From bd029bcdd9af6b17080342c2350f10fd263bea46 Mon Sep 17 00:00:00 2001 From: Peter Schaefer Date: Fri, 7 Dec 2012 16:19:35 +0100 Subject: [PATCH] =?utf8?q?[doc]=20Kapitel=202+3=20=C3=BCberarbeitet?= MIME-Version: 1.0 Content-Type: text/plain; charset=utf8 Content-Transfer-Encoding: 8bit --- doc/doc.pdf | Bin 322902 -> 322161 bytes doc/doc.tex | 151 ++++++++++++------------- doc/fig/net_single.eps | 247 +++++++++++++++++++++++++++++++++++++++++ 3 files changed, 321 insertions(+), 77 deletions(-) create mode 100644 doc/fig/net_single.eps diff --git a/doc/doc.pdf b/doc/doc.pdf index 219988ae6d58e0d4026b571ab4f02b0e12a13f21..811cd6aa40b2edea21dfeb5804efe8e59325a9f7 100644 GIT binary patch delta 102695 zcmV($K;ysG+7t2A6R@@ie@T-iM^Y9X>i`!n!>Nw%F_+R<=*~_!P{7Q@S ztG8$A@wq&|KKt#NEdL`)qw~)%v7J1Zeo@kz^ULqfWNGi!xwn3af9IDk&wjO&`wJG;a)E{5`cz)YpYF{fw3HqPfVb@M zmRLj(`0nL%XnVa^e@m1eCkrbP-l*Np{=zTTyP$U;_7~c^MGC$9Is9qDg6n#dn%WR+ zQ`n}bbxhb3yD007g_YK4ui6_=$ukW@i)dlT++u=IyC*P4P>a=a_v2p0MQQDKuiG1a zwA+d*a}o{x%#r z?1OS>JHlI>}f%-|bOMlrf7jO)UD$hqmy3h%d5O zh-h|SlZWe9f8Mn{t*>}TetwIp0FovxY5DEG{@L~8ZUuMeQZCV2H7U4@Fh7^|;-B}R zp}~W6fjSy3Kxz!^q5$QvQpVlk#a=Hu_y`j-FfXHV7t13!Ok?ySoZ9^z^rM^>4j;A;x>T)mWTfhB>&m}DXH z;rvgsI@(){ZO|mrU!S&Lci$ybq(G-o(s8C11oUu~TR5xARBUi*OAKrYwEYpLrNI)w zN#d$uYQjp;xjHjw+x~ou4LqEy0ab((aJayuLYo z>&Nz2e;<-AL`x7&=#i{>ZV2y^U;Cyf{Q}K^HI<>AOu}ny00q`$OS9I5MY@giF(#cM z{HUFf)=lSh+q%c?P_P{$kTDN9s1A$rw#*NozV4fpmxL~gJiKZ{4?EHqQl6!WX$R*F z(j`F(mC$)wzrbx#0URThq&Hnlj^y#P)SnCFe{jImfgR9Z*xf(E3YHK&c+`Gmha~GJ zxQKQbPfFXhY^9N|(3pW$1w|WWOT!U4=-}^htRNNGp~DRk@T^V}7EDg|*f*pcJ$jci z-2i+408uQ;43?B^GdVl*7Ev}{gRc5uZIfONRsdYMr{)cP0lM%D1%@)8+Gn7$Qp#XT zfBQ(=qw9#lRNMYXZ7*+e@lpt-^J|k8jZ3KS{0&Uf!!$t{1#F%cegUWh>x8oqU<~8# z+gHhISmn7X+cafcyZiHTx?T?B!YR~-U!k{jFnP&gnXotwPX6402M4#7U(pl#8MXrC z@%(}`-~ILe@`tmF2r}TK2UYNON7LSbe;HAd+Z(_Ppwo_Qk6eO@(sF~sg1`c(+8D)p z@eVu)*Rzs~moe7HMA>e;W_*WM3SW#_CfHdhCT^{#G z#4}ciW?gUwE3rp?-gDz37{b0DC~~lPx>J93$G+lWm8O4-ryhc~oSZliRy=SJe^8i} z%5SJqPW*taQR>bSv-S4x(V8hMWaQ>zVJiAQk~87&pFc!$?pmabR{wsB{0XNM9pF=b zkv8q)y%svDNM0yxA1kN-=L`Liq}qbgZ!9!5z2Aw-)Vj`{Lo5ic6ifnqL-DW98tP`= z5I;p8KdT*dFGC#Gzqc)g_a}6Te@$zNccD=bB= z)U#2jmGBqubrlSoaD zWR`A+j)XKP8}n*FjuJ2;fC_e7^Jy9(6P!%Dpu&X6#wej6r{)T32$HN4f5@0gXw-ua z`^{*9{7U=_L0;EY|ERQJ2xoi}k;{EB5Gn*s{J@dH*gOuxjv!_TK|-jFo+5Zd-Atbd zd$4Fh%|p-Cq<`-|*90j5D_sn)aPTuwRX)6FN8V${d|n_RR6h=6M?XxU`FSY^xBBXhZM-!*(&j}AP>x4xjnfvw zl76h9H3bk_!Pd)qE~uZgxoUyAg@N6Ms)dZjHdL+Hb(D<3aOUYdf1}#Mgs08~140du zC&1(X_fc~hIvWhBYS>&NPw6};=IPxV!e-Kn1X1JmHE1MVTb z1&E~&z{0H*JsGbxD@`lyEc~0c0!iYDf6GQm!CNRW+9BI7X2?-3ES}>4tlH+@P)A;0 z+wk+WSKLrr&9*RP8M7p(nI-6gXn2G!1ZHsl52m$Uc3YP6KM|=A%bHx|x1(DuoN3W&OsWtu>)J(*rymN{ z2m%rQYabxwu+HlRrvbEn5)q4SHZ3V=mB;65HV@Rie|5FkSqZp4Mhj0Op9TR<##FlG!ipop^PU<{X@I23r znC+1f!TkdZ_(hZKTG1eQqurim0;s9SFU~IiVkUn|-=Bi~(Iwn<>T$3My_rgGabSXq z{B9OKB!O~agBjc?dZ@kf#D70$a=5See_%0G5OMduhXs95;_;~WNN5BkmkThJ*?kTp z8Hf;Q9*>O=Sq01v3q8eZcX0A8Yi|ZDk@Z6m8uD#s7Ln#6n1(?2H(dcsenWez^~Xb= z3Q8FpzYftS9Hs@7@7~cx9cpgRfBSO_ zO}z~{6&(}NigZ$L|HD4z2bAL`lS<^k^P|ZycL^^<@P^mfKGmJ(VUbTAmYTE|p_B za9=i}PIW&`b*?EGrix?&%tv~Oe-bW`9EiTW801ijDO0imH$IT`tA-GeW%2Fe(?G5H z?=#fDGH>O6t2Gkh~iU2T4Tcx7qy$topN$o<1C4uC$ zQYH($RhsZ8DSg`tL>9J~!RRCp^??6?Vje!Chz|qfNv0I7mYr22H69nnf1m^nG!h@9 zl;cKzePB)vSZb%Xv12ZFvu*_P73yW!gxpB?ecfNKQ`!Wc;iL||r{dB~qC5;ZBoH|Y zevfN_w-I_tP2nWF8Dxcom7AFg{Oh{mLMpDr84?CcW@ zv<0ou%63#l8@Y}rs4&fVys)8@r1-JQ1e5p>wcARe%(YH!f$~(@0#;+7?H@~0&`>xK zY&f=Wa`l?Ts!d`Fisbu=E9_(-{0=5EP@6Dd<_qm(WdoU#l}>O|a^p!cKyFY763f*0 zaRiI3bU^}-DQh7Fe+`!gA`xOW>{`|EHK>livJ&Nb6$&wgqvKW)iQxKm-J#s+l+J)Y5mn%wSOi^)} z!%iAb4$|TQhTVUXtWI)e3d=34PHp(Sd}#yzWNWrq;^xrHe+pjW^&)Vof$x4I(?R`0 zpx*PFR%c2@wa-hCsH`t~+=*M)kvb)J4w#I3rpPRqca zrTZZ#vK4x+HX%%hMWvPVRThhkw3aI-8rQjTDW-J~Hp{AX#Ei`vJ@;E2$%A`}v%j|@ zfR%KFWLptxf71eqn?A7fT632ujxTWvV3;H2wQswI+_YkX9xxOG zNBQ2Bvq~X`fFDAb`Q0^}xbD8bZfmgsjAq?f^}?krvKxRMM+4|LQknVZ!MFA;Ae(iM z+8F2v&U5$Qd%U#jn%SH(s@+SJbds!vk{vLW>>F&&PzPIy*59?CIov|zavfgjNTqox z!Vcm(f6sa{_FPBb4>lfD7&cNcUUIA!o{{&l*0ndm4U^(v1p>x^cYJ->9F2WxvYf^;YZ*#p$ zVVw+Ca}kwYB#i<8c#5Ugl(^t~9fK*`Yrxw~!2jb#F=GOHOaj-q+6C^ETZN7(-XCu} z6#6BIAy3>jF2z5-7eGA*^DzL6y(uPeFV!dlS~&isd#iC$o8B z6TN{654xs6gAZ-+t_hpuKC+4PR(&rw1D2G3bum7WoT&FtJ{_X{_=)oS6jY^4NuVm3 z{BdE;{X8_iT#gOTKa&ssBYZ0$-+9neXoi!I?9G)-9f0HVl{&b09W7Z47t$Rze-L;z zALUM)tzQ`^F0)6!&Hn{fuTvt>l`CzJ$pTK7&U{Gzmro)*FF;cfWlb9wa~0dkIovM` zkier113!2q6XUDgH;PHP67Ck>ZEL)9fM4yY;3qRdHTf_wanL{FAAK(s86&i{hTu5I z8jq+?aHWDweJKGY0E2&O;Q(Jpf7~6}q2c|Wo=YMb4c!rG-mI+ogSnit+MKT3x_Mh;rjJ{EnWP=8 zw!sKOr;IYexGU2zu&YB%f1EDb%olNU%wz6#6(xX%v$&^^%w9O*Z^71=tI3N4@l@^D zDq&i+d(-cxYbKT{bX;NEhZZ{C>gCY_1TFcYXqdVAE^LMB@EOzx4$*dXavOrKUym zSgQTJYvg%Z6-?y3z}gt2)=Uq}234}XP^q-D$JWV~J(mQ8ecf4FWL?8x7TuU`}@Hne~5 zVe&Z}H#0l>(Q z+rKrv;d0i^3zV6r`=OOi=%sc<5=datS>pqT-%ecbuUE~|-M@HOrQV9c=%nF9Hjte8 zROp(QL$AG8bmIwo%|#$>+n8XOjq-UzmhiGtiF=G1Kd;z6en{bR`egQ(Xa5TVYgpK2 zZe(+GlcF6K12-`=le-;5f6I>?#Tn0e5-Fz~a_iiBf~TqX14JYo8{#A&Fe@R&aIi66 zFJ7<1+Qtf({OkFBRn=Wz_0-Jn5)&dzxLs3^@BOO!_!&!JJl{MRf7Ny;r7}~n5LiAv3_!1&12S^@i~@9YrNzWFSg1~R)_Hw zjY)$)Wui5TPh`J8%}3(*7u%f{lZkeLqgnLz$zL~jPd1-##1w?^A>(>^dXO|u4G3GuaWTf}wYkUOZ6M%M7))6Ic`c_!7UH03OBhtd4>=+J?zGJ$|%}V)9m) zvMFs}j&wn@)9dyXjvf7~t&n!SvsGad&dTvaIx0%$}W|Ax;=M9^jy9O=UNG0u*{E6dKwM3SC=<+HVp zi_A+iel;$?|B#f(0f*Bq35k+w@@|%iip@l;JsE^!vTqmBSIX?kK0%RDFabR6$iACp zA1CgKKE}S<&VW|~bST4>6uy2Wqa3_;w*H(|PP;)$vbpJSrHXR?eRJ~12cRTaYXl4dO$IS^3})ED z?)vD0&ph~dGP>H^GzmXy8@&UInpv*_VDx}HGa6iUfc0@5JtIMfcM8IR@;eJVt|FxL zC71-pe;Jrla4V1oUJ^D&8BJ=dCmmc!USuAuYtHKLY!QRyB7H)PLy~TtjwoQI(Y%3A zmPSiAIjP6bFlLqUYTgu1k{l9|Ay^MfM9Up`b-pZr4*o@_Ox{RgBR{^`;ye>^3R`?$ z*N{DjlT#3}H^4~4VnLk>`D~Dwpe3oEEhr_3e`%G%DrF1sHn{POA$oRNPa~p3f&$#^ zZOkxIfh-kiHj|-x_G|iv1lr`#weXNARj5X2*K>c9#+0zGkeYrztG{0+rPe+`e`ckw zzt$zB-UiOt#ql58oq@7SkpK1a`^9oj+Am@|ayDH_H73cvSV`!^<=63>t%lr3iZ|v1 zf3ip!y$Bizk>njBHAMx#hTmn3d9TD-D}6VH~J zZU&IHDgc@p!o=4_>e(@ipffm_CY-UUNtB{z__d5mqgpo;xOP~Gfkv!&pH6bLQ(ax) zMP&1I5!v20X`U4@)6WQR$W`#ku@gg0e`GsmWF35XUBhU>z-3BMb~4GW?hDy1AVJ1Z zssk2a7J>T3ISPKm<;n32rUywHjUx$}!apx&x5bawy*^~?QFGXR{$kZHW}Ctx1@7wk+=Z;ds>BREpa;AEDIlC>_IDY~8kt0^(0|<0}*0aNX>sXw*Y@9i4iI0AE=6C2=cm+lDfevC{ z3;PURMFg9}Jg`L}UK4bbLcsTme@v}|-Wom%nj!lXQe?R$YGrZDP~ne+-%;DGkG} zS#s+ro-U!eSdoVWl6Jbl?wYxXZxLLTAbEU$d-C1hb_jP92xYrRbapgB^~e?}vk{DJ z$g^++O#PD_RvOn0CaKiG@;3zai`>gB&(5kI{0*OG_}jf#@QX!1diz1d>f{^lMLHU*` z=vNd(mgZL`=yavet=U54#7)ril=lmnoI^5QNZ;TxG*UQaY|n@xEs;(fG-7LG9T&qs zx*oyAywL}XZ|}MYMG7Ym*t#{2x|&YPT7jY!aFiF-H$7fasb#cEe~z5tNGY{PQu{uZ zdGJJ2M2iT^3DGsTGLn0ct(QWwdB96?6T5a)Ep9tw;Nk<1?}&%Y!4~d`#nG)XQ_Ou9 z%pjf%W+4~h++-mXe@bLROlo`1K~rg>l1Vg0gf--i@;pe%paoNL-W`fiJeE-P!AT!v*BMF#NfqDsK3Gv_ zB?GpJYSw;s6&f4}ep&zkbE@8yx$msck4K>WUC#Ht>DFmo*_k$+O;=miZT6m{pJjFy zq#*jpwMM6y4Cq7bQduN(_CG;V-3ZC7@=CZKk|votb-+R$e+^>4BLxsvx+??0Yhak- z*z2>=M;e-E&sG3A%<+R@kEIg&2q_zc=dvT4-B`puJ>wSf!EvwLxU`#k<*&E>Xt@#C z<1TfFd~9V#iW#$#sv+4*>BV;0lyp-p5M#8n8FPVKycgBXT~bL8gQhX^%=ocoi^)4M zHSZ;7FX3S(e3L0!0bOtdXt|^tbx|1iKW)6*up}$vTXADj1*L#Rv++f&mE-eT~F7TI^Eo) zha1by4Vxsg0H~pzbfx2K0m$^A+dM&Kz+h+Bn>PS$ol}|*rfjMDjp{L(2V%!1M{R|G z``dS^3y{g9cJs_r?f{$8U|Z+ic~kQd0w|N?e>S|)T$yfi*JEdw(nC?ackb$Q@Q07&~%e>LlGVho4n8?whei~Nk+7CaN6KAW4a6!{G z{P>2@LbRY|Lv7-y^@`>1s{qPtqC8*D_9t2eND2h`aTfr3eB>#?cCfmg*rEwY6nurn ze_3~v@Ik?2H}YxWOX&5%f0++&WVmj~D8_{HdeI{?2+s>V-BnAp)Stu!H zR*rPk^j59EL)Y8Irh2t<=&hFd>g<3de?0JnUAsk|6m@s4zGwolX9OEU+BrF2yTNrx z`xApEgXrzhr^BZ-Jis~*6tWQRn9Z@9nE7ghJLe*7RXl&}sSKlMS1h}k2phab7FDIU zdd%K1?dw5uR+)Ox1{nb>5&ZZGz4Jky+CRSfmU)S9Y{xlWg{Svv^ocM-du>`1e`W;S zh%Wc465jNH8R=_$QUnT84w*AT6amD~Xb5`Y_DcYAOGtIk zW%_729D#2(n4Nd#<%#0%d%AQs=&Cq+u3;MsT#C=eDNL!^`{* z337E!5n&#`h)BA@?z^nBN)>iGf0N(?`ZF(Lo4&{=k?U`;D_>PTQ-Df$^Q!Z*=sWk$-ScWX!a@F_hVK!_Iiy?hF+*p1G^Jpdums&7kv z=n$>yTUE<$XwlDMS=xS)?lcg%&H3(L;=$b`gS*DmPg;j>w8fg0!)Iv|f2+We9WpSE zz>-C3`xcS3h-U|#+S);n>#_;CW}c;M9L)~ckNQe#MbN_@?9nA9WVPB=zz!iLAhd{H z?q22iPFGAO$%VBt7FJ>Wa0{J6{;U}z@&!wXow!`ezVtpPa0~_RU5&oV%^v#QXq`0X zV61P9Om6hBpQT$RV3+-@e=`RFXdNxB(FZW4L*a9k4BTKc#_bhryHPZ@(2Me1>yCEi z0ga|-S=@<`MTI!OS`C6`fbLfK_?QIhGw!3J=6Yf9wUoc0x+yUuiA1LW zLtZ!_Mwc~4U?!uk%2rIfwGXB{k*GWNQ_I}11L;)qEk?O15=<>uea%mA?2WL8s~}Yd z>2_+0j++81Dor+ce^(<+(1Dfv`Z4TPDN@zQebc$B7p6z?6vy~E$e_`>0W1CenD32( za@>%xRSZIg0{c8tw@cN&#_zEbUF!V!ej@|o3|Ik+lx=vP{|QBg9IN4cW2A7@%d$T* zFFD^l-F!J*Y~*lS7F**HEewiY^=hawA_c%QTzM#0?_Y)~aeigtkMM5-Q=_oG|l z93zQT0V`e^v^Al7Su7o54v3?o+(+2i>tAt5e$q$PeR7`VUh426JL)gfo^}brcz?}P z7F6mffBM)d6lz16hMl4tHG5rTIutWUj)`=cLvbthK3Q*;`lU&aD?;xSlWH+~h0IaD z(EAciW^4+2=F63b%y)$hm7{!dIv0sxN`##+&aZ#UHTfbzDH~*>SPVBurXJJs1zYmx z@$_&&lN+Qq4abuD;E;j2-mUG98qi$?Xfc3jf3QetRqjTiAgOlPJz}jI=d5pI-5S=m z_-X!*=RF$5&ZcScC@o8Rzr)IyklqLoHUK8*H_WGsDVrMF8MrYpS`w}_;=VZW!HShwNt{@E5Ah)m5Xq8dOYc2dTkQCfzn&_xn=CFp({GUk z15%4avWu+ktEK&NU?U$G{x|*o?fK^R1IdP`uQy?M;KTFH%MG9Y!KO*Wol~602hK;Y zwHQvn+wf_=6@%4w^uy`-=AYZoe|LL63ZaGDKH2e+IqUWI)=rGZD&w~o;Yo|_4?8wG z>4Z1iH@m$Wjq+a6(HFZt5Xm@m23GB*b)z+ME8;L?MsLS3+X}0c-M=g|{-ek*Lh1(-WG zw=z2}@?&NPnHtHG8dwi9e#l-uFjXuat2PV;Mf0}nlMOQ%e^1MK_0A$2wPIdr1oj-5gz_fQVEZg` zsD+w|XnMc{NYHT&2G2;j{dO|Wpw~p~&p{ce-F_X8?mdV+c_b5Fq4vOQx!nFIk9O1+ z)aw+L4s?ziRNGlWzXpkt2E9zzUl6-6{qCHmwu(?+nIjFag>5eykJK1|?(Z|%eG8Z= zf9RP2;iI2H6M$mTw*rn+cEggW3w*X3!C-00O;1q4w!pQxAz@8T@tA|pIzylDrIiY40vU;nI_S#Lu6ZFU zkKXquPxD)mY!R(&>zpU`!gIlK0g8ZTeGfNu-<}P$8p|GQ*G0(^Jq_ z&6u}6K6zhYo1-X$LXt|&B&Z3{@L&hLS4`8NGhG$^QK6$UO(I*iyp9Y(?2*MPa9d@*Y+A zfDwIC%6%QFp@~^Cp(W-sK}95S?$3663z02Ts(bzL6M}&>y{nd4gSx(0MC@@z0-qz- z8Cct{^Y&nO(YmJT+254>k~*;Q2DBXk7npQQ!&9;=4Y1KLNEqw!zK3`Af5NyqWXpK% zF}%`S#XKD3H6Uz6V#MguQuYz?>`zNc+&6 zz@78pk!n`+IcZWOO|HGQ1Zh^0qys?%l{*LP<&98aRxi@c_0X~OZDJ+z@L3>4!Njhk znPhHS_cMqA@Ie~edkJ_Ne@()~kAQz1%(Urk%n_DnSn*#JMZp&~u5iUOv_3j`+ep3U z{dee8^XOB5tZJ zS4oA&`=yra=|L+xF?v3J6~YJ&*F*yt0xn);81ZQGM#*j27)>6|e^R}U6F`l(UjhoS z5^YWi^g4;Oa~$;^;!G0wV_>h*WYGQd&pEeAVN5i+a75XM>a*i^wr|~uWByC{ox^cx zav-D|eoP38kd|F=_SA>ca}kzDx8VGoi-6zDR0P3>jj=WcIQfn=X~|UUBX3$X)yrPF zG}S92h&F(!I5aZGe*tNd$1+a>ZVrupnVg08cJjbIcb!ff*9e^EUhHG;|R~QF68Y$IbyzF;PJU!eNb&fjV+)AWCTi zwrO&RELiYG2>+@qe}W7EhJ_!w9?Twu5MUzV zT!KQW=a|-XPNw_Uid@#4JVw^^kI<*zL>}|T#>_u>J#OO&As0F}|@0q@>g{JOGHV~i@pUmJY4%Gj4LX^p)& z{1Q_pfXRzKS$s6`2y(pI14&sE^|v5HG_zP-zXQ{ae}Uv8ys8pHApAsRx{kff(5uPc zbX^xX86BPlP0}1oNs?V7&~m!Jec?F660;08@OM~6eQ@{fQ>w&ydDI<~Ah;VOlT|V6 z;^e~2BAlLce~WoEA>dYG9!<@q^CDjzux(pYLhQSoYC(hYJU_PidOQbU1!3SHVD|0; z&01&|e~M8!2;ekA>yR!d>wn4Fr+$^7pIUEALDqE*9iUaTbhFe(bgNmv-UlE+FuU5& zS->7?>L=0G0m*YegRYtdLL}{z&Bjc!lBQ3G58!Y==kt@{GhRzIYqM-hx}HR%01hQGkyb_MCMPRDV^>T`iMbq9I|Lq3e{#O3nzS10+CW;GP5@?^C&XL@NcClO z8>I_f`%+vZET$KVxTdeMOSJ-n$tu1wP$^|kf|pjMk2TgW_*m2^qPLHZliA+_Mj!=MhO*n`-R!>!+ie~nA*7wS#ZLtY_t9QLz?%WFyDky4J3$d8< zKUSrks&!~+a)UspS_4q`s`dRtD(38XQz*91>sPtd6@VwQ%5A?2?oR>irwr$?Ix4C`q%i+zdw@)^=zaIGJ z_80iaov;1?f8G0h_-J$Y-f(}pm$SH}xt9~(1D7)>ZAZ)(oW~18?}Sl&9o3W;e+{r? zz{#aW%PEw`q=g*kUQSIVJ>>2I@FG&5>X1#jp$Jaov}0;qLaD&Q^T9xfL-gRiDb3x{ zI!M1##upfFT!b0`QbWc%v0eF4dT)vfO~0ie)$0{Snj#K7Oq`iqOD>&!6Y}2L_Gw{- zHeL3j>M~A~_bzFv@1+!4GZxIAe`-9e$b!`hjvP=`=zYzO*{N+US^K{0A?;oyZ_$mm zj&+}6a#2~}(Y1@wceA}F<||L7&33JKtUzN|TnwV@t5!)aRsFfqoOPWrAa4<958?Ku zIP7=%+&Z@2@0LZMaQTe@k)fQg{r!O#kj&ba0a%!o43l8!!LCSX>G4-=?ki=ob(%O-F8tNd6S!YV_h ziVW3qsc!1zBi-qHe3TgdF9fH{CV;e4EaJAqok@rsK_0N7>F>d6105n&BHLV0fRNw3 z0<;Yx!-8saI1-PQ5Qrn4e?8W^MkXCgdUX#Su7j-14fkVg&XZEM4a047UIfA211`4< zPc3uZY}^l#z0#`XN~dI@QhRy-gNeDEgF9%5xDWko@5Bz7I-fFOm8BXz>Eyd2P+77w zN7;0*h3J<{p( zIN}~y)}2|&{sFa#NOf6luw^s?oE%Pi6LZe?YAs!ItiO1AXWDW|RtgB(rIa*Y z+$@-CvOZ<+Rp?#C%I=&l{o~GP)DKJ16>$gijWb8GVe?`CSp1n-pLX+?9mKqd8 zu2?AKOS|h){ajU%$U=uHcNn}%c@8dnb>%=EDhnT}9Mr+m&pkb@C!Iw#>LQYYFsYD<)KRoyoP=e7O?0{)S z=8-mUFhMyFoTUMSUCUu$Uek`GMJF2}JY1C_I}4AEw~ow8BWb6!svYU<4Y%bmF3)?< zBV=#p{3wc@nvuNfB%K9-r5nA-H!=_88%g`5^EV@Tf6+;Ov*(?owa0I7zvjs8*fW72@jz@z3zx`e zaL+mxEdj%dQEP8Fx)%Hp9bI&UcxtpPG~VK{3m5~!^$-cS#h*L}ehbA&)$6AQmk1vG z>8R@w&p$@;%6ov!Dt}4j@Ur@7=Mv@s#tJ)D_S?95=?ek7qbJN~Q zcGFJH2-Wv`)_G^A_9QKp?b`_5$p9w0lPPOY(o$LP6AZU^X7p;+-o%YhtJ)E|_j;Y@ ze;zCbdoM~axgI-e9~9>iYKw5#X`a-cYpShTpC)7Ad2DQuVoDgjD{CNuiTpa|04a_1 z3q<4HPgJ-xu@oj_$9o{}Gr;=-LZj(^!UqG7$oCLue(8ajQ(qxv5-vqzPqHk&b0D8l&`&Pt^Naeci1K5T z@^eo&eRsSECCcCLsI)~gu=h9r2Nm)tZ)I*|b98cLVQmU!Ze(v_Y6>whF(5D?Z(?c+ zG%_Eg~RNfKcXb#U*J`q#f|V z`Rn;kRae)k?&_XdYFAERz#3L}*X7i?eCJZNKkUUI_k#X6{`U_rb|3y;i~Z9dcd20)rSgL_hkri?KLjoG;V~Y2Cu2Cg#^XU)5$xf~QQ(*I*0SfpI84nPFN1n+B9LM1`&kZUwyv2`p0h$zoze$vMQi6^bmZshrdC$&Knoe7yYsd z!wbwff2imVZ;mH}Rm5m`>#O4lEhqU}lHTMVNe0Qa`gxd@+n5O%3%JO0CqrP z2UMb4(1XDiuorG;H+1NM|s6s ze`@~xNBU`Eh?@974gtIv#)T>7Jt%MF4ld5POwC*v~0dR;F#|AOwWVr?Uc4yVGQj~Ngv9# z+C8+57gDBe9fA=`?}-@seR(v4z$|^Qe{ZlUrV#ei+aF^p9wY_rK3e_h@DuyQ-rb&* z)|uDpq)a=hmTltT>V%$7v|(gQwDS==!W)_Vj2q@O)JlE#1IVR-z-qB{dH zk@w*_@^Tf=tim5AzIs-z3bRVBfnnUlrUbha2Vs(BFnK!fat{$qII<(Ug{?5w5S{>h z0WVnxEXF3@ReIF|vc@G)pw`9~1$8l0h}f$IRH&QTZc#|aZ_;)H)?`$I3SR>&e?h*y z?dWWxUtS&%SYwK@jSe`?@@;E@lCk*Cb^r!FZvY0p38J$8XFVBBIOo0~7uij%E<{`; z1=Z*Sabe+ug8JG9Aybke@1YT_W@?S28?Ou3DS&bzezW!p=NXgXKxZHmCA=h{*Pm9Mxy2z^z#HROrdb2WcZ(8Jz)&viIR^iA#;pXAS_fBT{!~n4VJypI+_0-2Jfgio&0I4+QT9SkxC&i=_ar zkNcaQ3?vD$(^9^=**)8Ry??or`=>h%$3jJXPrw+K6dK%O0ei3jV?dn0tN?NLuOIIy z1`(B1e*b5D@;wFR2aVa1MSm|pe*Z6+2}LtKjf>F?<|czipS9&?Y5~#x5NK}Yt7S|5 z>Z@_>V((p24g%BK(+YmrOF{N6wVlWsoiqpnrQ&1)5|m8%RZ zt}uoUcpkz4m0N^4HNHHeXQ2(@(Xm^$1PQzbK4XkmS}L2Vh-VGsm6jgkNm_}Dcffd< zi6^sW0XN9Sf3Z`fw|~Oaa8nv8la+6lE%l?X=KY}KXhY)Y+Vj{_J6epjm`&|?5|ydr ziRn8-t*nX*%Cw5w^ZcbnH_MgJd%2wm25cmB^ZiSpBDg>!K{R5JTmr2&1xwmJxX61O zGGL7a6hXT0eFh05w&FQUS zEc8l%WHw*C&nTuDWu~!UcAfLqCuI!mUMP_Dl@r0hV8b-4Kq<*dUrBp-KqgyT0W<$& z3OxsEeU+74@L4mZ4qlUHGr>8-9{-Vg1=y0BX)frX&}y#IQuUMp3%8o9wDdHWa#r7s z=29`(R&yBN0)~QG@$7L=k$(SE*oDWIzcmZ)2nB8wfP67pQA%6n%*c4Sepls_y+P1?ltG=!Zl)($ z^5*f@lYbIn02!ddQ_(^q!><7Pl~ZCgzTV05%LpoHx_MOp@pgLSWo>*)%P^D(CnuSL zia?2!YSaonONz4xlLAH1A^>K=28V9n)*jl7H!Z9*rUELXEF9rC`KL~i zz0z;(s#jHYk`@}mKrT#x69e!8SZY-uW3q<8OE9q#5npgdghler)NqKOs{|6MDdofzlpcP$XhAVxZo|o3(pdX z-IO$IY!dzN1IZ|24)jqNa~5Imo;V?@1-5P9TUzaIm>I3=m9TF}$$oG=l)pCBg@h z4Bhaa*Z>SrT)(NmpVfX}95pe8vB$`Sm4W&as?tkl%eYB9AV6O<54G~%g)=N_rb4;nPM6gu;GeNXz z4b!m3Bx!-0H`v1`BzBOHltnEcv1wO0`LKRHj!6X8fLc-81EcyJUn-GvFm>z&eE~GP z#!eXm55T%(TIFx26y-`KLSV%OUorfmL7}B z4a%gzF@#FEuF~6O8r4iL?|-ZoT>ux7*ESXHfBS7)sIpmG^Or{1bU18u7W(s;b=`8< zqHJfYR_^0jNlM%E#NjD1Ea{L5vt6%GP_cl6sd8&P1=Wc(ke{-hU#RrSqMX<0Eco z;BlJeDFgws(Z9x3=>1X0wwFy!4m7y~I(g^}R{x(6f({qEP$ zmX1V6*~)5>rJI`%(wUvXKpoD(6tQ#tijq6gQGg7tcj=!&nrih|q`o|E#ezVxZi+0J zonnAHgOdOcifXaENYx(Owz+Hcd;3_4rX@G9eW+5}+E?6g<2Ys`@n9E9i=}&k#?Kp9}Qtxv>sWYZ# zrZ-y$XHn=mD#i)tfnX;3?y(o2{PoKKfFC2w)9WAoasowNtLPdN`ebGmXJ}_dQOx4v z!xF#M%+mrRQh(UJ3D&?)TiHKQMLC|zx@S)#@-khO9df^{jh`Vds%eORgW$7sclg!R zezGFdO)_EW`54gUq_TvgSV`)%q7hVw*ySHA2_Am9cqBKSpW)@dt5|7A(@iR zT;zOrbJv2FYNY^Ok7x9z*U3^jaE~+06tanSG1~QUJV<005k4O1NV%R|EZea?OyxhV zFEIVi-fdjcRCG)spcSN*jDm2?C1DfzZ>p~j0sD5Hp9^C-O1vRXN>+_`&kzBp0*0bs zOXNJ#Mt>eU5sj8fY(5~)xRAwMo{TYcdkMJF7Rv^tSn_K|cU^u>k{#e*bbV5`?C0ru zjE*x$rC|NVeTEDv0DYe4QdKNgOd#-KPa2q6{$M0;WDX5mP>Z36(;CFgkkizdnKn;? zL8A-3`3&AOy}Jt9G>0BHLl%@KV+IBqR(Tj5$bZVFfj)0DE|7N0Q3|(EpNejN@FW!{ zP0MED=)P>6~72&R(g!LN{jEO6@O@JiR94|Kk zet&2!?lJ=KtabK%R_~k6{@kx*N}~0<(k?-{UgFyaol@6iUsNeDV!PKsWVRbg5!#BW z-&Tt;wPjluykm%a$f{q(czAGRnIigFOLGf%o!ANfF7(Knt4y3pB_o{OuUQeo=-Xfp z2R;#|{@|9C$cOl&rRM}3y_kq&&{Q#PBqc!GhqP5W4QMd27kbW zoQaDtz-7T44me0Cm1)B|nj*SVucgI`_>*)hNT=Tn<*dioW*9e_$Q4}JhHXX&c}8}j z#>HjP?l@lGaZdrbXxN_ltpHq&-83++w`Hym607B=tOR&;u)(tLiwW_%o1V+DH0P;i zlSxl?ET*+RYoQ3O%{6|C&wr?paARZ88rz6?BAbB|%-L z4>rCJ8v;gRw+@`)!zO@uMrl?->=EVJw&<4-;H-E~DVtNOE{FBT^1;(65BaVy?{m^* zs(5?FezR-3*o9tWFwSDH)6H<6Hx2i>}8i8WMm#P@AG$aX=b`s()C6Te%!;ys#^m zoNYS-u+FK%TbCQfSWW^<>aWQ*_XwU7nNqfYVRfjy;Hrl0`zq+*5vwG)PM2yiH!9~n8g8)O-j>Bh zmw$BY23?Qm`}|ZS)AX-e@A;n+(Ic#hoXO70Xs0r<(%NMW)ZS)cJ_A(BIYk`R*(i-^Q;OS!Gvg^Fex0HkFICwzB_LZW7F#hT7xRn(=XH6q z&oe7szaP`MoOy2e=6lk8*k?Fdadv_s&a9ebI_XS0yw5gk+1EHv4zS(d-jq138u$O3 zJ2Ha`WoTt^AyS5 zrS;~qb=gWTsS{(9E0ooVcX9cV5n6tMF4?v5!_f1$bSvTpF=vf^35MzKHla;FF47bW4_7YwA@B6~)_7iWdb zDt{Lj&JrotE-IjWrwA)Ypi}7>sl`nGem2p4~ZXUyoWvW5n0 z1lio7%1qhXy|bMwklRhfz-D#@eElm6%}8~<(`~%Vs{%IfG3oSB??h>{W61>jDGu-3 zHI7#ZIMv?pUanVPUiAPmHjWYg9dlBVskHP(S^v&rV7mMD?B z_^a_kIom&%uO8AT$Bk0kXCTIFRX5wy2gS6^gmPn=)#7)O zt$&F3oEPHpXGJ~7WKgdcutR6^BQ2Tw+w`SjMw?8bG<8HdukG;}Z zyMY+3)sDuRMH(o{hSWxSr{a{Sm?9P&PH&&=JZ&$`0iH?FTU>E^_YMDSvKp zkeS=$jl-00aB!}a<}(r{R2=`=?ENAXEH6$ug<@%_2A3m=!-k;Iklec2S8W)1GT%@K z_AJV3W@qf@;KoLzV}_}}+3hv#POGV6sl|hbB8%(4wmY*Z2jR{Zmx~CTPJ>_X_6kHg zSo!ZkpXG~%%-)dEdE%~{lN>pget&#ilUuEv+0*Cm9K4wOTldZMruubFY+r9HX^)NHJ zo=p_C()|lLAb-kx?P1lGIJfHprTTmtftFZj9%enAxX;#@dI*=&x8QQC9OtK~l89)F zM!uL>(#1d)oqB3Xkt|ak5^Yy$n1vQ3Bk9P4{A%+eVG6Gf7!`yBd(q;c;=;cx%csKr zIZ$S#6LNiU3X8_LFGOG28l=q_D21H{zSC$h*bUr;Z-0UDbE3rHYuEbLbapv`bXs%f zaED_ig2iGzvaGqk5l|ENZt*V%V-Ut8qF2B`brPUe*@~zNk|QR_@{65k3lj1G7{Z=NQXrQlYFDzY3^twYroCR*u!;*~+<2z1U5hYwJhJ zr6Biyd-oZWt8DR&@lJNGCDE(P;AX>-_h~JLGPvP#q1rf=Lca}#CCxzp`NN&038h+7X6?uc1|V>Lv)htl#0gLM{?kGFoJ^Xwvyll-Ix}TyPW$E)c}t#`=m2 zoPVb>sM#rgM|nwLhH}WvJ7$3Q%vpl7fkWYA05pV$tUL863Ck>EdQKI9yd;wRmi98^ ztTO2`SgBN4R@Ayjc&wD$UKGhEr|(-G+e7;ogM=TOX_Eufq7Jj#je|E2MPI%oSa|~T zfb3!-O>*E?#F>La3#u%OO_}%!oy;j@_kU?4JsobAMAx@uauQlFqsxTSI$~^Lb5)7J zS2{i|ujg9dp6AtvVs%eUE{Y>WxE?X)EeILv{B0q-7n>!hW^Mx(iGuFGA2kcWiN%yrqnvQ`3}9x4++=K3T1&$xNB6AcE5gcvL+j)h0$Xg@4gx z0JGf(Qt4U_^av}-tPpy@6X>M-jt{p1hL~3sIaKE%=dAcH|9@)Dw2|G>Mwf}6o4c%vpPq#!7$zN!x9mx3%6Lmo$$ zdb-Revye7*jsRW%gJ!_k!G^pa^{X=N140k+OBrzmz2# zSAX#+T$T!Q*6r6Tgbd5x4G>~g2n*n$osGAK$+=RjBpE^aA-H<~z@b5wwC@8r%Hx(# zKkQ~INreW=4*ov?1-A>Q$IzVWFnLj+5^#MF|L7MJ!YFJ9cPTZ}A-6&7Cx5Uz^(frF zb8_p>pEf^UzIu3a>n|IAa_gVyuiIb!5&zuzZ1cg%=XW+=-!NjsJ_tcJaNdhc7uc#J zZ|z!K>mGkQKuZscY=LtC5-G}d`1O!cAj~B|3XbLdz+;d#;8B(x-X~E?$^t8Bl!Z!`qEQwkjenFvzdL0ycB(ASL$y0)c@nGxV4`Q(EK?|Q2%GJoEx}yV z;18%s$%Qksg=?iV;WIcgTXVqYNUi2m(9G!U$Yik}dXMa@7U{<*{g)5VR zgNi|wgxUW4&JhF%pK+2f`?Ahyu;kSwnH&>Q9jYf`wgk%kQodXPA|-zfeAVfhxNvda zLAL`oE46}d3*-={9sIW?X?#9`Sz5}oa6kA>Xmz3(sN1T{c`zQ?s5biy1r={8JD~Nb zMJh`9zdMhFhh*cLT7NFuQ4LRGIN|9^Eypc|BU1pk^|n2iN9TUo1>^2eJ6*}o4Lmx7 zGCW+{!;6P&d)kRxH$?!Td~p1Ar}1vTHz|VhGW1nZiO789^ClR3kP}aGpy!>Q1dY(H zO^~ZXz6nJHCCC^^9h8=-?hsc0u`N85>3ixZ5sL8;$sk$-h<_0Gz?VpAHP!RJqLO04 zJ*Do{EY*b17fm=kFRpaDN!SK`jv=6RVjTl^Q_harEq&X>^s}h5KAtHAmlVC#hMQwa zX;*X3j@0r#vM6hP6U*tYc8C}`cD)Xy=Qau1Hg9(qSDJ|d`%04Q^ON*$+E)_+NP&0+~d^5Pd^aTYu) z^}?!lk@NDfPRI?Y%1`4yx^F%G^5pa%a+)G^yj?diH-C5iGAY5TgJmeWg3xMJ1`A$X zH2Lf#?`>>tZdJ)UaZFa!s{u!J9&Sa6fqn&z)%npvAu*zn;yARh0a6+mE0FT|0Eh)X z7vvHZJMP9*MuOyxTieF)SwrZvV zNJCAI*ImBb#c))`o`nKsjmZ=#e%OYmK`p2w@VuJEOZQOi8yIEzIN z6^;Z#5x)In+3fM;0QZ7ASjkiHK{psxlV>x2D&u100iWThVFHnnX1t39}0kpd5Gy+A%%+vT@t~^#Re``8ck|m4>s1qFek1>DtX9(K{JmyFjX@b+N(Ot zj(-%%AZ$3ZBuO~5u&;{8{XSAoZT#fF<~Gp2jgX49p6$1hXrB}lqdH-GZL zrFt1zt#BqYN;jJn;48$*3K_<{>ptmHr%JG5s)ndsPaBhlRKp)Mc5)R$eN%EV1|d%q z6wj}R@+2h>80lqd6M%+)MT|1^T3;I)R$n*=ylNp2V@IE7Vvf|LCeoAUZ~u|%56)5F z?)q|s#y)7#YL)mx0c}ZEUxqF;1b>fqddJyS{M&4-xtkXhdAd*`mpYdNKO@3~(4i4D zR09!Seh9G}DglQ+9)r{Y853>qgb#%aMXdCy{q_YB$QfrT60ndpv{A;d88h^*Kt2Mw zw)}NG4qZ<+dV=%hlYc?mDIAUlT1q5w&NZ|G2SM=^(qBOh80eL;rU{)6DDp#n=h=Mht^5WqG=M5a=$!(T=!4w%g{s! zQZ)(D=+Z&z&WiC~xIWOu0Q5~pXf40<>TQgqJ1;SPWy~ywG3i&e zRp9Y~nvib$09H!TyA?8Y<4AT>mHqX!MTFG!tXSj{@o1qN_A5ArR zs+137+;5SE-l3cfu+baX%*QlJpNuZNa#j|dv#qYwSlWx}u^OshwgybhkTDX?)2_flKMmi)Vi+|sS+d<6~y$Ay_AcLrE4EzX|$!zys{&X*Pl{zXOW*s?Xwv9h# zbGzYutsm1i&aHk+f2;-L%zMd zu7AkjddNTYpwapV)m4lU8Hj6G@`sgWJ$f{TKz;i@yta4%t$)MoUkHxBqF*-<^j5%J z>EG<=1zTg?0Y^wQ@2QsTYey0sM{MjZQ4ha8&4)~D8l z!FM*L>5vImx_TL6@rI}xtcJ4G^qTnEakCEByseC3UYduuC8mykc6e#K{*foU*a?RQ-sMw%%XQOnH`Y!1emKZL=euQAe{SSIchsr=cM7XP{2s+^7DYj-4P3s+rddgI>nN<{~*`-4{pI)>@a zVt>P}Tj-~5NRIbQrFe1;Q+IvKcgi^Z8brV0@94<%vo%A1e1VvTi+crq=XzT&L_@sd zLr?G3t!;;)Gweys*YpCopHM<&SRw$1#es1NM2%MMfOVJqaNEBI(b`f7o_|!^9@51b zVvXVA%pht(cJqJS?C`Qo)4s|hOwW`KMv3Q&sw2sAMV-VbgGDTy%9@_5Z3aKcy?C&P}Hn}dkO1C>w zG@{M#h#=O!>OIFkKFn4QP6m^2!@UMS2+1nM(uUAFE z@!Z#5U3Ra5O|g%%ar(t3ZJMCbtlw|=`s9BAm@~C}Wo~41baG{3Z3<;>WN%_>3NbM_ zATS_rVrmLCH8n8`Wo~3|VrmL8GLyS+K!0|GZ!a7^csckszV(DXt=bm|B5VORvcU$& zb6^K>un5Gl%E=quNxkdtY-R6)3v8Tc!#b^zUA=bt z?%yV^=O@{S5Y1m<~pYyoNL?#|4v*iS|nmm9p0c}4z z{S!3Dd9FFyx?b7{?K!;%m7)D&5k3xWz1~2ZypWRGy50m~{05_kp*a>6dVis;&FxFA z43Myp_-bh0y|O+1Y_R~>yK(Z@v2S6eYmMdln8wOYKM>P)^R6Oq4ME8m)zG?ob(pst z(Do__5yk=KEU1r~f|9D&PN=c{uhHI{-s3pl#qBUshnC2c>5Y$mgFkc(rY$vBbb*%7 zYyY785iLwat8{K`%Oi2~4u2p$sGV=EerKfbmD%i!7|(7vYU9o7QA0Y5qc*~|1a8o5 zYWjS;vsiLevUQTNJjqvHBW(>PO4}5m>LCpbU};6Ny%ukay-tgVK+=cQ=^r$YjxjV3 zO7?2AQ&5Vb@n_qe?;Q@px1_GiExa}y5iVhU28E0y{T3l7eVm|N?|-=>eAo@w8j93D z0n69)HEaY{q*hMXv6HR$TCM_`YlPDC>3+Dq$U5G}IxJjJ^KkJ|Myn63r5;-=h_^N< z<$@vp-n&|AWDL!G$Hz_JYno_hw8Pk&o%Z8OlFu`cKe?!#R`>z#B3oGx*F#=H3;0FX zbRy)VwCbI=^LP8lvwsi#ltzL%4~7r=@m6bSuZ!J-6~}}Nth+yKJq)67>^Ii_tmT)O zf4JN5G-+ZhtY!m|WTb~QAs9h+%mqIP=Rbw@B?!ZRZTq@!C$F_|+O(AWv^UdB5k}FV zDUEK_aPto?0YAbzOY5qou&Kraacy`q9;g2w@%ijbNuk$#K7ZHpg;S7$ZY#9jj9ULN z8Dno;Xx+c*R@H{995?nVIXmXT6pWcY>~dtt=X@P5r^XnCC0%T?G>)`_nA(rX0Cz2F z)x<=hw|wYVsWIK^rr&@jPXK0W*oo3|~*nelg3*jVteI?bZ@Xm0OBS;!;Jh^G3Y6KoN_zyGq2bKqn(6q|{`yVk$+Up~-R*sA>Gvr^B07B4BJVS0P zfge(_8Sj6+g*b2tooi`?>BD@h;Kppw(YB7k0vItxe&L6_FxZ-)o`U$32^sp58$~n} ztZqVcn}6kkMsDcvPr_L`$R;W$alk*i1~eC@xs5h7NAz?!KElTlo6mdsjLvNiNK56@ z32?08?QgD=)8M|R;6MSuo z-4$W@VZRRtCzveBX?foRizj!;%uElEE{;hvY#V?LDKtz(H8M>P_X|9j@aGhK`5;r!ZPQK^XCMY ztdPE1dLwiydEvZ^MPQo-=;!JG4nMA(5`QL9+AflN%4?#?YdI)lz&gODpC3$J&WdPk z*vD5SOh}mb*e~Kn7QjiJT;wkL!Hw>qMW%5XDJXS%JS-O%5h!W>-62x6lCcdHRbP<% ztSeJKQg92QL8@sx7DlJpXDxuXF#5`7s@_75dq#t>PVCH{l9IxaLDcUiuE==BV}D$x z#B2cOMIMfbjA=^pQZk`(9^Ebw9bL2Y5M2f=4MYc}U14x5L}#^bMl)?h_kv@>YXNnM zBCJ83Z#!7%Gc`9iz_%WY=}epg*Xsp!Q|Mgzcy)O^H_PN0JU8#G^lCdP0#3d1`Yadt zeE!I8U#10dIpH@f@Kl5qxm(jx>3{YUR~CfkSChHr$)s_6VHKJNwRA+8UroQma=bp- zlNKv_H%*P7yKg2_Fq^zqk1wZoJHn3$Kg1Ork=2q}mi^4>?b)}@oE;yA+2D^4xTR}=OWOI~7(QW78bf4<>)s$S2k4es;+MfMp=ls6!@gvaynmOK&$uxZ z(LvFYeKuEwypp&IK6w$_fv0>Z7>f(#J#DEPRERfz!2T zXWIdbyU;r``+oRTqHGAG)o81%@J9V(SID(S&HSpT=qzV=&m^@<~j9D-iQ#Ow{t+k%-D#+TAowm z;<#~~pP@5gs&3{2$4C}1#3v8cW?|P4m$pQr6H2wb$%t;+&aCEv+sc(mKnSf@GYN<= z3WfpUw2%1f&5?i-H_5Awff=InW+Y%xG2Il>RcHl?Tu&bGS3oMz34bTq4!qzjrVKG& z?*>-l%_t}t!#7Z$Z>c>{&_q@OMTsdj{_~_oQZ;!B;B2xrlgh2rI!jyHqIDLwbfk3{ z3~yw?IlonDWnDm0Xz+B?+^Bgga`AlHbAHE2DCwmu{zhTrMf@&-`_3ZY}%aR^>X`? zT3Lt&cqd&hW63;ajl2lG&`9E`g!Kbx8 zo|kgJra8-GGn5KSmhOt3%CDk&xlA;i=uB}@Y zMM?i>m>|g)Ewi0Q8cj^~jb%H9qv5e}#6y?Ob}sSXpjKna=1pYmlc0%jW$^ zS}E@rr9+@=i%H#qyq`?