From a453c1b0fdfa4535cdb7f68741b541c5c1ebcdd3 Mon Sep 17 00:00:00 2001 From: moshferatu Date: Mon, 2 Sep 2024 06:30:25 -0700 Subject: [PATCH] Add NQ backtest results for VWAP trend strategy --- strategies/vwap-trend/README.md | 12 ++++++++++++ .../backtest-results/nq_15m_analysis.png | Bin 0 -> 134530 bytes .../backtest-results/nq_15m_summary.png | Bin 0 -> 64810 bytes 3 files changed, 12 insertions(+) create mode 100644 strategies/vwap-trend/backtest-results/nq_15m_analysis.png create mode 100644 strategies/vwap-trend/backtest-results/nq_15m_summary.png diff --git a/strategies/vwap-trend/README.md b/strategies/vwap-trend/README.md index 834b81a..b3c5703 100644 --- a/strategies/vwap-trend/README.md +++ b/strategies/vwap-trend/README.md @@ -46,4 +46,16 @@ Unfortunately the results for TQQQ don't look as good as the paper suggests, at ![SPY, 1 Minute, 2007-2024, Summary](./backtest-results/spy_1m_2007_2024_summary.png) +### Futures + +**NOTE**: Backtest results for futures are using US equities extended trading hours as the results look more favorable than when including all of globex. + +Also, I'm using a higher time frame here (15 minute) in order to limit the number of trades due to fees + commissions on futures, but results for lower time frames should be similar. + +#### NQ, 15 Minute, 2018-2024 + +![NQ, 15 Minute, Analysis](./backtest-results/nq_15m_analysis.png) + +![NQ, 15 Minute, Summary](./backtest-results/nq_15m_summary.png) + --- \ No newline at end of file diff --git a/strategies/vwap-trend/backtest-results/nq_15m_analysis.png b/strategies/vwap-trend/backtest-results/nq_15m_analysis.png new file mode 100644 index 0000000000000000000000000000000000000000..216f10b0f6f893d07942a9afce1041baf71c484e GIT binary patch literal 134530 zcmeFZby!qu+dhma76O7whk&GXNOy}gB8@aii7>)QDls4_DF_T9Dcy}oBi)VUAVUrk zL(R7a_ukLmKKpq?_j?@QA3x_1owbG)v+n!4&+|IZ>k3p=mczM9dKCi$14lt#S{(!9 z5*`KyX8Prez!s6+G%Mhrb581Vk{J0tkbah+j!@QF~1%g{&2^{%)pgid+F?1aQ?5q zaV=Vd9nWD_WwZXs-uI;9GhFsl4CJfB=0@gZx;FX26rIA&<#-~d)$JA!O@=(7heOkH zMtwofAva4*jrfKE&Ph`$qp3$kb@uW@{T_`z9^3OlZ(wBe0?(g6 zk1!_YoD6#XI;*0B&*CV22L9Kpz_9Mgj)vSPpGcn}d~x8gIWS8(Lr`b`KDbyoS3`?g zSDY!9KL*qBeX9K(UpnYQC9Md9;}P$24EsvG;88g>M=mU2dBUdPVS)W@y$5Ge&1St` zi+w$EIcuH4{l`15^wwa+V^ym}J#TwX=;7t|w%pfiM&+m*WZaP@{rJ5GXEAEMbXI?7 ztH}$y^;8zm;Y#Z(#8Z@~wHS%0OAYz!>navHiS{{Uy-ZoDo-okz>As90(L>9`yhzR| z>(~{36Ba~aH6~JD3eU;Tit3d6zVpRig*y5+(K+6Gl5KNNp4;(b>vLrTMFiwx7GAAy zM%fMD6Afc4ISU`%+W{He5Zt(K_)fvb=B~$9f)Sg^*NtZ4&Cdm_a)%O5X|a{$o~hpIeXc`1Md_|I^0{O&eYLRkbK~`LQ{7XJ z=RzpTeeF{1^t=BI9jjutfX^W6cnaCc#igIfbbX{QG zX5qvgv)o}eKMCb^9EOrWtv8(T?e6&Ci8AIZ9sD>mo?bB>1!sBUh1?3EJ$W@{PbNlM zWtp0Gm$Op2qq#o{!UC0@0$asCNn^kpw~?j%BnazW1&u+W&`D$=RPTD56J*JBXzxPX zvo)&CN>2U-PPkn`3uVy$&h;-xl>U^PwL7@CZruum6V#9X5Zm-Wjm_@#v7Ix$15K;p zVBUy=WM%>H_fyMDDz858po`Mal%&*6RbJ~0s!`bjBR##1NjlrEwA{E3B5!@3y9J!| z^*HLnq*QZrVlO^}%eE&aroVBP8~G^|1w$#o5}ZOS{T2Q#6g<6@sY)52bwnWRf-P$& z^yZsJ17xqFdA{bzA&i`XhY+N>WW06ifqO2!`ZV>9zVv0;0xExD;2}s$J~*MAVs8|L zyOz6MjBl=kBvZh4{3^C-i$yky-k;pC!=rA7d?N?0gT~z4e5kMQcB^E<){imj3#M|O zuvt`lWNWy;Nq>aH=O(Y9+>=Sq391dlQbD}^O}rL6^=DB_DX(OrPv*jHsX5!i*f(mz zXegdFy@6Z_T?l`?2m0n$)pk&r#R-rK#k1EK8E4(G>YyKm1tPx1M= z@?04`1A&{#)G2xSTMxS-Psb!T-)mogyrS^sgco4`C;V+Oq1QxR6bR1U<}CklmU%B? zfG>Z%PCWTzkQRR?PYdR+-l|fJxQr3_Hv#rmyA+1MxM0JNkKg|)uuw?dPMrNQ7D~z3 z0H=ETcWZ^-zb{Jx7ZLxqkS2Qz|J$0$2&@c01P+X=z@`20$J?a&Z;pra_iO9F9q?Bc zYw>t4OE=14F-_^n`&=!qn9U)#u?}WYM_wBC_Vzb}$Vgkt9y`wo3po{FS2wgd=ZmDd zoxq9s-h$r}L=qW%85Ogi;^*YEhZr42F=f?7kx^uQFv@i~=^ll?c|*M{d#UnNBUAa7 zQ`-6CLr|WVok87RS#KBl9@d3XRlP@YU@+Lk-r0K=rK6(*{3kghBL=av(=t_=7(XG{ z+0#R~lX`x5m{(I(^)_&*-< zhcptMA-J|!JVnQf#k3vA&O=rT-k5uuVP9M`8v2La`6_t-^%+qUE#OSu_dBfmi zVsnBZoikHtDVb?<) zv5a1U=A4R0Ca{c-VPzx!#7Lx!x9|hXaL6-5XAHz;#PwZ>@DM)wXy_LcpZ%r(;^d%o z_XW*WA=~$pV*}yZZj4%#%taP%zCzz}H|hdPOF%mUex{m4#!vNJYigB2I1|<9XbpU? zB=J>_)O$$7EYBl2z~Yphz|(D~ZI>FNLa569cuVa~fxytl0ImVJd0cTyN#NC4M%Ic_m6esfYY^HGqO#ds z(R@`r94r83k2Wz)gloP|SEpzdjJXdYhHEnq8|RuTb+bmjc_T5*TXz4>r0H%DnLgD! zF7vBprR6Qnf`YNx?6)dKM*1r6(8mM|CRA&OkW4NF@WvNC(4FcdE-@-z4Zq6SBWGbj z|M1~x7W=K0n{fSdeUHH8s`Q67#3+jJ=xCYfhr_F%F9@~>#=2y)U*Gb&&916;p$0%_prf&$=Ah z0!=>Kal&kf6>^i4#h3gV#2<%kmtmYrc6^eF&JW#2UE(*T?FDHhjFmkSXTC)ed*PfjCV!p3`E>0 z(Wz>Y!?GPOq62K{9U>M@BgX!_BTriCY$vx&ce=+2<+_gdhnp3e!nPYe13SPL zwmXci$^{*n%X+<;tbBMmc8}_dyxCCCbYFBf4Qf|9!ct1Odt1W=F%pm3A|Y2s(xqV3 zK{(c|#0LDmJyY;k8=IVoHoeKGSq)J{6yodK@2ZW_9dB1&INTni450V48g*b zKn(b}3u7OWuj)US2oIZBCZSMKJd}(l4NPFJOe|;D3$|L1 zefcc{g0Dst1-W19!P?1FGxV+sZ(lfSYP#xeDMr^Z`Vr7L@wt1mhfZ5l53jo*F7C}c?vs#|?H&rv6c*Ocfos)OjGA0!B@ zmgh?*2_ksfKkfZ|o9JZf%7_f;Jnk+yjpUc&!gN>E*SMjb40e_)aY3GM6~UI4YQ1D{ z*1z(WYj%|NHH}0Q-Ly-QlfI+NxNRY0d&Cj5RU-KYS8`W)Z+0OMI}ZoqkEjg|{Zt8; zw2`82+qo)ENsreqCBQC-0lokZIFzDXy}U?$_DYE&t2ht7eD-2oYF+;xA|xsAp9P6< zh<%3pAUZ@zcQjSiAhP#PC3SbK&D;)Wc2t8y2} zVztiW+X4J$FAVqlKNeY~y!A&sy~arLeiTp61wZ3_IHcn|LbWFd2w@VGsi)x(LCpW+ zqQfEK5cJ>z?l47f&W$4fG#08=+fmG+dz)+B>zgXdGDg~0*cm@UxT~WBfAmiSYOreW z+G^OLA`nxDD4`xq?A6}rfokY1zCQtX-+pThp5JzDo?5{eHG;9@tm=EAKQ%JW5AKUXG!%q08$%kDlQp`pnUfB9Z+LFn9+~XbAq( zxprjkpwAr?aQ!l{v;emvdIU@>Ja86mwb$Ns=MZ;E7K{~IJv%o=fgIX?#g}tbhzul% zuM@yS^o2aOwMKj#QwJWmcTqI4-s?lSj@Q4&I1?YRIh|OKc}eyX2YL#8pBTW%|Lrrw z_`$3ohRh13jG6tD(qlTRhqm2m>0zQyqCx@#cMT%IfRwO^fHij4+u? zx5IAZsd=?aQT$gJ;7_YI$8<+ecXG)KdW}%A$X0Xh$(#-5OAD zaaZmny>i|55A8Cg`2cKt5i&>fh{q@wuc1-r2K@*os-yEYZrCMxxyiA7XUo5;!Z8GzyEfF z=#8q^kWpt4Zt~v28ZaHO(1RS2dcJxziJe9Pc&{(*EAA~E1>nG~aXH{pfbX^cq-67= zg+oVLeHhN_aS4R}D7Qmxz1Izh<>zz@E4(f8B3r1>gI6Ru%6Y(#ZL_lh80+DO!w4m8%GqCE?^EN%`c`qA>!vZGakt z%Y{R-#1>ORe+-#_iazKV`+J0ayTNl@9dJ>!VsS3cAkunCNOad}*4Srx<7tX83yHA& ztm?|P!{Ms9%UX5Z(F(tZB4p3MJi6~oW1nGq`prxkeAyj`FR{Vn3%zE-|CCDxWdPHH|!{$MX1~CZhyi$IF;wx8_(~cyh;5j z{kqVzfW6|f@m56I8HrhDY9Py*~>YJTDg{J z6x{krk64@!aSyY56!`=co;t+nEF7fZsWfsR7fCZR+3P(GXIb)w9p5E6Vcxr1c zpDS|bb5nSG4V!Lp%laC&3)jW{FoK{)ySa6QAjnpa@9|<4i#5p`KiohP`o`*%Bq$CL zrc!qNE&xQX+DKaRKV4IOz#ZTkpW@?Vo&%P{kjX|%Dj+HV97lS;*Rz^iR1Bb;``MvQ zGhT;Q>qIg9YcIy-ZZWI~nhhY5Ai=8}*rKWFlcO=(Hw3>$4J}aE8oc6!&v#T^fUhO` zlLxg+S!NmwgWo=$zTVq=`epmg^N9(eA!r$Bmy>g*^@#SKAg4dd1ZQaq*TKmtSRq>Q z4sEMfsD(7N@swTV^UEusonizh|#Km1?R$kup z@pP5Zv9_CBCTYmTlh%aZ*!x9AJs{>5^=w>I3dMB6U=U06D#r+?e_M>!=ui%R`QADJ z@fm4pn}#`OM*6E*=vyaU6C4$7-hD6?E+48-RFI`mHpp!aUUzIJ?bgm9owT0qx$^-x z`?}s#pVg^BxWdC>-X{q~%0)fqpN9|Tmt(ZnO>jaK8SmZ=V*Ze0dMf(VE!PPgOKLDR zG$koSUSwYW)=7-7nKYIqeQnKFS5xQKj!Vj<>9sIcyC?RcktGBCMfO*t;*01*WvIA~ zb3eSh-#w-tD$qlxW?RL&?2bblxLr=C_-<&$#4WgDn-T68#B4yZP?Wy6-qr3jeUstd z`W+JyO~LNqI9QFH+&3F};y-|Xn~loNzXke=e*^Sgosq{_*u#uAbtZWhwh<(Hk6X)e z#O}=o+c`FOc^N4s@EjAPYJeT@EL-nEZKNa+~58UoR`4?7DpWI3GC>_8_4W9LdYyi?w^_tpI1(uU7c$)~GV=usr z1wRs9LZ()uLHcNz+Zii8K153902@A@eFXRg^a%g$|JU~cUOlzLQO8t!`<+(pdKv(( zG~K-LcRg$wNh-e;nZ(z1_$B^M7#u6+T%w)^dAKV=HlAPQt7%@y7t?#NqFpLq80u9H z;_fL0(I9&9byn6memy+(xH7j6cDlHi&L@X0Z*-*1?0W!U7K0ZE_nmyzj<(j7I~#(E zl&z80YLgTcUaQ2^0z?!gK@C|8bh<>tIK-@%X$=CFt1ry6p8}!4=)%tUHZInS{`3A_h2HLoNwiv zT$VJZ&&z0v`o2kj@S;I@3MfsJ<_7hzcWI9p|5iKPS$XBRCq_n}rfeNB+;l zq!_GO@Y=j1Bwn06btW~XL8PnXxGr0TPVyV-%@Pqk0!ZMw?+Dy`qihs8&)I}%Uf2!*G8*{}Jw~KM zRj24rosFH=_2j)5UVDQfB;Ao&`yyh)Ge+_-gBZoS%_Hma**eXlTZroyUIJ-DK_hwe ziH>CM{HGJag5=RBCc>w_ej5*+tZ?5`^EylQIiuDx$%ypdeDF0I^tv@z`wn5fD|hU4 zrF-TY`0}fNfCDPAOCk!F@aQyAPpR{eL&^R|L~2OccB$)Vp77u09si!}KVZ;4*!3`D z1dnaMf?O2k%Q{TLWY%N<{QVL9H1lh6Hrb02UOgI1UP5ifdmVl)UO1=wRPkK5F2g@? z=#6}L-JL**6FD3@+@mmJ9v91c#)}Zl#T0DxBmB9{?_l6+4R#iaTk49K#gdo@kL6Lv z^k%q%B3PTtHM~BhZ(;V^@XL)c5cht+<6#W$dWh}2s!i9YR89p2xT-F$Cl9VdPET%8 ztc0%JP&%Un)JH|@y=1W8xj^`$v9fY#C1EgIf~DmK2ue!@ZtCq+&YAkj7b+)ethkOidAV5?Ot7zlu~JBA{#fmP75Fko zYQ!t}5t(Z&AIN*eh-y7J-$nxr-8dj2qQmf4mVkS1AC!{FNvk-c< zr#HiqWTgCzV!frqjr%^2@>*m3nEBi;C6|+ zZN8)F0^I+F=e?hwz?x?I%hp4?@s9%Qb_&{4ayv$NtMVV^*-;Ztsf(A4beKG4e4i(* z`6)yQFZw~rBB^3cfs_fGEaimXq=NGvop$WiM9AJHMRFm#b&A#AiR#0*#10E5_+*L1 zO53_W>Fq(7UVI{J$3^u6=G=jn}1% zSf2zGN>y1|{|~0Md1+2M4*(7jdsSC=QlG*UYy~irG~7%!Ez{OLev=Rj7L5+>qv!NG zAbG#Bd4JiR%~ua{a`M%TnERMUs%)zc2_&2pKRhq;Z>5X+u1auvQ32XURjs1O%jE1T zzvq7=OE52QN>;QH$3T?2yB(itkur=Zy;SEOX)anZr4I&yG_pzbIyu{_?!0ELXh|qA zzQZ|FZe|^Mi1|{ab@Bk44x8v)=Ta zDTx&u$p(DW^0OlDp4#Mwr!CIa8-5ml!&J(*_N0r@WW^A{L9_Y_p&EE^ao99EJ@?Pv>1ZSPCFz0F0zZ${9$4 z_n)ihZzmf5&SaebLQ=$G)Pi{ZKxPqG?RTyxLRN&OVJV@>I~=?nVnRV$VogMmR#A6u5Fr-XaI8jV$96Wsp^s}}6EnEEdTwk_ZT z^0&TMVgpZ>(}@~@XaV$K1n8g=>$|6GnFI?v+*ycBVAdNmD>)=c-$hvmO4j$znK{rS z36(E9n8q|LroGOq?vRrGO?N1v*BxToCUlo}LFs%_5wWH4T_yfqbdaR*C42)bgMLU$ zYX+2D>xV%fnyHdOmb4UN=CG?ph_t)Hf`2_0|ABY9sDkI)4 zZXZ*{^f4B);gg4VeiRyS9Ttoph zqu7{&31HPhzy@4g`DItA1YrVqP|3A^QA& zVSy1}K5!g5iB}1%1-o6f+NPBmLIq0Po%sf6I~c?78ushqnPqL~dAuCX8C2Ud8@xDa z*TDj>i2lNjeR*~F*+Zf)oj~HN=Q&)|e~Bz}Ab|p0x*9I#jwfADH9wVzxSjf5?QL9n>(! z%W(deP;g`mAY@rdN?g39AFgyp$x_-+aOwE9p8Jps>HHeiz4q)rcQ!yF^G-jiM2p=` zu5a=`^x%<;z{LW%IVQmO0XhXx^F{nc>N8ypowffDnR~Q4`nxtt@AIA0DNgxW34KW! z_X&qQ_Wk*Z((xt21|3n3hmP{YMm#B16CpbeotZjtvksRWG?)HAkSIG+S2MAOya1UD z5@a-y8|G%5c<*B3F8jsSH2%7Du+G0xV%FK2Q-Aj+m5 zS&HfWK0N!^u{59iu0iU z;rw(F+A+284KNVF$LzVBW*t)<@cL)A%Hx{f@klh!LZ+ceUM7HmrmO zQFZZ59l}*q@sK@7IBn_Cd?* zmg`qWvYoD85rbDXh?G8B&y==YIVQN=eSpT)KW}GhDxyavu;@DW0kPr8y61TeDY6xy~&t>zy_}a!EpzX9~5m%E#Z;~!mycr%3%7` z05Ch5%}T>HN0al&I0j^_Ksd5y#z2DZV61U{{&$(==hWP%x!aGFlcQ1J)J8vu=8Rnh zyQ=?2a6Ie+c`YH7iWLQU8{%%3$(70xPJoevqW2CBUSgvE_M-7Ckd*MBolhx$A{b*4 z=}N2YT0K?Vt&>ya3!_QQAbHtfG1IiTUgsdklYglq5t?OXpi;M9rKZr~x159qnSy^O ziV#HQS#%-Yvu~2Y^)uDal#n9LoF?tIGkL`3iG50N@U@)$?1wbtlplsbT|>^n*2I(Dc7w#W>? z9km(+n4=D6CAAFW7Z!7Qlyl!9JsifRWKF;)eVyH|YCb z`2|^hE~n6KskQ|>)-$NH-c~*g%u-ap~<~XX_e;E4uI-qxePhlL~Lj5!tlFq*HOHf?pmL*6j<00gDXgf8Qxm=v`6({CTr}@d*#;Zsc^*CM@)6>^0KcCxo z8g3sL5p%WLyS+$FO#6QzwW#&ecyBRL>it0XCBBRD@ zB!2npBA~Nt!i;F#i`fcay@1wP!v6R3!EejT@NTN3)O=Pq*xw^?ifa|`{l+bSPL?6Z zrKYxug?td((y+h%Y}$7-P`ij#CFEY++Gh;bDLrv>xEVOs_Luk=zh=gR-uJg0kXB!I zF!K0U(oR**524~DVkz+Ykg>47<99pOJ$u5s)dkvDT3@nX(?uMaFwaKC(<;W5MnUL& zE`24tDsrl11V|nRd`?spnGRq3439S7v;j_|iILv-9w}cM8dA?sr>rXz>~Jq<5_%XDX^>Pl;AU@E?lns-BO+uWOZ zljXe*JaZs@G?VSafHGywwSh(l?W;ZSJ>+ov4P%~jO0wRWlthGkxx8-f+x%N`ME*dh zmm(tazO#Q%FB6a5nWZb}=hrS=KY*udR#3Z;Xw5zZ9$;o)E}WH6OkMg!jy&xFYUzGF)EF0vdT#nv57`H$-6t2JqH+Ww@O5Xj$i z%Y0lJsTR<(Mq8j^;8Sk@QJyGen3wpCU%!Fxoav>Cpx;#qNDmPK+C=Gzf8{@!D3LS~ zfT{AMjP&ITfKwV!;?I1&KrzP~=PVB(o5i!6%hK6SnJI{2nFp0z*x_m}%Y4Nx#4wm6 z<+%!OlDjoIkKIVua2Gd>!w!`OWF#dilejcpjJEJur|Zj`b*FGeARnFbgBW1I_;ewC z#_}g}AtFXbtQRlL0XWoya39;!wZ^2Lz8InUmlps?QJ>i#(Fy6_T)NSK^YS z-5G9+v4B~q?r6~QJY^Aw86`;>6u3Tgfx4Vt=xi6{9nEfqS!UTcImV4_VmsVTMmr}L z_vtk2nd+}EZb%unafQmo#W?s13;T5eC3$v|yWwdDmy>Zb{i)EF3-ANj%?22CLr40b zldlJ_n2q$&vMOKz`-FCciJt(%3Q$9Gu$zXKRsdzjn;jP+146sT3aAp#9Pxm&EFA4& z?*j**wHmY^2Q9&zi85KV*)w2%rzJDMW<5+{X$crcu~z9-TMzo{w0Jur0X0T6}{Td}k4u3FV< zc-XS7<=nlNhwouy>U5)$czTZvyW*3*HJ-6oPVEIaW9a@xjuA6ryvfQGy;VX}?gVna z*=hg~q^kl+k1&1`)IG2RYZvi`9g5zw`dV*7x3z}p2soHm4@%^&aHKt(P#W%T(TU*j|cB&A)7@(sPQgGrj4v82pJ^U)86AU5@VL&3OBv9 zi`j<%S-Zl*$b?GGN5ym)xC0iuK&@W4hpsN*mAj^UERR1tr6FI3`ZhSho+flX4(x`o zc28otuo#77@+VM|C(=wVSZtN);vgF4?0s|ZYQyb; zkDNY&sMYk2nP!bhAcp&HT2}4_VIYZ=l7n*{dDwP%1S`ZKglpZ8+9(f%#Xq0UX%IMe zGkE5By$|TTx7?pTssf_;a2s#>(l2TP6{=pb0JYPmaDwr^=&)?g7ibt)8DvKc_;+WE zl$Rnq&guzd#MqLH$#U(hTIGVWPg7{(Yq*W<7Piv?oR>A*rV=viv7*QSQmY>RXyA?0 zU~PjheYDvCICjZbXzOi$Eb`PJskvJs8DGL0W|0@PKIVkI^0UM%R1YxPJ9!M1_a>(| z@O+vNuQE#yJ5KMnVc*#9U&X^LJq(wCQyC~~1gY(p@B)(!c&_p7q%ATpqHS z!zdD(kz{|0f>#c}Z)MkM4zhkox%!~+pQ_;G90fv0+-*Bb$Z3K5F`5qAl4>Aj5OmuKlnZ3@sMW3`jPVO; z;PyK0ihw*P9KVB3Qw*KT;h|l)OJpWtnLsrgoAf_fi!cypjdNo-tJ7aD2vF1fE9s}7 z^cq0wP^HquVRsBpQ|WMyM6ao?Q;6o&kIMy>A7w3ZHbg*JE-Uty@8NV^d(P-dlH7X9 zL$hj7?!!!3^=|DBy{fF1t!G5Xt2$(k-cz)b$({CdKGT)B67H}=+@ommHILp*L@@$7 z0!=9BX>iRl`5YLQcH_4Z_1_l}Q6jDroyA7bg)^M(Vsz5mKoff?TD&Nq`~uV5tgXJ) z`NIj8ov5xydxY_nUHg1kThz$(T&B#VQn?O`$5{2H`2izR=MhZy?uJH{yM{&5rkjlz z4`*%j;D-<+J0Z6vv(ALKx|=U2phP(v5*v5OpIF{@A;2XMawcc1tU?zfjbb`eRucrX zDp3N}a6o|=M>&D1qMDZo94I6Gz3}MwBDvrFx9yaZJ zJhss^7tFeJgr&94wGuHbicpCiO?a}bzm&;KrDGCoy#2^cPny)njVDz#cpo`w=m1X&EBR5BP<9W7>VkW`WfV3#n9i zC!W4R_Ur(L*XFgX5(NB+mAKkJKP9FNz)#lFBP^iAJi8BePqP;=`X@;#)t8CvgEIDTcl5;qbM>|}QmXNZ)`JcA z>xhW@mf9=;H-ijM5u+|88#q_HqoxyjGhlvKb8xpTx|i;K#sD3+ zNR?D92HJSHFtWT?oVK0NXgNBn%5U1Gy(_69s>QK%kL`0gA)Q zuF$8zq5z6%*$J0@7v$z%dgz0}>Ncag&w1^NLr3X;Kv5lAIN)0raX8FEX^3@?zmXd_ zIhgZB*M~j-W@y75Ktk{FK-fQQ@n=V({4~~6U1MATZ1F$6dLR9$^LMIBenW+ z&8daz2}fhbd5<{43~iyuV(C>f`WQAL#N>z-KBd?+)-x2sABT?@K^~D-YuPh zVd2vW_FQ1NO7rB{UO2aUoR)GY**W(*xtM8rn7iz^z14TeLnv$ScrTm2V8yzj!=nHe z{q)wTL#wasIJ$?I#WJVV+F6i(P_26FzWJJNkkBIUBawdT4>ND^Jq_HUjX+Lxm6ru+ zhtG=iK>ImVr+qByuW}8!4!-Qo)91ozU``G6W1zI|O!UQRV9Lm;0X$#ZfupfeA(?2k zaUZQVcBU$BB%G%`59ECRNgJ1v;QTwWmxQPMT+buh3<2B-(3p-)85iwIy(BiZ{R6Tm z>vvs9hfoUMTJ^@Do$bs0)-X5gM*0R)Y|;p8>KC(D`o3W=nfh5F6Tw}y=ixYOw)_m7=Q0G9>y zbp@&;O*XOEETP_vz&upt_*9_IqnM7a+e3$6dA_LVlc0YM**hqU7VIp)e6b(wnj`<; zxSbO`EY$CO`?JaUtmcvZbVrsO@x9#fzxU5WgqyL<&?y~?@1=6nYF>n|4A|YGhfJ6T zkf{)h$;H7b10-O&@_8|X=)a?~9R8#?P5x26HD#|beb^QAIid(3kc&2EIMk+l&U^Lp zwG+_=0;FqKa8O<8Ds)6JWAC0ARu5vp@3TkgD=hOZ(GY6w+aog@z(Qq;^+o`SiE0I0fDZ}y`9gQ6W+^8={N7N8=9dZuT!LA5yGRN)A}dxss9396wS=SddNmM1 zehQ&t+;d|CPDDpp>sO>gZZG9GY&^o$EE!$pS)8>T0cQ^fLpCzU4z-^;GtH81yL$Iz z@3#iu!EyZh1WM|Y)0%xz&R=VNPh96OE#IML`IYmp09-@5E(UFR z8NQ^|HXj_Lz`6gRcCnf%M>NrEyDz~GsaAGAP35qosgUJbr<5@cb~(@-E06$G%Q}E> z1(cGO{M8)+G~^kXxK1nfbH)hu#Hj(6_{EN7z!|=2$qLQ&m2V58M5mP%3!tP;uhHe3 z+ZdpRjdYZIaZnFG-{Iy-+^}d)!{_8^2N^*O9e39HHkF{~+WY+10!y#6hQ$>bc}GFbtW;^lMsm$s0>xuW}>!Nrcp=7s$TbkeMP9qgg#Q5 zdw6P2gTjx6>u&jH0UNKz8!_*@Rbo|<7B&V}M>3C;Q`Qm=MnkF%i&_(VCL>is!gLcu z)!S&o?wga0A55AsPclNWiAA*1XV040$j3ma-?$_i6zfd8;agk6m%kUkuF_ny$99Mv z&CZtqs$bs+aWw8+9G$2LTlt^)*!k6fmPP17Yjg$_sL^k7j)vHIv8W|Jp)+6jI#o}e zQ(q#kPzZSJv)m)y3xw;9jO2ZpQb2WK!6aI2J&gP6qq8P${%l^2$vGlg6^6ZvF%Qi6 zTMYtu#a=t_fKFOgiE}Htp6N5NhUrlRh2R}#KZ8JZDTAh9;a^W{B!>B9L%}&;dYZ8G z>V{6L!zOT}q(fZG2Djj;TUO|)oNZfIR=0ObqieeC_7$kcX*K~ne+9Tk))9^(WzTe+ zO4+_nV(`Gqz>}S^W8t!WB7Y&O#%$U@+3W!qN?8`Jh-Dj8spqdA`=$%MWcoIoK*$r* zo*%Qe*;Mr!85wSC{;l;6@hP@wl#@_xcQ+^f!`1L$Vw6BU@<9dhXIe|!JIG+74?s_> zI}iW9AU6)R^2CPE%VmQ|Y-FZC`-1rg5+_k3=9X5$(d?W5s>S{8Kmjb}-&^ifjI!G& z12&XLZLWH9uwt~;p8Zy7X?fLm-}n#pxDl3n>krUPcZynYLY8N-;xr!`q}6LCYvekO zKij2y^`Gi-4>2V)oUqrQHph&c^qfpxx6v<-DlRFpRx^LtHS1>|#>s;BF8gPe=(`tKF>PNft({y0<58 zv>bqx-g3MoWYL$_D_@r%*M^JJ?xJk`BdBIi4)m+n4tRFCOAv8R*(Mt2%BCHu4R$oi z3{Y#u93uPCgRiFjhIWqQO82yx3{IDLbQ=o7%8!qAtJlh~zZSFKZ)%%cINh3l2DsV@ zbx*#y=gjEb7uk>Pf5^^~ffDXh7IQ5~I9*s5C|#WsU>@;M5%Ac|19x*v@#3(e2)~S+LLOS9sqKCRZX>yW&{%1#GYL=*u8&iz0$5G z2Om|Du@y`Xc*!zH4EEiz4Nji%8hF}X+!Y2>DzWusAh8K^*bBD~QLd)-Ic=}odimfC zP{q_8X@5&2@!Dmo`@Bqn%P6X$v2PK~zl|K`I-H>LP3 zE1Y2jGhR9Mr|!43?58N&7mBJp9#)K6DRCh{wD+B(qqpincguYcyWE$ve=Vn8N3>PD5pZT+5;3t~+p42+o7qx3q7vbp4ou;EzjsWO z5KBQx_u1r0%cSV)Q6GSTVRUQ4wjMpzeDjiXp3#rLDb(~d1!Q4&O3_VJPJTD=ux#IR zg3j#!gB@rhI}`eir)LXMSt-&Kis5@=;Oy;w8s=HXuvzES>Y}7?ANtd3y?Sjf4g=_9 z$?Klg7kTehuT?ZqNuLbNs%a7~2+K1?R1SWOd*ePj-MCM5O|^~cTFwOPrkGaOwB`eI zxPQ!t8;vG~M-K}~kuUZ-JE8>oU#M)$j{`tg14u^YjK#|hyXYVaPv6kQYZJ5Lf! z!ENvE_nwoD{YIuox=~xx69L&ai#K(9Pu52gv~jWY&t=dHVh%jNt*HNlnt^agrS~_cc-oIkmFIp}+=B`$Yx$m+HepU^ zQ{;6BHP8hGXa%GtXNq+3ScGoSEjY91xzZ+^!RBkaK(zd)Rvht&aO;UjlIP`c;wyxp zttw^B$!feWfdcEhMeV?0?XXIhZ}{jYF{LQb;e*?0-eA$rmOR_QZEq^N{pU*S8?38Q zt~d6Je4)2qJ73Q+9rFsS0P3pAuY#`Yw)evSTxR_%Nm`|XqV$$ni@Ve<^FD1BxMhQV z9nmU08q-N6_vasOL}5+Je<{j5FLyp?FuX0ghjdGAwgGdDhi+2SBSt#3=Sz2Ea*srlx66$w>8h+AWlsYq z6p$mb;J4V7_H;)HdUWhYI&(FSpt(nMf=k9DfJ@`ch1s4h~Q))b9z5fTXLfPni5sMJcr6Xo~H!~*g z2}Gf-2PNP>QI&ixbVY^Ch16gxQJ?MwxOQ!=y9mLd%Evh+(^*PYcqh%-oum3^vp3oI zTlR!)gqJtfjVQU48ny>NTE>vW4;8(0?4w3Qc+*(%;x@h~SPZtN^@ks7??0vnifF7l z9P+k{ot`g$aC^8{yOG{e|Dbwtm1&6RW@y*I>^t~93Cd8cpG*%c<*0*PsLzP=eWsx9$x+@p|Ekxnms7%hiDRUjL+)DyK7ChKS&m+frXi5ac0U0Hn zTRoU#E>Af!#a$f#Dh2K8`X@~X^dyT1+}8RT5lS9^mn!hG#1W%hs%lt@G}Z5k%HF=1!_b#YmJ#0Y46{sBFI8}oa9T~=oUh%)j8U92i4@$f zIr~uF29VyqSa}m3GeRx$O3Ejfs7HZDI7ZrB&rgQ|hbTv}b1u4I;8%rILOGM{t>CmaM z&%Y+L_6W4$(OX~!