From a3ee93e0365c14f981a3dd39b85c8a7b37703309 Mon Sep 17 00:00:00 2001 From: Elizabeth Hunt Date: Mon, 11 Dec 2023 19:24:33 -0700 Subject: [PATCH] hw9 --- doc/software_manual.pdf | Bin 275734 -> 227425 bytes doc/software_manual.tex | 311 ++++++++++++++++++++++++++++++---------- homeworks/hw-8.org | 2 +- homeworks/hw-8.pdf | Bin 104359 -> 104484 bytes homeworks/hw-8.tex | 14 +- homeworks/hw-9.org | 222 ++++++++++++++++++++++++++++ homeworks/hw-9.pdf | Bin 0 -> 53178 bytes homeworks/hw-9.tex | 250 ++++++++++++++++++++++++++++++++ 8 files changed, 714 insertions(+), 85 deletions(-) create mode 100644 homeworks/hw-9.org create mode 100644 homeworks/hw-9.pdf create mode 100644 homeworks/hw-9.tex diff --git a/doc/software_manual.pdf b/doc/software_manual.pdf index 87b5d32bbdea5ca155b252cfeec58bdf087d9d7c..1772e7cedc0de0e6df5cebe9d07d4923212bdfb4 100644 GIT binary patch delta 148824 zcmY)VV~}o5v@8m@ZELk{+csC*w#}z)+qP}5wr$%s?|b$>_rs4Fku#$HR7H%e%rUZ3 zFOc@{;Nv+!nAwuFg4h7VnwxgG97w*a>UT`Q3+ewpF@*f{Eh9l3l~{!cVEQN%ugY8K zm#3$9U#C`%BeiNp$CV!p615V{&1SHj+L@uLs^^qB_oe;@lI|B(`@@0JaA6C~ zlLD;Eg*za;AVn|Qj8^k5Cx+KD1>!37*V1AYR`i9 zGnatTHAD6dS$T|t5{5;l^B2&_@dc81!emAS|BZx15M5mgR1$^*vqj=hstTD$xgz#Z z=>iUsy@ohrh0s9~Wlpt;%TH{`hUsTUxC6_HUPVI0!I}kd{W}291+9=B1{S8FiO>*) zqeTp?2YV(WgNV-)tYJe*DhOcy4@MPj3Xt-5ZZ$$A%1RmnE%qmV z1KrPN?v+rSX?VbEH9m*l;F{D#pf!J|DL=)-5`!`9=K}xEcCVcQV3H#G>lk(nN;8Z< z>-C_h6AS^C6`JB$9G}&AwPPWw?rlC2bE8)4yl3qUU;#hk((kER$Q&|uBU@XJEWSI? zMH`F)4lIXegVVf5+s=!pX6Sj-2z!_8KN5EQ68iSV30r-qC+2oPdndXs$6nqmxORRu zWoFT}0%BcUf&8LvSz|Zav0oU6T4fFLxPFhVsE+_H$kcf^xkEybnJ6WeKzIeAn0PCF zVmhO{tmwBaSjRG_EjB|rk|$zr)k%*a6*3g3?B6(=-z>!g!_d}EEFaq!A`tpQ75&A3 zQ!AgzyfDEaI&O=rWIA$N+is}B;`BPMantnzQ$(q2hAptsp# z7+L`o@(W`t_ec>k(t}e+7Yvp`VbAfgh*vrao6+b9s#mcejpoP1^g zombp)Q@?$!dH7Vz%%cd$5;o#$)my>wo85<%sl(JASALBNI+`&lex9W_$>I)R zLXZKWy=QcGQqa=mx4!*ExtbEDxA;E6?TlZ27 zMSsBKUhn?5jsmCfkXq7x16@;PbQ>twLM~6MZi0O^;hEa`hc(5*`j%I%!o4EG@Z;Xj z`@;1D;h75r0oFRhcU^VE9Zyntx7h=rT|9cCyAQwOw$gFp)a~s3wtK)&fyr}~%30VK zO0v1jXR;HKyxvL7rhP_~jJdyxM46@g zGdca{qh>b1{S=@mb!q`0xA)EUfo)&%2M9%ad_&t(uK6T(79E(bi>GJ032>l2YrY|u z1=$=V;Fnpj-EXUf8%uzaKX{)($op5ftjZ-D1HYB^PnoU2F^C6$yL~6BIQA_Bkt5QY zX8ACoPrqTkKUc3}Fw2f+ceQj}&}OkmzMV=|ZU87CIhZxLm4Yp3P8YLVbBr>!Waega zSTQ6%7$yK76JCSk=Xkk=!a(Yj*(+|wEhzPHXyPOX%!Fm;J6m*HHUub*YjrxjGv z%!3=iiCqB2?N97ODj9uQ#kQe?1Ye)M+8I82UVM{Oh`OI$j z!g_NQ?QOp$$aKQkF`ktHYq=%Q9O+ z3KkpKdv9iu($4E2Cn#~yU5m#ZjNn%c?$ZbWV%TQoQ1Ry_b*w7#ToSPEsD=`<}LbGy+=P2!PX0-hC^EY2QK z!ccKu@@i-q$|PmyY#h2-x7=Lry>20ohM{|c?Hn#`vjG_tCR#oU{#!bmDy$Mm=j2vi zF^WCe^k7%UgpKr~zgU#{$J7k6C)4PJN*(<>Ln{9EA&atREkqu#?W2=&i zL3UYv7FVg0K)57dr`tx>wjpiCapwaI=tr zf0T(*GknhVLA|Ypj^vvmb;r8Ht|ar=+<)*Ay$W(GZH25g6v>NQ7UUx`2qpj^>V>T@ z0FDy;XFAiW7NH2sRhsF;H5y{r+jRiqpQ58O6hnk(N`~Pmw_L@lD3lyrB<9=xRX8U)z8@UC0`Ha_V%L`JZhUQB-U5|0UyH0~kU}!??p7ptYujOKFQ)`udcrI>y<|YvjQ$eKCUZB*zrI|Gk&}Q2{ zC0v!9g5(&V_`DgE+u$X2kxRt6X7S{{S-Us>TaZUNdKwJ{J&8Dfua9Xjf%yv(6jIHa z#FT}W6i$Q+#>~vh@xQF8CF8uwiPC$j-tMGXX$6K#2%YHsNPe$YdXQN;RJOgYEJR9c zI2aZR^qsCRunijw0(u6*`j(Tqae1^EK&jIxP_^^ELiIz7Pe`F}HKwl?M83R@H zE|qCQ8kb+e`>ueL5InaIU;uFQoq8`Q$tp`L2vfL~WI7epP6G;2r=_{yzvr9Kj@Ahk z%pOVM`YytL>OxD2CP6cap(vauup%_Uzy+CS+VUF(AYCh(X{QE_Hd|^k0@+T3&1Ruj z`UtGU%unv4g%gkQXH8(upTHd!3>=H5yokDLuQ7x#dv~yw*;P1MAZG4W9d=am$SR(v zL7gMx?&q~N=>hCDR#U>*>j6I?%eqSo)tgSz))OS@^qzhvVg!R!uV#tn!J}VDWk;5r zY!49EM~?AE@(;Yet^AS%9CR37W6aVEj6A{70`SZZ%)s$N=bs_8-^ycn5_~twv`4|F zPnSWb_4&CO9>NcA{AhS3l!*N0;*oajal{xtHr}ABe1NP`B5x|8i#kJ#qySV5(7^Sc zxsf=jK58n~^m+T9vtqr!Ffo?%3}8ux@B||%juS@=3q)-&Ydwk!Dk{#6;A8m`$v9bu5e-kR^fW;Ogv$g+;pb9gD4ZG&KXgK^ajN(znWbSTDR{^gt4}7Cq&=>&}^(Nzki#m+i5WA{NDJL0`#L|1%s8WSsOlm=OO(&>3WMKD@m5#X; zZe+8)5zAsrEY#e&G|$76J-k|aPub8XQ#jTR_q(QPGxo46O?I-m!`eK3O5L$alo%Ut zPQalfzJPZ855(dm{{0mmuQ!6H9fl7YJSnxq-t^-y0c&f0NLV;i+?uvwa8sEKZ|!z~ zfLD-6R^cv@9{@z>D4+{TY!yVDcAsJKwil?K5)KPX@#c+JYM)lHFrDS-(Np%iY8CH5 zXov-}{8{_$S-WD{>VXf)4Je!cq1&S)6|lF(iooCf`^u$9-QD5fY8$K+LZfcA9&v*} zqjV>e9y};JOqMxBIzGzt+QNkUeRzH@o#EO?nlC=TQkM6(#}ZdHTiCBN_g_43IM>s> z!^a3Cg&{Wrw6jVZY00*FyV!XzW$}vbsg~R&h|mzp;H~LAn^i=ozcY-nNe`0HTf(@@V#Lkg6HnqgCqYo5cl=RC%@ z1u5mS69~v8hSGbz@Opph>PVI4n4VF3n|*A=gQ6=+rkq>TYkkFaMcIq#7jOx7?2Uwn<`kob8&Ay*eQBpwORjTj!8FIJF%^s; zBM}O20M0rt+y!M}sax~6-bU{!Wq`Y-=S}ryLZ+76u-MuPG9+59gaA(60??YOLLM1s z_?`}u$ z*;b`|X$h2nZkwe$&JBX1X-~!2GMdc^`9C`5?3nwS8XcEo6yarmv6E|Wbdt_Ri|Dwa zlGZiRZfq|@vZ*caMnupDkpH_i-3>Nf=rn|NwMj&)N0fR_y%v!)K;TXtrvhIQc3b+- zYv*hE<_2B;LG3Dmz1Jm+bh}(VXen2P6JY)I08bj^pA2!NgQsAr@ubmw_6?R^K}M;u zm>aj&={+y*U8&SxUn}MNo3?a2d?I_wPo39Q3(!!ku(W$>9@iR*t$-MH>18&n?INYE z_tKF#x)uc$m_y{d6Ut6ifoka_s+3c`I4)z-f-fp=?-N=GqakR-7d1~jH4>FQzIN+> z4#iUftf4ZwYvtp%KmGsUfG*W9eff4hj#r>a+>B+pgsYCIv}_3?HDCh3%lk2!x1fsa z7F1J;R#ukv{_U*rF94oWmg;ny4smI9TU3`180^04MV!@*#~lOm%p5}HIZp;p3c4(^ zgxz9vb<7+G)C{(<%)SlNY`bS1z#P`tYOwohms_Ym4M)G?zF)XDAL*TsInrcH8EMIA zV_sCSPE@eqGAdCJzv~80nMg{udA=7s{bz+V#TRII%#q!OV65w> zE7)TBo2rvw#dQPl02l^i~vYNi_Y3`J=iK9Hfwv5)XPdF3TlWSMOsdP>a}Vxkw`td1PfJ3nyq# z-PBe_@oIFXZ23fF_cM!eEEU;Ftex)Gk2h)8C2xs2B2v&oFrU$JkA3_4vT&td4urJ%Q~iG6(-l5MyuhR_;~|aN=RMo?GQW_< z{a_Q(H)!pS{paG!*Zi`2Y@#H*CpCCE)em-22EdcF$f6N7X5I9mfX0KW%{3Jz2svGQ z@$eKHx7BKUGeh2%vDhd4Sm_s*uDK0IkCSDF3UouJy3g>-`Rj;G>qDQRW<6oOD@2=5 z9MZ;y5tO`TO_Nxh;=N*5#mjd#a z$OV{9nuMIrJw6UX>u2%0GncI{jbCU>?lsnSuB5K3q;iHtqOs>pFAABC^OdP8i7rY# zP!NfsEnMcv)syo`Liy3QBAgnnx~t`f0hmL|+tW%&>shJM`LG+UwH84X878hv*`Ifd zUSu7?^qY{#dGZPSjZ!udH;WC-=pUd!PWSWW;6ZIJ*gV2o_qO0~WZ+(P1y)v>5G`Zw zQ!6SK{ZM=x5H#>cS>rRi(KNf9o%<=t|IoD?DTja<2i~XL4drx#5Kp*4M>!)Qm(2exRr_^6rJ(FU zyDZs!zz9>F6MxScT5ow}K3?DX0Ep6IZjL`ws7@FPmt@P|=p(A)9g+Em-eEJ7!R+!2 z$R>K$4VE$^9I{QichC^GE<3^p{T)kmL@)S}b5iORbt$B`V)NQI1YB$WrL}{aF)uTU z)!StMu-D1*K+Kl))tEEIhsNtQmEq=UY_&u8@cCJy9A)KP1JVQ}vmaDNbfif0iFhQaw>Dp! z6xS0%gu>d}`W^oBysTzg%$*mn4o4kPMmafM0{tqQBKEPi85q2uOongz>vFO^~@i)(5@6sQ#3@aJ}TQ;s)i?^=|!&uUljRY-9aLcO*0gV11*Ct8=rGQr~#oG*_zuGp^OJfEui=H{3jV zN!7f(IL5;JO&~o@$=8d;>|nL&o7!wNxz2g}{A9H`KFRYr9I3u9R+{rowYIjM9F6nV zL&!OlHNK225#Wl@%zqg1a6hK-dD!`$E>3<=1W~g{o&Sg1k_fBNz_>U#3IEr_smaA{ zvLp4}*4@=8YdgMEDdCa|MwMDb<%37|xJLOmSW1S|VShMWp?%+GAX`p8ER5Yibbxs$ zicWWDc;X@K&bFzq_LVw~P>x&9n6*u2U<8{xrBcZ`0na24r(MH{r7s@=+ zn<+)rxti`~PM21=-?$&(yMhBCFyPWZ{f_Znblw?$USHy{jge%hQOLs+J78Pc9}B@W zx-2KrfdV{nbo*TFzJ~WCa-y8@7fBb+j)|c29ue){;ns-A3ebK8!1l2VI^3dSu0Kkh z!hyiS^@NjvS@XGuot#TJ7ozvL_Lnw+&Y3u!(Z7wdoN&vCng8&D&tU;5h*joyU3Z1L zR|2SfJI$fQBPNECqZtWY8ry_XE5Xwd&78GeV>Eko4MZ1(gpM)7ue!^)pJh2oDpnRb z-LsX|E>6hhi;w0nRo{_2DfYP=b%9fa0{Wg6z5Wi@W5izHqs%~G z9U2?`TCTj1j|CI!T)+ZklLd!O$xWoO6nxn)nAW>1!Uh{$2_<#GS(4_^=cso|Y)@8e zTXdafT&>4>)3v3clOCvKzx8ZCZpfE(qEQEqG<%Y(6d&Naj?%v#gf+k&c8YBp7#hdg zN6iS!>2+DwMrz!ihoEL$jWT;aHC~qSI))e=s0WA+#&&e<)7}H8E&2QDyw>O=NG*<0DOHNg<;Gd(I%Qjx*o_yW~X3(-5p z?-I4HtsZ2gQ0(tA0JlhoBS#>6n`R-`Iry7Nc?G- ziQ~kUCYy+PU)KXZ4exDWFHPeGh$2>Owotn3rX4`T8vSj~@2%ESPiPUb64Jq=r8r4w zUY(V8l!$DMt2%Cz+2C9OCX$pCoZAjuj@jgql+>V;y{`E*Vh9cd$)!km6+gCp!!o(({^)`$JIl%n^HA;Fb{xy zaY%AJd8T@da5z8@ith3x$P!~#_$)g@$evdgszjeSxc;h+HgriHN#wi8D%1RKOu5HUh z4p9!wY2PddjaA8`6hCn)$1@LEq+7oxv)}^%7Z& zbyF#es6zu=*J>=xBGd)3=yA)bvnZ8Xk{IRtPc$95mBcD`0Kch3z*VTDiXa!d1lo1! zfp}q5zsO%tWF{sl1Kx;Ov|D3&2-HXODRejkGtdY)fwDeRM5JvRqEfnCgB;LxpBi2pJ$#_&t|YaJ9Ymzuq9Z zkjB(2Olph^AFq~%5DKu8eLhvBmx z0*zlp0FgzZhve8SMHP^VIW8ZMtuHy-57k0@_r zK(FJ;qph3sJBO{6tsPyPnpRZ}T}=%KUDyh{ z*VdV1(P#`l$Nv{BoJkc?#N@Ji{r`com|S+RjWf%l{|nCHdy@%aHXR>R0&`>kaDTCXJ&csXQUJ)C7Gu1NjzGW2c)ROPsEXcz5S(IixeV7- z+KL?HmhE0fg_P<&*yAEsjs`%Q#y{lH?(Zm-UyNzBDkYLb9pLEYdZCH`Ac!j26Pr`- z97Id!78qs+mVH2le|G))3kz``(p8_v_av4;4wHPe_%9#+DA8&=oB$;cpuuKR2m*+_ zq*_oFdE2X**%kaVgb|LBvkDQ1$4&d{58%3yU*0&H4(S+YCi;bSyCa&QqM%d7Zh)Xa z*xW!egG8XUNKy|(_4h^NN#C-)f&ciGosRVaK`!snX$r1{u-~lavVz)EdWd<2CqteP zXw0R~jb>@uC{!Mh5vK)yi@Zb>;{pt?jr}Yk=ioMyq+g7miQl82xK!UFX>&Zx;x$m# za7a_IzjbPOfj7stpebj8!j~b3Sc@+bzCj2#s&o83AOszD@eYsZP>S?rCJ?;OCxgNX?g+n7l4RJIjFqK z<2kJ5i_qgiIRykIue)3s=YYNT)X*Q|(3Vje^vOsnw1Yw=ydkJY7HY3r@Xc=n0U8`U zH=5{Q;?-cqj9Hi6m7a8ZXUG&mU>yoB+n~j+yx;%d4jc?y>xL@J;1!4&wxY}-FfsNQ zMKTW>!l%LlT@EsY0?Nq=0Fh$V2GQuB3BQci6#3Y^SX4gU=*QYnwo-;rC8%?7_|b6T zwhbrB)2rsSIsRsM21DU~${mMDS4!|b|NR<*<>5zl{B2ie^RHj(;pPj1ZR(8OaFqAI zuP{KeQ6{=zi)49YBz~|8)10nS4u(xwi?V>=vHc-F|C6uSqkI7lU=1pu2jMABN|T@l z>$w?reiK!N_H2y4Au)FXS5sc}!|XFfx=l;_eXj!qmC^|9hZbt<>g#0la?^8*m8x9q z7=p+t=(LXV>DRH7Oq^o$r7T@+l3yokht-g@{o(nuylJ>LTGAY=aatM-d+={^^7;H8 zMb_!xr1|Xjo!7f5;L+9grK-}C_@~p#E-YqOoo!W3x3(rzN1Lsq)ym0s`DmkZyhSz1 zx=Ma^b9a|^THexL%gWZ~|F>FgpUUTp#N!T#s@B?g#54GeBe9m#bn;matj}4fc_psO zB>9sp)hZd06^%&qxJu*&S=P{EhEJL3B#8Y1y465x(l=nNB2Q&tkhH1K10qu3f>*ms zuoj_r3ZR~!2q0Z}QYj#WgGYn^oj=qs*o%5i@g@*7p6V4Gxkv1s0-7hZ=DzS(IARmp z^-vMys|<)L0>>yDx|w9Wgu|@TI9~R++EZuL5_kuNJAO*IfR7$MmFMS5D3WwI2%-~U zR)__IOb<1vC=0aEsI&JV!Ht@iDH#@6#U)GejfPG@$PVR`eF*(ZUXxdUW z=gMC;d3I%l^5a9k8(<986O6+h3`5#mnGYruw(Quz>{(l599aL)FbQkIWQ7AZ3P;%B z72;w?utUoZpZ?w7#i{qL{~{7_WX-ArutO0~v*K27zt2Aw9ejSyAH7`txP83Z-rtNd zU=&&xj9|IE7Y?o+Um}>kQm+WiP4z-LuW==mN1ps{IfGHy9*R6)NVp!=J=q7fKL5UW zH=bj;|M&gKvisWCBz%}OurbpUqlC

Q`P{@_eSZR}bWJF&(_xXMQoZtKu!I(uSrjOXX zG-rnRU`&J$fyl34Au?2L9FymLCWh=(X0p`z$z9ka9J@M7W*)>dB%WkQdzGr-=k{q0 z0QBAb1{S?Z#P$72Y1pv!w4tp@IaUGFzdj$9BUt-}jE@OoTJIb2e&*>^ z%z&cxv#C>}0!N?osRY~$`x^9<$Cl;YCPehuwe@u0YKBe|&X{LIkF$h0*_;JeBLp?} zbJH9STU{J2(rebwoMvZ-+gWIqdnletK!MLL`gh;``A<=F=yFi1D5+7a2iU$SR;Oc1 zMEIN}PzSj-`T1miWj?Eop{5#_$uk!Tb>yB*M07~P-4r(4kWn$@Pt0KX;^P|oWu;&G zr%-dQKKx@j!EGeBa4`Ng>Rm+S>F6$K;<1q+3G4! zkNrc=e|Ig)f7`jPh$K@7Bq4`X6wi~1hYljSX8BEz*MpV{dQ`5 z^?b}2;!v$N^9C)Hj#muUCST~DFbO9PvhM9pnaJVRpD#+ImrtJ$doi_THq3%fT=&S_ z;-Zap(`p?)Np0aE&3T0k$de(qbm;I+TMIp`_}U%BxBSrJR*GXTr*J92hlJq@1a_O( zCrpzn2j#VyV)2I&sb>vok;l}k3lzZopg>kU5*H-gV-4k4^(WlJKOj6G5~?TJXG=|V z=Y$Fcj^V*0HHc=R@7XVwQK!QaWAwhlm7uR5Ee z@CeEg6_Q8sWlqon`eLw0E8K=}B!j@QWG`()6eoay(hu+UHg5JTrapHO<6LvHF&1g$ zLPWv84?N9X?ObbcC5=@YA9l5VW0KQ5IrY$Poe%M2bXh;ucSCulwgW1T8#d8UIUW>`6pesK6{q z324-SX|-L2O-3ZY)4DU`P83w0hNON$BNPi+RBw$EKA_5l6^Ijycv(x z(sa$+!g~+JZJs5jE7dm*pLg=UNPpDS&Av_m;Tn%&4Rf~0#fFHuY{o4dN4=Snra`QdsN?(tU7MIl)+BRFk86K&OY)xJ z98OOlzYv{BHjPu++%mP@Dt}X)y`kA;^*VKyc}2lzR3e>EBRuqZ-7i99@0z3K(CB3V z`@4BJWs|5^_)^0%`_A6yYcAf*Ve!;%@y!6jc37q$hm?*#HWCV5-|+BL)sS=X;=L9_ zJ(76^`l+Vv+^;&$znBG1eG$vcmrEM6c8TF^oyGibJ18a)G=pcG_A#+y*cMv4}>4;p{b_q;#IS?x8VFTtzTrmnv}u4(MF3drZ$1h-mG+I zy;?eAng=^kxRKY`dfR+=?WfLCrV{q71d*}0smmVUn@M=b5M>PT1yJ$!gkm%R4~5!o zjp)ip-kM1KAcOLN6`46*3IXOp!4~Fks7@hZhZ90#CVeY<&~n)5LYo_uBFt zr}4kbB~y`R&(}vz3^`+Trl4R^jZ10drp#L7K=bq%bmF`{E=)nA7*GY_+_@ND--5G@ zf6a8?OUqzuiUiZD)?=ZK=#KVkFS^QMvSm=7Vk#5LCPysxvgFThP}ETbLE65 z?sN|13JvvUq2$!HU(Jl07Pz%@PGZ?DvO`!e#&=8kf%`i(TAliA5x!54DCBf#UTADb z{9QQG5RneT@Ltf;*79N4B2chIku@vy>g6!%84(IxE|E5Jg&10=1IWdOyZ`W61y(~j z;qMI9WLobtS+n}1f2&ncj=SRn-y8y~%aZ>tpl|y4L3e)>8O{+G{Ckr&BBzb3{g40v zIV@E3|DVbQW=*w9Jyq zVg*)&T-&SfL-x(W$|keD&fh&mvncDqGoe1;|mP>)1KA z&&G>JA6F26-~cw#{X7W+PkN9p_Io-MaXztVJcdPJ3_-o~BFhv}a+_x9(GB^(mgP4l zDdmo=LVS?PfZt)(fJM;E{wd@MHO^~GkSV-*FpoP{;1w6vfr=-Gy;vIq*tHO%5g;a+ zXOs~jGu)AWt&zR%XHIatr>G0gK#*uI&S!T`FCe?9La-}qlmv!9A0bHaKv9;R_ICyc z_pH1{4H7MPJs4m+%x5XU5G)o~$S@+WH79okIF{b40G-*wv)eW{w~S<|C-NieEsOFq zs7a6IedWcfkNEVrna*LXjX{Z zHmVQc4}zD}1`@XHk1rs4`=%V{u@emob$pZu*f-uMF=qLUd`5t`?njS%nvyx4fJTk-*!P$L6s@u_W9n&WPr zx)fx7TrgE`Kj?cdWaQ#5d*$_s*=yf>p`m=(^e5PH-@_l!i#h+t{neM2*ynLRQ*+Pc;6O^<)( zR~vRX{na07FAd#HYuwV2WsS`4<|GkLo}do}S^s1@N-*u~7=9o;A$XFQl+dtP*$5d4 z?f;8}^YZ?Gy5*c~%>VCnO#44^g64Ose#8_oJk&N6$`m1$Z=2Z~_6)Cxj^iG)M5-z| zX|MsR9x#sLVca?p55nSG`{bK7p^Lt{EBmx*2hR__zbzfje{EU8z z4%O(GakePosy4E%>NwteE<})G)+eSL742)*x7*AzLT;NeDF0}e1O>6rc?SD%3FE3B z5M*O{8xYB4JrVaY--poGXt6DJ>Kv79(*>&wzLmrw%yyg+BU+*cfVK9kh$`6}rP7Fk zM}mPnqFxjJsRH~=!93I&NHRu-__GP?D3buB987}G6II{PB0TE7xNXH%ebIuWk$-Kn zcgt3RMNg~D(1MeVe*dvTHRwasuX6fodlM0b8~4WCGFTSGW=A-SrmvAYVvxuhUGnaX zyq{K1I|Dt-WOY-!rp_3oi;~8k4lD)z%fMk(je(d6KL9`(j<^LJ8gpf^x1v-)C=?J0bTFPDB_l)h zy1ZTlYv_0n8yleA<6lXq$y$`mD9X5L#xQU%gQW~R>iYY2*}RTn@Tgs>O)-~DJnjb8 ziGzd5ZVw1*ZrnTVMAe}u6KB@EoQI_{^lt@o;XFWg4sYRYv#(2z+Szw`8L8J!8-S%a zu2U@fx00W^Md!$2BY1xMae{IVwPD#fE(pZ8yz55jztE$_fuy#k1<6AI%np26;1PJ# zg(~z2t>J0pXTyz>cq%biuQmbl{xLG>JpM}nzX^y7UB)qrFrwF&Z8cqvet6*d_!sj) zH+wawn1);e)bm`XZERYNR#|?*)ASzhZS7igkpY2%wHAOI;EgBN#q8U0U|YNpF)1TS z62Xa{+CzudL_G`F(yVFN_b(e)U|OA0QrjwHHGZ4q$CtD%-UGQL;*^SRy0I6hN;qY@ zsz8Ia!}5WygbYAeGW?5Ia-Y^qu*wUMy3&i{b`Z6>#Y$SQwF$HBr{fpEGUlUKNkBiT zDBJ6?sX$)3KPhWEwq*vQpaIgB0UYVztKIREdXw|~;s@%A^^yKRHh`7ue=;_VEdM*1 zx>lF7-{eHj|=*Y3=S)eD0_OBW}FnK7cp0}+RZu#`i zlol8%-AQz6Of_C!k<(03RF;n(ykz(S=7rqv5Nxm!e$(~zx^o!C+f$R`p$kozaco;O z8JfW5dH;=O5p$@7ju1FC`Q!m+X;HFIjdlaYJbFX*-@efZuCPB!g0%$8*w7*=(E{74 zX_{O3Yl5)bnK_eR{pVC%PQ-s*5_B~%vODJ#9=YGyt(RwURN!VYE2IQY(#{?M)vhO@ z$X4yE0q}?ozyqd;SGo+VW>zT~a;o{@?Ew*c6}VRQ!UETIhw9Wf?C@_#O!Lu2F@%An z7OVF3$f!85jCIp1tM9zl+~XNlwVq?x5eHbg$>pMZ)e6~4tQdT|cQ}{r_uodwsiv;X z@FhnBlb2uKAD%E+K~uD41xU02kDiQBTFO$!lep`zkZe?;XQGB*dHY6G`;SNm>|Ft0 zY~+!mFhLLXmGv1zE|sLTkm+SuDe_h;Sy@cRxJu4c9Bbl(aU ze3D(gID|2LuSq5A$yYYbOkJP4mj}MVn@7H2kcr*lSEb3$=jgiu6Z@vjKhiIZmRKDn zelo+pF9eL#oZcYX&NG% zB*MTpYi4q}4LdPbACy%}<3Wy*FrXL^zY@lDc_fdy~DNqd6w(kRJ9ZpV=CdMb~1d0AOw zGffk%$cYVmMfMhHzx5r0e-o`BS_4!`V;DgtU3eI`#RotwIU}?OUCkj)a_?Oizz}o8 z48G7npR|kNxQO<3wao0N7UzMU2Pom1m_o zh19K5$3zlu7T$YpHj%vm&^=aRi%xL=IL~%=RXv}3SnxM>+vhKdZwv1*3mpMXRr*T` zddtbKm*W*-%USIHX2D#YyPr~84v3UhB8CJSls#|LcXnjpXD9cN4==#e!@(IQ&wF&= z|2Ph|qyb)x|9r>)d8L)3Zu_6*K>FFyM+U-mEiCeBA%IrBq8J*tS5NC*di*id)@ zi1M+>`Zo04#mW15^fJo-_F>Q(g+c`GO;f>U63qSr0IA5u3lZHncP$hfP9z zFxzmiIx}p712%=q!3rh1v#Elb>S6sza`CBUMMr%^BUW({o5~tx#G(;0>#qhPpfXWCLGY?nO>hV`m{Lu;kjBF|GPp zgA~g4AirWxnFL^H!r7I_F?haz1my7TQqZ2n=lciuuyqL96}j>G?vC9WC=p(7^Y|?2 zDRoy-;?Y>SZ6D$_oI;D z=mZ&4C5B_N!&#gv;i#G*gA{}l!nd=ss}K5T>6}mWs#T_BILU}f+p$a!$-$P4l!U!i zO@YC4q<}NrDhqSxges@wY`7^3rNn4-0(NZvX0Hk>9{3s9cfL>dj7-P;w6!k+?eN*E zsqi_0Jn7lSZ*{duj+r@;K@TU5GhSl;C_QF0fhzii?krJdRdV?<9$xU}dB%f_FW2=P zw(%T%vE;YxzM&!o^c^rF@HE12)M!851vjk~OJ{eBs({ijnS%2s$kD z_Hh{W%v!%5_jYjZo#*U=c3T;U?QMlPp=~=&H6W)egn7uj+w2bZEm_swHevl&lWjE3 zEd(b3d6O9)x@^8ZPh#Pub#TWSEG?K+YR%!OcF$;V9ceQ|MoP5MVD7$6MgjzHTutKi zFMtjQSGx9i!$c76Mcj5{>#L2fG%dp|{LZ`^Hi3&wYD z*_cA|1vNK6L;itzrJ*r{_=;uq12Iim8vBl0nym8|i7`TJ_Mi0fV;?dMY}%zP@Mg+i zj7adsqGMU3m9?~}F!YUI!21ho6#+^F`Jhoq;7ki!IZ5I}#?_EB8hTq$Ot=a(sZ zA|5Xr>C4&39DotnFy#BS6Jn{GzmT%efE%)CA$5WR6?~4+LuD%FQRu=wCt-N+}@bU9}KYoCpFnbX_)`G7>gk$pgrtb%ks*U+ku&x$fIPd&9 z0990YWm_et!D%p0!m_ngQJ3~>55+Aqdk*_d04+u|IvV17yZE|T{_Xxn@A@C5#r8i+ z3xx5%Fmo)`e>D1En3)sFcUB$Cm-48zP%QHQVe6j)GwYfzTsXFEcWm2s$F^-JcWm3X zZQHhOb)0mt`+2{A@1y@@9j}u)Ys^ujt|~6}vd#xrYL0S)1@n{v5otUYEvLoqBy)@U z{)@oS$<>_oB*n_bayETnI!ahKYnI2EV*m**?@ytA6>&#$xDYYsgVxT7s!&_w!qsV)cfvz42B@dCJ!4->+i7d zQ8UKGP)#G8B7pfOqGq5v8ZaF-!q&R9HEu?ovF9_^hehP~1$IKPKmtT?t5oljDd|dV zGfn}|T40{8j-Kyd4>^;>3{KwowU>o(Jfm6l5b?}AI|gZ|b)rwP8;m9zs#2O!@mGvh ziMzAx*OT_jb|N{e{!|gs!Hp*e$}j-~&)==;@;KAYlZOrglcbFz<%p)(w`qJtZM!N} zj53GFIxQ%)jVAAm{ovJYnMFjD&7OtOJdpsD(LcaY)8Sb}#Asn{N6HO-e3kE=vi>?G zE{nHFFeJQdz(oB6!OUn?6orZB5flwnH`PsPpaq6)LO0@-%Iv&EkZGr{OHIaF%w8>@ z&n8XNwK>H6Z8$~TgGh1kEJcPH%W@f4wpx)Amfw(_O$yV5z4d{GaX!_A>X^SplXn1b zzubI}-{{k2n#!#TD_7lYEX+}(+wX?fglHX7-r)ygncXCW49~s&aGyk!_b`8T10|ze zk;ni-7tqEvrF;ec^Lq0RI>N44L%3L4W6er1YyK> zGq}nyzznCj*~px8~;iT`dAw0~j@ z4V0Cc{XaRDG$xJ!nARM}9&HG~kc>yO^LCVPC5}fiMJ*5win1*k?|Yr;CZ?h$-E!O# zSwIcTZo7-?%kJa;K&pg>m&6-(aq7*MWKSp{VG3&-IUYO`MdI(_{&_wZA!`NhAPG23 z0vbql&038Kfo(hR5tk}P;{`<-#T#J2hDS<|3m^O~wSxQw=&-e$yu4Y)4D`H<`m|1z z_bu(N?#TGaR=zXld9G;79pvD!mzgt<4rcv8-tD8Px~@^ai)SpzEocjeGEF$a|AxA2 zS}fghnIth9EG!qPs(N3bwygXNn9e~F11=Em9>&RAZL>ATPq5fxxx+9? z*2@TbE?F}HpnDZl{b3(iD_m}S-4xP139^{@=%h=WEP+!^9?v&_&ss2PrQB*BN8*o` zNWd9LaN7@&frcig<_S0HIX7|cK(`svB=l5Gu^~8;8@MkFlFwN^RZ7(89sU6{$FOmz zk0#Q(WMo0Ja`2-1q)SfR=B%D%2Ltcb?Z=)_7F4PO{^{sy7L$YmAl2NJR992`+D9H= zaG+DR75P0I*gVy#My-=8YcT&b@0fTMSh@guBoJzFjp)E~l2)ObM;d#rBuIoFe@4T^ zAr`PN;V?J;;ZAq|2rum50nYmSR?cO}3t?H{u)~`?ae0{Dv;&RF;@YN3MTXC%%I-Sk z_hT>svhq*!Y@b$So&J%8e|DN!3+(EVx5l9`cBlkP3H;$?e~ zp|}>fgL}90bL|nN`|D7NX>Z(B5TH{s^B4p$+$}ugGgZ_DjPr7u@2(PO6xXj5RG|8G z_J@nxF$q-bWkzTg;)z3@Rz-73&6=j0Y2LpVHE+)b8MnntP99mTjl0LAb7{@gF>R)P zZaPwphwclJ_2)+))Qv5`9~qkIxe=qwDRKfjhEyVsZE+ii2M1e~g0zV_&^8C14*b@2mkPSt{ize{3asYwk6MXiC6+ai;f8i%H;h548#aA9*josq@gDbyG4+Mh!nHM=R$s6 z5Ifi_QU_R4>R7gDS5xxKN&!o6KF|Yk7(o-Y3h?all3EOb+^?Ser*}sSkppqW!pY>*RjyI9%@_h?l zbE?dbF!v6YkiSt&rOds!2o^NtZ5LQ*YT(0q$i1*^BSkz~@Cyy=*T|-*r_9`gD9rkO zg6p%GY3BtfjUS`rq(W8TDVOr=cJul^VDUm2r~bR4fjR$~YUuyI|2>#X)c(I7ogPd@ zg~jh>wi_51!LFM1dd$9Gp#$Siq8gYYg@-0X-`3~F6s(u(oHQDoA;#SKil+TGlAf7@71^1L`4Nqhqle(vhl_0oTagh59R zPQz5^0vDmmYXLUXugKN-AG#~{P z!%0F|ihfZ&D1$gacNK~3v25BzMy^ylHi&RpQ$ z7diX< zECf~!Pnhbcvx^PFfjjaZ{-xKi^eNny{`G>4AR_mRKWy@D#&BN?oEii%JBVy8@ZtVQ ztn7HdCbNXSa~)9;WJ?`DC zxQ`s^ga1}((i2YM8fzrcx})cAFZTMo8TD+G!mtT_E0xXNDm*P@(6t7Lpaq`Xtt0&( zSg91T8pFRp4fNFxji(vs$qG4;nW7rAGO2AvkpsXUBZ*arqyW9U#TuDFC`(PUCc{iv zNSo^4j1dh+Mf+kEp+Wg+1P()hN@ zEo~}VmX$ynB$i!N7N%|PMlNnOv#4@wr!qRb$r-6?w*sPR$G#u-)QIAS9#W_{L{l_)w5vZas`m{Q?!0k;)EjL=znsFT4m5n7)y)^fXX*} z5sHDD+8wLqd$D?($--VT5e}e%4oRzwXb_H$RBdwVKI;u!cK5FrcyWv>X2llc-H@V1ZoX-)eC!9DwPj*>Ps=n}2 zPRO1!mA)sR5hnNoJT2i#>~Uu^3p{=VDqIC^w@C$JykA?E44S_yuFi`zN4^$lje78p zK@;_?H`ZRVqj}7S2MUii&Ey0P8nr%abDV5Vu*P$$Rx*B-d8J*3m3^Qjq=&_51~q5~ zO(3rB$DY=D2)NdTo2cZ2(4L+7uUZEBC@7gK=&U;@DInCE+c&U^gJs@V0u@b?lY@Bv z@pSzIucmAV^}lB&2kUWFuv~aoyatu&P{rHp5~LpoH!p(XCTJ}rs-?>!ySY{6TzT!rU~|0 zND}`@;YlSrtZT{fdm);#J(J>i=LJ$)Gzv#iJr8z_&X{(L#Nj@Yc1!5!0uB*-2&ACz zymihVPiFfTghGbG!I74>w)3s{ z*0A-e8ylnAlBHUiRe8<@3IMpR)#Z15AWay`#)wOat_L2Gk%63yHk>7bB?h&lS54jU z=bTBaZ!G!L^gAf8Wl(QsE!>yRQ6ei1+6xv27X>OrLr_k~DMgQKxS8GJ^iWl~D+|D7 zy!vJN{*I#Re^%=GpROGzw0nM!M#gD!w)s&Cq>=>4l{7VaoE4JELZKFx z6>I4c6PsKFlYj^h)rSbr1w1G>Si4LGGRLymn-8R5w-b1C*Tf^}9#%LFlmL@5k=a%~ zsl)A7+F)!o&qSM062iU}=Xl%(Pe99gL8vrbPLtxO)+pZul3+m}5=`i-RtV^WfONpU zYF~sT>C6_;iar470={b&%$Kawyq(iCPxpo48_0nbxM>vViJ%jZc{t6Kd1zK^TI3>6 z^Ve~bg4>0Wf{vczMo-I8gTq6SCwb6($jBn#{x0@9UKWrQF8qcX?R~>TAulam6-IF* ze)Fa7F!vXSBY+}MYhj1A!iKP?@!)q-kCYS_-44>Cxn=-7x@4Vb8sf|joD}UV2^F@V z>GB!8^%pnJ7{R+gqJdhsyLr%vkbu5xorWdDv+NZ>;t-ZGBtp!ny=XzPKKOe!$!T@7 zg@=?`rEP|z4ivHMo3cR=(Zq*S>#|L`gfM_B9kN|ty`enRstRnj{@Z=PI)=R*e z3h^C!?$BE0T+}i~uc+-bP8a0nY8UEN5-n3UuA^VY_Qwj!S748o;j z|0_?IgLLEk!vP1ok5W>YUwsB=Qf>~jh)c0X%~^5vI5lDRc|^*Be#e$!K7K-EWvpk= zB%IAC-{22u=9%7jQi6`bo46X#r;q(IfnqoQB3S5UQ@16=rE%S^*%X=!oTL*rbA=P$ zf}tc}+j0YAravo$j)G^vy+ANeVev_^MAwP5LwU(y4Z$famT*TJUM@#{j$Uk*Cx#B} zGH11~&Azb)BFKbvKW?{lGI#!>s$Qddo_wHv)nT5~WDmC|=CQt+# z>jU8NJ$bNUh}lRax!xu>N%26993Ob7uP`b4^$ATC4R%Wn#}9|O$t4=dLVR~{;$0?& zC5{MySJ@dEKCX%)lxjySd&i~;!^{d9b;as7-2$?(AY<5_qyGjL1y+dsziW;2zjz`j zGyDH91CTajpT&sQfA>Yx4xf5p)bG=5T_S(kESKdrQ4@m%Uo1r82u2Q_^U`;Rods5& z)Z8PR=?1g^dUKYi&mS{4E8txlN{6OJygJG<)5ewuM(MIow{ZKERTzFnS+F9Ki$gw; z`|Sr@N2|4`J^X>(M6!jDDsT^}UozoZukmFHkR9D)jZV1f%8bAl-B$F7o?@oMYU^dM zo4S^w*4Kp|3Gw7B@tmO3WoM_IY4$Y$)QxK|BVL)_GU*!HN+qt{AIDD%OX>ZuQI=rtPHx z2D~2{G)ft=T&TY$$&k2sV37o`zms*b=X+<4YVYs$`H&J+kMo3iGH)L%_nj9VAJcLpa;2@mtS zYwHX7^vbi0@2+WTg-0?{s~M}duQw(rNLn`|0-3(&`|^%?%6$2$U9S*x)O|VthMan| zRelN6ns|<(T!fu^--m1enaNJAxX&B((w%1 zl>cA~v+}|(Fwd1*g8fydOZ{Qw>?r!V|D?GuM$xs&jYN#w$Ydy!F%2vTtB>1*S&@B8 zt(l6o!yA=7nV?`S>a00cGsW{V*1tL}CX@c)23A~iR9I^B-h^0UaJeJ^bUM9Rk&BVL zw2cY+z?CrH@~pm`)63RPdJCx-F@Reo1^nvev&^N>=PIc2TwN^MPPjRcDU)291pwDVkRJ#8SrOR9 zB>3fjZnDZT7JVu&^e{=2?(*wMIhwpWe%`Mf|{uEkva z@7QuO|L@px{lA0l>N5Yu3I4&!-Y7ZHhr%eOeSvj}Mq1ZL2yhG#iMU{!Dl#;Hel0oW96wui&Wqrw$eIkkoYXwvxB9Ah1<9@&D@SRn^B~0N zv3IUWR+sm3n>pXaGNftrP_H2@TxE_kBi9z| zuM$t6ROV!{Gg0gv;*k0B3`CiwCqsO+fS0J5T3p`O%1LAfjaJjyjnd91A*5w`9R)0| zNdT_w?|%;#+~ZfbLIy1@4Oqlxx)8xWljOa{s@CfSK%yGI(a&{W!(Qv(6kQw{lE0`q zSUH~%XMkLU(7Uc=_z(2IJDY00@_KMxd3V?~=T_g?vJ?3OaY7tBkX%b#nOv_<0S;M0 zYb_NNfX(NPi@H>mJ52l&_?BN?mVdRaZ~lu;G3TNt)_;#1y~b7R(R|snSoh*;9U)fJW)2?==VN+Yyep=6xr%C$ee#ocwCM|w?=`VqVk{Z7e zdtMkMrf++_DC>9t`oX)LxKmfi%GAGncP=mUY4lQaEtz2HYXHzY#goixI`~P2_-`!- zawJf0CDYlZbXI54eY5M6!Asl6(pW1m@!D|=jpZCpXOL0H5PbL2OJ!5vT}`}Ec7pO8 z*;vs)qvJVL>=TfO$t(a0@Eourv2-ez`|iW)nlQ3R*KVq*O5Y42e&~po`0nMQW!dS3 z=w!L1NZDb2fulQ4_8T?1JNY?2Fo=!d4*lQpXa5iA3e1s2>`Da~(b)MfDFB$$H+(a7 zLSZ7Ix-8m&a1o5M)8NRT(ni6G78?_`ort%fxSjv;btn4;2-eHA9ncew?6%+Cxy#P0 zm8ajO_~S257U#s>o{6BuE-5DNgrGmN&#kd$$^-*07i3wq91d|5vMl%Rff{jMv=I~K z<;tO+dX7ek;Q)~MSNw~%s`Md}QBp^P;+;qiw^%B5TPLUX4ZJLDfT%>D5psv9?;CSbAY_c#|k zf3-LvZFjD}O~q8_ zLniuJ@GpSW*dluptTk$eM~xJT@X=cy*y)*7$KpMCV1wWwOEIfPps%H3&}+TL%DQrR zkY>r84i5An@ng>X7x(jed};6_|GSB*OQWIT9F9S%)Ouhd49n@RHA)%T%p!jUiY-F)Vm&- z7Zjnw-~n+YHeTEhsUK-IZAFjrg|GiID&rXtaxyI#AKEZq# z!CJ3hR`CJ+i6fg2L_Geyut?~Z4%8|zoeSWC@-ALYkfBf(EU!L6@X~-#QtZCB8m9dB z-#^IxvwD~}Oi#POYDm)Mn61nxrrlw5icIutUfbiBdhdo=nR>53L#-b0>wddGeBJWj z@Oni}d*K^$x>qkNL_DV*z#^$w!_%}zW(Z6N%S1TUvE{YNtb8~xOR8)Qvsl9K8)ks> z)b^{2)A4o>DU>C8g1m0xB7ZU$%&p&Iu*m5|+%wm07hUZMZcOi>2=%;N%;)`jWMBEpiRH53h~8Vw2gm5ao}rk1G8wO8HX*i< z&i)*l1H1SMX35b{gZK;{VN02GI?waNx&s(Vu3bK$SB*05M zM==#jZg&^=J8W#XF+?@)oF~kbP5|!U!n`~$9NruWK0hDdgPPO}G~Nhgx`*|%?J=3m zg~%`xqBRGF8a2C}*;UhSRu)tIj*H)*axht~Hk<9%@^b0+@_u^nG3=0-01Q&+Rad$T z0G9(P`zV2n#jyZ|!?7numX9y!jJ*YwKKEJfHWhXTsT9ZRpwqZcB)kB zu=EuPvQMHDeh2Es%ynSK+gYzqfj$yiwCCpwh#P}^bCkj0LGpHF z6|bI&H6f1kg1-_9Vwl*U>RLY5ec3gOamIiwREJPSe(U)GI9K@%5ASPg-xScMbToQV zX3RlmSw`(U+VH+JhiB(tlcYxO{@o0~YU3eQk<->Gf$*L$NUDo&vC_~cm)O9qXM{6j z8{WtAQl1Ha|FeG_a^}hI{Dw1j)X^z~!aZl36>5d-`GCQX6)l_zg%Nyuz4CPieWowfmxQ%)@<2A6!4kFZS` zCg6?nRIUe{u^^8=P7km&iz&i|JoAV^%^wdTWVCRO5Cko?D>!}>SyymR42wtxQ{=>9 zWho*zFf3ETuvu`fpyjRT463hwMWj0(yjG>dxKUpKAczRqOwcZo)ao0q&r!lyFbObS zml6@lg#-oY7;ZSD;>8y8RQypp5DkxiEkzdJ7&QfIL+b5}qCXox&YLr*zn)bYIp>MtoOo0Ci;daKZC;VhCH5Fkg&{ytlp3Zg2lhimVqaGRoXRee|cj&_weTD-DXAZD`b^+DM^@v@Zq&(9LY(O z7S;V-4L^n+Qg8Zx$vV?#ZC2BJuJFflO`*2|)VrAKLeL1K?NmK7W${5>1&jHCFeFON zfvs(1bT}=cw=!ZnJD_iqVgA<3n7U8E9czR0mC}oYBXJ=h)SnrpVWrxCW7@s^a)gjD z!$<2Ef?IYVxur9q>3o&|feA_HVg1F@i4&V6>nuYVdbP^Pm!88`Wo&o$L2OPU9jl=Y zSSs(tKmWz5GGy790E1VsZ0xsD!q&LbsM-_7qgo{~6Af|om)28Tx59dv@vquVi_%GS zatYtrR5U6_==;4bJjELGy~DisXy3wLdDw2g;>rVbx%>lv zCfW?LAEu&v9nB4}?8meUOZ0o;rU~lv0DAJVloju|h6c%p^s(Wr?`RUT>LU3ljO?kL zU)si8D{bxK6P2&r2BdM{b~$IZA*H`660T( z3^stg?7~A-`q{gYk+n6kF72w$+RGL@j!veZKJ3oV-=TIV);f)X!)4*`IQ<=u}nR+QhM?nagrAP0PaN45P;0)b{AEbU*T!1K|B9YVoMYA;bJVda1UL z;5K$=YD9^Liva^5W7_EHOPMD2m|@pCHq=>l3A(%CsqRyb!0|+Oy}LYirHh@4fV=6w zwj5P5eU^2^y=(vVJ)$)2e&VcAU#YKuciFlaemJ&Hp*BP z8l+bm4mD6r5Z+BENGNXdc=bx>BnN1BD6>8kWg6nOW7xXZ>6h|3gL=*qS|yD zZacM)uqyvOUxT}(YUsxnJGSRVt=4f);uHER>j7W=LowlKA4Y?9;6TZ0hV%aX#xjt- zs#V9m%GMRIUY*&g2gRAY8>8cg{pkVS$~ee7a`xkS9k^tjp_YT3ew9ECZXT7@1frfM?bHcR2|_2{Jb-#*_eE`bg{)*xQ_KI&I23 z9Nfk>MFjR$iYVm4Pkx*pq{F`X94mu=td_7HNk#Jky63oLJtk&u6)rMU46B9KesOum zq28x|(B<$X>kPj@ZO-mKEy=T@SSa!G*>nfZr^ZfzA27fmld^7>>zZs&|;HqKsQp_|$(?M#B8XM`|u8t5u*ed`d(a@xSS@_9{lo*q`gl-Xo8Lt_tDREo2DY94O?;CQB=DJF7SAUG%HFcFxXe9Vfr^jGwAY0h9X` z2D+JW$%f`KW5RgC_!v%ld;hvYgH9<>BjJUCM9W29#}g?;0WOcfO>ve~aS{i@Z3qFx zX2NPYFZas}7&c6A`)%>YIKr7hxLveO%>%+U5Mda+QFz>k+Ci`p8x~8T-CI(hqGOh& zy1CqTC~M|p8KU&VlSQ`tO&GcxyveXRLDW=-CRmR2DhTvo&Cy1M3ZeQ%UlGknY6e04 zOC`aK^XmCX5GbT%F%d{uS3O7uG(`Y%=IA({gu`f9e2OQHKCW<>KBk zL@sF&_P19O_4F*0+?l(`))AWX4ttvGv?1N|saQkp^JMGJA%6w7%t_%!0v!we?K*0U zT3Fg2+sGjuX1~jSXoSRauo3vy&h_Sz;DW~h{#4_}wrMl!Hy0UvCE&Ud{9k}(BHA5J zGugo_8O!toZmXs8h+2QOVWqYY71uVJJQnr*ZBm={zx2>wHlOsnfHtwKX9Wz-+I?Y* zg|V&z+c6xF-SK2aN9YJn5R!U2o=AHH($x zFPPiaXcqon(ATi*=C<4hewK)f+dM8pPDU*6WnaO-#29iYm~$#5EigMv4veVeJujiv zL2D-iM^zUNFE|_6SYo1@U-vp01wJ&qZmcn$`DjHM9CuxuU^BGw_FUIx9AoUDCaclc zNq7W{Y<*m8yaG<+_iw=U)UjgSv`2X!CD_bMxo~p`icz0g?H7-n!_{{(Sv`cJT(RbCG1z}ha$=w*c#|tG7gQCLwXX? z7Azh#-*P!{w-T7^KnAEshzvouFnig)s+T~rSl`PYX_0xNPG((HLNoK`>*s>!M`=Q8=24TivBXB7lv8a@EvIbCT7d;IC_RB>sxcT zIhnc|_1tO4Zep*mJosZv6dKz1x{kCx93X7n3ypW8a#%KIn_uCPp%ls-KRlOh$gBru zo?giO=P76CjS<3BPdELU$y{!lPl!62<&5r|OOm)R@&YgsY+Ayb2S?Gsm{~h4(mn(g z_d&89-~-dWaN>EbQnyf>1+TSiTs(px?soo__sZ!*VsF0Act!Da57Q{<7b_Pi;;H@+ zp6>{Z+>9rs=55mv=k4VL#ld{{J22GEDE{z=<;f`=`0jiTq$4v|s8RQ+AH?l%wkEML z9a!NOjtD>tb~;+_IU!$KXh~2ajlc6VmPdBBf0a+TB3SRRacp1&d`1e+x}pybD(u1c z---)H!9M#k56p-$HxhOPNVEyzLh-*+J_Qm*-d52?yqjn`L)6*t4C z@>2kqdZ(W!zQ3dAZ`SEC7K~O&RKJFZzi>z1G*bYP(Oq~S9hw7Px58{2!^zwv9K_7#Np8PTq$Z+<{T0aQalY;_xrbdE(*IavbN4<~qAXURhu0KBy-j%J! zeF~(4{oGU4y>P&`j+1d?b$_nW>+yrL=|KSkq|0NobBu*q%W8-P4inkEaFE+|Z$TDF zyu-}`gCN2X_EiFtz{6CxhI?QU;rpZq`R;8=p%_;x48X3)P<&#X^N7F&`@Xzy3M&~I zer^JWaIZ8(gJVcR5x@~+{YY`|{#vv1XwI{2RM3(J@UK+@5Y$_TozId8-@(TJK!=1; zrk3|DnfHlJ{Vv!RXs9Wn#C-YagU>)uKR_6xoX2TGvB0PxjQ>lTfc~Qv|1Z~eqj~k8 zz5A2fCro%!VD?_xUJI&LJ;Dx$8+xLx4OU54HfS`Ja?Ey9|DU=0%$mfxQ8ZM~kRXPC zH*&P|ML#z?N6vr!W%5w&)<_bc1U z=$A~YEK*5#x2+!^qaANkiFv;ukoTb*Jy%jN%SoH`)$4cc9zmbt#yTa;F!lmIfQVvp zNiGHxyC4I|Ndltu#qBooHQ#e<3)`*gkDX%pIc*TduStl#p2KJ_BLEXJxByF%Yhf=p z(9*}_h>~8LsXa!%6HFt946(+?jA4Vxg&nZ9t%}=z+i`Zi?4HC6;(O~G?U#2|L#U?g#Z`!D+49HwZZDMvuCDC> z-InH4%s3vcm~km8b**2JGJNa<)B~jOk-1y_t@(n6n(Q*r8qlE+^DmA9nE5h)Yv^Bx zz(^-xJSHAm_B-1R34C-t^^L*pj?T5e)BkC$o3d3zsBy;K4GkfG&9m7|PV2%$(Uuf- zNeuLFIOgr)MUzA2VKaQmyv`f(HXO-mof^L6jzC3gr>a1 zRUwYklasL-1#tgq^1)63fh_kRTpZ^aM7xCuN!|<5M1OFJ&I`OG@?PxzQ&|h^ej2i* zQ;db)e(iH7`$wu~u;_DTEKS>8YIv-2FQVZ@x!XweT=RHkq)SAz2#uIiGT`q^g96oaN-wK1n%5{uf=IVUh_}MTbTGo8P z0*@PxI`5KV*)?r_|4JLU+BglCL=h0%&Iq6(Q-0&Ce1~(DEzmV*|)5IsRnama1X*_4xfO4w|nU4fObUiWLdLZ z^6~8V%FFeMb!PPesR@(hGPmcQWLpFy5vsx~_51sES(Ewtt=#mTr%(+?qJj?>%lsfu zn6xRygw0@#$Y0O`=E6;hnPaU_%zv5p9jGdua{xW|6Zxw(5P-M2cP2i&gF44lBxN?= z3FB|41<pFV~!~s>q_8tAi=w>H{B!A5j;5o9CA89jyKFsw3zKt#VKv7!RLnd65cn zxN56=NBD*vRO}2e)@OfDKx_+!D2-f!XqHX>|$UTzE zWUz1>&h2d%l=uLuHsdL(>|3g9D)3+^29T-#0IZ>>4}^-7uPXs(E?UFKPN?Pk579og z6bt+;koqlq&q+y(z|MyN39HR><_@M{REx94^-`t(#XP=qY>xx!{YOEO7LSH!;{&Hn z)pq*xS{}&{EfXK)m5Dv~J3nJNA+{uy66v2NEWOXw1|nQBVA`5e^@69?p#y+h;#=fGs+0Fn$UVlWyWn6r1hL z&@}bi&Jq(T67o|W4XMJMAl%uK7pV`fkLKrEu$}Zt zMhG{pjEK;o=AX_i)GaO0FWk^|0C4n!Im2$V&F7Jm77|3x8X$3Q-v6C2E*lqN3@!Dd zz!kV*bY5%zM(>Op?YfPz&Wpro^Vq}uJwF0Qs`4D!7afZLg^u`eoD7eE@V4Ge;ULx$ z(HQI%$i;R_hfF9AR=LKM7YpwZ82h_cbqMYcaA2j2<^!{fCB#)wW-UEa3QUptMb3NBT=oz0AD<$G^zbID+ie*j{_3v}LHR1j$Z+iQ2 zo*j$>UWkvCFJybEG7!7~wmfk9mx`pLkslb9_!uTC<|kE-!hAdCaGV6RjyXMddVpDU z)Rs83;KWW#pJnp=V_?}x5a4qz&eW_-VBtMEsc(Yo1MF;E0hPb3%Z&ddbv_w%zsyii z0z(E~@sNhL{K_>#E+eblY!JS`B66;Wg)wHw{&pt1*Z3Cxa9`)GdZg3$n=V2z>7B#P zq3GS+m2Cn?x@v&Ii}lU9J*N z6ve2bosc3nDAn=}_hOUx?TSTB6?@HMi&}sGcsTr`HjBQe)g0j^ZKjNNSdrTT^e_+l zt_3_<_G;V(y&Eo=yVs;oUA^-O(XS@Zgi2o4nbH>OWA=!1WTC>r!M?*5_Se&)Pl2lfCmY;SZWQh7d5SE@x8k^4;lJ{MbQg z*Ba`-kdL|wH3&qw?uIz%cceWOa}efMMY~PqxX<0o35`y zZ`I6pnXYpP#LcxB4dsMIt1M=oBG8LeuBd69fC=jhqLzR>2{h+x0!##FbACpng$qJF zv-{Fo5>6;1Q($)KvAb~lX_4m{GfHw`N$Wm9n-f@~ZQy7X_n zw-l-$Ki5A^=LfkLT#PDk0vHb6j2DAA+l!Q;-1{n2`Mia{CF zGyAm_o)i(?{^_`3rGwmbR00kVG(DBxY}eD`WCPibU;~waHOmQ}eiC4C@;sxMo~6lG zM6(NJmfP*D@v7HTqR}GjWXQahfsgn^vb?*xii509%PRQQhE0nf?Wl8b~jZxVWm(1U-cC0m??pV1E7B7}6*3@pH!FS0 zON3~`(D>tVd-MukRG)k?wajy3>T7IS^ncvz?1+1lp~pL*W08wioqIX$Y zPA=4^4s7=qgV>5i=K~{xq_C;X;wZUzzmzhv$&`cuk!0?b#{eT5f4Y5 zVs3TW`8=`qEd{kj+(A6eXInj8Gfa)5uIk=#apa00zB||T4HX`?dCU)F4p`^);bp3J zu$pBE87pEi3_wN`#M9zCel^^55)56&aj(+>KE^|%tg1v{s|dC9VE;PncJo6<+#_kS zx6$J)o?oel0f6~kgMs6Z{9%8;l-^B+%>=}=dI5*mtuWzUNQLk+{xbshB_stQ7~=^k z28=ccM!azF^M~uIoM;8+rwq`l#F`;r8t!{hNfp>1rifHLR?BDb?-!oAD;;sgBVq3t z_buajiJ=v!@AF_N9_Y~UC@A^z@*uAa5)#lV<>Bt$g0)w4)N{@48FIfMS4(bl{@)s+ z7=#YO&h@_%GV}joLJsVcqB0Xim6A701R-5C!fwIEdRsyUHlv3IQh6hsvf=*Tbsha~ zMVk^^H08IbdkY^^Uc1bsBnmnt@qmUX@`bFLp>@Bk!NR>wB zCKZO$G+&Yxg#Q}JPET(!wu7bB&*#PBz11GtYAa<;$QOx8vB~cZ)x-~hO;nBRjFGqI zMo_SpQL5+XaBJU(K2&Ptn6PAItD~I;$-tOcCvOO^BAChyrY4zTl&WYvuozD`+eih- zmNR|YO%-2T!d7SgP;5c)V|URz{h~d3PoE&+qco7JXDNrsZQ?v5x*b^+=dj!T+_>Ci zePjb_JLzVxa!`6vm|YAu^(44SlQ?b>&d~a^glMiP^2a>G@{P zDe*MfhW8jvIxoZ6j+vyY?)beWl&1iYO5_`Psq-?{ixn4cR5>;$F(gJiBPAwkx5Stq zFU$AT_Z-8_*W=MnDH;bu15uISTwIQdYN6XOLX*a55)HS9p6+tm>WoJXOX$lfrLLqT z)<$d!#0X$BzYI;)WeeqqfF%bKO}pt_b$>Kn@zcy=!pbnp;B0@*QO^-?<3I;ASG5_9 zTiMDnc9mO=OZNu{jTj3RXoKk`gjVWhZU*nvw7Sm!KXkoQV5HmDH5}WvZQD*dwr$%< z#kOs;!;Y;^(y=_Ij`Obe;Raehi^BFbf!klBo_{B{l0(WLnsaLF+NPG3G z4p8FZFgIK9LUdW#F?$5R@C@pWiwP8oRuh{5DTU;lg{CEX1 z^_-|CZlTW~^Saz>T~K6i?_Jl}d%~JkF(T`_zJ!cV(7Shw@SCATC)Enx;0CG$6P16~ z*>1DyA0|#vEZlB=4cL0Z38>XER(w9UqShD8U@EqieXX`q`m0zTZtuL)ea3{;|k6!DXXNMP@AxkM5od^*VQ-hoZNF+oFiO z1(umr$d}gMcT#_psd7$ zl{07Nah+0A8N9i|!0@;m3Sh%T88x2@@rvCw4BKOYyoA25Vc{N5METu9gII!$=G4IZ_A2CeqWj*!rXfwUMsg( z?rwY745$5PlJzn?vkb8c8BzD{um_-rj~J^^)C@2lp+tO*Dy@&ae#ov{5M^cGyU&Ug z8s5Mq>hQarmfLf9ERDyQqU)=@&bGkfUC$nHqk0zj`yU z2vHGZ&VLCZCLqgF*6>BQs&}hC2THJ-4OTZ`bAz;v(0`RAekSW1#|7_a7g=&Ex*)$9 zH)#IVGe08e%T(||;vfU=RxR{hZX5TM7eGv{eaa@n6*(p$1u{X(St`E_ z-YT%S5tWL&30RzpWFc2FM<3&7V1W?ozcQf`QH}ncO%{zDhb?txu8UbMKp)__7U@a~xvbxuj6WxIO&y{D4YP-p zhjkNTRRSpk_>N(o#{Y~hd1H9B*J{9d@zzcVw(tffm%=|4*h=~Oux=6K*=u_waC6G- zdzRY@pGQNB(lhdSrA5BUD>{G-FVUcEs)txAK!8C+#VA1vgkKx1gQ)GWV}0AS0eI*CQ6f;sDCv5IodBJZG^F@_W@O>@EH;G}@>bO!eOBf#^a_ zltS|&07O3a7P4t7^#)V1QRN<73ldcMix}M%%&KoC3t*V|%AF(OOEEiM=cYy`Npk{Yo^ z)$%-t9_9IZTekPd6WQKcRI>Yd9T^2&P=J#9&y~lr22y(#)S-Eiy}~Nw7yg^u#uKq+ z8)B*N)qWyTP?0_5nn|9MA=HMEJdRYj(uVakeoR_s3N!0#rO4c+#d(_QKo&G5xW9pL z0muA6+-N<&Ig){pWzScGoWN2mcJ14Q*4Z(i@6A|540#u-0pl9rwbHE;?p>u+mAor` z_e>rb3G3%Zp8d(Balv=RIzJ!;YigfO3Dr5(S`=c^)!xc*@^V=p*wu1Br2?pS(jAn7 zUz&7kd)mf)R&R`L@=MNf>7@wtJ7$$-jg(NjPGw#Nw=A#ZNonGbtn72AcW9vE_{+UH zRmvE0M>Pi9)nx*WylU_U?rgV|99r1#9?ExU65e339US-70p3rSTEnxm`e+jXkG_uq zkrXisq7>;_&iu=*cStnp80LS9+>`yd;1hB25IC6sD^<(P#+j@nLIcROQ^4ay8r`}o zzn*xET{f9s*@F=$iL@kbQASg)q!&RaFTY3g4&PRsci8%*BQ|mfc5e?Qa$4EMk00&D z7PO~hXcLROG052kph+TA6O3pkQ1DeV>@aGKLKjIznT#Z(;n~=soXY&7!c4E`A=XGL z8mmM5Ry~iRXYAba9TmWa3}q!w^Yb92xd?xOSf)XGl8How*diSA)LA%d5#4zRm|B%d zlpT&leWIX_3MX-!idH-95#={EnarU?p$Mqx9E&Bfw5#ebc_U0vB-MLvAQ5y-UZ`WK z5?gF=cvj@ljO!kCOm6Aq5+YC+9G}wbMI)SJ@D-2?A zVqu}NtQk-wBYHquV4n3X$T~{Z3;d4gp|2*9DKcoh3|R{Sm#{7yG$<%XV_pP2ikv45D`;ED5eyA~XMY-esh$?(Q?g(>!25 zH#c|pbv_^Wa=c_tK+I3#m9Bxly!C$X7AGH{I{xpDV7GN6fuSfQw;hJUwFigrMFI9O zKTj<+0(u@FhF|X;8=NHT{QlhbwK!lBa$dTqIDGONY!Cl@6QA!9YKmSwL^0vkekk*6 zYST5)%V7X8bp9^#xu4kGxZQtwE#_^6R30{QzAR@+e!B35r_GPfrjT?ep7XW`I8{zLghvP#GywlxgL2kPTl16ht{Syql znhG6GjM|NuJml0@B5$hfBP&xk!$%XQHSL10A(;y39_fU7Dtx2}2&bR}9nb_lL^jWp zXrr`9u74I{p&7;Vt8r6hK=E14E6*p3I!kcMoY16XS?XUU&y+mi0(Uq&$-t}hTpQ!# zHjxG$5n;vtmNU{u8BR@P>X2Q)%)N9j+RZC)rEgny0cFce<*q1&YW>HVwi^&%q_27+d9-?lt<`@?fqOa!4r~o1>WL& z+y7zR5;jtNIb%-oJM-5ZJuFXqnO{$j=a05y)p@5kmA5LtKoA7DQS(V^??9Jo3s(h{ z7Z8PSrkVlJ0m;*g`v~9@bk9VCr!&yr>|s^F^cJ#r+$B%EOusA zchJaI@OPiviPZCA*o~xgzsO%_f%u*Gh`!2g*H37J=cs(wq>6P~ zl3!?DZbnqQdl3fwP2agVc2>T7cEtS`UKqnFGG};yPrrSK#ZK$lJ$2igb4Driey{sP z2R)|EgZTX31+MqC18>byah{HM-Fc6bAI1b#O5u~c8&+uHpljXWsaW`fMRLxH#M$tUm~9}dRfl{L%X+wOlWB)?Q#zRaE+vZelYT2KkCX2QlY52)i%*065T zv-5Z&cCZU&iZLN$z<`sVv;KU`%LL`vcA8hGeIQTBba|QbV8Huy_i(#Y2cwPu@_X7m zweO4q9SHVBzl|7zlfPYrESF(<;!sd~-8n(+s^N#+T4s0>InwZr5qZTpC=+22-~qI4 zpzAzLyv}bB(k|ac5ZtH_|G+rh%f@w${`DYshXO0$Xd!?9+>dTaQm zMT-0skygyN(Ks;yIkKyYDhpeivNnS$lBG>p+dr9<_kb}eeCx2AFW)y6=3+E+Vmu3; zRGp{T9Ex#lH2+N5{v|nn0{r1ASq%tFgQ^uck3vqs$YFKqEP;sa^>k8p)WdJ#i1+y6 zDL$G!^J2UnM?H&t;{Y?355B;DAWWfFwYtkp{boA`h;TEuu9L30KSxt9pSF|DLst6F?<2Q1* zyKJpZN$v{bY0K8hD1UJtTHGs|zLl_|k)vA#+7y9}$a(8f-ES$|BM#KgM|&k_K!gB! z1$0Sdq~AJMwc+B1MOOBMY;&=)Kr6?m!`fq?17SHgmYeBA1&nLfQ!|y8FdPPz6zv^F7Xv zNp2NWO`6wjv%?h6E}rRMWIZmf!h>vifliiYvkSSGtk&v{@Etw*UjV%2yTe$`9{5*S z$qys1ZvJR!|I|?D;JOJu2EkSK7}WR;1$N_mLmKg6D|?;!l6B@l9AYnyH8g~2ta`S3 zK4KbS`em|?%-ctYN zUzU+sc6CE)3j4D><~tzyXdEIAwSPbf1VRz%E^<@^-73=l`%B-8@E{X@gz{7OIZw6^ z<90}cC!2p;Uu?v?l2|-kOYp(CC!K2@k8eG(OPNCEb_ffz!@_jqqUp_wup(OC4A_&L z-OOM+&LuM&j|A&2w-_i0VyHbTeUUp#d>GHLzm~O20c@2zA_riQV1GjYGbJRE6T*Ad z(3X0K3@(ma`fS~N2EKx5J>Hyl()R4kww1I(!@UM-KZ_YCml_YjDjYJ``q49q-Ax}W zcxV-dnKY2nzXbi`68#b62;{_EDP&N%mmzbR@@TRcrA+Qy&N&-T3u2k}tRWcKhN#?A zdtHq%9c}idXFXs-47ZRc9nJFhm5#|_gQHzO{V{(gsSzj$5gc;gY^T+zJBq{S>?g-7 zNMTFxxsw*B@|BVH-u`$b`=4vQJ5dM)d9H&rH+=`5XlmX#%?i6mPK!F25oa; z-cEkqy<0qJkw4G3S)~B{Sabm_zCVV@(JXp(hjo|`Wcz?M`}11Ik86iQ{NtJ*XeqQbILl1 z_fH*oV_y6Yko@AobBLYkb$AQ`5Qz{5EQo9)HnbQAnw`^M8;byLAge+cGka4PS7$RL zyMMkpq$|b&gMqO8qicl<%K0T_`p-3C?SC3PuMCX#&75uKi+UDofO!mudCvEYfFBbe zAWY^tfOS~Nc%*sH0bBU-DPoe;S;mNwWVfD#y>HvOfDZqb=Y&#Jf<_j)mwj(mY8Z_4 z6EX!@^^xz5dFx>LBn0vf^#DEJh-6~=E(|Yb=*UwOH@=fE*)f8&z>FzCG97%}yq79i zOI6wROk@8d-3``;3*`$_neKRF+q@kF z-h@2;#7dXo`RUTQjrGD_VQIbE23unbhN_LWYgM(36??AB_E<1~RQ_b~cT**0`9nT) zYQ9**%2sE?O_^mVkt8s{SDU&{WFv}@$h=Av`rPI5*)A0jLhb2k5C(y}bzA-UiJBkK z{y|m`hnyb~au9}m>gvL;K!K$y@U<)XvBe7fq#o)@AB)M>eE$-E}_H+Wc(u?Phv}s^nC3%xt%X#mbIjA0fg@<|WWQSY^-76*@lVW1(_K zW;x(jHzwU2VZmq1Z*JWHNMNV~%|oC!Hs|vPgksjXVxgKzSTMhDu(fsZ&5c2D%!#Wk)gcYU zS$W_&lsmJ~1zwQ%<0ysVPR;DurEV102(p23b)|>O^YUM!M8qGy+xvBg-)AkOoG}iL zf2NRMdVlr1@7^T=K}g=vd2Tpq*{inbj_N zQy#=a4Y^n~q-p(b*6_U~atneu#XfQ+dJNOw!D?MenhQ5_maEL*cILlUwTLQ+up7tc zRCZW9TcxyMwopwI7h!a9(}q=^6XtIGBoRkZ@nEw7aim#*@8eonhZ;74*U{Pbg^*_Q zFt<9+FpMl15}`*p8*j0)e!JP^MIk8erQXz13P(IPq&aT1W>%YOIBMv+GRP$zc$e|mm1rc-u!g+8{j}^*L&F3C zHUdNY1#zCaAq39-$sfOM4GCXASe4rIJFM_}L|VJ;*FnU1z8D~W>s*oYv##ptcyJES znM0P3Mzmt?LQHh(cOK<3=l&+C(-jmdzHBT+*r?%r@{7~I7tJXRT@yznO$6~SDD319 zK>F(Rkly`G>H1FJ54ldEHFuDa@*LCljF)2V_ASo*0?{eKLGoAlBO`Us#yeRs0?``* zx_@s~-@F%3CWjaeq|5=V6?v|uaFl|f;;Y|@p|nA|XQIQBT4L`2stiw_Io zk7l^qLrc-@Ccg79{d({Cio^rDZyklZ0LY1sM9DG2EZ1h1Yg;GEQul!bBFFov3u1x7 zaFr)(Ka{s6`WcnBqa_0Ui$e6qOyyUj)N(q3UOU2kU?zz7+C!a6cJ>{v(51}~4H16N z1$Wc+)lv(!ZRoD2*q&s3L@ODLunkl2QXZM)fOu-?Os%1I&fsoSS%%Jj)w;bvj?DZ&>tDW(LgqqD_g#{vc8+M-7{iB zQuc=R2YHj-pmemgX+Os#Gwnu4jFR0LSv5VMN1WNFViZ}aKP;*>rM@KbEVlS;?r$~i zl}=dgdk($r0-U@%y1JgfJ8JbwZ7X?3M5L3gj;BsGE;4*u(+;Z8FqI1oV|nr=)xP=N zi3jfqoBkRCDWMV>=X}iUI@P?#Z)>P{xcFcw0UQAzplyxs8o#1Jv~gOh`-xS&S@~$B z4#;W;A-`U7W!YMECKu0M=0WeCn?;r=LQ<5$GQB&o1UT2alPt_EjVb$0QBK+i$@%zPGR4IsAMAHNNSHz-k`W*dk91{>x-iK z59Ol1L+5OXEwf#g^R1bNwhr%6kItk?dJaJ7gy7`6FpLaE`ypu<{}`XGs*Kh%FL_a2 zHA@L`0@&KVX`jFr=V3frl-nfm{P@NRm2p=$)*JmWXV#G1!ikiqkh{ej zu~eD%eM#F7*M|XgGyJEG?3tlC$xUb?SnP4I&prM25p$LyQ^}d3#9TXlQfIF@C= z7a%ZXzWem0-7ag)#ZBsB&MpdF9*j+!0VI6G$xd1 z;Sk}~5DzZtxi%Z(F7afmDvey=C634-awfVm!ER|^k>j*Qf!%*<8woUz>e*Uhr31_a z_~rzOHfO_HO5bGg^c6UqV*2pCr}L*uNKFSL>rqwy4sKr7Xj$!#{TKW9s>?f#<*$+? zPy>)*qWhGkssJ~qi8I?h8WlP)_KuUBdfBZ z$k3mcubR^`cs7O(?%3V^=L3%Cfq=o49bzCx4Ld!c&h3*G4vs41=}8YE@tNH3O0kyK zX9ld$-~<>elOVFXnYPT|=lIhf^i0ZFSkwBAwK0Dcx2Im&)IS6~v)JMK;-xI6JFt|* zErMrbCAl59;H~~SJ)4|)qme|FxxMP@egTU^Zc%5E{NXOV|1%PR*s*aE^$4(60*^vH zD2Em$B87<=hcOjH9zfEyQ`cx@P(lbpAO+KX6e0wcuO}ZlU=y6N@%Ar-eg_p_9-fTD z4;S#~>88j!{%I-d$(_(ad(W(N)aMOsvzzZgqj=3%-}%Q~ z^zS^995^_l+zV^AePg(fW7#!^aM}#7Hg=C6qV$lmSRDR_Fa1fv;#6<3Gp?z>(`=@o znByXOyg&{S>thfZZOQH0b92dvS~)_zCZOF+6{O?*M1BUvTQFAppeA62e|80kAo`*_ zAC8ZI3IBR}I9(HZB`8b$J-cE3cb}46|K*Qas`*!a_p1K7cwI9_YGaK;D7?ic+}_7B zfWJ9Zc*2!V5>p|?(J&8SFdh27l06)^)zwe+sU~#>o?zl zT|9}2+OgG+m($SAKerGB_Yd!Di&v};hsyaO!d23^vjkbzfXgs8 z_W*nO+)`p!YPBSEuZl{*cKY3u5sL&6ik65m;~blSG}OGSN{RoMzB#0`xce_eWd<{b zr6SF795l=y1K&eUIMS6+$f5c8QObG_KgKJ{BmYDqa8WqTop}0K{&2gqzJvgF*+hTw z=*a?Amuy~ZKYLqvam?sks62FB257tCdNG)Ul=e>_eUgy056 zC}QwKj+bj|Z2hZb~D^X*AU)|<|I!tQ4^_lv4r#uu7P}#Ycli^M33&nbkXAni<)e^$0 z_Hr6;K~Xoed%4v*tkoWm4UX-Ej;kAqiWVn4(_N(0o;&Um_ifu`X8<|V9b3wnv|Ytp z72x?Xo?9~182cuT%qAOx04l7kpMG@+)WA5Mr6WO^9@(gxVy$$9Aqz zA~(N-fi+Gl5e2igkCfVevhN>i`Pn}g9Y6f6a@E-1X|Y{BRJb%A1Au;b^W3Y^EToNL z&(H8zcT+hGnXiMiVRoft zHJHzY^6D44VOO{h{Gndm!O9+YB)4IDNVVpzaQ;i+F%t3;AffVhHj`Bckt{)uR5fm$ z+Saj>ZPVbcCXnf_0l?-tJ7_xQ@i=3?dZBd* z)5u4TO?|J+cFL|naEx8l6%cB))H!W7TCZWki@d8aq(F~2b&1xetpjKBCEOWj5(~p3 z^Ci%W?xpC9Q8E*fIK2Y72=C3*uUyWZq}r6RX$zu4>>_muWd}%k= zRwPEi^==>mbS#CaYYGIO>4^P}Q@X(o_~|-{k>|#|yt>3Tj7M)iW}0w0Rs*@*_0wSe z6rBnD^ypIp*&-uG=cE%xT-(YU$TdA^o24gO846VTt&HvxCVN3659yr{aXmO}<6q}{ z&F|tsu?+fE!P1r4=yB9L(&hXpTW&BhC8~Tf7en~~?Z=4cv`;8I?|5%30eEnVIygP9 z@7>~D3H=rNFheun6h;vMt})<#A>wdiRO7vO?r+#=q}IPojej@?ifI`!@a^V?*lTo@ z7W)z*My`bj!g4AVqRn9ljAJmw^zCfOzJpX+>! zqV=#i73JX(gGq~+0k^pU-L-?}(1X2jIB&cO;KwF8*8VO-7;<3Ye+8@LI+Cwv`P+<; z*JUO1xyKi8YlEyuvJIf=%Ow{ly_pfm{<8n5Wc{*Tb%!cMXqJusiwk_Tj(){C7QTMV zl>bY|SciXM2N$&6lMOq-05O~rw8f7H8@wJTqS2g*od`5&CaG;^1uqW}a!)Psn9-_<5bE9gi za(|U-s5+bS4;r<7H#}pz@1#D;hSeWWd3&rJ9N1~0kF|(~K8KU-{&%^_SBH?2R|AG5 zT;DuNDDD=?)MX|5$>x~9q1Dh)_WHQlySs5ev_y1u4v$t|W9)jqj=qOSGK$e&!VbG8 zBs>GQ+Q7XBq0cF_zb#Bq_QYsGjc8*JCsE_2t!CT(P%(gJWK18%?-F0-EgJQjHGMHp zPV;K9kt&Z1?axL=Cl`U8j@=mvEud%No_4bqsktO%`y_JEHZ?sN<`;wr+I&W5P z%GJ_%SgRxq2%ML@q5i`ZTF|v#({BW|^M()5eEKRJ#7?)`I=w43gc0!yyokQ10NA+2 z4W*c~91mMV`7~5*B)$ocg}~Lm?2{h?YF4FKsr;;?s$4rz$Ye!kFA~e9;%4yExc#8H zQH8IwRC7|-avRj7m~ZCR%EaZ!E7Y4CYupJryzat!?4y!e`w2UfHfN(MEq8br?|1<0 z?Wx7XS&9n`!dj#b9>K#cWqVq2+UZX*$YUHeJvBRvy|v96BP_p9eTxBda|MVhFUl)#Q1-QTyYd6ed<&qg z>?au>$W|ysd6H_Jo4~awL|17r6O*n2b3q3OGufVuLyKbZV5tGgN~|x;{EPz_B_0$X zZz#dYI)N7>cFyj4cD;)QWKdnwJ$lXAz5fmT*Is`@2uwbdKPVv% z9|xF=@1*^lkKN6QbFN*(wZ9qg3IMUM590rTfcrdSQ`e6>3@E>&tqW@W0}?heW`AQK z4lB5ADJ zqYQ#P4;Prdu&^2(lYfDH37>9T2TQ|PSHqNAYi=9+?5y`5DRDbzbTf<16w#^PGgg_c zeTIz@rQ4TT*2KIW#lXRnpIKGLpyw70r_VNHOj)r@!HDbFWz?M%0ltcG-FwcW+H{HI zXPp;de=md}s%j`oCj$!DcF3+M&XWdN>L>=A-57~;c-d$rJdi!;V($UkBax*`AD(8t znSY0kBS@M=Sv_r_t^E268EA@MBV^qjd1b6L;)BM}g8QDopGW$D_zA+~JcTsI7zw1B z^*b#-R#_Y&$N8EsNz&M_EwA*sD}gaTj3`o#J%_%rP2!< z2Tge0lL5Lr0rL`(S_7;-9>46Heh0$o_{V|DN|Vas6!zx=^=s_;LvP$NI6- z;JnkjlTp9kj~@ZO5>nVBz!FGUNBr9^TN(DjRP8WB+#fRcABZwjuAI6FNV}gGIM)a!={rj+Pde(s0^e=;D zxlMEcz{n92H!j8iswzd)d{1RF@jB3Mr+y@gZJw%MjlRx+j+)ny!>JgO7%41&X^BDK z79|Y01C^bPlMdM6A??)c$f|9s`If}WcGcHN@A-S2CMJbg-9riOl=)`1A~TxhY?ePB zaKkPvA5O(tDf6dsSHFe_Y=Cvsd@A9IC)%j(#tXMB> z6Araz`Z{F*iJ97lWOt!LQa0fXm*kflwp=qDMtL!IP;Zqw=FulgiPliTAwFxTKb`f% ziBFf+hi;`Cn!a{yJP;sd6NQLBL9&3)>FYg46Lr!A8Grl;AFti|>_d@-lzj!G!8y$2 zVf@za7E4rtB4dCx)K9eg4O?tgZXwm-;&I`giT#QUa9`}bp*O4`aFnNO3->Dkwlf5~ znJGCMveSOl(lr$ek z9dwE#6mJ>}Jlf7Z$&NGq!^z+#4j-G>p>MDQz{RDC!3#WXtddgGSxc;vsbcZY>^coU zMIR=So6e7HkxfrtbU#8bvXYD$ET;GVsV5tT54Tv^$-y^=z4IAsk`%of`+(8^fW_k=aV1T<} z4!S{A0N>mBP;v6KAC0*vUzgmk`?i=C^h2Rwj}9-Ph8O9vF$dl3u0ii5gwfYbObZgn z*L*n2^zsUv7&^+;1?ZBi6?;~!nm{im?n~M|EG6t;TESxH_N%`3q4{0a3+<9yMV?J_VXu|g7on(Vl(Flur^1+#S0suAiBSD2`}3q{LKzDy zy9(N9vbE?!%Ts%x;a(WV94l|6whyVFH~3jtj4jT@JZ#pW*O^B&=cOLJ_3Q$u zkP{Miq&1Jio^Bj^{vlT_X=nA2f!Dfl^>t2ru7pi8BAO9G1qZTGAgF+0m1n7K!X?}3 z2%Bp!w2B6c_ve`f=QyZ7c`Z9o{np8OQFe6MB%N#a{B3yg2QpE_88QmkKqkrvI=a;H zlw~{$$ zcknnM777IT+w;kNaTvjO5B&~_^~I+&OqwyL=B;Y`Y7=92Z*Z*LU>;J_d3lsZa z42n^=Y~Uou5)_iuV~#7@`NZIUB(Rk(KsCbCfVW639vZCasVq z?#hEFrtaDOu~SrB=`Q^ ztRMR%>j!o=K0EuKHS!C=I0BYY7_+htvFr&#QK<7=8*o+cpNP*K^1Xb}qyo^nJ`sOl zOec&jA+jb-3Yk-})5x6sq4Z;;ZNnl2idIYXnK+Zv4C%kq zP3Lm}K?Nsb{?7z0SUDD0*_4?SzXKVQqJoR6grbSoi7*h^0fh*`kR|3!9PIxrB}CYF zIq?aQRxk)nDwm zO0TBWAi@ON$)ft(7Y4%l?_LX(ll5hIR)SqrZ(6Mi-I|HcB7aecJo3Dc#QM-O~{egcpNbnEhT19gF>G1&G0eIy1a+y8(kcXA>c4Ip-w*?N!(Ex-sH zKIq3Y)Eu-mt}>;Tv6MSEN{@8iZt*@80e?o9%$2lLWWTE6Ga2J& zvU+s&S&Q_q0srdBeVei(PKAx7Kb~IUcF;eQwGI>3f2&B1``kUe{DJuSxHDp! za6ai`KF6QJOL{&RdkwHrot0N3JPO$mLw;mU;*u@7W-G>GK1M1*JT7h#phciDzJI|* zSEat66)ZNLArkc`^b+@ri0e=q_@?dD!xxoRTEnH?0#N;KOgj~iTgbfLHN9*<1&c19 z((CjjT$MxBA<@aO-}ho6UXr&L+Lk~D&lk2WjCL|~6Lcpz%s?6oK|D*8wW!!N&8SH~ z?4$Pny|%j8WB9T+Xbpv62Xmx#h3dwXv{p|Ha+#TsO=B6B6V#M)&}|U&tnE z2FCfQdIkD9(eXZ!{ONJQu`OY3{G6oYxuQ2kgIq|&%uk`6FFWXi%lwdeG7&`%&MdLTfe5%H%1P_@JUeIIcnJ z1%dt^ZeVf#kNnEQ^dC!x*uP-_+73Yo)p>&QOeT0*Qt~=qGVh0AY0^k6E3q-kAd`N6nm? zfs+3YRTR*3y+x&==H>ZT#{JyHRS11H3$EVJ;Z#4!Oavzug3I4lL`b#*R#*XqmMRwc z#Mnm`3hoP3*RW;!_f-d>g8oBq|D_nt8CK>mdSe1MW>o=ah5bu!tf1gXV9vrQKihTX z^K@T#V9X(OUkQYi82tYKDK7LAX+|hOpwI9#K2VrIhE>EW%$v#%vGkyjO)$kgd=`<2 zjTIpanfBK+kOZqQkq~Qur8yoQ8*j>C_}qgb&M|F~WrlZ%zdOhybCOgraITeNi9b=$ zq4UE&%svPZP|kG1zZ1aX{2%Fvm5J#ua(~Tr%ZCVkA$LPjmjyoF@eTxL2ud?C$ATm@ zQXS)vriD$ZnEi?3iG~j*{`&zs=13;KVf(X^5BN(1-TC@tFP*}?i!AeKGTa2~B;z%8 zFejC>zH9?l9$!yiRoFg3G+vU8eppFQfBe(5g_Qb_^bFy~k#M+q_yrrbcT$TX>YaCZ-f1bJMs@i_I1}~um^zjXX(8Q1y0Mm z@aj(!t5LO$0?Q=%33*gFm6rJuI?~(^cSR{NsYr@&Ho2)ed)bWXRD}&}G04VW65NZEYkW2av zpomh@_<<<;2NG%U19%WnKsy2&^C`%5{b}?G0K!{=hnxIjeb7}^#1vD*ZAcg<$98XL zaA#nk%kZxZ{;$*)7gKV-J{rh>n2VM5E8+Z;F~8tU`d>J!xDagt4S`FO9XWG*IiGx8 zu4R4YYasEjl;ejk6D6b4exD1HgAUhzuZLC?I5Ony)j{IN44g;BH865c>gHh+W9W`UUQ}Tg46n5!O$%Psq6CuMs1awCnP>gR}$H zcNZD`jWfXapE$F8q4(c{z}R^?nV~P2rkfN77>8t7sch5?(}XzC#R0A$J*d6$&`E38 z6A`83y6#Ag6S;Hbj-0RB>#pa(1Pz|hnGY1IcdwzWch@x9;;HpU^Rio)2g@CB43{59 z5w4AXVP@d3`t*kd4(klZr|R9^J%WMyb@eIW-O7mSneeK#p`J(|04pRNv3Cd-%M)H0 zqH%+nc!uw!L;1ik=g>bTBg~1$=)~GdOW+#2uj`?u3^Z7!d^h@t$_gqhkdzeH<%AXW z=9~+7sJRsN#)E>QtQ7Tr1)V}*)G?fDwH36P>;xq}La_y-@r~>81lbzI2oao`By2MU zWgPYmOvi;5>_A>)Vhk3(bdtwn4ITh;-ht|9+kzSOypePM4HY^U%m2ve$q8t*fZADR z`{1vHz7x(v)E$bO;t{x1z&558C02Y$Lg5GW!p76UcCyX^3%cx)K`h>q`%wk}07B zTJe|_rpkS&xcqu7#QpKGM)^o3z-?EC)ifZ*rW&$GOSrdGqY|R@qTr>n5ysr@52jo% zA7?D3+~Ph#UT5i*ecme0Mu2dv${!CoNagKE1Q=bF-gt+sCDd5T>%*uma<_DlYWFH< zG*Qbl7QQTj*Q;I}a9vtbgCmyP42M<|D`S!6ih(B(!5d5~2x!ZHi%ioc;(!spyi)u5 zP{COLZv}3b*ex@ph!m=@LgJX+6_DTs{L4Ht5!