=34d1j-wgKm@cCxbd-!}uq^qG$F3TGj(7Qtz&>X^mWvX$& zfL`kn1A1X8Z2(bX7aZN5eKR#>keD@?G4C{bpE;St1bqg+1L=PoQVol_2^fhFQi^BRzP#75Ij08<%O0oPK#lU*=kA2obILY-R&(U z7L`qtAf8cBjXD2P0`$fX3jrqqh3=2UdIxM(cP(O(Et=b!XZeHx)z7)5nkx7&L6D_O zx^3ARVt>xb2NgwQ_lTNuF*eDck(?>(%mxJ(&@#s7wzi-IaYmC%x<|>JD3#Z3+o?<2 znNxCkC$dVgC}x!ZLMX&xp=}1MtZQLO(wXKhxm_4!Dup_q+Z{@T*0|jVbAmY``3;yftKzaeo(2mgd+fr)-JN41fMAub_A(!<-8`RFME()r1{GT(c zJiyER+|4{uT3eE?f4H=ZbHs zDku(1wmAZ$tyUUctn}_8PI86JxTwY{v zv01jWorYxf9S`{()x%x9Skd(7D}Ph0m!q0RIjT{;7mm5;D$#04LDc#iTb81`o+q|C zytpT}aD)n8bn(R2kKXaB4>~ZGi|hZc#*2;FzWX<}NnSiiSoya#e736N6Za)6R0L>d z2Eh-vgY_O?P}Kq25I*S~sMYD+BBDKzN?vj&iMz?L1&+Bz5=_amtJN~%a(~DW4m|s~ z)T@u`oW?2~LD&qjDaOm$weK=V9fwk-BFC^EwjY(pwz-0A40~@NpRICm_r1$!1Hf8z z@ivTO7hAnYM1v84z|9hf5qOBpCBL&Bo|E4LqP|e_oAJljoc#7Q3GNN0q;4?zjqhMl zVQ_jGu8{nWWvtOie*cn`Tz^vXsx6+utgc_o8~SH`s^=+G6rDVGefj5XdF74 zy9j6^;2k?)TR!Esi3{FHm&#^t?tE<;o}1sr`Bo;<3^C}jY+~l(CN?nzJGiq=>m>7` z-T3ok#mK}X{mt(V1-#9wi`sEGrZ$UhRX)RxH17eQ@x812xUwI68Di@`F6zS;;_|~+5%R-!CAz0&O*sl&JpCG9jU7?^fCFn_fGx`83d}@llp%g0x&d_7=T89Ns}DM zb!LQbBc5dYK%ZK-YMEWkeIY{*8zL>irffliEr)3xNCE_g#71%`g1q>z`+K=mE|pc& zGXQKI9E{*Js|E0g5KfQSGcaj|*eR~leANb*`i?1(u`Ugvc z4tMU;IDX)2mdc33{Vy(f8gIpa!D>7E!~LfhpG@+|XKfW%(|i=O=3M$o98a7JI~z6q z>Ua|PE1a1=#rKj)si*Jgp;SWo>D%Lp%~EiK$MxqErkEAe#!mO>u@g+_=FKwQgYxhj zdW~u3boyS2=?Wj1l1}EgIp|6Qx&7n)f1;h51Lw2XI_y;71;_Z|{>K-8_kaG$bQfDR z&PqN#J)RWvvo>P-$D=i~XGTuXX;vpK$b0gre13S8vvk%^&yH;N7VkMwN*}=_Uw?g4 zoPmea_eZH_&6sPZe6kuDhT>eT7IwP)hMo$dJxw20x_n5ax|wS}eTBiyIdJO9r*UGV z1-Px~;G|2Ra7fc-`S|&NQOa34@bqz+l_r&L7TVCks@XXMwx&rP==!dVEmM`1aH@J1 z(qW7D=m4B%ym_gjui8vFEG4w!^;%c)sg%tO#0~~_$YzFxhi{i>&l+yg_Zm`KtyLbz zp$0+!>6Z*gyCQul`)OeXjAR|L- z(k`D>O0XI!*0z8~rt?%Po6TNHssY1uC_|${#BGvJsJPXCKaoOkXM7_ME$g((ldENz z%r>zy~ny+28F8o#af;Y`fp$I0miZBSTPWo@XYk4$DtN5o)t zjTm5L_-x7IVzR~J{^yY#5ri?mV)Ox=w~X@uryz@R7I0QFj^=crm?uCI*iCgf2|0sY z8^34u_n6Js1i;2|S{L}h#o=FI--0nN{0QP$LO9HS<$eCww20Vfc4&fOd~tLy!AI;% zsL{;e`ZDYBCbI&@VOs2u?=K*=pN;fA>2yZCm;_d2B$L5qbd3tOQ-QmZgpFWcT)p#u z;p5sTLr@-*XhYAr+|uaZm&es)MNQ);uIwU`i9fc1p&ptJ`Y`Rx4HJ>jdn8mw@*!{h zY#{}I;&#V+Gl>CHg%h&^L*D;IFyPAbtQ@kIbP>+WQ7qvWev`3;`Egnf^~nTr4k}{e z3;#iDNbj8+tpO%$n0;uVfacI@;ia$0sl!`YF;YQA=U=w;3lbR^9ea(c$tX714%d01 z?`bIBckCkc8G4N(8LOB3(+@G{ptPV z{V&%+mu5xNFRWSBy-yGN%B|a6U=jnESKR6%D8O8 z#6Ufiy!N=4BQO0K7~p5FRE6p5$?Q8Lfd}o^a3!N(B32 z6I=g#QN5sJaDvh5wxc@g}MWS9VPN>p{#xqF;CVG|iw#q9>pVT%gYpgkJs;e-6w#u2k5p@+B z=-0@x>b%oTAdH~rL?odo8#AtX+7V!V5dkY~dLu1k81#Ilk|CW{2@nRW7+2?p8*TfR zC^nR5?9^O3hzXO|t2q{b*ZXQ7kDX6n78;5jdQd?&jI^@`$MUI5K28QdDq2_{->`g9 zbpO-gTjeEUm&LN89$D2p*LN8^mR7ol|gTLA!-x z+cqY)Gnv@7ZQIEg+qP}nwr$(SBsue6{O9JJs$G4ztNN;|`t9|sXHGMqjqiNXX{{+e zmIL02t_f51Wa}x}S1G-+EHkN{I?G2Xoks8~sa+GpvpT&pZdx~_7b@8cEXnswo~;;k zSN;MCTow6uuc7iDODc<-_;AXw4rS>A^v$&urLV75kqkb*&AD z=aRJp>9HS48DOjq!RX6D*w>-%)N_l7k6^UBi^1FI^sDBNObM{xi@sUzI?2&5AMu^i zk6e{S%W}H7S()p*S2_fF-)v2+niPjBr`j;#Cec1fJbMJRbEwLD7ntUeZd9ptu46=@ zib_10;OkKHy>)`G6-1Ppk!TyeYeiRh0xV7E4^SlVAb>fNLs##+f)YUHcT;f@8w>MZ z#UnnRiDXK?7qIuPCpf5J!#vln!eugTwb~Cq2)H6EWy3}b6?qBeKK{w|lMo}EERz<8 zln(vws*gr)V$J1RT0$vV(?OjSTsLY0HWJoF$%RWA=&UF&T?}iQhud4xJjwsuqahmzTDSUdh+6H2pLSx z;g)xkour(RqNfkc1nyzUBoZHB5i|4$x>6OPwVW*s@5M*_5sJt`u~S~})zkA+yx7u2 z98`!D7&%SGV{GrB?e}oX@wt;Gs+WPleIF)d27o*q^0(+wAu%iK22AC+%kgNu;F~`V zS%8WL%b%iS+ADU6v2gdofBgY4ylWsl7&f4o{g7D=v2P&=L;OP~yb7je;k3^0{b($R zSypusFskB;u(_+xW3>m$AxR=LD@w`Dnm-=uOBHk6ae6p7_9N7C-)hDQSc@^SLM;Xh zE&z$k^)F*$4G@~?ImUH;|4#S8k8Jlt$PEmjU~E^~4f#jqOzg26Ueqm#LPE@w-`Z>1 zOt0C;{J#!fT~nB5xa_TD0@#@W0R<#aqkU><}x52Nkqz2n47AAA}0=+pJ*@IndrdMBBj+D+^FM8>jjL| z$%CUODwfwahzZfeuitdb3SJoHRN+oESM}6NZ}#*%us^*STmGS(_gi#5EXmXU%MccD zdzgs@5yL2}DZ$OA8P*uqIw5G-yF{`v_xHBr@e0Y*E2kLK%srfM44SKubmllkaO@*aVn4hT(d~n194Fw@?U=FT$o^8S;8Gc!G>b+wkm{FwKjqrOwlrBD|7+}otTNHFm8mU`T$sX#<{w4KoI{AN zq8T(r5}=Si{Zx;m$#>)GMch-uE2(`x8P_V0#mY^A{m>Cf`tynR8558kWx8}Fw9MLd zkJ<&SPqhHdsoN_M>cqM3`FFCgBu9Y-E~Xre+D>YGb2QN(U^Z=EEQH)T}8jUb?C^C@Qd@jXEk+nouE{)0*w5_)+D=*bhNHEYvD2 ziVnY~AJ!4Gk-F~y@;FORp8nN}xaw@k8Qy?}^03--#5*e8SNGRsi#|YnYz3{^w@2M=r73Ihq-#+h zJ+VmMaaHVDFB2b`;sXlA)G7DR5=;j0qzn!s!TUpCSUh%!mzL^_+K_E4;?N6WnU-{v zi3{*7D=GW{SXyL6T8nnS`YEb6`XuFJQK2xorna46=-+-b!9iRJIk!w=0#6`WcRjNtPhpl!7LeTt?WCfJ(y?+&dlNKXlpL0*?#*48TB=N9KS za7*R$%CZ|4SAYmjcEj#cMaE^hPN2^6MQepebO>XV{$L#{<}-E9KT`Z#6un33sET+9w5e7RM+SX`C0r}e=%#_fQW zLoFwjTfK7zJ)M+dx%zk!XdX*r;$Br5^mnQ8J?{?fRlv5W3dfvEptNlG9QCkAXQW>F zsX{Zz*Wkjvn#-9o=mhpjj@XD^xf^{IcNZ43;;)Xm$}^JMEZ=VJGo4nW`Sw;318Ysr zOfAF-l{FQO)Q3gO%N2fR{olH4aa&@=mw76s&X4UKQwln#+O2fLK9V-DGNC%#?D7@^ zEmRY|{s5%f_xAHc`D$1<)Cl2}o|T7kOJ%QK>bsQ{b|%@P$s9sLDiu?qcBY-i;`H+g z7=EGWbES%IP04w?~w>yUq^bieB(7UuMT>Gez^&P|=L350otfB}b z;zD{l#mzlya3oV4{*;ibp5h_MKZQG3jFu#pXMi0%mC6Q_@`tKI-n+TPje!zLN&A58EU>8#}FS=7Xw9n)!coNQ1!24=aa!y ztqWa_q69fOSJKud(~Mo^XYep#gGtsZt>Nnq<iy}CmGS%?8=w{EB^N=43}f#VlETpSRV^#z_r@xb%8K0D zyZ2K3QFNDFUg}MJ2v?1dv-86c!gT0ao_}crlvmLABxO9u=)bzSp*^_wOeD9{lBr3~ zVv;9|k$LUE`00&RXn(P&6eWr0A^qNxP)H)2T-^^<+EZ`a3M(KSiRSF zl~3%dyy%gKx>&)+3||+$FQcw)E_R_861{9Gey&oUU_Jh+48urb^&!_A?zpR_c?ST$ zYPPd(i8uF8I9OQg?A72naxNm%@lZ=Ho40dtt`g!zrWZRS^%nJGbr#LIbwnFsV!iNW zr7d(^cC==EL!b%%TB^(DGE<$=0h?*Cv50ZGU7+4Eh;Hc_$0%ffcvynRlh)L_|E!4j zQ_;CBY3@0w+uRu{E>MN=_898@XZ-#kW@e^3C#HEe>N(o7;b|)`tA1Hh^n&8}(?|%U z)`f<3f{HZr0W2WNJ3YtK6;Mp}AJwYtDVxGW8T={G5DBq+=G# zFy7%{3_pe1m)h`V`AQhnNv|{~yk*o_t$!+Kif#b|HFmYy%F2W1$8q_oF$}=L9lD1b zYHu6!Nh`E<(st?Epc2z*VP%^bafebN%dfcLA8v4(Y{io4{0Ib`nlfIhlCiQ*xk;At zIb;X`nkH$r%B6436#I-T$UjvO`)ga^1pE6MOYVa_KoWvGUK8E)GUQ2ZeDxJ`->9eO zY?qDhN+xpktyQrr8q@2Ap$t&=2rKkH0K=>F9-X=MF)6GwQ{F~c^J`MWQdj7{n%DV_ zn0ecxphWdBv(oVFr!$zEetxEgzQ%T@so-F5LX5M$c@86Hz^D56|SXZyDsYv%X!tN*Evjn zCK$G$s{JiYT^?fp>+E~DJF*rrBs77bkT-*eC@mRnT2QZCBgHrEeP%oI_2&D;{(0IB zkzwa^&|k0X)#_t6dl&GH0=V&YcfUL+>|NQ)=EoDfL|Q#7^*cml|HBE9&d-nI zpQR`?es};eiju7F?B)0Y3jzcbc}S5QrP+Ed6pH-{fS`6O9ItLk>V{}EKBf}*ozbb} zV%d|wJ8bX!L~1;#l6ynxq+Av0l&JBn)WK-LZj01md@O6?jRBCXT81GPpb7w@uh$0- z5fMwkgRzRh0{M!A@2k*W*j*(GaU}~;ha{jH%V$RP)@|E`s7aeJ#hq5DP(o!okk zJNl8?SU-QStRuun7^v}K6ADvo=cmyPZ7LVgfg;>yql1IFrHOu{^B1wX3cLLO=EqnV z|C=9UXXZ?NN&XKxj5nH`vah8DX+%qCDtoMz%$6MCbI(7LmIA*BOEdunxAx#)P^6lO zM&*zm@BS}6=7k)O%|Jq$dQoAhghI?OX(BT6a6q@KMe=b8fB6=&|L45-wYSUtmUNsw zb(VhM5`LGr>+K_;^v9rl{$xeRe6)Doe#fJF_~hmklNaEV$Mr)K^Ba!7gy0Pj_=%FSeW)YJ*~*S~my!5Uo)o zDH;xb(MitH6o`}a><#`=`W8Ul=H`s}jZLN5GSzU<7Toj?k#HQGePl2iTe9pG19s&79b@i06sHQkyyH$0@(Ab2H0 z3X~TzUwogew4-gN78vR}=Jf48AE!QUYd2vlSWeFvL+*Z|>C~q0h`Kd=nkuu*UGvW>D*AydV8va>B_xufCm?PS*k z2mracX5#`UZEL+gOlg)lO6G03eYcp~e>;Adkz(F$f*Q~C9>J$I*xS#A5ICya!!SFK z!5x9$uj1+aZ4Oi&WcdOg1VS*j^?X_9KK)UytSRmsQHME5&Rw2l#S}T(VvTe@8!D2J zjOr+?2^&leI!4YN?kU+HLY0TR&my>{2zYv}Lot>|NWdPI)`HHklgDbMV^Lt$zYpFvy!I}5zn_XO^;g*rQvGm(LW6~X=QgEcARXNi5=;g0zgjL zJ=EssOW*C8+MtGgAXP5V)x;(X>n!Tj(6`IveqXKoTnh_k2We?HS9VnTgW^G!<-s*J z1`r!j$}6HTpTMpZS@?ndJLV!NQ}0A2qBxFlTuXw1hu8-KQb5euczpn74FDlXgU}ul_Ii;zGZi5LmOe`@|0L3`wtp$R;>*COl)Wg?54@sSl3qrzZ zA`;IJ@3C}zQ<~Z*paq=^C_#o)C+9~g8dNqHm<`2Xb(Z~`f+~t>3^;0G0e*TkNK`Zl z#67G3n)~}la!3Ij+qwR1m`JFO;4%=75gVIA&s&hQ8(OiJx}=h^=pU*WVT2dHC)~~4 z4rWM&Z@tY$LZtDQJfa?E9kzbJ=kT-*>HdV^i4b+3GcGl419Fqiq~=t1Bql(>YA5AF zi3sMX;&vTPj+_s2xIzdNF}IVIHIm2)r@zPUfOTxBxv0P_5%{{ZcZAs(ewVVgRYf z1a&3p{WFDMl>bjrq(Xl7Fi*DykfNk{3tqTDO(Q2;lL zDB45uhljMNcA6^|T*LYq^@+Oy2}|8RgMFY;K}q!h0ruI;zWSu5)suR%-E!IlDkX{L zYIj1(x!2_8x@@6P*{Fti3=i!U1He~6Fqf>g71b}DwSp^Pw_iFtG2Q5Ub~s~>hVd@= z%sC46U$;a9+4%b$ekLQeS{Zgazfz|kOBwh&-EZx1eeZV&@AO*v{?h$DeSyqurT2C7 zax!Dq18mB!4sbG7wLq{6Nv{%M+{;O+0X?r)cPqBr46!!lAWV;7*Fa5IECc%muWfD| z4V{AmE$&zEYe;V5Op2*=1OG+e3elAdSXnT&&v8CyO3RxA`JvQ4W_qvu2m}Y z2jCm=_qzY@WlPLKw?cNIRlqo|SP)d?jNdZ$jLIX{~6$KTo_mYC5Pnz4qMqey%=_&;Gg?uf%IUsj9 zwM+YMoh(}82g@ix^Rd6WHsF88yZkp#skCTnA-H6Np1IU@+j<5{v?7s6DDnuV>E~U zH8hU;p$dkavP%565uY8SZvXShdfR&J@FCYW??2bNZvR;;XN|^d-C1^+Y_cbK5h%&ej4>Vq%uq0+4 zN}sw-Z3w|?BD>@hG8XP|2Rh;tyAI?&|L}d~6 zf@VDQ6w_Sj5;2@ z2HVopAr+q8@&;{qJz(ax(#@2#iqw-%MP2FZo>l4M7_OKjV+3Wti%o{ zCvM&Hb9)T1kr>#GKD?gs^djjgFsD)VG^INPBCUS{-4;v_I3NZhM<#5o7-?YFwJv!h zj-e)J)d!P5yA4>atalFCg&r0qCg0~Nd?XmFIfA^Gpu`aSgRMIHr9ob)0DK8(tqW4{N+9b@H#DoV)R2s2dg~d zDa&p5{BTO1d8q_h@_kO5m14Pv2f(MC$a1-ww7KJ9v2kR#qmaPrAV%TW==BMy?|p-b zf3dD<2s(qU*R=}VH=k{T*MDwA|_DQbso8LG~^w7Gk!ZLg5F z`%l%53!XVS_N9PQpFqgHKh4eChzFLIXpDhQ`n~i5uU$vIC%^E*b4HuG(U8jepEkRou%#MAeEX=|%2p8NDoAVp|!WWqya$v6HC=&n_ z1R}og=BtwJHwL7IhjCNhMEjdOv>hnSSX8`Fsdz63UvK8gv1~g9Ha@1Ho^Q>$>Y5qy)RnOm=Dq)pZQUXOK{-iUi ztd0}uCH^vRGeEta^(b#09r-03G?0!ZMj8JT@3b=evq=V2$pCvdHyLzcS#)JH5$ z_8QJy0pSDs_fLX2HprFUsd)zbC*7XroWg96WV)!13_DvLafrC_owK1jfm_9&-3YiR zx-|A@>=`)--0+Ort&o##(tt_yc*KX#j1XDSt zJ?z-JQltwf2s+Ty$ZCjD=#|dJMS7o4=Id@Qo=;oD7)oL{yZ=J@E+Ie3zuKA`v$`zu z__9=9eoex%Up}_5RhET_@Lb9Mlc6oi$s0)mXY$;O0k1fDxU?>w!F_CjQ-?}(W#z-K zo;90kC-LYi(YN-lH3LAg3H0rt$leJUdX#i^wD&t7Zb@bS$^-&oL|bM@(eB5LPrYaO zWfc}u{(0&(pKA**_P}`}6LItuw5wflE(J?CT9Ie^UW790rZ z&&TE~-zQngV1zDT^3p%aPMTb~bL`Z4We9KQ`+BoT@A%+db}k*!bvFrWAllMD9o4YI zy?yp^Xn?zVHYAV!wABwtLa{h3YY2tZcugAnI8$YWugG9&vP-Fdu2*&4thkkjH2tvf z*re%Z8EGo2eF1jU+Z}>DHwxKyHS&B5@~q*P5_cXbM2A1DMB4fzLQpMh!mUKmbe9Fu zSHt%&+Vd(%0O|$=6%mp@(gn&Y``v~O$K+n;SUq$1j>mT*F6E9ssai|0>N*Jw?Y^MY zl-bqx3S0ID&$z}Mg0APYOx*`<$xPW8yvloL`;I--&Hxp&-bjHITL-R&K5A7Ji{&9; zmGj%fJfpTne+wHA(6fa$g{;Vcg;D*R?70$bVaBCq;0IADH5-xa3jalgWXY!qxb)3?#TAvxg!%h=l^o6tjt7-1{ItDZHYwuVdRk)n*qpy6T{pb zyDzv}l}{2uNHDOJXi}scMg&mEYaG@Dew0Y(x}Oe~%F4=yipo#A3}loXB9IW@X4B(` zW5ws~h-dHNyWF>3EyP%QANuu+oyEdCk6|^$m>!;kdw{xiQ-^2N^;E>;juoBis9UVN zwcYT9<>n_~`F^mFp;K-ZcLx?yuLJio`YgLi(`~m_Lx9+6qHhQ=Gi&A&>r)wd81BO zzzrAh`R%3;UP{L<_+8w)Bi=hQ$SOJ1o8-Jb-u?H}%l!tA;&nUL3VP^;@wtzG1AF1i zR~H-m`^ofUi=>?GcjHb>);$8dsWi_HN!&RdUMdzYU>Sa^QpMWFdK{BGOV#?T(!MDp zbA{QMcYO{6>+CIa+}<8#-+5y&8I~?2Ft`TbA0qiQq9KXnnB;a(gULU)auIa-`{BIi z0CmVfz}tGq$20!v++Yqc)4B!BH zU@$XtF9xd{rGhYe6(enmG*iCGl3?ZH|UC_9-~QPTCn)kL1P=@%H~@1X~x;KJj0$CzrZ4)Vn>jhk;0AF}R8U=)|6&Od^ZZ#$q0 zlK04XsU1~F`(j5N=Bh0ui?PC>owxv-rg_T&c6Y;f2C~2;qO-0ESW+EW7`a&plAyMw3@Ey$LV`$Hgj>OjJg)NW@cp8MpSH=uc8i~;30ra~}w)&8RTVxp$OdV%DD(HfuB$v@{!!bZKiv2{) zggKvlh4zh^wzDJ7tTdN#cyy2t&-RxeL;_FcFFvoJiCp3#DGXTf^ivE|8wGZQUrlKB z0#a&$Q31#YmGJVCrt-dw~6yFNuxYm@<-FK|ZUx6?~+4x7Th)N8M5J*PHT5CF|V6s;~cbI{68 zt6zkw>&WtFhK~et^0gx}!96fRxe_xrk=jJ}z_dV`bxn({P^sziRnTIrcmFKU9u#v9 zmAG!BN{B&Qt4ocj`bZ)RCu5s4pRIppO+y)L71as!?YQ9dy+BbPwsHL)Xn^1EhFG z2!U#+gK=HR3TUBlze~4@Z0lJo@E7C?78ELe(yy>HA^TP56=1faVn7(iT$pne8+iHS z9fG0Gc$4Ku)I5jOv?oMoK+@j72c$O7yVK9gg_?e-w|Z0lW?Ru;An z|1K0S^pn&N4G5{iXTa-92f3bP>Ib(EzgyMU8I^{PE?FZldE#hXgzL z6FARfWZqQG}p|h5VVcmTJ=u8I25UfX?hZC37LcS=fPCR_e-25(ngg!La#SPt86_1r{_75T#^r(d5 z1)imGxW5FW zN)%I}0bQZtrSvx*KBz*UG}9UzyKIOx*b2;Ga2;D7n=RH)5GYE3uTRnjyFxwG#p7I+ zAinel8%J5o6l*4~G;vk}AHiDtm|hnYbvoxQZu<j4Xh+ z40BhWEO}*EsF6U)@aT1)tnWpfny_emQv)^9_6R=0Hw!}k-QPiqHVRI4(lNQI|>3x;d6);vEz%&lWT!XqI#&c zIbDS1zU{C1Z=gv|%Gaqy0oXwJQfM)OX^S9S0;Z?v73KHZrp~zW!%y4;xJ;Qdtg^U?|CX_d$*e<1 zDK`Jfxvg{tvma&pPUnVV4HFdK!wdD`F50dQS_^j0Y+a}$UVTu?`dKid~Mt4?*e2aBiwuLkrq4C6xQX|m>Tx;qvuF= zM(hU_|Im7SfnMv-*HoVGLIs1KKOJ`-w0L4!xKc@_-vt(s@Mu0Zko99<$r-b;6Bw@1 zz2a*9+gRA%0f)_B)+v?7PMxD6y9(>Sg2nsTNdu}@3irH`%|K2z8Y%!2xYugNtfXnx zFl`BPioGTssRN%ZsG`SIzb(`Mvq^oI#Y@MQ&jl80Y z0K&1m2`h98RHJRAF>Kux*{S=Q>t2We6wd{ubHf16P6X!2<~-6d+H8;^ z$(8#X97#kB8qBve2*Mwf*S#wWWI5UDba_1tc0<(+`I}-CAUNzb0}Hbf!x^Fd=2MZeBYRA`A`EA-lId ztF#pp#Q;nd(Hg*l>BKL%EQ`t;iA14qngzigj&T$hG_><@9P0KUhGwy84YKoafc3Fk zO9)F!sykZhSzDd!SqZOJFoHt+O5*PuZ_qh>W@RWIR<3@iPl@39gwj{jN}45$j1`=- z07s|Flo(q{=5iYDxq8@9i1em)bC69qE)SMTudt#8W)dLUiVMt?fwmI9G4W#q+Vr$J z35Rqk+JA%Jc})?^#a0u(C#8 zg<3x4W~0gJRM6toZhelq@%2ChyiLE>(=P2}L z^D)2wNEFcS?DEz8E0s@8N_7{U*SkVQY9#u6vr7a%{SVLw;;0mV%g6y&K#GH$=F8R! z5dmW@Hp5fE;Kdbf3}vtF;Jpdg2vU}66EHrILkFuZ+@ewGr$ckzxkPEh4rn*%l%j6~ z0(^Bb|DRL8O%H%#fc@_{+^1`-P`8}L{4tOMxqiSqtDIl@&(_zteDb08s}Rf$`{2zq z5e)1MQ{hgi{`5kX$E}bIEJbBoQ&H7g6=$Du07SI7I3AV0NT#67eT2Y#`^AVvTULCL zCQU#8FIm~9_@eyx(-VHBnCNvhpojqverbLw(xNmpoS=uGtOCoB%V3s3`wV{|8#yC| z^IO2V=L$!f<>pBVa`n|cno;Z}=U6qqq}1uw2J}pc#8NK0nOez@O#gcGJtAA7HmX|b zNhC^0pc2np31rm(Cp(-qLRCK;Z1p;0;n?XU&mfMzs}9+eME7A*-J zo|%RNDo?Cg6p!7lH%{I->8vnFQ71_y(|~9Z0UqtxMrm>KW{SCBT+<$W6AGTT=nP>( zrRz0EiROei#eG~cpwi$}iV$hbV3M_&-?vhSot^-RObNA|pQTh=#%!>BJjpTf2@6Qy z4)!XX+{qn^3o#e`M_JiVyk%KtaFbiVq~{NN%mL|R=!?#jYSlzI&Cb(oe|e;Y&u`um zWGwpDQT z1n`vlY{V==S^@jPG-MBc}9Z>>2qYr5vzT(UwSp=h-X=(husnot&j zh~a%F&+5U=m|?t)S2IOPb7+ij)ekw2;2ETrJZB!D-8UBe>$Occ7T+yKOUGvJoAFp{)oS>lkX`X=`0y@R2t5~NAzkOTYJgg!{w;)I z^lGV?M8n8bYEE-KN3^{pgCKFv{kp8PtqDqAzJ+EKjPcGx@=-dDzzeAuAytFi$QXK( zqd2$Dv= z@gj1$@p#CoiO_XHVwhAFnXR{xgYm*6bZk|oWk=G}dKO<70?k?17t6*BEy}es zSFg|2+Re|lkrm6sW}!AmXYXYfTP%am(FGHbsAd?>mWDule(8F9G$WY7?f z5G5qeosDvs4{vV;w?p3gelqlUqed!sz}Fc75=TbyKclL|{T@s(R(3AV#J@eFfLc5; zbchF6bZD@yJN8(XxbvkRF#jM_3?Y(zdvY=;#2rKWmRkH#i7ehez0)ksj(?JFx7n@X z_K;tS3$3Lc9Vt#dkJ-iCxi)Kk9B@ApKixl1N87RFo4g-?$+mXxrVkTmW!*mli$ycF zO4nwrISIQ~44ppCq2;ct*VJtw0li#4o)548bnN92(`j3Lo7cm8Ma!OEi1c55tUoY0Lv5S8MOGg%D_YH2k{bS?^`R!WW?h;j0i(5QF85*LTtgRr9(;6~=6KY%2 zyIShsVc=$JNn};EA3_H6YVQstwshhZM?JT}N#yk@m*Qo2pLT<{NAX2nyS8c2uG zFv~tTU8t4u8edEMGPtt&0DxmCT=bjzS|laX3jE3oqBtwhU~>j;w-7fzuW$Dq?HO$( z%tUwYfN&Vu&9MrwZYj9#oW+6_0*jdk<+Fm9yRTpC&UUD%S!LmJEaGt739VZbHXGYy z11uK3^1+DFq)+&C`xX7y!pZ)|tPUV1vSmU2=wwx=Y&jRBj_4LW0(9;E^kCN>{Jvd& zx%!rslsBVET-(P;m53`{>~WxK6`H&1eu5c7geZeR*ZW+>rwwOs7~3ffKt9ib^CTh1 z4Z5+MhyAMpH*#@p$KMwmKQ$ME7~z>!EI@VkR8{oG5SLEPK{{o62!RjA&H7D6!fnJI=~Vp`ePzZ9*69R<;~OCCc86!K3=nZY^D5|< zc8T{W0Q4u$uNBXCfh@BByPB=;`#Y$hZsW5ktjXKc>qlaD#syzUtOTPhqgY*HThQfmsJ}Ui) z(l3(p76phAD=5kX3!-A8e9nOU&v-;SW89B2fD0~tphq$|VYVChV~tgx7}Yk@+pnrC zOIG(1e@|@$!scrnkh}!7kZ6|2U_LU@NnIM=0DfnV6?Uy<|IzgK&n6q%(HVV>-=Q)> zaxw6#P`QOTE=XjbR3_hghmn4$jkbOwq;P{s5@|OFwVutOmgC+OZt#6JZHS-zT$KON zt2vB=G+XEKlef&Xom|g^9TB+&@Xjn1z5UaA=3!`&)wl;#)0 zJ@GWg8C-~z zanEX6!*#5g7T7Nle2j>=6)3@sw9=j>lT{=Q{e-RF3Jd%ARj1aG`);d9HoEt#@9eyn zBCG^8zRP&3j)Q?md*p}^g}Fn5;*b0huH6HoLdKO#)mfC|2wpME-K!gSV*$%_7lpo# z4RjUPmFt@AKpfXi!KM$3;+pEaRQz%Q90E03g#KkjHx%rM@N+%DF-1})>7GVU+ zMrt~$^x4czj&C>{Eb?gRg;-SwXrM2Ol1)?nmlMIHR8Zq4Vm(WnU(6^-oH}p+C^L-r zvQAYsKhv_71~(3C547E;Ejn&FAF+v^oM$t8`_hp{D&E!v z7JTfGDeEsa%q`O;fevBtX-@l584{ z9Y-kx<&!uHxk|L0_C{2Iezt$ovl(>)i$D(6d^RJTqtp83Ndg9DZ?JFS${yznZ7{BT z+|N6aJkJiErMO2(%9G5ph$#lwf%eKS%4`J{AuRh>pXSEM0ZA>~!|l9cterKfxeGsk zSsgT1yS^t_^1oPtw}$U;>Rl@>MhhY>Y?Fzj{{NZ9b3J7qQG#h8}nKhZ{YP zzen4D_Iho<-hJL?uMydIdET$Dr?b~BzfD6G+5W6Fz%{Xmf~+K+cqiDzSp zrcdFc5!T>gcKbL0!l7YMNwfCjbCVTdqv` z2HB}E-tzpFtIa`?8q&yAa&M|S*kf!+-n!0jyDAcno&IgS3RM-MC`d77?;ZY(0&lHg zK?1B!)~7^7QL<0@{OaH}u};!@s1OjMreRUleR(n)(uDm0j)4JOgOzy3IyABE7%Lzl zdsS&5q4W9JHg-ng(lH>c04<~C=e&GDGO(Y1f}kJ^w}y(|d~r@_4#@oeK$3Pzw@(65 z>8%y~rVa??~0%VKr-2xt@F7T~+HO%ql1%1{Au>GI!j58zLItYf?+Iyftb_Z4u@*$zS- zQnQB5{U!@gm{L3|hgeQeYA9owlYrOP9&Q1(YloDhN694tj61$VXxr&ZV2y#hr6)^Itk;Q=+XRpO^5n?@7Zu`n$pEKJ$151y%An0$eWy!l40Q4M z^57dMWX)sgTmtAR#iEaYKlxzhxi1c;fTI*x%wJtHTf&66tVTb4F9U_LbEYm%rQ62= z>d8kzpwlqO=DBQ)dzp#Bt4`0QVjwO~ay%};gQE#?DZ~-D=T{I?i)O__LJC#20<^PcN6+m$WU6?G3I|O%vyDx6R z-QC?KxGx&qWpRSL%i58;W#!LX(#W%9pK0QkZ}qkS z50JPbK!MFP$%toWMFNMwA30d7c$BTAn6%ZFJ61h@%hxwj>23X2#O>C@Nv>6cU0gH=83L?827~~~? z#`sYsjx{9j8(Ix}0CUt(c+0rith%esIMbsMHKcxDFc=8;8#&?v6#N?wYy4DS z*Ci)kN-|IPI-COok+d4|pl?_yG47ZwIaBi)ry?zrnW`ClE8LabXmS)5lW}~&v3sxN zM|-%c1G&k;u6vGOPLJt+V2LfID_+7xU4m)X{d&5h<`eUk%A7?yus?74k z3B~hh;T2MvC2CaXZ@J3b-bmPg9oB2bZQi`Hu{hVJuR1X-8iwNbP7>BTynV042w!>26r zPdrP$2p^G#ax%qijn2mey6xg!)w9^J)4@7%q_O9ug^87VY(t~Z|L!Z6h35?X2Nx<&K@Mm`8<$dspPX1UKGAz!T^c`* z)IE!frgV(|{pDe{u`F$7h8P@MdND>a?$#}+1``o~P)jMT+vIR_sSY2QapeCc7CCPv zMGfXhK5eMYPy4*)~a#C^ZQ&{N? ztZA;(8H0*2EfVW~1Nwnrd+$YM7}+elr!Xe;M4M*~c%^QYCAbcn$7xy5hVRrL4?nD* zA>q)y1UJd+IauBiXPbP#QY6f5x3ff~6s43D_rdiXh7UHulj$A%AYm|;q$KI;+edF~ z!6?Pw57ap0IcpxS79UvBmGI8Ph0P~9!@u8W93Vw>HPLgw-Nlduy9t9gKo43jU#v56 z`t4u7_S~6o`m2SX%i4vaVe#R5KIJpsrT^qpvfLN-3#LYFr42vDR%BV7i7cgpr81K? zrc3@>>xvjw8PBeD&EodyC+2PdG$fHJFrsra2tWIyEgPKzt4l}TUPj)g4f8QY7T%w` zJ3N~ZU#bS@;nF%SFzKRLsfp7yO_c)8eKMMwhm&_I0EZxGKA;7HAofs?p{gkV1LH(E zT|Q*nllv^qq0>>WFT_&tw3TfQ#x~&ohLt z33;Ee_~uLMa8G|6tUsBSkwN~^W7^kfyRvqdrHicdab5|GSJesS>|}mAVltqLAw-&aWMbHy^=PJi0EI)MI{FNI*+z1M8tS~R%?lKj=Dxcn#I1uXrYsI`aF2h z+Nl7A3+@s&tg2rp`z!0 zm;M3VVXCtHeRmfBZjT$&9vlYd8kA_f z^)&c1E=?Z)kT{l#4ocY7&*2CEUu}D9CcmDjUc6?i0r_N@G$MobnxD6qi6*K!n zkc&%vtFNeGZ>Vp~KD1fJJFkGiRe|Aj|L#GQ_Ds2szWg=eI)CSH=w zb8N3kuz*{a!i`DAgr5&@2x@rA;xm{2oj$2@Og1~}q z0!oRWJ|wDso7D-V95U!b40UQ;TF*zujkpdQKm^yc5k?o~+~Y%mx)Ie%KZW>>)Md0U zg&n?%qr|n=rnspP%})|MAtAOj^Y0xyC?ibr5_Ayqx;(%JfB1q$=KZ4T<^Rhkgtb}% zy7+ZpGcY|u&sY>+7u;;%G2>>c8cQR-MB2@qo$jf29Z1ogBBOsH>#lvvhW_GyoH$$h zRRqiyCn3nDt2>Uq7x0}ByIA&12+4qu{I`CiwqY&AC6&AdvOd)Kd6W+8c2a`h$;JzQ ze?KZ#9?w%DYMd?|^|VcahI=ptfVR5Nx2Sv-QJGkln#HfB)*h9}#hVLP7v=vHAf2a8(W-kMeQ*4>HF_@IAXu z2-RR<^Zo&{Q|a2*4CCPbFjk2LG=+~>Nsf$=iV7czla6`(bCOjv?p=Tmb!G_}!d?x0 z6WwcuJI9i_Oiq`;cV_(4T`T0#HO2@qtPti{ZyKcMoSrDghEQ%%fj{Uc%3VgK`_Tbg zHEyF;jQjeY@Q@f2Q>JQa^^ioi40hw>A#*w>&~{xIjN~E}Iba`VOxf2ZuO8ja#05F7Q*C`t zq0b9NiLv{4vCHza_;c*H&nzc;BoKSbtc~mgDZC_C^VlMJbKf2lT-PyK^H99UG|(y? zT5Sb9J@rFz7J-8&Vw&A5DS$C8a@8D=pLVz^4p>QJSR(~r=&o)zJsB&uBOhi4jIZnJ zYcc_bnax6UQ2@du_PiRu>UaR3xaLLF&Sy}^5oi#kvaTYSY>EdMY4jS<_$#Fn&QsCr z*(l!wUMz8R&WChSG6{}r&5RlY%&qkkAmO8On3Q=+hlW3K54!?}2XJ?NKW^ck98x|4 z+CrM|+V#QAW1?2Sv3T|_**>d2OAw#^5?-JZe6UVjdx)O?lt72w6>)+kH&3a-fFQ>7=+lObZpU{5a~J z1G4YC_Q+un zFk3-@0J44WKItL<fyHG@z?k{s@r=Q^@qzUCkm?k1B2)E07={Hq z)R9bOhFcX5*P#PGb;{TF?)kQv63-+Qa=<(|C>fkTD-cTU8tp(^)5lKYu4VsZ%PgNK z8Cipk0K^_fyhw#{*qS|_O6NlXN(A0?ARZsP_Trj@*6 zGr;^*ntk(k5MPS5N?E+fw+`MeD8l_2-y>to(FMhAi2k*j(RC14AzR%ze3&hc5D5_+ z=wFp{L#_~kpZQpoqJ7XxTg7P4K`$ntXV3Owz(0G?`wyWeH(@NSC~tZi^h9# zB>26%4m^GYrYq;yl6JF-p~NK|LpFn$dew-oHRcyWoLBs%s!}G`jKYNaG| zV%^7XR=M%SV``|>Mo9MVyKr+uy-qOT?#K+pA570c*qD^Eu#Ceoe$64IXo6(NGJEL{ z4IF;fit8txpTAXfqNMWmh!887y}am>(7SF;JXg3iR~K)v&1Y11Uu|66$%kqUnJ7?UkFd=u)4go zN1k8==U+q$RAKr`%M?3Km!+|O_~347;F=Mlg%AFk&~j5PBa9p1DG$C=z(k{o+{clJ zQesjyuo-P7quL=3*R71HcUwtdspEe-DFyTBYF4es4&V%asGHn*8<)84Zl+?GyAC$w@{=`Z)@r{yfqpoao0 z?`}p>K1dF62uau_;jDfdpkeqYUFZ2g3XsbXlWH_UM^QB`>t7lBC3CmZVM@)p$FCOs?F zMYEK+6_0b^Y(6i5>O^O~CK2mOU39^bi@w(LUhL=b0PpZ`X=R6a@Yctw+gAqks!D2c z%#KOUdd}9c!X^E^Psw1nV@+wf)yQ$mC;O*hLjm8c15s0Xj#;OV`V{M>IVWJ}ZvZRH z1A`~up5ft7cky2`t$pX)?u{Q(tAm_!?d=T6)@4#h(Y1TxA8Jpxy8#Ja%EBK?6FyoQ zn#B+0h+T*xV3t-hfG_=4CE5WyI(#4(8jnPpyS)6xmiAx`q{qw|`XZM(R9gDTwvq(g9aRsBfe<(uD+vqs7i z@nZk+8tN4 z2Q?CLR^@&?aBQMmF%OqdaWA%BP*kXm)n)MHvwI{&Z)u3U_vR=PB#?Q-s81P`&Ph)b z$BQ=O!V_@JnvFnQ!tz*4-+H388OF2T^01!LR2d{AlHE!2TtZ)P*48#(XUatKo}31W zJZrDtjb6{!m0aRKSww){8~)XC3QcC5Mj0c0ypDtqEV_E0E~()YGZqeT_kKJ&Awc!_ zyia-puf9ECzj)m4jbxON@DV`EcerYmy?iIJ{wl}lxiKSL>~N#G!nv(`k#Y8>V0xgA zM59RRUxq1hXk53U^6l&1!&k|eD_2B=%c_u|k%}2DVxdrm+9U8`)x~-wot=F~5pQk} z-tvmmJB7^#?~Bg%fH`^M7uZ{=yn#sXaZIxel`WptYaN>5vuc*K2%aJv?Q0rc;aHfD zlFjw)Q3L72TaA8%Y2}?!)pkZ_KA!Fa}OB($+{QQ#(Ctn&11;A9s^3Axl2sT(4weMSB3$G^@! zW@xjS_Wbth={s*IGvj$RIlIPQwk^C8)8AiR)0z3S-8l3Epjcv;a*Slq{D-Inev|j% z^@r89AfR>ZRTciCtSY&0dR1l%c@^?w_j4&%i{rNE&>(P<+OBxqPSJ2e;I)>id- zVY$#XP}Ii~*6_ngI@?ty=mp1I4>9J_s*3^ZEEbBM?3n%GLg;xJTWjUt9Zjp^L=&v$ zn84tlKFTJe0d&&hVJS4?axzOdx1S7U7vi?IwmtzVavoE?!K?M?0tTgnCo>r-?!07& z#^=A5d%@%nb-M!VVP(XIzcg2!r&}-0_#2SfcBo?fJ3hPKQ1u2D3v`?#SBOWdQW?#W zdk80`PA-NG|C)NItcNbdx;HqnY^yv}IAvha4gH#A)^_C2LmbFwo2XNX-?f2}h3E8k zwYKU8xrPa>=(5p`uy~EMYbc$voalS#JkE^c-+nn27kjr&Hx9D#G7MFk^N|(U0Es)q43KIJP*N4Wb(> z2+K##-C^Q=(Z%d9Sy;BlbPSWFUVw;JjXvT9)RvS*B9P{|2dAhz!Y0427X?)hMD1=E zUW1JtgNVK)owzy6cAe6eHJcjrnQ4l=OqaLc8BLD&HBO~Z+m=|Y*cxiM4C5g3SGg&x zez68>2-06Shv)Lqn+bt-TvnwuMk6kVYnbrK<^>9`|%kxOtVS2ie!yRG{dO< z*BrUHaaua-qn%6YGBxjK2Et(mTe|ksSORbm`8Lm*u4!o?(KA=|q+(!3e4NGKhx0u3 z{T*-@04CEnGPT(&e8ot^J0N_;n$9}^D%S20N@wl!eKco{@sa7!Y+40*ZEgZGrfOqK z)#wpJuDKB^An%le`{~%ZsQ}p9Jh+ zp;R=>(Y5#v>C3|T*d)tf0SuxR4x5vQO36&ajaNeXZOwiQ8DHI0zZQiMxQ3Ach$0Q{o|(KP z6(ZDQP`Q5gOzx!_xMHH?_r4U2Q`>bjw)HAGoDoROCz*ZtglaNwlAA7jA+V8oljYFB zG5FV%SZ(fU8je3z2mh^?=j+$ykYgKKMBKMY7?i3#7I4Tux*k8Fo}Fn>%&1}o&BE|1 zd*{O+%nQbwxUq(G=OUhshcO6@TDL=%QC--Z^elpG3~#{JuSbMH zSNbo)W_}O!FXDi)K7owS>4z&}N7TO73qtW3SlpfaI$uJTv&gy^1ctUSta^(D{0V+S zBF=h!87#VC4yhRNnX@1xVmJfu->R!0CZVG`zeS$Ha&CDK{@s#B#orfj4Z*L|vi+wS zjAME_VaA2QGESjmLTs;T@ll^04AKqokf9KJDzTbR()JAzoIG!3EZ^{v4IRd09s0$l!zz_CFhua~b7O zhi!UAuw-zx1stBo$ze=0j2%|!W0}v`YQP&grSNK^@4Fvo{_LT znx0?bD-4JF z#1d(}J`7&I1Nb+5*i2=&i$bP?zHAy`G~!UgRo3rc-C1i#?r_ri=k)>R(ob^kTEvXVmWgWkdQeb0^PdN6Ag{MH4%7pIfAC%*bfo|p3IQUu@PUA1R{ z{>o3SH9k4#4%V_3WxU(2oSQ>R@#*JY-Y2=1=M^l6OdH9yQ4Q9~&90hqQeHu4Vp`sy zD@i`iqWdrl!(XKZ_RH#)=LQkm>QcDIT|uWPc-&52f5n6=TT=>-sbxIS&_s zg?w}*pPQC|;aQK(Im&DdryE*Aa01VnkP>I3Bpol}if|k}zI=++qicS=tY4LB#~&TR zZ;w$Pz$ZIY@ddRbVCwZmx%W{X4Y4)b!!DUU!fC#^V`Y4H0pys&ww><`{Ykt~0dYyY zm7q)%@s>*e6@H?Ij><7CvXf8?{^am`Jy+Z8G4??dmTg zy@aUL_F`p>8%qlt>=V<3Mm{+Wr~B93rPJdI=*j?pPZ*9wO}ZxMh(ZkZ0~eL?g7DoR zyMsGHyUl=|Y21j>&0zU8UiK@_0OMWCyA+NAqxK@sifUuSxgtG%v^OvbRK9uP9~S0G zWA5@MlRZ00#3>Sb4$E)tAfE5xv*C28`w|}5UrM{BwZKEFIesGaeKW^2VpZtdGgE2L z@^_ZP_7Go?ieqf5bblh$yh(Y98K7`UU;eY%43{c3qt5q?x*B!uZtOeZ6{|ij3PR4>ZZNQ2mnI zl>0ZD1+{GN5BCxQ22+n4O5&JEujG}n2|n5ZiwOe2cT;E6*}X$=Yj-vOq<-TL*tKh8 z;Z?m-HH53oc(WJmTn@@5^`Z%HYjmqt;1;oE>Q>}N^)8WK)dWk!%lE2C9<>(qFE%zt zhS`K48>d;|ehI5O-V%v+`|8$-Bm6utF0x(ll#lVJB@z#?6@(YwyJOwUOgx9LJ-r;n8En zAKG2`|8Bwcth4>znReuXds@De4KjE>8T{4t1Buxq!bFjXNohBVE|qj%(=ZtH!lpz_eiJ}naEmXSRg8J)UL`x<2$ zigiX7=5&HQT&0PT3#qAs76N7ydO}wF%D2zN_gpzT4QMG)7GaFBC+iI-DT~aMNF4g8 zsu-a^gG20DwwF8Pv*^H+2BLNi%4{7cQ73JmKbXjNq3GTl>y9w{S&U>9Dou!aw|@kG za={mzWO+MT$}GTGL8|F&x>biBPztiQy5bvpET^CPNxP+#?d!r#rYEdy9x#VlU(xRd zE}i~4Og6}D7H;T_S~VHa$wH4X{jm4vb?6U{bsu(4FlKtsJNICZ{+5`|vhXkhK6R9x zimvKp*~JB|j=M*LX#D7XXXZ6M9?UYh$Ao{4Zfr<(Lem}0YkF}zZT)Ko&x0$ILw;tI zBD10ys~Zmt#jO#)p)-4ob$-wNL%(}D75&K}fr1t?wFplx-FF2Y4uG1ZS>^qH)g}I3 z_wC{|&Pr4Sqwtc*vq3LS5k}Jsq5m^`{%)J=RfVTSzx>Mg%bk6W>*eh?fTAVrpx^ru z=>wX;|0Y!60daG*v_2JJf%Ril;X@-EM>RNmqmbnoD@3f9%{kE~uX$$CrPL~Sq1V`m z<#O1UH*f&fHpS}CkaBI#hYt3`$7O3w63*1$7+{i}XqapHm6yGUc@2r6e{516enw1d zQ4C!&msTqbR=tGNjlo*$skX2a5%1YnDhZQu-$ajV@3sQ8A?bxD;1bo|z%Qv9xOX%q zoI0?HtU25}QwxO)?{V&PySwEI!)d<^lcIz-1!4mthLEwPlJ&uSgCLFXq zSZ-Xk1A6CNtokTI6KV&wEJ{mMyK7`R1Hp|IkSp2`9QA3IBp=DCH3 z1n7b7&60-<@C)>JBEpPlj#HEzK{Cg9WHvM_yK=tX;1||~Iz*G@^c0LK1^zZwq~AYC z0RHe4!