=puDIv$-&NGY;aP)j_(mea($eq-2KnYy*)_7Y*DWvH`6=LaJG2 zqvXb`MnD0_aXLWJ1f9U4=(oXDypTfaMYekiudm%|Zvt9PFBDDW(vCXJB)RXFc;qq> z3;m>d>77PPX=|WX?3|+_W--g!Q9A+2gWYK?9#M9wyu=xvK%lL~qy452fVGm;u6o{1 z3{)qKz>fv2^3f1QPovz8kV>E`NV6Uv@ig~m9fZnQ+-^>v5CMLV+(f+j)dt0lb8MxXp(IP03V7zF>AjjkvACsSYDR!(#K&(IA$*1h)Bk;`c3*ju2v)`k<1Da4P? zgWd<~iLBQh73uv=x*}$8X^giDSARRqPHSDm@hg4&A&k&|$EG7esfEX8dS%&}@msC+ z2*2xWXA+->W)Wzu_uPZ@hvAS7bYH{&y_!Mw?$GF)lpComsu zFdd$uJ_$uP+fpUHh;^fBzvb@aZN>0NECdGc&Lu%d;Q8f2xxz{2XOK#l*2;rWu zb-8tcM8S>W^*H6Aa%AZu^UiKB6$`$T6Z4#XQ@Aj2hd_Ih!Y6pGF{R{sx_@qA@Hp4^ zBAzS_kaDt_?4>N(Z0dUN(I)jb4UXTDjCX9;_WxWfvmrgod(&bDAdDBVkj!8f0hR5? zj>HkyGb|m$^%`8BAt4r++cH`CJ}OV`H!vMLxC=B?|o*0jzW8X`1&MLTGhAV;guS2 z8Up3ODu?b}a*fomu*SB3bwsPqf)xYpiS?QLNeDcFE}lw1XNw2m7Sy<-=@xr}0?=>8 zd1k39ir3l|g)*uKKhfS|t)v6cX-A>p^|nO9Q|{98Wtd;ihr&J24Vuymt$?>Onj@i% zP0OCcgGx4(!lAnZD1ajeSFUZM3qZv|u|4DV3Z@);z&&33{3#jevC7Eu)k2}x>KxJC zBilsJKeaukLXm%!4kiqGK3_n#`oHgeJfuQtH~~wW@wsT{`i*PVYyXvG(Z!?o&QnRH=9KuQG;wBO8<4eyj}x?mfX9%j3{#F*Ta$Rm^+z90l!{X^2DX9*$<{Suix=0t%Xsi zRUf^=0~#>%FB5NOzo&Gl09|QyMzll%Wl7^gI08WHy&mNzR|H36HFXm7q>-RaSQBXS4K|p#{YAA_{fKo-8)KC;cmnI!ldhZ}zqy$2VB!mDV$$JN#=b3rVIq%Uq zzr~uh<`34IkV(GxeeG-S&z7!w;u&|QE^w25W1#qAnUj>P~Ob}26`*|^S5dGoc`p%jXu;bc~VS$ozR_X{(RQZwL_4U2ABTy-!UJ4 zC0P7-X}o?QGEl_MXMj|4ZEgw|0jsRGJgc?yQPqz25MoJa&-SV}6T+J_U{&u6#+B+G zf61!1uD*OkMsmc>8R5C{lZo(~z?@?7P+Mo=+LFQqmItmg}ZzLlOXcvg68} zqc_cqC=A_!xbTA2yz`Tn>e50Sk`C2XS)byO;XGpqia45C-2L-~p1-hK_fA%3> zDxEbQ6!hDcr|B6r-y@YdsVt{p>`~NVfCScxLkO&-U%po=@RbRNW~0xSJp8=&hroo+ z-IHS&1PF!b!*S0o(jtpvR5J#-wzFosjR7gS_87l`6X()<9y+}%;4cCRpWVMGDljPS z6Tpbum++;28m5D*4ZUOi-RNr;4;>rKvFD?@T?6u2C{)<8Wl1IGRiZttEya%1a~*pn zmM`w(8AZK=MOSB$mLM(_W!^$I(ft6;M)4VLdtQ!qy34=6$^@6Ko)H?J?70FGTZbVC zk^jo9`<+zS8&=GvOa02l+rA|`{(s~VKfm@6s1rvFj0@(;>)ASrA;`C%=;K*jJ4Jw$ zgdK z@x5;$e1iug1F&g z(oZiE7yu{)n_ZswpLqcQ!Kc7fD9=Bs#KL!!O{&$)lA?>djvhAJIh{=#n&8jod-OMW zm6!A6PNd8U#mgs*WxEqvB@`y{53Q%1+$63{qBC>gL7WDt=gn`r>UiKWJNdd38$BeY;uK6I9rpFc&H4x@S1auTw*)p zsyL4=>%}ur)=mDa9I#7>b#};9WGYs5NcJRCLiZz_W~Zo=%jM2WXd9Itq$g8~d#lu= zX7=5PA3yhO>EcJAfvQg=FP2!dd2pecwda@M@-5$VDM!w4D_qXGbJJj}*COpy%?hai zPGK#dMbFZE`rg?r`M{jw5B$+Z`{PlEWn`tg>V%lr`*Ukk-FPtDlODM<6xIFa*qJ0# zpB<9w-t6ORAxB(@d=n;*<`U+y9O7_vGqlnR_N_}nT0r$=0@4iO;^5t-P%NH~y_9qf znL7E~5@CH|RA5Da5n|>50Mhp{SayIp;Jh@iBza1b9iryiWC`{7Yq ze-~Dx-TXciH+5a{#hO{HBG*jyIj+v~vqi*bjPf{QJFBL?uV(I7y|r6c=YpE!RHVhX zb$RP0OYbA!detTnT?Zo-Vgt41FKXeXW``$B3ZA!#U+2sKPXn)?->BcHWl_99S9~r! zT{%DLdVj(>V9Pic+WuY(i=B{z(3dkOk}N%^QZR2jsznT2;y0F6@LXz;AIoo#*x zY1nDh+Gn6RWIWxzfwf!~?}n6^Dg8p=4%Mn?R;4bxsp*mc-J4a9D-Z?{>d1;wFA#&y%vhpLw zbuvYK#KJDS{h>7UfEgAoz-?`ka9GZ9LUpGEpp(Cv-mkIC7jbEr z2rRCXuO{$sE7#0J_t^S=mKk=b2L3EyBcxTsU)+;j*{kYu)AvIcb?C% zqMZYWhh}$+aQJ!jFfmB= z_iHUU0$~NCJmE19?^jzs?|$k6bxaTU3Gk^^=`#MRc}58`YPF1=p}_qv;_wR0reSf6-pc03+x?soDqeli;tKNglyK*k@$ zRX=R4X*#64|DbeLhZv2#ID%yL!GZS<(k14F*50-DC#VP2B~yyZT*3>9QrN`fuH0R_ zS6D^kef4fR6@yY6+NvLVsyq2#nMp^E(@tRv9J@o__$+S*(ITjc{QD?IdnHG1@ut<&&RF%E4$S`hf8yL8<*bTA$N5fc?1F=?#fkqzcNq#oAm@fON>T| z_j2UE_Xm~vXvw`%1YU1#b@J^S`vYcU80^kvyM##}tvlMY!!-wl-CW;n^u;4nGw;m| zW_3G?>VV;=-DE?9)S-FiSRFaXvT~=mzaH7z0d6@~0^ilK=`kgC6X?vFRp2pdAnGPB z5@k5+tGlc{aiYpnRCoJ@TU`V2%$00%%7YzLqFsLh1BjM_3z>jm?XVAxv{|_Ck7MVK z)}-6Ce6n@MsH}+D<1}i1RV0m9!}uTg;tMOYrmd$qcIFMFN<98-Z=gOR783*<7)km} z5za~y0gY_!X6gjQxSeym<#iSKjrP~@!1^RF`v~2XO#Uw20oqBxe zOt@@k;w3LK%0h)F&$zKcXH99BFnucx;Mdfv; zyEBH>U7!sYF0J2t*;S}?xQKu+y809XucOHhjgG4dgmq%;u@ zxZlD2Ca(`nSw%?GZ|&^*f3bP`L*us3s~Ff;@d-#r;yC{47OP`SxR{3~n52SD6vQ=u zZbrc(BFT=f53K({y+xERXOrtbsB)l5P>3{5aHTVEdWnhi7$8~wH2C!hUXo;-xXCQ% z9<|__3$)@9Nn@xF0Y{YmUA^$FikfyI$R?9|k< z$`S#vGHQvxR^!n_tkI`tb$3fM)VjM5{zLzU?An*UZ+aso-|oQ~o`!}qQtAY3?dSW* z7w+)URn-5)a7VoM{T9#Nx1&Wx!%qE1Hz|a_xobK8Zrn^B*_2oD}2K93Ay_PK7o+)!kA@1>VxKtt_;HvTGM9IXnZ7PS-}?e4d)LVRck&TTAN4 z>L`lsE3^;v5K_EaN*N=w@u4pU%q6Xu9C>?301)7UE9WQ||D)xSQV)c@-4e>&tU460 zXzyxvl$?IypSlqLUJLU7Prxz<2hZ@pg$Vm8No>6Ig1 z*WzOjxNgPvo4*|h;_c3~BloBb%UAK=#mml#di(AvCC{F&+*s@l?i@3|ebHFPFMr#P zgV=0<9oRBl+gcp>;C&_9Nat#fABP{XBFc2j)^495BSAf#=rP%`UIX z9yp#m1J~S14&33A`QJ)G0Am+CR-nXPcrFlPzXtpHs2lAPc>#$RXczUAxc371I;QXY z^LLn)kfvCuUA0wbjlY(+3Agr?(beG9mdqly3;?-^ROmm>Bl;b3BWgsl#(}|NzcjpfOX&)pZTn+D{#xtVIZ{-)>B zzxk)l9`(mt>xYmsN}Ph@391%Lv-F;=DRYb8zB6lbUaNG4ZxN6O1-2jUu|QhBDBx)r z=r2a#edUeTwpg@WiYvlFgN_lRW+EjycJBaA$B%Jp5rob6q2vO!AFaAr@Agb+Q7%`D zl7HzGoDNhd`VYD<nJv(sQc3GO&K#xOp0iK+u=Nki;~6i#vw zVgu>lfVZ&Uyhk6}9V|q*mHYxnck+Di=0te+J#Wau^LM6mf|B!;D%agR;UcVC;qpK4 z3{iDm`?B)i9l+4EZ4)5$Q-J?=b(aukcDAhwmW^Y(+7s3t+5dU$2!j0L8V6`KyME0F z@&=}ICC_WB(s`1Y?R1;N%h6&r!|Z}Vtd|=H^`@LNbs6TcDp)EgB1ip7Vgk*tww|hi zN>m140_C*7dl=3PPladz#(n>>EJF5vH0}?cz^W-1VsvValiYH!t}s6z$-IT ziKQKtrWf*jniY}jb9_LQGS&h1jO_7~-trPgZ>qBRB!cdD6(nSRQM*cA<^?|7Pr6DE zEqZnAhpq$#mzJ8D*mO@y|?cE5KWIRY!jCE_e+Q zl-KZcDh;l1mDZ8#z2WAq%iazWpE_{`Fw&`Db4mG+6Td6P)yx8o(^rcuB9DVHfC%xv zlC4iUd{#>KM5c)dRia{^pqwS8S)o=kT(Aaet5m#fAp|-kPajTzUq}ruNWAVFNTZLd z6=I(WYa21ZF0}C)AT05&An#GYv$KtK6r^`qbpNR`DS&2WXXIS~XC>Y5 zxH4sDQ@g+S^(h`@-IO^!^ac$Tj;t=`?J4iLt+GR%t0Ef{$RQNfv&$q{P8~_mfZ5yN zlKclq)v?(f^4?QrmB*s@i;?ZY;GG1+0g}kxl8zmhjd>Zd565>kV$f=%<<#?=*+AT@ zz}VdN-uU`GJanDmWKB8w|B~V;h~>r6Plc14hk>BJlsC8?I4P3?;n%G#%)I<0)-PF*09iZ!iW? zc)4Z~Jao!Ts&6Tqxuuf@mAomgy^=|~q#~VA%Q+P#PCY3*BUknxYYhq=DeJeDaD02c z4U<>aRvD0asnuo_4hoD;XZnxvAEZ^)VS1IB9AN>l1U9auxrzaNA@Gx}t8HcMn#FAH zEpaIgEE$uEw!E%1*CtgYxiCzNqkqK>Avur5#~1} z%=dL+t~^h%tJ>Z>4-+{#E|QZ~Czf6bF^JIMH?tmlza=ab!IEyqatQIHQ}Xdix4_d@ zolH+*Q(m8A>#M^$0~|P|f$Rc|Rk|qZ+HP0^0IsFza0ioq2Sw3LgSli^v_z8 z*-wU_9A-lGxfXW7x~Xyg3cNH)8pvx$o};gaN5p25zI229{)rIJ3MslJ`nERU385UMeUND1O0|=js28XKRvcY~Z`nldHnZydeJ*;U@4Owy2yIl@0~Hc|CTXn!oMS&?L8TnPvu`kq>g$a(i#B%H-ytunRp z_{xN$4$1U94tB|i>Q+nucdLYx2egB@XX5Y=Mc^hN3?V41qTfR{5XQ$1FAD*||36Bi z7L5r(c@TiUOBH<9Wu1J3Wu)F)fH#{MhXqS8wI{4-yyjPcrYN#0A4_?f90`6+`oX^RoZ<(lk1-5~lpT38Nge```xOa!^(WqLM@^G0q!!UrIO` zsK*G`jM7kPdIP9a&rKsa%po&8i{0o3Tge8s^3Egt*EaFoDLwWNJ433`(sNyBELYEQ z>PbeUIQi4^W5L^YMxK(*j&^$CiYSkhWD5rVl9=<4q2si}b@oQvQ)8Hih%X<%F_*?t zhI)|je0@!7v$M?A8hv-vWA@mJg$>gQTmF-Ev@fMgRbIJqw=%^9#yB6Ps?#lGKK(B# zY}dets@NJ|X)b-S+b6o`A2>8Mk^mzv?djL@dyFQU842V7mL?+IOsIgYN1T6mg5Q(q zo?M!-7&}z6Um7lgSYKZ72@}J~7vGB6sC7{5FUW&$jWd!vRD(Y>yR%7Fc){$-32KVY z-3mX-BflmGdPN49D=V0-q&8sG7G#c6RW9Z3(j6A#c&IesT7`P)kVn>p8e=!lL0%1m7I7+1;En-*g zI&Ub1t92kb$~hsqB8BM2NbPFRil>d2k^}D52?O;XL!{v`lcE#bw>!sz3grcvfrP)g z{4BZ9t$izYInrv43YUM1OGX20cTZz_Mr@c>InU{eH~dfGPh5D>gRYhDSHzp&Xk{q~ zo9!U2=S3#W_`?(bRmb`RJU+ITsPGbi$B`AuLAu`(-ChqP(?5K0$9f>4YvwB)NlI!T z;x8ky!1$8ulBDz(=J;+5G{h95YowWTqsZ5r`0Zd@ON+BxNST|fVDQVeD@KC0jWl*SOFcA)7FkQgMvdn< zihS;FXDFxik^+V9Ie2ts3?SE=5F-mUCOMlf`(7L04n)+VbT&b`$x70-y zh7hFq$4`%Sx^)p}C>>lqki*yi<%aXQ7A=%dv5A9pq$x#GNg)9p1$_Q?wtFeayxj&? z+J7~$c2S_0fs{lg1-(bX>b)^e3PhSjDBH=2ffB-FcAI6o{4fzbtPJyh9ppm+6a4P7@!OKMz=oLIl@`I=yK=>ge4uIz)bnldj(z-W;C~ z6~AgHCp-XsT6|hkF0%>Tr6Q&jgR${G19z6lLLR^ z+Ec8l<-gtjpu5M4N*?##?U5v5@PDr5}~$>SEgjvHkI?dj~LY5eHpz^0UZCkRj!m)&JcmYg!TWMb#Rf7&JHc4HR10@ccQUH!Lk({RG+TsZH!kR zD^C87zKgdrj@PxGINp1n&U>nGh@aq6^2+?Fu1oM1)_n;d?R3Z*q+R#~y+5UBqgmDQ zHJ}dRk@=lPMI+0)mFWVk-2~Oq(P>>xk~sAk2Cj)xldTR z1TxUIvcVZi=ESNgD^DBTq5C^G@W+-Rjj#PzR1LtZ-t^-+JhG zW*H~%14{BNb-IcaX<41%N@`56#4SHYKVt+Is0QT~LLPx*gM(HLN43iR1*c=@U|nLf z;sDj(P*j-UDkNDQ6o9-!M=xZ~PqAv@&A}6pb@8s@n%C9Vy6Gbgqg-s+{So1x(q1=m zdx#B@2V^oID9$=l9H;+!^MB9k0N!zXLb~G1@&od1>3T~P;al}+xOm3bpd4GyCMS$EN|+>RWx$tGNe2M-?pGbi_hv^}1bJl>jixm`4Cfs*aC3{=DH<#x=m{ zs&c&*9ELnPC|3R;GCX9_*cLLrodmCQr~@v8RyQ-xhgte|$ygw5l{(FI(+qC$$quXa zR4l!U+f`gF;!Y!*SDcCMLvt^|cnVzV>fZP4=zvtE^vh<@AJ5&VYX?|LQ2UmQVJH23 z=(Sd}nJ)x$T}ZWnT|wXqr`_n2`3364x{267#Ks+ZwmJbafbX;rxDMwMxR1C=c@&1< zuXW6q=1iGa+~N$xtOW*l8BtCW{#VszfO)Xw6iSN5&RBw+K*~n^5N8UuC;A^SeC}mm z_FcSz0`?c6MS&pAtdWRMcU`=Zxkqe- zitiQ$Fk}J#!0-7;d6Qgu~P%2GoNY4q-Vg`g)bh{es@cv()FN zGej`yPg8p^sz?h}$}yGbCk1gs$}#u+vNu|qWmq>!}GD*oML> z)Bca86@M5wnUZokhUHPTc~wLnD$(s&r)Z-bLYjlVY7!hHSFt-X}{Be-2sZUIR@oS(lJ-R|z}Jc*^4 zSY$YXg3a-Dduiw0wWKAuN-26LCvXUmDi4$~_T;)@4)jh7TbW0An)>E060M#Hf^W>O zZ`Gi5n!uIsHH?zVt?4vmIuV-wvg_Nc>20C$wj|x3qQJz$i%r*bGX-wj0-KdRv#A$< zjp`e?`@jbIObd{F1!!qFCBSpi;1>FsM|Mm7?h(B9N1mtbRb-i$&FGdfAcdN^apVJE zHHvMHcFeEg_n%Nvz`BwWeJ)}De~#tcOc0qb9+i{Va;h9b=Bk2eLxC36X8U+ z61q&OR-ki4Drzm4#FYr0*um?#rbw4e+>9)=eMqXH{-2Q23^jM}0>k#;IEMJG0WdKeX(*`R&c~Pw{z>@gA)I zo%e$C6{jC-yzF}QJ=kl~`Zp7c#{mw+XcV2v68ol(U^cUOE4#fu7u3=tY2cMy4?r@V zvS2voRrEGUW_c$vb=Bbu@$nNW(gTtYK>Lp+1HY&sq%LCbuJ}bMi3Mwh{}5w10=So- zg~L9$Z8x6up&IhH~pfQ)X$1m&ikM4?WOnZKn*R3MBh|4N`4aSud5(>tVDsL-g z_$9;>D3I|Hk|cejDVefB_%Dqo>6 zJy~Z) z(q-t5F+6;9bhL9SiO?8c>fw6f+K6paVt1@kVPTisg~r|9w!fgXGUge9e3J5`E4pyI zktRRXk>P}U4z^N4f1Pm^o;jq8-{Vm=15&`AM@ET73B8 zrpljA(Ln?&eaU{o2y<;aiFug}-#V=@F+n}05x}%Y6e;;eoQgJMWgGshOTt)%N+r!?I)3QyuYGqO1j;>HbBhGqLXPa5Dp8V)zl)5WMY zt11eCifsdTBq*XAr0YsYCG9D_RmSWToFIag1=g0QELBhPeY4#L%uce+GS^v24!JiU zaP4Gn*nP7=^WB-4oi8U9yYH$(JXxv5S7lt?=SSWwzVhNe&s5r30s9BNYdO2_aV~9RioJG|FY{tts+PLySqVu)yiHO^=)^)z$6d*79=viM#K^ zU`?`gPpOb2ao$EfMA@bZ=J7agAhuA>a{4`#j(KpS01XE}wp~EF5I^WKdwW;Ip&*Kz zR=zLo_Rv$h66#qD^zp|jF(L$gq>p^1YaQM+J6vEcI1$8$^tXWvYU}jE?c33yfoSi4 zPOASxFnY~;=jMjZ@ce6GG%oq_tHYYWSKAypJ!Qcz5k(&j(zcjN7>6R}=l+GAVZ z4R-Fiz3;4|;>g`!BZo7kvIOatI4`_?YJQMX4*)k zeM$!xarJ$O{(*zP@IOL9cGmP$#mE3QCR}jSQP3i+jFczM4*7x&f5H$j=nbNO1w+1c zNW+ygu&ip5R(&5PQ6IaN*}8T-A{*oUT0ByJBenm*e+DVU%G_oxiR7Jup4` z=zlJNt!A7CbD#5IWT#e@!PGW(30@XA2QHW5E_284X_WaEFpWEc5Cmc;%}vYL?@pq2v^J=s$Cgjh#u2M6RdkzGA$|H zci{WtS|s>jnVz{alOwi&8QsWr zO^Q%OF%qcZrE-D8I>Uq&pbekI?0i-e?yhxTn~3>RRX(ODvQ+Il+1Fbobeb#Ew~j}U zATQQ|EnKZ{DX=QXo7`(o@v5C(_L8McWsfKu9xz5W$bu{-{?|nu)9n_D z=y&na6>pbh6noUr^YZV9DrOCiu{>%M4ys~QzCO`1#A0NqrGX$fzA}(svU^+M{hq1^jIVXb|)X zR$XGl2da+ft@_`1%W+2u@Tm(5n=%E-#c_T{Llpy47D??zOh=C-o=5Xu)`GNXICbUA zP)g+nPlAsjz`$%V-b;C;2eQKobE=)&>|zKDc@K`{ZNj5#yVJ*YPSj!W1pZa0SHA)$ zX0vyYOP{I6mWxk`kFI<75mkC)cvD81b4Xs}t<<`w!R;q2)ozCdr+g}3J5`4^PL*KO zU4XDG7T~&AAHYh}#$=M?Sn`|$eVo-uYGS+q?bosf>}lV4&6&^KoKg3U6gybDa^BA8 z0$lm_!^fHC;BC6lkN7F8&t0VZ5nOyGG65F_o!FeV}%P+pw^qR4fyw` z@WteCI2xZ}&E$5c~pcS)L;1c8si6^M%b5Q(gYZL=s% zPT@=)r1}hzgjk8)*lJ~ZF^fQ+#7Z>p(}HEf86Cn6pKxq;=y&%CI>*FzW#O_2^w~4} zo1+81_NH}(HAR}X3gyzj>#TeEq63wX>#|4~{ysacW;cZm7+h&B@I&9!b#dZ;6!@SY z7Om!<&ts{0BwWD=x5q=9Rn+_Y0ATXDTw(OL%Q_b{Rh+R3Y>NzDV}Ssw=G zIoNHXb5b2y3?0<_LWoKIAVwNj6%kz1=rpe5S&}Pz_+T*9r%>{9k-R=3PuB8Im9p2F zGs;yaMPZHdA{^bcXz24b-3{I)xgZ++HsZ1Otl_rb>0*$1mVfD4Y88P@lDyh1!pjb5SBz=B8S*ZswFz8+cK0Cgp<{ z=WiVXtElXHovv_-0rUyw-M9qsT%o_CB8vJp#i-aNB5s9ZZVC}aHMeg|6r^5O7 zCy@lsuByp`v&MMkJ=wLrsx|00g%6sI5z^|}pPY5q;@vtbr8|&iZrAd+8oZKOV&j*d z;Z0=d`@ZzCDD&QGy)G?Ns$6}VM48{W2{q1x!FPmC~`=zqL1U%2?<(@)3; z*wxU3e|~jQV2Wz5U(*z}9x=&tyjHtVidg|f(P@VRl#;0O41wg^p!=PNU9TE=3p4kd zfl^LE@@Iy?96A=Q(q=1?4W~Tc4s*;4ko#1d*|%%m`PA#(<3sC0+{!b~u9_&AJ%iQ+ z#VZ`J_p8w@&C_8G(;+9Kzq1$vlB|?*X*%`eLGK|*cdqd8)*LbEHpY2XB`4<sCQxas&j75QLbRsuW~ z)Pu|MjM0ioUxy1^@YB2AEJxp^?q8DfDb~aPt-Z621Wq!iz326V2w&#Gk&H@YF17XD;VGKz@wv>dee}~z1!Fxb-R(ony&IV{ z`q+qysYf|}V3nZ@4(MRCCT9Ccks8fO7e>Gmf&v za|QQ&{kHnopZwNo{5i=P1+=b*%t2Y_C5Ekyo=F7Ja#fl$c=fZcPbwV< zjj&1UTTm!CAY1o=Wfa9%dW|!Uw0lzin05H(C@K&|+sgPLBWimNK`XxcA^`?&F3hvk zCXq^~$(HBObE)Q#Ez}x^WNgXicXaX__c>dEMNJ;ek9n*iG(bCm|aW!>w}B~Uwz z;+%E6Xd;fV^{^ifNa{kKDT-KxG@>4q6i~gaDZUsud6MsuN?!Po4|~cWx=~KCJ7-9i z5!7Er2%SQs!Bz$!{oXE(%kt~a<@+BSC$<)}i&#BlrM8pra+Y**2+Mvn_7vP@tOt== zew2#6G)fnr)Uz&ynmh8qMt1v9-Bt|kO41!d7<*a`|H`xLq3^y8b3e))x_LGcL1Wla@}JFG73SD5K!oGU zljTeS9jAO}+PB4*C}ruLnK4?fpC^JSSX1H{Ts*w+a^Hyipi8J0A-(TAabJbOd$PG* zodv9@l0M0Z&7E<|p(kjVX0WgY=%;w@qx1~kOzyfyPv2Rs9Wa#dtQl1$**rEnD~Q5? zOO>+iEqTRZz_jEe=Ytk83`r#s^XkA?z$kNbsvq&=T_qW8h}*d?F6Kq@Wr{`$7n$3M zYYA>opU|$0A@XE5^eonL;xTKZ+v`f_xfSWL20NrY{|aVc=78m1!HeY$$(aDAl9)h^JzDY z?WP+@L&BA?PFG;^W-mXt!5P(t-aaygly6Y`*{%wtfzCUpFYp(;lVk^?rgKMg;j|1( zRLIew8fyK#-gKYUySqbOd+DR12gOr9p?grCS3aC6BA#E81oP9W8CM95*N~7)wYxgJ zZU!oLY|k!ZVguc$K&xzVQ*D4TH9En=oe^*_mRg)WX8fnR-+fbVRt%Mzi^q^sS(UrR zM;mf#1Q*8LTAYbYj{n|ghTe;H%2qFY+IZPkh>~ypoA->7(W@&=J|WS?{cn6Zs$}u< zA+r-*zZYoK1ZjXyS$_)94!pH*zotnaiBenk>{S@4n6X~XmtmE#Rhw}N;Du8KY&dX z>$W4+-CeI`a@|HO3&XT@PKOH!NJ{tlA4|j0DX?)!p_}&VZ-uGmp}j^>ax&hH58Ifz z$mBCY?M?lt@ST#`LNo2Mo{h@DTvnI7zza~tBNSpLX!Qc9oUq;PNS=(==TK?7q$J3d z(;7}ED1>@t|1JfBA5U1)hYebs)n6ccA=5A|P(~V9Rw3E+R*B;^{fxY#2#`L_A+sT& zXW?sRZn)s+x7m4l=@Vf{b|s+ZN_OM48W@ndk=1fsrKP0_b<+4?E<5ys*0Z9)5J|XD zw3&I*l2*_=4UQ(MT@#q@g+bF?^P}zcKNRD!B_?sTTekvo%&YU#UGyllzt|%{JT~Mo zhgbuzT{>;1;C=I^4GFVQOMcB(5s-wWXvSZ@1>C}-pWV&Q&Q~|N&~tvM!oFgg;hKwb zj(cH16Hioh^v!7P!OJkNv(oN!Y@io*rhfs{2V^ZJ>uEt1htSjZd zY)05`8d&7w!1o+8RP~Zs*=J#8)erRYH+3el zE4o+h!tbVwq2VghjuV`d&^fzctuS5A#|{Nz;Wn_^Rqr;NjqSa*G{jtj( z;7d;8oT1M4c|<8a_`ZasUZRkna3C@HgLg+ctSQdF+N+&RgOtXEI_SR(a!s>6INf(f z(kn+9cMw-65`@-QwoW>E*?_*8Eyj?{QTU;%<6O+!EgAtrh$K{3{We@L?b2CfCD{}q zc%v4^?Quj2e?F18j|;~|rAFvKc%bY3hdj@IwTYn8vV`W7x3Y(TkqS`eDV0iHd?I9% zCgeLx?bMoV1QK4?3)lzi8r?YoZAR8w=j)s2#iBh<9IYZaEzS%b?#JBIJa1>VLk=$o zp)q}I7S0D;89$G)K{elQAhFkw(_cW58s#FQ))hKNfg-&H{SM{WRVe_aqfqsNS24xG z4FFsEA0bRKB%NjJ*J!1eO6R5l?Lo<&k`*c*x|gaqY)~SrlP0wyxNRyZM!LcWUp3o0 zq33cs9};vxz_QB@A%%8nExs=y$l|=g+i{PLeWToeIle z%bG_8tTrOyo{eZ?rSfNs(k@I ze%rnZZW51GfSE>Z#*c(pZ5~A5+<&^iNZu2!U|@xGMtJw+HX;L1>>XV%$z*zJM}hax zExtp9DurW(c|(d@>vtmM0;j=k_iq>9G?_#t5kZ0UBH?-a3s=Zbc?*J@JHCRw%|Fkg zy12N21m@@2*2vbGwHM%Pn-9AHv*B-Ud0Sf#9egV8tyv;t=xOkj;Xa3u7Xp;6@xUE9 zlYQcg3vXAKOO38`mPqZy0EcTEM{l9pAv16v6ILlh_2GuEMvc#GV(OT+Tyj7jxM-lO zt*it0iT>@~PGdVl(6E4M%i{=Xj#%mx97-6G6~DCV2D$+Zq6o0#+w$eSk}5Jz4%oY;i-Qks>WU71XQlje=gujNVJ zv|-+V9k=J9)u}fl`dh-i~lU4O7M#DAzCwr|R zSwDpK2-w}FG25b9&jf`*zfOi z>Z^ZCz)cVR!I4-DGQTbJ`XU`p%bq z$6g1z`77qO2p{^W)zPZn1h@EV5I+px%-2ZWh0&jrNdVO85YP`^C zlW~|KV^0UfZ+$=!me!ek{yO{71HY0;<;`A8p^U;HL?!cX0i1cuj&*O2X zwHt5aWtJhWl_sW3wVND%ylEuCoXCjqSnKgc@VA~5eI3<2HEQQMIm&)=##^Urg2h|4 zZIJ6a=ed1obb)eD1jJjO0AmvDUJDG3nt8T5$b}9(TZW!h&=0 zU2(une;Gm0MpIR>BUjtf_h74a)nf9(YYsQf2q|FRD<#8kDh=3e7wcR7H`=;bGNE)FRT$c(YLuSL#4&Gr z`-qk5EvR>&Fa7aPn7ftbQbW03-5omb&0Xe}n%=KI;w#({I_M^2r3SprT_G6~4`b@q z$yVrlAKzvd>^SYwiO*xJtU@scr=3+l)#Iw5(0|bzeYIG@uZh3tg7=|4+~;05`rZ+> zG!qSO$xgd`IXK?>nZczCK`$^}GUoI0tr9cRB5{|Y6ta`T#% zBKeAy`pl_&5$Yt370(EM#p#qva+ZKB|JNQL?rVgpHygpX5%MS?TI@r}8WS{(OF&Z^ zNyAt)rDlV&qvNNm0jk5bmqLO#iB1W1I!@&_hF9U(H)M^LMXB|N%p#9(q8EIjwx;$s zY)M}LS{#;-{W4ym>++GqH=elYl0|@w4=$|2b-nDu_~>}YqgGtcVSGEGSEdewO4A#* zi^J-!B{GSHV-v8)9T{@2j!VX|@5(A4d!Q5^Bl$E5Zwz29_3Qt#zqtZRZsdK)X3rA3 zU!H`O@AGyd$`Z$#6&Jg%`4C)3aSaz;F;m1d_u?jdXFkRO#_gwF&aLQ^!f4=M++NC+ z|Mwvi#YXdhGP8pj=Z~hCN^@l^(rNih9d5MZmvn7XVi86}FX|A+mp`cl64`;9fj%=Di2 zUjKcSniHuq+v{n$3ld6nPUO!Jp#a3zjhqJW3$ac1&O#cYb-gP`XH^=UTMrE6HA`yw znAa^J)B~iu;*;qlIRYjfLc|ZcY}dC|4K+E2f))e#{7Cqi*xYpDlx{B;?i1)cHuS+x zDn2YGP(>gNs5$>1b?+V3RND0ok2;Eqiim;=1QEqSKtMoRASxg#O$C(}kfMMnMQUiV z2c(M>sR9Cm6p>yt(wlVYMQZ4whmiJOC+N&QzapRbOLD_sVcKP|?W=QF(x{1-RPF1=Hm6JjDu8>}3W67cbx9#bfsy z!Xx)G%z$k!8+?FmrKvkr!JWGljeTol&vjNrp+~?W6;Dor1LE1pn-GFS=ctZqjvXq zp5yTPjR|F^8B0SY2$Z(3Eplo%zxEDb%=+sL6P1PG&72~&QpsdBU!Il8==%7@k4Cf$ z(>CWMO!bm76Z_Jf3`4gAtRs$(g&;X{N`CgT@nE%$)soq~PgmCXXJPRiW3Dn(dS0KU z2JE6-zu2MIM?unhZDcgF&KzcY(9A3FX-0B0)mb&h5QQ-B$Y~tO9|ljg+4&xoW%BUe%7*bKg{FnJrD$P<3?~EtDQguuDsU*s@!;M$Ri7Q)#^T&7xrZi8Ul76 zVXjrXy*OXZ<;@>6=;+7cHlq%5gb5upqp`QTGw+~x1ZKZvS6Kj*oOK;6-eMx&`Kmcga8>?Z zN)iua4>yB4gR(knRPT&Kg3H+L7iW`Q%4cdLma`P&CBS<=3{?a^Asxu<0qm<_`){9} zEGo3;JO&}HsN}FauCL0s=~S>o>Up2ho+O?^osNRi&!j$P+b9(~1+D>xbldpY6Xc=x ziU6a?#R&Ky8!gXweCeq{?{Hy0MS`kN94*@0se` zgmdgK*fX0S4Dh0+e8&utdVtI-_vaxf4uGZ(73piW%5S27Na#*U68$M#DMsiySqjqbBm2 zd@B#xoa}X%KCK8leO*FV%;r7E)UNLjO?+?Y9>}|JXR|-%*;0kBL`#-_VxepY+v2ci zHc6d_Y5198OGAm-3F9dn8>5WnoN>Ut;7Z*39%fWMh?ZAj<-J({8((`ifk=D^-?az0 zM1>ANgg=HWP`H`E1NjF(3fcs2rfi@+3sQfg)QQ08p|s{x{dsmJx?&LrkX$|CS4xGL zys+JkQkIiXC|g1>(XUiqVkWlH9e_|Yn9l@MuJ7`uF3fr5_NzJ$P(+;xSek;6s~>u$ zESD=@h5V$_0Z6=UcJ!ZDAkeze5=kQ_E z9MAdtebgumn3Q^r~}e+trG`SsRNzXPWH&K6{@gHEcednZ_mF8`hPvmB6ae zm9zbGe&H45^z@?C<93dBetv!8mA<#5ZBlA{52Q6Ftm$58niMMs`=noA!5lGiWyhW1 z%x@?^SO;EkeJQC@gShgjA*_5@#c%%pCEGi+-Qb5ZjLXcIsRety=KG&q^QPUAy5YEJ zjg#LK`Rz*0>hZ9;PA3n8*r~>NMVQ=tBGW_}6D?AWf~UpP$Tz87jkFjnnsBK*;sjSu zu%RW+(8x5(hkpkp_xME_>_cU^oM(h`b^{7-2iwfvU~4p+{f1)YE%a`o;yRzi;jfEy zkX`KCHsWoo#H>j(nZiDrO^}#Rl3hL01~MY=y6=mL$1A=g`*NJr z>cHHYZm@SJD3?