From 48f6d27f84c13f1bafabcccafda2b0341b4c66c3 Mon Sep 17 00:00:00 2001 From: Nick Stogner Date: Tue, 5 Nov 2024 10:33:50 -0500 Subject: [PATCH] Add direct loading implementation --- .../lora-direct-loading.excalidraw.png | Bin 0 -> 130906 bytes proposals/lora-adapters.md | 8 +++++++- 2 files changed, 7 insertions(+), 1 deletion(-) create mode 100644 proposals/diagrams/lora-direct-loading.excalidraw.png diff --git a/proposals/diagrams/lora-direct-loading.excalidraw.png b/proposals/diagrams/lora-direct-loading.excalidraw.png new file mode 100644 index 0000000000000000000000000000000000000000..707c8a5568b3ce7b100e02590f0aae485dd9419b GIT binary patch literal 130906 zcmaHTcOcb$_%|GI#nLWaL ze|ymLdwEz&ebwL7=E!F zvdqq^mdScOL%tA&n-O>kA0@*=g)iwo-@(mJoAJ;+IlglGIhx<3#Cm7x>K1dK*GT-8 z`o8(*q{PMMk~^(QMEJOPWN4g!{}x2)`Y;1?@3v9{Ap-^n^{?OV;zpoq$p5b&C%d45 z$-tx@QttiNPyYE}7}coA|GWSL29t_n!Y841eIxZh?n#EmWZ=yI`zik1h2%H`oAG1= zCI7#l0=YI5zANe9hjR^Xc;z&0GE(Pdzcy!34LrLmVfFZ4BCfMc43#`TAY%GyGOz_(x8BT$%1MV&@eT6KjfO z2_5?suU>4@bWW$lELt*fbX&}DobFa^B`KmZ zGBPqBdR3O4JnD`l)>3JsvZ1kIwM5?1Ww3OI2bD3;wS8ha2j~<4dXrRQC zA$EPk+Ae*tExvZBfePE$&6R1rWO`B0%4cFehWGE^A8SjM=$?o?ugFf#XV&R6-}_R6 z_yp&vf&vb$f{#;QvlumQ$RB0Dk(V8LXuKu%4ioaug%k{IqndAJFYIp><_gN95Oab{ zcan7T=97Mo6z!L{)XFS0*>p>@y*C!eTQ>db>+5|U$dJ;DMlni_2;h2mXx$eKuTN++vq`L(4D=Bh2@A zPo_=Kunn{)YMzD{-FinHFYIEIEhOxOWl9uwan=^rKvuT$8Uz(br#a<8OfWQ~Lg_>z z9v(T_4A(GiO%mze>U!mKnK4B!nq9Skk6j=;{%}hyPptXZ=Q?*tGnA7JMK>oI;r|ph za=+^$YikW_Tlra~jeP(4aC`&sY=&#to}A$7Ao8VTQJR$Z^z_WQ`Sy`og^ht%MoLM` z)6147%~5Q{9&0v3rTtkcUR$f~&rwL$EHFVjBwf;7KED5q7Zi+_C)}*P?i3}+&Hiyj^Hz$u-(jW8=@;Rh zMor-bYl2R%{k=?MKtnv=9h2Uoo5k)c76$b~$J!!DRHoO4s`wY-%Ew|KU`%r`a)+}`QSrQ{_OaYj{h?fX z z-Qt++RM(5x-#c6LulONVw?Dh@{NA8dsh-XibeVhRI5*hmE+qc+lDXrp6tpj@V48}H z5vm6{A(SR---AaQrNE6QQ#rG!6GHtdoY6n%^kunWk9m>UidyBw zYem)r{6qDPfs`%3HZ*pXS<0CfUAguPqvAuc zkcBN7vXM+m&jh*W^%NY9*XD*cU9Yv|;K7c>K=LZPZ+QPD{WyqWr`@P`T!%6L$B#%a8NN5DxHtivgG7YMo+i#8;A}MkfmYL>_4D)`0 zz(K7N4pzG;w^FFI5NK@tOt8%`taV=<#Qy3jwH~-}qtGz_$HK2);ZQMUhHKnJM7dG0 z?X9pZqkTW5=gE;6K(;KDB97PeF$vvO?KK_dLmFxgQE4Hp8ZCs}Ms;}--1?P8pArOG zqZR@o-v^O?l5mV<=-PgZs8Jk+>gOKQ0LjmE`+d;np_jU%#%ii1hhDkN+Z@$NR7wfq z&Om~`04Z?nZvEHyKT1M*O2Fn>5X}`eX%Wb!+Se(8nX2hh#ZJ>VXkQ6EG#+n`KF>?W z2L&e(O1S_v;j4qNaIHpH*^iH{|N5~A@zv5_W?3sTIPre%N2r)wEVn^k;R{CM?d|R0 z6$U#zGP`{Ec+cinq5V!}{GefDX(ID(dzw)9F>6!E6q-*3 zY`KlRR-#|h;f27HL#rFr_0g5yfASzQ?K;mY&&{bUp>ETb7})~-s-S=^H*xQ+*$Q6A zNtJE;{!;Vt9wVR2{eGk5=msa)IsH4zE&Dr%xrjPMa4ZUg!C})bN)dhBy1WQKJk^I1 zuo-Nl;yim{n^yccVWko*_VkQ7^?uA;kV4anRo?z^3|dHNsYO?FT%{4!UC2$-_d(Q~ z5m1Gm$URd*w)D=CFeJ^nE9*yjYT0>fH%%kI2zg?L_SRx;7Cp=uZT&rdI} z9C>!FK@SBLff*`-=3?oS{ggR%&hFRu>ueAMHJjKM_M;8B5@{hrbLfw!`}THiN8CUSqmmXeAIV+z$Xil`mkV@sN_x)e^7{2hwk@ zCGsC+fgc_x3u(>v>Oisi*YkeoLa%m0>dEHomMuSouns?c*+O#vC8^*g(F(Z-IY36p zV=POYp_HgwZaZ=;JQ&k&bwNIcb2FY!#C@{%BrCiXh7TZ(pn5_%^2C3#?hrnwEUt4e zso47K*RLZk-j>>aBQWC0*!=iDEWV&RY&~C@`H_RIS80f#l8L*JN+aUliT0iF_x$nx zs267{JG93LQqgss|JO3cWT5l3Uyg-}?OY%o#V0p<x3|Yz&97D3%o$W28T)OvR-VxFuTOE&Vb&jIm!B+dC(xpSYKg{MpFFqcB z;pTl`VsigHrQ6v?^>tL7+A1eFwJ}E^bw?ec@hP!niT_zX5%q2&M{DX6HJ)U%YLp{gf* zfdph2MZqn((OI$ww`B5ta*{{x+na~^XV<2_O6!(cm{PoUxcxbXE8(j5Z*8b1O!vMw zzQ%)}<|;}plqHt|+66+Zkwaq_?7 z@-5y|erxswe(Pc>5tEN(=DkI!H;Gf?{K@ zYqGt$62Tyj+W6*A&*U;UC?&(GU#TLx``f_{inS?#-9_w+!qeme;sBDjkWw=8GWE{E zwR(uGM(PZ(J%#k_1?R3m{cGw<|LiYn|W^F81*wNq(AUKk`}D|I12DVP`6*R2kn0(znlcR^h2vUvwnj(%0K);nq78l!!%d{;ew zPm1h^>F7%oAgYcWb(Si(rRSF)5g%utByAHF6{R~9YyH7GRxXTe;qh5!LcAKJKlL1C z!#&vaB*r2r4^x9xCC`LizVuH)Mo%?j3JVJ-@F>KUttn9!O=!QvN3ROe35DXIhS?x! zgg-=QAJoK9azQ|tj#C}iSLa7;XG?^_jR!05MR4lyh6cXvX#WsO-vWJ-%OVs{^YGEr zOu?rwFIEapUO*AXAy78x-g&u$M9s%X;EOVSZ?Wl zj~LuTlG_@Y%E_V~xtbiIQ)09LOqQT4#0mVAJRqKxnP@w^qHKfBlid1uXN{oIo6PjS zbno$Y;eo{JB*ML{jy_&ybYJ(hxHuH{L4bJ};m~7V2Mv&fijagP3Rnw5FP)Z=jszG- z7BKXn+K+{AZ+X2o9XEb`pm*9G_SyBCYESo%;x_2#+LF&gRz(jovWEU(eeedA(1|h^ zZZ#6ZbwcL!pvq=KUsEeI6see+22@}Qd(P`Jr$0S|0ZcUQ{ahyejrFFiG+e>=B&68r z_5p-q7%fL(d#{xdeFHY_M1MxWhI4kHBDOO}y*jVe;;rJe!0)u#MWDOG#FvNFnzTl7jMB$cKTvOOZPhPy-Upi70tGUkG@1l? zEQe|dUWQ!8cPo%;bC7C-UJoYe|6c3?N;&CjyZRQeG)s|V7t)SIGRvO_a{pEOOl~GY zxh#f&l&&{Zp0|PfJU65|DFQuw{iI?KQvD7Qji4QR=l7Cw?aL(h#^5tro&Hu%W5XPU zHEE&WJ(efKvq>k*#k!Vw+_NpMjYzjDG7VcU=X$TWZZ7Anr0#gH&cu7~e0%F}Kkr1B!ztZ{N4!>iNtxkm>q zJ4eb}`*!lN@?i|VOtKM@hF&Y0UM7qP4R@u6_~l7|FS5UQm{{U$+b<`%beX1m3S&W2 zXa?|Db4hLf2nPVB2mxEe+E#IBP2-;hMwaUs0ts>PXt*J@zh!6~&^Xtm2EeVRK;MvZ zSat8mqX~R;=vyLqIg)L# zy)@BUC@|Xs&D-D>dwYr*9UcLJ{}y$-y>C$qQD-rxNS@3pmaLbXp0GM^)UAc2b18f% z>%RKeT}Hjr##K^W=|#1oGxIUy_!iCerdKegeP~Ia7pAySawC9DPA6Lgq9w2Q(Ot2Z z451TY2guc)#jIcL%r%(F&UV3mOhz_QsLbHU`|E@Z#xd})CGQjN?r*HG3QE{{ChSJO zZj;#VZ%U<~Ky6~0qdBG%f3qc>wVUa^2(9Z0^wt0&o!4rfUS6gPqpy*~YbAVO2(9cZ zR5HQfr;iS5#~Ov8=Xz0RwyK0rq^%w?6)Qu!RB%M8`PWxk{!_t2D2o%XA@^4z$S&W0 ztA@1Q56_UkrVZCwFx&^NcqCMnuD{YWa@4LTvl{C?I(p_jR1X1_Mq!CM_mx~A^*XI| zMNxevccz00*^mSR($}zczy>ZTplJuzpcOyvmv2x5Nr43lOC&-^p5K(Jw0PeD6>){` zDB%7mD3|ixc{-m7lUT{oqYoibV^5C`>$$a7;n7O8ZWorSflPxB0_Z>T+2Fpqnn z^KEByy0D|@rUb1cyoD*i4KrLaE@0rSXf=$$;r-Mz4r|EQt60`qwOI4f?EC^5+ZuZx z|H$bKW1DOU#c-uWA#)69j)sq^*luwj4rj!mKl%_PL1`d4vfpHIaQX1whtl&fN(B`i zhMHs`lK<>h2nMJt0MgC4CgA^Zl!BnXp&uZRfBWF^4-;wRYRGox9LjABq1Ee*T7(6q zW2acpnS0EmN~qx-vaP;o&LohX>1M5n^+gzYT$+H#gS$MUHNg-Ef8Hksuz z+t19VmVrZri}!y^!f`Aqb<{UT$X;|57zj`Gm1MaQO6K8%R&o|db60(9f`BsdN$wyL z6yYg$Nb)vc7OTCby`Ve_STQEmRCBk^_17)0)3{KcK0z@x{#i+Rc`qhTv8I?2 zfb=CzFOHDxL->S!HyT=7m3MPOm^~*FT^gXnOF%z3CA9D$c&{P+B;wRALW9)7y(jn} zYnX~>|ML?YvY80MhCAj67p*nTxZkR%%kS4oEHiP_6Pn?d3A~Zo%Ujn=E(Xxy`XLK)b^QUzB!4Qc8Buo0WGKBDH|R4Re1}=h zj+9#UsdX0`@qlC+2~tr)u=q0JDNfk$(bp`F`}-}AsN42)gI8+3_466C;kHFd_9K{YmNNU=>V3?)&pe+!k}Hqi6V|&PqH=0Y?1@**V8iqBHv`OX&(^V;lfl zgy6kfR~#q9$Z^<*LEe>xo=N^oidjZpEd{tFugzd(_F!`vV1?^YF>3B!_&Wn~4aYFE zkwMqJa_{>CJ!28KMM-YM8djg(?TYn{4Oyr-`P*uNPn>7_A5KpIy&UV(G72u;1)>x| zD)w9DOR^XbX#HtQMk&8pK&^;k*OaTg z$6YkTrc!BlGhVdQ95(6TPs z3~Cn`R6plX3&iOX7+^jM_~gktjxfQ?5_iGERZU0IIdx9q)41Cf^Q|}C|zOWF|ReE@WM7*Q+2wx%iVckasAir?K{0XB&+A~JBRTsb}>bn zx86Ml+%!yBz0oSRJ89b-N^|8LY}iRBIX^iKK;UAXEA`u}33+-IN}cT?R~&vuMRRC1 z!-6iGAA>)|P%z7B7bXLpNJ>pHllZ;-Re5s*$dyc*WMEzoFeW+Oaw~J5#J7c(o!Q}5 zL$5SHR6zyx?@@jTQA!O_diD0RN#^~wN@k5)7M`3*BkcT%S$Ofq$_fDG4*J|fhYrn# zG!189bf2n#&SST7?DQp>PXE!OagcC3O3l?bmRiN$)^^u=xNM9?D(AHVEi~i%)h#mib@DlMxppVfWw^aiF9L;iG1aPewgw3_IO$hP z1TpqX8P7FDYy**?r{q{?6ES;u%450Hy*6RlN-B2mL%Olq}`*QUr#XqIfSz+YTKjX=5Sj)q{|K zkY5NA9`u@c!bsHC>g?AnitIEB+;aLht~Dnh(L&BMr?}ZtVhE@>ZYYQq*3H_E)Ya~Y z%$VJutI5Lj58Q+SLj;f)9T2l?C0;wh%9$c%#|lk!K*n5?&`DR_@`QKj1??J`Km0h( zrK^F|5+m=8Oeb4h4=K*`5vV=DBnx9$CRSD%Tj#rM04Jh=q+%&ar9$awx!H`Xe_xxu zz3`fVe$ukLz<>jwRb3gKixM${B|Ep!%ul>`Htu*l^0kD5bOf4;>$emNii5BU#|XL4 z0bbl>)|wqHd_HLlC`Y-gLg7Wlozh$9*e=|BgGVjuxqc*p$FQdIQ<8|Vh8hEmK#{@P zw3k+aez@nxqMN=NI`LJ~qfvi7yjQ#A{eI1jWD4Vnr3SAdZ zj`>rLEIPw>sC7EjT8)9-%cp%2*XcXjw)t(G9hkcPueeMla$eDk`VSq!gJTF_FwfAnD^`i$N3^3dReeq_N>Or7xpn#52 zmJQT#M4~L*y+Ai}qPKFH4pjj7zfWugUaIoRXxxABpI~Br;VtR-=xaYAd#zcv1t@K*X9jb| zkK`gyp(9U+PsH*YjMv@IzlGngD_U1@fdCZ^M1C@>vk4zyH6=YgeXZDQnBuPvZj-|! zRr>7KWlIL;GHT{(xF;Vf>oW%I>?jN!h*)#Jg$X}N)QjB~(yKsuRyajTLdA0Z_JGNnKkmTq?+{{A70y2Jdg_ldUa}jm;3?9 zK_F7#%pW?~Co*5D;L}Z@ML3mOP>cUw|7CEZY7?F3ykb;h7QFL(Sgq6W5H_F&x=u^= zeBGH`AD~w($)0JU>ZM%3yC|X;R1o0TtwY#)M2Q(6RNT8>8-P7GZOb^%TB)8P&JD)b zjK6sM(enI=(Hn01N?=!pv4zc0KaeR~YOX3Dh4=b50@V+va(|Fp%WK436Lc@?{25>& zhIiS|eK^r811-O1hw=3>HI>RdzjD@3swoO}f65R9<*mz=79X>=)L&Iq? z>jj|Z-J`;}!6vY>Kh)lir z_NVs@?sz0HfihkgrQ9F(#WANi_aqCu6eLmjU_04L?z8mUp0L zd<*auDetySbk4JJ6 z0&e{bW?}zRGzX=j!HWCNmr7}>sl914BCK6;U(Rj}r5~{(`%lIN)7TR3GjT8lgTDBV z6DO^VnA50EUvzs}-HR$!C?X6>`A>vhxXc97?DIm($)W0sPw{-x(nA2wsV^8~ZlWGo zlAjW^OF@P&Ad@fujD%Uq1uf`xRkxML_6by6L&bp0XHnV^Vnd(90R4U z8TbP^@Y%Nr$=o^2;JKeY@(rtasN)*|2$%sSnVmgFGYiI}Oc=9lcH%lw-GtCR+RXs$ zQUwCmmHwcB9411PXdx%8NpLUhKB$4`p=rJnCpLTZ%63FFNApDtGR8yre6r_aU_6;5 z5dBm{NO|;ENTDD+cC4H4(A;pXWw4NR2+iX5+K7AvlPpQZ1&&S_l{QP$dodxrOyk83 zMHtH8If2uD4%6TOFR}3R?`0@ewg{J}dz7UUSyj(ffjm(I7LHB7TfQiKlCKMMc3rZE zkYQvvqjWRO!kJ-%(qhO!;O(hC#3F=8R-^};Ii!IA$bYueH53g*b|w4)oBH$4>bBi^ zpWUyoy8tcgR@iVMaBB_E(wNEO{KvHGPsX4rMZy@+!uQR?BP~!^;>mA~Zuy3hyN1Ia z57X}j2nOSevT#O&qB;gYhj7>JO2?@P&1;EjDHM3ja#3NhZ`7<~ZfA|EofUyqAzqwf z?``)gfC85Tpe}3Q@pm;eSw4k}cS{W%FbY^TfqhIj`X1%8y%Os<)2oV<%-PI-tg)VaEZtuzw4g88*`~JfY=&Mv42dNiYmS!hudw9-f8Sa}0O2860Dur^g(fwg zg9Q*rSzPhe^{E4+-4*AVID(aD1?;{R!|w9DW}jF=B8%oVZANTLzK{ZVGoYjzpQJo_ zfK$zgXs)`dbS~ZpDSg`iXclP!Pcpc+YMHt2sTt`+F%Au?o@q zWz(_a-qa1G7pu$8*^NmCt^KPHi$a`AGEVBM4y&6=IZUUq6scF!i=j3ND99*BvZI`qd5_k|3m8YHIu2f49Fgc^=Q%2a+! zX=DC-(|`W-44L;)H<$jMX6G(vAh}H)MJ9s%vEtJuj=`~0x@h+0nYr~ejG>V6eO9R=Bk~~Ci0fpHJk96t{wZ9L#{z6aN zdU^zOo$SFi#xTl-kXcivz`uLWaLsqmLzGuYE9$8Y;>Uv%e-^j}&z*@Ck#s44m< zVCZ{v2{;l|cM4n5gmvWgtMTIgXCe~1=AvPKX9~I0JqI)yjZDClkNSHfYU44)JEo$< zelQRwvlH+Qp%re1%9cL_6(YF?1{QPOikpZNr&1D@PQKS1+4p}|x}76Hz^#s} zg!$b5bE@O-`&68L09;3~YqI};*8mzL4BqtehWhKgs=+(eKlDo02f0`*g8GSsgAX(@ zLP2@NNLvghO-l#t+9mT2!T;|H)Vi-oa#0sWfkbf~R{7+RMHS+eT_A=)GrSmt_qS*) zT=fMZF;M7UgIc-G5Id0k6UKj*>6vJQ$G6KE9?FbV=yInduo3PKf)W_)`naXyROb6_~w6G za0n%}Qh?JUPCLuXpd>^hz_~&f2@1R##KWyc!YFzQr~IQPQBSw*nFMkFJm~)p zi#@I0G7bTIfT&#me_;Xs5vJX(kzFWDSey=9JhA{)*oceG^5cIavfu=(N(u(So82~f z`c-PhrY%3QHtnMD=A$PdiwAF=n#4O;2DAdvSWB!jm@#hUBTjhGutMT2LfjEt8j83~ zRo`B}vj6qgt zz?0G_@Buf&Wy!&ZapdnF*XW`XFCqR2%OFJiy6U#*>huZkPiAny78|k^{LRS)8DH3i zrtPh@d@rO}U!UbeBk4;9`o_PHRe-1o+c^$}y_@wUk0B?JhPB0PBBY8IDFgFby>jpP z-^cVPHu)GP4$|DM*=@jP*J;&d{`;Z}OG`(Ne}k#wyOEKRmh|&ik@ptGH6!kwXw>|> z19V7eN)UwDFoK-}0I%S~c&Wed`!8c?5(E4orBtBk-~6m81s^ zVE@XPCfGg&Io=YgkADh zJtv8S8wrmQcd5Ve;9!VrDrU1SncrGhr^-IFX0_k)+qobMwG^XzZ-kRfb>>7OZuKMY z2w}!awyumQLCAR!WDk*uJHZO7-ZQ~_*B+5jpMxn-&<(Xwa3QLtNfIG)mcr9Zvg}#~ zGwuA2bnuA)1%QDj*J}0$W)R`shyyYP@uY)&$MoIf;IexxStY1dQxiv`&1wpOic9Y=xBBSTbk821FN#y2B(b3tI*v2^sm z{75h%(Ycnw9)H;~X2;H!4aCkEZUc6(-XW)Ju7Ja#bo1?Jcxp@*VsVQKPfPy0_pQf! zq5B~msowC#4KC`-78+5JDE6}{6o(Ka5_o4*5HxWLfqDTq&&%wuc*7Pxr#vB?1u>cJ zFGD7Ow51|^_{dQam=d2{S&B9C4u^@4o7gFGBt*|$Q^Qo??gtG9qeVzUFRFiDAui?i z{?5*2VEX-2V1Tcdg2vUUv`f`;B}1x>aVP|xM-(Cx@9lQOEIx3Rv&dX@`xBf!g4)+O zmw~vWOySoexK^~M?Y1ye49IHZKu{h-XAtjy7zcNaj8*-4&@*r`xtM{IF@jk>MkbbY zW~f>V=`X-iVn)2T6yY?$H@eqth|QpZ2(srHMuGD0vV9?62ZMv@=JM35mk1?+4t`FN z7!C}mpirn~sfXYPa8QyqN9;Ftl<)*Lykw650zjK63nGjzaf)2(wTELMy|~^~8wDax zUMBtx;p3F37)p|~5lRc#Z@jArX1)_dSqn+C_Yy_wDKK!dANxq|wE`VH6I6=SIXLxH zx4yMCJ)zNo{>{`nwRmKKSoLXgNR#?eOth>C)P~ zsb>|5qW4-37rkEu_Bh_VZ44wx$o+s+JtZ)Pci_i!t!RK{$^bQA=p%r)Np<{la>O%( zRqDX_(~GYp^^gF1QD_mjIR?qWKO#=hVj zzlOZz8>m5}27dv*tqXOAat$52x+1dxyj12BZ*!)PNgN^V4;L* z>|hHsA<{lv>mZJYY5&HMA%{x7?&ZD;Tchmt&R>3DWQ#`pN}mZwJeL#;gOeLz(f+Gi zb6hZOrlP*;YL~rp2fP%==tVi5rn{rTJ?3F$<%sA}b`RiI(yVF(`wM}==n?DJxT=ED zgXZQ)=e-9I^NuavU)hl8)+qTYGlq7f|0$<05cv2H8+ zAK%&sk7sR$BEvZ*$luLW@6b$dEwQ&(ZQX_z`C!=GZF%k$f3f(DHN-$C2DOFBu*S8! zo~sq~0!HuO>zm=gL8j-i^Pn&_!9-!~=jVj))6*QbHNPG)0Rkv~?zV5wA-f>gz|Uq( zR0H*-BUOSRorVxOJ`^C+kR$u&7~6^-$ZIjkNkGuxuQTInsM2r3gtL|P3K}_fmPSX- zYZ3+uD%QcJOBtl&e*(%l4J|3_3x!c0B3*He!3@@qAqpJ?uMnzC@-wuaD{78Cx0X1uGKy(~tA6x{`5{(jT5~ytd#+u!!C!@n#_P zqi>GPQa)EL^4>6%mZQ8egi`u@qiV~sYu;M&B;T{g39%FPK6){%4>*NYTK#KIlwYL` zuN1xaj-?=Uz42GLpy<7wZQ+7-Pz^=z{g8X}fGEErC-cNvd5$?`&_A|QyJf$eI zy@*ECQ3gUUBldQ04ERXp!J95~tg*NH{^Px#*pP_VSufvJ{|ve&+EI){q^%O~I_d0LRiIfh6e&e>_$*Cvao= zFEc|vA7Ji#ml+>C8_Zyy@AC3oDeEz5Xn6hIDBDh9Eq*hdEhR)kA%Yc7m)L8!F07C2 z?qpfg@R|f%vg*C?w9G+x|DFGlK%kq~II0;h{rrrWL1^!+(p(u!AWzpxm}5)du@&nI z@?{C7mxBg34x;pC-<~l^gp=ac!NH<`f_i}$#S=}n4ztY+u!=nzUdIWYUHR8r1vy7%J% z?=Opss6 z&bv~tFN+?%6P=meJyt^G*iD}g92&K|q9@y(Ks|Hs+FEv-eQ};^MatPA+nv#TM7NN( zM+aM$wXJ=#Mq|XuYWID%w^q;OZcp*OHoBOJ&L#eyrQy)I>f}Gbu9e(1Cj(t((S;nG z-ju1OF8Ns$pE42T@<2p!RX0M#g9JIBY%3)r-q44_O5~5<+z87PP0uBLLteK!?{BjG z^fQ5_CGE}Wtu?>$+39X)tATX^y8(VK`tK|L?|cfo=&?o%72~?o1Uo*3W!~9N{1^V5 z6;q{ZBRZVW=(|ZTBH!^kLa?azeMCUf)jJ6RMd$5y@|AaK&y$m{o=$8ebOTC_^Uv9AbMLiUh**1f~v0JjO*7IljVBsRhdV_~J@}{q#?+s;yQo zx8)0h{o=ay)T>tpNK;llpPa#N7L7d1t!LakaV5>x_pRp<8=~&jgnQEtn_nGD zuVnw}{(#a?7JYg4GLUKTQ?O6ur>`riWNTv8*@R79hFb~dCz=4D1YJP0F*RR$0`)8^>2 zbK?76fL{R8o(R#E09B6QF{(Q?dnB6CI1~*C7mgT)0p5R{Y~-#}V-hc7Z5K>H$P_@Y z^|N(r*gZlL#x*9N;x5v)Ijqg32_15S9HXebm8oBC-zOq0Tllvs=(DH9%-jIi^J(zz zgWb;F-01G0zAq~?KH`xF*Ib9L(draOmt`lf)|VrUp=Y*^!*N3lVw8emNmgtClR{kE z5ys%EFvLC{FL*Bv(v?Mnv9LB=YPdy9A);<0rcpjlhJs1%+%GRm`5L^LAu@+_aRku+ z0Xmo^e7eJ8VNX7+wLHA-G5$MT#D4cnzDnYP*X5iHh26SFcSmI<+CEz^E>NyI>V15g z5(EmDgcYAi9g$>XGmd9Yd0v~RQ=$5Oef?DMg!SteeW(!<+H+8vyHk(Caa81txa|?X z_urApDu|eGbbWGNie+{l9~~RIdY$QdKgq>z?