%W3N4-vT4LBA;)DSz|OXkJTa$&GWhkUcI{KmQ%IiNhSN4QP;Vd@)gM(v^c9 z))PzQ=#Cyb3Kh`6g(gx+cW+)^3-dHh|6nF_ULdS1-?G8oaM((t{R0#<|M|5$OKzfa zaj*0e9lQyeibIq$V_VrVIu{A*L2rl-J-fvJ=7RH0rThDlpaDs6U9-@qU4|+Bi2}im z*8129a47TjL=2mKV`_PeZ^J|)bbGz7cop%Mi5NR@fauuK)+%j}Z_)xQ!kD~C0T)VA zSx;8aRQ_qglhkI#9Y2L76BwGxCm((-Ds?p-xj3E!$}-=R@hGr7 zx?Pp2Us*EF6YuWYIN!&s75MEq$!`M2D>s&280)THC9^g>olamB*E|h(M6nmIj)p4W zwhPjTQh%m7GtMgteKnV0dI%@?5W4{0P2xb|dn?o0|8+6ImFHmJrxJ5+DZm%76-_}! zWtF+Z!3x^0hx+)}Jg9z6S?$WPHlLL}JntTYEm*;gCK>WYsh0Q!iSj;%Pdmv6_C`y) zH`N}TZ5{dI(}fIAcfZ~MPb<{u&=hpQ0V?1K>PrN;go7JGJlKOek^>eIV5yRz;cC0hXbg0)S*#*sgx4i!fjU4&VkAkN`jt;MD(&uR-r* z0R^mJp;`);uj!7j5n__#DmqBS^^&ctJq4q+2mw~yy6TIt5ub45*|m`@7GZr;JtF<} z&H4byblQh&Vli$%x#V#zoib}fn3T=QCz$kOd9+_CY#C*lk25^EY#$I_o=(MZVkpWF=x22vLj!+ihL6&xF}zc zhr;#sKh+nL-aaUP-mXdS-+QKOXUs!(jxGB*^gGC!v&g~NySSi5&?kSsyy?LWz7{iBr)%xv=;(XwgQQr#F_Z;-)XFj)>Rs+(!KMut# zU`>R~`KWkq@4Sk1IcfY42(S4k>Ej+9vm5fN$5Z4pryD|&d!@a;!D@uxb0E^owr5S* z#o0I{E~(i|Zm25{BdyMb$XUwTi?t4TB;ynMn$Tb2i7sDaVM+NUoj-QMUgNe{Tq6n2 z8bl%A*$3-r_Kq7Qwry)Sfn#BcUnlQ)z|OQD;K`Z(S+icZUOUO^aTE+nKvn>Zz;WlL-6MeytmN{io^YrRu^J5R%68K;G z$G{UoTuqF)E61`D>O1iOSN{2Mi`SZBMA>X{qrbIXU*b*2#`A`=eoa zj0vlGTx4NVYUf2q4k2(XeboF87Ofbm#pZ$mc{TUmEeo@_h4{e>E219m3bst@y&%+4 zq&E6}rfSs_K>ban^2bMl)a3%?!v|(3F41o^m-%v#tmPMFx5hBY@I0rh&*$P?ztgqV z^L%h0K7Bt++}HUp;CVJdsPJclVIgQ0#OKQELm;-CqrJaaVX#&~?*lUeq6==gzt7ZU z`~W)z-qlk2<3H+RL--ZnsEZPn-nnFQqJK)+Jril=yMeA!r_2YLbnx|@$(H8uG}+^VtSzwi}v)*#S@SHL5k}NX+tXn|MU-PvRiFGUeE}$ z&MY53$)xSQi{K24HtxjmZx*ob({*Nb`!-wp_Su<%tnna1P~imz7qe(ynDuS5EX&@? zGlYI^)jaB=x2>T>uZLx6rb{kl)gw-u``PVw5ql=h8-f*n*M6!PlO}U6~D0+FlDC^jd zJZrO)^t>9dKdkgC=v(+bzlXl?PYDW0GP9DZt*L(?J83{wi2CE1SL8s;w~FIKf6(-Y z%h8tozXv}QwRUUMZN4g_OfpXY1)%?+7dz#o3q;oTT(XgR`g()^uWiWBf~>zyNV4`4 zo{kjrfu7kSEJBIkaHAKZWq><1FN^3GT^@|gjB-|lGP*);qX5lt>SU%#km_gvKN#NK{}9PywNcxc!mw=x70E2Id+2C(dCVsc zDK7oP&tK)~9;QuB4j8u*Xmff!*X1NCq_g~6${`0Z`6s;-vf!Ykhv3jlLAu+}Imi9R zi4Cogr)kj$5bje{sJ;t;UXI9g)S;rwUl(Hh9pJw| zA9JAukXek2U}y@W&s*p}kGFY(r_(`5t|~^Kf8!sU*MJ86=Ls()c`w^==byMY3DK)n zVIsECk;2p#&v~{VXEnt_$J4G~lc9|(F~VVK2?_+o++p?k7x)#vc3H$OdY zcxy&`<0-e$%kD4%)F`R86JqRSp73cUxKHw~^sn$Y`(D0pIsRMa_fn1fHTd9#Hls~S zd1|T=NT>Gs^xS2$CIaGPqLVYfb=@$;P|-(4a`8miS?K&zJifq2(2WkIVKV}YtM^K~ zy}Nk<&-03p;`&Sp;FH3+{$BI;udhAd24Vf zvTvoErV5ZQIkMvRT1jJtge=hXK7lTqN>pO#iDT}by~-GJ|jdd z#Ig13@};|C=*ET0YSxzF^`8^Gtx@&;@<_a2-h8Z;Z~01MSKUwkO1k z+LUw+6+$mx>+etV4dIVxCMI4XOYw=%lH1_<^#lw<9$mr8r_u%6sXt(wn7W;*i}8Zz z1<0f#jS|d&WBq~S)=jJI2J@S@!xyp9oOuW)s{-@O>dP^W#Z+4Xbb_xN4Nh*`I_F8? zHGR#(tyLHYcIcOq*lSjTgai~aS> zz{KLcJGVcPr+!@Dd>}Ywrn+o8vL-O>Ifqp%<~g)aOGjszOX$#=e?6;ldb)Ac@U3>} zoX(2+;)IaktPVa61Mhdjr+q1(ibf|{) z*p!lQS-vgfYcAH@YTiNGqPCA(4fquxSh}Ab=&$Jc9f_{0XUE*3y}H_&3e_(5SgW-q zZ)C=pUuXL#Di6SuOsh;GPW?j;sx}T+_s4w=ZEO6?iH2Ii<9MJA)gi7<#Y6Y&i@lZ| zM<1^pM{Jj(1I0_Og_|q%Q0P0^+skk@v{K*87iu#BmCKDV>)~`CpzwE^dBEs6XICRAV9l+L#FI83N#f(qaOOaPhb} zKx|w*Je1sA+-&?@Jd|9VJZzkh4QgN@9v2rI2*g9l$t%Fd$qS<7;^ty|=iwU^1+qbN zXn>foxZG@<@9o_DTx`4?|EW3O^`O0UKu!P|KR+8kKMy4zFNjUxy^ZI66dpbhB_9aH z1`>dL6$COuc^H6*06acEHs1G6Kz#3t?=SH1^Rn^sLev<6;jlbhkYz^TI3gz}C(8Q; zX;c8xL6(_-91s>+APR()9>@xrV+TrPiUUz0LCioxNF@^xAEL$vM1@u{11kV{?>2G$ z#{v-l|FJ-T8)D50H2#0P@P!((0nOn7e2~wKKtkv;H_#dg;D$7TfJ9I&KHw_se+0pI zL0S+<3jZ$rPc?rrAQTNjT3$*|RUN{o1QdYep_gkyi?l0w=Ya26ieIL>MUPE8+xE8;Gp}Jeih}D-w z1YgXOTcv|QH=7^P)!CkA`abi!e~<^70A~}rA`;&0Qp&RKWL&o}4PViv&SlN&46v%( zbU3fR6>8T3d$$CWG*Ti4Vtv(UhJh9_k2L!l_{j5&-&wyqW1*Xe>*2-HNM+>I5I0fP z+NZrvw`#>gD|QdasGlPLg>aSI&3wDe9U@)8m2G0*8L_^C^ymV$At72oQV6RaFdibK z^KLk)J`fL5qygjta6)Enf#k5991u>ccfVs90hu5mO&~F3O%I3$39x^^^L`h>t%^|$ zid|NA+HJ2eoOBk^5)o*xK|pyyPkzP2?zGwF(*}{hXg4XaeGK8ZP9LVt<>ff$j`WW{ z=q35tdi}C0PTraxex%2#MQ|tS&yD$gTkBy$c&VeO$85sEnvq4xam%@Hb8>OSY zLBU}Y!#_;<3FGze42v?RNc@OpcGIe2P+yPHL~HhQQ2uR&lTF@4<3vz!t-ccbYL(VZ zuKC0U`*Dt|ebvdWqd{LE0q2wWX#UQE@=4Mt*?q=_vLE^HK5!|EBa?2G%F5^>|ER*m zRm1Pxt@)%`Rbwqb*KVY z3>6~o`K}trcZ|JP|AiO}1j`#pN+Q5+ z?_y)`V(;n4ZtZ04Z0+KS!pQ+*w=j1%hV**@3H}%SlDvT=uwU39wcfx4pqVB;MA!$& zfS{_VuC1W}aqs~$y)W!g-*?wH`T$WGczM`$?X5iRJPc8|LH}Wz{XfMRgXKR%AURl? zTs^Jb?QQL#fFNKk0Ky;mu7C*!ivM@R(*^^RF|0p(nLDxDxO%y>ySi9I)WzWlAaEf- zORxav|Ak-W6tI$^HtyKvY52q73Ejpv#naxsH88>{d@%URlH{}GkMW^#@efmZ3li}7 z3X>%Rgz2V5BzI;+lHyn_AK{6%@JZ4;7#J$4CDWuqfADM*ay_u-hdXb7CLT$?aqGfRjiV3wdlfifm2L25G5#f9AvhEMM9;*i{u-VY)u3>axrJn&G=!ed z>?AG1n$S{0JM6m=)4t82-tgQM2PYQ@+h6YYOAO4rz(zB<=a|`);T3IDtT;fs-$xLvT-2^mx>`o@U z;|qSD4vvzHN6H9g%=dDZ@N`wAYauM+c2+Kj)eFK;aKB_s3k(!_r?RAN)4 z%8~vKutBx7>S0QA2oqsjtuy@*HN`-e$mKDae|EF#Tj+WTfJ~z8cP&$&xO3y;-idd+ z2xJ%R3q7YN!q;{!Yqf!wi#?yeN|j?ilGSIP;{kEx^~7sb9A9g7}Op9U~BS!5;NWO;1QqEEnGpUrUz^5gS_CnlEd zc0U_zZP&~xqKM>=5_t*T;p2u_;T@snujtW^lr;Gb=P0)@kx2wz7h$Ct9i*Xp@pM9PoGfeE!(?>Uh)H+ zYqytU$;ECEjgJU;3Kz%ePk2Uy8Oqz2u5E*SEfa0WI3Tkdk90!rThFGC&&`7P&w+tC zq`)zAnEPJo!s5W++hoTS8wLSlM_tb*BR@|+&5jR8@r4HP2UA`|>SFf#YRT4AHFX)p z(6FnC*6QfsoA!nhFLkE)J$2^lKcODvxVcJqt#CjONCS z+0F!Ckh5-1;S#`i4-4fDE#U&SssX7j`AItMTKB{$!zA;ZV+=sORrv zJR)xDOmz+5np*6m%Ourjo88}{w6ha-RAP$fPQE`0znJ@~9kw>?XE(%r0YP0%K2S$p z-MOwe{8`mB@#5yAn-`jy5U#(0ZtWEg;XZC;&etvRow>=~%*7aBgW~v#$JECt>VuMsRS4e!c3R zq^ELu`*=xIVqEOU3PB^(KLY4S_20A9pE6)8vKG4zyE(fByCvlGGaMCUwj4MG1aX5P z1rm+X{fRi2;KF10W$zmo1%)bzntHiDeVP5zU}3Ma9rA*S0RG zRj1=>*mkd97qslqU}B8O_t*you0L$;20eD~AX7xt=Jh@rygk2x$&fAQ<5J{k&R`$^ zm}r*gypghEq(!?v;_Rfre)rR!%eFvX(P(T3^FKe#nIc99{k1d~GkU|P&X60jT)>aG zj7~yBL5gqp*%Vv}j*W}Eh5K8jqQdrY`{|WBy!|=iNB3VT#OJ7IsYO1jhk{+h@RyRk zb23{*8QDu;*PGuR9UbzbMe1oo)WB^Dp+QkL2En=D3~)NwsTnxg-$)_Roll#tyM}B*f2BYT-*-|h+eiO_r7z6fNV~~XpZB-@F>|}nz`0RyQ+E3h9MKlu zw(xw~mjTLkX1hl{_4!rD>PqyN{k(AL?E+>$Lp=cJ)*A zv$23iJ)hcDABmPE$pYb*Pm=1uvRP|{S5a3(P9jI10%ZJa_~^~3!{6PDKdpQXKvSNB z0e@M)m_ugiq^G+YPq9&KHndr^N2Z&fV31%`aN|}e{S_=c_ICCc`?zgD_^OIO_Gzzom}^p=o^cq{DX@i&vM@>y0I%?O0d_ob;y&yG9v@ zH1hST|H}Dze&$clFX>fF#K@zO;>q*BNx=nv8F$N*pRKn33C)d)c=kz`qgtW=2^(`T z8WQE6(!V@`hTLVQHT@PM7n592Cd4|wTUVfBx~d;WCG#WO@XB_ZLjBrz^35SfCBt~QuAhu-G0GyiMu(%o>X&tv?ESZ4)h=-hb{B;N~KE`qEJ@_){ z$hvypiVZ+`AiWdU1#S%7w0Qdz;A}c$DGpjpSa#BUUt4scSzL?NypJrFjNLYe%mK+uC1Qv5r`bpOTjuwi zV1DYB@xp4X#}P7|2DS5lOGsaO0vqwebfaj0K+<#t6Rt?bzT#ZI0`d~m)sT`XWM(C& zWn_hyZOaV+E|iP|GI%(?6>~5{UYB7^&w*np$0EUpd*2CSy_T0f4j0lZHQHUk#X?rJ zoUrUpNGr|LL0P4+ui|*%C$JanPGkQfv^yDLjN2>sJrtC?reIlr;fIBAlDl*t3@FWY zjnoO+qMHinbK;xQqYBB#TnpLolp>C9pzAkE}q4Q7ptl z_}0j{q!5)4tOCap_pkhpM|}=x4bRHIJl^rI(T!p3|KCNIzb)-(mLCfKG%6doA}A=M zt-ge|I%~qYm6AVy(|+jNBEu@Lf`i<5zH-rwK zb?lPRu#gYoay9K~OPYVK{dfAq7vc*34H~@Ixtmwa`5?3Qw1AIT;`TdERP30`VJ~ZL zz-^PDeNTq-axG1)dm0>-ix#YnIOBEOjG*bl{hdR2v@pqk0@P!`hhAeKpeJ7zU5|-{ zf^F12g%)}}g~lG}nD6i)!yxh|iI^(d@Oh;<`4@mQu>oo|_`(iQ!>aB(uys`#X&TUE zsN|$KDIh!^vOH~)MXOzDP#CO)i0-fpEH3OCpx>#>s0O<-$k*vBX%}|%tkCHv_T}@+ zv-8fHR|r#oCqV#RBkA=XS^YCg&;`8cKGt_fony08_ax<{ zWTzKIK?bO^(ll9f$x2(oV1+q8TD^$I2ZJ|+zK+LiyrQhKeeLPwV^kJ|7vEFOeP`kW@{Y%U#+|{w@;%=C;ghHKw$RVs0y1#PW>^)q zO&;RCQ56h}VB5*vRTLu5zp+2oYl)J++ly>hsy1Pj0kU z(kfUzw5fWXb;&O2uuP+20iy-kXy&KbO_P@|2bUyAsTvT9_-)UKZjm0C?P*wsL8wOqW-LX}p#FK4f= zQoEPxk-2^6P~?TfY>4hgUNu`sb61m9pQ+VA4A(V-!n+{75k2ei{T{1-netF7dSL`# zoeQ-G(r#{Qll!!I7Oym0nHi(V0Al~l3CH93<1flf6Cpi8la-V%k65}S)|*C*(%`T& z@_Gwhv-YT=v7+H{l?h&go>*(wb2j*>n};xpdUVU@_szy8)GTr`6Y29z_WX-7W1&u? z&J_|>DZ3z++u9Jnud1^VWI2&z2Q@b5 z$fgFI`tW80CLNL-yn|6Ma_>lSFfQd!Mx23CGbf$?`pfpPMrDD2yuPd^r(BnnK?j^9 zF1BRnzI`PXhMM>WABAshe5~MGXf2-n;{`8-8~vs zaUPcz<8plO`%iBEu(Cd~Nbs&%2Gi&ewFNS?iacc#)rEX*X<;#keRBEfaP`CqxO(p% zxNX`5Zqwywh&TU#)t5=@0s~i42W%T~rs?7ZD5VDYE?J8X&5e(Z;+{t8fZj&lh)1ar z7O$1^`0n{O90h2_VIUE3G>IfpIsX8^dLYF-aXIf;m319TxOU^Y$B*xABtr~Bb}VQrUR!DOV9nM(ElZchc{Q^d|D7So9Q0FF)- zGCZvKOmA?3V><~fFDjt@Efy) z`*phTe;p%>BPz=LdX(hf#gV|>?)rg@SIBPZo>4XV9R38idTi);@rPS14aj%alV07! zN{=N%Z?o}`;$1ZIIN;Ak1%>*nW?vMcj-y6@AObvJlO|hKla-p8o=JTXSxQD*iVF50 zac0hJ9bEklXG7VtqSE53z1WvH+2*BE>eg_oIM^*H*c#mzG_)N`pryw!B|sb`Yjqp5(6XpVtA!k{NC_D! zYKV;x$VkF2BFll=L9+ZRS%kw0w=YIVPtNTrf+G1J?wGbBa zqlt`62qJxj(Z7r8-=PX$p(|T|o2v~`}a(7nJ&Dek=9O>=(RLwtRWAxFDuj($mhX%wFrC9TxH z>^46sE5YmhBfxZ$OjJP9#*GJ}#AHm?V&W5l{vAluYRQLq~=rTB!_sa_4i!n|cfYJQ-( zQ&Ay13>~@0in*>TB3H0~ExNxz8@*nxMYscCZ{k(z|bvZjU~|5RFt((kUc!y^u@?5|Ntw;Z=@!dg>e^}$BNiIxyUNRDvq zL`RMRxQDGDESR%)fv-YNLP?w|g)&aO-7ayac}eB5qbT5j!{6h7pq56-H`oi^&Hkta zzo!E|jPTwJ4upwal6}ZqZqk3o z58rY(7hE86V&UTP-uj~n`|1x@oTyeE+L$M_G+%*S;O>K4XlUjpI-f-ZMX3GNN==+5 zQ=Og#X|xM=<$`&CqM_-e=Fj}F7{4~lxhqcLADhOB^JKM}oXB`JBq{~+xa&hp1s^Y2@E$swwNTA@rP3Ds8y?h zPvLU&!HQGI>8!j5ij*1(QkAeNVMDSftOD=Cjpb>&EL|3Va7s|^l9N^{P05u7I&DF| zP*l>`dY5JyCeB^}BS^n(%S%2Dl6Mpzt7?p>+ZMV#e&h6Sov{y2dVC+>LYtZQ$U9rT zQ-c-q?u{Waeu7r}8zpVXV*n16;(YuY51(hB-~UNfOZ(AF)YUa+)kOMdCWONdE}$;D zVV|+Q^|P&ipARSf$(%W)gi=!}s?heAZ_pm?$K4=(;+DaTtpZBOXZ$jV{3J7fw-IiE zp2L0}r_McrSz{bw)`;%zFwl;$GN;7TJk%M*N4&m(jsetN1jy2;72BiKMdqjr)dif7 zY&!v}sr1BOmKW-Czk@O=#7ks!R&+>82=VYBT*?%G*uX7rhy2=-;=DYexD1M*6>wq+ zT3oovb)QzePY-$vKf7gq5NN@Fyzk5r_=bBnxs^zW-NL!!*3^A?!%rZV>vy`rIy!|u z^+a2Aymt#Zl)T&KwO=5MpYd^p;nj4Dw_fV1@1ESe#5Z2CYP&#szssXA+qlyd1zvWu zW<@T4aP;i>_N(J3PS$mw^jHmAoi^g%%!wX|f#%*Cf`@rm%Im}_Bp|;mR;bT47@&b` z+)*7Iv3=JT*VA6lXy~Nxu<$ZqF-ai8*jd#4${&4z)-4~GUTYADY%T8yw|{vA_fT@N zdR20cydYHP4%<1`Fh^&>Mp-0!=y6MBL6M9hY|3LzRw(HsSXnq%TK7Jrx3)$}wRK;u zwGG4kFM8gD%(p7N184=8`OgE_mr=t5Ft*VHLlrtnC5bh(%d=o(KLxdn&OFi2@wO*8ZRIRAb+U=_7Znf=pU7yzK z>vzI$aQ7F)>+L`L=FQCaH{bjCeSX6-o*oR#vhul$-dHhzWwM(L6934GyoWeiR>t2; zq$C;J}xGIS+gj{n4n9FG15h%W?4#{UT4hG1ihAEG^WmY>7~rf%t620n@w0SJ2B?lB!}9H0|*s~?KE$w3J>`Gi2MKK=GBR}QjJjlPx;{BR zQTL?!)B5p`Sm95x+^a{n-HSNAAudsuWJ)yZQxmha`t;Pqm@HGWp4NbR($iF;h>=6r*)FfCe;3QI`zE1WcLx`sDCGF)TO4 zclZb%&6uFY%a*QK`Ce>l8p8@Kuy)qLma`RXCA*%jqFtB1;{zRkLGoliWE{+GIxJc2 zd5>uxO|o&aZL$lV3p@{dE%3VFoi7iPXUp$#+1$k;YloB%>GAOut$wcm@UBs9y!S7y zteA*0nRuCZ%~ybkgvGwZU+1BL$S{x0#8`8SrPAWC*#&zJaOPqtw1KT5OO3xu*%zgo z_Wm#~cRe^&UwOBG!FsUQan!VQvrRnm$Z)n|vtUnEE%#0pgfz8uN}gsHwov&kcKc@a zKp-OM7*9zx)XjD6YT<`RXm+&_+x2guHC9bvv za&o9`o62G(BgpviB#J1>hUw(UYKgHXW)LlqLQX5U7p#Xicp}#amdF3!xemzVw}%uN zPzpi;H3lHErcl2j}(1V5sruqTk>bz~)o95Pfk}&0xO8 zU@=E5Hs`6vk)dyr`9RWv1a^=p^e3}w^H0xd0j{DNYSmAW71ItV4wk`h(FFM ztbgI=ju2@#|pn1hrw#ufj zPBhl5?%>eVI3F;b^P^Mv$Vn}AQY(#Bz#9p=@o{A~tA$po*kP@<;&YJ@0n0eDRc=ph zTD>>v;F{iy8sKWnD{5+Nc5|gVxo%cx&IxNh&2blpHaT>`1roX+Ll41OI5P0%E9gT0 zP?ZBVs%RN%tQCbNWX#$H396hVD1uf08_K1Atpc{eNgR2&q0#|ROKn$`I0*kGbi+{& zx5{nZA9k0E<^vxvd*sy!cn1~@e2Ij2$;kKf%PayEamD3jwRTi?^z2u)ZUrao=KS!7 zhXXclj||62m)hn79DgCNQc3MqnQICE`?rG=uzJ`0GxL!l)37caFM>$h=G=+5F$@o1 z!oVw6_U^IR>Ci+A|5212rrZU(d2MCnO01u0|^DmXTLNYUm-WnlaL!^^sTWq#dcu> za7_>Le;kS!eN!fO@qG(v{yraw!^tan-4!TvSk?a~++{NI zI8oDGcD#%9ffNqX?Dr%e5=466AtUAxpQ(fq+#_#wqkmju(*VlZ?I*v!h#nY@!gbug z4-ap`Y1KF#FqBs1i^o;@orV(0i&to)J?7vn5`G<-W2nF(^|;u+Ug=sOhbz!hy}RY| zfm=A@uho@yJG5|4!EVa3K~AcQ7|Dn{@-`%J{qM_RF3gC0DJm=?c2#n2ksv@eWZ8x4 zvVSc5c`d4wgqEA=ZqDcWYveHF5P1zF#^k9!PN>Y$Bq(}0X{IQ4hh@(UWp1~f`Uv>XSQKz_l9Rt6?P{3&v zeiq)DDg{dum6BG{D#%C-PRFTm3vk$O+H!9U5QC)&O0iX(pumwNcoUflK|qG-Xq~-D zfD|lFP~t5~r+DFI68IKvH-x{MsJ_Nb$FAZxZR5_IM zZthP|N=?$;!h9$LA)ufJT2y|#XFv7a&3pNFvzUr6iXY*NGT!r;JDhGg2}u0n8+G4N z`RPygp;Fb&lk^BV26RTfrM`bu{^r_fqEtnQriX&O=SJ}(>h~c>?ngHuE_H6cf5FQu zZ)~OozUf+UQ+Aife8ne@4NmCbwi%j@=>~JcibF9cFytua;hyuVzu~#l_-!|Sw+r>V z@PqBBs6R*_pF$^etgEoBv1OaUz^&=XY2Vb*w4*!X)8%uP5tgi4uCf*oUJ{5$e_$GU zF`3LoZf-qz8?Kg2-!b0PO_3y>_Fxm-oz2Ry7PDb6s&wex9YMpiCt-+&@9|VhK@ensUx} z52(8|^q=DIR9(xv_9)0&R}oQ@&}Q@5%b4B2XB*g|dQ*V-1@C>LvI#1{D<0rBXSU?! zSyX2^o{$7WNN7O_Bp@9dD+-of z)^*Vpcir#Co8A3=ld$UUy6yS@N%ACQ=H7e0bI$vo_x--GStIUavDxhVm#$vDa)0)m z$d6O$32b`eee~m;Ove13c|Z{bqc|{XMB~J1;&HTMEc)}q=a?E7+l%GxMotpC$i`I=E$cF}$*g!81 zviA)<&q2RH9A4_$G=I@{oy?#FkPvFC)=pMJx2X~upjlrJ$45=Fl|#U(G^(jWlh^@a z@Y>v-s`t^j806p@6`(XK%z5RLKulz9(HF~PAdxx2RuMEo1$ml#7P|CCAna}kxD-&b z!QgDvQELW9=!0654ESlGygQ#AMr5A8(1+Q}b-RXp;-H-tSaZ#FNZ)qH839UtAcNmS; zHqw8#@^l9f)qjrSEP*^pl}Y6=EUj3!OC#Z{@?<+eLzKE@zH+b4=O9g1XR9?>_3N0? zboy}Y2QQ(0mpJqeRL}cj^|e_{4D%>6nR#ORxmRu@KH{Ot=n0bXGL^ioDIHf2hws)O zr@F8A)*b}n*#5+2iNe_AHB`ci4S9G4qX*Us8wO@Juz!z##2Jtdyv}o~K(E(=TuCl} zF|~igzD2-iGMPdqhmkV#(F2pv)Eig#9XmsP`cCZ~a1c%<=oALER!{C^W-${MJq5%Q zGcThjn_XxLibCV5Q|Eu%`vnl_zGJhd1HGzjZ#0^1@J_H1AnM$_`igxPkj`D7_$W~3cbLx^# z;DMk_U%Uj9Su2QDB}kVCJg zm-29rXp~8NQ^lmDJF{*N5KI&^nwiQx{q&i2m*4E_s18v^Lo)M>Vy_~r1a=tsGQ3Ka zO=tI3n!rol<@%sP?;BcWz@>ze9e9;iqtWc4^vKN96oI}}EXditX9o}oh3$Q(n$UXA0wyB9t4lm=ayK~IeyNX2M;s{yq)u@4VyItO0)lqlww{DU|tPS=uw>4u)YciX9Q{Z5exKopVj0r*>Ts$%Y$cbpqUp>1jqG! ztT};Z^z6DiKKeT(Mmu;Fx;nMZ;L&y$!*(Jw=Ou;^E;64IksX>~6I2nQQh&EdkX^KE zZGXxQG`$;*IN^i(jAk-FTwvYkCZfO1we4|sKNhTf`-{$l#d}@kZhf*r7*IRC_3qBj z^5O~Qb<7}cK{fu8tw<6EHQ|uinFNX^$QBu0`UuGYzJC=DU6=G zgQBRn-v0d9XPBQxc21pHtQA1%k4X@Hi&=eQ16mSf_xE$qPI@ZuH-FrKYbf<1YA&}O zO|^Kz1a`i^%vq)^)MY5iBxY{Zb6k-E#Bw_>*{`@OnF?j9P7Y=K9W8r$zdnhk+HG31 z8s`C1vjP886$`iST(%B~EPYLt5d!9NT+EaB$y0*z;J82bp{0G}qpzdip5b}cAC-oo z8Nwm|zKS+aADD^Z!GEVI(UOwol1+*DCeY%kHoIJ%l)cVgXRAMmUW~EV;2_O}PwFbk zR^{ibNqN#nCPS4D}#y8cG(C91sH>VY6}D6@V0%oJvdG6FuQ5#xsp ze{x_yCSI4{kdY_LE=i_#GY@K#A&Z!Dz4#y*ef>PNb_K&2@PA98VIZo3eUM(wp-0f) z@-Qx3?*LKdz@?IbP9lhuig}nTfcfSQbRuzb(@KOMowkq|pV| z$|@67Qs`lB5UTV+ARPDFe>FJDO<=Y7amKQSC-5Kpy}fASCmebwJ(BlUhDBK*C=f~Q z7{R1VQJV{!iGTPwri>Z2M%vSUy!vY0+ob=X#f8`0nYDl0Pp{co0qMhQ-p)J%nNR=% zb3#*2Tjp_a;?{ZTG`evb(|X+BO7?BPr}u6jQXLo{-GlC&x^;C2=zl(KpviI)4v0I9n|hR3}pF3QAL_AG$+Dw^$G-RME8ylJSQKe4!)&knS;4;NGe z!lK>O4rZ)80g{O)KN0s-bi=g{tODE-00a%eaUB=XdfbNH=p=gZzn^u!ex9s0w`23) z&)QQ*4u7@OQ_FK--wX^`M)5wfz4As_k zZV$w-NsALJ$inwlTO>eC*~p9+3=J2P&0?bVA%D)LPy-O%&iDd>x=^~EN@E@`iOb%w z3HTbw2cf6U?r4N^B3M!`F31yR#2*nKI=XNF!4TpBd46VyYf3}fZ_p`Jx)9qhxWko*D%6%Wkj87(FoSP9H) zdVj-SonAr~8A|jLLxEmpz>*ik!PNr_xk{O>m5>F`$`jvUL|O@7lMh8uMoc-q=>j6q zC^QXCiHNPuJNAggq-$^lFC#Vl%NBE>@+xKa_|IEBCP&||F8`F08a*&$7{Z6?k2o}k z{)Xq=Z+2mltg{b6SSu>jWBOwrBdpJA#aZaDFcYO38 zk)IjC%S}#7+XhnDZYnu!Hdry^5sksx>T0p0q&QW&ZOft5)4%`vH;7YDeMvuNjDI}e zHUuYyP@APB7c)mR5*&hzAN{)=QF_|;3F|ed>Q2{PuX~$vH`u)Yf*@|~?>O*dg4o84 zhjb_)re78uZ)kJ2w~|IfRP-N9*2zdwp%}vzEB>jPj||$S+Y1FNbbOuEP=xh}CD>!aC4W82^l<-XSTV(sB;3}4OWNMNlzUZgMZCT8GQdAM9z?T zq|iui1%&h!nC0)e$2H(^8F3FdFw1X~pYsHfH|ROXK19F3LD3)b4jpT4I^NxXqPE8C zyLzSd4E8<_CFoUptx7}Y?|&%}=7A7oPH|XRQ&f=+#FE{!ggT?zi3OeAOjUFowFe*s zK~+exzu1pM$3h&e#`L6(+jk{Qoe{HUb;?>$VT-J{*^I_=JL#`!Zg0m|xKzRXfS^Ly z48)hcD7xBWu*sDMtz1V5)~+o`!VeYMh0a9349Y-`Sz4jR4PgBq@qa^%%Aw&O5Wfv8 z&U=W@zlV4Sc#jzsaH(S*>VGgcG)7*h);LK&YidQ{7JW>n(*K0qo6nrA*Y|<`^cO zZczCRMgd;H=0jj4yn+_Fav6$$w8`j~0)UBokH-%&%r2 z{e*Vj;0&bGukp}4hV?ZQi}h_LQ^XWAv;Po_rl1s*gFjT{;QYZAym`;}qgl6G(6o>0{_IJit@7@!ikt8A|sq(#r z%y?o2_j`^$&y~zbV1$LSMbDQk*$O)B&n1B#3v_{TXzq!!ijwzq2@c%tM6Vxrla<$x zp@6j!PmBk#jp_`e3k~dn$+tM@7`nzo3%H0xu5O?G_Vm(XY7gohw+BSN5}=JEX7Ny4UhF_uc{nYCBmY(yifx~YcV?vBo(mRD1{ z(kNdquYar|r+q8F9h(`$JkCs;^wyU1ZyxCkR#MTQ3uc#YQ0MPWqwO%9Bk%Cp5_wI%*P}ZusPB1I1yajd1H{myMwHEO&e*G@ue%13!ApUUmMds1P zsf>|X%iKq4dP@6O0E*n=#hL0HAmpjg)z*5r`?x!8s~VIBHD=@f z?|<10eb^i5iL2St*gT0aa+l5v~t+D^WB|b3^W89y8EvWZ~v`N zV%UPXf4BWNKP5hKc>AxmyxHQWDvx%fk#J^c`|pjdxtkNPt^0I1>l_P2Q}8%yb~6rRK)E@N;|x4}&nRmR zh7u{MRwZmU7}77SbjRaXjArg!F{J=&1Kq6rql4r0a&&woBO zZ&oYja7)>(u#dR)@h4w=c{px*o+cNxB))^$X*ByIn}yRb z+UUDO87;eo3j1~rrSuzgm1psT7k`hTGkcnMP2I>$RcS0*8y>taE7@`9coQ~PA-61b zc#m)T;6viYJJxRiz823;u`6s11Ry+wr@R6|Rzg?N!7I0WeqVz#i5?r6$Ey)Kq`5ek zCFPPToXJ`o$5lL}So_%Ffms~-1uT1PVUyEmahO^#7ZSfeqFq>`O;)E+27hT3uCxss zOTU?HK+8Ts=A1#Vy3jNG(~ztcWq_buuszSf$z=CX2^HcA|$uy@(IQC2rUS zG9BnO*vvjQxKEy>mp=jgd@QcySm)H#nxKY4v$!=-r>_CR?HUqZd9%Uk!%}9*u-foU zy82Q1FnkW2yK?KF;q$NMzkfFJWRjUQc;!d%skc=%Imja@?rr6vEZEKmHE4Au_zhCf z5bO3Q^&Ad&dL3k_-P8NMG|(1n$ABS4Q?z6rh#}^$}q@61xgv#8s%I!_uH1 z4-2&_TT?_m&wQhksdFKh&)oOH0>u6rjktlLdq{hQv(;ATY72d4uicNHiSe9pw0vg4 zUFHBM5fLY)5$%6wi9qc2R$L#-WA;t`?!Gk!imvq%=8BU?RB>`2X*ey<%hX+C)-!GX2mZ zm;*ajN%DtJZ-4&t!NLD5Y0kUQ}|W)S>mLDca4*2g?}+*29r!DDCoclhJ7N;(uWkW;TY;kicb~^?aXLwp$%x@fn4naXu6}LZYm`iiDM3$YtQxE1`n%}<$X(zL`_nrd zwCX6Yp&(e0Eh;F;4vWGK!EhM!W+`J1eYZZyK1q+|(2ECl^1x{G;mJ`hw<|RY5GYCJ zv%f3`gMS)x4PWX~Ic!d2$c``kgvkg+WY&-$N1Q&ivu}L#9W=R$S5w%o*azpK>ri!* zYg4DN^}p~X)y_71BUO)BmVmq4TFJMC-G}gde{ku`m?n(~^kv0-X;IR~RY0tl96Ulr ze+WbSWZh^*j5XkB#+8fg$0`Jo{n&`YFlh8@oPX7la=EX;R$U(n94i-;SNr*gk+6UJ zR^X;HI6k@+r6Dt~rLw)LCe(kT%D>;IRU4Gp`{h<^T+Nk@0h_)yHE!*el-=aIE!l#E zG9vosel$1ghlkA=yk93BqT?Yv*lI&o(iS?1=9_FNT74)3w&C*XbTX|N`$07kcOd21 z!GG$8S|1rY;5qeolw7u5uozRaK;~&3reu=~D@ZpH-3qsvan6-yYzQvPLj%tS*>BQ9 z4mvl$;pJajfUPE>mVsPpGgu9jPhYP0XS>ATFeh+O27^JVWIT*NMk-Y*p^PXkm-;Pk zlg&o@eP|L|dK~Z$l5D zQCM*BE78Mv-H{Att8!I(axIgL#r7D6zZ*a0ggivwcM@yM!yHsjKg2^(++1cv(SH({ zPm}_~IvA=9RA7Ol@{ze$;FAc#;9BU{1RBBhv_Nx}II_|F5gzAhuyb2pcE%>0@`#PM z8_hN=dE%oJfG6{5u3%CA^YfUc%Hl}j2w|nh+2E+{EGPXvU~+ZfFm~Wxd9M+@7i1so zLv7fz$I-yMoAK2=Jl3W$hnd`+E`Mg`AJIfK9UVX-lIdlh;Q9JOw>qx1^tT@E0-~iV z=h?lwt=Y^7N|nXSpC(+jcUAV5)E!vTW#)&!y5PU;zldjn=^mIOBs``A`7Uspn8m!| z<|QJ{>+`z2Hqzp(N28jtZP?l_JTP>$`Ur|e&;IGPHOtGTwEBSPu1Q$CCHLu~cq(i8=B-;Io^qiqM00S4pS!?89gz&b^rO_(|A*Aw zN&A>{Yw$flO1`H%9lMKS2Uy4!5 z!GQTmYczz&fqB^IVXCtdjDKu^%|jCh&qNI#!w$|PtfQ9(-?{N&n7#knky}W2g+p&c zpYqhbsh4I)Tplx-nZ(Rp)5+YAQ!o1(-9e9|$uA)e^9VC#4-=iMunFp0ea#h3nNUU@ zeD{5O9X8gz%a{?bix&GqW|*t{;snhJjN_xmhrHM(TkxJ$_x^l%kDFUpnno7^lH@a&o#4TA zb^-ZY(D++u zjvl^NSyT-HAb)DkLPL0$F+)@YvOG%d!D7Y-l@{;4edS_EQ7S-KE+iQuj+x5DLFDuC z+ZiV$9&NMCqd8c5pbWMX*}|k0QLeovpVV6PCJhiuy;3hflzjYr*QFCz*9B9`sk8Ju zJfGbQ70?W3Lr^2tD0T7Jqo_b;$3+>yVJkxP2SG(}+<)01y$O$!9q1-{ftP#Jrp&*Z z`H9kA>XrD@%5jy~=WZ@jTXon@SS?1%cc97Uga)WzTDd*EraZpx8Qhhj7=;Y9*mfwb zdW*$uGMmZz`g8BrHX;JW#6-6oV`hNfm*P(jZTlGWS8b2it~P0u1}$znSx#PQF&+ZN zup4pmE`Jr?C_0Das5-{sG#W9_+BIg4P6skMo`B1w!GY%+*&S!Tsrm9E2YKifJm!(i znG7G82Z-3W<8GjlH_*=z|JU)S@>|H1BXQT^C{f{Q>}m?giW*6$y1LAR?VB&;50scw z9n=n2DHH)wG!3R~t9fJJO3E$f?O))_g4c+J@qf(hIZ5klKfln9)}e`Q`04L6d$6hr z(sP2S7*oYrntzrGJkVQ z=D`*s4OXEEt#uaIM~1LpwbACI__4IRrTq+^wrN=5HCDIaUDLE`DC&JZJZ{(7rVf#y@3dPj=!EY&! zl}gGL%CcO4iTr48iA-7`nR;6yQ4~@XwJ38_){T94Jk{^}e>k=>BQsm}*`vtbn{La$xdX%@8!Ka=ks{{zW#Asulv5Q>%Q)5Jg>{^yk7B6 zm+q}jDReI#;=VBVnxv+>+70r3SF)%4JYA$JdBme6tu3CD_99-td&Es7!bGkhOIz1L z81qc)v#$CwcvL6Z{zbAqwNtiJdFtH(?Fps2ugnt)558Wljqn!ZD5mI9R2hgg7PYku zz+id#=AL#*#~@<(V#Xfprz@cuo}ERsbR~u^1!uTtPNz0lRNC&~AeXEfLq45-0AcPo zhQ9RBKJOehA0^tc*Ay{4WxCW~1*$(I&Vr$N7i6L&o$w(~IaAxvH1^lc!K)VWMf;>C z`<<3d-^->$Zag@Cr!h?obdhaVejFDR4FrE+pKKHu^1G7eu|m7L{;`HdU; zv&<(fe8PxDwnXJ`K*u|0gbIt~X-q;HbeG>cULT;IKMbDta9I^6x>$M&@gms{wtVo& zdTvG-c;>iGG>xdGP!`L~-OVN{vwx=}!<8(np_`;|7-VBd zA*FdO=uJ3>&3RdW%v7XZ+_-OBd6D)P%UZqx%6QO(-YsnVG`T|ZC4PYX&XU8uk5Tvhajpr;qN=aO&K8j= z6%DB#yQl5doLZ&rV{yF}A9m^9+?7XR)&YrwHO)ha$xokJCQ|K)_WOwz%E`qRn>)N( zI$X1VEQ=sjgbRY$l-EJYABh_>#jwx?ECb?^hRsaxb&~ucWFn2{=WoyX*%Gt8=xg^o z&p5mtDE_%$r28J_d}`jg=u(aY)L-v)729OI-na3@p2ovPaGm!qTf9rZ_c)PgQ-{EL z=}T7@oH_iD{dM|MIak@s8)&WyN>s1ryOwEc%KF&7 z>4j^j3x7f+G&=Qtf5jCE<_~^=ObjntN~TvQ=iWV)dQ*Z@k0Y#4dm=iNanrn^dZ<^< zSSv#PZ9v)}=EYejB@T5tR@IR6(ow7rmrcE<&?Yi{`Dz<{&YK(%HCKH&r(%Je9(kUN z(}xfFIqpeCR5H;wo*t8(WBT=`YH>vwn=fbf>hp4Y&%R)4dI?X_(3LZ$GcM$QJ~U1o z3ea-;=rlQMRE9B{@_fr}u{SC#X66x~8+^0R%!AK7IbCtvj3hZfE@3olpvv#3xHpAT zhVKRHcTF*m8RHk`x)wY(->3F7&))J6oo`B%NGddKY6_$ZEzrx=T&SS^AT9h{k5EA=V;sLJADlcwoUTDhU z`{1u*z8Qx{pGJZvNOgA_7-U|(6j zY9V!}s*{-ckD7-*vtTd*{jz%`IN#%~*l#wP`zBS5GF6z`1%H zmCaBNRauK8{2|xK89T@gNF=k@8I!gw^X8dHdfWkXdS6w)p1t$<+*e{9YI;Xz=PFJP z$9g-rN2Eclapy^k94>{Ei~cH&hmO6QZ!2p1NCVkhZ_G&WKPAm6CAR#qFi#}+mF0R- zNL~QjbK2V4)*Kz|&p{(>u(ia;@=oSYer$T!qqfy1zr`Er&n35X4vZdV zDn;LOWY6&&-hri%Pu`ehtsCs+otvhhA=9S)@w{Riu5&V$@Zl~GtIs&6kF6h zlU{cJC9;Z%D09|7SzgZP1N!P@?Q~vZP{2>zd>*IRj?qp&R_8V>jucZY%HdM=d|GZ& zV=f=$Lwr%Gmi%JY7Sgyp`o&cTbZT~YTc{qgkH<+Mcs?mf7S~*1XL6l6eC%z8!a`5m zede;^8GlfbXbKVXshMNt%*(+o5|%+^x%kwYopZ&dB=L4qA+aNMC|LCILwT!8D!)0Sb^S5-kmu^f|i)}g<4)#a2nfWwtc}Ocs{El`^ zK3|+m4xPQu=3G~i-Pz(zvMjIjqRLhF0kJNqe&>c+rtf(ZnZT%-i!TgCFWVH0c^GXE zk^6sXHTwy=Z1^z~}zY zfY%!e5pOH{<48eLbBm$6P`_m=KMKiajZzl|c81;sQ0@7^_>AqAsQw%8nSMR_^+Rr) z>@!W857=nyRL)`f;O)8$WMDurOnx*NMoc@Ptp#SZ1^ydlEnP z@EWH1I>W_du4DUz)Qi+Spo_DBC6jBmw^1j=z?Gl%4Hu8m&os98L0CFjVWO#@sU4S& zU%Qg{#erSe%tNn<$vYe?S+Oy{uw#m1jxEs$i4QGtcMG>8TPbAyy59JCG1zA~Wlv$- zK`*&&mLK~_C45kCktQPJ{ZF!&5Gm5!ayISHP%oOBjpPbl!RhK&?;lLbBH&9&MxOJ)Tbj|{)DmZ6+FU4QxSZASLc}d`uqHiQKeXWjfb87i9Npm^* zjzOUH?Pk5_`2&2GA_)oA7>NAQw&I4c9QgUPJL4KtOBN1vh4WJ2 zEK5+gYHF$La48k;{ou`Sm7%Lm4Hy^7sUT_r9M!a#R~hhKp2-@&Rh^rY=LU;P;jDdOl^;mPEq;AF9hsGdQ&dL#5noeC^aMfWb07(QtW0suO zd9QJeNVP(5Z8GL#EaF+!L_H)>;2Hhykqo1Vc{dvWs%7uZ~bQ^x`|b22hEAR zA>Qabl3F!!qp=b%sk}3Jp)U8xFAW#!`J58xGjmkf2+6g|TM=FUaA2?Kq3%o`zVpdc z?e3wae6H2HjKbYk&C%h$j#-A|h8o4d1QgZ7vPZ1EM(kfNUxi9mAagHi?vrt{dt18c zf28{|4=OMiU9Pw|k>Z$=fvQep`jnZL+q@!6bLrAexkeG>#Q}PDjU)F9%UB}I*(JZK zEGf|U^M5}SHT62E5_iiCWQYYr{`)XbLtO_=Q%|NQTP5JHoaTCi@~s_NDg_cm z$e9tX&jNI1;(Y0)rV~z1C6k5172<(I zaFx`DDJk6^*~Cj_&%7D#KbK8?5Z&nC#i!V?Gg=fRnxCiMtP(0EUv*C z>gAL4jLwM4Z@t%3wZR*LsoaRgYFmxE7#5DnBlSnz9*uc}mme1y`=uKTf4UZyBwTbNcK*C9_VRvyqD*J9SD6L;TZC=q z3^&EYLMNWSm2S*+bvjAz zv%10*!ro$gblc7^JKPf->o9tGM6n(y9vTK#7DcE|nBDNm1kms&J-RmgY;i>#)7T3$Ef8c->y zI-~3P(E+3V%wLLLS{Ye}aIFRVYb%TlEBE4FV(B221JPhcS^;5Ge__Ut>25PfY!Q(pRX2QgzW?>43>m% z4!V9B+P3fjbER>lX$f>PhSQO=RTz9qdtr^fSGQ-s9^7hrEAN*y-9w@YmH^eQ{E=-Y zMs`!>``w-<&wkN=7+(0bVs2bX^kI|{7OnoFx%4#Lw3a+Z&C0N z`H>E?SlE#H4Sl%U6M?y0v4i^YoXAdcKCotI1LU4F_rP$Qg*jAu=)v5P+<7K%@A|bV z>Hs~-aO`%q6}d;9g5Sp3TB|89I7j50bNpI-Fr>;ug%%2?$cT--I!(;ArrkxzGVHgl=R_IENm=)#wRb5*@Fgu0QFcwwNGB8F;Dm<ke7G%G6i#sLm>!m6bj0Xf*{N! zl^rc_xpTv*B<0+#fCnU>5UC^;EL~J>fF}z7^{1lEpVv-i;vmwXbHu>!*{2{ToQ^1n z5_iQ6c$_Dj6-b!`hJxaXML|qh_np&`aFUWMSXJ0jwBPifrogPc<&qI_27t_BB8i-!+;GJ3b4Fpx%AYmq8wXt;Bd@{y2ekakXv zWb`hyOOZ~u$37XEY-ivWQsDt=P*_ElzFeDNW>!|S`i-Xg`s*bASu4OG&l z%J>y{E>xf^a>WozE#fjoiY<~5lp)c|MQQNYl;@_pCb1@2Gs(|mP2!An;}VmTa7ky% zxn+vbLM7-&0RaKsrrt`DXjBaqo2huP%mEc>X<; zUByVlJ&m&1Z?M}RKl_Oux?-0cSMApB;9gHmPQtRWJqv!A#_12#ew%%_4!O4HnZNfR zJ@?Kqu)V9Zy!JU^3SCy4Q&95CaIJr`>3P!aI@8)q0^eS~?@L2iF2{ws`Me3oPDolF z6rfXmWybv0eo=dQ`6u84h)(q~M^^vV(Xw{Fd7BE3sd{M*Lel*85b3IU7f>efJQ6q1 zGb|YM-!H^hcvD_u8hh_lA#Rq2t@^$y0BQ`> zZVd35&aw+t+W&gpbeqf+L>U!d8zkZ-`&ZPS5H+YCZaemjoyuXt`c39oIiQ@ zl|vVjR%VQDt7YtNMN@K>ifYzsG3!TpdE%T1Rz@za%M+uLUgg;6F|oQBY~}0}&qqh2 z`=AG)!28u7`*v}`;}Y&az852$T*|-dkYk(t2k4@>KV~1Tamj6c_Tw@yq`v;^@H(z~ z-^ufy*{qh{$OLAq=I9KO_IF|#ilp=P+zV|3ftKN|W-Ka>W(;2|;XS^Ioo@YS%|)vU zw#*xRBcd|bO`1H1b7)=D?6EM9PT=bhd~;$dceu_xAlcX$qM%Lm+GJ?-4 zHK>TcB-0nol^apNeG!phqI5d_s)52Q#0a=2rZn@te%mY05sKT=2ppT5(+iGVy*Nfh z6q}Y)*5wx+y5C=wj1b@E_`zeNBc9b^5S~jpa`QHC#p5JJ@oYhZx4FXDD>8X9N(PrM zMD}E#6Ny|__Izop8-Io2v&xSwTfM7sGC#kNeD|vDCf$q!_#G^!bkG;^`_>WW$Gpce$wZjh>B09?tgb2F|;_2U3@w zy!