}c~uOBT)9mBXZ4I|1O_Gj^d(k&D< zsqQ5gt4Ab*XLkJL6?d|?TWgi2G<$BEtG-HiS^8Xer!{>)xgH+Nw1fRx+iqZ03#~ob zdDLN=fMAclUPE_h(HuIjH=WhXeilA3-!_;O_cj1!g~`Jwk{OX8a(m6BUvG+_5`wQ0 z+LHfPDT<#1Gy&S%vIm_GY$JvYgy0?W4f_wWX-330vvJh*%yJl1HS$V%1wN@}LiH)s z$xkq0zn^DA!CjkpR&osDivfn@N`MK_o~k(o?hA+IH& zmLQoo62Us>NLIY|^JsMAYN8G(E2@4$u@gnkWC`Z4QI{>`SgNZdDwTHHuXn!zKiw_E z{0lNHuK%%YWM%pf3&zfT#Z(BX?*^V4WNjbWUSBBr*=hf)1&cC6Wabp6LHQf3c;_C& zlX;>~qU&oiaC9^q@8pC4nbald|?<$#}r|In0Y(`);~peXwTVGrbjzk zj54`3L<(-s;=OLl`h#m{Z^`l)oR|qGrqCYPB~Kl?Aahiu0L4Q=W$}7Xo>G|mtO&Sj z60j1@g~roB5oI!K&E|@TG)2{>gVIH z*ySne5xujA8-~(um5{fQvu(89!bg#EpoUjH7^T?ei&2`6UN&Zv;R{VA)|4K)huRM? z%bUK-zXUf*1qKf*Yi4iZYDvVx`kz4hO?S%={ibsnFVu3j_qca>KRA{N?R);Ra={C75c^!7;zhU61jDqgllR9 zNfC_JDI4*y;qH_5mv=2eK{$NPD^_d6@BS768?d7EqLuQaU805dlSz6a*0v z1O?{z0)u;h`|~^JT<3T8_VSN??dzJgp0(B!_kBOl+kFuwnW$1BOv(zpq+Z3RVxqU%c(e`_Dr;e%r~334! z;O!XNj_pUez59jl)$q_LMkfD~_Auji3@8Z~bl#qjROkYWP_(geDUONN7hx^|s*sJM z@0PD~Y$p6N#;*7F<>5Z}3cWWG@$10>r_Ayd4mtLkN;xI`jrT1TFtgGWauUTzhpQZ3 zytjMZ^H-l;f9sXTr2mEqd2ykxl?J@z*?O{5YNhb@JGbGCiEHcPhOkomi4{nUDB`^o4x!& zK9_0Mxg?s+y`Qe6Ef(CRq4QP8aEg;>|JqGEdNiR;@rX7mEa!s;4FRsS_AK!&w;CtR zZI}K-ls@|irB}S18*u1h4vW@>PJY;fI7xP$xFhCsYEjYZxp^q#pd_%e^DjsFsQB_i z!iApqW(1Ty)Q?Oz8htW-HU~fUDHm-mu)oqw?`hr6Pzsbv6k^IAq!8rsw!{ybrnB{a z`|_gT6*ceZ_`=)Xypy?(gKsq>dLKrJybb5Nu#PBJy_(mc7hbcgs`|hch0Rn6>ELK) zr?#4=zH3d8Hr?%Odtj%{mnSdM*o;RrjV|}M4RG*r(6)>f6MkJ&R22nz34D=r+)>LX zc~uief*Yhrb@kWH7Y2I?i0y_sq5#NO?-*X(u&XC+Fbcok5LvkHq=K zJry1=^Lx2i-1`1uO7gvU!Sxv?3%%#wq7y$KHgt`@GpyaYp~STDNU-MPhs%a8U-;!B z#_}0zu)l>0wzyjaxCc6X#5a3%yUpE}=|YV2M!v?4=y%LW!k1341a5Q*g3}J<(HeQrn!9RMA!v*) zTSc<-u(qpBcf!SN^#dXEz!y62_f!T7ugbi-EMVtU)lzss>lAyGsFYg#@D2N+Jnu^D zWun~yf5`Ob?#&a+fu)5{`eP(8P`0S(h^Pnv6oIaaA}WnfD-Lm-t=5YP${qq~$((8a zb-^XvX-!c5`&u)j7jg@V#Zt6pxLeFy6SQVjn5Xnx5vhHnDnYqNAPDIJS}(ymTt5b) zT7iZb?V{;WV`wx<;8-gFAc0Eenby#tl5L_b#Hu_5jYN2nC?0YI=_BD2Xh;bO*BHcg zEGSp`5RGo$2mb#(E`bYr&rkv&&Bb@uFiRIX9wc&d$YzWnaaatRHXSWljz)r%570~q)(C_?bun&n5~vudk7mLVMk8C)?|f&X zI;(*uzkvgkPnLuw4WxvW5Gl+TVBaP*69=PU_gvuW4IfyCXj){6S>0I_v|qIe;U3`$rzLvq`z@cTV6M{pq1(0OnmJ;?U!`QFe8E&EZO>bpW&ZyY_7eIvcGam z%En&bjeDFc%```hx8c$T=lw}vU9#RRZ?Y1(%q-BWbEs;N0yJS)kbrT^T|jzy%WdP` zIpN#qu|qr2bipIb)m!z&cbB@De@Ze)D!ld@qV}39NLf$U+B`qn6wTWb)=DG~nj8%mhQ={y+LVUW;e90znn|<$H5F@-uR<(tH|6DA`&O+YT(KqZ4aR!fO9iM_xi=a0gvvB=5S51+} zR7=XYtp`fU!Iod)z%eosxJ#15mDcp1@mjFbUC1vaZa5lEw}zGsEJmZ5KqXx#PjHuHHz3eB zAmo4vcL}{syN4DQI(h`n-9;5M!PWp|d<;stiY2kyqMvt!M$a6e(MUf^4AeYt`GoH5 z&Yz|k7_7YTIL*+9g|iYXrZVQ%2R2b#78>Q6ej^IjC7uKBeAK{>qnu_u5Nw4xYTl|` z^dptu+ulw>ezINIUl>jgmk+Zc;PCvm8Kc0Kr`B4%vZj}ACPqiVB1V`vJi&fRu$DE` zR-BbdN7HiO@ty=bs20~pZt0?sl>m-FRjK)+ae3f2if;0xH+cFd+6c2N=I%lZ6!AbCZ>0yX8mgUQ^lHfBP5yMg<-BBtTG`XRra*Q2X@0saAl z=(V*GH`kAs@{POiSp}UFUg8dyfGf~~aObePD4tuJQ9Au3RE}4ee{?{kNAPfy7O(I_ z7se?_AKy_diBq>L{8m)b1VDLktto79C@`Fijn+R<9=PTI#3#_L(jK9&AD{t;u!Lqh zLT>|=9`SV(^`oSzw2d#)aPk*rN^wTXfpETRS(4$WDuWM>X?g2jHLVAL}&2{|1_c$3?}Dfkne(V6jGD zNYwN+%uC=L1B)4`zktOU9RQg7?|{V^5;(k^{EZo&w^S<$=fbB@xrkyY89E4CG~(E` z2eb$9VVmJ+06h|T3Qv_BRf-6cHg%VV=d@a6O zE=5|U3h!!7sZba^Swo777Ykkm4@mEXpGnl<=e6c3i98U54oN%dux_ymFNB& z8s@8}if^XrzDe$2XGvY0B`jJf03d!~;V1Brh%jc|cl!Z?)(VDeMN5Lk-=y%AVxcNp zhdce;7Gy_X{V|N$XsSX6C2r=1A|KK zk48sx=i9R;9PjOL#`6MzlBl=fMCFsqb}#pjtRx@mvDrzc*zxp4Jt-;X37eW`9ikW( zO*9C+&~+0eJ9HGpGdz*TfP=u@ixi{`#v4O9fpBLX=~+p^BCEW@sIT8>LM{D1Iqi1k zPWnuZbG`4nx!bXvtR|N@UW=$zD;{I5`=0xiDYdsMYGw~Qn{q?_^ojie!x0h1)SY+Z zD~_Rua5R@vf#pxUCeC7t`*;;%hL&t1h}Mq4^uWYiDp!*SYFaaFA9 z=$>_7->;wB3TxnxKFCYCfj^WT-{Rz?C=6PUQ6Z_LB__CLz=y4-!hEQZ*eAp-A`NY? z)rD+{DrXhMJ5pqUG(rj#Mi5R%xe3BALPL9&zDqWk4%|@B>=82;(qVLMf{V5%sKnw% zoO8%6uhbU~bXJ~GS<=dRAIG>t!sQYbd3syLPh$94{dLA1mt$K~5aNiQc}T*4^N=_G zW7dSh!G(l`n5=+*pk!N!JVtdPG?aW7HHQx1>-dBgVrPv3`2vCcxA&XC&3ptvm1)X? z*km++fjA=YQrg`E95j;x;oLjJ=bS0 z&pfJs|H1XJWqM#H{|!V>R*x+s;+%9Vf?Sw6J;39e`p#VWkZoqzRKyNk?16pWIga$@ z;2WumDU`0#cS65E>TXYXD^Vh~&o^G(Cb;AMRja_=y872h?Rp+AFR3R*|6~+9Z%(uB zOC`yg9+ol{#cHYHpw9)S(X0A|{j7$?8a$cz92xy{oLgn;4L_w6e74kh*5BpYZ#7VK zkbXqan?^CS#R-k<;5dD=C%KF`h8ze>sL&0wf`#2_M~y57VE+UYu>EjgufI$|tL^C_ zr0c5&jUD*r2vArp-Kb)@Fw*(CEu!_66(<|7OZN@c?>{lL<~F%sn}pnhmzk-Xlx4rW zB`==E|xcd#3HaA*JLLDLO?-@3%4?W*$+h6yDdm`4&L3{7l`rYK%SB^d_D8i*J) z>dTlxVVYM(uF+5nLGDx^<$w9**>&Fsciq*pMN=w-&}=Ygy^w!g0ZQYoUUz%IN$-L0 zlums=?ho@rBZs-Xj#yJhi7zRm*TWf~stsAMjqQ`X&hF{L+7OAWt7d3vP)c&`h^5xv z#5RHdyk|N1X#bKw*NntLH}a<~_(lGSQPOldv0=X<#WROiHdNuA6F?44Rx?p88Y#Vv~OSl2_XM-87fqnavKIxd~E$ zDC(vrI=7tuhX9a*9z?N8kd6kjq-8$3W7{3f9}U0fI~_mJpz*p=YQ8e5DXA%zS7 zDU*^obMr&Z$51`)H|b}1+BdJy4iJ9kxbZ;Z#zQLt1zy4vr2fma+IzJg)`A%L*P9$P ziw7a3{++Jg_Pc~T8s-|@3UR#nDPsy>dHv_ShOD{08jr*FdX|@0h zwfNuk;i39f_Q5gV(ydmp8pXnL?{X}>3=}|0r7k?|%$8QX(qk9J(5XH2d{mauv(LP7 zm`e7hSI($ux4rffnK;i~ne@#EVTZC((@-Vl$6&~(vUgu@56XbmW!ywsm+aThAq})O%0y z7I}|AKJa(^$M=TnIFvqym zV?@db+soTD243zSMdF?MBXwPs0f~6T;tU-l;*N5nm}P8FPkZ$>epIhTN z)Qnl=UHXQfMNa^dq%bN=3szRhLk!o_FIL2cjgw8k8W*)U-2T+hwG(ggB=?ZK$jMAARj5Dw3^JgUe;?&qlPVDvOIcW?Tqh z8H923T`S@-x>T%dEc})IL$xSs4HS8fvrWe_|r=D z+YhqCkQ$oq%GEX2*WkKD`87JdPc?^WyUr79CEL+Hm?axlfN%P4Cz75sRd&6qpbUKaHUX*Gi6ZUdEHF#A2ObuV82&3Ay4&)9qZJiBs*ekl zdX?Mrk{T!#LgoX6XrEtz^<7g_L(Ti6n%3-I_g_a{xlJR?SNQB*f4k_0rGT3qO?_QQ zdi1X5M<7JkOZvtSu=01w|Jjn zAzyt>b6|BDKRWgL9);-g+xau=9LH#3ag23Dfg1E!H)8^*C4@n_C#pajik$Qya02+Z z&;YUz$Y!iY{tLh|2u%Wkgd7GSHqmG-01W}e59L7l5)uUbg@kPZe?v5n&?L;OLCTO| z&>R}7&N2i;rNhqE;JLC-c$AB_5C=;UEvRE~EESr2A5WGG7C9}yq%k-_Y+MCFuoY!k zycpiC6|x3FedkneykM#Y(y=j8owpPEW0~@q@pG(V65UtSJRM<8iy!;smLFi}a~WS~ zEFo6fVI}gD^YKWj7%Y1t`dpSlFv)&y&2uffYVLBDYuS(Y^L)Au8NAD3U*)_=lK3ej zf;jm?9tK^?M|b5Y8nOs}Q^tZlJ=b_E(sY(Yo!9@Z*a2zf=ip}634 z+hm)7L}l7~S@_$g;n?u+1^n4gx&cr6qwO+!Oq&w3wSmzRfQthI1k3ScB|u|%Dx`=% zacW_YPI$E}!p}=;)=#lxXQ|J)@8Fb8N5+#Xx>#_s&2%p_+wS8p`*c`W32vq{@~zYe z+qe>!L!>n^gdyy!LqJjqRn;&Tb=9m{%%#;G580@UXZF3fir(voWKU>sposjsDfS7I z!TynMIL}p=iIfuP)6diS3hou4((Zqwr;>?l(DAsjzR9#PLrrm!QuLCPV*OFPw zIa`GHK~x5KK0q7L%e&gnE{saS{{w4`k)agg|D(Dblpck%}rqL(AnVcv_i7hOR$q)dn z<=B+i3Y6;a7Vtk1mg{7Js0{yRN^oS{`Pjz`_}tv2ORw-}t?j07H{Ow0k5_vteYMZK zCGt~aE=6a_8?pDyEnn3$SYIqjv5Tj1bJx!H?fW89_#eBfFTN6fTD#ye&M#ey*g!CD zk=CcNBtKUFPQHRWqOhydf=E#(VS~$x2a#cSWwz|0MP`eCer$tLZp;SKG>>iP^`Opa zH@PnEMC)@Go{eLgUa2bvV)lR9VI_XX z7@gfClM@3N{x*OFmk)rTP?f0M^F#)I!k|~Neh~Ps=_f=FI z<5~n7iV{_ZB!HxG+Q5-PcCD)jne>36p2XQ9&^cQ=l@CJzmQvJe_X9`hZ6io3c8 zWjP9=zd*vWj)sU#15(0?PkiNYGwP>bnY0Dv=<$h(Zq$th1ctv2z#9e;Y9tu7%t`{S|Z>MzZiBgJRBvTPME4Ou;{V1 zFhX)cNNi!`2Z#XBDgNZSPnlBWu_B8j#S2n7Rw(+O&{+$#Yjmq52LUMfI8zJBIvson z)G&z<--2OI(ALgO;N<6zr!hgqFcszRjf)ux0X+p0rb6OICp!ldz(Khc%*H&@X?;D( zT1fitMPLC@|6IU6&`)rt?p%ZJA-mD#Xh4O}my`{xFvq4=sFf^`QMA zWFM-(4*dm1lN?;%8`N(nwrV|lDW%#10DXC4o>Ru}?4`u&o=9aFCfzdWnQww`DN*b2 zFst4mJgetqnXv>@^YJcQv0v-1Bi@~Ywf}lQEHv0X6d_WHKPkLUasH|^#Gb1^Y=WWU zM)AA*7Gv9idESH#SjGvv=7n% z)WUlY2GJj+!nbnLLo(~J(rt{?WERlUr0_6EsO4FF z-`ix~1VWJX2Y!vyGZMpm@$fX^4vVfJ4i=(RaiLfLIHLFY5R0EAv_&~M9r%0+MqO|z z^3k~7Ckh#n1Z#%$Mu(T24k?0tU}34(!A1r6Bjgu~pzhRP;pQUsec8@RKk)|CuZJM6 zdEb_sksR6aC*qi%?T8q(J*RBy-D`3f>QNc}bnoSm^bT)$;PY2oBlK#QfiZVisndUq zn7FN}%KBRv;7!40hG>v=QUEi2>`ugvUHyqbiFpj`iW1vNkm z)EVyuxB=0Kzq~*N;05jl)BfvW{c8)9B9J2?0ZJSVr48x8+-nsXuH>_0IxZlD|LJ|i z0GgELCXUffjBr9Ur#L7$QTn%^zu4LxqcsEJ8YtXYd7^Js=II_kMvrx z6=~n%N}g4F%b@;i#LTxxtw$i{i-T4(frKG%TJ9A;-AeX9RGc@2@dWq@GtHWB@TO~7hUM>Dz@#Mfm- z5=xrKh)25`nBX|aL@L62fTbuDG)i1f2oDfCvO34I%FQD=3 z#H4VsKZ!wrp4^klQw6|gf$lO~D>X)zMs~GtFF|Yu`G%=xJSr>@a&1@yKAaX+&djN{ zZQzF;&-nB{QrL@XF?r4my|L_e$ER^VT+**%{@MI`_>9HRf@hx=>zzj*y(5_-F-E$- z)4zMquJqoWqobcbkA2ZM+V|wY-R$cpB!UW*aa~*t_3Vuv3HXvwd;kxMRIGPAs>r30 z5!I!|iUV7k+F!L6j&@go(o*zlbu^IUP~#Oi(CgD)6QzKQs<~TtS!P9|?8m=%)VFEf z^W@{YfD@B<<7sG@0p~STbBwhZkH3jEt_to7CwMnEZzD*ect}*AEdQx77LBE^lY51y z>=5fAmifzwhZqa}iR3vu@4JA70N@R0DAG{bW1jW40BACYkB{hIRdBf-=KU;e6QtgGCu}{BO zVeie3Qdfb!#r++HlrMcostup$Ue%lQhnL`m=Kl%+<_6nTKgdg>e_wzzDdduOh@L{$ zRH=URuAFm}J!+uK8=0r3W?W}p@fvfwmt`ND4l9?~7)mG`y7 z*M-d<+->K6Z#|ait${!6Hm+7Cn4_?$+~x9)CDL2rWt^?hKogdEYNA-pvv&#rNnjD7Q<-4wzo=ugT6AJm%fJSIVQe)TK%IX( zl%K!DT@}xnUEoc~K6-HG@)Ru*cV3hBbFD+Hb?fuiNxh6KrCqy$K0)3p8d2UHJX6-X z%cFMj5?5llRb_L%w1;t{@fEs3Eo&`8Gt5@@iRoXohl~d()W;GoF@b{GZY4=FahdSG zO?jwqAP(~2;CPqk5^$TwR=58`-Z;|kl^S6_{!N!p&9nY(Tt~i_w@pYtG<}m0yEh6> z+rxf_d!h7XYhba{(0T^Ep7}l@ur-CzZx2NA4|$w+%>O_h2it`q^k)JQXr>lT5r6-{ zd$vahSlNDfER#$}ExL@L!~^J&75gIHYI)Kw(GG%q%~88jj<}dWbsUiXaRMIG2b6pO zsg4cWghGBn_}D}f4q94bf>zO@6X@%K3222F2r0RF7RH;a3k6GH?)RTmuA-Qdu5hU0 zn0x5j6fD5gu8J?;1~=gMI6Va~;}?-uSCaC+sMe=^mhk?(1tWWWf=BeH@oa1ymj_oW z2w!eLT3Y*_x0pmHUs6}%b8}#js?nhA9{csFou!qO8oByA&n!LOt)yQJXg^kXF4WYf zT}*txsnog1x+9BwFvJo+N}~<41JkJtb#i^vq|dh{%U)1}a|es$lZrB5sbCeUP|C9e zmCvQLlia~kQ#oqgYWYNR2mNcYH=&$R#^Rg^p}i_&R9K+(c)GORBsb1a10!gxYOfwL zo${fnh*BD)VRa?02@5Ih;dOdx#ZPj8Gj!_j2m3ciuJjLjIUW8d0Zw4vaZ57)Nq^W5 zAi@&@M0o(rnSKD_KnL{zAOOldN9-4*3k?lq1BzTyZW4}tWT5&k6C#OLTjWR~0j7*j z=#~*OC*fFkPb5MZKC~vcCNA3FQ5Pstsw0~0C%uC5!`{q3fYv=%Up!%rbngFAb@6vZ;Rh2@Ua6ddnBBz%-H(DWZiI?Q2K~+&eUQw3APm& zYt|Z#NkH$1IbT1cYN`J;uLKk6%8olC0QPZ+EV@OkK4<{{BE&^M0Z%xX8@r6JLzADM z5(kG_IzyR{uQBK=S&cF2yGvnkBTFFOiN0NSD>Qh_BkfzKC7xD9ERb-s@j|~dakBJJ z=1OMwxTjByY_Gsc8WMOop2W8}&OUy)bpvV}3pzTC@+ zl^oHP=P2OeLSamsko-o>ojwiXK!e;#n%kcs2dK$O!(N*uXt$H46MnATVl{n$;BdQ| zmlAf&ugBK34exT%2aN=m3n;zDcWs($T)Hc$yZj_ZQPYuw`?7vz!IKWCY6;<`ETaC! zxO!Fh0xp#bFJXel{CC@Tl@d4Ju^CW$CQ&{#puz4vmu~Ss*x?$q=>;|To~AVXtz=*b zmR&DFa0B+YFC>AIs>?&wpiv~~`qdcKt)EzpFqe{z4*cCxzW$$n*jL(?XI1C10s=T< z9Wi^sV6d11q-?O_c(4KPtUB(e%WZeSqX`yk7QE?ahcx_lclamQT|l?ZwtNZr=$|g} zKB9i1Su0a#TbkqZ?LuM)+J}4>TNhvH+46?X;}DS8-xGjV%^3;##{v`>tZ0I7D45&* zy0CPhUb~ig<+uCZX&3; zANDqQO12~*Iv6?om-=}*KYNb_O8kt0VZmC^yrZ?1TwZgkAh%}vvln+B$6K392Im(} zbn{qcJ3SE=404le?&&$^NiQ6W@-Ijt+>( z6BD?0og8-2$g0uRJy$oI2a^U)qZALary9mMvyELV<)M>6R!xty} zw!f%Gcka}uSn#daRBvWWXi+d#=~^rVT*dYah3&zl182$oJn_U|=6=P_rE+S2sm>4{ znjL`-`$ed^6=&^B4o^5A8XpSzLjTIcmXp4zQ0OgjHDP!om$ds04k-e5WKMvMYV$7= zr&zff^~>R8K?a}qX<@9M2i&0!34%9nYr7~9hB1oze$N}GJH%zAjZ!$Rw$s!Ev5CME zr=Y``D*SgGI!(OK@|gcc;=O|o%E3}TKn6x1v|A0f=uw(uu}#v!1KIFkvW7=!BviQ=XsOysey>9c7H_R5iIoNuXU?%s1#3QIaZCRaGyS}MRW^|LsF(Vc!E?UD z2E9;5u%w0JM1%>Oy^c9V`3)7S8wSGqkvEu)xAxI~E0{N0)(`8#g@l+>-yv}t+s|^| zy92ERfFH!2B_nCOc&xN{HW^!GOIKhFmhp8KZ(g}UdZhKSEF>p6MCt`F>4Y$)W`U7E-Xs2oTO#!w zj)IVV_ZDqa^UCA-*PjAeO%HO+UVn(+zcid$y(>I-G-~Jben^VF-nLAm>8G|x_NM=j zeFcy6kIGr37gOdObyn_Iffbzk0z5TuZ5Y^5ffQL`2yL@S3GbU$V}@5%KToisoy4kA z?qvr3APkbN&oj8-7fo#Y`7xIb>0FjwECWUoBMNB6rJ<$Xb2oxcr!=Dita|tz@6wFiv?c_W)(V) zQ|b)8>J!NH)M!QqJaV*Wx=Aq1=SX2#-s!1;4|$jHEodX*hqgt4xNLE2Er?tO3z4SQ z-_h}r&Se-``mw@LaP_lcsifC!*^;Nkb+>_UH@^5LddK1COoQ{aMVHCx+s_(wGoSgr z%l$I$_3{2dW@M$eOt$e7zo)a_(-zs*@?Zn}dfUk*zUIzK3#sY2zB$V%-UF!N_W<(0 zL36-Is?ziXv2lP0`ZplrML%Zd4=)2j?RPR?Ju8b6mB+zMe>JSWlZa1ME4hxS^W^H1 z4Kx10p2l|7n{MNxIU^8k0LwL;qVPN4Iv zEd5|-%?F`#{M1IJ4@u3hso3x@4BXoCA^JKiX{i1vd}rd^E9$m$f#RTpWPaum5Y>X~ zz`eIrbSssk=O>4%=X79hv7-SWvOnfim*I_jn*O|CzHZOYNUlzS>B`@`}*{AhMq&mJ< z5y<$_#7%VA8B#nA&rTaA8dKeHvXu^URy0mxAo(c4FFq9%oPhqG?!1ME_uUe@( zRf#twmB+9joXRt@0X-!7HuUY)tat$E&eq*S%vJsq2qE%2{sE1qC|KB)`}{)jQmB8wd2O}D4+RjSM9%>S3X+zIqY27NfFq&s3)^7_+sOG zS@Nx`7q@mDUiW@6H4UlOd#ZKkb#--nqrbo3wSr4>AGoSq?%EGV!(3FRAjQ`>XzXbn z->4!i)7JwXyFBRI0osp%mve$tq^Sf--WwSpI_WOvN3U=Gscmv1C{u{W?gLHH@JeIV z&7Y5Y#CwZi>gw{aGcqXCd7iS?_T0!2Yr!D!XZ0Bs+M{Inv z8<6SUyCj^oztRmD$nR%6aYF~q`XLLGG`1^t4m~#s&ESH7>8Xc z7_2<3Vv=i$Dam#4y|M79TXst3pe2`Pvbf$@;!akz3jk zY8$7SO1b8B2s9A9UyOg~t0mj{bRwIF#cYS`%tLxfXU;ZQan{{F<9*~Ah(-bBYB-j%8FR!cLLN9282%7?Mik9?mma))z!RU|)_ z>iSOU6Bo9B?*~)=6`!m$yQ5p3mC*T&kBu4fR5x2ShxSz{4p`dvtmPD-@8Iu=n3k`0 z82N)PB?L8}>>f+US3&cH6*_r@zQJk1e}E|F*T-B}7RsVh?~6L#+-5(Lq7`BoTY9M}a|y5E}?2!5$F|^rE5zSRtfn zWT0vwdxUscS17=&1)u~D@974zV{i>6BhRgqbtk*KPyruuJWZCu5>CA>Lm|9JCyw+A zXsewoIQ*<{kM~4OTsx&ahq%Zt$&3S4msX*)xl^mCuD$7G`%A8wc82~@HZZf-)A-#2 z-4?r?>0WSCsdq4M3Yc^J&1#dUPk|$`VH6foy6;>RrrXl?^j8*fqceu9%d8XRA8yq66=qR8#2VynEYV|bVFa?R~%$KByIwSP^>4 z&*tvF{JQv=Q%TT1TV3uK!aB0}=V!L6%rZ`EDhXG_Zfp8FZVh_aV7{1TOL=GL2Tdw< z%{OePwAh-n7kHxU75%5K41n;I{<@Vm|A4mPbpLsR*cpZgPp1QJ<{ncE-aZKzwj%gx z9HkYSskrP208`r-m4$>z2#y<^(J=H?Wk^<_`Z1M?cRby!`?0wK#;O>t0*2ImJ1BgN z#o!DvQ*w;nz+M73@a0&k1gF;>Pq*s=Ff_5LRmT4OH8L*#n0Zp>nwp~par6Zw15uZ> z%6&uR_7Pl8qdrl%8UZ} z5t7!$mmjS**rS=>=#E_`#F;*@cXmmTCFnJ@NSiN?Etd6q%=QB94gkUIV7z z#C1g5eQ~kFa>sy3mP+~MrtS~I12S8G6SD8!l0O#-t168wC%lD#51=+$*Em1(?nUMk z)VRD5*3G=gL$)z6E@}FhM~+4;pVeqS=Ev!kk~$$v&U$@+`#BtI3f8|sVbOoysQ-bZ zTSWsXJ>b1Uf<7U$itkatV%pP=of#S;gw+9fGyG6EMhm+>=Ku_VKK?N6DL^1~B7ghc zKYgOX1t|f&ffSgb6%;ok@RV6F+OLbP9a+bk06+@xpEUt3EqfuGP^G&-(=-wWv`qu* zpKpK{{e?yVvUOZMa}vtb>sC;nPso;|5HvL502B(HU;;7oNF#E}kK*M>kI)Vzp=k75 z2y+Z}B+3>uF^{4&;?#;@sZ&ft90Rd-_MGJKI71cWzyPHzin^Cqsmj2@!IozOlq{~t z)f@u|Fu2G--X-GMmh(rCDz;ZV6f!-`Wm%uBSbvL?@XB^3Sf)!QejDT(=gfM+*iCEj z^_Qs94`tmsrJo(u9}SscC#Zm!qKN}7zjjJiaT%e%(?^3?iIZ&^v&C81?!cp`TXvDY zZs*^lgjPkKWOhboG z98D%ofj9l*0#gYNlc)Rscd|74B?-q1JU+U_5gRYSHi!_E5L-hm79w00!P_j?_sUde zSZ)(xE5wpt4SN%co7=-z3d1WM$@2&Mle}LNN9Vnu>%acaMEd&aMTe%n!7x%epTJQ0XmF5+_L%Y?HS4EOPaaBv=FPv;1F7+oB$k|*k z08-Y391mbXy1EPX%eD0rrcaNuckqz1-c~{J5^7NK8!1^fi1M(K1M^gK<1Z~s z5KE#`57aXQYpV8ZuWflQdrIq>mo8Did=~kv`t7Z?)E5;FGxZxYXdJr9Ct;uM(mAFI zv-EVHBy)73e@Z@nAI10?YV|07<}?;boksXGamR}RVFIuM3}A>%&~%5aYc!vsh@=+as0y92;(1EI3autt1<*=4o2#WPNjj zQE0pP!UErFhO5CZ>1@3;xm8zT=Eu0oQcPM`m24E%<~WUBKlu{ zYs`3k|I79hEq>232ZKIB{(N~gpR~oO${V8Wzb;IUku!SMC*9EE&utnVjDJpp|KOKP zEP2gO_>0>~zE8|xkJB>_5u&0Capqz99tBFOVnQ(}8Ea5!0Gt6oo%O}6c26+mRcULa zIW&DopgzjBBL@HV(u0~sg|FQW`14GziXpG6Qt$AUTF~9@8;r9O*1Ge2gLmor0kwxw zpRPYvMecP@%xPgV2MkK^I|!YOUl7&@hKXbJ&QJnyeK_fFbtR6?%|D3-6aFR!YiSt- zVQ&$!kpt{KFs-Nq&6GoCg+J2I8U|?O;Q>~h#6lr>yCkp!lD(h~l6@#_4Z#Er!Uvk0 zfP4suRp*S*5ZiGGE~aNGY2p$oX3eK;&6&sl$C^z5_1x*2g~7)Xf7D-{BBv6Pe>NGM z4nIHBs_rns(M(o*Xh1&$;j=v?QAPCZg#_ItO*l|5IGFGy7cc@U_2ER|6e0pNSxaY=;w9mLs`i)|)Tnp2x&25|vnk50f~uK@s0LBXKk zB0>@h9J^ ze{HAdrTt10Z-QYrl4ik3!}osYPqqb@{u8Qj1{z&E-lPyIXf{IW6E#!r5A341T;3(K zB!3ZsFZ%P}N*efKwRS4R+@hH-SW)vxdzrN&QN_qHkvHR6p8bg9^4D3xyE+ z1{LA>DjE!VN4;)$BJ>ravnKEj?W0VlnjqV4+`ew|v+73x%-p2djQj25cz&JkiN)WUWYyPG2PenbnQ_OdBjX!=~2b;!fS=%QfHK`;}%pD~O!U-6S805~whaQpROV zmqBp!c7uW=Bhn>B=Tx@vuJRgoCf*$D3T_1io&!J9w&y#!?Tm*E5{;zulX0$j_;pmm zM`D(K4NpS^T*h2@2*+rY;u@L?mLI3x8S8r@+H3IqGsojK>Mv9;T!}30-&eZYcn2lL zj27Rk3vuLa``CfC_A2%Vks+Zz&N+Qh`vdK3;wv2;;>p?YTkk^*kWlb?Sa zkK`DO;-NgUIIP0|prMmMuzE?1>7!nW6}hy_{j|j#>pMb+iHFMaffJHl+vlEd((JFh zgkbLR3Ag~@DJO&ff!NdraMqvx!h0ivP>8?v5WJ66+vZ|y6;bJy5%eO6K1`cDjLPVL zyrRgWvG#^s!%+IQpUq3wS4GpWS9-%7YHKs58=lN`&mX-i=dIC-oJ{eEV3(;BWG7)B zODSB@C{vz)Znssja9wMs61&%tXNY{byduUK%qn#JCm(5!TVzFW@+a!j)KIdU(Pf{H znAY_li`4Lk|D<1`oYYXDD zQVOno$ngBtJ97o;07$Rv+Vwq=WW4RE4=>+hI_}XY0 z^6*WV;`NozBN*?u7yBwRQjzKg?BN9O<969)+?nmgU0NC)DC|eKT}tbzP4egU13vPD z5XoZ?&RZ>1xe}hBG4Ag8ZY1d05#n~=+08xfQ20l8%JJNizhOfE6tQ&uPZYvSxVX5x z5Yjg!om(hZlFl6{5PX19Cb)CHh$E8r<)At=NQnWN)P&V_+*MJ0Zx*Rf3|qR1nJ~U) zXt8^?z+-^m_ek4oam~kbW$pzeLbYmd+eJSDaaI!vnV+eCBfV`wty6n|j=&!~p0XZBJ$w%VQx9M%-xvhYlj%ygdLi5-^<<81!S^+6*=F<=9U zZ2Et!ePviwYuom~(B0h~l0$b%iGVbUNQZQXzzmIaN(jbU7^egDoKCUFVm-iRbW13z`I!OBI0D#N(LB<8rvOHtfbSu9c9U||`G_yZb$*X|R*S+GQK^vx@iiqc3`X)s*^AWPN6L2aGt z>Ul4bcAT0ge&bPgB83-0K)f}cj$KgVvMPs-qZzxzP3}JRA5#$}@3K;d#EyV2Zb{mD zD(e_GBMU)Ndg-I|cRZy>-<6rV?oo0@m@S9C#a8BX=fmGXYop*HGSMW$jYMr6!KHV< zK69OB#`N}#F;h)CQ$1HQZi`^S&sjBc5-!ujG^_So>mLM&MtF+pTTrA9+=0*#Kq5c| z@OJ(aI8hr5oE{i6DP*rieql)q6x`3HA&*ed?jU<*iZJWVL1*kTo;r1v(DGQ5D#m=} zu^@U&sB-|m|Mt7TiV%Kznl3yXgL|Ds#!6s;IVt+d;3+xR?s5y+VD4*&SoG5hH|OYE z8i|Phbxtz3nygeDW|-X?Bdi_-g|`nv_Gj1t>d5Skje_7VMNxMf^y~%Pb*cq2Smi*(R=sUQz0cE}#Jct+6gl zhHKvD|Lg&tI?9Owxe5PT2Q=Xe9~zhBb2OUMlh~2Q3p|X@MC&VlDWlXjMLo332;pMN zA$cksFVP~F3Bts_X3_VADrvE8vrO{k$3D$^&+Gk*X7!X?X4|w+Xvwa9K5mw2*=k)_ zHJ`*c7U%Ms`1}R{q;ZXZz2vQEls=(h_g|Vu}sE$b+ z7oiFPFQf~hilyR<=}I=hs9ixvsAj9s(NSz&E4w8Ty;YwgQ{uzY9CeT6TOih5uu^a@ z0rQ70^t;A1W^vw>>)6qW|%%v$)M;(O&jw&H+ImCF=i18BkOUs-GJ zD&pLF5j5|XcZ)B)3fYn&YtLNxUHbs=FhE9$%wJ#u;;I2MiiOJ*cG-1qG;GQOA_s-5?F>HXlA z_+_~v$XtV;E7~5cLI<>C4rcpOlQgB3Lx?|)Pi?qPho}rl3pp+F%ImOvG3H2}C z?b}F=Up#Xh`v9k;m82i9>Zclas}ZE=N4;(^chY)0gy5#1x6T&^>X>6>%W_(95&vmZ zc<$E+blcB7TF#6|)@ZW;i~8=DarVzoO69^*rU}b-VqKt`S>zV>EH0DtY)ScAAY->XB0_{1hp7d z?!j6XDYOckj6c=1)=1ueC9rU;F!>=WTjDwp%8X|f#ETm2Xt!5^by#T7gL+LlY_CB! z`1V#Dp&E9Q)i`YMFQocHg8clh5st2D4!&q88bj zo!_VdgU7SlJ1-f)%mHPUn+I1j-~s=I&|!=sF7m4`FQWLqrh9F9W<=-P!yQsO`e4UP zSW+58>GPjHra6e6guR200ya$m@zIt$wQ9KsL>P zawYSUbpRp_Sv2&kl0R;X!uyvB3EEs3qp$EhiN`B1*HzwAysUU7Y4Ms&n3_Wnk78Zy zq0#oq!2W#=5dv!hiLWV>kE|0(D|4`f>--#rD9(ctLb$qK1N^y3%;iX||c#~f(@aElI^&rymAap*j=`mXC2`vz^d7ghP z1utqD;feF)FkK+M%SaHgH@?VH5kUtu`X)3=e`)m3#g_j`qyGw!=);dKf#}b9E5yY) zq0pTe*)Yz(ZE1S~1mHi%B4}_n7C?#i|2!6w@Yt4ovJPZE0)CgKTgXO=(1#=5MF^0K^z<}H#&AT`SP%k) zuOVc6=-2@Cp!hfFfe)EW#Xq43AVt6#c%P8ZD3x#h;SZZR32o4mD_cM0;x`@{J&si7SA zZS+!b;)Pz30Zxexb7-b&Q~i{)l$~sMk&W@JaSgx*=Vuq>;$a6_DdVCefR8Io!=PT2 zyBrs>J0^e}1cvoLM@XSlM+HW~@dZtWnL002;x`^p`y>1J|FnKgI}yP6-P}MJ^PD~D z0Md2wq>G(8WBlW-i@$oRJo-;>9V(cJ4n`brQG}u@2*`Qaq+=|?NrRZeFtvMOSlAMl zC@gq0Dkw4PAY#IpXLy6E!hE92&r?kLH$JGB*gA-%I#TB(`14s`NVMrM^VK7p%(;2v zMf%7;*YW~Iy2A7h)CIoF`S-;Hq5nr)0vjs8+g7~YLN*)^yb015K)kCc^DM8BjRHZK zOM7ijaPjQ@9tv=V0j@1|fOG4GU>uOI>U)(N{1(s_o~hV@w$cCWcBB|p_+SP95Dttn#UuOge>gLz z!3EI4!U!Y{VGvbgaGHB4rY{J&b`D+&pBhY1(JKGVB4yz8G5pWyr7zwV-Y(uAKGRVf z;Bg^p~z0Pd_fIrVFeW7z~Rs5pOEjj`L z>>qRm&kaIJ5mMYgo03^s|1_k{(7pay+~>LMj`e z`AsM|4q^xR!m(@ARG~JqS&zVJ@b-B|WvWV08Xj4i4<0;ph7kvwEP8sEu+q*Uh3Pfi z9_VOxp1>JxQW1ME+YS4PWcAa20G1l(VGG@-m6HNq6ueWh_bV>eAgO<~zo9$VIF2uo zw|CalzW_- zUSqUkLMxHqQin2wT0SP0yq$<=9iw*pG@rN?ADUS34iq|GivFPCgIs!d9ruWfhVG>H z;|vM3j8x5J1#Gkh%t*D_$>uqf%oo@JH+B>DhEFKpv>3tkoLRQOIZJhAlvVfd{oShJ zVvi7>UB4}E{=e=Ki0T-`q9L? zVOqIe6PJp7T?u>oYZCW(BKsl;f6Ya`I`MATqu)}J%1pX3!{Bb#G0#_^Q!A{wmyP+mg`n}EE?jdHJ{S>{0kDlNjP4U6LutweKp_I8} zF8HHD{%Cmm^<36?!;Q7A_9>kau0rZhC|%Ljn#iVq&g2q7OxR_l1;`!+BBV&8FcNj2 zP@_(gj*GDmIh==&+HyrIjn(di+tf2F-|D~dx>bpxqd4kom9}xY&815r2N5$#u?yXv zg^*xJzuFnM%sFX_#$!KHx%aIzm9M;uaP5esggp^gieMz$m{cq07o}fNx@{7D!7*Nv+rggehFb||ZK{;&dtCWzU9jzVy8jWfCs z7e;v?Vsi<%5Kk+eN6@G>xMJF{uFQ8NWct$!&bc<_RvUkRBF#e;U(h?zX5RxwzmjpF zFZ5Wz=VjJdWA)=h>@@r!2LARwpK&E_&_yp9+4P?Oq)BfY^J@X?I7DEsjo~N8S zmPSLFFI!-hJeOz=K>0MUUUZoW;aN(2S^|?@LPbQj@!h-O=f^@-^Ze)gY}=C{eTvuj zNwphiit#hKGbQEib~G=$hVPkbF3x7x<5$q~d+Je&X;n7P@4ram)ca5c8B$+A5S!ac z%%KODb9N~>>_JUXoU8-mT(zQb1hL8}3NhqvsF3P9K2l>EEyrXUTMle!4ppvsf#q!h z2TPHu+#*7|fKhRpszig4`obOUGq$th+pfE4LMgw!NAgxi1IZErU*z_C6lu5d z(%1(n-;BJ51F^E*z3ydV`K(EsbRGB-%E#r#$Fts%BA88TL$Jpa+#^BZNx!yHMLzKh zq2|moEBQvqbZS>e5f!aRJRiqQjd=c)sLRPVq2w9ID=JNEU7F)J%M(2sbDGzk?D;Sv zg{afzFD1-oP2|%x`epraa-BU{`jBLHUHl2N+83JlLCW|2Sn|w&K5%vmPRjUD^_|*C za%~3vu(Bu|$^6sKtkxtEx5(hp)9RlHG?E?`sqF4U6nM*mM6~0U{p~;vI>Z0m+@LpSEx>8#+H}`5_N2~dBe58uNivt3N4nvx$7fhNeylY8u;r0G1 z7TmEImD6taK97B~%SRoHt~_zIR@k90BhbOTDzAQ^q7acoQ&2(Qh&uo=>7-n!%|cda z3L{$67lqREk!NR)fEZT#`sfhW^HN0rU!rT8|0X7fcNCyxSRFuNq15UVfUNwzGS?y4 zB9>lBs8~1tJr_oh0V;_tEYGUF1VOwSx{_I%<#HmOcrj&E%Sy*k z5C^llLMfuzD~29DgJhck0?5A~Q!&Kp|9o^1i1!3KjNA-3ol3VX3b#>nj6`_IP`}~q zF)jCn`|Bk!kf9Ss?wsij>15M;`qCd+b`(3#;%ZPWEk9;mC9=_E1_UntC#E`K?0+J(0r)n;JwfL ziqaIyoq@e(uiufjQ{I<`MeQ$O>DJiIKqmM4X$h^wo=uU3n5UVcZ~w4(@yxx$&K?Ul zS8ZG+dYt@y+nVA%xLTv~kZSa;!mLc029sw$8ce=(`*3RBA}MvN&A(eatmpnM3}T?CwA9;-C<*F$ly6$fr7uAVNH$tba0`GOJ(&^@7`C~CMoK;v_x zx<@rHZqw$8=s0bxSUx~D5}>R~+ZG@O13HK^CEb~hnhb3ug)H>TJZcymwP|WC^*y>3 z+G!<)Wpw*tK~Z%dpvVQfn~@E!HMJXPVo$O{xm6#sR!iD-cSby)7n!XtA*~pQ7JB&e ztuuiE6$!5q_1)|wjV#GqL+|MCS_xTd6wPaTHgo6;vn)*u5J`br-Z7^7jVHXGx`igK z)6k>O>QJlp{%g!es8EsgPbw3YURt!h#igc)$v0qSQTKK*29IpNAeqa#6Ws+_0!X*7 zJ#_*F-g_Xc7qO}}Stv2Msp`LN@M>pHUFd+F|GNzy;4ATxONEw)>O86!*m5u!EZnyN zM@c?iS93Oqc`Ciu(^;lNL3K&CF#@g0&^{Ly`~4ZL#$4hlcchf6WRlrENj2I6Xh zWVk?-#J^v0QG|pnc&y|0Sw)MD%a0dk>?W-|1z> ztJSJxm7PykR@!4R82D}&4Ugqa>{reoC_f=d%)gG4nKdVVuShm#n%4t{bx9Go1vWY2 zXE50bOXctpdCv!qHJs!6Sq&zkq4RLKvdY$x|MM-kt2Da|zl<&{CJcLq>^CkN2y@yjU9MWy z%_dRfRwUb!qO8QrI=e;sFEcW(S9ZV2P59O)W21QKtCYXG5bbAUF_^LJ=UMry%CUjx z4;8DY?cd5_2(tR-yixKz^^8jyMJRO2+GuY9Nhn^`EmK!0wJRUj#v|A72Ur^!^P^i_ z0cbsVTq~a>#YoDn`KI#M;dJ@%ewLg;NGw<3O72+180F8qo3Ojis_A7$ho9%3Dm*J> zQ{L|R;1KI~DrpkwPa^MjnA{=Puj{tD3K|h-;#+om(+uV3wZtsMDyHZ$P6=Q}vBY<` z)Ry4F{9qeGU8nuNUEM02H~t0(VPa@d+-0?vaKfwU$9d0d=AF|gSg-UmzdO3yV!M57 zXTMSAq+s|%YgJ(2QoHW)vJ80loA18Pv2)9lA^Uo)@kh;1KTTY&8|qo5HdZq>{*h7j z5)i#TZ`V1ZMlTA^I?WIHvw%K#2^6{zVL%|`klIsl7C1Q|zfTT*);}24Sv3EP0~y?b ziGe}1%cw~Y8pEVo3oQaZ7;EzFWOMR@-5ZQb6Ur4Bg0@glb}AI66wH*SB!oU;ic$Vt zS53jJ=LmDEagPv2Ho}WP&tcx^ z;Hl6Ub0dSvGA1yzJs|Y@;B*tZU2=4RHhq!44<66zqol>+HCF!}rl}Be$4vF){P-oqYxv0tDfk;R9q3sCvHVX9L!QYi5}|xz+79Jcp?0Y2`mh^6IznyNEk^yzIK$2%#3XYvaZ&3++z$89UG zg@eUB-?n8d50ZbAER_`UDULrr`aD!AxqH~QxACm6P3(Dv*vV7A;j3#ErHK=>H*GoZ zbFCj;Qe!vj%diR+OtQe&@fWHdLAJ@~1r_l>gU&7jV{C`dBAGEapz5_XSEs86T49Tx ze%OsYh*RXuK_rrFHdU=3Sei$l!uk^+k_O|8#sm9g+i90w7s~`+<38ijY7{1H44Lc~ z#at@8M40`Hv>d*ZQ7Q-c5HC`@zzH;D9^hQ;Vwu^HLvjZZLR1yk8xPlT}z&2t`e) zE+YCR=DU1d^lL9Cm?R(d%{zrPozUJNAiCu&v7@4&mcs)a%lAVpeqF24T1W3InTJI< zyiz1aS5f(>tpa{G!lmfCiq5{UTq;XWGF2X760=A8bcygK_OJY*U}BpB!Y!VpyL4a3 zq+1oI2;*#m_SG@p6-Qq^ROfvdzm>)y=eG0w1P$j)gcFjbLpU@dicbh+0wQdD_If~A zi8O`gdFF+mgSI+Y{vP0md&=_sj{$yR$526w_5w!1Bl&i$5^AbdT9^%e);+g!l($Ft zY6$Y=P?|VWpxAxsnmk4H!(Q|5pP4d0u&wD z=#h2Q5%G`E_0bMZprZ}|NAtQ_;QM188eZTJA337Jg(BOMQ^Bzbwn6mF4?KooF`ofBav7& zRWBpV?ed&?WKTY?@YYKpTh9GkbvT{Lo^!gmBij@G=WhiGSBF(NdU(=s;fMGyQ^4YWl3$*xhMNNclp;d&rekUHrB#|n#_wl)yE zoMdIDB9XMooGKu!;UL^~sIk3pV#=>i{m~+|cP6aNHrf0u5ZhjichA_Ks?Q?w1#y(0 z@Xf;KP*EMHpENb@%GmBwW)bE5a&# zbL%v|JxyJymmz*A8)B%HU+;X^GSlh?q=lr5)8o@a+eDs9jvVIL96bo%4ijG~kFxkz z{xEF%Rqo4o5~;mDmSS_~RAi;`Z{r`Zd)<3d0d=0XCNS^b!BsxC%>2@ovvTaPdg}*3 z8Ts(`iJ-bv@OD}FBQp`wtP$IlBHEA3iyKT z5_$Gm0*%RMC0HLhT%>-GO1u=}y@7^#eib27)a`FqC0k1c(swqA%j%Njy@qpcR?}rA zWpjt{>)(6*jCAmM-Oc3{t$duR-jClKZ?11N+_UBTZnRX|(7(g;xOMDZ<_mj|{%>A< zUDZ2}M~=)_Gk#_n9n3LoFv^WkK;PFhESd^`r%<36HAN|w{hW5o0Vb3eM8JS9V`At2 zfuM&zYvrntAVyESmRoFS_UH7KV{tLt#e(j#0lGRZ`)-r&fuwlDc+uQPvs#63txRhM zVzk3-o3p!#4y)QS;;y^S)82QE&_cE>r^PPmpJW#y1Z3kf)ON-n+Yq=!mGyNGJtB{C zWbn;2Htq?EKAnS4x5ruBdyY(K5?esJ%&U78%pUvSFU`^f<{+!)Z5z+aJs(hRk7Y^vfb=`xR*eqIfC$L;Kn?S9Pm5dZ|>a!gt-fUap5+E|UIUt5!4&k#*3v%ojpGjumiH z?T>*z{dm{5LO-3s8Qnjw8f^oJ$t$m-wjgjv8vseEK6Gv|DD|~HsyE6$vN)35t_b`w zL0xIkxM}5Ses%F#A5_l>uUwB4HD0Q*(F0W>Jegw$M3C)IhHL>4ycWc^=OqaNQwFr# zB!YrhU6TjUy`R~|d54z&6+|U1BsmR4k<`=?`Ak|^I&H_wLr;!sSK8-uJ$r&XO@}5o zCPzYrd9B{~zP~DVhlh9U%Fv~iir$hc>iond`V~((E9Jle-p-YrN+IPIkjfJZE_Y1+ zn8NQ^#2=HHoSd(Tq$q!4c5LNpzDZPkZz81^Lz-5Lt|7e}Gav5-5*s0g!=wfCo45lU8TL4)qyoJ4I(PHUzx6K3d#T zSZ;xp)ly5DZV>(!OpIQ=4H)NqWtH$H`sR4eU64+`;Yvf0*h)@30OMOr48EuNOf{{4 z+cv9aT~z!VJwDDDt~TGw-FOX3eK{adYYYg~!e1d4z~|)UQH`G=V0uii8)aOeC$4UY z_1Hp!b!VA%tCv{1%grn?s`sYc!B+p=6~2dx*JlJ4;`#-iGRS3WnYS94lW=jOX|qIO zxjHBsI)MFbwyvYHR>~IGuqNQe+5vTP9gS1T`)Mf6Hvj3GtynqX2ADvJwY~HWOd~E#X93uwl7E&d29X^ zz{^w$Lg`IHU3gq~iG=%io({o!Q}Mhi7v~I~B&scr(;#iM6)u;0k-*-;VE=t@wdm?6 z!QTj{r~UGN&_Lhy7H{0#mU9hBbY--exZ-m;)WH7Hm5Kacr;3OQBTCK(zn-_*y-nD0 zA~dIM?_z*BRg%NX_s--FMF{8%d+f`vrJe=Izx z0e}0U1-ACbsv?G3zn?28c__@jtKpcL&Go)aWO29Tji(Z|M6K#8g1940swmzC61?y& zot{V8yZ1j<$z79`#Nb?@3Th}gH0tJFG`ZC4D3G~DgHPe&fDDQUY(-DQlrAE_Ag3MY z(~C8rUjkx7tr4sM{XZ|(S;&xByvChV7yh0zOb+nZ28F??*rc;;Fw)|^S+e0U^%FS0 z!dMg>1X%AL!9q8ePyk!h_%>SD8!Bix8RW#?LgJva{ebZ9QMk$pl^Gl4eF}h<0%QR2 z@6K}sT~q+FjR(p=GBD6)Jfl%wa8^Lp0IH~bJ_Y4}WkX*_HU(G^@R%y2ho3#CJz%^w zMydm70aF2%ZY~v|b}nRydJh!@f=TXBuXyY)hUR&cf)VAu*XAhJD(gO5C;!8uieE4QM_>kbZG7W~sJe8h z{RWBHYLZ*`7lFJTFCUSg@3I-Nb;U{OQ`HWzUr3ypSaCx~&KiLjGq}`%K^Ok~gZ7g8)XPM-(IID+8d6eR zINH+y__0GQRaPfbMi%{*w%23B<2AIiVnrfReXQ$6EO&}`>_)7np0P%ogt;J~c`IRy z&B!kraccU)U{AJUr$`(dzjrc#;-fmSg<*m_sQ%>4>qF5pC(si)UW%j!-jcUL2r6A<1u%&Fs7b zD0=b6{^QvB?MU!{ckG;Wwr{{O0S5vm$4)3nJ;WlUz5Qexw2g_e_ys>+o{9&(3!Yj9X?rHVh=sy9NN3+eKh94yA7^3cK z;Dp)W0oqPKK_!&BSCLE(smZ7yVyXxeHS`fvJ+!jTQwv9qr$slJR0RRvZse)> zr^vzYt2NQNl*TOtC zGz)V*6NS$`M&lQ)adZK7sJ@ey70L7jNcB!n;L5y3YX94)r)qy_qm?Dm4|IZDO7%U0{S8zg zTd`Sbgy(Y2SUNWei8}MB+Do-YwT7+OZl9rNH6yCdtyaE=ON`R~3~Y2>`T42w>$o4X z#Ib`@uG-Rg<>cj0=8FvVHP>G48?e#l$lo5`|ACpk`89)7m^37_oP2>4Lq-a=cNvPd zvzKv@q~#qGg>~CIdW3w3qDiIZvI&#>GPy26@v-S)bEglX--=tw^Ow^tF46TmCSsb( z>qG|2Qsp!$POgWfYL#Tlw_;YAuq8@mbtiUuhTdh4i9BSdN12*%Lq<&nfT+Kau-hlN2$Fd*Q;6E=X6_PZcVdwCU^@Zi*e z6j1J6kl^_S6oKUEQz+4fI4eP1&@1%k76~m@9oe|jGa~PWBC?43ex(~^AG3>FiU)|l zzIlNakl54xA`70M{nbP7Uam(6;k~%9hxghp9bYqd%-R%T%o%3PnXnPdHMaRI!l5q^ zu-^vffZQ0IN;Tbhxv&<#iaxho@3E2EU{7t$rgJN10k*tIne1EBvgMbD1A9=(;Ex?9 z;;pWfBoTq}dd8c`WxU)c#&F)}Q~!+n#OFiB51&-VSUs0G9JN!GcAi{8-?{!aho3^i z7+LXq?pB(XOvVc|s}VbMru7#CwEpJ_U&6wtTK~nrY5iG|Y5o71IfELG1_m2Bheq)h z9AKhBP=z2w&%m|7*9-GRS%}pjF;*fJDA+qUKrw_c5BfP2j62+b@bb{NVD2Oo|AP1I zr+-xp$@`Xh?nEjC96RTg+r@X_Y~Vm|Sm+|H2OZ$dW>G2q#hKO8LPonk&GZu)DL60R zfaX7x>I4p`_}QmUt2RrElaBU-Xp|zmZ(84IiMR~ADIDI(! zi2N2lBaH1A5Sf=cE3b=!pw&V>ZzHQb#SjV}#1-l0AmU1Fii&|TI;qrarXVg9*P*$A zdFC{EhSQ?so}&Qjj>Iv=S&x7l@tutaI8C8y{JZ6IDXVGn1$oh&26EB-6>iUDXSh@v zSr&?OJ>rFP-!24wDyHM>nJ>&8$%z)D(k|z!yIImUEg6IQh_n584j;|n4q8eZx)@I| zXnBkZO&TpFUFt4+#hKuod(0nDi zRo1S83}QVq2}KkBO=|?~PC8H1*X7ahau*&`bOCCFJ8y4ybt_a`V035`u#lZGl9Knd zn+|mMQG!6PztN&K*<}wWhXlD3(4EN3e*D2uJInurJ$J9cZ@>>*_S$WKIZSxw z2h7!_k|z?PCBwE?rP^jPm)_kOJMP!lRwq1=vh-3ugnfhleD?TNlZmlmuM7u250SJD z7A{xZC)H?rw1u%=%a@~ZaX=4)xxM((zS6844)fex#*YhmB zW?pPcGc3N9=^{GqKO0S@?Q%4M^?c(7o?T4HAGe9+_JtqnsCJq{rQXa_*+{Wpf~=t9KVC?A&5%)=J4tLfed{_ z8VyfI^OG<0&M{2es_3dB*Eq$1l7lh73Rn4+!q~7l-EGIi^q{c*OG;mxM}0BG?Kc@d z_Fv_+Ps?JJTYBsNW`&(oKO`2oLUft2w)UQwCkcoQYkcv@Np2PL8$0AXy+ouvc=A}1 zqh;m}>8`?I*soTcU(--==fXfVd|d@<`RW_xMiCxh?@4;y^*qH4%>H%>e(;*?qBqgU zLsr=Ed~+(p#l^z@Zry<6Rrx_h-IRYV4;V*G{5(Mgu^yrTcm}XXqGsJRn6;i&M>cq& zrirp#=Q{xZWr*DZpoO+c7LLq4)X>;wL2Sab&~FQ@z8^E^qSsyr^{!}r?qBmBk3PQ3 z!9In5N5_}>g-t*EErA!TQ+>DJNKR3^dHG87*ynarb&BIxCZmuywd2yW>D&z{!r#8p zj#d4V%>{6p*1HnRRI!o3Qyzx+)yPA;mWl&!W-Cf%dV_Y2BSyF~zVhC8O&{Y*Cma>Xvtr! zE^$HK!AF(&I*P}Hb$o68j)or^AIFdLw4%G*!u{4hU1Ofh{B6}bp-hr*1%F?`g$UW~ z5I*Y&U*QXl2gu4AfJ+cq1M9!A2GjqFHDE*mkl292072K5f*C+yJcgr0!I@;>piaVo z@&nzTT}Idm;9C=gFiG=DGCaL76937Q5I-+?E?lmClFw*2QE>L|S7hID>Fge~vwfz% z)D^ysb_UVb6x<7o4U0^cISnXsUm%~IJS4<3F&V&wY!41RjY})G=JV+&uY0^xkt&}3 z?p~(Wlz&i)A!~QukQ4XgM?9Cks)2N(VZBGL{Nr2CKO0|{Q-5Z3K-@0uqo4`?$l(l~ zed(+M`!L&HnT6uwcU$ik$rA;+E^KKg=P`y)@(xpZ#J)UuGw&lFEbZ5DzGr@gT2JYE zbh%#iz){Yf>ERvi{rd&84mKjfG!Ilknsg-gU6hvBy~{4&PPx8QM!-D9Ip3A)fFJx5 zx6ygtCUEV_2#%WH50v>Gko>H`~lwYb$ zsNV!n9$jS^Jz5?ea8d);+Nv|^D#>n0M^Q25mLdsOqw_dpxuG!as((SW!BDCxyIG$F zG_{EA+2}y5X~W|z&x&{b>s)0fS4GJoZ(S;VITy5KhvQlZWwX3L&Te)@7qCW9v8Xd) z;*!@{k4PL%6E|BLVhO1vD-cldI23vuJZJUqq-O3SQbd(BDKCgz`tj@JHT*zl%w;7x zfZHhmWf|WVnXXeDS(oaT#h-)8OK9}0XQ^S>7#ECN z8s&iVngE+JJ|qD=z`SaK${*Mx?wmkE!R6%0@NP`r^)VWAV_}PBWiI*D2IcYOxAFpK zpDjfVpM^AG)S-s(k`$(~s;>kdRsAAZ>B35#s4WI{C5+&ao0tFE?cbXXh``QXi8QV% zJfO5ge3E>C(hf*714=vKw4QB+0dZzI^CaOJp@`Fhsl2qH$mMBLebUoYg2BwsB~J>9 zcR{$2{(+<2sTED!>Rp>spNgv$0;NIf6E!9d`h0my;--G7Uz{e?Lk6GDe@X}m4r$YD zZEYFX+e(m2zb>Qs;#xZf$OE@z6H^edH|Vn^;M0p{=&=sl?W3sHc`g4`L2E{55C2zg z?Tq@bd`nC_lE+j}mx+?bVE(!BF-vAdUmAJjW>Hhph-EPc{X=eIb**I&%k;WqeSS*h z`(AePLqN*rm8{9ZsrGbPsz6i@x#edmj{bCbZVGRj%zQjK+h|7or4b9n_IK1)99eC5 zq0h`1Mwn6q3|z%jT(n%=<;ANw*ASnzu(LxoPx5-=Q#JK$r5NcHG(D4sZsURP^3Ucl zSu>q+9F|jm=r50rcJKzK@Jy5a{BpmOdXB6+su`n{SMjp&h+(fgJmw7PCTIJTC8E6uh!w6Rl4#9<(zjw{vrV6Hy=1 z#8Xt+ehm3Or6-IozEb2f>STktO&Q)M6o7xz1-4E0?f}JW!^9ogqw)7D?&7oro|p3< z9065F=d@-Udg#rwPYd8xpbog_9l_R`8AsUeXWgD^Z~80GDUuAg@8RIX0nYfFu{Cpf zgOyBp5B;~l2k*D6ehuPoH1MoXuS{-AUQ%kQcxoq<*^~=?U_Mc1IMtH={LN!iBhx#q zr{Q-zA3mCE7Cx<(Axo97^yQ7=1WgkvK!5NFcC)g?Vb^xh^nnt{f;hWsK)eqlOhfUZ zCh#Ij7NNm*I~VS^i5P*eP*)guOG1{D{pW~&3B>hA&whre&Jmj8*+*WQPEuInRC)a6 ztJH1SmU^UzEGcDd!NOQKD z4)sAl{XAbXy3JkW@FMGDJMSQVvy$r!??bG+ZcmA8-!IZ;S)K&I4eTHC4mEyFBR58W zhb~XHqhwosU-I3;$^6OPNqpNEW|QeRSH)}x$=h05<@M@Y<(9&p;=ADv{V1Oj{EDI= z#SQiKY|p}CVGQUBL(xd0*GeKRA)s)4_+I;6wy&z&%WTJvo#^E72pBp(`AZ9S8Sb9K zjILQz?*g~G>_15k4)klT#52+RbanC07V0h$?h_{9QLXjY)o8yw7Ur7%=o`9$qBaXo z>@+0h>3NH#l150Kqe_YYX@pQi*jMUwss5CxN{F1b8!u|Brz6hH~WNtitvx{_Xt02)8dFv5O&NTCuXCDhdBl$F@&)t=01RbEfEe`x zQvb(LF3>q;(my(RR5|}0o_kL_&-fnb!vW#;sFQ#alnD-N2}Qwde;AF>P$YejqWxoW z&`-^UB+kXzLKhYRqT|ni&~YH_#Tp$T{IfzXgg!L|LVt4}9#6jVMY-e8AZD)RA|m{8 z;?peR4MseM0zCvu-~NU}_>cd6_OJhaegla&7hKZdku!HZnB@%ymQSf_HGqZJ?TmWd zdzvY|Ff>x|Dq1|fLXBdY+PC6)V&On6q1I=(DW&duCBvBu@2V#$;}Uqr$DmcEl@zOu z5ys{2#xtZ)8G4Hw;UT&c7&{4H!XCR#{QB@3cX|C&29M&8aqEg$*>UOaBNK`!Lhde! zIOsrW?@ejU6>aSJZ;K-hax>rJ-6%<2a9nRXECiD>{p4Va9b)U%?z!9x`xs8LEmp5d zsF}V-X$spc=(@szn#hoTaEQqu=>Oi|3{?%!ATVk>oG8X47H_tkjF41uRI;#p-rqu_ zUGzSz2*0q?hN37bg5e5hyMr9brA{vAXK+!_W2c5_MikfQa>$kr=@$S|BRo$*+$fS+ z1h1Ma^ftrhJy&DhYtE#LRlMgUTwc^npbwSnmOMn(pCJA6Zg*knV8~jVG~^{58qxz1 z3o@&1wD5YRL*9~_eP^`);pY5i5n`-2@toJiGVFhZ)Mv zglS*cqYq6dk!F8mTGI63{#ogujxrVxKystJ!&iJ_uaTecO+`dB0c=E zG&K9IFq4mzRyHQb11!9C7~}Nu6X*J9@6aqR_&{gCoHPgj8Y3NCwDvB%hvO&g>JGZ{ z4tDSk-%4@P3jfa>pV6geWe2l5Ao5c#^teIhyN@3y<&RU+gI1LLdhA<=) z`=j*`L`;uSq^{0zM9g!umo^J*1_@?c#;|&HTjvsNl68=OC0gK)^8D%_3dk5cCD58k z{6ZIGCU) zuU5ed&QM!|8~)%h+7)CR8p%JpDrYVU7h>4oTxAq1i1J@l{(t!p z;eL}s;Tp`Y6U=rJC zr3uAyS*S%Uwbn5_>3$ebs3Xi#O;kV8AvUy(jO&1KrU22NElaLIL$<@`SinV92&o@= zcBW>s^!h!If01Jnkdb5l`JFlqTuZR1fxm7S)KtKBX6{0er$0gbWsr>mf~e(tW$;l% z&QKQ!WDEiX&Fc!HSm^_>1S{g4{WHQKi{`&a7@UAR0397-Ra2AoS>m7JXc~a^RSCD;A#Yya)3&>x$sqi6MG&nBfFnt2+n^CFryM@+47&Evl)h>FDVoST>KkZfYzaAl_c zA}%1nA}zRa2eJ`uNziHTaC3dn_C>X{!$+4HOjp`$r}&13#wFX~ld(v4jlW~Y9g*)fugT+cv# zw8n5ALxZA>+o&%mEpmj*}KwHL20u49CnN7<3fH01{@!cL-k8G5|T$DS3bA69Kz+CkZ3iarQwW!`uKqD5tV`^tu`2PwGeNHiDyl z9TETuLDl{&Xn>AB{&};K(5s?a?D@=lt@ThIm6rm7UHtVdWXg2j?vx$GDms2q63aO$ z>nN(&8|1MJ8`;-HLZmvQCP>rblmAJ8$xZuc-*)Fc3X|!*y=sM9;nV@mL*@{ zfV6I@OpaALg{PrWnlie)4?J!)k55;b9{8Y?)^D(zrm@u|hw z!A2DEibZJn2xA`;N;o3?+NK{pr2akVzl|AL!6kv%+Tam+?Fa?nJXGUSFPp_`#^tJE zD;P|D;>(XxLBOX$DkCg0#A^!UfO-nzX;EyLm06OH=nbn(K+ zCCxPt_3ATccNf;Ly;+|yt$Fy;-6{X0#!FnG%`sW7$%-UWB4|Pi6M=#_Gf#5-=L1!= zry@mQqaMyfmH?U!6f#`ROB$E%`st*)+Ie2W=CD_N#g>&zjg@BMS;nb#(!mz=Xj}g9 z#t?=MO?Max2Y%vB{0C+gN$hEzHjk%XsRub19)=~{tV&8)wU*wkJ?hIX)}pAee|n__ z4wvl>;C;6Rel)|^6^m@e{wUDS)QA_c;x5ByVeWwLF1=%nFCgM0t}drYb(c*AAIVvo zdmbzW1?|}f&Sl=+Yb=|npO-CmC8Q0h+dFkyw}X41*^S-w=+tj@2$*#D>l@~4xhDRu zB=fqrMH@GftMzRQr%nb><6g4AurWS*@A<4Oq+9SQ$_yJQ5~_~&#stR# zqnBXsX}a9TI83<3Qkg#4cREExnRs4u z6>~Oma?X~9{Fsul2}Jq<46R7SSLN5hbkwTytEZj>S9Hxbp$7w2H&C7%wnz&0|HIi^ zMpfCh>)#6&U5oDSlrE75>23w2yIVmP-AXGUAe~App^{P(0)m7{w}`Z$z0WCl;OiG=7IZ(8#0 zb9@0?iN5C;#aJMFN;kOb2c%Bn+Q#yFc!xO7)CLEHgxs}zme|a2oBG&5bsen)>Y+#< zd0);qA|@yq`8_{Jd&W0?IqzitvW)K|iy=@RZfdR}4Lk9vi6@*R&7RHL6i^~)HICkN zC7sqf^+K0o8B+&z0k`F~w&IUm~@y=xMwwJ9`a<5Bg-PY4S_cV_Vp7`PYWrB20I8g_f7H z%90S)gA`F{Nf0*FGoVr#Z?Tb!VsF2fpvL{FERbf}>mRllJ_Vz*eb3OaGP^Sr?pxwI z+)Gd`n!g^$+!~6~u2MpYi2X%&YREBm-AwMzX}8Fu9BX-3FC>Fe_e^*b0Jp3JIydJ( z$!UZP&__d8{##LPN~c=axj{_38q>iJhxuD=gdsp&O5qdY7$2EkyZb3eD0f}(d`^D& zMdgIE1@hGH$$vgu^XkN|JlbxUf3^B~FI4zr(O23p+tIUZ8s=fgo~P`W=6j< zwKTsK&v@YP-4*2<@U5|t|Lfz@q}&)n#zttmoX2wxqn^yC{0B6X?QC!4=vF|V{G$rY zt0VVXP9_UI4|4~LYa9!h4skU35+z^GkDI+(s7AGj@Vwee2Cd1pH#CV9yldE- zi1ES94HNmZMGJh(uH}-1563=C_?FeY2K;>Kovz&u{qy-9L zYy{+BZ7F0a>!Vg^1WYmNR1(b3H4Fe-=Ay1@T{pp93M*@Tg$p$h*3NlSK=5AV{Qd$4rP&INmB2!7`!7AXbH$UJpVd2z#E)PSvEjCb@f2(pD{Bw<;+3wp zVA|2=jI_G$G|Y*%fNIx@ z!~@gO+MEH8g5nO%5unWO@`DwK*Y^LPy;L)vU$0(1)tRDvwZxa6BR?Ytrs7Pb74ZliSEcb<%k z?OpCWXxZO_@xSWPQRV4ul*!6BU6601^6Ih(xp|Phhpi0W4Y~<#G$$*VT-e)b3gPtS z(52R!FNfC2$46#CsuZMI#_8ve_$KfH(E28MwgD*y>3GMMq6(4u%ORFYF{Pi;DuElJ}W&z$2enBnZ z6AQ$~%3je8gi!xYH@M8O`ipLW_^%ABqxc<22MoFiqd0>t!eDbSN&jOA3^v&VHG>(L z11V9nsJJ^I#S>Hl)Yh;Q)D;-^2_y)~6D*ftW)_5x<;4hmT;rwBBRkI%I}Z#^{)$*X zS5*k}!mBH;b0Nin^L8X&;Jh6=xnPFz6TAOykj*&K=nCR0`lSZU_k2n9*vkK&KMh2v z$@hpX_DUbo!uqWgojz7_H!io@Qblq+CVBgPElXy!YMB%#b%5gKgIx_u`eU(2y+41R z9Pb<`2OhX}P#p_O`c5}%w%9ZrBc=A>VceTxe~#;XT3sDl(E!xl#YPsY917%S*|!7SF5ecrv7O`Q~;Aqomse|*GpVwE`VxagVkvkD$}f?eVL$b&={-GR}0gRI+|9Qn$iNBpCVV9Ath& z2wbM4y~6J_$$TlSd76En{o_dOUQdJml=L?s2bx}ImUgF)ou-AvRM;=R<(A$Q#h-XTeC(wvrM(o-je%GKWyfi?FCKC)#o zM)TXSA(UW%D98B33)AiwDnE{GKr}7~*P}d}4El6fjPPcRA(C20jda{>ryI|6V3#7* z<^Xy&<1ixglf8>d&G)IES17?^_X6s{oU@x<0D1j8+i5GmR>7WL8KXHL+R71xGnQ$^i()@Qi(cr!fj~IXY$>Od;)7E-+Gsq6| z4EE1Gr2nTeCk%wp|97wb8qVyU&<1EXup;>Pc@p|=wJ#ypQN6zLfZWia3RPNz`hD_) z{hYPNhjsT;BxK?NydxtAN0iKQ4vZ0cw#1ob>Qs{ZL>>RtYMt|%=sd-1cA+}8$fv~y z)82-&I&a#3-LZP{hT@#Y(gqOCly+N+BjpAdeEbpT@IZ*%?fti+=Ad#O{QCsD3`=AI z!EdF~Xe)4u3j-cQJ0-9-B*2uoTL>8;22<dqt{_-Drcn6Rrd?CM*X^|9?7WQAfz0%mpBsKA+F}-5k8&6~No8Y;=t`+RVJ#Ziqw`dQ+N2jUHJz$U z{g@<1XGH7}JW_u6#H(rL_jh+@Dp%soM0LL()&4mG<{dn`*83SlAwph(nH?lf&Frpr zGMH1YQNQrw<_K)6@b%a-vcm0_^B%QOiiG0zn=zFQY71Zve~_oRndXDUkk&>ngnuv; z_y(r8#-H$n&3PR>T@XD9?<(OHV%Kj^*7e&1(+g%(b$ogsL5maW98!`;j@mT@wj20iAKaF{{GnZyL=XhEF=ok z#^a@}#LrY?cU`E)NbrlA-Yfyu2-LE116xiQMRTH9{iw4aq*dYrLKKvhfSq^s)~TBS zDu0@0GTFdz82MNb?C6G?W}xA~$G4vxfE20WJ}icl0?%J1$9ggddd&{D!4A5EOv9^0-+dPK5t*cYUNS-w}lplI|xdH*u{(F>D`Y4P2n)nB)#h{j10 z8n?KYmyZvEzYUC~&%H~{N?v*L`z3CwfBU*XP+2lMv{O}gU?1gvfleMB;ZZ@eF8e5V ziW~3NquBTC{NzuEmCf)YJiHf};TlxB&N*A&*6hb%GFUT2WoZy-L|5DerE zSj2h^bw7IgRU^XM#-l>JyDtCZ-MffFacWUk+v#S4MwvJ1Wjk-P7Kfpt1!rzI4d8#&L$SPhZ?L)Ku$AhrO!mYoa*b!c5# z(G4MHi-h-h`>K9;dza7VCOjA&9UU8W{B(PfI=_c=ph>6Yg|CRBCKqdrrdmI_9$(?& ze4V^t8n#kC`LMQ5L%Wq6_8htcW;LHq0Qp^43#%J8^i}asORK{$gFJ1&A`XIP)cTF? zVe#?Y>ufdc)JB{pQ}AMn6@BQaE^6Z3)kRZe_VUGG$421#*b{wNaU0Dq?Y`tYH%Qvu zLp%cz@gg6J`kv;QbVF~6nS`a zgb^6PX!=Qy9G97w(5U!z1z-0KE$b|Zw6rYciM33b$BJirPuyE*?tD7f{KYheYwOLy z((wTG?Ju`1T51Qlo;vf-%&&HjmpkM99PjzfAmKfcz3C?h`T)}W)V?o=M+^;tt!+5DcjcUH^Hp{&=t8 zmY-J@)x*or4+u!wA}*R#0Q5P`eVww^h9Vm0F5OP^LIcxWJL_s7j(RS3lL5);wV_L9 zuX|54#yo>q-{5Stn8Y(JSuQG32Mzm~q5KXOC&7uK>F+MoLJezG&G|kN2dQDzTNUfe z$KH<)7FI%*-WH_huTZ~XLU2O@^%?C$`z=V@LCB%;nl8EIZBA{>RYooBp}ljpC=U@k zaPd=64^KYL-&?$gG62n)bre-*$$R}?D+90ai|1qHpRRm5a~jnPkl}4H2%ph$>^r-| z3@w(LPsU>c`TCRTEiaQc6i(6cHqny$akR-)lZun{e;V<`H+?Kk8be;Rj;udI=2oMx zZ-6sr{BTxse!i<^D)m!~Ll_Tbt2>h{ZEU<*b`JYH856<^gA&=?teYw7&fPd%-+fBr zp8#QhR$gdNnOB}lQfu4G9hJ}qp4yw-GuE#w5PLUnu>U||mVH-gBPm0TCIhpQ#%eZk zA^I~D+t$93w%5=7-``fV2!BUX+(}%JdVb(+s_2^&ZRCuvzX>&;er-{%PBbf^Z82u3 z_G~c4*t-fiv^_ZG$&xG8vBWJRHnu1OzG=bRr!@ibta4p)z!i)bol&BS@v&w zoZ_+`tWMqF)39KfdC(-$FdXW&^@wh_p)USu7p`c!@CVxQG}*0@8`J~D369Kcw8E-H zwLKqRpcgqlIr(%9-AwK~XxrGJY^}#-<7@23e>&a+m;xG@TMKk!4f~fzP$Xo5EFY@CpTMB zKnIc~)x)K5yKH5vdxa>2-vuFRElxG`?xic5=cR_9ubPj1Zi|r5EHRk|C57+|Zqm>u zzP*!k#3d%iAF$`{<6)T6G*tX6XSB=Cv*5Y%L78gqu~2v5>W;iKd+MycPRU7(Y5Cix z&*#cA_StFUHSOiQ4>h8xbzhB18H7+lgRIK%5VR4aqr`fmIJF>8qCg5IqSRlIf@SS7 zH-$Y6Rr+X_c%I@*&q*;x;p2FUCDkMby5DZR`nvfq82w3&2m&03zw3^e^vO-m%%Tu zi6n^LP=#WVPR+IC#j?xOy+s|fE_4~=p8WWI5#H^9SGWKtqgSUKW1oPWS>U9{EFUXz zrXA0Zr6kuP2tB$;o0MKqC!$Q}OSNpCRYd*)VAr}G5k+EYu%dwYO1tO|;zJat*0X!~ z-4LU8-r|)Wok8kjhFo#$#`W%p^({MR^49VXx{cHyI9DW92nF2Alu&xgt&y2vx>KIM z@~Dg`*0Ic0(xoi~DiQi!R;7`ZNNJU-0pW95g6oeV93Rt(T2C_;4}A|RW8Y9rGD@XI zs*tCreQ!U`#3pjjwDo*1_>OwI;o>H4+t@uIxlaWXtBq(Fgibtd6z{~!;pJb$^$4Gg zrA?L>PX7YhjZ5#o6GYDY>QkH}hNE*Cimk)v8_41Yb%hi`YDAv3aOUiSSPg_pU+hoIdxg;6E!V?o2li_k3=lNg4DvJMwuu8U#2F1b%YxA6gv<`T zyZfI8@VEUz^1yEOA(3*7vQFcE7Gfq*P#z$fkm9N~&c1;Glg>dP>1_pizTgg4QC-E8 z>fS3EThh(3Dme3efsY0R%(&p|4Hkd>C_m4oip`VYpRw@&ZLUj$Yp(kji|7P37!`5OqMK;2SrRit_=db zZe;zf1xGX(IJh0x3Tz=4R5)ICVR%$$03v^0-8>qtRuAJLZQVK7d#*FoY0#z^-(pc5 z#aG3-UaYRRVTEn#;KX^E(_g7dzq6RwwmCRqMP?tyh9A7deAjNSoUft$&~*+y zPP8k%eNw#1KTHjL{Hp7I&qsIi-4&UZTP+e&&5gIlP{Te_&(o z%<>Wxnw+sijebU!yq6JioWlqNxkeSM!h1@t`bSr4y+svF2ZqqT z05gDr+AUxPP~iVFgISO{?^(HRP!(x{q4ymgeJUY+>^N%$&To)7YZ$mIi6yHOWXT&> z6TuXVmy`*?9ay+ZiCUE1grip#1`OfX#Wxja^VSY0~t{@~xvRROsQ09ol(_-5D|@)yu6W1~ug?|FyYrb96pN@~OEu z^$hvX^{FQnj?GIHl{7A2-)xB1y)55aziV&+nFlJduX^9QzYH}v5WH3^xo6yhF0m2J zf=Cw&#S6#`u40J;HG)7f4MDS*HrtrFRzt4qXGnqgo2@_4sB-h69a4^@xHlQ)z{OZ~ z4yYM?oH6vlI&KVUgc89z5n63(q9WEqo=<4m6#w<_h$S4VGfDSKQkf`nG$3Vx1-;Ww zEuw(1Bnm|hy+QNw6MDNcIcF8T4@he0e(do=*=D+He)~yY?7?x5j6&3iw4PfLYdyO! zr$&UOv_t*LBqW18ugK$$sy4XoaM9k)_np5-i~A#{G&qlt0G#5N?=nn+6`Fb_=w|^u zf1dH@mOmubimP3@%!^wfj#v~yoW4wF2UFA>q6iP7%UAg-2`?EZ!xmTH4xm8)X6u_lXNceHO zBD{nQokQmkhT5Ml~0c zCF5sF`wwlp3=bJAaz440?U8>QFxjMFrqcQtFkMibF1j8=ZR;a#OARX$D;^WRE$JCn zaAOYU`W5-xQ%bLT-zi&E3i+Zo?=o>G+&DAN6@D}DS@kA&!qS(H{LOrl>Ae~1 z>bs^{i4#O$KctIM>LbmGgvKRGS~;iLYIZ{%!1cx;?QnPOo5@!1!`R!<1H$z!TwaS& zhT7uR%H!m2S~&lS?Ap|Mv1<;t`rl^RO`BH;401 zU(HcrqNH*sP};K;7)~%N07R5z#a)@Q@YT!nkjnGM4{$d5`PmXmkt!bF;ARCbHCjm3 zeD~JL@8;eLQP;bi)m^o*D87P1f)aYa^n|Heo=o`g?jPm-e0O83dfm%?;78M%>-OpQ zMI(~mUsPUrxwl4Q^yP0s&=M*^0r=27tzi(^a8fc@R_@8|s#u_8)*<+3bn zg4X^n>vksJMmN3YZ-@Lcza%w&pS^Dn2+C1l{RIj!t!5zx1=*lSn=I%mwoFuRCkGgc zu798ez3!jprqmFTzma(BHaUB`Fz^c}`V`_|bc+cg3GnmJa4c}D^aY<&Wo1=;Wb$7i7axk$g?Fvv0Z0NNUN6XiG53`O$`R2_G56_s=m z0W7HqgUzDmV9_F2^8n%x$)NtD$hIR{q{VJl@Zb?7j@*aVJ%|+LYRz*x=EHz{X_}$L z2$w4YztE?P(_WA{0GYzPmZSW=!jl^P&nrABkU&X#Mq_4n0t*U0hN1G<0O}Zyh~CiA zko};8B+Ml!z~qaMCJRn8kD3E66)M$jTtS^}9Bd34m@K?@3IAad78ba2|6TPF{unAy zuU_4P|0N9KvR=IgVx8ZD^Rc7@V#o738}Hb$=gu zcTO!s-9|S+`!vlkEfHK#F^Y=|i3>46yHki(s``Nt51FGj-Y4E8-i=QFb;7fgRoyCF zB#u}@%)MvvU%9#_yM2Dl7=G$>KWy_7TN&745&M=_u;{CRMj#UO(BY7p-CMbahqxQUC43j{VobrbP7u+A^BeZ+?dARu`6C>jl zdany|6w9QHsD7h`GR`)jIzwooo}iTWGYwtAECx7eqML-B@<`#Z z?g7x3Fsk-0dpB&q%)Lw)$Y;u47T&y^JKd9+${|R+B3Iv|@56vN)o&OC#0T_3&je1;EP8>Lfx7>FfIfewGv1nNFq#EmLXTD zgY1O4JK5MP_)k#ra%jF_d#u$zKrCOK(|7zpDv_(0Ft5j+AZgknk)VJ)1O=4#s&u5y zvVt;TWy*|B^JmvQiaq9Bbp@Rnh5s53(a{ZA3>tEy++wHBZvN9A>vN;@cT`_(%s$ zRmfCHndt6$p8CH#gT7c%3Zc8jf#*&R=4`A=qxRV6tyN3t#A`o&BTQS zrr(DnPHM$3j^~ziVm>ax1I#n+4Xo&rk!=CTfgmWm!~Ne3MVzb@^8|ekT&4Z?XZM{Q zUzEPQ?FjDBM+y*fc7}|r@C$DGu{Eq2l8>??=9r7 z3ujL(yi}&T2*oWL8Ch@Xa)EfDztKG*Ix8BXF^zf?{M*vO;)M7DHZF4^j;Ri5`@`(Q zh*=>L$s`P5$mwtgos^)|Pl6bPBiA%#Oc+kFz@dMI`BEEFZD-u>EY-KiHp&%dt`7y? zCf;z;c*%q^wFI}+!@!am^{x~z=ZWdgxS4sx~+QAkR#+*X4E+t?EjUlBMfk9 z|N9xb7BiX*@dDEYsETL`s|1jn5yVJ9Ut%7~gcjm58q+4mAZj5nA)`%Qgwfy`7ghPB z8KJV}-5=SiUyc8&`}CXRjmDMOm~Vo@*e!bdN(ai^DlQc(O9!DsR74ual_d@1j_ggS zXJ^0e7hCN4^$`)>4XkJg$aU#6{NRQnl0Jw4#hd&Vt|&)5e0zyu7mcK9bTKG=3XB&> z+VKBg;Z=%%+v1+pvp_pR;l zaXzQ)w>f+vFo}XuS?RC7s(m-0OhR(d4J{Mu$pq`McASdQq4ME z62Zh1g?lDseiCgrkW3nJ4K_x?^SFjf3&jtxdmgD333e4~CDB=-X zU8VA6IOQHS;6w57Sc2rN?qtw&We{<4P04TzmGFb;{h~ASme8nIQ_?euE1rJ(Kv>}z z{T(y359&4}?2Z?J*U#v-c>C8%MoSOvn`0}K@2criQ^?XjkP{;EJNR{qg_E~Gy(ltL zD;Jz`4B)(D^?6gN*4jc~$iYl4cz>xD*Oo3=>XEM3>vA(g;$WP+Ju(AtZUE;=i#76R zcn5vH{izm&<)bkMc}avPy(cVN7GA#2Fx&}MG z^=%MhC$+7-NA@2godNMF35<9tC27*t&{$jw^!fVDfKyu=k{jR1Rj~ZD<}2DC#8;-m zw&}L5qYqMzOlMAW4>}nl=3?(QAIkej-g`dl+AK1C&vH4IK|;?^;`d<`h)sU3I6u1O zaTHV?M3#@*qoBa>j6TX8#m+|YXcSkZ`Q!SMjr<2`GI^!W9zyXJSXd`l)L;@5V=2St zs}M!w)-i)Mn~nn9Mi4r7&VZe5dU(2}E%nzX`-nyn`#Wa}fwRg65<@}?8n|ND> zqs(tzzt(*>`CLh_)-?Eaw(hJA23kM;2JgsDP~_sZx)v}42=Mb-y-M?%04{JPb`wB~ z0ixlJWc~nKT+s9v;L`MqF2rtt4m<*e4Jg9r!MHD=v`p%7A>AlgNQE|e7%8x$WD zAruJ|G8D`R#2m)+x|@%d1oRV~r2^iU4Nh-{4^Y8einXp?>q$6_v+Z~%>SlCwdMxa65&GU+5kJ%z*dqmPlgn^HFJcjU(ejUCc92(+Kc^_2Zpf;?diH!^ z>`sHYUlGYv(>tbvp>MUe_78qc!=%O_v6MpFAguaIVK`F(AW8qdE~0wb(ehn;y~EE# zt9gKenj@UprG%SyIlHy4BsbJ+8{AL3wnTegMXoV#K!da!fLj4GX;oALiFVYJ@194n=fXpNz(9s(vydbhur-ct6rYghngMLbW_0M6ir^ zJwUu|bOaLgh5w~k&~NrSLsrvwRp8goYh!CC!vo%}6?o(aSPzA4l8s-MbFDt#3mkZd z{lib!@oOyX^pjAyt4YU`TvyUsgF)VTV}e1^`RRL-3v%;_vo9S}%ivu(@4vEH&o`Er zU3h*KWPZ%6jpbjV5B;hQz{2)-=)+&Wc3|0RJ)yzUwCjRFNJ%GP!aSpZSq}jFk_HO& zluxY9Z`|7y;LLU}1YgP5<QE;mPp-%_P1CZ~j5C0;cA{MaCkABC%l@w-UU~`S#ZmGM-ZE%6VNFsCi&ty4fRLA_H2m5q30og^UL+% z6J6Oy@m&K0;#}k&9EUm{w&clMfdo{c+00j^bJ5AnoLU z-HCS=;KA-LiFAAj%f*J&`{uDx+i=J4*?e=q<5 z((9Vq-+37xjWQ=jiBW%q_Ksvoz>q6MvjpQRhKEqsEA`eLn!;x3HhG>q$@;opUOXMb z(}~lk1?%J1t<=H|%#Cb~V=LhW*vGHe+_%^I4G23KnKw}xfo2Uo^{&gCdr48ZO`b45 zxRts&z`Dijz{3I?VS7QiKvS2jWdQZG-V`Zye`MS0h=H0Pf;+Tt94;F4Yz{joW9p5% z{b7wqpiayCkuM)NK0cjgkq~ARu49hR;s)imC)Y$jMz?Dfs3l9Luk=uB-bF2;`INTx zz$$VI-o?XN!2Y2=XT_httAybi>$nXnv#m2ELv;l{*hk=tDUjAw0K(&>d4SXXbq0}} zXa`+1(^R|C>OGCKT&mrqgA;CItMrR`ecv(j4&dhR&_&R)&rDk0}_^Ol;P4tjqN6pQ3X>oZJck{JIZsf=Re&RCTlBWHVG7hFF7l$Vgg;;{(22xFV0D1`OzImIU%-#%#dM0d# z(ExbL=woqw=){9pL&lrhz1}h|j%4O4N8sw>ZLAr2cL=jrA4~Oj|e8pV8R$LDZUa$&*XZ$ANE^ZRb_5;6HH_=~(2w%n`V6flx zkN*q=kWq?dl6aaB{sNKrpdKgFHLia{Qokb2?!7{L z5t~Hds~>Ib60BD3gFTb?^ z7v~j(bOIWL3!^~_i2@ZyAp!XyXC1h|X;4-qY4L8-u0XMX9YhfA)kpRXk>-WS{Vy1o zFhFnG;U>E7!u@+}D*yMf{bwv#akALFFiRjr1@)g0m3TK(c<(nUfNc2pYJ9O6UwL1a zhs4W(9IEqVP=G~eEY*|Qs&+z)A=3)EPA0et#P&z(BP?Is;-G0Jcxw?cds0lAX8w5{ zM`Ss>JmCGQ1Px!4=2q=!d|2WQJ2yX zErC?ZiLuMOQp5?