&Eu&KBVpzHbfuE8ejhsyttLSVZZU4 z%~G20CkOX+i?WCW7VpTiCuUgF!w^)lFd~tG?lvgE;QrGI<;;Q~LUSc8t310SP1Dl6 zXGgv8EdxWia7BSU%pS%7hrM~^w_4ALjD?Pz;A|7fXo-?obX%oc}Ba{HBe^ zO*6pa(ajYzWO=eFeUxBx%IZ41T&5I#OS>kY=|(a0W)(O=3ap}H+a7?ZUkfP!R3v(i>wC9KUdK%6m@s19VyHB2?VEIq_8(P zmg>dUOaJTQE_-bcBK;Yg-P+H~I$|zCGlV4ZsW0SKLj0J=zrNr#{mqJa4YM-`K-F+C ztGL^uf?FMlvhFVpheJjmrwdu4%g)><8DHEf0#gRF1i{fTIM9nVCZ)TY?IN2g$=Q~# zC!kY$H{AQ>yRa*ZhQqg1&K|rsgK=!b>kfz`csKkn@Bg%TUdSf~jG| z#Tcn9+8*39(`K}&MRX-M62bO+3y#*ni&E>$Cgc_;FZ46OXV*~A{@xcc}M{1 zO!k87@Wlkq%=n!fSPQQz_Co}u(Tm5gt)576&1&f5%gRui4U1&nT%F|rL&WkIbUJw# zFvv_0Yc?|;QP6isFD4%im9ic@&rf zk5(Y=jiyqmZeN?CT>N~mEyjphHBItj9}Cv`5biGNV)Ks=p_yRM5f=T#ymZn zVn$q(bSd63aVw!Q0ylu{*N!2e>P+yFF zd9NITW^&B;sKbZm&A#-!*L#D?3EJ1>5A~3@m~2b+!#jLfF7?er)0uTy8*0Kt`#khk zdH(p?h)V=j0LBT%QoL{+(JREN{+);9_f4S_$^CyHKIpjX>T*tyg{E$S;nnn`o%L4$ z;THO+kp&RpR!5+q#6^IWLe4Mrv}|la@&`$=?605kHa*+rZxrt6$i;B7!Qm>$lHsay z;XP9{n@(zO)HLsKSz@ZwUtm;7DY!Zy72lOrb-4hxP9E&QwcJW5ds5^kd%CK8A&-ar zXI-bk^oiwjQutEAG~8mIVp?!aoQu!wQ$Tz9)tp7R+oWV5dw$(1?)j+fY1yHy!u=>i zOqv%m<*l!HOu7sWz!*msJSrj?6OLcMB731-N1aG>M(?9N&|&MeYw!yMc9;Hn;a;m3_t1jaQEZMoxK^J%xGSp{w^{^!36YaGME z`pu%{jSK0=qIs|ir|$JM-qliLfU{%vv;CLjFHd+hMO;p>beDUfbUg0&tYkdh1MD_2s1^29onZbk6><~S z`(v_Ly?&ji&UpfbSU7cGb(?0n={1V-eQ>l6-fQdr%`e1H&T923vH)5 zC16(iDPBaqXWwI!u9NOExPyGj1F*o14};c={b$T;7+KT)k#&%AW~b*{r^yTbcB|O+ z*DY0}ZZ$HyQdoK179s4-x6*Ps9i}ux1Xu?N-;3!|&1(*KrjzjT@nu1+9W09dG9SS# zJYfCvgltTI>jrJg_5DZ3!A-}j%Zn3F5_LNV1I`mp6esX;rI9#f1&ir35sw>nbb{LK zH@=_ZmnOY0+%4eVNf=;GN0)^*?I{KdM0&5~BpNN{?;m*nd-uS8-I<|@rF z*UivdgF~a-ib0+m4*RsgT{31r z%w}pPl$#MzpU$6M+?PX+Mz8bCKn<6H1LZ4}iHEvd&UnvL+oJx36+RIS)_BT3x=g&G z#%>uhxVW^Kd9mlzm2a%H(#gHrJ-8BzAJ5tkMYJ(HJx_uP9s^@L%HlE9VlRh;K zs4-K&${u-WmVZ68^yp^tgsJP-v{x@Lc~hGV#4t=;Qs9sxf-uR}DS19KT&sr__$~9w zd792NWuU^Q>4UYN&V0gEr&kDLXkMvYMCyxNAzkt`cVozLy`P^F=9}jlT?fjgDdzf0 zq(LG+@x%I+#~}-%U|qR%xe4<#W5E@I;jf221nnH;ZxW~7_;+gRu5%{OEt)&0OeR*1 zu3n+poO_O-AJB^!k@0Q66IL$N&`9bEP{#t9%th0@wS2>h_8+1qAhk+JQPlt6R@<<9SS5cIKsA zJEl~Y5C$)pa7q&nZcRK_*s7^3%k5@7A#-1{P$&O zw@tf0QNMZxi*_YfH?-gmoS;I!6pL1(B0hmx$3n?uVG=iUiO@Brp-g^)$?lfX(9)Rs za18q_kwZZKf)D#@~;eoV6)XOW?WkxZ8${8&qRyqTeeYE>aJa z*A#F!S;~%&?$n0lK6NK6LXgy5_`ZhUzy;Md-m))t^&Cq7B(28KY!W_9_Epwbmhyd* z3*Yl;YC;y}q@Yr<^ZG?_q9(_%_SLbnt!GB#D^cc(gbAnM8)Sm^?X0S5WUk9BFIVXqCl*$nfFRx@Wdv4bF&n+NMZI=rG;)m zZRY2Ihl|c3s8z!+VD!geB=EQsg*blIq zUIk&GR3=dMR`0OrtSjE3eIdklJu&Wk_IDduUtxj5rj%FT?zCuHZ9k-XvGkiV66TFq zT5&igOcsec89E;uNPEpJ_x-Oxjx6P0rUnY`3Az>VRC|_z49ECl-sJ>x)pB=LH85uo zP_QV`Y};uffQd;a3=IQ{l|k;tu_P37g2HmusMEVQG)!&9o#Vs-nbr-s52A6u}*vvJ06KSXf|`9QDOgYm3nH%J}N1n z=sUzetT~6=PcxIvju71<=x`oOn|SZ_qwvV$MOo;a`)Q9Or52eZ~UJUk>W_z!|&z z`YhSV8^}Hs(3atT8%-UNbgSt+%2%JjP5B{|627V@kt{6$zBxex+jS&9WWeJa-7l|T zN@`alh(rf`ILo3ir!W77_SnX}<#>5*rc8eKvFXVt5vb7n^YVFuq7=f;os`?y`ry}V zb26SI3%ep7suNv7gqQiQ9gqI4eYH4Yu+~j+cW5o^khAT5SCawV_$AE%^_Xkp8Nak} zkMX6SgSI|uivNXf)8M&dj&b=l za`AK9Yx3?$Hg&TNvqo0g=*{|^KB$QlyQq!4o>rsv^qM7`$seOL+ii8;L%P&$^~p+j zHQASJ+tvDgHse<)Jg`2?lc`kfVI%IXy}u$eRKC4QeOl$T^qgdUlcTR@YU57O=0;{L zdHQ>q&5DuoVc~!9gHqItrpS|6&L7>+Eh~-oS0g?4zp?Xzri46jyDDqtb=>wd*sLW7#T9J{jrDbz1JevF*{M zxVd!Sc6@nf)_&FaV@SURDPH|2H>Nu|77-QtA7}C=qFI#bT6!)!z*SvVn2oqZ^6Ftgb!@(4AmpcOFcmYHjsl zLCNdZQJU~XhCU)WJI?ysKznOx#Jo8>{g+Yr+oo?an!257qN#dI?o^aocb(JU?c($e zh`{rEL=tH~F7YL^f`!d)a#Y-WxHPUVbrHmk8dl6?5QHA@9S2^ZL!e`MNdmyQx_nDwfF zZ6pgQah(S3uyf?Bf^T6gJ!P^hQ4N>mcQ9TEoGfBtEAs5nDz-NNXz!bmGaOOC$1j`L z`!YW~hxB(0>1dbO876$u-}Ci)F;Cp1mr4vrya&}(=@+?}t<+NbvksZ`JrE^t&h!>Y zxP%p8eiN*-d(}b1`&94F!-Q>9Zfz;-3Ju3Eit~?)ya&w7V#ZPBEkuhkg&bwo$0{r} zWQlvpk3USLQQfsJpaY>Kn^kgX{oP}?C>axCa4i1koT*@<&-Vt0HQF?3e%A32( zqO((;0Qn-Zg!}x>MQ8o;eg)GBh{H*r+}&~(HsdYpI$duvXCjGSA#9f|L$c#!_8Onc zVU8Gr<{qPmG?z0U>*l7$SV?N!a#!|c7UPb2?RQuP6d%*q_rq-U6?l-dika1NH)zDm-YF}5nTB)Xn$;;Hs#}hod z{MQz#qEARj@JxC9zMw62iHEzQ;5YT-UtLr=Z$z|;ZxXQeH>eo6#C%%vr-cB_B_5tPY#EOyBBpqI#yz*mC#B)08M(lE!V;o>?P9X0qa zL4(D6(=pxCdKKH+{iW6?bKT3V&f4{92uMkHcT1NbASs;-rBS+5=`QIGNd-Z=yBq2H?zP{& z&w2M5-!EVc#;Y1%Xjfpj$#k1BO|i#xhloG4(Z+%)F6E$%u7Vlk(*k* z^}T!B=%Oy{qWE*Di`wX_@kFjf=L94hC07R|s*^f$!-sAmVRW`ci>+1quUuq=-|=UQ z(nx6pNW?4CGADi`a+Y|d155$U3IZ?%(Duqj?tv1apQS9-BUw)$clgup%c1^576;w9 z#D4XB$z*UljOE(j_s3qe2_i7#vA(WvZ=4i4nDa2-`4hDr`B?_FVD)T_-K(hJ)0MA2 zF@5E`JasAjG2l8FqeqG))p!5+ah)13N6JgGJgs2aNx8c@-_HLlqs1aDK*zC}M4nDl zAz~;FkpsbvR{3iNpVnJ3Ak9i2OZQM0N5w&B?>p~A{pB@xR>HHtrS&A@aADQ0G~q_+ zjX(Bg^Tx_&#q(3SCt4d1d3So(J6ky-9gLrHUk5{%>1~CRHj7o1tzE9{S7)Ivr#d&p zBT^yO=V>!KgH^hw^JHe!Zrj9PW-d3cEr|4m&B@8Rs6^f|T1_uGoc;MSk@L~wv8cJ3 zq#6YW#1H_Zw2`Oo?bY{q9YIIzciGnCcb*Nfn+?jHFb%}BV4X7)?jo>cB0dy;yQL2k zOs{ulD}7SmUsA8ly3{PT&!9t6kHNM6RX&_}ayo$5*m{D;IMCi9o{cL7%t6Yw!^)*2 zzy&B5(4Z8Jj+phzM}Pg^Id0S((#GYO#m(_Y5!d&VIZ#AGR6x1Hw6npitx8ftwbg0U z@^pRBhcP#@rKRt>L+O`2`@X~Asz5exE4^e~Sm-Y?kZL3V^Vs=N;WtiOW%ILBr5|oQ zpE2`KqS$zfu6-H&nlLRY=n*TWo-&beV{??0lM`xQCuJ1!(Nx>ZNL4T19o zhoC}M(?%78P`fzFV>_nv$}QC0XXW&;w5Ooq1;>487FJ%cA9 z#j)ZlaUaW&7)1GaQ2E>k?K^-P&TjiVyoY5P-jx(<1#Ga?eMtevdk>#sQ7ewuup>F% z@cXQU`u@%?mRk9A@hxA1Z~9z|{ z&7)NDm@AKgiG){~k!UXcw~*%&?-&c@J}HT>eUN*2*Nw-0e6-#v7(*XpW-g1$dz!8Q zB>0TW+dEj8EEd|&ArE>fyrHCg?|&`mHDJIuA%Ws15QmWhD#xQUt3!R_7tF- zG)T6Scg2MlOj@Pm(5YD9jlB}T)#(1Vm!;RCZrwZcJ0C(kD0+Lhs$3wEM@`g--otbn z6>iSRVIEeXLD}WPNzEDUQ9zxH6NBCVDMC_Kb^eF=n|=Y>9F(&MKkba))^0;y6GFee zhP*O1Pq)=u4rgr2&t|>KYcdu&)7i{2eR}TP7VlmUocSaO>*t6w$KhrnLUNH~Lk}6E z4t#H0IRuf&$k_F-=Nwx00L#VcutmO$cfer5eHEQ=ucAv|pXs=iHpm}hjEqYR4U>Ua zyv#RyWxpjaTYbNog6mHm$owhHh{%8OZNP-`g1hd4P`MBDR_**Q=3Bqxs+hj;hii4# z3puQn(29e{gI*M^uUySn$a)QVRcdE9f1w_}1$v9prk~K^#j`|^oB5X6i5&OUlnZNi zOPK6iTjPwm*b$vVMKBq%G7x4DD?TvA5@?Ib!q06SHafpGrK~!L^&t<9LFkf>i2KRC z=-ptFb(DQsEFlZuW{(^^VwMr3sijNf&Zw%Ebwgy?n1<-GTSgaan3hCAy7fYH98TtG z-_x}f!^8pTljmy7ciOKDQ#8sAsos)g8q467VG1-*qX(lur{p#cs?Oh;mP$^b8_SZRp(7aI7-9r*dzr9_ldQXF*9*xjCSgf2UC5R;UD>4E9b}xOKbyK8Z@7IaUTQ|e+ zUmT=RKYo3?j|LVe3c2}yF8kyNU2u+NccPfBTq#qlZ+5n201>K_14o0vfJdk;CIdC{ zyONwCoqL7l>^D%DFIyLz*fSjEP%y1DOJ_HGns&N2g&}W-qN6A zL4DlerX@(4}DsCUpuKyXnmv zT|LyD+Iui$iwd!P-&Kx-%LDFcqX zL9YcL0tXFJ2DxXf0MGkE%GPnRCo=hi30f0Zr;(DQyGuW@&Gy*0_;mAqKcGS=8z$tK z*r-mjPZfggUt*b5olBwSh>!T%BNHOTL;W*_bMJ#l2EQ?|Y4*I>%g`i+QmBb^Jz*RO zGQv{YmVv@Vj64mzO*+GrjFbh=N=g8(^{bu{iqsb}_uc2Ad-uKpVl5PMs6W#AwLc4# ze9CGsP8-k8C;iIJZrA1YJx-Y{6(Tt%M%u!?k_FM*to{j(}zCAxbHY1 zNMBd2rmt+L59=+wOfy-%2KMZQ+|1gup)o;moM`d)bTx5@mOg7KZG0|pK?7okbQZyg!&JCSXM1$&6VoIP|$#$l@ zz1@f#uE(Z9ntASA5}s)Erp=ntQp-Oan+PuC2&#~6J-hzt^ zX>alEX*%Q`y!oM=c&I%p@edYY{B!=^QeNsiS|9sn2KKqlOcFYRv^wtqQQRGt+9|c2 z(zaHZiqOW7D_xJFvX^fAqq%X90z)zo=t}CJncU^KV{oGgb;AsRgBG?{Eid`p|>B+heMJ^ zvA5k(n{JcO>-w{r4&wG}XO+nOyx&shJ0$|`S#=D-KPuB%$M{Y?>GIFU{x*`>(DylT zW<F(=M84MtHtXMm6D@Xx_cwZTIuhhtj(xAMITJ}$@LYZI6LBxkdhIQ` zT`UKF)FrGNHW*Lg>e{rR=}nY0{UD4&o#b2eW0@qc(_5KLjPN$l zGAdRY-RNG%jtu{{Hzt0*`|aCnQ4V&stSI}c`9ZL8Vp#6>JI+oIxpa*iskXI&5q?8M zSzo4fn;Z}WWT2qbJph1<-gwdsI8+#JVGgs%xk`UB0;zJ z-;OzQv?tf4lz%+ToN>qK9=5J9BHdOxh^~0v8?}w#J6$GE)-yh8yZ@7}KijIiay^f+ zzfyL!8!36R|KnmkmM5ROELZg#2b{3p?WB>DbY!g)AK82=KjO7uYnJHF&(x z_!7&QG+FS5jxTGym4Qw4cs^H`ldtqagQy21A-V!U)K+Ut2bkbKBBf$J_^s@7GIDWH-#q7wg zdHc;%ih0v4mx&^1|Q>P@LC^*VMCtt9|bGr)Gr~TI#4(m1X6VRTa*ey_-mp}EB*yvi{Ep44S5W}8BG1dI} z6v$la1Uxq5L$^u&&M>D<6I*Z|HvRiWIg{VluW=_n6`4P+`Q(WP5Sw8yY{ql*_kOoF zX@q0m>3`rs=&z=rWQ_4d=fOF_C_rmk(eSW5QLFOI#K<4K@6Bgrzdfxp>O)UYr7LSW z>Uii+*)2P~_gh7|>3e3xdip})Vo&+trsCy->*V{Ndl&!lJh;$gd&StMp|_jYbJnVBc1JgdZ9rz#XMJw}uK5vt&vNW!_^dkg<2D+J zuWPiN56%HjO^zob?QVfw{8I`S;BvWG%)3k~^1J%M{aEfL_j8yaSmDstd*?!c4d0V2 z^We+VcVyB91c_-mOai{MLYIrnTN$OvJaWcL+oJz8KddVl*Vz2!82V75<-)$&k274O zcC#s&uE?Km4xXi-M=fsNuFY`UHdd$2`04s4Nj}}^ul`V;m`JXtrHX71O@C%ZcjK}H z`7k8t%6H*+t)gapkVd|~>|qIsLAKVkj~5KZcEdRZi|#on^=$hs&e-lk=t! zB7j{`kwFv!(!dROKf2~w`roJ0(jJ$BZNgM#HZTw#4IEHS68uzy%-!7qJ;@qa0dt{^h;|?nmUB3cU;NCuyfAs ztJ`81-#kzNsB(g)b;(Z2b>Rup$8#H4C?0M@e7=Fd33^U$lpZTQnl+qc4 zzwv3XHhJqtn0kn5kyW=YU)xx$iBp+(q4R+HUBbEpedIJAj&o_vdS|qK0w*rF z+kbx!8We$IX;TWOrJLrWwZq7WMEH6BYZ%P6FBNgTn|Y~C8|4J0)g*_u^61k&`{b?y z^qmhgT0;B&34_PA%UKd{FAP4wV&MP&5`9bvZ9ne~%lKRg+#==KS~TeK?19ZA1~$*1 z*LtOJ)=fZZ=)l9Stk?Js4}x%at8KBF=WFw3GnAkO32y(<;@JXZ70i`Tsrt z)Hjt%yLNtP{)0CHp$#l1p#m>X3dCMcKpSZgWnL-9FLOe0(yZb>3=>Lnvq13-gZxd7 z|Aj3Kt1%6lmgeyf<<^etvE&5H>eUb;*y%I|q2gaZG-wbD@SUf>JiJ%`dIE=stnl~q zk4}Cjv5PASpE7UH<=XuH`aEZcbX`FUY$Uc7&_OyA$`ioP8?*-N$h^%vMUz&OWYu+MK@VxKlZtwAWFi3X%U2vJUuLum8rJuiJWm-Q)?w zDk8$hk-&G%Rr=pYMolv7!bGpX^QvtSs1dEt5;rW^;_o%?mYwX^Ey_K>Kgzwz zU;B*~j{%ZSv5u=fvQ4MggBUE4Xbs&n z|NGqk93dje(OpSo&Vwuq%w@QRE`sCfO#xQOw)JYG%3)c|<33QfY9qyF!;EyoG8%HU z$EiF>LtwDPkruN(X3l`1ZQv4*2BhE4h0cYY+EF%%nE(55!rp%Y)7^f6x8b46F5#Bn z9$Bv!_IN9&n(gwIw*~Pi2slPb6q{*239v%p<7Z_0wAD(&KY_Yc$!Z%al25*oxB4F8g|9A%3O*2g$eJsz;dZJ+r zr?Rjjy|f321mgNjek;eyp#j0nm@{rWO3Otv6vE$BZ&?1@F1$eGkX-60exR~f^cI5+ z4*}hO+*z zg?9SfPH@-;sY`cE+N}d=qSKhF^!hE?#1{x0xNI2Jks-u`2O{ytNPlrKy!MToqN zj3%$IHZv0ydFEdp$=SR??iPo+%bA+u2y$V=*LyW}e|Ci_7M_>5$Wp$z^ZUK_OGqixec08lC(BrX z6ri0W#+Z~Q4Q%m-1WpySi(6H*dpJ&1i*=1?GQ3k{1EdV1o@d>$i1!*3s zfb@WKj5p9Je2B~TJdaLi{zyT{Z)5eZ?-fM`tuyjg3o>#^v2nj#4j%M}f0LvbnNrh- z3k!?=9`2ofEAlj~S>w<&}i*-t%pyIiL8psWrhSh0y^>rfZkbc_*}L zUMM(W2G_Rv-?vjTr2XqNx&e!M{-$UyFg)wmci=v}VSW`>I{@_mogT;cO=fG&Pgw^x zlS&Tdq~Pi<1>F|M8+unEPTg428YdxPr{`;U#?gjN3qhl1zns;wCw9K`sgT6~%a@4A zQv52oW^=O3|F8ytL+@Aj!6Yd#U8Iz{$L<5O0SFi1^YSfFNVu)3BL%K?wuh#qGVq}n z3#pKF{#v(vGQV5LX}hNVQA735=&+cgm()2T^?Ksxv$)TR3#y-AOr?SP+Oh@(#Z)moqH$$9Z_{m{-b?Pt+Fvj-`&Bs%v0-at)ksNw{6 z;ln16lU!Yy*brkph2c%P=&LgCIu5-rru$({b)GqpNE#JN^Zih=d9u#i+-|*KIT;tRc z5&!ElntyD6TpVuO@VReqcp;wEps^1~(=J^X>eZFOCSJuO@vtMJ28uANEkU1PB^v^Bv+47a`hMpYr%bT^I^B*Wo zpKht=~XSFAQ!O~wC zz2-n1rNj)!O#+3=BBSlPp7Jf(o=yO_rFg7YCt>rQ-Z#7 zVIR8jO&_{8@9RA8%N`9dvLp;PGwtBsrlc~6)aTELm}W8P+7g&6xZ;RYgn`BJ4=-=n zAZ|Dv;x`c9U{P@~EYPzfqYyu6qGSI8=#Yca(qy_Wv^wp{0-Scu`i|f6PR2JmaokE9 zUcZ}mKYeEb$Y1f}lls!urIocXiX%zNFiG=)E5^^z|`+gpnDLz!&xc^mtP8zYxSQhbKbkV zYMN$gzeSmc(u<*;3?)%Ze3iOu+OsZDNezJXc~(E>phctZhbic3et@Pm&?-kOh8*HbDUyt zWk7PN!O?6T)EX4gOnaZZ#Q~PG?obFb`5+MgVtW=z%3$Airj;N#z5eeTmm47hB;9fW z`>ATTtZAU_{)}zfBGKTl?20i+#8%D!YB-Hg9Wec=FcD|pwYALo3`a3OmcLTiOs`vv zQCB{og~4H7#|UP_=Bc~Tdn3P$JvU#ydqt9cruoBfrG^A|!go2>230mLY1j8!s7bEs z|D4S%1uT&fnqyu+Eklp>?nQU;6Tkbdw(R}ehnxKvgVl@j2aJ9GX&;x8ZQsqhaA)*) ze7oai2D5h%iFP^f#BFIc%HKmFxW;w>Gn)W(ZW`YnwDyvX-h>sKr-Rupec#>zEOU2K z@A}E0C(Dzb3Qz|C(-$8{K~yX-vzp&9R&~;Gd2@8qNitsZOi}=IYZ+jCJS#2xS;Hrn z#AwU?>weX?_NG)Ovh(r7*6{738RnMt=Q_TNTDyJ|msWeOOp z1*Rk<5OXndKMBh;`t2Uxo!`5R_}<=s-CwEwIZ0TPqQ#M0ODU=4m#AQJhPSMMyI{3A za)0Z%eW;~tfp>w%q-N++(mHB5((+9ZwG5W=Xc!=J&?5P-0VR(_z-*cSQav$aBVR7> z1;VUDb(fJMG0rB?TQFbidd9+&4K`BlX?XG>AG%_k#EVhT<-mog*u<&@x-GaQG6U<% z7qv4{%EZ6-tr})#t5!er%TpD1=td=O%>)}L->BA z;u4c_1?y+VUFBk@-RiTfF z22i?ewFP$ZATmCRVaPHeQWZ9NqO(baMgQO10G*?F0R~I)9n`Oa0^lp9#E~6}hV6Mz zc0@*UXh0N#V;-#1H~`D@+ip+fM}==O${*cN2;XK_1e(T!P#6V*1ImDnH`xzL=bUXU z4^kcCm79y6rT0xbn>MSA0)J_wa1INo1FZZ?AJ2b%x(*pMQs`QS*K*?U8k7PNgpD+onLf2P{D7OEWm6IjQISK|;8V+rYp<&$MraT-1{5o&ewsvH zN^3Btq+w^``hSwKB1D9bm9;jLLo!gtP$Qx)NXR(W44}VgwJV zb{VL^Binfrgg}wM#$|v+Ma6a6g5WJ+@I&n0Ui?q_MD8&ZR$VM;&j}b$tlrol7eI3ZCeZe0XIvhX^i;lE+Wh8(MNh_(h%y*%AbO|v9jUfd=39;6L}UEx z3Ytp?=q;s2~(Fog^ zRf~URlPW97nEYTIj}9clxNhE+>3DkT=&uYSB(fb~449rgf3LFA={zi0M{nS_I{c#y zbj}|^L4c-A=D7vo+s=vAciL0Kmw~!W8fYWS4`_fvp*+*zk6fS`$pO?<6qb6PxyHV?h~TVAc04fhiowQi?x1tpm6K z%E6=z)VQGJ3q)lO*%&>K+JqH%wuN*OEN6(a=Jb49aQ4qkK2D2WB35}5EXSBgunjI@C1?0_C3jph8X7I@Q_9>6mg=wC~byrTwYE!_Lhi1eV#4Uk^d zW368bu(hw5JA-v_ZL9ie4=iD1l9HD58QGg&l9fOL!>Ffh%_>TQXJaM3{@UH2`46_P z`HtEjt%KkC8kK2~U^;>zH?o_!3v{gj)wOBw)1R~0L zoK`}ktcSqKbMb&XU+}Vr6dL7mc>dYy=G@TTlq&;B)CSO!{&>%jO2`P1B9s>UVHi+e zT?L?qwiowi#m}Lz&>AMT%in`-!U?ipL(SB$KYRZza+G<@=r zD$3Y1oTV1|?~7s5isgTnormid0{sUIK+9Z`3E>_0Sv6;eh42PWgotn6r@Kt_U%W?M z5Jr0o(|iD}4(7|2{h;rk;8Hh%IIn@NF(93WdsT41`pfQ~__u?8KLjXjEB}em;|_}s zg{UMW3!IIqGc^a(*8nj=H`zZaLMhVWY%nxD<47lg<+n zoUO2OFOcV-yQ?TOvxuZ3yZ}l9X@9Uoo?cT~!rR>y_Q5ryP|*ECL9U($77Hd=?-;Z^ zj`K%)XI-N){EEXz0l@sq5WOST`+N;yK#c^3kH;3cm5-R&BMzTISmzGij!CNw|- zA7?Vu=6==!rXed4Y4crgWv62&g`>iOs5AX3m!h_uJrJr3)p^fiBdykLzRXQ{0!GVk zo9P2ue-_(??TzDDoBksiB~9= zfyltO`Mw|zXk9B52}}L1F`uFW7g~5i=APBr(EHQ0sDvneMam#~nVd9D zhPeyDI))g2$}DbLbU4cIlu-{Pe-5Orn$*QdZc|n17xv!Clk2+P%NwNs4#2dD!L4f9_BM zt-n;WW--F<)r(@k>_NP@&kA>6G(r^yojN#$Ra z5wQmox*OaLL?V$)uWm5viQ>Z`;r>BX$4gaXH$Q_#0Hp4-!)x-@I>1?BcHb(iow3Hi z)?d@j*L?A85DR2@=mzAmJ#oqVjpgvXL7y#v~A%=Px zNiNsb&*BEEcf0QPNBR&$j0+uP&@gV0qE$+(7eh0cyV3OmP6}Dvzl)*2Ol7ApblGd? zGFVfei4SdEPGehvz$>-*=IX9u$b?~4L}t&H9d%h>XNHln|NANLZb`M1($}6dd_>_z znv@5CY5P93`=c8ZSyW^=ow`U$Hqs1=zAdatq8OL{?uviks9%YBV@IvL%}kI++JA@l z_2`iDgrXkvz0L!cz+(#L5Ho4fb?=YCkK~wRm<8Yh6J5}A3FQUxkm9l^5{cqPH9|sr z%{Y@u1Qyv$hFZlU5+4Og_30y%#w1c+br>>NhGvCOfu2wEY;c^;*sq*==aHPq z)_9{{c#n=(PYU4~{Ogc)MCxBy8h!nuBBzp+FOrr|T+LERT(*z~O`{|?