`O6&kB#B5Y4BbD?1NQ#N}(lNC#B5iAb3qv!RXyxweZMIH)2Y^8_z z(0`H7o5d>0!uXnzgip3Uw_!9mUuCE}I2Pj6yNvTX-lrj4 zAx-Tfgf`e#e~@L${P?jv`;GA+{KS|(V>hi*tRw0ieU>|Xc4odiWFdBI8`m=U*QS|l z{FnD3p=^Rn(_MiJ3k&7Fp|ugFJigl_KJclyeROFaVOXoGDNA-CX)Jn%O6tw&gof#F zS5)N2`$;yZXl-P0NCL^HMf4F~u9;BuK{(26uNoL}*sE3~ z)zeki6o|=m4^jsW)Tm)ugSu9S^3u*NiXb)$IHnJ0bD24F7RsOQhlD234JHYy%$rS z2xr6zPe@y(vR!u41E20+k0Ia!fJTPz?yb>EJNhi4%B8E5!LK6fzBi$|$@TDRlB9{|3q^Rh`knR<4rE123#`G1xNULx5u=9%`4)(R^XQKfi5(9G)0t z|9az-$E*OpB)!|KWPd_T1-A}4nB-Ds%zB^H?Vv-R+-vGRk;krwl60^zFcsrVPwEd> z-a19PGBa#hHQ3T_lfXFeVR%JEoWa(-ej9P~^_#yy7Vlc0ZQsEva2~~2wwz>&CZ!{q z83#y*ib(@pEj^79AOs&bTZoH%UO&UDd_Zv1~7TH z{>8m7KZris@Z1##W5@IU#(Hrfl{fqYTnb+OS!VSKq3{TTQFQ=DU^ioXS8nPI7)R`% z9p%FLNG==rPriVTTj&;|4-in%0v>$TUl#oN-U{`vZI@kKyDIJcipVMJFmNHPy$;J; zM-Y`{0ZNvjXRZlbzSmh5+nGb(iclLY-3>fx>uA&ACVi5Av9l+t`FvxPET51N&~ol@ zy%Q#rU^mEROgeBHUTQZ%${0W~$z$R7R<)y8qE|oPJ82g5bhmnb?z}TP#OUVp(bsl1 z*SCaKaL47Zc!Q#3O;OHyTHb5+aLV9AyEn}@n(vRkxw>p3Ys!;n=@V^kyhUO>e!wYC z1;wR6i^AL_`ff7a4DKYe5`SMJ`d%Apan#p-q;5|f&%>Sp~=w7_n@$MEEmXJs1L^Ao`arYay51B?QF z>fBUaHZ`74lfLAa{yvVG%_(=!BIg;hrf8oa|vv zxRm=ej>OeKL>9qc{Z=SjrEew07DYzBKpvt8w}4ae&$Vd@V8>9wj*Bo@B159Vg)Pob zxyv!!aSqLcSmNlQc8%(28&z>r+0H8Vi=eJ@PQsFcnyu+!g#Z?HKY_ z3-n0F0H|yozkq5x7@dAS!j#yWc49XE_TFca8<+6Vi3RJCUMG~~a+L719;t$?$s1l_ z>I(11s#t?8EnJwH>7Sq1x2jC<<==%rT!Am)?{Akrd;pKyj4~z)Qw&b9J}H!26p*B0@UjU706FM?nU|ju#pHrD9`~d!HSh#m9v_k8oqe zVed763}n_>s@lH0C}qZGUn}qqx*Tsa?b*Q_qV^~nU9}t*4)K% zW)Eyk~L$3e;B!2iuUy%%Hp+UiJieuV+==#~MTkCI&y-_kE+wQaog(6^tFi0`50 zQE}bDBU9ZZvfhSxUl|zTqNDcp3|KqG^&rOwazCt{^9t@ps23tsf~^M1Y8-XNa8h2| zkcKqai@uUoRYFN^$x#CZdU^^S5m-O+0FF4x`wObN#aeJiZb6Q+h$aV7*KUp(jC1w7 zd$;4(IXGg#m3XD=p~r@9UT=Is~g|+vY9^~@xV~1r{AKoWp*>C8GC=akT z9#)CtxiUlI@8SNhZ!hn06m?F1t;#Vv4y)@Xj&xhTu(syr*TQI3tWH~PY;5&0oH)pJ zRlD;fQ@nU;xdJ<59#fzlg{T-yak=&>#0a@0m2W`-zH?vuqm^EYh@XBRiZC5EoXi7% z8Af8M+Qe?dolNzK-I%_s@vXDj?-tl+x3>~8Jp1#@WqofC4#mxi6d{gsmE{_o5m8X? z_iZZWVI48t_phzeFDNHYS%LvX1ojB)xldA#Nh zBgy2xZ|cgm4ljJ}xy#;<{dDb&@Q85&;#TvA+P%+8iDJES!G#BLG`aJ)C9;YiR?~YP zP#69JntnTGq$$)8rl#ko`=|WDw!GNoTv@er$|8Ouq17IiGh|1|cE1$qdcW$GG$Zm8 zj?LOL(zRwp?}a^8P2RTx)-!OfI>Tf^xT0W14#D*jUSC_guj8@rv&D!|7eNSv`_9V! z6N4+cnXYf7pVgFUs$N@H$6_03Sv3FF^=cJq_S1u=DVW}Bm|IWHcBI}dF1EXUC+255 zb!PQUY^o!@dgD7+pDM=p^yr^85rc{-fcCasaVgF=6@v^k1|N?f8@m9k&X2R*DgX+E zzO@aS-1d6F$#B^fCfWrwX~1s+OIyP)rK5@d)Bze?k+z7XsnVz+h}LLYeU`B+AKk-k z5~iNkCAo0QGV4U06xN#bYor@r`|b0%7@C*N@8q^G5|UQd{O@_Q0j%K)H{xUoKjZd% zk=NHY>fmsXitl{BDII08Na0!R`eLLF2kWmVvm7P?_r<-l8>(47Gj zL)EsOsoHuSqvByB=e#t2?)K;bHKmUUTEq3)Y77tTRquBj>ta7frny^aY5sC*Z8R~- zQvGRgiA)obqAbMPZ0{%00&tYK@#wtz08D0DxI&M^>>E`k*QhkO$T8;>TXMRbs)1`p zlfH!i4Y=+ghYYRX=wuITjFcl=OW2d$4Q{CVlFWydDN{mV)&VMkzWfUUtDV=Y zFw!(Nl{mOS!j}Om%nk37)Oo?axbCU3Zbbyoq|RszPqz{2(4JvdxdG~vQ%T44A8V-; zB;I;qPtL@PMBX`0s3OAg&w?bab|nJ|f@!)mYh{ z(x?yY`oZ}qBJEX7|z1h(7ga9L?p2V%9Bi=4*eB}lU z_A_qoA{(EDZ$<`96P|I1IGKA=D5M*`?^+HatVd()2Cdo~d9s!$+Yh+$sl;5A3(6`7 zd1IzjuNs03-QyPz(S_eSYS6eA)Z9XaZdOV|8O-nd@Hs?1OKK=}nZJb8c)-0O#6WIg zxV)zN*i=z=vwz3A@qI3O1`LKqN`@`={W?Mb{Rc4br%j-PR@~yRT*CK6pcu zE*%Osys}{3k{aB~sg)x-J*&Oy{*;yciRym(yaqnQZ0H8Dbf7-EyQ<5gDs7L3wE4+9p71oYSa~*aPYe89;&mNv3F!xOZqv(Xlqefu&ryWsHKuoSsbfsaYyWHMCQBc z3q(0M{Yd)TwcDWuTLJUSsklwDZ?)2_b;D}z$KVFM@kgh3{?w~UFvxH57a9^yx)8LM znw>WisyJ%EsIe@+LTKGCkDyO1&``7vfv@+4$Cz+HgyIxJ9gIf2 zr4bMY@m7j*>VA|mFFV41>_u{fmF)Tq9dtZxD<|XkCnO<%W!Hb{Sl!a~i_445VoV#O zUWJ657)!|1b`|5@6Yi(jEl6>SR)9H5&&YXIrrQ%_M$*b!_Pen2%4fojR>{y^mEEE1 zav@XFB#(Mr_q>s%*ze0iT0J-GeJ17@?p$$+1bkDqJnOSR$U$r@fr`IcVB2)wd3+h0 zh@dfeDNG!+<^@*{Gsd_BAdp$#eHZ^kATjV=7hwAElhMIN2Ldsw*pJ+>Y{ZKhj(vWbqA&3Q#Q9`PVo zaX4-FRi`&DJ>cmxtH}t3kGSpX;ivHq+`hW#xm_H7r<=QA9F2Fy9DvP~8>G2Dx}N=a>D< zO511U)mLqDkD${L2NRNY&uf1CGPbrNV&n3gGh8G0gbGV;jfHwu@)mo|Jnrxd$PV4( z{Dh8c#NAt1j(E8i$r{Sxg$5 zn!R`pt#oU6I1L^_`>1GZ@BwW(b3Ve(bd|*u!5Zj_{#@Stc-@3p%79gX__63ah#7~i zY9(c{p1NgX^J~IEV3u0K>uS2k0m%HE*BIR5>cs9@eDqVkfsA+4?;oTTr^sDV2dJgl zlD(Ve$Gd3G>%GE22{192@7LF9Q17+v#_aoS3xpOB2dt8-?jJq^I(Yt-_A8@%ikESV zLj4i^;Hn4XlM<36<-xIV>zNyMSQqd;zbtBpx}&r%8Wb%vJC7|BCZcJ>=}QJ^lEm8A zzL1F|2FK z&V^@%Dx3ceqXNRDq1RB64yL%B`W(ss$%d%a}TctA(!eCc#_P1KcQz%wTx!6mq1h|TtWu4)gM^U=p#1nbd)C|KclF8I( zvi;=tnah&Fhbp~>j7o;(s1NsuSETy|tV1fCvAhE|4a51&1Ge{->8<3c4Lh{Ku3C93 zKlze_t#hIL`%Edlu`M${x*moV@L0R;*Ut#O>HfIyB;UNKPgq(?{2-gtROXPc&&wae zCW0$2{81xbwPkvDrN~z`SF;az!T8#x8f#eG=l!NU)YMm{{67B&Y~l}TY+kxP-t)g1 zZCmxj+&N=zpFpCp)o_P+$m%H1QCqt z*n{B1h#{VTyn+>(VGH=Ci@D-bv;rE0P3xkWvo15-OpW@mQ*x6#%es|H+g$4@sL5hh z)!vf^d3DE*`~w{X1fv{f&|o4REej3QT&-wY5ZV`q9jXj|4nB{;Z@LSamDMxqO{q5c z-(}Bq*K|7T>9HA3-A~lU+3j9Cc00wZ$!(8_cIS!|@f$({v|V2TZV&Vqzjt2t7F2|W zD4;xf@eL4!kZ!1>S-J;)O^T}y`Nq@WqWf37e1)&O3aSKJ;SUe_(@BLO(7S&NaIc_O zxg>~OYC5{D=TB)axR?H4*Ie9pyf-BnK9S7A)*36pBZe;lOCFmq6wGG4zB-0B zNq0eFZmb~jUH0(P#WQgy`=yGIj3bm)a8*C4lG-A9qQnA$8g|q!N zRq6^CSD}SBXPw-zRv;(8UbO0RuDA7D2h*zmrN)Bc=G%j`&ks^&#|9fP8~{#%geZT` z`3dT<0+ZGcL-S$|Dnp$u*TR}LFNH)3aq@`N&%o{e6X(feiYvVzYOrz~7OetH(84sx zfBp2G3z*+}y(I7C=!Gq=RQiH~ZCB9rb&$VAe_ulIZRI1|?l+5b)6#(RkX2CjRW$2g zWDV*+g04jb4l;VW+FV+*E7-RB_^>q7C}`xq<~c-q5bKvwdyTB|AMf7MHtL0vBFj9kCC%sO%N zbC_c&oXk=@SL`E}%0?r@W@x2)VKM~$wK6^|T<@#Q1tYB~V8m;`I&!UU(JJaj`)$An z{#;pBg9YE)p|M!VoZMr2b>a;1Jd$?{#L^squHg1#bcr%VEl5614(?YMLYI@++nYWk z&`+on=)Cw@!~`wE>E#(5YAS7!lVxwd;1W4}9{CjcvyzU+JNL{hQ~{0191|A(0Y2gt zfb{ypF!|0*{)|saTJGf=Gq~oU^)ZFi=>z|G13*$Ky*FE>!FPTWb40(M^3B@dyOd5{ z)gbz$f^`yQG?7B^X1X@+O75=Vu>g-o!%h;pDtE402dpr>2c`s-GrRd==VEM$roo;! zTff}wX!c+vTLhE9^b8T*8$J!zwMbS$S>~8Si0$$)hjaf5?WZnScd)3pwyGx%>FWf~ zq~bXp1rU=*aet)rl;l;F3e$TeZs1}hhtw(6|%nH({^?6`MtyTNUNZfUIXP( ziCz1_UF|xn$ZiX@u@xnU3s;^%)P5s+I)MtHiVv<<;@78}bkTA&n{Wn?e33|tm3pv$ z?nyFKLlcx#2HIbMz9gc!GxZWkk?uHk9^aJ-mx&>f!}J%0#q$cxeaddnfZobAO+PY{$SA-J0N%o%gdgr$WMcERR0A5DuX;Q z_+~;$NcEZIDZx}AVA=4Y1HTPu0@_@AgD_zD+W#Ui*H7PQp#S6nHZu45+eoMN5X|3z zCF;9y19%eJRL>eKlbZamZq>ZvUk%7@OcpF+$A%>+<``35$-aa!N8}|f${WQeN@E($ zK+{7`aADU#1253b!VlgXq#}Y8CN#i5cPQwC$)dbszewFCTdcC_?in@72`CkI64M{+n4{HjT7p>mRKZHL(}6sqU+ z*Bc}PfjvIYu#itKi{BY-Q{_h9#CdnYQvFzk^Z*4-{=|KEfm1@j!5^QWa~zt75Ntmw z$h<$wjkn61%MO)PF`;@fpPU&QzAXFCQRvrWOn$9TTGb_D?H*Z&t6DO0Qpfjmc8PmC zaLJr6)auUODIRPk!Z*HCg5XGf?Pp%hq_l*>;{M?8-6syN^Y^8Vw7k^VRu*>~KX&zX zMg~wtk`T!QJ%sy=m9L_K90Ke(rIS4%69)LL=;MwmhwfTZ@?JqHUazueXzwe;nDh97{yeOE%Q|1iB(c+6@!poAumt1nfiM<*mkuh;?%Yo#5Dlc`ktK48`;>c(m< z*{>Zx;L6vo7#&#HPRskB>ia`~V@mA3-`v8&th11FAP5NfY|$2nTJ8TUOMOlq4UG8B zSSr^V$#EdYv40-&EiJYS5;%veSS$$97hsi+(-jru$j8lU7r5KU4x%Dk#m56*eP`T1 z;$9g6<3u!MM*NXr>PiS4vi30G9o1p_H=@*o3I*2cm-Y&}i=MCR_q);u^9nA()s`g< z>~1B892FbwSuYuRX%Mde&yoR_Bwlvh^U}!OnK8G*x`3pEeXCZIC-TN79D>HC%z?09-rYc`O}=y=XwA9&w5rMvy35au_A(9JdEj01 zO8QskVLa#S#xxMy^Xi~XxGS&Mb=9!xi^;XMC%XgYLT5a$cV?91x({WvNm;xlU-6in zoSYe8@l%Gqw=%Q)_4W@)<%4AlABtjIm}{s#Csd=(_Z2!yNLS{Hi#6P18SYt?-zuJM zf1yeXwq|Ae_?-MQ{@E`-NUQ1 zhKXrgI`6^Tc+$^HkT#>BKsjeOT60c}R;Z|1@Ff=T zz0KKvXCS88`!r2vSdGQ2Gow^}f4FTfr%dNwuEN~V+MGz_J=OE~RwB2G-9aMm=Gnh3 z=zP2%B_ivvLgYASv8S!7YWA>k)yGE3c9W`|9i|!-K^~5zzAh24Ymc{$+vDIsCGnC{ zny5(SLOoh0bFO4wv&8L9ChxpttFfzYOGFo1{@Il6bf>jWF*dEti2UgQUnM$|<9#72 zZ;>0*;7fNtC_APxGs-!9nU9$WrX$$~vGRobiSaCIxp>2q&+{WOo*JwAD@#jG9mg8>EVR1BKZ^cG>vFx!$P0cPq_$I%_38m$Y1s z5tBCVxn{V*UYwqJwaA@?NW(DKo1KRY3dWbW2OSbiZu<*E+(Z`|HbF~I=*cuZAlpq9 zxB;RQtEhu?wnc5{@Z&2L(Mvmj5h?X*ZA?uh+mUiwT3T-(~(+Cw@`89zUTnZFu% zJ>z`@Np|QAcq)nxP{QfA`9LUt%p+9RYHFxt#9{>wYWHNr(J(VgeYRLljp+mC%kb5<3ws9c1p*d7X__al+@~7^Rr7mdugMqgIxglICGzL{h@)rvhukxS zRzTT7ZaUHnpq8A?QKBE2EvQb+bMKRH9&g@3JJ@=8KxBvHgU_Uew~_o^-L4sCwj=se z_>y!jhBy4=2qCQNNR?+`z@_%%@I-}66Wb9I`=*YlO#h}*(4af@Y#$8j`8MVV#9i)9 zys2Spd1)MM8)GtyKQDGio-1sz&^3`HtoL9O66+@8L+QPxByd4y&olMO@Y=~O_G)a; zmnQ6Xr*t>Q@iRcLU(WG!ABLasCCfJ@2=v&l)UZOPo71TYwVcjVjW~m%*IPeEa0P0Y zm~Oj1GZK&u%@cGUz{w;vg6q~9pgBIUw1h#&W2x7NuCLutkpA}p`$sZ?n63qDa>v@$ z#T||u=6!+rV$N<>$>x0|>vqu<;y^(_m;w7xb$OT)koM|&Tu$pK`~R1nyM@x}eaSzz zEwu6R642CZW-r|>Si9@zv$RZt0e;E(iN5nJeth!YMCik6h~R&9A@a_d4LU>UEw!ij zo{}%Qa(d>(mUp+@xDFR)3kgaN&AR20B}VN=Nl(oB4UwRc0n?k~g}h5~sbU}QqLCJa z*Whvw+IGMT>_+8grAKFZq!0;ZxO9}=#EW8a&3t()3X$w3VN3sW+9io$$qsv%7h@kC zSRwjZ)v(xZsXy_sq0B^2sgcqF=yiWW;jFA?!?q0$;U+y)=z)oIUIP!5f=?fC9KG^M znlN;!OoOOKh+zwNz$(V;jxyfog`9%_Xq}LSeAC}p+ zVFMkLztD6Ns0s8|pDTWGu}!)qKRs0At@Hql^l6fMPUW$upCK{3{`H&(o0OKk&=hvc zjFl%@ws@}WzGg?yH;Fc+D2@sIAN0@4H-|xWACK*wwNsNI;4EbuV$=mEFDd)#w#~Kb z0oO5Y=o0Wio10JRdt@`|Y8I%LRNs*f8)YuT(W4cL`@2Pfb)alnsB7Q8^%B=z0ytm{ zLikDdREq3&1=t;cgaW?glF6^n8iD{v37Nk)u30-4KHxtrzMIFP+Q^nqU*xRBAGZPm z;$`74a=}yHyphxog&i@pp_-@2t~S?Fz;tT?I?(lz>Xv^_sx1Oc(0p^VHB!A_x$a|e zPXbVQLo{^S+qwoq`qt?EKVvP*vhWoYEEEhME7}`dH)h)Wn8#4Z;dBn#@aT0y#ftQj z=#0`9Gh+J5clTTrihfU62mk-2^#zbm^}F;YTiO~oWw=niWekpAIb1-*Sv4UjjgT~A zuLtL*4Mx4rYbc~ z+Cu0Zu;8*MNOFM3-G_GffepRGh89(=rxrk1AzgwDtUvj*%f}hgl|4d;MjOi+L=9jL zzyvtT8l}FB_#Bt)V%zP_7rCqgyWSfq|M^7kfcCM=#+Q$;W6Ti74IUf%CNZGNvJd>U zFlSqGa6^QktUd&D+yKvZ;EB7T0CEqxsx_UU>rjWS~U!U-Jf8TRJfkI*N z|M)H7QkF+kJ=IDm`};Iehjxz-_Vt5PQAfGZFX9cF95T?VYKUKX(T@MB^1txUzvMGP zkHK}w4)+wyDS`Q#?hJLG`o-1?4l3%dU0E!gEf`8)ifi66Z{pn-D$kP6l=KWzsj`Z7 zaAkK;y18;ap|vBxd9R!^;*}3VRt6~kKA_n0b^H5t^QX#=N9v=T8l()~o}eySE#YZI zp(T)!0aX8^R^y`*1Bqy=AMK4F^^4G+PhG$KjNx4l7(ueQ_E@i+j#z&0dJ@ZX;Rebbq9VKPj} z7eJ>22_Kv>{U{9Tb(FI;`-fErxhBp11u<;=r?(#r)Ppi_1o0|$3$KAU=z+Znt*J>Tf5>9FIbda3Zgz*hU4OAa|4U<|8PJUYjHwX3t;(W z)DEAvHQ03(%GsDKXfXWp$oXWCod4xCruR=9vDWgwK)nJ0Xe9tZ@B0Qole|#PzrS$H zc9>y+Zoz0;r|K4fMBgIzA5QL!$)&ndhtJ?ZTLu7VO^s1H7W?}`R^D;-`rX3OTajw8 z3%3p5!(X*$4YAz^5CBh;5J-YHNHq9Evfo3_&uS1m&Kb zPfr)-Lh6iaT-p@J4bFFQA7_|P=F7d^Cr2yY-34Lf4-kyUpe3#<&l`))c%YU(A=Ah} z^*z|%1GSCD5*cvlyE?)RjS9Meglm20PhkEXz%KOG3~2#ALLj#hoA(UbGkNO_QXO`o zqMMQ!fT8-z5^$keixshv-l;{j9Zk}fMR09YkndEN%^OT9 zeLitijNr(fOPZr>SN&kcUYsKVIFdyzw>Q4Exk_e3%iKY8M7I0YthRBFu9Hx9$Nf@4 z_j}rP)>vWzP#@r}Jupz6f=Ce1dm$`Y=>J=qf8_?)gSRe@sW-L&fcmbw%;d;#RLh4( zv@4?@=%TmOCn(RNswMl}QVp)1Fz7wlbcPcxC-ohDz~RM4w5BsO;FeQ5A$y$MQO4AI8Q07siRS(!JP zLKOunXm$80R7y!q^Mqwewy~#Q$fXQB zoOGbkYfX$@)#;=?6YKMT_*JAl07?=UUR+LO{K6G3hI%od(O>MMp?V(~t|dRLlE~Aw z)cGo@wY&VUpve)9mQRyxxSrgZk0ZR9 z6x?d}g}rRtw(3-TYOdwo4x4E0HcT)_?)ajW-nkCg-8WOP@Co5R(ha0vwsUy*^=oGk z2M#I4>k5Xss52u;X2uMaM;%h;SSrSP?^o@M#uZm+=FChRO;nrS^c1`pz}9MP8r{g8 zHFnm`bvjMNL4f3Ktm=?r?RMtN!0E>~61gkWJD>}i0azI|&X#~F74OeQZkpkp--8ei z-xnznG;f&3#*{8gIoy*>?KkK!%!u9n;Cl*!PSA5L-Y?vJ;A$Su_-cHUldC&>#89Oz zyH;K)%k5y0d0F1G#$4JPh5=Zh162({?K(01a+VK3CbVf66`a(qM){yW@B`O#K|*Pe zpEnv|pcMj~i*3M$4pb};8^155TPG{%{|P&I6+n3SSy9O$<>Dk#e)ROfCKjs(2PNNb zLYdw*G_(B_clxr1otwd3Im2deSuiaXlP^s)d=EW=x{N=eR=}cYN+8o0g}YI?l|dM} z*Q`^k7A|^v0&2fkIBr?1Fd)0V)ne<|eNbq7;QCo(^kZ=)$RB!M*qc@skJoOfc&gnv zqT$Dg=)!Jc<**UDSWiTH1V?%|RbL0M9F>SoH%D-Mt*%SPkAMjY79S+HsBNgwbo6*SNljc5sce_Vbp@v5Je&nxLCYF@?BbnwP;(fqNuPcXE2D{X6f+##T}w#;QOXFuh>2PyW(rBLx` zI+C2DsNA1n*6p_@!|8E+U|dPILEVjjf#13x$=nGv0WNt^SwmO(?WmSyR z_B3~1=iV6^^ERc&7%@QL(Inn?O#ie)V%gTjNb_LH{#YBCwU*wpS*_-la8fg>`1Yf5 z`@QWP)%FS_{sUv1^v4w+zx>mdLm_3pZNtrxe%_SWa6fKlpfI{4 zhxDQGI8GWY#&8l;F@}8Fn;`SSjV$cS`id?3)D#2OZ0`mxp^Z>JT4&4L8`lE6$NX#i zY};UC*n>9ZJ&@{m(OU8(k+<(|^Y4blwp9g-#DUL)uQq24@#a3UX|U=g86T=SZ?h1& z;?|vOs|37Fg2`^3u|%w6$K3GTOj&X_fqdegol>y-pdZh0d0!S+;XVLZEky1)k6#($ zq?l3p)3hQ8mpxcZW~ucp!lZ>ovw4v^6uC6mz1jFAcG&k^B+&~lO(?b8A7*_{k8Q|* z(kr5&9F)(k9|yRB&z~+9gznnEIv>D3r7b_sn1G|Ihnm=jrEGLpy_Ft*?A3iBz&pQ6 z`gj9XUGLWa;&MrXf$n}ak=nMYTT8x?K#F}Tn)$(O$Zfr4Cc%^0(Q%I4?;hL?y+f^+ zecrKPd#R{#$f8VaG)h=ozIV2&3!8=SahKzd5{xTd78$I1)gQ*=u-Uh(4KoJw9bgPF z2k8)to&Eiu)MZA4+>RcLo#C=y5$d{^~s7Ara#W$hQfRz_{Mtgxf6Qv8-5u>Q$H zx~`vkgON`Cp;xKyD0`3dhK@yv;+hTNT(esD+)wbf1(&eLbVqBo&6%nEdJ0wdVrRv< zkUBz{09k(89iHbBFxrz6UF9Y3*TQM2vl>>sV)FEYP-b-DfkH&EXTMuRjvv9R=8O85 zE5OA!zxj#6a!K#_{Gx#mo9A(ZT)gRh@|tIEo(q?=MPBP%QGZ|c$>JvBYat`=u7ka+ z0uVOwEfeHFj7Dc+hrvGhA1GbQ7Ocmsw+l)S)u!eP<#9fax@f{$#1W&cJdI|5dyqle zHMr+cr)&KT^*y=3CE!krprO*S(;BlmW>l|Pil6?z*v9(p%}ZEDnJPC2eaVyjD53NC z43X-K^4+2+M*510BsAo)PZ@ z%O>F`icgln60BcbO@On$BJ8!3*&+`#`3Hf|0ce=R0J{n=eXKLB=)arXOP@h2 z!nI*_M3L8{E_becQDd$81N7J8s3UH=vjt^#I#hS}+MGJ6!68Ya8#JTWkl_TJ?f%Jj_>x9F%M<42Vw_O+_W)2^hE!cwtee5oce zRaj7JvcCi(*ZPn2Ci+cs-5>Zy73+JYLUlImW2E6-_y|?5J>N+HEiHBE zfFth8L~56&zi{l5oeC+S=TTm0Rc?2q#h6f_BYy(pY|-WV7+#3y37hiko^qeDn3bj* z*t8O$W(_b^-Cr*}XV~G`6SpF5!PJB@I|c^O7~;`=r;ZG5j-{tPID?=3kC2KAyM-#` zS%4fj$UQAW7@nTU&B|tMI(!u8_j+05riUsq$F06ShY+yctFUEewh=zo7U(L#QrshZ zM{c6F(uBmxdz$D_=eFmJC@jmYk}y+sc_E^OZ!fr&J*V;nu#5FuO_bu0N6tc_FN!1! zuJx8+Jx*xbLetp|l?s9Rb~n^PUeJTeS8Ba5pqRVOO8pe%vbaa--B;jaPgx~D15U`H zcAJ>n27!2<1Fc+kqer+5?B9cM*HtH?Dt9uvEwG!1^}M?;&)%rvgQDwIZQW=#DFbxKZr>>%@a&;Fu5_z0_5|o3E+)_y%-&bs#S_R zUQC_m=-=zG!lE~~Q~4rM?%GxNz@EOmai8s~Md$QewNvCe&lKOEhO&ixhiX0w;KpYTn=_@|B)?*fS)wW6-ia0rYkZsDI^v)i^Bhza{5#}zwN;)kF>qX&G4QPvx%Wpu`NBB!{>+=&bB=0;r0(xV}qh$ncttxP9rN;cp z&%T5R!;Hx5G8hj4F4E<@BcA!2##)z04F4g5s@RbodTgmqUa3CvW5*)icYK)SkxBqL zrv;MVFi^c_oNNw{bTN*N@Gahz?dKH)BCjKuam_Cs1u!4etJ$>Rmvb>mYZ%t+(+|)F z3wMenBNo}cE?b$o=-oV<3BN@*4sTlS&_%cD6D$nAnTPYBZ6OoZ6vp z>y2i__EvS_Kg=gJ9dg{I2JGJjN&-s1oq;<$6GLmx9ytpG+|lDP@Y5haNCeA0>D0BAUjO)?j`J6@vz3GO{GVP7NK5s3U&XiZ&>B$h8 zx>j}Al5^r>LxZoqej3mJ7^w3`R9`{YZCASM=m3IPLwDG3KUxWve$jEd4EW+egFum0 z(W2o#{XnOPiGKm=M5te1>>tKz`+n(z_Y(c(P1li5kU-+Gm8)=awJD8{snKw-lCEmn z!zWE#b^IfYbWbGa_b1<@U%v1A0_`8Mv;Yz?0Vxxdhb#wNGhiVWh(-iWj62S7xN*^} zt7f%$CtI;0P<%;9vT4Pun_4^+IngUgdmytzgmoYsu z`o~Tc4J}}2htz*x+@!>oKW)+^IKhJYf>kYG&*&EB?*WD&-(%g?{LQv9;cToNchuU4 zpGom`aBQHEGgnlEmmd%fO;fx3zej=^BRy6M_74gD;mP~&+LW`j033h?1n#c6dF*Vj z!g}i4et=@EuYhBU?qv8|BE&?P3rrf4{n(ExUV4S`=3g#K*9tK>U*GZF7jx$D!hqxZ zIa{6*Tv*fJoH9QZz-qMfNrJw@=PJQ4qMbWP|7L59_u|)S5@0&`J!$YiO6htI1J3P5 zJit)DL;Kf9W6D0X1MhiCTy=afZUCN|QYQwK%2g0$2!7)0n*8@1!oQ(u8?us{Z|9l<;{2%CgbO9< z7Lpup_NQeK#8cD3gkUy55$JJvQ^ZkB5@ArM*uN(ie$#ke+T8b}A$i=IV%t_SbUjW4+twc5%CBz<9O#(-n2zWGtU!4zV_NkRB;Zx%mK<~&QBfh9lEuAw~i-H96MX}r8jfjASO*T1hI3Cw& z!l(c3*ms+Y{LTfDpizg3bGZGCrapM#P$>Nj2j>|I;^d#s+X8!=@gP z0R6LHai`~|?aLOcEe6vB$+k+Rj`ycz$R{QMN`NB!dxSI2UYw2tIelnL{BN!v4%%6O zs&(f_M0haSc<3x$47ZU*DfJdsw`s2x=mgwOb%iM%(y09>pkV#5@$CZrx9f+aW$fU@ zfF12AgER9n%bYksz{ZX>SCmkvU>mIU>F_{N>5>3$j@(ocbueKa0qc~E%Wa3uUc6r* z>(9&Q!~t^ZIC#C?)&SH1Qq4cDi6-ak0eWN0fGulLW*HcwK;X@^-6I2xnjr8tM0J!6 zyt6X%yto|4UQ43jv!hxd=8)~CbQ;VFN50JooWT4?tz-aRt-pS^3wq$y-{T-Ayh!{! zPOm&??Q19*tORJpjq?cGm$*O;tD|7uyAU&%RVZQ^2$nL}-pF`tt6%pj{BO6MQ3ZyQ zQfkW7!jl$uW1XL;&DA}OQeRqutE>sSU4ku8;w^1fvCyHF($6_3d0onTNr3|fOAaii zwNI2?{_lNl4!T~K{HXgFJ2Aw@LPH2|_1HzrYLUb`Kny3kI!czuaUN-%X~8r-N;guS z6H7b9LvWE~tbZwIUTaYw^Pbl|O1M&$m2q#o_gTUpYNt3#ofp3{NWPYTKubB5b!p?O zU?5`05s-XI<+0`+Q$O3_UC<6i+fblDeJ9h40a7s_Im@ zlS(R6ZlpdN$(_im=8`t8@x3tP$gl4YD!_g5w$rsS*wus2WNO^**yZX=&m%wOs?H8Z z_&yJcv-O~ljmKyotijj2G6NMZXY#6(>Xd+mrmoS9)QM49;`ZCS{)Aep$@V7%bOzj> zCi#_u^o!B(wAvwDm@bRxdx64$JI^`CdKRL;*#6mfg6N@%^d%Q#6ccS_Q1}jO4d7r# zM?86{9i@A;tBmtoj0TuzFzTH8#p?4L9Us5D`j6(TS`AEM zBO9#6^ieu#`JB}>KB_EZO5%J|7t6~UBfZd9dOgpMusQaOr|M!_wu|(RH*1KGzyG6m znrJg}dnC^`@x`_~dLVMW{%7NDznN`(H=ZJZccG$d^#N?&s%Sy~NdQtr#!`Zo$&r!H zzUfL;o54`wE=^0ZdeH>aMj&xd9#L>(0TJRRqQ#t>JA_en``to}J;zA@lGQ6^1Nq<3{J&Sov&DO zl^xAasZ?h>W$2t|OL%{7sfZlUPVXa+f7-O_NdqK{5G+Js%9LkrF|HCs<9yl!Dwvb zPG>(uQ`Ep;a!n5Kr(bcKJ5l;xBnhaouKuNsciL88Xz;Yfy~C+n4)7ej#)brpm^5uO z_^=L!YmQYa<83GFOA<2bt>ddjkF`4nB zn{z?#R7d!FG)LYo8Xxd7%iM@wURI*$ve|i`;&2u*q8nAh>79clCQ)J*qgAs;@gVnH`}(jy_jEi*?&k79$rwOZf;vqUB@B+t=WAbZ=bX=7>t4 zGc^Khkt6E8^=ggDLKWl}^xLF*6(fElEEs{wuo^;3$;K0gBOV^5UVT4JYquEpKY$%z z+34~*$#y`KR)=Olx>R41^yHM$g*Q`2k!#2-!&%Gmlu>LjDM-d@ooF`;w zl#wmJMu<9ebJ@a7d)lDj&1d9+>pi^%?D7Xo@A+&rUvGgZ5Rjc6I{UIg|09vcj%6ag z&Yq=8S~~@1C#^Z?;g#hVeC#`f($;I{zq+-;q@8Bo%QLz(x9;3|miZEzu zL4N^5RZGSqe_8*<_(E_HN>XAu<%_&&cga90*}W%#fPLvwCN^rsh!PPJl`;A}kE&?1O&I*BJ6ipr zLdH^E$S}AlVIZGrx#>w>Z(4bUMHTvynB^-aL(}uN7@CLcO@tsM^bg%d5=k2dNc27C zK$J-pA4~o|Rhw{AACxW5@u;lU8o;;_M0Z71&yu3eqVm9CExJovA2|t6+iZckWoBXp z9tr@Jf6MGxRcP!Qs83qYWBT!)PFMrhhpN|mTE<5A`fIZ|c!ae%gZc#%ivhsPb~2NE zUxgY0btc4?F?)C8r>hr*4u;?t9ES&1)TD&gQh@H!B>{z@V9&qUW2kAu-Jwq1S8<`e4D&&;aaZy3-Xzi-lB#Ecn(8|lZh){=b?xIa8nw<*O_u{X{)z3 zm~tlfz(3zC7m!b`w)N3KqZ5$^>@FuWQ)_w9BnFUjg|A?C4F9!wqdZNO^e(KsUurf_ zTZbw334c*+#x0G<5lR(Dd*hBRlG^vR5k;b4e%A_!v^aMN6B15|OVFS_(bXIl;X!M& zC^WywH{1{U4iY9aqVO%xfH7>!