hhcTyK&Bk>DbCRi(@pmcI(wr0$-rojua&ADvB+bduItP7c z%$Z4TU|}XSB>_^*$$EAnCTZz(xeRAc6|G28P0dN-0!Jpkoe$=;r89}G-kgTr*pKEE zp!Z=HnA3AD5?CX1a+pzyU1G@|lh@EC;s=pTu`ZGLmgy1$##d#5IjzGw5lNj;y%y0Hb$%e%8vZvsnl7ZM`M zGFuJj<(5gq6~Iz@O?IEal9|F`IsKloK;`!OuVIZT+#&URmXLSMb5CoAx{pDY2P8z4 zC5vGRy*ecYSbkiK_7hlA?{HWyzhRz2&}g&_pMF1Zo7D4J`Wi96)>Vb~Jq|3BACM4H zmg%i``Krz~YxK)iws-WNag3ysZ(~#;g}4NyIi<_hW1$MmDSjY$N_P zNvX~@OtTr=INY@Vcd(7=pGcfE+fd%eoYNdBUYHNI(ex*Y`X}3X_i)oBu#KvE*Z&T_ zxNS7q#MnmXC+YZaXf{eDNLW!4wo&l-34YT1<(duy+i2Z_gw)bDx&*df2DahTj)Y0t zhLdG3I)b)O*;H7VSsEljifvS^FUF)Tx3vtwHk5mlq?+1>#05@@%_{`kcs7W{R&N{o zzPq7qRJ`tlPmFu$lfW9;#_VxlaZa7JT<|paq#?-^>k^KEOqcNZm~~W>J3+ex*?3M!r=mJs;d5A!6eq zbDtTPK1Ukn0*i_LmP~;q{2_;BRU-2p`h2t5NwBMBIFfok%i7sXk>%5sgGInnXAcPx zWtr3(cLK+LDfmmu1V^oR0*n7+4ol;=%)IEoh{dNNHti<$e3p`wg~*cU+R+wRCLSaq zqAa%=meG@M;@$3Nzh~EJAUrGdjKk9P3S+eMGVAn)c`1>9`nR6XQrXHDSy~*f9|DxRK zCTUJ47O&8EEcTAkfQ6ZDK?0Ei>#+#BM41Q46zdZD%a|^a+an|u%qim} ziK(4A&68hk0^ReO$3R1&5y!p5Hy|&1HUl7?WFs|CxOD z3<(h%7nyiwT;eZw(FK;N)q$MIWlAV>Z&2Ho!%Ja~ z9k!7WQI;X?a3^?HmahpcRqs643oOq+a9AEsWLWwxwi^m-hSTa6ySTxOW$xM9t8I+`TQ{$W)bm+(zhKVKmYN-P z2bO?R5+cfSkzr|;Z`>W4y1MV01cBw~52?1H&c0?eI40l^*v6pqBuT_JE;aiIZj<>em?C&}rS{F4%@?B8mDZ+c-MU!whVr z_bn1BZW|JJBDeCCLw|j6j|2%TO2Rf;1Tg0`x8ij1&3*p(Fg#IDQZoX2Ba0AjLMeTrS0=1BE@Nfo**GK$2=|8xj}TCQqdW*v3nlwSPZ3 z)!T;tWKXn>#+9+Rz&6e)kiZ(*M%^2K@Z(fx_4+Q*CE`>_rdXFq)KJHcx3f*xM_?O8 ztw>DmY$G*)TPbwUc5i-P6FN@J|2mGuyLQSiGPY5&BJ~UG1dgSop5HyaUovmUH*VGn z&jZ{mNQl_D$n<8$#Y)M!0kD)Nhdvfqf`4;ZwAwT0G;fCuv<8;__enjU<-$aUCI8OF zQ835q*(5}iC5T}ex%_x%U@7)p@Ihel-L5D(FQsjnU$`o6EI9@&fkC96&r)|Sb0_k) zo%!v7B_o1_h_ZC=fa~>#+o$iqqGH^rzM}A~kTZv+_hjar=Iw_lRbV-0M(X)27EKuo zl)3c{f8nxRK|(}X&N3_qF1+{wEUKSlTMI0%yE!cDJ~8t$v*naRV3}V@>iI13!B`MRCd^I7Is zF;BnirNP*>$o1(P)X>z_Xzi@3+HwpuD+7(2S zM9k^?TjrdmK|SLEa89!!f}~VuPI+a_FI+AM>a+rLdY?ezq?uE%B*vV4Zd%8KIZeGq zqW;O8>g^hZ&v5zOCz0ajw9JAzr&-%->or(WaZgB)u%aZ)sq`FUPF6oO8^Afu+I$jH zOLGdk=IaCIwCF7flQbvw1@F*z>ScG2hlP2qlmtjICyT6dOtK17?gi%LRY8(!YEBXt z=&(+G1DI30dNzMQIn|rf5Z5DUPKi&0^ue4Q8j`>onNwv(9enh4;JfmV&?WA)Aemxa zBC(L^5`&UjGy!v3)SkrD&Yb*TIfp>^oRsV|N$5DG?ws!F*q}Eeb!xE=-?x#NPU`vH zGxhQUG|E9f-SCNV^DGh~HZC%4JK;{y_?|8Pl493spt- zQqO1kyps9#VRT&P0hr_10VG6}sxW;yWH24H8DTyRRl;se^68O2WEzHZ|?xW5LEQ!7x7VB<|ZR8wXgLk{9 z=#Y9oi^^Q){xhq{#`rHE$$BJ2l%+`*oR>%UlBWZUURqhaz!K@tVaai4EU=4R+98;i zq^G2w&l1vyIioH2ZCnTD#px9Z5oOuWutbKI;+@ESbZk-tmIG&{np2kv%;DtyU==ek zC%fS!NyMCV^oHYd>nYb7|4rh?7?M(*IlUgioH;4KEuRPG)YFK>Ni(NrFBo%5>2vWM znA7Z8B?3Y49#KuKNQ3H2^IsQiYmcpWe*FOm?CxSUF84DPeH?7`g0?T%N zQqN}z3};!2C-edq+wmksl*NT%`8IacA($7}GHbbp!m~o*9G2(0j5&?ye;?l-x#Jh9 z=d(0h$5>!l)03LOGDX(r??s5R)bEP(G9W(!Ezm!=Z99QwXC#Lu^CL7L!A`9fF94Q5 zqewlUrH2)BP7|vXI~-WrPbDFuEPoi57s@w!LsPfuV{9m}?71Sh;0;S=;D^=+M)4rIH%b^ilkI$8)Jtvw(-U+c>>tRVj~hK%{D?`x#5)^Njx{>oOnUOx9^dSD`v6I* zsclGH;MG;X$AfLW@FKC*+s3N$<7gW`hrPdmZLB{{0&8R&`}fG9Z6x~NPk}D+?gGga z>k^KOyJ7d<)uHYau#K^iB&K$@(R}?qyr1Ucl&r}@$9ez1jwA64*RXizY@@Sp-#xI_ z?Mz8Mzk6=dWOnEyafL}RE(T^KL~LASHZ$W=-}Ws&{cbwNd8xpXca6hR_XV@7DZiYY z1}x8JlX^bOGf!q$n-C>u2P^@LNQfv)1;aAx^8=h0pYZ+;0!!u%4vWPchUI4~)8W9f zIF8iwS=2r=yPC_s?)a>bSrQ2mWwGmy>ov6fsmZWIe=2zCA+V(0;;`h&GHdM5-N$yo za_&8;=d;+DF?Wa?`Oe1w6pJe-A)+i_7#4lm=f{CX)@sjrf#vF54$BDkxu=vJo6CTu zYCWmvvzVV}e&I5d*`Wh#%-oTLh_cx9z77KPAyWHbDEM? zpEALm(v(QlKbcdboW_A*PCCs=q_{bCOJdCF?jLhJ#msF(f`k<%VNQA<8FOk-KcN$t zQ$%MHQcH6hIoQk{&S}Q=~R5tB9`cCU#-W9Mg-TRRMDdzO*n9MlChKdaoND^DUIbG;-63wZT&rTmOrv(#9V2#YF zQF5%cw6Fc6erbkYKIUSixVrpkji{y<|p?i*17?~q<9REk0 z?%DM@vqKLYlZ@v9Q7WXK-#sVpW!@lH_AJE#x~Fd|5+XJ(GAo#I`Lv|_Wnekv{^hg4 z;`M~Xa^MDY_pWl&k9fzc-*HmUXHn?QoY+4MlWz_z7Jei|l;sV>VpMqU7qB#5ct%0# zzjK;>IUJT%@yxvJJ~Ma*>}nw^NIjn=cJ^xA)k43WRsohzYe|SGi+N96uS)V7I4?{0 z7^@2`j=3C`(bhfiVxY)M|2@z$PuZ8pCuE0StX`@b@0PIbN1R)abHIZl#9%qh%v2!3?##AbNFnbTQ6l2V;H)iGks zNj2 zgB4|codgLhO2V8nmNMq_d(O}fU`~r}laN}PQ}TdgiC|9OGDw)DIbAjSiRN_2cWOSE zlWjH$kYY{;&euhA@-uVp3FfpZmn7BHoFp#L&Ter_FsI~V5?j4F4K?*ab6Pzt_dS@C zO(_YikvRo#ZHTSL!(SJ7RrLyzDcU9Sm@X0QyWA7Z$*hXR)XtoWj&{fI(2<^ZmI)o_ zc?qX`KAypx*oSze;}hd?zNDVtJ;!~pz&4}SCT210YM+8gi0HVO^unDWD)U(d>;$hh zH*OVJGCp!xEVnUl!;{xjJZf35DX@6{ z>~UCNN&doNS!2)>m)fH^hXPVWy1?a>8 zi&4MKAb}<38;9k(2Xk*wn2q`zV9_2y>iH~&yO-k{b2UD<1J+ofAqf#>xyP{RE7{|n z$dzN9k_49EN)C&~EykSMhupwlxLQsj^?a7>;fy(L(-?6MSf-ee5K)$ieQ;hv+!wBc zrankUz7p9$Qj7o+}HP0;Wx02d_|HZVjD@?gK>&%2M6kaZ6q}%Db?9V!v&0O zxUCG+f?v4IT9Y_wwlT+;Ij4Dfufs2}4UbMF>Yr>w<;Lh4WNu;=KEI!TH#)glp z+rg*fyfz6ER+NNoRGBlju|jU}Jg|+WgGop&ZDalwn*m@O4Gl<`q;1@uP=&Vf!u-`U zSeS7WNPraE*cV$LZ6hgu^jENr*r_C`rnVt*fd_-Me84umO-XF^wo!5DG}^}2*3*xG zZ5Wu5z#7>`QAH!%0t!m%_JJ<3cm>H6?Giprmk7POsm0oTBh-dnJ_LL=93W7aY<#yWp9fo<*=*$ zIX0_YVDWTnDEVvM=eo?DmF68T?gy3}e^Sq9nWV(r@%qj&^9Qh`hmsIcmN9*CC%Bwl z&lgy9vg8{!`tO{^br**vwhqJ6VcoGQz;Y*-)bm+NmN35xT^^l;zdS~~BO#(JNeqj{ z_OAFgyx3b&9R-$OyE!b+n=!VLJGL(F&}|=(dOl0ttIXT*p6AUT4D&MPDG3o}8KI5y zVqa{#1m@+~iRHQiOX+?Ni&j6z&YxVKgwH&N1dw_@OUp0oa9f_JrPmo)#)Xm)QI@L= z%c$di_!L4&fZ7y+rSKq!CI2%sFUf0K;=g=EN0NFzON&#?yd3>to&_vB5=e+B%iw-E zFLL_b2EhiU<0m^uVEN|JP}(zGDVrE`im9@}dxNF~lOz#yS~8t6C!Zz0gTb6OM3R*1 z%t_)GuF3U6mVh}WTqSYR%xUvX#+;hA*C<$}2oX(h&Nw+W8z?_P5Nk}ct$)NG)GBBs0A`&KPPN{x%(04wT z#H7N)oL))-q?nWPZ8=OT={V8>%&EZ-l2lW3lDNRpb)$>HoHo{z`}@hM-kcI|oI!J% znlVrg%*j!S1lGu$b}wmy=F}*-$9(7#OiONXQ6uIal%EdiF)%LeI+75vagm8) z#^r`-dN8nLj(_MVu%sR1u$UJ0!RdK9G9?gLil&izK8tzu65Q3+tPL{(mXC8uh$u_{ z{`8~6%)sOp#Z;(5=jf9A@ zgflF|mh?CXEIYpS3>8=+PjgtZnlQgScI&$q{~s;Aj@I9LK1-7k8*pCo@ASgA5*%zm zLPS}5>EOJ4e*QoPSXOq=O%_-J&vIC%hB3c9j_)k|bgq4~&>!g$_;} zr2)24HG-s6XB+dKnRA+1w@lo?HujGranfw#bueQan_ss&2DUM43W@qB+laUqu@-Ej zw+V?9w~cY0jBQ-rBZn*M)B+MDtSAZFm~xx3jgo?-3a|}h3ldUW+n5z>1h(O8MZzR) z2anp9I#(HdKq6;&%4UX!#N75?O~yrdXHIZ#w`xUf3KD{8eboNfJ{# z+ep(%#CM0xp7|kH=r||NbGql}8O-xF24AZNL-$-gpVafar>zQeKaJ12qxdg|otKgj zv2l^<#*E7}^OG-OCs;N2)Hi{}J%q#JI*>7^?fC-@fMu~Ispqp?-?a>Pwe}J6c$esH zTM{D5;?J<8%lBvrEZ-VVY^40(InBG@nyVc19Xe8djv?%7Ru@Q;$gXzu|Uq`!mcKJgGBw)uC}T1 zvMkuuBJYq$@m)>gP5+IH^r+ zW>%5d>UXse^+4R!#%fPffL*PZyxQN7VvTmS2&)#jtIc&zz*9q`#w1g$OE?-bU1Dfl zn{MzO`c+F3Q@dTwJM>r`SQ&wXTm8kX!OD29*31$*U&B!(pvFwmZC|PZQ=B1*sU4GM IPq*Oz2hmmNssI20 literal 0 HcmV?d00001 diff --git a/utils/logs/study_0/imagenet_resnet_large_bn_init_jax/trial_1/events.out.tfevents.1707988566.e81b32dcb7d5.1498.0.v2 b/utils/logs/study_0/imagenet_resnet_large_bn_init_jax/trial_1/events.out.tfevents.1707988566.e81b32dcb7d5.1498.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..ba0769ed35993845d7dcbac90d3c8ef78b30afaf GIT binary patch literal 237210 zcmbT9d0Y+MAID3fqJ^}mC@GT260&E>PT4E1Dnb;MC0mOnDTN|yA<7=vONz2nNKz+Y_`ipDEndk>Nd-jv`8*t;r8sq- z%Zxc4E$6$>@$J=RoPmPAulpPyuX)ovy%uzI^_u72(a(2=XGixx|L)_oVBQR0_jyZ} zeQ-7ToA&w0O-uR0wF~3^q#3tT&{dH2^z!i;s30fZR7zhqwO!i*BN{2lD>U?Rb@6nW z=ksmJ(utk_*6s)nej`6-^WWMw3I+=D)91OkInD8!H~YVUkcgsz5O5&n)9S8&0~#mj zO_E=I;ctMELK}rf(>=YWx_CPI__}-l7xCwRhKMbz16q&D|`0;8NZ6O zaeIY!3QE3z=ET&+)zxpFi|eBQaxVX{?gcq(k0)+0`miZc23kC=>33LO^SV5TxBS&?ts~V0f?Uq!t0e^#}_Fp_GpI*iUnJIKp&>({5_|0~5 zU+6O1+tZy{b}8#YLjg0xsrX8dzk#n_U$>Pv`OE|wD;Oy#`nvo0@@CwN3pge)R2~-J z^d}P|+CQQg67BN0rifNqaY?oJ-;rpwK4dTdtX}+oi{DYfM4^c&f(m7!GX$WXD}A;z z{Tnsgp@p@4Hw7k2UqMfyzR#Zv=)diA{7y&Q$=^+z{DN&bya`h--iBVj|KG}P|KEgv zmjAz;x5;ssvqj6r&+_ju-oErml7FSi=?|+NH8;)y-#_v1+P0G44`G@?( zi)a7aR=logKD8Zo#S7-+a$#Q&yvbD4`{GmW5}e_BC+yF_d_29!MAUjdS`2c23=}Q; zWQ!^4@q2qvcO9hIR6TVCQ1l(bRMRP54m*n!Q3mfm0Y&>UOoT9nlm)D6H;utFfx=zu zg_uHyPcc@#DN-yBwYvlq)vcLoI>nd3Gf1&^S&9)*Xqzw*!W0%r5hz_63=}a1Kg1NW ze2SkR8zaRryLF?0qR9)Unoe=GeIim^vFK|L6i)A$2w{oSMvQe1ogb23m=+c4F1iZi?RB8Ae%u4zCqZYmQYOc93^dOZRwfx>Eop_rlppJG>c z1*GsyzSJ5hDt0i{bc)=Ifk?6AMA|5z7`Bgz5T-~+idj8x-T;d8S9^&m8uBSV^iV{K zP9@%_b~Gs_$(TpOi|DHQn>jV6r7>eRPB*lAa5Fx7O5+x;gY zh3=_Uw}GOg9upxx_IGeps4o0Bc@Q|Q>eBah}BEYD_mhMB3Clibc$%7VMy_) z-y%bxkc(gi5MGDDGTms_7IT_L?BY-Xa$n zplFcGL(r0&pCGI?eEN)YRck4vIcUHQ`e{$Q_H-2Pb8B0gBJ#nQA(PkES(Jyjd87pUk`4 zGZDfRAvli0lMPU;bnGjpP~}sk1o>k1pa#n(0L9puOf{Y2RcJU;_#8gm6eza&FcHEO zF*pv5IlV>z#p!nA#T3o>6pqKHV)fA-Yh-}J-;AlIQyjk{ixh|Jxhnxh<9TEkp{nX2bF7Hr~%f2va2DIF_xc z*asB8gO`aZ)cF+Y-hHrI&-wIjpqOLDRMRPD1kFNUtOelQ??U7fta~75yBK#aUA)E+t z3N1cGpD$rp-F>IsV4(0@z*N&IQeNG}hz<^WJHT3OSGTw!Sf0*Q(VwiI(&*T zF0-(@`;+0=qmoZB)pUx|X&W&jTgve@P~1DuL% z5&{&uqnT25%Ab|MoYOu_j`Im}0QJy7Uu4ir=9^C=3ian9X#2Uczb zigUY}YC6RVy>Ofeoo4+X14XMtOoT9n9InMO%^XdjXgz$hn4&eG;-mB=974mQT`oYO zHJ+)aQ)s`fj{{JBX1Ne3_SiEK!W4}$B%rb@eos4g#UU|;0iPl)*$pY0^sny=6s;nd zYC6TJ&F3*f*|X>eP&C@iLpM4H@p*5wB=JMG+T*7=%z2T7AW5AV5;d98AIRU z0MKI>o+~!8ib; zp7#BKLjE@sAxvR_A?x=JF#(F~FCE1c#(au}TjnFh1ry(;K+&<9sisqWS2D(k-KVtB z-6P~o{~LfXg%MH|`Kags#RKcX;*j=yiiTgN;}Faflkt~gLkFgsPLcSY)8?LEd$a-8 zLU%e7Axy#fviI|Wm~%i;t#2o$FyT|2>urw|HxhEM!dfVpGSzenEnm);r0OllZ3c?l z=1hbzMJHT~*N-Z2N3Ce;EvD$er!e@=8A2<~<>5e)sKZp#DNOHl!-3ott9jBKrwPXQ%$E(Y-EQK%i^870!6p2OoT9n zIZ_OL-cAE3$~Cr$DNOkkdTlr#s{?j?*Z>rSQ;}=l8X~#qeQ}jWK ziJrUSfMWUiBr!!NKE-xrTO7g!tu1)FT!;X%X^$fUz8d$5yBLMks|iJavPus z8&N2x=)$KM=EynXTy5T}5GXwCm})wOeu^xvMXJuz@30mY9!!KV1?R`Xq_0M9K#{$( zTujlGPjT@vr$-f5Z>pb%DR>Kqv25uCpxAVri4dk3g=_KV+|GEQuvBVr zMD#hzj89S3whK;Vq1*W~ponSCRMRPpsySb~+f*%T0u(x}nFwJD&d+M{zH9Jzy~~}n z#T4E66t|D`MT!G=@8jpFgg#6)o#MihQe2Chssm>MMZFP)!c@~KR*tNP6LG2crZAxJ%wZygDQu8JrKhqwP%H}{BBtoU zr}&lK9*2;+ra=eTQ9Cy?)pUy1%Ytz&5-g_N1&S}ROoT9nJyM*AnTwyyC+@WuQ<(E9 zHcjb;6tZb44S?d{QKp(s@#6MwjIf_SayU>dIn6`}Q#d2Vw$3y0+k-Q@^TZTA`4odS z+TakvFSlt36u*s_YC6T}uno8tJJL^o0g67InFwJDH>9ZYdeIkl)PXIl#T32x6t@Zt zks@)tqXJMw?P03v6xFk%k>a%e>I9%Te~^g~rtm-twHL-efWqtkb}>b7KE*))p-AC) zV}dnM#1%2sbc)UAIal|+j7q#eYSSwwLYTr6DPDJZKMW{5<{uYR^x;!(_0r?4BHi92etV%mG4XfTb55T@`&ij~%_@Ds?~Ymdbg{rD7q!A3ZdnIC@P-H&hX zG1YX6s>9|OvHhOHGoYCBn28XkScnuyXZenYwa^;>Nlek7Pm!6%x#xfXUfb!g7Pst~ zYC1(*mk?YF`ETFwm*O{WOoTAS5~T2c-=-8OtfJ+PiatkK@F_f$I^aYam#)zOibp${ zYC6RfMIWSi=hr&})}l!Q6Cq3yfE2;^V{u0vU*1woL3t`I?65LYwDb%N0E)OZOf{V% ztjR2-Sp7R0e-U%rz(fdB1R+Iwr^)qUEh>w0Yc0L9hCzG4bXK85TlMWlFXw!8``2CrnQ=@c5i6Ocmg@x2c~ zu{oTH5T@YVa<8?d5&nL0|Hc|I#SlJ)`zGNk-~0yB>u)4u#|}qrr3%UZS4o+H#u() zcN0^L;Zt}Y=1{onJ;VFV1I{wlbc(Tgp-8dt=ggb17I7Du2w{rtNOAs(4X%aKsF7j{ zD+y_g7Lirq*NY#K8cC|=~O6;q7kQ|Ls0 z#v$C@lH>>!wuMYJo#LFH5k@>vzv~ASd)_b+!W8jHakA^oNT7JGy-Q3no=>4|DTQnC z;FI!Opjc|iRMRPB<^&=|v(k}xzKHC=L!$fvSc~hPOoT8+B2p~V+KP8*FS~L>Ofiv9@$I=Zu0_w0jnEf8 z?=aPL3b$?JaV^qUTkQaf?+=*>VTuDtQDjwy=kAN?PsJ3I_!QG*IL~*t{V)Q5?{0pB zsisrha%hPZE`>2cKw)r?i4dkZgcMaqr|{cmnKs|V6qETB=3hB$@ms$o-l5&ZjH#wm zd@M3S3WKsx{QY8}1rs4maRe#s^~ZjJ>ta+^<71-FQ8s*vw$Hxd5C$e3!rw0%W;4}v z3hzO77;(3{Ii8Zj9xxHY6iG*Qzk-~;y6+yX11LP6b~KD#pAH!Q>Zy|&fSZj7#szP8`GI;Iz`Nr zAf%W(<3bOhQ1oUZgeguSg^EUJe5P2%Z;Y5?3ZFu!pc030v7T#Npa=+Hs_7JWdc45b z%=B@T#rGZ*gfkJs6sM5l(_=4u!%XkyZej|1KE-pLk4SOqQMe{h+|p;N=@j+9ti=eM z?eCpnEtK0c5yBK_kizZGK0J4in!89$;lQV86#5m1&^RX$zg1IS%v94UEMGjrwYU)c z#T6)YgP90nigQSD+91sju8SkN>%cnQ|RF@=c` zrnra{(fdblhP9Bo@F%iNPSCQi3 zS+)1@jy?5ntM7>@K2u)i)qh+e?&{N(=PcnBjT>Y_m~uKtz4pfa;HlyRlMB9d|NCk; ztI1&>%ApdP_& z2~+Hp2q3Oo*$iP2e|&*rRGNMffILeY*>?V)w`V@0ye>z#X)c0n-hN*TKxU?~<#dqi zt=c1q^CpA$0FrTq%@70$NI{T{y*q!w+cLW(ZR#Kb`P@j-dq7PS^!mUCQFZcu2$$=m zb8L{ni$E{$$iaEJrJI)9@9!=Xy`ohulMSiqO`xsjx4|K;H(KuqFE;Fai%paCD$wjb zcW_+y1LoX^H#dHNz$X3EyFl|Mt7*b}FO8qFiIQFhDuaxx8r^>gJIU`2nRG4ezc^nT*BXR3nYg z(ei4|+0>d}3FkM0ln$tJdS%+)gap{(8@sdR z^j_(-vpM$4v%PUaNSE%*Ih z3HDOy&1TfmUZ2LTR|k9T9LQ$z?RD|j3hWT(#WBjTAC*S1^%7oZ-M_&)44Pyzung?= zc`O@LTYK?_7k90tC)g`?3Y%K9y%c(J?jH%x_@xT=TJOr{)yiJ!Pn>Z_sLJ>^gT7GT zlZ_Pa3;nP!jPhG|2kf=Ymrbdgz0#(S2!&o*a4q72sKp$jytw9z6lZtdkb5}=c6iQx zww&H8-5yWHUisWF@)^v@#V2fr;GCq};hd-*ToDH#yIp2WFZgq0iKDz}q;b*_yv!Qw z4+sR1!Cq`R9YlY@Gz7Uf>uyf~xxbLj5CoC(M-YV+*L48$>-^~UB9JJ`t0AV0j2@0BitL+~moTrBkn=ET2*%@CXui|sfk8w2|91CYU<+k!bX4Dlm)SMN zyv_i!Za!O12l1F>k022lk?8<3U^$y12vU3yL3$f{ssqSc&+x+{kaEgv1)7`3Ac*Pm z#i-$d3)yly$gcV`5#+M8dOZLM31l+_K>|_`#OcYp#n3IxzJ{F@f!s8eWUsu2`*ApD z+ue?Wv)7?&Hb}r;{`IHeyy&jo84dRGY#7drrY3vMFW!zrnowQP5$rWdnN5>quZ?BS zI4&2ducyIYJv7*)f3nxBCWVn;FBM%jQP^I;_RmGexC=H0a7lD)%jVGSrIf*WR(DG$ z>uF#wT~jurj`nicS^o#vt9cJLi*K)P{p#U!TC=G&+bd+t1N`Q2{&lzeU@t=(Hm_Fp3h4P7?RD(;Cllxk zkDb{_!M@;}hSN9Ew^0z-%WMXlQa5`&PFmg=dgW2adxfGFQ$l&w#D+ytcP;b94=MuIJTS)Qr6WIL0mpI!LNlUB(fQTAn64N@-yA`A%F~b+ixlYxk-7L`^3gD z1gSSK=MjKNd9&qo5Q`YjigYSFc@kE{V-cGn2;y9dAh$2aSV6bQTDQ8d2qdkyBzu|V zrQy7qRe9lqIQurUK?3$#r#l?yCAj@A53tvYST>|4d!_m&r^&}ZZG#o^O3Gp zenvdlt1y$zsH43UhIDrWdo8`eX7TN%+)^L+W9*x#7}$?}@3Qq0>=pI99R?Xz$bANT zndh@XwY3*-c;2?Hc7VNNirLhf?WHv8C)&%@?u`-HtNSZ9uU7VwGE&A}zgxE8F7$=T z@7YMfzEJ)Sr_bGSXffLB3!73md!6rdoMR%8M9L$yvYR*{ht}+! z1t16CvgLG;B@dhs9Vp|rATFiFJW7YTja=sbxUN9yLc6i=? zww&H8-==Zy5x8=$vLVdLvtw+A;GB3j!#SD!b-{fANpCH!u;|a(E0XdYZ0jolc$sY~ zmr(+c#huu4I*7?`j=fTv$l}++x6RoMK@jd=TE6zFoeF?#di}1e2xJB2!NpDQIM3^; zA8iv4An!i1<#doEnVcW+7IctRgcUjVgUt{GQ8B<3QMcLZ2i+p*=^jfF$e!_%>{ULm z8r!I9qh>nr&0*$SHb}r;OVl|}oq45xoB{Sa{)r8#$zCISyul%LQy8ED_KN$-rb)8b z4t>sZWaH%)D1g20$i_3X^iTF0lXJcY*eka&n<#9r?2zNgsNCQdey_5)8Jk15m+_v7 zcv(%}`DG{AYp4#JQAc~JZ0a!+?6tKuo5i=+v1cwQ9kYxLOJG0dny~c}>=jkt6N5D6 zzQ%&R)XmtS+S-dZJZUWzIk4A_p=@f+_PV;K722!n`fziw*I6qzuU7U_`8Wi3L}JenE4OSNI#twSDk+cTuG+T{cjqrz zX=-5jDWg0?xg&i! zf_zpwm^XSHw00AaN#t7obS$N2!aIkMv%!rPd$WgF{;OjYa)>Cv|xh->?K{Gf%9VWxvdY_YsWA)q$Ya}Sx}BMR2DsG2-r(;ESo0D zUb{mKa9s2AM|J>vRok#h|75RabM@MTy?mY7L}7as96E=L%LCfAflH!dI-5hc*Y&K? zNLSTlmIBzz-;2$tqrEbQ&)5U@x<8-I;@c~$H~^(%YBTjR?8jNl*m?=}daz;@29@Ob zpuKcgvO%@A7jJm=JchLgdu6O+Q){-@fM;FNUOR#=w*z~P-^AwC%3kF=J#a_pj9;P# zeW7(M8!6ZqCiKI;aN}4@C$QJ$eQZkI?Df1T{08*O0WOP6L@g$l@*w2yQOj_5_84w3 z5q9|JnQS?|SE|Kw?m66-pt2g~#Kwos5S$b1K{zKTLZ_4fNV2_+lK-Ex*Hw4^^LGv= z{s_`~|I%y#ar9uz=^&j#IbVUwW{xZZka%x4Ll8u7B!YOkwz>r%x_Q0KMIfm&_#h`H zbL_Rswyzn0j4xx$=^%l2oU@m7e=BPMDgMf42!fQ4Ly#Nx{zsu({C2uJMg$TvOOn0v zR@X;+`8S#!0cWoe4>m}^UeR;ZaDh{`l=8t|YrWWzn(VdE;yYf)x9ql_2YaQ@XVWCv ztF<@h8_l8<`_#c+kC(DZ|70(PeadUVUXNC=iNf|8e&IYauCf}x5_Xb(IGaPa*Rb4C zIO`jlTx$>ZY8K6A)X`ol*Q`>(UisVDEWW*Zp9SoV_$6 z!wfEdG)eXEu+NaS`=nJcK z*+{{@P&OO;g07aOHrOl0kWHzZy}tAtu?Kpk<9YkHq81ajh~FzazM74@bKjXtDcIpQ z*VuA;ue|()W3TZJAMtxC*Sl-#YAqXPnk04#ITg`xr^wdm~{vwdi0n&UD7d_4g z3fB>76o%_y_QH4P}uIPoR?2+Ni5jd|1Z{9_xUdJ_cszLH92g- z3eH!W=88=pz;$?f8xbc-Vlw?WN5c+M70%FWj_oC){>fsKdJpLf-8%0u5h<*(-WzV< zW@xqFND6k8_bDQX?y*&E`(vjlZR`25@879+9$rx*>>D2FZYrNtd-4PkBi5RvBfP# z0lGxP_e7>(mv|I}UE-JQ_6#_nfB!+@=W? zQ;xu1cRxVX)4S*HBF;Cg3#yK~!Mu1LCqe}0C1(ZB%k+n*o&igT{ug6JERRAcEJ1tc zBFoD}_v^rNV>nSyXVLx6vGcWzMOMHPF_s7sWH}RpECb$|=L1WxO}j6OSaQNBEECf> ze=w+8*RK><3{DdDbQVQ(&U4I>0c}14%Y#cqh#*T`7_vOeDYAj)(KmNqk%;B#I*C>* z?5>Gc%ebGu1gy6A5s@TdwN3CM4Tk6 zdD}I`kxg2}dFIrpf{6Mjs}(n2;0RWm`i+Pbwpw<`U2I<0tS3~#j+*z22%=kUPkvtn zluOxHAFTFC#)sVsb+p=;g6jcbHIv3f7~g7J;?vPZOSi0i3LEp6DiI*TY6*R=Vba)v zf#1MtpS6gj+FFe_z?s1(L%?b~IuNlnTg|e;8njxxh4p!`TAUdXSSzb}FF1u8LqBPw zKXi$oy@^c0E^%=kc8R-I$#}zR&OjojZdQ}ZNvMSGxiK{Oqp0I#MpC-xvA45un`SK- zfqyhEIhv@acTd?U&U3U+zmND0^P;qq2oao@kVu@DxF%oM1B=Z%H=QMa4r*tjC@dOk z9IFM#UfcuMtz9fpPiHwXViB(KSpN-Z0@FkyM3BWh3R&uP&AkFF-XBH|5wRSKp|I?~ z?uqM?={OtzG{U?pqMpuTzku^;qiMLj9jr^M`lHxE2(sA3AWL4GI$Eusdi%v-wOP}MFuv8kMCYK3Oe3dw!^WIAn+T9#wW#uk zn6y*Hpc1UM&WA{1nyx`KS}iDJdl*ywirA34YvKYl7OF*-s&46WR^4n`7mXLS~ zOS3@E8G8L|M;~B$aGt2AvsAhIAj>T4qXEEjHj4-mWKoGnmf{m_GoX1mn9V8`v0U9J z(Q2;eRncl|4t?DUR@*y*ND{Ex(#D*#+Gww#ZeX?ku*C&Bm69 zlVr7>J(O?<4!5!F1XkPXOho;Y)pp%pitnrJG@XbPwpvVe4sM2Gong0NNA;LP1ktUQ zq}dw*l|#m4fYrA75+QZ8+PIl#n}XFc{fRKX)z+*mMi<>Jwrm9(({Rx|IKhZ|#3 zyQHhoCA4=CnSxy+avyeyChEV?YFhC`Ox>*J`|(5$bWg=K5#L1}rz(NcJ%5{U&IA@e zo-4p!|F(gsr+3fngPh-Qb~Jwd80IB+D-j|%FO>;6FHajyivX4>Z|1dL`sb`xevrcQ z*~%R+Io-3f;(+DkZ=#;gGV?y?Tf2*^=K2835IG-q5P~el2a%rR4Xc0@v zQ3{LarWwex{NSF`z;YyysHd~Usd3gtf6`JDV0rz72oYqtdK6jI*Pkwc<`Fro#7o4I za$KU-%0FtL)w;GTyAD>%4I+{Rtk!17H%xgb{pKoIt#S>KQj^u%t14lfN#yeiu$szx zB2JRk+K!ULRoi{Ur~z25a|{vnPgXmomUa-%YJFmfNMWm;QY*yf_2YY7Bp1r_bkD(Eh!DYfNlM0fSvu?>p4EOR$RvnZZl0#F zIDManm)ys`12}((t0hrSXYqNq9M?D@;Zzi`3@{=>1X*HEBg<#|sQa)kQy+ZF5wWDF zP*_TmINuDL%6G>tx)?BZtU##p3z{n#hr;D zy44m`ajd2sThbV;Hrt#CsiW2AbZWg4tk$?c5yrRLoi0+iG0*6SPlb)?Wl01`u-c7Z z^)acJvuhDpt$O@qDKenSx!yE)Az}K+g{&z-o(U5HWSL+L*URJD__u zdv`@@*`M>xi3^nO*=DN;UWXfc`n`a?e(W1jPw$>ZnoDtBwyOBsz`Ur{yUGqia9%tv z;JjS%x{rT~D9d-Zv4|z{5{1Q8i*vqto*ICE8hYGvqMpvOaw5kB2aeU(2bQ&~i4Z{+ z>r2Q|G(tH5)@4J3un8iT?N=x)*Di1jJ;mZ#GOWv|K14m8CHla8T$k()=~ck8#*zpT zWHG;jEVqVuu7l1^H=2$?)NwV7E!p3+t*%f@22diy-MnwIS)gB+{XaQF9dqYGD zTkYHC$G90fiI6&4&8XLi$6&RMRYVxyY7^Vb z;l`}i>h};fW@x=)?#874@v*iOIqzXIXfp0HSgof#kyKl&@dh||v-V=JTD~$7TeH=Q z)@GvB-tLi|0amNjAOdS;wFyh4@p5XGkh&bYgpDqdDcB_jUdP2K{k$p^ zWJm5&h3>g8x97Hf{Ip5m7v0Zxyx@Y_oqMqJ8ziwWP7mSvS?GKoj^jAcP z;JoPFzT!2Zsu8FdAyJa z5oD3eMwUbAH}JJ{$(yC~MJ$zfDJ+MkbFB8Gq8_L{y?PEWVJcz4RKIkjpDn3)k3}zagwaI`co4enM+i^D_}J>sR8Uv{gc&}jOgPH zR{Q_ohGrv$t=3$Y^YcmKPWd#rIu@u9L3FFNQsLYKS#IRJ3#>L%lL)D!)ly}LB!bm? zwIag!R_oka1vh5TlwszuF&nib0wkQ(x*b%bRmeu^3Hdrm<=dp&Oj#Kvkj?+p(S3%a(%g1M+f}C_yDScVlN>{uN8##1(0(;%Q z{&BXR-aWl5Ie$)hKxZ{&m=^;@B1CXr@;UP|?R;Pgu#A*h(^%ZnYb>C zyLmSS7L~(9J)K2+)@n3#?#z|Rz%t?#5hBQv_yk#!d;Pu)&7;+gNVi(^?#8$+ zr8nNI1gi~^Cqn9IwXyXymV(u$st{p(t5s`h;>Mg{6Rijvv!wgi(AnA?Hn zV72}&h@{$DjXyx`jt{|Viwua^nyog}_z_yo_M(3oSS_*x5m+m$nMJ7JrVX?+I00Sa zdN(3duuG^s!zqj{OZ){^OYcj>)Xi#g7H{wmDV&{PuvXM@uKvH{@T~T-gBxyB=Z0hP z@6g|OB#wP8YzuG?-3=2+m6+XI_l6Q@()-wyW1aDPl=|Nnuf(&pE4E zt?=#&*R75bQBP-ymf`%Rj0Q=unZPo(6A>cFvhXFY@lox@rNGkl$-JNDknk&S)5CeW&N@$d`WM|LxGI~{+!jS-bu9D z-EWCwb-jfN=;TP`KXM8>Smd}3#?|9O~gsE zTKQwn?`l`(T)=n59?2u3{>f_9kyhbwR#Pk@B89Ei$m1Dq2F>fI5@AQ3cu54&t@cE* zE4B;2^@Txbwf96w9j&%&C;nYCgnWd z_8qJyS1*X&;bGF?F-rnW!$&&^-_Nlq-okPW*dH_bk-roNwl~ zF2cX?8@`mNr+3d)J=fp`6RNR(9n8y|l|+c(ybODf^RmA>GaXo7pU*ZIvBZ3&u-sMQ zm>{crNiJNsG0k(>dOFL~6pjg;vmdqr78QLWM3AM^M`SSx9v2EMs>4rC6|sbUrLg4A z;GCg{DBQ>22(285dOFLLOM$p9(_hCl2bSsXM2H}Z=2v8y>o#mGG>`Q9E!K-z%D+pr zT0*fF3gov-F8;2js7)jZSZ$=^M@)IP;9w3|?OQ7%r6#K_wB&qN?b-K*16b{=5fLZJ zYN18-vFUdVb?*#kwJ)Yb)IVA6w5oj{u-fzPM5M6Qf@ELdW=MQG$N;X6)V@Rz-D;~V zOc5~pc=SN9nzAJkQb(%=NjK;LRy#M62;*CAPh%t8m=8|<%7Tq)J&p*FV72dOOfgC6 zO0*tWZLOB zLv<0$^Z&Dm8{s^c8FNfsTwVRpIvBY;9J`!?|R@ z`dz`$7UzkSnhbqHi}P*j%Yf(Wz|hw-i8x7yez>q6?!Xo8x-SJo54lA|{ga`;zbo1f zhK|l9B83h8BkmP$?80YWk6=eFenbR`c9gHXkFP2DLKEVSGbxmFZb?a=Iy6?D(9VcfErF*{Z$GO8|)Lxlz*y{#MhhxtDuy}1J>gg=2 zI&*$kYg4&%C9quHM}!EnWHvw+DJ5%HSQndl-!_U^&a9`fJdfaf+UPIW0`Ie(wu-2y zvlN%C!bY~iX`U*u$VLz$f-Gm`kVS4qep|5GITf4jB9;gLXOUpF9RoQZaR(RfjsdF~ zHz$$=tX8y|b3do)==*_SwLyABN=;V#y|po3)n=u~9)s0hv?bysS?$VtMQr*Q5Mg|)E&kO5UDW1k;xpKoGsY4D60CN}(*lzms&<_Qt4)|pB-Pex zyaDcC7M225Q*|L?Yqr|&B@NJOkspU11FKz}K?K&yYAe=u#QneO(g*xDHFhqMDcB_* zaJod$s2i8TYD*UqF?F-r(e=vs6!ufgD^Oj z0O#D`otv9?AvBYhmu&C;CSoS}cGXa)Ey@`4{ z%k3*1meL_g^?+r|P$EQ-C9W~DbQylNJ+K^G?WGYUx(9Lxg{9yO=bPb3g(5d#d9#hE zr?YHs5sHm$&HJM-fu(B#5hBPErGzZMljq~JcW0kOv=*`4_&RA9*8~u%llVmle3!JAEmKUet z-!$3$n~3@+tL^fvz&l?I>qoMaFKjifu^g*846&RDJL+j8B8YCazLPjsTeGclHdw8= zDG^dfs~tW0zO{^+9pR!zQx)tc!M0TQg%u6P(Gy>M}?0IPLqLnPJK zYPNY0tft1{QOtXP+(DL zvYoA`vkdCY`8M^6z0@RNQPUzq1X;YBAxrv|%#+YO7P#jmidZh}muR(cKSR8L<{Mjh zg4GKI$$-cg+xkCR!dIe{PKU-XxT5Yno$4|C&_AO4|ATM2-J16 zg0q@S2od#9R*Srtf`2VWZaonxY_(teEAS&uu)2I}*inzS5J7aS#RYTj=WMJ{(hIB> zwwnm4qt&8+L{0#!DIOrg_*UEaeki)=%!tnTajQCs2#{d4E@opfX}VOLCs?iGG?7$W ztMLY?>HcgFSj{Dqh^>Xy3RKZ*0fzz|z-oJL5P`L_T9jQMyqqT4NBcpSaJ@%l3U-ML zoGvl%e9{XztDSmC#MI4d8b@=cL-#al-~Ohk-5&mYIsDHBBQt#2{;2X%xV~I#%t9^7W!;Rf~%$E_cqnvGsAiC8KPB6i3x!}xm zU$9!Z6A@BJt9@>hKM$;CK8*)U zA(CoqHQoTvZ|S}Stfsewh^^Ub`F_pOYL<&Pp9HJr2N8j_vfAr0gK+;(|8+J4y7#b9 zB2%zS9Orb2v$CJJfYs#I6EStO+Wxo zQBUul=YDbS8`Nqeh0osY2qr=V=fy$?yXV8$vDbiQ?**{rr*W({Z~gW6z*444gb1=2=^@L232SFU^EjRxc3i}gkRj1(ck)}~ z1+;gf?HRC|{9__Xz-r;gA7je$NOM!L+Qt$hr6#M5dCxhktv?}i0<7lwmWY#NwcAT7 zabymSSLA@zmV6|l{>f^pm-{RMtJVKOL<(CidB+E|n)=234zQzUONFzmNVnSL?rqR& z4<7Eb1gix$Btq(Fwfpg9Z@_BWN<F5gVnN4h`?G|t?|p@xM`*1LV}@7 zyzNG03U-MEPM6rytlnv`nqNO6rfyc#KV@PGCTP|_|Bk5RY|o^0PmjxXxJ~6Zw!-&7 zx{oL7>D_ZwD(9>gF;@xCunAL$5W#uT(Z}vtR+zFDSUyZR{Zqsed6mKvD8)H<4t?ML zI9#`bXAt#tmPJiDzpM3Fw;11U96Of?5oA#@Ko%>-0(_!8d~lrMia%$y6*nm?yRUKX z7V&Eqs01v2lZbjc%ThJYx~%OM^#=CqJ|`kXkVUo)viNm3nE}m1BQ>yxh-K?7iB_|X z<($<9?RDD+R_mHYBnen;^X4~r88*5vp9NNXa+64@$!bxnIWKRi@+oZ%R*Swz#7VMR z;5yDdkYk5FGy<#X77|haWVJ4C+cLmvF3*TaVXKX@eTi0^Z#2LGcGUehL=fF-8BIE3 zyD*<oJdrdV2S?JIDDg%IK+n5X?)~3nD~tUMkyS_dMPAZUbQHGb(kNh^6cvg=L|l z4PJ7KRxY0dEctFkJ)Pw<_k5GF>>{4WD?N!2L6)+1$g(o!39ie6_ECuEU})zV#>S=`2s#6yWz zD?DX@7tqeEu>-(r0Yix-0jqWTl8-5E7e@a8s~sClq|{`!8zVS>>Ss%yLls!9u{{wd z$!g6valU~JzEto6tTuWY5%o`2bKj(923DKrO+*S?O;^1XH^ZI|f&Jm?80b#~(XBRX z80U92yPh*{fz=#W5+QZ8+V%O_>R`2X5kwf@YF%@tqt&E`Sjxl3%-li*NI0wIJI%u+ z%S)qXfz`@(5lOYR8gGD$6w_tEYJP`_*qW`jVVV(I&DQ22-r1jWiU_Qg)hZ(<1%R+GI!#MI4d10N|p1rt09$jK9RoZLc6_Z&5TGMd2l z&DD3X*KOAl_4Mwke2Q}>DBN-TD9lUuC?Z5~UUEC&yo_icUkEJQpB$4~`R9CdwTQx! z*^qO->Axn-8d&T;67_VJ=P4W$ELtw72P`eCh!8=RtER{jJ+Rj&V3E1I!C1tS`kcb@ zDw<>Hw@V5ufTeLMQBP+n{>ZsoB=7XQ9>Ajgkq8lFN$rd*H|;8SL-R-&5Y%7968u7< z)$ZhT9*t4A%zg$|TRxIV60lm<(Fb@L>btz22v(~cPo&gjwLJ$oe-yz?#``r`t@{)r zPLkD9etf}^-Jfl65UjS_m5BN$tEDV)G61WU&mX45r9fCQ_JiuK1N z>2E2^!D?qBh@{$DjW@ueeBU^*no|rBTeH>n=a`_?cFa=z1ZOp`SR$}iRx2xY#!dU+ z&}KR460Z`7Ou;S@+y%QtaZvnRuv&|wL`>bRwtDy7aOj>RDlXfII!@9nO7}cGk@LHn z|0WfDE~@AkQBUulH|KEfAfH|$6$tY(q~R5I5Q6iP)D`E&`9p*sunf$J4-&D&zooF0 zDRNk>0`4^d6PP|F>ggx$2cT$3$lSCMYD zZj4pv*!nn; z$$82^m*~}p$Q0}n3(c`h)K_1m0#BF6-Grs|J@c~PmS%??6vUc!3fyx3>BJ^>a@=W5wif6i(F-zY3! zjW|{_cKwY{gg=UjUvzlCi|RpfMv2j5hBPE&>LA!jQRZvSQgbU>?mUS{DZ<` zHk$Jr;m28C1z8^%8k%rB9^i$ ziB?7<)LM2c)X{3W!}d>sv)a>!L>S*{_UD$Pi#`=!z;{|6P$B{(SgmaH zN=#a`^T0T;T9g`*R9ma@2AG}Rs0UbWXiFltW~&t>cSozq9S-sVt5q8kfwi)lXR0@D z+IQv+oS@?^??_|{b_vgZ*d<2p+tLNBrq+XqshicNX@?j?_w+oT<{;`guYXgzr{7mw z{P0zvoP)nbd7UTf>D_a}H;xG+n>nw6dC9s=gb2=yM}M4`#Ozl1o|K4R>sE_c9tFwp z-n^@tu;vYV#@! zZi-l*hR8^I3R^jx^Ss(Q-SHj3YF+9TvPl9~J3pB74dn8eic+vzX9XgqCaY;)=X?XH zJEtTOtTwtS5huxN4IL`5K@6JS^deZThZYg_Pgc9$H_`*FcC-}{DQvYbo*b*4^B9a) zo8FEHqFe3JL(W-EKYZ;wuv&2^BBYL1>-C{WAF!HSPa=$OHK~We=ps%1q4*TGw*?U( z!D=(lt-+-3{)v`gwUD7iQf;lq8{j9E&bDB+h_OU$%~lKc>5W!1=o2ajR$F9C1lG!G zIe9y9(|WnBp8{Q?-c%w}uuHfM#xCKuEOjJUt^Q0RrfyanGk9SOu$qPD`yx@t$qc1* z&$LMs&}w(C2QPx|d9*cAPw$>-hd5`o$#a(NhIujRK!ga+%V0~Km#ArzW&z6-qa69w zf6i)W)=^k`@8_IvHkLlM1D4$bhK5k!a}i}_Gwx%0db|5n_m zh`n7!EQdBwSegZMe(#*D>og8n4(}oA=`4+HIcK$8+r1}&MfMO8BFJJg99h2Cdu0b! z8?yAMwTR_@ltim(wKu~HNM~&DHn5t-Dk4e1YR61YVM>aIS^-#X**YSnCaWFU!g)F6 z-GqAg!D>IFi8x7C^YQ1rp|bx@k1t@g7dwckf3n)p{Lp(~wTQh$q_EY-&ia8LanyRM z;V-q<4iQ0gt8KMxiS454iB$ai1Kmy%A$7Fc@7)*kz-nQsL>S*{6}hX?MF}H3=flRV zpGgEru$uD2a7=1H{qYE}+Nv8wQf;lq8{o_n9lC(@Sz5OeOmJe}1s74r ziQ7c!o^pdY-#}*VbnXJ(^Tkr4p58r=1arElYl(Xom>20aM2O(L=#9jAS-O5&2(V1; zynU^RC2A{$#V~<$zA3oX1OIBM@=&6l&T_UJ=eH>13#)8_W#a@QM3AM~Xk>8;>ir#9 z4qab%Qp6Inlfu$CopXlXH|xa)SeK?xh&OMNZ3;MZ%)ix&*Ndi{em-h%S!_8@7qrhq}j}j?0S?x}J z&Yk^zJPmq))r?LPagwZN_mguEWcu3=gTZPy(uk;kvf6W>v`nzt<}4yo*lOWt-=fv7 zmbQ<99ku8t5k$9ILlw^3jSGiaH-xj=&3i;h9j&I6;r0Zq_PT%w<6BMo&RTTQrh#F1 zVPl?sMg&N(T6*PrOxn4&@;6v*!y6*0wpQZ}@LzGPNr)qDBW|UKF4Z#tIXnHuWNiJ>gnBc=$>_W!35cM9}V-OUPXim&Px?%UMxml zz`y32H9uT2^EiGV)SxwZ_S&Y3mAWL=m^hUrkH-ZQeWGNqq zYrN=XBm4$Z*K}?V5lhK_3d^7%&brKf;#>(VnuCaXI*b2d&KdglrNr65a&Ht7BFIuQ z0a@g2sypaM#OUdkVLB~-!j1q$Y9!?La^F2DnB*cKRPY3MNttai|eh?8WsgY!A>UEb;XViQ>H-gF}BpRA@H(>xxm=I=#B3R|sE zy9zgUTCWK{u%kXMAcE*tlTB=em)OqLWxK&@N0t*Ib+lT;%bB@gwbrYNFuv7V-HJdL zT`*XHw=un1M+8W)n!DyEOj23(*$}Lj8cihC)@r-~I(S;I1FNOQ60tQ~EqmuMw3^bQ z4QIe=F8hhVT3PLL@B!TawkoGKK$l29Mq~hbi6j@_|XXO^2K8n*@9Py#Y~A@1B!wIA^uohmRh^yo@y^LImd}pEECJ zPcGvf788E^M~GN%9;2|BU*Mc?)@99)29~C(i`jZQOUA-Ty!fYX=)VY9Ds_kuL6(~~ zxW+F6JD-Gg*?n^KSrJS6NeWBW1|1-}Ro_(O(U$reRE^ z)MT|aw>a+>d1^4t6s+dbg@}`6wP@vE*dUVnpDhHdb?HS!{gc%K?mLbEtBoH>L<(E& zff?uBBAO?yU&4+WJAw$JTdiUa=XteW)xEUAYHH(%kUCnetn03Pu-aT(B8+b}!)qJS zMM;Lsq+w%zbtVENSS`2vR!nLsyTKN$mNuP8s;$*{18m_weic~lwigjwv(=8g9EDcf zow3^jtafxE5m+m$t-E~$H*MRVFB70kEC?hr1-nESd+ZWV@?F1y)gsmqF?F-r`IcpE zpnLjkcYG!4I490hy5}Ty&hIw^cBgnBc?K6(mR5uilfO+Y7ga{FwmlK?M z8T@fj8nBd)>eFP+pR-!xc?wJVcMeN<(q?J6Zhtrt^>mg#rkp!p+Gn-02bS;Ci4Z}S zL`Pg>^@veDfkmrX%ibcE?HLr7mPa|CHf#g-Ujr7^c0@g$<$5y?%h6*cKY`_PCn7|U zWxF%7Bwp(<6q<*ti-og@WnZR5tMTrEtQ^v-Ay_S78IdGlHD6oK-6Fo73$}yRF0LX{ zYO>l|Eza+12@h3Hg4KGjBjO}kZQE_mJ&;>f^`R_&PyRy((gh!nQk z&?wH`B2P_xp1_Vext|E4TP^gd0e%Sn?p}5Vtk(G$5mHC1J&hR>16Ip9Lxl0IHa}}K zx@gC{stVYcTIoc91gmYHxD%6_{N8;RtfqK{NUE*Xcmq^Ac&7ra_Be-#t=Vc@O~<0u z^nNuh1gjk`AOdS;wWzPh(Q3PsAK>#p&7TvQf?cA`RO}M#&t$X*tEs#tV(MnKSM~i$ zpnGm^(Pf6H<3wgrx~G;g=WY?#EGInQD7Pi*>D}{|GpBn_ox2O~qDkvWgb2<{Bxha< zzb(P16z(7Wy+OpX;u?iTMu}sBBKK7;aNQPU5%qKy-%XtJ%@obGPr(G?*+hsS%L+GK zt9>XBeIP5DM_l7Q7>yJcfa%hjG=0OBVuv)3lZcLhOGoU?Kt;swhskT<*4Y0*h19PyN&JrTFW~)j0PDHCs zwAXk8R$IH82&|RWLQGEMrp+5*vk)uLUola zbkB&1Ii;eGQ}+Lk(@H^CL6-dEwrLuiZ@OmR>wr)D-ghMG>D{x9E$3Uia@BV2VO~O} z5g~%};>nqp{l9WefyKixzFFv>vs!U3h2_cyj@1?o%EQ0wea-xToSpYyPVXPbqbaf_ z6v|eVBpDGIAuF;o%9gFHC`poJRf?<@k}}dzDI`fLA){dwicpkI-;eYC!TWXH=iH+| z;CepJ>pIu{dfwN$&wUOV&!5Fk(+@xV3&%HY3t1A)2t+W;+@*MqC+oby-w5Z}Y#YR7 zdGMGg%btnWSRZ9dE$}X$^5tYaf0pd}%z4?r@@)gia>|iF1hY)G$1Gj!73H8jHmJN< z#AVrEAl7QLy_tI;4W?{t16I4MNk{@#TjZ61AHyY%GZn#VuR9WoB&+T4X@@xVl9<+D zwe@-gC(df_516+JMBh1m7_7F}h@fg^wK>D>I>TP=_yB?wwpxKFW3@fkhV=uhZ5U2K z{8rl#%~;KI=7tKeT7@Nn$Y{0171qpXlP7Xd3P$7}=~=&tf}1F)Pq;uRYf|>Hjs3h}DX!CL6)pyQCGdn+=YKT8j{LulxSdn57A{*5{WBACTs4Q8<{b=wc+;gEUa9hb$uRIJsu zbk#?J8f}m07S?TRfOxWV2exfdfOGjp2^dhe|fh@(h8f)zSyI1os=gDIJj=7qu zwI#?EvKW0P*4R;Lq^fYmeyW*|jLS-%}vZDJ32(TTSlLPh8j&H#;AJ6{Y-~HSs=!U~u zf0{o8%NGsiIVtB7 zQ+7iZ4W)p8YBzxhW+`ySEJ_L=I)R~Gf17>gvQ++;<^Nyr z*UVe8LVuo}ox_@Wb{mJPs?=#Jr=yUz$pFh>+n^WCz|a~hL;jHj41Lul87bCdwtNFa zpKL@Zk_Yz_R+=^PaVC_16`s2&go2~JSW9!*1KZ2nT854+%hMs!;f)*G$ z%ap)G4efmKEP6Gt&(v42FnjOTC9JKucJ1dE?PS_JcQ zdj^3B&P%Baw&xbj3Vi0v-5bM(b6HY%@?@DbmB}(PdFmec+z!bj{Sj|D5 z`Jz0!;Uj$dSKJgrkz}>bq09^H77TBB9IO^=OK{?>7ODCY^BJg=dceMO!U}?_mDMa; z8IJ|4&0kND!dBBf_6I+tA8+*1gB4}qNB0K`~LuR$!5ZrTrT30CVFNl4OKP2>RkJ(+(UtkyD- zU?p2^OY~B-TK3sG&A@8rHwjQGs})6L;i7GRa3;RLIxL4U1zX}X(-NP@%yx%;XT?*3 zkF;S=mJXL)<}q2GBzM8L zxvFFmh+vkC9hjxXzE^=z9=$p~{lR6)|1XOetKFN{4?jR2_1fydUTsDXLK3jrslIVY z(P=rp0`_XXjR{4P)$X`4cfRz!ntTkbW;}@C#93{0iwZn4r-eIjg4M!D5LB(K_GZ8V zeX!cqaRe!BwXY7$UTv4@Q+!6j;3)*eZ#CEP%s=&*7KQMaEZ6@LvkW_5>itYV*4%AnCNKV<=c{mIEP4Yc-Jr%xLI|&q-P4La>sp z_T$qEwA!}`-Tc666Fmq}Dy!KC@zX>`I48ZUSsVG6Z`%X_9JtW+)(fz>+t6O3$D zE8MKT8QL?t-NUwf{_fR0j_|anr#-X3X`1I42<^FJC>hV+p1mEIyWyYqlJ|#s88Vtc zgyuyq)g9aOeeBOWkfpgwv;~*t*D;3C4C9MfWFiV^VW;u9Q`y^OxT<4^%T$b!$u~uvGt2cgtEFb$d2CF$65R!n^_GmIU zphazW-VIip)sIjlS?ybbF!~@0ISVg zNnoN@TX>4uVc93mv4Djcyq*BWSj}lvGFr{>_qpa^H8*EMlGbV>2biFkd=>U;`kn+U z*=prO)}qzMMlTHotGzxzfKpja^DXl_57RnvpP(hm0tr*7C0yPxEzw6&-x#cx5lS$! zS#4CKsk@;)@3p^lf@_?TFrN18p1|BUXse&64{N>8P%@ssJ#C&I!}i>(;5-QCC3Fmd z2+fP!#a-B*Wr^o~A#0 z)FBYTEMdDb%k4>F_+IZVGu-NW|NZ8a8YR|hs%`sV>#rT?84gynT|h_zRy&{>jg)tT zlkvUYAlKfr2#wh&aUtQOlKyBSz* z;tqlow%XAqig;|kr6WCIMdf-C5Wm&#MK(vPt@;)n16CXALm)C*?b40K%fV`+juM!t z)k1@r9hUo9*B4+l$5R9##%eK(ZlKl9Ow4rytF?+EBx$WCa)1`LAuYjbZgB)F*=l8* z*Q3=MCYWe})mEespj1|y)gvDlhGqB}Q)s*~cL-CkC0;Tuv9Yn51z4@)eS(qAYE2Ag z;QOOn47AhX8Ykr{pl z!7QfcdH5UQKEoD{T$a;Uc(PR6GghlN=QKX4dH*mnosB9f;*QbK0&P2Dh!#u+SqwFAA;4g))SI|)sl*t_YW*G9Bv1DH5X?> zkz}=7RgBf*V{Uqb)u!(xIB`}>%Y2Ll@o2ucJXmehUV^HX)t1Nh?EqGjKSYqiR=Yp8 zE*@J_kDy%mblf;bK>SvlV$>3?c0YIhF|gXXFanX$YPzGYDS*|qA_+{?YOjwoJ1mFD z-#1}lHj5zuF;-J|zlB!YI>XuytTr%-kfgPm$N{$c5nc#ZQ%ECN$yT$tvKg&*{Fves zuv-5t0+h;XE_Tc8k75B&&4XkO&J_hNghR{P;| zQby-|%;K`_yUvrP}kGvbd%3WHIW)WZ9?g=K$yBaRM37pC!ki$+EkJ;w3mQ@u>tNn8kHJW@*3u z-DW5cC#QOQ{O>I0#@sr%Uelpert3BOAD3YwE z*O__QxS?B{6tLPhUxE{7wS+?t&>Xq5r(XiAxg8~_T3KyGx4zC`wPzs&DQva+BbdF~ z{r(R=!-{$tK|uUgs~Xw@tv09ruo+-Azi0xH(Q3!G|FHn8bx9;JQL9xPVRl#@13YHK z!d!5J0K{0WDEJOq?M~G5@nE&M3__CDY9a^d>iuOeSS|Ab!AiDTak(>E?N!d(mteKD z0s@rEYO{TdanYtMv-+9u6Zb;JoO$lJWdmy5$Drd6|;;44P#e9$yT%0bw#WFe%ECWSj}@f z0ZL`HkYeWHKJ)GwL_*^g*b=5tOSs%)T0-yM@42v7b6!R;vRN(v;guL@&-agxoZ=ei z!9$+*Y(0nBs|}vI>MFEn=NDu=e|v`aJ%R0M=+NF8=0&@VK!oN+ZmBP}XLd|ieEOGC z{PKHTmh>k)S*+fU#gAO)>{MgOl9fru^JmeHXRbhIT#oaFEMFcFh+vlaewbzc-LwX9 zUQ7~){p7MF7V=~%9L5-WsrrXHkY!vB8PA_3=PQ%t&Th}QkR|dlfe2=qeF(Ee9KV|l z<#AzUR+D{y_iFyn#9Hm=KIR@sM{VUqu-f8{gd|`!^60u!~GnGdtWdKISP0t<6Q z3;~F-+MgHq(Q5nJD{KX;jY=XUX{{!5fOp1hRR^oJNF!LuR=YOV4Xw88jLQhHT4ELf zN@cb72}U-nU0Rg*8`{$`)w&zkIOkvR zwC9Ymj0pyeIfZZ4S(i=5^S9^5tH;r5%fnZ1f_Z8Agg^x6Wtu;>r^C?FFvyaZW;}_@ z67q^Ci=`EF-{7`{`D*aFUH_Pj=g-n6>NI9~uKeZ)WYKv^Ac9$}0x-)7d5b5I#cN6P zE&n$`8Bdm+rz6nNQKsc>AWNn*8PA{P&rasb@b#;E${@>?odhD7#quy_$uw&21Lbj~ z?{Qx)i`P4`RvUNC1V2C-?Ys2?t7!}&Bmt}a>KlQS0qa_%gVi2e5Q-$LRoOFFAiI1S zXbo0-Hi6*8S!7OHhm}Q7=TYTor7Kh|NT$ZXT zo-Ec8%(sne?qAwNmdU%xc>XMn8!=ZP-`f0G30da*5Qt!w{zoxOOXbl{P#y&NL`VWw>(w(JDVvwPv<0iZSwSe0thQK@vD)mrPA9=? zUmXZeoYmadFjpXzG{)=!t66O&s9IS~v(>wBuv+L2f)uuz=@I64wQ&wR@m5475V#wU}&YTvIApj1}V%&WqW z(|Xg_QP2|k*9lXoC0tUNmdO4*?;2RG=r+N~W;JWKhpWJ9@z&S%xW*~{#?zkr?~TG` zYP|FruJuN9$awztyx){*&qZ2V;V>_27ZHfiyvP|H!}hH5>US2h*o+UI!euG=#gj#8 z+i1+PZ`L+zFoDMcGM+z+wH{;Wc2l(Qsnge15Qt!wp2soE=F!&pUhhd!TV1#;IWCH# z&wLrEI1#hFQ<&5rvJAXN#`9-UOJ?p(?WT6V7|u(l3<43%()9#pv2ET$5z6D^on}Y5 zEY+@x;{JtgX=wEv ztY-e2;KW(2*y05qS@ZI1Pr+*89|)>eR_n4$PZ_MX{tH10Tg|AqJRaM1=ZK@QqB4FH z5Wm&rt(hlg1x%fn09FfDZ2oU4$Y`~nKf)5hYPXsZn5flUJszQphNc}(fQ4z2)u+{@kkn#NOS@n@=&jYgu#lpPoJWU`%^CG8n65F%q%8W*kCGf?V$6S^; z51uTiZ!=aKlB}^FvP`TdYRftR~8Y7U>5aY%<|%lmOYe5 zY4g1HT$Z=qVy#y3iP@`J-;Ue@R-4;_kOZvOVeTdT7~XE|Gz+ZOPLEI|S2rSHr_5>it zYUVRakW?6vRRLCe>Oe@+T215tl`af$0;|<^Ay~;)JA1hGLd8XH5^nc`++`v7O7} z;m?z0vo~{IDpj4_Aj|&GWITVCZ%a?%dAaCQR1dQF|0EE>EDB+mrR{lz%TONEB9DY{ zS&9yewc5RDjMdz%ZVm#gt&Jxn0js(0W$x@>d3eVhuv+;wLXl)O*v2TeYDS zNvC`VJqN43t05$5ttN7SZGU7A0;>fp2mbryNVeL{7v5;K!-?9qV6`qy2v91k9oDFW zmxZ=lrefnYX+@ZVEfK}E#G|m3FtFO(_5>rF)t0W?p$YA|E2i`U*Eqk9@U-WLWM+Tk zab)38SnGXnkn#NO*&;LqKQL!*+gykCbjTtQ!Fl<^%!~5#`uJPagjUz{xhxgOd9s8) zXRJ1*AP1jH{zI3H=g%_DiMd;(Yw}8E$kNt`Km@aVJB22wF8`AT=fyYgpyI*5d$p2a zo-8jTm@C6OmtRhT^D^@t8PA_3qTX3NFE5j{@i{4`p9w@T%cs+rrOt>e=b$`3&6?en z%W^+Vtkou+H^psH>B1zuvwz?sLK3jrv?oDG>8Jk%-+)@Rf>0z`ZSkzGh?`>f?LJuT zwIjiav)ZPY%p1q+AG!Axtd_ZzplW5cfgdar!D?Ra1SxE_MGKWMX4UGv;jp4Yya|Zk zYL!XMUTxXSTl2tbi~R^hMypv~m2VAJdw!I_M6DL-RE#b)On#ci$h0Hn)Ry%u%U?p4a@t=KYwIe+}>wwif5(!W$tDPGok5>Cw zq@E0oXMU3~g<8Vp%o%J66{i6+z-p;k1S6Z(swdXqlbO1XI@p_QoX4kl+VkWu=1SMJ znZGx}T6eS}rLu8Yt7({Sc zZe0{>wS40N*sSHR6x+jI&3`!|30Q4*<4~mdPMDkwdo?XbLXl*(DHhBXNZ%eQyTNL& zwh){+tL0o^9)JE~dWjiW&B&dgYGpM;mt`NpYDs$tQrK$SUoux9U!=cOf=|a5UjpK{ zTKLVz*no3)y&4EsQ$0!`GFol(TseGZe|89giCQgX!y9x_yBV({!D{9a1R%z0%`aCV zsr`*3UBGIKFA;?#42f+fz>J>5{ztCJGtWYC56028EY_kPA@IUUQBWm4!! z%%XB|T>@lT*qe;!&vMR?$>Mdr4ZeS%!2kjg%<|wIp5xO+t*1ej@vqhD`TX6h1t#!h z@#@Q1ZJ+w^o{**8S2CVI%WF->Y8qXlY~j3&k!$$xAOy4Ajl?WnpR5Uj@_5zot3H<{ z@v2y>O+U_Dfqa`~Sr@DprAWfx8Gt%!3SWVBB0Hw0puN%r(n=?#Z z@ZZL7ya-dUC5}a5OH_{b$OWsV93mLmtaeX*1OD6BZceklT;uFZ=4sC$b>>Q!Ps}8I zhkchNWITU+8g4&>R$KYGmISqQPcF;1G@dN0)-ikN z;mWP?tvX}0$$0)OFS|rxmamaBxZ?(f?nJbWw zUhkd+Rx?;gATnC*_$0Mtu-cpD1SV>=^i?0xMMLx!4uOSf>_`A&tTw6g8j36I7st2IWrLV2|QwzDsnB`i;@ z)iTQ%t7TnJoB>wrr{?jGBw)3M1I}YVJ6yij5v^H;FiSyKX$(Q0z1n%4oV*$pQ!QLFV|{uy1gXpQ;@SeU;p2|$e1avS|d(z(7C zlfY_sClQjgRuehENfY~pgVjdNBv{E-i**h_s}=1mF#)TU*%6>rR{OcB0a~qX!%acZ zc>4B)DcBMRFJnuzy*}~;SZ(WCf|1Q?YvT{^g7&P*S=XOyob>-1N5pC$Rxx*r_}0wo z18cp!fQ;vF&)0XOu{}+G2jVmPjb9Up;Jkz|^HRQkWFN?~;MSP=T$aSAJXuCpGA8Ie zx(Pm&{Cfcz&z~jpHDhS`N>gJv$CKU=h+vjuF?f!R8ur@+S%T%;dUILM7x84N^N9Jj z(frWI6>wfUw;|*Cv$)nURIPX-I}nIq7XMhxk{s=k2j!tUe?kJ6<;Y91R%`KV z7&fa@s|o$UYV|i0l7Q8c8~7q63Fc3X*_|6TFqd|S9FoiNZm|WnEBTTK#bK?56R&YZtv7@z z)DkXx;&2KF1-fkks~J=fjBHkGGbtR~^V^M1iCp7^{MR@lRtqa(ev7(r=*0+F>vOZn zc>eZ0(wu3}mj~N@hIwiEkU)gyMeYDIF9(}t&jJ(tnEm+`m&N}zPnL{D!}0VO`(4EQ z2D`5&^b6#{6 z`dh$x868W;^Jf{X%49j2x$+uhd6rBdf?3?JV3w3A)%eVpX>0fP4AG;b@6A&)#T(p$kS5l7OK*jXHpo%`Sz`VCdZw z2}P2j2Rze9T)#P^@i{3eGYL+dp?6(KK~%u!IrG5KdJ71uR)#({cR4;MMR5f|3LE-n z`^I=|L+Vb$D;b`S1jMbVbqm(6)2ElIJZ)95F47~sJAt8(IunSDhHkvmb{rU5&6B`H z4Lx$fPc-y)&+oTkVV*ib0AdW?E37Uq@k!ItM#H{y|6xLs*3cpc=wSF_G8no`D8WiL z^yuqH(a<%&Mm7aQkBKBesSJHuuL+)0b7wF7jj&}bVG6Z`iwDyZD%VVc!O$m@2}U+U zr#+e41WZt)eCNrc*NrjstIaD^AxnBR8PA`^I5ZivtaG=<^HQ2b zAc9#|T*WMv^BSi?dE9$fdY#MS{zI(QTI&wMW<51KBLJ+XR82?%RSL8ltM*$K3_1T~s5eT3M}agB5r+HA9^s zg{`LWrU4$?o9;(-U_}MDB_MvQt%+o=y!omGd4tsoI}?bER(n6}NGe!uVow4Swc3$+ zHE6W~7B)*^Va_uq05MjxzpQ{uT(k49dSEqsQ$mu~Y9a@y5}bwibG{luu#&Cj{o*)U zt@#d9+;_GePk>Tc?ZTyIXtkuDcW*)Cou5jWf-SL~X$jRmG2URclsN<=o7L_d8yW@e zIqKxNGOlrQe)F{F>2b`SAm_{W=djivMw9XU?fJrpF~RXpHuzMuhDih>I4_HnacM33 z@?a5Use4Sb*`dFCwbX4&qI>Ak?7s7=jxs*ea{NUyocz}?nVi-j3eHR05Hg-W%e!MtmiW+bc%SX@2m%qz zGV2;<+3wWoA(Thao#+u3nqR{s8+zF<4Xn1|13}fwYW?nS!@b(VF9a!U zwH<1W@YpuKIftJP^FIW{Z?!hA^{@eVK8tn&tIbuq{BJ49Xf=DMh{a&F4GjrQ)M`H? z>)^ut{>|VjEX;Uy0uW=hz*Hq9MKoP*3s!rnMM%OrwNF;TUQMG5!AiDTvzn7= zwN>_&d9YWT(USnBvYL{DI-b+7N@w~*<9+Kxn1U^_m1zn0I!`LWYKEo+Bb(Kd-)$KP z?b$M~aw*q15xaQWbM3Vu7|FHh6g~&C<_#Gy(4O9x(FBj8hQ`6Xm{t&o;Ji$^j!P?a z$42~(@J!2FK3tX)dw8;B*bl`lzm^o^JIY6QA>;Y8Tx`M^x@eCfvX* z_GRCO!g=}J=Gav(i_dZ!(@gOPjve@w_BVOTzm(%?A*OV3yIT zn8l|4*l|!Eb9^^ta9Jw<%Ob{V`NoXZqS_y93szfpjF1GZRxHo_MkwE3sTi!bGmKCq zSxw;_^8!1+>HYG-YKD;nC(dg5E!d}RCbVY$Q6583wX&MK;e!qE8=>=6f)uuzMr;$b zTBFFd5wN0Kr4bOn)x5SV;YX~%Qz;#+rhS({WVBkwh5CKLY6%YsOw?-H=j3r=4yosY zU$^QN5`Y-1UAnJ=q?6^HhJ)4ON(f0>tBD+-Mz`;tfPMptkzg*^S_pm&1&;+cE$G(^jAJy z&NYsQFHd`}GiCM!w|AJlfwjJ>Ga1j{o>mD=dsa@e-2(H{)PO*Q=0$GUO>i&QCYQOw>vP3H|Rtq!_-3eLJc98M>S>nH5Lldkye|s2YG4v)7!7PK)Fw07l z$GC^q>p8%T%Tf`@lV$HzCd<~+1zjME_aHK!KTA~*lSQS|<7&tfHiAF|vzXk%EZuE~ zSAo@LW?PKovb;Ge)@paUF?YTUxzN85td{+RkOZt|c6&ee^Q-%|m%(a%Ul58UtKB@s zSk3FT;bgGdfl`7KXEoQ(%)43T_O_V{do|?>f~u9(##OC42v*ztl^}(!X85`x&e}^& z`@yiHcK#tCeyc_JGXK+>-q|PytQMs->fch3(P||HEiQu9Ml~WZQL9ZktB4CTPd(`r zEX*`@0uW=h@|UVe8r(d<2&{Hni;$$Xn#cj}>*?GctX97Z!AiE8rb!rDZI0VjH?UgM zo&+eB)tuazr*BWM+%*SU;#(iW6lw{VwM~O zeZ4=|xGb5cd9v8QW~_F-<(eyyC89MM&!5F>NIDw&qq{tQ+lba75Wy^+GcZg1j2msB zJUla7=5kr`&xp0!hWJs~tOM_#Jpfi~`H+wVtkxvc6Df|iqYA-l6$OMM$!gD9^g`Uh zIY-Zf)n1kmoH(nETA7TfW9^sV-6Hbu3943B>o@*cf3TWu6+sGHtU6N$F;xN+wc7eK%D6Dks`Y*i3p26_ z0f@0$*G~Pmo8 zS#3rJ^H$r$9aGhzz0VmCrcg_`EN5EctWuR5SnXF|f|1Q?pVE&!g7)mxQMH0=oRkQj z_N;knidI{7aqoLr>$7{1@%-(nIgGK|373(JU|t>>5s1*d$hE(NOUpcRaWP~W_^q&2 zz~8-E^m(2v2d53jESV{>bsJtv>EXNu-RB`@w3?O9)cfYGFx?)zSm6?0`>4 z)hYtwx7zi!%oRwJF1xpb)dp=K5E-qex5%UcSS{9>z(lRK@l-urnCT^@4PaqryAyyI ztF@@p2ubz2IrRmrX?YWpv{n;2zLw;EW<9B)IgT#JGM8uEN&@0 zS=?%v-#fhvZs$XmU(d*R{w(9K-oY#*hCd2`ES<^-L@-O;9L&-^EZ7jrV~oOqCtQ}) zYhtaYTEy(t6o$0F0akmgMo0oy^Rn52?r8s}RTNn5Y70Vy%#>StBJYNrMeh>TX-@bvaguv)4)fr(meWoUg|m|@!rJYiuT9YX+Otk$q`6C^#c z8?y_ncG-%Mq_vvJ0otjoKLA!+H;Z5;Tdm>#2(;P`8=rw-HPiV7D3#T;7Hi` zHSNfF{`Rc?m5uE=zijq)XwOF72t;sRelhd1_m5U@$TI5DAg#lH_iE+0c(Um3WelBr za238)=Ts>f&!1(UI%9&N{@%He#i^1&1hag(haVG#)i)y{i|d)DBe^Wk@9<>VrpxR* zv#p-gKnHzKAmjP7bdO{VUDNlF7G&w0N+5z+DsnN)ngh2&p**rr4zuC1#Ak`MTBEUy z)il2j83$Ht6+uV>R?D^VzD=A&1*@R zLM`Dk>po85kh@<)z-o=#6O3$D8)0792-@?tnX&`dI1jRU+Oy?jrafoNZ#)WXz3CV- zp1(b93m&4?yelj5O`DdJ2t;UJ5o8%t`s^5&CH+26mKSfCERTmRZU$MV z)p`DJJb#vmtoxW{`;-!V!rPvD1R|KF0~^AmUvy}yo~nRgTJe7yGI~`S&ANFmSWFw?ob}XisWB#SPWC!{#Sw%XEmcH%wA1> zZACw@nz@|9znQ9))shTPCxO-4s}Q8H)ok`Md$qMk53GX~b+HivaVtvXU)Te-GFE#s z_+tfFEwCkl$Y{0Qm$O{JYPZ`Gn5fn4PBPaG1K)2N1Pk+6Cjt;-wZ}bL;1bWSvH1>G z>)L~mq_vvJ0hXH8xerz=?nAJWt(JQ8JX)>YsxA2b0Z&r`l*(!&6FQ^S)_+)I3EzF^ zj37**mT;Mphf^48y{8#i&1M|I$Y!Tgqfv zTzM-UvUKcX`)@pdmV(!hFiVqMPrSA;Tc1D#vt&NTEM*!g_>iS1PC4_rEWxkDT5Wlo zskmQg_hDovSWR&!AqiMbXWC4pMCkRf0;_%9ODK}8mf4kgDMD7A7fxWc*h2&-&T0>` zqwvUXZz}Txt5u#Ps9IUAmDBzkU^UBdf)uveqJ`>sY&R73?O;W1h$bL@s~zqwhjr0y z=a1iDwSYtdkkUtP{;^|zzp+YFmD?g94%G(##`9x+<5wAcdKO!UntIfV(kCa}EOJ0H120SAaNmi?S*aUIjVbvyJwb!o+PMp<3^O*Pj zI8T3Y2&}gM13}fwYULG;4uRE-z7V9a)p8y(RJ85{!D`mc2|$e1np?KQCGOa2$!4&c zLK{Mo)@mXL*kQC<9$4*D2ZEJswZK2oXtm+DI$DC&Vsr^mDyt=!=wj8(pVDLqv_uml z!W3)?%L1IjhqjA4g4Lc5AQ;)K7B_j4F|=n@uLeK3#wq>8)1ICy2Vx|nwsCk@g5dx% zp1(aitt>#R$@yQCgL$cMP9TEw63xuZh7QNCKo-p|&pQPE-K!OR;mI<(Gh?-p=4~6p z=eCsz8PA_Zc}6j2X|yEo2V{9Wm_P)xL>A&XPMY252xKWPx-gc@lJkQni)%?=JTIry z5}HGn{S{<9f0o{ppJSGYlQ#K~<=i&{5zKPB2(!5LFWCm=;pj2np3CC>TddU@jb*H+ z*FQQ4_G&wP2uZ+dI!24JT6?5)>IYT}2qY9qRx7*6SS`l+;XANe>rjFdXSGJlPUDf; zb>7wltmb--plW5cHo?;efz^IoCP-ncSzpt@V{_Sf4BtO+GKqlrttRLB6(NOdZ40Y9&LO-m5pPAt^S7tn zmKWHbYW*EA!@OwEBoM)Q31a5urP|4Pkmd1%-Jx8TI9FxSCuTKi#9U2%w7mrH=N$c> zjOWjCGnX-e<6F-TkR|^sfe2;^e2(XM$&&~Z$P$$^FPqB};m(s~?VEnM)N-92+kw@* zUz73tS!N}_#q(nRenCCRvi}2t2xjqnfmsgf*K+`?eO=q5g3Gdfm$JBLi!@T3jHQ_M zYGpcDt-UiL30Q5^`&mdyyFG9NSS@20p-8e?o5%eTSC~@O1gv&@Kf#H!+K(Sv_|Dg&YL~_^!DPthVhf!N_K{Lr%u{yupAgw!gW?IpN9Ep6PjgFw$Z_qrK3c5vgQ6e|s*l ze}e7VAh5gv%u8?O5nDd+UBjLYB982}Cf9XEB~*<1WL`LYC)AbtiIJJPz<=(QU<8ZHrTXFE}qd za>;o9ES2)_@x1IC*2V|2+<8hMf?3>3FiWUTC;Up>+VK5aF3Wcxu~y3)$yjab{%$kD zYAFK=Nx*80lWehCmu4N#1FP*HMktc3wmE44;+`4(=ml1Dwj?-lRx8^Oil`emZ%+WL zO`c3pwX)jxr-^}JHNTkzDQq?4tTuRTd0BJt9>_8~0^+w?hy9-s;$Jz*9IW=poV6}E92}U-nz0oUK4ee=ZUA2{KoL{~??YZGIW3{2f`>8>D9-B?Z^S9^Z>@sZ6 zfMfLoVP3))5{S^e$ZcijWorF)^C63>-ksB2mWlwLELuH`@bq-@8isFgSv8o9=g(3; zvK+HyW}0t+Ebm7Wh+vitukjpD9aXU(viu1+lgni(Im(meNnCHt6545-E}WMGkz_o7 z7K?GOG0QTu3HXkQpjZMC%(CVUW;t~7@Np=Qk5jIG<+6M@A=YYZJ*QwP7AQ@@ryB>Z zBqRZ=-Be@l7BTPt3HNH-HWG>?tF7rh5D)6m_yM6{H4|5Y6KA!Oh+sr*8hAVptk&6+ zplW5c%+-VNZjt5(2~yZHr1`T7gw$PnsykRsKZrnN zwA$nO+ULM(YT*PXYPAV|%ymN(HRZ{$F#B9205Mie@zBO4e$jeCGq76AL_(6*Y9a^t zd`Yq@SWPjNU?p3v*SaLMnr2u+J+Ru#Oahe3YIbf+Z7SH$RDi~d%p**}mgrlGQ#dZ^ znE_a>Z4tr9X0_@qO&0c6?!ee7f|OUfCZEPgS}d69qF>nvn>P=DON@%&j5 zd_LoOF}bOu4Cke!Ie`dfnfn&AM2u{@1j@r$(RDMIr6fYE)$UER!BR{KI#vaHwWS(_ zBw)1>v4fD(ez@N}*sBG%ClpCm+hJ;oIPZ1-b-`*wx)Pi?tGzjT0#W{(E?0up+8Gd3 zt*mzJjt#)zQ zt?ghn^>G9yYBfh6=DK0^s$zURfYuZO5M#BRLmhC5-@2oB8my*iLrBtEP2>RA6HPlaJ$usxs3d&EF{ zs{bMo!Fid%%*&N7eZ0X0sy*67a9K`Y;K_1kmH}q*J2w=c2%Kt0#`9-!+*E;C4mZd+ z2w9Rx5r|-x$>n&CO@Ha*TSKq7S3l&k1YYLJV!4#b^4_#@F?5h#EE&(AMR(Fi%yQIl zlL};+o>#>oL1gut_Zidww z+SIEpSnaVZp-8gYl@p94`|5T`1gk~tCOC0cyQp&vk8HvpKRK|Pwl6`|%4+X>AJ+$~ z?LSJ8!d6@Ry&WFgl1(=IVMVnKBOrdOt^8SvklAu4cY@V!M-hmOR%?|XwHd57Bc8xS ztrmTNxo)_4)!7fQFw3tIfEcUQJ=F=9c=fK?7r<&N8H6OQ)kF?(y78RuV6`2&1S{EU z>1VE?)$Uyh?*~?!UO<3SS*=o;xg9~h-JH(Q5=pNJQ>Z0e^giGej{CeA->+8xBf-dK zwfgqQ8-odAEPl%$|GQV)7thn4p7WUfP3~$dA6V-aR%ASXd&b&VV|x~v=-@w>d(0pZ zp?Q(BVCLm#vuHWU^5cG94=#&a5>J+#i_F#3=8JVLAP(ynR%>KONCH+fNMbfu zuL@@D2CFSxN+^=7=E+L(UjKu559FcM1SigFQJarozJ?8MyMxs2Uw)L*9NQ>e1TvkTP@<+ z4Yb~YQ6~sD3#Teb~CrZ&mZZHSK2105vE{Ebg9HCR46;w6|O*Tyh|{$S#64b zm>HO0@bgnUxW*~}uW__h+o>whSGK#2?uGlCxF)6v(4Kzp$awztG?uT6ADAOSe_BI( zs#X(-;Jg?!^K!{xcp7AB_jOAYm*sgnPnH8um_J@z*yuS0vUIG!_1}2@EZ+V#Xaciw z@0UQ9E6oT*FpI$_JjZHZwVpth%}-`L;j%o)1{7VmIsw&Jb#v551DTp zua!;?g)9SV2t+VT_s^Kcy6JmwD39(L)pV8p@yMA zT3PLC)oR?UjnXAZVXL{nW31MDicb)%D7D@M#Ba48y00+ce)~-ez-o;L5QvOc%Rl+L zDOky9A+F;?4nvl}k)CNajHz-q%L5|Xr56FI;}&o#`z zYS*R_tYoW|mE1(D<)8H316CVuOMp^Y&GY*pRKS#|uFaq&eC!ERs3lyqt8fZ`>Nd#& ztIc0WFtS-~)2LgIp*>3tmMe3Olm1`hh*<4HpY9l`i-Rvd$$QK|GM>LZpZNbl6IgjK z425}FHk?3&=0&a}GcPZGcE1l<9=MwI;<6+@;K|bA1M?^O*zs@Q!RK~PG#SsI#cEa^ z{M^>8?2Nyw{Z1ed!7Od7@f_Fb<%~}<>lxW}CYR;>W1cLgbGzYr3DsY@2(nZ^CFA+C z+jTLoEszLD|# zSq$>z@w`|L+*k+J*aEq-e+MC$rRi79vfy~&U?{@qh-gnPOWc21{$GS^<}F#FKhMt2 zVa+_djYCyc>NJ(pQIM0Hj|ViavTZOJI_xqb2^d-L3~il6D3T2A8_T?w zHB@ax4H!BtmEgn~I%)AiJhG3W>u-Uf?`0BHtqff(?=A=X&VmO7DQxJRg`M!&T1^_F z0V`^I0ReF+F@eZv=t+LY3Sj6B_LrBsZTI2vPHGI|@44tZU`QIl;vZ3`9)6vim!zvBH z(2E)ppj3v|F=rlYJfZkz5VXX+R)i_o5}Hg)TymJS7Yw~vn_y%!^uS$L{GdH8T321< z8pr=RPkTDfV)kmY?I!PpwZ60`8PDII?e8hzTF-911plulXG|c1^U~lOv$Wh3>p+$R z3RwkQ7OxVXEH1B^hqEnS*D4vZ`omD#dcdzDB%9Ev@67z?c9}ACvf-L7(lkxmn4jyLCOOeh7U&zvDBY_BJk^6yJ zP9=3ohw{)mzosFVCE~v!J5M#B2#XWF|7d*IBAFTGRhLEJSn#ci~S%jYlt8J;b_TMK*veoQ5WT4gZM;;3U zs|{>IfKpj);~C}^n<0}kYoI0cTM?#UOQrF)kcRTEQI#l{VdXm zYn-ZgJnfnJtqbmNO#gUJhqW#zAN6lMe|xTY##~K3VNqu<%*%uN1R^*uKbU!$QQ7k@ zWU-p-Ih)H;`jIC~&?;tslTpt$6|(58B;)zBxZhL6&u#tT&5Iz*OGg3`%u@9eKPJ5n z?Jk2X19#YYa9IjI^JKY}!JLr5z;thRq6 zV>LsA7Rg|>-a83SoYmIYGFIEBIW8Qm_SBo8YGt)iCEgRjYIFPuQrK!O26x6;%RX@( zeEjZ=p1b-!SnXm0AxUdBkpnC;e>xGY7LiJ@lC3tvG!w06rgb6@tmcmT+nO8>jHp+n@KrYOMQA05Z(A}~Acr=rgI25fPR8?RNo&UJZ|0|deFEp$wNC$k2O*f{b}*+22}lS$tho#O>8$morvd^HbFUthV_HAqiNmUn*m@8`nl00juRbClpCm3wB_v z_Nmpi6tJ3hDZz=entKPvYMn>wjR33FtstmcS#8<4J^5fYqpt)hY_+r5%wA3FbM`h^ zQI3BIh~H|lYZ}byUw`{R{P$J z0K`}=qK+XhaqXK~0bn(o)`TRj)kF?3V9ts?U^UH-1S{EUS7zKrtMy55G7hZvN|yko zvYOB8(Wn6B#kttt-AxEns3pu4{k%16wO{0(2CL0CBN*AN*8bVn zL(ravd)u0DjT5n5Mf5kqu3^lc;L4wOc-3x03>nYgp6TlkXo=YYWp?Q&8 z#>~rH_v!d_W3A%Kd0dtgJ9)BL?_{n(R&Q$Z06w?BzmoC%SW?4`N*Xx4l-#?)|`V6}fz-8IxCDv-~W-wM;>AK4Wtag7KAqiM*>NLh`_djN} z2CL1VMktc3rs2z2ZTXZ*$G~b;O9@V#)ie(=R{La-ycn#OuivRc!t(@ulc3S0R|%+!m(YFqpWL`JJs_$HnLt7V4}n5flEb}-is zFVwrY78d4*3j`p>YI%)~&}vSF8TMc`y?8>B)@mXL*v7x@H?Ug#HG-9FwL{K1Xth}Z z7VcoR*LMg|Dywb0X^B>={M8rlU>}u7m_jXK=E}50P|j>)u-c|)1S6Z(3RKGQ*@>&> zzKQ1=$73%~doK22?iQIFQzr@5`cYRhp1(a8Coy}1=;}Cp1L^`#0uh=QxtGkml)GKW zeT3hW_E=qXZ_n6;B|7S?1J56Aaog zKMJh2w#iww;Jh-tX4;Z;KW&NQPF;!aPK+IV!>*AIuTT@tQMj=5cg_hdlICu)ohkC zR#V>JPzhF4Ut?huj3Kd7Bc5j8+>z={o-RE^;`5iCS&pcILWaNz%6t zurRM#5r7!0mA5lSt9f?sA`e#kIGvEBwVKEQn)OTe2CJ#gCs@f=s}9ITt0}f@aTTm) zvWx(wvYM{>c(mG@<>SqvCAzOAOre%At6^H=zzK(!V6_pO2u3!mEgZ5s8QSwkx6=c- z#wj_>)1H6a7!$n7>1zOM{f!kF&)=SdBAeicxmS6^XNsy_mh)k*5tGL6$}q1R|IvkI8bQIMN@^ z%al=5_HtP=gLtx(vv=7S)yl<@%&ldYcYGZSv9(OkY$-Ife2=qq=4r|!9wRS zl!uD-*ppnAPr+iX7Lm>D)dq$X*}`6J-E2Yb3O`q`hrL>s4}pnVZTq%f=%Ny3?<=q{`vnq! z7_0s1X@aDko_dYIY8`?JNm{Fk9N^fkRd@w*WCX!Vw%Vo35726%*XND|t3A9#fKpkl zd*Vd2T8qfrsn8N#5(!hNC0v}CmRNRkuM$`-=?1~bX0?eOhv2<-&4$fL;u)(MKnRd&&K$q=Ai-F zO+xXM3qnJJPl8kA^kY(H@0ujuT!DLaIT-XfC z!+)$|CoapYD6v+%uyqNRVr+-X!CqZ)tsDrql*SFzOw-qruP8?5M#AM z)BZ^ES^o1ZSZ!ATAxUdBkppZNS=R;jYB50sE7@ufv-8kud&)Mo2dm|sAwa3DHnibn zteOsv2fU#r4qPBip_VZF&a{O7tZU|AwPx`IBb(Kty7y`TCTQ8S?O?8P0x$BkXHhrC z1bK_*R=`@HWxgQ&{yw?Pn~vZ^k*@bWnT6bv3huUO3f0oHwO)<-L?;mN9C9E5P2xduTvS`|D#DA1mJkLA8WpTU0 zlf`cjb6%!@@A3w+6jYM&{8`G!HN-5fj`m#uS=M|f5Wy@%l<~Zj6$X!l@-RN1f11nk zBtfjz@?#d`0S$^b+zVEl5l2V@R@{d-sAsWVD)ReU~iQtBourFj1>5+0qAHRHCso3KpjFM*w(> zX_E;p(Xjzx3bllpBhwO-6AS-<)qXc47}>0*c3I;xSS@K{bqd!w-;#LRvrZs$heem> zkMX~m@-xYJ{`T|@V%oFEqM-LMFG_X<m!AYGt)vx1Q|;tNk8Lkiu5m{hQsZ{ivP*D=Kgj0r6Wc>>Oh? zrFObHV6_jk2t-D!dDtc5o&8-F5}2sfrflwuE>i!#co;0qy~_zejMZAq8ib@2gEOtc zYGWJ-Nm{Fk9AJxxv+-cHwax@9*=nll`DnHLy-7F0YWW@nD3#SLi>G1Lym23jPbBVi zfG`DH;xp3{6{;PVfz=8R6O3$DTeWCgeQ3|08OcMr#(8j?r#*XlFna>)z4ErO)?FTw z@%-&6Z_4a%+W3sz0`2KjL?D9m(x)Dp;Qi`weDB?Z?!NY1mh>#1EZeh~t9JF{>t#Te zto~#?f0pykYG{I0+q*V~ED1viL@>)mCd-{{<$G{mvV4~Naaj`Y@nn&^!dNY@{^0?T zy6r!q)7#ewKOJLx5)i-D?rmV6EwZor`!ujxZXW`X z(Q12KOFzP1ZLTSSiCS&>#(wCcje+VHU}1h5MgU^0)^V8`l5Wo~Y7bVsK8BE_wVKEQ z-f~VD4pz&UOt6xzHq)>Wtv2y<@(r-sh*<jti5Jb#wN zIn1pH>4`h=H^K?K2}CeUxB6&;E4kl4K$a7`bpF@bnfTT4{eL{NWv#3skt|UnOGqk9 zTC7nbB1M)Gsbq;FX_KWy387FFC3}=DBC=&^A(S-~MF_u-`96M+-mi0K?$RG{o{xE* zIrsIvXJ+o)b_f6M)pi#0Whr6|eL*#4A)FVdC^DWu%X=lp(7)Sl!gq^!#uA8NmV-KvbUU?6!w*MX>30SROCS$eI@`x>9wFXZKMUvH= zZ5gZ0Fl<{6R_p(Q;KW(YQkk*Z;k@4u!D<hnUTkYap#%f3WMn3?n>HZ}U8LeiS+bABa_P2p*&AJk`+PvlZ=%UcyqfKC8 zIy5H$F;*M4as-m}n;VsZ)r{H_lC)M6Il!iQhDX6_Hk}DpvempMKS!%6wNWYot8MK; zfKpkl>h?^u+VrgkN?^59I)o|I5=I}HmYC@@z7trjVi3W|X0^y49m=3RA06s#!Zl9F z3!e6z(TTYi6@H+dCA8<4WHO$=Jw4nR6YPJUbpYn&`gsBonisjQP0<7c5_W4qmX0Ip zE#b2Gl<;J!6UbbF)Xxm~2w7}rlkoysf*C{i@+`%F;qp9^ z%Tn={C(D{~OqRc%7iK}0q%~wbf0n){m}gU;dk0!WmM#7SBA7+B8J-s{H%A*Nk27}) zPIFljK8Uqi^g8Bgk;#z?RbaJSd4wcjwI?M^tO@%}`+(J4iU~!M)n;yBtfts#Z!%a- z`xC*5v)VCr#%ekZ^&5fJ=2a0?t*o|M>(*7U+OB$qHIpxFwN`gE@T=$GF|G-)q7Jqo zAbzX0-duzb$3q*7!D>4?5QvOc)3^~N4_0&UPGF)|3-T~P7frfTIuRCTjxGU+v6_D1 zC?riO+20AQraFv}q_vvJ0jlRdR0XSPm=dgHtLZwwK&$o2YxEwhmN|(4rLx)z?b&Fx zu!v2!p(PH?AWWf_@L9;T#Qt@43&CpE^9V*Zt8KmZ^)IyNafAHpT;seg;Ym(=?E&nJG{AKZki~KZ!tu=0z@wnU{f9OB+CzhMzB&b6Ey}*5Ie|{*oHs^v$SoFCJ3=>gipRqZ??C?p?`a| zyA?cHRy#3!=&@nirI1Bcm5k@lvN4`9^wCZ#n;?sAHv$pN63%4tUUlI(l!unmW_>Qp z?(br)*4S<#mSW^0vx#6ey^e$=V6`$sX1T4CyJiMflkY|-lB|~L!dNZ#Q`TOv+DC1I z6KAz&*^JdXmOB-J)lBsWs#aF}+BJ3|SZ$9XK?++fbsBR8a?0v68LgIdDz*z)ZTK_-6Sdl!WrpaYcQ0GwOK&3W2|$e1>hCl`Qk>;l zWw6@v1%xE6)kF@kQ$+9(uv#-Wf|YEw#(uBRY6qTdz&B={UqygYS?$`BIjDel8y6Nr zOLW*km_jXK^oD7PWT!^SU^V?s1S6Z(G|k?dfC-|E_nL8ybG3@6J;Uvo`)U=fFWbRd zpJYzP^S9@oZp`ibNgh?5VO|WU5Qxyc$SJiz6V%t8;|p1y6)#=JWjRyLlf}P~F@dS~ zb}Pu@+19OQJb#vpeVHu11NPv*+T$ZCg3Zn0P@omTK zp&bqG?u9HGsboBVmR@B{mg$lEcEEY*n?@jlS(+%~dHFHttrA%6bIGK1F3Yy{3gX_F zwXK-htNDE1TMw*O_?eIdtaknpb73_#dsP8gP3JqINV3|(G{$QAuEU>$)eQd-oH(o9 zy1W&wJ*s4}Iauvb1IwD3s+HA_JI@&nR=d)SAcd_a@_V)H*d+$AqI$O`AbzX8JI*{U zq8d;S@2drMBoG;`W@HeV23AwlATUv@r7Sf@7pdO=x)~Pc_TB^_#%e7NnIg$xgpUqb z%~Y3=q_vvJ0Ula4BL%FMI)q>)TWw@?30h4q{DKC8wfWC6^^UfG5l8<&4$(+s5MW zO#3zHUNfFQ%h5#UYO3)Gr)H2Pr5S+;W~r})CK$O_tuAEwwXA{K;eUIzfDoQ6>)$e2 z>?5|}KLi>1k@5UlX6|Cni$~OP{1+(o5CRd*vX05(ZF;#3%Hz|g79+VV8#ar#ng+91 z({B=B16E6|qgX={u-ZfmX0Mi2IYbMrmZ3l>lB_23#;oejh2z0$iN?^4lO#qvCb5z}uyU|~)*CIB&3YjDaONuh0{1Ho$NO$kX_ ztBD+-nf;63V700V1S{EU=gz%BtIcnmbr-Dm+J*q7vYNwfC$yTy6GazjyzJS8Dbx~1 zFPN5iKXErc*>5$UU}Uq}l5bH_(4J1S+K=NJr~1Ff5&5sU7Oj|HVXHpX!u^f%d@`QD zJ(vAt+B5!RFg{`N#+5*X=0)x=GcQdaxBm%QZhb5Bb zgYug3{8=8dKk-elp6m$cIH3iB2xeKWj8+>vXGbDrS(bk*hRagCgC|SZ70kDd#|53v zL6#K_vTMfkXNk<|gx@yS41cDBS(+1wV3r?DmUGQInL~Lb|H{ndviyh=YqbH7n7vxv zpIuDAYUlb~uOSIoEijvTlv)53)Te0Z?(A2FK|V@w3gcn zR`azZ5E-p@BF4lRtoCp&fr(lz#AP(P==h}m2Cy)jEhYdlRx7?b7D-9%Z}tYOHT57Q zX{{!5fcSN#=EesAHD~2&vt^5&1z3h{IY=dEb5hghijZCyLj5u@H+Eu`0?9vPQzN?*`JK( zZ_ii}7{ zC6e*{S-jL+;(1xEZfXwaWzi`D5zMlr6|UFFbtjdfJT6uSnsZq`9u#Y}%%RL)?Z>$* z=fP?#8V1#n1g!R|y&}dci7Sc+tGTuy6iHTd^<}JP(CWh|uv(jT1SigF=lvP0P53yu z4Oq>iGeOnLYUOvkmxI-`dJ?3t)dngtdo|UiuUEo~D$*e!eyim^VxAWH-Sh4wu-YR% z0+G>bvpP(X1FP8@5}2sf;ueiT7r6!u!QZQCjUfOrR{Q*5Jd);E4BP}(%O6Kb(ppXA z0RLQ@Jszy~$ckVkTg|fk16r+LT2=?J+HgApl*(%1<6O{cVM}KZfR+fDN0>q_VU*9b z#D%%;cm=Y;g@e9M&1q)ijK#z{TI)1K+0nf7d*Rc#MzeW)!N&)=RC^i{BC zzU;2A2J;fKfIx)iMeZXrFP(eLQ~(n!`QWgU%X0V#PnMZ~n5RYJ2bbYH`x|v~tQpUr zrGX=J1+vRG_gKhM*o{C0vn*_lCRj0araNRg-f>7QmnHfbPnM4%%z62pItl+(r$Jvb zoT9fhoSzhdA zu0RI8Yx5n>%Uo3g5zJ!O7T0Tvi7r0b|2cD@C70#VMX^>JZ_HS2$vcM&o6EYR(q~OATnCb=#J_a zuv(x7fr(nJz{vt#w5n*`Hn7?Q9Rd(zwY^^~kz}Dh+zG5^F_e&`wVKEQ2F~u>60COJ zgkU9G?Z(hDwA%fTTHC;CZj%X6DyzwDa6_v(FL+oFT4KLFVG6Z`PcG9Et0zXpfYp*0 z5sYkBv$ZsGfc89V*>wunIHmtJj>vtrN4uCO`)>ti<2__&TQZ)%J(u-oeioZE#?l1l z#ms>~gyuyqpP82gm&oRjrAy~3Z!SyGWu7eZ;~5jo)cLv%KDYZvlkxmn4xeK7HxCBy z>knCU#u12M7Mpfxf?4Nt4?&juf9@ROvOLV>$uguTb2T;ji3;8YX`-1^GoC+7&eOjDsv2`w@s>mRu%FYEie5kVP*b_8ynz#!a3q&m5U=8y$BJDu?r897V?SXZhJ* z1GC(iGt36E{Mbhzf>|t8@VvzM_IdzCIIeF+E|=xje_8%lgl_f=7VFqMIC!|(JFFPd zxKSNtIrVy@4lq|!t2HX8gP~^+AtV7qt94+1NFrw)1%{5aAQVZ4?(kqF&QhChaUrnp zoI8c!#2LDL2xI8Oy*ikIp*3d^RILncQT##)4E@A`AcYO>ZO9n9w@rFmSW%}I5)ikd z+~+QH*Ku}Tw(S2;;L5vE+56eZ-Sx(q`s~q#r}(4}&Z-j*#*EStdC#R%`S==>udbJV79WS+bZcQ|4)P zhVmG&FKHT=CH=oFVyu?`jj`IVXw7S2weCj=Nx*8(uFSskN?hLuV6~|y2}P3CA|081 z=d0+5+hDc97YI(A)j~%yR(lj!dJU|$;~GKL%4!)-tB-=!ZrmYAVXKM!SDdf%v0PYD zKOPehztt{&XRfA>Nq+bQtmglcKxDMqitSD+V71T>1SV>=c8(L!MQ2`53x|cdtdao4 zSZ$r+R3zPDR-2es77kX+Q6xaA ztoGv4a#X+ZgH zP$-X1ljaq2Sx)?yMU2&2+-9ui;x(&1SZ&2jLK3iA+r7-ow0BlT90sc;IT4B^tL@fg ztah@Eb`)5xYAL~qvs$wf<{sf1Pt#9eHEVBzs+HA_%+G2FR;%zQNMWmqJkL4$(Gnl{ zbU1G#AbzXebz-dc!MuqrSS?{UfyijJYrFjMw|5Hh1SV>=hI1yNi+WBUG#wUZMk)b_ zv6{WwG$ehOo0kDrQ^+7BX{{!5fGdxOM1s|(-X&PcR_nFl8(MA5g$4Kzs3~~_D3#U5 zd96gNMU=KxhnBcjLYP7=kujEOi5^L}cY)PfmJy6>Rx3=f?G5cY->a4U(SQ4!iV~jo zw7be&wR>&mi~kk(C7F!pZ_oD)wXi*J7O8%LdHHdkK!oN+?gBF}#!XUiuV(tIN{h?# z_8m_az1~cgR&(4!;B#Bp^heEj{w!CHGgga>-QNqcv}sKsf?0;Dq6sohH`>8@Sz&nJ zn#)q~kta*&bY|b#=j8b_kfoO;8PA`^z5%mWyZrL5DrB*>B@n?Zr6QB&%Kc#aw|b>+XQR zC?9N2aN?|X`@jD|FmKXWp>e}y4))IWZp&6URr-L{##j?nt*rK7NBzlQHK*AGDQq>7 zw|}{eQNky;doLy+eyb%XGglxxU$c?}tEG7nh>TV<-TfsN_G)d{6PT#g`p=$>E{fkX zzz`N@SO@`#vD)fBwn)0rr|EdGTEFdtB(2p%4$yVM)E8j2WibRR*=o&Ws?chqPCFfi zz1r9W0+h;Xi+XsY)xJd-nL$guP9aR8mdMCrS|ajxkP}#K>p6mv&1#=3dg?%XYW2S7 z$2HE~a-Q}qSi@ZD3Yu)b5889}2r{0(JwM*+iXUcMt$O&I#N`$QA~Y{@13IAzV*6I5 zLKZWN#3U}u)k>Z$TEWcooM)2n;IHFzXOQvyS*A>5tTt)k{XcMy?>Z8QV3uSi%O91W ziy_PB!G2G;EN6c3Wcg;y7&^#(8vX~0oFy60pQV3(FFY@cmiexREJ3yeBABI*8lD%8 z4(st(3cec8i@7Yjeu}l4rk67w(6ES0t-)%p+Jq!vwZ*E;p9Q_p_cjKr#SA1ANmk4G z&R8wf?y&~!)p898PMpt>nNL<8 ze9~V{As~LMjdo+KX81X66Id;327$7Qt|&}Iimfz{@$CqSvJ zwo={)t+qJOa}u<~#$dt}YKaUJrX_+_d_4+Q`x{0uvRN(r#nXIf&%DkX8zlbQs~!E# z)1Do*nO|Z5vdp~!YrUNj8PDIIicyT!9=)5q0p{i57y=QR7r7(MysVuzY&K*m{x+{K zmnFuxvFKAgry`jBjl<8H_Z zmTOF=b6LVS@MN(LV7_g*T({MNEO{YhJbxCwY0P;EXz6eavdj-B5Wy^QOqM&2C;LKq zyo=g5pUbk@zp=P0koVd#R;$dj4g#yi#1fK#)wY&3KsT<^)=>ki86G7RNmh#(&Rl_1 zY`wno<>l$vf7oxdh@|*y{{0Yu+@gJH(8&0o$UxK zYVs`t;EG7Uk zRvSNd7Fw;lbw(6e?bCZglGbV>2Wa2cv;kOcKn1}{wwg{(HCpY>-b6F7TIMeTl*(%N zjeOB+%CmRMLrb)(x4-7&Ez}YjSD2QFK7aKKSk0*k!N_JcIk{yvV1ie%Mgd&o1O)Q5 zr{_hcJtOq5;+3vBkI8uc_H3Qa>xzciGB}Rruz_xV3xg1mQ5|H@p(?Cv!(f5 zma;88S#GoY&XsFNJ%TLRIb=M4mdYyT%JAlQbMXC~jq?daFiXe(euz%5tKGONKMu-c zsm-!dE{oqbu~w7wVXQXk_Q$$lwLkWRBw)3v-(FW+{wg<8PDII;lCLZyi#{?hk3dEoQT z`S^>uYPaFB!8^zj>OscyXSuA>6F;{G(Q&sSOG9r05zNx2E1KX$&cXeVC9X1cCYL2U znkUPB59Yj753FYdS=<#)){N)RviTEZwGUyjx{xJ6nLq@ygfUqRy528^@`!1zxrED7 zwOg#!94;{T)fPRti%*NR?nFoeR`XrJJOk;YuCf%YcB~trNV3{(8^&rC?Oexz)e^J_ zPMp>J6(ex*yz)Ba0#-{LKv1=^+TRmT!@+76!w6E?YQ5VrRx5a!HU?JI`H=*~Z?zn+ zR~RtVdDc|0+I0&8kI z!+o%tu{|M4Yc-Jr%=>($HCS!hLV}fSwbYGrqu~o?_ZHV zt@qkY#`Cx5Fn=9f>r>io#Cg%!K_G(jqNsr;NYw7$AF>>O6?&4(k{ZjCWrR1g?_4@S zAs(`neJA7jvuwD)>^ti^ZIJ^LZ2n6if>|~(S&FrS@U3hUN)|omvK&6llV#3a=E`uw z1IKBQWm**(&!1&qKjwu`_jQ%7K$h=v&NT-in5A(yJTIp=JX{6k5iMQSlmi>Qw>>kd|%??ot*td@6(xv!>SyCV>+c55BMiL+YY z)r{2!x4#k$R&xs>s9IS~J^iC0SZ%^~f)ut|Ltn;f)|t~4U`5^9O+frsduhv9ZLzsy zKd{=)I0BK;YHdQos=#XN5(!MyYU8b$yJ2xHr@e-SX?~gj#8}OK#ay)7P*0<#V6~0u zge0xiL=JF6j?N0Ontv9-O14_U_Bv>_`QcZ4g4I6WCqSvJmiOBat(H09JYLbcSxA_I zEuqh}#7jlZX<)ThZwW>=s}@wOxNHL$kJ*#fe2=)*Bwo8^Y`Nn$g-+H&7RBRm&%i6L=|H-tB=15A&Wyf z8PA_(@-xQJPrcdP}KU4><&v5v{n%?4G30Q6Uc|wt7wW%qL)w(NwvI48Ux=e85toFT!R=xf}NLoqsVb%#tz!5Mwoy04KDX(Vz(xV721!ge0xiL=Ny_ z(zLH&wXbq9HJ=>GRx{aG7p@0xi)&i7*9Q;tbOg z3)-Ik1XgoXAsE@Lw&rk~Vrb88Mrxb6#;H2Z)1Jj$ng1j+k6((viz+uKJ2Wsk$3*N`Q>cf}blOX+!@EHN#acfOcA>f6HS)_)io&!5G1 z4s+E`&05hDvRIEI5Wy^~dZ5)b9G|2>mZn>>UjEMn={#A~-ZT5oPmS+%f-JE|$awxN zU;hk3iNrewCqkB}69gidrHaXNCpY*Ll*bH@>A$!vxtGLRE&r4Y9+0(NM|@gj>l#85 zu$sb=x=6YHUDXn-mg!F@lB~AekFnZM+k5-LYCA#+PMp|+Ut-)d$7%zd?EY5lu_)kYp65E-qe)q2ew zu-fDl0u!~`VoT<3nBp!C{I59Ua|9s9YPvfXpw(2emKK54)GrZ|v{n;2!0?~(AHZsl zvIthP)t)8Fqt%*DsFMj+i@HaEQdw<8>_)WOkS1oApd}VQB}}1~FdEns8?Ruze;u&e zt0IDt&1&CYv|j}6*(NVr@%X>J+QTb6?b&x5^E7t-m7U`P=iP1+yo}*>uYv z=H>l+0uh=QIS*!DnpvzhgDln84i4qA+_=t@W%CneuQvOvVt2?=^q7q2&$2#V7b~-9 zqIP4*GOCC`1haf$vaDFtryXPo>g4ChWl6imljZGN<{qJf&y5JkVy{ca^JlrPz*uc~ znic+6T$iB)BACTh6W8nD!87B)YSXT&ujR62-4<#TsiUpu{$hrL?IJA@=)wd^S7 z$^P?Q4p)KI(jO6uB&(e{##k+&)w_vcHHGH{C(df!A2Lsi9ImjA2dibhC8%0i&2zk_ zE$r1=mJ_6~)t2}&R@<1B{2Er&`kw^EZ?%j(#%dEjRkj1GjgjwKvlL{sT47JCAh24? zrUWKxwSbAt-7x#ihN-YHSG6JlF;<&=a1mN9N!4>USZz&5LXy^MA_sWvj$b-h?OS(( zm29o3rrr|$=C;~M994o`b_2xHzYqIuTf7p(PZ1!O#bdoHg(5KZvReA`qofkiQa z2+fOJDKjrG>)tPbEFo#OXR&>z@t9cm{ zq_EX?7Iwv18^87<{;SS13j*S|TCen12j)UA*udSV@8E{o4|o-BzinJgx&TPQ=89`nd}{wxVM`r_wSL9wYfWC?d65Wy@( zOctZwcjY0Ay!x|+T$YNLJXwaPFnefSow13KML~~@=g;D)%RI%ip>SUZ$kNb=Km@bQ z)WY>TYe2VyP#zzaT5jaBgqMi5+AU4y$^J0k59`2cOI8w+fYo|jWAPUhVw%U=| z%wEmP%1aeiRCx>m@msCbgRxqb{JI`sHNC?GBBRwBeN>MDtK}XeFj1@Nj%DtKJvq4Q z9W2amrwBld)s(KgqSe}&oy33D>3xxqq_vvJ0rq*J*c`03@;bpvwpzE}4bW;C=jH2z z)jr)JK&h;DspVm`+INp^{Jq+M$Al@^5^+pRwCNDG8LX!8oM2?LnodKv2xw2QGa8Xx zLZn|5ZN7TH|Uuo<*xmn;GioR>UiURFNs5eZq6 z*8RE6Whr>ilO@}ZxdN%Z_lgT-IkTON=g;z?bQoIgMB2I6ki~2_fe2=qs*NW2>^m?W zve?HxF6FY^{lt@HPArpU^!_$@1u{RKjOWktQ&|tQ#LFMM16jQ95Qt!whfJ1~UaN*c zd1xBzHA(rmR|_Z?Yqc^r#%lLYjBEr}8*M>I0#=(?u7I%&Q|`xs)l4T7iX^K&cV?`% zL;v7xuv(NY!HKil_|`k{$THo}o(8KW%_XQ>SuH8174FqCT?kUxYK12mtLf*MRl=u3 z)02Sstu{8g1OpCK8`uJ@X0V1pWVBk=>Rp9kwMqU2CTcZxbLMWCmP&kGSeQzo1R%z0 zagUaw)%N;&D8XKB&vrtR)@mXL__Mm}9I)D=-2^MyYL%@Uq1EzEwVMD|D?3DhQd#Y) zO*~r7KWZnwn_l-gVG6c{dLL}OI@&!9z-led5R7bA3yhnASM3%IY}|osoU31W+S5;; zxqsueaxo3D>+T|dD0KD1|o34sXC%OqxAV%}$ZfeCuKe;mbSIrEJt z%Vu-t35(rLHsD*y>jaYV{8=7-VeYFH#<=6VMb2y?5Wy^Wm@F=LCwoAa<4bcFb6Jl5 zcK~)F50vYZ{#`9-!TFyNAvT4uMu5eyrLkL7Li-iuZ*NP!3XPc&KdV zvizzRYqd&yS6nD#O%AGn)y&rtl7Q9j7*yjkkbQD2vcPJ}8wo{{)%4>St1X;T{R*t6 zx|!g_S?#J`1m+8$o`6<+8bMICvf7v}k%M5bHee4y3R^AHg|S*c2QB=s=E~d=gup{aF@!cYqFA#tjt7*SphF0?$ zu$J)3l9?nUK{=)VW%rLhu$2+fP!4Q5`JpS?5;vII}Lo5^JfU)MzRjadpa zn19vret#nyvOHcy#`9-c--NN6X};qE$THHMKm@al?u#Z+x-w-YWa%+4sf^1K;LnrA z{S$Kqa(Clb?vN$alZ@xjlB~yE8P@C<^bxWcuO$${ESH%qEB8cQ0jmwaS*?8H-(IaO zpozFQW?j0)+*g~K?U4*t)5s+x0jrs8lEZ3EtQzSLRUtL-vwj8^-p7~Bx7)>NMWrLx*#xua+` zgJwUMLrd&8Axy!R=-3Y%Z^Zicy}@dWClZWoRvT(JI4_3myyUwpLY8wIkDLClJvZ@W*`dvt z;MviixbJjKCgb_DJekRupr>0np5w@~1R|IvjmZ-E)PDzL+21YLjmuKJl_yK-a^}gG zT~8{9zuB+SO!2kz}>`Nz7jD=6j9pV6|mu2~M2VVlFdR zAk{sa7=hKSE)i6%td?}R+dHtD%?*MSwwlNl$kT%k9D@~gI){MxtrnW_8b9eX*Jhpv zt64uL5E-qOUT4vJu-eII1SV=V&r!_Xu)@+1{5#tZB?KVGYJKW^q1ARIyt@fj`&&v# z(ppXA0L%Bj>JL`i_nlxRTdlrT6SSH^PERMW+Ge@DnvbGXR{LU=h*qlzyQU2-QK&$e zf-Morw1lnoJ$$#w7A1m_&1!DjL#IP~UJ8wg;Tq@3cAoZpc7w6nt*kDFu-1n}lJWfQ z`6X~DuJscu^G#u1bYclaa9&O^^D?~qhjEZ)_u3UVxh&a{JXyT7nR`)QbI;*hrg|SF zb|iraW;xDedDG;Y7g()wY<&CFe|xp3F=DN@$%C<4LCOF* zu$smkLK3i=_lbIVit@J@*@D%q77~gitLb(ag}4?C=Jy1vjd3G5aaMcyo!P6!osC=r zRvWsKplW5cyLa@Cfz^tA2~yZcge@`*qMvm`KC3Lnlo2U&v0D|&KSqT_k8B!@G5wKdn%wn3Inc4Rz% zmL&t3EE{H5;_nFeIT46pmL3Cfy&nD2#T={_t>U?d%X0guSgU3JWUQvu-B1~<)>Vs; z1gvIwK^`?!r}d3ku-e!Ggd)jm(fgUbn)7w7rC>G9VFV}6Y9)3Ncx3bHG`t8_D;!Bs zwX)i>y7L!;)r>3%QrK$Y?KJS%#$EW40V^ull7RTFmi&mZnp5J^8DKS!=>#I9)rKB+ z!e<~K+7po6SRVx#GRvGvQ zOi)!#kisT#H(^ZRs8%=^J{{Wif7hHveiK9|GS3a(-t!?JOmL$qfyiir*Y3~p|D!jy zA}~=CxDRy4{_a2f@ncw+$2$;!7!#b=^hVN6yB^`NznP#;NYa`>GEirhTTq>C0v@yZR zW`a{DHmzajYdPyr&03XWWdv=%b^<6aM$`j>Ri!F|q7nt(QI=qTFg) zfV+>M;jsB$enA6zIcdpg1bO)d`Ugy(?Z3d#!#}{wa9)tlY(uX<{~qYNAiyWcE8yYK z5k>}o(>^8V4U=A8w`cU9G(B}0RT+ud{(*r*Wm<|Wh-pYnP0$@;Co3Z@BNgc3KHEJY zP&`)cWY52~JHx^%rDMeR3TwN`Xvs)>2e^B>`uPX={ukgpv~(y0$R3Jx@BKGG?x5Ou z>15r%0lG5XWMsW(`%iP9?HU;5HRr#GKmRjC=((NSZTdH2U+~fi(mjVhnDl4-^5S~> zGTmib2mP57BX(So!T;r~y0&Nl`}YGv{_XKL?`lcfXgsT>^{Z5bJ14mls+ zX6ji%M$C!0r)GaM+-%?1NI!L=GK^&mW!lYmpY7x69^~WC9+00x7!K&z@>MJP{|#Fs z)$hIZj7e0OfsCF^8zPJxRo{;WII4?tQ}+z{8zgq<(h=!})2JX5nO-s-i6FmuzOG&i z-F@fG_M(NeRICB2SLlbEMt`Gx zr*s)5JuH-p(vVS;kqrEE0sXgqWcr%nPEI#)DWsD3#kRoZ3)m18Q?SEloyjqE#bwtJA5r)%K6X}&&zf&b5Q4f65j zAKd9TKH=tnLq~hfcbDE9Plfi9F_vjhhW`KGXG5H%PCFdq>eE9H5B(b#{L$~QbWI`^ z*GHzeOeZpKw!gQxkDoUr{;7q@mwvf)VxPZ>53WvmDeZfVO62bZA?6U$_f62@0e?dj zHdmEPw>w3J^pMe)k)IRb<>fo)&-A-`_|NkT`fm|f!`Y^J{IKEQq^mb4)JuZs+zkmUa%{{8GfOEMGod8X$}?9==ta^VVeRJE%chX2s&dk zc5k07*%^EL<>XJXK=GpwRn1K?vDZDMn6mQsZ=eVsOhxchh*`j@DzCEl0*dV}orDz4 z*%U5uZIQy~i`H$Ru$@j-b5rbcxQY~IYo31viXVPd1V4oZQZ&!ATmlr{tqp|~5^Rdw zQ)Q5%{J>j%pctz}RdZ7qho&G!eD1CjK#`$NMetLEAVs2>zYQVj4= zJ`WW2)2M20ika&fJ%0Oxhvq<`Je!K(r^rT%Z-ee$0*Yqu{e%=!Y>EqYDoC+&;Yl%| zko-Yab5oR$Jc?_vwJdBrP-IE^|2F`BiZZ0IDT$Eg&{536!EQkAVv76&xt@W zJ%Xy{rl>#Rf)r(YdgKAcmUUDFKZO{MnDU6X~)!1KXJ;!$?LJB!H#nFkqu-Y{@w+B$<*HhKp6t6OTkm7pw znVCQ_xA~+02Eb2Yf#ZljvTPu%#qxw&VMr@BMV9&itoG=?o)1gj4&UwjZKwydS9xhYO*4o8YXan}uj;$<8a z!B4RY$1(3qzyP2asX0YRp}?lFmt|ZRosCS5fZ}}*s+ya^vD0N7z-@!LSfF^?mx|!0 zh{ceat5F10gB}KRYD3yHbs6UV$v?UzVynkwb0E#CmR0Kao0#bbc z+W$0A#CO^yq-f8k80In_tD_U$RDnWPi>l_PFhBkt*Fw?ENggPo4X6lyiXBXCE}e$&GrC`t{f2!4tT9EVqHt(~wID%DSg z6rI=<1Ahc#b&=<L#Fn;eH{nVYYJ7(P0?fF7mRQ?Db)!mCQYXz_$dl7#9n{R9-zp(t0tuA%%(`+ zH3F*@HyR!V3d?6yH8;hDiRBpKa^r*)P(;;G5&RUz7;A55hiAPBZ>R`|wz|I_4i_gob2!4uM9LF=qB`!cQQG9`rLX}N1^T1TBc3hvZ6)4uq zQq|lPgP%qs#g6qC2LQz&MJj@y;wz5BHT{(*P*}^Y6;i0NDKbvX!s-iYo#lbTxf4~* zO>rc;1yZywHkttx!Rk~5KLul3e$2RupJ_*5+$*F|XH(o0b3}^G_K&22qWl(B%}ud) z)B%im9kzS}P+TvfBKRpJa4I_FJgkJZm}HkBq|jhfD6fscAw+t#-UAf9#!=PW6b_?z zV?=_@PD!8$o+Wk{kSKufnxl!)>8$aqq?yv3?mtLI8UvV@CFL~)l@Y%h0DcIq!`)T?;ET| z`9>;&pQ014h53PiK|t}QwU&@VhfOiWib3IX^@t2mY*ePIxhbaTF%FwkyM^Mp+f$2* z;HOYQifxyUDFa2v_x*(wx@?LIXH9S-waemm1I57aR5dq6{EcXgI975Od(?M{0sjqv zpF#~Oo?Mf94-{8iM+!r_vnfIcOvWL6jQi0aC}d_*)!YHE|eQ^lctuC7Y#pUf(H8(|?;}iT!?o{X+ynC=bk&57_FhGg| z8H0{M(JLrcNMXRHSP{bbWbUl4_8ll3ms8c;6q!AgaUyJ(pwz>d16L`CpZm>|Wlr)2t+cVuBe}%}ud0sTS8lCb! zQW&!-hG#Rrg;^GEg5M<>{-&zADIO?oz=^o7d9obVqDt!3e*@sBus{l}@oxAX>$A8Y z!jPV9ialHOaR{zql2Wi1=l4+6+!U?0Dq=+IX3u&7h5ZpKf}g?)DF#e)MR!a0R&W)3 zj_Spxc-Yb$hhVcf;WtoR8BA4kQ?!n2ivtKLD(waodu*r(ehS7{Ibm-WN5PI-P^u%O z=*^~R>o*c97D=wb&$I_$Qq|lPMH>__V(`ul(mr{sAw^#{g=bsF zxmzwu{3}q@&ZMfjDUQ!%e0bP?`%*KY_!2}#@Ka1giYf2Bih*MMyJbR(er$?s(u}KH zZ-KH6P#pU~RdZ8V9yP$VxZLUOVxaiYV)=gq;HQ|36qYahNCQRHiA}-~Q#M7cV;BzM z{@ozFE?S(Ys<|m9I_$@YX(8cZK(X#R6~Ry8h7{Y3qpE@8+?>NgivDbhdn>$f2*tyk zC15R@FQuxvDXv$J!3bw76JwzG8A(O(Q+Oi90t0*ec5+_xY$3$}HpTfajC&vhliptk zihHf8YHo_Hvv1%hkb5o8;U{yiPE-Ux#SEmdE5Dr$YhixyzK~)do1&$m4Nl~1iL!e@ zk$s%1=B6m_!}wC|TSoYikoYdFe1-10iOez(vOPZr>0_jo-1(@Aqy$tVOeUDuSOP2q~I>m52d~Z;Bm+6oc6m8{{S+MPZ%{-ub_! zPE~VLWXdycSbHA%_7f;Hjj0HJiiJoK@wj9+P*^X~7gCtBDPHwp+@5?Vn}YYFlq0EX zZi>=}mN*e^DV=u!MRg1n!B4RSDf-4P*8~bX?IA)63pT~lFH3O~R;!gX=JCsoZ& z@pZZ@Mm)OtJryV-2T~FI6d_3AIcwNgps+nZUP!_5tF+8*_BaG-H^U`BaWRLg=B7w~ z%(xk3J+9mXC>#r^2!4uCq-Zs19e&4ZwrsYLVkmnp*4Xw#3d>*Wvw)&s6jjYlv8;%3 z&??f?#AgpO)>9Gu6yZp5^x7u;9AzdSDx|PvQ&goeK1YqZ`y&-7hAUIm+!V#BFVK1w zr-s(RTI|!HBKRp7Uk>WbRlsxi@rzr86jp2s-_x^jElw9jo&k!qn^ZM7MPMskjHuGp z-VGFe?oko^6svG8#(kPN8Lo>SCyogzhOsH+dl=&oK6SM04HVbUQPtcO5xw*SdA3*-XA^#g~XuCLJDg(#fi?08+*xNSqeZg#G0z+rf5I^9qy=+6;d%k zAw80c;HQX2iksp0?SNwW$cI7-8#YDwZ4I2rxTBHy?d04^R5dq6hx6x=!X$LI5>OnT zMn&*b#3042{IOkuBID&-A;oYug=w7{QtTNbUkPh5>^)V@O)+|CHBv-1#jts<|l&M(oG6*!;_A8Bjc_pd$Dwwjzb+ zm7tbD@xp78kYWUz;(|Bh&cEuBm92r|s6SQBP4VREL7WKhv)XHbLVF<ds+ya^PC6XdLUGizA3z~rMMdya#3M!85Pcn> zIKL-CNHLO4G2xynQY>obfamTzN2qFU3Z486q!8O8g?H87rcn|66pSBWPM#I$3lt;l zcL*s)u_=B9bwi3H783TbqvR$~)!Y=7s(q=dz+bwp>`O)PQyf5wzD9u`VJ)6*eJ`XK%cgiU zfiaQSvra_-g~EQSnw#RK_W|5doBSuqz*;D!P!aqTNl4+^Di$ehzqFVp_#8EkO=0v( z9oORf%%?AbVzs!`f7RR+`|Tbe#m2$W=!;!4R0Kc8VWcQlGFODP$oEwdj$=HVVnKCF zq^P~H1HZLTSx8lLQ&=pFMv7ZHS9-!)Y!0O&_$iJeMOd@r&4A*SaxWpp1U5zLMaJ*D zhi;8r2Ww%iO;vMKBzBmG6rY_QrvXK24=RG6A{iVBtNUV) zm3VJZTa&8hrZ`cy9w}Z93hN3KzYM4deu`A2h#&Pk7%19ppCY7iW>Yj*mct!2UHd2Y zs8jo?YHo_WGmnu%ah0E(_-scLSD ze(3{nN9F4Mybct0Q>X}jiVUQ1cie{0s@>dqQb;j{O>tue<5{(I`Syo_LhlGw%}rsw zg7NkSt#S4E`|iPMR0KaoCQ{@~nTX%(JzbM4q?pR4=$FNKaG>{=A^64ssW_^do8r)M z#x1RGcD?q(TD;#yMetK(Aw{gpyoYdI?2dUVq;O?Z^k~Mod+^jVV?L}!-d3ubn<8@0 z9^6sitoPvEX3afR1V6=jq$u7kwFW3$UF(DtZfuI=aBI9S2F~%{02Hb-scLSD+Et8C z=AoHURj?LHfm8%PMK)4&+-x=tD5kZM^$>iHa%WR4%w~KemM3)uPf0hFsA_JCu-#d> z7HcaK@N-nQ1{J|iaS16Rz6auO?Jpiy6H-iLQ?z-+c=~bkA!qz9>1`TS%}r6Y;0{vg zWaYkqwFo~)MetKxL5fOEXZ)3VhtYk76dr7ft!o)y1j)Uye{fx9R923rpU8m+~Ev$ zOY#8<<@QtrKSd5wteDbcI=o{~Bk5(h;JWzKoQ)wit`zq}%P7yi@QTKzC+Tu-4qdBE zGx(kQ&@F8x`u=^j+sFyg@1z5>=nQ_4di>tpV_EV!0EtMeNfv;-=6L&33%mOWVkg(f z4?uoipv$>IhJH343?QeQJsk!hS99nLevn1@Zpix*JL3RkL7Pv-0+3RU*X4Y-euyAO ziH~jph(u?)oEzlD(Q;goD{FSH0Fa?tbOtX-$XNu5mJx3cZ_Aw5zv_tqBPpaYb2aAA>hH&T*lW{^?zyIjt^kh4)@g^`aB`Uk1AR&QzTCfSj@K zU?=sSL+1!~66N(VLeji9XI z^)wke%i?dUZpTlXrMK>*QyYFIXs9#egSf3!w;Id8dB-EP6Qt8p=)6X~6EvivXb@b8 zpIh%f1btyd79Gjk7s}4z^tG5XB@^Bdn~_7OH0`aR^CFI@L9ZOV$y2J$pEnH`aJ)h( z{8u6F&Z!$5`oaz`N~FuVdu6u}O>Fu@Zy$7mIk}QbXYkI6SUt{(O^SLq0J)&!)>8m- zh2xz!mrmbAkR8LU(g38Z30=+&;_ulPL8`RwIRZ$U8J)okVxck&wuou9Z7Tp7Z#UUR z0FuG+k`g=bD+to<*X<1e5;}n{=LT7L%mhJ}w{PbUAPe2-3|^3sfe5lBAT}Jjg-xEE zhXCYhM^W~YG_psTuKihX5bae&2l3d;dFct97suHd@?ftU<#b3x_Ufl>fkTQ>f2I!h zDtJSuiL#f*ypuRC1B+O1u-DUXbkaZBOE2M$4cKd*WGiak`R&zWp8_(PRV)|>J4vA} zox^P}`9YaTSJ$WcO|X}tDxJ|pdu>!+coXb(TA$8h+iT8(2<#BLLuI32Kc4DG*Nd>1 z-mVx7x@t6;yU-0*)BYFEmtr_-(uukP)!CuP(=#-|}Yrv%1Z0MEGhLlDLTFg<77uQTn zXFP4R;K0@!u){4z(B<5{vgKG;?3HIC4f9}5c8sSpc;_U063)rA(RaK7M6>;~lLC+g zjyH{b{K@zld~09HL;z7zqszHL-dT=Akjj@T?f~MgOK0$ch%G{pOV2h%0!Uk@_m2f2 zn>bz#F|;|O8=i~)qyr$fA?6vP09n@HRv4&T9b@?Q)SO0W6wPAY|l{3Ce>NMd=9oQ@20-e`5d*!6! zj<`BZZ#(n_y&O7{w=c|y!M>1ubJ$L>*TMoirD^t>BR8WX^h$*<+vMc`oV`|Yye_1_ z9^>w%^prEfJ6+9?<)ZL z!SR*~yXt+|L{=+^?}JNK*^w^i2GJim5kc-o`5gg}_7ms~UXZdQ2x6K#+z~($`y6)@ zfYfrlR^W)`E(EFGTq^}2t`>ATH^?Pz7X%4@*tr*gTo_Jg@PdS#MGy(Y&6A*83=D9X zB>>4Z5@oNW>mqSDtrd>l0DE~XrGt3vRr+u-&P()R>y=J%s1oo1CN~bn#FXNt%@H?R&uX~RHdsV-r^BQL_ zl`6E?h4Gm)pfCJ-M@RDZg@SW9eWUz8TnBrN`%0%Y&0fiJkISG}MkX7s6SSBY9Iu+_ z|9u3Ef#tH{3sb0U3}&fuLBwVOC6*K% z!Cr~a=rmFG>bHC)u9r!>SPigO_cwIXKiR8(!g)M>`R#R2UmF=c7dNYhofIQ6 zhFU*vd##X-L%N$oO})Whv*hWFCfe)m)-IF4UV2^VEVjK`xN6{jTs68#2KM8gbUAmglsGsB=Op+2CtH}4Q*-DH-Z>GgXUxgjS=#}mdH&0R z0+2M0Ut~Yn%y_K3&)BT705bg%UCs?+@4+~G)r4Dq0+6H^bOtX-fdu}o$`9JB6#!(- zk1t*VkR*wPT@TPfJocLAG!W-S)mnQT*lTh!9nz4!WDHN^ zkhY$Pk_UU)ou<=7*=uOgNE}y!Q;7%IEB*qV^iTF`H-BaboW1T`rxW?@^*$mB89jYk zEPrev z30h1%$Iq(WUarF38Bv<;13P?`16|JDE5ChVeA2hn(5r?yxj2^2;GL5>iZ~~&=O~W{ zkOY&>=LI0K9KVCj@Qp-}>1Lt$_pRrd)8*VCl6@E;=3cuC0L0ja&fo=M{-x!?>RZ+T z$f@63UJF3NIexhKqKt9I$g4TF1y;mNb}LoR4dVNgakAJ^Hx)l)t!hVS@Pf!|;fnl< z&N&X?8f7oHBaAQh=V;ZrK!YpFrXzX#fT+b;HxI0g!bclx?K43jv&fP1&S$W}A5>hpx8_dc29driooRsO~oJ2(Q zF$EB}3*9C-U2CfaYOj z)GaK+XAbu#(mCAr%Ih})>AKV>4g!1iJw|6V(O$pDxxNQ`<)zVCYqXd0>1-qh=~`Iy0ek(pLI*Y0UaaAD_e`A#_BxqQr#5V_%@KXkUQaHbt%9?c z_X9ewQT7^D6pTB2hw6<~?U4h|cdQ1W~b~Gk8JN>=ERvN{@8_ z5^47CjQ}LehYcduD->5GJ>EtFK&H>6%eg^Xk7j%m`Fwo@e#WW}pfh+uYMl@ypqlm5wG#y)#vz+NA8=tO>d?Pz%x z83UJuZ-$+8(}>RDw%5FHTcoRed%zg%b*3Mk(L{T_dRGt$_F8RDXR+bf= z^Z;b9+j46GNa9>J$oZB_@iJ2$Q;2sC9en9>Zji@&X5r#G*uKFBN@vWcGk8H_ry)p^ z@}3?5GSe|?jsRrqJT{2f)kO$WFS}<4tVqygx||#2l)5j1sLfC54l5EkgU;Xuahr)C zb0$s{gKnYG@ky8fBzL|jdwq`;M|+)>U)lrgHA9mQ;<48X{Z2S955`Mpg1t5w(jg7m z>-FakI71qa?~A}*eFxBKqU^QJR|Cg&JFd;xt6702R6rIR#ua%~Z z@AjUy@l=JKBr%E3;kK8{NXEB%R}`MS1bZb^1S#cHH$_=UDqdU%0f7j^ynNTE5s9!q+_-2=?+lMyE8*URzoYdWXW1uZ5znB6NQ4+rA47i=7M9(K6d2fCcQSISRfe9})(H=Y1Slno+hy97b{FVb5FAO~yca&C|>^BB*@{WLO729O1HbOtYo*dhcu zwEmO|T%>2#YJ3!cd6x@Wpo@(|eTm+unw+}%@Q45NF>x4&Tv^U~ol5yCq!1>ra^ zRu6T|fTf_@X$JvI=_(Eux2d!6l3Tcbe=V@gG$HD_SyYxY?u?4>xAOv)LNg+SmnCBr zvP{_TTmvk#rIY6iSPG&!SmqSXMV9X?KRp7L2u-4%o8_e$#B3iwF>5wKKnSFsX~xwaH+$R#%Cn##)Uvz!23h-N0%eZWFN$Tg`Dq7+P)d zp;j(nwV%aAV56*-VR;VszkJEJ=g=j@%85+gF5wV^UE)QDxJs~^T{RKYG^^#Fz5WWi z=kn~D{eq5jC6=Rmjvg=vJA{0nI&s+Ro;Qek?(VrHdM?gO>QJ{^FfT55h!Ea+Srv=( z@_Vi0U0|8h^8IZAOU5P+mibWu$Wm?D>^ZPFbRg=vSsv=nLzeveMcaU-i#id)%Q9yZ zvV4uv8vraDSJ!+KupHgW!SW)4aeTIOE^-ByQ~QZ}ZkEU*KV<1%^D`V+t{x*ocv&WH zMV9*u$7MtF*rT{gvHhR3+UD&dt+uw0B3do()>wRjONlCx#A7w*CCzZ1ccw{(fYsXQ z5-AN?ZOqLUIHbI>%Z-URQC2(MwH=P^idR)ESgoxo5%o`2v)w7K4OSaqPDJus zZD|4Hfz14me)#M13Tq;W+iK@}4nn}Gr+aP(tLZorAx*TJLH}XPz-k-E5n*hrjXha_ zE}Gh0p$;~t%2Xmigw@_Yc!){XH65>k)dIbUq{do}H9)(kv!8+00{n^ChOH)ZbUj+F z)XG85v#&-dhYJoA$B3oOa7LcRxmHMvxpGhd9jGc zd8v{(w+vWv7if+Xuxv`;U^x;z6EC@&_cl)l6J*5__1r8YJQ&|P^;A9V0xX}m5+S@S zx(Uc4b#Rd#u-q%sSuS8%mB_)8?;VURGSe^F1IyELqMn;2_t0`&m(B7~hQRW;nh4=# zkxxXHJ^no}Li0#mE45v~5_UkO)x<2?qdiN|W4eu(4T1Ra`p7_2rr zfkU|aw#BH^y{TaV7&@R4k6s*?j3K7yotNr*qHUg~Xc9RHWTP-uO z3|-{?q9z(PX7f8lfC#I-jAZ<_KQORJ60A1vA(7NrtFZ>SI7`zRtXBPuh;7(vn^x~c ztF3u#6A4xet|S5*Wi_{crMNNnYXr}SE^)b*$mH!3Ee>FpsD1Tx3s^1l3lY;atDW1n zFCV(+C*_~Xf{yd!AV>EsALNG}B5z=rF6?#1ZbUtI_iS#@uv$t%Q3sfp1x7>&@4S3H zi1VUzzukObDc>OdP{2}qgoCB3J>%RNm$;}mu$1j4>bY6&ILyH{ezmVfH(+UhhzQ|j zDLaBJVGBEb2bT9?(#<>kIp4fU;b6HvfpIr=rKaT)VA0=8)N`}scUX)pS`LOcfMxb^ zB7~PECk0tn98T#1%|kEOTus38;kZbv`R!nQuU1yn#}2IatB^?Iv0D1twzy{pd6cXH ztNE1>DGgc8Nv0lW$u;PaDOgRfoQM-;wKb7laAY@1##w^ZnpYE1|75izKa=qn5!XKu zk^ELmF1~=6ilK(uu%iyu6G7ZoJ0EO~fIDM)-2$s!ZDv7lg(h0<(OdC(U^OXOB8+Xd zxVT!hnpkc1ZrGTI6o>#3Rx2Cv9h3S*?pp;``=mr9HP&jZ0Ty)Av<9nXXb`atTW$TF z!)Ud|Q$7v{tC{E%fsL|SZ8_tIo@+G5?SU?_t~Zg%+a+Ec$1dSK`$QU8Epi|c(=@BC zuIYsjzJ>-R^cHlS;*%WRvt|S1d}BH-qAl!o+Yq9jyL-Ay2H*vAt2q2C%uCTKB7}Ed zQcvQ%NFIrL2PU|raCnMqTnTVD+sP3Pi;9I)Kw6LV{L|HA}mEl{Z9zP7gYHwN-QU7GMJF8~yfwS7B z4n!os)t>bzz|HV$^vM&jqbya4Aa1K|@MGM89BVae99V6Z4iVBstLcfg-VRoqX+(sv ztv1$D3^(S<*)tqqW47-{1c~lDUGnabe&p9$@5iw1( zTE`7{;-P!)H_%8Ibeyyc9Nlx|P=*Okz1xiM6PjyE)N^;w#7>O2ucj?twixC`b_fx| zJ1;XX;JoOb_%#Dqs#SYF6R;#*=3r52KOMVW*?YegaNSPoLDX}zoKj^N+N!ea31E59 zmk8ly8Fd+12A=pZ9a!uo`pS0vb5@JL&cU*F2;&UBtM&nY3u4fgsOM&Rro{N2WRmvn z!N8KFOoZ^Vm|jPgtM20xpn2FIb#D8l+{``Z;c~!TBmRUtX5h=ME#T1mgw#c z0;}adCnEW+wtd?}wAxvxXXbEq#8eYO+*V8Y+#dmbeyz9!Ry*;L2x+3#GzvSu1FQLc zC&JiPs~Ol5H|DjVE%+EydGj&Mjp-lcKHJrEUVwX$kH6ngnU>-TVj2>v!x`^k+GVEo z6Rg%pmPl%>)mQ_3`E_n0SZ!Q8BDP_x>E~yo)qIscxq;Orx)6blvRcRk3EcnP4oa6m zm#EMtGI_g1d@e3VWZcXkIIG$AAYz(kwPab9pU^$qU(XsK=s2-AIl5=abjDe2)s_C& zV6Rsd5cS;M(@%zR2hwq{d??II_(LLucV5(P;=HtXm9_wuLq?gN0+#UG94zt8eDRVi zdYk?XSOyLt>bY552QS5o-`zA-30TyI5+S@SEpH=B$9ZjVUAiwk86#l%dWVCh<`cuv zC+-}(3@q+ZL_Igl*DpcHvT^g67+|@&o(SP(sl9_NyI)mXqScaRQUomL?u)dVqqrJg zKy$384g{-toFS5UtX3;gjw$6sf|tQr&EX=E(va2E=eEJPcBZlO!D{6>M4TwAdCZW+ z9hftD?Q*c%+X5o$pR86PrZ5DocDX0s_CkI z8}|D9TB4r2d)}>QJZq;NZR`#6a{en3!aFa;4{%=Qdr0*JmeQ<}R|1x@5)PIPp^S6q z#pSv9Jf}wiQP0iN!zlzWezUl!?!a=rmb>F$c7fF-}v^R}J-oYn3<;b2+j z$FN%04;Np;y1dmQ>bY6=KUst#5$7=0=y~C8+6(_C1YEc$MN<&tYI3|yA%`}4XuiXB!A>u?? z&1bL_UQJ`ieD4ERTQi!7`X{UP?zCAItTw}$h~&3gw-?WGGbFcJcL{dX6*nS?+iJs4 z86)6cyX_8OHPsnJNE59VB>8D9Sk2s@2xD6bbk;=C+LPd30%^EX>RJmrEQ=#-;-GoFv6IRauxx)L(rVSs zRZt-3uDZN~v)Tt&B8kUpKJ#iYCGxTIH?Z0?Zz823t9>(IoYmCZI^Kh`nwLKjC(3G) zd5mxT_IAD-4p#fUfQb4ht2s>1l>nN1E--Y#MC2B)y>p2;<^npHLt(=@9^89P6N?iu>(*i}KtNqo!EJ)LGUOfYms%>>x% zZ$1$9+}%^Jl3{|K-Hp^>UQYcaLU`w8_*bY5peHrUgw`5=iu#A34gz&O-`iv}>+XXy<<}oSU#9Y7<^-ZMJHY9dN zABDA1j{&O{#t}(8R(q+zIIG>Owq5~No3)EbX~=4B6^yf5Xn^}}u-ck~M4TwAbr5G* zZJMlVGqBpoR3hr1tY-MVV>noCNd^(gZ?#MP8D}-Oz(FfvN10|5K|EHQWrQEL`VDNm z46L^9IuX)DtJND^d=FO3$S1L1BIurX#BFT_9VeuoqkGnV^~7x|_09*sL*6Av z)N^;w8FCSLCMfJ+UIz2>tvwOKJ1=7OI4=qvjTQk*TCRPdfaTLq4i@V{j6Y~`B~5=C zT(_kkiF$4p%R2W9w*X7mP?OCucX4{Ameiktsc+c?C&pt2*ZGeX!cTTq5e9tY*=piy>HTMgbAYZ?)407*C6YRm!b{9pzL+1aVs} z?vp73s^3^N4Xif&2@%pntL=;GHx;b5>;)0Vw%SrfW4y?Ajwrkf8?&m42oPblCzbs$ zDLk=D1z7DsEs@k%tFZ z-HuzEpi6XW=}%wYyj>!=8Fq=_o7&yMY9?)nn5J3ncJhuG=$>s(732vzPH6;3_Z+{A z@m*BGK_xNR>viXedhYJ|{y5`Ikdkv1@67JVAwqcPrIax*evaDLfn{D^-e&+=orz-j|-5K;eRHPif^m%wV?cZf)StHoJX<7TiN>97%Yltl>< z#BH^q7rLX>K4@*jH)c(IMuarcYFY|YMuXLCUK3$#s};(bqKoeIC|eCyd-j$H5Mi}D zLo6_9(6Y{F!D`8ML{ej|#v0&3v7+5zwN^ig*oLj9dAFGre85~B@a!E}OGfU~2i>!IVbUl;$H`dF z(LMFOr{Xs4SN|vy_WG-5L_K%+Y`KN;WdE%nx~VWPG1Wu}@4RF%=0&~ZAbf5xYjgY} z0n5?N94v!BFia5nt@%HSG1nX1Uax(wFX zk|FIQiGcHqpPa_CT1O(JiB=ns-WlI5;;Bl6v8`4l!EjOboNG70YTi0T zfC#HaBn(HZ^)Gln0IasN2a(iRtFZ<+v+Kc?V6}cGL~O%WyJISiRUbnWb$?i=hoOI^aB>+8?#Q^6ERJ*TCdL^y`X!Bc71VA&~Y~H z;vmM9=gz{DOU z&^&_Y4H_q4$xRYzwK8p{)pkg%gR|PA)kG4H)g+$W$II~N$NG0*wH+IXl!mM}`v&8- z=)>M-?qIdU+le?)R@2D)f+OpcsiX^5o4S{X`X{ToXvao?)gBxoBKfTrqx%LgQVq?~ zg|MTtj}t-MRx|$C4Y%dUR_c*pwHBE~NE59VtE6@c&T5-35n*hrmHe0A!D?ro z5`m4fnrCNA+_Y2g537VOk@||r7HRuIyA33Sf{KdV3?qGMv4*abvrGhp1XU7^k$e~XPZQP!a~=82;rTV zIgEK}udb#BEZ6E+hYDC;9OYn|yDAYO zyeys_aE)urv!(*eyylTd1uVs>94y`;jPD3LI@#kp`^7sF_1r9b*D0q__KZ&HqT8%ZpF%J34V71@P?ddD0VXJ9u zP(-Vp)>>KxR5-v2ue%W4-kx#2b)vH1RHFu{ckqMo~Zmdss+7tGg?yK*ou11}LF zyz}C~n3t5I%}HQ_1BFGBDu2#5*%=%xS0Y`J<*5ChrNE+CP1JL<%qeAUNaJ~q-Aliq%UPW#S^Ee;|46|6N!3mmT!)0aa~jtwk-t~ zM>isbm&K$jvee709tkW4D=s(-Sdy|iSh{v$>@i0Zl_+4Dvx%tZW|1(9LY6V95w*aw zDxL`8Wzkhbmeh8`@p(?K>ziE#EJyy&B5Z^K?mm7-?j9che<6iO@PD5N52|&Yoh#=~&QIF!b$DL?pkVJEa%mX0TdXW(+&3_6HFp*ik`Vfk8&(2m0p^ z%n(rX#m_-t=wOLBdMh;1(BAbavS8?0azq&0&~x8TK(Fr7t-+0Hsz?NgF!Y#scTCc= zIuZef4(&`NHP+Cq0Uo{{bPx=kqD90uY-mjfWi)i?MQar>^i4w|uu+CCs~(LPr9+X% zJ?Ij5`VpDDT|%GHB{mvcS%IO0Er^(=8CuHzStsb8ISc)x1RW>-3P<j;QDEp0Cd`&T6TKXZpgtY~MbY5p(ikk!muBGIRP9P4gqKBL3t1+A=-UxkvLxId3s}PQI9Mi+Wf;12 zpUO92kya+^xmosSGoG_ODlyy>*2P+r2;pUs=!Ps0IxLfekN1Y->s|<0w*Q|+gwlQhkBT_VqSL_q6!PFo8$q zJAAVL_+_G=yL*N$XPgO4R*p7!eOZ{gc(Q3|^tt+I1%)`K{(X{Ux5&;!jOE2s^4nPa=rhYWkk~ zxGjw(lRdy{C8k736RozVuJu!}T9yS7#n|fe45g@{9S4;yiX_uwL zBe2^3kwj8st;QPQ$6IrDg4O0a6R{0jt%IyKTFpo7U=UbM%bf^poYk(m@M4Z(m z{k!7@WMNT$3#=C1o=D=c+LiFzjFjDNEx>ALREU&@thT#C3FCG|of8AA1#1#-1p3x;*swRwwv)Y}xL`>7H*4?m!F__@e-V<1c$Y;>?+$;&r80XGTtM}&u%f?Pb2ro-wA7oji>QMzO6BZ^<7qD!7$H5{q ziSd1B&4XSjHw1A-pVG`ytEMUFk;9Jjxyo4-~Le{hvjI z)z;SO;svy4m)1$J+Ug1-iN|X1g9|a`>foG6uv*j`BBdd#ZCjy?aSt;dtpuytej?&T zSYuE3?273Tu$qK~Ej{`CRx=M~{PC1Yr~SLZj&hVGg1D`g zp018ovzdE(9a!zU0ujhf~NEXt2y^1VjH&F*-9g{THeiDKf!8ArbJ+)tTxDR4sO~{ z6}fKEB?>KwOx`Y0#pn`mbX?28YW~BCn5J2+gNZ%|?`H^92Ywe-r;!+>OO?#v2dx?R{_hT z?;@>M-JD@HooUzc?++A35=lH(d)T%FFGGozE%6uS-C~H8hOE}<1jA~t`UY!()#Nr4 zaiXl2d+-~M%p&D^wFO|clW9aq6Rj3IX31JOt0kW$!q`?Ddwn^&NJjq_-hsSxi3kv3wS`&S}`|8RD1ddhYId{RQK$UEN@d-Y_rgWr+~pd6{93-P2v!s4K8ITAsBOu#|>2 zXFr=7cZ6XA8;|{ifJNJdsOM(sl^l&1|8I9UePA*3Btm#uCJ#Xt4UY&XU@`H|^cAoa zL~^j~${33uihb-;i-4ugGNPWFrT1jUx;$N~vJ6;mMiL>sETb%uWrNBy{E3r$)W;