{^ zlo*yo%4#Nvo|qTW-u(PtzvB7SNqJFj;33qx=WGJD1MS0#csx+OqI(d|X(p~=>^d+m z>qk%?Hr+ZuM`aCq+V)kdPr%`-_g8>%U~v6vT3F(XU8Y6+l}+VvPt0okYVJz>?4;8c zGsj@Kr5id+xCJr#Q*SeOT+E>F#O*{$&5!3&&+v8y*EV70hvttpw!8<&^q2aB0uXY* zD`=R*J)7(CK4O;q6QQX2q!}ZLJnW?p7Iu&RmNRIe7rZbMmDFKmXrI%Ot{AZ7AUKPW znx?Z&u~dk0Yvz1u3pX0?28VzjfES5?&7~%bP8sMBQE*YcBjAW`xxs*Wf^;|kSPD6j zXfEjX^;h;r`og@|o7fYWrWE8~&(u^Wz&MHn{AY2ZKP}q@LEvTqzhp-9I4m$IFg#Fd zy51K1X`uP7go#Au+NvbsBU?(x@FL@wb}X$iZ7YbhP7a3)&Nx!27q;8uY@Hp1u71i; z0+eHGMqg5<;S_!H2Fx0SkM2bhhrP~pWx59IF`t6DN#*XGl5AUF?AjvQ#(>MUftq+? zR}s4WSc;!}#(R9>C(`GMU`UiaqKwY>SM3)a_kgWXnP;Xs*`-@{;Ims=*C@{91JtR6 zwC5jRbbX0>WR`c<{J}oXLL57Sy~kWuVfr^k;hDoO`CN5#>0tC%IT3oPsB3rMLPCb9 zeRcZs-O7|*U7h*GYEih=XsvToAMv*vC0&_-V!}VHjP?f8+FQP{=Ss_K2*G`}N47m; zw7(&&Rb6&0TqG8)=vZmE?zYqnddJXwF*r*WDE^6;1t z-vAL@ulJ98vc8619Px@sXDdg9rL4jkh_pZ`qB^(;0`d_J+fpJah)*zI5e&JlNvWbi zp76@=Jn$Wgu2hhVPF-FRGNwEs>jHxHuZKQRnlFHqA?uGDiJ_XlX$AJzkD4x`P+AY^ zR{gz8_sSm17vc2K7v7}pyde+Sk(8fE3H3e4m`IO9W>`GvGUcap~wLt7{#QaSE*T& ziJ7jB>Ov*jWj}^)L5==rAvbQNhhP17Q|+p6jJFc#y<^ThQmCSB6H!~LWm^{~5Rh5@d!>+~j+cVR#zf}7Dd`wq4 zWHI;M7?+kTe2JJ&Fy{5%wxq5R$~A?0nvX)e zLS+l8-v9=^2t)xJ*rixWeRdy_#}7|zmjNHiqV%l{#Nz~*b{ldBDO)Btubqyd+)RJ8AD zHH6tpR#!rQ&;^{f35Fd7`XD?U$xkg|r4+XYXR_e{7jk=)p50*G-w7(8tS(UxaZZiX zK~GHjx$MfWI^?i08UaFoH{Ubdm$~bHMA${IqpoRqsv6)3Xe&;jiP)(4dQ~KzdWmWY zvt#f%$ScC;p1aL0A9WBvqmsFYa}u$7=Zdc>eB*$e^o2;+=X;v3Ziqv%DLXaF(_;ml zjF+y@-57*S@%fA#P)-MF10z(Qh0te3Y4 z5eXQ0Q;HFtDadW%o;uf55+U?sstl4YKBvj9;I6E#wEL>yM4=JLm)KzX$GDg^e>($X zkzn zL)^HIc?;|3I%7$*bDM9!F_h8tGeBBBAm)GOZy$K*f0tg3wAKaOR4{xtG|Wno*?I3T zS8>?)x+$@kA~lPuOm)QB3xBwFhp1xXLQym)oAe`O=cDdgblKS2V#LLa;u}$cX}vL>2v#BHGDk; zS*Sx>(api;kp5sK;u1PVT)!&Dv_mynY}r z74GRT2}k;KaED=&253vP?s@C$Ce$|^LYQzXH5r*T=s#6_kAsRjy*(QkcV>DotW#e> z`^BLPo2sIbl$1|KeAHs+RjMuP&fCuF50XLN{?KPXU+h(n%m^PFf%?CEC(TbfE~_r7 zkGab8P%a_#bKUvPmpA3-D6|o57?7_tvnmRI3G*;{pOmLy4PEOhYlLwlU9Ev4%>BtD#c=gS(u-k_Gsx@3V52Bgdi=`;&j~k|+(d}}f&MbiX5A1o zW29w*P4V$Ee6qMZ`3;vBk2xG7ydh3WhhsC+Z@~*I-5UKC&g}!6HXcN|=kP2YiEl$} z*nf~G`VGBZv!ul0eQan@7vsT++m#gi3EuQWH8l;*biR(wi2U)3&o}|`CH7QEVP}N| z9ra^sp=#MQj~orw+5_YzzIsA7a?*(bVj5@G~D_1XHinZwtQ+XIOYlzd#>O zFGw21D^j=#PmTD5j`^G8+$rC;z&E!!-Kan-o<6x=Y~^crN6@q6N0?@#PHetv{70fA z+37ubmLJ^GEY)q_ZT?7Jjp@>eLk<={K_bv!YSt0My9nDTMEUu0Qe0nQ%G^D1eC9iX zA}joZf9blAiL-3XmL6Q?{i%;irI;WB?@Ju}AUXx^ul+216|qaBpsB-!D1#lmQqW0U zj>^#QAgdD}KJdt!{7>MC0GMR-?Zvi`Y|M+Fd}~G$mxK~$(ineW zqVJ*m>avy+kUht=c}(WgFBbNa;PXKtxGu@+A($M2sf-g`eS?@#QWGPIn9`axRj7g_ z#g7iAZoL;dIfPy%nc?4Mpiy*h-l4(Ex;MXx37I}(dX5-@OP_A3c@%BUqQ1!TyDqGo z;fXXFgrwrNEN{t@D{@z^9L@y%wY18|dV4E;bsf%{Dx0sEE;ysMx83MpNSDu|%GSOF zl!p1r^e8KGKRMlM`nOg48Y9U$6bTgh8!r6>m)^1*C>*n14#upKT(dTiUUob! zi9t!lWvxr;ejH9xRz=-9BH<6|5?AfTDKKbqJ@}=>`(zEV8%>K}fB@69UZqU7B3Bbm zhBc_O+=S6ncrMCgf&T0sN?MMIxcmHWHC?0=Lc?=w53h`eoM+330mhpRYv$5hBnYn& zy-qz572$L^H88&FkGB#t!F3AheE&7af1@X~c5+T23c>u2_QHSTXJ~D1C%OdPuF&0A z+-m%7vVeS|Ws6p;vTUoVOh+pw!=$ox`1NBwfPaRc!hBRA zcVbf#kWz=k@1^+5{$*N28W$tiH8W3g2qvRMo@iHEwJf|J#w`!Gl3IR0IdzB*HI?+| zO0XA*zmU&!X&x6x{~l)_RWho9<3F}){Db%>d5FM->x4`5Zwj1g`!NGD%4k8j;a4-2 z+?CH(_~0CW5a&<46A03wQc=6&84%8)LgffOqM+~3`y_%{bzc!I#(jO(b)3{y9LZrA zRoE($CQ^&zn-x)& zzQZ8xJ}cxRmrVGSrYNYi|0V758yDP)-GCY@A5 zd!(EQmqa!#O_iRgTJqRJ$=-GXB^ped|Wr%(v$Q zz?w?BXR!>qsYdMg8JiyyA0vjp?swmuinx7MODN6OgVty|yb7LV-6Ctq(n{%nJ67gKx&C$n9hJLSq&~^8unn5Kh@fMMl&K z(WOCLuxGZy!~y8t28hT4o;5F3x7OGCVsrIgJx<*lcd6LB?L%aiu2n^xLtO9EFFvtjy zdlA>=pVrpd933ZCme$!J+`=hus$U>3(*O1B0)VhKd-NfaIyYi1NGQEWyNUVNWXL|| zK9ax?)oD^SU0tI<`79kbnCO;CBMDS1X-Sy#Eu+gDh#8{T%u5#|utbuFxPxA;rqVUM zc)3bvp?jo(T#2yh6GNT!adFsEr*eryk-G^pK1;s10OJ!)8KgNs)mHI9 z8=1?%U7_HcC_>FMYKRF%fRAFUk4`l3VDY7|6v}Wmp+vPrwUcQ3zpW;u=SGI-{})bUr@H@-OgL@GqdH z79IQ}hMH5%m0`DV?RB<=`m-%-63YI?2@_vvxxZfa1#-v0X@uUXzU~gPMZ$_3&mYHcaQb!g<%cHSjj{?VMkzWzA*O|Ku@49JRO|^M zgruKC${B7`FVeGV`MIQ(LD~-0s~}zw-7V1eu!G*vW})QOe0}HH7+6*rO)5bU?uW2< zuzisUA*22n3c(D6LnK_}Tf{yr`K#FdLXBeM_s52wS1K4ZC}v{n=Rdjl3}xQ!dix_` z`PU>zJu)3q3?qQYxaq!At0UF6WDd~5cckly!F$b7?QUsB1waK*Q}L`Rn@G=U6J(1RB#g2 z>`9i!(bf*ybl_I*2G8D#9t(Gp4C%S)sh>;HazqS~)_y8z5qCQPuj#$R-9jntuVd!K zytE?#l&>hsOVNixr||^p-?P=r07;5;)OeFgZAD`a59p~JnIGq8rQzlSUQiY#$7PF* zVI@Q}UpdjbTVY!v!#fp3y-e|D2|VhgUQ=Ka%w^O}?N38>{1lDAt}>Bw29j~O(jO^m z+9_-D>q*JAKge8U6)yng#5wd=h*6$cAPjI4M~vdQ+7dJ{5)I6R}{7iHW(PA^*DWwB1zI8OoUsav%06 zs#CU-XStE|P;*mc39O}Gl3H(>*#nKK_fZHDAjm2c#b8i8tJw>pI7QIK&l13*zj(d6 z_6{OTtv1eh7Pm=a!1bmy2M#aD!Gnzl%-SkLvyLM>oG48V-&Lm3@OuTrJ9JLz4}kU= z6Bv43wOch7B29&4+KfV-3#Nxu$fHX2Q^AUr1>T7C4K4r>*)Mo87t1+WJ&>tsC;b8d z8X7x6_d>QvY*r*kSp%kA+X85#R{?OwAn0Ol%B6h< zJOe-@;=9_)j+|pTBFk!KGLdY+UX+JQe27bB!2`X^p4i5%ui^q(-P*(kfTk(vV3h|{X4YgM=#&eFH z58)Ld!hd&`c`dm9>MWPNv!EUvbax`sFW9Vi9^#V*$oxNOo;t@dF!Uf*q(ICV)fRx6 z;K)3ZQTs>=V4`&fN(WCX;fb<_i72ZyU}srb&glP9_10lgb>AN-0|N{_bi)kY-R01o z(t^?;Ad-TV0}S0E0wU56DWHgVkMH+)pL_rHkvZq=SbOcYJ|R}C z0>_i`vK4~@&H#nga{W@yIubBiD<0hx0M+Jf7QaDC`~k(e)Wr>Xp~8^0ME@nf5sP0T z-Z=jQnCMe_EO)knnmhge7p`F7yjZ5{41;n`wfZ?@Ew>B(h8d%cG7^22|8P;SeNGJf z0zeprXD9&)w21}HCu~EVSNuGGoO55A;W~f5A&m1r^{WqV%wGYQLvW<790eLsm?b-y zTxQGfMBXCbzr2GE4=pT-y6*sBKkI6i!7AZ3J+*911~fh-5(^MX>~1>)7^9^*eOSvv)R#TcR00+<4woRG=r+$|?=?FUgCy#IrkDV%@FQms&{W#w2=muX zSAB-V5;wALzdIB=o?-QI#87O^d>48gmF1CTn7Y>t01XB*_8(sU8v>V9oNZbfhq}ju zvyYlvKT4(UHNtE`T$-iMfy1Kj%>?2HP{4QTX1MBr&?#pzb+|U`)HJV=@R{D zvdXl~uB!ZpeFLZn%Bw^5d|x$zAE^dV;nK%|fo~6BRT;qsq(A=;3m`Sw2U=$vovc+` zs{W{i6o8xKX6*+86W{&sa8vgaXRs*IUx{#I7x{Z9NO2*(s0w?ut{(?#Edv-WDZEB_#%`H8P$Wx7 z74y`*xz{|#eKU54M2pVtm9^7rskBr>EMFlO-MjDj4}zr!H9;*>d|(DG;H)Ms&!-VT z{gNO~VRqHh2sOJU>+7?C@6)b7_NR+B(QV~e*jOf zPT&RK22d+ZbDbN0-vm%E6A2}|7~5SWb>jx7icOz9Lze0D)hma_&SPHBjQ7xI)}Iec z%TEvi(<vsc?HCq%jcZxr8tSoJ#k zrUr9l{RJU{u$P2_P=i|Tx9sYLs#^++{7mX&>DM{`c2{!xcfi;R5@pgA2kQ(%$3iET z6|oU5KW9_Z^k_FSAeJLpFy9i14>;88c0o5z{-6j}xN*X|ft?rFVaERh3Vq%p;7sj} zwgN9PGvbB^Fj7&z&{2m}`WbA`+b&e!0t?Ry#u=H3wWx=i)h(JP?E(FJKln;oN|Tcl z%v=UH)Cbs>w!(>-Xzf;{=Zl*09ZNC&#l^;XVtttqIMlv9kTR<@9=1(I#klr-3Jjly zniAEqqsQUoWTDr@wZGvD-?3NdejElu4cy$2eu$I}`X~1TIH~UTyKA|5J2EO4l5_Tz{RGWIs{7WKw7pLR|AVP8G!fIMg?$d zK%L8vSbnib$3x3wsCdTN@wh5r$Uq$j;zqyywrvGFeccqAgo_ryNR!3_cx?FX#gR3$ zTS6J$M`HCt-r<*n6h~2O%Y#muq?SCmj}vO)N3++B+wh0Wk0=oa(BKz4Zr5!%y*@O# zM%%cpJ2c0$^sVEGtqUus= z^^2h}A^MjukMWt7Q}?1+0!bdeQG#}azk6L8DgLcNgfl09Sa@*|UgZrn+456oR|u?v zuTjy`m>PQLjXy?b5U4T3g+4{XP&IA*{AmAls(Rwa_K#p_a>IVb!4Ohs7-}QmYubnN zl4O>VN{pcL3rn36U$KES+Gd_{ZOd}A?r`2%2vepXe)DJQ)twve*6MFY&goByy8)c* z2|YS4ve0{lS@sDos0g<2NhnC{_sr&N8O)?%PB{(&_k z*%Sc{Uh>nHm9h)`(Yl@%O)3fPh$iLor#4g>PEVz&O5t@lGl;|4))m@{EcGBI3W;pe z$~;L6a2FV2;=qZ4M)MjZ1Ocfsb7SZbi|a(%YbceKDu>pU$%A6!lguewForsZ-jWx)jYgs&@$AHcO#L+ zxM?t*@2~Y);@=NW$-*qu1$U9F>?AIljcyH%LiH}vL%2hQ5lBYjWU4&@AFB{W-wek- zVw;^~)*n>&!kW3}QO7!02(92P4;I>BPuWpB4Hibr6^poEG>G4e`J?F%*bFmgbvuYHAIF zgL0*3Xol$qk*3t$fNaM8b9rq9yNN$=EBmgaNfWfR&j0QTq&Es2v@Zs*KuK;`c`43<1GJB! z|3jfK&V(w{uUY`GggKnT1Dt`&u9pAlUp^rMQey@?vd*JV-H$bR!0z>>d{ zeB(a=hfsTl-~9b8oT!pz7OW2%z&0Mjfu6t0|FhpozyM*%`g7o;sd@_qyk2S}-1?&LCoOS?ChVbug9AGEW|tga0tZ zKMU6Akhvnvl?W#hSTB^hQ^3i6zG73D)pl2toz~KE(JV)aPH2hSX52<8BG>%I4dC7= zc%SN>c3<>rN1z}xV;B1>yj4S$Do;oqwf?DLo_l~tWHpEERV$TO7D9$$X+x+^YTR~3}sN7P^wWD;=Hrg84n-^ zROM)%UFV;Lil(;6FXjjl(>?WL`ipWLD6hNsL=WFdVVU&%o}xx;PTi2aas6D4*uwXw z8AwuCENb*F>Va){=CStd4Jv!ofZsF`?9frDWq6CwD?Nn|vs5NaHH)gU@m7kevx7W9p z7gggM*Xlxbw#L-&Y+}3Cuz7WfnAEAi4olCcdQjngZh;e(u~Ed=v?sao1Ub+4f{i@$ z%?2+thGuj+l!V2V{R}rbNfT<`mf_Y|DOXC*W_5FeB`M2N*NB7 z5aI`;4!2?*QmOLz1g-V10ab<9xs8vGyww5}8jPGjs{`P*_43RNBjFeLm?Gn^fP9BP%8+AMyU=F5OB z*XQdgb^T|At5stv8iL#Qb9fD<>Ri5&o1gS^f8b0Cc2dddH@}kL@g=y+CBk3)kmkS% zT@It2IEPb5zR~U@_isZL|mJ0RkUO^5l zu%l4p}X=gWP7r7 zPSR|L$Ii%|yDIMmzk=G?l~V1_0zS$5S~@c4u!z&hrrB5fY^=4&zwTkH9Pkd`Bq#7i zer2%KN_gA4cwyb-d%2ykCR;S~FJAm+^}I5_c?E zlv($px_;AO{M;jE8_xwL;B{@6aM!Ixbd+lN^?M`5q5gtKzc^k~@AfwCU51EQ5HTK^ zF|Lk&?kyljCW>UF3Yody72$n+@t*4d9bMmk@7Wvnb6@IvANt zgvWZwsaZVmI;>hjy;043H$8b(kml<&kZ|K>{JYFxs-KVCC&ESpHvVWOqDR$oaNa{v z;S}NYB`#FV0(O^Zy|r5AmMH*v@-TI+uG zzfO~8nLg!Cs&jj1IVqKZpGB8tOz2NHgQ$16;?dy#O+MChSJlP9x~gGK)z(v2cq=3E z8B17!?S425Vz007bzH2&vj|_6DFK|i>Q*uJPD%QC+X<4$ZaQDr2Lx6{WuYXMHHZ7@ z7N3(Y@0x}Lfr_K?8jK%n5~EK{tFqt9RA_nR zjC79BQbTxRF57GqhQ-=}QaXxyp{he}-r1jd=MMoH)5cn70kUMSMtnf@_T2dRU({{IxwfX$E7bdwwVH(528F?>N*em`A18FXTzepj91( zb?t$IIwH{KmZ_A@gNw=!R+n%t)_B|MGRu2^y4>Dr9lBjx`E;7tX+UK-#4TXMiy+RY zD3{!2+CR<6$-u`H-PRQ!egekdEB)?s=jZCG(HPh60_VO5kzX6igu^%@_#wTKX_}Nj zRF$Y^lhw)a>mFI-M2M2Y%ysS+-Jb0b{iVX6I6j$5Gy2m@uxIzsWiwoN2mSC&xM%y; zoV#~9Duve|n#nV&^zy44{rXXpN7C9`2>x40MY>s={Po@J0VuOdyg;hvjNBcepO?(| z?D}Y1-t*VCKE9{h`3-NH+iE>*;5nM_1fJ)sCjJ0@W#KEXglHJ*4KG_lm>F&?9=rrU zg+f2Q{cqJS!=X7wsOm=LgVw30z=GQk-^IiTER(g$I?W9yjYp-1U08B)3rfh>!9^e{ z;}5q@L`u0UXS3+zeb*GX>{G7aj6Y+_N{W%)AHfRWd|R6jc_qMw-;Z0Z8z?uP^#GmM z9_T`4DOrC;%lv)eHAYLf*8l#NjIla`7T0>`;+|AI8DYr0Z{1s#9h-F`FXxDbyEL&y zU$~p4c5kMyRhLIUxcm9;V)E!&|5dz`-kxv-M+tYo$75Yq-%%g6*@M!Ulv%$Tj_2!h zT(|N=##DtIT&Jl5Mdo`cBgCJ9($!8`)$wwT5u&PdY*>8c}gX08K2K zsD#G?O_=1Mn>F5#>Q6f=-(Q*b-XHYzs#c{sxs5AB?$*jOBO0$-r=cg|p>}N)l7-g5 zkB*8VoF@_b(_N991Z{orp4XZ4W+5DZtrID8*(#zO;@i;oEvAVf>%vBtc9cMeIQs;~ z2b5gw*5F2b5Wly(K)IBI)d>elj4U|7K@!j%5eixs`ab>sJj^dVFnOly|Yl5fk&TjQQk zQavM9*roiP@$}O2Y}P<&bCxr@aXl5a_%vzwtM-8Oj3Z%GJ=Zno&HLy5k>ks$)942N zqs?nTI({4ouwbac)6%ofB0Fhaj&$_ zIY<)$H|f{iD}AZksN~!j%P^&$(O#LQh!Y$!9Q&y<*Jrx%YhTVi78C*r@8>W%D(z=E zG(wEya3JkBF}(|~gbEJpeMc8uQvG1OMaCfRSVP{tNc4Nf>J$hcMTSgrZS zE|R5!ZAJiN;N;CGSk09tON3$0HPeAmoxvlWL6JifIyxE6i}MBfrJ{%8F!e}sRB=8s zNOeJI+Vq9wLDb3sU+>wd0tI8LH1nz*ipu0C)!>Wo@BYr=MV+F>D&Rir_-wNF7-Lsz?gaL%`~}r{)rpTl#sX!b4MKb`@7}_Tlp9Q(2Xq!Sj2HO6vV%i# z5|Y1`$*}@=6&xj$vkQrm4Lxj-UAY@^T&_vEw~wDQVF(>qdo8XBuz0jSs3Dyj$2-C` zCJZ{}-4$fCc%SIzbxQr-k8D3F#26llmL?1~-H$>sWqiV^B_gy2Yx+RhiPGH4p&rIv z81i5(cL8~e;KQpwV|Z|7I1Z?Y`r^d}u0^clB+EivDA=Gm)tEqHWVQ(^$Gm@R^0yj? zs1hFH6;r9?b#5vW z={6+<+=Jo}^)poItyG)GEGJGhiz~|zi?dpSi<)_<0Z=Jc&9qEcr12u-bzpbt>Fb|l zqFT6~23J&q^co(op=zqdE}va^SDHz>0;( zKROB;i2wz{l^ey672lc4&6&YN+N7!dxXn#gKwbC-Tq$8w3!+a)XbZS|vVEt_`tj|N zydBpp@J4M}Wv>U7Y@2zX#muUjF8o@(I#(ll*18#_voji%dnNnPgY)*smaoJOC{mOq ze;Xcz)~O^t_v%n_{`_;*Z=ZJe{wU^Hf>qX(8_T@*e}9Il7v}--EMXdJyNL@U-Cp9a z;|eJ^dPKkJ;@yvbohQm9vhg?NZh;BnrvzF4K)>8rN<SRA)eruh)CuiV;xsI|gyArD4_@ z7cK;~j6lHUye!3_Qjznp+Gy3A2h6u=Q#}|bqA3P_JYYGLxFM~M-$ipC-4Iu+wZN^a z!udcYfL!#e?0?&DoV0UhJc_ePgq&=qeGVkN3PQv`seJzhfG0ta&e#@G|BLZuH`_T% z(84?*^3n<@pk_Cgmj{EC2S=!KitiRI)#nYnIlm!=fZXGB7C-M2y1^rMw_^ODr54;Y z5R%YEE8icy-Z-@p^|2X3odhN=K$nj&c$nidMnGt~0pq=IsKPLBj0u+jCQaf%uD19W zO=1gWXQtYbe(cXX-vM+I%i8YcMP(t@$S7rm^>OK8h0=lyxLoRkHxQq)4Dp#8K3Azh zr3e^aZ-_gC&Ln<3TWFPjDZ{hNVHyyhQR0Z=H@Ui`RkS8aj&^<{y;nN^I-nljx?>Xt zMT?1ni4$flSI`9-LYU+j9iMbC^M3#In&O+by7cW!P{igIR%D$uO_Y`}D;{LaBYWKm z?~O>*B(-{}67ef%VdKs#BIp4Vg8Uvlq! zGCJD_&>j1Xi~tH~{-elvmyI-L|4F$!4Qqb@@i<_<(}Vww`5(BgHa`9a5Urr3Isx-t zk%F_S2>5vR?m`H8cYat&Jp*6&)h{n>*VD|BEsCc2=uP7Y+vDk$179FYnn%Kj%YHNv zI|_86IWbZ|dS?DfU$w0nISAGAO0JKcEn&rZ*^8+kM@tCP>wI?XFG0OkK@*Pk)*A1B zEa>pIj$OvV-w5G7IBNq`ov?jm4yaTcqQZniZUtS6w+lw(A?R7zVp{>oA9@M!oAJ-^ z)THrYdS&ShVE%s32{2sVzcms(eu0rFzv0~&TdQOS=;wjmPj1qbeVYRbz?|Gt*-SrxP-9RWoeLa1jSH`l9mDUVv3;)K^(x4jS8*t&)1@ zKn1Hc+Vu%^Fh^VC!$gb08X!yBx#A~49s(Bm+xu%C4`YFrwLTD=*zAml-9Gsgv@?aI zd|<4oC8G+htY7G z9IBufcV;S*1x1NeNAt2X;a|4~?6Qa^NvO&}`SWX~IZY3M&GE6tka0kxu++b{Bc+om zb$r90qtOt~T@pXz-``(9Z7$mD{=I+y7{LIVCw4&LVt;;|b!!%Mm!MI=`gs(P_C+7x z?Y__R=o2=NHPMBEE;Oq@kX#!}pyXVFbeNPf_7T~a{nD+>dU3d$kN(4G+zoF7?e{`O zakaWbKq+VO&wnWnrGh!EYJFIL49sorS&pLeR=XaJKmRi>IZ1PMt|gY*wO!dduf9lm zx96j0t*bQo7aUFP4AQ5Ozp8hy_dMt%JeW|8vg~`j0@}sKa3a1dE@B`)z;3@x898|d zGzMxn6G&@XFP8B!0*%A}^N~2KEY!E_+(|f8)AQiB5U3J!Q%ZsH_Dib8O3KQU!Kt#= z+HktZl>=2$DA!4Ld2h0us4luy-luE|Z4eigF+=b;%y%Ba(S2Om9wp6D{c&p((1Cn| z^A*5a_kLYG2V`QN;q+DY7jb-D>i11#0aR>e5|YOMB>||foW+dCjZ5@Rqy_EgZp>j% zUmRvv7vd=sYl7NK3|rufn_YIg@*p}RM(Z-;aRz^hbnLA~;(myoQ(-opq@}q8h=)m= zcR+#DV*5k9MgR_FOuFWc$ujFTWP3{lk8_`GHz41)>k~<0LVEAqB7#x<$#ltS4c80h zNO{!2L1UleK!s2zDE4;N;WUW%ywk$TOSkQD<+c>Up^+Mv0o^!TxeDPZ&uR^sPR~Wo ziE$?M1~1w)xEVT01!xBv4D-Rs!}^JM<%aS# z`oDcwV}NWMKwp^C=zdwzSaays%`u?OG0OP>0`xE&g`V7)*coVH&T|g_y326YM*dGi z@hBd>kM}iU)h-=p!DT|_L!9u2*Co(Q0tk%zLpJAXT_;!po@XY=wuX}}rhwfS=ajuQ zMoaP*LQO;?@53#+dC8OH=mLU16Ot)uWe?SrEv|V^{;s=^W8!Hl$1LqhL&~M~5-To2 z0X_0Ar-I2nkCO)a9<&9Ato{$6rBOew<7=|VKE3}PppA@dwz>sc&(xjSeZ>9D;KAs zpjr;c#(`{(v0gV=kA1E?RLAakHJ-hFP_6Tp*w<<q%QravAMJS{^Ih4Yo zkJlV|y|dx6EJ2c>p9$86I=|+8eH!knB&qYQ=5G&Zo!RSXkA@?}d(q7*lYyzy^S+B2 zOXi7>os5`#z$Nfe8Z&9GErXJ^a`q)B4oPxp>Mj*KQ!?)!m-o|lF>Yr3B=JTQCP5A6 zMQx!SzKQT9KNlc?hLx#p(;sC9~Ee;|*5w0PRbT$SQOep&X&qMyowH}K!h@bcO6`et3m9BQeGE+*@-^*;= z7mO?