`LQ^4CKQ-!c^8cUm=sqQ{RU{Ten|eXVWA;LuaKOb z`7IptuhKQ1HJ?(3c(#{Q{lPV*N=lT$>p=T;kAE>Kpsz z^2Rdjs-SlM+}@+VVyEbRSzr~ZrhBN0y~0QI2}Kx>d+(|zC_Z}sP(QE1nQzc;KE#5$ zWlC2a-QaOwok;7;cOt8Oj|$EXkYG}lrNs_vkGFSwY+L?tyo9~`;QgD<{4-(4(=TxX z^$bu%e1Tm!>CwnI(9y^v&3#d>ZZuAvEE~~V+#>G~ZeWe>S3n%y7Fp*mnG9$6&N=Vbu9?zWG=Tc7OEB>^a2z`JKkH-T{`{X{p-Bv)~& z5UR>eLP1RkoC3N9lxuk0g)fBk?@^w{0$FynuWc#ctt=rJ;iUZb_-+46%VN{ za@h!(zrNA+_rD$Y8~m1)2mxX)c1^4X+MaF40G@SN1&=rBw{LfPa#eqT#y7r~KHggs zQsDQ7z)ufPU9ZW!kMf2qjM^=rGEz|N)R8(h34_eVMi(s&7>Wd{KLp*_&>o=jT8Ldr z&IjO&o|3~mA41n%u|=-RkPIG6*_l|<-1V@pW3EwpeNiS2Ey`~HeNje2r;v_$#yllb zE}OVDGYi*RPVCSfaCoPN%{pX_nbI__Y_l>N$ilO~`5e+A;M@1O@ePrOtFy}i8B9R* z+N-s8HgFyyDh~0Tv-@*|K?!c+|rH`+p^Od6P;oCq9P%oa7em<;)~r@>n|f9 zC8?;k_0%WHjKry`lYoO^hx#h>K^y-$uF?y880pe9S@eo69)0K zfim(+UHHttkifNSiQbN8s2tNkzO=KwGvVs;QB$=$_3yx&+t6F2Gf{r-1$cWGJ2ihgbkj*| zr65Wlc0AzWaK783^ggOK!I@vWhwmLN4dc@IlGBk9U3>hgdFfkRfa`Z5uKT^vtPA~& zwc+Y}pQ2uBNlPrt?Vxe^ngW;e()clrMQ2SYoE1As?6QP8w+4x1z_`1sfFK+>o+{FD z&U2EiCPxA9Mv|LY-Fn_n_s#w7K-g>1$SF&^ei(?&2O%vK{6ladhY-~dWuFTKW_u79 z$lrFU256@LPy~M(4cz(5wQ0m*>Ya)OjWpWcS>}yTeG@eu2@LV#0NxDDI;EMrik;rL zYaZ{Xc|f7#P}!URX_nbtkj19mwL!09D)&KCLoue8_{_#JJRZ)k@JaHGv3L4QtMS=g z^`I{aw6p*&Eg>bx8WbrXwuZMQ7py*{7Er59k`P10?BGz{>4+)%faOSDrnl_=2d?7RaOd7SZ0-YUA0dJWsBRaM}Q((D5@PK1h z;w4%^56%b63q|Dm)lIkLA4XB=5%FJEsNq*hII(QzrqlS!z5bo8VT|w~`Va(d*(Z=N z;%2RWl}yTLZsU7DM3dY>7cY}ug#QrrI9lkrgRa667Xt;t;sm1S%3A_|L0;w?3Q!fH zq(l*Py0rw3y{oknU*v&fUSuM+*d2_f6oijnuFvEilugAEQ2hyFic5vv1N6J0M zq&Z=?oh4_cycCseN$7L4q!iQkw0GsB*Fjnvw6zwKR42P-vlGV=StlqWJ5dG|6k( z=PDoxdmS42NipmxqJS4M&W^nZfpIxlD@=3m;D^<=~mKnAx7kU$nZjK>=#R&#RX8L`T@l^q$Q-uAYFqY3?4w z;O>+dFWR!n*3wywOF;^UMnnD+$ox9?+yYzZYsw!xN*gMuAB-2C?>ijQHyChAd&wmn zJ=0rKzv?Q7`vQt~t`T_ixHHB(7wxy(gbfah^(e<#3lQ%VQ-A z`&*jqYZO);iYta~4W9Q;cc)#k*bgySOf9K?z@l8nGT+iFd|9gC8k+berxpOzd051)Yx3&hr}uMG zKLhT|p|b@K`AlD|3iojxdKMkSaxK4r-<^f#1YBE(YJBip}h|a=fMXd04Dh zIk9gw;U#$M7k2tYtAT@LNZ)4%869W0U7vuD{En%q+rZ@Pk+y4pTQHF$tsDL3tqLH2 z`=cp@Epsk#C}FHapzPjIw_B9QrR};t_Dz`Kv;_)@HIX*&F$u{_ch|WXKR@s56%G%) zI6;5$4(p8SSikR=p45&8aI6(Q;(P2s`iKB(rPrW>-c_U*L80rr`y%$TLJul^5FKuH zJ1t+-w{XFVHD%3POO{7xj;Ozf+K$xC%JNi6zR#u|=i$|Y&FeRFe9#d|da}x}Xwa~t z;ZjKT4Du{WuvmXam2_(y_Sa}fR+&56qA?Qq%G@Ju;JEq2dhN%bo*raF0N{1I^B5bF zcj3=oMm$xI!Ap>#n;b0MWl$Y|6T-U|{$Zf~$h(2P)c2%Izj<`J~in!f}a*N5`>en5cV+)}Z=FeOvEfSW7O8lw7iIpB8V0^_<77LG5< z1Tz#j_KQ8MofX4+`Wv;p5Ps;tq$I|ZC6T-Ch@2+LDQsB;!m;)lVc!T%F$z=G`nas_ z-jY2=Yh50;MQPN$PM@^P#wdN0v5vCQxS7Aw54JQTE_PZzR>{hx=5_8C_rjmE!_F9= ze{{{JngcNtNU+mq8b{-p>veD1ExmpwPzxROe(hO-x^ zA4Z{QH5TeV*!3Ft&lB3GLHjWUT&%S>Ed4r5+Vb@fS|h_=0iQi>i!oK*7n=d7NZJx# zeV|O}XxD<%f@b-1B5JPD>gH&05KH?Z7TLKO-q>bfGZG7d4$ z68M)s-MNC%OLmLcJBKQgg$j_>6NbCc*6+GX9nAjJcFmCBt0J&w^Vz2kw9#Ba7#mfK z^0$XFGtGJH+hTJKyc_2FtbY>W8vqeLZ4lx6*}hdb{h11AG9J>ji4uLq-u{ds(wS(~ zU2&jKO#xUS(cdC`Y|&SNo9Mr7TitcSf)E1A?OfEf6))r;_}M6swlV{${lluxlja7cJqW|@GO;|M z<-TlRh*xee*l#{y&5dm^$iv4xP|Q>>%4B`HII9)0pauGH8H&n)qalgxXqaPQcLyQj z)FGOSB`;MRoAK&t9K#LgZm_1R>JkMeiQvKot3Tim5kEo}tv#8hNNan*2WwYzu6dN7 zgMfP&oi_rq(BwLml4&Xl;QSDY-(s*S2lzsbHm`H$#y}RC1ML3}0=IC+H@7e}>!Q*` za$AE;`@+(>`D>rmNLA5!V0$Y?chQRN2~OJt=dHkN(Tb8k8DVZPxzGdbAC96`=JFBM(z6!^wDz3oH(~FfE&&X=A36zTOP?k6}cWPG%9I zyXI!Jj!1#XmZBii#6!w!h5kjz_gn*W{OZ-cM(&BDnXsES??E`NMf2ectD-CR?H(Up zurLT73aGHEoet}NcU$vh$|ov-9UF+}w|BX7kh2lKXKXOfKsHb#6IpbnfC%}ufrp^C zBFbp}m+?KJzYgCiFa$ONEZIiDqvX3@j4&P%g&04Q=NSzbEcMOchAgL%~!k^p(&a(p4K-;Y6pAfcq z^j6ez7k%0cC%C?Vp<0=+_;`KE{x#Tdnl$KjpS)yupIR?&*|bXnKoE#+1%BUo5nufw zh6ifEFWZm+F0&l+WtIx1`q!&lem%5j4-XV*^d`>d0=>!O(F99fT@AYY^iHNkGbV~Z z395w<#0UY~2&<3IrOx}bxKM(^7EW2!2eGLxm z0^bv&LDv>Puo(fBO?HYGV|4$)?EPh8s~jDOC^;gY2<~S$T}}-aD<}1pMM0Yz z#q08V#gIb|I?+Nq*G*~G@8>(p;h6hBm$1#!L7@?FeD7)=&>fTMb*Zo@Gt)Vs=(q9#v+sw_n@u#F{~BOIzgk;R8W!z+#6wern)K+n)%cVm z3VlI|VfoqeRXA78TMH>kw?D4CJbb;qo<2|+YD4^HRr%@>`+ixOZ$_+s-#9#`sL8*_ z^P@5S{j*khn;;%V1g=tv-giwiK)N3Lmbo?(LV= z#;ClBQ<}%5y`2CH=fZlBc9J4LE!v@CvQ!E6gwjQWHasmv0RhQ5z^o!afhmMQUd&vrVs-=Umjzv^) zN@pFmllPv0opo+qoCfGf|L<1Ki;bYSov+h5yxS&R;>gUT!Sd&;s_!G9W)+$!(JXF< z?u=f$tc6``KE6?ceh#khkdiN?6#J&VU#Vk?NJz=E5RJ#Hl4@VHscRc3MJ@QnWru`K zId&F6DFlkOz3~qgN~VR`3_tHVTIZq4tg;(L3b%&}KheMlJ7KDu9}S^hS~SR*6|w>a zR@5>~>QI_6>N-*5FqsiU#;jzW4F%5w2t4Rx@RhPs2mLL3^M0QP2|-pI`>s!K+(5XB^+9!UM@WH?>B&T>SdXj zfHb7wZM5NOE3dPB{CtZBu|w3+@rZq5)SmVh&*6)kNx$nBrC5@6Zw|}%4&Glpi;XQ; z=c;r**ObT8<4op7``R1-@;S4Z@MN<5?k4i{CZ9NbilcAl3fg~1{u*uW7Zxk%IWsBg z!aHNn3yws4goj@&UN)s(wyPAU7SD7jJ4`M9C^OFEZ^+-t9e(yS91_SSzV~D9dCsM! zzfZTAxK@Q;aVOxY%Kq~T8_OD9v6fkCh|3vZ? zVAzJBa@?GdM@hqa58ld84a;+2R8r*+9b*gz#8MrAC34`6}ZyeiIds8fQ$?4gC0HPH$E~5FXuM07X}qx7 z@Z$Jofl_l|1cKUa*V!>aO#%nxfcxn1#9nE?krA8whBhc7Oz#w>ybS+xhKwgd2>_xLVjdd{+ zOivVT3$)t%{^wscn>+l4y4x4XShhgubP|FQ$`b!+s4sR%9=veD~Ux zCCp#_zo?8UU#uxt;;*$C*6U@fkqZ7vDa57#zFmnp^?C=)@!B{0quiQK&zhEm>#pRu zZdAwGvvp0XJT4;_ssDm@V}^tsS|jMZnJ?M(iKV788nNRYrh$Fz6_8KKmm3T%PtN){ zr-ndTpX2;fWU|4JSL0P-ZQBMZs4ccMt@!wETw{>y>pFK`fr7C;l9;+p85f_hrvd*{ z#s%D9Nw_;{uvAx`hT|aIay3r4<7T7V9|!+2vuxn2fcYB`{hU$yz-{ssUvGEadF*7W zy;;)!$>TOjBLrb3?#WY>KrU=_qoJV>wEjZ_*kZ53OBQ6OXS)CpAAHfWVWv)~HdoR4 zMcHbVs)uSbU6Tim@|?`=R+g>j$^X1Y>a{U^dObk`#h_}WdhI~gYln^I7(qBrIpG=Q zFST~_hK^=nRGz6R$BEe*zd4WF3!R#vR^lHk9X2Ep$e{G;Hz#2v>^UI?2C$nKXe}mo zIvej@*YGy#VUL6C@z<^K?|~G62@grH7hhwgwp~OSksRNZm=7>vnF3;Y4gHJ$$BE#i zGK<$`z88>AlKh5P(3`0CYA1*d0S6c_mpXqL+jughZ2S$v`CsrE;JcM9ISNQp^fAxM z&_H&xe<}CLGeF@vQ6FTpK3K{Xa*hIr#0@x1?f)kk_bLrcBU4x{oxI4i0@VKuPdt`_>Ky7-UWEq(0QC3RR1N|I26!lCJO_w^qP zkm|OrGe_S2va!wEKzS*C)r^30>|6u%-5CcB{MwtU_!s>3E-i&<&#A6m1WV7 zAjKfq({o|^zmR+*Gmr!R!2*u+V9_b^IRSc0ZJZo{|LpFcWDgqInRfbtIJNyl^sh4Y z3@649a{l#fyKIjz!(YDT?++0C<Otqh;}_DUC*iIt?nUv zM$tV(5ij!sDKG;EH1XSQhoGI|`vsl=aNI=$O!u|Y zs1fKS4K`a{Z^>>jKl03_6l&&8=Yd!8yn z0hi3~d9!#V*+UCn@^5ZBs7YDIiJ+6{>Z4X8%Y7!yj@@6m8MsCB3GZcE+ zfWZH0j_thU*YG&7B>X~39<*T1CEk8w;HAtn5Bf@cm}!-K?8_ZgdF&oXxK$s6_c)=~ z$ioo=?6vam{dNB^G^&HD^BZ5fgcH_=ZXf`xI@6sZ1%6BU_<(fid;3NtU|AwCqI zMKMP2646F{as{ibs1?KV+y7xy2UN^oO*I6d_#7&+|C-rHv46SJiSKsN^4mZ895cLI zQf=ND8MR_PBtis5a6d;&nHVB@ncZY0G{R~!rMb#1L|p07z@t;w=X+NBF+DQNfK6D( z>dtX4dis(BG0P7Z3xjDQNOvDsy_t_uUSy&$hg_|3-A90umDIKi1%FrQ0S-q-3-4SO za#*t^$n*y0#DuJAP(udp0sqf2Pz^LU7OWbLBg1-7F-m!UJ~vik?X!u?@tC>5IL)81 zP*)%D6NU;+#lbJI@@J!WI4D6uQuS^qc}U7+#a|R(Y(PF1L9yx$=PMXlT6g_;^O@L`<&Zn1$wk7}6dH3H zOlDeZKYE=fV;R;iqW!Sc;;lNpo=>&8_GH;=YV^;$Ql4>BC%`2Sg}4XB;20$p8}g$b z1zS+4Qu<00I{*vo8vHG}5f~#PT>6;~Pwb)Rxw(3q(qE&R-OMGWf=ParyIH z`%Mx+Z?v|TT8RVKIGD8mzlo`~9K*wIL%p8q;dXO!Pp!TG0Ye3)k4`;pIeg4tejZ@? zsNh`l@-jWEzx^&M?mQB)Rn$Z1VEs&?X`O?Y369yk=&xr0UkunxQ&Y}otu;Y7@*ZWU;XJlW7zC6qP zb9(d|2)@jK-7TKZ4v?GgmzWG_LRT$wR4?TM9BDg8RbGe%8Hxb>SrSA%;zN`~Uk%yTu z#g)1J1Ww;&YHCj8LEE9nB+Id>qNhh{PMWQRd6T2)}$x|ns}e0as~YV zJKm<}tKWZZ5j9B@{}wlZU`@x2aS7Wb zLB0#&xreNwa67PE6q{+w$6bADVm_jm%G9_fj%CmdLzVDZ|7kMl?gRW9e++Hc!&UoZ zrck<22o;PfKx<*!`wCK95U|!gI>cvcB!B|EIWMcm*fyPMJpN&qVga`TNH9nU)`vU- zu1h$wBH*A%f9Yz;uKHDT1(vq8ir7x2?lMbD;*RER^fctpw&h!@|7QbDeP&#M)?BHZ zwzG0qtyC3_<)8q>8O@}+fU#aFLCU6M?&RDe?2tq^-J>~Ozs9GoJyaE4y=gqdtA7#jAT83m^h!pM<*$~& zCW4Sfjyn;wIuf$OVP@2@Q%KpsOO~gE-VPNx6^B9dDZ%u$-wl)&FQ zKmUP!5L9BhQuvAPQBDzW@`@MHwk4f+k1WmvZOM-A^ISo~k(HJ=Tfc-CCFu384YU6O zwf}vTiR9yT<3|CYbT*Y@RsafIeecTqn72j7o)_iaO64;tk4e?QP3Apc%W8ILlKJ+!0iG0 zHb-=QNsmliH}>YxK>Xc842qXFhrRyWR2XJwbxH5>1sXi&9Xl>*QP1}PvvuXIX%^qh zxn4;X9@*{lW(q85cvEkCARIM&)vTTq3hp!BDT`^`gZgUPM7EcH1IB^K6S7z6+(+L7 z(B}0Kgh&H>SF%E+n$NZ~NA0F-BjUh0mWZ9}wp2gJ{t1{v_m-tt?ru+Cy)_~EC2KFQ zi}(e5S6)WY90?q>FE24e#1vrz1H)wa-hcq^*93tX6NcDi%_Y@WvqQ!byCY=7$c094 zUKD(%5lp^bFCK8deFEw)StlBh9^~|RLrmfg85r~t`Tv4eYI4#*UY2){$j~JM>nyl= z_G6fHK}h7lC)Qi%8JGlB3)vOq`+OP)h1styhIC9b|FIz*K|7T1oDaY(+N>$r{|Z3y zFbENB;criSiV}HK$U1W6l5+gi#mFd|DYN`V|AkzRCUjZk0{SV}v`_;IoPzD>Oi33V);-Vh0Uh5n)g5^Ja zCOO^#=Rvy%XsIGH@wrQ00P(Q<;3*91 zs~E_zj7BYZ>$*kZ+$sdK0k*pK9{U=o{v$&n2slE%)yZz6J2Gf89%9hs!pHzml6PiY zqGVMlByoyam?ha?l29xVQ`lb5w#T!(ik~F}*gCz>Mj_~gE8&bn$J5-OR^PxeT_ULZ z#193ey&+Q%H@*3wk^ta0A*WrO%|Le+nC-v4`()K{9gx50+uN@VG;Mv?{K4vZqxLEL z9F*#+!+(77v)TdZX7)2Gj>B`h zT`+l_@{a|IK{#wmDUu2<-IR_bNh^H}(r0Z!MTZZGSsWL4Yo;I|FCDEcjGaG;xta_3& z1PkqOQ8%s~KUH6SFQPcs5`jflnDN4s| zefne-c$PO93O{|3f)HW*y+GnH{OE8~oJ{+pD1rEoz&)PVE@4)7zb-IM3hI^z*E$&h z`pvQN{RU7dU}~1c*@jhmiZ~%kJQOq*Z2c8VS7=;qFxk~%P|$n|fVqwuKHX0y2>gdj z+vsvrn3nQcjPL>8m4{-{t-;>l$P|&!t3W6G!E*G0^xSsoU!RnH*RS)VKsx_+1#Y0J zZuJ0WU3U(~gYYWSpM7D;P&e#WNzOB{emcSVq;2jW1ynj}Y*>t-{mhlANsU`AyFW>idCJ6Ylr zWquOHJXx$IJEcCr=`#zDq@6oO>eElqTr~TaJ_)~~7n7C;2ka^w9Q-!Ss6EaV_Hs}e z=b5=hWpjOs8KxP#*tu_3)Xi-Y0-;Xd#;^pb!oRC~i6*#4!^Cc9hRIzDfes#jU{-pd z#!YRtF;G>1t$B0(q?>X$|5kYj>-1xN1UO|hc$k^g)FybQ7xa2v7e+*7zFHviKjb$!zU4X_JPnvAA4(HV|{S4&C@tto^9<(I)IG+v~%do)X2c2dOgTh27uCH zv3;ORR)b}BjlSgi;GU!MWW!2M8ysXS7a(I9IFx*S%#b0@U^N^|Nw!g-lUI2H$xGt( zEFn1*974Q%lkC|Tm;-(|^3M4OKO7kiz3zt#Uf((Ep-4*y02A8dUME8yCWgJem|s`; z1t%cgCCVxIfyclYxyF)-k}%UvdcM+&+#JXMnaN~j7oGBP9Y3{N%_N$hOFTr(EeGP$P zR0P&R5Fo!w@W*kA3m*J0U*qFb1hWiDaek!<*c{UC{rh6uMs$a6kkXv)o9FOHf{G0{ zwJpk|F52S%AU6h5K)C4*Xfzo|TBu8mC<0+#_=f|bC&(@g-HcF4A;_4T-^~IYfo|Q! z#MrEdkAZ~b_1){`G|ibVi9E&(YhDxC4<|Ne5`^%C$AZar<3$$j1Fe>hCEz*AcjN-3 z9&Ne%bqM)CGiH9M4h54jv%KhZ=}F3i&y?=y?rsTBkrE-5NPXXS4vjbDz|F+9{@WhCNy z5NF)%6ZyV%K2@fE2INi_qyiBf|HH8U_=dC7`74fl=ycC%mgR=LztO!+|JrI~AQh!~ zt&3}SLeCKPehukMv|Z$3sUoZjB=ITx%M|zy2hbrBkYTT(+58(L)dGmg&gGcrpv!bDa zRQDZM*A-Io2Fz!%U1HO5kUY@*ltYn^GP2F`+f4A zpE=iLSt1*U#YTj0#ozl?RRuYn0RD>+G`mA$)=xSR{Bc&pwS8Br^%kPFZqBK1;}w@^ zBvcCtT7&@5JlMtKaZJ#cfZhDSnN!}%=U+4n&4T@lHKm1lS6J;>#& zzdeEfZ7T4tL`b-0oqij`X?$fqKW0DWu|trcCdC@BUIXu6t6mLXo3D7@A+VcFfyMkY z1uY#3e7-OL2sl2R_Wpsr`xvlBC9b3#sE2okAXvbC6gqj&-P!l=C+`eWeEED+Qu`Pa z_~HiX?&U$&(KWXE%Cl9c(6n}GR`YElTah#6j%9o&+7|ky5t2A;1D$)qR5en9bHHZqO|0tc*EImVagfbfHV^?<(;G=8_! zjM2L_VfL3G!#6|B!1h>!*w66i)(KEgOMciSq^*9Q@EyxeaZ$~~+7xrYW0#Kv12X+xS_-y<#BYbWxm4pf2@lkyA0TLukSaZSrKd=KQfX7h_oYY6#1%l z^UunMDNp4Dcct2Xt#vaFuO~fMm=s^QM+(0BQ0;0db|%nofoc6OqteLaxAh@5*H5k$VEhG>u+Xfa{QDj|x02KAS(Bx$JdO_G(*KW<_<~EA>L#s7sk-eMv>< z#;Thrub4<90Wtc*gkDAFy30hPMrO={I8d@_mRBarffteNM-=@?LZ9UV9YZ~?KF`Is zlysl2VCb7m0}$<8ZvZlTGq?LX7_pczoC2X(FvJYG&#dGLo`-a?IziI3!p0o43~<|3 zB=>`t+BsHU*XJ5w;jT|0+;-=vA(gN7&KKX1+ntd)zZqw4i(u$2P*DG&s2$5z z>aQCwKYpP(8GEok{5*&8#e&J>-ttR8*!JC_V$X78rVbcxdeP;2bFM1*Idn|4p0l~y zi>XC&LgX&hu*$oecvYt#cG0nO z7c{yPAx*@?I7vTF_dH3;$o60t>Ipr`{=O^idULb86!X3L!wcs~8qwC6$8Urm?Z}_> zEZVi=dc^pFTb``uKc!sq2>d)e`P~&QDD^99RL)6D1fe zG+UtLYJBeb+1pE7Bj$I=Q$T02AIb~<_VD<^APX7k7k-@5 z+5;hOFIg2kJ|Q_gxFb2-6tQW|9yGh@X_Nt}nDN}YvvR}c2C^_e*wsM(O|}V6D-IWe zLUP~)_RnO>6MtUjf~>rjlJ@xv$3@p{ajUCQ=o0I0qG%?Nutdu&@n^ud(zJlJP3c3K zmYsh>nw|QwYHaiQZ9``u&;LJPk{%64^dwd9v*^P90c9QLbayw6EtHtF+Vd%v*~bmW z*`6}8GbvMwlBJZi$BU-sa{~XIzj*)cROdI*92S(SA3&ol`1}1mZ3}cDO|l*mJx0!b z-kdC3hJtEHjeaG_H@9A{OXj@s_uL}ERUm#3Ha!mbk$oUPGBDGL=<5h&=(Npk4}+YF};15c&w1=?t%qpx;6NyhnmG7z*&lZ{5D?M(0>+!N@mEGt35= z27{!Xod_W%#w%*XrYR$w_HIYVfEE+=rI958&fv24{)5`0BgEC<0KO6U^MIllR_(Kg z#e2PTkVS)mB)yMBmSvRXsb9%xn{Hh{H`*z_1C@zYT6D4UoL%r1HfMi?E=x3^xSU2= zjYL*IiX8T>vG^b#q%ZK)%s(Vgvt1o=W|3iU~OSV?wzSWEtV8hhf0&o(&(u z`sROGIB74LXFFm?j*sd=@lgk$dAR+d=<+ZQWYG2=+~h0$N3qI!8vwsLQyHD-fxi!G zTh9~w!$-e)>asMcM@2e|gjK6vo_5LBw zr_8B2=(!SWIkyxaDv39S~)TnWI5X1PDaUN=3y!B)I=n# zA?Tr7^frm^8`4w}g8^DmtC1^$PY~bHHqh|6>E=VOFwi$kBA3|yeFc)3xyH^|F640i zac+M;E$(WK(kVU`-u}KOEtUPT@kU3?3zwECx3rtTuR3}9kRPk^guo;wG#k&BZVo$| ze(82o(@FnMCqtB+*-8O7GhyjV1%+`HJ6Hh?=Jmi|xcHT2_M70vhtp)Rho6e>m+bB7 zI%v|bwyNsfI`m*^Dd9k&b-;O+Tu?m){UQ5`|NZ&`VLe4ql9qL{-ucXhuvz1}^Mu>l zgL_V5FAl+_Q`b7}Cfa)amb33AyBw8z66V!gWu`%hkzyxo+Vz#HKJ z55Ma%Tw4)0bCF!dd>T30{FHS*A+x)|?dhe?*CJPh4@)9ISaf6;tk2bILTcM{*et`f z08l6!2cR~mZ>jU3SMHR~J%2@$KwH|zpY}3nyIz?dM%4MPTi0u0$v(ec*b^C#w2e`d zyaxWZ8QP>l{isv}#WlVSg|C=fd^^+>MxkSWq7=QhQ#!@3aJjzjCHpb(%x?r}=63q81sJ)^piYl_- zp~7T(2y5`ML+~vDZJ>gH_l1P$q=i4x=D9G8Ibltnz3hzlII93K$w$%9DzLBwf;)N1 zOob|ITTT~&f|Z_=4O3-d9GU;$xD0>tYk*gnIV!=*Zs`?U2q2S*wu!iIk$~`Lc$>#A z)L6FBWWmpA**e=?&oG%Xu+!h)N|N$sxI7MjPX zn@?qE%R&^xgtVkfb}U%EqGO#5Lx4`%fT!FmPr8%F8<0C^j@4-2qtMNsn}5(>)^$_`|S7)kv^9ExhXSYCDd#N_pTDy zQEcQ{ybPW-WgDlqoJ{w!3W+8Y{r-W!d)JD)jarN@3$DL9R=AgV+{`-eDCr|JVkKXZ z|B-PgCxb@q5Ajg)2mv~O{*&Xy@WQn7p*!zF^o&qKC!+VX_V=`}waygw+W7WaRRYDa z%EM6ofwLs>*;>sOQG9FweJ#&}w51FDvQ$|WMT5yYLio7Axp1I}+xG|zl{Kd;?!0-V z=Y&Q{e~6m=O|jmp-bP^yehHSk@i5K5B-_F%-4jWbC9ws`z0;$$n&ky1POY&b4H{R_ z>Wrc8In$C=oc(n1$7Fjk5*Bwlg6^#`%KgRiOo{f)qa?u4is-jywH)r*tGJrmO;bB0 ztHeny_8=htp3unsHSFW&wqonGRqJ%q#z_Ux-P^H-pez-2ZqA!;n=&r0-rk!yn083^ zBpQBfxaM7FStd!x4XIW<6kMmY?iz6WBj`NYFYvb~(CKyE(o-yRcqN>won$5{)OG#q ziUueU;A}mBJifdziyHG5F>j}IUph)&J~efF?dyL!5#ExPt5erxnl0nKs? zt*w6b(Ljj9MHa}zdG=n}Ijr3NS{xb2v!WkS3^m|8aF7|B4uZC>2A#9P8;Q8q}KJN*ow?U>OWQIn4&j#(DKN z^MG^dsxxKy>%XK(wg-T_k>XDa^?#6P=_tV#1BuPHuAd#k{cDwDDX?t6c z9=K(9;Oz%HUp(Mm+FcX#pvR}i-TUxVT47r3*n>R}b`?(E_svU8NxYZ8wKnF(k&MG( zJ@}Awa=RSmF5G*>u2q_@b6w5RUP&?hoWiXM$}$qa;Pp?}d#~FD5-=spu-XH*au`C> zm(Nw|PFC6MCj_=;k7!Da3AOA)+<-F>5JaYlwYk?reb$3Z(emyqr;{|PFSUdj1wyEvWYaDl@y9u^mvpCAlrfz$ME&E>ORDj8L`xHbo&~PkZSJ1U0Wv#l`CDMp( zMZF73mw1Y7q@h!@+ zBdvSTSO;mUm4Y&USe>(?baW=N?s6N|os^EDMsXdT7jNR8=00r>Rq0ZpjrsN8p|`IQL?1sUglX;xT<3M{QfN=rU6GeEs!jLT21qBY(T#!AuN zcVzi|(yW!6Vm`54?zr+AlI}5sy+fVB2*2jJ5#gBQ)UzTjt7@5xc=wQ^LruGnKDDqx ziO~7&;L)CKZlhMcx|kWe#)wRQTb)sTX#XGnIu0y&bqnIiZlhJ+Gv4DFCx842N96oK?tFTB1EK%bZOFi2O%H` zN@&u16+-VNkZ-{I{+_qo?^@6Qz3X2qE9*?=%w*=2y|3%qd(KD-(s_BUM7{@JnRGSU z!~VJSIJr+zpQ~eBs0kDsV4u$KqBxY!vS6SV)LT|pRl&+wRIN;v5lZL!Dnm59Z*zic zq#79RRPv0}jBKP=qx~bOtrA9?G2~r!Tn@a0RVdFZ!Nr#&r2c}NO{sG=D(LH(?yz?X z>6@xBf1{ohzV))g^H*{=ObH~OykH41?xn#eTXL(LJk_k_(dPfKu~`;PW+aAWGCEO? zdz(F57Dt@%-KBLy%cH7qTY)*jX{NcsXct5JS@EvF>qw#^C^-M)GNtvNR;)W;oAyHH z?BU!kGz;#+CNH)JlnkF(PJ7mx)4TYcQ`lXGBc(6&v7rdfcpB6L!R_(A=ZsapGo3~* z;=lI;N#F9iEE8#@vowu_rWJLr!TE@Q1|RmW#sZZ_HDP|_cb^W_tlruBakE>(jj8*a zV!ht_&7RCV@d3`w^L?w9(V0|PG<=pR*b;zYVg3%hTJxUdKbHDzC2f&X($X7Y$#V4! zD>3$Wguytjw=V%3DIw_x*r}I*|AQBdU(|vhS}+Z` z#*!Iq+zS=NT!a;_-&z6V(h9R@k!I7jrzH}o9r~|Q)Qy(1_?KSv|E$?Q<2d-(q=SF4 z@934+uO*HD?J*~D6^8!C3!?%&tvhi8y=iQ_D(rLhhZa>>