thUDQD~_yWN&H-}nr{*j^-or_`H|iUtQMR?MDklLZ875xWO`Bl7T8g{ zP7^`gR;#|nu-Zto&h=omvhzep6RpEaZxn;JZDnlrEz+Yt5KEZP&+q1BB2&d&vwm7|CdUKUduWbu35)e2bDYEo+j zEJrtRu!Q7|L#t`#wYmc=8^w>)_1rAITCPTx$x0)y0Lyq;B7~R4z!q8bZA~{o^LVk+ zR9x-PC#TGfBCRHw!uVdTI;=t;thRbRk;G%QxMsKTGMpjbuNJKKcpH(@kkt;vF&@mE zwPlJ8SZ&;1B2JXmYR`Y;joPga|p-ftLK?ehsDlHY2cZ|iY0j4k|y zf6>A?iwNSj+WLG|+?MASkE;Nyt+_&kG|_733gV@}YFBO(VQj0}KU#?{y1Qt_bl8~h zi--UbRvY|iEhatelsp)$=KhpOYOK{*1KiZf?JiiYM)?!t8IHv z1UAZQHx4J@rrkO&8t+c6tS2&gyF@0VOZ*tUqB&U2vw45IOEk@D;Ri={fbJ=FZJMf} z<0Qm!bk7b-<8hlFkGZf1y60pu54xVad$ufKJe8nzXRJMR&oRa(%2;FJPIykf`Toxl_cjTG34pH1vfKB7~PkaRjnV`?&Hc zuo(538Yo~{wTpvAbKYcJmxY(zj{u9NEm6^CtJ&iuRI0W;O@rnrHotGb@uzT9rZgc^b zxJ7;P1T3}tIarkQ8F%f*dtJw0DR{0Y>bY66oEXn@=KoqD4lH@wi4b0vS|?<2s#rc6 zSc;2vJ_}f09O7U(@5nfJ-s^dy7_6pJP1JLf13A=VO>VM8^+m48|+A3>(ynt$c^w$BaxsN51c&yf9BI9Y1{dQffz-o$9h?It` zrqBFaSsM-w{0vt6=1IhfvRcLkhShq`>$wfArr}FO{gc&hrJE;$)!qdWk^EL0)%7!4 z?fmVWtFWUsFCl`sttP9(xC6OTeo=3*TI+Bkq={B@Fz@pMtQHVWgt4ubd3PPUX!wH* zZ((Du*hB<~u$rPq9449m@ahLv>mN@fHP&jZ0SAMpC&SSyTrC}*d@O8d5(YA`_g$LrfF8odTsI*x@YV5 z-?RiBr}!90_mrB?I1@Z`2_6l5J*F#B&)q$bx~<0x=3)0%rO-X?x)C9~^HMw>=jBA+ zd~;wK8~Dpnz>;^IgT-JY!_evSQ*QxFW++k5%~HLB@#M=F;{m;Z<=ko_gqJ06BC>3L z8XSu(m)|cGuw{g4LdFCE`R`ZPl4qII^3*OM}2_r3pmTKUuAXYVUSnwNpt%B)`>;4*r4{ zX`9aF__vOGq!K~gR?E?2+<{E{IkE*Sx(nPBj_*Yhd)uJyDVQj0ty}c1#RJLwP z53pLd>qLMEtF^G)j!C1(Z$1T9)6OT78f!Jy09{)+uLG+sE+%3dw%VoW5ok5LEj=s1 zYF=eTV56)y$l@q&+918&%FrcLs)u?-H@gC zvK5P=c_jGyDQNsTt9`j7(rROjHShuoJej!y&T6+75J@~%OKM(@DZ1w2eqgmdAw)_; zRx6Zbys3Hb_pn7^HNRCvoG7dP|2sllwSG^%?}61MVu`4Kvf9(Er{Z9>ye&i|ztv_~ zG44R>uKn%{J8I8vB8b~+;Vl^Nv>ej5XFgbM*+C+tiB{9uyvGi#_C1*hV_U6v-WGIG z#@_1VurV*3CIUoQ?TzOyObUKqi%*NZI7cKk)@rN)RxXjQ1go{YPQ*5BwF3j4&}#OB zRi=W~=HwHBjk224h*Z3so?bi^09|7910s{RODu55E)l!r%nz_y*b^eAX;xd+_X9qa zaHxGZJweBby~@!&hxTPWE%HgVPzCn7k{VIZ-95Wci^cA#dBaZ$=EY8z2;rTV*l9Q~ zN0;VL2NR^_X^j=Igy(Xw*r_s}un0_^brD#)JtgY7StJ%R?%I8N`+hL6?5iX~cv-?d zk;Pp9@Iqj5Jkw{HfaPl*2g}QJhSi+xx8u2UaxPKN&7y0#5!Xd8&nyR6<`fbkyetc+ zBgxNM4v6R=d|i?o{K3dZ+pn{y1hgVpxzCX#rpw!}UkFT<28`SoD6-iL^k zhOBniSOw!I*_ECItMxfa#EG)nnt(SL^`iF~yaQ=;o{0J9KKHkaa&Dyyc%k|(pxGQthT6(2x+3#x)iNF0#*w-$SY)pF$4(N|8xR%?|r9`er2OLzft;L1glF2`_K#5|WWm`heB;7!WZ{vzp6~Ec_Mr zbH9^E1s$iRfTMdZo6NY=HN?~+2TX8fAyLoWJxBO&!0vh1zD^V7r8tBL;hmS+GjLu8 zJeFDazs}CXFQ@na;~@!I87bK!8QGG(B3U6LGuaX%Bcq5!$x50esf@PDC_9SM_(UO< zkwYL@>*;b(m%KkTdwUqs(3*a$W!JZ_+Y&vb5~Y zoR{y_8ThuN=@ZC!{w%Hu%$+X*kyY0rOT$?NBA8{48D<$CQ8xt2W76isYFw7*uf$p{ ze>}5S)0<&x09M(GN)xiQiX) z)z-!mlC)M6IY5m~Yw*r~y(EH_Y_$gc7oyeF^XDYNUaey~0ZL^x?|awrLZEj$^kt@XNX1M}i>j6ekEWwJTW%g@{|(;!Pv4aEgqmgpRwEM2F~!Y`5wk52vq zS>kobc>XMh)0ux^zo}=4&rX~&jz9#njM#)(w)Sql7_!92E7@{cLO$?hDVWb(OB?i~>K)4$Jjuv$SIf)i)8AI*yq z)p^D~e6P1s7lNvl)jZ4hGz6<<_994OtHrxk;#bcJ!IuXbkz!AiDTzf()mYRRvk^aiV?ZXiIZtY(uDjf>W=Vz4E&g!@jy z6l{qJTd*Zo^lZEatTt^w!N_K{+#LM|(4K~UmWFbT?4QKqoya)2nvm?bkJ_6?NB#a2tZa9P4i#9FO&bYJ`c zsV;9409ISkfsh2OW}x^4DTYeF@eQa&JqSgT)o!RVRx>pTy#rSJpiOY%thQ(4S3I(j z&F%2nBAayxs#aFp(x-0_SZ&W}f)uuz$P=>^{9g5e74<-mfcUMpZ8!5A$R98wKd3*A7llC9RK+!U>*Yow?j+x-bAN=y@It~_KS??Z_haj zj0qapjlTi&;v^qia}a{_B4>s3vSN?xeaKS$J9ROarR*n9mfo{w;9l*4yR8;vY24($ zn(_Quye2XG&Q`yBUWP2MTM>w0ma<)#CDr4l4P?<<6n}`z@~M(1%hjvQZ-nc+cCUmi z@fKt}f0njmnQt4 zKZ2^2)%I-iHV3P{3?WEis|~$UjbGPhPntd(R+Q!~0^+yY@*C~&Bi8rfwJTsXtw#hR zqt%8z*q;MdYnDP_qE?%8;|jXy^Y=?C@OA5V76FK{T08l0Bt^8)as{ioe<37kttN7S zhNJGh1FJnQBUs5+Q#4tFRx3+eej2Ryq?!PwvRZ*X^Y>5lHY@S!)Sre%H6L%mmgsDa zEwNcC;5b^X6~V}6H4Wx4 z^D^uk8PA`keLW`29j(EG!D_222t+W;yM35t%7jo~C=cUi)3vxPCyvOAdt%ndR?J@Q zREHPkU^O{4LK3iA?7XL_p~R1aPl45jbRiT;R=Z)(yli|(Wx5ksZHX4aiL=^0fP z30SSbfIwul+Q8M7T41%Aa|le-YE}`!=%Vk-KjRh1>x&3LjMct$jY87O_llNawcaZT zNm{Fk9N?dvsS#kcV`c;^*=lQ&&CqI&wnGPl)uJs4P%5hpxyoGnXtB-dBD92$HDL<1 zgpK`vY>E3x`*E+9bckSNv)Z~o57fZ~t#+)};Tq?<15bOZonr3npBWT(0oM9@TQZ)% zJ=3z?(F85>CtZPgS?ow4Lh~Y*$;^wf>a1;$rB~b4%egF9kMU#~+k?q6_jjTPWZ9)n z#`9-!P4&Pm6^$D9fGkS71R|K_g)N@rQmr{=ki|E9wIi3s`xH->bH=3|Zvs zt*IH$pGA2YvxiPSHW;6iqS=^01hXU`z$}%&UQGb2l{Ao8d@!<^s+lxt=N!2 zWVBkJ_|#KiHPa;oCTg`Cq09~|QLZ`x7UubN1R%z0@#Aly)egtZs0&tWZb?YeT215t zpDlQA30Bj$Ay~;)dpc?}S}pd6dooyUzY_sUWwmuTnOllAR);1-LZFBdQ- zXnDyKO^`c|Km_OI2{SL6&QURt<+EGr2QG`f2TzuUZJ0Y>h7R(_=eO<%C*%3EjJ(Mh zdYOlwHk{+-(F7ux<)Iy(8BeU>Ln#t6o0%O4zl0Ow_xDH+e7 zrIRvaHT57DPskEsMj(P&ZXd!dUq>&)pD*lV3rH=%wX~hwe zfYmxi`XeQJL!C}wwS&ooBFSobhdLuJWdF5Luv$h2!HKh4$ad!L%+7P?R-X_ z1z62MernCS617@YAhW~zozr48SZ$;d0f@0$y6In~H*VChQG+d}CT1oUTg>}s=!4ai zTN0AARuehE;Q4!lz-n6R1S{EUx?z@RwOw;|7J=0|X%L`PR+~BRKV1JeBHVsMOX&9{ zOu?4eVUH~le>%25SWSK?!N_K{34U^s(4M(tdyM>FrOGht2G)o0)JN< zxtEOR&(bN4`RDS_7q{O)miu-DBA6xYFrMSVSqt|;79$_k6I_;z%RE^Mk{PR|tgOJd zhPot@@%&jl&$!`vG3;;M0kV91P9TC=t{%ZGKT2PiL3yky?-|Ku$q5u|wHJ>E;0GwP zPW|;@wcbs%YDfZB+tiKOt7Yu6%LS|1wk8xwR?Ga#{I2$AMDI+n+W7VaC(ddctUqGD z%@e0rfYrKnC#YIk&2asKaIo69J_IRjwUdRvaWN>hd5hm)_YNT-eyhbRFwYh-Z8iTO zSZ&fM0+G>b!Shz12djUyVe`xrJlUK zr{y5a!JTA0f0iS!7(@Ral>HX6*zY3{!7T1aF^fV*a5|L7yDM#VxhyF+#9GZKl(AaK z`_&3yHMM($Bw)3(v61*OyzcGm3s(D;L@1K1HgI59#Kr1e9{^TM$|N{(Rx{hfy!mZ) z|7OKtHK#m+s+HAz0$nx1YLANvQrK#_CUr38Ql}XFrFLf>)ta-&Z?%NSs<NATnC5h2FNUU^NRB0u!}bUq5Dtb))N$r?4=ecO?KZRvYE>7_GMG=DKvSTF1VG zB(2p%4sc$1|Gi+f_PPWs*=plA>_w~nnQ?y@Sj}Fa0Hw0pvJIKIFjf~Y$%B>{IEOHW zTEb?H6Sl+<6@`{ywWUi4MmDP*nz9bx<5g&4J(g>nfSWw+>9L!+E5RwMFa8!~zJZMA zZ_l%Pn7c(594|75dHG{WAVTvZ=giDY=hReNFoEt4^YvU7&)Ym%B9}7%SF69Kt}&QE z#et3FoyH;YZrkCX0bnxS-LjWbB6NpajSQm%W^MPtku-=ncvk+ zr{qU~)m8)%l7Q7N*f94%UK#f7Dp>9D4MLG*HQyo3706FU+IVOGq5A|U&T4zUF?+Rb z(;^Rm)fAr+RIRMmyu1H@V6}u)f)ut|=a9NsUUlU6pM@3G;SB-tTdl-T9j#__;Y2;K zT7E8p$Y{0Y0Vxl_YJ-aiOw?-1KFkiQ&~-V!&i2E10uW<0mwQjqYAGiaY`|(URfHt1 z)kF@kiDUc_u-cLO@-?3v$yO^^w-2r6VfniNtX9#C0Hw0pmsQMV^R_p7J3&h{R3%KI zmatiN0$bul$N7<9wN{-8MmDRJH8p<$?U~*$;sMt<2OjaXXY1>X)zX`N!uLme=#ugL z?U{L)`CV;Nk451yFDerWL}*^*_A~RMTNr@@RR$_6~_u(fqepD@f$Yvelc}cdm09 zauBjy)+ginvvjv(zHQXe*)tBZq#F{5V3uvCFiY-1&)ZyJxGW(lVy#wRdmuKe zT+>_8V6{hCgd||Kk;m>JWykA!?Z9el@(4we)gDahhPZ80Lh+gX>%S75IIDek$U)S9 z>WfXlYSupqs#aF>nynH5R$KdrAcd{=sG70bvAXAb!irLF(7om?@>|V%FLSp@vPrLt zV70X71R|r=(t2#r2CI3uB`{H|Ejr8Wux`aB&x3`zp%Vd!v6|nzB(z%CtiJeck=;EA zNm{Fk9N^<~4!gl>6@3X-vehK&h;znaBJcWrS|dZDjHk>AJaagCGnw{bc*>exu$Y~z+K;~FW}QI_i> z-}5H3zbU!&G#l2sVx4g{&z~jt1asByiR&9Q^n^A9BA8{qE1u&)%^t0QECrdH z)qDQitNG^gWQlDu1+8|b^maYS^0}0Z=g*=a#_XY=?EeqnKagHYAc9$DxnY*XvZ>FZ zJbqoz*XObv`z+RKt#^+?t93eIRRDXncTWjPz-ryg{E(7$?gzeKt!X-;NV3{}yB>(U z(cH8Mtmc_baN?}?y=4ZXBEFScfz{%^5LB(Kwtn;HSzxt}KL}FTYRwzh$72iDT!Qyf z1^gi(eycT9X^YEpsoTEQV6`<33u=~vj8-cgm)RPu)=`%xiNC7Ute| z1R&08oifmB(Teqqz-r^V5t6i46FESW8@qOa)he_JR3Q~XzJ?j*t#Y6+W3?${EYwGVyebM@637p8tD4g<^tG$!FmD_nisjL%)D%G70?N?oVJeH z%4KmZoVfy-9@3yGWKs4dy3A#))?t;(5XjPbI2q5MB{h(_0vYJk>=2xn!ifYTm}QJ7W=W2{r3qQA zE{4Z(S<1?IvSj5ZyS^lc@VyU}%Mx1SihW69Qf%YM*>z2pHPxJwesV(1CMioCZS& z7Z9Ydp3*aMnk_; zw{!(VZ&D;MQA2+^`5$`qS&PNSurNC+6Mz^)TaU>^($O{Ulflr7+7Xhph88(MzY|Xm zfT3q~Cs@gb-ZbV28u~}>yoF%sM*Rp-Dns`^T!srH=brsGXgqmc!W3!=o6$^5)SDBH z?}}?Yo?v7%^z)TNc0+qE*KhWdYn)HzJndPnz_e%SyMAe~*8A@w441`I{$;&T!^xYWN-pYshlq8yU}^#Vx@X zziq7in%WJrlvNUlV3xk;FiYi&X3lV4vi`I-;Ibs!)EE8cG^5l2t+p$)7rxo6dDk{I zN^u{bNI?ind<&_Z-m}E^K-yz1z7|q&T7v2%x{FpotkNa z)vkUds9IUg?rT_Au$uZ;f)uve$Ik?V3E+cR_XDST41ve}9YT$bzhJXvOH%tRBIz6f@OEG2u$ zc>XM5W0~IwKkn;v3A5M{h+r0VAIviI{Z>CXFWV0qCURM>I`U-kO<=xlWb85;3|Y3i zk@5Ul4mJ13^D_LP&U(o5;XHu|W@&Q)vz-2DZUE)sVEE)YmnG|O7BN<iNZH&iuAStsmtf&fG0^+yYysBpS5gT4+`4y}d z;6NZUT2219rU6)O-YEhTwOV_J*XW||S9X7Zh3R;X0K{1Bne_)GMQuOy0jw6|Pe{^Q zP2>QlyNttsDfovFtYoWAzUqWl+f`So9#}0oiU6guTHLxSTo?gGtxiEpJiSAhf-RxV zw8WnAyZpdvA&&?~Hmm9HU)dAd^RwRNO0IFdkMp!=sV`%-^NFKA!dmw*Cgb_rb9p_c zJ^P2RZwK>od?kSh&P#J&Y|r-R#~4GFL#mfGdi~q0IXm-Y*|Cr@frrBzytDtZ78%c< z<*8Z#nxMLOHC{2lIeizLqO}AH( z@%&kin=t3)eXI0nI4^xS5r|+Gc|XjuVX4(yD36=dq84yj68~lqV>Ru(A@~7WvTEiU zuv&X#LK3jrhOJRZ$yhlu#sD?QS0P8)4+KfRkV~?TrK{&T1cXnLp=tT-Id$rY?X84>G-?juN&T2ay67k5c)luySR$JDU zplW5cyAK{b1FL2BCP-nc-Td7Ek8Q<=o0s9!kw2J#_^qbApas^&`-m@Xz-mP!2}DM# z^?av*Pil74BQQ~`&9QxtE~@+ftP)r)a5@2qvD(_(1xVU( zz52-sn3v;I2t;UJ=k);-wCE*HBmTBx;b-tImW0tjQWITVCdGO^M$06M;@Tt?Cif!g_S?&h&WXb)*{I2$NRo-+sFMS&9s~OLq z#bYItWpwxL_-@0;%?U&>OU@O{(({r*5tPUH_AVw|mP;XGt=4+PSf*J+RlUG!;oS*I zz-k%U=aDieb9yvbZ9+dnkz}Suq$ZLrWIPTWTJg}O^0s@iIYN}6S z<6y6rU_xM`R=aDRhc40{KkgJP%%^J!K#bM2vWk(EG-e0>_ip?aLXy^MA_r(b*?l5d z?T0nNO17HK=+kI5bHkx+!D_D$6QER98&$tPp3{R?R&Am2);JTUP)pdfx{58~doF1a z?A5w?5sYkB3pwyg0Zec=|J8o3aju2)wC85e$rx$M=^xmhw_Coh8PDII69ccH39|Nf zI0EysU!6dN=0)xmGcT4COU)t6{>MpIxhw%uJXvm-F;`Q!IJjHF=e9>C8PA_3Z4+bY zr4e&GLY8A62t+VTS|Fa|htXq7Aj{4X&t7m@Ja6%2QP{!k)h4z#`UF`f7?Sb)S>_fp zd$o(1=iMO7-9-c-^Hh6RdXoFhL4i&0qm@1v2s8CVYyJ#z_L=x7v&5%oRxW?UVh$YO~x3L`JKbrl$-6 zt9f}7n5fl)cIBgso^Q{yf`#enPXJ=9mjAm9NnxvJu7thXkRU>m)@mXLsAYY-0IW7E zieM#M?cLflXf;REvL0ZyLw5*JDyyjsZh#7y^y2{DDINcqFa=veDHvO#QS(_UV6{C- z1S6Z(h9)?CfcBiWrg8l~|MqIf@9?x|4=v^jq{ri50nnb_N62{o_KY1Lf>ztoShFj% z=ZsSXA~-K`%)I=X71$B7jJVKIo6Bz3JA%O^HxgUb(_&{Dad{Xn+GVKLimhwkDSvFWPhVJsZi6&(EsMxP&Jb#wG#le{6 zt?{Y7kmZsxfe2=a4#h0b!ecH&c`T@yx|Yjg7bn(gYs`kDK&EG}s0OR8k)KvW60lmj zyAM*%rUp8K)ohv&iX^LbieUC?6R+)11FPw@COC0c`!SVy?N)N(31hI@{`Le_E34f! zOu=Vb&eI@BVXGClVfJd%-v{l36?L%>0r6XH*jnapks{B~;b1lGAp|0$)z-EeSp`;` zH=4jityZ=DE4s)dTJ*-UCh2SHS44*WVyJCjOWjCQ=Z9UvutK}IL8(n z2}CeUNI0J3(4+RBA&Ytg=hs}8v{arf+Y*^?8|xnrGlDFhYGgcrmboF!w~gsj_ZvZ$ zvl;{{%<{5rc_5U>yWu?xxh$psiM5)~X6CIrGg2b^g4NzmBqRZ=HCyD3R-4hx zxe~0VGo4T*S?&7`EyN8k57Pmw4VX)C;;a@w^)aG!c6_!4tNmC)P_?p}X|hE=?A46c z5Tvlx5*IV~KnA#$b%7N%a}xpaTkWoa5;oxeg46i)uiza7BBRyhBOOA(YQ{DMCTg{! zEv4w9wR=wC*DY^*0uW=h`?^&~np{qY+pERB;Au~#Ys|fN>jtXqgtcDSjEv`R&x#)5Xtk~-i}0EKYN`YxG%s?# z5!jw}n(w*C;=VV|N8ro$68PA`^q6=e!*{!Z+!8ukjB@n?Z zXCpC7$Ij>RALW%h%NBE4Lb7hH<=1Cxe zSzMzq%Yg|C27%RDrZ?EkWqF$|)@pm!FjpXFb=YAIR=bx&NCH;NdUz4tu{FfD4_NKt zCqj{AwVCS~t6f&E>a{Qeyg>)&Fs}i2YZ^qUae~j0+G>bmv^7QE0B4r1SV>=mYaT} ziwqx4aDj!X)P(@VSnc&yIb7ls4UD~EuQswLAxUdBkptXRr;!_2?b1Mkm29;ud0uEW z<)q;zV70x&2~aAlWo0+P+I;W+bS|{S*a?Iw)DkwuOiL)lYvMhSO{Wr!Y*ve?aM=JR z=y6`xk!u{^cRcOslEAcQol%NEp*=&ckn#NO`ScIdp8Ilx6kuN7h7*X;yvUurj!Wz3 znTGO^W#_5!kz5wnk33n7_A!Q@X>#=gWGM+D{E${i`EGQ3}a)lQ@kiX^Me zpUYTnM75kHSgq-6f)i)8?i-kUAS0ID*$!6I%_FEOS1jKK(1O1z012#=eNCc~mYEWLY6lAoT$$}AAVXs!zoWMk_cFe32trl*% z#1aO17GEYj3pLck2mX z!D{nI5TI063)W`N>H0R`T%jfOClRJ#OMGHlB1-_LTQKxGcASinUtG{E67CfqBjFU2)sy5R!n^j=evLl%tonyMxt&7ZHjitF1_2 z9v_`s)M7qZ?cz#;6KA!+h=+J&`i9GXg4H565LB(K_G{r~Gq75SB|!>Xty7s29$VYo z_$RQUZ1xfmztx6MX0BFUNZWk}tk&ZYfyijJL}L|vueba$0u!~G`ImVWU8>T80-PNozHc1MFAz8SfTZ;7_oUtyZe1z8&GBoM(YYwlnc?ed=OAd6kQ zuOGN95BDjEJ~8XvQ0Di}zLry*AdB_@GM+z6@v!T7UNY(z21AzXx&$JaW%*sqvgLH| z_D~+dJyL&jS%Pd8#Qh7qoBkMV*0EOe0%5Oa*q@LDtoEs~CsLe`bjSaz?HxualB_m% zWpBh?b~3;>pf(>%aN?|{b~6r916Lf-1FMbIC#YIkZOUBp&S14?GYL}IYAIcq-_?Gd zQ^WT(l`bG4eybHLF;^g)?N{mvR*N$s5E-rJ(Wq-b*sDEVOJJf_+Z0v@7iL-iO^UEE z?KTsD7^~IKR6x>Wm0m?)wJ$peNm{Fk9N>{pcBQaav)NCulC5@lyDwU;=ZLRM!D>cF z2v91kjf`o9R*U+RCl4*5bc!$qTOyrl37yatabUH&o&+PC)s&of1wec5GuCa{@84eS z`az!d+-s|cksRJv-i7weSV6|~w`XR_ZEVkls&!t#y!6^YAcFI<=pHVuL7uLsAj_U@ z8Y8(ZR}b@KY2r2>vkV>WS|75=pCIG;votz%1G6ZrE}sHf)ZGb0Fw5Ngm}TnZW)~sL z$@;BVb6LEP@?`1Pf!RY>zTZ3uvIMA-@%&jfOk}K<<#ci(WLemSKm@bQe1KUdPaNP0 z!uGtL+6t^@mO@AZRx7n*?(ARPEyW-9YHlwHMUvGv zsjTMpwhh+i*t+Kkm(n@%-%>ewew^l`}V@7tBlbSppH77r7}9acOyPoTC9*@;}VD z!)38Q&68zT3X|omdOLjYU3n!L&!44vbu?NnyKC%s$RaO4v*sWKvrLG^Ec0BR?u9IQ zSH^zkvix@C$uei-1YBw<-Hh;={Z}87@%&i=Psd=Ew8#Sdws9?iKm@aldW2al?)kbx zd8F#v%lH5H&FPqjSgZNxFu$vfvO9Jktad_=kOZtYeY^*{WAD(?6=1bqGYLhK)spnJ z5x2bVWPD=Qh4}<0&T8I9v54y0&FuwPP2Gf`YGt(>dyJ>TUM+GRK?++f+^ZQL+qttN7S5vNxig}qvW2f<3VT0v3(TCJtglB-}f#|s1~ zmDO(dVV+p6c-JHa8n5+L!W3!=o5xH`B!yfw1gotHCm7kR7UO;bpPl%i#6g8?oMKO& z_Uxk0{1&w!B)=4_HouyT=WoxaCHJvCHA*_|f_X_%aI859p?Q(hd5lY|P-TH0m_SkY z&{!_Z2XCG%b)A|0joKN9YRFPNjg05dVzrnt!QFk|=0cYC^9e*S%YZn{^7B(wbI7vn z%c1pLmJDB>EY-G*p|{Ch!8`l&s>pc$EPdYI#PecTH-9%|DQs+Ca}a`AddFjyKU+c{ zL3zYHu(ap0{P7cOwbwtGdm!!oFEj(I?MWmg0juSQFncxc0hK;rwO`K(MUvHS+G=9m z5A&^T2z#~HZwOAD)ppHb_G;sO-I{>aMt>xzT3IbBM6u@e_od{O4)zqpkqtz^{ES7-Pd^8DA zDyy|jZ--x?_kFaO04?D>fG~wx!sZUs60RSg+y|>==@N`=Ry&if@EqE6XkyUntvd{iL;ug(|tU$+dJni0ju?oB&b?h&HhS5W3ZaSZGsfGTDVdRJhsoyW17Q? zYWRqN_^q~NfFdqS0~c3Yu-cnM0+G>bC)Q5v23BjCPGF)|i@)3u7pBpQDJNlJcF86H zF;?rN)(lBMRO9x8)!OF~lC)M6Il!SW+ylXC)kOp=*=kW5foL^t+Yk4_YJuehD3#ST zTQl!!U$eVxE40K_xy3afZ^4#`Vp^h1DcuvS=GT~DWV2e>vZFJgJ)Hto)Van9xW?0- zw||VqWqMAbd>pLxumI^Xrgz1qM40ujv8^ciMJH;kDFS&p|*-o#}& z9?g?w3zB%yNIz=QB_qfqo;7 zb6MWp7HhQ}4Fhae#mt5q!D_QZ2}!_eRc9HiDIR=s1FZJ=2BAo@n)$DRcu)=(Hx37@ zy}w6r;;iOx6^W?JhepJL)k@iySgk=SK?+-~yQMN7TR?|iM`1Uz(lPU6VMnJ=F;-32Vh~&{YC&{tQOp} z1(Kdc?wt!(TUSm<(ppXA0KZ)?uL7&3{vlY&R$D(O7_F9nzhMqoZCJyRH6KN(tTw@? z6P{DI4x_h0O9ZtbOre&r31V8}WQM|Guv$Ykf|1Q?^}hVUJ%Qq7h?0uh=Qxw^@?w61MT?FA-isW&T*%ToS; zCrhZUE}ovMz4CZxzt>7KoA+(#Z$?AWO(50ujveo5^xc@q`m(>7{H`!euFV z%#%eacm!rqv41`n&Pz`XGM+z6k7vvt`cdNXhL9z)4}l0~`H_O>#cO!1Ba}y!l6I?s z|MqGLPsCd7%xryZ)}|*a?}61^+Y*w1)yj>IAmx?*rXsM~xz2m_G-fiISz#t<)ueJ z{8nrEo_P{(_tzVig4MET5{Qged+v5i8LSqvfWSnp_R){IZaDPq`!ZOV-If!87_03V z))JR^z3biqV70~T2uWJ2i5#F$gJcdKTJKEhn-Q*El&(dD_#i8T0#1 zuE95TSnK}zWITU+78u6io*>;l_yWvJ(02k6oR?x|Ueu>}=tGvvQBhO4ENMwRSsnzB z#?$leg34;hV)vMg=g%_nMLcH7d3xguWVxF}Ac9%G{D;|WAC%ZD_~a<wNM^)esy!@vfO$h z)@mQqn7x|!9IMV?wKobHH6#J6^{>n9)dn>GY6Mp6-GWdgSuJVRV6>WktNF%YwLDdV z6KA!hv%(S8?$c}?u-f&m1XU}m?N82l4OV;7pCE;;*50@k9^0a=^%}v7${J2U{8sz+ ztPXy}ipu1Jz-qaA1R|r=E;w1y7Zs@f28a~~)`2qqEW3`$3t#OHa zIhquL)jBOFBx$WCa)2eltp8L&& zvwSYj`3_kQFDK*qvxF2UV3x&;%3L5z>P7+)%#!f}&+(9iOm)a|#)6S&!1(_O2%rsx`ihpOP^2z5zLaBj#<2i_nQt@YyDACebB$X+NHm5 z$ogM-SeUFe*ETUVwX`rX-8rt2VjX3ngBX!dOC*)@mXL=-~5Q7p(SOpI{|hZCZ8& zTCM2D@gHEdF0%euynXo&`k2vevfY@9Q23S%Ztz6MtNzJg$6vszW5 zCH}|jsrP0Lu5n!7^R%a5>`;u8w5Qe;GM>LZ>%Du5CYWp*nF;fvca1=V=0z@n znHPmR9q)n(Mp>?&!DVsG!rnz#W!~0PA-d0K2H|!3Cy<*RXsm^M|sjKGM+!ng?SlxUT!w))e46U|%MZq~Pi(8Rct2LW81)DW3q4`9x+Vow7Bw)3-gAXFb+o!oTSgorq zp-8gYlL3PecdPTmV6a*f2Z9r4wNEpzACo{ZAbzVg2xs0fS$=#-3RrFPWdf1WYNa##-TVVaD-6JGvttN7SRqs--gVjpo2v)My9yGa*R`c(W zcLA(+C4~T`vfAi3Jy8LLZD-Wb&dzxMCyaC!X zKA1p+=0)x%GcS)Lr@eqIHaEgjxGbMac(RxeX6_qo^+4SVvMfs^i~CZ=R;% zyW-rQ6Nq4zYngbC*ZSn$fGiH}?o@JFGJo)7X&TA=Mi?W1e}O564OVkJK!8$N%`dSxo>TL-ntPzVyB{S?!IrSi!YPbgZ#I)z11r6`PyqIqw z5W#r~VCE%sj@5g}^4h2I94^blYMv}3tcT(0(fT<6uckJAL&o!Gxo@A0R(qnNHwvmhN^RG0WjB zxBZZ%=o*0tX7S9yEN2S4Jcsfa^(4}t%kuqT1F=^iXV1cB{guCT2JF@5za=CAtKICo z0V%yJ3?GBl%svx}B&*%>V63KdZ}}LoTDua06KA!-n!$Kv9bUaD2dkA;5>&0Mc1m~A zTiC0a$w$>pzOdEm^-{rO3k$n}&tS7rA|QUNoodZofi!87+zPDLrZs`cXtngdYplU) z@#+L7YBd`#=DK0!Rc9|)m~q_*K#bMS9BPkCyx)!aN?^6*UW6pA)kF?3V(Mc&8XYBYGu-bn! z2}U-ny=Y)F6xwsk>vdPT#<^<8)1GUTnJbWo>MPHO_Dszsg`B=)$~= z{YoH0^CIWM%uB3+gB4_nQ{3=^%i?{6Crgu)jMYB;N}CN?in@{U{8{7&XJVH4KZ6w^ zOIRNQ5zKP@9iHR)MpJh~mO=Z?<%ay*-#9z*WQnO}&P%95?@^FN$(fAj&k`|-*>~zF zTgE|_9i9XtnB~ZO%u;X0Qza;mj|=R2aarD<5Nov!?dD*!&M@`R1FOy4Ku7{s+d6qU zQo3v~?+;enV@W8ItTrx?`D^&Wk-m0dwUK)WPMpvJ7Vf=305mUNKm!1T8H){ zw83gKod{CcYOUL=;<0VLp{)Wd>Yxh&@mpJuHDN@sG%O{w#7mK4BL5q_it= zjyok2h+vkzxp_7R9+mK`54%asnj{y=$zFEb0~vi#>I)@r6z%oWHNJM~Y2)y8cnBmt}S*|Zp| zbwl-%wP3Zk)`TL-YK}LU7jz$f>F*0xOFu+#;;i;(J@e)_C3`1Bu$tm=f~u9(nkfvz zw}wWYAxL4X{m@j$S-bq?*dbU^_U8zQ-)gEm%MhX!c=H5Ut%W~<$Y?e5^6^GsHThry z6SbO)8*|+-(972h7G~op0uW=h4St<*i666{r4M^G?c0PTt<^*hP$~HMC$L&jU#de(#x8;!y@Q|URPM_S9X!{{O$RxNeQ;+jy-1!U|w$9 z5{S^e$XPJ+Qqte_7MQ@(uJjd`CF49#mUt~Di|4T)s~}6ga5A1hOOe_y%yOuratvgd zc8fp+vzUFtb3EqCJ$$C+;s<}9jQ#K1M#4p&EH(?7y;`q_TALt?cP1InpJjFXGR(4j zLDEdfa^xd{2xeLJ8MBP&yJ-oW7wy*{`f^$BUgF78cP#VG>D2XZtsu+WZ)7}wmU&0= zFw4NH!FG^k!7l<4%(CnYX3;j$dIv?=^xWiuT$cNPv;40JdGF^8z0DZ9$g4mL481>q zkOU0fZq!oLg!8Q?+rZGzLkLBZp&Nf;3_X46;~8LR|}8AIp3pB@5+&c07j zwKDWWc`papcP2g|NMS?YY04P-$avpfu%fC{35Z)!TUTz`s!eYx7+cI3dh?xXH!!qL zCV|LkXzl&iXQH8V2~5<`HfNY?psj=EZiR*Urhov%7&#hE!-(s$Dt_AY6=c>Gc7^z)cfBZJ;TSdn6x997& z%)Ya|R>dQjmwFBQ*Bpf4ycp->(mJ+n#A+~s`G$UnxGVvoJXu^9F{kID!j#|exox+P zjOWjinfC)t&|>E1D9CdEFo6hWnNxsSx;9O=hAh(ydxUaXJR^9rv`QU-=Osi-?>1yv zR#&rTJb#vMQ@>)ChHG^3J@juH5r|-x>4lgjUtWJ3l*i^_1EaVsVSlrTvDy+RWAssq zn~oD$?csPr60llgzsX3kayR=3R% zIDyrsEGDR0S;14Wwe1K%jMWauYTy!Im|(INtk&cxAxUdB zkpuM8Tjc^)b9W(F$yQsT9E(;{S*$Vztakex0ZL`Hf{!{_HH$uGLZdyi!H zYOVpro4^DGzX(KdUM3ge(wg$V!UD4Nv@&j}^KY+qAciMPY)dA~prq$h5?- z@^8stwfznRBb(J)o4&_)lFeJ}V8S&{!9$+*+@ZqU%+v7c<_plC2HVJZ{`S0|T8`~G ztVREcFfW=m1R^vqazno1(%QO9#|uobx&BcHE=x`vPZqP1erST7QBNmBmMJ~Sc>XN5 zs#Tcfis6#ukfoqMfe2>lSAtng4qA?ZEaN^Ojo`ARCGceN{oV_+7!L7X3R#*raH<*4 zpJnSTCX3v#jW;1n?`8xdm_@4;vvk$j5f9~2ezEZ#F3ZV8u~v%;T!ziM;>QeYu$oIS zAqiM5{m~$#3=8zW2v&=VA{0qhYvMN+acZkxz67fk+#xt|R!cnPhN$p~w~D}ON^t~L zE34gc>4pC&cS#~hVXHlP&;^f8;at6qu%g`335efn&qF^V#BJWUE3j7^m`xxuTCGb` z#T2kw=|=(+wc6bi%yq-kmw9zzVIKWT0Aj56(OZw}REW{v;%6ttN7SGv8$` z2dmAOQ>yvoNVeM29r0+j(&V6`Ge0+h;XS@)S+EA||}HXB;PumxcXwuC;@5|@6) zP6ewKs}hWCR?9M2{|MUi$klJ}xyFf0=4nq07sdp~j}JksEsG=L`P(zjwGOUz|CqH? zVP2Z05QyNsbSuN9HTKivWXSS1skq6oe|xp)G@dM(Y0Um6s%)Gsd~UCOBIEh9_^)LQ zy*ntS1hP!|Mj(P&I()}0HhxXFLze9IUxsp7LNa)=Oqs>}&C|T>OdZG)wvUYG&r-Pk zCmMRL??`vZ;(3@r1hcgLfmyW94!Z{B@#l2GI4;Y+mtw6Jt4UbLtb96MUsDxAk;R=#Ubw`sEN^!dthTL!kfgPm$N^ffNq7QQ zE3H>p^U0BHwGkJeqSfj*I@$uP)>w%ErLx-47R+Ck7mb^M|1o>inlOc0!e$K961hJA z9R{nFb|4tptTy7YPa3r6^l?L1agF1f$kq++v)awer*Xo6wHO)(RvXpe zZOu&8%4%xg#|#9kb!9wOZ9t=DOj74`Cf(Vb<+M0Aj2*M!qjDaf45R|AE!&430AVz4n0pqtF18Zz7(wHGmZeIvReQ3%&ShyMmE0-EiuM`Fa=vehiQq% zlQYMH)x2jDjBHlBl>D(3wCC@Dqo26OvH8T)o@H&Ay_(Srt%I=EpC^;?{Ozg!i)qg# zE#0(WUJPFnh~T`){lcZCX3(}1WI1!yNm=*bUac&jCyVw&O*BD+3=4V4;(V8k=g;ys z_YdxGOx3QYLKgpc0ujvei^*cL>@Z$UHCpX7g3I#hD^C_X1IEyAS3cMbS>{=h@%&jj z?vlq2vgy?je+SMvKp=uy$|~`^6fTY)0_CC9F?kA?CA(Ox)h3v(zymt;uu>naR;@`$ z0#;iR-W@6P+JtuktBvSSD3YvpW5@)=9a#C$4fbkth7p`Nt2MH7MwIjQX$!$>d&Uw} zt*jOkrZoqwray%sg{|i2!R*z{EWV_}ikdl#fcUNU=1dL-ywKg)9;~LckU(U#+V9py z#$dI6rUWKxHFZbky5Tv6dET%vr>-XeF;@HCvL7z-5vkAfz-l2Dge0xiL=JHG{*MM= zwI90(RI8U69an9LnLQsuJ ziXgBLDyoZu(nKtSprDJOg6t|nkm#Z=w9kw6MI}Z%`tD_~=DB^(^W*N-}E>svK`-wR6SYEpsX> zpHJV>Rf4teLoXVTqoD1MrkPelE+q4kqBvl2Qijf$Y+3Qf-kb^uQWP)4GqQ4_zsFUE zYp+BiA5gCa*A_xPAivD`+@d54abWb=Pz?o~xzKA=S@I9)@=- zDjSFs+RGGSG6{dHF>yV7csGg|MjmMS^+~2;SO-f~Z6>9R*Bg`>Z#eE$jGeGi&QI6X z;ab{qxYU85;+hqMuP_5iu-ahUFoK=X{LHN%I4V z84)_r!CPo*BgRgpR7Fv#gH&_t#-a*Z=r7nzRw90?HvX0TP3P zn?1w`0iGq-u4}2^N{#B7q49SW1}EP?--}we5YPlgkgl?dI&b1x_nmZu&1X+nQkQSv zMwprXnPC!J+cUSd*RH3^CY&UD&0sqk+(ig8l)$nX;=fJVa~i3pQik_gN--sLtZG5W zI|yZjJXoY?A5eUKqQAB~sPeDe=rpy4kNl*3b`2#pw#vTP5^C2Ucg!PqX=iG>x48kw z_%zWqjCv&ERKo^XsV%Y)4{H2MZVy z(bzdpajk-Z&Nz5a-|4_y_?tL@+Kv*g60DGw$nlcj&xw9Y)M}~e`QBb~R$_7NNyh|Q zc9Mt-{|S!NQpmu?GLH=-8RtH}L+yP8Sr5ga56CPl1hnzHy;4wAE{0Gr#-Xr)l2#cjo$i&i7pRxu5Gf&U3~}hWn@Ns&%DAMkYa9ZF1Q_ z4JGeLufR|f+gQKQ=)OHh=}J3B`-Mh@Mg9>SHp#>%EYi;;CORzwWb}Q&J0|a)vX~a#J#L~3Xm5cg*0sUA$(Jw7*pxh$xmLe>}5ScBw48x-Tx0HSVw+O$t|3}WjMH!eAc*S&s zZNp(admNA{v1&?k%%y##?Y=MMkeFbvXg^<%s2J~%z^JJI<#|L0hKL_rk$qbFfQC>f zzgRDcwh9UDAvKk%|2_17|2`Pvu65DFWBjv5ZMIEAT>RV6U6R;#B(Ar#r?k!AIp!eT6dGIAbc}Y)l%GPMvrCEQzwu{LxIou6VaIwF?{@WPKaf zwVX4lX77tO7PoL;Ofz_{1m~k{Jc;<_^Kr#lat0JvqmFWl#=^b*apfJ{+r39V%L2vc z>7<&in44dTib&r{yFn2;k3@(oWbil|KRV?P3gvZYIEAcG5n)F4;>)&(-k`X*ja0K0 z4>!F<#X;9a&p;8ANg~7*)~LvMt?(HXN)^{RMH8W7m_DVb4KD8riUTi6HCvH2@Cz#H zvP)irV(&*1A+AV3g-xSDok8(Z{ywLW6Dlm|UL4KVUjmAqs-&8&aO(5{6@{nuai18Z zMIyu%si^q4-FN{gwvTziDddF;Z)2(#>9KwMK=Iy(RI?RR`o2Mh++~yP(2Iq^Btl$~ zhl-x&O|?L=bMq%op&(S8>q05?9$%>iMR7W*W-CmhUZCRrKCOkIh|3}o;)-%qv}ju` z2a59_=%F07dvD5+SbWfC`-skNbe);$9<8(M+i5 z*@U_-bQbLQ1;ywbQq5MBB~zal)+yU3fudyri4a$qqC$Sgg&m-H)7hL;C<+yZx|HJl zQHyP$NbO0g*^0vfGB`|~YW2D;C=4x0gt)>Q6+2S;tOmthm%*GuNvOzoqZA*T75alB z$dgpF73aI(!xc5WXmlzlE(eeZafKr)s&1=I1x1skj+~;oP_aRVQe5qmnFNZ_>qs?Q zp)>0#DjXKixe5yNEhIu*;fab}eJ19C;z+bRr%)Cu_M}letzP$X?1e=Fsb(uG5*y)) z8h-Q9Mo>JTPa?z>;i#B()X5hVswIJ(qJ>bQ_<>T)aZs59y^t#>)ojIFJL>ad`7yh5 zpeTMqBE%I5sIawmssn|6_gGHRQmD9CM=5s3#)N|6jSZ=0E0iBoSGT5b8xv4WbR-et ziX>DRXWHn4!g_Whr%(|p#@(hA!A0A#7n74oHCu74>M>pyH95;RgTiJNi4a#TLB-~K zcZ)%Bz;iLDP!%ddI#E~m?zouA(2L7Kq?)Y=_M~Ro#}k*22F1k~5+SZwjf%5@npU9b zd4CSg)IlgG%FGzt~i2*heX9lynY*B0~1vk7~A}<~a2&Y4z`4 zwLy`lNFu})rKq_3K-nG?acgDF>c4ku3KiAUD23%*yUUt=1RHzT26f>u+!3pG9A*p67b_7wM-96?xHv>hp%OpZv@fsDq z^Je4SW?R3`oI+cuXq`$aR1SYw3cYw1MylBg-x1UtrQudI0Ti0?Btl&A5f!z`E?b}% zZ&vi+6di<$1H&kV$K3c}P)IkCYPP~edIztI9%G(ngCcPki4a%F;2&uI_%f+AC>oVp zaS9!w;-Cqo7_HM~2q@-1CDm-jxl`1Nk}SE8ch$7tk_d4{6I6_@DhLC`%z?u>MMt4R zVFjfyT&%hq6y+mGHCwS@*?a88fqtiOGOutY5#oxbsHk0Qo&<`ElUzAPC!xZdo@p;O z*UAMsdfZKR4IuNSF}Jy*-@>X(2I{>!Z?MVP!ap;Hr}gly6jpYDD)J< ze^j#-QGKaB>i8;+ouFvfl0=9r)KDQ`P-qH@d)=pU$I)4+(8#3}o$qT$fnvB7sb(vh zms59gWTTCnf+B7Ri4a$`L4}!DMJgyNqLVmi|M4Atyo%0-2+)^ zdHX&n_9l@CafK!-3O!BnyI!Dk3a2m-DqhlxEsM^SfnvTFsb(u23#ncd9NhF36zhXX zgt(#uD#DNa^%i=en6Zgd7z!1G=j%Aiu;vw3KOA1_9dlo z8J}Yb3jGnJnyq-HO6|0%PAl#1+=4*sJO|4HYNl%UTIQaBh6iujA9nyqLb zM@@r-Ulb@TUTATOojQq5K*DpH@_rBg1NgJP*Yi4a%(j*9zf ziq)V9h#$-;`Un-B4&K6VN$rnJ#J}tPF^g2Q6*Kdx>tbcy`&v-A{YfIk6=P7bWpzpp zC}j6Jatbq{BE^a7h4+@ZccB;Qxulw{NV-Y&BJ0_PF`)QTKqAByZm4+kT%`&W`_$Yy zg}G2MX)v`%g{}N%2#Pnlq?)bhb-o$yQ6IjQ^aDjJQxYMr@I*yKyi))uF3L^h6c$27 z-8rfk$KIzpf?}RJsb(vBsL7!sp<2@w6e~NB2yulkD(TP&yOD^%#nQi=n~ zC9gr@?N6%Niug?G?|R>AuS!61ESyA$D*{j&Dk`!l#R4}^+@t*N zl4`cXaT9e9Bsq7*R8TCdBoX3@U{riG->m}*SN+AD!cwTXT1Y9n=^bAIy>RbIs@aOb zDb!56)i@WQxYO%TBE%Kps3@+n90!W#f$KO$f1zT=I7$&yTV(`_kSJ2kR@^b5u5Ry} zp)a5p+oqBTaYZyLWOa?yLD4v8JEyP`D#EQOMe^HGR-l-7id3@|I|or$cgl=#e6pzQ zB8d=J#G%6Q+*<5~U+n=-F+ivou#nnmr+0M1JDh9f4*sZSE0(!Yy?7CpS`57iYEB}= z6;n~s@vqO`&g^wMia|ofUi$7q(S?Xo(Yn7Tva914Vu}5+Sabi;9w2w?2ZxXx|+-x-rpDglUOCrP-NvQDA_?!ibW=HBcg{@FA z*P2o|JxMC41ocH<921WY%Hk@LJP+@99?X(K* z7vU2WlI^6Lt@v_;x@UeO@DlzO=3oYi5LYCl!lkxTJ}A1B>v9Tvp<+x1rD(lyu|4#{ z;1#K6E9UA_-@6?*9Ka`wdVVGm;)*4xXcV~tCy<`KyK{=6LdA%yW%!L%?#rW7pfI#1 z)oevl3vIkE0wYSjVMXn?ClTU`WvCb#zMvcQ!s1AOPBBcVNGqijC$^;FJ@W_oq?)Zb z@TdbSGRw-0KylPXw7gH zP0e~x%sn%OQ;ZZU;sdB&=&4P02E~c1q?)Z*XC%QD6+P3jH7I)BCK2L_ji_i-v-b@s zo~R~q3P+*hx6zcMtJRrjpjh6XRI?R#6ctfX8sm(2I2H6sgt#IV6}lA@@X4a~{a0`b zC!xZ161AcpsI+ka#U^`F%~n+O*FweQye$u*7xSD+gt#IN6&21gm!TIo^HVv+D4}BS zT&frOjmz*?>Q66{YPKTzf*LBu6!$X*g-R)j5LawL#oP`p@!sI2!5vE~)^<$WGTd#b}`-;4O7s6b*ZUPd^%UBh_rhs;$&@ zQDT^M2zpUzMk2%&dr)DyHtHcLY_soi3Rj`xRc$HGw1m}pWGXA zG^-!}*8Y>9Hm7hCDt4z)iXm(M!tWOm5u}=}NE|{x+baPbs;}3F9a0Q<0L{{k%Nl%#liT*T}ho8 zr0!Im6-piW-GGaQ`g0)=~M6t?cZ9G2yw+xRE(IbHvoE(y?Zcs z93DbNO&@AS1#H~&3KVvSNi|z>V?H%UjrAMk0lipqoJ5E#j-#T3)-e@Otafzb6rMsw z(OOFJKKh~oC|Ab# zMfOk)RJi80ya|fetw@Bp;xsB`cCE#4tj0HHaSC6d;%E%DqTJFFZ9uX99;s$4j!UU$ zaw5yx;X5c?pO6S~#Tiu8`dgoeckE>sB#o$_K;AK4=4F|20EgOPEd$QLD;o1I@#SpC z+}O655p8&~MheknQMG4|&3P`%+A=Rd^6@ z0$x7=h(mL}oDI2WeixV3#6vT@0kX3dpCJyJJQyGwH@X)CWU~2z_>LFJc?>G6fDG?z} zW?G*G$WRr&oDFfGpo|%w#>Wc*vOts15QWHmM#xm(1$qF( zQ&xWhL|Vg_vmpu37h*>o<`>-qh?&e|atNXjYfW2NS|%G~RpI@m6FzLru7}KQ^|Lp# zcKLV=|BSuTb?kcBKr3bbB0(arX5DMp56{c~gey|3hU>omrMYQM`H+8lH|wWaoA8h} zh0Xa2ubO<{f=~O|%UPd}cEaN_8SBv>-lciF4WIOXy`A;joI?fhCerpge4_a4S)V(_ zp>az3;+?RPwi)m_^(#s6epb`$c+|bEOO3E>IO}J!Hjk1_H03k?Oa4vwfHvmgxsbhY7v7P^7hTqOO*tS<@0{+ zEv+-ITf!9`b+Kd*>R&Q{rtd!^F(+1YSTV(;=9qUR)`AD)w2W@V88 z*)V)|X+2~Qy{qL93C2$3|~9}W=n zZmO^9A*qbl0AxBiV@I4b7pejz(}FK&LylydBSdD1>R0H9l?|UE3Xz$Nkg1o3)Bt4q z*}Zb=-(M@fg7LfUk5xkv@^o>JVt~Y5pub^Fa7P!0J1ueFK0vUhua}!Wb@rA0QnNZXNW?q*CXU}yBwVG zc09V#qaN~w@%zpRi+)3h%l6xE0is;Zm$M<$#!|O9VHnzj_5}T#01cT9%?tI8U4MxXR zui?$21aSEs@6Yc|3P_jBaS*?VQBu`O=;*Nb|2!Z}eJ z&u569lZ0G6Czs@lz5?WvZ-8$-tmn(w5VPct2r2&K#&v)k z-^yo*Lh^1Qq-da?D?sw+&R<#&xxn}t)P<@62$@sRAsrw(%lUFP#PMExgxqZHY6uY3 z4Sa?u#PcaaG@iSg0i@Wv&5n9V9^-c_hTeS@5}7B?<}2ZO*?F+K z0_KTnSNM>BnkS;CP$SOBF83;7p14!Wr~Pc6=oY4h$2CUJ-Vx>r$$dWQ|C%SZAD*@z z=83*le4_X~@paxooF_7dO!y5}($s1`r+y^~=7}qE)NLf69!h&)p2+#cXZ*`~qGi-{ zU6?11HOeIGNjOjJkw1lFfK|q-X|NuLN%{Jp%oE${u3(U|lf!bDCrVrLLBBdr2oA6F ziNen?Pc+r!Q~!CMNIOdX$+DMQ-+eGo=;`u#zcf#z9@~ZU#2LA-sjx4kbmb#O_XWo$ z_@~zwA3^FBN2D{5F^_&NkPm=QPLB zZKh%Wd9E|PO*@a$QEcVyI@4>`oGI?J<{LWCn&WCX*W1nA(Dl#1dpXRX+S!hmBpm>R~W39w*609J8i|5igNC=yu2(F>(o$|X(i{R{n%`9T}1`O+Fs6%?v8W3 zVghR%?ew>Hm%sljg>sX>wQUr26cwh6Ee&5Bm3Q=SF9{6+o4QsSB zP;9GM-}}!w>FDU}Ja>+xv+sX7fyoO@At&E3xOY~_Lu_+NWbFPPjtB<3H zr@JdZ>@p)P2g0d3HtK**x4(fei&E_r?)mY7?G*JD>v_9+c?-_?_mUY1Xx^)rJ`Dbo zReTILf4GPOJO^(#5AlOj z`gYN(@88gouJarf&c^VeofVA~Rmjl)|GPWH$u!o(W1N{&E8F64obSh(M-;T;_&5_q zV?{MG&VAO@scti;V&eac;q0{-J-UU--^8qI6AKlhFY<}voxrazguJje+GzSWM0xY; zrwUK5@gW@)4HO%C&T)11@ceW79h_&)o$3AGApEI;q=5BJ(+vM6UAt-fO<}RN^?yA@ z&=r*jQ(Zt!&sPKH_51dGHM=kF_mf4G)1|&Ta6USAv3!R|!Q;A;kiH zisGdG&n`f5z=*GAQ^b#cg%rJBb&CRu<)(auIE5Kf3|Qvi2o!sF&z4Zg2`Mh=Q4}9# z^j&~r-eJC)O%ZDF1u14U?KTi7Y)buq{1hp6lc6iI6em9M)ohA6&7LEL z?9|IIfTHXdA0bX5V-D+u+{mOMK+(bHxP(GMNHJ55qHrzWZwwSx0em%^!YjA{DaQ3H zZUhuL>-h+AiiSw>VzlxDpg5#`K|-M@q_`zdQN$NHp9Ko1_I$Mn#ekPcvB_leBcK@3 zgO3oW&_W8^MX@!3qQ~7E5{kM)itySL#l1%@>jTA@JieMuvF*|ar1-kbq9;&f7V#0{ z6h=rPd%kTHP@L+MC81CfQY@`SQG5?N*#jtk4(6-b6zUg0BSo9sX*+?!dNdy)PGN== zxg(;jfnw9arxJ>KLJGwJ6vdQlIkkY|^9jD1O|hlJd!%@5vo`}MiZ1XG;uIq&3VW|7 zK;f|YorI#kkiw`fMe(b7*iE4570y?)DcaU9LW+`T|PB9rNTHJ~=1B#(j zen==92q{_=@pAw@X-OITjVJOwD)8}QX^ioq9hk;1iSUlX7(>%vEfQ}`jpF2k~gK#>`(BB5v` zq|o_DjfKDAiC#bvf0nOiQ!G72t$Nm5`i%#QbC>xDaf(2s7=Hdv22j+}XeFUg7E*kq zXH-L*hC_j3w+>&;rdXFvjfKXB*;{}jrUM@#P7#b0iQ8`m0mY-4h7yX#LW(`FsIho| z@zyP%sJ(!%W>Xw*KzWpGi(F@*=(2*35T^)33d@9g>wzNmv8jZjiI8H=ONyfTn>9m# zVp$Pi&8B#E`59gppA8rH2MV9}e1tefI8vBQYVjE;!h;4%C{%A*4`CpeRQ7NOA*;!Q1$1HbtF|#Yhp-N-q#7y6@v7 z#3?e6;_b>oFMy)c>ktWrrjTOMHHu7ff0mfiSjHpQS06va~OX?8$iW5!2_Q!%+K0=&A4k;3|YuN*Z@z>W9idI4jx0Mvd zdrb%YeUVx7&41Nwiul7+kD4?>e?Cy`Q{p4UDe54F|C*-DfMTWX7s+w77E)|jO;I>Z zUcC;+;+G>|&8EoEqJDSVrE1p$ilXU!ggAu~QbdOB#66HC3%Ntw?`|C-g2qaE#wVJtFZ8cHa1g%rB#6ot(~UoW8O zeU7hYQ*_OzW>iuumoGq3beWG3r)Yu{$CkG202J0H%_S6VgcKi!Q54>{niT*=LSMd` zO_BM6qS*V?cNS1=8^lM5Q>Y-VzO)4jU$br!3Vk8P2~}z=?nTwL2a4`P_-Z!A@MvoH zpkL#wwSeM@4Id#+p@kII>IyMH@#4OvgrcpG;{0K1ECy=^Tn38UPx)##MT^4<=uvjY zmiUV`7!zhpguVqH7FnoXg8P7cSS<~b+4Yu~R6 zA0bZB9w}V*d*J=q^#U3`Q% zg%MJ`E{($(HD&pH2}K7Xg;5kWqjchLSOJCOdcK-X5p;mMmvp#bu@z8E4dWxkDY_s< zk?fwjFr$(m`%5Scg%ra~DT-2^8DD@xsfe#;Q#|`XjfIEP*PB4Gu9S}ur|6CpXSGjx z0L3)(UAw`}YHKU>eZ1ArAosoPso1&ZCC(1x#i&g=}p^1EiI7Kg{m|b+QKTupQ z*eRhf5>j;kMo~=Nv3NO*#kUf^noTjwiF$$}=i9pWKymXkA0bX*h7`Ly{oW1~+lvoN zC^`u#WJXdmN-p%;4WLN=!dJ5?`npi}FFH2=b^|CZYaIFS0K_T!Aw{Q&lLr8W_2D>4 zNM|8M9XX0(i%cv0-Cb~+uVz!|ETpar)46&bfnw<;K0=&g5K@#jY5X22YI$6hP#6m- z{Mu6#Hb1TA!dMi}=d0NigY&4}=KcO}Y5+yhGCo3_!WtrI)DW1Kh_CWLwrSD-75)2S0Tl%`4mN+D=9%h z5pBX(vnhrY{=!bXdqqRsJxJ`sM~G95LyCK*z9m4h_2?%FMK>YE(?=9Ve!qkfKr#3X zU(KdywDbp3bg7Y22xDQK$VZ4%*dxW=Q7eW5#eoRfNbYxccOixS9g4zuc*IPgXnu^Z zW>Z8Bqzt6wu;*`}@Hxvzh*L~Pidpwe76FC%;sz3m9zu#GWjXj;PjkXhye>wp<*V5g zVLPd-JMR9qOrXdP3lvyoMIYMJj>Y`4-|$``VxwsLW;v1sTq|!qMGL0->}nOYol-p#^T~o zK0=(r2PqUIa$m!Yx?eJ0LeW=9;g&>E^v+o54-`)2d^MXQO|u>vNOPG$H=wYrG2y=h z5T{s#6yI`X{D5MW`&3DYnUKOWo1#e3|5+0#-p=Ez*%a@cs5@fY7d64Bf?qA=Bg85E zkiue<;RK+N`ROI0V7!$!;SF_Nxa#9>=2i#?S;9i~bGy2yu$# zNU>(STw|b!o$e<&4h!K}yrw(tu%m`yK=EZBU(KfYkWW#Z+@+@p6dV2c2yu!4q&TCc zc^4=K76wTuEQJ(L6sZ~2>&ATSQMsjjHJc)_km^x6ZfR|RqRlTpLY!hHQkXY*t_>6g zrQ0MF{e%>;L#efUzKO*i7>fnp`D!-B+2o(tqZ+&JSOXL_<+uNL0OAyZNMTao+5;$5 zUL2H!^cPZ0o=AE^1@K(X)}A0bY$1}Qd$-o~d{R^L4- zp%@^f=y;K$=yWIU8BqA=@zrb!|MB(l>fYs|yBa9uUh)y*6hTPQsevh8-N&0JN+<>j zDfA9e6!KOc+ks-6K3~nINDH8TCAq64+5$yTCq6=)Vm(rHeP@TyM=735lTZv2Qryd; zC|q>rZw880*Z68SMaF09IrG+?EO8HH*=;^ToFW)0`dGTIhU=o<)oclcm5?I&B}I{c zYPSJUgxun**%a%4QJvPLATANc!Y_-D5T^)1iU%{x(}AL;TcLzvu#m#SfTGB|`tt)& zy!7I$*%XsPs7~9ljoLDx*tnRF5T^)5iX|rt@VUW_cRolch6pKi-coC~VtjYp;S7Gv zSF(P7k5H1p%f>K^8H4~7aU8aJjWx@CR+4HTgXd^MZG zZx}Te+nx;=1r$-&`3P}}?MQLC+))w6!pvArLNQE8VN{Qz7&z>GF;Eot<*V5g(@PrQ zSkx(f)D|e@2lEl)6g!ckZvSq$^Iw#xBcT{Bq%bL`u8TIAcIZ(FxAT0$F zW>loi5(&jvA;qrG6vdIOZ+KnwuE$riDN?pI!m%){(PIJ3sAsBtgg8YMQds{;%m#`( z>()ppY=soJE>je#y)K-A8Kt(3uVzzNDk~vHqlv>e0!6QVe1tef3{tFk)f#{69csN* zLNQKA;Z5&w=GyGS8TF|HU(Kf2I8PBN)^3wO0Ti3M@e$$_$C2XM?XPWMEIvKjFQKp# zQoM|$#^Q9)=5H_-_Jw>ko8puSwR`ZwZ34cfe(5bAAx?1uDQX_NS_Bl2h8>qsj2BV_ zou()Zob>}0*DdLc#Ftl4TjD@Ms4GD$4kfQ5xiek;T zZaF|PX$4=+rbsuYp13>fu=A zX7SZ*ik3T6a4dFa$4mfaZ{xNe%twe*TtSNQiycM+#T^+H35Ao8BDpm+7ValQf5KQaQ{t=H6yL5x(ej(HF7wcG8 zK0=%#1u1^ntM7ns?3tI1N#L%FvYJ8+lRB|@VN6bb-X1>Ds4g>>FK2VK+WQ1Yqpall z^R9nC?Ka#t=$(Rzf;2-MO{CY43Ku$QVlj-^AGoTra@0+A-S&kqPBd;z5 zkg%E3ayCf!-wK$~?^)ZX08-Oenjs1z^9@0UY@fFTKq3x|ZOVZpF+ND~xQ81aM3Y8J zg8;-gR$9&mIVtlEM^Y^;vKAJoCxiqA*Z?iTywGR(TtNf@N zd}^}8TWMNFA7|AcI0}zzeR%8<_?D(}xismYzRubuRmlUsM0!Kkjz90>pJ)AH>WPf& zj89*KndGe`&EaN};QOqxr>GAGwjAGoLa)DPJ>|^)Q3^Fwr5V-yKx_21k#CItW^MkI z;h@l5OPVG8LhG4hig;o5Ts>YM=3_xyX?+EsXnh&4jzJsCI?fpI_dw>DoI9X!v9mO& zs^4f89A59Cy?>hhP1SE&wprmzA8BgkA8A!Eqn<4rU;H-1@^4=33f*vp8H1#GRr^Y- zc|k9@qPM!<+Xj6>#zq<`+7~hmu`krT_PjTIv-i8bG^KjqX;qx~b{_OftHJv_b1mj9 z<0B>0r#RrXckD*1Q82@=jh2?Pd*z9s6zr9+^)z2O-FakJGOJ zNZNvZ>o|}=#*4NuTJ}MZ-3PM=0*KWLX*nBY!E_e{dG&7JI{>j?FU=4IG24kC7W#)j z0LX1sj|dLr2jl%tZQr2?GUC0bDuBGxl9sbUR(ETKAZ@lOBt|x#)LT%W8w7ZO7(FhQ28oE#JH3{8UdFfX)DOf+{d39~AV!yeNz*D4Bb5`K@VHFRnr;Iz>Qu*-KTH24MzUdzP>i}ak|v6aQMaSJ zk+Fx;T1A*iYt^MW+)NUPk#$E$q#GXJ?l6dvdn;*1HO0urX>4~8qri63ETI@3R#|~Q zceAkVQQme*Sb`a(lHX{2ahD38IuaC_nS`yfW1j?$FsiBW5- zPA1SR8!S6~iEA;XjCX#AKJS6EGws>kJec7Zf~4i_UKylA-R#l5HCPtTNs}$o4AFDq z7mw#e-QBx3fcVv)nZ4Hw5XSZDR-hdy2AeCl2JUc||_)Era@6a;=1ecn8O^nKVemCtmnA#R0w@VYvc) z;-ro=q%xl{zxNo|+QOxVao`ir+e_0b@(KU3`gmOBhSO5OC+tk5N&n;%W9;qf!$wPX zZ)u{qPh4Gj2pMM|nKm0{(&hou9Bw8Fd}7sHJEVJX!FwtA#MfccjB5IXhilIk;1hLh zrCCCskiV0J8qmn@kOj;~PX}pz1wJA7HUoo}HyAVveB!_qX;4*tLU4F9=eV^2pIGiG zO|9G~>XcJA`_2st&;p;B>?6&ql24df9z&lPG`nUW=nLDHNh3x3f^|*&i$;d2u7=KQFmMue7Q4)r4y?rx@=tsmD>vaF3(v4lu+08c568y;3*G2z#ZEwfsIf zC#RcAGeplxh8&)gB>5}R0CL{{m^B9y$$0t1a3Qse9IAUk6F^eeNz2(F+j_J|kX`m$ z#skRUEz%58kZ>ggv00ny3?NqZ-JCg)os72yo*VbZezA4K5q|(_r!FmLgB($BgCN6y z_}T-=@7B@`Q4r522=b%Lj=lh*dA8jG4kVcIcz5OrBLrEqYRCuxxqU@i&IXx0gZf!N zWv9&y0Le*}W{85&e?Tnfu~kO^(La|T%z*?jp2wYht1W`mkbSWnK&-Dy%h@0rv6SJB z@7g*SKz`qpW{83`)WH!cdH;9=fPCH_afkycXFLX4TT2f?4tz|r1CTKXrR8jpZv!aj zzSTbS0f2NkCe089$u~d{Wt(-Wun=vXz3emxa^1EfF>0wnS;(%d-|(ZHgBMAIM8qgl zvpt@d0^?b-AV$#v(vZr;=vqMN@>e6y{udKCL z2bW>(X0dn&>btfyL-d>+H^y_)IOl{OfEW$hksQ`ww z8$@j|b>k-JLApPHsMoaN4?z@Uge8JxnNJ7>kne9)YWM!L(URgSyaN^8f&%GKbap9> z$lh{kIUA(xo+eJMQE6Ru0c5tUDt`!~AX-BZWKEz`5rE`hyxyDxNpKT_Jnuz`(H2{q z^#HOzMOw}V84;_8ARW>(e*#FSOlgKFNa-j9Igsk%1R&pS*L2}Pj(Z3}=Iy0a^>D{c z=-dZgq~&Z7<15s~9`Rh^5P%HwkY7T^Nc*LYxAVy=)N)yG!=-5E&iKszcFCK?WB0N!=!_6dt7#Vc# zhjbl0hBp8)+L|KGsHPZ&C(nHjVstV?nk5vY2fD4$XQrhm$H9C&pDnGgK#YnOx5FU$ zF&ln>7C`^oDK5rDAn}m8N^xv$j^?_3{jBD(-Fk%`(;@GSv7L#Vh$w8 zR|xXPPZvQ(HsO>Sfg|lfIOQi7s`S7 zEf#{@eNU-sdR7#II4qEsvq5&Orgn@v^!?@mBN7lG%@75VS%4syqc__@+l(A@;|K>* z=2t^Vayz~i4v9i&w;Qnfra2PzY?Olf)Kzk}^)Kyif1eY4S(Iw0;5dT_5oIazLzc~V zW*vuR_e`Cb3mi+Ve~pTq;*1CN*2g)==x17I1B2uwo?N6L)ZY)Vud_gBBYvXQFCJUnNEMh zcKQ3iQqXZE!h~+&B5#38P`mt+Jxt7^=|n&Ua?vkf2qqo#NVFdK_fXDX{k}tChZm7l zRl5)z-~_j5CG)?rGKa4mRnT8X#8$2st5ut#UTB8||LXTQ(9+IuyMlWN5m+U^FneKy z6XVAr-EimUEI&+eX|eOh9h88NJZHJq2*SBVhO^O6yO=OrL}(Li9)=$xL*vE&9a zSUPs27H6I5OVxnodoQA%&2nKq#iCGmS94%#ZAFBLvYZV>mXjCv$OFsNtkoYmmW&_< zi{X9hfy4t{&O88?hytRX%~InMwFNWZ_Tf2T@qA5$h_ZwSAxp2DjZ1*VMSi$qpFevr zNx=-3yL+^-6^1mL&=^=2HX`cTEazWRD|Gq=eN$i=twDr{vIGVr%S0IkM_|$1DW}b` zoDF5L-n|4CnL;8&lx18Pvb3G9r3VYtmO3fs z9Ls@i6`E5>gd84_(Y8%SU`~6Li6jwo`u$xV&&{@t%L2iiZZsoODl?}Yhp3P98Z2x- z7R;%wE)iFeIjvA@j7OH2^13IOlcpgN^-t#1R(@j?m{ZTLM5MSmU7nDL3uMUej5L^0 zH~J7k+>8>KQ&JT5OxdW;d-TAZGzStP)ifua@$0{VIVBG#!i45@_Jt$*j(3p8OPHA2 zec~s@^T|$D>or&9`BRG@pNc5Yz9 zb)4{>jPAKWj=HsQcmCozFxQ*(ChFPU^LbtBC$!VoCj;TU1P&lVM9+)aPCPFgd$fKE zEGimz-8h!ea0bhd>#eb;ocdgH3|O?<5%p}AcR|#hs}^Vbe*>1w-G~rT7X5H!nVg*S z2w2>@ul3_t0wWkKcb-r?8_xQrYk_5eB~j02Q65iO;B%87Yk{T6ng|hPX&8Ylwqr-( zLxhv24BN`F{5Zs5>9LG@T=T-~Nm;;h$CIdMv&`E@ZJZgHJiG%eHoioNC`?MrL^(nPtIF{0*3>Jlv)Vj5z>oEMP*=0|np3PFwvl%Y#TIY1`151)G5hBWxe-v5t zf?xcEre14gk7SNz`>_gbW0wW>4MWZ5Pgj6#)V3#*L~P^uf**+GdP%7mY-5oNky4p$ z==s;gxb+3YcY$p@nMK4^WEgQ|(w(;ACi25hnSigGnF|du~l|-btZG`ut zp8mP}V+;OmnQ5DdAZ|tpY-5o{F9a;Rx9StvhSMG*q?)!-Y*0rRY{NK`2ou`Ij$RQ>&Wloyo&sC2$BM>e=1%$QtU- zL*Jhf?r>g;_YxtZ=Ou+YFYV6cTmY6&gI)7EmWL-9EJN)nb9$KEAO8-~$1y}bn`QM8 zYE_$>_8|yZ7C8_hqAbTx;u!ak>)H`m&SWToQlE-_ew8far%FAaH#e=oza zfT(A)Y${d5b=0B3i&9`Y_J#-%WtnyfS(LUuy$3AoUybd_u|!^Fuoy3(?A&C*0Am;z z`AR>T`FvqgtT7~A6e4a9=21PRX z8u|R8M3RU($;_p`(qn(O;1!sY+*l%|GIKh(gW5cLygKs%nA4VtL|jGYWbm>M&OrIG zYVu%CV_k`;e=?`>R-5L5ISuk4BE`)~`%XG8koO-=z$<;dHxb0mD1kX?f2AIo4(W7e zGnkY2A|j-k=2ZSJIUCGLGk^#an$v|l!RR|P{2f}u#C)`t2&llEB5b!}lIHT+eZZVD zLx`lRnv>uFjSd*E2Xh*~lZdU{oVL#zj^?yWH)ao*Q|x{suuA5n-+L8KjInKo;eN!& zqeP}?muPVfyTrt<e(!ZH&b^XvKy8j1(unrM2IL$opfaBaz;ZBSbi%MZ0A_Y@32^WRdJ4u zGkty#Sh_SJ>e(zlHL2%}$on&#uQ_j{30&_}PK*UvK zPBE5s@yOa04|@vcB4-Y`Wxm;!1FVsAqT2bO-7W1z6sGI}gsw+!P{2^t?po;dxo}yORm51lJQ>zi})n zPZ=zW{gshrOGeKDz><|r)U#O<=2I(lwF%6>fxOO zM{z9Wr4`zSj2ZQI)4T5Z4qzL$y@@0d+h}=D7RR~8aCK#{4U+*xN@cdOd@S_`&_3)O z_X}(zbvO}Mk!=|GQcofu(kpZZ+xTclME#R(?DO1+-;&F4A|l0Y<7Lb>TvWOgw8xJ= zr%xw>xEUp|jp@Vt;;FyUV0K5ajhorZi7=sU7@atdjv(J-k`GKw zs{kUP0^688@hm1COHertwsCnakyKUN5FDVIa!eDjjdfdy*vf6Ac9|F2#t-?v4Pc+< z`W_;%O16<06NwWeBSiiHbcw7;B2%KC|bm&Iy(_AfF^#oXSeTjND%a<|KxQuQXi{>e;w&-);g>>O z%!qIpmxeK+H#wHv6%3Xs=FN~rZ}sc(z!GqlsAsdtZ>FyOA8wXAVU8JGCPGA6a%GX_ z{f&F?V1Y8fw?B(xDPAdC(K}o+GSuIRU(+kP9hlRmr$my7InD0<8QXw{&d@S2C#`ox zN@eDh7+eeEba!?80_Jr3D-l6!W`bL#8UFaq{zwlyFk z#m(tLtvk3t?r^@L0yAo!1`))~D1kXmSx$YXGobxl889awJtCx<=G3IXZZ()wY!@O- zXim@eCZg}WNnSl2Cg#yTL_h`Rl$)P|Ny;Z2w7{Hn1`$bBH7CIVu3ERLE0~jt4G~+p zIhE=7qd6^DJNyus)8k1*V3o`%aNjwc823K)KLK5$YzC1j+9lj;VwX@`^BzAn+0ciG zsh&9vbQt>vx~Kg6$Aw(S$ym+ko;5tw@jCpN(YG7S_402-J-d4znL@457bgvJh4W%l zGf#RDqUR+;4$sThR;x{c@MP-Q}#)lCgy+kY0hqButdaA7WibLTRE_dNhIpoEDqDCJC7%C z-hTot?`{$yqAX|YAWP{pB{vwCQFm1hIF_i*43|5s%^=y{zHK=D$ za^~l$0!wBg5hBVGrHCwxJ6JUamSmMQbB-l^8-wM^P3luCW6s~sgK=4`Mbxudbd9M$ zBtO7*&{tp?)|LnnWeHb8mW&JqGid6zo3D=NSf1{z&^CIkpl<70I!9ds+o&H-B#GEY zk=1q7gRuuTKLXph9Z95AW*Zl$Q?}vV#3BJ~Lpzp;tH?I4)uwF2d0Dm*hXqD5hk>aCLtN<2$MfID};%;=Q$BjfoX8^AVFe-VLIvJKCi8)zHd_W%9`U1Cd}Bm(t39H zTvCr()f_UuEQ0gmqeO&=o|jPSy!`6CYZ9ykQC`_z982I{21|kqWls5f8so2oOG}A* zHcQzqb!?dm8CTW;%e+7$M3g14A&&9hC7aFw%X`D%H5|*22nI{nE|fXFtoNx0jEhPS zqMpstb}seYMmMi0A7F7eCqhJ77AYgkhWXJUz*5g+)LxFIG?Kv*zmM9dnV&a#3b1sT zPt>znHtQ(ixXf*`IR#kc{fH1z7SATgG9qc^c3{yOpm>&Jc^<`JiOi(tnBBgKeSyV) z1X0gs8JAA)(=1qLd-evIpwJ-r-M0_s}XS(nN!ky%ADTr9h?v5 zEFXR6(9osDFfn(IA_6KfrqUtIp6R8ZIC* zMZ3gUb?g!Y%@;2Qb6Ofe#8l6m?mV2k09JzQ165yh9VhJ+qk9Hkp{~QiaX;{{hj*Aj z)U&&1NGqyYHTAvO9?r|m=|qU=d9l{O^D^Vt&}?A&{`!H81^2GdSq97Lmefknc1t+E znQZo%sAsc0-a|c4bM%7s0${oQiwF^AF>8h_EBn+&3v_K7)Rbd6mB3(G;X#>`!^oC{ zpa*5QBI?;JtF5W$X?)k*Q~{O)?THXkmM$%jMQ&dg{D|n+FQW`OmdHc~ONKx7*2&mo zC69o`P}W9T&t|D#zacJVX={%40G0wpB1Du$Ukh2j^uB@L+W8e%yFbUWGl{{nwkGw= z*8I#`(}5-VGEvWFIrEMB){cSu?;K$9NF_o#%mTO59f5Y_>w)fTqjwLvS!7^$; z^=#1bPySzkWpWfz&t^#+O0kSFSI0N`YsL{FqAU${kmd5Ena;34>3aWg;#gAu&mvi% z<~X{|?C9w1Ja>+xv+sXzrE0vPZnci* z{ENE7b)~Bfnp3+YL=ZQl1me(!3c2Q67)>n7x4C8XE z4-q2DQrs3%?l2`roIS;uoM`41Q@XRWEHs*?wvc?K+D>O?)8#qc*}fuFY783D`W zRz!#>OTGcJ#E()tj4Tfo?{F;l9x+(Pji<)NWoaq0e0)mOvso6(QWiM#tEUaHynRE2 zh_c-4fGmZhJ{*RoF4IlpCC8GOSD|g}xQVOrH{a`32)5CA91&NMZ7h2K6^|_Nic<*KhKVB)^-s3pa@)B8Y$Mu@ zh!nRCzijG{f0;Ta+=Z*7`5YpMn^6MWa0{e91K;c8qA6e-br%vL)wB)Wtv%zwHir5W zVM5z@(@_Q=zd}}IuH&RUVRX;Y>Pl$+^%mJKfw{i?B~j1ro*PC}JNB2dGe1K2 z9Q&RK5j`&{)OqQ;&EPw*sNGhRv*g|tdd6TmvY+}5-938WL}2;(kf>*~1Qa*G#bN0^-^HzUUpl9V>$kk!LqwG^^~ZMkC!a49IBZvt!J}n(yQ9n z-c$Dh%k_Fhh$zc(V`Q-$;u{7mA-)?saV!yU7%Z)F6>yGCXwjuUu-x<~>e(!J8&K~G zP1{imzfUtUhzJp7i7-JH#jV~efaR3efI%Ef*gFQx9(l@W&mZcx6j(|Y6ZLEs2UBW} zrPo@AcCNRQ2oYro>xL|c4>rgBGtV~i4jfC+M+S?}Na}h?>-BXwuskp#>e(#Y-&1!{ zeOKI+hdJijg9s623F?6?;U)=-VS(BdWI2OlIbBwvIdxH`e)^Oh^coK4w0aAXBw|iC zHsxa*Sn$xkADGkC-9$=d=2YmdfN_pLI}QhP>U)TYtH_-4c2aMb-8p+}Dw@+tBI=*a z>65zm6ELUw2}Gp0In^%B!UeKOaqN4TQRA)=LEMZInA529CfF|eUl_a*%qig(5mHTa zk~K9k0&}v;BEp2`l%rP%eJ6M9_E4CZ{ql%_3e0KR`Ffc2;_KGQU`}UW5J^=vC&2-J zKXOG4%xT6uBDQjKGUybG<}|Iq(;3X^<`*KcO6D{!P9Ep~``bsiK$qxTqo4Hh7VQ!y zrr0HRth2`_kv}L9G1W7tuz98U9>?QJb_=+U1-o24!hgH!uU}^7q;}FME^ozlwF_e0@&U?syd~Rce zCsEI4$zW0=OlrpE=MzbvS)IZtAgSXE3w;$hH5|QGz5vM{uHetRljTs+iQT=3qmx zjj)+SQdMn3aDas;+lGQ|9NtUBR&E;~OykiuR@dqH6l`P2Q6jKPwlO+@+NZ3mxecGV z9dL@s6zvl2`(u~*HSKO!*r)lFK*UtfHfGqbo(J9YT=%!7T*pcJf5#Dg6S+l0>Pckt z*2ef9lmbhlp4~kc>rkv3>MRY z)Zd#~k#>I!T(@`k5%p{q*{{@&eNyD0Yrqm2MTCg5bRURgoZsw5KCm>c@7jW6i3(w` zcy6Y~<@~I9Z-Aw1OQN35(p`aiwBSSM@#?^0)qw~RWod7PEU!AeJ_RggYHdt7mhdeM zmiJ4jJCB{u#eN2s0d0tSHp|a86w5ffj#0o8WJH9BvS$R_ck7f*w|)VZ_Wg(uQI;k{k>$DByB)wX(tU>$#}c@k z!BTvWGTOy%3d?}SejZWJX8G<(?a^-ZkW~g2&80+$C`+B;$TB?dQy(y=rpsPSF5;Z!qfcwkNtm{W_jM3RU(soUK{bJF^{2)~KEW)qQ8nK^Cop}NXe<@z1KoQCZn z;wmyHt9c*s$nF_j9|h)Qu%C$fCv!SK$#o9w(~LVpM2ef!B##%kPcu|A4!?Gm5K9Dc zGfH4i_2|#R>-HP67|coY91&7YbMn4n>;~p^F_8!pn$uHNHT0cV=S?+WVh&6p0xB@4 z)uUTr(#4kFmx4K&q!US1H7CIVDyxr0a|&)$D7|tjH>XvzlhK@vV>CX2IrUQ~0;^W^l2pD9=hkgB}6^Ddv-ldt!n!Y*j|V8;uuJTh@O`p)OkssPwWPs(2{)8xw z<@sR-OQ|+xfsTWfLttD=I}`P6mJQYv%hqSM^?^mVClMmb@_aP1{I*p30xTH=wXSk3 z52G0@Wt*t|vt1AD6M^O2NTQz2(!-Pb)a|hSTkx+*e6%A%L|Gn=MHY9P@dtrrOip$- z$C4JyU}@Tk8kZqmhAIO~;R~Xk%~JH3VtL!=j1G*;>bFFQC`;NnWNH1iu{N;0?7qE} zV@W*CV5wcgq% zZyd|!xC+f_(rrph4^A5G0_GHViAWMLr$YxHqMwu&=#GIsr$*O_l*-I0p)d8DyJnl5 z2rwu2+eBPN=Hx9$JsT9#=FKTEr~Law)IXV1b|-F%_(_q(^D{` z44)H0+>8>KlV+C=*v3sQ7ViUdYF12yRMVWsKWdC$Dctyx2osu(kWh5a}pe2$m$*Ou;(;Kjfkz>oSyu;gXT0cJyowT|#97c8TlDoVI{Dbu=Pks%K6OHILVV?zvne zq+b6&`!uJ{F}i2gE9%*xF{$O3VXoWi67}rvS-gq*MV09JX#<>>riMg_=y^G1kLRUy zf8!6pl68Hc4#yICfx+@TlUkuCSZUY;i+L7N&t}<3KZzV{8*czCVfjReC`;rdWEq^a z0>4!~F;Sr>$FlP>gJpOJ$^z#qD5C`$rV{mRmcq%@Gbot>Vb6gj;|>ub%Cd7ZvV1Z4 zEeqq~@b=Dzc3$4rO>`{+{M7z&7g0_)E{!KiS4T9Tjb`4cj_Iq_}OQ zj;3tG@kd?!s+M^}B8Zz&0^3+I*Z^(Aq;=zWU>mAxL`XGlV{Uw14cMpAZApX)ZDX#y zK01Q-fu+VUF+b}P0TtMWL;a4JRAbpzf3S`B?TMtS+J@i&Ka?uTfo;fiC1NYL4bQDl z&^FrkIh_Euv7Of zh@KZ8>b!&o&A?Tye~11%IhNuK21~z7)Nkm{3nE7X%i3;4J)6bCoZ5?f^=rfw7~^JU zM2IMh`!pQmxF^Z@+{X0*-%fBW`S%zshTEuBZSS%mD`3$WNz}7hoMowfnw9P`+Q2e< zJP{(wGI=_(=mvekzglqF_RRA%`#^qwYPER`UO*9 zneIV^h_Z}!M;4o{B@f_wng3-$KF5-h%V5dbPR+54n`{4oaZ#_iP+HGsDLG#U`$(}< z!5(0-YCwdDvJ9GuEazL?#;+90zqkCtu_WX(Se~Ay{yx*B=*4G&Wzct`p3RcmhWd(3 zM8o=M=azE)qz56&(#sQBhQH_;0t-}P(Kz`5e||OnDyYz$W=^19Vc!ML`r4m^zt(0m(h(oO#*YWm$j4PRb);-`cnHeYOc|8U{20; ziKu@vC(YzWa$rtYO^8Twb85Cb5BF)*N~hL^8MQ-`2;ydxz?}N#Q_lt+J(QOY=H%Oo z2&twyb^f$u1env*wnUiFoXUSvzOzj^uP;nYc_SjA0&}`FqZ^u&lE?jaU`~!*iKMEU zli&cyUELH2<}`Q!5nH)Ab+jl(b5i$->jdT$Ht`5mP;Ls<9(_EUX0IH(NE~I?nOujPBWN61A#XXlh%)TpzQKsAqT2 z9q*}?AVl-fdsqpYM-w5U=f!9acF(BK7w~SKgJWF-jwPaq!J@i~`fiY}=KLDKGI1tR z&t^&fK&{X+8mA`!%lG+2h$xGWH?r79pIQjxVtM3(ImZ%K%wSoxfqI^1SXga*GkN!(IQ6fZ?Mac(QikH~O!?-LvWjKpt@hfAnWDTaiiLCUnU=*;_ zyG+!xS;pj3UtT#h*lHQD*ryU9qAW5CkfrIq58Z(!`^2*q981|32Fn0j>e`Qe(MAtg zW?dla*({rPQoAWX(u(k}NxZy9gov_~EkqWTR!i@~0(D0J^;(YQ)Bjl{3l#HPJFyq3 zk7XT;)EfZi6y1qP5;3R6=G5EoUHchK26IyBL8Me>PU#J(`+!ddPrL%=)W?j7tH_-C zq?X_!q`2phHJFp%KqBg&%<14v=b>OuSB4Rh;^wsb-Agp5YiW~S!;Fd?Lj-X%N?=Z5 zQ}uDrX-#~IADGi;dm^No=Jc)U=1yQv?Olm5p*eN?O!-c`8@jh)VrqC00Tr0jy`;Wq zP7Z5d1%WxO^dgd~YEFU!jNLa$70ju_A|keObGkpI9L>o--t#7yla)UaSS52xnr?!V z_UOr%Y0&XntR*rfKJW2Kj^Fyi9c^LPXC?(PHeLoo&w90LvXy`*R#i?r#Rm zjA;#!B}Vy90JciUDNm->5%5K)$=%aBFsw9;c>d4E6jC&zMj zErTWgD`iff;^(IUi`!G8p3SmUh1v_$8kX@JST>drA)+j~%aP^%xf~N{>N6IXG#dD4 zpXSXvxr%JVV}dqLl=LYb`+#i>T}dQ~*v8SuNtjZ1LGE?1jdSaWl*())`Z2ZpyFY8K z7ud#!P$I4(+i*&w-en&iF#8(V#*Cdr)IZrq@szgPz&1|rCnCjdW8r~fw2kjhA8lbq zMI0f5xEUp|jk4QX*!pB2YubQq=$<4(s%aZX(=T2G+qfQ2gb8iK7HYlY+mvDVbWQuhOzq$U{B~}kSGaPJV@hc*xdbXiISpE`p&(5+5 z8eGST+Q8_ZFCwV!X|g(B9_G4peWIS-J#{Zo`?p!c_v5#BU#bxyV&_FBi#jjO$0*}B zU5>~2bmCaTH!)c1Sy3z#@8!+|mRaYCdNxb>b!t@`w{g-i7~|7PM2IL$MgWenQq=0E zFfNvd+YjPcLbozl?pPP&REv4ss}NW^oFeMkEdEK<6XI{r>Ed6hElD6kL|IZ-Aj`UC z>g#}|!OriKIF`U243;a;sXHmZEmo}pmMaH|dN#|ONa|ZVgJb;P!nl|oBSJ)3l2#&1 zi}`-0z*3%kd@jfGV>g3k`A6!DvRvi|oS4-M%50H zDl?~!9jPY{yEu>N0_L=O3lUe5In@vNgh%#3=1mVUC#yX~)IXWil|FjE!JM8PA|l1j z>DWN(*`PPC+v49U&OAm0aWhI_PH_S4(VXr^xt#!W`V~inRMVX9H*Z`M%qjl@5hgUJ z&V>WfcU}iCG=z!yGKmPNz?@QiMqrYc-t4(xPL?-`q^g>e-~ex!^gamYbnh+^Te&%< zkFJB}6uy4t0@$bdnnMIu$(+39`r)Ll-*ns$=n{>d5t*W0qLk_q^M;um26L+Ynuw{M zIVB~H!@n;1b9!bZ*KwX7WOUC}hpGL5?)A@ofbRKmE>X|!o=;M!{Q$cj%e%mN8McH7 z5j`&_R%7?PK4WzXtON%a2VCM<9v)$^j5qm-!*gA!1AY^E<{F}&&9dzpWlqZ8FFb)| z;3gtOlqG5nvS=HP!n<`-vj6{F^q=3*X)z3zvCAk6oN#^y?w@UaLDaKZ+MJ^9q)bX$ zQU)yd-V!0AEC<&jOW~rs`1jHe8-Fh5SQ1Y#SRCAcrNJN~M3f~w2w6hIRidl5lJGp z5i$NKrhKoZ{s3%atvZoXnQfe1NA1%@**ALywy{NOsVNb}%_xCwWcH%|uR#xcGjmO~xQ-Kfp3yyD%TOzU$_Q`#3%8dGiF$VT z^d3arQ{Qy%@L}kl=I@9QvGXDmN}U(I0U@7&W!9%}T{)JW7a1&D>r*SV#n!X<-qX7p z-=+0z7Q24bp40T63pxSI!+J!BD9ic{IL5QTp1?Pg*Vl+0%CQ7rVX)jS`hZidZqk@= z=s~@ehszit=OJFdvjJVbhpQ_e=G1rA-2}owJ7%ZZU_Q;xD zaloSao~UQDI6tF|_Hwbm7qIw$B|=15mTyFs!41RkOPGdUZ5MJZuUsl{^3BUxaHT}yiPb4qGOB#D^QcBB0`&W&g4#Dh6qZ%3q5W==-is1E>bsJ+A*%xPk0BCaBHa!kp> zBRi3w{1eQnjwuoKPv+!w#0lTw>R>@ciks8Zx*u^ey!!rR0$d%>t%x9QMhVPGWmgN_ zr&;pjmKm5+@kk=1n&#xK>favBX{8+zCNwAi`?lyizuwP?hl#1_Lutqx(S+7yAdU)z?_!(5`k4Rr(8E1oV32S zjZQ(Ah*?Htigt-Ys!JH_7~TMLDi0)Ls%K6Ml$PO_{R-c#kKsB_ekP-Po@i2vNE-Gw zzhSP+eCk*QFJ-@o5YhAE8H(L=-}qzr#H-n~5!X1Dd-oYE&7zBt z<+RtDw!l)yi>PO_tjVMHX`0H`*94aB3yBa>mg$?3rRajoLRi(V@0QQySW>bXEZ!}C zA%Yy2q<#^uMz1qxPw_Gyk6 zFj%~DsXLF4!ps){%hL%&J)0#e_9red$3DyA7Z?3ph!9bhabd`k>=TXqnp$l-XmKnN zFBmL&zuw{;n`qqwpL1%|gQ#b-?D|Sw`}bd^IKdqA89;=HvW(h>EF~vys=)#k9DZ1j zW4Zc&7Rds|d=fb@nKGx7FTG5_oK7Dml0?j@d4qj;ZW=8=vkuH@cr1}pnK>QYLfr>E znzhXv%xT|QBCaBHa-EirM>cU`hecpc%85kOKbh0hiRo)#&q?Mw5h-p?2Rx~XZS14? z3$6~E+e8pIqXg!(B3Kp8>Gs4m_raX}?h_%^G^e3aMZ3V97UmLRLUWpS%K?4oU}Muu zFfn^RCju%kr<;CmnDjobRw9_wq1QxGRn19ofEy#j)WMv-ek5WmH>ah8G|-$B{4YEP zb5j0J1XjtMihqyCN!xCgF1~@=u;vlzyr6yL_NEEe!E3Iz1t-Df*W+tHgkv&vGXEhy&b#f z!HI9j0Lx{WcpHu-sD#1NWh1puGxACA?{M8tRU+!yEJKv2cZEJ!UGo8!pDIL%D9eBy z$kM>WV0n;0u^c=a5DhHFGl+UNi*Gk-Z$rL`3qDVC$eRceWii`{ zEVjpc;6BZOjCRX7ma;Mii+5rH&avDG9o!4tn?uyISp3So30%d{cO~*O_OQ$zPh$u^! z-N@pv)Yr?5?v+ECU>k#LH;|ru zaogA!PHozq>uq@xW>oKnL=ZQl1h%34SsiVo!yHF^61kol5mHUt81ehcZLp2DT11%8 zHaxFQMMr35usR$j<^+8rpaR=y`Cv9CJ)9SF3~VE?Bau{9+YlUJ)3{P?u#I}%iP*|* z!-$yb z*~T@efB~?o-R$6fit9MJKN#IpwuE|XbWxoahheUJbSLWB-P2x`vJGYRmH6~-rWp|; zdR`3oVE1hPGA9vO2L0@ClVi#7t0jC_$anBZ9G-eZ^;LnTZXH8uJ)1?_iCPJYKDguG zvfkT}2oYt`4@Z{bAIFk`WolMl0mqUQz+k!ejp~nz@>}qY@gD_5J)33jcj~Ut5gD&r zu&OP4O@xTDwAza-8%|8z2rMb-+siqYvw;kj!|BvMO~f>_Fc_D>9HO4ha_|dfflc48 z8VfA5pAjLVEY0>IOB>~EWU;9|sKMYr`!rEO43=MSGI5Tr(vhEnERBeIHp{xTlm*Vd zvFSFjoYo{lL|Ih#BTM%fy@oI@k9~jWaxCG&43?#BsW0(aOfSYS*q#U=>e(#$8>lEKt2&W_RXTVmH>RXrHEZP6r&J@@|?V!JHgt5=kQF z^uNx|#4V@i|NkLd$dZ(hEh$U3EG2u&k|leTwM0Z^-;#)EQ3^?t7A2t)C0kiTvXmm( z5*3w%7LniQeZJTA^Loxb=dSz#^SsVuX71NK?m6eoiPsLnlyjC>WWk)itRpGanN#3M z=1ka>`0h8soIJOYIBDkO8<~t(*4iaf9?Z#ZH;MWubNZ1M+yl&MkvoYLHz$dGn!?YU z@eEJhLnKI;Q4;2~dI+;m^S!M?4D8eN^(P^70JM)nHD6F(j#`<|J`}pIhD84d!&>8i}pmoKotlqdA!r#<+ty zb-6H;>unp5MN0S6B(I%p>jj)zkhJb1;}mi;Pg{7guuj7)a1GJcd5Yz5>g(k)%DJMKg%GD|E=g6vtS8JP8qHkv)klA-8SM z0844(RyG35ucI86Ll>DlDV3{Eh5<_-Mbe(na<4zb;@Nz%1&qr&RT3h~QpK>?^>cTYvB0ix6cg2}70_ zV+&otHsq{s#0o57p;B!_?H;pFW6&?o5o}}5T9PDU8d zzdgpKKDKcJ+vw;-;-uL|+}Bi$(tD#(0Jf3hMxy@7Hg*?>bOPIW;!PsOZ6o3gvrprx z>0=2qYKT7x5@wWyZ4?Y;_Gy}W90~>7NDUz&wX}^(C7%1hHX5BFVUo5n@xlglgs+Fj zjfRQYJca~Fu?@{pJ22_4|Ak3l8yzo`q?+1>#08$JpL!E)V_+(Yt=={~?)605IJ__D zHrPhrOcGcl+tBV|i<5T7iWO;4CCcBCOwlTlb_%P+S%+;)!8V@dk(k=qM&O{lX|NJJ zZdP?ks5sC6S8*iHL{@*9gh(x4d3=Vs{#}{0=T}ePXYv?gyuj-z^hJ{?#t4Im++EFZ&h zjO`691^|ocADdi(CE*;0Mdm8=z2-G9YgfkkSQU`Er}I=d)}IWAB8Ze9p1qs&kA6j=N&b6B>R@-q!&ZsO@|6^aK|Ft5VI$`e=8glF^Qp0dtBwK$1kv$+cfJrVO!E)&g_t z)7%pzPMSF_h|0pK6+6C61aoQ>PNM$FoOHE6{Qz?s9!(;} z%_)2HcYIK6(uL!AwrbiX5+uwh33Iw-&U{$+N!r=nU`{59B&3$+G{k$d1(?&qBoZcR zP9x83N8fRImbo1!=Ilo#K#DodvvR_ulS{L0!JHJ*Nm5PCN#X*3YkW@!b9(uj#8z)k z$(H@loDwEZcmd|5_>lzG$ej9?ZNf?G>Tys9DxOmz$rP;;Q_f+P$i30(1DI3vcM?-O zbBZgm4ua~rc1ww&P;or2bE>DF<5NT$=%aECR)Ub-q&>fSu3OHm1a=p5Z$iIx@E{?g z{gTA=i^HwP6~NMMW9WQ=W!Fs(i+WTpvgmwMUj!__carvemgC=<_t9p(c<2c%>)l9* zD9epV9OLrDQafOgS6H=9U@5=DVY#n*6Iq^Jvx@?jC#s}9pXIzWbBC*Wlet@fMM;B% zh_YOXLYD6Bns);hN0qLw0!zVt4vSefv$xS)%LdObb5kSj`7HXwm^&$723R!&ma1MP zM3m)XG_n|($K$uF^2g-`3M_9^I4t#cs40cG-9(#PR)%^hp z5oHOFK^B+n<`J+!ZBg8nD6n{?N;Rjb;REo3UaK~01m@IMl_ZIn(}YDnm{P1gwgZ^c z+HNGJI&-oMRl~Tmcj_Jib8_fK;-s0AeMBNg{f-TI2j+Bt0Ezl1bDFbT2~R0(G?YY& zo6{T}rr^ZPYl){fxs4$~!iB1tthCy5Juxjg7Pm{Uh95?j4F zt=cgN&1sRD`w1{78Cw!qBXd$~z5^%iy1={#Q1OyBl1#BG;c$|o(UBvDVT2iq_SB<=YuX9Jo2vk$qM>w#rx z1PKvk@xO>Hm$Tfy0gGPg*Sbc+yF#xyEU$c+y^W_XgYaFUFqx9S?fER_&+1`^6bME`T+t}HkME#R(lsA1* z4*N7ibxEYSZG?ZVi`TY(OCG*+aA*_>5@wWyZ3N3IplvL-kUs^sF?T!(sikfF?j^ei zY~##S5+-RI)+u|?5iS`fWx&KVpF;wq*v9JfZkY5`^-mhuM)CrZR8!lKxWJNu4i;b= zEnP`$^|s-&eJI*S#L2XEU>lviNnnj^L%wVmPK>cm8&5)&kUK##MXQ8A^bWgD=_oPN1jU~wqou)H6~oI+7)azqhWN@7TRKFiK5=C05K z`!QpIW&2eUBFf@$8OM0nh+lYz%jcKdCV}PqR}PEfhdVgc4k-C|1eUl4?tk0!S^B@>LPr8nmp}FEhA+X#$PTKQX z_E|G`9@{ruk0&g=4EX%GVi|6hejbMSgys-a$fu*WSsyPMP4nZoF8|g#9oKmew zl88AqTH}T(jk?LYgE^Jik(BDpsjUn1y=cF+x~IXMbheNC_JT5=R8TOsX0kp z;JFTs{K1^$uaem6&FMmik!VhplV2!-Ii=htfi*Ix9Q(aEY1QY9(1PlHK80k8R*CCO zm1vWe5(?&InL%P|XHH!Yl+A_eX>B9-LZ~>mb~KQDHmE1NLif5~7r*~JeG6&Nuby`7 zQ=&a~#^M(l<9Ct}(SBK+fYozi%u+pINk~roBCy0caaiQj?&I)uO8agPzuT;I(w@&U z@dC3#yU1i5g)tudhJ=W+m?k32|3;>o#eMyKY%Y<9VQsrp&2#UH_UCYS=%XjYv(%ySY&L4;uv^LZj z-+Ow{iX@5H#!x#iOnKY-U>4X$%l0ItI@_4txf{mq*|NDK*hW7!5+}_z9FwkLRAs9@ z_&iO!-X!XuY$L-ms|(o1duoQ3Nk}biW16OFG1$g2BN8TQ8w2m`M@I-*+;%8T%n>t5fE3#>Dm{ov70didN%kva(x?H7HfUn(QcIl)RW(OY$?!1Bw7!&0|b46?k+jUEXs z7eYvTK1=5kW>qtN;h_OzeEtFn5oH;E2gi7Ov-|k0!}QM2w+bx9ejJv0iGe=Qz9XvEd7&^WogLe@xY?dd|J4`@;sQs^65}KUdG1V z)~A8xy9#N~XKC7nVJTYW_ZY^-sVfN)W$ASfS-dsf#{tWv=M54CmgF!F%h)o;0yq2i z!c#pL=8*P$mZUP~5ehSJXWVldT}VPiS=8?%i`@zNcCbJ_G0{sESn|T9np2-pLmZ*Y zBhH4yKF!S~BuT`aHV03~l(u66DaF zA)@`#=>b;Hpc7x~0*gst(l>!6CX&N)uF+*=S=3J+ zpRBZwAno}qCKK2@TpJ3n!x$@HAR(eGD#^$)HQNBcz|gj8kKAP8U7;8bOK>k{KR`*V z-9V^8=NdczZO>=Xt7Og%igY}*6IkZAA|awItsf#wLL(&{7lW<3odp)ZI1WqvIp$xo zw!)svz@oB;wCA%7tkW9@_r}sj_&iPGei9grgE^r;&Fw;QmSwk zFC(W+2Hz9x+?llJv)HiTfLtcKEgHsUfhGwNWoh&XS$@6SKM`0=51gAUug1CHvjvtn|6}>T z1&VtnvPs8DNcDbGMGBZx_biemVoq^&hhj?G*0x5l=hXirNvY19Tw7>iT-`GHI$%!W zUrC%ab5ea4j!~*s?Nh*u=|ao74GY%w#aN-BtuMYE%;v zB+MuYb2@yJ`6y8Pw;#R0oX#kakXo8kM%lYNU`{>SlQ2nhdVlpW`cCr$TV!BjK2ak9 zQq1Yh2!BjkV6=8Om{YG_B&nw6ByoY-EoOLvIXxXnVyic&T|XwHIhpQ%qYUO0IgA9> z$ecc99>Pg`_C;C_REezyBvY(PIP_tv#75T@FTkAgCX<-jnbYd!zwtXe=87KJhv`pS0&!PxUxv$G-nc6BX!}Bi~7gSii{pV)~^=SA#5A31%04 za}Zbx?s8Z*+A}QE&g}7k-|d!i(w@(9$c(W-?LbF7rSNv0?|&~sl%@0ut^^)lE31IT zpnKe5f#vN34vWIdP@HNTKHK049H;t`_IwuC3C!1jj*eN3-{rooOF~3hik~8jc6#0) zU^%yW#aV$R?GcCNM(HJFx!2Pj$AT zroq_8(;4x0U>ld^NSrj==%2{g#)0z#x`AzMS0GXUWE;0Ly4?fY2xvzl#cgBNZF%gq zCg}U>o~}k^m{T@nAt9CS?@ZUIg1%Fq$OQ)HWn8P)l)1Q?L!$*(A1l+vsRB9c`o0 z0s|+ojeZMAV2x~}SO23pF`jmo4}&VvW;w|etrFqSuu3EbS}p+FP`4#9wX==P!u@lg zdJbuA_ExAkS28%&bM#*3zuKP$?QCJL2X!Rv`PK7Ih%)xeu*1Qi0a3$Eu1fT{I^dN{D#Al*Y_e`#x3_RYQPegPulZYK2O$kVTS2%xR{!9;P&V z=-v~|DKUqnRA)|iuJ^&X-`nhtfjRvtAaT;n>D_XsVo&|k(Gbk3?++67Pv&G?|57}d z)70N2Qrw(I1~dCKO&ot~!;A{8fBWw!3NuQ=oD^Fz=5$`hq6wH&VKWj^OLLm#YMlw@ zbWM?jNt#pAh2!WuddCmlg^BsJ0|}5~PI@~|Vp8POpWbLr-AGbR%}L?{k2Uve2Ikba z4~ebboUSR)L37dxs$&S|Br})<*2tX3^$o!JKT>IMTc~*TMv_diD&e5^605|a6#ori zP8-INnA(}sso2r8pn7&Hval8^&i5it^;~p52$9Y=zm9jftSU)+e)XJE)CoiC9PQ%_ z{nA=?>EDYG>lc}LreA*le0mpHOcYdh2`qUf9G0sin3^&_DHT~hcOdQgEPY#bMi#?; z&GCyNTh&R3C`(KhjUD{<=d+B@W$tiQ znfyVc^-d%qqAX`$AxpbUlSjh1tTk|p5?CJptL3}e!s&$8_gbIx0C z{J%i=Ivj2~9lE8ASio>$P`Up;s=`Zf#cMU%@p7ysrpXGxV z^G~DhsoY(_lF^EUh_VE}L6$YS(^dk@=}rya2rO}q4JF?~(3rjlSzd)@;xn-Gdy@8i zmcUKSdFY$YEW|k$piM$VS^VB2OO?Z#@vuPk(mMNIV7dN37AbeQqN=7MRYyl>JZmR+ zFi8?Ir!BKIF(tH~Viz!{&`~6%I&+$=p^b4_vqz|cIh`0!;-r~Vs?TwZYSDJsA~2`r z(@4}mnbU9Aa|vKhx^qdSxH)a~V;&M6YZ`9^zw~K~Nsut3B+SX(mifR@d8_Mv!JHOb zk&s%N)8|V4L@*~?I}#>oPX19r=sP>+x}?LzY`>WVNHM3~0pU#2>^rZ)oSr+9q?($O z#03sDG7187vU4S|)ti%vy(ya0f+yC2U{1FVlE507)9c`1oU|Kus@;N$_sE}Qid6}R z<4l!^F41ZQ=A;@*VrpkjuZk?1LG?@w?ekNpI1#%!)pN~NW8GO!ZG4;QFnt**AmRZ_S`-7z zsUM_0pXH+&V@}Q99>nvV6RSvwD2qonvIL~JJ`dyK);+wtz~b%BVey=H3|abaS{MK< zzx$E)e3lz8n0*?r$ZvR8C{CAzh_dW^k1RH)dyWB?^9L6U7g(GRa9B#lx+6>CuZFmX zeGUxc>tec6xuU>iA;Nnnj^qr~(Sj_JzcVmw#k z+Z>W9RwW$Te#9!#&@we2Y$JIgiK(4!H1#OD3Dwi`sK1R+af**{s;5$SPeiIe)fso} zH;0k-{OW1epZO21zc~TV5jHqaLd5z-W+T%tcdySK4lKrsGxrEAImb9GAzI8EtG+7g zKVT)W?nv76S&}`OJ6xwiDnei-7^Oi%L|N=|ag3k#n=}eoRz@rN3oOr1a9CPA-i_lj zyq6iCfpjW?wCA%7oz@FOS|(3v0xV~#LKv6c8%TRTOY4TrxJ2YA;nyYIwv!N1mZkZ~@@8BmzQa|r(e;7Al5mQ{;u2(q zEa7uv(tzczBWcfPxqq!ahBPxRp914D)rEwJvMl_BERzh~+QA&#xL{Fgb*%Egt2>wr1k>P({k$((LPx=#ReI;cq^#m(twb7mn(343b}Gs>eM2@+U{1C=B&3$+bkSIhf~3W7<9Sii{3D8TAjd1oxH1j@-qt&RWNr}4YM zVM+M49a)-BN$UkHmg%HDpT(;`^B?-h%|ShY#p(?S5oMWNh%8Ybmh6XdX|}paPl3hb z5{Jdsm^prXZnQJrNtwKbwCA&wckhcGlCosZ1Yqg8n}mq6j4MKxIGxeKz>=DEeU!km z>new3wS^mAMwd_NXdBydNqauaI9cYdkb0Tic3^2zOhQCiMt?z;WeuH10L#SF+vW%? zoiTWqosCaif7Hp$XpG1n=hO-m1nfhVa4E!2e$4Mke zm{Ah8F|A7>4xpuO?;Btn9cGe{TH3~uuS1lE5 zZFH*_i%HpQdUpcbu(KvfHMI?i3moqq?d*m!9dt_1Tox~~x`PQm{w zj>K0#i|#w&G`)Y^AOlwDAx@+{zj~g~Wd3)$mS1TDE5Q^`5+c?wGJ}|YSz%hW3RZ$O zE%f&ZEN_!IEHj!gcOQ<-@ofz(%iEFme3pA1hGB>3x9n#FEXrymM3kj(3662L!B_kO z!&F_l69P+GGKb~qt9f`CI+_bjfJIH8wCA&A^kY^v-IXdkfF<6Dgov{A_=YS;*0}72 zaoO*FJyu{zddy*YF?T1j{3#z82Q1BfNqas^t9i^*)otEgHUO65KoTO#qV^qGwyxUo z7+8|dJERCKSJF5v20tB;Ma%rh7+|TBK-%+JHcsk^Aq&sf$1{+2-yP&l1$U2Zp@AtI!(8rAnWKh_Wb`B1`Ou zd`DQIrgSX)Ca`#CN;M~y(~I$fNVJ>={SKz{gXMV+ZnlmIklWlBE`)~vyl0b z_OjiHCsDc2BSFH9k}#*7qK^pZHC7&q>K>R8Wh8LR}` z%cjdr6W$fd;#5z)mUcKz{i9bz!%EPj?u@_f`PI{4XFm*iFfqM3^ox@m2@&m=R%KW{ zyWEra0hY-Z8z>1ZK5scJjwhLwVEbD69l)|Zk+kQt_+DpLwd`IMPk?3O0}>+2(zF~| z{+JBKJ*O=@@Aej0Tyr=qgRiW>E`6J^7{5HM?oQhCSu95~ED4r{_Q3M)FbNT5X;6VI z$4<@1Z;W^H+o~_HIOK6yPL7z5EUs;5tcP(44kPXPEKYH~F{DaQ6~Fgn6GcKqS!8}9 zOS|}GxPSJn+n9L*%lFS5mN_S#@iI0~$?OCyJNuLNe3r;h(=jA-i0W4um;QPrM3m(x z!_vxMOBH@EPY3_76tY2E-1zphJAq(a-!kr|EnA6FJSJ0gLjbC*f%xSVO zNvY19`hR3zrq3&E@fysjIEchaGpE#z%nUU9^RWe(Q_vX_^-t!sMz4z|nA3_l5-Dy@ z`Qucv@6UcK!e0fI{uL))zq9MF0jleKLX6@?ROGey*YWe zT7%|vby?sUFemFO5?CX1(zm&SV>-s_QY2J~9gVX8{=7x2MEze_CA@-^^1z&2Ta%dD znbV}`1=pc^PMq7rO{h3o-#FD%*?KmE)Iat-`=D7-AL902_iW=%pw z`=yBK7Zux&zQFRX;B}C|^0#0?VyR4$H>TOYt(I3kqQ5U(#VVuDa%v>)y(dSdWq3iV z4^&QqZA85zNg}opR}qf3(W}C<5NzXCK1r$0HjXVBi5FGzbwxbbM%q^rC(SlKjAEX& z^S=4(KG??ZpCsy^Y(x3(^)Fx>w)Il}cD}f6B+g@AfL%0r^cDDZXtyFk!iA#6@|-YJz!#L^dtdNY-8u5n`j&H zlU%I8Hg@(WNj0?%i3_Y;vpNNAV~ie&t==|TZ`y#iF+zX*N3ab`eG*tB+fW|Qd{Ag# zLm52v&14eE6sr;r*O@9|R)2K|u#K3RB&K$@aq;k?Lr^_m?j2Nby6~>h9!~X4KD`R3 zY3~P@?!#O!@*?f|)zfB!K8Ex&b;mbg`}&a(v3`-sWBSEr=7%6)>GQUrt-#{#!eMDU zd>mdzm!z)!fJOHcY0qbwv6wkQ?!H}9yo=f38wn9*v8aP9!FKy`Pk?1qdQ4w|#d$x6 zMg1i6Jmu>PDJsA+HHWn4vqbqYw$U;>PZ?IVgGD4nlqH*CxwtNQ39!5jv@{f0ejVVj zM7Cn?)^$JVdmdO8o+It~EL*#4;oy2Vh_V2d=9fr_D9eJnI4(UmxVQpKKv>WD0!#5B z4omysxp*0~b#^QPmVq&(J)cG41M@nv-iPyej&Rl$5+cfy#ju#)ZtMsw-8N>g6fyL}PL9JzFjPV>Y!_I* z9hGWMp#jU0N~fRyATXz8Q6x#koIWl+j^^~;d-`WEr@5C%N_FPcF`hA}Z+chHfjJo` zk~nGRWP6NxCLyWc{q0~*bMBF-e=;Xob1e-pr$bLjq_{b4?9IG1dc@xYPY7H6f&>XO zO2V8nE3$C_-QGH%1anGxM?z|8PKUd99Ruc6l25`U&FP~zv%AvWxmQClr(Go^K#DnC zbGVD@UUi|yZsotD)Uu{8iIu^NH4$SG690{zE zIq9~zgJasJx4}@T-dz<)rdX9o*veE1#SW({z?^QYkeJ$;)0HizMo>Lfr!@5tD$a9% zPW4>pZi7h6ldSOU-SZ1cdw%tteQzp;Bp>RM0sWF{MMA{-MJAo;mm@7gJ^@R)YvM_P zB{`78QaX^ilQRDN*$`L>{Ev|Ke3ozpJ!Hv>(d-2*1A)aypt^I2^AFt(A?$`I$+*xn>Wlx0$V9GA*--p;_%uB7~v zz!G+r!(ti7>}&oQ@$DV3?D<97^I7`UXZAI}b{>Jx(pAb<{JjWKmir8g|CdMFP}GZJ zJnGH(?_X1HlvLXoe}H*2?XXQAo=p z^wYipwvqgp#7VP_FnPu{>Yr;I0=6;!1&R76+pzAoax~b6%R3S&ZW~^@jBR|GKfNi; zsD=3?NSIL)wjo=eu?_#JvnPRVxP2udwX}^oALYJ-ZJ1P$FiG3+^I&#YF1tpbgNZq{ zjwd@YSFc^Pa)J3eyG3i4uU<7;u2G#co|droWduO&s321e3s@Z zOo!MxDWXw!t{?aJB1BnkF)ZyCTW$ds-!1C~2rRqeIV_21nSGjb`eYcETJR|AMsV zv&>Loo~LOTI^rO(1Z0yCQI=~A%hJ)=jbU8Aczj+cuoNV6SOyj_+Y%e))H?#psH3Dk zpJh)8V@{8A%3cA>jUW;t$}+SOj?4Y%(;t8(b!Wf^f#vOO4$I|m#xZvH3}^!^N8L$# zK8tNObBfHIgu6J$)*dDyqAYO?%V@Q*y0AbEZydQtV9B~G)tpp5GgPfM&zukYG}{$O zl88C=U3CP_N$1hyZeUK<9Y{)b=5(tOV@`&0bvA)HEzu-#(#*-YbQe~+(b4C=fH_4C zAW{EhPDyvRMu0gz98My|&1wHS#+=MwmEZ~c8^)0!VMa-q(}}C^5YVV$7T)1{Ka+&i z(wxe>&K?Nn^kM-ClQbt2S7vvmeQPx(n3(b_NPv`mn*9ln(42x)dpLqQX{{kiH8m%R z3!I?XH5Sb2gFT6@-kc__a71$o^Q)8xb24)#fi*Ixh^3ElOvn5R>;@I@-T{&+S|!Su zD)Dt&c_;FHMvb4Z9NOCLELm(SgwF9H_tQuPdhCGr`EWp*|*F1MadxCSiC>UICy zp3idJrw?{Wp!vHYFfJdOkq}Xq2!_S=W>b9c>FTQ7LV+dt1&8HSpYeDZFXv6e@7M=z zB<=YuA?Xau0;S3*V41apgov_eHoS4$E5~=542M2Q0N= zT;{wZ?fEQQUNO%G`Hmm=5Lgc6lMqpslMGACG7D2!phi7E*+gJT{U6K!El~WgelB3l z$tWfR-{ESOLy|`&JnlYz{Wyd;#IW_n};-r~V{C&op zw%Dv#2Ige{n?(JSIfabAQwHYrqCx22&KEbQ_FEZq+M;{B5zMHw@+3%@Q4;19mdBXW z(mUf@!k*J+B@$9gbBfq4?*!&Fqaz8EG^hE_%udn0)e-AqVp?`50aDCq!rN3dr{dKY z;=r7o`;erXnv=u@_8vQVCzzA14vDSaoUWeOh2|6;V)hNpY4Ru%SR-@t3rWYa*+00a z22_cT6G*05l}LzTs>ECE?SR7BkUm~#N6>wOB z+y~=jbm_P_7{;YxENRbYS-OCEU~`hT+Ef^qONk^zl*N}}Id*MHQ(!4+dT_JAl2y!M zdA?#YvK%Qi#dqtPDUtSkmL2BIK8@DwAQxaU?MOmIS(M~)Ts~*+^?;&&VY=sjf#v=; zskTx73u7BUP8i*ReVXPANRo(ctQ>V1_i5By`s#pf+*n3ZsU>n_?NTj%Jd|1TT#^}Q#J>l1py`KaLGfKiX zR%bA_v1FFD3)n_KUlLMF+t8_sXaTlyCWwSd+J^BiW_M*n;w?O^Tk8x7kYXFh|74(T ztT&Tg1h(<>B1x*LZAe^T*s0<*U>o~ylGy5PV@m37w2kL0myQA381#??*2p#*dA-C^ zGvL6fu23cBXOK*>D&b(qREghO&lABmj%JgX+S!IudOKaHo*Lt$4+<6M@pn%3OmJu3 zc(A|z0^b#SIES?7SI>ik`(wYHyfOiI>~Ah6A!7X^fF-rxk_dt2Ryl_y zAbbH{#*ESX+~Ie-X&7nGXHl(SSo%6d?SwI2V@N_oSz0#7l_1|F4DUWz-|c!+V2S(1 zVR4?qyi|O}tG_X@oO?pr^I5(xR>uzMUtm8HSgbNhh$xFY!?MqB6@I(Q=xxRefhEGB zvE;i#yALtrlJIo2EU>KnMB4LN)RdUpWXp3lKL!@h5)vZH(xe5BOO)-65}0E-6Au&% zECIVXEK6i3VV9n8J7Nkf*(RhtpCzOR!(#Bmu^3oN7n2ZC7H5X#?#H&Fz+&%W&~Vm& z`!wFpJeEHbkY(NUR`}%p#>1pNpJj^?v*%>+rFS{7L%NpmuBV0Kpw7JZ!rO7A#` z1V}NbU#eMXPDv-fl!7^Z8%C09YEBXt*rZ>1BAC-LLlRrPIW>^oi{|uk)ZY4FP8m~3 zV2#X4@4#D}|55kXEP*Pq&V*!&RSAc_OqCelJ8=k@(~?Cbrgr8u`i&0WNjdjuc^9GL zIJ(Bzj~VWX6~c}^|i$_UT5Tx5V3xdab)^sTH(3`SP69R zwbv0?e(mS5eA1kWEbHwa9s`yJ&q#Yd%jO@#ekYVi7Rdp=9o0%kv8eNt1r!}U|1gov_iZH22^%quhe zUiy=J2bKyfIfpqcn)}xyOXa5~%YkM7Gt!>V5^u@eMLlBJ>NAW>z-tmB%2L6wEOwvU z5yqw8!Rgxsmgh$~EN`@!-^+$C+nj;rZ2)P{XSwu@c@p`RTjC*L$qXkUqAcqba9qBf zIF$%ReZ#WFhXt0{<5F!y|2?x$^JeA!pI{p!>`0P`Z9K4Io~O~f*}fe1X?|`dDb?A= z1U1GsE=RPl3$`J*lf+50jZSwN+qlst+Z=4e%!Ne#lWqK}+~5VaVS9i?ira?7^E67| zvm;gmG+RE3>;YcFNg( zFfp^ENPraE&=~#}ZNp=A%tx?|>z7DUjctRyz!a;X^I#k6Z<5&RZ9~7m3);rrFUpg^ zHryYOz#7?xRUhWep|a4k5l|(nQc0#*l}IRLs)U8t)+1mWt+Gf=?QG*zS#~y5&#rCE zeT0gW{J)ALaVGMV-OLKD{(e8cD|EUGY0s~ockVKK8_V~WoQHn7+k=FN^^43mreBs0 z3VI4GTeqs56Ic?0I4t{{&A?U7{_W0J@VgCmChhqwPcCa`@zvUD|ZR(BCjFW>%yDo|k6D-Z+UVf8+}cdq^I1$zGe-MHG42Ym^x8>6L|Jkf zmXGTGH-JU^Sp&J*|LxOwoaeB#bY*0;)Kg^?KR%$QU6G4DTtIX%`Sanj6beKBKB`IkbzfjNyBNTUA9oW|hn8ImAjMoE~{;v&YJR?ot8T>$2^Zw?8QG$;Ly zFVT1Untv~aiRoZY0;HIexmgY- za~h}`IU3Aq{!S8DBXhcwnU70A6UEsHQ1L#yl1$MmahjCR zl+C)1Zzji{&m1bSl*e;eVt+HIuFah0odYa(*GYRmOOOY1rb|Yz&w9YJIf;abvdmY) zl_2Mj6>me4%L0`KhfivpI{Lr8l*%Ud<(jq#p+*5ETJful)?D9cNR zCE2GTo*vn*bjEUlVgF^yK(tQp~vs~s){;gAg;rG!_8j$vUmh!>Ollx}Y4qCv{X9@`s zWtr9%$7N{d*B!7x?aR?QF0ceXkZMlF{Ta87?IYU?%*mjLB#D^Qm+42*obJXPN&s^@ z^^>GjXHHv6m|e#9mR*;EIlZW_`xj4|IX(Esm{UgQ2fx6a{1i#lKbh0B5$CGFoXS*5 zq_{cVpV1i?$ok{=j)z}|nkESnW|V|Ez4^$P)8b%@$6!va29S_in$v;PzN5gLvh_%q zq&W>=`v!gIp!1W(Ffp4Ok^m{@l)W_%lV+`R_zvb2FqI_L)SM(P@I=+nrD#s3B({2U zT6$h_n7xewO|Mo!zdU$G zLd5z-<`L5`uk6}b088oUkR*X6@+pVq^+@KAUB#@9a=@~FDrwJW`8l20AlY6egYW4% z%_AYAEJiB064(xyZ3Zl(d@bJyEWzm<7Tr0_1JPf;Y&iieLxM?rKFjDzhUG}fbvzAE z_6!LTWx2<&Z1ahV1C}Le?Mnp~pG*$RsL^)#vl+f!7Qa}s{WWRNXGxT0HsSW1KG+H7 zm~Ji!5oIxGhvV{LlZ67XJTXmeI_JNA8rRnxmYoBbx8IZ2Yb=Fvd2319^I29JFz-Fx zsVHp(EM06#h$zcVhNZRB@h?!+6=!wnDzF@WC)GBz(;3?^YS8p3*oNmqk|bgqib2ft zG)>}SBfvJgFDEJ0*@ja+=I6Y{ZF_&PjeE8vPMU25e`0JSb6xyBu#JOTNz^~tM%>WT z@n9QrP9##?Hs1L$w&ASx3*Vw0>_&ow86{yGKi@O9vHbC@Az&N2he${*ZDX9$sOw-G z$NWi{q;0gZd5?~uQX+E&CZV5^7G~|S?J=n&+b0n#zwjptWp?4=d0oyor zgTz*E8*7t1(KdEQl}!WNh`CP!Yh)XFjlN^q+*UQ-7OKRqG?FP+B@()|$BI|zoM8dB zaUqMu)Xp|uG%frE)pMWcx9&p4ameOW&tXMoh~&GWFdeGrb$`;HUp+5=X8!P%zq$Si z`b9O2goyQv%t)qR&VAL)0+uVo!iEbh-#>6z6cd@ti0%7!BC;5g_I#Gc>^@Ds(=R&! zOZgNMBFb`=VR>5=TOU|no?JRpV9Cqpu*{8RJ_Iq;G&v7gN+L;nKFc0m<~gUj<##3n zi^e4qBFduM0q1M$J(UlDWzWxcD+QLULJo_%Ec2H2sO-4|fh9q<{onR{mT_a4m#0*= zuAT)fKbw&dQI=SS<@ui-_{MmV>?=os&5Zi(X5wBLd5<9~>6VXl9P-816j?<1$B;wCA(P>|yo- z{U+%f150Ul5+ceH#jw-~vBM{k-+iqcDzLbfNj0a#3d|j@7Ecz`2Xo4;B1t0VRB+`W z?$ZSJS?mMm6xy)f-|MN)oQhjA<`mjJ+!M^HusMm7W=7OG8jz)q?yy@Vob8^+C&M=$zeQ6s;N0iT;RS-je3AN zt(rz+t2d{?rCw-GV_T+`f;s&$A%QhArxsP^Sn&*9WBj2?3|mYx#j3=}_e_|E>}-rsapEdC)pJw^^TcaQi+1&3u79h0?r(d3^>n#90{bPr z&V?t?FOQp&5V3xd(dvjRLAqBOo`$Dpxa5Jr67ieEGVdC*xc>Ze4EI;Z8I$&WmSxJ! z-G^+gW<7vKcP^P!d0W!ZTeQ>vs8j5uz*_op4e+2>@AEV+v>4FDF0 zi=;iDrTabRB+O0~sdB&)a*c$DvUKT;(4no1eTp{a?;-6a=XCnIcfJ% ztqbNf+bFypy2dji-MQIjPJoC9EQ>;oP z1Ta;i&%PtW!JH;6CNZ@$r$!^s^oHtr!hhN*q2d&KaH{9hXk$cDQ(lRuH=cxuvUo8pgGU&9089BzT|a>(A%MfuAb25OM&#Kh8Za); z9+CEZmOhIIV2I8e_1nO5_c;j>Woe;?<6;}GZvaJoaCq`rfu$l)s%=EsGq$nYAXgJ? z<3}7x60wbf0nGC>$6D*@fo<%(K~k!-jkOIK+laFII2&x^$paE6%{IK>Ft)M2{hc_l zjdssS)IZtA$ERPqfo;ruO(Ml@W6iS8I2odbbnXo^>QgQW5@wWyZJhhY*hY7SaDT9k zv0q6@Ep6lWR`)2d4U0+=CTSbzmwZ7-SpQ2_4<_ay*@x`JN)LfKMb)LZy5vqa`G4n5$hKjH>O{H?s^^qEX&R}ND)}V!Z<83gP8xF z!G@-5faT0p(w@&U{0j3n@2#%C`T@(FJ0wJuMXnpJ1eVX68Usrg|t2OZC4%f3~9-&}PuMU!w>dZ+&jxneCJzI1GbL#6) z;-r~VgL+OlYO}(c9R+i07D}T2$(*#WuB;E{wD25>6gQ_|rxV3|a){Wbux~R&P#0dwkKH8vnTN4CWM+PXcRXPF4G5 z(VW_Pw8#JO?Mg_dXq9N+9jmvgYmq*f)6AbFrgrAke}!XTsGiZ=o9GJ_r{FTLdX8mI zUF&}_8^6HNWgltJubw^HFsH7`l~4W#)pPd&5+d3!TbO?7F>(Q(i9CDc)wu%8+v^;b zjcb|ro_^$wx&y0Pyb)>7XNg$PJXIZZ>+W=588n-Oh_aM3EL#(D@Qv|jXYFhSmb9B3 z7X5PO-MUr%_c;N}$#~M9&(dF!*>h@VZ}t{g-rpo4qAcq)aK8G*-iv@a=G$nXv%r#c zm%~zNH~~xHh8M>@fh9wkwCA$~n=tPQhN@LP2bN@Y5+ce{!mxNmCmjZsEQefwf#u2r z4$JnhMhwet^LD^u;Y!-`S?(n=w_7a11jf+c3)IZrqOOy7lU>loPkw|gd7_yhKjiAPM`Y@wDttUakjFPa8 z{p=SQ)C;bE0NYU8PC{yF8-e}2rh#qD+(W`7ZNp$*89Kr>H@)RBG4Jgs0a9$^(NP&g z*sF+eSaca|!}l;rs;O;ATwuTTot1wXV6g`W#|f^A%mA%Qirjm9k+ zqHSDl`4R6OJ6|Q4VpU?~3#Ll!&$RpmwlU^5iK(4!s27x*LiK!S-ymM7IFXMy)zjOU zsWb6KO{c+J4{#>!`PH*-Aaf4NCv6K{)vkDw5V3xdDPZ~~q>fc0u%yXdeJrp9r*c@9 zr!sfAJd$JacUz!H+Vfe`GMG1$RpvL`1uMaFRT3h~vb+bb1W8Wje}LutiXFKEi%$lJ zWqoI6g*KA4+Xv$^eLZQ|LSR+X?oeTdzm zE3jncNHwR!sZ2%d;L@DG?%#5)oxZcY;WG_P8^yoMQ7luv?$86{y( zC*Lu5xbjcCc!4?PmynQJnp5u6mgB&j##NFqNpqSpyAsW5@8T_?FfotTb7Utb_YRlG z>AGl6Rvp$?f;qjCBS|$iCy5JO(0+bfFsBLy5?j4FEz9#qb2_8%z6i`owmk`~kva7| z&=}3hRdsw*sCWiyBvZ6X9A>IS!(&dbz?>fUBr&x!r_HM$ro&30V}Hj$s5p5aIn{H* zF=i!Ld1N!5w-Mk>+ViXD&vfRUl*dcP>Oj9lc#;s&e#vC|Wxjb{6|k6lY&847>iLPo zV*Ql4Tjx9La5DUE)sB+(d=~SSOozO=H4o2p84yH5L|JC{#+ASzZ%Yxdgp?0lE3iB+ z;;>xLT80bKs)LcGz#?03(BJla79(xu?!)->`S~y|mQ6^AC`%f{Qsvur2(WBW%-<)l z+$!O)v}(s}<4xMX8}D#U??l@3Sw0&x`!t19L-16BlNuyMl*L#J$HjJ`eFd=WA9(zP zz!F!=VJV7a{v-@m>+lE0W#0(Wp3l;A1#=g*zeT|o7?+cVBt(=Yg<)xS>_`}}$ljeF zC$L2P;CTfI3|DW5=dYOkbw z4a})+ClXjAbNa5@6wS$UxP1y#35A{{Q>;oj%wVd-izhh_U`{TBNKEa_X<|v{PpF(%`Ogrx!%W`wC7jPbe|p=Vy*dj0rX3Y^&~{BUu2S)e(`#w zj3@iecO3XhVDWZrBKh9a+$AgVG8$&s;9a4iuB1JmC2<1tJWWA>cQ&vDd6N)Pma%oQ{i2q-5i#&Zp=Ge8D@*|iPs%bq&=S{D{~5VNLv?AG$)12Bt(?u z2E(F$xCx%@=X~j$lECt7FNa0bfw^0E=HWSf``zL;Y0qcrXwKNiwND1GVO;t>A|awI zBl_XEtT!vcJCDORS!f9?#cmuH`B>((i0#p{Rp9rsdKYQWXPL}?jrGE%8|#6^+MR@m zvRq+Ujz;e?f}-x?I$^ZHa>t{IG~1|uj(LPX=wqru`-H8{gZ7}h4;pNRtR%P>LP3T9OK9TFtWC<)s*{*>9L38-WD4fbhXJR%{rw2ivMJb!_0{Kz0-lD6R= zS_d6rLhg?JFfrBNk^m`pxMJ=%z$DF&M+Sgxe90wAHMI?i3!JCaNQfxQMTW(A?E>5nh^zZ^y}*)ugu^nntp&39`Y!1NEPdrkdp^sg#>}%p@;mR~ z8Awx=Nr))RfB`sPpSd3^#&Owr+D%|dIL2WyG-ke9VE$pnE?^n!NZRvR>R(jD4hdSd z=orkglzk*blqHg3dEBwZ5@7LoWfd&2#GK%;6a_H?_wbS3Ibi9QN80mQR+TY#>+F41 zLV#s&F$oc6>8*|9GN8COo>i@FqRjR_n=+V4r5tM-nH^oc3ih`!p>F-*EwR+FL}T{>hx2ihRpp zpQc?Yi4->{iSKY_KGnfr`upD`NSIL)=JYs`F{e2P+hl<`HEp2zcPiAl04e6wE3*+M4O94Z3Cw9<2a;4%bCS3~>tkoK!JO*$ zAhFe(Q>sk}n$wM=eZs(;y7ni5H8Q7teOjV9FltgL{HG z)f+=%YG+OnGq>)Cl^`mlf4Wd{{7!MIr*jr_6C~jM1Xrk@^`c07e)Vj-m3f|KeEjDo z&@cJ%Bt)!VWV#Q;m0;6pbyZ-w9iCGluy~x|uoQVQ&pH?%jgAGDpBG4bK8r^Za|@%p za;X-u9J@wBL|K9vmi76k1_R5JE?)J_gm;CaI4oa2GppMCpcz|$r9z9e=d+YuWS-l| z?a)UbSS*H+5K)%SgK%8>yB>dVGIhgD5;BuS}mRg-vbqtTBc!(dg@9#7(=t!nYP%&HbuZlD6ITCp*S`lnUx z$v4wVSk(@hkVx@WP2$buw7HjyU`F{bB0(annkIAiA;-nP4y|4_DG)&Cin@E6^Rn7lTV_enT`+YeFtJ+2fl2p@GP2vJa==|}8 zRjrE)iLHKB+aDB)tJ=G`ekHJ~`FfGS8m($KZYtoaw()D~8>kZDek4<@N;phls>GYQ z$(FFH%?u_nwOiFNT9%quVr3Mh!lhJ_npd1(l$MiUu9uu& bl&V)+l9{8I3X(65FE7e0Ni90Wl4k(`$6^}g literal 0 HcmV?d00001 diff --git a/utils/logs/study_0/imagenet_vit_glu_jax/trial_1/events.out.tfevents.1709725613.dece0a46a09b.1498.0.v2 b/utils/logs/study_0/imagenet_vit_glu_jax/trial_1/events.out.tfevents.1709725613.dece0a46a09b.1498.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..a7d6e53b7fe34825ddc3d14d145bc195f508dfda GIT binary patch literal 50851 zcmbWAcU+BcAID3=Ig(P5j3$LjL=jRUS*fhbNK%Og4SPhHB_Rn#b|fPtSxF_zO4+0Q zj6~V8J&$v8UFUO;Q+fXVJ>SpkdSB!Hz0ZA47fTuO|LzuAy%5OASiMr4d)Hc{$)rGc zAAjQkGd=x-ExJ1C33Y-!{euDmy?g^^8G8f-dK!lW`}i7r{`v1gZnFY?f;|H_O<8VY zSe^FqV8H-E@2?@B{-kx(7HSIX`vwFB*$5lSHj~k*KU(3T)!@cLfv{nahr6$PV9?ij z^=5Ucu1yFFdnwSCpDC_wFVqtXyaU}QyZHwM`uzgWkOs80eD>6QQwCWv08Y&t&&tp8)oN{F{a0fOb6c)$Lgw7SYiBouI^+ zgc%Au3Y$uVNsfxOO0nH%e73F*lG&G)EO=o?g1QO23R_47`G@$qdCqqCo9^pLmR-i7 z-$0nEli7<)%&P-mlwEcaOzcYnI|>biO@cjxf>|>jzyuUDz3~nf-`keNi1v>tMiR}L zIpGg;htB9#JrWJw1LFh{_9VhsXed+`MQ}n{wYCMQ!{NQtI#);ejc?;1xHXDI=?Jxi z@l)E$=joWbLcv3Fjh5^C<-^!E!zX|^=|KA+@F$XbcS(`PV22>B@ z)$=Kb1tyb8P7k4(u+^W9>=)we9_%^UEhuD?pHEQG|MT2}ef;6&(Q~G| zz|@a~b`_ck)g(jz|KEKfuIgQH9HV<_)hC?Plw`n-E};;o$V&jqLElSFQ5FJiJjD($pO49>9 zJ^iNtnSM8qfDr%Szl*>cPWjiQcE;67Ir(G037+?v+o;+pHCypq#?Nrr*8zh_HMbWZ z2|l71kAA$M1oIK^NFr)IAGe%yegehFl=WhYdTh6kWF9TslVjz9VtF>H=B7C0DuWAh z+B2aIP=pte2!09~>@mkwjrIe@rgte~3OP2#a3+Oy?z^& zQzRlq=$p~LK+#6?yLcQ8*c3yV6z=yQlmW#z15(XRaYXPFDbAX#Dh7(QE+m4VA`>Z^ zs@uH<3R!hEfyhw}*%Y=+3eCho0Z`cLkZNviB!Zu!1S!5)H~Ih+ z-$ISW6ph#v4onLFp&b_jMdt`o%}ud;lq{Z$Cn3>29zB!Ztp2`Q3tHBJJ>x&n7Gg^*1# zkx4N{e$02ExNwV9b5mT}{29+h#k7{)f#UdM62VWQg%sm$J4XS9;K@8OMPoKaFDAtd zi&tqt(e5>==B7ya&M@t7_fBR&vEd_$;HNM_iuqgSgaAd6L9CcUflXn+q{z=oa|DW^ z-AFYz#U-8kcrG^g=++G=7Fdx8ehMq3Fmx4S*Bj<}SWMA`P4TfYYN_%*IT@%bpJ=BC)&hOriTXB_l^Lia3* z;HOxD6qW0)`T@lioi1XEW^9Td%+swK)V2puC>oJ!ZVKy$jJ3GAsg*ZSJnl{+_$i{1 zB79ZmY@pDs8Z4$zVN<9u*P`pIc`boroZOJV)!Y<==QH}nVg^@U9>c{1iz@pc-%czOwoc((TKUD za=Z`YyS=eiq?()JjSb_;+$L?6DNqOpkqCZ@bfoyAXQB)gn_uONDb(2%+n8%nY-92W z)}rhasph8Ww*Nam(@xkH&duR94FaC?+V92!4v|NU^8MD}A7trKBMqM=LgkGIK2kF4G(Z6lQHm zH8;hJ+l+IOq&9mVP}sI75&RT)kU}Xhstr)s-!v6dv}RMVo}-S>yk-OxUJpq%H^sJW zhG}&i_oM+uzZWEepP~dQ)|q532a2>0!^9MA*c7SEwTR!cw>wa*`AMp|DU5eAJ|(3` z=am43LIeB11K_79LyBo7#t}fVugY5-(w0r3%RCo~1G9Gl#Vy$>f2+AEW|T74;^y}j z*MMTRkVNoPyhRGlws}rKVIR6!JPu7Z#d9Xb2@8eAK#>$ds<|oBx>liSmtEh2?*`Rl zNCZE{7o=F?IN}UY*kx@IQ)sa%z6%+jSZ&tz!}qjHuaatRisRpYAjM6$?02vhsdq>O zKZOi_L9@HU6h9^P7zf}cViDN?6w+yZOS+s9E%q0gph z#iX#FcsBtkjs=lwZi)`C7@t_5{?hjXiWUn=1V2Smha%}sIKpK&fG7VbO+6bV~N1V4oqQYh@o84qhQGHEg}D|l5)b16_Pk0jOH z6e{NhNO8me>}#N?iXjpF6oyD~`Oav3lOxE!DW))FQ+P2=d-SQpU7+|?Oscsl;=LJ; zx>WcTpFpx6lL&qa6Qro8J{{kIT$o%TrZ8etOk$o3Wy8qjK=ETbsph5_yqmG3uDT@} z!&=17Arbr(-H@VwhqE5AquwoQ*hJL3joB0e=D9c^`1u&MGY%*+)JBOzy09sBF&(8hEyf8bMre_0ZVI_3jDC?-^?Ei?tnNS}_$m4$ zMS8JTC!koi#$Qa)l})j;5o1SXYMqG(iv3$iH8+KhCF6b6p_Mr+fkLo{MDSDCA%)@O z{rLUG7MB%b3R5_h$zm~31WqRr{1iixBJ8!L9IVBL zjyuE@-Pjb-%pH|BFGL6woy|x!H${Lx<6JmoBtHX+50)f?pTYqtOb2?X0)^SS(_)J5 zY>EX;MRt)!ZpB1VSMFFt%t{tXoJNhE@wVkA!Wk(B8m$b6wNSeJR!m{erqE$hH2yNX z4^U{{BGud!pX3>z_0r2L(X?tMB!Zt}98&mqX}ts}wzg}mDC*rk*c1XL#e3sKbD+@g zLaMnb9#l2KwHOmMXauaq#-1dCpJF0XY#$$+02GHW>4_P|_sT+!S6J z4AXu-P`?l;Ht3TGeu^nbVYd6d9Z($k;Vh=;#ip3aTno!5@@7C$+R){1H8+LEG)3G| z`Zv4X1qv@^62VX5ixirzKQ;i07mPD8}VRiYfZADaJ8(lv?q|Q$R7ckW_P1bc>N;4H)3;R~Di-F?NVG_Yl5sDPC>9Xjk zqJba96dZq*)~-H-Ld$U#zHOfCM5?(dMk*>JMO?i(_zuK&EQ#Q!Sb`M41G{g69o4g_ zNmEhpwqdVDM>z(Cz2ldyuogETl4@>>-cHSs!n|SjE?A2z&q)M7ML1Gu+PB4L+TK3; zVv2rj3Js=doo+=I0LA1WQq4`FF3+GyU7wx-6xZjG2!4uXNRfVT0KOZv+iNAJ=+CCO z%G^=)s?=Tsg+eN+=B5}jf$>aRwnu=!L_K$kMDSCrU{G{--v>LY_@JwpVn8h@p0-cJ zZ^VjDl4@>>%v6S>9>%V`32V_Qi$w5KtU`+4VII*yVKF;cOkvBWNM!CPSH;riv9|H=VBvQ>y(We)~QK5}Y@w48XBP4>K zVlz@?_?qKikt{6fC#JAxQ>^>JpeR^+4ZjhqDks(46uKp9xE5>j%-motMt>j?{1ov> zVc&RZ7g!6Q((z)7;cSYcuMCP!{t?e$E!1C;YHkXrO2+5z11s-m0)^`b62VWg6)9Ym zRYQT|yvA%Xg#(+S^=Agf;+^{gfnsnwQq4_~o3Djyv3Yy`c%b-cL?ZYp5|QFU(Omo; zh_CiKF@+3@ENd!N|4y4#_*sukx#jTbH z#1u|!3gs%sS`1t`sVh)q>XK@13jGU=wI~T)oeUI)h9rWYVi!`##0ic3ykRsluFU{cLZ;c$^*T2!g~S;=o(Rb5v_{EnJHScS!_4MG{gBxz_n0Q0%DuCZ-t0ra1J8u@*8R z2@ioH@GGh2rck({ji*~zzZt%5R;c&=?*RBI_9KO6M5oU{VbWAhS=75nvnlf5GAMR@ z88jLwd|HxfZiiVCeTFQCv~Yb>T1!>0K4nn7`BZ+u^% zFxf(?xhXb})y1`_(4L3CJvhFTMDSBEt}}U;(m5X}WY5}(DV*690nFarWQ+s;J}T-G zsph6=cAfE_wy;|leDgoHkVNoP9LBXcb>PP*pfDdbNlf9wrifuanY#|R!oSA7?nbJ) zDK5>|!L>MXI0FCDEpiHp;HOAM3jeLzdx63_e!iH(l}$1D1!G6e+u!XX>?r>|q?((e zO@<26vq=jQ!B3Ha6b18M;qRl=^`DC=Ca@{GR4~qk=3F&fI2VdtNHsUbqA`rF_ej_M zJDiL579@h7;xtkWZ22w=)mmo zK+(G^iQuO=ixiiY)s6#&n}UXzVj`Qu=Otq;EWgX+Zx4<%C)L~(6W22+9vyPPcY|Z} zNCZDcCQ>{MQyvZ!uSRzhQ@FD!RGH6FZBnPNgtbtaOscslrpYkgl;H ziY%nqY0w$F-sRo)Vv0#@id5!Wbn6`J4-^YhNi{cxW*p;mzk0ISA9hs5DH6d?k&P6Z zHqVa1TBu!~BBtMgf9YKMXw!APH5poEyY^-x&lk{&7GHK!(WZ zkRkAc%?^&88jAXh=;LXqtCjgF||fvGxtz2dLDCrb)X&bN_3`xGYS}BjCcrKK*IZ zKV6~Or09hS+**2PFiqsYL-XU$k;s^LxqoNaNspaqj%X*bF46qb=`zmxxcdeBdsokT z-ie(~f=jM6qmH*|c4>5Fs!4U$hELbs1WuD_7W*2_q888bU|n7G-wfD~VZO9p$~~H9 z@$$H_jbD_N*;WrEu=~l~f=huksJ0hrvWB;${qgNq)u{$8K5h^+oJUh@zDe`ZB*vE| ztt_Tm^{dW1vb0^IAY(DjtKC(a0grG;_#B#11zzx9NhA5aFb}71>aD5*xLDO9nx@q4 zGEIxCcY1>>PZuoNE>g?`jvKiwdSAlb>ALu=5O(;dyR@9!mE|on(3NL(f9k`W6#hpu zc;_Va6wb+%T@NP$$j}Qmg(8sa99JkASe`?W)7!h`1IW@Vw4576``ifxk?-hs13)eo z(+pk^nQsWv^J@niIAjg`{U{NE>{OB_{po!M_W|h#R;uE)a~VTu5RddXIv&M&d8yiN z3`pO21P!T4`du&C;gEjh`h|e>$GOrpY0{tQb_~b$Ym9X;NWaA-n)FZ7|MprV9;83j zhbHn%-|%w_WW3 zDa~=XA0sWgS;Bt&xs29Jk-k%C2nLyJFAN0fJFKQbwUs_=cr&*BIt9`%-#}AqmVT?; z%lH)Rcq~2vq<&!*|M^Cgt3&928TEt{hrC?hMR{TN9eW zJ117HaZVggkFElc_*Kg-L?G!L_aMbKIgTLN$G(pR5Z^dj&JA+=LJoqctO>{lkZwC@ z1}{ixF9d0L)Uh!fvY5e797G^@)ul;)P1YXVYZ;+GKf#m!#t}4#NBVc1cjLT7dTnk9 z(pMi#Lu!(~^XSbuq!|yURDtwQO`>Viq_1DG2gmhj%^`X}iR{I>ihNdMz> zn#eExF-NULAqeS;+Y`*o{MNk9i<=9x?&qh|Nc^%#g_h~ zO*_!lHoHG=f&F-XHLaH-{Z>a)F{r`L)7L=yavNw+ZKcl|Ugx}Bjv)PWTWM;|(r>** z20z&7J-R;+qxJk6=mmu~H#&gyjgHflx=DY^ zvP+x6l|3gm3lu5l0LR@}e#wj{{gR1|Uce4-??=nIT{-G}D!Ov^i4_qrCnM(24Bk1( zbj3MYcV=rCfQ)VTe1`}mk>fI>b*&ELFE8kl$n8XTl*nJ@!PV2qa2dn)Ju5`Gk9|ahCzlLHa!>(;yz{uZ@nwd9nHR&>N&5 zJ&lIcB>h8jFK|fpJ(`UM=`RVSY0{*BqsL|(SH`ss+u=!n$6T89PttF-TWuyt|H5LL z$S?i*VTX{hN%#5hU?)YapgG*qe{^#P(k=OY`aMYh-Wr-wN9j-9`(P7DKRA|Vv88XJ zdmCMSsO4S(?8gRMX}uKbrzDhP(5A4vH$nOlyJ%2trOz7PnaJ*|LHY|)Xll*UpB>W* zrN2jIdJIV4_c+a~mGm=LUB(@8vZrh%cwzfl8p-R0>EY;w(mvK1ApJGDG^K9RkIZv6 z09UFWn|x2Cm>7-=u3jzLhr83O^VvYy;rVB1Ikzi!U$}&>%xN3_9_FMlhi353Nn#|< zNlfUzy8v?3+NQDkpN}jnIBq2RSg{>J&V;{E0+8nRw457cXvBF0nNxXpB!DQ7p&7g& zR`CepaAMXhIAo0nM3{&`vN}kUeur^-c#GT1#6$TY{dr4h5Rde;4Wn>gaw@;Q2I&Vz z(2$y>pJ1zjLrOXRqBTh0Xgy7nCjFpaYj9j~|H7S%;AE5IAq#v|{Ch|+) z+v_LN}0ZRLleVW0T;pLr)kopKm2((j%%Z9c}IBCuRKDN{z>`~`h7ox^i@vMM1JY_e%urp z4SqXZ!=02#b9kiRX&usCDczk3(tnjpGwLY)rI{KWnaq`?2UmgDbEf zU5jYF6zS`l8(~mivsSl2`u_K5P;I5p8lK5u>pmd;ex)?EX6Y~A<%rUsr8W8xNI&W& z&8wC4we%Q|I^DbVR{$>zen%sDy^wSfr|-LYq9I6M@heTKoAg(&R5=f>e3ovPEKfo-->u%pyfQS?C=&{Sugt0F_;t80-C`)CtCS9Csj(;_%o!36-Ez4 zAa^)!I5G}pJX=k2%SwWy`t%De=LT6kknx_X=}s^FMtX*FuXXqr^%zn_QW`t&ra7f8P%jVAq*^gT8=^#$oSJ4X}wr9Y=J;{#Tdv(;SK zNj`ZrhgD)xX%<`hOPwunKi>GPw#1J&C+jl&=;kDZ>OOJNZ;oN&8waC zbxm>C2N~Hc2f;n6-=3UkUN2a^#Odpl<9!pP|4@OZ)J^*47u>Bu`r9)usE8C(z;WwU z*QyP;J6}h=GKC$Ultat8U0Jm7I7>mr&at$TG&^u=+F>USjyx>wA7n)FZIYi5Lw5p*x-Cp3}2d);5f_*k~_;j4PE zle(1C9PaKlW8YGwD~>BV3*D>LJDO3)?q!wVZX$HAvM)4?-MtdyN8-VfIolx*_G6XI zSH^zi{5RaYYIs^m*Oqti=ZVX-Xe6%}eC5##O=f#&Liftkrzv&oUgKKd-U6;H)z?cA zDJF^It|5*7+i-Wj?f=OLcDSr5E$4P+_ogu@{bv5BUxD;T_M#cQbCRflbE3J`X9|Ec z8>aY31QO42In3^K#xZmK9laVripSG(Zjk2T2N9&QB&ZpHy!E3Qydcw65v2X)*llpg zK8(KhMg$TyM4I%MCMV!tQ`+EWS0;f%MISXqq(XFVY={<4U@_=_N?N^*oyNPtqUIVpuXrU$}%O@=HJd`FLb(zawHd z?4+S9X%4sazc!wabS0;ZT7&fGMAM8qN?+z!l`2So-A0!o~TnYJnvgO=yFtPj%H-%W#RD}C1RE zmGrNFX1qK2kzR^_QB`)DM)G>0M|1RopL4)_kiK#@O{tsof2ul916P(T-KD1S=dDOI z$Av+u){J+=>d%%hfE_+%9WCc}<&-Im-|3Gm>8}p1{I;29@Xm=1%oTBja&vjdie- zuH@4kZt34%I1}lvEY^qu>7OX18FiHYg?8shg7m}g(JZ#~N3Ui4{Kdv|pE>NuRhux~WAX6g5Tx)r7W?1X$dNWV~aJ2`%} zl79NQP}~vaY9G_V3rhtwlGh9M_0bFK=d20`=|?Kjl)6b@x%6`?xKc|`d!a}%UpVeA zdU|LT?oLCE$O72m4?5FwZdb0B+lH>Z+2-3un3Fa=X$J3{lyt&55y)Dr07#ap{2>v@ zYmUoiDjPChcB{)L?*ov=*0h`(#Ol8U1gVhux(PtO4x$;nAcsv6WQO5BZ8&7B=LTLA zfqWb*P5M_NkKtakv$%)U z+r-c`Y0}@Mz-UH0M*8mp>99knX(GS$t3nt@{AtBTf7nTlQfLmh z^v{?3%ZEyyqf0Sm_QToeUys-r7hiA|%w)E$uu0>a`Dl0k-`|#=3cJ&=CzHJVzp^iTU8K(@0(~TsKEAs5y_A0n(RwPE+b8{SQrw{lJxJ%i^Dl6jQ=+0a4N1^SC=r zKF*m6JAB=GTF&jt9*siLmA4i?=nHewB9UhB&Pix5oRicEs`v*7?+uo;X!YkKOA*J7 zF~g=a{+LsxvE~~9N$O6^xj|ZPo`E2mXDxRE$OlWB!3*Nh4?&79EEouf%vLa_uLxxC zWNFeLSb84!+C0U`nee1PL6rvaNZ;Pv3>R3q78*M=PD-3DUKS|%$c9j`Of2b)<U{* zN0v=Sy6CyN)*$^@Yno9<=|6a|Ef%Fegl4g&pLlaCO22>L@b$1ClbmS16zNZxw;zKp zb}Ih~(hqT=LA8}WYk2+-C(D5Jz1?YQ&C<7Toq^JiZPXwMq(9Y%=G992T9Y>6j#zJ{ z?*(2^o@gQE>cXMC;Kj>^P^|s?ktNh z!5dR74$^XNS6;8T2VMC?P;+<$AP?P}hKfK=`>;Wd&RT>Z zubXBT!%HNPA^_tOJlwTWJO_$Xh1_DGQyk3l5pfvaW|jAoqNwNk6Om zZQN^)k4^GG`Xi%h5Rdflns&r_DXyB{3#7ke6Ah_J`T=PtaY)LMS)L&Mv)gH!H0fWO z+#ARB)b{N$kbcMgH0htD|8!J$50L(xBQ%j;`nPv7zPIT4IN>quB=2;Z!!7;i1&puH zd%3@91=3%1j%L(R`dcpjZUfT4noG0T((m|@@uTi_+D*z}KjvMb^-`o?I5Qokujlc@ z5TqYkM1yK8eb(@LTfQj(>G!@*Q)`y~;jD`&eLW@H_aOZbPiS7Pq;Il`@%i>#2d_}@ z!kBUz$?JtFF6agMFt=ime&csErEbzM%hj0#uKfJw$O(~R4*RiPsjU%!XHS1+s5b2I z<=<#Iw=2JFI)u_ckYxV>=A>LMl?;J*PBL9_PEt?5KL#NF{u|0fAiHL;L9&idLy#v^ zR;UBW@Hw=c8$`f-y;IPu%o0E}!)OLCNc1EG3GX_uJ{+>i^@N(O|9oUw9U@KouN?27 zVH3UOcYyR8E7Bky>7SL?$9d^=CHoFYKT?f`)Fk~BXBG>a|$ZfYmd)os6dS-=K#{5;7RjpCH?E0Q*lRBXq~~ICpPh;k-T2$ zHWj^a@l~l6NdHkVO{tsovtliS!IkrGm}!X=6BojEWsWW5kFz?*_rWK9#|N~W+m-%3 zyiod^js)Oak@Zh$2Jf6qWXwrwUjg2RRJN^^qX;B&4jW`>vrs%{XKiPj!%=N_kd||U z1WezIAai>5mAKe+0LXqtn!yVqGZ#Uc9PulF?xi*9Wt0dcbAhz(RiN+)56$gGyl!{ z0NqP-F-`iX?lpKrX;Xy+m%Z4&q4Pp zh@}~I>|T9je=LFS6}^>avAb7>8Kdc}tupn2{rGkdt(VfhQv8ard#&B5SODE?!9f~S z+wR30p2=L~h~>jlS!wRy zb@&Btxps*MR>78&YmiHmc;v5gqYci@r4{@3_pM$cN6(q=f`A4-gXb1&OGNTFfF&DtB4$0+!v(OT zE*MAzad&`Qtr3i|bs2xIqv z(lIwt-TMsZzJ-lB$4VkVN)zbi^8}M--$)J}SUr@C3*Wa0iUvv~)wT<;2Ds?@v%}Wa zu`>Izk_A5;Bw}lB1G2Giu??hY2PyWi4(#V*yjh^+ED>0%KA?U+A2-I##kXC-67$_8 zGI=fWd?{LDRdU!ucsPjkl8C8WC+IS8c2BTpucVGTZT`F}d9Z@Ro@L&1@Epc9Qr!)E z{nRmudTx7W4cdkF+^=LN2lI0Cj6?|Uyri$dc?o}f$`M$MTop%%SguEMu(&qai!4+2 zYxf710B?zUZWfh^E0M)9c2h%ONuDJU!po8vi7boy))T^ko7-ZKzldc|l+;dO`r#FB zx~awuGN2O}Ye^*WbOH^JRya407j#|-oxnq1BBiEI(0tcj98{A6|9j90f{Z2Nq;-Nd z28`Eh_k;^OK__TyCK2^douHTe)fDIimVG25`8&ae&y07~9qjkn!jAgYPa=rB6RcIW z$EiOstfW75f>uK$Lh9HF_DmTX3Y|dUBoW5$1o^W|(BCtEeZdP)zB@|F=LPibb{^P60tRRf;D}AVJEn6WEudSU}S(qV68gAl%9It3<}hj^?nZ%v8p6 zbjr=2_^(sx?3bwLw&(mcr_i38+QpuRdC5$b2;rTV711~^BO}~HfF-+d^C=NadJG3k z-~No3LHYwK*1@@b_(r0hnEa}=u^Pm%4yc7LM#Bw)Q zYA5(KF4J5>fxu2@G6f(xDR+*I!E~pT85FN>9PLFQ2JZ3_Gfi zf4d?fwH+o zV68fV(&J~iG5k+9e+ZViYblY*Yl+lYv_#6(OjqaxF9%4()U6YYo4F1zRaAAe`yevT zfjAC(+Ile_SQI~|E`q(D?;}yqZO>`!2;rR<=Qx}fzl5n@p%a+5 zGS+MR=krZsJO_*aE5>I6-<@S$fyKVPL_If4uRgP|tI4)Kirs#Ku|xF?n_n$KAX!zUc9OwkT4I=4yYU%_p zUq8h`UAb6t7dnA`6Nxx!ouJX0wm7mGt?P$CC&*Woi2A2a@b<#mAm{{YttBG)JHZ)w z##fnFR;$;C9i^@-5yagI+K#tHz(pO7?1fJ7xr0PV9Xmnmu`eb-C$Q@x5ytKW*E1N` zzI^Ue`~WuQlAaO)QaZs8lLolOhZd$BgHG_=N+PMYoq#n!g@I%5Kqv6FlZdUk6DU+D z;2q!7LtNWKCur^<5m>8EVAtX!?tkT~99b~l$T1R`yp~YkhEsTCYd0O}1a~J$#MG@5 ww0z&~4eX4z4<)i{u`~93>Ann@oy;9u@$j7K;^E}&4liFlNlta;#7%$Zuh^uQ zj=Z*fOP@b$V&F1smhWPhS(_V z#9WWdnGuy%e;LlhK2*sK2%;E<^7`^^mbiGh&vx-~_he6Kq0)MsP@2?29rM4it{sn8};UclxuD7x;R(__)q?^7fs%z}?&XKc171`vU&SH5sQc ze!ySo7}q5(a^?>xXm5E#c@+}+-+%W2+=9{laE@v^Hcf2);+B70ctS3%n8KOJ_mOW; z;ygU(%yC~h2Z(>h!s<{KGrK1ES5a45L!sFEygk}!uEb|0T!DpsnOgP zCLwZY@li&<7g)Tmr4alU)@Tv$7dQkgY^F&C3wD&W7#8U(RJFk(-<2B8ZIQiL1}&nT z4cCE%%R&mlZ{dd)-9xVyfyMcEszQsVY>T1HYf)A4&>t+Uzf+^REnJ>AM~f|?i|W8a zLAvw*C%|tJjTYV>4{=9*-)|~}$gnLYFfCRFMVnHK%0Z&d+{M@=36KbqU(%Lz%eczMlG0W7*GQV4#F z611>fIieF-^ht9U&O?@M;mEY;Gx5NFu;_l58qICt8_zfw83QXcz~Ws2h2Xc47zp*% ze(b_#V3DY|UT7i5wqU(Jb58tV1s3DYsnOgPQZbCz(cT?9xq?Nt4Ta#hP(+LPaTmUU zMclxBLJN7eg$?ss^xC3%11u)kQ=_>pOqw>u9krm9=TNY4oIoM?E!5GXtHv`|u=rY* zD70wKwoqVN1f*Xb4;I@#P@}mmUO!-*?m&q}W?)hEgF^6I7^1~&8z~jAxU()-XraKi z_}-jxU-nJ&QXp8wY^6qXTcpfjoQo|TrznEOnVl4Z-@+O#vfS%ugGFq|N})vyw#9Jf zwb-RSCk`z3Yf_`REjC0ju7%E-pe10jQlCQbTR5P_$!%(Lz~a^$sSrVTw`5!NU|Jlz zUR(th6Kko_+!h6+7_SBgT&+G17U^{qg5Sa!Ew0&bYXTONG}MF^t=JZo%pEmz(-nKL zn6F2T=C(L;ig7I_^#5T87JW@A1iytBT2vZ;Isq2r;`<6M6xkM*%xf{s=w>^x@VrWm z=C%lsVI=Ln_sinI!Zn>j@LTwy#ew9kWnhuhcZ|@YHQR#K-Ckeby#))+LDXn&i_fbV zugs$dPd@_|ckC$yzeONglxSDC0t??a^Mn>kY>S`F9c5?glK>W7K2f8&ErOL9JIW%Z zmo`{r)l&$5i%_&E$oZlG7H*F>2rb&ME!>zpYKzI1MPTvx6*ZdM!Zt`6ThD2t@_MkS zdq*MoEh5okx{IbRSj=9!UudDswg_cj3#EBctHGjp9W|QULiH8nTnxGJaR*pD*+L=s zEuzsv(&%6O^xQZaA?oiQ73^rp5fji`Bs5+i_|%x5en&jJu?H1r-Hg;S*0G_$^Y=Vt&827GN>#p}Nqb z1KXlE^IYhtZNt+YQ$mgAw$SLvcx7Iil~)87)#Vg|-{Lk}v{~`S1uQ-%TL>*WvMoln zV7#VPUY>6T*W&ptYBaZn>nO%MIo4n5rhtV{4u#;i$VH3kh5F;bLUYh~p+zUQMMvh2 zs`kEN0~QlTQ=_>pM(<=~l$UIMTd+u&OdyMIn%m-4YsNb{?`B<10gK`q3c+ttf)?G>GZuh_()vw8i_UC|Vy1=Rf>-$Y!^t3O zG`GchC&rHIqo|Yy@13NsiQLZi|fV zQuqoadRcuput=OuA^0t7&_Z@-u{K8Z6cgq(*aFWYjS%p0?_n2Nt@+DFnZTB3d|{{8j)K zl6xl!ExNNU0+|+O*0si9p%zPx=C)W=Adg9V&0@qoun0a!A^0tn(PHGaU6;UOP~SyD ziymx?E=-Gv8(n&WMSu-8n%m;iTSj*uo+>#JEIyB*5d0SH(c(?j_nTmm^=ymKLW^y& zo|#dJHFqz9#n%dIG`Gcv9*oztv#jd(fW?WA6oTJE6)mpYU5WsUl)xCFMNhUxHS=1m zf3*|);>r$cG`GdwVT^NOWjc5hSnS?QA^0uS(PI0Q-ELrE5}6{j&}Lg0Ft0`L8^bH$ zS~NLKjpnvkJC$K^asM-X_u%IV3c+uoi53%UX1xQ8ox_TR7QNUO;c|?mRopb*87yKa zQlq&ol*Tho_etHXMQ|;)xljmxi=Jrl%RQkAEUy3lAhgh7TTEi^sBs0-E5IU5uJ-?< zxh0G~X`hZe6y;5T=FC7nd$z(f>3xn%lz0 zh4JpeIK81?!NTeyh2Xa^M2i<@S~_46zM;F&LXT}xFU#0bdAmJdfkki#HJaPvm^tI! zgWkUe;rmhNBPj&Gg)v(6l-w%;7QH+N2rcy47897KdsSNN&0uk6IW?NwLbeaX;*I>Y zzHlvc{V4>$g&A7>&Rwt)EZQ1Q5n33qEhaK|)RDIx@LWXnqegREd}!7ZyL*>*3@Wji`zdlwIM=H(;S1PL1Za*f*V#w4;8F2>^@Tdnp9Jg&kTn zFa6LHEbfm@6?*rYz z;>4#%LJMQI#W$u!*b>X*a4lLldHny;+!moBjMKgOo)v!HT`Nx^_$?gJVt2*hw_wrv z`BS60E&TNv-97F0nhLOZ6HFoaEheLd#h5f@u;_kHOK8!T zZBfL$7Naf}>wrc46>2oM#kUNGg;L}gH?SC=P9gX$9MK|TS7<0$n9m$2v@l~^STL_e z%O*!#frXL>HJaOEo^%`BQKJ_>uLlcL9}2;5;fxloOwNRZMeWXMLJM=YMJHzKg`fHE zh!%&a(cBiTn=)E&?g0a|=nzLC_$_9m#d-q+d~dL)v#-#?f^E^0`8uj}*K)kqyXQ`g z=C-IWWL%5p^NQEPwa{NoA^0ukqD86fVNJLen~sGDE&8!7Hpno#Tis~C16+%;bJS>V zi=S^97H)oB@LJSeq7eKR9%#|ITlk~J zt*rWJxE4oi1`920*w^BP6vN_~^wTzQE#!Vsqq!}PN-*A4>$&gXbFkF2--EU(Yii4i?uZP@}mmq(c}MyH)J){U~iG3c+s?h!z`~RO|qY zu{Aq{7K7Oq^O`btlKq6>3J89I%^j5@rX8qIAn)`oGq4Qeg$dxN*5C3{^u#sR~i-R9_1;DkKs!xsPws^Bs1<%D~iFwE1T0AkO5d0RwXkohLdj?pfYP=9y z*s(3vFf9i52#ErVce>PQZVM|L#<@uDm--kirkhX*ev44FXfa#~chvZPbwZ0_Y>R=+ za}ku|upBIQ4yHzPTb%FBcn{>5&)tn+(PuP;;J4V07M6XlXTr5`ZKu3b(A~q?7GLWa z8P&mKS}a(M(4aw?&6ujQ0i&CRoLTMVlH5!Edn(En;4!nuEo`bwh;~_G}B4UyN&U+5h!W zuz0hT8qIC-tyvem7C)cr;x{N(hf@fCi%7J{IksawSOgAn5n7C7TNE~7WYnPZLHEJp z$rx%hx5f4=jHK1uIXe=r#c&r2!EX_T7Lt>0;46?4`;|hAQEZD)=BvTsc3vf5F?k9# zn%g3Eo+@68u3atg6S1&a6oTJkFIo&L7~C1I#f$Shg%+dP7S7C!s+<=;4J_8DP@}mm z0;Cz;{qX3c1#m5*(1EZgGbS4KuP{Wb%C8GTKj8qIB?H=fZKLj!kx z28#?O3c+s?gBCZWpC5%CHS~79&|)0h;vmz)v84|FE~(9ZYBaY+#uditE{%J>0W3y7 zrV#uVN72G{$SC|C$mA34b_u$BJljI|2jg0(bo`bE=fWp}8qIBS@2EPSi{6IUjKSha z3Weaeh((JL*B*9(YvE$jTWB$XZPAN)x|dox9|a31YicyNMUq@+w9tET3g1=RXGbCU zEl!}ta@&ntz+#TPz0hJJ+hR1cyAz}2@!f-i%G79Xi;-^`?|~F*yW;OyCDbSczr{(k z*buQ{Bv`!ppv6A*8Tc!bzG6x@p4C@Bv|aurx5%WDQMBMls^Mn>IY>UrjjB~N=WD$Pn z|40!vn%hFvN*}LaE`oEUu;>5L(P)TXZXCT#NsnScKm*UzJCV z=C-hIrGwW(_td7&U{UpmLhxIpqs8#NwfM`06}K-5EoQSV_Eaz|x;vaX2-m{sJ~f)# zBIHPSw7Bdt=>%Aec}yYrEpDU58L3Xb@Ql4VE=N)XeesFoVP5t&h4?YdsRMnD;1P{K z7tq7GJsb<{(WBse^-|Nnk9He9Dd@eN#WI?