+jLlGao(htJ4R#25)gFmw-`HQ)N6V_TJKot#TV9tLTXk)IzI_#sIyH1kj;Vn? z;fDx4JjettCQK_Knq4)E!;m%1%fvY^Zf}Zwlj#U8nNIxX(pnZMOszZZ9+IO24 zBPdIXj?GBN85VD;6ko`Yr(LKpk6s($Q2)}ZUy|Y(;ocR8$2wLwpS^j-m8y1os4NO! z-@dXn?q@@CEAuKx+#?*4z&7H1KbvuBa?%A!YwItX`v3xAWD~%2rl^CoYgJ2RlF=Jw zkdeCOyKwBhdCoeSajs@aT>U-q(77<-skHTj$*|rya_8?O3q!Y=e;HLR5XC!@(_uxk zO)g<8uk;GV26^6e0&WomHo5a_aI)b@)nnwa;C=Z`KfNo>5qkH_X|G0_(yE4$Qgj`- zAH0<|eOvt^r#!55!9MuOTW+*39qK|HXzk!ZQdIeRtxGM^u3d#ZqGTtL?3aheWKiKT zP&YJq^A^gj z22HBD;82K3#7qzx6HcUVAbTaFo3Diug*Zyh!jq@muaDl-B8HZx&cr{K%XOmqkq2gs zMkGgZsnC}*iFk5EbOFOm!!AWaGk-JBLWvAqMY11MG50jZ@_m~P9-*3KuVd#@GT8e0 zoGx;B)M-pHrXv3m)*5pA4J};=gX0ndCEbHg(gVG|3OjWww)-2I8pEIZId8QEyFjd7 z3qRmmnNX`u49e--!byyNr#4PdU0;g9$<)xU;3##QF4f%sJe|5YS&+;@F;F)yTTVS` zsLLv&DWjoWHACop=uF|5)d=@)|5_=CCh3EJl$pqmIvjbt0o2f{Gd7amKYJ++g5)Jf zv0r<5&)$vd!7qQM-oAQust?%7W6yM(OaDyY^>}hHb@=<(No4O!WVKi%JGaZ9y_FK< zs4nX+<#*Q+G}2y=jG>E<4pm|s^n*k;Nq4hD3k4C>Sg1 zD4uDL46)?jQqYxQ|I2iOU!JE<$nX@Xj1`@H>G^W|*%KD^I4{z%3f)yo2fUFnB6Z?y zCR!>?hBHng&&7&+c+0FF_i}uQAl(Ff+C?jb6f@5_=ataov^0G#WSEEBR>J5KQ5$>B zayZX(0=X`FD$`K&%`vJ!J&Zm{$$v#RnBvz4~3U6=alf1 z{{DGQS*eBdRvyaq;qWCD{g+mO;)tysjMP?3 zYym+J#J5(!9Fx@c{f-QK4h9vq+W&k+bUUi4%Eq8^qBd5Vkvaa9-ik|QO0FF3cFHd6 zW9M6G!;Nn?r#j#MF2f*4{KQ^eK2TNZqJD?3r_~~sZHxGC;8B3~wTTo(KJkIdlEdB;*-cPzQqTgX(|>6P~N`3wpV@-w>sJ1__#bpdKaq_Wwc97yQITBiv|Az5JsBp2;%59){ z7giB?-$>?~P6&56@{zQkt%4BNGKK?3HIYt#!~qsvYClfxOs=;=%jC*oKMe+>GwmpUz{qvEQl}Zl zT$~XA38u5Rw$4U`5|PI2B}Pp1#zd|TE{jiuUeky(cfyz6 z#v>$ z@}0dx0*qNAZ@7uME6mjdXffkm3?ChY&m`N9F7J2qO|YaTu8#y@1~>^9RIj9@fd}WdA@~yt|bE%bF%-S6PasJ6IwTMz<~kohGY>D`&ss-=)gAg3ojMBrz_i zwHDzxcUNaDQgw+FMR&I;g>!l_QfXN#lb_H?>2XUq{degS`oC#$7O^Sj+1WMEP(0XO zZOq{=te%2Thud%LLV#3@mV9So1j849U)P+$R#Hloe49emSf>O~O9-Q4$Q4GPY#&HW z7i#*|zkX#w5AmmmAB|mP1|^;*29a=@ysEG#i7EgkL_ROO=GxEJ%69-e#*-&9t@x0}o_C%7M%#i_yZ-dZ0jm{L&b2(JZG zF5CO(`JR*A?f}v`!%?&Unn*;*-u4$?T6-2&k-Y_d?J)kN*DPETxS4tu)bAY4G6^j- zO+ednM%*b}vKqU&JJ-xtdE+6t)qSf4r%z88&PvV95caskJD0Gp&JQ$`l&M3Ax+-0z z%}FUkDAyu(tjPHU;oeQUln(YhIX1C_6NNv-e_j;T4-tctCd!z=N_s5cVvgw`O3XY| zvTnEL(vkA(R7s5US{Bgllf3n=X|KPv{d1dkYJqG16KcsA> ztTEc~PLcJaj7^AI;o19tgXhPIKBHgO5rB`i-#m~c6D}i8y5*?($-TfXrwhX(T#zC9 zUSYMa?CbDk_cQq@M5r`{S`DvywdlMfm+jro(r1a=^fw=Xn%mHyW%}J6#M*(&Drq$3 z$RPZHQpa-m^6#P|$w6h72zfMdQol+QOUfO=^KOv^^Ucg)b7r--u zH1Np*Fuf_LxTd_uKsEeBHjsr7L(A`9yfRBl4zf&e=q4t9 zOCd3zE8Eyjq|BO!(m$ptF^!fNXZYFsI5>_|?0%kc5f|k4Ey5Oqxkgj`MHM!_MOqqPqAlakkI>gqld))D6whEr7u*x!W?N7cH z8X0Np!O&CdaZpUT(jQAA@F02X_Ry=7dgmZ|CZ~7R+(xWBti|_(rv>$uo?rItm&byK zL~)|huUl3*h$7=*ebza}uu3>w$4q3U1BGSL)fwgk2K3 z?TJ$djlEM_VI0d;>t%yYRTR$Ha&3*MMmQ6xyiU>SlhqMB_80&P35{L25qLB~<>7>*q_ zN{65#@cvc0jkEk+bzn3AGxfOTGS>$kdDl^AFyQyWn$#D0Ix<<-33oW<$t$QoH zk|uOk_GD6G`2EHV!=Z+Pfe&4ggviRuHhk1IsUgR>ygDf^=EaY_z|RX)#ZG-M5cy0! zv#vX$*<_-FMMxNeD=kyTU~R2jrEWaQ=x9dUE#ku z=JDy(bHkGi)o3GB3a*=kK_*A6=ZCJa;L{jE4(N#%nrNf`R!{ws<{ek$JTu<3_P=)- zg<8{p8XD64oMQY~=3S=gxm<9r>t;kD1OCPgOb8Mj9E^2-epuivVbBGW6}e4XZ2i9Z z=+o=FV|@L-8lid~u4)l$DCfSN>9W&kos)xjuyn^eHD)ReYdtq-oYD2;;H&RK8Dx4{ zgW9xC@40EPgJpn0-+^^T{;}P><=8Ktt4@1pfI2Q;=}4v*)oOGaf@Z>DVh~F$y(})G zQm~{~oSz5b=yL#dQrn=r)m#OWPp^#tF~|%aL#CI<#*S@MU}7%hQo*jQg~z2ZO4c~{ z$C2$iD>Bh}3>I6dRvP4+Uu^lV_TTsH@cFE;x7dg`zS?V69!pG%`#YVIGwvl^A-und)`fg_b+Z;lT6QYQ|rA4RZ>!#ee{gZ*s~+kl`9O1dK(GKOq579Xqc(Z z2@NioQ|px8I5Orbpo2KaE=WluY&+`|p|7omXn>NltB{6XbcSD;35Vv3nS44utDcOf zV0Zfc^LuN+HaRi9ND5fOF>ItuETwiG_sD>3uN2#urd)tgqXf}{gq=&XLgHO5@my)w zHxr;Yf8(@oiA(s#D|0VITwqgs-y_jmIqsgFA&2HiMz0*%sQ+S?Y3;N>xB3k%N|}~w z2LcP7Gh|p~vQQq!KQ_R}N z1_m^||W!@uSMbLm##H~>9Ar;DRaXK4X~T4StEr{ z;&sV@F`>`w`E;4~7^pY6yZv_8)d)@Se_b>j4SW&!Wy5~zuDbE8{}R2~S@khMsr~G| zmxR5ppG?wxmq^5vDf1wnsSFygeD z_GMsz^#y-A^!qY~j0SkeOxa!p;pVO4Cg|&;9V}y0l!-Wi)oZ6Nn9wfK#uu0)I*iv`F-6jgFYchcY zkki~0F-jBz(l=xK6uapu(M)J~YLFVcYkbFW|)>*Ga+Z_um_B^;|R%vkCyNnTk zQS1F1!RyySbt`|EXp6F#5J&TPun5S?+q#QuIF4o@`}{mv?iqk6djH$SKp%$TGF>g0 zneyMeD^ohOmGWP&tgN{2bB# zo!6+)IwJh^n?;W3t>x_HCBCU6Q}HttSafsSCnAd-!7mzxe{XbQ7Bu1tOjkewVfaZz zsES>CAQ9;YM>bsHL3F#s19Wu;CmF4ji*Gm3gUBPtX7 zag0B2y!5OXbD23U>iF83Ugi}Jdc$+k1s&f48%0fu(bIgrg^+PplvSv^yZdIA@uOd$ z30y7a9x4m^fVSU<-&>f}NCU zo|s`%-rG4!6I{Cu2}jY`I7TK`8cOyfx45X9V#lzedB= zep?dWm9?kKcuT9#c>95uVORACzO4O8Tko?oL;$VWy{C>)DV8Z}bR6z;HJoejl_)*R z<@`4ip1H()WJ*NhfR%6NEWuR@=(`L+sO`vnii&h54B~XSdhw*ckzx6deO$BRC8l+H9(F4 z>E}+3MMn}%-PxNeQ6GyPe|9AEYtBxJ8u!0M#UTRsGIirFcWg&y;2V%{Lbw~8N63{T ze$gx;DQdzm&rRF5cy%&x90%e~8x=#LgK4ZcUY5N53*29^=VQ6y!y^OLB#Lk4cW)vMVbhjVR{D{rfcE zl3eUG#Q|5-@|r`F+P8a08@dl2GXLZN>ladO2aojJaPg{?&5&alSb9oEGkUO{A{_f6 zj}H~J`E)k_#S!c_TakramvuX&$q-bBh42zI`+nvhsK;0If@E zn9Wh}%5@ayEwv{%<2%+HA8q15E+aHx8VWLP6l|xU7Z^Z2ym1paG^W<4w_950{2M3h zyk2m!SrkfYrr^@W34V@+VG$&j`+rE8SL(Yeh6V=IxjjGzAOQ&caUq9m)tC4e$J=Mq zyL~h3`VYFP;ow|l{Wso(h~B|#2Id;UD!F7-|DGww1bNT2=S1V%(kyx`9gkBBCuI=B z0b8|MCj=w!tj8Py2Y;?I5#xcxZmb3YNbXNZd5d9&f_c=dZ^bih|DudGw1vytTsH+* zK|#DU$p_{^tH2O9_6?sSO&u(Pw19foO7MI+ka3moeCfFcINULyJ|`zel-~~iK22}s z^5VG4_GL{$Hv>M)sX)g4-yCTR z1qe4@7G^kSXMP|7X)hntn)6A}>=54ypZk)+vCD^E(EW_AIJYKHC@0E>faH`7OUZ7$ z;z(1)X0S!uAc3zrViIC)3On=pzjUmXdfZF`$eybK-#KsDh7>OBmxEdEC5JV**n*r6 zBsYZHdXoZM6HjiqPTifWq0M`Kt^5rjGB!N;8);r`HnbptLEf2=V8=e>CO#0CR|l{O z3onqA^FMOrk-hDvh>K0K2n4UJr~5(f{NDpmuuC4_^Gep$dfJ!!|NC>jT(#W# zxinw}(5P}?wG|q&hQPHUAtbcn|F8fiZT_2xQ*J^MNEddD^WE3LY8!4X0C+%#-KB#2 ztzfrW^7h)N19^w4sVLyjWE-Kx`0t*94YtaZ*gP|dUQ|R25~gswv=$7N3=*3wiHC)R zAV9gGCg@9d#Om6b(^lq;0XCc!Q{Vh%#5XrL3w;0Y`x@wR1A_n>N2XLGF&ZF^K!48nXKDKm|G#Al zivl@tsY7416HNom@GA(SQ5pZ@k=)}Hb!R18;Crz0?Hd!Cv!WV1vxpF)1{TM&{m&1n zfNq9blgpcEDm_FWyEaRDbeDmy!y0pEMvJ`TGh|AO=ujt&_7hF7Q7TkxdrGylIK z2d}ihzwhzBGS%!1FogwDQ2&DWiVhSIg42}lAAul}Y1BS$0e-g`8&QM|;j(t_)+qpUQkj zPxwpTX6U0L4C(+(9tx+mnFiV1A^Ex&fSK`p%cW>>=Xp`DN5Np%aOnZJzosj+L^Sr3 zvGb?Maq#o|4VSmMhPQ>ZAc_ip3fF_q4_5Q!11dwvclSCI6jV78T2VMh00WY58^{d? z0;VBzNnkbFsZx-#^WC$e4DpMYUl z9oTvNX63yAOnFjSw8II-)dX83s-K6D2=a##-0TQ}glY`%L0$u?|F7#NQdIxFArhVf z1%O2ixN;?#A{ZuBbr?bcj3N)%79J^l=)51Glb1EF3Io68PYH{Ht2qFFmpqv}Oik{S z_5Psh4EZk~faCTMgeqX7NjBs)uQs&u$@>CickD`G$@d8 z4P1aNjd}c-nV43f{OIQY|7ZSQu~uJy20qS?=HDQSg2jM%g!%XFs<4J{IKg88guIQA z%)JeYD+s6(wF8TsCKcJ(!+#O<+z|V+(*NF!1>Fmd2h&C;P3h}ArL&$vioLV0N&kM8 z6B0^1<&6EWrvLscc*eqi<68nNR1Tv9^)Zuxo2|Y`y&S$(ljBEk{yj?vEswt=&aDM$ zWBWH7PBa-_{}lvGpvyfEUSyg0$EVEkTUUS@4fxp=52$qn+5$Gnx8mV`b4w6R;Vmc^ zz;rB(01avrAmbW-b;$@UVKj62OmP=uq(Gew1%pyRc*-{3`GQ+Vj5dT3yPA>kaj1m* zL<$AF3MjC{H`wVgIg%>|HIW=#$~m2>%(*- zUD8N{q;!WMAzjiT-Cfe9GzgLsBHbX;-Q6MG-QB$N-shbEhxg-t_HRGjYp%J*7*~uj z$_-jIVnE5W4(c3_tNlc6sQ&?6;Bil7S9eA;k?4_08rNy z!y*2zNb>2tSYY`9l;04M2-!riKL0xy5+N@&A+S~ycOsAe;=fN937QxLXVEdyN#0l{ zO_t4}l*!w#xC|;|{59WmK0ViijY+aP%Q4gn>2nJ22)IK0Pau)xYcT}1);VpVfP)GH z%efJMA@WHgX=Ok)!-0LW;eb~N(1)db57JjO5vQ5q(R|Ib!nfSK+Yg{#^vX*UG{~1t zloj`R%%wyB@3m8ALNS#K`aSD*AU^U=gF!eQ8@(}Sr)v^d9`~0F$1ANdelJg&OE34d zpQ=79tJ{G|FY6JX$!>Ku%4nKaMlq3Cr z!pD9#-_ExNi<^)Ek@p^K zN_~sL4tLWhh}uMCc5VAV1=}0!Ea()0W)+_{4)e@brpM+C4pS5|L66l^)zC$5+j%vb zJ+Nq~$P^(_ADm_dFC+!Q?1Aw#O0B*=uA5*X>(sg=B%@^E)OlSo>gwtyMEokO_>xgw z%?Y6uB*9RVU06N~3;?&`nJ}3RT6Ep)NiJW(^8=@szm2B?Ex@=!0AYbPb zk5xREwZ zao)DW$9J#B-gK$~8Y==&LIqB~RN%ySBOoX4DJ=Vg`5PeMa#V6tvMvEhAo_tKYpGS{*57rM*3UV4r!QZrjrLl3LsParlH{oiYH=BE52f@aFnn*T zWP_%a*@~KfdA<>$mQCpEXqI#TFE&2m(ChqV)|!@zg!#*-34z;N@t-6f_9nVjJt(Ai@}Qa#4nHRA zvYU^j%i4wtNjm@@oC5AJ6RJ~~Rj+|M1BP2T5kxnQbswmj*<5@D&Q^vKzAgEwMeMZ$59-B7U# zED%_1_9pn4#$7{K^Ins3l?i-#echCB;z-a9>*J~vUnqh?%C_JS0`A9>An(V4txyYSj5*--Q^2`MW&s$_>-$&-M7FbZNDYCu z0lxYoWmMXO4f}+z;56GI7^l5cPYMs_mCR~y3^}9R30OzV1{U~DmFmn=^1;piuDM@i zVPS!+bSt-lpj(g#-e(AUM)oHJ%9#^s{`ZN>z+4^7_JYqGyil2ffZd3GGA7Nk!$P$+ zz?sET%fyRb(n3CeOf|?|W)y=0IjjRrIhdl7hQx~%WE-#}4~*Vb`xbJ$LC$TX)ouz6 zBR}u4)&ale8ONYXYv8>}^#YI~{?%8uA;+_TyD^3iJxpKm zxgQ%)%xXMde7~r`p$7nc(s3V{Y~Q!~K9OLB41Gd^6M#g;GhBz>$^L$sD-N)WlPw?$ zavH)o^qOTPAY+7rUI7qxF)PsmKn5&`){397hM}9ps$=S;PVhYw@wzNvBz|u>Q$hrS zfejH&E&(|2VEqSG6Wfj5u&|i`i6qy zz)cK9dU?1x>H8^A%UG-eC}B2zz;Yo$pTO;w^`}+REB`7W_YscJ3ibcN8zJxraP38n zYJ>FzecQ!q8u&w?Ob_B228Z}JGJYcBzXXK{bVR6=S&tQ3>?XKfQc+f(kD!*$7oWXk z0RygjK-J9#T;l93drzOg`Iw1W zs^p52+7AcS34C<_xQ!L7L_8S3Z8sQ8DZysg1_jxo*!Odi4HFbA5tn$MO@G7wcMkB# z;OBuBh5|jSxK$d_6EQC=tBw^8Z~BW~bTJJdphw_=6hPR7Y3f302n}vT1(alu6pzK2 z=+!$gWs|MC6eLM5=wle`9)Iw=slW!xzZ&hMX9G#By}YjvKV2br&VnyC*INNxn_f^vBti#;qG3@QLh2U70M6Ts9Yqi$ zR6{T;p6@~4eLGg{LJ0>WwF(M-#=P`jJU5M?B%}aKNe!<802HSJi^8DO(*NMY{Lh~T zKRi|05UitSd}#h~ijyqp$pLETeBAyFA%Wxst&@(40YHxT0Aj!WBgX&z*=)`}R>Yos zfWu{{TTR_u!T&A?lgHu#Vjd)7+VC}Hnph%4fc}nkP){L|^8c}O!Fi7crp}QK=Q-7;#R&2K*pgp z1mSxBA#6ngIu4|JV=zlhC6tX~>~|@+ZEn)w;7=Q?fS%x%@ApAnD`I@-(d}?90F8(v zc&c!qDcGL{!Vm`Lzh}BhWd6iK!tc@-C?uyT-qwN)89Dis>EPxD3He9f9Q-r-jsJ4P zg*_vNGK7c$Lus*EL;YK0MrkB2TCt)4lAvReEmpp}XqE$AA@D`tr-@0()?jj|uv zstPc1m3;4iU%~%g>mh5&SsmN<3s6m@xX1p%hM`P{xJJol9M3N5}D`z+X|ANNbR*wT3f9>_|&2pCMQu;{D?|*xv`+_Qhn39UfIx+Ln&xkY3+X$mG>&0I^@RZ>hXmLboInMrElGeL z0u2~M-eqB#fMJOAs(EOjmddr(d(TH{_zJ|%WC@vhNG!MbKX!rN7bte1?orKph=&dN z59$G^6$1Gaf*x!@lEP0Y+tfnEG4wnElk5s5>%A1`mVh2;Ggko(&bSMKaHeTu1^YR4S;3S?8LRmguH$)PBSpif}PCb#lr^tuXv%iMb$6 ze!TgwIB=5!FNp0$cJRmBBl(BeQkG(m%2Wb^MWC9EU45=`5Db+*&j1#JIY z%8U1n!TeW}i+-TZB7#pQOr6${yp+fSr905xVo)3pri+t&aWBMh_G_)C855X4VauNb zvh46D2>gdnXyMP|s{{dHU8ldRFN4=W(U+TJJ&?C>-*7en!NEZ)&Z}t8o%{H)ZFZXa-zT6pqIel0KTyszB z-91R3kXA>Gjm}H^mgl>R{8rm90vRV^D0nE@5@FoJ7d6*o!WVn?E72E6gkBTl9wV5I zU=J%{?}mG>!AA1_Mw-69pBUmJQBWO$4r-JZSCZ~0P) zKg*nn%VnjuA@R`qwAP7umExv4Y@SKhguL@$Q`|fg%`TKtez%IwW1rr}*gba~gA1V}h$fNC)>;fgK`|MKFRG(}&X8WLbDVwy`}qk*p_QhoIa z=f|*VSr|yKMu2nk($u`ffuRhC9Ml(n!2j6}*#VYBZwnv1Ig)Q};Qdd-B!pH1Mq<8u zD&^@GcsK^Wwx1#{+e{L+5nE#QzQN>k`m8=2#PbilP3d@QnJG>tOCXTo1GdUdke?yOsOVJ&_TaOB8*?#-2C0Lauq)+k@-im80dB9q^Gyg zy7g|bbkU^UdpOdL+gW;e`Risd(@09!4^lVFbpqboJ z?f^f`xxa8@k08|I6LvjMIAJ)U;XTUQ^GLcr!XM?`A5U{pQ`m05pY*7vdP~z{nnm%`grGTnvxqq z@VyjpJgB-9-;kiCDNeVCiSb$$ZloK^4rH`?9FG_485b(~LjC{jaZ-I6Q2P+ehP6&7 zA6$2aO=0(VJ5aMMqHF{cIc<7)Jj=RYb6wj@(D{)1(BkI`fNTEzelWNZW%!Z4eaGE1LyK2Nld+Vxo`qb-#2?bZ2;4$ngj=|Zj~ z1kZdy#Yrr;yrTen=75T&FOeyUg}0)MT<%F7q%{DsWafEbx=^RLSAT=xHJ z#2n5#zz5aU)fJ30YLt8htl6B!XQG}sq%onFsX|r80BizUFU+1&U_SU%xUPf$xH|T| zUnC5jczb8eaw1P+873rdp)gCES2||Rr}r(d3&w8p9cQjm*yo{mbktcJ4b*=qA?RC7 zmbl3+7N(+&3D>PiV{=ZMZTckhwZwEWWaob+X0ya#U5*z&5e2^w_V5)*$l?j7+AMqweRcv$E04a`2`np`;ZV?d_#aTwE<}Q0nE0l!e&Z`~u zoV?DD^ndG0p`#G;ekFDJf&%nC$m;-G(8y;B>&@<%0j?{V-?fP2kxal%ezqapNxY2& z+$y%P_>g(qf&cI}@ny=+{ph@VY9**wUi^-c z3uZp|&rL{M;fA!sWt;HfLXDo|OmHawYsBAzrMmpWScYZ(IyYoS%Zq$-6;^!0zVE1^ zfAc7$gsYErd+(H`}Big>a1?}oSLk&L}U9J9D zEkK(VPmjZLN9?yHPi7oxGuR{UL@%kWROibpQNsJYkQt3v{;pnuyFPL14e!2CL#v~8 znLhegoo|Q@BLyQ*QRgwukM>;5)8g|~v>b!UPE|Bh6lOMZq+SsJbqfM>8=_LP&HZ{= zyxng`TD5AOkh#lsqTKCQ3gCj#3Q@}(0wJ=E0|KoiWE1R`LIa-Hgg7ZgoB~iv+X!w? z1!)e##@Gz%&}f^$BmxLx41yOonO-RB9vq`)StQ_tipbT4-U_PxW~(dbY@)2|cnvHz z!JuNN7t$h&yMv=gv$a?%!wF9)+%%yojP)Jvdn{30?WtkX;`ZbIYo}F=Fqq241a8f5 zMuM+M0n1MahFcTwr7%A^Z+471s>agGs05h6LoTda5bdsz5_yj^lRT%WUW?z$tDuK# zDD)IuU>Q+=JvLM2d100a6_<#um7#PZjsflE2ft$$woLTR_ZmW=TsxOZs#319LO+X= z0$!bF?;8PYM(dI7G=z=M8l>WUsE$l44Vf0vf)9>o(c@pNGx{*!9h-sA^7Cvht&}VN zj3ln@=K{}owGUHbL2So_&b;g1S3we=k;{FnCNUNxYP*`IzeKs3$`<5Q(&v@hB$6!-n79Euf5!~tcUM2x=yj;*W8 zba2Yml4<5BhM!zw8i>QLT#3An8%A@tg@*5;lUUb)sN9HR5^jO7Ds59h|Po6B&DnpS_K)^#|dFDpR?!!4VC>lSTv1yWqSG z0PVm3`zZe>8|h#g4v`XU0VV*t8Nr5u%X+2@=z5V791LJ6D6PVGnZ!pYYNEMf)J2}g zLWag8e&*x;c8~M=H@%Vu39C-i=skM^k7J|)t{r(%#CTy;G_o6hIkXhomxQlIY3QMJ zQ)fCsR#9%1L3KH~5iw|-h=fVBo@#Hy+W2DQ{(NZ3%TtmooF-__eonwmZRUz=sn#rL zr{7wXCjb}@ATEv4s+#v71MFUyjv&uZ|34-3hg<(6twAuG)(CmCFAf$6MhHu{oTleK zh`kg3f8xdRo;W;}k2`Wt?;3NZC;j|zq+hk4hd3wv3L9OKoHHzg%l0!4m_6;!2`f4z z80?|>_(Pl~`r`JHXr;wZwSTj&x}UVZ^WmmI4A3uMVc=0#56VYx?_$VB)XW@&2d&5e^P4Q}(KLGlGvAYOzk1Bo34J@%3!#y~5E$3x@A>i}ao^1- zbn8x$o{G^I;t^kF^oz~O$Op!xyFSE463}h58#H?a%$Dm@IVI44NT*Jb_`$STY5E4? z^6>X|i^VX$f!;G$j%Y{`*V)bPH{oYG9xTf z7@4bN)WP{GP?f#2UnT)!Q!hg*Ki2R-FCS3=L1j#|U?N@Y%5XhaA5rRWl0_BB~bi>lesjJ_?n=@gVVvcEcB%5}<8@-XmP zZG$e}A(*SRCkG{G9ydnaw=DO1AkJXZDMSMBb)cs{u84Fi2ja{#Rh1rWsW6i}(*5-j z6LNt~n6PA2mr4@gWhST7&v!;+0E5d^`vj=of0DHjxvlH#%GUL6blvA^{-zhR#@{mB zDFtZQhj6qpWTCki=J1VVzaZixgvHyhI`eN5jRGXP^CpJ-t1L%@k_csP5(Q zDA*|n|A?L`;-}m%(E8;LhPL$L^i;|3qJ0)fx300AS(%nnNaXmy1P!10MiL3|a$kIp z3iWO)fG|qZ5r&!*eX)1@6|3`3pr3AZdF^(uk=OB>#ct8}xYQ?U`Dwf&q`LKK&O7Le zDam;A<-XAJ_6LO$CrSdn4s;GJaR;w_uFk?XuajZ9SMjVrWx-@cVY3PHpJz>$4C#vo z_35*}bIs-)>i}j^0t(cSJ|M#soCf1z#QA@wQs!P1_VJ5)tR)x-t_j#MtI5$)DFX~d z&+B~`nP0P_K?vwwD3)CNl=&Ng28NJ1MX&fbG_I(+BM5o{msDZc4&zX1XKQ3EMoT#L z8${`%@{}>)YvRQH-OjG(Vr9YhAw zG5F(NJA9ZznS3u$LNB$*wZ~1TE|;t9-<4WqqeL$)M8X8?