q66Iza_b;#0i`?KRG z9p~fJY(K>v2dsu|3yt9g(eaqqHb0692OYm)oQ9$cp3zYO0X*riQWHL)C%>iQao+5{ zmC2jVFJvg9^KwxTtuK6i*Yr$M9Nf>FoEM3uT&U;&SC`L!9T( zd`cD{CIX3$h4IR^OLkfV)4)KLQ=Tsv4ZH)b&n1{rfvfc>mD*f}OMPt9w|e@xacPTk z7)3E*+MYjd?E7ytw<_bqH=$ip_gTm+Cdu_{>s~P>I7xKX8H^j^N5j^L*`pL;Q7Okr zY99TQU#7PiRoqTAV6zFE&b?Zt+_9+l4=fl6vPhuID?ZEFo2zM?Fo{9$+BL>RU3g0! zxVfC1=#zKJxy6~(#6r4x+TnJ>XPa5RhJscNj14j7ID>Hiw3Zp8a{a<*8P>Z!T92uK zub#Dx_n{ATe?LM|)0TebB>Ln*3SLfP5^cj?uwUt%TWGO!jKXg>_RxlrZ#7=yd0DsO z(msKh{f=8S$M=0?+r0`yvHTIGR?^hgd-Bpq2Wo}mdR9mRDzAD9MIUJq&vhK7!ipEx zcI(e>JPA<4yzLODwjTTPWG1G}D!R7PVgH-8i`>;=c9+_u#y+*E4pMfu!h|u}* zV6j{=*YnT3k0H4fXyN>iVwTVeRhk<=f0Hz=Oub5AhTAqJAy*I+4vTPaG&MFv$C#A# z{^ZxQ`ccndwS1wQbVdBF%=d=NsU95(zI)_ChJsA=BHvDiS{q;&frVN<4Cm=t_Ky zIfdP55MDEm`?!$Y|#H}&V?E!(%9j9^uVwFfi(j`eR2BA z$2EeM%@R?Y?JXV2XN+7}y&qr(m8O+*2#!haik#`%Z9;dIR)g`m^9MdiL}@9%ojwb+ z)$6dgi8Jwn{y||?OSOF^gP}%4N~n+Rwl4R+5qmd3F^gir+5NNht*2_kmRZMPVzc(j4teXS7Qy{wG05467@=W^{&ll4H&+G(ODc2>Tq76v`?&;l%B zGrsn#q+4FY-VkmBZ-?8AWx8eB3ZeB?Y$`fo@5);K#k9vWyE8V3^_ zHP|aFWu#x6(hv5{d;6U>)-Jd~h6r<-?M}7X8F#)EAXTi+e@2Qw1HKKRFTLMxpq4wR z{@SQ8KD#H!z*2kRK?3jZjl`clU0_20UcNUZks)d0uslx5OzmYQhbE@l?MqhHoagnB z!@ePMZ^XUW>RHWQ*Gw|K27`9vS@+h|G{8o;1p*M#NGZK^m{BGp7FOG0+IibPX?Q)Y z_ogoZ>68fu7lo{jvd_Rc2~zwm^7Aw&kiw=dev2hyvF@GN*c2!^OYvT#mDRqp%x_Z# zS%xF%)^u9&SObfNRg0ncZ~g|Z%H)?F)bBsUFR)~oZG0Ga)8I6E`T6^Pz}d!Jo#O4V zhm?ahnX_+1%N}A*zP@xa-1v4@Oy?CkU$-+@*0;>cG();q4Kwq+J*?Hh9AeCx<4ttW zVmaG4+Rs|1q0~(-WAe2m6%De6__dpD=6ev#Dp$v8 zo!Y2phygzDljYWAa@((Mdc^N4f+u_zuVIpetkdDtBO|DsfbJ2xgKqQl2<-`oy=6#r5n79UZ2EWhR;2!nAI5-VvoScj)t!o;~xnjVos-YkK_; zx#-&@2dR;MxxRIP(3zZE|#uju}^G^7dmKn8U;o(*)TWB^`zq#^fv!~pjQ zQqY-Q>}{v?Y~2fn$sb0($kR}@nOXc5&g(VmW6OSVI#|UcpL)`qwSzK-@?Wszr=_XN zt$V}BFHTSJ-L_9(7-DiQ-T8et?tmhoqglXS%h`7%jz{tsjAb&G5oQBvy5HjKE18m; zv(W5OyOIr*Z#N!>AQyZSPV4a9Qa=q(k8i1i!5Jh*&@5(-_Xm5FYedJJ;#NE5btw4A zj3)=dt8;YFLlvJ1l9$Z^XNH$Oefw*1%Xh-s8Q^T8efK^efrf^c!Z>KlZ6{fsfyrF6eRxfw)(3cW0eK(Df?WH#wH|tgOJ_ z$xVOV5ivJmkbQ0H)l&oMTWiv-J#t~Hq-7xFxnLmlxEXE#u;nXgw7x}kXJ9*<0CY+= z_|aWYHBOFb{zTB56pHUQ{=_#slOZfGe&rT@$pT#Kn3jWV30aTbwy`2H#?@i#8hB`cX3YLQ0Rbc#i| z0!$CL>hK`7=vtHDsi(-IsGPBIbe<$*a??dEG}_)?>DtjnYm>jLi#e9(c}{T)S?B8# zu}zoH$#*EfoD<{R1TL`D|lBaKn+&T(5#TzUcZ9sR&9JIo}Inuyg0{z z6pl9P0)WiyxPB1*dRZ5z+?s1-6& )xWh{}8l`hN`t&ijU)HlWwmQdNSnuQ8Z;$ zO4Mi8M*E{2@u9)yX9b931w0qIUeEurW~-v(=1*|c;tGch4`T#4xf%6I(APg|pt^;f zIl1&n(cn_|C`L7hC9eHAa}3r}8$xX^EizHO=hJ8BFLY$T2kGOJm~=Roa8wVvMAVn9 zb&0Dljmt;8e=b!pd(j5`%>kDb@8&32>-Wi=8_%9^@f&8_ddzsRm=TBBX}_FcZ0)LQ zDY3;Xnt=z?MFthNKK{&cK?h#wYJOIUk!>U=)MNkFVEG9--Ll;p$pT@UcG&jFZK-C8 zSP)TqfaWXa(_*A%BM#A??SF1a6B?Vx#eu)|)#{!FSjM)55s7P-sZ04TvGC}V2HZG( z0kmDEDb1hIgv&uD5dP$lZbcxcN@i8Bp@?k4o$Z0BoR1N1IG62N80n_@hO3*1JmUw@ z(9cNxf97ldVsnr0e1I|I{cCO&H|4(LaVthNZ9TSoU#}9>un1oq&P{ooV8s8HWTLAw zk+vh4C3+^!Wrr%hX@r3J*BV2#y=LTlgzLw|50wk9{W+@~%vq}H-I}?&C1-wo^2Im2 zIO-stxWCJ|Lvm5=u{keh@)tjZ)b%@6lXXu~%QZwr?~<)P9=r)Ds#-;7!E-Z;Fpfkt z-t`9w>7$6J)AFq*&rCV8@5&Zer_mE`G*iKMK*vTQ>rTk*d9R@8;G)jcl7;L`o|FMh z7r#HeiH-EdRexXh^nWU4jJ*dDNx1Ivb8{IsDq3;- zy=c-mkKKdJOJ<7S@f9nbuz%RfIM&cg?H$(YEjCVpFPAj1l0{!AI63OK(6+2d6%7mY z9ayIEq(whvy4m7jcHZ*s8Ipbe#Lv7-T!@MwHG-T{TvsqL`6+?P<~qx zHc}}vU?#(?cS~RLFt==9WP>`nhPYd^jfRTYnE?iuasGo#wZLKeG=I3BNOMb z6F$VmoUou*5ewMJu4Li#ZTF|LleLD9n_|?R5>kB2))%J#UK_FpnD8ckq?td#`bR?fu; z^m$dYUhv1|#XF8&;MYMeL(HnAO8>S3^c6*FrC=E z^3sx3VT*sp(4|&KzGnS=%Tqjls{_UZ^ft8%cONTX>c`sPN!2FwUBt60E5&J>akL%sOL-%B+8{ijN{E;DxvjqVKK$!hfOR4WIdvgt%c|y&lVJ4U2fB!Y`N+F zXdDYkbOEQ`DwF@mYR#KDpF0ku#%L%Xq!KdZlvmXZS3+6zkvh^7yx@ox={-U7jF%f$ zRu>@^hsX5|D=sTSM%C;j<1aWSE5l-|D;-x_`2T~lHZ>U}^0(rqsQ)DyXpAfMEe4k* zn0%5OH68(J(mki+QK;35bU?KKC8)8F z$V?Icu#gUL0#6e=qLvwt22ZKB*!Lqp}$ z^A5m{CC?npyejX;ALyKW@s zgMJt?vYZ!bR*y__8yQ1tL{P}39lU(>ZdkUH-$5R(SwknJFPcN7QZw<`fh9?&R2Mv&r{qyR0BmX6y^gDVfFx?R=eZIearO zWSjsfv$Vg9pbyP@NVtBtpLDwOEmfS>oiNRurjal~QBDq~Np9cpvnapVyp`+#7V_ZS zsdz)Vtb_;7ULkw_oXl!C)wFgBce7P)QAH#wQfR<;#eRP~hCcJITX~cVp2Sug$tk_- z<>}Hjwy zeJKv=6o91lIJUBeR5d=lU9J9lE`z^WGR)UHm2*I&=EH}u+2X{uyC*xgR0}m3tl?^9 zaL`L1jyv7K#g?Sp7Hh^*q~k1MJh_TVRl5mI>@N zCfvWpu5dv_c`1WIycs;Vf!K+>57MC{iky8&x>b|H)^0vyx9K9uADMTgduu%xB}u+9 z>R?Gfx%UKEPJZYY6GgAa`%FKoet2eMf6uM-UzW73zc(MyUhH6ZvmQ16ezrQYCI&I& zpEV$K$}8dH-afrFj~ryKd-G<}MEgb?poBB~h(PVFH{*uEvj-y!(JcUbum}Rx?;6G6 z27kAKgZ3bD3nMKTCOb)Xz(Xb(pkbs+Uf_ts+9_D9B5=oMW>#+n)0ZRQD0{OOP@l~K zMj+yOUIT{h>H^fES7T7^&oLZFDoUpL%}QGjv1h!Dzo9ZP@63ilQUn86}QjoU#+jg|^@2A<1a0lFJa1 z$*yraOKUM$_S2!!otq4~6)Std&I0n7ku;;TzkT}PDWEvuSZ%CUl_b+>q#p=+oLg`F z^xa6NcMF|8oe`$D2nP^6g8@|IQLjm*SW#1wjf(1`sl4QF>2@u}lIaRlFitziee{@( z3_bj5Y$n-i+G1A+tokhd1htNB7BpI+a@3l!06&$%8VoQSn%zK@tdnvLLZbm8`N|Pu z{R?0GPuCK2W$9GGf*B;=rLJJJ>i9t0f}*1S%YrI-jqW4#^QgerC8cL!QEbwxbn}cM z9QXp`rCY;7R>HCvQzrqXnLXaVR9Mb4Z$=|PYElh31bqh9V*}6&iyhC#)$~ahBeh0K zO*JN7+whY2W*kU`Rjy=&0S8sCFkk)h5pM%f2>x<8opEfW4SbF)giN|T&7-kupevD@j%r@+}+xY#Fi z&{a?gU!L(oKziyW#hU}-Kk9z#vdUzw)8 zaO&H9z7qmpl|Qo$TkxiN3nt>FxxC`bS@_4>bo^g$^M5b&&yGvg;y1lZV6@P~)B^NV%dVmPzOS`(?G4No=*fuyJXkBVm=l%1BJm%8fL@Hm& zeFfp~NCg7$NUi;!D5X5(GT+=tf?s@^%s9C>q(->k+oMSfAApM$6VxFfTl70m@&(3_ z#LUVSb*6nIp5BrPAG9Rpp0nspdC8q>TfCF?emJzf`;+To> zQWub9oP&NjaG_jFY&`6GG~@Bu_Z&qkdo|hR@YpaIn8a-;| z{?KiqEbK`!ilws4nbCMLktTI@#7h1u$9q*qphj$~jl(erFa!XQQBk&W2>Z+AM24ha z*``Oc4QJ^cJ%9*h1YOABfCI8cH)zLB)ar!b&q3Iu2ZCPLJAgm9R45iRcnEpC@@!aD zahaxdSkAEsngP`m!p@?4%jZyd3?gKv#_rf)f<(@}iHC8_ck4VTE_y(;ZSa|Uy{6|T zq$Yyqoni!>b>pz^J0e7-<5?Pyc-~Qht{ueQKwpsV&GhXBooSy+%!xd|*6LJAJ?7;i zJcxyq6Iiqzh(kxisDKGVLz&(s6%P7*`E@mnFMpQ*vk!o0m$l#jIRqHVGK}hr8Q+7n z$JIH9zZpt1eu)l1H(!P6rp@;^)G{f=U(Jge@m+6WK> zQ}dqBiRjzI13CN^Epy;f`w!7FFW)udtQk!a*Y);n?TGjy^jawqoNv9}G8cpgRsM4C z6|FgdUTfF*vXSUKRKwa^UvU*4tDmd|?~NY4*|9?KZk;os*;ij0f#)|&(Y4;2cAddY zy>;U=gJAd45@Ijcy|mdRy%dvUSfH0!bwa1u(F|VQ@Y0t}4^5eAij&Jq(me8e z$d>~|C?;mZ^?>jOqNTZoVmPC8tsbI^EGgz6&fs5j9Wl~HIkFF(GrRm;uANQ~FD&K- zJ*tQ)AX#C`GIA+E?JFBHGM~teoIANNbgt1Es53MRdao?`V;(Q}mnUfGknMR@4IT7a z7)ds5?ygjjfW)%08luj5^`MT~ppm()bXwf0oedEX%OSiNF@lOKCka-AMa$Ka;0lcB zm@!;jtQ2`~58eY&Fia$B!z`|^yc2`bf$n@?v-kHO6kXJ3kZnS(Z3{=ZF-+G7%gJN< z-E;;-s9X&tkWYTy@|`mF7@j3z0aSskkWkRRERG^)Zn!w}Lcn`iU1b9u3#ppw>Nxd{ z8qyMzo)UnSc(rG|>-Od_k{&elR=K@VhKrxWy|hw^xLLE)Qo5bn=^)TZya@?~tD#Lb zO)8+@BpbrY`ew^?Yh82;ArM;fQNC6RC=qwb;FN+~c>W8E6h(~mI}R$aH}9TA8jtNJ zb-P4QP01%s>*J956sDN3R|7q<`Qmsf(%wkvdI?htdJu3+fg@4I7pnjgP%`okx*}WX z4=)4-@A+M#D2;J-Mg4H&FRK9W*goCqVZW5Od^2Q$3=+U}s$T9@w0_QMmmda{EATVA zq-4J8?Y@twW_9M1B%jKKpK84NBsjpA= zIj(vr>i7=FVg~CDmJFJCQ^bK_Abq?p^ZHakUzp^p4QFzw{{#@~Ceir<;%3kz8b?x< z7Y%;;q6(GAaYfgCA$$GZ$p_q89mBPE`mIEB=ul0Siq9}M?M~|R0wgwOC9k!V01%V8 zXJW`YR%V_~5;SQa*K(}$|Ge2W(jhTo?9;bw{`1ausIKUMdiEfx&Pu}jzZ@`-!fN_E2Iev-#K$rKX5Bd;PDRRxnD288cF znaaDL$!{V$rmgMu?U!oeZmDgYnWGfk*>Nkj+ki^jPB%P3Cr>Y6i!xNDx_QEUE=uqd zAD!ygCth0U-7z$4|0PHAh0w4iKD~upXpJmW-5Q&1q54_ytRDJ>^z?p5D*%lyrEseq z2S~%E%KQHgExNu-DHA`i%P;0tk#2o&F~Q4)Dt=7xoN;*V!GO<~{i)@^&7N2Y8sPc; zJ^n4PY8R@)8x4`S1jYpj!U2tOZ|~XlFQUk22I0@%oR&AE-vs_|klM#x{+3WWte)ys z^%SGA-;1WYx{1|xzG_^Vw4ho&P*OclRLE1x%=8|t=tIg@D@5;JX2z;0%?Z1UD$c$N zMLtO2XTE*mWNoau>*RSxsNWABi+mC^ymB*g7)J>ZiUhni$X`NVLN77tzXDg47ng|g zA0mYjQaB@+-Z_EsI)Uo|TE|#XVN61XrzgR*Pl3EKW_i;tMC~%mPfPfW+4_B&oHN@C zX750Tl$sXB4l$gvlF^*(Ds$Y-uv=9e8rdxDZQ*T^O^D-*V68RbCI8xDh+ZwKNO7HB zx{^&+a;;Z@Y(F9h2q%8sH)gXs|9{8vRI=mhRIbO;6xQMhK0+$U=tvqPZwbQ#vXqtZ z1$(bTP(p|^yyK!ldVfL8SZA2=ei&LqVOn|j>#1(7-TMoA>>W50zZRLKxPEE-=?C4zVu^9+Ew$$l>T%KhA`8uh;_J3Pk0EeB4Va(!m%CXdlmkMo_=JESuHmt=A|%wa;JM~DB< zQPj5#OR08 zpY0sK`3neIN_P85m?lN|>A!ez6M94yPzEnitq6iBjRg1ityOSX@pErMwM=)L zJ+9cyW#jxK-?=m@<9qL~*wG~$0&M2h0aniYe@M{UC09iL;b2rDpmxo)W9c?4@DwEv z-{ek+JUBdGN+6OWhfiil=P1l^V^qH5Y=pmhDj6_Q1+O+%?ScrxVo-fo z@ftn8RhE{%s6v`hgZlE6yQAmSc1Hq{@Z)@5HTZvV<~k}b-9}fnD+BN1D$@*Sj?dtT z9VngQO@p*(8G=z+}LLiq0f8F5n*I3%rm*d|pH7oi+c9Q!6t#FAww);rr zNUASb!k0S{nAGSu4gPs!qTgzZeBbH6%Y*-OZaQH9!0#m;KIt%q z=Sj#>*Jt4czR}s_)Q!*YlDrT)+RrrthVkvPF8M9uG6U*iCJN?(NRk1tfHQWm>5+wi z!Q-{H7a;@jm)?NGjx(F*7Xak1*u@t>-~M;Auz`!1Q9Wd@WW{cZ4)I?!<=tqE4oSF6 z>Rm!TUy5o2GMLKijJK(9{v-tdXMFwdg|Sb<0HQFBEl?9GIZ{?vN%(MAwW$e>)G>7Z zJ^KAu{9U|&|N7azZI|KCF|V@e6&kSBWtup0)D0|fC=r%t^L&v{2svFRh&z~Oo@I1G z)85{0wQ|X_BB*)3qyTq)Dagt-qg6s9BY*Wq;Lje=JkT}}6}-1Skf$?xdUhFs^*ry0 zSUKS%lL{ecHNKICyiC2|Q!D@M4xkYlV>(el%XFXDeC*Cl6^krqC>Kj|8L( zljG26)f}bUfTjLQh%gGWDQVIc70l=*M94j>b6%=&PPR3|5=C6F*$Yl0RYAS3Aid5 zd&jhZWK~l&i(YC0x9tb0`b@+h|3t!buL9$Mhp}-uv`MRdRT=!6bufNyjo|$Z6k|v@ zb#a_*KmDR@G1*>R3GwH9DA}I(@ACif%YUyQXzz;nt)Bwx#XE5>n+i%`nHc(J4=UoS!_ z{~@I>|KBQ0kOg^J5#s+teST7)OKxp%m&jeC_~zB!DS>q+7&XO|aIO1A z>{4Bdy4T_eEN+2^@#0pLCw$Igc%!RiyY!_;-Q%=tVYx-kCp@>7U0v61a*Gkhemx$$)%E0cS~9XmdtP^@gpFwcg`A>;Ol+vff1uMKW-^(J9-SPz!Iu8_8^ zGs?uBe&iQEd2CB>NEQClLQP7$t^ZRbe|?@U%+9w)#6(bsA#3@Sym+LA;Np1kvf%f- zZ;*)AF|iCQHI!!rAkTvqURt1OK?h@f8VrJP*H6_qd)HG)4#Xhu3|z3HiXgX()p|sg z1I2FJm<~PZZ9J|*Jhd#0F|S!j6?bfWSCuvUQF+kCdW1Y@EY92XEyNNOwuvrP>fN7S zJvd(;$hh@GB)w2!*x9o<@u6&ip5tuoOLxk5)9-OR6Tmk+7Cj4pUd*J3mk)^mJI`d! zhAUjGJA2JBTl1fgY=}kgaIfB^$cBqrZ-WC`A?)ulTTYR8=pnNSQY#yEZ4<>MTot~B zr$B=4SbLail3|N27*^#`wfg8LNs7n8HDj&UD-Mx67t0mzg@Bd6{0_1oyBw%3LPohC zJc0)1_K0?hE~FCr5WQ-1P)X2P3&>{nDSsiZqbz~WeUY9BDUwOwLO+%_?n83g91GZr zMw1Yp(o}T5Io^3HlwsuiP4c&~K`PWZ5h@f}#Yb{};X%tgy7AD2`9TG;X3Iy&Rx33e zL-ldAQ@_-yX4mPU^J_lNab=i#f?T&)73~1hKA1G3LOgc2Ye#g}cFo{-XZOY)=MfvX zvM7$r*)7=ouxI8JDBFvZG7+R?WeqqtiAeTAq-V^+_4;LKiuAR&srpP zf28*tD;lFcq$dfnNIEl#S06q^Nefj$pH@~Q%XoZJJQY_14<0r|LQ-UI@CCD;y)HXM zBFb62QR`oAt;~;Fd(BtL$@nsCM~`3Ioq6WcJKUV>e9E2?1Ol&5eEBhbd~ZnmlrTz& zwoHA4X?C$5Dyc9`TGC?2#l~QaT@w3h#GwZ1S6HQ;TuWa15OF^3UsG}RT2jZIsJPQk zBWCvaqfWXe!uq}Iu%0D-uBL*`CzhJlq0bd&B*@LcB*U>MyKdUuJMPX5=n72*l!5e& zWrswm!)qOmxE_(4nG-*#y2@?{RllKaA75$rv?G4S{=z@`d0gpo)tw*m-~AW!1uM!% zPhFF*a|-u9`94vmh42D<{wT1Ck{X~IzWDjX(IDwJ)!5CgBQ0IX#)+IXy1#o>E4oF;Mb&iz^+T2&N)u2-x zFKMXX9zK;SH8->2FdX=}6;)xdA<{c;Qxx%5l%VIv%kzqzVTSSRl=^~xM^9ggAX^64 zU8HUoZ0e)#4t@bu+un`kWFOAiq}BHA6%U2nt90tk-lWw{@ap~8W5Hjl#Cdiy-zk?o zTUmZjv@^l{TJn9JgPrOm$rpI`i43aj@dbo2U8x7TeSI(sCo#oDCkM*H(~gt;mIlg;caINDsBL}j6Lou~(zFheG)Ex=Vz-jZR^Fcii&|1MDZ{Et zM$90hTMssxqhQzt#(^)VnuCKDdY@R>c{037cwo^aSQV(S(^=#)Lt3%POKP#q$2Z5j_(4dZ|3!J0T0&9DLuJY@9)_8cqvl_i4DrauL0@EA`htm?}o%aaf+unCY1AJ3_3_f9-0`<`a$H^@TG|I4K9G_YdhC@D2tV}MU5zW)NvG<7& znHZ0V15UzvpPZ+b;iZO__cG5*>BjkfY`U{cpt~G9|>69M$&>OV?mKZ2bOV?kbF-greBpoY0xnFw9-=J)iK(O~#GbFs*dwapw z$m4v7;Y%Ywsr%SUu;IQR*R3UQ%)<5pFY2wbZE%@~w1f~eP4lX=)xN#Z>MX*F+dZ9T zdPM81RuXYO-C(WsSUQg8z^z%A&|4=mK z=;bQb9@CpIDRjHMo+*4yW*#}=i+(8|v-jP%q*3&qx{r|oR+a2I>4ziC4TO(Y2dXFY z=jQ{*yQWeqzi}pOT=j`22QWX5H#mtxoPSN>K-ZZ;xcIqG^oRnvD zX<95Ex;pHLb1OKf&RDAFNWgW4wRvctfWNO{gbIDj=ros*G*zFN+B+lX7pg-_hQA|& z9=(59bpJRr_Q;Gh3p$0E*7xFDkH^s{K9cxs2&SXn93zU+9kVQUUv~+KllktRMI#wr z2&$(DF`(S|F?XlXevmD1^Nff(r*tLMssqegaF$uZpC;v~|$F1?bFW14=alWC${nG>;~ zvGPm~Mazp9*Xa(i-|%d?Z_?A?rpFK!re$QhdV6HBcau-0MILV_p~C5L!jmWW?<2Op zq*rvLdH(2NP7N8j0T;Go*xFDjYBAm2^xLS#k#-uZ;GilxA!fs*E|AB^v$>`u4-{Ly zIR3VY{DQER{831V#n-oC}|z6%dNW*b-8&93Iimy&^#4 zqdPcI*X)JN}#Fq7DD=7Oo6LI_UM6nkJ z#%zW-v4J!Xsh?rY)$UMp6^{9vkJVt5j5U-%S_GJRte84&V~>6-U=79;}w+?6{Hk^ z-OzVu=gC?=i?#e@Cso6n=ga5V*YvWA02e4#o=r`W;F_Q6jh<$-Y{vv_^-apnC0VSl z=d$0biv@N1>TDvJ$5mmpsDq;(`Y&#IIi{iqp>Z|BGaz$EOf3F zB1+hq@lgLm^iguv_36T&y-9?v=ll)C4VXeQxSb+_SBDIXDEOjwW8}T3dK7A3XMkG0 z)z5j8YCWkxj$s81R!8F}akMjwGZ_S^;aV(=+3KDl)m1-0@dM78U{6XO2i@j89^|SS zFIw2pZF%r;cAt@%9+gG*gZe}1^#&+W2P@56Nw(Me0|NH#1YJT+a-rW&HB1wx(wxO< zu$N{}ruYw*)m1Zp+mzlzf!4J@Putj(-?dh>LzR)iYSH#Px!YU>l4DHqO$0Vk6~@XA z7lO83ZE4yk1qE^Lqg&Qpl|c(O95^0?3ZX}Jp4?&P_|aWRxY*`XR$OJv;()ob?DS(B zWhi?Q@Y-)jr_ilcInyK{2b4Z@{QysFIu+<4ZdK7_0Ik+52}K{@s^m2M&?2iwz&I{I z&Uj|>i2gNLe-9YvR3Fw|tT_ofCsgrL{iI`q4rZw5`{^Pg+9|_^M;T0pQy)3L;tc;b zVe-z>;K&PtldRl{NLU(mI!=seXW%yyKO6@7DHFdV&30iq>qYJ?I%aa zet)qSKY@*uDG7Mhko|2!;xVt|pGemDWA8Wk^vhVPp-(_JFuH*~Ee+zqJe^SpZC>=n zjXly-)2*tgE=2VibQM>HNB9Rc+&T7x2UB*iG9A68ZP{S^WU??m5FLSdw0wrD&K!J~dU$+PgCxsf5E8ORXq~c zJ`R#69wtv358H|4MY?=n29!*F-q05H0pU<*FMplZ`{I`uTBo=wj=p>_Cu~0ui-$_JfwVXHX3dAxeI@4Hy?WKG^;zY2Mq2w=ZBRX9;b4WpnGtsr(R2 z>d$;k^YPFfOfVgjLjVz4Pa?EKFg{m8d7dgS4DPKAW6-lM^|9g(N_cIav-FH5A;>c= z@#YUcDrDa!#zJKO>L7UDDdd5{?4 z1qqyI6akfWE(@LKyQ5A6?qwP=htP}AkuFSV29-`fGPQK);+9nyO_*AlSBq+(EZ3lM zSp~Lq&XQY~#oTr%$@1l!XUXQtaF&Az%h6Y<%g}4jK{UY zs0IF4wx?v9pvf4so=x4928EITt1U*;`W-J_~Q0lQ4s_E)H4#Q zD};y8JhsHCw3M6B7L9ytkE>6l*4d|6B_KmmGyuhu}s0+2$A(I zq*ew+ub}vJ1HrWIo*3IKGO^p|9OctYJ@9A*p?@s&n*YaG96l#F!?iIbqU*;2@Wfqd zhxw9Y|H#M3Pk9wP@7!$t6ohk}0eyVu{*4QJbsKDO8(-#f-GQYb#vcp)=*_U#dM>hjotLBn*|r6MUq>0nOd;tp z?|Vz4383~veEoZfSxjLd+hN6>1PI6e2WHkCeP+x{C@yM{6cJ9dkp9Mt`Row$lz#rp zyf>kE6pSb4CIULlUY0h+{PaT;bchajFXrLhoe4&?6RKobVtnqFfymQmc;DY z?pd)!cd1Jx&1Uq8yy5o#PU~-3)UYc!D{6T6Xv&+kL@GK{2D*?NcI=t16jwPSk?x^;aavf_w3@@d0L z*tzdxk~f+Kh|Mjtg<-M}H{iWgeeCo+-;?0|u%GwY+N`w>^V2Iu&BA0DZ+l`@ z`v~@cu~dU=T-M4kto8DeRSeTQI62R`Z_tgf(-)y;Ay&S`-RC^qd@z@!ciMP6_?p)07fuwK4<`dUD@2 zI_Qn4(@Ye-YuGc(N#t1Vo5c(+`VOHMQAq8#-J2E}tedLTub&MF9+jF0>w;p?tV&af z8#IQ$?`B@#I8ByCguG)rzQKx*U5z*se*fd!TxV^2rd2`=nv!XRUF4TJcTyM1Zj~Ab z;_EN9lHI;HoR!{F+MXG@+hg$bIyJq!9OGe<3tn%-t28WG_Se7LGk>e>FOVnlmRUuf zC3_ek1>%(!561c4xrXK;V${)2!W?XjX+YaFGl<)%6NQTfnMMEl`3ZmL{;w`X$hH8A z72?lwM#ax10BMlr-py-uWyaQ`__b!>BR zT>SJ7#C=nRM;S)AzO!Py5wMrqB?Vgk5l@;S?R5COq#%Wbl(iEPRgurH5~l3>HLsn1 zbpAeduqLSUbk&%J{zmzkWzD=$2gpo7Nt&kIsl{X={BXXp485*>f4mR;P=H32+Gx~4 zjwy5Kxjvj6(lI-ho#ZHP!|HQ3Xy2uV%c|I@(JQbiF2E%~JZ#gR$%CZ_MwXv-3U+l# z)aYu$$)iI!sGm#XQ$=)g&vkus3zIoWoD98l{Q>+HVq8ZT>N`MeF=r~D)Q_tepNH%) z?47RT_u3HXijRg(AFjKQWKnE{N)BVfho}-wj?$}$fQWPg0*XLFXwvyqKq5sDg&@86svw|L0cp}(1cKDF`1U#b?0xRJ|L)}% z&y%&r9OIp1mNn)W?;I0vX>}OGP!j`uzK=+po;ysrEeujJj53Q%h+1Q_pK4sK&c-z{ z6%!9N?G_$$U^(+~sAB5*gh;#@qSQ;SEwyDa#!{rPbDowhQ~>6==QH}!w+*QEKO7G1 zLS)hCG`_x6Ab?1~2I!761r+)SR()};)E()AwsNN6oFIRtSIi5--BC>FfShc;3#*M^ zHk?Hk=D^}cvL*j$q>Z}gnNyoD;Cfy$tjQ6J_ShI@b@TKZYN&W`hbB#cGDYeWAj;pb zm;i9%7+w%M)7(qkH-SkT-h9%x&M<%tP;r;Mrm01Yml1L>REo^tVvD}B1M^5DQg(bI zPkX0Q_T>D=*f2V&KOv~qX;qx66a^ww(gFt*TqP*Z;}u~7?B zw#4vSdFvAkfH=7|GwWb~x0mON{-fCetSs?x>~K_ap+}VlCF0f0CQr?}K24!AmJrUw z=mJ;&d3!B{b?tBrZ{~C68{ChN12jcaYeEoiX%v^(o>06W^*$Zs21Q&))Px9qp75sK z>*{Ltvqe4`mLHXMyHMn`NwWcXJpa}EQ(yY}cc(O?jUsd{D2^-58U zHJ+Mi_Hy@zk7N#ie|W7EZ?-yKby%$Ecj(wLc)uBFI~uhBfwtou3<25%?0Vn&b93h5 zmhG5mb!ZI(V>o;xzyyY_uUE8pU3?5*wNNa#76!KDe!(LbTY8D*#%SkcNvKgGs>xpNpqh>iAxFUg=Ra<=btsdYhKHk1|p+gC#SYe z@6;_X7y80k47cP5uuRa1D(_NJn(gg|+@^AemZZRQcILq?PWuhTm27X-$a2=}7@^*rAY|v-B-+c$YmOI&e)FAO^9;2_b zk`u7GT+ha8OJ{tJc++18^e|&^Mxb^(Co!swhHw-0X6yh~Eb6%-&gIblS&VX9XThtV z##goBhLpVcrm?6_yWT1xhVBkxJ0XkOrz2$m>l*sW56b2sX}6P2(bKXP+-L?YJ~K%- zyG!=!JFG4rRK8kO=Rya79cVuCG{COG2%NY z4*`;Ewi8#2KRylAgT4hhQk`DVc5$1T9#}i7+l8c5@thA?y2~O|o$1CsDB*n!!4=$K z`qd@FE`RMt0R5WQ{`rG$Eww1{3;2aiJ2FV2#gHW$;O~&xcqy$Tf?ql||I|^FYj{MXc{YIwk}iC{o#-%dY}4|Vfw^&nBT3Pn-~H*% zoVJ9=-W@qFEe+@}K!BwaxfYYM^(E~1#c~uvy&%18{-O@0La@EGy_W{}lL;Qyz~J{D zJP)qee$Wr&6Mti7(i?FPe1SwCV9gR|BoZ=0;h>ZdUao;AE`1_^_#hEgTugbtpurEG zmol_xumq2K_h^ikFPU3Xu8b=|-(ATU&>gFyV^tDpBUp6u&>B)65FXA1h;FtrMtkC8 zfVH8CDLRh#iDUDl(d4EOHsw{Z#z00xtji&5Q^U_}eSn>9-3?wv8E0A=^vRqv>082#j^ip;Eji*y2JdeQnm-j(v1H zd+O6NM#f0Z@6^aO=MnxBtiWgP1Tl$s<5=Vh;jQ&E8qS&kyJx(ncm(nW0 zhaLCTbZf#Lm4E8-t;FpQ;Z?-eFZ3ccXJ_VqNx-&oqWc%h=g2J2mN!~kJgn9ZrMtlS zX{;E?MdTgmf}o1~t#|mwl+=CWxNUvQLT=v7rTFifSDvw4Rnw>mg&9pm9qN@4jPvoT zjb*u`vTRxDvpXbi5F?c6tRtJx;q+Qj^qtMopGxCxt-1uapW*jK{A&%@P9*tU4a6@T zceFQzR`zXjCtx1|`;uFFB-zKHJ*Q}uT?N!N{{w@I2!7#CG|YnX5qtf4sYJ6-8)8ny z`(6Gbm5=Itr8T>qPFy586g^1_;5i(K-dMB{du-@jzqOr*R{gM#)Lu-*B8y5J83kzWs=fyNvwzeb0P`@eqf4L`-- zy-$`*M5)6_HI(LyPp+<~J`cnM#95DwGI7V|-AGk&rL-dw@cYKUhQ!^Mf9CqRqC$*^ z5(s9xmL7D<&LRmb($RFSL4SfZSqpu=`Yy`tbecqyI#8WMP0BA+ zN4wlI4?WVc21jF!?KId-k1&I&frkp!oqV*C3KBO_w92`n==PYQ5@+C~7&EEmr_vjB z$7I!N;Du}Wtgpl%pHNDT5u2^^t4B9rd;-jO1jD|@Axzq{f@3ro&=MXDDQQz=eV(tVR0^g_6}xCXdR&yj>~22#OiB5meLoR%oe^MSCbj>`XwjeY|mvE9Ter8->ex_zk|BHP1~|` zFS*%k(#nWXh;|SUFD;G_Jo^Z5$;)aJxJ^<&Eu8~SC9Ic2$UGJQrQg$miJbLwXtB6+qr-hVy(9wH)<_!^YyO#UR>^G@Ad zfI$78-h%Rwd~`1gl?#GO2GG*m;f<$%`;8ll(S29oI~LrWz#BZ#T92<3Zz{`0vbEZS zL+zp4&QV?Uka{z}bl=xFHLx!P6(E}|ZpjfTrWY~)*KC6~!V#`~}kCy5mMH(DUh6y5SdkQ-98SZ1xp=m9HxbTECZby`px(b}fXe2x5=o zEA(A>6lSPHZt5#YH8VMAY5+O$dE1*U0uOZ1Dq0v0-~M!ups>MI(Fe(f%#2Jk$#um? zJ?8Re)F{@vYZT?6QO;iELF|K{?5(zOq1%gm%#hSQ8?@OISC^JtqwdIZyYI0V&K}Gx@=pvSN4gQhpW=TI3SBoQ;?3h!BFgG zNvvDN+}#uvRwKHj;G4^v9~OosQ+{+(YC;E73Hyq5G|C?yq8JO^?>aSgySwfXnyz7R z@y4>jw5Hrjwl%*^@&)WB7EP}YI@16mKh&(7EgncIUr;XL0oNY`Hx>+Sr57?p4Y;{x zaDACkaZ{(XV;M{ngXKD%*2Xnntub!akPCx(305Wy@ z7eky8FrsHxf_UOy^>o(r2>mGUNMpyCEk^skfEnACUd!W&y}yX}g|p`Fdv`y`T#;rr z3OTxA;=XsYXtMTv>cg(^8%MnqH{As__%@z~a~%k}=w5`g_&en_>4$!#l?6GH4Uf!A z4L*1SZQk+=cPM+`s1uK<3vCJ1(zm25&c6O+fDj#c#$IoXd4!ue}eB1nJ%*GdqvZ>YoYTo3j^ zC)tEo6=sNT3lJEb6pV`A|6)u8RK3Y(4fi5;Awl(d55r@=P5;DX`jw?Ig!Ugqt0dz` z>4%a+a0wAQcU8xihqymfy{sr(1dmp^F(UHwBo}tV1+Pi{{OSR}eA=_=ajK!gC*&)+ zvAQO2t^v0gq#H`vu%tycOi^8hC0BqKrhb(Lm)QL*XYhWjNczh9w}<82vjTz+A7u4- zKu%zL5rl#}5AP9)w{|nrb}fkcnm|=51qSk|Q&mL{(O$tcD4VY-33Gs1@cfM2CIVxE9PQv<0 zzu}|XCgQAi_OdIyHQA{|L5yMyfBteKYk#J@)!X{FM4Ydl^qYX9Xeyub-^`)6dXV9C z>aW?3m7^34cAOS?CrSZ}KdyG)hNAz#DKi5^xY^uka@-bg`?4n^!13#F?U2hF8ozEs z_x>y}yzWm9`-&%hqI_+0gjvWA5Q%4$GQz7AB_%}nr5`wwgh1_%itd6cR6O9{{Aaps zS9_tm5Cfs-wii>dM?~fiU2my!V;<(HixrL(D{5%V1C7kbhgJ@yk{mD?9R_0DCxytof z(hE(7Qrio;A|`EFHGVdjceI_eD9MOr;DX6Lt~Le6>Lpf%kj^UZE5Lo2cV7+?LV#>& zZqS@YQ8-UN*`fvX_I&@XKAQyP9rio^a!yn}o>7geBm-vOu3jTpyEtE=(0TLeDXrFX zq^~J?$yx8&T>_#=3^NxPFRn=HaO1s9kL1@Wx{=oMsoh;D4@-gDE`}aC_UAB5Xk&|S z*IdjDNF_XxYtJ9o_-}nBIzX4Gk{3;4E6v20)iYZMf9VPu~hn|vN#MX}K#TPcDSw$k$ zt5nsW3GE3d2iuu&;~SMT%adHtp&OQQA2MXW7XSxjz`O0LOfPg$e_I5RU%D%YTQ=k( zsY|k!AliHY61D*K>`A@kEaG4?D>+BPx3|^4L=I54p6T&BoeKvjcB&UxBx^2d=iOci zE)mgUM~b%J)%q97^5+^4!U0GE^*t1 z#-G;sPH`Ic;Sat`V^u?M+`4fNy(z&Q(?kl^b5&_+bgo`f1kzxJ%_Z5sJTX!mGG`Z1&hhN_h>~ zULZ;5PJ~nLL`z@34&qT(m8_l|0~s!FK2LG661o%XqglB8;3VrNbi0x&airl=tT;C{ zs``^GY{LmY_=>Q`EO;9OfR0tX?c(_lM`H@#s|xjxwahiLQ9g9E+Y;ACEIc?BV#$`y zlepa|{`6d&IsDhyJFe3XB8EMlEDL;_`Lsv(9+F9xSo?$O+VrU@AjAyrC_AQt|^B zPu4?GlfzIP#08#fhY`E#YZwJTAMxZ~@cV?w>TaYMwWpOS!*E!_@3u@_71lwYD^E7X z_x#dL7Mc4wEgt=rr6p%eLtwkDzOHf4xZs&GJxUCcg9bR27BCZv z=z@{N9B+;oJN3xqP7F)+JKz%F$21)zU=|6)K+eZMsidKws~Qf$F~&c+bZr*kR#SeW z5d?i1orO@JSd1mjd4Zx+O0Q2?1B?)ws;=?fvL=5mjcpnbQUXeUa8`FY<;e0C=1uaU zprp=FyYa!78^`o~&*ouiK|iP7Gw@u^2&ShfuPy6BTB_RIA2-r2Au&u89CA{*<^vpM zCeFoby7Gl!