~FH$!M9{4j=|6C-9#B?0@ULaD=@${u) z--jr&L2Km{5c$=E9?mWDD*6eKG(!wBabDj;`bfe94?CZxN&oZ+%}gCl33y!O<_k2D{~4Mar;bBM z^W}58!A{zJh2{u$66+zFk4D`=yLSiTwpjjM_1hN@kCltOK{Fcp6ipp1H%Y_4teu~8 zo#Y&|Xcqf1ni&#r@L>6@_->4>XcD7pzy~^359%paKt8ef5o|H11)V=|}F2f~*|XJ)uX{p9l07b3BpD z{NhdAo&ImSuY?`m#gHD(ot4!Q<(QQxZl?Rennak<4Bj>IOU5;k%+hTEBJVr9;0TBB4(`ZOTp`Yw%i&OFn49tPh zAD2bbM1_8@)C8Q@+1h=!5c>P`XwpB0{-~K=4is>A{N3NSB# z6326p>bB>j$g1q4zd+>L8hSXl$o5@fD59`;t`mr)2ht2)5x;&Y5;CRu0vxhl9nL=# zh?KM!75YhPak$qcdTSqn(Er+%2JwXc%_T9oF8agsjzj3HYtxX1LO-d=0i4nXH^~DK z`Z9(zO;qSl8FLipRkEkBC4~OgzBK8dLjTnEj~)>E%lp$r{?H%hunHZ&bv}N_sgTxJe*7TXuJKnv#GK@KHkSOS z`?x!stO_-QtepCY9?qSWZgxj7EBg(8+5^@kr<7*!u1V@tT$6d5GUPx+AzPv6yFa%q z(HsvmQnEjTB1XeAcA!WRJ)B#_;_@{V34CVO5=7p20bex(y7jJ%d?x#82 zp|7^`5ZX=j*zgiUf5%ap(a6vbsd2W4&|iLvX0by**t!t2TDf%+zTGHwfgUd+^oJg= zM38sXoHh{pZpk!A+|XxDZ^0_Bju84fX*9Lr&>t<+3E$0nJo;)Sg#Mr`nkQE1tM9yn zJHpa%%sj}2{SRm)Z!Sb{z+C9R@pBP`{^ch$rE#I};-NGLvNC>8jFT{8I393yYe_cl z&i$WP7eH33#L~mLv(kHZG-hSUuTA!_CSwz62LGA_;hHGrxJ(9-`t<>!0+B$DClXyN z%|emtmQxf#EU|IC*L@q~U~m2J2#HGR4kLg0e$KegIHib3QO_Xs4{oGs zqC)?~#bBJ5y|!~Sgns7`n)FYhUs4g=8$w@i7fs|3eRqv2JmL>kdxp2z{+1G^3HBZ&>?aID~%ZlQfGR`VXHs#r^2q-&-H{V{JS=UPS13AKV&2 z5&e!wKf1=zmY8sSSsIl(Z>^{^sM?IzZ@Oy-oAP3Vr7_O>ox- z?Q7!&xiBr4M)Kx@*->1+ABy=4AoR@&X-eZl|HrB|_^wD;ZS&iLi22F!tgQj_VsUq7 zl$A_}9e(O3J)Ao$&yTo_S(!XW1B>vmv;s8+-Zd$S!!_x$%zZqB{_S_~zX?QYI3A8< zvF-qhX!~XM1(CEmdN{X;TKQ`fskD_C1{Zg`bPY8HUJ<`!6bXyXc?^e4?wCT4>OZ$E zbw(mX-)}7LHJL0`SqOcTcpAhL`tnWJAoNFmr9t9`K5KgGU(T(B(7*7DrZybRW$%*uE?yMX$DHXGFRGVQNU`>WN(G1=-QNM$0BE7)#H;Am=;O-(2DdKp- zQElOAJZ90=>%W7@&k%Yzw}^2CQk3&CjVPgnk=48YFJ$v!<8qpRNv}pE8=JHXQoJ(jFN4(uS!;5c;F1&^)n1KlPXi z?g;CM8~q>`+RUVpyty#90+;XUq=4oS`X%l(rE#IJdpKngWaZGQlDh>Flg;tetMnmZ zxH~J?>U+ZuPjsV)b7y5o<~JQ})3u+%n*8*n8N6%aT#0L9@icTKh|~mBWeP-6IUZB= z%sU804rffp?_BH%rH6Bi*hw?Kvbm_+{Y4AMxAyRE1Ev{7`YWn`q zEz5HoQSIebAB=~_UZSfHw3qEy8pP9H2}ft)1$OiAi0@O4|3yO@YOi3mwK%2K?vrAn zy>`hQrrboemrL40oY(eA_G!>w@hxf6KegBWPis}6y)4_&ME>@=q&65Gr=DzM2WPuf zjplH-*R$vVw9{QCzXsaNyeG|QWP8aR*&Ye)Wo$sR*zGm?@OV5}(T3-IVLv*U(&I(6 zS8G*Q1Z7@das%3{yA=%*x4l@?%l2Qb4DIDNgr+v!ULhOSV|#7>zAhcwD}5x*6RW+> zzLYuHV^&s24QUT+vT6;@;9Zkw1zeMJ4vH&5o;wn)FYh|1{cu8HD~DRhq~j`mX&Lw`D28yYK~_ zktWUI4*j5zHE3t>)BGHSzPAp|Xk_ST*{Pp_(6{SNv)G|O{>?(n>fm}0ZP<@L&FJwW zLSH`E4?zp8UnD^2PqU^$;)XtJdhz=1Ga&R!>}YDkp})d03`2ihhtD@5^g|qIo>-wT zF=!zkMD4lnqaha#Poj~$xnS28bD>+6{s##C;WKDT<3c~o=JOcH%AAGDdjt^^%JIOU zmMs_`SRS%<=n7fceK|dxJ1e_MoWZQTR99I9YjVwxX7H|wwJNSjT@TlzATmk*=N*B_ z2977ZSj8~j4(^k7ObtYWROsQ{BK`x8p~$PFL#~2IQfHdME25~0A|p#*SHU40?C1Sj zAaZM*sL*#DeH{1NnnY*(%R{rb(;%MEe;qdhv$rK8F9CMAbs9aKJ1fIgwqRDiT{AWxvT{)t&EQ>=5*=KVrr{g$?VV;l zRv8OKsyH4tW1GhK=j?9{q3>~)hBOrVrDqsD zH0;G4I|%*aB$_5F^yhdp%4pw&T7L+Avs9Y&PoW(^ANV9g@ST6V00oC4Dg$2AOsm2BF_Zo~AS|^eewpdk%~e*KpV zI3=t3m#ZN3=boo&qC)?_2PNXXl6`MIfY85}Oq2d8^yQ}ih=lxmXhtJLfBVt%2O#v%J)v3b(BEFTA45N+>(BiV z`jcPM<3)tN)tVCsvYL6PJ%oN-B@Gfc^jXtet$HpPLjT=In%Z#aN6B8s&|lcPY$Sw! zhhH>LtkAa(JAgal&H`^c$c4?#x>F~bHy2LYVJ>({Rrx^Z=eD9LjSKy47F*9jRGVfgu62%{p?T3%H^-=;oMny`%(gC<)U%jJz-5W-_s1y>1eK3T+x-1P6H}qN4 z`|LL1BZPi(E1KGH=qqf=z|dbF`2pYFdETDpi52=a#wT${Q=n6IeN4~Tn$d#$+WyE26S(yKIx zC-grhcE<}mQmW+?2>m{{Xh=h$epAXXcjy4i#uMztp4$>Z365^gP-(x5wG<3c&8(%ZuA^42z_a(Txw&B8~Uv2 zNlN&7Lg;(Q)6|ATU$SEXhW;wICT-xA{yim{Csybih9=>zKOoum1LQ(TM;ghS3%2tx z7j8#{_(JGccBLte3;m2ugMUF*>g7Zp5kyR+FFPw+=lkOBG?=syKgb>Sh#tS3#)i2fbaBdO( zkV7cqGpx;i5UKh`Gk8S|7vsfk^`QMm5K+i+ZC3l|mc?&1TV!nxgZw3oB7243K)uOoe-y;>I1kcQgJ&p8LDWYaS06tvgNr!-Aedu?o@hx3wX{ksI( z>u@5yr!ZH}2x9@ql)D+rla+A~4 z9%y8Hg%wMDf%fVzOS9PRwb_zUI-5%}@i+T}ThZf1wAXacd~B~Dm1gguyHDMj4^6TkLOOy zu=h7GEiF6zF77KK{O3)1))cw3<^+UyS<3xzSze5g=nO6;1=XGcm+}o9E~Z20VUV0w z$cX?K`%+>&x66qIjGs?z>{0RzTzk_B)P# zk6Z3#ihggbqD+Fs6aLz(+vD1NYo4H)M^-uYKKStv+^lsi;0?A(hbKH)i<^-K(8nC14KM^4A z1~{2D3I)p+SK3+qU3%wXAFAY3ei4vHR)ETuK3|Rg!uG9SUm+(e6HMVajyAK=EAkvHroq(q4U!Q@Se>HtiM zyJklC!<6@Z2~6XfK+e0%NJ!7_mD`R95~nzjBR$t;y5Kf7nPz7Ld)@L2F`hd;CG66$ z3D&k7z6sXF{TBh@U6-UlTo=P^gIsVqrM$FA;F24};i4cp9$m^3J@G+ukJX9s+%8qY z$>{R)s)-x8_-GRlUYF<~beT4->uES}*)#k<30zJDi)@0ot;=!KjW1hT22HSXE)>Sf*RWwxG{8#)HNX`HhdtMyeTn07*k?p#odQ+ zn|SaWfoWV5j6VCQ8Kmc#oL-6_|Ga;4Gn6AeyZGd4tc&a`0>Zm4fuXoAd5#i~!9^lYd7!{0DV)RQvC$ZGiEdVc-{sH0K#b>hsou=^ zP)2rW`8ROsltMswUA)54MMinpGB|K2>=w)xxIEn@vI+WpWZV)C`zMUIs*c}paRQp)(NY5S zPfZZy)=dkVV4xp?AyKkEcd&^eTVG_nb% zSVp#iCa8@dVC*L7a_}AI_bSzjW3VyH4-fzmO<+6c7m}(iGxk9fgd8JC;x++mf}vf1 zUxg-EeTKj`+yoV6j6d8n|DyB;Xo7)B1W>Fd2;BJzH^w!ab&`-0OHv6YZ%SO=g(>0i zcCsWiK~4sNX%02 z#~;yyU|nXPCLp})GC300<WpWH&(H+VV+ow7COD$RXaZZM;LFei9_I+u zKQ+N?8-uyf1iF_9B!3f>q?|@geY0sva5`+S6Cmy;`0hLmm)@{bdnagu5t#&}kxfuI zab|O9f)}|2jNJsoZ!jMFGB4NXCTz^0A_5?y35N8M!7aYnwU-(+L5t@EN!%u2P0(SC zbT?>%xn%^l;U<`RM**MlU1TqH8Jgf|H31Z>2}+_QF(uw~+B6zcBIOIges1C;Bukg7hrvIroJial)fH($lSg(F88Ntp>whKh>KU&z+u!rSIXo zxIC8W0qY{skAU#5OV4Or7sKKQ8^Gn6*=VItf9`JrV>nzkPTqt^?q)z$6}ZeFOpNDt z`PqFpx@Zkbc>*qLM-mWT7sVKKxv+h+4IH?2GiKNdTy7i_*#v#g*JB!;DBbD{O;Ej* zAn`Q8w4tqVZOR7RD1s(P_9G|_HNk7gN}N=Q(u*0;1nV~wI8jaTZD}W*nQou58PEiC zw-cy;Y62I}TzqD9SQLTeZ-Tgcj2~?*9n_{4c2vt40>s?}pLPvG!Q6qSub~MRoFpKP zY=Vi}+H0W+!jcFWy9qpNrEp`ek!{lrHfDMn0T9sy@x5Ch>0oNvXJ~>)*#t@4CSXl) z)3(X7&;d3WXG3V};a9EVGLqYLQL zdZeW~xQxF|jOTW_v}!h9W5XuRMuE$^Tmr)DQWA&Pc$8GfJ>arv(&IRR%d0aSE{6s? zqD#?=%#Yww{)iaQ?NX(90bQ<~TC);dr^&X@+a#Vc;AJt!80GP#S8r zyz**nHRqI-9iY_)+7dWXt+rc*@wvRk&DVpV)weYV+62hXU*vH4k~0KdMku94f{ShNEK|pw2A}^v# z`}OyqKoiJjg=z|1jwgw1f&d+9oKUUZx-huE$$vnQc$z@dn9&3l$*;ab6GT2CC=E41 zxhvy6-{Zw!jGze~ml8NpP0&}9@gCgijmzVq3650~sDEk#{Wx0{Xo43X2qb?KoEdr@ zn?O3L=osv%^zQ_Sy9r!B_rqZm4e#y8l zSuan;K@(J0ObMu z_ZqtN&Y52c2X2&nRJg#UI8|g5yjUTF6YAi4{1!BUnhHVUX#$&d(zrH?vOn>iF6Yh! zrJ*L+x%w+cWVbcR@z4aDyAwE3O;CTiHO_2&RsTKE1l{xr)IT*rlIExu&;)j-1d_iA zP*5TBlo2$6;Sd7S$R_Aj6EzB&z-<%(V>iKvn0B}^ z&pmP|g^lSxkpPHjf<>kpNb2Zdr2tLfGo2ub+XSo$-s)p=2%2ER90J>L6Qp14iA^wC zd(jtYf*qa&P^>1%Ki?G(<+~Mkt05&uFC&<|DUpo-0>Zm44mWUJ z@;h8q0GFmJie&2P}jpcyxv!@iakmDM?(LU-QncfqR0w zM1s;#6YLvOhY{(Rch?4*z#xUdiE4s&$%;5L=Q;N)pb6I8B2fR-1g<_Ga-azkvI!)A z6I@ceg_^ZGk5XYr&B`Z0+)dEW(i{b&mQ|)h6HIwRKpNQuUyrpK2~Du(B>`hM!37gF z+?WAR=8S-iIq59{5YYsgrrJmvD;=B;OGf663kkGc@=vu8Xc?Z7*1t6Z;4V@4Bep z!F91VE0715gLXGY30yYZ<8b*kGXjrXmo{td;oMfwAjWgMbekW7E`H9>V$bG&Nf+xF=LO`vgvK>bq_%#P0M1x>L16oKS# z0{gz1*aR))j&z3|m7hp}xSQbS0uvNGHRe`xXo8U`1f-Eou+Aaw7Bs>5TLg^V1iRB2 z&ywF%wj7(_V>SU0(FB@(4RMPn-mTsPO`w@iki=~Q)&$L(cf9~jkp6_gHrxb-2TZXE z7WMDf5}IKAD*`B16DYqo#Qi^EvEpDziJNZ;CT~h?$ipQJt$ZO1ONY7ngZE%}b44(TE_PWwsVmxqS6#*QMq@ zuFIX8nh)R-T)Ft7z@_RThf7Zn##awt8pq&YG;?g~O^@exDZb43c5hyIJbo7Rq6Gor zbt!s?E{d%OeTOEvf9v!sfy?JdBAei@f)Z}Jz`1Q=p$WW;2og^dOgFAU%DQ7G>Yxd# zo)eUYn!q=>3F3Bm?bL;P0>w83PE-?oXr+KVP%G@x7ia>__XO&nn&3*6QWt1~nO_Jb ze-q3-&v>L&aM6=aa60Z36i)?z?xv}ysS0Q1h={n*oK=R zE6fU;;Fojn8PEjPS_Dw6CUEpO$Ng`s=`aHl@16m{LlcCKB1k+<@KpLUQpTkv zPl6_RJAt4y)C9&O7~c)wa4(`4G=a%<0w<~o3|q+IRSOv2b{;gryV(TlpPC?I*}j3$ z1a2M#lD`S&N!-JGg2B2+7s8G@=}myRo8WK+V_VJ}kaHKBAZ`T#X=D@hknqfaCXioG zz}QW2qudBL=CI9M^(YKF0pVSjP{z8%G`HLfF1J*R0tGHt$~auy#xwpd-Te4L_)b@ZDKVbgWtT%RUSqHE z?;^ov^#B6G>$0p2ukoq9J>0-$iD~L3fy>!S4i`lO#;4!DH~KGw>(b1I7|-oeY+Q~m z!QWj9z(syI0pWFVu0)sop~mkZJe(45-xRn!`Oifd9-QBZJ)O}CC$!4HLngGE#&v?k z(`q|@e?W?#vSkLeT0|y6X{gmUzh`_o>(tEVcz-i0kHCp)HJ8e!c$!Kh9KS=WSwA9B z|I})2A9TooR(n%IAo*KO``uk^HT{JqD`7{CC?`PNtrou800na#6;+|tj=m=#jchfU zRqw|`t66^~VC+^~v)l|fX7`R;`oqRt^NRq8Xtf#UgOQXM{qqO3+FY4TdW(zOYOD#i z&08}PT1{7xz&6}!k()+ftL?GVJ_fCp){X#*)oRO1hv9J=eo<>Tq{P`S1d}%<5*aDc zGf5i%X6+Cy0@Juwd)>BeDWvCijqneG#EGfqNYBSvF}O`%mi@X0d;PHmF`hd;Q=e|b zb$Mztbq=gc{!jwKyDoOsxV8Gs)S3-0JIq#UeEV~M6IsjQQoDrl`OOKv4bQ;k`*31B zw@aRU61qHZqOcQO?8gxhUKhh!bm=wslNubj9zUNL3tWOfifn=qe?^?oEr+8opb3^s z7tz=>)Ct9r(Fb)zp$x&lpL zuS%f)sR>*P!qlJ%Hfs_{{w7eL#d!Sf!MHvfVMiU*Awb+s@S&Fx9l)APa1 z7mRf|wkHbKrEn7g;a!*ZUvORC%$TqoT;{hh-YRhMtK)F#Jlz$KTyUNHZ8*2bx)S5L zUA8(gzTG=AF`c^n_F*n}D2wblJ5ZMF)I*iXer1HAr-%OOs zAxJz;aHh5rFVW5)qw#rA<_`%|=Bx9_fSXaWa` zYI-X)vI$xo(?1ON1kGd#7`q9+MKNBgN=Eu6#)>@1Sk8A!z~`;KV}g$!NRr# zN!%u2O|XrMRu(kDl`aIf;U?G}GzFVLFJi_VXo7881W>Fda4?^Q$LY+r&6$uA-UbAd zHzoXk;1b#gehh^skmyTb8rK9opXxc%voLQBo209 z-068lEeh8~(J#^$)@7Hp96br%bt$jMb*Y%RAsbwl8omE0a4BCW$$r;vNGjvSSB%5K z58zTckQmSHGDYDEx-4}6-V|I6hZ7Kf7m1<6o6F0|H}jt5;^DH`Tcb-meC$qq>y|3t z|J>hvS}!T;-JyWyYB-^oQQhm{o~EaGmu zOf`fii0w<@L^VOk4GG+V`(2kzgC1h=M2PKG8JX-6RWo1p)m0&Ie!0ek#m zN4Yu>Anqop*VRG6F)m)^&;+9=6OcwW!LD1utDy;;oCz4a3AX4kUddZ5l1zgpSUQ&g zh-iX%E5@HB3$ZMXg(gt*B1qyk0c(O|3hdpm36>JrhMOSlfHO8h>#|Snp$R0{5kRq; zU|HS_-2c`ezIKF^aM(;Rc~jz36HJMA1D7a56O0ZcFpX=1sNS6dAU!R1KF|>)PH_N7 zdPXNQo+5qHZPg>#>m~b%@!aY8>@?$-W%;QQ&af`ej}Z{wbt#s_b;2R@{(RbgWuuYc^5O$Ap4;Vg^aH%cZu2~3!DVqB0pWGYl}49OX_K_!z)4GM z1_)e^1&M3|$9rvYLN24Khe8v)X-|-NnxJ#=bEKqKXd6Nk^j0S*4K;zTE8_P08KE&mVh*}38b^;ZGk2T8bQF=O<;V5@#lA&Io`#uWw?$d03w>8 z^#B)q;a20&WD_*OmB|E2+$La6usUzRS7?GdCj#4W6YM-X2b-WMrEnxP!N|D;P`oD4 zbHh#Bsbb1`NQqmE2qtezXvttoXxKh{1x@g1Ie}?h6Lfgl%NEkp)^lgLAaQPP<4DgA z1E=CPtvplT3--GDa$-Dpdak~F0M|ubV;BC_olffr2=BVwWUPzssLZb5BGrBMErCl? z7>CPBd&WCmod=oR0vCUCVm!BttqbEBN{?$xPQW$3J&1ttx+KZsHTFL8ye~At&1wBV z3tS$Di);d`N)=q(xev^jLleXo5G0-^*gcl<240kX`!CQ0W1bR}hMHjiUB(YKvX);8 zgeG|Ziol6#f;am0=yyVE>H}zkQB?%$pPC>{|9D%tC)oLsK=L=i?&ODfPY@X&+6;D- zK^+0&Zi2GC+IYk^>_2V}P4M5>i|MV<$Rf}!NX8#rE|`%u6gH-r zA^{N51PRu2u?d3OFZd2ku&FIU61NFh6O^0t*dLnUR%Zg+a1*$lS%^)rp~Jqm&;*;i z6F{+=KzH>5+_Z+fdsRV780!&C-jtXsk16p?(NPteK*N~8G_DC0jz?XE^c*;RYP}$F zPVVGL&zlDVaGRcgZHK=IwVyzY=T6UNbtiFMen&3xf^}IpgMjd^%Spz%bToYy#h! zEBM+XI*G_ncK96k^QO>lD;0b@5o>{BPq?=Dsc*1*Oz z+fM*QG=Zs&Cz7V9&-8{SSQ|r-#BBoB1Wnex8U{_^8%JOpZi2N*zSsoDru#NR6I?t` z0L5y8;-5=!(<&d-#J`zll}s>sQ({|7Oo{VntG+-J=%f*t#x=o{7O8h3J(mP_aT6p? z_v%Z*~qds=V&k06sC&qK9XY9iaT$ja$&6`1bZipfvyz3IqSeNgaTeZMt z#|A-U5fgf z=sKmn{d$aAy#kYxq1C=zBq$BF+U)EW zh--3s^>t{qlxqY|RI6=s`--T{!IOVNtLbMDsDEm;vlr&%L#r*%A&~s7rgY>fw%TT` z=lF}ifdvGJyVdTzU~Egt$4%xyt9^e$KpNR<-S)Md2(9Mul7O*WEpVY5c9Cgp!gbh~ zzbgoUh*leEy97yY^<(kV?>RLDN!(UrO;CMn|BujWo4yg)hFk4?#wu*JX~T2pL#w&} zCV*nKnz79q+_cK-!I%=aWtP#$n>Qs=87Xn9@R=I4+Oie|rg5#-)->D!(lgI8_qQN% zYGOIk(^{8tPtf~vFMQ5{g)cFlJ3VimzlH0v_v=(YXoAhF2?+1HcqwCg4vOf9Pc)hJ z;F95wKleAUPI9=EeTu^-*ymYl15MyuPK@VvseQR0UAAgPmVt}<2Li(DGP^Chg!goh zfdkia)4st1myf4JHbLPaHJs3n{%WJ338X^_5>FGHjmSpI?XpjJf8!KEP#S82ksld9 zLmauub`3N^{(b@{stMjrXZ$LC{;X(sXo99k3DiF|fp>=E7H9(JQv{N~3Cae%!X}6- z55OmkX(kXL?k4aG?~2>f-)r$|Xo3yN1f-EoFm!8yFEl|;8UbTBLC9|p%s>e+lI+}{kzB}n2n0c(N>CU|azCMYQ)unjjsVAVQo0>|>l_!N+S zB?M5cCb;6m_)DNEeLFirN+i4?n7k?Rk&zN92fzA46TGe_FpX=1PHVqsLK7@*cVMm{ zaf;4zr00H5#%*}$nNF7=Jp=WL@!aXz{O)axnPK^pF2K6H>`Op+*JW~hOi!D_>L=iG zb^Mmy0+;Lr4wtkMW_aYf-mCizF6DEG@!T#C6d7*`O~1GM2e`cPA|Sjj_8rmXYj^$8 zaNwq{zkWgBax_t76D0Ll#l@|#p3nG|To6IxX#!g*#)ta$J<9PJv3ffQN<&RhEyei3 zM%0qCPS6Cuq6nO*Ch+xO{C-ciccB_I!TLi4>YtjRxKm;tG(k=*fowz*{4zW<5O!4Q z83M%J1mRYUKm0fDn~Wbcf%-)P(#R&z$UW8qnxI<>0b@78icoLN@68=AWx~eHx=8>; zG=Zaq`-Anq-JXu^PHO9=7)m95{=! z<=q7?k5WW7!HdhCaY74QK3EL*1ZOh{5>FGPEMq*pareQ{3Ha{NJ%Z9u6FhNfjg!ji zkv9UGprVk#iE4r!OWq<%;m5YG&;+s13DiF|!JV0!)1V37mJvw)CU~YNejy-@Y=Rc4i80Uwi+>R?jwa~30`vQ&Y$7&6uuKJW zV|x0ycsR}e?+;t~xO*=A|DU!xc_aWy+q!LQ4^80Lf*^_A1k4HU?zQs~G(o5`fo-@6 ze0~LD6L@<`c|jArS0#XAHNjbn&A4g(eO_OOl(?-)FnLpAN*7Ftej9q6hbHKzOJEw; z1nYAX@w-F&K3iG{5+^p5BRy~IpN-q}sn%}%^!wItVmxp5o*AF9gZ$61W6qh-`wSXI*jAJ-Po3|ANqrg9M4E3FbXzyn&Y= zS>gyy@a;H3X{ZVM`!Jed*v*?d&;&N;2%M-U=%`+Wek;u6@NB>Q1x+w5hk!J)33^1DjfEz#Dj;C& zCQzB;hxxtrb?F6oiDFhv07TpqTklc;|USDowZdV@e02aOx~0T>V_%dHm!0sG=Xaqc{(K; z*92PeOI|>FZvCZjSdciOw>i>tx)I|K`Hr(Tz}L|MaxLib-09iAV*wuKXWMk~Ia#Nb z2ng@GC~D%mgy`$M1{eR1UmgftHe_?S+;%Xj0rV^Bfn&4#`qX}OBo^u+SASZ*siE4sZ?HNtbe(sV2xF<->AyEI+1ZFi^ zS*n5O)*Ax^=;Axh;0-N@xPtR|KSyO;G96cRn;h z)LR0^Zi3wh*JFN5HdQ_g8*^YS0T9sy`Nx8gBz3JNq-T=FqvnFd`SxGpu)YVSS$7n->AH2H*I}#}qt0pVSjZ;W-Z)!nfjTrO|8W+`x~dcfgg)2}VMlzSy?1DEp=#CUF(IotBk zMOE3L99%vhARxRhRoZxs_gz~%7F;^DINCxNJP^%TKYlD+|zQ#BUTJ4oGffLng&XR8sr7)_n z5L#_eX9D$4t(KXl@fBL_kS2lTZ?%y}E3wtWrgT08J8HKM0pf18y?q!zs$Edr!W&vG ztv3N_WUCF{6sHBP_Sl?&v0JUUVk34@P@;P%Y|KLg34n-J``j}WNje3x_}lMcb_7Y> zR%1=jBx~zIXf=&-1h(N;+Zwe4TP;vy`2lFPp;HNuWfrMaJl`Q!)0y@#)EhEj>vF;b2~bl z7|-o8Xa=JRURbq?hHLz}fPnD2+%`a$Y2Vh5fCFdtb!nNvC8k7V6Wk5bz)jcNbI&zs z0)2^PG>NAPzI9{#d}Z|Jn#0fpo0}1ohMJ&KS{Wx*=5S*@G(ne^1Wr^Ftlsw;QAd0> z-hn1Ku0o*xsR{bN?1R7a=&MQ~`J13^5TglJ_iE+@JL*d}0>s?}yIL`t;Odn;4QPVb zy$DDnn_$jkJq2ijAR_|CZi2qOw_tuh*O~1M8}q&y0T9syJx=UE(rx*wxp04TxIaM> zw+UDiOemk0N@a_@V1oijiTR;;;jv;_zHG!hhZrrpl!rw?iO3a-~FnLo# z(-2c)TbX26Xo9er1g3FK(6+7nR7lVK2g_Uj`ty#;m6sgpS=AvJo1pCCz+BktL(7Qq z-08Vs!8u%)=DX$6U|nv%Cm_7*a>WSOrC;lco!~NBW99&X%h@*^E*dI6=u#1VJqlbh zh7#ksUB=8jg)ZLm+wqAe?qdiDuglp!=(6NpfeakDK^c1|3S0`yMK(b|bH+V^UR_rg zXoA{Yg2dAV2L9#VDJL(->{>Oe5T8lRIF9T*Nbg* z2qtezOftrlNW8p11)AWT5rJu36Fh$JbO_ROvDdJrg2ah=%aNYDEEt~?Og*-$IqdbB z>xuE)>6zzOK_Z%*>=8V82H&5Nx z99){o>eJ)7U6w6QMwj)4-)Dl$z19ST*Cnzqx_GAy+XV-1%Jr-10+%fxL^gq1)1EjX z`NK2!LK7UgLy&ly;O7&@4;kBdpHPP;xOShQG}Hv=`Y;|%l4k$?8#ICUV*)3t39=Jk zqF+1d8#kZ{)Jh4|KQ%%4gAjjc0-Fi~$=?JKq3^K?y6n^6gFC8*0C6{g&+$&UEstlX z`9l+EeI+1`Y=XY$&d!7;_*758*iF#$2ID=Q@E#VuVPhU{n!?zWQi&^7f zugfhW#&f6Vz2O`v=EAT~j_{{BOt31W>2pjb`dw}SEa-}-kr za0L?Yt|h_bO^K_Pm=b4({ExHq@W<-?|F}p)5*d}zq9`Q|M2bpFLm_D^O)ZsZsE`Up z+9it8L_^YE+C~GFkkGOcg*5#>-QUOK*ZXzd=iI{|a6KRAb)D*`PdGY9v^D=T>au8&(%)7iwkfrDkN0#YLm@fl5JsRQ&SyU^?cNJ0^3f*<;=aidPf9Bl$7h&(}XqD*iul=)OidgyQ`FhPfN1XV8+bg=K` z1SXhvnIQR15O%c&&k3CF##+LPlD|zr+$LzbpLr<5+uHsJn84)`fkYOpZ-WD|f06Er&=g(k>ez408FAi98%BsGE12L1}0?f@o8D<)X+ zCOB$+6ix7apl)w4f!0?7l*k13olfBTA2~7h9JIvdpM=TV5*60i5=Y}5>%asJ<*NU+ zgmfm*pEhL(w5OVG*f~MtT-_I&)o((bNtKCJbu?qoc7dzLh3E|*6CXOs;HJQI}l+~S%?=(HCBjdTVc<=g(`*_xf zv&|sO!6qC3Z3J(Yv4b(oA#)2KIN(BWs`G@|Uy(hou@+2V`GZiznV?reE8M8HGcPRx6YP{#`xj4?31Y2s5#`fN=`olfvl&6v z%LK!`$NmHpj8G#;eiOX%{fZ`7&?)B*937pt35eSS<5HMM+Ae)r*b7XsR*yiWG{K1l zClbK~bGs3kunC;QnQJ=LZLZ+6L!0{$fCv*b?r{`Nu;x>P`(T2z{Rl}?69{c!gZB^G zg9)AvCRp(%h`)aVO|a6jXEB)I{%8V}$ONZMV{y@j3|l?{TH>}7Ve+0tk%+nM!&fWhSN9c*zFyG^70?T2`@t-(*>XPx??K$NVbC9xt z%b_PPFpHj5Mo-A1UPvIkS-OqDEL{~3Z3e5!hK<-P$nxU9EdMJH&L?7P448W!1{%?U zaDKBdnvi&`c53BCjCFO@k7Zyr#W+F{XSI>-G!d7qQW6bTn|^`dL|JX@LFR^;->Vfl zV6_L=2&!IIEB24TcfUX0AxM6!xhmJ9)qbiw;+3uyDFnoAwaf9$`Hj)DfNo&5!|4Pf zrPb`Ns_g-*mAxV`VXLLTi$E9YIBk6k3$rwz07O_V@$3mC#TW#cgVh#&BqT|#CbWT7 zbNl6h)eI^KR=m~nC&Z%FHZRH@0aklbOMntt?QplVxc+??&ujoK5!=A_-{H;M5>8A@ zw7t7=16WPFDZxl*wWMPU@GBtE_J#?9#);g+(Vq93Pe7}=9M!V|6I_{1#&fr4QUvoH z)cH>LZo#}bE+!D(d1*fq+jIN919o5nrwH};f-JkjII`%p-;G(^ou*uYEIUt;@!VO) zHfOSIYnI*-viwOP5Z)|mqcO{LEt_mO;8G6G`6kE`ctE5H++Q2vqWivJ62AL=`#2%- zm>_)(bCLGEs`pv59ay-Uw;dI2V|zClp+ zGJ)+}hx2fLv+f>2@|)oBiz+mMp>0Q5SWyd835eSSrWT9|!kRhb8-KwW1R|vg3G&_V>x{frO`|nVc$OJY=&f`J(Ct77Tw8Tm!!sKmyG80k!)RFX9X+VfHS3hf4euc!nZ=H*JomT)`Z2shqWF*l#J(YPj5fw-EXxZ z1H3w9X-6Qu^U}l)+taR_7JeD9t;vhgf-JwHII?IOjKD140(J0p z7EfTpCfKtg8vFa=SBGL)n3UD<@m+Y;BtVN1xb|K@@wC?pu^ zOmKhi9DguDg5{Zwg2t&h%F&*&I}C7{8g3l=98A!|o{Z;i&+606cU3iSTitrXr94KY2{vwFOmJ%2mUUo)kTZnDV}ixq;xU%fY6W}_ zO7$Y4h%}^6!HF`#fYa%?Wo>l(Z2=R^xKB{^GJ)6E_iexgtI`OP z-vpDYzvDTox!{6sXt z{0|X3zy!S-uKjl?N@Rj{vzdoU4j!6Y2`youNSM4WQ9d49!eNNb9Wa5eD#1u+fD#j`o~|e@29rNI_(#raC;RvOCiNUgmS)N-n8o_H>jcO$@*Ek@o#jOibJ=?Qof$VFOVnio z;mwljj9JnLYUIKJx4<`Km>^4Jf=Cm{wC|2hnPD~=?-LB&OGrE>a7#allt+KOufRFM zv_pg<&IGUIm=D*=E_24KL&J{|oG24qjAUL=Kl}aFPcXsK(*#v76LitM(*;a0{Q^Pq zn_$+|Uuc5j2XU=oMJ>5TK-?xU8r2e)rOm2C_`dZ0I|L%739NffLlZnoCNNU}Su(DPG(k-hL+o&kf!}7sIl;I7gv4WlImyha&d+G=d0>LTA%r5% z1V@UQKePB^WNQTH1QnwQPLv5kpD>?dT;}qyKbT;!BSF>61UGu*XoCrMOeRQv6KwDK z4Nc(Y(_0r-RNzbk;x>VETjuJJmGQcHaCInYK7mMS0vXMqws1}m>rP<8CU`dbH1@Yi zu$DY5%vmc5K!gd3dS5}3cb{UsI@D@CAxUZip$*);=n9&kdLzM#H-Txzbu@uozFJc- zfl&wnN@Rj}w#*w;`F8K}p(W1mCQROzaF~WIaZ6)3-X|yyCm88WV6aqq1hnVja?M+U z#yN4Fqdj|9IAMG0T0O!4NNM|%jOT98%{%X6Sv|aD`55L!xuMp-jo_V^6U@9U4sClB zvP@HztrTPlzs-?F{sr@%$Go|VBjLC;(I?}%vrL)8oZlGdbdG^6GkXvSZWn9<^G=EY`Q1X1ltA~IDp4>7e~@tR}GN07RHT{=#)6z0>;j8?FxZnnXyFnm}j+CqKUQ7|sdW&mdUwCMfl~jV4e}>?8vw zSU#TsB{G52(g(OOgZ3Pi_t8Mm zIHCVFj?fda>Oss!%z*9r_+8Z_MPxj8d+L`kFFI)+ZLJ0E`KN+Fc;_XQnU~WIhCYQX z9p5~eD9Gafh$D-V6?1jSM|;F~FhNA~r~k%tXK@TEz;Bp+$Z|PNq}58tG0#EGQh)pwthT!wA@NwvCxfw??#JGLb7)Sw$+wFNc=RWGY)yc{zWthQzpLGoK|<&8Q# zzu9d0ZaJ)|!Q%;t+iE2)jMWs?<648&0;dp&lvcZ){m2WfcF~o^siO%F^(iFfYF62!wZD7S6-=oRA!fcfalR z1HTHgrM!Wl9f~rk~BF+Sp&oL%w zmp5fDn7}NA;6$0=!jVTf;d{Dt)&vs-?k1>unV>d%OgWffe*{7Do8a^?=KRLGY==6m zsL*Hv;x@s|0gMTJ3L6as6I_oW5GhTt&&@0jOmHTiz=TcUpnnPb`>IlQYgm{oFB5+rIY%SW)yd0PyW)Pu>Gr^n@%qPrW?;ATEOyD(w;6#~V z<#Fcnaq2jQVPJx?u>@5w6F9YYy#ywZaVAK96ZF2zoD)>6pSA*4RIv*IahqTsYXZC2 zbC4jVPUTDBmfa6=x`+kN#ErRn}G?Q zdJ~eQCJ@@dfz4*L1QQ(HK(OLXU={TQP0(^i^ldmNn6ZTbB{D&-3-h$(oyRUmq4B=$ zAWYttuwRZXQJLRZ0ZedyKfy?6f|n{&KS6u0J*WO#&^XaW9PQa8fVrX)SnG{Xkt$pz zSSBtiHt<0GYS)45hgf~lTPt5XC>5nfQaH9&gI}5UG{4CN0Q|y?# z-_DQseg+dXsv;yF6X@=V#8^wGL>&SX82%y@aVE%^-2rh4JzejD3G(E2{EH{b1c64( zBP9b<{qVoCWfcjkUM3j3?Q=B<%0d-3E!UFo&BEfCv**TRcJ1bzNsu zFhO=dLXy-3LL2y}MS>@oK--33#hc)?eg>MLZh)~on4r%n0+h%EHpV%)Fjkd*k%g8R z>qwZqEwRxHTS7+3?kJex)g*$E&II@V*y8t~K0nNxEm-thD>&NoVGQ%&_C#Z6eEK^x zos8#h&*z3EI4`G~S1ZB1qxJU;~Fgfx59zhnLDvm6Hq0BQ~@u_QP zz;V0qDH+e5MJt=x#|9flK7lM6*#yFyMP@Z-NgfvV6ArlRG7}#OvRwKm(ggjJd*S2; zcvnvW6UH78sm{Z2uyHKhfu_s;F2?Ag8LmNxPS@nb|N@YCg|{$F@aW< zoC2H^%rPRUdYPc|Q`mkmL2pxn!w|pwJ#Oh^)$=ec_ z)?iE6XZ6$s6L_p97%5HA@wFVZ=fbI@p9mVK>c7SjdJd}Cp82T#psNZmVXb@3CF8l< zbHdxtI4`#sFz-wMT0$Va^HRmk%lVx*Pe7IjJ-W#>`g=}L^phitUZg7?a&sSg7(o^b zOER82%hH|96~J*aY8J4M4-X*_-Yi9HaUbXRTz?<3=)70%Daevr$B`wu>we6#e&l7m zlb={i#&c&mI)eE>k0>+M8pyJ*$7A(-9R|n5QohfC#H)419rBQ`PeL z3|6zbNl21fO=ttx4t(ALthV<7!HTz9cwjbK&410v_F%PVj|osBt66+wu7}@~d%YG~ zqR$J$A`y*plahk3buk3e|mrN{@{b5G&q2VjEnH=pkpWVySUBa8a^J(#8C z`nJAs+y-Wn@!VMstiO&~v>Z=bK^C_>0^!Y4=!;p*`Y8Q|18z}h$w@($g8>ainPAN> zGu)v4eY*OA33l%%BpwrdG~R)faVNKAf(fof5{ftz%qrGJoZVaZD_{co69gy91m>e} zBI>nz4BqotdWN9tWrD1(CkMg#jb0)_@|&RQcSGE^gsOynn3Po-xx4~ z!Ye|O)C9sCxYd0fn82)nV8xrDbWk3eU~`-8R$zi&MFc332^!w`hzsLw?16RA684pZ z$=ebw{IDfzR>b`Q6Ig#I80k#VNAbc}XwTt&)YAoxb7>1ld*15Fn85S=KKxpE%lTwH zcYEHtP>Azl{B-4Zn3n@f350iEa+!H)_58?N$kL(hZ`sCw&u?P4ab(Hs%{<-v`;5kO zIBr$Dkn!AEp8sZ^?zL(9ArG>I_9PJAEH5_TKDPE)hF7|L66G}oS)PT8G(pntJ~+8& zTxExY33?a6<7mZrM76 zk@y@`P7XoU%LJcoD}I0pjNTC>zX@jCk;82(EN$EeR+McS0dbq)aChdOhgS5BQ(yw8 zY66kc1bO3Bnu7^!eiN9m3FdTQ?o_ncZ=DP#aFK7sE=D;1i`sw*LVFO5bSC(i-N+r08No?kw((d6>oRWgvbTu*+To;mwk~5%+QaPo+z6z_mN9A0)`)zh9&YUb>p#28G{^ zybUIJ6hlZnCNO=x8!0Qats8*}3gQVxoC$m~J0mVcwh#VS_WR2OC&~mNlbA=4HLq@- z1XqWeCJ|Jmazc{S z1VS75(K%$k&c&73O{|;~7 zmKd}NTcV|N+umS;Pt6EMIumSc8Z#K$Gv)coBZ9^WIKa`Kc|&w?naYhz!1tv!-jMO! z?RmwQc{gHA`GZ)P7nhF&!aFZ_nR%HSwCECK>94pwQ;_A?L5?i`he9#S%a$LS!*P3A zn~dkq@_qsHZL5~yS3z{ zCP@8ENIWKJthy5^O|Ea)4<;D@jZnmyAUC2D;=ZZ=bc1sOt2%-cWrB50na^#`@3h|$ zOwhft*}s{pmkCUM>r4U@{P%FiKP0~iw)~dIn2VI#;LK{rb(2-!IGr_t}CHtX0^Q&AHoBX|^QgN80Jrzzi!DZ^&d8Z4sr+OV3 z&)uH$cYnos$q)Lu0ot>5lUe^Zf^S}AE-~|R?U8I8WU);c*n;fO~N3H+G7IY%@QAo``GtSRS+C-*Ug>X1X)T>iZp@3MdqBq zJ<-%1Oz_x|ka$es@rW^jV)$-7FhRE&gd)xaKPNEf1gr9Hv;q^jEg(2iCU_&qoD-N| z=(8G3u)>3&>SY3zp}xLgg7e-4$!~(U&dfQ1Oe@`Hu%c`>5)iiuJU=t%1ih}wyMPId zf(b-Q6P%2;>kcNc*h65#Ch+-@h5g;7^#E5`n7bngK!gbl9(_d8cdszKPtfuxAxUZi zp$#0jSK9zg5EM(W;!Ut|N*S8qS47YeFo9em0ZL?okexNyctHofuR=?_yGfY5EwLg9 zTcTj=6ueK6_kdueGeO0YRSD3ZIlYZn2pT8r6i0iGs$>3jM>8nq2CQ|(0c1RPd)hu{ zzBZBFi|tSX;hmRQW?tfQ_qsrqV;5Q;6J$v}&5>n#33EaA*uwqzmBVL`$awB7 zdrvX<3GN$b;}_wlrxOTomSbCRAE(&wwS)uCzH(l+AWKBNNE5V`AApN4wrbT(FhQQ& z{C^}K6Py{h2`O5WeMf)^jx{3`aV8jkSRZkj9j_*U368cTI8i1jT*8QsWPBUp50rtAyDSG2TrnmPDNSHj zp??WXklvTTgiUaGP%ifO{iCx+!NMG5O#mWHaArg)l9W29c7k()%%OxNsR@KOaCcp< zE|_5a7=jgV0>AvvXo8D}Z$^L#zK$nAiA=Cq=O?cJ&zfJSLF1K7B}~4S@Cn(9E%7GM zT?fty`p+U5=}hqI)|ctfo^Q5%el2L6TmLnV&=ax8Ixr7z7wIYCT~_zqWIT6!?yi!> zwZ6VaALr%NK?32M7nw+AUV1L^{{mUw_IaVy^zZpiLLx^N;|9NR_k>Sq?Fv@=Vok<# zXR*Fhhmc`|vprxR=i3qpZW)16I>nN^qjArZI}KnweSO zc5r?(VI@J;%W9`SP5cB_Gg(iN{8rmg$XLzAQ#}w?RN^KA;BWc)2|5ac$o5O@8snvuw zuzk<-OTcQeF$62#YKv!nMXRNL?6wT7CYL~f5?M{};~zYnoB|3TK}!T&B~0FyIKi~U zPc@6TV6~hif|1T@9c<2eKzn)&+3qE1obVeQ?WuZ&ISn5jQh@h7o=zjz5#r#>{XFdC3Fu~mtf)izem_dnnP<7Tn(Hu-L;tN65 z%LLDZmo)$r=>H%{eiL+?-4wU&y~_MVFoBNjo_~9h+XU6~nL}(<#$z)u!BqtUk!2quVbLjWR7pg!^ol6qJ+c?%{`Zcj*(nm}j+yH+n& z1`}*IAXxDx==h-qO`s(=QyEOKz6SwHWP)#l8er9&j9-k`!v~uYCSObV+-6!LeQmKB zn4pUl!ANIrH)pxVF^Q>}coE)GnP`iYQu zOrY%_fRre+pZIQse>I_qGeNhtj0rktEKdRxIQ}9yQ6{)N?>ugq?Dk-JFhQQ&*?%)t zFB1&$H%kK(gf$~beiIzgWlWHAqRC=7I-*(<5Vr}QMlxralQwU_cOz6Z2}DX0OgH@6 z1WYip1Az&f;I-BV>~H^jQDv|&=Nb@z2orovsYX)9n_-*41iOp~Nm3ICZJ=M+gMMIw z_Cp9(ya^u9|A8hbSO0SeOmJfq0ZL>7mmzX!0#iSime3O090`-RC32XSXs`OF9hhL& zWP*{-1ZNfXCSZHc)E*&doU$~I_H>=a6yN>$CAP5EyLgiE-0iv5_!l0`7e1VR4)c<^ zjzDSYS@NH8WN~k{4R_BXXSY1aGPx5O&z)s;%Y4l8Z06Jw z$f99PAiP=JcVU*8@W~Z$z&V_K6eh@0oFUQ#+Xh+S28AZ|`2i+)a+Q#HOrYN|2q|02 zJKNzoK@y>eGr{N^T@Yv7ZSGAl!N-RLC&~ngb!QPZY;fOgV1l0M1XV8+TxCTCTxPy zvx>35JLuTYfQ8whmH&&y8StqCpBLxV8+TEeG_X^B^*VKllOjQu~`g_~u2% zZ8x^(!R>mAm}T1SLP3^?uQ;-_7#V_DPT84nf-D`ElJVSGS}kPWe;G9JX%b|KSxq3k zS!V6QESV?f%fSJ+u5X?~v%lvz;klwsFw+{_XwK7>p~n}}61P1IOmJv2LDkCym9J(+g9)-+36kFg zt4*8XwxuXe^MVzX<3>Q-CXi2Ht|V-WIT8aVXtRt!q%^_R{>Rh61RkphOxOhBv1Qob zUmB(@hJ_jLLjWR7Ffr{Hl12@>+Y(Ihax)=GY677R{CL0dZ!kf22*HXs!N^N8Lu{KV zG*xK4+;zsn8OxT}rCqfL6O`{EK#5GCV9Hzt@l-pI0xjWlkT7{$LTN9ygw{LVSTMo; zqXZ+J3EHPFGlKTieHEc8Xq;=WIofm2Rp#$ay3SaZ0BgOpkc{VU&qD!>3G8NepAGXO zS4tqf^D>Q@m!i6>_;0U$vVBGhvYaj8$ntQ|Iy6D-^-xR55?DsYb7wKR!aNbHH|Fd+ z$nv0yKzOq_@56n3KyLCoIN zU!K<;OfV~jP{f&_fg582*Lm@4!35jW2~Ly=obu1$mW@`57!4*UdPPw6GC{`sfFLkI zze0lKH-U{dV}cTc-gxbFatQ%(n_!zKV}du=o}_>Yc7GudDNQi3sedMz!0-ow37gP#&fr4%*P@;n9mnGT!495){{W^ z=0(PynU}2Pt=u5Xk}S&vL6&{R99fiKDPWd}R&HM)OL;jN&z(inj5%)mbTYzkD0zJ& z5Z)}K!f+oy?RpsxxG#HTN(EW`K8ZHLFy=nN-Uc!2!30Jzgv4Wl^6|_Qu{-W(<$?(w zCJ>4^6CAu?h6IqxxQW zXwQul~ z7Yo~l%OFd)=T+K@f3K+cRB~iFbDjC}xzSDs3&>LYhK%RV(y4^Gg&x@SWfR!PON$7E zH;Z*R?&A;>xiZM2X7zfsAWKyhN0tOR=3LEJCucKc89bhh=gy+Ep6#Gl4>KW4!E^%Q z&0-OOS*!zGO`tqX8mmqgWVui+(rRm}m@8dTJ&hWJ)k2jCiN|VcjaOnndppdM0jphZ zO(^25_S2&q;_gH(xB*t%(VpN$SuNHh22ma=_5;Cc#$5=iURE3M)y)a4Cf}1F`K@+0 zgE_xx`Dj}-tfK^rJ(C?6AvNt6G6UB7peJNJcYEHM&74^DZ(!LF=B58j0^yq%nLY<`X{CJm zwhgj0IvAcP$ddbuBTGy=^T3H+yLkLJB;|8tJa-ny6y|04++h#!zYnXg5D0G;qeGZw ze(f9l?9T6+t||Z9FTX{aK*5Z8<4?nC);TbNjEvzw5|0VIhBH^XqPq>lF9WJICKPcd zXnCD6LD=Yn>%auL%?VDF2|_Gl(FB!ICO^Rh8R`U8FB6!#bH2ot=SE00V3SD3|EIKMeFh>#>TfzSqiEQo3hCirAau;NXibh9y7{OHti+P@qc@54mGLV|Fe$#d)a~o&Sl|%T?U-KT5@!aj{_K-R68}IdNG0aP=mjuE)F9wmgv>KMx-heC? z6DPH6{`dUmu0KbX9DC;B1fw3C-Qc+0J&TOz&T^qSb2T$=)e8LPm)Rl$;my)93bTys z-9`xxIES=B{RCMKY?2rGmfTdv1P^3}hJy(*UlJ0J3D!q2cfY+iHSvOTf?sb4MVtvb zJ?M@V>9osT1x#?fh~Pw-z|H>zqI||5E(H^4RT5OaOprNWR}V}ur;>NSP-)KBU= zLC`pt0yx_9+zG}64&yB!!CG&fO2%`yXQRE$B__LTmH4EvZ6<;6&5MloVO&}}%yjT8 zAXl<<0t8uNw{m1rJ~#~Tc}%%CbU$PXD<KnT?j-<6S$vz69XpLFpt25P4L}_xo2HHRM!j^ z=C36LAi@NPikjdOU)bR=J_q&8i;yHWfzSpvb$7P{6Kr2ku;NW1H?$d=K=tv53^0La zAOT8bg4r8Yv1(?iBu7I_6z(8Q-j+Ddv_$2VosYo;7Y`7ObS4<%=}-+O7})*$O+n*C zhH|v$#T4cnvCGmr;?v(U=43o~d$w%LJpFBQ%Xc2k%g})Y!aFa@(YUlC8@cy~ETdKP zD+F0~?c&Jtr`1s0Jv%Pz;s3q7??lFPXW3l&5i4_K*AtB)i)9Z2;mx9O6tlec8SxSh zIF*9sT1tP&Il;wGgv4WlZ#%t_Vy19^5}088H$o9-g5bSI zh-=)^CL2uPTt{%COi#P2|7NOQCYTU11MhxYsuCo>33jHmz-=4Q z@6=Z?!A>m#;x@tIyjp~)O)Y8$CU~t!AX1vZF|NfqFoBj4feD+Sc?NUOdR6fU{6_3s z69N!n0@;%axWupCJv;)=3DPVHNm3ICZD98wLC#=;U>kxJZ-UgO&Cvv%;+sDM6C{o% zK#5H7Fj*a|#^P7zA7}|9C&J`w37=a`OUO8MTn8p7pGq*&nc!;osZ*dmH8qk91dS80 zkE1=WD>CN+4NXB!w=iHtQB)L>>E6mHyt^~q2FER~};nK3xy8IKeq>n#7 zQIO@=0gf!z+kW67=jdRISBEyZk@4JF?)PHO`--E_w1O;oUIfCM%LtO+1npg!t3we#?hJyX!*vY- zaht%!lDRr0Qxox|0Azn80Jc zA|9@bW!u|>34Fo`Nm3ICZQxOTnPp%Cx5ET0-UP~NN@#*-@z(gYaMKt9l*j}ojas7# zRxWLQ8(QN1dBWsviR|Mzg_+)6qre1{t`UrMCK$PXB0fc0G;-5+LE}{X*EmAYL2V9T z-YlCjX47z3>w71V@!aj1wzdL$L3i4nbuce6(+PxkUTT?nY5Sq}HJD&`*qkImmUl-u zvZ(!L&To>A_I?Ig9^WJ5xwBlTW^AuCd1iOWQk+2`yji}SziX zEFb^N^1t%n{4(I_kArZbc)e=02CU}!laP3@=P8}>D&CR)rr>t$wXQ($4Lm=b^p zt1U28!X+M7qjevw=4VMrl3Gn@1D9^P6a`lEA40I=t+p{n8Lf8t)Cc?u$gWWYD3R5= zm@_RgJbckDXo+Etgvr+uK3|!Z=x8!y0a$ItWP*{-YOg+zd=Kr}#A2&qi@#S?Qe!yU zbI#7?SbX1S#m$Aat~H#D=Wb7pBg_}!2VK{2gn8LFjzIY4MdrgPTv~7Img2v?9t&GO zMUdsz8ICL-mzhJZXLU#{WEmVs#&c(>de2zR`CRE-$P#>kKzOs{$6%HfW!p>OfE(!B zX`vuX*jbS#D19~%+bDbM>`q{UH-Uu2V}hzjo=91<{_0sUfzftC5ody$a>fK@?mzB< z2?p&WI8i1Tk$42R%rMq-I-K7uIYdzPGQpMmRS&=f{f-eNzX`l$7e!FC~p9{o4rMdC6wxCE{IVN62#dxb;0jmJ=5_ zvTU?w{<1rB=lqp$++Mjt#&c&$*~vWh+$4GMF38gKE`ji7$&AB&T%6^LA6rmfX_qU= zl6Fa?3D#r|!KTz16Kf47Nbw;g9uq7un~juy=5kZO1fv27MVtw?&NW8d;#sXWf(g{O z6Pzd$EDw!Dl%JaYWH7Zeg4;GWd&VMIQKiQTh}#71 zW>g`>^=I`-Fu}941R|vgf@@mie`RZ3CNNztnSx*R7ya`&FsG$k!3X@iY31nXophPAZrPdaIK>OXO z@P?Kc{+clPTEeIEX`I5YA3C1_6I^~vFw&V|!la>1pgq$j>;D!sPWV-h_Ix_I14gp2 zK3)xLea2!kp1VCa=`c?P49b}L3+CmLCxP(Ii_BwYUUUl#gCUE8t)h|g-}9T$n;cm@ zmj+;#^Ubb~gDkaWm|*A-LXy-3LL2DRQf@VvKw}iaiZ?;YH+3|@_}=^Pfe9Wv5THaRux!*Gt48Vg zGW;jdpvi>E+Y;7iaSCH9+-8Fb^kx!_bS8KhSsVrJ+18!{6AYet z5K$5P-VOs3yy#0%^)i9^(r866L8>)D@|!^0n=ye)ljKIQqWTUeAZ`;ZE3L$Ui#l62 z1`|xQBM>P~(4)6A{#W)PCjt{TK~hXJT$s1^_)KSP0;j8D>Ok9+oP3Wg4@doP$CmFYts>1;*|OB8PF1YRud*) zOZZHT$0^M1xmXcQ@ZFbSq%*an14%91(S(?c^4m+6VS%f7){R|+8G zx!cp@By(*&r0lQ;%uC%40^yq%nM7t@tfS-gAj{ybA$5W*`HwlW>{`(YchA^}rFi!{ z?Hn1;on^y8<_U+8F+O-NsNEF;;mvaPJnrLxZQSuKxxII{byN9!e)Hj(NE66d55qka zQFgBjoD)2ILP$I&n7?8MQhLQsjs_E)dPykaOmOcHV}g$-GCzX}YV!zAlnIn0!g0%f zwC~pjOi=fMpz3D=+2Q!LaNBZ%}YjD zlGFr38>o^Ldk{=8R)=84n_!K18#F<@;f^0*f|Z>KP$CmN8KH+&6Em>N2O4jt5n=MS z#PS53!X`VH{Q?urHzgS9OrUQ+%mUg|`GcF8pm8$OIoh*v1@j0~)1X0ZV6C^WB;&c; z^P;&S&P&bQtgkRH%YG0D@4TF1=4JP|p)(=NQ0sB?1X&)w;K*Y3X)c_(cS@vg(G=ZAZP;8^00gn>E z1al1uiN^#VdNTJ3g0;JJ1rxmNO(^0_;Mb=&Zj^UjJpQZb-hKop$^>yY7!x#3(CY*y zm~KN*^)f-@S*J$BIf3pdg5)+Xk&}0IU z(ga>%>rR3Ryj=-Q*aUyRGEe;6-?%Io7N+I`0uW(>CvmNDiSIv@S_NfeZ6Bz3dya4nUSE&IH1nW#2{I$C@L;k|2w`U3r6+f6ob`3puiE+nSH{(M~aV zG-R1RlZ@xivMGr9(u?)8t(_oC_yPjq&9dVXW-0u<&j`w+yZm`YL6+42viz?+IG>0e zcAL4<<*8hNR;yMbBp$297dYYElv=OH|H^jLAQW*{`!IpATHW-6&EfoJz7D~OvRc4- z#%j@r%SVCLUg;53y{z`ddHQRxT8be-@>}h9YgL@JJFZ&z?0Zo!0^+t>_A$n4?R1XM z0jpg$ClD#E=3`a20<1ROn!tpu)?lA9F3f%d&b)wysW6-XL|9E`u_lrRzgm?6RvR~l zkR-L5&<38LHlr(8&29q0inm&S86C7*mXXCluv*Pj0+h&V-rEeYHiOQ`VB;;AO_;nb zag1q+O>T<4z-pcg2}U}r=`I+30NV3#*GJ}p#@Y9QqdlE{`eLM>`}57AJ)=#?c<%O0 zsbFrLH0k#O--(yAA`sqr*?Jk5)`z3AD2yd26S1`+MS%aZ)z?n9B;4R2f_g@wfCP<5Au5^9s`?Uhj zZ$`8rBpwsAaGHXhX45>q4V>TfXhkUEOfbfv58~cOEys5wUbH1RQ6~6aw;xf3g;pwH z0{6}YRWB3t@!tOwOpxE5Ao)$uv7H)jTXeJ?{x87hJ_N*Vf|P-u5c0}HWh$5;tsj9% zX@bF@%vyj6S`Q{LVH5PQY>5jqK)bRNEKI}E1R%l$c1GGrdUs)_ADAH8fsiCMfzSrl zcuwjICTKl{V8xrj{B~P3!Me9M@j0kQvj|Wk6J#yuiY=kn!L=W>#QlYY$=4D-H<^|& zE?Ke}OrW@eV5BpFiSH8pH>6Jnn-2>b$ETd5JzMQ{!bnS%o8E->+-gh4bGPTR~0PKdc;!;O%|trdarW?6j=vnVO7#jk}ww9YRRWQqSO(gX#Xqp?Wjj-6fvCg?ko zka$cG`DHj#=FY#^5=_w1kx;~$AfgLnf~hi!&*7ZFV=BRkGC{z%Fx;{p3hNBP1Q~M( zs$M3zwz%Lpm>_%!LGqhGXA)zAofGbOz>4bbML^spX#TPk1CF%5-y2M@d_93kX#yM5 z!|q^$2Ac^?*aTDanWvX}57Nm46Xb;ufCv*@DA&Oy9vq+O3?{g?hma&SfzSr(<(|VY z1CEX)Sn(zZ-OwIQur%&qXE-O2KS6*JnPBtsZrBoL?x(AuCBn`TCT~l;Vp<|M;!Yiy zK;a6(NN0jC9sO28d-hr}q?zj9D=J0R9POz$_d71rgo|4b!&+|}NXB!wr@bok_Mm!v zHGW}x-gW}vofnVmxU`anE92Fn!{@tN3bN#W=g3mA=LKe&uqX8sWC^`R#&c(Ryob4e zW7J;h9qePPM+Cx~W$_KnvU|vxmTX9*L<=_{~iO6GT)J5|0V& z=P*7gSAKzC25kF-P{f&_`9c%isGrHoW?%vbxd#8@i88_H;5~@i(COP6Fu^B9f~uDZ z_F1j}0w(CKL6H0==oq4o+orJa7Je;lSX%<(HbJK)#R#!X&qEVT?o1$3nxIX$x~E`* znMMRAYyvNT=IJHP=LVNyVJ4dpfCv+qo@s|md|tEAW?+I9mV_j!34}IqaAy2WI43Z$ zAz1MyC>h?7F@fP5JSW&NngAs-!C5aOG{OFPbrYc_8afdsUrYFWVOm1wWgPxj_OWRM zBb^D#HJ9So!YhrGJp_&O^fyO)YX0|sX7ER{AHy04KznX7C*!%>^T`3m1TM#x4uE+n z7)T&|^CC0vCN8aad#ZE6YBNWEjTU6N>)S~9{!MZBT+EVOIW-)zWciWt+*wBU?1lTd zoo zm;YG=CUABqNPZJM57WSHyEZb`30Bm?l?23X0{?Fx5VG4pu|1p<`1lZrlqTpu+rAh~ zpdUbB!Y1%GXoU;&X417lSePo?2tb4h7B1<4q)$;-@PF~q$%j32_oD>X2Ur_+z|ql$OLn*8e>ar4cerSEfGtYye*-48>i65d9Dkb6TFTm z80k!KD`c@9wCBs44|4^Lb7><-drowGh0C+BT7`0`daG2F+ zp)q6`P(mQQS)7t^AIDxZUk?YIZH8QbL6+pLB2BQdl=(HE<~cqIOwjflcZ4F&1h4f>aoMai4XObXl#~*jC==*CWK6Kff1x9oK;bJv)yo7;`sd67 z6TJLRko+bXwu>>rbb|}{|5{cu4gc*$ZWH|4!~B162VL9kV1n{S1R|vgI?Zi<8cfiw zIe`hAU{Nab^isF5sSdC(=cp2Z2ontMp^Hmg$>vf7oD-aALr9XEKxhL)?7cpN33S>M ztauYNd)Nt0(DmKI{a^xB0|J!D1X@p--;1&Z)w0kM-+K@yZ%cH#gH!lBO6fhA;IkRQ zNN0lmA42gR<9QP|3=uR=WH3j2mOo-lP-rnF6x!2ZHW|;|p6>a~lfqHK7stW8Xf7cT z-gz0z%u9*uZ3D1cgR!ojf-JkXb7YB#@k0~X*7ZFHS?yWnhAIGlCOkf?pkWBC6{|zeiw#Sylv9FB7~!ajXVR5HXY> z`AyLFcx&7?jip~6z=}#9LqOan2oGjn-u&ay4gWz%aRPxzX#&rwjaGvReoQAY4imUD zPy8s1e^dqw({e5Wh%mv`&w9ATTW$EB4JP=wh>#>U0lR^P$9C6(31n6ftauYF3(-dt z#&c)+s>WRDdT86E7P6d4AQ0Xx z1McHKZm`rP0ii z2UfdaLMY;_b|jTKzd7#pr7c+Pt0lpSvf6f~UAWg=kNA{>)yfAGRK2WLq3m@4tX64D zko;ErGrJXT+g`Qjn_xxNjw2v$tC{M)N63Xw8u%R4fr$hnrPc2Ee_0Mz^Kcj3T9dMAPK&5KOuWL#Q5 zg1^~Amb#Cj1%fQMVmY$39Gr=rq7-ouuTbCrM#ghzN%mr%h@I7V$O_1^Q)c_Wjo{7F zJ_WPH|4uG~1MXGl8NUTt_M8@Jg8o5_3GP`WJOvX37!wkY30lr!{#|eVlg0X!G zMVtvHZt9Cu-M#O|G%&$KD}obcf}5*D5w+24<`ghN{4j#5mkBlnx<-Hr+S(B$zX=*o zXRdS^d%f}n6RdV3AZ`2a8h=gy*~-Ww-GS)-RWWZ4!&AiP=B(lAST ztH<$hz?p}yT_nizC{d&ddaK%Fkz82y=?$2mOFSX*m|&V5^MdoEwVjl~1Wzv$iZ~N| zZ()ubm16Hb8ca}ii{M0=V5mz7qAGvnSAhw7JtC-jnINj0?-4M8_EUo7H^KPZj0q}o zUf+ck)h>&GxJ{rllzG%JZGC$?Kw@^)KAbj z;g>kt({Fz{9)}lmobb!|(VApDcYF3SW1bWajtNE+)O92fzIl;RdW=i!!EV1-kmcK1 zt@DB`q1QOFEE#zVvkV?G;s+eJ6?e#Z?kwi(m^=A)9XjAWj{&I!!keYZ6U@@R(_1Yt z!MJ&cUJJ7Px*^g8+hoULDz|Z`RKWya)({e(31XNZ@gqtbt_Bl$`4fsb6Ko4$OyK+^ z@&=e-R4~DbGQqm#j0uc1#_a_YnCu~_dYRzIuBobEf~^M$lHUXio3_EZpZ~U?3#_Q5 zV+6!)f=Tz754xC*4$TA;CTxO~=#IEB!wR*#AAZs?M!u-4(#0!Ot9n{p@=hqpScBAWT~#_crd}o zy96i71T$qA6O=?K_<{*S(g>8{0+G@L8+>xcg9#$O5SXwD?hI$1UYfaReJm`@@E-&q!UUGfd*I=E zUt!E4Fu@{OxqnMsQWFSmVBQ`l2i#$A``St8iXcVjpuI9Pae#>5qc9wS;4#nHzyFjd6B7M<|V|ntOiWbdu+MCAWMD< zN0x~*8sY9)w`N~0WJ&QO_A6xhs6)ncXQ@_Y-tYJHy6pm4=IRp&Z4&Bjk44nH^xYS_cA=(rQO8JkkTJb(%t8!dAOi)(IEpgBl}0SeQ|>2tb6@ z_V(_Hq~1FYj0daLE+iyLttPaAL$b<3z-qI+2v)q+HvH+0RvWZC^(a`)cs&71WVKCm zY_K-x^zf{MmgpTon7l1f$+X0l1^Yt5YNnwCBc0XkGPjsQdp@^L{3K|chZ!90**xt& zF4L+vS%%P_hu4$w-0c}!$~@g$oTxVi<|QY9KzQfnT_!HAMwfGSAj|145p7%lJ-@m3 zk|Rsqp4GT}qE!aWgDe9Ekn!AE$|9KiS_k6>#zGeRVFbdPCGRmtF4GJ*GkAViJ5ICVIfK;tGs)yo92&5V|S31;6XNPZI}sxu~-l=W#Qtf*^g1jKEE zwY!)Hwap6lHUSf;J|_?o1i3A9~Y)!-)XyGVQwoV01+mTuj+-Q z*^{D|g9-K&6OyDR5Zb^VTeHHz1W&&ZtauZY-8MlJEcWxP1`{;+Nq`cWz%qI$R?S4+ zSx=xPj?0?-JG}W?!bjl+PT?QN>qo!@flUcUIuo3pYK7l}TGznGNzgcFb2!@b@O|dR z)GZ@=;m$vEz!Z$B6Sk^-P3VKyd@mBx;11xcb2HP%$*Gj!s~LEyoCn#{}W6Iw57#Jlo-5fjF@e5(&r(=XJ5mXV+XPV_ z%&Sy)_1%oY1O*ucBBcqowHx{yOrV)VV8SL)GwFg0b5_#6Bd{>j3kX1j38p6WLDE+H zbIrj7Uq2F(q$UvBKyR6;^S}i5l>{r^1V=WQp$Q60&)fkMEUP6ziA*r&^>D13zDq*l zpz&g5M*cgzd0Rp+3#U-ucZda;;AbO(kaJ}TFE4BH1e)F?P zqzSrQbHJuFlSco8<6oVDbAs@m1j%m#JzK^E{mnw>!iu_QK|tIln6{jG z5j8~BdoP&4WH5n9X@YR))*)bmlOqXC*aXI}nCDnmT>an=3p3q;07RJJw1+7!adW55 zcy*}zWI~eE1VS6Qb4R8pnBd1uf)#IqheOO66Wo}v7);Q4F#$?sg8Q-~u_cP5GLSnx*V1gg(2}U{-C~ZCJ2JQLw{!e{DjYU&SBf;jnkvQw zCmjzQ1ryBiBP1RZBxNxs=yh)~3tpuENs#bP0;t@)CXXK?=J~ZA`@JgIT~AHj#CSK^0Rp%Ve+=b zgj}4$aqj}1zyw`N2u3;+v}Z%QU|0v{>QEQ`88Tpk zcQu5>V}cReI^*1Im~waonBc@8LJ?oIfe9|@5{Q&0 za4N?^h!aO+@%3o~d(BRnT~(~|&1n82yp97%@N`{siQ2KOZ-NlhTMfxpcY z^}q!4tO!=T35FzFq6t1}FH!>&ydOq@5}82fDsw5tuwX`KXo(y^O^Y0avyMH*c)Hwga<2HG!_I=1wqD#heXE|BI zyd@Xt;p-0jcz<^S;mvaR4esMD|J`^86NGv1pC-t%%dfGhXNRK4GA78M6Xg#k(BDi* zJSJE)Sr6w%{q4>7V1n5pgd)xaV|4o?uGF%>4Vd8IZh{kKg7I57Au4w2ivl<&cppws z^)kT&KQlEjLCa`@2}DX0H2eIr z0hnOYWdaj6LBKucIoAKNX#b2By z+LI%T-L`X>#ePD41;}E0n~dkqGQTf#i}3i)+crU#+gSv{nFk=d2N5aXLkfnPZ8PA>NgvvNvuaC9*J3*G`7YKwmi{DGkVpm+L3gs~- z`DCUz%dP*i{J%Un?}$}9YKf@~0)obX)%x5dBp#~;STS!lGOE*F6RZ|+mr!c5+V4gN zcu=kz!ehZ|ZaD-e&1%*UJrJeS)p{9N&8m=~YGt(u^A)yWwd9us$!|4@{movd7kGAj zcuPRsR$Gz(5Cbky3&iI15`T3$!WpdAszLO>B`&MgBo6S`YCl)7T48g7t=Vd2lMK;n7aisC&4B7E1Spf$ zw)A4IjMi_F{T^DPydz=qwS-$Z(-NJ-96N*6vNQ=snAMtUoE!%2IWIr&hq!U}?&4_A z>BnYb@h#NM*a+|3ZqM5bm|wbz52#Lpd8w!-5Waa4?RbSt>t)ab{2J2n=NEdl z|GU5O+QX4Wp%3#745hs`E|8^*(#3z{xwEtix55d@xm(>3vg~h1AiP;TUSpO$`^>Z8 zgo|pNY#`3^{l6?yOdv9}z#_5FzP}SpFkYFEcucUUA@l2fgR;r5zyzLZgi@0UPWNF< z@aA~vJutyRO@fnVf=6>06EujJ)eB6Z)R&-YWdb|>eF|U#QyqfjH$lr*9dYjO%l+N} zE9&8J0^&A7R}1DfWqFU@g~9%&*8~C)Xo5Q{?j?c=HkuKbqzTS78HfwB>df|YurPbu z5P%dDXbm2Yq}ZR~kH7@y>7 zGMT_#llidpm)tK(&=MKz36r-al9`qmTUsy>OyIqhV1$_sSuig)2?WABFB^++X|>2b=m%LY>{z}} zoTcIbN0vaZ_n2j8lNtCNyYdk-o;%A&JLZ~4=%;P?tKH{l0^!ZFx)`&(ceNe>C!DoX zR*X2ysY6mt5VLJMrds70n+qlw)t-=eOi;F->9nf@%Rhn%9;y>cO(wAG&6uF)+^Q~M zf^*#oPMQfK-!UfG-O%JYm|$Lif~u7XiZx=gzy$Mk36kFgh1F^}_lr*r3jh=74JROO z6HHytnBeP`vI;PP+gJh-Xo8C!w?~5srWg~LqzO__GxxDB9Fn^f7N+S`0+3>Y6_tj# z#5+2ly$vSVV@*i1nn2OzKm=A z!SIb*hrj!q z=iyRKpwNc-bx3!v>sc^?u@NEhn4t8NGX9l!U*+;+fhJpzi z%p^EzCRnp>Gai}Y*~1sW1S=c}s#Ye5ot!oWOc1e%Ao)%3c?9FngO`-!VMU!^K|tIl zD46^J1MbobEC&+=tR)bECb%8-tprREyoJCdP4IXcb06!z*1cn4VJ7b+04XN8mpBra zc;v4apTPvS{)8l}2_z0sTjabG_5?nM2)1SuwBI)dO<)`15dFH&4jh;c4K?ezhH_PmInC0B)HF)FUw_(3_iL>}eOEtlZ zwTuZ?T>NMXCKzf?NIWJ`9IJwL^l9gMb1=aw8$zkc1jAJs6ZAXMFBwcQ$e!S&nPA5^ z#ss?64OW5){1y;YtxOPI|L{vNf$uVcLw-K163BFY8;KEdHbf^eSAlgL$QcR%bIvPoR8>zhq69nuf zBw0-$aexu(Q**!s_J;_zW)tLFj6)O1_X|;GOhAA#nZWRjEmqCZxbGIw5~e2!ldmP* z{`)46k)lE)g$66^=Pa7De8mRkf%;&A{CI*9W`e3d%ddk8)L&$Vh#TkZDUSABe4ryn zIy{tlhmzTQGM>9V+Y~TYzk`R}nhEpLw35dshKmE|L6$3<34}Mx)H3`Vdk$Ik4o*1N<_dqrS#F+{ zYJ!Yjj0xJT%9sNtaMU6s9upjR*BVU_*D<66nBa9^LaE6Fi%u~ni2Y)*4@{t@LvYee zpt#l@kIb;5%WN>gRs({nl?fi*DN_Rz_>3V)eiM9Pe^a~F)AI+cDC0>4#BBnTpll52 zcs5K8Owed5fe17~nbNmrV1kF%1SV;M@?hpZ*1OXyI>Ewpwj%&3Ca}>Ni%Y!HN*{F4MSOBg$Z{ zI|q^R-0c}~hWTK_V2eKoVO}(&2!wZDCNuNW(k4R@Ob{?@iLN+{-vy2=UoDyI1P5Br z9S&J`9w+0uvzWP?qX}|DUd2F`yKw}(GUF$J@b*8nS_axJ_VwiFy3!=bz<| zzy!Cp5Qsn%6wNX^1twU#gTN$BP(6aVkM%{5a%)(aUH1@x6cfaK8;48$OMcx}V1nI& zge0p8Bn~ja{emx;z%P_wYc|1|Cq`(3M_-#{fC+St5ui*asH4U_7d&!MBED7OWej2R zwS=2~IZom4cFrHb1WOYLMwkg+G-!qQ+j#e!v{c+U9?2Z-skgrh8$vI8b}X#*ZG*{p z?)Lnx&$MUZt$-A0&ojdbgl}F%Bbj;WSRgkSOfY9)-^1c8RVf@GM+ojj3&zv5~msY3jQtunFPX{W$;JLa{F+1S11pEy+O~!S)y-9wc4KrD zKVY@Ns|ZZeYE6puabb4LR9p`WGix0INU>VO^AnJyAiCNZtkz~TA<1er zi35DMH0%~wO??N!)@-#`VUy5myA)UEfz`(CCP102HpRpqTjJf&kQ`_UqXUG=+Y-~6 zmS}6ZYaLjvOBlfjvs%ZvE>FP(9Y&WnQWIZgz0J{{3vDmqS~u!dhU#Jfz z7}J8FYGr~A24nKT1OrtFlHUY7MldFre7V_6SW)NI2#DJRv)5nB!Paa7wYihg1XEreSpz0;H6lQnOps;bfK_v_P1lyt5=+boldmP*oSBwz zJu{>nOwiSuV1${#ah7Wdv}d|W)N*m-+|J@?&n|bPaG83}Sc-23{J4>f=Wfqort@%K z9z0NzgL#?aMIe0hBGUMRODpK)qEC>eNXsu=oFyrTBg>HX26z~c55ArU=k15PWIT74 zqjt;qL!@2?24N;CtLXgfv`j-3CnXwt_$en&8mq zz>Z*oP2UMj(gc0`F!!+rJimtv^KRXl?80~#699@PgBFwxJ>mO ze1f4ptKG?X?)Kc#!3pOjU-RW}m>1Db0^yw(l}cP%qY|=)g9*+xoY=VI-~CNQAxD;k zmtmOY+pb7_qvuX-GM+n2>(-13Vp@M&23gAW34}L`(l^YKywG4In4o3eg1+J`H=as0 zLF!j)O!da(n*x}?_XQ#Gn84~p6QsC}8PXX{@U(P3Eox^oHP@> z`@R8>%p~l4d)O1mRTEULOrY&kZvvRWQnc{joE>W#5D>Qs8XwKX zfL6stOTh$DO$kJx3A)J{e?$`~6PTn4dS#Emg}G?BViQ=HmZ}6GWl!+5YBG|x&Q!xM zq&C+eBw0-$ae%6`JK+1EKK3BknoaPmWD1(#S#?)^Fu|q)1SpdUMujrJhmRe$x&m5a zupVLZwS?OdrX|k5pMMujaC;=d2s1&C+j8>Io*CI)MvEIK@Ht0&R&J|@CH`i6OLbW5 zNUvHv?YP?W|6PPEX^{_U%?5dt{WOE&Qet@)dU%3 zj0qHHdM1Gh)-ER`9upLa7!zD{(_RE7=&+VhYBE99PsRk^V}c{W1a|HOC(Q(xhcG6{ zi?F&6Cdl(5s9Kp|#m~D2V1lcD1j%m#h3ZbYqUt6;!)Hi+_7f1d3A};+RKb+An60DFQx@q{F+ z2_z2Cy!p8**b@x9K(IBNVE$QiG{GJh{Sq*N&Q$`G$plh-Lu&a>(UEs=ejFnL=d ziD?PV=l+pkf_hm5Bg_QupX=R#_RKH&9W8Dgw-S!_JfYGGBQ5*5&|v^ zcb4gM7vqE!Hi_;ISuU6m2yd3}OqM$d+b+Qg7psubtkd89&B=19CP+%FhP@P1SV;M9__~9NoJ55+yEA)i7f$0F@gPBGbFwHb9EA!;E^36$!Y?L19W<^ zwFFEMIGE>969{jX4?pp5JgwVmQ{%8xx5_O)8 z=gyLHk+E9*m>f6Al8{0myjeH} zKm=N?<%i2(z-qp_1SV-U?aR#58CwPz;hO=s8xnvNt6kBXic9?C7eo9mUbk_CB&*dV z4)DU>KTpAGeN73rW~;p#X@OSTr@kET?)^5M0A;e;pDj#nmh2pr2QBepCSmfnL^;zE z9$h!h2CL1RM=-*yR+PSX0<`CVXt!8#<6Qs2(Vj~WDqxA9vork$YhCj?8PDCGV?vqt zWNF;~br$C3yHm{oK111>ph)`-W!JI{m31a*7jR6xJe@<}HOt5mvIy|z$uR6Pe3I3E2 zRIN;4uH172nBYJKLGqj6a1~<$vwi(S;p|vaML^spaBanyVD7IN9WX(C(YJp~L7)l3 z>*;8K32rweFi8`Pvm1{KbH=ifxW8H0oB*Vlpy`ikNGeb_wuAkRoC+byY66J^oU?sh zCosX9&IDVt30&o@&;%Z;7Amm6Y1W+pWir9ypyk*S+q_Kmpd}3Z6DD6v7}gh!hiAVB z-*B1*CU~q%Fv3i*XY0DL(4KDYBUC#7{Y52uOGC;1&B@YZcphq&gU|!C=BM`oM5iMlqWyI(8`1GR3!>$v=S;Dq)WU)_bjei~oBjW_f5?(~c zb7z@!j(KL~lU!aHWEuH^KzOs1Fj?-Ws&$1ufy0s(v&C7idr39HJWs|1L*75M029Qz z5)zLIlshxObhXnygTHh|ZX%SLOz^;gF~Qd1Hf_KJmputinhAE?VoZ?H?CCWyf#oiO zs+9>8>fOP&fLQD!NPZKT+-FRXeX(6VSW&x!2#DJRi?%Z+@N4ey1WXVZP9OqJkQA!6 z6HHJQMPQO9m@jXH{oQA1PkmUJ=T8%W6cenzWPzkvd5_zG3A&vpBw0-$aez4%)oZ{6 z1t|nuvk4yEwnh_--}2xEm>~HU0m@{85w}-j)qMEn)*f2I{T^ZRwnU3MXadi{?hC;L zcDV#2%mj8mH=lqB`gn`n#f`IfCr5j}GGMkjMY{&AgtdM#oQ&sg&tA`&c`5DKY&*=$ z{!;|PJ1-8*yc~6UJ_NFS8eVi-oW;wRBTJ9_kI-t-eY>CuL}p|>cb1=@n9r=XclBxx zSpuvHgg47eCd>U}o$w2(dg@)W#96-iNi{)4mMx|ld;82CFoAp@LgF#O4h=b^{951S zBd^}_VNWn) zGC}g2pzj~X1fuuvSHamaaXJBUo4_gSE(WZtQQ!(D2$(@20!<+Lnqvhfh<6|`NfT^{ zVxDL?HGc9aFoEV`0+3>YE9)TMsaS$7TYQ$pp>hT+sxNN`FN|OMKZ*n0zgfqFNVCaO2CH_p#J9PK&&{S92E4smnl!&=v>BICK+^UhWaoEPgV5&k;lU+3z-gW#JN z(JW?Osug?Phb)#aBHO9|-QQFMaAeW_!aTat?&L9N$Z}Wy*uU}IS#r}3V-{y$?`-%R zk7!OHyjcpFETaZ}*MSpmzRnOsah9k9(oJB>>{!R!gPIIb=R z6BI-eN=+shaGfzh!J04rV1hL<1Sib|u`3x9Ecn>f5KPb^k)Ud2f+72F%>omgNFqpn z6G&YB?%RK8cUVz**9eH)1T$h76Rgs44Fwb2PbUz8COFmp)qF5PgKPqmG(p&8=7|Q) zm!&SSFsmOCfD{w7(YHYpL~m5K1rt1bN=UMrK;i&5mJ~b&6Pzz1*qTl7d(uoa!N#KC zMPP!E4+JQa2{O&rU`rhAol_55Vnrok^0kCpk9uf=dncB}g9+yRA{b#NINCIvX-}U` zX5z+qeUPI)lOHj!xSHvbH3-(a#eOoLyFFdI&BA$E@Y3i2%!_pxf$+_X$cmYlklA`Y zzy#i(=WG#Yc@)BtrNi9>6xOHUV*)z;z^J0{ue@kzj&}LkUEn2^^CjcL5Wak0dZj6P*6UJkhXX{d?RKjF>ku<_;&Eja;=*Tso2`C7tIr#_ls|Leg@V1m|52}YO+K7JmCzo@*~HR6)EaWal@ zw5N6p=E1*I>xB!TJ+lJIc<%NLxwRGNMa4Gd63k1_BLu=XFCuehUb=|_bioAu&uNs2 zv!q0FWXaIDgy(HVA4R->vCkbco;%C_z04Kk;<@qow(z1H0^!Y)#bmkiar`VW!Qs5Q zox1$p-}psIHNn^Mj0q;~$}IsCtSloW9ur(nY>0ECI_&j%FoAv*q10r8^a92N-45H` z1`|a8AvkF!ICFUo9$DDa=FPwaof zs&)j#ZG!t#7!%y+Fk=vyz)_Px1e)OZvZLx?0*^ifCTW7J0n8H(r+Pjf2McrRU;>b0 zg6l~$(F8M8ZkdA#42BVstR|2+z{=`p;b4L`;|R896HIw92Tia&^K34dpvr^*Wio+( zUFJ9B)%OqjK;xxZ5GHR+jFv+aM4vKp1{0{vA{b#N@a+^e58Bh_Ze0y=~9*d+0R@vgpltHC3GD zcnn7t&j{vQ*>i`Pe1I&CmXYz?S$_I3caa)?Y3u@7HmoHO-Yn@%mc~{}_{@q%vzuGR zS%Ts@va}k(T*(g~VS(2?QaY3I+*yn=nA@F)Rraa_St`2|2yd2g^0;2dmfsl+ zOX#gmU^R=*1SidE^2LnR^7^z+1FOyIPEfV7+Gz)+O0b$?KZ4}9T5KX?HTj?}`2AoV z9RlLETDNhG)%;$LF9EA{HXsmzR#V^jy&hO?>u3U#wAvj#=IM;|0V(dVFm)#qfE25> z*)SWew!*=$60D{?g^*;mn#2KiIuQ30tk&I%U~9J8z5si)+TLW}Xt3JuSp+DP)j}3C z?LByq$`ELYb&iC|*AgkFOiT2&8nXthCUPbiVOD$Gr>+&4VAHqoWO3v8C33Xq8bxML zaCb>*Q!v3L#fX37x!ZG;$OZQ|y9_Ty!MwP(A`rfL5nX5IC3;kyc*x>Zvh9O7i^oNd zEb6yo(a`4CFBn3Ws$XP0ca{ZxH({1d$1SHrmLCng{v8BwmJtom1eN`-slf^NF?g3q zb9Vn_z}7V}ibp*)g!9ZWa&_ zw+U8FW=yav*k%@(AmSB)2sD9(d^Ua|)u)WWBu()6sX6v{y)~o5VPQIdApj{RSUk)Q zNv>8M#()XreiD+bCXhJ5R$mkPfC=*DeE*#}HJjj-l>?gKUY2odFu~g<1SpdU5nDQtJh9bAQ`|UJ$sFxzc!WTCS=#O%Y9Y>2c9kQG z&yqyUqBr-EHDnnWNyc+$sV~R8(d5qBU$&6NGloETvkYyBCNO^Rus)n{y)L9I6=#XM zCe;K>lbJoiy(ZW2ZQ+@zgv4V4s}{^ta_vLY2Z0HirxQv|CP+zVOpt8*)(uRs^gh8! zGr{Bf%r%eyw&y#*1bg!ds#Yf0IqBkf*b`(wCrEx1Xs%*RurbN|HLR%fZwQFn1iNe* z6X>Z-odYI#`+-0Nn!wFxge~j|3ceATqzO80VV-DMqOol(EX?db1R%u(gMQni32Zuk zI0hz|D}VLh5|`Bk5(hZQLM?gQGn+){n#XOh38P z1lIad6EdE=Jyj1d@5xfJpNG$W>sb;A-@J&6oOLBF>VN#*t;PG4mFX z@gY+uK$gK7WIT5kot4a2a7TJq#=_q?IEO%ZvkYp4CU~*3A`?!yDM#|3i?ckrBh>^V zH)c=p?2)r0>+CL|scZ2!z${cfmxtRI-*;{`$yY=X6xLw=A;swG!r~zO)x6J zdjyz3HJzYpWdhOWu6Mx%gR%%xfC-G-YvI*z<2(Z5HbEF`g74~GQosb;o)U;a69g^q zd=^Zwrij2KO)yA{d7>fhgv|?Bm`lqDK#BOh~etK;i&*Ie6iH zP(j}bwq_H!zji_se0^VcGngQ^?&E)_qD&@8%iMx{0>7c7ETB2og z(F8DoR||p>W`YsLo3BB8wm$y$o49dq-{ok}$e%H2f=>NYv!Fd^ogw47+tW6Hc~4f$ z9J4(zFY!qP!Z$CXcxGOXH1C6NIeeger(4&*zo;bL=g6|``WXE4WNq?#0a+ro$awB7 zg`=1^13H>dQ-UmIeF=m&OJ4;v!L!mBUpV2KXumTRXYtFCY63Mm#so2Aw$=v|C>aqF zj|ol{F;~9_*YO$yCeWEmD1uEe$iUz#n83t_-~^eVMfINDU;=r2f~u7XT=Gqn!319O z2~vOw%==Gwg%#zplz?P3fu8kkA27i&R{{}ef#Qy$yX7hPi zm`a`mAjJd)8y%6PV*9}oOfcV@kYqK1!~vT1{E6>_YQC3XYc_$!u?1*?b)7F%feAE% z2v8;yjBdl+@AIc14xf#v4kt|BmhfO&Vr`GbI$(m_D1s4Yf^hdi=fMOfyN}KmH%{C` zj`q|Z8;K^EHO0gd*82BDWIT6!sy21T3La_P9G@}n89^Yt^AgR>%iM);rbCu!eXrf( zED`w}SsbQBV3w*wg&!fy9vd>AJ4^ZCRhZ@U$B+qN0=szx!keYLBAP&b_K>D2+u?PB-NA$+*aRQf?eGB;XdNXu zK_=K8-{}sRz&wVaYGs0FYwkLL3C<-DqyQ7VS=sXytSIed0+P`L?M(ty!32|T5Qsn% zq)b>_0VbGum%t=VFv8gy`}>7xSO_f4?KuP>#ROx9&qq>j@B4{hf?oxMB&!J|4)Ef- zq(kuQP~0nmt=R<47cD{)+{`>`4kk!>Pk=I+z-Wpmw#3|uGQ1C}tdcPKS|Y`dX^HbW z4eY=KJ^m1kFcT~}ZZQYi^ZLj|Y2wBSe8SP5iIak{JsbF4m<2 z)_F1y+Ow-Af$+_XD3Y0%{x6f(Ll&od#^1$RykBr+NpDw)S^AyO!|z56FDB!;vlJ#W zZ%0|x?s6Gq@%ca?yji+5MiYG8Z&3;-oZc#x{+i+|#;>KCAi|HiPVnCE)-W)E<_<#Q zF+r?3bDdzkd_pVO6WsSB6u~AakXv~cOmJ{N!3i>fI6%8hg9I?a$P$9B*#ztREkP4xA1%T! z2wkfnK$%RiX7M&OL07-cH=rfPR}m&(OSlCyE%8IEZULAe`VYYfGr>vo5%`YSKf84Y zh#SYPh@(Ayetp39?C-ezAguL$L1a94dycna?jqeCcRd~E<@8Yk;hPsx7&9-%DXSZT z2{s>ZV=vC~rGz7k$1mmu9(xMz;rnitFO%`ySvp!W_lL#DYQ;mA{kI5&H;ZZ$G=X1% zg)3xfpjquN&Qemwk)^7Ab6jfWmjV^x?=pBO8PA=i*D~gs$ER7ZE<={sQ3S%9rOwjoFXRo6~)q6ma2-x6FE!30~{5{h6G%wOg31We%6ncxJOp!ts3gTVwoJqW5+ zCJ3>yy$mJ@>Q9gYOknm?@hYsS`nm)pqY3U!4#n@{Z5U1<0!=XY+3((9f^%aDOwt4c zY-VA9kGcNfIxNiR#snb61Pk4kAZh(b$46j-;Zq4oRuf1Z;L2xS_rL`2Yzekz6Xc#> zh9)qdCsKf4x-#quP$m<2r1+u<{;Yhu23lhLBEsZtiE~U#G(OWt7ffKgf?$N1;Qf!N zaxj6`w*A`T#<^a_(VlT7Z81`=<*0kG*4w@&wtqzQ)nVV-T<`=V70EX>Il2tbMnG7OiZ3EZFW zp8+N)yFy5^nn2C)k=zV6kBZn&554#6&Q`(rf~h$pqc9{IF^^UubCs zEivseVe+*^$~C4Xu9X?(g9%(-5R5Pr80;^o2kohM$}(8oIMHs6B%l3mU7xwwtCH-{ z8BB2I92w8uo;q2~FM#RQBk+5HO;ZSjZ(c--&CvvtmdpQuEPG9dW{R_fd2nReW6Rv# z`*WZgzVFt4HW|;IrKdadY{c*Zo_*nOyw{09c(ZshSrQ&74}ud;|H!6~;w-72jify# zH}DLzCm67r;fpV}f6^m_5O|14qKZ1gp;yieMAewNyY8T)9MWf=poNd0h!i z(C9ir)yf2lRXsO>3EtfyNC75rt_V|xv*XGG0+P`L+4ZWOzyya22t=R>HiewSFQitz zA}~o43=e0XZ9ABG*BKV({ZayuVuJp4mZJ$CtZowtCYbq|kYqK1!~x1xFEa)cO#4Bw zHJhOQ$W>?p&ttCmt?Uo=-Ts}5GMV7IXb+koaLvI^&=T6s2$QcR+_IRKxb)zyHkcq? zg3p9al`i?Znvi?JT9dQ;fZ;mWxsRuAil}_|`IB%Wg8sG5%3cJ*H!q?;%)FfKHroWUEPRj= zD$Y{j&yhuc)JXjESVdK(LY7t~WIT74pVOE(pJ$s+vxF?GD+q))%X%fW+P0;2s=)-a z8pquiXF0xKstMNRFux8BJA30Wn4obNLgF!j%Miu{^KWMM1ruE9PAGy+F!#jJATWVK zKY|lvg62{Ax4{H!bqK0fCiwHBPa&9~y8%H8Fu}u|tJ`2j-5yOqGMXU4a$^{nKw%Pr z2sAgQ^5r1W)qUECXhHl z#d`Bkf(ec~5^T*TXqvtnO>k;k!B8;4z@-EzlL^{c?8T~?uA4 zSzOGRH=lnwG-n}XxfDnsyjfgYq6zjTEKY|kEut3;5ogH=<;c=yc0K&Ny!cRf4zhS( zA>+BTxb(aRp=nBHO3Df6<$=4Dol}t;_uCt{FSnd8Bf)Qr5lA?Qf zM{G>um}TO|NeSm@Pa|a|jMQrW3B2a9sDzB?ZqEkRvk|h%(e4(^%fbo*;hPuH(pG4K zVc~7@eYXRKXdV$~IeUyFi|vy+co@3|zxIIhR?miv=g#7Ho!P66RM%?&xtKPWqPi1QSeeK}b9%c(#{$;;*}Y-g7WPSsOwT zYyy)$c2mIw6V(V#kO@?0PI(6=xZahZYGs0NRu7%P1kZaDqyQ6y>8@M`D{9Fg0+P`L ztsl=A0w%B+Mj!%Bpk^t$3nsWSn!qGYU^|d`PVdo)GrwVB`b{JNDJJl&y9P~AKDO=@ z*x$@IBP3Z(AaQ`Rs`F-o2~JuQY|SRPWV#+ra6M>pKQO_WIRq$^36!1%VAYhX)=`0$ z(3($}d@bQtuQfK_@`|RXzy$S|5{xhtbp85kEBqhb=G^amapN36$^HZS^PPj0ylFs5RSL39b zpmYkmC%FFI2u#p;4S490(&gK_=L@zIqOr zK=TAa)yf2W*Ji8%6O4=_NC74oEwA4Y&WO zHi1c+U`8JEoZjup2F+k$cFH0EDJIBCU5h3d7|PT_p_?_Ws&$VZn|D)3!;&D$f!I6yTZckf%<}Dysx=faXd2w+j z5Waa4&1L4LZNT}fkVWh8(G}t>9_Ki+=#D;(R(o+>p$g91>u1P#?ksWpJ@9X=x1%^5 zvdAYB2yd1bOqOkPMZ4gHOLA$kN1Wx$d8sBavt&%rYgyPfFoDNrLgF#O+a8PwwrXwH z1rwxiCltXZSQlk`3QXYXM{t5n;OS!58cc99kf3U10>8r@lfeY?p#&+w1kTy5G+;&T zJxV|_nxNw3!o^^M@Mr=NXo4=m$JT=h+|Ll0qzP89W1ek0*2}pOEKK7|1R%u(u3Ofl z2_E|Niw6@Zr4o{?CXhJ5tJUHQ|MfR-Q^Y8xV*j1?} zP#eRT;JvZiDKJ5+ctYYa!MHk%2@;#S{s9wwKTjxvO>o=$&NVQ>mMa7&$OO)#7H5J9 zuHGc5TAARh@`6)fg3!AJDZm8J$L49niYj_QKr))3t)kx=Fu|4r0ug9}{=>)Mx3a@t z5}2e3{5vwwwq5-)KModV_*(*yVuBZ=HlhjUWn3)=6V$CBBw0-$ae&jF-TMtDD61sc znoSUM&kap5|974CV1m-$1SpdUikBb6s+rLC{xWEZ+48;qo!)#ck^Kdw>`x;Q-YgH9EJm3R-ogp@ru~TJ;w+ETq?+LCamEA}jDEZW6Vw?871jkzU_YBc1e!p8QCEN16KrxKFi8^}yylGkZFpvq1}w};O9?=V z3EJ0nLsDc+tF~Z*MXrP-s|h3yaEaZBZeW5l8ws{%6S$prM-yo27A1oTntBnSOeR>n z`w*Jo$AG)|ow3$_gvr+uZiCyR30kUKT7n5K?I##vCOEE@xf9y6{FUkkapT-h=V;Ff z-I=$A+kb6o3~POLIT_F0o>ltH+a@;LZqf|e)3};I_~u1q#>|VM|3!VsGG)u3Q{pU1 znH*WxI-JM-&8E*i@QSff02$AnrPq_y_&0uH)}<7(tOy|x-YoZ+EHM*o^x=f_c|Yr= zIEzoVR1+vzFea!|lyVSEFt_gPengb^2ra&lyP4Ml~yboZ4L?wa~ zWP&~4Z{&jsOgj)%txRyd#N{)XK(Q-93NXRs+*?=R>~QN%Kr)&jVcv`~Fu~111R~G` zh7)_<2NQS>BQQx5Bs(s{{(g4k+B;a7Sz`!5iV3VzP`ZR*gqa{PB$~%?uhN?&b(oJ!SRU|u-2`vlkwc`S#Xj0 zMMb^1st?S|hYSMYn-|d}W?qH`c3cfv)~`!Z?)CQtGzWyG_a`jKdIB}N1#~fJ(Y=4ef&dQhIm3$qQ zqyNTpXZiV@`PJ_AjUFH2@3KLiKzOr^ZIA1<;>uV2)WFG^E6v1NQvS>G|MK9xBewK3 zW3@RRv1VYkU`ImYvD$)d%>L$mROJq^+VCZWBG_sHedLdT)w-`DI6+q1^g-&U?F1yF)jU_}UjwUc_9GC1R=d}9=OeJ%^*{oX zwAuwl<~hB3M`s)ctNDcyfE253PIX5=PWqib7ObXuoRDO-n#2KCf6P4sRvQ;bur*sP zdDRxQTH8N!!@z2f5(!Wyt6fqL!N%Kqct!(g3FFIz$=ed9OiO&Za>om-Ht+_)2(#MD zg?1Luo}+GgZ4x(*_fwAcJhPCwnf1xKF8IXX=|VD|yFF8SGH(Xl5IGs2e~EZaAiVQ( zjhUAZ36akri*eG@IB^!YmmFD!F7AMTp1ciB%i+8|a-WRn&a(T~B!oC6@8|%3`LtKHK(6kgoW9qHvvd7!MP)w zk+j2a^93+L>Oex0)dUg;xNLtkegnf?pI~b?K`RRnG{Mvecl=hi<0t}@$poLKgknq7 zd1E*lTB6#BF!@>{#g=J_=WFl31rzL?LNLNiuqwnE-<)AHYFvr9alRCBv}X&Y-C11H@S( zOQo7%*gNLgh@FXN@qJLL^}_yCeR#AV3Hsg^ z>tRoDXClGYY=S4cThRm?!cqcYPcX@x0A(^k)#@;8ybl9^*+NUCSraB-OSsKvTEa=| z%2zPK+c^Xy%mjW{4$Ok~tg}RJinwtK-*dEQ;}*Zr1aEtfPKUK_eVB~rZqM-F%&$X} z7EJ63^K$3}f$+_X=o~XI9mbqJ4Ox86-@A*mWPRkwQrPe_X8H5YWD#U(??}dTX9@6T zz8kS9sYQLrveB79c(Z7$p$Q5vmK(we_qcx25pkCM&r(ewaYyW-Q04BhCx~oHNIWKZ zJ(jr-%1_6m5tu-?HK7PLfz}4+H(-L#?Fmkh37jV#4FeO{bRno(nV`kMF{i-<(|Zu4 z027?=d~yb?sJ;CNNJbOX%`E8vCP>yH5P>E*{d?sCFhSSh1SV;Ms&C9w&Xx$Y z0m@{8{eFkh1UUxxH$Y3+%_B^{mN0Z-S|WC%hB}yF?P7uvW`ax~)%MVyqL+6sh#Tkn zSC00aIfeNelKk{Vc=z{)GBTdKJ%fyx2P~R=iRuCKGT|$M@Xd?pG&3)QGQwX&7U!_| zcj7GPt2wgNnVpO#Xr{j)3C>%`1TvmGi@u>N{*B*`TY=v`EKDX4-Yk7Oq6wOq{?3IH zZc}QWQlG#38}FY|O)zgBbDdyKvGQXufzdre;xU2CQs&p8jE|k7!34qigd*4kUA$u& zf(cr`A~-=NxF6cC9hl%X2^4~ur<~(dmQR3%8LvbDQcN&@)K)aXmN%+r!35cD z2}xEHNF1PjU0WwG!76ovt=R`yflm!R6-SEMe{nl2`J(+B`uMB$S#RhAbv= zWIT74ms*SPZ`>xWV^_$s@B)GGX6e=mO`vc%W-**_+E?Cg7H7HQp&;!#fy6svo6b=l z04DgAPe?o_I26p7z%C?jESTWxb3zepg2f8yv0#GIVuBN7f++j*CSZcd4+K>!6Wkc? z76vAm`IR6Am_YB_)Ge^0p8X&o8BK7tT_s*IZdmW#zoj711Z@V^Q3VrxXhdL=CTL)| z4*Pp>gX?WzVFtG#04XL|+{F_~feBiu5R$AWkT}5h)rnWZ1dr7Swq_I5dA1Gr z1XgYDwgD4VY7(GKCU{XEjxDjy&T0{~#JoO)$=4DozD!H(9zOj$n4sMtf)Qqdv7-vz zp*`<>p0ZQiID5BpwCD1hpRhe2xjSHc?)**0bGPTdVqcsWqbAQL!Mxm;H~V)GeDfkY z%FIhY%Sm{}xRb`9Bykq6?HpO0HlM>R)pc@z)a7ad zlFp)CFb=bOum+I3u0QL!%stdFu_J$f)QqdlWw1iEN8*myXKPzx zq_TCZ7s6VXZ%)Q@w`b@lCxmGDd8@*___iewzIhRaGV?O}&cP0lCElS?*S>#$QK|6b z$TIB{^Ip}s4SG(HC2cnu&z)rn`z^U|FZ`7ui_Jj-;my)P9ZfJ+YvBgSlKrc6nmEhr zy&PFC6)(go?R}$V5oD=oRrYT@cb0tl^#~b~+d~JkJXRwR-Yf^0EQNRECxO*k1`nGn z&T@30bgPYLe(7=?T^$Bi>wAolc&rxFg0b4##DYg)wRbUuBG_t~-E*&l)$$VvPLS1- z%X?aa)g~kpRIRM`EHmpTSk2)&K?<;1g>wLYA?9g10m*2!<`u2+m#%u*1R~IC)7mSJ zhW$%x453#cHjK8LL%Zk~0UZ)qg`svRX~z085YGdI(nQ zR!*=rTdnZscC=cMZwEcFnsOxp%4D^?b&=Q-7h&?Xgy9LMB^qzhya-ln z-oW5rO9-=?k$wH&(4MD`WbYC;&Z9t%_O$b8g^{kwEvSa}bW0%Px!bdK%shlFdeCMV z%!_j}f$+_XNVyA|Af?@_X^D~5!g&Xg0w+TRs z3G{Ay;r=H4w(dqSfl3x3$!Y?L1B^+VG6GC+;xWP2Yy$NYJJ1AOk9F?~CTRGI0A(`4 zlikO#@h-1+9|tW_TuPX{Es@By#JkgeU%&+SJ`;>E6I}LsT?y?u=s>_XapRt>54M z&DjW!EOz$H7gCQJ^~r@SOr2~{(!Jgob2cZZyL6k;QSJ)G@@F6%s zCJ@;zR0R|K*hf&cGC}%5om&& zo>$v~2|~^hn4}5XmM|t*TGV75{EMQWLI6@sU>CU^O)&9JUOAY+_ZA_^Y66J^6!j~# z0uyw*Pp~zcVE>MtXoB_w{WQP?^7#ZPlL`7>JdTaG&a5SVM|tN9!sKg-lvJiA=9@Ig z0u!8nOEAJr@bmkrbg|29VZRd^#L6%!i2D`;sf}%OHMD${A$5N>DIRjbbH<9t&S(bj? zj9DV&dk29DPH!U+-YnagEL+YPZ-*1^S`U}A;w+bAq?%x!Cv(kXl*79UFhQy|A@P{N z{1{_`tnDv#zywo=5{h6GjBT9O9Zb+^B*6(X!6x0x-C%<069}qSCeS&$_dA&2mkB`% zFv09@daq$cwY4B18BL(rD&Yi}z-A_a2sFVF?PUkS1k)V|Owt6MFEUR#i>BO)frY8Q zhybLRz|(UFnqbR|cKF?h+!cf*s|h3yaE^b(Ixs=XI)bg)1j!4%(FD26_HP3d^xR5- zGMS+L>l4@#J$F?uhL*_mCQQDTaJ$E}gwEE_2f+lN{Ru{x2_mZp9ftO-W2}@WZXCZj zj`oc6v&2XitA4hIwcgc=jOT98gRx5xa;NU%P?#5wIRwHtFQWRIXo8osa`5`i!q1h} z;w&C#IkJo!@f5B0ve~i%$nvqtw}0cgv$$lLVV2~RLsmhSdCCOBo5h{UGP<;UADnQV zV=rs;|GU5Wm?+f*2Zk_v0{h1*_>S0~*9eKn1l^Sx6TFf?HV90RlujsuO>q0W>021Cf)@?0{9EF( znn2Go4CSOY! z7BVfdu}4=&FhPbU!3ZhJ|f8*6>2!uDwIxV!?())c|g9)xo$lEK<5^+VU2}IACJ%L|E=@{4( zB-s!Wj|t|+FxLt8U9US5Ob}y7D1uF3mi4p^m_TVh!3i>f)$3utV1kIH1XU{&B>p&{ z0Vc?IAxHrxaPl~WSB!gYARrk{FkQXiDVU&o3xNnU!TJ#ks=x%kI|xkD1YKq_PdTS} zSKNh#xokH9NHM|qao%WxOLNw=2NSsOCnQ--AaQ`Dr#&*k1Rp~Pwq_If4Bmw%&>7X| zH|z=WA_-6?6I>b}jV)2V=rz7Ad`Apn^0vfVrX`a5YgK~@mL?F4FcbV(^uY<*Ggc$> zpty0K|JOJY_dyl8%*05)Hazx*_Ehdm#&fr4{DV~pSyS?|AGGH{9RlH9c11Dva?5wGi15eoj`cAtm=j) zi0YhD4Ot$>`~MVYxqXWxOSfz7aY~2?%Mc^!pTKNz5e>-YlP( zEDb~rf}lJW94)Iq;P3t>@4qbnFAwfF1MX(_H`$Z79004`k0T@=tG!>&Jm>Lhn0*ph z?Zr7l5p1=!%F~O$YAY@ioFJ?1Je=SJR(p1XplW5cHrKjO1**RyzPoqd1TvmG%f*BRI3c4_KVOC{U#1WUZBO8?eeB_V1ngdge0p8Bn~j}hf_Y7 z;Hn?N)@*|4D#irb%2{$?0>?lCl*t4`;$pBRMjS6HgqC<8N|<~t;a0Z?HeSxBqARe! zQ9nj7!c1^cDQYRSXS2Xw!Q#e=c)-z~rR$k*V7#8BathY^&nPmUyFFJXGVf4IUHM}w z%*&uN1j08jqWR3cT=V&XCh$&fmMP8>n8%SND1&)e&tu#qd`IlbEHa)uOL~v(_&3&Z zsABCdf1;6u~BF5pqolOwiVn-~^c{WC2{x@W6O8jGBw0-$aey1IjlT>g=oLh;HJiY=zz_EXYrJwqU;@K%0+h)FV>4p0 zCHmOEz{bmtB22!PFl^QnO|Ycirnz8(-thz@%mgm_`M4+OKk}p8z`wsjco%TA=k77x zG1B&JiCti=M@%E*x!ZHH8gmI?u-fEu8PO+M(DgGBpwqiPGo)^8am9N98A#sEujcDf$q#pVPJx&a)J|Ng6rys zT)+f{l>}8Q6KFcLX#jhI#lHwrfC*x@ci0Up>QKF2|Ne?Hn&7F?jp<;5NCg5BXo9N1 zHN#*}Fs}uHNt(bYl6iMWSB<@+U}3tb5P%dDe7xn0dxFrUdTwBXmuiG0s|h3y@Mh+$ z8(;$Wt^`}N33QWoqX`n)ty2UO6!s=SnN0A!`Dv^gqXY6+p(QE?5hia-bm)a9`1A04 z449zdFoF?gg8KQ2+0dT3YNwWn8|TYQj`ln|{s#V{@_3ww8?1Hho@6|CdyXu&!Fj1O z_1;35mqywI!aFZBn0e{_UFp$ImCQ4=|QA5`1j1SiM@_Wd?L2NN7TKv1eMVVlNZ>I=Epb5q;$#?}OsFy%sk|r=+%{=9Ns#^fQExb!I z0Z1`H^W%PKf{O<-RKNrU*9l2h6G$9juWt?wzywJd1Y5HSMh5Re6Ra=^!s`Tu4+&5v z6ZF-M$HwbzR<|j%#H1&L$=4Do-Fl-5z8O2>^U?!e6O1qu=*P9}3GI31!=gNK;}pK* zXwSFDOQD~Y6U>WcoyGqSf^S|#7R!mSKSe!kZL(`?*k^t zFPSn(oF(_8R1>ImW%dLU!cKdE3DVTf{*ic0kY>m12`ZO5Yk~>ndk~6X6DTFA-h(|s zL4Sf1WP%00r>=nshU*bjtxPapy`n9cp#MmM6kvh|ug=be6?I@d0m*2Bi|!jp#RS8=cB2Wrmngpn6ZD!(NV1wh z;sC>(!(G4xbruqA%_f+&(H~6^zxj(l>m`49HTh zL&kGw>2sCY6L`*($NkNHLjvK=lF4LQZeYG2PPm*6vyY0iZ2vCR1R1>;6C8CZSqLUL z5=clqCa}BB+!6a{Q}%K&LB}vc5p05#*EcM{1Zu|!PLK(_e;srO6YPm4s9Kreka|QV zm|*2Of)ro^Bj2Dmu%ez{CLkG2kd$~}9GD>DCV>bv!L6*+Brw7Ky96d_g4rFIr<_AK z4I2Xs^U6a4kYWOBr#)zbih=%hzy!vHge0p8Bo1)RmX&T`g5j?Twq_F?nza{A&?jj3 zVK9OHdjgcn1l!J@MH5U^)JcWL^R6UJzLqc?*%wWaVIOJ;CYbY!V1${#?1I-@XwTtM zuaAoxC;Gp}k+>svk6%BGv~OtgJXq_BiDW!?d%AaG-VB)eENM8*OV29=!Z$CXiOjsb zy=9>bSxn+?`5NXBz#nelrTPRQWp(=I|5{~`k6&2pQ` z;{Ic_HDr0Eb5dc@-~G+r&5DwLmq*#mTMm0)8L}0!*i9tkxw8!4&AbJ~qJ_p8$kJpg zf$(M-(+}5cJ=YP3pgeXrS>9TlCF#E`|1S^DJ7N`d7^|f%F-`%i$+aOQ9;*%O%j|Dr zPBr)nRuicaieRhlKQMU+SS>??-~?IihT8aXV72&O1XU}mRUW?%4*cwsbbZ)@-$K!+mHq1N(%*V6|J01Spf$yuT%2 zJ2S1)tNAPTf&5CiH7Zr@S4Xm7lILHwWJ20HK09P+HD>wZX7R9j`l1UokA0g z(=o>X;2y6c9j(e<>z*eEEZ>T zF-upk-#@?v6TXu1+*zvUEXKd_;EiwF!Qa^TH-YeG8QvdF@O9WGD>&goS8m%X&QiWZ zstLx;VN7uIr_w7hL7R<)#AAX>jhJg5Ii|bt+3${92}Q68x&)s&1}2EuNpONp(72@G zBrw6_Jp@%N6HItJ#~n-%d4M1VnBaL~N+GPMeqjV8qX}B|?vHN)nSYEx1e(BbhFK7p zz$AviBu%g?g?V>}i(MDIEyE^(0Hm1Uc(=W1g70Os@tQ}@B|?(b1QG`rlQaaM_%pph zur-_DXXgMkLBsZg@Q&DV83ZVk33_!thb^)1tQx-I`^*EvS_4o+`e9{Y}YZ zf)QqdoYV#8(4Id!jyNf9oC+U~_N-XITqhXX@0${=^#udTc<%Ph+rZoh6(8PqCA4Sm zPy*qb7f}*3FQZjk;uC)b*EI^oSzhnv$dVX)6iuM7Ir=wbxsyl6b7vW>&)f%<`nq!m z$P!mfAiP@5b4{ zimJDUfMhg5yR=EZuqQBcClG-qaJsh`zl+ysJAp}>V9g%p-5n_^s^+jTf9xgzDJIBj zxDQRxZRP^}R(AdYLXy=45(oI?%(4pD6O_jgY|SPJska|Z@VH!|1MCS_o+Ch+OmKhr zc{D-c4?S~e3F8#PQEPOmOx#!3Z;f@2dIuh16LUqE>_d{-W||A4hv? z`kcr1)M^`c2-bS~PcojnJ=@wd-^IIBG(Q^VrMrBce+R)gFQPjx5t>rC^q{;Ec|YV;RGVk z1TS|DY65!#>v04oX@b>rnRjUEJY@c_3z~?ca=X>9u=VRZW&u8D8yqEy&nBYSTV*>3L$KS%;p=I9@l2jAe zoZ!n@&-a1}CWjMj&nAd8GbY$m_qG8{(4ZkeNha9*V;PztBf}BjmVCLHFvVIzmB6&b zq^)~#kJ#0T1jApQHCb0b%vJzGZQVMFMOO592%7$yvT0Kc0VFAAf=@6HCbP!dd=~ zOhkxwnI;gjxEl#XG|OZkG{KXzZr*Ug{i-)Uv1ZwyZ`TAi`$1(?rkKD4;dz84VuC}} z%+qguMcP3y!9W9{aGSt0U3nMQ1P6)`ml9t5of69iu+s9u@C!Ot}ZOz^CdAURBs z=NDTAGwQ@`0+MKg_l*%lzy#4I0^u~lzShPzFu|Iq1ZHc3tuvVYF1~rF!o{lU1p(MG zf%9D*t_d8B8x>%Ju-Akn)dV&tcu$*zZ^Zu9O0Yef!0C1tt_eD-%G$vM{W=Ixk_lQ2 z*RUljygctfOQM+_+GJiu@dKj2M9ZN`3O<;3^mo9x(0BeG< zM1t+v1ObJ5G(l*UmnWEDKnej$GC_g499u%3;N1x=@ji_(#aiOVA*Lk;H|HzB1S#nR z!)Jo}H5wh5V1m+bv9)my7YVedax}BAYUFvxY0#b{0?F~h?Ws{PU&f8sD)IS=CWJu5 z#zmITj7vs!JpKnpQ|73h)+}ik1hPyV%IpW#;kz8yH>z9Yc;PIqF3f(nVU0hO!)IJl zLm;AAzMO$3Fnd&&!Ud;j_Sadn7%tj1f!@NHU{G;f0GOb%osdLK@LwQvcgW+nn89EI z`M-q1ZG!M*|C?ZfsxE@#GQrd>18czqoerw*k?NHR-YHhr!kWO~M35XN$lP7>2(Atv zX9ALFg1(_@BbcDfl|VR6P;2qPe-#})j=*e9;FispK)dM3MwpmUUIbvr1S5j8&;&Xc zc^@!A+Y~~QY66=RG{w|>1QVnx3ASewY)?OqCYYo83Ev%Bt0F*2CeZjA(FFGwB$%Kj zb}S@Jv6k2s%(TS#kLmz0LD3R|;WI(Xx%ipz9U)3RxBEJhFf(Sq&}Tv>%X$KkoT>Dw T><`HFeLTVNW!kju+{6C?99leU literal 0 HcmV?d00001 diff --git a/utils/logs/study_0/imagenet_vit_map_jax/trial_1/events.out.tfevents.1710818208.dcbc4cf4a4e0.1498.0.v2 b/utils/logs/study_0/imagenet_vit_map_jax/trial_1/events.out.tfevents.1710818208.dcbc4cf4a4e0.1498.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..58ea6f6c6df4aaa99c59edf02b3a82397fea038f GIT binary patch literal 226689 zcmbT9d00(rABIb5*pd*65TaC)sWOyOn#q`PM3XvfRp(sR>sX}DPoGF>-q^Qhg zDsu=)@qPAo)_R{c?4k45xvq2G`&#$Ae(QPm+IzRQm7M6G2l>`zs{jAja_fZ;Y+5#) z80_so!(`y>Ni#zGbRVWCXdgOhMo3_=UqIj-6Q97~NhY&G{R2!U{r&GDUUP!|Lnj5t z3s(9V|D#nNxHV99UO?WLzcj;kg0=$1fWVND0Rk2ICUWf+-PN90J2w!h3Y0^9yaT+0 zLk4KqjOq4o?Up4=-l#qa`?t1}Ku@4LIoR9RYer!3^#1^grPr(g5M3{OM2~*}wcWbz zs_H5K00x3if(DZV0w;P0c!h*c3i=Q6_kRY2yulQ8i+_mJxeG?A{;7YV=I`-q$Qv37 zIt$c8|L#dwZy%po!QMV||Km86&g%ml^}Q7-J^yjW_h{j%db|2~MBitIpG+7^VUfLDSjZ0sg+;q5gsF1Derf2_8`Tw=X+-|AVbkHvg>p zwH*aB78nW|5is(oSZ8T@w}|aF|3GqkE@Y?FTL2+)jK)4e8zc~1`tm_(g+ zxgoX=uvIf>joxbh4_H=yV~pzh?iA2aU?6B1Iw>TSwc~+ILHBz*<>BNX?M-2X^CQHN zYNMGOex+~!ioXAjq-BSFo~orb6v9McENCo5a7tP0*n?D4nbL;hYs|BX-K9^(P9+;4r-Lm0zVL#XAVF$@g-|0w(Ze+d7c{{J}R3w9zW+%B^H zz<-DF?)8*RRkKkP$3kExX!UoHr_T!T4xQxd6*6n$bpMc$|MR>;{ipLE-1>xRUj6?; zhfbR9t=ek>1??^{6*MEE|Nrj+fV)%E29MFf_vV5D|8R4^&e*HEelmsYCFmj0B5?tM zlPCMnm<+_fYhm|#^-n44^^aJ1dE9H&b%7L-KM5lG1Ee}Ha$ui-kR}OlpQ~!jp&(rZ zMgonX;7OCF2mRfCFQ33!GeZA639Q309&n+t$v@KNo1>~#Pc8di&qkCfl2dVqoa!8y zYnAoXYVKTo!^}n9oBf8teiSED2&wnue!{k6U@aQ0*mI&sMXvS8@+C!g_gr_U9iyW zNFn$wa?oP*vUjRrVWYlQWTDKqU|roIXIq~Ji$5Kx)!Y^zUtC3t=8lIxf<=uPh2Xa+ zK@0sI;mg3{;P`za3l+8n>$=#IH6scv+5}Roxh*DiWn34v^`2USg~0*}!EYgF1I=SS zGP(vVDt2EHS*WrtESMA3NwB3cSPVWvt>(7)WzU$X_nl%sfW^3r6oTJE11-#sb?XKe zl^07y76P_~BhzB;>{BnmqEP|0n%kn)IL5iy7uRquSR8srA^0tH(c-(ghay6c>_IMG7p4B%O~Jyf1BKwXFhz?8T{akk#TJKVio)(z zV_P(5S{!iKb_0u`@ziQ=i&aWFXt8}^m@`<^%%l+f7S?Ft-r>tUusG_`RbktE#4JPQ~(RFxfFumVhCE)bNhS^EK=?{i7eFF7S>FQW=v%4{CUyD+7JoWY2!4wow1{7N@H$u=-nLL=p~1E&Z@_rJqR#_WyyF~yl3LAe z(fjmyw5UD%AO*Tt9D?JdCKP)}+#w}ttPGk7k} zXEe$Mi%~Wdg5M$zEvg=p;(ht;XZVUNSH_)Q1Hhu^DGI@Fk%<;r zJ6f~`i`bZE+!mVS8LtL|e%)vT7QZYh1iwWNT8#R<)fg;N*9V9! zwAmIuObgxQap_>O>ln3~+d}0bqc3{DorLe?DBqzF{1(^HqQ~O!G_Xkgu}oyql5O#s zX))oo#WS$5Z?OEo)!Y`XvKiM!-tV*b;9LyRp%DBQd1%pPQ^W$WNJ-owI*wLsi}_58 zrjc&OVBvd^TFq^-VKgJ7>dUX+2o_heDFnYoF_~270vS`h=c+RxwVz|x>EHZvom1PGr2-!(S~iYmuX?W)qgNpyg5a!=C-&n zm~k%3AGdP@3y)k1!EaH47Po7sDTBo(#|BEm?rzJr_$gq#GXL4WUn{V9;z_OMws@hy zNZMwBjcbaIvm(t&Mpg=sNt@z%3o@$@FOn%knDZ8lmY#{ZB5i;xEt zg5N?7EsTG4$2->Jjp9TWdTfhRs*J1q%Ib2=sQzuK)!Y_4)-tZ{PWvBQgT-kh3c+uo zffi2&&Z&fR@hoSr$f6_L;vm!Fx5u^)a4u4Fsny&TYMzX%yJx7}da&s5h(hpNXrjgT z;}-Zj%2xNX$f6V5;w{snzJFK^SUl`Yt>(5^^Z6o9R7>5T_zI-SU<$!+p@kMD?LU;j zxd=P*Ok|_5s23Kj>pQmeTwwih$*SbY@QEyQz?K_U1p4A7!%N0T97ajd(u$ij$i(M5%k zv`1$>k_J8Ctz#ppeZ`-`v*Huws}#hpU%TQI&3lNi1YKM`xZ*H>g=%(i%}%&<6f zK4LALi{x|EYHo{|(gK{QpviaV!MVuFr4alUrg$z=YA-0jxzNpDD6;6nw&=&aE?(ct zH2@2bnj zH! zPzZjDAq5LVtGO-WJ}_Q^Oi~ND4(DQ57KPxq z7=ae{`Uf6@#nyspA`3IN#o2m{tJ~=G)IhNCeM7D0wz#sDaV~!O-^X{=2K}TE{1&6p zVua%IPhb&Yzf5Fd&bByKpJDOC@s2ZCWR9X%b6XT$E5nIOn3KB=&PARth2XdFM2o2} zA`XK^{ioYS78Yy^J*LIAUZt^Mq4$wm&24cy;sshPbUXYFEFx7J7 z7JkfgF+Qsz6)X-Mr&e=Y>^FLh7G2*A)&Yy)ixh(2A^Uq~7Y7HYQzs>1H>$F?w+ zXG~NVzsjFrq4tVe&26zQ^dnkSj~|KOpg8`6LhxGzp+)q7{t;lYT)U&l!jf%aD#x&B z73ymT7OxDc)!Y_pU!S3c$Hmk5-R8~a6oTI(6fLSM?&7B~mq+&(Sy-_x*8X{n-vBj= zY?A{P`je^E+!n((zDA3xfm?iFqE5`E5d0QlXz|@L;WwNM$LV847X8^4Gnq-dcVXKr zU=hE7TFq_oQIT<%G-+pkPq28ul0xuX%twpr_@2GNBJ@az$ikX!F@rf#)=#rqfW_Qg zYBje-YCpzAoh(nl&-I$Uq7eKR5oqz={{_CQc1UxL$b#dq(yA30*G1B_eEgP|f*!S+ z+af6b0Zx=vue~kcTvYa;5d0RAXtC6CsRo=2-En(F76aJl;!O?Xx;Sh<(+JMRx0$V|5x>B=4pW{1(g5!hgx|hG603`c!0L$F?YDcK4Tp>Ak^X*aT`dx5ey2#%D<# zm;A(gz1e{jg5M$ zv5PH*;I~+b7HzJ^zX6Nq^)&^;?zU%J1TnAfoK$=KT<=mxYBje-Z4e`)a^Bs-cbgwr zQwV;G7_^wQE*Fz_QmKi^!hvm3`HOK~3=Cp?&phNSwVK<)deI|17t33(z|XtwmAd|S z0Q?rK(PEc@eit|w7Aa05h$GwLEi4HdsV$rdD%X3^Qb0-RI;qCW6I?bPB<5u@)`X zD(sj57G9qgiY%Pj7VoPV6Lsix*Dql4y8fd7R&!gd|NRxu#ploqf575Ka|*$4u^ufR z9Jj&OQKx-3iH^gCZSm|U!@^%NB@Qf>&ZAayTMT^0XuS)|hD3nHqm>kb-(mw=jDNLh z1DuPoosWtvT-g@!-xwAFPyO&NX{i;pn%m;(etG<3*7!@g*xg2hDFnYoB3eXhzN`R? zCFgQQ7K7LpPM;YTLql)6!nydKPp#&*@Mu{NEgl(NUJd7B#B&P4Z;^x+nXw)4yUjbN zy%AXqW?N)4C+bL#Yxv!RUg6YgZi_#w7qIoK#yBFLV-WSeA)F}$VZ?P3E%C}rh0*lK!ZA2DB z*cKDsGbXBjvo;Z6aomVn&26Ezq!u&E{idHQSoAfg5d0R~(W1R^#R;%bSz{rx7|OOd z_=aIoQfSr^ESjWHtGO*MZ)GH{+tvLGSUj(n_TK^UTkJ)PgR#m+U}3c`TLf`uTfAgi4BfisCRiBmrdD%X zoXcmtH>h~xF20VkKSm+=E%u>B=fdc%U=jYPSY$DZZPAaJv?HQ-g@c912WmC9MQJ+Y zQ<#K?=a0d;sQg7C_$>~gh1S;SOt5G*@vF#UG~2@N1!JP*pZw|%7QUg>YHo|NTE;7o zV&z5C!Q#eB3c+uYi54eLUBUMu42uT64mp9v=2&Vqx5eQZN_bsN zpY|LrqBc_qev89sasBSqiEu9LY79gcW7!s~nCGI))~7$f;^{7 zSlqrwA^0thqec19e*3_pwZ(Xmg(utM-UEh(-i)hwuUG6ut>(4}jAl&Ki1nfP9nNDT zCi*JS$g5Tl-S~%@*H5V+5 zqJN7lCbBK^nCBwVc;Z{I2-!ld=C(LuQh^h-p|@r#SajS^A^0sWp~aC6xxK)mc#&2^ zVR!qmEfy3ouZtco_}%7qYpB)S7CVnOz^nV##q!r+u_TQ`@LOC#iy3!MYyyj@%I+cy zU$%w$6Nbf)H5Dh}T=Y@t@!x803j?QjcrMz`*LV*Ws?8__zr{7QI8yD_7M`)^d2pG9 z@LW`KJj}~}d?9{Ryrk^%M|ebI-;4BeZV&HMsuS4neVje%~-buj@ z=5gJN$iepi4kWnO$(^d9^J$Q@&!1!+UZ1m{yIcRG8nmcPPz{fwsgfT+X}6s5jg#4b zvK4Iq@eVERxLwt7HO-Um36xqla3Wr8KDZuoK{<&=^5%lI4{l#(rQKe59_gG^nj+gX zC~ddy$%3qWyf`#e7%}A>4|uDs&co?Ex^h_%Z%}mOb(R&hS0b4qG{qn|JTG5cwA%N_^yG_|2CN>)hYBR4oUHa z&~Fn&6Zu1b=Dr5#IC$>iRWM0rVKj$3^eZo)M!S5wwGAQk2S(5g8AJblnRz&b{+Jas ziyitG$~|!&6E^oQfO%XQPp=mf`eCbPBB;yVO^YG)EjQ61X+xiNc#*9&&p_xW?x3lX zLtp(8c&XlrM2SR_oTaGbl2waCuV@NsgwMbBkEqdyFE-hH3N! zkv{8b2Cs;<&Opd&@0g80;UcrBRB#lEtZgnX^h@V$z*);v*)kSFe}R%B1>y<)*+0{9 zU*0wN*$zVAu^A1K6#A7Hqw$c^76rV8(C=+T)5L}T#H)MpxSAZ>^B6*3)tn~PDfDk1 zY5xjBe}gqmwE*rA`Rl!_PDoDGB5z&u9#(d)&8e)Hc45j0h>;Ut8<;Y=DNZRoQO&qbyADhPd_ zc{EjW=zp!s#di$M7g~8h=r>tT^P~#>39EPGM7UKh8w$B_Kb}VN=7MfF%!RUcUL7Iy zzbDZY*+PHLmm{|zD+_z;jS)sn7RRI3Twfo<>2xr)pN|vnL@(#g%2SKdF)NMBXBNPo zWR0R3yn7PS7x%>bOxjlv2|PJDPAIaE3(8;4gJfZ(7I~n)o zmVQrN2>lktG(=M92O8$%At_w9Y!0E{tc0eC3;iWlTk*Iyt2D}k(Dy8-Np%YSXA6C7 zA@qA!&_w>w-_m#|I__~4T!u-~ucA5Jp?`kwF0^wvS9u0Pf1})PY6fHs{Ra-eenIG8 zQ=wVx&`(@bgjs#Tqs9m3F+zi0FDCRO+{zFXb>)!_gnnNw8YFG#vkvd>tvf~#`ewQ` zRdVRdjrfJ3-#GtmHH5xbXPPHf=x^Wr8Ye<2VW0=(!np1E+y6IVU$8v$Elz6B@85 z+G}YB@1Drb!##0X7dsL}!YlO@Z2!K}U(fM?tL;~qm)QWdKOi#OtRuCYTV&FlgD4Uz zc&Y*-^X+H`ugLZo6#05{QeU{pl6z@&6pC!unAY`XP=qL{jMY>8p*0RC&iQ9YTNP5Sk_~^rswJgU4lByX_@}{;$zAsZODv z_pVY4Lf^)lCh~`V>#;BK68DPI&45WdhNv{_Z`mO95A;>88a$5-fRV!$aw4u*BynesOc|+)* zkEf}UL;tjUQ~U^HNKwK$2>ne-G*7C~&x>hgZ-G5>sOq? z&p)pw(+u7{u};Q4>EC2tYY^G`q3>*=NDarcw$?k{Mv);V3oSupx_m!sIk(83KQSm` zuO40lC-<-h&EOR&$v_d;NqgSGMK)nn)H27bzK>_dZiLO*^5 zMx{CeGfhl-{6@cg1p1#cthx4&7wilhCb`?!W~jOL+HOh zPg5m_zUqDh41M{%&IJ(q*RRt&sY1VGpfOH_ebLjkkPET-G?F(LG7sbSwKUR7fzbDR zL{nr7eWmJM!H|{n?=C(hjF<`&_ACAAZ#Up{$_1E4LRPMPMK9;h%1Y0Rn3aDrdYpwl zF|DK-yn7OH8uz3;MlTaYCjIe$BNTbroh=f!njzwn*{d0dwDy=vE$0?-I&uL;E_V9W z2Shdo(hOb^-J2+~cE!N`aFIPY{88TS?=8!^p5j8k$Y(juT5?M16?jko_!%0+6Z(es zlko)aYi73-LVw*=8X_t5tp`oVLo#`3e+)u@K^{#L7y1_~Lh!iG-8nN9LjP(pO{!Dq zUw(C`5<)+{geLNbe$O5~&@sm8@idqu&vKf>9r}BxN26WD^vL!Q`tF};hOD9Qf7S~^ z-{L3DVu$|y_&zv~cB+ckVII}wKQZQ!^T%T|=Gr4@^AM%Y5c561@bkOr<=k1RJvOttA>O#}Rh5kofKRhm#-|qO8&CPviQk_D7 znbB|jVeBtiaz@bZvW z5c&tbXcjy4kLQoTd2|_La|hj}wt`b2z?#-F_8~LJ0{r!TEaz^`NH>^P$b4yT)`B z&y8`$ec7)Y_X0w{!*?1YDfG=-ZpTBiQQl|(p|Aa$rilyv#p)yQxVG&){|sK~rz%aN zcBxLGZ`;TF54_SJs7@34L;uR}V028l9$$cy)STvUhyMDsS!lO?%F;;?`peqT3>ib; z`e%*@gnm*dn#B(N8O;Lm!Yb?OG9BhI#)MukCiHt1EkMxE6fJ8A{c&bANZQb69iDRd znotP+Q!X@Ba_D=Fn}(rp{v>}sg#N|ldG~1s@1AT|!##;|Pd*GHD)l04g(Aru&!4K-JRC(rugYHok&BJ#<=i4= zAC95Oh7%WVfXJ*iG=o7n#%P;=w|Z8_wcF|6BPvoVB2`L7@=(`!3NS zp3t9V-Us(3fB%=;5c&?cXo#fHSG;@>4{6w#%`GAHpA^tEaiM>F{Xje}^`xzfAoOD% z(WE+serf*>9uWF+FK8lv=wDpMcvo$CY4{bGq>pcD4tMB(SvLjk7IbQ70-=BP3(b%* z^sj%CKMtWkyP9UPL%;vtD9q}NZ5Om*9v{|wz?etQw|BH3GQOb@TUI|DLSI2ZgQN|8 z*5S>yF4Kn4&o!s1l0*N)+DHuj-Ss~fLg;(+r+HF^etGAOIQ4lCPyc{i*x^7Ud2_*_ z8RkOo!lwZc`p4X8ifo}DXl(BWS$XxLS%ffR;y9j3=69d*mhVUT@Eg(6Fbi3|NSQ^pU?T^(XL8$v(s zEDhob{T*An;l4PO4)TT2_q;+wB!zxxCgT_UKD!1BAoM%t(ll|QpEA5J9+&TqAzvW$ zCqAS}bqf9FS+*S@^k2WCiTt5o+F%`C;`Q}cyTT+HSI`{p(4WhEQ!QxumuC?Ai+<4z z8AE@)$?K;O`U{j6Q}e_Q{lnMeG4#LGcgcZyJlvRGFXokgi#tgSkh`BHg#Pr_G)UUe zXC2s^rj5D_Mh~fBmdnEQEfQIn9$Q^wZz&#)%l3>@X2RKf-}V^5%jj zBNtk9R9A=4A2*Dq$QJr13;L@-R=!cYT`7#1DvrmascfHy*WM4SH_u_ho3*Bwb7y7D zLdLguHn;n;3-;t*XPUvgCnZLhm7OmXRKaZ8zw_&A|M!;V;uvvRX}OZ|2;%cYU*Hc1 zAC;R-fq1gAM_4D^muHrmDbWT%*GkQK zF_4ulThgRDWo7uP^re`U?Pwx@R+_ZihF8YCl3zVwl8g;$4tG{&Ik}@Y?a-K*dd2>On z2j)V4!0`K!l|81?6xp)Uyh%nw$jWbzHun%l%zKVU=K1}YfzzpRWo{do@ThO}a_+3` z;FOB5E2FB@-5@Ky8YEMPz`G}zj6Hdy?QjJ|V)Z&r6^fK_JmYNXa9Jh<{CsTbCDq9g`X_8@nz+zk_(mU(>&0gm z9|--lAvCE@p?^$GB_Bdx!-FRBhyKX(>A3A}KQ>zolk{N{&EXFHn~Po1ZhOwt#t{1J zf@p?}p&vB8Bfcx55Kgn$q5oBFA7-_irbZW-$8pQ(^3fz zxka8EXJY7oHTn?%q2F~W&EOT$bwLqD&m=jx$TZq%t2_LCrJp@TT<8z0s>WH139`?D z(2q8zK|G;<#)IJIS~45deRU{pxhm^m;L&uXo`Rf&x}O)`3_0Yv<4) zX+xiNc=cBXzJt&=j-aWMLqB&}7KZ+{nG5|O^j%lbJgGuILXYvwWN!y8&VXFl98V*8 zbD?So=0YdGH<=Lny^?5(Y@six|70;_<@a|DS_vcOj6XXo#|69LbRKI}oCgy=u8LmH zot1|-Ct+4D_wA(vd*W74jXDJ0J*gOmd(v%M^lcDvI=f?-P$Y9YTO_$#6p9!d3+94| zW;wl_Tg32LJc?{-HGV9JgZe=DX2)5j^= z2Y**__DUMW6Z+v<>bNiMx0!c?&|e!*LnMX%_|A;Skg63OUk9OoDUqg$3w^ue+IUiZ|&LVjfgnow{n#B(N@}XBSt0NOCr@%bUyh^VZ6Z$`H=Od`qlp*>M`kixW zkhG!CI=qx#LvBLom)@hPl0*MT+p8G*cZO_qgU~N}O!K4)eO)ugPaqcD?{y4vA^#k3ihOf6V2e=lemevC$4FUUqHlWLF!eZNa8HENVjOlWftJvCIT+i z&^&rMx5$;aZ75>nn{)+43QK7QugHX{D3YNu18=7%UAX;8D3UctTJ<8ocGN!yp+CNoCh~{=OU<+BsFE|;0VZjG4b9;W{i$wNXjk8$HUdIF zLot_{0U1MoTyCiyg#HROn#B(NGob~T)durF&4$o#sY$OF6Z&VWN)XhwnWG|vzKRYF zk~Z{NhqtXoSyu>s1wEQ7IrIzG7h&l8|53jUp+B-K&66th%PYR)MC2NO`vker(TYa$ z=0eE~%!L)(7TZGT$2-y#*+PGE^{ID|l~&^`>pT8^Ga+U!J1ZZoVtnE3gZsN~FyZS0 z>E+y6x%TG{%*tU647FfSt}UP$ynA9AjC&GsEItxM+$^_S3PmCoutnTvZ^p}PSvM1W zWX+_*Q;Uat9rk%G?`c6MG=^>rbUw?9i9n$jIvZPn_4mJkFX!uNM>gdL2Gt=qq>7-VUMP zVi66JHuTwtcdX|u2>tiVXsYDUAE{Q3p>JGr{3nEd>o}SxUFZ)`z+6awk=zAxVOJuJ zTJ1ie7F`lS&W|xT)B+LDH zVm)_ShWDO_yW)@?zsX!q^iNs&jWMdzk_ia!wv? z?{}pk9#BErSNuESDJmmq5>NPt7*!)hKBJjK|9_`w=%m@+szVzS6iMm7b=_}F#`2w~ z3t@sCwF#WK_}>%9cmwL_r3smEm2PN9pz4(WFS=T_ft-uzOd$CSpqt@!)QnBi$KP-t z(~SUeH-M{+8II+GpPIpz|F(XD)93f9mwOWs87pA#hF9L*{=v2^S@K4;!2klr?tqZv zA27Pz*IzykgX!c<0K}BQLZ@0Jy+8Tnjl;h~Id$>ZX4Qtn2$Hldz&gON194$C|FCj< zE@Y?%co100HBcE?g*D)6FvHvKAJBG;Ns?-BUjisq4`|L}{Ag6oA{#SEiP-@JlQ$(s zFT<2rzu}rWyf~N@N?>Gb0+#^WFi21Hr_;U)6X$U>M|#GNbigrPG5TgBNYC&pVm)_y zx|A{AELoWB+8Xv{fpP$S5WM@66^;AyHRkY1aCvq<#mMRJtxR4FhfB6G<5@N#mPMbz z<;P26J-3T_&3uf^t?3&gz$Nc90pWGo9)m93ZEA1B1-DSk$4=<-G*)aA6e+0T0gb=1 zXf(X|II2sKc$y&Gy#^_{BVS_^R2vW!Nlg%-$oN4%?|{`+&;%u237ohlFf(AhD>c}8 z(0gctNOJ;JrzW^k*y#o|fk%G=$=?L!Q*UAuoNqg(945-ffdFwgLDc>3c!^Cj3AzGdvDWpchVHB{zY8@A~+7|NkOq@$`9O)Tb#rQk;S);-&Vb&)o zJ)_rir{@M`#@|0JdEDLy_9eR+0pZ=3=s4ULo05ek;9@uEV~WrvYdwd{lG? zc-G#O+m%5RysoED?^KAuzHvL3~-lDoD=HPPeV0$u$OQHwk zlB<6~1D^n#F^^c!?b5Uh<0lsj=N&2nm;6`)!s}w4j4p0kQ%1uDw|JhSq0r_2|6N2E zT(GzQjIQ23KC^n0w=BsJ~}Jn1peCn{4O-XiX;M6rzY5ZNEx3$F?0uk zk1cq3d$#u{Kw@wf+b`#u> z72se_GcDW?gLyNX0ElUVn{63S`8blLG#Q#8@-jh^wh34VIMjK2A~eCNVgf6<2}T~& z!X|LZnh*d@kp7GSO4S5$KJD>x8qjjpcSs4BGJ?sQ5_=gb(Ib0>JT$?=Uj`p1AiVox zupNiA#wc(AxQtBAT`P2nPUCQK%o%`}TuJEL8Q@}lo>K8AV@q-;5+LzQbzV}p9xJc zI+UPDYJw6C0pfCUbT>m2oSskM#5F-^TrHwHu1anUP0)2IfvQszDAqJJhkF8tSOUr4 z1k=kHe`p;#@<~USD60el#N7n7+ZlgoZFe#<8k(Th76Kw;6U;T;T?tKaD2;%zn;@Z0 zV;sziosG}IV7}f*0K_!GH-}b8^0ckz0Zs7d2tksz30MdCP)iFxCun$;z)Eg{ySnYM z2_Co{oCHnab%y{-)dcBbopEUW)jt$NN+=Z*Ox~2xVx)xW0AGA^M#VD%BU=-grCqoT z>Df52Yk@FvYIbv^XPTKMre}Id$u^kvLCcBt-07)kx*PYUi;epo*cbct1cY~As&?aO ztsZP114H^Ua;3V<-+O{H8Di73v}H3qpqv(^-jJSJn+Ot5dhUJq3Mrwn?jew#cTxz7 zr1UheRYja_`*8eeo3so9CoVl#Sjpj88#c@>1JbkCF#=Vm^!$^&M;+30+<5}YpPo7D zkMVW1!}Zg6m+5kY0CA`1&oPE5IQp8qBBW=ddjv$r^qh5Lcmbqm(PIL}PR|nuTHs)A z?RaS+4Cd2U1VBuBc9_y0Nr{*5pMmt${X~$YO;6SVerdhZ7hXqOR1sLo>Df`o2-9=H zAiE!so?q*&qAx|M($k=_8_s|1tAW=bC4M&`n7kpnjPxR}tZEQR=LAToks!mPN zZ9&0NXo6w)2qb?K?0ohVo8U)*=1zERap4&O;%)-FjE*>#hmsQU`!>(Z2#AbLU_Yos z9yEbv1p#9>fkXc`IGE9M!sf$ZTK^ybVw#{|RA(eTZrQ>Vn&43_L6Wu!*az5VeQ#)j z+lsFAl_R+c>fh;sO>q8tZX7hh5j6rRRTE4&-xr5=-cSGWkP_uh2_|n!JUonB*wyg) z7H9(3Rs=@2CI~)u{2Qca*^8E|go#spgd;tNxpu`d{nc|u7R>sLDq=l%dK%|4p2&NA z=)jh+F9FJ}=!4+hm&_x$FI#om+y$4!UQaFvU2dJ=a9OHifG!>>AM(M)b`-Im+okbH z#sh&2`zzshss#Q7gx4kU1iEZFILI9?I8EL4pM@?vPl;`U3(a(K=(dEmtAcxicNPSR zrwKmj-9U;`r>Fg(2?A^gilio()`{`a@Ar&I2WWzN&IC?e6YO2g`208gww)(5LE$h0 zRi`GHA2C)9n&9qO0?FS5TY4~_96g2B_9IB-2~^CcEGXJ+t|4?+!N?eBOo$1 z!JhpdZ=ng!2NN)M6AZb-c+}yfrxgoeFxSo_0AiZpWTGjKxJy;y3upqp#RN&(CSV=l z)gN;^Kog{|Ca{v5K(28=Y=Z5RPjrSR&`KnLQZ<3@cw4-jeD3tZ@0y?5PB3{>!ub?# zp-%ZWJ!pbs=>$f$CMbGaY6R&SefFxn>)&@Fa!zxkr_M{p7le0cS{lQw>)a*QbEl`@ z!^^lY%UWqHofO~LP}^P5KP{bID8(r zaQ2$q*U$u(TL_G7P0((#&N4{P`w8d5go%@Wkt02K8SKX~?OmWZ2xk4+E@C}*dcH_n ziTk4VS-&sri|$bZ!n-d+F5v4|sONqUxZvW>D&G^jtiCR`3D#U_jR*8&p%Kf#h!jMb)?11k~ablL(;! zItrS=+l;`-)&z2WPd9_~To$_RlQ41OZgQmOHh0GB=(Vlm*21h;Mic9~)3euf#^V^G z+8r{4eKATQAiVpcdlUD?ebPC9a8cNlpg-vE{Y}&z4wsfkdtehZieH!wE~$rz_1rG* zHV5z=pG$dl30&HrCm_5oDtFN3ZMI<$TyVWU-5n@&xsoTg39=S4-W^KpY%&|}3Hm7J z(*BFxe*pPn0HP%U4g+==|=#>G(qa)fk@K5u9XB$Fu;}|N!tXh z1N7Ts?FUVu?o41MH$jo{NNfTF{Z&cO1e1mlK&hHwik~N@#F`u7Qz0cX#t=;2l!(d0 zExf4ahmYs8^d>N}HNl)-d3_;0kG!k$6DCeoK1X`~-pzRAdBxNU{I+6{@=tm_cY3~B zychRniNDG#*q1$;1cY~AD)Mn(4Au;A2bV|M54Q?k-WPJXd|bnLLPO7irH|pdt?Wsx z=XP10#kjwDJlgUUxaimt5MGz!LUd_iyW9vaxQ}_~P6%CUio`a7rD0p#++MA1>Om7M zdO(nPnm|dL@iXe{@@hXp6Zk(TD3Y3Beiq~Fpn45vbcH5Z@s_}eYXTERMiaEKT8KXr z`r!+Ks#6mTj0~O&P4NCFf#h$3HxC%Uc2KC4JQyZQO+JS{i`-2RJAu&z$6k7OhbGWc zAs{j~L9VHXJ2XM7Mg)xA1e+W8$H8>$?@76eeLCUETQgBN9=q|!Z*60iFcOx~2J zD#9&vyz(^`?g<(=5E$8-pu>RDwve9luB1H`CQivij`TD=mX0r2#%&w01ZMs2TVg#= zdRj1^Z!>Y-a|hU$V>JYXcVBWI;=U*=tSbbUhofSe5B_^kaPKLHOAjx`FWtG^TW}Cu zHqIi}bGwZ7VBFs{j`W=mF4j>5gx4kgDY_`_J$?@^xS{?korNxko{4ROv>}Xpg1hQr z9ia*Gg9#E(6ZG@AiKBac#O21&1X|$)MN$()EMPRjwZ1hwpb0K6A#mcFAgwdw`>hR~ zA~wT4LEjhxRi`G<-SrcHTBeG2Hckw+mc_vzO=kZKzR2h?m6zuAhmhh!NuxucC66l%xeypeBJiw65A+a zCb&30C)RVjGzrf@7e^&^HE0i_q?g=!M57L{@-vm8-e8nb63tyxH6Lqc;0pf0gIa^xb zSi0Jt5kM0h(jp)-HbL@)=wZ+V${h$8y9thWXS|Xh)$B(y4CW3a0wAUdf(<=z#542j zcY-E(-<=>y+XSowyqrD}pKr4St2g-u`L zYhR~91d}%Dgu{ zC=6znI{^@ro_Y?9 z-=oM2cl!nD88D6@Nt>Rm15B!|{{hm|z?Z;EPS5p;b1*&MEy(T$=~*$207{jf`&uxb z@;l#cUQ>9D6&Xq}c~ipVBc??0G?zw@o-4u$jBM%odg#!Dke>c~OBxCjC++`&4T@G*AgAMsD^uSGUDGVkcye_6+@EkArZQU9!IRDzv zg+iB`-^4aST3iP_paH@0!O#SW&1caho+h{*%y=FBeN&-6G{N0A1VvI4wArnN2lesf zh{NzY`avfGC$0(ZH-CVr>!oo`p$WcqB~W#0f{R&|wa^5%<^+|Yb=Mp#Cq=Z?Bd4w3#OD-{$;Q)dmRY~@4je#$9-8aZpkZfDYQ6r zM(7ez&EcZ_u^qOW=K2lapb37ACf0Mil;2^zqcSokem1y_nMOc(UF53K6ql*a=PZL~I)L{Hh(u;@RPeV%B_92-3DN&1C*xujA2%6xP4S|uZ3A)(~#$QHzAGPC`FmWpX zpE#_0f;DfqZN>w zdxFfi1d_iAI@B`m3H-lII|~!#tWSWro8VB4CXVIGtPRG{1QuNhh>T6}$>!k>Xo5#( z1dQDT3ZZ@&KF2Kk;$yk{SP=j*O|W3i93+K4I_dyTaB(0(lC}w02dHW@ycU`uaS(x( z+yoaEMq?AKC>-z!nxM}p0w`4zjQ_nHFQ*R&t;Ry)IeQUI-jwKB4^!f5?Gi0$0@KL^ zMz$tsJnjR2Z@o$N>tNv({&*=zdfMIHiDSC{!}Vn_>nW;b^m^{}l>5#29o(i%Om9qDj+D5n!vpi0CV@sg+mjlwji*Qn;dl<>FQH5;11*o45y)&!lx_g{hZ4DuZKR+u=KVmZC`~ zf?B1H&7ld#JR?XvP2g|Gcz5V`i}Mel30A%)D3Y4M*og7R!p`Hi=|K}*`#|8tHNg;j z#`A(-E)AHQ#c!Q9@00EoFK(0v(+q|>{N zi=YW6v>`~+HUaAZ4~9H`0!`rDk-$oBg4Mm^u?f~rnPm!1V9|vDO4S7JCUN-k#mav1 zA4mz;UIddjC6ZJzCC2P_%Y-Jl-H*V?)&%RP-!g^toKoLtqA+pxC2*u?myqE&rb}O^ z&W2exZ%M4@PR|5e#wW&?FGWp;eTgz6AiVpsPk{Rp+%*0UxY&D`CJ9}(Z{l$2b-EF{ zl+7U?pCa~_s_*vkY4Xlb_qAWWTAnqpUrp*{j z*TYLvpb3gh35bkMFmHz~es`#`1p#9>!NrdAFu%8Zwk?3c%;`@6#56(I>5LzH4b!}G z2b!SRo*+rv1grxziF&jFnm~UDftB0@Z~7--6YSQwf}a@Mjv|0kHNmpfbvU#KcCV}t zDe-+g!Q@Q|w}zM!hfL4zf+i^TBQUZxLCah6WssiZYQ{VeCeHdT9O+qnb2+Bx(lCTP=)ph#+h4-FYja5igxDKvpe8v-Y; z3C<0_g?=Xj&7MLNH0VsA>eK{E?@p|RcZc?OCy@M2z*aYv-7MzBAg8uFVjNJrR#ztThbiV)LF%0HC9|9nz33h#3fux+Q z@9&`rc1|Nm(l!C>0MFVQe1#_HvW~z?ZUR61P1poqqQ@D-J%Rfc0w`4zIA3S{2GrO) z+e{!Og3}2mZ%W8D#*}b3xRVY|kadW_$kqg&sdFbndZxw99wJPfnlz5|EI-Q_)8)SGx91Ur%zI6@Po&LvQFY645Q29Kc$OcxVK{wCNNREyso+FSD48Lke$XadCD1lv6s z_XIX~k2Z!TxV?se$k+rcvJ~e)6U1&LVC*JHN?C&W{W?Xy6Ab2^tpq?!6NE%De)jug zpTrx`1UGgPBx##~b%3RP#^ym2tb9peB{zZmkuBH+wsIae&;;Gy6F{k&U|A;PwXaQ| z{=*^hj4KHyZ%Q0uq(pgIGkj{B<1YduTN5}gsli_xPkiinO_(?@_i?1Bb731y&$j)u zgJITHe-i7t)6*`K@!MFJ?8hs?zGx{s(Fei1FTTw&J%2VBs{>82eAy(q;eYQ5iZeM} zp2T~i%c(EEQ^7@hFR`B6rt}=LYG(n zcM)B1+<%v=&;^^I;z1os7uCWva&c`r19P8flzQxjZuYPSQLpw}V-$=?Jz^W|~xE$(l_?;!MB zMu51R;AE*fj^&kvZo8ogs$vL;j7>24mE3)30{is@jNJt7-!b0PNvQYfDhy_$%>+P9 z69hDk$4)VNU}ykMpudA4N!tXh1N3QmK@XZ>#2x}Gxe3O$NWmt!rYcB;Cir@g07};c z?HKQe_q&vq4k_Vvf?)Ed#3V*al!Y3`!##m~Hi40?3D(Tkd<^N?`<}A3FmY}j z{m0>$jxTN<4(a*lJ+YoUJ^yTD{5`>prn3`ZU#?UW5Z--pZHejW^t*a93~7>$&3vKD zrYy1P*|~<1o{^dfCm}ssk0eMu>G^3bqu??^%^pE|Uh^a3tqonO@j2J`Y70w5+mZ|zu* zq{(Ajr9gUGZ6rw2rYGwFn-5zS3+dUin>&5wNKVg}b9P~Rj;vPw4C&dp4*`@aJ>MTo z!@(HawL%?I;-C$|^D73ww;td@KzR4Xnz1jpzN^}R%kqoMvxF{3 z&v3XjTCoC~pwopH8R+tuSkLWpY8s;DdO)@%@26mcRwKD}2;P zq06OnVw=FvkI@9(w67OJ6FiJ3NIXptwV&}RYo8LAcF+U{n+S@eCTNq=4$ru4`9*wh z-DwAb6W0XM0ap=~(P8aeXoBhK1gcI=kRG`A5xkDhIY=P+n;=)4@j6=2BBvZCYW{Ho z#N7lPTpHq7HZoWK4NXv( zYR1>XmbKkt1GB#J7O|c?JqP78{?w ztzJTx$}3`xB(o+cQPwiC6qoivJ|35<;iilin8G;EK!Za z!aYH9PXZ^d37TkLK-BGP?^B@(mh~f0b!r0D2IXGR1oQ0(B!3eeJYElvZK8`{D@@cL zR|3S{1d#;-Y=TcCqeGzyW{w~rGB!b@KPQeu6Lj+=VC*KyzZi%4{kG{Q{DFqwJ_JBa z6C60R8A(Y7)8<1H#7!ee(l!C>02^zWdqWe<4I!|Sn_#y3L2QC~>kmGLCO9&m07}&a z>Yn#;Fcw`rxffDGX(_?vO^MJBm=dWYQm#M~sI4b3vNb`@`vaAbo&kA%f`o|^ca0-G zGp}#NG40UfKtq`IvQlC_cY0naW&GNB>WA5FVP76s5D?yd(a^(v(LXUV0bDM09hEM0 ziMqw%vL%%9eVZ5KF5++66%8iVbGsz^F+M+OzT)z2a4GR8AiOS$ozTU3&g%ov1W%ME z-xa!~<%(^Bv?1Ma=vEratHV7(zBWPPX@Y}i86O#Jd3p)Ic{!>bL6Ou1-)}LRz;EK( z!O#RB3<#XKCiuE02mN%S+a84`_|}y`)u{=lp4r$EnxM*zK=L<1X#)j3wm0&>W8vyp zY(;>$n_!;{qX`a`7Fk0RBn%`VGB!bdtLf^{1p2N7jNJrIYK-@EZXMUU3xhdsH~|pT z1l7*lunC@NHuwWguy_nXlC}w02YAzS|7U0dg$V>!aud9sas-_Xo8Z-1W>9b zP|G^OZ0pZ=3D#pH8eF^CeF8Nn|bVvTZ zCwO1L;i54j1Y50D>g#sk^5+e)p4;Wkrfulbw2ePL$+^6WfbhD!?~Lcz@UGigxZpf3 z1-3$$!uw*IVCkx!ctAPdW~V?CEEz_Sc$%Q^^G!%Oy0U!`+!L%EOHd>=!MA~oCU84b z|2s56>_h@5t_cKDjC%t2u3H*F6U>-Opz72F!wZYfLldM26G;9h*pk9%f_<%~uYif_ zJdXfzH$iC{qY0+<=sg;mU~D7-k+BJGCXId%O;E9dfU%pP=ZKA%-3X*J%liZ*QyfzUeX`6s`fT`|Yzo7|CcMw>~P0;n^32cJ1B?sm~6LilYfKoNV zfpbsra++kc%M=n%>lnf0O^HH7Oo_{#e#b!*WS=E4vNgdx&(HXaD8?qwyo8BUQpAy- z-U9|>dKx@+h=W;ou_D%Ur{}Jr`*B}}ol>xdeNl2DAiVohVubs$zJ7cUXo5Zm6cU9l z_a1S$v_0GtU33gy<1eSHULn?VyL=jb2wk$L`Ar9x*n9%Q>vFFPy0n;_lLHrAZ@ckF zg)Y%g#5O^j`iy&mJFj={fhMpUOpth*z{RmW@nqc`;rKZpX>t+y0{w7$pS`m+}XP->G%gmTX zfVi8WP)ixd(*K0_QfPuk3kZmeP2m4LU^g^@{Qo#R@4uYhKaNL{nGjM&BnnBAGE!C{ zBV|iS!w8v)kW^OM86go#$j%BC5+y5?Rg~4xmhJm-e}Cxxy6$t%ec$~7*Yk0`u5+E& z^FHT3_qlxtOxy%P`@*rm_v$vB3mem72LT9};Ea7Vl9H~~tpF30hZ2&sCJ>uo>G00C z!36t~2v)KQqF!7@6ZBASk8fx=agP9{GQoisXK0JHu>K*K|&r!mT{40nC0n0`?HY6ZzCDco#pFY z#%gk9dmloU1_1=ZnZh6O`L&;iR6-UlRb=1oM9roRA5=3};N>lKR~qOfbIQ_L`Nd zl?kTW4}1tF_|cdk`Atyyn=!$v;l}t*L$j6y#BGAV9u06?hL3FZ0!(0_Mj$epK;heH zOEAHG4FVH4!Sek5*xzgS&NvAhGrJoB2$-OC(J>^AUmbV`OyJgwkfb$%*aW|Ke18^9 zaLtuqC7YmG=?yf&xcLjS;F`e2jR2)G!JFP6aQ{zw>5uQO@4bOAd0V1?A8d&|dgltj z1oeCgMm7_81x)$`CMbTsb)2YiPJiTR&xW^{clBiJ=h;Jhp8QV6bGN5u9P^E_Qlx7L zwC7R9Z8ekNU6<1axGvv&9_|8J-mg3DE6Q@XkRyx5bR#_Fk|L|#LY9aJWIT741YhR8 zLzY3egCNW4cLc(l<**@UsXIz-9h`7VFHY|iWhweE%l}U}&S&sdGMKwVCO(6Fzyu2U zgv4V4hvmC*>oy#%{1!~$Uq~pDOfY0NV*=%(bZsy}n+k#xGC`u|Rh(I-%_{t!z~CoA z)yf3>_AD9$CU{o&OwHo+o8XV5BF-%$>&qJ0Q9~OM5Vr|-nb*f{X)$Z%J1{|7a{`gk z1VeSS@b1v6wge__0>7RIvA;JS-Q5Z{=HN~QAYg(KD^DV6aYOx`U;<}tLXy@5ViR=E zI57cCkgrd$l1;Gx&rLMJ={$oLZq@p9ThutaOE}uos4M`t>12l<`(UqMbs*!p+cRo5^I*!l z53An6x>&jq2=BV=Hp2GI-WD4HSsZ^={uX8NtKi6TYJ(qU8U4Eq?+#h1Rn?5=&eACB zFdpNmp(p(z%fx;J!kfjfKW3TSyuAvXaGuTDH<=(~-1#cI;bpLSq^KAi|fk_m=>WK7UBcQpQUx`z(I37J6d9AkoEZjJWCH9@jI zLDk9xLoMrhfeGIACrEx1>~CHVH$&?)srTUQm@$-qxJ@w3les3i<9z`C-R0nD0+G=K zGZWlS!ZpD)YXTEDfyTO{_i3p}84s|;F z2~1$`Lol+LpsCjj7iiBbP9sc2jpJF((VmarH^KH)Tih=V_IjE(8PDCG&Oe#Y(XIv7 zU7^%qGo${QI-ck1l!Z#i2)uc57VHL(4MA7gv8UH#wyIW ztlbLU-h=jBVMZvD+B0`_SDaLSqp#8MIr_m!f)i@b&3+dVbzkw~6ll-(lL)F-?ODex z@CLM}!%TwYZ_hiH%;)H3QC1sZN40SzAnx|e)~biwvQMi8n(#Tg^&$e1u|4JL4;c*Y z`Ck>(>?