-ROkL9FvXbsqn_*?7rJ4zmu>lv3>p0Fb!FdomEKN0Q*3$)4C$a*Z6{Ga2}FNYVh@joL_L5U*LR4 z1_a;AA`@J-Lka$78t|^dVH*59Gn?nk{G=NQ%7FZafu*z`pMn$W%ud=`&x(U~AmF{{ zs2A}V)MiJhj1*E!FqDV~w7o&J{4nzbC<=Ek)~<60u$pheV6x0teMw1o2OW6B2fRC` zg#SRvgvM(Hw9kic&i~KoE&m?9(8B*bdYIYSHZ1bwIZV=N6M$%x*ur+^B=@STmO{|q32L@1KxPA@{q1-UjFL=U)oai z|Ho=u5mM)zd_0xQ6c3yl~22nw1_$ki9qR<}h(bg1jl=dv}=g&6Ew*aE5o5 z&k{|;)9dc;0rh&~4IxaS0+ksGb(|$-eJpU*hBlQNj+L(6hb}Fu=Ad6&px8PEeB6`(?09;b%rFPd&r3j(R4&DO| zvpab?w1f`GV&~s?+7cjksP^29K+`rX9rv`(yMe~I9ompfZ8yLcnZB*L$D7Zwp14_h z@3ebfRbJkqjZJOzm7cWqI&=12L9(>+ z`<=+|3^Wu@x~NYL6tpq5Q3EjUA!yBUC?dZPuBRnRKsqbc<jQz25(9@` zrS!;zVk)WaTwLa`%wEjreQ-(Nog6q<3GjA_z}G~9cL_j=qKS38Wh6JDFn;K5(2TxI zd2)!P8LBi3s=KxVs=RR9FPn#em7p7^Gh-$sW{o|VpD`gov}t@RVzYKdKhnEL>;0D? zoPviH92_OXmaLBb4%1A|8$t#*>wRMD$Sn>Jir#5mQK8 z*)8Xo^l^l%`9(^T+Xu0XrMH-?JTx>(v5=N2tgP=7O}FGq7@lHFS{gI0pE4YM%U|hZ zp>$6m!+XuD^oTOQ6whXqEc%st#{0S))KG9Z8=R{Z7CPTkTr_L=0f~_?pxLMb0rov) ze*Vj)#PYxFyA=Nm`z|RKDJei~3-M$-o%OY#>?sC_y z6>rX;iGtm_KiJACWgRc7*Z@DpWK9tkd#uq{pG`$v6mDg+M9be1GG6V4n5Tj|61jK# zt?SC~x45-x6E;rbwXW@mob<#I^8NG(IBu$g(SZgr5q3{*XB6J9W&bQN4h>?)q>JOv zu9Gt$Jxl1j7gYMR!9xrD&IIM4mObL2Zi3=V@IIDRy zooPw4f6Ox@a(lfk42$Xm?Kas6zTao0!~>{iQ(PN{P1k!8;^vrvTt#PnV&%KX z#v=Pbly0cIk#20FdI!2ngmP4i2$3p3!xXIgeY!0{v)m886vv&lNv;>~`3iGw&t&FB zn3;mx2s?P?cG|z;`5u8KYJE7};Y^qaoMUmm>!`hVN!2a@VmsmypWLq0OwbYXl$)^~ zi7sP~Hb3nv0@}?;kAE^re~jqEht#jr)Mkp`&y#UY*0)>S1`Sz1 z=#LVG^05Rx21l_6r6~m>Xydf7&Z-XJ2N&Y0SQcw@8}u1+6;2J3-1JuQa)>rjSrEud z($CN*i?l0!PLYBD^`(8`TTV0UH~~GXtZO>+U8q>aALPi)f9}k`s=az6+zOIpc$l=N z{7i1ErlrfceE5f=*Gh z5oPmc=lEvxeX%_s=KSvJPD0zGxuUh~p(6g1DmSF=Znmjv%%{J>oF0lZ!$yjq0}zy& z+bTc(WMPaQCn;EDaw&B}J;rymRFyq};(A(0y_aiYWVd|47-i^&L-?LQ5l@ylnWy4y z!@b`jri-!kY)xV9vr1LB&ZvmaeW) zdfm9mot1BOH*A#&znWO3n*9`JJuex%70-}p5C~bQBH62Ad5iN_xaz|^b_G>L7;z}P zXGI&^SNud1Zx!ce{ud;Fp&tVD_V8h8p!Y8mng;|C*Pg2I`Zv z{r`7^e$KW^QWLO2qawY4nn8n}2VZ?M*Q)8^aE*llQv4qkIWWL;Xb`{XRaDqm$^|s2 zn|l|x7knRK^az=j2Ftk+L#0sBN{apR>BdzA(5rjrgjJs?hpm%TBzX&F+5On>(=g~^ z)_7lEd0|hdwsDF@RxJI;PRBOMqq6r}zixb=?h~8UzvWL@o@DDQFj%``8UQfGcbwj| z;30qXSt!Ll=CAaDBCZWnH4|#(2})U2eQtWyQ}_dP3rj^!V1B!)=FZ;wcLiW);=uO4f@=*Hm#aa>J`>4n!-=Y2K^BbbAV;xvp0b<3d2(P z3{&@%5)B=;(m_>St%iu)Y)5$JHcfz4$lKn4ZcW&ssfDZT5@sv=A-3(eXqfhl6zg`V zD_!V}9BQ+C9`V~ud$n@&JD(gF)h3>g20XJHw@Hou{N>Q0#Ihq5_bzmFZDd8}`;VkT zm9`&vrbK~1b`Wpcx381`K6$+WIYH$RS%>#AzW@fGzifXVlU}wr*`Sx*P0(C2R`}gt zD2G6E)5p$)bM(4vT2 z{NC6ey_)-xs*ho4^hB4n_)umd-aU>a&0r%E-g|S2JK?>0P|vFo{`2-GV9aGeR=H|# zTK*R%`Pu(lUvd?AdV(4PwnGBS4M0VD3yuW0gJi{04I-p1bgyz@7`v0YUzSfce1WzyuZEFXphP+iE^ppl|fEHqVLTVjH z8i8yShe4Vj#My<~j&)nL3(Oiy7TWf>Z7%W-?~*x|KWRR7*Ac{;r-SrFDndNU98mvs zz$9tY&y&9pB(60)EO8%h{&7YBTo9ZcJ3ru@zm$270u&RE8g6gg$b8t{j7jTA)()#XWWcWb_-+NME8)V0B|7=RC&K`KG40uLoi(B zn~a)@clmPY=zRpS##ax$Jh^RO_1_@c?Aye8ZLR;j{G3;rK5#=l<;kS6iGAw5z6TZ1 zI3s>xZObOuD>A*{2^w#=->D{>=~~?1xR?&T#Uw%<{E?uLGIGsfN6mG7rZ9zMB6b{= z1|B8DL`!?1NJFXAim-gaZpPRycDF4>imW#GYKtb@+(bdGay9 zm{-Q@eH3qY50pe(CuJQS`JPx&Q;U{8rvN0aa&9G5a7%Chz;l=uWrCi|)jak-duPJa zBf#&0jhMd$$?6~3uRwtCe9gdW7)H& z6Q-}89_H46&7U&8lLMv8L78LCL152IbBaPEAHox;9+X7|V=-)`oA{}CmC*lQ7U{}B zP%{(!vENgAz?fk*@K{lBF3F4zXVUzD)8$(tf6NL!Q6E4kHPR6st)j+R zcC$31)%Osps9v2q$nNT+A&@(bA8_=I zr7%1dW!-@&`zk+0OL8eHo?-++YEOba)ySAz@hmbAXmO6cV01>SwrL+em6yM4(wQB7 zyz(El*dKQCzd6VkE9Q0gukh0)l6*dvPj~kmNgl*VJEbcl$1YC~##hCPLMJ7Y;$ewj zQP^Ry+Qc;vXs%TX83|V&dssn!>P~1-%wl_2uLL{rec%qDlVX6VU!gQgB&R4t&n z*jt88osiZ9e*{H(L3<{Yi?SsoI`_ONKYOjblOHb3>zcqTOXzvFE`(#J;+fRSgR~#NP$qwFKTWuWoM4!HC6n z=3xI({S`Op^<1PI)KgQ`_H9#qG*!v4SWsG8zsw3r40UUD5{d6Ey@~dWB~XHAaDb{h z+hMH7tL!6rVb~NU@Lm({nNxeg#DNJWRPqmnqr(z+-k?8v2&2A z*0Y1irgtlb2a)%ue3LdZS!Uk~*$MpI5k&7ejna7XJK5$5tu6lsEXgASMUo&=D+7?mXeYQDy+34M~4{FhGaD z>^Ge=;zCT$8F3H8xGF`2237MiBU8~Qx%*GVl26>rKM@HotrakhYx&;R;A+luRJ2+3 zSlK}y2TzH4U{7)22-)s^IZ#j`E#|iB|vN6>!S3mh%QWFa7 zL+(*IKaaTsq)))7u5ptM;%O!0oF#c82zsn$krQ>aHqu-;2$ZFXZkfNcSErsgP8C2j zA31!d-@x;C&MZJ2RmuoTqzzqM4gy@LM%s@_;Z4?MV++_7UY6{$J%uo}$YWg$S%l+Xgj%55*ahH39WWZH zkYiwp?uE5cGX_XC2M4z`=Ta+v=0A~aZQX{*@r5X@NSf`UMp?nyltH>+x?@S6o?t8h zXq1Ti2^Ha(294T`4mBP#lGGmZc=neha8{t%-o|*<;{A=3l@9N+E>*DCRHJ`(BFGj% z{<8bp*fF6|k_S&PsM4c#dj}zf%hes9y?(0l;L(FulX(dnHRO2dPCJW-+QAy$C(HCSe&gSF0C5!1E=@;y9Xg;>m;z z6StO>Cdlt?{oK7}EuV?tA0KKMf;^%$LVjbKM)y&y3LBSx!y|c~2#q*hv~~OR(~m_u z(6sk$dZT8|BzLPzjBEgiMz7%%-krJZYF+0$y-Wm_7@*_ua09njg_!rKTLKjQl z&yr2P_X_lzoo6@$Rn?_jlc;e1lx|;gqQRGWXKc`qlIQ(blT z_9N8Ib2&#y&f}1n!Aga1S`U!A)w_P)j0*JwMV|CLm7=w8c`8Tg;lNI|L%Sj?N1|+z zEKBj-0-EQp?l7RF>flmTu!}rf@spu+$DW*kS1DAR_Ueg~4+dugf zV_G2Rc>~@(zlbNl0u=HKj_~uI?`|%oiF#F4*Lk{#09DJ-@DHk%YTUVk<8P|grGi5$ z)S~g02_Y#d2B}mK=`L6z2`|*@HvMFxVj!b7wdz!8?*pD=8acjDr8AgR>o!fO9Its) zQXHy%iE0hZ%*;iKWs>3o2FV`;#Ie6Uv77@V^M+EgHc&W8NyFw)S;<@H2hLz15foC= ztH^~wsYp2LUJjCz_4r(2A(v=zN0`YkMPkPd8>^yC z%JkgFy;ck}KX5qszPiVArAvI|Wbyp)D~<;h7r|QVJz^An$`7=YWoQjz_w@6b;T_1? z4u8l;G|7C{|BtzMiq5Uuwnbyx$&78AGs%o?+qUt=HfF3D&DgeW+qRwDthM$&x7>aH zhg)vB59ei+uYJ9g{xC+XeYDYfueFk?Cc$L-kD{u?9tXotCnVZZvg7Zd_h_&p+P>0w zFU9flqaP1fm=nZn6HLRkiUdZHJ40G>R{X;jC@14T(U87%|NrkgCb7*JAK)|1Bn8U! zO`ub=rEKqc0~zRK$Zb&$M-K|r?D_HS-S@578%zyj>$ZzIwpitm^OJc~p1yNmkujdT z{aT87Uru&EkGCkm)R|BsD+` zoY(nhi2)pw<}e?pr=1`4_OV0&!Xz)JCw`!o z8nh=PKJEs2wJ=W;!bsGV-)osf4Fcs-oc`+vq|eXJ73i-6Wac{5HI7-J_P^H<03d=G zz(3x_f2amo{=0=8J^O7@%ZLSeU3D)%Y~bNva|m8<6}ko!*qf=37?8~yM)5!?t&m!L z_}#?z3BvWFjQ(PU7GLQRe)jbyBKjgdICN}4mQo0d)J{?})CpV4^r^1>=|r_i!*O>z z`N%egFQQR>j$!kA!EN_@os2eld$WqKJ15L`tnoH|5X1r)8Jk2A8{GqNf5;ef{~67t z{!>J@+u;OGk!rP#7V|)0q>Soh)fHoP#HubEHCp3Fti#Yy6t19@8Jx%?20qn3ra$jU zsM*c*4m#Bl+w)g!f2{|(e5b-~&Haa!1Vt*G$fB5?3b>Sde50+g^@isdt9p+OYpY^- z!|forM^iN*My!~w>GvdyWB}VbS$>PIdg5K??l!{Z%W=V456cyuNDm(`t?1APbha0X z;x$ml#<6*|fZOJb?}y@oYq>^P4;Q*;>FpOLGdC}4mL0S zuAGNii~oJe;{3+%zgmfjL%i@{%>Vr`783p?vW*lXMhi0c4E3#|CqsHz4f88lipboA zNY(QIonp21&D`UA`-M4}l%wtv1{s-FXZhp1PB1w7nyV5NLN1&qP{f(z%+rYia3&c4 z+Pha>`83qc)tsRee3-CM9>_#^+e0k%X3E1_NLpkP`9WI*Hf{4$b~zKgwd5IaF`tz_ zQ}L6<(+o-~ZVcHtv&#>y8IHo%R9mp}SEfT8{iQ1utu&#M&|DqmS{xDYpXl-3TeQ_b zvmwas{)4-(Y3?rqO>r2yHq%$DFxP&KoVr~<+8h7Wcb?JH|LwpgO^9NVG%W|u49_eC zVNY#Yn@F3|n!!Oe1E;?saD$wq?f<76^$*9KSXlq7lNCMtZ++%(q)Y-^*Ur4LcR2Uj!#}%`*?G*6qZc% z#Fx<2rKYt>@|ALN{5Dkx&0d3SuvT#}Ib>1ERH&m~b-H`McdUvy7zi&>u3=tErm|CR zV+H`l$#lyFW(%I5WDv&$;iFz!bDKk*{p7(BRKg{l&+!z8^y5R+V90kC%jX`3F5u$d z27?8GAQ$|jHC1D-&MiqCZ@v6W%#&yfyyA-{X}&Wqw;=WAv3v?SO>J`KH5+xPDaI|( zYUM{I-cjHcP!f%=d{h|tdjbnGPH0ZlkRSjfS$Le}191Z)FxQP)lB%)hi{h8XCn4gQ z4Uq=|cfpSlVgsXiO*&yFH$=STj z$;ruNVbM^I>>Af~kXm0wBx`T=H*mX)mNbhHpx+-T4HM$L`V-5riRo{ zG28>Zy}yn0yoPj23Ka*^rk(+sv;qVp4+({vsEPvPG=H}vJ0=m|>k}LZg zP=%!dRJjO6;|BqT;Na+=3hLVgCl9g%b$r$Fac9=j|un@ahhtS#=urJU)c0 zeUoc7n7aC!AW$i@q%{-=7%b4a{^uGJz#1}?|2a^nd(l;Y4l+ z(e}_7UbuT@d(pMa%lHfLa3{48Z=5Xe@ev6U4EN5>M{!XWsV>yX&Fssnxe-BL4RWe0 zKDZ&UW#Ec^Jj>vG6=5-E63L^a%NqYz>enzW5fl(2qyPb?03y&XlwWh2M$MNjAol@7!t(({qy~3;mdu>*xTY&gH=gM2KJu@CDlH3w#0$DS&EysSI^_AK=mE`fc_2F1^{y1D4Kj zF`=>ygz|=AglJWA-f{7f*i!E3)vkM@Fz}^ag9uuN2F78*p*D^E9TBsG+ zXZM7FivDxoDA6a@z8##0dg)iC@M;g7<)_yhr-wVRJ_SWJ&tcy+0TN<2>V0+5AySjT zGQ7T-lOHj@HV`787bqUs=#Zg=lQpX7o^=0pa;?}1weQd*tXWSEu3}<=mvayJh7Nj6o*Q@*AO8p zJ^%P}I1(hZMPeDhnv-YA1Ijq{`yDCiz^u0Tps+IpIfB`mS)T79dK{*E0=<{aIT3ZQ zF<_W>#Yc!ulHrODJrp@UkY+U1fKw`Wxo%dj%$)ICxrk}*$t<>Lmv3ssqR0U!j{lfc zLLLT#`+>MbAqcSNsvnlF^=LV}>pr9A28eVkB%w^$QG&8ousHimE2&0Iis|0*CJZ`b z&YjyZ=_Dkb^U%k?3SjFcyzh{tj{al6MrN961%B!HwcX9Dizs5&Ton+x^-9DD}2JH1$Q>lo4Ih=d0}5>G|vu&8nqxpq2ow5vIpK;<8R@V{eROGUDps zVdxbEOFe1t*QMl=YloGE7KsjRKwQQ#P2%-pK^pWNc2fu4yVI+mEB2ikoWBxx=Ii^2 zDxGE(%pm|AB;DKjrnx!0Rh=TmO2DYPqO)QdcYV#IOR~bwh>1XnbLmMA0 zVM1yJRZ@|)Z3D%AQY{+SAa02`S=;_;e~Ntp;wm7ZKlns(|A#}voIsuX$12&vb~(hEBW6Rd2b7$KbDvU>m3FG9CR)#sMFeIW zD`_=K2(Pqy4H1m=PNQ?@g*ySpx#GQQ2~I%yqR6gOS9QO4wzbF~4T4nRr{^pV{__|Y z!!^TID4@=4_Q7+qy1hsD4wv?mT!;2`Sp!^XMoOzUs4>yV!WnJe*@5;=RPB->k zTE{Ow_v4#~We``7uI}Y@$Qr|{;&_U21JcUbiXd*^ci%FTx`}vLPpyi^%Zp1?&+H?? zHK$`c&Y7p=3&ZhR<6;oT1vlXQ7kUB?%I-c^3)TK~PMIz7TbKZT_+45x7s&!Dp$s9E ziUe^G8CPN%g)-QwhIzuFH>#d+vOOS;AxYRxU7X%C%%8nuaFKz>Fw{2jo`38?MRFaZ_=YvCK&mws?)Vpvt7i-a0zIYGy(y-D7) zM=1TQtfG38ldVx0v=~L3Xk?FKVv^I{@a~)mh>6^1iWjhZ=5;>EKDzrLJLke-6!A*J z)!tURNbJdyY+v}1quSM;* zFgJzQ<=W%##N^7wa*(ueb;v2JW;Q%cQhL`tFtNXtVVHmLpewnRrN@L-vXM)LjpfjC z===$+V1fb9(0qWp$r84yTIvP|b0sEgCjyA^*;`5u%AY`%I}BNY_2Ah=2zJC>k?aq? z-&ncma*WoR-@y1JD#iq8tc0E(25h~qubIh&pr?u^no9nhkUuk^DXcVzKq@@}G@2wX zO(z;eHWUdt4(hOn5Bj7z)+)0A>_{e)Obxk^%XPI?qI=}8mCT2m6hBJXRs2ZDot=J3 zAOF!pkpQX{p~#;?ib-=qb;ownAmojDyYWa zkqz~FSQpTFX>;j-PfllQy4UTZV&6DeoR}v#w8w8G@+RXm(YjEQ zsaRXfLz`1|yU7z!ee*fcSf&2SwR|Zl731A)usg|D0r_WR$qfLCh$faLhZqRqs1WUm ztq4pFr?kjE%!>o?!BieSL6JZ;?y?N*w+vif29FDV9XcSei5+n#1%h4muJ5X$A~BVQdco%p;Q~rSZUQq&i0J%buDsHK3jHnzdZjhsh+jujobJF7IBU zjooO&K!%nWOh#FmSK|rb)PrEg(%>QQTbNz5~Ue<5s?qhUB zbhdof)tm}2wbng#HWRnGvkL)@CGUt~E;%#l{S6V?hjS_3WSYDi9JOVTUPeJR40@KH z(E0#@)rpL{YQ<^GFEFJtO%dZ|#S|S$+?}A@t92JRjOCon^RkHUx6pnUubp^MLrJMQ zPk?vkuIXLsHnI`ZW2bVWu!r@BD+A`>Cl3Sw;D!pw4=m`{wGIfs<`#|oNoXqDip-@a zwvgb$ZqdpDQmkkT+bH-BM;j_C5oo&|@3s~^#?K^yO=xrXT4M%5d5^_;CYOw`7gCE0G-?^rE_L74H~(rCo=oIR|5>#eQG5W_i`=n6}<(yw!u7 z`Q8AiN!B|i7n@ z2Cos><8^qAPK)7?NyK|Tru_*I74ngk#4o8~EJk{MF>UZ-K#7rl>D~TJ*VWNH^fZ@q z^7qh&T8Pz($}W6na4%w2Uy9D`N{=;8d=!KCE?n&;K?QrEZl4TH-n(`xa*e3dnSa5~ zuy)auWH=^RI_SQLeD&y4w$1PNNkj@@e0$9ytA9}P-MajG`>|CM3@OA=>2PkQ>0mV) z%D9nUvz~rRi86b%yekc)-ty=P0k4L`xuAOe3Si zW{WyH@?)Lm!jqenX4XjA@WCcyrjfW}1}AXKnfXx&&i0q{4!PG9#*d(wI^l9p{G?ZM z@2w(3m5`rSod;t|7=+K=Im$+W%3B!Q_-iVTs|^2+*fcsQ&4KnC1U`3nBj|-wu=S;}bJ5(fQ~H8RLyhKKpZTD>E6UAqTky$C;-=U3jP}rzhelBV@3FzIQgYQ5 zx+ot9Od>`=^1~g}!Pb+d@C@_P&?=dLvz!;CZJVmZ&Vko5RSyyG zc~Dyrj)$0$sAu0bcsnE##+cBiYLc!g?PO>R#BPP?#7k-qyCwoar@0BCmEr3#ob*Ue ziYB75Ixi06?4hUbPU@@0>An7g`Yn^pNQab{dtb=}9=>9Mx#Qx(dmQJ0@dpH=7P5Br zM0Jj|cuXB{b%W-7<%d!OHt^>vUV`T53p5)TpPOw4I&j46pzP=-ffY4w5|#kK%4?$Y zvL&dIEgMMY$Am8cABk@^w6-;4ia{z86Xu7_OZ%K!)w`5E^Udf^BdmGRNuBVZunum@ zN`E}oqme3Y9Cyj(MLOExzLYP~xf?+Y{{}&y0#$8PBaH|x8KRS+zzcntuI=TxJ1=qs zD|?ikgXi1zks5s`aT1z~1K-t{sIBhCOmO(52WzA`Y2jOHtSplw~U4&^`Q^&U;!^LFz%uwun zc_$o>z1a+ZhDl5X6I+OuV!*Dv_cg=*1pq9G&lX}tdEnzU&o1sBf z`aN<)vn7VG2hw|;2s&NgJDat#rEE+{;-v#K4K1A1&9;rn-;+~l%!aVK`LpRGVy4+Guq${Qk+mope z=MGafNvk7=-gp>a*e`5`Lh_Q{3Um1;`+6ekkK2@xzJ3qliN}bGvEcGVPNs=-8U}FM z!8cScP-SLT5WC+&(3my~R0g6sc?F<=zV`aH_K*Img z2Pl@pxZycg<&_qRLH*H5BBYu^vl6*pka_ zxWxeCC>pJGkRs!kJNnRD4^mal$OXHK|> zmfd~C`q17cb5~WWJi0m}$`d~Mr@mjqu5C~s@vbTEjK-gjX0BGF6VNJZ&+6#@bLuYh zT=VWJmy)50c=4M3R|SeoMd&TSTF&wr8dg^n3q0f&g+~kX?nnmhUXqJeV2|!LzdH?0 zhENDbREX72?I_zmopP7h>!AVy9vn?VM=_M74_X{1*@%OXWOwgTUg_a}H8(;IQ|~-_ zZy`8G|FT!sS1Z2Kw7QScyG?CO-(*rul>qf{Dq36_ybz38XOm#1fVo-!4ig~|}~`(8dzu>$fVb*3wKT-5KT`kg9_ zN<^vP^!k10QTWUF7S99^Xsn`?GI;R#Z-ehj1~ez8DJ|fAlbRE(mf3bIG*@ofo?i2H zH_Xw%!GaJ?A}YI+L>+1XWu?f%29wQi&@SV{3extoe#u9}3Rb0F5qQp*g5ZdhhN~M_ zAVfs2k8J6a2-Yw=>MrTuFET^&zkmH&P*i_w6bI!--Keg@(1ZS3bL(MZNTm4vwt9im z_FSSnub}eO$gWPMy@cs(ns~&x{A)9#k_9=!orri?eVlxk>)MM8aDIwNEfC!utjEzp zoctI_jxs4A&!iwS7WYihVMceFUDnd?bp(8HLol4fP{PC@@?CFY0{Fz2WVWB+E2oGAM_N!56E_>e9&*mc@O&V~{H5d3%Kn=DcaK;1qPaI2FRDXBF6>iE}vjO_f|g zTL)S``rpu9^45L=5_GtYN2(~L^xLNtgfDpD`EDquZv=4hYcbBn<}3{Og?y^i=VpCb zDuPd6??~2})XVB8Mq`&OT;Ig0vSsDP7|M&u$S|rcH8R!8j6bP~S+O*3BvzGbtSYM@ z-qNW9-U%F`Pv{hyV17?Gh+twb6|qWN3{{!sAwTesWK{J6+;b`)@4HN-2j!#tXkV7A z&PG{!Wm)QXO)?bwfrx->Q5mR{>PHOOXor*@b6iamoG5dI^fY@08yd~MVipN%ER9*( zN6m0LdQ&M^@wWG&Yb;lI&2JOT_8cx*71YM~avqIXUmk8cT0H?97=06oPM7ZZyZt!% zLSF+w0w4!~LKt%>aPC;z#PH*=kSNEQxdYprwyM70WeRK62$3sf#*j%o1?<`UNHHE3 zx<=>OhEoWgohU_Kfh2FrE!Yzb%=nriJvoIy*@b7`I{qz<#vZtK2pEF+lcCmlT3U#`WIB zfmmS2=OFootIZ{C?Ak%TT0|vp>V+q`rR}lkKtsqm;o9TewlJNuJM>kLE<9_c4zI}T zxKlFk2p9DhE3kz~o(keZN@Kc2c!jf!KNwaKT9?;N?~WW#@JJ*$qTtRKAo}pT1~x_ON8Bv@1RfOJ~(Botq$>V6AK9lKq2rmU@GY#%x4B52%1RsED8pr#TyhnUJ??FvMWhDfo+ePN|l*m*)fH5WMvR6g)0Pu9fMU#7ObF-|?jjGmYYSHrrn) zLX>=yPO6PqJY_&V{M6XS#tZiPVIj%pi?8T=$1D!`%{{IYZ$cZkz~oR*I2RFmx4Mdl z1xgw@H^DI^`hmURl1FlUkQ+CDH|Vks){@D{>KAPPw8@Td=u=ld;y}P zm%*9a(xGp%JMTlj0anjg0{vy=0aQ2n_A&3B6`3?DP*kqWn&gdtFU!;r-_&&|0dMyO znZMC;Ol-=-!dhW`x53OC=^iM-Hn^lkpGr|z+h2CX2vpmrdg6i`!`_^El?7<3G@-i&W#UIMN<~EP*jplf8|ufn+(}vTD?=TW*G$jSU*P z#}dc3%bFul6nfZDZV0wRPyNy(4=L<7U|Q0l22unWcUw4kD)Lh zy>9#xwff4-FyY_oPSXX~^?aJIBp{Gkx!A|$3jHCeCc2vM9~#LFUI7q3E`( zhIHBV(@`HcPDGXy{*+SNfb3s5`Y**{!G%Lhg{tMIj}etKVo?S?RYSjA+J!du{qINA zMtnT#>6ps+ZNA+n1W%E*hj4E+8_zZ^H*mqIc@tk%nz0pFW2M31fyjv&bE+Dc= z2OT=6E^YBzWu|}Sos{9fhBq7AD{Cwi$yA<$&zZ!|iPed&Y!svU0QNxetmGPtp~qlB z75|7A03IwKPBF#HF`W2G_EuflflzpR(yDTF0YZ^Y9VoK5qa-{;6+vl9&U!CPL*g50 zddzTtgHPneCK(Em)$HM%YgVxqWg(`Yk6HFLUpMu-0PhOEl?9;6Fong;1de80AR>_Zi}Liyk)0OK;>P@hfX& z9<#bc@Zx8y(#2TJnDQ)co8&{WQ0xk$6ihYYAZL?#QJ~NnK_)Vz70SlJ&dtIr_1o&E z_kFjG!C(oQ)M-b{nFi?2bEY%nm_dz}4a=biZzK3ck+#kwe8)K55c1DOUC!1Fnt*gZH{jIgt(p zFj6G<8=+>)09!Qha@5**NMMfh`xW9l*LG9+BU+0WIkrG=5Ji~hK!Y8NiezfKsZ@o< z93-$w11XBbhI@9Tl$vWM8+u&eVq{3E2d+QX6QPD$&qmUHIy!Q-YK9o<{pK$xHpn=5 zA%Y8rgXb{X=wVg_HLne$jJH3s`WL(>>WvB(2nR0pbQtk zT3gE5)N@QruO|RdKg_wyN)@aJR(^Hw)f30e8VL30(~crsL?Y2(_U~Uwf*pD(nv)qA z%#<3|02+s#_Ww5UJ2@Y^(TcYTMZ4D=Z#)lHS}K-NES6&Hd!D>^(yeIws%s-UUBh;E zldCaV6aNgWTh_NDCx$9Ki#+eo_gOoyD>^tq&wySUjuOGI{Oy4G{IG;LsB~%({)jDY z(m7=j7pA*Ou+~r)wpq?ZCsI}B;jduKfzL+$2Hq!NP~s2_q|KD95?70;zaID~rKatXTyl{nqScRdN{5l9Wl@-Dow|;>7)f*$p9la_iwp zJEW&R?%n(wCf$-6`|;?3KO`@o6#*4*`?=5QIME_GVxw9$@rAtGJxazD*Jtdw*tTN? z*^y`e z%036~%@PnidHE^DP6lqXq#Zw2~Si*{CFD zXiv~mjM{EhKI&E7-CcztL@6zIZ1XjOW{wwwjnWNGBq?qw1-l!;ZH9ycG0Te10g&2f z$c@Jn3zS-{a9X@Lch+Vc8U`p7a<{Pjo+~veyY_F0ewGEa56o`Uw9HNx1PPunwz_Zs zNCXn1i!lZm?Jg$q-A+|3aB!F&c56so|82m6FCR0tY+`VBU5 z-yern77Oa(HNptk77#nQp=co-0CfIJvWHF;`k=PofM^1*oLTGo@psP2%eIU@ADmbh z1bAOcejsmphThk!smkAh21murU?I5>2pOs<@_3;72->q3#DrY!y}4X3xe!wkoGV;V zErTpPgP@tRGdsmZuWofk)^qVnQ~t^b9%y!l4uV%ff1BDvaTcRkxODAz0nm#hgOqKs zn)~=T((_^0(JjZ*((>ZsP~$@2{&>=8%+O`-eif-?X{|&Q&0R2hz%Pkxx+kj&ILEK6 zYQUjz^V;_XW&d&Qa}US7CRSxvUmFPuvf>JfSB$pz6k zH3GKV1ld(YZ^6`mzaqumOe`>ku>Zk4Hk@ARbgFbheo5c0K6NcPWoKdk0q(6UhWA;E znjS2X3uZ7x;qbUIU-EmV1dvbv_E3az$nAU}s2LPDc6u6COlY8V3n)Ct_YA6#(k^-0 zb=?CGpk>|Gild|HYhfP2%=N%e&#?^==0>)nXF61z$?7^9PJ98f2%HVH4=aAcJP$%= zD(EEEvV8w#hJ4c$mb8}Q!0d*7vt0O+)Y@I(N&DBd8JFiB>O4Zo(|+tH3fdK!((~)b zzOH$aAb=bio5&|a8^Em-<2!_OJgAvOy22kgZO#)o$X}Y?zSGBO@sYGUX@r_vWMuB82emD= zj^P20a1eo65rzd|K1Y-I zYkYb(cgQ=xZ^7-UC7423m2bGzc?TNtZK|Xy`7VEY6*Pv%t{$V^1@Y9_32p%PEl{?a ztqRdvi>n{(r)oZ!baa_dP_k;$EDF!q0k8G!j>+{1^Y@@T9w=>U(JonZ6N$_w%+me< z979Zj-=mbM1aR*=H$Krh8ItRFAmV}Zv&{9W0##(1UUH$yz07Vmsq*3F&m=QSe@uID z7^7c070H8bZ~PE@W0+Is*7>YU+5n#uwAvFJKu{oo;fiPD&-9e*1b=;*%3`ygugOp(SpW2>eq%$!*T7vI^ZOL1TZvbmqkK^=0W1l+E1W@MT(4*Kz)~z^ z>>#3x-LuB}h;YI?=PvHniYOs#lp53)zUlrxh7Xf4PBLuUw;7;Kbl`ZNP9G~uzF|O2 z$$jNeCSbnNq4Os3O{LZH%2qshblPThSxd&vn53B6yg!!mo0R>Rj$A895`znsx=pY1 zH)F=|$fi_wSYU=8^yzt?z5f-$MlYkrIie_qnF5PtgK#(7BIh}Cn%JQp+bLPLp|El& zYamLoqlVRGrBGhNTINlyrmAC?`y>A}YJ+s^0>BAdXnZhy)UVl&-IQn8i^P!kL1`}X zLPHcSgPqHvMz7OcCZ5mT#?IXqL*ury95|h-F2iSuVbM5o%;-zPqp?3__5{fVrqAw9 zc7wc8S$^$ulz`9QUTE+IwZW#&yrJ{7~K)~8FZ8H|KohFOSh)Cy0mP)KG#c(byS z9l(jnX3AFBi|i95TbC;w6)&<8OCPoQ5*^JX)BH)9a-5x-d_}kEpmuM9W-hHW+l7zG zc9#jzkxzg;LAv(f3A#@IWx^T2J-=s~?oyT}QJ1{;QmN~P&4{!jF#r?VnX@d3H99 zJOH{t61^-V^nDq3NVk3*2`Q`>PVGQ)Du=oKU`0VuMEw;BiQVBhT^FH+0Y?24}5uoupM_s_QoVuv{oE802nkD~5e3%3FV-BLVaGJtfZ zk*o<{(ALkF{jkbkJ|Y3{h1W!s#{MrEd<3?$mi8JHHTgCH22B&gX&dG8pu|KM4=Tze zt;|yt(Jb};SHi^T+RVjKhe|oIvI1%`ws({J=W>Q%&Nw_F1l1>Ury>u`_AS|hXkE5> z_^2}M`>_#7$2)dtch&W(P9}&ZE&zpYPWpn)I9@7eJHsp*SV*e}e}ZJGB`$#h;t{<*QBv@$5qBybZyh|q9c zYI-ac(Hpr^WAVuqlfj*a7!DOZZJZ`D6s zZx3fQ^6FCa)cTTRzbQ2N2k-;VKQ}(Jl4O)%`B(H#_vD*U5pKQsaPdxtoDP3Jq8lgO z4?P~WTIHm=?`QJpZ>VZ4=|?%Sc1Rk`DXiz&mVK6nUgXiEB&fJ>X>T2CuwU}WwSVv; zHm=l%(rePM+)v8$nH@U4EUnq8lHbmYdPGiJoEP%Q`4LaNP7e6?HA zW_)t)Mc;jT)Jo5`UAK-_)*j7O)_+ufRL>;bp=)6bP}kZ#Tu3|S)Cxqc&pW)}A{Oo? zgTn2y0gH0}%uNsDiv#)@aZN=ISq+p6JXa4hc!CjJkPf~Beu&Y36k>Q~6Qlmx86>sEG1LGM-{KI%J9)zhdh4_` z#4P3~N3a}Sj%(O=$@H&k$3}TgzF}HdO?yh-UEc%WZ5Rrdb0J;GaR8_t|4?EeWAf5| z#&Q?JCGsntm!dQmFG*3J{(YDo*d|$mFy%j0CF7koo>mzyWtjg;nZk1wOYePRMRRYux9vankFwcc9Gx{_F=_`~yLP`F{{3{-t*Ce_WPIPlE`MsfU7(`IW;#KZuTh`jjN8W)so`03Q}fK*Ea(kX^A(5))t1tS zp8en(8`ObFXv#V2Vb6G+78xVU=xph`n+7EGhMK?5sx?-vA-aBvr17li$`Z+`$JbJGtH*Pf$uxmPY8jk%@7ip~M%#yfN zdJK)v;HJ;n%X4mb^b>3+?}mbeQbw(TL;(^<<{#Jx!T@3g#)kC6A%5}$k#AOqK`cOs z6HkE^l7Rp^nML}^hPF!0$f*WoDjr(`nupsPWtGm&>d#zpBo`gP5io7*8I9|FLq0MSv!{gtO(eOj?M?O zdrtkGv%Q4bFYeLHTDf^WWD3$Qm3IpC8-L=I>j>Ms*8`r{<`&efn=t_2 z*S{n_TLJc4OETxX^F#fDGT1+Af49f5Tqkn~3w1H`hpbWGbt-0hwf}5?5f-?#Xs?qUoI1un!8aHn{Ut zM65ty|JYvGWMs9X)*g#l*=x7Ddr|%Qn%@j~`ln3)2dSHX*&P0-UQzj1y@J;M-}Q>C zIEYG+@saRuwT(*Yf-Vu$hIm{q62iyR*$s*N$|DetKx~fLdC&TXyN;alhRp=2_x|}r zW~-B4n#7}%6WrzHZ6!B>G!O3&r3}wZKECgIrEJmkyI!HzYnZs!A1P~G&9P#s?WC}{ zo2kzZ@Bu7;w7u|^AaraeUbL(r%KU3h=jhvX?94E29JI9@r+YDZRhny%lje1tw8=9+ zE9dF%qe|6vu0Hu|y;Sc4K<;ad!+;t&EyAHEdD6ivlJj!O~G}ofd4CqWDsxbUzb6mYHvRH|NtH+} z)i(5zU=SxPFybRAs=kEwG3q4f5{v$kplQq=?=Y?=xK3a%QDo35jJvEA-jK&$%ic5| z+BI<|2Xaprp3fImObiye4&LSuJ{< zZ-sj{y*!>i52a39YmhU1jhA_Ss7v*SulNLQB&sd3Uc*CO@KL&>+YC2%f93xH75}kZ z{~tz7|1V&%R;paqA!OJZPbf%)`+BvsCuaZufQ82Yg2lrB4vTl@BK8MPFHb`TAGL~! z?#nurPRop)o&+_U27x70V;{NM!ww5R@Has98^@iQBHpWeEg#2Qo&^Q&e3R+2)+k5a z`0wQ-6en2UjL&)J|GWUSC|9}95E$)YiZGF_xkp#oY&P_gs_C4;g=$+%LdJ%D)F8c3 z)Z0Hf;SZ}V-E`uLtY0lD5b zUOyZD1&hIrQ$2 z$o~wx`i_ug$N}FNp(3DCa3@Yg$OW9YxFKe*{bt?a7y-r|c`_qxTQ9C^_GU!skQ3a2 zl<~#>O;Qlh1plEp%XZieZSagxQVc>-kWIu%locP6eT)K}De)^4D)TR4*ECY{J}jS+ zthc$iV`*Rxl7LuFkaKIBa;EbxZ}N4E!t9Y~Fh7Uop;JC_&JXmr^}qc`qEtCQL^Kqp z^XWJ71fDz;2W+yHJu)aJ?CuH%mUt~**yOnHJ!V-yHt{NL12Lbh*1 z7$O%cz<{=u9WKZ3k4ilSJ&Ixt=~0B5i+&U&F$^&PuB@#X7jlaS?}BP+s;_TzEOD2aL*5c;m~$-`Z73C zj)BQR-hs34@PTR=T^2|Ou~89$ob|@WabbE^fN5O7Mw~KM6uYqFdoodtPZ?wd9EriS z=5*b+Nf+{jmh%}Y9`IO}X5r~TCWL!SQDS0zq$PZV^RTTHq>!Mo;>56FEp=?iSPYRQqH=K|4{>4Ix^eACA_)T^M0Vrv z0Je<4I#7G&5^}X-KWP9~N z#qCibf1v&_K7%QT_3n0owRMjSTMC1EK4L?Grt_L6!C0Up*Gw=;;{>C79R6+r_YlOw z^lbB)@nelg=|_M{AdLgWXB=xGtJ6$&0dZgxQuC>bLr|Pmw4}e}6^nd&Lx;QObu-Rn_^bTx^aWr#pfo8ef4#{#em09t{B zE@<&ppku%6rNn|=P~a_pjSCoRvmvmAlP)2u!44tUz1Qf`f{g14(LjT6*vAlMVr3|K zz*{;wUv19ZA6)ku=+0j|r+$8p2{1B{y28cv)IAj!GsJ#AHl2+LCiKT(^ywyfIs3Y@ zt+#PV$MzpsOt9g5I5L-`qOs|q02U9@bTFknu%vT4PC_H^)TUI``XUWpcgDo}?)Ofo z%JN(v_PVwzu6Lg&PR(CIHYz78>GKeA%LruT)KZSF7<4P>>tIGS32h)b-$0mGa6Zq_=Bw_KJnc0!~jR^Z2sYU+L`=`05z3+{uOMJ#W zLvdBHT@gc^->Q!Uv97--0P9h~!17ndjM4Sv7$vLvV6>+E`O2GK)%5=T^Zt44$!CXG zOW?_8Sy|#;-O0-R`w55l=k43VLfhC^X3@gRb5){%?4|?f-pfEnc*#lG-cw3S4j*fd z$b&}hlqyA)TJhJ1tINaN%UM^zrEkcSww`NCXTak$*Utad-d9G|5iM)t?(PzT!@=F% z2_d+28qopfE zb!>2a|4z|`*iv&fv-X_bNO#69qjr@pI8jd4;~UpkdkBP%8iGcaytwpX@M;34%Qgx} zCgV0aU5?bI3}yz+Z~JQ!^6Fnvh|_Ap$De_ny@qwle8^n0L~qs&j+#9HYH|v zb^w>x!^dSC4A&F@mdCB-vg<`kQ`;*Wz(F;YX4lwLE1RdT+62guSuZ_X_kH|^k0wxG zSaJovs?e~C#u7!sw5Bn>nFYbTuM(H3#$Fb`MmvUmAkswpVt0@} z6&(WJg7B=|021nQZyKHk`W21lFbDoSc2s06k0cL=PNXNiptGD;mVyYbZ*I%4oWy$z zkC(b9xsCg)@!TWkFIvKvT+f2!<@3O4U-Ko`fPTlN7zdNQTciia_M$@g>0oRQGz+f! z=%AlTKO*&izPoB~Hhg+Y44FeqvS()7n6W@!uQM%1y@{n`6_9itgBIKM6^Vv#@gCy) z_2mQ?Uo!zU`}0juE7DawSCRo%5J&{P*pFT=`N1I*t1JatjQeBLHw#bJw18uvqYRL~ zh<0`6}gckZx=SV~2d2sfS^wz7MCclI00 z>b=F7nl9L{nJArAToD&rcXJ>Yz4F~_9&*wVFOki-6dCz3emdsfa@OiRikkwdzs5i6 zo~T_{;HkS?iCE8QIxZ@UlTlAvr83M-8g=9Q9fLT~l6~L&8%47H@eKbIPy}{(xVDei z0!>UV{+SmpL=(ng>bK=e zb9qUKw^;Z(m}S=_TBB$_wN)kEN4x+W$ET8= zGDcykb<~p(Tws+G+kQ>8K$Jr+D=m9k2j1FY*SC*c~q?+L9a3)g1XtuC=4 zEkAy$h~5zhmgSP$sgrcnx_3)8qNhCw6V_nO#2z?cX`j|5{HDVVzcbd2q*}rGO0CMY z&E44-nl*aCrk z?4D}^rH3TJ+HjaM@gaGuSPRX(2AAE}0F3Cz85DC-%MLyW#lZ3j&*1K&H)z0U>b?60 zFkK)(Jmk=#r>258<}F7rAY@B6SVOXlj-JJ$u&`DI091^1h4K$_XAb&wzT8s-N7A!c%HUJjfr(+B_v=15z3j)i$ z>lgMbJOf786tXrr$*EgRr)_)8v56sCTEJ;jYJOu{*^3hfmMDPLWNTMZ-z3w}^HR$t zVvWDPGoDI`SX6vfH1ze4r8BvP{Bk-)ZZ;)a=cP-7cz>)dv&-nGR+2#AIf=c>G&Mo3 z3pl`Km03`l#sq&cgBP|MW@ip`%;9i@29(#|0)s>c1fd;935Vz*>!hd$RNfYzYhCo& zyp59+TB=UsZl7IG;u<`LPU5~F=fTfcXWU=r;GN}CHkgj9$glZV#^7%iZEY06->cDL zH8Kb=YWiX~rdq;}CK9Xh%UmPp?djbSL{^C)9(YvyQeuVr7N}?r3+DJk{(QI-hqL+_ z0Bj|4hV+JcM48J5pY(>2&(`sA5rMnGb>rBI!d@FpM>R^4uUc6woNL%jd z8D-^2_{|2_{>G(~G%DC764mk_QBDSl5WuO>ifqU_8yd4Mwp2Kc-@>#NTrL_KjyD2H z3j{oDh+yvcco0{63b!duPNmc2M5XM>4#^%c3GW*>%;))aG#XXMWB0@&VUim|%Zxrk zS0O$Eb4UrC5?Vw_{?D|qPDjGM3Y`QLLT1qGv!%Y_s#Y}FS2`SmdmZM!BTqBbK%-yD zB8Xr#=icB->#Cvyg|wdxXM_BQ3cvMgcm6pHYim~$O*)rIga{@f{B*5I1+stj4!hgh zRnA};(m5pd5#OjJ6Jp_3hngM-W^`51me*Edvy$gxi3!OtA0D!Kb`Js$W3!MEyK~Am zxe0#LrjaAvU{0VxKcc)#A|k-})x#nr%*SGGrQdmH3OO-_B0-(G8o9!{`t(U`ik-co z{L(R~__gHXRzpcRHKdvbeZf|2iy>#Ih9Zq><(;IOy|;?yOg{pCQMkqxcI+e+gMUxp z!;tbm11ZSXs2PrG3Ra|`%T6#?D3w(RP&AI?rfSHf7N)ipuVi6!xZwgK_>93xk3ZRd zYkC+ssNfM+54n+#ZYSdI`bt){zUNly=EkU+*}Jcck}2I|)T4Bz76skZ&dZ`GC7uha zAmp=eun^g!8E3d~P1I$dT~ywlMV)Cm`;~tmaUUi}y@}s7sW;HW@=I7zZ!XFLddguY zzMY<+R-fEZU;U?J(1~T>@4VgE!=UKSey#jkEx4VhCYEJKFT(xKdtXVY0XBi^DyaSW z8M0ZuxY31Kc0G~mIgr^+Jd)w+!+@znk@ZBdc)bF4JyfC=B!n#{R_r!D+K}FCQg&Tg zC}CU#AsCIyHGi?U4U*yKM*-bh zGPm8FtvSx%+=>~r?GWW6?+hP(G$m6dD51FyiIavL-XvbB*tJ$oWe!ov9fF-uDHqvM z$-n%mAgdMGd?j=(2mAZ)uiXg0 zQc%K@ed4@?aG)wUgT+d)NB$?-$0gdH{P>1XvIw#?#gPw6?_oPj^pGjkX_g}9id)|W z6iiwn8iU~B#PF07BV}mQ{MHS{q5C&lf7Hc?%D&r9TKkT3X{{raNVj=XoXb`b#%;L} zy}lKs?od}kf7Ejx2r?aR2r_;r7;&!?l*m7Gq&TSaz;{@Cr`dN}d8fs9+IXi!lt?8A zDF`x5VYKehe57tkPK@L~Zt%!4J?t?qcMH{`40>Ue)t?h?zv@d-MdWwKRqN2;CjDj- zX?}T={V~Zra=zMg+A|~m1aCh!8Vd3$O5MVwZ8RCH-!$7mEu7NeIZ|(|HFhZwNCvAv zmOHqkz0#0!ygVJW_dPuA64nl3+#9DZXp+`cj;anX!;ubby!k;{H9YH4!(p2g1w_!Bp$Y~?kL3@|@oM({U6dXeK90g- zZvbgyZwvz3D#}Ypv=OrwNbv>;5Gpn(DISTta?5^I`^OxDDDtTnMIO{z4%C^5u<7`5 z=lFX>8s&7tH1h*!k(%Wbh3~;d$a) zlXfIDo~nR3>rYYkYveP#h3g~#*i<+W5G|d1r>fr>Yjfvb;FOmNhwOHm>Np_yC|KzG z)cZ=*sBA)yYz2jvJHBF{CnBXTZ)6%LC_wQNZgaMx>88I*h9A6!D-^(NHnl$6+H}U> zB|{1xlWv+d$i=6lis@J9L`iPNBA1MpdF+^%VhqyGDSezwhuF+%CY=+p? zt==9a!)G)NV7*-vy|nq*Cg6do%8_mV-CM+HEWpKnJ(ETQ9cxRuu%$m`Bs2ce$Q*lH z*tKjKMp@b`tu6K1pO6%rT{F-s-vI%Q8LVxL;mO~kk?zLQJne_~#2hx|!A%HIW3Pjg zc0*-V)53$epnbj6o5uJgo#-sO&t128KxnulvVw`n1*4+?{QP9>V1(MTLMc*utVdb!o)4!$b*gu*CCtI3W0)1 z!#F5g!ZC7u!1+5ZhO{2_&;t;J;4h!ld~cmR$#-4cj)j-nRf)D2I<8PwIvmhPG{(6D zU4e#;J?Xv8z76&*aHPp`gDpojkQklRf zj)Dg7n<;jbHUA9wQzhGD1yE%^!z(PlCBja^(#!O@;1x|n1SOpGY+8?xE_1+B1 zL3EoD|F+2}@QIpJk}83meuhAR%ens(V)y$6waq(SVcg6%nCkdXlEda3#ir>t&8iMx zF{HSZGM{Ke*w@@&Jyc(V)>E^PsU#N9zzxie`RLo(x-LrE)_{M=6UcmVj-moN!vWZ! z58Z7wkQz!IXvrR*)99OLJRmis0%l*rZTlvy=Vy#Xug{;E%`(}?63+5I&o$T_6Y{96 z!<833*j#%7p;+d~TtSRZ_Jg`a^hQtE$ds0q*hD=t0ACS{5N=q`t31*UT4p(%bW`>T zkZRhtuni7=M**Efz_G;VxxR_4X~x+*n@VKPzfhsduI(Fl7VIw~IHyZY#d#1WKC;Zj zeh}7ABl}T$I-8cDvn0*ebL@_@Lz|XM;-cb-LF_h7n`d40eGj>ty`!u7{^7Q=>j?FN zF^}IX=bgZt&C$0%+r#m;taCkivpXEg0mq3G2kf@MNVl++J=#YFo_hw}OK<@zgB;xG z4et(a_vzZm1 zXJm%}i?>M)-(D{ROm+E&4U;WHqNP$LY^WSvnXi7kMn79IVN@XDj`SWN6Y;-rBa`b0 zL=036#zCIjm@u6Y$YgfimfKHE6kZ>$IWcL=0Ra;3vDN%hUC5`;*nog?n7PLKv4fzQrbXPm_8v z5W=es>!{5Y`v5qB_H=wHrtGhx_=}Q)i0hzHq276cP;V1Mmf_Qq zQ$mB~uhuRqea+u+fkw{X5R<<@RU+Meu6BE|#~ah1KWinCTfUi>&kTO;J@kYrob-NRckx2Av^BbAO}nu);Te8+d(ldr`=U09Gt4$`MRD zq#1~KsbF!f>=0q(hUPN^=P0YT%PF*gsKE zfBG5rR8AV3HeqoW#8y(Kh8lV?PCUE$*`E#K4)jz0e;eX|vmw%Yc;9^35bvk>8vbcR z#QWbi#DPH|LS*LXCUG}N(SJyC#mVwFGHm<+FA@aTd+6tX8Pr#}QQD7Ht3yBzyV(Rj zD*_O}^Nql{ZouU(E-It@c40$}MH-PG?qljK)2+XYM9$l_@bC}>yJq?DPk40!qgk%S z!gVj31-@wiVB2U6**>dWb3M=|__ASmVhGgc^T8A-^1jFUvfb%!Mm(@}!$mF-xwg_0 zvsfMzFAVe|9QfhSzx_)6%5&^8=t^!nd9ZcL8p#s2TeNkP6vwZH4T}Nv_h)}We~)-Z z+y!?lCY|bgyTtKCIKYW@4Ufsx73YaN;M016I;p2hMgN$?quu$tX@#7x`r-1$Exaw{ z(pZ-++2ECyp6JUgkNvaO7*N*xNARWc>YEfjJs&U=Iiv{&PZ+B#@%N5QY0Cav=b9MP zo85rs#OxC(oZLpZyYmx25%LN^e&v!4ONLt2pk=u{obwJ?VLqstsax6NJd!B)IPLMZ zBD`RRS|!-`7Z??&62uakFXSeOTNmgiD8za$Xm+NBdjxbfR5j^O(5X3)#0Cu^Q$UeH@y15m}i|TAWS||&U zsa^m`GaCrB{6vl5@9pZ}Qz|m_=$oK!S>!h>i>a)HcITLA6b1?jtcnW0Y zb%mg}c&TjGjH-FIX@$L=nHCk5MXN7O8317Lltxap(q}agh7xKU>U}a*jO0LDs{MG| zpNbmm@VK94a_v~-qBR=n4Ysu^m+8Lv#a!@N4y#5Ys(IGYX|!s@#IIgEz2fUUnIkmLCbrn zRr5=?wDqv91A|w?qaD`Bs_j=~6Z5@GpciMmST#zmT7@XFu3|Uq)BPzR{6PYIT`_YV z`K#HZ%2?^j{iWNIi~XdR5f;jHiSjkf z5OY|9u-Tt}CV|j_K>vI~1VJXbz(NGMRT|ag^=0!#1V!>Kgeoqd?*Yk%N&k^%0o<3!1@vbH zD5sr6G^8+gh*(IYhD9m}^3Nx_oWb2p_bED1ME~)3C53lhV9gf4cvo6H{R}q5;>DqI z^MDpS?^#yDyIUnoXTH6&u2Ux_VBi9rbN;7pFgGbVdl@F;mfYsgULs6cUf@YHS2{x^ z>S#fE-<{@atx?erETWk9f|WmgVGKdz3Xkc_jW)oP4RGt`n$niJ1H)JdH=LVJGd!6e z%lQmGZ-qIcYbX1VX*go*&d_|wHVEJ6r2@B#aGMC_iFhr0CdWi8N5NE{2t)`S?o%d- zP$Bq6I5UDXa)3+TjGOsYkw1OW(53fYqDL^;x(dd00`6I6p^v0!+Y6Ca$qUG4Qu625 z{HE1IJAs?VAXBsY*|EZg&QW&ZUZ;`4sJCYLVuJ2heoJKoEZ0j+PR^MT{FFuQdVe5+ zWkGj$q8H^R`Cw=6=()v$AMgs?6Tx&hG^Qb8)*;f--ZJ`-+lCV=>ycy9P0IOCaOnxK zs_w00`1RiSuB)o{tz-Q49`LlWxcnw$@&=vwLhN)0WL$pB8GA)0eG*_@ev2BeW8JeB zZ{2e$yPPCMo<3dvJu#c0gW*x}yWl52Q{?4cHsKxgNv?ngY}GlSlgP&^{0)@e{!rpS zsVdvw{E`1NRrTKE&WmVWzLzt8$Qw`Imii#i_&ehzG=+D{HPn$LxcslV$Oi{BZj_zH*1NDB_%=RT~ z2YT;h|MTG7pgE3i{|oWh%*YP#!Oks0kJP9}BaFW@-{1W1d_^1MItHq}fVYD&31W|7u%K5+&1e5o2uhJi6mF}*LE zpqMW`s2T{8?>#;Uk>Dmh9>`HiQj;5qB?vwk0f-!;f_hmHs30O8I1&hOp3IG&d0vR5z(I6WNgzp5*R}%QJe4gQ??%N_gib#clB8)N4Cd8 zbMBMll7%CWku~7Tp#c!40`o{x%pdY1E^Rx>fZsvPUg}S<0sjLOUBO;QtWfP|I0>@D zV&j!h6ch7!h9ih&qM3R~ z30<2hSA2sB8&^7ZvzF1=p%3L4&A3Ojh%>W*?x%$ofu< zjFKPV`~fx};6%-!WbR~T{NEau{V0+80F4g-ihrQU2grTEKb!jYA=rL^$p`%H%k_i% zI|zpl?(ZP}S^w|Bf6M-M{dW+5#lLg-XDuy8w!Z^)`8fVBhXnXw*+1aDkSV!_5&{GG zfBg~GALW0WGyLEj|55!PlV<)9I6vTTQ-8((v%fDN#eWBF`tOJSZT9aZjXrk&b3$}~ zN5=K9CjXug`VZ0W1O9#T?<3x&gdl@uW@2LEVrFJ!Pe!4F!236mg$hDWjfI{Wz)sHu zU}XfnX9lEFGFBszHFq&4VP<4zVUW`|RIqh$a{Ma+*xA`QxpbMRNi6O3oy;7K^+{Ze z9URSVZAjPwEP(fmg`fZ9V){rg%E|H_nE;oI1&%@7+`-X_ zGbg_(U9Vjsd~=vX18Nm#)s4D78Yql=Y$u`?SyYb}{ztq!Wl6ky375V;u*TF7c88=_ zTqZ1CFDN|vZHu~=unM8i4yL(=K&cMeW@&&Y7>ohgaC87^ppPAC0Ha5|Tb_rP+P|jh z;u8)uq#^vyChBqzr+EL*pzkTFp~iv;92z+EOu3{#?#A$?acA&he$Lc;DzF6H<5!ns7Td;a==?d6st$sGm2FH0AYfc0Hs(^ zM9DUW%?(I&hKcSk7Xj-Y_V|pEU=`~CF3v7&i&8u7Zin(25q%I-?`JTpf(6o+8mABm zLYjX$7(gf=1uL24E2x`GC?*gg>Fy_bHHcU*1csoW{HDVU4pK1}bX;>y4=J9FBq#QA z3T{v+K0~{r1v<#82ydilEOefrqT4G&_O^eTI4jnG7YPLUoG6J33KN)+A~h(2zc0gz zTj*H0a7Cz5Ews%iUJ@OMmT}h&Yk=;{`K*f8>*?8Db&J=-!({KxPyo=v@nPrIXOw08 zYOqW<>&4+Vd2rGPDSi0Qu*=(>&;6mDE3y@8+lgu9`PqHQ;Ca>g_nGm%+2dzHH@7-Z zSGO*Sa4lwU=le&O`@6F>tiU5v_IV+%HoQA>oveiFR2b`1h+6^ zA3Ovn-(GHxj>aK|oG*YWY`pABb~n@nPq%hH?w2>?$3S^I?uQ=K+XB1a7)TjC?)Khw zYqkL54ex>N&A07Gp9mg)PRe`W>H2B^c{}ArXh46Vr8IgaKwHj7Ugr5SmMt=jI(Xc2 zDYi2InoWQ*hqw_c`a5+n$3t3{$N({w?oRJwC~Q|Eg)TZn*%h!(n%9b^0=lBx^d6)4 zx7YZj%ATc9Vci4cRmyHkyj9&MKXm+qg%Rb_mn>vrmnH(+QmOCKKBZFpVMQVBGt>62 zf2zfvMxXAXSN9FZt!}mU8P1yCQn{VAo0eCwY#a6~u2Jv3o;G^tUU_PEnN-m3SXJ)M zNT(~^(g!^EvwVTYk5tsn6a^+)>ZP{H8s^?whWxdrfsRYE)SwPiI<=rVT(sc15HhH~pHl?yz5d9HSrxYj@ji{txHW@FYe4%37rT19pH z)OeyU1*dy`$Q@sUKq3-^7ctXdmMUyN05zYj>QXs~8?G9L87Je7zZXDvbtP z=G7X*=6mGo1pmF&XTeqTY!{aj-jf zA~i0f19^hYjK0U=6glCqiXaP%jT;MH?3~-Qsa9(5HCk_NBUQ`VGI5u+cx}w(`LvVL z@7ni9s$wn;6m3>Us(j1F-?b};0r<$fQMBHh~ z18u+CRUW`o`V)t09q~33lB>=k~FwWHNQ5P7j@WZq?KrXZ$8ZL z5Z8DFQdLN84vROHn4dw$KCOQ7CoIwsWc@=mX0GRK#>o6c?!4Ho%n z%1oBwi1)_|!E4=X9LFVS*)Df-zY=0S#>0w@{C@@n(a=a0=^FxWKae=3a*5R0!8(9ad35bwsTeu zRC8c|GK96nb3Lgnb<2ddi1mY>i5VpFZtYxVw#WcdBtw7Ji?5JKN#zk@t8!!I?oOak zgIerk;YB+}h0*7oC+j1NLQG=L@jG+xW3VSw<$>;=gr~}5eu>2_okdnt$Ksx`Lu*mWgRA|VwQwV#-E=@TIZw9#3>ftVN?A`^$FiA|18?A8E4>)81-HcNZICfe(c8x{}A|8G9?b zNSOk8!ml214~Y!BF8Ei#ELI5oK?b`rXmcIPF0SDAQIXdaxCeZieB=V?AKHBVSNf<_ z@uXdaV-|gsD|`fCL9+s)?q1%_uXe6=Qosy_*G>J`C;uZdx6(Sn!Hs|otE{z-6`js? zTT?@?nvHed*4B=P>Xoi8!PqY=E5sC{RE0a|?r+FBFDTa^k7=lmPXC^{l#`t~S%m?D z1jxzGq7BFJ&D_J7&GU$o%ge$r{^ytlng1 zVP^mP37$N~)eT!2EBIgn8H_p>gmexB%>$7E~d!Gxdm)1cbIX+nM%2R{_DC9+~n$9SDG^hc)Aa zMHh-A$|BCbB`JrX$>XX&3mhhaq!%3}F9$2l?a$dmQ2{S8!<=eGRe?4)!<=qKTL593 zj+=US^#p5}R-EESUjTKUF3ooSBny4}zS`9oeE}MAYG$ey#ugND+9KQe^B73fltr#H z3D625Eqh+f^2-titB8z*rNk0Jy9j^}!>4*!XHm-_69LgWxC($iDNdLPf9(}6qn>f>{79PT-t{)Jv0sXdZnJ>r7tF5fI#?3 z2@?X|9i}$qX|$BFXcKcPAZ`)R|W9Grxzc zC@(X^FA~Cwf_eM*O1Qspc^u6Fzx~V{xl3ptgeQu3TivNi98@79^BCK$sT>q0s`HH8 zF-In9bHfWSN`D~0P7p9(!#`3{cIFF=Am-C|J-Q)hA%h$_peu%Bj^E=a z!G4dCvE*hF=d?B98u11CaxaRO>;)_QloNk<+Tzw{H-!mExny-UA|)_bfLX(8y{H1B zl8ey(hFqP0UAm>861I`I1^B#>x55gfwzOOsc=8A2&mYT=OIgne zfy$|SjLe0_n!1+VfAU&J@H@Q8n^|7}&%1&-$S<^o#}V& z%WSHB|Ku-fW^4YtVwl?1KTU}HuO%&!_YXf~(*deM9f<6GC5#wLxBbbjt$q6>4oSu# zWe(C*z+>k_cQ`E&j#@V34cVpd$VM5UZ4y9-d_?2&C;)0)YiE{6{_|av;dA2jpo6BO z+hj=Np-vJ6iKtT1Ku!{}T4H-Tadm)Nd>K^het7j=ZS|S1g5 z%SU?YrlFckbBS5vVlS{F27YA$Mpql7aS_c00mX%%>Vz9`@{SLZe@q&x@Arr@JpYn!{tmVP&+$h7>>{zbi`YF6$`hn;>|CQ7=&%8A?=Bo9B`kJY7oq#< zb2&O18*MT$f6Y0Ol}*(>ICfQ2k{Yvgl~yT(UddBf@5B39ZYn#RRN5@C=^RN%r| zAbS(6^#%qrHr#0^%C9O6?&|31b6E9}`q6a;r%Gy|)3i%#C10QoFMW~Zka2n|OBqp7 zkPdDVm4{RxzS7)i%erjwq*o3@*Q%}mRMy7(iyY2HXY74(Y}GG2aD0F79+G|LKPvi? zNsRUJ3fUH}y&7=6>MNniLBePFi4>7%G?Dt*p|@CdjWzc$PeVy=h&|oX?Dl%TkMGmZ7(ePzfiZLQ|wHg^*v0t0P~e?=?`mpxh^ct z59>KSvi0f-litknZCTbp5_Pxg$_tcZx0H%>ZIWm6vM(g*L>@l4EpR$O(Pp^=VCyLHKQk6X`bedWVeL zmkCFiB=|Q;h{d4$CfGMGjX%D8+TpbPeZs^g#?3LT&tjtP>(4`d+1VmHj8KeC&+ z&aTL}$7g$B^K8u+S+-YNa#vYuP+y7?xi81;{JLT1X$$u>bpG1kXY=DJGG-=d8dv3^p3<>6&Qee%rgL=6ddQ6n2F~cX9-Ib6)@3>`- z6mO@!0KcE><|lchowdRKV2lV$6sij_3NYeePb0OHG*54#pA-;I>PjIJT9-sKzSi(S eL%u<4v}Cv@pRz&_A~3UZva-ODlZ$;3hx=dZJSztP delta 212986 zcmYhiV{9&L&@Ei;+Sab^yS8oHwynFi?e3a;*S2ljw%vZud)||iFPUVL$@OcJS=X$Y zHG8)RY3IlZ9EePuu#B>1_7<*|L;wIw@+=<>P+c#6gB{uTrDk;mLegiyte6PeQ8J4} z@E=vuA0#mY?Cj^dRC0|Zzp9HX5RiEv^{(X>4iz;8_w)U`ddyn7X1`WooJ_t;noq zx+dLH?~o}7U7}#%;~!;oa&`& zgB6IQvnC+sv!Yc^2z|AUe&vf(6oM4|175D(&Ud()kCG)j-8L3vD{oBxJ}X2-QH0x{qG3%jYAmadUdU za_uLf!FV>eyJB*>omyr|Kb^07W%emd|t1f4;v*Ydk@IIr# zXn*?tva-YJ|LG_`$-EuhB>+R-FnO03L~eM3Awa-^HjpOf%n z70JmJt@Gi2srP`@?&dojW2t-tlY{644O<5cr}F~ z^D>8j{PhgzvXnX6vOlpZI?!sieW1+DI+PP>WjofO7C+Se(w_-+>;aGCdG8=7arQxy zb;JsJ#k1kKS9xdT3ILU$?VXJvNsXY#(uMg9;E1F6`=(K*zSVZX1hFEY2RZpxLYVNw zv>L5#K98TaIPPS~zLmiR=6!uQ01)nnoWdSfSm&dl?9xZ#%k z5_AIMm)4sRAAQvs1gIiGokeTm1gCf(*{#Gr(llnzUY`!fw`@_EWKHtQ=@1=+mX-hU zxSBrcJ*j~092?Cn56{B~d*TDrzqw7ug8Fk)mL83F3oCGl5R@72jK}{j>2s>Mka2eU z!6{$2UuVeWdyHyu0lXP5F?~kGL2RQQr=$hSva4~Cp0L;{zd|xvv>Xax`S{EEaLCep z^R;h}{HWYs{QmviLAaTx{7!!9`?2tJ?9ej(u0?w?!STC?rEHTgIY-y!kqe@tCVZnd zx4ne#&Hq+K@5Z+$M~Sa|gxoG4bZlAy0BdG%>f-8bW@HCz25oQZU~CP`%$_Wyj1JDi z&YGTR21*Ug(s3vfM<3aFp!S5Y%AEGg=x!Pl->TG7)2c%1f<_TRRb{|5bZE}+wt&oe z4YDir?07mFg3RXXb(sFNm?rec*Yow5iV#6B6m_(4y-5HemC7iJ5R9?3K<5Fr_V~Vj ztryLAb>8`kXM9w2I!u0BJfNsaeO$^e3FQ2NSna1{DmI zvF4jnFfp}-?rfsIyRR3EDTCVu>K(p;0h57@|DIX|cu*4jF{{A+3cY5X58rXf&LIOe zgQhu^Lnb>~ri+}ID?YrTymO?u1a4<5y6#8<+|vi+kg`HkwMXPU4&r874Pvtm69{P3 zy%yvt|0U7ndI`4@8L^NKtFx5*=*Z(K#>g|eIwA*q*8u26yTyo4kwdX5#Z<(!u(N?@ z2%gjMCuA{M`eJ1ek%ELWn2g9Fb{SO~$28oglRN24C*@HyAO;`|r9>NYw+y&HTg0po zRllKeP8*;R2@1?8x!nUHiELaDFIaCm7!B>2?Z?l>J_KI{zXd-s$jVx{wM8npQ@*5E z8F*k+Aj$oNU~E=t>$>qo+C| zd>$HUm@jz2ksx#FB0r1+{m*fi-cZgsBEP$MDeH)%xEpW?hOM@+#bTqJ>WP6$7zJgu z6ncl!RH1;W<%T>DEuh(nQ_;Uz;uQf9I-WWv5co^EKjdPsZYH}|b7|p1STmbiKpLjv zR{}~kINhdR97Lj4T_^@f^xB0^1Jg{=K=qNN4jlGiixcM`n=l-ur5=~}!RtwwUKB$37OE}ReHX6=D*YxD|ZM?!~}&_dSyzW z7rHhGM^<;A!b5cedv!o~qc{tly!%_BfBn{o(-nEBL-a^^Z^$)7NC)*?IxOIU4|dz| zgvJE2rE(d=Qgg-4{I96PR*#C9O77B9w9SZLeH4AIlcjBJFw-TMG-h>8X-C1GU?#3w z!$V==knlHi;=HUJPACoP(8>JcrhiD2Thwm3Vl`gJ?fgk@OTZnrZdrEreA7`g5SlyT zjXN^@){VS=mzg&5F0oI@xTdYxSsDB=WG_Fp%SUt46RdMM*(V*>H9Dk^u;m0r9r#|D zv+zWbA4a(Pilbnees6Psy50G^-Z4%XwlnTX_5L$lNUsV-`MPRI!>%J?d=alw5#|Nz`weLWqxRk4+3bJ%rWBcW&f+3z*L6n<&J zO#P-2?hO$_5B&VlU*_!4%l2j+=)XR`N)EBs+0?aMPzrA%o}J;K@j#V}a*58Uy!~2_ zdR<$cC2Y7L=6bZ&9WnZ;Qu?yy-(dqu`hpZ!JlAC_#cW-7fM3zqu^VM_=Xtnz8Wk9A#?w zBZu0`dz}Z4kbAuY8RT8=KqC~0P1cqxh2)Z9$Dkc|A}aIg(1Eq+Z|<<6FxVDCDfO3} z9y0mLXs5B-nW5J9#ZT7s#I~E`h>l-mrPQj#{*S(YzA;x(#S5Yd_-|<<;sLPvmA+}t z5h!!l$+x^Zu=hU6u}skv$_buOYiQCze@|oTD~4f-2crC;GV=!M!n8@Hx+w&Ek5eMoy#x`TWh_6ior_GT(z z-U+`Tw{w#EXiJFgvFa;DNjC_X`^jK>rfy{d$nzuq;tVe1KnyPW*rdWQm8IfO|Xg#7`+6L{?EMHbqCk`hqvD4jox?h2lBiUI{O#bG42vcv+rU?J1$INdb* z(!y@fbSjp-@Act#p%B9vE_EHqR#8N^kA?(h5-S}3ooeA3sRmxnRxQ?}ZSi%zuEqNq zl{RujkYb)3EG-OY{PpL{uSs3|qw*-D-uU#{RoP-!6vb73Zw~1~p%1|i&|^HAR2YFV zIts8=%mTurO)qy-6))RK#Fvs=!J(D+B7#ZSb)gIk?GeQ!J}tLGxoTN&yCWNAv+<$R z&jOyLb?${t%ry2QE$EzQUHr2`^>A{fVWE&7VbAf`!1Ta%C@u|>U@;BZ{``6$1-F56 zZGJuUDFI7PF06s)%T5!gW)}O$W3(CWic_G*#apvUiN`f0--$FmGP!&CwecV|PCgkw zYzmZWQFFLS-x}fI?XUi?8dC zFe6_RIn2qnS!pS zu^g%?$(c*z_%gS*%r=(tsIJW(sFy=lzXBr`ZI_q$aEx{<&|?2N!r+#ddpjVpKMsRp zzSG4b-Y40ufPtQ`&m$!UZ<=gHH;DpbTRnuj@B&$Oh)nQngY*N!?P$*g(_>k)^mWRH z<=GwsdJZ6$r) zW`pBMOmR%-%il3zLK>cWUi*D<<^jVIX%_Zz&zrV--7q zdjEx|_B;^SR&#c=Y%kcZvxjlc^qVnzQpI!J6ZiUrdh>`H8&{2-;Das+0U*n5BA%2%fA4*`} z18e!Ljc$1kiOp>)GP>>ivkUC#wh{+~UVaeX`alXv4JawTsyh2xz%kmAAuNksBxnDX zLAZjvYPAx$qn$9Y;bzQl{_^|C7M*ddowN21C>yeGbTM0=0t7st8q0R4x|(n9lbxco zOImp&Nl~l8B2j`6nXBk*fIaAnx1x?8>54S#Ul)tC2@$T7n`77DXT|aa3v>GV&?Cv) zVV#ViL&sE%2=X#HZ6K@(1B&YhGKC@{O>Tl^j$7g8YACI61A0V1yxST6=tl=HX6u!g zW^}l#bqp(j0pCor?Q^c9-VBVu;YOl*>WqTY{L{NCrSXk_V%qSQgfbeEt8NG{>|Ei10;S-93{W#$$-^j%wA@hV8;#4D9x}W^<^) z?H$R~Gdg?f8OB55cEE3C&H6S@GDy%~GR}eO2XwU#P$|0}5&c5etOuvA{ox2c6(ktr zvfxs1Z2f(uOzZiyzx5RT1Cqnc`I#&PhnB8X0*VgGnI7m5N((&F&~aE`!uH##iFiMR z9(vlEMwSd<2Q-2P@%PQ9lv2koQYd9ZL+tmMjL2u(<}KTAk`d7GJikqQ+*uGly&YQm zj!OmL6w4+UG9!_}kZCZLa%M~h#Rr6;3_}Nwk-(ACKyV6tIN~Zp=)d8JV^VDLkBj{h};G{tXiq?`oQcU%R%!W%UB%q`Rh> zK$%h_QL@qVQ27wl+j?r@Lcy!2i&he0qLF>%o|VDQbW z!bO!x?i@L|lddzc78{kgIk0-6F80^?0%QdTNg$E=CI1m8ZDpx@nPQ5VyGIj}^sAf- zk3Wsj{zTdZVp8?MOuCu!hb46wY9eCu^trj-;gH1^O-Mj{m!x-n#rnH>d%Kl?B$dn* z_phR8G9cSj<1EJji9)4ZH(hk%7tM*g>}4&p<(f$PkRh;$k8w-AX?mWQnHVauFhP0? zJ41Nd*u&q;Miwx8=a`!ttIgrL^z4&~HLPI=u$$nZZP@=eupWd4^;$n_XZy@jbJYx9 zb|k&?>27AqU7c}+cThXV5pCK&DL(4~v5t-^1$-JMmgoecqKwpcz@Tq<>@HGYZ*xP0ZF%pQ_8rKh+q=Vd1 z0KXG#Ne%D?d_!wFt|?L@A8~)b%)X^a3Wa(Ii(X?EuKiGnHu!}~e!2(`0&9>XeP9w5 z4>5`N6{GZOQe*uYyQGW%94;1##+X!z#@wV>(u$a`j4M*onVV6H43CZ`;GlK1wa2j| z^}FXk8p9W6G-2RucB*GR&lCR2iMy;2(1302NbESOm}p)g%)RIu3`eNk>1J;jSS)k! zPXD~krpRltV|;5ne(rlOvR}&2{cL=HXgLi3L3vW@k@O4G$T)o=Wk;esK#sn?Nf9E* zm5uWUV-a+L{6BS;C<2NO#sx?Q^wI#Y)U_NI1d;u3YHsn^cdzpJqXfa`V3EOKj$#X~ zrP!myY$W2gAd!D^Gqt z4CgFS{bGLYNsVJ`+{rAcpGZ*{Z}q9vu98)Zs(lumbyTuPA1<6ueJ7%#6cq!D$wh2f zrMbu}(QQmZyxN>~aZQfn2G^hT_dwrOvv%*Qy5&7l!oR$As82)zP0>3Z z@00itR*E4LB!b}eieFifnJBP zM=-(zqFk<~_z>wz{l%Rytt(HRH;BSbL!2nG`uq9L7{W8P;>)LHE3ImV)6uGM)lt05 z*MJsywp3cENvJ&cDZ%mzxyp^2Ym@aAlRpjM{9U*3uWkp}gax7ydNo91~;i}q(-h| zP^}{1QFfoUNVdXwxCtTd>2i`=4#GcQ6vg&E&|@EBr;OSm_5Zo_Xyj>`5Kxwf zYfNIVr{}HqylX?0{$&16Xe}cT|CI?vuPQUD#$?^?Fns%tAKhvGku()LX)*Eg$Cpmg zv95u+Z3U|jBgOxU6+L-w7!3lz!pxB_6!zaVSyRj5fF0R?rsj5ITx#%kG0_#gxEFJ) z&@zzZR0b70hHOCCc4Bsqllpy!M?^WUskG&Su9guce$SC%`h`niCr|gYa2}guJqNN1!>b9%)%<)>Hu>w3h%3br=BhYP3H;J?7Z99w<|o(0-q zl)I3a1)HHjt^2D}2&-9LfL@?#Y*-Vi(nl+96!N3awWPF5iFBv~1{)d$2A568{_SeA28CoaxwJUykCP8HWeI$va|++p?k)R#Z0< z(F&rH#Xz58(-=FsU$ZF>N(l_v{H`Q zik0xQ4r8E#L@LMfP}^6cMOIK{)R5~lmM+MF<6*J`VcG9@z$8vo%9qRls;f9ahZ4zN znf|Jiz!SaC?2AyNJt>QrtKR7Ye*n{%rtdy(t>+8M4D#v;zu@%nY2ax59_jP| zAGChmbX!1gsxvhgtGNmXUMGi`?zA8f-okb9?Osr&VZ$TAYYt4xNJILD`MkmtW_X_- zJCq2Ic_ZEi%3`W^Z=7g?No;6)(NL;(87(J{ zP_^GdX+q&8Y*UfLtcwNN=G5i-gRViIWr<5Sp#DApee3yKuIb0kR%Dm` zyGf~;S=~FY4?Sd}d%K=@HYtS-5cSf0Hvd*x?ZaIS>haC~B!N zF_fwC1!n#L2f~nmt9?5u4nXeB#U}qu{IGf|io{K@X()@C&PS7)fKHiAU&7aZAJJlE zcA~ogk^M@TFlS-p%KbH@RM^>gpU=kIT>uqi=jOVJCt-PuCCmzm6-}1?_IiboTO-Mg zjEt6(IWDYk_I2G~x8??bpNfSxaT&^|{?UN>R=TLIOb{24;i5)+EXkyEW1<*ote`p) zc?@~%r7>F{7!^-=VsnWd%*~v8=Q^bu|9EwG5a2b{e=+>o=;yWqbR}v&u2tDzwsArp zn?|Za^&|!(lUDIiY$JK5O>6bkCYbN0> zS)qmU2XvBKe&|0SrGx+g*qM{(_^5zW8Zr(W;>g_}8mH>x>>MBaNijCy)Cq;uQHRLj zd}KkrqpD)6Bx*^@1Y+Ml7Vhfk)PH|ZP_5?-Zsq2Va5S*w`?vG?JiDaCL0C{L44u03 zM;%ecp{CJjZpCi@G8jqTFp%&?AJ4dBEt$e{%k|6KR?9}3aH0zG#TV~~IH>{_Ztk{c z+V4C>ycAc9;^#OFk^8+(lj)*1zHVq^1dVCN3m0e>=blwt-M5Q9>7W$WWtYD0Pq8`qeFv{k;e2W-h?vE`Vfs44o2XK6h7 zFoo1=Y$5j^+B*2DmP7$|WR`U;>Bido2=TvDgLdVw=gVl!#mRCh-fDpqcXDb@WtCJX zd}d)UTfuNBgKft1KzgIb@jHQ4dnRAm{}&2%#0*zz>@Pvy{8O<|tpT~smjYOwlf_1p|2ku(Lq#BKe#Pt~7vJ+aQM zx#%2&Su6Y;5bD6*z=_=1a6K7&3+;FG@l>m zOO6WGbd}e0L0vVl05AOG?J`$$V6C|w2<`s_hz32rHyFtoKlB0jyIDefx&nRU6xe(w z>m8y0CK*35M9(vYj~EVKTV(@gBgJfrh!G~o6QGHuC@#cBY;Q_{7MTFm*UE?iE~~d= zFA4J^H|8pU1l>Uf4KfS?$x*0fP&roMVe`5=`97d9{2U6C<9_oZ zaWeluK@&3z3v>Eh`hV@7ww?oC2a4ZH&92F{NE^O$7(V9kFK35@XD|fhLF!rdr{II~ zNJR-|+cwD`znSV&&Zq-g5)`FgNDqy}wFZ`fxAj=!_Fd!AI6JC;5z*-QiLr-N0CD#e zT5%^;7I8PgT7*r^54PT7djz0O^G?S!9n}b3V|Dm)(b2>SJ%}EtxEWAKqb{N3bP}S& zd@NB-O6^Y0O#@m^&7};Apje0bcThA3vbDCo>uNz$dXlN8+b04z$T>g}K`j)0V74wxl0mw7Xf#E5br z-Ix{SExeXeiE#=vN|IMY83ZM+No{*zVKfHb*-v~F(mV%;%Z|N1TB-` zEkm1dAhMGZ8hfoYo0_mVH>1YsGL46JJvsl+eaCwNP*D zAMV|ub&x+CqzM#lrL4Q6li_$xMjtyMp{lT55>&&PO~q|V_1Bi_Y-nt2-ne7E+V6ho zLE-u&A4}oibWICw$E$+$kwMiH4_aN4DsCA%cV_w{XPC<<6^1I zf$^(T-lHl{Uypv}Mm>M?P`}!qAuT=qFaZ?|MOzK)ZY`cdud;PV5Bhmv0bDu-b`?rEe)ScOtxwX}~W>06g$iBRl zA&dvCh^>pQh}|3xOUKo>_N>?|2^&F($0Ok2wfEe-ZQXMkIQTz-JXT&S&-vTpJ*k1@ zFiHdk-2W43+dKNby=JVy((sA7aCWtE<@=q!^u7~)mOk~=ar9IT%ANhq`^EnCKAaZL zvamL^+(mr|?ptMfyTqSY+^z=GA16&CvNVi7*&$DilMs$>@dQghF@jMYgKJJH-c3aF%^pne_=u1uj@ouc zfVrd}OsT&jcl&1*B*w68iMcCsfu@Z^h zP;m|Uq}FuWl9MdRPAW*$9f8+}EP^J~11m&q#yKucB(U8|#mUG>L}WwZL3BOn4sK}8 zS(FU9A*LY2Ar3-kzF720yPejQ1-t=@)!o`(5mV}ksT9q(N<1*BpdrY!T=#s$WPx3n z#o(tzIXCavoDxfs#{4EaOB#%nI8NB{K%#1K!$Q$SRq(c0!vk`T$3 z?9!qUCRM*}SRCOs!Q~P`Tl!4Iky=nh=wF#F@~}d3UiL5LjQx83dnf?-)G{@Iqabn= zTeBi8)Y%~mQOH_%{qxH2d{KTG#(Yp>I+D`xM=rwXa$l-Ld46#C2{$H=99T1VJe!d&~{ljki7} zXC(?lF>ZHrA{DNB8XMzvtC2&3HdR+%%rRoe zCBmRN{pa}w2(n;B1uZi7*MX67h9H-thvZHhNq(aCk*rLT8K%H@Iqn7%B>@Hbmmo1?AK-q~u))b4-G%I>1ct?Ykn&uU;HtPDW`Pv6e7X>ZAM zlHqA9j*3KoRNoD=rn)xrvg(-&0Vi<-13kUm^NJo!7bFIKh`el3$}(VvN{MgAj04s0 zavsdMa`V5OyK6v$vg@dYL#Ldi|Kb0igv_}5kB8)BSiAd)=bQL`k*eL4r-}V@^x!+QXMsnd*5Ia@?Y^Jr*`ri7XF$wTGDi{1{ zGv)Lp4{DOnBQ+f^()xeb!c>U|nk*L6ba}RU;Ya&i;Q3d}V1pXT0jWu7ne#)IUX~5oCEPRr?4oMfTt?w>=ovaH+T^8{r5JHRCZh6Ed0}wg z215<84ZXj2lvK2dIBuv(2R*?}8XA}ziMB*P$+n5r1lzjc=Tbu0`2sfe`Vh`MLUIW_ zJHe+3>HVXh%6XTEZ z|TcKpKG`N5KTS9=D3 zo`b+=APely*LsQjGJ{(WRbpGH9^!PvU(GrUr0D^c70=i1Wq;_WIpfp1{$pU3@hE?P z)scjB9xL#>RpWm3#CS*Pep8^zuVA?-`pYYRIT5K8@QeWevD*n!Kca{JKSXa)xtS|7v|-2%6iaRvQ_Sa% z9tJ`jcLaiLo{0LF{M^qrM|A7xz@TzaGv#!`!*l$N-^0SyTJ(zU4750|4Rc3VwiI`= zF7cFMOIDYZ`qJ~)`lO1yX+6tCb0t<)q16es)V;ISwsD-pIX6%j9x3l;w8Q{7)IB%x z*0Hf;9%4<_no$x$oOf1sTz&meU&&ERw4K2AA!_t0`}xdR#!D_rTw1;|-F3f>Q#CRX zedw!_;@)HT`MrJ-*s@_>*WiA&f}AMnzPLd$mf8?f27Vh^Uv&`~k%Q6^dEQ+J;__YD_52|c1S`zxLCYh+{8iqaIOEji=&r&{dLKbMu!5DlA z4Zxi({8jE)XtRH7RENSsM%Ax*gJdxLC`A@=zBuPl^^fZ28P-lXSUE5pmAV9i8bnSS zu%G2M*OFog%!+#)P#&A^ooeo?IZuCJov^&O*7F?)wNa%g?aD8UnL7lg+i{iASQUi@ zGdO}c^~cwJNOU{>*D^(=Q721ApE1X#ZgeKil&TT+jV{n2BzZ@Pd+QcNU`8n7pi;z1 zt=?cPijhxr{<6hV!xm~$8+TcDk41h8`F8T%A zI#w=EfFD)aA3U-c3)}*>&(LUj%n4G(0xdeS_!h30us>=^+A>w9A^BmmMEi&qFI_4BQpc7L zl={N@0OBDe#0b~`AyJsBrbUow!g-b$nu{iLuQ+>1)ypqazcdy#5ehX12SrC#g#tgf?%0H_}n;7^xmZ`m08$<|1 z_!}Xr+n48TIimG)3{c2Y-s8_wIn(sTaKH{C%+Du?Ez*GH5h~ozJ;JJkR-&O4M)Crj zgg)N;(R-^f4Om03wd#_UV*~^>M0FnGUuwxS9lx`Ed*3U3hYypfCQ705qd&KkhzQwxr32X5h*t7o>o@EYxd*)R2&5-`e-?wHO=#>k5d&G7&yuwYLdJ_^^e<8ig zT=x0n=(?dXbSFcfFn7(oiJm`6vY8kyVr0SH`9=KL_$Wc^j6uf0kQ1Nl0;RDvT@ZaC z@0;54mc6fc7=&+C_h)zF?|r}kD09=-Ldg~Ue16LF;ab&30}v!n)PVedk>-DdhG<}1 z%;`$%p#QT*)BA5-jsD-d`qV@^@=hXWHAW5$1_HVdJlS)#l*Wb^*GjIEj(!9A=eL1D zi%gW!R(s1GI%Rh^;mJ0BK8J)4WI;Z>4w=`xr#wto%#P{b3x>dt^?2)d#VQ zjszh1EnQXz{srnD2SRhvUnhS6%u1DN9hjEH&K6>ZbaP} zA}+7t_B#RQzmAgI$?W06+1Y*=qa`}&*nP%WrAoFlL#x_z(|Z5zjFHYvuGHURMR64f zuQI$QFp=YFOixapALFi!4(Cn{>t+GXVLY|v5qn3jW@OJ8J`L<{e-;lP6pJ+#<%$*a zX3%)Mt0%xtw_jzT9{CE=x3p&A^ht4uVDjsOM`sgMuM&_l~ z`4D|)c5ohtX#jBS~2h1=jAon za+SAm!jan%{@8`QsBU45-&90xwDxl=TaP>WJoZ0K2+otJpILRA2(>TImNy*g5&Zi9 zQ?tn}@d)X^y+EPCnE*`xD-YJ(a`^9L3^-$8^eClIn`VGoVLDX{`g_^vlmPb+lAK{V zy9!)HNkC$5@xb@X)|us+v?T}3J5!@yAr--m|4ZLTf_*@p^2M|&p_?RBt+hvM{`rpyT*5_1YdQ6!o zd}IQCZO#kLcksk=MG-*f>5ydwn91yS=e023lnk&$U3cv4DAYY(@=`m?rfQRnUoDfG zb7gBE_wLL#X@rc(jnNh==yXtQ3K0i86VC*f>v|&zI8()QAAtyRIG}eo9=aN;SwymB zV3kd=IOA-he-t+4WLe1A7lO63>oO`;g(KHwdqsws^R9aHg#Q7P^A#01kVcyMj&OE} zJG=vtDB3FdJEUZ0IEWZe?+77SPz^%Jc*t3lzoWK$Dyo{3hf7|N zJ3S2Hi06($3{we6A+w5EBWj0nBqSw%WAhI>ZF`~$$8PAWvUZZt;l~orx%{UUh~Fc{ z%@?R?*L)P36*&N=)IEAaj$l2e6IM0^Ui8g7Wo*yh!i`lcZwC7q8PrP9?#Gmd^9iGJ z7eN;TsJ5GA48l#_|6`;g_rhDBc+$4LNXQyinOnx;Pi-9wF{~pbVIx#JLu-d&fwT8ayg)fW4PiU{|6^l%OJr1?xf=a z+DK=c^V~S9?8Ud_o>n|{@O1uzF}>PyLk116g|!OW>Z*JBxr?H=1iy%shP}8E=gSlc zg!%QUS||oGIpt8|S(H$Gq*=2K)O>lbu{UG%9_WDADT4>6?G#rPr89=r4UBPg$+pIp z#kGFgyEd>Bf~GJhefWi1Ju8c17<-oT}lb5RGPmwm>WGfSH>M zXs@_*J0V0sn3ea^d*wI!3G{6K6G{y5`6T;eP#gHvAVV0#5652jKr@hx(S6lZ_h(1C zwV#TMHxYsLB+e7Oj?JJg35uh--Ri_pf-HYEeTuhIaz~8?%U+{Qm-?1F!*-T7Dx~LG zZDaojIz^{d?7+dKduJ>f@LT3eCWdKJ*nD1C@S>h<^^1(l)6e;qu%%4g;{V+ZBum4= zCMy5Wmwy@*vPl^&^gmDX27aG=1r?uet z@f4^KbK4RoMCDfK)P&+ulw1F-$5g3ZR#umE``S22Z|f+s z06E6lYR}=oMovuG~6RI*nzD z7J6=C>|aWYzq%<`e;Lj9Edh&|tQ~vOtcefbJoi5a+s0pQ?m3rX+%mK+HF)=ZX&(TQ z_)AqQ#&Xa?=nF5WUo2Yn5Be?CB>t`$8~y=IFxBt7eCI%{^@-8BMr@Pt=*|^%gA*?3 zEYeU}paA0qKB>r7<4R$#*y@V_YQoK1r7AblqT6phJpF)NHM^qS1P}@%H5eA$0)pha ziz1>y1S-dQ-SS~mmx_Lz9v7wXh=i#`vzm%_n%bR+fM2V1nE+RmU%_lP)v2{{ru}sM z+4-?pNtACYndI(yhb)d&x`7+o$gnJ>qaMNXKp_uApVh#|$2UwRbTQN9C;lDb!