#3(=wG|6Gxg!Nbn|{%L_~znw1DqtU-pB7uejm$vZKs{mpetv$A_PI*3%Yh-P@`Y zCq*RuA9Uz^j;J(n93~s5wY%TH)lji+##L=QQ}xL9^aRRlU?y1M4z+qdHj*2hA+Bth zX3kqbT=H1!osmt4yjX5rnBB_YUi-zn`PiA82)>v7w=0UNZ_m(Oc{L$M&Sr0<6&>Ky z2XazwA+olL0A8=WS^Wg98!*)2EDdsXtG)i<>7+i1QTk-P9lfHwBlRPVKqxchrvo(y zUl~JE%Z2SR4LVQy8nZYmQLLT_b<_(%>z6+LIhxMr&TtvTwzB@9g-*&$$!p)})4n_B zO1jEH8{UPxV*jz*=v?}*(LUzR7C$cWOzi&8_8RxVZ#Y-uer%7HgLE3pf_AP5qFrX)TJ(d)5AFegV3!&@ndy(sIQU6? z{Z?a|3wcx9?A}jCX8W&Z6R)qH`4Q_o4IXrztrfo3L)$i8ERpxxObVLudArK#=`Af& zWM^a*!%fB>(1V7o9kRRzp0n2n?lPC$m9Zc*jpXouFk97hKEOKnV0c|u@{Dt5-)kW> z%UfFV6{F`t4FjNC-*(1U9I)br!P3R3(usyUFfk&XaWV}O)SmMs$1D+lv8QDR5Kz<( z_;{+-CoDfgo{q{X%ZHgfi*CidbGcmdVv5Lde&s9$b`AT(3J;{N_dCqXCemv1WPMdre24WappO`&&g|ir zF;{$p%2Ew{S^6cmH``NAe2v9lZu|So5WoR_g9YYM;%bIlIJ@5PiiX(4mDYQAj>Em* zF}oRGAk{K=T|H{c)@r^k17p7TMw(eO;j^gZh0}`)JyzSgZPzGuUKA>*XD~BlxAsLI zIo>6*;|>?TA`2R;QDnwOJreJ+Htxz;V@^`sfyuqMKXAAgP8U&|!kA+HCbymUO8gV@ z#}O^z{w*+@tDLSDE5+PPUb{I1ivb?%&ofAVaVre#-GFn5D@9hHXM6N=v%0@%JuzHz z1)(r6^nvqdSAos!(S0yz(xSq9BoFh^4CkDx*(1PonAWtO8p=eG{1 zUG3|grk+m(XJnieBRm;Kj+xy=p5EP-$2jJSor^l17JMs~W*e8dX?o;;gzUe^dm|`J z!G>|(SH;CDM&DMs9veY(I#oLvKn(-ZWcoD*Q0{OVIJ=VLvLH z-?C(7_zU@S8wa`6K7nlIm$Ik$B%>tXf1}QGAh}(s85Se?*YXFa?<-@aCrL8Dvifa<4E;!= z%6FGKYd#7kx22{O`!b=pJ~z_rinFqTIw}IaPEn4jFFk$1BKVcRZYQ(rm%fKa!ky)^ ztdN0r>%OWX)NrtM$;+`;#Ab1UJ$utI_TE-N`}`(pPmhb4rrd>}Fw=*~$Q#uqUk`L8 z3;|%R{49-1-C_TzRdjt|&mfZB7=HKiqWEEc8#y-c{pfT)wQfpS2B)%RLMVOCbnM-YuFy|U(_8~! zLjievGvt@SM8xI%)LR$#%}r8Rni4vohuZoxH1&sc6AD;wtj)J)butny=dZX<{G5Jp zUSOaI7G7`pVKW9)NKNVaq^tD7M~hOPvILio-{`9o68uB*Fdggo`B8eMCE}RkBWAc%y)1GT0_n;o9SGn(b-Z&Md zj{eS3r%LCDg^%tpiND&o_A|yw^KC=V*N9S!(JRqU2Xf?#g^O_!;fx!4rQe!rzU}S^ zf@`#D^O^4`ywS+TTySTkWvlzHjM!7KNM)bGz!>xBIL`zXVyD2P z&DgB{=~!MFcj7{Ko11owY8HN3rC$bmmcBIw?_6dPxwG$3`q`xVz->5v`{0Wf3;(&t ze#)WR6fsnMgD6LB8q#$7aG$T-=3&^!;$3|0k1*|x6e>M z`H^zZ_3J0e^Qm%X6j$Ci(B!t6i_~)yJxg^SjSnFr#lGTIlXWY-r1E`jCx45Cn|LHT zB?(N%Voa-a+B)1swd|EWh~z_P({0h3>EPGboXiJ7q_VRx9om$NFWWLrMElCc5XKg$=Sx&oe*Kbc$Cd-`LyTA1&mLLv$B zesuh^w9XK$w_H?)x~TK>K@AfbIaA3g?yUFZUyWOTzLR)Rx#}U|L1eqk(5bXFG`AV+lEPusDngu>Gr*ks-A#7|&>ZI#z{+U9L^>T3g zrn;aGDih0Zq#B=Lb|DRcTy>H}lyjgHDj2)oSLI%rIm4AD#oqf-SoiEpSqepgj+gx6 zX|~ee$!)yV&scwuwGAqKPm}cH_{>*6-8?Ah#T~D>imT7kmYeSBYw<&TqskjBPlkhCiqPPADUuk(iY zC9o6(syc0Gck~KdZFkirY8qtmxjA@u^1gqat=T)Ym-R%uztCQzUu1W3adUk_qt@0S zIv-W!X)Q-SQ9lChrtf?}y{yw>uP@%4%OdUs(jN zm5$=h+*Y3zc=t1!;qbjxL|zKrO+JcuS%NejtnaUdi5O6Y(hrVb8GSSb?@Un*4>i1Q zW9~*(dX}`YtFSD*;_WHjY(b?xQZF>gJbO9`*D`kanu-_OM6hHVYW&u7z~(Q5moOv~hXk=}~AtCrdL%L4x+ zs9wPngRS)M9KSdMjFGG7*g|uBM~B{fNOd%%RP6`)CdxF*U#JmO(&Oa&u%M5ijA^m* z8x~~4UOa`2fZNwv3DSD5Jj-FHB+tKZ`8-HjxaqD?N=zIz64M@N!<;^HM$|!T(ep#T z+Lgjz54Qv88-HrCB?`vqe!u-?7E-FKoBx!zxc)nz0|P9M66vj0F`y(;FF<4CzNNTz zb1Rl7tPL09$faZL{v~`!nV(1XrnQ&OVjXjg3HHMLfL2Blj&3w1#72+Zl~!-H%RE@9 zJ7cY$iIXw#``dID)nL}D5lOx(sKV;T$Ld|iOCz6^9ZcU0Go_uyK8syM8(<%<^ry?*8N^WG&QYo_rQn z@*{j!F>-f2>ViTJue3mDug=-?=)E>NBMa>H;E@*?AK?OFo3g>`2eoWJS)rS!B2b~a z>{q8CnVKW6=22Ok-v$(zYi47*xcUXON6zSQXS^kiXr7NIG4T&d-?W1TJI@`gSUCO? z?~xN}pT2)c^CLOrZ1t(#^RSdEc@?eg5NIeXE(I&wzITwpPzJuq=K1uKjLQpwI@M>` z*#7LiM+|a(kC{|(MocV5aBo(WAGpmG99;J<4jbwGs{qRKt7D3acUM?#ZT$FC~qVe|l_^3Ze6xK=B zh!bg)|Op#07YXV?Of`|;3cY=7RD+-zOo#`0t|AS7lRvRMWEbni#GpCU1L=z!vLbd+V?|D%hf~Dxm_1rYN9DE+uX2mAwceE5g-iNmp4Z+v@LYyVYxeb#x`C zo!c0cA+oBWe4hI75@9W`?L(Z! zpL_p}+kJmp$DqfL)H+9ug%9GMbvwPf^lN$UJ8}LP6C`uXm^UNbTKCLe&^Cvb_)$!K6{pf>$ZCP4-R_uN7yCAru)@ApLFo!{GKiefr%U`brue$v#j+c(i=;o z!;4%l@={tfB#HbZcPRHmsy`EP4v+V}EL9!e)8i@ax0l^flp2+-R4*E7m!lZA&uZX# zANf7@?cLj0f9ZvN`nyTc6{U}Ivv@5B5|vyDrxx2BsYS6S(AMDL{B)EJmEp%=0mJH0e zUG^CtYqnbk275k-$TsEPHF&bz(b0MSHHQ{XB5opAou>-rR4gRCVVp#J;Ezo~f0ZklulHmI@r-=&w1xF}{gY zbe~Z7bB#ILig!sCzid5HWp6&g&q6HIX(Wu!f4>)9E*z(pXDwA~a3?~D@`bj64P(*u z2Q(s@_Q?uEf+0yrzduhmMK=K}J)dG_j$z7KK{H@i&JF zwWfs!+%NmECb!zNUVf3ST#64LfTxeMX|0R(g>>uMhP$Dqr87h5^}aI+NIjeM6;aZ7 zJmu&a!lTN?#js$+s%LIyn>)MlsqlF7p7q(g@E5!9M4OJopXsH3x^~m?3s(Grj8c~P z*~~6oYiqNbpjw1TKc<^co`ghQ!9k-8It)|n=dfi$^N9ce`A&J7GSX&AGke>esaaX+ zu`@Z!wly_7N-`C~b+OejD9!Zy+3UgXLKQb4>Cn-Y>@@8eP#@4>p-r3c-Ct_hFAM6Z zyGdV}->po>WWgFC3v}v)%fbDln>ch;&sH$ z9EpSG%?2$DwaB9T!~)#)K%Ez3*xOC*IR2{r?Lg1u?L236+GQS}!4X%>mdW=Y9KVl8 ztw{8m*18#&awNPu+U>uZyLc&7XZmHYG81ta`*s^&1GwC7E9=!?P-_ z8uur@b$&;%#Qb=6&wE`~<#G3l=dYT()ved>{j^)y?*69YQa$Fl7cm`ZS8+8i{UTJE zS}BBj)nlD6ckxqiYdj=SH;DIbn zd(IwP>-RQl`DRA>N5}%vClyGx)BCBqir%>rn&)3m>z#?vy?TG+!mBsQ=uaDO*%}t= z?h5a7FgB`@I9=%;Sj->1B5Qi8KsqFckIb|G9sPrd?kjc%_cT3=-RIuZQkIY&l8v*> zaj7`zSiSui9wMdPKVXa9YLYpt6y5orPn;UXFp!*2Uq)=K-EfXpGf)0m2FOs2>G)SP zqnF5xxc}Il)?vt_I-vwUoo?N1mdVEbPnK(4;ckjVrA!7v!)(|R=Q!>hy|5t{wvXsT zmV=iO)$1}=T^pl)&=+5nN8}rSK9A71Dj+d(>>}E zG8R)@?y{4FF7Bi+bO!63S0D7Az2Rt+z;gi&ADV6w1D-c;k-IR^a~YAYc*%Fw@Akc8LWfYS|gExRL=1X(3-oJZfeKj%kAEImCNY3|6Z8->RCgzkT-D| zp08GFilx_zxDDfQ&tkf>v+YBCEXwKfuW?jQ+Q6RY@h58|GB-L9ita_vUR)AxNr+Tr z-u>aTuX8Y)mRrjn3R&%iosm^WCpR{drsn*OAZVCVjo zs7Fz)W_FiuOO3ji9dM@H++g;J_z|E~OTiy1LxKuntUWyzrh~hFQC}!6FO^C-^;&V* zg*DO*p5DkC%mH;+vCwhB#%tjMo{q>$297j5#OO1J|HLW@E*s)jHIlqcW3t6 zFh(kIF84%re6Uo{VW^jBY?nRyN^9 zL%qH@S3ski3=2hP&dBTEU*Z$quXuDzgNF~PM(L`?ac6zIG&*yxr2M6bW#I?G#AC+h z^Jmhzq)=zlS*WBx^rfLkIRrA+(+$1bZ}bmqq#0!{nd)P=D_sIVv6vPKN<9`UoD$YF zvdN;`j7jP$Iy03^^Ej|r?R-pXigG25CPS9u_v(mi!EuK)5rQ(fe0$8bLBX`IXd9Jh z)eb4mkFMt*rYbZ{KDypDr*yz4^G??$Pwj=kXic31Z`dPV62?zLX3RR)VrkMm#1);} zx7G{XD7R=Auv!n8$iAMRy7MZ!d{X&URd)M=%q=}Z@64Kpbe^fAxbW}(1?fukhR+0) zIx@Lb1ZT|0*~-wT#<<^R-{9%a6w0M7W&QO|_h7Z`kkM@1EVmy+%1HC^<2eeahk{Stt(Z;gNJ$C z6>&?XH|j&rJ%yX~)jX_U>HVe{2DM9eJjKO2a~Y&VRNpGdHEFWbnnqk0L1t|fknjlC zEB`f8PIW}%NU5MsRr=Xc`0ZaTqmcMdth!9hU)aATbs#)0I%Je9x_wx9h}6ooV%t!y z6e$NNVC%U?1Pc*pb;R;2sdwe{=kY|awS z!OFgG?5n>A(OOEtX7*ZHRQH#5bR;=;`lZ@uk9I$BV(u8aB-D7-d>$I5{>BksgD%*f z{ZeG3*UxIGNA6>p_-@7cTaHfBgSEazq5d1M5m?vZRTZqaWmo(VPkixaX$bV@WnT#HaT(K?cg4+GskXd6A8~MGVsJn& z9Xy?;xXkFnUjnZU^~(9>LVU)sVks{_V%3G=3A>xZwlJ7HD`A#5U>- zb}wq@fbX0;>X1URiFHGG(qdrg zd6CS6o$m);+m6S(zZPBe*sCG}?rSP0d4VsP*j_HhVH>4No#}5pY{MQiTpzc;eC@zE z2%YOD)?S%mu$rLFg;AG$#prid*n%fH!^m!qhhG0mm|cD4_g9|nJq2o0b8o|ab5LBP zF6Ttv%{w#*W{~x8b1DKiR8dqY8(bWQ-c(|Bny*^>e9W=mYpveb02PR&BXZS}?Dxzr zYWm{4xr{}u7acw)`|(mJsP*NN-Qr8^anH_{GkJ#fPTg~?mw|{FLzJS8a_@^frA4M6 zO~R?p_Vmhdg(4mEKh1ohXXR)oMHco^oU#S2)!u2wiW5y9@6eq!;%Vol-hX4Hb*t2b zr?-prLM(5{)h9in;_7M1ww3^r5j0x`vfPmq^o2sj{o`UYOP$G~L zC?pt;LE|9#z)c*V@<7a#aEt^3216h*f6`9pgE&rTNHiFZhMdsAzyHaE^UVjb{)d*9 z58?-IJwQmnQD`s}h3m}+T_8iCkw`EGx1SFZB!eJ;7eK>tg0F$kz_Lg%tV;hiXn>dk zDFIwTL!mg4B2YXD3XQ=HmI7i;6oEJ?;1Vb>27y8RNn$7lq(Va^ATSsdShl1dcz?Kh zF^H7{DuIF`p#WEhVvr!PARLK?00aJ5r=S>E2P%PtpkXL9Zs=qHuvZ8Yj{0i=Q_0Dy zP+r9whbfBDZc_*ng>$U}ovo6r1W6GQ!EugNpm;I_Z~-`rlM6V` zYS0`JGQI|c#vNCK*l`9mz#`}xV38-lClJo121Hs_)Br?d;1%SqO&~TLYZEZys1X>e zfAR^{1meIwX##QLT$%t{dlN_#_v+-6Xftq?t{J#$(+pfyJNcA$^64S)scNhlluShg zt#W@0aw6h~f}yrIVPKdzaQ@cf5QvSnI2ia5zX^j{qO5GdH?3}3<3R5~HUGDfv+qEP zRH!Qu;pmm`}gfWP}u)%rE~ot6~X_DbV8E2!9Eb*|7q2#-hPkpf!_sP%S zNffHCGIc%A(Gy*pq*Fbq#K01a?zf^je~ihu@(5YT`-+X&Y~Vv$gS z$tVPZfQCk(31}E37@r0OBMIh0;a~#BP#E;jakT&J81M`X5U++tKo}APU@>=>L3~&k z8VM(03`JlFcLzjA0%6by{Bcke9EQJPK=&{L?L#pbfOc{^{|E>LYz9Vf#xN+7;EZ8# zVAjdh|IS6=8!NCL5=A%{h>-ux#s1+Dz(5S4alyeT{M~`!Pze4`phye~pN2-k;DmEw zZ~_ft;czs8gm5JEUkU#b5RM{HHIP+LRQS6V5P%K|Xb?gTBA|a9G3GZFBH&O0Lqfoj zcnbn?0fvC$Y{x(XSQHrVA{4M41ik^F5kTC)lL`vQK=H?+P$)FMbwgpmY`nQB81zrq z{cmsqI1}g>2}2<8bq<9f2?PZ4K7rbxU;u;QF-9QK$p3oFAHfBJK_KxD8_3H9E(CxF z0)K|1P?-NN2pk6#f+^&mnC`bT<;M0J_ zNkBtG@x}q?|F^4Q|M5RC;4Jv(c>;9sjR!y?gzf@H5+)EJt-N9ICrH zUVXwJFas2fFxI00v_c>Z^f!F)$7D1LKM8_ifW6?&1$ZFA1gDF_BJpzvuwyt1Pt_+2 z;+qB-h;10WaR3v*|9=&~)J%5eE{#923 z<_pGC4FG1KK;p$;5J)?CMhL+Gy$?JiJP{Cu7xhj8AwB}f0!-ip#R*Up6I4nNC}F(_ z(D3U9Ko}_gF`Y2R9|u0^1|hjm;@^LQ1q4WA1hxPJOc-AaFaY8Z((tta2m}A!-vMT5 zz_tI;D)!H^9?(5ON`(T2J`5iYLNLHV;W0)4HvIQ_{&So_4f79^KY0M_0ZCr2zyEJ~{S3^#5-RfCDCsKN$|g z#{obc_fG)%doCa}K}7`!2te=O*8>A_;Xe`cuNo2plyZ0$3@||w8YY|oUIADT$ZZ5n zQ20Uv=Zhw&Qy^D>E+qb$KmeP;TM%FZ#qTkkEQlYZAYcT53UNmZpo>`ijCpd6AWDMK zgcUjzD5(jK6#<00-!}EyMUa?zc&7FW(As>Q2g@;f+7M#%VLpHz!0D`~I1tL2Tpz&z{g2bhN0Wo3; zW99#BCA4kAY5|JI;4=owG9-T41GF;!>FNCoW#B-v$5TIm@L&YZA~>3$ zM+*g}0$q7BE&)&ma65bn0rX3dbfI84LBa-b5J9m9 zq#%MF1560q6AHjQ0w@Cz@c|fcZ~*$i+Z_}D?f5nW1^!b-Fb-&T;>E+0uHC;MEL2M=8IbiMQO<(FCg`|E8L*Bkzq|NrQ_t6zMk zw(BRauHxfsasBk__g5nSW6LjHe|(GYiEH6jDU80p{rXDe_no|Uf5xrh`u4l4-z?&A zBZSneH_Io7n{D+@Xrq=RJYKDn%d^9cT$NTjET{79D}3gK)w;d+8lMThx#h04AdR2k zpLPo>{Py-=u0FZF`t%A0+cxLZyk0)pU4~WHFkQC^L6;H43JbyY$+VI`Kj?K+LO2`% zTA8lZwr+mIwzrSrf8D1Cxd!2IvapiPX}P>S+_=>^>(%n(;YJy|icKv)hd;Gnaa}Ls ztHy`&Ds0okGA8VaS*5Ysz)H)rXSKyc@=U?dTQIO=cGZ59%L5q0%hf2ce1DK(l}fqg zd2P`~yQ}?uhtmqHm68nn3LaXuhHeh+=WlRiAH2u2QZ}qXf12gXCC)-Pz5Gwy6ANux zYdCV)2Wj=PVjH(=nE0>pp*2=%SeMf9yB5n2v2~D&%=ZTWQbt(6d>my9y3}+tp4LWB z>)^N>M#7GVvKvOiZoot6ONQk!v#GDrDR~&Et@lmsk{j^#0mVdWy=q;>qBTC&g||ce zDv8Aw^zu1*e>gXJUH7y!ahCl23RM9lO&Id#mxuCa(~tWV++GW@24m!);5NYgY|@K= zK7fXL2hs)VsMQ8iqhS{}P!1zRSdL#E)T+D-Ffk4D(h7GmKZ3*5TCJOv%ilvk(yGnk zL$PY9RakxpYYD3`u$J29__{U9ze^pKVHl&AM+c==f3sNyvWe4yGxxZ9A?ylE0*TSl zLZrj_-)MD|GX~#5lSqGkSbtr)Xd1x!5@M_~hffd=(q&0pOcISMw zj%NrzD!U0|hjY5C-Q#vh*pAJUF^@Q?@~de}C4K!vRwVc0jq!EWd;mtlm5DsO`v( zQP#D$0qroJlrpny#gU$%F$1d#iq^}Pf+Mof!9U)^deR1~oAj)+0^q_OHE-w((1qVfFqG-kJ_3~$ ze?oYj-w*VCbREI#V%z_u?&TdWUTm9Gso7vf!|F?$zlBLUm?jA02Aiigw*u6Gb;4O} zU<||Z<+ErtjC9fhxGNf1`14z>G-2?G0cC&}mDyN3324VYoqIL0|!7 zc^Soebrw7b*RvF>6CsqBiL%`_&G;Iv6vzsg=#Q$tazjf8`&@cUiya39)ElCc0clbp z*fj3sgD>>QDAfj(erKWa)yqy)#J9`bImCkCO2Q<-H)Q{6 zjizqq1@Tkl@uSi~^D@L?{d?U~e`r6TOMLZZb91Cmf_t7f--H-slQ9ySkSg}|<2;k> zW;a7oEA?y?YDK&UaJ!+N^rGAhdd?dSdI3-hv&PT6}Anb6GSMRanKmpT$y z{UB0l*62Uq*;$*RZ+e*p@~Xu|@!JBR$vx z8$~xGs4m=AAevJ696QShCaSm%TL!R0&L$;==&xJEjVGby>cIBjsJih+FXWxCYJhS& zQEMEx5SH|P0j)8BP!hIYlygD-9L-e?%nb}|cT~+MEViR+*{-8xe{_a3P2Xx+7q&U- zOfVo+0C_w-{(m1e=b@9q5VC~LIr0?NfnuKDy)JAfZ;>FXoES)0A2+9MdarRajO0+i zveF0SY96*mP5n>g>7&|J>NG&0I#_(v3$SKHZA#Rv^c*z@WiN`F!KiNFOb4?ikZjXj z)QqZ9qGn~7sJTCRe-h(INp#x=(cr^o;s01sbBadY>{jqS0*8>pg;+y?2Ik!mK~h~} zr+UOagjRr9+5jxviqVsHO0m*3X=mo&l-ZCZ9{9Iplq9r5fl(IO{%wRD#lqq_cEGA` z?n~;(OS2t6PkY4;HN|Xink-|Kmn;$dT!hp}y&?WqEfL%EII-3DdT6@;bOyaL!~kjAfb((*W|TUBa|d66LK3 z@?8;Mv7F*>e*(b-0N}IC>d1UQZ)4%qH}3jVQ3z)x3(hruW!R*s%M@}Uu{iXtSQ{0;<2_~$V)9k%Rk_4SSQV6{CcDatJ z_axhCzC^Zh7t>lz2 z6S;vDg7yD~k>=yiItnb3UBa=ZKFPa6O1FnIe_-NPBej#%nohI{!oDs9&0xW$d`a{% zM5vF?Mm@lA6?IF5_$Cqc@dP*Kq+8hA-m`epk#vExrU+?g&ok_^X~v*B!qM|PK4X;g zWhO?P?c(RbsZI)AU~6;4Bh7V2-wHh4gJFngU_Srah|(OX+QxnkCi`(iEQH6K`BM?W ze|^F+7;RRju{CPe|A#0TS~4C%bU{MFzJWxPvpYp)CSfLZ9up`}b0cQE=Rt7)zyf|! zCA-uyY`oE~&l2rZ)#F!Jw|_NKKDqA?LHVc*Caruo*o59pMz`4UKUscvOC1tG_B(vw zPN_rbm8bjLIg`VEegKOh{T7xtEi7n*e-e*Jy+=eNAh}#vDfRL(jHDq#pxHY%Dr6Nf zIV|)P)9&EpYpz~*SR&(mLO#Aqd?J!t1k(`c{-P;h&T1$}wf=NWQ$Z*?FR)%p!K%3YlEq|zbj>^3pnS>bId^T~RcCxkK!-@Le+K-eYi%*Lk09HuT|HbTaVg4E7FB;I0WA8zie|BmW9IVJV@kRrNm78FMum>2EMO0LAziIACLKV&vz-=@D5W&QZngUfH7bO6;gUNf@GEi+flrP~ zy)3NT4p~BA0_lj1e}2lFE-hW>%$K8H(Bi1HJ4WHdI|CSrU>t zPvkC2d-I1x?rUrA>I(H{bJ~4S#l12wLfhkQo0z8BO+%=$c!W?Gr8;o9nF4WWFm|Gt zah*GNTx$2oCT}oo(2U9Iy>%g$?d0QQrr-~zv;#*(2#wb{qXfP9mQp2cBHOJruK>ri z6=v3iCh4e=f5&@@WC(NG8YMm2v`Oj#7CGU`R%t%1K8h5Pa*`+F%`%bcyXjqA0}%$k z2Mnpf8Is_q@ooidOTpJDQaK-TIW}d&(tGvss5NX~-*QSqGocY zt|V->w^MY2grdl)(P*1Bxz_l*(R8(18;+)*>RQXSM>txEW9fKpn7552SmsLrxB|5O zbaDk$e{q3o`8B+0tuSVXG^g3wD*60P8by#s%~r7y2}mos%pgl{g{{n0EhhTx0MQ7z zghESq5k|n+qTOh%%t(g_c~o&vGJBvHxsUOfK4kD8HM<= zrJFJ-;f3N)1?OQxN;2^Ejar5H5R+|ABf*2A zB6P*ltRfSOgwWl|K^JC~Ee>t**Hrl2${awMPub-9peQd{7+th7$OGcVd#}41hgoB= z9Trao_=ll|q?|%l@8U0Kclh*DP zd2|GY#>;d=kp_W_JQ}3Qhnl2LC=~DET^u-Hib6{PFMpl-1>0|yNU5faJn5cYKA)xxe+hEP{(~KCV0nC#+=3YH4wcFtPR3v6k}I+MDVKC~ zhNO==M^>lA<>zPs$yOLO%RE=t4wZYQcFt0Pn|T}|cI0)R#~EsKk%&I1kMiP88KZO#Y?y_)J0b)yjyu7(?(`5O7M3!OXCMP zwMY+9vx;{!oCDn)bATXwF)Z6-zSH#x!xZRE(bU@(=-r1jBa%oQpuw-C6j42vyDo+a z{BR3MurihIH?_<$1|EYAfA%75d{If^$n~YU_f@y?!)+~J;pj!6Rxxqn&_&1CMxvUp zmMA=S7i@IDUr6lDm+1C9>f=l?gQH?^!$f=M1h(6`V?$$%AJ`IuoqC73)JRvJ|MK^z| zqmReS_B63?pAni_V~92?l}rX=%r^`pcIW( zPq4FvMw|ss4i0PJ&v`B%E>*WPcUB|+^{#dAk&qjc1d;orfxx~4Q{Km`J%XW#X5Qg7ncfBP@WR7S5Q|67mTy%4UjVD}ce3OYvfd*C*1jVfO}acZ(Ay>lVD zaeP{DYzO|zc1deDp!J+}G-ndClzk(aIPK@Fk$nhW?`-#%`gp%VbaHy3YGwSwN7(zM zOS(oB`N0cBq!;Gn`5WJzfJfUP*vk&YkG$x_w{B#=k1@`?fA_9Gt+pe`g#89#oyuB* z0Do`HK2>LwPZ1y)=g*XPl>^zo&4Rbo)y_vodZ{de+zO3Pl@AO%Y!5|r?E(}HsrJLC z;iDTDit@w-pQBtyTDVZI`fL(lV0ufKZhd9tAhtMj(`LS%_ZAmz%J)4ATzb$b*|wEw z9e`?wP#_)ae@w38ryTp+Nqh|-QJIOS$VEn}Gr#xE4wOmoU7{~7qZ9y12JglA%}%7z z0HXa{)gUfcTwOq(X}rmp>SYWmG9Z#bLJ3m+!XdUZ7tzb5sCY~5-qN$F_?s=L8Hy3c zWQZyC1j-Ph^^y>crs9_Gf zWo~41baG{3Z3<;>WN%_>3N|tzFd%PYY6>+rF)@=O9z%c0k6g!j&$$yIryP9i++N4* zr`i`84j@{z!X!2^aS;(-@~`Lj)$;1A*VR2e4iyIk#K-DdzJ06u z^wU<%ax3Uh`TP4#d*T_Tqol=JBLCpR9{vscV-(TcI4KU;70^f8S&WBXsV3v<*Kq%S8DW!((c1V6pS z?2W(!?PQ#V_ip-b87!pf2)eJd+0%UbNF=%oIXgs&pf*Gz1Z313r>3X)1lS5l zHJr=u4ye3dFuhs$@od@XfJ|u{(9;13J3XgCr9;OMcKExUn@td^TU~d&Tvoha&ST7M z8=e3{3OilwLY$3fKNgxe!#2s-h3HP5ixq!u?daIHg6{`VKw=@MUuOX{B2NE?&sjv! zrV5U9VfqSZN8y!a=VT&D&%g57TE|7^rJ4RbEx-Sql*j>x%N+@cl4|y@%0$Cvrq!Md z!YSFei|8w54rHI8$S9Zqo(^Q+RoTah2cnO$Kkq8w%>bQcl?~2xYGsuj37@KFS(1OK zNx~FDCnaE&$yECp2mf&gl$C($0BNF-jAU5VER4d}M>5L6YiHZfS>?3bN=Y_19j;VS z&VS!r{L^Dl609`>hJYr67&->C-NWws=z`BY`0r$NwYO;!e$+O42Nrd+-UGns0e5CJ zxaa`uvo?A~f)4K#gahUG7Is`kNa=rDFbRw^FsI;FAPsy&*cfFrsjZ%Ma3Oh-I@s1+ zwcpty2Fp$Qgcye;-8vmnz)GWe1D`C7mTq=ZPk+LgRmQ8jDV!uZBqBqw9+rrfJMijy zS^f(Ai%yxmk-|oP`mn=!CgK#f_`0njdk!b3AYvbYk%q;BIu-KSATdEpQayiLP)ZQf zDuq?b7T|4g(-lMX>av|iM27?gxY_%dVWa|C8q#bgL-p!!=^GMglS9|SL!wln8lm0J z{kt@#gms0~^z&8w{Y_G8?F00uDs}s{Eg|(baKgg#k*oxa~`$bEmLc%vSWMat+!&_IYJ?+~duD)=@0E@RAlCC*wQbmc6x zW5rnmBNcpMtW`cS)&xCMl(kH}T4uTmAZ=9uG!??c*G1~tF^ixxIG83}v8hRvqG$N^ zj7pKXu-f`N>Fw($*mp=**zdZ#!#vw7NCki`{Eo0zv1%a^bOO4B#p+Agw!zR0PhS0 zcrVE2P5-$pe=^iQCZ|=RXoqVe7>vACu=aKEec2YaV5FVB*6a(QB+4cO`^AoQPAw7_ zpnor#P^~3SXPaf=1B`z?YDJUrv*56W9tXwcnu+GSwUPJiyk_AG_g%;R&Vmv&T2h!o z)DiIZlsh1*aJ|)LBEulRx*4%!B)d0jO(gmFuf=IKfgLT*?m^^;mG}SxU0;pt@Yp&Q zXD&Nu4qM`*ug?5SIu>3*5q+S8*w?~7Lst>O<}eRzQHa+B9i@K|@Vz5b>!7!WkAh~% zK7|xnZpnCi&|l?YfrtqJ(QL1Pg>1taNJtn1GQiPS)%b?66c9H@ZUtFn@PXhVX9KuZ zUhgAckKD|Y*)3cA4C+K7Oo?us@8-hbBZ8@ORdVByqOxyCJbaou@e!fm5cWo=*MV3h*+C^$NeazuXdsEMX!=nz-oK$U+jNKUaU4la9p7$Xa8AHaSDo0 zOhNfqreL@m1$7ee|5p_J)G{bPF$MjKg2>YR$^>1m^tm@%h@7|ydX@5iA(L}RrVHsC zT!uypr;HsLF{CBZiK9krZLH&B*e5q4n5Y~5cJb{)7okYu{&9%S#OkZd0DQryI@9aWFp z-Wa&}z~ejOA#<>Wdtz~PYs?gLp9M3B=YmP!AT$F&>2buNe$o6 zf4id2N(O8f)vW#ODl|9}{PX|-=2X2YbAP=)Kc0a0A9B9$&9F}E%FeW5HC=sKx7)i$ zKg;YaNI{H|>y1t^8PJC~q_Rln?EeHwbtfdV$}8bUNSb8o)Da7He=>;ukrY5!>23`K z&%iLnvFEeVM;fZLs}(>FbNV3IW2uBbLCOx{T6Sc!JBxUrXWSw_KJAq|mv&dL{M~LG zEq4NY+NJK1kFCr|F=JLzH6&Xpz1S|Bl5UCxVvM$$F&DVSd)>_38!G8x&~!$g89%mc zF?mO(=DlR~5*}tUe=-0lZG}zuhOP~fa$7Aai=#UNDg}MtHezO&Z-kjv>N*iWzFfYT zz5o5rS)zktM`y^ib)A>yzo#-Pyu`o-;A`yxlE2TO1w9lSH~^I$fXU822bWa9qv}x& zX!>;bcUZ#`JPyx~h2le=L^h)=)e^LBTe?^!@t~;$wB~>lARPCg{ zZ&zGjtlGX?@{bfYdMorWdV=HA%qHK#r%s<|EZ3RB`PT1_PVBE_{d^{%iF)WtKtLX( z-902|QS^bg49u{8YF{!63H;bwjza=HR3dmwbvAy#U^MV)B7wE@fSo1%BL9&JeYE6R z^Ax=y*M@4Ie=*+$X8%#roBUj24YW30EVWj}9u~TlWs}!uq@en;`G6lr?jT+7db-Bc z>ErKafJ_g%%@b4x47R%7ya8zIoYH(SWlPO(G>^$V5IZh8 zYAXcX-=RxgfJ`2Bm}g#c2iTPc`#SI5o0g9dK$#r(f8mX4rPt6K97IhLVG|pBLx*`~ zl!UhxblIXzzWR6GDb;GibT=A+3_SIbGOs#a=8dM6dB3H{M2;4X)38R@arnWUI9o-8 z3!1Lsrw@b{q6IBGY7eb4j_gdzgvjdXwf50<#9Ts^~)IGHNq6@%Y5^M-*YjVDJ zgX@s?FASOtqPJt84xiHS0P8eR$U?YdHm7c4>eU8!&PCXoczztI45Q~zEQgs08@xvr zRi(Fj%-%5V8$oi_n0nL(838L1{PYKU=Yu?Te0=jQb&2n6$2DDrr}t^}i7-QZZF&=C ze+1l!F88Vu-t>qW8Ebq}1PW4)nKMEZ0mLt82u9)dUfKwc$ZMqS;&_zR#apwwb)eLQ z?J$#Hc|!Pos@c*gD|D{-ZRtK(c3JmmuW|L0vFv%9`??c^%KctuG>(N@4%tW20r62X zoGTv8+h_4G21ZKwvA-fcu=LWm^TkYje~&3oAtu}Obv_D&>+vgJO*d0?YC{r^gJ(s3 za7xLpK73tNfqOBeZllA!g543^81Qd1@Y04``S3@2Hh}Of9(wo`RI%HfCkOCBn$_5j z{5+sp)3v6O!?0qQzdB&Pq@*|LLIY7-O?C%28e!$SSpjXyZ%DX1n$oX5O-YZ)e{Mcl z(t$(6N3z3{fI$iEsAG+yl_GA*r8K+wddv?v4DLz>RYjOhXemX$)(CN}VNR##Rkyjf z%N09GMCVG*FLp}P!$f_{c_sRmaxAE?Xg{g~j8*qGXL{^+GE%hX(TKik$DubZ0c^6a z-V|@@%n<;3(@1OFkwATH8X4aXe@e2WSa~lgSXOtr%In;ml3kSdAQdiyH{-fxxhg)> z!?|@#MWGI~njRTFT?)cXgP0pUs4TAv#zW#$RBaC;m{xaqo6E=8cfgXO!rIY8=W{YQ zdQTRNK9_q3j;#yzS0yM%56TzCr#u~wM8r{)Yw2CK59f#8VOXpD{OIRlf7pEz9xd~& z^_hY9K`JmeA$drzzm2lF8lqEtu#34PdUG%=0r)-L}Tl-8B0ih3V zpq74t!`n|6k7C24Zzxiqg>^@)WiLg0W#XJ_k&7*$($8#zcP$tM30P5%jou-VX)1MS z`c_rF^mLsf4qw9o8f_b}e*)dd%(|c)w*+hzgOH)XK2KEFQcbS&Tda_l`ZIpo$Y8=2 zdTfzcZC~YoN(W)oYJ0sgQaI{3IUK1=t~W0>-)?Uj;dPnpHYQM0~};NL^LW4Nz3!<@N(0fA}#yYu6wPS@-(! z=&KE4I1ol|Wh5=5BQ^Abpi;_{qGG#m4#of&U7g`eNxA??lN16@1%L9P^s3PAFbm+| z7Ll);L)yKLI6-e2(n3OAljkxX**_Iayaq$?NdC%yl0^V!2cY~Q_k|HJ09Z?|&u*}u?# z?*Hj``0L@9+rQa7c)0yKtIn{Y$q#!eHML7Qk`WI|``p&lf4@>I3ONG&&Zp^AUWv;l+SPTIg>9El(Io4ip6kuWZE%3U$7;A#7@`yn%p2YQ#h7=2Zs#GjqX+v7*g*NK#KuH zgGEZKa?c0_NKacw#8cMjcg?!~y1un#bZNy?{JqWRe>94{P1lN1T8s2yCzMMK*L}A{ z`uX+pcB1QQ<8%MF%}}X@1HtI0YKAIZB#V(ex2=738(xhgys0uPs3ALgwb=Mf}J4|ycBkx0E6JNKUChD|SRM9lcv**%kcWyiF5M@v4 z2U6MMe+g=bsnH$VU|wN3)b#Bx*XC{e^=j0RH0(sJyA`h5d-Rr`M+j-%>b{)mUTr;8rt5to>+h+{TMoNJ->ikUNq1`$ zE4r=oo%5l>*WTNzkzG$*CB+%yRomxE%bGB(e>-&4x%Z?UdAhqQkvXOY)iIe%KPi5s zmp8@?$xL9B_Cu{Xy((*CWU5gqkH~QPD!E{Ieok;Y5dMem9!^6g4j)NWP5V{X28>(} z5CsMqYkgbyU7GxQE8QF&G`~Jr+M};qUtn%<)18{Ej324Q($_~tBP)?`xi&e6YPA9Nvu8n7G0=ZT1h&+ZglRb(kAPMpPTqS9f%(@^GyDjbW<(Mh?F-s zJDdB&sRfuZr;{Lh%K|SmAU*FqKX7ns$Af+7(OzIi=79C94o0Tr45RCJ%|i}daPC-? z@E(DJ!SbNKL_^$oC8PiK=6?XwwCHwalbtXc12-@>le#cQf0G==6~@;NB7F9(j@33@ zETGeVoeT>RJlUS?J1%cZ(&G=m5tq*8Wf*2{d`_m<+t zz$QL0{BQpI>xA`UZV^f-mtR#-jCJp8Y-KLf2^P+Fay91wf<2q?U_KZuDL zp$$+7#2RNE(gTki=oWFk@x@s^Ok;f6;sKn3Img`ie|uPF*<_>}AMVwpjAVY^z*ZY1 z0>oZUS|~fe$(FYYw@2P|7tdw9Q@nR9E+)&pUnYN3oIy@zfW^u&W?h`{Kb+uz5e_Gy z6wqJa09{No;MYsISY`OyWoTTMNIXL>zy%1oLZVq_K1#1&ZXTZA&+NF&kC`20Y9vc) zU_Ho;f0P#gHU5CBlys6;tE8561cgY+Nh*axswQid=4AJLdmvaaRZPHCkx8EN?>vuw zfbR+Kr^kDcA1{mZEfjp)yNa1u$?f=?#EaMPV?w~qI=b(01;e-vr!JsjHNt=RG7_~<}MPrOk8PXv>V zlFf7V07k|#&T+1pIQLo(YVzU5vtp@qeq%|x^zV9F&Zs|L$uq#VDVtt==g5&H{J25Nv`g`;~9B2OO4gqNs2@LDd%|K!o< zg{Cd)b%sg@I>*hT%Zl0YE08E@&|P#5|Ey|EC9B|^rbdTQU)dE6uZ3+d8`shpfbQ=L z*?m)%Dd?F1;iJPq6M$mTw*rn+cEggWe+zuE8o^*`$xTmC!M4D)xFOAccc$Zratc;> z%F0|+a%*kWWMU|1a}95={e~2i2YY@BCGfNu-<}P$8p|e=@_5 z&(c%SSIwBWJwAC~fRvMPfntkF%_OJ^&~SGTyjM)qpEF$*{ZXN#U2>jx?$693V+*p4 zEGT(^yp*7YJ*sUf@WkX0q)`bOa;qm}rEzIYQYitYgaOInrf*!rq9{eZup60zDCP)L z0MHP?xs@p%WJghl40FA5qAN-)e>=6SBTposB2RQ?+KMh4@a+f1KnK9UaIk)eV#0f8 zgKmW{4LW!XJc(Sc9gPs7fiNR;7+f9bpyUu)5yj7_bT+O?#_Puiv?$D zdvLZu2`!7;kDgzQpX^2Ov@){3K@Qnq_2v0d^wk`Q`Y9PL>UO(I*iyp9Ct^j}Y(-(G zqw*eA_=pjGT*`eNa-oS?GodBsGeJcpaqds|2MZx8lc6;efAN+CK0~fEu(n<2?ZNJ% zbxqT=zbX0E3B=w~+YxYqNw+l4B)if`84ZJku^#Vxc;_IDTSB&s*B-$uy;aP^L0$m@ z*A@=~Z-^hoR=H_)jf*1fF zq_Mr1fTz(UOneXc$H7dS-o_kZd4?7LMNt%dW#bB0JVooHgSU;;YujRG=L%C;(3M<4`*+b+?I{eQGNs@9&KROohFWE!Sq>-p9OS?Nc@XNnj$sb~ z;MqlMj`@PeFhc@*9<#4bLzht$C0FA=_6~rGe~Ahz5DsgE4AhZZ15rvFu+5W0WWjl0)EFf9DUCFhxp{F?DR4L-?ayvfJOE_9h-w3v6&Gs2%wL~u&l^!+?WcKR-_ zpGg6Y>1@gne}mXsB_MWuIp4Q6^n7GnG*rMWV_bom9!G`rVD=z{022x45)?{3!?dPz ze=^;_R^+l?=P|OTe}q0=Pw+V4_r*+>;ffqKWM3c_gTvkpsY%SaJcxJgK+Z1Hnzhw< zX1J91LIej8NP=YdBEEywF*AD*ilhSHebA?GydqboJy{4_vK8gX39I@>R0ZUaP20Z% z6TlPrZjmG#wI&5wq6}34sEjU;c=y)gf7g|b8e>!${@UQXO~$@_No(xI@t2q~0Zd-> z(dwgtN08&q9!ScXsJ{gnqM60w`W={V3?x_KRh19|;U^-~b?jw^Ud{fd>$jMs z0H+aJhjckv|5MIB^{WK^)OuSAvaW0B0Ii~>TckFkTh03QJ^%rN+0BN|0`^E#KZ>>v zNM0HfbXD~ak+e@X8#BpDnm!#qe}KcolFv_u&v-4>qRp}?>3R~40yxlM3(;)gWqM`$ zMOqc1o1Cruf?Y8sC6;nf?GSiC$@!jY(rT=018HeG0hnc;5OWnE)mPDNlrD7bYjKUR zm|iI2n!d)a)d~zItN6x1rIbAhURsqt)>yydW34y75k0X|=qW^RTgI{UfBzzcCJSx1 z5wUnU+zN4W7RNQ>Ht0oGxkfKA^LA~$5W=a=dZ8s)zLRczTCYStPEvHhOIt;pcyKR8y;hoQi*Dv2Zf8Krg)xdWjeujVC z`r;4p*PTy?_jb4M3}3D{WfqsTG-bkj;Bp3~?S%P)i+Ew^oiK{8qngs90hSCnxwL3G zh0>U`kmEeaxv8Xw+&utZMCx-LvMDzd!HJxAOpQw@60v%Sgqj50abA+t!k`@4Ft-?nUwz-Ds? zmoKej+x>1?^a+>W2te-WEo%cjn9=Lm2mvswUr#LZIHQS$rcxUj(ZvGyRuUmPUEtdZ zJziWm089k^4u)2MbjCHGVMdgJmUQ$1GXaZ2{4#+$wixQnxoq;rU**Tz5LOu~Rb;5v zOLcQ6AL&j%f8e9U=zk?RT{i)wonjTY9q&v+D4`SxDK*1H{4ILIZsO2HVn7Tc@YG654hegJh#ks zvvJ==_DZYPE1i;sO6}GC4<_bv4(_NS;y(1V{VaCKf7JPu8LO<-=t(EvTLP6eJEIhY z*F_jh%mgX0m$mdGzF3mfVe5*~w$zR9CqmWUg+R=BB`0wTHPSh0P!s$e2KnP zWXjcve<8`D^&Dz1Srop|kbM2ilOydOOI!90g?+Vn>$2e^hcer{H)R1kt}8z!flUw8 zDJ~0hLmb|a4h;D&7f5z4t(?X6=DCAAM>v|@7cKn+}FU8uG z=v}ESW9{~gu{u@`JdrW3LGq716kJa_j{ufChhJqcU3+g`y~?#&B2zK9y5sQE1a~70 z_6&*PB8_lu*aR-|d?&oc3QA{WS#`eqcK6kAx#PnVaHUdD5^hC!HEA^nrciZYHIDn? zf92yH`fUz?$_+ojlBXe;Bmpm?1705P{s|~Sln*;#I*ECt%^OTiEd%Fiz+ks(7+BV{ zBWcmSoe&0y_XTPH*1ptMc zyvR4Q4CEV0`=s+XBYDxi`erXWM{AGYf8Ku0pL;bu7e`Lovb7mVYw}$Pf&XiPARQ1% zPC}=V^E{F_YNVmwr;v|Kb<43*Gs)2eoaSk`4MYx}ZO*4(srlHIgZGeY&fo^{dLsXa+c zW&1WlcQSy9?qtf^leARU`vk-7oteDav^R0%^Qv})?!8^-xd)5E-igvnf3ByF+6TpX zh}t3?b{HqM=bCD3)~DGRcpeMdQp|~hpUWCZU?RVcIY3Gy{Q}W=_tOL}O)P=P*y$X| z`vma5fY4~ZpU^1&ko3WylcxALX-3tjE-{!3joVBA`A0YkJ40-A3j;9#+Voq3xhLKL zc>liJ;g6VKA!QOSMPe_iNi6!?N&7r)wWrU|>u&h+BZKlYKR17GdH^NL-)*S0MKZ8o z?*0$W6|aM3Ze(+Ga%Ev{3T19&Z(?c+F)%S8Fd%PYY6>(lHaU}`K}df$cHZYffB^Xg z9Uu?giMq`D#l}9^YdNc|9jsS_7>FGpvaQQlBWW#5*+37Qzn<@q#o}QVtGY)TDGnA` z_f)ZXIXsu|TuA-A6NB6d`rr89AD&%&^d~KLkAJyHk9TtS^y23WIsPHWM!U~0sh!+O zGic+~?()%v9NT-f^VWY4ad-Lb;@iDC$iaFe&3-tj!Ahwko*kuBesE_0Z-?NApoQK) z#B1+l4EvXOJqRm;-9I`A{8HXp_Wmk$B%x1$2fUf{%9pH|W-R<0AT^Ushpwff;`X72W>T;b^dm7!7~= z;&22xg%rWj473lJnWk0KVUrd zgM%KTw?gf&>&OqOFM$Dc zJZ7u=?l7$*(>;HxhVC*9Du7ome*}Zv#i&*p%pViL4oK{PN^}c)FxUdt;F<=B+Jh<& zsjUkx?4O}2`!nsiaLUs5=phJUWS)hKd=@SaQpQ-OaY>7JAfp}|d)`=L<*YHbQX4<` zpzs}9dE@&lb%QD2{DtOauqav9sig-|tr(p3YX4(iv6g?DzyF1Pni!%cK9EBIFNSep z3fr8&*LcQW{~29HbY%?hY9y%@a{pfwwb=Vg!k6^D90{*H_--V81btY$BmL4+3QLPW zYAhG)K0+s0B34>9-yLvFcYCJyLG^Y@TdXjKcBiBdWn1kI+Qthh)3y%52&H#KjND!x z%pfpJ-|K%HY>Fv_-PHOMOvQtwpxwu-KOKHzpIF=NNok#Vtxn3clWN%}4z5n<@kAR& zrbIg*u_OE;lb>H#sXu#U!>W_&ToE4aX2KJlP^Iy26QhC+ z$F+OgG}h23(eFm~xu4XEG}`s(8mVLHcE?O#)uof=L=%71xXv6jiB{=trjjJa(eBW5 zVy-TY+G#D>c0RL~MWn#y#js$LD$Q!|w6`Yv7%kuLAL%{j?G#MQq)E_$ zrOr&4>0W9pgQxvrY~nSEliZ;tt=x}u`=6;pY9#VrfghSiOn*J8KiLc?HtmsIg*@`P zIs&va=j(rno_?@ZDJ*_MCj+strl-`y`I^Cu>PlCBKa0E%PLY?ZcxDxTnE2{RwJOXi zwFZW96Ppt3P8@_umciudyvaR8FyY9K=oYrZ1W+5`1)O9ZkQkeGSLIdv#~v2)W0_^@9ASHiDm$yvcGEvQ|1N>_2F!s;^q*=aa zElM&l>A|}Wyr2dRyf7r5%Jj#7p5F(l-WTAKPGPJw@s?>!z9KagNaLNrTe0G;2VE{_ zD^5&o1^E#-f>wo$E$5egcvD5AYhteoN9fb|iU>UjA*1P&dyc=z?kFy0qsYW<-I>}q z+oFF!f%m33Pk|*#Y$CWyRNE>s+UWiJ15BE{9$R+PtGJ>>hzS(2hUE>uKbSy@&iA+Q zQJuj_vs)RqyNeKzxGG*VM5Y^SIY(p*_D~yG@22qEx9Tzjtf}?4AU$-C?