`s1Y;^4?c3xP*u^iZ#SJxAOPMjD5sy)ZesK8BI-NvR5w8Vr1gvr|y<4v$7{=|gfx2&6^ z2}ZW|EZ6#>4ej}Nda;M7aVr079I;6e>k#~c3O;CG+U z=OLOv^TL~nV1gI72~a8%e7RhWEfKw5(GOZ8B7-n_TS9IKwuEN-oks9E+WQ&7$Yz2i zhUcTe1XIHLREiqs)qjm6W`a)^%$v@7sHou`m1T#?c<%P>rp$b-TeKn+zh!keO(4AM zV#}<{NcEyEkY%aALC>lG?m|5D<;c=azcHG?@l75+JG4HAjOWhsGM4$4wa&+8zHp4& z#1jZ_7OP=+j4g7@!r_Gbq_!yA@P{tXm{rC%S?iw z&H@wc8BHjXOkgvB`NOUgHlo8ZbX#so|Du4)b@*tCFvxJ~fGUjetJu6*!dFoEqd0+G=KnJI&|g9$#k6PUOO zdXA05{$8sY(*`!C_eKH`FoEL!t4NxzVAmQ<;JB5Lq&0!q1Oq+{v;z}V1QD!c6TElK zL=y}vJNy7lPjc5bW`fR1 zHa(y{Qy*z86gAGRZ5-`6W!gU6rf0Iu=EGj^{+^8IZqJ}SCvaW7%J!asbtx+&5Z-ke zJ_6UpMg9i9$vI-SZImd>C4Y`AhvqRqh3^<``4_UB^C087v-lsog;^%%b;^b;W?Kn_ zH;b_aW{DpkhChF7HTglhD9gJ*K@%jmGQjUNKeZd6t zmlKL46NIENCP;kS%M48LV-3LxnLs{_`PZ(C_tNCR1nQdzs#Yc_n!U3SOc1h-Ao)!Y z^Qi%@{nIlOpTUkw3L+qG6P#!ykEhrJk1rd+1Pk{Nh>RxiPi<%bCJ2lqFmV$kgfVx- zKaMxXum8Pb2tdFDMqO{939<^uw*eD;I7LX(nm}xVyQ6O{2NT3yBv{ENP+pXUCOG6X z{3V#cAc+8_GQlN%IXtH8r^)F;OH8~=n7l1vKN4FaJD`0VFu~4;1S6XX<`z5j1QR61 zc)t@h&WT`-_VhTyd(6hJ@!aj%#hH0{Zd>F%{AWSCrv$>gEOELMBMr!kFN>X4Nn-LA^c%RVx#uH)}o#OmLzY=Y*tKOcYzI?f|l$tKWoe1#^k4fw7ACRntT z0Hrd)v6FSNY8pMbGZIYj$el2GTcX7nYzdEHnk8U@2O9}SHWQfsiIhhZ#70jOHBM+a zM|&C>F>f`{U9V~m?b+ix8PDCGQywy}1UvjF8}FK}OD7QCbx|3M>*AI&pail6w#o|< zW!VzJk)`V-RXjYi`gi#aSx)vQbKp--jK&$=OJ79u#UkFUx1PNW4yZce@-@3rY%&jB<0TZ+v zn1Uwg-Bs-fm|($ALXy@5ViWADsJb3Zu*BS@=FE|7g0v&KXoBd~d*6ZyipCP4R3CGk7RE3em8em1BM(lov2 zk8orus~V3c_+xUw46^jyN5*q!`BRs9^3r*2>UGHCc$`3Zvy@t6789F*AUNTg`)6o~ zviyh^G=WpJ5w_8o6C-|t2|k1o5|0Tk^b0~t`<%aJV1g0*2}P0#W`r_-;yZJ|E?c-J z_!LEOLMAvqlldv%ou%irzyvy{3942mm{>7R4otB1B0=(-V8TMi1jcs0{a{DcyFozQ zCU~z=2e+l+oh=4nf&+I5L`D;2TG$;16C8g)VB#itxR|-SKcwA&zpydwpA&$93Hqko zMH5`QpPvdQFnU8s(wabQf{BC1UIP>4R}!pb6X-w5M-yyWf6)z0@a-o7N@aq|e#~#J z|3)%z^s1JBP;+|ow!|76Yzd|2Y8}A@x{V1&HWT>DXBt9#)*ELxQq(y4$2i*aMQK~y zrXfY?L9o}Y0?2so_8c>Vd5rqo%N4(%JwHbf2=BV&PsDY3Hz~pdvN(JU^Au&tI?0h` zT>c2mvUBc(W{~B3vz;~LxwAabXZ|{*{OD`^@8A2H1j3soYcgg@-S3BQa&|hr_ zM4X@rOcpRExG~ZD4VWM=hLCtn&@P#|CeXVXXbUE2a)wYOnIQ5vb4}3A;=oTZf%avB z6EeY%uZ#(*ruJSACdf-7s9KreMe@v%V1iEf2$J6fOHCLP%p0(`3U<_=M+C%ef(|bk z6U27W=>#Si@q$2PG=WikGiNYChj#=fZUV)N*Rj99Ket{2CQvRQ009$BoNymWDiNzD zfeEb32uWHKh)wW~%L#ihLD3I_m284We?OrK^kdh1f(gdU8`PYNQkfuTTtlpymJ?#| z2}AuRgvr|yJ*QwxeA_vGI+#FHg!N@H$d@4RW zwAhD?=Wb7jh#UBU^VHQWJurbw2!ZgfOZrq?m*EeRZ$OsMj%-SRw_=5?$A0?<-nIK@e+$u1E)+vJIH$elF#yGcuuV&#@rp84A;x>W# zP3GIhyp?wS!35uL5QvN>P(QF{IGDieE`f=gK<#f5_P6WRE(gH`s~-`7fC)ywe265w z&(~Lh2{f|_Nm>(#P4M)Zo`1mvA@2xQvI+duiqQnyqI)(46NDEKpj0L(S;{=7SWwY( z2DC)W3c}=ViI;3kymWd5Cdm6iFtV9o#@jbR(4PIZR~d;K=lo@k_Uv!TJnX!6u)8U= z=hk6lJa>C$=rK=`I`yA}?HMzHKzP^Xye+op2y3l3ut|$YMz0WM@xLb6o=){mm^1kG z`RUM})iVf*r#<67_#kDm^Xqxgo=T2{BB?!ZZ|jb@2L~QkL3^%WOmIT&>EX-#fTOi$ zix<$IitYqetM=Se`oII)(`gey^0%k{9_DlOID;&_xBg}a0dcoyn+{BS>RxxyhW1q4 zO&~J1XWO$|HK09}q6kd9Ju@tBW9Q9!)J+*S=CC*d5NOX*hfE~(+nJ~V?K$EyAxYbw zViP=BcW5xQ=bYOFE4e*ib}hs9>@vDM1lqIl69SZ~Jx3g89_`y4V*C`^)A21~^0tJ( z9kxXB0j-VDo;IHeMz;3sFmpe?JAUN{XE#yf#QfJdV$a~q8S3F@&yMGFdP93o|4PPl zx93Y|=AwAh+_u)RE+uv6)l7nSU1FGZ88BIYEtsHp!qGTUmVHSaSyr73!7LXH-upt9 zvT`z>JIgPw^hS_8}BWCTKB^`3v;eQ(4Jif~5lpPRIm77K{lF zreDVAZFGkbRIN-<7`P!EOrU8=ko+d_)@y>B!M%7=57<$?YzT`1~1R!974@J+B6r>y;3no~zjF6-? zf!G8s7p}|$6C7Vdu#!!%ze5$8V3AYiXD~tTCIXbo1eHCRpDwLy-f0T7gpnU%^0tJj zJ+?%vdOa(_1X`g4Bby17FKD-g_H-Kkx>(dWfwwu@^L3pcxYwVQIqreIZtO(HbGPU6 z{mi}fbxYcQf^{j|Kp?#963DDedf<8|$g(j#SIhR_T?p^H99fF1m}iH&|EbspS>!&D z@!VNHw7r50ax%A1G-SC_K_I+YydCfu&o5NQ=WQ-6Z#6}fr94g81Ze|sLNg22JAw(0 zZ6zcg6P$0k4Jjkrx!{wRyMhQsk_k?>=!v)#r;b`+f~&g;PRIl~$C)oPl#e_g2-gHp zA_=NiCOG17(;Q6DFoq!cP4H|oV}kGn7RO*m`JN&mZWENw|AlL1)YTbHkQz@QGMZr8 z!7Giy1U;@3n79dAWTjz$YZ>;=gO4bAw+KMM1TL#zB56ihxFeWAA&rovHG$X!_jNU$ z2__i&m|!KFVDH55XoB}&qGy5$lwJ~`R3=y(!2G3Pt61j*XbG!4!sKmE6kGO+-eQ=Xx zH&~a8#RS5;E~}kzUGAPQs0Udt?jEpTl%?n)N0$6-<}$o@MhN~ccj$RCo;yobUnWa= z^x0;REaPz)_uxmFhRHP1Se#IPwKIVstQOB0uuzt?X6j3Wh(-a(FAqfhW-K* zoNrHH;wJdg@d5VtoE96p!p2P0A^-ss>{7@bL}6WX&RE#Q@?adI;`+Vknag&67PMeDV&*Y~|5KOIh1M{QrtAx@0_emcuE`ovxps zuOEkFT-cvLc(Y7&!7R@QP3i|HTxNIU0irC=UkIAO$(J#~#)fy3zy!8~35mx9AvV6) zX+e|cHwP0$k02CDCP-CeOpxFIqzjl}%NT+aGQlw$<~4a&7PlJpnGHHvU_U%p4-6$8|D*;j3!W@t-TgZFw>R5 z#7z(}?=klGx5Z<$U}NgK5rBXRJcHgLX_=#437Eio9U)0;0+1(Y7PDvq;mtD06|<;CUuy~{oPV7u$3 z+v30k_r?>LxCtJgev18lM|GJqY|MF62|&OEOVvIgX=+x+U@(FCY(kRO1Y#4kzuu=e zm>_f>!Ads4hSIudf*x;ku7e2_mJ*;;Cirrc`Qc~4l7$bTB`&%XCT~kLT#7Am$1UOx zn4sB4f|1Pxu|A&oFNvo=Zc7t2&gp!P_S}$Eh1>Ls+noy7>xqinYsPc8=Wp-Z2q*97%6M<;^`Jaq|) z#{@aI7!#;E<{knQTreaQNhY}VhB3j8?T1Ui1d65vCuD+cJ(z2PQWMjmV1hpu1XU{& zC| zLD4({6F0%|?^)R27atUjf{j_|N&o^Ts6O%;Nk?^_7Jv!#R}+%7CJ>uo$Kl!gzy#lR z5UgYq>`<(SCOE2bd=8jEXD0zlWdda%b^HLGqU;+9Cb$tnn7l1@MPH&sJ_a7|Hx~{cB)?dNE`?cYErsVSblu^!rmftjpXB z1j4&6s;jU)Kd3H1kW-;+{Is#dA&XMulSyEmy*EcN&b+`#x z)RG82$J6fuf8+a1QW+6?1CL-IgNn0P0;CWH3nRKd-@14f%zN)k0V>@LwlAF-FrpUIG&Xp?YZE^a*R~gOYRcv_4Ju!Ja>Dpea^g=U2c$)Dy+-P1q8yo zE^=$IJy%SQ!{6oRy?$3N%2HX)k!4z>J!YA_u>3t_Y5k3i=gzWVJoD^O^wo>kAdA03 zUd<$UvsA9dEMK(``N0XdbN6VuS^utYBEAWl;8Fy0P0+PsPE#V*=L-Z>*!J z@&YX|!LL|Ckz|5QB|XHMj~(|FOmOHN!3mjQSON1&j8EDYo52Kat`bzOOkj89LOU=) zWHLeWo8WohW*GC^g2ni&^{Bf9#BGA&bBqZlJiUZ>hpZnFh>Rw^;3l%)uK58akppVSzj@r$;va%@Hu*pDuKw@o*O1~{Q~W2+L6G-+q2VS z=DX1;M|>K<#+=cW00i2zcw8m6=kzS!Drir2T|$z!J;f&Yd#95bwC4pwf|cB!u`@XBqRy8nfsRFdPY4TGe@4GoCw(kK0*1Z+lcPY5~Xi zc}oJ}&GN|;kMWK#%Vxp}H`LuUPn6}iuY%AW73r4#{{o>uSUwe z@CMVt1lgg4BFO}aGkPP=WTN&EFhS4#1Se#I+kXxs>d|1sa4^BLBLr0|69k^zJ{3Mk z4>(DX{3g(`WlUfnz0V(Zl=B4w;x<9E&*d0!ne(h3U;?{q1R|peTC30S0TX98@6rW1gG39e*UqX`Cfwr>n382gNnq&0!q1T_yV&;S#xc|)+0O|WBk zQ#3*Hhavmnb9BW=0+h-GbMiH@Y8FmvR}WeusFX1ITEg@CMr?_hiau6g0<&)fBby2I zHQOzO_8e-vu|U)~w>ERMXRm7k7-`tF!X()1GZ&EY-0fNP;uG%mvM*OnVO@e(5D4G8 z$h~9MrTgyP;gBV)$F|P1|J{YSw4Ec%RQu+bMYre0uaL#ro{ZLSW)1 z(6?v48_lQ=p9~w*v>gEmn4sF}Cz@bYv{o*d;C^R9lGX%b6I{{$P9~V(vkt*ZHo?TC zW@v(`&rS>m6V&NLfKr)YUXQL=HTDMvX+cXI=uen@E#bLy6Sl-Q+tOKJ0`nmRBbx~{ z6fOHhd*vTEUvpt0;j8^O`eBS2LKmy@imwU{*xU@72 zfh+@TXSA5}@0wuCUXCm&9eUy6u^G}0pN{CVk&NfgqH!-9vjjEV-Vcs(zaRqP&2q~Z zk8ygwd=Z>*oBeJYiLwOj7c{|rKj!Yx_@`@kg9(-#AS50WsD5+9SnFp-Hvtov9wih> zCV0JyF~QK;o$bK{HgNm4CUYXY$e`j7n_0w&NYAXv#J7+Tg6O`y~A%Qi5< zka7Z)$^?-r-LYx{-N)j$iNk*oCSOZz>+w`pC4C8J=kZ`2^;x!ZG5(F=t1$?Wa{?fG1fK={^0?mDwBmc1rU zfGk@aLbr;tlpf;9awLR#`?0Q;(qzaIyOE6N&Qdps`OYJ`&6?Seu|f)g@<|0U*o0+-wkeZT|`_Xw(1CV1(ZtqCTW@t7d_O>nMBb6hp6 z`@!Z7*)QsnD&*L%g5Yp$YUp2I+Q!fJHU6-@Wx?En`{xW1S z+TNy){l9C1tXPgLCGN~4ZdZKPmp~T17&4wai@7dyP4M@=&3?!-E}lSmvz*w5$2ie! z_yIWK>akf(g9T35mx9&Wg-8#ts1q=3s*A&V(Y#1O;Jz z@QCZ@$?XFZ^zKe@LMGThaX+FI4*KKWp_BRqRVx#CsBXgd;I}d+NEuA9cuoRLR>6Fu}`h1S{DDd$d*21Ut7LxCbUs2_`_POz=3G zx&4r2;SdHbv11Qm^0kELH>M?ChvqK_6Qo5FjBF;TOkRa|ROU8%Y$j@)^f-?8j40}j zatlu^!*5w{btB`s+q1X}^DXOOPi_33V7oDa@U4qn^mg1@ZN2hi!35RQf2rp?rg0hIL2pu34}LGq#tIve7toGoN$>JJ^e&k z4xJM;fldPRjj?KR<}ffpWFjH)m>?kB6=OZ<{`nf1;PM?pkz|5Laf}I`opI6t6THqK zI3W{!zPlG^W~v^W4A%tC&k3qlCJ1%#?GD!jC*KexzX@KOx5T-*sIS}!JL>j(0^&A7 zeA_~V46^dV_jhI&5r~W?u-iYe4qOvtRS=lC34+qTqY08;uEl>zyzqkn1Wb?@R3Epv z#pl!vFhSco8*8?>v?dUnp#8fNJupFOOM;bbf(Db-&;*e=GtPkteANk1DigHMVQO<% zoxxk6CEPU$leZ-vF)b0Ue>etAu(~_J$Yz3FPuD9zd$xKTcuCYa=i@orv!cKa+w-yG z{GPDa+l2?!jOT98>TMag*E@Ll;G52pVhDtHUBY+Z)~d64-wMdG?0ashC`-&0jx3Hx zS7Mfclg;ZwmJu!A){N)Q5^{j~#<);RV*?yx6-@%+%@XR5Sq|Qm^8piN%~|&Xc)2R1#)72u$#O0U`02ppVZYJVZ7&c4xo@AD0n|BoplMFhJbx=pCoQ z1Ygz=oRA5ELiZuc;B3n|U;?{M1XU{&=#TL}1}2!cogn#5aPMXdoZEm|PWUa_`49r) zHi5==#srzC3k%?yz+*pw$Y_GN_?yGP1f|ggCT;?4mEUNBYRwhXU}N?>MF0XOI6tWY zZt*c;72UxEuJME&5++|ucphU~;!<0~wO|6XY=V)^1f7f9T!r>@2>Grz_un0reb+hKbGT9- z?se0G88@Llr<@_NIdO1YPB;``gsLvLwh=3A{0sOsUOO;XP4d?+n_xsBodrZ zd&ZjW!I?GLTA~E)X_ZP)wQA30!=8+T_EddHko@i0_&M`A`uySwPuNk#Sp>x0o-JoE z&n3S-yw(WXbL3kBk+D5(6s|f!dsciRF!A=B(n}6E=EtOPb=a8GO9?=rJ^j@hA<5@) z6u#+fR5c+<+n!<*%r_bH4%&0(AA*(Kp3Nq8!1i=;n})x}GE_WKb1F*Jo_*RGVtWSa zPKbb(XxWS~`C7trV<0Y}ullOK(4J%35R7c?IsVc*d1%iEPAaaV#tHndam0R&Wv<|a zk&N`^@taA7Rb)JOdq#a{-gI_(SKXhmE`v4^2;aKMZDH1BWpy<^J2dL~l%t|7-YFbe z%8LuIQyQe3AB6MP@h=(Aon_kLy9m+SRS*PO9yFg?GYQ@-UO{+__x^0V0#3O8dk5x< zvYfvwXo5y<7!!1!lC%*_&>)VGcuX*8@jQ%`W0$cAOwi>5p-3`8+4H`LTfWv8-)fMb zKyX4PIQMxMqMAC6Hv<#2x zWH~jV1!k#g;DPV-e>X`@AKM8ki~Z?f$(No6@tfjnBm9;aKasJFw0t$ z<>Ny^6LffQj*IJd|IZ;X!LIg%#A5=LyY@)Qa$lPZCJ5Ie6iFsfzsi_kzh@V`qY|e} za6%?XzO)l(mV0E(Trk09LxQT62{x5)+z%$mHX%rU6Ih*MOfafqc|ABg#*H8#ZWHVr z{}BT=(mvZ6OweH*fyihAH+5T0Fu|Ki1SW0*pH<9LGLhf%m%_$;G?M@XOfchEQ{3Y7 zcjmnS6XZG&lC&leo8Xh#f1biM!S=-jE7=576FQ>_*5;ll0uu~fO@LCFVDaSsST%VO z@&}+Lws;XHUrTrzgyIqg8+tqg6C`aX7}-oP*88+0wC9GZ7j~k?$$iApo`Vm)$8EZN zd7eJ(^~^>uYsPc8=h}5I5%Ov4!acAqt5gYuZ(ZbEnRQ7X5abJ4=1m>EOOz$^DMyx! zL4)z|G`ukwe@`#Bl#J)j()Ca(W?A?v?mlFByN*D3vn&Y1W9*d>ZU-lvX3wyjqAa_z z1Wn+&ergv4Wl9`B|jB_T%H2u$$Hicln(V0kY?#07=Vehhbq5@!;e zkO@LRGA0-?)~p+tVADK;s+9?JUQLMx6MS?fNPZK{T+|9AYvl@0fTjTsd{00Jg3SlkRr56e28 z2NR_4A|z=|AT~jlE}7%O1P=}ntYj0&rFKCR?0%Fw08Ef^i~yxF!3@8FST%-i7vi_9 zv(6GGUrTs4-ib?CuDR|zn4slVf|1Px5mj69{WjZDS3eUqPHHwsdk(#Bg^_lS&eVau z-und^&)uHm8!_*RT$0}k?+&>X5D4G8$T=|U@@~h805HKL({v@rf7b*FuQ{^pw3>%m z>a2dZ1hV98BjdTVIBO;2$#2`yNfS&kc^`rBX0h9a$N2NX=bPY!YqK$}uPDpy96=MP zC^2`3?7T+DfeEheCL|scsJ>?I4lO9#&>Bq8D3VYlnV^GJKU^il>0zC~1S5|UoRA5$ zPlqAOf6m*HV1lSPf~u7Xj<(Dx025eWBuIV}6fS2>Fkq1dzR9ZZ4FcjefoW651UW0V zZvqnxyh9)|nqZHqkvUuw=wuL>xCx$JXP%O=J3i+wY|PJ@1R!97rUuP%i|1{2c?u@b zd__ponm}xV3ct2|025TaBUs5M*zlk$nm}dagfcLJRv`gOWrD;W%!kfaL%jP!OZb%& zCSOZ z@!ajXmoOGH*T#40cW~HmPQfIzM?FL-*aTC8s&o~*qK(m z60&qTPsVd+2@Ac4S*&d{bm163xJDqnS*-V9mO1yLqv3>G)_QETC`>Pz zvR?`&m|{jywK751jrRh;1kM%&$!`MJQpN;>56v0|JF43_0^&A7hunM&*lpflO)$Z) zi3B2}2`-0?a0C)7noPOt5|# zfyihAh4aeC!2~nh2~6AsBNUk@ej05!_yabkrzZgjnBdb572M+KQ%6~W3F3VTNm>(# zP0;_Bc55)fjokz**#rSCd!Pv%eU7dM6HJdJK&ebH#(pT)=IuHM3!w3u#t=wDtMASH*WgP9Ps>HmA?rFbi6Jf7A-X`O@+tas_ z`Ic29IsXf+OWtb&;ae9uvwgU=jPJ%-Ko;i>e^!dJR913ing50Pd2q#|j`*&gzWd2| z?ksIyGN0g*ha2P5wdZ3Agg488{g`EW4?Dajc=+YSR#BF$DnS$I>>Gt`boTVS31EVH z-w27v1n>XaAjLgYMGj1`<}aa0GC>l^PTN(&)N^W_A>o2AzQ%o6ZHw+c?U{mN($^;^#3BG5W z1c3<*R0&Mn1e?b*Py85<*^U34{-GlQ2$&#zv?^}#UlwDN!30yf5t6hf5S!q$%c? z_CL^`DyIm9cU`n2acfDC`;&nBM;iKjiC zLS|rlT6I)t3+=hElu#tK=ZV`!h&veiBp%vR?Hj=fwWr=K=5zEF#h3VxC{}XKYF4UN z?KwNAKo{C`MFWE5Z%@}*OnXim*!&ReD0^iB;%?75?C0pNAxB0*d#+L?5Ejj~<0p(|@(kAZUqZ=7h=D5}xf3;u2n1<2(Y| z(`hWh$kv``P4sf1Ju8ixEfO`(t^XQF>>2#YzR&TLesW=EDC~8+QDi)KdtTl23LyvW zx157@X+M=f_|`?PGqWxR!*Z5EmdQPb9u{S}w1p$f%~s64^>xm7%OFeq7&4waOYz_) zc#IeM?8t#EPp1(GZp@-mD@xArmN03`Eqg5gRAK=V+4+1XU{& zjJ~%J|6{hBFG2E~pqsub&P}1^m~hxpb9N9Aw+W{I$U#Wb)86aB1P-ADBBKfB`wqAa zCh*=%VB#h?u}c{@=2_P^-(X`ZMG=623A#L2N75y;@e9BNYhnpWS`&y((DXz5hhT!C zX9-ra2`twdpb54+6-)yYgk2>-sZ4NWiY2y$dFJua&=Q+(5++|ucz$JCB5ZJ{-C%(i+VPq^3L=9Fl| zy0lOs5WaPhYaNAKYoFiaPLRdq;#2i`|E>ul139w1d-fEk;s1EuG|2MmDH+e5rIl?J zLKLp;?+#g>v>Jn^B(-Z;_FhSP7_PE8PE%r4B6Z}mlBxy|`Ho@R&A4W zvI!Ie4bcSMD+V3|6R5o+K&ecyIASc;=4Hoe^`Ipl=Mg4fOL#tHTB4z$`64huLIJ_Z zW`aLiIgOw_J-zD95H(I{C`WrvzrsANczfnU{Jn{9Fd5I?o)>+X_6$2T58o3x_7H*a zt&3cvBe=D0H>mK2EGy-EhlsLl+0Bt<f-_sX%>*)>0 zICv_7@Mckn#w@?ahR%l*PQTI1L{XMU;esZJa~_RF(rS003z(pJ2SVa8LHhl1NSWE( z+#XC2-IY)znINGvV}i>ij%VSTz)p|ggiMh7BmigT9+~3?CTMF+P_;6F@sE^=V1fiw zg5)>BnyHKl^dA`yfF0#+K|tIlC_luQK*87?-+p{~Jb}n)0`=iH`-2G*rVyC832bv) z;>NT;<#z=(X5uUY5HP{$xgC+T?(?KXFu@ilLXy@5ViUB|eI5@c=&+bzC7a;+DI>-N zLt@{92|longl7!X5*f?Q)4>Frw-AhMCfLxtT>`YH zR&b*yqQ?2Pm!myBw=iE94D`O_1A9I202$BSo{MfU-y>bxx?>ouOU^L@;aeBEKg_x) z!`II*K~_=vocPQrVA;=g!j7-~kp>W%{Hz$WmrOAiP<= z9mUfm`)}+}IN{WrUDg+6*?36M1ovIW;DmNxQ_utxtk5DP9uo|_#9Uc4cP&)`6Bzd< z6iFs1O6-r5D(m0q4VWOrnBas=@Wk2=Q8!%=w*V8Y8$wXEGQkh8=&oP_>rn*BZvqQ> z#st2xB{N}1^_W0F+$IR_!`wSPW|m4pq6ZBb1NYa`>Y=R1#+Xa9L9NY<3vI%se`=bf+>&D_g zqWF0cpj0N<9B7SIGsV>!?;*F^PMCZx;prKJOK7X>djL$J96~U%nP5PY@-1jj{YDO> zMU9gm#nGN~n`mLA4#!UYguQN{O2%`y=P^a*wv4mUO&e&>yPXMyZ(ZcdnRQtd=Yh`- z?Uj%A5@pFc%8_N)sM(k$zUh+{kmZ~f8PA>NQzi2z=jC~ek|E1?eFEXlQgjTD@wU(7 zw!#UwutXgOaAWRWn|v5H=IdDm zAYg*cMV*oKdc~GYV1fnCge0vA#3pFit-=#bFn-!xCU~#JJdO6&YX5yO!Qxj0BBKecgM0gf2}<$^Oxy%_)0yWbw=`^X2sY-a0s;^) z!M3wqaEq_H=QABl5L-q_(wabQf^EO=+W{u{t8l#L%#mz@vsor+f>|m#fqXMm7^@)Zf_v+OwduTYpjGoIl6W zo|7*y|A?|(C#@mub(O(nJa>DVrRL%ZGwtCseEac+F$BW9E-#pMk-yz^C1f#Ok+@Wp zCFUYWmW35{@bDDgN;! z;x>UzF7r;q#oPPO1rxZ=CJ-4-V53>+1t$13kHExD@X3{V_Oqfw?Hp{(q$LC(U;-8Q zuDHcD-4#!R30AHmBxy|`Ho+8wH>1G>ky{B?vI!Lbn4$>=$Hun+6D$oPK&ecizG)g( zO=s_NOK6E1dkB-aB^t%y62{s%c7$sJr$~a4%>)Mz^{fx=86H3KjHq$;UFB%cgcr*( zlKO?dJ7BMSKPTh4+tY0t^OLUqMZI3Zy38sh5Z-mkVAf?=$Hw^V(DgpcK8vyh-r&fh z=)Hi+^2;2*{T?))jOWg>ZM+;p-oI)x9kLv?B@o^$si&A@ym~qQiN>}5?W;vuQvS>G z{}Yb$zp>Jb#$y|`85!gaCO9;lka$cGde;OglO3<)Kc_deCKO2~c$_o;@AY zpGj~+CfGZOxh6<>{^$;vz}tzSYGs1P<-zsA1b3GcB)CsvqxCjwFZ_2G!uuvid-nBa9{cf6 zZt)0Aa6p5M=Wb8)*59!gPJbU-AJ%28E`ji_OY&*lT7exeq{Ai+URga)l%+C7usshe zGf&UEet3Kb+VkFKLgH!9mY10~XNEL78U>%D7X=WCr1n%a8HlU&@!A_ZXiwLj1Siy< zCy#AKR8e;ob7)Vy2!g6rduEnLs6u-_k0wa|_MCNvY0sF2Mfks)O->OIcY8+d&BB1y zKdn-rJyYWeM8@`9{_&6nw5QSy0uyh~SC^RQCEJ{iw1ka0HH82K+Vh%xciiF=8-3dd z?P-3Wkfd!-u?dD|nJ$F()XpSW$?dtO>u_w(Y1dO1L3{pwNq|zd=byfI*q+wwqO+hS z7UdHrZ%bS`gG+e4&cI&Kp0f%GMz;2Bkf<^Y+Vh3K+k8>ueEY9)#D0x6@9|^Yrb>f5 z;5#qlBFK2|_SA2|eD;j-`}GFa4HFSq^6inm}hC zV}c`gNw#2u{*6x8ka$eskvbHQb6d3vMKHnH7K9?n1YKPj6HL$bIRGZ;phj>)CNS_~ zOyJc=T@g&sq%%R)$^_%8wtoT>DC!U-zX`Tfs^hAyI_!Q8c2t@k0dbokv5NV@o1p$o=6T6}9rJs`#`G9L00JgBaIXh$@%&AVcYz6t zED1?k6NpW4f`hUTnBcHA!Adqkkd--_U~*3@M=-&G=>#a12}Zgw4|I4;TF@R^qNhD! z^0q|qIb6bn>sO5i6WGls7}-qF@S~F{wCCm9X}O}t$^EZ!#7yu$n0eW6-EZc%VXrTF zO2%`yXV)a=$;+itiB7OCz48czcU?|1>ylhD=q_X#P~flX^6#1;^D##j?KEZ@(~Zj% zAWMADfSU2#SuQIw-xDmJX!-=QJR3kDyjfz;<1xP8^_B*la1Uqyv=n7|`c%*a9qL(O z8`(QXx`PScEF&Zy6O;}ej1=ETcY1*d>iH6iBoiE%$e7?u+V^!}g7y9cCuD*M>uor* zUG2{%f(dr+BB)xKAo$vdfnb6=2MChi1TFft!?|ry(_RBRYW`6I;x<8?26Igia%Q4B zm|$KUfyihA-@(22f(e{25SX|LdemW_m&|g1oevu`Er9?8OmIIy7q|Gy^3um(f`&H< zNm>(#P0-RKu??7@(>;QfY=XpDBhdu;hJ*it2{axPpj0MU6>X0nItxP`>q1K$%O*^| zmhfC~0hjRU^~|eaf(y9>Bby0k{RqdmA5S=ZV~VJ8QlD|OXY0S6Fp^>m4=32`%4f-V z?)Drxjrk4wm0Mr4VO`R$5eVP9$Q@?ZMOiQPG?*YMAT>agCE*1}mUgkX@VxD#d;sqb z^*K()b7wKCEJjGy_p2F@rEUU&@MejK$78(q=7cS9!j18-ye7)B^|hc0)`nW+gmQ|_ z#)1h94igfO35*~2MoPmqP4|Hb?j9!;Nha7BI0$jCcNAR(6Z||&a6%>+m*az|I6v!N zU;^ta1XU{&4D*e~CofMX5hT9}%u*N=e92Y7&q;ez35eSSwx^kQ=Xstmde$k zG(o${C3tse?Q;SXH^HzY%=40pcQtZgV@AFq009%6nWBeVJaW$Bd0>Kyd_t1e1Y#3Z zOWuaR#`;o7u#!!nzIQa5U_x8Vb6|qB3IdeM1Xu4fuLYBTyBeZPPS?mQ#ox!ZGB z`7eZ2yY*WK>+-&oK={^0Za1?oC$*neKo-ZNe-sz}yCyjNjw8$1JmyZ7p<>GuaKg#u9oG|Oxsoqvg1BzXx2#4djn9Dz z!jwUe8$yv}f*3>QOWXXS_E}(p?i~qE$OPTic;n{L%z5?{ zOmM0zLDk9x$Id8P!Zm@LEf3gC@mmN-j-;8 z8JEz#Pi8Eb;Pz62k?)J=D zQI01}6Wfdlur5n<350iD{Frs=7yIrCWEr{b^#)NEzXFad)Ag9YGd>@p&UK~a{1LO~Pkna125vblRQ3rx^{ z5+U)Jz{aFM#yWN(doP$^o*kh`GQpp4=9)mI^!{)#ftxeI37Meeg)h#m_uj!r!2}^o z3942mxL)V*d@w=q8iM3Efp#F;aY88)WIJ^~Oh!N&J}kkmn|K@pf>aTFm*YXY$ep82-9 zC759Sae|d>f{3zlXo9M!wiCbvKIaKgDii$FosYHIsmIw>&=Oe*gvr|yRZL67dpY9! zJ9ph87}-o9|75^iXiv2pi*AS-$MXwEdzz#%@9I&{KX3=ybIv<5p1VCS1}fsZbbsW& z57wn`C4um+i|19`S|@WOUP6`==X&z&7;Y9?kweL%xmoQ z0#EOPEI-c@2yd1(37F+)lhxDUgbOZoZ?X8__08T2K@+UaoPepu#JC>>6SV$HNIWJu zYT6em0}J!IfC(P|Arwg_s8VLG37kBpf(hc43942m z*gk8IBACFaEkW{|V9{jenjq-vj_t6c+&d8vw+S5cp5W3C?(NwEOfb1Sfyiir%Iodp z!322*1SW2RsGx4RF?*dGfWOPN9Yg>ECP+Ef7fC7OZpDBJMh_<>X-yzD!50-9)`1CZ zrW34W6Ihm8p$T@qZK4Mz_%oLPr82>AtA*HjBbt404lQwc5n=MRgy(&xB|27^^@MAJ zU^jx1%>+?K>Z#D4Ij@zCM2+*QilaS;F4M$FN`^s|u-7yGkn!B@S(3v%Z&Tc)$9`Cs zy3Lx`OoDG+W!M!xs3fj=s$ah}#5bJ~RI&z2JSF6<~tMwge)h2?Dz= zumThKb|Nrw6V&OagB$a9z0x+YF*9`tK)?j&T>Bv@^L+`vwJpClAxUcju?fC6)CdO? zWDg@)$tJkm)&@jI5;Zz5sxw!{&pCBEIfIu%T? z)s|pnGr_ylBMYEC6+O!1M2++CH%EJF?_%D0+1=#q0x-e*y<|Lhd;Tq{z>|6Asgc;8 z4sis+yDsx?;MQsoY2^o57S-+fQIzG@#`@yVK`k8Zg@;F{@=q#cxu;IXb7v_W)&?PJ z(>FYXV|=O`f$(OrPsA+W-iOVC6YfasfnP;ge*Kr_|0f*hud!78nQMZg92I=0zl{bV z@tDA&r2!tIaRn~(zyzzc2}P0#I=o^`VEyLzaWKJeJ%ST5!I;~O3A!jXwnGyb6I88C zFlqD5C@{e`Q-b6-!QKyy2~K%9sKSo&HYXr%6C@`y?*S~1czzg6aAhok$Y_El39T=H z2^LKxFmV%%d%^q)K;y6BMc9}JW)OgY3DS*?af=7nUvL$!3Es{jBxy|`HojFN=T);yyCZ4h7}(#P@gV*b)+t3DUfE zaczwCo?QeJ_&E@YBojohXC6vzzNGjPm|&y}!3mjQ>5PpyvoHk>Q!qi)3WBPY3Hlw& zPXiOY^&m)o6U5E$fOA`A*moT4s8K!y#BGAsMa=84`po$30w!p+gFs|7L43PEkHG}@ zLkUdW1fSRU#Elu;`sGU4n9=(PK)?h)|MW*vy-k;&fC&Pl2uWHKh)rUHpjo|T*b=MNcAkco2)#y_d@bS0w#3TvWDB?^XqZAU zvY8+>V?{e?&nX3;B1DZ7xr3uURk|hOUXMBO=oIYrc)iax(qlydbTn=Ta@KhpkR9zHlKv44or$JgF7lV4focNc-r%LU2UZF zi+ueY+H;{Yp-5^^_mxb0+BVz$725M&8-f#R&zD!3&(Usy>jI%Y3p)^0?b=gKBNy89 zlomnqx2M?W=${6!@vR0+bP0&NJ;PfwcT_%33cU{PnbVIzWNgnln+Cc;d#accn0R~U zckYE7bIdCjd-6n26M z8kZ7^Boo-)WlT_*TiF{-5dV$fgiO$4g(uEz{i?s3V1oH|Ue~NttxQmVR=_wg!Qci2 z$!`L)!yR#MtuqYp%FMeN0dbqapege?I&4t-4KRUP8v>Eh1aBVIc>yNq)q%joP4G2^ zd2)W0d+rGMh;m4a00c~6wcP}_xaY|=ufYU8dlHhgCJ>uoBNadVU9OV>!AdqkeB2B) z!L5Oy#E=n$$=ee3Q*a44zO#)76DW-(7}-ovaB+49 zw5LnM`IAMB^XtFH5&K>4rbj(6(l*D2VbGrAJCO0*?K!fVF@a7i`%$ni4|);^@45_T z)@8_J_kNJ&mFFjaQI^tu99dkiU&Qk^%eY5AWJ!)DSffdRIN;4Z~fB&OmMRaLGqhm zS0H18Ga9=4VMm3wBp_}RXx3v)pm}211u(%>H3E^*1l@{0selP|IuV$-2}&0*PtJQ~ zo8e2O-fI(pfC<{znBo@yV`-uSCa9xFNYa`>Y=UZ!dzrvBLBoCoE7=5vpJ$>8e(zj= z158k0LV!}4V05rM)~37et|ibC-XjQ;w;F{oBE}=*= zfsQR>f@P5(yuk!bJ`tRd3FLx2aAuRbb?FZ#&@LgUTA85uXLnODL2(s9@|$4!cg6%U ztAEXh9X0$n0dbq4uU$Nj3IPb1;BT8DNP1tm-4{%dp-xEBnm}xV;h!e`028=t60BqscvsIt6IjI8)dCYN z??Hf4nIPrtT5O32@%@US@vihCOx~7=XIf&yY3<%%f|&jUBbx~fE@V6h6C5|~Yc6V> z^carz^k)C`TrPV#?sd~iWIT6!>UlKAb@9Jhfd4GGd>(=Du1nW@xU~wu`{4UKLFlHDQMcz3ASf{=Jj&{&DNJ5-)$U=1davmq2oCRnr33@4Qp zwyOY4P(G93giK&@Xg#9Bj*f~06C9gIP_;6_g4w?xfeAjWBuIV}*q&ibuqt_VOEAHH zPXgjLK^@Ec7;xF|A1`}*NMX-`hP+U3(O)%H0=M^x4$rS>W$^>oi zt;3cmEGx$Uh3%R`n7l2qgK3GmJG%IT39ddQ7}-qF&U;`cm_Rct?V6}@&Y$LJ&jU}H zZTd5MYaZ!Oy9Tg&~ddkJL8ov-v&lqKdo zN0uGx%#Y<(w+(#;S=xA!@!VOCwPK#U9HM@`D`W}qClKB&D)%wVw((7t!3p=n36zg4%>)yaB@iUP3Et0PR_*nJNdd5Ru(>=G6RCWw4TVB#j|I)!<1e#70+MzAr%iwHo#1ab$5 z;}*{~)077jT&W@?X-yzD!POCi?}G`d>x`;7b0nK!>;F1C^LVP(HVo4w6jC`f$Z3!! z6)BNQnxu&aq7jj3Rw;FwRWy$hMIn+xWhg{RbxPzY6s4Ic5-C()?e7oI{qD8)!2j>{ zTlc%4bzgfed#^3yh$isM`E(9Ukk^_3B{D%w#bz`?;erSoXbH^@gvr|yj!a89ryCf8 z2`al2jC3aWSZLG}+OsTafq|fL{Np*=^Uiwaj*6z!U-&8Gwx7s)?)DtsgL%Hqj>^Xu zU|;eS?Hdk)cVCnq;%F5fTZ~VozHPF1i6F~?M2;*G%VP1AJDfXp7@W7$Y{`1=EJNQi zCb+-y>SV~G&GZRzY2zgx(cZb@$ z6B3UJ_GmHhZeu+9y#^CFY#%o1jnK5FE@4=SEh73G|`}K!gc$oW>$4$0-t@>Hjj8kR&yM&;c&Hl9C1{ z7+*xN;!V)3lM|ZYU0TNiFu|f?0+h%EW!B8seX_4i{R>*+Mg?K=wuA}O5(jiTbOjSQ zeIpp@Oz>#x-fdul{clPx2pVU53P*dcUCP{1`D>|8Hq5%0?1zT+-0iteMIH^AR$W^H z`!ZLVKzR41NfwUQbH&P4kY%Ew(OW^5Z?`zI4A`HF=WVIc(MrftHJPmE&T=TE8DQ5ozB`*hc(c?qSu}LAzrhI?^|rK9kR>8bqzO)(u*Ov0Q#R*=2|_;;5|0Tw9%X*{ zHQ+;H4Vd7-cR~?of;UeY6IA35#!r!2$d)z46J>&Dp6fB6dO&h8n4q0JK{d(*&Fr*R zf(fit2$J6fhP#<-0ynL*__<`YzX*ui1UI9ZYl8Rf-*|%wN;L^YN)veP{TJ^J9n>Z; zVH4P&WV}cB{A+`tJ+Dn9>$%%=`E@0PTpj!te=j%1 zjzIYKMdmBBFBjkLSr0>c=))05L6)cYMYiX~JIo!GM>ZyVpgl+YA|#&noEgjXfWe|= z5zwCJBRkGS@9movr6GcNiz6W&MvP$4)`?OE1}xuc@_qf<4s=K^(tYE*mHJn>ry z?RmNjLGrifrE$!zxm2FH2@|zJn}E36GiU2P+^hC+-=;%*e%2)rDcdvleE2|kA00fH zz=Yd#mKpQO`4+a>r(rM?hZBH^_SCC1$5a1TeUc@#=g-lEBx!pJ9pGENE2Yq$pDhSh ze0yq4T#W5$*388j-be4BPJj}%XZM2b*b=Jml$@bGRb~?=Z%cg4#x0!p*U%_MrdS{>^oN&7PUp*FN@%c}r32wG$-bdS? zGSLSUEImU=JSJGD#5~dcWU`JKn4nn%p@=iV-**`k%nNC80Zg#>GQo*5!AytMIDuxR zFFJq;IwlfSqf8*@xl9dApr1yN{3a;KWlZqy*3b-?sG9o(#BBo85azKZ~VS_M|=BceeVAe}Jll9!~ zS^u253z6MrrWNeVrv3!Nw=Xhpn0;A2?h`)0Gcl@pJNG}=1c|vESw`nGzwVN1Gbs$R z=)WNAxw9mM$l`{~IKO2&WI6SbKzOq}e~hp33KK6SIN{>rzK#2TmZu_3;8|sZO=;i1 z?He#b=lg`jV*hGr`yg5iP+4>1Ur#6EsfLGmiEwpUV86lyR8dW0>{0D`Y))drs-p z4)-PZysjqf%fnOx;oX-!W?xEd%g;fU>yM512(kpf;K(v`Fmo9`{Xi5xq0qdVtmn?M zeXj;)8E`^D8M3r&Hmu7_^$$joQ12|ABZKLI8< zx|xu8OrU*`xh6<|``3S9f+M>LMVtw4RWK&F{>nWXOz`U!0ZkoNooS21Dv2( zI}J=QHj`k*n;!OmJa}!3}87?%AIA1&!nTnxj2S=Evh37R%fw6Jgf%Uy=3P?O8s$EAGqo z>T5c%FN);^!n-dIn0+xc)jk4Qe9wh9UH#{pV9$GwEP4Ov<6)%S&N>KL`el&y+*$7H zF;=_g(F1=kx2%9bc(bJE<7;ewecEt1;l>#n^$}zVED>pf-~-Gxf!>R)XTb#WQwWL2 z1cqegygq5-xo|UVH1H!X@av0Zr6Yb zo_P_Nun9i?$9#wCjC!{cP4Fdi+!8QBpI`!%$OJZdyRmA*B4nRJ<9&%BOx~85`V_a&c%*Iwn85l9 z!ANI#u)%><3Jxs;_CmDT_-fuklt@|&RlQs$bVW~HG#Ow{Ba1jKCut!~V};wF0NZU7Su>PH|_n!v4K zbp)7ThYHF{<;`81UZ3vUMC3FgK3mrnWdxHrS z=M#){CRm|rCRa0os z>InqGyDwLmed*NS=@(>?UpnQBAWOkljx1wGpTkaZ@8E~O_*m~v)^lemX|Im2vE$@T zm5{~Gk3e{{Tr9-bIC)7O{>QlP-3+BQf39zS)`&F0gT8i{%IAyQJutzJazf%U!RQSt zNO`IrkqstjQ9~%=OyFtGm>{%EuqT*6<0rw1GQpF2=9=JQ)7nd5g44}sHtbZROwi2a zr!JV_Oe=!qH^Cr%#sqU+cfNwNBd9F_ahsr<9dk`!;9R#5OmLwifkaUXaehI^YjIclU2*no*fIB;>+|laD-Wp&?f7-+jEp5^KGnu+V;aIG{_7g5Z-+W zdyb>E-gNL1Fu|_)TdsmEX+Jr#yd5|OU!HwO6t6;-UKwOPcb3a(%(HqrPO#nzuW?B( zf$(NI^8&LZ-|U(SC)^pG%uRwU7k-H}!SbY8*x`dJY=(dduIUjHj|pbywLwZ&=#@TT zf>a|y5ody1^B5BtZ2Ni>OmKY^!HF`#%Xv%j$Y$;9D-R|po^NYa**;WL} zZvy*Uj0w&!{|}#E;$}-g+$NCIzl8y-4Zq?42~6w>L`oB^uW`r)6MT0eFkur^-eA5% zr5wGf2nMt3N&*mJf)4X$;)r_|R#<@vKCL4pNlhShfH#k>=>;aZlufYWP4H^$Iy6DM zkP(-`1j$bcP$CnA4%mxT6LP@w2ed@z*M!O25>J?xIFWWQ2~40~N-)xyASC+gDQM47 zZR-d@36aMT_;6Uc*zLun1^MLlu8bj7|x99mDI=C-pqnlraeW|h{5Z-<9FT&A! zS-tx#WT~#nc>VwO^y0|krp^2!N*9gP9*`wg>0!fq?kvfVm=7RD)~%|5EHBgvgg48v zmzZV#CA)rb!tHgatPo^*_B+e}PdLu+<(hcgVv(pO7a4*Hirol_#{_|a%1D{18KeRx zP+3hV;!N;mA7g^I-vaRNkn2W*6J-Jq2gU?V_jOML6YTUNs79HfTaJz~n4o?iLGqhG zU7In1{>j#MFj0la2#DJRcIk`>&KDgmhHHX=(*z==2`&e?>w*ampCd3~6KFUx-=Q+U zSU3j;v+fcBh%mvqZZowB3r{qGgTkuq zV1f@12v8yu9KEs+8&5yXX+5;Wt;dAP*Akl}nU-+1=(8G3kX}eI(wX3?-tF=J|!>WtrIwelzHx!coWcz4{F`)6K1gniMuMj(9qB6Hvsj+Sa` zoqQP59)CO93$l3c6WN~Qf|&M9i`t^lLgA z%h<8W6#V36+9-k()t+gynD%To=TITEr-B7RHL5+;HT1%vJ*%t;lD|Exessr}VY0gd zp*>S<35dHr1G_OFY1?|E9Pg;O+Y^YC?Rg{3=O(mg@nQlKZqJ1+C*WW@tS!e|eWzCv zfQa^7Rx%4o&6G1sp*;t#CnQPRQ|JJvTSVcL&MdbQtoZgUUa%3{GkNzed1%k+dk9dX z_PkTOA6ud>;{9-FiQnI~Y&gAnTVls++(NbBUR$6&O#%o;y7s&m)nYxg=f{9e4uZxx z^1E?_K7;SxwLeDEzj|pd%=(oGvYxv=&Eu63;&e+Fzm4@VmOyy-#hclegB>RvgDlmH z68!{Ob{*o#a-_@+55xYDx*24d=uOshXSoxnjSwaK_cibu_w^$X-YnbS;A@z|1aT#;u+zGJ+#e1mxEx0);!L1w&Y0lL z;Bjr>j!OR<1SiS_MO$6*$Og#=M}i5$(g~_jCJ0JeJPJ&3E`uQXP4H?xV}kH5H}L=V zt~mt6ZGtamH!dElB6aOIzZbE8_eK+w0|wZiZ{WdkWFZUfV26lzyzy@F2Ft7nNr7pd}_K5GHR+%z2AjsFr-z7J2Obw@{;;)E&up#TY+p};j`x%v&a=NfD9TpP^@4o!Q?2B1N^VN_gVd*DT zk3ZK06(=~d{JS6=v#hxM_%oP5cMn<5ou!o(b4R7u>bgsiCF=x%@MiINhp+K&jfpmJ z!ddRr7%Rx~$zP-idigWg1alM>pMeSDP7)H23AW}d;ogiqtf>hmxOtXP#F-%4f-yl= zC;4t*f|ij4C&~oNqZZ?loe4Y|046ZGN>Gh5!HA2?T7wCElL(UE1WB(M6KJ^`4uy#t zf17}~O%Q%A6$56Ll$wGG7G)5KlqNW7sDjV8xt2#@!X`L9mH7@;_x8_xVK7Ty6MzU4 zjPaO*Bi{SpfxEy2Z_5ZtQWFRr;EXeio`4D7R1vIr6F9!vj3!u0J#OLbRdViN0!1Z)k@4l>L_C-1O@+`<=?Bne%$dVVt zk>%hc=8;l|7ii-53FZco_1sz1Z}-A1eLL5GfGm|!1j3uetr%b9ZE+E6;e^w8tsf`I zaynR~310d!*93n$7vCV29bP{f%aa0+7r+a6u&zyyO^ z3~Goc$^@_OyWo+1v7D0uCivQ#pc-X@^gGpIU;@MT1j%oL(p5e1*z}Ee$imstzB2)F zo50&41tC8jl&63R40;fVlqS&Y=I#U61m^t+OxOhHt0v=M=3M&n7zWdL5CMoV!KGpI zkmNXaP=7GNY9m6D)C58Ys9ftaA536vO0eQh5cX~hn!vB=R{SoY6~ldmN^igW_`mbvYxv=myPO(`|{~$i8r)ohe-s&w=XhI%)UfSPpE(_7yl`cUH9jjASIk5 zi|hNVn59dV7k+lg?gUxSon>x(Z_LsvcFGaRA{$B|yjkXdz}I*{#MlTp;cnk{&=F+G zj1Xypo7J;1RYh@(7noo`1tIa6pqWQ=q*%y|)dmwhtS1z4Cg}WcCP+HnwhYdW{J#l^+XTah zFqhr_f$CXcf}wo~L`oBM$PQBl6X*{jFkurU`cB2c3@`RBfWa&^CIAs8aFtzvB!`S` z24I4LW`rcE34{(Xr)js9U;U%Zxp*{B`Ynlog=Sn0;d(KaMgy&&dXiyBy z`k{wpJ$HLf2cFEX~JI9iEWvI>wzHE7d1L6)#+jw}mrmx@u?3+Re%YqiU>(k z69^rkXVX&(V1h5j1S{SIkE^z!3EV@T_l5rxSXC0BL?#F}I);tccFTTaXbGQM!sKg- z&B;tloEmcb0GMD&)0l>qkj@0DZ#3>gdp?)_5ie*Q|EnDBX`PvX?U|gDj=zXvrb*Uw zw`ZGS%r(Is^CdB`FMD(egl}JDCV#}yTJ~&k6lA%zW$b4`mIDbKSu9R`!7N>k49|lJ zHV2UP+*uy~V4l$MPOka}WGN3P5Z)}~KVg<3Ut9Ko6RxAbtK#}U*Ebigi8O&`2xEdD zM=bV%2{MBTiN^%b>RRC59520?1SZhEKq%r&;5%^);$$N%TY?Eb#1Nb)6ZpwFBdT?> z=_@dS`89%SlnHvT35o*~bVwygeiKx?Y2&e#d??C>i5hX2fVfRyZI_G?XPbxGU;?8| z0+G@LZF;^80~3@yAuwSRBo|G?!Tfmb9}^hNf1eY82ovnt>xiUN#XTLt1moTjlB6aO zIzShvd2PT1ncoRkya~=J>_8KoZ2kILZ$OM=CkE03VjIEnNOAK#Gn7l1< zjA;q)-lMg_1l^ShMmiIyI^LTG?K%8-`2a!VY)|57&m7Y*9McG6FI$*(kIQ5|cY7YY z*Aw^UX!OU8urJ+G2!wZEMwR1e)%(_Wf-D104|Wk``If?wMg4jVW;vRrkOWyC#FF*g zSsqPfvNS6UOoS}jw+Mtc%diT}VsLooPdMR!7wW)Bt`XFy$wuYs6t4Rnn36PJy+Yg zg9-FC2v)oax+r;}3F2#HFTgdy>Awk3A`_H+@WsX(w#!ceT0*fmVe+=bGNvVFR(<^i zCfGBOV5BpF+Q!fU(4NN*%?cAVPFWg9dwv?)9wUA3=M@06?sbW*=WfqI)twM>rv8Kh z?8}f;0^!}4!Jl!oCiGO3hb#|=UM&)2DZ0y%Wzn${*eR>q*5h4W3mdYYJB$8P=9^{7 zC0QLHON=vt@MalMiCK;&JAQ-{?zqqVPl7D_?uj(PiG0Qc?lL{Pg9$v25fYCHvO6}% zy-|JRn*t`tJVhwtOpv{YF@e%XwccQYrJ)2T$^;u_7UGeqD9Nk@6TG`fP>nKyviq0{ zFu{gcg5)|HgI;N-yk4v6XbSct_gBu4_yZn=-wd^DNSJcy~znM!MukA zCTxO1y{vICz2|E7g29~hgaAaCV1dRWB>CRnqz5LLSV%~cnn36P-IlvWg9&us5v+I< zbndll5GQlScKWw~*-}M!tC2mv^CT~lOV_L%2H?swpz`u@Qq%*wnz-^TJyA|#&n?6i}4A3fe))fU=w zTsonMYtQrorah~-dwz%Z-2IT?M73w@0;WCn>R(4ed$!0Ws7AG?{U^0A(4NJG1j*l? zkNueTd~jXv3QSbk8v^2P&mna%-VIV=4(uxIMixm~Wsq z{rXJ<2J^^w0ua%jO^RG_#D|=k=m+hY@QaWnZBL;Ctg64b1KM+%oP5KXBfdRf80^CK z9Blk63fgmwG671|o~sv~#P(cK)V~|F#6va0s#;lJ(r}nK_~d?#rxBE$|bmd*ca&cVD_Q z`(jxavIw%=ZK>%iXwSqPjx29xGoQi#yDk#%goYWB_1sxT?O^`P+Sy`t7QDtM%n5`y zi)J;x#*r`f--8pbw8ODSf-IkNMVdfHhB1Np;TP@UeRPN}A@P{tW>j;0o%5I0^#T)A z84!v%6XfPGCfNOtQ68A!wh6(BGJ(MaM?A6zfnHa@1OvtrRHIB#+}GeGm|)Iig5)>B zs7%HL<-Wb~S0XOVARulNw8~AwfJ;k*s=x#vW)p~%COBJFKN?JM-hse`O|Wr=Ee>Yx zCVdYW%;?1gAi@MgLS2!hd20GjFhQG@ge0j6gbwhD>pLwl!M=3_E8YZJ<94G7?B?nW z1rx+>AwY>tV7k>G8?Uuq5kBQNd^ch8wZ!IcOiSeSUK0%_Fgrjn(wQKA!BR)lR{&vaj z09llR%9J$$V2Y+-&8rMPuvPcXrvECS)pqFRGl z#`cdK2Pa(DT?%G`EN5PbG=Wn(V}kclt%|?|PJx8PV}f5gO>u8@c3m9?CU_W5DB?^| z5WtwAf56wZV1m0b1SiS_h4UE`__Vw=5lmp3NKlP3K}3S(S1>_+8bR`#z_kx!frAiVq1>Kl$$gvtg>$kL_V&YglR zd){zlQ4L`JWBg;~zxW;Fi@IbzcNWhmBh0eI@}EbL<@qoI;my+GJ7&?!8~YqixR7>f zR|HwI--$GVX7jn&;S*1mJO>lR^&})76C})*K}zM>8oWE?*`H9vnZV0%EaDE9FI@p9 zm^GN-M44cbr#+&MtDNctCiq}NP>nKyziF~6m>_O6LGqj6ednHdY$tcVPl2j?QZY3o}sLADivNNIxg{r>I(*94De5ty(ELKB#8)A|P)EQ7%`SwH|HOi-@3 z3`hLjI@QTwf-#E-Nm3IC9blKK%}0R=!j==PcoV2C_CXW0xuo0zOi<%NfD)NtuGVR6 ziPkYqxcn*8X-w<47{+Cek)%abh$nw^*Q4nJ^y;H_v^f`^F5!>eeQ7@C?ou@^15Y>qKu5CZQmu8gIhOo^K+f! zZ9H_Lhj)N^k1_g6dI28Z{`382dd&|scAxL(VZ0zSRMJ;coaN^_!^L~P-@Jc--FpfK0w8Fjm$}(rfXY7I35v^B z{snYW>ZqhV%WJ-ytCx#^fQQdN#Gn5e5aXXI*Y*92*u8kkM8)v1Xy-r2uhzh*i&AGL z)qp>HV&dxVzQE7beepkz=AmKcz*%xEqPFK>&NMSEXT|%G6vt4>KuJl+A@^e?-g%t zr(j)`jFg%ZF!HEaXDKE&w_@;Lkj(ybX^KZvC{RzO9!gpS$a}#&7mr1*^L)HKsM9Vp z%4!&F)s1f-*Y)`eta(;AS+O#M0vaiGQfd<5;UB=-@%c=_Gj%ucA~|GO99CQi`BV_dzbx%H60xWym5Qx!+lP`F-7W=btdoY(wW zv*viu0^*;wuzU8On~v`FmsoLe>Qlw?Hx!XS2|@<}B=wnZU-Q2ZjZH5eD(?MELAoh* zQBw2q^YEDG^Jn{A+~+Uw4)}KxSckK&o8EBazod&-Ce|tX6sx=a%@pyec;rWMCWKn| z+th0ATwLjti@Df)+Ld3hAHEMMgv9$XaOqDUuy9yyB(!KKLAD3_x@CdI;O*3EZi~Sc zXV9YBMBzWQI7A`%Eo87`f*$$a1B>=WRzeF|w#9g6Ktw#b69pE&kEzw%7AoJapvCK1 z5A(pH?>7p;Z()fRnUj?h!9uacRH20&+hQ!!VsyaxYOrw9r&e=Ym^`_N7G}i-ufd{= z35DRd2t^CU4@rl?B5dYDp+zIM#W<$L6V--qz+zVrwVK-^r~DFH9L>}&28-2eDFnYo z5?YLiPj3houG-N;i^gn=F-(isOWREai<#Z1)!Y_M7BDO}&KbW8EGqg_2!4xPw1`Po z?+q3Y*Y6iv$g?e26Vvxf{;oM8%BS<_Z=8is%0w0KbLIU}&Bq8x=>e@Ew0w z2vKBPI5H>dNQ3YOV6obhTFq^-xN|;QbjsAl{(P{ELhxItp+y_7aa+M+-SQy=y01_&216s$G9%qX?Ib9b75XXA^0tH(L(=D(gU!Ft8VHp=x$}U1?#o4 z!l}Lez#{x3wVK;vSRLbBEU>vd7%VO{Qu}uR{1)BO;*f{$Qm`00v$GJQ!nPRAJQse} z<<4MXypUSWZ84yz5GP9UTYfTFG+sd=_$@5aVq|$#IauWU9wM}8!nUwsTFhHExh+^6 zQ?vTFn%m-F7Gt97=5FW<7S3%c1i!^7v>0se{Sqv~%AJMBp~|*kUEPf|Y@2{Z)7R8$ zZj0Mb&*Hhzyw&9(SWNywA^0t(qlKD5r#4`re>6yF(Ufh$dL5;+c76?5_!dyBxh?Kz zGR{R$x%{S0GQ89kBz8%as&@ z-y#|<#`>&m02cF29tbU(u`Px$&&6={n&n{ebRe~w+oG-q!(0W3T})d?*$C9v4pUMB-AR2qN(x0>6cYY^jg)JNrBv0%}mIfdZ2NJ5LChL!Wd zqTPMX8G`O^&bH{mJQq%ui6&rS@{L-}ZK2ipGF}(W)XxWi#b%}E{|(5+?ZtRk_0!l>Q@|p*oI>zhWT3^;*4pl15#((v zw9sN(STZfnr-xjDbK$yQpp+!r! zg%Q&t_2v29U@>qDwVKVXv4NJVOpG!Z@dI7R065h+!kFA zG47HMm!9qh=VE>sh2XcSMvHOZ`o9H>psI&Li?(bFW2Qwv#YgkOBL5Y&n%m-t6XRTL z{Mfh>EIxjv5d0R;(4u!6*F3Pu^Zp^UXvel_#kAOXcS9Oj99~YX=C-(2$appAvEjfz zu-FkzA^0ucp~dnhw_1QjufZ)m1l_H}w&=;U_-*iCQ?R%+np(|mk+hWYI;yYTBYY3! z)N~5LZ}Al^zHU$T1B+kTCPE8cwuKzi!fD*i@nEsGfLhIM@zI(wQSGnwZVl%mv4TSI zTgc!CG;7An-vWy_TkM1u?b#NrS0G0mtnvM*RR^fm+!iWB8Qm@KIr<@3Smsa&ehWFY z_}Q;xAy`yJxC<@x*cS54bFnnLL>JD*lmu!uw?%>y!$ME>+zGH~n@S=0EfmmV{qZ<0 zusAq(iO`}0+k!PwMRzYX28+lg)M{=EgN2NVTBF!Z11yRoCs*rV=I0_VbJXra)eBimvC z)8g@k{heW=);dwExh=HR8RueMyB?e2T$FfH2!4x}Xi+}xZBMXx(&Vww!jNsjy4Sm^ z?7I;x3UsN}+!nR!+4!1vx^puZu-Iu#A^0uYpvCR?sZn5IZ}v-Q(TQ#Gf_Yus(XGe> zi|4k~YHo|q%Clgh zP(ZEbwrJFu@$P}b2Gu@b(Y1m?@LMpxf>G*y0w=0{haN%;BeunPriEwc+9a^p){k1v zZDBf?adi*hcWDAxxQ(C?{1%;XqH3O}Tfs!#*0C2_bYWYlF|Y3DX_>ocg%B9`|5Llu*h|yR&!fa++sqJ+dEEGpmtGO+*d~z_O7FW4s zfJLf1h2Xd7i59Xxh3mmW>wUb?!kBGwhiS1{>(LOfSln>yzt!9pH#8aFW~nha-vTU@ z)F=eMMPIa-mER`}EKD4Z2#>>rZSjn0Q5(1#KZSWQm0HbhQD(|`x4Fo;;s;p#H2 zTMR&pgN8@Tz~Y8wkfjH6a_TRgO9oC}8!K^wv1@(c>WZ()fR z+8yR*g2jrTPlXnyY>Va0b8)=-N*GMkDV3UktGO+5dNJO~dAV&+XRv79nnLhfSfjR|D%idxNW;p=k}ukJfXj;{a<)3+3Y-@+Cx_LpR@ zhI4W1RcoPz8QbD0^IWX+zIhugJbqKFxh8T4A zMiY7pAwAg^o0%31bvsM~3%A+SYHo|eE3TqNsEOt~uy`6sA^0sup@m`_Z3nQ(d*mRr z=*6~hWLnIw+gJ=1s$Z$qJQimd@BCXdFvQQ2#ws}eI{1J!-)(+=okH+iOhSvE8D~u3Tzs9oTxijUZSj_A z(I>+9AXrQcrdD%X-0#A81>(Q%>HwIiS8FH)zlAeeOfMdk3Kk#xY!h1aWm_C!TJ+U= z{|hV*52IFdTZ}!)dK%&5t>L-3vd!8<4fzr}2{Q1DlE1&fBWo(V1bvn{4FEzETKUI2^xfz)bli)EgS z_oH%cTyMa+XuXO;@LPDHMZyQ=qhMh?w&83+cMo7&_%bcNJ-<8{EMnZL)!Y_40~p_r zQZWrH0E^qc6oTKv2QB)4Z!!}s)GuiZEiBj;6-tbE)%MMokp+voGHNxq#pFQ7JDlDv zzs&^;`v(+)-y#4lygPRQsb5W#!s{$;_>ZsM+7SrD`-aU9dSneWN zY*Oz1?*RBM7NNz=@aWlK5qE#25Hg5u5yG@sP_7)t>(6eb?T)+a@N>N#z7&GrVij6sY&Qsm zb78TqRA^z%wn$^;;RGWUT<5-)kk2Fv!6onTdYNkta-*Ua4xnRHku>o zZX34659YbB>2;?B&V@%`YBjgTgJOoox6Hm*!NPqQh2Xb{KnvAiwSi!9>0CRZ#W1$T zex^n5GGF|RwP_i(n%hFVALCP)xHFHgfrWZCh2Xb{LW_R##rQt0QQy8o3tP5DHPfP~ z<%0=uE-nwJR&!fC8OgZ6cu;xM5iDZdC$A9xP66r4alU8_?o<=(>ksF|(VO&|)~-BAsdBI!5~`SUem^ zt>(6P&HV1c#}7`8z@m6Gh2Xb{MT_XRql&(6< zRb+fad+L~g!(ibvjY9BSY(|S!CYry&;^@32p@lu$B9eJ7);Xqk01Md=YBjgTfnY}K zc_tL&XGuTSPzZjDIJ9_gm01H8-ItvdS~##R%9$3iXZNfEi;=O^YHo{82N~z0XyA#a za4sx&Q3!sEt!VMFZyCO4UXxrdv~Xlws4^{PMx~tqi^C_V)!Y{9FB#qaWTy5auo!ol zLhxH8pv7X1c|+k`$j84CT8v~{Xfm%0mv5mTz+y`(wVK<)@fhPh5c!?Q@KgJ`;}nA5 zVmn$y%C*N&C*{T~cnZ3E6x(7W^ISaDeh~x~pXN}jxh<-g_uYloRhQsgs4b!p{1!=Q z(XVnQ{=R#^sh-ecG}|Iik#XPsa#_bCV4-VGt>(5E_l@zn-tCoE?qFd*mO}7bFdh|f zZEyHsn5fDZ{e>1|*cLv_bFn4i!(*`U`$ethwkYk&cpcU3WgjcBc%U-i-vRJj?7?%< z!tm@3u;~ADybv;$Z4t*j7n{b7oeLK6O(*{O{>jU}5V?t>(7aGLrFrl!fk01+Xv=q7eKRsc2z2!BGXyMZfF2 zg%%Uo7Gs#_Lbab<3Rt*4pjLBRq&l9$`)-q_3OG^9Zz%-7#R0SkT-6{HEXK{x5n4=S zTPQIt0>i3)gGI?|YBjgT+kuQviYpE;z=_%vPa*g%4xz=PkrBPXVvhGsp~WP&g+0?^ z*;xJmAeZ3z)W3_6dJXg@&Q`i>GndjnMpu<;~ zs0L=#YHo|5ag5hdX|Hx?!nwFQghKFJWTC~BhMk+ixtQ`!UufaPwkTzui&Oq5@KczV zG6w%vb6cctX58zY(SA7sEV`>w2!4xWXwgY$3U>Few*!U8;mo$U#k2^MySx_8#i(D@ zYHo`F#iN)}2mBuSfJJTO|20 zEDr53SPADs*@{B&TbxDv6A6shQLfk1_Jc)! z35DRdIENNgZQ;Q@7qg1b;CGuJ&!$#$TU?4RLyN%Y&OO0GJ(5E3TUkl5M1V!aX$rw_k&hP6 z{Zx9wGxnTbscaEgeB^kTSJKKm_^_at(*~V^M>MYZMK9;}*#Dw4J|wQrTjN&mzmIks zIWgj`;^k&ds6*fvsk4Fy{w$eTAqUT9+_L_Cp+IE2yy&M+-s}&ct%}B4u&v2kX%Nq2 zC!;DWa9{clAMxM7zfOV&f@y7p+25xa52?%a^>5%YdTY~Yny3d)*2>+)*gr_W)6Fn!&p#GC{Z}*AGoF0FmQ{ZVLVWJfQb3#}l~*X_TSJm6~6PAR;q> zUd}Dj;7ns=IJEQ(29aa-G=oID|lQz24*#Z z(0{U&Ce|DpN~24W|-hyf7#JNnTyQKA245#wRBZr*ig zAoNYGXi~jGe`q`35fJ)QM$kn5(4RK%B06q3yru*usc;<4;ST+r`R8%hJLuk=0HJR) zm1am8`YH-;8zA%>&!k!G(C?bD3ooqsX}`^29{s%O^&&$5M`=2Os>cm$2ciFV0S%Hg z^jU}J_OP-CgnqB3G*x`)H{M-}p`Xz-6GQ*wYMLie=*#FG!V6KY!l^6d!jc#o$(sw; z%rF-MI+kvQ&_5ebQ=|+1U?=V4kd=;cs#$`F$>w;}+Kyc}a5}#axM~Lzp0}S~&YhLb z(pw^9v)qeP*pvCkX$J3}g!ach`IQ-?1R|H!B3}qZ4sbjht3mT}JP50uwNW7AW=b#T z7V)>8i;N@X+ggA~*$A4!E0Q|}MXdAe65t~1@pN7b^FOyN>)VMA{Si280oN4TLg+Vs zPlI?uzghlKbc$AK-UUM6x{ij33;o3FgYl5=UE8n?LO-gZH{~WO^ygnbhR0Q^bGtu; zeuy$ns#oZnpPjiILf^9)P2>-K<7i!UY!N(lDooNIZJNU!`cvFapywX>7qn@A&hbK#v2 z=0d^T;4TpQvMw}5y3il$f9fY><-QIJ3E+xa zwa(L#VYhE{A&9K5q8Yp*Nf9XWaR0%_aFK0)RTCx1^!<9#G*O}7As`)(YhCP~R}lK< z18GvdLO=h)88ry~*ETefKlI-gSfS$&lMit)NhOXnhdcChS~9A(ODhL+2z~X5G(*bJ zkJmlw522s$LbKSRKjKy+oJaqIn$|FneP`3_MTGv0PE8TywzX|Cg#O3*G)U6WXB}RE zV}n=-{T+ccReb2%BxvGC7(2_m?}N~v8%pye3jKG3)bW$o)yIrJKrZ}PLnC=}A$K!w z-|L2#Od<5Y#LyJ!LcexRaa+jBua6pU5kyQl$3xE+I$y(UFMDeL%P`@MzS7INv+~N9 zR>JWJM#4-W*q{Pl~35bL@n_Mgq`N8q5Ew!21co3sH|C|mYY6kRj zZjoWvx*(%pcgH*sdDeqw@QPHYp@>D!!eY3{hEJdUK_HUYO;qS-x7&m1)57t=D+qlP zFB-%X`tl!>(dpc0&tVYy4+Ch3xX@p6B>@j<#Z;M>5c-ZGG)+|KH}Oxw* z=xYRZTL___ltQ!Ep}$E>7w54^@u5G=nmlG)U6WXB}Ri zTEoE*`rmSCs`$`%jWxp1@4CE^FNFSYE>!sW3FyZC4^m6X3{MN$^ zuiv)u8f#!r6eiIO-aQFDg?pl@)@&n$enlTMOM%E^jt6E1MP}eZTp0IsD2T|drsq3^uD1k=ZBNHjiHX7za* z#1r}>uI|8nkv-_)5263Gn1+Z8{U2k_;vs$dI=4TB{0fc^}0Zo-4^v7Ca=ns8q@e@LST@RWkQRwF`9D|{M>F}m)kP9CyXe4hg^ew~f zQ@f&{0-1h?rX(4^hiqeg>!W#pID z{2+I?>XRX`CnxG?2JfEa-o`x{()z;-5ShH@Zl*xwD#uf=5+@%(k;xzJyg{VHc6vFt z$dyVhWE`5hZ48KfIYcvfMW(+%k+wlw3gIFPiJNmxAd)daROpY%{)Fk{w;^FXywW#5 zK!bQfKkR-yIw>R?e}mA!kVQkph5p40Pw|ixmo*y=p>LT((?o^-<=)%yxO9_r9U%0N zUZhF&3jOHaPR}9qXB5*!{?Ipj%J|r>agXb7VUo^Q&>Zg2H!$3TcFlXG1w!aIsiGND zhW=pvoG1u=s~Vcc4*jRw#^F3x$AqqhdF=O=UN0i_Z!5SV$X7)+5<>s*XBs4F=(7$l zZ)?F)2z}RIG*x`)*BDK}(4X4Z(+oo2N5PZ2{3Hr}T`fNh{UfVpE`wY+rcNVyb0PFS zZr=#Gt;G=fgId!R=|cZ!s#7D#%BmKPUJD{7m*Yuj-VThr?5_iIbYa4;8q&+Tvr=on zHct4X?myqao5CIez^t1tQ)R0e zV~*1dDMNp8TFbK#`Wm@3iyiuxs=V>Sa<%$zBFy8YLVCT3(9ip^1VJ6RV4+u^w_^q^vo0 zMf2vuD|yU?h5I^rLg*)}&=l!Hf5*`dO(83Ly-}Smh?o?P$C-85&$!F}9pL2#6TZ7) zQ))SPRwlLUgcE-ATf6SCC+(Wk4BkCSQo%hj|LBDxVYm8i5r`ykJb!9>o5Oez#&de( zkF$P#pqF!tOnuY{8NJejzk-OftT}ZEydplDDAL%)9pBz*lJ@D4K;+yAQK8@YZWo-j zV+W7ovn)Sn(IB4Cm(yE^PH$A_^?=YHpF=~$h5n4IZSjy26epKL=nuL`(?o^-y;G5R zT=8FXS3>CDD56RA3jIXo3)>;|e^t;#{?Na*`yGbowg==CB(|M?BZHx%w%+-3=( zAM~3BNgDdB!+WCi^EHINcC*jasTc)xBWC zt7p*5xwEowIOAQB6+<-TVNZT9q8Yq_9==Me_rW_aXduIAdYcE zt@f^($x`L?XtD3VoT- z5jblKtr9Tw_2X#}Pv~bWhM|*5i>Md~{V6+Xh`7*yJ;V$T>6Pa9>k#_a_tP{{q3`x< zH6GW(x9uY#^lc8)q>G*k?L(6=e0S?tiil^%nkU-D&HJDA6^JM?-Hp>Ka;D}o#%!rMUT zZ+t|9Bn^Gm;du=7b%4-+_L-)N4}DvMXbk=C4|W;CEB%UJG*6gGw6A?DbAqH~6 zOJ1G2qIq+ndq>QLeEG*U5c(6;Xo_^9A6Ysp8?rKWW`m)Ei22I#c(g2y6L{_Q_AJ@} zS(&zoUe2ABG9MVBKj-YYF0dy*!)ONYo>X_iJz1M^$sR=Zhcyimh`i!>p4Ipc2`J(+ zLAe@4)^4DebBpAcS|Gzr?oud-TuY!CydoK9DAHLVxEhn#dpe+XCC5WB%o-0We8>d}t1L=(~DEp`C_{ z+dc?=*~K(N%FthSGfoFWKXf_GVu!xfwe6VIoz2eGz&t)$L$4PR`g!Ro2zviEU<8Ez z{TLb~Y3Q>KPx+V5DhT~oduXco&_5WQh@rp0KgAkCf7L;nCsF8ETQVL}d(U=tE69bx z$7m#PF4*?MT=3aACI~{m(OH@zUFdhXu?RoNefP6pwjg4vIi7K5KO!2ZbAZpVl`!FE zEzPOr+*xUS&j=YE`z>{ZJ!xr3GkEtTv_J02th9HZAoSDq4!#wLlyf|k>b*r89z^eh z-j_fms2{zYTSUi50~s&(4YUD~*x@vTS7ekGiY%@0)`E-d>o@hE0+G#bqC)@Buw|G& zrY4Gc5c-RhG$;^H=;xaGpp%*Mf;ABOmMv+BxX`aU?}3N(dCWO{_KvavO%oOR4(k~| z?yy+uaSuY@vL{WdSLoYKTM!1JpJquD`9pu=5@U3X@td?6Ch4&~&EXDx`;TjI*H1bX zr9kNGPNf-AhJLfa8Vvoto-~Uc`j6f*zCwKS%#L+1kDCMO^&&!lTKq8#{Zf4@reBntgWs~FF^KX`ZcM975! zcW5MUE=;nMf+e+V!F@_-aXMBfqSwuFkKEry6Fvb7l@pm!xm}xD*_Lq zne8DR5UJ=*FXt99&SJDz>AvxEK_twMX7Gx<8-pTq{#(5XF0yu`=FSs{+?pdQ^k0r% zhv`$(_ZU9QfBRG##1s0%C%fam*juOFgwXFYhlYp?{iO3Dct}4@YXjhwepCQW6BYVT z?=XJ-oONi+G6;Q(P?}V)&{tG-=mMetV;xQ85B&mp3v@j7^3@lZB<*c9hdcDs6;|S| zpE>HE0HJT3N;9Mk{T8{7Z{U@FOg7D8hrU;{6PVTJdUHC$JoZ0NuNM*eJN8^aP(VmY zDulj45e$vbfG`f;@%d>O4&{7I|UJwF^`><4^K1RTAg&Y zBpoJv!wY&jcUC@?XM}!uqeBL;C#8)ws6*i0liVq|C*|@zLSZ)ZdPm(Ch(!5{%F08R zH{vPkkvI1Ryg+X4K!bR)GT{0YylU6%$ipA9UT~%%;;SjNZy@AevRhpcSjNz+7S zW#T19hHu|rQ4CqRGLRXi$!}?%L|HjX_7hHoZkfFc z|iH~9lbqKtB63y5X+32pO5c+EjKeib3=aqik0=CH8 zy^PRrmGnFbMBWdlmvf6WY~LS6l8Yzx1QEH(G=o=Ux+k98gQ0Ctz(tlkq~R!m$hAeH zLf@irH_qBr*(PNW`Y)Vl5Kri@zdj0`Zp#k9ueYC^MMK1ee(khPcu3`DVZ$KwgM4Y4 zsL+2qiBU##t=70e=wA({N%ac-_B)2VK3I+{&tia(TCu%6~{hrY#v zVBGaPBR!Tu={-NOc2?%5 zG2TqjNq@T-vhr}#FVu4GtUS<#@%iV~j|=a>p3F9&8N7Sa-4FNV%jT||K*XXVBtjq( zx`ZuqVH88;dThiF5P4cdFXtBd_?YoS*53UK@LduAk2Hf@2_v*M#(jPUgE{>L0T2=Y_d34C_&;`OddaZAhjQ}#_ic*Np9qqq`OiAQi0~C> z2LHv%>_3;LII6)?`pOYs05|VF#{yW{ZmPcZU!c`wVdz{^E(Mp#T94@U+%9oz8INW-JNUT{xE$_A zKzLoQh2c5=+);HNTyRepZ|xy)DOoMD34AOVf4uPdlHkSA1UJJ75>FHOpBR99Q&*X} z1)88o6hRT!1l7wJ-vz7fb>Ijz!S>ArPE-?2*u&_kwSEH^K@&vmAW-#cf?3lK9fT$@ zOCgZ_P4M*E3Ty(|F=j7eqRcZ15O))NVSWg3&f@buXac2^1VqXva7-%BgeLGiN5I%k za47LL=J%vKz5QS?FBTF25lygS_)jDysg!JiCRlWxAW7N;tOHC~@}E64!MWQ6R(um= zsxbaGP+7P2)zAcw9uYu^nxM_jme>U2`vo0`l(_JUVDhHK_SKjYB^wWYh8sk?PXtD~ zCb00kSq|x0>#}UHAaU-7bEM~@lS?rnUWSe}fLYJ*Bi3`LXRu8tghcHh?+g3VBZ`3V z?n`z!?#rtgv+$wZ_hlO|7PwrC;BZNO7Kn#&;K9O3a5>h6SkLX^=EL|N{7kL4c#cmG zA|SjjNfGFhH}}F6xZv*W4%{nnS-W0j6TFN$hiUXi`{^lY0^3}I#M1;Oll$P_=skSv z2u;wofS`zLg8X2{->r05+Xdgm99~M`L^Z+sR)g`#9tUpO4^2=~NucW01lG&U?4Su2 zJ|vL*O(0hjfqOsncvJi{gv(zLAnqn`8aD$4jSnbkK@-H(5)dhyAgkP95j4S`Is(RS zg32?DAC()v_1g`D>D+J;b1>%zxO%zFSm5UxFlWB^zZa1$${OK_x9_C!1)AWAB0-Y0 z30Mc{5_I$;G(njKp5Y(0cO4I}`W!qyD9GfuYEhL_sF~Q_b z3C;DmgDegfEAET8(WY*&FDaJ@2=BgxN8`R2l~|^M%Z*I~-U(c?V>w*1PY0mO@wvA?gG=RM zVm-G@+;+zO&4KjNWN@juL_m05d}7f>wd<+NaKYsp8nzz%=lC$@IylYnXUhF$9x0 zB{pxyE!5ZBUJgyrFP^|i*96}dR$r^h$~!n-e%;&5NKDC-{v7p2dcvjr|m2^=mLXL#db%>1@{6u3l~ z9;VlGyX-q|f{+YT!vo+FGn9bvx>zQl%dF!=?Vt&4;)){#F45aXHi1Q91%~b**>*Re z34R|UNIXq2)R*zueOcY5vCsq!vk8j0CeR;x0S~If0;>)1?vPt9ffLmP`qe#g!)M=6 zp8`#wQb?fc)dc%i#p0joi@8o9`I|ug-DcDb|JKwBCQ9cH0pf0gbB2shz&G32ghCT6 zd_+K`Y=YP>Us^yD=)NXk>?YW^TnPuWu)Vtz4CbLv1VBU+gxE43`tdaQbbDxm!k+|5 z(k5UX;Jg>=E1(IcH!h*C9Pv%i^`|yAflSr6{m=w`)d-+OP0;m%DZcg{`=+QDq(os$ zg2|f_y4&$&q-hx8yF+sA35;}2pwKbrDx~Kntw||@#EDJfNY7L&SG*3Zb@$o8tRFEX z)^n%lnWc;-7}oE@N!XWHW(0(HUpgh>z7!v{SpzPuF4a^CT*CKoxSZ_I_&LC+vmf%o zW#3a`J-188a5>zN{Y67&f{V@<0>bN}wg+7X8SGbu3+{gU%-;f+;=Ll9AiLcQOrx)Z zTR1=y>^)78c$%QXt{rL}oV(E$nqb&vf+DU7Cao*MgZebXItQAdO&Ng`)dZim7~_#m zHHy6kO^|etK-H@W!dtf90QUsW&j=)c6TIG@fSP*SFFM0Sh1L=v?j}fgnt*}|E%ose zWBVTjM9L&`#93m{37F_iPmo{&cUot zZ%?e}PS5L`lyTO#m^E{UeF-!sAiVqXbsz4_gtuSkfyQW zpb3s=6C_ESfOUXDb1b!?3FHb0toSA{UDq9(V1jIvH#9-|H3BG66DX8gV@kN%93KZM zaq7UcaIk&&f|2B^lTHx_{EOb0kbwR z>sRiW((Ad?vwa-n!7~kPAG*T6?07;zc=shg9rtB`PPz)XH0!EeDsZ`Vgu^9&4C6N3 zX4kxUa0#46tmk$adx7y1b!nsT=HN175dq8$(f@~;DS45GUtiFB`-^46U4{A z#x!c%aC$g2!F_Xr#M1;nX0*XL(!O(fG&I3w8-gOP2|8`Qg9laGYyLcF0+Ue$PE-@T zT4IPtcECT$6`J77Bmz~hCK!+twhfw~+>Jo;H$lXm6x2Lz$D_Sud&y zG(qcdf+T4Zunutf@U^?32?}BetoSBa;nWYCz^)=O7n;B{o&ZYJ1o^fO*aTjK9}kC= zh}%gpc~fFV7H(mHf6s@|1Q$~YjC4)#rr%31NYBeVtD9Q=xhJ@KoFhFiTpNvJdf~^< z448GjDq=l%dTJhKJeXkQ>V2iKFI{U12=Bhc9mjpy*IW_b&xrNhE;b>I??E;GJUtd%27D$Uye^@q(8bcFQ5{@xr>32nC~yfqEwTw- zmVUuBI#k!^7BoTGEP}+-1Si(0<9QxgNQe6<-4Vqv>Ab}Ir z1fI5xUut(*(me#4VE!@!Rj($9cQ3<73dF4`0N4HToqcj5hm(>Bmv@XfiQOAW7N;tOJzY;&mIEz$J^oif;mgokOq*)}5?e1x+yjGy#;T2^MLL$0m4v zGr02ak6EPvq z+XF2R(M1A#?S;_u>?h2 z6C_?|G{LKcBXQ6KVF?6IR1^$fO>p@pL6WoySO*x8R%#1PaN+@h72gCuWJX{UJhb;X z3r#TN1p$<(2|g-1V-r04xnnJ)#HTL=lQ$(o7%A~$$N+o{-zu55bV^9q1g;)E@LQyf zw>$q7Bu>I*j`V!|)&Z}>?;kd_f?0oalvvN5o&!gBL&%rOTAN^BKIRe--hJtN8Ar={ zqlY;Rsp}ZC{?>o)Z@v_YOwXA!8{mnGHB5BJ-nd?7vUmJ<|l z=^4A?4aSQ80+$Dnp0^_joT&8tqQLkabmJ@OEg?OB#S^G{rDu89jb9->O_B*De|pL< zXZ+Nl+w7g1Fi~wX2@rRBs`nU-6V+<^t8hrq)KdgR%JkItoqPaZN84W_VC?kV^w^X! zn66GLFqk*45dabCdBu1TlCJHzrvmADw~`=9nx3o!v|skQ6QpO&BLXWvJ?)!~!}L^B z$~g|{S^kayN|c`Cp1I>i>Cz&x7*b;L4}!^?5^oA|3(xiYwh7)*`K-{BP6_GKbC0i| zFTD25+jrJNkT}s-IMQ>LpB;{=dgNPt>dX1##Cq=ZERbbd0t)^od@Qfz<_?a^sr;PTCmfbhB~ zl%UI@jut)Of=eB?@PNSO$aRrT@Zh!_4xP$GjSkQRKF$P*rwR5XHb$)`S7h-!_&Yra zinu0-as7l%Fxlkh6lj8W^9Y=%Cg}ID86KJQp?CeE35G2sQ1xnp$*P$q&;(tV5=j0g z7@K_tHPupF9>PR9tRg_%O|UYY@yS!q9ons-3GyNdh?GrWXy@Jyn!sxl0b@6T^8&`J z-;!@#j=^BMB@zG;P0-NF21h*Q#OxYq0?$1JNzx`@9bmfA_%+Z3MQH?9d=sp*cE%={ zqP)5snjj>L07}#ZEqi<8MY;TdcM7D$-qQq=Hzj6X$1QZ5Jt_j4z~cgek**0I6@LkY z^n8E9{)ixPzWzUPSWjqB+0S@%*GB8dw_(=57ZK~Z({ubU#*aRqhHc*r`!cnffbj0i zJI21Wev^?8E_o@ZUI<)XRdBfER59)eOtq3eflKjaVm-IZv(#P~Og)+|a{!meHwg%@ z%dHAL$LSeyJ>h~|bGWYU&_DMCuPa41fwPGM4&CZm3$vjKu3sWZJWY`Cydi2;b+3L1 z_XNXB2#UBS=<$H@HqV;O4ZWcWcHSg#qME>A8{^Le7*0vcgeEvzMWE`{1T!}z;HRwJ zo)Jj?CU~rwgH2$keQGpJRHt_Yh`R|ktYf@R%DFe8Cp1CTHv%GM6Znr&{RvG_)8IQj zSL`NmZOnKj-z)RcY8cE;N(4Ye6IeMp;D|5Rjj4qu2v#RZk~RVB0IM`S+d>n_v?j3P zo1n*$8Q28suR0h(6Rhb#03~XI{38qSqFiNuDHKxTZdZcIn-aGxaSLy}JEjCpFsc`U zk**0Ad#Of1dOli{-&v42)wem)b428DObEAh>oYLxhqe;yxzp3iknw|>H!E9Bf_;fU zO+a|}CHFS&i?ip1;ox#V#?n>bQhuMqrCM_sy0qE7|2?=ko*>q9yX384JfXo({=qG9 z@w!StcwJKNql?mn2O)65EetP=7PzE75ZMGuUl>hbZGQ*=JJh?_dq-=umpTaev2`*O> zFm@AM+AxmcZroQw|p+9mc1uoi?q*Z%6#+O|0j3x!*$;gQ??* z#`t@JeoF}mugjvR=rXwH!5X;WOoOh-+5EXDsCg!`2`pYH;n3B3u3roH1cPD-5>FE} zX!9E>M@lBhK@-f~Mo`2xfr2)p3A)55m_rkM+fCp^HNm7oj3zkQ;Lt^Af^7!~RK1!Y z-qNf!G=c6>0?FS5vu<3*!h5vXAQY|+yBq?<-30yGGG1F~?_W_4_XK+`5)dhyps?!f zd}xB*MFfo91Un7waWFIQmTiQ=+;xKhh-iXQ`A$em%}K`RcV^xrNRl=I>j3WryDfnx zxc`K}if@AFGZteL__#Ix4Nai`mHrFw!+amv6b&ke)gk=UNF8C*uW2dIsw--VEvYpm7k)dVCjRJ$HHzGVX%uIq=r4 zzOXNH0|*H3zD$3C`?APra~8PFRd*UKaM|;Q!{x5RUObG68IN_q<&*)jp4%m4vl2ok z`1e)>m%^R|gxAIP4Z5sL7>IuZ>Y}V?pulC{JCRLrsD|;-*f}oMme2(D+60NG38Grn z;^?Z$+gybvsMRAV;+nwgRYSzB8hBs}G{I0K0w<~o;tna`hOZxX`6e`hwHbk`R}-vD z%TR+RDC$oj`I|t?vk05O_4Vu(Fj30Z1cpJ%g&EKU zL1PIRy9o|uGyd>e$W_Jp&;)5y2!Mzt7*NajQyZFvGPmH}p-5MPBxw_{4sf$f@FHk} zW3vgY_$D~Ha5*-?2)!@spb0wq5r%60bpxW&X zQj~PYw1y^_+k~KqYl8lJWf3=IW^5reL17C5C#ngQdoY@y)3AmH&;(y}2vohAV9!Ex zS!jaSod_g<6HHuEj7>0a!-g=JsDq{ih`R~qOzDA5FtM}6AZUVZ<^)8_CKx(p(FACM z04oB)^Vh#`etVwQ%&PYeA3yE-o$$D^h{7-{GjHIW8`nx zmrd3Lgm+(L>Tq8MZ!1lLCK$fOeUQNA<4+EkN{=9PS(j*=4A*VvOkzE^iBVNV2vw*s#g=dJhCkZ znxK&a#_Oc}Gwzr}6U+`GAW}9#Oq*U>&;-#d z2pGEwqAFc*Fw2(iIt7F2x0V2iXab|ojK5AbE2^UsG{Mstf+T4Zunus4&Xg)>f-aQ= zR(unDXulSlz-*&$C^W&OhXhcfCRlhp8s~pxhY4kn5~p7hOx~2R{Ea6gaM0!$Xo9{U z35;}2P<-L-Ge}QQhnS^;#Cf*7A^W>SU-fM;_zJhL+6A+oJcC%zot|fZGrohr?oC^~ zSNh>YKzR4%nar@^%1Vk#^8W6wUao%rvZ0d}fXk7=VaEh6cUN+_sMInZy*V-eRuQP!(_aK9~g771K#tZFFg*H~i~HOHaL znAQNlJ9Kh5LE>qGL(Lx|#XElfMreYdu>?h26X+N#BJPyab9ZP0*{K9hR1>7`m%#~~ z(f>*{G=a`c0#&ajP(GaH3Qb@#pFr|A!LQGZM-mxkJXr!0l@>^VxSOE!2u2f(xT$Uh zP4Iph0gLpulq`hRBRFn%|I72gE@-=eSynma6VfF`(~MgS#h0^6)jIR8fuR-{8pRAv!O z-jooNku>vEwnx^%Q&U}^qfwfWvQts5PGKD6HUqMjBH9?MyGUDWar)fYF^jS;bL^Z+SqHl-_ zXtL)4G{LY91gc(5a5AKU95g}5RszZ21f%EP#(M(!H_^6mb?o0ofVi8$sf6(`qJw?^ zI}1(FBaMJa*#u5AV(?p}`G*M@y9q+SdtrXh2=22E2D8IS0wAIZ9<5r2q-Qru20{}Y z%q2*YHUaAZyZ9*#hbGuvKw!l;!P&Zv*aWZjMy5d%M3xdjiJHKAOFRzkDE$>C&;*H< z1d}%v>8G`c=sh+0ry4zqg-onX&DlkEO0rniNhsg@_*>!sA25~ z*R4}5v7Xx{+fWT5_ZQjPfy?T>1ccY+fD*b)4&3$tF1Wl1qr(E1!vDJnFF4L8G-#@7 z;m}#zeM*BS$lXGac$y&k$33L9h-;01@v%b^K@ryk`lXB}ICbvIerN*46apuz36^a9 zjz{K`Ci4)QAS<0f)vF0UF46UcCK!I4K=L<%?E^*=EcTY|0~6KvECJ$f0>kBYjc~_kERyhVuAw8oV2ng@KB&lF}>f{YKf*~E1Z>Dee=bj)eQDl1Fe58#h z>RNoT5v1q(hXjcyJ)7#6A;r6Aau~dhmVZf5#HHur1&l8NRr=Wug7myxOW;JM=fUTU zZvt5_c!^IsJ5fiV>Xn{0tHyMN^jzAoC%yUn>8YrFA74jL4@#c~6E#Me0CA_MMxX&s z)cf#{xsaYE%?OB;>A7)k^m0hgDs2MBPR|_eAj~{_`F0vGnAsf&fQa<;tXhSn&hu^; zL3;Wd5hO{|lXZYyqwOa_dOkBHu;SCx=tu&lr^V49kKlE5g*gF~C_TN-?8M7SZ-wSn zNQn?Dg2|f_VXBxCLt>4}AU&tq6By~zbLS(!JbdjLbk9JLII;gv9M1Q!$ttoSB~ow5s?pyGSNL}&snbpj|+6SV7{j6-|v zd=5StSG^U%q~|)VsO^Hp`SJh6VKu>{1jgek zXCy9K2D3iRm{`x9o)L+R*U?KnJ>4KZHHQ!o-hByS>`Uvzs*2#^6FmKfz~x;Ehs%U{ zjKBZXta*dS;PUA-v7XyyPCLeThoY?(>VZpX0RiE4@zKO{{C>m5E^xusS=A~H7km%u zfXF6@|E7mSx1p-ZW@v)mlL-<}6O@~sL&}8f5060;q)#U(;+kOgM8?-ae`U&TgeG`3 zi@=F$f`=_%;*lv_XZ*d~kMjvsy_z7_!Rr?^LCZh_$=?LZHczk#ta9_zVWK`SAwb+s z5TeL$lXI2srDVyM7^RftNf{F+N#%_W)+ZpeJICt;c4hHkhMgkzB38puX z!Y23}X&ejp1X|k&lB7+*I>5k7fy&SX*1HL;_$KK3BN>}u)FGo}XoBVk2%tnw5Eq$> zLwh<*{R*UnW){KZO$nJ6m=Zd{+gC#qG(1IMq-%m+Q`@zH^gJ6^qA5t6$Nx_pRud$? zNydAE_75JtgIQm2fLPC+o_7-%j|8(lbzB?v<=`0t!n-ds82jR=_G2u#EMBZG)vF2Qzc$0ajn&zLK=L<1cl)Q<1hcEwpM;4D z7)pS+n_yKF9lXR&t7{*GCP;7~AW}BLVpFRmXabc91dQDT3N?)PbdGIni+{+u=`;c$ zq6sFZ#9$Ll8ryX$%hO!b-;LXq$+$cu#O|3jyKX7yH(@FS@0h{J~{piQRdD zOKvuYi?wnTx@_`o5dbb1UK8uNU8Wi`9%^ILL4PrvTII9CRfxjAos#g=7UoT$<_XJa05=j0gm@dzFV0EreFMN0C zv|&;*W#1VqXv*jraT0-7Myx-Gr&>?Sy1!gx=oZ$)VZ4CWOF z0wAIZ+78@=O%V91{WWNU6XOVyq)os&z>x~pvd{!GrV?23P4IhR1~x%aQO}Xk1m9*7 zK#7_lU;i*(PCNx_^)8D?8?1(?_ zLS&uhNYD0hv6!Cy4Du@>J$E<}>$%g@Ab{~ygFZJMTR?iw@*p6*`_i)=?o0IH4GqDi z_}8xf0+*Cr4i~@m%)gS@VO?8rscNyCUeE1vVjbhTLj$e%Mu5v2eFDPk(n%LxN(WsV z3m06R_hwgtOXfL|P4H6P0EbR1qWmT_f!#`i#M1(XVmSna8L06zl=d2kGLiX zF>HZ2jmf#Ap$P&u6F5;#FxmeBqQX!1+XhWAbO(W|R}&+o3GOywG{G!gyF_RL_u~Xa$|eYn7^4nNka?DXv76x6!br^TqRYrux{E`*OTGyIUhc{l1d}%$%gjz>x7L_y)>!?F#8B`-Xtz!aKoj(tN1*D}1Xt3Pf}jajEg+EmO_0?3EjGbL z%^(|?sJajW#N7n$R;_WO@>>NbK@*%@NkF7*f=OzM!=MR#BMBJ037(ya#{3@9NYxJp zbHgSAAfgGH%uPU&y3Y`MxF<+XAV`un0qX#dIq$88CNN1Ru;QD*-RdMZf#J`<)zAdJ z(+QwNP0;gwHC|44kC%0V#M8|tn7k?Rf{_w?-)}R5CTNjMV5Dn;D-9dJf%G&Rclv`M zal)>0q^Ipb#wW(fZMNWF8+VvVtmjV8{!JLqrCK`jMK$cpB!2?JyDxGbF+G>0#wUQw zn)rk+_J8hgzLs#fymr`ymt5+p$cAv;re_lCxn1U^)iKWT9G5oW5|>9ncwN34qKj+t z=ybT?{Pso+6S(Xx71;zYV>;pijmX-S1Wk~ePLOz-VCc3JNVz`TaX&P{{A_|Et_gy_ zFq*(QYtIO1f^WG5PE-?IczPR;OlSQ5fzSkN3kX!bnqcjUn&Hp{b)^K7zX^Vrzr!Zz zyz+|zOw{E{0>s?}CFYDjWHw-=t_3u~wub~n$|mU1*Ea>4AnFAHV>f}1d@Sa-Q?J5m z7|gS^1VBU+nAYt;QpmY}ub>GU)e$5~n}BtI`#%R;Kohuhilna`@l7y0^$a$_9wV!r z&;%x?1W=+Tm>KZ|hj!EwryGzG_st0=Z%XX#gemcRoxct=fs+-1k**1JZ)D3sdTI`Q z>nTW_S7jXO>6h9P({p9kI}@1o8BWA{?)04N$atoI?5`nxU|%MC5)j^fdDR*BrBT{@ z1#mg%`FNMWrTQj^%kUz`i!bjhOG3cq<$7X0w@aWm;dQC*f-c^Q zj@od+$?Cs2A#k~SOLP;w?}S5F+wEEcG=Y{eLE>owZ8gRln@y{}CO{LI^&u$Yn!u;FTuf~S$Ss)P*Vm-s z&jf$?5daZQ&@OT}l3oT?D?k(21Q8@jn}BtIAx+yTKoiVQBCz6{VAzE7*aYWqEbanL zurY-IO4I}a6Bu7}NU3Yw8&YC-Cc)%Q3Foeu5(n=lb%!R1IYD5gYXZBFiJFj}k2Tgj z6eLdh9gg(0?rV!4QF4+!@pYRkpSZ0Dt&0}Icw@d9(ecTYaalIyj%cGwJgx4kC1YLeM zYL52=fjjnh5x8ur7TE-vQC%@9Ps$zL3r(CW5UwbQrxL+fX{7sPGxeo6M zlukMQhKcH1Nr1SUAUIAFCu;25^7n90ko16nNZAB3VVVQ}$Jv?x)$sjsyd?V)%9br8 zg`_McOLnqlDTK%xp`=1cvL}=!TaijCNm7Z@CR!AcY>A4pRFbu<-;ewKq4(?DnYs7& z2b|~Qyv{xIdfu5kcLq%0_Kv{BP4MK{N$l^pEetopR}`~K0uV4kJJs_@D)j#y2qu_Z zMM%<`Kx~3PE-Ur`6AZ2sQgh@;Ho@P}R5U@lUZotEz_<|sN@aqD!OY`uPo0Xd11)j3 z6=CwWL>nD!i9fS?;oDtasuGNBCNQ?WH5}U0Hp*a*sBz+6akQt>uKl=8!`CO{o721g zBICK+({*YCgrq&+r~~Wbt}?i061?jY*ALg_Z5y3~kmc&B7!OgF@HZS;Tqdu^X?O<| z?uFyFdo&r(ouyzjlO=xLv@*yNaFalIvxMtmmYlBcUEqL=Qtjs>%98tEmj54c+)rrG z?uAX6)z-umOt4dfka$ecUFRZF9(1W20w&n5M<|j^aLAtdyPI39k%Pbl4#Nme$OIiG z-Nl&=b{#t$Ot5GILDk9xPbb!^1`}k=BuIV}>}g$%CdipS2cHeDzl?ymO)!mpx$&of zG5E&EptS@dqY18N^s@sKY~Dg(;wHHL(g*u{bV!;O$~dCosXrZ~~Od1Rm<2anmMFeT@G)dK*WW zye*N-w8Yx(Dtq9Z;BzX$$Yui9%Fs|~&o1gE_e6~oP|DGs9u~}3;DCl-Cqa7}t|jBS z+cSL{^B?1{!|sfS_AGWL5Z-kO7=Z2hDbp+r+Ot!;qs^!MJ100$A=sW_^_lO{b)IL} zf%crxn~-?gbJNFQ{J6gwm#={KeAAy$B(>-JH%xnWy!LJ*wCA{?1Siyv?DX8YG& zJOJ&PIfkHW)t-|Z?Ys}|d2tFs^0(*ffz0>lomDq8VMm>rML^u`sd<`tA#hfslPBSO zbm0O5k+D4|pH%w*?diUpz{J~gSI@K9dDq&lwStZ5WJ3S~?ddQ$3`x6N$i+c>x;YY( zwCyQ2!KU&SQ=vTm{mqC_37DLC0vbcZd$kJ~Qa}hIcq_ZVt zdAgB|=g#uHF7t$jwlll6fh@;&69{h>cLV&4<*x+{hXXG4;ni)TENR~aO`v?B4{o}d zj>Y(IEah@S;xWO5K;|#yBf4JA0~74|N+^;{;GEP6C#7l-J_bx+`J3Q`Oi*tl^FJ}O zvxD1$3GOS#)T~skOmNUD58s?_-;^NvO>lAFPy8PJHt$yg>?nB^0^&BoXItjkc|Vf& z-2fA$cOVcMO)$I3Omi?nTXg~xH^Cd*0POGdo6qqC?_6&J5HP{MJC~7Ew|$f@n7~wz zkfb$%*aWjS@B0EKxHXtyC7YnDYA%|fmvuoUn80ro0ZL_pDRRGX|EE;Gz_(=tPb5s< zmKbk{EiuzhXDyh(bq2x6W`czdDVETlR!1l77B!B`caHXq>drh!Bz}6}ec0<=gUNXA z_S~_Exu`vtHOPLyTPVjO}`A*2Pt|fu+X0acNpRxUE8@#sOc7E7bQI>6g1Whonxh`(H$`5wk z;GE#|T0-J6!J$JwNYUI}90n$^av~H-CdjYP{8>2X&$1a{0t;7y6EeZzsi`uji=MV1gWf z0+G=Kp>y)@f(cwh2~6As1u@JO@kGzF_-?EPkpv)M0z>O4G{N>;_ojgfUdIxWv?dUn z;McJ+9${?GVO_GD6A16RSTXDJDbEV;!Eb81WYE-qS5%(6Du`#fojw~6xrmf?&mqg~ zwPZYZmUr&Vzp>Q+>Kj6q>01eeH_N;c_!&R?p|u#!3A97|S&6bF?NkuDwjSf$7n{<1 zxW`m5!T4lC;xWPNS^h{lsch68OmHflP$ZdP{&_XT87e8=1{3_vCO9DzTpyT%sOr3V zJ;4OMpAb~7OwcDX>n4~W_ys}on;_?f9M0`+_dYtXqdpfC5Vr}YJZOsBa(K@yZ7@OO zasrXj1ShsdtAh!Kd?7G#6P%F0fc^chATtd%W~ZM7AYcOXzcEPC+@)bu><7DsRXwUZRnc~y95sd%KZPSyC=Wfri z-ORhO-k6@Ng!UXgkU)6X#bgw&%hx{7r$QFB%&B3bEGcdrS*Abn#zRgcVRbwlw+r8s z@!VN7_b|V*wsX=O4q3kZBoN*#qsL&DizOHF#S=Z;o;?+1aoI0u0^5!{*hYQFolpW3 zEcPZO9uuTY@v*L!w&VUJq zMiW%6OklFnFcVB*5l@i(Cb-pwF~O_vqjtlNa=lGJ+$L~-)(p4hjx^J2U;?kZ1R|pe zT5a972~2SI5rK)Dz`&Tfy8meMgTG*ceJ=<=zyzn=ax-Cg@v5fKr*@M|EBNOsf~U;Zxfx9VJAJ8- zkTFim_kB-`^3R&bQlkwbH z)-+|FMS8@$%o9xDvXDS{v-F;TSt5H*NreM$w@S)HQI=~*1WlkB$6OscbZ0>qFu{aA zgv4WlXVJ{nA@e|!YhZ$30|-Tu30i$(&I#;W4$cD;s1GAJArpMNdJ|2swqciaFu|X( z1XU{&H1TpT2NP6JAxM4`%o!Xf7B{+njazre;kW}~c!N_KUD~ngpg!U}yx@L)}aeTcv+B0aq36^-KnadQ|>qqp+c<%NL%V&P7t@Qep z59=~x1cC6bOP7hbE}vQ-90ge>uN>hm%5vl+M;2WlH_Rem?s*NeXzU>4xwF_LDk3CJ z?GL^s@xQBnTNAGXoNGt;ZU1a<5B)R1^g zU^Mo{If{xZ>6QfyTZoYIg$VbOc0rI6G{6P)k_2u{GLEa(wabQfeMQD|XK{JX-06|A zILZe;;~y0S!kgun31&$cwFht3%U|$FSCr+Fzn}@ezSYAva=O<=9!wBrO-MW@s5WF? z@M-xV&;(4Nww_QVnPC3T?l`I33t2{Bf{1MdCuD*}S~n2ownqW)!8dd#s9Kp|-hiw= zV1g@036kFgk?$37ZpS-1uYjXN)t7*{O;FjEd8VPM){W0#f(O9_BBKe`xSfs#6ZDHD zFmV$+>B?N)57a$|w=%R&AOHaqY@L~kCJ5=h>re zQ0DXrO_0}kNhz3MU@-woWrE9cjNLDqrJsV9u=q@vye)BQ8n(oSx?162g1nyuBby0S zEcQ-<_S9UTWGZT$kLNhr)7hT+)8O)T@*`od_d7zybGK&~Yvz8Nx~Dn~gLTO`M77~bzCUDL=I|EEm@{Yj7P0-Xj7W+Fn z;ocTFC#d&{00d01u`mNk54KKt4<^vBCM0Q1AU47KIl1`MHYEkenj=TD3AUwtLlb=M z)gT#6P`@z&N@arTDa>y_C*SN|04*^@nJ{@W z>*^z!qQ-f0k)u7sPdCQ)JUGGc5$tvOy<|Lhds?>YhLGmkoma!UD0vYG@47rO!*wxu z5wQlc^jb5&?(~1>1eupPvczgIFPU+?pkxABeD{*^+*!6MGPl(>vV43WvV1s7AiP;J zXJeM5k#^1CfZO5Y)mD_{OoX5bzNYD8hj%>D=^mKiS0EwrnBZzqZ5E(`& zl1y;lo_Um9J+(^w#n?8Q;Dk&tzQ=W(+0yCq#$W=|c!H{x2_6-w_=5?&ZxJNF2~JE> z#JLThRe(=_O3Wl6ZWC0GW9~uN*8lTjFu~r31R|pewk}=z8cdM)oWR6Q(B(=z_V;qD zH6^eySG*c@C>NVAlXq&0!q1Um(eTngs|zrPTyWD|^-_6tp*_-5XD zFv0v^1SpjWPP#Ey4w_F(#Gj@ClqLVaEdM{?IG@lkPHiBz(U=*>*MSKP2M`jE35jabSW$Qwge8CeYtI#t2Ms!;B#L zO>ks4V*=OLyYQc7{VWKG+XP*QF(zo(rA`=_z+)+a$Y_FrrZe7v3CdOxn79dk{!GID zHu;(C2pe;rJpl-qpo_`_Bt6~}6$0l3xlV*6tqH^?IJD^3K`?>o4uX|zf^`mZV~iU& zYS^g$y2X~OEbZ3q?&#P6O|Xvur7}VFHs*ih?XT>>x1FmWAxz$u$Y)w2&-|4Mn8555 z!N_KU23c(#p*;(ao{bYVPS6dG_PpgY8ryTw_t8_KJr`dg16GAGWJ(ubeoKSln-gX6N*7l{k4z#D$2!g6rdnUB5-VN>P zF^M4g+cWfH1DuYA;63+Fo~6>O3Dp&P8r=T`(G^}6)m z`pOux4C~QEZ^pkXDjv5uOwj%n^Y|f+EobnJD9Xdgc zk45+yD}46b4F_Da$K|Unx!Q|@+d_#ElBEsZt39}{G5^7VO@GXg!s|iLn6U=#1;tTCr9=*#> z)HplRIofks4zo>{DO&i$UJp$t}b=kqJ%gR}I(Q0>G zx`v3dRAq8x`FW7}+w|Iq;(Cx}nlBm8oh87sJ7)P->=g-F4ula1ZON1iH1ZRph5odW^ zE(A;vdzIjXOkiNlJfZ(%`%+6V!No*^s+9@WX*R=a>seU@$!`MxZVfSJK;_yQu%jM6 zA|P%P^n1jd6SPWSpA06r{gOarG=Y2GelIY=vo{1LZi0}9cd)-TTG(pA#_ax)00c~+ zobVh;XMMhP0~2iePDs+4Kx~5NgW|`-IYHE4f|YCnx1aUU1ZD%H&VUK#Hq@#)6s0o3 z9DU|3H$7fGw1<{>+>$VPTcVK_w#3kM%h_;6%rBb?N$WIZ-NGQ853Anzuo{l zs-qnNahqVse#Qg`O2h5I1Uokoh>RvUel{W>OmJi;fr*>IxZ^$S@7Y;XTw!Cn9UuS! z6Erp}K+?qBRwuv&f4vAvS`&y(aLLt9%3y-{GXyKy1b0?7L=!A3Z2byMa4>`br7}T_ z#>`!L-hI~MudMwd36r-aZd+qZT)(Zj4NQ<4M=-LPKz@7)zC~ntvsg<}<2-!A(VmM> zF+Txq9igKSdtJXb8PDCGa=u+qC%P-z&4%_=8%`j+>oRi{u8VQT;bJhsZ@noeL|M|F zb7U#C-HOw2T_@KRvLsI>X!KUowUM~+!;QWV>cudgs`!1x6ELd+2CQzzxTr(d@Ch%b&&cAFx`ypV0 zdP)Q*WP;xtFX7DGEN^cH6SQwfP_;6Ff1@E6zy#`Q1j%oLmunm0+&-9}#ea2d&?F#k z6O1Tjp6ilvYAwDIC8HmK$Y_G`E56~I(~ArUOxy%EOPSwBgARpvh6-YhzHn8n<-<7qI#%b@%EqAc+x zf+lG6eHgaUBXuWdFo9|;A@P{t&4q19(YG+%2qtKFlTaj?z@i27qJhcjcMpRJUStrQ zkO@5ELUCr*b{Q#P0^0`!RVx!%6divGCYbY#Ao)$u+MO{$$%aS0;poUHBp_}RR9MPm zYrN{Ka}&-9+};t0j3$^p?fXkOCwTsmz{E|k`Xci?@5UZ6*03>`RS|%I3CwrAK@)f+ z4!~#i1pOr>X-yzD!8W0Bjll$2^&Zq5Ig(AVc5X8?!TS%kW?+Ip%?MB`6HGkDeE0Qj zv+f#!vrq;xg~6MXJSFtVATXVx`5Cy08XJWbR%0dG0lbAT~(Mdg@k za9!BzT|SWU-0itwJky>Ro>p9fb$R=PKzP@syFIRpW4=8;zjOKGR(nNRj+b#{*>BF= zG^y+G%o?&(ZYATnv+R4%{N~X*Ao4S0x#dnEyjj{hVwRSVrtOCVu5i)MU{RK;azPX5 zwPMZ*rbPUm4kl=_o{)GMUea^@ISUnC70~0tV6RcztoL{1ZCb$t5R3A*xB$EK8GQpB-%s+LMc0|mDmKc#s zn7l1f#k9noo7IiM1RD7SBby2I-`V5$=#?-1Q$>yA{*j|SZ9Xs;F?|P|odbK_@D~}+ z-JV{-J@H$Q`A$1^SeMjh0X380U6&>susuur&i@SO1atOo{VU4i@`WSIl!e1_8l8-q zsz8?Xa5A1dOT!B0>QGXIZXRUOx&8Bi_WOD?r^|udAGZR*}wCf%U=aepnQNi zCkT6_69XpL^NEmnOfb=bIVZUEE$=Cq;B7UbNHW2Oddw?l>N*(df(e!=?5T+-WP5S<9bbf)1JlCT@a{Lz&-s+x(5yhK<=whX4dj(8TWpnxOi9n+afo zjDdtCtqH^?*gGWTHJG4$0>Mf)fk|>pG(m#l@7Z7iqiF;vl?m?0GruMd`K(<9EulS! zFnL?zGSdR&*G$ z^i?US8PA>N-DBp&;?FO2ygzJXHv-|!@^%Ym>0`0S3=X)M!{G-+Sw8#{HbJxD_zA_j z8>WH@PWTWKj|uY1T#z#4>yOT0g7JZbBFO~X+b||LW}&bZOmHZS;Dk&dZxezuJG9rZ z0!-i;Lr}Fcft_MROE5uMB0=(-;DKiooZDvCQ^#OOtxhK(ZWE-wWNvADXnIHmOptP) zKx8z5X5aa}zyvza2u$1ry>`9C{`Ney?=5W1Nks%8V1j9SpOAD>_1$AI!Nm83B&`X= zCg^zMa2%N6#212D} z^WnsyBWxc^_zi$u-Zf(# zO|W_I$-Th@`^yPdvI&fOw?PxEG-@{hOrY_N0HrcPJ4H>bn)il|#?TUX{}Lu|OSIaC zE%9@6?j$h5{sxn4T0%Ax1piun1=@3LgKK?6jgzvQqdikPFed0U;WXZZe?*Ur=WfsT z-IymdEK&J@|0nohL?FEDQpBvw#6!yVkma+Y$x>04n0*{siZ1oXkEeU9vMe}muXZQn zxwFKZwnWGh<6!)c@oQZI;mz{g6+h#?%2T?*0k?Ic`8rXS7yo7X{{hGOgodmpBe26q z*ad2V2}YR`5|0TsX>LJ^d%w3wzyy6P2t|?!j;v%}J{GDiXA36iwv6C}OmMJ4AkJ*w z=RdvRoM6;if~u7X+W9}ht3ygo1j%oLcjKGk+!l`xcY+<&%$0z+O>n5`Z-mU*qi_mL z(B6$eWHf^6QsrxCT~kr zFfGwk<@|Oqfm{l~$YuhKp6NNzo+HaQo)a}r=s}M5T=;-_{Lqe*1$Y-}oT5|Bc<%OW zmCw8dzFoQe7Fd^MEeM2nT^?=6_8irH8b1BF?Si$%qAVv43%2LH3L`xD3ST#w3+?%A z9U<|wXK2`Zq-<^2AOYHQ!Dd2{)Shx}nf4sw)$%^H=aKCMC)A#o%>!^|KC6PRL3_^G zM^LqD&xm1LUcvY1j)w`7zdaSrnD!jC^Jf^e=kk*T#ND3f?0#Ut0jj!=(4Je*5{QiL zdF_S4VQ9~~!2~AWo>ms`u=9@Wk7xqz*(96*1ln`XyI)AsD4l8n?P(oNNYb{a*aVk) zb$t)*sUJ_UlH1e$vnsY{Mpa+@U+%$F0+gyf2Zu6m1N@qt9Rw|LA)7GyTEZoB2e!oV z)k!U(J)1ox7}?r0FSS=Sw5QH8gA!5W`2N>8V*kb(-OmVxVDCK}-w2xMNXB!wr}r`D zRf`{|w`>6G(rFKY@U4qnHnT2y#TQ>gmO;0Vc9{L|D#Vdv99izRWU~1Ep1T~5+cBTW zc-0y_KS)weDP70b}`jb&uB>O7{ z;nR8434T;mA*B0<$8unT zZ4C%SMiaFCob(M$FhYsI#7&@ezKrSb10x2(#tdjf00JghGfWP*xK69ac3^^uoe4== z6NpVP-?+H~nBY?nf|YE7$>Ter2_{?F_`>(-)V>5Ll?i&C>x(UMZ`?y~Xo+8g2$Q!Z zF6_c3ERVm@0!%Q=h+t$h!FP+wo6w%K4(HDkHO`(>9PK%L3-g!S$~W!sIrv}Bk@4K^ zso%5oQKR^dMxJ-@g2?D9f+Y99f>*?!;-ty^6UD$L*mZ zWIT74pdF0Wf*NeS0-v$`Bm&{h62BWi<2&mgdcpyha`bz;D9a%~K@$YnGA1b3$QcXg z1QWvviN^$YQdeOeJzsKvF_<9a8lgxsL3jycg4jLZPr*6C?<9f~GC{{AU!2(m&zDQV z1fMeqs#Ye5Rll~)&))Q#?NRJnBZzd0+h-GYp*gt7*z3K%lkwc` z`Ph)Twrq46`l{m0D_$<;^th#&iCi6TA-O$nx#YUNpflXAdRF z;*~|lb7z_RQWYVa!$Vp_7Na}@;ms1U7eC_%&I%9VfIAsoZYau<87ydmR;#-9 zd%y&zG6;#s1c%qH#?RT&WYb|V!JqqtBFO}ffs6^(mIULSm)D;XoRA4B^UvVSx>$cL z02A015>%~BkX*NGJ21h?cLd3Af;bJv1kI;>o(nt5^CJOqo1jkFHw;)-r{fDaC)o6z zKx8z5N$?UmFu{XA1SW2RZ-YLg3HD`|Xu`()srZ52m^Sv7s}?MAu(PyZVY6mrqXzOV z<+|2Ac~=3q__}X8jlcxUp(OrWud0S$c8!qAHlu-PY^`sym zVH{ch<}rVOTwP~lH#lzB>>}g2v-o8*|Hjf&+&cxb3_L<0yjcSG;b;7F`pvO$z}+~o zGfb3a*JVKy*!qmdBKdgkUObrKqaPvhnBbVjN~Fw4Sh5dHa4m#TB$?pmN9HBIJ~w05 z!a0Fg1i=ZJKRv^o@c29Ca}mOFmV&iaruTOxYA@)Ds0R*MFb#lPVnov zB5rX7k3P%61fSj!lC&len_#Y*Nd%anP9?!gHi1Pqbu_^MyMUKqf|frBP%0CwjvR!w z>1m_k4lPkCzpLi(=52{l?zn_G{<&@7oWQmr!N_KUHTgX%p*@3Fl_rTACozJfJ#X0l z!G`b~mpTFVdiEAFp1VC`4l-BG-bBpn1MA|uk3e|W#g|!^NHt|c$YOjfq*|0EGMXdH zlSQSN#kNf;K8rN`5*g2(#XODqXW1+_{g04kL>z(eW;wYZKjUUv%g4Y0H@&Gt7xRDT zH%T#qCfM|FET(F8HSIT;U}k4R;xR$q3k#$?+k4y$OyH?OD3VN&aZ?v@D)X*>1rxm1 zAvhruw7TMhC`0#vOJIU$1_V_r6MSAhs1cZ;a0Ef}o1pj;b50PuDGk3T)tf*-+$K=E z{sjZpA0N>YOb~BEATpX@@P(8ZFhS8Q0uwjEvNYx{8I7midcwvuUO)f>Cb+t=K5p@6 z9|kuB6BH~ZBxy|`Ho;!%U1xv^GFB0+WD`uBuYo2Q*5&YEFu_Cz0+h-GT3-y%1Q(QE z8$e6^*-V&xE#cDT04`zq&&Y*ff@M1hMm7`t-1T!Vw5M9PpZcQ43A)bFo)>$oVWcGg zKyxs`xM5^GcY9i{XRfG(PRe(Lb#ad^ej|4#z z9Q0$(3F5tGt_BnA(VAF8;xWMxwH3HF9%jC;zy!;52}P0#j_5G2bN{*|vp<+%=3s&o zGJ)RtQ#i9z>ZhK93A&6Vs9Kr8_DyjNnBd+7g5)qz^!#~vx6&SIl1}U8&Q@Ww>h#rNoQ_$ zzO!rZ7s%4{BpJ`0<@{sD1Q+ioUWP2a&JhT27FSQqQr!2vA{=mj8XXkp{yQhQk}7Bd z<*+eWBylCH@#@fV9YW$U!J>7GkTOnnN;5El+h9VGWCGIw_MG5aBOfqFu|J{1j%m#t-&pEZmkln@Hv3$^9hLC1ov`3B1CQa zw8vnAkfj77qY3VtzYPEryj(?K;wBi`o4Mm>mcE%YY|IAs1R!97S)Uu>7T36yybMfm zVG|)qYXY$ep1%AHe=)vskYFX7z+9m>n&9#0>fUfp@ZO66r7}U=DCS`>x9;RvLQ4!e zLzsLm;qsJeiQNa}W5EO~0|`bp6Z{#VS{K^0L0GAVsBx;&Ioi|PzZkb^*gAtB(4MpJ zkn!B@+0~DEhSB0S`uK}+w>$#jTNk;_hj44<&XiYzEN48!7l^WyWpQL_ZSVoJT#+ve zhAi)*$$0K8u{O-pCQdXrZ4aNZN;-k?W^p`>SsL}Zgm;lnv-WTlW%+nl&;)ujn5#pp z0~NgCoWO4@A@P{tg5okBrD(RHHkXpp7=c$Yz3ivu}2Q_H@>td|K2v1@}4H^RV_FjC7(?d_3&++4f{ScYC&V zW^P3tbIrOhwC5dH0^wa3+atKO61}(KTi~Z&{GKby@-UYpi_;wDX4YSyRPf!uC$q?S z?kvT>n9F4qV?ydfmKB8r!kcB~QOx48zd>Z14!#RP+b^?*n z1odB5eFYP|+DBmGCfH`r-0|ZZ_Hh7gOa(6j5HP{bt<7+YkH51u9!yYhnvkS5f!G9p zhK{`tCQu6{Sji?(8>NFL_}*YhFqokCRRWaC1ctU_ur|#vT7H0**quU{ye;9yw1k^p zw*_E=4%q}Fn+baKoa+uI&>q@LW!}H55NS_2+Ovp0JvW$;JO+|A6CsLc{bb#sp^r13G{S zW^^GW9uv6f&BC=AXI?rFOi0!@%Mk|6m_;MSQjK{sckiLj$`j0uR_1S;B$3DoMexB({6o9H)yWDAZex&-7oug#e{8L9fhlSeqt_7Wkg8bGrzWwi*raU(`6^g&ghK#c(-BYWVEn6xi#b?RVCU=WfsA{h5Db9i4p$ z*QJ97f$*-&?Blq#Zs^`>1e>(Z)5N=?EI!48?HS-P9(yn1apreu&-ibI#M7QS<)%o9 zuJcPD+H+%_q?-9iYR{QJnfBcBW%q6P9^JDU!3nkJD7#}gv#E{hOo8@PQ6;EawP&Tx zxHIrQx_eK8#t3F_jZxW9m&M0D<;=-L55)a%=|IgZBJsPDs+Wr`QBtr!4b=_FTS{ zU?sPw$$|mcp85J~<5~igsy!brGRCU8)MMuX_>Psfg)sSA!ez<{T*3qSi75cOiy z4zMmcI|+nuUF4=S>(aCC$OVw4PxsG?^Z%U_9Dm1=#VmsPIjdxsW))-^JeQ2;&eH!h z^LCfzK^^ejzY$gh!kcB%N&JkneDcr)N~QgcL|LAd37Vkrq%k&Sz#ab#FoE13LgF#O z@4hpUvO6riH<(~py#Y1zkz|5v=LR6|r_+8#Fu|B+1Se#I(JPtn(RqDGvRw996ewb znBdJI0uwjEgM|%nV`@K`{R&Lb&xim7OmOXGD$L|HtQ$v2(wabQg8KEX_J9e- zn-HvI6O?QigeK^m*T)o0ux$9VZ4;SaS-Thv?*i*0 z7fK+!>oS&EmtV2FGa$>N@AjKTSzIbPve@2Y{`PXDa_nBnqT0ftW;}P6KR1|r@WUEi z!gGRAod|?Ci;*{e#;;#>$G0Q~FHeXNWjXvs&;;W~Ou*7L(A&QROt8R-ka$e+#FjCE z^&1r;@|(bBn=;OA^9$`j*iq)b1jKCu8}s)Faf{kL3{229h(KgC!5^a=yTAm>mk3PU z1Z@3Xq@Ye<3oPI8jkfb$%*aRJaUA_Y*_;{0GC7a+y zt^u0h>5u-|V1mC{1SpjW##}SO+I(E!1E0{)`w3z4wS-GUA6&veO@_<^6Wo1CFtVAz zeT(8=XwTa!Gvh>!^X0$B5j!Wid5L+XRLHgtny}Zcdy(qVTg8!OOy6gC$mu^?6$e@Roh0MAvou=Dyc4;qdqy>6 z2|7<8yjl96#?N?uwC7DY;EtOVcDMLA~+!v*z7)pJ8(#O|a9GJ9y`%eHp<@HbIuvFf@U^ z;(jkML7T4xD3uAu?={87D;t%e1TAs-7h&?Xgv%|aC6Y%jCU zxV7TPc_csAz%XETZF`8f>?Ft*>5&>=dObZ zH186MBonlrJP0S1lhAO56mq zDw+Ew8=O+<1RJxwF#!meV3NElZgHoDGi|{Hd94UZS`&y(aEyE#G{H+%f|YE7Q9F## z1UlN8HeiAc>I5j23GU|1LKA3hA5Z`-;iFBMd@bSP&$Pso_7<98f@6aSMm7`7_L;vL z+ViwgD>YH$gt~LIr=bh;Ai6Bq>v%lEp z8!Yjc3x4BUBIY=RoSkGjFtp`KR>Rw zU7dDMlx5Fxjx15{n76>s+|>Uqm>|1(dd+z5EIn13EW@;8>cD3_uLFVbW~m#9Spsq` zL%{?gAI?>XvRpeMXo8_3ldwo^s&YSp38pFr){uBipg)0m&ch17558am^QMF%$pnqN z>*J)}r}jGlCfKAxa6%?XO!YvNy^i->FhO`nf~u7XCf0Qx0VcShPLTX22v=ZCU=Tk@ z9d^{BJ_N*Vf{UG*a{_}q%hkXHa|RNKj3$_GQZE}!aDF&}iJM@b0dwzX<@O2burY5= zAOHaqIQw+ME$(=7{z5RpplO68tqH^?Xy|%B5KIt0hhQa}KqYAmn!wPkV;e9*!Xg5c z$^_?XophRLz~~jSQQ z`J>;;V1j^Tf)g^qJ!encfln$Lb^#N(W)M`ZOrX58q!*aL-~mDMo4~pkb9Ly`u;iVv zqfR^}AZ`RO(3EcCUdq2&7ef$XphcI5fd5v)R>Pf+>v% zP%0DnK3srRQ}=PxiO_gQS`sE-OSlXU!X^AM!?qGk@TDEW$Yz3=C6fn(2^v4>y;syY zul+gNb7UjtIruInrZKSBcl{;fx!dzo7;{CX+xTh2VO>r%?Nc)ezIBoN#H`ES_$Nh> zWxjh-qA1Ig^Bh?M?lZrBJI94AfGis4$awB7b=NV!7|(ROkN>@16+s}pS;~U(Gp^Ts zhyomN@hdvzh_YM>5;Q^b(aG494yIa`V1k9~2#Lo8={Fe@Y|lJ09Zc|J6QM{lL2)@_ zf)YKCW?+J5I|xq51TN_ZF<*AF`Ajgu?EM5)D-&FeF?$In*m#s6`Atw(#F*fwb3=S0 zY=jR1ahqUAH|FZl;gE#OV1nD{2t-B`3>p;s5=`*(B7upU;OI8y-p>qW3w)CEhG+s1 zFu{UeU2%)I+x!6kPtZ4>kfb$%*aS1rDn^3|Zlw~eWE0#_HAWNs+4}{b+E)KQ0ZL^8 z_gRb31WkKgs)EM*{gg2ITEeAW2rl70oinY#1UHHZMm7^Hb}M}c?b$TN`>&{RGB0qn z=a53?NARSo{pX-P#}|?D-0i7g#=PAnM6dZiHIoM4ItAxUcju?fD)&d~)EG+Iuul1-qrd=i?Vc=Vq4a8593 z4FO7Jf)##C&;+V3?K?tC)O93G-j?{rw1kntu>>$d;1+_B%>>JBH+VvO-gqUqUeq{| zS2)_!B>EBV^#LE=Tfts8l#{O+&)uF2Pc#3<8a--lAgs%x<^;mKF3&=7Ygt_yf+w!m zRFB1ovYfvv*q&kar(&we6DCceJ+JE$5>I>nE@j%Y{@q9gXwRvJgd(XuL;ExBIkR(a zZ)nfcqX3X0KhGK3v&xMCrE1Sv ziOaA({SNuZLrcs%OqhHv;gWL^m+*Vf5vI_d2B!!{w)V6>pnVV8vzJQ7{~IUhzs3>! zH;GeT@UxIa+Xh0x*>mv7%S(mhecfTRa_s#<= zMD6Jv%aLW{73O{$_jNN&AxozLWIT5kr=H9+FI@wIcS9DX5d^}UbjZA!P#1rxLxPf)co!GS%gDqw;f6N2P7fpbUZd-SJVm1@{g zx^oDK+XVF{7GXfmw7mXcf~%GUBBKfZEVVxbCV0Doz{E{3YE66Gn7jP6oM2-fUP}N1 zCYZll14)W{Km5T2r#BFiv?dUnpi-OVMPPzfE(9yt1pAvzLlZ>zEw%s?*trv+R3@0Y zcLkb2J1VybT4Ll;!sKfSm+(utgr>uL3;+|D`w)z5CeYUkdJgTmw&c8F%d3#2OB`(Lwcm zL|KmC7BoSC4r78<_GKnu0{t6=#A5>czf5&EXyWDqCUCk%D3VODtoLAC>J`?ilfVQ@ zSp+9!0{1qI3C25)zW^o(c}P&TGC|{gbKZgp<~%1zeiNKL(GFv_JlXU-936762#DJR zR*K9k+Zz2oRRJcL@t#0rG(nEX3q>%&^hyE~H^G*c%>9xBo;Oj2jd{C@00c}RKSL9@ zxNhr$#bAQczl0>M3B)F7=#X6rCiq*ge$A01*#ueJW}pcwFKf&L6SPtyK&eb%(qa|X z<^T?x%>;#6N9~|J7kat`iW;Ztzs3c1Gv(y>aKYCJ-4-kT**K@4;6tBQS9jT!`+78?&`?|8KA{+k7Sf0TYy~_Ck_> zpUg>Mf-gS^Nm>(#O|Zos&8J|3^L0kn966FrFe}p(O|ZX*LQgQkyT$}4l?f8m*I-M` zA5eZ1TH;76!sKfSmz7s=3DGwI>+aOmKBfG5*SW^YproqQ)t>%h8@?0nIVe z#W|sWVXtotBjdT-b5`rt2w88}65k%F6H6d`>mnD0M)Eq|_y+8C zyXRy)cYEeoGA0<`+-nuA%l)?m!nZDR0nECX&T-fcStd>2pDD@`_lzTpx>6j|DQ7>g zge=!=$awB7LvAy_d01t9!FOZr-Ao|7Sx!geXRN=&7k?+vnE2n4t4=LXl*GlMM_J=l#ak225aLLvTVS=#a;lV9DS~ zKfwf_))Q2%OtARu= zY=YZLpL&1^23{su$tIY&-W*Mk_+I@km_YS90ZL_p<6G^pHurRD-U=G8Dw#0(TEeBr zRb0aG$%=Mhg8O#}Mm7^DX?I!z?Kyox=O#=3U4;mL!O@;i;|(y~;|d-@3>hXV#_8lPx}wW$@*CqeWQ)ia4^2oNyECsea^5eaO=I z0U6Jo<&`IM=jDRIKF{GZ)-53r-Ykb=@H4h42*)Qm>-e@?Cd#twwV(+!y`=mwFhO-5!3mjQ<>$TlsWs8IY6&J- z`--4yWrFN2r`v!D(%us!zX=9+YmalQh#T|K7J~^YPeC z(ARk5S}=k0K!TCY1S3wSs6cy8IyYy#sBw;$aJ1(bC+4#F?bLC-VXt?OCgZu=vw?CG zTo)6A$@Z`=O;ZSjcU|0>b#c<3`2@1KG#wo)%HsZ>Bg=#D%!9T&CA7vY6E~3Y+*vvw zWUSUbvu+Y(X}F(2c(d%fj-T=56`2F!fLp%J_lYP=VyU1B3V$%?1m!Us^WdC7+ntbj zOyFCfgLSkesrNfLCrCL;D3VNYW+r2T3HGOpzyzs21Sezy8%M?jQ?B?f1QT=$B&b@M z;KIe&t6+kGVFbxJpUK5(>WT=-~=v}E3_PO#VOZzSWn+w;8*)1GJi74h9z z4c!QYcU@d!ace0zIJgY5Bt#|XF8z0Y^QDp_i?97VJmlOw#~DJFga>3ica}|M%rpJ> z9gJ!UpYf<70^!Z#6o*-K14p%m1MbbB9>$_9zdi|@z-b1i(un?g1WZtWBq8ybpwTKV zq+H)&JrzvQc@m*WGC@cgV}hO$U+|nj&WzxMOfY)h9-LXzNnBaB_!N_KU z!}iI^(4NN&9;_8L&fBjX?dciL{G8Qgu_ivDVQ=@Gn(^H2sh!F^>1^wu{w<+B`|1%0 z@4DFEz^&D(*y0#uIS}d)EXwk{nj=eWK_VVH_MuM%u;gkSQ#8}-6o8?A<7cf_zJY6EcCSA!CBTj82EZ1h-cZRIN;~=i7EKFu@mF zg5)=W*g3(Y&4JLTGhrq;5u=pVJ zF90>OzHeY-mUs|=fC&^H4!|w0)lhvknBea*LXy@5ViUBCzB&L*py)@il1-3zZ84f4 z!lk$)m_R#(0HrcP>8Z_Vg7nU1pP(g%T_H@qmT)=Av_$&ZIrt>!p|J!bn+bk*{gngl z`DSg?_oBwh{>{;zKYAr$L!5AU@etbcUH}=--Jb2*_r`Te2zvbu)+Hr^K={^0&ME=7 z){=qmzd@GQyHeDa{W~W}*;Y^dj@Xk^QZdW9_DV}3%NSoWo;yp!t<1A}ejl~Yhb;9Y z2!uDwqD0KHbW~0(9B`2yUOJ*I75`=V{{hGOgob7Hremt~xMnlJ1ZgJ;iN^%S`}-l~ zug094V1mwmgd)iVUwaNgob#=(d%*<9f(cH@1W_%St3zJK*KdOf)GiZLtxTYsyyXL! zU`h-@@|)n@(+(Ijr}Nf>u%o6W5D>QsR*rmzkim(?ZNUUVw+Tc>6Ij_D#`k;;zDr=@ zCb*%;{0rch!MGu?F#~f6K)?jU&kn*Z-qCUFMlgZzb3&5V1Y#51Y+H8$nBc{0f|YE7 z;IYfl1a-B)B!db5mJ*;;CfHrVJRoxGjJr0_5O z0~+(#WIT6!j=ay@Z!@aCku$8z!f*oN zTNk-`Nw~E(D>pg|oAmUiA%3DPp?d|}bLT|niptGQ&DGGJ>K=r|)1Eq>8n`xnZ|}B% z_S}D*P$aeIhI&I0xA11l8feeXz62-Ko{O`0ASy!Db0@T?RuDnesy*X3n)ieD9CwKz z`P*}D4%41<=C!*IJF5Ow0^)AZdznu#U`%Y=`Ouzo5(q@b_Ka&PpA6rl!*3Iqczf1+ zqJu47Y|IaL2|%DdA1yaP(#e$bxl9}$wY?I||FznkBThxUB@f?y@Lr`Ad< zY)}85mlUBrm%JrFsoL}ONf-RSm}YBX1TEoGNtnDXVU~3UbjCD$OSI8p&jX-#_nB2tA zIMD9OcR1iOHH}o3|2ror_7F6|iH)Y1O0CNGF__@R5JKWHK`)bTNa^yd<$Ewe_Gm(p zWP%Usj0x)5N11{Nk|z?Jpb6^i!kOvo{rn0hFquhEwKBn-;T=zc3AW57NPZJ^`NEhW zD0kyD*in9q2#DJRIx&n1;tO+?!36Ou2t-B`SZZB}1rr3>5}3FN>TYK4oWDCoWeRM} zqV)tIV1g1oL)_xaFPnLR30#~BNm>(#P4L2m`VnA)=$!;B*#r;Ytwa+HUfDepOi;0( z0Hrd)?22t@f(=C#5zrFDya(>zb-0e5V)nPd8ID`CTr!?J%LF6F1RaW^dPA0ZZwZ7q%jjG98OxbX!-vf3 zG;gw7l*RwJpa}|{W@4&_?N0mw6I@XzBpwqyxXhdr7~7}Fg9!@y5{e`fM0t1Jgm~VFd&?R7k$}t30D-+l(3atba_?i$TzX@I|cf`3}+0-BjcGQ8n z1jKEEsVx{2Tzx#(3QSKyUP4vT?RxG2;aKM4P(~DvD3QykR@+`RjMe< zM{kZSMRPA>7Ng*?#gIkAgpB9TvLceXI@IP{KP|{&yMRD=v*@SdXZ&`y)?WDP_1_DA zszg}|&Ip=7?+Rmr=!^H?f(b^%5fYCHHXZ7UYooFuq$8L>>lUF%GQo(4j0wCw2m68v zK4cP{kO^A6*^V>&UTU)*OkkZ$P_;5auQT5a!34eX36kFgy6YJe6u#+-&(l^bCLnGT zSog`rfKgM!>w^i#mJ^7KCYZL_@CBGa{u_abn?N_EFK)~R7QJ`E#x(px00JiPPacM( zA7z%QV1g{gk2PCdS`&y(aE^wnBNKPZOR*f2}~{!RIN;~Yx~PwFoAIdLGqiR!|6`AYG-;L#5baNULzoG6L@c7 z9vo8P^j-x_a3qmHWHiB}Bk4`S1h-NNOxy(OR{d~ehBqFd4;%B-T>=m=LE8gHNODMd z+y_h$kxNL@nm~Ml-4xWp1h1bHtYi~}++K?&XsqS42hIs*7ZadVCg>lu6B{pivxy^^ zK)IYS`C7syi)o2t9wiOI1kJt>jBF;@zcvYfWwpIGz**EdnL!-wIsMBFj5H{^!y{3v-dvTRX%Q8S)9i>=ELT#!|ozl|YF-~I%`o2APg%yP{sYXKZ^?q^5li?Tcp6E=aO z8K#oow>t$)P#8r>JSK42&;=-0($5}tlzct`ahpIci!njrwF|4j1S^UO zL`DVgS2G$TN%Oz=K!7q&#*`xRNx64P1}CSOaq zTwq$_mc^DWV1mJ&2u3y&)Y)0_2ijBl^7}8M#)%B)XwPfsMq#8jL!5TQUT>X5#&fsl z*K& z3DjD(91AAcw4K1jP4MRu^B=0LI!0$;W47N%00Jgh+-Wp!@$YxK_5%~>9wH=ZO&~VG zT_GR5zyxL|2v)KQs*N4d1h%DR6<`97vjixW36^!+gDvrT@m0J!}=>p;e;B@s8nW&!nf!zp*x4osIX~STs9aGoHIWeNXhj zb+LT#15FUsoFuIUg}C3=TN&Rl|}*Su$@3nqcQd=A1yWQGf@SAZ-I7 z@tEM}7v`K`@uOgUFoC%%p-3{p!yb$Yc05ho111=>pWuW{pxBVPI<($3tvi^YgBL;7 z$^^Zv)enOSD$fukzX`q{V@%L-{zpalZm}YSfVfRyvyU;siDZLkU;>3m0+G=KkuwiX z1rwaRL15x0_%UN3Zp>i0!NssK)zSz+zyvQ}jX{!CU`piwIy>{fn%4J?Cu4>jC8EI; zDN~4yQDg`?$j~uV=aY;ngi2^8noen;gv@0Kks(S-r4lJ6ounc|Q79?H_t@Vb+}E?$ z+CzW9^M0-CS@*i$t@d7Pg9+jv5t5`P5IVqY?Jpi+g4e|aE8YYLEgjGV*{#3K0u!XZ zBtVHw(08ggwuJJUdVE8}x>~~IZ3%0pC02G6HY+yDzd2akTQTk6Q&{kRrM8DU@-UJA^;I4 zFuyn*FW1^rHThtIh*Uz7)C58Y=#*eS5KQp%A;F3_L0P>Mnn0n+|2mjpLJ z_F_w@xy)CEmRMOqn0zhaV)zKR@Y&#;kzj)1)dVA*2|ma-hCzGw4v$_cXq>7vj`qA! zZ-|kyd`5)9teeD<_1x_lIhFbE(2<4u{b66eB@+nWzR1)w`?9U0j}~Nk7jrO3kfk(} zBa8g}?|9vosr1AD4i()a>$$TiD=^PSSQJjc-$ZsPAQ0XxHMw|>n>N_Fzy;T0ZQvVLN8xh|iAd zU<4-Umq+w(d5+rMG58&hFl5~mXg@4mcc_GNAQzTuF?tvs{Cx?lGM>5nm_p@=gHp>vm|%V+feD*n*<|KCCNj{F2%)W~@ki~V<4R=A7*k>GBI!0FFAF9j$ zw?P%Mq??oV+*#T>G4JZ>Ht+j<$WpeMKzOqhKEW)BI`si?!D&@m`v|gJ{x6FN6WA?Z zjHwz-JB$Srlzt>69uv%*r-GF2rWZ}X1WG>$MVtw?=rQ*M6+et_feDP|R{f4A(gX)x z@W|ZMm7>7}^OOjxSte-p@5mKkg6!S|$!~)APt4~8_3N$_!$kQECLnGTJU3+S3Hmg} z27?LOjUx~#O`u}BI}J=AJDtFUO|YVZc^<4bymJc}%;$d+fCv+~{4obd{8XM-0GQx| z86in(0-*!6I8(X;Opsprp<-l z>$%(0`YH1(iHqdh1;M^lbt4eIeUZs6z|o3q5t<1@8uI4o4?&jqWn$XX4BKU4*yD6) z&z(OBiKjiUW^_eLioWd*XiwL6QNNEzTzgso>Ith`T+nP0YoBo}F%XhxV)( zK_F7L=kbl2`1a$HaResZp0RtFXQFI_{?Bv&tdZkR(yMQ*LB18jLm$V0_{0uDFI5X(QN|oiPN$yDwSHzRW9Ka2~R}_DUHm$l_DUk)^a$4YT|;^{5?W@jpS< zb7!d!V?QUbafpX3)z=7wH_N@Jc#f-zT}#0Pn>+t&C&&{0R-_61qnN*=7nd5uf(fFv z35mx9r)Ds}_cts+sXv%NeH5XHGr`22%-_+0o3C8IYoG25drR~C^9KP-JXfVMT zV}fdy3BFsutp*d=EFegJ6Z9X*n4s(I^K~#$AD0slw+T#i850!y4hcgOSQChpCMeu# z^#}YN{lJdEgiY{dF!KzRqkY3<7)(1S0uW(>B~gFkh(Eg6OC3zm+MAFhHG$9pPX239 zZ!ke%Ai;_^fuET>n!u&@gaMeK&0zwR$OK>g0|ia_O#x{{6{53#RA`Nv+O=u&)uGCH+67d7QPML z1^aU5DS`0rOA@m$_g`G~gDfXq+5^K$e$r1j3u;#xp#}=gp?2!Ub1wXIq&dOIfW*6V%OMzHjsBzTaFh!MZ1e#AAX1 zYRva-0`87|4<;xmArx^Y805y7AgM#HGnin@Yl0JHg0M-Upx9<#Cuq;VJ?&})jq~~=M|*y7x{YI6TRRu;e@(*4dhYf-*@}77+4tQc_)9Sx zV+e$IU*ed38JhNP6l9sHqdCy#*Zoa#Jx3O~9n9M%c2*TTz;)Xgul0L9ca{z|%<}|t zBdun^IqsWEAiP=5|BL5%Om*W|xZqwq>c2>k<=|J5CeU(bOdxL@>@11Iv3F_`O z&47D?{I&$iZvwp-#sr-TEIPtO)yWeOw+XroVN5V6HA)>!VAhR5q%?u*-V^vH=QU~s zCTxOA`zbh>=km_f!eEAI5P%31IO~}r$vitw4NS0T5Ftrw0-*!!`S*bxV1n%<2v)oa zjwX4c3I4e{!~;xVHJ$(^GC`4T5Sn1Y$E0#-35_X)$=echN^lF?zm8f7CfIIFFw&Xe zfXn(np*@{lWY!28=V2p9dwTb7iIH~P?P~+Ge#f7z=Wfq_ZTcXj$FyAh-ukvf1j4&7 zry-j9T8+n`N5Ip()NGRYGeD9MnD#y)nq+)mMJkqG0TKYl{IjV!?zL$ zZSv@lu6BK>By%S8JpG`w!#bAQiN`h*Z3I4j`z8g$XT|q0Ly z!A#``U%&+ChZ3MfCKwR2A6w$7iM=eegpD3y^0kD^pijxj4F-B}-7f1D@OwRXmXpR~FiX<2kG&wv zZ5;yP%@Xng&vC(=$B}Tsz0^K7R*)rdk4O`|`-d?>+<|xbV1gtALgFz&ZXf2Jph3?e z5lnExm{7!-;C;)e-HR*T}w8YRegvr|ya%H%MBc{j}feG|45{z^vST<(~{z_us z0Qq>$%(0JaY){ONpItSJ;<`QUc-KmjGs8dOo-@ z9jvzJsK1{e%YHwOEQw!C@i1oXD9eTGw#`klo;%A91LnI!S7r_^ge*$w1j3tTZ#kah z-a#`@zy;S$=g3(>mP~(jxI%w0!Q<5g)hrV@|9s~SCg`z=Ao)#DpxXurD@C2!wB6WIQTxv);9uBA!_%H+g9$7$35mx9emnm_%B#*ZE`kZ>KOq!xCMaLP z+!IW*_qqor81{nTM48~^`5ky=0zBIK+`^5QU32L{`iv|;n?La8vOptntF~OLj z`3Ycx6$%6=$^_$snR^2L_q#K|1WGCd)hrWye%p8iOfXG@Ao)$O*0wiJl;%ATU6`oB zLkNi51hcp1AmmQ=y8~c?DqRAR(gZ$xmZ`u!LCJUm6E;Ei8RltP_f!7(V-p_@2|$Di zl6x=55f2Ew*a=LKIFpbhHG$9pHiblW2NUd`Pq5-m@ZEeLnxJ&!y_sNwxl0L9A`|4c zKZuRze%N~lv_$4g!sKmtIU(_wV7q|=p66Gc+IoWt;@=U9I1@~)W=t@C za=jjyK=Cudi88^kg-&>6iBrC;0TZ}45md8G5U^xeESMlwHud-B^PAv=31fm0hDoo% z1V7~nh}#4U>K|ahpx~eQ+rLI#2t-N~L`3)W024$g6PU0GGUhN((^~bA{Tl|;v=;%0 zFu~V1D{#bnKW--vCaCXENRpaB=m2AK*2#ehG=~zbcoPiu_CXUU&WxJ?Cg?kw03|ZP znZDszHRiRWZb3_wOe9R+mT+cT!cTe22QWcrBZ8661QXhg?g#CetGZBE&^SqFINGz) zvo}U^sqWnkX8pb%S{Xit;&gd}Nu3LT*50iCDNo<<4;E51Fw&-!9}PPHn3 z1MPXbCjm;-o*&0WVAU)>JZcrR#FxH=$=4DtX76wd=U3E!g!X))MKIE}XOU5Z2DIn? zZW>zzjT84@;|Tv=t~T>iw`!4P*)Z#hnq)n9d&bOVo@F(fUojl^<%lkU@a>DtU(CKd zd90xaS!54+#|W~VzQ~b9JMI{^UG1EVz>(Ydb#S>DHqG(lHC=2Ol|53GrnP`yiXqM4O!x+lJ(qK!iF$!KaSUH7Xn$z7ZM0>mKpEy98U_) z-V7I9hnxpyf-I*JM4DiJA!7pDKUd+qdPY7WxDz zkqJiJj>N{BmKAjqT4K=*!sKfS7sU^_g-0D1yMhUp&m|b?Ob}S(`wz6IYtFa71&!lz zi=#aw?lSL*teMcX8fLv!8ClQWo`)whzbt5Fo7n~S<>dzg;oBD(LuOz88h>{IWEs8e z@j*eBh9r(G^)l!2k}Eyfdn{y8*+tfKXK}D+zHc+_MXUj2c^X0>yjdpH;5lCW(GGu> zbitA@nSv~3cSV{YtBNs!kx$HbxF-l(OGrE>*lNgp$~sr=3qFlCU=yK;GlAS!=AK|u z-V8M`fwCjPi86u3TgC**S5Nl@6EwOIRI^MlyQBAHFhSLBg5)=Wj0|&6@W;unTVSF( z`V$bh3096{?g{)nZU*5!K`4PpX@dT$U6sKE-H#BMunFQy7T{pYrr4B&2_Bpx01+m* zBX5l)yLqR2!aae-c|wxZ1VRVc=gut)FoE$Ef)#IqDgFOJ6TDQMb{R|%cAEetGQkq1 zBWQyA=?xR1C63=COx~8LWm>{gQL`VIp#KAckB!&sH~? zZ(e42Ji_m-XH}E+-0j&xXAY1j4&7qib=r9+hjogDme%zjxX6>z<%A zog>TSJuzs4{P}Gc!gYJzm8|E^vT`2tiLq}#{Wp-M?Lh+J&7$)WvkdD0I0r7cw(Wc; z3bI6GiZp>|2j+8vd!O2rfeDtW5)zLIJUFHcICohYmJwxP}FHPRhJ?#jy z?)Q?c=Wfq$@eE{`?pkfwm$Xj=!n-fppK!E>D)t)kAAP`&Z5|jdB#}BDNh-)WcMKu-YgoQG0XAO3iz|6(-*G2D9DnZE7AnX`HTsU z#Vp3Bv69yk5|0UD4s=9I+K0E^1SW9WL@44+aBT@=f(?uBzXcO?bs{)XCb-;&F~N)3 zb4P&*2D%YcvrG`*|ClD2pxm1v`AuL{$lMe3bvHAGt3yAKfVfR?d^lr*C+GT>g9!#7 zBoHZ0@H6ek8!$n)C;}5U!6r@SX2D}Noa!q#S^S}6HN69LK760wQ>g&6eJR$L?*ad8HFZD=vLPUTH;$8Ve++vOEl9G ziWOtz!2}m_2u3;++;i@A5!%yg%Zm&_<0Ry9wC6*EDHv(Uj%D9q)(3fz_1x`w`nwiF zx~G-n_tq@}2!wB6WYp_$wE7&?)rKr9KKr)V{Og_|wvZ#s_v~nFyQNXbra>0%UVgvV zb7#3Xig`mrr@V*j;T%^FA`spz%JrBPV)(izyx#E2~Ly=ULTr+?Xa0+G@L z?FOzq0wx$Wg}{VO;G4Mw2Qw{v?K~JvU1I_eVFCr)bw~>Dvpxe%@a#`QlGFr32Uy+N z9LG?g6Y`Y zqf4MYADki(-hEN{f}^#qeYc~`d*Fu~{++P`EpD}`vBsGE10S+xG%K#H-Oea|J zCUAWoj3&_8_~ina;PzYsl*j}TeNJFYObj=ygO*S;BTT-Qa9PE)MCbYX+F$~2OM;Qk z1Y=)!#ZQbkt(|;L&^SI79PR0*ejH8Um^8s1W_^o4Solu@au1s!0R!U8Jv#$$IWAjWx_SVzWFAHba)f zW(2~UMWzw6^g6FH9xgZ^YwLFQzwU4Lz7c7Hk)Ie7B#i!N7MMWWj*xgvF!luVJVBn` z11m6rsuQ7zGl5kgV*;;r`^~`wwr&I`$^^ab9B=}=@46TOCfK@O3X;S=VampSL#mcp#}y-U_}x99y-=9`yoluoaPeer!vAiVq1$n49& zJ*ml%WvbG)Re~(9KX7EZF25R2&+;)ZheMXDI%GX}mO%~7H)7}X8L|ShyqQ8Eyjeas z;boFxd$$Tq5U|pDyCBQm8j&U_n6ea`^3CYQe}f4^Z3&6T1U-y9ASLbiBWp0hqpgG@ z&IF%tGbXS%xZVv+(72P}M42Eyp1CK8kJefMCh+khsAicUD&*^SFhRL5LGqiR{a3~W z!^|Q>V4~jcCm?PU#64t8@W#YL6--bYP9Rd6z-o8WJurdhF#;1d!T4*;dld@H`&vWnleb#5KwcpQKr@i+XAXo9v!`nuAD*yji^To>_4r)|u zwxgBZLj9qxwhNv6bRDOo+RE8>q0=JAIrfW|>RT^zwAFWUwzJo_E&uOMmP;M&oNXPi zKhFNu@o!pD^!1@C)kd$jEKh6SQnk6Ng8d>Vr@^Yq)imW=Dcss9H`t`6s)}k2Cu=Kv zD@Ug%o1#*?{H@*VbL|(+wz9W$a<*OkUqt!;3}dj2KiQ?%--rXt+$X81e*5NKK7NgA z?K`NpQ&o2^pOenk&eoPB%g~NxgCNH@CuazFLd2rr zC&B&y4rSKJ&jl)rhH()Fs`{#RU9IfxY^h%jPM zI<4p6pswt(cO3M0P;!S;j;d%+;c~jGc2#XayQ8BRQ0^6&$RjuW0>*Oq$?==eFk zs8*^iR27}dub%%F-mi%(ZsS4^jd)nAY#*+?Vh=8I{{KFAzYERY1R@T-o4ledq&bBs|PA;<@?3|qbznLtZ?Ht4hS8Z{- z*nxjT$J)ADsigaJpJT_3&%KI|4P5Xf8&;YU3f%gYY-RLL$#Y~ zLo&{O(cHOq3+F;&c`Z;E+$${X@i*~)`iwU!hxc=d;%&eaxA}la!6W+o4bj~3{-uh~ zK`x||Y6n$~#g4YN4vWjLJxl9FE(@LiTLi&yZr;p0tN%AC{o14w6%(uPet#Q^pe07v zuZ~-x_{PWk&_>SMbJgsoxGB;ZBZg0H6%6z7$%TuMdOrTB=#~M6Vp!*O5{l}=#=d_I z)!3~^_;~@v;25r&P0`!j7Ack$mZby5w|Fi>oI=hBw#LeHFOq z;bmBhSE$CLV~lm4p4M4-s) z!&S2>e7+q;3gvDO4S=HmP%c88;yF?@dRKB4C{iD+t)NgAQdpOj;C1m#EeCs4@++>I zO(7qcfE2OvTPFa;rUEWPoI(!Au_{e%5>U)iNUoqz5mM}$Qw@huaC1}$tVP}0Ts4~_ zyJZqa_@zG62a012xCn6y4W#%{!`~DrW^0yIP^bzi4jrJb?%K2U@x!x2Gp?FVap}%u zq}ZCf>kLq2>Twa`6fKaVY*T11P&Bmcwn1`r*A!A*bD%zQU&uKyAJ)QZ0awkY2;Fo6 zDQ139YzY*@UAPEw3In9jI2iW^D0b%CS5T-4DF*6(!Rq+04UYiD#UETXo5ITTHc~V@ zP+A=*e#kleHvn-8BOFKgWo`T%WvXzfBBYj(Vtc2LSgkwG?hsHI)#a+$6n7`QMv7Il zwlqMBW?Y0gg*lER;ZVzEuofe0zo?*47g8wLea7l9y}RWBMWi-Y&8D#0_X;U;x)e_b z3Jo1DLY!h2j$^^MQ@?@2uzRD8lIx2V4uCK++nY>IIQUm!*1VdWU0 zC^O+A#3>fzIC{M;i35sZpT<>CXb350=)J{ikEcoaT|;mQSIwq~Hl!%Nxa|A{6z=ll z{~Lffg(r?<;KFC~fg;FYV?{_EAw|FjYAvP|JC?#)==S5P*%X7WeZ{rN*LIl$6ifMRTCu9{7eV3&&&wg>XB0>!9aT!c7< zKaQi}51mgy;o0#|1w~yU#lvlnv08g`_za*3?8Q~HDgHdWf)vJGJIMou`yehtoFWLv z;VkzFJMFf#UYjIWcReA6!p?_S{cT^=I-qEh$yKu{#;(1D6m6o9lmbP+M_hzBMF@@~ zqxJBYuoiXOIaW|;2`Tn_P!zSEI}8De$R1oZo1$+2he#1*9K0a~oVRcS3f<{kHJjqD-yNjTaUS~!CS<9N}(+^&aS`GamvI~hUfbsZMd}&<3W`Py z3ZG=GPP88(4-^H-Ts50wQ^|UycxGjo1Z$ytjf)Vc$i#8DW;Kfiiur4b9CP(_M~hYzL#g~w4YLY#v7F6K~)V<7A(o13ltC0BP#Aw|fRXqCovF6s?35HIm|xBKWGx3846R zimPT*oQtEbiw3$|wg81gIu{{ML50jS=)D@&Vsq=A6%?(76gnf%Aw|z+H<|&(B7Lr! zP4RfxXq-mR9uAFxLfepw5T{VXkgkho;y3@pJZ@D`=m;qylcSKLF#m)vP}r{Hs@W9x z#`eYmxCMRm0Sb+6T!c7<28Oil-~S=3g^s1lR>^gtE2P-vO0C7uh>cf)V#R!}noY6( zkj4?|9c{JIPjzZ8d5P_z+Jw9HJvwK&;Sy9g*gYjD+Uinq@l zaRBiK1&e{ANSligr)Y>FbH7Zf4-^gbS5{Ey2`LtMQfsl|&7^3c*wBlsW>Z}B_QC<& zxH=fm7w?U@2yu!g7_w?>^kATvQ}0v-MOz`onDNx-s1;95&49wY8CT7w*l>Ry4&ZCq zWBki`Z#^zToT3GW=-$`s2NcasK2}h)6H*Khp{y5{Kd(PfjG4?;vng6U@x=kmKkc^( zcGNg)E<&6_2SbdHbkqb2Q>C^6lB>JDkRsXoB3>8kl{%dSic1azCWd$Q!H*6!&g$ z5#kgE7;@qK?tGvyZE?SXqLYv!Xw)%Wi>8gPgaU;@2dHlw7vKP1%-W&=6hl{W5#kia7&0@U zUp7#Tom*5v(N##%A^IS$g;}Z&o|2wAa@A~#go~OufW$%7!hmA#N-jd2Vg!a9FUTDa z6gz9^ZauK>$ywSU@eU6an)>!lP?T$0Dqj{9{`H3&A1403aZg%wNu0U zqkf;8TS3uXNTKun6jEp{up9^!cIjL-o8sjM>XZ5J6VV@mV%<$HLY%@Jry@xs4Xc8Y}LEwb+@*MTk?(LW-2fYumzFEc~&yf}*#O z;zkD5qh5Q5>jH(Eg5Q7DY>GztRI?trCJgUAXspgfh*Q`g#az3WMnGZqEvaH0eS{P* zW*@sU_9S5Mk;4!-U?j0^doPzpDX|dE}IIKmNxX22M0YZv=%TSz1 z$5JgDSc_UITs50QW3e_;yjxW`4c4O5buL1j!VN?2w(o*>d5t>!vVvlukfNPB^*8@J z{RiPaoR?#{YBt4U9qQ|goL_gA07bP6T!c8qN~DN-u8o!dOU=)0J}fm?01G zulD1kxoS4WoJ8tR4>#*9cn=gc&u|gq6x5emItS~x1BGKsp9+ehLW+7fD2iuF_kv+Z z)yw3n*%WH+slTxn_H!