{k^S z3qK-I*iMAu9Y5^Ew1{TxCZ!~dti@%)o9VDilOxb#S5z#2UdyS z1)4iu**g36gk{J3-Jin|_L&jyH5s!a`pCeLbpdI!wySV9a+008Mk^Pcn&nQwK~P`* zf2zaWewvnpB>K?mcAFWvZkT^UxHfET526NL36eYY_N_XM@tGCa%QDzViIxKy`EZKG z3sV-8+*Z|kOhmQj93=0iCkxIu-raPn11YKeQ_d!p`|pJE~3x*31BuIUK&fgGCJ z?%I>8)s@tP|CU?9*P3minX~KPccryhKtFt@Q@MA&aws+7QmxGp#wa!U%u z8Ev7?NIV?i_$}2&l>BJr+~$s>s;sRC&3V00y^?TzV!&zHPG5AHmtmE26SvU9A%2Q; z+^4iDv?!E6;LFK}d?WaD?sIwtfsi^6eNf^{AHC(=NbuRn|9N?ZoexM_xtW@euk(VX zPYt9i4lT#oY}=1s&hGZMH=_jm={-;5h4Ga_FCGl0Zf5FBX~Y9GgNDvXkK7>+1u&0t zuoEfs_FQ+lORp&S9=h%OA~gEfk25sRG`4d?Zv4AG{GP|-*CV?)w@fyAE`OX+0H2~s zwi=#X8Pjfb++-mB#+$z==)J4N{uvfJsLig3i>sT@qd*i1Y4Y3x8W;;pI*QkS7gtQo zO#i#GQs1!O;6(PD(ZKejIxI96jcRAJ3}8qQ>o{!|OlTovvW%7vQ6m#cA3iJm>1H7# zSE0|9F?g0r@#H+2glA&`>f-v!(_3mpnJ@$B7(J*8CC_^ zsnGwfic^u+?8o9qkQ$7QwbNPl3&hmV&CMs>Sb6a9q}=A?K4qX{A=lgYx}Vwmw2YzP3d_1Y}p z%D~S;`>w9xZN~*ik?N?O%}C;|QO8%c$O?9!R|iD5~D8sP0w1f#yNlBqRNd zF;`3ccKJr-c@lP84b{~Ctv`T%D*Qh#2vu2qYR|&jILeh1j!(9{3fw}SZh2ivMI{zN zL8xX1jVP!kq!Pjc)N36$E4sCgjs^!lVv<=Uw{Q|k!PtJo7J2F#RDyTe}4`41+5&d0$xPl8adai!U5Yn!(yWQhxDkKQouw;8~hvk0bq?mlxY zv}yf*jNZT(Rt0!l6Y^Jrm#H$h>uppW2Y#%})v-pZSOHy)vLY_h#M_O?fpRyVS0dOS z$I=}&OB*RX-}Q5w$LO73&3*)Zfz=@sE0DegJy^fzJ9r8-1vpNbvjEiYF4aoGb6NY( z>7*fKc(HJF@=OUMHX?wqf3@E1_F$l3)Rl_l(6{~22#RrQ^R+=165Q|N-8N|bP(4V# z5-NzCMgefX`9Jb5dz{lMdycFAR-QL-jEE9hLkNh)(lP^3#;EV#EoVh+^sXzLN^Ti? zO=c%0pCQ`+ep%K&o@=n9)(Qdy!DbpO><}buVejIplww%7jh+BjWq{^7BJU?WU2k1l z18I=CNC6>N9KY(u?jC(*M?5ytr8b+}Q2(Qnc%u&YXvXQ>EAVu=YW2TwVS5?vsu{46 zyc@l|T3dQ&y{NM76Q@Le-Kqbf?^RcLWAF{F~3&C6~&N>N%(JMX)8o))xkxqj}8>-aKJP4A- zsJqHubua^wo^ighRkKc5eQeIdWd!^(#$y=2FKK-LTDp(hN|V{c+tKAQ3-bd{%ye0nmvbs;V>Y0OD8 zr79=?cwvVO!Pt`7$`)n3I5et|^kI)!f&E2i$u~!HutSxFmGev$HNJF@w7~Zo-_NI7p z6^1Q`tEc(u=!FO~MKrziLi-6>&m>9&a0C(zq^&5({*4WNJ$eL03n}b zW9l=9wq&fgWo!O2-bE*cCQ02#L&AC+G9aXoH1u ztTH@)`MCii6H{|GzOmy%1GI4wLAr7KXmw;M(6=Y-{8Xyap%7|4L)x2K+A98Rvv7vW zAzVGIr+vN-s&vYVz^qMBMfUy>U?ZW-h&wlQ0G#m?)m6ryBDtMpT|J7l&Ppi!`_Aw; zQMErSebcwhAt+H!H25)gGI3*d-#qqP72tfKvh4>KZ{) znM@?iJ7%QMX+obPz%Le}vEjCt#S+vUxM5)i2vJNc%AppAv%)M!FOU+QulZb6C3CF9 z0j{%ZQoExc2_hl#1Mh+v6^k6|3UYmoR2S+#lvboe#V9&B>T#4<*;liN4AD|m7!g&E zlG-z2f6brW@=Ll{?gIT4@VB!&s*YK-!J9}<<;?5IDQ(xiVw<@77~W--Ez1Z`;?_C# zPm+LyE9))?s*kMHxWwtWO7_F)=w5aCW4=bkiGx@?f!IOVXFz=9to4K_w5t3cK~)tO zcs>UMHaHFT96cM^9uwd@FU&@I&P(>$w*?Gc^heMPNlKun&ZQm(KuEQ)$egL6ishHO z7+E`^AVKZNnd^SVfZ)8$bYV^&VbP@6AZSyjC=>lXH!7qAcCI@Lswxw`x|7HeN7p}7 z#r({xO2CnnOt6au}=kNP9p#Lw}+0An^)wJ^3RztOthFF{wn=#TGf{S~t`nmxAKu4@*!9sFq zmPh9Ue8<@url!J?M=ozD9PHaH-jC;?7i1z-YXTi}j4M>t+?}i`S{w>81UVqbKX89N7P0qEz8;*P4isKgwfOHku&VKRNjkR;Ue2A$m9+`qC01JUhPBupnnaU5bgD_^sQq&iMwP5q z%xS}WII;z+(ay0kuzMVYPQ$0AN`+B1U@>OtMn+wdKQyj!+rdazuHH#*WX@!_LRI^V3` zR;P+o_GQkIW`)-fE&q7TFyyc@UjgER(1;Km!%Gbdo8%;_=75_5cr6f?X8Bv|B1T{U%pSWoV-bg&>mA5n(9RHW5tCHYk0TbAr9U zdoFC(?MP2(=J~GYC~o)T-RRz$7Lc1(9Dib$0Ih!uCdz86Acsv^Lkn*MI-S^uvxQ>I z>~rJz^AC`)pArP*e$~pg*aEU_7>!Y+i7gY7H#(>b;$g7SH-)+bt20+dQ63s{{5dd`%Xsp3(1k!Zz`&U3`?F}@(hR@%|9406U;5+O&I^2*<6UBCoe}O zqKad5=^L5C1&qidLI7mXi7N5UMhdgiiahL_*_}7LY%w_bxkpBfwoxZTSoZB&611He z;v6L;gRNoICe9^JJ^UTf>^}tPennferC;K3dVr@Du^Q$ z-AkLsYjVTR{aWr_9jKA$yrp8oaS8ozb*+(KcCJvESoGGI3xEYMy#@i*F%GA&cton3 ziDUuU9}Jy)SDkc3S5FIvpZ!7q27aM&6GR92Ov&-CRxtm~o)BCND0Z6|O7O|Nsgrtw zbaW)K_4+Z#_r;~N?bENeDM+&4P)?z2t~L{c)6--WrXmC-C)CgNJ|tMzYbA=liTkQM zw5XRjq8Y_0>iC3m$WLhipEW^YW`|@iDrje2 z>yhxn>JL%}_Jf}mc{l+{ZTztuJi>bHi|$SQ+47Aw8q#hkp&gI}n36bgEgyaDH|Q;U z-pxOcE>Q#)37GZ2G$lsP|KoXRNdJfN*7I*$t=g%4cKgl*f zl3;ruS#{^?A)ZV;`3j7do+@OMGNOuwB*uja+8u+ZlE&cNKsNtgtQqI0^*yg{ zvD|I()Jm@;PSbnBA`_B&#fhWb7aPPY{Db_Da&k*)YOD{+55PhAPJ~--oSJDH*d`hlez7#8i;vaG-)f**H*65Neu)s5Q#};JW&fn z35u=Ai4YUA!1aR9*Dm+mKoBcEW_x)@*U!L%Rxn1nG;_-8###1Bz`e0he(4_Q+Me?X zPX%LN2Q6~f`-@xECdrj$&6$`GSF@o92qv*Pn6&!6*EWshe2~HUDes?_K=)VZilen4+j#Eu<9Xq=c+&&mo^dD z+$RJA7B09Y#yy)tjgQL#?`U?G&=_dQvcjrbG*0BC;c(&w_E}z(;TA4vk?rDqp;O^h zEBX>B$T;)-selCUFjk`--M+z+tJ`6v>WmNUJ@#U1T~ZQae8=^aMkR1^d%a`T_q}Ju zqH;n-9x=jh_Ij{J%U;@FLF_Av)0Nee+E^%9W2I7rMK)R>2)uJpoW4mcr#((fAkm~S zY3`lM%d7>z^fo${#Im69b%E&ZqaQp?LFUV3d)085xd0v@wiyd=mkQQXx7oj4{swP# z)@Gsz2FItm^XKtZW$f4O-pFR!O>w)VH*Gu%IK(65%2eXAG&R4yDyGKIH@8ew{cf`8 zF)0^&=KYgJPXQPdwF#L>E)+awsy@#VFM(nVc}$nM$Klw~W2fh}izk z3}ZiK*s*>J51RB+Tr#1Qke$~om)lqv(Y4eK!UX^?`dES+0f`NXVRA#YMcT8yo9p9t zrFVp@BND?jsa{<$Md-_126mOtOx@6#ZR=X=_4})I*(}2{2T zr7NlLy=k-?g zC-x}pCfo99vF0o4&dkYw>|yq)Q?4&l)LaS!DBB+&W?>m&bp@^NUe>?O?y zeeZ|ob`|rpD?X4ByWn)WbF=aX2l^|c zUl=wz5|R((Xw5!JdjRDOact)9ot_e0W(uJ4ZVqmuZ0szV`F()BUtTE>4YqeXOevEl z_$mXW8FoBdqE-ZkHMdEI;;9Jd63{x4kMo!Fv{EUGF1> z3{M~N0f`IOckJLcM4kEGOid;jV1Witr<>WkVb(xP5I-StZGvVf60pY^~XfD2nO5n(f9byg%#E5MXm3h-O<$%lJsjc_L0vJ4`Q!1PAA;D5Q#v_O^i zW|_#`Mww|Rz|hTvW*nGbWn(VI5N99_oE-FBghn-@F_KdzFG9=A+S9mPcp-i~;YNnv?;z;X`sJJ{5H^H{4^^_pY8-6#ym-%N>;u z+b>~70OdI|+Aj;?g3}BP<7(et7k{iiSlu>s%{kDsPwH zPdXap9?2kCLo-hR$Mg}oTtF~Jk0(i*dfS8hjgGZpo0hLMsMl_b=Fg2St7`m)8_Q-Y zCzC!co__Dlh#_sRhkR_gv?y82oaXYgszIF(CucfV7jKL#wTKr|yGr>Y{YU@9BlNY> zm$Od34;T2!$Bc6Z8^(cC4>Iq%Zh^5o7R#ZC2I$b3M`A;PM??D%C4gxB#g;DhIb{#9 zpl$FV<-_P2&eGBizUbT?+*e;Oz07u4xMAkXxOX8>i$B#j#*@TtBBN}m5Y7EW!lhU# zs=4BxQh1F3W75hzs);f1S8noD#7PpDBqvJ;qckirsDP9(?i9??jvf*^`D{7#X_+6l z`CIP)rH;0V(y-7VY)q+lV*mE=8U8nG9i__J|MSg5Zr*-zO}GxnEkPESXy^S?Hp6t! zb3on}Ai^z4VgjUCNtY_L@4N0H!s`hnrIPibK;BHDxHH^`afnCm7!;*9B-ccL7k16sC2hzy+9!+L2UX)hiNpJaZwl2rDT^golA#?%g@hd!h`P)`u!n#YUCP|la$ zsc)SB-6XDLpG>FN+VuJD{7cZ8{iw#mUV@tJ>UZyja_4qZVufU1Tbyr@{pnv1zQ^}` zCmyVZILJ|ydm-d@`UM(cZ$a!-0M8+){Jqk3k;R=jIrQ%TBiz&bah%feAE8f6q}1H*7xS9CL7xt z*Bttmw~A_32tjom3;w}Ot=HLdtH4 ze8=X(R~-?I?D>X9P7<8e2ii8j^XYeG^+0! z@m;a$#X%Xd&z1u@5P_uwS%+UuRC?z08Ii{_7kIc#wt!x|YFqpE^AX+r6Tk4CCq}3T zM=&0d&`wNM{?cM@WO9d7XmFD9+Lq zx^2ueyw^MM%$S7$@ca#!R&L~-%`V+tYC`AqoW)0u}@ z`qW4lh90(dQ0Xw$TQN9`k+BVNl2w_Z96))gFLaaQ=WV6PrxhJjLE*W|;7EFG6jAp)>93B^tb$ffk&N6;L8O*z6UxM;>epk&{hfr`GK&p@}@F zc1_Q^B|XD_*{d;BUf(-PnP|07sNQa&V=9;ff`J&zRzP+3TGU2E$MNS5zg7TUJgOpYw`<(v_c~m-_~nwO`r)uPR_m732c` z1;WVwzvN6q`(GIe?H`GQ;eKvhawx2*Ou7^O)E|Ab&Q2ipUvh@29TU8fKr}D8W%%QJ za;wmA$f%)RwJF>ei7@+h&&jXD*XdDu7$i;;>%`ZtBd5eDsXF2WT{?XDJC4RoN6wxO z05Rbsfi)^~?}386-C)PIF|}8l9>POOU~Xz^SL2`lpD*;)?A*Bw8R`G_UNSJKij0LgN13#2vLgI8`Wj~rD@RRgjcHoRpN0^<^)*I z{2M$Asl71VW>kYhw((#@u?IzuF0@!219&4QK_EA98bEP*pjZFr*uRj+aLeeYHpeGZ1-3m*GPK7E7;}f&|sUjgo*<3 z7EZqQ#p_3TTw)iuOPU1on+AB+d0Zt6wG`lG&QM4+&_@BEGghD|22e!*YGFoWsVb^q zqmCO4m@-ww--dnvqQuYQ?C&zQ7Rh80z!%L^V)V@|HddSBr)bS)`a4MEVUH|*qdV9R z`$%)wAE9CMUYU{EWrrKyK{6n0ZLRy`o|jf`H`RrUd(-=hcj0x9z=PYmHb}}&V%*{| zEzndVlq)V+(!nVDViz|(h^RAksULvhx)=)QqH9rD`^bGomx=QjsXTF&$ zzs7j%;xuilla2eJgs-QdgWH`(O~w#AuVb;IxD%}nZswF9fVd{zXK)Ex4zrWI46>QT z+ZFmpJQt&eDmv7I1;3^*$?@iOLL+J1&*x8=rl-AGbj{qVdoaMqdGr2z_YP3qGyHme zC4S-h6!cX%pZy70*jaA9*f5*6ac*7WM&ry4D{2I3CI!mu3W|y{kHGqR9(G^2?K@-Gyn5+h19FO@0pG0ZV`^`16r12XBj3rXs zB3!C29At~uvu#k|GlZe}a-|tbe@;uehcsV{0fyRssZ#vPmc{lQE|n?kd1ili44LZ2 z6qigP`zmXe+qP9mq25IpGr=M?_5(9Xv8%ZlUFi9f%Cbe&&q6LQZ4SsZn*(i$pidT$J8`GI3#w|Ytm$f|)AT#-wa*Z{ zF_)K?AdCFl!^|?=LbVZ~v}M+lEIjF>+d5pZDGZJm6MB9O)Q85S`JnSjwJ{FO1sdO zovl&4gM&n^MMtg@e`Q__b(Y0}z^XMPdC$&l%M&ObmD8qwKm)PgDR|CT1fN-H;BolBA%{78h4uN|h#Asr% zElloc;mB|>qG169580yWulj_^?wCe@C

hRk)SU!Yhzk4v%GVB14s2fqMoz z!sB|^w2BbuCTYZL^eEWAikDS#^yUnxy1jlv^7sMG`0C^zn1iL{2G@tzxfV>Y0{b5M zMN9lC59=ahfsf4iSFq@iDuK`2`|XmRK*SvRKaX@Oaxm~OP&RhP)cmUd@K>ar|KmTM zsGlY&goC5fqsS!A6fL@B$dPxqT@lS#P{Oou#7iU>U2?_#=+U72j5`#Ul|G9g0l8!B z^3@Rl+B{so6J^L*NF~$e#)p?h90!aT!-Gk6>c@wj?)fxQI)}C7%@aoc(4}yAgvX*0 z%{qp^3M;JX@EW&)1aX9nY0wfe6;$%dtUNK)`TD6wQH zO(hG{HBOT@@9N2ulI`VY65@el2V{u6Y0eIBH13u*SW*2Gh); zusMiL1f`T??7CdqCc6`tI;qN*P3tDQXLX~QUoyrd=bCD=X`sI7{%s{zA*s>?k1#Q6 z41qoq_FpqLCBu;4YSj_yoo1?Pv!%>L8n<5A04WURgM9(^%CjhE^v^Ep5*cv6Zn>2x zM&j~M^zNI5Xoxm|wZKC=A`EgOX#|e~5Xu8&ejJ1uQI_OG~3>qHE}ldMEMV=`j;b#-p*G&OyY7fu&pLVMC(VWx`?|Kz%)OpR7 zBx~iu2pMnMq@a5_vkgLz)=C~w7WM02bxRy}7f?}|$(c*8iS`Q!9~Dhhs#=x?(C7GN1^kLZH}mR#Whs1tW+D*KbKgbCbT=u29qn2SM#$HS!*mFI;FjOO#Cu zn?3hy#E=v8!gLiK{j_xAQ#(y<&!9BKDAHV%Ac#f1;du;L=*4P+f4p!G%pUiL(A1~Bty>CoV82-x)G#6$sZW#)X!C<7*`k!*6)!)HsI^}JR5Km}mL*FhKO;=1Ol zJ;4`HbhLJKVA)p{Ti-(XX(4AbNNcn9T9|JYRk@6>tJlko&oESE3gb8ODi>446R1VlQAKoK!8PkiEqa|BC1cq_?F+Sz z1^IL2kA^SW4K2Gz+DnT!E$2#C#*HjMi;Ba(LA&$N@e6D&R`*egMX}#^^J%F*+}LUw zgjd~+m4S@D%;*5Mw%Hzt=>S5}B0K50B=8Anpv zOOlr2Xx;a=@F{WJP(lR6XZe`%jkA9erO@Vip0e`BCd;CQp^Xv9a{YwxkC+ai7vF;j z;S|{K)1MQsA1@>E%Fx2s3Siw-BGNz7Ltr1n6J7JLc>4ayX0PU~t7^*Hih)dH^I?4g z5IpQwiIE-%>WGd0>SuZ}1f|Xlt!MNlGMxuxuaCBfa>!gaue+kPtHX?S-zR!6J}+qC z5x<1XAjEr%{T2C=c0xQ`6(0gHRwEG9d5`0sI~dU;{))O)z*|)oBTd>?`#PbspJ%rP zYOyba(lYvRi7r&_5jck~+im&*NrFa(R~g-cVT&;^*L&4wA(FtnenJ)h*~dPzazQag zLsayXgg?JS{-h@_xDdWssVkswDPQjn=jjW5dWG)TP~XzeQGe;YEDCss^3PN5C3;=!I%Y zvQ%iYguRtlkJY5{X!7lmvAe z-Fq4L z8Q3f5GI5vg+xLzn!%oaj$P^CMQyMuH4ev17pzZ2U|=VIsXBEGK?&0 z^)xhLDh!^s1Gn=f)-Lv^1S#+wYS+mm2h6x-$t1Cu9rAAM7$99j4h2n~I*%Qry37 zXJ?m#6Ni?~`~a`GV}DL~VXR$-Eh_D4<@gCAL-}iGZQiO(;D!Dgg8wEN943aA} zVqC(N1FcwX$@@KB_M3(Bxon3J>6#?$7awMAn!-CaodDL;XOBqs8hs&t*xr$s8#jyY zMfe`w1y?97-HzYHvg1h#55!Eyl=oMKO*V`C<>ZpO{`NFhD7QN9piU~txBB{CTd!X) z*V5N2gVHx@qsI(~Uc5+K7G6o6LhasM07+sA@rihr(pMZs!f1FuO?Gdd(OzHgtBOTq zPNw%eAb@(~-~{zbAm3;%t{^gZ04$fM+{<400pzatm4}?Lq`s@}lVkLTC{58m&sU9> zzU*^pVd|g2y<~SyFoBKE$?+QIPFW_s8COZKEUdjO*eIU0cu0ep`Dwp3HQ^^QV(yy) z3pZWeT7G}=R=TDv#MfAY%^kqv@?br8mW20_ARr`JZFc@=b~Fvf7;gSo)on6CUV2P0 zF{y{1OtZr(&(h|TF09-^LtjxrGY)f0kRji_2?|#y$VBSlRMNS$S&q86z(#*tVY3Wi zgB_sKlZ$1?kURF6N>V&VsT(`_mN?cMbj@G6`7Wx0qi`(e$vhYGFfh9iGNTLp22=CB z4}bw~is86wXJi=2r_0BeTh6;-o1N$MY6)jbbf)y&U^eavO7A7OjtOjx3P=HO{9ZeL zuL$;plAkY~SNZkT6xwmlxA1W7ktfK?rh~ReOCjiH&Vk}pp&-vx&l{z20 zd!c>QiTMRqR9N$*ioEdakYE~qJM8gYV{yhateGoqF$=hPu1zm()4sv6B&Zm=rsTx@OJSF{@Z@=IKCn?{dr`W1y=l8e z5InyboYmGt_`W?y*m4a05k&;Xe=c1b{}kBHIgsMuxJ06r-Uvnk;{L^$ppKECuEoP> zT%qqU4orZ4HtHjd1f5)uhFZoFAK?BH`+{~~nWhJ)-kubnuaJvVHKbe_8op#+gFhDA z2P$1_l!Xy0wl%ijCm4z z264A`3*Z}|S9R392~(=h8p?&#`cF^T(;*`;$9acQ$r&L{I&2ES>&O^F zOth#_C;kl16b?rs~nOS@MS2_$erv`4y0OI#*n{Eu22Zq1kE^W!E>7P z{uPt8X0C4D6E*%b&{!wX{_x!h6m@B)P6sce*VE5cuH!4*`|Bv)m`7D$1tmRy!>E&wF2aH< zJq@R>zbN!`!4bvVbR#faWgL7-wZPb_ox7^5A~v@3^#Z>yU9#G_4Y&ed`F>*mUF;-)^uq&n{XnDB zET63f#b5a>&z>{2L7Za;EKS#qBHqau?_K(7^3HuW;YQ`DC{fmB1s8 zp2*`jmNuH9SCQKh5SGB!>C53PqCZ1_mmhNfD2xWt2y+-SUyip7XRlX1t17ls4kt`WKh#uDECXhm z*q2A_Q#p2eionKc0s&D$W;v76Qgsw1B$~HrNb&}iO{k~Y48;D z2iG0Cv97X-A}<}1-=?j_<*Tvh6#y%oCb{1vjKo>|BI&skU-`jx4B6ApbCHd2JLQly z4tEUAxz^`(JaIj@)K-7jg-4lCbkuW z7uu*P6VduxtI5)N(}sAbp5}c5h+cMI8=aX(-9Y!5w^q5)st^g(#$n9hhyVw>wr8tD zRt5tQT!miu&-A$&NVh98v#oQ(Ri|E+k36+%!1Twg>GF;S!N#)jEEn{0nDUKmYuonf zFv9)NtGac}B3O#ufEFm#bt~I&CX+p4bGuv0ez>H=D`j>sXIhD5aD?Sh@%dke6G_Zm zs-j$@FKh@U0W}Qqlej=m;UdtU1SN0L`EwC#hpWE4Y%(WAR>ED@Z zfb~;s`3sn^NH23QyoMNGJgG_G`` z{3?O8gFX`Ip2)Hs@<>F%fH3F3B2u`c$jJghPv73*jB+{f@lT>+A~^ISaKE8f+BU;net*PD2YLD#0AI_ z(435b0(xW-SU)#LCTEeJH)PUiY@>XHQ zZ(kYM`D#eJyIDyvb{(O+gWb!a(;FTr{%gx79aCp`Y~EhdMjuU>o9*nk>5e==D3d zba2-)tI>%LRK>9vp4dsF5HuqUx;4ng%e39}`FU*GJts)fdtNy=Ob$d06pa;9(Cvf* zBQNksa8k87oUm=dt?keb2FZJ20M#OP!sabO4z&@ zlX2#S0<__qhd%U$^F;nVS89iI)b(OBxy4rD4#qS)`1%P#Wf$7tGsqwcJ_8y!8V$T1 zsdD!CBnX;SKheDl{^M}XNNq(>ua{u{_6l#`G6+*b>#X^K5z2H_t zL%nD#A+S|#8XD&23^I(&ndVTKg=9x2rzgz;PCJA->I&ELL3f$m~xF5;dKu6 z&n~dzN7hGg52}BH0NG8-jcB)sP-{@5bDertXg5s9Vp})C-YF*7pTb{X9G-_Lo-I~d z%8-cOkYav{b^?a#`F9qdp*3J@Y6ILmq(m5oV21P5-^83k0%^QsiNPx6ZIDO+9 z`C;$*XLz|Njso5m z^+`Z@Jxtnxh!ks5CMIh zMn)_^t$`sHKz7<3{10T?Q>o;oyKZ<~?%X6dkb6Dcqz_y^y*^v;ve>4Gmesvo^NBq! zk45~mr{%fTK|2uHxoqPPizUb{A48VPUP>;l9WD!K(@9(2MiC~ex5{~b5k-8S5s#0D zXjH7yz?pJUN;6UMW4^|uOi}SY*sM(my9Kf{i-B*k5F1xPioJ$7(fJ+v{4o*Y2D#R_ zth@+l<_^GrXy8wX#|ql4algUsDe*A=W0@opnxca+GyHcw$)OAupiG2;JeX-GtDXnS zWiwpYeMk!pH(X+D7;|`*z@_`K>y99)YcX%p*sX!$=|Q*q=7DgQTdS}8jbaKbCMm|; z(zZj#BuSi3n?OmH?jJw>m%L1MbNPrVN&{s{by<)0riPzZXaq{WKy(aMsL_V5gEq#h zkxK>Kr!h~L)has`aCNTO+-c=3P14cL5HR|y6SH}9wPmA{i+**&kNWQsl zax@m=9Wo>wT0^-pN{-NI0p3T5GE!99C`RJX9i@d{Bj^mTDFkonmHVt z6<=Wb(^P0Ab2c$enbHZN8Hs;;enq4cLGzxISgZqE^>DS8fQ081ewVy9zs`T0js8*J zJF;GVkayrU?GT~cz113>dlrjsx9XZWXAuAHp=*M-Laz&Oa$=nld;8Kr@ytbz_-TILeC82{O-$mDT&swH=w#Oqwdr{vrjD*1k+G<@s!Zm z{>k8oUXgtiE)It*>RB8DG{)cAHB7WQ6gYZP2?&$kg;zBeQ!{8-fq%Uc zCi3w$QGhm3GR*(f{Cijoa!P25G|*LyL!2Hk0na6GRUIuX33!2F7j6)u`21nBN`eBku2%F0+*UK#e z^m(?1vA5TjpZXn)8VS$Ji4vkcCz;F1tvf${5{eSb#+MrDsCI4C|Sj@0z z00d9P*I%=gi;eRT-3#yg79##lTWmwTRT<#y;xe zNj~sLJ*R+Ow_6>bZ1@V_$9h$Yag+qrQFc$ z{pkWV=yBVjYo?o>aNaSvf6~1)6Htg7Qge`FLECI5_;YKkdU9ms|1st2>O{aRh@5GQ zxIdNd-na$$@*25$354YjSPt!&$yJ8}3o-8t3uND8^5ZX47BISu*K6I^C{&a8kGNiF2AI9oZ9%(P zp`4Se?92Jy5JV_9OzC9L^CT|D4BFGIJBm>lWHl@?bKl@b%Ne?F&6A|2ra*OS zdMb_)^PI;I`MW_pr0n z32ODfU>Tbqy#BA0mnZ=X2h91O*)Cp~`X3!2I}ne96oucTC`z=hzp4qJP7<)&cZPCqUbz z2r;NgQZQ0O7Z#`PlV%QRk{7&mC^h7a@LHXOYO;Z3SD=_H>NdRjHcGE-B zazJu7vL?gfw*Iy;t?n~enp)||Shm7qSQsp1l$KCK>qmOQ=Bp3#GGwa*jTO~%aocHf zGd)*d0Uv+e_%25Ec$myUgv=3y}r7nD(tdsJCE8dDvZ=SW;^#ttQ#9XkdTH} zY`|YpVHZIdCf`)kpCkwLq#L+4(t_@aCA_IzEWcO*Qga2*^8Ag=pXfo65{pbSqlc8~ zrebp?BuE493-6nm52qEOWZoZTAwgVi8UC6yp4B)GRVx9_!DYS1+7rO9o%Z~o6-_km zlu+Cqy34wAil?ESF7}pu|D<63tL3DmrZg=Rs74D+1nL&4s~lrOk}iN*$^F#zNZ%K( z-y|_BiPJR?lU_3C7CJNsPIqi%aTdrgUSN(n;dpl9hrW7ST-QtHqNX2sb)>CEqpVp! zl-#mPUnrJ*-nJV1s1Z<5X&To5TV&cFsDuCShnn;cLZokmqcipHhakjn{2ZLJsd^ev zbWAf`KX7Cgcry6guO)7POPWtX0RB>tH6u@==t(Cmplx%6SDnodC-udF=kB7`uB;>d z_os}kaD~ZY*+xOWuFtXs&kIsgm*17_*1<@ia0vF7f5{BB76gE`y2d7DriveV#FL}< z;pD?P^jNr>yS-$4$}KSQ)$F1U9u6Sg|J4@oK|#F+&uT-|!sZV}1PH0w=0D?dmC35m zDx0u@$WQ?P4i?D$2x6r@hMK-+Cb&T)Bt~0%VqG{8d0X5H^)C$IgaiDtil`mw=8_Q>&~(K=+WG&8I>+`*fM#3Awr$(CZQHi}#I`w^SQFdU z#I|i)XWosozx5C3tGcRst#udud4P(WRN(Kp;k&P8Km>V%=ek$^r#TmBl}vmV-o`g4 z5A_eE#vOHARgIX0y2EEFDq;x0VgC!t-mxsJKI~Y^)P?~Vt6NUyD0SuyJ$rS1_um~_`D;6i&TClL?R9I`Xv%KBwMbmpxRZu zV3&&Y2EQwMJ3*@b*6h)~UI@1-`Ob>hcNal|3vFk?d5l$*d)xgrg(W7;^2-y2$$dcu ztOzfbgsJLiy;fffB%VaY)z+rB-VWX1YlbBGT$^xn=1pRXJTl;ZE0XyL6b{*7+--@!70QlkCMkeyux0XImFYqn=70d9~` zOaJy~YaFURFQ`bIRK|El%pouqzID*l!@j%VvgJSO^i^+EIq1QM*7-QlU2d_wC2XX@ z=!4#^Nu62YI?2n-7^>{15HRIN+nN!81g-{lZbUoYTj~8Ow+eJcyv!lQDdOMU8G8-NRdcpTn+uI^@ zf!lfE7$O$Fl}D*wpXa?$9gd*rSkJt%Ew&h_J>UX;zu}uc#*01sY@S=ej_Ys%iK}>o zdZYQt+f#{;9gBoX+gD+RecF1@IZ9CqDODq|iV@%;8+WG^;y4R)tNv;2$O!5lljR3w z;0bT0sXnNNOYvDd?4mO8xUP*364=RJ4e3`<%z_NU60ks818RFt(4lNhFF_t2{;toQ z`K*3||EG-p&&e@G2^I{P`@dsFSlQVB2Ye*^AMnvX;mvDPVkfew%8fj(5v<)Dn*4^S zLynM<9S??)Y&aS3IKzK|k65T#uPhL|#aP(?StfEIBi`PgFZVNwGnr*zbn4cwY|=({g@*j&FIU3NPL=2{H9056V+G7BcWHKLH zP5*zon(|xR8wdM~j}mr-=>u~@&`%B@t1bH_LsJil;5x!MpF~xX zpY#_YdXMtDERt)5Yu%~u6ZrC{z~6PsyfaYrF4bSw`tX@bvxSE?f1|$NuD6tV;O5L1 z?OU)E<7o}k$ZK4fzx{iF`wsSvuKV7Tunc?BD;sG_TED!X21Cr(Wo zoYgAS97xON))(0DMHJI%IFkCUNVpZwxq%#QSOxD#B7-|>GB)akTgC@%(x@ZBMW6*U z*Oh7W(Us9ZYH=$7T^LVi_`hOU#MC&q3!yNa)&^y+AD8Ka7fB+dKkt)lS9;{pigKE)b>Ud9H zZ;kUqWawWlEcL}|&CHbYBekzrnYab|TOp;r{?-eB19p~MW?I5mi-382%sk!HGE;J` zlOoMRahc2RB)JQ`!R7%SIx9<+jI@E<9yI8G^&iM|Q%+18Gjt?n?D79mqo!QFRFct> zG~7qAmj*VOp=!O;5g`PxKin4rG9#QPLll*?Ky)}EK|Y@NVo3--J8Dn(5PfR(i)2eM zWOqzn5bM(jyZp#PM~hY^qH7{d)-;-J0^NTM)rP2z`PdVaTZI7c-M}*sM#S&ju)AiD z12M1z3vO_looz~9V*{`hC85K2FSoAxH_!axVHChVkEb}$#6s6NGL++{(4MpayQn^OSqUd7O4Wr`1i=ddH z8v4|z0=zaSY90XD2__oi)LVYora zO2--w3nK4=9PB0uS_S2?Te@7N&2pZUND@-oc9tiv zNup}}akqoeqS#e6V6 za}5-u2&BwJ*;>wBxP%0%h`q@&E(+xVNaed|flRe%;aMCHl_o7q&HFDGZRrnC|>}XE)a!Ns<&yWkDP1piG69F` z!%QV<4}~fpTVSz~j!6!8^#f1Z;?=oT^W<6^=V^b!uIL3;Z+r4@S~Ts#=Nfcm`7S^q z`kWfv%1MbFEC^5YgfTaEEU04P&c^X1)s-lW$g%=ryeVb|+XS9Fns<0 z{C3?DGuwGnurbJ>EAFL8@Jln(t@^8!* z^;*iJ{(kJST-?+;tTZ0eqij9ee+02c;A9nbFdS~dIo3yOr1o{LaXKGxso0syAdI*e z0Lhc`IcIpfdATt}Ydtt}9;iq*j5hEK5YBrUO!yclH%rZy3Dr=M3s>?@{UQ9(WwNKu zJuVKUz?Gn;W;x(YP~}MJIwCCkug_1kV|R zPqO*6oBBoBuca-AG$)LqJsJ#XS?)_aO#qiJyB$rtM;IZmx`AU0clVD_f`j4p`^^eq zyIa?r7O-+67fOxqx7G4y8a}#GbCVc7_NI{j(w07@jL~hw3Mi;iiWrUU@w*N63>Ew? z=8w$Ez_}{(=k^H;Zm?IEozRp}uccW#mNzc`B`7G{>98itW)$077~#47CcE+I-zTaE zYul7SEFEhNN1Yjl#*H7KvZQR`zTJ8xssX=N3c%&iPpH`)<)L+u)~EuuN9Brn?cJ3q zTF03=QGZi*VC7z5^$yJr7OK)NzliQiUQ-tJ#-5_bf6kI*WE@+mTvX|VyNZV_69p@| z$pv+?_wcMvZS=dyajqE22FQLs4erw{-8Ppc+Mt5?M4wu*VnXSQ`#2OOmDy>7tpM>) z1O5ooOQBEl>6FY$FmQrgaLeVyyW(08}2Ke42qYJ zTybubACzB0Xh;~nm;An2)05BXOQnCi#~_o_Hjo2%(;bnAS+8MdF68u#Xd?njS?fA` z$7~Ow!1#5oH@%@w0TLY)DlA$DMh~1g7PDYvtn8ku-n+Q)VU+6O7Y>XJyT;1^AQfDh zjo@s3KkPXIUBi+@k@pV%waXqs6wx}Wdp1ZGNg~K~_PPS4D0z0&nw$$-<<1qPtBxcSGPCAZCUL)vos83NEFD%$-lne8fnj9 zgSOw)c|RfPmv=lpYw+-1YIfJ!I$B2oCNnbG#EAL{BKCZ77h~ErN8XeW0E9JEu{8wg z1dor==N#2r5?8+#p-HveLbp(5as1Cyk_*QBTW>0GN+qjSX?FhvrXNUu5hp&(Th@r7V~9YAX0|N zb_jgGmb#yrC%r$dFNS?wUjtO(ay!-=Rp#Na0km zth#<8Xf#j~Gj&p^;BZ$onvtKoQF_G0Cru8Q2CE`Y-t&#Etl@Js?mO|hbZQ%auYcF# z$fcT-_3^MB{odgw000HNf!a@t5>0|gNB`O?m{kMI=AvhdfD)BF2A8?Ec4yVE!bRb| zngCh4vaY~}97C@RCo@tV-O{hJS)Z{swfdX)%^wj%53(VQxCPf?KLZhZ7J-{5u$JS2 zSc}r>%NJkH{zy8Jc(`$@K} z_QOIY>CgY9Mv@)DCOi$gznt3omu-%YuaKeK1B?pHmhq1ej1J1q%K4xDIH3Cfj7je- z?QvKtp6s?k2v+q77teM7oQa^q&DN5E^x!C0Uf9n&o(!pU>-Vz={!nzvC--@{Z_I*Q z0-XW*V_C^08SU9yH5S?w1AM+G}0Rtw@-w|-?pw8S8hW5=wK7Hv!}>pzj{~^ zc^_=9N0T1^wi5y@{%*{KOfJAKG`%u(TMT>bqw=bh^IgKz=WJ!fU6=An6i6)+wOOre zcp|zAN_CeSXgpWV3YaI{dA&O-@_Cx+kRLYLTGZMWFJX$n*4eFP%>Ekd~g*BS6^(D+m7qphUz zoEeAE>z7{tsg>QrQ^#Rlx*cl;M;X_LUHiiO@TfrC7xV&>@Q2XtYG+ba?bjh=Y1LqhQ2B`)#0a)Nj zz{d@E$Zi_c6N_?j2X%8EG+9~s{IE(|(P3QkjnaS@baaz0$e|4=>p=Z1Z463%N+wiV zuA$GdSI=nnzmN?H_u#{3?Hz?w&+rcTCB2p7f0YfO)3eQttOjpwL7*a@m`}}Leufu> zqn6>zm#^flN&bsMY^;)}7e~WggQ-)P?cD8fDJ8FsCHWv;YYbt}w-^Wv%>$F#7YriK zd0;deRJ!d0m3&B~tdGs#3Q${4>WiRnYgZWki@c|=PEvLNXyXDd0WkujV z0UvJ|PSMLnaI%$cDE*V?k9e%K$GiQX?4wdqaNtJ`G)8`i;wCjQ);q zQn>vichtOOv9f$UVm)eYN0ZG2PHDp>pgiY7vA_ANq(DlX&;33;D{)OoHn7ujr<$rt?GHnMbn`p02pA( zCHU5@r~5SwF_r>O*sh;8LJ~^gWO4393@}D{>04Q6nr52HY%Oa)8mUvd2-yRW2M5Yx z5|=~$O7INX_T)$(4@*^M1m5sKlKhno0xg;qCh8IO8(9b<-8Xf23&Ymlvi1mZXid1` zjc%~c*D9f&ISLY)a_bd(L7sV;9}~o;TH)D20caDL3z+RBMk8Z{Aq82BH$&CQ3~-WX z)ONmyz_w}Tb^DgZ(F-aX+&&0M0a;@X&}p7Z&;MfqwA-KCO*Cf?8WVJvv^@^ainnH^T&@_PD1V3kmd&Q1d1?`8_0y`A4f+2h;am z5loq^*HKe8_;3rmB5rgPJEj09lIKo0P;Mn5sJ&vU2UJkN0z@aM;i_pcrR7CscVf{x zWdrA16S4w(GlmtGhDZkX;d1M$5dgeoKaKnE>l6)`GYN?jk%Qy^;|iJCIJp1op_t0D zcf?~y8r``myOs4ic=F;Sz!gt>|1CtGsH96q6s;tsc(mxENsg)9!~dhb?$Tr5Hgy$t zPqMbQwRZQ)d2lxf-M%ZP2NNHqUoY!kJnl?}$ujE{#hYJ(q$IuL0?1WJlVfg3{a@564y7D1l|!XPMo3ugPCWhLsn;-97l$9Npq5K zgQ)?>z(!PIE8s#2>O2KD_llgM8We?Ls)cKWYpiTP0BZ!Vb_rh7F`_MxAs%2|jVI2* z<|{A>ZW{v=4vwkFR&Zyg{ga$T+?YZPNEpiW2nwQO0q8fRqM+)) zk*gzscm+}5;{pdcO>)Q4mt}SbeK3nRXSw+8m^5Y;gC%dp1njX$Vnt9s%ygh$Pej6? zhb%4=i}EK@eN7-$>+<>!p%IirL>Nd-o zpS!aByuvss0b;qT98SmSPDn(Dg^&n?B&E3RGoNN>O3E5RaXk_zM8jMi44Up<;Tsa3 zrx$s)X0FXXv7fJ{_xm@KgK52=uN2jlUahW;wuEKF&o_@COw3vg{U0oPdW{_039XN= zi+uW;6;92Jn2Q1oI6y*=ZkL_`pH8ozik&ke`^It zS3-PSJo1I!kU7ad3%qkyWZO~ge5%f226Il(Z5Zn+W5{+i$6!U#jE8a z9x}vWMNr4E8=$8LUwYQ{QwmrY9D&z(J~^Hw_eqkugO)X#JFVApM@iunQ%RPj5V?7q zs>NNs?A5O^ctKQD2*-Gj$jCYJSrWVfcs(zE_q^ISdi#E0V?Q8g`#w z)%?8gAHVx}*T0+JS-gF?xEm7!pc4>Xb;cppQ0SKZ0rmRu4)qDh@Ki59Nu#0!=RVQN_d#B z#3a?~n|G=*?9LfGG!Z+M2`Lr6UOJvxLy#|`+8cWIB>U6%#b z5G^uB0hjZ79xO?DaypAQ<>Z-F)Hh29BnGdMRqtEim!HX12k-y}*FD9}+mk$az`V0a zfC!_65_v~!GH-6&6fGo=0L*MBK6om!dY%{BZ(iR|rEcV|52hUplQQQ@Q=us^@Mbf~ zlpDv(KPndyoF31Z*A>C3cO3;oS#1+T?xK6r0CY3SxN0fWTK}QHvm>^=Nb^@^FizECt<9E+gE) zBz|0PfK;*Y&sJxc8edl(`Bh(=d|Dv;rwLNd1iG<`@__uV>7ka3P2F5D-8>!}Vi**~ zGCY^N`%za8?CBA<(0;&CVJVCLvmpXuW=To9Mg?W&X8-SO0?mv6fKq;b^$zS%SfUO_ zluI^(-_D{<&Dx1t7~y93DVg&SQ^Du$!en|Az=4hvQc5ukFC56nNy;{6aP?^QviVdh@F~&YgxcjSW zb6t$LIGKf&quhFoEL8@!Z^#mw?NZcGle{6`=; zT-t=3z%J;sp>)ggjO*cSgQ}WF$mIt>_j@=U)*2KA=jL>riBWQRzRU;oAm4H zt0JpkSK*4L5;8TdGkk7m;uHMoD;jApTW@i={5CgWbHBKPhNeU|56NeoG1UL`5y;Wg zm%knRer5?u4&@&QJC#UU4e8F6t3`U=XJmAc3)S_4l`{-9kD7fg``N zFG?zPZac|sV^fv(uJZ)nL5%h4GebWBQMq-ONWwK0#U1Cn{eG6&=48nsHRg7P)78T6 zy)2YLzdV{-BSj#VwR8O~3`4uUZqaP}?U$%(O1TW%RbZmND`sXoSQ4^UVzD@y|d z8>dv1w;SE}2;k883V*CW@~S8#H3&|p4Gk04Xt|}u_cIgua=Kl1G)X=EKDF_}i(3?7 z*q*s=usG;LV8| zUH(;NpX+%1cgsgMZ7^TtDNOZMcgLPj1BYSP!fD!D^?0g!z0-Tc+#vmeX?Qq3obtB4 z0Uqv$KRZ22XX)26O5s*0mkIM{b^Iz-tclZ>{yyJGchSSy9Kim0C&g(J?SE;IEdMLk z*Z)txivLV4Qz9mJ99D86Ri!nHS;&UBR7SzGg`Kofc?%0{9r<7~Zs+j#hnMs@YeNPa zH3*!)6iG_P%faS^>)|ICAD8#VJAQCdg8w}Bw!0sp^30i6jZhD%W@(=7g%i%UxbteW z{=Rm~9m(pZ5vF7O(||?*(K~YbLq0&h-7i4Hf%d}XBEqGNtFL;+{<(F~kf+TQ6|#NO zQIRe>KYcalMCS64zPbQP8)oNhbx~4JDUV)!y$PYMerUavP;zb92HmcidK6w&q{2-G zxk!YttpKdmoQN=t(xnyi!Y=)f*>kLN6=#9~Bw;7V(;ucBcl*(T<(Z2%*)Tv_b69g6 zV~$rO^9{8#BPzCpRtnJt3a!lkiait)w@dDcWTBT!0~AFSnYezAR^xIkmqciN?RYsM z<4P7VN#J@EoeoL8zKswYo-p5%Z_p(;P~+0Yc%H%cqPsqAX6>L_t*CcYK&%;Lk*Q3MjwPZ^!r(_sx|du75N#qZw7^u=UgmIOBzjzG2}^2N=ms%8NLt95_Hd?XdCl41y*mFyZtas!p)W;>23 zS_bSjBizdE%#P3KyG50;sFa~Qx9(=EL*yXZ1ybQ`xiVtgE6K)Cm?Quv-C+wQ`1Dn~ zP0L{C+;Wib;EoXUAO`UU;^3|#_JS!QV;je=Y{SV*i-#}SYH5=`_>C`1$N|SK5Kllo z;kXO@PA`KG>g3#NzS+N~TMeWy*aLbv)y;dp1^%w~t{QrzEyi=Xw6J2iC8MYjID&%I z0iRv;7{40r)XC@qpBaF;XVS2VvAxG-=A_3lF)0D0>&_MbsDRV2@kTo&~& zSk3CH{lmkILQ(<4Kg}3o*8^G-ws_Y5D)8cyzLSBNQ#}0K8GUA*iFopU69o?S?B)9jyzJ|xGvR8X>+ z?6xA_Qe)>-P`sk-c(O{f!+(?11n?29Q;UAKWAkDeXZ>#th>JX6&%$fF0z}hgxdikq z1@A>@R%OMias)8j5#K!$7b>VX=(|aHr|ql!-tUqzx)ET1PBCMsCYL>dJ-WCju<-Nl zpABhMWp0b%dU84Viig%C;~d*u+hvx)GP|}{yaN(sT1`Iw0<>Bh4jc8M6x&rZy~>6^6uu(U!KVlpk`Md zvY_%qE`O0o^AG#iS4V6m?^QYY9QA5PmV`<-`9V?}%q>ZOblF{KL&H0j8M&QsW`5S; z1-%;sJ@oHE7F`=30uePth+u6O5o8iPhC}{`=Mz3BV1DR4VP)V{u)vrxwhp`^)vD=x$R^8}@oSgfR|GC56 zu8_Bu8xe?tmz)^P2AQgi#{@x!=yZBEi|}Vpm|guYtj42KnPFdTK(-TqF~G3L0g6&* zp9F?iTRmWz17N`cY@0$8?`ZB&>F6yXNQy2O~N+ zzK*~kW2DtJ-mZ9x(Kfxgf{GDaZcQ+NtD9mpSj>^v|dyXd`bVV`~4O^+B7DAC30K!t~We<)0Y6uBoaz5%0n zMfUtxJIcnLQQr=NhRngv^1o{b79wtT)_)0F+8}7)%uF22>={7-5Gp_`xKhpq27{b4 zy$;N9Fovh6CpCgNC>T^SQGZFB>SnW-v*!y)*nZf)241u%tX{{_rT_HL%qDM^bdTkm z&Q0U?n~3b2M2h$Thz&$?n1~S_-k-~0AZm1Ua0Cw^US3REUS3Kb`s#n`FUWV@c!erZ z7Z(Uo;^3c#L>CZXV?_XqHPPj`5;zPnRmUnYR~rysS1_Jm@Z}|tf`>;?FMNSQFp%|c z+EtL>129UVB0|%rO)5%|h?I3{?3dItI|)EOt`I;Gfk1>0gx5gOzKN)-cu>IQK*q~N zA7!z}LcD<#i+FIs-k+LKKE}3KlfsE{Q&UrM=vFtAFzyW~=0*UBwjkqWAoxVqv2k=W z;MXk{A#^Lm_bPS`H=V$A_SHAVFp5Q#V+c18;9p=KMy^OhZ{x$@CcrKreCCi=G*qCA zctVMSacMtnMi8IuctDV}qkw_0qc2`0tosPo*-bo~8=z3HKw=Fb**biv-xO7oFs>2I zpn*s+JK;jSmZyLe!C7>u7SL>d>`!GLBqG`Z1Rw$TS53h5v4Rm~CTkVz>a}NrUGE@Y zoHm3BF?e$;q_ENSY41e}1aHt}{_%DH^UB`3$ZrRv+TJ8`EED6mPIy>MNDh0b)j9BD zqOXjp6sRx4EOaP{UE`CJgZ&fWKs;a~PgmQP9q1-LJRtypiaQ|Y9|`ErC6EV*E`J^9 zEs$PVQSj7YT1XQK==c!i{_eeXzZaPY60#4(4goYX=uaQgztLSVN;n;`U-sY$(g_N; zntwV9Z1nT>Hj^@kI!N~$i8lc-`NL(xA#M$i4K7{UtMi?pqJnacaBH%+4_4=NUkA#y z+WrRYrwBk4_`yGcNBY#n|G8HW)Di*i4f(2hu~q`CT)tyMpZ=^PLG%G2Rl@|7F~NTS zM4W|R@?9P)8sh!T`27qX{UjXs7JV9KefOe|cdV{`6_ouf?EVx%u7_OleK&X&*1%p` z!>j#PoB(<=RMnr&@2mo80P0-*snr06@Y8{Wjsz^BmS}UeX|J{aq=w{~_g@pma2jQ{ zKjk;Qsn&e??p^jF&El4`zP_M891c%^3wD&zv$pzoNaW_Xy_Lb7em1$(2_oEcLh#cs z0al1XnIm*Qw*?dk41i|Gp-+Rp-Ch+VA$N!Gno2QiG4+o_|ic+kovb zhii`S^ZDkPurmok!K?J`vBge9@SVWNBLK& zPVi8ixvw798QGIWLW+4;9~L?X5vzFvL2XuAd$}4-=j;rzt=&Qi&6!t9Hw)mpSzS{3 zrr&>9gt*gI+!%xR#p}tAqW>a0)dryx`#Qv-fvnxAegS9`w?Qh`fsGlq3RqqTV0W|9 z>~Dy=c?u&kIy3c^_gH>j$%P>~wS z>o|9?Rq3=GE)kyL^fB&3@`bJs+M;MJV${YWGFUvnNu|ys>pcTFLhB?bKJd;O--{vC zf=jJtA=_E3{H5)fhmWN^PwDXh(9WUIk#NTI*-qZ$p+lA`zwA6^g^rqV3d9?n073t9o7v$)# zpBLLnJ}8zsUUy@PoyjR>n$hegPRLg@VcnN+vsFW`(?o`}cwQDUF&uUTfKjMk447WN z^@l1^`uRJN@U4xmP(TDoV z)jRr~p4LG~@XY%|*&jY)YU8g^Rr1N0KAuG$eO7ddkmG{F#i>c7Cmg@Sdl2QnLVn2+ zRo3j|A0dm5H^XXK_H)`1+_iGl!u@G-Acn z8bx-0EFgfgJwMZb#~Y7YIxfC>X1N;C0pFZUiZCm8mY-z~*n`TuE+kEVxOex2K$Fm6 z(d6ei!x=>Gv6B;IZfSvf0Y0nXn(+A4{pBNjhtQ14jjes3%CjQ-jS-g`7a)SM>HVe? zwhGG^JelKJ1Gac9!yGH?DkAp_l~L)ju=19#-VT@%cCk!z3qmX?KE$GH18)w-lm0-4 z%dOw!H)G=pz?sDOBb`2Opo~MNcUy5`m19G{dNx~cbpdOy7}~Dk5%Sofw+Wmkp~tt` zEvJ(GE`0DJM(~>!M9SgyW6f?&oRPIUzTQLjFfp!Z6Q}U6~p1Ib7{iy;(arYYN}`c;+trsB{mfGy%;6*ud8Dx?sSzMnoNh`>ckmR!e{E&6De-~P6nk%G5eh_I3B^kz>G{$L6bW9;vqLX$0!Ey ze=h;gL!&k#8+QC=^Epx8Z56r-Opr?{L`)Kg&u)Z zt*TIZn$Ol@doR2ZDf(VI*IGvtRza}n%pVSOcrV@s6Y_OyfOt$g_3jOJGR&a2<)nFM6hwA*KXMIRdu zHdOwpeP~&{Ow?uEFpAwWpA1)0vlwYvu1!~Q{H@E~(s*|~sFdp=^Q1mPAw<4-tswi$ z4U6SzH)#%Wo&eA9^9YYFs4W#682-2r>xH8bNDaHh{wmR{<(08YW1hTQCN*aXaE#;# zWo(Wbh>4S}=G7ude32!kx_DOhl_n2O(C@IFyt3s?p8+=o+PyqgMj>SIt2#dE`8r2C z*jxy}K^J_pgJJrkz>fnNU}~-DMVrGs z#ct?)OiS!xu&P`92#h$z^AzKJJQ{{Au6o@6eelsR3hIg-&-1SK0UbVa-=F@(2?;DS zWy0%%!ywyf^GNZd1DI(YK_JKvpUji7B-VDpg*QLfeK zK0e`fp*w2ET8tty%6IG%fCMS>i(&!9u)NA*xFM5o1vN~czW1a~^bwCLK~5pe=2Y8h zCuWd?U7mo9J*BwFPjL94pz84IjMKd*%jLX#6-t!4E~#l1b{Vhp=;C8B z^&JUI6ACMixqKMr%(nW(nA4I~awFDv)HFbihoq34#bnkk&zsK-yf?5qlN~MgNWGoodZ}+A~NkpZ{+h9k15Uo%n<> zh-S#k{KPtnU22^L5a72tkDfOL>%<8KFqqyZffs!CoZa5PIT%ItT1wt~#Hx~`Jb$mF z$rqSWhqLhMid}m4TSyPc_HF*<%ge`;eqQ8?fMx7VYOE0S`4ms~^sxo;hbQ)&wqgF- zt}wgehpn;q)s=lVYOvpXAD-bLznA$KGrvPm0f}1Seb{mY=$3WfDP>u+30Xa}&O<<< z&uz^i^c0n)mF;1T`N%?}ynH^R{DRHcVMV6rQ4cF`nfHrIq&$%2!PnTRRWV>gl^sXt zf00%CN>=^q0W9f4{SI}Rj9H+s_u*$Xv*}o}CLIe0{z196*N@#f2=PFsKfq^<+FN;$ z7|(kO9p>5tBz;|RDzhO#ai9lmh4?!7*BMbbjl;Ax2-Uk$be^ri{TA(XGJ0I}*6d}U zpjf3u+^WN*U~EosVR4cDH4@Iy-2-ohEBpWw^3KV;fb=&^P%X*rT5;3&rNO5pQ!`?H ztFCtjv51jE&yO-J`>)$)R#TSSp8Z1zD16{GBtjh)p!1hRDVu?Yz&b&^@zaqEFs2H( zow_M*uCe5x!i9sZH)9&bDP`TumRWAe)abINx60>-vNz*$d9GBibJo*}Kg335ECv%! z@0#0YTwCMa1g>YhI5+9fDS^F`ugYtkr(dQJnFj_j3TU8Z#)Wl$|!kNOU`F2(W* zrXPC~;DxpIC~%qSs!J3ee?wdR@givrk)1cnEWOf=@1_X0ePvKkX>0~7S6bZdoau9U z75Dbc`JfB}%H|xWcl+GzZeIA($)vP_X2C_n<`djyYP20gznC^6G0Ro=u&eLRI7$x& z?;V^pjeg%-&yEc*xT-|U^e1{;ySW&r^C*fDKtNKANj~z6k45===ocFzaM7_O?PXC* zHZlS;K1$i`^02}*RzJRRsZ?}6DuEs8hVICr*&oYOk6{Ba2+;ex6&h)|lm?Dra1v_O zg7E#n&_dN{r0`fH#4VPZOBb54{447s#B?kvwJjm2zwLD_a3}Qnbk*hcdwIA}dBrCX z0BM`}?e8!v0$F|0<1{SKCcR#Y=hF+}^(P5Ymt#Xwn#~jqznpMtxtGvkj%QQGW70!B zFn40lpMS^dp$Gl+PQsX{q1@10_47` z9Dit`bmcsK9O=2Izl#I<}+>I@e^;A(nl;?8z{x?=%OK2DLCI9q>JQLA7G7pKAbdu zysl%V(oMSz=}pMpvoSSqdg(kmeVJ~eNYLy}QfIFZKOP-51qx_#;h$lPZu~Md&q?!h zmp;-LHx$W&S6h=wK-e;<1j7*`0ah$nIbH`0H{sQJb&S-Yb5ue{BArDuU!`u4TC#M0 zwMPW2<|-?rbGtAaL)x6=l=8XaLYBpV+DEA#*i#B@*eb8sqXK~aTQ@mOI+M?G@{8|^STCO+BfVy;KY#2HO zTDE9T7Z9sq&kv(!0$Q+7zQ4PA6g9;oG;rc_zN>^xLRAXF`Ei_{?Jrhy%eSriqLKbS zq}Eu_l++)WJLo8fTQx5h6q;qGfdMnF<}N$i6U_(y`82W2mY0$p+z7dDI#a7vUT~3lj{tFw#%o>*BxO4)v~ zsEoODWS#^oV7b=16*geJ0pG99&>haB|u`L^rB=fRWfb_y4Yp@*eD2$In z(NPVXI+AqyyaS0Z{#t?7T`H*L{SzYG!Rcb-2^gc3{LZV5fJ!74yD4I?KCAi9_}JsQfkUr4lex0g$RN~|6#3>znKXx}O0YnbNN1X3~aYFI64 zPRTt6<$|C5lS#It-H*A?sIw%%bV6lc09gPK@}er{qDFnSK*P zfrNcpI_36^wh>`Cr{nFFHL)7q&?cOo%hn0!O|oM@f- z`18ja-5vt-Mqm)>~8z#SDb-c!*llp4r+MqId2PwJ13D zBlw`WW#RQ65SPZ^&M4Z(4=v>+f2PCM2}7fKL6GEh_8GcqM`O0VB(J~7O;Xxb3z4*& zv~Q&Kdhppodbr!AZ)V)MQ9PNOZh4x+EoLltC_I ze5dP)T31TNfmXYNy^s%(7UEZdz5mYgG1h1n{uLesfL28~%Ku}mhzN4(W!AWHS@NNK^tL{6-horSLo-i0vSHaEl*vu}Lc^KIT|GaY@@n==JEzm6s`d3*G zK)=s^Cqb;5W4ev2Io{Ck7$17E&0JH(9b-Mc*GWl~qfSj?Kh`jG7dgjHNmsHW8x7Kq zXYp)h?6Z;2=GVWk{ySkKDrE}Q@E&XAPxq=_R>kG`r&cW*pKEH1DYDs;j;LQ&EmKld z`|vR&#vJ)FMx(e!t+qTBH9wbhe-_Rm0Ga|r%xPX7cz8z5^0cZ;O!WHf3rO=7sty|Lo;WXFFE?$1+dHT1s3++OI(M|=$eDPJfEDHU z8DU1g7&lPGQHlOw(XoyzIm<|D8TTvw-s2{utsa1z2iy|PO%uYdyUwPds={y7#ifK( zN5vRWJDoHPHY(jniLi(P+5$79sGq}ZcD`jb^uwP-#n*Kh=UOXtbzQqKV_S*ASdaS? z61K{5Mt4oNU`*Raz*q(`x;#Arp!@P5@fYrlB}e6)yW>U^iVqSqJnmeyiFO&D#DfmV z+pM`F2X*IP^3?TpV-?$kmLIzh>=+4#ZY$!0SNwIg@jWI=#Z32)Yw4<15ZVOUgo^i^ z&x>{-hy_AI)y1UHYQ{Z7&ub-9}VHbF(vOqEcsypfbCdis!{dR z8~FB@;+lB@^k{9{xv1p@Bg zR?#BAmMCFDcZ&BMSNW{VfbZa^s&G{V1>3vvCaEd$BiCM*Ujt~H`HAxACeKFXSp4IAbuBo- zL7vem-UoCUaz5{uF>NcT#1ZbdhlGlTm?lAk-H9^m-o%T$#NTt`OUhWzI2lRl2RZqF z0HT#4%!#G<|LsX3e{N6!~e|?Q3Y*vR>Kykb{)G32P6ys(Y9%ZeoM;9$sp~ z2eov~PCKe{XSY`8QB!wMFnlb!fZl0pol0D@&k$0YpSHMD@8-E}j(O z_s&t!wNPtR@bDT}r$EP%DJQ$5Fz-H%t)XRBGy9|!$)BqiS(6Gry&h)nUnJ5b)X=eM zVY^h@EVJWbu#`u>8-AbBY8>>{me-Ku&FAb{!4%Qv=5lm}#8E&Kf!ABH#n5s3 z9CJ$n^)xBLBKy2>?7Bv{*FPo}2B0PEgn{3iMbMCw3!}uq1#!~X=618vtYIzKM+QRM zm^E$-Se*yY(NcSo26{$fRegm!pG)C)tCA`c2kWVSIDg>i_^R=pizPl1&+XwoBz%{u z)-aa%$7@1)KJQ)I_* zAraMAEZQt{r~vRUe;!cMvMP`yxmr8o=~qLAoy_KBG}w%f(+(%OK2xU!3g>W2x78;% z&HY$jT7T;!;Ti0v&M3xoazj9%zyN-#ndlVO^+?msIAw_=fBfjOH_bv^fhZEDTNAu) z29l6BO<8>A6hMqx^0@C{`+vPwar7Lf^9-}an|}{GW;V-IHTlIFE^zuWXr!vCstrU% zb61Yeitp`s&=GCyI;m5Ree{e~5ijnaQ6lpfvBVY*)o=c!vffH+GFC*WgIrU6FU@F|>ausV#c@vbmK|OrRHJaF{W>r=Pnu<5}|wiN0A<;0%C5Heg1d9@PrI zOn-L!0MdbD;2a^#Aik8xD~ihoEnN0_C;KfHBX-N)3794 zRDOM$F3((zV0AvzrurTEyFo?#g}v&@R|1$APLXZQEjR3(jJU0qT3&lYq@vn0{$rm{ zS33iRHLmbHzTv0S4(1eBO99dbo=bYN38_(4tw__)C=@*JGk@U~X5aSO5dL!N^?!H~ zjoXD>ma%sZYC@ls$SP&#ajcl5MyIRor&^ASckyq)yzIl2-jKt}<<>eseugEJNoffu zmT=9hBL5|A@H5u{zwAY`P>5sG?Q1*IJTiFH3pibtpt_V~6k`M%`_lV_pw=oL?h=T4 zzw@SqsZf~*`dNjfnE%0CZ^aKq2!H)r&`gbbIX;^&agc6Nziy~!5p!vEZ-GtFuN!KbAK3b$SI_D zsg7S$>K#2w#ab>_&%V@YoHA-^AyvTY@S44{UZj!Z=-~~jh3apajhPIPmKyfdmWf39 ziN%B*dTJZ6b3EpXVG#N{`8t{4Ni>*I1;SpQ_V(OYmiKN}yytn#9VPW~LpSypi{48} z$B_HvX{7AUi3=Z?yivd=4v?LT(13d=L-)36AMZkJWyCAg&_!Jf~Y zALa0fE2lJ4?eDlqD|}IH$HqmzN~Jc+z&`lg_L#lApbZz?vWivMAw{&hu@Tto9SZsJ zPEJawx#Of~9j%3C+UONEKlxJITg|Q>re+0-8UMinhwq6g*@=txO@CMrgljSi0#6oq zl@S%w5XkW}e`#CZaTZM)u`;G6B;_u6A8c zYWG;LWTUP6N2p1+SAWd2jhDBm4#?LbhA~N#FKT_|Z8F|dnvb2xggjHx)dGYRJuVFD zuKx__l6F||`R;--Jc7k?s;t}FTAw+RtYiV);QZF>EcEKZM)Q0{E@_dG%MEQ-H?hz5 z^155tjWyf%Jq}^Ze8^cG}WM z^euiDeiHA)5`TXk+AVGzpsXqZ&OareLr*QNAa0bcHq+sFD4b5`FaYfbYN>B8@Eu$m zN5Gb^Bi15vL{vz3fGgEO@?&yIf`?uZM1X_kDnPLN3z4|`+d89g>!>exWA5;IQaCRZ zA+)o$rL-C2svn~E_2%rxl`KMpUZA{ADtNpm80am~Eq{gY+i^#y$3{Xrp}=k6HqBaG zZ{xy(qP!i6;Xj{8G(;(s4Y67X~V33<9SYRD4|lihYmkt18PALmJJv7#Amr2nWL#Y zZ}M;kFCD?wL!-RcGLlK+phOS`VEoOC3+&^m%zM-k$#ZU5QP%5fO|%M+HHkU3;W-Z7 zf}`HYdF}AHjS$grKN*#Z$9tfGoC5jugaN|P^?#{MYIR&n(E@Sp*8tx7fY}F1oHcLz zEKGd^GhD!8(#T$p3sT-Q|GH;mY-R9q&VIFuyLDT3s;e=mwc2n99xi;CaX}uu^RBqND& zxWlh}(w$Mf;C2he`(i(Yi-9Oc_{XM)HGj9Mt<>LYifL1}r7t$~F@LIyr(X=%2<<3= zh{(^FsK7Rn0u0}l-N|Df*H0ziWAGH>O?Vd*&1MwGKCF1**3|4XOYW(O-wLuRvgGlQ z+YOR5bA8cZjK2Fq(IN+5*mttU9fxhve5;<5uzdnZB@gIiq#Q<5E(seOnig%ooqyqS znnYneQ9-%ie!VuQffN!l_&uktcIG^%Gk&lc&f0Uiv-9)#Lv#i_&^mBFNi^W}_J&#e zgVJbslk0p>YV3wr65ul6%}TL|4Fn|;;(26R#1JiL!e`-2PuE+qEAvbg?VhMmq%}hm z-SdZn-Nc7OW#0BqCAp$dBz!~F^&{MYbn~>YaDUD0Mf;5n2bD?~Zh=Y`N-KRe%2)a9r(&cX9bVXN1 z!vt6>ySY^DR;QVso!6fK=u9nJ%Wdo5HZY#H6=ZsY++Nu}ft%c(>O4kt-_>N9S!|l? zlZM=e`K39q(s^h0lZ?&yfA6M-=X)7DvHy!yo8pTF%!Dv;$B5p$k(okEurROE?l94E zB*6%_?Oqp;K6^({a$}@JPbAlMx>o#kMD&I#gT1}!IDR`Y!^&L^f}Uu+YEmeL{K z_bEXOA+dLDl40;W(U8)bVL2Oyh@-b)(S#EH(=Jdy!l0h)ZGYT)ptg2(CSZ!8Bb0A) zmstBV9Re=4qkyKOmcFL$mo*%14>7o(5Moiz*TfJ3dO;eH5?Hw!D|n6i;Ro2x4iHJU`5E zep*48=_ZSq;75h$kE?1)#>wG!vDeyVOX>g4QQa7i-G%o~Hh8sMsJXYI0KsNAEa5d~ zLJI!wGaPTv5)5W!sN6<>fyf|UEsOU50RYpylaq1G69P3cm$A756t`170>&EyG&M7q zvAF^iw=h`(5GDgOH8q#9xdIipSbqY}9RoBqH;yJK)}-L@?p zTPt>+*tTukS+Q2^tk||~+qP}nwte5d_uc1yr|PTur?YzNZS)#dbBsAj3B_z}oK)QH zOc-ey=@_^G%3?wqj0~Kt00uf{7*bMU2NMG)3tJlz11A$MfVzn>K-t6&z{mt(Vqjo| zAq5EA+POPen3+2PD2#t7|7`@QSs55xSX(#%)NHM6T`Y{u0X!})E&?u&&U6mWe02XL zDVvx8oXkxCrWRHv0AYCrO-VU%0EM`mDnQ)C#>BzE3ZUR@Xk}ppkg+f_v2iq^1en@7 z0IdF_0E}#Hj4l3!$&v2g0Bl@L9Gw0EX6j&T4UiR85fqb`QvrX73e&3y0}O180WuQ* zq}w<-a{Uu+Vr1y{ukL67PX8lW8T^lA_&?JBcpcpSBhkSyG6IY(jGO?5CT12kF!cZ8 zP145H7Qpr&v$3$|8In(lfgfH2-=wa!yv)`$qeh#h|(I@53wXdll?l zS2(;GKSO`s-OC-x`z9iT7!$bTiOER9P~Bzh*COI_GwW@{Ok@xv~u?!4cdRv&o`I?sjY!VY{Qu~+uJgyiuo!; zfqz1GWOmm!b0Be)LdaMNljl~$E)l_z&+m$_00i1G^KI~D8o#vxV3&TH7edD1E0#g! z2y^pE$&gwS6k*saZD9SCeRF9exbgLh-6yHZsyhRNZG?AKE(-a>cDGoJX%+^ zvU$QyFdxIWVw|z%XzPo!z5WFC(B*oty(oY3KSfcY!6EWVM%xiT8UrX-{wyRHAl{eC zk@o7uj^#b^*g)JiidNyQGeC5)#~IBnDNHER2d}QOoMWp$4sTAri8tx%rUZA0aXz@# zb6n0R2p>_8PRY$;0WFtn%Oz>=x|1$}BSykXG`ljivG6$v(T|eOGEjm1a1Q337cYN8 zlAm;ua)A~>FGY#x3NLm~!U5Y-SvL8IAozCVtD`ba0fOQYLw(ZlCV~wTRe(eOXrv1b zFPT1vGDvf1G%(LW1lK|!AdE|&Pk%Y=o)&~&!D!g|YfQYCWa+sB{ov0}Tv^7#hujSFH$25vj6jRgVL;#t=n(|#M+gw# zPq24m%q_gyozQzS=cELE$cbhn3%ZrCo{2F%;7Ph5&Aq#$JzrBA5a{Tm_ z#M-^Qfbr7autcWEus#`C#~0)&vlxKJIC2jSBNM@Hk|s6FkOylde^p)64O1NJZ#sPz zZ<-sumfZa22O8?&VgcY)IJZy-w161!s`^0+6B+ zM_9|sELJbu%eiza6j8}C><^*Bzf zfUZo+|6N@SF<3x3DUiP@GI;n4sJOOPjGG}}UG(36Xa{Ps6mj=)z8RCg$xWktk>zCk zBKE2DO;dDw3RbvUz9mS~QK`+Xy9QUrWa%kwrY{Ssh?UEIteO&G>FzHrU*GpQKI>=P z7Z|Bx$Uti;??h(~Nl}0GATbgT?zze+P}bkl=_4B95L=wopm-rzF*r)-sm5u!&;BDv ze%myuoYe$vY%adhZ%%%{1D!eLo=Ikc+&6|%zz9Fx`i9%a(}PKHGd8aV@r&rqGdNJ; z1|GDYp92N+a|}%b%h|c-`NM#hhQG{??T?~zhLb|}z8p7S#_)f#fUqw26dau%X*WK^ zbD(yp38Xncx0((XxpN;qdHwfkEB%hpwth3v?{eszz`w4)pQMgtCJ(ZXYuubus7nH6 z5mO5taBgptvUhQB>?T-ahMLMvxeGONRP?#`J4kh@itVLL^r@3(s7s=xS;3;oGu3TQ zF8NYM;(wELyf1(H%x^w)!C-;~6(*&@WM$e}ZkqCGTuLO!N0<{T;DLO`xAvf%15$P^ zrRfCG`_EQ3Gwq$}wQNyTUz8d8dM=pzhLqF&VMd1htwT|mj3|M41-_1h6zHz3dDW$; z3ocY!_7=MF+j_6y`E0B5wLzddB@2UWQJ8Y_)3y>Dkdc21`AJ}X|3YxGu3%hDi3sm+ zijp_6bXbsZPwd||r9y3g{QjY#?<5MDSMjCmjGq$C1P!5Wv>>SdD4j^pFbKRPqtneZHArEsu>e-G=oT zt`MLS(KM&F)jB^8Z=ssO)77i~(yxeF`!`L*)r;kCgu&!5Ma*2;;BOD*RjQFMH<}(} zfuX+zXTfUeKOdbbU3KM$X~ca_P)t-hOMC;ueK>#f$-gx6| z@{d^j)oW(lnyMfGa0uWg3Dr%DNAHVaO1naM;tRCSj}M%=^kdRmC<-7W?=!UpD{6^v zt;sH#%R4NjSb4)*H4D_VDBm{m_O95j-3o<@!eQ^-G2&RW-q>RVv+N$DgK{=~M_K!7 z7Lk9iTtX~B*@IpZ7#)RaME+6&{v)ou>_N9UA(0BVmc}nCgdhcimumW&WHtSK&W&W*W8m{qCG{2r* zFYPhkB37B7(3GL~hkDX4&C;*F)OL_j0|S47s#*HCY|3gG$RWbyRw?6UnyaBTyTMW% zum-N#@TwUgp+TI)Y9%n};d!ZXj@6|Wp@^+(c5AZL0*tSJC5cS_mb%+#^A>wc?8|zP zTz=)OFnrs&JW-283zV?~v(j63DlwSQtaZM)(+Edw?4%I}5nJF_8)d7V&73yK zmJ@wi7b~Dpor^ry)Oy(RjxTJ{t|^}`^h$o0G0$ouQmUn{^^G?JihoU62hD=^5$|`29htm* z=27K)SXZuz)-YZjjdmdZK#g;+Q{r$<$SgIv2@B2nHL5va>kc{=D6p-f=$(HycX;FT zWNmzKBxl^fvMFH4{JguJmv&sr{Vf*pVcn1mtHoj549%~?!bW|OU!EAzUZ|}b`C+!a z!exq-m?C`P+Bj0!>1`^eLQzA~^y&;g+O2PZ=J!mSOI%8GjaAR4 zz91I#pg0Miu!M4O#j2~2zf^x7p`sBLK47cUCVL@rSO!U8-mtbdB5nnUl zJCIZ)i7V`)DqwTEf4*~j4c>Dzn)@)`=L!rtMtJ>Pg^oH^}nu<(B@pM1Na+B`fAi777Y zCAIF)?hBOLh?5aj^>n-#y;@0qNVkk-$n45C$`52D%Vi4>Wy5Zc%C(7Ah(FvMlK82R zvgYU4_S{Dkw6w8>q1R3xMWJjYN&(n7i@WcpHGZuS$M!5s@vNgi$-K75XKMPqpS84V zs#lWOF@W6bb+&(m02Lw0MDZ<1bmyZ3OMEgwSJ#>bJBjMvXX`{X;O|7sJtYB)Ey_j= zKZ25tJi2Y=vb8I{vQ)15}zjP|7>F5f<-SGh}4YeHVVykc-!vUor>_fp1kU?{(vEnGAln_ zZ=P}eyo!H`wvbkuojRxNjxuv-TLSUBQf+DUhJ6bDVoXdjBcUPGMa;v}^h>K5T8H=S zwU$i6I#X|QiFF5P|2tZ>4RDpRh8b&H17>BkmPy%bJKEeGa`Lska@uq>p)`cBwtITG zjMWOzFW`K`mF-Rn*+Z;7WlOG!gGJ!-cLA7!oL7H`wkqoBTHc4zZPr_NbhAYj~vX%h2lFYE%49P5eiw!N|1~F}cW>8`Tk>=%8Q~MYx z2rhp!)3}iUIaUU1<%y6f-rexRJEy1meg?}M@#FZ-Sr#HIsdODi+*>rMwvGqXHMu9Y zITOC9=RSeWUqKjy$5E>p`6H&@knNhy1VUWQ{()`0$d|2wKZ=lVrSkOAG0U+pW&Lnb zN9c3DC?7Unv!U)f5$^b)G{w85LBKS>U_pNt+(o?DN*s33bD|+Ag5I3mUMU^D?IJ?+mZ|W6eBm&E4bMNXY60l4El*iah-#&3-i&n-vOj` zQ1Xv4gy0f7;b2G1TEpr1$DLU6+u`xAMB8N8gy{wRO+HaksXuC#gn6Ad0Bqt(Nq(WN zG$o7*W4iM!NIk_I&IxI(7)S8ncnLlfT_c3^JAoMaQ^S60 zU!i%Um6aguJ@8Cd%T#Mnp<&L&Jn^TrfT@5gub|94rlyqOc?DWi$%Oz7l7&&-165Ry z$U;=wnf~M(1>Kv_Z*0@ljfG-IR0!kx7JdO0Okew?#uW>kzqU(NmGDXeeCdCS-I;O* z32MEBFoN@ig$(j}@k3_5oA8ssI6SbA+TH$cqMO6T7F;piO+h0&V$93Yk}u6>0kvvE zh510sugP%8T@f}zMtm0vXI1GuV&WjPi`p)`7hzwsdlZJ1jj zae%W#!D2v5CQ>lk_LeVG?k<1n0N#FG?%Nthk)48{%V?Fbut1=v)A;$IC7w~_;Fh>e z)ENl?^+A5l(xd4OPTz>b5MB|W9tv3%BrI04+-c(eD}3g1NGwsz;3>BHPQGl}z{9=^ zVVxhjTvhx>!M>x*T4+Rvj!_%$EbYU7?c9^=L_vqY94)y7ma#-2A*_E}{b#2+T<{7B zax7`XuiWUXTcH1q{;OUtc8;+esL2v??xvSF|@rWw}hEVjhEBlxH; zbZ&8dAQt{YSqrK8;7#mT(-(63L^jMW1h=PM45H+`sSJ?Zm=F}1sbArPr}Mluf5vh$ zRpdd9WDkIenTVbst;B!d(9H_|lz{LE;Aq5SPgbS2W)S=L4}ViO+cM{pWquWhAe7JE zKtKuHk=tQ1+{!$WkLK9EJvzaypxN%voBhUK*<3nksc>S@lAw(&M+%=p39Kb|F9WyO zzOLRViwiueRc%pY1t%3PIojJ-$tVonH6(>|Rm~ec#I$PP+Z%sqnh`}vfZxxBW6blR ztV1}h8yv}Dm^!X|eeoMdxUcFY!$aQG{MN(QO5GXd@)kZN4}=@q{A%zC@n_;pt zGI;PIbrFXf0HnIn>P-A++my$kz$6YLp@3wmGf8L1VRWqTegUoT>cLlWxs=aZ7&cu0 zRw3Y6xx9%%0!M!?Yy{z{uJ5^gEX+JJ*vo@rd5iv)AV-A5ph|X;T2Ip>lPo-Ox z$S2NRQKBgi2Xeu*G0Uua*D??0cbLLcNIZ0IvLzMRKE*ko0`{+s9=k1;MC?=lphOsK zyYsD7dGabV`pN?UX@4b*_q+H&V@5}!Eh^PEZ_z;j+)IDrswC^He;r9D?3X9-+Rzsq z{CL{9umNhIHHzK^;*rSijOq*n(}jy2uAltyCD%laMiHTr6yq^qH1+TELt@`VfvtzJ zpYVEz(Ewg>Y{C-+Oa^%(CZaPl3LN8A^v$+q+1RsH2d$J6Zrs}+rW7~c1cVH?9}RBS z(c6^O&2@j9Ujb;LF+QkU=T%oo=auQ`B*LGR5z*7p=k!!@y zKJ2dOXu-uRkomr(NDB|^oI?+<)OV7Mt;4K-+4NN~L-JehWe1rGIy2OYf(mCh0q>%{ zP#ahCzEMq5U=(g;rfvD4MnxaGBcc*%_d8|{3ygnc93eSUNEfeZB1Z|pl210bhZp%4 zi)L|+!c|$om4n+Obkfu8WjFnKq$x`F`4pg;F_Grl|Gmm z6vfZMVBNZpgG@=Rmp;L>*Xn#>$RA#q;9Wi^V*U5^7MtL`>M`itPBiI8;n4p`F(_Lq z+EagI!-{RqA#H6Q8wxO*yHJrXm7>fRXZT#tqLU^>g1bgR6p^?4Di)4rDfd6|BVUam zuJi5JU4MT>Y(xJd++ZE7Vp~h!1}EEH=J?t+c(Vu)dZ7YgnrnY!i4dK8ahFBwT?}SE z;z+Hbd+mu*>FnPB^)hdu2I7MM#*2N!x*vb|>jS(ZS_%>`Xr6%ez#l9lk`5ABQ3gT2 zVCdFOH(EEFo6MJBm8@(t69i(4=&WDZH4R;NPta9mPqj}vsgJZib%?0Z?S_p0c`8LL z{jSemrKaVbU&BGChvq9ANE&9-%l*(!i}!%mx%hR&g0e>~)tb>fBv@R^b$$kOWcz>7 zx$AG_S&S@ahDo)C(Lg7cn`#_C+N>4TD$a}k(`6P9Fgm4WdA)LwLfW^fRFABv0@@M65vm_ z7Lx}2{EAHvHAfKDi4#2R&S5a(BZz-oyJXXYRs#bcGxDosH}b)K-GbP&NGY;S)u11L zAeBzPP$n;`RQ;HX|9fL#Vib0CE;;yD{4({p_<~RYkCnN$M>`;e8wz0G5B~qteYK z%Kqmt{KHN-i1+g}OhRor%hs2q;4cOX%bo^0Ee&KRlm$X89HL9|gKpc@?lLN_7W~5R z{FIEAuW#`3EhC#Y(Nay30`b@Ca`5CpBhDQKh^0Rl2R%`=fM?X0ojJepE12D}SA>xY z(Fu14U8<&D5lBh1#fuJ@@OXb~%Rd4{kU1%+Ik<< zw1Oq&%9=SP9{>~C>=Xyjc=}8M1~rglW*!zdX7yKVb{O_>$KV~A@ODI#4g36$6509c zu_s6mP{eWwrF@8zia}0N?mZ0r8^}aQz1`ARbeh0B1g`a(0emE~iPC=wz4=q6PMj<} zm3fTiE-?Ji5e+h{?u*A(#EX0$?kQIv3_XD0Iq3d9a&VZnntFBFIBf4~GnfnEIo3}Y zrIp~-Yv;PU^??S73@xZa*Cfv%j2=Mhe-qMIWi zsK)zinAHG#hT0xq4Eihs^4FTI_eKJi#exoY3~jO^^F@CLhr2r7RJ=5-a1w8O34tP} z$pEmuOM-wyFt;$my2%`VQ1W!-XtFoqqC&=yO zj=2KOj9bsWE@JJBM(&=t2$JP{*PW;JjVxdf1XNnD>#PKs&ay3lm#IFLt)7pBuI8 z-iAyW`qePJFkIB&JSLWp(j$__#vw0!Up@7!dNH7lYh}F4O|R}5vIRx!<>#ypj}ojh zL^&b;oPk0>5?o9(0>!^v`KFreJUKRh4H0-sj?I6kDB0z>bBZYK#wR!j@pbZ08+`-& z1THav8V@pyAgF;m4?^?xs&dAijWY*L*3yhA*w4zFD$mY~UH_I-IECCSB<*#ZGG+VX z8XtP`!Yy9n?B_GaYjvUQ96Oklz4q?gZ%eao0575019V2i6`&*NL7zi^5bDGN9#@8a zcjkYsae8BwbHTIwRECs0&74_Zj1*tH+TVBS^W1Srg1Wp1`!VoxnWZBavT6oGy0u)| z4_m9LjWB(uH<)!05H~&c3zURW{`W-8Tp%CT~%LaYhso#TsG7bmL!Xo0--A&*Q4w5Dc zzCP-R9p$n25n|QlY=7?^OzXcy%2_i?&YCwPi@TRCHjE8LKtc#%g}``!3?kT}qr-pv zn@w10K^4mhRe=%}A<~g;*9Wcn&9m5jMinZ&<7Lrej7BuN>p3%#^Gi-^^eW`N8PsK) zb1&0U9Yq4xd?w~^L0L0NCk#7p_>MQoXK%0Wf~{**MCI|2`-nKo6?+f6vL$56CWU># zTNeY!~as zFeKE=IR0+=cVa8_CS|La``d&sI%Yc$+;4?fImzy==H#Ni-e7dZN=a^2vj=gL^VSLE zv3HyJI*F=nr$eFD-kkjE=kvdL4VmFl49Op(s`3?NryGS-GS?JQY4jM^l?#8_KDeEK zdrKh2C9o*I*BYve*w4CLa`f%A=FE6UrOksNN1{BS(9mmt;-C`8R}9>a-B~N-=!2aH z!}%GHa{pBn&`9?bOBi3D&Ct~@5W=$bnqY85|BWA&N%Cat4!%JLf{neEJVUkcMh7>! zVXF)a`E<FZ!!9q_5GkxScK{;I%>UyOe z>!J-)q`-X`m&+_xB?)iO!D5MRxYSBZNSsDSZ*pI`e4&>S8$(ZRb@_nMcf0N{f& z;_7tU7FcZ@D(FG+>lOUn4LmGb0H(*uL{Hy#_~z^KoIw);oOgfcM#1anSa~6Lq3834 zMTuS1;L{o3FoDaqkk7n+_pLpiCl<29yiw4N#TlhwZKbt=<~I`K$I<4BpG;MU-}fc@|Uu_r2a1>dqY@rV6niSCH=9 z`vNRluTP>i7sY=VR35Em>`BDDj}u61BIWF0N@o|RGFqD9ZY{3Ht&P=*pZ+zTt^GJ5 z`sI{3Q9_#my<98v1KiHnE-}@^U>;nUEC;q>pqkJ_kNnw`)HFc}_^On)2gk^KwqkQ3 z%TZCh320XSF7l;k*1n0TB=iKVB3}(K!x|3H7}oj$s<(d(65_MjVx`{4>pyvg^A zXC1IYf!Mr(Cp-4MGTqId^&bOFnJPX1;(bkhF}q)RONnn^3lAEj-BVo;*k~a~t&(m- zp?7+7C==hlHA>vQQ~Q>A5ueS4P~5|&kLom-Aiy<_;!_# zFkQj7^(?;hr=f+v^)AaX^-R}QM{v^=(CvWEZ9Y2p zXmOJy#42V!Vr9~9Sw51}pq+f%IxeBkQ-E4v;xvEQ3tE8&R>+b+Js#&AYt1^EhmdDc zVa5k~jmvp}t0^bc-hDqTwCCw^upS}~%zf5dx=hw!Z4ES7*Pr;)euL2d)o>>o0B*77 z@z4oli~-W_4-JG*7?(R=mdvWRiO&@9gzHs-9&6DE6sCRIW%V>~PeOtJ5K*LYf~SSs z`l^3^Z%K7$1B<BcxOpOWWX#@~U;fQLa+&oD0e5_heh3M};ZT%+6#efo1(!fZvAL)GtrO-|!SLk1Gv zw51j3YT{$2gPd#cQ7nVqgmZCTGSGFDgzkTOE7sMVRBot*(7IQ-K*ioa;6R9!@0a34 zW3^H``+Fp|@G*Dul10o=X`TB^`RHxWqOykLOZr>ZZL3-5n+ zz*=o}>h{Cuhj-1H;w$=769Bsi+R^KX5X*h@uQPuT2k1ej54c(vSuoT`d=Dbws`i59 zIT?ws-;a$`@kNp!#7Bj^j!gL92f4~GDyMN45_G7kY#q(cd|ZHPXx9?eaPn)9x8hXU zq!Gtn7Fmg?zV2OF)&9vI%I8BWHL8CXQ8J>oMZO6Jy+>p0$dhLngDxcli9~;-h=_!^ zSYd!{h#|oVhoH*eYPheS7bTt=vzBAc%LK+Ep(lD`6)ljBKU4VdF@>KTTDnCxuer9F zsSCb$*hUqW)8{ct?JSaUp`Ie8yb176NxG%HgqtOhtx^Zb9x)U-46 z9dfWA*N8eVs7>#{Jh;ak&MO9rF(P6D&+1g&W2{)Ox;m4Py&l#KI(qr69ETbij62sO zU0x9o4_{_&&!SEq1!s4{BM0K@Fw5Lk?p_etD@{p$@bVzNRI71#X)%aMmNWH?xm)G= zAK~rf<|mc7p}b=t%?+ayUSod~KoHOL=ShjF6`=YuIP$j9*g{@Xr`mL$i&`>yvzQK$ z_Q&KfLiV9*2ydRMKk&<-w?eI=sXx*SdXr^XNrsJaXY(uGoOi&3=4H%Z*UodGvK>72RxFjV z@7au686ctmvbK(w9Q%K55K5y z|LC3JIUcrPnCPg8v%XP32NKm-dDHMZyOX^b6VNLmk_43PZIo?qt+^qIFFyS~sj3rp z@O7iWEwLtgn;Z(mKhFWhU^uY6OMy#WJIV_-9c1*DU+hzdDGz_=iCW5;8@ZG@S=IL7qla<#6XO|hc?yjv-AU^Iw?wULC@KfM|a*P82}4H`3}FGX3h0cWAGp9 zg?j}Mx5?-sXuB>goycR;ATAEwyxKs+sZV5VILXVe!heLp4d5@DT&$?g&lwNa98v|s z=M;GqNq*GEmWzKmE7A3pzlq_pbEL_jAvV1-hU;HI56S7+z2ZKRTDw54;>!8&e1e*~ z7hC9uXK+wZ*t?c|oAuLe2qk1nId8yslwluvdC(~PRL;dBB5QsMsMY!9kvDI7*8h zKap4hP^}=BhQ7{I{D<^XIR>%w)9^LIfU_)l{7ASY!(|&g7zsr;Y}3-kEs#gJlCP&yjt6Ksa zES&57GfuN*#s}k0wjNkN1vgUYajlU!`i5!`p#5EHv%wIj==a>OHtnsyR6D0~);CXv zOlu^u`m!D4$OWpzImb>axRS5oGX*M1WL=xN|C2mE-%T&pQi=6&G!_|WzMd#lk zk|uv322j%1_I4tN4h^anb4K|vF9#6B&8KVg>x2+LC6Z=&W`AnaJR-+sXfl$@4)0%d z|3)g1{;2k`yHH1$Y@H2yi1|zYiQ}(^Y!S>tTC-!Z#ojOic|^ z(i!sb-DDz!S34^D!V`=!