>YkbY0jR; zj8RYVP&kNko%|gX`eLPzM2bjsaXRrG#<0M>sTo($3`O>LO!~)OBtnMF@pZ!K!$&r zRfcpJx!!awbT@*~Do+h3S9tmg(*ha8D);1RITjJ=!mm0Io8Hr@E%ngE>vpyjT1%vqM0YajE;#FcC6%DC@!YJQQ zqYk+z@)30Y9Ezk%2!@loGWwX2EE9jio0Y&=g>0={-o3o|`r_vcugHMw9RW%>)VpWX z6AP~cUhMArLI&dB*m+XEy1saF@y+h}h1@;9(9sVn;(HZ9HM@hNwV3M;j3z+y-OGm; z6g!AYD!=;+KKY4)>4OFmBR``2_|rdQCKQGA7+2E1V{S5Na9w?JJw0(0+EsrMPs&%z zC-tlQS?ol|!%TC`>3WXHB`+qP}ncJgJ%wr$(CZQJ&aQKz-4db;;Fte3gQ=zUI! zBt}Ei;S`n`$3Q^fIZqW6S`y@^y}|}4j@}{``cw$L43bUEh)?*<&d|cZd-LFJ9g7V& z4PHNIFl=VyxS{vkS3a%gHljIhmzhm`zp5eYsMm?q2@6_}4OboSg;Q=bCIZjTZFX3O zr}LOCt2-lviwY_M^it5(W4^Q2yZL*uzbjxDfjgF+G!;Kbdw1L+??t{Zz zA5B#b+={{9sabD{+5M*#V-_q;M#M6?MF0?u&8miDf?K8lE2e(P16$M<+Mq}~FsAo3 zvK4KdsRS^mhH>BHa`0Om4GLo)CouCn5oKg-+NVLIOyj(uv3h-lVzKnipP*Ep&dBW@ zpM(p)T3H^DS+oVpoULC2lhO%&6r)v!*$#@5P=fGp(z; zU?J(!{5$!xL~-=rL&ro?&5_G7{^OJS=iF?j@C5L;FNHB({urVJjgfPzAG=e-Y7V>{ zcx@|0ut%Y^+^1Lpg_g2!>^tx0hEtSmfl<#0G#q%zoYF+=t}26EhbZx*%m)qh@H4Cm zIB!?qpG>0GR~KSo1<}ZL6{61W-a_IeF=Ey(=-0-1;^Z$MRO{8^KOknhI>SO29gw8A zI|2N;vSeEIW#>p>qbn~w6dA|ft|f|`AL^9`Zz2YRhF_M2lE>afh10{ViV@<^FUEp< z;oy@Bf*njDLpd{yZ7jwL50Gm>1*bKbR!?3;7h-W#sM}QqHlu^ejuS3d8JT`2kJ{y> z_Esf^%?I_>Q+U4=4O0OAOi?jr?c1GroB}{qigo@p{5*JDKXmi^%1$vR50R&7Dpkb( zOD0=}=97sGg-i+*RwM~9AAkt6H(0~poRvoC!!@+wOXi@f=9O(x5Z5A^uq(~u9@&@f zYpK!~T2|67he~>GmP%0){rg+gNohdffnw*L4x(l-?+8(y}=&uH-S`ztlt zDem=~^g%8a_03x<>GW0M1+A>DXp28I@z7zYIC#Dn9*Du*I{y#(-eiEMpOda~LIod;-(hGV!+`l5^T%Ww^W=Kura_R`<6E9EdOoB*M8m5ZdC}!fRXlqT3 zK6P-m8sr+G5wmmwS%vs?M*~&iPOzjX)*?-F@f(VIPrRsF>ExpgYQ&;ATmZy*<2F?m zdq3EYXF=|bdce^mEamTr7R^y56cLNy4;9z3U0mVb(^Q&Q)K64;WhHG9uh?m|DQ+j( zk)jD@xM96algEuNY&27Bb`ViY%yCR8fThl0pAFe+>96Zm9PG04g_7`gyN&?Z7v{#O5u#l zk8pRFVWb4Y>g)DY_T?@6=i#wBg*N+IOg1;L>=iXhGGk$sgSAJTQxp-D7uU&{OqWTR zh=W4-)Z(vYFsx-gQim==3r1*!cwOq2t5lOI+uw%;m1-ZCD|e#9N8eH(CDE< zZ<6TE#}o#XQvr6OPJmq|72>Adt||12@z@o@jBLDsAuuvbA4S1Yp+5sGFLusFEPkP& zKk<@LdTlkU^O~m1?sKBCH@gdx)Ev+CSeb_)yN-KBzZ(1wiR#A=Ngjw@Y z&+~Q%Pq^4E&rrjB-MCqe^!G#q^BQW6U9v@)6DK(y~91fHS`?X)^V2P z?=^8GH%{ASnQyP@PJ1p}rBD`zh@tMwD%8-aM)A8hICz@g+O7(D7PqRzJeUBX8wN{$A%& z;1scGw5w7HhXBsaFG`p0-Q2JOy;WkFqpk0xFqD%E0Mk#B>ht-#@Xw5FK{`-{lLN#J$UOu&vuYaLCMLIsu?5bp z^8D5?5#H~U2HFj9fqV-c{{jGhd^6n?_NgmAxrwa)`hWuK$xtC^N5gY#qvI|g#!;Pf zTQOM+nt8r`;d75Z=po_-rPe@gu#1lmdF~X@d~^)TD9;XmF-IEi$f5xehHsW?m4(U3 z@wBxXSxUpV*6w61DhLi{*8*p9h}2d%m$k#!mxkQOt^zdgH~Vjrh!FYtcQ zqWLZ`Hh|@w+Y~w4Vw_INOH1L(I8s)&^9h1Zq~gx3Xf#)`O^fidu{rSSQPaI-0=EY% zo9ci}!^`N3j0&@>*Xgu_G2ym9$A1mUKW+!m^K{>zs{05?7F3?%06av6wNkDz-@dFY z5iI3Rg_PzGPey-sts||05vh3hhMf$HYpw}03IV!`W;;n|aBy2LDLZc5-A!<9foi zbbtpEmBx&y>^u8gZC;fc)ub!0f2>;66l04c#?Tw0T|hUNjQD7ccK3CE{1y2nr_hFm zp81|!GMo)QhBvUp`jVwtZ5U~^zz)(`2FdUDRO#?Q*l(!&Fh-rjCBX~WGgx=|frPQ`J({puADF9FwWv ztUYlHPP65x)qU-4@eg2*b4$Z?&6)!WU$kO>H;#EoyhvQk)&sSH#IjfW%^6{#z=Z!OU(Q^QFZn(XH2a_SMtu%dnV z63%#|mLp;4a%^P&!#1N;-)ufI(>Zu`os%WJZVinpQ7-(~lqq}Rda}9=HNPcu4IeK5 z`UtdLx}LxDn(h6iplv(eX^8YM+W>Bzi}XSrxkoFIIg48}LU64HyES!h?S3 zGn;lX=a)*`^m9%>(-eLC$SQWZV}G4 z>z#ifrsy~_h#=C3)(MbBr9 z46}G+%8{?Aeo>(}8GDhvEB$hyN8UQ8AA}9s_LCCxS`;|6pS|gb0xU$bBDg6}s_PTQ zW!&gXo4L)3!KFgO{*#Ky6g3@a&oK!z5 zfQpN-p)-2P^?3(1Pmde#M(QeZW7f)W$)q8)TfnLjb>wGqAbLdD(?6ZvGt@EFiI>1{ za}J9Jp4L&~j`+q&6Sy6gLwrak?7DUAD)e$=j`0@h4ncdR*@t_a;ZdA^(T<@h92Ik6 zj`d@l{@q8A`j5`-e}I#&68Xh4nu1b6qcZ9e^_u7EUSznyo)zxu!qn1Ji{!<5E2G4v zSM@uKaNt1hC(U=-adNB%gEpxdFID%-cRd)?4>{#;J$@huiC1RN4IBvg)GbF6^sR)* zoV7L+cfwDjQgku(-a;))3v;%R5;GSdHoJnTFZY-cbm`6XcfdbvSHK^-v6wZ8Mck>4 z>sDsib;Ik=0sk-lw{yi>J^yqj3>Cb@3C|flJbc;SV zqv}c+_<$1?9s%3?na$eunmn%G<3X6Bw|V==LH%-KQesQTBb?|0yFvSQy$^N&D3mR3 zeKt8oo!x13*bqg7MT-VSI`J;Aq z^P@uS9n6-%vY~}_qey|8D=#o;Z42gdCMAhiq+`Bjjg}!Q;vPH}Q_AACU`7>~sIG3^lt?~x2E0kRg-WDK zQAAxj1NgN=nT?i+db@0C;>xms<*b`Z^2^n___#?QJz;ek;t)u< z9pWEqi)(s!EUt_yOFEAAZpAExFV)rU}s5K%AOU zIjFJKqpq?ZmDC4rpD5;K|FOA~M4=Rc)(NryPYGO9Ytwt&Pi)k%*>J0m3-B2h!6_yz zQK0aVrHLd8yEI9U=FH?=fbTK-lE8CaX%@D5~UO$E~ zQ#;Jj1s?CVJ~ORwt&4YCF|ogI$^UK+4+*)IpomYOqt_b*NN4g|+9Nt}#A0 z24qYw+%;FGp0}DN-HEmB3nu<*O)UR7vBh!~ATZ+-YK9Q^-KCBZyK0LU1-m|r=2MAiFDkmbZ8o?LGLVjyJvKeM zuD#s>J0Z2_a~+r$i*F&Q!#D1LqqeJKu?LjOyr!1ez+1$HKO_9QlK zF@R1Ju9!3VmuFzT!He16sKPX7y7~?SA`Xrvu#U|taP@VI))P=C{)J>9D9G^Cj~hTs zO)q6dkM9hZ$Tp0)c)?Y#@$tpX+-$CmhiM`wU*KfVXKvQsuXf~i!NcO>DrcLI@AE}A z^*5Z^(&LjpCW+^Qf~;m^$Ip{|%CpXW7w|!Kd&|%Bd8JPft4z%T-t`MaK!I13_IVao zl-ayMe%r^rpQN~X$8g^9Wc_gbHKe4V3{C5Dm%mNQcqPcQG4GUPa}&Y)UTyrwnB*Gqf-*qH~jx>22gjt_sV zo==8C+`@pt;XY-FSdBJ!Im>GN+UcQ5fsuES7u92aF1`Y8WN3He2U zWcfo^QU=F3<=!+*8kpbVac6R!2Y{F0IH=#eHV9zE9g{+EItU+xNTgXe#*6h7A}LTA zc#7LwPB2W!t8T-FN%?*?C@aIqHCK5|B&Qz7Q(joa$)ftV^PWGWKgy}{0sKH`T*th6 zM<{-0m)~H&2ru18(z3vm&U-@j9~u?b^hpsWxkb}9fFj4^mIRRa6p{^z0w{~~lgR=z z!*qEav7Wf#>SCLmgp0zVjRD-pIH^FVrc`c)8)#KUF3BRI;Dm}uI^3G-HW{Bxy9?y5 zGosrDOlMeh{Y7vVW21CcLFuJigfO?FWj?W5Q7)nr+m?fKRTC&gA+Dgv5Vbpl6M3y3S}k|j zUF(sr@Yvh+L_D9E_2gVnUN2%fPb-FEgQNr#H=tB8YdsuFQrg z1wz31p!922M%V-g+vQh^!k@ zKJjWg8rc}b+KrvN&wjUx`1^J0DiYwmn3aa?P@qnv+?1*Ec6Z*9DQisQfP=621VPPE z>tZQtS#c@$?=n(I1ueus>N3Z{3=qt^`2^dIHk-b^)6uO-H7)1$a4!FR@4WKd(-U+F z;80r^0N*TJgp)qst(Vr>Jg$G0efXmVZK_$|n{wf|DL6{;2U}usb?sM$|L60-3pV_}r!q{k+t8_v+_ zw}P=Jo~_C+BeW2uUf$i8jJHY1>Z>`gK;y}S)fam@I{+)0UQedX@zK-ULa2a z*UrRp&hh#u889L0s#@w@+z%eEfJVdkowS&1$M!5}J%jiOE6ag!`ZVdQ@P?GUDrvA@ z?r|e8zuJFzC*2=~nmZ^g7$Zo;x^bAV*uk`yU)}LLQU7V3QT3ovs$#Eu@#cTdTX2~G z<_cAIv!UAIm+a+ed)ieco>T3drJ*TuuXhBu{8}{@6S88Kgn>&`o~k^=fE5h!`aw&k zfQ4HaR!nODw*o<}>7UNK1psr0!tr)xQ0mh5i{s4 zGO@lF=Rc5Lirc;ADL}t2AwLnA%WlbOiJl|e6+SwFiGCHWmw*AXBNO+jW=3lmeBK}j~ zk6T7%DQZ?l_xoR9%HljyzR*+FFsdq$m4GXqw=vERRBu=Deb@OCyE*3~xqUlI9v9g2kWA_UbK^pq>y(a(`dDS&r7Zaitn~_uts_brb@qEJgcw& zr!(|9r?DS8y-{%jpv+_@v?xjSoTY+(7B-1YtlFiLN-@C=MD89u(-};xvwn@SnK<17 z>mL=FtPIYf-LA$B!yiOa#D?*fUD4tUmC3>l$*gtpgTcsc_mqjb{$yBE0w5Kdc-6^P66c4v>ucB;L=JA=(A9rLfi$*9bB2{ z7b3}*p1k=zLWBZQ&2~y;{A`>t(tLD|m!(Hh%BrNWYK55m*6q^;CME;G_HI6Bw7WX( z3V8sr<1_`@BOEKnBK&-2vhox3)6$`dbrO8>ws0%KF59V{Z5!ZkVCDLi21-9CSc6S5+AYTru@cm0P}|`WNnmEr|j)1EWteD(YCP z0%P@FZ1!r1-N;^$%?a~$!S8BEVfOZCDZ3OvndPvCH%+J8Co5f#ZHOgaN7$^DG8Bk` zL7Rtn+%vs8s;<_ZG;Au;gY77KcA=h(iK#Kao=rfPj7)-EAukf8DF_|Z08JIgAxQf$ za3S{?(IjucfoAqjA#?#LNxduMfQmN-?+GbH}?{Wl? zg~VjQA?2OsFeZn62(4wIbyM54X$W2*XVcptdC<^z_bHzbyx93U3i1Gg;b_fJ zG7KGq=9UWBgN+R-F-?>eKq8&A);9$BF*Be|v<&-oad28pj>;ZnYowN&;X7rI5$lAI zgeZ#M{wi|#@N)LAN#S*;lD*~QM3+t!VF@fdaXkjiK`k@>9Uq6@7%5~3JzW|TLFJaT z$2-#jW@JKO!oyJR^sHw?^3}E5H!fKyKD{xV(#AYJZjmHw!^LEM3I=7Nb14AyWHwz( zE`SV%vd|<3i^zOdZj<^t?=3NTb!13SlJdGhjvyPeZj_>i)SIfPM=bW~s}6S!#_aY- zMy9J!FV2lqA0CM8YHc4(lwjk>h??X7YcUy1lJ_BT)#I^yW30@yz75c_e_}KU(s}3B zRQ@WB@qGv(AvRVIc7{V1Lk;jl{pL#Q9nO{Yr^E=pIWLshXl+$Od#yde zu-7I9YOouXXcn(;P{BK^nO!2>v7pY5Yofo~k_yU}^=u|6eLcJWUOtuF&~8I{7(Ph~ zCxip1q7CMq@Ixu@oi=Npx<8cr;n#TeC8*k^n`LqB6tQQ~@9_9#EYbsnCQCY(aMCW_ zOq&K1rYUz!srt*pli--6o!0yoO5{@vM^xdMT=?uVSd+1TgiRndh?Y4@D9#Wc>+?N* z`B)X0y@wf({N?G;7@?Y2aKA6$NR%O{WXSjNY|Tn%bs>(=wf(+e&UR00 z@0_lD6VG60845p4b{3AD*ymIU!(40g(70eDB9eeVY>4?9XPE$U&)lp*^Kj`qL69j` zF9H?Lls!9J%v79@0#<~rb>{vO4LVZrs03n?%XqYjI$WAnAYw|vKZ<|ku#YY}rw2#0 z@*<-{Je|w0acN@WFHQ|*NW5iYPj*^4_WgV|`ac`d&8_{A7o10T=Ehb68F%L4Vxhm{ zuaC%f+y{sCteXJAbpxWaT;y1zN03^$^&08>yv=gPQK?d*lRY0_PFsD|bt))Ck}bqN zO-gwl%%+hEtsaeFlge50F8a;jjogZTKb92*@fA%9EnAp!9{SdAlj&L6h}^Z-RsBaX zneiunKr|)ideDz-IX?VynQ3LyOtYgiN4N>woa00s{Ez@H7(W#}QoVTRK(dRN#K|-B zLmE(0(9*OiTD>Q0dOh|$><8Ru1Ofq~q3Gb^>-VBobtc_4EczsVoJmSgi-L)Kw#^1* zW%_W{jZ#KzE-b?$j{1Z+BWZ(Z`W|O>47{eAnqk_Tk$cTyqAXfeL}?8U@?w24c@|o# z4lJ7OXXWp1tsB3sr`6(k0ml=SY>w4WD)hv_8pkolY|B+geks)*1i`gpzuh!;7#~m-%_M{71X3Zm+8Qw=w-6Q!z&!$c}pxstjk93~+ zmCp$UVs9kAwByq-t5!c$GaG4zctte{dl$)o$FlVzHf;*?)XdCV&G`I8B5bYK2H(qh z+-`s9oFus^YO_HsWdjQFJj-tNK;`xyaus0f=#^c7+c!Bh&a8n=9JYu=sxQ>oc_^V4 z&z7L<7K^Cy`7E~4iKsqUQ59;sPl}NmtW-6PG(SGvs-@k$vg470Dh4#w%m3k{yvqyI z_3U5G-={VEd7S?fO7xsX%nX=43q*fF?n2B*eQi1qaVFKQVI%|Mc z8|^EG2ka^Ob8huI1i=7G=FFoA&uQ9F0h4 zRwvrcC?ofnU}L`p%Y0_M^MW^32WR)P zP1LH^;YalO(ESnj&;7)AA=um|Lj4S$Bl5-&{QF-Q(sORwfqkaehgV4@*c#ybpekn8 zDA+2}TLD;_UglAs4h!MdWV5yI-5CqG{NlwYjXnesWV2VUHxSN**z*Vo!+VcjT;&}3 zKleX{&VGwBlRYPc;UoZ+dQAD#$MquRA+T%~o8NHfrnmi{!I6~>9oW>K)eXW42%OQ_ zA&6YCYU!JRwf8u&q+?!E-w)uso%`%+Vdt796Tjfe+YdNf2W#?S`|bTQwAexZAf~ja zE43Ixxy!UkZ=q65q9auIqgh_eY|1emoK4N7OMUYe55|si;<}FV!@h%lmO71Bn`vUU zE>aL^Gu>A#`Nbg>a9oQ62> z8QEQ4R_tS^j`c#oiU7|9YRGT$23d^X8Z@PoQRH>xai-j2BU7?~a$N3rlp|?TZvoy% z%`$t=?`FmA)p#8df=aAx&(S%N?V;lz4nkheHv*q@Tf_g1fSEY||2joBc1GwVF-Iu? z`CuCcJV7_EFV3F#plsC(cp#KcK#Xnu01>1+6g)Zz)43EToh`=if8np*PL7%$pTjQs zpDe;aj?CIxG8&qvPv)l6s+jW=@p-`e9R-4d{g+(S%r^za#Z}BUFXw*<)hQr++tTHU zy~PEG>eI4jbNlC7^z=pFuKSQ*?NBU*7By zeMVSmNxzA{?YvM z6~W#c*;)5CuL&(TbW>mZazwmej|P;Lc^N9WouVGTUF^cHIVB@vvf zp_O^7V>&Sw5=B5ko7_9*=FXgOpyHjHk&uG4852 z0yLJCH#!l8Uv|FkT?aA1cNuPsAaZ#ZcG_(y>a9`=%w2Pl+Z#(^s^2;08jd$H#=a zjb&Zb&Y2x#sZ)U4YgkQ~5Na%+$&G@}PtR(m32B!par$9|UUBZ53If>92cS9c*Aj`cQT8#Mf) z`v(COyP=OXbWbP%u053@I}p}YyWpSs@(1Jurq7Y^)t6jZCA+R!UxUWP1`|T5;qgcOQ!&=?vcD(v0H>S*3=wB&gdSs?9gqZZfjdD^1Yjy7$5PRSF!SCAoc;|w%KZ?N)dndy4{?QR(-O{;`02wosWiMcsm~8 zzwb^z9S-LJHEry5+1-9NPXp9^wLog6W2SnRnC;?c5V6sE=*4-H99|JOL$E)8Pk>2S zYnc0gBw!O)KjN!XNRFmp-`hw75M5E`;&90^z``vgWq|<{kM7IQnlC2ef#mC@D#t`viKR znJ`Pb;y9T>e0Zl4Z=A+YUUUZYy)(hhs{A=XW7xa=Lqv%wY6Tk%{1DDT7^4qOhQ1+3 zOSqm-Zk=!zxL8|sNE?(#G@_>0!8!8xEmZCr^Y=sk1n}~VT8T@Ky^y1HBycde!d>7P zL({H+8#e3MhN*PE7&h%rgFVAZf-$Za;F@vwLStP zI?_tMR@qT8TE#e85~Oqxt|A!|vM3UMI!WV41jcdUH%85yvDY~)(3JGrz=X1-N(hqQ ziQ%f#1@2njp?VD1PH7t>G*A3LosZky5^!F8AZizUf)Pzv&w$s zUzF7EX)p*Qo+57Ja(rlOG=wyNsqU6Ih+>odlwos$xlbD1*MI2!1|XHL;A9h@d+@J| z8UHL{{BcpQ1;&why0U{8uZd_~#03EIjuX%qRTUiNDoBF(8V!W46+!;^KX>;>lT=0k z%9k2F(%0lO(P^6vDo#VW`iqCNC7LpD9Guk$xIZY!rw-Q`-3dsX6-iOsVgl_8c+KOi z@FWS!Wn(kWP6L8cS9kET3)1Lz<;EXk=m9;G$#JOL!j|#Y+OZ)ER=rK)`E=2}ja;P; zL}Pp~LG@|txqL)qAtXWNdkPK2M`&k&cG(Cm$mu9vOeCzOm5@TJJHu{u7i|-PE_J*p&SPu&2ttujx|IFKJ=vwPNcOea5ogU zTHo$Y&fF|BXV}~<4R!C998};geJ{UMR$q32X&FNpxD)3A2kpITFj|LBSji&bqD)f@ zF_S>~j5_@?O>EzAY8-D8H)Ko!RX`#!?lJ~YZOLoBaQQN_nuVo9#AM6`3 z%~4cc#$4;gMb=@i*Y5PilLJ>l7g)FOD^DE*EknG2<5!{{F4t<=0B<*jQje-K$k%+(4<;{j!73t80e>F6#;=^FNP-n2#oA-yih@EdZcqEz@yKYvY5A-&?b=DB z1h%Nh2p7|w$lP%Z6tFiB3bOgAIO^(SHa6r~%=Z^A18C``IlZH4V*nAqSGhZ?yPu1d z6e)Ls>Qq+rdFjpcC8wiKhchCg@YM<~7+6f85m3$x(r}Jihs~knD@d4A z{Jy?pIG5X`Yfb&XFGet#iJcZK7Tsn(b*QSE5NsHP?2wrSWY7wr(YOdHiCgI*S?JXD z*aF4eaM*TQaO?Jk9n&*EzeCG544M3AOnGLSvEenVJN$2(9~uEBxgX=z4YOs@U@d4q z-26pIKx@TC6_>msuLa`G&-TiX{a@Q9Zn(OJtu!U{$z_V`MEErGYCB9S@u3s9-1s3V z&dM)78r*&!R@!C&H)eqbu?iMJjc93Q^J8|OgIr050lBLP1UOA|(#SW{$d^gvdpc?p zRrX%CGQKff_rx{0E0!Ksw}g_9M%q$MWMTB1g(>00H!VuGIJVrtg^i3Ow8W0dLB1e{ zoFhHaUcNff8EqYj6oEk~X^(6Pl?-6M+f#2zWBqmQQ=KT$e(3>Z|E~i z?(X0lZ=fcWyMxxDpZ^YifZqk`C1qm-_{FP6V*M5>yLd{Xo=VNC%xxjGMFtkJE z&JTWw^icqCVjxagnziB|hu!4MtB7Kvbr`I0lN`o_N@gfhy+}%}SWslpw;|}zp?L!0 z0qwhBL_ODH?UV^?Gi@#-ed@{(a%XQ(l~!(x4TdT%#CDo2<3?uMF(}+GC0OuD0^SLl zTG^#en;@6Dm09K$)-N&3S&|v~!hnb(6Xv?r$bt%>r65pUj@T)(Opa>6y2CnRGPByq z?+4Ky6>hH~qZBeKoFLmN`jShYylTB!F1eZ3YVStYI#ESsnFJ7_9x^Vt&sWl#8F?*m zHR^=A7{yn7TwFWeDxx)`&*EK&BexRDuv~ew3d}+D8=7Jy!lh?S@`xN_o_RRsSdoiz z$;beZruP|KL?SU5WK(uIg>FnQ3q!e8ezIjxvi$`TR~q93_Mn!yOKmi`I`{tt($=j~ zvaI=ozi%~BHz&y+KQX%>D`(X5Vx@QgD-v%qU(>6UJ0PeWTC=B|mOj!jZ37GD*MU!q znTwKT`ivQ&*$r)Qh&+@FNqrrU!~~vRp#=dH2bh6W@>FQD{t8WcfV^;sgw-F|vouC7 z|6E6j2l%4anV({bH)FL^a08(nYfXOEvEr52+B$=!z{qG#`t-?#%6j$?uZvwjrDwO9 ztws4WUMkspkP-;?I=IS8*uG*KQM-SARHCD-rksIr6oqku`mU#23)h1BY2tHNEc*bk zUN;*~Z=%$tLsO#Ef5M~GWARQJQlod0v5V$zoGHZVUgAy_ZMqo$Qb6-{$u>)Sih|Q( z#-9m2s4u#7iXE$exli=fZ&~|spB=4fQP6njSL}+E-@d9KZC~Eh;kKV1I)g6p@%Cx! zruF=&)de6Eq#t!Hr$Ns?CiZkS={NvZ#2U}Pn;;4;DUi`$n;v(b8kWlB>T+QWPZ!q; z2?=kCz|>?y+T7Rwk=EoPvbU+1muf)w;C@A4$2t2HSfB|VKSY=8GAO>2+d*f4|DyJ8 z#4P%GiTHd6Ht?LC91g7MdkkcCiq>pxV7OTUj~QUoM=jC2d3E%n-)J7cB3c4!z4?B) z$0GZRzWQS6!Z2ptJ;h@r6HdamBDN~PcxI0&i7>f$F#hSrWzxDT4cB1=qttTY8k$x- z0<;)!j+ni)m>W0pPq#}V+_ZWcD>yHya}e^RCd;NZ8YHqUohxRv_`UcbnBGmLF(%lr za!oP(2{B^hzL*k4AeFWE6odd3mmE^+>l05?DdC$+vTeK2FVq#BmZTOE3mRmhhwl*!O(Wt>{b(4~_;4m_`t zQ#yKij&r3`iWAak8p6qNK*<~%yVZYa7G0#M7F#`qk^PMXE)8egzVuc7KE%v_{J*iQ znWb*(%|vp~%G<4etV#h?_L=D@tleIzYY|Im2EVoGO9}AD9$`?dRe@R?Qjj$N#iEyN|joEcUV=o)Jjaz_?(EhdXWv5o1_#s6K)q?Q(tJGwVak6_ z%GN$Xvr6_M@R#Nw(~Z?-ad>uy#^f0bvN*0><1U9Z-msUZFP?jlm&kk#rMWZqP6aiv z$8QMkeqnBxuQ~I2R*lL)^c|z`ZUO!P_usqT^xHx7n5IO9xmU=Muj-ieA1jBM>x_gY z@Y%~^@W)!-9aCC%8|JK|MrpdQ_cp2E#|z zAbI_?Ek>kDvO?HB>#f~qfpnIN;m^HQ##SpXr5!81(H95M?+$=DXFQ*f3*v0aaZ{1C zojO;|e5uV?KpTUAc}!VE4i3WpZA69Yy!Aj(k=d+-Ih6ww^?@(J#CuZg!z#KLGv%Yb z68xoJemG0;*^L_J^F_;`2=HxXbGm}bO& z9A>N0ENKw+RQqrviveAv!A@%;X`)gRgUU?wW6`5%^-r=@3T?q*sOHlE07bb2s!L3{ zf5KRNI@1h!d}S`PoQp+kb5%1dxqU+rI{Gg#s-XxtwEnsf(U4|^u*F0ZtHsKEsO$Y} zOtXo~#3R+DB&2|0!s0k$#%<0~_ys0c#2i@m%n&Ce5uvgg!w~(0PBOBHzCZ4oD{a=a zLGuTTkvEK+m0EP0{4zKap!1E67RYmi<7KH;rk1OlV#K^9YCIm}a-hlT$>@k$-5QdlgM92H@En>2M!*CQUgcP)sa-o#u8=ZYaF_o8R3c z5)h;4I?Nu>S)Ea@02RV0=g_1V;@DHqd`5);QbUfFTS8LJVqTo0y&>CNWFU6qk5xv7dKq;|V5x5{0?9s?t54if^YB2T;Y&1jDf95R>Ay+zj z>v$VR{N|kaN3JU`xqb~um2u+4KC`z3_^AqTkPuY*Gkx7|NB_OkMXHc`ZlP;XrAtTY za$jBCgsGa!5k;+S!sIZ)7NHWs$e%woxnKB`DG9#gI09RQ02L1I)hj7jMm0_*8pCml zJ}7owuiSqk%0?Im-P^HOZ`7I6jQsLb|Cuz!7>wh?7(Xy&X}dfenfPy21Lr|Mf97%e z0S_e>=ZgaxT1?7uaa z$4WPo_X2tFfHu)0_&Ssw+Ft3!xfK;4bQ<|e& z($-#zScd9s6q>(1c>^qPU{UB3;wD%#7X`8xr4GAziQyu)q+Dr5 z((Bh?0niTxF_4N<5(%H#4W~uI*rC86(>f!LxprQ;2{R^f{9hx#-GB@HV;=ljk1S|04umz=5^#gX&d^FIoy+ls;Uo!DYf8*ieB%_A z+GS`su&w#Z;#vLz5X(9uWI#BKwIt&Z2w3oS_G8E*`^_8i2u?Igrc8SQsucA>CU!UF zE5Lgse8{~KDX!ehbofbWY{{w{t+e=P@IG#@kcSNJkhl$57Lq90 zkQ!+Acm|)z8zWzZ@xE&?`cfzNXbll_?%cgkUFtI_!<)UysACRe& zK2TfXHDGP3T6Oxc{{HM%Qm|Pd0oFPo$z!vx$?rBXma$Kv26OQMXM>^kN&vf8$w1Ua zOG|SusVpi4@mJlY6i3Ps&R1{rxz@D5OhMwHe3Vr-1fCS)=F884!aK)77&cHRYtV?P zmW|8nsBi)u0zyesD3Z>QuRnog836iKN^Fe}yv80owO>E#e_QR$&Y`;gG?@kfv;{l+9Pb8vMG|#6%5sa`&BuVl0L1JvO8i&D` z+?r(u5l@Cd`ym*3u|>XhQ8C8K-P*o?HsiW!@PMIJr#}U%03jNPI6hhZ2sjKkL&k0z z8YyCR?o<~CAxrDxw!-+n`wGm6#=T2L3VfsHD_NVbeu+{A)M$>BwT)9sOy}Vp=I!(@ zSO=$=rR`G3@;&X$dWZ_IV{1yD5+RF&jl$5|A)^8EgQ-X{!+n3qf18Ueu3RRJL%gposcnC@V8TX_)*ySR{cDwvJ*(n~DX&yHzH z-cKBX2rKTLX9I^MRmQ{@n836_p1N+a<1fyU_$R@%)wAvD4Jr1!gYyW0r7-QC_7q}+ug$4BkzBr&+qIlqA2!AvP4UV?LYV=?E zaikDH3`L5-s;r-Pa5)Rc8ztm`ywSiNj0`-m#kpi5xCoBmkR8P8Ehj9 zeSVUI9R#pzU=2(r$&zljaGAkKR-qu`m5NF_ms(c-y(vfhfj7#k#5RuFg_ zHV785u`O6jg-NmMM@-VtP-M<~ualhmm@n&waxKaC#JX+U9A`t_BUAejr33u78+Qif z9)OA~_%_ao;ou1Cq?M!_f+>z2EEv|8SH*V8rNb}((4A+8G~4s6-8jSZZ1M8Y1C;YL zV=G05qEdPZ0fL!-{ynUV*?16s4a;bY78qD%0P4ARh3s(^CxnFJ66U}0zlSnQZ*S&UKw zJLx%JwHR19glP@P)zDGlc@sUaY=7HJz`}lJQ`_3=a%w1l3bHv#a#FV%n+vk!v4Nq< z>lJ%(u~%4b5i-k%=EZd2M>4d2+-&v|CNJ}K$XqBGF*+a_GP}i#|6`7R$61jGWmLi) z;f_ZnM9%`iO1&`jQxk`MO>1J0Q#b0R740&q0I_c1Lp zbR^05KzSv96?F>A11^5AD6hD^lTcpGn%NCfF}H6uN;ohC0z(K*hVeM}^EF&m$oj3i zs+RmFB)?wDZ`+eCU8dNk!vH$+OIm8x{t8AajP=Y&K02jbL;=0sq}iAc!m$W9oESd3 zB|ci2*ltqXb_{LOIA*P3ZnOHc5bBO~1j^nzU*KBG=f9AnY;NCSaWm_^yI661^>OS(h=Aq!$@P z65}Rocn!4F_Sp+i8&)rsY@=fyL0}sDZyh>+?hABAdZob@%c_l!FlP-iJk<6qhAG?F zCD2>>@EJaZOb%gUN!koI%bUpjFQn~VdGW`h^AUf^>1VB@?*eCnzxY*AGYz|Hd`S+g z)1H`Yn;SJ>G&>0eBw!Y$WV}*8d)-8_;@u zV~(``)eiH;MOpk5`&g8)qdpdNYGkT^$X`qY=hNkyHXD&+WnP7sc;)o#a+!D8jfLml)`Vfx!r9z; zP_Mx*%DR}D#y*Fwp3@#LtVr&Y+H}yWQ@Zs`u5*y9oXf6-s86w(v~94XT?0ga6V^>p z{{4e^zt2sdhdN!jo=_#Swzbwzq)+V=QrV@}HZcxnmL^{*`+SdSG8?Lm@uDqGk2hBU zIgn2eu=Hv%J-=4kliQ^|1Tfeal=PP*F$q9AZu$#wSjE$R!OGc9n4BWZ%ffB8E)Ma;hIv} zpfWd1bdqXF%sESKbXV71zBR1c(d25GsTTbT$QRfn0G97Zbc})pg&~azby}!r9y0fBcg@AGQmhk zgi=c-DX{K)QW7*WSxFXobV+3R!HBCBK2}zw`aEYk_Oc0$El}-6Et23)GKfvVPn)PO zL(q#(G)Z2(kxA zyj`#wrxRihAgG)$Z9oG@jbWkeRugJ9b8+QTBy*9<#&8H*W#fFB*(NT_#%qRV`!K8v zo-H%^S2)-R!%w_78(XNDH^Za`rbR~;{CXoS?81IE)^qiUF|E@?lfLd z)-KQ8Z1oWu0>v1A0QzzEg>-psmAhJam(;9QcQ#t$lk{sg)Zgr*%kZdMS`ClJY>8YD zwwSWJYE8Qox6|(?O+SxdqciosDZ-zcBfgHM9W-Jsa>Nu|bxAoJfAymz+AwHmV%V_c z+RPv}?ptsnQp9}`MeB@{Z4$G6Vy-`iW|5P+k2T(XrbFw0<>1jiq-f}Q(h+}RKJuv zW|^S15W@Nw5t2&HGo);T?jG|XYV6cdV~6hb^)MjX8|a~R!|=XS#AmogkYF}6&>k2{ zs=ZN6wAH77iiriZrH419T)IrQE+;LN@G{?TEBCfe#1h+{+_&{?tdfINSRL-qV2}K` zEzd{wG4$8LemovHI+(EsZfQAi6CK9^+cnpJmZ>!~seY6TE&mUg{(OMR)4l$*tx+vN zlj#tX8eaq*A||7Ux2Bq)#9hb3Vv;mmBUqbu#k_-mTQkNl>w{fXJUe35HbW$Hv(3^P z|6ifs2b4H&?8tDnL5od-vGmDBz3(ZQMQZ?-#N|}2oFNDvU%SiM*FznjPZ`!~PZ_3`_**mi$7u>2tU~wM{j+;#-@pPo zWJMT%=4in(nSi}^JoMr_{7voKch5e)`VHx|8?t6(rg${d|hsW|*i%UIKCu?-ECsOgnk zH*Wi~TWw#xz;51tu3b>XF7{1K{XNdubcb0aOrEws#)huFM7x3w_4?gkfkkpyNts!U ztXdGTduRU#Y_QH|ldYB<12r%)lgySye_4|p$8n~uwf3Z1# za2A{MjTIZK?dUh>PtN{(_+qLGNc*eJOgE}z0@!A2qN zaOY0!&1pOQ0iP7kXf-_B3JV{ZhdofEv`XkkCew;1s~8W$yMrD;)Hge> zMir-!Wy(+6ZM9D4tvUC@f8XKE;LMa7{&y?Y$eo?`C^ik!C!9Sb{2vBIk|+h!cllg3 z=qVc&s2S%tQ|~uB`0oG%aiV{khQ!|yHt4TpLeI<4PjK!YWYiC@%G`)B-%rDXFcTHI zJChbvhZiVqW;D?6KO?3%&`#Nr27K%VNV&E~336`t%doE}B?wv!e>fvRukv@F!9bdi z5;o<0QqhOy>1p$xb)|ax8CNg;C>bAQX*r7NbHp=V0~$)GH(5e|1{2^Mwgub%?)>cb zSpwqCqeWDfd#;+MOh~U`T3abZIzK*M}O$ew5fpXXt3+LD!OjUULCZCr754*L1q~qpf6`XKv%XB=b#+ zki08r+`$qi8UA@tL_RU1TCy~71I7)JtlQh21JeeW-0d4S3K`VY{2#;OHOo_}@d*T1 z5%FS^t?LPk4@P2A=?Bvy$;!!g#Jv_OkUj|`NyI4ye+Q;Cr*cL%wpRTetONzL7}#`_ zn)jF{%FN%y;{uIEPN?jNP4Abn?pBhF@C@KFdct(}Ry@_jR7 z5oZ|@fB7BG1@seG`I~}PMUfvPh-#-cF!16I{mlg_hunzVvMD7b0!cog0RoL3h}wD$Q2GcBe*k|C8Pku%dUw5C#gk8 zJ@J>r=(xnWKsEwfo5==%e>b*}SkCOk)=UNj>HM47mT2T=#USqA2Y+MR(5OgDJ!jBe zf0Nw#HrPFrxu{^Voq67^&*E;?BMUI&er71q$>PPuHpREf69bRD2m3n(zNS(Xn|{3o zbdd-`HCO9UhG@}YbV=JjC~!@X73>9gkf5=an2tanBxoye8A34o&P`w?;A_diN;I$% zeO;skNpV;0pqJieUys1`SjnV!Gfb}ae{RBLeX>_I!{o4xwHn@MB{Fxul9f0vj%6iX zpQ5EI%6Z;U6%crDn0Sj+WfrcjoYS2M(N9o88{LTH>ZfSKU04QC1x;fOuu32!xDQJ~ z1-(D0prLc(v0P(ZL5_mhw}Zqa8z1Yv;Va3>f+CzwPHN1Cj~wNs2{CA^yCDV@f7tx7 zA%^H{91bynM=FDFQ9VMWy-QIq8^LQxq^-{Cpyu{j(z51SZ~Q6#L|E@zQ&QM9umj*v z+(;m#AOYA*5PQ|pxq}DBLCC;tfF=~z&<1f$ZFJt&D zj>DrYi=+C$z@QbZ&<+0<8p5(Y#pr{)?A1i2 z$nTFz2WcqiwcJ0F^`mPXcGZSmqY8!8%m6imT}*S6vuE>wL?z2A`_6b3f3Tc6;Qja@ zDC8vm_i%5um6N}yYj9(Y7sP8YZf%h360!Y*AcWWUN9-GRR=H9e-+m3G-ZWw`=iMkTx9~Z7$b&F1Qc2oB@Rl=6*)wLqUjX9 zOn4AbFa?xRVJM2tQ6QZ_mv{Jh8?yr@F7dcS7r()o!NmGOni#>(>hSX|-p^X#5~;1- zXlQG-iv}fHzQ8x8E1BCssHOLMfr*L~iX~5gW*dY)@K_5crQhy%f26oUn@afOXP?6o z9ULaWuBfh#Tc{9l8bA*H;{8*LMCK}K1E?;YfRvOc1zPNSv>8*d?ynO!Zk7u9$=Z2qs`Y-r@Uwru+_~+Jd zHy@n+?$+k^^1W@nf1~N%7RJHuH7+XM-5z&ikk+oiSy;FD2C4f@YihkZy1U>~ccZ&M zu1Lc4SxVa*%SVvk$aGtl5f<=Hn=GO(#l2UOTzbKV(DCXCxR1Hr`e@Z2sh80yxbu2_QTGAd* zlsjS2WF=q!7xf7>u}L8`W+v^FkI{;xToW~}0~9e!#FO~t*M-oMO!Fv~8jWqZ^O^wH0Po>B(o@lkY-D$sLX!a3 z2Nx;(A=L;HW*G0dQtQ7A0^s|&XT~akymuC1!nh^DcgZ3G?9Xb}?R*EIB@{}yp|JWb zq7aZf*7c)c69Ze5KTzqqV$@;pOlO+d;JgnALAev`e>gxw#<`Z;YPxBOU>cPqKucwN z5@6Fc?P@v9ETxu1y+kV-L0p;!Q3n#4Yz1+ixg`_jPEu7lM6=u6X)ei20H@_9y#%Wk zlvAWzzqywH$5nV2`SO5|0J~85(a$gfr8S>?$R=nU=|crosxi6Md~I&|hqLp)pY$A9 zQvYVxe`Os%?xO2kWC`)wq0h4_>HY+983~Qg7nbyvvarF5I|vnV3#gh~MeR&tCWdHW zpVt*0#|n(L`KXQGU;ErAv82rTv<>%+iStSDwUP5FryY{Ao8o+6TrjZ~Y~v_Zz z-_-}_kx_xDAnCK-c1fRUR5)%fs(HbO4;rkhfA`o_Ndaivc;DK~Itvh1s5ek?>`meiJ9 ze?HFxRVnb7=tM}6047rG8bM;HN&&lh^Wd_WJn=b-QtgWS6jK6qyS4P?3E&9 zAET=*nO5D1MFz;J`R8G|%JVMu%Kle{kw?c+)&!6w`aFPpXdS1LW-vpQ`kr>%zZ9x6 z{Cd@QDO6=aw5bBG=U^)}64+wOixc(P6Y~>3PUTuMl}p)}Xa~rxb3$|-OlmD9fBCgv z?)J1}3$tD0isA&R9(+nAHBHgatevnpT(Wiu|MMxFZteOq=}1Y}yY}i9?|!c6)!8O< zs1(u>03r2pZ}#jIAgaPb7tGL<-kY1eEh~QI+S{`7#C6}6rOPtU%;4I~vgV>c-XcyJ zA?e!dz#aiAy48rQM^R@p5!*ZYf0m$MpX}vP;Krh%t*wDp-JsBVYoNzY2}yF@cO3Yv zb2PnoV%w36JL3}<4_K2q^hBXC1?1~k)2o#1F<9_2aHx1093u^-aJD?~X6mmLm&bx} z#sqZ-2=YxWU+!f(;3U&*#yiiq;U-k%6#Q0tc^3GEa){R2iaG~%0YtyVf5iZZIqL8b zpM-#OtQ+98>iFfvT_`XR;&<6C_kJ~1xswCAK;wV`wN8C>?Z)(>IT-J2x_oSdOigjs zuTqh_%r*v>`V7AWtN=fdRLNgHM*k3FNA-&U2&6v1Z$a*y8OVDJX4^%?%mf3P?4#lVkCe}QHd(PW~SwqL${yzNC(c5sk@k|C~@?9@jfN!AD%AP!?l zNdv3z=b`j?C9z9f@Sp06mG+2j0QoAn;6r#q880Hp0OQ}lsgvKo53vN;sII(FZ0dE!gWTy;ges+y8GSP=%%JIe^H9O(XE?ZkA}sa z!33@z?X+W^@9n9_8YSi39jy%Ozn+__eG!1GTA1acs=DCrxB&e3SRo*-==M!xqeql# zRcRr4xl;{M!=!j5rt9-U+Pc@Hmis!q>4I_ARXJ0Kc=yK#npibIQrX-4dak3($YWeJ zb2niPoX=F@XMOjce?)XDjowcE^U4apX)<;Hc{0mDGQXyEopiPRyK|Fuf7Rw3Olj&D ztWJ|zu{jaul*<*4ZJta_=F6AaS1>!RAvkWwZpv(ctI;)E*T4qyUM`yqZ@R%bld=G= zWHKnU3=Oo@!(?b_%*O(r{$xIm)WP?~e8f|@B74&*s2i2Ge_#9yrUbJ-s5}4rEm{|5 zt?p))OX^n zCRo{z>=3LF%RP-?#p^M7l^uKge)&%X>r{f(=;{xRV4dROyf5tPMCV-lP)mR}(^G;~ zFreU?Yk2@2xvNs8eqe?pr;WZ{|NPyUkA;$>V>YMtf6rU~W@55T^~_1tbn_!NHAOs5 z2Tv^9X*1uOxqP$w)c`*p9Bv9ts=Uw-_NK1$SnPDw{dh02x-TYG*Nu=IS$c6;MX#I> z+}1=?Yy2kXck~WNlx(^dJ)6|2rT&^4-_q`rb~Q_t7;7guL$Gdg*NL-StQTo>>gpad zcP^)2e;v?FRANx1I{o9`WpWH)eTdL01sv`|joErBZ>j`l)uipahAiP1$4oh7Md#P% z9Kfn8s^##@ZQu2F2yYmX@R^l;T)&pFVNvyKm>1rj7$})hz5LetRf?v_=6ga;PGxTY z@86xcHivgFnbiw$yc)m`62N%u#}UB&FPNFve`5U*$e-N@Oy6TQo3hgM5ih-ByU(KP zj`;*&uki>4U+D7~c)kJ&k?xvE$lju)o0n$2hYY+MBcC!*4;cAN>28{OUl+ajL}jXC-7Bd ze_UIE@$;K2wZYeIZ@AL=uOGeLSGBZ&HUqO#Z@vc2K)_a`*~Eelpqa?;=xotUHO|Qi z?@H)L&3kWG(XyKgm$7x_+g0#2eOU0h%dc7KGd{ctDt~_I0I$z)B6#Oy=ct6&AMg9J zkII`_xYp@#zJylZR3*^@Uw(P5c(qVle+K?w1WSfnidLu1C927&KR$OWrU!Gt=YP1kQUly<|mBS!1d z953-U`dLQ!=SuMPj@m?}4&(YN3nO6k?Xy1ve10~z0T&qNXT}iWCN0oM) z-3t~(H=AZv?5cpe&UvuI3xpiBy6FhyegOoAg$7%G*0Y2q0k#+2f4$Gi;pWM_d2ijS z_ez!=4kA#wD#w#&_|A~|zS^*XZy5eB{rl+4i}ya3Z1d#hMfiHdH%~9Vy5Q+QSZcJn zbBXQDhV#K|EjE{*UGUU@-inRYcJQ0aFE2jX{%*JDgK+T8_Q7s11}Cl7+rRJF;H~D| zZ(r^9Qj5U~z5T<^@j)Bmx6ez{7dU_tO8Pv2(IO3?n0MQkJ2hylRr&DgP7c!9Fm~?y zZTQYON9TT4MtK6uuxb#JmvOGh?~lh`f4%%q*t_x7-X+WfyT5#Y3|qd0rp`zwWNd2X z2FPI<=h)Q14!lzvSec9Mzu4{VU?fwjH?$g*VnS}l<{!YOEE|l{2WH}8faQ8J)6?Bv z4a_m_dNcV!8pchT=_lCSz}{SMcs+3KttG?X-|gMNmE$6|uld8`%*>VH_q)9Yf;;BY z>A;DRbG_c-DBJ~qdTsV>P|)3`zW*0l!D)+)kbmi~55`~9VHzdUCneqX>Ph+iS9tCm zCimNa?j#V~!_<+1v@@jp=VfJN`0Iz`*FBP2GcfCI=8T_WW5%@OJp!4*!f}b*_%GYY zy;`N##@2kH!)c|~{}PT?bJJUfOeY)K0s~!sF&Pd{BAiZtf4F*~)o`%T9nesT!8l7v zLyqz@{FVzKXm54G4IcS)t@s3SSP&mubDbz0_b!|!=c2z15Ep@*RxN|ud{&2~xRtG% zWE0tn`owTWnC-{mJHfO`nhAftdNs1a_Ud^dZ)s5&JMpzrl!d?C!7@Nw1aeyVHt2+| zI6=n+al&DL|GkpCJ!sZJ3ZMcAPHg+6XzpvG@UtckI$0p8w^yT{C2D$rUnLOUn(bXw z51>oDqKco0;i%?cq#?PS)7^U^{NNl(jBk~)6G^<;Y=`+#5?j{>;w3@IDo>=*W zWRMaBoo{7X^MIc@d@V?KLcDtUPA_pFSw9#Tv#|c_YeL{(;RyrV2sNef$O0T#07Q!_ zcj#pX;U$%vtLwy~d^Gz(4v}31u#4f_Ujs#i5ln3#cBJsp4rl~+Br_}g8Y~%1#l^{z zN7O)n%T74`v!XkmR738SfKzrA)7yWbf#l9AiqD>* z@@EL~MvH}l%u5TivnZP|6k3YZpr@-rM!^X24bVASgsfOWYg%Qx7S`Ozww8tX1>5?U z7pU7k7gG0a0S{wOOcM9Dw-yxyfS9G}Y7Sd}dIi6(w9V@`IzmfzXwNW)^xjPEAGclb zr^120_B|isIQVD{8`?M;vvyJesXnB?5{ zxrLG&yO{1IqBs;hkGK76-2>L3p@-Ejj|?&wU|i^@c5blBbq{dQ4Ol(|)|}-t`5WSY zcP13;!!