+zDz1@YGQrw(rY{;KLIc zBiL2Z`83`c{Zk5kWx?SdLR_`oXDR|!l2!PlEl$swQumi65a^6|&->!u?E5CIp}fP~ z{j_`6SJeY5x-tsjj`Y&dbisjn24(^O)~_}z{xuOq4`0^1kT+IK2n0+AaJ!<2XRlHE zzqQ{INwpSf3R*_&Wg6q}1}ov$%LVUy&S$s^U?d@SWR70+>9WUd1s?u)O#I zYp^d}q0^z-^UO3i<|i|KY1dpG&tHzTC_evfpk{MjHj2!s8Z96$CNBBcqF6r@_IYn< zoag~~B2-Cud@_oT4H-ej<8Y=zC}Pr*KZ-y4Gl0Pa-N^hM!WjMPuG8U|uZttMha4Mj ztPEl)&HviJ;^>vBPHQqkZuS8fMwDZ5Kblt`Eef|2Z)1iO>Zq!x?^1<*_`zoTf<-X~ zU|LW{Z2^o4e2h3p(J^wmu+M7%g47!~7fEL$#xUE01^JD65Qd{%O@#TAEJw?<7njh`U6%Y3~E3JN- z7{_g|4PG9ffR*>zs&m$+v$a0$;ck+ST-^}ig3YLd%0{d6P2~0CfzUH4i!N_sVk#b5 zM<~0c$;6B*acQQ3?RS9cx@5jnYVRt2h^4~&)f;7hbSrc13I=>0Ci# zYyU;V<~Sp+m|0`1LhzE#Vbgbu@0+z#uOn9*Iz6y96J=fW01D+mypR$~5W6+EFo?Ll z_oo=F(I|a@D`piHlE@w>44wW0ZO!;&MGBq!%UwYWxT>AMzW5|1NonalEVfxrsC1v@H#;)7v+>4hi)2Eehm((t+H;GN&5BQe{Gy2WrV5I6JSa+mR zKa^5Y4irvC;Y`Q-|3|CY^zwgr^Hao6pGMDU$OHIv0;iHlnBioavGO{9u5Jk?~{4-T$g>KO17@y8TylMW(>AK!UpT@&V_5Q1&aG+B5scLu3MGEwI zs5u^cDSW`o{#)FjQgy0sgMYYpmlt$X52?Eplj}F+A{AG2?2BHfZNy>mTa3TFSHR|N zwz#{eTd#z>!QmP4A)Uf#A{co~5uNxrq35JbZ%ef+qhPRsIJQpD`S{@$P## zVc+{eK~vg*(FCct^I6XJ2Zxv1e%#wpZTrwARHBZIT5x3-KVD-@MZyfha+r*t+TYwMPWi77GK0{F&vOqV$PP~nk@l5|&s)H|A+$Oq|H<}T%_+B=p*erHI zoj#qoT>p9GR@w zdomKPjY03CZ@m;ux_7ekKd``YQFE*VqD?^{&LBqnY`6-1DyZ;YpRgHR1kF z>F>Pge+*|v1$wF)c9--(3+c|ILZ{*I`Wy>e)vz(|TFux8i@fkGZu8H1wWWOTHCn#x zx6-23{2c#2+zgiu9ZQSNnlVq2uvB>TXE{_JtG1=JtE8GrR^g?D4CY?o=@5=M z7*hH~D`SQ{2HaP(>rXmWoj@Edh+mV35w?gu62yMXhqxz)lnn96AvKU`!7d*V;OJG< zeK3~k1UREW#g&RO3Ci#HE_(+yUkHk4SteO}wHX=o47u6A47(*X9=sXMN$Q|GRNS`B zyT6T<#8Zt-f9>|wux09m?vt8kA>=DRJNFmy1Mon((?YA%v5FL zAY3sQ3p`0uQm*0zh$rT+w&(CzOt+xUyX=##Q|dLlKo9S$DPO!BCI?y#hv{%Md@)bq zDA9HIDXVNbw1iTAb~apQpFPaWleZj=!*9?^i2E`1ab(hvL1E~P(p?h!6X-mtR;$(6 z>wV`3gtxF*pl23GzWIp)tpicfOFt}Fq(h9a@7I9E$^jIr_Bo)h4jZuGiJwEb`N{v1 znStSAJ@0EXe3d*e96-tc$9{zjaH*BA@rSQsVO{oTaH19n-9l|B=c8zQUvI4kipYAG zMcJZ~iVqOx%#?Nh!5dWX@3<1c*t65ld45Jc&|q#~X&%hEBL_Pc#N098Q>Nhx&<1rQadV+!OBF!i#xxf>fKeYgS zbMui{STNV}5CY`O_2c-@Pr9|X3kaYm5?Eno=TbcpcaN#D&ykq5{~*C4pef-@PI{U- zwFC8}aGxmEcP2~G9$`v=4rb{0c2W^(itu6o9T7BRJ!1+?aaD6B!ne75f`_B4>wVI%%7g|6ONAq!oM_w`mj%P|V2&haSR=`0gC zbGzBuHN}8Duhzf? z5kCZK(CD&4W?A`M_Yj~2IUNXWuDiFS^;g^zlJlP z%I6yp8C3q2sV&C(3RQYOS>cYR;6#+Db^g;{yqr0?)2UUu8WowgTe|Kv2e#t@(smN; zpFbnAq#M^8CKYk9VT7@gt2cQ=BUeHYhEuZ-GG`vhW^jBoPzp8cafN*zk$wn}@>zzC z)5r4LdNHs3!TG7f)pPa+F>#(*xlaieD-)TQrzq;eTp=3>_{pGSt((1aUG(leRFDIB z$|j%0)0WZLjk{u_xFZaZCyX2*4s8de*|TIw7xEfn0tuf}L7j^*Fe^ucjW_#R&dML( zv@K!}k!RVCEn@vKQ?vA z&(sXzzj5viJxUs@&|rz&eG%wvIL0G@e=BRaH_y4tV?(?@QyQ2Nl&}5AUdWxhLX)7* z-c4evV7$V2mhy6M3g29TOyWGDklpuQaH`Pal>R$h&~s)t%g9GZPyj=`za}NIJYk{! zPFrZ%Bxp2Wv1!6zWMv?ogUpZ@kKaz{#J?68j>?ot4RoWvbUx1W?cw49GN~UN)|5M4 zI-az^GsT$Dt<8g-de5X$a>`{c29yis5*I$)x1XfCqqMaFZ?|AIJvNGhoXlKmuk>Io z;w$)b{hU#cQ zrI@Xn(H-Ad^Lq}st7_9h zd=lX=ghP4zI#v8S2|rN9K9Kq{0+&}8plXzW-X2LVvTP*?I#G%{aCY5BdXLg(o1@+b zL7~IG!yHpGWJuv~gM;9c`&?P0%koW$ANvcbPecEji0I06#rk#Y$5v;Dll?ZD?@por zf!49%T?PlwGh@Xtd7W0WoF8v5F7+FJ%T!u-z`ZnRWR{CKK5C^MCa7hL@DqKVSi%Qe`{Es7^u+kf@#i8m-@6aC zeEB%$C)uCl-dQMdYR29>B?N&gf6M6~yF)zXLCc%I+HwPRr1l_hcjaa~*u}<+at;)> zILr9o{f_5zMqS^CG30pasC=4yq78(|o$K*z}l{rH_F$Vw;A zSiQy?7dM657Z-mdBNXNC!o+MeLu_v#uh%W(9WpU!ESW^XWBaYnRNYHf7VYJbM*iH?d28(B3kP%=9(jR=MHa_fkG zORQYv;Wm`1G>tETU=_(@FY?Cwo8$hRWsX(0(?9uu{oeARz(M+~5XpC?Ndywl@46@= zZa*3xPv8&=+R+W*%7tNZ@@ycI(6Of;B(G_4*we;S%SFQ><1pnwp+mD~h^UUG*6#Vc zEqM*nY+?jBb|M&oD))blMsG(TbMooc2b8Xr6#L`f3M=m^A??OOXekdB@jzM7<#Foz zI?{C%Sa|Q(%K&LBJKLpKq+XAEGQ~0E z!mC|zLA-9a{v4QsO@5=do^_{d%4I5CrWEvA?;P+@&E#K4+;QqEQ&?-1ki6@&EBn^= z8h+^KDwVrCS~4e{s1)>UjWxSlH%eCw9_q0G#;RPx?)Ix4^TtWKXezJBWW$-WEF`_S zz4*ffR!)u45~75%60gIO?p`*V4m)aDOwurJSJAnO?6<-h;QNc7vLbC5;R~*uyw0%* zP)inchi?g1u&AlLoH^S<-5L9pvF7{6_CB)C^QoxF?)+>6Q8F4EK4QiWy~;?--uZ8+ z@cc=7%>XK=qXA&v68Gi3NLlp-t>rt7eL!(wpicfFmLj10J|Q|-)B)o4c8J4R+ZajZ zLIv_$H?Zshk0zpl`Jhq=;4|*;@BYui-zjPji}ivGX@&q*zj6kV7uMSVnrf7b`HCM7 zJI27`w!8Si`p#;+XV%E~@iqWpymp`OX-=>_iHG&)S%<8!Vxm^+qfVqT^^>%eCIe~? zH>%P<$9gc7#InF=ADkfZNEe(KJD*>9g@Kur7om%UyRXh`YJ)dvbtBS z>GAa3yf0ujRnQm5{Z?DOtmJvSazmp`t^8-P#`{36%1D0Z#TL?=4B_{Cf}Toja`=m$ zkA!k=hf0}^nY;mwfUbD&{Y^Jxse%Zl{f3LE`U_t{YvE^w6zrOCybITs0Cto}{l93c zv*pqy7ULD>Cs+|g@Ky;7k&YOlBcE@{hbpyrnA!aE zgb#~;iSWiS$PvxJEl}qpeqE!p{q_r_qhwcjY&C<7Mc0D*D*^gHPCD_*z(Op_FIx5m z()GviSGFs^Frzc;Bc7z~HoA*3`hGBA?a%gQN9VJNbi_}GI$+;4&pO<+TmP0LC7=OS zJBLcEl)_a@p+igBBJ0{j4c-2c{N6^6-89LERNm0af7Jx!Y|d-S8!MkUXeFneQl`^+ zPMQL1PlR(mJgZr#2_&uOAq#O_lQewe+##oLHfVkh?u+Z7)EMe3P~par#r>;?hud1V z!LE8^G_cs&m&8Q0{Wdi!#>j^|`m8aou{~47=lr7eyav)!4$e9;EQuA?_le=|y`*rRDS*{BRG!=yMNm{*%i? z(!37r4N#$R+S<=gHwFpxMr=dCXhnjIvp?%_b-AayIhdrVC(R5^Hn_<%JE8kqgwhZd zVt0TyMI_$StkW7jRx?5zZST`Oqz2($>yi4X4S9w_8RjA{&ONUDu@Eo?}U%7(Y=-O2TiIRlyw zyJIroZhQT;4*@C9(>R4s=aqUvxqFfx^WYHZHBf z3O-9yUs%X?zgZ~1@km`5d72$>Sg^9ccpFQ{w=G|=Q~Csm7OlDo=ZW4XzVGW>#fr<3 zFuJ%q%v(b4NJ9AAibY}adqO8gxqU+Ndq6Wqj{Ny|^t*zi@%x@4zK^lo>bfKXJ_J`k zg#f+37d)J)OP(A4o6A?yMCw8K;EQ0bTt1H)s?R`8+Ne_5vV9KCr>UZJ(q=^aYnKvB zh5@G8%q+LT_qV5K5iw8I^RUIjyJCNwKfn%$Ds+>aN<&ejoN$AQsG9jQovYqdSdVzI7LB__>Kz5@)U_)jr8yaNDfNeD7# zJpC;6voiz!w_Y&V8dJ#2#WZp?sJsRd9gR|qSNiQNtjWQ_{_l7C!0uk*vZn%inBxaPN{i4GBGFAFEkrk;9^9oy1Dx{}z4#M&T2lkscuoTDIP(pAy4b&BGhnl@YHx0g z>FzqU%kAm6wrJPc3p+`6Us@Ym;U*t%hsMbz6~!J6w5Gv`oPGQg! zxqktY>D=`us|0LsR(qDk^`XUivGAWfx#P<{Ax~hj_P>LnzjWjEcor-%!X>Qy{H;hI zlTw$LM8K=ZSPFXI=WOxQ7EP7Uq}O8WLuQ;eQ1Fz0*}&tn>gm&DMG`W^mnSK{kdan8 zAJ8V0YrU=xy=$sK>8ml1`kP2R(%oGgvo=veaqq_7wVR6KzNDDZ9L8$Uy3w9f%j;RJm>dHv!oDo}9^*sls}9zezlN3a6zvMNnn+;4+jT3gpcX{AE zMI8rZ;V-e8ssWu3--~MYvtKIMx2ari-I(x)JA<+Oa=?TGLU!ZeZcny)t`i)3dACw? z3}r9GsUmf`y`ub&gb|szdt*irL#UBLjgP`5=oR7hJg0`V{DT~|0czNNuBE@Xt5m!I zI1X%3#Iy38<^3>krLW*V1_bC6TsQn%*KkbAz!;2~sgIy(s-nA{T`kD;4Z}uHlmzH@ zcX3=tL?iSEA(kPi8yHPX^FYt@_Xa85hD%A*B!vL7FqXVXqLrf-_@=li$qTXqty27| zt;=*vJ?G*`TuPWSmb3arO=toFL9a7$n(c>1Q#q5?pzYz#K--0>l{~3{<;i@Ltqh^B zI70jiL#ZJZMjf~O`QWO{3n1GlKz}s1CWP0j_s2t{r(<32h+$jS8@VHLr%I8WU^NPL zWZ|zPwqzV)7wc?m(K}}B4K5s`zs$J%xwM*QN!kuib^8n3?Pj2^spZOH;NVm0&m+r3E0PtIXuTz8wT>pf+KCpne)az8UFZgL$^K`_=wWF4|<* zBgnlkH>eqtOV;D+zQ5YtfzkehSA&xq&KQ#@j%o~?Dr|qW&+OXb(yE^0mIJF~G%guD zBWP&)UOS+*&i^YkbJp0wZ?0()OHuewy#LEO@`~|yjQG$yzNM)gq2uzv&48ySl z+IU|JiQJs5#3V2T{ea@7FhR_-1>KUE!e2a!2|vK(#E`s!3xuF?v242Dd35jZ8Sek* z1%Uq1k;4;UAf5wLy(AS)@~_tnIMgMo&4wR;I(L1=ay**n5?MG43$Dj*dQIR_a;*!an zDh#3j+Aic_%X45+pwsyxUr<%(R~m?)yejv^@qlgjFzcyzqU_Tv(3vd{U@!S1i9{|| zA8q9){SAA1l)WxTvJ(m&PF~HF(S@&Et@&?d3FRPG6|+$~A-jXw2#NiZ@AEl4(Q7W1 zlX4=CuDZ_A)|;O~5oSOD8kLWNSxm9#?5T)IZl9)Np+vC(>~?bFFi65{nf%+0XfZH}W!JFzbA-($*jW=CvD{QHTb)CbxIctANApae_sLyykj{&+1M;_ zz}t5|2`Bw%xGtGi?56S*RF5fCZ^fD^)eT=a9WeP*eCKIpacXJ@jRJOs>NeTFO_ccD zdZ5YD-S=`;tvz8Fnu^b2Q^x|x`r_in50vM@1Hb>rU(&a=$_DB0|1FO72l4w^N(&35 zv6HBs$LLA-H9;NbjUs5T4lYpk(RZl&W0J_&s^|Q)55(Y$&9lST*7L%kCI1*OVw zg@`ZkC?@m4${+AWgkRmos`~dohPxdWyjnQf4^N;)PRMBTg3sp;?fRN01>LZJlfn*b zeeD@tZPp0k=UfvRzupf@&{7k@Yk7(eR#xmx(cGFf8F2;hsXj*gY*e+>HPsfR~b(mT|y7Qo(SD^Ngx1QhyXJ!$`qw^VM1NvNn6Z$Q+ z{=;}A%mwYV#NMwA^yHL?NM(Mnw}lpE%2{Fyxs2~RSdBd3JDK0HbD?-#DV@%bK84wj z<+i4Aq$ZRpbVpjUb zR?`Ia_`K{p7yD&Gmm!&k3t-deinWfl)4Q~7GTNitpH*Ibp%{-irUMDexrJ}v=26Ci z`77t{5}lAKHsWn@kVdGuQLyr63^L0AgGK)inCz<0xL&puL~sMv?=ypqSApX_|8*qg7S(nM~qCr~&pHFmvur8oQ@cT@2@8Mk)#u;^srm>57me z)da1K@#F2kgW0}=!;)uiE))xNEk45+k(UBSxJ$;{QzjXF9Ng>24UFj_)*R7(7CncD zH3^enVyex5P6K+j28`xdNgvagL~6}${WaoaH|ogwP(y9CWRIWR5fN_=yIPixPg4Z~ zJ>lyv`kG*J2h=a8CD#0W8jKctTpjin(S6b$4nKWn@PVC=`5_@GFwmy@F7S?Kd*X=2>54f*j*O zWU2EliHX6(X}WfPK7T_Z=tdkCy>j+BSWB=bpr|1Wv0ulHO3R2+^DnhlosF(IFTt(=Yuih_THs%uvXIg7zPvtR0|%w^Jl~O@ zTL|??U!L~yg#GT3e!RP6{Dw`}ofCG`zWL=KjHs$G4JAfKy|u;5T6VUq;C}FZyx&Tl zAGxWo>FG^Bz2Q7YGa>@37Ss=-&u-5bsQ3lCu=XNfME`Ch)Xs%G-4hL>Rt1Xn7!bwR z?8D|gU1f42Ml3DG@jDtH{(RSe_<{kVxW>^^g#Kh6gC1*I%4etNnbO;paz;EIj12Mg zx*vt=LRsc?hjUfq3nbN_M++G-#|RA--~-!zybU83Ub`GjBI+GHq@T3e#NylZNq(u9 zRa6ohd9B$yDLy;NM_x%9p_!?H0Ik~D-s*1fOAr*}+qcR1~J^Imu0N+xr zy~wJXZ~QscSO+3^y#aS9Mf$=5DZ2?FHunVV8^x4w!d@g6sG!lJINL38h41xq;|of6 z(MQ!@dxO15`8{8{;G-AoSMLN5^-k8A-p}%dMd6`8E?mv>gE+FtKdu>q3@1s*GXA^M zDZTL$6HO1`|$(J^vo88mN?f4C9&d*XBLXS zq=O6gcL#SSwpbiA2p8jk*=%S)U;L#Dy@zdq&gXs23`P!9-vbY-7|{;!b@2YN=TRUP z39P1z@jeJI%ZHD^)x4^?AYjRJ%cP4UE2_F>C1Pvq%}(L*7kJu>r|lkSebGRMt54p6 z@m_+Ks1i`kf$Bs_7NE$Jp&uxAKN<77v@l8OSODE&@)n)HXq>;(4n+8y!bvyOtq#tX z51?oEqcD_sjCISM_y0@dHrg#uYs9i$_!ama$5=Wh`b5Nc^`O@N>#m$&YrRwe?9NDb z|5&!wV~UXXFPoMxRskPCoci3aMgw17<#nQenQo?qraeKQ^%ic973aO#a0+oqM3PE2 zIW*QX?#1?P`3t&en$r#214Xw+45{8 zOy1Uu0!WB;mFVhFX3T=&Sl`iR*J4GOvSgMP2hh_&S)JS$O9O+`6%h(7x;Y2_QFBcj zRRh<4X6`(ak*5n#oZe@SXg>{aS&aU*qR?47=6iRl*6?N7~CRx z?A#P*?>{HYbZwoB%@?e%j+SyGp(8bK7~^szl@Xv`!``N|otuJRRx^?(2J-o31~G*PzO!CD(?LfJ zmfvZ+rC3di=2$YTtLd6++O?D^#h6dF=H+piIrQghIbxxO+ApsSi8}s2uHG^#%C>v| z9|n*Cq#Fc=6r>TPyF-XkfzPZ<8 z=DOxQ_dfQqKL;m48C;XJJ>K?uxZY2i6T=Na3Gy>}mx|Wlsz_G+Vb9CXES5-=@ z^DoWX-H*kj9X%WhQ#IeSwyk`m|8{l0Cf5jPy(OS0`-jE;HWL-8?r+oObOiLN7=wm; z7!D-{)&*somInb_!jqe5VtG8Zb6fMGxFw5l%`XsB0bxg(v^zCmQ3(HnA@m`{_x3bn z;-^NjNc8sDS9T9qW~1BwDLqk7^)$r4yA4(56-$}C|KRUggf|#Rp*Q(s$zvtXIJQZj zzWno}G`~)Jbuwr|ll{w9Wp1)R?$v|rv{d2=ABSOXPHCV}m{z2pG&$)PD=hjUzl}m2Bd#-yX23SXPovpfuy+Q8<^nV>?lhu1S^S#?4gs z$4k3>s z)RY(Qajvk%SpD-3O(~r_=*G@|q2ie^AGSHIy(v*RIM^Z9ad1j^h8 zFroL8Lw=JwR(svypVv@hI!u!H3xQ|_!*WA%;s=K&GW7MBXd*~Uu`g5;6VeZq2HygXs_W*)5cWVtUyv`>VClVbO6_b&_v_EZ{AUFlrfV z^>skW7(^`3Pr2(Ptb&v;N6XB6&*|%gWMS761FLBUe_{COjWL4jXPdrr^ zp)Pb!;VQ(4Uf6i$oZ~NC|7lm~60H2a6Ywi2{I@<>lv?qweQ9s4=l;wpa`bg8UQbyk zX;6W(-XnvtB6QGAykh_f7#a%nPnk4JgSICzjypS9@SZDaa7Vs*e>}_apwN#j{qEq! zwu>4TMFYwNFyG=XbU;+PWSgEAqrS+$6L=sxD zOET=_(~s)Lbj1+6e>f{l`icAd_4^sMGw+`VBc~eL?I{@ZK3wljQ7pAZ+}&1G&WH`siQH+ipW2*|>Vi`MfDcgU6tlzc`Xq^1FEKI48KqB) z!3y};Q4}~#Lh}6?&Z2$umdq1e#fUT%ZJ37>-b?@b^yk z6u3NjSA~csngOK|svt>b`>iMg8t!wKr}C+@j6WhC`U4?sh_kEseN@$z`tmr4SPkR{!(!S+^ zIAf#;^vJc+$!9O2@1?Wfe0%S7due}cQrZ*k;`TXk3?T?RJFW|C=5*yz51FhCZ0(h! zlfa_zFR#za;0P-?e!n(HGoOs7TwPde+94&EcumK{tHNV@rwlb=M$z+`~UhD_s+v+D% z&8kNQ+`|@s>(Z1<<_!(Z`(8wE1SPub#l^gMIy*sZ-KmvgUhN!=Ic2iKpvRu_v6d6b z6!bZxM8J&*;YmNUdO@Nygg&c4&rvluidNJmZxZM~55A0!$LPdzz;T^@Gc!M#5W z$A%AR6e~)FCFKetQ}>>XI%X&iwh9${-d(RfBM!FZ9h=9ZoH!m#+Rkei@xHxHx%a+J zcDcFQ{=1(PO)O@1vN4TBsi*cr4q?_hG7}o;;gk;+e~|1`8tA+#hPCLCha9ERv{POy zXSEk83EimnQFsqeGF}*K!>pIT`}bmQv(X>ukZXhI+p#lURsw)FmaaLaZGcRPEC2ic zJdKr+37y7p5XR1EIQSv@;|HVwF-QS2&bwu>I2uMNV%^~C=(n}8Aq{NbbO4#w>~-~( z-oV4%eH`#mJ{@S0H>(|UuA2{Da|d9n$cJf^Amco)m&AV?34Y%=*oaeWbms6P_BmDs zX3jOl`21!#<0hQ6aWdLsIWskZtqS#3eIdR(evC50YTdQ6Dq}~gq!y)0@3>yPcl~?x zc<2V7$#6?$exA>R8s#R=)c23i|2Yk`&JsX%6~wTl5;S3T3M8+(Kw zH%&*rA9ogceI!mb-Xqms(q#!4nTLcE$+{YD8!Zgu6e4;J{2mDG`;&OLS0I`bE-D4nZMz)cYkg773xi>H&apxkRM?Q#1Z8DM4ZOU&|$__*f(k`yLqm7+iWTeRZGl_Rclyd~ZptXf!hitRF+SuvVXsS}H4#%fAs!lz&-r@ui=(3OxjzTO zYk}F&SViOaD?74tIr5xHZOt*3{JpA3E7U*g$Y}W3bcoZ0bd1$*$Ht{9IRSG9)xzLe z!VtiDdO2Z;M2s+uqf={+6G<+hb&9BrAShYFB5Mk>MUZV_6)LfMXW;GZDBmhiw>{pC zk~;{z=HvaZJ`VkEeSLAp_g4HmhMAzwdNHE%)>|y10PMeV855i4HS~eUS|JntV4fFg?))SNQN}j-P31K2M-e?fA$QRan0q-(lLp&oHy4EzHVylK zpUcWxOn%6gl#5ds11?!u>Hw+Y*YYvs3(iNAGm4FPt7x|gsdH%oHQ280rNfv5WU9c zE3Mde=47-tm(l|`oxNLXahTr5Fqf#S-*K81t91q>aDUWwOf`P#-6;Su?U;6@v{;H@ zbOIaMMxHsjbmq-B)L|q{U#271$J!RT8b3U*L2GuLkmu|>IYvZ zdt@#Otcpc(oV)CC7uuyzTo1EZE1Rp47=KR`7WA>b(w%woYUlT zKUMh_gw@eq4TwKl=mc^6Nz8B5+%omQyQ$Kuy*EO#CIL^-`f9IcKSGop26hppH7G*x zo?{v`+KDv^=<3F>o0}R+--CT3*!&bBEvMvHG1=e)?_$TQdrMcNgf^6mgNbKJs6nB5 zYMce~Qruw#c>!;}sWD^7;^alBa|MtcXg4n0UsCBi#cpBv8mD<-EIglQy!d%;j-I4< z^?boGPny7{x$|Sv{M$B98SPBrJOwO@iHiA#Qwl=%8uu2ZsSigm^iK*w(tI&BRkK{y9+1%;7M}b1-nB|CnXCz+T;Q+2T5o+a&%&shCyDBS6@S5f zSGL;r{Lm`OzrBH>%wv0me9rrvxnjPBr=ML~IYo?n=T+_6Sl8l(bQS@Z^Pb%c{YG|B zu?jDEi1Qx-FGhlhuTKqGQ^@0_+k?`QaRDq;)`5td;`wH0rgcEOW|=Mz#;Jxu714B% zTn-X&#xN0XdCve|!0C~EJpepkE*T^xBn6*7V^Ol|1{ObBoML52m#qQvyB2K9+52%% z{b_Uh^X!UZR>7w&cD6_cFV@K@76UJhB?)QahXgBhd= zu7<`PsmeOEbssM}$)-vk_&Khf1u#|SPDwPysPDT4rfeHu?(@3G#r=p@UK$xmU{fH} zbed0#Gw|`@GQ9WlxH!)9F{c=uQM>Pw`e;+UtId*U@mEF-aB3_7Xrpw#iWd3E^KFGL z_wH^%fA(8oU=xyRaI>qeZi4SRink_5J8c#X8DERTRMkQHCyf$-K(>n;grTw zgZjI4XsKJ3mFworYmc*&Pi|RM>V!3`OO;m2VPtG={O?o56pA)5wpN>7uB~jz8hBu3 zS5}~_r&nz<3`E<$-^yq)L=u2CC-GW)Gk55jf0B|;pj_FK{b}e$2SJ)@r{8xAH?H~5&MI9?a)xFxWhMrmzS3z zl*;{p5zH+&5EvJ1#}fq4f}EgL>+nFa4wvzclYgogezlR1s6GIrn5hOwvS#mp&E~N} z+7vtU?PQ5;#F5Y1E!54r>HUrKhNC)uq}-VQIl;?azIC4%@8b5{5-3R;EU;Px{Zy~B zrEU(i$!Yif`SEY#;MNbLg~M%a9+M4}e6K^}XSD*Fxd(|RBjikqL7i6Xab`KK+znRZ z8Q#G=*FX&hcHcExv9$VO?9fh7I5B#{EUvy&Y;^eFR0~2M z7QE#aQEaozc(Tw;29ky(@!qrKZz-i{zC1W9OVX$dVm-K7N#{$Tl0utyn*Ww75KW=l zwA6YgaeDq+vgu^Uu9o2VO?}9FB?