`=3ZF+@gg6Ct8-`VQb_r1AZ*s1n7$&4>?Ld8dP57r`U))N@Ljj6F||vcXS2Ca3RIQ1=L!sKjaVu6rRRh zHJc)=I(1|538zKcK+(vIix8*Sj1)0{yo`Zj?EJh6iV;GJUOo5YM1HDkd>AN}xN_BO zipEEq;Q(sw?qviNZmYNmaSDG7IeXDw6E3rXaL2O2rfdLA^<7u7hiJ#ifePHR#2D-DY^$!?rt0gwauMPbJ2AxUi0x@u3!~!e6%?a{6ip6Lr=-x@y*z=!UH-;@)ocpmRk}EU zLCrlD0!0%wE<&6l2tzE@dv6Ac&CP1;mRuKRLWE_?_db*%T?yJ0QiB zfW7$qMRFP!Ax;sDAqyP#=mEtb{pA%DV}ul$U#P45#)%+ppm6BLRkJB__2h5>X6e2A z!;XqK;v&Q;_F;&c+LIWd&`Lj9L18YW_~93XYte6VWBlg7W+qq7rucE1{si)EcOp<2 zJmez8DMFCKe#1O-pt$oWzk*_{kmCO9?MUJKB>Xq5g~DsDnoY6DSP2L4M{}PJP;~mp zMTk>`VaSe>x?h0eLL=QhlB;{1kYaq%R;2hgYgrjkyw>Ha*%WKuQGfU!64&k(P|Vin zBE%`ekzz%1?IS?(Tytgx#dslw^JD7UgZc$+w*$rTrd&0fV#d4}oQO-$<+FfdQX4Kp zoZ=u-sMfzJ2NXq%11l&d2q`Rj2jdWWn01>16#Lw{YBt5In$%j%IeZWQQrvAV7a>j& zi4zTh29Rg20&p@o2zD1T!=e_6Vc5v2G_!)F&80DaRe!f zWBaSXTGY6s8Z5akEQAz8<#yl@es`@S2NY|caMf&zfcn&jm?rtLt6)dne$7RQQ$!&} zP4%WDfxy42mB_d{c|otoZ>iA6qe*~ z1d83$PFGM&5mE$?r#h|0nfAMZV$fW!noW^2n)=TCMXS>TVJ*U!a1r7ZCy^qq>Fx_a zVb%R}1;tb$MSCCW>b^UEks?rJ4dANT6n#!nM|bUPrFuZIYd9AnP7#L`PhQ#JlWwmI z+V7QI-P42=_M!f`qaJCP-Uo{MKe%c(Mbt1#IUyE@h62USKU{=3#c8Cd)2|de?Sn_w z6%^Bj6dm_$L5dB91Koi_?KM};rkHhsvR}r*`2!arP7#k3;{(3-h8-1^ySIX3 zhLB>wF{;6wNLGFW6m>sy)oh9xrWbG`yl1zq0TdH|aS`Ga=a6DqW4}_M(0%uyf?}qS zB5B`x9K!uc-G>2%YcW^NrilJPePO*Xe+%9foF$+A-vGoZ5|F~vb#@b=P1hznQErcel^+}-$o`U;>(b>||)DbkR_BEM<)ZHvYS{B~|iiuCS2yu!Gq`0}DJH7?$cwXoIlB?TBNb$jS1FprZ zpd38w<$mR=*%ZlXl=U1lV({H83ro2Oaf-`G5qs496})5bWJrqw2}Kd(WnPN@3HY+0 zz?CWm-T%IpZDzLy(^b@t@#Soe(MweEC2`Ro%yWDG%@{Lj<0q9ar}+$VkP>_Yp8Wz# z9{?E|;yQ6j`5PzSGTy#)(BdqDSbf{N1VCa>^W|)i0AFncQU0-cHh`>3;xoiSmK(#{ z)p|X*w*!z55AL6qfaEYy+eQKOFwe#&7mon+~Olen?j2moW3)*2XDaZ zVK?6AQ)GK3sLr;y7-*C`+C_Gi^p{M=`;+40;&FoqukvjTT_tuPU(Rln^~ajx<$HB) z_w6tzOHKF;(K(ST!8uv+No@&$43CN0CILxfyzoXfEe=7R-#u~yKx(D)&j<{f_U~tkS50pMghp9i5o1P%GDLcc%?+#KnkQ@!-LBJWX)E-oDFh& zn$DYIJlD~pHY>ACw`;0z4rIImjG?oTs}<}2iJ2s-VGe=u$T|}CkMwj zdbJ)Lthw)ed&* za10&nZ{(p34mN(q=Sk(@7Uxf+gFR0aV4EKPmX8!|3N0*g`jSW54Fd;n`pl=u=HMR- zc44Dz*RtfXq`!nP-Z3H{LN!XAwyB$;t90nhm$MtCromzC_)4C-4$vrVd+`~fb0W7K z=S0uTrvN&B!J3f+oy$A^cE(E~+zgImdtCZOcP)Sn+RvA>L5}M5LXfAUHrWG6-=lnn zC`iag1hLyv5(pq?8;v;g+`coj!%OoLf?@T^XTwT4x z6cI6|@YYK>J~nvB=SZh6x3g;bpsr>w_y`%*wR&($bx_x~Qa($lu4bS7a5G+RpdSk> z=BuwkZARvgNhp@>#Gte1-kE^9>h$D;q*a$-c*+)uI-std1Nqdd)n$9~IjZaPI*-1f zu5lyyJgL-`xm|4l93N{>AKC<(LWi+@q-ayfK8Vw&_b1*J)b(fzpCX&OyiTw2gGQ;W zD6c2!FQtr^Q|N!CI{rb+)Q8YjMm6Tk*^TnY>`B-t{revEg*myW!)J)j$@8N)CvSC^ z`T~fnU!6@7kV3}W1l|Wx9Y5B_#~DEG?%~VXAPdh@-}J;}oY@Q@J`sF|D2V5I1aWlv zt^^?C^!j~~faEeB|IU)5Rz&&xr$7L?(33A`gQ!l|z!fQ6)-MS_Iu7GAL_u0yLy&HH z=i&k6qR)e=uI1{=W<0NJ)qw)Bls~!?KvtgS%h@1{Okd#TcK=)JD{cX;L~Jruz!v(eubN6#0UM8gVSnSH3tXZG2s)%9bDK-8xa@9 zH^zGs@+a^)(m8mV>Y^*);6F3?2pJvhzb@7m96Z^D&k{Pg>E~0p8QT|Y`NE3r-p1Eg za(ujHdu4=m3xz+tGraa&6TqoWs{#*u;U-ah=RzKAV`+-wLbu| z#&t%d1SF2}h-A;X6iEJ+@$LxX%a^l3ni{r6ko@Qc{Q+dw7Cu81BvWA+eBRu?quV>^ z77tf0QgbU`k^Ms}QJO?pZMA9w(%VEnh^;O!6-r&<;~P8ybq%}8XH=!GdluB! zf}t+OZ2(R05uYZDx`x^Leum>?axNeAPwHCUW^!v#SN~6ZqPV)+g;R+6JC$G}`!x#G^|TKkB(1sx!&BIDsspGiW(c2JwYr|V>Y%zt4P9{))TKFw&yz}B20^Z< zF7vH<7SI&xP2nR&o5D&}YzkAxcWDmldS}I_$fhp8;O4uaQCgl%Z6oO~k&I_%eIltw zIjP;mf*L+`<3=>G{^7Py*u5cq+|Z z^&~pDf!;VZ0O=#YkSk|{D9(9+Adh4ArU1z3T6~5mh*1*+ncMrFK7e?RJT_@rxw?EA zj}i4yqCOQx+*%xpAXE8rHb~-z)dDT-XbPj%`AE^G;M@kM&u+t8Q*dyx7M~)UgY6q7y@y6QearDINq_mtcslN? z3e_mz9^dW_T_t-TU(Rln(JkV!QQn>x(FNut>Ik19Iw#LN;G8UsJBNRLbn<=NdwF@s zFJL^*^r#)>;QDqGj{``@J$yME#MsOQK{jT1ngGb{gM5Z4$nkCnQoHl+ny@0xAD!JR z0eQ}N{$#WpwIW9b9=He~rY+8K$UO>T>T?R~yu&GmH=VCv`Q*ZK)5($I`KUqPV)8O(;a?S33(qU1O&6 zIZSo!oIt5-LfqgRpf1%pe1weZTIJbyDX43t7oR0m*Y1_ga5E}voXCU~Q;gv2D^XWb z{f-z^y>xsbs7pVZ50X}0g5h=4m>&h|`hJE_ty*0_7EM8QWxc9h3hJ7l!skh)uD7d> zV|R3494jjzAz^o)b;r;pCX&O=1!@Df3&ml_iZWZFLxOaBx%f` zI(|nFn@P|pH}2)j*^Tl{0j2XkdDX&UP81{g4AD6;AA)mY5ZHG)bbL4KCf*W|%eKPj zVA@zvAfuBv_;NPL@omuvq8WQM6F_cEbA7(C@zhkSy==K@udv@o{eq^%ZVCE!Cmm;GidbMpX`;Sa1v-JaoCKDxmFo z!>3i^V8H_MYwho87C?ZbbuAhGvwOrxg;B?& zlc6c-PU9m*n?k`1oW4#|Mt1@Sr_Sb6WOJ~3{o41TQTp_Fc3sk6!j}je<&_sySJ|TV zXCZWzW~2FXcB9<7UJVZ`7gX!uSGcpL@)@FY;y)Yb)s<%2(vm z%F5KWdA~f~!=cmZ*#}q~{Rw;!TU{fjQR*r=(_E-M-V z>WbOMN64tI)sF4LKwWIW=T*W_mZ?8^KiReOvh_bx(M3$2KQJTQweyrY83Cmkw28;Yt z>J#(SDavN>T8i9@L_M1&zvLydBo=8E1IzKtM2IL$rZ2M8U)M1cSXSRYJ#tmKz;gT; zEZOI%Q{=2^@Ad*qa0yY*W_j0*`g7{)#%&q{i@U-Zeh{K8@qWk>|EZlrpTEnix#Rsy zm7yjXffAPd_0=l1@zFYH5^Ba>>c(Yhq(D+nIyUEe;Qcb;c%~m!k8{)nQ&1B@iK^^AfTV=Ow>rYE969;j@MvJ87L% zEW5rC^=uZqFJZ`1Jb8a2u$=lugov{E`6J5^-=4jJMa%K%CJ9UYb_UChDHMyMR?9=c zQr(lNXR};->5nWKWs4kvMQZ~QBFeIOJF@Iul3oK?%r4CTC1HsQVz3N3O?_;-V{_db zSYq!G^=y{iLoOgos38m+x$rE!y&pSMbkgD|D z;2Sm5$zRe{fiB#Sh?7OnDi2zY06o9oN+kW0o@Wl4zZLY{JD7+R*K?s2MLFuxDEyjY zZ8#Amou0KD?C1}A{t-oF$f)Oxy*8e|v2w(6gl)5hI(P?=0!A2(7bCcNm7+d~HnBvs>qpQ`9pKdE0NR!Mv1?B|=2!#V8oJ*8F;V9D!x+!6~mKEZajE zET4j?%hoF=bPBL&ULfk(Ecw49Q3LM3nuh_)@k>OAC`;QAWO06ez7SY4x_S)tF4urx zID_R7{pIhwkG1XrOBZ9Jp3O4y0QK#!sZ+}sV97HlLPS|K!jUE7PvUfF9xW{Y?2)iU z9;{Spza6gOSCMniy;KCM_$@>dTWN!qQ%W;AUHu9u?aXc>q$;I7m8ZruWJb$OpesH= z#L1$xtWLu|gVN%U5lR1~v;~G=j)Bs4ogpH{m6p)(I?nv-L?e8ZX>1Y^B%RWZ#i%a@ zr9Hh&WXPzriyue42BrOaO@s-Rw%2Pd?#jzM7x#yCi>fXcOzleMTMUwB24Irv^sH=9 z+GSNDNm``|26*As2t82Rb4?<)YNfd!IEG5=^QpmOP?}*AB2X%&O?c4=mFB8?awxQj zdpbm>Xp1mEh*Q}A^OD}6H2+RSjBHBl-p~03w9fitXQxRPw)7CAbq;DtX(0WkM?N%} zgO)@+yLGmieFimf({{-~n3rNZB1CjvejdVkN!B|58CV{2Fr_l>Pys5 zT1yIm<=IA}p3Tz7V=J;`Je@NFSk?s*A)+kLk0MLx!6_=hGGWhRWJC?!n>HxJa z_d;e)fOTp6k*H_0934wNDD?j9&@Qkpt4fFvQI_Me$g=az=v~kVw};7>851>D;kqpyxV^h#1-QyiRKmDs9BZBMy>wbNvjXbq?)KX}~eC@mOdwIeUqE zcI)(eas@ST^4k8+FfU_{5h0@U5_AUVC1^;KVo;jh#tFA2EJ^1XEDH3aD%DcW9e_pY zAyLm}sbx?P*VxP}yF0K9eoKUivUr|HmJcQ28-V4`Pn$lg%QX;}$Y9Z`MXihVi{^U3 zvQ*QSuV=FiUw;h)iYqPo7xm53uk#L8pfsC)M38h!D=~Y}6qMF+7?B~P(vJC9 zHvpx1S`%SHrG-_eM6^aZUk}#py9W_aiPDC69l`zGE$%@#P@3jiB1u}M2?pprWX4fY zTFY%jY}HEJ7<&noHadOVHc;BGeMF#CN?Y8SdO7#=U2DCdMch0@WQw*3;}o32cJ`-R zfYNM^6EU(WE#j(ue`uX!jy*psX*ZFnjMi!Rlxm%wU!TZ>CbRV%QO|CjXM=;Vbq@dT z6AANTm`;R<&Wm{}&daQO4e*pUGvP|pHRT!zzQkZz*_>j@siEWqEaNkYdNxaV&8NsR zuivaBU{QZWgov{Ax`Zs9SDWF_Bt(u&^pUXmUt_SeYeBJu9x{IbEHSf)dN#|NRwc;N z?v>4RV7X&Ygov`VxP~kd$2QBs9-B63;X4V7?=1$)v)j~(^T~!ffxt3m5>d})@pbuv zEOX@lxC2WMDw;$tl6+1G;zsY=gNk5aqF?Dc1Lpli04h?7On`)Ypk1wB9ALL~i@p5MM~ z*AVnvV;2!AuIDseigH#=R4vf6aTpOKot{kWtTdF1u-ip4TQ5VM0Co z4nB;#^7(+JUtrxLa)^LR^t{CXG$zfu-E<=8**up>l2*@x0d_rh;|1v1?E?{8wVtPh z-$gyIIy~YC=sDs$5h#_Oi}nw~(@5NSd%Sye;2$DWv_-Vf#3}q}cBvug`Ff3>e2b7x z&o%C@y#}qbN$mbPl6Ld+HluY~e56{Zyw~`<&}7yo6ZP!YxuOnr+fG?ljyAN;E;oq~ z(RnGnjq{S~|0xw%(gR|zOIQl-GgxYUjKaU;Xd5=cpK^S9l&EL37uFJZuz)giBb0o>r=~Jzc1C&ub6AaG+W-hDc&7&9#71+Mc^h z4uI0!rw}1kDQ#65bp;GvH#-REF3l$5WKmjfTs|u8>H;F^pOn`6+{aQ-+7%ZfQe0`J zGbzg2+KUf?(t58Vf}~SglSuVVptRhzM23t?Tj_7621;AvPlO4T=Iuj$Z?`(LTT@s! z@1sOOB}%&&LLHYLya_S_rJ2MLNzy7!FuSs+IO==L=NYeU zx%>Zi(^9p$ssed$U{+_Ub$%LbUJIJc&2>aQyLBGSqh2F1vDNKIFfY@$5h0@U5=qU= zsddd-085Wkck8Sx*TChM3>McD6pQ)&!Y{zm=Q>f(W{J#pH$&fn0^10SDzMjo8c0P4~!KL7?_)(*M6Cy;E zW!8IS@tN-Q5gK96x!G;jm+!It1(oXg&n8OG2eW5s0af5jB1u9eIB_aBp!7Vh?|?g? zXXgSUq$)k<*QI7!)B5Wlpj-Nbh?7OnD}UPjf)nR^Wov$({z=azeLPD*&nN2=k>YyJ zTt(@*iPD~ppy!@Vi6H6pTsLz<1JLudHbjPudhU67z8&bfb!Q?>sOQKu>dzF<^~wrh z-ENr>0hQ?a@rj$bzg3FTTZ5i&jw6z!)w5uL9k2b?2R;9oO2k&J=LP;BQO_Ns7p?<6 zXIc}1Qt8=v+)UJSw+ZVyK)VaJCo)A_#DD^vLU-3jc;d8kCSqjM^N7up`#|e78eM;~ zq}_ynWVFsvIn-9q4nC<1O=kL3qMqG4BkQW*ybOQoeG%qm?>r(zbY4b$#Cb_d8T}eq ziZ+-eNmzouFj!p9Q!M&->(vC7R}n-#o5f}WbxI3bSu_b)uE!A}qAUhqkY(^;cYR$3#C}xE`2%yEDzri^=y_J%_C6Hw{L`92bMS01NcFRvNZgTEYBB& zP63vgb8Bsuuy~d*SY~&mMAl{5r%k}J$%Ck8v$VB5j4ZPf+-VgAhm#^~s z_~BHg=LJ2fF$LwcI|Fnb)rmM+^gLwk#eJaX3k`{+f70{O{pSvVo)dJ4NO3*SJW1^* zmCb*mLC>L`i6H6pobMX&4D{T-FOeamo}bnDr3rer8&8A@^_-Vh=lI;ITR_io+lWA^ z^z8q5K5D4F!QRQxB0BCRGDTa2GSwoY3?Ds(({si_B1SenU!UtV5L)M`mv@vlmTRD> zjL|wjPoq9>_rCbEA+*kWZSL~*?AAHxM<}+=hjUlghIz3cOoWKe%iA(+oweundIK!0 z+jLqYVR`FSUHDDFEp3Wrd9|fif#rRFqMprCw%{hR9R5=}1Xv7Ah!AlWx#93DC4*~g zL;_37({EW4mYmfLmZC69&tBb>k>z<2QO{;+++H5{>r>-sd}YL_KSYQqOHOrU34Yn^ z9yE`M=EvJ_D&J#&)>f}fX{%pSw;(OC)Wq*MLe>#UY^9myP)dvQ9$N}0PTd_uNL5OU zm_+RwlP&>x3zE}*B2E^iH8>h>2TD5|NhJM~(w4P2KMs_(?<5f^uC%u_Wk}gQCs3Nj zc_K(UrTIL)RRT)8pGIWJsI&=MVZA|VW1kRVLZ!7CM*Yd$e@m-0!2oOiu6YNPW>A}mty*cZrV98QF@+Py`-0NCX%m4`DQ$9X zH*66Fx;9bJ?z~zNnW8P?k36=B10BaN0i~sOAYx=w+JwZqp3pjN7aNV2w42OzjMn*; zzG-1<{W}q$fqs5OJ-cN!!F= zIoXYBPJR6*e*l*D+C)8@CF(S#w6{%n8^Rjv>JTBKENM!};_p2u8(3Pn_iw(rTm$i2 z87!;cP)b|5zt$&UnY@*#XR}-%sfFt@a=u>(u*}{|gov`lDHp`-d?f6mSQNG?QV5u2Qgov_4sUpixk2b5I5zgp#FiOJW zy|Yq1>vW^eJb-Y7(`643epY+_Pv*lsX^FucxQe4k%=x@m;h26%VxZUAJ1WBjot54fb z1wCi1BQj*v^ZJh+=7OGE?<2y5dhWjF1%8Nz%i?q1My&?6#HDm@R5@Wyr*GNxb@w1~Wy zM5btqs9qCW#B>dJchGbEdm=_QJ)i5fdJwcudqoUL|ObakR{DO=Q%Ww2-`$`|MGR&7+$H;#%fT{ zaqfOM`7Kag4JkwtuCyb6sIz{AP1g`OahhZiLDDI0oN~%OP}-EoM23t? zYn0vj9w@D25fLU-+KLS7&uUNR+;xU^E31=4?@H!t77~koqa0Vw+oudl({4;8Nvkx$ z0LRL$Ujj<|r9;G4t+Xp6>Y&oruDdk?ls2?85h#_?CL6B97LoL;Eq+-zq&JZ%+9K36 zu|;SHH;o0QSq~y&WK-I3>s=|(I;YMxFqX8N(*L&`!7WG!=TRECuzz<;XfkV@h$EQOH_mh?#!OYf!HvA~l1fT(A) zR6j@kcv?!6q4<8+W-o~lQI^H^aE&i49e@wLn5g*F+*+=I+$aW%+B1q}S+Zh1V997e z)U#QvRH+}K@obTC81lN%ySaD8h_XoSb+B^;Nql$@wk&&xfjU)%g~(dZaZ zJzGyCNvH%T&X}c?o|Q`N)j`kob`l{~={YKk`p9s^WEs9@Va|RcP8L1K#TuA_o>dML zN&lqh-`zrcfu38$5|QG1_N_)yj?q(C4tiddKmvxSyFYRG0-u|2d1w>CtkXp1PJTEr&zovlI7 zBlU?G+4Q_&(P$%3+S)aBKTF!p^*BcBynB^;P~`ibhuP3%K5i%K*{!qw*?c^u&91j_ zKg>(7{X~f9yo_puTWh7K5}r8I-25g6lq)SMp24EGo%%ZL!o&}af#v>2qMps7+o23u z4w|lc4=lTP5+R~2Mop0A`{%V0ur6($sh^dw#3e9Tk|$CuXJ>ohOA1Xs5cO=9AV)vk zuaRw3vVdjEPa;H=rF%1EdE9ImDy`40g09=j*TpBPQl+&{Pr%2L%IbyOfEDsDCX(1n z`&Nfi+7-8=OQ5tq@*nu&RHd|dizFP=mZ%1Jcjk39B2E^ic~6aP1WGH`B9i_|X}S#` zO$4P)Z$U(gD=kHlqU<-}!C6pR+jc~dbV|E;@4^dET3Ht&Lq?^o+?R$Ay^J*>!h}kT zI8Y6D<)ZDM@r8`pbBKUSl%}y})N2-&UyZ=W`L|3U zLPS}bw8AxBe0p{dU@ZOBa$Rkf)l4{{9?Rv z!lQR-f}TC1h>)uEy!H)s1!(NLh;P$LJ4M9FqGzSc84WYwDw1A>?&N8e4dd|!wf~3>4$KXq@pyz83i3}O_yr=2H061~Vedz$Y=I1R&>-5W_w)#ZVvSes7wH6Zf?ADpKhkA}P^Q!U#(15NR5h6M-KdE`y zwV=s7U1 z&pRNC>e%6(fTeTNT+N;3>vH!ogT*9^Vv%1u9RFTB_$E=$W^rgl-MMZ2M7=$%%bkZr zh$ze5PROERxe(7Oiji{+B`lkAD%JBTCyJ_h`!4%og+{B+<&z{-0zGTLS%kYyKI+qC z&~vYPL`YS7_I^NJ&B-e7@u8O`O^G;J^lY#*;U?($qaKm;PkL^*?PWITd3#qPQe4j^ zy(!8Qd-}wKo)h{JLDK2j)};6b=y}*sB11+!FS>eqCFuF%bRtZs=V7_j-5pBRdzyis zH!mXsDmguu1vkL`UFW@C9-N+Qdl5;}>RB+rrm9WNK+lHjiP)<3Tz_f@)bqVoIo6CFe(!5(LeFTxo^aDd0R**Lh9~ zz_Rw~vKfKpN;{s%V3{_a`a-z)ll50%u`DF&*(|-i_aV!)jFkq!vb}@|5oI~v4Oy1> z8{l2F-}4urm9V^eSEca4ciai!gvK+U{ahj2V` zZWu!ZNvE{-yMxt0X=|nu88Rx(bI+b|P+EX95hhexk}q|4M_U!;Ca`W@{fU4|l%^Ze z6!*7@O|K51w9k8pBx#i<7@*z_!;PS{S`kES)k-V6-368Q%XEk{D9t9C2$V``-D8em z>()Mh-xgZLnbSn3Xp4B&9j9<~v)#dyLBe!AHddWIKZwG%*(F3M2P6Tg!jOCahPm^zsEUn(%vCK9}`k1UhQ_Tm@9bK{5*Q5Mg>$l}rII^OJI<>1v< z!jkoWmWoEme9gkSZPb0LOFlgA11prgg-DW62~M2tk5OL;7j0Uw4)pwPHxW{mp1b%_ zdd`@#Lj~IWvj`$i7CqNov^)&-Jmxr&^iO(z`)$lX(6iEcB2rw>9qv$iHppB)4NjaM z=|qrpdj6#?R|I;laf`^1QO`Y8+v5+h&CVvmgnCxfrS5t;QTz#itfAX4BA^mI&pXx{ z_xJu`rO!dn8VcV0{+3qHf&spC)qMbZK3|K7ty<61%zL4pYdsD11U+|aNCZly=i6IP zV2kk9^7sMm&ZaeyDcT~ks1~6((&7#1*{l;0Bb%Oe(-ZJ-X+K;xZO+zTu=(}{XEi~g9sxGpdI`L+g@`tyhoQI_e0kVW~m1wJuXec!JO z5|+oSjSO6xh0+BGM~c1;JR z1r-xnLq?^k{AxS^PMo>=M3_)%q3P5)ajeCTpRjJ)6N!LIlxBX0`r}RP@Hg{7 zX@h4FNzy7!Fu-$l^IwC~X3rsFt5({MR|8OKlhz)@hhCx<6M<4GtvoOb-h>=ZcS)Q|!pmjdbnsrywZZg*}TBltRwbd;zC4Pe@ z)37yB&u*QDE2-1K?T-FqU|xLni4f6wF&~2S(&g;*d|=7>>e+8kxdzhKGgunYN^@#6 z>LRejsCe=9Y?hh6J5U3yb56_x7PERph$xHkP-Ll>yAB`Vad1rDD`AP>%wX9~KVLiL z!FqLI8GeMQXS4JvpkA|(Qstmi0lD zH0C@CG69y})fNfQk9;=?5V5SZgANfpgTR1h?7On zX3s3NSDcT|u zs21V>M|S|6IJagJF|z5o*Rh^{&^mXmI_x89Hz7M2t#h*t)nw)$+Win(r)?Th&u*Q8 z!6#5@R)cFMgVJi;Btk^zrG+WB&V$q1wg#4o^9FsCux#JWV3~4{YEA<(^&EjE+nuOq zv&=AVj%)no!h8I6lvQhq5K)$TX2_yBIQa;$TwGme%-(XP`R!w{9CV>rlwFnZcB=GC zL_M43cmnmTu*x6xp0F;y_lXcu7UeO>(sNV)htNFc_3w}(VF?SZRB3NIQM=8x_Hq1+ zdQV3piLJDjy(y&`_bu>*6X({IL`YRivmZ#!w4t$|5713nL&V9VG}ndg-@=JA&Ywv7 zC#CI}vb+%}ZO3jRQe0`rVkxDCC!bCRr5S}2LDDI0%m#Z~P}-qmM23t?OMIhb2uicd zAi{)7b5NqriGQ|TJO%3(^@<3nL}}`msXs*Z3Le@Kl=dQ@NRn1*f&u3YhjWUDZpfvN}M4(hkbB<2Oc6avn9(*qDPmPZJwJq8r!pyNnSO=cj3re%l zAYx=w+QJbDAE0$w)|h)o(r!xs-);mCy=*n3n#}4z=l7t24ULF;cI%wAk2=|ywfAiR zt@Dfy5h6M-rPRFWwK2gL`=wto>b|dB1BDR`7N6@B%MLkZd@cT~r$jxQrH^A@T;rh@ zZ?u3#H=hU*WhoqoYaG1ACI;3;_nmKugeCVdgJqI2#d7V_JQrA(`(;Euo2BXGANWzj zLu*|Eu+&yv%@0D9C3ga{7_PU+k4=I8E35A>UzhA-43<NfWy!WcmS!dcVxbW(zBR#E!V(x$sh$m&Q&bkeUGD?cRqcs02&~soe4=Q_ zY0z`PKq69H&z@%}J-;1Sh(E+;FoFn@PS0OoM4bmcH!~+PWYlwAjSW_y=dp8$Frl7< z4pKLAj_-EZ5O(EEZz7-)J;!BIf1o?&*77>&xzz?DNm@M%2H3dqvtZD3m+eGs)p{Op zGY<9qcDlAb=s9&S5h#_ON4>j_t-I~)U_5aeA0#qGTSVX_Y!Q>Af0uxs8y+WOWYhDj zcZ1u42A;1mTqS8Y*H187XM!%(WDfm#fIpX=8AQ~xTj#f2>PNCR)->M-8mJ#egow_| z^~pFdT|T6)0G0`9bzVqVl1?#LTJEBnll${7iqJ5X9uf6ymR$Q()WFd)XM85rE|&-q zWl5TfET-ERJO-AP=BSesNN;CC{cmPUka*D{1QEAtU>;3?xS>7bVgi1>rM%~CcT*YNItlRWF zBA^nbeafc(hF|AtfE*}omDcmsWK>%49xpji+JR~| z{B(8oi1mhQ3JU@s*Qtr@##T?h|WtSH7`3{9;kr^ z!i){{L(4S~oXlWxT2EAfy05t#h(ZfW%0E^mIA+8 z7SITnP2D*ntbC8XyIQH9Yb>Lv_AOkE_i*dD6G;*(!HH9EAf;!O8-s6wo;BAJAyw(w zW&m{s+@0+%4|EFtM4T*o-q^{#8R&W3E+Xll^gMh0{5x>s+!#hgitAbR5T)m&oocS2 zXYZp#kaT*!?d&!T^qd(-WXP!J^wd>9LC*?Th%lj^C*@K1t*giH#P318Ul0M6==t0W z>V5>hj>F!7o)^C-lBCtMV1OU5cgBZa)QgDNs`Z>?V~KiBXw#(*=()~sB2X$l4?FV+ z+g&xcGx(_YPNhKp+7@jQcDC3efa9-~FcIyu;%lzBFkgybF zGFbNOQ7m59JzPQ0w?c?|Hp}|}>N!rcW#_*Di~bQJM3lvT9kjJ0v-b1eT0?L_M2DL7V#VvbpoBHwTs_Er}3OmRa+W#o}Gea99_&`06nd zmb=*umfM;Xi<8+POJEs)lc;C2^qWcjPU?#9zwwt|hGr8XqAU~ak!48u&to94?!$jw zm9RYdKTAa;WIpt=rU6Ceeqq3Opt`x3NRm(q^!&6s_4nFtOMdPJJ!dT^LaNg9(Z19b zuv+Wkd!Re*OT@{dXREE+TA*jOEkx2k>G|@OM>jyvi9tl9xSmT7QhIjZ*nd9gd0`k4 zB%Pi=HysrOdOmxE$dFOb+GQqb;@z8fLiE~&muuj14x@Ey$50pa zv~x?FK$EF=oTz8F&P^$l2J&_6>%qMAN+3c+=Vin~Y@Pl_r+R`0tc@@DOIQ+~Gg#VA zr5a{4YYlvr{P*cZJ)1@COa`9P3SPFj2`rj+M2IL$zs1P%{lHmYU~!N?^HaidJeR?e zK9XXwGV%(6b&1d<>e(zcRH$c#Cs^6u0v4NQM2IMhfg`e5jrofAoxU3~%`BpPk3D-+ zsnS}QQ&c7kj^RyW2|I}-w$knfP$$mZN#ovt(&mQ{Ayp|YiB{S>^$Y8uHF_K-;$%_U zl(T+%ptRj5iKKs0+QtDdpMcVw5{O7~rOl*IoOZiT`he0Vq!U5XDXmvdNH{3X>jse_ zqtd?2)Vl#nGkZXU36)l?N8N*Osc<72*6q@FBA^nbT`L-o``iEG@YA3)?=m7uTBQjF z_&Z2F2$Z&1X*z$|RIRjQYwb~K<7%X+gVF}oCIY2WTJDEDRN72Wt*+1_@){7CqAkMG z38%2#%k5#HwBap?7}=C|&pZon4~cPq=O}46;cpqOv*%ArX%P==;g6SPtRw2#ty5vw zebm6nVh8*cj$Z*pi0HiNIODt=*mi6vXdw94tcMbopaKSq`%8-D>=(I7pn)zmt@wI2 z%Tk9-WciwM8K2c%Ri6kEWohV&ENStLw1K6wcAEhQ%QdjEkil{;l46OUQ zY!*|)E65V~`4;Lqb_Nk5%A)3mEd3TmbOe@SuUU~27SAFEOXHIi%k2K+o&byKR-&HG zvb-Vna|QdG{J?K}X6_|IL|NpPBg>X94sD7Vqxs`iNt(DSfQM5MT$eP})B?mejkdhSq61WBjocd05DLC;OA+w%KBMm=9~(yI%4 z&Q>GBgnE8`$pm+0PWOjVux^Guh=5A;TvR#*lTuX|hJv0C^dpj_)w5uLQ|I4{0X@Gn zCSt4Bb3YX))bktX8Tev9b8{k4Dm`mnDMUT*+T3CV=s9T$kty0DhEXlz+`{B2&~t;? zM2u{DHn|ij2d#6(k72D3m205r2cvav8$&f2dEfhOp>-xG4Cm|Ft@BgHAJo9Y9~)y~ zUi#N2LPY1KXa#PqmXkVZ0gG0zmYXCjZ+|gZ%!X1dZD!=w1s1CbL_M1&a3=NB-yhp5 z>;je}vxyK0I1CH*1(tysL_M43c^&Fm;SlYs zcYvi~77-%KlCug~%}wB2E^id4Kr)43w5Wo=Ey9rQPbYXf7x%W;zim zgVMZ4)tv%L>t#y>NvE`rg;`3Vv}y~93>lU7#M`3}C~c+}5hhgH+qu;91T)-{cEGx& z?j`~%QJS?Pb#H}z>E}(Lw1_YwNm``|2B_tq_Yjnpe1wRtT4~=lEkmVc`gH3AC(gE~ zh(M{7mJ{&uJC(2GQ-Xp7kCi7jHn&)Y7bH1kVDjBH99WszeIt#g{rp(T=b zlj)-%yalOKW2(t$wYZHBBpet()U#V>@vb+hH0$+F_?m?rQzArkUfxpk5}av(Kg3qs zX5L*1OWIlnOYKzZWYg8?>v3q9m)(eZHp?(agMjDd&CH4wjn!J>VXV(FHfk1XmYL_M3uXe#v!Jcq(2Jp-0UlZg;fmK<+nv3D$4 z2`rX7+J{J3qP8$t+E1ePShY7-5@B7oq!IOOmQP9vxX0#s-uVeE0XK;dQI`8Y$WkkN z<`ZayE-r`eNLa%BE7h}oA+ef9=D zH&>DjHT4`?df@};`A8iJQ`EDeF7s2Y5#6j$z^)AGl)>&w&M&=a7%t^(Ba{mYHspl7i$2~iA!#q%0at{)sOlcBUX>YY#wg6qy01~H;(p_mv3L@wlF~kzYT_HEYR7IE3Kfx-LNa+PV(%_oj9n%%Ye8v^=_E!yrF~Tw zKNG4mFLt`Gyl!Ow)s4cBUKVIFZx6jZuBY?Yj)fW<$RjOS)~*oo1=;3JZiu*Pq*NeC}X zQ3S5Br+0)eu!u)FSY@?q;Bh(!i{v81((1bfzm8%#i;U-H8RvTum1bLUbuzH{Eg>Pi zEcubhQX`EG2A0kF=81BayO|s;PVD=F_Bo~DT@9;pGM<}dnHlqFnB^GRG+@cCCLz2m zS-X+N%X32_6k)oV{ararR91(24t8YD(YBHu&am48oJo?LO5wz5Rm$jjy!pT$py#gh zNr*B%=dyZUe>f0dTR34UiBm_iOn$XMfOhN&*Q})bmT{<+v;J4Ylx-dSL}5paVTm zF=ZaHYp8c#40`T;nk1>JXN3!_omgoNdX6e3vC8#axNj%wIqj`xBj{OFMFLgQvwf2e z>UnkFvNEWMhqp*3UquLXqHr;GzP!~6dY1e}V${>~adC+&RA+(Itygxt1}bwnsfaQ4+3E^cC@4+<=TN^S8SVXZV59BO`CpcIZ zvcE1IGTGt+u-y2CjOS(Y3%ALabptR@SBtuQ5 zxtNxOgVH=gNtmM2BA+w2K8MUquYz@pK1c#OP+I(O<`KKXu%vQOnovxVR8^Y71v;kQ z84XI)mXKKGN)tSYM5XE3`Wb=Ju1QItN=ln<)D@MsRBxFXRK(mfB$KZq1RF$H5x)8k z(V#S|izG%prFq$noDJ0(6*+vBylyg1aa89g_RT@9sm)qYoyJLIJa=`5duU^I{%BJ# zgn6+`BO!eAq7l!`OTFWylfW`m&$&#_a;TVtrELfMKYU==Vm#l#k|p} zn`s<=@TKPqVzDjkfSg5G#=%l`idh$r^fwy7G9{Xf=Vs|6W&ZcP zY3GW5u*ZfbkPu#$@V&_55OZG_iqO~T(|tM1-SQ6g{7REqp_V6W@Ky4n%_K=qrEubW z)I?YfS&iiBuT33S>Xb`SL`SNJe*-Bl~|~VCVi60TM>;+MQkjU27sRJdy*LS^n5O;{wY-F z!FShsRkUkp1V48d~V^1(|$pf9?Z+C?j(eFUbgPT ztyRDFydUiHtKWz{so8==X&?p5Q&=q3ho;fOG!u=m1wLj7^c`_zN3}x za*dHLHp`s{YEM>{R&usk?qu({aGCuo4QqQx8;zCDw#zhZs{h@|a+Ra4vyG$ESUab_ zf78C6%or)v(8Rx@I!&#+bXV!d%j}(;hD$eV&{{&NaZzQ1;ifXuQqq!6)>g}`9G&*r zxFz-bTYJ#m{f(5|jK8%i(#q0OiyW;MST47BwEKTR|MOplK|t44lQ-)84QPI>o4J%~ z$lm}}X%%UiMa%5xTP?G6a<*~!e?;~F3=t>e3f2tx8xgigjVCB+{x^QP25Nnz zdrQkYSI>#2wX?M)$+Elr7Y^lpzu<{56tgKzj)uyVGw=Z~lLpKmxG)0ER1!1c+72@`PtTNfB@vZ+Tq<`tlcOuGEv-Q0EMIA7X|vkO&S9Aiv*;4tj*SG$xm(?(^#2AH zm)x2uwRaU0s3xr{-NM<%$(c9b3im3IZ%W)NH|@VM${oy0rLMX$F+HVwNH-J35M({( z1tQtN&vx$&|0XE*h_R5m?8PK#NcWX)B}$+&xhW#kUF9cLnt!A0=5#iby5`G7DM@#e zZsJsZ^!$I}M~!jD>LuW)Ips|F@49taKDD{{M6KeO+V>QyUc_^J?VZ zVZ3|2I8JK(Atq;lbbslNR@T-l?N%9lgbovoA8f1AnD+15^YaIbF!_8$5- zbdrsWm6S;Y6RIt(CEb<`{qNtGLEMPvYB)xBuMWS5|BYMoWqGuedMp#CC#@sho{U>& zzi5%|@?q9MPrhX*&rA;h?Q zh5<$L8K#;}aZ_FvBbtr3Z4MMYl9&i#3JD|F8XE$izXl2$gEKW0jrbJ1r*ZV8lD^|3 zP{@p6s_7J61Dhj-U0mcNppYHUL!5! zrkYOiRg$w7wufH~2MYabOoT9n8&cSu^STZcr+)VAEjlim@F^OX{=s(NW5I@tK+#=N z<^R=m3im3`T38>rX$BO(TQU*C6ro6=y5U#?Q251L){LVmpW>4PcSi-fH3o`Dmzioh z#j&5#xT8jRb;lj0eS?V*rbtE#x67M*0>!LvK{XVTe2VSkI6JC;OPLEm5hoG+|7to# zK_AYJN-$~_2W!zuiir@WC_;+o5pgy^(P_>7nsGGaQ&`Gz)}nbqaV}6Sb!V#S6dqgJ z;#$18dDsdlcI{vygefF&XW#Gb^BpK+Zpf&KjteP1#enXdpPd_D^y&r_kMA+nbPByI zoseQ~ANwGnXz-AU5T=kris`>JmjcCt!6R!Zr1=!39+g=AxOuoAP#hk^RMRPX-0O)H z^Dnn51&ZBMmVW-bj(Aq9vcg&!4lSZtfU22q?BjFx7O5(aD>UVt`y(6;Sk#VPOLm|hf_+HGR7&+#C3!q2~V5;d9Egx<{ignGkwg83lK_)_&!VM|j z*xHo=MfS*tH59G*6gQS~E(>gWIqVWp{G7y8(<#noZbu65J;PjqLeheX5T@`#iqi_3 zU4UYYR-3+}Kte*Ad*bSgC9>i4BDbg$UBEiFMI$LDxH~XI>lhsV@Q#`RrM}VIQL{Cgef9%97TSg9|1*$L}d*{ zJ3d9n6PLZy16e%i=pJ0!22xKCJDbjHq&F*h_0u)EvJ*%Nm|vYM<1 z6iXtQYC46icRa2|VXFI0pm-k3L6yI?i>wlDQ0E!v63~MO5@hN6WoX6_aV_(gHVrd>zO{W;U zF$gIl{kpXUijPH1gfIo?D#q#Q<^6#oFKlHEMRz{MkF!Zgp*MK(ZlG8k%T&`Tvd_C9 zMd9U}8bERKJQE>I(HKJ}D}G%L6mgwmYbccX6i5EVBZaiV&htR=N`p?hx6vb7$ zfa3K#CPJ8kbK%|9CGIz@MQVzYmgwkK=2N^Hbq*=w2e!fU?%sEpYC1($MLVQ8cGB}C zP#nx-B7`aAFyz{zcB()zhTjuap7^X4y?uF4@@4~2yD`;tiX=nMkLo7JLu_F!T(&b2!W5hf z@81>=#4DV3zS8|f$Av1N;@8LHIFWPB+SmcbtNlzhonq0*D;P1Q?cC=;F)5sh5T@vc zYjHGZ?p|1nL)}KyQ1s?gw7(I9LpYKD1(r24F}=%Yv3b z@x}2_4TUD3;_NJrFSZ|RyBc;>#s;REPH}9>A{@ZFg7$d-VvZ*hAxy#fF_!Prdl*oB zURO{ZO};e}DPqRe zP-ych^uKU+)P1Q^OQ7&cV5;d9@fz!K067-AFM#4v3KJnrVS*v4)?dwmLhF!c4TTP$ z;#LCZH|+qKT{D3~C7P+GQ%scLJoz}{?W>_car`tBAxtq2DK<8_avvyW=qJ}u=<+E# zX>iUj^xo>?HINO%m})x3c7M*@$rdBj@R^(&W0(kG3NxfAD0_v^4Yu1-Swo@6r)cTN z*-@$wr4GPatlh;_(<$UtImd-syT|WfE!H1kB7`ZXB1OxJZSP?%)?U@s6&>CE`4kF@ z5!j=eoM`R|6y5JK)pUwMPbc93uJ6!03l!OTOoTAS3=BCOm6-+JE?E!50i0j5Sq3OVGMNZr3JVNLn5&i!6uZ+RYbXZrDHLBHLW)Vp z8zlloNG4NFr`RZ^f&=&zrTPUZ#uP9S!W8o`Wa!awQ=quh`9%$d0iR-T*S$z_bdl+H zpm0)Ss_7IhCUJh5`yX#S2PoWinFwKu1xPVbSx+A*M!R&<6CD==`4lmU;Yjf{C+{{; zT;0S}(A$$r0GtQ3kxbOKAC^VCqYC46p z=N+5~l}1W0uQ%$FsqIDD_ zM)fU-1PYTdCPJ8k^E2ja!!IsC5w3TthJx}+n&FE8975Z>PQ8I5b{JDlrx>Y`hY^+s zJq`gy`B)}Gn1b_@vh%xd89?#S;9U*HaQ<4Tt8k8P_x4X?fnw=MrkYMM_hcqgjQ0q~ zD>+LhG7-WQTkyCTcY8-)pm=>+SzmN?8}ljtG~%p<>8?TRfg<%1Q%$F6G_)xWAou91 z)vy*W*O>@m3Qr8Vv?WXhD6Su!TSGB|Pcgui^9$tUsDLD(7#PP?(nhg{ULzxI+ z3SSJl5&d8vP|OZ?t)UphrecuohSIKG#r;Xn&@fP9di;1}O%rb?6NgTMjT0!W2Oma%Xzq zP@ot)ePIp7cs@nIX^tGlGus!` zP)y`gMCAJ5j*8vvq68H2N=!AKqN}7f4q#<-rx8FA-G_+~rr^J?Wp_t02usXxp zQD42a@!96tnIFhwMWWVctqE1U&NI)iW&N z77}mzZh*Bot)PVG7Oz((dl6$6zfw#sBv_YxSpjX7DK_!`2{0 zk0b5TdP`E6YC1))4J~mRSKf5m3lz<6GZDfRaTwClV&*-da7k7iB%+wfrx@91EmGVn zmB+V8#@=D7=@e43RTy#Z)$%()F)Wvf5T-bd6n_qw-vNr*Z>QE!%;Hmwm*=cS%Vr&K z!j8IJ&Q#MW)^FfYEPH$QFi=SRVIqVn;*p}Sc}KjjSGjIy4aICe#bF~yoJh%lK`Vix z$djq2Q+O^_!U0S_+7q7xvD?K&2veNHkdi}Yct>pYne-Y83qHl9H?~M|dGhYAK;d+W zsisqWnArpepcQ;j5!Rx`btXcXA^}4V=T7v19o6!D!@;8CVh*3;^A&5PaA~j;ujGWL zFx7O5WCzXzF?ZFszXXbXcbEuaiVH}gch2rCP;Av3R6{YBPcd@be56QGofQvjk!-|N z(`~7`xE|hv0uPC=e)SOkt|&6p2eY zKVphse?0>fIkTAvVTxp=FnsrOAW&>Ed0Rta#iy|L<4|~=IlhlW!Bo>JI+eD-0eBa_ z(*}x)*-V5mMJk5acfYFu6vNjm4-p;R^Z68S+M4593|BpePs@MxWUA>DK9$NifS7^( zbAZBb7ZV{&k%l3b8+`D-p5=zQH5Ar-ik)FokYeMc0DMCGz*eT3PI2Ke=Sv#;7wtoV zqRf|x5T>|}6b{C5=V2|L>d}FWS0}F4_j`~XZm{;ti3;401(y|uwbpL*qZLW@jg;a~DY&o4{ z>|rDPNSt?7l4AeA855^_mr2biW;29AD)9?=-s^k#0LZTiJ3fd&N+@4n$_h?I5MMtH zO#sPQ&z93cUfQ-skU2U#Rs%@FE;d6LWbFv}y4sTi@B9HIV)WoiTGhYL3n`z=IW&?3 z(q>@FQ2^1hVaw?te%_7Q|2#NO<&?664AX4^C&j&;P4o38O)*FY}jM_c}+V4DP zL>W&v=>Xc7Xf{pEcR*9TY;ah*nqP0jcN-_fvqAs#A<(`uNxtya%XOF8MBy)i#w91= zq#r%&xfmLhSvs3T{S;`v=|Y5)oo4@W(BC;vKOZ((%Hcj6QO|FI4o#aJuk|-;PkEN5 zR6z-w#s3(nNf>7{_Sn5(BCJ@t)LhPHq<#&wf#+k~)xREO4IlM)AdY&8N2Lno*r2+8 z4wN^%NAl%IjQ*yoDtz4|b)r3+TKo4vzi-%z-O%4oHq`iU-YJisp;E`Yvw3y|A&Ul;PbEz`mrhX`y{A#i<_>{D78if-xl?kEXwzj zvQMAF4PNnfmmYMLm9yD$dZQfMsw3|3O^UHoU``Zl*bKork*LHuc{%^p8UXpDJWah{ zb;nPmeDKC>aV&yFC-l?>kQ762$DPtK_2QnFMzi9 zQZrv!yLxLycM|8|yBFdSse^jIwt%$ToDC8o@f@sY&T(+3i9sL1!G2b3Mr{tZROI~h zlx^uT7|^yZWz*{8;5(-CvcSPBo!Ov&a`2`%i#D=}!Vd1bDgh@wrSDWNaB!Ec zY);)A9DQt&BsloeE;gc`4!%&NoCFU38pUSu9o(}(A2(x}sl^9av2R&yy_hd@pXfdj zgOcNtFM)%L^4XxeI+!=Soudlf!NK~^*woq`oUVES9Xx2y+K1p^xwmXyog8em`!qT@ z*w3yLG=;2BY@}dQ2%V49*Q@^?7jUptC7V(|2QR$5qZArtt6eMYMExa{@{JMikDQKg zSnmA=x=PbSY&pGAzMnk<8)eulw?8l^YEf*4;G9UT#W@+?^1)aDF>`94DFO+gd=%nw z00*Qp^w%W-85_%%(?RUEu11gn#=R>5q}L@jLl7j?8$k;9Sf2rq=O_DU>r{7qFUni| z+1EKBJKj6&Ly(tjIUU4#-cSU&3}VaRa2rF>DZBT|sL(>gu~azyZ`{p1@|*rmiNh&f$o*#3d*InpFy$CPrNw zwsKA%KQ>>}9@N$SHXHO$>RQ=*V;-o>GMh~lR#&TX4&u{{)A+nq>&I+P-PGlN2Zhv-s-z_|6MAf#OWt7PdYP?w$xn_9cNRQkV1by+okH4xP0q{-&hNnH-I(nH|%ah-oiCNu@( z0c@mTQ*emJ=`%f&z8BQ>c_^DwKXsjS%QJ>XxxSBctf;^IqCM!#R2XX@n-sNrDlZAvh;R$8k>fb!;OIAoKjX%IQ{j{Ew8c32a@>0XcH9 z6JGfYyTz8%L6*w*z>e?tq5l^Ed6ms(2!gm>M36$QZ+ieFR?@*q1oD#d`uCDN4#>fy zJq%z)JdD|LI!M=&?g;Xx>-Q=Exju=_5CrLV8$mj^I_V7{op%k(5rO1W-q%%15qNY;tOL2il%v*rQ&0)m!WR z0C5g3o6kYY`J>PbkiOhxgG5NY(?{vY4v2K&sha{gST~2wsLjF3dMDArX&DKsfM)cR zO%vnb4s$pTKJz744jkO`4IA`N4qnlHjD4zrln_bGfoXE!V~_qA#A;v)5p=D zZeUPCTa9PnU^f#ssICs?4bM1S`4%|1?G!e(b_Y*xA%|B5M^$8Q0|$p$uz7WIaMt<3 z=o_zlecnJ*a9hYm3O0qsFL3$_zsd{)2M=A&rqs{D?#YoJ&?sYjJew@)FBy~5X!jQ8(-=EkZlKgE`3>&SnVC$-K8XC*>D29|6d!O*7AkK$0nM z+)fzDQJ2Qvf~x@H6VH~@L3;O6K#;9!cD(?k$7MD{5JaL9LEe1yI1L~nr}f+SukQHq zlvgCplsSDq^ukJ9k%zb0ayrP2-jWD1aP^}(0P-uJ%@731YCH;lZ(0l*mjNKN-y5zK zfkaZ?X$zml0g+nTwhyex=mvwBayp3JoeDhMwpGZM1IRuZHbW33v^jzdYw=(fh$`=! zUz7;MceFSMr)@foI;eO#*#eNl+xs&?A|#%JH%W2MgKuAI6ao&GRAw`3bMSLR&bB{x zyvHU$3)W!M#5kCD8@0)!8R_6)?E!4iKRNi``wwHm!H5p0D|nywqm z=1?8XyN#;eU3WP+xa~AHqMi=E>ux3u4*t4~&Eh-w^oQrz9%lTWX9z21v5T!2<6vpk z?-;cEY~x4Z;EW(PsICs?4ewId?-Af&*)TS>b_ef|=#38Ec5(JfaBxKon^z|X`_5U8 zO~HJRRa0mRv(K`Tf=$6l7Mp@glm3d};PIE(l=?Z??AEh!&?sLhdVCZ0mjjfS9F4Ye zj^XT|N&}&*#GA9_^hS9y_Yuy?x^(&3Fej?>*$lxsagfJ38GJ)h7C`#@J)fmttu9~6 zTWMM`oQ}Wxx^*sqNM^F-bP)GJYN)OiUK4%*$oPkBh9HPhCj{{_b65=^xsel6MIc)! zuMs6Q;@sFiY049p{EiU#7=rf>t zMGj08r!KV%9Hh5XBo+da%TzXquC7uuj=EeQcU1>s`v;t)MQIV{8^hT|XpoGhTf1x)@e0F@>!cqb^llPM^8& zspkRe+JBP`s+Ll%?qJXb~|l9Skzy>Q{Iki--)xqn~!UA z7rKh?CAOU2C}-M##yM#`)*}KM<+~efhTxnO^}#uDJJxOvfNbfLA0h%NrM%8Gc`Bzp zCXShfr;is**>XC_#BrMuWb*@``vCH12Ad%W5~qV8W)3HP0i;ddFA0O{j$cH1|3uA$ zbBZG4YO)1ZWZPS|oDO1^!+CIKRPRP*08;pc%@71}GenT(Rs~)Faw@g2tq3HW^1{Gw zPtJ-|J(3Lpko0?OIUVF>;Y(bRv0rEI01(H=Y=$6+nK6Qla`l)5ZLdUo_6ZTl8EbJ4 zzTuFLr;ly!cyfeKBZ8O3prT z@XeQOP+c9&8(vsMn`_|UMjzPJ+8tcga}GLK>sfv|IQV)cn^z|Xf1ewTP2uAKYrNC8 zps@vWI14s~j8Qm!`-|5{gM%luU{mVnU{(DQi=k1Pw2yc$>M!Xw{P$qS{^XoK23z>= zhpy68oh_#~N>8H(c(USs-03Vd%H4WwhTxoZ8;f%i6I^*2Kyr5bm<+5|SCTCsWWY8K z$fc>>#sEmkVYZwO5;`~!7kALv1iXYBc!JFk1o=1_L42O$v_a>H~v#Ksyn} zrq##6;m<1XfP?p+V1xe2!GlgKuK)-8B(RCX4z>tSMZ_uoT~y#axKApZQ#S`Ub4$4n z4!(Drji{%CI}F><0vv3f%VzN%-0_z#ZpLXx)bXOs)z56b7zf{V9)Ur&8>b%!2dDmI zgX-#F-tc-mwD$rBCrce-j+NRSJjiGjI{0_zyFuXK!>!r8IypFDa2hs+i&Yb*LR0A6 ziH#I&3NJZL!LEnyD{!!6Pd24~4n8^P&R1xZ`-`vc5cQX!mHb9I`xZxCe{RbCg03>N ziY=!%N*M=toD<1a$FIYjtZ0(P3_);C<}KlDsat`D0CHn<(Pt5e_ZmJ(|5DBgz3<`7 zh5$0!pDm|@tn_$-Aa~NXv+;dB{%fuup(=aUCjtIKTzALRW)&Wfaa zUuz5?dsNwSI><1`=J>0qk#539SP^|)HbW3ZVl9Gv_#R*n{r$p(HK#-%>8|3`wWZY= z?4oJ2Qq=%y;|ey2t}c_=9Cdy9)5Hzbb!IJ_QJcDsE#>^s3Fw$N9?+U@VbkiPu5w4W zOi9-PGk5CpR0^Wqh2CsHeKr z(rzh(x*Sv4EWWyKt>^qiH!vIh16C~ZC0j2>U90>pa90Pl%IO8_8eYl<)m2@*;eGF$ zu>{mr{*_IwgSx!EP+fDImt}yuUi@bB>ZGoqJ%!la?s;9;fu?XzaxHT>3pRyrt~hg|RUQ-f!KWM&9f^8+s|>gj zj`$C={x zZcG4{?X!q_I!nV=oM(y+Q(Z3r%i)DYh#*VW7GzoT;4HrDHCIFDfQY5gi^4J_nX@jg z*Dm9S2zM+e>gg;+35RiA7Wf|<2rMCMh!8=R1TSQ{zEQ0J*5&>A*1tq7S>6&XDRo zR^-z_oRDu{<6J$JZF?jScAH`C6fM0%4ajJ@rmJkB}AmKmGz!n#GgVf3zE0N zPoYK_0S{&#F+WR8D~rypu0zJ^xvUexLUPe>SuoPtKD%h9TTSf$kQQDNno|tq;p~Fm2TA&k=R9B_(2Dr^a z`Zp-ebUhJUyVAT(kD$_SSjMylr7ia$0_&!<0?xDipPY_lL5r~6Nn{GPh}ZjZ3RMRz zRtBX_-%G^QPif|Qa(kh5?!P(svZ&pJ9-y?&=0=>>d23EiYiOPJ*+f0Pb?OGBW9xid zHgy!t%Z|rHh~T^!9l&|Xozwj@u-q)}sbo~Gfq+m7ON)*imU9QsPXrdDN}`_5(pI?< zDlKb?51u`jHBw;*A;_W{iY(4cCjJ1HA$xXvh*-SBDJ-MIIcLvP!|f!2<#ilUPiN6= z_zc%YDdor%SeFY)M2H}ZTsX4a&oj>g7H{`9??o&>k5O2r?Bu+;C*8C_8d&-T5%qMI zb#FM=dK{;9eFiK~!-x<;mhZ=qCBNhD8PEtlN-gwK+Mq*%=Ea%Wpjbfzb6qVM$f#5h_V$&Mu47W zwTPsD(z9O9I}gxv_d!IYu$~(k#^4#}mDKmsK+nTWh@iUZIdyf+UeI&mWFn)UdNyC* z#~$>&b{P@I*YotvTX9!<4UJHMb&K3i1c=e|%+>yw^hiSC2k1F$H<46VJ@W?meWcNN z(DSemBDQutd+NlZo?rPLeFAzmi6jE+r00(>+hFV7JMYgMXb~Z&iA=#3ksgIpsP(ji z9_abT1tO+?dj2rw3|_1&TBNd6)NVc=r?k$rlbi#(NPT4@w9YFBiF$hLJX4v08b}HF z(H!PQGm;1qoR^~GI4{A06IDP1#aG|muW6mJ6qY+KoWr*5!->~`WmDr)ww}&X_5C5T zOdi`M09c%4i4Z}S^jKucm^Qcru$;JZS$}x72J+8PSOz{hhAn7r6Mei;@0>~0(^($f zeuXSE_Z}_=mW72xh#*Vc8Dw!ON`3^*W6tx=S41qg&x=)BKjTeEC9~+960A_;L0#A+ zy3)FOaX!9ydR?y^P};MRL`ZE)dmQD7W72);_73Oj`p9H+{@2BodCAtHs9c7NqYr2O)ExI8GWivtlvRhs=-W8|A{Qql*M7P6YisHf6m z_9x5%rCInBVSJ@cy2=sJ>!**3VcpbE69HnBHve1*?(g+!A+11ZO)n5hbyXT~fa^9E z`hwD?r4q5VD{a5T6;xV^YQLtSG~-)DV4akfF_!ZMm;LfpInW|}?h%=SEn@F^oWf+A zZF4|rd-92x`YFwMT-R`DooVa0)-;KX|JqG=>8{d^m)Scx4VP}#ptXcj4a_0|BE1>LWDiCE&VP*~13 zUxF-MB{p0KmZ|-TdOFJ{4@+DZ6RV3$f#t|>B1Dj7@fBn#aDH(eSQaMV`XFM7yh>qN zXFDBPsz#kV1uPC(L_M7)GG7N-dYqV@2`tl|5FvsrW>=AA@0#76p%Gpv7(RML^&Y!( zO{|`WJGDZp)$*2WfGW0$F`Fc!;+=6mn9cdDf4{4_y+F_J<%p2l^t?K^Cywd-s{>LL~i@o;R-gb_?|Etw}@*>-p5M)<_xS-*pb?+0K9n zqUt%Lbt~lStyL)ndQLYcGU}=4;!ZjHLC@N=h%mmM|1{=EwQ%#{P*}HtE<}JBJ$qI} zP5uXu4nnLcTvv+a=hDtp3D4+z&h!9L>}ku zyxCF1T0x6AxSz-rY!Ume;S?svzwQNkJ`qO5)KAYN)wdTz>-0ZqW-n?t2X0VWXUP4D zxYeWPf5*RWeET9%Pj8(nQT=eQhpe))gLx^tMuZ5?%YYj=FSpvdmHMwThfZrK3KPoL!mBdayA zC6mIUb#OGYDE_(J37UV8BSbx&MbGF6vd9)+{s}B;aYTq9OS4R5sY;4e2Nr{o35P{2 z-|tgcTB;2}mX6&nI04J8DMUS;B~dyMS==V(I08$oB@rUX^6@^h$gfeCf=0OgPC%xJ zCHa9^J(ud_;DAO3t=$e({>}EVNg^tqp5r|@PfbW!opu5}Uv5K$)TU?af`&NLuT2l) zwSi_`i8wKO_TAD1=~8~>xq+Vhsu4;5r01p{C8nU~L|r0MSkH$}KEkm*X*NI>^xWNu z2%_qFQNJ&EG3MRHVM?IqVWvbzJ@ve{qQVOFyvK$JQ!iZgei>rK$}Xg?yUu6pJTaDM*PbkOtf{X}f-dcH0F6!je9cU%(mtQ0{6)=AGs zod@H-7=3k`GPH=BaYUwIi*S2@En@wa5Onj!&XKoI=#oS=KdLi!A=*ZmR;zY)c|UkR|ycvNTXGy8wo`V%|J~t*5i3b+ttnscYR&152m^5hBPE`2<wzt!g1EmeyNQBg;wC6*g;+R^L z+J^&O$yOpxjMAoWDZ_y^*O-(AN^9mvB>j`p?yd~(4NB{`kBAgj+T=rLkaEb?BblJI z%rGK|sl~A+LIC@sjf=n4X~kN!c0)wmd`|N?Mi#4T82v7++Xt+D6O=T2&|LR zvSyj$zF5+&4?cKr+$fJdwgp?n@MpLfZ_j$Tg3={X=F0OXgvsp3X9(_i)^=!|fHbfu-yO5hBPk?=7HDzHY52JQa$@y z=ir31IHm%F5ph6QnMlNm(R2I0Svatt35KPh=h9Rn>7VrcDsEgl=vn0tOyg<)RZHT10>X|pds6TIILC<$P60x=Gc}2HBsAtPX zBYT0K)s>0BI_bGv+v&J3ntxyE0xe>^I*}>ZB3hSmTEw6NFVJ(SE)i2dJ@4tVb{@3O zPx%rWW2!X}^qJB+$11kN)_GQIa0)aTw@*Ypy>*UVum~AQOydHJqJXY@7a~rK(z>d~;=sn_x?BXMMXM4?|D?3HlHY?tX?Z$Cq_EQF zXwOB;jSFJ8g3^`^A%dt%OI7njzSUQ@UIwMPnGhNERGP=C1Mfg-kyD8W1lCDuo!)U;#QVi^7SJL#1QMBoEkgAdPGRJ&*M~uA<%fuv`YG*?mzy?d zV6BhyT2Z_C`d_=@J%Utly&1Mn_w@8>&}2FV6ZQ1g8TXK*`Vn$U4`5!3qlpl~c`4z{ z%ZaeLJ%Gi(>&+)3mXb{k`7A4J8Y7F`Z4)hEX{%4v(^(G4EW=~}NAVnKV0kv22oYwH z7!7}=q@Sx*cVJNni5NPzS_6e16qei*63Ft?Y}jaENj^o?(^-b~@gg;pzZYXjy61o(VA1ce zpB;oCOIBlK$)CS&05rm1trE*bEdDzhiu=rh<}ocC(Ebm5&0&Q)8xTn%D&86A&gYJ3 ziI~bwc#pI12qL65J#X9PhGUYGe|Ze(=8q@h#OV3VmmnP2#!rf)LC=TGiKKthbBpgs z$AX@h&Lbj)^_YLiQY7M0MP+Dj68Q&18-MX2X&}4?k6ZQ1gscYkeArl^s!AD(Q zULryS=OwKvXI>V?-2j$KA%ZLk&5&hIT01LXDJs8GE@Fw?(*awK#? z6|fj~CPD;RVx*Df&CvA5&^)^J{IzO)^&a~cBvxtVpW5SqR+}Bck9s_sOeE2j_U7Fb z?5y3_U+M;Dobr}LNNq}6`D+o5DS6B^eCcJ~Vj@nA(k7qhoC=RQFd-0>7Po>(`X{AL z`Jl1@l(uXg5h<*+_R*X_R#;gkzZsOKwS@?xD(%6W894DjHuoC?N=xx3GU}OObKelmht9|Hj3h!~YNFf5mD9vKSS5%sLn`8@6+Ps@YQeBnC8{qV%?rlJ6 zNA44`wJUA#N(EHf$V891ptJ*zh`>52ZQdi!54!GCD#t^MnDLUx6l@VL&9OyX86C0~ zly>GF5mP^TH=$YsUWX|xcO_mUOS|l1HDED&O4QR?)F02r zkibnpx&q7aw?v2_i!`Ly+e?>lRG?~@KqQH% zcxRm2H#9M%{ngNcpyylHh>+U!e0lRsoTS}}x|4v;<3155M$ezaw&1`V^`Gj1o*z6R zlKx50hjz?(33`6}hKLl_vw?maq%?LrcM0@7znlo7>bdjqk;wN-D&Z68`Ri{Yqn>(} zNj235JrC&_#cnFTo_F3VMXCDseXs`B?WGA3AV$x#tvFY@%$0{P1U-+KL?qQ!&%6Pe zjXZA)dVXs`#MZ9ob-`Ux&ngXeeE>b{+7f|v(zAsAR@@gKx^5Z`En=t>ktx_B7Pr9` zk(Bc0H0ZhCdLpKNdj4UvZy>bJgpv~W*%WYGlp3d@m z2Ir>lK)va!fTe0W5hBR4pdGTfG@9=KENSoOHZZH!Kz#KWXTD6tO&xq@%@M{A7eeYa*mJJ!c*?!2@wd-;1|_ z?tUjCPK=(%Y;(bZWyCE@13fFK5=sB0XWe*DKhX159U@X#b7BBfjTkaeJE?IA=E zRnM~4{gH3i-L^5HXWubIMm_bMGQ4Uo=sCoS2;=MdhxB*UbLizjJ6N}rokV~bJ^ys$ zT(v75t6BkiRu3YQ>Z)hn08_2zZ38{u2qj``*R#RSUZ`iAb>(wF&%2|Ez&hzUYwAwi z7kWR`y`e?;pCK{@Tf|IGizo|-KLvVTb&-gvpPmh6J?}y5EII7@M$~SS6DX~-XYXP} zTJyun1)9w4OroCNI_)2FZY~~^oUjGvWl{kVA~-Kbov?MDT6n-8SbR4xpD?LfY4J%E z7W25r$kJJ7-#B3TvxlgsvmBS-jUjq!?SBAE<`E)9kVUr(vP8C%9SST@ml~ZDu|y_Q zSe$P@$6**;Xo?^9i*P0C=`7kkI1jO=AJmx*EHk$gA%ZNb-H=6Z`8oU$L9g5hq4z{hr$5z&eyoSq@4YuT3QVlhUfL=_-NJt{D=M!b+Px@&}I1c*N3|ptScR zh#;!cvN!a`jDdE?TY}O)jwdqesk9*@@8Uhq%L|DxzS7gfSwA5wOhJn)72N8jFQkujP z&I5RTRwdyD;gV1yQ?Nx0>5hxhYtJG#P}-$PBBp*y^LNU?mn&YEoHZ1+n*(W-);ap~ z18kjd%B&2b$yog)>glcX({#?ek5Mhh_JP*9tjRfc5Q6j4NeSm=oBxk5pn-;NYYvH6 zeA6i`9bV@lOGmc`O@L)t08vk8iF$MpLwX##&;?jt9wI^nS>%+F#s1;P{=m}3=V{X^ z)f(86L1F1V?j8<9;gvkTU%Ti4QBP-Ct;E@{!><0R0G6+jM2H|uV-;jMk*$e;wZ?1n zV>=Pc_e=_lT%RmtiGMxc8rH@C1W`|C3GaInLoO%|bp{r{1R_L`<$Et=F?WeEg+_SR zZds6sB_>O(o~zz*^sKk7^$MWs?oT9%sCZ|b7i~tPC2XYr``XjrKX@VfOE3BRiICd# zoIOhqCn-;Iq7~4!h#=y`==tVlD;(II;pJ^W&jVwLq<_+LhtBuEf}YJU5|P4s_MQD6 z$0obBXdvjh>>3e7)$^v=N|&;R=cqY&Nw@~BEtB3mKr6AyV7+@ zRWYnvdl@_KuB5*7vNV}XXsGQnfRuvd;Tyly@wGYg7Z?^8|NjY zO%(o#Tt7=4^QqNJE6Ss={F30XoQ>7m2`ojSL_M8FR$?1YNX49M_*ZK-A16WtS&I4~ zi*LLAD_~u|&EI%Q#FG7p!m?W@4Tte1JJAeS>>P=DI?IpZ4H(j;d@z0w*?c1rBFK`h zjx1Z3HN(qQldW94PODy**e7C@7C1p32ejs{%zmJ1yOT(wD@|*}1njKZ37heZ^V?n` zq&B6^3sS`~W#zZvrR$lvclY1XAg7++~$UU8o8 zka@bZKdjr4W^UYFNmbgpLe3431w(fI0;SovB9iK=G~NK+UhGr>r8Q9`Vry60l|e&M zX=&0*8K5+|9z05dehjF>%l19KX=^;^1XYriGc_;P#(#2(<=MArk5J8rt zez?Y(<-PQPrSF1=jm@hy5LZlLDVTEuSvuGle*>2E^+Y|LWxBsFhS-G2Jp>j_FCs*c zB~AxfJ{?fOcZDA;%3UsE34cdnagOBZIdt$&BVc*Eny9C&h-R*IiND@);&Ny>_X`>}_x?g<< zXPiH85FxecdEHyihry-x{lX`NEAJ6;V)T4L))WV(qB(9T=vna*k@Qb`{&0VI576`e zS45<+o;#~#a>h1qcRSGY=Q1LQs%M|aa+q;{p2iT+^YTg}qn>*1+I-O<(DR|L3GAlg z>$$rp=RC1=blE7_m0?4O05KPY1AlOC-u!u&^#t^+HHt{8tDboSR5i3t20fpeK*ZLr z=MPOrqn?-lJYWWTo;RHctdpL1x<}#>xpzPlMQC>+mPDpti|E-OTSS!Q*3O{kj*Ezx z`svv;V*FdsKl{DpGlslsY=Iv z2+m88KF*86%&xbA#k=i+nbWJ4=KY1jGN^Sb4&$WH+BjedRwe4`EWuw6U`TLfh&8Nn z6FnkCkj2{oS>mJ5p8}Q!Pd;80vA9)GSX{eb$6+WJKS&3b4NX3=^>miL%Q=rsula47 z3oP@x5g~#sZidKmOZB7!G!KQO6B;wB*X8#Q@k;CV7Mo(T4*T4I%JLnNL|0mmW4$nB z<wUfx&UE>MPN_im@DC9uMrjF+jd5T-XWeZFN;@KTlAWi2Qd+uc z@+nZ7bQ>a4SZNWJ*Kus$B`iunX(^qEAga=~W=Ua&exc_iP@1(0kx@^j-PhGL1Erbt zBf|Jfb5-G-C(5_Kj88*1m_P)GQJQ^+p18jcX&&nYN?SRNNUE#ScmtI1ExiRwTQ--7 ztzBt8RTEHY1wkG6fzl2yBm(QCv~NDKxcdwA6Yw+Rn)XDdV2k)Y2&d3hy6byTTAT|J zQ$MBcR!+qWkMkO=8zpKtUn?oC^J+yhA}JgT!`JyU<%xQF>zuNf^LU87Q>#DFI?wbV zLImfSi@JKxPk#FFJnVbMNt7Fos~T8tuVdy}ZAv&{3^g(1VU zq7MQ~$bBM2kj2axS*A|U=newA(20wSTYY*6MTgDPeA}Zb) zXUY{>45^GL+Y5SLIgJRZP0#0(+TtWRG_xBFbOm#XI5B!Qh#!aplWV!S6X>~c5s~yy zdM-M!))w^axq^rk*7LW}Bph2yyN;7U&ywqiAgZ1h+cv-qr8TeLf}Y2F5E=E<^MN+T zctO}_9}&jabI$e7xGVck`1}^u%`lY+5ToZ11J2DGzapRJ?)8k$dnSw2%gwrCz(uU0f zJ&$@%#MDpE?GGN?1g&%HHM=TNyGh$lX`S!aa5Ui7#H9l?nI=_4J-u~mC2;1&FeLs7 zw9ezrma~HpoR<+Jag$cfZ;4L`_xj##?yPF1CG4cIe1CQYm*-CUJ56Bu-LgAdPiOh> zZ*St~hqBB|@a$Pikq8lF888}Iyv>f_y5x4&xg%nU@u#pzT|JL1Eyi512bNv-L_MA5 zNdRYEdR-cF0oEnhl?V}J={p8l2A4I)_c*=sHV&Cxy)M~%#42rY2Ip(8Niw6B1J&Ir zu51!rX|pfLV`nX%w;~Ia_Q!$gjjd66Rg&a-o% zw6-gVq<>PHL6lAqD9w2t5h<)RlN)C_ljfIw1eE5qg$SZ5P5;if!SH3T*vbTXP}&Y} zBBP#43m&41e;wuNF(Qnwv?hys;I53e?u%!fRw+b)7^R(^!MSpzBBhsH(}N~cVL;T=Tc^vH zDh%m%>tGeM&TL~ML~vfZjm3FMR;!!@ESh#j@gkOheH4~$xttDuW%EsEU}?C8sHd|? zMO;Fb)7!pY2bRE{M2H}Z{CEz_lpXkI%w=SrwX>+!fL92GLX&9`_5}giPL@YlKQ&=ozI6s?~b^I|A*2Q-m zQBP+v`pmhw{X6!-TUeJ|b0S2L<)<04nE!I#3fHaIFCqiu1h{Njrt6FZlFVi)TU>{Gc9oQ_P-Q!9Ox=dbSK5H5&A6 zWJ_e!Q_sF3Ew{l1;lZ1TFutA#N^%}pT>auEer93VK_Wnmo@cG*+=v=+%gzAw>=HpF z)m6{D0ZRT^?hShOj3r`g*K=b2Le%q`m<5@jXQxCWuugh*?8$kS!ZC9j{^@U*t3;+? ziwK*9E#iUG%5|XUu-imT{q#I~?@~W#oe6tNn$D@#z{jJM)@l7N0S{=WhKl%Uf}t@) zJ-u}vHNS=-KKp*)h4S;~h!DYf`8XNpWlqj1XJDx^e7-`&@-m9T^72(Y4#UyGb0BEI zWD-$NXOU3lJd+ic_7p!EF?JRaBFOS`DzYpy565rSwturaSHzNkg2Hn573Up~KDHM4 zw6n_(qMpv8carlV;?!kIcR^`sl55yO2(sjxBa2tx*saj?&wM;HVQ%#v`x+-!X%m7t zN_&2D8d610i)WMQN;`3?8FuGY`v2Y4AYT-Tup~liQ<}W1H13+cO7|xM-TWm)oEW7g zw$i|X$;G!@3QAkxL?r!_(*8J1kpQLnY#<_qmDaaM432F})8l2JwCkQk5LIcfPrXB> z1+G6i0+g2GOJvkjX>%k$D}mBh#1LV8rL~FFz+Gt@80Zh{rjSnrh*8?sV9t%G7dzUA zgVJ6+C6el@G~NI;51UGY(iXfSVry4g@51G%w9_spnt{?TekKCzq_pI<^n#IJZm%IjqZCeIi7VC2}sZsB2%l35_t&&pTJda__QO zJuCi7KuIKZ55pf&L8(NNh>CZ{`Sw*~4C%L|g)iuN*&QOJHa#1dO5uX{o0YW_=*Hv` zabomrm(&Lbwxiql9MJQvA|mOZ^!#Y{z#PzXzqdrBu%5deio&s_$U8fLo;!Xef~b1V zE-6Mm_iV8)7xet}7m-m*=l2+U+#Xi~3K8B``1NSFJSeTIp(i^}|D?2EdmmPS(pI-1B88Q9xHJ+c?eUtti=ebr z1tN&5w480PP-!nZ2ik(tW-AdH^;DYSRrOJD#@W-52;(cQQwis}^@3yN6|ipIXA%Ko zl$Mpxxre_h*P|OK?YtF{R9B_(2AKW%%OE)8R9s5L)~>X!85>b)QOO-YgVLU_Bm(QC zw4bs0xcd`-l%Iqak>N^Y3bu%r3$aC9UE{L?loqv(h^e2_V&<>F?})lgZ0ICvH{btj zH@rVy_Iy3(@sQqaZ?uIb6FZxzr?*ZyP0mfMQth$$a>aWaB1CXrR&(ZMm}wfmle(^A zP=Sc0G>gJAqao+aX24tN*1%#QGnlQXvpkD!gOBZ`Hg@_5Ydohd5hBR4Y%#9!xRx&) zfSz~gISiX$t%0I!3X9o#&QFcZbH=BEMPVdSPiKjje}nsV;$nvxz%q3*5hBPkZwazI z3HC|@mis$TMvGXo^C>L3x*R>5NLd&IOI89=PiMLEiL?J>QJlkAE(E&=Mkyujdn9oM-Sm?{=RI z>(<4G2oR&^q)N{72phAETY{bo0*Iu#>X|pd;Qmu?gPx@i60x=G`GdVX>e;kQ+Dy=M zVgwObCp}N~=6n;|KCoK|w20#;iA=#3k;`cjn|8e!1$useo`|WRp2zB%Z-v%*`ocO* z>uL?87gAd1Q%BBIRnxCD!84mTpNM*T>m0w~7-~QvuPPemB~W5LI|#vfFJ)LDpGtTc7kHeGj19B5&h!8=RK@P~` z^`_xTV38g><&TIZ?j?mKWHg7x`_+;#V7WGfsHd~s3gq0t-m{4PwxZJ7cot-X z(q6VA0_&u-hU;Hr>kf9?hkvrSiz1OJ*dh{~utjJk2aN}%E$dFi)K6*h>n;^S>(tef z*dl5-;U$#Tx%0vWL^>#0j2gHzkf^7(&c#zWpKNd$uuBt^<}-o_5u6ugXPlSuO?)2# z%N04dHzJmxQVPrMlblCgeplQ(2o3W|SE8QIB6+_&jkxsSAd?ivWcXB(zBwi$28FM*CHZPSkItRKnE~f{gg-8ke?ZT3)rh3J>X|n{?MRtbpy$gvL~QMPuA03A^}OTc z>ph_7s=-8Ho%FnA#|Lb8-POjKL5pZ;LSzcIh*(aGNHx9D5A?iz5)o5BJs0-=aRFLq z@6}iI7FKKEYXzlsE{x|qJ(MfwZ3Rsxbqi5XZ=GK!=iR$ntif%-R zAWNYuve@eUXbsKdVbt-BB9=|=jm3SMz<(m=u^o-L-w{Cdx|m3!D=lOL=Zw=iZp0x_ z+QCmmNNq}!=bmwX{;{b6(0%_y#EDVblN659mNYts->Q8q9mCGkKPfGEbMM2TwE6Nx z@KnepnF*&xrK9~zpZD5pe=q)k^?LSut*`g1wfEYaw9<-MrLBvr z3InA%=o1iEX$gUh(%M%(E(E3RH6#o*m3Gyz;sz*f%~S#tE6sET^ZHWkvRD^bx2etq zpg?KM7BlA&Uj99>5tR1Mosd*jn&<-clU)NqY4$z@t6XV%j!~$z5bwG_KxxJ62v8-Z zHP*exif9j<695%a5&14S`6_i^daXURq6Z@FuF=#7?%;z~|u{cd2l38lE;u?o9dY1-D+d6vh zcb>wH$8b)TS67%UzSGVoKo&nYGM=BsxgT??*80{0Q^-=cia;c@+}nm(z8g5{C}gQQ z8F)d+k{QLxaz>ZQ@>yYXJY>-*A>;X3bol)cAP7}CZrG2bK3u$MuDDfXA`8fo*h^{=WU%Z7WC}n zKtNnQi*5+pn)#c7p8cE&Lrpz5pDUgZdOq_bfr<5O+>5!5JLFJl2CUn>cmhzM=j-d4 zvlXKT?6m|v$0ZYzs(Kb(;LVRt+yFiMA0t@hdiI#P2ld=?V{QuQ`B^Rjs-$O!8EshI zTb6 zwEAx|EuAaEZOZDxW+-YQ;Zb*%e5qh zN^>t_l;&%>$r4hn^&}*|(y}%%O6%C9Zvsj)SwkSol=g_diQ0coYIjKYY$L&`qqM-p z+Xq2u*1?4IK}rj`mr?^ts|zPcX{DL7O1tB3odrs3iX$M^l(t7^cN3IWnnW0CDy{sG zcPl6@>yD=hE>Ht?F9@pg?JP@yywZoPVyf0;N5}{k)mcfP zG|hT~RjxD}+jvx(_pok*L1|EpV*Nte$>2Z*0@D86FxJ%o8nvCaHXMj8zH88>7 zO@{MQNFb8)@(VLB-TUkx23cB)?cNDl{yf6TqFJLo%M9#q>ow zLc%MOheHeyPWfpj+Z1gAjHjhC4l!byb*pM##=mk`ni z>3Q!|>n70iQxAfa)^jMU=evtbdV-$gR}+wGdLG+P#~Ji2_a_WB^*r$(%n>Br7y=XP z*~`uqf0dgP(@(;>oyjEt1$rKFnmH#jc1GeO&~x{*grusTMHg84{=6sX*|msZmFwBk zDiQTO(c(XoK+nb%1gMgpWx733&l;2Kr$OEM-X%=Qis&7Vi}CVn`v%Z+*&~8cPtT^G z$bFzXw_m=wK&YGRS)A&$^kjBvuL7cCKm)^XlkxoOTrejMHL!WOQ6tPtpBe&@oR@TF zUasox$CIe8tDEzMECqR-EV8G^@iO|3tz8URBDRz9{46qe<|b;0`;#4zMSnMeNM<<{ zfoq()#?utmB`kP~flsFfPM+dq@zi1TEL&l)1+vt}kn#L1R+cF^A@dB2bs>vm5`jo& zN!W#1-rV%fzo!k5sZ3DbBd^Th3ah7K7LH7 zn`8N$>ioHud6(dL&Ze1AG6uS2Jij`%o?gW29Ax5j0_LT77=cL6ODr=l-WE$cAd7k9 zoL;`28aVI^Crfuv=F(VmFiKc@{Be+KjyE9*sYE-@2J<(l=b`7O4gft* zTSp+u^lZ=S`NWV14v@||h~O0Hx%?cn<8(e?(gb>*8AeDSq-Uq!Q}aO2iMt6>TF>?D zjx%m}(XXKAPZJ1;t7p*>qz%Tke}JBCQV2s$J&@U9WXLW1u3UG_H01+m@<`pl57F`0mvMJ)hGi81?k5b9U8QsLtOWjdv01 zrsXQ9Ix|Nw)#=fv8Bd~q_KJ+>SLezc=B{$h;rvT5FP7~DA~i1>n`5v#FOAQ1f?v73 zp(#zsa_hRLk@#1BF~S!C9+5loGw?@yyy^l-UWd^h#Aua$zXjIkNk4*7Z+&8p?hE}t DE={30 literal 0 HcmV?d00001 diff --git a/utils/logs/study_0/librispeech_conformer_layernorm_jax/trial_1/events.out.tfevents.1709683951.982b957bb264.1498.0.v2 b/utils/logs/study_0/librispeech_conformer_layernorm_jax/trial_1/events.out.tfevents.1709683951.982b957bb264.1498.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..76f934b22bd590977b7efcb4464bfb1dff2945b8 GIT binary patch literal 97794 zcmbT9d0b9g8-}BlG9@yUA&N33L?H=<%!NqOER;%vF$#?&MTkhHNJ7Xwr9vn&W+*}k z$y5p9`+9TsUiaQ>zm@Z^^W496t+n=Zy?abwqUOIxcMRUhN=T#){jluO2&HDW?l$vX zG>sNJxOfifZ>lEO)ziVn!_|GRv+EK~J6CrHO)t;+&YBL@|L$S6#C^V}gZr98zvuV< zn^txx+emijzN_P^(|UH1>ntbb?CRk$Qm%0W1&OXwwl5gK!EJ*%LD!fG~K6SCOhl% z-vAA{?s82Won38hoUJ@O9o+tlsQ#ZJ;@mU^1>L_9dzP)7A^Ul^#FFaq%QxuRORk4p zbI1*d{XGOAT^p!xC0~2KIBqLdW z*^Wg+|0XD@CeN0Q)npPh<$BAt6eUoZe3g*N>w4t4zJH?@T6UZw+g_K6>MExq*T|## z==pEqbuKN$z0>2V@g-a<1E#!Y54w8(e;?a>xr-M6znnE=okzjc{^^*v)adUp-oKug zBI`7U$50C$ECM(bR3xx-_PqX6c@V}uZ4vTGM z&rD)M`^#y`DUzZ8|95AI(|V|dV;r(CAY$a-xMg2ml4QHgVB!YK4UlU`#yPt>I?i`- zgv9DvppIQ^o-y!m;)BbUuVr)RFp0u#z!x_|-p0?jhWrgt*z)d$?8LcDNFTXga`JBO z4h{?5s*gP@J6A6k&;J&IHyrm>-3Dv^O}czz#t+%;yKZ~`Z795!xGaIw5@(%=T>x!l zKq6C3Z;Bt^72uJP)B0Kj%*Uz2OhldMBWLJV37}Z=P;RA&q9MPrAKlgfH+1&NZ5M%J zS`kxCr&zr64N{msn`RCa!KF-uFolExY>ms#ww6HA?cMMi3Q0aiTg!$>A*Zdg2Pkfp zGu3p8h{GR{V)7-ul|T{yn~4ynFhB}v*{x%M;^W|DH55{OiWNsW6z=}trGY}rn5m{y z47kBr3+EEE>p*d5IujvG;foXz4X>X73X5&WYA71#~9bc#Re zZ*eVde=Ru!6qk~i2w{pCq)2Hw*dHj`4ERt(ASEaxD8|oVs_7JWt9~NI z3E!ysKylWJi4dkJM2a)l1|$Q;BMX}vipG43C+eKzqGVYJO<8zy z&2XSFcVQxgDI{gN4EKs~px?e*f$ER5L?hjUv4BRpVC|(_Bs_7I}C%Yg;@wR89fMV_i zCPJ7(1;_ERZ>yd_VLq{ikLb8)!lziH#5peJo_-Yw6!tTjYC46ggf>#Fzx!z&P!!K+ zB7`ZlkYfC+sHQ;Sw$!+WqA8yu<;yRu?)4~mF;E!#Gu3p8sACJ@{A*6j4{!)=)I#Q{0o_>?jjmy{$lT<33YOr?_OLgA@VwJGubH*B4BLFvS$4 z7<1<;?kL5M=W8gM^C@nA<4~+_a~wPEuwG0xox*4ASfogj8{H8o-s>Q5Lms z8>~h6s)`zl7JLfRGER>w-z+&F)}nnFQ%$Ehdv6g^#4eb65GZy;G7-WQZb;EuRxb}I zS}JS#ijHo1K1Esw&RR5S9Z(Jw!QGf@I>ndBSxC{a^h`^jkk(`(geiQHB0o`K7Es7O zpI<}Kl21{*unMa`ZoYLCDDpos)pUw+L)Re1YR&tdf#S+9CPJ7Z2*+U>*Fha9CdTfm zp-|vc^!Zhe)v`CF@_=IA5vH0>F(TI+DQpk6JP8zcE;A9r6k#}yjN$7>0!6fCK@CMK zKE-~;GOSkp*t!%b8o4snbPClitC7NU$O;Fbn7EpW5T=O4aa^8evJWV%-?d*YIxbrC zDPF2qV0C!^@Is*2`JJhzQ+)is5-CE5dgG3IEv@w50E8)Ga2%JjJF0Lh0YUoeOQZEx0wiGibNd8oQ5_Zfui-hkQ$0Me2QPg z-(mI7mV1r^#q}RdHJw8GN+?oz^qRIDDBNT={5Jq$iWD42`#*LqfkNuam70*Ye2Qk> zIVa6V`+s!<3grh(HJzfxk#$Jn^JHr@P|Pf1B7`YUA;mJy2e_m5w{EaTbX>IKQ|PuS z#_FGXPsajU3VTv>yN5N(bMOceY1Bcd7wC7VeIdD$> z*L9650t(kLOf{V%=B6)FG>VAI0g4x9OoT8+7E)9;y6puNN&%iV6iR%G*&m-^wY-eV zDWLcn##GZOmUZ((iX$Ve7XXFK4kkjFA{WQ;boinPK;dS2sD?tBPtoAyBdpd7X)qNi zf*hG@Iz{0i&T+A_dEQu{*yzec2va=7ah!iWRSzicu6D zn|nGTMe~!{9bhfK=P?n&6rXS$DmU^507b~7$Qp{ye2NB}a$czR9fg*JXQ%$F6zR?;f zK7@}+1&RtoCPJ8ka}{IgjFqo|Vs>^jKhbf~g-O5Fx}Z3D5Ue4YC6S&a8smM zHnquHplDghL_Ie-=VEPSj zJlAtN!9)mCG{z9^whHfoV&lNoH596Rics53+)?tc%JACYF$1QWPSN~`E)L+9?Ck(p z3)^u_gfK-@4DoFjgYFIzQggMdmqG9Kaww9UoYWei2NB zFa_sg@4C|R??BOJl9s>d=I7gz#?h8+_j zOwkUf!gTzPFrauAG{1&Iolmj3nDe{7N6P($?**osPSHK$HB#hByBr1zsVpW!m_h^BLTbq^ zN1!g;8~Je1XE3?nAVSTF=&u){u7{RxQmGprqDtPH|_8JfnsXO zwHk^(e2S5ul93|p-mhd>3q{H6|5ei|l>2ZlFZRvrY6TPzTQU*C6r3AU=iN7C07d9Q zsX)~I!Bo>JW<-s^0elH>CkGT~<(B_90AUKwg3j9X@HbFgK9E`y z(vMH^a`7>wXz{@PH&8S@$5hiPRHJ4iMecOZSfJ>6orw^pFvO6LAM;~?BJ6u<4Ml%G z#RkbZq;Su@`V}aWIY8074^vI2@M|>@r*WU9uQE`W88Q*V6caF{@UCPUtVK>&yBZ2@KE>s* z2waOwi)Xq(@x3=wO{W;*-wOwjmmTB^6zKz*2w{pT7;W!THdYc-3-hdRrOoTASG^9A$D+t}~5|>v)F^ErbZf!hLT-#%R z11P2)WUA>D?khIn04kdlp8|^P6HJ6K#Y_z8P;}H5)*}8=%V5!Qp~I)JpSK$+q^DVj z0fluoQ%$EhQ?eBY@LD^|Nj}#+wqOSnO($7qUFoiXSxQ%Rvcf>Ak52~RU%%>Qcz&W~a6}j32#rg!M znoeP{E*b~$YF@xzpjdW@i4dl+$B@^vg3@6vLcXQfPz>QyjPTorYq6o}8ato}XqfR| zHJ!rj&>0+n($UT9fkLeb6Cq474@0cNGLHbo=RUt`#xaynv9Li1QcQjK*bFGX>N3@I z3XP|UIDp4et#<)MhmlN#FoiRQBxI)JufaWAbk>QEZaqGQ*O@g)k$tSw2%sp5VXEmA zp+6#U0A^=8^aP4K`RgkBijn$u$)Ee2RAcmLSEKE+bk2#fS$?HJw7ulGABN zd1wv-iuKQ!2w{q)NOAS!bG#$AsNPm&Q#MWoQ-$j02+<^ zISVK{_hTZ2DZDX6`n~gIIJ!$4cUdnwE)4h-bHZ$q;_CZ`_%7C*R!lXW;`YvP96_)u zbbrM}2vhjsT3kuk;s86U{PC?Cicx%uq5i{>LhX5*fk0vXnyIE!ls@7-ALSFf!F!av`GQ!jMm~@s&1Gw96b~0~C_onQA&k;QoC$jg4(&O@Ja# zi-{1X2*Qxp$KU({ipchcH55jC3a_PVND=B9h`&INsWH`b3TgGDIDl&vMMr?*Rv#up zn1b^FLy2U$0&Ev)7+5yBLl zN5zIFTjG_RhvUA~P>khM=xmTciW%LW;`OLE)0t{I#i-xia2oH&#v230yE#mRFhv-K zB;-uVfgRO7tM>-c(QVA9*zu?w-$B_OAt428(fck_O{Z{Q@)Rc`D5NkQDCF{)2w@7& zkFjkkId~Ulahtg{6yx|5BP%{2McVjo_?vcF7p9s{(dBm#QYg(gtOSbRJ(vh#3eFGX z^B##2uojQJch^vi=Tm&x^%g01uTz}^YvB{fRMRQ8t!{)AJ7nH10g7wkOoT86=O<<4 z``ycd;;rqY8j1;giYt4Hks_tAyADvux-ivris1 zi-96NUm;Xcnq;Oh$>oiatf5BAKDbD$DZsaUmrH9XO&M09bgef?e=63&Xxfv)PMm?{gn9iq& z8_D@KIL-V_1E5IU%T&`TLXGy}S`-9&y@9n@bBKu$rbxoIu)8)B-`D$bS2;{{T$u4G zQv4d=5L#UwGy^E^K4q%u6m4D{z=(bU$>V^ceK8XuOp%NfWxw3;8i?Vu=`|EH_!OBJ z8{!a#yH?2pMd&-Gnoe={6X%xsx%XS{1BGfC6Cq4-2q}iGABStP>i5PPikWk!&!x(Y0V-|jcV!HwpAxx2i6b1Q}_zR?J>b072nDZ%=O{8!L z%|=Y~0}4AUrkYN1a}DRl|EV_SYhW$z&SxToDL5zZE{8AU+qg?wNrsD#i&=b%&yP72 z-G04o2^5PuGSzen?EubWJ@#uS;FCpe-I)ksid0;S(HA}{L5~_QF|3Bdf=@BnmUD98 z_iD^JpqSK@sisr3ZpV3i;nlgJ_(o5gwoHUD#R;VFRk!E^6iFYK)=~jHHI!gSNl7mIZves+r;uV{>I=M=q%!JgO^79*LZ_!R4q=U+ zcR5hRPGqX-6ysiV)?$c^mJCoNnlTZ=6r9^?trXhh(Os!rQbRF^PqFS9hvKdC+>b!f zx;s-%r})(NI8H=%(#_jIk)g>%2veNHwOBA~WE0p?j(OcSiH>e7K1Hu_9EuBpDffV4 z=1ZoUPBB}Pv!hbqTgU>%ff6P{nBoFbn3qW328uE#>lzAcK1Jhl&T(;iyj=j28;II~-mj67Di4dkpM~Vx9+arM@S?OL4g)N`r$#%|KY4@|7th)<5yBK#kYa_D*+N*0UXzS#DD3$ZPHQ<7o?lAv8pyYqOf{Y2y)1`fMxaM; zpzyV2B7`Zjkm5veo*H~(&s}NaE74k%Q9kB%&G$5(Cf${h+N}Nevutw)w4E*cMV&3D zbC?Ic(udE9{h9o<$DqF%lV^l{lvU`*W(b4)z%SsPRhjPqAZOJjXO>ofak7~5^`(^! zI3V}#-_rz;Q~GQ<9i->jKm^$>A8->uOpVzLVUXp9Fdb8imU{q*zs#X?B9MH_=W@&+ zAH@~vrn-3@fIMlW_T>g%%>xYMIMs1$~ z)yX-BBMJ^pp8;r(U$SYUZ%Y#2?HVGatdo08Wj&j+5%v5Q z=-U3N*R=j-Z7I*SlAYI$&EkIyRBk0_Gg|6Dcn&M(X28~q`5I_u@KfB?gP!@gkN!Il z_kpJqWLu17gX;P@P~Pw+Z0u@f@HbVXZP^yt6_eT2+P??dyL$+B!z(L|SC9Iecf`M2 zjO?`;Y+ju{2%46pISl&J;SpbEK~uPA#YPG?g_xT-ecM}=HG$8=c6MY_>i0=d!wDs8 zpizePd13Iey5r|kzMs@9ED$&Npz^|w&{b0P*>ZZL%w2l~cX-GgElrq{4`bO3!8wum zfpcOqYUKq0NlD7sD+0-+eDFr0&lCiidR?O_fNafX%jqDcrMd_bzvFsG06Ch+W(a~9 zbifbxy8Rm56F?3+X(@lIUXfFjFO;mhJ`_Q6;yeNYG`X_ZQ&70c^)U~`L zn<%WVrc3%FV(PWW`1WJJ?raWKU7my5A>8-2w&tL&=9+9oJ=NtEzpojnOL;7t#aGv^ zi#oU&O|_==fE9aW&DM)i*RvZ_Fz9XL>nA{63+AywbyXK{c#qO&W`nvuy0WRYtLwaB z7OHDn?@J1xF3F{AUftBS<}RwMee;E`&=ib)*+{{rP{^6SZ_)!=g1Y(!vMKdb*R9Mx zWzZ-$zuLM>)L)V*pR6&B>4qD;)ylb#psVD6Vaw@_(y4(R?(p+%N1DQ%H2TG62+m2` zEZkBd-_JY+kO2dqHv3%N@nb087&*SM4T6}CDYyn8s^i&mI*8QF=?Ky_KC?T3L``Ee z1VJR0BZz(D7oP#ddRVu`B9I8mMHNvaSbg2b)6Z{2K|$|!k@m|59(Sq zolO*0*HIN`M0C04KeR)&El(T z-^(D}jQ*>JHiZ?_-^|vFQP)G;?HDxA%<3zsOJfHcR9AKJhW9K`e-x-IES62JU0r@J zCGm&6xsO3(P}k=DY+jwzr8TKNZq*MTT<=0tC{1A_1)GA(PMp4x-9~-@b^SQWrqoYe zkx?#NuXSY?Pzt1e!rtIUUND(;MZNtz+>Z**mHdf8)DtV>1Nj z#DFs=5?yBC>Eo^z3l@kPWfkS)6kpsV5M)Z4)@1;h+=(rxgG_MqLJ;}Tsb^tvKlETT z1VIW9;Np&-*d_^9WRAaKfe7Ri1dxl7Y&ji7q4R3Ycs$GMHGqV~ zu^ECOzGo3+){^5g0J8L$!kDks>MEkV{+-|9GY;a=*>F79>XpWp(?N{-dtin_*s){) zxpbY)5Cl=Vfgr7(jqU<%FHyJIMiIzvZE+4(Q&qs>q^ya!1#45{$Oeg!cvn8PpN+*1 zVst9n8XTPB&Suo+V99WM9Ff2A)3<>3!<$VL&A8fkuP&_Eh&;AljDs`mu4B;cv}O6=;5N_Lpt?GkH@u6<=T*SL%igf5 zwL7@|GgWl(bmt?7z`@2}*u1(qIA%PqrqS9VI?xn!s@O=urcjxS)0g@w_?_88~n@*^`_0O>J1cSu=v$Iqs`z%AA94GzM5L(n7uY3a_E(?O8(Q<5;ECNZRym6~|;sp-km6~!kfH?ZH<#Z6evqqR9o4;}c zfXrXdW(a~v{6LV-0VZvsTU_Y(s!e(IiiD34r>@B=-|?W?*Lf}8P#t2x2GP~E>4qj| zd@In<1a+B=V>4<~*X1`8ae~fien|qfKvOnNjJgV1FUDcL4OyoP>hhY!2K|$|iU%&4 z2I?}hV-tnd)$gb*A{uSm=K|`Q>%`_z)z$KvHo~oH8W#!b8t=hI)KgvCU&%iNbq(Ff zX7SaPS^NSwqxnfS3s|u~TiJRs>UuEeCkD;RFHZt>?cK!&)m2@*;gw!$R|V?QNnlfJ zSJ%z;qflKr%^N)gbu~T6=G9GI16JZ{s>glBJNap;Y@}dQFl;y)ZvE|)KEDLim2j3# zsh_$&DGUvTM(O>v`yf$&Nu|7kT_N`vH+Z^cjuJG=DTCFSa(bgY*Q6(A#D82B2aPg# zB%2{PC%IBMC;7uy4hN9*Z)x!&kVMKmv)5bX;~=Jlg!KUshe4N^aym%R_X(I$yubGm z0C}g+W(b1BG)0hC7#b=>j@(5eowX=2p1Ziy`pYg4dkAgF6#DjW1q>RNa` ztR<)`=scS!tgcM63LIIW>Ms1$)}7024pm)cNvas}D%RKs)U_jrji{%(lnNc+pt@eL zS$uU#l*`~|ER&B3g%ykW&en@j*J`ac7<7EqL2FP~ibN%|tLv&R-tbcH^ymcYs*qt* zYgbokh#jhH&x476pe|K;Hm^?V8asOvuBKe`Ub)cSHnwFW1)G9=2b{hEALa}Kb*<^d zrqoYe%VnaGi^uR>>3*l6s}%dQ<@82*Va^iFXnOqZPneTI z8`%uOIWgeO$w7;r*8pUb#kt1csyn_Pi#6jEJIPiD(%IdA#(@^w^kKygonY(5IQVypCI(%*9WMzSU(M#LK6pc;z$Smo2A*G#WDuGyb$O z_yvnwwvNpZ1er1lK|H&(3IPxolTQ=BS9km@2mX67pY?KZ5XM&(y2Fa>Ud)!$L8eS{ z!;JC8y6*tw+9ozb5JY7>f~-IA>j!j;Q ztj1O16Ke~*$2ftyP9A47YEzd@dN-V)kYa5-8EJ5VO%tQ8AvU8C&2jpG381d!SJ0FU$L3JgmDQseM*L_lcLCHj^cfpbPjy+n zkDdqWYX64K;;T!#N*gz0dF~4**o^HZ7IQYEtEY{#mA#j{jpuwBnXoP09HIr)_!D-9r#SZ6==eR}v*mP<+^-7|WbC#jcnSA_lq53*L6Edr2%=aK9}XZZTB=?Ufy6K3 zgG`-u0SBQo=U@PUSa)K}=^%mkIFB-|Z*1ug>e`~gW(b0W*&;}x-|XhlEdrmL>;9}> zkvpE^)YZ9DBpx(#+kTA&q;e@eOdnKr=?HD$rHg$bWRK`gjmVI{( zpp{H!)5NGNxrsia9lbN$5Y#nfCL8om>RP;T$q`VOnk}0stggx#nK-g_Pe$UOqc3q{ zbExXNbY2o8`g-UWfx4u;*oblG{9)rMoPP6Bl$?P7!KsxIE}R$b4}0(Ct}U{h;XS3uV|RM##m*Cn8?sfXCSI;m^y z*F0QJLkpXR&=fpRu#tjIVeEXIz9$QloIzcx7ub~gsmsJHBo!LvsOKMyMExbwi{B^% z?r<9Ag+3Kg&{bN0V9V)^a(ZJI429E=Pd&edXEOvrwA>M-vt4Q&fOIiG*RiU) zimd9E>mPC}FmEkEthk*N9aP4RVe*^fm;h#*U` zFR~n!wmvuHZ;Zm0cQ0g>`^sDrv7A}mK%9poL$_iF7^|F|2vp;T6Gp~Rq zP2*)RhW{OoiNj(W*$`tQq&5@p-qRK*$=kH30niPfO2mm#@%4u~NVmE1m!Hrw?JbF< ze{ykL?x;MFPD4i`Qdq{y=I3y1P7dCS;K*pdhzO$EIIgt>X6Otm*BSPA;;oH8m&nR5 zCo<}(W9hFA7x()cwrlO$x3Xb-h%mm7PyDvQT{&v+n1irxiw+V2VuT!QvJ{hkUN-4G z=I>C>Wc-Yh4L(66)z!$n0cOlK-7w;Bti=BG1F~n*h}hbd{AtlqRI4I4`+=I4@?u z9p3?qa@4L+5lem$g=MhhMI1(xSr-OF!}LEw)YDm_r*nQ|tad#48(12iB|-#QP6Z*0 z+nxg-f#uyX`w9_DZU}|N{|;weTFThs_tzg^BkJia*Vb{~-rKLK*AZCM?hzq^EHNR- zV$^>96=)up!_tg@SMRX{p<T5L<%cS z*6$RKZEuThilDTcPl+I^(hBk_aN^g`$m{`13wTXr)Kh7yE45-kX*d56VSJ@E^5uvq zrBzG_tlN>cm$$T)OO`YPrETg=B-K@Eya77@j9dXqi`F1wYgd|mS~@CC zzg1EwDD7Z>BCt+MORZ{*yT9e!MY3+M%!Nz(nW9vqsn$wy{qAP98h6mVL4`hZs1f{L( zNQBg;v;ZY}oTPD0r%VAlmF`5G7^U6x?1Oa5Cp;g3(w1lvN&lp@fOk78L1|reh)7|j zy}xo8$98{dv@<9zbT|=2Ra$z~2b}nBS#IY+X~tuSjCv|OObj=q7o zD~-mj8wTq(-H8YgbC%|Olyj^q_?mnMrHywdlIp57-T8@Zf_tzBuMWp_|% zvgJ7!KxxWrh`>52O?#0d?tc02yVRgXNUSF^1zUt>6fVYv0mmDI(i(3jV(Or&F2HivY0`BOOHe$8<$%#~97frWFZef&DwYxTbe4>R(=cSmsTDne^KyZmKQ@L{gcwVY3SYnrB&`H zB88Qvw=D_Bwp_||7!gEOTDPFLIPrQ1OOrrpXU-BC^;BBRJF_o>(lqjjFuu~H zE^WeHIZ~tS87R%;3lShjX}^DRj#Zc4fd!zn%I`!{U6sZg;E%>1%t2|_8o05CP3=mH z^L>d*iyD~l3zX*Dgb1vY(q<3ujJtopfJxh+McimbWD2&3^nJJ(YkwCRfzlQ$6EXEu znsKG8HMGv`9eLKGc2o8LcGE?!vz(N(tB1#b&m>*R=ED0myCj-ls#50K^mWRhEEX&s&z+vPTUQ+-T@6$v* zou%Du&dVKUqfU(gmf2T{5J8rdW5_bv+dvB%;jo^4ibO1TQpM`ou%9_wr9uD5~JiYB0$eutcj4?^z7p-jWhksq^TRwU71hBiP5wAE)}HvHm|uR z=y{<#k@Qb`{xqudOVIORZz57y&(kd8acl-XrAk51o&AX*s-AyMdV~{yp!?B#py$gQ zh>Uvbd4i+*Z_sngy+jya&(9^IaaXR%X|@K|t<41@K#ZP0jyQ-(ZPtw233{%|B$Dc? zXWjtyI(EqhJ+ICtVr$oPWx-d}bDs$F4WQ?T_lUqc>3QDbKDhhSyR^RzEg~kL$P{c5 z@u@h4=YO6%0(zDzB4X;N=ae=YFQ9drMoSHntkyvGNlNSVnt2eBp5+Y3zk1*ND^X8x zojTli)AhAG%!7Gp`I`t4oR`RxI4>KOCcgxh-Cfh-L@a4%DJ*X4Dac}3*f$R}5Y~^V zr?ZqwasC`a<56Mmz>=y*gb1?uo<)}XJ)Dz)#m@e0TdC@GNxev6@q2O5a6i(8*=mCR(?r0eiCq`+8l^mr#Eo|ls zN*nNtNctzG6RvM)H(s*8r5n}1W}c?`&J%Kyk+duWKf!F z8zQ5gN;BSmBoUORtVx9Nm3DpXe%zILF~*6oZUsg}fEcAc-f$X|HhLARgVGcx5=nJc z8gGCbS`8WrN}Di^h^<{|I?Wp5hi%%fX{QWIbG9S`>!h^84TEv_&xvY&A6kT~1Cc4% zBD!9}DO6J%*B+D>xR8jcpVIEwh7X3;sdlQt9#OkV%%HT+^L-9+ki2`Xf+lnEK2c9^ zo%%bbVu+mVxd|{Yjh+!9g7Y#Z1Lx(sQ3;-LKL60Pb)#wx?7T{0IqAVsn#<0gJ%GhR zx*1zfXKC%p`TF;yKurZ;ag`@R1X*;iB1^*9eloBwqem=WBVq}=L1EFE%2C?B;n|YF zve|^Fr?Zq#)W>z%GOq|PqTZfOgb1>z+(4EdIWrDJ^EkV6PlbqO%}udN`yJ(ijrHbm zuSP%>aFs}+E6qzb89VDDh2&wNw57R3NNq}!*&>OP6xA_N3h4A65piOaHf(H1r2C-m z_Y{=2@i~$7Pf9!d{McqVOY?k3L<%b{&m#)Qwrs3jUpPyP{Xzs$m3F^>E>8Th2_cI? zY5RW=8TC|}f5@eBP+DN?cy?3qm6jjOIWZW2eQXh|+rvIYfEcCizJD3_cV}a(_n@>Y zZ6c|zO5+W1;@Qh@L1|ukL~QL!du1SpO8ax=peiWM&xi=DlhS%m9F4pG@s?wUq20}$ zNMs7O2&tPmg-f$cOF(I}rx7vrQ`(CLp*qkyrRDdukgnE%-z`e(RJ_f(SSK(29WOje zC=>Pc)_L;DFr1f;AKQ4tykx2pA%gSL_!iDfT=u{UU>P*Dx3`F;@(zW?!*f3l!|-U> z7igHLO^JFs%htky7_!)GLLsnBwj@FXSw7uCmN~<{CIL&R=Y>)cOUVNYi~o&89LB8( zzi41-9!S*FS-$k=u=LDspbsn$!iW$-mWK~GETdkQLi2Dnw(yau-eXT5i&ff|ubi{A zC%JR%fl7T3kwjP8y^_P&S)U&8(g3CHNhU&SQ`$zGU)by=f5j{ZI*SuToEW8<4sDA` z->q#TKxsEF5J~@}wA^K<0zqlXSBXerr3GeiUIn>0u>?O^(cv}`L{*wcj~tx%ug5M* zfzr-AA~Nc!w0TdBTY%Csz7k=4r478nxpokBC>wuhZI_?T-Idg*H?5R8$Lh@PZ~B7L zZnh_q>Z&x}02k(Tbq1w5s}ixbE3J#I0xB&ny~8?Cnr$BjNOd7+wM1LUa=`05)a_({d&Ro0{SVlKq%ML=2W$9~VnLRN~9R#+-xPN2W>UBwY zBUaB9;~h8x+k5d6P!%sAl0;Oz`+`~ferkt--4t;4B0%x2}B8ecX zo*Hl`mrndTyCWgz@#?Rs9eQ3>_jRd?rO(6jPGBCt++ZrsQg z`;5=4JQrvYQ=Su#`4mo~?_CnEL6txj_@W|8)Jbmbs|iq`afF&fMpm zv$WCy+gC%A*>aDlr?<{|((`d%4w_~r!n`CF5+Q=~V*L*1B~#mXDrjKw^YkncOMEGX zMP)kYEUkCK`e0!3l*wT0=`5Wa&O??jBfC`qORyRdBFHkf6j>VXU19?)%8&aEldIN1 zI%Ue-lty77|HxrQN!ifSq;Ot5!0gv=?uQklK`{Rr(dj)X?PNbD+ET zg@_ZQwDqYiF{y*%=~bY#wN*sYKPfGzAjlb%_CmTBJN3d!YxpM=$7a3bCO+zNMxF?w zDlKc)d7O9+pBz0<+LLxfMm?409vyHPly*Rc2;(d5#(2(k5ErLpJy^GJ4I)5{(w^_< z^qrvh+g5?nF7zdm>Z&x}0DpaM{1TKlUx$dTU1>*hx}wr7W|Xc1r4Zw!$s*dkQQutm)E-{b~LdoqcLsh`r4G_M|n*16_Dd8Vk{gj7&k=Yg*K z5J`LHO*d#VZBG;R^wxPZ*B?XVG6ILdyfn)oLImffT?Nid@yJ`RfMr_9$stXuHQ@V$ z!qOvo4-O;B`o%$DxwVI=r?dFCUyC6NU-*9nmPaW>h#-r^4`jKNbT9!}7G*t35V4f~ zqOdGkl7Pd|%N*hkEa}gPdOFMFqnxv}u>(WKBFkGMM3ANU7qZM={^t`kk0&mf?VDDw zORjH2abI=0P-=mV^~>oK2Y_nC86t_UH20Y8*jYErm}P;|%F>CD+LShZdnt}7I=k%( zpj(tp#EDVbJKLt1G=13lu z5LIa&{m$UT@7=z14Jb{ml*p*3(iDrO7mHG(*auNlZ-yPqIOff zx*`7}YFYDLh;;mW2RuvLaEGX;x6TPOOfY0y+(L7hm+4Q55W#sV=FCfWs`_JKDLfw- zFJj5}r?6ZZ%u(8*ggbwgz5cre`5oF14h-;klT;B&+hOHXh zp_xbn!4wv`-cdNEb4S0%r#EG`67_VJfqN`5#V z^;n#U<=6(XN*kuhc}YC@*n~7#p$(siB)Zb9Ca%TK`Ze>?WKfz-6%kUK(st{;#b)1H zFF^$`t$0jyix|37lb*_G7$f-R#O;Qk)G;mTl8+FfTNsjf=n4bZKxiy0{GnimmU zyV72@AAm}`efP$6P+FW15m+assoh(HE#l$~J6~uK>w}3*!4`2$8mDlg+3L@rv=`w- zO#PI$RsXppw9e-8x_d8HDsBFC4fjuxU zRvJWz;JjpV=B48E`M1DwZCIB!&8szVDxAVn7#4#p9~IuN1(t3ziF!Iq@9|C;;y>Xo zUaUK5ON0oroNA0~oS89s6|n5xZs99pN!~(XIjXe-hw)|Y0SRDf`I4xov)HF|lqP>Q z1X&t>B0>aNlI4)4bHJTgV0pOO_nU|%W;=zYbKFj3d2w~3G_ZK(5cPDH4}V-Sq^p(Y zd)Q+a9}ppeEHO=yC17vegKV=8^2d=2O#6o@!6XPloL zq%i4i!L6g9=T6E*(m&}r?BS=LpyyImB2rk-d%b;dY;(K^3;;bV_a=g)6xMpy7(6hlrB8;zRzvh*wXO)ZD^I+YknGpeE&NzFXm%;r#Ojgw% z^lUYUNUE!zc?0ZYAbSk-EbU0d)~@I01BarXx88J~4SLpbB?9ZDXZh%0Y!UlzubK=k zV$%{LQ?Nx;a9V`&JKv?C=ZsZEO#SrSt#TB8-0R4*h?Syt6S0fZI_LG~oTZ(!{Q3b} zr*C2Xa2G%c3Ef=u_#Zp*aU+4VP zXmYclA+QV$ChF-dSt~e?AZbrkjRlr2TZj-rmLPd#>2r4OO)SyG4)K^AWXWH~g}tqC-bH&a`ridY`+6{|Fb zPBz$BD-QL?=W7l8h$OnwrrYkp&T81C0Lz z<&j31w4iOlOHi6|ERpn2N{e!iUkXaA+D}9ZEA8i)fe;spJx09cU05MAQDQt%O+iKG+ z1yI`BZ$wgEmBt(3)7EFhL1{hz5V5r@&BSaJDlJOav;`<_hm1UX9M(x`kC%p`(mtvG zlz|qZAx~rqwuo7+a0-iamluH24B8Sg^;24su_3-M*i*M*si@t2N~E;Tecd^&^WmIT z`1EEgL!zGEIxkf@;=Fh#n?}IA{F*?72+oUJYn+#~ZPy!u2Etb~o7J*f14YRc7RmM7 zaTq^h*I0rER)rDube7W1oJU>MEQcxri&GR4BFJLj23b57`IZ99p?l@GL@Wr%=5vCy$9$ z+V%spu(1|Z6to4ZIa)*#U1oVyEC@p6Q5mKAdZW=wrF`ZO%-ve|7hD4kg zr4^j~fdfk%HRCEM?e0V(>7SJ5mNKI^DD9LP5h<*+TSqvrwQPx3@du?Hup)w}N>fsg zK|cG5#crUqd`BXqo=UsBefkYh+7=%ojIXq`v7B=&r7tdpux@JGhyXE4+bYTFJ4tgp zOaZ0c*i9tWRcX8dhCcFn3`(1lNW|8zw05h1+k1*&ihW>!h?n4qLEAY@d^+ z3N2#d86s1#MVxGpEn@FF^~<2Nyh}t({gn10et;gd&iNVZ%th@cJC)Wt-*E0f9q*Dg z6q-znJ48Lbb?$I;#(626IkO+ki)A4ZA~-J-lyF{(c67=DmhGoavqdavrzk8cvK$RK zZYv!IEK^<*^>h|TnH9*=*nDpE&ho*c0mKEiFbz4+0zKvs2&X7q3y5Jo|oEW9e zNdATc8@6PP7AQ?=50UgwN}Flt*awv6l}tnmD{a6W|vls2c;Q5Aj0@cyIah;)+IT7?JHQf!ykwMF-i;X#_2odO5aa| z(k_+}Np)2kZ-C7XW_1CjxmOXfwJR-U*Hlzm$=L8=pfvqP)7j&&PD*Q|z&WMqWirng zTEyTMM5bVikW#@G5tDW?5R|sKEfG^crA@Gqy$h{Vak_oBsNE#~zuoZe3+^1lx&O4( zwn;2BndeqSJ-v1QvI@f1S+Y3F59Y;ZJ`o}~FB+VAaqf8D6j&@nIt*xCt%04H6qXD5 z9HmvXaTx$CzoUqHI?K%?vymk?Y#E+$D(xde1X((C#WlV*Zr3hgsgiI^6tRS5QCM_J zHsLTPpEmg`q02DDpxGg5SeMtTM2H}Zyc)7>_PmBao65d#P*kj57r$%@ z%UZn+IE?6ZYaRoOzicR5PiMJ$mUGenNOa5abom*%C8g$_TtBx{-9^MXd>yK^lW1l_8atkK9PtN*0a-KJER=wmG=Vl z{Q3wHMAh^9f!mO;>&v_Lpyy#{iHv&cd8z3ZYtVDtT_TLHXXRkdrTv@}SC_!LrM)Kt z#OQgR5vPYX+9-V=^xUwFNUE!zc>|O_(6$Qntn`bBtzFN75f-TDbz=_Tlc=Mm$Fav@ z-Sqs7a}%w%S#>B3^jy-0h^e2RH#s`20}X75EQ}Sko61|1 z*4eq$Mr@s{a=IUaCR4eWsHeBiF3GDg#PXa9KF%b4iU<*$mr8YPop=0;M*)l8kDl^v zsx?q@m%qJ#FFwztkOO_)5XU6Fjes#P?_B!lITh^UcC-GYmbJ*+(BtR1w=?~N=xP7s`A)a)eixLM-IU0vr_!1`G-wY>%k55t@s(!LgL7$LW?*PjShuFb zi2yN5D|F=atpTOoGa{1esx;mJrE_OL0i^{_Bw}kZi2hN-Fr;xcbv_`L@*> zxc7w8I@|8&{0TbmZ-eeYlPP^q)YDt1#R|?-f)Qh77e*Ojx zjGDUNPsEb-jKb3W4@U#a218E)OHwpZPiKjI$GP{LF7dP&SeEZ6LIhc|`XWnaKSO+v zbLz|)6(W{%FDWd6rU7W9^tWgB0gLfmqMptoy@>NNP=_kJm%#FJ5fLKDa;_h;=uL9k z0nH<}!e&mp>OHphwOFN1+1&;kYf;qir9jnniY=Q&SDMmiTkNcjE0#Ee(lpJ9klK_M z-S;Ansi4bqBcMBLL&S+uT9FUu&(lBEeVGkPD_cM${gcx2(mN)D(%yR#k-|#T7o zBMulVfzrHJ5kXX?g%yS1#0Qm+wFaei4j?k>sk8;@?wP66bN=eF;lUz?Um7dlL0@mJ=p^$gjjuy=xP~q4|HzBI@ZZ{abVH*ZNtePX(4{FNqLAmPj3Bk7SIAQhfCsDD8$H5h<*+!2Xkv@=w{e zrl2&5jYJStY3Dz4-UQh%xzP}mW*SLk)Kh7m_rhI4X`f?=Fuu}4=d0qb{F!YS2kVxy zp9m16w1j>AF=_P3)!v{q$s=Ef=+$ zkgt^1nQ@6@qYl3o;UE2p9!b>GTc_G)&JDRGCfx&IUM`F$LImd}gflPk7Y|$l7V8^v zGnA?|;QNijBK?P>G}X1G_-vrsC!(It;@oUKD$Pzk8qYX4{~|&JS$v1$8V5J+*bP`- zY%IJiVk!GUVL9N$VR`x`6Q8P`wTq~yvnUt1A6Mu3neo-xQY1Hk=E>sWWGu29Z6{4rJ@;ESuFYAj{LG)9|I2mHI@8Aj`br$a41H z_z-A>_uv0sC}Iipl@xbhFnF{qO2Yl;K)f`pEdPg15>fH)3l?;oh!z~8H(C+&d|rtN zsZGy|?N8vC(zci2CF0TDh&VBNR(y0D2Nogy^Bd@Sx;ByYPkMeWCAkpvJV>926xQ>d zuZBozGs|WZ=s9T&5k%GVs(Y)D@5KTQdC+sGDMUs+^?Y-ei8JVVf)f$O*Yg}X&TWc? zMzbnmSI+e#0>tQ9FH0BqcZVeHo}g#T^+Zx#^~@Wfb6~(^(DR_pL~QMPPE1&VdLGcR z;wR`iBZ>&Dlb)yay@V}duA<5rXm_!Dh)ls2A!C43m}zd|3wmyuOvKbr&r3XKTS4oT zo#uT+)NbVFSItxGP_2R701C@wbtbN3n*PFH#FDv=!jiFw!_r276h2Pn7fsaDSvI%he17Q1h0Lz)3@t5unA2sbpfS0-6N9zNoks+GO9pnG5JKK zu+kzAjzG%tDbDVow2nnY5LIc(YZfEl!-=DmKxv2H6B+eX+SBCQM?q=(q}s5Xim$YU zBu(6vg9Do_fOXs4fd~+zv~5NDm}IcuE(eq*uSO)*RcX8d+O*hX2ud^SMa0&wH1DIU zQEA)Tf7=gATQGnKtdr7y7iXc;zBDRNf)-&vl*klp5pPH16i(m0J`0p~b`%j)Kc!8Z z-!BGQr+NQbQXQ)`a4MA2I&;tZAX3AXT_Zth~!L0V0pXUWxj|dc@u@@<}S|n(*Cp^vjteZ4ifcrmcw&68n8O}u?4Ugog_j8 zS$Z2I%ah_|Pk=>##rrG~OUzaZi*pQz<@f>hb-;3G15rtCT=NYgZ-b#cB zvZ#zlmQ|J}nZVL%z^ne9s`psL4hl;X3l59ByHp~un2jas=`5b7Io~(vdNs5auq2ui zA%ZNeCnC%5#yaWH2)8Y|y+XuN5+zp89U6Sb27e^j&K9Veh7(C5D&86A>)1gUk}kD+ z2oF#&&dTw{w4f$S<8S@$RT$xT})Kkw=Ud!=G)QCq!7+=pF z#%trQy!U*g3#?mSB@rM-&%u8TF)7+r{|V?h$<)UIa> ze}B~Tva&A6K+kXGiNHGPc}kC5Y&%?f@2IHV1VvL?=i;bUh}8P?D*S-lTxX)5-a7YHa$XcsF)?cZ^D<^J5h6G* zjVI&Q${7580kE9UuxQ`8S_4(F6qd}Y<;Ws`)CfN!ed8ffPiN_B!MQ^IGBj%_und1r zgb1=!O+l6qdgIpv%lM-BeUw>%d`-@!YlG5)R}dNXRN7YcP7~pbvt0xc z##h>?_ng~D8|O9Z0PA+?AQ2!&X=X~CpPv=-w+ujO8YhUPx+;w~z(=#ChJe!cUm#*@ zSK40lU{u;{*-f6Hw3MqvV4alKX~F~SnU6A_zqf# z)K6)DHjeRx))_nQ9NQ##?>^?Lah|{T_}cI$w9fG}h7@1R4L3jolGa2> zo#$m%kd+Cr=#DS56}8TX2PqnuVz?NW$98Zyz9_QNoT#U>>?%pbkTwpT@llsK4n&9` z%R@6<<1_K?`U1<-6yIzSOZE{8%lAr897bi7#79^c`D~(|&hl&m=c(G^lOrC(x?H?R zgb1=^&qNl>`{CDtMK$J2-!9ckOFK?s(U``0P+4VtFZ_!l5(kNTI?KimoU6)`@^c0v z%LyVxkR@#vvd9i8nhcF_u*TM45zEVyV)Yy`M*=1B$F*=OtWZ;PB1uHWJLBweK@TmV z5m__=^gPLy2&qlaw&weBOjmu9oPaKD0TCxg&;FM#;=o4AZL9!2U-lr9{z=crE(JJ& zo-MqINMSvj4beu*RgOt`#+m0w1X1;@`P32l%*#7hfSw&fh>Uvb`Ol;s??KO%2}BrQ z&okF^?!1re^H2uXt#3LJAV$wS2btjh{%!2@81&rn8j)02J@W==)ZPK&L5UqkpAK(w9aO_ zM2O(Lq|U~9xp%iw4rm~0Ze^>k)fz}VPhknjcfsWuggL8i^3>l{HYPFdX%lFv*>@}e8auP z_rwBV+0vT`5oFnEjVy0-LN@`+YyGp&MJ!>LDJ&OXbDo5nP%v^JtjmH4L_M7)OoQ`% z1CI@6`1oJP8AOO6OPDRPG@Tw|361dd-e7sv>OJ=A|133)koswYtgH91!N&y#j0UP~ z*>!A^h>EA@4zE=(^&ujK_5Aonf27p?^>rhhJqHdXf~b1V=xmP@f9A>Em7wQq zdPGJ&^*mA4C=>MTZB2yn^?a}w=P81XbM6?!y5+7Q0>tQff$0p~-|>@euY;cFtR<4_ zs%PE+ou);qfSzBjCt_>Yb8E$L)bmTZ3t^z=w9Q0do%B2@?Ire1&jPph(C*Gg5t)K5 z;uWVwysZ2+4fGrvN5s@m&(A)0oCB@%SZl_W3-Wzchn#_aeL_NKA zDy-z(7u1g4=?U`^`kn|8oEJZP+*$^gUXBHpZ8J-+iC8MLDJ(($ocn?=OzpY=i()8I zPiI-5xf0j7iH(91uvA16A%ZMR=OT-g>VsCmqB81(mRhw2N^&VIiza#CFa}>)eFRwg z&m!vSEFBMWKC`f;g-kbK`C&_h2(mcOLzb1B&i#hw@p+v7HWACkyJD3lTlyTE;_O*> zVt~qTCy_)~+DE7E7-F)fNiR@Z{5~S2Hl_9M!BLuC{Nrsv*W(BgCq`*Xwj8BtpZOjR zN|QTFB>j`piqA{ufYKgcAtHs9HgqIcY1?`kfYSVL6G2p^xj*A5&0))O6;N9G6C$IY zN^AT&yfG-vxQqznD=q5AINX&3r@WgD>vpxpaPF?8{*kPq3oS9}>NJOMptSXEiKMzJ zjW@tk(zozE&NZEh*xHpg=zRn#tw)y?(V#TD9zGU$g^6#9L@ehDDJ*>saV~D>jy!`R zQ?nuJ=`4~XIQO0#B)r8xl67SP5hBQ<=Y}ko-~91`M(B1#u~YZzJ$CxJSUs=ueS&7a zR~BprD-@YeB#EeaXPg?tRWT&vp^FpfIqDS=Qk$N2H8^_K9xLGvbk9qPI5B#jzk;LZ zrI8N?gPzU55lR1~=cFOYTR_h`5^dP27uNGr1CE|^7x@hYJBp5vW3Pek|x%HnhDcPA48V$L|X2if8N)*roZ80a~4 zCXrNEJ@W>rK2PZ-oN-!M6S1}H`E_O_>REeTvsa+!3-gG;I_ddAgD=?b`dmr2hj#bg zjmQ*i5vMsVLe+SvE1YpoUP{E&PtP9vJK(o!OS|u%D{40>MU>Wg`~m0VGTwLpC_RK?7sk?YSmmi7%$G^zr6&@T*UD z>jR5%AEKVl;_;aC0_D2tyETEuau5+B$fD+nEEhZb4+WM%`b+w$S8E`$gu*iQJ?Bcm zkRku;>|ESx%=S25$*l$vPnSu@rsJ|pGog_=lN@BG3#RFGk!wQJm6DBd={A#eF_KE1 zjp30nX^?Q5bEMg(vWX~Rs&kx4iY9S1WKzzw&+{C=@7n9#m;QkDdDeHW_xXLEwchov zH>V7;Ty-Pu`B@^iF(nH@9Cp2ui!QnSi)TOFhUat;W7c3`+BeBMdE- z_PE0P6evwMiNKVV)@{g~h}d&z3GNg~juU_irG?}&%Oz>o0W(lqzte=IsnV1>_;lZx z98g-x1%g$twDWmVRN9r|#A%>3uTlckNNKT;|x0 zB<~O&VU~5KJ&7PNafG+cq~2$&savIOU(cVc2DRUZT40>)nLLln&e3sSoy|~V5NcYE+1gDLj7lfo4ft~};5mKM@94J0r z3VM#bM3BOIj%4-xH|5SX%_9rBq| zFIghbHkh}fE&@=YXKCqLe7^U-xQ*AZ&*|s$_W9OS&q^J%*30w&J+Ct)SoM1LP51`& zyk6S&G3YsbBmruq=fE(XS+0f#gAE3*5AYB5k6izwiSrsLcSkG;Q?NudZO0*8J7w4j z&~ua(!Dy#v@xq!

z)U;KX7@xv77{DV@%98KqT+Bwm6dGkG>?&o7-}#mp^qo?gx~ zVO+9Z2}E#Q>Z5U7#49ewLzZ$E7nveURlL6Pl@aaRn16LmKkIoLvUvNG_WUdlE-^c? zD|X&-fGkVH2t+VTOAKZ)FHF4yS(drp87J=5z~vpBEVZG`oqT6fJB~t@fMujTKTE0& zx@%C(C;anPYAlar*eFONldS&(HD) zd*+y%PX64vFfVgG2t+VTeH>=V((|iGv%ED}>x5NLOz&tLJu8Z@koF z&m%%oq*Bsz_X=y&v*r7S)u89@-@n!Se|OaB`CV4em7NI^NH^pS!Ku*m<``!6{3K<6 zH|Tlbps{Z|)+aqDIVIuyTG?=d6xOrMiP;dIwzaVp^sHk}K$_{f^4a)Ppy%5n!q8IB zKa7%vfu8H^2~1hf3*7zjsSGMk9|ZIEY5@VL(6hXL1Csi?uX+Hh=UOj9(p1k%9o%2^ zqZIUv`O=BdF)^<+=Mn&wgtNP$NChzSa-*Y_zdU3MC>woG=ATL>p5gJ~nS^ z0zLnI1Hovg=WmOrTSDnvcW(MS*1a0Y|C&=e{Y1gID2a`J84VgJt0V3CrPF<2IYQ1@ z-M~MJ82^Vr1jnT|9v`i#Uc<&f7Q^Mcq7+%aN#|s7yurK|EN?WnfGiOb(w?8i@(J?+ zPn_PSXqe+I@dP56rRqz}vPN!a3t7^lUsWrz?9Jk2sVQbQ>d()4@hfDJ=92dOEOsxM zn+~7vc=ZsnM0`gef?4EWVHV$)zu;3M6Gv8gn)hoC>A6L@-J#UEGR4{IZH6q&_Jv zW4OEpR-DpAf)rL-EW6^=m$b%%($aSmkY-978#%)PlvbEc7+NartZ2|oP@3my0#jC6 z(J#y)zfA*t>R{ePasp7Hw5(2Mcj%FOPckTN(@jFsRB1{bH1fS%1xmYrmtfT^ZMnlS zR9f-3?T0{VpZuEuHB#E=9RpBlR<*{*p+r1xAxyy%5tV=?qVaXR2PkdpQ-aY>X~_dD z{GoJ)KDq9zC^w0J<&@6RUor0m_4C@&p~ytPBJKI5^SC*4)MefWlWJgGl5}sp?S$aC zTxQ0_%EUkyvK+D-^*2S9*9SORW_%WgX3fw`G=ePC+(>(VmVG6~2wCYHiYJ6udl86W zmWw-ZjxWq8z+*dJrW3|a?$yB4!<;P6VUgGk8>f;$$P#Wx+Vivc|Hga;^pWk?Vwe|w zM*43ERAni3-fZ-%{pF@<-t)-mgY4~mUTfFn<0zAYSNycWx^_E#cAN}#$109 zNg#q*&g{f2U4A8Hlc>w5n>Oz7P z)^h=?=cKEP%0bU=J_N+o^S!go`&u8Ds&k-cJ%7T`QqRvFgJyxAt+o)DvYt<+Fb5V5 zdzyB`yxC#05#Hc`$_}UbL$9EIF!4IMT99>B6^q-;cj7C1bS}!o?x`obM27aL@1qgd9r@C zy&AZCf>Sz&Ut>0e`@74Mp>*D_BklR6^Qep|okNd3$CIc_nh8X3T=J8!bcR0s>2r9> z2PcpCvm(pxllo%ir+j@1bCh+L?0zuJPll8L1pDzxGWH{KAw4&bA8Upx%umPy?)R4^Sa*Gb)E0~J~MME@xMoREMF=9|9=kt7WinOR%5pS zS5Mz=Hgi0DgZdgf>MOMk^6(Ax3z+WhH@BO+Uw}uq;2=-$ZXUJ&J5^O0wR5fq_;^3ewG_+R7#uD_hwqD=8|;2fDj@y9NZF z_-$(6qpo&aSlDaD1uAv59hCHy6lVmuPIK|~3-I|bz%(RmAOx)R-!sajE}+p~y|IeL zqw4}XDs@m&p5g81=IZSd806vqUqtQy86uXK|7_T&E@J1rMdK9Dw%RwlcKj;RhMko< zDK!bIos;hFLGCUji>7-G4rQ!%X#or+YA%%{q7moJ^$7THD26*`Tfk7FtMlRp)D30o z&<~Z0TbEH0MoQh3)aJN)dror=^7LbmXSwbt9M970@^^vjO(Yd2;v&L`LB;O!z(Jk! z^tBmSHz=w77gH3Q#!@*wm5h}%i5%Zx9~X}hS08_G4{Fh+^!C~SrPa4)vZi%`ugY&s zP%Pg;1sW=KRB9aL5g5dpZ<`UHk?-)mPt%R-V)R>%tyCP7LdCRKYNwrE=Bk5X?XZC7{qV4q-b*C3B+E`h;rKAwSr|KCh5L7qPRgS)-xN^gt0&`}<9 zTooHWphAt6jFg&_q5uEy-Vir^wk(cO&sE*tsxEHcC*K2#u_aVoFC`PD7G#{a-;5ca zzB3@Pwic+@&3U}BS6$-$E0bR;dcUR;`P)D!ZicmXzHj^1g*4k#QL4E70~OL$sk4%b ze}IRFkALm4=i=@c>>KpoBCv*|7uVRYTV2wXoN+%Cmnswo)-@DXOZ+`q3AaK*Uypat zMuw_W)!a?dz=P2gJ#)6nzS1m|H(SY69aY?sS7}{uIEuPg&dorysaq?VNqG*UqErjf~w}G z@Uq*25eF;02LeTbEfv8}k%Sahp&_b3QFP#qn4%$@;-i8h4k5Grayy{-l1^1~Q!JU> z3?nADE_etO4ri$deu^xl7`*QKF`($ZQ9oF8bj!0T9Gw_D>hsZWJAqz@j6Te zDb|{fmj{Z2d#DJ0iV~zyJGbXDP+aOVSxlk8rr5365{EEz>W#xdaeFXT%}p_>^Ja`# zXKmIBC`OK=BKRq!FyxR!*>0ei@?n#hLXk}oXVo05^;f3H0EMjd=Krd>DN2T}#fS$d zySxF40u?HPpMtTV15!d>BE{)j;&CXkDUNnh$001!v|kJq7p_p%+!RAh^Kdi#@$Wha zC=zc`5&RT-I1aBR{uV$na*f;^(Q%>7rcknH9Nk@vdaehG5u2%MZi>D=laXSF^OHQF z__dvi;HNM`iu^0H8UaPntpQ?+Mr?}7$GPy{}vs<|mzB#cFhS*;$f0gCuC zDuSQF633Bfweb;9m^Ta-Q#58%Zy9TZbEVN*=3Xn@tv-*&nJ6w&HbH8+LNEk>IgvH7D1P`uHhBKRq$ z;yA`+w>Se7v%<^76iwL_4Rb!?T9m2jM*+o(jZ`%^h5kHejF=O0!yPCVCQuRl6#huj zN3OL$P>c-JnJYTFRoE15l^GPB=5K5Q6lzPTYHo_LZJQ&7#%UuwQ+XdjMetLEB87GS z(7r%1c;RRuQ`OuQ#@2QiaV1`58c?VWrXu($80R@L2l7IJB7EKt zF@-vt!esGl9Kv*q99^J@4X3KPDP$^JVZ?>AEr$ZdzI9XtKSdI*MU$1MbAiIi!8k;8 zbT?;Hblvt4hj6Z}SQaQgji;))Ddrzz9Nk;CKCu9bTvsZBpJE?Ul$<-eA1J!q^AuBP zuqoPB6(EJX^5?HW(eD{m%}p_5;zW!Xnd$Ef6yx4d5&RTsNU>(wtPG%#t4R`5XtF7G z$}<|w=ia8uKryc2j{mB;DGd5wM2f{j5BC5H=cZHyKSc&o+`H+h02JDGkHq6>!KTP^ zD8nJ-t9;W0ieM+Inww&3l{OAQUq@F5CZB zden%5TZ4gOY&BKQP4U3(B~HZVoOT94vF;ZY!B3Hm6o+bdECz~k`L<#TEjGo^Ww&q$ z-Ie-G1B!$vR5drn(7@&Bi^6R>_&e%C85O}#aT_W6Ezq706t4|J#T43Xin!eCND-2K z{U%U28B^8V6qTjPNFg(N&pTL)Vg0BGeu{@k@j~5hD^M&@Kcl{MR5;byuz9Ay~BLb(cOwoanSJ!QY=1Ny#^?v zWDNeR=BD^4dk`u7JO&m3MQCFxf}i3&QaI_pv4gen*gsi3j@E37Xy407vB9VnUZ+h? zr>eOrhW{)@iZ(mraV_Sar6Tw#z9GeiNe#n+!p(EDm_m^u1I3pGatlPqMO!w7jLS_Ng8nph1)wMor>eOr z5_fgP&2V?sCm*0tjiMs>DHM=mxkda8pzz+(Urf=CO%d{$ah9|zBd!NfG}}Q{b5nRG zsvt$&JB_74(RM!-!B5c$DbBsTi&y>=)Puwn`fQ50nYp+Y!*3o+0gBOjR5dq+jO_x9 z*xSFo9Z;wlQW5+VDoEjSpnW2&#oW#*Vv6=`iZ-{e;SlcLJv{~}w)Cc|xhZUIE3n?xkXi4s42qos6SfWnODLpx9_eRdZ9sB*q~{kKir+ zU@fYws0eioAqFIK9LP@4`%#b^NcIo5Cg`4Xsx;$O6y1 zBbrbV{1kdf@w-CZ04Q3PMu^AJiB0jKgmI!~IQMv0Sc{2osA_JC0af-$;SNVyRa$VU102}>Q#0DKvB|#s^+FRzS;pNBGo8-1WQ+6oIo6kiu+6{#T%gdP7Cxhc9^y+w-5NmBEGA~A%D;HT(=6mhBh z8vupLo&qsNcQ(bgsvI0bzm=}#Krtf zk(k1mO%eZ-@td|tvp@a<8Pb}n=BB9eWVE?Sje9N!itvt91V4o>QiT6@ehL(pGtqAv@Q=ETw4}XE2KJ>mbP-F#D5&RV6kz#9N&NiSZo4rv?Vald( zdcrum!xpE02a1ymscLSDX~k-|7HeBC9Ss!SS5guD6qAr*%_KAYHMsR|u9%_^o5J=k z<6Lie`Lta?QCvh-b5qnL-NLnKqt(6>P-K-;5&RTWks|hhYB{Whyn<|~=(sRrQ)HSj z&bwn@KE$;+s!COJQw(b)g=_KixBHu#5Im(a~+rrr7eFao4`3(U)65 zVQNZM^H78`4z0mCql1BBo+TB*PZ5F?wwbRE0>z2XW5g5|Y>Fd$7}mRL(zFXu-1tpZ zb5nGTVO$%uA3moSQ2c4=^xpvZDHbAyR+m|qfFf~zq&UQqO_6?wajtjynYKMpM2Az= z+!Xef^0=d9=G;#P3Xdo%f}bK3DMBAhZvl$&eJ+bBI9^Gcc$u*s;@hmjYaqj|scLSD zv2Pk7MNL(XBT$qNqayezmLbKw(7_czan7VhOku@d3$1v@^{9JS+DwJD*lA8xb5nRu zK8Ehjn9&MxsMdj}L>1D=Q}2D2$r0~izw%7XB?kXb}kb5q1@UWya}5naQ9 z;`?$cf}bK1DJELjEdz>;v(>^x$HfpfMT48?aV_$O*x@}^<%Lu=H-$lNccf67V2p1r zR4=C@_$i{0;@=YT?~=`b;cEt|sS&pD(>$dkjn_MR=NYHkWEKgKgT7ltL^HFNd0 zR0KaoG*XoR8D9t#KW8r!Qw(KO^eARfoG;#{49A81BC493LQ9*`X%nBe#;XTmE2s#5 ziVaAyXsa4_+WbwKVhTGp#nIgiibnSqoCFGo9aJ?pMT;5daYv=OY%zo5qT2x~f}bJ= zDYTVqf?zF@vOb6@hOsHKJ~NIBE#;r`Kr!qFRn1LN_U1QI^lSfQEKu|+pd$DwHY3HL zhvvyZ@n($Sa?#Ok&!)J}^hK{FD~AKcS{JICo5FLUDIQv{AI0Gn&Wkgt2!4uKqVcHol*T~eJcO#|rm%5Yg%po+UD^P}w~}gDMrm zMaRWRHbufz#_y;W_g<&~MdlZ(nwz3bM;|Ht-Op75#rQu|1V2R*QoOHP77J_9Rl!nB zF^Wxbw2aYdv-|(VGuET3R5drn=sQW+qpmt`Z2}Y>w5SMvie#jClDx7lP>g>WBBpR; zQ^*CL#fkisYcT-UV$(aSnwz5Q0tKX4z2{dDP)z?uMetMXLW+{cecXWJ(2OHuiqUKe zQ)>oAv4O5XP*?|0)!Y=Zwp-2N1@nalFSY`O@&YP?pJESE_-O>*1B&Fk~qGvT#%}uex+#M+frgv2Zid%oE2!4uGq-ZAHdLpcav)ei`#W*%ag&Tw7k&@zZZ6t_9?2G zn_~aKDx?S=wV*9foVq|o@KYQ`icc!Tp2J$~onX3BbaXqjDVj2m3$@8w$AF@v2UX2Y zAvaqVeKED&IsB^0Pd_SxpCTP8(ngrc0!8vkUopi*Hbrw|##+eD{D@y~NV-5(b5ndj z!mwWXUM*Qzi+MMw2!4taNO5<3aR;C<+qy?gF^NraH-SO1uFJ~Kuoj(nQq|lPt}kqG zEhfxuhIe6Zrce?56d6dd$n98vIZzZtX7CArm`vQFEM@%x-GH5E1VJbR5drnxOrcYLZfKkHlVmN zhKk^)$U=(hiAVba#l?~5#T2e=ipQTBYtdw8ixsdI6%(jxZVI#B+W3QVZ72CNK(We= zir}ZXh!mY39LD?I?Pb4;Dcsl;6WTDY(}oQ_i)(SIF;&e?;Wcw0Qs^f<$7eVXHm4%^ zDJ~<0rM^6#ck3c{ONo9ltyG@x`>9o^_vPn_{9lNzvVqF6ZX3Y8r+^ z=vPp#*1Ila#JI?JiWmCQ8T=qWa3tZE*XjaD)eh9Qyy*wUoX~v=HyF|9S(kLDGye7&Q1iS| z_+`pzMvWf;T6#Y^t)B0IUWj0P2QasRf z-*!BKL*;;`V{V=w0Aug!HSh6(Dn6v4b)}IeGGD}8s2Mg-9Q3*o!YG!wu=rD z`Z-Y6@D3c-|87~A+EMfKCdH|#bn4%~2WoR}CU(OsGa6)B*X11vZ=a-iI-SlF_Ce6F zZUdkxlq#RVreJxNj^u3$C2w*1#;+-B37?03a+yw%?319{k6Nceqjaj#mHScK@o#f{ zKPjs52OP;|qnjI{tE`r5MU`_m%GwEqIobTf{0KD4ZB6J5-Z_!_fg@SztS${8Bb=+< zL?D+rK6sOUvIxsBFLO)<5aT&?IXB22r!%;?Gt1-}0?6)VbOtYor4IIthbD%R0Mg>v zxhxS#2FDjlY^)i5evwO(9Dt0uMwfGgeErf%7gl77l~zXp$-PZy@PdT)Ly#S}qLuo|$hv;%{5Z2bJxw>{SfJ9`{8N47_&IlrxbkGsn zUWLNzKoLllZha26HfF5NHk}e3Kx*BE4iX`;9NcRx!@+kh#wUS;O?%TBe{=A~B8G#1 zd;Ez9v=J6`nj{Vmcgj})2P+MugZ|0EGR3bagM+`0r4#ube04Iz!M3j__67&LPo;B& zIe4k`d`ocfb5A-#LI=0~efSwTI5M2hVmtWxzTUVQuiV}`3s&sgF1o%R2fqs*hC%u} zt{H%XhaIGYggTftyt&sBVk~Qq!~g#iIr!;uI`!`kK4!NE9qcT9+6x@4kwxbTa&TzI zd2G{n-F4SOQ+St6NAfm>5?`FYfIPd!;NYhDbc$pSwov+_0*%t_PVY^k{*uJ;jgci% z&#+NGvk#a9UFB3UT`sUuI?TQl19LL%HJ!mbCsOlqPKHDrlLHXdv5h{7Kw>yP3gNMx z;o!bc?+ z)7RMtKq`~za)BVT~d_{f`hS zBzx{2Kzgh@oC*>lu^gPfh~Z#)tz`qj!K*sZ84^2qZO-B2fR@*dPLssJon_3QfP*LX zp@aU(!PPH2HwOpHThoaWI9TV#YJ6Ne+Mdo4=HT@vp3>mpU1R772_1am$mI{<;KlxQ z7TdvDqa$!LcD(V)8CI+)ny#g?nBA(k8oPxd`Mr$LrrO?ma*do$im(!6qeixj>NVxvx=O z6>sPaUJ$(;1o`m8_Y{ESPf#xvfjs1RU$;n&;b8ZKfd^nkKFy}fxj~WxwM}3}Jnucb z0V|?BpU&U~$$E?+G9{n!qWY>k1Fe47ZmnF77c8?sGJX{eP@XjbK+<2)<=h~wt+i{Q z&3XX&{)x`u1({lbAO*nzub}N!C#231ffV(t&%x30j7`?!taJ}RT5y&Q5+Si1Jbp97 z!8*UD{s9M%zeZix-@AAa9Q>|~PL#mG z8b5vd!+G$>H*}6L2YavXnFtQntfnI*bZ|)2mM7rgg-s4pn~Ck<)}xQ(X4GwQ%obMc zk|AARkAq#*u42%P^O>38;B&@wkWdG+hG#ayYl3C%arpm#A_sr%OQ-(b!Tx1(*q1x+ z>GTa8yvmx+6Xf8e?}O06FJ(5^KvOt4jE>}O3h%3M`WoI*D+34rbfi-xbMS9Fg&WZE z&GYtTi26$w#~ZgV&0paZrFHE)2)c@O8C@>0Q5HOzmJf4svXai=ofD}aI46gdhgt*3 zER#l>e`-5^I>#%LfkPM|=22e90OaIAx?CVg_OfT005ZXz&fo>PEjt(l*!61GGXQ!0 zZflSTWFN;nZ6~iYF5&95?p+KZKQ-g1a)BT#tjAsikRm-ggBK*J5rXVD2*PX8x_y-I zi$D@MUP3BuS&m!FwN)=o0C_u@E*A*W>6@z;fXF%08N49=>ImYupi&Fkp8nM4-$Wp} zcJ(>9D~2Tg|++u4_{ zuSZ>Bebq4NbL8qtpsuWebdXSWv4(f?!?)w0E=@Z+_3!G+KGFvd8OxGyiJ&fDM>+4KM@-~G?W1PO2O=01nt}d>0ie&0i4R_lIjq-ZHyp^K}w3|^4XehAWL&UjA%@j78KxIwMD3OHUEI3D)~ zH|@-vh(oX_Lu8o1+ zZWBNj0;WjaTKgNvWhi4r*2V_Dy?_!0|(oDq$4DB@am|3Yr(-*4d+pt ziS1zR?yYb$x=!4UKL|@()AjW@c=lMvFUw_KvB}`zkdAbaPzSSycgxdB8yu`*M5q4U z!FuM7c*yk9?K~13JjsmC6Xf8C;V03-E*B42KvP&ckdEYS3eQL2Iy4xhJQ^HqG?Y$} z%)x;%i5}1>f4@JVCsW(;&v>#MrL`>MaboqNomZi&>rY7?*GtW@m2&kZw2Va)BT{=B{x9kXO&?3|^3_vk+u^tLZu* zs%TZmMIw-#IrTYs-^qvAP>vkPc>_poP3RyI63fBc4l^8lKCmJf9K5qXoguM03@}P&fo=+nvWn4)_?B+2Wf6)>;e(U=TK=jN$_>X$yUw~3uee0&A*`|t8#p%r|e~VZSg-h3`;?#)@ zsty{jYJkeugh&!mv0Q9Bk>TQqt*^Z;>V`AQV~(q$b$=p6Vi_0xZl4Hrc7upGNo?%3 z*hd+<=0STR>7R7GZk3N8cxSv55h;O>U)uSbLA!F9OauuN^3Kkc;REU>e(KN6)@&6RcamC?cR9C#S5Pi2GZ~E#>@> zx}juVs)<*exQR#-DrMFHpHBLkJg_cSYX8L)#Tki2?BA_yczPLjYL(rE9)s!vttWJg zQ*5=52o$7csZ$lGR@Z4r~gaSGd1Ji=GMk~4@H$;8}6?bc}a>SLU`vTBLe3||7TDMuzU*I zpDJRx9m&CBznIZ5@9H|?_h>d8BkBdRjBb0sDX?f=AVPRqk|L4i`_a*Xz%pyZEEW0M zb-5hP!Qyh3d5*m9EB6a>%MuZdEQV4SKSJ}!I_w!LVp$(k zuhL`|Gw!lJzd2_j>^9Y(L=v~sGzKt~7V1>96_oZ^b{0JxiIrw>OB-9Ga$_P+5~ax; zwDJI@J!noO{gcuh4(PN6rEO?UL`tBvH*>z80HxhFAcBM`&9uei6QH!h?nH)!N?Y3M z`K3BL_j@CTfRFGlNQa$DF>w$dl5-OmBt$2m(fmr zL1{MwiP*m@%`bQzDy{!V-5^j}?m{9^kkY(IHo$LqWt@wMffk_=PGs`7h_*2}g~uHS z9e~RZXV(%jk||C4Qq^~8oqmrBSBlzA#{b(*8>QAtvfh4yfmTWi(#@pW%DR4fjnniZ z_lgoUnfuR)dV#Iedqmbbn3vaYi4fj-@n_6Sla*D=fW_#;%@-n;)L0G{J;RsCqMTlE z99VkD-=gaUvi$laa|~EwREZE?mhrK;#&PRXngfgbF`q#SwMt7$;9#+u&v>U;FMX39 zu$<2)>IJea)jd1~Si+tXA-pV>3CI#ypmq*eCjXefSHu#N#KCf)G2;oSo+e6oZsx4A zfUXzFvORmoUSK({O@#2WbWB2)ff3Sq&(%p*8H|g+X7TfEVTDT9 z6GmnkqbnSFg?fUJ~#||9(IGskWkO}H1<@0p0|_|VQf85HVMI9 zxp|Ju9ay)0Qhk`a(l5x>+htmCfNPMapYMPD+~^tObSdHT#8seYD@7tnsGeB^ywT>X zBk1{oCK3C0JrA}|z+S!j-Kg21=bP<_KtXzr2~a^jOV4p#1TErMS0an;rVMrU*JnD;ANN(m3A-pUl zDafMV!L1{(ShSjDsZ^`9=Z861`W|Dv-JCEHt9_Xr7i8x9093P+c1N8h;n@IX6J?C^!YXW+fZ%;%@pywrr`v!xar*tKP zgz5Q(l*w;n`5J!j9)tJY)E zoq!n`pl4GbB1x#8Sp&TCyMra@`DG9h`*%GLYr7xyEVogACg^# zPz{0>F?|J*$=f2PAHgZ?wpAt<^qjVqh>=Xs%UZXY2(8myX-B50-8?+T(K@d-XFMQV z@Uk`jxt$AIM7_Y)d3wx(JeZe?c0>s8yrdn&d2!ckuMaGu-xz?LU>tXPa?~U2HWt0u!H)cc_Nmq(;O_LS~4yO`|gj! z58tP>A?gLP9AA<(A6T|^AwqarLQf-0WM|u#xGv$Ek3}r$=Q&s|&SzZJ7(MS9{@J;# za-v=!OOCl^39#gSB0_jsW}Ziu!d)A0Ln9m+bxE#K?H-HDs#nh)y%=ACYUg736Ml58 zI7B3gs91V_bDyE-4l|>xLC>0}h!BbOe0Rx@DL@x+fryht&pGGK`+%N@+#r(vNzYOF zpLc+sgYFQK66pD+|H1B{=ZMEdkT5-m8q7!rJ+CPxG9=XVWZ7kpLC;EGh%mOEKW*KB zyYlpt&ZlABnyFr9?n=(H=Z(L%VbY|@dv!q1H(C%$LiNlVphvDbo;_#j5wU;QbJK<= zP|snWkpn=_0}Y8lL3;kysx#`@!N2!cXb~%oiA>%Wp_7GE_(UNr2K4OHmxz%}&(*Ch z+d=De8g4n={Th)shB&hbH6gLevXvol~q2n!&uB^&vud=Vjz2oEMuG zJ!Sw)=N7AviC7Y@aj?8O$+!~m!g&Us&pdM>>IJgA>)x9U}zL3hT}0o4Y1uYqd6Niv_kM z=RSmplSFC#^(KD-rNxXSlKx3)5zmA1QyLi)h)4;P_OfzU2q?|SjR+E^v`&XRYJ<|2 z%px)*R9dBxg)S&R@%nL3=xej{XG}fZNYXTpq?|%<&6&D{#I;yLk^U7d=HT% zRB5aMc5%4z4$e5+942D_t~A3}7qKT8>+YQeN{h%K0tG3}*4UJxv<@wwLW?+(MP%}} zh|F6!g`IkIkOig1Un629Q<|AnuV&CX@9S!<6SbS=c^s{ir2(1HKX_lTpfgb~uyuY{ z(;W))aIO1`sQ-Gpkc1>NYo2t$!S>p z4OqUJ5FxxQ@9!W>(-<8dl&RnHV)$qy##1+oNLI}HIA zn#8UE@gQeSH#=Ylfh1WL#%d8rrULecC5AzxW%V33E zdJw!US&xyW;k-?y&eiuW} z#YGRlfSxDyBSIwB^RXWT-GDCKnuwD`Q&egHl9u_u!LNzZe=El= z_2_xF&IwFPF?gAQ=!MCOxHn+C_G7I^0tUsPjLzlKe>n>=XsM_1_Pf}UGlvM>;}n}Q;a z*2#JVY0~zL!O&zj-zMq>woXI!jU8ZKjyxekc;{tb5zb4ujGhaCWz3k26(W}GQVtfU zp^S$4@kqf3U`g3R)C**>c&>W{SoS9qA-pWnrO0yX^kICQDzo{^=OUIfFF9B)sxy=p z(>-n+uxt+^>IJg+$N$a-mLY425MGv$m&g)${sg`;`0Hzzp(?dXORL~uvAOgf55>r* z`Y5t0xvq4*K$eBOqW=I(7gZvJmt|@Nvg{hKWeAOMyUemRB9_R?di7jBgYg&1)|_=n zgcb7ZN+gM>SbCmQ$(EA|fTw^LMMyHlXLe&P0$fJ>O`VG6(eR=SE~msOK*=W}QIK8eT*gThFH_ zrsJ**ZsIix)@|hqBA^~UujqUclk7juv;aNdi6WAO>X|jb(HpzOfSyyf5V3#P^N2Hy zrycZeUPC?K-9ZEj(zD*sF?jY|mDvyPOTODrWb(F%7L_=K6MPNver?~QM2uv5?y@v} zG$<`c{q%WJyV+I6(K;7?V%+1@@V$pmJAc(9>IJsW9qPlDKNvVyAWOrSv+RLok`58V%hKWtvY2Zv?*S|Z zXSbD!SVDhruw47YxKKa(!fCwsysc>>T`!R3-Y7$7VELp&gz&OR{XiDeMPtrDBWymp zYvX3Md+fpgS;UPnz}3^YyL*tk3;CYF+joqI#5%hSv4j=MpGzc(s91Vd&}8Vj(~+2P z(DR9|S^Hs!7og`yF+|co>A4~%eIV#rJCTT#K+jgs)2l$w z8}|}H!t|VcxP39`IU|k8kWkNF5qpC`&*|5QFt(m^;u%j7bPP4^1M6o0j0mVl&(HcW zuFT5aR9^;qu6Ru(3Dq-efZxhvQb5mhKM}Ei*Yo>GMt`%8^0@$K&ue}Yfx`4`>WX>} z?X)P#Rg9lfhB3p^)n)t@}&*fFIGKI zWSnuT1;0xLmL)rgdVwsrcc&Et%b0^i2tSL|5cn$s%WrPS_nz07?rf=6tAWCB4wl#? z#^Y2WpK`AP%f@{~y+D>WZsFH}r7E2W;bkdofGjp%Ujv|dTyXSSCt}&TszH59Yp22Z z+j^6}UK|ZnO*4ojZlxuwFq9VJziSdG?QRwkBC*mIWL0_r-Mi~VoFqz%^K2OgO3S@N zB>j`pRFmg_1f{JkA|fSFn%~V?_?5X4xG#7WYEHK|^2&2J7CU1+_DT^(lho`e2DD9vF z5hIz>`Z%2S0}UjMxECvGH@E-aZdmWv9^1ueol`Ho!!u5Q7ouKZ>wNDYxd!Ity$=z> zJ1@5x^P)HK+IV0&G(E6d#BzBp2g_~dm+T|Tjtqr{nZ1yx7sxVUf~_{N{E8q#cv&tt z#5Fe2$-=X=Z4YlctJf+mV?75;vLj<%wgtTG3@qcShrx?;lp$hC-NeDNcq!vCxBTxP*8t1i5k$Q}7VD8KP|s~95h1)RsY=N5d;HVK z&ech5*t^(Z_IOXY3{;LDM3RV#b;jvX$k6j@FB^5xvz#9hBC(!- zn@&NxxDX;v5r1i3k#=XTx|S zHPG|!L?S~%J#RFWX#slHK1GDF_3Wn0cp{>F=g^(7D{bx(0rlwFV+!Nu&5=9p6+zEO zo)Sqy^~@UJ^+pO!LC>9D5wU;Q^W|sK_y>Jz-nEkkJ)eG01PapgAdQ8n=Y`*%7D2l^ z_?^h)Z4qyku|?cEaTxy!g`spY-6AB@v;D%$anL$nOdDzy= z#{!~WVCyU~>xYk1Em=u~@Xkw8Bb*m0oeRf+A%j8x9#Jol zWr(L)KCsvp6Cu1T5h}>?$azL3u-F~XbJD0)+Rt4aEZhAnQDnA#&L;uOh?_*cK$a=C z9=59ZvS4;^M#f~kT5;xcJS{9dNyxIWJsvzXO5}HpyxjWh%mOE2Ty*6XU}KPEewNo z+dG~Js7KGk{1`W)hB)?!20iCaC6a{dnKeL#0q$2p&(gDq*uU%f_zVTqv*FXpv7qN} zK}4V+J>O6XM?Hthf8GHtLTwR|$=f2#)UZW-YpC53&YsJ|i5SWB{OiK;q0lpZ%QVAJ-b1O!W?;USR9I{MZ}sac(?7gz(ObzdFu~L8Z(oV6pD++(oli z1J6@ASlY`o?h76(I1+t`B!VZ6twS4q?hWSPC!Yy#|8w=YBpFU$BA$l^V7feEnmRVa8TV#!VCU@_KW zyuyFo}=cRUx z$EhCHT>b;QZTmVRNkqlc^R?#;Jumwzw;uHTVk;3Mv7R$0{`v-V{dW>^lIXczm;8O8 z=hA~j(m(0B(E&A0(DV8XB2of99}Jq?7WAxjkq8o|XW1<`G(gYya)=BG_1t;)`QD)C z78OJoThCS77*FuDFw??srmaUvGFhG!0lxz7zEVSyX0fngdIQ><)Smyeu8{ zkY(AXJP&C4`nDCZB9;f2>Q$Po2ICn=rDxml>)T7`5J}uhJ3N=6v~#7&uRv+7Lx~WH zmDViqj0(_wUPZ)7qO={Y?