(;Wfx2_itG=WTz26uMazGxbtWJ5D&!E%_P2vTT#kK()!Q zEZ8qlP1R4%XeHF=`^v_KDzdn6wgOTYpTSU%f0txsW z-dcdwL`tCB?hpGTmSD~10Uc1uY(qJA0S$uvD97==9E8W=>ZL&M9Z#cemQsi4Cw)FD zJyzfKXr*siTj=IAYM=17gqP>ygS>xQvcKrh%4Mbe=mWbVMs;AO0dH9Jar(dS;_An7 zZi#RS@Z*_kcWwyvRCB^IvugP>ix8F${n*AeKVqtCm3av$iOc) zOTsmMFr0voYKt(yumc9oCZ+WE*87j|2Qhjgf@;SzlJbmS^4sJES+1X})CYf&;i)7H z#o__VQ5=>J^k}!~ml2k6vC!l5mDC#NN8meU(a&>03PnH}?d2p)E{yykE$ev=&Yu(H zL8@eNWWq1)?ni}Uh<`h^{_N-p<=XoB;*2nFx(;V}YOfMS|6#5->AOTUQ=YKTw=1j7 zPLolLJ1~d zlw$22+-@Yk``SWFB__T?KLtnTy8c!{!PstDypNJ!EF$$G%GICB_Qrp=k@AxYA8aF5 zVlVj-2~)~&(&cR+f6q_%re8+2lW-Y@^Wu3&W^iTZ1cdQM1-zR2YNvL!IzuzXfyp9> zlxT)0VwnsZ)EhLirlk9 z`cbqyp$|jgAKV)hCcJ;e7PYMABWr4~`7!pgyln@JHwSn$=Z-ksmqVev-lU&~X6Sc3 z*QCyQRnC-hnRH`#7V_kYGQI#qKC#g!rNnRk1H)4>PW!fUcb+$gn6~FfnYU>c=wY=0 z<5$)16eTqygi*TF@yJs>2+(J%Q?mJ+Fc%K{0)d+I7fM;{$+3UqGpVr9GN+nO(`Wek zV9|b=@$E6t#V~)JOK-s@^d*==`{e?)+otvb|!RF>i+jV)d z{2)Su~pbCbu*}1KUdJ(&<3iI8iTLj&Pb`P z>A$ifS!I8pCjQy)9?CKc@&!^#c5W&uOK$&;yO{U^W5Y^hDOsizJ{ayGZy}urjKn!c zS3}#UlDk^_^ZsOzlk#WiiD}YjBz25x)}AIU&|P7Eq)LC4y16kc@XayecTl*^$uMAZ zxc)S;kAi#PwfcO1ODM48j%b7v{-+2xewx7qg-O z2`)M9S-hus1wB&$mma`39Kd`UIEaN@FJSPQ)yKp|-YgK= zhYFSXin)I*)?EO%<+7_9HZmp)bKSYhaq zG}0RCa8~9HO%`n@0qj(D;@#<)j65^#7uLyP#mf&i?3T6QKi%&D-C##OsMJfRTDE61 zM|Q3aAF$!(oAJ2q5D;PVl=(*~6($pN6J=Ag83MI`<%Ir=&i)>}JX|I8^SrtTr}^_S zxl4cV7sk$>{uiq%n8l-pY;xce$c)L4xi5!haR)dAbwNiyhPHFim(nGQ=ed7a z4A${&rRzmS`@3B{b`E)U#NzTJ^i1MPX|_7&mjGfwoxdMJIsk6DA6IN8!3ds7^eX7> zWA4*)Atsk(e$V#!ze1jcbBL)j-s(_#sw{?XGbBUEU(6x^ z{|*T#JTJbqX>_%7hfc+ACh#p{c{xH0uMAXtxX5=9Ia|Jg@pSG1{iXC4(2jCNg^k!k zP3=Z0GpB^3h6l3*!V0yoCAl&NZq=2~}j|A>Xy|2I}C z84rF_^?H5eTm(kTQ2cq&PqjFQxl`yA92N^r*A~p}WS0jalkj@X(7(=FVlJUBvX#;N z;xXvqY#J(miY1V3mN$IZKIPgyoS^4_pRJ=5*o9!pJE|GV5X0r@vL8n78FLivE(LoX z&91l2>7M1vB+8j7Uev7hCs-ukXW3rcUOhiCL_@;N7fbE(bv_uWSd14BO|0Q!%Ubm9 zj!H#IwuwmLjo*k#5O7H54=We+D`)Yky(&ZA%grB8i6m`x$eZt)LcI8Y_d7QU zVYN5sv+~G8IDKfLMJyrNdGP8;;l;HA_bK zg_(>=fhlTnpdJ0)Ug7fdutBuS%a1l%DBf9LP8P$k&WGuo6ad>@I7r59V^b#9uO?|f znt5)iiTllpD*Cw*Hf$IRLL{SqOY-{T!tx12;bZ0qzJp^S2=yF$S`N7rQP4+8ep@os z9tpVW6t>hwa3Rx{+)9gYxg-kUyLA@btIuz69*wV!atMXm`X;V8li=TO(9d;`29U zvV?2!=@*h&)(ABMkMs$djcH|T55joHe{#)EyOOV z&+QbVJNJD9ZP1xQji+C*Hzmx(%wynIry@%)%q=aRe86%Sx*(1cx#sa!syPTjGy7~I zKIn-&Hs}>}E-*Bad%Mz*OARptN@n2mk+K?reDvVsj8_9NpRb&M^`{pCNOZl4)aR6; z`b6@C{Ko*K#2z1bM&mG+@g5P%Cau%T`St^dTK%_;uvDdGRt0NLpV|b!j_+Z>Ig118 zD57OdnfNCW`W4qP}FzAFens1umak`68(%yGb4jo z5|aCJ$>M49E!0(i9Ga!LzaT;ttm$7m2NmdC$5(74s10z^W8CM6g@e`5gcRS(8P04* zHtNl$-+ zD zH6BWTm&?7|P|?aA3D@Io_35re;Sb6C8LLNYJv_RHy&Wkyy3uM-^a@wOrOMR9xOu=^ zPXoz+lV>QjjYIOfQRQ={S>Nij$J-w}#DTT3Ng9>$!E9E-rYgCY(69{LnJ%tTZR(A2 zVr3tl#+{F7J&I7C~gp!B-`Td3SKu8)~XO?(rlm|>I^l1KMeb!{}ol8r-7D8s;i zz0*KX=MFBCnqL#d%VHm&x!2?SWNR+&L^+mddL6s)38M`q!-Q1?;6i}}yW*bH#>M%> zeq9$#Fx|tu;VRuCCLMM@RCZU4D7^c<+#uJ`e0YY2QsU zA9U6Onxn;kx}y!q4lfoz+>r6u#h{aBeASuR%0$|qxU@)(V(P_09x-kX{(dLbD7@Bb zQ~V1Zc$0h#slUA4#Z#{~TKw359spb(xK-HB?PK&TLFboE#H-RjcZ$hjqF!oEQ`iKW zD8Wh}Op(?cVG$0+RN?P~#>CQ`f+1AOZBDY8^ylJ6dXeS`HJV};l}zIbI7FzKWj)S7 z>5U_8{sJ8R``Bb__tG7WcpN6G|z=3{w(gRG7V;A;R} z!{YW~(HLZDH6&AAiMolaghHLX=|I%qHPMwVezX#PNsQk8Pppqc3$brqcZ`29$^)rQ z6F+r0AH{`#m?f8d;t2xIonTkeAud=uB^gv>&uZTi+c>j8^#~ zoveDrRJ5^Zf!>}=arO5Vb~XYS5zF9CI!nhRV#PkO_Es2-1hbbNh8X0o%v8C978S?* zIpnRjMn3vd#hFN~9@SZfWMQw7uh2_`?yu6hb1zZX(4()q%=eproE3)e_7OCd9)PX& z+LYzq_WbnH)uhmLmh$uEm29?%{6{`YE1)AHTXU}ii(W_>tg9gqKfHqs=yCh~SQal{ z+@Z~WX%cv}LiE>UeDx4I?;l2Z&qOJ}ZBcZff*@8vINJqgnQj1R4(Kt^3!c z7x&;U1IGtvbAmnJb>0JKRt#)9_IUG)7lYEkH|XeeW7IR*R;g!1pf@qnkFqIWOdiMu zrY9mld5;2svE!Le!oMQK-fbn=A!x2DaYw+Htw>dtaJdUZs*PPdSb z{AZ{C+e3z?TBaIgIq{`^r@@6-NjltKiY!!cu_HErw1wP5oU%hCophNmP6@r%`Dx1~ z{7I4s5G+?Jh(~a8e?-8QCh>|`^}B2KHYzf3{7)spUwVOC=D-H-UM(Jb{eL$!YSButq-zLA>98PufBoFr*ykUVtME!a-R%Izustv^}oS zE)}ihmKdYg0^eswK*C*d!l3#@YL`v@NxBBfAD`qh9)I9bYh^M8w!y&JWEAm=ui38=loFCR?mrHaRG}+l!~Fp5Td9%J90xaC($U>jV7yubY?h z_%y6lVBk_+=kurF+_pdE9+`Iyd5-z^RzEBKbDk*_eNpt7)_GDh4+3GN%6r)>t>I3O z5=xrJ$jkKI|KFd;(BM%K&`K2r!4)Nc4OzqOTu>(6q}LSTTw7IHJ_-@|Z&5~IvYiym zfyRL0&9D}3?_>FX99ixT;;Ixd)JdZDFmz4zEO0&u8083}n!P+=qhd{?7sy(ixj#_# zr{hUe>RCa?={&A+;=hX2=k5th6QU*>QtBNt6%x0+37WL*jM%PFqK;ui-K7J6bw6{g z>SndQMvvq;d!cDmbGh941G+AJQJ@+{y|NZuSO z0x_MlO|;}eYuw*&(XQvchrR`r&WgP_(usJrEtBOS@z~A~Pi~y_VRVSu%iEWwr&h`J ziG_dshLevM9>?k!(rE}{iP3-YNGipCpef!+>%KW(8(q%(mAFSp^<9M6YYBBdD}(% z&Yc2Vxwpje9!R@wUfHiscOy)U!s&|IpXY3iCLvy{plImHV-H;8=kY=M^PFn49a=pM?JO!q0>MWwA)} zH+|Ui$K+|VeBtXI833S_zlJC6N=|c1kb2*t@ql$UnjRUoB%CmRr*r!wc!F`L)WRL9 zdo@fj*?zJxE9&`VN_P~m8AXFbnuIvSbVX^BtBHlXoi^*M_opcxE;rUbm*NEWS!^Df zY49C*0nRzPKV7mUVSG|LRMt%N7=#Jt})Fbx;db(m1 z;2D122YXxvD(VP-M@~ZEq}O*+>`d3l>{_UnDs9MP<(*wwH6ZX1@8X&6bW=boc&_sS zi#d&1q@O41S~7B)86|kDuV0G^LFfPC;c8_!5>i?Af6Ee6nz8+0(t#db1NZU%Lt0 ze>CuNr?OU`sWG+JXI!g4V@92$N znJdhi-u*`$-a9wvDR2t!h8=5)z7+0;VlW^bu#xJu_rRPu(@*AM{aacYTbZP1kPXmu zQ%^1g4MmH8RAa`jZ`AxZ*@ma^B-9_>6r(y_OFH02v^Q4Vl2O%?{NC7VQp(^fR5zq) z+eG421PG@d5d-NV_^e1(;oxkqz(@-?YTU1*6X?O~UbVS!^4ak8lBhckE2J)PGv*ET zqKzu=vQVCs_t4jG*0q#ndGHYmwA}kRjn!hE$F#nGOok*N*{@($r1;6~^o8V{ywEJQ zSf&*t(lMW$06VyG?JTb$TbAdQC-BD)zMk{Dfv-{D!%7SVQT-7>tt=d3`}_`};g;v-I2~bnhGE~~f+@F0bI+Z9wjdC9ku(K8R zh!#_SXLy`cbjs@rzyiuGf`AnBR&I5I4R_lLb~wZ{0skp`If@q1E9ZVi3_&%H<*2oZ*($M&0 zR|Ci5aSwaOo^3p}%J%b|Z>y*C(r$VeD|EOt$^$?LnRhK%Qz0mOy_vtW)ol|%TwJwS z9RTROYVbfvN_O^uK@ybxp)Q8Ns+4Syz`U(i?mobOJ3dnOZn?Utg^Yq)%Vf8|g3;xF zlpb!Ec}m(Mz^FD_-n2j_YCg*Tt=|&jiUKxpBjXT)mhNg`4jk#LFk0>vdmR&qek$BMJ63dlBKVs@Z{t|62fm{+Pm=F!kT~2ab0aMfq?b{_HK+56Ru%!5?v3 z608WfX#d*DyCgw}Wnz?}v2fV(&;ypM{DT%U?uu~I1=JBB{%^;^pb@rJf}Qwr`GaQv zb<|WQ@)4VJa{KDBUtO~=;6&=p56h)4b*8I=xI1#okRW3Hmk>VvQ*DYMKBpmn8PZ5W z;_d){bERK;nJ8`1C(fuE2XI{2*dUrV_7ld89yc6CZ~chFdO#d|s~OHeT@Si6Jr>03 z?I1mh!?sk}UTibG_6kK!dGy));;tQjx44dp`CwwygUB>r)^Iz#FFaU`Ld=iAs5y*Z zcYAkhl2mOkzLTZhSQ0`N&+P z_i7716NQ1f*oC0Wo;0U_m^6ijCLK@I+3^t0;e^_psDA@M(WSIAN1MzP@>nnofRp~Od|0EC7SeSQ%b;9Xu8Rw0Og9S*!!nL@5M=mPQg zoM`HB39<+rP3DCwofNG~EhW}Mj6e}RA{8sZkCvBO8=)U!&E26F!kei^jaiQ=+cY_` zCC#tBsSY^dRVKU-whsu$)}ifbYVr=T2}mqfTG-a#jwYy#VVkG=X!zaAK!y$s>+GCPf|aUMYI)%d)doEApd9UCaq!JXNL&#{cOMF z7U#OmFRwX?dDKUww!CF$eLP`-cQ`HoNdwUJ3G3DzJ#~5LCE$SP3;iAen!LOM1}8$Uvbc7;gIPm=o=V$!-Kjjx{)bDq2n?M^ zDZG-B45kCP-_W^BWS(f`=NVuVn0;)#)^;RppMNMNuEq~kOf@n^?dV+2AsMh>7qLTs z+|@dFKf_>Og1Lf0k_S^<67-JjNM?lbZ)E?c$_%S6h+wO4X?6bTzDqQ?ryR_X0Z6yL z4+<4h;SCvo))bv0HGFnM`BZP-%H49^PN>p}i4cJVuoqFb`p=iu&o?!$FjE;9g=N95 zE3k;pA=m9T7K-^06O3mb3(3Wb_uK==aLs*T8AWYf>Ov{xbRc*(yF-2?McYArwzU9f zE=<6P$%6uxael4u!^+wv723v(pR*j?>+?KM$i_~8mMX7N4lNQ>G&yT77p=KDo55I* zvL)$RQ3#iW@`#{aWr;96ev8g$C#>&G=;n2yG)W0k!vd-~=6lN3J~f)KhOURD*0>s+ zuNsP|riAi33t7B=l}(^)(~j-}2qR3Br4+sBmQ@6QQIbDR>d1HcF9ah&Nr&s8$SlqK z-+az=)al8)fRj)0%8n9n; zzdJ8)5|stVaxmM+$DrYP+03l!5X~ERTZq$LTPpwym37-Q23!K!Ch4vSO>NFdJ0K3) zpIkS;QYy}c?M$bhkmYow!3r-Lb>-|HQZ3%qnA7b3oV)nNFdvf{Jfq?pyuLw%Z4!om z!!CV3;}^*mG0W@=TC(Hs0!9VjvX|noocTv9ykJrwB`n66?=|8)MRGq1Rmkw7*xmmGhvU!J9WU!O- z_h?8%Sq30mto~Rzw)Sl68tZ;y%Q+%x$!Czp_~pnG!A1{J6ulbkI!!P zJDzL$)ECiXQxXOjx;^o!HBrUXu@wILSO`}OXUCWSHM!^@;wxVx zp=n9ct@DFZ7AI@4-@sGC-CCAgiaUqFP`HzCH&j|2Yb!vMeWaie_FaX@8=|ob4Hb;^ z!bMz5NSwtxI{ugxurNmAnbhTwtXO!r{`iLY zzYmkh>|;mLLv~VnE1ur@nFq70Ymt%xz!7p8Js<|T5jSPp| zfWDDpk|`wNJ02ZCyPXih9wD5B$ph_507tM;7c+*oH>FA@xIq@GK@&)|K-2e;p4DnT z9Vb!^V8UBCy&wQ7BsK9YRBm|m%15x5W#QC=&p)dip@Basknj?4D{~4o`~zs} zqy6C4|28ph23eba8UaV1xYtHINQ`%bA5ZRFbyn_0WyaC10yNNn5#tLe*B#spa*h?o zpU*9S(W3(iXPi%gzxR|zgY=l`i2cx`c(?KvN7lu3T!_$v{=?Xw-@`(1>yO>(dV%NL z+i@%zv2$rO)$T^`g;hCc}(rj24Wn)buSJ2><3+S?A%j>8Zr2 zjjt=OXabf}StPlCRF5hwwz{fe-OF3sxNx?x9{<*1P^RJODf#ST*o)FcZ1alrk5%U2 zDL^S97c@V@N8DuLZD_H&l+V1WP41GQ9Fj6EOm+^!I4u;h4Rg_@4tByu_8bLLyZ%PH z{$FW}3BrR_?ieW+fIKl1LXch`9OFo(2iK0D6YEDQ^tugyopqBfSzEO6-nq)FuYuxR zNK*Lh5zKb4!aU43XZ-!WDWvBwXSVS41(vNkkj*rpxA89A9t3y}|8ygJA>$h?z@QesUL~GA~7lmQk=*V=I_Wg$4O9R}P{B=fA z>Thdp1d@7bulh)4(+0e<_HADDBVQ%-!qgfOb^U}rO0>F9qVjrbnTV0C!*POjKLt_L z7AVkR7U2vvkS4}7>XFKgX1cLr_!Ol8I4e7~fK@;DzN3$As}_ z+9WGYCjRd3W)L)j9#KE`7|v5pD5v{BwsnnvmXNty0sxuVvN22DkInMbuk%AnB#PbQ zHf%wQ5^z)~b$gPPRS#1-Nykh)wmhk&?_LEV7Dj+X6f$aX@oT@}qR`-Yif;Oc@Zmt8 z5Qgwl`i28vI{3#fR5c)ampPW^4X_d3vwNz*i?!^RxLB8GMl}#F0HZN_@r9d*F3A#q zaGxlc9bfB=t9&zGY@DwxC*;~QHz&Q*I|k;)jR{ln8su5vq;)0(Qu6WV z5xdl*Z>xqpkQUYn6#;Qhy|(+$on=#y48rp=_u=7v__(~(67kVux&Dw&fxU<^%+44} z2c?WVfOpD758gqw)9zm73!$wxZU1j0=C<-p=A6c zCw7|OJ*-TmLHKCX%dx1r=TzyEqoUN-Ej;Hig4hGfVt+M947eIo70NEJEAX2o!o_vh z)^^#p}I^DVeUTDmM!S}&@@R9o-e}R4_fG$ZN&WK24 zloaWop?T4@@z!^zYyr={_-g*UP2;*SXxeiVT!uwxz4a(pv8zk^@6o#b<({0d~z zyI+e*N(vmNcqMIgwH*n8FdSOU_4H{`&0)WeH0{M}WB6fA8pn65AR**`YQaK4OmySp zGqKRLx>l6P&GU(BNv+#SJ*-bjYdTn76QBP1&7Wg)XKY}a=>6$)cXqb+(b>|<2o5M< zai8cRM=~S4^?985X{^n`VyW?*V zqdty8t{P^*$_2`6DW=eWZey}1`1vNun=p z4>C`(6m9+_XjS8)p(rl8lC6KmP|A$F$n5D=(%n+Hx?pfiTNVLzy>xPtTy}Wh8LyLp zKK%@PEg*{MYcVS@D=00opFRU~R(0Sq_}EXcwMtg7OxPoYB+DT0~3^?vTF9 zCpAlS^{Ml)3)*LDpa9MTX>FP@p8JFrEyNaLd!p1^?o(kH z?-y!G?H;W5FGFg{?C(*Ny}g`&BoL6lr|zhU$NgI?j&*UXE6=MrP#OW;DaE0saLV;- z^cymfP)PQFGFp_FN=oGhhmu^H!8oA9OE$=5pL7Z^ zUJ>l3=)SG=@T$nn@MhQC;c5r2s?3C_GY!}}j8txA$mr)_sMlvGxCes<#DzK9j1o7y z!waD1T&3hs-xU6W9cVuGw&Pwm^_I&=j}yny=KQjM2V~y;mJ)uj`pt0e&k{ZDrmdQ* zJ9WN)Wm*31420pFP2!*RYg&v@)c7->iQ7e_N<4p#=>P!foPg|LboqF?$GI{p-A$HQ zv$r3-RCTl(lZm_d_1Ex@e__2c{1cZmkk=;B0Jw+?gglET4>rgUQo_JR(^)iGEHvOZ zh+po1b!r>%JNK(=RwO1C-VR1(Za&IN%67-Zy;BcMsLqxEp3QmZ0zkP4!u6qf$Ys+{ z>`qyZa|20YTXc;9DM!eV^kjU?ZSAeT(x&OE560_9YP_D*TU?nSqSTb`x(aF;E|jO4@^fjkorAUl~!bWF%S?iB5QY56yQ zE_`(W(yTE7(OcKj&f7|n(AROtYU3>U<`jpd(!iHfMBXuTWPuB63^T`jZ2>K-w>R^i za+yc1PlgD-3i%h&q0_z~GKFadQt>LkQ4ba-N#BVO3~WVz1450R1$I-e#_GU@3n`nl zTGPe;V>BF^hRrwPWmhH_689nZwxw2of;L+#Q#dMU#GH0xOcqbje9%6>d-5D(G+$0G ziW|)S_>&L=nxt!Hg4q!3Y%glW2tYCVyzly=uvH7c;eQ+cmXD|*=qTb*M`2jC69|t! zO!UV=w5|7pdmMT@`EuF_d7buuawx?voP0VF2Fb%|E4@2Y zi4MA%A(}@CyV@>*yOp%|ARya-<5zuA0FhAcwQ)rx^f}Vf(D0@sU*0%nZA;*Lc zm4U8CQgBCY6o8RVRUZ-gRrFs}!Zvtnn1zrZqtI@B*SzC1yo5@5Xvz+MTA+G*y9_i`5|s*sJ3V%`uR>{l5r>>^2*0i9b_Wd zSzPXQo98&qelB8;5(S0Vp=skCTtX2EBMnR|L7*%qRbM0@hZKVkz7rET0h_?SH1#(r zbwICsk%Ga%Q+fHGrnY~7xy9yua+O`_{^qFi$``Yrl^9ZlrnI6rz0-d81-Y3sl1t>S z6N@cH%-n=WdH23ZN1ez5tx#WVAaOtmf}}&OzLFx$-`>zVjls*w)P%X&;8XxSagQ3t z5u>+z!oz9^>#=XkaJbEo7yW~%epGX>w;fp^PsJxj!5Xo0t-_#x$RwgP;=}H`W_PSc zYU_@Pu=!qkyF+EiGndx;#?>@uL1aoQ$V>N|J_>=0Ax?CV+}wHB@I%RiAHKl&I1yp| zQzPd6AjC-k(<}3LMD%i1!T_H`gt*L*XXB3AW+CU>O2}KDl7afQCLsmHidaXK-}rp1 zv+bNr&+11h*^VB(7G_*2}*^Szy0faL_v*cPgq z&1U+QZC@Na|60t%!GRdUWU*gUS=dpP-7@>YwM%XH-g;7hvDoQ47#(tP9J?r{4GRb} zlC6excS>L2rxom9Y5u*)EA;E-$dh5`mU#SqUKqR#;m4#veq6}1lkbCMOGQBzqYMsx z6rNyN3FH3V?h>Hju5dtxAF0_vtl}&yoLstU?tQ=OT0*080qxg1_)|)|;UiBgrthD~ zsS;{L&TYeg5f8GC=SOIqKz-b)(hICb0p7@TesK%BoJjaz^N1TSY5vzW`Pzde!&=XHMC20aedP%pK zfpd5t=1t2vPUp6+nnp4hfnl>xthrFHYGeFE&Z!)FNy>q( z^t&DPp`t6DGwmVfZUSfH6hv*~POPksq+bww7;a7Oa9L9O_!@{KE7lZFZP%fGlrM+4 ze7FwHx;lfPtofCyBwex}^!f$be;~F~PWe%PU6b@HE0w)R=-ZWx6F5eqTKE<2`27iE zs@gpynN~swqTM=Dth$I}6^2uG?Vzkyey z5v_Usn&^yFPXZIaB~dt3VDalZ4=H4I5PJV0%|aqF8hsF>#$$0X{Z zBy;pZP-_}mlx;@M>oh^qwlP9^q#^S4JAhb}h#~5pQz3mi$eR<7<%Uxi}K7Zq{L$EzF)WiX&$+&0j?VITo<3>oOQ2f5sM=GJDATMgwIaYbBd}_ zD-$2i6-nP|i%484iM|ytXR~X6Sz`T6d(Q8~d^x0TbUyG$zyey66$j+GKU9hQ7?CAyz1NN4tq_0z_|aeaQw$aiv6zn;?C{_PeR@!Nt;(~U15SjMut0sE4nKdV zl$fH$KIaQ@N0?<8J0eSgG?LZ9pCs($4*;&UhS`VeCdv3L7j?}GD`^{lDTHqLXLF*} z+-C_bisbTW{LXO+tRKLG$4GP3u7)Yr#o=0HE&qTS&xdg5e7hzC?FKE;{S$;Z8i|Y1`_>oSJwWe4 zq)1U8qFe^DM6{lt$1j(V75ZzQ9yt?N9aFPO8F`j{P2WcRe<0}4hE>Ss?9r_ZH8%M0 z4=_8nh|4PV_(U*&@=wE(c-zUzTknj`kkdzPTshgt*^#aFzl2)EwCBzH456*oi!UAt z#?uj-HFnmkp`?$)(LWN10#bZ_#lVc!Vd!PX{k+)X)r$HBYBRn)4>!$t;fk%%J zpx`HxoK{>_T@kNTc@E)Dxn3qYN5u=NL&9@9(hkl-gpA%0c2|B~+&urQCTn03M~DE_I&9ZdA|q zy^LfJA7|r##`lmd^(1o0c~i!`{~%1oAaiKpoB6&_A+Gs=wVu1D{!(OhPtYv30}M_p zfHA<4;@*S$+P$XOog7@2fMa)Gd^m~}g7XQ}Np#1zM{Rar-EZrVF1H)o2dAYy60&np zb!ImXa!D;yJK)~ZxSsW+jf4jZQHhO+qP}n&WUY1CpJ#(6Z8IO=FZ%DtKQmQ8mp^UucvF* z{_t!vB5?Q6Eh>NRwkAJUUzqQ zL3bB7dS^F&`hSX4%*+6;mSzBRD_b*wh=QV)l)MChQbJx0AYo>2=4@mOP;@i4wK4(7 zTA7&HyO>b{%pIHow*PSeCJy$dR{!GULjP|9_U>lRuKy4-cXqG?$cd>6i7Uvf0>pnr z7*s_7M)sxvS;>FO?Ok2C|3RCX7<>L}I$D71|14Xh|5?WWv;LQL_WX}U55vR+Ftsvq z1sI!ISlPoc{7W|}dvgZ>`+vfwZjS#={X@v*AASJJe>9{5n3|dYgLbpEl{d0815k=M z*g3knnmGgH98Are?E%6Lwx$3vPgj34ds8#h|DuiTtZcphfARkpA?0fHj~+ty7XK*7 z_@9uKi@24inW>_c>pzm48`=IN)xYB!X8$>#e>M6~^*^lu|D3C-gT1ZS|84lsF#m4H zAS^ATpe{l4zcu)GTFlbFl)rnA!aPKXgspoSn_= zUH>inKePPT|MxnXnR%L-z-+8KnDB&JXS9V^`HPh-RD;tj%o(cDtTF+w&Gy~uAX|-C zni?Em<2*olMWf5=H8*;=GoTR9pDh@4PD&y){MZ z-+-xO+nLCN-A3KJW^HZ+D^ky}=Hy@0OFLEYAxkjD8di1zfb&^w z6{m(oUA8RL8?Gu8BglFz!AoX0CjeX6W0z=OK#)oBoy^EXonIa6CI^4GzE~d--7gcO zN5$h+bPGw|V;BFGyGml!q>tC?ZlXc+Hcq>k#j6KqSva_B8#?ugt{*Zg+{dOCb_5}N zkad?Ka#*|X!&!fYnUNs}oX2P~5E*Hc&x6HrwDX(!?pL&2lN$!hA5!;5W;@``HKsb} z)w@EN5BZ@FSY$0@&eL*la21~5L&A7xE zOa!!M3og7|XJHa}B>LQ1q=#kvZwc*H`Ou;aZWESsiVAzQB@=En6CPyJafWzHgLp9>qB~lF zx#Zg#8WMjFpBsKxwG^c7rdOH=sf&LzpkWzov~?rTJN!ZQdnr4f-NK3~F)b4=teoz+ zw#`^6No;yd?g{J`i>Qcc{sbgkC^LQL3-T0%pl7*CRSr@{Skpw(;8a*%#>#Hp)GL1q zioEt5f;l9Pl~}dA)X)19n9xL_0{0FhXD-9vRz^dx zbf99lFh!D6yw&sjQxwe2@=AMV`z0vT(3W7df8E<2XA&6mFU;j=vQZrRrB+610x<0! zFA}okRX>=lHtD#L${9(s=*5{d(GbAeVl>Sgyyn=Y!Z##*B8!KN4If7G=cPO=p2)z2 z&(42Wj3=SR1Z6c5&0g+ZFLx6cuS+!{sL!&1Q8rhLxV2!(_+;{TuM!nc5F%At&NzjI z0y^=`uZn8YXS<_<5O#+qswuk@uE42)9jr?auH78C8 zLn`LgxNN7tM5kSw!~e9E1brsNqxm)<6G{`p{^+xj-)_cH))LbMr};&32b{1IYkPmq z+Sgrn(BT4CjJEQCa}T;@hqBag!gz=Epgh~RA41IC&j6v?8bnn(CPtSH^zvcFxjppB zCOtQh^K~e-q~z3)vofU0?bj+|FgmNjSh5YurW7)N{v5B%&Zugs9CNir=t*}%CE429 zkZ%&bbTJKK%i69%IR;pYOyhpemLGov-?g}7i(HRoA$)O*k-vVDhWtEoZl~KP^m-u< z0Cgee(<_m4aq9Z24NlI4q6qW}73I1xo?@i`Hk)T(t<8{11j&a(#W=$)KQm2J(3!@b zT(|J*$>^9P>FJ%n=ex!m^EiZnH_tr_2%8a%c|?x0hf&kE`J&}$qNxi!WhsBu!q~j<(N>S(;(AZS|AyxmZSz}YfDA=K>AN#Xrc6`Z~4`k_d3Y12gkE(dmcYhgd%Rh#NwC|qYJGjaB$Tv)y$a3~ z9uri3!4qJr94G|8sJ>v`*pVpl=2Mz_Y%w&`D~pCKncsB#qr;Dhz^0bNzH{x@7s6-p zX}w2%FBVB&J**4iIdP7o^;8+bxi&88^{KQn>zc2?@jW)SfT^XaEl8jtc*6VN{L)JITep0) zowy1^MPM}a<-G~hw9tQ)zSdb7c-qq3z@WbFm9O5VwGr`Dr2?mSh#I4k!G$Xu>tW~t zv53}fTbmNRLC`i}Ke-Mtn-Y1+-i=0;&hoS+rH2!t6P`ydt)t{ z!OT=sl;qGdgz4FNYrIlH!_3NPa5|Z@i(47c@HLFTtfaBCUtxbxj{5yF)ara-j4~@J zI&)cVPWLnH<@DJ=C=*=*s9{U(pL0+jlyib|D8Td8vR7s*+P`Q>L68q3{&uEj@0d+F z1lcRW1t!dGC6$-0dki(}*5QJ+L6;bP2}F2dYd(XC3hK4hwX>Wg~>n!A0VG9nY+SJLt&k0dgwEf4Dr8@Z=&?s zw(V8^$#iRu&^vxfWZAQ|JnaFpO@~9tW{rR}HOM1U6$-2#2)$tZW*_6AsJT}nYXXN4YEN}pc1*#V>XiJE;rS^GGvH& z;pTTvZ|mL!R8!`+gQE!w^#TA{w~p~8OtQst{<(GQ@$#9|**y)BIGERJAvpu+5 zi5XzcU?bQRp$P+H31WC;j=e%L6s=4%ZQWJybW2vmC3d~f! zFV5v(ew8#YaJf*w0%@(U1RWK2jyG#T&5C)(pHB^>J^p&LzrOuaBbSnfxg!M zI`q6}CEmyBusJ};UmOc)GJXc^$k9QpB`f8Bv^`f8(-3$q9Siy=`Z?lGx*y_m+smql zZ4osvHyrXd&`?tjDtWWFRx5ZUDyGRa58X=;{wl_}(fhF1L)vo4bR)zt37uYz_ENAw zrb5Fh>j0`aCfmk2$JG%`z1%l6#?H+aH>(|-#=ZZ`85FEv6P~BK#!N9nl>lpvJ(AIX zGQ{KMa{hN*9?fd3rz^2tx@%hRdOT-d!1cpnXfk^lxRbkHMTAWG{REv-E-?%iy}Qh4 zok8?9X{3!U%|Wk(6y-Fwk`j;x#q->jnEHhoUXOFnBgJsa<@YY!245LTiTNCVfpxNP zjI*Y=5lup*ro`=q1cCx$t0VpGA~CRk<^2B97ve*(IcVva*!9dB*t1kIb+*!MQqin< zg;-Bs`^>*_nG?V7K3*si+)39>q&XF(`Eh^%!UM(a(&dEYf*tk5Nh?P1)gbmrcf6+p zwU7@M?rwA>J|ZX8B@t?O*BFlydEL3~Yv?y)%N@GB=JUi-N>%xg>YyJEF{+(^D5wuo zU>JG5i?>g+i)<75ToSsAg~D4ti){;RB!jybqWoxtYW=IDfA-DHSIC;7C-m!TJ0gdM zgNn=OzE++h|3VI*6xyyv;z8i%jljqqzjrOcopt0>nFL!y%l}RQz9^g-2)4rH?{iFQ8Xhxe2{*Bu0%wQkA$ms zh|S9nf-@JvPFbq|C?&y<1t>?#IiNC)R2*F38eNYQGNHmYB$ZSOv21k04>GnhoA_5X zRHNCEsKU^gjtM8Y^_Vfw_u0vYzo|!%a%Yk^h3g7c?V~9fBR~9Tz59_06(@11rf9-^ z64rV>WBdZBfG*M7c`lQGSHbFG&c{(-Ucfo3*w5q#ZCg#78{H)JRPi)aA3FbgcO7nH z-J^)6U&1!sXsOGTJ{M8oP`YF!Y0xyZXso!FBp+k~HoF|m-m^UM34O$(l7tc_>dv|p zE!Kdaf$nfORq?^MAgRgADmdJU`5bdqx(t0`4vCwQ9q`+!Z_A0 zX1nO&A-C(lmHx5yzgSSw1%K&V+Ov64MUrH){CW`EIW8K1TW^1Lr}#$u?b)~Y8%T;3 zF@0~#kHQN_jJlp5iPmBz3w;*^4V_J0L@6TxNKebJa+z0?KO^)UcAk5n&sU8>@aLj1 zN)hng_*L8w`vC%TtG}HwN~{&B;tbEO!rgkm{N7%kIYFn6{CS}cnJduQgdVT=8Czv} zp+}4&D`{OTPynvD{Qdu&kWc*jcy8PZ7Voz0&JWonR>1_E@&%FIGB(2@>nL>)UWpdQ14G(u2 zsk3X`(nH_GOz}JOQ$$dqjEJVtGxI_tG2Mlhjha?}UsT z1$RV?ACMLoe_9T9di)zAMe$o5K%m^_X3K4`Id7A5tiNXY^M}>@P^SC7(QkTf1Nz%| zNP6DY?pJcpJkhv{l7TP2Q-sHgn9Gcxki7eng-Kb;b6L-or2JQ;V}!DDT2XaB$I)Qh z@+Mw?g0J=&DH}3R98AHZhYBXjT%CJYY7!*qjTFX0q5jzL{y4EAE08FPaRZaL>`+=3 zUT2Du>ELhN90`Fl%=N)T2?A^mTp5#znQF&Ad0{=Dik=IkgIhBd8P&BJ^af@_c}30d z87+MKB$c)V*z`-sev8a5bqU~QJ(m*YgX=AS3W~Crzv`f4aZ)G94#n2LY^D5ZO(6`) zyO_l{6Zku1nIpLa**fryk`DWW5)}IJwJ%Ac$8XTk2tdXJxmy07sz=pN7u#8v$i8-m zzYMhM!62&yyAG^RCK911uU?yvH9V(h7Zl<6A;%*eooAlo?RE#~0ZS&eLD#8FX~Z{w zV6Kd5yda*aI8yIDs^W@}_Zq!*0bLi4Bh3)|m!8qhO zykhw%EVHQLD|^O_)rk{bWr`qww&HO_-xuXLrPN&sdj*kN`e}h6)Ec$lSjbb(g|OO8 zz?tHUS>PV1Ny+hIV) zkCG2Hw9zfV4y=_jdA+PP6&IuWFWL#c&MRh7S;%2Jrcql9ErZ!R!Q|D!k-N9w%E4+! zZSaI@7<>ALcUpI7UABpN4&<;)<%^PqQFnqg>QaY!SJD#U(BE%g+;41u2({HUHd4d} zCXFBnvBWU#6z-E}^j$bylb)lm`*Ea;{pjvJcw_?)x2?N`n}J}3)KxT-9h^FTAcByK zM=7FtifLYE2&UHH4I2T~Ecg)OF;(+GwJ(cQpm^9g(rRR5OMG1&RG41e ziC^b?7C)1T6rn^$Vd6%AuNbrx-};^M=yEHuM)I~v#ASy`-x#;Cz#ppD8%mn%fv{Y( zc5qSW4UHEb?&vbA1IFw@F5*Tg#oquD+iuv0eA$T+YF-+{-mdPEJ~=SDzL-7Nqk)7g zy&tV)Ue&Kb2s~2Azx=kz8#zN)4NIBoeIus$j_;a=T|^9&o4+LH`e z&dh!zosEN~_Hs0Tu|jSgV1;IC2ivN`JXlF%g=*<5ikD<4O?*zw(KjD3@rKuGx^C9d zK~N0nr-ZEbY6j(*CFW61^J`xu0Znwtq4=m5EbiF_APyI5*WYLgVSWbEF?WR1B#T)n@hg;9we%~|0loZxJen6APKcCDAPjRqhB@&% zpVjxh{<_U7j@SX(8B4{Gv`hIb#I%!6FC<*^T};iZ~W_#NStD7~r1jzkJuv20MM z%cv3oW%jgx##*QcL`K?OoCAGWLd3)8f7+|2otxT%(cHk(tCe_1q*H zzVrBW`q)3B38<`N4XtV{U1l-oP!3pB8sw*>#Ga=qyx95t;I~$~T?i^VC_~qou@x92 zQp_p9xk|7eqFX0E0*z6r4G|Dlx|2iCE4L7j2r1cr;p(Qgcb2Vp(&rh?z_tbA0-3Ko zDo%9A$2iBnLAc=V$F9o@)X&+3=G3TRhhif(BHDdi^h;_fr6BqtQAv;yw{{J2RMkJA zi}nkU5s5(ejGE_JkGYB0F1u`wV^S)%yj*seW-XOK3bknff_9cF0ta(H^_E9y07Z(UC%X9TT%c3|+N z`!u~u4sf*~9^%?{4!a*5m9FCh{5iKt_*Td@5Axg&(>HNcsqMauA%^-qmh`k^=^d_by< z%NJ=KCv!vX;TI3A!cu3Y*&0O$J?wScHd*>*>UXuvStK1bXHbs(h;h)-n zFzstqO!?#Jl#u++uy_xk|MS(R1c4pcbE~hpj`q#eVN<2MgZT${$6dNb7)kgcdRGUf z!TGoZkVkUPk#+GK<$3@#c54OA0I|UYHd$JdPpx$LyMayH<6KSWe9NK4V}~~5B+CF_ z`-^2az&Yp#Z`J*;i1(=L%{(;b>_pao#}WtEtzLcGGk*bWhmyN88_!Q3Th2?C<+2C~ z$}3BlHqOaq+y*MX`ZI`s#vj)D4{D6sm5M0E&T3hZtf%iZy#y`G?I6_Xm6pA|uU z-)BlI9Y0v`PaR^a#&nnGmzi-K@Bgr`h@Foi(S`o#J|{u(8P1Rx znisgd!M&uhdZlUgpxvav;y@>Vgd$#fY>{Uv)bBgfXK7-W&c?YbCkX3Ltob74SA2qD zAZE~BdI8OB5ly_NLZ_K9z(;zImCGzZ{TXqW$rLF?8A3$E?4&bcFJ+4iEF&>MYGM@y zFyhzfVa)A`cmI0IXjD`!WT}f>|1=mFkvN{$7iDGKp(=~RHh7O`Oq*bTjZCjq#3HHy zl8ke~D7#f+Jd*gZu+2s-O0#>nkv8{bZVL--& z00UoL0>95TjpEMkcT*+Az}wUAlzj9Y$i>kn^=AA7byi9C>oQ?b(DW+d~Ker5^VL1PrE7T8&FR5tuTG@lT|>&LtL z89Oe*i~ZgDZ5@=(vOD-0M0LF6{WAuCBEK*b-&a_YLtbFX;_NFYH z%r2bcR%HsxH7~2{;xv_2)C$o2%?DGw%qr6r8hwynu4KU#d<&#u*b$ZyGI_RH6JEZ zX9yi8g>ht9p}+z{#kl)|Qcqa>?Z_I?Dc6u4h;((O4IO%oHh3v@ShVE4&TdOWm1Jg% zJwqWFIXcdN%Nc-Atu-0$_5N}H!<)hCkIApZvr&ImKY!;1-IV%G3{v&v7 zGmey;fo;41<^&U@?@X?jTNR2yLWO^2hl?}A?$hmmCZmAh|M@P6k{aS*LhFBmyCq~h zV;Mrq;J@W?qmr2`yy}6BXy;KEyrXY!)caZkZ3Tm*jL*4jVXG}f%i=GKJ*W|<&|m$v z40A{J5K;NN=5Iqq#g5=PW556E?*rzHwMaD>ouco`w6dEx_?z!<$l1!OxBmI2yu`!@ zmHWVdC*3GE?O>ejeoa7Q+v{p!WJy5<(#GJ!fskXnZo~bTEXfn1eulp~xu2`{tP)i`dyII0n78dRsEmHQlOPHnA13R@9b3$hM|7*lXb*mN5G?1kce((M zD_bB5t}TSyiuxS>`d)^|^r_?2j}e(`fR4h;8cs`fg@!gKg+@7$5YZrEg`xH+6s;7? z2E#!Tui*xfGN7$DNWtMRZOc0fAjbE90ax$)z@j(z3nkQ4yeys*59FdrFuB><*j_uKqdPAhsw4gE<;bmnv30Fh zTB&{3n8uJoR^)ubFCAV4Y7ZVY`C3HUsxYR+yJUY5$b}Va7CFt&&0_JH>b^unKZ!UJ zG9ZL38mKI zY*mz7g|lFt6q78=Gnm{&eSX1zlCnROP$>4n+Y5y-F&Oq3Sxk*7S>i>Lc3hrsM{xk- ze$gh0LL!dmg;-<;epgbFg)1L{dmOka1%>a_W_C|3B`5?oBIjFv#S03au#*S#jdph& zMiM!3()ufkLJ|+~Ee|aZ%GnG-nzA~hsT$4Cz#`>7up#&NKzbt6*E^5HELJ zc7k;$$2Off4WVm`J7PzGk2RhT4zPF5td7-n3R<`9j!_yd9$4GH;bWvK5vLvPklTjApB$X zSczk3+ff+oH4iR%*MxIU*2?y&ev|ZJyDJp|kEfVHU9J@A{V}dK+mz*S6FoM|lXEZ{aC#-!(*yuU% zwK)Zv{=KkCA(q8|f)b6XDIVHyzcjRf7~0)VbongHRmVQt!A9W@%2y;Oq1*Q7Vo$9t zcIaNL(DooG!2z$-f@pL4`d_yS=p2iq5BIttm5WMV65@Mi!hIhH7+(ET#&_2E){=}Y z2)N%Gu%tG}qd^^YG;3WCy&=dJ8*{<4PIXo~Gz0o7Y-RO-QX(Oyce|ePrs!cV86rT6w8%z^SVBtILMzCr(HCVpl+#xhzJa)CCJ)+JQH<*^`%N z(Qt$i)z3LWsC@szEhDJMPK!3GL#kVY3{s;VR_s+I0|y!z(g(~JCxqPcN^muCgFAxK zm@RHwUm8WMw1}_&Sr1N;Wm?VJvX@NqT`psrn3=~UVOpVj^)FLc}#of`b;bCqR(iW0oKg~^GL0r$n8Ud}!L^YiJ_YL&h{>s0{2r!(*+TGj}Efw)pgI+b}eFL43(cN9P5>>n$lOqN17 znvxhn50!1YlUW0)?}v?|PGhq47^*c$F4XcKymnNsy&i5mCi>G3({DZlqp4ss1C{or zwbj(zeu{BI6wM(LMj<8S?Ah*#O1BxFNASm2eJ! z1SYRoxT|Tnm`4S8iCw0Jil^~S`lBLy>d6~#C%}dNsZCy^%iZ}PpB-GvkQb7o*al*O z#o1F8m;0|L1AKrb?qBF4sjXi;zPg)DEY-khT~$hmP@%iKyR~0_fe;*%Q2iaYsfUN> z>=?t>P^ry}%rFa3RUOZTaD7&PIjhWnD0#gD3b*UWX)wD|)5s+a!jWTEcfgUY784J) z{p3y&MtahV7P{$CLk%n2f_g2p$zGvFE5{HZU+Psz-jtZ5;b&stD8`t{Ti%xV;VCx= znP14jyCywTm}Ys*9Qi{wD0KsNUCdFp{m66>1j#c0bUQ7I*(PL7kRPECoF)Bq2q0 z>lgx>t0Iqm%=ymSo|O=JGGzFFGsI%?)Q|!882l+A<5I`iZFU2-6anC*chW89j%q$U zvL{fe#+UAu(4Rx8nxvH6-VvoDsUTVi+Z2+J;a$P+8P6SEK7q7tr3%@0t_dtmzF(40e)>p9rPJsA#=_W=;7`+h1R~-+SNV7g~A095OKGwz|uF ztVfP7Fe>U;0v4L$E~R$C!DN?)?8LU^6;Tp$MIngpOiq96!t8sN6T(%*{h{X@;B7!b z^+tBu^Vc2>hjhh<4j;UK4yEo5VOB{0yD}p+Nu8zXVne$h~A3>r!;Xl;C0axlW3J*h1tS? zi+{`}t2sTIv;jpdluU8YGe7AbMH#~6UI`z4K)ppQ;D{f8b~^FzMCm~^IDs66 zzr)E?r~Ph<1w0l4cs7% z7pNn$Z2hK1QmuHR;csDfW8U=xKkVjZO=OHl4ZjssG-IdgmOSfmqTth!759)wDNU0pA1sEZ)*Am&BD2VIW( zG{!*4&{qQWnpzJRcxvHzjZr8>5)_S})!lTKBwmZ38up@28gA)CkAPMy*^|d+%>f}T z;Ep1JH}hdjG7YBz8^^v7Ck!7mo?W18J9>Hej)&TG0uD z8pw^Uj=X&2(WH$qFwuFEUyM7k{C^R%X3JiWH#NI|jekYlR*`aoM~CtVp^5CdDuDMF zAD?50Z;>OHp5+XEgoKih2X3|XKWA&Y1L;D%Wv#MuMN8XB3^~TeRl<+TW4Op*=E?d$xJ* z%6Pwjde8kGRwKAtUk^LD=BkdU?Ib~9E=tQ)veV$+#^Pr)1aWi*3F7s&28ySs;M>9v8okiYGn>VX7 z*&e-h$+&2wdy1oCilpxoCX)E_9ZfD73EXCXq#%L?5x?_OS&$$&B%nlrf@7MU>`~hrHc52{O&qp12b5E zO&fXwjkfFN!-q|d#}N1FeLBHqRF`q@qh*x@6-UxUj*dC+=$ea|LvlpK0vp^`B2|b$ z=|-RR?zRC?P(fbhCS*lT-Q`LINl37@-t|n4{n8A(%a3zol7J@|kwv#ePSQU!fU2OTrWK$WaSt$O2WuQ>x;wM#fjuvKTNUaYVDU62QAD(kLO@;cgGrk4MQ0# z$vHtDF8P60YsxOk4ln05n76uf7em4wor2b?qQ-J9VrVYmvWeyvPX?Q0k`mq}1XhKY zA~KdnA*5~d*E|zYkHLmscv8=r?oabOLxnq%kIWp`?7i8CA6Zv1PS>b*X0Tj{*;+~M zHFGT{61+v6Z!++hSj+i4EI1v16(gx%j>#a9nZE)&lV2XoKILXDe_F8BG=t!sNyDL{ zzig2zVZ>TBivF+@xYz9H?#?9Nc4Pz%DN7;pQI8Gl14`ioXitLNL(nG5Cc+amD5y6l>0ZPabY(g7B{) zQKp!^k-4>u*+@D@cyb7WKj*SZ{q2_rTNarim3vDa`K+&r58luCLw4IMNPG2 zij#q{hd)m7lj&dUiMq*ud~lclN-Qo-p?mtc)k9m2VqNNm&3*sQ3@Ir{q#gA*KD9er zeKk#h^qr`It&}X zsYJEdQrgEJqdz>EZ{bnHW@;rQxx$A| zW+E>6C&hZ>;-1OYz_)?HpueFqdrh&|tMKWJTJ1h*>sEHMXF5YMyM_ zFyE_qW`x+?WFgvr2Fu7lidrNAByCY+B4{(xKtc-%gPUVUEpBu8+}ISH!Y z%e5mv?{&*$18Klf0EbOpXJAblDH$e(%ab@KHNW2{6QKEjgt83b9-Z%@-uV2m8F!^O{_T3K(X(yf2` z$Z?jswV*A3w`&0;?gR;bg?iIAwQyLF?Xs0~wTRhrhw zxOeG1mIquhkr!G}^--N{W#6mPQRP?X5*2Bw`yo2|QZ(cM`EdvDJas7YiX8^uS^Gds zjeDPDR&b3Tndy9P=tYu5nhD37z~f7(+g6u06$BW6st-atglygE7YazvK*P%*`?7R} zR9+b+mwsnbAV_M7YU@B-G%F$6mQk_KYMUqAstc32QhMJ^XiR2`ng#Oqmu{A%{hkXUsW@Y!aia=E@yFID7>ih5v%jZf|~KC zar_rXvY+9RtnfrL^}JPvsoVApk)4`Mj{B;ABpq9+PsJo-k2;h1B_lE=j&Ij%Fl$^b z`3nyi6fM7B9ViMLI9|s=(jS9M6BKzfcYABd=lQL{8ABc4Re&yJhv%KHm9-=~T=zwRA6B_Di|WuKF8i<`K7>QU zr|XWVIs_i%-E*KZ5-&hH^ATmyX?Zkp-@nC1T(P3?nET*COR}WCsVX0<`5Tb7YD>Cz zU4ssl;#iN!SZ%@40tKHX6U6fo)>4>%-%YE)$G%hzH*^om`+8%W}XGY={D~nfXfA5LV(bY^s`nZlmVH zK@w{>Sdz1kz{Qu^&8nRpvYuInY_VZSi3QBm?I!Cy;10(2gF%J}-7Req9jv*BvA1+n zR#3}%CL6TgcXYmHy#z9|#T9md{=^53xmYk*r1~xtuG3bnP_+kr*7>17-+sfq0B3T} z@+V$9H#FR*5uUkShL}(l5;6jRS4m&NZ%R^L*x9b;@wlaR3=Ggm2=%+PMu%-c;tM^> zqfc>zKv=bfdb?gRj16#xsjo{&jRuv=Qorn!d_R%jiOJCtC|OU9ZAg+$c9@~YdiR6N z5~c?D^qW_iwh3Lc-YUN%a-P}Jh%Wj$GvEq|CWV)BZqi44F|Y694Z-7ovs1M6pceAO zwz+8YYY8gT72S*PERuCmIe=z0U0;LO3h)9dXAK;Q^VZVh`1d0 z_kt0h>m$%Z&&B4*;M}(BU#3fgnX#`x>bEUK-WxvjT8#|xT!@{i-eSMUBIn9!>Liga7g?X5Yc<0oLtbWMiu(k=IKh7N8^2n#Oqi#a8(pqbz_MNqXJig*q zWYGw(;yEo1q~kbt7A^G1syA7Wi+sVoX>sMWF2zcJmJQ6TZMY`3hH1He*spNK zJJXcr+6JcPZm>^foLm4BlEj`id9eaUbq&)H^HX^j(4gX}wz21n`Wy*$el4OsAXwy+ zCyE)+r|hVks4|$&=i^Hh37T^YDb*`iwbX?Lntk@qUfPKtMVbebV-IA+dP*4@9v1^` zx_v9QU06+jtW#X(D;d;hpR62TVaRTkcaDNo^9%KAbw-S~%r=$HOs6jCnJP*Ve;17c zrU=OxpSn*PX$8UY+CYJqU=~NCQ-e%)B1IO;mgdvI-~e+QTA9DQX1OaeeU7z@KUYr|dhuKVix@x->FzV={#K!0q?%UVndEHG6?Qi*YROA?4p)!n94 z;+s-`RfR}B)V!`{Vzf9MYAFLlX`<+uxUIk|y`D%5z8k3D45v7GE0KTasCCyF*VPwG zt&jA73<#Q!?qi*fjz7HhMEBG&@W1WU>R}50^oE@AYSw(n*5g=2Qd+I{d;W8IHlhl5@2 zd14H2%(HD5qXP8aWt8qF|1-$!J zfS)X{P|nzMgLYXkH(Nmm)Dps|JE6DLo`4vQ0*RfNiNY zIQER8jhRN)WoXO#lzL9>^xaV={{i*JLDM=bC-_xq5dniay#~dVZ|x5aHIo;ZBKoFn66`1 zU5_z^S~0XD^d86Gzy$NC3#q$*n)gd6^um)WeAg|0GFG`!xOa zMME@qTGM;iodVwqZb!PjP&k?g;xUPz3J21N8=6?%5kZnh?d%-Wku@7=px@2a zs@i}b?EMc;agS8R4*n{Cm8rjJ6_?hS07b=aFD!!4D(vOsUr{V{7!HF|fu}ebWVp^` z_1uW&xx@Z98vO*yp|`H@WDN9afg*grEcnh-kh-u4e(%YJ2GrB1PeoavYpEGY6N9dC z-3bX zS``?q;ozm)?ONU$L~Ud}M-)Fn5g=JQx;aU|FKI*RUr=K8{`%3~87Tb%{yi`Ni^phV zSN(X6p5?lhL{>nXrD$CviYP9t$5Zz?lydya!T%LuF-$e7Rf>v3WnnM`ytU}C)cqmv zkC*g^+Cbo_X)6hT-J(Ga3J;ja+Rcmim`h|krLE>%5!KHTZXRMTuO9cD35vsWIs7bf zUKoCL4@*3D_4PL$Ek~~xIP+6hrIiIs-a=&(c0uN6za>rt^RhxOd~9+8!-y64cL%nA_RE>QtYHwZbo4(D9_IcJ~ZnL zP{$eo@@ugB7;T50hQsE#)9d*|wg}`b847xT2rjPLYCa84Gt3eZ1F6?C5auLVK5;bd zkJP=9;{nDTR#bZDTl$Thlr|@Q_Oc&d1HF0k;?r@j4TI6Gzzwr$wJ8FAcq*SVK3@*O zT~swF=|^dQPzeBozJU~O*{?pW%ad?>hSnSefs6!WQ?~X01R?_6{nGh#id!CC^I~Cl zWFXDJbta32u3HlonNF$N;{SpB(Te-Rvp*!CI}x9p(ERJ(g8?X0!XLee;ZmY?=z`Nb zL8ApAb^HOfh`RT6L9ynZTTyEm?QFx4^ z6Y~K4l`J4id2<|yc|DzULFWpE#C}S&qt^@u@QAuJ*CJvy{AiK+97v8LsSFvwT)>4y zokHFm7KDbmx=u~E021$rY+WZBikQ5Ru+FX({Q8JXFGN6fFQ9HBK;QLlsJ@aJIn}o2 zjF5YOore>vG#b;cMh> zz~^ZkQJ1N7N=`5YukjKw7=UXZi%aJmc$o)}dw9*~&p4GBdgf7xIOgrOv=oAJ;4Mpl z+gcz^?o_i;oif%Y@hW(vvvkzy+%27BQXiX?VmChzQPy(&d< zZBJlV0H+AQ-0`G%1Q)^Vs|HwvKI^^EN79QA!A1{bkEDV@Q%$*&xV|CoIZQJPBw$o9E z-7&xSoO92)b*sL5{!ENnbIh@3t$G$Uxs0b;GAb`Vv9Ds$hlcnvyIJvR>n}CxC5Cr~* zm=(y`5uhZkDK4X;f2;|RmSokG1eiHl0u;agQ|<(I6Zi)Wv@rMj*K|w(@c%3av;SG< z|Fiy=1$q6)VnJeO2Uyx#fC1(}Yg;EI)_>_H=Vav!;Q3G3(%t31secH${lgDH_m773 z0860NKWKLc2W2xyAb?KN+0n%v3rgC#)Pe+vwBvIJWG7j5Qf>)`$W zi~m0eIk4G3dWbt&|Dzz=e?qoyGPYhoOI2I&KayLSIs7BlzvDW<|D4ai8vUpGpH_f> z&ehV{$-(>oH2i0nf45_mR@0T$&|v)E8vHvg?PTF>Y3pPS&;b9Vs2Rxee}R9eRn2Vw zvqS%-^52~Tf3W{wU&#y%vh@NOu(AAWN!b4N{ns-3zbFX_XD?r74t72OGbcL_fSre% z1HjMD?f?JKwQvW4fKK3l%l^+S|Mma9PC%d+&;n_F#o0nI)Gnmj zI|*xxcTTeOMzolj`X4C31IC&!b2edxSLUKm`|D5<`5}8K*VF_iHiZ@6T#h32^AGOK zI&sf8e>p-K9U(@Y-poXQIq*ii;@9hDiTsk#)Tw1hdgY^!Fykx9(_IIK3c6&XtIXGE zMi_MNjzO1cS*0Ydp9Py|5T$Yk)wYMsYJU`{Yuxs}`N?_P@=HcN z!qp!q=!?PMq-?|sbKp>C6$#5>IEUC~dF>qRB9)enwFNdIgSKxlndHJ*_xsK; z#-?|RY78s2qv0q@&gVkM8=lp*qHZb^%`34GA@6AsS2F^7?Zwj|>GMB_VC zgMM_gvA;0VjO>x!lwItFEJqh2~YJRPVv)XpPLQyFRrkfz9rL37Tch~{y^XtE4tg=0?EJWHyPN&CqP4_191 zrS^xJg`{UtM6C=}xRtIX?wa47$XU zQkJ}h=)BU&4oLo-WY!StWgw7je+TBQt^)k&ylVeK#_)gFE6$@m*XQuvB~tIwg#H;~ zem=J}=V-cK3$dW4PYrd97pO0oz+OKYPdaE!9u&P20kH)UQD#+&Zjlyq zqI2?zGl)_q^-NBb9^M}oCArNZuSMnfA}Q?2@TkKe(R`OZSN%lH4ZAeNe~7>jdArAF z*NDABK%zzvT(b82(vzn4ErI?z&N9+iFmI@~gj^z29S+K?KKgG-!_#8W6xQFSun#8GA~Gx1E@{A{+Ib&K03-f{};gc%b_QH1r=v!V#z`paIuRyh zwJP~%e%e3h6NkgpZ>I$k!(A9` zSRq>Q-gCH_*^B5*IgL;d@5(-^loLz@xn!^Hj-A;Gy9RXre=LZb-P!AU2)<8Qd!=BE z-rxtXewO+NT&`xix}s(nM6<#fU#{h`kU{AHv*= zWeSEJ;I5ONx3I%HIby|OIp09E-Wbw`*@wwLHs=_cb4c?jPg-j{K_7>w$JKd0V z&c_A{e68H;w;qr9-s>-nAi`>2$+p-wzSI@(7JGUe?w(tf;N6>ul435s({PKrAm1EI zr=DQ>Oa6povj0(C@*gB~Tpb;zgy7Uc*$TPK}7 zphpmG3N|N(DFLo>$%*7+D2tW-u?-Y*5M?+Xyz3UwSBaeW4MA)?HOI`3;dCU2 zNgonds2nC%gxDk~xOIXDsu0LGh+NElZ6_U@=2*e(M}M%y3Uq!sAW%~{$y?diwmXHV z$o|8UFtcMUsS%y#my#Olw!27-D%MIPV`Po=uFCwu8-TD}IV}Bxy^`<|@oA^KvMat7 zXG>Y=UKaDWC?#S(|JLiY$t4m5La+10uy@&8V*E1XuE*5G?Nk-wSp5~vo$FXbJo^w- zH#qM*)_>mVE4rQg5-BCncZ(J{vrn8bKE08sH3(!8I*gM65|IYdM>|xvAN=lR#}zCr z^!KBe$t4%Lg=CcQ4GU>lZgyE6P{5fWSI@wOJRG83Vaf0{Zj_aHX12&`eGgBKh)kC` z5_{cW`E_+=>*Cq;Wt#DGuv44h4w`vX){LG8ihovrt+Y&^gk!s-9$HJyMgU{)s;1OZ zmyjgnIAXgpnU5<&r1PVR;uD8}4Z3^9>6h(ZUAo{#Wzjz{wePm2m#UCq$P)zT>2kVQm~6Ok4sw;zKgBRLjQ*|gFk zU~C)J7z`Sw%Sh z+(4HADX`*5C1bvGL_A zMRR!T+0P%1)V6xU;q%C*@;NIs{CWw?EyUm7lJmu%NO8?A`x&exFhsS3O|>9_h=03N z%=u@0*4R%*{y7N)ljn{{$yei#m;dcN*0TZxsw5mwr8PrKHspBASDai2lNIl{qBrSZ*5t5VvObZQZ`&SgC8(^bm>EndsW}AN1V! z{{9p$6XYX%X`eB&f#08b^key`M1N9JR--PD>vJ29AG704x-FA$t(vAvON{;6iQDvw zu&FAD(Pp^7(k`ju>tmUg{*7v7p^d?kXON`?fmitnjzN1RmuZOX^d`VHt}^gT&7mtI z{SPmL9`25?Ib$PP2B9`@vR*iX%98nr6H#xHgjTKGXq3bG2o4O?rYn$x6@UJ7_aftX zy+@nI*y(S%$d2j!ifBD_)q^}@K{rGT6*!l@TS3+Yq(xTy*hz7X7(PIqPE5go>0wzL zRTi?^qeq##6P6E#iP+#SZ=~p8-{Qz2A3q$qcNJpM2XmE0S zT}(Iqn$#?B`W|mzkRh_drHNx>W1gh+Cx9D1D0Dyf)glnTMbYo+08t=_aT1Ksrs75j zDe$#Y2naAD$+T_~7s7Id0+G(`Hkia)7WAh&(zFbvX}&-jWIh#q$$xh+E!SWs-F-pw z4IG8G!6dg|Zo-e!{gUY2pq>N;LM$|Fjq65w!2gDL0MD*#Kf^DTb62W|b?zSpHYsuO z6i_=g$RFW0sem@e>Cfsa#}E>YWd6hE(pk98%SAWbpE7IYAK4+;%Ka+0s{BiYvFAp= zdE5mB%erZ^+VA*jV}JS`3l^L3MnUd&%_XGpUD>G2qYAB4@F|w)XC8X5G|YBi+FEcg z$y*RpZ@3!;4WT9^T}$|}JUxzo5H4H<(_RJB0WcsrJ;R8$c7W z3eNBPy%kR2TW_1BS|ftxOtw?W70j7Ro+FaFXZ37XC!Cd9q<HT{g%sbObdT6)TgSS)UY&RrqgTQT$S~%U2P+&%d(N}TGx;6f~9qY zA~k%9E(w5FjM zwUJxoc-qh0H`sri#YJ)m6gz`Zn>a@BGB;6b&QKby5PzkhziHy#fvV)DA3+no1jk z5^xP#Fn=l%@-S>;ZrREY^D2J)9EuRLe`@;zlgjN$bB608J!J(Y5DSf+A%gA{A1_Kr zEBtpd$$z;{q6&G2b`}_ zijE7;et?}9B*>`=;IRiF4W}SKXUB+8;_0{s$>N`8R<XdO>#xVAmCvdJ#ygSQcw4Rqn-S7OLN;3vs&rn$q>6yr_u+R$%;7(=PqW$cas87U`KP-7 zcqZ38HuQ1w{q=>?fOeaQ`A(&D00q@&>N;Z1^NXX!!vZf;d@yrihqi1-5(1$}w#DykLh4?*J(8gr;$R#v%mIxlh?vQ@(O(gwPoDk!ONV=rv= zn9#8JV=z<48M%R#mqnJWiZ0zqMwY&EhbTDv;&R&g3G98 z8QR)Pk6^ogthM%y;}$OTsxTM(87bauXkt+w9>3TtTKSVu#x?lB1UHgwn90ZDTI$edIR2M+tC@L?UzSsYIjsE~S zJ!ot#LFcs5|E;M(JQqM6?;`l_H~iIF+t<%&^CPn$nA&u!GR&$zD!`D48fqn^2Rh9N zb6S|G2QpCS0>kGa`G401#<_-hsSoD-0HeOv*RcbZ+$8?vY!YZTt~`IfGx(he$gtas z=WehNN@oETiEwqQ@UQI4#@t6c)Fa$2ds%&-qZ{xywE}d(V#e&~G|`bRPak~CxI;Jr zWB%*r*TRKv?Sz=7jTIMs$N2(!3dUc7@#pI7Z@H2x8NnRx>wl`^9nDoAy}v)?5JeeZ zl}#?x@874?_o}d@UB|t2+v1922?81;x!yO&%rWRqc`;ib48qyr09{p8d;{|QKRX`_ zj^@Bcp!0~R5xp<5T8P0)Ed}A!)Sd`_w)Ca%mtouZelz+-#R3qW|73pUvMsOOZc= zq-Rh?4eZm#51f7(7T>c-yxM}J=!MacjN;{rWQx9PRoh^uL#zM6eY=Rec)|zBY0e`& z=1dKyLVx52JE5dFo#f*zO2~{IzV(ju zGmk0r%@@*hqGsrjot916@&v*sfG_rNM7F>a&wsEp@h77l6_29*-$M$$G(}?*vx=*VM}FCz;LzI^S0&fYFYEh@Keb)1zrzQV z<2F65;h*PzDlwRuBRG_4cS2nMdB}Bp!Y!xQkr^$e3iOLJW#I@Vk;>_bKLnw8^WoxK zG=D}n!@Z{5R_VyJ$@E9T`-ON@0}ST}X}cYmbPWZz$1wLWs&lYUG)k&D#Zls4bA|VJ zC}$M(t^ygv2HZ#_H7`yClyTfS!5N9SH3U>d)LD|Is*1l zkk<2R#-%@=;p#&^O-$5WZqexy zrk+jVZ4xwfYKFL?0Z~TmDSSo)#YJAMhM`}c?}lg|$Rc%R8*w6Kg*9en;D6PU_Vd>d z1L0e$y+t$w(1F^$SG`?eS0|nsHIjs3w3x(}Y1W*nh<8WqFRzHQpRTVxaSeTTDiWm& zeG+rXfsJIH>PD;?lMuf#(m3Qn`lO!=+{ADrBbTf;zU<-A9_K38muf{#wp>AQGO{c& z(qxo!9h{rc+n@2UUpcW9_49^eMr1DU(OCsztiV zcVSe_ZHnl@+~GrPyYh7Y2JezLhxD&Yo5GX|LaSb=xL#PkwJY`4(?Q5PE$Mj`27V~0 zY^HS_4bmTeo0?PZ-{|CFC~|a5gFI)rXLZ{!(Z8y_~(@HcHBjdqL3O04U==sEBALye(Z7n!nr4#+*x; z>p!;r4&PSZjBiP7@s7X7Jjx_QnK2G~Ee;khFPR6J&q;yCcrF9?1%GAZ-o(@ig30oW z@y-bJhIi5-E>muQEPtfqB$gSIdg5QrvuDM2jm<=gBO8&EwP(cge>3MSM6^my>i{Jc zgtIJ5B)~GUS`dqK8oS`t3|F4UQQ*GzLt>^N$Ur-{4(5d`ApfxNhNB1V80h4-b&(e0 zyDr`r!b`|?W=>r?Ko;vRsfy7f(E!%qa)S6b_dFvUb!O&wD}PT|mw=+;Z~aImR8vGr zyg_X))Xl!=@k)R4=$oyg8Tl);kL{0siRTlg&*iO%J6A8P+an(jNRH}`{FuK#62Jzm zeRV+h5)a@P^lzc3Yc@?SYZjW~T?W~7N>OL=DbQ(IlD{Ee(J+80)587#09*gxH+3Nt z=v~J|%;vmG_kV@z*QL%iFDST;qSojuep1rA;9gTzyI>^m2ZD*ilt<--cq9ALrqFN0 zGjPGIxJyUZ(efed{K6Vmm864s8m{!)q^tE;zVS@X->a2gyY2A#Zwg3Us$I}Qp>h%d znWrLR^)dc-YwT)ulP_Y;-pAPJMbi<^rK@J}XTy{QZ-4dKS*&QNLy(xTJy^f{?qVub zq&QI}XW_mXNORHRP#;>y4zng%w@^tiiNWbTqLf7q5L0taX40@Rt)nz>$HHc91yeIa z#){~Teh5?#%yrXNt(bDPZ4Gf*?J~O0lm&?iKoA$fTFPsk8>$ZIYYCp5USNdWYjH)* z3%3sJ>3`%dRVHkM+@0ZS=rWm$Je0O9JSPTTTwf*xV-Ju^L;NcBea^ppJ*8T6hlrb+ ziB~y>zkeq~hN07jx?E`*cC_YD4V_`A(^IJ{q(;SDM@-TKonb@HWwU#yV{UP0?Vq@X zOVD+9?SDRH%|;n2vjl`kN9K6_WWg`sDXj6L=6^=7gz@Z#>SP<{J;|=3I}3EB+o?8W z5n971$O-r6p=AwlxyL*)MYhhmb6@R0Uh63>?qS0heRN6)CIPYNRm1Jlj_PtpEuJL| z8Ia*4fabsdzHiAw{J4y2T1s_p#$S1m>)**;EW)N&gwwp6zU6k)90h+q}7h~6f0s6s%Q5ViTV(T)85J&#}PSbf;b(Q z3XLmGAY2pS;$(A9FI#X**VOjVXWXNM*!}5B-EWB?Wed>^sOWQ&xYiOALzIO7OTwtOV%@0bO+2)nE`K%~ z@u2O}ro@R@_M3VrH#3S|L;NS?uqDx1z_C7P+d0Z8Z+z)$_pF^n@7_Ejoe5)l?oTAF zt6M)O@b64sIKZ&pgcpenK%^ty&uo}rp?%n?#q&;4x4RiN6AN@aLMiOCydOQBI}f~w z-hI6ajd7WZ{TR3+jN(E*aXI=*#eYA0f<~@I(kuMfvy*OM>0PSv&e}y027|y&>LevmYGUCgSHMt38>B%G^sY@PBWHDZ%M{%aeE1$tdqIXwxYT+e#{sxZ+%M zdhZ!$l%kwlmp@e`uI1%lr>@_Y3QAi-+BTzOmTGq}>(~`4Gk&+NAm@5y5!>NLQ>xe6 z3b*jVf&xWPm}icoDRHyGp?@TY(8etIAur$WhY(Pd;nBMl6qm};DE4hxlXdej8-nxm z4tuH`yCm<~xx{Nxrqty`QNJ)V20lI+!f7q7ytxEW-OqgK$R#KN$!<{kTJq}{QvMJ& zh{m8PS3&lmVILbAnFvbp(iZqo0Kl;s$yH5)H#Rv!IDldl7QzHoEPrkW73m@U%HLf8 z@X5Yabu4_m;-AFL>jSGX(T6QXxeA!TKg;`Lk~gT5Pjaq;f8Uu(y%K-G-s(2kM2u*w zP787LFT6CpX_=_{nYr~>{0YS>r_U2v?1$0LVyi@UVn@&%gS-VZv6@oWAiYyDft947 z0>TCBKI5sLKQTUY?0-=hNia_Lrs@l#!nE8w@#;IS}~+^qDkY^{~;y+9OT}8+8LQTz|`qj{UKq@$KkGLc)^1 z5|9^ZN#KSnJ#=jtlq+hJnilaJ5NutLPU-$_cr^%}vY)_|&fdQy$6Xs~kD0)By#XET z243g&9~(EmZ2C~&$c|v|#0qz~3+YBju-D1ZW>JS1JAI|g*2YX*Y(AE{uX}EPcA@P` zM4Y)^prn&~X@8J2MjVqMPb-fl#b7*}mgmbuNP>Sg*JcI+f-AKw1G3^u^r64g-wdeE zF4F^YTsFNU#t{0Dq2Rs$Dxuv-W(yxF>H+HGj0XreCto(QVw|3Lw<+&&5KZ zadAT~k~|Jk(Lfk~sqz)*GQlwbs${&jH%&zgOaR3`X6ZTdY=;7H|1+|sh2){{hSEH+}0l{0aLR)XpIt%u9mA}zI!_3Oq zk#2$Wv48u13>SWr#y2lTRg4Ze3RK6?eOA31%l?#*KQuO2$sIn+XD7b4!6&d`6Dy+7 zf-wD^_o`*^Shb`UIIcTC7V^46#R7XP2o3S&O&}Uu%uDNeUKE~@dZX?)B%qo>r$NwP zJon1JCBZ>?@(&x&04<{#+PC~_20?BY{3HTJ=zoY@`pGu5ZKvGd&c__bWw6wnz15gM zA^&-ZS%$sgD`zT45Z^=wvovybgI2&qM&+2N~5Q|Z1qW^57l&> z2<42%ZssE(5$zy%jd){ZM`Gh=$EK7$2Yg{}UKeYsQz?|smHT)}Zu)|Y5=du?5j1Qw zDt~^@AH@u^Kdr`g(FrN4L=Y@qyQ8Nh$(5ypLRi+Y;@-FIDX+au9KsyYq$lE->yM{g6pcWY7((M4Us?j&9$vIbQDby8mwslI!Bd*;7JjYWBU*i>cZ2F{q* zw#+M?Q`>%QYdwV1tE}Xx7$g!6kB-K!0DoR*=^rV3PT@kTv@;lb`Z&Gen6BUxM3$DC z7JezWXK??>OFQY`wn3Oz74=|lN5i~?H}#NnforPkk!iYr9h<4GG4ka}U>HMAwCp9*ZAr(GnGq$E|EUU*1r+hX{0SqRY;H^0 zpKd;UJy1nu5}Qawiavsm3{$V;pN-q79=x?W~i67FcH>4cd`?(=o<}uX?U7Ho)MtXN<-S zs1dZC_!WTJ5qr|S`I|r}eZ|HBairnrCS~(w^@apnE|<2huQ@cpg=g^Gn!P#qWIYl} z!=ME43*MYuj%+5D;3W25wtulAcwy98>{lzgo3O7a_T>i* zm`C?!^vx*T3cf~}j<5lDXwxMstjXZ*Ku@7)`jzWt@8(_GUg#wt>Xz&k0AE1;t(6=7 zm}0gh+a8?;Y|6gp2_4pjN%NQ$p+KyT4*qcak)2I_w~g6>2EvD7hkshAKXJgz>MK@h zclk2`op^@6+O%r+ivxu|X2`V`3l*+EUBas@JBN8W8;QrN?L7U9F6lS1S}B#j_WD4x z(CDV`lS>;Gx>WTWW1T`6&~)e4-n5OK)BMkImFY`Va!RqzCboJn!Y5yB-7 zJm`U&Ss4LLt-6MTFB`y({0k=`&*#PBI)h|_4_XCZzBp#^O*R-<8V@Q}8d3UurXQKE z`X}p^yb`{AbbrK&-NKBGWFt!~#5iq-Yqe8iwXCw@V5A*>)i%BOENtOwbaC%${+aM4 zTXG&39iuB#$%hC(?O2o_FZ8sE<38}>d+2QPEdSldfW&q(hrZu&du;NL!6x4nc_fCT zJ5^n;M*AQk_cfyZf$uK~LQd*f(|HA!f>$@C=vg$$;(r1Mp?m{y5R-MNwOvq~SJD|x zkdKN`q(}qfp{UWUNDVB^Q4jJ_$-)dR-?pTydB6c4xUn*%%f^LeytWI*+a^Xn>R7eH z7ie{%mBQo%!!*Z6ed{N-zwzq|g+XaoVGOn~;4aH7EuB}G^S@uHEF6F?$gfeO2uTo( zi&_&@#($Oy546@_#H_gDKliBUh7vdyCmy3x$!hD{XsL1wmqC4wDWh}B4OYOXu|g(M zrz;X9{caVPEA0E`)#}giS8ZHY6kj7wxKRD!h0802CAr>TMMmRrXMe)m+4+<|?Tj33 zXezS_V_&1nIw_&cSsL`c&tYY*Dz>VA3>6~@oquPK(B17Nc!uo^SY=4XI4N>-UG7Bc z(%QUC)duG62zc(S;U{v$c%)sqTPIAg5X5I{K;wUX|D8a8WizglE(DHOSPh$wO4Gs) zK7BWjes534g^(a|5+3Uu^jCa`(HZ6&)vEhbcaE_82(`OXE&UYnd^m|7$irW6$s8*> zlYfMve1V>xz^bXl`n>+yBFgp6UrnQzPT6`e{Hy5MZTq5RVvnnXL193mvkJncexRCt zbXp`KasIHn*jXd%?+Nlcvk;dfVr|9GDs7y?iP{;-_lo^8TNdmq_!qJ6y<@@=wb4cx zHn0>giwU^WpT=4J4YKq?Fwo$-A*+Y%~v_jqZ~2rflJ>~ zt|UVsx^9_9rB%m)VIb!Q9KLgxy?o0Ebchb!PR(W|64|6p@TeCpS4N7 zlTP1khh^e?@q*-OYpz~V3bth6&u2%=Ok}YA77?|7{7+rpa z_MtG7%3pm(g!$5KWashthwrcuwr_|N*vQ%qH(BmMATdaOp`{PK$c)C;()n17xlt9YR( zoywatDIH-7EU-v0KDi>gxq&I>RgFzZY2YvWo5A_inB1>e$yDY*#hPjxBf)mt1DaB2 zD)&oz-Jl``bOgn#rN9}bYb`C{d4WS z{?Zy3CG+tRkGj>(L71;MSsnJ;<#=(WbVXm zwXGGlppkGbZ7&@=O0@)!90*SF_6CbVope9yDpwz|FwC=D*6p3{%R+BY<~DRKT_h;U z>haEK{5JK^FA*})aRSU7EpDHMJy5;vRHxF6K5sWxsvt!5l4elEXvFTy zfFIKn+S*ZQY-d3l#eWk<^@Z)heb2XHkb@>Bvu>Un5`VV^7Bn*PYjXzi&v#3OcEH=r z)RA?+%=%9Pu+dd)9ANhtUPi6dXdAJ~R{vSsolz8dR%$-* zvr}N)COGl9XB86zHM2k6Mu*mNicXbsXmLTm>w7-v^qv}Td*kK>24Q=0|1GR-rn&U-p$x|E!vqklxvU*i-@!aXR08=oUyj<&KX zt;pAaAX7yJsD47G;xz(yX@$2jDBJ*rn_%8f`b?v=V;aISqLsKTN+l)(Q1S3Ib^)u$ z8kbu_A+T+P6eXL!Ie(n!^pMGl{3}eSuseD@vgg@U%7PnldEtmZ5IA3whb~T_=iz!) zO3H`G-ha0ahB!;I2kuVWSpCygn^{Pl8^Gtwnv|*jM|eq^b3&Z)@#ZnB=>2;460rh< z-^S8OfX%v+oIWy)QF94Oi}JtbV@As@Q3zah^yW?>mvlD7IuQIPjZLOR6dwG7>G;!l zCEF$TmHAK9*{^8HoEVp}nlmRxq%Ws5T7k(#D}SaX{`;DF+cCNoHs=c)p^W?Xi(g$< zJUf2Dh}i^!9q~2AKcO|6#|~nhY+Gx-HGJ9QlR1)cQkUTX7l$TcbE&gUN(WxFa-4LC-$yQ_rTlsv7j4;@EjO`0HW`0C9g2QZvJN8S)T!O-t25qF;&Km5OGB0# z)PJ?qffpT2bwoXgz!MEkG&S4Svg`EnUmK-=622oe`{l+LPhF}t1F=MRR32^L*2y#hPC)rqkh~n1Y&L>wO*=%dPDb*w8R?ydJwv>#b=9j|En4IhFLxuTc`|fW8YunT?!_ zX(~4Rq!~*x3FBC6s`JISyt<$F3lhdnLL&pl*~aX$yalpwoXD5eKi3N2>K>{@rGNcn zUPk?KjuGfw`s=h5Qq)P5E8O)~_q~HZqjl|Ux9E^gY^eBDNU&;QKqU%(Qc*Y_vsMR8 zpUiX82+yyhbmc``z4N6tP~sY>ZRv>=P8zTj!(@kF`+RC^eh+ASky~<;bVISqKDg{o zYy5U-J+^P9`%Cu?_5n28w;TEttbZd|ddCcHo^|>&V}IF~q50IQI&}5iz-(P8pC*wW zmG}81cx8FfV0Ps~Gr;SDRzY~pp6^WRpL@m(y$S4{{|mzmF~Vzw%{Tlcp7rs95&rX& z&_4?~JdXI_d5TbLGDhAmB(hQyfth485n%AX327vR zCgNe3j)@(`Su)bRz#*hWWO(b~D2M{_xO3+WbMel-!{yGvXn;Heg9V9?1XDyZqyou| zbQwNkq6A?C5}|mRkP8(|F`rNu5L~U*I)C>5_P5vm_IEaSsV_;;AqFiJ^Th&@I|%mO zEEBnjL_j2PVRN}s3L<|rMiSl#4c)<3s06`K3&hUAStJs(xj;&44HOourhy~Mn*>29 zjwmq=MuAWgC-oSr2Jh?jdQW|VPC)5A1WZ#fgn(8w@hjm0OUQknw~0 zQ6)*>h8H85H6{lN1A=6}etu3f2QXRoAy86@5wRecX1qiwTvSIOn+Q8!X?{e+V_>UVm zr{+f^DaNn{_9ul_RPkpy_Oox~o;*oKNFRnt;?ysU-I-F zY4Wyl&be>L-CoJ6QRs$h;{E3|hL3IBG+x~^WU0;_?=E$3qmU(w1Kaa8)jymOT6Q+> zIT~wa13cd!%vf+drD4ufMVQMI`!$vMO*c&D)w3MvcMDechI7p(k^s2I7-S%o20~3$rn629{zvoI&0gf#RFIE^PFGLzadULw;X@9=Xs|ZTYom+{U77C^Pu0 zl7LZ*WrHPu^25~o=UlPmy!lFq=iR|RdlOwS4F8ZDsg@{;9vJc9pQ3%rUp-#J4SWYA zrVI@y8B5Qv?^|Dg$u|1uo`riI%434#dCmK>i!O7~AMUjN3kLh_5R-At6O$Xj6BIEZ zH!?8_FHB`_XLM*XATl;FFgTY%SppOVGB!3jIg`;fCx2|Yb8x2L5-l9tP9}I`+t$R! zgcIkDZQHhO+qSKVZQGfAzjMw#=hm(I>iMU4_v+fK*X~`ts~&P1!5TWf%vn5wY2f`7a!KunZTRTN-gV+@d${3qSU$&u$D zG|)Te=G(#W@dn~xsemV5NK*{1IPF;-K1H8Nf|9!+W$4czr$iSMz+T0Hl_d- zr+>6Ga4`O#3Mk&Q(Ct&duomqFrGI{WINjqm61lWM-^)c!hVbikIh#KrriX$iI8JBY$<@ zOkxlVL^z(DiXslvS;2cPCao~_so8p0%73d5)4hgJ!?iY&hqwv9b4p)d3s9t)V#~}q zuaUMd#brGYc-bHWYl_TLTNt3*1Gx zA;;A-D=7E3I}Fu)V5e&1-dSp=zkih^OAMw*gXD3C=(WL+NeW9vCPARi@e4CDF`+|q zK|^wopnVkzXulq%egW~B9xhWH3qv_K&8|Gf#sHBAu5qnrbl+zsWhmc(U6qMp8jwiLfmRg%hWYFY``F(VHoWbyNL^L$Wi)`z`MnFrkBi*tH*eK;A zGPNic@4A+rjq_g!QHJ=@>c)DI>P0U?@dCC?!~M`0)1T@6!ATtcc7f_OZ~%2==OC%R zHC}>~7RYIO>R?QVkbs5f7J|TB(o0@}%|G$Zuidl~mkeMJqkoL?e^t_TYD!Bdu>LT+ z;BNl5+IX0@N1#aTmy^4pUGtSsj7$%Y@C&efeewma1vVj z1^?s?zj4aulz-?p?q%t(8trG7YuL#g`P{msxX|Vym{~N67GW0uqpPN5(9XZh_{ok* zqW%FN6Du~e1!W!Y=#y1ge{7+1NLs(I1`=k$wo6kC^CSNEXP~$lg0WlB^7>gz4}52% zat5>KkT;30@XFo%#MR42u+%0ls3k)>0nqMJ-|Z-`p??B%-91B}wQ2sKKvgg`8SSWI zICXFt1Kg{YJ`-D|$ucmFXV{{QSD^ZqF$MoYII=g5A8WK2`;*UCxpi3&Lvddv&~rl}?XQU0 zs;mr(5`WIslRRSJj*$#zBK2Q_da?cEErf^Nqn(st2cK08@#a^3VM#GoWe;K|coi(! z*dw6?C~&71bC)U+5!OAP|_!56F?iy8&a=7AuFo{v?bIJ-$Tlh}^SKKImY))= z-zC+F)`EN&87s!czOHnljNtYqBA3iY30{@=0Yew)OC)HE5&DWEXY+$A1kF>Nf;g&k zCvwJw(C6JgGo;RuZ@)m_V;@`jeSFr_wtv7V1`3y^Yr^Vs;56fBSz1|$CP<7Rf)N1F zRczMryj43W?1&fb0)HoF;cRpT{mNp|U7nVf$$q#^CE#o;Vo%mGz#qwn@_%SXWd6voLb7=wRGlD`2h_LXO{k z_8l_e*T@pC&oa%{A*h8DgjI9;Qh(PIGCQw?I<$>Trh}6GnB`Z8g%e_XO}yL0R7$b% z95E%uPQ*rer|zSF^^zb&*4Xb18*;@MWXucel*&c?0uf)h{!^(?m&#^0CkA>6Z;hul zY&k=76lox55`$+APly4Md_yPtS;dOmEAg>=s)D}2l~b{$?Oh=pW`&A~!+#M%V!>{IcY6=quNy3q$rWs^o%;Kk31Anv$T}|; zi?JhtKp8Q_U9zU)UlmWu)D@cRvuVHW#1rO-NNP3}hbATpfN9`RUlez>YbEH>Tm5~n zF{_0ZEqOwR4keEL9zdoFzJKR;Sgq~dx|+d0BxL(wR=Fu2&o<$^N?RgNyRSajGQW>~ z{F3&`T5c$n@U^CjRzf(v=vLsz?K>U@mp(?4495DVmSO0xp#Y{h(c%>wXE;zqPIgAC z`91Es@ze*s!cuK}UCD;k$xeRwo0o~uf>xk?<2GUXexBG@rM&Jek$)Oyls2D4g|wM5 zOT%{Q)(>Rlnc7Y!w|f4sBomzV$8mMEDDSwP2SyA_+*Z4Rrec$pr9@JgS-!oLn*;n| zABm6vhN3fdX(nSK;l)S6)uDidg9wUHm7!e&H@gr^6WtpO_h!cu$h_Yl)jDc&GlC1a z3V%VJ!wwD*C@&WW8Gpl01XSv;pt;9_;*AeGeAeM%6I)EXBc8dszSG|+$Mti0X>;c( zDkkQ{o)TGkqR4*U=wt3%S(^^(Wz1`tS2?1hnZ_3miB0btW`8FlOC?MAY$Eaa6@AZx z{Bau#V@-noaA1cq5HFFV8y7Aw_yi6-xYxOvpTiks#$1JW0)LhZGfA1IcxkOGr_$A4 zboR)=i$rw@4RQtJ?6q7ro?L^v=A6$Pj8d0Ie#Ah1i(3_<^bC4irnmKPN-j!D5(Ohn zx?*tHH{8_mzeCf#z=d12P)4)nU{h7_Y zT5ng!x`{|E8GN;6!&T4b`}7j%es~ed$|ht_yr@E_&lE#AJ`t@F4aAu%KK`Nh$3{u9 z?tJU&*lQ{6do+v$t(5I=r7JJPRoKMerIVpXm_LMYS{yBig>sux7@*by2OfKk1?~q3 z&%g@nnSZBspP8<|YssAHKCc*mM!kz#wN<78k{B`XRPH7i`C?R-vqvkyC~HR0Bz_DE zG^_EI6E`EOj(<&=_5}A4n*W_xiTrK7m|Hr%%EON5dnpNNh+^i3&X*V30GX5a@U*dp z0fN8nVXIi3ut!k7badO+?iRNbZ$#71ct~jeJ%7?v-yud07NOmQeSK{VhI-MPQfsGe z04kyJo8u>ljvB|by{u4aTN*xQG!irh)`K3nOCC49D&&huy=r_FH-{EGH1le^QH)26 zctB6%tOH9q%qwFi2hoo$pMyTp6I6yEuG&}%A zK)b)QjoE*dqKt`@fIH;R(z+yRaJ-eQ{16aKcg=rh3|^niWRI=Fb!YD98bYmDg^_3I-iF<$-gRae@YH>oGwaV*cLcXD}O#3EZ_yTwoF zo8S;eWah+dMI9>tbD$wq+-L-Um5dK8!HhEgwpYlO+KRGCnznCUxQXedXG5?JVLIee z8r}0kD{zlZ3Y}{V=0LAP)Y;ACimp-#CWi`x3@KoHDc6oNO?V$#BG3XvLs8$o-5FofDt8&-qi4i z%{>8q_lec{!zS@w-A`Jzh@MIEqzhD5e1`i4KK%1;eniA^M6&F&wr}J`~H7@8NM|LO|Ea8 zbZ3zINKUC#MEA16}L%c0@u0jfF@x#6_I0R)aH)GI*I? z-7|3;yk^bKpA;`GRPTdS z+*$Ef2J>;*cmP$W|F#jHro6(gXwB`m?(QO)5(TU04p$b-s?7}w(=%+}b=50diZWJY zX(gtw=3kRfls(ZONN_FGIb&R#I6Ez{nqPl#Uo@6S7 zQjKnh0$-Z|>`}&s_~59*65Nib7j|wZ=!WlX()vVFRrlLfQE%N&sm}YP`R+wktI$5- z$H{ms713hyWAF(3TQIf+_+*=WQEqYdDK{sRNkeLM5QBdbjUTS<=v3X~s}66WDL+@{ zEU6F^B12p3Z$8#-M-Vkh4D$VJQOLjwg)i0g!