^TC`NUiRp(?ehkHZ(`&Y7#TDqBKfG6m(#3Jxe| zs-FJ0oB=MW@ecoHO9;$XHiffb$6G0r^OGR74C|DbT{2#&^t?YRxjR za_*ZGW^106c$GvX(3#*mrr;`yz<$U0&XQjW%WuuMdyUiO-IDtKI>g65N^JXc25$B1 zGcshun_nI6w#z*?E9)}F^Ev-+E-0xx*P|(EPS&$?^(!Z_3C<gc%6Pv>D99DMp zxMQiuKKa78_;gR#9Il^nv4^);r91VmW|}BZv#l-;LXGCA8LK@)iH1}8Gr`d&0bmc> zcTTN7cd5Xq&U8AG@-i4Wox0g-m|p^+f#}15MLrx;%JIFwxN*>0jvVW6!CJO-DnK!=+T%*5JTnHU9Fx^J~cZw zw;z6MQB>XT9Uj`s!DwDD*BJK|ZjGCSc(HRldnU>E#>++YMCDkRpO2SU?b-9^VFUu0 zd_9p0FwM{`b}G8p=VWxsv0)&|O-3$`eiHxX+BmPz8r&U|LQxZqXr`9UQ{Cs{*yP2e zLek;Jn&$kVz*pmOXsWDwPeh-wqt)Y}FW(PkgRxoZ zQm`&s>;t6Wi)xt4XPMH1v@>?-7tzOlBYVV~6G}>R1c=0wfY%nZYcP@jWz^;t#80V? zW;Xxu1y+%~p_FL_54xOm4oAY_Om1~ACkmlhQZB0!j)C$_oUteV3PdBS!SDGSegl4! zdfKasy6uoU%cu_E=a&J?^+b2i1Uy4?d&0`xvvghIa{iim(yBifn(7XesviDsjwZBf zG96zvwg?m`;(BC8brZ3wl%e7=?Ax}F$99Z;jfwC+*&!gkA;o9!BG%aW_>Try;Y33;(QhV)#L)n#MGaV^x+Cjm zP+kxT91Rh$WnSm->qh$n8Akq5n%MQnsg^*BN#6ueLEzJ3N@X_+=#c@0JFT7Zyx?jR zP@N|LJoog+RG|;7!^sCPPBF&EShWra7&wiV%{}FVh#}ni?v(e;LvDtFgrOp`I=4FTnSdwq(OU0 zbO>CRasVBoy;#`vZ?S*ctaMDkA&zOf)V7uBX(?7F!5jf}Q~5?UNvnC+6+l>~YD{EW zNZ*-~4uKUw1<+m-NGv&DBGJiO-mKqTJ6W>CnX^*xC%nLCFsz@nP*Tfw$`q_MUXx9& zvmqbWZ_yIz4T*!QYgbS=h&AZv* zG&|wMAA;`xvBPJv*#WkZ5vdgCjN6XWSjZ(S40uh?sk6Hy?^j&zFI*rQ%s3V)h?CXphgyT+7t2oQdyxR<{Lq-z;m!%w6{Gu z2}VH-x%nNlJ>eE$Js0|od;VPYI$|ey;?qqKvHc?;tbhLFtLgGL@c@n$!P`|!FRx|@ z?kwYpkHZdN!w3M~Q{Yc@h!ON2Zz(;IKx+{i?59wj41TvGILML+Nl#B_jv5EqF2!K` zpbK-2DCYO4X)f#WxB@PhQ-&Oeg<3w1I>KK(T6phf%!H9fGWo?8b$4a`I|EU6C2WU2 zAY9}VLX){VOwhj?-Mp30pbFP5WhpGuzS&rFy=55QnGWAcV#Ko%P||NxeBBp;(`V~y zpOa3)x#f)PbtmsWUzdlKB{CU9$WpA=>hYcixz~A1H1B)sPwx)M&MR;JX%@|}%H?qenY z`m8)0+2<%>tX&+SA*;lvHb~Ub8VjTbe9>{rXqZi+?GGY{5=nTm4|F}TViKSMJ zaij7}&TFEBsnECIy%oI4cnW>OF721YiAs7dkHvZ7kf`5eHwhx2kEF{bUZ3H4FL|B> zy+7TPv${Cc{)BILegx0*zWLEeSn*qt@823akIxrgY`G_~*4T0pA4X?1Z&cNRVEp~r zpZ)$Wa7S%CeyD#dL#^!4SW3f;P(kpe3o_4204E~wZv#`IyJoi8mKS{4U@MId|HY-4uMb*ueqk{d%w*zG$%Ou4 zvn8fl>2^Q5-BveGNos-5s*sC*RE>jzTPg36*|mtgYXXXT?Eh$#82>Hm0eg7sWpUM; zZ=b;lU+9rFU;nY_VA1*K)1u*vTuuTf`|tnxF6>TbadsBPHeZF8l8=mxyeI1dMIcyu zFxVOf%(x%Bz)sBQezNxd8&xj3oEqfk>)3b%5E_Vo{9J0A&hP1_kB?72GNYfG83yUr zfI>6do7c!;UqZHyn0>s~bDOro>p;zCSoIl$##(u}GjMw%LtqN@X*-j}I2lbo8Ke=! zRHvE8C%Lr8f5R^}XpymB+1=fH%V#p+tdAtCa;q6$r*d_2}A?SvlzSa&F=4uE7+|ETQ^CmPM=1y4iy;cuI9584ZZ z=GvX}XMnFKSS&hziG6e)CYeGZ=741Q12j>MF?W<*WI05{9df#K7Rp#I6@h`$Va%a%7p9^qTNaD zs$x6Ck(9;BBK0)6_^t79A}&DViM@IkCKLl5bUDb6_5Z_HpR6t#2h~j!(29eCu+b?` z;#7~RN2UtchY9J5hPKR;Zqaz)gywqRe%jvZX1TO3zVGj z6C+U0JXdTyCfEOJihB2NRK%FJO?ap16uur}N@;7uc z&sXN6ff}VWSkx;kO^zBRDpYfx*R^B5W>*ejcrObnu;>{5a6dD~)1nfVHP)D@pPG+v z9eqNdvg|^Vf5t|!pT^B3sgKtisi6F}HJ94|2a*FCahPrD1eyZzFJqO(f}Q%Q_%%oXSa`siK{dS^gcgNfCC0wevDosp!GxGzB2U#j z)x_0iG&BaP5VZiy{x5klB}vAsm{Dn^4J(pb(_(jwa}#}`CQ?@6#29AScp9e&LU zUCnk_-WQvhZkP@T@j+(x=fC&~OGZF2-S0s>2gzs*AerU;7RMTEbt%I)7|pjPqxW{) z5#6P<;`H$UNt@Fuk5A(pO*SoZ^^Pzw4X}TVDL5?ED52KZr8@C^PPu{zg))Gx(Eyle z8n_=O!28>?BP{sDSe5QveT71SVDo z9*V4k>b|fJCCz{O_;{$789Ow>Zv)0a83FjO49U)Q$Zsaipb~mRJLRt^%12#rRN|n? z$=#7N#A20EK+4_zwl#>_P=09-Sn@B_3nO&=MLf^TRZx?>_&R${=Q=yZmJ@aJAzA}B zr`r;sRmU~yWD>`uWn?!WgX^}quzXzl{>JTRQ;bHOzIE8P0Zt;kzV{ zL1H?2+Xn{K)fEZ2#+E!Dfn#A*QKG_k$tXB2RO8V)|oNIs6T1o;RsgT<z&BksuXYu0V^jV zCaI)m_^j5sm%{4jw!|e&nUQ5Uij0gxnyK2uf0RqrJn0mta*oIpeD)`FHr+7u#}7BR zGN4NWL^gj2#pUq|mc6569(WN;qeg+_`x83X565Zgf%x|99q(#!>5gZx^kV^~#d$6~ zgA{SJg=S}kAf%2(ii6h6OezE_`eE!Q5fDidL}1+yDqk=dQ(P4?HZ@ah-y^HM*2z!? zacD6)gXz$LuSR6Ath4X$ZqgLdKtQS=C^p%?o`UrQK3S2YXMV1M_-ojH8U5UkDP+xd zf1p55%6iYZI$jZqFIvLsCLk)Um@ZvM#>LS`mv2ECS(cRN`LL98_P0;{kLW1oYk^vt z^{jTUoN^YYpyf98r2e0bm9Hah4yKN4jYE^@;U(Wx;V0sE{2NIBT+=im0qom3cEfUqeK}#J@|~VT6o6 zG3As|iUAVQwgS=TPYFk+dpRq_}I z?+&;mQ~?O=)Q!rY@&&f&iU*s}lNGe5)MAXXr@{OEr_sbdL0gZjoaI|I9C`qvE;S(@ zM3bGr0(L+p$=vo%L6167q|EjrAc#O1Lf#+jXJYiS6i%z~MKM7q=(#wc_)9TLt-<~J zptwc3Eb>(W5Xd$Hr+65+wkPtS^%z+z;?AV6>b9*ej(xF8Y{;SeP@^fsX{_m)y?{g|Bz8SfJ0(S(&h$h$w> zxAv>9{QaB9W)PxjTfQO&B51@w2q0d;6P!3dc1R2{HZ3v|2}BKYB^hH5h?fDm1CY03 zPhYgcMInAeeo6&!dP*v!fu8{mBHz*N(m9C&>VP=at6b0=>10Gz&n)$=2ybKbQ3PNT z7qE6$-1yq6*6!oK?!~v7FZ^wlnfLKV@{kvCh?Z zced&IZ?|(cA!Rw=SZ}jB*3yt{UB=Q+=Qn*0619+yX0Rk)&(_15Qr_iF!NPbqxrLh>FTpmY_zAq+`sU zD*KKl?g|B1Q5nZRZ4iHmqMVaG(@!IR}ESKwL+Vd=Smg!>Cm6;sSI&J<$;A zX!Nek|3}P$LOJpHTxdFpDJEFx;B+evPsQl%uik$2luu-ReQ~&GqKr`IZ|418YGvcB zZ0hSCF4n1h* z>p~C5l1LKJr%s6jouV$rR4BqPkqW+RLX*a;)xpdN-gvAfJC+&o7n+rdJhltj|84j_ z)oleha{>Y04qyZ=)$#(i`sTC;xlp=$1;B-EQaF;o<4ihx8RE3zYB8NWl69V!AQv~b zx71o9Yq(C-LYy8JczJa7GV)Dr$P5K9wxm^;WT?gF__r75rWBfS_$r@qN`8OibT6)3 zzF8qauA*JjGBQHid$fh@{b4>Ker&2m_w8x-#7|fi!hnz@=>AoBJA3Zcbftmbl&R~x z=Fe#OjD__cGkvgR?-9L6EqGAJkxKW>OQU^mvPDkOjRgRxGp?>wPYN5>CK z2vl-~%x^5V8X19;0YUHC3!oX)-0S?*)=LHlk}CL?h@-*P-D}dr024YS>gR$j@uVTr?f*z+KHVchnKsxq}*}J7@ z3eQK$UZaYm&;1$@AFtl1GTY|evNUM|{3zfZGHyK8*%gaAd^>rZ;XCfLOyhJoPIJBa zN5bR$*gSMXqh3vurDaP0!WtCnmNiAPkYXTj ztQ8@nZNczHigK^E*D#6w;ov*&AVLBcm3fpOs8Ft|fnaPo@mxL&FbG5R7r&P{UCF1O zcFL0=RNx!|%hSNx=!<4lWy~nR8VH~8d$|1M=*a;+Zs!rfEX(|#l zvUcB526)bZ*fIv-s-rIvlat!s=IFEHBVc*coBww|=Xg^&YwITZ@D%u^RQaHx6vq^r z@S}^n8=e~SL&P?(9Jc%WwTGT}-}|x-lCwUxAtQ}l*uF!p634oSwuNX@spgJFcW5u( zFc_1q$*fq}HA;sQM&?RIv&Nl(e;H`hhfvV;j{fTSXddW|Iq~feit6LwjYtHcCz3KN zJ$-eq+XCI?siQvq#6S-^cUf3hzTe_oenED!$B7UbubeeCjo~iLu%|*Up5BASXTnO3`P=cj& zF$)y0XWw7%vdsaCM~K7-#Ym9TK>1oVH&|__?j-uofJSuBU9wfAoCShFt&MfyDB%D6 zaDpx31%w$*C+^udK+>1&@GeAWdBZC*5f6op4rGal_?H7h z2@3&>?i8W&^Z6kd(tnh1I5C2NG^ETi#N}0eKWn`wE?i6~?nQhGeq|1X?_2XJ>*}dD6UHv~VzNiL^^h9P4fPFiNpATSGHlq8|NG3H`Mmxo*Q4}{ z!DcfIo5hF1k*dEUYtIAaNN30eNE9{;ymtdBb5E$$Z$NizepHM)b%ga%9Dk}l<%|Q` zNi~*hquK2IH&y41O|`3W!VK_n^E}RWLXVyWZ3oegZSU{1SXzG=N>;74ov*LRgm?TP zVy%%?3uy-il}YgVVaIL#_7H8a7|gGx$yHTVM`Mp66~)W}>@2kk7?~~E z?SaCY$XfwH&L7DSn^sYR5{3hz(3z$Lsw3MU!gp<6IH)METayCHi{G`kZCU-QaZG?4 zQMav-Af!nd{#hVd+kd6^Qf&q7DQQ$2iuq#+dc|0ek%G1u%=sR@3RaQtzrK#}lY6`? zaP=3GajIF6s&hZ1I0}|OfOJ{HmrMHjkT_yi{l*v%3{q*9dDog*wH`9NLHptlX8c}yrbcL19Z5^XMAdVT}ax^D@;Fu6f+Te*AqrS zLyP(eFx3pohyG4?cS~5?&efJAGnjB{?qvPYpx1B_Xxk*GS4RxKD6tr5rvVgFI^a7*j7kVKUkI40>G|j*kdYv= z2y5sNRLCLq8b7c1buF=#>=Fs+<8VzL<8viWli7dVg3|)}vOkomm-55V)dp}~G~pbj zii8Vp4o95kL+oVCh!=bT(UBm?iR*&z&pk0h9gx^XS!ltG)bJB* zgxmXd_(jV56Lo;gsvmrLWVEn&`;LBB2o}1VN{1B!g% zqpvg^7Y@XyE!$#^Q^$oXl4us{&g8b0l4%|nX}5a$X?e-_XN4gXX-64^*Z)X1jy6ER?lwxC@Pbp>VQrRCd?pnTnnesBniqi`G2bMh!j0Zpng+ zLG!K`>p!N2lwmQFiO|pLIAh7Jcx2JPCXJUxI1P65Vf+g12Wf$)1QcS`U!lo$zj^;iTLaVL)o=Bf3S_{%r)kyB#6#4noWOk??pDtHpRZC zftO(c)~-g@n))yTqZ~qv$I%?9Wr-2~!GS32ZnyE4*k3jhR4Xu+CB9tvPf07Cvwy8_ zgIkTuA?JgAFQJyyM_}!zREIZ7#bN+SL+M(;c}EhYU0(Lk2H_c*Q6AiJTD5=0i9<48 zUjU2QF%WQ5&y@L-3AY97tOJE4ah4Sv{XCNTK6ccOo*di<(?NuS3F5(0E0b|Hm4Mf%O74%|rb}H!X=_9pIL;&L zp1W90mv&L&tDp(;&s#Kn1~~oQ<%s_?^)RQpzWOm-;#6@o_%j4lL@LfU%0qB_7qEpg zJikreGU3EY&u$h4t(K%*4}ffkX!;g3h}q>s`cd4T7%e=$`u=KDk8>)>joGS%$tda^ zRT}@-(rCvF2~8`9FAnO}f9q#Hb<9%TS=?-3P^T0P;pG>8Qba2brQbD1Qj`ES#N^TH z%wr9K`S=oXX5}q45ay;Qxc#S5jU1e-{KTTWb?Z1RuY0hMBk6n{kz(<=&zPkdytC?;gd?$FS zy$1S*i2%58Ob6DVC)fo^5Ex9684fEF6`+Ml8jG$;h;Fmf5(Z^-K%4NYF-$Nm;sPCl zi17rGVur9ALB}`<5#YbrQ6_J`;8<6&8HDK&Km$FU3ne^VV}awm7&EtC(EUU*CIH*& z9KQpKgquVCqXf)PEW10di4npdUsx%_O(hb9e^h>yY>jJLmHKZI_P++D^E=Bg^DLwu zV^<{_I^coc46krBZ-Cp~s>By? zdB$(|`DJCAhr_wevSK&NDIuPw=?IUMDKg|4VgQ6`KDm03*sZZ94~bI$Iu=_64Hu7E zjOqtCC>g~X?@d}1x1N__8Foef@N@`>x~~okk!w{01WXxlbz{@r0j0F!cJ*pvcxbu2v4h~sQ%sub}L4yzR6Un2X^#yIBEj)D^h`eYyyrZisDa^ z>?ytE?$ME|0V>2jo)1!w`EFCcX{VIjf`c&6Lx zf+jWW&~rb~Qk~lox<8E&Wq_>&ql*~!zlhpf{elggL5Zar1!=#kQ~}(i#PcBwb&Q$A zrtT)_#tZc#PFVKPIqL*^aDn)H?h&R%H}z-bgbh_`039_gt%+3gnCD zg5`nxTxbC*$nky6VbYrq%&{p6ff8|0&LW7`2}s(dyBEh3JPl0t;}N~RJPzdQIa{o? zP*=5I0cCOmrFg+dZr z=JOaY2dQ_%HGahjnY^FDaB1&(Zu3egvMuVuAvh`tRh_*AX$%P-4+MfD|42imS_ue~ z7iScab3cx)wGEhzgCTYiFdkaH@5-j?Hs9Y#ba{Y8nJU|je^3+srts4^On|3MfrvHz z!K`ipKM-3U(E%a}??>)-^Hg_2{xuVW9}*($cHS{>2!Nfnz-}-06hsJ0N*286GhPiu z!)|iiECl1#j9eguvbJ(EcXf`(Vy3s9C{za9F|G#^BcQ|K3I)_$&$U?%I5mKJB8D@8 zRP!FlW=coT0==l>cs1})X26B{{~Pe&AS7^=sTW1rZGK`Zr<0UJdrI~yLWRhH>G(~9 ze>%!J(ZR&cEvxFDUHP7cSsECRQXyAETRu*DG&|ih3wfU;bDEBb_b4P5LUoE7Ie`k1_<1RwA@WFPXD4YeIcu8f8S=BeCI`fI zMimBqk4w08M;z?`hD0|s${~O>wzB~o^W6?brLKfxpNgNxgRz~RJC;BruYGIxWxX?Gp8Q?{vRAXaK~l$S#=nKbIi+<0@0Hq}|B_Pmo=z)dq%|k-W2B+w zcCZ(9fFw@~yJ#gK*44Z_{VUis^lz#v7xQpA@cdx5)RxEg7}$lff3bP*3;SfQKCd2f zuIQ0#v)_JJXQ{7TEbZdmc&3+^{rwNXs6DRzi5XwNt|MrI#SA`%*>!y+Hp2X45X)0% z>sTk_E}e2(W0mDU1-5YcQByH6;AXIjw&K43eswartIby8KCd*@clFC-U-!&PskJu_ zdhpT!R`w86STU!1uJ3N%w-M4A@S{W+EDmU$%dD zC+W2qg_!WlTiScREn^=01%}~?i20OT&0Q6S)%IQq-fAlq;|iZGz5DPlI$b8ck{5{# z22oMu!lJ?F`-JoV9eHeVuF%+=fh-v=+g|);*GmLwr!^rhwToOxv<*pV4(ie7nzaQkMYz9R7#&2@QsS;782q z0)dZ<7xg{%4!Kc6*AsPvzUUL!KTPYNH5E(UjC6h5UK{Ur>bhX(>y40u8$LxgUC+?t zVKn$0p;0C0cxQ8Nh;|e9qm}I9sQGMXJpK2#ZejQ{779VP>``Ci;XjCfh)F4dO+Z`M9zPt>@buze9Gu2C;M|D<;VE+ zE>|{(`iHQK*|$yR6xZN1O}1_sG9adwcC)K8s4q632TMhkOG?^&tL-QkB|htFt9J>% zDKy&Tom-=Nxd*~SzXNG=&R8dP*tv^Ax50sNok=5zkog_ak1zk*r8b`bY!J-oJm<9P z{Y^J-3mtEv~FCC$W$b- zVcuQWfaW@j7cPI6qL(3z?+~HI4mID!wWARvik)Q)82Qc(ISemj~IW*vRq{0>lAK9@^) zBmm>$(#tCfL}y|chtndX5wM8;ODdl^YyqoHtzO6aTR(3-UpaPH$@wZDEaviSI@4W0 z!J=TM2z#@Ki0}saNuK??dLSXQzNbV)e}=p;U?1&g_%(x053{B;S{{#bsXb5M9UZ9& z%hhsRg>qu5QHm^<45{q$SJl>wwerQbtO>I*oYW)XOOQ5o#**a=l zT;=Ug{dfb0<4-ldDH_=y2FQpNWda~&_il;y4dLp)-bEP(&D7deAy0M^SH>CEcZxB* zpp(x9E@m>#kd9N0`Z#w9o%|uq39XNWEM%u~jW>NtGx-W&2Si|d z3=+E!VMNlELrt?W<=)J=2ep_e8V>S?{iRC}4W}C`qmVW7VQd&83 z0?HC|o#lhh-dmIQiFrsUq>uLk-G#c{cJtLS1Z-j@)Cajx&W8M4TQ6 zbS50Uo->{{vz*eRnn)@)WYZ`>!7eI&Ym$(XhVS?KFTE1g;im)qms-qoK5JY(p?N-q zrY60Wnq(%j2#u%mJo9hRlb(cbXK*_UR=iy$Fjb3|6Q;jO9!g?;7s~lzko5(sVH}ph z^2%!^}ixZHaLpP8>)Px`^nTs2t=5l`q zAV&+@3!X7WlA+xJe3KUYVRT{#+`L+HXvFkZLC+B!plkgZNpZBVr5&K*f3YoN=&W37 z-g#j2MrX=mq}Jin*Pz7PYiIv&6MXqV7>TRp}O2@l@ z;z1G>JHa6TElS0^qq{q>RQrL1zX-%+#o(~hfWtHy$NC@)rn)(7{J-sC7zP+Xx&>kAl5vi->5>ve1!)PT8$_@{x{;ESuJ_FS z#s9tEyB14bDi614t?DMx|Z?Wo1s-S8R%;=-w!@5qS&A{?RcqNvtLqTMHEUC39 zsC`qpE%h{MPE8>==JCUKg=5~Ude9R0SruJ!q1VDPnWogV?A3^(_ZMwmV@uj$f@k(2 ziB!SIfsu~y`459GNhw2_;B(znjTf~Zle}2eJ#4FH!`F@1)Uq(m_d_A7aWa<@sVeqM z*R#wYeJLc6d7Ap}?l80!zV~diRYd*$Gm$0XI?0b`@0wyH)W9TOKO|_X?`G8+P^>W# z@yNq^E7W&h`0n*rT(uUjtHj1UGn(Ttq~&jMyk;fzD_d_Fep2P5zRtlIDADh)eR13e zNTx)OC`#7asP^`W@)=BZ7HL@+{~hy21{g}+$a|v&b1b{Q{M054uK$#(M_ct$oM|Tf z8L1tz{V|-+nb0^=TcitV2&7?TmXn4T@AgyOw5)G{urv6u=V_C4q28F+gU!~!qs!{r zqm3KsH{TAheDvCge~XO86p6l4^AbUYa6h@kbK<%r^$)BH-pJCWsEID^=GdWi@!NFo zT&5l;i@!>tOcf36dF_|wSime7^+JrrQq$-;7N4u;C~g&23Qol(;bQqw$#ae`==h!$ zv>5>l3YYtORZVjyHj|W542eLScJzh9*5cuzSIVDw|86hn^ykRSu8%i-W3(du(=mXu zZZ`o!8M%{Hy@i%ahMr#%wBW?_a~8)R;t{AOmYvdVEbc0ZITu#by|+RP-xW=Hh5ch^iCO3m z@6vYF(i8|N|6E$=FJc?JT-jSdy;qv{KaF%y%1T6Ic?CfU<0_2e0OCTUQ5v{i)Ya?6AtBsGYecS$VCYz;%Q~tu5Ej zU;UR*RP0ihUo!sj-f33)xZRIG;TtTcGZ3r31j*p&NEbO5RWgrY5o^uO$NLo@E7(~m za3so2)U9SeZ%Ua5thcNm&cZM2lU(b0rKzMphu^i8GDNW}Dq z=nd{C0j!@fY|K~0p`AYH1@F8tF@MT^jf z|Ax*XQRE-3os(ZC%GXsA4AjkJuwGw#mnx8p9WI~V-h4DFQKpCXd+)Wb&COF@ zP^mBrJ|3(w7-*;ojZK9BqMHCc|6O?aL(nn7KqA%3pDuxdf%-I5BikQR7ga*G>1bvL zT?m|VRA>nAKQn7$C*btPw>&sC`_OmwY2_tFj|33bIRD5#=J$!SKmE}AR2ok>*bv8u zT$ATUB_T1r?6nPzC+n|dDm*H=E{%TBQEcd8Z+f`&=R08kr#Jf0QNzDOzL|5^MwFN?o_HMi ze0q`b?P1w>U<(xgC@~*Px$;E1vgUDf@+9INgG4?#rHc29y2rw8-I4nn(SFg1rK&DL zkuP^U_ZfZhl(3YhslPYgr*^;4PV|WMqCRd6)r(H8#F*2AGloS*;S{Q1CNk{$E3-_T zd~A$Tp6cUi$#5iDtQ`80VXs(|rQB`x1hwE0yJcbH1V%JEj|%fS0n%p+5*3Jl(Z2x{ zHQrf#zx{BL6L+#XfRCb1KJdh%{!RIKjmdYyI@-2QMuFp3^}*31OarRg))A3A=7P7P z+z9KBBH7(sBL>;~0x8!M3W-Ygg>9wC60vzdlB(d3vT=o&H2SdSvyBFwZ06W@#Z%r< z1fgr1UmY*hqIo%ydm>*X_ePJF`hD;Gs9|Bjd6dYmb$es7DOt!y#g25zOCm-Iq||Q% zZ+-SdrTwYdGt|(}BL6nVM~S3NnwxaSF(1bt7bNE;f8%;;^t4u{z=9AJy6-wgDDS6l znFj+1$l41d{{G?3q05^GQVb z9deil$(j7)`}O-%&3e?lzbU?o@Z^b)mgbV9VlYvp`oCF$TG*Z(7q616j02yxJV$`% z*0XEQzb7T+kC8aTmx5WV7eF3H!kF)V}uEzX>tC+4n}}6X0}F&MKy7bfFh!{1Uz|uq<67s{)k(%N6tm%6f48b6kN=eL z+x`1ctqy68(^-1$I=mO&$AaYR2{;~gZ&1IiRO9|UP2gq$)c=S`b5qx4jLO^CTpp=y zk~}&*p@*3YMzL&;0~WSL%p5iy6h0T5eD_%@+#vM6oN=Kp6a9Ra7SM7nJ&6 zgG^)QKD{Nr=4^yZTLJ=?=xa>_Q7=#aUI{Y|J-_#z6cpol<>Tz*^9Rlm-dK%D3sz@nMSaOm_-uJi$ZjaSohVCiJ?q8CYl{JBGy~`2!{Y@-pU#6z4*!41(X0(3o(6FDo(uhXO z#P6h%|g8W+O8*_aob_=N!amMMhwIenJ#OMEG5F$ zjWT+i=lt#E{OqhP%^VDpSA!xjO#m^yNcj7QtB$FGsw?vwE$1|RXp9sORKf^{d(G~R z8s$?IEq^mF*ihuZ!{mMc3aVB7sCBUAc1E!*bOxEmUKnOHYu&tQZ-aCbRB)dSM@Np! z(;EFe$-WUIBdw?=E#b&b~Rl5 zVZ71C$k)&}$UlGn*rxpXR&3Cot(zfY1jz?R=Y(oPSmH2<>!=MGQe=>#xA*jDDd^s2 ze##S?uVMK6yLM3wk^;UyK8CN2i(EV`U22X{{wD`Uy1~<3;VVo#<8rSImt&|lZ=N<= zK&d7QOZ&^->ep1J@eh1n`3S;5TH$5!I?JXVG(@O0Oa8AlqbU&MnfR)6VR7=E(od-B%Wwk z9kSfqx!aX0TkpG0_*^D1S^xQF5%fr}^l`@a_4R4_6hHX=IRsi~>_2wckBO_ae)|Tq za&!2#A9=0+jC;RFuXd(b;QXDTByJ5g-Vl&v<|CMQb4-F#Q&$rxxwtGC>Dni)FM!a^ z3Ss?EP7v-dz$K#j3^b8fzn=t5(63`cDn$2j1bpjCKToP7}S{R}gFPr(N~u8S#}hpoQ)LWB5A6Hpi{h>Ivi zod#Wa((A1>lqkWBeMXv@^+Vg8Hj*qW%G9_QuFPxCr9m^I&smbLy+cD!0kPsa6S&oQ z`(16saK%Wa-IM71e}8|$wFxoTlHs2EDA6A3d?