~eebrEesX{z+;1bC=)~!huOdqy$R4^mP6WP+IR)B1o9h zObbW01Emc(L1aj%v|%r%9RQ`>%q7CuN^4Z~6-AVKJsCfg`SCRoP|q2s`!G4&-`xg$ zCC!@0*~sBH1_eaVSV>#y%TSX*Vaf zISnl$q6v}7+aeyc!6`Ic^=B3+ElGojkxXeh`cHkKbuL>|xm(n35-xMJPUX3bCxnj= zZ8Zm4=bz0)y};Jl=9*y+%!_jp5yCq!I&E=Yb{;yH4J?OqhsbKxY9KnBgGJGc@i^7< z4;^%XrO|7mULecpE1r(Pa;TaJ;bl?LN0zSg_dS7SqQ!d;5zF#i4wl^tj0?h(r6Z;T zi|+`cULecHIcIMHi_0V;gqKCO1G31(Z^FmiB7}EdDjD-)-*zs( z$NAtwUXqBVhTx0!!Kbo*E zveLOSI<*=oc*4OV`-pKt_-6GzO<-A|O4JKvNy+(!H!!mFh!9?ug09HYWyaINz%uK* z_B0Vob}+dhhprdM@_u1AD_EBW_CyFTOLli;@!6|*5d;>$L3f*o zrL?48J%31fi`QzxGRNbOj<+X>BoP%$&%-kOv7`9MdOCrg_h%6y66<+Ox8i0%H|#nQ zCyAa@V~^beJ)7MjlKx50o)?X3K+h8jiAV|bTwu`WE9m)D84)B*&xam1t^qwqy&*Cr z)N`@&Heb-QN`qGPref>4rn@}u${Tj>O<~>C^@xCa^xR{TDkf!bk52?W#~BbwLiNlV zpo97BOwezq`lT4-;iQ3JXGLF`19>>tY5X%Qkp>^h36ZHaH=bR9! zy)ZA|MiL>s^KzyK&P&<|vlGB_G^3-rZmrVNUU9If6*A7AZ8LY_x1G&C67>RE!gs%H z1uTZYh!9?uG!tYwrmX4)Ebo&)CyQ8iz2RWFn!xyma2LP8a99_aBSgJGmi!(QcLGbF zvqT6l%dTF?;<)V?J`*4xKea)t+I5M2$H8*fjQh9VBziu5`IH>!+4K^T^iO)uT^CgddRE9KA|=rC z#C1VaLC+@(h#+Bl)|s{XC+IosDUl(eo-lLO<3ZA`bL?ec-P*|Y zVeU%K`?XuAY2yBFdhJ;k(DUs^M3PWFvj(X2=aOlA@nE{1x+oA@L`VlBleb0eWweOaHdBs+o~LvrVkFbEQHjzt&_KJ#=JQ4E zCh`+U>wN!|@d(ni$5|tw$(-nHLDvgxo&Cao;!9d1O^FcRd5JW`t!29U^)%R|e$5Vl z6tRSUt+#a+b*#ZN8`*|hkwCR>B$343Iw$5ZTBoK@wLG-W6%&XMiCbr2ToZGkJMBuu zNzyvK-=wsH)@d?}NcyMNxz|-a8(L@YKq69t)+u%L$_Hqj<_m}*VXbrdY&-nZ-_OH{ z3<+E3m?jrHLhDqGB*NIOGxJ1K+?5s6KD2~&^N%3{>N&FsKFWMfW2kRDv`({lB1vfL zWDRg=%g`^-I-e&Kv43x!&MUiP>)fQ4nhC9Qb_x+FsC8=XIEbyY+u~9eXr1!Mh)muV z5!w$IV`DpwzR)@gP7yJZwaz4I+g#Wg%|@ot?MA@PP}vuSf4!#tcp^YBQ}EUgYQW^^ OLc~bMG&1-4wf_MQTsd3- literal 0 HcmV?d00001 diff --git a/utils/logs/study_0/librispeech_deepspeech_norm_and_spec_aug_jax/trial_1/events.out.tfevents.1710205640.a59adbb8503a.1498.0.v2 b/utils/logs/study_0/librispeech_deepspeech_norm_and_spec_aug_jax/trial_1/events.out.tfevents.1710205640.a59adbb8503a.1498.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..9f033f0b4a9260ae9d9189ec41773331a81f3b38 GIT binary patch literal 72724 zcmbWAc~}nX8^s;44_xHL#&ogs>-kJBE$wErQVjQeO>(Ldir_H zRehMC*yT@JMdGyqO3N*JXI7^fXp7p3WWBt7eQiXF(yCHAvbnpvP$%>Azwx3X?l(8{RnT)y>b-o8M3G>{9Hpx9N9Xxkfsrhdv$3)aa)RM@VJ#Uta#{#!mK3*Qorb}rZz&$fuP!k?(Xwu>~e^O)-5J8#M?Pha2vA51QOp0k9T>!*JFljWb# zQ6BT%l%&j=&>o_0qUL1i|Npxe#QjrbgFSBDx6RzHF>)|oWr~2G;ard4#+wZ?k;I-4swdJ<1f08a3UKLdp~5}$|sz{A@9 zX!?5?BfkuoYWh%oby0)|qxt}|4zM1>jG2f!uZK#pi2_iZTqE~UOd-P`?Cy;@6iVZC zTLZQoM+1+#M+7qnHR`3Mo9r)fX@Q0Tl7QEF=^S_!K+)eZ{>{iw;f& zieCMhYC1(&vzbUC?RNY-P#he_Lq;kSmrR2+|1O zq1_iKmIgBs!W2^2N11x;MxY3J7$%`m;!{{ezQ*cJiK+HL(c=wMO{bXprWI1SEf_i& zD00i02w@6k>?1_f?GaGKN#BrAi1-w}6*v^X?H(xsMZ-o+HJ#$@G&Q7{5p&)QC?2UX z5yBK&NMT!Xez-*le>MVLJkAxvS9 zeHfLxTmuUCok}QwB4=s6M-Tyk%)G?lIMLii#nxkz#MFanpdp;~5hnOyPrlOkAY= z94Ouu=zJ2N-O7B5+cT1}db?cvt3dJk9aBxGaFohJis0Yh41i)s1rs4m5rBPkGw-z? zD14_+lu)SfDf~a~$LiC8S2Ka4cs^52r)b^l5>l9qn}fbEU(Q4bQv_ijO2P5?2_*H% z772wapW@k--B{iJmV*vZ?8{)P=@dhLBp^k>^^dNw7Z)!w5yBLq*vII_j@qynmtw9- zD4OvptVVOH6GBZ!1I4@}Of{WixJwvPEIBoMC{X-5!9)mCgd@f0nQI3Dgdn>~77cP<&>J)vL~q z%?FBS6Vcu&mxd zu|0-)45wD6m9twgVw2IwM%+f8Bka+ zVXEmAd1>8{V(!Y_oq=L-AQK@>!MV-}IF?fc6mre4ODNR&6v_Kkkz(J3X>vf3rOi~+ zDIS(fBZbL6yX!#lzB3acOi_S+j0g!b28#H0@}I@$g$AD@%dIh1+h{+03KXLam})wO z>xneH6Fw(Dbs$h!88Z>W6mPJPo9k~~2a1E4mJ$k0K1Kfod90Q%nwA9=9WFD~bc)?7 zo=EW{%p?vdTHRtIgegj~j}6TmiGX6KlfQ(b9iPIzR2r*auiO>|6p2%rYC45X%q#o` z=IpDLje$aLHWMLC@df+P&5PIz6yF;pNhq}V6nfKTu-fd`AzPsEZOT;BDOAoMLWYoFO zj~AH;VG3CcaXq~=2Ph7G(yA1n-8y`VR$iPVYQU>UTYzHjPo|nqVU?fGX&~o?K2WI3 zYya1PFohz9%%9%k22d1Ta*~AT@+s2wIY-ooNdtNSMXx(dHJ#%9iTl`qQdl|O1JQlN zLBQRA+J76XNi4pU91XsarRGwRx=-6vr$l1-Ti zVG3oWFg&sA0Z{B$x+bA$&!-q3Du)!GkC!R}#SAs3noiLwUKc4&FUn8=ioKdlgfN8~ zQoN7NS_~8ybmXeU=S2rT#phU#FI*ZN3I>WGL#CQek?++FDQ-kX9s>#wGbTcqq7_oS z6#Z}pipyOrBorO_6w6vG;$G-~aBc$>8s;#IE%64DG zXLn~l#kSl=NMSngpPxX{yMfk!)pUx?Q*KC6rD-`CC>A$jB7`ZrAVsV2j3q!}+Q~`M zM;AUtm0=U4Xk@w)@6*mUVXEmAvm-o^!s^8A+d$F29}^)=(G4k1PMY2qC|)hyETJ&u zQ!KOOTwh$h({U{9#fcE6noc2WH4Q10j>xqIiVxvTgfN8(QrwYRj(7gkCSR3MbmdbN zjpR@qnw9$nD2%ubNH~(28?J1s=cI5B6e&5)&az(HAK!-~Rdq6g#i7D9p=WODK%_6qmvjaMJckj#CGU zr9YW!Iz_ zQLMvM($95-2>|GSzg7 z?GL4pqWzMG=0MS1kBJbba7Bu6m!?~QLfy8ngrXOpVx*`FDOOJP9Sjr|BbjPC#hBpz z*uYln`I~@Z+XN;;m|`l1bbCB)JWwp@>nEY;&8Ilpuo5Yr7pGVNg|{73O{XZ2fCm}`unF$h#K75Lo@t={xwc*b1K;bo?sisp{%Q#^J<|Zve zfMVYYCPJ9P3q!7N=(hs)qW`E@5{kZjiu7Zgy^vZJGXN;AO=ha;6hG$_VFOyuwh2HH zRba@37p=wMuog#Z@5K<)DiY#C+wrDUB!W65JV(f|s z`1>g1QN9uiTRz22=PyWMpJti>6n>MKYC6S$+{H*yZqO0Gg_-;h6Cq3yh!p#7%ASI~ z=oB6=q3F-2xO=h!DZV{Bh`$3FwU?=;Q+$%;TwfSJKZV~;7RECX!W2PBv8HmxMWE=F z`%*$NfKPF<-zTKF+-SgW*bAp;Of{XNd}|xri-LD8!{CU@D`FyqDT0yWe0cb2pvdW| z@k@Mm59Cu!y;+JBp7I0ifa0(XQ%$EZ8u}I+aNgxS7bw0CVpTBS)xIscO zh)rNk?HXv?pGcPz>f% zC^&E^?rcoO-wlR(Fx7Ml$Nner2E^m$o+YpsnzNY*VT#R2F~n_?3sA(A{FYD*;Zx+@ zF2=q1G;^UF>_xjOrkYMMH?%c2a7Ta6L7?a$CG}f;Vh%A7rU=83rx%0ufx_slxg=yL zpQ3R*hax0@L3^Nhc$KN9QykD6fDL@v>3kn34&^ct!W7#uq-X1j2|yvbKSx3_j8C!K znM0BFF#*4Y8T*o{rc*Tdyc8SQH6bkxDLya}!W7{cvLvc(J5U_xb4WrloKLZ1ABUoE z`-Bs)7kUGkYC1)i-<%;izu2W6P(+VlB7`X-kfOz-e)vtXndS=##Rxt{bj({kFEpNg z#OsS&223@bqC{~!HgKU(rvXq{nlcf>6pySmrkYNXcW)my&?Wu?o)?C$OoT8+G=^x5N(}^x#wHsi6r=bQV`ARm5mlT#unSN; zv1O|16iWh{*`1hoSwbB7`Yok;1RXw3e_J=CQve6l3@lvsS%E3Yp-adtfgD(wS;H z#r}?*L;B*D6!Ewe--`qO1&Wj*FC~3A@+lsfK1YfJE5G8eAFn$y)pUx* zy?S8-0rRFy1H}_pCPJ7Z5ktlp^|=HT%g(CHh|i1hdnx0 zoQHyDsXG1(6o!+T2w{p8qR?yey%Z$fxLJ%%K=@?W6}#+`7e7(+VSyVHAxx2uA=%f5C&6A^3pbZgOyW~KF@AzaR9WkRzkot|A5%@I2=unZ24W3n z#lT(^CNmMj6els{RMcPtptuw_M?x`~PqDd*LvdPL-VrEz9b>BL6oa~Qz7cD3!lPfI)|cjdE#xLn3l#=(1y30~`|&3_@GaOG3D4|t46l+(zkcqixFDyEuF;pD}+?%sI&?OUMOzMhE? zrpQ8y``-ubhP@cxR9#klcDwN@9CIHb#UkH}6|fgu+A`I2ilTd*uSef1f52Z*^wwh{ zgelG;MZc%>LV%)$$v6qc6h6hfQ~5|yzR$ZCP~=-M)pQEIx9zcke=9z;guU2h$3zHI zT)>cuH%j|};=0ZT357eKLc@YX@l;w3uP-heGSzg7?^mR-0iVGG@u|aDGbTcq;u40O zabJ$_pb*`^B%zqfr)aDD0Qcgzv3wKQi?Pp{YC6TJiAT`gnd*&LqJr`=uYfft5aafc8#*R`UduMwxTUj_^EkGg&QUlg8DA2&r|rr^ zW`8n9I);2ys+`Pb2!njX??IC1kDLP_3C$O$i$UH{-oCWo=_rDP?+-c#Aa6Ud<#dpc z+vhOjY-LUp07>q_W(b2U!pATjy7W)$ zvhK>}P+tZ5@6kR8H+}Z2xqbhvd3M^~(MqyC*@$|+3)FIGNnE!-SzABfa#5Nxg3aQ; z4AfTf1RjhbcH>oG$0}y9^)IP$($G><#vm`6dQQ zQ?JRv)AmN=EZ47GhadD7>|le$NIVC(zj@LECdjzX%cg>ZJI1mZwK@3uq^sDG^J(1$ zfHpFbO{>Ads)2X0t&J&r_ke>d)7YTDa&U_F*OuVm*=N~AVFyp&xd#y^=$*n>ycJ(% zbEpoU)GrO;roH#?0}dXY$41oC!QW49@`XxgGZ^cL3MR7uf62C4tv4DW*Tg2?GE1M^#~n&(J`&Rn^z|X zTfIw12b+dOzJQ?+*^P}9911?}xO`DVuO)$l7C$bTzgP=0wb(E3C5#E+)D zW90c<8ys?`w-?NSLFx6LEvFC4p~uHz#>}pXA7M?tR*F<4oUMPU%7%$%| z1_`6Q6r#z5-q=LM^2Q1Pa>s`)r-P)65-`I?IpQ{eSTAKW1VN%h5F{p5Q5HZ3ce^h7 zSiK`bl&APdZ|s9jSjaaj0FdXC_{*8{9(L!~{4FKsdip>xNv5G{H;8{y`VOp$g z*<*zmB-5ZKby?jVfm3wwn`a(?QBc9@F|hs4Hw58&OYny|kEf9@I5BfX(8otF>(q9*jR7W!k}xomk7( z*Kql0D;2>Bn*7)d)OB$a8&p?y@!G4L*>47@>+()EwRUy2yVV%4NT#Qbv;uYY-^b?F zNnKewEpa!u2Hji(LqRc#jT9UT1)R6dFRdE&1=JOg&Zg8)U4tHHWWk^;FZ9|Vo-aQr zFQ;gb%=tSfBgW5;hpA#+%9hgyWn_*#4oVAALJX`)+z&QGcufxDAr;y``89x?INzyE z3{pyYo4_734#=2Jj|~B&O51=br-KY><%%F1Z!8r7h_xY`AqWzXfgm?Za-9Jrb>jZ9 zrPbB7g#dDNF`FR>qIDHPoI8$J1Q3h% z87IUb4=B&;#(NoH6T1&yw*nA#H@2J(lDUoZsp#f2pIrbFJ(JB41j%}cAa9K4&4#fz z%W;^fta?XInb+jtP>W8egQnW^M1T~zmJJdk@h%_BKRDt9c@vl+1r9b1XESPZ@cNF+ zup_hPDV+eVB9=|7!NI$dHeg$gzTEW!2P-GBL4W1oyq`hN;NZkeHc{BY&wh19ME_+f zx!~YM*=!Eg!39^wBi!Omb7p{pW$v;O^>pwlkFv4g;0?uW7T>}8gO1_Bc=?ByJ?z*9 zh2flok$U;)(|~h&p8Pq{4jg>BDH~K*2lLv?*nM^aIM}E)n_9br{Z1I7gP&NOSp*JN z(_{1MPd4RjuLC#-Miy0PkAErvF8Cy;tl$}f6aoE08?->MZ;%CKX2(F21F|LXJvV<)F zvaG98v=}6d^2BY9Z98nD@zd>R0i@kvwww-9)G-7z3~k+G0i@>`HbW3Z>KlS|7_Nr* zqW4X2EB~o_;-^v`ksNV|vm@^oZNgi)9~Q9Xbdcg1RtVx*)pIj|9ACv|2!h;_#lJK0 ztxxA=upzgNTYWG2^w`md60H{W+T<2ol{0 zL6*47slwRPpVD-*806f*njEZ{sfs!naJqvpAQ`P@gTzQY2k&penIN;@wQ2?q4&20M z)aKxuTc=`2X+IjS0JP7$*t8lP>|?ha2ixwj?}^}G%R_9?Upctvtk@^u;Ota3QP{y1 z&s!m4haKJVjmF2%usKu*dwcXlIE#DTj)Q}r=CBdub0UzWe<<28GTN1%iW%zOzAfbuh0zcsh@*ew7N0{ z24&$q>k{#NiKIN_cvnjchupNA|KP>SzBOz)eNaw1rj8l=e>`)7HEFb!%@AA@AI{&Z z>g0W65`eh7uN+lgt*%hYQ)wk#^stF$$9Cnxczo^8meWBROk0H+J3A(A1(1U)*$hDt zD|Ou517F8(1rS3~^OItbRg}kw20d(pO~k})ivy4znrt~8WcMY`cgl}l-c1A$QCBuY z5JXuIK@ zR}a~dOf$8q%kbW4?C9aiVEkg$w+Wk8gSsvq@W!?*2KRpq>T1!74f-o}z3^Bu3)EGm z%_a(~E9)j_(SLb6ZiLH6-_C3fRb36P86sT6XM@{=x*|>3h=+;X-U%pVDj`QEl`FwtCUjA{IDvQRl<@7=6vTYp>+vZWvU13euy0967 zYf{h|*FR_1Ie^^Utuadsl1q7DpyXR~Y+}&L1rY$!JBcl)gXEMY4*t1^&8W@6#*>DigD;+w)&jH@huO3m9BescI<_@)qRUNi@Q_qC=&u|+%rpER zIQaM}Hc{BYch}1zV*k9V@!;U3OKc9+!P+Jr5iZ1Rd?+~B@D>|UPX`yyOKJ)Z-u#x$ z;yYNY1LqI1_B6fL4R-878Cze2gOg>A@TfklH}fVqxXD*GsICs?wHIZh5DX4BkXg)} zE44eg@?Ic1*rorSp5WkS4cWXpIk;6|67J@(W+m5QD7;i-BL#;-s{y!t%lx%2fP+73 zuqpL(@Z`dfM=&VcD-0?T&zEcu{&O(FL)zkyTXyxN6igL6O}3mqC=a%oh#66L4t9ez zQP5{I1lL4sD6Yw?g3+1)a>&r$p|VuXTgkPtfz>S)t_2&gN#hz+W%x_Ip!4Voth>PjqQ zQ)^e(cZKb!uD}lie}TF#ePi?Lq^{@}7jZYIh~)7{B3TV8nbTQtD5SgM^8NCUI|k~~ zZ^)+9PhE?~sb7Ubc|K~Ojd;Gq&fyPA%L|-AsdHrhWtb|CNo+ZNP*xmVh=cN%&Y-t2 zD1V-2GX&QpbPBGCO80m#0BQ1|$6hf=_&h$y-m4sSEgN{I5%B>|I)ugU>tP#IxW0uJi~%vh-nt#7Ml$ z$Lt8mbHV0q5!FfD!L{sxnKzkF&rq$r!I0Xl6Ym-Y!G&oozlnweT z2e)hQ5eg1IAHgOHJ9zw!kJwpAix^|Ld~6fT=1?7Mm&f_tX1`P~KX7oP1U90c4&L-= zfB`u8=_NLc@8Fz{oR8>JVwXRL9c%oYt*^nsX-zm1S+(TzIdE|P8#bt}4(7F2{%MaA zIQUu_n_9brcc~me2g`5KbOZ-`d}s6ONw1X*saLKd?%V_bk`mS4XtG0Wp13X8{?rr5@* zEi;<{i~TyHp3X9Nn>mII%$&IgSeou2LIhdTgOFu#!?#^}|Jh#Et;K~(%?8```6j-y z50S1(V$IU8;_0(0<0rnb^ZsfgiEgo514J0&ytuuT<)3y&dCYfHat9(IsN)r?lvQ=5>Y9`QVd{rFh)j`v17m7PS+}dU^Z$+K3dT zRi$)fH@m6f)H|dTJ`+Z#vz#qkPamDfBBC*5y4<9Nur4O5M2O(JM03{Vn`rd{V9CAb z94ltI5K3XWxVH(mvC98~0kG^VC+g`e?e@&ZkkP|l6a$OwZz4pHB`6g4`199U1;CPd z^qTDVY7L}^QCL)aDPbE%x+5Zh#pnW2PiH9z-i{%s=jhu5OWI8$M3BWN3|X$7=syxz zZWKKB7PG{MQ&@^FHO4l^t&+jNQGDquQBP-)F;2pe%j*>5fJIsE3EPAq%lL3)`PfNY z8wTN&2XoJhS&|}Z)N^m^D>w|UrHJtFSRE)PlEhTJi_8$u1{gA{Ps}^e^T`S#q&7Vp z${3=aUu>{#3v|xEiMSf{d}sPVZ0uml$48*&fl9vYI{lTN%^g%Gfu6rMBO-KM}^)^Lhi0REO>e zoe2BZXA}`ogPxlQb3T414wkn8Jm$<);#{wd>ha^D^o=WW#z7 z(DSodL|~otY^BKg4VgU@vh8-zv-dJ0rha-Z8FgwVj832a zZ%W1ECOVQbI)^slT-i)>Z&d{vxHO8Wr;pBXMb4$(!}!@cur6K`i4ehcv5LfXi8Dx> z3@np+>O1|YR$5pzg~iFAqvzeRPw}Oc$s>q*I?LLAoEwdMbAl{@<>7cDM36;48d-+7 z)-C~-`4`t`h*^SSDJ<5(%4j3i%4UJEFKzRPdOFMGJPymzFEZzW{JM*frB^}oWMF9#NYv9=T)%KWYP_1zLmgPkLx~VUmM;g8 z<;;!WpI{I=XCD|UX4xE9qn%79CK}Q^u|M0(2@riMSf{++i>0(U?-1N8zP@JOM9_1JG7%}P z=R*1GxM)c)_2Yz(6hD$5yscEx5FAd zDxD7$*}=Yb`-cdqLC@(|IUl7hWtJF$o;%DYlIp5wUW0KBJbr7V^$}@AJ$-bRm~vhNFneKG2CR$Rc_Kt`T?!84 zx&$v%Qv#Nyt=l*KRjq-SM<^^?E-Ru24(@M#5eBBoaH5{hQss3SL!{LcrUFa)cp^lQ zCHn}nSiIhM16V$`**sUw^57_iCBu%hFH^$?j{=rM21Grb<=v6n$l|cBM;@@Km=hs_ zEJ;U^MP8=sG#DO{Pp9OHSt5?tsIB~#;tzPYwD{q3* z5><(i+LRVypoJ&($oZnZK-XBEh^s+q_q&=SU7C}^SWuc{dm`ztlr~_+@2j9RZ$lzd zSZRHiT*BT4Eq|~FlxEPA2%;)2snc&CS}|nFLD9b0Wg{O7jih zj7R0{UBOS+Fl2OE6ZQ1b+2!H@3~|3OWjm}(o*oe*xGv#o zxGs6OHQxb?WAY)#-_=UX%Al}R#mHeBJuf>q1Qy#XL_M7)-*P&JWZRdS0?XT6B1DiS zAOl%G4AIU77ENRSvtpLiGZYr3a*ooP*>}$bmVQf!dOFL3~R+||r_l9*-Ng&OsoU>S>&@NJxff67+Hlt>a&@vb;^hCW0~^<~w2E0@o7(HRyTG_ykNEt1}`R^n73&kyKYb^BO$v;_nH1o*6~N)~;vy zQ&p(v;x|QiK+io75`lHn^MWeQ*CDp!9Bg1j7#<}u1xG}e3%G>Qxn3He=Yk9(rha-} z)^NjG7@c|z6XV6>Ch{_6bhha)ixYfBVN=vVa%-ZVK01#bIF2FntY53by6n{@LIl^v z{4%b~+lR?^z|wN(?q<@}8VJ2gVF~#zg>97I{VWF>=ya5*r?U)cz86ED8k@}pmY=7I z5J48LtH?5Kt;!K#dH?zHVlm6An-mt$r!v^a^l}xvxjnH_Hd{|;8L4i9A+PSgUk@xg zEr}387R8&$vY^M>1~5G0$7R0~v)s5{qtaHc*n)#q{^4c(n_l_;L=s(TQlqcpWZfCL zSs#=(csUVLo6<_=bKWeJ(A^q;V6`%sh^s+q{R#|_?%|AeQ$T4O!ic25Qrh;C2ggBa zTXz$Y!b)@6%X##!*DhathoOBO5kytm$r&$j;TL%>od8NpPbMxaBA^DPWkjC9B%|Byri0R^7ZXW!RT{5B+r%#KL1`xCL~QL! zi}=w1Upr)Rr(GH-t@%$Puue)#3NXj}En77frNfA@P`tvP+kzt^@-{AEmmemmw3o_6 zO#PJRkTQA>jL!V92J$l18u)UDGCJFx`He_nY8twr0q4U+J$-ae3qFOTGc5S%SXdXC zG$KTBT}toZy6nHcwHL4`7wOCpvy|MUuoU&=C~aPsM^?bnM@pBir?ZT|6OJslcc$h8 zi(f+`M3CjdJ!EnJkSqf%9>3D>idhOCQdpi>RpGuYJaTwFuq{w>+7KavELjhcrPa(K4}eAEWm)eA)yG)wQwmF@%THu!Z@AkNSk7vEV(aNFNk10h zzMOMBjaScp`b3BzOWadrxpj2VOwhBUMb&IE%fV+g>Un3?IuzKdvt~9xr8xT6 zI46Z=pe4ejBm01!(|w7M+Vrfsyb-RnxlgPt(DhqN#MPkZ4naCdw>vH-9`qc!hDiD= zJr6pOodJ5b-9$tR>v`d|1K3;sf&1U!it~L05k%FqYs7tAcrW8tS3u9Ddx?yC>UmF( zuyoM#lnf$_ujeKcQt_yaHce>;`*!y+5m1AkjbC5HqY^LEQdsOO}Oy}yEtC5SpiA=!}G5Q%UVZyM7 zAK;49P~i(ZBI>8-oA+)EgwdH>{^g8#++-J0M(2=4zYr<)t!7^sGRh6Uvi0=QxzmU9 zr#qj$em4p<5Y&_i5nPwhLR=S_#S1S1ORt?(da~6T$b3y<8K?dOSvJ}Z{t7G&l8Jgc zi)xF>sDbk;$JYQ$N(K=k$gB1>_L`#!*O>L(E*$l_XzEO8gq)L?k*n&wj_X4&z+My2iQ%X#hB(p%a~fofC? zkwjP8m>CyvvNm}i{soj)c$f&OO=%|93V774IhV8@==6^haWyFIy_-5}^}zQp}!C(dPo;@Dk@ptL#aL{eRq z#%r+m^52g^X^T4$v9&9$+XOXKT2SEEDWJ3hBO=nSvvt z$9o(R?R?AIfYP!piJ1B+t$dNs5*VEoZSJVZRcj#j17&o|x8&TcvmK^#1BT4Cjzm3u zblMwn{({!{{I^?SU7qzILIl@k&<9+XM~fdx1B=zuql?5W;h!ihn)a2rJ-J&Oqc;G{X8BaM2|<=_pO9tF#RD6FrFcQyV=+reC52_jw(rO?`}tFU z*caPSqMpv8*6cYd&DtasZ*Dt85Fvsrttye_LB7TtV7aXsHblPq7z_ADVQ~-miY)n~ ztnUDeZdan7&XVxT6I6JIPLQ7Z`Tpj~@{#Hta)TZZ7_Z#3! zo9f!G0=i4zh`1W`JVB~8(#7_AlLvZ!+F%m9PJgB61=~mCYo&af5Rt-qjvF6|y)Aim zs3YjPPa7hLs^<>Ja&X~yG@fP#dd}1(GU};k4bQYIpy!Ldi7>vN4?N7lqjJA)$QjtT z-2OyB4Og5Vo}4=>VMSjmLC>ngiKM#fnb+XXSYtWR^VxAkZ0&m1vgiEC;=fwU2IoK^C2EpRIw#Wie4tXK8O1g)EzWPWJ>B`(PqOm_^DC{v`6p z4W5<2;+HaVhnVH@Y6{EkFPx7WNw@mow}Ihjh`kD7d`2d{w6(v*m+L21E`oHq%!H#%txN*iNAB>k1r9uC&(4_BNm?TAQW zr8zX*fh+&IWb{x_+9i7;h^n-d=xkj0NjFs6gVHuQ5gGMV+G4jo{-CtEK13K_X_;*~ zU%7;rWrV}N8Ehf~YEashM9v+R*Ngh%bDXcjiKMzJjn|-+)vZ>bG@}?Iwsxf*@X^C7 z&WYRFt^}od9wq|oq_m2aGw|q_b8hbdBf>qE$P^qAy<~AjR1Mym0!llXLB!NgX%pY9 z!PhKAB~EKE9yhnvQby;ygB%U)Y@ziFhRpEOL_K|UZXU|HS?7}76xYS;8WAG6F1I-A zGA8QW8qmOl(nG7oEEm>OSO$MD!|l=QJTn_u?Bou!^>mh-y?3Do_S=Olfjyqkln4=I zxgd{w?A2HqpGn>I@Jof5C4CcxCFaIQWC@*GvKUw#N{M6mK=;a;h^s-*+MAmro!lgs%b@4ZLy4rn((~!7F?&GI zC&m(y!g_wzBpiFIy#I6x=-Fp75k%GVFNaIG@J(%>wgNrhoknETQ_oRB3ClsxX^V+4 zzMk7odX69F*ZU=1fPK5Lg9xZW&vVN;cZZ@2^ZtP=&KY}%q`K;v*We1BGfhCxwugw= z+V%W2s0->jW_34n(DUyUBCt++ZgtilkN(MvuFQcE;gCUO3XX{O4RJ(VN|Lt*J$E=y z#MDpE({nsqgVOrOets+-H_~S|`B1DiStO>H%81}`7USu^oCyH5u_E1L=t;TxP_cwAA}Z{4tZUslA{s5HY>Q*p3{K14`uN;~_6qqHV3vm$`*@<1Z42BqCuz)_lK&^i-P+Og3@(qAd` zh959NrL`V(qYWtS(@`R@PD+z%yaH$D=oYuu!H8IuNn{F+2pLse!e_%~xq;G(&J!{9 zQ`#As-uUy7bFJ*ViO0>4|BoBqi~X8ee?p{11B_x}bbjbS)YC`j+vSgObUKZE-XGRQ z$%F_IT$jb1b;(I;bQP4AG4Jrl znH@xg2(tL7;T|V#J&NB8Hi=&KL(K9rp2D(ClXI1};Ho12s@5@ysHd}ZkK=sQh?RSs z1}rx-h!8=RsV$J@rNfvXurH3`L#H>YR@#Fk3X7`Td)ybl?Ri&VUsk6O^>mh%vpK(Z z?lfR~8L)(&B0>aN#iNvxebYhD8e52vdh7Yl0p>`ssOW=Di6pI#*8` z@=iQ%uBB2&=cq0vh%`*bq&Ezir9MPGeRN*Aa|4xjy|iHztjmLCM2O(J3~Pgj)=u?> zpMd3%eh-Jn)f&i3r?70g&-tifeDLT{V6m_y>gg;oIeU<0d3c~Su(TXPgb1=&sUu6& z0o`O^d8~T-q?jc&lfrWSAMVZV?DVm~a#)9`r?V7&y@xC%Z46%nOJ^e@M3BWq6Is?g z8<_^fBX6^`L6hozIeex@rO8_*qSE5W`s2&+u9Xoi^DDBw)zs+ab zskhQ*7O(3Cbj9*AY+QYmHYuX}HBefpGLiIGN|U>2ZU;)6-ZY{OMZb+eX#s{rMm?2QVEpn1C{4qh2;(cwd?V*N@rl}Ye85L@3=vR+()vAXjK}wt zy@^(!v{n;{q`E4N*Wj3aA0C0yT&57QwJXi@R)17lY~N#BL21%nL|~nicB%Jzod25~ z3XNbyDEkqaf+ON^J6ysQovZLck=2WdnEENrz2Ei4Fgmqvrdf;6@3<_==)AZ710sn| zB|5?A^nXm$(?@4jW6rDOKYDss!MYR{5g~%>qOXPPGIY?Ba$s@WFm#`oCGrA=#m1bY zG#|Cs_-cZEQA9nRWsk-b)PT$N?<&9&oIr#KvZ(7IOJB1pyc4kE!Vs0F)fx!Rrmz@$ z7URBTdK=>pT-tpi>gg=$kynw$_m+7muuKyTWt$LWQPxA2-vb`H!@k66bX+KAS#^!V z5;BSNeQmSkL9%d+nHUoFbe482V`+qi|Gmiv-G~5EM^J1 zUZb9G_+_A;54rZhKU^?$6OkmQ;$3l8oh(B=kM$mG272zciwLQ=o~>>T=?rwq2Z*@( z=y|QF%R)k-V5OJNE0;9NaBv})1^SbFOc z^>h}KU7S}&*#G+spM8`zB0>aNN;)A+A7AOtz#{#$EL+S{aG%05&yn-1TKBMUZD0vA z`oz}LS^BtbMWt;j_Dg_$(e6Wp2(lD(Mi#pZatmR2?CX)#OQm{W?metgX}i-OqS9up z)%yWdg^olLU1@2ljWOhI=?E=QTG#UBCbA4YqaIc08rX>e&ieqP^UJ~Aqr~GT_Yq}uYD93JvHR6L$`po->2ac-J~|sr;XGqEGJM+y7@cdf zh!DYb$>pp|X<@s~z*1Iee_YIx{fxrWJc^^V+Xcg(0!yxF6kAVc>16AT8dzUqi4Oy5 zHYY*^S+b3Ak9Q0|J{(v?Mi;bHt2L1Mg2FO2lJfx1)um(c@1&|(5cPDH*D3PW@U)6d z;`&6`my<(?5J8sA?#OZ@!5E)OeGs)RP|T84L}59-s{&7(K9SQMVPDRt5%qMIf?q1g zQrgG%8L-?xM}!EnBpD;iojEO}VGu5P6L40{691+~J-@u1jb`0==y@-oYT9Tyn< zU2!(j`-xYa=gS<*K+kPj5+U{0v%?F&M?iO5n~1BAp6@-ql?{5n)tN~8D?JC_8({`| z9%e>F)}VoHkR`k) zvS<%V#2fYN4tBdQW(g^$umld{d~EWz(KP{<$~2;$&a!XlYGk=}*lH87%)UT`2(pCq zLYA3JF5{n8^6$2Duv+yomR4D#(q0sCUIL!<-cTK=64nw)bfrC2sY0a<3QfW1I6H+A zA@x?;gh}61U^H&pMa0!dX{$`9-StV{z?OG(T~5wm5psS5m^rntZ(GG0yJQHn+U3#2K4sH&jSrKc}Qf` zQv=1jLxVvB(>@Vld=0EuYl}za@}c8{VBgk#BLZsBK*Te}86?DRqn>>1wqCTL(+Ga|4~8rZ+<2x{Q*PnF9sB0SZJOu-Q$ zYl)i?R(j$KXdqjch^e0jR7Yi{!I9yVMP$|C$QawJcM&jYTpbGr!NwJTsGpl=z>!w=G}DNl9hp?)1AmP^I}a zU)R~*eXJL_d(ZE$Kc>5U*ZJ<=em=f4Jbf1Sar5zY@8dszwr3yrx_|FCWufov`R=~G zrW}&(^(U?R&~g)I3Bs5R&Pi<^a&?~u}SO3(i%XgQTo9XL1eTuh_uh)M8?Y|uy2mwEQLkkT41T;%h zbCgSM^g;YT*N|72Z#vV{XPT?$6uvENTIp6(<>Ec)Gynhlc)Gu@Xz~Bc`FVTSV3^t! z(dDbG{|w_z#jG^B%I{Q8KY1hh4z6x){$Bo`uJhfePx14g<~7^T@Bf==%KX`0{DZr& zbL*i2e?slu7r4rKN)P<+0MVD%m2X3a{{P>5Lfnj~U>xHs+pfNY{=_Z*(dsEze{JrP@w+O7^SlWE4?DHq-(lw`Ax$SD}+Wl!L ztd`jEt2Azfn?r7RK^u|RrmDG{V)ce3JTj!y7hQ$@m&30jTI*tpSSjyQv6%ia-pJ+1K9}C`y~TizynjDbj-5 zA;tQMqfLRrMwzPSrf9b}0tXPbL#Z!NBz2}D_$lHr!$+6m`_v$KgA;q>EP8O94HzNRa6lj7qV=Mj+%{-;`@ST zwLr1eo~q`i=+R;sMr^KFuMQMR6R8M(3MmXplN#_CD0DxL5>v>rDOQeSRGWv$4*-hX zA5=9rMf75CoW{tb7A*h-y%LfYM z4OBHZh3h>{jHq1G)f_02!l?*;3N@tIa@5!WD6Z;V5K}Z|Q#gjy;tq^&YzmF_)i?yFvAd&yV%Q$4nwuiq zQwAfNbuzjJ6jiBI1V6=Sq&QnABgZ z1s{OopdA&#PcauMZa+8b1{9xdo{1@1u_>ZnJV%Od@A|g`ic@2$YHo`Aw_0Gtoqbu~ zfMSpf6~Rvth!hvqLT3Yoc3ahsqT`}9o1*pj$2f$pN1auG;mVoR^YUqDf7O;vMKRGZ3T#02-U??7>N zG!?;55sDNyWlyaDisX&qVhTkz#jO{2aR^sr)?EXNR@RdZ9Q#QNj4Uai4_tw7Oi0Tsbd z5r^Ygd!d~pP&iML=_EQX+OR2{s%K#J$bkyMuoe!psA_Hs%iu#8@ul(cLqKtSE)~H~ zk&Gc;Tb14+MbtnsMO!w7dDJwluDn)?Hz8dUscLSDWlm`r;n99ZH=vlFMn&*bFhYWw zu6F_olUqx~6v}Lhh%9{^LgU%)n_(?N%BX5?it)oYW5i%*6+@ud`kad3r^vt%^|N06 zfui8;aWO?ZHih>!d8|%v>%JW*5`IwC+!P1Xc4334TGQbZP<(81;=cj#Q)J;drVh9< z4JdvedM^%X&!+e!-2|(52CqH<6bsK#)!Y6+k!MXs@KY4vIA*G438YyIJffvlUbXKgA=Yn5MOHD^N6>a8FFp ziA^zi0^^+a^_079fa0_}Rn1Ki_O2&VTynIUK)?)Y@DuSQlJyL`;mqP0;A7d+~=**^Y zn{pqA&@^`YZ=mQtjjHCR__(PPMpUOIp!M#1P!aqTHAr#tzRP-8i#NH!VhS}j#j>#5 zIE23aRaXOr?JcUBo5D%w2A-K;w79z-)?(jXDuSOv3QxvUzw`rrZ8La9VuR@7EA()E^1T+KLz7=l-Wm5zX6K)otCC|1W%)!Y>352}%(siT1+P&7!QBKRqqAw{1D6LW#$!ohiBitcQRtn@sj7^<;k zIZ(uAP}STNnR|C*gx<9`IY41>fr{X#XoVDK-<2f+#j~J;Vu~JYihBu{a0qJa?)C?Y zubZiAZi?HhY%pR?(BRfU(JqpT;HOYRiVmk_b^^tV(J#dm>THV7BN#g>ZsPxc;rjF2 zrs#Q#aA&HTn?l`UKT_no>Kg$?!|7B6KSevF*gfsxH=t-8(zT1|xai5IFg9aQbh}rc z2oxzhsA_JCODcs(Q68ka7AWNRP!aqT9g$*BtJWWYV!N}8m_mb1@hpgOT(pyR#QRaF z-KlDBiaAjik>aU#Cug9L^QI#BDb$eSz_SqijkQ6|HZg@JnEj#7;6z4yeu6k)@-M$ zxhWnRen*N{Bbwn=QuZz?f}cVIDOyF`Sq>CA@=d#njtgxzMaM1Ia0tEL`o;i-b{ndi zn15xQ`OuQrt>|K;%4NH z-9V9EMMdyam?4E*W}9t5VdSFMO>}hYvMF+%i;!Y_(?%PBV&Y7ynw#Qxzi~(rxW{!0 zP(1aaBKRpRks_e~cWt0(lj9+#&|_2FF?oU%U!5XtfFkP#Rn1NDu(bqRq6weaVkz)4M;838*E1)9y zDQu7;`@TFrt2QC)k(k1OO|kkq<7t-tPn0_WMcP%Wnwz5M)Qw0Xr)Gv%teLl|2!4u@ zNKs?d+!NMfl5L0XqT`}3o5H^R8{AQMrP@{k#o>umH8;grhh`Yj`^|maQHj&32!4vu zNMWAxG7Tuyjyi}b4A~TN)1TrHngl<_JDktXQPtcOm%9|>wO*BlE&ft0okvCRQ;b83 zU)MI_nR#P_P%(uOo1%j`(aYhnsxHii3J#{H<_BOmwz#b+g|nwuhiMha3S_k1%LC{k6a2!09|q=@d3 znFAEtBOCV+9T)xB6pcL?6mCsN;#%bHrK-6phBsBfqgyM?dO1*BNTnk9DW)QYvR~&? zplEh@fSAIBP2m>8@WrMH@s6+-!%k7v+!WT0`Xa^PamzLUMacy!f}dhKQhfcPdl)Es zS1uM)^k-8nUiBKc!xGy$rK-6pf?~EJMQxOhJ5UUk4)|{X{1mg0;(K{dSD@JO zBwZY0%BGOdVLUe&@ie9gD9qnc)!YC{_SP_l&n< z3NtpvF=Ixjty=#E?;dQqNL6!FEZ>!Y%Q=49p>m)Ize+{$Q_Mw*01L05KvACAQ(bg) zo3knIbuY&uyzolNg|*1PN>y`HES|9uBYcm{Oah9>g;WGT#eAf&3>bvZHb2sxCZ@1p zQ!IPHIJyl#$c+Jt7yYSfZi?8d#<-(WwAbLB{~?2^2!4u1NMY`)bQ{(p??{Z8VgQ?B z^gzarN|}?3&#GCTqpG`p!gL{MetLsLJBLFlUA^!Mn4@XrWnLt3(ZN4 zr@Xv^$KW$L6F*SZ+!SRcGDxAg_sKh;DEUrB@KdZtih&Bwnn2Na)H*T6U^Ybq*9W*3 zF4>`}u%j}ZsA_Hstu)5NteszW!YA(Zrcx376l;;9q5u0;Krv+b1u=yco1$&`J*0>_ zuzV6wxUZ+GxhYg57~=e)U8@9Z@j8r(;HL;iimZ0k6M-W3!*?--HJjo{TgKU73xgCb zpcwsws^+Gcl2L&ZQPcc^A5hF|{Nuj?@KbC+iZ2(pjf_vir}Z%j1>EhPkRj%eYT{CDQwsj5k~n)5tckF2zJ!- zD5{#9LM7Z2BaY{*t^F`hjLALqCeD7r^d5&RV4NTFU>f)u@@)HFrM#c(#oTwTUJ^I;)X4zLy~`>1Me z3cm`*bLJMwJ@5{v%RwrFpCSS&mi}IM3D)9c)C4ib2sTA=X)bOD&5nxLqihnWYHkXv zKJj=DME&bLJy?sWsZ<0%#df5azas+yZZrdJ!J zPk1T`22v6H z6v;^8IQeNFti_(dcrk?on<6rdL6LXv+gVtPfX!4jH-&cFHAr!8`;#!Fh@v9+DGne- zY0YpmptyMPp_syvO_8`J6MNJ$4Uc9(@gSe7=B7Bbd>!_v@R9rQ&4r(LsR(|GRHQhc zIUb+5Q(D} zsJH02aAs3H&}Xbg^2b^=Sc{rVR5dq6tgjwYOq+2Mul2Uypd$DwP9Q~B^=E5<;`1JJ zF@+18BJ~V|BK`Vrq_8_kRdZ8BHs6F4OE-Eqf*p1DI2FN9k%1K2PHme2MQQIvVv0#@ z3gQ)`dVZ&ahHUF@;Uh*MhmD zp0CGe)rtmF)!Y=WZEsM>(E)G#u7qW(F0(PjL|`jyb--U&P9G#)v7Vu_?;iGuGnU%LDjJ zu}vaX%}rrgn1~d~wa%x3qSaw4f}bJ>DJ~vekp*k9cKjVNg&UjVZ3_lPPR}fSf};C$ zs+yak$-~n~QLEeW1yHDaQ4#zUxk%ArTLC_2zO!>H9no zdx=2GI6jwCIqW5tN9pLq1Bm-0x||y%wBLH%St0r>0{|rF4V}RY5_kqj^1~&qiOHXJ z-6&)HL2ho>j3^OET(kN<0{ZsLT?}%U`=kd*8^Y-z5fbYwpz($C5J~yx(47{41|#}B z>!KJs<8Pk<9h+i`U#7e_x1cAWO-Q8E>iG`ngpMfBF!pON9AA z`08cfb95sAmq6W~>LX(Q&yV^bZs|Nahx1dQrNd_++-C1jugw0;dEUvrW8`da(Ge1U z3v_sO`XT!ZfQipsQR|rpvh-WqE_6cmoHUy9kT66|4 zh-F9Y8Ot~Kj|Y$s=j>mKKr%SKP;zeq14MoNj2i$VuQY}#=LY%aa~gMPP-y>O0CKJ) zoxuwd$ms8?3VWYGx9Ia+uG8+i71`6SK6P2^l;PUk5A1mpkotb6gSgdY=*UplaGNTB zP}h&&bjIJ*btJ+1=Q73i4OWFbq&=>a0hkm z?o220tIKBSP(+k-P{n(cwpw(KFm-)gDdhy}Qa7X{Bve<|>z7x6y7V3CEVjD5@{JJZ zg3enTSg}S^>H2y;WPLis0fUro86F39b)H2B2~`(scw6VFmRSB#jYwU~=h3NuSJ%z5 z&!{e!(|u(@UG0|8d4kk6wfF`$g%eSxCeRexuBIb-n?kEWIDIP9MqdDRsfN%glBp~9 z_O&Qzl(+Xk^Az=$RE|&9OkVL6yUPFXG+&0U^6CU#&fO>%J{XR3GGWK(AefV<7w8P$ zImw!cb25ELa1nr%D1Uq<0*T}J#z=YO3j}$k_tFbMW*E@r+#oD<`Lz2o96;;_&>6fS zQUM6kKuPrufCP+v=NMPl@gq1s3Xy5WI4i8&(aHfp45!iM0zqz<%svGmlf38*UXZvD z1lcR|^el9Xnr>bI{fw(Ftr2C}fHZGE9mK7!W6K!oN-TZx3Dh+xozD21 zx-LFssB2ANh#R0;pQY0zx$2r}S8fREnth25`X_anG&0i%btx6liTvuyoy1VrD4p|x zaMh)Jm(CHUuA016hM=xbPv{5<)wOo{?J`i;=wEaeTV1Ptf^jqY28Z>475m=ViLn_u zueu6!c4Cmn9j!Z{u7aL)kWh88hUfKc(S1;tyCI$WcXh3+Y=iBryt;fmsB6kVI!}449>}*1qpbuGDoqO{hqpx|AXV> z6pKDQK#)U+blO3COm(Eo1%m7fQ#6Cc9pg@C@Pa%_L6Fkaq;aq!Bd$)rDgt@W@il=T zD?cDe_|2b903^PJJ5??a#OCVtj{s8Bj?Ul(2|R-!nr20(p<8&$rge+2Taiz?^{Fd# zX9*&0weR`>kfhA$AZ~Sy-_B51YO85Apf10mbcV$0T3xZn642zv(rJ>Y>-CH!EkRvQ zlj)#;QrCdD_ISf^$t*fi0(I?l%xewmTI);a2vb*seGaOiu9i#b2np4-<$eAIP?u&T zoyDOp-{ZI$ohGY%gB9C&fv&ITs!Mt2H4Hj7`SvKK0}hs4J+9&J(0A%cmnzT{ds;wS%V6rh<;-Z3>auIDPkg-{K8JwJJJA zGIjm3T^tCF^3?uiV?_Ps8OP@(oSHtzDOz3pXgqY4;V0>GfsIn?UCK3>lhc`W2Jf7x zF}9TKuT5?M5`4EHUj$Oh@jU<^YsQ_=g_ob^0!UcTTU5C~keBafWCO@3JvxIIB)<#qI)fKv>T3ki zSh_kNy2bb_c1a?T2=n^Xb*d9%lZBqyG8>Q%cNt9uajR>k97A2tPK_Q6>Wb2)GbC15 zoWg-fKs#dcFP}iinbQW7(Hx@s^%{a}wbQ7%D)lGDLJ?i?^;s*vrT#eog z>dK3tgM_M!HN3($^G<=f7RAu1e^=MLppn=GJ{S8<1$8;>qw|ER%X0;)YnfF~ZRl?K z2kA)OrVv++)A!?(+!(m(x_gXHkxX4`@vYxNqjbtQy(;Q2SsZWlm*1?wDGHsEehj+G z{rhyez(#qi{q4&zC!H$j4Bk1Bs>L}8IDJbNK$iK(nSa8vr1K zL+NsXAlBydb^}OQES9fyff=4!?^S5`OL04fat8F z%LRfQ8@|&SK+?kL3|^49W(abjnW`ytiV9BTG@uP1NT*4nuA;;hjX+(WhtWa*q%N%o8+1Wk z@5j)I5~#~it_A+JlfBM#jxcovw+X%s>gq6^j*w7YZRTuG0Cf#qNoTRu)g@B~H{gv?7eHb(a*Zp)PZ&MhrfYaBZkHZX5*ReD@MKX11#Dz_TM!BnC zjg_ds#BjVsy>LJ!PEm7%Q(vH~w0%IA3v85zy_8a5PFB63GkE7@t`g3PMnA0q0J7uI zw^JgJP>#1=UAr)D77y-Qqyugu^0` z!w&VSYt!I+xXFrKEBXRbN|%XL5VyLjTo~$FxIt+dsLMl(&X8DLU8C;|1~hL2I!zLF z9SA>l7u4lxK?nVlx<Hahk1>bkGG3J)3Mp7u7NuBcsfo*;GQoj!`{dULrj9h!nc5*^9g6wYel^c8Hh z&IfgEI7FvNrmnoZ?vJ5SdbkCg6ZMxGj<;_OdNWRlH#!_!2VG@?H(f5UQJxA*OM^LS zw202&os&n}I47!iG$sN_$OyeYNp&5+lH+wr*NSpn>#`}*ZvkZIM7mrc$cv!1p8&*X zCY`|xl4gJ)77MRv14zQ$^9dr5M;!0B^_$FiaAt4Fr)L0?wT&(p2;z0fECE1@kI)&s zAc3X`5`E?4Jm~MEJ{9UG*R9A|*ZS0ze6keRM$R%Df9pDES40JIt1I>}LtWVhTO&bT z-zU%+6056eV6`5g`MJ?)lBjF)#fO@pt_far&_AiG%T2S!psr*7bfN_6YTG7%KHM;r zSx)B&Q&+PNA9F!n+H2_u3Dwo1$AK}Ru2Y-oEVjBdFZRXFI8dj146N9OgLHj8>bjUY z1cQuLSB?O6Z8}B=2~`(sc&6WTWkFqY&eExWSJ&bEEqKVZIpVw))O95#_?3Sz(%S0{vO^iRBlOU@XpET!8j*BZY1vk5Yu^|lSCkS?(FyMp3Y-D zfZcXN>`MSCh@#5{f|Sg5ISY&X-+dY+tb;XazX@B;8mZ4Q=J*-M;!*Hwg;pqSLq-T z66*yu8)t@tXUx-I2M+E~L}y6s;5kthvVhj}0i7m^gKLIuwgLxRyrhHv$-&7d+E;*s zJwDQj5;%CGZv0blu=fu-N0@^L*O;1sgC9z#QX4=*2RA62xD*_`QjN}HJ6OSr(H;h0 z*o;s4|F)p(>v6E<&&jx};{x<$z`<%m=pdmEW(_a8DE}ci*w>a${kwyQC&r?KTd3`? z1_w(y(RqR#oV@rmI(W@7n<>x~8cm@id7FZzGfv-&s_(PF!JTK&DUvz(_KMfnpiy2m zI^6j{UB^$D$8MA>hA|$~czbk9By^P_R&=?*Mj6}GV*t#_Bs)5TcTPg5;hZGT&&6jx zWn|}th(IF!*&y@hGj15pz7jMUKst4y%LRfozwzx6fGpLfGk8I!&Os38;nKyhBH6Kf zq*LlvBxErgM81r%BHy1WXab1JW4c@*$PtICE&!5LNoVka==vf^<7@E;p}*fdIL<@_ zvOSU;O$T)~e?%urpso>bf-Zr&&c2{?gsJON!Ez%|*UTz9LPB*7 zcQM7M{9872pf(d*T~D%IaWh&@dNC7LOh<{XuSZ?wJr`n-Rnn($P}fEkI!LIxSi>{* zUD^=T^}Q>d`ge6z)*L`}bsnIv1M2#qMdt}pSKn_++HHseiRW1H~@psSpGN0$q1lzz+K z_k}r;uc0$|=R_(1=Oivq$q-J<%J=p9B?74qY``XIuJ9HYyL*Za{viwZY@%KuN+ze_p)2Izeu10TIH>@-h%v($jlw1D2wat20vT?DcXr2aCgP#$`(Mmtpup%A$8f zy+D@rTZg9s%jp^-gqNjYHL}Q=d@}C;XG#>dy?!E>Sm1nC#8SStL45|RoyoWXx@u78 zeefBarBy@{x5A?5F%)*fAu?;gpW)cMFL0HcP(y@B?6A)#4#@!BZYdWAoxr!OyL5Y( z1I=cT9Fg=-7W?fPg0ERLQ6M5E&{#=yXaXGNDk?;fFpteW)HTig&%{q1_MuYlVHYAp zLXnyMs!G@U6BZj3^h)l#DG|mtS-I6B+?A16&fdm#b0z}nQCXMNb(r+?=d0|Ye}-~8 z`}XPo&5w3k(eCbKu6s2A8eqcS6h!MyY;AwqcPB_kN;#pTenHo)>xV~F#? zIt>(raIpMRX54_=?=s*Lu&f_U)C*+UK5SkuV2QIOLU>u?LXf4wd&~2{vh8+{Vi8MD zCf`ln;@w$1HpfrskM23V)+Z}MK z7?f7(Muf4I*1(M+qTh!u-Gg-t^&kT3QQG0`t+>C#jz(+*rCsnNl7uRaHNX<{Qd>~k z^(92?-<4KVb_taxtu=fCC@o?Q5hzG$BUMyUY0@i|b)ZGKY$7swTSN$B3Qa#(9tEZC zjv!(rQ<_srNI0}kStknzQM<{A;Aow5hd;q-apW?@Zy(IdK@TE? zcV6a3;MQuhIJflemJ-#uvC~5A-pW( zBauZ@ZwQ`hgx19B9kBVO=a_chU6%SsK-@H3yaeWg>)^#WDt2 zcB=ihgyyj!eBwnBOITdJO4IOQd`)E7#;G|#wKJDU;#S(5I}D}uQOeN)rA@g-gh;G3 zXB`g|w!%FkP7fmiX*%tk=}pB}T4{VZ?n>*)9ur|#I`kz1>QP#ovfY?8x7$Z) zRGKM~Bvfgv0lxOE84gP8WktmPU1=WE3b9v92kNy4rNxdU0tG3p-yls?TG-{xC(t4` zjw3R8TSV75oWh4CYXU%NN-jieCJLwZ>V2iPOwy51i{J-6Fk?$-o?djv^H%MN# zfr3<5>4w&fZ{K!#8D9oX=G|bTUSR7?`nKN^=H>h-B7}EdG#K+TcGM9WV0qgzwP#wL z27(hfSi)2u;gWl2^})XsD%+W;7s#Ths#^pshFU}jFH5TgTw@KZehYvl^h`yph~-BT z2TR-DjH|SpI+Ju^U6$S^>IJeq3v6f#ENvbWA-pU#Nysv!&wd|ZF{=rcJyN$W?^8Hf zA|e&N@^xXac5hAgkwX>Go0=l#5M4TjgK6t(2 z3+Vas86xSQ^ql1O4PPyE&mkfu&~w4BT|Gh1U#}5C!t|_><<<@KTw6$FNT}ya3+AhW zp1Zsv!q|E~{v;N6Wv3VSO<>*fuMxf_yt%xL{dS(r9%aVRS zLC@~(h}ggD`FtLuSL+|^V+VR})`bWZr02kfjK9otXk5umXb~SZh)muV(c~a5Mr-}# z8=&V8Iz)_QdS38o6#h;;W?F}EQM-9|n4@*NMl!BASA7jgf!3MkPt*%+ojv;H?}vFA zwT1}cotM1BjCqls+5$9i-8%oLh@~{0gXO*t;}_2DUXFMZ_4Op8ULecE_KWTV%Y->Z z2ro-oIsI-)p+oyukj_MF$Y^9}k+mE|)ai7a-ux@RPiGX^pI16Ml zFv(m=YAPr#%bZ9Osx;OBA2oiJ0!mA?CSw1tG<~^uc=?gp?p8xkTJ9(!P>|9rZ&=|K zr=#V=N@x+w9f(Zc7P0mePT{-RkIF!4=`KW!WJ)WWa$6Hx=LwzGHKKNtb%vvLHeA8@ z9*LLzu}#oq7FiMX0$ZogMkiyKm-nNH5Z-wSJcIL6`_*JWuoT)pnU!9rfn%8*EC(GJ zS81npJ1PRp`58pLK$bj{gLi>NdL9wN%Q7nyS%%$Mf}cQIG1{m|#FCuN!J_(!d6o7| zHWgTQxf1mPS(=s)odPU6K12vF%jj%md4051Cuko27A-~`t6P`Tx%DdT<;**HP`Vl(&SeYN&lp@ z1oKngptMyXM5F{td(iVlH7HFlf(R0(w4|)AcR^{oF+_%hN}JfJDgl(1cajKWD=pFO z81Bl`pAL71bsJbj1k|In<6UwvsccJ4b5NQ>8IdGZX{-Tyt?sG?N}KnLi2b|LA``yj z(Nh>#QU*%9{*DL~q%^eywy3o8RmFRuMO^zrWb(F%`MEfSmsXfv1*N(EB4Q*{TG(U{ z{7Xr?&0kLvwVRmB9If-TBjYNqq`W^~rMY(`>IJsWZ%uo?fq8k}g9zcBmwuOVUIq`D z-VBr`-{<@l5liSb4wkOp87$-XWtu?4ESo{p3uH-YK3NM`KFuRScv;l0A&YTy`5a(5 z+N#p*c%24T-{fG~cY*QPj+t_ZEU*l;BI*UQ7~C($btxG|gz&P+-b9vRMicCTWuLoI zs)(iLHV4b&Fvf>FwBp1`iKuCIa0b}Er1qGH`dl~rcwxjcSWFVM5qY$8NrJkJ~G9z84eFTnlnBKu$|=y^#dkt9^ltN|`b zY+nd^{*g<>{$0;!LZ$J`kk>Mw?*TopzexlN((|JI&ZuV@n?{$Rb^DbNnY=B+s1T{14otM%(I4|oy$bAMDjise~MJ$i*aj-N~c#UUdZ>LV{1S}5giF$!7(WaX- zfMxAgB7~PE>mIU<29S z&k-TKEXfa%#pdz$%g{WWCi>coSe};GtF&%y8KOS>xW67yJq{p}xRn;)ilH>=6vO$T zw4-Z?5Q&vG=xI?R(4}o5;v`X8bfY*$P+HSSBI%!$_O!JJe%B{Ej);^%X;<28@dl;s zNG5`WDXsj1Z4Xe|hBP8WLZwaXu@)cOX_7&Nv6XhX;wtXSp}owLVBN;tAp+`ATIskl zOzIbKW)>*T-~o{&RB5aM95h1)RQ(q&Cd{UQ=&^(sRiYXGYlvLKMwCqU6vvjV<*82d} zw=+Z%x6($HF_b1VYT{B*+W1REh{Q^}`Eigu&^g~A;v`Yp!&Nh5Kxqw2h@^i~TKw#y zS8$c~qMV47Kxu|{#rT2n-!F(DVM>ck@OceNQ+`imNT{@VUApGORob(!L>OCXPkS;> zfRl@Z@aj5SGnTn4IUjY=@P3K=d&Qsx~L_Nz{aKM2uug^G+Kx z5n89i*Sw#ic9Zaqqjg5dGtQfTA6t74nvB2n6}nzv>-2U!W&rbYy*UxWJ1;ixa9-ZE z8L~U?X4J@}e5h1)R?Ypy`Lb z&vrUpw=PlN>Q!2nJLARv$(`O00IK$#a_A&(rMWpUj>3%J&UoYTa8DvcVx>LpeZdas ztn`RDNtEW%P{2c;<;B4Yopv_<*tP-z>C$4mjGO*};e3R2qKE6ef5<1PE@2xt*8IYcIJ zi_rguQ>a<1^$D)hrr#i9BvV>#&kDT3)#t@mPf@!GtmSB(6&{RVHhTDny44Z zvg>D~+rU!(lL+BudHEArey`N71(u0LA@*nLH1Kj|L-tEAa`}v}tIavp;}fh);76if zAWMSUgr2~1`zH~?&muJx{wPwg)yGs|8Qm`Utcay-4F}7oFb0cso8i-dWs4zEFOX$d zN4q<~Vqr;y@UoOOM3(WH*1Mn)rkTp!7qPtgKa02#`nt~c)^VHfHidjGY2|RnV>=bC zf8vv=DuZ+wUliS>NEZ+;HY{a#4KNup=F{acJc&zXTl z(m&~0@v)-{Tyf^ECn6=#^Q}h>=YyVihY>--^gLzeL_5&4V>FQ=p`QC4+h7cO4m(bS zvGrWNpK+1%`T4agux=fSiGX_ae0enEShX;>y$O1@c|ary)iY~=XK(JP0zG$mPQ?CQ z&(7OAqn-<;eS3hOx4$I<1?kx$Xf5h_XI4jimn`@*k;&U4-Y{B3lRh5jK+kV}5HXVJ zSuJ_KFSO3nHT#B~tD=wUa*6FQ8gz(Nw zfi$+xMXi=y0~RS2i$fxooJ|}o7X2Al&mD(OdIKys42XJxEZN!Cje%vm1rfr_lG6lP zzAJ9q1uVy|59oQWZe23MI9T?~VVr6_aeeO(EUTUq^#WNkAL!we)34qWA-pUZvd9wR zzP%MR4~y*&Cy7`thS#e!>9&k7)F`$zc?49+NkkI2(he_VD9yC1Q6o^=^`k_H#7b*< z@&i86*zGJ4CyCNd`+fTeO1qjvB>j`p&b|HZ14^5lPee+fwDYfw7J<^b-ywp8DQ)Mr zy}F<@gK{E6LZ#&f%Ul7awfRMav6WW%>MNcAKkZmu1G_T1NjY;@a^6Jk?7}!!6AI4_ z2BjsoAd-YCjWxiPrV0U|Gy`QK_U}sjIZPduHo5!nVo=&^H6l=u(tO{Cpwa>q8_Gbt z+oVZk^0tUUa@ZoGyQHOq(kAH)~P3ks|*6F^RamD$|eONDO zGT{@5dV#I;*~^C4VP2X}BSLuRB~>2hrBO|~Kd@|aOXzsMP6KgK94u{DGOla}`t4`~ zEGA2cdVwrS5&ioEi}h+EgqJ0*8L~Xowu%ClHAfb#7O_Ocakoc+1{p0g=S5 zw9l;>O6!)j`vE8|a|ID1vC^*CA9w7SJ5b3yhYD6Mt} z5h;PvzAZIs3rhREn+Ou7w70{j=Yi7RClMJEDy^xy_7hOr@e4#4TWL$THNah&k#_bc ztXsfSBA}kDw3Txh$7+j1)31Qip1dZKger|Sz*Wm-&wB1ST$tzX(K0$Qh` z#)#ILbs7lX!_hh;G#OVmO65CFLF+W`OVkT&of-v2sxU9b=0phZyaczxd0Ccj9}O(U zX?9CREI$%BSR7_BeszjnS=$0wWb=r6fh-jxY}NzIwn8F=mu0B}vN&js@CFve6Oo@q zEbo&!SQgG@tc$~E$DzP7vx=w}$fBaKwJ)$-{YHfFvdmRNmc@Nr_J`&%?`qiethzl` zn^LdRKBO@22^=;{+zV8tB}5Xp(ne&=#iQ_gY`d1Aw1h`Qh{Q^pTGHnO(1pJw;v`Yp ziDp*@gVKCH5J~@}G{3+W%|L1EYKce*loqSkC=rx4u3MHlf z8?sxT5+S_vGQBO%%YqC28UV}Um&f0VSW444SWG<_PjAk=-_;OUR8>yU^#WPOFJ6RK z;$ONGA-pW(+aXKw(uM`2^Z=#aQzqu%a;-??mKgj@=0Ar$FAd5^$<679S zDT9a*UY3z6$TG;t3m@4ZxvAiVh~;oby-F+kUX9NR#|_Pj2C82ti6m~NwXg8Oqp)@B zZT&%MH?xQkiIq0?aAY2|#vge^oFqz1Uwx=KD6OD?NctzG#rv3tfzm?n5|I)pZP&Pa zy+CQr9}_{sly)HF-Y-yE#Y-YXLZzt^I*gAFB*-Js|v{*!h@Xm`RV_pWSmgDRESHjEfFV<<`*jWyi zQEM1C9z9$>;CpE+;)!~JENg;(EdiFH2Z<0~mcFXE#-C2djD>ZH`>lRm#FCuF!D4!$ z5}SX+Evv>u^G_Vqldc!Y(tAL4Z(vawMTGFOXs98}j*;iu151l<Ji;SEDT`!Quzpyk3SSpo>5MGv!U6JKY7u9Rf2n|mvdx%&9FV(B(hZ>A; zY%H4RfnTl7)NDs5iKtkQx;S5B=-I@@5JY9!%c}eN%X8zrC0!Z zel?g#`X@b)i)mv8dcHrBh?GFjH}5VA20fn|M+6De^W4aL`Jm@zE<}cedR8njwF5mb zTTFzp^*oSyotQr3O&RP;+bANS9z9EiG5XH4y!$^u&->$uB%yj{4RFTyCHq0olah(p zzw6m*$w1Wer*v5P^d9oaV6)^_(`L@iJ%;H%}9pye%S-(IOs3^gRQ5F26{` zNTz4Y?43)Yb=q2w$Q8Al&^(UT8Mc_AfhnQt_?hpnV~Ki!t@GNhJzrp6id~2h-g#-& z9b0E;&$sP>MSZiAVNRU}R$u2}>D!F)j$Ml1%h8~L&;+7hAdBJr8()D%DUAr>Wsz1# zmN$OA)&tAXei^AEmYSO!EbnhJK7(tsX?7^E>~tXN1+oNQs?r6PMN^0nUY44k$TC;v z=4WUg2FYLFiCDJXs#j_4v>6{MIIF(?08qWVK_qc2P3s`zCaU_d;22O^&$~p3#7e80 zUhx~~)SnP>k|?dyoTs&*w3OFG(myF}*hu$MP};LkM5F{t(^_8<4N9x|P6P>4TA*3$ zN1(L)Mm6+4kWgtIqz<(NrRjGe!q`gNqs+KY^nBD0zcu7PfC#8ZX)EFweP?XK`xH=` z#}Fb(sM1&iEOA`51eCVXmWchk(oCFfP-)vXR@sBnUN{ngf|T~_c`7PRZSDyLXc1~t zh)muVu}uS8M9ISCRiHHM8AOa^N;{HNdlFh_>jN$OUaHeTWg$oFoM*;()J47Np;%}# zi!z9Mfvr>7?er>`m*u%c2=Ba9YT~?Tj$FGJSgdDN9T2fRD&b&Jn#lOo$tUD4-l8*E zLDUOmnZGLd0kEuFPlWKYJkmxM^%JZ7fW=RHty*r~x)j~#U}3#nvC%gWUlxC8LevXn zxzx}*4p;(*5FxxQMZJ;b!PL*&q3Lhx9_lM%x$>Z1r8OACIO$lv`9*iwZT5CV61UPu z$TA*vQBS_11WKDXo(PdxX;SZ==>gr{sYIM4N?Uu!?;t46Y&MbfPfAN#rrHsdmNt)w zlt5_gwXoq*P+E&sM23V)i_6(_4U{%;ClSV0TIY;TxGTH0J|6|^ zrhSeGs7Gl}4{2f2nZDycfzmeS5J^In#u{MX8uu7bTKIJ$_U}rIF}6dc8A^Ze4N7w? zCISU1tuiMamDXiees^dQOCAuJye;BNADqG~otKUQrLB5K#7L&J1$J5~&^n9NtCB_S zCa;{MbtYV9{Qh(*W#bQMGSZGjy};I~s`?opsW>o|2;rTVJRO`D`R~8Vfu*YRxsI3X zG;sDQ2TRmM#&4YV=Yn;B#aoxC7sz71sm(1|g;L-n>xF4v_b|aFwmDaL3LuneDKW+!5o#;h`NUXFT9p1bEx*$U$P7Na2}&y%LPScSw1ur+tpuetup@$mDb4BINk>pxvLlfpq0-7P4#2Cl zZBvObw$fgV?}oc_(Td-uux=fKh=6*OcJz!cCiQqKYX(Yl-#{b@RT^u6ks7^sfzoz{ z6S03++Tbq^sI*Vg2Zn;u2JR#R1t~2{{WL0V`?}KA(C$9R6Pdg%;z3`WLd`F)K7!JW z4-heuDNQ-C(FkarYyHbQ<<)5*;SERY43uZw;QEogKmnS}{eeOX69^Ch)E$>IJe48$WIatjmVRC+R`( zvV@o*OQ7PhLC`$9eY>?-#1i(UUZwpy#yEir?lr3bc3bG|+jJ7Q(z=*1lomhrw-YEW ze?Ac+vC`TpD_sY=>}5opBuaZ27^whCYrB?6`X{CBbP^x+5sYrtu*Oc#=Wke2H8ho-871cfO?en@|qFu z@62gWhl0}9l@UoomBt!iqYN`8P@3s;BKGe}`|{icl{V?n22)U)Vigf6NNKeOS*Wxl zzWyJeMYO0PGI?7>Yg3%U{w;<)1*K_8719T`WJ(*qKo@@r*x)}TNz`rvzt-DsnxA4k z`#7ba2ezBOYltN7c5|Qk{?j~z*AJoHblF0LNZf8hV^Z<`r=?LuoFwfgp)}w^P$}wJ48fE&~ExmH8>Av&?iq4LBiUNe&3UApxu;b5g8J;8>^#gr=Z=; zyGDeu+fAM=;}-IAx1d+hZax$d0rj+-%$1B&1G8o|PS9@dmk~)q+YM`gzsutqLAx1R zLB#&O-TeAI4cm?0?&rUu-E68N0tL03UN^Y;S(1oCiX=**kfm&uWUHiP-f55> z_@dHMzS>gL!^xoxngUyy&`6d(WDo!$KdJv+|~_V(%Q`R9KRa-ALM9qbwC z*`@pCPJd~iGS3fC3dnhH^M_`jqufSW-p4;EsGqW8Ej78e^2-+V?qgS9SxLEGkh`0Y zTVPP6$%K%uf5)aoL_AlTedO=h_R8&)mAnGoJY4%)D?f`-?)~6 zp>juMmEb>XV(jMbJ~PnGJ>);m^kLTqTE@z$t*V?Zx6TN|1&t69=a^eV{=~i==m2GQ?JK+ zrJxdxtipcZ?gXjTB?+ssI;J*0rgh4RMw$Dl7)5q-az5ZWdESP zf6;O~j_p#)c*3B&D|b_FPNDr~`nr0~aq|uE@nr5(IaR|!u!4J>-^TX%3#_O-J637M zD+Xww+(EfvuxC&(XYJJO8{_5Gb5^_ycWe1a1|z!RMHqV39zA8PnsbBC>j(Uu$;)R` zvz4lUFbH#HGv$^dgyi+w+~PT|SKyO-w=DibTj=g~QL>TW_}>=jtlUXiRRoo4rQ|+5 z+G_k4^3*Z(*(D>v8xr(1A}E-cdwErugnra#-+cczb9u&0M>(9Frc-a&u1kZZ8Fukhq1 zd>Xa6&tJC@p0nJPQgs<NNEK|GN+1W{+8ob9^`T=-PgNaUmc5b}A(sGB{IZ z6J-q==i~3?85{)H%?4=rW9zx5QWdfaJ)&ot<n}tt;l(2* zc?$+&q-?0%`2Povr*FWY<#%=WpXnF;-$md|r+(V+)XslNC(b!lDMd8h_up;BX@l;0 zRvXmcJ9L8064II(&0mKRqinDa#7Mqupi!JJKEgZUcLyJ8n zr}u-!l{jWJzs0pfEpYQ$=-YaDOC7F7)!WIwEV)fG&@4#Y9t-fLlMXp72r$#u1Wtp2_fJK*v%xHd# zCf>^t@o4Ui3a}X6j6n!n$YK0*-NSvs!YpBw*g}bGA^%tzr*P$5dn2&W-NcOMw^-O` z9wLJ7yKDxFzzhZYT^|=|9*rFlVqSX2;TGWr7=>Zn=PcozVE!xgDK#THDJ1fDW z>tzNZY%v@ynhnwN0gLO|hr|{tT#LX(Z_(n;he;t|QJ&9?=C>$op@kMR%9|_%ix$Tj zgs{aVv~ar9^$=JzD>^T>XvDRM@BacVQgcs_1dHr5%xHd#HJ+^3kPhcls=y-a3WE@~ z2tW(Hk1iTuku&*$*rGAlVriczXi@sU;~TI@@?}QzTbwSdi`PQ^XP7@&G@Z>Lge}6+ z;;>reRj}wk;*;1ym20th{R6bH)tb-`EC!BeM)O;Eb^VEm*hiPt!J@>SK?qw!p~c9v zVYXmlwV~ch(O-jVT#FGu?%))1Q?8B&i&@*4(fk$@Ek7fo&**7hU{Sn>K?qyKp~c?# zWlh1NYrB?WizZx)O?S$03c5YKBfz4pGc%gsLeKggBDywsYy=kT%^8HSMG{(s>I#THGu7FP{!;1rzf)NR1xNj@{0-(sL`B_gT}HIISCppy(j*kTh}l%#F{1QrqH z{lymQTnn!qmvIVXzT(Db#rDkzlB0~*4BEFeDE$@i>$s3LfE1RElkQCrh-Ksy#%p^Cf8!umSbqK z>0?KKu<-B9jOMrSRlSCYG1@y4!D6KugAlejjTWy4+J=I~l#Ll;ixymq`{_q<3cuSN zXaW}YyO`1Z7CS=DA!252^^0JUn#&-BEiR+Q&~JtKuG)fc`C^NfTnm@ne4N7Umnk`5 zp;)KjztQ{_8=Ia+#KnHOXc} zF{Ak{3gU|q@j_>|5?I8TG6-RdO0@VGm*)x=Yh%8OEn0Ie=C{njDIC~a(ibc`CNiV> zEwq=hZpsfm71Y3@WFvzRws?mY56+rLfkm-@gE-M&gKfALdLdb8u{f|}d$7y>h{#SuK#Cn9=+e$GusXGk(?L zEVvetMhrsOq5)dGcDmRMEUdTsi7nc3Er$O{MT-VbtFpjiY9=$9-(rIY>vG0V&xr?% zod+0%utj6E*s!&45LhJ6UL>~A<60=x+kh6Tqpl7Ci`R>o(fk(oB3PI6{fnFsu&`au zAcQTNqD4;du9INVyHBFnqCMB*o<$N`+*)~Z1z0H9F{Ak{=8fNoh|=hkPhep&l0gVt zXrM*s$gwNHqL$`Pv4uX@qQor$r||o>b|P5Bw_`^0Tex3XkB9-Gb@5%b?wuKgu!R;{ z1e@uGgT=S1BVvmVT#F?>t8og$?fUEmi!Jhn|BdFiQ1D!fh+${X4}xoPumOV*w$Mh4 zdJEJ0g2kn7SH$z^$hG*gEf%Nn?SAS(u!y!~M)Olch!}PGh!a>C|6~xt7UpQN@?IxzusGJtR%~I+ zwHVcYHcmmW^POt2*r?5n=C>GH9*&5QrsMa4MU##ULfFC*EsXDWvjK~*ea4F|x^OLe z==tLm7Cj!S1r|~E%xHd#6+Px5LTzxHtze-#ia`ilSffR!j*setMZf)iVvDX^i_xE_ z;}rIXzUmGZg-4mu{1%#hgAuVhBGwTs($6pmVT=A~akQ1+VX(-3zEEt@jcbwQHyNkk zV=w-jws1g;WpXnIgN03OhS;Jz*CMrpGfrXG*^c-r zuXV}HXnqT=*RF_|`}+#M^M7Y6gAleDjuz`5+hV(|f8>iTOt}{Gl!oIJ-0e?(glo}T zq2RyK{1zWn#vvl@i*+nqi@}W;gs{aZv>4y#j3Hc$SDUYh=V8XR*m-LxPT^h39aXRx zwuc$bZ_%`rwGh8-i^{>`>3#+wY~hR+I+I7>C+-IAc`CN(!L^vsz!oh|CY9l5)xr-k zqxmhqPOw8nkH^39lSTT+7=*Be3tG(Gzs(A+#khgr#TMo~7SF733X^s6?crLqAHj^~ zw{WQ*fC#Vp7x1sa>*E-Nu*D>_cu={^2`sAR8pezM8tlon@V4lKQ)qqr0sf0vurf26 z-(q5|UWmvkbZ7*3RGTIYLfFCsEpC;4^al%z8QNltUR;aZ>TWoN4t+E5ufZ>KnbG_f zpX7QXqDk2(SFo^*U=YF??=5K#2|z%0?^`|eKNk2bMe%8v4s`aqNSG}P9dOfc_COlyvmH`x9EAb9U?wY zx4i_{;#fI@5Vit47kgh!sqclb-?1u5@s~N#giGDXmO&>aQu8! zaU6pXwwQ+&T@x-RfyL#pB(a4x*FvXvOPs>xnSL|CA~1>>&2Q2AZev7D@wHZfYtb>D zK?qxfqlK!sk_A{ClHV=1;Q4NzW?faBLRhS-7g+pi#Ej;*==Hb(A|9*z;yCeKUp+!6Em9MVr8%#B5vQBIt46d?PL(b7E92g zTbp~m;99KRQ6aYI&$W1G$y!LwGkJsHTC~e$M)OK!qxE34d%Hu-buvbV0i|37*(fk&{(L0pR**SBb~skHn(SlnB|jOMp^a_%-Fe);M=0gJmy3_{o<7A-e!}; z7Is{VyzZ=<+A?rTI^0pFeVNhx7I*69qs0pEF_B>L+Kxd8TdYBgINuv>!9ufju-L+$ zYtd1SbyKIM|IP-Bod(QkehbUz2hbwz$1wcN|0YugA#9O|7GAIXI)O#Er%S~a4qS`S z;}>uWx0mgh4;EQ(n9=+eFAB2|5#WE%6RySkFAPH1A_*-nbbPP~EGBPRC$<>EwOISG z45#4bX^gLu%rcqL{1%h0Y(+#H#f`;a5paM(2wSW}i#01Q;3w`>zV8uR4CPvcwLOMY z2z$_e8C;7WwKM-4&2Q1a_hv-&8{~TsESA-05W*H4(4v-g;v={g*T)x&=P`_H(RzI` zPGOBs?J}?!vUuZt~)b1gEvoy95C z&elHz7B5>cqxmh`zKTUe=DEA8!NRB=gAlgZgciO7s)mC_%%e)N#R#s&n$86{g)z&2 z<2OKizG6lTSj5I4!vE)n$zYN9i9rZkq@hLJp2ql>`R#z8VhcyEMVH38IEA?vZC}B) z*f*CM&2LdQZV@83Y%ai0qK=7R5W*H)(PH{SjY)7Vyo1!%i2fQJ$+cLo%R20DMYlKx z7H{S;qxmhobi&YL=t$qCa4m8cGYDae?P%d?Y+DT$zt^-ETa4mblug);Q909;aYT>yaT6j%Uls(cWXXl zM)O-l*o;KPsD^X#yY?&IG6-Rd-DpvzT$%|M*N#pWTR3qoqI##{6q?TPwSYTnK-C?t#nEdFLf9e`E#Bo{4+M*4^=6ALoVgaG&u_vhlvnJQ2aDxu%xHcK zW19hpX#Xxo8!T?LWDvp@*=R9$dKtb-8b5xy*kUZ#LZML#PT}m32>d+llPSz-ev8BN ztPs(y@fd9Pw;2pV*dhllOqTb?Puv~sw^?j4j%(rIyaA`sMJ3?_T#Ew^%xHd#xKBoi z(0;Gd53a?%Q4B)ZA{Q+tWySY^JF2{Nzu00t*TU*!Do$ZhJJmq27=51^&2QmayB#8? zS!6#3i|FSJLfGN}TKpPt20z=prs%BL!i8(mc2hD=K~?dqIauhOWk&N`*bmc1#I*Bg za={|uDuWQVID{5TGrAmyYw^3!eX+#^uEo%zB%Fdu#Nqp3pcPoKai zX#_el2w{snw2)Iu$M4!#z55`xn8>x*ldut|FlOwct6-s2&5Y)^xDeV95xS|}=fkx~ zulw=82?$#hphc$T27KL}w5(o&=`ytp`4N zNu?`;5Vj~n3kOH9rC_1euZ!5ijcd`W*>ar1SoM2BVDWtjGn(JRXxtBcE}Fyo%As&A zLYx?cu*EU7i0aY#~#ez-a#1`&c3*~LBYfDikl>sSx&$@lB%47d33;{+t| z@XbD!F1RkWRcfCb^w%k`gf9LhNG;Nbo?h`_i?E#!|``RE|ch)`^ zc(mc~SA_jfPv8tqP@Du0hD`oMh{BKHEKO&v-bv=@3o`NLxN$czUUK>v=8FsOt1CM zA`k1odL5d7N>DmyOsF+KiL<}e1=Q`ozpakVU*6uudYhD1^&>p#9>w{d^+?rPuT_`9 z0eO2QK?)y`{c-s$#y@Hf4`wxUAr#pj#@S$mu?|GT?|AF4qO-P==Sg=Ck(2SBA7W|p z3ii#ui)1)|GZ{|t@k-C1Vb>`!8du+4o3-!CTmSAhD zU(sjQ>0KOpE(+@RJ(bWT)lbti1m~rv)a(P)Z}fITlC6F^22sckYuxY#)bDL3VgFP8 z@+y*-L;c1bBt+r*UE0T5Km7w6m%`0I_9)@-*H0ya^>;(v6)tn&NWXZJFr=;D#=VPi z&1QUS;tBOTbb(N1tY7H1MtV@cRo4lNTfZ&E-!TU(CX9Rx8*|59GG0RcB9y{$hda+M z{sc?q`-Fg`tsiH4sv*-xK>ZfKB-EPgS87-XXPKu{dp^`J@&n;XSHGdYcr`~V%IU%Z z=~qRNf(NAbah%wt&+3n$e)DVfW)4W%>UUCCdl5uKG5D0L=&ZfW^W45#ea+Fw@k*65 z?3B+re(XdLL*?HQ~|;Znj7Tobt}T$7yAQ7_=$3`mYn5{VS3Ns7jZTvjy3 zZ2mkAqG7p}fCQqUa;6`yOK<%~Lm(PQb`glw(fDA06R|c`!yO?S+WQE$rf4iuWSIuH zo}32J=$=PtlA^KVn>TA-KPu`&H2jJQNw#R*d0B$&#j{5~gJ_tYCG3BS#^gaaUPCnI zTqQ)|XskQMiiT&u(I4UFKX99H_@lAy(`>Xe>*b{hC!xV3!jLu^DFcro_3Y+{?huWD z=Y%R_G}_lnjD~0gzauPeG!pKcHSk2bPS-v!%(ifsJt|8$`6^(H7Y`mHiuAI6E2c*6_K?)v_ zMNJ04-{yxjw6;SuEVKwkwrH$hKTHdvar)Z1G|^dmoadpI9qv1$PaXS!!LV;;-6g~M zqtU?V5=P@wJB5d^CKsL(hTxi5YvGy{UAcA%L?%=PoEC{3;&}>TEk{cfnGuzbzie|w zeg-p~U&O&76-AciY2N^m+A4%0C=zagBHi;oPJvB!;IPIAkx03Qr21`qz-q!pldnIZ zek)4|NT7bTi@M>u?EU@H0P5#_jzFZYU*|q`@dM^bYG=Zse&JUMwx;^+&}W&3X0IOu z^{aK8&?MC_?*r?8ez7`eJ=CxI0U^m&Kkr~Abe?=Xzy#_SUrE^iRKN3CAD=<}PQN8Y z;reZ_VAXH^7v00KizB`g4uAc+{|$Gud8qnmTFT=0+P0V zoawC@_Ra?Cm)n+5Yp!3DZ&o-<$JRZXK>eO}Bs{6=CpYpb-Xn$G7y7^fxuF|D3LcO} z1Mq;HQ0B4&>bKT{P-Ls$=g_IoAsYYxwWInA|Gdw(o97XojwcM!$J|oG5%$d#V=|mS z8eSC%7!7BKY+G298$Ad^cumIPnoJAZ{sivLhYc+4MIt|2ONz#_@2sOV+t^eeqA{&G z0SQE-msLkxmuU(W-yj;A+5{qXG+dHd-;2K5w|QfTMtyyPttlF5RxH!NuI_^&8s?n| zO;R*QTCv`4Z9Fes7oyS7l#pbLhF$^do4YR}#!iH2L|YQ}KSg859>up1jQ|@$6plvY zU#w_^dpQ1poBxy@;qXU8)tB|pk!DTv7sE+-as**W8x3{6Rv6kYMVT28jor?KDq}RF zJL=YgXcV~;7B?C{LzD0n9Xv?BBW%nAUSzz4Xn4ri!5zLT@7zOJsuq3(ByBV})9dT* zdjO)*c_yLO91UaT@u=H;<{3MPM%Q_SCsj1!_BX_<88E!R7aWku5dlInM@ZWw;@AZzzt{7Bc?5&{ya z-$q3}T$lFW7yg3!y*)=DQrB-u{1Ds+ZC_P&h59wWPOvrA@2owmej8uUPl5XNxJzh~ z>Ze-lfVysP9Nt6y?mZzS+3L4B$^xB-C5C20{Q_PQ_CM9{h11UQP``5@2~oIyN7PvB zce=P)OSt)ORuK+={S>FOUTl6kofH8_`pa4$ncG&{`gN;qhHF-NuvP@ruc;ED%2>Zf zc28`fe%~7r7Po#!797AFv>Uy_4>qQfCK)fGewu-rxWhkuE!hK0HLMK*Nn1b8^bV{$ zss{CQYEP&&*U$aH9MoO9Wpfv(pRy6*Nmajh(X6NF6gM1#A3_`5ogf7dNZSNlKEKsF z&O`ljdl8Ck^)n4oGKFZAbuQX3I%}hNp2jP`n{_x&koUtk3@yybaQBq z8=_%kO&Ee}V!Z*^B<5_-Y7n_HzTmb_f+7!gp~!Z}n{Qx~)!m-?OC)m5P*VMFD6{H!!Q5yWy!K1WB_M(NxvXxB zIe5AIQW(^4&k+KVx_;%&-SJeLF*f-w)GzP^!PZp2&=IWDJFSCfcc`D)1wxZlzu4Ax zs2jYfK_t}As+5pqtDpXK*3-=5=l*;S^?PuKu>YxkMVYpKP`~?+2vN9x*6OVFTe9v_ zXSn&Bz91a_`ZWw4jVt%DNuf0y=}q1fhP3rdY07#UpIR-IV^BZ+Z-gpi{hYPGt3v%M zeiIhAejS#SVh(KASLngUT&R@A+L*k*^sWBT7x$^NmakgR;)(~Cbapw91cjW_5>+-Kqh74@?Fmf=?C>2 zXGAEn)vvEnzAi+=U{&8%i~hV}_>SiZ$&-v(UkG!2sjmh5rgS|S&L52lD_&y#J`|0_ ze?oNIN*ID`5}uE1Vxgs?1NY|Fl_#7vJSmdi#KeBXeeeAnxtqLp6`#k z1HYVD1kvbukdS1HMy8cLhSI>rwh*GRt&p()DH?;1??{DcIGiLz;b?T!Wv$-@WlaaT z`HL(RlfY zu(;9avh)LKzehDMBwCT-{30bb#Vir)jW^-q z?i@%Mf+9t?QN(4<^)&KdnuyC&8C?i#-GNv;0n|GS=_6YUV7c-&{F!W@B;d zH>JNKZp^74cbawv^G73G_bEohRlD~ZSd(#vgdw;l zlV0GO%#B%l0YtPHSiBaA6!AR0+UH7Rtl$3gMbqE_Fpeg}`9-wfZb6Y@@drkMNYi-2 z5EPNCLJ@;UtKE{ekYuahx#y#?eg?ZbZGif9|4i8bR6o6H8*Qkc`cFa>u3s+`*7`Xar}@FnZ&r5< zbIbA9@7RbTxN;iJI&_62U7;aiNL#<^&Q7>y`_%fqf%)CDiY{au9+Z*-p2FrP4JfAZhEznVw@oMklCWU=KpAxqfbQ z4r2XgrDfcXlb0P+>W~T+i+~9!pwLr(FW5Iud&zMAXqY-(!DvkReaa5jWO5#12(HOx z`GN4AgEifkg~Gi#Vfbeckw|raNzqW~!HR}&MK(UTPs@dX1fn5t(j3>tYGa$;@RDhs z2Z2Z(4U#wtGuHZz*yef~ZhrZA!r_lb zoGUQn% ztbg!wa|mqA(|gHy3DKB%I1)h)b4??0sSXj4w9(*BZ_G+Nh{n64gj#bn=31Y`XxxsU zxd5W!eTwj;ibi-0>*syFb$0fH1M39Z zx7jm9XKe=0?;aSOYJ#Ulx1ABUVc)F$L5A~3Bhe}yqv7nSUjb`kBfpoKg5a8LYJh7p z+d|PFME1rwC5l8g@I0vg#dOwZEUa7Do&=H9Br=>|Wc9Tw6wxky^%+Dqq!EUoNI+8* z>8Ij36*ie?VBbQKNT$7{`mMHM)vsSj*;jbOu}@zj?h_>vwj{yZLbQFFQau{Pp{E!X8h8 z&KbitZ3!UP`~0Qgj#d`&OT**q@*xfZ64IG z-D|>=s(wYuJMd~=JYdxV4#>@)2~zNYJk$&i$odJsW1xQCKM6&)`aNl|peaOS(%$1` zqO&%R=T{t_Pi=|!d^h9o>9B8_6_Vln(P()77e=Gl^@9zp$?8*tA-E>iTDT^|!u1v5 z-rRHSVe`m8@3Y+;At@U1cC2W4bnV{>qOt4}0SQE7*iF`71u2JGk)IS2uGtsZ`S%v4JpKbV)aoX9R6tZt7Lto zvFc{nDmV$vRS84dXhiRK!!>gVOs{}wL}(JKjM3=7O}Pt1W26pYaifuC-yhHV2XRqK zurV)pB;zGS<7Kn;2+}j$PytKTzbgSr8x79%Dx7`KLNw%i5^BxS2+n?tFPR2A8|;K= ze6S`wsiLvT@DN_jgF6o|f&=pBV1g7pAYF9vfV@?fnh4RjKY~zXi^d!klOYfdA7#6i zqO&%V=O<1=OIe4bX=ck75RE`}GMqmecg!;}8UYP%J%TkcYeN`B4-4@fY@!0xuQ-O#B-O9Vfb}a7E01fYLH%;$2}!p4^&RPp z&i$Mpt$_Mjtt0Gzs^2izUe-`Q^UZ`PT)*1=S?jklvvoDx{CCm`hrfO;4Q%m7+4HpI z3moYiGYLc5`gM1lifiWhb-ohRZ^eE>m9c(W{ntE!`so)C7Po$jhm6E%ty%mq7&fN* zaWY;){j>*cN6_FqwSU4=g`6cIY3s+CUdqi4&QL$6D}-8e{Tg_%K2SMOKKcdJFRzU7 zq^e&=$w|DL#fr&q;DB8DfFK1ANX0IAK=!J5?E&?Rt{@cI>i4bKa4kgRobkFvqO!&+mjBk7s?mto5ix`0UTNeq=bm$e3~Wuzu5XRvibCkFy9vP$b*}MK&hY!A-VU zzxz3nNX|q_^}EWh-{CGJW<&k%bR{5x`cbK9DU~8&hX&CGDuKmcNKh&>e5TQw`U)TMthk31DxZo7juf;GzlC6G9nXHq1%>BCl zP`|lj2>YMvcOb&w3+lJsl@NvN7sak$v#&RM!Y)4LML7KR)3`MV>t~g$F#?YCZ~lZK zZT%vvz3@KKUS8G|>Nj;Zp~_gls~6_PLH*L^6Bf6ApByG*v>Yy6tpoMjwuFqAP`@4v z_abOU58q3$R3}ytkhJyVOz%qTs|8TMyK4xw=K9I+l*3s*)oqQ>Fbvv2c+%A`wG^*r z^(R;S=Q7)^1Sxnxp0>mTa**$NBdFh?U4$ZA{dOEKE`Vt0y-| z6piofHwFcuQZ%NH>y5WTvmr&@AR5Iz2}!nSWObQ>&hwuYu7PL-_a*Fq zipGsS$9F(9&e;;8a5Pl=u-0#)QLkQb^Pe0}IQ-EVxRLde>Dl)+*Wn~w;!GIQM&rs{ zRx}Q8Io%neVLFLWWsJt$-d9dRG^R}@EN(Q`44;9g=-{ZCBVl9S2q5DnM5F1Z0t6k( z(R>U`b!#>ONgEB$^cL)R)Ci){VF97m9F6gh>)|XlohuK*OQr)$2v4eL%*lC#J0RGg zb}1Z?6|n>0B3m??ScSZYXslY;&`5OFp7!MaPF9$YBAyoQ zES@RBzOjuV!}+6Oy?Gx-qvX8BJXn*Cs|iDJO|pvXH%6j|NJ>o{z(82`;-B9SlCB-PJr zH0uq+6M2Kxpni2i2}q!R%?w!|*Uu`SvJUDuF@iv(uHUNdtj`+VnV(e`>NhrqU~8)1 z@OiA$`>2h_M5v$rYC@A#zfdFA8-{Z`zr?3FxvnQ9+3J^3%OCfCvYFZ}s9)W!g#AzT zo88_*1M0VXHz5kwuZsPWsmokLMY#DBa|wsPe${hW^)ot=_!^G%Ck2EdZT)=grsJAj z)YI$_^&549P-U#&m3o@^lIg-l!s6ENtA04<;I>r<{OIqLTV%Y1`aQhJ`c7@Z`#Vcv zsrEh~AZhEzncg?+gxXNQuu4L$xqjEJ8=>yR*cX7ZvGyxW=vez9ylP4 zs|Zr?fGiu02jqJnxoD{0+S+N%0V!MkhL8U=6{1l(SSLYr)@J*1qtSCND;oVC#I1vU zGj}8z&L55b9Uo#e^7gO5$G*ppCk(+gDH?}sV*hpZGl<54I~#6_MApra6b&tBRy1OR zf-N8#-JTJUKs4qZYlJZkH2gXRqVe=Kfk+(<`>Kt2`&hUC>5ju zf(PW($#_6kw=%p2(I}lnD6&Q4#BC)Hh(?5?Z<*+<-8zFC4bx!O2lGBqGp2KJ~x^}rXtVwrI!Vp}OIM$lH*|#i5i@RliQ2 zI$BUa6?*~_s9)ZR23Wrn$Ng78{n|Sch}89)p}h_F!CTc{2~fXDV+ppV`dwejI=w$w z>i2~Db#)^&N%gyw-3xV%H9n?7{R*cNl5F*>J~9WL)!NjFfcmKi5cWUSZ?~N7EvR3s z*@P%uzlOtD>-Q|70lx9!KA&*->*sfQ0IrT>oU}@+iJq%)^EBY>(k_g%XBuw#&lgz#!IN*kCFGVD;i7hjD)2cn?^v= z){is2sPf(Qpnj`&5Ngf!OX$}cXW3lmkSf&gLN?(^Rlo8R3iv4Q{K;3R!vSe`h#&X*0RRy~Nux9L^ZqO*2+2saw)hH7}vYZshb3(nRcm595kF(`|(!7g7g31(Cri zWH`S_l+#|U-@$q7)IenGHo_1Tk(-Mmt@@_q!zQ~v>sE|Nen`kK%}pq{boGX#!Vjc3F@b~l3;79pGO4i^j>8={~pxO zHIdLH)$hqH3)HPO>cB;)pH&JW$yUGGS*(-1;^461P`?q|2>YMv=Qu*^Ak=ThZbB5U zU*;gz`n7CaJ{oR**L{S;U%xDG*6$_^FW2yaBRwaNFr=+tc3sw+tQq;4KcRkiiV0Q5 z`e`>krw;X#J40C9`rX)_h&fRE5ZeqkW|OOAyoCBaN_dVShyIRouv96x2uRxcai+Jm z?egtVKj(*pT66u*AJfBGj;M9%3e<0ACE-a`Klwuqv3@G`=i!IYp1&nX!2>co6c5NB zjeIXb{VshW6xr%`H_dw++!BL7EZ8ABYd?k8;#Nax7wZ{!>yBR84@azDH8q|;8~1;< z!u}<7e|V>docKQ#m1oB)dB}&8NeC`WWjHQN@r=h2a0o7{Q~#N`x_pX0oDG?FRm8OoR zVBChhF-pZl^~2VzO|VI=+$eyAh^Ur-LeiMxp^IR-W_wd4X)D5+;5PY}JNo`Ll-qG^ zm(t-G6t?D!SU4ErJg>}ck z5>L#${kpf{kBd!F6h^j^ByKl(4kg)Krt(^J`d0q`^wm*rqb%>^9~9J2S+SOyTwD2& z1NHE<+%{+36xc%F9#Z4^OLE0+6TSc${W9qbtjm?>6hv@cF0kHJ;za>&8`dX?U~D30zF~QxHLyLs58*eb4s7FCQ(@ ziMAHG?249H#WW9A74s+Gss~jpF`!5SRXlv2_2?_pdsh3Pip{!F6sfDIvyfHArI|hR zp^6pe6t|`-zGJ_in45W50jl_@4~3Id#Y>}EZz!r9)LRBs+&+*($yUYNvstgHnnteK z0adIVLc#y3iqRo=5}}GOM^Q-OD#kjp{<6sW-s1^u=`G_a5Pua1D6rmCT;O*q1djPe z?i57YDr#l1o}ye&=hi)_;%9FPD`OS&zn!`OReTvh!MIgCmbDEV;WPVleW>EdxfDP` z6|2TYl&Xr( z-&$f7ho#>vhZ8exEyWZ(F~>yX5{Bsqw}mRsOQkTfRdK_zdwrlJYi>u35uLu5m-Ccl z_axR+RL_=#ABHU?_mmpXUy`hKm#`!o9+mEdb@}~@f(Wk5rscRU@u_iz;4;)BBUI#a zJdVf3H<$In^Ss{YO~7TZA2pue#jr~jy43FRc?Y<}&Y~cKE>UslqHlX@5Nx=#b6jsJ6e$NQ{1XUdUgMx9Zm}9&L z8{yd2#v3;28TktKCguI5t&&}Jal6+W5~>5sb+iFRlD3MR39dNRxC>OVvMGhFxr&Ot zEzvkTZ&5v{Vzm|pl&Xqz^mVa{w@f;ph7)tK9>o+qG1FKlrqc2(J*Z-)5rvVhinrTs zPKAcZW}x;8_&LmTWEWIYCL~QE}T@wcO7*mNog>vB=Ln8IzvgGO`u2uC2`bcm84K#^$V2byC+4F zx+Dp8_u|oT`qhF!D9JY;id$1j8nR2WIDFZ4C`oY;g_BegjajUccsvMu4JEl8N}*&c zNvGqil2n+SRELr%M^Ny8D#_Q`8TijAJ)$Y3a7n(}u}U(b*mN6|q`@i*#9tDp!>pfe zDgV&P6OP8FNfbodlI+>W`gbeEb7qcE619yKR>qR-c~(6iN}{@*f^kbSdT%bCtFspm zxC@)qBa;G1czxA-Vtw519YZ@DgyqW5rAX42gfqbnuj(&{lJqU0ur-(DSsm81u!>?f z#6U?JmQX;cN)jAyfF+rKWmyL}F|VAZn1UzfvqW6N2KNSThmxGXLSbYpiLG_U5Gcw0 z=^AyS{=8GSJBgSAn&G#D^9EDn`CWRAU_B&Cf9tL^aGC2!K?Gf_ zH=s*ameFI_a69MS8!B>%Pmx%~I`dgoJU_8kDpb)pnj#5QaaEZDUg!NA8oYoic8sSe zQde=@=1i>OOpgpxsG`?8id$0^{g<;&^y^2?l|dC-q)|9YRqU8!j>hAjrx`&NPwb#j zvQ_bncNl6vxM1@dsyKBo1^=fiE>AN13a_t}4^v3tDz0XKlCka^{cEtLCl^s5{wlh; zv#O}FzO*YG^H)z%5NWHJafTz+tC*pE))}g(a+88_t60>P^{wS= z=24NbNw40g01~Qb{i88%_dN~9^oQlT@Qfl!TSd+UuPEorK@|tSp|CYq(Q%eN{vF_Z zHQooRSooO&N>xRTEnQhvY<=%BoS5x@QB1)Tvt0@<;prLUT0s>P>)t0PrfgOGSUq6^ zltlN--sz&#cg-fAlGt`&eX3)~*YhQ?g&Ne#A>;W=(x7QW%u%Y_f#Cj$`HBi+aj?f7GbQCe5#I3gOY?H|kK-lzE) z->K`pmjX&v5-pXUSdy(z+jfN$^VDIADR^Q|*@7pg%Ym~Cp(Oo_DU56-3E7|=0VP=w zk(?zueWSMWlw@-r>yr>aOmhoh3%RVM#`BlN$D?+sA8*et?MlN^SXEc4vAH)8^NmL=_kidLlrN3P$YpW*4@H-*w(bTCX=9whCUQU z>MG`SVO7!cbgCv)aeWZQt*MI6ajX-)N9#ERIzRbg_W_2f#X|mhblJCreNGE?lNKhuDaZ> zWiMcpMjoaB5~^s?hxL;aQS0nJ!gBpQN|B_kB4>j4BRpO}6&+4d*qW<&E_@tTv7_4} zU3h&p@FE42s*2wf`(hO@O|q;HC#Ka6iYa(vPTPSerrD6&?V*a5_b7~PRcz^_mIo!# zzE<2qbo##A#Z!{a^;ut;_BDMv6t+;ayVQ98k{o-}6klKEm&{9qb=mlof(Wk5gI%~T zeqI%0;3mD?@ZkiJ%gro_B?(%>D#_K&9q}islbTZ`fs*V^XT2laGCnFAO0vE+MUlEB zP2G#}XvpiAIs;0QrblsWD#?IY)+yLsBi{~65^hA{B$dQy4XY$!GtPX0lC&_TP_mWe zL&1F1zS8MwCn(8pOA7u^CDCZf`uD5zHWX60B)3Mf*3k8d*K^ng%Jvk9za)23SS5L$ z9GVPAeMB0+{0NlfllJXe2i_gV^@ z^ne!ykWi8-FLiLcw{7<+7naM-yGRg$O%gRvy0Dl4bKiCGvyF$GV|%q(2O-s3)Zf|A69-N&DRh)H~;?`8fj1{aCeamIbEl|ZtPbi$EDry(7s#rHn@gY=k*-Hu~TNM?< z7NYiOeTOwrMXQe#{GY05`s%PHyuR9BMInW&xM?_R4edU?#VTghDkHZZe-(X(vi|*Q z?bL{JIOdNlQV?mYc;)RZTsNDuq4-_0%tjPe#wu=1{~7{S3~WZhxK%VZyNy+xtk_`- zZqn8iKtdI-N9*HuAFkymU3*X6;>kv8Dc zXQa++kxNlNkIS5%tOwT4bc@0-(JXVN#`C)jqZ ztSav8?A0Br7+X7wT;6}G;+{1v&7g{3lqjTd74ycis#tAdg%27StV)6StJv@k>$PH+ zwJn~(F>kFwL8PtXiixauYwZFXHiLH^)7wy38LR02!qf_?nAV=31*({9NnvZQ;?42^G(NVc=R>IC z8ygBJRTUk+IAIl=oqlx@PRuxaiYa(vnit>_t}T4H5vtf{B!!W!iZ_3390eu0k?v?L zI(>7G@|0vuH`e#BCYxn!fhum#rN;A@WQczmmLzh|L}gr;LJA_dE>n-TFDJ_|Rg zz3$^_BA3I*B$j0PT2@IEQ{2h?v0hB~_6orzlBxCzTpmx*X zL^CK!x(fyWr;=QEXqN{iN${YM!X>#jlC_5B^_GOfHdyIHf%r=jx`0)ZLCaUU!qFHX zOhKeA$!_a#T(|iit&TxS>W5KS8B5|@@A^9^iOLcR#x2Q9GuC688ZBHg2{vi;N(vyM zB+K%<;dXZ({%r>=*W$GlN!pTdCb;v+yX{btF&imt%_ZqMbq(b6R2*!&bAZ=)QjbHK?NHSBfN1#eC0NSjCaM9=3ogy2u-o`AA(wjnkL#n9G0e zFczxlr9yFQs^Sp#vpS~ybTNb~dN!wUlB%d{%c^4cR`YK`6^FHmww~CVwzQaaX-_V#0n>2eY1&~n1 zfy2#lyN`BxPzlS`ZxTh4wu+ny9z3Ap4pq$aqOdhr(f9BIH0~Y0x*1e)zaIsZs){~_ zURcHCL_K^~$C6nTQ}Dz*a2l6z=?krTP{n!kDU57YY|#B!D3s*D#?E&{r*GUjo|1(5 zus-W}y8A%s9Jo(St-NVAW?4ri=yA%hos(3!<+-Im_+CB;*=%RQDUCMuNREG^$^`UWV zk;~%$yNEX&@3T4@rm(8mFg_~XWG#{#XqK+z=kJMFEu6+Wl zc<`W6F;wwaeTrLC6}u*}Ugzw{U6cYf%vOno$sGtN2=<_1A=kiT)0#;>X?;R>msE4%{jSReWws!MIgCX8sKuQU9}kW7wpY z!zqA-Dtf)K!tEYAKFb=GYxNk4ByANr6Le@jRspK$I)TF0T*a)|D)w1^))h*!z5i4j(dql` zDo;sH3}*dyR-evMCt(Y%98QhrFUiCLIXrT=PJA5<>(X&N1rc1AcUSS&+H*R+7;aJp zRhKy;myGKYOX85kDoKmC8u3t)YAuQ+P?Dbdtalxwx1PBTCAq9eQKT-(+e4@DNc}nB z9=_|?vNOf4sU%mDS*Kv+%bBK7k|U-RPEtu!B75LjSe1YEH7M5g2{+U!bF}tTyOu-X#_;oxnN2red0VQd%ox;dgk|yo_9ib%0jv6f$oxZPb z@RY=N6YF35^M7?{1Y0QfEH$3LBtbn`pAXFVveg;ZCGr{t5nPwD8@MixN&|j?%j#e8 zyG1S!Zu7VlM^$6c%I3+f1eX;`tI2qNmx6eCgft#0Zv!sdR4Is{OVMp~8D^*L0voRE z+J-A4mos-HR`ECc^;N}`%>_`!1@|bDKowU%{DoRGTkUBBRkV3VQKYV7R`?k_<{oDG zJb>3%^g_Bf8&534M#nmB)^r4EjRTN6LDxSX1I^FkO z`d$rH+*m7xT;6}G;)Wg-ouGWJ!fV<2pUl*SZ@zlx0_`{L>~u4ncb zj`_XKDTuUHY%9MmRCmohYW@i5Y(fmvG|R`xBswyId)ZY*lo+<-Z?F67B5zR&@H7 z-s36Bw!W-AN)3WXz35`z;IMe34VcVU&} zYL(*~D9OU}6t||59EfL?Uezoy!TO~Jend(f9=XZHhbp~C&_?D)FOQ{|5U|Q))PiS6{j_)kiu2G%>MVQ29=RFVHUkDpq}CRWbZvNk6D!jxmLmv5M;>I`~5sAN8VO+$z>;&3dly@7$UAPXnt4 zPyh*4ygq&uZuj`mzI9-^3Wrc6X{*SYpn{fi6jbq$6NRn0ie|p?SjBZ0AK3wsa=Unc<;5rcc^0f016{p6&D^1#-IFd{V;Bw==9Bg z!Bdji9ayig;(rcxhb?sc1vQ?(By;DU!jgRNrZNiF<-i9DBDgM-Uf{YoTFy^`Dz^D> z@~FsV>l+@IMj@o?zwDL8%tF99KL=CL!oz`vzTt?2j*l zDu#ZlcVFbP|Nk!H4afVbj*#RPw zdJo=DJ_N`7BTEV*Z569qvHqIS2}($UDmLm*VP&kMiiTwwR8h^If^n-@a8Cs{>B+2B zyJ3^ckD>q)s(9n)SR}pe;&u*}D{LG^lD3MR2{!UhZVXjSaHFs_S8<#%>o=}cx$Ci z+J?_UT)8vHT;!7TNn%OHt!I_QbeqO+D9OTHiX>2yfKb-IU#)rmWE+&^Kt4s0x+II= zuwGw{eYp_-{mP+);?`7>Ynxf8;M&U3PvP~|k24fbQc3E*W4*pI_PbIEC2_h!p=2vb zar!bW$%@Z?oymr?M4DoMW^zsjK`vmQ`L;gUE`VXfiLsOYw^4dN>(5PwNx&h*2* zw4m)k{FuVfHxxwLlFT~IdVS?E@3lOXMEMJam9ZqRF2(hMlH94LVBC_#Z&brgDt}XR zB$VWW{66+3<^3(Mh$L4em8_0m3?-RfpCU zdez;Au;EPKHHjCwl>OgD!t1M#sjMn49oyIjs%TP8kp!yv>hC>w_*KJDX zBXt$ym$SZ0cE?Z-pX>O%A;qn!iWTfC%F9RiLKW4TQ8-CeYWUfQb!ez3gXo#PwBg3?(_xmBL9X$--u=*H;67EsTYdTs5aqvXx{^ zt7z1oUNmbAlw_(k1^=g#WVhVb7)s(bh(ZdNB*u;P`YJtdmm_S0X2U2De@S`-vEQjH zHEjeh7&OOF5NS&?q0drWw-AfN)=-j#6DX{VCFy@sr#X})+=GH~OA@Qy0ypW!VRw7L zCLQ5J0VI?pq;MLNo;WXS2+LI+NRgy131@;sY+ePy>#JUKDQwLpIcK;TOS0n4`W;Y` zphXl=s*)V?O~8_LyEMTBPR!vk6jSiToGUlTuD-I8a=jpTHy^japbIzmwT6-yt)Vco zmE>xvVH}i1bNPyoqSLo>VQuacg0Gdc{>^8A@4C9Mg^CiX@%$y(Ud{Sea?6%e2Ew|8 zr&18Xb*W^ni?-Q5BXEi9@d1ckinnf-2T|K_P{!sOHaFL#xN7 zKVTd9zo$U_RgA31s$&11#%6HL-~2{Fq^+W@%M!d@Hcs6;1*`b-DA^V=R&n~H7x7TV z4xcC(w~DhLw!)Tu|J-ISY|{JH6hJ~1O`HRe)cfcye^@S;Iz_}w+A4A;*doN`J5+I* zGKH3w`M=KYG%lvMjRQEc zl%j|zN+j7*$d+WORF))bvPWc>N+E?xv|6$xNr))2r3gtWBFUDWgeX};Me_X3^TPGJ z=bV`{_5S=m=elO@>)UDTZvIqxs%ZM=ZQ_t* zQ7LmZ%Cl|#L|8)gi^=iak|?XH;mB3boQqG@&H6$@c>9u9AN%4I?`r^W(z2cAQKDKd z1WS}8?>HmL;<1wzL6Xw_B#B27Qy)f>8wVz8gCwisNQz)d&bBVV(Qx%oOg2d3nMiV_ zNn(3|nSv2*M|T8Cj-MlOk|e3lVy@I(Ee*Z}k{DekQL;%gS~n2O&drVr0!b!kk?>kc zl5yS_B{`i-BKajb!(ORdzOiY4SO$Y0kRWbJyiPNc3{QGPNx7}|BW ziX;h@MC=6rm`!v8NzCe6{F@@uCFvh>1SJ`fzO@NR@D8jWHx>wjDlI*Ds%h@b)Ex>C4@~g`J?5nH^LzM3N+L;ix6?7IP0=#q>Gq zFb;gXljFH-N&fTV(^`z_`A;&Y)O=CD)#x!?5}>OcI^Zzs@Rk8TB%qanfV3wSNCR- zNPZO;&tv|xh*FEc56j?*GYR5Wu_S@{{Oar`<5e)`pSzF{p(^fZ&g`#x1hv`?DlS`1 zVr5j(sYL%4sCab)2@_Yb=PX^cY?b1|>7b&2FbR;LqNn$2Oqx|T8h^&^!*-G+R7J59 zyc=E?4k})VB(c&}Y|$kiRWwU*It(f{IYa^lsaUfv169=NbI%zjrtxu-$vZLMDB#4r zyME#|*k2VSkr>%jyzzU*SdgSsh;qZwzgOzw!#N~*beXxU?IOo>OEP18 zAxd(`tepq+Wq&jY;q6O&W9-YMHd9ofmRUwyx`}Fu-px_VRV(HR!J)UU)1j8K!Q^=E zT0RAqVJ#=_NAHAM0<1^~Z!OVESW8xARXbR4TW=-XifZwXkf`FYBxbLe7U^pUDmHvb zl6X{fjsJ=&DvoX09aQZ1f}{vm@!9x7RIx;Bu^Onj{2j@arecFAW}-K+i>(F~w|pXT z5>?#9Ty<=`V-;R?99==8WK*&GgkUT?rnAa?P%*HEgx5;NyTLv4K*i(+DgWLv{3_OG z?{$o;+>Vz_!j(u6w~7fdrg+VEPcz3~pyC8o5+YPZx0cLaQQ@faYEbct28oqX#aTzL zJ^>YPKRwt7!N51gaRgMQJgpSZ+!J1*ur*oQ*0T4Em)H6Z5?#$>g1w4V&P^)bHYE3o1sB zAu+P4n40_U5J+-Zd)*Sz^xeLfLy~2tjqu&S+P5J-A-I)3Ii6dR>KE@(k~RrKN^)mQ zUw@F~m^?`lEXfs{=QvXPn)%3qB)3&at~5!~qZvugEm+qGB-yA=;v`A(?J6V57`v&> z;Hu+^_9RL+N%|dSt~x%yUfKdA8PJu4*GiI-q%oQxNqR35$uEijVy1_mijU&Ak}Hf! z5Vs^3)tRe~>MtjKhS69yjD!f4B&d|RKd^PzmiSv@s7Q5m-ZlPXsi-G_D^cO*$dB@sJ8XN8ztkR*K}iIpx%(2CP2 zNlt==H%MaUN&*E*(%0-JN-`uZc>+vKZ7-6^J2AVc;KaP1rEv=+(eWcOvPq)6@)0mc7@QtHGYcGYir&thABbwHKFCqaoeRuf@k6AqD%7&rl^oAqOTiK53aaXeUW)JuuuXQjn4FX6e@5CIXiWBq6W@RT(u~#UGkxfN;&ya>7$=jO^)kV|y^AQe7 zCWbS2E?8vOF@`17{Q)_iTasVFpKyO==P=U&`ZDV|3E}O_vKH8v_8L)#p%$G~4O3Aq zMe!W9Y#!Sb_lnI{F2>6(71`u??pi#$F;57t3Y*;yYH`gcA-uKBQNvm+GHuqtf~$%d zGgVYe`G2+if5CA+t0U|hqhe{%lxk4XKY=9isAyjN0ss5yGBU*qRP1<`qzG2Ap=vSi z75A=*QU(>fr;=Q0Dz1!YCVI)eI5|);C4HvB1QiRukuY%;*E<@aWyziDw}nOextat> zP_fJV089$(Is6Z(s8rwf-*OkKqSy&GR(C!IDz;T5vC>ua$UcuM4ocjR2`V}@CxL=g zY>|EsRaBlbX(>$1XmygwJ26)<6SI2EjW3|$d~FgVn~Kk4h8Kb)K^NEgh^B8rB8Mb1 z^5syHF7n#=gy6y1e$rcL|D_s)91(#5gyqh_JAW8Zt5-3O#+qDHKiQ?B)rXWf6 zc#_FGG54tB#MDeK9}bdybs#aaNwOrbLvxVi+__EZqUn3{42L8m&oEDpl{+)|B>XdG zkWP;0mc*_lBgrB^FBJCi4HClJmr)wnm+=S89H5qTUxg2%TGEm^YKdCL{K93%#|G1& zmO7#2cXbOXh1Yn*P7=af%aFEMOT#vmePF>oJmA!H%ipVx2U8@f=yQkJ zUnQn`tAUCmPmm-&6?NZYSr=yN&IJ|2&yf_tDt7x)hCFQDx@I@*uYO-9xzbeZ%&J&6 zs_}SG@pTr7lcZv^$IMm7-KJH?V1KnJk3`9);`t0_f3^G8O#FtmPXP(9m5R*+ny&#B zkGv$2{3^C|XH;DL#C9Sq1Kna0#I53iiOju@30K=&z?gsaiG&DMap`{Mo9QZnnXN#@ zx)mf=Miu>1$M}JYl{F+xT*bO?2BKxvN=x3uB8_S^k6omkPq2FF8G=dYhYkycb}dvU zNkUZ=JHc1oR5yc)vs#f@=_&>_N=Fql?fWQ#ik9t2pdb}B9G;?zt#&ucf{D3Mk7V*r z%!ACtJk@0C7*MgH0f~`K#r&ETz95NiyJ_7;)Avj&ha_!gmf*CUY?@yROXy8Eay+*r zo*iD`Rma6nfm5I_E`3M{Z(oeGP?Cs|2cN^6bfL-*Cs8feFH4lD&!^Ye8>_619w3RQ4oML#$?ZWuP?GGqKW2a=d%KZbX_8p8pI_an84(JS#PuR^ zk|cRjhmj;XF#+%DkT)h#vPqIsKLpGEbSLW?T&as1O2TU;iQ&z(#URN-YZA#XiHjQ} ziO#Y5dte!ywIxB^lKg(n?62&0y5pCl9!w%3LM5p`iMdkO!+3Xpkfg;75-X!5=iCDD z^Q(nUBureAiH8Q`{QqO4a32=wtfeGC!v1Qi=@v}V4Qvwyl6-I@NkSzNJHgT^emNkC zjTecPE{W5wOqAr&F=PCN%cZ^~P>>`?onE3OZ}%*%4-?Zih-C6k%ihDtsFqim5><46!KipQKV=`NcwjI|;!)8= z{uP#Wbo#gZpyJQrBt@`_XPZJZ};!ql!UK0<~a&<>XJo z#8s@C%lumNpIP=DVUcQvkN^oP#y8lGD&9_>)dkwMbvsECs-oBlM(+)G1r?X>A+gd` ztn7UqRlILM#s&6QK`|sykcy8d7NLrlTDR1Oi5Y*CWb#hTSIoq0@v8DVsJQhciIGi3 zH=|oqL6Y?~MGr*NH!Pb&l6uw5)u?5mSsP&qO;ULC?|5!W5(YEBaCxk^VLbF@e{&MT z+ZUCND9Kfy#(3+I{o=YBTmN3EtIClmiFq+2N#hA#7eJCm9wdoJl9ltGp(MQ(LUw>8 zvEC#_up|zCb?|MpQEu=%kfhX~C|Xl65#93MXh?}Vt> zPNHO!P-6{}Q85|4^S7LTy3n7n>^pyJuqBt@`_>GF(<*O%@( z4=R?oBe~L4ynBjK(V_nWcTh2}6N!_gVst8_;@t5SHn6{%-GfBQreYJzFx*xq4)^&2 zDu(tU;k8n6_paO|P;sXTiR4%DyeHGc(OqNGU>UfYksxjruNg5a$_?IG1!KPd2ofSx z#W?*S?AzwJ%oCvEs<9+iMiuw(nAHVTbelrL#8tfZb_80MvqJ6{sCe9w1V~WPENV9< z8K(qzK)VtakR+ihik;w@dp&!Ciu;z6Sm`Rh-`J-*vYIERWyFv z!xE0J&<4E8fuqmG>} z-wR7?d zy*@K4ngxBH4k}t|lO!G$17;LpSz|H_zJQ8b^hklO2 zF=nEV&~m5%6{Gu*I7uq1t23X)>7-1J02MczkSN(yjBCuO7~Q0A8&GkE840hIitRpL zUJWYVvnG-JD*j~misR}&P=saha4ZSpR`FmR=B^GE>+F><<}K|>h+q}nneX6DElL>$ zDxRK6Vr5jZPXYz0*tgwh90C5lMoxx_X%|1U7xQ96&-ex7}-=*EO=K8Dt2qV|AT1y-h09!$@fmoXK^RyrR{(vbf*J3o?8<2 z*ugk*?-x$E4t>$-PC|J5a!()oa&dI5Km6;aDDSMh?eA5`=g%cd^6?iVNraY>K1dSR zf+X=sGFs;zmeuu{*)))3PCJq!Sdv8z8{yl?Fs+#*NRr)|p->%i zao~Vre308LTN1=A$x}^6l11zNb73_4PbMKkC5bd;B$+mRSVNHH*-R2Eqa@k`pW#!V zzRV|K;*wa*v%~pcxO%fEEYjTNBtU{B)#aZ-F5mZx&%+`kIgs z-o9ireKGerodvbr_#I*=swMR`M=c{tnX8U{Tl9B=T3#uH{yUz#md@$gSj#G#33u-da+7;%j_kxz|TnaNU#6dWmZBdm~Xrxh8AzP1nQ1Srb%LNGC}=D%y{}g=Kl4 zKXwIFTz`Y42v%{&G(|kSd3R@x2Nh%TNv<>%ubgHk`oKM>I)jR*9+NmpDt@zPR9v~p zZaS#=xR6B2rlQYP=3d9I+fq+~in^sFyjChUxqRR~sA%zxMDnY+b~V#O`3qL(U>SV= zMS{3h%oxe2c+TL=a2)gXlm5Mbg{m0vhWQNhY4&wM#E&HmY{|*-EPE8UZK}Gv-`!Q+1_wfv9*9={fBveJQ6OgNdm!lw|TwOut?@G2Qkl%?A}PTay^sRJ=2{ z_Y9DvYQw?pqUoFXjzf|Q`JZuGp6s^j11zB)!Q^;uNrts#RD7cAcp3WQ8BRiY`;yoj z`(oXp{SbJQZU_i?D5_;|i9|_4SV=0}wehLC5!*=;k0jd)Z(?tbJW(_ONsjL&DS{<& zAJr7!MvHv1@L7oFu_RZTBxepYQ!r?JjTuO?=QxRzB+1sL%r9K}UPwI)k|>@dQL;&* zeU{l@t<0&x{ndiYB)nFVG;&^P2a<$lkw|_?9JPR>%ppR^lun*?!7vg#Kj$?OdI zH82{B3P^}hNp9X^KEE2?sn>Xrr0XjZE2AXUem&-ZB!}OVFmXwq72D(dud`M&92Tig zISG&;$*1&#nDqM4OuPwZ+E0=sR1&chY<4UKuhfmKx9Q&$kuFK5_6w9GtZ;2LND|SQ z1PYR5m2NeTfPG2o$}lmDT98cMiMh8APRxzI9!VfcrWT2jO_Jkd4e(0cp>G`vMAP@+ zf74g&7g*N!y@J#7@@H3DkYrX3Ii6dR-7d_X5Yvj9eT2SbG}Qff61;sm$n@pW-Hv## z(TzGG|{qI%BlrIuhRBp}euflh4!e@0jXObiy6@TbwMX-uX zmMi0uD4sV`0rpqt?vh+-DlTHbmF)WY!!c0t^J5YxNkwmSMn&i6Q%XU_2Zba`HWiJp zF#D^_8z&~f{%TSQ39prkJzE~W2r9n(N+S7H-0Z>pXEAJPav>~(AwNkFw~C7|GAgDg zUfm2TwygKz-}_gniW`C$6^Bhcl@BToZ%krkRB?v#+w-7eQgad}u42cyX=qt%YulT! zNc(A!00}Bq1s}#FrKGZxSL@#TiSOtB&%=f8PNWxBHV=8C5)JGW{2*=pIbM#8r%So`sgx34YiL z7OC705+FgvLH0*6X=iXX{u41Tk|YULQS1bR7cFTGDvmu!Vx_CNYvo&1aZP61mY`zS zcoHZ`Ma|~*P(}6bhYVq2x}GJOyc6>&Gcn5pRS$!TMyVu5HWf>c*?a;?qFa_85l!E3 zKRF~BG4wu8%S1WtAXq}F+T?g{Nv!WP-vAgI{{A-fWp6hU!rK?uK`6;Jr=QyJCVepR z%B%mYSR+xAgF1{PffshX0!e&kk|Z8U79YNfy@?MpX#ie%bQ6R}xFA^o2BpvOU`vY_0>b?R= zN_|Oqtt8RaxiJkS=@djF`6X$-hUwwJu;VXb8OU!VLEMs@a2ksD+K&5i2cOl^F@l5$ zm1JNS=4$QK4NB`kl85_Atc;S($a|CnlGHy+!o(#>=sFkYe`uqwUty8HI!yv3NRred z0h4}=3{3}kubwAKLM0J9!S5r+v;s-euaH>jk~Dbz9wjk#xY!FMsm>;Wf+TTnSRW;s zI-@myPO~nLWb#hTI)iayzL?x%5=b)dA&HSqk|i5*_k$!2etN$bP2b}Grmxsl$Ge7% zBm+O4#otQKl=Jy_Jhvp{%j)9DJ@52%8A$R>k%aK}Wj@oF*->eDSI6iF5lzGYUa5P! zUQWCgWvw@O8kYtXM8G(Re@Tw#t|dE22}3qKZfOOz+$km@ytPanim&m3guY6!;5xL5 zGZxiy)K^Z@{%T4OMnw~c@{ge6oc1J%M@7w1X;@a+$7pj<@qK5KB3Q+OQdLy3&c}O~ zLB;O|Bv+b>^N%wV{e6GOa!^sdABmHs;(=j(ajs8Y+AbMXoNr2^WK%I9p4nf``#gL* zsJPpLgx5+%r@y6zryL*N8^(O00|^nT zqT_JpUdO=Hz%)>?yCaE}QN^?A3it%82@6P=xQgy2^U<;f&hhv&v>jYXfCLrGpPaxX zyVIo`pk2uxBuS`>VkdZMzSUz;@tik_m9ApFwI5MM>sxyLK*jU^Bv6owDOC+n#c2`K z3t?i0hLB9&iP?1+PRy@c{gXjO*KiUen~L48f6)dN-wp}06;0nfe-26J++nUdD*jf- z{ne1s7GkRLkA}YWe?y z6M;k8oH z`0}VyP_c(QiR4!?Z7uVkg_WaA2rL7~wIqmJ#VluLub5QervqdDyB`S=s-ndR=BlGr zRDubps2M_HWmGY1+cyo^E9UJaVd5%IieH45?Q8kK02XObGzpNPVrld#OgiXr#S7Zi zFODP$RZ;8&OCq8pK}GFTBv!hL7nHxCisz>4?FJQ-&XYhvD%MmtLKTbaDaXLXbh%10 zc_-#LW?~i}i`fV&?#m%DvZA8VGUd6LO5`zOIyjGI*F|l?6Ni>g=NPbDgKEE;_ z+F>~?gOMjm5Vs@`l$rh2*XEx(!f3QhCLuy4$$!O2qVWAK{+5@~WfCi+Bo?@Ja;V)>vgae`P(zT zLM=r-NCJ* z)jR`K?6Qia2v%{FlN#=?#!ov?1}d&xPjaQHn9qI|C%0k771&?7Y$kD%RLlux_E(V} z?&m?pkgX(2HWj11w&7hJP5j?20u|p!knmcmxWOg#CaCy1hD7qKxQ6{K?!%_OhhZ5! zK1zbPRlK{C*#K@-N@g?*7 zgCu3{zh?h``bKa_q94xOHLo|Pi#05v{XXP)Zb|IeyXKGYZRiVqN#8_5c>B^~G)hv~ zz@QA?q|=r->=V_Jv{#}ez4|heEU-~d2T8mW%X_=Mmu(ImW9k{rsNyB{POb%aFnOLCQ!Bw>0yettFX1PS7nr2i9Uf2E{iiw{rV zlte;=N;0i4BZ=es26`aLp^GF|MoCt8&N&8>L}rjMaY@WSuEhD@_-lX*EYjfHBtU{B z{&g>4QqRl}5g`ogCM7F<-LiV9IJ z&kjgbajYq$qOG2415mNJ8A;+%v98{EEK6SV^fORVL!G1uR`E=u=}fH`mG8~?@LA2*VO2vsrf7jxAy z*WhddsOU0|#LB3m^Va4mpyD_O5+<&q;_=mJS>rxW-@+oTnnMC4sOWg@A|^#G3?2yW zny`>02~|<-1lx3Q=?E&?t{}0}Ra_ta2UR?IwyP1S*k=_96r|z>Llsof+vwtEn3y%| zNG9*Zd^Q#*W*414&q2j+0VGB?6@!u%TZ1I(6OStG{42@lLmZOyRl0-I(rELdWgy9b z+2nX`Nj6Sop8E7=&3F7gfx8Py2yb6L+hJc;tcjcnwXA=o+DlYRQ5;7t&lNJTmOQV; z{jioVfDj=Ac%F7$aKsJKCugx5;N zvnKYVLB;4cB$8jnUaOeTGh5tf5eUn`Plp6?t2k$Z8Sb>V%~WxMF(2NIga}o!dj#{% z^onH*13|@Zy-BQ$Do%OssRJq&nvgJY73G(Dqh*F$cW1&PjW8zx5>$NUn}$h|ataHf zUFM@ml28@JPVmphN)1r);CK=%T}7p!x_F+c%XVG{6}6|4KtU=F=+hiktSDak1}3JS z6UpSAn17gw8S&u1pNOpU|G(^W2kaESEg>%VF|T2CdYG2Qni-(E?J(|y+hC!n_(n`w=V?~QIfl1b*{sk)Lz{=PE<==qC`nT z*!@+$nvFb2^0os>;*sR;5JnRHIb61%P>MX)5HbD90sw#esrSBHI1k}FM;O7^Pb zHCtDCkR*NpiIXIW)qQ4vb?&UjUXUbaD2b9yl6_Uo{wm-4xeZ7%bOZ^nl_Wp(*IR-l zy~mPBeo2DATHE=4brBvcZy z6Fm2|dj?4IWdn(oE{VllIXur%PF`vtNu59vC`b}jyA~+Pqgzdu!^CvkN-}vTW|zr0 zG2NQQ#+e4^D&Wjw+UCXa} z`WWIHwkQQ^aq=S}ytSlF!Phv)=H)(Ea4iO<)!p@X-+LoTqKfr~F#D@tQCiPI#p#wL ziATj%>B(4@&k#9fP*H0PNfE5#-21I@f7SQp+}E(bnmm!@N>gzoyT2;ce_94A8c!o} zl2p7sg4thn7lnSYfwb6I4uIK_dB8oXx5j z^J?W#SO%%9ND#M*`(l~>m1F5RBN+30*O3sRDxPv;K8t(a>hw!c(ItSy%BZ5V%>pw} zvE>#LCa$8P#|AW_Ut}9USfp(uNPq+t<6B(Aq=m8H4@0{w_LC%`DvF)p{FZ9=pkn?J z5-VNBCtVugd2ZWuaWklR<^%~8q~gO>YN%q)j@R>HV)~vVnY#7B|jN|Pj*m1Nb@m(4+v70pSUBuSS2X7*RzN<1%s zB)!#1lx&hDw`Q)?b$>Z`97u9qn}pX&l3(>BQbCeudL)uxl6qdul{(!^N#|i19PdGb zxFy+Q#z^uz$fzBRMwdP$M5rXM0~twzgTl)|lIJEQRz^v#+xeXYNoJUnFmXu^P4>gN z>izcR0a&DCN09&tlH}jd#w05>b4_U1<8dTOs3c-1Xy)4W2}p9sfy7FeM4_Z1o~LEX z!22Lc$2lZWkR(Ne#5}o>Wb#hTh0}3j&gd7f4Ew8i7ZM|zBrc3ifNha^{=@==oHm)-4Q32h!sj^~zS@A3{9a&E^qcj(K0OA^A{mm^GHPMhZr zfc;frov00>S|YD-)FS_Yx$0Q<_R~(N<)|V#p1T$Wi>_G9uxCStK`s4TkPzNlB4^@j zT;1F<3Km>zhhe8gwQRpCQN@Vi%>L?k@Uz39;?p@KiAP1ffy~~spukWaRE%CsQUt5G zW&-p1mEpl{$3Vp$?j%>5iiYQyiGFptQZrCd(VN6cQt?~|W`EVqVQm(unBzyHWK&V$ z53|3rNvJdh6*~lz@LH+Z#kpHBsCaA}iR4%DDf_Kt1?PztunaClkRWaq<>oLdUhiu& z0LHw@ei9;7#nIl3in&^=^FYPuBP3Qv6<<{i+XO0lo*-f3Dn|F;h(_d;J?RXKv`sPz zkf37ft{hC7?z%J!+EsjsBneef>;$WrnA>OJ#MDmi7zZk@d`e1U%=DoY-@iMYT49<9M4@#wvjo894aVGhFb3SA|brB_|Cyv;>)t|Ssl;YS}X4U zd(|=azgqsk;5hHwmF|$9(m8N1GyH}iNd&&(|JUy7iNmB8fE~8>j!TSg}7(iT;GwC(p+ zn3#$?Nha^ajAbUKcEnA5f>rZ!fQmPM73+(pZ{^=!}&Uo zK@!Ux5+_NLO7^>CRYx@NuKA^RNtA4oI4))+(N;R629iWRA>p->^h8M(EQ9$aB#2v*{LPFcnkIFuVKjFBMnZ&262xA0{QXOF5lE6>O=4w~WZE^a zOCX75gUSEan7AZ|D>vg@?O(78?+pBv!g4o5w2QdAjv(9|4lI=tKeqN#d2Og_7+4Q@1`$%%WZ-lXqg?nuin9!)0=B z*k8>wAu+N^GXH^jXOP6Y>8xd<>06q|AxU=bTb!2tVwO*YCA6zGIi6dRw2J;1vTgbv zd>WRgHVNVF%cA+%mwr2(@UHoS*{`=4r=S>lV&{T2dC1VwYnizKYuRfW9RmNl-8k^`f~c0S_a&<6XUVA8+wj~{P;q$zN#aql z`X-~|<K}ETJD|25Z<~^~xbpvZ*+3Bcq~~SqKSslHKNr+GtllL%J9W5d+%mNjMej>3ls;Io-eF&(y^alwO zSMhj35E@a~{aQa*q`5UDK!S?iZ|`D~%C{pSprTTvU;mc7P!+{aa8s+T&Y+^IGKrP0 zqKjfvJkPc%X_}y7t{Mpxq@r`NHmazvY=z$?bJil6yc6>)GclK1%{c}t4(LQ;WK(hY zy}bIM;#QMo4@A@VUIB+BPqt(tXfGN>gx5-vx|eN+f+YFsBvJ-Rejl%c{~YRSlOTbT^m~`31f$VTkAw)7Bp1y2lU1G9SPy>ixtzC{C@j}LoJU^d>kaICG{moEvpAU#?zRh zIDQG#()|KCp1YP0Q@dcu#NR6T-@>R&62e=H$ufM6=L}3;3M=+v(LO6tEjM4ubroN+ swo}6J{d>zoV-oaqco_-cJ&&8rdBpYhm<{i>{ohH9Z11(IvsEAd2LeX;fB*mh literal 0 HcmV?d00001 diff --git a/utils/logs/study_0/ogbg_model_size_jax/trial_1/events.out.tfevents.1708063965.09169e6e8d3f.1379.0.v2 b/utils/logs/study_0/ogbg_model_size_jax/trial_1/events.out.tfevents.1708063965.09169e6e8d3f.1379.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..36323ea003ffed0124155c458b8422738dc8f92e GIT binary patch literal 153144 zcmbT9d0b3i1BXLovK84wC<-Mim6A%?vX?9&l@KXf?2@uYNJz+9sbme=Ro2QH%ASx^ zQX$#G`Po}0IiyPm(Fho_$Vpa1UbJkQ6&&)p{?e%iEd ze`ytmZ`z95uB~hSht{RNayw;3Pj6peYvsB%8Y^^ARNiILcW^yrk+PDnn~SH5kFR^` zlm?zSG2hCVvsp3zm!#E%mTn@n`-jHM(?F)=_Tg z_h(JIySTae`?$C*_>c2`XQc&jG9Lf*HT=t&WYBzq=(j(^>8z}!tSsTs>#-`U59-wZ z)kvZLUxts-nOISe0ES_zY^+a(+&E0vnkGq?PuZOqSe=|#JampNK zcFTH?O`pHi$%8(Wh&rxhsQSu!%1!3FczR56@%ul6qnUoZ3NAW63tOvX{6VyJ zJp=2e+(o$&1*2V;HZ@1rdf{5Gc7H*uMB5@n!?rRY3uSZV_7q6E@VJ<46rQlmt%lWK zv_itAL{Y~*4BAk+r*d-&?d3nq*?qpttl6IK%yp`u+I0Y|;GtJjG>rcO-xg+$6V-@g zfL)Zel^giE`}%R#ZddV7T)TAjrSC`I+y0%&yMpOQ zMcb1Zgo$!5<40Vlp!(Qa6#{n-phyi9+#^DKW)7eDtY&c6PxvpjtNY$0bqk6FT#%k}CS z-uJKDNcXueqKD5IXisH*<)$?B|Nq?+a29jJagH{RUf5gz#Vz>cbwG44pTQX^8z{G+ zah~4Org?Zx1LB{tVBOE=b5Enc#GI=W3q&C$3{m(z48$vJ^o>T(djEwq-ctNZl=q2& z=qh(rR{8&d<34NlpXGOU^Y-`h`|m~IOegoXr-j~M($yPdzKe#mcKYvR<+Nd_KdTL; z+iZ@(W^vPEM)TLfqUZ*yOf4!kgY}rF#~@^0kKr~UVPFxl&|6|rlUuloU#t_o)s(N= zV3D+(8O?9;u?MShuJ7xVfyJD43_{pK!4fWwk^1q6!NSTmSYlC&YtidD%i{5Zif&+$ zIgA<2Z_!xcI=&XOo~N3C#qKc-LfFC*Etd7|FbXU_t8SH8C~_@szh+s4pBric7IRuN zqxmhYbXc#&g4=p0z+#ssgAld|L<`ewB|Wg1Q!`OwQJZU#n#Ag6-bTZBU=dP}8O?9; z%OV|Li@CuQEx_Vu69yq{u?H>mQf#||#g?5HB^GtK7C~QF9m|?~ttD8Dh+{_cTO=8< zuBhYngU^6P>JbJZY>|oTyw82?sAA;n;kAN@@N5pgY&wOJNr%W8|jLhCRyn%`pJffTgR{bi&G z7Wgqs}2>$hnAxU=h)g zK?qyuqlI>qQV>{p9x;?y)aP2H+V;XJSjHT70E;GPnbG_fqPNEpvGLxwM6ft?i9rZk zSfYh#Z>8^G@zHvq#G(P$qHuvBPGRWO!d_sJKZF_0Z;@k_govMhXD@(7z-R^`Y%u~Y zg2N8^g2nX@P7;fTT#Ikc1~>(!Ejycl#oV9FXnu=#sRt49Z1MU4u=rGa!haJGwwR0- zn{?6&z+%Z2W*j2y{rmI)i(LyCgs?>*TI`N{v=J;k z@**V`s$7e6Hr;Uwcdjn~1s3+j%xHd#Hw*S6BFVKf4=h%HWDvp@tI=XyowakoLgBzc ziA7_sg~|zCoWh9^&GBI2d7K%|Z!uG48zMTs39Xxszk8ptoJ}-p~kh) zecT17@cH?Yc(713Wk&N`ICKm{#C`qDreM*-ia`il>_Lm6Q)c>sg+=W`iA7Vcg=Uft zPT`c&DSfc8RbfW+TU6~?gNVy*@3sVs*DV=@uthvt)K3g(1{R<4e@HBvaV_@O(8ehY zJN(fXEY_7WqxmhaZVX1m;I9*`!QyizgAlejiWXneS=GCsuChw}Zm>Dm;>7Y!IEAP& zuWo?F?9R++ev2MC0f;zu@Jk)A=-7in2wR*+i!sBdo55=lSWi=8(SmES^ou4=!Q_({ z?(S=9%xHd#x?TMd5zyxMX|S+s!ytq$Qqdwh`sx#~=-=5yV$qUoVH(;Irx5L)><$*2zcUD7i$`b?a&_2lusH8DUt*!owMgFF4yUl9+s#j4an^$w&2Q1^ zw-X{pbYI>KEP{L)gs?>(TBxk3It>;c*Fq&0ZMYVG-lbAG5^#aiA7tkMdMX%a0+wc9JhjnOByqp-(tGTFhtC? zY_|+7wq`I0VT*FK=(fRfFIY62enMi=j%zV>zB*1}Xx;AE?zwZA(fk&nRznccA@AEf zuqa)?AcQTxqDAqf=a0dn#4cT8p~1B{)v7g4VYBIiq3~MVb7V&ITMP>sh=?1YW#`ZHL}RAEN*TXOB5ec-j2mRxJK_Ryh~EN z!61Y!>Z3)<)`#kCmb(iAO>hZkLiE9yxmGn(IGfu<26hFt9N6D+noU=YF< zYG_e8cg1M1NZe{AvFOCL81TCZPQf~3iBb%aMgSPW~(AcQT{(V|TE z^$K_`%o05$^U&s6%#BvXDJ=Y^g#VUw^8_=R-=Zjrb?a`O(cT{{%r7tqVG9kkcz9%S zK3G(FFOgX2a4p82Q$dTn1(A+$MfG05jOMqvGm3S)cU;bK#ko$*XnuN91Fl7zNp;X-%=ke3 zv^m0w8O?9;wu<%UzIVrML*cbB^k5Le7DLdY(W&RP!6GHgL1JOZwTM)&jTT4tJQ@eD zMUCgoXnqURJT*idyxJ%VEOHANgs{a3w9x1sGaD?dk4=|Y7;!B$`zqoT)(mhT0v3(W zGo$$}_IF~vEk5h-(H|_XU11Qy77l2Uyz?Rct9@O?#S)8NT#L_XHPK>}%2iXaNNT{0 z=C@F4-53!wo9N_%#o49|LfB#~T0||m`~_Z%Z#y?gER4ApnK?CZ3Zd)!;lC8Gif2ai zTjbAXy)7=C|lu zhh;G&!WrL3bueHM!WL7|BF;U{6)d{x-jG=I=32Bd{DBtw0d?{IVqq_4G{42R2-aJ% zh8GKy;kEeEmq7?yOh=0g?bL90Z)=<DyL+ySaz2g&2RA_o^@Ea>24AZ z7BwF;2w{uaXt5;uL@Tf`4OChqemB^MYcZ+aXS8VdV)!nwXtstK&2O=yXDvJ+9A>oF z1&h>h1|e+WhZgz+Ep~#%TEo^73k$Br$nXlZ7iW@#< z5W*IV(c;_%75r?lS&x1a3rnuWoK!a5*IdbibsE6V3GgAld| zLW}OT?&D{J=WlvSEUdY&#ffnxXc2d;9p14T<}joAEhd?NLWEwuT}Q#;V>jrv9Wd;BfTu@nX&Y!QkU1MgU*fJIBQ zEQ!Scu7#RXK2AY9_hTGb+_hmw^IPaVWWAhfj&qv871dz`gAle@j}~p)Xuk#v|2A(V z76Z8!w_3bJi(?&b;CtHi&dg|ji=;A^g~;A?GFW)&GYDaeFtjMWdCCbaMn3*3u^7a) zNNe>1E%w=rzYed(r&r8qev5AdUL#_Y&ck0|VO_!?ge}6+B7ea9BCs%>Qh%-Z-QZxZ zMVHK6oWib^+W5)8yB9N>-(q|zYaxP^k8A^rg1HPr*kUtUl-W(iZ+SKT+)iR)$FHG`~gg!>5QidHeYousEWm@!tf5Eh5n3`T7YB;I)XjVIYAF;aWu7 zJ;Ny^7_@2ySJd)sW;DNre^Zvlv;~gO!NMSyK?qw!qD9Bt=rpjXV>duzF_deeulfWn zerAoC2Nv%fn9=+e4rz}NF@M*tHeeAqkwFMsY)1>Dv1cBF#VL`K#9|oN!oCh`3LQVR zeF_#Mn=qsKEi}|0qeYEcqQ_tn)0#mDTSTFS;fbC8U~&7pm&9T?*JA6)9Gt?T@(p9a zVtW=dn%~0I^C2R<9P&1T#mFZNLfB##T5Rh)9X~y2)-yF!f2rSNAJ0P(b#kKHrWlf>R2CF_`VV%W{=C^1% z^&VPOUF`G*EKHs-2w{sDw3t)RWe-@?Ft{kOu;*GFFw4RzOfTwz@66-OnbG_fEmBzs zjY&iB+mGXI8HBLKeze$sus{BG(j)A?#KM7V(W?9oT2#1~;-?39cQB**Ew<>g5G~FO z#&4pI-p?R}E#lGQ!G2L+crA3s7fLKfb1lx;-A0Rx`XOm>MXjE~jOMraG2|8^f^OE` z09RCrCxZ~SIDi%{;+x~XIG|i5v2f&CG&^wvr(j;BVG9-=)tJ%z7M1#}g&5gjodQ@q zQD+ds76;Mdio>pp@LH_1RS6Zp8yv&6sJ;3oTI@gWg5OoUG@KdDZ{hMK0}&H!x=#U% zqhlF_u*G4t(5Y#+94sDn)s$F_AveKdMLz~1 zY;hDVwv`RRcOVJhjU^W2xE87J($T_k`eXc_`FTZ?|3>p$Z0^E(EykbRs|FU%4H$&5 zMG{(M%-V+S?lx_RWFF(W7QW}Mp~ZFc+@7#6digM;`7I9KxQ>XZx7XHyh3;YoA#8C1 zE!?j6!RLXjuQ6F-;l#BNt!G(Sc3AcXEVSz}qxmhme!q$qrdJ*CmkUGH7=*AzGFto` z_3|U^3(*T-iNyr2#iIkPDU>cNY6=!vh0JJvivi79h*pE&)q>Yz<_88LY;hVb9;`3! z3>IrsS4k`;axF6FUB-nRn6nqZS@a{58O?7oWabq_M9$9c2o}fhGYDaevuLs1b`}2q zVp7x&iNz$Y#giXtIE9I|+v4tix}O=%ZxLaB2@!WXl$e9XnxhOt*y21|eDDof2d~Ar zSw|!m&RmO`TT^ig6|24R+bq%ZnbG_f`wp>Q&V7C_Rlve3h(QQjTtti8MN5W&g{%8z ziN$0di+3yw50MDJiMr668O?7I9?C+r=-me`tmiWbVT)9>uwAnSf4R_Sz(a|J3)fiyww|bKteOI*vgITU6%^-v=uAzn9^rdJK5Z8E}_}$2nTr9G!jgQ508i&LJ3wgCp1)~0 zZvoD0MR8x-A%Exf`N6(DqFcuZNxlbg*6cD8*-ag%R>GqVTc0KDe|iF^@@C`d@L2VvhRuO!3yqY)R;0U3eoE^dW2 zaad0nf@`9%5ZC15N%J!x5~1PHIQ7r-nxFAJn(W8jSvZNabL@A6$eS)?IKRjk-zCUc zQZa8ii1-)~hM-8`ITTqs?)V7UWKN|;Mq-h3^`+G>@e-?kd#BvE4sR-Kz7vo@{Ty@p zqSK+>Tg{+;b!!$gvyr)et$b4u`%FDF66#keBG~Hc*F>3R`s}pL52&AVV?vWwzX?Xu za9+0`|1O65^=(B+^3~5M^AfTTB_C6U`en2y?0>4?MQ!CQsGpJ!Aqv+oErV6R+R5qD z;NowlPdNPb+q9E)5}bV-@fD8re#V3$YyB!MS=Y(w4|Z-)zu^{yDrf!r4M`mb_0zT` zEN=Z;8-Bwam<>FB2sY;Ep=7+2`VE^OfIGbT$W1+9sSY|2kgWCNOwXyF(|f32{|SUz zef_K+)xcTiHtXX8^;_&lcrw+`GHfdD0Pps1#=-&F*^?jz56H>aabgeFdR&G2t??xk z`Rez~Zf`S)#&0Ea2k}{Zm*=^Cn?DOpltMo&eE!e1y=XMWgo+7o3-3o$^Hx zjl-u1Nxo<#w*QQ5^~2$_AR1>=2>YL+ai^o|3y8+MYlJ8qjg48XXt=#loedX%@ zkH&aAFSOh9Lh~-1gxhimL)K{QEBb)cLNn1Ih(`BZLX|Tbdx|e6LNv_Y5EeHY*?UZI zW9E)I=nWgQ#d|VdN;E1H6A^U4|85Q}mFp)0k~JEf=^0ucF^6a@`cA0TM?>#$TbyO1 zp^mR08t-akGUt#?(NKsNf1c=;ONVF0(O)`Z;eU z5Si;|ySO2KMr>TCPHm{)(A@-EUHt;OvP?4{oxB6}yAVfc((31Zehli)zHnzG)Gzf2 zA<0)iAE@8HQ-u9b_1k-R>Hw%;=Zl0WT)%PeSoPaI%ltR&;xktWhrfQK ze!1bwxvF>^g(F?-CSk~0zu^x=xMtJt&h~`*HMviya@KES_SIsjU+@#c;?}QiydUOZ z{m3IeurUK(k?~UM_o4hDf|j_QuK`O{zleZjtsiH4r501&pngW>gj#+5%5}|fmeDtR z_(A=eeIY!V>X(}H0UV1c0SVOa_hKDfm*r7bAE17Bw-SiV z_4{De15dRPEmY=0{gQSOY<2a!XTmZak-5|y>K7ABXwvG}{5R{Lv>IJo*&OQUaEOrP ztDoZrb#yjv{OJVLZ$&a;|5N?$?RRm3`Xyf^MB(~HRkG^0&nhVmF8-ivgu`FI%$}3* zLYdOS(E^V2?Y9U+*7}|L-3-^P`;Li+pnlsP5UQN@J3hOYG1M>gDPeKz_h?ik=HN^7 z`+2Z2d%h;)rPR;dx+d;$y}hB8uvCdf1SD(yIMW+8Cv6JUZ+tnSR$spmhq0);+xTZ) zsGs>)!jq|fdGW0GfBQH6UIqu`?cW3`ctC0_#^pO$cz+et?{S?)%mFE1{WiqphCwuf zu6%J7pS7EL9yppCYk=4M1Ahg4*O+*h4CjxA=$sZt!(M%VM_7|3;=y1ab1;Rr-yPjdp1IU0t| z2H;`PI&AhYh(=jEf~_tZ_Xn^{AFSV92GL0AOlZ=gp*C;`>W(;4G7zG%NS~18i^laU z-O)KwY4;h3#!6Gd{-Xa6hR4W0L&AR5mG5e|PeGWN1=HX~bf zaD$U@jw4~n8jZ$^U2x5OdT2F(XoO56R5_zj*xh(?M#VR56OX`hUzXzSHMfv_{y@JHQtTT6{08g-Tv zo=nlW8>5M@=BizdX2Ah@Z!JLz9+0cI;_}7RXgLs~p|Xik5 z&GR(gwC1c^rg&TXOxQQs=43d3G#>S_z-WB9zor=0q>(LQ2(F1`6s}3V-ZK?Iq`T+k z46#TR&qH8mtLoyh_jrTGH4vFRmkj3@F*(`}MdtNB`58nW1Q3RxNM0g}yqxa60XA7x z{_l@sk=Sn1>UX==68zrX?pIgvkB7OH6Ocgt8k}H#0VcLsza7-?##aK7xqhYFCgVP^ zX?oih>es1;!l(ZvtE=B$J68Qvv(=2Cei|Y|lUBd7a67yVrp-NB2K76uLP+w}&pxj= zIuCzWZwSsW z!IAE6NEou#Z{&4jT(fPTW3EH})cO#rob|i+C1VoQPt%sLxb;gI^8j;Dd!$PxY|OU9 z$#^OC3xBPLJ3Q`bG2UHv8ACv_){is2Hc#7*f%=VcCe-TdXXGA&x>ol@@lZe4X@nohlr z#;ZcY{-4dLl&f_D!;DG$8PmqEKq#)KkYG$tr|7eO>m7Y!UHK5O%N9v?0W zQ^9L~t4Yjf*f+mElHvT(sB@>l48Ac^{xMkt)};Fn!Vp{&jT^WoD_3v710wHtIQfc2 z9`QWyd6Rb|6j^$()EGqi9U#N`MaI=_fVWIaS!dHh#OOF-2#TaWK@p9l+v{MHE&X;r zRxI+_L|XlJ=&|beE&1eNsNa)X7Z{L0{XXTezC@#a_PI6GFR&hg$XveKMPmZ={;{uoug1c)mDTit$y}1ZSgX=cYAvSsGn|oLXxk3SGtZs=lbd$ zmqPulbO`&O>UU24f<4slVRu3lu3u^=*7~X5{rn3qenn%#;jdrwHmrZ2tNB)KF&ycS z`w)h#^|NsrglqQ0ebyVO-+Nm^m9u{O(E%@^ey+m^i(9`fJ?gSHW?^H)^ZT;u_hHj+e1h}PVFV;lzg-`j;<~(CaY+RA%WxzRnd`TE&1yW=J_Oy!g8Erc zBG~HcH*Y%Y^e*gaw-M?WI-Ss@)h~X$HR`_E6mtsdcY8J=$ydLfvqz(|`G8*cp?>oh z681mU&vosgnovLUU_unG-{|hF_0v!-Uk?}mv9*N5Uq3^yp}2BQqK-wwk)E-MFl4Qt z=ZoREW=%qVzJU6j+Civt)=wvK!&#``$r!@o)~~{#Ic`j!5EWn8n9+yGcq#Rp{&Eh2 z9B+Fbgr!nXCLmes$C=*c@H%-=zh)_fT7CTn3^|GQ+tU8H4b<<;b;6UWev=omc74<4 z6TibrUwMZh1rNx=DqOy`_3M6vd%vWIgd$)4%2SqPLNx4)ZQ5M^^MTMSdVWW4$;_sgFs}CM!riJ9tJj3zBxlQ9^50? z>Y_2&gLUZr$Z+Te(TIFPXwsrlRMr=Dr|7h=1<|?klbj6EXdTpMviPix=lQz_-Sk`GHQ#W) zRTJ1Z3ZY~;e>Cb|P{C-le-nsnqP3YY1lMFweO!~kNs;eBX)oaATrl4vCbyk2cB^W9#FqyEeN){`fZ=Z zI=#)C%z6*?d)1E6q}8wDrUmMbs~W5e^=r|YkmRdh-=;3;ocdvIZK&ToJ;MH{`gMBx z&>iY`$%qhz>(|CQHUA#449rLxv6X7Q`V zP``XTLY1?AZts@#hWgzbMOfVWxf>Z_wCwBLTLBxhmJ=B-rG5wdZ$Qva({_fiR7EZX zBy0UR(;IJo#2RjylxGlX_4OOJ>mJr`OJ|EJsNWnP!jq|flXIeR2W0h&oCF7??jnK| zJRswn;{jQv7_bZKS0|WIVnZw+m+Q8*2Kl0Fa+1cQXSXiaY`0`zy5XF+7hwIa-PTTAM<4WyWja=IhR4C z_f0aKUqsPs7K+%JOnnL>4;~PPpooeliu}yGeg-z#n)F4=SN`0@ZXPAAepODa`sF$= zTn+brm3Ik9png?N8sZCV^!%wB)Nj%w0+G3XyCb&aJ}_8)I}_?R`USyOS3lQ4*6FPn zZlMqL8(TnV((1P$!W?z)nA$Xi`Z>QRB>C$1)ov;}x76&B4)rtqOxXWazq78J*F*ix zeiEW^{o>faPgv;hgY_GuxR|-*`0KYTegLjq-i#4j;Yc4`pD<*t-^6{Bam}t>I=>3) z=c7iba@Mb5!qft&-<-CD#jRhUkqt&`VA2Rz*qDi0WW1F6*|=;+(C?2rBVeg^b|WBJ z>&Ka1iQD&sP(P6&p;li%1*Ml*zwzNK7D4@bn-QK&^((hMhOcJqaGjHIKzjBgNWlYg z1nYp@8Gg19>X$T_P~@xMg_6yIP(P=|r}V^U?N^?^tPvKejMw~)P4z+{8f{mT;r!9i zo2rV@h*elK0oEjKBVh=xNnTfshJwMcL2zxpa}1jz7CAFkS~Oj_af8sBYL z>o;-AxK?oSXKf)I{%91uWJP0a*y$5+5^jtl3|XVGWr!!PS^dY}lOY;+q6t;bXy~6C zavP$t^#EaUqcPLi9?$w-fd>0wW5y+s@lv9Z6CI17Y@?G6V5zjv5s<9W;7rfn)#Win zBj7TjRv(RudgU06_==N85RCyh2v4SH%r9X*r`=Si_bNCb-`pce!2>d19}mby#{MA~ zjmLx{Uo;*pX%+*~$cm`zBR*?Oc>e56i-KAhjp9$aV`1Nn-b;q_N5e+R2%}+a+3^~z z$&&+wA-E<-4RB35)#$q!L=0AIZWW8<@%){T{0^*pzYCWKdV+{fI2q0_viP+filpp& zhL3&M-cA^TB7tToa^h#>Zm`K5X0N#*7I`sATK#mUvg%hl>2n0sZ~8(45~!cYQ&#4V!307Su3yej*806H8ypN5 zzsfPf;jdrE6Ri5>2ak?|BmKcC!jQFo@o#6~nsxNBKLYiukwU0))~`pg{xzuI)vJWX zt=}Qc1k_LQHQ~urzptBEe=zR-oF_JL()$$?q~HO$xDOtXQ7$5XsNbXygd$)4 z2Hx-X3Zn7zT;OBzS^I$JkLWxKW!3MOug4(RH=C}L;r!7sYQ_3dmdbe72e2j|?-GXK znvCd&YjV_RQA4;k`(EqZ{OX_2*@E1qMdP{;D;hse?@oefcxDlhKs25eD&Z;GtV(w& zL?i4mfyf+<`>l`QVKDgIL~n>jrS=yKpz0gk2jGhOE&rX*3(J6NkAkiy#{DtqE1mXe7^Qc^#thQj@T_(O7H7 z`aa!qt;K4vF|X^9@lv93xsvs>%fXFy<42MUdl8VV(cnxk=dDH(MB|kOp;jM_p8M-y z+HTa{I0K@wcmUza6pg}o)?Wy})vJFSI3V3e5TxJ%S$8lVkmFP*u7zmy8cQhhMI**N zbOl5s@~fA+_^eHL=l-3nx;m_HEt|emz<*`xUCWyp&L53w1w-&oBc{>i8n7n&>l23H znrPVJnmE5%*A+x6F3qzNi=6l1iaf5v5;^5|4j=tD{1zF`FS19(`i@2EyJz?W-;`{^ z5ELmNg(4$jp9jDu+uot&Y_UkchHaD&Ez_2$+q@lxtnqIMlYCfSb^V5yp|ARt-m$C+MtGV>Sq&6DDu_MaoxCG5RHOO z(ZS-g_UJ5bG@kUVi-+Tyh|`l`-yGgahVw^bqJja|Z-_Gc_7lYI~mR|(ssEmigY@pwH8D=m=cDdNSG^%3_GGw z1e?q_u4SfJX(0(KxD3;`R$Xq z55hG1_J{fzTqfA+>h~&$b$V|e{uKY{$>|$}Car!o9dA)7n zNZ(dY7_!!H)aJRkW{v!