*8;w*q6=h#HqO=x;{UM)cRRoeD5*!geQt>Q!8~ZlA=7JFw+hNt;2Mvyyh! zEsvkU8uw=L>EPImPOncHEC5J5!u-Vl!1dls;d=yfgQi2T6{=5iyYEn38Iyh^lIPVC z*_wuXu%QETLUx#vFrrVxT{n0DC}v!L{%_DC8!;YjOGWC;{1mabWLk9%SoRgi=B@&7 z?ILv2NogIQf@+mqGT$FsbreTH69N#X@!MYp*3pc2=MpOThk1;j0a5~;tolcL#D=K~ zAzc3>06&9PKKrVToe)74)^`Ys#hrT>@7??F&8ruG|McR$KW_NN zd;fv|cjx!Nfq(AZ-Mn-0(Y?)o{n7XXI-N9fU^K90I*ZNMaysqiZE8iwe_eO`4Ya0OCUNE z*s7YY=8--3=*H}o2X@T6|1j`{@?6j8KuIv(F>3H9050^vIJjS<@+XLYgM7JclerB7 zRdh(y8=4E-Ba=&!RhT-^c8%Uh8fKmDFhOs8|MZ6qYh0^8IJ(+=ld0X&9|tViBcy`1 z(sdC*KE1+Df*xVkP1;i3B)kDN2)apW5RLQcCgB|hk&Kjs6HzzaG}>Pup9j^4hjEOW zirNXqv#|Z!qNW-$8uTn%tapif|r6NBz; zprwudHyNjQm$C9~h5lRE&P0Iia?bfVOF-+GaLVmui%t$nbr0=-P)Mfnl6xT;JV)cD z%eWwz)Y1RSO)>VJxyd8{3)53i5>|-nX>9#&R15Nu+jwvl0yGM)LKUs|6vtLpv+m$~ zFkJ$@96%qkVBZ7b8xu8AW%b`W9y>J_v$WFXU<8~M(13=VP76mQKG1T6^c5f2L1sQ! z$Bi~cd1`Ldb6L}Wh8^dYL4;y~9cywTX3qANge2zEtZhg_@vcmt4U4NIfOue(9~}6# z4t%nV#{%#<2mbW~aA}oB;H{mOXAKTm(8n8C`{30|{GFVeb@-dJSb2i@8~8#VHQi4E#SwkxdC@_yd>+K!*S#hB` zFF(gZBgaXl+SN-0?E&YIs)>gsB}*Xt*l8?wh#6;RDnHhtY_Q9A@I_JiF!Ezq@e|CXJ0=6u1)xjG98BpG0xWcHaX#t~Z0;7dxC zn?@7rwf1TUQx+jE8)VgEZH@$p2&!Uxjl2QaT*lIW3ztX(tY9wpWC4LvAf?hABoq&jxNh{k?BoS1JtH;9>l}69 zlV=WpOK=0Bz}#+s551tB1&#E8js@g1Serz?#ElP(aj(cuBK?HYX?~8AruijLXQsUK zl73tI$6jDJD9MT{=u&T4Q|u*2A1Ih1Jp!V!w8G7}j&tQCUAdc7lk|!>`ZIApbix=j z>O!ZC?AUzR?KK$4S-q+}hCO^omo$nO&&_&&EOaBk$HM^YBdLgxUdxnsDoXsSSPD-? zk&K4vEU%TNqxj`xR4)d;;64136IuCaLKj)P4Xq26kaN|gDOasmgxcj?%ZZFpwf{Lv zoK;@-7vmz7pIJ{sZe11Hz7Kqa!EQZufovNq91q}YT#mBRbd6|Ehg8u8+jtUHbm1F+ zWOuZ>irw^bEI>U8j8QQmKH6=^ZHBc0b8ayxo4gZTG?zkO*jf_Q4`|u(h0h%GFACB z?koPlw&a12gG{pZwel2|I=mYigR`3&J6^9)G>05mP0N0iI7g2bicpvI z=S>~GLsh`bd68x@#}eitE`~YLznit9JogQt%(`%XqKxtKoGi00OndBAz-3X&F~HYE zn8-5Lvo2*;)S13c%CM%+x2BAL5Ey)#t1L`6EbKHiKGx*c+IX)d*y37;ev+L=rKmxC z9BrTG-H5s5F;Ko2g48qpZ98NMBDSA7u`hBn&!U0VH+lZDpbr~+$z{PY;-y-j;F0n#?Rm5zU6ftjF zWhoLYP@wc~7knIPiI);zDZk;+!6^9+Zal*RBL(pIb_$I8x4>Z@9A4p#sZ?NeoJ~2J z#0~W7J5J60%UCc|$Gl;QFzX?8Ccyg;OrEOF4&C{li|O3_&i8tg(n%0DTp0sZGL-(L z{x8F=O>Ht@uCr3$Lxi}0ZxGWp3B{u-`ldHlItj*`1*UV-5a%aVdoEmmzD1#$soHZI z3zw---6#b*J)X#SOGSJ22?++oY|dxKyt)(2E6vH>#e)M&#YX>HhbJ6HQ=1)F@GYNo z1C1pqP(0etDrX5D%udA{4Sr85-LljDB4*J*HnY)3hqn$;px*|6D0zDir38!lDqo!j zLX|@|+R~lGNVqmte4$QsOtC`B%IvEnjrUh2n*j{A5dlzE#)doD%a{CerS+_<*QBU( zbCZi${tQS1_F`s`MlyoJ7M**8@~*a|K2{I`%dK0CIbk77B{fYjF6Fz@n*^ta21jGN zCN!u_*D{|R8Wg5~Tb*(+oVv8s$GB9_g_YBoN$t_V7$)9u%>4LG$Ql~fuaMJ;@d-va zW~xw-H}?H{r!ntux>gtHf+4@2>qIrCpVgRq=~zfCVcvf%?>OQf#O+3WCUWgH77nGX zYfqY{Wh5X?r1|N$X_f1iaxLA@8@u%G(~59+CfQEZjZAlcwOMGLZlAsJJ6^g#+-|ts zM)d7|UBJNnHZm8l_f~MMwVV%K9F<3Dm7A|N`qo?vUflDcT#ue9zwO)$Zr+@#?ggJ! zxwjASoIcf}a_0^&FZY$ZD9W9k0Ehi}nPfiNB()s4ZGkPoKhu9k>jv1iu9%9+BSjm~ z0T8=N<8m5*4Lg0FRtqYRbgE0T5HVvF!Ebk=p|uqJmNJcgX%49px*y2R1;(LUD4Uog^x)59tmx<=B+%lvv^G z0lot*jgVqe3lu7dN(#9r?ck%DAe@qu2<~yAt|Q&C_MXSIuzWtJRF9q4agwVSi^FHL zdM)-WS-soDp7Guf%w@+q-zkA=ptd(DUKPj5fvZ0SUE#g!#)ViYmc%r@&?F}DV26PZ zC%VCZ7gf7CALjc)Exv1?k_R4nrdS=oZI z@A?I@hRH_|hXIlqNACfmoTjKpJ&cS(%WzNXk|gu00{<$-|Je0V%DC(N^d z3zyRXeW&5qI{`ikX7e5vuY;7R)xHQpx5~|3exIp>uitE}OA5X8^lrscZ8@wYolkRx z++$t>A4VOu-Mey{|%!mLKp<>=exbj!W+y2uQHf7<@uaQ+)*DS zg}n0mt|&Ka7ccTQxw~_}_r*2l7^-)4W+SQ{;aF2(Fs9G$;0bEb>xP!ycdjpg!MCM? zp1_HrDZFlP%T_V3`gwCH6(WK5eR2?P@G1EAw*iC!JkYEE2uAwr3YKYPwIsOok6)01 z$gD34Y00DK&d;ZfGQ)XON}Hk~3GrLlRnHh+yvZ|Eufr zV%7U$N8|I}lEnza_Z0@d@uAY9O3xlD9kuIuL#1Y%=Qg6H6Z)JhS~}K$_M9x?9KXX{!x2gg=`xxYwU{maDqbWKUw-%9@33RLc*H6AD`}58I z0(5x`|G>*_TIP12uj7xq+~kt$jVxfhSusWN%_>3NbVcGaxV^Z(?c+H8D9c zlNP>4e~%r-6(-?rgcOwIC2#k!Z{RkyFGPtHLl!3>#V`_5fCq1wiS4nm&H9l1^_){n z*Qx62zW2_I@gzb>cDrwNt>=8_J4-iTZP>^+4F5}i-+g@Y&PS4M9y~t@w>NzA@Z_r# zp8mm7qs@&|Y-cu{k6vrBIsM{YpE7hnOlf#qkPK-`kt%o~s z=|?U(AMS7ED4q4g+4l3(zd@(Q(oW%F?!AGIPwzo*H@EPURaT|8dIJMl#yPe%qjF5y z&5n;QHWynpG8o0i=2p_?Y81KKr`w$ynNZC1`cx(UHmJ(W#gLqc%JuT;yPS0sOJi1-3QwI`uhG(;V*DG zI#{-(Dglf9WdT z^Ii>Scehf4I$N2<4v)Ajf;^qhjY~O>7ERF zA|)Gz?rPC9{8fy`>fw(d;KE2|Xv2F&JlZ7X4?M z8MZ;dq`%%S^M=l(g86vao$hn^e_0rqt~pd69~4oY3ot6fBkWU}Fyz-|$aA^}aR-f{ zb0Tet?xhpfc*3v}2H>ZLzlNO^Ol6U+7j;(jy-3Yj5r!V9;i+oqU6_6QbOU}?TpV!3W35If2K5Ta83tn z&D~BKXa`Cnbk@y(A$~FCweCX1C=KJ2eVjC)XYkx;wYSthLf^)Y4)*wA7{zfbdeeeS z187zN<26to&bd=vY=LHu@jR!`hDyEK6@ao`Vg;?`u4kes$bGhL=F!rDIFI9Z$8Y%3 zVb#+CbC2>M!trXn2oL=pf9K_t=iL+L0!1zD=J5XZ^k1{7`_Tr1QcWGC7-)+feg~^S zXm>U*gK?KOKsN(91#<$siEUy>Z@_U_BV^cK3ykLUgOk(W&hEnl%q{%Ze`YSoJ{&Ew zvM}+L$rtXuhA z?G=ulTOgMJK6$xdi+jt3J|t4?vfNfq>M3d9yvS^3%LOPsU}E0~KE`-oV@*w)@|qE) z^EDW$HH=~up@cJiQQri59$Nl$3t9<=H1BHTQ^3Xu8(V%FRmrGG#PE6jgx4Dle@|HLa?fHEQQ4w{1CXek?kzGjRzXkx-xgY*JT`Wt4m!KvOSH+G zQ-NFaj-wcOJqRI?0K3>|zc;D-8{PLNwUDhlITLSzs4TB+iHKRRdWpVSA~<3yFY!VK z;4lo@gNTa;fT=D>=k;C?5sx(hhxOVq08+Z%a$ki3u--Fqe?bGVFpN*9#&X1EC(*`( zt2%9Py2+f;vuV`e2?Q;WAa0}D5i-PNc%m?xbfe3Hrr$*O{+$2I2*eJio^kuvHQAog z!+`MX^e|}n<>_JY0bJN;YErQyAbfpSxIQ;L5q2 z+F+b#(#b>V+%;ZdOXY&utQPqb8eCgKcX>3p5<*uSqfF>H%dYx50c)qJ@h4)9j%9=` zH3Ke)c>!T!c=MHVvj$MAY|g_FPqfOo-lV2uyUqbNe^a&3w1SnmEai7~=Y%1BhqDlx z@ib?yIb}xSuw%+h1rg1;FxXCTL>D5;aiKCv^}^=ZmCgBCI7;2m%Qf-*V-NzwB??%h z1d;j`T?I18rRhd8ZQ6*%(QVyYP)iMZVf9`^4QH(Dz=Zl=v1Ha8e+kw3ku2FEs*^p1 zJ({DOe=$dE4*dIg%~_DJ|5wdv)-?m{`p9vc3G?H4hTcojO=IOi=#kFkHHr8}9+F^z zx~WYfO?Xh=m?kZ8k`KYC8zZzW8GTQyW6mCZfoBL-$%)}U=7a%aV8ycv5=`Tt$KzC3NPGfn>9H0EfzGZ*H-Q$V!%X%TffAg^J69 zf3~-_0!$hZnm!zg6bUC!Ou$G?Gr76$ig6itahmh%=$~i}UP}*WT|&$%G@#ZH+~$@s z8r^cHR@h81fie@Z2`RD$lt4~`hn7~uXgXH(zKH^Cxa8f~gC2Qe_%X@$k;xRO#Fd9f+NDl8)4=+DK!k>D2=~boD3&- z6iy0oRDpnQwDd^gUmi{}SiRV2@F}c15GWgRwhokFQbR@>!;jY6!+Ju@FRy5h5tEH(z;xp&zD^6tf8r3Ey)VY_ zg%@L#5u;Dy@xc}=JFUa=cMfN30r(!nc>;h1w=!R$Tj^kvZE!2u$Qfe>{K{#77Bic85?eMf7GmrKIu?KiTV(OOEhsYxheI^d<+&A6YxWL=YcVgE;3AA zNhf(;ka4(5>BXqM8a~=;eCdOk_@YDzzmWA}Vj$mrUV4223j+a*m~MEQ@~l>zgmcSXE`GxK}+7e+<%IT?|dHM)2CR zukuRO8D~j8uS6YW0q@iECMWwnLaB71j*p=!!dPyEXKp>{8pem_H{*ERGatKC-hr=N z4i{ge@Zi=d43wmMk5FSh+y))HU1YswR9!)nHp=1P?(XjH7TgKJ-QC^g;3NdMgS)%C z2MF%&F2RFK;NzXSbJwgjzjjMiOYQ1fdslZq<@KlUe)-@}pnnz+|HaRGv>3y@eVVPq z%)4=eb&p2Y@kd|6_RqnKmf!&w5Kf&LEfWHFfC6pJ!fRLk*xxR6QTaVTBD_X)7pg;( zdjsJ=qtjT#pSWh~gGM?Nr2wDceCh$b^|4o-AvOE0WCZ1*FU;La(R^C76kGUwd*xnw zzh?qyW++%GyF#fusK;rfhKzGjGNar3B-KrZQGx!tlQ;_^OC9|<(6z4!AdINUpm>f= zZ@pL>B4o({_tl3jC_6(;h3>A9dfx*Sbjt+??o?JFVwD~rD^0l(Qp z>iU-~0`n`)#OO7~-W|l343L$#!-`^vE~AEYL*PscSwie5#5cukRlF!hfyY77T6xo- z+6Jw~-}#zrg^nW@{e8Ka!MtDh&~Ai_uR&9Nrt2_mbh0Rnw23bRZmVaq45{1?@PW1c6{tYHqS;;z(I7$DpS>$Hl3kq5%m&-3(khrTmJtSIV}toe&qmB6My44I;R~1du6{x%1u-!Uc&M zvUa%M-jNaPb^W}G^x@n2Cd~F&RB%<6x7{H@bf9;d?jPFz<(hl&o+9jANSTG|9Jj;R zblTO8=;n~A{m1nMvwju+tYL1wE{Dr^-$O3TTTUCPV`o6=Kn2houJa zgx?|;n*T>D+99Uk>K6~bDm&v!%QYe-|xhnPgVKMjr&R8ov z@|yp$6*`sJxQ7?pp>^RKg$VPFz|zvyZ^M4^)*VQbzXe+s%}_)Mh)R6l-0dsAP>ejCZU z{7pFG-YM`6B5dNQicCtY-uCa63bcR9iEl_0eAZIJHwb>e#1RUK6v-9v{eaAHTdiet zMgV3ah{u5Ui(rjPWPHX+`MHH=zS^0z+9*e=q}!J;;q5l-Te0W*x;4uv%WQ2joo)Aj z-2((KyVn);j(lv=tJ1^kPSAU>ShZ3YZcH);G~JCa#|nHuOI&dXoBHq8h8o_z2T5XA zH0t~KVV1_4mCbOoof*-K>RV*Vy3Ilq!;yUBK!3>PKar*z$;1`^3QRYaxqQ8APuq1o zHZUzF4s>=ZN2?*#&9?aW6Zq~PlHRjbMMg4!B=%#D<9SIRzYB_uu-E`5Yf-E*(-D$y zK>Qahj*TYB{c609cJW z(N`9x%*Vwe6@YQE@LhdeU`au2Fo})^gQ?uF!^Ek>&6Oj;(1x$wMIlK2ok7NbrZGyM;*33e z*o>naLt=Jp7N3RSm)EYQmlf+<6madkh}k7V^h7g6#PmE-AIgh8A%0t zV}rvFaVu*puCF$QQ$QURx02hfe|{M~J{b64;NJP58}Sc($VrM3{XNoY&x+b|%znca zp#47fe?58JZ2zAlkBgt5JBe!U^CEJb{t$M{jzb7ma(rYLx6>wkfWfP&WD#EU9+f0} zv}AHT?7l_G%?jQ+W;E%D(KLUv)@Da*rxp8fJ;e|>NB3*Cz_?ecU$0(#Fbmu}>zm*4 zZvWymzYdYGu=5wzlfC|aFIcWOSolz!WmJ=_IYfC_Mru8xtuJ{dUG<^b)}V6OPCkF{ z>)JzBEjs}`=JJ1!ySXN*7K=6~&4}m}3Ov>ju#cR~W+cq^Mpuu3%_Wx20uiE<-yYo0{I zn*C8BSB=Y?1u^O1_MwAOH9>alXcF9K%#N@%a2n}-UM_6~(G^=h3!=eTI5s+zyIC9s zVAgAN6iW-2;iSb3q*OZ=XLj3-bLcl3ByxfCr|my?gI5rG>Y6-NdHPm6QJxpHED`XHQ8cm0~0c*5bw zM0N_vI3xgXkXK>^sM+>MIZ9bJU$LM+DqbPB^SC`f%LsXA(d~m&>bLnq36!Fx@>w6d zbcgTH5JeIVV%PGCJwry%qDs_qLqS$#a%6EXKQoHBDf75~a<5>haLPJ&0z=>13V@-A zn!@jCVhWWW{kgv@n?d++m@fW|s0eV}X75zGf9``*Ed%0ti^U`sM!XjURU(!OP#E!Nv@Fq!bEbp-W97i@S&%-^|BYm-CsQ8?!oCRGgU zwNYsm*oME7V}VwD_%1iQ4jjIW%5wb@&Cnb;1#0EhN`CIKK7K0>Dwa>4CpkucS5c|= zPgKW78RLoyG7vG!kH+VlKO+AgtkFlRkNtVhW=Kxf7 zpL?F19E@&O3oG5K&?9URp7Ap`QcK?Z0FIwjNdcNO!WoF*_^?SsnwAxJD#mOl?!>ED zccCzfQE)6;V0A;sMWoN-`=LwQ=%5LxA_PLoVPBAI&s(ON44a*c3Kf^V6u;4nABA|wK7}$L5F2CmZS%KIpVU59 zRhkX{AV~m|CA^n3X+1had)m#=_>j@A0w0vjr^`WjcERR$T)e$DsOeIu%nv^DrIu%|Ey#@` zgRZ11T13!L`oZq6{lU!I?#dt*4->1|>|rVD3(Y_$mycf!^!$MfI#6s%SsGNQe4;`| zIp<-6NxPgOl$?ij8A2R1+2J7@-Wx%Yhf~22ViQvyYl7+@|AIT+ofX!!3SfxV-Ixgr0Br?%Eb)40gz$@9DsId)3=C9y-yG@~*${$#S3k`yB>Wy~w( zb(GD6sXsLf&M@;?9uU4nNcKW|FqDt!9hSQDkZwUJHfWgcusRA5tGAbIbCbsxGZd}{cgd89{ z#YJGO(6|Y0KXjeK;6pJKL~n?tDonok(bXm)mXleS&;m~VFF^ySvI>#>_9MdchwIJ#YPq$V1NNP<8#O-k+gp&hXFD*ESm*h9G$82b|D9m-a!yz5Z*To0XF2_l}f@ z3Q8#df2iI9&dBUODoF%ppjO#G{$J!J82-S`054sm?U1T>Xg!wN&<;rT zU)0g(JjglV0ttGyHBm@P+NZTJCO9)?mm+z}OJ0oDogr4!+HpikSlR2*gbVX6@D1G^ z0>IrxwxsKp1R0ub7lc!hOGah-Afz;cE$kl&U^ zyhC5>VoVI-Xci^Bu$9$aRW)gpvTU|n0OUj&f9=^Tvw%tHKWc5%Fg9^Sxu2U`qosZe z$bGJ1YH!-Gzov*o;trmd$>WNjwN#P6%Tv!rPk!)O>Kac+f!)<*>C0Zn&m>mn=BX$wl|x6Rs^XLbEW zvi!3gr_|J%LyTA*giU_Y5v$7szJh7rvJneGsLLZe6iQ=qc?gnh=}}qS6IKI2+wc7L zV~%eKoO@9Xm+c%!^rbto(S=ts0#PtF@n3^&Dzq`+@FVyE4s+&un5{}cP>Nc&i?=iA zY^M`?$WrpraECyxRlnVGHJl7%+p@0}xprHq&G)u(sFAkx5v3-uJr7pvBkaTL-xcYv zFT7uL^!eLd++6Hlum{&-Bel@lA!CdY9f$hbkL}jTvYr`%lBXRFT@qOp}x7i1mTntY=!{2%dXfu@!5g4xDGc;0C^ik*wenu~Ml#oeQ zQ(Z=652dM0B5O)%ne|?dNL2OhnyhU0V7h3Ewf*41Cdno2yf5*f9pKvza> z^%{n5B5KRoXkqvybj%4c8mq2yEnf_tGp(lZ0V32Ew7Hrin{@K{><4c;R(%WLrDDW; znr373yaptOxTFbs#CH1&(tr3ngQ|lqYOUUG$Put23Yi{`jPK$<44Y|&OQtIn;%(wp z;p7|#bMQAt?)_CoW;Fu^TO&y{4pC+-(O--Gp>eS5?{P%S0(;qI7t+@LS5ouIVc`v!Y6oHl9QCgArvC6KW!`;@*Vvki^ zeN^MMv+(7DMznNQE>mKL1V`VK0~Y!vwf!55{}4vrLbT0GF)#gK-$2?aBOCstuwOn> zV*9-}{#=w+oVuzRWs_|R5_XvSV@S6uZum7j>&9Ri9$<(F0N@s=;JiA-HCj3#FrRg! zErR66jA9o!2jc!A-LkeQ%8EFq=>C}xP4e4C@_fHp&qLJJyn@NfqbnFcOeu)%i}{UI zGn?JH^mA**ivC(&0Kzi)7!YdvD^Fm3SjrlAx8QrzJL{Z-5=4U$sJ3aE@(C}%FSqBc zlhy1_C85Sa%PXct{o!ot_`EH$cXgpL2a$LcH`S);SzSXB-eG(tMtcu}7Q2Shw!pgu zF?kKUXexjpKSfuoSDv$W!t*HWrjr5}p`Lb|DD~geRksKcJ3Q|&wB)Kpgq!?gphpPZ zc`$kjTt=qigRBw}2mywDEd9qt$DUMfgqRJAu*9;at@{23Bhdcuz`!W+JXP8Vyy(@jN?vi&4GkVf`v;d26aqM$@N*S%eK zrK*2EwQ7VPUAs*Fir)re1tQAR?fzZvG75?fU6CM3J?Srw5UY(F+FQXPjkx;ZI}7U`#?B{@$U^ zX2!+C&1o8(D;Sba6T68&(G+eu)#>m?!^XQBvWz@&AOX!Lp*pXRXo*pgiPXAYo2#Sv zM}R3Q&nz>Qz#}%L){iUOj5+h7?bPDE_-%z>Ux}YI6-2idU>JD38ov8u535!gc1>Xb ztJW07{IRC_I}J;XU9}_DCO>k6+y0ti&;a79T@v=Fu$`Z|)Y!@`Eer<1ml25L#j(9! zFbow}pa=8{1MEVK0yM_+8OyrB(i@6XP}m7s#i|piNNe!gOhCyCc}cC*5Wz#G8pvh?cX!#otfi&)K4^1h24 z!`H+R3)-(b@wLSrYQOaroP)AmId9M~c*z2(nhPXh!`VQ<`pe=$R8 zhh&yai3#Y=LE?8Rv$SZ0Bx~=;%TlHt7ZJZV^`sDS4pF0Vs!GcBUm)z>efd6 zE0Zl0>aViuOsV~2o((#(8`T_}_74}|^Cv@5*db58@sP<^jE4A)d8;Bs(C@*=Vw_Y% zP~}lZAXCf)XI06Zh>ReHTe`m;>!g!{T}852hEG`s^=Pxew$Z3O*CMK!sDK5B` zGFwP^#7{bRz?A*JPT-^-WR;k>4*bm66 zgpLZQ_G&|2H6?HSaNimOosdQ5s(QG?GKyExTI$uuIa)6(=w)KQW=hK`k-p6+DOz{u zt)%jmTj_c%Xm{e|dtsqVfgQIy#D|ddHs4WE861kNUcS!~NrWDY_6>p?i1vDMh=XpQangN8MCfrErk^!?9E-BRLXW`y>iqs$H|2of_6RN{q>cbsOG3%s$ zw`1nSRQCgMuJW^3;X3Mm+Gjv;uL$>J^%6;1Wa$N2rinVdwmSC|b|%FrqHmOi{Ix>f zTW04cQVZpWk4P^bYd9xaHr2D6gvR-9Dw3Ns4lYz>48j!iEveTAZO+a?4st2XHh7{7 zVbQ*AIGJXm8Mnt?r6vK$ zYCWE2ju^_=Xmok{g+j@Y zLf_KTbi!V=D9@1-vGf8yXzqPqPOG`uP-^oeXBZCE73)<^!@3n^!Ca^TA{qSMCClPnFVf7H4Oj4IoPwsPJU1!DZeQ(mLa ziJ8wRFrTg6chI)Syq6D}d;LM*R)y=E2#X;-mX#5E|8-3uSZ0YUS@5wQjEr{3?I5Ni z&S_WNMaSI_5_7sR=&m@S5}jXfa$|va>y8SIKX-id=rD(bwx0_E7q2AkTAm+?P>hS8 zdcPyxhle73#zEb8QNBX+2ZNzQ`G11NAV^xVy)ubdG`*fYN;}SY{slR?)r;lCEO@wS(&)%zpRK!$k=g|bJkFU6x?DO+hjeVDk z@WS(rZGF8^DfC-BCfcIwF zKl5+_+E?oJ;65aHd05xhJz3XM^Sr;P?02|mtUvZ9Y}j;@q%xhFlmb;zd783uAsl= zEl^`)#w6>SIKIz+ntq<3Kia{VD6b)o$J&DEI1iqFc%#kjVp~tX5;wL0oz6jmkAA3^ z29?Hi6Qe9QJ)j9Q9ptK>!-=~oTv|E8I~EHG>L}E@a(KGegnx8_ z?8a|vv#B#+b7cy`8#X!Gkgo|@5d>B!w)*=U{2k4WS~6B<+3nhxVLDGVEp-$7o1Kp!^7;>f7Gs!E#0%Ot>_o6| zSNSU)4-VYoSpaEKS^Gob%*DN;5J4A6RCs>+!pT>7zDjle_*m%n*?wJFCEi8L2*VU- zqvOs8TFy|g22X)xyd54}>900D`&DOPTna|5r^C%kdswYdvi>-YSNr%-xS4Bcmp;-} zj(Ww)!+HL}{j)78b@BdRTZ=7_gPs5#nbm!{h zE>e#rf$b>jtFCU^XuBYnu82TPV|}<|ah#}_ubu&HEM)Ej4Bw>qU4Y+&bY;X`Y8Kuy zInR%LpJYxVr4^s_qC6CXw8vFJ8Q5WKr;w9BDBj(NEp2`a<1WAGagu-!my{iMOD$_A zH}n#u2aaWBbMLm?C|P%!Ys+~BXPyWZYcxkA2e?GF1{=9Gj*(D*?yyW{jY=kW*)C_0@ENk4z=V-ee(kA_l%dY+oiq8z6;u!B0 zXf7@d-TEA5jQ=LbM|$u3&R>*T z%rtFxx!a6ehiwVmT^{rf>~-#uOm_+^*#=Ux=DT1zX+FkjaHG}-4~>v#%rDNnmUsI7 zNZHt^L@jg)sIhpHgBIlm)#9SGjMiT#{Y~C5ngqZ4yQR0e4P`}BD<(GHL>`ti4LS~O zGY>Jucfqf8o9Y=*4$D0Wau&qv?#ql)-?|6OB(T0Q-)vPcQ{mJ4e56Rbp4Gj+P^2rz z{W|u8*<@Tg!01!Y?swWyu=2hje4{s*aZ0=wb3D2*y7))BA<*xawDw30$-&q7{Fs9V zO0T#|Bd@AgSG+QTR2{QX*749r`sMn0ydQ{;W&7mdKNw7}I@l>BCaQ3eXuDBtqY*89 zIsP2rvHD9onyUTR_AoDnsDC2&2cJok`nTL(M07_IFv0_QRL!hlIyZt2t2Ad7X-dmM zdJqTsm^>^44AoGtvH)Yiqv0a;Vd={WNR2f&zX%Ijc+@&t z^|hP|T)~i^R7!VZ2O$VeF%<hjBy~2Vpo#CH^Rj`<{>_Ba&={*7^<* zFtpd9A5pYA)XK0%CR{GRw4)t7=;`wXZkqS>H=5TUXR~|7UtMeRlca;gUD-*}jSV@Out5Twp_76+?1LNYI|=6{^nOkZro4onoDWVLI5 zveCGK6a4GO$Ss0rfs{pb%M1 z{2k}>30a>4eZ6)z_%$+mMNVvg9+= zu6c!Ch(xm^1;&zg4t*r|nBw$6HN-b^1GTAeSr&S&JES=0snMY7^BI2m;5+yLRAq!; z1e|b+xhlR=k@!D6_%L#aL7<=RXTe(B7Dd2DjIS4%kUkI6L5BUX^-i+077!4ElzlEDC-h1j-_d?mvw(QWEdY4ttu@fQKm*OZVSPIyDjbpKfs`q7P zSswj_P?hZ69^_>*xuh#?TJeWkbRW&--h;m4@tv^HBy#+@<2&^Owt|pv_W&4aKks?9 z{FF(ZelePoy><@OWe(QOJ92cyE=3qsp2vRULvTxND4pV|t}OU#v?Jf;TA)BsRdmX< zRoSp#-RfC+a^K$-B@IRDEd8>Ezk2XA*?E{D& zhw{9}5xZ;@ZljfOcT@AnLuPf!*Ub!JX5nQgL!2OR;aPjks5ce+`2UVyu6Ps(V=wg3B!>yNje1TUCQg73glOmFHz9c5+o0*L_l@geJue znMxdz3Uu`6iHN(qbG64wtF$as%MQ}QOU>psao%~0d6IMep_6Vu)drB zyfcF`N{Q0CgakN31e~{a;{mRqpdP4>4qEGo0rN1B`LV6xRDePNB-KMJ0}X%>0m{fY z)v#5L4X_LcSZ*cf2gE}{`nI(;3IfKU0N$;EqJUNyC?LzodMm#SAcq;$sX0tYcNp=4 zy*rK8kc1r)afWumU0cdt*-x@Mp|Q{ek&gzwuYeu0(gcxnpr3DuljbBEGRpQ=XVqu# z=QfhuSn#VWp0E_@{zZPVSY9nHvOzwTLP_J}x6W9C{G95u9SU+Er{iA+@=_bk#R)tp z@-&y224}tE4UMV9^g9NS)${k7i7uRm!_Y<~NlTMnM>@m(NF+E=$hEO%YJ4T#@2-EU zS&s~dS8Y8%91yI;Gfm6Cv-ue5D3Tp>HD@A| z1?EZ7#g6~(1?(w73SHFgs&bKXf@_=Q8!RQ7-;wnxs&QbgdNSxhc2#nx1Muq0*#TkFAq~Qd^W5(q*&4oM;0pg_<;Tzkd|tTT$Q>*Fb%Ft3)N3~g_-#U5WgqCWy;ow3Jq0h3x!NIE}1|EWaKWYvo@rf zReNci=TZb&e{cwcl=Mb7wi|A*IJH^zS=Ztj8bU&0NYMYT0ZKc=%u`hux^slk`ubDZ zs)$k?e7u91n3V47oY!I>Qt6pV;ZNdB8R8WGhOLcYW07pDR&TAZB$4-14DfYo(~fLe zig*}y2clr9;=p-1Rv(4T`I|pWgt{A!${+k)5a<$Ug<}PRn!gmo<#wP9CI6y$(>*3{CbzC{ZVn!uR?>iEK*rRzQ4@QL5nI=VMqLR{dZsnN$9T)cGQI|!6Tq7HmzxX z9RR6$ME!5>v<YM|oSL`g3%HB{Pj#+aG(&xL{ zy8&8cX6NK4X!7T^vKep`xx)0UI!XR#q_^{P_a_Tej zValMvEF%MQ>n9C=S>2Mds6#v&max@o&>JDw=fG`Lpk9ii&)sHZnS>!$f#jnjCF(hs zCn>T?5sa=|Vn@yI{M8BW{Ja@DcF#XXbsVUKX`DG{vAMZ>G&LZMvU?nLPT4K?SyqkY zv;5(p6GbL54ry@}G#a}EMU*mp4l=oaGhP%A`MyI^5uG_n8QnxJ-o^|K|JCWvjOA3o z4(DL!2aRI~b`@7tw;~qv3U)53Xw`{rmv)9uM4^@%uXdfIkGD0yAHqL)tmOMSU7XS3 zup%}$vS94oZ*pPL9d2U@$^ZUa3JXAU9XhLjxLECKPs_WRQ zM1B?FOAd&DfH;5WH{u=+1a;bUy1s>GdZ%Sp%M2@*gxX0An`yHrouzLMER7e7OsB2r=e0fW z?Q3JAMI|0ar+uU0jl{8uoAJ>_%DTcq)y_HEznw0o(9ZmV;eUtz8;wdMBcC67 z_PnA_!GU(Wn-wD|C^s62g7hnc+S+_0jYgx>0cZLENB}&o9XH^VGC|+K@_r4Nu7GI7_M<&E1Kw!}?CGP!&B&D?+;wCcy&VlY4 zmHKCvdtAR;$K>_=a8$hfFH;GzC20z)B0FOQdfYIH?V(MOvoq+i|BBa%l_i&Wg7A|-|>4P>-BOdD{n55|Gn|;E6nDsvT148s#HE6#nG(;ci!8`tG z$(+(a$OPK`S8^wlYD^y}TEY|-NvppHbFJLJDdLj6d z!k#YS_qrO(W9EZS^F}-m=K$Py+PTh`BizY!#x)DSM*SDVdj8AG3=o7@{qv7Jk$d!snD=#x;J)urI{RTfuEh*0vTJV>OOzImVs)!r%go=l zC`CfKBwk%}9@G87+M0Tq6;ZP2v*x)Lj>qiU@_JA$+G38Zy>(vYFn=&0WOG-2mD-do z0}M-EYaF)d9uo7349;G~YM-_7&m#O?v~7RlPEh_L{OFr+3I5H}5c@9I-kZ$gksu)H zpcC1#!E^(1C(XiM@pKF<%B?M{I+3Nt1?PCKZI*T-$k4bX2&%DwAeODgDz^_)AzL@I zYuGzm_ih&%J7NmQln@yQFC2BheF&xp?s!SiP0IgJ*IryppIYE9sT5T-RQ7rjGdNoo zY(<#MPDy!XEypLmkL>y=XeK0Xv959db|Y6jopuYF#L(+a-%Jp`FJ=XUWz!&nmh~r> zI}UB)TD0CT7LY*E+=Z;9y2+YPwa@c%gK2icPAN{F_;B%E<6JjxFZ7}FckuKfcyhV9 zN388gds}WTD};3hgfH){_C#}DH481JjAC~;j07>M6GA2dv3iljC)`}c~#YS3(u)>=O%WO%uJJ*)_0xob)^yMjYW2r6+J{6 zVuleyaDDd%(AQ2!_g4kurlw+mw&Trw_f+6=baRDv@Zr{0&0~JFBN9Ju24^^`o@Z~t zpBh)y2NHxU-iq1-x=ZQ%6hdsg(!iTnmL3o&p3BB5B?-jRjFGu^zk)R^IplY;DftU@ z0gf3-S@jwJpdIrmteGjw;ypp=);iS3v7~`{dv@39%Kfpah|{7^DH`$4eq)(Xzd2@^ zcm7i0KXp-V$o$m-O0my{@P$yog?Kw>W!?(XueO3IMSXLQtVT!XL$HHHG#8YjG6@1} z)M!Ag28J)@Of2l2%?B9S)w@&>x0b!dGupT0hFQ3Rrw;cve_Qn~U;gP?rq~dl1aDc) znH6@bXAY!cAL^hjJRprROG$Ns9wj zKWGV_=apX6Tm7`Ci^TOLE}|x1g+bgz316JQS7CS*mr}j2r{`;hhP3}EeVY#n$roS5 zO8<8iD&F{yfzIC?{aApGiBJ}quFI)5XKI=4T6y-ei$*hrW2Vy-8+ugyG>)XQi+Fx2 zdJVe@;mXx*7dOK`zT-DNck!9+=^y`>jChabuQ<pZ1Beb8i5)Td`?=ab5R{_{R>c;Hn_TQd9=xP4>$h?3fb zKY)_TbU)#yo60-s3SDZrj{itR0L6V&UjEe~f=veDJVT`$j+Ym@4h`9GrZg;jGv`pS+)R>@74v zb^y^Q3&&@pyxcr2{Qp(;$;!z?#>>OQ!UO&$1Y~ISq6NYNi2p&ic!dFo1Fn$;;)0PGfNbCrS|AhH zSQw}X?qm3*2QdP%TAvw!r2y>D0sq$oc=-N%0^HpHnLslW(BMBz*kIN#K&1b0inT^D z1Jj@ZeBgW@AYQ8=C(r^2;A;KMTtfo5{=2Y(A4m-SKbaj7U@H=g)@L+UZCP-(0#F!| zn+Lq102BZkAh3c>9D(?$szBUU4MkunB#f4hf`YUh7*ZLS0AK^BDgz?`Y^|i_c`0T_U^8GuBQF5PlDP?uwPg%BEd*USA8Jzjiu|X;5;mAycD`m13WOI~2EyNou z%C&|>8My8eZn~nf4aF+Vf~)9LeExs5*}@6_}vT$2S!#0qJhLvLdnpi9nd-miaOTt2P9_NNOKxarNc02~3+$!CEb4mu1Morg~TrlUzX% z5%xLy&tjUliX#XluE(dtYKQQkHIoK6iRGVlz6)?K%M3k$xM-n)G=J zP)n1@*rR&@th`&Cf{)aJ8j$R4U||hl2_!o^n9UeS0!GyO)XGdXARky-6Nuefstq(k z1aa{3i-@?nyIPnyAb4jPB(OXFVndSh$`$9WqY^}cgwjo?mLN-Dv0MYuXlr!UMY0r7?fuI9J><6z zZH>mI@`KYSew>)O-$hNAnF%pe#O-F6~ zpQhEg431KHKcYAWDbfX?pl21OEJEnq^qNFx@=6P|OdZBy)?qrd9Lm}_gGtKx%vnp3 zTZGCawhW!ZSw$`%qWrDC+7rgh#aSdY{L%KX&sx$xaQb`8#W^1I2lsIej0P690Mf!J zXei2y%e6XK0C507K6XxUm?e-E$jimu+GGhlM+9(ZtS|Ms+^~WUFZp()b6=<>)pqo5 z1{aS(h?(epG3)}r_}^ZAjUbPoO4UTqXStA?djd2HgN~yqVcghyV^Kdu-Z6U+Bn*{`+(o= zf%w=6>}))&rY5ciA|n48g_Ef*0w)L9WdKP0-^+W@9Y_e7iUQvK#Kr=?tI>g7Jb-jC zVlv`#%F^Im4v!%t;zjr(x&0%s zXJgAgh`OtKb9kM`MIzgrgTgvwRb8O0Pu!**3s0QhfsQpm8=p<|sDnZ^UPasf+g?Fl z-fDww!w8PCWR;5=EV@#bAZ`w`?%hxR(NTV*_v4QbVgzV8G%1z-^wsuJke)=-6BV@x zHF|CdyNi95gLY_r*6`oFo5>ounebmf*hT_~X0eJZttS=;ZNumGFeq!8q7OA}Z0K*g ze5Z4`-s8VACga$SJ=@3BOIFU~0Tu9bOIeu~3G93h`!Nb<<8zYL)zp&8W;JO3gzrVK zc=wbnXb&9QGB%4hw|obwfQ%du;%wY?1IKmuG{+atkTj&L`>f7>Hi`3#e^(hEE?@9_ zET+H;5lHC3TPfIkoyJF##_c`oPsQ$Qs)rx^L8dVPpt4{v3{O$Ciz`Ddpr zw*u9dGSQfPfW)S99csv1+vaTWG)Fe`=8>)`B}0R>X8w;d)&~!FFHnxdMc>87hda%Y zjW+}ej;0)DnR2FH^<;}@XJc$<<_)8Ysp(MB0otlU$i5P?r(g^FB#K=wrhQ%rx8v&( zpa3su5ntO)#q#HzO$r)Ekw}LMks~RHks-pl7ZPWr zU?B{;l@RqFRtWGA1!B2U?@NA_AsCUy6I=`N&|jLh){jo7NGAmStc_(uogVqR8$nl- zCo8aCA9f7c9A>2_0=|0qY~{L>WGHpP;0bz$n3Wq9&i6fU2!6z5JGCX9N#{OBsm0xX z0BJN~VCu{7$g3xo80py9uV44C@Zf0sc}FqBG^lA0K&EHJpqCk+=YJ9Pt!@3McBGqq z6aU(+=5xQeJcSn`n34JecbR)!>=V0vY6>ER0*L%^$c-dY4JzdiXJk$6Si9mcxyI^Q z{?p)e!vrqg5s5R^No5$WJ8#AYdrqFy^w-On zHqgd_n4E=MPzikPb;M0cVohY>!g?W*Bty*cPY5$cUv4*Sj?XBESR%};8yzm5DWBAi zGS|&oQ*jV;#$|=ed0k$OO#K{CT_co$$c+M7<3x%A=~-Cm21 zKT&xu!fpoHl&Bpt`3`e#$ytdkMiwJwXo8%yaFha91KqkwjELqbo+j+2nFOLrj3XpD2LOl^* z1qC$_jRu2G6-5U%gj24m7g@3R$Dy)Cq;{!CzIn0oZ0Bg}(NlE2N3iQE@KJCVn3&S| zXn1Dy@li`@G6BPe@gvOOq@xdH_JTB@yFZwKaWe_n(^DmDXGQQ+o$OadNVSyN@;5tU zOCXNwAaA?jmS#u@lP+dO+Qh~s**PY)Ij#!`*>tzEDjoIYBqGkfID&nRfVF=_sCT=M zx_d-^h${MkT5XSXM7@rQZgflAC&h0++q9WCH8m~qg_co7Mt<}I4VZ&E(}H9{o!mX> zJ-f3#BAzVyY!eN|>loS5mz(Xfp{t0PS2C2W~#QWNUKNjejXX8LK= z6YiGuoS{0y6XvO$jcF;-jQfLCrZ5~hiUgPw+U)rgXqI%G(e;*wR^FC;oFVll_UXK7 zUN*z{oHXe^bUMs71Z*~*k7^V%ooflsYa+Z4QsX@F0v!>`?U^!7qt?lsLXggW-B=+aaF(dcy+yWjT!@A zUP_klySTSU9+9R=+1(}o!kJ={Tk73!z)}hj3>|7-n{vf~3;z#iK$yS7S5Tw+*mAUyjRIc?Ey~e>R-4;}!);J6 zJ5L&BS%`z$!?idk2x4c3xfouD8a2Lk&65AEdP`D zM`XZ4SN{(J1T_wjk-2H+3iez+_{hnZE(*3rdkyx}>(%-$7{DTPf3xetVSU6rfzaC_U!K2COkka4ZhN|H3z=M|u|Uif6su_6pI1Mdw@h9{%*s6*5>S$1(N$Z$k(7 z!09HLC6IOG3m$858T&*(cjIE8g=CtNdUCcyjLm;Rr8S^>itXxS(SdNIfwS5rcK(D(ld*%ft)DegN5!V zme$S(TaremlCfk5@x}>c0;kx9G@ zu9ekAwTFKO9KQAZI~<3?)O%#4n@3FGcKJz`%>S)=y#@bR8W*vZKYXIA{0MLt&$*P6y7aCz|4*&4}eEO!u`xXPU+JSi^hCqRE6E zbIAhWh$FV0l|3xto1$APBk%k@ zx^K|zG{7yW?St+t3f&EK%MJAPa?3O6mMwbb^1b)^SC=(tQ3i*h3+};3eP1HB*l>z{ zSg>tDfBy*vaDuyd z5A-O_TO6(xG)V;}(CHzkMsD?jqoDURio^O5KLc$j`xUL+JMKn53W-FIWQ(rLJH39EztVmf+$KdoaV(ExjARVDd&$%eo(>M#+|FC%0Be6c^4j(G z)7OPAuMO<7;E*!?uJd>L!)M|u{uLTL*m+x5&HW&&?v#KJS>p0LPEy$M zmqMP`UWZ#oLG!K*=jWLlS=V$pA{WhAe=BkJ%eEO!(}nwcM(}86l=-Q~gBQKVgI|BX z%zC?tnSyQBK87}WJ%;9f=$P(sKT|LAMv0gvTJia1xdrEeGqQdv6?nrgP{EqMJFxZD zndxd!XQs%>KvGC}JZOH(D2r4rra>XF8p8U*&a=3vcbG0#n^^<4??xB!p!?X^7j>4+ zN!yc@o0^kR7y+4}%1&2j&m*gC2!oZT_(;_f8XpLr5d1P8r}PfZkIPN32HPTvfr6@M zxYyr-L3 ze5D4;p@t)p)BF^txWG-`hT}gVbKvJa0<8dT`4_Z?_YtUEqHR%$uHZYce>Jl1vi~H3Qbe4j?iJ z={sq^IGiy-m~1wP7mbo?Q`OSMA$(qGZovf;$^ukb{};!a4oJ$*f6h>6n{d2`ypD|~ z97oV3hSEg4y~Oba7F~PCW-51wWGZc=w+6Z_hAdD*a-LSxSPU(kAwnM<6cHV;x!vot z+n-!-ucB4VrW8T-vW2>VC1@cP{c#{)oD3-mYPB*`NRQpMbQ+Z#d%(%Z&T4Q3j>tc& z%2cb>Dz!X2J1G&ue>ty%@pbx^l8)Pi&09xY7E?38k~e>vhU0Pi0p#)ps~0C<=4pI~ z_|&vWBUaeUhRg5|gxJZSpM*B^l4uAX7B1N*Mj6~#w zpYJ@~*skl;{$m@zg3wc~+3d9QJZ?a_afq9!O@2Bc^lmd5OMh^6{ zsmXK)>9#RCs1n3MvI^W}?j=jJk8&r&fOC}n5qhSK=9vidvB?s=q{XdlROPk?7n;#g z<7N^&GWyYMf3!W-QE50L-@u~F?<6U*MACbo_gdwVM752)259{SHDJ{(@&l*O=G8ze zw8t5?aaJ#+uOQeVW^_o=*fX0?DN<`<=$FF&qpTWOF|GH&Zh7#%xFgU27JHYYNkGr ziXIro*W^K6WBQFP9dfTW_mb5nD>Hj68Aj}$IN~InbnID0St4X4sI!wY*i@^q$Gs1e-)oW+a22$ew;t zZYa{Ke^q%xVoGW}M04Al;`UWHm$kS0wJmZaQeVOeW9KWblNbNO*y!lp%UZCj-{WBi z+DoZPIm6@oGJNmHJ5P|Ae1|y8dnfldHZ?lWp_yLKp`jmjEWROj^EeHhmn;J(GEGk8 z*hP)aS+b=GXFRykgh>Y_2X14;v%K3<9FEKRe-mM+q0Gcdr@sEOGo)ErC~qjQ&8^U8 zXVL*DiHk0c-M6o_QePX_VR$hPPbe*4`tK<-y!SKzO}jAAns|V4(Ltf z4S0kaVex7ik8hvrz_EZ99QqRh$B}RnLEa+ci68MpJ7SN!bgfX>A?zdOm2-Xo?nxsK zIj4iN#3Xfcnp&RWy*4eBPIQ6beVHSfe+@i&<22whI1Bf5e`@=p`P9YcYj6gxM|R9< zTbwf;KBPoQCX93OzU*7G4LFZ&{+r`-GPId;T$IhL!6$wTeKXlm*3eLO@PvNn=5qO~ z>CV)z|75@$w`ozZ$pZf@`=fT8`OgQun@U5p5f2-%**L5ZPAzCZ!a7mhhdkNTdt3ccpP;pu4~p8oO*Pk5NM{s;%jjzW{NI;=5(CTJD5F>LWFR)v8=+H6Xmo`_QIW2suI|j1+exMo(D93B&;Hx>K9SVPU%43cGnVFW_M0jPI4*NR}Qhe zv%eO>f9GNP7rWZG*wsIP?0%}gXAt$R{yhwzSCU(J9k>dkEJ(Ew(kNpudUcX&I*#p6 z&fIN7yn6jfkeFirqfr*9ngqVI;T#~mFX}#v4SyY^i_xjeP0qLwe{_1PIdlK;NMu|8 zkF@6w?V1NZCyCj(%}W9kgoHaw%2vQ6*x(xN$^F~UNF=vTo(UK>Bc*=UC5#l;#83T97VW&e^FX`a&AvC6wCi`_v8msyoFjGaHR__A)}BBt5!h@aG6R_W`U|Q zPL5{8%t#i2>9uhanN7@yxl*ZCLl&njhCMnh==TYf2-wTG5^yQ?Bxl7>airuaj{FWs zN-?d6<&FMzf!@3P1O4~!JbI{U{}BO0h93$wZ1)cg^-&xOe{X87Khz}j5gEQX`4w8~ zP4hkaP{2GE*Ya6p%wv|iWsAb2Ma>Y?CML-z0qdwxGVSi1_sjX+m5gC~rKn4rr ze%HajLlwTj#cW-k+Fwp?{Ik!+sWk0_aM1%vF?LDuA}-<|kgjR;&9hi!kbrnbDxSe2 z-q3qyCu>4Af903&af}pWul3Q3&(0ukZ$r?LK6;^FQX0fZ21z@$4ZBTGs7mn~{}3>P zB$E^%=@TabQDQPCYcTPVK;P`-10kX$Mju|6P!6bsFX2ML$VF+ARPs=qto3IQ_|AsLLwFC zX|k54AO2KUgwpRWcfvysE$psRDK($CV)A-pV$FeO{qeRSeNe7&^mtdU9=HeXA1s`^ zexbKQe@=o)OiC)HjX2wQ@g38W%A-e6z+s2J$Jg7MCEwrxbT#>sQv99{(lFX{E7%hz zdRfjvPq|T7b^sc=){q8ouaFS0X^+?85On_bhsPg<|3s$M3xBTv{2YAC-B@^@$cdS= z+q)Z&B2Ogp{?