(xsXyz7HV5krjSuBEv; z=_CKMHS@GkSKA9~iV=oMJ(8H~W|*bP&99Ss+LkNlS0f;ovH5IsA=qJMY$>#T2BUMZ z{ks$1R;K~A=**Uw|Lq0!Thj{r-IIwU$+1~+*gU29w2&EI^!d|t_QTZ_tRI(aJs(w; zCI6nHNpaGMt=#oJ>G=`Cd-flJ`goEL)L zxh}5RoWJG`kGD-Yzo?J<_V%dv>L!sL)73unhZ!woJkYukVl;cxb*a-4aPU zdi_FRYGEy0WCRx6*{znoZG*U7o*u*@C;CDc5~_{6 z(65{cBP*KpR>{?!Q~Z+|32^*tLTNn%U`-8?X(FKdcMe-o7e5|TWdt5M(rbS6WQ1HN zZAG0%9n+f@bgp_%TVw`;d)2`X9}}=v95tQ3RX&(>%kjZ${J3NK2(Za`mi$GBcy$rx z&Ltj@TPttFboR>-aQh5Q&btS#gm=Op0n1Od-27Z&usQf0A{j8*MOV}_z(?t4W@PSu zP!a;zCDn#dJZVH$pJv~r$G5&+oj#|l)HCu!_*D7~ewmMcwykd#vKhkUJMT2>04E&c z02UTTUnj&`Tsu*APk}6ip{JYvaI#9-#9|ZiyZEi}l)&WP7Aqc5gxqKOigA?`K{nv> z$VQVqj0Vf|%@$ff$@2beqfi+a+HZCv#m7$)4q-h$IX%kQx=c;cOsA{@y%pe-$~*Qf zQJ`~I$7!6oJ-fE?&8=GyfJo58tr4k1*|R4+>J8@UMOhf-iqrY3v^A_LZ|J zM=Wc3HX_}!kOLaHR^x|LYsvX=I&mhzDPVD{X+0)5*qFUQLUr)_^)t z&WUw7%pK%Qm6wo_pQBYji@GmI4~JmAPLb-k)}f&LQA$k2&$XQ}w&zkpo(-d$UlYUX zKsNm$`F}0sKo?3SM!Jy1V(z$W5~2m=T(h~fZGR(C@+vusnho0tb9o64R)Z=8akvtg z7L>7fxau;G<9P4!q;@C2t?ojK(Z@%5mb++2sJ9(6c(dTFI5H#K1V^67Z@%w*0XW1V zhgTp$u58>~5LF+Xr>lY4|! zwpgpj-D)Dn_Z+@-*B-Y4(G*~U_Q^-LWy6bUl9KcfyVXzq9Bf+wQm!7EN0=pX2oF+nV1z&nlGS>n zTVgCFvkWLX`Ns;YTR4fZ;@`78=dw)q zCdSG=sgV+Oy(gRn;)gF@!axMa8@K%ft zdbK|mVCaUB8U5D8GNeRhRl6U2$?9 zXP)Qw-Ne{}ih*9F7uL*aJt*Q$H?m|2orPo|<~#X>)fk$k^R$hVr5Hs6Of)!p{OS-} znOFe#w^IKQ5Y&&!w|8{HGh{s)W&Rj42U_1 z&td^$2szC)>LAO1F5#hfQnY~rW)S=BBl%|y5*tZd*FUeDvQmlc;2Jd_XSIrq-bVr8 z+Ex4Yx1KNA`Wdp{uJ_#ayZybl!t3wgpsF(sfZ0)l11$!mn>xYzYI&GXDUJQ!>?b7x z)0@QN_0KbmSUnZ9kCVT*etFm(4(x7KB!`<-u7l?}%DCx2%%Lzpl|aQ=K+e`|)f5h? z4SZn!pkr*5_`t^pgZgvyt$*UCPdRyfik!^EPBz|tdR8wmzEDIh)zA;yC|=T5?CGUg z$H4dG+dPlC>G^JTx8^-LZAq%lH)q7&0Y+4w7?v%UcV241brJ1|UpP<#ZDu5#E9li6 zO*HtH5k5JDaMAT_YmND#Z}%M?@%?ZBrw+7! zTQ(bC?((SbGQ;UKd)&7<0PrTX@a$J*s$L49F!hjQw(8|S#P|y`V&SA8K^%or+XI+d z`^~UUAQ2aUK8!OHhZNT{nRzSWL57-b`8(UH1HLp&pZ-(ZAOD|@S?VdUugNj%X+D}| z%RW@cl!KUO`pOh~^fFxcvohyqoZL=plu*&$kK&RWPRa-|zHF9^0EMX}zvQ$_cS=R=jLr+4~qclp5}E=0S&_blqHcpPd;6p1V)$f>nZ_Ytjg z3goo+orDA9hNomo50Gq6qa{c;nSg5rhWyosKdg)sOFef5Z$Iae!{CBo{7tFdlcP7I z$Y=Pn2AwW2V*5Pd6n{L4YEt8*lJA-&+#z(j8vuHvixR?)DM`c0JUxI%;pX^>o_DQz z`2_V{UKVP*2wgoEUhCGwvPjK-72>LY40@P3ucZb!1bY$S$4-i3bd{lwIvSeLIP7=9 zS9Xb_G#`TLhwfMa-p^$QjImZ(Ry82oMT3JI;+uXxACqaaoBCvzPTi7K*$KraBt_i5 zXV%+p`9(l;h<&lJ4*EIw>2_V4BCW8iHP`_iG@>< znzCRbB~}b*b$0#Yg6XXZs^3_d?w)^yk)vk}IJ>e5D_)Yp#>mpT3M4EM8v?8^imODu zaSRWecT$imr;5tmdxRnWttvHssK55@OCE(rwI9EW$o*srWhw?DMHwc!dJ}g(?Opn= zhreZx?X2d3WXOCxN$!-5wE=aG`RX=kvc$1nA`AQM(SW`5#m{tsm>pH~u(f-h%o+^O zq%{-bHnZPp@C&)W_MD7249rxVoy^*HSmFkSE*d^NX3aq!goQln#s(~8i>|jhY98%A zKjqZ(zQ?7a$3y=?Ipdg?Yc>d;C!7$acMS!tfy#!*S6Yl@({>^lfGE=iP`j;XTG!)o zZ47QuY*O@O&=3%?m7j*|Lg_Tjc={C@<*H2OCw7z}G!PEo@SK0aC-(D2%Yk%k8k)tv zmSG}rB~o|CtHN&|udNB3X)hPxl4p73WHGym@t@~b>C-bUTs9u|G_SH%=bw7}I!n`` zW+)vvSk>UCqM)rZE_|w^aA^!q<&nkT#wF|@D*rwW`zT>C*?yj2d+&`7hefcE@2(;1 z{phYXH|qlQcSm4mTh))Sc3m;fwSEMkfHC>mD68r>2!8jWM>Wm{+E7D<$_(;Ais-!L zo`}-ArD$64y<>T(An1w{EM8ZHX7X<-MGw@?$u9+V3kJpDK)+UnW?KT0Dru6zh=8zV zzJ}QBndR?e$McJ7ujKxu5tbq*37ZzILSi(2@T@-arqjHu*ajF~aQI-z1$SEdT8GN3 zjI_lw>O;$eHW9=*ZExj1T+}vQ*+}|6V-s1Y*VV#_kTT2@a$00l<=_TBPq-Lo_4D{s zW{cDA9u+V~P5D-?8f+ZL=3if645MJJ;bxmGK&Q;r`-URT1GE6-IN_!R=o1Yn>0Og$ zo*EF3@&Y1Y#wo4`O+JL8kDsqF+Z`4pSshIt#p0|kCox7fDg?o58h^Gc2*fU5fz#>Z zy4uoJ3(%&t2GEK_h0N$iiv=LUA%3^e=n!&#*j~Y~s5aE7j_;(VwUP!>ZFa54^I6-$ z$okzbL$Xv|R&NW>s?B0TlsF~Yw9v~CV@6?PlUkS~)R;>IatrnYGxk9@ep%CesuGZH+d(abEvl4%Ck$}%k zp@`Y9DyD*A36aYc`^<*nnx5jVnv2aFN_0Orf%xgVa?~A8eMP))y&-EJzN?MDIY+48 z$`eN^0IF{K)W&6#Bx5S*5Y_l0%k&v~Kev+QX4U#{*R3DLiXXaAf3E=7F|3v?@K%>@`YGBtCu(6$W-DO1oYiw-9=5cz9$wZt^hso&HEoPkhwzK9H znP)T6#&#q6liB!;mT!spsbf%zg0ABMZ%<1ww-oV%Zo-NHJ$yk*vle%~PgtKL7%7>YFFnJ0{m@HIu`wj+{0lvQB@{ z=6Ougy`S3ALY+A^!pgVO+dRD*%ERn2AN<=SH=Wy5iHhe+_2ZadEs{V*me%|Let=;a zulnVR^*l`DqD%yNcx_=;yoRYSSHQI3J&2JdT`s9SRs_~Iov^zVnBi}Sq16zxNO)=` zq)>piUYscmI!h@f?{G;-5t%oy8K(>v%ratu?rb4GG8N;Ph_@9cuzcwJc=G%@9AoAN zJ`%SFmamSFG}Fw$aLsU(t16y(MwyOJ2(KjU_lCuoimSbkzoUAT+WmD>nB{m+rK~N> zbmW|qJ&**^c@SM=n^p)uOE=?q@5v}YU@?}o7{FilnYnH1IuaWh5hT;fn~6_W+E~^z zU0HcP;*RwQu=KM+%jA6ExG)l9dqwaS|1IBQlN}t=Fh56fp_Jh*wRvcfhkxPVx$r0R z*;=;(7yT{6_oJhCJo5LNn=z#nP)9I^#2zz7^~ zV;|IURE2-4X&4Q``UPpu(zq6J`(#qv}>GG9!^#Sd-ZSTb*aWEgY&be8@~#JCOb=B zi84)gUeqxlNi>CEL)JxrX0qFY{6Ex8+yC?F<6EWvY{U!?8_(GfAp!qH zl=T$BhQ||O2l|Lp`fTa)#cnmKb1F>sF=4Y^DAT)FSC5tJ(A&ZsEdx~u` zi)%6@zh?9eAs$XA+Cg_m9aYbMaqa4S(fV^(Ob+3s*I8`6NZ$X^CA+;6!56PL8mF^^ zV}yaPxvMFY_uR;eK9xj|OZSo2-g80ayH-D~!;!~-IK#OnlEI9gR?_%D`A1X308JYQ z+s`#+*qQM?do~#Od{&a0Nvhx>XNSFz(V~*Zl-_tk7`IS@?aEkistEY_px)`Vk5MM@ z?eEF3_G*j;eGxDA<)W^>YrLl}t}XM1FMxsq2J$ZEm>^76oG;MIAVV-ZL?GqzdELpV zDQKSGGIJg=SLweSwgSaZ= z7yWSxI8Nn6&_iqf54h$Mu;WtX z5G;KE=p(aVsbde$QF)v?zo?(6D@Hfw>s9bhzLCcMA+*S|s6qTDfEi=Ch8)qlb~^ig zY_QJrKT^9(JdhN4-|sd*##^JwoO5gbaHFIHf63`7;q3&>rJ2iFSAGZLQ&%(~Zjt9YJ!;L|kB z<9U!{mTa^tA+^%>CFjh zA9sGBiSKJZsS8~!-pQ}M!>QDWRX-fp`$RsLG00v%{0M|VO?LWr8O=y?Jt){^{a#e* z9^xUXqGmcfKeo<(LJP)*G2zbQ@}p-Se{2pnN?hr1zcM$>HMmDs&tV7}ce|qXnDn)N z8rD;P*^hpBbaR%{Zedd)whm^@P6$SL71N2pL zpO4)%?ph$=(DNf0hxaT_fGj_&nEP$Y#*=e*y4`vP)0?++5^pxHo%USgLC1l}E_@U>nMuhZ5 zWDhOoZeW0ti*>(`S5zt=6_Cz7DYqHhEIFn$TO_}}FzUSSjSK#KJ2iOix%n3YtaK<~ zEHn{TXyU{g&#Z|n9~2k0uX zFQYAcXffy^IO5FTzIQZaJm2?BwE||{v7$DGOUVFi2gSLeJ^%y!|H71Wodi(j{GU8L zw-|n9i~euKJuQf`i2q62bM|^Vw&KPAJW3 znr)=af8f%uHAUJ9m0G%(52HG%VJ-v}6W*ZDy&u>^dd)e_Mom zqV{i(Mr%M>1qT_Fe*}O_XFHp%ozS<4+`;yJ4L2U&iWIniL>nqL0amtm@7pd-DskkX zZROPA23xZIfVIureE)?osigmP z@Z(=wYJR#d@Tp6OUm_`|;s{Ltz}+xl+XVCrE{c`Vs=#5gw?sf%D-tFuZV-zzvT_D&(r^PU~)C-pXhH9{-x(| zVGD#H=*h)jHQcm7L^+u(cw6wlx?3GO@Gm4x>dge;d)#TcTKavFcsx9r1Vph)_N091 zkRw1a(WA}##eE&k{;Gd=emMT$v}0{d&I#!K+NC})J0HhocSlWz<5$pCnHfg>Vn~{c z?lsGJj4|3A{a?s3BL1HdJ^hzC|I`fl=l_TI{Sq)Y;Q);EgG|jX#wWc)94QkEU&a4bKprTo7BAS_IB9IpCOl>n| zS?+4G6ah^^MUm3f$`mUR1vi-~C5l@>K=8k?dEW1TzV)y5e((RU=Vz_f00S5IeO>2u zUdMSH$LZBW2VED#R>2?$TD*79?jsPSTM9vQw=J9x-XS*pl>+`VC;Eu13q)%+`37Fh z3vqUHhM?j!z3D(*@cM^SdwilHXi2U1-<*cXXU8FEnzMJe^U*l}A+<0K>66i;wmxif zZF|>>eN4Gn{Al4Xw@*FY@Q2TH3LW-C()oF1fB01y5iNhp-);Tl4}YD6`=iN!ZG1iO z*W2gEZ!=$JN;W^6cjSJ0)0(5Xi+}uMcYF8U8OWk+7}t1LDOGHdO}oW;I%2PH6``Vj zX?r+k`oR_39Fl6=c5QS1x;~?|^~#h-+RL1Mtoj)}@1LguEyt7pc?vDc2>mU zo6=MvPDwZSJd~q$yW(K42w0gr*?4GLaI@12g66l6-aj>>VVoLv9^2e0n%hs*8Ro$r z{ZKjwqBq9t3JiDCCkfhDjYXoPj(Gy;y!9_F^PzAjRHjGzT>zsbrM#JL@(5nnN-ls_ox1)rumVU8XD5bSC1906*M1zDL-db-AymY zNEdi`^a_%Ud;HM8RsN|Z`O}4U-t_Jf<*OTdJ#(P1UT!&T`I+)3y%stc4Pa6#Caxj^Z-97bX{Nt7#BdP>(zq-fHl(vK_^#07Fx0$>Cmu8Q4;{`qc4nSim1V?Dpf zqjIx6dfO%&Sy>yiA9fnVh7)3XYPq!x_th6GDnypqegn5}2g*~a^m?y*4$B6H1l*Y6 zJu6RPREi5*>{L-U6?j*h(_?}6?n?i4Jpr!Y8~N8 zC7;@9B8jtM@LFGUX#J@LP=IZL z4vr_PvC=DUyrJ}u;|$5i1=A^gfe%~;cBR*rRA76jtjP^s@?i(U`ge|`rOgBNBdA>J zM8&C|1$}!l4j6Y=q75Lg(Kgxxypd)masfa^RhTnCklf0 z;cN1RA5XLk4GthOeu&2SEex_NyBv8(6^@BkVYwHvZDotfMlMbChehZLEa#4=_m(xQ z{BqU5f3X-L1VzX6G@))%55(dwOLdzjcOH>N9Wl*a3zhn|pE zzj>ae-w1-ApPP{5H^1Ghw)pqIi9U8`6h7srk2*6XS8GD;;1-ffyOpxYuIa%JBe|8K zqY4an_Uq}mojYa*74rVZ7S@Uxqg5o~z?N34W(qd*``GA^x5^9Aj{}7Rxn3js&FuI~PbZQMK5uEy zhh4yvo3RF=XHzJ5_-*ta{KL1|i=m>e8+ON{FP&*OggZWLp2y4F8m2S+`$J-d^mU{8 zu4`B}bH_JUL$}D-(kr^8e<2i5vD`*KAjdDl^t4sg$By5>MBMA_anHfY+f@mD{b3Sa zrpX-WSJ^|BY2M7Iv$Ynund0t5CevVJw}>w39y{H515H}7jsw0z#g{f+VRLs>t0age z?wTI%j^?{-zcCz{;@4RX=v42xPA=O(gv!LBZ~qm9;;^<3GELs_=0L_to(Frf7p=`a z+mY(Xljzj) zXlk>j|L6+jDZfiXfn+!O>N5=ZPIND^X0MfZ&r#J zey?)}ozTK-ziP*0UrS_qhRnS0*pl~&1%mrx_FaBF&UTzK`Ue<S!g=tIYu(fp5k$9x$uM^o5RR53cDCL zd)=+=AVA%HVfv&K==5p(=_xyfLFe2}-@!=0a22XUohoDjXp*Df@yjga!2YR<;C3O5 z|Fpx0%>~Q)+drQ*7+(Bz!*d#7e9&?HK%7Q>XME6MV{CX zq6N?yvDIGwZen2In#~p#mlo)+zL=Yv`$y-LRrJMOpkR75|Wn6@EK$BAs?732L|5C}{g zH_O4;IBjX%+1ImE&N zZ)EH8FfYHgo%7EJe=`Who~8x(n3bwG;dHsnmMz=6v`}N{DP)huz^~(1MV~(X9D9Je zgubeTkLO9hiTt4#^-{0^TXyb5X>^Wq5qSSiOWTS)Be~7ZcW;lx{Z`gxj96>1TWo7| z`SsX6!$W3YtBLA(#l!JjM$N=y*R(drTC3hN{Fy@TW060yt49xNFJJ8tzr4P_{%y$Z zERsymkIaRWrlS=559^f%!OEo%h1CQ+CPw#5d}`PqQJtw+o}~v-a6(<9sVzFv#11t{8g2G&|fBi9W`Nvv+qxXLwHtAG{jD zs;P>xlnk8Fqk#sG67JIpBGIA}V=l?Ylb{y?1$w1_P-;qlb2SMyOJE|T&&};V2edEf zgf+wzF10rbMPpRAvFJL}w3DKBa)0Y!o+zJHwrK?fh1Uy6`Ct6EK7^ythCekIFPZGIkT%=h6wJc)m;0`~dlC~e! zt!AEZ^~<3`zJW}tvRPM<@leIBU--EJ)S~ zb!c!@e7XJWJHsxOdW3{Hmv_xG0*hTvN^z>ZL}or3pl>`cqueKyV{=Ox{%cP8mPKEE zpxYBxQGA+T;7Cb{R1YfazhAz3o`A^`ENINqzxu?&iKbV|+fnT$g5}|U%aHv<#ar4L z>ENIj`$EMx(;Su0rt5GKbqv{$Qv3p^BMyvSUw z7_HSWQJoO!;G{F3F6iGn#41?r@uJZ3!BHpN#7BR5nCeGe9`TNKV(el)T>4Mb^#sNd z0WH6y*oZ%Dzq-+*G38EW9@hy>*4G^^Ov2M>%)FD*0s__iy6m&%r9!<@YT9JHWe;LW z0X415nBNByWq3I3k#zHW>z^wu11B-f?O5GdUfXZQokor_SZSXo>JV;Dnd2_n>II|V z;B*Uop7k4yApPw+QGC-khiXZ9hdX=($-T-MJ=|L=p(-U;JB@bNJ2P}UhjRT!bEz4+ z?5L%M!Rpqh5taIOvd=7p*97|F7v&dPhr{6G0eamCkIOa4Rs}&$+gjad=C7Gvs-)ND zX*kk*Fyn)&woa9?b*b!I-?HDE3J2b zMY-W}&+_((SVibWXA^&UrHcyRqw>F(nK>M8drUrP`;^u7krKh(1%f@;S@s~Z+NYYR zQHb8euBmXs+X_=cBXRIELc?F$$|5Rnju7RQf${OIlKv|a^=z^dW!azmp!n&Hzx0yE zWye2T9Mz6(x?F+c73O(mnzeX-6z}s46?@aGJMgbYzWH=z=(fc+alGt_Jkb@dxEl^_ zxp#V|eDpL%^Ni&ZKv8}2xgC$bX}aLUBhmry4b*DK&NeG!FLd&k?nZYOrMq!KE0PdT zI0&vdZ>b<_nbPBgTfD&;v!$MHsc?k9qbuV>NA=%t+Z|S!X>RQy&*Mz@TQ*)z;N5HU z`s{=jRcIV@+VEf9>-rp#F%a}cHZ1hRRIMQ053*>X3B1rTdN==A!*m(Xv^#sZx5DKl zJ}cAy+;g!{eoIFWmf=f+AHv>|(TP&Zb8Z@Gy6<3iLHyh&01R-*tCi*KOw&d1FdUUrjBxMe!fi=3i60(H2-^W{vp*I{XuFSR&=W4;iiS6i{| z{kDB!ns+M!D1BwdoCCElJWZh$AJ?9Lk$UQi7y6_ryACV}xny3T7IZ+{T~P1bCg(t* z+rY-sK31*KE&&9Uu1vI^eIwN2| zp92JQ*0EA;AKxU^g-S8>y{vWPdU|?+QBhm%<3@j8w0Q9yDZoZ|tnS~t_iRxm-JdO} zARRyccVVV&be_lUC)d9rxUH>6pSttzA!F!a2Y4cp==M%1N4@=K_Japz*>f;N#R>l3 z-82AEsN$?Cmc#)s3vaJF7me$}sAOfFuKYR+Om*iuiZ&}uo`3YC1GuLl`$!Al@}=EzeJRI%rS~&4-ISfI z7&Cj4rm8R-M9IVfqP**D$wwo4w*jDuwJ zmuzbBJVnLOl&2Kh{jX3Am7LUxbS_K9ZN`-0safLh^ASJ!_3#Q~V>41kz9?Jm;x%Wy z0Z#Ir-%{aZm$wuh{c>1XmYzF#b=i6r(Kej&Vz^=oAeV81db+eAEsG4xM$Smia*VY( z;RhN?R+4>Zn=SgbiMBDY=X?k=F}%A#lzP)+ea@d zvz>%;j~um37|CyTFt|sWQT2>a+@}wW&td4`07Q=7?>zNne|k-%W+3ve2=$&S>MRaw zcrKme`y^Al4~uyn71%%B%$U405pwT|!19_XtS6UePeE6noA^k>s;kN(V>zf!&Q&um zpea4%`tuJL6&eI06Pda-V^$QQ=W3+z&KKtRvsE5v=(??rlQb=|t#f9u%fc#HY&ewD zwcHzvUaDI~`7zX(Vzyy)PT5giL7NxX!GT+`KOh>kmOxsFQ@vqS zsybn|h?$2i$gf*dqWi{hg&4`O+0x8A7A9Lc9T!W@mNT)jCfalCMSY7|i{S$&)fT=i zuPu9zC@Dnu1xr#k?>%Da=jv5L<>V@laJ!!fSq0SH)A!heTC}nWMwM2*Avb_~*9lPD zGW|Zj9hCQwI1|1;5joVYIB{C1Y;Co+9`pWz+!n9tPZAS#aOAhB{>%qh0dtKe!}FBc zAsTwIsr>L3s%U^q(oDQ<@fk6QG=AQzgJYD_?&@8LRvUPm9cN-4&ucH+y1G4XjKPwp zs%8OA(bmajp=P^1?@@|umz?SQB;d!mn=EXYQ%Y{A_O}WKR6=#OPEy>vf}J4Q=3E0v zi8b2wNL2ReW91Te`C+&g&PA-Y*76EzkCZyT6Q)B>x;O zwRy%oUwH=~noMr0&hs>wPw}}@$jb2BwrZRIolMHr3|`+@tCA4OD5q!6hR7j#+5)}j z!;C?_UsN5Rcj0{+0-x729M#wJ53TXfrIL;xO*zT%?MkIa1j!17aUgL27uY!wI+VQw zz)#p*qM{LV_jYWGt(~2)!c~sd`w zw%|W4(BdB_yw45wz=O!U^lXym-1C?{bf?OQ${$k@4i0`1w#O3B@%BX&kJ?HevqCmob6VWAyX5JO_8oA0iegK9(s698`Rd07 zh8`dHVX=nZLI$zhj?d2)PQ^3CAn{T3N`I3-xn?LsbtMhjoRX=htJ^E^DpL=$Ck)fQ z2yoA6C#t+?D*?_MCQ@l7+GDU(&TufE40%0vv2B4M<1e#GCNGo~%w3J>^+c!@%)y2< zxO>)1Sep4BPmEq|OhjV2glD}DR?LW3@;RCq5&KJLMRb1%HQo|_$V>W7YC8uSj#0^m zX_m-R%h>IXU~LhbCc8l?FJm3PS2*?s)a(5vZe}^s1J7CPY|ni&@8Rmhw!uiaL&Ngx zXtyB2L>q^%g+(-$ZY%5+NlL-|MkpAZyG{#BF1R!;cn?8^mx$}~VGsHYT5T(EE}miL z_4A+{IP*v)zvKhcz^Ccc*?+wwB<7>)BH_0xt4*v2&R=?S;pf?5k^qz`GW3joRLFZr zQLlf4-MS8fDEU3=()1d7+k7ZssZ>BbZd-awz?|#ssYOT&$ahsUqnA0i*`TO9T|BP$ zKZQa+h5|MUf?5`8vDgAAr%4Ogz$5fx>AeSE0mTyx_O$l#Ux=)vf1W@EYtVb(3os$m z*rLi~>Mmst)DqicW?~*5ZB_U{`%OHcdKUEfSH;~NE;DSM)Kp+0XtNh0QP#5|!E?o? z&|hXausZUnr9ZD#l+7-9gV}hL+!f2|5`80R&b_25Lyik{>s-Ssr;?hR98gOVoR%wcD)i+C;+nwDQP zToY-q#7GmATfS6-4D@=b>|h|oVOjNx+b&T@j&RBc=pBUHx(=e)%8apWQEg53rgjF$ zYsymBPt{0n(v{BW)5D@j9=!ElGv|6os&=L}oO7E6N}J!wa>r+(QsI*+_8iE2F{qBI z^`73iH6`n~u*(b=A^n4AJ0(c!mF*iqjaq))?0B;upI~@PXk+a>ldY@w!~v0~|I}dn zOp}Yrb_(&)AtNU-ds{GVKRx&?6;^a8aiv6@^0+e_+eENpXL&qcLNJ-aHrT3-2!=i0RyU<9l z_E8}{Rc!<2`$O2!{Ulxf40ALc7BBg#2;tU!tFeT|&qsn$?@9ObS$Dc%bm{cOoH5SE z4fb4J!3--Pkb!8!_a_BQ715G*C10utd|A)s!HqPZDM5&4>@6*Zc+6`DoEz64Z>o(! zY_3-h)u7365xN|g7>hiQHVA#t8H0zTbBBBQ7<#-r+&Wpm*FjgX_HdKOp8RXcpHGEF&Srz9k9=dO zZ`)QdAH|m*lCCU}@GySJl$AXo0vxG1Z8KbP#j#$QK1?|??Yo6KT4B-Rc<7lPu}@|G zshQf+?J2WE_X`Ty@%@Tb~^20Z2m)w%M)9!53vy*kq zjOO9hSjR$TE6*Zx_;==}^@@10xL}t?IuE#kYNnh{G z6UbJESKgd)f7$Kchwh48f9$ioxcF!z&x)3`Bn4eIxEN~Lj5KIr3PmFM`B z$n;ONgK}(3$5C^b4r0KnUr5rt4arYrx(v)5-f-}(x!n+*a6Ktdt;5#|)@>tkM%79B zG>4Rvl*c$-2KfWC>k3tpI(NvX>TZD}YS@%-{)!o(w$n8hS?!yJR!*K9!bN}$R&H9Y zS$Eviqf7bBCoX(WsXsEgY||Uwu~?2NeV`o_f)uZuOtc$r*)fdQ(!!jnY{So*;!1Q&ZqM~jrripcM?&|Qy zC6tZfo^cUYcKqmKP%l7Khhl`~7f*L_=Vh+OpM$%?(*gqTC?`;HTIjZu)_IsMxy5SL z6=W$-ihr8f???U!<5GhI8CfKN+G@U#yfz%H!I*70?$ut%ru7ZGhA$}-Br=<4IOG{V zrH{W^o6e8rM)`V8tSK=SDb0?0mWT5brZOpYt*w#f^*~qmZTz7W_eV^G<&e#R=CL3p z)UiMi+vMqCwxNtj+EbL0M9%OwZv?=SO^yPn#iGIqjZT}s;1a-5*ZR zf#q4{RmU9>IeMp-8E%d0Vw%|cA6keD;*mc9vjDx%QJ_5yc7(w$Q^GXuF2{TLE+KYa zFACcL8rv>GUDrnJUE@$Od@<}yG^VIsoNT1Nx6@(?tKDdq5+9#Z(dlHjdYc40r%YWH z)g?JWwuVagBXg*ti#lCXdWPvgg{trd0od#?JHAbwb9#a0rR~;vSxCq5)Lnz+oSA7r zL&@8QbE(mup>v%oLAHuNxZ!IG=S$SaL?*`zAM;<|oJw9psR>D;@NHU{EON`3x;nD+ zX@ov5bH_0<)BEQkY*>Ypu-V+cncVVd>k}`x)@eL-HoUMK@uBD&IJ#2D)$e1mJ~{ol zi!j+M)R??LcH(BWq%QG!^YFINcQ)m1cm?;Q8YvI@Hbr$o`UO3|4DKbZXO}Q3oWQ@} zFVZ8DaNpLqv|YneBPN7|SHhH6>S(i4gH2N*skk+dLhjU;owqGx?3rE}--X_hSAR?& ztfdj>GE=uBL;h8I^5qEK9Kbu2k9tIp*myIp@@6?Hg3PQ5AT#3iN6SIk=#~ zc9(CDJocKkgddQ8H2gKn&-o0EqyLN|p;A;lAviby{&tudGP(~dA5J!v_TL!8^iMh2 zEqSOezzRopp2fUdAQ-!c+NfSn{`_mg;UZ)Qt3lQ#i|L}P8AyN@WGfTO{diAlk}~+Y z*{nLNNdeaKMn~9K!O%m0;l<4jsOuF+hJYeG{218*yRH5r^bAAipnofS(y)(Och9U& z(*dWgy_aB%!@a}4vfzM*>)`5N0K268$IRrSRLa!Wi)DyK&VE(eUf;;VI zKhj_MN5b0ECwk^XTc%3)p-G7)tp=~v;fUu)0qQp>%UWI}Rx}KTL!of$hc?Wo_Dv$9 zv_$>-i1t^(i1pmvmmm3Z2 zYAx~D7(LWpOjBxA#5SKN>~L*bHbQ4+ zRt6WQS;2|I3M*^A(2$8T(HBZe^D76L{gVC|u2R8cl=nG4`J+7~Vl6DvZ5mzRd>|D~P! zWHP$~d#jSRrM>2umEJXcrmByqx|V_YBa_lE8ROp_zYlJ!1z0bruFH3dlT8f5mVp|^ zS_kJa{@xXShtrOH<~BQSsr2<_IMJJUv)BcvGo1JxVdIbl$Y+ zIyQ{u+FF>sG<5EZ`j3%0I6Ow|PFHm-umi%0J{}C7;gZPA3V~&%t#&{;)+Q`8z03!4 zTH9qU%ixylgywG3<*q;Ya6>l9@nUK%7Kmoz+SLMzg%$<;=}gbiPc|4;LhY%2Mcz~k z6PZX8mrwX(PHfdCA%EH-tWo_ARLRfuO26wNdor<%44m_$zMD61()tP=7xHUjv8=n4I=PrvRv>?qITsS-@)5rRq18*0y-pc@@|90|FR&6Lw=|B6ky5LFSmi9DZV3^#|6;vm1o#8d;P!vRi7UC z@ZS`y{}Bn{-?HzHD7%C>dm%ktYiy8n;>I4C?4o8DPZP90(9N!(>YbX3^Y->$xNFz0 z4)GD52v`_S5P(*2{rdGYesiIK8>YZE@vf_vom&o)+NGukJI>Oi zEF&Y+c(nDx#m%D-7dCd4!FaO&m`;r^1Q+(&1h(t&oaCvko*VUKX!H4^{v2B z-I;u1zqUZQIyaC+lL61jI8s!g3O1tI_jfdF7yuku&wN_KMTSe! zr^4mRzNt=lgOZ)c?MLjVrDgI7^_?pK`R3E;gbrj5KWLJzh0d=VT>n>_zW|(ae)v#5 zEghP_uynyJ_u|(18EZHnZ8Jp2GD#Ag5)MuqO=OYt;xR`(lSS0fue@$?1+32Y48bE3x|*C#x$EsS4~EJ`~9e zi|X>AurQz?4hYiPadS|98#0AEgj#dXc7sIOi`lX&U+-KWHq3BILvJyvli#e4dWZSg z&g{RM63O>`-oFQl0UV$?Ai*ne>p!@|3C>?$y_%=JmBXJ8p+vJ8B#iD`@e?z=;{&f} zc4(x@K5+ub7g)`n9Ja+QZ87N5J(Z#Rs%@IVidOydCtD!(MI1gw&GP~kxe8U%vU4?B zO`s?bfLw-d1peT-^1^TX*U&MXgZIEqJ}huj$%!NKnh6oNG322wP_y`LYyWM9wCs~| z@pt;^#Vi>4KU4GmZ7cpCQCRS`-5&<A0pEm(MZ(!45(zoMG$Nu#`P~~{1r0`P z_(?SEJ9BaYs~a=RY@I(~5Me~5oGKrM>jD0a4y%L>Zu6Uh>+)t$FSC-XXBLnFc?tqHKK{xR9CZ(U8YM zQpFD4F5{UaUNJo)OQQrhZ+R9vM=ggTEZXs+X>pQn*G}eE%3zuvX^dA4|JR+Cx}Yh= z1a)V{#0kF?K-acx*OGUan7l^A2(u|^VC*}Wa1woRtm3ef!%sZGDN5zbmxlh4>DD~# zPZ;p^3#ykxkhL}ZS9Ce`6aR9{R`Lf>!mvD} zF6GL}bdL&_XK=&pH>u5S+gv#F7^hSVbR8@UbWZ3!Q?m;iM2~)+h8vbD(IOOq>c~V1 zn$<9zuAs;AD4B~4((sZ7?ewZ?^5^&=)CKMF+T;D2G9YG#p_^O+^vZeR4}OxCZ1G)F z-i*7x$(n|$qF&8lr!_~9wsi^ODa~QaUgRrhvL+fBwc|!jLF{1GyHAU$3g2nrokJY z!7(v=a&^zfsp3_$O#7crNhrP3F%d6I{p9jjF;+8zl5fmGb%VRg=4elI6yJfE=xHzA{{ktE2_#MNsQvDxap3;E#iY6hUv;PvNzWluWUeBxqV4 zrpZY8$Zg;0S<=^O3k49&!Sy1xET3ogB9-oQ1#r>2U3Gg`#){#~V-lG&N%cgDR83`e zI-zsVnWO^1od@V*s%wP7q+UyBSQz2t-!8%U=FmIx8NX+GB?c&wGPJ+6n-XSrqtj?7 zP+)0#%^(2wTL39`?MzP2$hD#(f%g?E`#Hnrb&}-sv6ZoAN5M+UdP}HTz!oMT{;F|l z=$|iG+~qoJu&ZBC3=1cm7t@n7cv{O=iT`lCL04ack(F^HoX>u0D)b(!Kv;(rBxi62 zc1`;SC1->oMIa9|I-OK;&Vi>SjVmeDrNspjb7{A)!;%8?PfV@}f7l;zOwa*9PK8{r z`P7-dO=*d{Ubgv7zTPdyI2w=fa!8-X`%i`a&W2q;VLTnQDHIiL;uHfu9j~4z@LLRxx~EQ-XV=BFvWB z(eUnFPq8u|X~ChLnxUAHAbxmwCB3H@tmN!soY2Ps$xxbY6pmkt2$Y+ZrszOYI$HfC zD*be1XAcuz%yJvY^KhGG;F4Cr_n>c3Eq`qjCph!Z49z`3{sbB!So$}jKabja8pQ(J zh3A`&yK9;1D_JKB&^BEZ8opzfG4x5{0E!Nxm?!?