-#&H}ji8}OU3xb-`$= z7KB=T{YFk?{cVv9o0r?6enIUBPp0~*cznTE^IFk3e9YaiP6R13%|!7L5Zb zCfLYxjmNElXrvt?B>AH8^x$ILGA5;3RS=Es$%Oq+(P;K0CLN;TdXW%?qrv&W@O1Mu z7r6M-t`QD@H2P0rJ^#vk^kW-13GHtYhOE&@i}J%Y+o8JW3fwX^$|h7fqtU*#RvJX( z&NIT|Mq_q6*0;$k(=2+x#$5k~jF)oDv@P^GM&m@)gjiUr-|q-W)@X31r@l|Y6r$1O z6QNcgjlMToe|#y)`Bz7X#>nr4CsQ=Kovn!vBTX#Wj(<*~SIvja(I$96KJ&%{@==F< zOCcKDMT8<>G@RzCE`Vrw?XBBgeAb38;6|g?Q`T>Gv=&|%0{bQ-kqqaL#@W*&F&e$E zO^AVLxSb#j!8OtM!8Q33SB?+lsHt+%K`auuge$VBcRf7zOioO|XBggVMTYZ>IOtoW zh`CGUP!Lh;NEm`53JX!BwD^)IY_hAr;+BX-!ULq$Z{d1Y{l3j?z6R>|y>2`M5~!bH z{hGKgX^j^bLH!n~5Qxn6yEr!$PqhaF7JY~M1ve+y>gs2+mQ}we9X&fi{Z!f!nzZ`O zYQXyEveNih_E105PJ|?1{c6r-)vvCK={%_4Gd;ror~27GdDRT+*VdR2h3i+-k+psY zdLC*6yEx8*aQN$Y#Fcf+Iy503Oc{RuE+iD z>Nm@Qu(%pl-p(dGnd+zgM1=KQG9zsU9FSw?6Qtk)IdCx^kRz(vdqe%2 zFC`TD>etAjRSsMdmr@r*iqG1Lz#80YB#mYLm}zzITRq{3U6VY#^Wmm|w-NDIfUNLDyry}Wch5;k~TZ{7DVcclAV7t!S)id$Vf z?nJQ8zMt3L>%-MFVhx3p7LVBatXrq2TV6&C{X4ThZV&d0ZiQ1Q`RdU^D*&}CAKqvW z+p*gY3jR;|2x&9Z1r9WyXbLIZk6P?!2wQ91D28p&DUky42gLbaKYXW=E4q>m?=*%d zQ4m=RQc-geuG_IM!KHovz9^FieJBxqI74COOi1}foz6Y}!gdA+7m3W%C>XaPc^bR$ zQ0&kpnx)Uq+3l@?8pd{rqAKT41Y^81y9UL%ULI8a3>RZ zbMdj1!pK*W;H+mFP?8^J`=5$W-@^Z&zU`IUDJyz<`}+R(F>26{VmvK3&5BBaEu`I_ z8qZ&n3vsN!JLO;%(-qbwe;5T3T$j77b=elxxGT6cvL0IF`k&9=o~`C_`8}@z?&P_{ z-;V^BpF^qf{4VLP18_mQZay{vT>3du5J8vItMN6qZdj5D8*V~|c@MG6tu<1ssIie% z#cS>zH$xS*A5bKLD%zg>jatLzwY&vYJob#D$XrFmub1(dyX#`=3ssECr?}Ns(Pa~> zilhB|ghCaIODLSQDh`>!s^Z3*UE4wxZ&Xky`Koy8)H2kb{q|=%R59o$1^=fi+8m0; z?**J!>O-y=;VPDlX02gJraOQPb&Dv6WD1vgli0RF zRg8*hhgB@nS?C8RW_cdP6g)AXuue<^v!h{9MY|#jBWD#q?VSiEDGL=H5}&@OH}jOF zkX;h>vxzRSg-o|nkI`C^y# zTcwsHA(mB=As>pHK}obaP$YqpEFSd*wN`3eO@flF>q1dvE=kqo2UwDR)(tA5B#}KS zZgnMD&i>S~ccMZrl*FMog_Bki19w(QbcPSV3?)gmqEPac1TL3YVk?yCjc&k5<4o$a11U{3U5>$SR4J#kPTPG|qRUAhMQ3*_rjJ zW8*q`A}Gnl85CB|k{sYlOA740i={9=YcYA_vGK> z>cMg~Uq+E+EeU6WgPXiq4ka1An!;9Jl9^wv(Aavys?|`E(;FzDOeI;ozY~_^+N9aj z;Kb|`NihXaO!cj}g!g^wy@ZlX+D&2PD@lU?FGVQHlChV|#i#GVNS>1P&tiSIEikJ@ zAGXlEsnmG>lKeO`1&`b(OYFbFx)d*>AcE^MHWJrm=!bJFz~#HBS+n#%pE~Y|;&IXG z%6dL<&*@b^z{N|A8qe=y{@4p$&OexB0xt1wD2SkoWfZz>%3hlf8_vi6wT0N_=uW9s zJad#)#f%G0{Gp2bCQ&4TD&CF%gj$WRR2D)N2Ti3YGFMUi(?iTd(;5d1po$(|6t}u6 zhHqru8@z75tOisu%b&tYtKxb$RuxCC-H;De?6HJG$ydd9_gGb2Xj+v9RV-Xi!T+g> z`-hghLlwMggQ$vDG{k-0n`w z4`;w~%|A_%WUV4+f?u~=6+#swQz&fpRn%KL2#t?MH@1f=uDMPDWvZh33tg;YtK2TX z;l$LrLoo$U%*i`(3G2Sp?gLfal0#wStD;idZN^ZNR(aFLiBI3ndw5DRqCpG%)Nxmm z(_Yv@O2yQ8{*n}}Scyk&l>gOtur8q=DTv^@Xz#&wxpF9V6I`TcOs7POT^>eDEs5_T zR!KgYDBxe&^6N*D1WFRSr2@6i9>{M4B`F+CQDiPjP@_CN8fK0>pIFjO4SCY-! zSf^mHTa(&Ql3QaboV1cS&1041eXsi}P!jdY6iU951Vt`K?Twmy`$I`uPov=fRFdO2 z=TCx?)b^&3!X^1KnYD(w&fy~12A}*X5PwM`yRz=DdT(5y1V>}HB@{%~l6W*;g6pRI z_30QWN!R5RR?d>FQO!z#lB``z!MG(cjJ=HK>N+3gb+AdNY@z^CO47MeGu-YkFAiM> z%e7@2MUu57oC#j~G;08qWc3~jTYX8M<&Hq(`nC11LrGlXD4J@4Mq3c3uiw zsK;b#Jby_PR9WAT&j_yk0qZh)It3A27nK-Xmrw`I5^yv z**O(lzMZAU^SeAfGzassX!0muaIw5hK?GgC#-U5)jO?MX;j*nde-yiXO^{l}fhSp2 zRM;Co81Ap`+fgKeDo%J=hFX*QIgf=ZcCx1^GFQ>L<1;+wK8BuDg(}*Qr?}Ns@d&$$ zIR?q4P{qS86i!+dUyn1!_eiIoud9G6#!jbD@>MZ0IvBNUrvKatRa`img8x$$D-EAV zK^5)iQApt`?qYw}@qmB!4cG=7mr@}9Do!25y1)83?MDC{^Fvls5Lv4@N165Se$%p# zO@u0Dg;7{Js~DmFWE@nnPb3B7R`HD{>+h<^>Yq@8O=`G@0!XRi*u>Vj-OU^A)Q08i zzMmq=T1CzT=QnJ(9;!It5QVM2ii?Mj#VWqqWsm=UrFMb>%2dVqpUkj|uj(Gb?>ai3 zqnLsxW_bcGVVIi25~yP4B?=>76*E^jj)IbW%u=YG@#mAe@i(P>&tH;&gyneTTKk_}4<*_0hJpyLOI{+b%gL)tcYuqJ{j)A&m;56Zz=%T0S4EvwtSYwdZI92do7{(j|5Ftg-f3k7 zRSdDEkiu2$&%Rfj`~2f7*ajxUC=h=YSLLv(cwf2qa5(1O9Vv*cReXJ&RYj+xA+?~2 zk0()BIjb1D@q1sWV)JPfj9bN;`&rM+IP|tYexMUGn*vCwqTj&wxZQ`GUOE((OLsm+ zlC_GQ37#=~lK@q07f4~Nui}SPXI2$I2B^TjV(rxwP^KzI*6N2+`?pgV`Ks9EYhfgmM77N#FY)R7=r~VFwz{((P88kNx(v3^Vr^~JM~~yWOg|U12uhNkv>;aOaxhtHN%S*WB~fekWfqiV z^LdISP?GG`g;qfqjdq>udy)ZQI1^gG;Nop?>b|EVOoJ=g4olDsOW zkisST#V$$d{4)H0;HZxjh`%K716iLsR(<|a3`gVCZxlqXaSw>mw+b9Ht8O8hNZtSSYNQj(>4op8Iiyw_tdELVdT6iL>S za3)xhKO+rFGN2uWt-d5FZKt8}fyd1+LrKPTqJT1$#9_%`EXlU|p3mUK4AiBVf+yzK zWL&~pwZ099l8B5bjC>{eHY)fAlw@Mc)??z+_vR^{l5}3Iil5Cq{ho!7J*rBl#`BjX z_i-p5xnZmK9E5ez&Y~cK>k@ei*Ja;{gMQ#*QES#iu}kVX9+y4~SzW`|1jDiTd1fD~eUsrm1K^0qO1pF4eq@R~s#ZBxgT28Y#232g7 zO_2nu=y&lgYRwFZSqxQ7curAdu3}umJIsUc4IBI|nN|VCt*(mO*`GQZ8LzqnRZK6X zaMG%%>&Lpk8k<&;2vz)0NulJc;;TojDh{6#b``1^|C@sUQx%`u%(j9mmMSeJSB!8K z+c>k{Stu-OfnU^0Ql&urRh;d}y1z0rvVQ}|yn{Lgk+q87OjzHB*{3Ax1XXnEOkw4$ zqSu3KZ=s5V^eGs(ig9r-u@P}6GxA`QuIx<#q*U>4U^m?Ey3JnU-y^TIqDZn@`PA`53QtK&x3V5pHFfX#{ZNt>wR@5A{3UTb z!>VHUGdWjbU5Xk|5W#hso`UPL?_7c}T%>PDo*E~1$-gAEB)$(>_gC*5H|qr@+3rM< z1WFQ9^a@KdYukPj+f2kR8P5MVO`N|HN= z!bvNMr3&l*>hPM8lb|HW7f>kqO47K=O4K&Bn>iOs@@yFe|EH2PRIn_7l9+{1Na2#W zyRp_#zxA#R*aj=ZC=h>1I=HY(;&A@?aVW{nND3lrNdjxIN-|@j(|#yP*j@@NXGv;) zI#vWFaZjLN+>$KRF2Zy5dc{XA*re&lD1elbjMMCi+r9ST-0&|%|9 z2PlbG3Wcq{Bz<(|qVa~1mw8Z3wnSKeEP|KoA z11QOxYziY^Ne;9(S%W26^Lmo_^o_sFQ<4?Ss_?X2l=;dGwvhiOYCL~Q{{Q3xgcRJf zwuNy@3;kejkMTXQWc74REVy~XYZJ~N?RO<;)#mxp3{GY10)p2o8sG^n`g%qyhLUt9MfAkp- z+hAWm3dCQC?y z`YNh!Sc1m$4>ib#DtgYPfHGBa#D>XO#oV7kNASc9pqPRurg8=@VT#MLt5C(@6%_{J-!WY{JHPl`+pb7hU0x!$KiBV6*FF%?13tFN~A~vRdjA& zfLf|^EK8t@>ys#o%vC&*QGit(_cOf#RMGG(#jUQ2GoxAeIS+q5@q#M0O`~wqs%R0+ z`a3EnF?ZaciaXLNlzdez&}7{!8lPSK8LD{mE(QOmDyE$8ngdnr_J~3XSJ7rFYYkr{ z2P(ieFnd9P_^YUTzCZ4zlwE>Ua_6w`ZG|)kMAk0oK^Jxsj?la zIO8(~<5tnQ%U5iK+XIyx*rb_1DS(tJww=uS3&Q#XkKKgj8ldP$w!5rVWsNf+wam>%?>#cBv^; zQB9M=$XCS&5p}eoB;!B7))$|?U+?jhWThwT$wuGfdk4T4QdGz%QWHFbt%7xB{5L>&=W4wI}e*q6T75lOD&1UGge9T@+_Z2NrGNeB!QB61?8dE zewDmNP?GF-6h-Eeth`WyCCSh1_5@1Ou7cuLSCXXNtW!{Bo<#wa#Gs18Nh?WgbJqP; z^80hKP?F(_&B!YtUrAOzWR;}UTgw1S5>lUn|5HhF4;8$Ck|d~6Na2#q^I)xEZqdHs zuniR2P$2%2oKk0f>ey2)I0TNy7FrZU){>|?uuIZnZxWPbk}idnvm_gWyvv~^uX|B2 zZb^nFvYuf0BEbuPl|06Z0!S%|)pu*$?ok#yO<=j&4WdZ0mV`6GZ%5pxLrK1lps>}K z#NT`+mZW~mG0ISq9pfmVOeLA$(Hl$haj1nloR~?j6jSiT49vzQ6itg>1SL5;gTlyH zk~S4Bji4lVzIF2xpS~qIJSBOq%(^ErTB#ccTj*6ST{51(B*O;;;gPG+>QEZ2i&1?F zBDgM(a&TR`IKIKZy*lk|)i$w9-V+{|oLJVg;hW71#4mXryh@GdcTrD>M3;iu%6-5^ z_YMUSbV+@JF5w5QS3wm;-y5fiU7kFZTE*N4tSatq9aRcd{86h3AqiCR*G|^I#ksHS zb`7dnRF9&_Tt%aMrC7x~npZwT6%CtE-0G@0XAkQ{x81Bf9;(>46@`;l#a=&q;T=Nl zrDaW_iaPBnlzdgJ^DG3lT{_QnhAKAKq2T{iMb%YTnnM*g>r+VKDst|xG@j_@!`dlO9PKT^}}S%dr$dN)?-IABZHa*GGQ9a)nHyNU~OuGr@B;jrKtmW8Eoi^;InY z9)eYz75)A=RB^2*1(d0Z&yLT=WaL*OF4HKt#yn}0s3`~6aCNd~@VmE_ulV-27rhg~U>KuP@7a#3sD{dZrW zBojR;ip(VmeeoHO)Sgej)Ps_&_ocYim1NmoR!JtT?(YXBu~f0_*;2ddFEK zpd{^rD3p99*<8FDwU;mWh|k}gmrSxds1;E@N}RZtS+D-^c+k~G`B z4ofn?#HkcYQuhW0l&K`zRjdPQy}IHoI5F4VqnLsx=C7BygijT$-QfPJ&JzkFUr8Ev zGREfzTDhHVCq8}CU-6V=#ZcC#QLe!U@%ii*J*n~hB{3e#`hH+pT-X#?m#zL3L~vcg zUg5g592hzas`z;PQ5&(#`2rpnuO_Ug;5y#DxektloztoD{4P6Btj2uI)hW*am!rNE zM9^h^0lLI5f4dAeT#eO^eqxuzLa9}J^on)SO)Yu(394uxPLTwv_|xY(YF*VB{~W4# za~nmGxr%{(D=`mqN)^JPir@B9-0G^>GM06s+c)h08mj1!K;fiSad!kkK@im|B_Qn-rW*;R}@ZSn!O!OCi(MZ4-$k)&QoanrZj6QPP9 z?@<()t9Zik6IQYFh6VkhiiS@qZgo{OXMd|>;KpKAsN&Yw6i!+dUE8pJ0Z>=VsuHTW z{vCyquZjbDuR-n2#yvuyiXAH`_&-(g!;RxAP(|Y^3MpL07wm6!=^&%^w7azzDH@tYcjm9vVq8r&QSRb1GHf^n;O z>S06Nq_0|Rjf5&@ccK7Ns_5)J4oM~*N8xgf)}u(WR*^G7J<;esP{nv-3R`^@Yq#Hm zRqR#Vbr)3er6mQFsfty@R$>*qW&MhR6SJ!w#S}a-<5?%>%CqmsKox!LDU5toRPA=7 z4V2_=zhUL#(>L-XPe~N(vYypZu;t)9*g^)wsPX(IS?d#vB{>^s{1(<_gChkITo?V1 zcxh>*Bu|2i)Ia@L=Uab1b*!wAS`ycntdhJLFw+J~qH&)h36$i_1Xf9$7gW@Ql0-hC zC^DBMT#NNvGR1pFK~NHfR}{CplH6iHtHb%=$%#;sF+~(kT1l!puu5{$t=nrTNk}<` zlCLBmC$j$i%G-Ov8Ys!buN3^BN^-gNcS|TqT8$)f#R!+=p)2bib(__+Re2NMWll$*A;5EQyNJ z>ZMQ;1#=20Q%MT7)?i8Qubh|%C+1}viYa(vmQ>&pzFF63GnC|m9fgsvBqRH5NP?2A zIPs~c`1B2} zV)1uzZ(k1>D|QL|&f_w4ChHdfqdZoB0~hsjYCOM7hX?1-rOAMIC&8ubHwq%?qVOGE zI`saq7B<|FwTa8bE>SkBCtWO=IHykpBDqcTJq2#OL zmCvhCyZ?ZI?oh?@D-`^ns_5c#eJoVb`Zk3WuA=F5Ru#1x=zW51;P{XN@mDeLJ?m4) z&K0_S;h1lgM?qw*;w?gE~Kz>R&m?u=>wsP<3CU^ZWXP@v7UBc*3LvG5QPERyyKgIciEkpt);vhIyR22@OmL@e4|k}dMm-8!eHHhuh+^&pFAZoyT^LoUvBXFQ?P|>W>Dk#OOmjb_5DD-CtL6r)@ytyh~T;u{={`@yf6zN z0}x)z@QK(Zby-bmpVS?D!z#(Zpjp46B)=L`B!QA7EMb+T{r%fUP?F4M6h-Ee)XV&d zM{3P+b*i8wQ`%D8>PnIy$2tWY|ERYUO0rLj!bvMhW-r$7ue@5f>;@%C>PDgDD~a`C z*1unQ#twCYlBgO|@P8`FYnQT%P?9fZ6jHb(Q`jZ3TpGUyw!wjc6o|hh9gneoe^pla zv>}wleG~XaSOLydVx}q#7+gdHcMNe;E-~awT{T}P5_`bVqtB!483#lBZ#`Blt`{2z8 z$=USC7}h2590d_vmqOOM=&IQSf{XFm-8FCj`K0dI3LclZ%1WHZ=;@nxf{RfEHJ;z4 z&9}n{3HWvyf0ev<7X=Y?c~%o&<1x!;$H7~-ju%`F#4c}ENv&d?53DNMIc>*J9Tl%r zB!MdSFU>)%R7tKu2<{nZG~%1Kbg;O7)h zS``~NV}0uAXESr)u5OFJIcPE6@e&;KyKA|T>sQt)9;jk{tHU>{<`Jl(#av&4 zm9vU9LfbWkDpoF`VB9Kxf7AwBRu;PmKLlyJiULTfV#5?~B=wHz6bQ?8bsa^LwThex zCLXA>3#yp7nZj0I#s24`v5NlwE32T2gLhCsnX0&F*_Quxb|-!{wC^9lBNaVlPm%H< z>qC(xN}))0A(AabmJlLq*%C@2qEaGD+DHpgXd_FKkQ5=2kTr?)d!F-s{a&umeP+&? z=?|FCYp$zvU+?ZYb7oM*5AKoptPbDfB$IbyzEZ@Asd{G9El|<@42cn^;wF`*B_K&a zO|`jX`eyIskR*CXF;2^=caCg?CDc*%_n+grCAn^V5JQ~CFMI9uF5Bsw6 zOjdKKWky=VMUq<5yf|uU8}tEBqsxla{ZPyKEOI<|EnUuD#*n;OcXmT9tsapO-dfU> zv6hRw=HPqDCf?Tcl+@z2N2ZDg-!dwm|9Zn0_KKGtk|Z7#Kd0njSx%Q9S%ZpS3rUJ# z6<4kLg({lVGYTE5wqV8)=qJPWssmsg1A*&JdIIt z?zymsFy@V$kr1IOUa)1ZIwmz=;|VG%wI;D5Rh)LB>?EjI(vE~ltLSlvd2dR_;H^pU zuWPHWBtV9WZX=yh#rd1I#X-A@^huIX6{Suvs8IVpsMy|+#L8DOV8SU>G2%dED5$7w zN&*F`__b{!s%U-fPCQJ^is2-acVaeD!HGFKckM_}QF|)shfAjK zg}oe-barCia5>7y5?}52a}YV6TaxUdu{d(=Z~jI}HVh{rynVS)AN!)R#cvaQNQ;hi zekG~pysu12+I?gsc|EghK1lNQ6iMQdq}f_#f8{swdJmAKYcxp_EXmRUW`DIV$zmNy zvNN9K%9F(WBr^r)gfH|4Nv0){I9Zaky}(FfXf@s*_E!zkNt8HAUX?TZtI>xGE`uZ! zZaZ57u1|!KN!}!H88Z(MWh)_us z-!NAl4=fAw1xYerlUR|G#H*ir2a+5pCt=c(e447u%>SR+w_uSbR+0c2lFWFr4wD*Z zj~D{&YOB!Y&vF+kiPQ;Bb$Y1|lBB7SSoxCZd_IGcXt$hv10;!2BY}b>*^rxrlFZXS zwHYL7txhs|C#HcaPR!L_=@B4_Ut1C*PLi_mlkiUSlf#TZNTzSZ0S-xQBbh68=}NAa z@Xy%GapZVzNj|+fhmzR&EpG{Z(U?X;c>5B;^yTTp{3f8H)%)Yk@BVky@#tZWTE>On z!_x>H<318lQ>x_wj0K%IA__xO`xKaA&C;FqPp>J+*T&q?{fnc+YKS%wNlY| zklK4t@r)&j`V3SyVK!A>Y`@vC#mJfQJInqu4eXE7Z2{91Cor_ zBuPAyttWQccN{1}ZI;}`;x%<4*V~avlBN12 zPL?Ff(TpSye^pw7Bs~pDlsHLBelx$nQrE;)x z)T|}3@+J9Y7=w~%C{LOQlJwb30tHE;x+on-K$BVDZ^Oj==s_}hC+6BFI5Bk>HniT}KZJo%6V zeVM1Y|IbPA_Qiwgi|LhJ)1Vgjsn3!mwfqX@s3oymDW1lapPI9w7QKb!cXfHqID1!zfk6{pP_d#RiIb(` z_s7g#^Cz#QGy@eqTaYMmDyolRRP46m#wAd3ycP+sm5R#?47!4f6FZPdeiiN6tB!hA zhWlU{oa{z|xK(uc&D=G=J#I!L81o^$NQh7sKTT(zg&5v%Wd^8NZvcrEsiM`CJ)WTA zg~23DTE%yV_0h77@K5frNIzMU02wN3WNpW!x@9A?p?%rB2Yk-9~3nF?}kD zm9OHFk8!ACSU=U5pknSU5-3Q;J%*V$0$QEeYycB8YyrvSotQz*abiX#U%Lb>Q^x6UM2o{EQ#G5ehR0RuchMH_t*CricAuFPKXzWK>| zprXP65+zQ>w#i<2)zLrl(?w9R?@$t6D-~OIJk<+SJTa0)@~ardKC7c~@Ql;23|>wo zLEI|Ni)F4l){RxfCj_g^AR$6koK(SFbquy!w*geFJDASX(KtU?%ce;Zr4nNTs?{$0dO0#0>($e40n6ZE775~(ByTQr)zMEW+yF+S z@*@%=R1&X&j3l=n1kDCXT0bYTA|=_DI?Wa&S^JiRNlQ|yX^8W`pW(#sut+C-B>^%d z(Os|`lddX-xj?&K|0GF5C6PM8%62Mvf8bTcDSxJjd`T)NCZQy+G%`$Ke^v1p2^1uW z@2`6(iSqGGJ(!piT98cMiJ7m76EkYSnCT#inHGr=C&?|{2Z11o;(`8=lIeRpmP3-g zT|VQq99!Aa6qZnOFgc!ElGOb<7!s6o=@Rs1d>9Gg?aS!a*cY{?u2{?E=o>kbTCQH; zsKxJX8J@id`3}>41v&W{@yx74PL6p=HTKR91qD`twPE3>9DK?ZKqtXXDyJyE-|N zB%vxwo#4Ek;X1It`g;|Lm9OI2uUApUIk9%uprY-15-3Q;%1;ka#SuNHX~M*`+)6Te zC+2r%V$Rn1XDg`qbr*>dr{av&lY>D;eT$|o@BMexG4?WtB>P4%dx+$~Ho35blE;(d zxg|OKBne0E_fZO~pf9mgNeFLW`e>shx!&7+;6v)~(#Tp;OYl{hl6-5#NaB6QW(-Ku zYAZ?Nkz{m1CYEKIl;8}K+}uS{1WOW_&;UP18g4U^E7%kPxAgybfo+zpB|7_Y)*>%p|cQB}rMI zpbL^jXOl2#Nz(jHasF3NXd4cTbbTHPkReIoS07BecyCWWv@7{3NfIiF)Cop(8B`9E zq`xAu@+GnINJB|h7S4p)wOBv1xwyf7AE$ztdOhSsf;8m~Z=48#$-K5~|c9$8$?k=PR=(Iqjg_ z7y9zKBMIT{OBbdu71opAK`r)ubT&vN2~6Xt#l9}{UNS9UFUT2pd7cP#^L(~%GJ z%MNN#%LWS)!dr`0d;A-(EVP;m3$C(SDOyrXYKBY|hcsnW9MMFjpN<#-CMy zWia281aYhQ)R);`W$ul`A4iRtKthD7sJ@4}>bTdfMG&YMZbM>4s+btiNeNV}noYu_ zRlG6H3@yuEvjlIw8ncK5$WSrl@_tNmTBzpyGWO7Y>86}zaDJK&?qz_Loo-L`x^S(?;jGHi$Y$!PC0h08MB}qJzoU*=- zl6=efQ4W$^zeG|5OA;HbiXWpzJ~#A068lt=D^HTk?5~nF45D^|B=v8RI9ZZtJYytD z`xQJ7B&o_FQQ{;CD_|tqH|+Hskfe1139pqTi~DT&2$GC1CXxJ-^jXgAuQVEIPlsi2 z>KzHTb2Y7~7p7uq#Wnd^RO9;v{+h z)^7kvqJ8Sf0?G7!_wV$Ty6R}#gt@CDu0YopmXLo8Ii6b*BNyg!pUJ5_bC9Gok%aK} zJ;zp%#r<<(`sSiXL&)qF0~!arDDTJA8sw>qX>v?pm69GMDEP$|IeimduqT zgtwNW?)W#}v$u;fsJOe@_=2RCn8z|ze6GQ$sL=ZNK~QmfgF%0icvS3qgSnV`v`^3j zP_eiPNfE4K%_8QzxU-QRKZA;!G)S&I6;;`*j;T+BwLry89TF!?#gZyU#V-x+qlz0k zlPGa2MtosZG+W)iC#a~dN5X5RqU8|J)}Z3oek77##a#BTj?=9cs=|_9VnTwrRXm=| zsF?nsxfzW4WtJpFsEW4n%y)76qvJb+ibfMitVk7qr`DefDw^1kFliOD0>+|cY2hAi zVUbqYkpLMg+9(HN(!!g4K0vzy7m_5QDoUN;u6>FFLB-1DBv!tPyKm;8iZw~;lR(8D zE+kNpimOhSqKZAgtUL@8vx^(atV#KMK<+k1xB(WTwb4N0L zbDwZXQqkiP?jeTSBzVCRGPNehb4!x`in%qU*NQKLpf7u8lMvp%uOu*3zZI>;f#f z0<~UE?*DhyvEbiYWL$Oh{hLv-saI(hs94#GB=M+du_*<6({n;bD^M|0holHr(cY;c zE{XdOe&~XV37tr;JQbyW0Z=pjNEcA?Ru2*2i`JR7I&1yc1)(7*zCMLt^EtsA2ICRSekG5Z_Cd=Sl(v zsTkq=9!G%limE)A{)szCChx>7U?yh$!HSDO#fy7Lj5rlbx<7INN%ko&?<1MMmtS&7 z;+$8G)AC*WmD-@9iyAqeTat%{%)=qIrnv`0Uv8?C5Z=CA?uC+k*l|T2B*|Ai?jWh< z=PQ|#jBm?Ga?NCh6G-BrMv{0WDZh}4y_xYfpbbc}t`$iUEXnARj3iOlR7yb-1#OZm zPm(UDnJIX&-vt$rM6nZzlO@TN0gNP}lY34DN#67zQQ{=oq`^q?diD8HAj#^!B)nFV z%yEu=3X)_RlSqC^^w?)1Mr@qv1Iu8F842Q+Bz!a@iI%7HOBjuoBT0x*N$k%sZw7ta z_Vq51#C!sY6)8z_leUH+iStwvCM`+*w$?cR=S}X4KW&*cn*_*^WarKhOj=&~YcI6R zV*yDLDv8ty?)AyI43Z=*C9(1)QOSLbk|g|d#uN5eU00JpL6TH>eL_hFj+<)<6Vq)Y z$>g1wKYQcEd}ri+4kU@$MqP+P0lx3HfD^ zU<~RwNmkMMYGo3uCN8h{N9EnM5u}brZW4hO`~2Zf{O9YNvuc} zecx57f{NvBNSL&W(+X|SvYJ&XPhgSu?MMP-sHih06q8;~3B>o3o#{rBgsLcYf)>v% zDS?XW1|(L#ij(XLQN`@Hp6x-!zXy^)K`K@*`i3K5L8B&*VPg6ZA(^}rQ?nmVOt0lJ zcRY2Za<$rthJ04oP~Qe}U67-8J(wEFrtoA&W|x ztFf_XNeFLW4)w>r{2J8L7Cxju#`wMC6oVwk*N`Z2k|exmzQ5AFwQ@E{GSZcV*Gdx0wl)eNNtio{I5YdJ=4%xEK@yDvBt)nr-oqG4)?aTw1tjScNMc1w(%{g1w#shF-9xg9V1xW_wkQi~2WSRaN z3z8fQh|rNtU(YWbl6*8^p5fr|Dxp6}vf~6fo?DVRe=)ZVL>_E|-(TH}Bq6+g@nrgP z)%8e6sKsO6)M1iZ+`ehxM9}X(yqU70bx++_en*!aVJ`fmH-PH~-!m62e=H zn-TtvPuyq{1PktCza37JTAozOR57O;qoU|qvGXmjEdQ&i&}t+M@Eqp z!77^VV^oYEzV#`n*k}^Tm8W6~dsoLSpTeb}Vz22WPL_)QXfi5JxZ-jVRNOF+M2S=J zvm>Kok=mWXpyJ2HB)nECK3!te7*zbef<*GG*mp6bVq|BN$FK|rt|LL*D(+QcRMcxz z6%Auve=7+Qs^Zr5jEYHBdka9tvfU(Bq>5VRVRoQm4_^`{tz!BNJG5+>ecF3iq~8Kb zfD9GGvcoXR=}WpIv}@6Ek|b0`sS|8EEOs!cc<~I0m9JvHV=<~|V!P!YsCeNV2^6H_ zbhBzyabd;AEKu>lMUu%oF>Q@;Vy6DesR0$ku96sWDvq|%@c~H&4q4|enZ94EI3(F_ z%e?nFvrz#qq3ff`@!XP3Snv`zA_oSWZGpa6OeP_`eOWaK`=Y$Y%MxlCVwVsuspZXY zj#_%(Vs0);n>l$7jDwWL07WxQTi7E z!<#bqI`&!Cxgji}b34fK+>$&@V>X;w7A{9YlAb;!gtsr#hoB^RSs$9ghtwoHzr%z7 zt~!QqSCn;sU}|?pk^^N!@C}!X@<|epB*8=WCK8Sd!=mO;HlUs^OQvtOJBK9MnaoWLw?Ay$ z1WU-I!Jt3Kb4xPagZchyw$3g69VSa^N!!Iy%cnAC ze|71i`DCc2<4|%ucP&cQOhfiIvuh5ud>TnYcxy2qhP6a|U7`RBuKKv%MoBF>yJe~v z(4SH9byI~v*k6r{B1t?dF1~URx4`d*-425N)rNSIB3Q-Jk<48k4zt(v1r;A9kz9Ey zo;%4*^uB{#gJ6G^l}6%ZsW|pEqoT=`mOVkmCAUeGI2DieU{q{>q*xDBOubLSYo%gZ z)Rh!aF(#ix@~gO-z1MN(TGef^3|>DcLEI`{{K%;I(!;$wjQO8$NQh7sEo_iEzj29utC^B4#1 z+NDgAgsLcYf)+da1b~Xy8(a(|LB)kdNq&;)dtncUB!8Db!)ckH(Qh{_A;mIs zJhvqG9hsM2wF+@7fWE|kAtAhdF|gKN0RTI60tYw(M9-#;02pWieO1hvRmN(s%1B?6p+MxC&`s3$qDvK-I#_$n}Z}R z_mVhSk~k_F;V+10yjwdBBC%39pqTUi+dFL6Y5PNF=`` zQr}-)JyUrRmcgDF62vV@2mKM)Jm~`4mgLo}|02%wMi0`qO)J^gIaA;RiK1mWPiPQ-erEBMb zBqLssSoxCtQ2c_DoNwCAoFt(ewRJ#}kbnNlmrUP?eH@b9%w%qOH=WjOKP;is{mAj$k`#_+o*(%48;@2X z$thD3!rPaBEU_So?gI9uzx<(|4N5zo7 zm$9tu-4PbBzX~5pQUt3QGMKsQ7(cYp7*O$(CCQbi;uQ9`Wc|0iO9vH~P9SlzRNQ%$ z*>G;#8dO&fGPB)T7RJQ1SUJ5?(76FYjM<6jWTcfJE}E=*j*nIU!&l zzKCejQWC_iV(fKhe>KtiV;PKjht(uRsEWOIFe)k^uzm?Dx@{z}B2`=#IVu_US8DDg zOj^a8?N*^>Tjy4)!6LQrCIK>3{G6VEN!$G6u0y+`50WIIDoUMT_^-5|pyI6~Bv!tP zg^3lYVz<6mTiOSUlKtwc_*gsXq=d)i~8IH6>rCq7;!3g z_I9oSNm>OO4wXz_Uw;lsGC$nIX{i=tkpz+)JwcA=mgGkqbGa`hZFU*-Woi@&;q6O{ zG1!-<-a2+r%gO9j3naC81aZ`IXgnkQ^p{2Rp_cpkEjZ361c&xz_KNmTPsM_YN{dJmkBZd+%vHydF>W0} zMf(*bMX-u%^_t^eQKj?T@u1?pbtG4wiq7m_ar}a!B2Y1R3yG7ZV&5B#ioJIlIDv{= zc9SS^DsHT^2cJ1%?-a5FRQ$4^gx5;NtfBdnKt=sP63MUPCRRoJu-E0V4CaTDAZ``6 zeq&VpJiA^FjQRZ$Bt)o+x~mu!j~g6r1S%ekC9xt^v^9(`1{FVDCSlSlx;uhw@p?*o!FK19N6 zB}r+$1W%CUO)!b%mn4*Z*1T3g=tqzw>l6v%mSk*Q=Bi`#nws7)8Yf1R5TTNE+sR0> z++TenNMfBpVns@#c2P7Htki^QDBqF66C8^pmssNpi8gAxdIW@1r72%uyvI zlXqe+wZe&+7Izcx>X`L`#E6r`cZj_`ND`er_N`?4emub;$*P9$a9YL}uC#z9m7-6+fc=$Q0*Ml*;&?qq#pmJX=Rn0eS4eoRRNUA+G8t5SnNA}4 zRUE|L)zR;M%RE>He`k>(ZWWb_nf;Yf`L~^*;*bXV;lg`!2S_AFM`$Uq2swj1Wx++P{ zK*g<eANyU$xvOY%9HlGqqC`>U|B+a(~$kF6w$N0J*s%!_4O zuGcvZl7#LiDS{CiSAhv$uCI}E6JUxOIolDjwO&F zZb^DQWh9Aju&NYBV@NUy5h}?KMdn$E2QE*H1xeOrkXVtD3`^Pe2_&hxL&Bsb>AZI{ z&eb|4eLZ23o_Ro#5(Sb%oz9a)C)W!2$ z@8MVtlC&rzfr2C{)M<*6ob`>v=j6TmOfq>VX7W^=nE4|X;r)RtevlY(l1x}0SPqgb ztd8`NOyAr8PG6}vuq?8Ai~Fmdot|xmCDd3o>d*1ql8kfxjUmUIByI;u9yKQ+ynVUN z^d)Fj(+yBdgK^E`CAD0QmbL{iJk1eq%O88Rxa%~+rXDn1@Wl6X{9JIq{ltWp@)98_F9 zjHC!w(QFKJ*Sy&}$A_Sz&uEe>PsR4^UGvXERX>1=TPBh?St=g;%&556`g=C0IB^<@ z5~t$Uql}9E+HLFtDz=$J!fT~sh0nW|pyCe)63MTkBKxc4>c;k#uncxDCqdjQ?ki(epG>gh4O31+AtNfN4})Co@BvA-dxs2ogU<*VqZR1eSd?(sl;7UH85 zBv6owHR{b##bYI}@4>{J9!WBJC+16AoS5#TydJ>*N+q7eh*PoIj))Z?iO#Wz3d!`1 zy~rWSk#o$nJiM|I-U;y{oE*9B)UC=dR_*r(CRMcZ-ttP)nDtB!st?(=)M_%H}%^ zV8Ll9k1>_hvLjihiYNLoD%KBryctxiZc37PR7`VVegV*TQ~SlB;=|S?MX-veotS$a ztK;5X1Qj=SB)RfbT*F>gQFRB@3)Pke6vOa~GstzyE2?P!GIqtTJDNE@vn0Wws~ zGr56DDGwLqLAxB*k|d!jN}b?>Wr0IL#hIH)tb7%x+)~2x)SCHH3HFL#JxHJ+6${(7 zL=|nDMJ2+-bl6Wac_*gIES#7-ttU z7Z;3cwP~e(4kU5XB1t@wDCaR(9ryG;d(1D}~mSoRQ=B|!z<2?s}B)7YfTzQgQ zVfROMV=v7?l39aEc&#LHciG+_ zByqDKk^GVjVeje)4pqTdE}R=ng19B=)t`~%U4pd(jK)dUBt)nrNtKKw+chTPv*wS@ zAh9AP@e7-50sE`mc_d6)k`}#p;9MOMGNl|AY2*?TAVZRCzi(nv^>$kqXxFHfBuS_w zQYSdDu;Uw$L~9+1l`l#ET`G8<%BLqOfFxbEkU&9_v>DI}C8?;%I0+N;(Jqq7J289A z!HH>-?i~w~T-{G%#7UCX#;F7(Iq*3yNHTqW(m5p2Ucx*Ox7t{97)bK+Cpn&5lH|S2 zuaaYQ=EUY2N zbJvpg={|;hj+xaMYUx_P`p-%5*0OCL{*9mhZqyVOocfO@<&s)*Z^~5B&6L?+IXqX{ z0xBvhHT{#sqvE}L@mN;R9qO^5;;_afMX-uiU)1rgjs_bvlt9Hgnj}}Aini?jYO>xj z6WCup_?yJZQt?_(M#V8pqXxkKYHl|YB~HbZRAzrQc=Wjypkf095?(766X=JFliMhG~0Ntf9642MU&rqLM@Jp6aO5~ zT}xd9hE|)}z=6XgSDuPC>|QaaU2rg{ zs2oD#WT|+g4Wr_hh50K%#Rg#{N}P(KHxU{$!mO<+)B#2wZ3EdeLT}ln`xsKyANQh7str{>Y_WrTwCaAdf4v7`1;=tLL z4}pr?9+EH)6+iDnBi39^!nbvi7?lF2(U*Dw=PCDC&qsAyJi z&!34YPQ{{@tIRNv3a6E{7!ByJR3}+u!Nw!V+5DpB&FEiQ+ouSIHl|pO!#h z8V)8QynUIy2qlTUJG==Z%Zp!q~75q zK!zk%{qAE@zlPs0Lc9E9NRm)Vq)sq$?Td9F$(lqGD_@eTgob#Y_rL#+1xf5uNuVG} zG_2a9ByJBf&cnoOAv4;KSM<6<`UaxRc|#CGpy;!!q!iNrJdl3}#ilo{`%E#=OUT5+YQ^`Rx8GudqimP_gwg5-U>0 zaLp4DprXYZ5+<$UnV3CjMA+2f&ag=Lx{&}GD(?OE0F!Lb#>PXt)I3O%P!*+4&^GwR zFHo_e4~dnp;$vquJkQv~C;p(~Ux!GbAQjKr>7a^JmM15{#EdygGI=Lv8Z$91oVNA` z70XYP7;!2_UO!X^B+*`Wv|0XtR~;`GaY%A}9dp%~q*+_$H7@0; zZ?-~T=5Hk-ynQiVj*>WRS@#7#<%3&jbeGgp^Fpzk^ryVRaX)t?(g$(fysjZ0~W_rnE(I) literal 0 HcmV?d00001 diff --git a/utils/logs/study_0/ogbg_silu_jax/trial_1/events.out.tfevents.1707998883.bfa3bf17c952.1421.0.v2 b/utils/logs/study_0/ogbg_silu_jax/trial_1/events.out.tfevents.1707998883.bfa3bf17c952.1421.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..209d86b62ebbb3fb833897a14d7518a0f4dff19c GIT binary patch literal 153348 zcmbT9d0Y+M1BZ)9sbpN0;u1eDX?%%L`rKY5mkvco@em8y1@d0jL zzAbxB^Y9I_X*0-F-6Y7vH_$I&qPJg2OLxBjkCwqfUfwM|{``BOYe;}skVinbhK+2R z|D}E0ozqjzJ^bvhKeVRC>W1nn-hP3B-PNlp*HSW3S#I3fwoi3+HFecMcQhWNY@R-IxZ1UG!@vGHer@HZ&D1T_ zwSxZ4Nh>#Z_uv3G_v!!VG*PL9E)z#xNp1I+Gq$bHXtldO9H+6mnYy}^L(j+EeVvdI z{==$vufL1{tD{@hHV1Qzj_TIx4WtYo4>w;|w`m>$Zk`^l{sA8DUV&bIzW+Zm<>Kv~ z!LXZInO>K_)NzjQi`DYNIjW_4OZD2*+`PRexCQ;k;Avhjtc-`)x_jt>j(=f`RjuEv z-JHw8nyWWeuR+0R*Mh+|2&%WGhP%^W&;qrDRcgH#bD*y3oz;ygkZfVwnU_&`-k@1u zy8T5fZ9ltH&1@xyZl~TxU57&Z2K%^rgu40odwX!#sZz~m4lskU`gW_W{{mmVzT~3j zp2z{4sy9*B4DtvJ;>}&Sl?p2F^M7LoSL@JC97b}%OEC1T&DLdR&D=gavFG0-dGm5o zx>`Ughv=Z*UcJ5qA$z_&cHPDKO8wTgS*O2H{YGh{)oju^XiN3x>NO=$xn}C9+K8pC z{-S)wG;~&rI?SO=)Q!}u1pe7Z{(q?&q^<1+6CLov$r2Xh+|%4}>0UC-8fB)_cxYuU!c#Mw{M~8R+i<|zzcZXX2TO7_xy{)<~ zjq~>N^z`!e1md5uU_G*Z#8s=m#5eL7OUk@F{JUEJ(kcJnS$So^XGn6{ zgTUhH3~scrh0_zpqL0`1uVA4wmqUnK*r7$g2{|vpVu$uNsf7yPVxc8tVX*h(NU#{v zfEz7rk-e)C9zct>lj?#+q8Wz}w}?QT;}zU!VGHkF zrg#AM-VUw6VpJlB5Vy!ch~~+b8^NOG^Jh{ERlY^u3C7~dhlvxwqWfEJw6MjRiOf&1 z23xE)g2lrx975b8A1#_~+tMB^K6LmZwW!9oh$>@#rbxE9)CVj^b>~J4TkLGbSeRLi z4+M*WeK>@;g%ZYpLw5N^u!we7|0elKT#avG{gkn&*&%M!D7l>ZnUt)j4)<(KTVwz2^P;6a|m$@ zOSITtdE*waXl7|Iwb0;O1WsWrhOMYG04$buJG3xU zNgD(fd8)&t7Mgquol1;_ipu~Uut=!MjTW{TAH-P9zFYJgES~Fg2yqK%v@i*%bs8*I zo|`1K(BfNMxY!YYD%D;#c??)Ay26bXw%BNDjGN>$w}CNW5p#z_h+B+9i|}=uJAg$M zuW+eF4ZekPQ^w+;OUg~K_z=L27Pcr3U@T5K=~n`a!(kjk+`=C%TH0px1dCQ@mPswN z`4&f17>kFVR+YhGX%079*y4Q~6Fe8mJxg=I;@&L|A#M?Y7Jc`Rd;%6xnwzB-HTf2G z7IeTXs?pEDJg|6Pj~gv)F<_YyTKve{5DOMB4LF3jMKoGmx^I^S7N^|~NiAyeEpA@6 zMvKPNtPg_4t|{DTVT-uthG9hNbGB?1{Td8zmr5pkrSVh0T$WUn@BBm`4*bBtnggu2Q_{U7J(1B(ZUwtaSoy4z)IyJMQT1axwD>waPZumkm2jg)EUXv{@3`gH zz{2q}hY+{OMvHU}WlgZ~sXst!q0hG%*`Kkf>~!oMSmc>;qlGP;ef9BN7%s7@0~TXj zatLvYYiQw>li~*!iQUIbE$Z_vPWZINbJ6D3>};?I=+BK7wx|=Pixw#kiFRP2;ld%r zE$*R3=Td|7Pi=8Sr;wty4(1I#fkkKLfj%B zErz{pn*V!A#U*+Ek?cD ztOFKncdV0I81OB07PrQ8ab*3)CU7q19N#MyvFM>lS?utiDp+Gt_f-5FQ+rO6yZ+~O-*I8Htt1s3+p z&q*ze_!a}LEb(0Ew0idnENZXgMhjbvP_2a)op!bC3+H0SRt_OsvF%n%wAj)r>kU|Bm~x|qElyn1K#L*f!`g$z_Ldw%+@cyp_b&j8Hx0Pa!WN%vFcuCc+O7kO;bt5{+(H8_mW-->6)dI=tocLoGp#A# z!aSt~o{Qxt=cj|k%(2{PVT*Dn#$tG`M<`ghcyS1E3vIMGlAgO0ER596r50vSXQ0%=f^T7R%>pgn9%ys}EME8L zMhjc)eV~LE<__ccgN4}$4k2z~iWWVGb^8St1wEpr7ESpU4+k(74}C9R0E^Q8+-PBo zP5aAnA`Ct^!JnhX4d)Qz7ERD1Gh=UGusGLqz0{%^-{R--CU^*bU7Jk@i@5{1(ZUu( zA2Sx4Z@R64bMa$1hY+`Djutj0jhcdmx@Wr7qB-B9W^7}$_#9{011wUfa-)SUZg_q} zM0T$`2f@NLj6;Z9SfWM!Nyd0ZdHJ1}TD0I>bX#MNhmh=9WjR<_Oy@=mTdeE-9ubi% z-@O8h({nh4xJ5g(7#(>!9nMAGjQdiHmVAqIZ5WHflY_c}gfqWy!ZlU2lqqP=2pPB3gXmMhjak3V(%&Ezg^}g2l4m z975c}4lR;%&SCY=)~YMDXwA21^rI0T!Zxev7s29A18%gig-OUWM7a6K<4@-PW*kD? zq6bSKR~_ z4H|n&Ev)z!4hF_}2x&@M8ekD^$&D7aaG7uu5l>FfSO^wtJ8%ebiy>%nzJpUHSXgwP zA+>1Fw+PiY!b33s*y{{fWI1r7g)PF;t|DSrqS|_}m@$w;h+B+6i}GF#AAv>Lm?csR zYre(tErxgq*(q7kU{QY(H(J=@)QB8Jd_8bxHdx&8=Mdr+qtW7Q(g0VmxY035YSDpj zv9|?dQD$S}1s0|~xY5EE-l17&F?DLjJg^wrmqUnKj6;hmm-h?<3(bK2Qj3m!i*}&~ zcnG(G-~RxMj4*Dru!YLB^N27R{NM{%)QaK|;uaIoqH09Fp0$YQBQXTHUAtp<1q3zwbk z1m|L93^!WXqLSAMM7*=zgnN{KJckgs@JEZX-A-%3A~pZF)S?UD!u4l;JOumQ6O+KA zP7ya+*rM{lV~D6@Ft8lXMMN2g5Vr_Ii^lFVoWUa5wa!n;&$M0n7ImvK=fX2mt2J1} zdU2zLEzC?0qeV!BX(zDwFqK1yTZE#;=hok6fQ91(3#o-I-y(jSJ|4oTpp0i=@y3rE zEo|}2=m;XrJMMh~7SBRCgt$dGTC~!(=>Zn{eqE#%c69(1i|`SQ z#oo1H_z7pnw;V#;A`&f9qaIZOi?2Epq!!)z=VEMA#v&M zcfrxg%R{6V_I!&O6Lj$q20iq`opw^y(EpDXwpj9kvCw@y z5bwLgwK#;h#eB5rI-#TpEW&3lmL5kBzQvLAI%qL^l;&|b7Y5PXXkm-9V|O9q_1<~) z;9Sg#_3#jOC>!DL^@gNyqlGQ{97{t)+hzS1!?{?r zheL>4#Gu9VZvk3hF=tek)WU&p(c)EIJcP@6Zr9;l^z-0G3tRX`Z%2g98z=l7YpM^2 z5Vu&07MniUn}Wsnum@6$-h2zM8;r&6<MR{N7i*Vr2yu&8 zw0M~qjNe>vSzIEuaO7L8)?h5cUz%(Hiyv{^Xkm*B$5QcJcsdUL2^O{2a|m&Z6=-2` z(H`$uFPvBYCHXn358ql5v8kMhptMhjag*=|Eb;;_QIV3BZ_Lx@|%p+(^h zw`*`kbvLdnwQ%BF9D7k44`IfPh4{(;qh{P_VT=8Dwjv@+IkP8NIJe^v;ufpWBI=Iu zF|gwdlvUsQSGY9>VA3*{#6hv2y4Cj~2GbGGi>dR=%AF7P~b#gt$c_T9ozN?F$y& z)19Tq(VuV8V<2O3E58{@Ty)grMhjako|lA(q3>Ni7EQ zEh5fq;~{*ya0#DPn^=b%Eo{;5{aQrWR{j19&V@=t4k2!lj279mJ2!-LabZES)M60d zqWfFMB4b1rR!?a;H(J;t>nLNgsSR7oHiJ$z(-sceF7TeHbZ0Z>NEsXlZi&Bdre2d6@#^Omz zhoNBM^MV^KY!R!Jh!fE_z0Fd%q6&&Rgt$d2TAX@3A_uOhkluMxi=ljrgkg-u!1G)1 zTx1UBMhja^KeY-iye_)p6}4eBhY+{effmDBUd1Q03pCzKEr#(euHM(eL->^FfOo7l z^|;Z(7M1N7i>aGxeS&kLYsw+SEz;29-ZsZ*I2TujSNSdZX>d5-B7G8LpxW#U?7&m|4C$N}!MptSvf^X5|v?d-xkBtSEV6h^H z8!c?1_Li}D9^KvuEWY375aJf;XmNV_5GSzM)vCGF!i8^9{ecEr^crj81{Mc8a-)SU zhOLi7#61tQ*I=RBokNIQ>_dw*&jTO8;)buS)M6yx;(i%pac^nVSFpGp!i^TT_@=r7 zEgs)_SpXKbBRGV(#R0T1zL8f97IU2kOD#t6Ek+)#j)%~8q2WTXXg`u0Eo@;B##q!G z=!M@Y?lzu7h+7;&i`a<`OTZ%gz(lFVXugGII%9Es?oa&fq~R%Uw6I0u{v|jO9gDAy zfpc**i$jQ896^g6tv7^&MZZm9Qj0Nsi{5sO#i?4J0dOu(?%+lXTa40(MT>Q=)$luF zM*BI0xWzHFFwJkV7c2tm#Y!#4@-1wm)bS7swvYV+7S9a1(ZUv!9x>-4c1V#YoQv$n z975dU1X`5NTDJf!G8Gps#(=&J4ofY@@hxT+so^1fF7RhGZXkm+^qZT1TNBg8dSOm7@5aJdY zXi;rJwL5Sw%3Lo?E!_APYcd#%d!9q_Cv%r6+-PA7r7h8DG3b&yel}j$5_~vG+7SkVzM`f5Vtsw7PIPY z!{6E`l$A;?-1!zxo{UAGdq1wg6_r%ZjTW{zKA5p6Q)>1eEKXE?|NjFJx43{7ukMxM z{YBMNDoPQ5-t{qBj4iAY*iS?}K5usR&4_1EoVjxeoXe-V(#%Qr{d z{oV!UC2w23rAe?Ay?*n~ zvoJJWHqy@q-p;qHE}_YK|K_WHDtHRLxA-jT`}ep$-AYbU8_|%E6ng>Z+gi`jc}M>D zWAJLjC8mV^PjBG-@ILecycn`}b3zn<1?T$>%>2cvcYFgE|LZn{Bf0o_@8DE1P{o<^ z%eL7GZ)vS*Lm2YDgmXbj5zblbcJcX{aAQBu$h6{_l%$$uUH>bVlP!OrTfiOfxB95cT{g>g_V3B30<)%tR?rX@ZU+?uy z{hD~a#RuSb)g~a3`sK{_#(7EpoPPxBSGPWa$X&mogOw0#()!B}sGq+H!B$ki#_yQj zd$7g5CQ!eg7KA3NelD&H@wf(_PJICNTVqK`iq-FR>`%Nr7HRuOLj9(8AnbptU+~yp zuc3Z}yAh&z{o3wf=5Ou9rsLq^pW;Y3!u9ifwhU*k@w|jCu%)*eNEq_guibuCq>jt- z421gGjv!P8>t|4P#sa9Hw<}@s>ldBz4Ri3NO}C@4Fgtsa@iOW+@bzq5;dkHMEP<&y z>O(;C){l31#|*=cLj5)e5o*Qtd#PL*k22Cn*&gawIh^q1s$WL32cFH+;>WdNgRB}w zkfIx;(Pcca@eNw6gZe#LL@0{YZ?aB}nh=ebqgGsy?6ubf-rHBnbsqX0T`(5cjp0Nx zTsRtQLrrm4SToqF2F%GpU&0Wb6Q%DsC+EGsdc(E(by24BoIiK41+`>FqYWF4e%8H% z;FhVuY6238#)hNgab8B&>yrr4h}cLVaz~@EdM(5nlx&EAXx!LFunI@x_K3W75RIbU zgeEH*i#9Qr!I_dqHV}>MLxiMQG+Gr_L+7@ck3K*&#+)YXe~QNMIr}O@G}0~*q5{#_ z-A^+cqS5Cn;Rr|L`Ro|9i)|Hl8Fs?Mw+TbuXjFcsjZ~FN+iycO8s`zJg3(Y4j;;#P z`0|3V_|fS5t^+R2m+L?@oK!Aw`;dIm=%0dT)4Jj7@3288Xb`062I*X{C){yHK2yB| z(eSN9D2hcRWI?6o5RJ=PS=A(a?RkNhS{_Jfj?ab9 zVNNnk2t#yE>>A*l#9FQn29fx?V_Qf>jtIPku;=tXC}N-UHU~szJSW42MdnNlLdN`s zaYZ0AP`_Pm2}!Z~-P7uY>`fcGU4Z(v>`d7IRKI7(%TGc5vK$CeynaOonE4A;y&ek} zf0coRBV51IO>@z1UEACZu%+9KBn)}$m(Z_2QVmUpUS=ZP%EyV z@uaSJl(rW$PDB0nE+Rbn>Syr`&t{`Gy2Y?TrmQ4L(G4=m5jRNX@dK7Z{g$sK6vgUS zXH(nW5RI0*mibHe+BAVzbk4|ci#`oc8VrJUQ+9|97mkLG)*fW+3aaV}bF%mhVTjI2 z#z>r#(f7L#2a&zLHR2^ANdoUwJm^0T4`M~#vk4&5Vg?y5EMjDwj*LAc8fAeF($hRXs!>>bJ*~ zK;*99pdx0fOuuThhx#pVPOuf#Z>J_>s(P(~AJp$gJ3^CHzYA5oQ1`LLl`N=VQD;I@ ztbTngnd^Mc;747cey%+T`=9D}TQ%;{}rZwC7pHF!^Qt$2;m6VuaWCC zoVos=ZE|5t&lpV@^43pz(IKQ(H*5JD>ep@pp(=sNc<|m2rjZG_y{GshT;RfaI+o@9<9VY*r2GHzNjZ>p(s|rmP6}~foL>8 zH21D#uZau&gQ4o#8JqWgIAi^tXE#mq>EMyJ7qq*yeX z?R}5z!;ZVnAsTx|681ku<8Ahwa}W*334|yf4Hfnom8jmDad7dk@g^MMXv}Lj1?^e{ z)Laicp-&KD$QzCJuFQ2Z?$w!mh{lF6LRBytdL^wFK{RqB35y?%CbJIVF1qHU=^R*? z9~Y7FGNLhNsUEKIOOcNZVX8(iCm?yF!8^PrGnI@X8VlDDYQ@noZ8{xwLxLR#Kr~`D z5}sVquuE%-(KvKUsUK{RUsDKDbc0M^jnmhuQ&BC5#*f{EqF6LK)KD{mX!!Pht|!@R zqXpi^J0PwFUh_2%YYu>Qb7dGAE*y<6w#;)H%BuH2!<<;T5{BrU*sa4kN$9b22#6fW z3hgQpDHnJNZ0_U^D6-n~-b4`TbBhcY7U>ikkBsJe#Tp=TFpn@qMe=u|h)d7TFJO`N zwzBk+i0o)CtA6Uwm?o5*8TAJ07i>#FBK7mG(;A&7%;?_(>etSJK;*99I?LL)4jLbh z9s>32-Jf79s$Xt1##C>veG$|zbts|9s^0?DVW=B-U#&0HZ_j8#QmlSYHfW&p9N*S^ zp?>uz5cWUSZ_2XEg-}12DTF9qzuoLJDl5;Iwt$PjO#tBt*Kf*Y<}-)K7xQnxmOgzt zVaQv*l=a#;XAjmpU4;5=nnS1x*00{OYSB=?j|&NlU%$uUw=f5_?$?Nig*jj)884%L zBWhXV3fFoR^&6(DB!PhBtsn33YCBeK4D~BcBGiiOcYobt)OGmUTnp-_mP&YX)lcb3 z4?LS{J^VYs1{u7EAVoJw=e;<6(_S@w5B1w|h)@)(U(Z4NE@+i))#O`vO0`3xhdH^(73^If*!qb7FJd!2qt!!kewnNkpEu zkrj=O$}{m{?Y$#?ydfGl^9V>J8gsTa#$7bGAoKx5qhd1FAp7+rNYM?l+GU)+vO6QDq`aN%eqA8&??8Zo~dVNS{$5QgZS7%_8VJ~MPGh`crL{aO-@djju!u64T! z9>kP6pO=7$RvR*0SR|vEdB|$k7MC#~ve||(L`5LjA^nA`rRj7kj5Wu7iaOmM@3;%_t|> zit1NlXW7dK_H>R0m15p`!6W}Slid8-qWV)fg8+7g|o{s?Xb^^2%U z*#A_&*$=fV!7WoueL@tk-?19Z{Ixuw-5oA|4HLo=SRLZdMV zx^S{}6PPOBegq_M{dk9W!z6eX)X!lkp;lbK(R;RI{d7XKnnV45j3zv}>X#7|hG+Bf zE)7H2AU91QNYM>)(hHov4$WF@f%-k1LMV#WZ>Nr3I7FjnyCcmcdu@)u%g`$?=#1CA zPl5A6ST`27WVmoN&itN_4FCMf_|#>n17V2H$+#k%6L%Hu`5;ofHP%@ok|FT+>X8R@ z@F3cbXm$=nR_!Ijg+<=)?SYK>tETUQlN)%PFhoU^zN1Ks(9g%9es1R)he$+@*~+Tl zvD!@ihM$>Sz9xU@NMh z*&t^3j$YmZKQP==NNBR^mk{89y5>oN`=Ne@WrUN`c10G%->|6>KEYR&#O*2!u7kT$vkVk{JU*y*wQc5Aq;uz*Z8$9 zUMCBuXX-=!yc!a!g7x!wGS~>}x5tdI`1OnLp@R$4W!Bm5urTdfk?}I>*D5v;L3KWj z?GICRsXYP7TR-06EzWVc5B0OLCDe-Rw{O7_tlwbQ&xKGwKL^5-tA1-77vtG{tD61{ zHpqGd2~u=}y!I2P?^fuOlTg2LE`*|3{YIuFE`n%y-t<^0*=r97yxKi5zX9$R7tSij zz`F6xBg2KGF}xvj+f~1?MlQ_BjRL|DpA(f{@SOw8xR4KUZ7y*)yDkxV+EZ3EDjPG= zXy!a-H{3E^^(7#YXk;~Qi1V^)e)l|xhDHd1$Q_Nx&aQa*SiCd10MWQLn_w%7#)vV@ zruTNo`lE2mg6V$l#%^U0jmTI+QY;#a4);ap&~~cFAsYAB5cWSsqt?MI zW)O{I8wpW78W&8M`KujUFBL9+^Ay4njz)So^HHm<-Ly}z6Mor681hELpqB&A+5KAQ zzCbiw4-%?^(U`rm)<=j&yAy=PkH(=M=D1mH9vYMY3-e4S880Imw^ipM=uM5AEn%wK z?2*gKNFHdWy79{lLj4mZb%m6zaenF3pp z;lj}<@6-($);sM=VNO!52}5*Fk~DBmj>h!8Si?Q;ggBAarjUbCn_9~jQ-E31B1EtvYf zeeroD)KBF#0g2RaN+W$dIXx0`9iVenKNxfY9~r=N!UUDYEb#p;*;o~d6*>c}{#-^@mY{ZI9aKKCde z>bJf*A&S>ei+x7r%_4(EaPeQYA{^oR75?ap7s{X;&dp#;5AI4B^44$X(E)g!^q;@k z3F>#P7ojRxzxWXW!BD?e0|<*>KmQ(97%l&1k4#}Io8&D1q1Rhgvhw#$P#bBML-J zHOO#bkxMZuDB^te<5CbATZb@2MYK&(#CZ3OSFp$)58oao5lI;&tA2GmG4*>?98v@7 zXEdIGMCzA3j`<+<#g5roP`|xi1R{6+ibl=Hb>QCOUJTT)+@D}8s-K|`Q@=xz9hISe z8li+HtA6@J?eG-VZLc#K>ep>HAt_eBuh+()bKnUrf2iM!`GoyX^{Y3vJ3cJ(VF@9M z*Y9x~X8!tk>*2@#Ht~cbT))plop9zt53a%b#cm)BdFvPRY8cMhOoM$PP(PCtLRGMS zvoDRF1od0Hhp_nd+uO4TMr&a1w&AcaKOZLJWz=tQ=voBXcq~YU`b|7VK=Rg)cX;=Y z&BrGUlQIdl;`*)cR)FepX=H@?GgPR@c9$zJ=8ifn+^7*i>=4FV6%5s9OC>losnN6?K%>M88OJOIpJ4G1sM&r`&Q8;J4YHoCaXjoq$R0X4P#L{^%M8p3o zVezA}&tWj`^*ugqs{{+P=N&R$Ml_~nZ9|a#$!Hgts!NXuNZx4h4sU1jqd{=XwB`jvok8bc1Z(8aK!;!xJMQ8lArr ziek~wtCFS!Xn?(nU{JT zcW-3{BI`8?LsTT96N+35oVgJe*{Z8L9VH^=V`bH^vlCOl(r+QGo?OzBuOF|{Q3=X8jsP+(CkqJ3-eq{GG0dgjH>QKP=t3+3z({vRsazy>?CRMnW{)-3d)rG&-p<51RU$ z2iQY2UQ8w=#iHRBsWh+O7NYSZmQWRpM)%1jArOt>YY2-U zji!C4;x5|RC}#-N_!&EIuAs~69!8^PW`7QcDG*WgGYQ@p$ zUB*0x->2%~0}u_Vq5P?yA@HAsUgHgrZn9 zmfWgz3!-t@*G`yyE0@jUc7#S`cjgI=v_kL`(emTLM_{}8@ z(K#`4!a13F{=*s&vD~C`Od@i^i!W0Afcao7sP7L05ZSVm3>OwLR{es{Sj_)ukOLx~ z2M9w{q;wF9xDRU=1B>itJbH9kQ$OR0v+qOwt{4%JNc}XGnEI(!a$f-T z>(+!o-o~+{8doD zFI@>qvHCqr^+o5aSszzI{kHWY?0>4CPi_d_GM(*5h~o9j?!nY=K=4vsxcHY1B^=@U zjUV0}k76}?lh6{@<8OS_i@hw~l-{6}tkuXF> zV#lLMHGhMbu*fnmXZ4hb6i$^@zaDN({cIyXCqn&x-6kNB`W-&2f%EcZQ(Jea--SE^ zk-L5!e=<+n9;&(xpRrIXAlQoPH+wF#d#^h2Vg}UDznIWu)vw`w=5_SiH!O!j{o+3m zl4A86V-k#Oe`dAFx=_C!KM4Du>i0D4@K(6@TU05VyHv#Mr`n&HKdszx0Z_kWHNp|D zpZeF zbI{jCrw|sVUsEz(M*WP|-9*sZyx|2fRXti0ki7Nd9iBnfyQNUS5giD%;`&{B$b1K_ zrg^1GP`?yg!jr3hrJ3cp0(QBjzk;29kOM)AZjf8tafAGr5Elvcvl~Dtiq+5RNzM<5 zMyl^^56ND;CYT=$U-MGD-D#ozI1tv2*$gsVI2unHStA*fJExIyNMdk%TJ#lGoXIoY7>au^=mgF z1$Q<3i|YDNKidWbTT%VeVwl~#_s58jP`?w62u)V~j%;IYnRd_pwh`)gttlZXRzD5x zS?H`2{Gm3~?@}AW{-^pKYvmdN^?Tfr5XI|PZxl0s!v?&?w>W8cBOKxS`Hy05nKYWd zR);OUYHz}jw|;Gmr{SCxIlP<#^|Kp5s0!B4@ssX+xMgx4Mp*p%%}8B^Id~ly-Vzq( z{jp@cjQXimXI{Buw``X?OqHJp0m)lG-r>br*D;3r`Fay-#q~=($b18P`nfu@pnjVJ z2~V#2Y4p>;`b~7(oB$i7dl*5AZji;{xIzAC(rX9QFC>ys6sw=-iFXNbN$lK{q`lzJ z=WHJ%l=;;ddY-vA2vNzgge^AyC^cR<8yf@a;TG%ge$*RlCFy^!USD!iyL5(vh)&Dv z2%MI0su`nU6I^&WXpqDuKT26vI3k0YaMaYVgI}+jeTE{5l;f@gll1@}y@tL2YW-T# zd%fDlY>FaxIvgjZpIZx>-hyZ4?# ziuWUL7&C`ji*=vFGPwJd0tp9Xa4z##$>R6-i-w;x9{;8w@)jg;5mS(kd$*W%`Fm2v zIleDe(^d^8%R<3~oKkJ?(E2ZI{oJ{QYM(VJ7{4L;78|f3%X|Nt2aB|EJqjQrA}3pa zLXvhsT?3e|Hw`F~ycOXc;Ll;Vw|4t$sI>j;PBkl23R`hTrvGk%$2mCg&6*y6f%Yyf z6V>WBqkwXCr0=}i*b&oi1%qM7yxE3gitd;hQMh9oS8sd+ez>^Nk-{ie63yi7WGKl| zZ==DI-S_o>yRWgjp}LBhgk_YjoSd!fb z9G=3w7)DSK(RsPX%uCbH4OW1Qd756R#N|=6fQw;0=BunzT@WV^xw-iaFieZzP zD!RF+R);F?{X$XXu41#SG_2y=SLbU&6-|^{5zmUMxNjx1qtC7p-W#eosTzfoRmDA- zOch%WYCjjMI9{7VDOSbD$LFASYNPzeP{m?h3jR-3+&R2o7pUS(BMK>AMPK$sSqH!U z_JL(k-GTxMSMj_9^P%FCf*bE(n=iGbAo5nRYjfs(s^w9>)=NRq;vHv3Rd&qDvvgt2logGl%ms zR=0y?FvO4o30JYfY3AKoGc6ZJ!8X6poPx+(#iwnVD$ZYiZa7qNUkeJWU=?-RJ+2E? ztYSsM_*HD&d>2+RZ}#|NSft&%QUDoMY@JyJm;1MA(Nkf%zW1a^@>Y>|fTp{Soq{Sh z>rY`Tu43wr&S<=LbS-nJ;>w{EP_8O^KQ_iHI=nJi0z2mLF%(mD$Lzlxr|?1b9|xg| z2@@!cVpY8R-&GDJQSZ~Rk!1Hh5+_iSm93cP6wiD=We-be>JVzYa7j)_FweprD%hqE z^Rj9*1rePW|2UkNruE(jz(rbUesHYB<@#!wC9zw`l%#9wz@|_VwYC&Vq$DBw%%hK4 zZr75bB$GN*6uC=c(2^-hZq?Njpd_xnC~ie1v0KILf-3_*1Vc$Qohh8Gk{GODN^-K) z=Q5PUb_9h|tR#b{FeOQDu+I-llHf+c|EVOsj;>n(_g62xD5Q8v4!JRNc>e7XLs$lN zgD8-2N!G4lN;0Q|^+VVi4~J6_c}o(hGy@A9=vW>QIZ#_6}$)hG%l7&z0=E07cvX5el?wHA|amRe>R;mRhxp$PpC{_}~ z^2uYNBrUEbdq{TQv^4@H(Ou5`{>r1?D^plPHy=~ug-fD0o_Tbl(S-V$FfU8qQ4rC2 z8LU%Tp=K^2cEA0tWQ(SG~*9Leq*mn2Y5*ahvNt>-%x2V!~01TTvCyuV!}iCQD{? zhI_@?85B-d6$k8Ks#rP8b`Vr?OBRJvtctZ3GgUM`t9KHrsG3W`|EY?te%9{@RaC!2 zA;qisdjd0u`*#Fd!!p>KM}dT^*zF_p`pK2crmlc(esuu_k++J+bt3U{dE0ERK2$NI zn8GSp#S`sUWfy=GVjJ-elhW&oEu@Dh(sc zUEV744)F8%*8`x6t<@=P#Z}bVH3*GEYL-Pq6-%@!pj=f9DzU~Yn&lcFg&p&uF2xkx zF-I^v=JhRRJD`fIj46y_Rdk7+xeH1%Il4|e$?jX8B2bd0I-fBDi}u#Rr#hakpvDWA z#N%!eLh2Rlyb1GCvX+8~&db*nytM4go_WDVdSKVJDH4~fJ7kt5G=V9}>6zv2p(MwT zQY4X*e46(QwOsZE-iDHNI!96DE=jZT%quxRj7T?vlB8UwxD}P8<9cQnyi$L?4wNMP zCWVt#606xvNt)HpG=P%iKBQ2Jm83<3DBKYfd~NNZBq}c`_&=4T+QQX4p(Iwt6jHn- z{_G!sxl>tp0+i&}2MQ!ylBds@`zyzD@4mya{dCWx^s|qe}r~lw^HN=1)$%+BIe|OjnvAMUuB9 zyaW6^?V~!Bq>=@Nt+*tk97bYE+?+e!hLZejO#$U9iBWM^EXfP+`p;p&z-F|8?x=)C0b#Cd66=2`?UbEa2YFL8OXN5G}SQD*12*|G5ixM(h- z#tXYlF8ql3xLxnbDsXAAhJuK?WbZ*2ugX4SV8PWYYP5PReZlRa4A$#+m=F# zSFyV%Glxw)R&<7CFsv5^60YL!Hq8B1?MlJ;YR-Uu6hz)C9-Pbk4l{6l*JDscy`dCV z!7A3cJRg4-*L^Gn<5#g!`VDME-6stfz#`R}L;++}aZaW&E_cT+js2jCJ^Uz=yjA2K zV3h&aWoF5BSESO0F<*K4--(Fb7%jd@y!j4&MKE)K>F-y~N z3SX-oe*#r>UP56Mt77NU0$(UetYhdC$?kh^zd%VcY%AezIpo5Zfv|*DxlrSUOVV%? zv*o(CeHsVzvULgt5uKOx{Wvd%iz^L*i*$ZLC8I@uKB-%GSY}CHBr_$c_PP3cC`n-{ zMG`4V$;j^*$U5&fR)Ufke4{9Gmt?6{E^es~RpT6?B$-N;iDyM6`Lv1I1+UIFZv!P! ztw!Nwm84@H^S=IhSI;zul6=>qP>Pl0bh|~UZQjeXHI!sxJqrF$C7Jr>{bwkNPeTeR zUXpM>W)8!GIxdD~(8rVl376#k1g0b|DvK__*0`@31(CNT%Lg%mxktTMh05VFFF|{!+_oF+44Pm;5IZ`BfOTs(A zl%_8#LrHo#Q`m}2@^gR}8t*=PZX1-uegp-St0a9d_rsFB7&4+Z?3iWaD5mI++2Jrw z;c$oNbD<<5UKB>Ll8jOPxdlpc@j`kd$?lu;-|ox%F4>@X=4tAe;Wp*4gf?8K#tWC^ z;og_HDs1!ZyHF5$tGL9U`Msa+OUo)y#dAF< ztb$cETzlCQs#vct1>;w-ApI#e;#P{mB&edv5DFlpikq}s;Bp_b&ZvBS9D%PaVx4~>Q-h)U)AM> z0o*H&UQXd;Rq@mmri$NspR5a2T)u`vDOSai;W4N^)TTuNRIy|u1^=fiZd<*<5vq7F zg+hu~@%B_^4!_eMLh166$VfWlT>#e`QOXnZg%dkIw0{5b`btBT>iqp^xFEIP!)j%iUsF-3RG z2h5HcJXY^6RI%G93ZqyRZ(V6(1SPQv(k+whzU#6CN@6s-1b55OUOnAm37wurjTbJ- zTBr92nZ3InKGo4|0R<7AmkwEYY0Y`!z7#G}H=j|>7XSIwal<8j8^4!S@WPIPiIjSxl7Wf?K9j`@2=Yx1|_MofZ|qElE{tBE*KLyD*;Mk zzm&qsDoJl8rX-rns{27ny2eu|#Y(c!b1`bK>o-0cN^*G}1^=g#y#8wZ5K3})Gldi{ zNjzH;i-gXvVHwojNr8k*a(Eu|2Rdh**ElqB#dg;lU5 z5%q&_KuKn2P%wT;s_!eseRb$u-zBg}%`Q>^StV)Q0hhbx+#pMsuH;;bByUN02iR5B z#}!JFaEHQHT$1KSv(b37(z;S8iQ8ieC|5~3WV&NXdZv`CLrJa_P)yMsv-2gK!fp9M zaZnQf5(=YONq!#5&V`b6`*5$VWcQ7|EKri~FRS9G3%!dzxWW=T_=_4ZT#^}O%uSlb z(0u$fR=3)HauA~PVsshj<>1TwG;q0^b$5isB`R0IrS5m;@1QN2d}=DVOu0pk7j|hJ zsErd+P0ut2&T=rc?rmWwVaDV|uxCbw1QNn9>olUYT*V@wrKpT406RV;l>kwmH( zG~yk`ez?)dPEbXgmlQ?rDqcKs5A)DvMa}t8#Xcnzx1uV}Wj}SS>G;kRs@Uiwg_Bjq zQ~FF5$Ha`A2UXnigF-1*#r+4Dp!TmTt+qoIzf`J1PVYZeF(%XR3{=rnokEINF_8V# z(WdB1AS{FT+7w8*iYo(|PaP+$Xc-3Ed|y2ZB5xI^sxeixt=uUAsyN)3!YWurr-P$n zpo*Rr6pUZR%+_DA5qrP)#h0(zwWa_vs`%s#^B060BtAL@)0JjTk>sr+?*K2{G4Bjj zoNh~DE3Tqh&$(zESvA!YsyL+=1(d6bqi;{fDz3IX9}YXFU4M!xx?`@mhC61}wjr&c ziY7xTjAB&`R%wUtb-a}EeXV5o{dz;7B)aSa8T;zItP4wMMGiGyxFoTyndbxVzn_ZV zCb)N-f{4yb=?!LH>iy7%AKl8X*LW;(DZC@IB)yI^B^k1*HNFe6Ssq0aDM{LXrX>9q z+j&DtJ`_+Cxl3ZCpO0H=-I7(=P?BFI6t|+1=q54uSHWTK*P$d6KT|kaCHZZ@l%!!; z!;?^w@?R86v63`DwiLBn6<_}eC0VMfO-}DWl|<=hNPeSaz} zgVhZvkZ?)L`!OXM-Mig2*cxY=Q4o1cGM)XTE;B0kAe7{Na|)|qNq$swd<`YBYe&KO zB{{tBH}0#OyVto1i`1tx1&~paWrLW%yKYoe{|Zc3nLS04wg;IB)45Crs$4&;|}hay_I$xg_6u0M`08z z$+0-MpKwod+ibLSc^3b-`|_UZIMj*REj0^f$u9n$QaR?&Cw2J`1YBG;GY{|oy6bxhT;{2JlkvhX`=d1R{_1(R z;1Y1jtwljZT{0fvIeynY-Ut?4x&97oiOb47nN>WP%T)1<``2W+zuIF)kwmJfr}Y}| zuT}>@4W~fDRkX=wK6U)`vtMu6<~xp~Ao5nR${6O`2JaUCii9fe_N1^1R?%hdgiBDx zF@6+`U&Uq#m2r_S-8Ew!EK;Ws3LvA3ZHjv%>Dk^Sd_(ZBnG{LhD)J8S(A>#Ypo(Yb zQP_&BICae;tfKPSX`i8rX-g=eTvbfR-X`Y8u_^Q2rB2=;C zdJ3ah6%SgT4TLI&yBYM7?7p`i3zS5;g!vuKsKt(>pd{10sqw-kIo+*mJj_im!Yql1LSm3z;vD zHymzl3RN_lMp5LhV)x)8%!5j)bv>x!l9?2@qAD(0!|dp#`zq-|6_w{vI9XN9JH^~9 z7HFC7f-1T#p-_rd(WM7-uV~WSx;<3UBA$Z(Qxy}RKb{0t?6#glidXUDcxDc7ooaOq zmO<`$V1G%V$IFRPeBz`(kO_$RXj9_`R0WFDXVHwMYH`BR>3Md4!-XKRor)s zg7K?(%|#U#>H4de@u`lJXDNV;Dprl{kEHH;f!ATWMqi{z@>Y>|fDX;pPK7E~zfNH* zuA=AIrC7ydXJ`M0D*n1l0p+S<&cX<+;-P!J-ocJpH=kmP?wFy^aSHGLYLCx4>b;^c zid8W@-}xkzBwnjvw{-V?DNvHM)K^%NF$HxF!xCDcM~xRQNh=GcBzkA{U%Y0Nuqxgmc(}VI~Uk7pZHTu(H-+ZAx@#4O)5Sg=slgnC{~gZy^bzW z63vufWs==Dy-1)W{SPo77@n!`hVKvTvyU1tToQxd%(s%4R`J~h^D_201reQ>aYZ;U z)%GmFcXjlhd|G$OpHCgPycKZSmdpgL+OeZQU^{pmOpO=UG@k+q zS8+lRQ^huVPWX4h6ALMbyj46Fz*MpPSiKui#U^DGR>3O1+BV}NR8j3a1>;w7;sY&Q zq^CA|;_u?pDn+u3)Gx@*+jYW!uPY7m^7H-w3ro}PyC5lj@4DAeMI$weBySaY2blCc zs|i%mPn*J4T*ah!@mR(1j4tP(ij#FHpj=f~BtC6suwne;qZbV)VKrqb0lVnlgcs=vy=ILcI54iXAK=k8RX=;gV>q{fS#{ zw~e#Hpo+uyP!Q31u`I)RS*twP5?mTCJ2OY(67yNW<+xud9)`N(@;GqWlR%9Zc4-#M zd`-LNs8f5v#V(nGh`Q*0Mi-|`osyu6ai<3-NzcoFF47-E1;0zS^FC9>E1}CDLltc= zQY4Wo4#{|ibMxck`N~kmCD$m5+*OQDd5cvXVp4h?s@UNk#jU7{r`akx=pC?zDmHsU z;bc`YqbF0vz5_qhf+~)9Nud<0;)~U>sJ*dT&%sc|@Dd9CPgT4Zqqh+56<>U!km6PB z9>i2p{ruUXundm=q(H(|Y_^K2;=4P>ePElvSY-&ge&wyA+j8cc>8?vwzkw?5(4epi zR&mIUqo1IPXKPb1eidu2t%Zx!xuen{Sfte&PyiYCidUw&BFSX2VG&H%Diew%Zxwk5 zXz}z^6jU+Fg2Gl@Mbp#-tfHR%JZGrlSW5~hR~0XHh`}m$=w*rTRA1YHVv6pVmduVh zDf+wvRB^g3g;A`EYmU~L1|@N+n|WTc`$l{hD2dK9rX+czWAP8(b~UEP3ztN9nkwF3 znM{0x-zCekpdh02qVydvEf>qvC*dNEZk7K{;&P%~W=RtBn39}0Yo~-Iv7tyJC0TYg zA4@W^s^=XjNpg3JB6mrChkn2<^@HZZ9Z-_@eJE~4C2>zd`BNa_k`((hCF$mCSPQnsXCV|s-jd9l%akOfsMi80$6{lj$SYfO7eOh z1>=`w@ThvYNR{nJ;A`eGmrwv1C5fxyfuy9YiEClHHpfvUc}v1Oz(*<}SFj{&DQv|h zxjbS$mLw*);Uy@^-DC?& z*R9}^^NxauyC^yIsjjZ3t{Uj>=Is^`=#}a-9;!HL%#Ohlm-~^GWZhq>{rApJAUTD1 zDTXTc^Q1^3RZO3dhgE!)S#$xa=;cdMp zz$%7@Q#e^wT-Bbb;-b-?dO;Oq=Ta!es+eEC0<}l&3f&1++`EW^|5FtkCXR`PDjrx) zA;qic8P3e1Q`@l)und+YP$1zdDm7rLSZvtz3vBa_$rME1Dt@cZJk_x(VMQWTan=qB zt6&wAGM`yO6|e85VEig-H_*oo$6Cv?0W8u@M=5}eDq5#aMv`%@HuyutlhYJQ-YW7A zuPHttJqe16IO9zWq%{6;+`uMP_8OIi(iQwR9gIaf7mex-KLnLJEn^= z?wFcI3HzXmjUG`L#i}@ZdnY?6Nf+06f64CqXr4ex225o>b==^zw*;1uz85uKxFlP5 zFfZRPQXYeUPhiGW3L-i$k1FB3bkW@$0vGB1ILBQQmw5|imc;!PQvoKf;piK6l0+O7bLyqR3s6yT{9MOPzVTZeO^+nzV=FR#cK_+nHU^aK*GMaDR2~ z5QURfk_R!&^MMaLjVXbWbT~z!6f4PrMa=zGwtXB8AXmpMoF6X@<-B~?RvT}U6nK_lDsA1 z9pKet-JU>6#@42=6_+IT>=rCZ#)NHMpd_pHDWF^>F>1XUOOm_c#cU|abQ6jxx?|2$ z!5#DSy|`~s5~HRRMzNAquaY|#O47;d_ddz)d+op7m-k(={$XEmw~UPZ`oGTZ{4b{V zjRSZoQY1o_$WpQ-rL1KSk*uYnB4kgYvZs(lBxR|r5t1dOvMY)R*~^j^Nm;U#hf;i> zXTCqUKKGn6b54K2`Ml0`&D_^}?lWi3sKOH3KY$$1Ey?;e%$2%B&lBrFU+P$r5Z=B# zVEUr>ynZ{VCGo)YY)LJtTR3X52ra={R(l6TK`mR4ljFH-37yUSAkF^ULp!J?{~QV7 zttGV%zQ%!pGp@pd8+IYS&es3-y)j#5s(6*%Up3rmuLvr>yiSsMR2&=j5_@ydR3BCB zc88=0Rx#uFZ&b1Wvv#4N;)F*eSDuQoCm9v>PG7tPD)x9u;$*3KtPb-JEY5rCJOdTW z3P_YV6?b;qhGm~Vsg@2Zy1pmjHB#}{&xk&t;+U@_l3&FgE0`X3%y|ACmch`UB#2wZ zYv#9rk9txmhoGyu#uVRUN462wm zBO(}7ywrsR3R3ZR<147*n^m>&nd<#aNG9*Zj8Vaf>Em;>J*a5Xm&AxuQMpW`3rO<5 zWTdua`kvp$A&E;#1y0K;_g>G1B{aH>9M3ID*nMrh>NsK6=wgs$#V-=V+n4iou`lC$ zobLm*7>`&mNK(s*9UQf&>}Rf^#$68zgIccGlH<8+Y3`(pwe0EFDgbJUn?gc(YdN8Y zwb*36z6J~KV3&JSCADPyTg(3!9Oqpf0j!FXJG$zEil6(EBpwwrS20%|-8=cWhP~n# z3z8yO#em8R$m|uXPXAE=6`MGb zC~+#5*fT1sctpMg75BQ5@EWQ3uKf8HP;rSHiR4$Y$x5b&okE{nfn{LhO@g>p+|YyB zE0)Do_`v2T&WD5uRq>E2^JL}dmwGy&;^++|R-}sazD#uh71xH4FliO*I(0zHCQg5I z2^Oh;BngnAqO1E#Od2w|5Py27c#tFsRZ;2$bu(P>3BkQ%NvwPoM>aZvD&FgtcLr3< zIZFZsshIvK8CC2zP$M5EX5b}~$vZJKn2Fi_`ub&{V)zXbBTmIU)z%L|5*44EwUX(3 zAc8}ZZEqMAUu1oL4NK_2268;NBrpDHijs`X>Dm_h;uJzcc>8joK1%Xx!`c9NlV0f2 z@`9w6FS}(*QtLZ&)lt1oCqIzn*8q~lBS|g2Ed0bU`Oy5gAj#n2Bt@_!w%N@0S5ejJ zO+XTZ(Ii)%B<`n~DR{DZVPBBM!Is3yk|ZaV`TlB`_32`eq`M=D5+_OdaOV4~X`fy- z0!c1SC*d`cq*sSSNg&DNxg?Tbk~Pbj9v;g(jQguMi%1Z+Bn7P*Ng{7~)dES9mXi>n zlDwP4JXzWD(MB_nBx)^*6)DN0Z+lfik_{V4n6xApT6MoFYK?f_mNonlIUEBLrKEU*J%Wj>^VXL1xccIITag1wU(|78YO0ML43an|kQi~21X%P=14#lKj!KhE-|c%jBv~<)`M;_$ zmXpSUB;_s0@!XP>&ToQ}lq@eh4t+V-o`mrBWqSkc%i4cGP(m$b19rcc)DjrQQH#Yi zW`AYcs9XtZDI7(P=dR^rKc*I+a%)|vrJ(}};jJaGA=Yxy?A%&daJ4SIXcY3_RmWWi zWvaO33!~z!q-}RV#U*JZiATj>$=Rr4{|g0cK*jTSNs3?<&xI)9l875QeJ!Y1`IzL& zQ}GOYS4WWdXgg3b?*)mIrQ+FjjEawnW+;P-@A65MI2E&2GAi0VSBnM}JCu;{8mahr zi|Zs%vDOz7$*-afyT4LN`rro3K=%g;;#P6-4d$+n5Vr<-Fy_BhlMtaQe(cMr7=Ola zFQ|B^_RGJ^LZpgiXaDpE6*tx=VbUsY%IS)hWnAf@4~ukr6A~ap#eJ6RFlns8#YAY= z=awW%sESf2sI58RAgGwyj>O7WQEzNKs(56cHmdlk6A2WgqV@80908M8cCUho>D--U z@=nZVjc{Uqtm+g4DxT;|V#KLi$nYAj!@Qk}FS=(d=CvjkXo}gCyM_ zlQ>zD)al1usk3f)WI9MEYFA?Kgucy3AN9bx{) zMIr0?3+T%xg&}`Wg10XVnZCSHEW81=IQQ5eCaI*6OnBl3Mal$y8C9z3Lcw*d4Dr9@{{Y zcvPJ5>?!uf=~atUpknK-Bt@`_XN?#Yt2JGMLB+SbNUl5;9oV}%Osti=gNn!YlQ>x_ zR?K2l^mTRI11eS>AyMK~boJeVD!v(IVh1YjIz_^3q~Z$IncGptL=wrbqUJL8s$*T1 z1F#G-u96^b74M8^RLt0`^%cgv@+}e~RK=-#7!^O|e!zdY?0%obid6A|!-J);zw&!Z z!lYGPGo=Sw79YN)J1o-0IV3=aimnd=G0E?Ck^{7>T_H&ls-n~h{#pKP1*rJrJ&BdC zqOZqAR59`N8GJ%;vu`9&kcxq>4^YLsf6n)YiFvVtWb#hTY0YqA9#N~>1}ffHDE~V# z#i{7q^8P1~#O&Ibjh+zU(S>m_nLwvabocx*ehx`B1t?d2I)UR z6%UV8m;@^3HYX{9RXiQ4j7#F|)Ozhe#dd8;t~?cuSQUqbRJH~c{W_93St>T($f)>W zM71}lc&ZzT5~t#bgzc!}=B*=wK}G9cB)mo{9;@{_7gP-BPa^qM+{CKru5Q*0mO-mw zB#2wZ@Xd^hjh~#=g)tv)O+tjKc*%;ntK(j=-4NI-ey}02B2~1TFxeGUw09(7(ki~x zVg6$?!l!HlEK=>6BtV9W6+41Z#i7>>@qfvBFCa-mRg^kG4d3OLLB-o%Bv!tP3CdSd z#UH&&O<}L7w2A}@Qn60kCpZF%;)>&8Vs`W=nYIZHF70(2b7;!3A&bxFT zBvH0++D|fllh1QV()J_sd#OCzDYan=A-sJV)Cwhe zG<8iWyh)v3KlGH;l5|O?Bz z(?F6Y`XofCB&L4MKZDNl)?5dY3^OFLA|nb(7aNlOy*+8pQqRF}HDVUeEe zM*?I>Vs9UeNxM~yHbJ}GEJ%`2Nu*A&M_flukmS}V5-VR4gH0(YNzlWn*C0ul4G9z^ z$D?iDh3t%N0Jo5Dqh`K2hXnE zCFj1N;*^6VSDuQG*!@*W{ikn0#gteQCrd@`QOs}2VpYbz1r?Rfk|=R1W;F`K{nepW zS{*^fzzZb2Mk-cJdbbKxJeEu%`BmJ@-s@PIK0gzd!H-)ch+D-VKjyb&L%;s;gE6o7 zfP@HDu~th)#r;-I6hTG1Y!WL{MV0Nb>7ZhCE(w!Xv3TD=w9G8OTOC-Wt&2&33>D8c z+lEP93XCU1yX;Fzl28?;Pw>pP-=N~D?<7{fib-l|sA7Nb)wMyzXH_InkcwtcU*ZU` zxE%XIpcVfO~Cgza0=kQ*~BlSp(I2HFrO+5sXXhhC?BbmN?QaL19=gmB; z!zaQ2Ei9pzhsp8WlKlF|5GC1K?YtBE;u1$fc>B_-JxX%(^^IBZCY|tXt#0UlSL!yU z%ap`fnUO^4*TZihNmU+6;*sQHT}G1QdybWZBqqfqMX)5PKkDM!$Slht4kHm_Ur19~-Ss;m?0SS|qWWrSD-J<0S9`FHwC-PO_Y=0p74y=BT= zA6P;+x{%|!B}qTb>`9tf4e1Ac8E;BLc>B_j>C5;S8+)i_{M>f}tSlRk-5|4_*%J1RpykmIiR#5R%eUc(r#T7Fc6`Sq1bOjYhHzm39R2*@J zQ8BDCAQDt;*P6u1QZZ~kqoPr1S1(ZUQU?+xPQ_>k=3Ymoo}T!u`L5kac#Tx-ZRA)2 zD%$oUk^CwS^kI6qvF*6gu%sIfAVJ(JYV2f|!Is&X>M-WJ4ksZ(RZLmRs5tdp+I~=R z?% zrB1MZVv;JTIM;*3%2(0xdj_ibDfZL~P_bYs2^6Ga@X9x+VrFUHEtr_Y){;!#iP^6s zPE4zcc1fV(ogfk;PQ?nnIDA5|fl058lIi<1lS7jJSD0rwT>LfD5`>C14d(|Mqxi(Q*jl3G4K=BOpH>nEK2-s>K;g>kTL8abZ3 zmTPaBy`tH{mlL6u+Ve;VZ!I4?<7<4}>sU`%aQ)SuJ(ko`@E{W*wZR|irn+_ybo{Dyf%tW8Ixz<}yG0%|1 z$x`v3iHwRXN|R@Rii>-ZC~+!gy=7GNdb{*8>=j)GlJFX-_#xZ#6R4OpoJ8`g=*6nI z`^4p*unhW)Awk?Kwrs&%b@aTUd=JL_xQQf0sEVcsnX8W8dz{ih#pg~WR;-GbM_Pc2 zOI=Brw2F3lR%ltWUQ4{!agQ4bkfGu-`v^>WSG4Ojw9C?yBneef>I9W~H4g_B?N^Xk z`6|Y(&qNgm`)+OpDlT0^0tKn4=Kl^yz>A1gQ7|!`HVId?& zoQj`5t;V}LG6K$imQ3HgEDlLr-Y_brHLFz#OUOHv9M3I@o`w;ssL(jz4D=;?HwoeG zOP&GtC32e!-g-V<6ma)14%kQ zCn&o#I(Z~lo+KaG{Z)@N`{p2t$vYA!OOj#DnD4KWZ=@dvNxVu) zlsHLFJZ0_=+<&g+8<1r0cM@JBNlHBo>VhOQt4SokBoTg$#)W3llVKS+)!z2^t;a2i zyDcM0cNOPeFdCPslMtbjyf9=W8KBy03`mmIgv5%JWKO+CYe5o|RwPVXk`)KW;QU{% zIM5D0?se`!0%S-srs*C`x)-Q44%+pqD@hV6iPQ<^G}|>7BvI{2V&zLRvFZ^@a?j%T z0gz-@KN2WNlB-KT;0Or*vvDL$%;CdGChx@DVu%y-%EHFm0=__^BG5qdF+>_`#Hp1syRCFcBb4ya-%?zNRJs!8AFX}x>2yb7WFn#HC zuVX6I64I@=ouroZT#j1CH)4KE7MJql9gG7LGjcq4Ep39CryZL`#14U4`VJ)_ytSko z;cFanp~@5%T!*_i{3W#{prT(EN#ap)o?!;Q&bs&C`Gbl#b4iL| z64&c41Py)<*B&g6f@C#h3{GeDsC$!ak5mreV5r^bsaZ87*wqIPNKxA z_^c1}UEDm4Sp47T1JxwFMk+qMtk48h+^wAY_Z`Ep;#c+w!B=J`o5C{qU5^BDtJwN3 zbJg*AIko93s5qh}i5010E4LIUP|>U%36oawxyuB!tn6mI z6D-o%ok@TU6^mZ)!=$8k$=cAaEF+R6R7I&1Jm&eQ7*tg6Lt^EtxFzZts@Syt2p3Q> zc_0ZCq@v&G�nNf`blB%mPAgBoUU7(FSrnwi4iYCzMUz3yN42Ku7BQgWgFPfloQkD8 z85NhWR7`}u;-qL2ULzHq53fA~DsDYaBKcJu#Qp+cv6mPAmHYa$B#2u@cQ0nISf?V| z62|TNvr79&JHaz^6!m*&c5&g z36P;;y@OGhq;zT0aA;SpY?35YMX3{}Fd83v3TQYs4KX6E5 zZ(o4Za$)KM{1HuCJ#sv^BAn5G ztBxB>WlCb)f{|q6GMgbF$*PqkiANI6nYXYvVIF1EL6SE9Bt@_!33uw@+o+Lw{S=VI zVKd2P*mk|gdWQQ{Xx8NUTUnT6LXs6eKyCNy4NhnUOyU=YPi{^GH~v8P7?83`rU-i^e3! zPkYZmyBzXKl2A#cPO$yw_hukTTnUMlFUeTt*C@#wul|ETl22brpdd-CCj7t=(AqDe z4@^wOUnG-vVygDWiP_Kf+h&lYzS8@@6H}Zd9uI9?L6Rl|(uPQ;Z}?{pNm{r6jMGxj zDJdJ4&|oWaJhvqKQkdV8Evh}gKJ?|v1QNpAmvE*pi)*Ldg<8(N^PD58Wpf!vE#?!M ztBxCDBJjESJIcuM+_fyK&wQ|)(6bXhrEEzR3E{0}b6AwpGDv|vBNb7i=bT# zZjvOSDoUN;?>WgEK*fdkNvwPobprBHMW1+g{Dt+7XCzRNivESaa0HCF6N|sTU6M;O zc_*g68BWZcKY^z}MZ@yIem^)QaT!>JD*9QvyTTI6_aVn~ zOQJlVdC0cosa=yn#eM-Kgtsq#=Gd3DGiKsPw@zJjizT(BSIU&6X>&%B4IAdq21%TI zlO!HVyh|BL${LLP2PAnukfaEfMAw|zU)`TQq#PufJ%Z%QlVtM=W(t<%Dwx9lYT7sw zCrgs-cxHcPy6)&`kYu?7i4rGCb|tgFYBJLJB8{Qr0)!yP0!9!dgaNRnT143h%ZpI-{?N{S>&LM4$p!G?;pyg`z~ zhe)h^NxbU5MM-{*m}CU|E6bB4P>>{*brc3!)l*YdQ}LWJ&28FZPxJg!Pheu6N+g-Q z6LUm=oS3EB8xMjcFRzjqagxM)9lZ^b3{hS8K{9>I|DC>4cXjLz$wWz>H~!-ck_>G^ zj^~!7sZ%?=Qn$L?c@6X>pfw5M?TZ)FmqO!RouQWfidhYJ{CB0U_%}x_y$3PR>M(F? zqz1KguTPHWsbz>h*3#|foqVTJ zjEci%>GcK`f2lP4o5Z8ySp`PLUY&Cvfr|bbBt@`_ZW_$~D!b{?tDxd_Es`rw#Vzdq zYJ0N{_zx^ibx52n6UO=oY#ShLpqQsaVox#VpKf2FH9L!v@;~(HB#}QhW>g` z(Y*(WLQLEI|d?8EG@?#7vqg)y&TK|+M8m|z=>`_kz?6Kz4o z!B!+zq>9CMuZDw)tH+ZtX%%Pa&P2<~&MAF{Md~_<1jta)_reKGs`7F$g?9a(N|J=C zD0PBw4Z4p36?@DkvGP@n_b)~j4?PNr2NicOB!PldEUs4zRUGzpkOoXltK}q@GCKoH$om92o?DXg zj=fNl_G3*?LSNn{kPzO!I1R?WXs4K&K`kB^+b)yT@*setma(?inOd~k^@Uoj)5!7M zwR{h6hPABsN_-Esgx(_|ytRz8z*=@&pZ*04u0r$OE=euxH^@|RXgfy5&@cDLf{OaB zNfM8W+WM*3oA1-LEJ4LNdL%`#ibb}nc*)^K6U8J@G0}kJ%2RPY`wM`g0cm(w$8{4D zCribMNJhm;MW-r3#gx7zN}P(rvKbY1zm$#u6(a|e@EWOT>wT#KsMu^IiR4#t4*LrL z{q9rof611NBSG9MYR57v>N|}*3S)kOJqZ!2VyZ5q;@qZwHlSkq6cQ^^#pXJV?}3Vm zGf9}ViWzU_pk?z7jVHh&eYt=H$WT#XSsW$}w9Ul7akKRzNkUbWI>Fa7j(CBJ%T|(D z`6{lg{(vejP~Y1GRJ^v91PW3yPD2@03{GG687AhPO(c_dVyHY!mn83VaatzM8>R`8B#a@)b4$|ad0UiZ%~nHo=!=Ox3E}O_ z&|xTv-|@Nj@FuMqXZl4_OW+onlDM~JB&jU&ISrDGawJJSlKlSX2KHu3pC$J|lC#rE zieO3H3L2s$hL5b?f+XQ{Nv=Feq@EBwFU~F(t~y>=NaAEkQq_-VjWw_g?rb4J+>%&MVVJgGCy4 zf&|ErWV+c|Oj;7`+XUKGFP!@tNutw@D`N#0(sc6Z6`zHEtlum2l2r51cA%TKa)K{pBDi&UITMZMl zRRqc8otW{=#EfpV5}%tt=m3ckr=r)Ci1r{!P;dPilIeS3Cx;}_=b2yLzH8nXKUkIy zBFA$}@@;nqlqBM*SzYLhwiOBC?MvHHD9L62119h$9dp6yfTWfe5i%ul(qSZVvDozs zB)NZsB=Jb%m&IJEE3b2G14xpVK~e-uGS|5QN-|~F@-85W|6`IXPm(wB%y%z})#K)X zBvCI&oGeKq)fq`FC!K8!lIRqWC~=bX+`;Uxf?TFN14)$Llkgfz;_&+8XOLvZR}#rD zi57d;d>6Ma1t3Z0PZGo}$rNKol9u*uieNOVD>(ms{|c34`6ot_-RDy7gCwPONvudo z?5(0gL6TaUBurY8Xgx2S|0!n{UxP(@za|fSO z9VE%=L}KMjGH~NRC`qx8vJyzL&X@!Wl4PQq8cO2v>8cY<%msZ&Chx?2VT}{B!>0=x zu)m5NNMgiE^59G(d=_HM7Pq1$(|3C$ha{773-NRJ;R4SbSVE!g$?@Eh#0+hLlJp64 zh=sn)??OU&`_g1I_N7~|MbkhHaqrV@C@eT#qskwWS}OO;R8du*QBk3z$|z8=bzhRiqhicV z=DR)Jct~p{3)Q~nkgi_Mk@OJ^lu0%KAA}(`BiMVmic6{an`z( zunexcksxjrCulJ$Hcha)04jd=Bq2go^c>GzbzGx85uclHwUWe&R54=2)I3lzb1eyz zR?(|)DO&bksm*0rq!)rnfD9EQmR-c8n~#Q8e?ynrrkQi|)7Hvp- z0g_x7Yb)~)ET+Hi+rScvT}6)PmPAXtGpe}NK{Umf1;ZUd#i9=+iATktb<9;qjp}7*LB$dTJy} zoQn4{7!^m`ujm3Qp4BAbHB!-ejM+L+aaT(c$*9qo zb;szzm>=Akga}pfRYOL_)|P9+VXqisOkzc}C zsTg0k0jjwE;R92cn8A)DlXqgaw84q_eb_4x*ejlzPGZEVIC+P!BS>;{eZ9q!>05Y= zLy}*aH&K$Tuf6fRxMv~ccy3AJr?x^BmHjlspf4&BB!sswg|^ri$MH_f;Z17NrcI2b zmRl!eN@CxE*(s`l6)_8cLzy6*pu)Y zNir(!W=D|Zhzp72m&BCaUk&XXHWEHiWy~Q#+>*GsFp}KfoSy)r@y$XKB2G*FVZ-y^2O#B3c) zGI=Mar5#R8%k9rUf+S7Ok{EH4>`5?I14({sG>ex^-|UkdlGNLmjgnOQ4j%|hXmty6 zJhvoEOPHrVnK&NOhrS$bPeOS6lFjsGul2WIP|N8>&9Wu6+&#llOK@-I7uEsa*W+JL zEc7AAbJw!!#2{2LbjvB+D}G#0LU?Pr>wvHEp~faFK*gym%>PJgDLpGwMOQ;cML&;E zTS3M00FuO`V&9l+_&Pgfo@oLq-VP=yf>kV8$Eeum?OsbzvFA>bD^JC8_O6aP`*XL0 ziv9PJI9Vzdv5&1zUZQ#iRGb)1qQt3al+36Y^wJjpm+ZoE5?&(}CtT2U1Qp}Xl1P3P zE!f|ZeSH#<0ZaPr1ro%q;;@5^iVkjx-C@jMOeP^hRn)g(R8*~(;s7eTq?1^YDjHwg z83!ubWRfsx6&HrCK_ey^FV2KTx-yFd$WZan+3T2OqLelT+LfC_l7y-#b%McZw;zCt z=L<=!d=-~=uZ8EScOXn1RLuE60tKl!xV9#$=(zLKZg#UNdF*$)ll2hKyZ^@MV`c}gd8WTy5=ayu2su@b6U~4fA z`ZDn#3E}Na@?`AGM|GDXc$20NE1f8*Wy=Mbl3Z)gNTTh&(g-98A5W5aB&n6o?5{@o z9x?(+_D?1$f+dO2)WH3f!uy4{L6X?%Bv+m!GuZ#~s(xW|6eKa2PvT@rqA{1*U+r@< z-2;+b_99W@B&j~iNHY14#sS!0{q`Z@HIn4z;?jj6Nq7K>qa}lXgs)+gb0;Hxfvr##O%JmK$4PuBvzy(r%wdne|h~pLc*jaS+IB= z&efp9FY!y}_oqpK3`xx9q+!zZSE(A%E{%&MNvI@JC;0otNez%h^#+NRFNxPHB|Ohb zQ-%kFBqkXoP>>|yYE4j*J45|(VkSK%nY5%e_blZ!IxX z@HHNjzF;t@=oqeeQc}yMYcf@A&R%s)ue-_{RO}N?l6X`!oXe=VIkQVYP_f_?NfE5# z$pmJ9RjbtM1gJPQiR8*tu??$YYV(eIpkn4V5+_SV-?fa2pY^?NgNplaktlI0emcXb zsQGSiZBViM0}@^%6`h8buL2ckXOTz|D)#(zeIqP`b-5&nTSc=2jEdVUhTMlSZ}EX90BurXGp9$;Hh^i~i+QK5etXzv-q#j<= z+@`vEFP`Q#*Ta2?T3tm=h4#u%+NNXD(>`Y9(5_DPNs>?%rB3kI(-=iiF|aX-m9L`h zmfCopYOf3RK*bZsAYM03D#2etQ9`ND#4Z<&s~dqsvg#&W|#CDUgPD?B!st? zkm*=Ur}vX}V8LB{@lq*5@-(i0Yx)1jP|kl~G3>`hUN zFP%We?jK2tU=>GoWA1efG1NW`Dvm58x$;!hPGasz7@n^%5L67RByqA-G<0HA{B`C2 zH&8KH@zvi~K%9z;3m6qI&D~i7DjruQ;WbjRaEDD}Q1MAa63MS(Pxh+g@nO})u%xdx zBSG9Ms;*^Jtgb%P6vn)A8xkT^#k4Mris=&@dVz`>`XpAQiq1uCPJ)U{4M~`^iYHAr zpb?`cDjbGII<6-Pkg-=hl641@I=Z%h3hnCEk0c3IQR)QEOQ$=6imQf_SotbWHB-U! ztnGLQpAfuxGzk=>qOnPHRI#IF)kK(>`gSCfcVZSZ6Z4zJplhI_(i9RSPQ}DeTAm=u zx1|Q{CDYgcHisn1;~(L))Ki_0cXgavOOEH3bOAra+?Tf!FO48s& zQ$u)@RzA&glGGA$SEeMZ+4}>R-LzK%N!0U65|1P{KFs}rInTN*1xd~qlN7;{7`ih1 ztC6V#vOp4#uOwHVBvI`Cs(mZp&mc+hPZB3flC=(uB)O$Owt*xu3fX^O0dbPlQDlBg z=Ke+rpVcv=E(x!ZBzx;UGzCdK8T7(0Me5R@1jvwN z{r-EHWR$Zv1lr{|lq3n2MCt_VzE>&)Nwlp=tb9pQR8{dj7Zr}V4Ew7X8xkl;lH0vo zq9hjG593|)#~n!~@5F2|3n%8d8(SNLB>poRRB_)~XC?{Z?aMNzFZB+#JOH(vH0i!kQp?8& z9JK_SGQY4sn*VJX)-s43&t1z;7v>38d8ho#K*hbINCvai| zT2da#RI#%Gv%iWQKPLuMd{|79cvNgXirHUf#U73V6|=vP6u~Mc8!^x7*uTR@A5=V3 zL2~7(sL!gn&UgJcP_dVy|KGOBQt|mjM#W#1N%#+!YwD6HaVoa>$?UIo1lvc#{>rW) z39pfglOHd}XCanrkw|_OBUlyhEOifqW#Fwtg1A+zy@XLQ&u~C4jQREYBt)o+-%J=4 z`!BAo4k{WLkyw!`b~a5p4g0HceMp$JifUz>(1;HaTk#jx-v*HY87jVYeSk^NRNK{t zcAc^$NkUbWI>GDaIhvs2(6J;|zKUlbtKoUxXc{pIRGeu?0tKmfWmYRx(YWA!6->;j zQ%EN7#2h>qC#Jhck`<`9Y9@&hr=nKX7TjN*jrw*+GJW%&a7gmu5wnN*pj|5;mXO6s zay+*ruiG(C)xD&mco+H-n?yo*`{FVW`_iI(pcSa-6Snk=q?RYy9JL($mWO*q<;)um zp_V%P$no5@WG-jEi`!NCWDwM%dW3}V)?(|1wFH#dv<4NgS&meX{O_vcn}2JOan-Ss zRk3@AZ8t#0^6?~zN5%YV=3d7Im9rv2#STs+MX-w1TbR9K+T#w+pkggok}F!p1KzzB zfQmY9Bu&GVB$j){saM zD)#6T^A(oC$v_gstzwBcqv8#thuJXZ?`&ZwAOE5-~|T(gVBid6CO>Xm;$ z#bF0Xn6!$u9&bh?f&#bKhDAEt_!s5#YvJRR7I&1+^nINX6VkI;f(C$D?~NG1XH^Chx?Y!AwkjouU??Vv`IK zBTmK2e2*s}$vLl{-6hjE{S}8K_K%tURi1uAZCFBMe97_LlI%U9i&q_6oVil~eaYNF zLU{W!!W|{)_kMRgyh-z1>$^&73CWcy$$9o!^Qr19wdoJlD3DKyE>F&uAc!( znk*qHf+hLhxjx?O*lG0WAs|WQDv~Q&lJR;uMIediIua*Jk_piZB0-YyO(aU3B=+AJ zNtPc}{0)-)*+#-^BuV|<6UKrhR^cR4ge1-1R+hmsDBMqi1WMB4%|}NVjn*+FM5rW} zO&LjEPWk>EBq=yeVns@#xcpdCkmOYo36qv&Vtg>pRX?MwC$LBxB$EIcl5~0g6qAf! z{%8;Fa=1y7gi0cHg3p{b{RT<8-y^Z|CFyD20M9ceFYymZV)uju3X)`2R9loJ>G}=> zn3#`Wl1$!-8RCHxGk^A^9Uw_r0f`YOiHEUv8Aviqvv8qg`d-fCkYvEnd$=dLV4=Jh zmXLZYay+*r{TefOLgbXJ42Qn-)FUChed)Il`!a0Es064*WoO@=l3Gp|a@10>hIw}3 zp4jX|P)nUCay)k}=EhA?#pNB+9ziYLj*$@FT8tNCEs+zM&wg`*%EBeJJo~p6=@q+T ratOYE9qNzk0_Tymiv;kVhaGbs%m49Hf%ls60TLtby%s(!>G=Nuy&4lC literal 0 HcmV?d00001 diff --git a/utils/logs/study_0/wmt_attention_temp_jax/trial_1/events.out.tfevents.1708026404.9d89a6165b52.1498.0.v2 b/utils/logs/study_0/wmt_attention_temp_jax/trial_1/events.out.tfevents.1708026404.9d89a6165b52.1498.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..cb14756655a36663420bd23bf4f49fed1a47ab28 GIT binary patch literal 151370 zcmbT9cU(^GAID26MJNqqR8|9J79xdYhme_;-O#WK*-^+YNke30i>$0fGNKTLP#UsB zD1J}(?RW0$bDitlmFKVD>-GG;@8`U)`RR=7?js}q=gEV<1xo+@&$TE3a`JXd$0o}EXvR@U=zb@%r0nl{H{en)2yFV~K~J~QWZbglgN-VXD3>T zvHf3K>5;X|G2(#Tjjdb=Xf|d&T;VearNX7|NXxK5g#yqq}gA@o`s9YDJixqpB?_+^*59? zG*UKDuJ2RXCdQ7=&c0rb&I|v~DZ8fI6FAW^AEtKw%bC(eYm$<3Cyvujxs9^2m_xRQ zb(Ar-N8ZBtufWjg!D2YgarOQGbyWTr;W~~w78mvYdmU2;eJW9U)0bnID0ftDG|zF) zOczI=nI3$p->WNn0BpV4rtUrd!h#e{KPiRTaIp5uhRO{H7-=?V31!ykrL`)6x{MSA zN!82zpkLqe?-j`$xOzy*dLjqvs@z#wi?||pUpEKW1&(f>b6mMGC=<|Y04PqpGU$!z zUtmGut?^2ioH?MOvc9s4kE^#2ulrRV^uX@-i+bk-BXQSk4kH@OA`IC^7dBCCq+Xsg z9S{S(7znAY6Yx>duGe3grmf;9DJ@&XAv!9zS5_5W1+!g_QSIU$em~FnFUoClb6cf* z%Q%#tvW{|X@5%+?|HJUKTQe(Y*4j#r7BH=buH(wZ)5^o=zp3f+-=wM>ivQ>IEO6=% zoc%NI-5l`uGTy$KaZKsgCXQpK++A6_a$>sq&T;f{b#d_ab#j~O?foCm!DptM@Wp-T zKHJ9PFLb2qJV&L2VH~uxvWc<=3H|Ti&jH*No$+{$$47LzWc3%f@QeFFC8uZ(*G;*L za$^!V$7A~RneNkpSXm3!4X&lF>h_oT==$V0O0fqxqVUQVU;&WG@dZ74{)MP*D}JTa z_&5jYplqbv(9_G+)y=cA`5l}+eBFKi-wC|SF?y9Sw&P#Y^|Wz6m7X4IH0SRc$y?>$ zG#KSFs^qeaMkQ}-eizBuJfz5DH=d~e7(RSs@)z>f+7OJBDKg+Y*CB9R~2PY z7O!qa7l4Jr7p|IZp|sl268d=J1tj>z7J}-nzU@`9G8nJ}}-=btXWf3NGvL{%0U*xLU7A^DU z;RX1`?R^Or9j|i;VT;QMDPL=}3@onv-YvFJ4p=5mPr`Y@y7z7~?`&+&I3y1z5Dw;Hudc*XMfSVDN3)cOF<6Hs=t+ z7CLC*={qYNEaH62#TIq>7FLFo#ZQB$XTc(KDOb(52wOw_jrPs9@CaC>tl<#C7A9yh zap7_^u(*7;k((%i)Z<$WG@&g1Jc&vIi+fpIHQVA{1=SbbR*zT@7V)_pLfE1&T6lJ8 zq6ikh8yJZ#RQMJhYf%=Hl~zsyi<^i?~)CLfFC10utgwRxae%U1Qz)NBE=SJe2aeeR9{$6Z@CUE zY({X^Y>P!N=iq*^_IFSnuy{0ki$;8l8@(xubG6UT1B;zI zxN5dVcx%dHa_!<@V6ifaLkL@hqQ(A8uDiiv(W^UR3w6H5xi{^x`e&8}_QmbDTs7N5 z(UAHpY4N2_&%h$MltTzxMB#Nj^jf3=7IoX^i!C(x7UOSG76ayUxp)QBo> zW!nlYYDIDgVT)sEVQTTBFIae8ZR9RWAXU) zS)>17fUw17v@q9Db_9#PL#)J*CVY!!Wky(?x=+3jSnL?XRkJOU?5TP2d&tLfuyB~n zA%rb%;&r@S?)w8QJkE|6TQucc+)1D;`rHiO2o@SCTs7Mwy4iFbQHLDD{lH@MJq{sk zk&YJnpJF4yqKo!iv4u9@A}5-%*zvTxC0JOu;i}mdsjXenVnk8%7ho~61BVc{$U=(& zC*K|fiyW6gu|+e!g?b;#;`!~jIJ-mLxoWmW_Kj(1q2w6u0Tu)2aR_0HT(sz}q}LcM z?jMg7TQuieI8+#7_4D-e2GAE3=ecUOMOkO6FD4Zk#ehZAWDX&0QHa-(d95zqJs4PY zT5QpRZ?WJ5WiesdJ|(c|{e`P$TPQYh#J<>5I;a3F9{l1E!WJLV;>0|S3(yzq%0m`9w-JKuxF13RvoZDC$K1uZVUEB*u)29r62utgoTaF{*k16YJ_G7?*~;#&+^OIc{O z{ICWr8ijM!Y>OdnC!$5y;&2Ry5Voj?7T1?vcnlVK*;ZnU)_jXeu9U^E?IZAE z@s)h8nr*Q*dn{TUR-IZKEEc@u5W*G>(PGIoSyQl>{dv6Dq7C07MwhbCG<<-6UpQ89 z)ohFL+N04TY2_HqQMw8f{(k|&7V2p6-DeACT4Rs7Vn|!Q#iZN%I4}0^NW{C%M;CC_ zY>U1>sJ;j_+j|=NqG%b15VmNH7BiQbkAuFr@ibJc8%b*Dz6 z#ZUE8oELHy975Pa2m7L|&UVbSd8^KdEe!Y;8aLYEh|;KIXATw{HgeT$i^f(|UnnT& zr$Jvd3*`{P7Ol}D&Uf*9=!?d8?uso8`4%_hD2wUC*VP4!6OXuRw#5YNq1YEq7pA@e zi?h!;gs_D^TAV%ix)dyK*}f5581XIc8c`Msy9e|K3#$oSHQQof{t&d-p}Zg+EcBf? zgs??>wD?fsHXkfzB~^$m+Vd?o=Cs8TrEo7c04$o^;;Pve1sOJI@oj&?AFv3>;1I$V zCTJ0E(y|aN+s zi%xut0V^qskq_i>rCsL7RkJOYmztx6(PEuzU@>eJhY+^tj~1Gnznun)o_E%YEjsfp zGS9Wf5p_4RG#>gwD~qdUTLiVE`eN#xeN(_<%S#R+Y+-{IL(cba0~YtxqQw?n_!e)Y zDT_0$ZW)8cEp4uvZL#y68TN(KhqbrB;(aR)A#5=eE#mH-jRT9H0}{m+UHKNy{V0q1 z-Fk(AMbL1rnr)G3*%K{BF8>$=7H(rXgs_DzS{ypnDHALXyWJC8bmLnnjiD@Vt!=mn zEIQBQs@WDjayp~MRGp-EU@>6{hY+@~LyHIPyR8F@zN_DeExPk9i%E`U9l&D!cCMOj z(O=gD`{IY2_c`bb???_IY%vKft{&Wi@2X{wY7& zFnu_1Fj%zu#vz0)T+pJHT=;evQT=~ei7k5aEmS-yi|)pj__lkTe82x!vn_7CGC&LO zn1^^LXKXzVA#5=NEmE#-+5i@Jn@kX2M=!pGkppF6Hg&>D7*TulxN5eA)wkAY5nFDC zv%7&IhY+@ygBF<=jJ&~OxY1m(g*o41^a))YQE9KX;@=mcUAbzuMQ@WfXz|WAAO}WN zsyT-cw(vxYs5?c*U~y_Wie#!P+jN?Wmm46Z85%nE3~+KFi0LOjNCYc zu!Rp=xZY|k4;JU5BE=Sc_!jp%P!^V#cKCsX{9&$|Z4vcZ2QAWCF53$h&Zjwqu*Cwj zu#YUlmG*wxX|aU`-{RdQ%3^TWSE%e3D`W!;oVkKIv4Z7AIEXup7 zdx;WAKfZ-#0A=yLZ;uaP(a?gcW?RU2RY!~1oeN%pMV2*(5Vly27DXS_@$YVp^+sZg z{(K8dJIW#>>Pr`}h}+Ipvn@WiS3`@D-6I}>MaXUrA#4$d76Ya)o(+BBan4F?F@SH8 zdaVVHs0P+Q@lDkJ*SKo7#l^e^XyLqfcXP1lp2i`BE!Lq$+r_H*MNho!1hIuR-{RK> z%0gCgCqA`zuFF*mSTw7T76*5Ro(GF|jW~p`MKD_ItC-mu`Xa)5uGnHA-(px6Wuf6y zPzy%Xaa*pMZIM;GE?P7^`v%vjx#Ky6u*C+ni17HJ3Km;}0>u_Ke2WMr%A!~CNqpYj zAe5_STj)HjgBEKCr<{Pkkd5IG!WJQDp>$}L16UYcixgW7;#(+OZ;taK`@8B?=!<4| zxN5e=G=BxOxRcPc1z4nKatL9I&1kXLbYvP>OnGuzY%!Q`v3fOSaim|5L0}Q|imPT@ z%={&f76(edmV(8vVh$l}u@x;omw&>$2XC9*6^KJ&POG_UwuSit!2A#4$f7Oket(*}#|m~yejFuq0qyUlQ3_#8@Y02XzQa@A~$I-W9Uadi9l zaIhGg$RUI+cA|yhv@bSb(e!yEZ&3mn&bK(>Mp<|?Dy;yE%LQCD+oI{FpZH;MSH<4< zz#`xShY+^dg%;*s-u_^btYjp%7{Rw_KaH|DptA?xX7O&sRkJNdxBG?`9glZ61dE~C z975P)H(E5Qh!_qQ*Lz!uEo}J~qjR)zMBPhCxdeSN+lH%VTRitEMT^@h7nH!lb|i-o zwunLtU5gj^b=Ccl@nVaSe2eM!l*NX(=keZPOc+@HYr*2x!JjN@C3 zGp8&bT-lBZB;A0kW?Oi@%t4F$4e!Xnh`QQ|LkL?OL5sKh4X%O3^Ks>33wyrB{kBbT zcAH<<#P5HfyMZ0pfII#G9pF;>+oJI@X;oI=N!9I%P#TJwJ7AxZ$h5iR2>QZtG*`{GxUlgy zTIgJFYXW`IX)=cpwzz;6JB`lZx08k;yTuj`d<%~bl!d{$0UN<$Q#e=6wm4vM3oZUU zxU~o@rp0myVT&ZRkWH{Hh7pyMnIN{9%C|6!)WUfov+T-5uvqhgt7cnFF1djgRx#u7 z?Z@Ut975RQGFqG-DBA-pPS(96ws7QIxZS2K8uS>r2P}*=xN5eA;-;%;(ez^87wC(g zEjWa*#Z|P}SJxcxaJu!#6I(d(Eqv@L3!RajZiB_9{#-TN;<43bw0P3wV+vSA591KR z7RhKaeS;Uy?h%uJi7lM@7AfN?3p>N-JHWze8duG>@GU!!7H?|5$FE4bxN`_$ixjkY z5i@2XjHphh)O@bq*nHaT6^v z&z@NaXY8GPXBaB7C}kYx`ghdwNQGO~L3-*JEtGnz+kw^~XxSZjgpP|Sw9ZM?^DPANgXNxr5 zH~>Yqm>*6Dk*~`o3_+2A^C%LrQS}XojJW$-dspSLrs<6HO*WLLposnYu%#e!I$KiC z7J0sU1B!TWEE)tN_3|YQK@pjsD6)3Psa!ZYbi^i0)rd-whicLeXq|Z44=<v$Do>5BkawUu!9@RQ|i*YZLzpQOv(;bv17D-tAvs&AyPQ)qJ z>)o33FvXNhCG}DcYwcWD56{w#JZL%4`tOB!bvwIPX=u3wRNd2Bd6$6US%7FR`u+$kf zk{|__I$I5FK3NN^v2c2C3vCIdW+%2boI1}1m;c^s+M-o6nQ@HIAg@Fm;p1JmU4s!G zW+N$QFaI9OF*ws=4qVHEHn}@e!VqkezRj>rVx}bb0TEAS`GF#lM8>%*dyEgGNKW)n zMG)DmDJf@*3@J=R5jpubDj>3 z5Qw~ZDJf@*Xg+^|A~}ELgF&QjiG(32a(M#w$d8PYc_5-6R}lSYU3^tVcT;kh&1UXVF-#u1*3@S*X{1Ge%E?9`tI!gksB@^ctKjukQ?4uAhQnQE@;Z&Rr%m0XZ38|u0GmvrO z!g_mZnVZqX$qq*N-sO^V_VV8;qA4!_ZUZlDfHo-$k}w3@r0*_l6U#@|`5+Q)vhS-% zq@3}g|75#)IL#sz@<)NlVslA3TV$_`Hi}Fc-uE1c6!n)d1VwTWp~#Z6d9y&o?^}d! zWaU2gk@02rzR%P#e-(|N%>a>CwRUsmY?1Z@3{a#jXUta+XBGT@m z!?FJ|;u0!gazx5}QX#$rU$Ip=x?mb%j>5~Sc#*Ekn1?8MvO84!_dO(m3?MWik_ z44%XCKg1$;foRpd&G^K3dO<%Nogp4!S7C%F4VIL%m;W@wCb-_tE_!+!+T`wN2}7_= zrWRwH+;ch}3L?W?(_=*KR8k}Z=LfynH$7s^E<`x#$7HGSFzMSdCHKM5j{sgiQGh-wpA6lwZw@nI0r z%9Jn!MWX7V$i0!9Q$ZwT)(QRS%4D&N@tMll741+Y(_uk75V_zZDQAnc988I5*SmQK zME3bh7=j|6>L^m7K1c`F@1OO}YsFNGJRK}8B54h+i|uNhe`Y1z07}u4fCM7a@B37{ z?8j=a1B8@JtZpJfn{0`w)2sv^?SsrArnTO-W~2sVd}B{XRfX;uOC z$$vM`URQxMv%4^fG%Rk@2n}zKN_ztl=~!7OD}eG`jxh)CP|ONhb|Y0w#}wPLge z%!7fgJygOG4QyUSD(lu3?TUkT;BsYX$6}Bzr00JSd#z!w9?1}q7Eh8eY8a7ZR@G?$ z5vj;o!s17y_P$hRFw3*@g(;RXTT(A2A{Dj%fZKqD$pR~gNb+71P<0~`@A6dZw~l~_ zw0nVsT6ILyC|HSCIV#>V2O?6yQVFkG5h?0o7Dl8N3uTtWQdhcKf)rfpW@zA2*RAmN zEr>{t8zhvPMWg{)W%!=OvU%6_MXP2A<7=$ub*W=BR(9Ee%YSBoq@2C{Umx}z{}@S3 zo7@N5Wa(N7L$FQyHp4dg)pI@WV>xHz?L;Cg8K2KgO*F)*`ujz+0ZjM!WJx(&WV6D1 z6uF=@K^H{!+?Fr|MH;q7ky*QPmcfQ>tg$UXBvQusYNM_@wegJ5nePB1lXN8IY>|oM zpP`76b%zfi(q3P}5ERKZLXoTvL+wE1apx8BB9RitYxbk>>S2%Ae)M+(k%ktMa<<69 zsf8%g_EOkN5E(R3!VnZW)&)gMCh7*jvN!!pcHExIWN~t`v}AG7N)6ZYwU?$ELntu) zEddE6izqqj6bPrM7t{gruyzi2H3Wp*RSx7(f7)~&cxW3W3k4Mkq^e{wv_Kubo{V_e z4D!H@MiQE|WN~f2Dt5Ylhb#4gq^d1UA`K1uUc+nZan4d1lEr8}3F)7bMgJ{}7elhh zG>{O5lSRcN>W<)(j^k#-z&_nc!VwK@Ub3*rZiwyl(t7q{VD#$2VvsFl9ljP@$f{>> zH%J!m`$`x!OcvUG9Q#1BFtd@c_{n0WKeg2!d8PUsrdZ#Rl6oo0!mC6T=jyOxrJs;2 zM%YV0)lC+>%iH~KehwrH9R~@u>SQs_J`$6Kk#>hekStnFlklpQEM%G};8NFadh6Y= z)LnIxAO)AY+dZ-QTFlRy3dusoS3;>-viNn~1b=|LXP-BRM5|^l<7<+|*}6EwXL&9x zhY_wYSW?bj{!QLxVVi7QFQ)`;qB>f_5NwlxUf3pAyWGW>gCoK-AB#jX8L$6e-bOtJ zE=V{R0wQH`l5)1lo{|g{X`6U|3Wy9mCSeGQ*!DvaL*t!IVMC4`b51U{av!_t%75$p zMG$p}(%wy$i6HXQK~l~Zx%=ThicIS=cN&O9OqVbOMRbOsNZ8lmdLZ(0ah$P8 zp%vsQEh5$3riGhQr)NudL%OlMDFG4bhJ1u$KB^wB9j^k8;731)?lB?c_9zoi-Q+kb zJ8dFFq<}{fNL3NZQ;&L7?%$-<4+u8d&m=Ty5h-UmbvDh_ld*Gwv@TzmL>g}P--m5I z`?v8Nh)9YbC8U3fNdKMMxEdl-#5W01I3l$iNIj2Vqcrgh3~Z$e2}d-rc@b%sH+A~W z^o-jYz}PIO#SKXbgKQzg=7X_?=Ih*o~Q? ze89&CFvYHFN$RCUq+1s4ajs@-1{Om^if=9fRW~B>F7NcAbI%|mb!aW2RvnR&FP=r+ z2RSw;AR-kRN_f?ZNXI;Mam_Bsn{gGEx{%Hiq~KE5ekwNKrN(v(AtIHVNhmdoNVeO~ z<9ikjH-}CTt(viO`OAMZ4{G@@j41sKBV2!%q@2C{uRVGK+hj^&cs8_&%3cXWuuVdo zuuZ1VUsw$L*t$)At3@KAzI>5w<|?>e7Zes81CfXbNjY0&UhX**sXM;wQ4qNsCt(PR zOr3=yHlwC51(BO4r=Adr1TW-^T=Sq#1*|`1`7;oay(B4Ti|jEwh9aHb_1z94Q7ICJ zpoobViu6r6WDg?V=WL#fL;@D`MZU^Ve}^|~v7{M@lqXBd*&<0B52A>_-92>>`Epyr z5EPMFgd!bfRkUE)tnJ=Gd0%C+C=HP1n;49xjyPPTvKoIRa`7Ufo~<%p`v9u++4r-t zsf_rag2G$lmEJ8UAc8K10qC++Up@!6?y(sGpG7Wt%Vnj-q@F{lIB~U0g%7mtk8FY@ zkdsCv)W&%?_54Cvpj>&yrjVQDL?`M9r*p@rE${Zm-Fu)nAY zZ0LXL5J=&)p%dc zM5Zg-t#RVkOLYhu`1exIUHcWTl+cABRW~#7E->uTI)BT*SeXM?4=Ek%NnooEP34A} zXdGB@*SG&)V88JlcPbsSB!JaQO)^1iaP8YO;9U`{eMf8vrr_Flb2&EQGk@dy5T#{D z5SW_fCKLBNMX)D)nc$)nSGgw?u4L>94}NRly7$)03=cYsa3Sj1d&2KX>ie)`*Iq7% zc9}MZfC#or`bunK^M=h=u+|^I13i_N8>t%?ysEtN!z4msLOgfxLLJIEl7p*Gs>AD31p~0 zN2&DFYNgybpu}zMBDo%dLT;S*tf?dBmNXxK5i(Sd2!c{ohH7R>sl6Paq6xug%w7T~ zEkjw{q5QtKi}(qs>+w=hq~wLNw%Fipmrecv8EU~P0`*TB%B^->XUI@a=Lw{6hB~%D z7q6|&3VqB_^R5yg(GcflC>8(r2$^Er>^97k@Kh#*Y$cgy)VtZ2FKyWi8LGp50#d^a zwYH?TI%FubCj^Y2p_Kb%V4`?$ws0d%w<|9RfRqds`iZ)45~$E&Ibd5mGFGUn!rJ%W8OD-DLU8T# z--c`7LgSL_kfGYt?kd65EJM943X6a};n*10MA14LAIjJhG&QN)&{h>A6Je}7I}r8k zJwbluCTtg-*&&!Mr%Wdxg6(1-itQp(`tv=wG}IZKCvu6}#c*loMY*)m{*K4@dKeM) zY?n17DVH$yT|J?XUvwcLf-Ze`q05lfJ$8Z1p*w~R4^-}NTca2*V~$g|y`R`8G@Ldv&qinm*vtrkH>Ty68ut%Z6-UIdC~9uWBxG35;d9oSI9yIBY6f2xH7r zm8fUC#BSS+V@!AP&L!Z|u_*x&bZHoiE_$AG-h#`gsISvSF6D6y7nwc3aBt9c{fWn~ z>K-BL*)AuZ1ft6WuYupeW&IffBIr^Uhc0gxWDbT!z5o7`y$@E7vC#ceGt^Qa>efSp zL;A6he$BqIHg&+E>WQ}-THvd75*rEVgdLT;Rkep83!nS_?Sf(&&viJ(-Kp$zo& zu)}Vxs?`I6&&=xtPFjXKH=R0?dc9iiXh6x`mVzQB2l!DL>gvTlGay5a${S z|KbT5Dk+;l3TG(ATCZ43+ntfblbw-O_iMCb%s)3O?@3x-s$ZR$WS3_1h85eN@i{v zu6?TYn*M;b&#@`N6kPjE_G1$o*FO^i8S0M?fvH)Bidd!g4)%mw+MTD1*3plL7<)pV z8g>6Y^<{@)FkzhA67}poLA%vjY?n2ov)VzsD0d_vg6)!f2-`(|UA7{)Tz{ptMdXrq zl;N^(;2&Hrk5BsS3ND`SiF&rn;Z4;3rrc)icyNjSPCx`*ZXQLKP+Oyx;PT~ld6LK_ z>mmPEaY0T+c&L_OQZW%X+8m*mfU55OiTox&Z8-a^VJ^>MQ2|a@@SAJyIfrYTtjp2 z+|e?UK>bthNHMp^WBU&5C6L0oW5|#;*a3Nd%|5^o*N7)Tq9M-99XH>U3X)G&A4D$-vJxufth0psV6fLuA8ZuRHCZ4J|H(oF&& zC3mPlT!$pBl7-rkJ2u}XNY%|9ybJ8yZ*mjJ9XbyQY}L6#`#SaZxA_7SO~@Ug*#xj! zxkG0Z^%C*K-ych0?JIaiFa_7XymQ!uTguK4hTJiyh``h=cj#n#T!1~neRgcIXdS(L zp0Otc{-W;Z2Pkyh0b~7-FHz6l6I|_A;{N75X~J=67oDX9M6g`~&SSfD>S_D}T=W80 zXvSCW38yYGTy8Zl!zs67*#-r08NG$5XS-}(vIJe!HQG-Hmu}$%M9^i%C3KN*@$3V* zT=$%5C34w+jp4Gj50yK@E=A*)$36UrdbW#cBkFnWfP|o9;8M7pfC#$SUPG7G2a7Yo z#r(%8cah7k8w?lMZPZW2wL0-$8~Q~~X|$xC?J_Ml0Q=>1a?mw!soj`>2)dZvK$kKVx8^fTGuGHwx3&vq#&rCjz#xHJJ5@8twU&_yQ=T?(4N zSPhH%flHm&9yAo31q0e^kSTUX`w6M0>wImO(8eV z{|*mEN*$xaiy=ep$|fjPWhgfVDiMTqY~%yM=T#nola`^JBVXZ_ncUVK04UFQQc$F% zXFckrEw>F2{_y0g#fRKFClHDF&sRnm~ryXGD;yo1u6YxNk|FC6J-YIuqEcGgSZb z7P!DH$yu%i8A`P$0jySr%C&!keHyO57vGo`m5*)9XmQZ8TpGdFCGG1emL*)CE3i?CnR+s?BC z7nzm>M9?Mc5xO{8C>(}sOYQ@i~6IWn2tv)`(Q10#b;=~>Lt-&_PP+4CIQgt&F?*dCy ze>R5<)uMvHR-K_*bf!MBOUR5K1sUqT{2s{yQ>_f8U#}GV^vf8Vudw!Asz)#d*S^8I z*o0|;i$+3*GEyfnHOo-0g+@DIPZ*}!%SN=0-h9Q_6MX!sdpGN+m?XfS@VXgM&)yUE zbzY3^ax*C<7uw}>8v-KOE+Mb5U4BGqPXd<%fh~MQE*IV~T=u@Nz{#KUs5$e()B!#&Z(zrpIa;PUM)0TFbud5OQ4@Z>#?fOC@kI*h)YIT}(cs%dTVR=fk4DXm6X$W0e`|&wnoBMcvDBrn|AD zv$L<4qw_*5kinJ#Fo2xPvs~2tg9aP<>>n`%nQ9s$GB*lfb5s8>f=j zIh@5R8@){+Lz!P7C{<;s+IrMol^&0cn?vx4PbP5EGL+_!Y`n4(RnvWdnsHkSij;i+ zMjcU`wzpdf8R}9df%>NmmD08#0y5OJYyv5qp~i04$7>tl?SX%azI{o6L_?gHp>(HG zKZcxFCs+;U$*DpnglwharwKUcHQ)3uh72|Q0|BXFhLWFgVgO{QR^JF1KSMpYqz+Tt zKBxC@m~IIb1VBoLT5W#P`nF#*iGFUGSt4h1h(o7wR~m| zyv~7&2`?Z+C8-g>YGo+@MC$bWdZV^}gtf1%3BeRx`+iev-_AzwTSJCgr$b(BBou`jW3RO`%p6%ig=Y=k64Yp2% zerZ}xKm=V1E6_!^Z|F#HskQ6uB9TksvReFa=oODq_n}TH=br(W*nLDj+eO}Y2D(hB zt+NbV;*JmyVHcT!aPW3|!iR>i5bp4FU3j8$j6GRZOIq$|nNPiFGttj42@*qxg#<|; zcX*{x&xcBlhh74TNdTKdZZ?hds2{%1IvkP;xubLqL8&TtTv|xoi3pupw-$tj)f)($ zwA|5n?PJ`KALzPk18UATDJW91ln`24HoSprhS z+_BEK;xpt9ze@y+pF8ZF%y8-OcAOIi(=GJ|0g#eARxYPrjxb%{>;dGCKX(XHb#n*r z0{5I<`y6sdRwjY1I(Ho0MSbi4bXQ|t$Q{$N31GEy$5eks92l4VyJckC7I3F&JYE~{2h_d9m$ z+?@n2%e{$uw#&5Z)IEZn9dU`!$Nqic#iG?yYPgLroq@ zp#CXCh1vO*K!)mPPauUe)b9RNzDs;!fYbHK6apj~;=ByCqAT?#*xot~FTgwrb7exv zR`C&`m7|2la8wp^wGSuY> z)bBQFOsYE#);@>r1XFPB>sk-jzDH|Z>OqET9YJ7fmZ37_y^>&0_!Qu$FIq>V!Wer( z{%~qf=u!H@9LD<7V4|MAC+t2%?QgTU80?02S+$LT2)0WU)h>gEttthViT5YkiCnfu zFkHsUP|qe7-}9aiE``sDdbUeW(j1(({^KWWgUgo!0wUe()jyG=xwt2&l@z~x*t0TFZwY=|y9)7Bk;e%X9dFJ9zQ z9?Ni%$$y7?Pu{5G>EIHaMAWlg{8XtiHp<@u-zg7IAs~V-{%YuA7khRexP%7Q$r8DI z+|O_sIfD9LYkX|vXK)$4m8fUC^h$QXehJ(@_8jz!^DY7+=;Eo4F4r6`9)Jv`(7-)8 zp)x~lI3zVg6>p;+5{+9_+Y8dq#U=zvAVaOyrQW^0l6pe{C_Q!A6msL7w=e-m%gxu} ziIAbj>JyZzGSrhIDnt1y@2h~|Gsc*}Ny|`gep1hL=8lQh1(b}b6cj0WbR~7hc+ST# zf5=eHEC|#;WvHvBlNUgS@~|e5!WnAeN+axmTP?~oV2F<&Mu0>^oR^_iA5TR{QOrRX zfT)gPLdaHn;Z6Mv-ottZV<1DVnnXZqn4uN~H8=qoO525i@iWw|J)Sj9it;>2qhN`!fz|<^5`OW%M2zx^9HP(+s z>u6p)V^3(|pNC_8UT~-5FxK~MBkI|E!iGHRe#erqRrn44x!nXruw7gL;6|zgdhoIsC$pHa4ngz$WWu@hf2EcpE6YUwZ{ICp;px;kir@2eh!tPCU$YbM-%td2#{!q z^D@+u@)Q*Oc|)%e%#*fFnGmv-7B6gykP%zEy@U)kT9<&-FhjLg94H4F>ZU#c<7cQf z*BmfWq_>iHhUwkb*Jo;g9PZieDrV4Ij02O&dU>PKL!&QM7< z?s%OIwBC$>4E1R+0jySrvQMQ>!m!w=H5}Hygi!=jaP2Fk*1k(|GU||_8c!fFHOo*v zojL}?p3wiN+iKA|y8kj`Pw-ZwGSv8sGCg6e_o?kJsb}vAgFL6;o{-nqdNQ=jJ{1BY z*e?1yxF>x6I(#s=eBNevLgcb5nc<@MYp-{z0)5L$WW1T%_O5iI777^Kz(O- zM&4`;4DmB{36N-r^D@+Uqw6TxWz6Eu04Zt2gpjQiWuuIcb5F+afefXjO+adxp&q_Z zyAB!3MVEl_Gt{Qnb1+f#{&gGA!yarv0HkCnGqX}8jjA(34KkFuF+r+shT>h|m4k;{ zLWb(qoxoO|p~kMF&YbM_G+YNV)R5i;uv!@^c{26dfVuheA+YxC>`yQS*FGzKT>Gv> zC)q%T${0dmYL=l^ek#M?;aIB})J?RGmSiyYgl2V$aF~WHZiDY(tEmz7>^-67b1HWf zZQFz2<|s8KAcE~uVu0;(qSnSXu)p2eG}}?+lKYt9vbjz!x}5cYI}+w?SOihecF|l$ z-G@>RnK=gfxc^=PBIuH9gf1_3bi58OkrQp!i(E3Z87})@<)e%C+J>3n(r6k{&vuDc za>5MNXVOS~AL@l00TFb`?0_!eYx2s#rE!?yS&_@l7Yvu=MCyz>=SLogz{O@CQO|Zs ztf2a3qRTn_-J1JH2#BD|O=EO9f8qlkjIw!=;puagxg+AW)ZFoUAoa5HzRO!qKw_A` zf*=XxjvranJ2nUE|LzYI&2?-Fx!D}-ABm%-VTa;)$Q{o^2ufACBkDVqJ7(m0O@XlB z6H4Hu<&NUVcks$oMrj=flwXt-6e(#p*%VRb)3?|`?%2PdK>bthsA$u?4&)BqqXbeo zcTBxO<&Ilpr;dXmo}NH}L_?gHI}}o`q2P;9Z$*H#zrci$t+eA6^}b1F;PzLLI|{B6 zkQ(NW%R}9QAa~fM5-@)5=q6A74C3Kn`{oeyZ>AFfDY;|ZDe41?vNc8{A$MdxB1qNE z9lQ%{G^6`d$Q{Pd2yE54BhrcbVJxHOvht8S4D$$JwQ|Qw1L_U6fV$oBJUOek1XFPB zi|B-FUrF0Vbs%@V`$S-BmOC_j8lQnZVW{noMA15W;lFj1_a1hp2DQH(O#Ol9mUfs( z)U)@5uK9MjzukFYj`s)#xeyS+cDX>c%jYTI@HY}JIcMdGT#gkmTnb95za4kh?Xwo< zZIB01&vpsfMD5kj@7nH!+%a(x0TFaL)&=``TK|kO&@U4Po@;o%a(|0`%W!FbpL+fk z+0XL@xJ20z^=y~21Ju2n*6I`Rx6Ia0As~V-vE9(cEB8h_aEWz`G#9yqeqgvb_NTr* z&i7f;3S1^GAnMsJc0Sazye1bkc0j*G1P~BGmrzr5Iek3*F}fr#ogs1w{=#r+sYBf# zeBq-!5nST#67_7CezmCQUqf$C%mx?zM+8LBCAbH=38vGI8HLXLzGGP|Pl{Ddfg^=H&{c$j?4C5Hgf%GC`>- zL;0+s*6i<>p5S}f_tOZRv<#I{k9xQGynRG>$WUP!Qc$Gipk++~ z)bt^WIB^w}X8(Z+REp>nJ>b|Wnz~$s(0wU-#$r4?RdbMl;E+?WF zX|KCY~lBf-biG&}C7(_y}0k z!WRMQ@HTEfz!a+LsyhBz-nd3L*u zf|lO{@%+|)sZ0pjN^0kFF+;hY_J0T&YE?P`sbPltvUlHh$WSY@2pB&@x#&^91ajeN z+x9Ts5^@QElngccl?qPWmf@EyAw$(GAV}5CP`nE?7-8KFGSs(s1h(o7^*&+~W+>zL zHWiSe{7MO6wKCK$bu%0oE1un)32WcQUj$Qd?Hkn}o3NgnVl-r^N3sVcYhTSWRJV?n zGht8o;8Ut8T1S)DG4=$rY1BP}!p9qxVZv-%Le#VO1chtVI}yPaE%Eoij8_v7!FK6C z0NZ73zxVi?S#AaQtwb(~8yGGzgI;3y$PIbk2VBy=67_7C9nYyVl@`S7-G@HD^_zeQ zx|j__mk^!Hn$RzEUmbN9xx{Z~xXeqY-f7LeqWTzIKEEgG*)AhTQs1)8@@N(bE?2)3 z5J8vrgV5#MslZ3za$v@$og$a0?F^Tph19*9;1_f8yigY(qMq$?wh49SMA6-W-N40j zF#!>D(HVj+&aOxBox6+8y;4LjTX!;CI`qxKF{YeQdld9bjsa26b}=1I&6oV-?k~aR zac2S|=%PLhU0N^ei+>nv$UTj_RGFa;hfB>+jdiK}P`PRY9z*(3s85gtGSt93)VE$g zM$cRVl=_-%3b}E*jh%xnY!vgeEo7*HEeJ|g8Opvsm7z|yxKSH|PXm1dCoMy5-JgnA z)>5%}IiQj{NkNg4eg*e29hAPfS_By?vIl|srwrBa)}w=vp}tuXNZ||>r`8cQKfYg$ z$H*QWM1Vv?oR^{QB_$!GqGK2y2swEq6GFDqrKPdhN;xacrb34LV^2V8n4#k0!ahNU z(w|De_!%nxL(y=D0M&TBh*#4eU3ne((oWi)y+`63slcp`xY`( z&v^v4>J0U>5B1w8H@fFGhYa=Gp8!@XLmj)?2M31HuBI^#-7k`FLjS#N!JKx*b|Ib5%ugn!9IUHj&=79 zEc;exgD~7MJ`!~87>7@R35aN)s_1O^F`f~fC#!|jYXHGe}WufQBVDIW!RO$|)ORx;C;VK%ybe%TOcgU&OXL?eGhKn|sZ0CWLII*nXF=m6py4E`$s< za2x@tVTN*=thNF&)G7x8#?MfS{dQo6I#1C;WPW=N!G=u2$DeV=zfHH{$({SwgKdhzzb{&x!FwJw;4zN%%Z#`$Q>5R1f{Cn z@r=$Lv$ne=Kv?*Gi@-_C9ovI$;Fan9(0Bx>nEO&tq-45Z14KRhs(c)Bhj$i%`lsCS zFu2V$$Q{|w38ZlDF#1X5j*;~%ykLm0&L=>kA|*2py#goDFB&R!i12m^yBwy zoG0NoN|r$G==z0#)G&A4K6cm}a>w2u1dN|M)H5P*7an(~Q)ifN-DSVi)6K)jagKw_ ze?NNTGtW`H2X&TQ*4xanFmLq^5%p}B@~bZB((w15P2e*46af)* z330+cR=YAz4_qFkT(=dutW0INjD1VJ^ErRE$scgJd7r3fyJ!_rd-YNa)!E>ZmrXzf zT~@lF%avdE7J`fVXL(Z;jK716-wdLj?V@szatRHUsRJ(da|wu` z%Ytd>;?c!E1YCagT)ki9Qj*SanKGJkaq0Iu6kPJHiF&rnj^5OB$v;ol;cp@ajUXU` zE^}s}OBbczc(~lDmib}HmGdPjLu!U{D5F03>ef6V9nz1FK0y-5P#Kogw_cHKEyTEHLd3^TffC2_akQnD<$1rTuEV_d|wiHG_cEFhe~xNHK#9mEcam z_!(-hb1Y`4Uia(ug$&hs9s!VY@5Ztp^#Sn7B_8=uwF zvcRQQ1OX9rv73V~OZ1;xgG;TbygwqBn>h@Z@{82-FOxBeHn0Z0I6&01T_(v=dv&dz zj*r1*X958cbg^+qmkw9g;`1-RRo9HJSMJppav3f^J5%qe8J=IL1TJ4fhUKi5O`x697 zAVbwRrE>qVupza9GT=O$LT;SRv^L=)8$8G$8!}YcRf1AghUzqs%24}FLq@YO2fu_`Niez`$mjf9p`#FL7rwnyuUQ8)usJJ%-QaD3h zUrA-ClA|s0H$_gqCqSYh&dX3bSI%NDzUI`Lif%@IrH&=!ng$&i8Edi`nhAL|{5eG)Ieuen_E3G5J z6kPk7cw-Z$-#ldi8EQ*+0#maLwQ$CkEwCr(U28v1w2sCWGWLX(zSOe`$IN*AHYf28 zQP18JW_F;Sf1Nxahu=4+KO`W6?b6x@+vRLwX-9Bz*;;pn$R)Id;ZpWA9lOV2YGf?T z+gedXJ=>+78FjxSLF@5#*xxMT35cLe<9X=vqv)9|xC}BWIU;fi{>X4y?LlSR2cfew zz$LO5QO|afv!q z41SE?7^amH^=y|v9@Mv=vjZkuL%+mV5D-C^Qa^P0x_A2#Skx;nc77vvDU+I^t_M=j z@_O&u-3roAPzpg3$WZsrQQvxv+4uyX<@w%WQ^<{TtjP?V#kCccrb32_$RsFLWvG5( zRE8SMt zhh@_tL-~Iokir?tW*?QI%F1m_Vd?4mjR1*;I4?t)ji)lyh~A2LAY|L$ObFRZXST;< zD`kD(w;nQ7WbH1J0baulWuIj{6f#sd6#~Z3P~j_%V}^QnN^>Dhx8v#rKw5_Kp$=F% zYEa<;8EQ>af>hlM#k;`TN(p$D<1ZZoTXlwdjJEOpE?js!L`rFAJ@LIZO?c>hWglrz|<^5X>=Pp0QQ7Qz6A<5EBA!LUyMB=hW_n} z)lW0<+|u6xL_K>?NVcZFp&vcv1b%luZ!G~4Y?s2t*e*M?6Yw{)%x2u^EON>D!*Gdk zqw=8Qr~Ckz{6l<*dbZ2i3)KCNjtkm$fj<7}M?eH!a+adY{P(klL%;NoiJKyFNnat) z|Asz&3bj|?U%VR6X&4bt)U#d2S$W_Zr13IA4P1^U5D-C^!T@y1X|$&pT$(Lfvrgoa zyoTX&D3I!xO|i3HLBEV&Mbxuh8WmCJ0p#@gg1?{a5<)-(U0y9i7eBwDX5bR6I{mcB zB{7KMlHfq~%bB(#@mZcsbE2N@5|u&y&5`!-2rf(&)HDS`T@4E6eccoWD_a(V<(I73Chr!v&Ho;&f= z93KM$BpTwp4E1tyB5swnOPYqkoDVi(LdaH1$vA_p}F+XDAuDGH70g#fRX4EssiJQIH?IdKVk;4g6bu$$20v)pV-G}>7 zZes{+)fvk8&m}Z&a$v(0$WWe>2w=4`RBZT692m1NX@tSrm*q?_h1R}+0&4A>xS-oK z$WRAn6PTK1sJLbim%*MewU+v6(K;Hxk+CNf4xrwL>YjME7{(}_cudzA-5o#BiM=Nk>6)hMQ4lXHf-(QMcqP8$xUOQ6f-TW!?*$ys$<`ea7mj@-( zZ`($^)4=Cn2bU5ML6`KE=;GwohsuMqGE{C=?r&RnFkD72qu%XuT^)8ETy*CV^=y{| zqp5G`6}x!egYl}rlz<4j+**Y$D{iqiC-cPTcOXv2!7JELcjA zs+&7_7bv^F{%FV@E!Gg&s&mJ?=oBpHJ``2()U?cA^RyuZ%5Ugx;&!!E2J^{xcG_PkDQS#Bdhyv;Syl!bAq(zvt(^y&UdW4y8(Y!|MDau zqAU@PIK~~9_MHsl@@m2%SAiwRhr_b0jQKBHS%J-OV2PMP+Vfc=*k?wGht9acxcDp} zA)+k7`;o;t#umTBQ5v@*T3|`L#9_JQ$2^yG3!9+_EKQ%1_I#FRotgj8>%6kt1}x2A zk`PfAeLira)H2-7|3C}B_Bh;<(z`DJhiVW@BE=o5X9vci0zKb*z!dj= zNP>hZF5ytu8!`^1waMKMLS`j%LufBGjSj$Gn&%j!4-R$gB?*zyp$;zi(FGhTCWC}Y zI@AWeI5Z0LX`?5=a;wZI0a6@l%#hKzaCNu#?F9~%_=P0Z)S)CU@Li8y2f(3nN=R(= z4%K$VBP8ziXujKeal0dtQ)yMu8Cu&nz=+Vfdl+c9TV z7JWKn4J=d3NQfxQse?GisSy)S0gKDA) z%rm1yGaBHz8&fk9BFf@&2w9eBZ?yxKTU+0{3oM84a9E~iFweg_gucZBvtu7=&u1~x zX2zx8rcUlKF8vOX5K$J#!^m>V(!B&W^-(8|ZGT*~UNY`Vbtu=fj6%hyJI0|lyEYmPDZ737DYS6rRvg7mHthD%ao|uofh46mhqBXS9BR}MWBi!f?Q0}X znnT(7-oYzdG;WX$I8@t6DNz(M(2+g({>Lr_97^jBiTWppdUNZ|32>-g@g!2*p*+_x z4i&T{_cJWl#!pC)FvTSts_;}8_EnN%pFI%bn#v8Ky%f@>RNi}sSi3|KR zq^AWqRIOhmwt9!EpP7Qh_hvfygF}_ex&7T>YUEH|=Ip>R{XK2>4A}cVD3DCiz3(ft z_YLVe-x3@uQia6G=1_I>M=yn%kf=SxUD!t*?r~~@-HpeHls6(8-|ss^m$c{Cgi#92 zy&Iiw^E{znRE)c#F3lWBdp^st zq0I9y>*2rfKZdFCW7TD%^Me8?cyblJ^F1BX(1$xoq$bE=gE?noVv&sYc!<&{BFs&gn`V+O76e|C6=$SI%1 zNpq+e4Ti5vVZ0hRly#AmC<^&{PBG2^!>sK^;862_k*I%isL8bo7lK2ztbOP2Y!G*- z>30~1a)0j2e3z{O2@O4sF0P+OIY8x$n69Um7qhCYU)rD z7kJu1Q41WZb3YPWy+bMNN=IU&;9Ei9P;rAuV2vEA{#@p>i&s3`;=7V>jU<_3d!PLo zX74+>d514J)Qs^YMmC4?>38Ee)C5EAb0)$*8vl}06Q;jq&fPers?LVF9?*xh=huYs zfh%yX>w3q2hMI6<00|N67r6z;u_iodeDNT#SgY8t6Ii0&a9HfeFy}yfw(NZtST?sL z?fESAdo%Y4lI}*u0?R}#5+cfCc>-BBlxepHmYq#KM&z+Dm|%3^jBSzKmX|AvjwSU3OS(<<*cULe&w&h}>x_ztyu z@)(R^(?F6W;vJzz%zw-cluFM+O5|{U3N1F?@0r7miMhY7fOpg$OH!)yj)n&r@3?-j zR~g7cs2Pcq<{eStF<48Ry&t+6qMpu>5=9{+_b_)QULPyB1@G8sMWX)6J9-^@GYh<9 zkqwCy_YR|vjCV}fv%NV?asO2$NSNXh-f_AQ;~m!xpXfkHoGmwm_ENX2$+%8xo3!!= z?>J*mLS*!g+H0Sffp@IkPr@X+h#;(^5Jb>lVk!-Exs`_SM#9?`Hjd{*; z@KK8dU}^42+VffV)n~ptx}p5id|(OnAt9nH#vaIWGxotuV9D@|pCGUl7jsxPuV);p z?W?!3z%uR{8A3f(aFrS zyqq|#GGHkhL)!CMh88VDmbp#5gMnq=6cQrJqUVV$d$dOmhE4rf+UPYYRdcMUOsYfm zG+mjZqYEu5p8GT-6YzAs}CI8@|Ul2V;R zIe9S-rQ|UN4^IdDByrLl>gia8V`Vw=oZ`%+Dpwg zF?YD0PkBBU9IC7>36asEW}eKf4Gy)uGYOM)sGS?$p;4svwyg!rZKMtfkm69!ysUBI z#?Jk?81CIH)FVkXbts7o+?ivu4IJvI5s9tdp%%vFA@QOY<{!YJ#tb8YHF7B3bSIqo zMz<>Pe@+HtNT%4{XJ5+feT&{+a0Z9^I+?`C=1>Ne5%@00W@@)L3;XEna!yTf_>q7} zPqdxUp?SvPYZ-n%igvQHLRVjVav z*Vz9Bb#PC@k23aJMcVUO^h_9*e(nv%!nka*BO#(JTK^$SVaL7RFfPN*tt$kU2uBXf zd0*z<&FuFF9>Taxu_W#JERGq>J++`D*Jr?Du!w|+vS^+|mhOI2@ZH|4UX1AWtjat5 zojEK?bspdxdwO{Jb71M5P1^HWjAEJh$9HgRV*@NMg(O6jrP+C8(Oo!212*;OwX2(_ zRzJ00&2ejh+WL|N+kAWL$&B6>%? z@h<`dmh#gamZ4G1*)E^K>#~8R<#f`X&k}HiId{{tYXP41SDZ^iL|G~rmiNyJ7r`7W zITi6zVEKBM!%~^W+_$y8saOCkR(_;CpCx4ia~|sXuj8{}ju}Lg5K)#=UmO<`WqU8! z)cZVr75%)*p)UL<)uGHom}hyNPgT|e`#F|Ql0+P8NCD$e-#c||0VzYW`6;w;s;I8P zO?FUj;Yo0)Hy=n!bq+Nyg;%9V(!~4KJ)Y#+25Q2s zZ3QodeKhAhrzR98Gry}lr!HI!bN$X<(w<)vcH}Z=mnSwll?ydtuL}tg>le9iOuxwY zU4ic^?(`_J-ixZ5kmk!_$tX|6jj7M{j*h_Mmqyz2Su_tZXP1v(whITAR~aNkl;xuz zj&ZF_r=c(|nqPzZ2rP-0IV{ajFlRo`4z_3mEU(H)dp?V$Df7ScpzwfUz%sV()xQ@Z z%JTjavRED4i|-+_*?eq{z;gQvheiD?GskM3Z#n^34(}oD`7GV^nCD-K<-JD&OWr{e zBFd6+8Clf#c&ovFzRNMO5hEJ?%RRine!g`kNg@t)?;0~_ zcih;v6H;<|@>6Kx4EwYbS8+_eM0}@`sXj@m&Y_g@8MIO_izE;q-GL-dnnT^Z#W<8k zuJaOzdNWK)6ovf!r7c4CU8RQ(B|nBl{gXqP+VB4c4rMioM2b69%YKYQX&SU22vdCT zbP^;?aS4aYY{58G)Pp(U5Hj788$x?2!;X2D_w8(87&uhLLJ}gQLnSE2?gWQgyMlyC zI+S;(?~GAI*2n*{)wd%7QXI-~nH?_NZsl6t!J(|Tk))bBl*9#=rT(W44(04XVykzk z9e!mAq^P_jNi#GR5{j`$}f-GYNW>4i44gB#DvD zp_EoF^M{&{t2|`Cu#a90=hTE24H@rf9d3FG=6XO2(w<)v9>y~c)z#Y70QzNldlDkn zFLKWUaB2m2f3+4^=AYFJ6<9nXIV?dw%)1SSejR=eSRVP4_I#EWO_=k(Cad=D2bNo* zBt(?uaUimMu#ZRp7Jui;41wkFEe=cCIp(=!L}~#3FE9Q$Y0qad?z$R($JJMTv;bIg zJV}TsOZ*jNX<~QgB(T(S%usq+RjVEDa#$=!Kfz_==>HSFG!01$8h!`(bF}C7r+?&UXdgb?^v>zsmobS z@7qC&Z5BU;78^^K#n{8yrGqWt-i=8_rUUxx_+L zn1LlyqA29V*L4u`!9o99aPMYZ1&R76?