~Dz+{9~?TUGEou;@k?-=R)C%P%pgQ ze}+xcO2C54lWhQ1^2lHGv9dY{McMw4IxU^9AKLq3w^_{;n4H{=0bgUx@dV@kREXbbE^%2pNw%@HBCYpaN0nv3c+=#>Jh>nVKCE|7Js~X!n z#|^kGdCD|}4H+pzfn6NKgCDz$hsAGpzU<_h+CzVpqBj~{ zb+KnLFfEjA*B`Jnwqq1b9snEFD_`_&uxY;5S-7d~^8vRzc>iafIzCJl-VXkW`@{`c zA2ol*nQ|V^ZgFZelg=BRUM*IB#f-D8)t58_R1?Rsmc5LvC)oL^v{P}+2Fv{DjV$ZK zG_$RIY3uY0=Db|FXQ+|7w%`sG!ylBl3}Jv)M^xekQ#95(Ay%jL{#IjYe-se;LlR*y z>yf%npSCW=0RirXikqo5^Fj5V!=kWmN3?%N5XVhrP)3bEx0u%nfj0?kKR*6dd&Cbo zJmH!5(r4pAG!NV{pw1?@@Nn=hsog>Bhdma+l-5+APLF2D^u_pvx*zQlYPQ0_k)wJO zYGwLzt}PJ{LB7{ttSqy00&okjFTGo}cFydgoGjSUjPs#52`t^?K7Gy5lZXC9E7E^* zY?3zAXY8}~;{3kiXv` zF%Oj%1WQ~AeMR*y(BU)rtRvX@W%!dEAI=n%DmZ+$YF{A9)*M=2TKX_q&jl-%4F&iJ z7P7)%BIh4Hy=6f&z(5{vvVdD~Wfp&m((?Aor-3R^Z>-uD;1l2CQ31CPlqq@DYAEoD z4;}0YpPgh9fSPocyl{5xFG8}A5cal@;v9G{ai?;E266!qx9-T#cJN8&_p}s{R`{UVsG?PLRsF%;bzf(j$Q#YA$h%JP;SP!LScU)Kn+4K z;TX&Lp7nO`;DmkL-d6JAI5dM_*7Aqy$zJQ^)2`_w+2Tc}v7E~n2|@QZ)<8;S zdr;(4>6HBE181Bn!X>2pS1UVU44p`CTW`ZeV;4dWG-TRxbIHjCua9nzVL&JiV!+_~ zImzJ&SP}Z2sXk$ZzUe=tQc!=d`MXM8tK@cW8U%$$#|bYZa_Tv%!4g_-AuFtN)h1Ww zN2JX01+=UeV_8km-K7cK3a(;HAOw^$mSI*l8Odr{e5BI48$ak^bSGw}{@;fkqZ2$V zn}|~##pyuaUB2m01$Kz5D#nsdVg)E=`qLB-jOSZ?lGb7MQxH$sb|rssXWn8SH)t{5 z1V;l7Dyb!ym2Jv8!H>&ymz|Lowst_sRn{v1u2+-GqC?d*K_>v03}nFO_Hv7!8;zsaNmUF}e?FIqCXNod50AKd7Y zxf-48NRAeHiLn-mi?+2}`aY$3GLhBK2IfmPx zs6%c(zdq+pCP*7yo7yn zRWctQgazpmrmAE#pC}S-N4e@Sl+ve;2f^fKPogj3nMnV$kgFr#!+Qg_s=m?ctS9J7 z$yf7x8d$d1^JIK{o|>OvHbtf9Osa`r^*+J8Zt|nfgm-_kV)Yau(#4eO?FBV}2Obsh zJjaRzza8fKT5tIc+@RrWR6IyDyXE&w3tc%d-%mQ&Q6MJ)(f>=jw?#3{ek^p8+jp$n z@V?zOyhMrGS1D8rWSP600v^YbIL` z6~Upi(9v1PNFzVa{ZOb*O;4nyODbUq>I%PuBi$@O+L?^5D<1nJ5+q0wqg=xQ?ejsQ z>>iVkX}$_{cCAcaI2eNNF?g(XlZNPu1tbxdp-z7RH(;-8Dj%`WpzzhwK2Wm!loH8p z`?;||^%#DoCSHm0cnjd0`AX^-x?RY$N-f;+i}A9}Wxt7e!Y;U@bsMrZM70=fVW-hP7CZn58s*KozEEj-hp>4!_BBde+-T@yCd>o|#ZKH!V1J zFY$l3OE$W^Vd2^H_+Hbz+_c3S;0!IhdVWu$VfjpWu7RTnl)28ALcSok9?B22Ad z_iy?B;?hX33@7|2%HH>$?p|(()Up&4E2HU>S3~a5EmzPoeFTT)xD=%>r)}@U7F}wv z!M1Rh4Qjz7$?|iu7vmP$Bu6ug;=VGN{V#v=lSIu3(j&~X2gB%?KSP=Aq`m!rjw)DY zXgC$bhFMf3<$e66edMKzj2T+_JwI+bDm&Fw(DBJ=+04uWF{NPdKjArZc_M-iI!TE# zX?XD2z5ok;VM2XyV3zX@{H_B8?@_7n>CCWbuXLD?zp#8oCQ>B8KZy|}BE~n!3$lL% z?f|C}Unj)0bvR_uG-mE2Pr46zWLc}R>3IHRB%nX#c8RS|$X+Ny9y)F>f*n8oq;Pky zWzihMpw|uD?Wr~9Uw>RK^~!4LG~;Zm5L2eIV8YkvR^(85T=bvIWeNCdcA^JuG8ozK z@Qg+`|G}F{Ej#A)&VOnFw%HZf;hTS{oJPktqIM_ba&PSM#iST~5P70fr9*?3mPaX# z_tj*qUENWY8gi%+<_8ZGG$)6%kUD4+jrc}MJJw1E_Ol(1L*&fg9f7Wibk$!OUVtsQ zE27Pd=v=**G(J_dgR`)_e{n5dtt0zuHYqk67e%5{k-i~hEkb_@}zXtBejW&z-_{ysOu9{taT6I72u(ml&_8e zy8G_wbtdXFUV{8G)MPI?rY0|ml;62U*?URjMyYaPiycxV5H}WA4L1A9yW3;N#C4OZ zh+yZ9$LtVBjHc7wp!!H@aNvIjLWw*qq7>#=x&wJsleDx|*-(K$5gJ75e+d>C(|>NK z=cy12%p1fa0iR6rN0MKcK~+3@1Tk+vHoQ7$Q*w`*IHkXn+W|d>fnjT{GrC4=Zz`B5Czl!qA3>Jd5vptJ3@oD*2ROWxDN|~cxNDMR2 z+2y;q%8CxgLD!X?G8O|1D|mT4zPFG~K@`Iy(HoQY*j%xJE0;_!TRN6L*=S8)t8nJ1 zWOc1M@r@RCd$4`i78av|nAGSq93>Z!+pAy7C+KX04oqbGJXK5OXZ=YuF>Ck+<8a)K z2Ls6Bx~V^ffK{my?(Tn9-%mPl_QM-inF)w9r2c*4OlBahsu*%cV|ZaXISi$vDSy7} z{^tJv8T7Gj)F04tbtbj?!tx@vVn(3JV2pFcW+%rY9DdapHD4}vj_ML~Qsj^lcyej# z&mQm9i@(A2?x?fWv{!4EL9*3lZfBc`8@ zi~ot(F(vCNdm8=IMnCq8OOp>gqz4&X(9-D@Vp!gl)41wdapWpT0Uw15e=2QverOrO zmmK|1&?>_<#F-@DLllwC)OM28fHD-ju8KoFBxW~i1ApHDUFC5-J}W77n3Ak%XY$5?-LC{YE~@fP+S!~IIZlK|Sb zbh%|pe-p{1yd->%$L~B6*5-Utn{Sy*35ih~8e%^`zJpxR;ko_}?Ure>^~GcDNR(rC zxx?M7l^IXbHS8i0tlCpO<^hgj|O-|q?Awf?TX`;sMngV$%URWJ5# zaA}6CSXz|5SiVrlQsZ(LlXA`mQskNa73a|1l&HXZHVk%+5};e^G$P1y7+>m$siWH! zarS@3CGQ>Aluj*!|42v^C5q(u9ZHue+HZL2aoXS(j;KR2y!kj9cFVr@ixA`s+cpYs zOD+vT8h%)KwL~F024VXAO#Y>@uytePCFcX-@k9>m0<>7*u`ZeKQavG3jDvinRBF(~ z8f_>)T5Yr|CPI;oMP_?L64mkr$+k#2JnVmGR~nUwn=E!jZ&+&`39H1M2kh`)@lowk z-giIPI;=!}y-pkW4@c9jToP2|r5rs{&bfRn}W`2Kwgu z$;e!M!Qc8{)J(;Z>60t+0iX0<1`1aQ_REJ+HL2YJe4t!sGbEO3oZLP0xxs1G3U;JG z@vHHv*fg1bh4&|Q4)DkPp5C&J(Q|*!$K*hs-8QIS%I#77%kW&(X+rNQBt zpBvD_4uohL%vA<0+M<9)A_*vj0axa^0y)P@ zKWwYk?5f>uJQdH=+$rvvfCGOpg%q&J>bE)383N-=qwAPa=H;6zQ^GcAtb~D?5sMp8 z(rx5yZ5zaIMsfr^C94AoK4rQHPYdd_cf4gILwq8-Wj{rDNW6(S#ph>Rn!NtFT0>HkE&|K!N+32N}&TUJFS#{1{3KaVGKP6WT*UMu<9L{^>ej_*+qM zwW@yq0EZ;u7S60ZG-Ya-|61$qxS@46HSe;ibL5keUZayNsw`h#JS-hn>b2gAN>_7+ zv_GEHP}$d?_hZ+)0FGdoY{V@3&rO!O{A_QPd-l13_vaU@UjcuWc#h3mIQp7UbL;wY zTNbAiYz}VPieyPMBvjoKJ-8nt9B)|?o7;P9xK3P^`$VW~jTjyizl9Q?Uy*Hs-H&ih zlaF2+Yues~!ZyaVJ__|kTT5Ac;MsC)4VIW z2a>-qMrA<|v(#l@J+(cBIYk7wNK=E4g*}rh3Av8s+F^e?X$F(|eh1Z}X$&8iwH~-p z2PRwA;Fb)nGwzVTa=dq77d7N_VTWf8W~Eltlw6*v8j?s?18rI}IkvNGtb#tnGxmGk z^I<_iAqyIrBWQ|&r!(z*Y)?I9`nO|=brEd#al*U!_MzaLT6>y--s_RX?A3-$1vY4h z(QbXB$5wxZG1L|P`d3l)9*@53q>-nRH6g8nx&t2tpEnIQ zc}W-MKpLCfr&earuftRYs}cxjZucMdJKPnE7cn(3);&ywo+zc{u5LKfj{5M9x+RQS zGE&=&l^ES|W1)NFi>-y-0s4h}xsTB)Og+}k+ys#r2i?E1XGfsNoYi=%G-Iq z2{R#mhk!$ghJIM513UHfQgk;pd1_-5-Q6;$P>cUWE>f}@-fQZ3FPfA0r zdtbc#kJsa!y#}YO#^%x!(p4m?w?PK=A%xFDGeubyj_~Sn31vsP1i5lM-YFR zm`!ime(cCyiuZ%%cKrtW@BWmZ2bT*PA--4~#be)@zx3yaEt$|mG)#oHRDbO*_2thP z$OwxTv^y8l2@bsT7az>~-}bl5(e(}Juywu=lWY6|uV+sZ-5;jPV?ZyGZ^l@Ie-~?| z#M~*Ps@2^((f3#bsPncyA5gEI>41OZ(Qq~wkNDu%mJu~Uy;v1FGSUkbFm6o|nj^7N z+Z&jqC$-87jx-3rMWEl=ZaZ4|LA>3RO6ecUaTze$HwKZ{X7Q9?_2&<1<{STB$$b(H z=oGuy=Bcjl@4iEjuI%9o46gP08euoU8@Kc3Cws*gnx7vp7igFJ#jm(9+Gl^RRoV7T z?fAF9d4Uqk{NbeID$5sqwv|V(?CkX<&*hk6r)=gX@lN(J%NR2x)(Q!iobnN(}sS(K|@%@o)WZ)BdpD11Kb@BOr3FmC~xr5k% z+qJ@$Skwci-mt&5dq@LV>^H( z1P;TZzp$$`1@QSj*hSL_tK0Hjj zpK$%1sZH(TTHQVz7$kZ~1H<()NpW;nC85*eD3eHoaHRNJ(D17%|NnOlD< z=2BY}8x!9Qy>aI;({7Ep`>$BUs-mC^Sv^EU(H;${5h6Jx`PqNmFU}6DSj2S`_97LT zqq(J0zL~7C1*mn4?v<274jxqa&V}MI&4*QuGVU^N+)-S2J{tmb(5p)h*LN{Kzb;Fp zI2gHjdTNw#(diVnfXpLv;2>HX`SnZk76Q+7>U_@{kHzm}Q~q)L9+h}|oO6cVGYc?X zE-t&62C@$Sk1l^BHmS5TyzzcltXK#iO%6QJa>qH60lTs{2<*CR6CAWL&cf}ZA`~4O zA?dG`B+tNeEP?(H*=7@JiDe;yG-H{|;KFzL@2E@<7t9lgAD7WkFLfh+5jc~Ic^|OK zYai%AAXrMjzZmpp-8}79+BW7z=1y0A$}AWLHU4!~d}@E(1Z$itSM9OoyF7<4brw0d z8GX_q)HST;qpo@<+fAbqu+ztcuQi706mh5zXwU49hcC zLShQLE&GMfvigL%=iV**{?&*HV7lfL4UxVv%2#cI8Pu^L*jUKdFPirUHcv`t&3u=V zY=`c~#GUX-@cZ{3;NZ}H62ar%j7Qbd%^3mvj*EY9xi`A?rfILzIx%_{Gg(^IC+c{i zeHKz{&wXKLy~)tDVwTtYN6`H0Gj_Ij_?t$VQ1CZ$3t!aJPv#$4RpfRQFl<5{GLQ9} z-8BoV3a&8($Z=U(0VIoNKHy#gR8wL$Za*a%F4AF1`zBbj%+I3({3K{3ae8L0%;xd0 zc+r0w?k+e_u&`r=q_nZ7XZu|v%g^yyLHIiUxqWLU+8b!UNnlLmdVtpq5Z#c`Y8n0y zIn^ceJKU=&!UR-8_6uDM>njwTbO0Tl4)}5*Bl$*H*(N(*8`f@w=tyRk@vFv)MVhYe`5icn>Th$HY)cat( z+OIQpUxj(-nOkYNkAk07f{zrVgC3Tebf(LSmjYIiwNGnV#k#pH*XnHs(K>RYQN({U zU=4BW`M-j&6u)nmBy)CbXiG#2gkbbUj#o7c+M0?J{Kr?w6Z|Xdt6R3{MabQ z4xw$I1?naq9dRg3v>cc3~NUi2aM2)+jx7|6`g;in;P5b zL(giJ`Y&oizpJ=s~7b-kQmd?BtDVvDeUzCo|csGEk^_M zl@w1+&ZpqsXd*ZhKkbv1xpS8Ei+I$UrrgmLIL>%xa)|U3d3B8t;``{WO-pXp-+?Hu zbL%ZzISXN&StG^zjvw?X1b=@eL{569@L?_RY+1oy${AVBs8$FnEPW9=IH8p{W4PBB z`R=3DX@ij5_E9jNstFCe2D`7XiTknG(Jgc`qpz}cNY2C-%dhUeQXR0YV^j(<0}&8l8;ajJc~$$xtYORJ-(~ z$h(wsh9KjJ_XLaHq?E3J5W!fV zERE^oM<{PY2t%r+`l95RdDccpBTlD7JQpV9H>grw_Gj8y+4z6(TSZAKjuH#0;P*py zb;>X?zt^~%-MdL%4ozs#3j69??X+`h+AfQ2t$$Z@%h#Dv#HhAw+8m9CmG5EUELrq0 zkk6GKY8BZ*vU`Evk|hYjV;?V;@}qEXV{Nm?@|_AgeDEq&o?*gdjikxCvq_A_748tDz& zPZSRVcTGK`XZn4Hu}yJ~fO8b%=aJpv-+IQ!hgNW;mqfMFSc75_y%`8F$G=Lfo^=4z zP(#1jG%w#_^6>gPX&sRK>eoaLHIF5pV#j}mu{Y6!r3Qbksu+5td!V;pmo<0hI|h9| z6eSAv0hNwM7&~3Smxm9j+-E$8`e!DU%V-MKueIE{7hI*w9MRi8B9osSzXx@m+0JX` zFkf&o&O<*+XSPkaD2wm4%MI0v*$o1nD4UqWC@9}*1birSXQuh&TgM@OSuB{V{j3T{ zf-F1Edy{{uKQ9I^CN*c&7d=^khe6X>(1JN>6)C zlw}%{B{-OBWcAE#UGgH`WR))I_cu(AV4w<&b6LH0`lYtq1m*n95BO%ndO>j7)w{pq zn_cvc#plr9e*89eQDldkogeCtL^k1z@v6mug*tzXF_%BeOx+QxL69`Knou|@WaB`9 zsaS}<2%bgJE4MC2v61xp80j=6ReiLFWNr1)onu@iNjKBWTio_XzT#)rIDk)%%CEeq zpxgLrdxQDGiRH6c_1Iz!DxoRY!#xI43XFCz*SX6o`dtoZj5RNA8$;CB47Jg? zYcDQN{xdutQYV#;X}MH2A#!3D!fqTEHsn4}Z|E7%0=V}TeBwLK?R*vJ2>M#woY1dd z%>C0#QO5d+k}QeT6-6%NetrF$sm^1(b*z6<$^FXG1)=ELQ(7C&4tnC)ME)KUtC+!b z&k;eB5N&%W!vnwIW%H;PoVG@xuQ!A{-nuFP1s$Ey@+6o;lPeEo>QajlJv z*UH#hC>eN7pbpi9J4=?mS5faL-%udJC(v1qqku*~-60 zS1iEk7TIyR<>6N}rjR&#tA%{~j-`K)9CVW&M0YzqFKjS{!O<^lwisVk z3^T#JC2DQ9h5RWL9BP5Kyr;au${8K#D`o*a^2pN9^fKRBWsy>6r0qrL>)G&qEQZD` z+NmSXvG*is(=#Ps)mhr&8mgMYnd?7CRk^KRf`}0FZYVhd>c??ddgXr^vjLlb)?Xf? zc>HR>>_+MmF!e+q=MOO_K-EVNF+4eBwrMN+X+v|1ecWwP%Ug-F%Cr7-Q6nZ9J zvfR}4ZN_UkYtU60k~bI?>E@cBhX(AfR-`BqWuy^#)ncYJCDch9P zB1dwAgXBL5#`s%8Z&!Z=^FGTYN7}4FDyS))#E_HRZzE~7 z)MV+j`A@Dxp)?muX%OfB?iu0LykY`T!kG*V%4779q-D5C5ix%jDG0j=cqgb3V(m_m z8z*wUYdTT`LT=qap8Q*M(r0+QYZTx%hE$$NOO;gLO;9zun^wv2?$+&ruWv}=NA-^% z>LfqnCztow>a~wOgnhJf8PG+>kmtaKFq1z41?`ezSl=5=xVR%2tUssF5;pEs=%3)A!J zxNY-N=3ZeCUVtd7Y@$LcS@wdt8%b%SLB419PNpQQuD*Xvb9;!ZKH=injPD0-MM+dP zk)5hVhV;t_kCs+aw8r{JcpJop!_C~2lE=ueJze~zvASGOqlpsIjfl6}l)TO{h@zYI zT|CKF%xH(LK&`U17Dt_xYa<2-=6YU|Vie6Y3Qn1HO}ytb8mFN9cq#w~h}hxQ4Wat^ zy{g0Bwdf3|2Rj8=IYF223~(Tw_SLfEc7Gbd}R>?)mq=+H_00M zITO=XkN@I)blC>gTVqMMgAN>cMvc;y5OK9DK&(GyzY`hz6l`bw0PC^YFCl8{&!S%pc)MA`vRij%$7zXInq@hXAK$uS5xBjrG+d%5_d~t_^?1+yh|G8dOFiu zDar-mOY`Rh*fZ_)yPe(U+wGt7dC3|2XgFY&0*Twt2gn`59;P#i{N}G|Qcq4a)gRu` zG6D2%YK%dZaL6m_vcE+c69K4J$i3q1@IQZPXeM!7Pt9WanYomuE22O3)|L(~36WXw zr;P~kk$0{qWR;&=pEpT0$i!^s6J2xq|HdGXaL8vh$mqu6bZ6n+b2zd6tlOz0;JPt0 zivqW>))~S&)`*M5dD#<{cJ*HOwYB6MPq}EymEu9@D>p~G4Z8GT=n2r*AODQMk?DU7 z@3o_vf{464nw2iWx+f?3iRlSRBOK4b*T?4+f? zV$+*dg(nS1k;lILNAj_(F^z z02xAqs4DD);S6QtW&vJ`o!-Yev9*5$#!<2{_i16tH#OhPTbqSrpInSnsAZel7@`b3 zpq2qG^#tQkI@X~SDKEYPM<*qvj62-+x4!eh!f$9`WBvzTv=r-{yJXZOeb-{$dj*uIbrj>$$KQgJWLazCD~x_^IAGtuhu zB!j>TVC1Lrs?s%TeHS)on zv)Q%3KV&sF@s>gJ89W-aPq}}IWI=LKc4%yU02XCwDw`myfqg9lhI6$V^VPlu##Y1( zTkNYRlriATPvQCZbEDQWmi^%m#C)++dX2Xkgm%T=s4~nP`hX;i+a|8rD`pqs5)$9Z z=d(u#nEbNaJbeFqW1W!@5ng5l!IKi`B35o8tJ!a2-ky3GWq@vQ*zMIOvZXOZKLyd+A}u{s zn(M=?1_X9$X}cM_GV*`Ps6gvO-vKLQinIOWyCqTu`3U-H8NNhr>oQ7;(DfcxNIM5j zU<6#uD1`Pj{AjT$B^R1vX|-pQG4FpQr*@8EAeFhXlq_xb zohR#R%WeZms-w(=_w;<~RhL3wp4lI;dl0ZH zG{gewtn`X6)+o0|tLonYD;b5H^sA1Ybp_|M&k5@+ z(O3)1VO+dJ@YH$x`uW((QuvwJVGZU(@DP0dQEp3+`@k;rx&W$*(76GS%8rS)li~*&o zVY++s{FShW|2kY)(Ae*R&~S+CUt!zPH&r5RdVw`tNDzk;gyrVEUfT6tUKib}9cqW# zPRrmH@D^6&IlV6}2J2Un0Nov)cV|Xiia&Swl2yJ#c}qHI63q+P3I`&kO0TyLPvKvr zm&kt$UL1h*385Z0SJQdXWJv+Qoq7m&$nf>4 z0R7MtZ83w%EYV;-y#jN96(fL7y>3vQXzw#fD9_G$n4ILTg9gHj~BPt zkYu)?c~QYL7WQdI4`UJ2fg`J79We~;e6)X9la|UpO*eA_SYqTfQh{fQnUX!14OI= zr@hwB>=KmSrhNU7LL9Swq(l+oql1$m3M)xu6mMadkd?yD76ChLZ`{JgzWaQ0@R8Ja zaGsGOrt1NpY%aFRfIJ1Rh{nUbVQ_zWX#Gk~h{_DW&&?U+w;_XWAYE6PrE2Msw>8t9 ziFKm5jSxtDOO_7Dchwk9El5{)v8b5xe8*cjqmEt9<(^UCM!%(;sdgfe+WcRH4RlFY zZdR1=Q}^{>4?s1!O11eHAJsY6Uw@4DJ;nJn)NT8Z{`y&%0&=#rl3;w${mp;ev0)N8 zG+$MfhGK8t;uqM(s5a-nSI1LH*3R#I`hqg*F}^d%V5_bPl9tFwC`Pm$rJn!7i)^H_WZMljf|G{ z@_IdbD$?E@I?hCdI!T)2Jq>?DU6pniJSy`s3Hbd&y|4FB2j<>qz!6DHWrhp@W&Q=z zRmZ;!KtBX{JDgoRr);g_ddI#;T>}NM<8l51TC@Cw+UgW6#Zc1kgn>4db-qm(^QrU@ zs@Ix8k}_J8<-x(pLHCWGG!IbdY!4$sQsQ<+y8xxeItf6(*wt_UwuFDcyueUE#Ms)q zI(fmC(_h`qq5c3UxoY!+Ov-NO+FbcG%5aITw?PYY(S!AF)~Higbf{8YARFi0iRQAS zp+QULjLX2VSt>mV@}zFhjWIZKNq<3OSq}P(ZPuAL7%e|W#0rROTx4|JyhHRJ=siwC zElxnsQ1Dl4?}&-iaK?XeK)PWJ+5jH};K^SCRZLe8DY$D&yt*$ajm#X^H|A15pJ0Cl z%af#$%XspoBgi*e-T^Qb!t!PZ%pIB7(mgS0cv72kcc2J^oyYcx<#RU0>w@1%>(N4O zWU^~df(JFW?H~?$!G#A5jok*u_!xu_AiUm5jS;({)Ip$>`Cfm)n{x*7fzawl*|1L} zxpNsD`oF%lo|vULK1jS#zT_-cNK0vnH%Iz6{p_iX(9q?deOnJ5gDs8*94uutg{`|r zT2GNuBTEjuB^ovLIlLU94i^bi>S1jXR&_K%{!bKul=%%nFwD#GIi*%ynP~G9Jbbu_0j>dix9#(T(QMC9 zkTwlFyuV4EHt^ReWw{Fs0&^8irL7(~JrFphHxDCoNwa_Hn7J4%R{lC^UDX>JBJPuf zrrAc1)UTBrt3g8t+-FKIYG!MmzY>XIm0kxe$O~|GuvIIOJV-b-Es((2VhICtg}kE- z3MDiL!XymR_L$U~Ixa+9x?U;Sk1)Yo4Lo%Uzbe=v0BA`t#^>H)LU_FySJTQ3HWMes zvwb$V#KC`m>?Hxp8XAsF+LD&Satd3wjqzb#YT7~r*GENsBjuP34^ zz@uCEPyk9wl9juu6@T}@RuB~fPu^NF%>Tzh%0dJ51C{&)Q{;Jk@`Y0hH{AW0>aBns z=o0^h)|3BguP6+0wDGBuGO}VpJ}Ep1A@JV=Bfx)uC9c#=tavhdjU3G0wRUPfwN262 zo?x?_1ANaR@1BI&=MvNZmy_CqzbM(eJ)=l9P~nC<(Em=K)3_f@>4|!uH0(tuHn*-s zQlWgoS9_BOJ>AwC_38^|>jud#-$UG;zNHYc0q$qCP`L=TEO7-3so3@%f&83ymZ z$o41$r7$Io*uW*f*t#>_ziZ`+R}GnJ->w-Bi&M5vNh;Qts4p~_sc6JDoh~+Y(o^a& z;u4LLig6^Xd#|AU6c#N0Vw)-O1F#)^?;Wy%a+#>Ax=4-J@6cX(c5@6h7#D0jfRBH~ z(D4OvO6xRGQX{GNiDUNOuxdI5%3}lVL<-kfijq#=C$aC#Uvhxpzy_T#9P839-oHiG1M9;_s0_Zs41emLM zx2Nf#AVHjGdJ~a8XP_hvdxjC1{~kVFlV$`%Bz+VRQieu3T~ajUwo7CALNw zh3FR2;i!8VoJ8w|@{X9F?NooxSbZI;k&%Fkli$9sSfd^f=IAU?93LLX2B7R5w*?^c zF2S_ustpw33QmM5XB6a~KYH+gn_)imMl!YZH~+GcLX^@)z(pzGfbi;PwrP$xK27ap!Viv-6Rg0v9zKGVo4ZMn6U^MJJLX7>&W3PM$q@#6D3+al&1%{qwKn-m;Bl8T~cv zjGH3BYrhVchUvX>vBH1H>z!0dn7QsOtHY*pf_Var-IU`2^vkF>QDLi*;t&%qxt0xu z#;R!y1wWLQk2O(!3-SRO?>DIX3W&Ie052~*BSCB;U)Tor2IBjm@bX>EL@}O*u5gve zxaXFlB-P)$o{Q;68g7}~Wg?`y&1*fh5NpLOS~$eFdc7$`Ea87TVx7fqlllb3kn$?a zVbX%Q@UfqGEBe58Vd9KEQWYXp%x)*RTk^jBmRs{?oMqC=32AVXNQ|sGlt_7D^6CE> z)q}aji))VdR--o_cSS5l6{-t1xfMu{_e+aK^!^~diZ}oRHoOb}Bni+bfd%?ujXklh z(y=lY*^&i6H5Y$gjCq5%KphZZ3F$&^j!j5Vrr0MrB zQo$RoQJY`DwvJEY#yXdEtZ%)iKRr_nzfeqNV;ECR^h*MhU?XOAn5a8A`Wi<3N zPWVOCjiMBC?iG}OWf+Yd7+-#{!z?xI!Mhiy@2R5ZZ>}byPD;sC`YXiMGP(vD48!DV zCa~SKJIg4pBwBB``@or&%)(N1P&KGj6a2)uOv%i^?uB8Xb|-9Cb9A6&UO0EgEm0FH zmW^?ZNmuUO5@biAhr_fB=bq#UPzT^t@r@r*j2}TFSs`72D}Jmt@|Zs-y1z>K$(KjmoCjx$(L1)b!IjFOs($eBh>FhMt^v1~et379m2M4=&p?>i&($=MqlI z9gNoO9z_Fxtuz_W&~sGypA=x5`YI;~#pBTD@w~t$=nJ>055jG6`fw$T`2lCuc0E)-iZo4%J+-!n>MWqs3&>F3eYpAK^qX8FIBaM4% zw$G07zgKsrTUPId^#0MSPl<59WM`^TD$QCXrXx@FDlR%B%~$@Yuw;bPswCgr`~8MRQa>I3XW1;d2z zbw0R%&uE{s=s75tUjP}EVN;a|)={l}USG)>Zi81}q&=jsYVFuZ!pSMuaMd60z_-D* z<~&&ItwU;0N|!P~?!#DJ+g0(K)JmVCQ6e-gx=Z zR?k7Q5H(Hn3A0^JtuEO-Nk_v|hL-xQ6gO>?>{ASYkojrN{2%dWD5Gk~#W)fy+=}^_ zZz6Z|=o)$%61+@Gv2W(04J*mKEZhvKr%pO{gtP;t`FWo#R#xssZxD#$2QL2Bou<`) zF2C+nOD`C3PR&6CK7y<}e7t3n+Amv3C|69u0ED;(uY&nU04yu%yI@Aq49CupX470I zg_JRJO;R9?|BQ^siou;YpDxqtsC0nGI>qk*&X(MqR+*)yco>)yPrB&V@>$?q7*vo2 z<4uQM1RT!PBGpYy12La}Us){QpK-{48qYJ+fGwxg{Mwq-rtizd%&9SOP}OPXpjY8V z0-_K^x(uh*-*`@H#G{Pa8bem%)mGxiS{0xno%mC0x~w}$lI!Jrq(FZHVh5R<5xSb< z@(;*?5ge)o12IiB8pQ=S{g@?;WB==BCAM*!IN=`j>?%xM631FcSj=os$8RZrH0 zw-|izxLNIo*@O{d?n`D^x~WJh#^(0kCXG$$0MsZK_fagXyYq|n3_~_2aN8ip8h^Xr zh6cS1wma#GXa_)a*HY-((Xftx>?AL4?d*|gQxJ0aii8tG@PJ#z$yADsM;3P*K_tCe z1fW?ul<%G`(i8lM_H}W@g5F|Y|Ae^PgbDn&_>{ujiWr{h!vFZ>M}@ewSa0AOog4ULOfjQJXglp^+qIr57O`_DN(}h zABY;!-uPpX0&?YF11waoyJh2tysATn`zeWSSq$;*^fz38cGydTq~SGP^mB8 z%BUb8!nb9?K@skb~Bf-BJ2B`~xf?Kd>qy9c@z@8F`Oz8n;4`Nz9?Sz_3cHx{r zGK?GZ&1k}8saHHznh+d+=R)6EAKpn#UZzKV2y8jki)HN8<@f_})|Mg|E~(z=Zp&Jx zCQ?#w5c(7a}QnNzV&Z5QSK*K>Z6+FwSkctx`; z_;5DeanH8s&+o-15$rP`sx`Es`CEW<9mjVlOrB|uXg`eK|38U;{W@m`aScQL0>!** zbsK-kIwnM)cKhH0jyvur+64-`B2WbXZ?mlIQU(8RAr`Qr!mj;z+4eU*g<;4x4U9Ym zUDe~XXjPm%0<*d-DcGxwxX6SD*Pc3nM)HX}Sp%4=x_RBV^i`K2WjUc;NcuNPvgG^` zrRr#RH8JxN#X=5$NzI41Kv1{9`EHIVt|U2Ry?y}x|5>jFP4KuQ?3D!S?~=86vU5_* zmJMR+GG|D;d-Z@zI$=6&DQGS4!+cNUyO}`esTBp!=q8p>I#;43<8tVxFAVVu5&S4r zF=zwV`Ce>a)Yz*qB#1ihb^)&+Ykj2Z%Brjdwn$WYAMgb> zlIXou{RZ6UETk9mHO5Mf^>oiSD9PU7SYv&ti&!moc^XOcE_?a5+LmplYtH!jCgFRy zuH;(Xscji4BggvjlQ{d)(@2&;>S602Z<8kH^Vvj-B3-=o~Rc5^3x0NNm^OHU& zOqOVsdA5Pl-2rM_Hmz#vo{8i16Yo_!cl8}DKK4De9~wKcR|e7y?+t@54OosoND58N zX-XToh@CH~;tMP@`fcdtmkSqxbyN(ae3ywlSDt-;`bGZcU$F*=K38PzrVv^tS$}1m zpVohRV1W7dMBh#NOXTx_Pl)UZG-r(wN~tu3cn5)=gC1=hGaSJ(C#+J!o*Jnn1kLaKz?cyz zJ!fx!5n*iYS_2IWA$#LnsCoU|uw0n|09Buc`k0N%PXELEqY5uLN7`GVw3JgSkGT)9 z3)GI#oA2}?2eqidUYs+YUiR90;O!uWzC!;~K)=kQ=h=a1N6UneKS+`5l?yYhwE&98 z!hABX*hRdAg1GJ8uC3r-EyE<^M~0O8(#uZq6K1pc{=4k4MZ|dQl*lpTyVHzSFKNdBy>zQpBo9+uo+! zN+?WbX>!~8!@t2Rpl=a4vhE>8_wl_t5sV-Tb;VPg2?dDp2I+0AN#)x9% zZj(PB>16v5Zvc+kgF8`ZealJHp9gk%E;H0D3L~?;XP;fsxA#1b`M>4yol3PD9;Vlf z^z<4KIdtd&^)T*4knW}%$K9;|t?_TVkKPW^kyINY%GkfyB&OW*+1I;&Ox`kZ`t-m) z;>(&~7w>Oths9lw(Jnw*WvzE~Rj7ErFI1ZZ)jYqaA{$m|%fK8%#ET}!K6RG5*iO8` z_S(x2!53%x1sG7YQ5MtAsWgsI`!N2r&I`klYvw}m>8Pq@_mnDC2;r&F{ww;5T!xqHslNxaaN~03sfK#DW9nLu)eW-1GS^my(Hp*48tptqjybj;eeDH)OG3~^$!>Bro)AroAqVS%VkL6o>PQu zIdylb&On7lwaq(v%bE&7kAZi;ki^#(axE^I|lG39G^; z5MO`;lT0Y~$U!WB2DszLIiBD-QV(^Kx&8WIDHvk%;y_|N4*Z{Z{gC1eN--qFpd)Yz z8Jo6vTT$E&{Ry3_&kV9)9=!WqCVB&76WRB-sHdU;DdC+S7t_07Nf59kjuNS2+{Zuq(S61K?Rp4ob~z~8(r4IW)?o6!~FFX z0V9nofZd^GJ=l{)yC#}mzrSL2U3P;ZMD*45Ug0NfJ2DM_<^Qf#fdbnGys|*8mdSgb zKa?k_g`4bu`wDHJV8^(F5hUm3rys}(DbSvJCZ{yX_LgVf1HocgK8#XAInN}>=~Rg~ zuKD_~1iJcDMSWBHBKPBl|JDg-iI$w}fI8dlm#}l9m01mpPWO^aT0;)a(fiD-L__^` zvH-qQ)nA)y|5K=1+JFGCWixcfuDv-yPLjiyj}tzBkL`DfK~`pVOaB+&7=&(L{;d^i zVPH{QTfL^|S_hIZ9qem4Ke-?!N5HVg*qIAyJhVeVkANSrKNTpNlu=p+>k)z@GpT)w zX=Yq0AoVkV%7fK2g>V`B(VQD@^PzcOroNemxcR+y&Ce#8qNG>#q8JtL1z^QBxvd+l zJ^&AYhT~#fKc}Hk%6dGM9=~@WRJ{N5MOR?s;g}=CJM~S$mW2$;NQO^1&> z4AJ3bi9?)0TO>|Nsp6AjSlF}}n;5t>I5Ft~^Ug_@Dh$Xhn}_JM7Gd?+2{%{LYvHIc z#AjxSqS8jH3Wk<8juSdqTK4?Vi%BGw1K)E1khYVtbq$EN!e2u;55Qqv!xYWvlX8ME z#xZsGVTxP`z&>Cr^gTEb_AuA01ixQ@Tx(yHc$N5Q_pVrlyOMmW9V`~AAKlFl90eC+ zlw02G98`Qc(J8aSarmw+KDH=DIWY%RAyFb&rKVT- zNm0R(V@SgUNrok-!*$!;XQ8AxeJ|DTiwYHjP}|7TT^^LDM%MHjxj~Q4FzaQRTe^^l zZg^5Kzcs07oo1_yHe5n5#fPzKx-34U@~OU+Q9R3y=^}iaZhT0>muB*@e}x@{IaP_7 zt5yA3J4724c(mefo`fEvg)*;yVnoG8n#PFYzcPjdhIU~q3mz*^CvuupR#`IkPuddu zt#R81zyAq+NVVtxDJ>iN+!~{&W&XJjg@hPZ$Sf`ICKhrxj=%WFgQC6<6jTYKI=m3t zL>LjmGGgXiXj#arYmwI&jGW7>?1<@MYPJ9wEm+C<5wbE1I5K#0)v*45n{$_kR?=#k zjGT3sYOd~5kM<(YsGQHNhoJiR5Ajyi|h}W+GUi@B_%#JtnI%dHi6uZx%VpK z)GW(Nw32-D^MBcN-$!WeUI0Ztq472{EV7QwMb z+Ms8k+s(qA$ojOb@v>?`RVrOxmEES`+dxhLH zmPgqyAs2%ZtDsD2K)crjR+1c)%AYB$p_=YUMw7!G{+|=fUGNBDIU5VLW~4>aUmDLz zdmE_Q63l?B7#&@IcV5Msk@oNak!ot}QIdK)w{tRUAKUKpM#~U&nJc#dEld_y_l_Y9 z(aUf#8$#Xx+edc@UYu`#{Lv5gtHb1Te51Ams;4l$v3EpY(4r=FBW0%crketqD_OqP zK2ZytI>EDM3kqA$TeEfbM)SY`socpfLp0^SeXKvP#FY?#E!$)pFOjBG2SJMFjKj~n z*}q|*3#DgoeN6e;<=T5 z+c>XGyx(7c`Dw(1+qtEglK@XQr|`_4wno_U^S;*xyaSA$iUIAJzuwZs)FiFqt1aLP zC9<+o2gx6(;weR=(FFAzEbpQZS-IRW*yC~m)A!gJzQHh z9hQVeG!%j2ms%fTv_=IChV@7(3IBN>tm!dWWcYuh4~h`7x(=e@94z9cwLRUPwcGBR zE}Cc+?$v-&ujYwR(BFcJQ;NNlD<4o^1t`aViGaBF#p(u3yq058rUNS5ek1fIAjrQV zOGD;Do$TVuOqiYWWZ&Ma>DRb$sI*~9AdRHgXK7}nf0!>7=T}gCpP^DT5;{lS3}^{% zJ<3z|^Tz0lO&Gs2cy8cMWLRWiNc}cWFA?GcGm{vE0pF#0n(FY=Qn=?I)9EqaZh2&X z0ucB5CE|xoY623y`(YDeN>1DDG*HEvLP!uiP$$2%^`YcjIB{N-6ElJ>8+<%ILseI* z{M@Ix!M5qwb%_GX2Oo^*DhG9JPrX`85X=gcAUqYDJ5LQ8z42+N89&brA0(o zAgymxSiHE>$0s&U&~<%(nPBs7B!Ti9Oo8D?o^%fyE@n-w^AO;s7Q23i;A(wysxr9(a0kZH@uE}h ztqdh)V0dQ(NnaeRV$@b%9M{&H3*_YF8T?ouyIwD5(r6%$~;ejVPMwN&QuLuT`U(SB8EP27zqgw(^Wwl3l6*Y9g+Sw+5+36YNQ%nyy zu5qwEy@i9@XL@IE*Jg0o=x`Z_#cBtK&X`+{5d~Ki(OJ_XX97-nAei#;#g${&8uA+& z#=6Nv^_Qw&`mfqH_4ASr>Q3~!Rc#^@tD5$`TwZcw?1Ar;PyfA8>+`a--)SC0N2sFs zWULZX4iqv_Q1zO5y1KA`@v+6K2{5f6F(5ZGF$ynCWo~D5Xfhx%GB`PxKv@D61u-); zH#3*9J^?6ybp=da-PSGc#a$2X?(XhZ+&REO4(?8I*W#|lDemrCq`13lfuisG?|t{a z{K?BscBYJ(HRf0&dsCCkID*}@yq$pT%|0su`J4P|x?HZ}ko3nvmawWJHs%njrS zmNIh#3IKF~mHSvS0FvW%FzX2|L+7~;Rv<_{SPNsmVXfddjMVB{vl@N;^+WSmevxN zQB~1@0!T};YDogjz?J|dxqrsNZmt6Vpn(=H4*#V_Nbdv{LIRbe8UAA<0`cLa0LazVt1JM1WAw9qnX!Q@;-QHfs z%mE0XlXP@&a(4r|0F)gqfi7TxhNFWS_&+FrGY62p_x~67e-ZL-X8-6Q4z~VBIktb7 zK&~<%FQBCw$n77gt<3EIk?3D_9pJz3MHy%ba(DRmJn$bq{<%?0N3gy3|2^`bHU4!V ztG=$Zgq%3ze+}@jwlvtn(Gmo<257qdqotXP<$nwRYO9%n{_URskok|B0PO!SS2lBh za{+k)4A@xy#~y6|^ZX|=`hO@12}dtqW_CVq05c~C8-ShbpBFzDhyVYgYvJzV0tCDL zOYnbo`A_~YBLRV4KntYR-;Nf7p|PML>gbg zd?j$OP=UFQx^>H3TMbcTnBvOLJF8W2E*Hj-Wsfzj=;((<-%4CrcmT`N8_{BB>3^UA z_ZVx?=WN1?uFOTBcUPez3cl^2TvHR6*cAN;b~=dAyXU5BQ9A)g@O zA`7DQ`mQ$-$#eJqLz$13tY{*}a~Uxm)|B;J9KpoOt+n#YaO8N^RCf}NDcSVvv`@Uy zTMVglypFlnpBs}Z>J4h4X0r=_9vHV|$=W54sQB^hbv)Dh3HO;=(WB2>Cp61HVLi## z)!imIChQchw8^_p6nBDTG9RyS-wy{`<91~85nI#&-0ee=FpTCI8VdWh4)%?T$ynVa zCdAJwT;Ma(vz3JE9H!&@GpGyhOf@|H2=^2U7@e^7jaUJ9!BZD|_-7q|Ig_^~{;*w7 z?|@SQ_~*yC-#)+&9^`WTKz*gm(Z zNDROXqX#7@Inwi6d=a*z{{~9=N^YC%m&fSTlX*X!yQR`kd1JQ552K7x+J}xktkTx^`yr}IW zZ>QKX1HGbUHomLo2a32u38qB%&bj<({)yK=`XOmMOe}+w$@-(FJ=n*s_k&O2LxC@_ zEX}q~^VRdqY1+~`^V$*G6H0f~?!!(XzP=YSgE1PTZ833tlq|A;pH9j4cpHIPNjtxF z12W3AJUMW;58Hhsz+wWy{BSrVbi#Jy!x5hr-ia*qXxb!k;+Ql}-bOKve>JVwIA-Moj zC8#$)|D1MUMHB6R)@Xu^bhVO@e-SV|7ZHqnuDux%>heW=Wn*Bh}W>3hm zD+OiI<&Ng00~_XPcly^wqw3tb7Kc2Jvm9@EXu@iLCfSeN;a!_E(ySuZv-~>Ga`^Ya ztRjzDc2p*RV&$F(sXHP!zs8;E|&FC+-&Bg*gguYg@j!)5w@9t_@AG-lnp7ATHZG+l71=iXSUkXC|52qZs+TN$3HaQ2TP*$Y#w(99+&0z4GK6> z7!;su8W~ze2MRM6a+ucg@{96uxql9Sg95x|#eB9%s7m9iW_1uWr131!1=3rOYLyPrcs2H!5VXzOksZF$yDpd`MIU>Jg%oC&8Ps!-1TS%XoMOZn8$7MNY z!2WTiEu}UZ{7IauCyu*wo_A>MiWQ?toE>q0^-9>q_{ne3vC?O-*9c-48a_5{qY1}V zS&*r!XZHr}6loU>I%^v0T6=KYto4Y`ndmCb5O+~7!KC&)90z~fbRxT%`}7T&JDl!v z)Bu!2QsN$KsNnnh(h}`dTYK_|jH8HzKNmX`JfW0H;8c}PU zkWG>%`w3K?bBfH0F9pkK0Cuv{Hi+^A>J7qEA_KA1^WzC7&tgw$?FMvBA0GJcd2_Yp zXKj951w|NZRsQo(Zs19im5O8%fh7-r|Fu+P8SUBC3F}!i?Pae&>yp#BV>d4MlZb_Z5VUzeF3Gd`T~3^x3T0-62-BEMriAjQ*@ApTdxw*a|Sd9J&!kx zyUy@V+(uGNfUl@z0LVSr5(B-PE};#`O`#8Y(Mdz44As}sYvu+`~*K_R;L z?HFz3%BFLj#A=nf532bbN_c6p5TRG3Na>n-DsNreMIKwHIps)HMzb{Eph+FLnGaQh zS0%5gVnUUsoRk*c1?&u_z-gmY0K|UsIL?HW9eyt?{J;>)j`&pX(>YUJ?XUBg#6&QB z?Z;aolwp$A=5j*r>`k7^;bAR*lO_VH$>F&DfTNac8!7=VNddcj>WcHo6y#}ev`(&B z!sqPJ(RG2(x1dy9&I}9KC^@suidjP^dlF|$O{lHM zX%PjLqD+QS-8+@XAA>hl?g*05#!3d?F{MR}Z|yxfd%xD&RjR!+eq!){eJO)qY-GW+ zIwsBt8wwiU`@QPH5CIChFeH5(fj_!z5epnD5(r$kOVg{b^YX8JROsG>N~QVUj5M_> zJan#gA@JH=BDpO;rbq;biQImV!!0??nM5N~=!FW=sk4?`WIRu7sa>TXLId84J2%01 z)qS%f0`Aw!QsU>@>L~($ru`+ilU^{3Q6$dry7u(!R^U6UNg%zwO<8|m&tkV%HHnD% z0&+5B@K=y~^5l*q3Kn+uYa~(S(SJG9*1^XZfx0#Wv+zYj&RI(j8{g?i>1mOFDTu*x zLh*BiT0PL!@59xb{#}pC(D==*=D_c@kPeozzh}89JoXcegz@)(e_c?Cj&Uzg@B|RS zpMh%`$<27eAweT)uVA-U>_y?L9B~+UQmfWPnm!@(S^rLa`j4%GVdk`NKX?QZGVCl2 zTZA({^m*3Z=CI{XR`g|Z=w}Q^?P7mcS{jEu07H@e(I0Ba;4g;DrlS}cV!ofOnthOQ?6>U7DN`CTZ5aqR)aFtm3+3;W9x|wMpAjM5#R06k>M;P z4~*z47|%OXr6g-VNEpz647ALD3}2ez&+F4d9Got1cMU3I6WBzxoy1ja>Xiw9kG zIp3s$FOfTd>k@vE#Y$N2;e0*pO8fmv=#no>F1IEUFh$hDOqx-$DrtA2kZ9iT!>IVs zoeJ^lj%ZK^9H(Zgvi#){GB?|x<3_P4?KJNx%jchg6fA^)b| zMmF2d3r=d=+_ORDw_`$rE$-Kj#NpUnokTCTBa~o&9~q?bM?kp&6U7uUEVK~%#Xe*g ztPDRl0_!tzral^zEmio5f~ zhpM%INdwZ0Kv#6a)?);Pj?9}>8A2%+`ed0zgFuQtMr~RNjO%wDK>e^tXu*J)RN1N~ zCznW%BSQOK_7`;?_mB9{oaawf{nUh9#ek+=9W>3Wy`Hd4uR85_=r%>jp|J7o#UMC1 zF#<(X(1hL_=q@jx`usAyVcHGYB=T|XVVjtLBRh)Wx?dl^+keu|^z{SHo2NY>HGpV@ z@}3X|_j97dsHd`2Q&e=xjn2w~^iXm#r>AB08p;W`7Ftv7V?@$&f z*~297dL4HrX=}B~Gag2GixP&TDldMv)1JHmI6exRJr=2J_#vYrqOC2f?x-11-ie)& zW~aD-vl7dpxdpV)t}KYu)nFP2B;f*o;Z@;a2w7*xBx=d5u#%1(q!35Rk#D9J&bR8f zpgC;n*IN%JYRLR^ZTDd}bsMR?z%043I|%Y4G`eOmd4Jz6E)yt%_HR+BdSZ}Smd+M> z`Uoe~zXUGW>e9_sq=Mg5>$7|yqn)}$xJOt`3W6R+`Zz5|r)mbLlXA4S)*NDg;Jt$K z>(BpW3x08b3d$GqbX$~8hEM+q^@V$>;0taF<(Tt%6_oBhr1K5>EQx=u9RJSkXT*wJ z6=YN~Ei*2WPsp8S*_1Mtu|Ss3o(aVaAQ#pzDZWz3AW!P4(&16ynUjYE zUPqOtYm>zrsFzumURJdARdGa6n%OT8b}f~->{L})+CnxOxp+FPjW*1Gl(7XJN$y>+ zSt~2f>Mh!&gntIL3(S$aS@NQapyf)dzh#9sbgKPO%h^E*Mp)q319sGTbl>VUyA!j+|76&;FU8x*e<6qSs(@ zksIaa1=hzEZ*WLL!L76)GS6MVJMlX@0>F z8$~tXL-$92@07ktBIn5JFYgxP!-G2N` zQ}2$_4s1FV=vBD)A!qUr)uu)#Nj?q&zFQA_)Yue=xV=cijS!{FafJ{1=V;&|{#wd& z(BiTBqW1N3sjsxkyT3v^t!$myd@5!g?Mc1{qC}>DbNy9;OBKmeZ3{~o2QDdBCQbw5 zOKU>fHJCWs-bJhs4z?vw4e{HZ83FzKKtjX57u+7bU33Vgs8hms=kQ&iU)8Rl)MPh! zVXz&v8G`ZkX6BX=TWavjdje&N{1Vzy(yqYApOdrB0aLUwZXXF8cdBJ(q!`2dY1=Px zNdVV>M`?GSN0%ne`Vd1ASVYdBTbY|o#A+FSb5Rn$o*Y7geYvK8oYHtwajeR`(v-CF z0$EWtYfxkGl`X~yBlGfD%16I1f7XBG6)M{_hIOBo53dmNI)W;qFBmlq4FKKlA{*w5 z&0JL3U&iFieRVC9BG-|TwdGow6wb@}jxh3n4_LkM4#;4uM|U0N;}N`M%cu{V!|It2 zej|XQVQy`+ouxLvU&G?!&8a^b$>DT9+10I&V`*Wg%^}e6uk`X!i4%RUCu&pC*t4vz zzwfWJb3grRdG2ghn^{`i!S#8TkY<_=_xl64cRwh!&RNb04kFgx)^+@g0;KvxFA{0GhobQ68r$ca zqmwp8gjlu>A>w15GHOYS!AF0e2Y6<9Ku?{hJ9Z0>|FYQb^PozT5$A?i>W?-G@iz4_2cgPZq}GCN&DfP;B7zJOuJ=%ko^~bTT+iO zQo1%!x81$S;qxUcL9&sQ6Zuexvw43h{m-U;Xp9){;~d?|D@T8ETORMy48V zKp@7(H8OG`J!S``_)P_&k=uqM(#DcDnW05)maor{_!H^xiN)6h$jqSkucQV+_25SV zIJ$VE6q5HWxxa}mXaQ0gkBjGj=rnrdzh}#zN5nt!j>sn-hF6JIp*8A)gM#lj(*HugrVGBkvNen35^Fg+@fG(NXdV^YLM8R@$%6ml-VWI5~uD3+#`6rw}OHYnN( zlh_~`TX((@-=rR9=Ei6-sj06s9a`QLqK&EwdKW`nD(()|Q;)CIRuz+faW&NHig*=E zcq98^3RE~c2EjPhOeJ3>){4eJRj7{i2POCK@Msla^yxhyi3H2@ci4gD99K zN5+P!>#&L9Lb>aI>2Uaj;X}YwBOa$!>w@T|(B1`+wYB#A>8!AW)q-Ea`V*9dBEisD^FnDx z)f?;BSWpm7ns~^6!N@aYdYJd{Q))sN7OeT0P5eIF;z#JspO&&rcy(1ZfCP`)lQVcx zm-u9L#f(p+$cY({;j7*t2Zx4pfqbr-VlYlzE~j3`ylql&c)KSvnQ94{4F08833saL zZyP=we^yf<1<54tL{`_dPo!dRlie&q`|jKS_hXg1S4Cuh!R9q#3Xfcw^M!`*=|pi7 zl)6-s%x?V6Es$plvg0JiM}GNOY0qu8Aspn;gj&-m@_GL(j#8v{wMfNiP`&n$OAA5C zyoYD|SaSAzF%YtXz|ijF>2UzhLHjMidk`n6xCW*#ugg?K;1bMvmCDc*zb1*Isria# zxZUN2sn(uiz?%sJNtmfQ#5*NQaOe(UA+C;LlM0+QTEd zg&`WW94B^j3%H^NJ=C8UOQH5^V(5~lE?GsXT%w}vI`TtIS8TX#k(l?EkE zT7ZIo;Q>&E)<)z6S%yFP=rMFuIB-Kdd{sXs(56z?d2yX(k<>CaFT4mjqu9-uN*IEt zL|QUXi0Zf&rfhw5+8!suMANF5#|BMd;8d1n->3|LnOnU3%bR{e>_YZ8QPSIM3y&5a z=V)zgbQp^Qz;HN1M+gaT75>dvA*J9Z>rQ-sTtsh92@Yd6(Q&$_K|1@DgNvPl6RhG{ zWt86->}tFFl<6PdbSF%*j&8#krG;sUNuzUCY^oABXAHw-kHGFhDFQHNZ(gslm^ok~ z2tJR;Z?7ZovC5~xy!IUe1 zr%LWOKAb5!)wvT%$;q`yJOV_LtsF(J za&&2_Ds5%lrp?L6={#wWLbTW5l#q^3SLhe2eouwCX zZ{s4@K>T9nKGn$^-a*l2n&0c-NF|!QX}vtgw}12NykuWtY=7KOg%J8a*cW<#&pU^q z*Yn5$i`(jC{uw;U7mf37&7zkV(;*u3MJVY_Q9+Ij*|v@Jmu4=!F9M&OW>f29m@8jj zadEMsD$HWxk_1)G`0jl&(VGkQuE_yoJh}fKL4aZU``jnV_!`OIN{JJ=Bg$C*f`X}Z z=oLuvAQHzJ!3Lj=ur#6`=h#7i!m%mX^TK99+}yl!im&rynrWW2rUO$nevFG2V5xh= z%P&8dZ{@MIVzcOR=BhQcpMtYXhRD9DZ9&>4NHrFtuZ{lBrP+vxL1lwOJ z-1zD+AjZS`mtnXaNesi4{zsh zU-HWB2 zW}zE6vD}Jy{he2Arb#W5Dn+(9gD3AtnRhHsNT2mvz330#QNCb*hwv9YzW40g z)#gXteMl?G(}(bEhPX-YghuevXRy}MCRmnrpxDL1*ZM!VbO-x9M{oQNX9$N%Hbojr z>uBA}(w$J0$Ol+|GnZ6{N&C9GZcnIA*6L1M-+8DvYfD6gl1rb<)K&NE$OY1W#*GJP zqskh}JDm=6`L&ad%eAD|t)HQ(F9oA*oKOASBGrpfVRd4Km?%qmpz-@L$)d*BAwdw) zl%IWxdjsduyn9S5;Evdx7W>Cl$iJbKGk$Uxa*vanaBLTUw-Pp`^5!Sr>D75?u-1ip zMDh`(YV?nmN{N!!hSu~$95^JbW=H3j@ViF{8|@9iNmPKGyd90(VS#?{qwL=#y)Q+I#+<<| z%xGh@`-n?V^hWm3#o;YWeu#Ir*356e_b?=&eomo(nqiUs0!z$d=B028dRb(X2WB0% zD2ePRenY?T;aad1Rh=`hgnOSdF-=C!dJd7HyXej%;v5-IiH|IcR}pc{c5I9=BAwIO!%wZUjtr;Npss_5l`eIhpv;1Q&96OPG;7EF(r^rQ<-C>1j7u~?+**=r zD6l;)D#mFl_M`ubFp3NL*y%v^wjPUNr>AY6N*z+0C=PV?2e2o`*|#hI%b3%KY$I_h ztU8(=fxw!|0uJgu#kv9?Ne!GTTB>?@tZYq{toRL=KiN$>Ix9~Ot)m^sY%WmLI#M}* z6Z3S3+6J_|G)by@hku&OBGrsx&ca?Mx#^5R>t6;@JwK0HN`!ukRAwYR0Z4}U4Bl9w zz>Ai0h`rDsi0aH0L+XP5#b)rZs3f?w-ft(hfZxGqzuR)cOH%{TJai@wso`;v$M`XP zx+&^T-gV-5eJy3KcX?i9M07_cK_fDMhxc7FdM)#2^(F>#=RVV^1gbYF%794liU2}7 z)lVbp4&5}R_^>r?y0wqcE^S}AafP?&;;zgnyL_hFEnbtUeW-r8g z48>>As`$d^a}C>7((fuiAP7{SrY{T} z?lQ%4jmo{B1ZB~Z~-gbrUG%cP17^*VhNrhlF1%o>m7 zV%}K6X(+w?Rnvvm$4Oumam}V7sQie2oA97x``MP0n>R)++&G-p;)dukIK(DE9Sq;J zz!>keHG)tFpzUC>xvpXMx26KdPN}ntsxK^Se-eV zv|)m%HXJVlhjWhp(>lyGvyA=Lph;$LJ%Nd{erhyUZMw37Xn5cB!&m3>A@3&orEpeg zy#5&_p8k@Qsb$A^262Jox(kWyWIDknbqEv1f!tA#E|b%UrrJ<{-Qd9ll1+8jK8UL} z4UD=F$;PGg-j^%vsHNGuj}N;xCplS#{zMofw<-|JlEfO8bqtZ- zf$J@Zq0q5s=wDk%Hi*;9e_4ihc`PJ{IXZAuO61Z^5tk}@XB6Yz_oI%s^sU}ohQ@Rr zZAUAy=4rpBHq=ix2=f)Bk5h$7OA5yPaD0?(Y2z$q&*i}2WF%9L--&Yz?V?22WvLby z7nuxD2F{oog|MJ~1Sf?V}w$f;=``Ot*wnXbb_ z8^Fjgy}+gS!{|WJ<$|COd4_HuiZBbQM5B>*F{c!s(54R; zFLA{|2gr0XS(tPDaz3PT1Y4WN-%ANg7|ss5RYf;VWBltw6(-`A)B5p)@eF$El2WU( zlw@=!Fy`K?4-*^?V}LSWxWM^$K!rM^WcMF9dvX&Z3upE@ik) zr1$5?_+u(UzswfUi>l7dhUnhlSx;35i7k-QiqLDU8LGSyuJ+yNGF{_RNN7S7-=_}b z-v`={Fxg!9L?2Gi_NpNB%sqO)Y6iEWe+jw5nwNLmkz6OY^3#^dVZc4zV)aHz6;_OE!L%zlLhKt-uSvK0i8AZZ z%5>UMrr}wogJnBninj&eY0Aoc#IMrrkUR44novW{3)VefWy@x`7X9EzzQ%`Ge`YYY ztGUqL`Y%rzn^(gn&l|e1uCYfH>p9HMI2%$AFZR)n9d#Rs;Pf$;qu?Ap zIs6JYzJ*bARd(prrY#7Ff3nnKPF+K_*=nTRYZJ8AObUZth%#7UNWBa!T_vIY-aGp+ z%?`?3>u@X5teB4N3* zGnL9*CHpS8iupdme=Hd6Q3qrR4Mm$D>3kY)?a|;E>ipvpNu0fWSr%|vAxTw#uweua z^TMU41izjf2mj@vBaWKTfIHIB`CaN;CMTAAbM2RE7T&_srl1|t4ywHqw%oikmAcNH zV59=^C`q?#ZVCyn`6>t1nwncgeZz4HO~>x}JRS+D@7k4`e~#YnDe|T3%%bQ1<*yc1 z;EPC3n}%CUnap~>9;^X>%X_D#NS-X zS-UL9Zk@5X$Agj@R{cq`&0b4=k|7q$IHMnbUWa7Wgxp$; zeMVDpNQ5@tH2g-C8+Pi>mkX{Y`G$^OQeLqkT#wKzZe^gg`a*eX`ZYRfz6Mm~Evj6; z%Shu7_{gg4F1qOUGvP;=0W0goY-=T)178rbZPI60L}lbpPTt-A!tvdC#Xp6xf9ZmdY4iKW z3x!c7hqkVa7nvVclRK3kk6NkO_FUHPPZ)K(?zE6!c$ee-7o(LE8{ievOy*n7yYe*U6O%P|d_j z-Y)5`TTGyoGBXH}^?v2xm^m<$t8fd^LUl=88f6Q?rKg>nATD_ARLZXuGsI6OT{Ejq zeDFH#WU12rX>*5<6C^RSm_ypYggF20_T6YaevqY7(@-Rr8oS@+5gPxaxeeweI18bh ze;`7;ue%Z!xoyCa<>P+s;n?>ImAK2iakLN*@9GHnr1H0`&)Ko+g^TY<iKKQA5Cj{%GM6 ztkPrixW;fOW3cLtG2FXhG7f*PKf^KHIK8CQ}P-amvYVDTfXeAh$j zdcqqsa`o_PmK(Vkr+Dc%_Hps}f7qs`9#GLPaFAT-^6V=gYN zPSOp53K1XZo#4{*|K<+^e?*LeoMao)W>ah&)-)h&;s$5Uz;XRTkT;G!uFlff=PW#* zrq34lHgk%Dv`uQR)G5n^VU*{5E34@6s`=A@^AXeLS%%y{fJSf}zO|Jw;JE6j!8vLt zuL4sB6Ae*K{R%yV@m;e77D+@k-1lKa4x`vke$oOGmUk9`s%1Tde`1}Ml*TI))3F5K z{vzr4<_u%HgT}D^dFCKhBH<`TDH0Yyx@&Kfn&t_VojN!EjJCR$;M;%>;2KqbZu;gz zNd1x1yL7csHL^))sjCuK>uTqrM6wBPoWb0{e^o54Li6X}GqF4X-aO8okI$ft_-boFl6WC321r_e)y(272(ngZQh9wPiFH6{orIy2 zlsA7F#py>c{YY4TmWJsKNrFl&>EDXj?iKSuw2KqmJU?{t+0GxPg&bCupJI!@FI7Zm z={=f%wnYPW2osC{53gtc&XaM>6O--46BIEZH!?8_FHB`_XLM*XATcsFFgKS$SppOV zF*7kXG?%eH0VscYb8x2L(rs*G;^d8O+qP}Ku{jglwrz7_+va3qYhvCxzw@1Q>$`R9 z`KNdH>e{QZE|7>2YXjFFGq7`dS(VD9)PNZiaawX3m1TiffbINT-4dz*cIqt zFJ|m&&I8aiHv_1eI|7(l04z*Q%y8rYQ3ppaXP~8(D}aB>l=>ehK*QG93}^>*2530g zI=BN(tpI%P?(RbFE^Z9YZUPK{lT^*k0j^f&01Ke4IY3lVNn2V$5Nh- zwgo7;nb-nN0dhc7b9)zaYJi109Y9`O zO;|!vK@EQ(F3PAT3NW@e1IS7JO}BS-;rWX;H+8oAS9Np%*Z*3!#{acU{%id=>g@S% zivf2&YbFu;GS(&*2%&csj0B$z!AODN4shhL2 zxxMQ@g8!}MKkI)Q$=ux2+!Sto#le&}*gCB>w8B@sXs!~Hc5cQ9N}nkDw;T4e+BosgtXGqw|4tgx!|QC z+~5jA1INx(0pdF1)-_{eJy3~eiY+VmtX9UUj2~5!IohcFXFnv$PW;;9y}cy0J|$YF z&L@KT9&HWEoK;BSm5JcSzX zeaIV)_aA?Zct(grg5yTA zS}h?j&t}ebQRgWA9dREA6{dfdVk9U(e=0{lB1xsC6w&QA$-1W&5{sLM5AX6TR<%c^ zOzT6t*=Y;#B}Lo3aa9Z-0633FQ&P@9SF3j_#^1Rk98R5o6rAZsq^r_97F5;) z-Ctx>M)Sd=twd?E3Aj0JO<6(Ia$tYXDBRWUueNRnvIR=_pvTL{x%Gb-3U5bq)gYQP z(Nzou72}J&4MvVNGPuP0EC%r;eKo>8?S{b2X7>?&@N^*pLN|ZO+=BT`FVkO1b zlBaSWL#l!GgShn(RFyp#UQ9@%d3^eL5r@RicUGz?HK2!Zmk$xO?oYX3P5De~gwU1{ z9)JSBiv2J<;hP9)AJ4T8_7WG8Y!_(EF>~78zIcBbn@msNJokS-UXT4%tEkXhx?r)$ zaq4dru{qkw7YsXDR zsY>bf96AhJP^QMU;Szjt2hu~wc$2gk50VXN%9s-I$Iq-f|CD~@uUn|LOBDZ*9r9iU zfkmsgxG5}RdDeed$}5nBUtW2vO11i%u1b9qn~w}}sIi8^S8QE)Be9}3TxW8w)2V5D zBy_VUj@`-IFcjRA^<91Q9qdE{7Cy|z!Q&(ox=9j8TNOFJ3zE^X12A4QCXQgOvwCbNYp^mJIG;{Nrn+Z9o#DqM6qDoT-#m4*cQ+6X01Wnljz0^4e^-t=4 zKSE%#iID;V%%O=b1i82NCE$c$rZ?s1(_I%?2j zzYjk85`sPVoE|lAKwd)0!Y^pQ`-_F>3xS2W(^`LBFZ~&E#d+ktXxSyzvqTbUMt7{U z>*zGBCac&SzC;t%g4@9u`UbPRf#U;ZvAVMgyMe47v*>dj3p8_tQx2Yo7gtKH&WFp)>Jq}%kwk_6nWr^cZW#r(40W5qW z?Cc*$qnKCZ*9yKCZ0h<*VAx^-f1bY19ZG0Ipw5BU@)UL^Cx|ckkkAAomp31U2VzM;Ob)HgxyZ&X zJBmQ3ijsVWf47**AB|@2teWAj`!RpLS&%wRAMetz`K5qPvDv_HkX2hXvl>K}D&Ku2 z#JVYRd*q62%QWY9+eT(Bpx#Y2JWIg4z{MrZu z=S%oMl+4`|wY$4VbXW^j^j?ZrPc3>yL$Pcyy-PP&>cX9R<$4C;I)46DM%2}36S!MlkNuH=ba=0O4f^l}mxfe=LR;}NL_W4cRq?GK3LOz|HqK!<^nxrqE7ElUp<|k|^ ztt|dg)_348=JCi9GlHK39y-pTGgUrwh;5QsYs4LvdmuiX!{9&^zV=|Hr<^Y|hT*^F zyF-6tr_)D?fsWBgrTnXO)Yjm!*AS+JlaHxow~$^JVxE~2V+Mab9GyJO<_;cbed|p% zicF%9Tv4CIj4Y}0XGWaKa$$f4&}g2aDLXyeelLWh&2b&HoQ!INjekPtG!hsfFr0CSTYv!D@^FiH6+K zi>vhW1;&o$);xcEP)bpgyq^0aoizRqt%xI`mJFgyr4B)oLAyTBzPbfNV}R(SyRGVw zV|5EBr_q(>UWSo%ODD#}jZ^XSh{&fwhN+Z;r_AQJA~7CE9%b^WFzNaqz9Zaj5nb(t zV0+9q$3pzi2&dsIG!iVOp*#UIA3awlx^1EcCXmUdzjS|O)eef|=II!@y^_0W<^}3X zyk3Y@WiiXyIJ!TC$TgKu^-P<{NrKYfH!x+NECMSyJHs`1kk7bxCC-=TNJnO}jIv_- zXM9{$zmjW>kx?{{Nf)7&h26g0g&ID1C;r*&zh4WD$a>iKx}LjSe^wpqQc(RYiJ-K0 zCDW298XbRxGo=lAprKC*`*?YS)%`RkALtb#?MmY+`K+^Vl0Vj^8+-w2h_{yeovS3t z+S>`-W=hwPtvDha`alHg>_WQEb%R5RQ(HMm6iGO?d!ccfI!!SNT@5*hU=nw`lANG{ z4>o#g5?ye=?mP&1t}KAKB?P33@^C-~^4E1je7-9?R%J6cx%Bf3=jjECx$kGnMiENi;^YIKL|f zk%7soos}aHw|#C&R>2FOo36q%DT+HKE zvSfca)(u(J36tQM56M^f7QA9v<8GQudtXJ7B)&2?WsNS&c!tb)s8M6j)GYwftT7(%AkY32V zLBH)9;L!!*4txK=a@*7S!FV}te?b!!v4wxC+kt&>tCB1YT;kH11#?duD@rVAU>(?@ zG?&OjYH6LNUXmEXFWk8#9dC_3%vUP9tF4e4$=Gu{XiC;o<9`FJYj+Po$9PTWqCMQ2BNWT+ctQVk3!dK{@SDdKB0ObVM}ZD}j8`j~%m zuxGvq&7)w_bZTQNZX&H^x4+m;n2eOxoJ5+vdJ zO*~<6&fshjWw=leblKYa?9RW4ttNkoaiua5en&%V4Tws))6Phd$ai8+G6YJAh29vK zIhivwSwOMOOQaVZ6s%Hu8|nJgOoa%#SDL1Jip3f z*x|W616X`d;422c)}Y{~ZkkojblO_?|FwV;< z7p&S~NAIYVhaSY-jB4tR%2$655iNjk=pWcR!2woiszaew{I=m07EC(<`Ep^uJ(BO~ z;n8`CVeDM+XeLHqWMU$xH)}3w!%iT?LK%ausW>p)YWQXBIB8$&RXPjJ3|9gl{$`n_ zgl`^v>}L8KKJ!l~mKhgb*CDDu1kIh39BLj07yC|si}nY|I*JWqbd7%pX{8Bzt!A1x zC%h5|w`7m;HO4v}4Je4l_ucX=1}RVfG4Oy<5WRa*!PWFeI-xIe+Zt$ru1?VqB8%sm z)jM*do-0oh$;1BpBnA=z$)%^0;xxH}R0IbZCcVa=xwq~Sme+wP_ljPC0hn8#*SX$uJLsst&qAebD9S^(}Q;2@ZTNehz;z6Lbzdqm~iux3D2s zg*e*Gh;e3v;|p@IWrn-KV_I>CdIJ(wPKqkUtS^lei=LhODDy^RbC;rR23a5&0KUo01y zCkg8&xv!-2vqmKA&FJ=Smir5B@Q78bx^|y z6(Vrk+tvn)=k4SKWAwE7B?FnTSAfFS*AWHj^MF@YcV@yS>#pJUU} z<3RVVjZ8l{PQ^+K7Cb zm2fB-JK=8EcASJQD~V9V0k@tL#P|RFE^u0=@fdDN8H+FpJ6}04lZL(r5u9CyTp)iq zs_i)ue)d>OKk!aUh#;-yJ%`MWzfB*s6yv>4MjyB&2s5_+0rZRKa{9YplTlR{z(=2C zC4uY`v`V`rk%{C64DUq{>f_5j%SzSczT~%tcyLW*tKBQg8OEZmb+DB4rdtHi`wO8D zSF+e@c45IDy*Kn?{WOI&ac)AC4itaYwf+^;i62V3V>X|~#A@1S+%Wjo!Z`-%L(uN` z{+2J;bRf8UiqI&_EqFik3;5k~SiUbh*lfAyv-POW(p|FTc63cMZ}p1~LRCvIwvIr< zlsA3M?UX6$vh=ABNhaiWN%lKF%xMOPG!`d#CWlV7CQeeFxOuG+u-(u=H3 z;@;b)3wSrU-t~PU6A*wFFUj$Z6=DvccP`YI$$}i*YdC?(%#186EC2fzykzMbQ8a$Q zU%cHyPEYWQ{f$7~PohCJKe2yqp1reRW|^A4&7s1Vhn)}vMh?9%5*?JzCj9GWj8AZC z494%7S6!AGnyqRxf9BW8O>b~q5_L9BP<^yj_pr-@8F=Wb3=i@JG_|x4_|BMcJ_l^= zVP3OoE69@1xXb$q*|YR=gRRs@@0$#0$bKm3U53Sv@ieI5kvh-zFV%l2yLh;-zCaO= z>Ej4E5!{A*K`ZWTp=?=Q&4!YrQ~5$x_Uzs7?QBJ4bFd-r-W^N0{=g30^;XvAF~%X) zK+|bs|LH#d4I@H+(uZlIQ3Q|Y&_%GW^fkh%p0OC5Un=~U-FU;5Puhy3j!wz#z{&$K zM9SdTio)$h3rVg-w~BvKE&fxlT*C$+-lJvr3D1z^A}t(woJHy`)(#7C2T{pE8ZZbuu0CCQrHai(CQUsnoA*N^&#>jk@~FO1M~0i;B&+$|GXz zOFt$=+|XF#J~~wH%03*V?(I00~u`RBf>{TA5aYAJmom z>@AdlQcuqCt9B_1PmL}1Pl>0gG^-~-m6R(B5%hRexT5B%;7=ZIhpQpjtxLw~U*07L zVEM$tcpu*z%9?-tj$w4jqNTPa*7vU;JJ>x=i-RLyV)7(_a>}yLb5S&*^QLSYHaSvA zxpoZ5FFHJD5Pa_iBIDTF>nSDk;i~M#nM>=%)PO(h0sJ&Hu&RzNLUoKHK2qw5Q14mf zy6MgeC(ge9nJ%lLn9EFC7(c8A>wx9hhvQ8|#k$5{a~FU0Z!-{&Oq>L>F%%g|6p4i#e!QX3$m&< zzRE5!z(Uc#+Uak?aQL}7!nyZ3Q17(7}blV*SU7?uoPfEH9@ukzT zJ>*f*+U- z4E&aRl{)KBdDN|(kJ4BrtVTZc%rl6f@pL}a8TZA|3d2K)TH?K@j-~0D6fc*kxWmO) znx{sKIN?Bl7{iPIQmN^O(~x`YXu$7D+^gU2lN;ra*;zRs-X8v#)<-qK+;SYDfgf(f1eh{oR2`n zOqkx|x<4RrAT%>zUsaa-v*9Tku-c?Vv@1f96UVa0`|OcMJ1A9{q1dyH?OQd1#x(!Bz@^wBVy;4C(i?0?Fd}#`9p89_| zGhSI89ZoXx{o7=iEUrM}zMlI_CbO6D@907=moJk1xq`qAlI<>WTNFGlT?UK$6{PX8 zG%9jpY-#Np1e1s?WbU$u&2tdnyOk~0A*&cI%W$l#l4wSK{cjmQzo&w#d+d=zl=oyJ zT<_JvJutpCJ)PE#5xwxAVlOLFTIqkwo{$`G8klHYwD0{!N6hF zdsq^>ZXytD@!Ks8#ng+_iC~K*XZQ4lR->=ak_Uq-_IGUB2!2i9D6Sb^+N{s_Y=;|h0GdK7h?Bq#VStGogv6JB_Z@1F`=LB7dFepy}fH3p(xNO?y`kEyQ!=f zg1Ub(_*v#xDE;)Bl<>N)hraZ?+?|blvi97oplg*k)>|$IC&L+lN6a68`snsrO^X7Q=ne-S>@a?KtG24=*S}3*>Acq-BU>8N&))g3W)OV&|{MK>y?H zX@6PcUzP0Oy+v7KEUFo}492hxelu$f*xymUdt0UjKXQf!)77?8%g9-gJBYR9Ly~~A zg;#sF5!6;S4C^G|kiLCFEtXC2HlfBURczYi{MHn*I;#q_rbn&E1}PMUMi1)@C4$v zp|W4BhM=%dJ;F9ep844=6=;iO>V#%|JNdewwCnHs3YY~KI+keP5X3DZ%UORi*|7mO&A4^e+27QjPbP62Y&W3JSB z5D7qLO(V#jGixVmE-vS?;OV{oM#?g=s-ZJBfw3*q_z7}-_n7PQj1omMR)4CF-&Sl~ z)Z%J86S@CQbmELsY)&qm1Y$U3Cvlf=yZrEJ&5>)c*i*xs`Rt**O15J~Ct_0_z0qP0 z*(pi?QnzfmT0Vct7!@vSoj5Z=pC<0wv;!d;rKHa+)39q=y zKX1Rg%C1v{(#K?%6WC|h21h~B%0fU2fg9v^t7E$;gbM-7$2pHbFm$~xz_-|1L@nW- z!BP+}R(l{`{2EAOT|*QCOx>ZP{k9Hi{bl`yExMG*xH^B*9Lno@V&>h^(dpb*!R#yo zoEe5BmCvyY*@z z4Pl6MPSStLZ84Qo7rCj9#|GHxZ^5bpr-q^`BmIeMjT-ESLSh#m9*68?H<{kw_^y zWP}LfQZx~|f^f60(nIO@-pqY8?$2VL1QZyu>SllOQZWBYP#`pKavch>tl^c`oa_&p zoi2_F#?@N=(@wvg?rgamqcA*X zIEnkY;2jdEwU9cxC5%(jQohn4HYUUPp>qT_T+u$UI;jAET?;|R*^4_NvES-G+08xu zv!s6qX&dv-G9+vOHF?d5h#KPS*O0TODd?Z0R{G8Bp6e+)ODI-%lMV&PTebiVGzbE> z+z}bp`m0%$Xu30z`QnEB6pH7WQ2V5CmbKDc!xs`fk;SyykB5@sEv__n0+;75LyDUC zZx~h#h_0M2zy65Nd) ziix*#9OQ?JcL(COr}&l;@PEkgN*J{rvD1QSNzI-2G^ES3+kR-iOmxm%BNyW=-6CRv z4RaFoQeEHH$uk_%UihJ~Hv7W7iw=k~t)q#BE~zuyhxK@%c{nFwz8N~va%A#tS5QFI z+mR02pa`hNIlRiWYvF#ikz(v zCA1!Slz6CH1xz@NAMW_snB@M{b0!zBKgVbbog4{=ir74S-(_tOPf)53D>gjbsRt`o z0NjY~KHP){0Ty+_I}u{{9<|HirH#?AZHjdkj248{oLrnkbFj2R!iav6xAoG1|K zBc-%V)rcb>tRpB%eiH{CT)4I(1CwUqTQAaK2fQIOSvcL1@w_VODD@iz=IFtp=O)}AdpJtPrSP4+(Y~lOHl~BDIYS$*A&qo` zGp~LUEpl8l8Q@2Xc{P8GHLHS!gEU;xS9@M+m_XdV_M()UW{VW-4_1*8$tXU(oOpBD zMv*24$ula>Cuflm1?fr_6V3_FlqpNDrJ;gY=Zb7X1G^&+E=?O@-eRA;_9`(yMk2dKH-2dK?*sODIUAfez|Eh6+xl3k_Vo90$#YuZC5{s!Eb+Gv|&q6YBy=LCO(XhK&pM* zB#lp@K1Wt80$tJS0)@kS#2?-gVVAI0A9L@?m#5=NzVQ*JdQAIa>q@ z>j08gK0c=|k{h9_==Q6gKIl8Bnja)QUib)>z6;A-47S}vnnS+AS_+VeqOUphC7s7RYHrAL%$nd=9}>RI_K^XYPr=MmYw(uY~;h%y?M6Lofrp`Www&dp*)_nEc{!{$&mY`)2B?k{f*I~npR!sEU-0*k28#f-xP{^v| zcY3^=^qdMTGly#>`^5`Sn&XIk7J#t&Z!$-_#ge!Oi3=6XmyB;Pfr2uG(0+gEGFivC zySkjL(X6c_didof*y8a3MlweurXn$jGTzth<)g$eWKO^>`SJ z80ls_A3H)t{a>RZdQ-PJjK{ec2e2QAVudz=hQ_Abi0D~NaYXRhH4%sFbOKIDI#Dp# zB6g=ILKc);hTPdI(*t#lAW(lKh5EROq*aKrPvB-@XRI;z_NOX-r{UqNhu3UZ(0j;iAi-rO3dViNkS zP0PyQgZE&ZV=1MSx$V@a(?0jVa|T^}w9xsXA|L-Q(~))Ctw9?|TY`V}w*dwA-yl;r z4HvWs-UZEU5@mVP8uoY^w})FA{-IFHT9--v!u2<^)rftJKA zd1y%Saly)v|LKQ9aD;ycUZC?GE@@igXP}%f9r4R5Jr|65g(ld83@pBjykjTymY-DaH-;j(gf1c$db6dQ8tzRkwJec7U6?{gn(uDC$$Hf zPT_U_kNWLv4A_=%O=GhT*_qBGv`TbrZ6k!0hmZ*qLv!L~>MgV$eF#)6U$ak%j0drn z0z+HQJHZJP1RW*hpxUT#0Xqr;xYS@sLM+KmA5>|F`!f~-^g*m)Cbna~^5DCO9uX2| zRPlzk&TA0`l9GSW)2;4{XjFGK1Ix_|Q}3{P;1L@o8!WhwpdlQEJb?{Zj3WmW;8UxozJ!Kto+TM`ZJh}~W zQ&IC+2SV!Cu%bl!p22P^Hot9#T(Gd^1nOu^IctB>E*j@Chb<#CQ^?kN$Tg8EU6kySaG> z&yNe#4CQ~Zllg)KQw$*HA!x7XHl)*IPk5{<#k&>EUPz{T7@iUn0{vS#*^iMlftiVn zpp@y77El0e^HXzF`3t!aZZIzin7Z-C{HS{dx)UMp64Q1m7B3u};DjYaeFJT|TAQ-G zT9`Im3JD}X(N|(MSe|hs+IjjBJi+3Iv&-ZVIhcP*_#k!>H4*;CIb{0nB<`zv3gOMW z>P5UbX(Nkikq%Axz>DSTlyVcbTRsPWux+~ps|x2JP3i}RKG&M7%}M5|X-IVP0Xs{<-*8eGdW z*)NFVDo;?}FF|>K7{<&}o*C;3t6EH)R5B-M2^i3sq;YM%GaMO8$daD~zql}%3xqNh zV~WOE!C4D?SXPm7w9X-%O-t9Eq*VDRo7sQwunmW%()}EQ>+D7eq~lab5RTA)SE#n_ zQ0BzDsmcx9ApIVj5U#Vom-taUGW~dDkeN7SRm@%1Iz^d*)o|rrQz7|aE>0rO_{;71 zOpD>%OwwEKt+VwIS4?K+ZnK;pCb65+9j|3)>ybW+*LRF#u$gwzsVZ%i$1!6>Nr->_ zk8Y5YQzALcWteUET%!;qgJ{`JMkLzW6(#K&g_jzKEf`Z*VI1$(K?1};G>T|fePAxe z(5`Z|$w`&SwYg>*Ue}(Wc#1t_=)s4>c*FVrBN{mTRV+87*?ldpNN8uwG_a5rHpG52 zYx9A*qp{KCbH0Z^Qvhc`n7_y;8chqPnwaT-tQ`j`@^<5Fn5^}+MdrEb$;(xJY@i#; zpOsN=JqRff#8nTWO*D8N4zq~f9f8g>FQmM`>kU1yOuEbexFiMOjRoC=6e@NwT%_-| zgayps&U@!#)d^=|QI=VgL3X{WQEQ-h09#v_O=V!lD!e%NBoaKRI}Bu9s`?PJt-9lX z=dp0Q*v?xXTeS6z_O5Jkq|4iKG&B^L8XKjYSdvwUha!$ zZEc4!WZHU!sknkMn+Uncj&bI73`aqKh)J4TV*remM}pC15|Ygc9L9t2s%#$JTT!_9 zjjLj@B8hueqskTco6s@RYMr+X6;aNBD^L-FxRzMe*S#0No?*}l?=q3ZCR%8)zE)Q* zY9`3?d|E50&@t=gb57U=nc}T5=Le4!r|n}-L`cr)iZ*pnV1ms|@1Qag)0p~ye2p=t z8K7Q3%vSaFk{Ro__%9EEaQ73QAJ7OT)m%{vve+wE>iMY2xV9>fMilQmO<#zx1TZfu z_g?J5Cz@@GqF)-Z64}f$?fb-%zq@?*^uP0a77wiTL*DcKnqL78n2p8ReFb+o`Qm7% zCE=T03oh5AU}X4a?MWnzuN2{b`0@k1oUosl;?U1Alm67_N=KgI)>f2U5gqR>FM01=O80e>j?Q+KjTv`+427Y%T-?4lX1)x0Wp`cxdIasH!?K}FHB`_XLM*XATu~KIW(6+ zSppOVGdMXlHj~jcCx2|Zb8v6n(k&d@$xe3si*4JsZQHiFW81cE+qP|IC%Ml#=brc0 z`_)(LpYGA!HAj!xRcqE;Vjn07iOx1{e~6ke$7UqlKBdGk<{Gh~nQMK-Jp7*uuub z5uj>kZRcuXWDekVb#>);b#kF~bm67_r%1`f1mJ9L0x-3(HUS99$!kc+iUG*QWK{rS zCblMy2G#(17ei|cBY?Dpk%_I72?fB^&Jke!9|vG$XKQTnFHTOh|0ZDTYU1ep4>40m zI~#zEh_ZmFoPVq`Ktza6SqNZYYYdPU|EJv6*@^R?Y!f4A=YMra4RHP+%i7?7EW`h? z{wM0_{vV4LhJgWKY+>XKFf=isB_Wuq2L&)hLegN`+G^79+ zo0$HS?P6^$YhYsnAQ!T;v3GGcaRkWN8JjrT0{*4Fn}4IlKgfSm4Qwo|J^p`_|8Itb zv%x=N2-uqaBOm>LAPXl^3wIM^c?;)%^mcZ1G5HUyX7ZoCkufp0aIyJMxye78{IjdZ zcDB|Y|98cITKV^SbYdD(GUA$4|1$*t4vW|t*%@2dngNuY|IyRH(fEIWe~0A_EdDb= z|K;-EiGKnx{6AmDz}eBl9iT-|`>zq9|JUE{o z)d~af>U7Vo7P7^Vxv}2SHP(YNR-PLi?reY|&wt+4uEaw#p+T$(+{xrrG(ot|3f5aO zQH7ar&Gv^v{(F76?hTkKrj3y-*lonUbNa@5pgiRib7sy(jif^<53(3Tw0>DfKRD7( z+}h%ktr&$48A^ucH=M}Z5nI!IVv&>q|^38tQTL3x1vQJ7|a{k5f# zmVbu)JVTc_My}Q&CZ_OqDCv%C#aGPGR-nMcHPb#s+LoKZ%8~YS9^J?SL}UT@Ew|j( zjz6CauG}3bWY*GOsY-5@$k^>?9_ETppNONqS=U$J88tO+GKWZi=NU4c9mxd|LYP2S ze%K?gQJa0voDHdEXK9B`ey<6R&G9ug6n{$Ga*LC>c)cxj!pf+&$i#&k$Mb>@Crlpe zT@pdXGzjNSW7$jA0#IA9P2=1E+fz7cp|eovv9q=|$ppA^rVpSee7eCgvp`*XSld{0 zzIcSiTay{LgJ?XC&Soc;gJd$XF(C`4jHZ}DF98-lfy7nTg9~NT1~3x3OCOpwWPkBX zIe4n_lnD3pildRLrz8NbYr1OcX0f^lCTVGZUd2!%m%y4b{#|b40k>LF33Oaf(x4jT zlfUfxm$DfXq`|s}8DFJ9cu)dYKO9f*qddsZfk$WS>6UB1mib4?1IWP|Na~({( z*IPHs+H^)U&st8qO|G2Q%B8SYVSf~@MRe9YCP?Z0^mn)iaC795qL)6I5mIb^y)3$6 zp4t~#V8d6Oq^W+)%s}Vg=VE*bBC~Op`9-H-HH4u{HZG0bi0p)C+ z;eUG~5@|vL5^&FN=S&pbu79}e^yN?X#rUl>L)#ddyo9k2IEMM$QKPC2H!;9HJ5^ti z>a80Dv%x}d2v1MkD2f#$Je>{YFx`nYw_v;1;yW=fbi%#g0;$`j1XUx(2x_aDv~IgB z^vFc>a9##eA;s)`j{hX-YA7=sSC8*?5yfiQL}c{F*{<4jH9@g0I)CD+-q=gfa>ojo zmS{NpjEbRNv-PqmSwfa>kvjx{w*z72ApG%KIQ}eaeP7#|RLxX;L*alO$g!_tcl-f4 zMBuPB@yPOh>2A`+eQZ&b5s%!Q-4sN0aL`jAZ8TGkag!Z2`3R(rzl8S|HdvZ$LP z;+Yw!Sqt8>4{zC9Tz^XIkKCQvpES6~iawUqPag8F*X`udf*euU)Wt}a^j=ziEs ztK}j1$VFfv{CDQJk|cxn3%vw2E!!*MYOtHmgO`!-`$ zu3UvtkDmM#q;y(;#31vq+iUdhZ$eL)n6!}gAfn5xo_}-(T!QWr_NIVK(@vn)+f&_) zOBM`b5c|Jc$^t%3jXfk?y9-D)3D%+Sd?316FntURMrGIbqW(v7E=kZ3(R-%x;4l6q zN7@iAA?xjIOzmXm_?y($!ksxRDr`IXo8*A{;|A1mwrauQsmw7Ni2AeUWLZ_{Q!CIUme>F`&!a=?9!%12Ebti#1E*3 zUzm2|*a`S;y@tEU;flDaxDNtSztih9ymg=MSwYE%^%3%IjpGPeShF+dd7qqpqj0kI*cX6tWg;kF z+v~jOD1`nEZS@T=zYMA6EI3vp>fBCm7Jneyjv~U_SIYv667V(3$b*Ib^0%w1c51NJ-L#0kz z9~;<5EOvU>iZ=UIx1MZKpkVP%4E9nl8mD+(N&XB&_~pW9^k$N)ftkHbu4pp+;eTm~ zsMc!-qj0$;V0DHzKYWTsYW!