|BGLN=n6H>F!Z6r<9%9Mg45hNi zDEvv8B&BR=J{V2OG4mz~iMzSBJoASVB%f^zcs4sZFm6zvr*kK7#tq!ZW;pP0? zs_SvEdb;>aw?_=S0GYYJOXW?%YO3Q3r+ni<8PVoNce3-ZD{LvV+0c>Iro5b#bc}-i z?VeN~^Wd+BIWaso>>*V$6ZJ(LMbdjFU2RPp@$iyU%Cz~za}TH$mxb$g%BEY4elMWq zpq-1uPCw5P-5I9fVk%v^rsQ5&8b#Tz>i4{2cEuC%esDY9T6rF|rj}&>iZD3Ht~m>~ z*pHDvJUTC|zHu0{B%hTOLH+;)C^O)(KQ9n;C9bl~Z^(lTg)Gg4P)IZsyRT z>={Y`7=b8_oz0+HkF?kz)T}Vo%YtG^f9rpZ$XtD{s~rL6bz@=M+Y^X4%sT>2dg1R-&U;iICC&s!;RIl}(Wg)sl6vf0GNZ?F)Cgs~v z81c4cgYga<1NakZybcI*r<8)Xnd_zdPLgA$PuvoJ6X`n4tSbNiooD(tg|Mk2T67`O z(+gBYRg}nOU$^a$mdu4b-RVyFgarG|n>SyqtE<~$Wo2NE6Z|#2KBW2K5Au;7eNY+o z7X$SVB?08f{5QF~F4uH+`YMKY{$qP$WAu1j^GKs5Wfc+|M5V#gI=)Eg&bWOvNGYVMk&-$qkkv~9C6IwZ8> zxTpYE=0{-wg+hl~RDI^#k@n&s*K@?d*8K66UW^Zd%RNy&{_(1NB2{t-lqTjms_dn`qr^?>Ujn$Vdr%`FsT1u!^(kD3>>kiYV-~QdJ!Fn9%Y= zrK>$G}50fUEAk_q!MbD>i1 zzPY%b^+ut>!C@QiDjouT4Jt=ezA3$hS&a;|0d;BcZ;8yWny2pBcS*UEZ`No3g(*0Y z!yeSmZ1!VbO9jqu`kcv6SY4*nqp_<`rF0SwB0;e?l|}5{QSCZgta*Q1Es(9}Wz8Jh z(-r;Y^^d^D=oIuyJ5R~g3x6kSPU3H#?LK!|iy-%yb?mZ>9s68&>hr4~m|ZBsY{clL z5Bshu#*O9P)w>$wju2jHuSf|YMDq)tb;N=DAvNiQS8|mgJ5a!pIv6%{B6a8Ll`HqA z5@zDa)X9T3Sgq)Uhn@=~KHk z3>~qS99=n(MkRs6Fkl+cNBY22cz_mIHycq26GGxMB>5HWE^l&^qkZbg`+IHEZ$tIc zsS3Gu7_q8A&Hx^c)*;liBhenzo6?K`>>XK6jZ4LN__1S;wk3}2Xptp?*>%gk!xQMC zxtzX+w6j_1fTT9OBJMWc5mB@gOvVbP5i=`ry?fS>y-@i>X$(#EcUZr*=d7ScpF8Jw zD1Z$x*!SKQC#}s+Bi0(Ay)FMO31PGh(`C43^z3ucTHw9^-~Q)+%2oPrb?6R2gXvfI zD>v5x+i1T{e3Ku^Z+<`Mt8V+>=^#Kn>m?^AKe>AKYSGD$dCjx*?3OD_Om{9H04*&c z!j6)V+JUAADv8#~2rYVaVS)ao`}gmUuZ#svCq)F6>~Ag=T{c@-JA#Q@1lasxmNqY( z0z(%8N{Y7Ab9Q6axnM}N^FsNz%YvWhHC!0Cg&;89xRHiRs>gUYVxG`0cOm^A^tCOz;w=aca~}`iNIS1@?>dS ziFw&R;S}UMwAwS2eqT#W88aU2K)4OUE)gco%6O|0#3R+pybQmx03WwL^u!2KzB(&| zo!zX)tK_A3RVM0cBPhqzb6ZQ>zF~?NeI2Dm>qBt+=`t_sMW(oqJJMOPOzXb%$;DC1 z!Q_0;jKxzd&v4S{%LTo|Wj#xPuX1IgOfc*Je2NrAy%uxL7p3kB>*3StL}7+ou=Z9x z^g#!EhVR!1{xqIPNF{db0dFTTHD&{6aHr=NU~}z2&5vL*K;aP{bd5bJ)S!9SbkH;gw4_Rf%Cw z%$Isj1fJ@uK*&Uof@8);dh-=qTN}!F36_wPU7-vVio&&P*ZRe1lhkcs4MZbUM+(7? zyqKTAQQHc+z3nvcx$FJP;L6;I{JMXC-Osif2B4 zVB_|wN?D!SUIj$jh&K6!mhl#q{((+CaNxihYU@9@hYxMoT;7H;moB?B7upi~8M0ea z9&O=Ywc_AIo5S;kN?m$`(JtCm?OG=5_`xAF6DHN6b@OP-+(3r!sfTv*h6*ea+zse1 zh{PN}DW4h}vT^hhi@-J+E&`Q`2z8b4<@L>9tAc?7o%1HVaVe;wQ~}ypmc3#IiRmrM zWXtLeUMIv;>73~kd>D?}NzAudiZ$LQNpZ z-LmNk!lFc3hL-NrvSMwKAn9ozZOH$mQU2dj+J8^2r3gT>yJJPFLT&Fp-QXu70Ji># zSB`_D<7&h2vf;gq4A=u}9O`uTwvgtFD*4D|(CA0o38rJPC3ja~LHKDI1OQC4W!fAlCF(o`*!PfTv;#bAL%(BWA=iB+yV?VDb z<<5mx8~~NFr$2@r&)Am8--lH{e&zlZFD=&E7_=JFL= zy!XM^SZ6i@weKgq#&YzvvvpOf-ytu1kKN7YpRj=Xv649}J@*E&DIJ zC$P5RJF65Y6$N=gVo?LrF%}~sNEJgwf@7x88%+OW0PJeN*;Gk*A%Ky!?=FjkYnk7z zpHJ;vLRSsn2F|@L&;EJwSb!g4Hw+FjZqC}Vg6Blh2GR)LLkdUOO==p7#_^jN$^C?G zU}2i%C7KU*+*^vWXO8iwixKH@WCq8u%w~Dn&nDWz z0UpWVY5%;1+w%;wQt6YM6>3lnuGkKe<_KsxO#sQ)Pag1nwl-{$1wPlUi=_?BJx+O0 zz(k(z+S2epOi50lB{FUB;*u|0r~f7N>iv=0egK|6&>>S~9#o2;N0 zFOp~H>}gtanyH;3GonjSv4Aq$&-y1NgAiI6jsCVd%+Q*Tvps?=!;5K(zD_H>yl8al zQ8t|fly&={{$B#gmm3hDDk^Qdd~% zWyExq@dT%LH!uY#^ChJq`H&|JPm8TI=OD;<7o8LudMtuMUB7PK&Sj_JzFyL;+PKdv z9(I`wx6^jVp8Ga;&=;;(i%cE?$9c<1U71#!pUpiXPZ;_%iqadQS6RGHd!T5Y3tQj( zZ%x7f!wm7Cz+RD`wc8?`W5732g=vh3%9PhBBJfQ(|6uz;oK zY2SG}J}9w75}<7!sskJBlt?)hP3_izK7tx_B-=pJ&EBs~6c>TTV6NmIjU(^I@BQS5 zY$%w8PGe1%8?$tVI<2hq%79x8Uro!4I?bPSjCG@GT@5!tdMP+L6OJZO?}Rebm=Zoi z%%?9422=JJbh5~}OmkNWKx^Hk8TI&T(~%wyr}K2Ow$@s{e{pGK7t3IYiOr378!3a{ z2D4e*aDFn1mgYARSQ0iC7Gb4#R~?l=+af6Ibcj!R;1a_VcN;;F&&eE|dT9R|1Ai5M z$k8uN4$MHnkqzJyXI9VV0L1hcr-es|r2~apoAQrsOq6MvfCcb`8@`l+Al@wV4#Fgn zp-&BBu0kcAp$BxpRndn_SoN>FmdUpjXulVquUFa!*_CDPIiLnx_ttDX-+VU&fJ^@* zDHKiM`C@pi?gkJjugo1{Ih4i>13KW%1hpU)d0U&kmtB52cJAHf?l2^pwBZaB%lrk+ zKNFr<+Dwh;Q^-9Vb%(-`BYMzz;Bi!XoYYp2Ok|s;eFMY+P4*p_2FI#qsg~k6c|tlg z6dq!CQ%i-sfB$~G0#t|`ol(o`sbB6_&Bo8KD8E^(^t&sexUaq4+cspffmI*7_Pa*5 zZpj6Mr442|<~NvkDGe{5bAmCGq5SRD8UA&HVVaV!?K^}Gm9vrKKhsh)>{43uj$V{n zi$jxxd&|hZp0ikYZ+Kd`LoH~6>^|pT-^+9mZJw6R#`R;QVB5BB{UyV|zn>Z6Z4xT( zOp2ucGYM*jQ_&)5#q#L^6D?Hw-XW+#{S2`6A{fA=+Q;|4LacMoMRhG)a}Z|zFw#wjOHDhhA;RmSrCpw!%(LuF+O$3{m_tqj#}+W9ZR#qL}dZVG_;I_|RqE$;h)PsdnhUnSn6vD`in z$AQE>OFw}G_H7a*6}I>5a4yAvxu^TVgLk|!gl>9&C;$Iq?@geR-rId~s%`D9l?`fxmbKfBW;UTs zqS-uHnt=)`m8B-4rJlnx$)ivc|A4fefq&ae6Q6ISFdt$Lymvg(q%X3E zZ zTbC8uoc#s$o)R_X7`OD-@67z>dF~mlrE|u?`@ARL@FTsV&}Bvb2rluA7C^YYoq}s2 zJZ*T-%k8vxoWSCa31wdf#4n%Me8?mrzZBHo2Cs_DB=?IDU~W87CiTcmY6L^ku9l1& z%PIyMz575^5`Vcac3;^6;YG4BgCBIJqnJK+Z!l3_-~h15Euce8eMDsQi^ZZ-@4r&{qEg?r!rRDazc znj%sx(iORz?m=q1@X}Bzw13+sGIvEDI+WLEkTpft>n^A$&oInmI0ZpfDobu$LhQA5X|KF|#HFR9F>K zAixOz@YZ`g|Bq_iG-a%C8St3$tI5T7rGCV5z2)X1m!+MhngxXT`P-4%Q@nXM*SH+W znepTO^<{IQq>}Gm5#xuX6c0z$c_5`49s{1D{7Mm#?ycJ-)|>?ev}5LP7qW))|G*uBxhyxI(jiXFi{Cm+BLmhR7-kx?#G2w zp}*Xe=50F7CY?2uWR!b#d;sYRH?U#N4TS20o5Kvz$I-S<&&3O-LbEU2{=PlKEF|Qk zM!BTarzMf_8-!Md4kO1@c7;#7Cn<&VjQ8ST#xYySWTqbf z>h=ESO1n&OZQb@$WOlXCAhHrnBl3LpX+@2ldn`f+nSrVZ)gc+UJrnhp#q=K1Yu z_1teRY*L&5?!1^+;gy!sxAthlkdAx{&$gbRB|}kP_ALh=`-D}SS*3*#)FzTJ^m0~= zuBiNsdw@H0@(AQbrF|IaAG*a6U+P3A%NSp=nM0*L7=DP=$6;h|#$<=7+bNRJ&SCJ@ zKxK0-TYY@PSAjbR=DJW25)l&S+~txA*)ERhaVdPe zL#+=1J-QjWU=Sb+{66|i=%`3PQvW9fOZ*4xfpa5pdZ}{v4f1avy4uk!348}xJO3q9 z>cxvx1bT`{*`4@!SApc_@~~NrkR<>?6BLM(gGazMJ@O^^^}1%tom86k#}HK7)xi-I z;e{#zcz6OD_9xJGEerj$akdM$G*ebLw6*oz?uxF76m49f@zhmFZw!y6-biJy4E*JV zHokg0j|Na!)fPzYDXU`z3j@CZRk7`8mW=zbK{DHH2Px(UAocgRM>q2)8ZxP=htC!8 zk_iq7=mihFUT|}7o+A!P0{D(~t_XM5GCflp;a4KJSPJ8-2U?Q#xx$5=I|TKhh7`j! zKBJwt-*s2J`^G3?zI$59%|(4?GYfSqxM^Og$pdFa)lmK1cCedbbcMs>!dV>}Mi07jdjfL=J?;xXPVOE+))J~0{e%y%0^{XEmRB=@tg_~oCs;I;N9Qf)bM5)=c z3dWm(5AlJ%0$5HI3FKZNYI7C4M=IFo8#i^UZ-KPX3`z^G;dMr;OiTwe|>>w(~xJvO%4Fnih$qY&Tc7y;-rNv2-)$ygduW` zG;opSS=Gw*7P~b3E3y!)SN5e7$046v)q%gCL0j0cnQP%%`6M`*&;+$BBe(Kb)UJ#+ zXm?(A0eb(^@I19Fh}wdGli(larCM^59JMEPO$A{3FR!lqoC8BX@`M8~=^*=?hxO=0 zd1J_g9TNgX3b!>L9@ft02&$niS>O#WN@LS36Ln$I(a4*LUm zVjzB3n(SYLFx2YS*H@pyDet**Q1J0iBnkUcb!(xWok-w7gVS{Q^Pk8Y{~-*ilLBtsjCiGfzymP2T_7-eF8EFA3FmP7>MMN z+W_#(?=xTu0M|hT@|UEELxb)4CO(XWm=9Pjz|tmwmyJZ+ASd<{-4AHHDlD(^?#8VN zRx}L~qeXru2V{i>K-_+soTw+Zkr#R82m6ZPAfatDiId59i6GC#kt|SU>Ms$H6tj`E zm=5jL+do&0zAbOW1*qCW`l3L7nPL*aQwRy158a4{U#Hbv!kFzL{Vg9UGA^Pb691T? za*0kZ$-X%o1AMJHUgRCs^KCkV?XGX&eKBPMMhJIugPnNZvk=0^d}CLJ;h)-)E_4mw z|FnCA#?M!r3&v%SN*Tv+rihodN+q0i{)TX6RBjAJ+eZ7!i64$=0os%@Dy|eO%DYYdoPxP4PahrxVpgG z5GM7FZ7{%2{pY3)W>fbT(oPqZ-eIfF|Gs7 z(pyAof;h=6mSA)qXWf}6K?dS2zvam>D-oT?C$3?&VK8;}T8l#(tQY~pXSp4=x3v|b z{m%^}i)}Q(qi%WG%jEU?PdBpMxyBUZQHh$APe zCxO~OIz{tnTu9VM)^q37=WW>Ch7nDf@z#&K;k<5#^zKgH&{}4 z7CuL;P-&a;w5N5OU$U~Z3AdOw=Y9++PzrPqneuS8-M|IB2yOXZO~URDZFIktPz1@esG>_nzQ;Jp*D#>7cTsRRrn~Gz3214ci`jpa%p?miHE|#QP zE)V?^PNs$D`zEZ#$!}O2<|y8<{jK!oruiy^3)o}aXIf6A1_2Q#Y~8aC>B}tL+zyi} z%&N+dWhW`zERBvcQ!Ssy+Y_3C9*0LaJy3K{+S7%mH_N&kG@cvfENo2YZ4yNUk>nDj zS$m+A>Y0zWPItIo`QgY=nT{2)+3eQD8S0qeCPUe>c5W0oRo*C^`4{bx-4wc(@vtRF ztnx3ufJT~U?X@I>0>}@61c(L zB}=)TEWZ}0NKfHaRNrmJ?Ioe{tCp*dg|l>BbzlA1 zN8R)Z^k$-Ex)s1huDz9K-?A-b)%C1wCFB-2W3_?^fajCLvd$v?0g{TbHR~Tn+J6<3 z@&C8}{>uo~|Mj7GqW~GsF`Te4+cOpvxnuU^J@vIs;^QFBQmO)K=OLgOUGM>To&?7WkifyVOmCj?M+LLH1;m z{bxjkXPvqmt4aZho<1_n(t-AKNt`2l(rOm*2PWoO>^_ks&M0i#o zH>Q0=_vRrvTcSI`7gw!XWf5<&{M~OC(Tgl6P0FxWMjBKXbpq|1te-Mp=3-8iPlsvY z(EAnyME|JX zfM`^_eW3#5KtScD`z}b?lrYua(AU@ZncsYv$P>?-cjhH`X%a8uil zTwm%*V@%I9gy&`0tk6$CAHSh7^d_GQji_Wp6PlGxYytvOmU|gXG`tR3sP5aoXkWEu zzQHyL89dWS&}4lEq{&uh^ybv0mH(9{3}HA1PqZ)@d`1{-RhAJjI%{g0;AsUH@}2L z>1KhkE1(gqv$=weCHiXwZA3JErMBMChmOg|pp-+hJG!LnnQb(qQ`RPLo5n*1tN-d; z1-3hNb){3g7qNe;4y<5(XigFT;!0&dNGnJT$;*dB1Du~x=a4TcXv%yXQJnbf$+yGl z5$6z%hT?O+ajtz1`8E?<+sW&vjSFBTkZ12v$tK}V1H>gK^?&CcR-i6DwX6WQESbQO zv-YP*hmkwMY+O&?3PKO6UPW@|hQRu+qS6UcRrfPfoBY)!4j5HMZckDXi>wEUyzwBXwO1yx+rMl8|fH@ID28whD= z1!QzxEP2?H*6`N4wgZ&PD7uW9{|XzZhh29u!LJNvtl7K6n{+}Nk*r`C=2_3l$2OE^ zUukmaeYyQ1(d110z^7^XX0nlQOVNXR0QUcSfw+yVeQ8q??xd!x)|J7d~NRNQP-WiZts!NCae)gV~Rs$-6 z5$rCG58=$|CykjjZDS{2dvI%Ixtk@LZauYT=x3U`q0m971(^0nw`XnWz?X|yJuw;lQC`VtuHuwO**B z0(ZFO<(PA1`;RPd9<5}_bk$>yJlDEV?i6|~{E_;GHArJwHzc@cU-)-8N%+-yg1*$% znxl9trYW?h+?ibr4u{8W>$3g5>#V#d_IFtd2qUwGGt0Q}tfkMYxl>s8QZ0Ka(gGd8f zR{2EIJ{N}xs620g9>I{idoX<*a7zToe2BqdQfm2dDrOu(Y`eNH&Ap=m_QL0!Yo`9*&gQfyBK4jz;pKcLu+8Jt!Agu!K|Xj}3Mga9`OimE=NRZVc_ z^9EVAi0s|^)~ge=&~upY1;^#-E;ZUhl5;wD^6DRfal=p^Nkxdaa+$^Q(7WR?q>Grv zi+2bqS!oR-ZOQGUQ4kCMh?lBEeAYlV{Ryo2Resj8JZSp^zW43)=H^S1b8rqtt+6Cs+;eEU=8E}~|= z^U+iFs-PPeisb7}Ua9@89#Ui7BS@=wp@hmO-X#s1-lC-P+|LzxVWch&t^AwADMha4 zT!?N-n}@SB9O$UK!O?W*%8qKAFJFBT0(K0vJu>hry?JfWQ1n^Wj)a=@ae&xVsaIV6yaqL1U(*;NTq+hpQCDYd~-N z0yi!o7Pp`O=FMe3@6zn;iNwTqjj!H6k`OZVGc2BRWG~9qV|fEhAQG-Ja>%kVD92(% zM+c9A)IiCDQk`0cXba-KEMdLTe|dTTp8!M&62E}RAdf)U#HCM>Hi-B>5F9rfvorSh z6*R|ocy^SK$Vjz+Z%#R;yuQT$$-ofQzIf@g^lFIXchNO%%x-*4jM0IsH*4HYoVw03vH-1gzw znenY2U4z=%SY}o{Avm2fg_C(SzoS9M#i#DmqiM-dOfgwzMg`;;SS({zpkzF>M!6$i zqGUKZ;U3*AZ8PKz<_zo*T7MDRgoaUY`#~pFc1loK^rUmk)dewAR)${&!{orug{w;? zYl+B^)LCykgCdTbQ>LiI?bRd_nwWkcLIe|Uk7-J>6n9{2dW3yZy$2!X-ane1S`!Z; z#1(-$-nyn9T~bohB@KunS=)L2WiB4jiM|C^5&SM-Ts920JODc-Slv=TniYWV!#yo< znxd2_!~4)PcT{&Ta8IZh3aZFwFvcJPwS58dVeLIB;IE)?7jzLW?9!|7Iz11|)-+x- z_OpJ*aS`dKh{lPTt`qTD^YfK~;mV-UGEH9{Q^)Gp^pY^xX)MdwpwXS-& zph~G)1wk%s(=#kzPvo<*p_%4}m^Du};0Bi7D-)_SdeiFIB#LhxXPFm{eNc<&Yhz7{ zKa&b0qqF%R39PP}!RqT-KBkGFPVjN)e~=@nGux_p9|?}+z*1lJmVY*tiW(*-^^KhU2ZIWDzy7>)G*W35LcCa<`K?Aten1{I5MNe ziE%u{Aw~Vo-~uRD3&8ic44N6~^$Zk&zi4H`i9n+Q#L8N=w`;=6d1aXJb`R;Q(K#(g z#qa|IlHGEg2_Yw0HUm!O6JBURdt_9PZ-)50KT-5AF>njg>vsYb4T-HaJ)+S`%n7TuJa+DL&U8&Vb&J8)YnipX|3b zhlZd|Y#hQdPX4FAg18Dkz9`^z!gDb6DH2=uO=qEv4$Z`<`Z$@3Ow2Ti#c&x(b-E%) z!iSP1A4>LT&0J(6U{>Kuf}=~+evG$Nb{7m$+u_^#Hk|^&X)8pwGa!GyHIvLU6tmj= zz#y{gyr&~sU%MjgZA`ZkHj;x#7Ype6BIWymZQqXoT)#A$`Iw87{^($pVq13Udrt|@ zY@rn3BHPikgh-JeOnwz_wz}J5527b?EJeGS*WVBv*z~L34~mq#%#~M(tb) zOm~b zGc_rxtrkjD?3z=fV+sok5moNpds4}u@v0c|YtmkVEv4?r+n+LEZu|gmobn_n<{hTa z#}M6=TC6O}V6Goif`{5F+@NQ1AB|)n8ioNG@VtZs1e40e0wlEw+*4^8h(;C6Pd=EI z=rk?Jf!`L!Z`iP*H+=yr%~TI8eGG>)q_r1xdQT8xW&dkIFG)htYYK9IvIVPuqr1!4 zSwhHWRpef#|LKu7MZ`H91$B25NC@wB58=-0{!9D29d;jq0KyZR?SOP7i3z&JKf=nP zr0tU(w*JRb+xWB8PLbSC8XCsCO{g%tEmg-RmFFi$*+|;`bA8dtzzg&r(P|nr9%p!kDN4+wnpvtyrbu-plaX6J5gH7?+s!=G%nqH6v!(C|(rs?XjD@BsF@PxL&74aFp{M(5}Jb6<8r1mAx0PE-S z?~020ec(Mqx)BD_*b3dby7m=dO487P3r8F%)qcsZ&> znt>A$D|s8DeXuHNSC3&X_7XI>yw6|RjCwkRuI=)8RqBtAvtP8xb$DI-4I~z=4yszt zg`5y&8A6(t<_gLU{bWv_mJQ|8SxJH69T}dxLJng-zLW z-*C-FG(;+#eKop3TMXo7z=(i2icgmm6nH!o)N@%}K@1b13i796Fb`j*$6aQy6)*I^9%=c?*ZzZy_kZdE|2OdR{{*Dr|GkWV#C`t# zPs0XE^lycTiJ)G$<(A&Bfq$bu3lX`HAkG4QVlXHT46(Zd1Lp-b<;jyLS0L^3 zCg^DzK0|Te4Q+ffbi}T-4A_cMf&@e&#BzK^d3g_``7t6c)q3!5eGgP!O8)`%+LF@0 zth%jT@3HuX1Q);-ldWHdpqTf-$^X+`0TtF8qen9Wmi!H14EXeWE9MR45NfX(Us1G) zAu3@dHEVzII6)tGCN8$38I;%e{gO^lt71DQ9;Oho) zsotv(X<%`B%Oo6KcMu;%@JM}VdqwTXX`U5kKh&_J0{mgQ)z>h)Y)eC;vrt|YnHh?( zN(6H#{OBmQWbgyqXN*R9I3W6rLkNZtwDy;V0a)*vLD6m4ko6~bnn&evqH9yWmt#;+ z`?C4C*G)^uoQ&3eF|LQrCj3cz1%xTLz7-e-}20i!&w?SH- zwZbfp2p~CHP#f)yhD~=Gpl$qoAs81`lne2?yJqY$mg~3q(6%~1&YnUzU~#G>P`I5s z{|_#WHge@#*9T-P4pq`qr>^T+kzFj5Eve`4yA|01(@!Pfq{xy&@cV%(ac7F`@ZPsK&&GrFT-$^*zuSgMFGvuE2IZZ%S1tKY^H8nMe(dMtCR(^9VORs_Q4K(Y(j|r-5 zyDex4$+60+##|XtvCz74I;= z>@6e&F0~wgNZ(fth-;nGxHzyH?jk9|J0^o*{GSB2c8{SOdy1%Qx0K>qWh~x;&LxGA zNESXQ?)rP9QV^gP29Ss8i-@q9A$_K=WaZ0d)l~+{sw%WiY z1BGh)GAMs_ML-j*81Vc0LK&UgnmuYV2YO#NAo=J2MK*6+5wbuN5#DTTQbCXV>g4;P z3iXQ}(0ab7RIQ~UX4_fR-qx$$m(++G1n!yd4M>FUqwk!b!IN?RL5*<7?2}1!%KT!m zbUfMy+c`%fo}2D=aQ7Pm$~<2N+@>Kv)xkyv@dI0*bReEwNWu+QSBQWS#y4BRe=Lx7 zUF%|x)$@!hlhH^Y?T+r$fGokXc9VLl-WKdlc8OI z=-Uc<9WV-jUw0Btc9n@Nh1&6$L;Kn`Og6CEQu=o<-FLT1gaD78|2*v9k!&T(F6wNEZdHbr9j-v!jR@@ZWn^}f;b7W%ufJN^# z%v|>&Y}NFHjD!wmn7!eWgd;YQtnHYbF>L*;|O9grDV z*QRrwj<>#dB>=$eZw<%yTkb({j`28+sVGHVmwKaK_`5#V1^GS=lVOD6KSsvp|K6n%YU`IGEwszrtkMG?oR-08t(eeq!GgLK)Mq0*K3TDv&~t&Gw@TGMisp zGPVm24;aO*Z4atG>D$?fXAs>ms*NzrURA{h0kEkoiTpDhE6sdE*F#q=2dFj^a+ginUBV31?7-`9+v( zoGWOrW4%>QFL=m4NOC%Tj!9 zan%9y*TC&N(WD{r6J+7cqxWW_8gKz2z+pU^nhNbdlG0%N#teDE(`qth#twZseKUg} zxpR?pw6CdspJumO1Oq;pEZ+>*J8UhW4{3GZ4~o~gdVb%b6Z$?sBQU&aXozLBDCSM6 zS*)ff%;>&6iD?2-UM_DqEa5W`AiW-I^uRPoW~T&w&kn11iIX>rui2I=ATkWDE4EG4 z&HyTKs^2}aut@?$UC6mUa&b&eWchyc^Nm-RH(Xsc@6UK?43;=@e`e{lcWs5z8AW<( zC-3(aqhr^h#UGyzZS{K4$hV#56<@*-fiJ-)b9v=^~@BX2FK7n}XNnlJh7ZkHW@+wL2 zl!IKjHrk;iA<5uNIJ2YVM;oCJmi(BzvFHmwm6lZ#Rj`hM^RNMTfCzMHjbubEq&aF6 z|1ccY-b_;>&Q0c=EUy1W-O>i`Sl2p0ZV1AV#sb%qb&w{|5nX>JH%bq3g~HdBZF3+` zzSd-|cnJdQzBH5pFteKy9TL11=dYTHaL|mGPOShlpoD82cti3{8-9UAXC$YXjUNd! z+?=3zcNgDX$VW^^@5knmC&0SIX}d0t{`(}Lrz048Xh!KvV9|G#{1d+Z@8>T3?}=Z9 z+tcg^gfiohEUpp=r!|*Dmvk;6q5Cxvws}8N5&tt4r|`SLofreS{VWlZ+W7<1HEIP|wircZ3kOMb&$r#P|H#)VSJiR~=v#-V;DGAQitR*}ndZQNa|1C2 zcY>O?_>($l@6U6sxlQ*t?acR|@%G2}@=sM!OpcOn76hwE-&rmV&1!<|AscgqwN1@?E_=$*^niQumUTIU@PBRbob-$62I`<7Zii-dWIZtMY*Bc*B|_H&ph)_9HMoMXv8PZ8+H9N$=Niy4?&!_~a>& z%s5nT$X!f0)Gh-$r}L()E}OwZ$Gi`u>}GP8bout`B02JH(cYEi5N=bPOo(MEmYh_3 zurcAOU6u6pQy5wQ-#+2#5g*g)6dj@O>839_08^b?+EGAhogrO3k8-hU{NZ zM`?2p36+*=St@MYDWn~&Jk^ZfN4Cly1&82!it8?>^(x33;@(D9CA#PU^8OPD;Np>Q z!eBj-2U)-0Tdz^#Y-B|d2J(R)2U_eQe1TJ9MBWOn3%)X*@njc2A>FqmA?9@?$JZe~ ziMPSILhB`q7%4ae!hMJ${RcKUW3n+SXB7bCt_QNxmQC%D4}t@$mF(}3sgjT`p4$49(lZ6^h2u}}3`*iiNO5ThbG ztcLs(IjTmA!;r|IvdweO375>(KR=01((b5J!tvLjHhS*`hIg6raW+0i%TCp1NlUEt z-ts%s1gA1qa8Vw$e;uP$cAq<|dkhcCy;y~5B0YPll)mfaj}f(m8NFg6l=A2P8;}E- zo$5&F|K@V^rr4$!qNlFZV6E<%;z?U$_#o7km0yM>);mu&!O*^CbvGiD#mFL=599X> zDA1Gnp1T@?wikjlZdnhH!}T1*58zmBfLFiq(w&A^5!0| zzGb?@h59fO8vSHJ2VVhyr``V|_@qF1&0tAjsZRWyUGcobxyW)|J286^IoiA!qD5%s zJJTvBtR0HNZQjkMJ{2L>@g+CFJGfp`K*(} zy-v}Z9#4piqcq!%W^q!(S*pNXmbYkL<780or-<2m_LPgiMR6Kl2e2FZyau79dJ~6 zRI=_0wc!aYf}=P3o*EkmGP%%zD;)cm-i`AC{I$`(=-Cn)2S^t4bpquK@U3~WY)(H* z(qpunsal1obqDp5Y{{2~Z%a_9?;g&2{{HWA^S?rjRUbN3PK{}aan2r&auko6&^$N# zwE!Gx#hs?{X57NbLTBVG9h_O2W&<;8+n1Eq=3*hzIFzmbS6S(tf=&k;4{fT6E@HK| zANSblfP!80tfjU|=5RtFP=%DjMm;Ec%l~aYy3?u*cggePu*(m!(QErV&1@%RN$55Y z7Kn{#7X0!)B_oV_vL6rI%ogRF{J_vPf`icxDAemk*aGh!=93Rk=<`h`JmJl2pZAPP z_pZ~n^>v!+wyf4V%z5ORL!<9-@zw=BPMD!9!OZW=IPTruqHBF3vFS@b-pO9A=RDn} zX@Goshd;?aVe%J&&wzzy5R2ZQwd)xB_$NCf{H+XCO6E0M5;vBA8zAo5)tF z)?h}tX~br-h_~duWuC{BFBmPfx{`xs9VZUPjKFWI_;V^MX9s=?(?4m}O9)6`s$5NJ z6tQ493#}aLZ_uD2PN~qYg3xpF%KR&J4iu@Oao)vkRxewi)ABH6-W7JQ<2mZ1&MkLV zP$AKL`!RM0$3TmlJ9l*3K^{NQ> zrZVUL;x037S7UTEbU!B2n1pj@M+w^P1<}7s_|or{T+cx^OL8`SKqLlQR$2*kX970P zlXL^Ty11&Wg`U$n#y9PoNEF4~(VJ;2FU-TAArCp;zqNGgDLAs`Uxjq@=y!qp$=$bz zx79EssF=r{0(rN^H6>imX`Gwvh{w%Cbw2fnGkhT{prYrq-||>=>JPkm;hPo1DEAx^k>0c1FuE7>zxc*d}Ox)(4>r)a`To zUL}W&(JP(|cejiY55>p4#JmyY8efwi1`0o^DP(nyPm5}4I4qb=P&0aI+UV?p?9V3- zZm$HrX^+l>npr*!l~n=*rtvK*bJ>?n!V53cc_R5iW><8;)YwizRGoj1l>w}r1lNwo z0!t?i{$Le0|2=_^M1Y&ttDln>6bKJ<$){Ojv)^s+9S;;ch#{@ImuF;lfMj%W8PGP+ zo9ybpzE%J1-3IQYZfTCIC{%p$+3tv@dF@3xD@*OBNQH9vRK09mymWk~c*|3MS!J z*n&4^8mA5Pri4kXN5ae?jnhlMk?!@h`VG*)P6lxUvs^fDKNCXow}3yHS+4WE)i!}y zm{SbNfnwYr&3=1_b==YK!*&z27a26K=M?P{iS`I9o*;RxK#eK4uU@fnoutqt4Va2Vymrb&#VaXL5KO}1>XL2U& zIf}?5a&$k`JkzsA-tDo|TdcQ)h7!l@XO!7%_Pi*H^1KCksG~q!sN3;^b#1|dL%B@H zzS4Ty$nD3%`wT9?a=jrcqBSscSyc-@%~IdaSvERg9op!k^|MNYLU^tI3Jxi}9mJG$ zW3Xur%+Wha6l%-8180S;3WHZtKQi&4tX8 zTy!bsgaA=<qTNXrHm%J#;*^I`fMcijgE)u;xSXBkD;fZ&KkdQM^4-#DM7Imdw@;MMc+7O-U{c-GtywolQKnRkNsBdZrm~AnwHar)5Vn?v~Sj%}bAM%zx+UFfzj3OY8%;DBwYxH2o&EqPhu=^Dc86h*ouNL6$hHG5G>X zX~J<*Oj9P^^#Pt)qCZ>cXwUOEin%GssR?2o=>GHDJkiXw_^0iPd;Cc(BtLq2Xw)9@ zW-@Ovc}xyuj_=}lIF?vte!Y5McYWEfw(kc5$DygX@`AgrV%nryz5&W33Wkj8vtRgz zCsw&aKK}{bq#>xv+gF6@*Qu+0db3LM6n(ykq=XZY&e47MKktqqS%PNQ7G5g?PwMoI z2jb?OQizf5*6ZvP0HO`}fMx%E4*MGgF!*D{tXD|rE)~!T%e_|Gc6EpXWP$A*4)-E| z6v}+{ztnr*kxj8!y}n}nh&x?JwmDE6wmI}iGT)l% zfB%-=5#@t{07Zf7Q?Fs3U-_7WI|ORpKOtl8qO%UcWhgM1xWOXr+3k>^CYyAxN&~vW zw0x0nOPdouY^eAi&44rkRBo=dLcL>@RT5t zNgba3O=w4CF9N(yU^c5TSJ7O`>t97{grr_;qHL&l+}DclT1AqkJ+#7`5I$By_QND~HOdr-9LaZ-X&GVmx+) z0RDQ60K#f@eZAQl9%7^OsO)ITNAjKDTG|I6m+C3$mnsWYEy9g9H{ENn^HZ#{(-XK zeR-yS=aeh^+s^6t4U!MK;7x~Wx_hR+G-#msiv3SJybg6Dnu|K(_|FqsAc?)a{EX~& zQBty|l+nxfOzqMBp$o}Y?T}%I9km7WSE{U3eq^rATTHkWZsDa#6N7_v;#wG&OY|YB zkUj~j>;Y|gW@BkR1(sSPdQ_Xk^>!MLK9R(=`$I;u)t9_9fs>m|n$Qx4Hrgb|$o$*N zg^cW0Cm(as6OaCs@b-+<^4xD8EW;@MP`oT+!3xpD($6K?sg)u@q}EPUpp#~24sj&Z zYJKm_yJ<#Vv>3b<*=u1fY=u=WIvz1qvECeb{nH4*r6_MJB|0SlSzzp5t}D zUAYyMV#BtJ&v*?)xy~rOXP*mVf}#}vw*Fpe>M1Br!sb})05S4;n47^(vw}8krIUy3 zzN35Pac^|7-?2=z1J@nR^^RTRYrqx$m?UVQN^h_C&n0yg_Jq-IuAESkA5($#so;N> zMJg)WXkMI5(zi`HB`B4E zEo{Y*0trF?N$;gujST~AG*mMNj;^|Fu}=dp$$M=*&NgL1;D6$TXT-a@{NSUSKzWI7$}tkAME} zi$(r#N?7_o*JhtadC0EzXs;$N8<-2hr50^e}SKoWq?