~Y#<7 z(4WO1zx3Q%Oj!D%5HU3xwj*=Jq=@%P?im zLKsbk>{wa)X@I<|zF1-lJ!6LcI7={kA#5xh6v z0p1(k*ByG=5f-MDxSNJ4gZPlw6;k_6RozdPPA$+Lr8YcQRirB9ykt8G&?$zVfB4Ia zB3<5hbe!jKnT*b8_DKmrZf=B2oerD0rJYbvS6Y&vFO-x+F|-3tDMhpMH@LpjiudS2 zZ{lY+O%LGA_>cFUJ`CS*Po}jK39(%?Z{oW853lQL5I6HkweMb z9Ul7yvh)cbQxsZ5w|Mipw&u=>f33^B;}mOl3S{8hJPLCRvBn7Suzl~n@P!WUUEh9n z?D&cLzLOrUMT=7g{F^D!*645Qtr2*LUrfoFI0pF@lt&8gI3Z(DrI z;|UF&`W+Ts0xTg3M40d%HJ$Q@AE0I1$7NTW1R`6{JHV}uF9#(V8> znZ3YQ2ELwKc;6F4UCJTi56_CH{=o25lSyGrObJuTY+$xBpD>4+lgu~FHRcvWSdLY& zquGh7~rf%n30`=@U{6@w0+MG?{v1 zf@Y~MU1!M9X*GXINj7TUj7idI?xUJ;|1~!yDb-}u88nMhv^qm_YK%dbJP?C1^)anm z_n3|~4$z6Z)elA7vBIBXxmS;DyBBeKLtLUR$&_f+rzU1;_35dJF& z`Jf&jU(xF4`Zw`VM*9vX-Y^T>3JHMdwQEe@Mq zu;&10E`~xI*c!6b_=}W%QMzgG594yzgH!c|cN?q+dmTqjOE=rZBaaMcD>e)ERMm3t zR6$5nOQ+;%c3}&Z-(t6KRu2R+>Zw3JRtR;akOACsZ&NAcJ};1>G~!T4NR1?afb@|R z@?}X8&>*loLN}^`nOrYm6h0vEe>miRed1x^t4aO%k2|uo`(rAwrEUR zu#RY!Okc6A=zj5vt8A4`Uz}*HSKYzEr*S@DI_F2b@R5^R>ZDd0t$^1ObYtVnY*q`+ zRI$TaZN=vzAp(|hWUJhNp4zl}Z_>dvy%{yY)s|P()Y$CiN_BGG%+8z>)_RI@7l$@E zbioA@x*tOi!C5#m@Z}5WLjF*d1FC2mYOEE7C1ljv1qrI0Bq)Ma{~OAseysww!ATr` zxS`SkP)luBl{g6hIdsEO4!6o}-S2ni)UDbY+Fk%$p|z~IsM1z{WmBVaC9HHuOPwx< zdHCu({qpJ1t;w0{P4Sn4K`+v497^l ziX6yjb3*F|m3Ug-3~d=E$jnyxxs3epC)@ZzuTn|vRherE|NGYuI$-s#`Df-ML#AL| zI9>#imd&{nZ(|sL9=?QuSFY^cTV77Vl)IZhH`fMcvx;0N#{#8jkitM3`GcgvD$>MoFrASr-2CjMh?#)fm5f(#MrEVHY-@U!WyV=bU;&+3a{g_ z-^6GT!|0a#h@P%({4?e5M!YF=+4$db6hIM_R*gq)Iu2igYTA;=Be4&}a1du56n!uV zdynC;Z_(#_WE|xV2UNJxn#}`ST@V&6o=H4NI1yeZ`=iO>bTXxwOa&4OlFxo=D852& zoF^eS$jDoNqic%o!Uo`)?&E(PiWq%UCU)_C3n_k|_r#&(6}<6h3<<%JL3fL)1$#Dd zxy9}blsT;Gp9y!F3_niPbeA3PB7Go*gEZ?M$%h1y-nYoG*~DiuVFY)}TisKxv1wq+ z+3hF4yoeqcj>2`^zYh;@!YS1_6)==$<+I0G`JIM;63L5KXrVo3<4h8M9hqaOz(Mu6 z*uGxrS|Eoj&{Dm-y{J>%zK(%kVJP4fI(`=3nJfiM>zjM#bA6***(2w~OXp;+$bPkg%p`$CMuO=RNJ}wGCEk`d!ghTEtTC&k zyK?e2hLQ0YNuMwrk8i8QyN~%4dIyDmjrY8BfaN`ZrL+PE;{`8+w|4ZXc|@L+Q5Kwk zMwSC7-S!sOi~p*sc9cV9fO~hA)Jm&eLzLn^Z+s4Z%&oC?7hlW1w6Y`TZ1nbNT!%Lq zjN83<66D@yKU*0%y?FXl-p=&4Ztwz~K zbSN8f;r5PwbQX5noa>S;#YV{GlAU=QTb&Ib9$2|!afo)@>}*y3@_4eNhzzEs_w1*b zyLm6)ZWdGVMezfCQO0{7b0?x(P684?`%2w+RDSxSeW+A*^CUe&jscxfZ>aBo9hJYn zHkv3^5u)j#An&`Wv1*jbC@;H@i^33*Xz0iu!}}?_=nMj&&85HMVRM7`QbZ zIqjP|ns#(Ye7t=2GQyHo%T?BY0>VoI@#qgsBQGYC>1&8OD?ExUnFjHY-Y(Glf!HM; zZ@Y7xEfY`4@I%)e1$K~U>z!mLohduXD|IF>zdkdan)INt&>=FzJwQ9bZm-=a?&Uo* zlvND_lewX8WK0b4F za%Ev{3V58YdIxw^Rr>b~L&hs&K;lS-a&M5LC{lG@6qF(e3IwEg5|WVKCo_{ay}r|1 zrX-n3COwcs2nj6+fdmAp78C?oS5{qg#a;K@c(d#OOoDCKZO`|S$pa*F?>*-&zw(}8 zvxW{~vDxeg7Oz~neAevHe?Oq^rB<+=VNPGcv{5NqZ7=qn_M7HEPz}xzA6Fnmu#o z+^B_V@!3hcW74Bm#^ff(r^V#r|D;B(&Dfn3pDT`fa$aI?ZsrR!e`W}U!s#(-Iny(; z_q;T9T9hy;H!aWUzFOnig*+?eddjNBN(EAgqhF_|&hxk)jpaY+dYF{zn}F|qj9`S^Qx zVp80|?-P^u#H6Lge+*tVi^XESvM@bkapo&oOR|^dyqYUmo+peE#jX(VUYQ@aDn2@4 z^`13}ZzQcvUYD{ybwk>`mtK5f{$r2wM)OCF8OL7m(D0E|IQj4+lUc0CS<$T3tVygj ztjVl5SW{SQSx>Omv7ThDXKi3T#oEZ)#9GAK%v#KPhP8$De+p|lYb$FBYX)m6YbNVe z)-2XC)@;^t)*RMrtY=xTvz}wEVEu-*lJz`m6>B_;Vm-_n!5YbOv-NCX8`ws+iEU*5C$J9>d49;BIXOc|4gEf>oSVe`>jOuL z-w!wQy|sL~99@I}`>Lm1`8)AqXC;%U$t48WoA`T!S1G2DvG#WFm-& zv`xAKsT9Og2Utt}MkpmuanC@9&H#kX1?5gT6t2@d>b2CWzM(q5#wZ283{*OKA;IML zzrsV?f6?#vF~1KBr*Fvo^b9{6&F(?5JscE^4)KiEs$(sU)xmwf{Xn#N(ssWQ%W#G3 zDS3{%7_WOr!=59bHK8Z07L8dY*K70DWbWMf-Elz33Ji@^u6nD7@}F!+L*W$Bo7nmC z>}@Nu#iaIBY{O1S0f8t#NxY{h8Z?B)thU(=e}+mc={r+)stt%rdqJ8&7N<<5G8mRd zB;BDF^OafBZJ;KKTvBg|$Lh6{MvJ4#;;;BLGMr8xT>F6wXx{}6y$#j!zF2u>CKJg# z#!O-+OgsC^9mGdGGzm>084pv&+nmsL`B3m)?J=tJT6gsUAda@~Ua~tcDt;9eyKG$+ zf8IfO-|D=&z8Q7wV;^z)Bz>>*97@pXG$2!uOP^2dUAJ!m@R?L5m&srx%!}y3iD=68 z%lnR=rhfNM^X$iBT4$T-$f5`La(aQ6jgG>ZZnWj<10wIxsNM}&E+#Vyi zse{}Abm;;>;F2kGDItHm)@Cp1L<_8ylq;hq?l^u(7z#&EpeO#Y@%)0<*RL#+Qi@}7 z)w>}ba*IUqI0>tMkpyo~dC&bM)r`Z*40O9sZpgw`MS5f7u(U z?DgBXZU^F3>20&gXg64>@V*mJ*B4gD?%VPq2hDnyCr{MLmH;7=;TpAqpF)?pXb0Mi z;!zHo^xR*Wi4^lLS0o3K%mLmrppfc7r75J|H}M=TX5;=)h`68M-o%ibh0LO-m?2a~ z^2+#zc!!@c_#O+BGk>bwO znqBzvFeaRt!aVup=`|PM>}abDPzHTG^OSs#JgpG6>G@I|Wu;YX^OPCEL*3(gp;YG` zh;q480fpOelr08>$xZ2yiKos7U6DwTv2)ipAYyY{dQLW=q2=w=zRQQ3fAJRHcF$Gl zwZ(cJ4o@ORgSYBXO9T5*-+E5p>!^@tFqv#%CM+5YE*QO5OX~EXlM7cfQM;m} z{K`%*p}NSgxF1;a(_|o5rcpYLUISV}Y0+982AjuBodFJ)1E1C{$36Zq&c!kO3gzNe z4myTD0sMGNy=ILx+ zi_vbhQQ>rq%zyein(_8=|ER8y)yL8Ft{s<0M|_7wXdACoTcfh--I~q<*h-{kyuc87 z3rr`4WSiRG02M@_$R!k{=kHkEn{XXX>qJA3d!aU^k<1R}e^}PLh=^}9t-BnZWBg@T zzi2;Du*XU6)Wz%b%2f_et*gB~{@{FObmF8~D&jkM`Q3s_HIA!0uMQR0(NALdyh&Ho zbNY&ZiJ-q#+l5VWmHb_}5espBCo=*joslwg5qAQ5>gt`~TgNC@d_|@WEMPDhz+kjD zS;~CpBJF$4e;!-Cv(;!iX&}s@R+ND@U!(&uwVoRTJB=6~;QVIiu)lb3iYBX zqBJUg?Y!L8K)l2}(uNjZ2%=~1qA=>MtDhbH1S8C__9-(8Gy*94IS8X~F{_NLLyP?E z-d+ycPEXQibX64wC^wbhWS+oJp6r+T zNByM-E$$f|aSeTbn&)17L=uEX2nKxnN}Jt1U?K*IS6!$f#Y@E-cH^7CUU#L*>1?NL zHMSaSf9(PEe59=kFVaMKCC0o(um2|3J#DF*Umvx zhd+oLe(@mqAD~xq=%MttJlq$~cYvs{<5WpOe=8P*QpJqm3L)1h1VSOjk+OsTEXIAM z4$G2I`8S8ke-ZEnp)fkZQdVJvG7630`k_MS2f}{8{8xg##0VC%4@WF*Pyzg<*VB#0 z-R98S>0!LLQp}1RL5@&j!yQaI<<*(6k%)c`NfMq(Tk|OtB3a&8f%0flKFwQ|S6B4C~Q9r0m;XclW&>q})F`q6^(U z!>fosD{Y1Mq4Vw9OO>ZvP$cvaXHu>5`zy0(NXNj+ASvUSylok)5_WF{BI4#+ar>b< zN0YgfYDe=den%6S`S(+p6G~wWGhZXnf8>J{1dx*wuh&VX1^KD?%C33vUTLGPqZ2(u zl{5?_^j9`l^~wI`mcfLoAuoR?wT*d177OvjF5!RFWL5jzb(%AE>Tr-&!8CDk)kdCv)FhX%+)9c|9{)FhDLwtJz5HL!1kNIv_e7 zF*yQNu4F5f#EdVDPG7eH_-e?8e>``y&0Y^Bguk#vl#`X05_4E|@W{T_0|C;v`j`+$ z^433cT^6&;fB5?0`+aug zbE@WAf6Z0ORcH153xK%Q z+P44a0I`J`4aty0OuHyJR@dxkX(A2!u!z4Du9n3mZowOvEAylM*E{{}whKt`F^3*Y z59f(M4n-1`T3QGNgwQJ~57zkGj%;sP%8bTe6Pd@KJu&YdhO}?pR_qhCdc9muzW$qO zh4DZv74#l!D!to$f03#_eB#7g;D(br|1Ki@yH^J@c=WsNobRIOzw#XWjLs`Slsj++ zl^~*+;oNM{>!k(#?EZHn7toiq6?(|RhGyii2yy1oew$=#u3(v#ua)TYu^ut|yNo!c zN4Op=i9Lfp(;+ixsANNm6`H{bI6R1?k3<@{H~+>qE}2o;s)>F(WZuD zoxR7at32Mzmzqvv?`2njPN~x<)nxXroV+Z^1F1t4%&W>TO$TDp&Y5{ygUW#goy|m* zwjHsRLje5Be}KHTz=xNPg*aFY$#Ltq?ueZ-J#y8`gw>$L7F}nx8Vn^i(pS~k(t@vW zD*f5zg3`Q3AinHI5tU}WRi@BuWLiqFdUZ}5eyGrv=h*F&LNUlNO3O9404zUt`~aeI zX!wVY-+~qA{f^JR-|=?v95u*gDjh~uauuT)gjD`Ne?zKsH3n4p&wy%%fUTBV<@{ev zOVxc$=zEjXC!*iuxeog3-!~Da5<@9gvKry05GHKJZ7Vhw0ilu%u)2-v)tPfa407yg zikPtejgd?;U8nTv4FbG@@E>)Or3d7?(Eccf-(Mryl9RVw%U8?vVhnet|4?jpqr+%N zW9i07e=824S&roWpGI0FMwKH}hbD6=4*O=@ciDb4-_P!R8~GYI=v8dGYT%;rNZI>! zw$o5Xbi}tUf1G)G8ng8A-bHtQz1`kO>wMP(Ro-)y#m_s4rhnnZx$mgYihmq?v=|&D zX|a;y0Q5TAVfIx}f@JVPy;MlG5=bK63U%5)wEKmT<)zYaZfqukH# zx`nP|s(S;AQont`k&3AoxaHq?uGkx`!9Zm-F42J8DUZ`g(jk8USp4;+t?eo*{$sJqa)rycTfaRQ=ron7shUg5n-v6oLYV9&3ZJnqLZrY?rdux zD0vm7Eei8?^NQ;-S~la`v6+#~cxLLvw>F)7^KiSrjEeY7Fso>tDtk{NKQ=ZVf2*%F z$Tnu%8y)sqa1lOuK`+4{AvyD+iP()k}B+wvB*h>1=rC- z9Vpsr#pI;Ysij&{uwvt$ov;atf1A|T2xgguH?JoCCj0>|S0n!0U%!jEUv+%|#Gfxe z&pfs;kuflIp;kgCc6LY4>}%}s|okGYaIt3aVw zVKnaj5zWwz?(!ZE+V?-AS%?KRg(0fv3raQ4Qn%Y>Av@9XLEp}IwS%F&f3Cc)v-jHI z_;GC%)4)3gPh%X_+(eDORG4{r&_qz{w@47iU zf=10~BJZcrWX+6CO$I_zWU8+zsdv>=m(ePd-Bt$W{C_8Hu-_|Ae^v;nCCn;SfvNz+ z{7~5c(2RX78S#4sE#P@2WrEx+K~{D^QBqS`U4bR}S9x`PvufCAX%Eu&aQa5vH~$*F zzEDD{l(8H2`sDM=T`{=5BA5plY!4Q6?mU`Lximcm^~$aywKa2UF|mU5z`YtY@Yu)n<(qe~SsHg>1WftN|OwfJ>S< zI5(Zv|FCG`wzcbkufcjiDb%d5(>OEPgR z3roZmIFi+P9hWijvi7lqeKR@qb6Cn*gGPtfY&Y)3_)h%kux5UtCSH|5=_O$}(^hPj zeI~LFEipPmf1aNonpBYe9o$^3_Eh3k%(6(m4p*3-z{=ZdH=5mMvK>7f=tg`XE^vcR zkZM7v#s+;%|2|oqPBsDf*@M+=sj4z^UvUt1bY=*c8AvH#M~AfeV;(O@SJf1~KDii2sel@BV=XbbThB%mhN zw8nKE3buRfWT3^}{iEE`6llnzjd@Ep0U<1Qww9YK%wEb|1_mgBo(+3vlr&c~@Ar65 zo!j4d2r9vUon1AXYP z&ZnMbzR^lmnUKk6hI}{=vA;$`ucL@A(pKtdver181E1KcThUXI?&J2opO|r#*}*}C z1Xqz*2SwyI?n+28>VHLWfmVZ8jXGrhzQ{KAe_@Qxw*NH|Bm0$FsZId}{LL-9yY^O8 zH2BEUy`HyzAuE3zJ2iR+Wo0;hAurJPcpdvhUo?mQp1#D}ccLNKWp*0ufOVExXO)v; z*rgL=agk=s2px4PWFV3|^k%9>i=DXy3X5{}dgemEI&ul!99DPS=<+%Sr$_lh9psa1 zf4PhBrGvW;%}#w?CV94ry59dcQyyqNz%K!d$?3yMyLQoCiiDVm< zJxP%!TBwuqHHE4y&n)Yd4zd?1jP~OgNQMCa|DA@Gt&d;5o7A32KDYp8!?qRT z?7rj)Khk09tUDjTZYkXrqRAT68crf2ANx zAn<1HbGytA2Wd1KaJv#lC{ib@UR(1TC6!=E&=G2j+G4--xq>j zg|UV&aVqUrhaq6Y7v5%40wL)*e=uV}oF25jXLQ6}G^v7DmD?iU2j`&UU}b}ILwjD+ zf8n(%9nH3Ssur=#<*rUk8Q&Uo9mMbbY4WgyX;2G6S6slCWi1U=f!^a4zE-bBrB`4-n^~!LHkQ?wTXofm(W^Hl>?GH0N*BZy6A?FC z(VVcK9yY!I0j*>JjtBa|S{<;E*1!SuqS1;XR0mUF3r??AE7gdw$5j#0`xA~HsI05@ zl7ap1lfQuE;;n*(7?K52e|OU$BpaPr6}yOtCb+|lax6DtlXFoP=zH4Fev{7QptF4( zUiOuF*gg{~DaaI7y+u!XbtO7qx>NKGa~v;9uh%OSjGOUAN+b#e6ca@y5}(;+v|34@ z7fnQq?;uw7{Kgp#&sz#DMV?}(JT!YF%DHA6*v)!_#!Sgw$}$aBe^9g#>gfmC*l%7$ zzr#3@NiXJ^wN{1l8M(fYl$b7r~1}5iqO+ zfwJ;aEO3-wGV>DLe-3pRTnT(iprKs%UTCZkg@)%JVLDHO?OU?aQ#Rm`hei`NgUMg?6+C8VzljLtT^jBU79-m6FN`Pm10P;(E5 zj;4WkFXgMbnAWB;hnURmPG-hm&^R;=?MFhA>1HPIygh+ie{EOx_BI{q0Ag=N#?yPW zo70)0lroK%JvDE|o)zhv61QPVmzo{?>b&ow?`_Nl#{10_0^yNu$a|jCz%1kq7B3Mh zUa!aLv65y-EgIg4tg}dvocWsF@5unL@*v-Mm-xKP<6UePQxa zU1;l<7B3K;e^s%oH)TGVA48=r-MD#E$S2R2251hB@H6K*s4W!X7k(DH+W!!`o7{=a zAJrlGq2)_$Mg9g$jn{-NLpPl7d(h85+?T|mzv)}f)0F8=1%Mj~ipBl#w-+LnGSFju z(irpsvTrUnuNdkq1S9QZ^U%2d(_#Hbu`6}w)zFLmfA3ts5oEVsIeZIgFLCHC=yyC- zcjARvA?M0WVkRo1l8(DdG*WH=$^HJm3cZ0oGNYC1ajDtX&sOffN<*vnMO`)aa*|~xooM1S2 zhPsEsgJ={O?tjohE5;4JGi(0Jxx|VkygBpc$rFKiMfld?gBAB0PErRhcQkA{foN8xA{57uSA_*#O< zf0ktt0Ff7MOvyZHDy^=x+JaQXca2$|q|IYsO~E$NuH=RDw=M-@QT*wP4sc^QJCA&O z(db)f*j?a9^k4OF-iaIFWo#q*W+Sb;5gq#(#}oMPN9<>j6Zg+|D7PEo!?r*R_nWb z3%S?x&mtMBjI=up28^@VBCEApe~`*B11^#H`<|_5x1Ii`>dUt|$W1TfF^{IsVEDj1 zNJL$YzK(`nN54V*Ph(DI?@M5(*JqoG`yUr#zzmBnss-@E}|d7&xMPHl4* zK|T=qQ(^L!syFs6r(7al>pX87yhhBAVP?&aTU-6v`4+SWjcdkFf1lZfe^rg2p6y2k z7%I-t{4*SSQQyLl_0EHIB??7zAE&niW#GDVSE zv_X-KH6X@rr^yUvBbGzfpxNDmrbeQd9q2I>1-SLTe)%fHu@NdE?`_T72{09yuzAc= z%uET9tLJSo&8-HkSJ9|De;7$8g-%b*Omcue|8|;xRCxuuSUEc48Xbhr_kIF(JY(KQ-e#^pts3&gU36%#8=Z^B_ggBe42kLG&>5(nXYpf6Q1ee87W@AxjrXF+K?A`5nFC1I6sWONBl>s!OjtPr=6X9B zBC*9M5N7~4->E_7U>9bVk@tAz^ShEx;@A*q6nY#@4UyH04Ch7W$#`lvGrMpuY$B3i z1sdB_V}^ZX0Q+^bUc#W$Yq73XVrgNuL-paE@Dz=`1z1#D_dhN&(u#x#(hXA6AxL+( zN`sViDM*cUcMKAOAW{MfNFxn`bSfaF0-}h7A|?OBz3+YB>&)-@KVN(vIjq@xuf11% z*4k^%*{8Gb?oXC&GxwTA`w6OfU(3DGr(D--c7$z4%Q{R}t@adbki>-7^7DD~Je*a}ohDVdo)< zZ($i?Bp;M6Mx`&#a`3(KeR(Cz60^)A4Zlcxb?TNYXF&CH70*)WL>=9!<4C=FXvFvWFd0u_%Dh?zHV#bP>#+K&Q=)-_-{B@5f$nGXJst2gQfAUS+ zTt`CWNvjh7$nrqd_LciOGLNC|D)T8(Z(z`|6uNO;Js2%2UG z%cv}Wt7_&dsp50*%akpw@}I1-F)%O?Ox9IUeb{XAKBX_pK%u{*i(TcC?)}1D`{flZ z^dWRBB3bv&at*2Ac-=tN*fvF>{-gSWuf_VJDe37#j`X@VNwLj($~&nFHqbkFlVkx3FF~Q{uRqxs=%L?yviW3vOF?vBR&-D-$xut`^6Ns{?Uvn}VNc|ZxI}o_)%yFE z*Go_yeWT#tv?a0-M4+2kH{@ZBG!%G42$v3hx@!NW{wkBGBYPKe1)Ufu%EtL!t>^T& z>#4CrSl~I_XOr)kA{eei%~R90f3shbQWkq!+*{H;K{ug$^`Vhwp^i{-+61|S2yanU z35%)<>(hffu=8Fp=f~wWakb+YW>lK&QSW8_?8V-z*6AdK5i`gzeI}cMICcvQgRx51 z^8U09{8fA&JlmPtS8K?W@~iUs7%?!KV{I>&-KOfx1BS!Dp|*AdmtQnliS;aFw1zRz zq6AdWR_~<`N9H|uHbr)OjnA6Jq{pxv*anp6vkf>I6v&j7iu47(uonWqxp7P-a{L|~ zz27I+UDq0u zn#Ci!A-~)&nUNea9(DaNh?Ei1Ijb7*FpkpKGW*0W`$9zvue1_F9*Gy7vtmGNnmUUF zuNmeARk9`T*U;Uw+0UyFm`1?Yvie5dn+LyH9XlIF6f}vrd5{fyPgs5qY!;`)+O43j zrjB&2We#2!&hJrBjwCr=dxxZdW1`^F_Q^+TJ`{Jm1s%Ux&bZ3o`#GhK#FbO%oq5P_ zu8wyZ%g@Q^2M)eOe9NC)qe)$%9?wrkrVG4NeQ15-3OH-(=+}oA|u8ez=cd%Eeu1#6P*V|v)=UA}%xPC16MmAA@2=ifm>NYpD zbME#_Cl;(rCRu3k7X=@-<~;r4%j`Omq;a9QstX)Nu5@-t9C5YA&GRg;zhF!iHWs4lh2%%;T&cwo7S9F^`?I>RGpYsO z&VYUDzRxrfpLmmqNCd6Tiw(7WaYLaFA2jgp1~DJZy#M)ubNLb2W?Qvb<4uGM)bMYd2es;=lA%H9{jdDgV`W@gLw`yd+u&> zCqVB~Rza$v-1!2};6dl0d7X4ACagzPW_#h7r)@=$!5wwQ0Mq>g{wM`oL9@_`-xZxR zP`L1`-=3*I2ASJ_&3=i$qu~pVyldDp3w2->*L#OMVX?ijY1T=*af@2q;?s2f#{#>E z=%YB|?+f4i8mbEdLTYjC{axqkSicwap!SuM?^3Evv|gZlMMj(ZW>9nh)~}4cdXmLb z)_&dn{-{TouB%0?aB?#2Gxz5iBC;2U2lt8`I@nk;=pesv1cdRe~t27d+IQ`=Cl zV9YJ=cFhHQ1!I~BU2PKDWu@WU;m;2k9--o=5_U9rekIlU#7paD(`%6G6x^5yx@uy4 z?`P>&_CZ+(^~dRttsoKw?A8XR3EN)kS~}r&*UF|vrOegobs0RplL0*!#Lh0q+?z<{ z40>{Vq$AFrL9;{2jV^t;AV#!OF}O16yK1EzWq9}upEGe*S!za>@?+QI@5Z|qqva2^ z88WflY-AR3)m&?U-MLLGh(Dh z315vum9AU(f%1YG@(hQrCNyq2)&G=KO5l7x*=1&LF)qOw~hE-gr6U zwYJZ%}0e&1nHr-D)U=g>*{iIkOQlG+X|9b(o8PpSqAEYf?n;>Y}BA; zofa)5t}J4cb@yE1)%DjX;$_|E)xw}9B^}RD%v5z+XWJ( zw~D=<>{6g)r5oGEWf_n$b+Z>PAkE;7?Poiw`V)eu5jouvvq6#p15^$t^Xl zothJHn19U12pDC%t4_@SyX9<1#L!C4%$zPLHj~&T`rMXH=S}x7fn~m#B+KUUW%r)H zHGj9@h1E@YEc`mibm>9U@zI54Gg@=rMY<6|58phwtCfBEL7`9i5JfLDB(fQ8KCpN^ z`{-d~MtZ*#YlojQo{4L0@*57=eCp|goKAYx~qi0%+tk25KZH~93D%KiRT zC3io`BeL4`l}hnO)m9c=3-QHO*Ghv5?pI7qLxn$Ujg5U-o}otc*T{E~7wk39L_e7R zUFTS{Dfgx5JBw?-RDY;&20>3@1XpiES%jH z4uWBVz9~H}6bShKVFx#zd)MVbAM-gpOwahdPUJY#SR*0Vz(THi*knk42U6f55uQN}8syPD#6C^Q@sPgEb@Rwgv%rM;DPv^li;=*(iOe1Cys48xn(2VmVy}>^%#ik?_K%tf->OT1+i_% z_gJHlnLK!P_~5MuW6R4d=$Ec*VM~|8Rn&5-+{ddZa6O||UuvT^S{pHLPhtImXe-sthWJfbNqwuiqzBoP^h7kAFWBWcq!7M9bP?+mmL#i{D;c zS&4$&c7(V{WhmCwiA#>Vpl&@oeh7(+xQp|{fY{Mb6$(e!zreprMZj`S)IYvx`uZe* zN-f#U8O-!{HJYx_{4Qsd?)X3KhG%pnEN3dXz>hAkC#c+ZK{p9DUvju={y@bF?CIcD;?_@dG4h~ zErv>2DREg>S05~j_OU5Z%NP({gZQFLi5sIx^rv6=NR(bE?c;mT`gH)3uuNIAJM#{$;Ocf=uut0Hm zEA91+P5w5ioBlRZvC;VI?w6_x$}GkXYK58))I7@^YN_^JZR`V5ZNenW?0jzK-bGt+ zQn4#@ex6#A{HuP$7#vS@43;dJ=W}M`!Lc!eYgt;_ld4kX`;X4D=fcnh`I%xjY;*r#zU|pAOp0_4KRK)eZKDKhv-c zDucx^%-b>;tTNtkb*bHq{M5o&kEyrL8gw{Y1Tf;KDq7Qo3wFV zl1xsFE>=eP(8k3pR0Dfn^D*zcTZ-nti0*#uI}A(Hw?wUjsS;#Fr!RT^Cx(&P_DBE6!e>=pso92C1wRQy zUrBswbzwZCqPXqKvxjBU@ch-4#BhVVA-B4p+CI}KDej0-Es#m)#zK_ARZ^eGm6L~i zt;}B9PJB)CW7?P zHUmo=^(5szin|pw&e&sW)Mz~wc;|IUY;0g)KUQYcjH8Hu^=?Y42b%`t&!dS+SIphD zuN6^y584j~S*Df?t23l$ny5t|C*S(8J9}(um#`{=GHSh1_@h-)(Wu6YlI!_Y%_|z5 z6XcN#(j=qdkl%=8;KP?M$Y--Z4GktA+fFmxW?yfl72lU0{Q^tFQRf zb?w!ATULe`N!7q`9*Q`DU{2&)+ykPOSm%NHkJa_O3{utF-1j*_Erk~&BS>YrO=%*f z>6a5w)_RRy{|85ORdM@+npE$5Mi0dpI zowfyH#YI|xZegJq#J`@Kzin+{X=Pz;ZSDEqQgAUlH~XOxR<|V2GDSyM*P^h}+{~;3mtp)2XP)X( zR8pY*=vMOMi>XH0M*8WQ`HShfH}V&88Cj)g?q#uMcnuAU2#BbN=zbs6QW5DF66hb$ zu(7bPfLmC6wX(3Xwtlfc+P)X!J|4{8y~CvCpWA(OJeMFms#5J+bXV)+&9qjyP=jPa zEyDC$T?c!_&{X`&w|jl1gM-)g4vN&j;XVkN9gPQ)&$@Ph{(9K(({t0jt&_N`nTqO+ z(}De7ouw5>mFhnSWY@iL0TmEk0*=21&bRjZ?_t+}oqmnebOU8!A*g?cl$XE*TXfU4 zKgcWxN2r3RUIfLeZw~I#l4VE>Jk7Fd>#4VNdegGUr#6%9S7)PAQFUJQtrr!eEPv`n z4o+!WGDK)-4QvJ7uo(*?@6#~*cHFv$CH7|+V9IIPn{lkXOF}c*K*viP#dGgx8UGB0 z)cFtC!7DRy%DGu#@2$Ia z5NEgS&sySA<|m03d(zB)Qm8%YcNFH{S~vyKSFc3hnE2NeSDSTQ?@Vhf@pJ9!)f;CWIXX zUS?iVEPouX=U76MN{mQ0Qi{u;(km!AKjH5{^)jidphq`;;;aM9%P8N3D_SB?__Sk+ zqb3ehMP6oP%8NYa(^D%EoPau9wb9ZjNY@+3mi(SL6aCamFuuQ#@oM~bextT&$vb`T zt5Ms9z_)$^YW)f8DlIZUo*rns>IzTdC<^BDpA~DSA||z-&;}`sj72s^H|j8}gp~}X z>Q2a|^7xMQJsua?Lc6=HR^)JtV=Z6IE%Qg|dIVj_tAutkii9-6y>q61^t$jjX>DG( zj(u{yL*(#g_l6&a2nH9hv8h>qnTkDb>^ zqDc%dR9(@BuN}5mlWsCWJzu9imJ3g(`f?5XwR4HzC(Oo=gK^Z5yH%QhdBMTF=jn^28UD#d;Jdz(I1m#PQFEJ~u2M(yBN-jYwckzGwIe^1JM=kndWNB%<~4aIgMYv(X1 zPw!S&ELuCbW5$~pBbCke1JR|LBdV^-0w%jUraSN`k`@pK{Y6KHOD=oAo9jA_MCmM7u^N(GFV- z@;=mZBsQKKA`V&Ge8k1@gX!=*gT_p=umNX_^6e7sS)qr0Lu2u*SiQ;ye^JW9ydj~A zci8$G@{BJ<{EI{Nv-y3V{?_LTEyotC>{<0;=|^PlJ{D^}%^=33_^zt! z7h*RUK&-9{9}gujZtkmjz*AW{G9+)~8L~Ux! zuxWm#v+dGUaZkmgx=x$!+B;87{ITtu`(>>`(JJD?pEllsqk8Kj`RYD+s+3$i&lXee zmRqUBr8D~~dWuA__GH1>lBwUSU0jxdv5n^YM>9Zdno<*)?WOsi z3(M~@qPgNmiMi6X(V}yKnTx!GE|_7_TbYDJdEl3bpENdS6{g@I-OZUSxP_H0XdqYS zgmBLr1&7OR^l(XpLX^*HCn_k#sPjXLinr@X9JtRfyqWthm3_GXG=oPtJYeQ%F~#Y8 z@mRx?iDLTicGfmq-PcTI4C1gqrb?=|mISjYqIl~U%y+RbSI`sEm;85=tvlBC`P!ix04S8Y=w=^CY{8&gh;VZ>UNp`bfNz)}eVCCrU;nW$U>3R3!$52w?6gbdbT8>k5tQ$q=ba zyykx5bB2{@dyeX*k$H!Wbg%)9ak^^ z-4?*p&$3#uG@)`Ukwl%%+FnK1LpDxe>U9Db((%lA`JSMMwRe$S_G+xx0}sw$!69bG`6?4N6V{r;&jXRhFIUVS zJXjNfoMfB?Ijg^E>Hi#?%<+jTF=@nBI#KXBE-r@dyH3>?Z2gzLpM2m3jm9z(7rA}4 z;&*}`%!SG^@m3pB?-lBkq@Q4S$}kauX@Bh8VI)@v5uGi`_TqIWTIq!j2@A_`+c zHieMuK2u)>sO_V~WwBSyNSk7Ns+RfA*mA`^X<$(F)zO`@6kNWewmYtte8o*I)_;(^ zeuyb_D5K*DAfiD7lEPbjvSp9Y_s;cL`&0mAfvO- zr9b(8k6@MO5=Mz(h#E@vCGEk1mT5EvNvm=U)(%ywWYn_7-v;*lvvs^aGF=JK8`xXM zGFbSI?$V3v7O_^g?+Ot;WgV*7SV_C^Sg2a-zyq;;MFbB1q;tuvoe084Df)Kd_-ORb zM3l76@tX%T&fQ0zwAjR@IZ2JEi`se6U=R;?lP7r7r4_os-XU|YuY~-Ad(x!agmi6j z5d6!!;z&x)FTuK`!a`Yac3>sWt7s2gq9y4mRn|&=Vk+%N9&8YzG-f4x=|&bVJJjiZ5cQRJqkaAN zIRx}lxB`x`?{gk(kxvKHuaAFu(@Dw2B}ZrdEsm{MvxY_ThDxNXPB0OZYu!VyjB!@T zK^pG4JKJ-SVxFqzXEh@}TP<=hcbt33xg5=|jB{0`GVeV-l4X*Lb-M(ga8k1Pvp%>b zxx;uR#5QnrY{pAsrd-`&KRDo_)E$huhej;dZ13~FLhMyqu8`i7ry3JAQci5Q$Gm#g z+1B3*X`o0h7^>{II9w?_8cTCi)D^wCdhv4ltx(-rk@5-FY2Hdcorf#1F;c}}Ur~3g zGv)n%ls$~-Rg;x2RHf*xil;7D9G*Y81q`U+FUN_ovA}{v2z9%_f$VxW2)-}Z$#CJxo z!T$Z^k!`1DNkwf#?WG~v7CjgJKpsIq&~06iZ7Og+INh6WftmoWtebhd5s9wMLMdOv zD2i2WuiYE3YSpUN>Bo(}Q^^~M`fzwx;(33ZPFWS1jN{nkmGD+|=A}hCy16Nu`u+B6 zWZ=#Xa;J0^afWeQs(l=ncuKe0HKCQmJo~Ag_S=_;PPmm4V3>3 z`}A2*#TpxUwUB6hp86h9kIhX)CcjAGWT6u>(?`qryp$XtTk%gW8VA`oGj_}%*42IG zxmRr0t&@bolrSBU4xvbIUuM{!LQBSM+dP!RBgaDLx^ze6RBTmTICq4DaTlRJFs_s|FWNXcMVJ;Ke5eu2^~3xSp%P8xCGSLzq~XEeKkr zqxx%IcEqSA1)kV@Nq%Ael=GE(U~29CC&lB6r_^3q(;rpLbAFN4eD{u!)N8w|5=&hm zJIq_D1v@_3C`m9bek8pGyu%SC=RREEx@#54hxP4}6gvFK;@=_B&EWn0;sy3&N^tta zHv3RNULjryw>?aMF|ZzW%-PTZq4y)LNeazuYmE=W%(+pZ!Ty(gII(xz8u z>ye389t`*_l$6qUD5%Scd^r2UfBaqd{!rH;Hp*`1!h8MYxwWh1-ep=x0{N1kebg=c z+ZT;UZ+12}xwL!nA2zqd&y^OG+%OO~I6MAoyGfI;HLGOmqn-QbcLzOR^GT*X&CF>- z@4fl~x_gbTc>!BAal2LTk+G6n9dTh<#Bsikn_@au*ub$tgJikQ^4%MGZ zO~+w9ed+~iraeId=O0h^3>z2j26b3eK)IVz?X#+sowY5j@~88=pF5r{`q&RIkK#z?dlOpKZ7%pvWwJpi}u;> zrFS+!-nB4J(7>K>geFoXW>ik3Z^bRsd5c1rIg&f zsNXt;k{Vsr@{eoCA9>~z`650tDI(ceD01x?mr>f9!A|+_F1G!bWYuYl1-b7WPV{*r zv2Dr>v#}2$_qrEtt$Vjze-{+iKH1XlqLK|r+~vFSU8L7|%uW(=tLsc5F;gKlAA@Co z`r9_U&KRC0^ZQ#a&o{?*R^++qgNVh@|~tH z`kSR(Qe@oy#t&&jZg}zBT#ECLGSQX+4h*<0q@N-D#-vJ0>gH~LRd$$_fQP~hR#rYb zW96>qYZ~Ae8~kQcZyD?>-ha}9qgYK0748kHeX;Dt(EH^ssqe0NfWl2iM9)FTEcv_8qCJssdPYgl1S%^E`{Jke0Z zhA+P9U<;8|Fp~!!W6}!ZXPbL5L!q_uiN`OvwE}ZC%~}Jj@^ayeQ^mg)g0#)ZQ*^eISbdeR`kEVST{Y~;xfsH?V?bVy?0+f^& zcFW1c%Ajjy82`GR)??ONVXV7rraS$vCsYo*KSj9KU2ENIZ!tM$ExePp_IqvEk> zTy%AO)%V0RCu513W6uV5soG%?SMCo*s(R(8GaqVlIuc(q<@`;*U!AmMDc+X$(7*Th zR`+<1oKk&sVzp!IgD-ABi3cyMN6KTS=R0Xw+Dp1WeQ!@`(qwJ9fmK}axgpST;Zg$` z_8#ul@&n+d41pzy$(cOocfNa5%&j!^_g*((D`Ag5aFKa0RK_kD@2KT?N~F z4&_IOW%FS)-o6S}*5uu3zmMFtUgmw zI5=C?xNVqw(1{?foy)NW(iIrc&P9HQEo*3yRo1 zOtA0Vps*8W={mXb@=#Qes_3nADtW^Z zDy0(O81VYC{VAK}aW7*P<^AQa_itL6ugo|JBlHc!nEj7$cN(x5z29qXTu9yw8^`_- zn_8D&sEHaa%Fs5sV$Y=(j;$jZJX3RNq%p*v!Ag7DWTyc7DRbg2(>-q1hVz}l&S&;O zv$As=#e;%#$3JQFUysA!562dAqdWR;e@O}tVx+ zweAy?vqf?B3zehR^NuTPI-cAPoaRT41sUwI`8Taok4RLV=p}=YTr6A#7^g1915_f{ zwhApVjZr>d^uQ;7frF)`@d&G$pp(nSG^Ny36j9%IVDhOq)_z=KF`BHq7HS`l9T{np z4zO2fkWu^9`y{>zUhpV)nsQS)QJm>M`xfOpdSz|Fu$a84cGJYLkNfYR>NP~@n<27e zI{3{D*^Ki=hAXdE-9O1Dum7T`t^zscm-~5RhvvO3-Dl#5FJ_ATM7et%i#BknqLVn{$Z#M}mifjlQldOY9Ut-+C%7Unlb2j5KUimm*RcHXaeHCn^%+YvBQ0?N z4SlCBr+UMX&QsWxc!4>1$nY z73WkoG5t<$sS;{O>#jKe@X0oIB*JP}ttnL`EH;DZTo!tW4 zmTGRbxrz8i&5FrDP0mLyK||JC$;UM8b^7#5-J`>=0ryER8Jbl_x`iQcH2dh~kpdtFh7hB#f<7#*!$))=VH z@JelXxX*&F=n!jd7=73cLu@KNQ$i#A!&txDLIYM<4yqr6wIedlg;I(rXn zsU_w=`bFDB<*&uFPA5cnAw?#jdgI{@uSvl z9m$fPXV2bky+>mlu4g|-oO-ULQ2x^X;$T-`;T_K*hL1LOX8gCKWoCJ?#9NHmI!m8x zi)m9^i!)WE_b$7Y!}F3pMPhtLg-JKp_T_Wd%qI>gC-k;jivv#bXZWAr{jKo$u_Q$F zj)`1E$~9fN(89Z-_G1%9Pl*yNh2*G+D*dfr&THEY>G)|S=Mt|;$1t+Wv_3C4U}t|Y z{IF?UGl6|;=!o2`!EDmZ1Z(!p=x(=r>Uhtdr6lZoQ}=Mvuh9+m+}RE6>ct4sIlJ4Q zCPGVK&n4YA-DRuOvm)O2Og;^YnDpkeRSR)b|7!F2(%?BYoO$i!YmSx_+WT?OQMX1N z`{!SlmC>EvvWGWWq+Yu#j5O99NQ>$v7dpKTRqVNFdgbE9OH39E>mHY}EkV8UX+T>c@+>o>&+r@CEvnmuy7Fce-lw{@9XAzIkO*K6@z;O%!p}xW>Ss2l?wvEVF0G z-FWb&{D;7~?EK`FBa8Y?VVdas+257tBq=mF^m(WgNqNHh3+PqK9y}E3ld_bU@c6md zODY*IPPP2}(z^P}wi6en2=@Cd?B^_N_VC6n-D-^M`3CPx0#%cP-5__)LF%>LnyQ5>E1O1H^!?2bej zcCR&6V`uu;;eEBvbyF|qAf|}V=aDDw;BO~I(6ZaW&6s=Cd(1Nq%u;k`?`Btz2?;_` zrD%mxRlbYSHed~7+RPdu*}#T(zU24%3gS$~ygoGEd-U|nyaH~#E(#z1lAB_KW$C<+Qip>Z*%*9asSf`-)9 zm4HUhlEFk_Xe0z+n(z#iP6CIbkPs-&vK&N@lPCwVlEOrhPy`ZkN&%CjFrsic5)Cx2 zECpS{RhEM;lYvE%C^Q0r#toH&_{iX*a3~m#`l~%X?qUUq6=(p1V$fh14p9L#KmzRG zC?xW47Ty&g7BUP>6pBCrgZ{1oJ=Xuuk|^=2?mH742L5S ze-nuyxHf=H4lqO`!3Ycz_whN%1DEgucvrFe3lJL-tS<2dsG5ib&S4BeqHsEupi6aT z)gTEX5(Gd2G;~VAy{rNGlOO>C2L3le{UvA_XIBf1qEZWD!{wb`1p`+^n7YTcAT)>+ z2IepZMDzE6KN>-3BAjhA&`7x%Xr9{)V!;JB1GfOZJ*73C(xh5|tDR<$I?ksB_|&)s z`1Hl;RqE;0`svjma7Bd1NdqnGNM3=mD1h1LzXmxI@mRtEDOg%riJ(xxe-Ma`wFnsa z5rM+3p$IDs0)s+Y;$Z!thW}g3i*G>k6i9st>>31p4FSfPy#Yb~{rAH+py>bGNJ;}B zCBFa5?D)mf2SD8ar$Oru2S93P0WX6A`T^rKhC$5#{lj$_p%L&uX;6R;f&EDXvE`aF9!YZz5stP&>4&&U<`pm@gxJZLxKO@`R~4P z3=*F)1PLafL1A#h@z7WVgrGA9P9XkM7{YG{1?~YRpg{>$2Ss2A7()?|zj;vqS5JWM zkO%~hXbgnGq6lUHU@8GO7zT_WkU4##v5* z=q}-D0l*0a9D+-m0P$i8EfIxQs|^aq5Fj4{1)%T07WbE3K`?|Mf`Fk2Yz=|| z6G$2GS^~y^D-d`l9D^pHK~M-R0TB*}l~BDX0;2>_m|%54qJY9z9T-S+@T3Lk{~zzd z{@1R+U?4NY6EzqDC=XwsU?7{r_Zl#gFrWYl59Z&ZK80o&81d(%Z=7O15)Q|22*5Q# zpa6!$kBmTH1RB3D7zyN)!fyfNhQc9u;s8UCz^DH*fWHC;5=a>FXizj^M8g0&B$Ni4 z5Py&u*r^Injq9J73js1h{CIsj8GN4yL!lVpwrrs1|N25t^K3lT0NFN#0P4{w*uPbH z${!Ff3i_wa|DwSNTn$W!e88k(5Ikv}P7saqY|J`DZ(TJ&>#7(|}{^@TLg`18(sj9@u~E9Uvm{nE*5tzUiFO@CSro zfV~pFR^e#O-}&kP`~rxC804SI!UEz#zov-&&z1q$vJ${P zK!d>X^m$7AZ|DE?1ty5Z2jtVq;D;pu^pW_vEfyFMhED`&aDr?e0(8fZa}dBw@nRLw z7sxmNl-4N?j@K8MG*Bhr_zUv>3%aK>#9tj4i2+0LR04%S0M__SAW(uN4S;Zb2m<;d z{^vQ^zjtf^5lLWh01ZFSJwg80@WNLsA@OKIT2Pi?<0w#ExFIk;}@;?}Gim&*<2`~n7NqkWQ!Hhu1r!j?~ z9RLD2nneKT@YZVI1JTL}Qn0p5Z?1aPk+Ar0~me*H6bD6o0OU-v2PAI1C^=Kx_4 zWUZ%+G58)1Y<$u9zzG5JM7)JSfyx;Hw7>y>{If5Ba}e17!-0UHgvS_Yhr$mmz@&j9 z+n>E!2$cnFG9lJ~b_O=SU>M$j01ZOe84klocAy;`NnjCh05Nb|OMs^F zv<1uwjbFR~1I|yd@q)mC%>%(S{~zlC0xBL42(V-M$8xy-F^N+q_^CbwNUxw^T+%Y= z8Wuk_JpGISrGWewK&ewF`LCBifjo{NyMrJg_`VHH3W+Z}2rwS%Z!h^@CJzDPF+Ns9 zfq+Vg3kbqJF#u-xlK~i`@Xh&@$Dcj}ATNM2NP=t}0)#dK8%MyQcu5Js1V5Iaj)%hE zpaTdD*gb&+;TRhN6GHq8m;Xit2oPlPQSWp>d`t(B8c2r-m;iMz9L*=dB=Ix|3=1Pj zB!M9a)_9sJ5riHD@=rkm={W=el-B=b5AgUeR{RfqPO~gL8wcDSf^T+!?t#tSp97vU zApjbHMyP!t9r$y>SfI3r0s`Eh1D-CJV6zD9*a$-kkksP$1-4fB_yLSZP(M1YaDt)u zNfrbsV&I7j3Tz+=ici4C1&Xg#0Q2xo4A}F+@%I2wz@z@l(EiFC|G|2o>_%A11&R#>RTyBE_`wxG zS_AE};kn3eN$d zP@ob>kg)<^krCiIP^2S(5-1Ww=xjhO0w3#ujVghOLeX&8sq>!7|9|4g07aZXbq51b z?cX}~^02()WaB|0A;BT0cgNR;14zy|#B^OasYDU(4`Plk>@a$ zP=LrP!chunG+GhJYGvdh3i3c2bXxJ1lZDD+WTBG(|4mL?m{LeeQh0h 0$ \begin{align} \norm{\partial_j^nu}_{\infty,{[0,1]^d}} &\leq C_u \rho_u^nn!