#ZKIcW%QIO+8^DN5S>EoX7Z8iUX5=ya(V2;7nax&e) zx%vEOzi)ej9IR(?bTm4u(qD)@sme()*;UGQhbPl7i(JnUr7%3KYNm~1)w2OjHX@C| zgga#8Ism;RU9Qm7Fznr)m*1TmS%2o?v{SLu@~1S4603^oUW2>z?f^!e*=U!ZcpxjH$bGH$~Nu1VoI7Qo076iUc(HD|8yOW$xU4>u2wUuS|`T}*0NeT5F1}XfqzB4AXr>w zTz0c&_JlfsVFh+Tr#9VP&~!CoKW3yzcdq*ZUhsHJvZ0ZyXn8z18m+>9WYVJoHTI$82erG>&&w#1nKHN>@=YGzAe3f0;YodiVxs z+ZD+JUUMbR=pRaF3$nDc%YTl1AOkVR$ImLEjA|?h)~qs*w&#K3gGl2=c9XvD1716( zz>^zOkPVd24h5qq;~g$VutNTD&U}uH43*6qCUK6~v)j6TYR2DmBOYQm(pq$B>j5H* zbOp3TOz#^@g-4!BgcMX05fykVo#6sqgj=FqF1)|?&K&~f6m%Az|B)6#DfK5K$NBGUifs52;gojehGq(<)$)@g2ACKQCS&Y^UsUFn6bkFL%ncqkIh1#kdxK9`xIQ*wn?n z!*1G)WH8)U-bVzaXtU5gw{G@Po@o4lzN3;KFR{W(zkeBDpVg&5D#gJ=$Dy3Jb_Z4= z(U#TJE$3}?N^ns2nb@D{s1sn%hMYku_B+#K7#AZ8uO|jbRb04f_|8k5$btIdY<^%* zt?{c_YnROy<9ajf-71Y}KqRH>K{!-N{p7`wXCHRuy$Pg>8U>`T_C-C^KNO0YvXI^* zu=Nd9AAdmyx>e^wAj09sGUj}3NtA_{fZu|hb0Rjql~Dc#8PYTQu=Pr>*&rwqs9z>v-Slt^5E@W zSrCntgJc&QN{t%`(QYV~%A}^KZD5k=Cn~s~u^ys6BkQ+VYN0C}o!Mu$D>O*q%G4j) zR(~k66WDbhdVQA6+4D(I54Ov-A3sy((&s|3NN$?o$~4gJ5?HkZ5<$ z`sxa!iQ|L4QRCV?PC|4TXLA~JVE-V(a$Fl^2x+yTsYA@Rwj}J&yLa{YwWxyVtKc5m zhYN43f@R%%KkdCzvD=m-aIqZU$8)SP-G5r7nTy*XUp9UYu5Dp!HNF`m4l)Td$g!HR zAX^o?#$Zxz53t4>|Beo8Yk(NW&t%;x=sG|3I`H$)a9R!hwM@T-=3_osYX!97j)1wN zlq4C)N_d+AFqEm@NeFO0vq-~x7aB6c#&&rUGT$Hq;>PVyiR_phFO;H%#C@#a5Pt=X zRnV%RoS73p@L3{y6nAs32Ez}Zx@I+@5@BOckfm)Hbpw;<aZf8BvY=b-+$M;)qce) z^o5oncf`ys1W}{Cn&7D3n%*EfYh2sN4J0eR6qZHVuu4JsDAOe(opwEKO;;*F1RMakKRTM8Bf zeySZ{%oXn-f*}2Fbuk~AuYWXHqr=9BfmYu_DCYTGbrgAkJH{|H{OzJG9ktWqACCJJ z!3Ejpaz%K8i5{kScj5r4Sj|1*LzX;UHB{4YLTvHwlpBVDUr?(BkJr@l0>p@q4Vu&g zVjObQ)`1w`zgv=BAps(;0!v1B5Bm%w@K zF0e$`mIjMlN9NfVU5i}xvGTDt^BDo+zzCkIasswPowAESSLQev;796@F&t0yGb@3K zp<}~}gv*x2Ea2~$rZqmCeW+D&()^X$;Y;3pg`@1MuX=npt{v?eF~;*RPX9t2g4(y8 zPiJJ>`;QPfiqBJSNq?pO#KL{Ybb`@13=jRP8BfxE8(v$Efmf_(b`w5X4c$YPjp?4VL6$95OtuQVQBv`E(J}<^?%bM>> zHch7zU+m`Cv?ur*F#X2Jdz(Z&NC)(c;00z>PtcVUSRO|c9Df+8KCCOI(%>Dp_t%Mx z!@(Nj&+rt&F>dB{H*4qD)(S#X?*g7bfevGD@R#P^VCQf4vcvJlQ8k0GWq~9Kf@@?N zmPvrF&IW18J)Nq!TL=n znTImzt88_wfqx^n$JwIrngPaAe$g4!+;RJXxbmWy zxjdR?_RLXEOq60nKm)Eypep4lp1cCEy~tFh+F8_kgBTIN^`%k-pXx_VAm~SO0~uY` znMpZcH>?u&dy(R#d-+33$hk&bYr zMfg=AQ-2{8cTg0lP5-3vlV_=-V3d-y@ylG~dM4k*UnV)Xs+GG#LkGCB2dhs;q;S6d z1jKjxVu4?yJC2uRw&!-R5TLxH@sM$FY`a0bZLi6P!ySe`cAi|_H0=w)P1ZWFMni^p z{7~k%j%it5o2fVRJF_98UH$QkG4iR+@ElT?&wmtYig};I8XZi~5WavAL|3qWE5~l2 zsAL^QF!qK<#kyDe6ZAq??8QIElo)wnE≦RXC-kYm`O}kguM!W6{$Hzm{pvx0cFv zm#6+L<(A#<@@}1NB^!{=3T-t_GfYSn{=!g|KR}vEIO;C zw}0k|1O+U!A@CE2o1-#soJ61uoEAGYSFVT)Tu|u|InpY7_3-wvsxR1b$tNo(CP+9K zjrOD;Nn<{+AReA|#ku%7@*8md&OW!mLg*ydF{{osA=GpZPRk1dW&)aeTXLyqY3(2M zAmR0rQ>V#X)eV@sT%VC(E6L+B>pI=o{C|rGg?7%6hnGM20r%I-5xlL@5|NwZW@uxe z&qb>qorKRZvca9Z*Cw${+)s zb?q>1c-{bhg+=-^Clh|=FaATCyd1LNdJL?Mq=T@9X6@(et5oEtvpaG%G(bwUfJ{2=GgkY**TJ?d{YWM*wG{cyLFdE3%RzL(59q&b*m!(;ceF zf}I=vA|DZA1FPU3R*(xGE`6vs%;57p!yI{MvvCBE;#3MJq0p`;z_5;kI=#LVYDS8D zi2cT3tH>AXpCO0ol}PPD(6%&MI)5|od>5Jr>B$6S^`{Rj<82CJ0z$TbUoB@WtNMNG zUgaFKkq5XsbVfjvkJwNCVD~AXenzvc5403%km&}@AQr3ftp|{tQ=Sa4slV`fTbWAw z9-l)o8Dmz1Sj6-(49*-wyEH5AX9LL@D6;rVMuAmFsoE$~SVle{qvQ(dCw~o#FD&k( za`1glH0L%^v@Od&N%UbP5qcnVm!X5(U3~C1CXXolh?o-U$BM1XH3)TCn_8ECjucDr zcghB?|9OJNfgsuq%gBpiM~_`3OY6NYbso_})}bJHz`2HWWi)5RI2H0 zX+m*!x*}dyw%*GDl%`CgYBAg3YxLK_Iglp^hLb#N)5DM8W9^b6Sbv^m$GJ331MQp@ z3UbxWiQ4x2@gg_g)!};o@%a+6F zNoND@V(jl%Plm<7!#E2Ap#9d5FbC7hd%!h034%mQjmfxD$UGl(wUvNtV|RK-BuTA2 zI;~^pciF09!}Gh3>0HSiaz4z~sJBYE^y(3CO1&G9-6!dSuNM%XV9$zaSEXT0}BOm*)cFT5FRbgonYJr(0>w;dvNr6vqMz!PFaeH z^V_S(=XYPK@w{Ci@`$$!&1W+FbMSJIuJM%Dd2>!&3h>4Efk2o6REfD;mb%9=Ga11o zF|{=u*E;vqeeKr%P4o#dijsm1}`s2&aB1+3Q$rnQh!iZ;BL^@;hd7i^sBd}0WfbV z&YMPbRXo^gC@^!RQ6~i4Mm?b1l$2~^13b`$RBAh#H+!N>Ak|ab zDSoXKtfl&D&&e^dO>~8dvFpBW;G0)t8^B&u?1O^E^xJSu+jgu0V7d#QG z9kbEqhi)qdo^9-bwE0aY)7{1b6~A#tOmk#Ko^=6gxUxrD_xRYt_8wrb8(#_Yw^wCG zTArX)y=`5ivvWg-2Kypr9KkCv4^@1`uk4QwrCxOi8G^eJ*0(1CK4Fx0{3cC$h?g%& z&3~PK2w}EbhSMy?6CB~xRtSWsrllrO(>yilzc~q{KY-*SN;#NRnN&u*FR;{5u{P@_ z>)|X;%&_mckHZNH{YO6d^mWe<-=H+p$5*FQ%g2$Mu{0B#^B2l^(c&X;;w`_;q;@#I;;lz+xjt0=`jC5O+OvK(d+BIF)D$^V|Sa>k(LeCpXNb0~?$q}{`qwjyMbQd@xg@_s*S32wrWuwVE9jxh*k z?bh42uzU)=bD~mpCz?zn7;PretK|RzC$XAl0 z&=qI*h_c+nBQ_5vA<0y-NVslJPwFVDebxAWT-Z#)Nu{*Fn%H^FvyuJN~}JvK(tA z`n#3F5LX=oHIK|+W4ZuLWBb>vp*TO#-RD8`v5pKIC>S>D)e6}T*sxa!Yhq?)>Y*<0 z#zF>r^w}|?GT-2pI!wW9BbIl>+s1HX)+`Pf@b}Vu&r}Eo+JjSOM4<`u+kgBowbUQk zCNv0p;#~q$MP)n7Z^L!aEyl}U=>XK2BsiKA3Tc4MPrab5bGm)JqHLt0eDbgQkKQFC z3e9~Xh5H#iK>tLFi0FT$D-~gB<2axD27lg;GBR~d@5Y*AjltgN^+&iQ_ZHzeR*sLjYgdAzOYDO0 zZsI%9xxes^$ORgDt+I|n`AHScxbI=eG61|*%`|zR>1N+|buevC^wa7H`MJYS+O`o< z7E0&kC6Es{z`up39N6sXE;L#!FnI!Rx8p^dID6f7iz<{5Gn!qLD1UfW9Cc+y9CX(y zC6A@Ex|kF2*WH&zhH{F^mczgy<6I!GC8+)kbgZl^O_4DP+pV)B!L*c8++jqKF4RZp z-&djDXhc)MsAW+!`E+&gZ~43iEbrGpllvVu76^pn|%?2g97|RcMf?#QjRH{*dS@n)WnWWu|RwwV@o}PDY~20 zOmn8}J>SRo-YlY_p6v-bpA5jfUBH2G4SEbjfhM9E6?*gKJu{9qk>N(Dj}56cwz=n4 z3EB%#Dt6u;PmFHqZX@#++`N;l@3u1qi!>-Mr#IeM9m!+-+kYQ7mItgr-kxgJx`P5m zeZGayVh&`N$RF8ge^a|W&x%dAeOCnj8Y_p!wmABoT1y{VhvdlOuvT#diPjeZn@%P~ z*d=RVi?*}`?OtdTfYy2on&7#uu18Z|AhgMKltKpZIQB53BMRHe(nI)YC)O ztmDFa0+vU6<^p!1{wzK@dc7oz$W(AWmU@wNwtrJ4iPl3-QLJS?TO3cMNu}^hN!mdW z95MhS%zv>`Cw;Z!gnz8{QrP!3iy{q>)`s^|qB^Be z#enim*HiYgW841m&!5+(s(v+2CB%!>5M^7{IFI^V9c2*`Lm(Q_Lw1fabdW#o>svLf z9={HZMs=a$$tKZeU~o~WN$E~1!L z*tRM}3M-CV+u-6R1?*Bu9}dyFVxan{yS_?Cj*Ti%%nb~T(kEYqzd>Y%CVK7NExke0 zZBi@`8Qk#;Mqqj=v4#eYHccEdz$buzis8$`v45eP2c<-z{q%bss(y$>6XuXU!$g?7 zZw$}VLUCqf-}DcM!s77eBE|j+E4-n!tbQggja8{pN>E+7kGoYmU)lEQ<{?fmbj-^t z<8M%@G^s1P8G+`1VD0OsHSB(Y5DKX_6ydZnh|O84!*QCGBNhdc?;F1YM4<}e`3vw!8lI9Ux57)y(kwUf4MN7{#NF;9D_*qwqm zU6*2?yRtR=GM!8O;Xe-bU<~7h1YC+65>x@fAS)o{#?m2CNXSpLLS!3=9n5jKN-rmk z+nsB>%37~*F7X&lnP@Br>A%F62arq{of4;uuxBP@-Rak}DM!^GWM9e$??k#z475zw4r`o$PI*YC9wRkg(fekbmKKtv7LGw=fo=)(aT&+ffPp6s7u05L1inB)@EP z{(59@s?u%ZRyJOV3aGUlnPYBv!dNY+{O`l2+r=a)BecoZSO2c95H95*2{nGUi6aTE zzy{jmYC1mw@qJN~d)&_Zgw+BCwa2qc3YM6OrEt`7b-s$Q9&u)lBHYdE7Jm?(4;uSR z=XCf-zM(iyp5^=D0DL-d*!|AXTtbHt4z|03=AC!xXYla#nfwHaWNP+sQ_S7Ij=$Wv zBuX1*=bJ}H*gP3ah?Y=0!m=(=OTV@V9@eihgYuDkdU*cJ58pBJ()?d~6u#WETd+R4 zsNbC@BIh70D$JX^I<%|TUVn~d=^SCMCn&ZMc9#{60Q1y)N=yeEQull%L*!rhC`ixf z_CPgwKX<)Jn7b5CFY9O9z|G1oD9Xi$1qK-?5!a+f80=STC__Fzopq~+%Ck#!pVK7aQ4t`~l^63>3)_?vWDj*pevx<0D z&ABe0=jTaO-XZftsrYvi@k??q9s7F_GUmn7XP(09)(dbdQptwY@BT4l`}5n#EcNS! zKMyghT)=S1|DT(8S)cPGGOi!APFsVHPYK_OQg64stj(>x967DU!0=$W3TGT@JH%;T zF=RyP{xc4D$7?(&Jb#{5n<@*~h6@S6JD*-(2g(I9)S^@B9bW7JMmEL^72fe)H2Od9 zNrTdI&U1NTb|_#!(i<+ah6A?E*|i zA0p!`)mbuUHp;EBPMjj9pjyqcN+-}&HM1lLa7AL^obtYaZzwq?=Ca7M} z^{T=uZgdDX7o|uf<6nE-g;w*zcVdZHZhzULCttX8o>4(g8$S(z6cx&-pqornq$ql} z2EpXyj#$YJJAc8Z?LZYV+d9Nz)$+Vh_x$D%(Mt`m_r&Q>hOQHz=xGi83M7_e*@dZF znMulvFYt92B~4vemqiEc1k)qy-7pUp-GVjzr2a5Mm%XIy6l%D>PUO^UUgxcq#$+mR zcWiy)*?(Ng)IcYQfxDaYntNeN%;tFWK7uAOq;rwG-GAHUnPiUxTQeiQcu^&4)Hat} z!X9^!ic?H>N;t=D1;lJ;Y<793)B|rsEsi$!Z zC+E3Pa)0qcI_;C%9f@})LZLA0{gUrVVlur@g*%sfLmBOW>5*UU6G>O~7FkF18|F+x zZf&sA`6)uMB&gUfu6OGSY!FXda<;y)P|{^i&BrY2I&aBcA+@;9OJGKkkX*UDK2;>H zrm98J6A7>?sc%gcy%ZytAKnykDA0|a;G=bxi+|rX_?pE0P`Pj1oX^!_?aZDVedguO zCv#HyCQd^#gW2{rbz)EjGBoWJxfi~FX#T4IB(h22_=(y!4hIO$WoTx?w1056meY-tWW2FD-TP5n z4vbHhDfy#hmRKF}d%x^whDX5WT=%d4uYYukmP1(WT#jC07kWf4Hg!mlE_T-s)m&T9 zmJ_$iIDrqpnKh^5Q+?8)v%6gr$2(ypcY}~VIf5M-QTUc4zO9JD-=#c0Vi_Z54D!$7 zk)9Moy2$YQOe% zy*=asp`f=z%8m&t6kI+!5X*xT>C*AOQfl1)fC=2v5uMZv1iB@;u_laF!7q!_c~~VZ z$U)x)&+>*_cf}90TaucwevVFcBka2WjUXUkCYGq;#?sueC+@H;Du#|B#((2i7xJ1O z%dDL-?uSCeeaQJW^!rFR->!E7ev0BMkrp}(*D4G#)(_T>l*&IOb<1aYUpV+AaE^K`Z5TVuqkK2BlN zZJ0-c!M^9%N3zNh%vm8$h<}REptk_RVCbFp=AGT1P)|gfQfcsdHiNuhQuBj-E8o~i z+Caxkve=F}seQ=gRu*KNyb^r;!x;kq=#Km2sEm2l>(&YrRA#^QTi|8Wf z{RDG+Prj{kp+b2&kSZoxrWQ`@rDKI>P+DhcYQ{``3@dU{FnpwgxF>gi-O~ z>p`M?f3=$=YjO_1j_&lQYhvjzj79cIV!*M?PiC(++jX?UWnW9@OgZkr1d||)8^x1U zUfoTGM0hM|izC4c(dL$G^Y5B(%NJ6$hP1`_{5Q|;ty79w_aUJK!-jebfrvpELQs7nczAD$N~h^pO~1)hFyPlRF@{ku$n zULQ9?aIilQG=C(h*`%+?0)6t8O-T{R*1&vYAJq4oma;b(=3B`Jqqt1(^_mK5{bPq- zqc`~ziDcR(g0g>u#oXe(-uHL&50TH2S+M^kzoB=gZuFHG7~s!g9k$8P*_v{QDQR5Z z@1`#dHDtA4Azm=pC=7ZIbWRT3_`j+D3^T_y6^q=KoPSZ}iZ2X}(olGob3<~&{l@AC zc}&cG%rn0|KuJ(Q5VzSnaKQWSF_W26OU+U4aCO|T;=jN`Lt4=L;vUpS=jPRDm^b@I z8{~jQ06~qwQr?e{T)f5gNLj)W@$wyN`NipTzps-poY^)iwVOrFYaK|oLVE3-w*}~5 zepao^EPpD=rap)_^SQWi?i|#(9B7{t{(z+y3vA2C%VI5uapz%gm;Ot3;OiYLypf?; z8J>tp&VKVUvN+fWf9P7#-q^+TaJBH*MV@P=fjjTwmWj&WM*Sjl+DN_MDO8>FLBY6%HGt4YK1KpRLS07u&vx>$PaqbL4NUk*+7MB9)z| zPmPA6!OH9@%5PYAc;#wj>krArf;KF0Pj;=9rokxs|_%%Sn0^ zlji+&#{yA+aoznQt6k6*A*(rywX_uD&Cb+qRJ0LAT8x3e*^4-BfQ=lYvNTY0)LPUp z&pK0+b%Vhdfhz`U^)&OqkpfJLWd7rhF_)a!+{hC%J^q%d%zCvIoqXL4rMPMp;D6{> zfxTj`F9Y`LULi=>!Gw`_X&wn!OA-c6f(v6z+NeL^5U)#vB7c-{?)*;X#w!P(QV`)z zFH3;4d>qo#WrZqh1{%XpZtD&6@*O)ex>B*e+FXqf``N`eC+b7Qo%tL^RuZAFMrfTfi*@u(71MBRzpbofWWYNo(cC zVg+8eJ)KrfQNy}1WjIse!yLz@wN_{v>kx&jCk{6!k~Hx4Lw&Do|5){;1Ak?%4)?KW zFPALsv4bt-21P1X#AyE7SVXJ+jq)rf$1{r>j(t0aju+Q9x(2-G_4Mt+hQeR4T^8&5#o}DCXJOaRDypq*ncE*5?NXw_t%yr@X#AdL5zR~%R9OoSTq?w3 zM`jD7`FMCN({Pcbb!#H_W!$jKhT3?(}Q^hDu%8-u#AI33e1FCCZyX@62Ji60?{$g0wdHgD#< z0_2TKp9K(S+wtX(B;H87xf4k9W-r}38HOnfwu7MW(WIFz=yymbiE%?Vs=7*dO`3*O zRxRpG0FFdmSX1fVcuj|QY@5`kud?yW)Fje}g0hVkHix6zL1kYE!V?lO1ZyW%ilU~% zX{r+k_X$B6l7F+)K)BI`d2_Z*`|+_&C|D3Y)R25O{<=JgpQc>b7Lk=vF)U+LGAh|= zQNBJ3n9PVqrw3TMjm+1tuBygdNp-1IP^ieMQ~GuglXvu}GKQ&V8e*?OZh7qz=`#Y* zhFV&KrRWCRoPeEnkCNo%{4QV$F=&H}y`-Du2qBs|xqp-p^|5S})5i@kRhv51k4?v9 zV=`H`CPkCwYr}Q3HnH6X=bjq2$nvINM#P2QW#n91h>;%(|pvLp~do0R1_r<*=qBzzBCtPBnxE;a^ClFW!CIp~;l)Jz+tP!OurXuJW zEYBiG^nW{B)Yc4*zcG$^KO&R|tM?Q{swOJxGCbo z09S0iW#Hftsk>~Vc2qL75+l~^HWhlx0!71t+%1N?pR@^mOzDq{6{sfna82)?qmCKE za(@YJI6#lbbHa!q=ck63zXm5Hlk@&bJ-IA~G=xr?aRW_4y7>gUCiq7NFb+lpxNAP3 zMq;?u$qBcRsXi_uLr}8`9;ww68ok8PW#U1&#{N4vAHWvo^`v+Hi=}k|nA%^XM&<5x zX}EPNqWrWnsgKLt3Uw?T;pKO)EK%3qpnnbYY!2O=lRdsHSg#(n!tYrV(%wd}8(1{w zDNVt#@r~Vx7xfxM^BQRGH|W^mBN|$K-(owdA&HHtj$Q`AN3(jlAH~6%i(S2f5FCq= z6@DX69aVbRulS29KGP(Yx9iQ}dK;IB6{0TC>@qIw-es*u!;Y!ckvhIoT(FHD9e?_# z=;TS(qkHx&C+*5a`!znI?oEn8U8%iN^KZon@ zf6?9?-KM;|t~&;0^rMO^E_mzc-1RqWv?jdiVT zG}5CPc3hPnbnT2Zu)h)Vmjhp(g@Ic?w90V0m&%I*U`3> zJ%7EOK^^&zneiyQju^G(U@q5q^z1x}6*e~?oOewSSmTmoh~)Gdm@D@3&xAS_dad1M znzE|SKNb{l$t~8C*~5Rk&==6p)$dk{e94vrVamNu-(C?U2lD>lV(^!@iC}-Nzn2`J zKT7QKp9=ox7J-s|hrL>` z>cJ|3um1h|igI#vgny?jfpA>`XDnH!T6hm1lB4o;sLk#sV->ABNw{7>J?S!T)OpQk zMDg8%3rcfRO!&Z-jK|Xeh_)~mgNHI~tr6SPr@U;fw58rf1zZ0?`!zluiyOVQ7ZIYK zH2G|{?edZ;d6ug5k9c17J5q^d-MXzvJFDBC&2X`^=H5kcy??G{EdHw1AcVRml0)i%(Ygl3Qg52g4p1uK}zVSuxq#DG`w;bk2d2|w$xZMLW@V%qq2amOk1(_zb z@}~wGVn|!q*+9Lg8mce5eMVg{US-NcopgeWUkV2(xd-KkE@}0))&`^Q-LIs6l2vAh zQHM|VKbJF+HGiakBNw^{}YE0Iq zn7VuP`v3;J?T{v&Ay8_1NfP#-K9ir#9ufTf^tV6MjenEUfU%%j5P2|ltx|m0vL->r z`*Bc#%aX`aI{HJ>Ca2K`mP8#?MNW6_p?iq8UeCe%Y)*$6IFdw)2ocf%p#%`UaTs#! zl$ffC1MbRPzRN9@FX{zwge3hg1x}c4GBfj-wvW;;ZDf5(@pW_)hvdAuq<4ru{&yeg z8;k3Tt$!?U^q)JBpR`&?E?dRM5Y`-VMqn(<_1TdAM~lNN8mg``Sb4nI(FWC$N1 zmR~=Nim7xUF;1@(+iL_91a4O$3tl7%Y8HRCf|+37@A^4V#q&1>3;knv|2$g;WfhmK&3c+lmqf7%Al{7My85sFjeEnUC!Kn-G^13Y*}|sv*yD&Eh zR*gK&qY4)k6OYUfx`|Q9{3X?I$JC0TnCRr8N z_;G&(G#QRmA+~WaDV{1B@)A8kz(}BVs+0`0`eLp=2N`LOCkN)X+5k^n!Pha2ulVa& zw$F3K59Rw5#()IaEWT1mi=qRNdV+!a&O3xWnsD+5!KYS%?${B+wMZa=M3I)Rm%vqQ zxF87{ot~<(7nHX>p@*Q5A$rfQ_iC71N*!q$Uua5M-!w+sy%9% z{0yVqJAvI<;rA7DiWdBy&EFe{iXdw8v9dFM6)~XM;(v)Fn^)2rxd|R0m$tYkw{L&) z^cCBlQ+$n?IbpAI%Q_miO}ZeX-_!^NUhoyfJ#g&0+(>F zSKZzrGFTS?;cFKWl&Kw>G$ zgg)4QaK6krFf}k~yXmq>4uB2Cv%sBaCVu=9+=*eS59;}x_DCPyp6(yT?$>`|NgebW zx3msx`#=?PiT* ze9{No*0tGR74#Z*&(!G&)+kt+U)i-J9upEs-7)$HTe+xMg5i{_<#n%$Jl8(WnKMzB z51~A1>ldwhI8=sCKVhA%itc|Gw$|JE71@x?lmtgkOB!g1#HG9!HK9erO+zqxnxj*- zVkUN~?f>E88kR%>kYwAoZQHhO+qP}%wQbwBZQHi7voWXLU#LS?W+W8F2$x(YtIxcv z95ctV{Q$@F#W0XrmDLMF>l1H5Su|qdnC^z4Ki=!*$308Mu-~;rpwoX%&SWZp7QU}8 zJEA81Z-u|UVwbA8g(6xVqSxD)DlV2Pr8(ksFQziXuJ1vd>J&MMRA&XK~Vvhepf{OPEnUsMv{fMkG!&V1ro>u})?J z6ESN(>q_>NIb1Y1E_!PZVV6E_9LppkSyj8 z858WCcSur2SLzsZp7F;8q<3{YjqmyO~WHKdz+OQj*>RDMKv28RkRLF-Ly0`(7TQt{7`f~;UVv}j0!G1=U~HG02s5$#D8IT`at3EW2kfRg?s9%tFR zbx9j_L9QZJqiHf-_OeU{_H)8%+P@#SU8og&+3A$Xls11{-A9WJNz*JM=@-lKo`tia;vSbCb+&rao=clkpSd62K3 z7J9(?zr|MgLFNLD0j82Emy{kpSyeMa%5f5@yL&;wKhTL#4sTGPRIs}gkuSS&=?c@4 z(<$^(r3R~~6-9QMc*0%p*Q7}G1RpFNUu)Ts6y;{uKkGG|hu9w$1C=sp{n&+bsKkbB zqye@30hY*i6p*)rnT6{n`S~jqCP|#7e}m8K z&Vi_FOqyRTD8B#Vtw>WmjxJm2b2c0hiKl-EZT)JVnWTzDzDj+~iTw3F*ijzGBg&i? zRNFO)!D}a&UUF2=vbtk@4bU&oq0hoTy6#*4R8=|sa15quB*XnPTLwrf)95Ib3{p5& zGth7(sf5Kz693^y7t9vve;4*;qGEk`F8yDz)H^$kFEu>kqCvDo^DonAa!w`gWORQX zhY$gz8Z~*Tj`>+$Xwza>x>+US{tOKNFxaqB{8Y{4deOI72veDv<~ZzxtG38KuOAi! zH!D}nS2N*9k3*^x0bc!>196x7=Iuvj^`*q=(H(VTu(ts&7_gHq2PDkR&?KwvJ{Ooz`-zc(rVYEnEX4vsn6~mXI<(%7{@(Sov9r`Wb=Q8?KB8T z7}aXHp0}jziso}-&-4wae#oTIe$27zqdP@MQzv=SJq*rXcVn?Gyhlf<4- z;Ao7*JN1PB#$W;nvt<5(&-V2>nsUJ~-|)4HoAwVN>6O=ZMkX5LXr42fV+uB4;7q^N z`Fj!5t6t+{&_=H(J>bm=UGRSkJxMH~TEqz7)+vPB(|*KEBtg@+QO(8b=tAh0uX))HPjMzqx!A4uU5!r#A9n1-7Cg2&^+QB%Pc%;H`YEg zvzjO+zrgTlLx}iEbQgax?Sv1iTLp#2Y}>z*85c|}x?&EX`fY&{0>3VA-N=D3;r3gK zYIGqa-Oag{#Xkb(ndO3Z?n*6QZ0hJGWKR*I36KdIwb)s2d7TGC9j@`nR*W4&w^31n zMI=m_aoF@)okLmH5Nb2h>^#jd0=bDIDqG4EwqZTWqX?_Gfp6u^z;Y( z4suICFtwo_ZUACr&{|S<@r{JceQHK7MZpvT&u!BgL2(7vGKF3^(0cRY#1|}H0(!Z~ z-MAmTNjVO+V-kNffIa0CYgC4eM6^pE(tI+wu1$TY;)7G8X*gW=30dQwDodRTW;&9g zmYd7ceRU87<#?gRZ6i!sVa$>Thpt4s3+=#;yQ2X$PWL;e!s1ew2uViRe5XS)$nsZy zDwH&0gfhgj^~&o=qDZ71ALa(LC1~KD!VLdmdDqCrauRUrY2KZbDpV)*q)P zRPh8V$&)D~ZhyP%D2Mvuju8fn^Nw*rABS@VNSzsthIZuNMEXMJkggL!B-%j;0=AnazgN#!Rcj7*!IOa!Khn}re_PDCYu0^E~%<~ z&slFKnj3$FtNPS7olA3p0(O5j%o<$B0_U$ve&` zsU(#sBsxmmR1k$E!Az8qQXd5h(mr#~C6GEWo-o3(;>IB)4P$C_PN*U*3i&tn)9&v| z)6;$k{gP)0h{=krkFTrB0Y;T=(Tj8$%^CXaAEke-2E`usyC~zTS!hH=ur_j^tOL9G3 z6<-~JU{GZb4!H522}Ml%DQGy+@0j5(+`BFzP^ilVkj+W)z=6ytXV=Yar%jyUhi68$ zFrR;R`YUGz8l@E}euMnu2eud8`_B$qz8rmT4$;X{g7f!=!1^m>U?Nt2iF6HiIz?(S zQJ+yuXHr2vx*9>T0Uq?U>5@sp4F2VzTX?t;m-P`eT6NB_+1c&Bm-=UMv~WYgJm`wA zf`o4c>t!;lH4aJc2l1S)?1VqZ%Xus$%U0)vtJ*+F) zr4XR+ZQ=1h^1kXGfw@J*V)@I;HC;D1nAk`Bd?+>&wP&=G%Zxo5*KTe#cM%v8#%MZT zM`XLb5ohMMYcP2PglXLW@Og)|{eKm}nx8E%h(@XHksk6SiTXj2cDy z)O}K3C`wL^=LRl>9OjxO6Li49T{@mGTAyes668TTi8N|}zjG^bq1+u^}^e#HypY2=s{rvX8Nos2VimW)O39gU)& z<|G%I>pzoO-i0viYKo2lRhNGsz8Jp#e(=`9G!FpgYAnkivd!yM{Si*6I463#s4ZlM z#h1((S@|&ra&_zlVUcng8j<}9xbXD*npV!BewQj#wM6@`D^spn-yRd-qce7+ePJ03 z1$@5heDm?n_2hvR5<@iuzUPpmR*u7L3$T%J4=2E>Jha7pUKc6||22Qefxmu!ZS{Tr z%IPT@&^L=YON&Plt?AV`YVio`|)?gjI^8wbtvRfVE1NzdP z0nZkvnnn)Xp#ei{mI_dIwF;}a-Q=%7%idq`n~rgx6;cRyY$upM;~#pd<*Gb}pV5Cf z4w*ogKUC&xf{J%jx3}bC>Cl%l@4v8mFN@m!xRh5)DJ*w*+uVO!66fZM--F0VtK=DP zxqd+%T^MfD&Wb?tcmD0=SOOZgvGdG%y?`4y+>07}zdqZJ&d6WJ;hrb4LzY?*&kf*G zNFu$imHZ)wxnk`SuuDbB!VTV1t3WRv?Wqk^9Tm!h-Igm?r*+ye_Xm7_(`du6UsV<3 z!xbtaW+;&R`9yz9qCeA&;~#{TJGcm!-zR{?vN&&{SQ1iEa~b zPPjbQe^qmF=1!aIS;5N(OX+J8+b`0ls^%1{zKN1z+d#fzems4L+!zMmm1 z00P2L68W-!`9|`7+Ng>>(?rM*ueRvLZNL^hl+^M_@3!qwtt-^mV=uA8z5imGXo+#-un z)3!#@F{WxW1;j-FWOcx;q5H;u zu3&$(#b^*>{0sH)m2a1fphsbrCZD;9&9cl&f3#7r)AxX7v)Sfh(zdb0sf9}!_xJlT zce55_wxL>X_JVx@j>#g{)LUi5z6*Tdzd7u{ot|b{b6($pk9-ju#b=|=?bNbEvAyjC zsBZe&`u2rE%be1q`4G>^(++QTs@k?iOnZN_$O7BrD7;^l)L9P*W|+2%jdEk6`+(*p zK=$Z7@o&l}602*N_a7j|8RRw}*6viprZi#lU&ojwGLE-MJxN=;+srzwE?-}RZXwvi zh^#^`g zCZNX%jGF$&XF@+uER{8n``VSqKxRHU=3$o%puV^x$DMTC|IY9(VBX-K3qOAXQ2*bK z%Q<}OTMzJCM54C8Z3;s5+P+tsN&ODR55>N^id1TP8MM+!FE}%Y^cJcf1wC5-0yHnF zB`u{+iRYoM-nPA~%0GP*v%B!!#p4su@PNyS#tuy6t1eAlFfP%9x=tD=*Q!R$LU=yA8xUrGy=v=9~ zIKXzYtyn9XgEla!O#6Rb?SsPz)jV5@aiDmOW;5W7%W0WX?!uX6=3fYt@4#9hg zUfJW+O-qH6{Yd%*b!wm|@)bB;k%y6pXsbJ&w`Q|L*nU2&w03`vLpDf3)43|{DL2k2 z#IKo2F4Hg5uR7x4w)^<{U2XDg45ID$jt-#@ed?SrW!Nz3)IImE%EXwzQRj>g2v3`U zbzAofXr3D-@Pr6+tGQQu2;93S9~y<}$AMu*`t>_GI){-!1*r0bGM+X&B~5ocC%-sr zi;Xa5(SP|`O4@&*b^pklO_Twjl?jYAZeY333t7#?iXzR35?>f-ZwwYjtQnAl0PkVC z$fd111OD>^&u}vstB^(Zg0^{MAbz@oJn!KCZI4d{mmX=;`7CS66wG5dfjgd(Lx~$O zAMqb_f~$O--!`OLl01-@z`@J8(x3ezqxlgAPHdZbuuy-jf?CiXX@Ch2-pN|2w$v32 zIW1m4Z2}9Wr2wmfIp$ECKHd7oR~Q#o?|GZ`R)DNf?t=pOv84trQ$^6O-}n!GS&k1- zYXH>}$pBS}D+9f*sGhd`Vv2rkr}z0xz44kIjq}WNn9fMw!mT>-B$Cy zin&X9WxK4Fw77_Z?7em*;RX_EbxG$_JH5*xl!{8VhP&jLlrTHdn@=Cxhx#+Dyq1%f zAnn?7mUpjAgtr=S1QBE$NYA+`!>=12m2==p&WC?i`p!v==7I}k^)xDJ{1l1sTUyhz zHF%j8Y<#(!hI_B(kZ(EZR+S9*a<2%|-(Dg8! zn52IP(0rJ_CLkC7$(WN@&LNTV`TTkLh^sW|vpKTiS^w5QNyTEe&Wi;L_4@IN?ZU%b zkfU4ceI0AH{}LPoxH}e(kHsA+Z0%ns&=e%iU2UyGJ349k(MF4(NNm0qw`w)%4eqJv zLfI%8M_G!s^rXqV8?)L#ZKD-L4uwQD5Zm$zQ<=C}6dME6!Qq4&Dkx=!Ks*9Jf*S@R zVSG$TuT6TcP{4@!>p8E*zK*`v9MOMd4yv)!ruHg#UI0oZRs>9r_~SkkapP-g=pvgy zFKesUG9#?ubi=uqw@8Z`LzAm?f=mVrAS6CLV-wX52+Dd_AOSGZKl&y zD}E%d$qoG-ti&4+vhygKKiIdL%@OeU{hD1G@5Vjt{Q28{bjfbrm;p|G#rJr{#_$4|i-#nERKqkQcV=nItJg-}a_vAu)aw?LBFgxEdN5f) z`CD-^)zw>UZPVPXH=6@wWOfYd9&8}GPGQNhNZ?`sxSA0qJRrfl?{U6*;4X{&GNKUJ zGB&Wlqe!5pnO)`MSw#{Tr_O)gdav%yOvT{e{L;1>rq~baoN4<}cP>z(`g}M@7vc7$ z+f;7?4Pf%%7$tNo(076hcb9uStH_z4;~6bEQ|q&2NK(HAd1a7l8FaMc4phKyef3Ev ztf=`EYU`$I%1as3;$38*ZAq9U4H;m#ApR?t9$%{cniYenLzWselG1-C_e%uRY|ThI z>+fW&3-tHuf>$4zIQ>4o3QX=DK#AE%lA#md$MBTMqy@fKDK3^Id;B0=)S3@ce(MZ+ zG$z%M5DRpmeerV)mYSUoGmWY;Sm?=U2xc!Dmz>YW#DqtwiXzOHgoqmO?vU)+pm;hO z(b|qRx(KY}*#1h^#1Hs>=uD^B-fbgsRLD4gYZN7?=5;BQCJnc*X_!!PPGW(gk&;QZ zIN?w7Z1ax&TLbzjoPkCNTB8^KsJY4bH8Eh%d zY)ilYP`L zBG+iWLClH?px#O!j$sR%0_(DQms#Sk318}5T+U$S9|M~78e;?ENX%dLb!*X-0b@dB zPn#aqHmbn&*G}47Zt7`&4~=(HBJ2w|4r& zVV|BJ*SDoLIsD|Knvjfj;<9-R+t*W)KRH(RW?EGD-w4X>m ztlF2>*qyr!V%JNk!tIlIsLz+?dhL8@p#I*M7~x~O1StI!_#VVE|I)|ed9Ovdea);) zOpCcgOe=qy{Mo3-N5K~ZUYNxeot-cC5b=qHell7xLFqTW_(FvP@u68Zn@&Md7GCv` zeH)4vdQ`>6Z)&dcH?d^M$I=$QMosr`_Z)!q2{vbPoKcmHVWU4eD`4`~!$RYlqbGMD zpoIEhC^V*wxzQFG`j}Ry)js2|9P{4ykUM#$(}aH<8df@qh{~808V!zhcv=50`NRQ% z%=!;FJvZZ9FRZy^hz7c3W+$qbaCgd21rfriby^~N2f~f;l_@s2EaCncFl|-#Vpn_Sr$Iu!^ z$jpCWs@H~^vAYn-OQ}J@9Yfe9Cp4vz3*#oSN;K~-@B54cW{hPqng}iNUX4=F$p!fB z-Tr<5g*}9?@U{_S2%T1w(^7a-&k19}A{!^z!ENBVU>alK-`*%gn42{Bb`Ch)srwK~ z{5~6ie`s*xi@x&geW>dNxjV?)#rT+l&v<_h1<#C3;716~ZDbKMZN}`pxGsl#A>y}R zC#&8oQqzG0`tJb)>-E^ycwF~Qc+q_5RlS2u-uR>4ARp%roU({|X7!@BYIFK+P?PVBi%syh1wtp9@ zGR2@(iIGOUswLQ3RBEz(0r0l6c;kPfS}>X}PFF9NmJxNnEqSUIQQ&Hx6?Yx{M|~vi zb7L_QpV&8h5>_$v>j+}~Sl9p_<{Y7A!t>S@OoTo-d41}_FC@H6k5bYI=@FCld=xty z)h|RsI zz|jCA&@247=!tlL-SG()ne%iwzjYoiuSNsHPVdl7j8qUhm5#Hf^!lm#_RRGJh`-K_ zpLodm029nb1Z@GI+L2m@ZEk-Bw$PA~Q>J6cp+=q_MTd~c4gOW5cbBRuJZ~z^qr=E# zjis5M*=}4Uw&FaS(tK&2v}x59Y+y`ClmWaxP)yIsf&gZG#7jIZCeK0_ePi&ka>y^t zs~bu)$L^qq7}7G2>etonee1PgO{Y=G+IRSACZi2@P?P}aaOgxaOd)^St5rxd=xx)A zl=zpjMiQa{DGDhS65mT|El}O=oElAoxME{FBMGXTYPd@J$h3Uon!r;klWf}{NCqy= z9z_`B54Rqa!SC@$7sxyJfQQ$6;ld3@TW3FglT zZa!}T1v+fQlYwrH^o?sfKFcf4vtNx`W1y~Zw zEuUtdi0{G7uzj-EQ>{R<(W$Q8wz}=UJ899Z?UvlG#K|LeT{V9;nDJD#snFF8VNa#Z zcPSkaMp(DM-up9sF$zw&3_|5YAvz|qg61z3NsU(`(k<%*641F(C;aZn6r5f243UTx zie3GWWh8oo0|$H?gI%nKCxL5tc31Oag3WX+4@#&59G{8t#HYR8R1qCK5ZDWto0b0OA*9bw|r-F@{N(W%XHJk#8R-1f;7 zqlgG(=0U`pSPWK5>IDnW9ti-P!dO~&9hNhZ3s{9U{q%qI5{%y5A_!q*)dVyI^dH1h z*7gFmi;a<>6{PER>VzsSNk^kBTw0C&t4M7~QJxXRcWspEPf$NpOJW$jY~~?to@LTq zkzMlXGa{%w43|BUZ!pAZecE~hH5p4;si*W=X$j-`Xf%w#J(nWTOr0Y=2gW>{y#lk9 zAvc!Gh#-HA#$j*KxLo~;BN^4k2hZqh!0)Oy^{;+Aad_{a8!x>{eh3(>`HMngh-9(G zkGIk7ygl^=?ps7+Q%-NtbxMLHzBC;aY%kKGz~T9hA+>N3g#fE{-!SLKO}6}sKs5W1 z-YdC_0T4k+R1-8mAmL8ReiOfw8OFaK^OjpWpGkjk?xyz%>vDA*MkL=c&{DOKbl{}L zf<$m1b`fbSaI)m0q#CwDyGaH(qajBorZ0VDaSrpz_1~8Tc^7uuNDScd0nA;E$#&LA z#kQR-wx+EXeA*C!^-*Kms~W^9mFX$eVY z#+rXj&y-0!$j#MV#+Bw_uyADnDmTtMYqFU&xF9{G;fp!eH!Lk=OHYxM=DpCkfbngw z_T0J;QOJO#rhz8cW_t!KFj&M~5Qwf#Ug_*PN;qGUV@8YzI=73%cQ!mQX}Xv=pDnNz z|7a@mU1aHtYfI77s_yrWew4E{gN$5@WL$s4^uOK0-)TCYdn@}*VBBr8&EEWK93;=$ zQJp$uc(w_1ASgclz%6YMXdE|5hp`%}X?;;Uw9Me#3_7=k`M17How)^3KV)nrp{lR_ zvqRXsQICM*j0gSu^G7C*c9B8fs}Y&lWXYMBAheAark)k!C~9I7y|fE>#?LD(<}80z z%AUSNFYSxeQ3?fSQ5U>Hwdd8L8yR z-5D@O$M(O{2JzvEGM@3CLL@Bvlh}e^pno5QtZNE(70z@fNF2RzH8+@qeyi zl7k>OM56RU%G(H8=Zyj_N5R62Z)w48FG6q0)LgvESo&`a3S``qj+x;f>P1u+;Q3EH zEbp@scZ}`RQiN4I|Fk*U61l)mNg$6_Li8hg$3s2K%>j2!QgD#U>1vDzlE~K?--LcL zw~1H>G92$$12Wyc`$!p;0&ai#+Y`}twg#2u`)^qTqARy-sAkfSjhWw$-K|Dvr=2wR zXtK-LB0xECJAJ`1?o}39;?^@y7{nz;NR04fkzRt8Ja0r$?Zirm%BcdF6vYQDyZX?n z;dmg-^zk=vCTs2no|XZr|1=KV7%L1;1uVwoD~xN_IRh4j@t zm;f843Y#dSB`Z+)lXXlrr3vTFrY5MjdkRc=CjHi-{*7Op%az@t7Fa;FIh2-J4r~?&Uk;soxTS&Z(VinxlfQZq3SW)gDERGU(xtMMDsxEjTg}Odqmr2 zf{_GZ#rKYZ?gvt*aV`@YQOxrP)uB~TMYH@LxnK;0zT;_&hC8pp%vJ1^($Ho{4mC$%d&a{(iv?2Wk*fmqTw<}xXXpU&Y9?P?UW ze^?Xsh{-srAx?k9+GrVouUHPfv$wUe_=~-F2+17=5o7aUuFm4_Z%`=yQN+n*ANu(3 zx2gnu-KKmQ78vg<7L6`&TSOl^_?5{3cC~Yd`Wp1fqK=iANLfye{S}lW4u77GB9%a* zhG{r%^7!AjTNhBE#%3M_YWh3qxnBY4e~*q_Sx|3Pn3jK8TlrAsP)+58#$jzF_P<(J zt%gHpPVt6I9H&=V15hLcUMFCjYkj|@XA9sGwV#LTCi8~(QqSTe<~`9X2E8`ufDGj> zzywrh?8&S5)>lwUE+i_uI26fSxa-lC&CZ z`W{2`CuV;z`mOZ9(i^@*^hesD>}adtT}Uj#4*bw3o4Gx3oSfFTA->g^g28r&R3?ue zgoV{NY~Lt7eiQZU6&XbgQ6D z6|7rw)jP99n2CY`myjv7ayTU6sec z^;E_fVuu z1^kwRZ;IjMpuCRf;Io6l>D;gde*nhfUCAj1!RFk}E@=aOmA8d<+UNP#v&Egkh*FrK zlf$MyVf#l@lks3`6xHw(o@S1`hy(U+PSk&ubdsvPUR=IsJVkZ}0?@ZJ zIuA@!9a&uOGrEOgF>B9Ue34Qb%~Ci~^0lx=6*Vh=dAU;wXBrr@aRc?CgOXY<&vbus z59oeE*^YrXmpQ=_$<*VXxaW;N`Fd%LBWyT*jXd@sd(?M{E&F;wlr ziTIv3ivAUiO9>^MQRxdw_!<`}gDK=bLbG>E#sB_m?GxwEPCElMg>iPvGD7D7HvlPXs~XT^ztSk8m<$KfI`?8qyW$1%9pU#CU&K zL=Uih-@)suipHP9IM?$q{@x=fwt%XVI96p;p{iS}n3Xa}ZENVeehggmJD^MI(4%9m zO20q$=I9dD#iq9kg3UR){Y!sFWh5Da9#LvNVHW)sv)lVg&v4QBy(fq_oGq;Z9g7kZ z`FGsnVr_*ysn;LByq&9MZ(_Yat?+Cx?&Vd_i?Cr<{FH7A8{z6{C$Dalr=vn7m02fG z$oDL?XKx;03NxRQhCuy`QhPFDassDR3o3W9E@4DKcfz*HTmhx#Vmp5<&YJ*J&9LpU zgtW_MhNg@#g$7xBOG@a6SbEYhkg_K{7)(mwm&ZO^L39Ft+RDORerZprA7RRpJ9ucT zow5s&p}j!IleU4AewQ-F^UASrkDVt}?YoXNUu84-y&WCHoclBz!C@+Ixz5JNK__Mi z-vT{Lck#ASGa*plU($aibI1X>dR{u5SP%iaxa+u~G1R*}?ZUmgGD^+9&EU3zb6epA z;f_vZ05en_9q@&KBY-4C8Ntn5K*)!+MzB5xL}Yb7f_#2Lbik)#d^I;YeRTXHxLk>x zmV;C^yMb+&{u};kx{@v*(&J}$P<$y*ay$_^i_6-PW4!{{^9dtCbJ#0ASVM?Z%g0M$g4at_!%Hkv34VXGa1&^E0Q_3dq1;q;aLk* zL>^6-RGAN>O;vvYcLqB5G@x&~AFqjdD1A|TQTmZfldH}wdHPm$!`N&@iy-n>-@})C zJ{tj8D11SYlGvw$U20$8l*{bFTQ!-1oAlL`^`sZsl{_dC8^*iQc~I$V7{*hW4JWQ^ zkoj1jdP1m;9vaxX2^=wspb~rLhj7twVnduJPGGm*M{a+YF>T4RT2FEr>m5ZEd!8+7l;ot}*HDHA;2Adb>DnuWK`{vy6t#0w)yfl|s)_eJ|44pXA374MQrMlf+-{X#UVBm8ktj*FSzM1= z8QhTk?O}h3EN0tdZIr4sG-KuuZ_)NS4GE%X&ItRTjfTe(*YsBb&KmkulaJ!;F4mdi z4I$W}H<3ih4^ZRtNSFsWS-HAppM~$sIfUGz@_iK8+?b}8yCZy}+ zLV$_2D++v1I{)DQ{m{97a_mn!YBQeDPt2 zjct$y?+j56mjBdwYfvcb&XHM6(F4NH{Jq4sfegMwm&Prz4DW_k6Hu|AX7$$& zQkAYc?%=g0E&+zeBR-~v79gzd%7YEJk&7XVL%yx|8?P8H5DTFpoY$ND)J-^TLMx4~ zSv7x)Do#(LWmGDkmik-HOWEiWlq8pm8#X3}Oadh`mnT4l;(@sB35E^1RV?H*Kp`pk z3(H=KfX)U`i%8h?O#Ec3FDK6DMDldDIQ_17Cqv%T!le(5Tvpp`r$IcK-)pJGq$#8? zD`s2VNO2Pvr~4ezTy7U0tAHIakip-}Jw|^(Zt`N#I+tq_^sk%V65Sgs0kv8I>Qu8u zMcH~YBrx11z2SzTj;|PgMI>#rK}WPw1SkBh2%h{aG3;s8kS$z;V9>0q@Kp(?&V)CB z2WhVbypX9_nD&-bKH=_g7R74jgPQ#>fJY1BYZxnFVpcucX`P*41~ZEbfv;mEt=oSj z(lJzdtRQ>{2JO>d&F5BYjrE)iEi$u(U5t<<3P^X&K6t1)NcTyX7-p^^%!Jbp+Jc_s zQks_y7mt}Ze7fK0w1tSCxRF}f+1H-iNA1T;@n0{zwZFgCI-h3c{K#4F z-{vsAY-tWM^4;V?hH?#Sp#S^BImdrzc#i8+Ze6lBz@2+W5A7qKRIO9ajaAleY!bAP zDK@GV9h1^V#Kr#&}%>n##oDb3<@3vP3q@4Ts!u!x`KiAzyFPc&2mjf6? z-_wy2^ho&=&r*nHzo&(GX|+IMBx6D;DpK-h{`wIIKHRLp-w`m&x?{)~gJ6FHA^g%+ zt(iYXlF?%=931s;%HWlt8Yxcc$yIRRq@Z$mct{=%>KkUdJ9&Dv6Mym5a-cn-qUfJ* z_=1o3<{)n5@(SSjYNOGz34rrLR^s8mo_62D&GlJNk-BBlys@$lbSAE@=S|YuSj?j1 z@+qWGv7Q{quq;a)@rV?9E@po*Zn6&5$nLeB9sf1(WZQ9ViL#Hg*t8sigf?MQqX6=sDJ$gzqypTco|r`&);JI#W-UeQiT zz~f`oUq)sxcCa&o7GTT8a|m|5k8X<9la`aEveTZV%9PF!TS)g&*~M&5`sX3VyH~U+ zfsUG`K9N5Z=JZ+G5sFH=pa>Sir zc%f&mnb@oVTG(!Q=R#E)O+u0y>qVTGxR2}k1@qTlcGP7)pU?@roZ9gMjZkck(4a|C zYDUyUTh|sl@_1Cn6Lhi`SwSsRtd7ZA&|lKA5E7H26Ky)PQR#n3IwxBE-vT-xpF#ntw?BaHa zvPT%}v^>JE&z^r_@;_25H&RV(@Mzk8;a)wo9_BIw`-^f>DplGldo)u|q@vB2GFNs9 z!x@ao9ANj03!F8>xw(U%ElF6af?7(^6v#EqwwKJib$eka&x^MCm^N?GXydKA&{Z9gi&_*@DYp=T$YRTXb=d>&Q`r&k&n=1%DP)dSPPnHF z%0Ap(`Y6+X6~6pt#chemJI9)^9Me)xsV5@K?hczLMs5ie@tM9ZMeuaY52{X@tsax{ z(!xV@_t}5_*N}RD%x-EQUA+QN2$BUQSP5rWy+_+!1Cn!&_eS^ z1k1H72Zx%gEf@JuT`L?UxIZvdKk>pgAtLSI%xN#rE=ANFVj@mgYr_0;S%kUpioEiy z;g#z!)`bF@ehbVTwej`PPw`WgqEkBE2|d)J%@u!hZNpj3X!K(&^6|^LY-!PCa6N{y z76ouEWM&~P34o{w3$75M2O5-ry`=yyT#yGWsIavd)8k|du@E3+Y< zgs*_#`D+Ghp7BGjKGwGEiqpCS~x)b$ctpS+lKKy(4c_b!pmFYE@gszTJe( zR~3KV8-x`vW&Eeb=p62&{F`6)@iQ{v8wt~ol`xu@b@Y7-8(%o^b}ME@>Ugcvx@O)? zi%V=G&60AjkCm)84Kl|OC{N39W_VN1HR)_)GL*V(v_>WNUS98|eq(XYb*DD4bVg%A zhVbvLMfZ4RF`prJDshzuDLjsngTz2q!-SHKtUS;#ocS%O|FEa*S(Iyu0whw$x5zqaC>u7x2<1-}B^ z{Uv5C@jNznnamS-m-xVqr98H9E9mZ7sxO80JiVWeepFkWo-f+B^_%ouHk6kSp)!9c zD=bPBv5YyS11?~*rq@=ij7w@5=p)S*4AXLJBqN+C)FtKfbr*2gin4Oo%`rhrgl%cD z7!;~W1E*W;3`UeBE;htM$yc?PkiAWYMErNM*M61?(+Yc=Gyr6EeBI01W zEk0nPY}*K_FnFlk`Cdx}=>!WKvnV4RV)tjR7z zG2n{>5cS+DC3n#mMRij*jv2}b=dZ6sO>sX*`mgXqIvEE_9ZDvW80o6eZ`~`#Qao>_ zivB^V(28T5MHK2UFxY+TE2$pfrr$i9G5H`lM};3jCMjQX4R0$!;U+`WaFBn}!XcP= zBHOjQEv_q9!w9Z_)9FKYIz^WmJg^gbV-j`1)*;d)`rmr4nLIs>QiCwRBD^~fr7^Q;H zf2mDbq^>k%Lf(jwA*>n}!PS4X?U=A%;1_qD>BS4J-^<|V%W`Ojgw)zt_&kqOc-=EE z35bVEZ+uTiPSAmHPqwuMW9TM0a^)&OnRe~Js=pEaD&9Zu>zS(e_eJnPQxv7heMSKa z#hoUpdYXQdwloV;lm)ch@C%^uQG8Rpwb!g08Rw$3~P85`hv0cv2dtj$mWWF z1IU{egAg#t#Do?S)MS5!HGl?Ug{k8*aZ-PYdtIfL@K(`j$$A+Z%smSD{Ya%5BO`sl z$raR?cLpHoaB3S*{}}PSXOFHky5*Xjc7c&e|6*+V2>{iHf^^o~lmo`ow}A6D8!E$& z*)jSjaJSOo$F4y7>={;VxC7XoYu5nO=sd%Nsa2dtup6K?GX#Gy`k~XXTskEKv`ENe z?qNp;Mvza8`WH9_ZMV|zbrW8%N=eh!StEbm7M+ex$0#E3vcj1kpmg!XPBAVNw z#YyXiUy7Ux`z!ES*tq`bQys9)Q5s$@l}eR-KoNg zBTGY2!j)c&?t*&`(W=^oonwq=L6^p-ZQHhO+qP|+|F&)Sv~AlqrfqZD*3NF;Z1&rJ zt5d1EH}|HJs(Q}J?_upL)+;*#6I_uvvcQYEwF-u&uCu?#D3F~g$1d*)?w?kTD;t#G z&GhD-0Y>DbZ`%w~=_+;{xm@f=^;JpkJWGWdF;zrX1#Ipd++ZY6B)VJ$mffygUzPJV zfoFo$Jkp1}P@rNK7kjQ^550chW8cvk%^JLr8(cxwQzhwP^G{@wX|A~w49 zQ$+3^00hRs_*q^^J_1NfKSOdkF}Q9}Q;8LmZeQ}sPx@?Nb-l9I1X@vFV(+onC7U}w z1fP1gRyv)rwIXSAXY{Qu-RZDQ>ghV9`9u%P?`yro2x)Q_6gn^2)yGK@Xn%EwJbih@ zx5l9sESxnY4H6cCgJTGJB+hD{hdGr#wi05z0G9h7Y5JYzG-^Yi&sS7wh?Q_Zj+ABB z3jP(o+Zj$&K0R_Y_0WvvyhWKDxWWdB0JxMtppi?rbS(1 zgZW-Kr@*XL15GKQmV0!SJ)dQi-%I61e$(;i5vgobvA4v(WBR|^VonTIK+qzh(r^AL zuoZg{OBm=P!1$8G=#ospPWE-6XPB030o3MrINo@AJqqdu8hXYuNdGifCfd8_@?hVx z#q0Rk_B$n0Tg9t~skqv)0eh^?21htQy?tMoH{-iP(84{Mo*zvQ4kU|c0Q=Iv+t_3t8n*JHsv_>jK$C))HjnE4V=MOBQv0SXze z#RS!<>b_}6FKr@1zj`n>*u3kzK6W54=)tU&RQg8?*`k>LBDhqOFZ9hzvGj#iIy$>q z4NY;4p~>(wgX$U^+wfgQjW-z*0TXGSEs60bFxMi3hm_deh$EraDaGm1w}C!i;Hp;X zxMyU8xFQI7BQJOJ=v=J$7aD;20mwA3BGYkYOPgM6h3_|>KNXEyu_ft!r1Cx1{rjZz zSo@r_hhfkRNIT%-m#v<8c0+3E%+E>dOCBhDdcl2Vt|PJXli4h8C}`Bs zLv3NcvTNoyj&qKDC^OQ~i$U-nCn-bSmRD-Y^ouI$GC z2QI;>V29j$e4&fWR#2nWc>@i2*Zus)5n0-UVEP!R-3Q!T&M_7 zxKSi3VJ}%-I_=F zN{Mi=t`FYJt<}@L0ick8i)gZiWN|AX)dtzE6E8wx!Cdu5v_P(+q6zsE*KOq4pgxfE zFwRTvAId&!@`Pc-@Y%zomAiO_lbE!=?#WM;j6vM#mbO7gc*93{mogtd5BZqAZ3RXn z;A!6S$@BUIC?E?^BSUveG|ApAe%WSBi|1BaFG0-Dic;GeP5cS{%tfJP25M2L^+>3v@ znuo)DbG?QU0l=k$)oGOe%ZjJ$$9h<+X}`nj(R(jGPW$6F9j&&7d2pQqdxt_2;A#*o z(6U85UpXW8x9K+tGO>nj7?!Hgi7VTqdpGIlI%#i0!I=y665!1Afn@dC$6eQ!+Yo%u z21&2hi7e%Q@ODp*LB;F~KgnjjM#D;uyo7RhN2zU=5|Grsn$)_oV`Jt+G`HStk?om` z^}<=;QKL17K>;e3ayDtJ44Id3fO~@%Te84=wijgTcCjqFCL?tnnVWV6*(i_GaumP;#EnLSYte`s}fg>k17FDCq$J7!!E zCu&p%1n`-dBWCsoK74}`xqkNpwJ9!a`fJ}l0SZyX;eApf@#EFWU7k1 zLm3XHJQc5p&7Q{YJ|h5%f=5d*gfF9g7qOo++&r-^S5nxJ_9@~2)6&ohD-GdVzOP#V zV`9X|IFeZ7Vjv}UNyNQXRQ$M;BUDHZW&~}_3n0go0>%EZhC#3wfHuD-!zQHGXhlzw zP-o3wxAU)F$Y3xpqB>S3&xo}-4vkOXXmeGA zD&8K}Ht8L}1ObwZ{vhS|Mcm!i*ccgVY84iRE8?$lZq$eFOlBJwdJ=Wr%t*xaq2H5Pb9hwLdRAXjl2veXV)AW-deg~?&l~QP} z1e?vj`d>W@4F+fFcz&AS&e>*K_;{PA3Zk62P2?P|?bP=q-{2$D)DwE-K}!{I?PD^M z3a~+m@y%858;Yav(l*xDWVbn_Ik`}b0@~>KRK$ot?^7_~zf%Su@=9K_7=(Q<1`jBp-vGL`QkBp)3e4hbN6F$l`Q6sadjD~N&j z-4_SD=ct-#TvkJd#Fwx4&odYq1=ov?Zfat@q~|;wxt`^J40TcSA%kq%%R^-!0KbNw zrPe&ugCzWcR5xW$*jMf&wT7|n(Jj2NMTp@e2WKm%6Wk^o9Azj-#1+(s&l=y5EPTY` zjndyvDbs_*fivqYq=b2@5*kA=NTQ)5=g(K?NM@pomOrz$zQvuDx(qaHBcTYIhPyp@ zf3m1?DWF^n#a-)A6zPUr>}Yi+lKEa>VSTLLz+9oq4yy>ODZx}JLWM<&K{-4q z`mppM{QO#}yZYd;!Y$1flx++`gwZbw3im{wW>IP)%r)?*2K-OZtb(F^seg*TeEO3I zb7gjb(2J^zFU7B3O$(T~gNBt|ZHR)rcwX$=tJe$}lHyV|Bk5N2P5?$Oh3hYa9+8~B zJPEsDlf3=>;(~+YVM`%c){Z3k99TKVTI&*TmjwHt-ROB!y+JN zcC$IK8oBsM60_s!Xxc8~6QeXv<|hlUHhh?{Gi04iSQn|)5-gw&2k`GWSLhCgf~MZ- zpU{m!vDNg`&~?n9J%G(*9u$4-ktck85@PvQ3`NUi9rIT~-aCQ#%w#Um3+P1}0^ zryinRuQ>Au$C>_}4H2_9K4v10rN8wtsaNvwgf($@1r^W!Jk$UNa3rif>loJLg8e=D z^JoxGrq&q3E+q+GPNwD|$AvKaRJJf22sz_D$EFI2yNR+z9Kag>X#ey=Xa;5Y`(8rq zG>!e}+oz(o6N)EVd`r-%kVb>}+CTYxmV{k`2sS%+p%y>6bBkmUE_p1IY@(4JsFKf!y3Q=eTbVud-4o*(O6`L4E&uRFDk=iIyyM;1QpgEM9)Xs_0W^nHNz( zDWtBCD zBMJ%K$Kal~s*Hp4M!QZ}*dSKqNjv~d+F~ZRR}@jNJOhSK>;BId4A}=BlAMJPOm!S7 z-cQN8IzqS%-+;K#Q%1^{SX^Hj)`-v5pW@di~v^v$0SaIQn`?I@1xW0 ze@+sGFYvmh7#)9;a6mf+7Ljo73S@}*t67U3?2Itxx8nkesD!)j24M!Ib>Ae>tJaGE z>*E~`)eM9<@FZ%5!F4d4M|w_o+_&vH8B`hWHr4~T;pI4w0lDMqL{O;0$i=e)f%o@H z-Y==GE&zO>JkK3>G7sL+R{+G!G+#DuG*MA4WcBuICP;n-W3+x1TeC-BFz>XIUZ*GH zm0T`?yqY?DHI7e0gV3XRLUmUF)O7C)ae5d0xy+8=oBOY7SSso~gAq8Mj5LlsCH@C5 zYd%&2yB25D=mM5dUZsIV*g5)zs$P?%xEK)}CjdJUSFS1&CC>0qjZ}?W)~_?UlJfl# zGvS1W>~5Bf;i@`ie}O7oi$+T*n8eCqmX40H{=s5qMC&!UU(6U@;f|7F+(4k-+z}AQ z8oqpqBkCdZgDTI?cZ;QoipE})Mkh$WVg8+@mU}20N~Fxj*IjSpq$B;RDw*|kc6(oM z(f|}s1cX9mv6wtwZ~7l5q($fDbL~QNFnK-DN}*#}Gj|RvjL|iL4cB5Y%XpDxMPO+d zeA|=AK*x_YoAMJ&MSh|9zi?K;Q^bt@Q4(vT`5M)n3qG>%oT7JP0YK3Vy8{_b6ThBd zlaZt8Ai1J0@UmJ$ZUcl{T#!1}Ay2#gh5-cB!bG7VI^pOMp%NZHLljGuUUr0S25y`u z@9Dn2NJ8g`9uor61Jh28g$6k?Q!2RTTAe!C=hAN&Z4i~Zef5+gS z{Vp0f8_I}p#i?1A0K5_Z8Up}(o#Q8z6Y4{L}t6Egoja}!$4cP#e@>sB$CMSl_XFCDr z+sEEiJ@(HWVbE<+j&g1$lsu!$l?0&4Q&DQLX9l!eMEroA^#rXo{WdkV*t^)N81ZTHau#>=WXZpL0ErWpYQI1O%3gqklZ|?eJFZV{j_8ph~Csn{LOaU!6l# zd^rTyah<+=1U-aabp>r7hmNm>tps?-JX_u18bZc-?aFa`dx3g8TA*Pe>)-dUG;vVU z0&9p%pEiY7;M)O${#dn1?CP_Rjl)KUTqse@f+?eZ+c2>XY(otco?% zHoGawEyi)1VGwNj+2zDiQE%!yIOf3r<%FnqKoOv>zQ1-Rd7_8~I@YNFs;w1 zUcY>Ur529mjWd-42y7sBya7|+(+BCJ!wuu`LHY>>pOkiNQBOCi6TQ_T?0#Lsbnr0t zTeoHb%2MI}SAvD-KbI(cjbzi%LX7)E4zPh|rZ*$miu6+O)enE$ziDp&Sg6IsyRTn` z!%{2_<`^!5i=gK zSWThEXcc_Wr59stg}l(-(dY4pxUZ+yf;0=?j04OB}8z{T&xQg9?I@u_-H6zZA>c2LLsvk&2 zBC~<^t>gM~&fqnlffuwwHU_g5vz;fqK8Itr!)zGQTR3-`>SWo(TXv|FIjo06IGcpcRAe zHScA7xkx})En1(Rbmtj0dYcv!i7}{YYlmfedW-iYMGw#Ws8!KeHbfH94(yH1qGn1q z;5U7quG038FGIGkBcki`(suq=M(H(aYmt@Nr6rBVigZm-c8`&5C{^w`yaHik?Bgwc zvLyMjk&|P(+6QPGIfgn4YESHR6Qa9U`0S6i#XAe0kGp!uF2me=)=8l#e8EUKt9qvx~P7%(Q3U+U6*t8E6kTZX>ww%VOcnLC$D+BYL zZ`U~qhFEGDyYp#v`8wIJd@}&;crBHtCrjLFb(4}o_5~akm5;XO;qbmtB@dFtr0c&! z7g+9qAM=wdt=4c!hK{JA)3oZc$Tyt56Gf>V;+eD3R=QSd(+d4ld0C3&zCb;gQ#|>K zcDoaef>)p}d7&sntHa@@6{s&cVJWaR%a2?@rKV*)t8Mg^J)LV$Lz&XXhq)DiAyLEf~5V@ zm_#jbeL{0hI~3+PLd|~i&#JJ>fet3-0|N?OpTEbmZ#Zyo1lEfCEKKq(xbpJ#OF-VG zeh5_!dyzeO2mT;EKx1C)_FzyLj$n>I?#$H{X97C!+#*Q&Yc%VBPr@!>es7m6Q{2{- zL8(wM+*vj-Yr!Rnx!oRapf@7kL9lx3Y<(OBLvp$VD%y7Kc=+kv<~{5KN@5JaIX=Go zUR$=?{Pb7yE9dXAscAlh7W1o(_~nHJ`+HerPrPZ`i9I-NUJPjNyRitD2T>FDRPxP#&a- zDcXxFe}#}-otkP@`$!RjN8YqM_RPoEwpgXf%RQI! z`%^MGFbS{KXDa@J-O&xYs}Zu`K}E|&9|bVwtTY?AE_&$ra(-U>S9M5v1s`5?LBh=z z$Wpj79Ug;k_WnHi@)w6(6eZJB)Ffr?z~U3H2sNlaIo466S5iS^IV=0M;$x+9O$52% zpvvz=r@SMsSN2%w2+SN0NDw6F)q+HtiQHxy2q&#qcN>fgEBSy;f<86!SI!YQ9~Ho! z!}CtNyE#G!=ZYaYdyTtvh;#n8JY?hi=3zA0IoewuMzX3B1@;D|E(6s!z6X)7Ggz>V zkKX&G_w*A-PiyUc>0YhMN(mene{+~NxtpSh7^n7S=yeP7Unw_`IMMDX;SsoScw-@z zYTzhXsMN5;Dq}`NSC=qg>NaY4!Ek_29BNFCXZSJK%OVwf+ic&B)%tcb+$gn^F@?61 z;^J7%UF9-;2iHw$9`CEj-fr!$F}L|2We|Xha`gQJq~igvuqqv1VennT@0hFho$$}4ucCt!s`fNOvi`|> zSJ=FR`)GJbGpQ|o#Nw#!aR{`!ipzCBE4yAH>tRWnm>HT18m$!`nd?7mXoo6vjCaL= zgflA})64yu!BSf`tbsi78dzu0NIY^7)&`Mb8khwXOL76*Q7>r6n1BA;uY+(6QB^pU z7Bs&a;Z5vT2P5D+nS*Is;mvT%EUokWDypX?9oqif&l0ovjR0w9qTCMgQrJUTsN&A8 z5$(PGj0<_$0b^zwcISe3Y6l~+7#wB&F|gM}I$bJaGrkfV=ENMqufQfOhFBHK0_X6E zjpIPBbbjxWp`0!2W+`Tvu7;2;fJf79ur^>Ojx}4H?oln{JLm(B1n^w+SAHRX#Z}^CaQez;=Fb$tQO_4 z`PrNx2eI1P?|ekW1U_37ho%dZ{Q-FkfYAaG66ez4yq5emRPYICJZ|!5*TrAeI5>#t zXE3Y@G+j&zW)sjfnY%rA^rWlZTh5od8}I~23qlqesrbl+gvldx6Me`3 z;n5X24$@I$%|B$a4HLT4vkL6ZobJ*E@BD0P!!azfoOK)x-vnz_3ihqXIHjyASvk3p zE`fJK_lHI(EyzqD=?P1Xkkk2@^G1h>lp@-?Dp69OTFQb$_kv`4W+$Xe%um8W>VF1l zDp?@3Ke|LRLL9Pa?ri=gpf+ml#1)P>P;r3P(15qS8>RT z(sZ%2iJ1Zj&nTKLm?z0bY88u}(XY@HrB%qw?}$U4m}O`y3^`0-5B0s8Urqk-eIa-@ zufwPiMxMg9j$)DF#t!KpMBPTGU#J^$67D~lx9dfxz1uI?L0{hX|GV_#ZT`Fb!QLTDAkuX zLA(9yrF-NGZ&W}u&MDw19-=TL*=ZUDn296(H!lbU0t*u~gRGgog{vhYD;o<(dZHN+ z6+mY-4o9ld@20MN%%=g7rUwWdX1sZ8JhnR!pOTI2PQHt1y(#PK9fyKAdYU@RUb?4? z0Y*|w%W5!((JJe>*o-ghOoh-=`$DjV_6RgP3%zKqRS{%M4QBJJsm~bs-P+r>y#JL*ujKkf-7a+VJvAXmXa$L3JwF6 z^*6$j94!YX_NBPUCGk-yBUQ3M(Ae`&2Vy+J)AQOr$QXa?kK+t4E+~#8l-e6DhOkrpQrkpY^Yj^x=<%&e7{!BNP?dWx%B*Ec~#6s_;^AGOO&RlAAX3gIh}a3PARtrG-M%n&5l z9bFM@u%@5VY(f&kXW%A^dLR@eZ~Vx;pt!CbtA&I}b+tf=i%i0g-m&nx3+FXq#LqtdbDqVw04^_LS6Y~N=R5n%E%2`T_Dp)?Ee zz%S$1-JeO4Me8#OCxknDrRn-obWE zi8SNAMyH+8M503jc6keI3G!Z7U1kzyLBN)taQEABdTGxk3lHsFI}WQ)Z@1?Z5D^1; z(`vd=lpYR)Xq_KB&&Q{6qa}X=-_4fYMtbs1wE2W}Q$egYhwHnR2;h_koBIXM?r9tr zXoGRqjE(tdAw9NeoInhv4)nEU2z%AAB=qdmumrIWb!F<$X3YYGg7`cE0{@X=VuD10 z5ZxNP5~Y?Vmyw}5vGi|!^9FcdpQXe z+ujieCW6!C?Agq`qp1sd@F=J=k0A^NaG9b+OQsCa{UP{0&28qBfj(>&^TW^*%6N*P zvwFepdxc@%1R`*;EmTdOFzM*Uo_b4+lEk0oscB;OeileVP@JT*MXulnkfJf9QoFWk zxM*q2W&kfg)7-N&6qfAi2hNF2sP^y>q##>!nO{i4YFokHB6B4rx&;SoY-iP?hY8tE z-R4oadG!5sXVdY_qs9_bPI5jM%yDt5DOeFKc+NqC(tB$}J&m}IfvZrl&jGkfIjoIz zBW^7g3=3CSQL7j@iBhzod|(!@>&j=6nZzsUoq(fU_0_@F2rd`t!O7H!AbR&0=nhoY zz3pa!@U2LcEJA!f3mfMJU2rn}4PpzL3W{|Gtg(jZ44Li>XdAiki4xpg3(;zTcX@ns z^j1mwsv*&}WO!VxMScT3O}S#ib5L}%1&qUfnypaBbj|1#=Bbv?m>Uj6PZ0KMB7r0M z5WruE_qy*GFr`PvOXl=kRzjD?tYp4eVhSkKoz@Dy9QXY4j&bK2CBM=rPGRcNkNTW1 zdS)q^PgHJSCQ~1tZ{dumEpjx;;;cJl2Ym>V$w61eGV!DSu&U+@Bf;)qwb6G8fnS1U zGgyH+LxX3IlhIy#x)+-igjnN;RZf4#1~8tZ4Yr%<{c)60enAgFV~>bSpHobuSe>a9 zpUN<z=7_ZmXp#~4(#>CL7@cEoZd zzAPYgv#Prr99=?N)E_Y>x{_Q2Tk{td+VF8#GmmUptN5S4jbW&FiYEWtwxbgxLMm3K zJq3jOBQ5Q@zc(fFsZyrSi!U934r6Ju2&P#5(4EK;v5~;$0Lh4LVNzC)avx}inE)ZI z=-ceEoiJ=seCCBS^i=ExwA$~QLeWyZzJ>w`FRlB_H`o$6l@(Gl9Z--R^hXU!EQ zvyt*~9G%j>!^j6&On)uh_!n((_WnsujUzLC&RRAwc+(6jEv=YHBvU6gok`Luv8jpv zsS^YGPc-+#s5}3y@hBMpUDz^Q)oQJvW>iV&V)5fYORL0IM<)6}M0Jl86{Tz{V%Sgv zqGnvj2+L~yH7;K5cR(;YeFHLqm1&G3I&?{%Q~iKJ4m1MRnAr)5`t|{dL7$qYq~3Ii-+8B)E?LSfBz>_pTWn|HqA|w&OA{_Fbra15cjFz)bf)$7o7n6B5Y&q&T?=vFWIFgq+B;(F%I zLbo$qmc$``?na^1ppWi$buAd(cHTpz=wZOvm-ox};qme=MEjqpZtQ%YRe1T^Psg0A zDssH-4weIO^|Qopo!?fs;q+1Q{2Pb(Y;alm2UO@xKM-fg5PvvRCJK?ChBnb$abFlsotaDQ|Z|gPaR%okH_CP zS6Mv6&RTm`*wRUlQ(Dtm|3sag+iG#`#bbkU{n86ab0?rP;PZX@yk)a`^UW^f{^M0S zDNs~$;R@?j6_;;*IM=6uK9=UQ*dHLV0Hr_Z*Jk2d%(}V&F%a0`b6ZqanRE&LFFEM zq3sHYGAfhDfos!R=uw`{ExWnt^OcI~^=z97m9w`$>JN-!$u+2u_WsfQ&E3MMI5%fu zu{&ZS5Nna6dwgx`&3(I6uOaPyzgaXi#8G{LE>RMba)$#WLp_FCE2Pxtr)K1~@v#1A zx~O4Y2mAQGUc^y{->AIFn_9@AB5IR+o1PBv#XH&jTXpzm%$z+75Wr&SwbO8_`@H}A zXC@s1@Ua=))wW}u`h`xx*3e;ex0GRNn{3BG_+fqU1Pyd|FGfP8}iS*-mgp41i}I2V6Lah?P9DE}hRc3kddAx=i#|M@Firr(RVG;X z?d>)n10d@TW09UeMsZu55U3WyYfL{RKE_7Yjh!FQHL00}fgen%k@e6EfBKawzfQed zqkU@dZg%l^IsqzIoot&%MzroFg%+!qFH0iK7s(flTv`Uu<~EkLgGP1LfY+n-sxjoc zWWc=Ifqh-gru=sCM zLZr|c7Ux0JOgw2qdpYdQ#!%b7zDM+fx~7SYjFt1kPG};HUd}hsML9rUo_-d`uT|~u zjA;xNRxn&8lq}l#jwJFma$7v{V3n$j zI2P%2C!X;&N#o_&7(Bq9+-(oo8GafecXq9AgOqtN$Fr~XaZsuU+qy=Yl{2jdv&6CT ziH^g-!0|MJ?YWo(S2=E{i$m%6opjhTdrIovp?B2pv+mdCJq=c6%3bU^icg!Z7Mclt z@%=geSC0XYvZgoSfvvsjN6W1qOyXyA@8(zbQ-^;Tp>n+|h!;SR$Y1kVo)F!JvCX8O z_580rdWZ2Hxb@RDmEIHl=TrW66C7s*k-xPoe49~T??5L#T{T2E&7(YO-F`Lg+xZ?p z@Yel2<+B z@Km2pM?B&hg79$Snz!m*?Ale}#rHsW%7rY7Z2t{*G|9i*qS^w{aAMkXW%gB)ciOsE z*P5(|RM+xN+NaXRuK(udON9~Fc(q*@9nmCS0mjoU%K&Oqrk4>cBAHuZtg&?sC$G4d zz^B!JIMgaEA1@yvd0a>g)-q`os$9J$!`0P$J&P$`0G~+st-i_TFbpE~<cY-8;sSif7@EuBKsVjFf2Onv9JN*y;bL$)BA$hDi z@U?2>oI}z64qO$hWp^e!3)+~Wzl0yyhsl zR=4cJYnYFg+TJv+2|<;(d`2HxI7rx^B&~Hw+VZ$Asr^AH`aGFU7J5WU-aUp(&oKhQ z05DNOGYGl4S~@sWirHFu8yTDZQ-LJi>|LoCRIOZX%_wE1w8cf_2vr=+T|JDP%?Ra; z?A?rP33Vym8R^+{si+uK+>EWwOk63c7(|@Sj9mZwL3TzaE`-cn^i2PTDL7jY+Buk- z5pvOU&^bDr{r40ZGcOMZXHyqSs`Mxm5DX|LW-ca978WL^^hy&D?Ee$an1IMh(J|Ar z(=pMrGSV|M5mKs}X%fm>xtkF(Gcq$Wh?*H&8QD`2+Bh1yTDq7S5xSc>yI48c6SC8@ z&@)p(^YcTS*_%2TTSK#QvLzzoV6$;RGl*L`ySNgvaxng{?8U^!&X&CJFXxaU6Tig{ z8*uYL<2sEhsgWYe7eFYO&@8yXPWR4<#$}6Q!qacgv6hK?-N!(+-gs2fErbB#BYF3v zgs{2Sya-*b0d#JRO8CX5geCG5tD^n@sG+?apc(UKgx0Dny02c9e+z*4{UP{%r1p>c zRb+gWFFjFtW{DdVwZ2on_fKKE7i5a1fJi*hQFVop{|Nra^Z*TIh1V+%faWC?Yuig! zj~fMh7XcF-{#_0#`Hy}mxj<7Zv_x1r@GA@Ck0I>5p)wY{c}hdxeIb&heX0<%lWk;5 zRkTp1;2Y=U?y%)KIT9T7A!TPMCIWq6;|h>eOrz~ZIpJmEG)h6VYA`_NNSGomVM9AA z1z3rck=}_HJ~2sHPAKtLVasy>HtId*@*@l?aElryU3`H-Bd9nEZLUN2{cw^!@HVHP z=iPzh)8@G|50dcj?{DXJZ!uSsj<2_Oqs}fzpUK_u^BZ1}`@Xg%0gOiHx814q8X9Od zy$(K&QkN1k4R^N^4_!d!T4$Eam0qT*9#-G!q+4yw5wwPe`CO{K-VB$$Zq1qz0*~uj zYzUtERed-f_m%h{JdOL>P%Y0Dq0uUhdr!EY$C}V!t;Ur%Lf7AV8>p_@wI%qcWuaBz zN7YOUtT$U~LHSgt3nY>3pv(Gpu5||mgi{&0oAAqrPSiU6T>yZbVs7Ah-}qYOYO{Xr z*iosRN&RZ!O0#vosGnE;h$wD51id3gu6#In(`o4-9{5Y~9D>jNaPti>dKy^kQ5wb?Z`tL0kX-$wzl$&Zw+rLBsdoI-jMchMYkNtPGaoev zg_*|hlzwk!d-%~f6%Sy#E0{8}wrQ(byZz?%u$3Yg7iapvG72H@S;@>%XnR zNnvl^o z=Ge{Zv1M^ zqyuS3Xl}syFuTf-tMcWj;|SDo_kj~0*{PXlRtiP28RZA#r?dQF4N?x|+2^i&6Q0aWFB7!g7O-8Q+Yj zVG&R(mZLu9TU2aEv{8^|dpMsaEsRN3K{}k6bOI6e#6PLa`W;kgRr+S6#k%=fPo3pt zq>0u-1Y1>Th6c_u=0q3oq0Z#6@H&yCXHOPG{(Gt?WC7LnZ3~D;KHme&Lc*F^UPOnT zZu3U}y5!fwCrp$FE=dgYo*zV*spmr=5hh?K&`=Xc4w6xXHnL^^d~#c<)xXh^_Fn>> z^{BVs63f^gwlpyVFXytqg##7rQ(3|hh|wCM>0b=D87Ml8P}=D9`j*%Q+WOM5Ue ztswTq+t9L<_x1_{Kd$j9ITV82AuT+;hW(^0;&|Y=A#IMKC|{Z(ViQqk^|4pLj}RcE z!7p^|aC(e=Y6EmMiNSP?eAR<(o1bcadW^>pFlNx;FmURf9Z*^Go5cD{E|bA^+EKwN zFi;rw)8+^!ugULn;_!Za@$7l!?aPuo@$1x~e5z}|FQ44)>HXc=&j&EX5X!;orJG|Q z0eJWA;M+EvxKGQlz^El~b|@vd5g?b<=*urNW9(Vn+2;K?`Fry0`h6)W&oAdu=Pb?| zdWHNcaEw;X@jqKAfQ^Y!51K*6%G-?aUlW=^gHVTwkcE)xU#GHzgDW8$ zBL^WPp)xdsl)bsbzlifcktm@KFDn}t6Pp;5IJ-ErD6<$lJEyo9t1yQMBP)xLu&Ai8 z5I^DnI|PCM-;4f}zF}f!;`+CbQ3CMNWE9jjP{UrhcPTi~x&wlUA;frEzJ-=%bE>_51~S>?Hl32wPIJ4jo~|CQ zd*;?}w4+m$-x*}6WYUzkck)pku41FzGl;ORz^h~HLsE>|49lQih|uac>jCP6(#6oN z;5J0n;?{;9hGmd1BoKx#Ml&H0iP~!*Yf^*UM~GKMSD^bwN07ECE25sL72$k=Y{=|{ zV}?5QhapKlT2o#xLF=+GIRRL*0!t?|^?r=%v#z)3nqaaz7bOZq)`mIMOAt2U*Wu^w zc;i@WK$s3GZp3=^B8)xO9Dqd-9@s-0(;i8JD@fV=3IZ+|9`HjMbC7YuD^A&bPe`n= z+z=<2bx3FUQ5f{jJS9`u(J9m|L-sh?eooVZD!zExK~BYiYYUZeFiip3)(mlTLlMTD zIUSrQFH-17d0bv09<(UV@8c0hz~u-uS4WF5&G zRqoF|A@P(z0U(vE1FkxM;A2+cV46}4^hEqc)L!)5(ghz;cP?D{wd z$O|HEep7$|sc(ScO-_zesJAD`XrX_;B9779C%vr9dBPeGg@tdfB11cf59|`tD`!Lc zmEPtnzXe(!$l;~s<5WbB&?LN{P-Wb) zFl3zg@Wsq(NHQibRB1hChLrkZtAt@8XK*WmVpB!RAW>LpnFN0!Cg>!3N&}(F5v&l< zX!?-mDEtu9DE<)Cs3yorlwinnUYvNOc5Oh;D>d2yBE5WN-Wwq1 zSG8v4k6^r^;p+V>^$HzZt0gc3n13Xk%nX`w2D!%DZo~4kvhC`k#=}3mK;=f($1>p# z(GEAnibmGwNC0_dVv%G`$%KWmTSSyYPf6zPFt+9%Zy~fZv{j?4mvmF*q@84RNocxp zjU>ckY_pEGcWtD62=?V;jqaa@vBesitZOmVCve)DxyTC5MlXKr^L-d5v;o}A=H|Dm zHPpf=R-5ygxe@xt#5@(KthUD$6}fSU&p|c&$DF9dNkD8|tL1r*HJ@yS^F>7!V=bXf zT3$M<4~i0)R?DNYR?PS1LyRi(U#<6cWt2*4*S^oh5)Ffhil8fEoizRr9ouX$&Gpny zAF+X5v%z!!T9}ekuaZ=p4K}4{Rh{?0cA>7^Wi4Di(;c2=I$pUY1UgTUa5EJ<@>9;f zdruLy*?