}h%%a~6_}yXg;)@oD63dXS zh;4*rhyE=1ul0s(z|74d<2j`yo}%B9d*>dUA#rj947QO4A|%p1$jLBD>wD znVq!yMN}B)x-n5UDVFVvsFoGTh@MU!ABpovmZJi@{zhC{ zALK9;S-2Vio{vMyNqGcjFlZ z)TchTR7E-0W_4urMm_7#Djf}wnRgl$v91n8QfU#7`9Er{{oI~p}jpw&M>{7#^d~rQxF^#xu3FZhavpp|50k6kXoP*FP7*- zgcW+}irw)zUH33YH=xyEvGU}9j){NeV-BHjMIZp2^;ZDF!9fAw-vI=ma<(l%NWSF} zgCyTW+CWnLrP{6red6ap-D$wjsDjM{f7J~nT5dXbmJ*~PZy@NU-4O7NfD_ObpM=oW zw@bbw5<$pljQ;%fFen8#HA&z=8ZWPB-|u@aN74Yg5yc>~HRZ^I7DQ4)p*#4*>U9Qa zW|c57NDn}Hx)1(R&sPpk&^{x@L9~1-tj<=0fyx$%It8VO&6*BiKK?}dF9p)~@EZ4B zfpn0#U`go|$SQU@+4xg+f$*2}Qt9A_oS?^i%<3|Gij*g5`Rs8WygRVtYYbt0 zB(LcOP^rH{z&djuBype!^CcJvw-WR3O56B z?awYlHc}$y|N<^g%98{hKu;y(D(?F~%GGO7{EsI0!hmlvhPs{o|%&*ul zvyD=FhzKln@7+}Xw7{YclFo;S*fs&n>AXQklmldcji1J!V6lr0lEyT0kR-@q`?+C3 z;7)WOct2*@^R{BU88L!G-lF+mxH-ZOw{F&Y>(RmMT0Y_afP;zD`2oTcKZaFbgN2M8 z_HE58Ri0ExYVE#G!<@i(l=PLLj$VNyPzUGyyAh?zo>%+ZSMXRB8sy!>voaxX$6G0 zyf(;3s@J%Gs$SuiKdV0kWbvXECM!*X5wbm&RJgk?j|+TIF@JArlPi z$)J8rL+5>014iJ@caYD>yi#XaEQS3x4G>3s{mn2GevK6?6+>-M^c92HsBj#hrw~Q& ziEP0@lyBi9vkHG!wyn?p+p|~R_e+{f`aCYAYiV}ZiZiZGm@lrGYVtfC#hW>1-^=@w zu^Z2O88*(0JTP2|x@)Eg%|9qkY>F$|?6_ui?Dw*rDx(FBOCx@9OWSc}+#gqt@-MVH z9L*rtubA2s8Xf&xC-IS@y}R9%f3{>v{U*P)w5vZ{*RRU`UHNuzjt9@H(Dtb9U$jl; z^8kGi|0po{dKYt%X@5~j^P_Jth?DdDDwFo?-TNm|Hx%{xGPqkN0NFXm%o=avQ*kcS z?9Q1|SCAb4@knSA+25(Aj%=A!vyWS9gSu9!c7BJxK!;$L2R_B$X9%9*oY@%9uZTaM42J+QKdrAh!k}q zVPel8?t2}n7Aah{u=V{xN&W}qqYClc;<19zT(NMJENZea47F>)*9ifn&=Q(f9U8+W zrUSMP0@-ZH(l{^Jz$l`yc(wtSg6P8?nmSFFR;C^q3dv&`NRrOuhvoC*=(awv=8b{0 zZp-g^OiRxG#Eq&U-kz6-EIr!Sj`ijpa$X|^3UR`g#Q9&R%C3LCc3rmQ1qhSxB1%Xk zKD+PvgK`I>RMXAtm+1c232ipXCWP4F4tUJXE!nB|Uw*OH0mYEQ*puJnP zSl<2herh5$ltK@IRSnf^C2taQ4sjnP?4B%CEzOdm%DjLvwmKl({1v1+`|>Tij&<$L zzMhwW^GDPe#ZH7Fj{&SIWiwdo02PuPXM7em@_8kVUV6)re8RNg4|Q2`Vp@6*G(q@>YV-q38XH_7ZCs z>-FQQmyEWg+G|Q5-Mi<@5EmxBrLZ^*cb+w`p&P6$QRU!MqGy^se|hOXZH4;OXX2Ja z*%(;xks6|>?XLWyjyGNyZV^g;ljV>O6s)8M9W(IHZ zXxnq+fx#J;&qb+*6)MQ1TIQ~tyD|TIrm}$_x~DnENpVA8gczo6(5*g zRC@`r!tkkFp%B133e-(SPcaT9SNT7<*YYDu`K~CbL~=Qa4!TfnuKH8T2vnFi4~XQ8 zQw$zg8Dx#G}+#)dXnz*WC+rD%ir8WPQLvwv)WaTfmEEOq&ayD2dR z!rP8mqUl17roHH{^N?IY%`{wPimX>urHv$pXS2c+coNI)iX_-Gby1T-wa&aRt>zbW z^j@?zYJyXEI4r7dJyb;G)`F9u>zp=oj5oXPUzJJ-v^q;%=WPF00l$!Fk@K9%|tW7~9I zL_vEJb^FCATBI>*T1XY_k+>s#CO-AD(2;OkH&=FN7lDCVMO}C|J0rn<#wgazQH4xn zBtWe>hFW*$_@^IFEouOd4+)P4ipI?sYZ4$!Vr|gux<5T1zW=Yo+Q0aqP@yIZN#|TA zKBD*QQkWZnQGy`Xd+!|fQB8vGcRNrQegd^b^Y~r&KXC5CkL@;=A5A*GgV@bTvtG-= z=<42DUykQiJP?mtBWf?gt1;))U$h=Xs^Hb$l@sVZhmf4OoY`uxb|WjQulZF>mfpq`7R8-Hq1MiS zp+j_OEW42A`3}?G@h4G%AQbJdOU|y^runjFdX4^9B0>>Mi~U-~7SEN!WmlEGKWetW zR)Zpmn33N;p-8Z2X|>&ccFxY-jHJ@D#yjO6CXeu2p1M;NmE4hCl__^ffz@V{l{bGB zLXJbD{(9TSmzDb4Xj5vVd5!$T4;|d1rlQ^xLA1S2gBORqQOtfrTWo__$VJtw#ce?` zL-so+E4%nREoH2*rVy(FWW}pg{R!mlwP!E`+EJV%K;f6EaUInKATmtuSnH#zQy}Rk z6|gQF%L7RwKai{~jA#I5X(6T%j$aBmIh&`{{P=JlbUgCHj$ve@RDnCvyvH9g%r!l! zIl4mLlKK@Q8DMcF^F5Ak9zrchmfcZ`h`6_Sg?| z96xgLV{BQLX@lFS6C>&)L8n$Y7;D&%mSONq@*+M{tpb|nv8?m(k zmlhF~RY3>|B1w=n3LxzqR=x|C1J+N+>Htjw7u%aId{tAzRtk zXsUd0mN$1kGB~2*lxH(&rT#GreF#0ozkn*_#r{ju@uNNYM_Gb=ng1fNBEJ(EPaVM{ zgxD`i>W0iCMw=j>V>adF44N)6y05vhpqXpz^X)bcA6WEDeyy$}IibWaS8}MRMOuMM zGlHXp(snY_Cn|R3kRrsU+xn{=B{wG_Uy-d}{75KmAxDfU`1RX*(;qD<*H!(wm><`t zAl6WZ8c#}L8+};eP;*-UirMCC3bvWqyvquD)ymO|DO}jPp1rA^G9!7fJ7;R1{=FNE zOHw=wNe$id;aMJh(faPKvn4ef5+q{-%D(6kC2| zc&avj#8q*;M$wWkQUu4w-KdyKFgqg2A9bo>^RA&c@NGsZybq#?IK^ak=g2lq3{nI) zVb60*Bo3#=+UdIKJ{d$Aw#~FK+Ud6Ny+qbU&^%D@L;yk z+E2AkMlp+*zE(7PTNTBNiJ`>u*q(BbO9YsV?TS_9D{N|3=}TjBURW;l$)gv%Hjw$r zo4J@r9vB%G>#j z`A(5NOSK+(Cbs`gmP&A(x9QY;jlb1siUfV#%cADd}$3*s&rZS?fG^o%x{)Zj?N92|ZtKEh@nWjz#3= z^oo{noC?u>`JZJip`qW5jTFOQnkMnxDT4{zRT6U$;lp?CFdlRx2&Wd(omJAkE{UQCrk+GWksL9fI&Le-q-7qHV2@;HZ^}_qwGi`7Irr<&12r(>8K?R<9T1CZn5GRi@$)LaLSGI zmY{mnpr^+ixnT;sv-;ge4r(yOWdp_Fp!CLAg+O*H z#E*sE$eFr}LOE{Y?jYe}t&ghmrJM_&R6ZRUIS9fJ-}OHwSPzX5*S%*+5_#Vu@1?M> z(<5omF?_=MTD|gRz`47ZQ*z2nMsL{`pIoE5;q{d+Kdm9I@S_Wl^rhi^tgC8bi|I*M|*{CyRbJVJ7>k+cJRpm zYI(X@{lw^mjeegG^fpa3l>w?;BC+kwV!^&bFQ;dDNK=A?rli5`zy&vGN-&NxUrxOV z)4x=c*}93ALIS(ouQk1A+aw)FDlutG(+qP|I+^;AmwM79z-|dlp4N#j1ZD5J%BH1jLb()fD?o zsrst@Yh+91}NiOqZ*7%o!Z<0Csxe!ZSt{(lwXL3&%iCOcd8lFxM5GI zVf{gNIm1sy2D^wE=}s*^`i3`>qkd1G$}oMPb!G&6{p}1Rp(Pe6_?G&N$1c?CnRwfV zMA*1~ehf9xe{?i1{?(!LnNIvo`=-f`fN$N?*85z(l$!F29vF}D;4D||*Hb9tivGX^ zi1H(Xx<=9(bcCC1r(bsO{?qAPf$ReML%X?*E*T0ndBFn-%3S%W!?ted>ngyd)ZmXJRG}XOj_VmbNTG>=bNM8+4czR zjDt>tt;)cB*e+J|pD704*pC2CRKv#7kUz@+?cNGnNf(B{Lzf;3RaieN;v*N$smbkN zpu6=V0YV^wZeu9Bizb)2l!OIH1Yjrj`lJINVnSc5Pk!b}7Pw&nBW<0-Y zr>&%$uGuNq5`mxOFN43Ld=Ik~UaRvEV@A`zJWIm~1>l4{Fba4Xac77=EbQ5bfy>2m zw5R=ksy5lA8m6%ME`}qBA>y_dyZMm8=3pKAG{)pA8zW{7pY$9hF)KnP$lk-yT%g>(Cm?U@9W@eQcYZmz!R zBTJenZ6(CxFKNcD=LeSA#5c_VOPjYC^{mXNf?a&38Mbq=Awb-=T^I0~Pi0_SQ$5u6 z=FKqJ=iKbPXWb9)M8^=5*VCKu?bm{MwOZ}1*%&n)C_r3(vh@k3l?q1adq24JS4EHs zNvq<)v(k{UpzWB(VtrU6DzJN5c**wFEv*Tu}3)bgG}1;*a$M+R5+~eyKqP!Yo9y2NsVpBx_YEGK33nK z+EQrrlIbVwJQ87Rq*)<1QM_%Hd`#fl@JE>g@+--5cOu)ZZ4=E?5*0f5yEr>Sx>(NE zN4-^*s}N#ZSWbJ{Vw=ft@!A0~%(2Jt2BH^4Rib5wcoS~t)^ zh5JjPI0DLUg&@dsqgXi!X~#=vJJq0nh6S%dT^5zh%{a$>NNH-g>cp`hHZgdS+vT~c zJTXPI0Gw++Rm|IWr~L{y^h4ppoYZ?l$yJhXSb_s>pj)4e(W70*AUr>WEL!x(IZ;YZzC< zhhsi2dPlHN!Eh1OVUkSbz|A;kqPf4i(pevyq^Fw8t2ytXaadm9N4>+fRF95JrjWr0 zI3hf(HdQvrO$p#P^;O&|F?Qi+h^Ek_@}A^u-~5FhSK58rBoFe(LT-`PqZm#eX-0y% zLP%UW0b7)TjeoNuq#qLYP<#opfNYpuyi6N&gDlZ&@3V9SQ_VO#OYOrhz`6CG6H^!U zwjtJ9pibD%GY^5)q0IZ5gMq$i`frHl%6P^s98xlNPYcz~%k>p{T~cwNtXDrwn>gnL z8PZ33JUb=}8$#^{9ctUD$%E9vokp5xMHTbNqqdweIk$fzCAr+dL?d%WL{?j;@@@$2 zxYg4#7Kuta0C%qLL3~UL7!jAuJ)`lEIV3=DZfNE$gC?54?q|DHD49W-OClm8%eK=Y zDlmV$Cz3EL2n5Q+aTh{o2LS6OK1o_sok;xl>x=}pWs%yJc30%(#=cS!^a$J^Bx+=L ztkQU&iHG4GE^B2CG&WQ=14-J+fyYmT5$MU9(JaqY$~;u44%}$SA0>z&KMe%T&Z9?< zW*GKuy4CA9G@Pm+oDq{BQBrS5YQe$tkAKAvbl|_exc#UqX8o<(z-T(*FOB>rq?9b$9-f!9CB&0s0bUJj20GXsp$S|u+D;D6U@o$^ zuUy~|{|Y|BN9EGd4&5w_cRZ2VLTHC*_}sw8y;Bjwe-!7v{sNyT?&rw zwrfMc!$r%83S=2Qk(J+j8*J${2KArA0>tI7`1nMQ=OZtx=Ik!yZXH~60^ln`fLRs4 zc>chlF;Yqp1+^m&2Y}!N63F)p!=#rrym~7JNk=EIYE*v$1P8Y~Y!MyVF`ZVin~&hh z;PkL|y+_HBcpLPYcidViwU-fp;Aob$2-LYpUU+hW#Iw!pcQw@8IiUJoU-c1~FNxit z1{Ggy;Mp*djd?Wdya;4&BY(V)$cp+ksPiLukFMoBzmHr>9iCk_+E)8 z%RjwxYzx&F5=WU?v)yUyF9G0a>QG2(8i~Z4vAT07(%RUpWUhsYqQAA!oN3i@p+XHG zMb+KzTo|fA=Y@<|jDJr31(j5m^OGRpoOpULVKm(*rXFsVw(iu+qAwCWVr`y=daHS1h5*mYTk{TT)eK&8kIgjZdHljy#(7)A$IL)6>|naK zK8Oe=O5l3Dg5Z#fW7rzK1j^*snxRQhrMKy{_u;YeJ#er^!LUyRPYa z$h~cY=BF360n(W5)S_p|5KO>w<~WKlY>v(GD6%F2N&Q2y%E_3{Vs4}EVc}#`EU))$ z#3XDA$3}*`jgBZcYk0&>A~RWqe|r{#mXc}OQy4nhTKv$}!%{<(o!Fi!LWkK6N}49+ z@CDu84`eu2%sbr^!c+%RvDU>Vi>aMUj$b7g%2XSt;I-U?xqHF#I^IdMsV~AR*hOnwM?`uYpyh*5eRXOw&&SGP111FKM~Su`$p%3M9RQAZGvy1DGo&LJS= z6T6E$dw|RFa!EAn7QGH*sroW1(lHgNJHc&|dftju@|f%K$boqWyRG}9B-2o{9hQ*c zmVdp!KP+YpI5wqL3`@)<`4!w`#$+{3t0Z*Y{grhCRHUW2elc&42|L5(1I=G!auu<4Yf>7Ixh(n~rZlXdo(JLhlbb9U8MMp3EUwq<6R+AXrh4XMAPyaKbp zTUor5*6~indC<6|1m=FUogu4Hr@fxHOnyFqlCnMi9iVzMH`Vb9;!aBKZ5CcIdXH%v zD;?wf9rY}1{qup-U{jW29k7rZw1JQhtsoPz?)4-%XUrCccpuHs3T9kQ-cg#boNRBz z6xN%dP`;IE-^*^20|LAotfZ}E-K>G$ea62EY6llE|8JA977DfLA6oAJm-zm_e&PQx zCFda6>TdqU-GuIU*S-jhds-UhdPLtL=C?H=m@c@KMafIf41cyQfL;CTQRu^N@{fT( zLv`8N;nz|SOh_tVa3hLf5P$ZAY0%jWg>-FaGsyHWBZLJ059Yzv$ng`ugXx6+yjqy@ zNZ^3vWoibVN?(EIFfh(M)%98+s^|br_X>lOaq3)F2&dr?Ct|roP`)XYlI3>UqqZ-r+`vW4IsM?_zNOq^#d9-PB=-mMgY35hP4avF6fO>HgF za#St|1_6I2?IK_FX3eOmiojJx%tF0y82Eq>N0K+$F^~v;v5SBu^+T)qa0xj2|~6Ey?=H=a6%|GWFT~_%{N(dih<*Ey7U_K4w#jn zF8m~jh<{;;FjbR3N=HR)v_dIiVTRG3it&$Ef>V)k^3Il!0oWlH89w{=jjTRnyE91R zxXyeT%DG1OH)_k*V=Cg!vl9ls5=}HR8YOcbh9z#4HtJ`Y9tb|0GQJ4u6W!fWGeGTl ziZdN`FacmCpvbRXUL?P?Qq*@EnyUemQohOw+K3Xao!i{r%!=6yO0&@dF5j)53=Rq@ z=v<&mTr1E5HHn<1`E?o?%&uJ->#Qg%Fo%0G!!=#JGmw(9fBFfH zl2HS_n6^CR{3F_v$a4P3}3#*pK}%iiGH_ z!&Q`#AjElaH&VZC=`BQ!vN$l!pyxkmKu27xJgRYy+$PO=z~Rd53yoVLDEm%I_xJU8 z`4*tZAa;BbJXEe8Dex5yfpr2W%N;AoQl&nT^tUwXJL`nwTd52E-~zAhvkoB7{{%Fl zQvPJ@&OUeHwYwH1*1|JB{z%igLH&RXeNtX0ho>+gu= z$}HZf^@Ax;0(=~8sS;8M(egqM@Ne4_qUI9B27!ijCgD;{1EvFdP`kZi*+SJ1lEIGD zrq}~2FgA>M$Ah&HYgYYz51*`jEKao@F?PBArLgU1aO@3|%@&?o-WIjIEqK?oF<_RH zF#g?`)1CK_dm6{k+@oER`?=_)ecGMi+v!XAZrYy(1=(5ME``P}BYJ_-we^LQ_}rHA z6t@BL{q7g-H^>Qr6}W+Nu6*VQw`c@n=8`<+Dq`RzgOL(qZKzk@m^E zuouBc=ax?r1T=74z!;z)E|hhPRnKHVc5+bmd%+7+wpO^Fzm0+Pp_2fa`UlHTb*WPe zvu(Z&U6sNffS)#{II zP}V;NLjSk>*Z=49`M-o>n(j?22albjV4R4Y%9U^yGwPE~@RzS$`!#Ap1C`{6$@la? zvaXb8oBpO;q`0mmY(E|Uhg`bt?9h?33gGs<@q1`H>T0{`R)sUl|8mrgFxyYy+2jGw zn04mMd#m3mQG4slL% z1)21_sVOGj5GJ3sm^>E;9wLI%4><&up6fhH7^gz$c5XOUkgKaD@b{70@pwHIL+d-6 zl3fAkZC?dM1+j=7*_6+Vl*n&qRWm|kn%>LcENRjX?4~o5qc-PS;QjpsVo$M=PHlE9fwCyz*=9W{RV zqpVQ8bHCd894R=LiyuWu_#1t^BBUFY) z%#U&yk^l}H4t-7^AO|aVP8)*Z_6jJG5~IV-Fo7$WFCLcY2tG~^vi)p=HgbRR$h^p} z`BUk@?cxeOQC|v}bsSs$cg4xhJq3W{rpz`YiUrKac5Ut(`89kUe+qcNF*(0N;LNzM zA%ki51Ck`sIoF&7-}of+MI2B~$|@#vL%HNaotBD#n?;oPkcdS3*+7=ZpUG_-dgW7# z6&2)-W)!0bQ&Y_qSmDt=Npc+KR$k7+nzc8 zx0I-2L!xKld!7nF64Cjpm4N{-MOEIE+5`D5o5Z7$!-g4ZWY2-tln~3Zw?Igs!0oHx4W??8f zFGZ-kT)mWh0@6x<5!2IXY4jqw)_!?rze0zHMGruJmN5MPUD#$=N7fVA>6#mSu#=reAqT4n+yQX)d~7kwz!%$l^P}O zb)Sd{RyH;s<#VTj?;{^AOD>R;Fs_efdN`@);Xx7AQ( z8e%-5^YYYBX7`rMzPQdM$Fv7L5l<&LSYo@%VR!U;zWY4TOah(v(Swdn&<*_sd0Uc5 z`%Km>L@v(RdW=8v?3#MH&c<%3f4ajFeqbP5MFzPYZNC@7><~)Wv=Pcp@#$H}+%*+s zH4Y_n)`f$S5TFuMv+Y9ATu@Uv!ey}mFN?d$QvKO`BPvZZ=s|cJZt0(dxefUS7nKFI zP!+B+FSD7ULo{w<-d{6NZ%uml2ccj|0>}MWr2q2vE68Qa(RCY8D1ldK9&(PFEcg$6 zmi*sE^7>bk5hp10>xkteE4;Fb(C)pkx*O^5je@JFb<^H73lQ5PBVQ5>P!Gls8aiar zejD}xHGQ3oggRsGJj%`#kQ6W@$atZi!y*Dvd15TdC=INW!nGftXazKVKhzyWlS2;V3@cnfKdKs zUx{rpbVb-1ufhj*9#?HsFK9%kSc^b4kEtARFQ29S!d4&S%`ZkM`vA(jl$|-r83mrX zHuNj~GX!#}&;r9RPzi`TTM=wUWEUWtK4X1tchM~>Itku6aof9=Bnh(TtGlrQp1B=N0Rk3;{w8=3eF7kFLzUHBxlrL zt#ZsqTuqaL(I;S2&U*qmC!_$1!)$=lVvfQ;UBwnVDYe>MnQaq-^)!BfPrn)`=i*}c zZ=w0U42|`zD@h!HRD&87TxIuU3j20TZFMaY(yx`Z4{snei`>{8@`vs@`d9oUMl4`70BP7%1{3c_Pc59UUdfZFxHUXcvaXp z=GOvINvl)uP-UcQOcX>RnmJH37;-t%HVryAzb``9i(1(fHp!O!Aef{L7vs$t^={FK z6#r<|Ma^pHQw*cS1s(UTn4^s@y4*$?p{wXc9$?nGmQ&+CTk6oK2i#8wl>q{Ib`Uo; zbn9aw2Q7*pju-&7_vQsaxf!xeuTG7OpDy=IB>Ld5Z&XHU5RS2p*rlwKDwOgvy3?l6- zQaP52GTD{m77`9+D)cL#BIj3kDC8aU=FXjaT!Flnn>h5AT}l`?`TP;pEc9Q@t6aK_ z1YB~3AR(EOW$9eV=gAy~ql?|bQt1z3{KEv{7iU@=tmBK6@w)o0k#cc!WY8o1+Ci(l*{C4S{FoZ1ncuraJCI^3R1yMbxGKih=% zm}haJKivb=Ig^dAPiW9br@$rga6EBrU1w?zUTgJe20;x5gb1EDP79r;j|`0#~k}I z&&NO=+w6Y2U-IM~ml)hs(-#Hl#J}7w*U~5wyXyXd#|3K?TWFLahhD~)mV^Z9)tazs zCNABB-w|(ghV?3x4kxqO%ACdEo>9Obd%@!JbMfX)#qF8U5fsZeWqyG{uPDGENO)?O z!R!eHXfE}L)ym!NJ^Brd5QZ-wySw?!JJkk^U3Ye_4TKo?bK9FE2v{<~kU^v`aqmox zX`Q<5aHf69w;{$wFD5VCgWt67FQymI+J!tSq3*WI!x&O`V*|%Kqq?PicPuyuaE9eI zmcj%1-15YbfJ+1;vcCLogX9iLlQ|NF+EG4YITP+x`7W1kmRW6|)b7uG*$y+!BwA_* ze!H_|^T{H@?h!vh6n1XR`&^Ob`hYVuZU~MdCrZkt-FwYm!D`QAYWn;YZq@zM#U)ed z)-mjbaS#A>%kCSf2N(=JuHa_R=4^n+)8h(j2 zV1GiK?@F<#QR`H%AmC@SIpJ;zn1eFH?gp)xrraQMR1CUoqh>xuChSP;Ocmdzb;A^- z)fM{u{KyPM%ZBjKb#0S{d!xe{AA!f*~?sQ!lVu&pN zyoJ4HYP`lW@kYdy*)J$#=SeA_y}m*|COn0Go%oJO1(*vls`$FI!|NnJn+yAZ_oWIwdE)fv05tR=&Wa^ca!`BHi4!KA&~?1EvEX>@s*##2S`asEGF|nOCn= zb8{yW>6a>Cy*)%tj?a|kC0JOJv)VFgJM&t?f8!z0gwQUskndE;x2NF4^Fw-v`%5To ztr9RED&RjJZk6;>!l&G%!_!bRIcbWMb^8f1-1=Qu!va1H>%7?J0}*6ChU`(l00Dg$ zwb-bRCu&J0;Yz}CA_?V*T5m@y*4Y~zg9ZoC7eglGPui~om?ay%H;qPu#lalhV0Zr-QRq)67+|`` zI(V0ZO2fg7AZ5pPadycItU;debx0f~7YRTlYr6HKEWYJ$K;!t}XZNpaupMe(^va7M{SZw%i~Y{tEGSr64F+C_7QJ zIVkFukxc^$gmd~re4pj6qeO){?KQ6;rmr{lunOwS`gKp@D}6OGO!ll9=gmKcWXQnA z3OzHKD29o~VlMed7s9_!f!+FX3hgx}X{z4F;3l;N@&Xsoe?s2!wyk=Hhs|W-GB+~8VC|Y*e2`2|zJ`o9?M>i+`Gt1GryurE@ny&AS1t zeAYRE8lOe`vpj2GM}qYi{|8%v2JcNx7rl7PNT>{s+g)z~oyH4G)h1ncnNvGF5*9af zImpzIE@XbP)z~u@8W;I>_cqfO%<}rg72h9?exih>cmXSl3>1;)2-LEcQ_GjldzkC` zaU&#Y(;KK)o1r{EKqQH9DWqM1oCttpl@%!F1;AlmTVdKZU-JTHg30C7EZ!TF{bn9Y2 z3U%-zX0PmPeSS(jy39cir@L^|hkRl1u2Vm{g+y^7AwQejtX^p{)!WkB92mXD5Z0)U z>9Yk1#|3IajGfGqODaCCK&safc*G6W_bZYGzW`Ji5+B#$F?cgm*Uib zXvrei91kUXfVH`qnWz!c7#hRmH9R#XXVKipYEyFXfzm*e%tR7dRRDVu%%H@)lP@LRX zg;(uXHW$nW@xD{}Kv%b%n!d0)KjKgoL3D$z-pDMuc{B=pZDi+Cos0N`B(S;PQpWmv z$ncrTR10Qh@7QwIW2pYGhDcslI@Gpn7SR$E?`y&gua{Un;jWU~@0DGx0n(9EC0_ND zo}&M@@&`!Y5Eq%(v*0j-sl&1(GtPyBk%C{LzickF0>M|sc3@w;P$)PSA7pqq8`)Y6 zUchY1Chg(ufpSoXw!J%Bn7Ayj60nvPtgfGLfI`ImD13kAMct2(0%LazvM6u8>9K9{ zW7W$hCpZdIsI&fAS*ilItZneJrM%a!niDlvsMPI`-07Ii8t*hvxE$)65G{x2`U)QB zCF5hlkT--i6QcWvkr58rp-(v~dyH=@pZ`hW-M=uI|6wuzUt0ViSOWa{-}7YzUEM)~ z{-m1jQHqetW5BP@Khp%y(}rld$)R~Dvji{m)5&5U+rIRvSSrK66q#Lgf&MTMg|*DX~KV&wBi4 zIvO+F;D;b#r$Pp9PeCJm(e|4GgAWG`7z}Sn;otLsDk0*L6+pDp*3ezIT6PfRtR^8q zMYP}yNjAV{=mxRy(BIt-19N5y~uKcgSHzU2+x{WLi zbHM>+j8h1Fg+~4EFb>!)lpqNmn2Lmv#Xl(-hP$GGVYo)~@7R4t5P#2e&^`!lpCa#C{)!5&@+xUX4!Uaa56zZ z=zKuO*3oXZc6N5QK_atl%|X>xJw=0;6ne>Opt`>P{hgXXeR{upO@y!XjTd|ny^!O9 zbeeB)xq*`hDCty@L!FWO6O(sFu)hmw!$b?4Cx9(CL^Np!(midw%3#Vqp7xVK2Pwo7 zhMC}sbmoO*3^qGIoy*OoPFyV+AU_~aLw$iYSIk@Rn1tci_$`c~7=J9~P7uC&6jtO_ zv&%aEaHqD9lw3g1g&l*#4jR{Q;g;Z;MT-iMM}B8v=+oYrqM!1XD}c;b4gb6uZUxYI zzHZE0h0IyuZad`DRT&e0?o=q)ZJj$KibZYQGL&Y}|;Oa=8sR7W;(_BA1w)QjFik(f6 zWIbb^pC(`R5Vu4;D3%;VE}svDtckh}4sw^AM{rsVS6|dz`1%()>@DDdzdc!h6*7>d ze{BXUEHAUwe?vwFuyMqI0EPdB?Sv^E%dS*BaI- z0ll{w9E!H51f_{nJ8>QKY~t6!H&UrD06X__X-4YTnEAK0u7?^vBnHbfZ#JRtzH_i2 z0Hr7AC*;>Q@tQlGo$#dDv{qg-G%l6C;%R~Mrfwh>TYO-)Id8d$XpViS#|ZQklYw|z z8t*kBj^Y5NwQ=G&eIQ^1K|ZHtFx}|K%L?1B1;jpKY_+a&ws+yfiKp9+k|*T>dxJUi zKaodC7H~tFKyR#IG^?4eeKJP!5((0<@y(%qD~Hv~)a@DEimqEho z&3z^wg<9tjC~#Y%>wE&Icix_F_6FEE8jiQN37!SEPLLWPMz(nfGX5sCJhR5N1k z9AAy-@Q2C;IcWP;-=Mw5q8SdNdB!qy3C@Z|iD#$a9dMvs2BN6o)bq+?s>0+)B&pY4 z+jfXjCks5Et3eBpS^mV95wTs4dNpzzdWU(c^?IkZmk)wx)!pXo&Qx$OU=IT4_&8;u zkIo_dWdD}W2Qun!T;T(h z_rX4795!Nr4M1<~wms3TvDPseK^CF67n>%h;^euDBtiWQ{xCLSwtptCck@>pM#pfTFH>KjHi_q^U4uhGJv9_8?ncN)jW`Oz;~R0Nk!zu8$Ppb9ihqc{ZLe2OX1*wdZxF-oAMW2YDXgfG)THQjaecGgnDfO z(uy7b*G@#E2-UA@;9(Rv5Czv3`t8o|N<9m;3=wmM)$f`D`Bqo+FsyzC?zjI#`pYx; z?lvTP49pJ!Sa=j2dv!fU`hzVf34sme#&Ccl5B?~DCx4W{wTKJbJTP*gwH5+9aA>kF zeP=b4!Z#J|$eu;=5@!4opZh7r;F9t<3fh5zqzFhh8c4dV?A0t{Ucv=oInPeY08Hq`N!M}S12OP#>pFYLRpnDmWl|4UXTsge7k7=o~j4dI$rA?%2JtOEmiMwW(V&01mg{{N! zHqR}ZmEB5|hU6yi-%Y+~WoyW2=3@#PZb6d433J<6*mq7iq{cpLm#=)j8L{Cr=|ml{v{EYvv&hP_hhN1Fx5 z$+%Ywn0Ayn7^f*FVXZS#S_BVxY8+s~Wc^&f!5OOHRadK`7r&1d+&rEu9CKkYUzUPH z)SUGIn#7YLvRD=$?C7uwvwg;3DVo78#a@L#uo;51yOEK&U0|afm^ z{Nu3o?!{)^`NG!$rCC0(?dm`CI2w+03b{16recCWY70A+!=Mu=c*W4V&dd<>MXeyx zgZnTpl2T_XE7Tii+N!LlZa&wwt`ipi%9V(P^WrlhQzGh5s^zn>bP0H#^E(>; zK&!$%=HB{F*=)tYMa(Jy(4H{r^+5-nX9i3 zoX$Ug0zG>U>I-^J8Nzj$c!P;)Ai^jliyZH_TsH*z7iM}G9MP~z`~aNy#@*P2NYEuf zQ~}EH|5+m07rA4h{0FI1E%-j85#(NVv`y8K_fiI(-S4|`Z~wEA)iDRakmLGUipaeOsX z^>c3@0TSOoFh~7j!j-Rmw~#!(qvhe}B7KJ>F{fH3fC)O4IWeCum{%3`$ib5(_^r~67?NHXh(wIN%MFByJ^!3F& zFvtPwtS8cc8?0321lGf?;9I%GuskTnbm>MgY%91afW14+r7<+P@^sEGKsNAl?}k2c z7!w}5>Cb(D;lZE(q%?yZ#XqGm+Bp6%(UmP+UiU-5dlXs{MEfQ1M>M-HU;fOVR7JgA zgD9cG`Qt%jd<{@PGwg@`=R;dJrCNfyDc_nSWMwu8ozHJPo!H@1X zeXoB#@lL+T-1m5;Bh^WIJCKvWO=9I3>!qFm-759@c-i3OQK@1G)<5jV_qMggq=V&lkw^pPJ;^){0+? z|5J(6wa2S6aSnuae)l;aWF#H`5Rf5Q@i)A!@;DNWh>naO5#8{#dJXqyjuG#LH%!RV)`+YpplaCj~`&QCo> z?H2}_LfuU!KP4kep+szy;T*W-uP9@XfQd8qQzQCsOe)CwcsvXCN3)FCGH}9Qy;HRL z>7nVt2o4aUJwJOXE9NDuhUw8*5c4W9-2C^lngmGz`NaDxq@B~p0VWqo>wzc;GjrF56Xb^k@O3dvVriXF&VatId-X>p66lrjvR@T2 zXlGrq?gPK?+{xoKYjF<5KBq~WavYi7tQ0wvKHsAGOY7)L75Xca(%|SKtqPshoLy-& zACv8Bs3m@NNamo+37W!de1}=l?!DS!e6B@DEV*zRYLk@}-Bz;cC6bXAGI;8b&TY))C}zjwZJ4 zpI6hL-uA6nU{BwF#(3x}j99&kcUIf0o3-dG)VJUUQT;Yy97K>fNDO8oWlnMKr4q%y zHc&{@Aw=C|uAcuz;+EQ4o@?Wc)cfl5L2+lL5pY3mXp~)D6`Zx3e_FN3I_Tjq&pRK`|}r86aKD1+QDkKjjUW zH-&7;2rXA5cpoJNV<}VCIZEkP25ol`mzka15x&ctWjRmv4R7UKe_3J$%T3QqrfUK4 z%wBd!5}wGIigcSyH0ag+Ef;?{SQdB%7b6x$Z47=!1Xo|Pi!|t>8f{_Zv+Pydxc09@ z5-v;5T2Z3Q1-o(<;zF{yXhn0z08CdGUP} zzWuHNY5HWZ`