@&wqlM3DuRnP42Y!LSj<-Uw}d^qzRZ-Hwl zlOSP=OL&KEY6t>e+q|f2Aazkh@ZFReYYreGcq$u!?U9CunjNakg?c*Qtj*0C_ zn51`Tg#E%Q{HM#P<*?jbyO01W-toQec3ikU2Ix71cih(@Nj3Eji3_}b$1MoFqnDdJJ-VNED7o74BpXi012#-cPuqJi4((Rcatr!kEaeJnWB4Nz*W4oZ_3>^fp<(B zO=4v84nu{#tDz<+-&a%?_R-S+?V}RsuuDyuXGS|!&f)vg>m-x*{F?Cg0P{biNqsHq zK)-xVCn2K!62UF`+dyFX_>jZ0XeRT&bMr<4lVIHr+D_W@SsYVraorl5 zFSP|0m3<^clqD<}$M}*?)JkAU8WyuaV99vQVaYRR&S9_oqp}cK?o1%<`79$|FwZ47 z>^_d~aXHyq7Vl7GF?qM8A#Cd7P4@)7s&c4nFQq!vEjQ){N70?{c!Ju?oFs`j zl;srWoN~)esfOTCZ)WjRXyI(y+8Sqzb@cty;7|_pNlJANHNKQVn>ftrAUIURB_vLo zLn-ZK9I9KG$w`QMxJpVCg={^FaVYnZ9elu{f^13DKRMK;A5({cLxpT3k>U=OGlOxc zYs2&E!`2h#K!SuRF5ysH(;0`lHD~B@2sw0s8$x?&^+U#?j+|BR1P*0!goMcGPz9RJ zoWY^u-AS0FLpA9jhs*6@g=!`&w-hfDAjP3FCNLk7uzo*wA2`%wACgp4hmyF!v`rz7 z;7}_9NNn{Em1bKPiSs7T8V3%Q8$tqW$H7Q!af?6&Z!A|H!){bOqOTPfVnm%O73lzic_@S9AuJ<@uyNpXIXxQ>&Fy zOz>TfYF|l+D2sbIj`6npXYiXMUo=gdzOJfo-dP-$!SYP4_6#n_1eWz(NP9j@(0=AT zl>WC{`2DYDy-A2D%aI6VDRGMI26HT8U^iod#r-{pC0>cScVjZym~Eu#c=XBO#(Jdv731ul35WU{l|Etzg=lsyXKJQK~~N&SOL)aHE?N*pJ># zk|g3#etwK&Y|@M#11X_#{1jR^k1JZ@CfmrP;xahYqePM-vqQ~z5^4+LqyLP=Npq+U z^BKMZ7lQzZYVt}-6oq{EyBImeJ4S}6qj%)rF)D+WqzQHSe=_vjRBOqq-mdPH-6=YH(2V z``}P#lu4MRL#ZySgUfBxi{Yzbxy?~00a6^w?==sQJkxv-Dgf9BML-Ls+*$$S6qQ83pxT9WqsnlSGW^Q}&^ z5V;1>FB*$Uh-kmqGyU?p&*4?T5}4Y|U0^9L;;`Jbd4wzjANGj?7XNJ0p3jnbin(|5 zy2qyoU>Wm;gov_ij>0i^7+YomEbXj*-4$5!e{fj#USZy;^f7gH8nE~+C++zxvHHyS zVDmi=mH^9!4J1UAWqmZVSg2ce0hTrIGrkBcuYYk^bleyp+|#^XF0icoM%wdP#sx9Y z@#{cEL`%OYbSytXemI0qeDgeuD!@C-9tGpxW4~OMd1#{L|<4}eousDt)?fERr zRx_SHJ@)|K&)z(Vgov`(+(MT19S7clP2IK8?mq%ceuY$r^6AVtlzCB$2Vg(LHA#|) zLp5m0oFP)!ukr&@o_6G?(86hzz5n8)|Kw23hm05k4)tmri4=FJkU5M) z9ok{53{!m5bP^;?aS4Y?zRoz*9{pf^CtQoU+z{GJTUtkBFUhaic>^43%OVmYqeB%0 zkFf@a8nA+dNjg-=5P4i~@}q|*!*Y9TO9G@g)a!iagHvl8#l8oJQru3GYU)rD7r4CL z^XA}C9(ze_^$vBgl_C=NT(|x!IMmUDB(O#fW#ry|+-4Dvyy&(Y@~)v-d@w zTpa)orGJ{l$mUR2Le&OCP1tw4jpnUuLl;3i=;iD z#r!67f3UK^A_Z8ou8mT7m8J?*T(;&qV2GQAmdAL>b+FI$1-XFJlK z&tlM>IlH{^{EwT!^1BNO5oMWl7g^2@Gae5t_jle*5Lk}6a##k2FrIGuW5g$5Y3WSb z^H~a-GVh1#>D?UPOZoCB2@z!(6N@Y#N3G3(P5pVxi{~?{)_%JH?2G zVXDV3v>z>!B;rtp{g`KYx0}AK4Jog?@>6KxjE|a)o9ybrG55fsZuTZA)j8CeN(SxL zsK7TMJ{S9wIB5=5dphG#tw;Vk2T|t-ONpY8SEBylj+wQ;*E?{i_>m;)pB&0`r=bow z)aY>}Qrw}I&SD&D>bM?iFvZKKkRV}-OE^@IXvU#@=9=Mualg;xhR|Lb7<&VIDf7Qi z9l)V{tVoEA4rLs;XdgJ#4;vCD=}YF*$2%kAhI5+KE)I_onZ&)Vd$`4l+R z`;8>2rVb@>fg$Uxr-DOuv?sCEJCxiq6(qLZvNH`FN_!s(tdTrY_u&mkeAEQ9YMi}`=Xw}It+-L)MutLocV4-U%+_We+e z*A8n9EQ1=8_I#EcALg0S!`A0LfMs_J5+cfCa35J7E5uI)mLDo+69twWFAj@QU*`E& zW`|Swj8&^8Y0qalGoHD3)9i+q9I$+7M?yqdbmNibtyLDjhiI65&giVFaXIZR)jNj1 zVT$v_Q4V{-7$!F%Nh01+cPLYreROZtgOu&9_$jp5*!Qu*jpayyNp=5-Eds z=$|>20?RdRBnc9xc=g^fE#O@*2=N=o4WYdx;T>KM3w6Oe8kmz18NI_^XE(kNd&4Xe zCg~l^$O}#_n0<|w#cLVRZwvNPB z?;Wv`s(78DaYg7IQ?`)68hJ+#eSciupUZUd|6k*GlT5L_&tCZfUfSLFo3?;=)?fEq!)Q!1Ea5TX26x4)Z z6A~iUFLFJYelh*~i=# zuyhztLPS|QKg2P1=y?~<$2X`{_7zxe`*T zN4LZqz;dPu2@z#!`UqJLJo^v>oBEQRO<%LC9O_4yREJvio^hyNw^q#t`&s^pB#Ahb z+&spibPpz8f|SX{{1jR^&5Y;aCR=v5aUeLb?&sj3Nwqc|)*t~2kYe0zUEH(-gJN80mQ);TdOL+aO60+v=wNQfv){U^xM zci9*mm)$lc(*zcW+Z>jC8qEEURX4iM1eVk5Nqas^X*BbnsWodo@qE1JRuUr0QacG* zv~D=ghjGdK^KzHKQhJxeawUqXt@AZ5r2~s*!}P!H`7Ac}j6-coFiVGVQBflyqAcYM zOZl|5(}3mW)ti9=%g6g1mT4E6aS4)JR2x{vN0at^mP0$3ap}H9XA!V;yGKGqSxTPb zxb#oxeit_N{>~A{bF0?NlLt~A>eN2Qq0VjTyd3Pu_c%!saVRVHd$8tPzbitDgC{?Q z7S2w=b8wTL-Kk}BaHuvHNQ%r3<G8MLk)3=U-zEG3FUN;uSv9V35& zL(RWIqW;OD_Dwix01l-bLn38xD5rL3@O=Oa?~@>5idXMY-?t5H1ncDdBW?)oB?*Um z6yC`j94hS@36asE>a^aQ2o4qSiiAlz)VLHiTy9h4l?-6HspgOXDGp_#!F;q+U#WR} zaH#bkNK#E5O5y^|i;5eAL-i;kvDG_Nx@8L_Ue$F~1UOVcDG98RL-lyaJQy8bR(1mR zzRhyi|881hd!PN{WW2PDb;{^aQxr&yY!3DORPi0C31jO;1q%CUMgpfMe0O60Lm#JQ z9|v>&btBTAUlRgfGc_TmaX5a<%%cSf5$hMZuS~zpmb>f-EGx4AOBYz4J>jr~He< z4$D5@N64~hfYMhOmy}neJ)h-HPv%`$6B-TO1uS23NQfv)+H+*tHTTL?*wnpN)*qBt zHOKs3OLeF(Gj)*a{?1S}u%D2PBuT`fHs{>Ll=9x2{2^tdJwJsOPObHmFeNYihcY;n ziX%yp*`X9P+m?d(Sh$clnH*}Sb*%5~g_d4i%xg1pmMK;R-i|_L77{)y}Et3l4QRjD*POP{E^$ zpMgUyjV57|4z)w0IWD)QzN;)?xwVNS0a6?)Z!z;x>gIiCYJo#3C6J_=I+Vl(+N}KV zB{&3(ZM;K8ryp z^Z&1w4L{)fus6*iA)+jaX*kBOEDAk=C9MVjIl}tmU?=mJ)gxm zjk%|`E_tI0jLZ80Bt(?u-b-W&`n7u(uo!ld%Mw`Z3pp&`E17fHEk}gy1(yGvQ2*PW z&!WAS`Igztgs$l6-wjEKD9i11WO=0i`6#et)y-DUukw!K&m0!pSmrm!0N)jBfu%@= zwCA(vCNOjCXN65HjLVB=Bt(?u#w%pWGtU|do4QtuDcJ(c?k`duYG*CRp%g6|`+@x| zZ%>j$9IC*8x!<_*#I_fZqS%F>LJQ}0%|*B)4Z9YB&+-=OkQA96O0Hgn8;Fm)K8cgb zq1s=In*~wl2TF;ekP;5nxWheks97UO)IT{?$*WIWz@fs%kVqLEYWxms{F#tFi3AB# zyn2VaIG~RltP`W@+z{GJ5)Kt_G5;$#)VDb#L`H{t&}N++IMmDqBuvtwwph2q<<|L8 z{%lxo9?M986o=Y+jrmyklEqeaz@d`YkffSAl*9#IZc?@w9ID?&5?j4P<;b-~;)N3& zQo*6(x0ApcIaKlTNL=2{_RDL+-WRrqWQy&5_A$)fSN?m?J8&pT0ZmThDg%_~QEF$gsEGMQg4z+93ZF~>W?lKZ0%5w27 zvb-qL#Q(B2?Ct3)u*6nySkx~v=b`4WJ%#@);)oTaZW@yu%<&t_dvHiET)bFvY9)j`L0L<3qF~9l0U2 zmn6I+x5v!2;2od3kq{ZZV_A6qWblp@T@ohg9Y-#=#^p9mdj@_waEK8Jkm4Ni9I$>%?0n!9!~;m#F9Gj(JA=f?<{cFS?k|N}eQ@X^S79HG*rgzO4mokn9UZ>s)&iChw@HX7%i%0!X}@3hAZgEMNi|_uy7ith0>)*`2ofU7;*f(ZgNhs6gddaJ z9@p!GE{mT+3+K=QrnriS z{H*mA9LlADq{!@0_v*W7g7_$WC2=x2)TJKEParDcr<5oPDdAAjkDq&jL+!03QUByn zCZ=|sz@c`^ulze3WN@gsCpkx8imNG;AYqDE?@$XHIX;4rk80cy+Dj4+rT$_?6L6^6 z8YDzUhZ=OJ+gorb7cCMd=}<}E+u?GHJmee<%k5-05+KE)g2yo*grA_@?+iGUb{~>d zQ-_kcK&?4emEcg53`uPD4)xHh6B6GHP*@5Mwa1tQ*2tkYzF=NfHs$c~da(DonvzV> zy-zb2FU{heb`Chyn~ToN1(vTTIV@V88HXx6AMz5`?fPq^ zJ)gx=kvZSdLrK*OSRA5Ah$zd(_c+EGy$#+1%PN(%?gC5B84k7V}Ye- zd(xiIvdEtKzhuOX+~dGQlcoNghO2@QJ4)5we>lP`X`54{h<6cIMmwLBvJ;4+O=SBDopWl zStLl9;?+Bp)`eeY5MqiR zg4d~cRrd)v)T$;VutpB$d4hSto_2$$jbQJ4-il<3?tKrKz3<%`+kW6sW80G$*&M3l zayR_Xl-BC+Uxa=1wjZY^MDAejLuL1zf$t$|w~4gp*Mxgk%=-XNIL|1CeyOl0A)@^< z?*k55H`T&8sBdb?&on+))r4yS9F`ZunRgYhSurjE*6rliq&=TSYc%uj9+#aBR{+bB z91Lu+}3eP_rbu@ z!jgoDvY38G7P~-LGCEXerLDctp}vwZNr!r}TN{^Kp^AYTEVr;y5+KE) z8ol?!q$^P`OTnQ`DoIjJ9ZKQ?E5=!j0f!na-}>)60}1~}9pWfE8; zhfh%j|t?Ef)HNLoH}SVq|kD_pc@eP!mF5|2!+~qYlxW znlM|Ac}I+%=kEouV4U(vdwxwgGn=W^?H?Atf_^#kjf9By%djsvWSb+~V|}YEc$FZq zl-}mBR4iehfAu!{h|ls47nAmUmV15-OCQZK4S}U^ISCPE8Tb`hnvVAw4&$O+5%cr^ z>su^`?%O>FSYn^|KLBFfUQ2w6gwe)0yE=-3M# zzE;)hjCc;qJ1d5z`=F!8f#vdJ(w@&!w*&M1t8HQ5^;? ze-?vxY}O|!GJA(%vxfLCM~eX@PA2bIzvYN4ct_WvQlcoNgm>I;sILazA#X~e{>eK` zi!z(Sy_+@@NTdwjv3&ELV=%>so0A}6idXL)%7^QGfslSPxgoTdB)lWhUbPK)$E|rJ zL`LrzJy^awc*l4f5+>;#ZxXuUa$BFO@(Grk_bL(~#XFkm24Iqknc8IVj`R&Asixi` zae+D$i|}2JW44mm>b+y&(O!6+`MMtG!8OH(!=lYM+vD@EWG9j-y7zVX zj+Yi2cRCupW8x7KBb#@0m|%VmYQjprH64U~^x6ORQHggs4v1s^cWya4E(hlNwZWu4 zzb2RrVCviCvc>pqrkN%rM6_SJG5umWc6480as4)OqQDZL#9>MQ!TfeKu(oppmLZj- zJ)hhDE}vUDuQF?P8Sodhgv0=jJxSfZYBSjHV-?h(uwo1qCT zf#IY*pXK;hrdD^dI(`sX^lp(5QI0ZU)sP|Uw5mcIAGZyPC`Ukn*2l-+laPvVN;I@*dG6_%Avg8Np-05$&5qQ z+K?d!_7i-aB#AhbS`2eMph@4ue;~y#hMz(UXXhu(Iqbmj8{yzk<_}1U%np?oI5!N$ z=SmWZlgXhRjr*%Z)QuNXq9~+Vw>Oe{d+<3KAltLusWnUIh*nTW`nT)gtLo z$!a>d+|I7@JPpguL4^cJaj2B-L73ERq=p(eR5NvwR8xnNxWL!NM^C`L8{O6^z!; zh_cB4LY7*F`xXI9#^RUVzE{;Z`+N?|w;{}VsC-icYuJPOttIXGEDD>L@6bEwkA4s1 zGG;Rg5oMA4jVvj%?%DuLy9SZd1eW4L4vX6d#-X~$raT9hRxL<-KFg*Rj6*%U;*bg~ zT|1HxQI_8fi@&-3LST8b#cP+qlK+Lna>QDI7yM&p;9~PYy|O9IZNVXa;RD}LhOn~N zyW9}kOA-$C<-wOn;815Dk`NgkD#dl27C2O9G6|D(sOPi#;Br%WdZ!YWo82oCAjP46 zJq*F5P`NMoU$#kEB&ntjC2@hfGQ&TBL-`hv*yflgaib!CM9I9m9 zb9}u0x={HO?0wq5NT%rCx2+s6Ex>xcJUG-@xg&q~KG_`VfWrv<4#)ma8+Hl%=Ki2n=>kh^ z8HZ)nEapG-$2D)ChH;r#*YIz9KFi5X%z59VU)wZ=aq&?mA)+i<709yM(=`ED`h>QU z|4~(|BPuy8)*8&WUgkeNiT`WSzD3&eS*|6{$9p$H!!Ps%mYDk_M3m)qC9+IeT7+lH z-#`A-M_}>aU0?FPtx8xbZUOh|ys&|B+3}LJ=dnG~YawfY zml8!GB^;_;$5Is>YR4}U^-m7vTIZq~IFyrItG}~B28U{ME)tLYxyX|sVTxDpP(}Ov zf?=I3Q{sluUXpOAqTMb|;81#MBt%Ass?2&b0vyV{B?*&ssK@8^aO)^&cwjp$x329; zfE0&n&>|d@dhD>0gZogL+9au_4kdAcD}L@bbhOTqleqT{Aeo|jpBuCHO)#@n0*5jjMq*@hsKRN-@ptvhkny_0KI*lP zQxm3EGPl-NH}9bVbN%K`(w<)v9QQNN@}{~?(|~@7zE46#`z4?0m#!l(c7|Hr?qe@Y zf#ui%4ojU0%z5A2E`3h{OHm1F&u8i7!`$z1EsMf$+g_|7A)+h`Yhis`b9WBDr+nPo zMot2Y;~@@<>UriJ($Vj~P6n3K`J_FcrA`s^Ztv4}4l7|?6pKiRC`%T@l3adN2R4sQ z^7>nTR@LfMSE;pn?1>(@fc!>Zz7JJ)zA8x)snr{1#A1re2LpWabg>0Lg>KO2$1vw^ ziaWXBGouadNQ%t0dep&#AyBK$v`L&ywc4V4-4+n#pd%%ULQ2%?StT~1P^+``Nz^~p zYTw2tC!kg@7)T;zsMYa{ZSZlm=P(jf!&;r@)erx_YA~7`LVHP~R&)7DJ`ifP%X$)6qgwsh=q+v%ZKwHJBM{({u2AtBE-Ys4kK%i&a;2{b#863JNzON5`t+Vk3bL9qMsl+vI`-(VtfZ(UKi$LK*FA8$ zT;ZIT=6`FqgonRYG}!dF)>x^zlA>3j`$RYYfIz?h0~##b(H#KaPh?%R_zO_kYcN9b z{FT3eR!YW7%3i(!6Wo2>rU!XW{Xe4e{|pG-dYy(^|3&PaJIxoe~(CJ|Am8!W^o+IQmKQI4sk^O!G3O@v)uir`g(F}P$slXA5e_RYjMx&FYr}y z<|swWcn)Zy)JjP;$a8uSZ~9g5cE;)N6cV@{R$}=c4kKF3A`Cf36I`e5_=p{E>CcxMak29TZSSEkwgg=nsQQ=mBhB?mE6 zYNMn+HPF-3Z))Z6yLkiz`v?7h5_pGWU2@?~+rOks*Ij-nZt86E|2>ko%P$S1cKNVD z-2z};H|)h#v-kNg-rI4XKQr?6a2SvL{v4v(;}I3o>H}DqkL@M4sKxJ971@-9ZG-wR zz~bB_u9|HzbMsELI1t!w09ecq;1I$VG6VO7-C6)bd8 zxoWn>`bqJ404E=v_zo7O=Q)J1MR$ZmzS#c^Et<~|TgdS(mL*UYDs~Syg2je*Ts7Mw zT${2myq%y679XrRgs?>@TByygR|*ydqgIG5>hLW#Zlx?nU!86V79TyhYPLn%Ps*Z` zxpFjE*!pq^VG9a!eRbnhu()u3pV*=<-y(fEWs&;0Fdi(_v$$%uMaw7Dd7<08=O(b2 zb)Q2BTcqP$jC!rE4i=Yxo)=rl^DS=B=f$wz_v?ej-Z~flU(L4gQQUKj z$Y74mxAoc!7ERpB#TJTu3!7n-#igDnrh>%~AFi5h5iyRk@R-;q11$WeaR^}xb+kyj z5hV*2%~Mn-iT*NB;#<7+q%4Zea(077oiwhRZSg9U`s-%U#-^EQafL$&TNt2)&xohE zN0~e~7F#IuEo2=iiyNo+hk%9oTdtaIG5tDqUbx@NX#^J0pE!iDMSHYJZhh(m%!O6w z?qUlSzQvLHltsO<9>>ALtru6#wov{+B@mq(=1O3(e*lLNw&;!)vD(I8!J^;HQDO^K zzQyO8mRQ}v#0vK)oiMJNZ4ugxvbfjsc{x~&jp7i(7K8CPY%Y&i1B)%E1H~33oZVf6I*ETEru+kEV`W<9t;*+71RD- z&9*Ssq%1b?`tl7d)ar8xVT(w#P}=Vl0v3<_a>d7?$+tM$nX)*!d)*DNXg!OoW?O`} zp)B5Xay|wYze72Muth9d+_~iS5-dJ%|0uSo&$n1Ll(x{5lLw2`gIqP+;<`O`c5m;T zZ4DOkDI7xBVgp*ldS;@9X|9r&sCR4eExa327W-$u#IBe6oU3MA_;;g1^$?lD60o@T znnMU%#G^%|d)gnEi#A%##TE_t79|B1SpB+}qdLq*Qd6#)Z4q*jvPjw5Vj5VqYRMsl zE%xDYj31v-4=jqkyNWHe`4*E#Q5G%sAL|DeD+0M{w#BjpYDF12PI(U&86g}(*dhrn z@)e?QgGE;62(g6@-y(7!W#OFjAq_0Na=2=?MYE@rMbg(~{JZA9*f8ba=9)eeL9$9b*VT*LMI5((G23UM` zjS^cl;#+j;MOmD1^oRkALQk%mZE;MQnv3tP6X(E+8X3SLge|V3h3cb_M6d`uxWA4as@0pE8Z7dG~rte-b`7% zc@TOREUs&E)ohCq11O8OUZbaig+^lzA#9P47R?^+Q3Q+n{oac$^!OH2I#U+$wU+M$ ziK+a zo*v+;*%kxdZ$^vRr(@H=Liren5Vk1A znr-3Vm|9W)Z3lC~BC3Q#2wQwZi?!$0rh!F-hK<<5fNxvtk&bI*%oa+ zQ*$xeFs&b0>@emK!WJ@kGwS${qkX~RoYzpXg(2T!<8aDieDk{AU|}?kt7cm$U*3c( z>W<%b1F&d4n?nd&$f1Sj^0n4rVZYB;Y+=N=uvexmMlD$_2Nu3ZxoWnB*O-lH(ZAV5 zbFkQRibDunD4<2l#tVLfMMBXcu|+e!h3>ufxE>X^c+UZgpi-`yZE^5;99j%$=DY|j zdVl8-!WJr&MNqvpVBy_to7kc`-@-eQvS_Ctk_i?Q+H%!w3%%3p&|>b}&D+3Yg%yVo zwopflVaD!yVBzk3Qf$$JZ_#}=WpVHIvaVn;Xf#*Nws@Ve0WEx=LB9kGQm-=dcmWzp_^F7^xU^ISFC!qRR%TF51hlLHICOb#Jz(GV>;o3p`*GE53#VagaV|P#A8rU1rOq5e*unrU9KFpKfyKDZ zdSZ*#d<)lFl*Rh}Pv3#Xirri_+v2y*YP7i2*mWsb*d%fYVTi-8IY|#oWdZ}pYf<^zIJp?KDAXRB3>LEuIE1i;HCnh|cN`8DD|@DhE!y!d>Z(%~T~+%Y28+4_ zxoWmWulLbt@#nzgk6`g)7>5wHutf{`GlgBj;!f;Mu|<2nh0j$}Tv0hckK-Pdy@{)4 zTWD`tiWZi$*LDPp$-6j&utj&YFkBbh5iFvPz7kuQ^DTY{QWkq3Tik@XXnBUKW?SqE zh(e2*?mb_C#oY`JA#BkbEv`=tz$c5|%gIg__3jRQ3%9pza4ur%J{|%V&T3pW+rsxr zBw8%~G5sJ|#A|a1VGDb-&~Pxh1aoo7QCDnX!MBi)r7Uztx5@#F1Q)KFZE>gT60}J1 z?1xWK9CYIl!WIM3!t7eDY_LeZU?H}!;p2bzOEy}_cqs8>pV0;4c z%6$$YY%v%uIjlI$SH=yTr}0?s@WE1UBc0#@wB^mr#R1u zLkL?8Lkq>AxDjB{YWyUzMJK++qZrB}@6x@kU@>V5SIxFKx+e@R&Q02N0M3h@(>a8& z#YnW6KGC};SZJPKAhxjLTWEVy7P37I{lVf>CRfe2=$kShEzIY)R{)EEdmKX8VhmcG zHj1zSi*0&wVhd}&MT@$WMU%4UcqQkHF;~sDaNa>#=mz`AfW?(|975P)JX)xS6yi?n z5^_{*(V1`2_DX9!FUEq=$&!nrt^XEF~gETTDtu*F2Q2v=;i1Lk7U z&Ff+d8@|PIRmx()@ChZZ_nq*%tCMgK#c38Eb3?3o}CwA#CA`7IqI3r^8&dnEhL9VavCe zb(FGj4d~nrR+MWvSIxG_`Rs=lQQ*dhom26pIl8Z1m(n~N>%_!djPx5O27 zf6eWAU{PYhRkJO+9r8j8?Q=(7fyI4W4k2tY3oW`Nru&1%p85U77Tx$3&8AWok1ZD- z0t?MZu9|J3xXJ@9l8j|Xf`v&ehY+@yix#GJm*P{wt?qk>ExPk97P(Ls-#1*m2Noqy zxoWmW%4B!6ShYUqDp*`9;t;|Xp=gn$-~1TNMO5#3VhhGwc8kJ{aYg+Z9EsNkZ3lDJ zY>UC8D2pZgpHVByl|u+yEJO>ZZs+hRueICOi7k5a=i<;{%HqT4ZuoZ8k$qe>+ah`L z7@P~+;g@7#E;5ohgs?>fS{!q0wjbtV%Y(yWi(Y(-k;hx$Tx@r{QwS?+eF0a^wy<^@ zjTSv^r`mzVnYSE5*kUnSTxp((&-|CQye78j&9|88OIcWaEWs-|Ejw`4YzwntE@5LZBZS3%> zTKP^6A#AY}EpBUiF9(b4vY%p$zI=-=nay!UtxVnf16Gu31y{|sFu3nXSzO7@g1I$$in{=8f1;u-Nl~LkL@} zLW?iOr||EKFJs-s7XA4aMTV3`ouCixz(UrCt7coAnA8I;#$?H*fJK);4k2u@1})-B zX4HZe)h;bWY%zduapS?zGi;c>rVhd-!MYFk- zMZk9_?A=z{Ts7NbzdL22w&O!MScDmH2w{s|XtDdnUVO@{-h@74i=ljr*G`m$PC-IL zn2RM-xN5dVsh=^fs1X;&g@A=k5Qh-9*n<}4`}@SgT;!h`C$<>Ix5#>+k1J|Q@M3&E zN+yG=W?M9fG(-#EpM&x5i=8((gs{avwD4xS=C4fuvnUPKy2Z{w^$QPSsb`@WCd90=W*3+3-f?R zXwfyu`5sv4KIag^7Kv!F0k~aY>|W(#@F5?gGKzVCt{0He2eDh)Le|%um-Pi798TL*%qU^YT;aTxclF` z@8tJUIv(c`!WKu-V&e%VRj`=T;H%iem2c4@iJFUi2Q%EGV)VIcwuOSf23jQFKJp7J z=Ci<4+^Q@syJKVWe(ldEQ1Tve)z7As7Pa4rn)aR_0HGiWjQ zS#Td%QBRA5#TIUSi|0QYXuq zwwS=Th*zO3PCrXL11l;@@xuSB*%taszoNzLkA-+8Csu<)2wP;JMS50;17Oi$luvbj?=U1{S|Aa@A~$7P_TqaiQ28pDePu!6Ae#uA)Ud^8<6?8+)1Qo!5$b zcRAx@Ud0E0;r2BLzd(^a>ixch$i{Axa<<4J#bYS4&|Bp&h(tI@7{VeU z_$j~7H*dLuNZ{c2B;{-oxx~7-vR))_4+Rm|i4umO zNa$%4vG1Kc3Pfa|-e~@~^0TJ58Q(W?cDjTjcB5?7K}5bpQqC4>y0`&~IDf8a1tKlK zNEm`5GCxqHyZ-f)@a510ryHm}sT5hMA?*XLOJ$eg0%>$V$`ke-jmr{{z!zHAFFuLm zvc9|&AKl)2lL;Ze(y5~BZwqJ3VynlNc7M+~(Fb^~A4nioeWNw`Y#4f(?U`^AKJ)1R zOhS|Pk=E8)X()GZ=a1n)>h(&PL>gX?Z-|CnUf!4hU&P!|Dk1&TXId{F(>Vv<6P@`@ zLKOZ^t4--t94$+mUL9d!kC)NrmXl~<^FGv?H|GkD)9dj+e*(izk;NcKNONUc7gz&x zTu0xx{ksOPp4jQEcwAG$sNtttqsGP7ZvU6H_VaBw#kNf(EdIAzKZK6KQ!M57z1nb! znYEDAOZiyqxsYb~E!{oa<|_65dmw=wQ+F$xno2;`{aP#U@cdH}ox1;}w$dqItEkaY zLaoNWVmg zQ5!T{!q_8*f{+Id1wh`@`8H~^Pc*`Bf6|R(VL=jf_$yt(e_V(Xp zcrD!iBOhHThcOu!CSeGUN%tl=CL;n*q=LvB*TB&tk&}$?u1uP<7eyXe4^9M;3NJ}H zTV#@QHf|Y;uB8t_q-~IdAt*wBXL`}^6+1xW;UVW`B9R2fhcb>#quzsWrLo{Xh(w%} zl(R+Nsg#s**+0f)nU< z-aBAC10l&akkx#z;7#h0RMA##kN2Ri=QmYx<0^GtI~LK1e{`Jb0zgsl0`z=Vmwz>(hMvi zS!{`rfU27;c!zh|Bz6}hi?PuXYSqc2*%L!N%8fzGJ3z7sUM=BOD_NxPbn6N^af8Wr zec0;iZ;~Jdx4MQ=cwoD%t{jDA@p!w0QnO^S)oI!n*!~kL>YW$unrj#z@Ti+cy{Xv5 zTxJ`ra4mUtuAII72l?sX_P-?H#~T0j={6aKK6_8 zqJK>D5ESv+{~mw1&c(k?p?nSc4zV39~E z@*9~DvOPw8-iLp9PrOig z2_ll_b_t}ah;*m^SM(}s+BgG(jr~3eOjhWWeR z7ePc?dt5^Lr--CIGw=jNr0BB}qLhf_`w2(ur18@Iu&~Q7N;sm0&5KAHrK4~WEC|w# z0mj};7K0q2-f@}uV?7Rfoo7NsT6agns9{73w(Qj%B2r|YgvF0Yj)n$!iWMFobPGX;8wRU3lFTDs_I&ZNLum|O3flt;Ey9iwBMC!rOwu3XnAm+* zUH~F*S{R=ciQHhk;`^c<_5A#wj0yoGtRvhiV*-pXEM+NZT$FhM>s!Hz*Qd zY4`&~It3~fi$u~H?_@qG=z}wI>uBN>5Q&;6DQAnUn@C-=xOr>VC=jthMdfJiEjCrZYUD3-^3q8%5F-^*&^Oy<+zD=&zI{2BDWq$7=j|V z<@&|Ty5PY7j z$y_Fc>?&%qS=e_EetoMB$>Lmu1X5M9cm5~6UjaG6Gp*1i*`F2llBNRV(u z3!9fLx^AKt!AYOTLxJIPjKv^F$US*9CX4y^^UW2)G%30UO#X;B#Uq7B`kij zIJ$Ef?iHEcOJ>3;mUT^1FC|$d+kHfk<>HG*kSx+~NkG+27QDl|q`P+rBnz(`3AO5E zvHLZ3iKuqN?Vll8ls}R1s+BAZp66h)D0#kdENpdpMG~aoR@X!kx4McQOG_bH^nWLz z)GS%NdNwxF{cE#f8(UY*)S$O z*Gm|JV-l}|W74@D_35patSUP}6tz1btTO`Ng8;Y!((D4k2 ze0wHg2#R!Xf+DTQE!qnrXNOKdEE0)eygs87VT2-YGUB&_$gy#fa<<56i$WARpEVOB zlB1V|At<8W97Wzg(>Vv*-iLjv$6iz>i@f2|l7;nEP0Y|Hhuu!Y<%Yh;Bp`ug5p_@( z$E7s9Vn0CAPBS57SJ~Q|`inlYQ*baO3)Kt>q^e{wqLmhUB{prC0C~XfhJ+?9S@^Ek zM!Cx;zRv~H_4~pk((t;DHTF&0_g(>zEZXHuNdJ^9_Sdpkgk*8%wS*{~EFS1kPcd07 zx|9bCJM^Q3BU;$JWU=!}101K%ZGY|rhU0e@gB+pkBMvx11(UPCL9$pZtHv$s8YTSzWAq0@AB$O4@lqsG!gx6;Vkp(eN=udSQPlh`l5)0) z?U)=CiEH*E7bZ7#w}c@ml4OCCo7S$46^Oi4D{N3$*~ju3Z4NQ|HFh8sdyRnX#%K zh^W*~;mX+})?==t$jCV>@j4k75y|-j6GFDfKOF|(rHRNE0S6!=HTxogR27k? zD(IqDD~*?1A=p?{NNCa`(mn<1jjRd!a;t!pRl7eo)HI1SJg58&1HjumR}>*4MJY*0 z{}hq*&)9}_0Ziq&KEWR%QqFJ*rDhT7=(JUiu>ITrI5$_cYo77p zZ~qxCnz+I>uO{O&wL9g~xN`RPU$B;X(r{Xg>^T^dTB;I;;Fy#;C-XAQC!B!VnZmcSRAU53SmO$ibtL zk3}N8rtwAkchtcdnUtx13`C00Ny^zGa^=*FEWa{xB8X&Nl`sTFVke-;=pvd^iC^9!@)dSe} z6qh`adsQj&Yo@ehk>N=7lmT@o2S6y0TO|PrBnx>rd7R)Y+XC>1KO;6WA!JussG^C_ zQ?AL5oCV3E-5v>~s${XmUJrX^Ut^sXkOzh)N@#Q*@C}$gy{D3btfq{SocXa@D3_Pw zU=Jka|r*f(cCjmKwdi_c0(|CB7&$eETwvdFn4Aqpo8*R4%)v`*Upm;-0% zyetVvw6J-};@$T@$k6b2`VEW|_gM^bgdSd5hUs#aP5eSg7Pe0%j2b432FljGAz5@N zlCb#6B0(z^TW#;J`-|Ze8}UI>FC|%+4zR~_b)0L0DqMUS{zU?+ZnEGV-kdK};viY% zR7j{*CySoLBuK%nt~3CLuVb^5 zpCDNb){#(ZmMogh+F%LW|H{-fP0_9yJ)6J%FI}yMJHe^5J_BHdH@ze&XK()s?x%1} z{*=8}hB5KZk}w3vqY$qvai{!36 zk0S0FUwebdcpC{rP(&sKMJ^R@>;xz2$8FJpB9Zb?S-y!|&-!Q**=@ZCw6C3qiF&rm z^igT3q7dMG!%9Z{?^SW;D8;xl1VqrKI22v(?i^PaTpnEv+97f&j$pX-cuXy?^Gm3Y z?YP_|>e(*$exF8{DLVEQ;PN|%fC#$WjzAX|N2874QfxNruE^zaB*Ue347I{OZVUed z^HR`-sAs!$*m@FO>?*z|gG*dr0wU;gG7?>s3yT{<1Fw_c@KAAOR$3kLZ3z#5t!U`lRI;x4xyf$W zJq!{$U1ZhZbQ|YE0Hg$`f}7M|Yh?p-Tlf2WD5oy|+@u&jnIKg+Iq?qgSn^NJ9)Gbi z`!5_+d^L^0Rvn!zdX=H^2buguz5fDxjcU75ap-IUSgq_d-g*S?eX35H&0+5|4I`L> zd!KF;?tRgp)b>E29u-AkYL=cl9?)G0J>lmX&s@E?ix?j zvwK2snd3Mv*Cvf}gK_cMM?eI}B|aL*C2Vc0pWyPeu)o6V%ASxB%W&~&KwV3JSQfbu zT;3E5zfC#!o#-fYyz4j*Hl9burTI6za4Z|g56ZHq~cBe)- zFXQeL^=udQ0hCL5LHbf~IroHs2)ayNgDxi9{CvP=YqLh)BA0{>441g})Rl;}S}FK* z&D!mVdbW%4?4vj@t6m>l3oh|i1Vqqf#MHo}-Ai-*6dTw_}|O3fX+no!Mo z>C)%LkQgSNCP)IgBg>!qIG6fs?INHkUSw0qW}~fYjx9ODHcA6>N83z-QdRDlPIu8Q zN9QU+SlDrgz)8y;=C3|sFWp|dSyMor%9Da3C9Rg!LdnU^I}Cx`(X@a-{ZsBZ+&S$X zD4qVShPh+b z=dodsI~vF=ku2~U=8ksVIy8jb;VVzT__-r~^*ijs=5A39;B>2{P5`9jj&sB3;fWiu zz_UH%4u5TeRNdUcJHQ5wC+R`%2+^a-HokE>_V5L~vZXZ^m&ciCE$bE_-^}Y!$hziD$Tk zdCQ>7A+MGAlK}REiF&rn=4aFw6sCG<7J`fSC;}qr(kdQZeyTLn1(%({MmI$+k-Hc! z^9!g?UOqiifb-I0AyLnEIhK)v>-E(0Jtg3xyNrMcx~T6$mmmFXBEaSGC)M8~mtT7s zE*t7lf72HXjWL7$H1ju6&vseYED2oPFn6buJR61XO|bf1k~9-Qc$F%Z2cW5S?|}% zI*>cU6gEnx?w@kUO@l6>kUI{j6G-9QaiFw0YObyKeGM$}%MA&TXo>T3$J@Y{2=Se+ zWd)E;222P!N*4V`;wY^)+WH%Ehf^y8Qp4PFWcIv=kUL7+6EJ@6`0~0oo^Hc?XyFTF z-E0Vel-x1%?J^|27&PKOSxcLGzh-0^FMD*i31GW$*K zlFEIw^uK-7P)T1&j=XVv=pB_i*828u3u}G*LZY7C6Eeb6u_pwoDo=rNabHS61ji+x z8kg{$`?0?rJ9f)L6z8O5hTzd_q#scKOiqFuEjKIIRE|-3A0i z&?V^@x;!5m`2<`v^Ws*ETyC6TxODFS8|TG)!RJJ92`(b)*)HpMQ!Yg*o{PXGs+52T zx@_mFIr?8L1g+#cC=;g^jdZ3+ZRMJ3$i2P|d8r<2<`sj>Jz2 z9`$BZ$i~_D(%a7PGI-RG?5>cZ>;ni&RT*kV33VmHQhwV32tG-{1WsCpQVlLfzg~Nf zMFOg9juaFr*+TH?G6)qHtALTVpcc@!W|HZURNDE$go!cm&{PW=I7sN#46Qo{^YW)#01GE~Ao z0>;l!7Zf${bn9@erv;pDT1N zz|<^5Z8cps4|>ADUBj=5_R-`tMo;)9R~xT)WW4=-4c7X?M53PE6K=Lnz+OG0$F3w8 zmt)5Xh~T(*r{TC1xBGPlT-G13{VsCZcah<8z=rxe*gW+qKC5DuLe#Teik2TjmyP?M z9R-(}X9)TC{#&+21x_VYtjxqpo*6dzg$H*#ak`p6!z7K+TKt zkwJKmbK3|4BIsg$1zkekN9KUbz$c2ML@u${87{AH()Yg-H+6$GHolmsXS>YaL0!9v z>oxv5%*&Nh0wU;Qa2;KeeA?WDjnMRjhtr43dAXA%HFr#TNuB2f+UbT zvfZhl->~hz=@n33U13wmX5%IkgnzJ`43aT}+;Q+GL8&Ttoc%;yiFoa(77Ss*`96V@ zmOJFm7h*46sK0AFpcJ1-L6MT}C;MPWz17O-0pt$7mjvpca);T<#1)V`j=dw0!nvbo zwlQi39xWIPOFXok0Ew13FL$V4e~geLMlp5(8TFG1AxCL;Of-&?!G%5rkUQjRO_VI~ z8s?6vrh#&hJ7y^mFn;d1)w(I3Zg0c2k~^+U+k>P*!y7Gz+%dTUL8@-< z;2q%AjG{G=JAO4LuvO=dQ^{@dICI-ubcEc|$%p_}D|h7A&%~be`dgL*?0v0T6HLLq zZ$}m$nnGcUHRO)X?FmfHaz_L8t@ofOEO-|0CfY|MZZUd-s~z>XXn%(+d{=VYYoear z6Flx8#Bpgc=f?sVm!qEuh~T&=+`@6uh}fq9F81G-tPr_;yUTES)0*nluU*`|;Jp1K z7b&S{yO_vRF8$u(sn>?Ulnk_&|%O zXS=LCO}WI~h*Ja?Pdx%6=#ra*E}9Sf%m$a2$zwl=T=E|>Tz*3WY={!CZm zW}=?$;h&d64K9~bp%NuLuubD!+FkD(!C3m=&fuD**LXZjKK^wb)b1) z$WWQP2})HNN@FQ?C1S3A-F*;zCMFO#X&GwPzUSz-Zq|oQfVy!^3W}8U%b=bp$Axi#vaX(={QJ0Ew13FGGEKn~M1!Sn$hXkaC87eRN&u++2Mg;_npP|hg#e5xf}U6 z1VBoLns<`A7``M?vpHm_pi+WV-3-M$KsAq~7m%SYd?m0|XQ-bBwrIRkZ+uV4P^y0j zV6`&T$S%}JSvKj`X%G8&Slup?O-pd^%b@nY<&T2jLWY{6N?>Z1p~jCIhu1sO*F0$P zv9c#zEnxJ7NsXvp-S|7*rNqWO@acM$5Lo~p&>vM2<){v-YyNn2>GSq-$&d0#T+lYV&x{QB=F58k~ zvcV63~+4JqJ59AK5o@@%) zY@#yS;G?iJ8x_xi+~L@tpj4GRzRjYpMBIAnfY1959zx)x<&MawPjK!lE_)?F?pQoh z3W}6$KW;sCRPAHA>5w~=#}lZ3${lj`Ytx#P(O z2RzOJ8%A}8++n?y09Gq^?CbRs_rB(CJMr(w1-l8R;NDmK0S~Qb#Amu)dctepI(W}0Vwh%aSnH8yL_NDFj8r^=x^$y)m)B_#Ln|2O?#1OZcAPMA-f^KiH z*G#(>5CoJ_yVw-6*_f4%z})fSlFMMo9l-|)N>#bz?H4L{=q){I31MOCQ359|cQ`0h z_dzl{OqmU+1F2F_q~!dS8?mF#e^FKnxuZCpK>bthFqy8u7jlQ;RRSrTJFfO?jnnwR zXj)fT;)`w(Akh-%B!2yE54Bl6D(JkCeS7a|~c$jDksHkfMVj`l;T-^i_J(9#q3zQYOxQ*iHFB-0O` zXxmw&djWEXqdI}9S?*Xldc{oW2|luyoJIR+@qha$?|EOh2h_f|>dUDzSnIEqhNWdv(;KqM0x*4)qC$;J6f1;}SD?kr%i)IwdR=xjbIPaJjyddN=3#A-x=M*))o% zXS)otpswARYW5xqE+-}s5J8v6wQ!DIydOOR7X`U>M@25TqZlqFiPW=&UHV$$bEUu4 zhP|fa%0w>fR!PlJ7uQo6 zO7BGr{J@juK!PNYp`7MXdr8Er0p5_I8VqAo$j0gNITIV_n8r`=p3%0^1f{AB<5(4HC*l5Ow2TQMN9jwjIgXM_ zU571@p;T5AkQ!zvJ;T*KAVX!u5iov+I(v}%GU|{nJHy~~Yqp&LNXbw}s~%xCsW=rH z4;gCgUV>EJ48=dd(R%8Tp|TDU*s3$s*J%^+I9)eJUxy4;mO=olm7!V{{=uve^ZqCH zq%CI&rr_SEt%!TyizO?DL58}SL11c@p_)5}E`XkpvDUlMm&%@yu$Ivi8pcxJa99x8 z51;QCxQnP~_k=m~sK2YzE=09}o}h4ufC!FDf)b9)ME9-ujhNBRoE$_h@o@~7>(i(` zJkz#W0`zMCjzm4%CFT=#y<^cDHW#8qNhhSb>sdShva#^#5;nF#Q z`cBoIS}pN=H)k6X^=uc{&eV0Nx9uwGg3BL60wU-|{;E^9QJ?iaa4ZfCgo z#(%~Av{A9cU6_{{O^AB7OMne^|7*&&Pln)<*PMU|xY>~{7RcGS&!hT)Jq zg8CAuf65)B0|P!o?wH_2Acb?s$5AGznHisseR-B5opN^5bWDaGscr zWkSeN8fc-5qjX{YD;LNe%{&Q64Rc5K3l$T{9V`3@7(aJ}Uw6YU98uAG9h`3WXAl4> zxnt?0VkEV9H2(#;a`>Wr0$Q|#t5ty3gj&>9M#zRl=$e)TP(3Z*_4`jz<9&7fHfC!GuTumI8-YpH4!Ntz?*E5kz z={|Iy(dx6b~)j&3$x{l7?(ttV|zaWBIq(z3tgt%NO=t|oz-5} z`&QZC3KJMEa?$T`UWOEn`VB72bcuSlOTO)HbeXb!-~@2VXhuK;T_$Ry%MkM$I^eQi z_GUMcOKuXwWswne&uHw1r}*uQ?HWWq+a+>2wZ?`$EYJj(O^peNpv%aH=u)mT_YiD^ z%Wqfo{w}(9lPooN^gB$wjI+z9SRN9C#S?-gkUKOkQ}5walzhXtl^(uiQ^;oX{jLV) z4y_&?(;;_wyeBAC<&NT1>dA}X-7mBtEVTJT;H2e_y!ZEU9d9c-z86qODx{!D$!oWs zU`K7eX}TZej)FSBB~$lLx#QvHC1W9XtW+bA!nxymr#7g$W@^K7I9(@c6ClwN=j9H! zw>J>tb$QnffEYGqLda3-IXeJHsd3XGsgOI&jR{B%bH}VxYqmh{IAun___<@_TVL$L z`#)Xxg43;OCjuZPcdR$2Zo(V%t&PvfZnGsw)y*Be15B(x?hNFP9lZ!_)w!dK>jE@h zxzXq$T<<6xKme;lkJx{t5R!qhSP7aPPC$#l6pYitky-9c7~lOwDqKvvv=> zp5JA-Y(LRHdgH%+ly}dl*oOLh>y_z_Itn7IpLK43SIvNrsEvduk7FRiTXUHxGG8)U#dUMo|6j#mtlap}+YR5D-C^ z?oDuxjSQ8>fXmG7m-dKUlFu+))Ng&nrM5fsQe&7Gze7Yl+vP_4otQi3JeoTaT%1o3 z5J4Bqrs$%wqQeYu`B=U`N93|Eo#B#aPCY|(X6pKb;IcyIfTW)7;&qwIP@&%bgHFbI0ZkhRcM5R37}))x;KD4z3~U*)9X?P}kHH?dNX> zmv@^9h@eXoBXpS*e@YKF^+$~!y%V`)UXq%jM!lx4-R#Raz6CN=!xjWdAVU=$qyC1G z8MSHwP_j+g6tZ!qtzL~8O80c=3&>D`mIS4$4D~93%253#WZ?6@<829?v<&s>ST>%M z0q3H;AVWFzmVzQBvkr_#$@7;(o{DV(8h#8DY4Y~?ux zSmG*U2#{!r^DT%ur{ym~Dg% zr58xR_!;V`3iVSlg&`gAw?g~QAplY`RQhpQJaI$U?_UJhZuA!tr0QlU-T}T1x?czx zDs?%5tvW;5do0EbHSxz)L~))K&KWvJX84RB#7E}km~d*6gD1XFPD%cSfqQ1@^a9L-k-Bsigaf9LVL6!P0w^hh={7^&t0Yp99#p4w9 zOhjm`p*pyv4kI9fE^@}`(#33V3b+JD|MV5Pe7nVPxt8|-|$8chuj~a^0`W^W{;F)ZB3`n`+JmtHNeOVhGto zkOXqawtLjOB^!#m4ggBWqihPZ^u95}0!#SHk{ZsB}_xb2n$Q_Q438ZlD zm~@`X9V74etp%s+!$JZiTH?Ii@#@DlJWu4V<(~ye$M;MKIZB<^$l_8^+^{wua!2e} z0#d`=VHIc~54pqV4*}!n4y$$H*o8MQK4=4{TaaQa`g98ja`$zc_}|9_f_wt}|Nl9G zPcGC$W)HL)214$*rB0Bln>%<1czvuv0OXDajR>$>DI*0A@zZcQ)+_rB3>aPRBgW$jkT9pB9fOwDq~-5%~Qp(psKf7>D2NAn*r zdP4M_7r53p=oNXxT5p&|)U$iSPiHE3jP7(C?@h$rCm@33l247x$G3sAz-9f&r*}mz z*^d}5b2X^Ht2?Bb;OW9YdS5JLr)duFc_Y?vm=#p)QbDa34?Qw9q@GzrR zMP+}x`i$XX5%?76#pUKQ{5>P{w?sYLCBc%q|25~Q?;CLW{+WOXx?F9CE-IsU-UpX; zs}FV%xtw{yaPe2Cp1T>9W6%@UnBz90p6#NbxF4@Wm6cEF2`=aN5)eU`Gv??rf0w~T zaCzjnYJ$im=@r9eU<)ckX+23V0+*;+L_OPOdJ6U2jpFpd_^sl(p#((GCCLI^+A2g% zhD}{|Z!5dsm20fzKNs;Ilgw|#xObyoEP5q#AQjS&%MpSkkfCJ0Q|~hOJRFVB`#Pku zDP-gH4(o;S;j2})HN>hKln=~cU@rFsy28eJoB(lXSs@;i7=#;TfL160Os zDJW91Y0)qIg52+**}EV^)y*SN|CFId8bw$`hWeIIAcZrO?Pycf^wW#-gC#z#m;i~E zI4?ux9K4E<3$Z<30K~bJ2_Z+R*N!+GCHGY_wp4~9AT`WTvLQPgLxz(1L%{eMO2v37 zCJGg+DfpX^$_lON(~X&-zJ8@1{+pS*bv|UMJ{kn6x*3XhfE|9fu!9WMOP9b_ouRf| zT8+ln9Ok`;Yc~ak1h85es@R9R)xNy{OFP)df140Y!M(49+WYLc7}!CEvald9HOo+* zPjBNl&|(Zdy+!-zuD6VyaK01uEaoix5%_+fgDFwZ?g{rtQ}45kJKXmSjEhl60wOpr zyE-xor5raEV$)UAxg!>=p;-?Z{}Np6#+fi|TLQT}Rgjmy>G< zh@i^`D|DG~Ys*D&aq8Rgs>mh!6T_vOE_MIw!r{BG!DZPHqMq&2Xbp8=a&FdU{4KFD zt^`ETCAu@Zyt57Re3GbVyOdp}GSs2+*nTiC z=gt!lL6^`j=n}K}oFC+l)@w!;{i)0y72l-hjxGzR54agQw8Y;PaM((a1aikkYwFu= zePZoaLwXszn@u5`O+-Tn%pFVK+BJaOG2jqEsVa9Q9-?x`yR9l?AS~=iCUDYn$CKmK zyEDJ6+dTkO#c3%hQnF2NC6rvdWK%BWj;0q0)Ia5pg};3(Aa`V4Bap(m<6tV4JGNVP z{sc?B=WPNcTH?Iiv10NS%pEcBN|yj+OAZr4j?y4GHyovlPMTSeI|82&kQ(NWp~kak zLhg9+f`IXJhum@Mr*Y@lN34X??a5mLAmyIX=?x9=#GN#9dRNFDk)H@sb#n*r0F5s6 zafjTo{|AAsI(K}ZLH+RJ&>V$e$Q_GiT_qb#wQ@)LDeB5#h;d>a*!vDD5=_CpZ=Nj< zVR>2!=8i&j0#mcxk)_spJ@ka@-x~cE?W5&C7(KzOlzK)seEB@QH<43IS5nXJ3B$^$ z>m4S`e=dV@d9Ff01ji+)D~^jt=C`rnaKrP z(9ojZn(5~>M;XGx%&i1YTJE?Pb_;uH^CoMW1FCe76ci~r{Mc(tkhHu#U=8GspN9$5 zKjn@gtL(Z%?ua`{Acb?sDq}O$y!*AoMc8^arx76066fWPNphDFGI>{zs{k>&!i12c zlyorM97ZXlQ+r3q9R*ngq=vcUbQd}NChmdz1dN|M)cUT+zy3|?-nk9ABmM~ikdiy* zTT>4*PH2BN7;;CKLV{G?+`&6Q8y%ybkUMPN64TjiiZ3jbti|I;01YNBA;T(5&ScvbPe=T_qa$g1_RI~_~aIU zaGCVoc&Nx_%|?dHeHZF`0GZ`+I4`s1T1x8KE^9og-)^_pZtMv2@qM>Yp-HTG+TnkfAn?Bap%w>PjstLm4>vs=?`cz>@%pmN+j% z^}LgTW2M-qwkJSRe3=k(lvdyQhWCteyLYJz8ESkG0jXhz^8RuBFkHI{n?u0(8S3r* zEtn`Y^8?So>E;?v0HkE7m3h>|s(p@hO@s_p8by$*o1u6I7(MjoXvk1YV+m~48Ok+x zFB(r&_IU;w%6mNltX767r!PtQ6iUL+ZirRawr$2Huw60OGZngp6&9bgt}*xKCl;FBRJQNfC#$$ z8jLQfy5XhZax3@8Ns&wGZidVI`_whH6XOoyyd=FK>e()j{!qV>VEpISEtr?9ZwZK? zOQ|!u6!|=T1ujqGo)n8*3imTy?hT`!UA||3H4^3}em7CicF7w+xvYw;z-ww>4-pVS zm%?G_a@=-abJz$cZNK(Zt}=HVNsyX5wl$=3$6fhvfshzZCK4op-0^x5^?cQ0E3*=y zbUwkRkj*CJnKAwr^_%9c?I3rArxBE@a>q_zDtD|nq>JwveYis4q~#8soGjcj=fquH z01@WKEh#8c(&u3_l)R#!=LxwZ-~oa9r`)l3kx3-vju}r0q;T$VUryzY$+GuyVTlL7 zBtW7i&dVJIhcDt-DV0#a`}MMf2_Z)*P&M8fuH9^H{k}Woj>Jy{q=vbpUGn@BkUM05 z5-@)5(3-RhyYT4jyl^<(ifU!jryKKGl{q2QgZg{al%_)NIH*XFs+&7_2Y6X~+EU0J zIvNDF>fCWJDiMwE#9Y>c+#%bL09Gq^F{*!;Kx_k~x&9XS+PfqORSP zPrQ~5bG&XW0TFb$F%su^*i$Ra9l4+PI*DA;Qy4A=H>m4S){|%A?@SrW?~~NCUDVH0 z^HL}F3+7}?4FV$QlJ1HwIfZrb{#W_V@mc#;Ckcq4OY#_W*>|Q#FIZ#iUj`(KT=t!1xE%TU8n=LnEAIRO7o~Edp6xPN zo_c5MwrK&ntgj#-f-d{Uq08Z-Nv~j2zii%UN!`lx<>G%XQl9tKctCxOu7y=nXGlMb zyAULS45h7;i(~V_xC=ftT(1|KLN?A%{-Jnl=-tMoRgj^2^d~4)Whe!C>OQ~gkJvy6 zJ{m&^oU{z({No1tT^p;1p9(e{DFsDJcHOFg=|D^A)M?02&D{vpKV_)j`hDTG{4`O5wlagE`k{fGLSJ}Ga> zT5$2XO4PGm#wSyG@Osw*D{#4gn}7(qL`*~%#c>gsZRftT=q+;jc7x#(I*qz7lD9p? z1YDkdBkI{Mp7e7!En}Z80GFMzmXd=IbeS~?U0zLl(*!ocjFJWI6e{N>`=->~v41%A z+|7)Ob?-p#*#4Oy3FMAlj?{BEc5l8~0_E&4Hic|9cXTh{Weu$b8*L$XjI13hv8pO} zY;>k_hia6cD&&saiUdwt?wA{R9ru@~n;*slYC!`jC{pr7kv!fF@oQk_-Ig44~?kpM`^9mCFc z!V@>yv9%85j)B7nQgw3&?*Nw{?2!Sv!*>jUtvYv{e}5W{6=o0Dg52RekpNaJclf3c z!qt_pm9+!*K6gKYDY*9y^THvVG%_U$uHF0$CNMS29mbEBZG!&xWzNL@qJ6aFHlrs5 zZl|7!s1=`T2y5MT5mC?X31x$*=LlMSm&M=B$yrW71johK8^=ZW?1p#X(&d+9h{z>B zo8e+Np1L>T>E1IHT%Oc*lGL+Zh73H3?*w02tRD??tW=MH2)c})j4n!dnv{S`h;GLN z;{KM)aOt5-U5DBjHva&)%&;Kp*)F4cQn}-Z*S&q<64RA{2)YdOMVGxJecixirdi{M zBA2U=87^{XsrQ?+2Fc@Z?D|*}^=y~WBI=%zLdPvP!NsjR0TFbu_eYodudM6BMrfe2 z_km(%?s)l3YVP>bmb%_y)uj;c_B3likOXqamqib8ONm)iP!Dp)7=1Q{Y&J6g{ev3? zmkkzWLhf*BNl>cF9oJ`3xg+RH%Y6_Qa@!I(X}LpBlgb^_9{fxNRPRnwP^4tu&C^C8 z+2T=>9^{T-I|B7jxkEu_>3YZ=ZhZ-44RS}3-O`6}y3TYWK%yni%N^UT&f{7bJKzt# z-@I@H6GD!X<*g&~FiN*)zqNtf;WeIs)G&AGe7AiC*E_cR5HNo3=&yYeyYQ)vMMZGB zEe#|9QgTP>Sn6ev-(I(eL+%(on;=y;ckmAI$A}S^A$Pcj5!kA8N9nc;XneWrq-YUPgTf)Thd61uxt!rnJ#CBYQj`(6g%-nZD@YXszuhH(U@X1T*Dx3fI-gh}nS z@DyP@}`1S|P%eodsJ=>+v5bAu%44AeFT&&v?5J4A}S?D73 zT(LfE>SG_@T%cTezI^@9Man&+u=~`t8|yYlTSEF#DJDn)8EVB->Nf;(!-E2V;#J0` zkd1Re$0&SJrngzUSjbQVe-f0cGE~V%DnqR``S}Wh&!<|qB!eU^Lyc9<#O?p3UXUlC z%#@{|NXb46t*sy(r0JRCZzL3I5~zR5P>u2j-GdC3qDvr!Gt~ZE>e`Lz?bmqOMazf) ziIzAoL)n$4;aF819y<%p6Svk(2sujDrRK&kO2MwZjzWftHYXr8%urSb;-5l>TG5$+ z@iWwkJ?Ah{B(>RM3#VJ>o&-QjhKl`7z3gcE%KIW@s7MEbRNV~4JHS%~@zWqf9T`Gk ztIkj{gRi0S?x=UYAw$`WB7oJ(P)Q5N;len*G}i?7z6f`MDY*B|r1riSwO!vshC1#; zU}~13+8EYe0X?DONz`u9J{nri=n1t{se48xwukD$T3=dB)U$g+YCWnae4gYb1LJb6 zlz<41i%baig!5h#6~V=9^wj$zm-4R+7gJ~ITO>E{EW`}eY!Xq=c9}Sfx^|=gPA3Fh zmiQA8L6`D5l#8{@Kyb+qcdnyS+24wPGF-0LrS2Kc{P{T<=H z0&qzPARvM+j~AfJlNYZy!$x>KFRP_$<-9~Kl#`Y_#)eS2!$Mt76%xaMmjp>5cgTBC z_l#PkjeiJ~_wU#gve|T$(K3N%b9V6PgOEF-KNFOya))CUl{;3fcs&=wg6D4nCoOmE zRieIG`$Kna1)%ck+?0$rjUpvqH0;#@BoFuQo(7-xcVkM}S02oR>Qy^{CvD>tlw$VRo!J6GD#C?QgGI!zg)%%s2+Q;lBHddFg3(r{D=q8+QHeCsTl-#jwYkxd(r%ch@4!J|QH$kdy z?%*9@L21Ns$Q{M~32fE5~u0w$e)SE@JFh@b*pXr6?(#%5CS4JE;7Z`xQq@Tn*%N~vU!t5E*VQ0F2n!V*?IW&^#1?9 zgp7>Js>mp*kd>9aSN14EC1hkJl!}O~kd>K4Rw{`oDrwVDRAhuyLJ>k4`Mo=z+xO@B zxL((J)yp4nJ#OcIo$EZG_t$mK>l}6Fxl)IBCLf?z52;Va^I7c1-NL<_i+>Jp0haBm zBt(=YcN3oDT8VXc0n4G|ca8}xp}RONdT~szwmQ8z0a)e-knwz$xo5+XW%z7==0EhI zBt(?u*=A(X&+Cu>Z{9NM(mjF2e=monb#MV*HVN0hZvmECQ^=? zVV01DUHHt+Bm=nIdfAfzDc)f>WHMg3Suuxl!8;~wAW7Br4v7PFv^n|~yd!uEiLKf@ z#)o7f@rLC#Cg2^1-AQ1zyrXdKGF%vY+qK4fBfSoiOwrnxvIVEmr`cIc@Q$9xNsMgX zG0Ie_KlHaDUkuZQI(q8AIx6vw80$UEy@{?*LTbWVU;KxR=l2B7cQ>&oxNf?#A9{ja zy`Fy$LUdlzn0e_uXMqv0B-U>(->9-D96Zcn$tZq-r|0tNC#Jx%OM{H(v%HtPjx2%q zdTaugo*hVtD9gRAc#fy{IUETrQ-=NQDzI!n&S9~>%j`q>UVZx#SPo7kA+IE6B*BEY46Io z?VP>tyJ3xK8j=uEmeB3UVj0`W9*TOq9WnNeE3cPJzET~^y?}8j-DK6LU_U?ilOz#` zT0WZjX5!d-$MD}uKaTNJXye>+&$TZ6V0YA?^9USj-Wifol|ywk>V!oh(5c`fh)>N+ zBu<(`nbcw&s@rzmdk__RMM@NfTr#m=2Y?(_^eh}4DkGFc{gXq@Y1CUA9Ln}Ki4=FJ zpygd~#@ZO<9e^eNK8^$lOI*UC8hwhukm;jehCoQ$WNrwZB?+B22z$8^97;EXgvjVn z>s6d)fSb>uj#_&=9WtWq&U>PTob%-3!-{BfiLKh9l&zm5acw&Xe82DZ?^y6G~Izy zsJif?Cpgs9TCsm?pKK2GI@!yH(c+wvK1;Aq0;LPNkY)KT*LA=$Y~LOo<;q?i70h9AI?lMQhu2)ZFL~|+ z8P8|gdm#dSP{-Iy9$4aiNr))RDR*SaRk0ifg)qk`q>V}?OL&M>@0hlL@s2}f#dE+r zhKwLdBHod1&)hRowfOQFQe4OLQ=~SVYxYNz!8^LoASqROhk_^L9YzCZhJ!5Zm`mcM zdB;A@1gtM}dh6pmVrDIr5=9{obTLo{?>I2-;ScbRtmP!?pS)vbcPkC>4(GKbQrtUy zQyK4Q_|Up3l%AFwNRY6^CA_1<>u{Vaoum0B5K^+08$xF(U~h^F%u;sl2YK+0^}9)k zjNY-U)$-rq9W6acn51`@zIlvYc-bO|1gFBR7D=R_z^An&lyJdeXhsuy=DSgalU0JCd6?;lfDC_!9)RPd<`liq^il zyRr7YjSN@|-Vqi@Vr26UV_TyW&=ZuBM|TqH=(X#do*-Ak{N5@IU33=Kx>F_@&+iF_ zSDF3%Uq4FlIfCBLNr>pY9AoCC{Q8e3z~VE$%WQ$=!c7j#r?JfauZ`{#ngB}+Gcumf zqCGPb``fY=gRjFmUOk_Lh_W2qgXg%ba@!ujl6ghNU0^v8$zeH|#@sV{yrg~(uylyEU)89h$zdRy~whBr-cfz_%--_OJMPc=CIst%zStB@g7S%V9`-0 zd33z86@w#B*3mD;T#m+WX@eu%ulh zNa$@WPFn zv057(%5x}5s;)yx9H8N6yFhTLPh&`I)ecoR@f{N99iCeT4iz?u1XjzTT+BD)MKmEh z^bXX%iKZk|toFH_V`|?M$Ie#ZP&VcyMmC2sT)YC`#h;U(|4FE$Wp_C}!T)PEA}v09 zcQ#xwexJyAeouI(!tCAr?BF>J=4Htb5+XJ)a!&hkX?62otO~t))V{lIn^g9Mq7)9x z^sS6{3{G|RL6(zbJfB5rX*4=ivO&@`U|DsMgov`NJ%B6&w%q#+EMvk$CJQVt(>W~W z2O019{d=PVu=pmB@qCuMN1~8r+ZabDU>TT3LPS|s9z>Rs%?qCc%RA3wn*^4OOb&}} zKjzuxAzGcyfaQn}8P8|gT*R!gW*=P|0?V(9Bt(>D$suGZPxR^pg|NF_<5f*7*I3RY zsor6-h52w|RQx>$Fa~>Pk|g3CZ`~f^_4jk*WnD^9U>CLwoi`9Jx7-vGAjLa8 zW0vBD>!N4T4!ooIAxWyPcSsyy%E%>kz&o^_kl3odL&@P25-+!FbsW57^h*+0E$;|5 za>F9Ae^8zt)V}U-NTz7*`^eP3yT>zJ!8^=8kQmv#W7oz(rO*?)@7=desH2J5oSv|z z5A$2pDp%1BE|{ao$asEFm}`3*`&)dtJ>E+@afXD5&dYpHTw1j}?_UCzYx~#T5Lm*W zb6Bo!VD_Q*J#oZ$EChRz@qCtoOU&Ml!iadh|D}9^gov`tJ&Y``IvF+x7P~rTZv>X0 zR~(j4!OZheTlGxwUHpSp$#_0XWQ{v`UXHZ7KNHsLAPo{C%3^v1Sym4DToYKr*9~vp ztg=`8=5tsQ`!Wty}Y`3J^39N*S)gp{8J{1n=3Qs*dZK}#-G zA7=~Rq40sEROKC+d5m}Xm^f*GEHwX0;-qQHex~dxwomSHxUY>p?aw@#(50NLb<$-ch#X7KZFD zNx*AfS)Cg~XX)9p33$&)b>H3N;2m|^k`NiaV_doWRPc_Kx+F}}J6?MhVHa*$c1ja2 zwM%K$ap@>AWP=?4#U+C?0}`qG7=)nGV(Z{^;|9(Gi_0eti()GCO~}P9E*%G!uybTQpXKowX1`<1g{im?WptT@h_Vbmfh=iq zlQV!Nw14vefu*#R!(t`Ryt^k~Yv>JN(H=#{^I1H~V$h+IhehMN>AFlJA)+isUdZBj zzi$Ds?63X%nZQz5#$lBnh_A}U!B#AhbWh&!P-k-PmLyE-!ehO`z zKkYAe0lhf#UFSMDRJRc%r7DM7SeJQAzW$2286ZAq$CEf|4&|fCI8-z9TQecbd%Bb; z3VC(9Qzw8d%ed?f4i!6xME#RPUHJ0x1US@;g(Onkp;S9F4rOfakqeh=$TAWnEO7~k z`ta)}wo2Xkp15Bdx`rDHxef4P+xSu zpi$(nTonwLo6cSmAjP4E)O5fLx5YqbUvQ{zo+PQd4kdYjH&5EY-p!1YB(`dYQhQQ? z#3>hY2Z2MCoF#$Pa;PUacjLlnUC)epk8J?S6s>(OOzrc1?uGx=9vebpWOJy)XP@Ky zJJLcgL&5Xbmip*LoT9d`j@>@>6KD=^bj@9GXo)%7Lcf9Z^Xnr7G|E-iGmxlg4(PKo+h(ByrNbqm~Ba9k0&5 za)GG+&!j|A$US-Sx&XPufBQu64&^)&^-tdMqy2sT6HU~4iT68|$=n-Q@9yyJ~r)4vN`M(@a;x-AmCBUX`w zNqR@Y^>XaOmi|-ln~+BvkpL;)asCYRa;KsLUFL&jwH)%6aE1Du$5(i zPGV&9j@iC@@W0wM#?-PG>ZrdvrzcELXYLtYyQYj6jLsA?p5GI02QklgY`S5LdpCNs zNQl_H$Td5Ir>xuT&MTn5DGe+>FR+~Q;ILegV_0?`duIvP?dmaPJfFoviRo`zD_XsW zb9`bl2@z#!?29Z0?un_u;@3Fik-&2BActk$Am+b02HtB90*k%|8P8`iSYYWFp2a#xfh8yTrlLk=uik!y!*Xsbvv-qv?sX)vTz^Ey^I4|Z$K&43 zsdIjra9%=QkPuOpn&*(Ek+;HSV0qg7OmBhZ*KrPu{{d!=?N8Le_jsJvCgb@m&1W#z zi}j6thk)f}XA&aHQo*p)vD@Al9O`_Ks&dQ9^K$xxREHYzgxR|}AeY<_?5F%DNfL3W zIRA7kj{{T=;`@EeqWLMbah~>`-4gV|qi*9};85O4B&8~cTHAneC^du8g&;m}Gf12? zhjLGiMZUn?gb*Kis;)yx9AHw+ z*BRhYChbUU)ehCCWo;z3cJ?U(hw{@Sfz@)TP=iBw5#?R{83VO%VK|WHfh2rq;Arm{%}KF?t(Z63y_4cAcOr_g32Ki{GjwB)N!9fH9-R8&byRo>BCoAD0+86&2HEXb*o zIBDKt$T{BS!Ap0zA*B!j0r5=g;C-1N@xHtv8Bd-gI6!(sE z2O00k-q7#?Eb)k5BuH4|65bJ;7lvyg+h`HK2m9^-ZU~(v3GevS^TT-XjYIR zYG`m6c!$b35+>;#E0-$Z<#zX#{5QDVbf%C1Dc(`T)(w*~LS7#N?|5QDlB(++5(hY< zWyB%yj!otywrcO#ZC4kMQ$Efk3B1E_AqlLOcbt2B1Q$k`@|@RD`{I|8OtISMGV>B1 z+SOWi$G|)0+mRUAyklD3(r3`$^kykO6zXWyWlm2}Sj+qtH7jxZ1Q*P$`D8r5C+uk$ zhrg@!Hd^8TSwfbP5V3iYd&$g8hhLxZzd1?;?`vpQ_JnI!IV_7ZnBR^chPllG7OT%> zJf9`06XP9={wQ>XbNuKh2@z#^;*aNek4uYqI4?T`)4K~S7jAG^&b?T`R5e$p%^NK#evUxfg z&u5u2g>k5Z{pYCzORPBw5oJjYM3(D18!ka1oW1{#MeE8n78fbqJ8m%E@nm^{DR{?- z<0MJMJG7oN-r+x?jx(ero#v;|W|N-P9$WIb8pRjDJKp$_l&ZW#cN*gzUsEsN0a;ME zO5&t>M}axx9g`|FvLLG7Eh$kHa?R8h_^gUwsb4&J$KGfX^-tchc;z-r@Q(I(Nu;=U zJn~??V_->3yj-u|Cqcpzm++3Ag^YL9-%zUuTqhM-+z>iT65dhs<^^JB!-fTccijF=lB(++5(k*p zs{Up0jVf|Qxd_$jn;RvfI|0k$>FdX?1!hjLy^QmS&O#OaJf zZT9Gaf3QBZk;F-JD6h7RLw&IQf{zYA+%6@GLI%k7z;83vdF+gPH{l*6>Yp4c>(p@k zCgg|1BvRa=nz=9z6{k|i7?ya&NfIP1aS4YC4`Upv>vlUm2sw3*8$xI4fz7WLuoQf< z?g8WOJx9n>%8!E{ng^S*W8K4>&!+wl?$rdgtl;_P|=N z@sNz?_XN56OixfqK0g%ZMe`X65uF#mYk0~+H|J|Ye@h$TIY(eg%;K;t@MNC%)j07% z5m**XBIEfiwhjzS!Z+syz>;N3LPS}7Ly*O2ffD{#`$+Wq-2zMa6AnwT8RLVWqPKJf z7L)sAJfG!9F|!Y)qI(kmn{zRngov`7ypAm6!fZ~#c~PG_H$q?u%Hgn>^ ztCFfe)B=oQO)^Om@s2yI8Sgj|rhgDpyfXMHwAnP8PzU#JmRM)GfOkB4N>Zxwj_ieu zcgP)e{SF&05wA&{H1C+&lJSnORLQ4~^P+bDedN&dHr^RRd0{)I&SlXvX5 z|9K4dZifFPk>cKw@5*?`lz!pkVTtF|DE+&vge5NF9otSa-ZAKhI({clyB;@$&XUC5 zO?l$CKHwc=R7i-7-f?tqoH2OEa5WMp=^cK<8sO!ovBbI_TyCCiNq`jZ*k{SSAk(mo z!*1}7M!F=ay51pifQ?Qbs}0_9qzj3y+BE|o@6aAiVr27<&q~HOpeK~rw2KkysBbQ(C#Z!m&teX+ z(=UMw#=@SA=l6sc`(tsxV`EQwOPH6Xn@EV*yvXfm=4I|s#m&H?cc|VMf#pa6hh@Sv zroVk`>Vx0SnRkYa=d+~EV_1xQOYr`ea{vhuWpNL~b9`l40)8WWZ){0Bt;+u9{*J?< zdVuXmZKnsod9h0)u^i$zc*A%HnbhS;}gr4FndCrQw?emeNlg zmTs=hGenDHEgj&zK$0ZlP(CB><9XIO-boQs>_Ye{v~liQt)K}%*kkq& zj|YdU9ZpiJa;Wm8#4}dFE42nMD4sMC5l46i9KNekOw`? zBEg}ar<16Ea;S0M5#7O|8fKG7afiCLjd7@r8SBbmiTl1JLBbN3aHw`C7>Dw{)NwF` zguda1&{^{PPoiL!W`s?<4-R$vBMFhwp|mygD!`$BegmUza3R*P$d1(005_4REOOjY(|P z4mJ8=Gdxb$3Kd^)DA(pBuv!k~UiShPiElfT@xKoGtx2Y6?Q>#kpOW9eba1FY?MaMm z4t4m_-fPek)~@i}F4WP&ubiF`S%djr-=bGh(XiILIg;`Go-kaGxn~r1Ggb+Df`=;! z5uF#i2s~wDUo0*Jmb4QNp#saZat_PV@66s!l=0Grz%uM28P8`Kyqj^T?}?B50gK*M z5+cg7JQ7(tfAhfqH{V=pStzii{pPUjZOFK7`K;WhV<$0t zH%(uJ^@sCvN1cR-vdoJ@7NZ)LdQb>0uFR9ysbtydT3ecTc-k}fj2uEPqcOPOB1t0N z@#Qz;9R-#ezrZ`%#qd*Tvl+CiCBA2`cA0G^c*nqdB&90v=(B+F4sVOSRv-(T(n*{& z@33ybc*h&tsCbBSc`PN0Le~2b&>1@Fyr%|dz&n&*lBj?34y)8V+29@53Q456cSzhb zidi@YKLgU~6A2QQxP*78A7;EmcXQc!xK7so;D*pylGwX(t@rH(c*he3tG^3eM(;Q{ zYVvmQj*9vuOwv2DA2K@`dhhF-!R2z0ceA1f^WsvgG+S5j4g(F6R9)|oIKVO2 z8fk!c%x_0xtM-l!oz$_wl#kUO3f{4_BMGdQcZ_{;2@7bF$~Hf!ed`TLrfBVpV`|^> zS2JIMcRcA&Vr26Uo1vz7Z$f3FwWd%^peMav#jP3jJ-)it!T!7XKX_mdl%%`(HD=7~=m~JRQk+KFfPE z=6Ch7)AdIHOT(=sM3iMlG_pjb^&0^!@;*H_2rQ>|b66gwGyj>ovomHboEL*YGM>+J zs+4&SyM6wgb->~jNAYP>q*9o zu-szaLsVFNS|3$4!&1gO27hi-3yk5> zB9bKH9c?riCtDfsXAdd+?f5CQ*+joK!oU9ZjSMmb??`qgDOGt#;ylJXCM0BMf-I=J zkvM7Ik*~yf$2+Zo_aUm)9w|{2GId%IddKbleVT)Jv^Y$n{>eLTPuRZ`yrcCg5-IK- zch)oe9i2x-ZG$B~=^_admbip>_eF`&zyunPRoir9m7X zT6m51Gr&8nKam*Oyu;fsVkq>4305Dk3Uze*Ax=-2Zq4iw{7Ev!Z``HYkn#MU;Oo!q z5&Y6JUJmmze+>x{n-{s^%)Gp7(F?!V*U9Cw-XN>#ccgXa2k@0*M zKToE=l|SjH1}rTOkPuOpf$?~b^K9*KA8Lx_O;z2>{#J5=!?LC}^ZzfC9pAj621PC< zrkjCf)LIfE%F;a%Svm~0as(Ei&%0I&ERTITEXM4fT6Dw#+=tp! z%l+?oKFgm9=3d^RQ(oxlk*Xv_l%>;MWErz#*n24Ix4+z(tXH|l{Le~tsHAkpp`5io z)&={~sUS%r4&@fYJfq%VVQc)d}d!J)j{kf?uhD2s_E!QfE39Y~}M4i#e_ ze-SQMpUxymSmISXlzOWn_+F^thTIT3OA-#HHSPQ?a45BYBt%As8m$@88XT(gP!cBT zQ17gmoeV|e`tRU!dpU*#NO35GGt5iIwM*UhfgL2`@)8??5}}GJX}zOZsIJ zB04WR_wbZ8c;$KqSe!8WIUgx-VcUl!IG~N z;JoODkPuOpCMn1=ZA1A(D1>blW6K4Wi0e|l!!wL|-nYf7_+8)~BUDKeF$Vh0#7k`+ z;Cb#6?`8lgVH*4t+HCICki%Es+G&(;1@ExYA}KO^N8D`N$sh|e^humd-mz5oB>rV- zdN(Oi6jH)FTr)m;fOn|%BT@h49cp%m7K3+W3@4E?c*oTJ3zxwXKVnRRge6|JcPwdk z7yqm@Y$`W|&XR<8j7xZV4!k3C773BjJ0|Tqs0`k5)RKfrdPfa^W+%h8iPK@Y+#(l~ z04d(l{mUu5aR2n3_7lA0z)F%-UGI=Mz^C6DwFK{oT1R55_73-++IXCwJNh>R?`X7< z1XjyC4mJwKBH@3v2-)#o~Y2g51e?K1*N?=DduYB;OQRE_;#?QI=l}%k8z+ z2cQs!^_4%}sq%VBO_1sx8#S5z4xRfSyMQsg9Zr%&yrcFs=DF_rtHu;S$~eMOugdrU-qCLbiIl-RvR0SitG4vkk|1G;SM42L>PO)-vX`B>A#|1`yu)DA zwCCU*T3bknjNZ|uX1OhR$FyA}Owv0#mNLKo-Rn153YS~v0TLj^JN$<+FHE;L(ANj= zXmgAtRo6Qt4seEZX%Fy@j;Bd%)!s31PX{cP+2_yq1n+RWNCKF@_? zU*}+wDO&s9q~oFG8``>nciajiF|v6_!nmeo&=V|wm-`BJwCKM&+O}TndNt|qts(1~ zdqyA9k9C9omah2Y?|6Ps7^uzcftOy~R|n>$T!n;)&dWDuUJ}neH3Jr%UQaUwmX}E! zmJWlMXH{ApPa6d+r-zX7e3q>t%>A!g&&|#NOWqg~BFa+o0MGHy><9M1^3^N4X6MTO zmT{lMvfF?;FOlUV)PY4Ih>Yj6=zV7Xn{#}Y_Z47Ki69}OEbks7i(6h%17Mk(mk zBtGP@lwM};8SV2eTL3HzUXk&9mPrd3@0gmuR32Dz-;xkfmb?sP`L)KV4zT3bJ~Cfm z34g?4i3w)zZ}4N-gSq(o6j35Uv=tv3%Gs=|>({gXr4*hMS^ zhsxVbB4u!>zPF}Y!xHbYiv$TvylRIU-&i9BLbe{{hR|7(aHynFo+;o^Lr#(q86B#| zK8N$*Q1{M}FiD5%*Pq$RDDD2OE;!WP%OpUGL)|>Uy!`#s`pItKP&IClr0P19!~yE$ zx^Dr8a*ZUhRXbF-0(~qnIZKu=0*5M%BZ1X&DD7TRxOdYyyN4~*zMrWiQ>^y6bjiX) zD-Jkt9ULkni^Rz0P>UWFIYCdj`rdkpP)CEFa(Y6T4fES^e~sR4V6FH0M#l4dLcvaE zKmXaHtDRt8Oe;u;*u2O+X69v2lVN!O>;0wi#{?GN7aW#LZ#8J9rW}OVLCqq7WX$CmaECkp4!MY9oquS@K`dQ z&$8Z%d8T~Y$as8r&-`Q(BFYkOQm;|yp`%5wzHUfM!tt1)C6PD z{zQ^Qyu-g9b3bj!iL5M0SzFFeq0Oepeg}M3<vF?%;9ee{BW<@HJuBFb{} zDV}5J{CTZ`rGM9F<^oIMXAVpFDyCP*UtbppENhI&cs|S2^UQvS#f$w(z|w6P2@z$v z_6%7n^p<)8%jlo~y#S|jjXnFuVJSPn_STcZ&4I;8G4bzsK1+ERvp@JVXn`ECtZPI< zL|Fo#Ba6ApH+T1(viQ9F`Ay%sti(9$U@=OPDPg&u8hx{_os>ZxDW0+uVtS zh_YPBL6-P0Mi-!{Cmc^X)~)iqZ2BqHp}xj24wb6$+#l?x%Q=!H;!sl^nBOoRRWCPZO24#&`(HzsZFB>N>UM*q$m~#4+iJyv_)NY{;$(8Dj`Lr%g(&@aDNz(s z!l4usH!lZ=+L}tD{>h;ZsgCplhq|3fB4u!>hIU3DVToUSMuLPTUbRE5{WJD0guH&u z4WY9n;ZPN71MvQrNf8N=(V_CMubT`GRq=&{NjlWYWM(HL=EetgxZEcFA^}nyYD7=w z<0cCpj(!CWbyp$v?}b}khmttJHh%M)fBC%CFRN#?rSYR>|A1wxlDr`yutL0F> z`piR^t;WRWLLE2IB$;Bh&n1efecL+Sn*a`#+@8e9=1|#xT0esRR>MmpUZ|t76`Y>n ze}}neWY!_?E3EYs=gD|}PnfC4{Lg6GxB?HD7q`nKL~LH?h(|IDWIBS1z z-@UTG`MYsgEG{xW`2Et0V6SWfNau>4kgkNZ$@nn@#oW!_dYp3kziG4sBg8Ew2=;k+E*M?yqdJaUm`!X5c0 zPzVPv2^iX=^1SSGSCsaSm_8dB?>O;rHQwzpT0@dVykqn-=6PSsV@21%J3c${Q)shs zJJS*05#!y=+6%nntSd>8**kn~qJM)dEZ#}tWbzJ6tMB-kC%Ju6q9~+qn?sZrPmiV#@BuH4|ReQ&Vy%T&PL@$UNLT5?BJGxuw zzk|IS^BW{YM(_BzE~XuL$J0m>Cg~lAnlL*Vi`JEBz~we5fdokLj+$GU54D^qR15^~ zP)a39)%6aE1B|Qb(E_|fHIu|v?Hw&k46(pm54g4(ykqb)5?C$oxNe<{1=KQe-#w^( z4f05)SnYGE^BNB=rg2&Zct_NG5+j>;#I34T0R7FZ{vk7=jvm~@=?UvvGw&;vPq>i` zYdx$P8PD$t1>cze=ByvPGYsZsS!)s^HZO8JnR&^asACN*@l7`E5?HqH=dc*%Fy8>` zIn#Y3u-wolFH3I;EWZwMSXQ@Y zp1WyoWNry8@BfhTe3r#!j6=n)d8+~E<#QdIzXu`8vLPQ?io>15;Jl=)HhnL!lpN)- zIIdyV*kbunvA}Y}nT+SNj2XK&RXjCUmUtvL^jp+J))iFn829?X7+)g>=SNO|6YpF*2W+@4n2u-~B|AJQDWqjeXO zBC~fmSG+O+@9^zK;$-rUC9``Tf+)`cQlcoNgm-j*+|L}mLw6*J`X}#r;av0*yyLzx ziIl-RR`wWo0G9ZhsU%2P;#GS`k7-9jA>{llZU~(v3Ge6~yc6F|=VV1fWb}^ZE_*hD zcPv>-!X&-JV>a{azj>{P#c;XpTtfn+ct>;w^U)dmGaOS*2allewO2+e9 z)Soa8HL9X`39#I-Bq5?KHidYO2P)MX4=i$lFD3~r$!9q%xo*t=&g*p^>IEzbp=3Ot zWr78>-{DLf&zW!8ISSu|u|3>5W#6&v>Vs=Qu;1Eo4tMqTE4-<+g7R$xC- ziW~nXi8xeVO=fNqG#5996phCG6xujDySsM)hpHd2*dH9Kv>8c}*`fYSjvfx;v!NA< zlgXic?EW-{sH@siq9~+#TeU;g_U?xT zrd3O|W#CZlY)D|W9O_9Jb5o+Y)nUB%-`D^ao^_X4>itu=t$mK2l)W62W09>&LJhJNgO#gwZyTjOVlT@6Pz3h2!;Sz|!qH z2@z!(`Vm>`d)&td5FI0y8TF|=FVVN9dPjF7#yj*E%sv6ekQz^tM7*P64)a}s=YtJr zLCV%tehO_isV%m40PmRfx$q!($CONxBC~fKFE#B5vQY0CiId4Y61r}5gDB%%DNz8) zzTY=1>&Zayj+O68)IWKLPoZ-;c*nWVBvJW_rH?@95r!BvsctBo1(h^`|%B9dC6=Y}MXz^4mZp-Z}cpRPYX;t|YKp z-Vx--Y;>eKg|>&))nA)eJXJiH5(P$WnkP4m@R@V%sj>iH;xF#-#+tG$ap@>{`Smy8FRHXA6S|_At9nHT|Xnsp}2}p;2k^VFFzGn zGLktg3*?z+WF6d#@R@RLB{H7RvN)RAQ}h3Q^eC`&XhK3nS@gdk%i@Ffy^tmOX#KvG z-jSHbVHvE)?5VZwgA)+kWrN|O7qwXpw>b(@Y z<_ati|6}=IQRjXWQaP5n|FtwA@hI4jZbOnJ;!rm{n7x}PFK*U@lsQfLDYS8#)b5V| znaZ+R;|dN{vn5H9*`d4!+?oyIdODE4(^ER1G~TQ4~^Q@20}B@pW*hD_u#{ zKRMKzHqA1?q2Bi?ND&2 z?ZzZTMu%F_ex)Kfl<`y&Ch1VchRjYz!=L~kxZDPskpL+URWFwL*xk3TAKk&BR$7vz z>N=Ff0Vb*~I1di>a1n{E+MyPVABqLW#Cg6dI8?ipB(PczrPPdh2(!WPB6NjI_9RoR z_POXWwQpC^+BV=&D_ls7Y!0P!#rG`q1j|Y7l#METLU;zJCj{+h?oFINc7GhK_3&9_ zJijL_ie`HC&mWn$p(p&XA|Yb)BB%KkPnmn<>^HE=J%b|E1(ws9iu#hPyjAo57%(o+ jegqsx*PA3j^f)Fn$FcvGGdk|6J0wQ7^Rvv_N9+Fq18<|W literal 0 HcmV?d00001 diff --git a/utils/logs/study_0/wmt_post_ln_jax/trial_1/events.out.tfevents.1708026821.50e227ca523e.1498.0.v2 b/utils/logs/study_0/wmt_post_ln_jax/trial_1/events.out.tfevents.1708026821.50e227ca523e.1498.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..cb4d975c3ca56c0cc42953b8388e7d7f6fbf2410 GIT binary patch literal 270 zcmcCxfPkBq9G-JBFgSdiReaM?iZ`h!F*8rkwJbHS#L6g0g-fXs!7K)U+?_&bV@ZOcneMGEGa7OP-4*C%?GZiHn0# zh(U>Eb&$5B7dICt7khDXVoqXFvGQV$M}|Q&=X;o?j$N=%8*%P-1> z8Nez0%>l)LR+dkXjiCncELRBQbes=0K!Zz-i#t6hKPfRMzPKc{0A>V8F^Um7$8&E0 E05HK(3IG5A literal 0 HcmV?d00001 diff --git a/utils/logs/study_0/wmt_post_ln_jax/trial_1/events.out.tfevents.1709734330.1e94deb8660f.1498.0.v2 b/utils/logs/study_0/wmt_post_ln_jax/trial_1/events.out.tfevents.1709734330.1e94deb8660f.1498.0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..b7a7ffd09c76f930255f609f4cdb7bb34db5d104 GIT binary patch literal 152722 zcmbT9d0b6h8-`1v2_c0HnIjrRNvMR7S%!#;QYxep8ACEFA<0yP3S~%zs3=oXrbHn_ zlra>Uzt1_|eb&A9+NbjU`+m>$+t(VNb=zm}T|XJ||L)&1f2k-V<3GFA!uuA@>rL}= zoH<)}ps(|6pWfZav{!2D<2>7Yj@Jy2IrDX=&+&5Bo#!*tL)ZDwfA_YZ?={oM*{lBg zrn9>KrIp8BAE-EM;_vx?XkFSUwN{e%nB(o;Ur9l>kxX0pq~BdEhAJy5D%JI#?&#s@ z<$bB|RCR;DwYyiYEL9vn<8N(8rS?jSE?$mK_Os`B&H4`zk@vzJ0L4+R-3%nCLl9pFYpaak}4s9A6o;Ucf1FjVS2xmowE+!%lIkHOJ|s)Imu}%pu34 zT`@HtEnbB528P)f7Gs)+^SuAAgXeR$mEVxQf3L$~$cHzIZEQJ)zLKs|V_!#)nNE&A zGw1N7&ea};Qr-Pz`kRLGhbC2kWZTMX3P+Bh3~B=-^DhDKMD|paaf=AgOvM z+Woj`@%M^kVlEt3yy3xtdMI^Q(jcyA_Pkm4&I=r8d3rc=Yf#4DbRf)IoJHz;*W7KseHAXXgg!uwu z!7>Iy>gcSK?KaT#uT1lHN9+{a1#$>orLIa1MOVQbmt)kpB&+YguJ;!;Yf8&eil;Vm zsJ2R4O0~WJG=%?_VOveL{xGcjyxhOTw%W6eD;IC8IX?g2noj@URDYJ@f1DF*rw;&5 zjAK)SfqyUK^$XWyipsk7p9VJyyFK6djo_~hle)^nwvwi-X1m5LzH=bXn`N!`U7GU7zo^=*1e1CG)Y>PLgukZrK zuX<1l7Kdu*{dWPv7HJ51ZE$xZSVRteD~8nNTSQh;$tx=M<8QDyH zw9q18M~7!%adpyAv4t|=vGdP5>g*jT-HMoH} zYE45wu|++;#g_EWSY2RR2mi4vugO)jE$lL>v-``QRBNz!*Oo&FTa3c%nBt!73v&^^ zAXscspKtN`I%Sc(YwuT>ixVrjY5|L5)LiVYopBQ^OxJS=VG9SexV&S^2C$IJJ|wni zz_$pVMp?)&9oYyhrsZ+fYzwa=)b8&8u2BqF1U=#q!WN!rk$r5HH&_%6P8D0I@-5nE zQxR~HnN8p(u8lJcdipwk9oG|6If(VgmogvW zspnGR6b}~4jvPYRA{wt_OV{R@K=#I2i!Ido7BY({i@Ue8CWFPvB(9om;oF-E)nn#c zw*rexsT@Ms;uu=&Ki_>S%!TZ?X<`cvzQrhY%0e#3FB>d$<);5v&9*q4aS!KWWc;?l zV4OzB#1Hd9<5m(K&STcgL*fMx$U9gB- z$svR-((pQTH>@2576)@Ti!GY*Es`85i{HCWy#R~L_ql4e#elt(#m$|o(!pZa6AmG4 zaRn`M8++{qixl%1u|;#fh26~#Sp9o!?NG2#x8|zZ7E@9m;EK99f8=$rm^GF|2wUXh zb=d1%FaV38IcZ`GO}<6(LCWH7b{s<3q6DuaqkUgHu$Z~7 z&Nxv5X~nlF_Mj|sDwi37h3gisnr+eOR5n_uotk(aEY|Mi5W*H^Xff<`e-p4+akZt` zqBY;*?!$IiJ?n*r16X{%!&S2_W_8Fy3z;_=*rUn{IfSr9C0>X5n0wh^(Mi9j*g}hM zvCf6E7%6-D30TbQ%~i84+&5oEi-Si><6tftTXG0t3mN<|>d=FnBCzNjH%x5NhHv4n zOIe&tDhdG$lVq-%Z85XsMYJ$k_sS0}2B&cdVGDV*nCu?d4lL?4a1vXzCXTeRa_d{U<@=JpBI z0gKOzxoWnBxB7XUi=k83^#Y5?01hE+p@J4`w+#FNa}ik{BDQGHw+LxVS$uQw!rzh} z|KzIK7MrdophfrGE1_WFQD@747a(k*iWYJyTOGk-#)w!kqyyh#if@B*+HcaE!O zTkO+0fpd|$Bjp}gm}PPZVT-0X7bT}w9RrIln)k&Po%j~(lPC+r;Tv~?#ez;;HQOSu zZyZ`&fA75qEKcZg2w{sBXt8(YJ?v4LbIZgQ+I)-0o|J{0UkCjCV)7!cnr&h5H5M%% z+a`H~#hjHKLfAqJEn34i04#=fXf3wr!neqBX^s10(Y{)Hz@m{pSIxHAp+H$!W|%ev z3*%lKLfAqZEsQRXnhqAjY>dPfI(&=%$6BF9=?F7?Ea&hPu9|I8x$ywb#Z;XyMoHx*}Kv@8b}{ z7W!yW@MMxaSa_v5i7mSEEtaWK7T-@>`~ZuVSzI;S!a-#ZT5MU_+Z8N^-r*3!7Cq2n zT*pZsU~y1ovDiYFZ_(MiC9bFqdUF-PVp$Wenr-pbZYNsAbpL`fd?h=)wCHxl-c4pZSTw$s zF19e>Tbx=)S=1{vxC0jE1za`TVor-7v{=2f*<`S2`HVvdTMR&p*dgV3w|PUi`(lgk ze2cD&DT|2vZg}T^sS#Jrw%D$|0WI!#nW+U9{rhnUVT-|NF|wy&1k8oX)-th$A>Tsj zp(d^c6ldcWon!WN^@BEi6|1y~%{Z!Nay$+t)uM_E{W zKOX}Y$4t0twnfDL0JOMsEWiUSk}Nocu!Rj;6x{T*1&hi{Mq&#izQrVc%Hp(-t1Vc( z%i*fo7CpR|qlH5EFI~an#61onY%vin?BCw+2^I~+Wvi6todD^e5 zIE1i;Ct6r+7$ygE;rsM~*rG4rB7PlZG4J*wC9wGXmaAr4+^shUEfmK^_l6a<>nn#4 zw(vmLSuBh9^8$;f-dr`?;&*^2T6}(B`~@tM7I6q+iv?&g zA>hLpu<*F9I8l^9%=i|bnN4wbdyV#34i>-ea@A~$<3qgALV4Tj`(Sb5A%_sQSd13= zv9C5I5USb-L~OLq+hi;t5> zi7oo`=c3kN%HqOdNs2;&bNvc7}>A2J$VUrcf4V zDqms(S$Ke}W?Rf|OwC2-QpaB~7kNiHgs{arw8(lg?G&u2Mcw1X7K8W}8aLE&MXl&M zc`VF@d|$4bZPDnEJMN1J$AZRS@o*rA5VqKW7Bi#NZ-Ir`(M++072m>b1T`1;>Ziwo z#ezhxnr-1Q%@r+-I4aECS=XYPN-e z$`rI{mbzs=Shyr{2w{s5v}jw@;2BuV{-JCuN+3h|7K)0LMZ<=xXM#m|ZI%D3*%l79 z9MGa&&)cWKBDEfe5VqKg7SHF$;hPJQL)(e3!)Q5e+(dsN5|GrW`2cn4R_wpe#`6k0UA z=#2kLN{rwT!WLm@@&1{j4p`hy8!fgN&bR1MMpN_kYqS`7y!{rK zi+#5^gs??8T72kx>kL?2?mAO!F@kSlQlf@)5qdUoAFQaLo?JECqOX!AT6k@?I|>$Q zeK~}%#V)k4e0~t0J&--%FSZ!Tx9I9h&BcfAPp*T-%{Z=_ZJ|^_Sy-IwF%m2^lR1R2 z#U8X68Igzo?wqHzK+p+i`(rfi-6Gg9bqo?hI7?yiybR^qD7hgE?=-P9mgSrE%u>B zkj;4ou$aB}lGtJl-=ZX^G46}r_jlI;i%na(YPQ7+eQGWW4EiU6h5jB6A#4$a7B*UW z_#Ugz`-ftSv3!f76l!;8$ov=%7MH$p)ocsbaBZB6cM&hPg2nz?kN&#=VT*%kan91# zALgRLvU_B9nfNFWbsC@nCs0Uge{`cLPaiiHdx3O zsZ0_jka2vA^dHoU3bfyeIZE|4SIxHQyQwu=^vIRP9QC}MLkL^MqD9NizpzL7j%+Ws z7|*xRc|}<){CRXC%*7I0u9|HzV`59Rcop^#@BEuMatL9IBWQ7aT%;AuMZaUFVv7lU z3(qjhV)T!7zF^^hmaAr4RQ{$c>h&A{0#?-E3=Sb|5r-C^j~e1{ta&}hiY+GcE$sSH z7V7G?Zh^&3Gp?F#k?>j*=fb?md=pq~8_XeuEsmkZt$;xdU@rWQyNNAq`4(=CDT~Fr zY4}UAehOF3w&+#V94&rsE=&N6ml+&F*y03Qs9V*U1{QMWE5sI)_!d*%Hp27bNULTm zU@qEObJc8%8%oV6i`1glU}0#(A%raw(87IvZ+wDcZqN>~#bmz4Ts>+o{KtRBCyO42 zan)>#z@_SF(QZLY{P)G>2o51^k%$&aHN)}HPB-D!Usk$7sGyY2w{t4v;bUGr1zRn8LSMZcNR^!vkCKo#H)~Ts7O` zXuT$AQO9QLHn7-j%^`#>&Y;EbQ~63@(LCz0*kUT*BI_(Q7u&Pk_rhE_9p$Ro7A|us zi%tq#g26)W6o(MDNI{FFbBjiTh1ZYIVhek|g~dh6V$z@@d?sga?JxgTvn@8?p?Z{G z@#WcI;Zu)82wR*-3xnw&e}P5hu=~j_!c*nDGO7DukT?lTB~x^Y>VU~YF}*3OvLXVC^qE~ z!WJ25Vb*?jOPC9jWj11q>3j>fo|Hvi>`Q$ALU#jK&9=zOu8%!RDRSW>n2Y4C975RQ z5?Z9U2$};HcE8=l7EXMNpy-BpcE5Yq7T?#atK{)tHQQoRPD8W^(rxn{Ec!I!5W*H$ z&>~*pP%M07uYSt4rJ~(k&iI&DqvE=#@%n*QCVVdP)Fnwd+vDDDw|?-ExSS_1#vA?p zwA;uD8{RAaz9C@#BE#H! zp@{y_-VH&-aIJ(PEV2+k<+m<3K^;Vfo-)2C5-DVSF6Xw@J6sjTbNm;B$bfW7Ia_30 za9{jvU#0BQ*C4XunuH-J;(r!Jnq7Sp1R{kG7RqV;`K)O!;tWSmdp)z?-#sV#0I%;e38boT zw2t!bfL;!Pa$n#xk0)PAXwp8?I>tB$kjc2kj-Too3tP;;lcZkC$6B`pwZ(7g)|r}he9+$u@#=Z{fMSfU1XSIxwel{n zL#0lV`CqEGM)@{HXCn!<>d&>x%)f`aJqFo6wfxIFzN$ln;`hE1UiH4$I_+^ESnoTW z2Hb&GH+_%E}_)yi>=dqSBF6R?>xy`zRjQZpTYQykAmto zT;Z2W4~&Oh^4wWc&TjwaAJnnSB^|hs3S(kBTfz_=6Y~~0CgVc4n}JAD;zoUuNHXKQ zD_^^(pvXWQy-^^tC|y#{7O~f}L6NfPX$L{1!&M1GP=x-@^tG;!K7mO6{SWL!B1ae> z%Gfw79z`1WaM=qY+3}Kcw#YiY#we1T7F`!a@=r?`f+A^?a7LOtXDfh6a;vs$MIsT5 zFB=?8jYg47tBGPg5Fr47Nr4PISGIt&mLLQG>9#F4TyK3bc zLqsxJB7syDk%kzqMX%bqd2=Dy%ny*zq(vlyLHkfHX>iFqAo;ErCXt3g3TjCD)S}`v zM5HfUB&2_eNWX55D}ackzf(dKjz}3Fmf&bTGPPd|3wy&p2}iWBc@fF*^FN{d}NfH)6BCUwZ!_2Vh<8K+*Vg;#^ zdMOdf|LiK1zX*yt$1Ne9^GmS5oz#K38iKcspE`aHqibZjXRzc zb$eDuJEj0ood0DSPYRc1jodD7mkUK#oqHE zqO;Hau}I_x<3<0$7pXU3&rPyc0};zONjY0&zjjL$IiEOUCWy38k}w2CiVma5kK`tI zKxD7n5#@G&&apDao7u0_s249|7G^7g$eIR{a<<6uUL8;*Uhf6ovzVeGVF-%&pG6Ue z$uqZr$iS2`W0A;n#;de%4AZy1wL z@e+pMm^i$`G1)oxSW^&*EkCC$rT(>IMA1GbZD&AuVN6xN^2gUUnN4QE)G{ z0+9&{5{96N%r_M2wATY8QnX2}M3G1W<0ZO&-{#|tRAed`z>Ihfkd(7UbSyieNW61q zTM#)qOu`Tp$(0`jcT82=wvdAvd2nR#Q;|qCfH{1lEt>6(vpQz@>M)jtR@%Z(_rsSB_M%h zp*6_~CwOu~T0KY>CIgrd@>EHg*Z_Zy^&j0l8j^+5FbSlpWYO|&0(yPF@$v`cf!AXt zG-=7=h8OkK0@WU!76Hj=vM`A>OzlT~7vy}4VTq6|Hcyw3{wY};Nb`<_WbwvLLKIFG z3-e=ewCWyNxDXchEN=-%w6J-};_I|kxCm@UrAXzNlB>`18 zS@15;_{J`8NEYY!OQ=;Ri}dgnc$MyLa!*0BI1(%2RV!H(eJjLdp}F&UEVMe06B49g ztFuwVR`)rwK@22|foCO@nk9={J!a`Z`}g{pA?}*H7%%r-8%VwDS^K?H9IWt-ikVzF zyZtXZM*UO2@e50J7?azLB@Dqa@ubG&+DWegAab+s7uk+~+J7+PZLHwUcDT(hoU@Gw zku$?2-$qAG&1VxH;P$byG(-%Z8*UJhNiM(MvX0Jbo>fjO6 zGxR`2x22?5f`m z9M}DiR^aEn7A%v11R_#=6CIr3w387w5Rqb5Ga=;h=xuitBa&L=oHU3?R>2ZTRT1g? z4|(+3(`oHP2sS=p5}LG#l-^JeRBHXs6*^ z93d_1E{!1~m1Rg6HH=8nitRHYB7M)2u=o*a)2sl@4DpLsoP;f=e@9X;B_gH8DdS#U z-YvTXBGR-138=aeiFbLwi?`#=mn}~v)T$#=$?Fi*O)fV+~kb;?|Fd8CBtk-k;om!~rb8=}Z*8~0ogd6g|;2#S=AL6O}T&#!Ov-jJRX<$-NNJXc&z(e zh)BntN+4B5q<6n4ugdp_b0FAcmq=*RBGO!AO0J+|dVe4#y%Q#phGyeq(XgL!_k$3T z23AN&{}hqlpVT@85y||!geV-5mbRmw^fTW0EfscX7ulKIauO|UUPL;%n;NGDao1V^ zqp1RmL5|QK^W8W?wND-hgow1UzJyW3h}67fw>m^5#U>IKKO%jP+k=@w&e}EuwwP55 zNxhVa6xu}#_v-FJY8@dWWweoisvD7bm)ED+kBe{@skD=XT6IJk5*dlQ?K+OQ1`%n8 zu7p>uh~yB`4kOa{Vx{NM>W1}{AO&09;;A@%vOWnvAR@gsl~8IHksLPrZ-w^X%VqN# zQP+%`%WwY;dsFSdcE8r$V1);IO3K;ozs@ZM?6>XRW&6RHgf5UU1ji(J8ji`vH_Blk z61zJuK_n73k1w*jNCVF?r{w4a5cv@+DQAluJN^qN*TOxqD~OCukT3*A9NbVOy|EGp{e6ii9C3qVI(wHo1r9 zg2Vpv-V|L)HvrXR+^=y@)qbZd;t(G@8mJ$E&Wyv*L z#b2KYh@eY}Kf0KY%EKRkj6KgC5xG2HE-Ni2DRt4{2+l8PD?jR zsDD)L*=d1)8)x280wh}EyttHDRu{+WOBReFj1ZphZ4Y>w|6F&@FKY^uAF~38rB0yRsa6-zkrC;Si<$N(fBNa?{R2 zC1p4hyj`_(M18a*fN>^-Ori3I-pm{Lr{b>q5cTXcA8kZ|>6JcCTmJkrZamfw9 zarva5x*c3PTg>_{aw%NHaOrV?`e#nzlgmHh-?}rbiF&rndfBJw68vO?4!ATNOF#r& zlGmV1VCQEy!KKO3)1A8f2_3l`7%t=2HNYOU%g_NoSX!J!)U#bC-g%BLr|#EV3ofnF z2#BCd#0GTHxa3sHQ0j_)d3& zw16_VRz1n}5ESyTxvx};hs}|P?VdpH2vHy?Rpk!D)E0PA^OcgOKv*cQPvE5Gju*>i zaqjiQVl4o5>2X7eAB`dj2TftSbyXz*QgX-rC@b8!1CGXhh1`+TgdkNncknK- ztzl>aq2=|(uS9(``Tu>ijZ$kRd5<~X-u;ynWE;t}m2dor z%Gl25#^7iF>f9yj*=IufnMXJ-!we1LVO)+rA|Qg};z^Cmj5Do_!DW_rin`99v-(IF z!zF!_685-!_gDCt)qP8edbZ2k3zSQEpY}1}ayyWK2)axR!#P$li2npGpTm?aMJ^G$ z7%p>*s82d|)yy%59^@58)U#cdTqweM853`O23$5BAs~V-=DW}(JaCvbxWwt$&Jnq6 zjbON(u1)=$w{gENYry5bF;UNU(N%tfE<@bbbOV>(<^)90MLPmr-Y$)A4lc!E`*(_5 z)LjYs@GtV=cI>JV?~DT{6nD(Pd=IasJ@)DV~4`x~N8>%eXMP>(JD-b$aS| z{j*=*9+aA)8t$WlM!A=+Ii#OaMg)mSKV&aiI-JTFckW%70F+OC*%b2NT)X`h9-N+P zdx9WCl@1^%Rb?p0oK~2jhQ{~73^imJfun;D>DNH#E24JK(mMeeO3_9Nij@3)^(smp zJRG_hGL(-Uf%>Nm<^9XA8)PW&=>$?ZLs|CFLe0I#%`#w#7q}51(GurnD6QJ%2wkE2vKseBq_sLy@`q=p&l{qARGkfHpS6EJ>;Iz9I-CW?3WKDLML zR<@P^NXbwWHSBQXrtC3~gAA3hnIKg+L-8&!@95KmxgmZ4fZjqL_!!k9Df z`-uAJk3)=u)(3 zq#C$PoO3H(N7S7A%e(HE1YVA9sp6zn`>m77ie*8lcxXk!QKm=XFlF-Gz z*Yso1)K5f=TiESShB|&)YKF4)ECzfy@Hu>Fla5PWjZ5jbfXDlfbYbAjE>TfG34o*@NA zN~T6+q2%}$L31HPg=P_`f67o!%U7<33>AKhKniE5A--)<^PR%f7}&1f_X&__iSsg) zQN7m)Io|*AB7mHG%!H7mlx;-at^4iV?gnJ2BQFR@4KtL&8^t=1p^D!SFn)&WdtVN> zo2-@mIoNJH$_ap!3^o0+ix^cilqNv(JQe^K)@rT=zUmg>g~dNk9b0 z#s4ghOWNDvMc~pV{=j*WOF}BcWrY&;@8HtddpE$v{VY+>cCkE8y}N8b#bOz_)XN|s zf-bJ9=(6Q%9NzD^=Kk%K$R+wB!)0Q9YF=8;&Km?Sofi=GY?rG~D3>kY?;C(it>pwn z&}Gy`blK+CJ`CpNeg|s}-9KmbuFDLUgJXVTKaKmbyAHTy=@Ip8m;1wVaE;w{?%57p zZWt2~L6=^a(Zy%h%Xi??ef(}qkxOtE!=Mhs}fxwW_w4#Hy+cHT5}_ z2-Fh82SD)YT93d<%TN|>rRbOP#Bmd#R;o!sk&;=BZ=+;4^@(30Lq)eBQ2&&nG85o?D}xLbYD-|N&QOaNyu=LUc(-ML$WVcn%bPrg z%VllqtX|@zJ{=mFa}iO`c3C>{CeBNn7v&GZWnKvZ5p>DVLl@uM^6kK7Mq2nZkxS77 zhRcu?D%*A(6A%S1_BV)nw#(#m)bC&8ruB3Ompb+pxcTCo!?rpfNQo~Pzv=3ub$iwEt{&GBQeitX>Gep1k z5R|HN$97HX6m`3p+XBLZ+W`V6EqCYyJ;$?j|F1QgfKojw1w~3)``$rG^Lxz-Aa~q7 zNud5IcU-qQ{~dCN{}}=)oI5sL>WG??FS$O2CH_2(0Ew13FLyl9E=0)fkb1cQvA)8D zkfU@oF&jte+t!yqAa{JeK|pGlJBIs&u7=!k_AUYA=Z@TFt#G@Q9q*t4+il820w5)K z_${IyWV|@=&M?Rwmd^-Mb#n*r0+S!+zQWw`iojN#J8r~RVD9kyHGTr*j!7Q~V6}2b zuVvJq@JTTZD}&y*x{_cD_CB9SI2o-i|c~R z%CC)WMJ_2X7%oljP-k_wjLomWML}LoQqOjoDnqT;I}fKBgUdD*0wUa zfJ^@qdyb1-qTVrF9=@V-f{sJ+FmO3>o~UQL{Ps&l7mK6)2Ex49T_GTXE`#5pi&oo| z4baqEWvKKq__Ozamr2b~@*AlPHT&X?1jta`vI&wvh8o?R8XKhxvjc#le1}aT56)rg zpYY(Uee~i`xOX%B0YRxMLoKtWzS%UOl}vvKKDti{oU{z(z3?&im$@69Mgl6OR0@ie zTzUTiO8R6amO_TA_&}ikDMQukzfvDE)Pb)AQaD37cv4?9y{Ygr4VJjPY(2@c5-o9F zhKkS3$FT|-=6xO@ZR#>1)%MWT;8?2uKYxl;64E`1@B@V*)*fw6E`at3rlK=tE#?mZ3sz zzqExjA+|hnh^UW-ePo;o!PhHrtuLG2s}$Dyt=~jF`%Ktho4TjfSam->6R|{LpX4G0 z$3_1mj*Hc1zeV6usQPN2$YsN4hRgl~luPB_!~x(U--f7XyC^4}$2peGIvoOYT%fzu~+TeJ{Y@;D7rO^=y}}F4VkOy1BLlm#HfW zh@gwiH*}f&Ge{ffW!b_TBA4=?43}kTFVSUXn`QV6k>NU`p6#;max%`#k=>W@KGehz z0wU;A@)KP=3{I{GmpwV>zlmH*me=C{n`7&tAL!CvX<;R-u^t6PJ=-O8DV3q-@4aOY z^U~!x0TFhQv4Rh8-`28y3QhgyRjsw%|756)m9?b({^fF>`jIIA?e)))ell(mB!LX| z=@~W8-AAnT07~!!HibMmcP4(pgY)%O`TmfhET0gRsxs6IbLy^2(b&UJAow&ZA#l<% z)R8{ay_M*@LHdBoeJ2G)N-B*gL`jn#&+kKq+FC)N{wYHZ{xCclGL+sA0x6uKhSced zOZ@2KBwtwKBWtyhEGy9x=VhppW494=3-x>9%RR=#$B0U0W>J^`s= zhH`LOyBF?5T~Z@p{0y~vQZH;B_Tv+u!*=W5k^o4_P)fI{mq9kS-Jk;*s$V;TRNV~4 zyTC>112;p4`v2d#mP}mL8EVZyMKr#kBc}=(YLPwxtX75!TS>i>-0iHxDd>GN#spKa z_hrap?~6&PaDoiw)R(~2EJO7_c&Qbf3AK($z98EDd|W3J2*qW{&sNL z-iN4XyM)D_M3QL)3G9#Bik4*-`&2T%h(r* z*TAK7TcV!r@>YY&gHvOUtAoq+E(Ao-<%klx6s%WU3r+p>s5Lnvm$ji%GgKD+2Vi4* zl`e$z(|Hm>639@N*~K_E1J2*aPhNGM#-@-5XSZ3E7%w6w+4q4Ab#x{{sVYN#e@kVk z&CQ-TL-2X+N#LYqsMj*oy_JVgoiYLCIbRBjl)T@c%1|exmkxmpRck4M`lk%_YwB}4CN9|Kx&wwK7RGt1R3gi1Oek`s9y^QVxsVG_~jmKH=AezASFW$tV6w|quh8- z1Z1dYaRjNl8H#s-DvO_)Lx!4=KwzuRP_5TfPfevKZ`6bgm2-vwRx3j}T>F4$QnBV` ze2yVFonQ*~K1F5heG1QCKY|Qpc9p=?EJK}txbh902}i#~eiHT3h#ibGLG3wpCM+M| zihmCvRDPeNo_!|#+(!LH$1erT`@os-s~!On9G3_c9GAB%hBO41NuOS~?(yfW-nyIN z(ns$T?%SNYwKZYi9{WYqvt2&cIfZjPVWTd-|MjKL8_7iox@@hFE<=M{eu0Z@p~*0j z%bG}rOTt;|_pi5~CUgOp(3eC#+oe@Hm7&~!4BZR!GV}uh5p-FjiY_xR%H9E&eF|$A zh+KX|Fe()C3kq>wUQg(H3tSeqBp`w=iyNWKhI=3PK_j%f zdbvl>KWi*IT59g-KAt+9A87W$XNVTuCP)IgV@SpW9Gi1CZucR*)GuID$ipVZK&C(3 zk;-0ma4+PJxlaj7Rk@>`8uiio+BPlRF)Wl4IBB_~alO0fSK$7n4xsjxNkNg4CW+KX z9$(+-qXxO-=NAI?Pq}04&?dQ%J7&sWk*o&c+_7va^*0vt(>A%n5;ssHK%yni%N^}I zUdOQtKXd_a07W)pLda2idM+Px$M{!CT_AU?ZcadIm^+?tRcr*gL!m7J(|jJN!4v;KGQ%pw$q1-<=@@Q?U09SHs>nEa$)p$Q`>z6PTLij-h8J z%fgw^sC&7wsE?NYzmM{sAzExny|ZzzV(d8BFd==2diI%6Iq?Xd2`~4*eu3jMkbnq| zizhWMhR-cKflL3l-JC=&&yO%%w#}vPcT8D+$P8SDePFKJh zd;Ele2)YbwjxPO8YY&5YajILlROFJD%y9XgL_LdJT42xvT#l;|^=y|F!>RppR!-9k zT#mIQAc8LDEzl)5yCMGm^=i`kg+_leRLEJW8R|+3^|11h7hk$T`WfRykOVT6>D?k+ zvmW{wYI^vAdcA8EW1p0x6uK7WwF)=F!Q$ z@KuAftprH4#CaKN+On$%xvVucANI+lT}%i$N_CeM;3%zXX5a!DYQ}y7Qo{^Y{K$SH zWT=<11dN}d9M0NfqOe+6ZUh;sK>`7glA-LUrXk7W)h>O=Q2u8LQgt&F?*i|=50!@u z^)sEoR-K_VziHuh29#w^h76T_g#cD7L*={H#f9N=XrCh42u#f~l+}k;&)`fLx4&YIsE;P3FwTUR5!7!+8=T6NVXeP7Le#U*gl})?`yKC# z@!n12Qv^hCTza&^aq%CPkMC;lJ>2J%$R#?B;qsx+3!I)|fn!>N%i<)Wp6xRFB9)8jCULE9COD;mtrA1qGxw5zJWN<0SxL(ir&siOOh2e5Np86)q{D519;Icf2sAszz zYkd~;U~{>;hrvbt0Ra(oQEiVd#~Z|L0hcnPX1zr&0oNHWPTQ#r)!@s06L9hAPt>zr z#;Z{CqS$@WBX9{GN07Q$*=97q2!CNy=);vPVDCkcR*3}xhc4M|2u&mTdCDmp`us+*yB z7Z@4!VJBp$g%=2H)fvk5O((q0?0t({Lxy^Pl>k;NLwPo;j|;yBT3iiHx zRPUQm(bx_$RLp$>Q?m@^zV<~loC(Qwyzh$oXk`xLOqk&J43$P0%i*`_@*5EK>@#8H zhogADHB!`n1!uw!4FV!KE|s0|ObB#qj^9+8)FoB6*PpZc&25HDchfiM;#<}WzvZ~X zh^S|~D90a0mnLnFv;h}CGXf&$@}@Jo%u5b!1M{-NvyQIFrRW~RrMwpP9S?oQP=Dw_ zn->xFY!_35ICME}qJU?$`$_^L=u)JEF5jJ}lz>aH>gY)#mpcUvmxC9nc~NPgjo$<4 zs7chbT}})*h%T1bg2uqSsI?;?f-ZNup-aBK@>FoKaEuHTxmz2HuE7Mf-YC|(8XJ&GyX)fX z>sR=e;t;P}{(GurnsN*j#BINs2uXWJB+Du|X$WhY%_!viN z&BBB!kfHiI5Re*Xs095Ty&*%*pFzO*8S3&6KTH%sr_x=qm$}`59pw^RmcJg3I zKm7P<{6eCheJ1?;z7NlYw)wZV!TGjkB>@o}mlOjWmp7qfT7b)lsiAfvmt!v(F8!}k zd9ZUpU6c=G~qS?)_f1YM39qRSBHmQBDVzQe;cBA2Mw43|?K zse3n_l)~D9OD}z*p6#OElFA(xeFJ8JOSv%t5p;>_i7wlBd*QvCMrlBP;e4?_;hO5U793 z9Ra^`l^}N*yd{vrxnuBlDt9b7{%kHR@xo68NVLRxxg+RgI*wJ;hNkHNar@4MkfZcz zIF&n8+zaYM?l7y>P_n>lm^)m`lHDP9m?#o3e(o^Yv=UF@e!tHJ!gecCB>+-#$J%v| zk#u%r>=VcxUK#|cy19dQfv2Q_jPW|vb80__-0`kG0jyT;@F~*7 zg^?KK8U%fOepiAi*!%2Fu=lksTH^z`!`P6()GT*2&>ZIj=iBSzR!*Wmy5SS!ObCBY zz4scr_QG{o>jTS(diI%c$SoFgN8KFbu`n);z7i0@aoIqPOT7sao7ymB| zm&d)R^R2-qU%Yo?HJ_+wyKLKb2wi@g4H*V5yO$9VK^K2hoa4le8}YfD?V86^L@wpu z7%tOuse1$=*$ECXFLyf-^=y}NqiA$#TRTc0UAhqvK^LFC=yI*2G2T-%|NN;$G!T2QHxs1Vqrq)eK#(=5E8k!!h+!k0z#n za!26`IsP+uKetf(#p<_n2)I1{Nz}7l^55@4m;M*mWP!`3+C3!~A?RXffiBu*pIo7- z2Y0uQ5V=IHl9TohecaPd*x0%n#^GPkkTWAl0vT$wE%ltT>+rd*ki;%qu_@%inSV|e zpTjoUeZ3em)UHtkrK$|&97|=WklPasAox7BC2-O*)TZmyb1|dNUyJ}$t!YwFq-3qa zmv~p=_~_eT;NDFiHv;uf8S3DM-d7<*o%SM-!Wk-gqAo6m47rB*s=<Sie31qMV`u7(WtGM2zrouOQB_rvQP ztl!BFGStlz1h85e%IPlkxsGOcFBC)X>wA`93iiIJ{@DA5o_QIA8R{Z|sab|{{aN7w zxnn}xka$ra%?)In30juaGZ7ySS#5*0zFCK;XP*hDdQs01z1XX;5XL3Qkbnq|%P316 z7ne11*TALmod*RXmyC4`mobG8ao+|n4Z!d01r-tXY?q*P>fTM_q$OLyCFL~%5p)?a z5M5Lg+RO!)Nex;n^!amECvRf7C>?x+E@KDO)qr_oQcoJA8t=T z1YLSrp-V{1p6cLIx@39}k;{<~hD%8X_5GIbPCoc?xQ6S9dbUf16LlYIdas^cVO~Ck z5D-C^u0zmerE#e%xEMc)aS*vggfd({1yO74SCeeawz+SJdbW$)z$na6F1~s9z-3tl z0TFc3vPPGenkVpve2Dy%MfNCC4 znrpBrTGh6trI43{z!>RFYBJ(KVr!GiikJ=?|LVIrPy&zg4Z z0xr8W2#BDI!bo&c`M4bKsl}}J8ZC195y@~Fs6qXf*JEJCa+nvZ5Tc&#l3I_NmnUz% z@jjIPP68t6@?#XbZ0eD+80JOC;LH+{OW6U2%jFN$Z#*Rl4IY6@pea$$c3IzKKhBG; z`Ry+-FJmkTh@eZ^7<9SQXVGAAiCiHYD{^@r!*Dqtorh;b*Ox;Nfy>N|L_OQ(nQbJx zgewJX2bYoC2#BD|a~pI?d%f%+H1+Jmm$mx+*)MUiQZtm{BI<>&y2DLnApLAiBuD}o zYR5I|U9ax14lf3ZUMibH9-PBJQtz_Ow{;7F45e_Hpj4HibRX;BgaxXPdk?|q&!D^?aq0?K;&N{ZkZ6hXGSt!?DG1rWGJ&>>VvX+KC7%DLsc{+NY%|y zybEmTy8jYns5easY}FacGJF^sKl;(l74Adr)gpk^%1{Bl4RK-Q`k1eV-j}OQFa>*` z?l|myLlc{rL57OaConb3P@bK1FTj~#KOl6FsE_6!Wt<5;yHWSweKPi3h7F@Wil}Fw z2`ycze^+}JG{oGo$(Dc!j!XV{9G6;kx|@T`(CrVsL@w8lGh9v`p}y&I&vyN5aPitt z)U#c#U8l~sK*hoMoS4lK0wU;geImLH8+s0(?Ygr>Yp=*9?G(c$<}H<>vb0BMf=j10 zL_OQ(%3A8)jg0ZPrm$WUf(VG9OWGuKnU(+G5X?*86)ssKmxR*{mvi%|`x9-nd#wZ) z<4r_8+eM}sH7^=Xdprl1_S*@Fpi6=sy4X#&7!8fE!A|vgW`A?3TyhzvP^TUVz-;dV-)-l{+GbP;WEM zy1GFN!h-f`0w*nZ7`bL*%lw(`UI3`DR4FJ@@|I62o~X$i?%P1_SbvE?{ZsD9ef!n{ za)(+rffUXi-gBtjG4MfDPgvsqw+WDFiSu&DjNNB&tnMb<#J|I_;QT=#ssEjxkEi*K{GfLMo!H46ZO&PbBr?~g??7W`F0q7 zFXG^IqMm&wI5|>1s()Ma9pCPaWT4B8{e7wxTDEIk;|@hhD+ov>K;L4 z!vQw1`CAe(($+^O@eUtYs^;4<M`beNkOB1 zL#f}t$~XSR58X}7BI?;L{&Li_{$+LVPXd>Zw+M)!%Yqr`a&pS$_0ZIldmCO9xg_UE z%}{Gxs29zLhkI;+^iw>LAPHnBQ~Mh@&ufaq@D9+MQEUo%aQ2&43p3RIsqt!%p_)u2 zC{<;sl`&L?@}JPo4}#CbsRT}1hARI-z0)+Y%ec*eiglKPA|;)#Q5mX%Ve6idp&UI3 z)IVjY@V+;cAwzxfB9Ouvs`fo9L!Gnhg7JFEwQdtFLD7QcYQo{`OWpJf8+`FmVK*0DJ%5!QICW^GWTkK%F_1{JSq-3a^ z(Tccn?@j9%3mIzhPJ&e348^;^)2DV~hPoF?V5`nh7nj+gvF!GZVUVG`q6uKNGF0@O z{Z5OR8D~PH zvn8lx^3hcu)_Rk}L_PaVXj(v>Z;3Yg%V1pIB@ht7aq)1)aZws~2LBGns2{$+MJ`2m z7%rFRQP0RKWIV!e20GQ9FR5p{guaf)-zLmX#@K>O>jnfw(8a+GU0h0kHh{BQ!7EM2 z;?G%qC!gWcx)pUFYVpUIP?(o}ONn~6%bwv>9@JVF)(KpWuO=XZE;b(MvNC7f0&v-A zRez$$jj4C1^f-ZeL(Z%cNoVU=_cTO52 z+yBoR`|(6-hWhZ5%1~)r6E;DH8Z(_B31p})Zq(Q;Pu;Brl-6!+3VCp59iTGQNt@nE zkfC;Z5|pYklus&^p)U7+{}_VLU0(txEkk*apfc2K)#JSYHDZYr6e+o}oXSvB%sOg7 zhRR<_p#CXC?YR^+4>DBQIsz%2p?2u%emLA_`J;oNVLRx8EVXpB!uV}RO|xC z-R(>WIZ7**P#Mb8&e#z$)Wtmnq=p$P%xG5K4<{xX)XiY{*dOQwdCxt4LINQ&xN-T_0eO` z8D~O2CF(isUKy(Ry@+9#iF)>#P-I1&Z_c@+ro*^2%^@IyQ%!E;l<-_Xpi3Tjqd^>J*}$?Q%|&T4PG~8ZE%3jxzxfbdgzzE+;2?lt5G0 z(6$+B`6olA|KCO2)V&;M&en6BK7F2-<8;6NN(!=#WZKGqx1fH@^W1NE3)0UeeS##A zp=u>k&)BRr3dAo$zBFc2$b)lTWF5Q@<$o!2C}gNr{Rm1`8ET>f^>+JH=ONY*eAW&i zaMCiAhtdV?FY}ArnF4CJwGuFlzL~vPhLTk6krQ|!qrOyrOz4L~<{FlML4Le8F zvt88usPk>bx8X}*j@w=$Ac8I>OVH(7OKUlBF}OYVs>r4AH^ZgrGV0sA#dkE0fs5l~ zqMq$ywuG7&Q$^+e;BxaN0TFa5T!t?F<67B(%Z<4wDnu^1E9Lp`&^JDQ4Y$pO&ztZg zEl-vZ^=y~WXzCsMt(&ZT!KEaSfC##j_@hgUhON3oBRt&xXY7DKxnuQed1<+$xiXbI z+_SsCgWU1F8$lAt9d9+S;@JF}wB;%Zzx@r1ooV7q>EBtW7i&dVJMZB8NNQA6`v0GZ*+gpi};<3Nql zJlo-;A$Po-O+adxJ8nh=b%NZXJCA_zb4Q~F$#@FySu=GFY&ZMG1VBpe_*_Q)VIw2E zG(X54ngIlzk zcXUY~JsH+|x)D*&J`;N9QqL~Wk{f|%^>Q-;A~Y^CPpNV7bXp$?=i7&X)IyO<@_L3# ziROKro?od;e}l`c%|t!hWvYGz{{HpBb3to3-^PR!5J8v16*$MQKacDw za*5c&a4Bm{WvI+Zit5i>Uj9U6*Yb2`+`nL_OOj{w;N{^VhhdU|3_b(+G&5%e7VLvQWNXUuf!| zd`&-!T(0ksnxRVlsTW&4?pn`-^s{>zK@!MNR~BdCnmssfi9b-51+ppR!8!6d^&Iw* zYe7vRL$%sSP^!vMDiu_Q+P!>C2n3(Q+X$Sr3^nBi^=+L@orenmWwKieijU}-x4^Dl)YdsY*ROxMkRNV~4yTG1yFXA9WX+9vZRcEM;Zx*8QU;`}! z$WVq)2w=4`)Rmo6abcK^Z2JRxpF=6Z6zqL70+Ekwy)NdI5w|H6IEGv}#C@8|kF z-#IgLf17j8oW|f#O+S$s*&HgYtNIkEZ{EE=$d9e8)%(3THNnJ*+0Sn@vkQKQBYOyG z&#wutwV8Vpowi0yf_|B)M?ysVC5h>muKsVlfF($AU=M-i_X!S*;YsE@0MmZfz;D~u zXhPcaS*9B^EXk^-O@XC>CJ7N`xn_sg*yNineq+vZ`|f!HOUWq?OW$+MJ)`Dzr;LX+ zDBO;;=d&cU=iQk3HcJK;Cub5O$`ZLBS(1AU#b?U3i*MKoEU)}IECL#SU0z zl#=#*mKysQxBY%^t|74OkxTviBScv)9YB_@>nB*j7#rfN7ACOdoa3-qvG1~3kDGuF zwJnIW=d*M;&g`kxQyAR>SeA#85K)$3dt|wk+~hkf>T@T4o;9v=?jH`8>QGZIGW$@M zSIjC0`!Sh8l0+OTeK_;|s!5aG@M|6o7VuMO;dI*1-2bxwTHG8QDrOl;smh_cD>J9+ z^wRD*4#a1d8HtnTP}*0RvvriOB;Yed8kSO`D5QNbv%}(Lw%`;vRFD;k`X`49UXU~v z9BP0Ki4=Dzg#yN*k}D>zgX!wvK!SuJF5ytE3@&4-Y_~|^3xw=G!VRIlG+-suOSTL8 zz6XbL^CBTKI@Fse$3Ngu15T4LNr%emk&H&6rRf_4(=GBm36SDYxBawm;;OoR-wzIT zE}SG)*P$eSV4JQpe}h9!xJF{DcBtiQdyu$>MdOFyP z;{|YC>TV_N`79~(ym9a5^HenxV0mjtLPS}P9YmHTR&Q}nZB9~HslXBt&0$gMdxMAsHv&9x0J~!{01=r<- zak=*RO7HN##$jnXDIHndmR-pLmK!Tbdp?WrLFT=MEk3Pq9eKHqgov^@9YU7)rRjmN zsJ|Q6BtT$!@E^6?uYg1KSxw@kIn=Txj6?M-ef|NWI&6>Q+3M)AmUaHu7xNSLHU<;UGdqsU8i z9Rt&C@HrA7#i8cC?t~NfmuZKZ;812EB&oU%CGi6X+{@Vr4wV`~Vykv2{aUt2+$r?u zPjD#Ht0b^m4pm~g1_wr@LMuEQZ*3CE6kYp*n6+-xE{57qWIiIL5r_RY1{hMMr@ zoL;)HjyflBYQi%GrY6+-VZRW@`oVD0o?jC}`ZNDmUwvci2ldVQDhUzom;KH-v^1O& zf`O&?M!R1Ei%klL<@WsyygWbmx5;GyCYo3^(yzQOUKvuoqn{mfljzlsGrhqWHmxN|BHq#7lKFns)zaJe?DCFH z{1jSje6BOz(Wp3~4(#3Z+DTHX@{UvCjCT|&ymkXw(6S|Q(!8T0`6|vyE%g^CAWGw) zlqd?hWOXrC)UJu=XO6;@+`%H{%^kCM;VE)3wPd5+n?9 z3GYaE4#mD&a`%fPgzOC9hR|M$+RAvxdC$aM;2p6SNr;Tz5i+mIBJhrw2ofgg9fOQA zu?qkA)%g!hx8v7HfE4fe=%j-acdFI84&WURl1Nf@y+h&$o;|Wi6}-dgHi@m;J6@(R zUmht?o16{ak(5CKtK}WezLq#Jaz}=agSGE%4#^Z-`>YLIu?y8z-`RtAba+N$Wb+Qi zR-2|mO_(?^pqa3a=Kr^jN<2dp`HOj0rM6}3Q!v)=jUw&&HKFI(YIfw1eSYU3dRU5S=k(xgvZSDP>Iu`j{-}HE@{taxsuJCsZ`Q?dJM3r zk02qUEUVn`8gCkx=m9Jx`+KezSW+KxSW=cTwOXa+KzxV3z>T!$v)uM#yrX_ggYLjG z;3NqVWm)EqEOH%A>;;y>%~r<+me{8pmiq&kGw>ESo7o+%%g{ZfJ)fn=4`v_g`jvSq z!1D3{2@z#6K8h^8SFBqOEMcy3HwBiE=Ny)^am-ncnP$4LfJOc!Y0qbw#Cm$J`s5^F zIqy$GL|JBgAj{0-3tGXV9(^i%)x=7N%6}==fN`h`qic->@mUo|;-ooL-e=}q zWTi7UyC5n&SxOXzEc?#bK}%ixL~y7&X(Z~O9O^}I>TqzVUiV3)xI@{`WgM!-vhh1% zh}V8hf`lP1;ZOrwF%IRZ*%+V0{_>g|LVHQG=0`NmPnnbNfL5JFqTxT#$x8J`=fE0(CUD5|9u2FC05OAo|H6Hw(xYczii65x5Z{t{S zs9%aCwrYpkSmuPpTR%>y0Eenwp9EIRp{%c2p+jw+>{uJtzRitErs&#N!mNGsTwKP0 zL&>!yF|s+-=)}9pP!pc?8opgvNBv%NYC=zcX746qVljTZ{mu~5o?jE{zh`Q-*I})1 z&@Y|zNQh{^O!dT}rF^D*8?bzwb09!q@p#8!@f?|kmnSU2bv8`?7RyL`K1<9)=03~& z{3n6H(#MR1h_XyNhAb0Cj5q`=w_0Ro2`r999G0XU=Dwt3)1i2#QgM6Ip3gElkYVZY zWY1w>iSAB9L|MjqArWh(FBZ&oc{^4a&%@5rBklPt>svDS zj3PAL+X0K|WD+9EGQt~K{OYu=4=mg3uJ10eeErH{2`fv&F&1vu%m&6-y{4o+pG9#T z^PHOb?HBIA^1d|*5oH;499cHca(M!a`iggkaRQ6qcc~6FCWdjSh&Ed`f&JY6Op-(# z>QyVIZ(4gWZ{k~(@l$Bw?5?MX4&^-N>RoWCdU8g8sj70Q(RqwRnNFx*0^*~tNaCb9 zRELXPv~Dkb51NeJIyA4NAbFlp2$$e{!gAPClC8P$4Zyq_{&}c4r() z>%(@u|E1oJ1PMc2!lACL48eIa{QX4SuN~Nl8v?x~SAq^TDjY@vq&U>bQOt+Wy%%hG4Gz_2EJ>=aLrMI=G@}{# zF58kxB(`dYdRzAh5}!}rI1wD`)>IN$Er*IOLTaZHD|u=csnA(^6Up9{10O*r?p zKRA@iA`&B;LzPZkw-RcC%2AbEVI6&2%BcxkTQSd0rpeF5v*~7>Chhq(VP7}q{bq}e zi_tp_gGq>Jzw|wUHDT1H@C;zN9x%I(L1nGZ{mo&Sa*}!OChN?wc2M6MTqf=LEM~VE z@3@hArw&}>3(+J*ltt$xvc#Whrvof1qXYU1EcdJxB=-lq<}wbYcY1GQV3}h;+Vfcs z_F=9|VNKm=V9A?KLPS|Q`5?>0XW#HUy*Hh|E)rOhY&b06yEE^J=e6v+6<8K}k@kF+ zEl-*K!Pm7t@c!3=(>A zi^A|-wjO3APMSk~9>h4*@c4I*;81cKq(o83trr-FGQAkO930AjJBj)yhx)m?eN%9# z2{t5B+@Z=M8HaLc`w2ghFx!y?2}4}Mp=N!)h^2Bzw8IdXCw1MpA+(or^O;`y9@tS4 z9IC|$5+b8RP1@CJHaL{e84@PxP^;w%&?t&pw-^P}?dEwBAjP4^IS<2$doH|*GB}h< z7)h$GLrMHVckRYuun*PqDv7Pyp^}<0UvFCwmKp^PbvKCwR?DG`-r3;52+Q5`9@f6j zcSxq_+Siv^`?S}Ocn1!(G>gQ@=1``gr!PQFSTys?AYmO1cI4EAw%3?_DD$N9-Z0kh zEg|jsH6d7osR_9btHYsR8m%TFqW#k3G!8B6tSmf-sN*WV{ z1(x<3Nqaua(*2Bg^z1V>3RqINlMqps27bu$YkL>`cKgn9*CPUpt1E{k-GK2ytLqai zfMuVe+u!zl7BgMu*{(}Jp11KzZC zGJ7`xBNpg`F~kldNh03iwwm#dU+W6-YaYw>_$jp5w0=Wp{HT;_&{7COx)anih_)1?@klXDG9mx6b!UL+-oLMB~d?(DQv7+V0|5x9ax{gZbr zS+#x&c!$M05-IK-u`QXeT#oMJBM(D7b~6bQhPZ@xC{1O&qyOgv$`I0Y7dM3VQoaGR zcQduzxHEW%vMmXb(L1IXv`Yf-xOI?(NqWZ+=MU%|R~z_d!gMopCjnBtG`f0;}a6VTbnPB%0B% zY$~jMDwj#7*xF~E&8&UFyC&=d@5qlLF|v8bnA_JwpeB^5Z?_QE(ck~AqY}>$`EF*O zA$oe}djlBjI+~2@&fTxj#(5m=3dW29|`UNhbuBl9L>k z-+|0~Mw5Dca{!jkZ%KPT%f;=?-i^DFChif~l#mcnmeR90O(OR$RR$KvJq>RQEU!*; zSXyjn_6UBaWP}6Ddq>iq&$7EUa2qsc3XwCA$~US!;M?YTRDfJHl;gov^foI@7R?~NYAqVA}=B3fYi zcwVYQdHOMXH>z94$Ad$SZ$^?t97->hIqUFxN@!C^S=NT1LJQ}-_srf+?bsfv;85Q? zl9Z|(Dq=k2P;GX#aRu>7??K|EIn<0}j6=QqrF9LWp7oOwMIld*U>xezy7AWFP`!tc zsDE;(JI4cdfJ2=cO(Mk|s@Fuup`!d^oM7qE)F(m05SMVMKiZ5#xeqwz1|gwF+z{GJ zzuq$rRZF9%F*wxvStLY8hcfQDbPG6?r7;PUbf{5nzMxUab*py|rdvl-5+KE)PU%d* ziCffvl07(7YcrBmU5AqRf%pGtTZ2P|S&-PO9jbr7lSq7}O>%E=sD4{XV6`0T&rnBn zsG39j#>3k8a~H`JTl=gx2Vob!$iF`g9BQ*2iIL5r48Ol02K7y$-}f|O9gV-psR_x; z(-G-d(^C9K`21m{J-;Sg_{`j!FxA{U8v5m_9tjca7rA_crz~UUoVVS;{nJ-Cq((r!q)qK*P&r%e_usGz+@_{ins*r?;vZP)_mS<}p(V-?RA7=y()qe&FlXR%4kTNuiyTRk|EJytX zBtVKoHFTeh6E}YCnxWuOmzI*G>N=Ff4?OC6E)*Q<$!Zc?wL`7ka2kmdw97KUp^k1K zfz@)TW9f%*V9d}}=>cosyzL}YbnR;%f?e2i-uYSJQ1Uh;MmC3-84a zQJX|gO<2*K*&_(;`JxX@n3i`)dwxxLw34X_8`?yBL%+1hCLyBzlEC!KucY^Q9>C{q zQ;h|d(i9F$dKcy$`t)b7a)G6*EoskZIc>}Asa;gq&Tkzx-^+g+Vfe46f=8jYezlb2rN-ENQfxQxiDn8aM;5b z{xR;nrNP>1l@3+*AItw2b?!4n9o!j*N^l?Y2<#`5=B{>h=7d%bK74)yyii4=FJ=x&Td9UOiThj@bvBuE(I5)PGd zlX0jQE1KhX#=D1eLufC((qwwcuU*@{;85RUNQjIMrG9X5JUG<01QI6cPzT${;dG0C zR>K>n+pk+BK#D_+E}w=;*5mV9gG2qyAW7AAD2X4aR_}x|I8^i_5?i%H>4u&~hcaBV z-US@$O+E>%mO~|dJAw}NUMsr+tbKWJNT%4@XC2F|eaecttH7cD6p7^^2TeI1a6D zu4ech`q$y}69tyo#~hZCVa!=_>6u+!puQW?Jt`7FzKF#CfJ&bl_hVyaI$!rI+^i~i$h-Gcj#B2ByrNbG@bBE`LDMP*(6NTJ3Lm@#Oao= ze_$YZ$NfAKAjLZt&YgovW6rt+fOoujO_HkX9TGp#s7`<)c!y;XiLKf@w4MZ^clb}S zEd}q${YnC>t|5e#tHTzkd23k}10OEsVl0{IqoGQ}B-B+Oz+zeX@DSuH2F% zP!rl*m9^Tsn8OmHz`T$AIAl0J$JqN8Y0qaF*6|pg59RoK#Zh3<&LknC zEY>l|GP{;qLtt4rzw=aq6iez&MocPW#^w z)hk^}6oqU!ld%J}lBV9UccYv`qW;ODnkO09fI|g5Baz|`^?fkoQ0)zGn8OfHenWzU zAui!iufiFJa*j`U4I$bexgoTdI;JvvH%3{dq2N%i-${s!4z(#N3BL#HP)@=m9qK_y zZJciX21Gc)bUUEv%T70Q%f)63mu<9IY`M~W?I`6sH5$pat7UW67?T3Nz4Qc!GFK%@ z)paO|A9%mwP&;ralV&8gYKMw>brBuv-uKoy;8300kicp=l+y|?bSTq>^YQ;j|4t-R zbnTPBhF#cUSF1hXP(6B*7}*?3J$Mg(hu$MDqpPrv=9Y14!iCz5cN7d=y9vg+?M>32 zUlX=(WNN}F-^lM!-{xhK5Yc{F%k+zj#_KSsZ$nl!oh`83E9bDd4`cQSR^6~Q0hW`N zq&=Ty-EpQ?Pde>C23Xc@Cn2INE8_4P|1tSE7Ffbp&$kg+l6KdYd_I2qeC8}i$M~kp zfF*ttY0qcrWz4XwRNwdjSXx+<5K)#T@yMbTeCs%{Z0qkEBCtg6_U_Dm%v14(>GrmendGM3iM_0d}T`mO#It7la@)J^-^((Zo^EbN90 z+oIjcQ^9@;N0B5EhkDqTc}9J77lXc#lB>^8p@nm4D0Ba7vhCq`aHuuYNJ>=>wTxve^abmz}yKM66%rj1qBZg~gP81C{~TE=LF~u7^1+L$hz;KP@-pU$SLLH6_7FbHWIV|3d({YRq zemxHVNq^){+Vffd^kdHUK2+}Y3s^3lBq5?K18yLT&%Ghxu&7_2zcNl>aXK#5p+0&t z`%pdu3X8ygB1}kTrdffbf{h<>)~{J)@X_%Ot*!XNq`iGIy-75CaKMxTLk-1$D>G6bsb9L z2Rd5zZUPSVA&$gW?NE7TSJ0uptF-?F4%Iq^1XjzTN_9`;0@`(XF22Xx{VvHAUHir{ zYhO+4IV#{#SF%WqYz}2N#T>u);H%#Bov@C+^5N8k_HxX+7g#o=K8*D+P12rU6M~yE z_l$B%^zfYUbsb5FXutGM#i8|Qn9&oiOx{CmJL~l%?BEWVvnafj+qP?uC&8OIiSjscz;sn~ zBSFFtui86Im6M-Ah?*BSg!Ynzcf8Wfz-O0l_>vGAy+fzy)?o0C)&V3;(mTc+Xn@l# z-)LVsOgGz$BtVLH{P0|hNn<-0t^n^?7fzC@>m3q5Fr~D9OYn|}7!q5xcW5<>Men%n zztt7I<7)y5td@7=Kl4ZLC}?x~2&{b#ZjnsUweKCX_C?MQSqk2fbdSWy<{igR&sK+8 z?ed|lm9UP6g>Y&@Vg$2C5M+317mW2MKS+CiO_+X^xi|5$)%r)!FB)<`|NaQkercYD zLreGa@fcuP{biEAz!DI~VYv~?oEaE)Fn%_$$o(Ph`7CwinD>n0NA|$?jD9E>{QVK4 zEb4cVMNiA96j+j6k8BcHydya*TeKLKCywv%+qMQiq&=Tyjz9Ab{ey^g*>GI~0!fG{ zOZ~gZ^5pF{IbhMT%snNrILC5Www<|)(nEdAG7Jp>k?z8%vA7Mpkui{1&w6EYesHvpDi!%2HSORrvx52lW>wE!0FaU?{P zMgAVL9M+Ya1&ew+3x$>QDjmu_L8?Qk?_(S)to%(guphJSBuT`fZq#R z-^)*-h4Yyw^9<3e_!EP{p-K*r6qy~W!;+-qAU;Q(Nt{d$wba}gUnSe;E+vXWN;s6S zTX7*cl>7-2^-m5}XnQvv9BQ#2iIl;iHfm+&!4UU4M}mYQUbRC_zG#5o5o#974WYdx z;ZPHoC?0~nn?I2xL`H}D9M(4x9V(uLNjlVo3^kl?a;NtXfa&(-1__YjP)*)#z@+e< zYj%S}-MLGWs_Re^Kd@PW-y?9S?s3P0-5K+##%^rHP!HkRE&oksj5k z@P!F8`!#9LuL)&c8SmJ9sjENKgjq!-M6_RiGyUQ+r*0&$d|S3OP+<9RgTvw#&9DT2 zo7Wy#o~AsbOh_Zaoz-f|i|9B~|G}Q~r7FhCcb67N0nD34T zYY)JC@F|9*J)h;(80Pu-*m=9~nR5HtBt(>@BokS#dIY=x7TrPLYRs>!)miBrmJ)g9 zxtkN+hIN4J(r+wj&u7^?joG`2QH{cH4(~D~A)+jW_mQQ2meaX?4{#_&JrXH{ zL#3H7#Lx8=>60K~h*#}UwX@IQ|4rdW+z{GJ5)L(T)zSOlP{U`D5E&gR>A;Yw;82Rj zBuvtwdTTVr>9)IlygE)d6A~cBp+@xEib>N=Ff56ntFs0I!-$dbfX z?NDYqN$6063O~&Shf=X3fz@&-{aohZvL}yLErGRfKaeOtEK;)$@1#y;fKgkm*jk6_>*^QBPVChQ^Y`86RvlJO3=x$W_60R?*! zBHAx`OuqylIA8=UdNEfO7gW~jkS83LObzB4qJCY%R{_hR6w;p0a=#wq9fbuIrf`kN z-X$TTEIAMG8aJ3w+yPixOsd^iVDWp#VHu{!Jgai+#rAYy`7xWc=d*M+X1wEd_Vh)- za&R#T5oO7Ih%CW=oyP#n*z`$@1Qw5%9G2eN%=?muwcpeQmR*lXdp^sSc!uT6c=vt4 zvhoE95oJlsL6*)IJ7a;xGW@usz~cCZ!&2Co@$`Gob?}+H5ecL{pCvGl*|+W0x@K2k zxpSL@h_a+SLKZi*IYqFjM>H%_HLjd5C;wyl|Dw)4hv@4`#-Y}?{XG=y$EO8J5^<=C zOlFVHVr<(bkfN^5Poag=dk3=*Wn@@W6&$K(SCS&LLlxKGqYC0Pqc@3@$)QvZe%%65 z{Rc{kqL2~}^&p^N7C4mUND}o=4%MmIw@7fP<>N`D3=Xw9_2^-ku0sq-kTArncBpr6 zx{rmBi8Hw&w3j3t>Qde^LvX0<1tdg9hiVae)fF5{%anvkI@FrQ&2hSgMY*}dbcd-abSRy!&lZA1S?wc% z)pDr0eJ&$Q zwSLd32_Cl0d*`(c4m^Uf-ZPuD=huW0pPA=<2Tb_z75YUfkA#Tzi(LF;99qfaQ|%Rh`{ppGlyl@m_%e*KE_-FSk`YO?fER83z_GA@2Xoi1{T$wBt(=YEEic6x|r>P z>(V!NZ=ArA`<=sL?9RMnIBBfWM_}oFgS6+fjIm(6W6e z!$LT$uxQD`O7D1CCe=GUnlawd=xv`-U<`@hNRo(m7_?#D|MJ}NEe=w`%lRp^*vQvn z_HMqKv={>3QBkY-FO|&R(cZ*+C&;#Zh@_Ey0zRJ?*P+Hc>)QL;vMtf?#862rQJV)ceFMl zN!9fZi61y=EInx7m~ngc}G_G6)Xl9-yPJ3wQtD^ zk}0wE#~Qq&-Z~N^n|BzQeW?L8q3FRGGhrRQ_mfi-wx445tfP{P#=%%` z{G7Ds*Mz5`%>UIBkG>fJ{qpE72@&fTxd5hLG?k2-1ItsDA`gKj=?{mcM=IkTSH6B) z4=gJ+NP9j@)B>iyy?&E(4OpDokq}XqQ_t`kE00z>3oILN_emC5BKIgtzC%AlnW@!{ z)7Dx6ON$4jJ)b2`fq90gsG`3oux!gCA)+ka`N-1YShIb=a(MiXPXbG@Er;c7UFLbH zvNNmZ0ZZsq(w@(9+ljd@M>I3>I~-wiNr)(m`*UP@{K~}*Wj6((GhYtYzQQb+BL>%gh8nbuPB}gR^Qs&t5Q)uC=V827J6ZhX|ZRP&|H^pSr zVx_@OBt>S2I%jF{62!;Jjl{|1P}hIyK7^>H-cq6{q=ZBDdKh~Z9BP*ziTWppI@UcX z6CA2t5Q&t*p*CN$z}H#yFOeW&h*#}US{fUE!kkx);)c*(l5nW=jdi<$L)pcX5E&gR zT+3%2(Jx4B)ed!K`aN{0v?Gu0z@f&zCxO*+D0Qn?bST@&DeqwI+wg^CimrX?FR=?p zsoM+zhdT0`#K`7Qxy}K4P!kjk71D%t)YXYo6RtmCp6@W3l!fOXX3Qn+`8DCpKBm5% z@yU4({jz^42@&lVd!}EuRMgA|mgo0olnN~ST{tWj@ou=e80TK(IN!*ct^0~~63PaW|4C~FRr_Iwr# z^e#b>n^DrV;@dPbtqF^#-Z|uJe>vh zW8z4XL>%h!cIN-Fsqxc{AjR+qKZO>~j6Tf$FU@m@I)X#_dy*8H9m?8hn-Yjm^hpvY zlSAce54j9cfoG&dQAi1gnpXU5GdR@r^Caq@9Lo5OayB?rd>Dz8!J(e!tj6zfY>pv8 z!Vs_8p&I+f)PQ*sew`aadr88fJU!Oe1cw@zN*4;FVLAzubg1Hi+Bn@b zF8??I)2-|Q36SDYCkNSKlE0CzIyltBrzEMm4khsecjjf9fI|hmBC%CFR6VmSbg2AG zx7EO*PQ53A)pDrF^~^t7{mzWJ3Txl$FC%WL5?FdE1^#W%XVJUP+{-JOJ;e!F@*9#6Q5Ms8 z$P$$E5U)$}fNwSeOMD=QC64_*N+(m*lfYs*hP3CiTv*IpmzK5$@xbz6DhUx~SyYHD z=QEn%H&lOZ)(aI_!p?J8(he~1(6`@^+#OhE?jh~@EUIl8hsu7EZVW7M4v-L0mbved zWv*X3-Y-_@?fq0>2?*t|#H?c+O8xDR;lMI^Bx%oQskfPV=FTkg2EH$8tWQEjS*CwL zmO3So_&wM^CMt`TRyx$h|5*ONsB@noQf|mNly~P*Q^0->nUf?DhuYMRxtF&(VfJ-M z8MT?8LJOx~ALcxOxr=n~fJ1HHNm68XsF{z)ID+`p-$&wPa;TcE_iliwhxSsUD5Qi# zEt^z25gaP`Fp2snhuYiEx(hf|cTW;2gF|)N67vLxxYbD#BnwQtz1HBG^x8a*O0vN_c2vGehpBC{=H9fWn%JDgJ!Zj>_5 zs`Oc|I~gX-(A}gxza|V(XKF%`UU?++OFMfKBGxZ*lZ$X@*-Wsp10O7yuM{b;I7e|< z+RR{BT6gZ=99T?OkoJ5QJy+)bmr8S!d%&`3JqZzI8DESnatk`I0hS5hCcP3^Y_4)x z5~eY_erx5Xy})89Z}7K0pQYU)hNWlu+Iql}qe4PNSw?+CmKm4!!~u&-?Gp`_Ro3d# zcn-_T!Hjn}TsA%rEb@&=dp^t1$BaXr=`v>`uqZSqA)+ipN|43>-Q)^b2sfW-87{DV zO_b^#L8}?>aBx<+2FBobmL!RIhlT>PceD1^$6t`*a*3Zpi%pY#%-&7+$0hB-J0?Vv z6q&t4F8(9lv}%_?;$-rUyd&3}f_K!pDJ6kUh*#|$`mU>R&WF9@hR|M;@D8(#P&M$5gC!(HM(-G&A#VcS zVf=%HNqR@4TU~IvS^37^faz98t`$4oxZmN3c67v~v3esjz&jSzCP~%x4v8P=zPH%{ z@Q#7?NNm;KaqUPhdPgJk(WAgS%GF3 z(ab)S$LF&>;JUc&AR(eGUA`d8gfqFgck_OI@ECz5^&W>sr<~FClJ@oSa5%Lcq&=Ty zO*u2hw&lGn29`$qNQfwl_E%&%HFezrxGrUlf2D*N(L3 zv#6e6S*C9s04&B`Nr)&*>u<t zNyMS-GMT-bk5@~cKuVh|ehMv|H5N0^Vc&l4xdt3+#AA{ovqRMk&A~IIE%Hg6Ob!*( zYSd(KsI!Gqq9~+Bl+rH}DT708d*gl#hIlLa(|?DR zFvP2Ns2i%wVeR&IFw!k5+b8Rc?1ub2@ch#DG8Hws1A*EaJuQr z8LGi_Tdzq1r0m_K^gDz}dV7wY1BY7Pkt9{up(K8wn#+Rb;84*zB(`dYaz2}n4z;s; zQZhKya9t8uEr%*R%G@k^*Qkv!J%@;k{H<>s$RP@c+W_A zrN5@Ij)vrLYQn`$%vr@tif)9!Sg+Vf+Vg8d`$5d!P0smU>Ci84_mU9Nerfg{hnAgB z!!oFEaxID{3M_uP9G1rmm}iJy9k>4sEX_KQ_I#F&8K?2No0AS}@T}s9?j%H%rO^*$ zd9cEM9I!;*9I!=T@yO?}D7I$2BfUraKwy#2BJKGscRDf8s?66m!S8>iJRu>XEOkqf zMa6mwvLsL6zT&V9-^85leNX)gzIWbo5oyn7Dg4a1?UfZvDqxHSt|TF%EVav! z#qUY)L2zACR^GlRuvow4uq0n#mVo3p1MoYS<19&gKFhw2%otmkAJGL^o?DR+Q5LzM z$TFyKNIzKAZSFUmzr50+%Ku}La{p`YBprNWZAtNcH?W_me3B&MP;2iqYsrQ#4jGUV z|CXOZ3#a2H#-To%HID;_a{EY9WOgXyvTZ#;e0qK-aWXkn&v(b?KvY1vlqd=*;ZV;5 z-*pCua#v{d_tO27LzU`V&IE^gu0kSZaHs{tM&fH|4;zsnVTf1lP|EvMzrgyHqQMQJ zy(HmKE=%MVfJ04eOG0FHD3zXNo4}!-b|PVt4z+Y{FPv^lHGR6lbaU=W0;D*U-{ZrW zlsNyMA2?L0E=j7cLrMI=o8CG{z@a)1C$UvK)ZBBg(4p$ukH-67X=6!XwH#`;7qe*- zXZQLGtbNxelT5L-&w3cM_RZK@@d+Htb_R)&&7ocg7Mz2cVEV&whp>)*eb1>0ryHc; z>RBOIPaVd3+nPpy+w*I}c}=EP-(0Je0sS(wE(sCq7rCEIzoh+W{}x!D#kmCvEN?$@ zSlo6o4rMV(+Xq0!!`} z4vUK-v!`a)dpXu>oi?OBpQY%BFa+y8(A_VF023+-I{&nS5(&O zdp|fV3v8Lao2h|W8{oQpsz=)MSxnOyhkEnTe=M*#HYOpWEN{z^W!PD(>97#`?mcl) zV7dNFs&^#TXZCJd#*W+y#?a*uNfPmn_nnx%8`aIN@H_M?-1#ZA*erX_Ja^+h{ro%d z4$b2vMP~2tGG3YjvT*(siId4Y>{{(BgQ%SWQlcoNgm;v_`QrlKapwYw`X}%BGJKl_ zc*m?T5-Eds*tV>A1w&jbngj_$ylU@o3=P`}A>MJ^5ZX%;-tp$nv^wA&KFK6RM(>Ex zAA--_M5d82N$=1<)fcB*-!l)E!E_s$MFOOF$F<$AnB--iV*%bV<1tC9u6IcMz~fEx z4uW_1#EqX`e=_gZR??(3x39OcPcwAx*_H|jKf@esp7L!b|wa+^L4|d^- zwoC27JLJES7}>nTBidyI)Pw^&e*S+QP5N&gZL6%QT+7US!-i4Hb!s${Yga2gfjJX* z%ichoFwu6TJ-;TrtjpBu1iLZeP!qN~lMu0fk$b`P%lfTz+5n5I*}z<(CPY?nSneKY z*6^d6Hu&v|*iEE8pQVcv!}9!GqARdm-bq44S#m4z8n>wRX&|ta+3u;cva(hO@2w+w zUDOQ=d)-npJM*l}1~*>?;Jdd;&2mfr(Odp?V9C&oKQ)&7Xjl#d!sLPS~KGA#BZ zn&<#acA@5CfyLE2`=trj#a6D(-yb2$Vp0RI zOJ28+IS2YT?>vF^JErI1(q5LybvH&w;3;sZydSq=Z9lF;3J3 zhx(pDqW;OD29EX{1`gHr5s8$+p|olouz(>x;~5DOhIrKu6;dPL20{!AxFNKcBphn| zQ-Em|oZg_HN#OC1H{dHKMRTF6sNDkKx|UoN^K%#i6!$I*LgSadldQ zLp`qb=kLU=u0u)uz;6l_uHaBp>yp^29qQ2a59m;G9v1i=`X_26uv!jvX-5ujbeyeK z`V!W@%oZe5Z0#FyomuSlCSh5dGtqDQb zng6TXMRxXw)qL3{k|a_SJQJAj%Wi(EVhbteQT!CT5a<;v;`c4B670T0P3Rg&Qe>_P zWxv!O!$Mv!nZ(Id6S_GM>I_lAx1>Z-NQs)TWEB!vt(wrqJQo+xdLHA=VeQLlNHWFNz7hT8(TC%;?L46- zJZVN^WUC1ePs{g%k>Qq2vZ^sMH2#e91E$tbNkFxk67FOl1g34TNQ`Vub>}x<@;|u6 BkAeUI literal 0 HcmV?d00001