+E?~9AloYri!Jbf4 zGvA-`1e!M4&M>Vl&Ytx_460cB+0b7dBZouwJ<|1CnY{SX3vu=6WqZ39HlCN`u-b9- zbEP!EyX1*-J^cpyXJP5cjo=U*{1qMS>tAmrufXi6mqIqJ!Pwc}U5Q*_$MFvUJ||n& zmnKao7g9vPG_+!`^#>gBE}s_uKqe7Nr)1o2UVbaO1-J_DW%5(b1e_oO2ly`={;!u^3y`(iE)6s+glWRqYn!2w-@?TW{*pg z4+tm>fs4rFo>)kwXv3H zt9V?3g3l~-4Y%a{cu~P10QhyMHG$KvZ07rGlP8_2FjrFKWy7^G^r1V<{!q(B^8*pa z;pbU{s0LaD1WuIf6^`Y+G+K30YZD*L*)76GGK+&V&{YmZE~) zZq8%!r~y>)ye!ZM;8`&V>_3@QvsiZyf7q_Q5(#&E37iHa;3@Dx*LeGjzU#Qd-Y^R; zgR0^uWvACKaSX3{cX^>r7-7SPHT*s3?C^>SZ9BAE8A3DEV_{5NSPSWx%zca?118p? zK*0QpuaP1wodo%Mn+jD_`8`hkA}H(ar-d(3H$#^wC+7sARVG!KJG-f!@8zwgM`n72 zXnIx@4UIj!%dA@N`(aggVXAw;J50l8BkLpI{QI|%fRZz+@b2}lSK3~e3`Kd! z`UItz6#nx#=;{XE)JqK4NFKwfW0HSlL9NgIx)Iv{w9^DG<;$SpSQ=o8Xa-J6J?+p3 z9|E9744w4b*?H&#(!$U$e#X&@YFOn6WiM{qz?%R2O|6|!fV&z&82>hvN-FR~3cN9j z!C_fVRu)$-TN8uNK0BD-`AiRdnUUIi3=cOZpBt{A9O4cCX!5|=rQ-V&@1yk~M{_eU|G|AZ|17HCj+lets87w%j{@x>OyBeUhd_y9X0b$ryzis184M*YxliRR6l%XW_N_-` z{{6GERHvaN$N>Q%h-PIv{&-M>RRjjK22>8vZ-4~%R&Z#)hdJmo%$^Tj>v6pgIRu7&2-5-B>zdRynj!X`AO|^D;{$srU_YEy5Gv zKF!b1vk$~y6n``6PquOp28($m_6w61HW@Qo39TAQQUoQ|(S9C#Ss;^PL;|uDAIo8B zCdHAVM zgK|VTwOCPJ_-$D5&X-&UIVU36+KKE0LAh(Yp%pLOS-#1M3|f8giUV&zJ@c&1gqZ0r zB-Er7?KC!B7x@wjTS3Bz8+Ivw504a)z`dtQcyM%N451B>eux=f8W@%epMZ{tHS#QX z2QrQ33vf}VX_3?2QIS-dGwqKb4=bt74}oCBEqteG#Eu@-@VeR4z&zayn8VSMlgFD9?AsF_@?PXcCe&sl;X~tP~;G zNU30IHeHiYd80I7^Fx=%LQnOROYduwVzp3%qWMo*`?TKkDEc=1E1*mM=0P&p7sh>H zVTF}CMt&En@w$_Qc$v*^w}wxWZv(R!`2&ER`r`JN0^GZ-NeCGWm{Fo~`9>|(#+6t) zWiX~93(0pz_aGZ&HS&Pv-=(GyTTe*A$iTu5iQ)`S2qS7kTY*2SZmgvH719f4mTHW6 z>?x-G9DtWs=U>utF`aLFZ5&m~VR%Q)(}XdRA}6RNNW)Yl!uPE+4p6&^Mv}iKkxM=> zX8rHsj?>ZROc>flX&lLAkgGsVs*X>>NOq5<_fm-Gbzl|#$j5dTbDfk^W&|?4Z2OU7 zz>yk&j+BpFoKy55WV%LSlKzUDi!VI^!>3UJz?Op(m({;PO&b@oJ!&mGL91r|?x*Pw zlaso3*>MFX(S^V_RD!voWWQ!%NAw_Kqt&YjfS4uJqMM!c(B8H?mS?tOfxR3~DN?Ws z0<9RkD*L{I;irD`mh(lJo*v8LXbO%3=mU$HLVb@mkNM732mCk*$>PTRl@{Y36qqV>37vyn({L0%L%$Pm)!qr(Yd!wy0kEX67$jIoyJhB@T8$rr(FjWA$b z+88}F*&xiKu*^oc5>Odp&WV%qhM7lz8ax8kVnNbJ{rHNi?X8v_HQvTbvr&;|a+;CQ zGjW-g3F%YOg(Ei!2P4aCWAZX5p4)M965`!p+yjpFZ^c7`qz5zWb^u1Sn_$WOa5E<< zzx0x^7)W>8{4~If0U2ON<5sHRhPO&e*JNmJiKX|>O~&p6%ZB>U0s8X{K=zAzz4E61 z10zS8a2B;m(JxF%ZsW}Mi~eMUa91hVF;W2Pzp>cCtsR*@2=BK3N`n0i-*|LtN>S76 z3@$tV*0{>D%=n88Ij7VcS95duVb~c6j=W};q{_R*d5G3^ z8&WC?2J!^q*s~8<`7)5Q((Y5&;2wss`)ZR)Gv-3it}=33p#ee=bgeK?UKq|uKXA~l z#1{e-c>PlyB@qMKS7{{}3pB~rh#}WmTaVrLp~DtM2UCxO)WvURl8zPQ3>P6OV|3x% zRvuT9y3H=7djSy9iD#Y3%%(<|Q*RW1C%2SUHEyN5`LdSalll+3oB6+7FDTrmq~XEZ zz&0>2sPsS$kzBcQCI4ax7aEn!7yWXS^6SAnG;VBH2iVHEH!1U zC8&kFL^9~izmnDUH;<$C0T$;PnhTGFk-NP?NLiGM3{lVgScA~|tF-@t8zRK4P?J0# z!PnxpZdL1&L8sWrJgxqi0C+ZYkDbUh@qVWmzklGY;zK_^AzTJKYy_tC@jf=^sb*rN zacF-+L&6{_98!BAoNW_>j-x_jTFpw2ub` z+i=LL*zLNgNn`Q}%$$l=<;{Wt*DiBCTlv8^BNF8!UwW0nOtw`ur@Fe@XF55Qny%gz zf@ibj+;&1;w@`f1lLS@#zqZtjeAh)vsvmH5sd6%nZw3>Yn~rd=Cy>_rw07Wlx|LN_ zZB!hovZ~jYhZ(jpbAESw8hNXJuHV$UGzPq~o*b6lV`9qt(_EAvZL%Iz#$J-GrDN+& z1z3;p!;I-OK`RBDRN=C^+q4&Xu!e6gPZG&hY||!Aw_Q4D^NJ-p?btO-eRTrz*KT!> z8T`Rk^nU!P6H89OUHO&UeAZ2&VkI)b;u&BMMa??de)MHnq*URedBmG-9dg}e58n2K zy|mFpnq5qpgT{W`%h#&ZMhL&+{Ap^XfV9n!C;z#V$sn!)A=1UTYdK%%3uHDGO3Kri}DsDq1|ME)X7;2L!UEL?ga?KmtInl@ToZtG7iJEik z>$HHP+A5E;?^gO}E-=zhxczx@gJGcp6a~X|+C;HgwMe9yPB?=*CmVgM6~3dwu|2#r zNwI#VvEwQwPB)X-;_g2KwS*Y<+)YlbXIQQXA2uuopDiSpF5z#(wkF1wFJ$9S#@^kf z-Rt^z8KZnd4N0sau7+7VN=*Rn9HFE!ic|l9MUtxCV|Ip!(o)V1PLjS@+q`)yW4n`_ z5DX&LU&HxT0Y1v=fz9LV`YS@uIyx;CzPI^dQSzxi<5L)kk2IHFMtl>Tpe&N*;cV2* z#-BjrZCYQTKu}&i3?|w)kh{=vt0qL#+@ewPr6N5E3v;$R<66(1L=Q%f#{|bIWp#Ak zkRNn)2%D`;SF%i)hKR2{{!qr><50SK`G_EnN@-1ybIT$G2b(+-T}yk&jn>|`wIAx~ zy!F2BqbIAoy5F@lhWqa=GCHN(dlH|>tT8Lixn zB}!)0ze$zx<;HtCoe#l^W!OA6&zX`5&3iQuFh2ad2+pQN{w{gtn7^zljpBg}^YWC#!l;{?nn}AAn%Gx4l$a2{=VljQ z)+pbXgpF;|hw@{RyRTyFn;^}ynTQlmcAj9rn7`S^qmc=S@kpg3tu|NU&34ydW55>j zE8&hdc?WOTjZ#bzfLLaf3+8tI8kBmPMs7$DlEh^IMQWzligs6Sx1r8A(fO^9sYuNe z0N)^#G^8K<1v))5Z+LL|CM{CB)QFg{HAOgZWh#urO)oVNUf#EHAh`B7-(0^?_>kAC zxiQ@uhDVx-r9h>ab6OGkog3lgV{iSAa1z%TI5RPloW1E%tax-jp^Zw7EgtU#`G?0o zYhp)Z&&r0FXtF-UvWq2RZw0(kZ5K~&q~n$rp%OktX4@`ZWdj|99BSH;zbknYI~(V( z;K%C`S7!&@DA31=pmroOEgWobjF#F|dfG^UvJ&2tQ+2Xf!b_snJyDivg?KTKg&+yR zJ5ghy7llGIG4UPS_!6QC(0@wmBm3&jw)JmFU9lW+FKQ7YogzKZ71T%(&c;@P zdX~D7?X!WxU=rbRq9Sjs9NbOa)_-Iy&q%Q4(6+WnW&SsR@q$;mEj5eKFXZJ2gqDr< zV=Jo0A^Z=JHJLrwB#XeWB*j>)? zA-m2f7S5{f`pF0l!rs`=t)%Z>s8U>WP+4Z>-%?!@XjBL1pkipv#&j0)II%*R8MtEU zpQkUjt4he}O%L+jd_;VY_z4w=dPJ;>Y7%G6e;wH=Wye*Kkwo<+P>XMp#S+j95ymq@ zG2-il!Y2jmg?);BU9B?ui>wVeVwm(8;th5;C?(Kd4*iz#l zVJ3i-#SQ`k8b@bkLd|lq@eOxDg13zMm4(3+s$?PPKqEpkEk~eR@bOsd3gA@-8P%(5 zw8mqoZ}A2Kq#!d-gG@$ZkGIc=yrI(7+^UF-)G3+{A@9rOH7{eFRlVb8*V$if!`$zc z?oxnE@ozPKp9E8VZzd3IY6p9V3YS%M?>PYhOTnRmucMOweHAE4Oj1SROHi3ux~j6_ z&hzGWvKOvub5fd=Z8ip;UY}P>sEtg%#7t@LBcmxu0#@25(^}>2gN?LWAUAM~%tzWh zL-ZRz_7D*$zh*a74Yd2^@jPNps?tZ=2K1$0S-a_jv^^kpzuS=XtL{>75%vZbN>h6r zpL`MVj7bGOW=}#-cCA?dImK|fNKG%S7JYo!F;P2Zf|JH5%MSJ5wO=NkD|Xb(Y9fvK zO8)H=Q=mvOj}_eNz&s^ABB<&{CJ=#qw;jlw2`#&!eF}fW3e_xV8{Z}D;6-mJak3Q? z%T+2}%#;7agCtCubZ4#kwy{B1iW|` zqHL8eQIpYyVjD3ML?~bRZlpm)&c;cGY~$CY5am@SM-ouPq4VOo(P4>KJB5TUtORdO z7N6Y+Satbe;GO%eNp@}j#*>G6ej9`a>k1E=c5$N-=f}U=Z;+5)=1)(qs#grie2$vW z304akFAvc`Bh(FA&u5qP)5i-BC8e?5Tn%~{^2BaKA64aU!J+XL|G>|^rJrc4eXJ-Z zUf1)Pr1aB{Up>}QrW>^VK@6s zzkiY!A}hc!p|&W8YdMKLfB)d7tK#{IXO_cM!y*2$TE$Fwtl-c3haNJtVm&b?@4FKLGXFbd5}XRGOF3! zL}spk>282QvbFK7WqejY<%y!sZRT^@eziP00!=FJZqpyxYUm-98=;ynODu&y=orPt zCB#V<8)uIoby`xKE($PZOZ5KLy^Z*@$o|wrnmC(VDO<6usx!7)xWlsc1QxB#pa`>e zquT}rQukQ*k_D$bHxpf+=+0dAcZ(*-z$YMcFW%MJFPeR%Ga%5N=Ay4Wf|?c~qSSVG z=k29+)$h~d?mKq*s#V`bYuT;BP%3B@+7R(ct^jW~*mIrBm#wmOISS$PbW?ZJ|1*ty zv%m6^_}L#Mekb;wQqR#IpZc8rYfg)y#W7=U)21PGU1=`k&z#d@mj%99JI~;}F79{0Z&mK1HMn z#x(1^)oGk3B2y^OGgsp+tFu4%)}YWhT2SZ-b&I+4>eKDy zNTS|8w8fgmlE$-KhCu5hyJfp-IEAJAA!{_tolPbc%0(3xOOJA&p;SL6 zsgxI0VIT7b-w80b?^|ot4!$mn%XJuIre(lJ(&*DX*P`nE?uz@44Z)f)ghc&vV+m?2 z>}+5J!Ct?ePm(>vS_2Cs-|JBJF<`uOpIwz@MI#6Z$QTSRJFQKJk=DA0*<56>pqO-L zeZuhSBlr3eRV#Ih$@N5)lvH<_6nCx_!4$u+;pxEsXz8-zqQ?};KfOR^)uq;kZ0O#| zZb$t{J?BNrTlBGGDVO;^j-UE5;{W845}4gS#9GV z4v(}BS3M|_^d%-GnYD6&Pt9t`jYNrl*zV_BciS4j1L#Hmg`0C!A)#DoqrB-fLrSuc z6LfHvWZ7n?3%)8+BbLtQXn(^MUz@&|=JNIVt~?IH`7V*$WSB?6mo?>g<9CRUS7&W( zsIkeRflV#syVNo-Iavrh($ZMgJHsl+83x-|rU#5~Vt7}ya?!t>vaeo@O4Cym#CxqA z6^z1sDIrmYOo@dZ78U;P$d~0jF-rPyyL)*89||D4RD&t*R67mTW-J4Sz^KFDbD=L= zw@NuS4g-WeahlDH{-0-H9@9W@P!MdDSUFByf(`Fbh-4>ZS1%-j1?|^qO^JW;96+lq zPQA?JI;{!8|M>uz6;VUpdbG@u<&FACYZPppz+SiTR2LbO0iVV8*3D0P$nEf8zWr`D z?j5hMT3ic#y8yrpWu%cvS|;u2>s5Y8j%ig`Qif$XuTGjX97Xr7-$I9((fr4 zR7a1&i`ZvXjM8EQRW~e(v=drU@AhU3Q2y&Nm|w31^YTG8rRJP{Z8KJMu$PCiorxZQ zaY?IxIq!P|%03!ihd;!$8dm*07vSYhn%3^8%&zf@XFfCJ|9wmd9dnq!*}!DX_^=m=#G-Dq$dx z62Z(W$hg8B@SQbX#34p{Hj1qvR@D<$`(OKnBFmHcq9-|FZ?zz+y882NmnPUzb_4~k z3gYd3HFQ7nXm9q$ZgYBe%o5&JkCdo?XfPe&C!a!~-TwN&O=z$3kX8-XKasu|QeJe2+JYJc5s(Al; z&21J9SZEf^PEg!_$c8ZDbUR+J%PP)!)X$nO?fFvrU^?u@|Nank@{ej77E*7ll^7@- z7CHmepig)CdQGpTdl&Ufz?Bwfp9l{2(S3i73fEIAP#Wp{k&9AGXuVfA;g}P6{tSy007I61f?bA&7&{_v2U$b<)!VV`!ZDd6oS)d*4(r!=PeJkknA=D+Fzbg3L_}_h>CEHZTRv`ds{zOWBAjXKp z{}6{`jnS9r`#*2gx;t#;3UZ%LPVsz90=^>uxue+RZb%e88lPN)BNX>FL{sKSX~lzjBSgv;)H!CfqkEGGZSPbb4Co`@_XyM)kS+b z4EP@D0BvhzMsof?+meV?^n}MI7Q=VSc55e4`RB0#oo-1OELel$-Zg1@wEK@k!xVJl z4*VPD;}s&oM(cRlKT`iZ`Pk-@_;?%5$7QdfW}fVR`_F&30UPmDelNXYXHa&%#B#Dv z`#)R&N={uNP~4zm1M`&tfdGo2<~?}`H)TEegila|;|~ownPYYYvk)sn^6BQkFRvO} z2~%->31Yi@rj0~T;c|bbdwcW4PeKY{MQ(!#accHj^rA?LP5lr@r? zocw*0Uyq`uq zqw}Bls{(#wU^n%^etx@GpgVlN*+Kdeu=$AGC~~OB3Yf^g*Fq9ve1*y_`M8@%!thp( zG)r5MC2+X%0Y=SKcaX?Z_4bPE{^vM`2%(_%*Zy~7YRc=ew+-xh`)`S#J#|xoC2GC- z6y{EcYVev0ZzH-{5$f7`P~vn1hLM*S`_8lI{}`mGV1rg#TwpZVkjVcv#Qvu-d?N6^ zcOXl0Xsv!Oe({@uVw?!!|8E~jLV(5#%v8J)Z^yxGXA*@2YxjRX0h%+jU`D{i8my8d zpw&hi|37os$s*)3BILP0;XURJeWG?Ga+^y3=LtY8o@(6vdBd@8!b=q9dq4TdJLIcI zW&;0Z)El%$?vhAN2bX%V_88S3_pTtn*Q4wcU_mdmUp0Z#yhZR}<$E8$MMW#H6}zC_ zP%Zsm{si-D9x~(#lW*sRi(Nd2@%vM$*Rs{k z;5Zeq|4BpA5zfJ4C#6Bnz1)XCuPx3*G7oAi-noh-#5g0B>zCt9k%Y;u(o5NPG=jHW z-k6u)hp6dlUiIgS|Mz5d>&@x5N|R&Q^0Dtwo8!BwmoC%>lSY19TJQKYin9 zjk6uxcD9oKBqIy3eh@MJ&zAzW{>H|K4TWQh{D^SIe%Ot67BK6KgDdJtR=w%(CI;dl zlOl(t+V7WdmZ#f%1S+zQ^N;8&u16gO^{U^uG zvc!)dw$TNlyZ-NZl3V-}USs$60=tW{sU0+4Ghj{tdI8p)@lYHBTD?4Baf#60?jK@iP73j(J+}ioX=9Pxo= zd`~(dHE%jFp0l8|n5lTWY~Wb@+$-kcLOcHbmQyc3k7~CW6^82`b8(WH@Ux`7K*VFr z+$=UM<$O#sa;9@&NzkS8Ia)3z4uT0obYuR^eruJEpiJo)dC9Bd zri@Xro^%5ix2cv7frRh2{WlmSdc4n9R^N^ZKhK)Ld6?0)LW%q6L!7^J0oEaZ@7)mh zZ8eV$?G)Y&5QE6-Ve%UQ)A0cr^F*+D1Q4Yj%LiZ77YAiG_=z|tAPdGE1y1aKa^qAo zHtEVl#7hFhv?of^;O@Ecx-2D~fzJ9~EO;qcAH((1t~D?(`w)&`cXTshJ2B{@>=1^3E<{Ze`T zXIaZvfTqq|8y09FHDeHk0({}-`QcE|D0>8kB>`$c+K-w9{uPvSD}u>V8t9tS{bxv3 zzy7R&Npc$kN7k?WgaO;HqY$Oy((Hi;Gx*iOU;hxYF5(aqv@Af_eH?Vzbg;e z{b9a%F!!|X77j$E?;5xs{rznNQSHx>0D!-$cgdp6y9&gNf;W-cMl%_~v{*CvR~X&H zf4TQuA_|Ze3&a=+?u&^1NxyP>IiHH>L&dp)nLjsv2b~{JNsM0*Zh$JadWRY%c}N8& zXnIm}L>_{olv+%;E6wr&GqN6CQR;>{!6PR=nWZ4zhR zLz5oLt#Qwxcea0T`K>$beD4K&`IQaKt^BR`*Wv$OKtj58o53z{)VVkV{CiqH?nI&> z62LAL*1OyQ;9}&&bvQK%Hg2k{K05z-!}XV2uzdlRG%oi|-_OeU89@KY0E%eVYT1Xu zN2JK4Q&aG@@Ar-)xXBFoH_K<(m)Gm2YVBAHu{!v$H;@_sx-0h~-Nu@6dOd1te$(Mr z;Gu(`G=Ym?!+hdZ*B=kz44yv?R>PJjgg;&5Qd*N@sDi5}x_B{tSO15y8LIK`SDnSo zyJfiJPvpnUn0eohE>s(sPGb_J!aT8!>886Lk zoB5w?^*9dS^wyK{mcz#+Z}KQIA%C!W8!jn`(W?a|h1?HAFz;y}j`inUHR3|$g0=Ln z!H-_aZy&r}8D4sI(>oPD$|{2#d=qx`^Bm^RJVbQ5o-Zk$3p?co)cS(IsGiJ~>17Im z;klU*NlkbKuQru%E2W-!Px|(xqScTxOWB?mxa9q>u{{V65AnYSC*cPF7qs{bQt5dz z27zg9Q;)=rH`piZu0f(8D_0Tlj6Ff3`EZfpm~kd00^9V9=C(@VK|K;_g$lVIC&dcj##MlrKuvf_%`^TV#JJ zrdhoM8UqRa7Q`N5ZcwikLZ52Hx%l}2SFV3z3(k*TwLBEYUbd_MNLE8np%Rqh^)5vR zQ*b=}SSNf}u88sg(zZ`PgVY6Y|B1YO@jWu6*un}~A*9(F&V^xAp&HS53FBP5Ol-JI+UQUtF6ziR$q#sWDp!BbJ z1r~>kkgWC{aM&oG8}p_Li3Rq|%}}2Nab=Ugp(W?O1#wo4_dRh@@?Hi+eL%HQ$3*t^ zzyHl3L;eyZFg}DRL}D?g;xzZvxS#h&UVWygG7Ux%`w+f>}=_fumIG?@z5EW!By#5J~pCx;Bqps|5xj1(KqJ}&7Kdeh&a>9Sx zR2*!ITCkImd-K`E9>N)vxG3U0M4T%q+K3&mRX^ozr}`FpSHM>tUh&rDNIW(~m)3ME z4yhQ%L@tlMD`{AMnHA%in3?kLM9n@Ji(wiJ!`RB@rRUzajC^s}+f^xSwI>754wodj zFmZDlcH$ish-^$@5sf*DR^c7{b*+JvDaoGu;`| zUGBu()Q*4MR1m|h3_zpM7vPNXBe^{fAmpTfb1fTUFbC%X?v4Bhv>Yq|8M;JC3Ooh1 z$*IlA^qZZHLUEnW03y7*tHaZ$B4*ok4afXtHNWRHy;akrcMTwCc`qgQYpJ0ErH!I_ zvQEIvW7>hr9;Unc3WxJm{HppJ%imuoU8}GTasE|R^r_1v%2N{`otuVn6OOP%5-`a{ z6ecwZZ8Yxa%jo^S4jUM-^-?4TTa*1!%4_g(3BxnWUWQ1f_-Y){zuEc08w91~+ZvqzE4fg|JIQvrDKkU8l1=_XIe{r#-E9`L$U znJzcFhKqbDq9T`1;=4;JCb0GFAeOYZCA{Wr2e6VO;B7AfQmd6Q5WZM+7bv-RX#^~9 z3$&bU*CX(Ugp2T&An%K~KyM59zC)K5xC13044Bt*T|Qcgoxm{ZEEtER!jr2H-G}GE zYDj~yaS0xjUSeFWJ=*GF&bsM6@s7Xa!fB2zIWBN#U116>23!>LoQ>v+7_4l(1akaO z7hk=IulfW~#JLdAI=J6yH4(eJC1&=;rBO0sq(7cUVzJMA@@ zYirNV&8z&3eRD->*wZ=e{1svlD4}far8krEtdkI0IvM?WH+;+Mo284!50*x(gXpaW zCQ(P-cIWqMVeC}?5Gg+)j>JU&7!2)};8Q#<#AAbCWElI!PVOsFe1*EmuPnh8o!vYp z5Sd-BoeDgzSJk{i#r^iVPu!e%HN^ZJ+3&NQWL)YcvI>-VJ#`l{A1qy+TurJZskIv2 zeLd(3b4MiPRv=q_$8e;EnMW(?F|WA;y|`H%I;kUip6^rFL@T}4uluq3^>L)7106EG zX@64Ih8A$I%7rNr)5-e~UO7U>=m?PQ-uE=aggov9-fvgyJCDba^0>3Rb^eDQ3~$<( zce`k-R%_FZY5_3u(QgKG`fiLxvNF&AtE8hhGW!K~yY z0-g0BSPV^%&xJY^XkVHk4G5u$ zvl0~{)@zY1Vz(K?AZ9uy0&1ONwX)MVG}TVT>Y8_j5dymA>Fc0JSdngc;N>3N`|6!`1`JoQ zRyUK<()b!fZW9CLj+5O@8a7X9|L3d1t78yM9B13SE+e+(Y$@-JAkkUux-Popl;g|! z2XA{obf{*CcR=cp_~J(8WZ>;^N?ae#1tq1u8fmce! z^9fPZ#n~R(*DA*Rd?J_u|Jwolta}vF3@+^`gg>4WAWM?|a-stbka1M5&V1}96C|=+ zk@Z@;y+InW-FPtjWUtc~GT%MVu&u-5n>mVHgq!}=EDJlB9Cu_>T*_LX%I$fz))llH zt5=3H^8WladpU@(Do$@M#kyCYxnxEc4M}#S1c5{TdCZZsMACBQ;B;{fg2uSY-KA{^ z1V^1-07+S^__rE%P8{$;IGb+KVgjvrfEorWuj)X+=Z@NZe3YO{Qn^v_#YUCui3Ikz zmzI6xszC9}!4YIb9GCkm49vKG1BLJpS<;cW+6*uXCYE9N30UT!|KUQ~-Xn>hE>$CB zcK2U=)W{{~UvC)r>0jB^ltMWv*nGgccLc8TlIQB;M>z(ySW46Vt{gqqxwaAA%Gd2= zSR>(Xmszn0K+3*^_U_od3vssm@{ZQW$m zX)~nMl}nV^kB5TC3g>v&!_ifPqG{HOuLC(Pr%))DstM8V)lx|YI|ZEPwr1lZ?biw( z9A#`@IEI?1NIg}ftVIdD&l_gXk!qAVd^vs+1A{(g2h}i|b3{huC;Zl>@DwE;6-KwJ zs-hc?#VaplH4u&XBdswqyAxFjUT;{Ulz51Hf0O>9#sQ&iC=o6XW%4w5Ob^(Ew<=wOh{G0HYDCMb{{Ga_3gL~{0HM5h%*$g@*KU27~5+r=X=tE zcz?<*8$4p4PcgM5E#qtyv&BobV_@}&sjLNIIDQ$s4JpNX6Hso3v@;s<+Wo6391#b0 zB}*O#*3#0xy8e-O_xZ38C?q8Cl~&w`+d~BC#l*qNkQueyI3$C&gm<(Aq{55zbKfb= zE$iIf7$_vphZK%WPZK|;xi(u?yU%>AskWcNaj}+OR%e%ja?L%DQozhV-@hnb^gv7e zlsMb(&o6%=+Qoi?tS3{BCL7_^Rs7fF;LOQpm3;W~o-ehP|B_K_rR|H}KEd^D0QY{{ zg_=C*#Fi+FV$S|u)pi&BV*Al-^v~{GSKkg*3vc}8~m(N;Xbkm_=8 zlhB$nnuW=TDee;+Lm)pKvudpah{4agQA5a|%&JnhlwAkfI<|e)Ar{nY#r(MhM+@{t z@{JDJT)JS0O7~TLiG@3SS2hQx3A$g(&{51Ng!y-qpM!Sc?IzEW1CB>$zmzB=W;%(r ziuJM_n=X)<&qAo@^OS$jzPhIb_e=k|ZoS_x_Ub?