\quad\text{~für alle~} j \in \{1,\ldots,d\} \text{~und~} n \in \N_0. \end{align} -Dann gilt für alle $k\in \N_0$ +Dann gilt für alle $p\in \N_0$ \begin{align}\label{math:sem:ipolnD} - \norm{u-\I_k^{[0,1]^d}u}_{\infty,{[0,1]^d}} &\leq C_u 8e(1+\rho_u)\Lambda_k^d(k+1)\left(1+\frac{2}{\rho_u}\right)^{-(k+1)}. + \norm{u-\I_p^d u}_{\infty,{[0,1]^d}} &\leq C_u 8e(1+\sqrt d\rho_u)\Lambda_k^d(p+1)\left(1+\frac{2}{\sqrt d\rho_u}\right)^{-(p+1)}. \end{align} -\end{lem} -\todo{\beweis Steht eigentlich in ``Low-rank Approximation of integral operators by interpolation'' von Steffen Börm und Lars Grasedyck: Theorem 3.2 \hfill$\square$} +\end{lem} \hfill$\square$ % Quadratur ----------------------------------------- \begin{defi} Seien $T_j,T_k \in \R^3$ achsenorientierte Rechtecke und sei $\zeta_Q > 0$ fest. Dann heißt das Paar $(T_j,T_k)$ $\zeta_Q$-zulässig, genau dann wenn \begin{align}\label{math:sem:zetaQ} @@ -524,14 +522,14 @@ Dann gilt für alle $k\in \N_0$ Andernfalls heißt das Paar $(T_j,T_k)$ $\zeta_Q$-unzulässig. \end{defi} -\begin{sat} \label{thm:sem:pol:V} Seien $T_j,T_k \in \R^3$ zwei $\zeta_Q$-zulässige Rechtecke. Sei $\kappa(\cdot,\cdot)$ eine asymptotisch glatte Kernfunktion mit Konstanten $c_1,c_2>0$ und Singularitätsordung $s\geq0$. Dann gilt mit +\begin{sat} \label{thm:sem:pol:V} Seien $T_j,T_k \subseteq \R^3$ zwei $\zeta_Q$-zulässige Rechtecke. Sei $\kappa(\cdot,\cdot)$ eine asymptotisch glatte Kernfunktion mit Konstanten $c_1,c_2>0$ und Singularitätsordung $s\geq0$. Dann gilt mit \begin{align*} - C_{\zeta_Q,j,k}&:=2^3e\frac{c_1}{(c_2\dist(T_j,T_k))^s} \left(1+\frac{\zeta_Q}{c_2} \right) + C_{\zeta_Q,j,k}&:=8e\frac{c_1}{(c_2\dist(T_j,T_k))^s} \left(1+\frac{2\zeta_Q}{c_2} \right) \end{align*} die Abschätzung \begin{align*} - \norm{\kappa(\cdot,\cdot)-\I_p^{T_j\times T_k}\kappa(\cdot,\cdot)}_{\infty,T_j\times T_k} - &\leq C_{\zeta_Q,j,k}\Lambda_p^4(p+1)\left(1+\frac{2c_2}{\zeta_Q}\right)^{-(p+1)}. + \norm{\kappa(\gamma_j(\cdot),\gamma_k(\cdot))&-\I_p^4\kappa(\gamma_j(\cdot),\gamma_k(\cdot))}_{\infty,[0,1]^4} + \leq C_{\zeta_Q,j,k}\Lambda_p^4(p+1)\left(1+\frac{c_2}{\zeta_Q}\right)^{-(p+1)}. \end{align*} \end{sat} \beweis Zunächst definieren wir die Konstanten @@ -540,82 +538,81 @@ die Abschätzung \end{align*} und können dann die Konstante $C_{\zeta_Q,j,k}$ kurz \begin{align*} - C_{\zeta_Q,j,k} &= 8eC_{\kappa} (1+\rho_{\kappa}) + C_{\zeta_Q,j,k} &= 8eC_{\kappa} (1+2\rho_{\kappa}) \end{align*} schreiben.\\ +Weiterhin können wir das Produkt der Seiten eines Rechtecks $T_j$ mithilfe der Diagonalen abschätzen +\begin{align*} + \diam_{\bs a}(T_j)^{\bs a \alpha}\diam_{\bs b}(T_j)^{\bs b \alpha} + \leq \max\{\diam_{\bs a}(T_j),\diam_{\bs b}(T_j)\}^{\abs \alpha} + \leq \diam(T_j)^{\abs \alpha}. +\end{align*} Bezeichnet $\gamma_j$ die Parametrisierung von $T_j$, so gilt aufgrund der Kettenregel \begin{align*} \Abs{\partial_x^{\alpha}\partial_y^{\beta}\kappa} &=\Abs{\partial_x^{\alpha}\partial_y^{\beta}\kappa(\gamma_j(x),\gamma_k(y))}\\ - &\leq\diam(T_j)^{\alpha} \diam(T_k)^{\beta} +% &=\diam_{\bs a}(T_j)^{\bs a \alpha}\diam_{\bs b}(T_j)^{\bs b \alpha}\diam_{\bs a}(T_k)^{\bs a \beta}\diam_{\bs b}(T_k)^{\bs b \beta} +% \Abs{(\partial_x^{\alpha}\partial_y^{\beta}\kappa)(\gamma_j(x),\gamma_k(y))}\\ + &\leq\diam(T_j)^{\abs \alpha}\diam(T_k)^{\abs \beta} \Abs{(\partial_x^{\alpha}\partial_y^{\beta}\kappa)(\gamma_j(x),\gamma_k(y))}. \end{align*} Ferner gilt mit \eqref{math:sem:glatt} und den Konstanten $C_{\kappa},\rho_{\kappa}$ die Abschätzung \begin{align*} - \diam(T_j)^{\alpha}& \diam(T_k)^{\beta} \Abs{(\partial_x^{\alpha}\partial_y^{\beta}\kappa)(\gamma_j(x),\gamma_k(y))}\\ - \leq& \diam(T_j)^{\alpha} \diam(T_k)^{\beta} c_1 (c_2 \abs{\gamma_j(x) - \gamma_k(y)})^{-(\abs{\alpha}+\abs{\beta}+s)}(\abs{\alpha}+\abs{\beta})!\\ - \leq & \max(\diam(T_j),\diam(T_k))^{\alpha+\beta} c_1 (c_2 \abs{\bs x - \bs y})^{-(\alpha+\beta+s)}(\alpha+\beta)!\\ - = & \frac{c_1}{(c_2 \abs{\bs x - \bs y})^s} \left( \frac{\max(\diam(T_j),\diam(T_k))}{c_2 \abs{\bs x - \bs y}} \right)^{\alpha+\beta}(\abs{\alpha}+\abs{\beta})!\\ + \diam(T_j)^{\abs \alpha}& \diam(T_k)^{\abs \beta} \Abs{(\partial_x^{\alpha}\partial_y^{\beta}\kappa)(\gamma_j(x),\gamma_k(y))}\\ + \leq& \diam(T_j)^{\abs \alpha} \diam(T_k)^{\abs \beta} c_1 (c_2 \abs{\gamma_j(x) - \gamma_k(y)})^{-(\abs{\alpha}+\abs{\beta}+s)}(\abs{\alpha}+\abs{\beta})!\\ + \leq & \max(\diam(T_j),\diam(T_k))^{\abs{\alpha+\beta}} c_1 (c_2 \abs{\bs x - \bs y})^{-(\abs \alpha+\abs \beta+s)}(\abs \alpha+\abs \beta)!\\ + = & \frac{c_1}{(c_2 \abs{\bs x - \bs y})^s} \left( \frac{\max(\diam(T_j),\diam(T_k))}{c_2 \abs{\bs x - \bs y}} \right)^{\abs \alpha+\abs \beta}(\abs{\alpha}+\abs{\beta})!\\ \leq& C_{\kappa}\rho_{\kappa}^nn!. \end{align*} Laut Voraussetzung sind $T_j,T_k$ $\zeta_Q$-zulässig, weshalb $\kappa(\cdot,\cdot)$ auf $T_j\times T_k$ definitionsgemäß glatt ist. Daher sind die Voraussetzungen für Lemma \ref{thm:sem:ipolnD} erfüllt, und es gilt die Abschätzung mithilfe von \eqref{math:sem:zetaQ} \begin{align*} - \norm{\kappa(\gamma_j(\cdot),\gamma_k(\cdot))&-\I_p^{[0,1]^4}\kappa(\gamma_j(\cdot),\gamma_k(\cdot))}_{\infty,[0,1]^4}\\ - &\leq C_{\kappa} 8e(1+\rho_{\kappa})\Lambda_p^4(p+1)\left(1+\frac{2}{\rho_{\kappa}}\right)^{-(p+1)}\\ + \norm{\kappa(\gamma_j(\cdot),\gamma_k(\cdot))&-\I_p^4\kappa(\gamma_j(\cdot),\gamma_k(\cdot))}_{\infty,[0,1]^4}\\ + &\leq C_{\kappa} 8e(1+2\rho_{\kappa})\Lambda_p^4(p+1)\left(1+\frac{1}{\rho_{\kappa}}\right)^{-(p+1)}\\ % &= C_{\zeta,j,k}\Lambda_p^4(p+1)\left(1+\frac{2}{\rho_{\kappa}}\right)^{-(p+1)}\\ - &= C_{\zeta,j,k}\Lambda_p^4(p+1)\left(1+\frac{2c_2}{\zeta_Q}\right)^{-(p+1)}. + &= C_{\zeta_Q,j,k}\Lambda_p^4(p+1)\left(1+\frac{c_2}{\zeta_Q}\right)^{-(p+1)}. \end{align*} -Weiterhin folgt für $T_j \times T_k$ -\begin{align*} - \norm{\kappa(\cdot,\cdot)-\I_p^{T_j\times T_k}\kappa(\cdot,\cdot)}_{\infty,T_j\times T_k} - &\leq C_{\zeta,j,k}\Lambda_p^4(p+1)\left(1+\frac{2c_2}{\zeta_Q}\right)^{-(p+1)}, -\end{align*} -womit der Beweis abgeschlossen ist. +Womit der Beweis abgeschlossen ist. \hfill$\square$ % MatrixEINTRAG ------------------------------------------------- \begin{sat}\label{thm:sem:quad:V} Seien $T_j,T_k$ zwei $\zeta_Q$-zulässige Rechtecke mit zugehörigen Parametrisierungen $\gamma_j,\gamma_k$. Sei weiterhin $\kappa : \R^3\times\R^3\to \R : (\bs x, \bs y) \mapsto \kappa(\bs x,\bs y)$ eine asymptotisch glatte Kernfunktion mit Konstanten $c_1,c_2,s$. Sei -\begin{align} - D_{j,k} &= \diam_{\bs a}(T_j)\diam_{\bs b}(T_j)\diam_{\bs a}(T_k)\diam_{\bs b}(T_k) -\end{align} -und \begin{align} \label{math:sem:zetaQ:c} - \tilde C_{\zeta_Q,j,k}&:=2^4e\frac{c_1D_{j,k}}{(c_2\dist(T_j,T_k))^s} \left(1+\frac{\zeta_Q}{c_2} \right) + \tilde C_{\zeta_Q,j,k}&:=2^4e\frac{c_1\abs{T_j}\abs{T_k}}{(c_2\dist(T_j,T_k))^s} \left(1+\frac{2\zeta_Q}{c_2} \right) \end{align} Dann gilt für das Integral \begin{align} A_{jk} &= \int_{T_j} \int_{T_k} \kappa(\bs x,\bs y) ds_{\bs y} ds_{\bs x}\\ - &= D_{j,k} + &= \abs{T_j}\abs{T_k} \int_{[0,1]^2} \int_{[0,1]^2} \kappa(\gamma_j(\bs x),\gamma_k(\bs y)) ds_{\bs y} ds_{\bs x} \end{align} und für den durch die Gauss-Quadratur von $A_{jk}$ zum Grad $p$ entstehenden Term \begin{align*} - (A_p)_{jk}&=D_{j,k}\sum_{a=0}^p w_a \sum_{b=0}^p w_b \sum_{c=0}^p w_c \sum_{d=0}^p w_d \kappa(\gamma_j(x_a,x_b),\gamma_k(y_c,y_d)) + (A_p)_{jk}&=\abs{T_j}\abs{T_k}\sum_{a=0}^p w_a \sum_{b=0}^p w_b \sum_{c=0}^p w_c \sum_{d=0}^p w_d \kappa(\gamma_j(x_a,x_b),\gamma_k(y_c,y_d)) \end{align*} die Abschätzung \begin{align} - \abs{A_{jk} - (A_p)_{jk}}&\leq \tilde C_{\zeta_Q,j,k}\Lambda_p^4(p+1)\left(1+\frac{2c_2}{\zeta_Q}\right)^{-2(p+1)} + \abs{A_{jk} - (A_p)_{jk}}&\leq \tilde C_{\zeta_Q,j,k}\Lambda_p^4(p+1)\left(1+\frac{c_2}{\zeta_Q}\right)^{-2(p+1)} \end{align} \end{sat} \beweis Da die Gauss-Quadratur ist interpolatorisch mit dem Exaktheitsgrad $2p+1$ ist gilt: \begin{align*} (A_p)_{jk} - &=D_{j,k}\sum_{a=0}^p w_a \sum_{b=0}^p w_b \sum_{c=0}^p w_c \sum_{d=0}^p w_d \kappa(\gamma_j(x_a,x_b),\gamma_k(y_c,y_d))\\ - &=D_{j,k} \int_{[0,1]^2}\int_{[0,1]^2} \I_{2p+1}^2\I_{2p+1}^2 \kappa(\gamma_j(x),\gamma_k(y)) dx dy, + &=\abs{T_j}\abs{T_k}\sum_{a=0}^p w_a \sum_{b=0}^p w_b \sum_{c=0}^p w_c \sum_{d=0}^p w_d \kappa(\gamma_j(x_a,x_b),\gamma_k(y_c,y_d))\\ + &=\abs{T_j}\abs{T_k} \int_{[0,1]^2}\int_{[0,1]^2} \I_{2p+1}^4 \kappa(\gamma_j(\bs x),\gamma_k(\bs y)) ds_{\bs y} ds_{\bs x}, \end{align*} wobei $\I_{2p+1}$ den Chebyshev-Interpolationsoperator vom Grad $2p+1$ in $x_{\bs a}$ bezeichnet. Wegen der Additivität des Integrals und durch Hineinziehen des Betrags erhält man \begin{align*} - \abs{A_{jk} &- (A_p)_{jk}}\\ - &=D_{j,k} \Abs{\kappa(\gamma_j(x),\gamma_k(y)) - \int_{[0,1]^2}\int_{[0,1]^2} \I_{2p+1}^2\I_{2p+1}^2 \kappa(\gamma_j(x),\gamma_k(y)) dx dy}\\ - &\leq D_{j,k}\int_{[0,1]^2}\int_{[0,1]^2} \Abs{\kappa(\gamma_j(x),\gamma_k(y)) - \I_{2p+1}^2\I_{2p+1}^2 \kappa(\gamma_j(x),\gamma_k(y))} dx dy\\ - &\leq D_{j,k} \norm{\kappa(\gamma_{j | x_{\bs b}}(\cdot),\bs y)-\I_{2p+1}^4\kappa(\gamma_{j | x_{\bs b}}(\cdot),\bs y)}_{\infty,[0,1]^4} + \abs{A&_{jk} - (A_p)_{jk}}\\ + &=\abs{T_j}\abs{T_k} \Abs{\int_{[0,1]^2}\int_{[0,1]^2}\kappa(\gamma_j(\bs x),\gamma_k(\bs y)) - \int_{[0,1]^2}\int_{[0,1]^2} \I_{2p+1}^4 \kappa(\gamma_j(\bs x),\gamma_k(\bs y)) ds_{\bs y} ds_{\bs x}}\\ + &\leq \abs{T_j}\abs{T_k}\int_{[0,1]^2}\int_{[0,1]^2} \Abs{\kappa(\gamma_j(\bs x),\gamma_k(\bs y)) - \I_{2p+1}^4 \kappa(\gamma_j(\bs x),\gamma_k(\bs y))} ds_{\bs y} ds_{\bs x}\\ + &\leq \abs{T_j}\abs{T_k} \norm{\kappa(\gamma_{j | x_{\bs b}}(\cdot),\bs y)-\I_{2p+1}^4\kappa(\gamma_{j | x_{\bs b}}(\cdot),\bs y)}_{\infty,[0,1]^4} \end{align*} Mithilfe von Lemma \ref{thm:sem:pol:V} erhalten wir die Behauptung \begin{align*} \abs{A_{jk} - (A_p)_{jk}} - &\leq D_{j,k} C_{\zeta_Q,j,k}\Lambda_p^42(p+1)\left(1+\frac{2c_2}{\zeta_Q}\right)^{-2(p+1)}\\ - &= \tilde C_{\zeta_Q,j,k}\Lambda_p^4(p+1)\left(1+\frac{2c_2}{\zeta_Q}\right)^{-2(p+1)}. + &\leq \abs{T_j}\abs{T_k} C_{\zeta_Q,j,k}\Lambda_p^42(p+1)\left(1+\frac{c_2}{\zeta_Q}\right)^{-2(p+1)}\\ + &= \tilde C_{\zeta_Q,j,k}\Lambda_p^4(p+1)\left(1+\frac{c_2}{\zeta_Q}\right)^{-2(p+1)}. \end{align*} \todo{\hfill$\square$\\} @@ -675,7 +672,7 @@ Wir wollen nun zeigen, dass die approximierende Matrix bezüglich der Frobenius- \end{align*} und sei $A_p$ die $A$ approximierende Matrix gemäß Definition \ref{thm:sem:quad:Ap}. Dann gilt \begin{align*} - \norm{A-A_p}_F \leq n \max_{j=1,\ldots,n} \max_{k=1,\ldots,n} \tilde C_{\zeta_Q,j,k}\Lambda_p^4(p+1)\left(1+\frac{2c_2}{\zeta_Q}\right)^{-2(p+1)}. + \norm{A-A_p}_F \leq n \max_{j=1,\ldots,n} \max_{k=1,\ldots,n} \tilde C_{\zeta_Q,j,k}\Lambda_p^4(p+1)\left(1+\frac{c_2}{\zeta_Q}\right)^{-2(p+1)}. \end{align*} \end{sat} \beweis Betrachten wir zunächst die Differenz zwischen $A$ und $A_p$ in einem festen Eintrag $(A-A_p)_{jk}$. Sind $T_j$ und $T_k$ unzulässig ist die Differenz laut Definition $0$. Sind $T_j$ und $T_k$ hingegen zulässig so gilt nach Satz \ref{thm:sem:quad:V} @@ -685,8 +682,8 @@ Wir wollen nun zeigen, dass die approximierende Matrix bezüglich der Frobenius- \begin{align*} \norm{A-A_p}_F^2 &= \sum_{j,k=1}^n (A_{jk} - (A_p)_{jk})^2\\ &\leq \sum_{j,k=1}^n \left(\tilde C_{\zeta_Q,j,k}\Lambda_p^4(p+1)\left(1+\frac{2c_2}{\zeta_Q}\right)^{-2(p+1)}\right)^2\\ - &\leq \sum_{j,k=1}^n \max_{j=1,\ldots,n} \max_{k=1,\ldots,n} \left(\tilde C_{\zeta_Q,j,k}\Lambda_p^4(p+1)\left(1+\frac{2c_2}{\zeta_Q}\right)^{-2(p+1)}\right)^2\\ - &= n^2 \max_{j=1,\ldots,n} \max_{k=1,\ldots,n} \left(\tilde C_{\zeta_Q,j,k}\Lambda_p^4(p+1)\left(1+\frac{2c_2}{\zeta_Q}\right)^{-2(p+1)}\right)^2. + &\leq \sum_{j,k=1}^n \max_{j=1,\ldots,n} \max_{k=1,\ldots,n} \left(\tilde C_{\zeta_Q,j,k}\Lambda_p^4(p+1)\left(1+\frac{c_2}{\zeta_Q}\right)^{-2(p+1)}\right)^2\\ + &= n^2 \max_{j=1,\ldots,n} \max_{k=1,\ldots,n} \left(\tilde C_{\zeta_Q,j,k}\Lambda_p^4(p+1)\left(1+\frac{c_2}{\zeta_Q}\right)^{-2(p+1)}\right)^2. \end{align*} Durch ziehen der Wurzel auf beiden Seiten, folgt dann die Behauptung. \hfill$\square$ @@ -756,18 +753,18 @@ Durch ziehen der Wurzel auf beiden Seiten, folgt dann die Behauptung. \hfill$\sq % \end{align} % und % \begin{align} -% D_{j,k} &= \diam_{\bs a}(T_j)\diam_{\bs b}(T_j)\diam_{\bs a}(T_k)\diam_{\bs b}(T_k). +% \abs{T_j}\abs{T_k} &= \diam_{\bs a}(T_j)\diam_{\bs b}(T_j)\diam_{\bs a}(T_k)\diam_{\bs b}(T_k). % \end{align} % Dann gilt für das Integral % \begin{align} % A_{jk} % &= \int_{T_j} \int_{T_k} \kappa(\bs x,\bs y) ds_{\bs y} ds_{\bs x}\\ -% &= D_{j,k} +% &= \abs{T_j}\abs{T_k} % \int_{[0,1]^2} \int_{[0,1]^2} \kappa(\gamma_j(\bs x),\gamma_k(\bs y)) ds_{\bs y} ds_{\bs x} % \end{align} % und für den durch die Gauss-Quadratur von $A_{jk}$ zum Grad $p$ entstehenden Term % \begin{align*} -% (A_p)_{jk}&=D_{j,k}\sum_{a=0}^p w_a \sum_{b=0}^p w_b \sum_{c=0}^p w_c \sum_{d=0}^p w_d \kappa(\gamma_j(x_a,x_b),\gamma_k(y_c,y_d)) +% (A_p)_{jk}&=\abs{T_j}\abs{T_k}\sum_{a=0}^p w_a \sum_{b=0}^p w_b \sum_{c=0}^p w_c \sum_{d=0}^p w_d \kappa(\gamma_j(x_a,x_b),\gamma_k(y_c,y_d)) % \end{align*} % die Abschätzung % \begin{align} @@ -777,15 +774,15 @@ Durch ziehen der Wurzel auf beiden Seiten, folgt dann die Behauptung. \hfill$\sq % \beweis Da die Gauss-Quadratur ist interpolatorisch mit dem Exaktheitsgrad $2p+1$ ist gilt: % \begin{align*} % (A_p)_{jk} -% &=D_{j,k}\sum_{a=0}^p w_a \sum_{b=0}^p w_b \sum_{c=0}^p w_c \sum_{d=0}^p w_d \kappa(\gamma_j(x_a,x_b),\gamma_k(y_c,y_d))\\ -% &=D_{j,k} \int_0^1 \int_0^1 \int_0^1 \int_0^1 \I_{2p+1}\I_{2p+1}\I_{2p+1}\I_{2p+1} \kappa(\gamma_j(x_a,x_b),\gamma_k(y_c,y_d)) dx_a dx_b dy_c dy_d, +% &=\abs{T_j}\abs{T_k}\sum_{a=0}^p w_a \sum_{b=0}^p w_b \sum_{c=0}^p w_c \sum_{d=0}^p w_d \kappa(\gamma_j(x_a,x_b),\gamma_k(y_c,y_d))\\ +% &=\abs{T_j}\abs{T_k} \int_0^1 \int_0^1 \int_0^1 \int_0^1 \I_{2p+1}\I_{2p+1}\I_{2p+1}\I_{2p+1} \kappa(\gamma_j(x_a,x_b),\gamma_k(y_c,y_d)) dx_a dx_b dy_c dy_d, % \end{align*} % wobei $\I_{2p+1}$ den Chebyshev-Interpolationsoperator vom Grad $2p+1$ in $x_{\bs a}$ bezeichnet. Wegen der Additivität des Integrals und durch Hineinziehen des Betrags erhält man % \begin{align*} % \abs{A_{jk} &- (A_p)_{jk}}\\ -% &=D_{j,k} \Abs{\int_0^1 \int_0^1 \int_0^1 \int_0^1 +% &=\abs{T_j}\abs{T_k} \Abs{\int_0^1 \int_0^1 \int_0^1 \int_0^1 % \kappa(\gamma_j(x_a,x_b),\gamma_k(y_c,y_d)) - \I_{2p+1}\I_{2p+1}\I_{2p+1}\I_{2p+1} \kappa(\gamma_j(x_a,x_b),\gamma_k(y_c,y_d)) dx_a dx_b dy_c dy_d}\\ -% &\leq D_{j,k} \int_0^1 \int_{T_{j | x_{\bs a}}} \int_{T_k} +% &\leq \abs{T_j}\abs{T_k} \int_0^1 \int_{T_{j | x_{\bs a}}} \int_{T_k} % \abs{\kappa(\gamma_{j | x_{\bs b}}(x_{\bs a}),\bs y)- \I_{2p+1} \kappa(\gamma_{j | x_{\bs b}}(x_{\bs a}),\bs y)} ds_{\bs y} ds_{x_{\bs b}}\\ % &=\why{\sup_{\bs y \in T_k,x_b} \norm{\kappa(\gamma_{j | x_{\bs b}}(\cdot),\bs y)-\I_{2p+1}\kappa(\gamma_{j | x_{\bs b}}(\cdot),\bs y)}_{\infty,[0,1]}} % \end{align*} diff --git a/doc/fig/net_single.eps b/doc/fig/net_single.eps new file mode 100644 index 0000000..51703ee --- /dev/null +++ b/doc/fig/net_single.eps @@ -0,0 +1,247 @@ +%!PS-Adobe-2.0 EPSF-1.2 +%%Creator: MATLAB, The MathWorks, Inc. Version 7.14.0.739 (R2012a). Operating System: Linux 3.2.0-34-generic #53-Ubuntu SMP Thu Nov 15 10:48:16 UTC 2012 x86_64. +%%Title: ../doc/fig/net_single.eps +%%CreationDate: 12/06/2012 12:04:33 +%%DocumentNeededFonts: Helvetica +%%DocumentProcessColors: Cyan Magenta Yellow Black +%%Extensions: CMYK +%%Pages: 1 +%%BoundingBox: 18 206 542 615 +%%EndComments + +%%BeginProlog +% MathWorks dictionary +/MathWorks 160 dict begin +% definition operators +/bdef {bind def} bind def +/ldef {load def} bind def +/xdef {exch def} bdef +/xstore {exch store} bdef +% operator abbreviations +/c /clip ldef +/cc /concat ldef +/cp /closepath ldef +/gr /grestore ldef +/gs /gsave ldef +/mt /moveto ldef +/np /newpath ldef +/cm /currentmatrix ldef +/sm /setmatrix ldef +/rm /rmoveto ldef +/rl /rlineto ldef +/s {show newpath} bdef +/sc {setcmykcolor} bdef +/sr /setrgbcolor ldef +/sg /setgray ldef +/w /setlinewidth ldef +/j /setlinejoin ldef +/cap /setlinecap ldef +/rc {rectclip} bdef +/rf {rectfill} bdef +% page state control +/pgsv () def +/bpage {/pgsv save def} bdef +/epage {pgsv restore} bdef +/bplot /gsave ldef +/eplot {stroke grestore} bdef +% orientation switch +/portraitMode 0 def /landscapeMode 1 def /rotateMode 2 def +% coordinate system mappings +/dpi2point 0 def +% font control +/FontSize 0 def +/FMS {/FontSize xstore findfont [FontSize 0 0 FontSize neg 0 0] + makefont setfont} bdef +/reencode {exch dup where {pop load} {pop StandardEncoding} ifelse + exch dup 3 1 roll findfont dup length dict begin + { 1 index /FID ne {def}{pop pop} ifelse } forall + /Encoding exch def currentdict end definefont pop} bdef +/isroman {findfont /CharStrings get /Agrave known} bdef +/FMSR {3 1 roll 1 index dup isroman {reencode} {pop pop} ifelse + exch FMS} bdef +/csm {1 dpi2point div -1 dpi2point div scale neg translate + dup landscapeMode eq {pop -90 rotate} + {rotateMode eq {90 rotate} if} ifelse} bdef +% line types: solid, dotted, dashed, dotdash +/SO { [] 0 setdash } bdef +/DO { [.5 dpi2point mul 4 dpi2point mul] 0 setdash } bdef +/DA { [6 dpi2point mul] 0 setdash } bdef +/DD { [.5 dpi2point mul 4 dpi2point mul 6 dpi2point mul 4 + dpi2point mul] 0 setdash } bdef +% macros for lines and objects +/L {lineto stroke} bdef +/MP {3 1 roll moveto 1 sub {rlineto} repeat} bdef +/AP {{rlineto} repeat} bdef +/PDlw -1 def +/W {/PDlw currentlinewidth def setlinewidth} def +/PP {closepath eofill} bdef +/DP {closepath stroke} bdef +/MR {4 -2 roll moveto dup 0 exch rlineto exch 0 rlineto + neg 0 exch rlineto closepath} bdef +/FR {MR stroke} bdef +/PR {MR fill} bdef +/L1i {{currentfile picstr readhexstring pop} image} bdef +/tMatrix matrix def +/MakeOval {newpath tMatrix currentmatrix pop translate scale +0 0 1 0 360 arc tMatrix setmatrix} bdef +/FO {MakeOval stroke} bdef +/PO {MakeOval fill} bdef +/PD {currentlinewidth 2 div 0 360 arc fill + PDlw -1 eq not {PDlw w /PDlw -1 def} if} def +/FA {newpath tMatrix currentmatrix pop translate scale + 0 0 1 5 -2 roll arc tMatrix setmatrix stroke} bdef +/PA {newpath tMatrix currentmatrix pop translate 0 0 moveto scale + 0 0 1 5 -2 roll arc closepath tMatrix setmatrix fill} bdef +/FAn {newpath tMatrix currentmatrix pop translate scale + 0 0 1 5 -2 roll arcn tMatrix setmatrix stroke} bdef +/PAn {newpath tMatrix currentmatrix pop translate 0 0 moveto scale + 0 0 1 5 -2 roll arcn closepath tMatrix setmatrix fill} bdef +/vradius 0 def /hradius 0 def /lry 0 def +/lrx 0 def /uly 0 def /ulx 0 def /rad 0 def +/MRR {/vradius xdef /hradius xdef /lry xdef /lrx xdef /uly xdef + /ulx xdef newpath tMatrix currentmatrix pop ulx hradius add uly + vradius add translate hradius vradius scale 0 0 1 180 270 arc + tMatrix setmatrix lrx hradius sub uly vradius add translate + hradius vradius scale 0 0 1 270 360 arc tMatrix setmatrix + lrx hradius sub lry vradius sub translate hradius vradius scale + 0 0 1 0 90 arc tMatrix setmatrix ulx hradius add lry vradius sub + translate hradius vradius scale 0 0 1 90 180 arc tMatrix setmatrix + closepath} bdef +/FRR {MRR stroke } bdef +/PRR {MRR fill } bdef +/MlrRR {/lry xdef /lrx xdef /uly xdef /ulx xdef /rad lry uly sub 2 div def + newpath tMatrix currentmatrix pop ulx rad add uly rad add translate + rad rad scale 0 0 1 90 270 arc tMatrix setmatrix lrx rad sub lry rad + sub translate rad rad scale 0 0 1 270 90 arc tMatrix setmatrix + closepath} bdef +/FlrRR {MlrRR stroke } bdef +/PlrRR {MlrRR fill } bdef +/MtbRR {/lry xdef /lrx xdef /uly xdef /ulx xdef /rad lrx ulx sub 2 div def + newpath tMatrix currentmatrix pop ulx rad add uly rad add translate + rad rad scale 0 0 1 180 360 arc tMatrix setmatrix lrx rad sub lry rad + sub translate rad rad scale 0 0 1 0 180 arc tMatrix setmatrix + closepath} bdef +/FtbRR {MtbRR stroke } bdef +/PtbRR {MtbRR fill } bdef +/stri 6 array def /dtri 6 array def +/smat 6 array def /dmat 6 array def +/tmat1 6 array def /tmat2 6 array def /dif 3 array def +/asub {/ind2 exch def /ind1 exch def dup dup + ind1 get exch ind2 get sub exch } bdef +/tri_to_matrix { + 2 0 asub 3 1 asub 4 0 asub 5 1 asub + dup 0 get exch 1 get 7 -1 roll astore } bdef +/compute_transform { + dmat dtri tri_to_matrix tmat1 invertmatrix + smat stri tri_to_matrix tmat2 concatmatrix } bdef +/ds {stri astore pop} bdef +/dt {dtri astore pop} bdef +/db {2 copy /cols xdef /rows xdef mul dup 3 mul string + currentfile exch readhexstring pop + dup 0 3 index getinterval /rbmap xdef + dup 2 index dup getinterval /gbmap xdef + 1 index dup 2 mul exch getinterval /bbmap xdef pop pop}bdef +/it {gs np dtri aload pop moveto lineto lineto cp c + cols rows 8 compute_transform + rbmap gbmap bbmap true 3 colorimage gr}bdef +/il {newpath moveto lineto stroke}bdef +currentdict end def +%%EndProlog + +%%BeginSetup +MathWorks begin + +0 cap + +end +%%EndSetup + +%%Page: 1 1 +%%BeginPageSetup +%%PageBoundingBox: 18 206 542 615 +MathWorks begin +bpage +%%EndPageSetup + +%%BeginObject: obj1 +bplot + +/dpi2point 8.33333 def +portraitMode 0150 5100 csm + + 0 -33 4372 3413 MR c np +86 dict begin %Colortable dictionary +/c0 { 0.000000 0.000000 0.000000 sr} bdef +/c1 { 1.000000 1.000000 1.000000 sr} bdef +/c2 { 0.900000 0.000000 0.000000 sr} bdef +/c3 { 0.000000 0.820000 0.000000 sr} bdef +/c4 { 0.000000 0.000000 0.800000 sr} bdef +/c5 { 0.910000 0.820000 0.320000 sr} bdef +/c6 { 1.000000 0.260000 0.820000 sr} bdef +/c7 { 0.000000 0.820000 0.820000 sr} bdef +c0 +1 j +1 sg + 0 0 4801 3603 PR +4.16667 w +gs 623 269 3721 2937 MR c np +16.6667 w +/c8 { 0.000000 0.400000 0.400000 sr} bdef +c8 +4033 2799 mt 2972 2196 L +2972 2196 mt 933 2510 L +4.16667 w +/c9 { 1.000000 0.000000 0.000000 sr} bdef +c9 +2483 2655 mt 2483 1554 L +0 j +gs 2432 1503 103 103 MR c np +2466 1537 mt 2500 1571 L +2500 1537 mt 2466 1571 L +gr + +16.6667 w +c8 +1995 3114 mt 4033 2799 L + 933 2510 mt 1995 3114 L +4.16667 w +gr + +c8 +0 sg +%%IncludeResource: font Helvetica +/Helvetica /ISOLatin1Encoding 83.3333 FMSR + +2554 1873 mt +(n) s +2992 2093 mt +(k3) s +4134 2828 mt +(k2) s +2818 2878 mt +(e1) s +2201 2406 mt +(e3) s + 744 2520 mt +(k4) s +1895 3249 mt +(k1) s +1627 2836 mt +(e4) s +3209 2499 mt +(e2) s +2597 2590 mt +(T) s + +end %%Color Dict + +eplot +%%EndObject + +epage +end + +showpage + +%%Trailer +%%EOF -- 2.47.3