(4^}#c?>-ExY6CvqWPcA_ z5|Y?|KO`5F3yWci!XFGRz%KW+{Znq*7+!!XjY=EDXb(FM<(z)V$1~U`XFhyRBi6`c zK^rR_$E?`g_*7eaU)Bh#GInYgV&f1@)`WWc?h!?ZCWZA}@Ugf?gYZ;_UQAmr?7x|UhDy4b7drRRJ*#v?k* z14GQQvSO#BuZkF9nOk-DMQ4{NKmGU@I-GUvpLjDE=+C*4FJ9O0fHo{=Mbd%g#+||H z;#3zVsV_aEtT|)8Rad&B5d);derl;;pMDX`WC<+E4S~<))q~6;DQkPoP zxDK}Z$z-15jBLeL+e`-RPw3qIs#c&RlN)V~?;;_6kE@&c#kft~{fR{R>snLZLrg=` z2qv!YTidktLwOsvf7BR*ntpGtmbcWhTt@Z#dy%dCV+T8tloN(CD5!?BRub%eibjMp zO=pCW-)UV6i&MxN%45NsURR0&VvZX^N6s1LH!Z!VN=X)cAot$s>jrIG*b)J0KIBf_ zp9Yx!QU&MhOs>|Y#1vzdokZmingkCu2y!BOG`Q8Pmc*A;6T5NssiwWz+o8Dqzx}$K z&H_96T<5d6aQ;!Gl)7EmoaJD^#Xp4u9Ev-V>Gh_bqpMF4C|v)_hwfcvmxDwTxOW;T zOR~w@nu?+kfgEu@e7#x%S*!#1R#PZp^Sb~SSSLg_Xy7Ifdw2#Y%uLo6PE zittIO^^dXCv&*zORcqhEo+7)tsXs&YOa6rmiEjjXNN5Uvz2q~XemS-88Y~9sKheTl zN~~p}nvrjFlu7AF_T?x`{HbpdRorLX$*$a5tX|>u={&w5BB0;2_0nyKGAl@tD`a(w zmU3hS>MY*~4F}2g>uE!{qiPJU3@2l-Ds2APrjxuS(+)xsJ!JqznGe*NK+mL_?on0up3 zwlvG!UmEkf`h9NR`*RZ$JTeSoX$O15h=R zl90KoPK!8u@?O#<(a8PN`SqS0dE4wgkMTrNZ#9D1K?0pTs{^!9;T?S{Yk_ci0mYHmLx=5wE+xF5SEvFgI>8{v!h>nbO&>hE@YO|jpW2iF91T;&}6b=V0Z zh;dtY8=Zs>=5(?US{x=ZAKp%#(H^|#dhaMrj05&gmgt0|OnevT2OgUgvJzJGapB|3 z5%jU#kk2J*l%M6OoZH9Ekw7u~$2X`r!kQycu&Q65E1K)Ph?GOJD^w2>abF^V zx@E=r@S&FW%_!vh?H5_uFDY?*mz1O;|IcwYnJ41uj;0q*{{O0b6Mw3<|9@OvmAc)V zx^=RK2_X*T*`JX0lZW8t;n1R}TqLFXoZGokFz5H%u^-!_oWppY(rp@A3l#bn`mU&1awO<1(9Th=^coa^m7Fz25O` z-)6DXX05S@G-rm?K;T6gwQc9DIM(Jf0}eZI-p8fxu(_#4mkWyU%l#9~&dn%pAJCvxMvq{mr?zt4vHM;}`v1j<|x1h0`}B%nKc@Hk)?F zEzkX4rnS9uUc1xR{+58JqZ4Okv(m{J$)Lt#0h_T@OSY|%{*rM4PB}Zeq?!7aTi)#K z;Xnyoj&-m2KJPNnJ@jlBfE)Fy4__O2b}i-mtKpRBTxq+3La!awwoL_Vf6cAA?`q~` zC@w#;at&MAE)&7-{C;nXx1(bfN2DO3`%HSVnusKQ5A~Gh{K0{>@opKpYQ`?wFD(Jh zI}=C?7Fjc9f6X88r2KP4@^Qv*Qw?fTYM==vA4{ItTnw)(ZY}Y(_p(Ne*$NNFp64u- zGdP&}?RwG1p@k(?AXM*O-=7>Zp7JVCI*Ail9|TXPTHlrSI56<*--9z|4Qy=3dX?m4 zw4a@g_@ezv`biosGL-E&QFVv)(z`C*&{w_hT;7;%ygbL&Ip>q0rE(yDjk@FMr6#4k z-XDXz=RP~nzN@?PN@<{;FPTjsDQ7~tW4}!qf7|^j{@-InCu6O?JMH;lwY|DAEv7RT zClwh}cInXEJl8*2p$=otA67fTiTP|EQ#qEWyZ_zJVY{IAUP<4-O!|k!s}Dzxf)`>m=|`LZK^KqDn0g#`Tm_{Lb=zuJ+gMyd<^%ryE$<{5=bzF@ik!Y zU`6=!a5T$0x#w&EzB&6SuS(hIa|6QrvHHSyPhOM1d6kv%gE@nP1inP_>Pbs+HGk73 zUXBQEk@}j7IJ=rRoodmK>Wq^`HjLN*iJWT@m6&{HT_EShVf1iLHgSM(m#cF8ZyJYf zl9a0dd`%EX6=72NpqNJ4;rp>!5rQoSc}LlM&;OVwY%My?%Wtc~M{%VPRs^H|*ui;h z<3OZF)SEHE?S=ecR_HvLxGA4lyW8q}&Fk~5mD{#9(O6*W-rkwRux|Cp!S2?bB&*zL^Ga0ef{DGOw zi=0&5^Qu0ygvp*1apsmd`+bA=Zww@Y{ESnIPj_b-FchwyrU`F9I5p7sqq{gfKh0JA zFU<{=ls2Z+wZH*y_t68~2k;ey+VP_^#rJm|`^;Hfee8|5?;7#Gc6Ehq(e0%h5{IvY z54gC!J>@hhqED^V?h(zo$$3ht>uAOg4U@$Wj`E3|EbDO9rM4*fM0bv?S2ld3o=@)V zApZ7SuKRA@XHx2ATCE>sdEC`~&a=@DJycx$jCewnwtMd%l$U;YNaRMc zG}3v2zx&xKpqH)!iS^|@%NQ-Z?QBygpIH43zZ)p~b{08QG1C3y*)RQm5)w1BkAeX1 z9W9d5W1l<1CF#d`sJ}LI4!HDtYy$6aoJ(rswhK@XGbp%})O=z1u*W$7b4%pZQDPkQ z*bX-0I1zSSE-iL{@;K=**EafC`gJuW%4K{O+mj@2KSlTA9cD!wQ&y?}%pVZcrYv!` zq(A56SS`feeIMxFC+c5tN2#0B>e;WrY|97&E|Q%r7YUzqqutpxE$svRMu(mq!@z6) zBHJDiz<0Ah`W_DH3L6Q02Nv&OgLn8*(hY5#ijpm-hbM5lCmKX3|8mHqf_H9hJRt`7 zLb}Vt4t?gkFWk^=(hjo5{=2yb>WJ|+bwbRM+R*MV=gjZAbMS(flD_W?>~}i5)dSyv z^<&u6aKHK z%)Jo~@O*^;#1-uXfHf!HONadj+aVZN296O@0lw;s;7d3c!4YlV7k~yY2P|{vykESO z%nGWa7mUs}}jgk0fS`wTi)8{Qtmrie&-Y0q8Kn zX*#zv*iI@?o$bc($N^qQPOP#>K8AL14s)V!1W{2CsKTzzUe7kD{SUM8ygjfX)8JW8c{y zA7ZVmkD6ZGarp;;kEGhGbsYxZ^6e&?d`Ohb*Zw`pQ}I=_?NwEB=`X*FmEBhTF`?$B z>|m<%IZ`m>P{s|S8V8q6$&ZElF<@{bvAoFfLCTe!9wuNK=M1**5RvD4!VVyjbe4;d z1%?A1HL~s1Q``Nu2R-PAb_{^ktpN-3q^GSR7OHybpjGqlX5dTeA?fFZMje2@9;AHu zPc9Dt3v4b1rYK+J=q3w>%mG}r9&@_S1@`-kcsNY=JOW?g>6ct;*GdDf;n2~lCx_E$JR0Ne>r_pAi| z7$(Okms#Z~9jMq#=VksL2`K~iMRS1OFxk<8`g|F&`aY@0ZlesOp6dK_+x`AKJ;189 z1swQMJr^dLi{CG}bNeIC9WQ|=1qh8}fy2O%P6nTzK=w(_xnC)?Np+px=eFu)+E?)E zQ;KH!iO^7vkcLkq)2pDzPxF5Rs0tQ@@?|Hvf`6L=1m`J{#cCMb8NG&Y41G+KM&e$H`|I}yz5F7rM|@rM4~e&qlNZ7BKzoG8_3 zEv>-%oE3AlMM?f(B4cb0I2n3z154g3S|7SHLAl`T^4$0#8GZipFNr7 zP|WGLntjM4ma|OOUG)9o>n^V*0Jv4PI#E@gtBoDcy$75|(U+l@Tlaf#QD6I)d&XuN z;2T~v&|wn#OU~F&YFDP)OUh~=0V4Uudhon_jA-9m4SA1@?*Ss8&ur!f^_t&v29OTU z-CYgU1m(Z;z^8F%oEyA;>OJ_4|1ZkbpA zr)Yl-_XyZFk~)u|zX+(t9=Y;+w4?R@+8n{MfUI5>p6%?EnyN0ImuuBa<$sXyBf~bT z|LhA|@SJHs^Lb|i8Gz`tl0Ug^OkIEF_Tz+2+;ccMKVqJqHXI<~sKa@#+;{ilngaJW!z&${ zD+l>KSWXY%Bk3(a?7X|Z0_6@a>SBrK^v9TML$%X{^Pzg05{1;c=78?vbPE;Io6-b zk1E}mwk(Y)7Tq&v6y+VOEok+p{J6;)6dk6g<8RR)`%b5FOy!x%&Co{2jHOnLq@+8oew_<#(s3fGT-$ zd2gXQ=ML89ok8G8<~(h=#J@e1&kD@Ay?iM_?8dh+ z*7th8@~Phcv|Bu;opJvRd09XCfRp2|12*@Kt{zlu-@LxL5UD#CQd;`2j zHwz~!fqr}jR6_SMfW!OkNos6bCF#6sFzLFw@ffe66~ntIvVNSK-m&{OEc)xSm01td}ro9eGz`1kup%_81v zdUfT(|2)6@02zRt*VW$syQ(jf%tG(~FZkbS`{~dlPp%h~7m0of-F1R(#|5sofSujN zVKga|067n^+oDFbeaNWd)^tkPzlkC%tJEEv-#bgArCh(K@a+k4W0T?i`wc)`?fty# z(d$G(b-gzauYt||`xXZbw}5Fo@RNd){DU()8&@2-{K`(;m!yl%+sbn7a{Zf8g#STUAwGbd3$iNpf zHCr7$o9r%XF)&}|E8acp8|Tm?B=B+90oQ|1zgbo7KVS8k<+0Bgy6bj7;SYCoANXAQ z$X%;K9p#gsgf*l~gYE{Dfn|rvV};<1NHzz6Z0LISH&nTSOyo!?ynWE4_P{FG+hXQw z{W?wS?GzCE!6Lt2ES}pvqIa+h;C0TFIFNxF$7}C>>fu#*wk70JJ!ZFtOrK8Cs7>IcS$t31Y4;J~Ivp(nBQ{@;E7Z2+K?_Gg!-Ze7c} z+1XSKw9aMw(SwS4Jh#vG?_TAT68Z!t;EDnoWld^dup0Ya51@n5b>$mn*!TEL15ZK& zIBTsj^!z`j09!Y@{aB%|@OD1dBN`Cz3{lZO>vx&J2W*y@;I>(KXb)Pw?s9O)kqo!( zO{MR(r2Sc^%*Z-@1rzVLsm|uC_tpxEY@;6$?|s4|oT9<|XUcaz1>VKweqN&FOu;Zc z;5Q*P#g||ogm6{QuMtlk3UbyxPEvg>$0oY%L7D~FaI;)Cix;+GNmLtIFxy)cJiiQd z#cgMoJDOAexxy9gSbl(mxuwSE#6SN9ILw0^yECOiERto8v5d)s+C4`ZTvuoS0oni* z)<&Q>DbEE9>_Nedx-;{a{@S!zON05j`Cw%p?`^cvi$ulaX3?}k<8|ZH4^g=htJH04 z8y@Zh%4k_zn+iB=CTRCKw`{>?WH$A-`;ojnatu0bo!$Nn9 zB1i9va9%9t+AVUes67_I8BBvqh#F=0aVy7{7$1QiDDQmxA7ZfufD&yUIDSJlI$*v( zi{^Dy-0o=!pMK$+*Z$jC8>zq{iTUOasIhy8x>!ImMZsgl2YweH;orSQ_3*E@fTKH4 zpDN%F0F8n5e@42Xiv&}(GfUbkCSQKy#OnHffF;=tMIOa?w*KW$x2|8U3)!c0+@ohTC(Q08a^hcWI=*vDGn&j3$i?cdHz zBHKgx!SpQ}1tv0pvWdV&|(ipaABx^y#`v9u#bhdz)o@zR&uzHpdRIJoGXu zyZQbZF{Ll*^g$0!ju5jb_DTRvxt2jGw$lUOMm;w>2_S8WM9@jTxd3FtNRWF%)Jcuq znX$jA{v9a2pA)QYTmxDiwRyl1W3u}jRJ4G(32fImsgscvFZXtrI@ldaj~DeJ9tImi z?uN34HF~KLY!vdB24Jd2uoP#2CH1~VpmlXeU13$h+HRI*!wwu+DinECGu_1`rX`IyXgq+??G{ZCd+jPW*>iPLH64HtzbJM0c>AAun~IJ z;A___@?VO;q!RKkScHw#h?^W_ZEvgkygboXBf0UdEus=E6wFu~f*GbPWh7uXOS}QM zdZE((K@ZvOrQln>{3SXpAc()T6UUqz_%hP4`8oA-Q7$)u#cFAf$iqIa(ZNJ#`NR;= z-hwF~TXmr&G};O*4UZiNng-jI^6=Y6YtV^oo`kn)0^3dhNW9|;utI-)21hlXktMt0 zmsuM{9M6k)(L`taNMJg9XW2p^`A||wUXOx zb`-CT#prN20`1UTvn_GnjZkssv#b9qYx=8TSul|frN?0Y`$HF)oWLP;_Z|UgxD#lA zp@lBDt&NMotd%iE><(Ugp8%`_&D!96#f7~){>S|FVE@2YFR;OYWqpUPWeM1ZTD2L| zIou5(S{48xX?SucYmuk@T<6r4!?(dkc5pHS7}?o7TC6~`J@|vGn2k076pHL~GRPb2 zg+J|le!@)srLXM%%V{K(9JG%+5gdkXWUjCR400p80b0cAHRmywfwFsdhVHA14E>TG z7l4EAhzsqR?sr)X?gn2h>;~dZ&g=E#k8!L4!?k_?i7YT=dfLEYXwQ2SHWL7(I;wKt z*}jnB^Pq#P1E1oagUxz3_yMcX0oHuaeSO=}u(d~D_RVgA1^KI$jVY%y-5Y!Tj;M6r zc|EmZoziUVNt3*yZk*oOTO+!^(;-)#BPg~2FKiz z5+r$U-OPt~v~Ybtx$CcCn4w*v|9o-djpywTC_TF5bkL^g>Pl;CDOQwQ-Gd>!^Oi3y(s{4 z5aCLVmKP28u#fq_TjfU@MRkT6wG8 zGfQu3@RqtNj1VKB=*gysQxXl25 z*DJ#P+7d7BWaC}bGPQ0v^rpfnqpzCZ-agOLKRbi9qmhE&qDQc6BsF~|El{c40E zB#6zLX`)QR>nNB%E>kd(@lqta70<|p(G1vqaHMoGjUe1J-biKJM?)}zn8ueBeG(>O zdZF~>EoOj71dI`L8uVEXHtG>RI}M}h(emqcChwkRWq;VLC2B$%@kUTftBOn_On@ul zjw|o5AU>xNbj5GHTV8qg@hgll^ivbFw>TevN03w@Zt)7z#NaR01hzHKNC#F3!u%Xg z>yR10=5pdT_m{{)$U{GUwM73p4B`ZmEm#2r$%gkvE|+rd;ax7FcJU5*i(jI31iVQP zCj}T0-u4@spVH%27^9@E@TNJ*kcp9~Q(mU7zfmxHxv6m%QmS*Lp_@2B0haZmqEO!ycGi&@xo>bxG2NL-cTqwi&-3SJN%CS&MI1_1~7ZPvp!z z(TvoCIpII5o(QhCN^%RQwx>Gy{*-W9p*nYA&SEPlGX;jo*>b|qU=m_T`(zStJC>gKE?hh8{isS3%Hx#U@zlZZ!RZH_pQc!5MU185S{yVZ_WErX<2&9Q?)PoKfxx$U!KcYVp4(CkvxUk1^VX zXLL6h`YCq@|TiIJIB7~T!oE?BdRLdZdKlT#{Uo|A~X_|U;y{{ zg9#+zD7qGLhFtC$Auu=MXI(*;dx<4{CNkoXk+=yj_&LoK$iQH9K?#q;PZ!{Vl#HL= z9lXcAqIWVq7xz*8viJW8aWmJ|EElJ1pDgMh$30o{%KoGr6X~emRpfMgt;{k%o{YU7 z!n{piTBgmGeGBw_VPK5fNd;rWnp*GoSXs2%li22O;I0*i7h$3{s&ttxi_@^F5W2E( z*$r%b)BIsQAh=2m>g0R)jCd7z!5Nji!-q#UP@WG7M*5Xr`i^H%n_4#-8MT8fWU^0o zXr^&qD7>R+qA1BjnjwA*wHOs6$w8u_$y*(448hh$D889qFHyS?ahY4Zkb%UoIjt1_ z<$SF?LC{!LIg5$%1V{v&g>g)061>u+;DxaOFZ8#XP9kn7`uNRwWA?i-HEpbTMot(U z(}+>+wPzZTlOzN$#4G{irIiXUUD^pF-+k#P+-f?s;`9#Q5x7{XiTf;{?twpN*e3YfrdG5r!0c0w&^_ zMV_l*80 zmsJI|j?-!*lRA(QH|#J8B{Pl^9M|-{&@|6upuJ$b}Q#<$?9vq zy6HF{YZyyhe|4q|wK?~*^JfF80Basc8TW*3jU&E>`5{FwU;_L(Wq42TxP>xvu{=<_ z={PPaZb&B+E?oVjps8N+%}?)BZNfsX&aFFNTsxm(H4c>|1ZVImvvKR^z@|-q9=_eR z)}Qb58RkYvgYpfb+zzz<;JiLLS0C`>n|9tti63*EOIO0At?vWmqc>=UR6f8@=8%b@ zC_NWt-j2|#ehQ;VDpnU6ik456sDf9^#-iLjS_DQ31fdf_LN6YT&B<3lCSol2(#-)+ zn=GVt=u{TPgnGK1zHmeT#RIkLBiJhwGE!Ka2tsL0b~N_>ys|X?IE^|>A+JlQ-TxRf zRkwU`5w%HNF%-P{@WU&UPtOxGz|5PN0kbE=q(tU9KC2{K7&bD{@Pq*zY6ph~PE7Z$ z!OxLF=XX(hgR#k#%uTviz+sNV!PyH(mRj_+l##M-So-E?NoZs7;gC<#PhbG+mP|v` zCd*XhF#~2o=5p@#i*&vN8HiV{AQ3+VZ!x8d7!&6%CS%RFWMV_rGSmr*1P@||+TknW zq#+lnO8f!|;m=j*(zwtjMt`IgWPRG3cDgYRMX}exuin=j%`vok-QplO36tP_%TwfT z4qn6Rm#Ssgfyq2ZSDxl%2Yh!N6B|5Cr-(aHb|HuZR-F4Hyb}A9Ye^{28Yc9`h&gpQ zb5;a`jemq9tCnu=d%yPulJ4=iKLX`}QwmP(2V->|X22|U>Tf(XsAuyeC=Er$o)0H5 z>tF=l2R=8Bq<3UjNeZ0y?XQKIH18Ynak5Cy%TFI{Kpc_ zC;2cLjeL@pEshNXqh=oxl=KL(UV1Eiy&wUy5Y^#CgpfNfMY&nzcrR6dzH};g9vivH zXFb%ecNA07@m}{AiEuJRNR4$PO7;==VJVn2L70?@cf&ACO12&pLx@p*Im5Dzl5V72 zV1rsH!Y3v3q867mQsszz$%C&_&xxTnIs&&~GNaRFae6XNnCPP`3&ne)b~V=nWd%xM zLIg4y&SLW>LqM9OTh7JB_f!XqKz=GWbRP85TRuZ!Py!*i*JY^1V0|BR;)!f?{D{tl z#z4qQNsylKY#ix2sqF%D#Xoh>6dz6*Rf(!y3_6QxR>%Wv2;et$h4~;CfgVdlQL_E8 z+Jl$<=N#{?oZ^T53`dmj#8eDoWfg8**IU>x8MUbTSqWaSMCK}rGGebb2}<6)y8P1Y zZ0<_^Sba~xr*84yvu9Q=*m)$kc}}*f!dVtaKASKufU8gwMo;dyqnThoXxT8ifz#Zu(&pG^qf! z)0T%>5<}nxRvtn|Ix(WY{R0@l2WVuuFE_*nHDkO^x@ z3U}sYs9p8=IZQ55#AIM3AuZbPY5Y~t0IE+NWS(ahe5@C?zbcdMBwt!A1E^itEWvz^ zO)yO3@Vw8@Ki=xNFgBx*+XE{fAq6>qf01KKj_DNW?-1_qn3)lEn6`Q0uReomh$Lx7 z&2*8@XnpsZ{Kc8N4Os`PjQg@z9&TO09-$>0t1`-v>RlEEho?R=H}^SMYd~BhGrp(W=S_ZZDazEzGj42A5if^%;Aem?Swx+fQEuW> zi}i;zx~Lyi%W$}l!)9XAm`EVPDCE>71FQk?3$Q5CFgU#;x8gg>Q_rW4bzjJd;3+~C zZ9(p9aNa;jls<8!;7T-1Lo6i7nZPH-5zjjr7!Afx4Fy`BJXHmy9zr*(G{y3EtP{3e zdck<~6qZfM3T{^zt&2%$#bT=;G6|#CU=;aA=8ev!7|24hz2>C%NldlA$<7Ybkg#Sq!WeNdF}+{$z1WA3PnRio z-Mb)#i1KJhcwTyj@@y$Qd|F-Z?Qo9~AJE=DzKQpdD8^jT6H+OHiO>z>PwTZT;DTT;`a{eTZb6r>xPrfOb6EqX``xzsA+^_UVJ2e+^wUMd;C z3Rw^_dssLb%=|VPub-V`gx}E`86LT&2BYy-YqnN+1FZ&-#{wx3D$@wjD;q}QDn>;y zF8FI`2``i_6NN@W4Ti7oB-ZF;&1Baw#aT)aO0Px=Sv&~tIl*28h6w4k!Wv4_ZSaQf zGvVkSkm6s4DHlXvNF`lt%E0N^UWj3I5DmPN`?zj> zH9M%}*(zBpr#xSAEOrR8;B6<(MXDxc{Y4+GS0K-g8VVPdF`dD;UUPe~=zj{j$W4`G`0IVLZ|nI4A-$(+;(q0S{VkNc-#HAODZ)9p=?$Su{mV!G_2@M4T5HNM3Q$ab7)eRAg#WTn~W_Rjh&y*pJMlV}>&bG9&cs7J#({K|4UZ;_@9VPpauGt@D~ z!Yj3k&mA7<%E5Gm4%EUpRizzMxv1Y#gcB9HJ%op+TLQ5sqR1+Zp>#4o%oy)^+RDu5&JrNE{Uk>awfN9n=j$QZjuj276Cp*`nP5rr89|Rw zrq3&zv}WY-&3jLhunfm0x*cILq&awDeu0A#AV&ex}W@kKI|R|J7F21g$9hP*T%Rd{7o zl7KIUB|zwE8LTV9{Awd2T*D6=6-VnWxvPtRhxITT)Q%8(0_*^Yk**9(h=~V^WeAob z%!EEr+h7KVJD3@GPAml_Y#7*+&fx$5&?ft?6Jpol<7i}bq+`NOtW zSTy`4+}C}M)AL5{tfHVCz!BTBy-=o@Ol$-z9x<|%K)N8Ok?Cm@@4@Mxb&b^l?Kx}; zgrYL?CJwbThl~uLxVJ(o4~n!=`p>a<+ow&WV*0ur%<*TvUG-G`sCz^2)%@Dv<6_{C z_n(!*qC01-6RvB+oM?U+4XOhOsU3S8Qb&d^HN*l%(^kVE8?|8~+%p-r9fCZNZH$6c za;{d98CDprNPjry`M7glNs*?O$MuI)T6nvrd#IpXM#8G5$ff!uOhy?txL{(OA|#tm z-3W)zgO9F{c84LHdqfTlAn>(tv_~g5t;huM)}t~et06qMWoJxY(ItOSh1 zGySnEY$Jpz7C6zFtBuVqL_JJf!==HZ82;Cg_Vc2|yY@MEm0E!@IN3X^3$=k_?dJr` zocZb+Hhz+f1Y4#VwmyQ%@R%k?yz*T#s-o5X1T2ms6b%Iwj&gF$^p1H%(S>HoGqp*M zW9=w2vOV_pn-UA(!q<|qFb6T1gdkD9UR1O8EXc6R^P-3#%A@>P0Y)2U=s^Zdq!Q@% zIfJ!cuhO(-`MGNo&RsoYvQEo*lIBO1hg?YP6_|l)jOC+NbRgrvRGZ!H6>t=jSnz*6ddN|f(Z*;Kt9U!_cDN-_|!bs6)}qVs?sBIKUK1#>|83O;3|oC zCKl9(Jo@BhgYiutYVF<$18$t{w6Z$-$FQQ|FG+>LJAm5ER+SX>J$->i1a{byB(c^ovV6ImcR`?Bt-X-m zC#;2{Q4ZLcq)z&mOP|JsIl@YY5Nbo!1sh-mBSyJK=O7X12fn0eXPNMAHO%T!r}a-! z_oPdzvPO-cFmc7C{9#MBRU70bie-ckX4<@X@v*XHJrF($MP$(0vq!n77C6;f^6iU% z8fd7NpKU4%U^C-raJobYx@Q7z=0|v#qIS%ajAWQ0*_~SLiiNP+CPfo6o>iXaZOVkX z)5}B3V#4Q@lN{ULlomRWbNp7yJz8k49WUxm8>mATTBZli7O{AuLtMmJL=w^=5$C39 z2LoV!jnqu_>CPKYEo)VTB)l){f*`Bu9`K$@Q$uZZ)#7ifo1r|WCa&`wWJC&;<>BOfF%Anhx3UFe74qcGvAsZADpgC^IM{%f0cf35+FS z{hMKA_Of9E@zbK?9%HHMJjC+*l4>1LRKPPu0TYpiFe`G|3sux^l@Gf)af&Fy1%r&F zI_^+9EgRlY3R0&;az9|x8Dmiv6CC(JI5FXHz+d%J2{tD}Iq0ppM3-3D5i(bz1BX@0rFP$;fO&{X53N=Mz4@5tz0z za~fsNT+S}95^ZjUF_blIbs%Oke%5Vm@vK$h*A5<6o!d=YY~W8xURCbpIRnrC565^U A9{>OV literal 0 HcmV?d00001 diff --git a/proposals/lora-adapters.md b/proposals/lora-adapters.md index a1d3407e..7c7ff402 100644 --- a/proposals/lora-adapters.md +++ b/proposals/lora-adapters.md @@ -1,3 +1,9 @@ # LoRA Adapters -![LoRA Adapters](./diagrams/lora.excalidraw.png) \ No newline at end of file +## Overview + +![LoRA Adapters](./diagrams/lora.excalidraw.png) + +## Direct Loading Implementation + +![Direct Loading](./diagrams/lora-direct-loading.excalidraw.png) \ No newline at end of file