_d;N6InSoe;+*`FQ87B$Z=47EZX;4wo_(E_27MDi6)~bBk;D(Zw4Bn`Nu> z{1>(hW}8p(BKsyNt}&nK6>GK&HlO!saX<6A71oP?B}@#lvspc9CVu^m-vBo3=Br$* z*f83UR^cL}DgOi^-(hJ9fyJ|&)LOrah4R!qKk0I$H0P%PG@6(06#zbFdw(@pE8Viu zor}-|1EWm=d{tUhYBUh&7`k=EMS*ozM(1x#G+Whjt4f)JE91qrows && k < m_cp->cols) { - uint64_t max_row = 0; - double total_max = 0.0; + uint64_t max_row = h; + double max_val = 0.0; for (uint64_t row = h; row < m_cp->rows; row++) { - double this_max = c_max(fabs(m_cp->data[row]->data[k]), total_max); - if (c_max(this_max, total_max) == this_max) { + double val = fabs(m_cp->data[row]->data[k]); + if (val > max_val) { + max_val = val; max_row = row; } } - if (max_row == 0) { + if (max_val == 0.0) { k++; continue; } - Array_double *swp = m_cp->data[max_row]; - m_cp->data[max_row] = m_cp->data[h]; - m_cp->data[h] = swp; + if (max_row != h) { + Array_double *swp = m_cp->data[max_row]; + m_cp->data[max_row] = m_cp->data[h]; + m_cp->data[h] = swp; + } for (uint64_t row = h + 1; row < m_cp->rows; row++) { double factor = m_cp->data[row]->data[k] / m_cp->data[h]->data[k]; @@ -670,8 +693,9 @@ Matrix_double *gaussian_elimination(Matrix_double *m) { return m_cp; } \end{verbatim} + \subsubsection{\texttt{solve\_matrix\_gaussian}} -\label{sec:org2f14966} +\label{sec:org230915f} \begin{itemize} \item Author: Elizabeth Hunt \item Location: \texttt{src/matrix.c} @@ -703,8 +727,10 @@ Array_double *solve_matrix_gaussian(Matrix_double *m, Array_double *b) { return solution; } \end{verbatim} + + \subsubsection{\texttt{m\_dot\_v}} -\label{sec:orgc3739fc} +\label{sec:org83c8351} \begin{itemize} \item Author: Elizabeth Hunt \item Location: \texttt{src/matrix.c} @@ -724,8 +750,9 @@ Array_double *m_dot_v(Matrix_double *m, Array_double *v) { return product; } \end{verbatim} + \subsubsection{\texttt{put\_identity\_diagonal}} -\label{sec:org6e2dda0} +\label{sec:orge3fcb3e} \begin{itemize} \item Author: Elizabeth Hunt \item Location: \texttt{src/matrix.c} @@ -742,8 +769,9 @@ Matrix_double *put_identity_diagonal(Matrix_double *m) { return copy; } \end{verbatim} + \subsubsection{\texttt{slice\_column}} -\label{sec:org6ec00b6} +\label{sec:org95e39ba} \begin{itemize} \item Author: Elizabeth Hunt \item Location: \texttt{src/matrix.c} @@ -765,8 +793,9 @@ Matrix_double *slice_column(Matrix_double *m, size_t x) { return sliced; } \end{verbatim} + \subsubsection{\texttt{add\_column}} -\label{sec:org46ea124} +\label{sec:org9a2ad93} \begin{itemize} \item Author: Elizabet Hunt \item Location: \texttt{src/matrix.c} @@ -788,8 +817,9 @@ Matrix_double *add_column(Matrix_double *m, Array_double *v) { return pushed; } \end{verbatim} + \subsubsection{\texttt{copy\_matrix}} -\label{sec:org0fb04f5} +\label{sec:org63765c0} \begin{itemize} \item Author: Elizabeth Hunt \item Location: \texttt{src/matrix.c} @@ -807,8 +837,9 @@ Matrix_double *copy_matrix(Matrix_double *m) { return copy; } \end{verbatim} + \subsubsection{\texttt{free\_matrix}} -\label{sec:org1e7bf4e} +\label{sec:orgc337967} \begin{itemize} \item Author: Elizabeth Hunt \item Location: \texttt{src/matrix.c} @@ -825,8 +856,9 @@ void free_matrix(Matrix_double *m) { free(m); } \end{verbatim} + \subsubsection{\texttt{format\_matrix\_into}} -\label{sec:org7d927f5} +\label{sec:org6b188b4} \begin{itemize} \item Author: Elizabeth Hunt \item Name: \texttt{format\_matrix\_into} @@ -843,7 +875,7 @@ void format_matrix_into(Matrix_double *m, char *s) { strcpy(s, "empty"); for (size_t y = 0; y < m->rows; ++y) { - char row_s[256]; + char row_s[5192]; strcpy(row_s, ""); format_vector_into(m->data[y], row_s); @@ -853,9 +885,9 @@ void format_matrix_into(Matrix_double *m, char *s) { } \end{verbatim} \subsection{Root Finding Methods} -\label{sec:org2d9e027} +\label{sec:org352ccdf} \subsubsection{\texttt{find\_ivt\_range}} -\label{sec:org13aac0a} +\label{sec:orgb9a0d16} \begin{itemize} \item Author: Elizabeth Hunt \item Name: \texttt{find\_ivt\_range} @@ -887,7 +919,7 @@ Array_double *find_ivt_range(double (*f)(double), double start_x, double delta, } \end{verbatim} \subsubsection{\texttt{bisect\_find\_root}} -\label{sec:org37c0d43} +\label{sec:org25382b3} \begin{itemize} \item Author: Elizabeth Hunt \item Name(s): \texttt{bisect\_find\_root} @@ -918,7 +950,7 @@ Array_double *bisect_find_root(double (*f)(double), double a, double b, } \end{verbatim} \subsubsection{\texttt{bisect\_find\_root\_with\_error\_assumption}} -\label{sec:orga63019e} +\label{sec:org4b9cb72} \begin{itemize} \item Author: Elizabeth Hunt \item Name: \texttt{bisect\_find\_root\_with\_error\_assumption} @@ -945,8 +977,9 @@ double bisect_find_root_with_error_assumption(double (*f)(double), double a, return root; } \end{verbatim} + \subsubsection{\texttt{fixed\_point\_iteration\_method}} -\label{sec:org9325db0} +\label{sec:org4cee2bd} \begin{itemize} \item Author: Elizabeth Hunt \item Name: \texttt{fixed\_point\_iteration\_method} @@ -976,8 +1009,9 @@ double fixed_point_iteration_method(double (*f)(double), double (*g)(double), max_iterations - 1); } \end{verbatim} + \subsubsection{\texttt{fixed\_point\_newton\_method}} -\label{sec:orgb571ad9} +\label{sec:org93e3999} \begin{itemize} \item Author: Elizabeth Hunt \item Name: \texttt{fixed\_point\_newton\_method} @@ -1004,8 +1038,9 @@ double fixed_point_newton_method(double (*f)(double), double (*fprime)(double), max_iterations - 1); } \end{verbatim} + \subsubsection{\texttt{fixed\_point\_secant\_method}} -\label{sec:org1b33cb8} +\label{sec:orgf3f0711} \begin{itemize} \item Author: Elizabeth Hunt \item Name: \texttt{fixed\_point\_secant\_method} @@ -1032,7 +1067,7 @@ double fixed_point_secant_method(double (*f)(double), double x_0, double x_1, } \end{verbatim} \subsubsection{\texttt{fixed\_point\_secant\_bisection\_method}} -\label{sec:org9dad67f} +\label{sec:orgeaef048} \begin{itemize} \item Author: Elizabeth Hunt \item Name: \texttt{fixed\_point\_secant\_method} @@ -1082,10 +1117,11 @@ double fixed_point_secant_bisection_method(double (*f)(double), double x_0, return root; } \end{verbatim} + \subsection{Linear Routines} -\label{sec:org89d7d4f} +\label{sec:orge3b6d97} \subsubsection{\texttt{least\_squares\_lin\_reg}} -\label{sec:orgda34435} +\label{sec:orgcc90c4a} \begin{itemize} \item Author: Elizabeth Hunt \item Name: \texttt{least\_squares\_lin\_reg} @@ -1114,10 +1150,11 @@ Line *least_squares_lin_reg(Array_double *x, Array_double *y) { return line; } \end{verbatim} + \subsection{Eigen-Adjacent} -\label{sec:orgc7e86aa} +\label{sec:orga3c637f} \subsubsection{\texttt{dominant\_eigenvalue}} -\label{sec:org511efa7} +\label{sec:org0306c8a} \begin{itemize} \item Author: Elizabeth Hunt \item Name: \texttt{dominant\_eigenvalue} @@ -1161,7 +1198,7 @@ double dominant_eigenvalue(Matrix_double *m, Array_double *v, double tolerance, } \end{verbatim} \subsubsection{\texttt{shift\_inverse\_power\_eigenvalue}} -\label{sec:org2f9dea2} +\label{sec:orgc29637a} \begin{itemize} \item Author: Elizabeth Hunt \item Name: \texttt{least\_dominant\_eigenvalue} @@ -1208,8 +1245,9 @@ double shift_inverse_power_eigenvalue(Matrix_double *m, Array_double *v, return lambda; } \end{verbatim} + \subsubsection{\texttt{least\_dominant\_eigenvalue}} -\label{sec:org847cb9b} +\label{sec:org5df73a2} \begin{itemize} \item Author: Elizabeth Hunt \item Name: \texttt{least\_dominant\_eigenvalue} @@ -1227,7 +1265,7 @@ double least_dominant_eigenvalue(Matrix_double *m, Array_double *v, } \end{verbatim} \subsubsection{\texttt{partition\_find\_eigenvalues}} -\label{sec:orgb6cc77c} +\label{sec:org3dde7af} \begin{itemize} \item Author: Elizabeth Hunt \item Name: \texttt{partition\_find\_eigenvalues} @@ -1268,7 +1306,7 @@ Array_double *partition_find_eigenvalues(Matrix_double *m, } \end{verbatim} \subsubsection{\texttt{leslie\_matrix}} -\label{sec:org2bb3502} +\label{sec:orgca10ed3} \begin{itemize} \item Author: Elizabeth Hunt \item Name: \texttt{leslie\_matrix} @@ -1295,13 +1333,128 @@ Matrix_double *leslie_matrix(Array_double *age_class_surivor_ratio, return leslie; } \end{verbatim} +\subsection{Jacobi / Gauss-Siedel} +\label{sec:org91c563c} +\subsubsection{\texttt{jacobi\_solve}} +\label{sec:org2cd6098} +\begin{itemize} +\item Author: Elizabeth Hunt +\item Name: \texttt{jacobi\_solve} +\item Location: \texttt{src/matrix.c} +\item Input: a pointer to a diagonally dominant square matrix \(m\), a vector representing +the value \(b\) in \(mx = b\), a double representing the maximum distance between +the solutions produced by iteration \(i\) and \(i+1\) (by L2 norm a.k.a cartesian +distance), and a \texttt{max\_iterations} which we force stop. +\item Output: the converged-upon solution \(x\) to \(mx = b\) +\end{itemize} +\begin{verbatim} +Array_double *jacobi_solve(Matrix_double *m, Array_double *b, + double l2_convergence_tolerance, + size_t max_iterations) { + assert(m->rows == m->cols); + assert(b->size == m->cols); + size_t iter = max_iterations; + + Array_double *x_k = InitArrayWithSize(double, b->size, 0.0); + Array_double *x_k_1 = + InitArrayWithSize(double, b->size, rand_from(0.1, 10.0)); + + while ((--iter) > 0 && l2_distance(x_k_1, x_k) > l2_convergence_tolerance) { + for (size_t i = 0; i < m->rows; i++) { + double delta = 0.0; + for (size_t j = 0; j < m->cols; j++) { + if (i == j) + continue; + delta += m->data[i]->data[j] * x_k->data[j]; + } + x_k_1->data[i] = (b->data[i] - delta) / m->data[i]->data[i]; + } + + Array_double *tmp = x_k; + x_k = x_k_1; + x_k_1 = tmp; + } + + free_vector(x_k); + return x_k_1; +} +\end{verbatim} + +\subsubsection{\texttt{gauss\_siedel\_solve}} +\label{sec:org6633923} +\begin{itemize} +\item Author: Elizabeth Hunt +\item Name: \texttt{gauss\_siedel\_solve} +\item Location: \texttt{src/matrix.c} +\item Input: a pointer to a \href{https://en.wikipedia.org/wiki/Gauss\%E2\%80\%93Seidel\_method}{diagonally dominant or symmetric and positive definite} +square matrix \(m\), a vector representing +the value \(b\) in \(mx = b\), a double representing the maximum distance between +the solutions produced by iteration \(i\) and \(i+1\) (by L2 norm a.k.a cartesian +distance), and a \texttt{max\_iterations} which we force stop. +\item Output: the converged-upon solution \(x\) to \(mx = b\) +\item Description: we use almost the exact same method as \texttt{jacobi\_solve} but modify +only one array in accordance to the Gauss-Siedel method, but which is necessarily +copied before due to the convergence check. +\end{itemize} +\begin{verbatim} + +Array_double *gauss_siedel_solve(Matrix_double *m, Array_double *b, + double l2_convergence_tolerance, + size_t max_iterations) { + assert(m->rows == m->cols); + assert(b->size == m->cols); + size_t iter = max_iterations; + + Array_double *x_k = InitArrayWithSize(double, b->size, 0.0); + Array_double *x_k_1 = + InitArrayWithSize(double, b->size, rand_from(0.1, 10.0)); + + while ((--iter) > 0) { + for (size_t i = 0; i < x_k->size; i++) + x_k->data[i] = x_k_1->data[i]; + + for (size_t i = 0; i < m->rows; i++) { + double delta = 0.0; + for (size_t j = 0; j < m->cols; j++) { + if (i == j) + continue; + delta += m->data[i]->data[j] * x_k_1->data[j]; + } + x_k_1->data[i] = (b->data[i] - delta) / m->data[i]->data[i]; + } + + if (l2_distance(x_k_1, x_k) <= l2_convergence_tolerance) + break; + } + + free_vector(x_k); + return x_k_1; +} +\end{verbatim} + \subsection{Appendix / Miscellaneous} -\label{sec:org7ecff9b} +\label{sec:orga72494e} +\subsubsection{Random} +\label{sec:org4940c39} +\begin{itemize} +\item Author: Elizabeth Hunt +\item Name: \texttt{rand\_from} +\item Location: \texttt{src/rand.c} +\item Input: a pair of doubles, min and max to generate a random number min +\(\le\) x \(\le\) max +\item Output: a random double in the constraints shown +\end{itemize} + +\begin{verbatim} +double rand_from(double min, double max) { + return min + (rand() / (RAND_MAX / (max - min))); +} +\end{verbatim} \subsubsection{Data Types} -\label{sec:orgd12d26b} +\label{sec:org8d3f6e1} \begin{enumerate} \item \texttt{Line} -\label{sec:org5c75544} +\label{sec:orgc0df901} \begin{itemize} \item Author: Elizabeth Hunt \item Location: \texttt{inc/types.h} @@ -1314,7 +1467,7 @@ typedef struct Line { } Line; \end{verbatim} \item The \texttt{Array\_} and \texttt{Matrix\_} -\label{sec:orgc595e92} +\label{sec:org435e816} \begin{itemize} \item Author: Elizabeth Hunt \item Location: \texttt{inc/types.h} @@ -1344,11 +1497,12 @@ typedef struct { } Matrix_int \end{verbatim} \end{enumerate} + \subsubsection{Macros} -\label{sec:orgdcaa9de} +\label{sec:orga2161be} \begin{enumerate} \item \texttt{c\_max} and \texttt{c\_min} -\label{sec:org8f831d6} +\label{sec:org16ca9c3} \begin{itemize} \item Author: Elizabeth Hunt \item Location: \texttt{inc/macros.h} @@ -1360,8 +1514,9 @@ typedef struct { #define c_max(x, y) (((x) >= (y)) ? (x) : (y)) #define c_min(x, y) (((x) <= (y)) ? (x) : (y)) \end{verbatim} + \item \texttt{InitArray} -\label{sec:org61bb69c} +\label{sec:orgcaff993} \begin{itemize} \item Author: Elizabeth Hunt \item Location: \texttt{inc/macros.h} @@ -1380,8 +1535,9 @@ typedef struct { arr; \ }) \end{verbatim} + \item \texttt{InitArrayWithSize} -\label{sec:org6bc07d2} +\label{sec:orga925ddb} \begin{itemize} \item Author: Elizabeth Hunt \item Location: \texttt{inc/macros.h} @@ -1400,8 +1556,9 @@ typedef struct { arr; \ }) \end{verbatim} + \item \texttt{InitMatrixWithSize} -\label{sec:orgb5de1b7} +\label{sec:orgf90d7c8} \begin{itemize} \item Author: Elizabeth Hunt \item Location: \texttt{inc/macros.h} @@ -1423,4 +1580,4 @@ value }) \end{verbatim} \end{enumerate} -\end{document} +\end{document} \ No newline at end of file diff --git a/homeworks/hw-8.org b/homeworks/hw-8.org index 92a380f..10c7dd8 100644 --- a/homeworks/hw-8.org +++ b/homeworks/hw-8.org @@ -1,4 +1,4 @@ -#+TITLE: Homework 7 +#+TITLE: Homework 8 #+AUTHOR: Elizabeth Hunt #+LATEX_HEADER: \notindent \notag \usepackage{amsmath} \usepackage[a4paper,margin=1in,portrait]{geometry} #+LATEX: \setlength\parindent{0pt} diff --git a/homeworks/hw-8.pdf b/homeworks/hw-8.pdf index 601a75b9530985f6047846089f02484c90bdbf49..c14bb2ea5e62cb04093b050381da5eb4a15102bb 100644 GIT binary patch delta 4996 zcmai&_ct33-2KI@z1k2e_8t|)h`kac2(kATdsL|zTUG55TANa}s}!~Otl26>(c09W zMZcf(obS)ibI!f**FEoZ|AJdlM_g7YGABo21SX2QzH|U+&7K?tWM#m2Q4`j!{|azlm##ETdGzUs#K>4~D<% zK}Ss+Th7OcXrultWfDU$TZIPa?|R2!eg4aWcE*{I7p0OP4aCkkl*&#_31NTO{S04q zDgTSKthg<|iJ3!Nzu&7?XH9k!I`JVZ9Ab5(`u+%vclgqO9G#ZTt6~n)93R~)KRIb& zS+5l;mp|NZy2JZswy;L#P+}+Ty!AUDasv~gJP25X+>mf#`Dq5$H?ao&3tvHs z!JF$yc(RpQl(!rG3w)Y6_i}j@OXdhNF^ChUigAAowcVZDyFKT3fdN z3c_@z`W#gm-(#Gdr(4J?<&2i`+&859xsFyy?b<&5{_bVPO=R9cs>yHVn|5vl=oD2N z7S<{)ziYhDm~pe8+T`7)Xe{LZ{J=x-lfsYDCHLm6jDDJ;^^A65M$PW5(XlrB{Br%`Vjl#A&TYe~f=UU4 z7t>2v7@ate-Q~TzC$KEu7(+t>u$z-A1)~zfcCI+!K#89H$Md9>>I$a83}M>^KEMD% zo8D;}J+`aAjqXX%K$paNK9>HBkf+Qc{Ar?J@;kMprr3{_k7z*ROG%uH;&YyU6txCW z?tK5n#M2LNt9f3JXomQocNw+6Re`#8<%jRC|Gq%q`L(s>O=DqhEk#LDU74~w?s5rx z6hzdt9H_Y>(XU@$mo4IaX}=yk#p;cExBNI5dDaww3-0I$-P*z) zUM=y~%=??}GZ;h4oNBW&6ikxr&CK z_sl4HRmnw`1J?XpS*Bpt+mLPpX<;ow?sPi!gz|orJ-=_}bFFu=MZhTYex;UI)cDQ< zuSlW5Ia8E_auN|Vd(PCrL33GiSJ!~tRm^l6|A>Ice%CH^G$beggz?Ofs?HuA)=v5&pV{WP<`*=mxv^&MR6hRizDsoo`Dq0d+y}g+C*%ZBWf&`Ykg9 z_5KYrX4fF(Ka*p2)A=x4=~0nPTgjUO4;D>6e?=B4C;gS=eUU zb#n5xVP|P0d;a0}(eQ6s7|)0QUN1g~L?tJD5IK&4?5TX#cD7=(8m=ZUb0FA|#h!^Y zilmA-ej}QR9dA==OEqKAbTRwykQkXUfKr4{Sq9|-l@MWX!Oph*wSh(a{frkS{M65W z^PAFs`+HC%%NL5!YE<2SC}K836^ z-!G}SRPmFyuVf#l)4KTqHVX>Xg46hkg9Y?%bsPzBnhyzZDOAhAh!ietFJ6^aLL${7 z(3YesXVBdn1_%|50np*OTUV!%uUhj%WTz;G0qKOtCTXNvbJi3kC}L!VXuA(V@iTT3 z|C@q^NDTx`jUYxcmgE5o87N!y%YBzoRC7{3VH(8{$OIRdLIh$t`L|>m5THIN&G`lcg!P z^|Kcx%AilI6b&j8iy0Y}^o^x{hhai4JCAzbmC}Ph>obMY^D5q@GkcsJoFFlwlOB0) z(j9`eP5Wano#9X)tGF+J`36oH-D2SM^dvIaMWU79Vf+H%JF-2|*v@aZarpC=bdu}( zAEUTCyHT%@{3yX=o5Sk_)Yy9z0}Y$5b!=ig9-jW*GQr6DrCr51EkR!6_^XBf%hdsy zv2on5JvXDy@qv)CpI93^ zrF6KUJr&W4ng{Nt6ld1aFr@w6; z12Ie;e8v{0Y(#f~7Z2p0R1dQc{ABiujM{rY1*BH)@ei6Q6dh@396lByR(DR<_`-o! z_5oI^V z^Lr$oHaaf?k6o<9SbwG!c9Tl46on8~e(g-|^AaOswsa;_4bR~3M+5Es1J551dXwE4voW66NJ<0p5D3p6~;B9;T#_WDx4B+ei$TG=G@A#)Lef`q8e~ zQ7->E%))CS#LKp$eUZ<%aUdF7>9%*Fyl~##-b~QP#5XHt#_eAuPOkqXh*R)JIO#pE zX&P$Ggnr_Vp0$%96kyiAH2Wmik!Mv6#N9FNGyI`O9CqHU9ogvFbl$>!H626lj%`Q-hxCA8@LAu0R1VxdQ@HC|ZG%)ZZ9yUnJqeCvRy z!&~uCq55Wt`|IO3m`g0=`21ArNx^MAa!JhMh$1>R84D!OUv^uwUuk04G8qdvKmM?{ z`1LTc!6}?|te_)S-`j3sI^~Bmwe+><_ZB+ZIcc; zS)eGC^~%RY!bKa_pm5c0N7ynS+r}W(>pSr2V0-O1v>b>YD zLqWAbP4=eB)J2=(rlilcsTL+LoQ3xs)b$Y_?@KRDT-ryzHIXtezSCkxyK+i3LH@co zc0#_LX_6R!6@00cPshY9iFSXQv{!uiD*LQ>`cdnv+m2MEi|M4xA?~_rbS=7P&EoT# zc+(nr9k@`>D^&#Bta-?OQ(i7&bdYd(Br|KCXkt=zx{${-&|ufMS=?a9FYsqzXUV6z zS42BR&Z!sZ3&QG2L_Ed}3 zRvybaaQ2>uLcwpLyovn-p#iU*g~F7Pp~39bB4wLVPWWFij3(>dR$Znz#65ds-mI> zk&slDQk7PR!evxsAQBK&Q3-Xpii)^26r#W;_kUKb$etjbyj=V-Y|@bbSqWI?0#TE` zj3h^s8Dbpj0&6C(wa|){Wgp|q(^GZe7Y|6y%+lo7Jxtatjgu{Ls_*un4T3;het(u) zPZ7(Y!^^G0`LI9N;fi}f1&1d5Z|`&YoJ!PQl0QUPX^_#{s|aa`xgwC7Ch2P98X@+Y zacNX#oI7gOYW&(A?J_&aDC~&Rx?Xz%NdlKXSDadgDIKC(Q%axZ*Lm=Ag76Oe=z2x+ z0!@fL?|X~RBqW4%(&d~#;2SLV41phZ%H=f~qKsm%@HYhfis*SIpO!1g5YY06d z0BFqpD??=KC9oE@WfXlK(jA4V7X=F07X$y{T^DxG6vw=I@|Tj#I!cA1-d@C1)3||8 zUD#HK-82ML{Y!KHAAnh?XArNRpVH%kz~ZGcsm;o3yk>~;Ya(p(sh6y2M1Fp^h(*2Z zgMB-mOP;7OkIFm#RV8UY2P5k2NY$j(dKu|;ie$er2mItlFmFzD#`sPp59*77;Z^i# z7|dOvA9s}ioA8320`r_WzBIs%kjp{MC$TV}v?@yh5?qzixs*?=RbUoNfH3|XSM;8o zc@3v4(KGFyB&>1A1|FT#s}ir^wH{%#PYB+-ttHvK09;V(kR^1VBneuy!_m^kBxf50 z{vgZB9XaGt%X`aK@PW6mHG0c;bwK&(Bz{FIm4ZXL#Jb_A?s|oJ<>VmnC>eyEJlrN| z{PwuAA~v;$%W!V17AC2tHhRW~?Dw%u=~Y)TKf}D!5NVDDtG^IZv(N|^HjS%8kfl-b wpG@n~Yj9|CyK?1I@Pat@u9#Pr%kK%!>BgdP;Wz**nFK_djGJ3s4^H;~0G4fSK>z>% delta 4869 zcmai1WmMA-qh`d0bdDOKgmjNFLAu!=P-&2sk}m0=#Hay+sDRXHr9ng-E!`z0jdZ6- zzyJ51`}y8;p8D{7e$IIcs=&pS;G`DNMRltugz$RdGUE%J`2I{v<%A&6G}@-su0RD| z5<(KLTUlV!0zmUBs3`?UY`GOhc(!cJ!!u(?3_8=9P3TR{neeGn$Yv>YUAb<*yDI4 z4{~`UEuVp(Cz!`2vmNkoCz|q@Qu7^{~EtzG$fWH*iU zj0qgs%3Jo@$v${QSu<rg^Je+~hHBOPgJz2fo9+_tEsGBoE(7J|HP1_X@XDFih%tL;X>M zSERO6m#QmQi;f3(ug|si6A$dy{WGq{L#=z)K?3NSAJH-UDp-zMS~0D*EUkCW7-u>j zFmR?X`2!miXX*%5P7!5PS7)PAQW1$)12)^SO(~4bdyV=({IBy;xUzj{`;RpR1Uq6j zJ020^6}nIr*wI001bkMo55<4*T`SS6j}ZRG6-Z~ZT-SVX+$gZKCL{{?VMM(|FUN;V zO_GNDfck7;F)ySEF38RW;ltD_9%*bbfJP*>ZB?2qih`PSIT8WN&u#T)A>QD$k3@BJ z9950LjY-?$i9xigQgOVGUkRvk5vw>dl3(0Yymb^aSuKlU`=U5xyJ8XoSuP|=8Wynd zB<{Y{C>|5m+oUd06ziq^6u`tcC zjvZ_=EJwkpZ7?JlQKp%7 zb7q6OlbAJ=Vu}t1OVs{NUQ_!Tko@#EBSl+hJ+n;O#Jgt6uD6%zVT%HA8}dYJ9U{}6 z+wkTjE@g4-%lz-nVaXwgj<8lfpzCPAFSj!OG}t8SX2THu^Y2t?Au?Pwc_m0J1ZT|t zMV68cRaAK^orBrxpSilQyYvsJ%g!k`lE#^Pir<7bn_5_84j8#Sf7*L;G26L2di=_> zgGkzkb@?@6K91_m!_5tRR$>?HipON5@z?9cIo3Fpq~_n=fqnsjfsLiiz(6Ku^AFB6 z(T1V2(!TrvR<;SBsP)T=AZjjRHrZaWch?mI!XMu73G${}*L-!zAK#dX|8DL!T|mAT zOy(_D)3kX~rDVE(nVis>H07drDQiZXbxdV@d2AElC2fh}6x>cJwz+h^y)vb{S849L zhcGgml_{_Do2vAaFftkf+J$_@%w&wZWwvZq<#4q-#%H*4VZUb#`3FUqiz}a4Gu+>X zEt*@Y=Vc2&J4^m;Z5@oi*x8+J8fs3+z}3r}rE(sGFeE-yUwXspVxuKgZ_Dpc^HVHi zEQ{^z}cH&`W(yp0P~EwMUdgYrJiacD72AUCq|wSbO;+RD><;?yoQv}?tyUT+wit@s!d2t5Wi}j~yWryPrQ;o%%2_W}3#a zjiD`M1H%pgMrRSw**N-W2@N*N!G<0lrfO?;#B7BZB@Y^g;A?Wut^InG=Zh1yi7XN| z&E(aIp&g7}?(kZXKFTE2sYkCsxU>|_QI%p2*WvJPutD}dIXOfYA(%RdSyAr zEJ?_!lZAsUEv7K~7|D+H8?qhqMwZ3(pIPge^8wLW=g3O*uxndi@IU~nqBj6rJ`fOJ z>XqHDwg&3XiUIyQW+W&2&en0d8ztP|i*k6J_3tbE2VmkJa zHm_L4vk#zJ$T6Yrew}=xSMrVk|I02+tT(TL!)8l9F74_R=FuCF_Y9doT z2QaZ8@EG`gNr-7DhsfHoAw5KeDHG6LMg0glqTNdtjcxCse@Xf;jgp2OK%59+1T3L{ zMGeZ`UrM7N?bS`4Z@llX-tU!)udc#i=%v6x{Poo`cBDLL1uq2wP-9mD$SyPrs<_FsBgpPzWTM1pPw~+o{$$novQl*(* zZ0sQ}!*TNWO{=crW)kkct5%!xU=pOrbUo^dE2Mu;?ha{xb=|+9#9s}BRYS`VtiDyc z9x_YrUaCT&)+%ip2CkoRs{-Pz2V>BF-3Qxefu^Sw>K}QMFTvnA^posh=2}B0y93N< zknmC6I6uNQ5M|IOiIYv=8@E`NlP_@EWl18#hk5>$F?>sH<^@`}$mR-s!V6X_(fv`} z0~XHU16L%G;Y#sxG=NAV!wH%kvf9#C3PUmNsRbYWzlQe+0`ba-zA6g84*J@$@Y){B z&Y`IfK+~604mvsbU$lDh3kV?ey7axUWCng%FO6uY*Wz`@crR?Y@%!q*H>A$umkiT( zry}(;EvZf;EgTQ?fv}-d=3+cKu+UPkJ{J2hT8K2zG}LlU01(mR(Z?DY8u%DV^{-#R z4I;Msq_7n(5!-!IRsY&fpHypw%ZG$T*LvtomUHXe6M}VNZL04HPD#JMYV4U7_;LO( z{%{ujAE2QBd|z8n$PMD`DYFUv7UAS6GY$PldIbDa&l-%Gye(3C-5KdepX>VOqLj{|hv>R90gW6IZ^F$#9QQ9oncp1#FZ zH#OTg17_t^sQg_G)9%38&CE19d&YlWGt_8KYbMp8w`|`EC)j-@-T8;nxnoF_7J|gx z0~*hgh-Az4=n>W=wyv#YG8KhfZWsBEME@wEb63-A@(piV7LFxyi;70{sjPGs>M=F= zc+Yk+WZq8fp9D>;h_y;TvmTIYf>d^;lUV9hmim58(QgC~|GTZZq}Ly3jdIXxIs|Z? zh-JiK!uQ;5$wMQ^gp&f&pg3&C%9r^s@Hohqx$2L87B~&;oCyy7&CWcoz`x($`i)Yy zteg)P+~dybPZo&`r@xhjG;=RAjc-wudkO@Xt4C-jZxM^V3B|L(g3s%K zjYqD1Vetr2n%^zWz{^LSmfk*mgh{}fo<-rFw_-KvsQgaQXtQ=l-kodC>Vg~a>XcUd z1*u-Rxi|~H^-j9Bpf4Snc5eCJA=Ht%g?CcMm_z2~TOILZ5tp9(SBqx$VOcvxBL<{x zLp~v6>S>NHf^jVv&0Hm#8Dl#Bp02zqc^(^dP*}X4XELi<2F>15rHkDfLSIQ`>A#Z3 zK8AyH{;IWCnVpPxoD!uS1DdUQ3Y1^k__!p*C6_aamB2aCBofa!^3UNgw+z1eP10wK z$Fr#WswQcp^OIi24H*9E!6~xUItz)U(n_YKg^w>O;n3m~H+QoUJm959WB8}2Fmrs@eRm=Kt}%CL^G0q;L+b+0sR$G>j@H!2&;5? zwbCI1bs_zREg?8zW| zkGAC5q9GvcA8J4&3 z$(=m1-9C-Is$6WmKHe#KT5rlJ9--#KEtjHZU95J;x?}TabnR$(G4$+^3K!h+(l>sf zG{V&j^4xB+qciK{z}+jPOjh;@%lY_4gKtj5(nnkRc{%=O;QG(R7xg7Dw?jP_*x3Tc#mE;6Kh$GElXz7EaLSN}308zNr)0lnTk*>CRx*m6uj#9%_&yu+Ox=yhx zjD(zB##o1tlMiQtYeBB7)9&q<3tK#SfLBjRfaYk-v#k692UDjC(Z|$QAL94x!xmdQLmr~WQ9Fs}F9uOdQXYlE0bSGnbOg}VlE9ov# z{>@XjhK#fz&z#MU+AQ79(cN- zt`G$TJ)&x&6r0;2u>Q5Nu5hX|;^9uIauCw)C2tmNUWNeoe@#RXX{}L||1+K;Pvyth zbg};YjW$Ofd#XZ@T%GvkNCRa?t=F1ZhN)^r=*biI=6@`=0j19ZzkcJLKxP$P*;~6M zI3|v73KkE~99QS($}B&^`jV|H?qC~%m+j6R*#fp-a++Gsx%J$uFY!2nJmutr(h8_c z%C7G~XURwA|9z9GS1BM1Jt?@TC>$XwsR&1^DN7>7B@k*-NL6J?F>xihw34EV9Ea@x zTX{|*f_mZR;N!?4Et-p2cU+nVUWWOO^w7Pt-^-T_fNOdG3j$toB!ZqEYtQJ!`U!7W`d)ngiEFb%7C3|Xqu=I1@%UaJ*lSs<3hlZS#UEiy@z zM(c+r;pjuof{|GLs|2nnyLWWTK?Vb_8EHBB)K*KU9mS*4G^`I5J5jMjVktj5lsgAv z;nnYcpgyJ1$8t$^e3+&tuTK3DT%Gj8=5f^=d6^DqN8c)i!o{`M!Rj2}@z?7Rh{q?q z#P3!vavsM7LtO<-@h<^F;j>maL4A6%ZtFaOKOJcJO=~HG|2af%t`%_)b&4N4V?{%G zj(A|H(8^9_hZjDmsKG;gMr19=5zG_AOOWi#QF2e^4zIe1!%aHIl8B~8!G=-e7?Kju zVz3uPt=92HU&7Nu@CE{i)`7b4fR@&4ohm(cK`js_ z^|jABe}rz2q>-v8mu+kcok^pCAJVvQPQ(o2MMJ#UaLsRA&Au8H-sn;F7Hv8~aNN-L zQQ=4X)Ggu8FU2tO=_CTFw@T0#;|M){ytvBOLXA$n?p6O#zQaY-s8r3wr|EX#}x8W4M-kRZhAr6*)ysVaZBcE}q_C$)tWn`Bg*y!5BzB9wJYRy*dS=6Mtv{dJ30UIDnd|%4 zOg+}{>o4ieZKs|)M9&lBBYrDzR{HgapN7r8Y|WDMT?PDCbYu(acOogzYuj#)u(2=M zJ!X{G*QmWG%!$|*35Cd)dhHM2tp#-LyCe_|&zOt+Rc^G?Z613)MU5>7*Peg!Zt5Xi z5mJSa-bI}}y6CGoSQ3)BO}rZovfs0jhgVPdYpPWY_C(CB12Evs$v_TLl_Tnsn6LLP6oq)xHNulzO>+3aMAA RAa)XQB!YySTUA$$ solve\_jacobi} in the LIZFCM API documentation. \section{Question Two} -\label{sec:org9786314} +\label{sec:org6121bef} We cannot just perform the Jacobi algorithm on a Leslie matrix since it is obviously not diagonally dominant - which is a requirement. It is certainly not always the case, but, if a Leslie matrix \(L\) is invertible, we can @@ -53,13 +53,13 @@ but with the con that \(k\) is given by some function on both the convergence cr nonzero entries in the matrix - which might end up worse in some cases than the LU decomp approach. \section{Question Three} -\label{sec:org0ea87d0} +\label{sec:org11282e6} See \texttt{UTEST(jacobi, gauss\_siedel\_solve)} in \texttt{test/jacobi.t.c} which runs the same unit test as \texttt{UTEST(jacobi, solve\_jacobi)} but using the \texttt{Jacobi / Gauss-Siedel -> gauss\_siedel\_solve} method as documented in the LIZFCM API reference. \section{Question Four, Five} -\label{sec:org8eea2ae} +\label{sec:org22b52a9} We produce the following operation counts (by hackily adding the operation count as the last element to the solution vector) and errors - the sum of each vector elements' absolute value away from 1.0 using the proceeding patch and unit test. diff --git a/homeworks/hw-9.org b/homeworks/hw-9.org new file mode 100644 index 0000000..de58d2a --- /dev/null +++ b/homeworks/hw-9.org @@ -0,0 +1,222 @@ +#+TITLE: Homework 9 +#+AUTHOR: Elizabeth Hunt +#+LATEX_HEADER: \notindent \notag \usepackage{amsmath} \usepackage[a4paper,margin=1in,portrait]{geometry} +#+LATEX: \setlength\parindent{0pt} +#+OPTIONS: toc:nil + +* Question One + +With a ~matrix_dimension~ set to 700, I consistently see about a 3x improvement in performance on my +10-thread machine. The serial implementation gives an average ~0.189s~ total runtime, while the below +parallel implementation runs in about ~0.066s~ after the cpu cache has filled on the first run. + +#+BEGIN_SRC c +#include +#include +#include +#include +#include + +#define matrix_dimension 700 + +int n = matrix_dimension; +float sum; + +int main() { + float A[n][n]; + float x0[n]; + float b[n]; + float x1[n]; + float res[n]; + + srand((unsigned int)(time(NULL))); + + // not worth parallellization - rand() is not thread-safe + for (int i = 0; i < n; i++) { + for (int j = 0; j < n; j++) { + A[i][j] = ((float)rand() / (float)(RAND_MAX) * 5.0); + } + x0[i] = ((float)rand() / (float)(RAND_MAX) * 5.0); + } + +#pragma omp parallel for private(sum) + for (int i = 0; i < n; i++) { + sum = 0.0; + for (int j = 0; j < n; j++) { + sum += fabs(A[i][j]); + } + A[i][i] += sum; + } + +#pragma omp parallel for private(sum) + for (int i = 0; i < n; i++) { + sum = 0.0; + for (int j = 0; j < n; j++) { + sum += A[i][j]; + } + b[i] = sum; + } + + float tol = 0.0001; + float error = 10.0 * tol; + int maxiter = 100; + int iter = 0; + + while (error > tol && iter < maxiter) { +#pragma omp parallel for + for (int i = 0; i < n; i++) { + float temp_sum = b[i]; + for (int j = 0; j < n; j++) { + temp_sum -= A[i][j] * x0[j]; + } + res[i] = temp_sum; + x1[i] = x0[i] + res[i] / A[i][i]; + } + + sum = 0.0; +#pragma omp parallel for reduction(+ : sum) + for (int i = 0; i < n; i++) { + float val = x1[i] - x0[i]; + sum += val * val; + } + error = sqrt(sum); + +#pragma omp parallel for + for (int i = 0; i < n; i++) { + x0[i] = x1[i]; + } + + iter++; + } + + for (int i = 0; i < n; i++) + printf("x[%d] = %6f \t res[%d] = %6f\n", i, x1[i], i, res[i]); + + return 0; +} + +#+END_SRC + +* Question Two + +I only see lowerings in performance (likely due to overhead) on my machine using OpenMP until +~matrix_dimension~ becomes quite large, about ~300~ in testing. At ~matrix_dimension=1000~, I see another +about 3x improvement in total runtime (including initialization & I/O which was untouched, so, even further +improvements could be made) on my 10-thread machine; from around ~0.174~ seconds to ~.052~. + +#+BEGIN_SRC c + #include + #include + #include + #include + + #ifdef _OPENMP + #include + #else + #define omp_get_num_threads() 0 + #define omp_set_num_threads(int) 0 + #define omp_get_thread_num() 0 + #endif + + #define matrix_dimension 1000 + + int n = matrix_dimension; + float ynrm; + + int main() { + float A[n][n]; + float v0[n]; + float v1[n]; + float y[n]; + // + // create a matrix + // + // not worth parallellization - rand() is not thread-safe + srand((unsigned int)(time(NULL))); + float a = 5.0; + for (int i = 0; i < n; i++) { + for (int j = 0; j < n; j++) { + A[i][j] = ((float)rand() / (float)(RAND_MAX)*a); + } + v0[i] = ((float)rand() / (float)(RAND_MAX)*a); + } + // + // modify the diagonal entries for diagonal dominance + // -------------------------------------------------- + // + for (int i = 0; i < n; i++) { + float sum = 0.0; + for (int j = 0; j < n; j++) { + sum = sum + fabs(A[i][j]); + } + A[i][i] = A[i][i] + sum; + } + // + // generate a vector of ones + // ------------------------- + // + for (int j = 0; j < n; j++) { + v0[j] = 1.0; + } + // + // power iteration test + // -------------------- + // + float tol = 0.0000001; + float error = 10.0 * tol; + float lam1, lam0; + int maxiter = 100; + int iter = 0; + + while (error > tol && iter < maxiter) { + #pragma omp parallel for + for (int i = 0; i < n; i++) { + y[i] = 0; + for (int j = 0; j < n; j++) { + y[i] = y[i] + A[i][j] * v0[j]; + } + } + + ynrm = 0.0; + #pragma omp parallel for reduction(+ : ynrm) + for (int i = 0; i < n; i++) { + ynrm += y[i] * y[i]; + } + ynrm = sqrt(ynrm); + + #pragma omp parallel for + for (int i = 0; i < n; i++) { + v1[i] = y[i] / ynrm; + } + + #pragma omp parallel for + for (int i = 0; i < n; i++) { + y[i] = 0.0; + for (int j = 0; j < n; j++) { + y[i] += A[i][j] * v1[j]; + } + } + + lam1 = 0.0; + #pragma omp parallel for reduction(+ : lam1) + for (int i = 0; i < n; i++) { + lam1 += v1[i] * y[i]; + } + + error = fabs(lam1 - lam0); + lam0 = lam1; + + #pragma omp parallel for + for (int i = 0; i < n; i++) { + v0[i] = v1[i]; + } + + iter++; + } + + printf("in %d iterations, eigenvalue = %f\n", iter, lam1); + } +#+END_SRC + +* Question Three +[[https://static.simponic.xyz/lizfcm.pdf]] diff --git a/homeworks/hw-9.pdf b/homeworks/hw-9.pdf new file mode 100644 index 0000000000000000000000000000000000000000..4753a3b572c58fb4b675be4bcf6d6602a7dfb264 GIT binary patch literal 53178 zcmb?@bwJcxxAxH8-9tCb&>_;@-Ab1Nk_u8oNjK6;m(qx|bfbWPgh+!RNJ$FJH=N_~ zp8KA;_tp2iKjshq+$;9l&wAFgH?x+U0ymgP5R-XqvUdg(EDQtzU9FrjZ{5P=RkL-m z_jCY)L3|+KA0H;Kg5!NpTX!I@!hK6mTRB^6R~uW*+qW@2Jl$8hxIur8;^z zXmvs~Qw&MD6>lBZ049?`$s-Ng;J!=xmA5WCl*6`RKA5|;bEs;}zGR2DhqIZ>6ff7yNqNJ(t?x zH2x0Vud)d-^0kBWlg|lpnXQE~QV|@(v-jqVrT|mk4P7ywy{t(M)4m2Ng}#e4Mkn7d zo;|JnC@5I`oiTHMLW7BsX~KhKYj=#b&{tQusLbGL6eCFr8Xtkm=<2`+;`d}2gDRm{ zp?kr~1m5#~nXeZ4I6r=D9y(M`mlMr$=5~J7;8qOe1R4UESFB4xY;W9p8j6YzaAV_< zd@`xTO>kd|c^18^T;dy^ui^L{Gi*llt+|;|BT2AbJTLSe8wLpXmccm)$NGr_ip@5G}Ld^ z0gm>;?p~w{TrJnHxr-#jMRY>V;yCM=0^sn3J7vr6ysX>ymxRtTsXW>l!eDg71_I2g_`k?;roup+ml zE5z8md$5RRkN8gHewoA`* z!=mq2Ew-QSA05;6%LS^U?q9jTy#HvZ=i&BdO^WQj7HHVKvFL3)M?BnonvZEk^o5j| zW?#c4lsWH?h3-#F{<|q5d?Np>B|?0{ zf0h#9zpo`z2Ij7FAY%VbL%9l*uyADY9t`6K<*fSKI~l^H>a*ykT1x3)nu&U7`Sr9lxiysw?ko$9Iu_QaA z_}$V(CV&RgSRZSkn+bfJkw-{6g}hy^uXQ&u7U}$qAv2C4^UR7V#dJM`9c59*Gtt-Y z4RwzJXcIj)rAOCmqnSG$+0vQYvbg{io&NquVxRi5!W60y$~5HL^0g0H2@vLdSGSXh z9-8lP8khu)z5i}OB&clPpnH9JXKG#B6o`{2_G*!`U-P4BdW+yPo=lachE|b(j&r$r zf+RHqb}t6h=~>5TpJ$V?T8NrE0YXPC1Obl|dz3A{eYDwF6SJ%N!s(eR6~1*+nx?aM zo|3=b@LbPa>dWA1;~VOHTGeU?5fO4Uy|yBxev^S+un{=uu~i(KyAHo^xw;Ev=7FQ2;IY36<} ze1}0YK|@9o-@pH{CxjRVKA6q=vR-!HbZ0Ac?JA{(<*$eT;P|axpj3B_N9D` z1csXTGANjh;nk$ zjy#@vAX^gg0tV87pBnEZKnlxg9i~&6)yw;E_&P9jO70h#c-3>0#6AQq4c0o|%Oh3T z;w7z9xvof6=&=Gl@wbkl-&efknD=7G)LJQ^5|~D}n7mgbHU3Hu)$Vf#Rpy<1GC;wn zHeq{A+sDS*Yi{27qIg##L+sy7zExZb@Y!5?Y1ZbYR)O`{77m(WC`1EkBJb#2ezAel1Pi z^HnAn+Z40ON=^B$TrXYS^PO;Rf zccN6T8Py~@u1^J8Gww{R1#m}d+eOkwXgu-mz!%75aE2J6YdF~=Y@z2*Zc$1gh~Z}> zwo0#XJ$XuqA9U!Fn}IS_S4ha=Gy70m}wvKD? zaz_=%c=*&=_kD&#mNbdtB=V6DOW~sSN2D4Ue5;Me; zq_^w*7@N3;n1_nqUJ`yiyn2E4+3=mU(D8zG-*7o+1)7Dju!=x}xw{^Sc6F&@ z9zy6Rx!JGiT_knrBN~wX5y`kAO1&h0$7vMB%*9oN%RAXAZ|=R)zN!r96sKNqu7#+g zw7fQ-c5fmJ0q+*2NnVt>0dw5W$yn}prwbn%K08P50vEI}oQ{xG4y+J`m;FdDeW-b_ zAAO(R*?P07!+C;E_I;#ste(ljX*9h=q5vzirG-~5*IvNNTSK!VH2M_7UeN0v><30^ ziJyr)u@-xi^uh4;2l0+b{$gWRbZJ~ykXNzkU@S3DfaIGq+v~5Fnr2X7L)q#5hBq@w z*!qlb62%XQzEbPscp>@kL+*DYg$QA>8^m_m6S|~fZod@pTm0w*k(-I?RM1r|qTAI> zKl+SR{wevnEM%3c@3qZY!$ou6rx%hZ&$ssi*)Uhf!Xa75Wlf511%a-4kE-2duc*7f zRoyX(Ik(KzXvP2Z$j#yUNNOaDI+(@E~F59US1|%`aS?CMZd`?%ng{x8TqiMC8;f{pPdTT@V(N6m|L{sycU2CJ; z*pPL)7{*PmX_CgGubOgNcLedfoBOf7w4ID3JN1e{Rr1KsSmUf8UBCD^b2gW^KDS1V zHqgaeGxq%vDK~4@MVuq$kpf@N2a=Zp_vc%KMi1~kt6${5rQ9v&0fs(p2b4i{zo6Wr zw#oj$0B}j*<)G+%;~_<|Z!INnV1@9l{jtn6(M5Basa+tlIq3(+O{RXk@`dXJRJQT& zdjabxk4yOyiyur)FOY=@Y(I;9#ZT1E*`)KbOzXV*V{U*I|J#RD&lXaedztFi71EUZ z>hdk-3hpCB5`=GmCYob>-Js~=h-WD=K^0N!`Za8*wDOQiw zKlj2OK{72Rk-;O6qqNxgXu`Y~-c5cWL&w0{6`#1iX_go@0BO;k|S_)xImj?T2-$9?!Sa znp?j>!MUh}xr6&UEw`r3xfYj^vTvtH;n@F=wnCPaO==D-V3+(8Ln#dps12prEw>D zkXMppY7kD4`TrSYu;{O&|Jb-1%wP-Ruy_IVhg$^Ayjo6A+0lbZ*6=4M@ztkhv?eoe zXU4BE3J49{RrGYgZeRa2EU}q|T)?Jh*j9!sd(4RAC*k9sTJx^r1%H(|4R4a&%8utw zblu9G?E4j`^Q&AM%^94VVP7S@@RGQRBOt6?AwGT`xBdHr_ zBduF9iZS0lb{CJzsI(h;SUj&4k~5>WCxzoTKy;3kj2IBNchiIYH`ev8VN_pDGV zEoGmYL@cgZ-TlGt0o~prDUlg5zqyF%Os~R8?SkXlDB*&GlIGk*#>O{jy>zS6hQah9 z$|En$Bse}1gy)lAPZWuGaojEtz8sA<&^ej0nzaLb4j|D+C*(=U&6m=XQbq`-jC)$} z0C|WwqMDY~XlTH9HDiZm_JP=Pgsz4Ng`3lv!)F;c7OoW=?9~UwT}hwZvlH)NGCLdk zwS3Ynj6TlB*-CmCULY}>l$veUzQjBc7#*r%r$O5lT&z?6LFAf*Vlqzr{ZUD1hopI_ z^nhDv$Cn0d`t`;)kj`FlrUd!uJz4(i@gt2X^&n%Jy;ARqhQl{#LR~H#C1FK4R{(ud zRa-btfpc(!MFoDjM9Rm5Z=8ZGO|0}`4dWwLwR$#yMCWf#L5z&M6EKomneNB+(Ml=k?#PeD&aAaiwi;skoz(_&Y*ltr5B&N zu!;AUg2>)X9_0^8QL44yZ_XvT$YV#uUk{|R6uz&_ugG};IKQs~f#VT)%p~{+G5HHy zhaddDu3ihI1*+E@d!+>eYlHX=l)!5oYkYhNQIu@yR5C?L9!=S|n!a_D#HclXlL%Td zyLi@)$t+(~W_F>0@D@|5JzAzdFIbu@tt49J3K|I2?sy}KjV+6HrFe`urf63A%nV`% z03Epcz*#*UE(8qzbs+Y0^#(VKuhsh7;xYeNyv@HXzU$vDK2hol3dP1gk;R&VLgTl? z0)MQ(RY@iY&iX~+Y*N8r-=sg+um6Yhb$+g22YPNLEuu4B)&Ep z!?tv&M7jfj@X%rfkg$YCgcpP?o_+>kN+&=bkWv6ihnI=OvdrlvQOAtxZ6hNwMp!)R zSl=Eb89)I%a#!X3r?G+{IL3f_-_K2QqoCMIwG5pcX7*9bU1fP>M%!lJ)ifc|d-euaRF8V-e78weT)FwlZPlOgEg z7kE;^G;$y)fH3A8P%6&y42|JBgxU~~VHb+D0K{XMS>~!HHzIxcl}?RUf*J!C=RxCS zU{Lr}Ao@4}OF2QeBX9Ue8pItxAcErpc;pZ0*AMHzyFd>F))^Dj`Lp2sne(zt|Fvar zQl5CE>6?Tyk-L?}7MGmQ~&Yc z*iI6{$lz{Hve*Xz)&pq@T7$C=wHG+)g#AwSyWf!s>(9H>@Soy?ALgcqWHuqBKiF5G z@q2^E^73;J{T=1RTgp#y9lu+rzUc32Xo|yg4muwEhep zSPLLcBwH=#&XbnRnikL)9Ep(Dj;58Oy7=BOudq}gRdtcQ!x&-Up>~9j9w=h{&{NyO zqS_J=ELKiyA3(Djo0@fzkDBA}z`HXOhx2oD?y{0HZTfbN)} zfB{HI2PB~Pry&9;m{e@!869gs(-2!7mVrTp|8jDKn_ci=j)!BS)|frx!Q4SRlN^9n zLoK0b=+IecGPEBWe?=!t(=8b;86!1t83GNtdIH6}raN2I>bL0ptI&=MaJj>Y5ge2w z`qu{goiiPopigQ}i@rDEMFN%*6{(S+Cph>D|o3TM6WFo@895RLzvg8}~* zz^V^c1SvGCLogDMCDTO!OlzI6@?VWc1gtm)=Htp;A`t{yATy?)A@F@gE3;eSOE=$5Iuo?o%06u7Nk3x931@!AU^k)sciI7cMg4KZjfUN`iTFBob zgd!`;Zpt#o=WCSzygSVihxD&P-D{&?p0$jL9&?5VRka>YDBh{>inb(8 zKb_Eb*-;P=FwsVzBNrPZlWY{B`lqo%@bC&4{GXIMfj??p!{2HhqilrQztp<)|E1Pd z-;}uLzQBV$Ne)0XI05lNCSpU#k5~cUsp!I4K0K%a`u$y1tp$QDzd;Yg_XF4q!AdoM z#D7)l8d#-%5=`;m^DLM??Z4xCsN^-w1T>0}o*%V9UW_dn&Z^;|ga71w5zqpmGI*fq zdV~?nR?6@&^5>R9f)hpcI7HKi2a{DL%{m8SR2Pxh-WKg`z0lIp%N#1&BVKxGF;KLZ zkMCS+fj_*ym2c7A@lLBBxVZnk^BO>J_ReB42rFcyxWKJqXo`hzLcO|4$o;kWlcE-K7Z!o6IzxnO!VnvY?t>&`N3Z_-oz`OUj?nIv)*^&06CErMkYZvZJ0^&C~8>n0X~+mN0&&{6t z#w!HlmWXF?{0RrE@cl+E`NRC#1Hwlci`0>GUuAs61DMU_;=+0QRGtBaP>(nQlZ{UX;rfO}{9}O=<4=wm!N|R(=pOv3PJzt12 z3%Zwo1)Y;@s8iVYu3d2uziy_=pI9X&rQN09@|tvfl5H1TfK9kQC_{}|-$=x8w61L} zc|~=JUOn7Rz6&l~2nO3ae&6Qr4>$~@XA<|pACC&!)wjE2z(w6fq z2zw^sX^=C?N==hlcAQ`envQ*JvyNmvPOJ(X|H45_VA21eEk(2<(*0R)i0~HyJt*Lx zAW$vlrv1+UUqK*@HoyjIEd~LhbR8;u0RcfzY_2a6a{SO4X6ddwG-v^dmuS}(%DegZI@i7!C3<6!k>J(D?B@zo1G6OU~z9aQP(Sn#@-8()z9?Q98 zkkSbqFo{Bq?^-$m8=5d61~SHD*>y|A0qQ)nBDBISK0j9CDU)r)nH|NyE9HlLkaLOF zSS3vlz`#)&=#bsQ@m{+e-I>RK~<6a4mekP`&fLP{43Bl29$71xV1QgKlsclC^=T;- z57`0{VaW>m14pEUIl2DR8eur#jSuwe;H_c|eABC=j1fe42sA<7VwfS_(@H=G2eTtr zaP_Ega}%SW(2HisadEXlz7jO(;eRj>BiA(@2|4GV+H@(>F5wXMZB!LZE5_wX@Mtp} zb;3;+y`Zn9cZ+-ZLf6JJ-eC9`J7du`IfN@W@tWG2T#E@ICBj8ZONOGzS4w+ufbF&k zS@p^OD#`s_iu=5RJSERoCO-72O0cLG%oNe~^s%{$60ygg#+W9)PF>^fzv~R@q8s(j ze`c{&`N_^>Csd?^EEGR75{_fw!9vkr&t=;Im}5Z1eFwy7%iOe`4-wx#HSyHSg_TwoA%8Q`Y81`;rfLUV z!uX+5_Me-i6y;GU>$qqV;xMSP+nN?O>1vdGu4koSw251!nLP(#%0#I-l}QC8McaoiD&nO2d!>J7ZeZ+8!loO&v1UWn^^jmVLo#*ivhA&_8n9kE(AUiwfKSUJROD%2DS zkU4Q9IZ~((ClKyya+H%mU!OCOT5MTjxgPh0dBX7mJPi9AT}aMY8zv$c8?ZEhgJ$f9 ze1teBUKSV~EV+aetbw}%>vN;tZWiR6F`(gA($K6~@f!DZb`suJnJdg|SorM4p3gF6 zT}$Ki%8_anq2hQj!h}X*cE>F}*Es2wL-FlcmW=VON1yU2-YOCoP`u|Tc8DEJ*Wm#G zZQlaYXCrwBi5ZZPd6uHdCSH01rw=E}$;&IhJ^Y-rUtsXvL34}Ob*qI>7I^gNIo)@e z62!8kSyU_aRF^4e>qe3A>Fz?29|j%6=5_aE5dZVCh^6kT+e=KHDD4PLq&aZVlQ0}~ z3KstLeX}t1N1Y8@#$ZQ$zlNTH_1Vsn=oMxUx(mI7Exm!0W1d3}HMim*L4z6rUtD<5 z5>Dtc=e00P4$lU0a&aU}vQE;3@hVPiBDpRf)zkMR9??#keYqy83bw-E8YOv44|kIU z%7bw;R~YAlRVo==(!azkRCRBQ2jN~1k+y1AT{UZl(jp3*$jn6OGuf#dBgu`BNDW{E z5Ki;o<)H6;vO5gsj28DpFf>evfs-e2up{4Z@QBW1H7;FJ*Z?g?R3_f@&@-$? z#3H#PwL>Xy3vYIj!!)t_SnDuPrl;~7$-w6hc61(?<6I6zI@P_N(ilh|680f`38!i% zg5sr}uK|Q&2*5PO(Vm`9RQJXu%RklV@NR$BDHry7BwqFsxA77BeeqZO{EzJ~7Mq=% z*YC|PJgRKg$gK4HkoRTU>r=|x%*a}Au^hb(Zciu8mmT7r)xp{rO*XR|TyJ`7O+*&r zhF46ZI4{w3z6BD(@gN+$$@kaAh+p6;z2YS_dZe(!?xt8V3yXH0AtvBp22LprGbAEn zaA3-zn7SYYKg}puXW1cW_{b3Dv+8VV_szKW`L54Z@78fD&#{@N*e>s@y>AuC4=v3O zPwe}Lz8DyU)N8&}ecWGP-`y4v;OAUuF7c7A?w-HhyJ+lt@^eU~&Mahh6b>T_!1Uc9 zhdy`e?!4+}n4GLL_0)Et5#>-u^GmuOWne9ii;_lar!%Z8xjkIxI9+jbjvbduS4h%q4UyaNi_yFj$9{hvQ7BfNdTDGeRBRSPUD=)` z9`feC!#%5)BP+2@p+OnE8r<7GCPExFr4$5+2e=Pjr(~)ieN#%r1Uq3MlZ#Zo?vp4O?_iSpDy`j^HcYWGkv^)%F|21A`)=X8+N(M` ziT0SXJbT{T|v*yRWpr9uqn~!^dIPDqX+3+QjG2*bXKD8{d^#pirguT?MD1Th@KaYu2@Eef-_6xOb(9=AQW zu%FGCJ?Qo=;l^=P86}cT0H&n&o1RD@QxVn=Wvz!lCTQV5knmPSucL~!g`vOMUGXsaUat$nUdgI?-c+=}cr`xG$1p6|jr&Lv*a`4TErGA_&|HSp#j6Iy)t0uWb zr0*NCPh8mflT*6UyFS@zw$~4PYtdFSKDA}sCh_Q089SFJx@71+vyzZT`#?UAL$_(! zqZB}No>_aKfTLo9rU%RnY!ND+}P3=DmX(k z$6IkVB9;8K-T!?v`fPL|)qCZ2^Ot)66t@?pq<~lQKqJ%qxpJXcRNf|!4_m9n~?hj46$1CRM&80gRM-;T&pY0k9hg!QqKNxHwLZ+(Ll#>p8gST>W)zStCB&oAO;AO-RZGeYXvulB)VAFy;7p_%GolqCRXA(5{63oBH7DR%d`Eq30+bA z1MAL-bhgIH(N3w`*OK5Z&)c%G;3{R1a!t$q*eTgl(uRFx$F$f6I7Y*R(ft2`5D3kRNcO+>lJ&pPZsb%R|9&&2Q^EGr z8C?hZIUXCb4C2c;Vhbo;X~i`Z4ZDk04g|u(%)c2QU_&kCkg|i6{+b31lo(6HF$@ku z2E+KYU)?ZM@4z>GHOd%0G0Xc0$Qy{wT)7tV!Rd`*kp`rFFdjx=Zku+rV26N>J7yK1 zzM*$a;MvTy{eHvG`|}Aeg=ihC7~wU z83N?vw;4nY9G(N5i|Bj8aO{SIYr%Z{ziju<;)r5J#Q2jkgcZmC&ZGWHb=-yqT3EnJ zUI=7aGQ0E%5q3;>+D!$7B7qQkU^NgUl>EoAdUwS>6^>+@9SS^zLQ&C; z@ra+gTA*<(OLkm`K+zH|0ikF!bO3q|(cJ3mcnSP#s6AdN6gq`OAA=kzWz+Ph9)YMl z;uMa-aF8Te@YgA_-oZb5T9mOG!W%g;QDciGNd+P}*c9EwI3m@=gw4b?uHmMo#U|%_ zn{ST0)N$+jdCk$5yL6_zu{h(4Evx-FA+H=K%uTANxKoh(aZZeedM>K(`oBb#f2pYFxs>aAh#;Q)z|Y;+J9a8Ma|A2GO|RV*?*!agHPnS zBZX3To5D#v!3T&COHQxcok*Oz@TqINBV$5BJFn!+;SgkK6FP` z-HNI2)^J9Z4%6oCV0Nh#OUEq@n3q$8);CjJh&sCSEu^ba6#Ae`&g#5PzcttO*_1L} z*Dr0$EFv!MbKQbw$?4XcEzK+2?TOZ6;R{rSvUo!{DFg=!^6~xpj)Ad;DoD~WXGz|7 z1C2^_jbf!Qyl3v=z-N3UFU5(aOv0@zS1*Wgmn(rxbO4KM23^!8yUoM;UgCyz2IL%i zT(EqcPILF5x5!%3ZttwAP|&AJx4)p?q|(78(cflo@Y7cIeZkGwA5O_?-+!m#8GL(I zX7f7NsSmW9i|T%k-64ltK491(wMK3s#{?uQ*ucq0NDj(Z$cs1M6v7pjdU~mp8PrgB z{@VG_bJJ5))3|(tw52k#vVQ8}&eK;l_KQt>i%=A**%x7-ZPQuiin2A;UnH~iK`(?$ z=A&poqggzUUxec{I9L+=8-v|fZ^4*|(%2|tla8&BWFirMz6gV^=3w2QRpy}EMkZ^WnrHaJpJT&qN_khQMPv@?Waa$|T20|(^s{RY9R9tT$GvA_>ov?56F`e^Zx zCpR!axW$3Q$Pg5^1iQ5H$^?@G(>u^*Mc+Mz+H#nfel?3LVzht1Eu%l>%h3x}ZqEvP z?O`nLg4>EdY3ot75BQnC8_rG=(t0)}Jy7M&Yk&VPzKRSZ>-)V}!iEd-SC5i>Ul?JR zq-R_K`T5u4!V26AWfcTKF;Zeyfbu|c8jN(tS4(Px!APy;osq_9>Bl@xQ8qm>82uYr z4eQch2bwWf>F&#fwAMX+%vEke^=SBAoCR3*an&B@hU+D%yY8??076ZkD=VBVfrkuX z(xhJnP(OhLOehPJ%W8oHf2fdz&@d63!tsA9`cSMr;OWH@{w9a%=y(S}KEz=ngbin* zl7Jp4T`qwI#>6ON7)%#V9%#Xe3kpF$!Nb19JA?G#ougsz0MQ^A8&D_=QNrK`r7jf7 zW*P~V$569UiU*K1V~!8UUU-17CfMZA&3OWFR*Nd8|H@&8?yc}zzR zrL#DLhMYr@xNNTQ6o7+gArOE3giEEuTj}*^NrB|sbg(hC{U!7b3|`?=Ta+rogwm2| zNte(pNbLv|2Bm*Al=s{`;T^v4aN=+9=ReK;Lw#Va`U7752kL`kD8&v`_!7FP1rtQG zU?keY!~>T>2rAbW7J(fd04BVS0ZHsjsoHSJ8-&z)>jZl#=5>ew$Kaw?h(ayh8AO3k z@-j%_Mz)~9cPSa9F)a*KdJNq7p~F3*Ga!Q#Y=E`iWce2UlKCAPJCn60-@9I2KOiq_g! zO@wD|W-LZYDQv~r`AT-4V$UA3g&z^fv-Q=lj0&(~@X5$lCqT`ys(e&d zXe1c>LDCYUq|UtGEjTWL13rI;DL9WV$ESmpbTM%ngl4NP4ILmJV1a?Q-~OOFvA5Kct#)aXUYp)#e5 z0a=Cy0Kt(F>B9Ug@`vb_oI1UU9+Q2+oiGXD+tak8)n0a6y)o@XUD1MM6lZt8o?7yW zn2qn_3rIZoChu`zO_IsRHMbXTmZUwN9Dcz+q+RuyrDTWn3(2edIHq>q_A_e^09ftWx#UnP_PCoeoFa&i#v;UH4+pyP0L zQPAXL=+nh($=(9ergWG3%F&YGYXqL51fQe!*=9Um8baOJc>lI&6xwB;HuyRzfYWc2 zBp=9^&m5e;T_k@uJVANd&EdlYr1Bd0Xc(TW;2~3i-zP7sk*#2w)xRXT*8eJB?fVt^ z>INz*>IoA52wv}@)P20(V>B3)ptG<*UGW88<8^OB8leDL8p)(~gua_=Af->1B(<pfVCb6Wc-&xHPYJ#&^dPo z6FLMS$5WJ3KO|8~v}n|9ZrQu$YB~DCxpv_&cnca~#9dtN<2Hu|$yuD9#n~Gd)%4>I<61Oup#pJyh}- zE#J_4p&xx7Paj>*70zyz&JfOy#7}mOHaFlo|DMqwDQEK`98nb*HctBoRlvvp>wTX3 z7_9ojxLFHD8U~-iA@2al2_ZALWz-~TB(@UBOG<65MpnBe>6QuYI&GeH_;$>$RPTf5 zp5A_G(DJF3yy9$*OftRH`qq+ni19{F;1XL2uiLndF5`QpFUKX7Dg3{yl~f(kUR~JA zqFivdk)*t_ZedoU08rv4fZ{>caXMDvYM&Pbmpf4$!i&+!G7)rE8Ae#lcx`|kyk!KT zJKuKoST*vGECpmw52N?a!+@|9*Us`tA>v5y}!XG1Cnj zipM|-T3R4hAqK<{#%2vTdY@hAvn-NLAO3D#7eVGwQ>VfMMV~wq8 z=NI=`fyKtrj9J8-eNbs{Hni|VdeU2=OPE@sFnKqLae|$W0XIIS=w-?Wj-t!2vcR6F zWNe{kpCRutxF2xi>?6M+<-j*m!N&?iY#PI&d0?_+Lb+t@v}6dZP60NsC1ACIaxaz@ zNeJ1D&y%e>?(WX>;*W6@(6k|lojte%&na*qFdyv2#9!Tw6>n>zV22XwQX+Aez;|?U z-rTHgN|I11jZWe&<39ZD1LB>Kgw;izpv@W-G!Mot@5$NgruaD%wIHk#2 z&=6GiUBX*dyzBJwPpU>wf_xx$@@>SU+5HYtC^!9Z=H-`ULIGV9R$|xc^dwCBAiEv9 zpauZ6W0e1Ni3uh{S~lI!_3x1ud|-o;v5vJ%zD^uee%5+bY?r^N7Wx7|z(KMs_|`t6 z>nlzKK0^~W=M59;SvF{SUZED#lnF#tX7EWaB_Nxmu?LM-+Y_#*;J{@*!Cz zOtQKYI8u5by+Z*~c?)x;7TG2$L3#{+NWob|ZytasR3o_MhlZhTF<3<&zwzdvShVHi zph|3)H_tw^VYMim{Zz>l<^0!9={!V%IEZ49Dt0bC-QZ3m8z zV`y2~Z3^gYd*vGwoEK#(xh32MFdiex_z&RH&-b82mYRVOH}IMR$L!BOW)slsDU{Bl zE0Znlgp5kh$PO|U_#DW|lLn6<`zx(5R!2%>-hJ)2=9+Ui1kPmzFbEFZ28;Z9@}-Xc z;CgR#qN2eb2n(T1lrN-W{{D7^Z$0(R+YwgU_7QFb6C$9h^mQoClMpvG+OWw}c5F7v z@wfeqsP5m`qQ0cdC$tBb<#0yY>&Ky8rsI=mi^YcHcasvCc3daJ%a*iiPtmMzIMyG6tEF zmNt+>3HE3N>88Wu6p3I}GK25~a(2St4U(gycAxk6-}0LBG%eRfWo3RKyVMz{n)0Yw z^J?*YcGqz}F>tAwIk3R?aDh9pHSp`8>t1Ce!<*IqsA1M^?-(l-L^weCWrHHtK=Qud9 zn(sFzBrqA6O3zINyAi?dP^J4IjP|xf+rN77%mTCX#h-FxXWsd96Q7hIUXTS5XyNl zQNrKpFd9!0Bi?Efr4Wt4hKLQ&L=Y>+?CNkQ^Ei|hDU;DM?ru<)QBNAT>p5EEx6m4R zUWEfTerGO`lK>k8!!8@Ty0Ntu1!^tgIZTj7hplLF{$K~RwX{DkjcI-<`9?%dHx<2aM z;OKhfG)q|k*BV!3C2{(tbsW*{Fi%FB2Oh=#TaWStSYKJwB$#A8);Z6lJKfCCYc_tM z#Ifo>&i~E>4(DYF*iYFJ*5VK=NC9I0{k1G zUgAbK03r@sCc?xdJHQajCL3Er?eVN283BG?1ENUNppfKbDGp~jVlgb9Km)*rn*ALa zs7}36WT{U|S37tEH~o^uq9n9(X4DsZ`?&AEJJrA6W~$vQbc@5Bv&J$K_xa>-2u~VC zAWN2wP9kOuxQm!51-)?<*;sLQm~6S5365AF4C_z-QIdc1W4|De7tjG|RRgSK zu~2@ngQ~!HfB}R^mcK6J7{Tu11fl;gcL*uMeZ!$RAftD{?!RuHn?9p>1TP5ij?>?$ zg#6$se%NwB`eTB81~+VV-Cu0=&1*77lz)FsM*ZeS)yluzsQUYBGKfg{)IkI>7WoJY zAlOZACh-W15F$TdFq+0d5ITm4B?1HXk{m*W5`X|Nq7Hjhfsb4ERie@G{=8D5t%FdK zBSmKHBW~-zUJ{^@=Y}KP0K>GZ|A-LyHzdG6BcwGZ2zyAUUhgMiEdaY`tLss!_w$-? z-XBjQz((bNe-fcHL3L4{eom_s_{Wv*@VsZsfk@cX`~x6-yd__}Ad4%63?%Fa1CN4g zAT^LCNCqSa5(|lkpq0)A=LOM2AV02yZTN9}zzHa9;`tBremu`==aEzZ%AC`bH z<^l_apXdjj{;#r&^z{E(lm_9jzIj-LoID*020$*MNK%J%tFV`5`slDpu(5aW$ZcTi z8a&V>fSHOsC~Aj-9AYDp{t_t}+ObAQUJgjcCQkOkhC-I;FfoXq%pK#E+c_ix`=RzQ z$wv1zl+GsUN5CX{gD&6&3=Vh0FYxQCJagD6_6HUrC3TzU#I5DcRmL5a$4A=4_(Scv zEX5thHkav-_}o!`EUkKmHGxx?nhZKv*=r8;tLATk!d|y}PQ9f@_qi>S2h*H-`@7lg zL56fu@p3a$iGs3y$fv~) z=ss()GbC-PNX5aA`}KbMrK+jRhwiJMm|$BFmXI`A{q0T0v#m{o#en*GcCZtX%i(Y+3pf*S#xL z^?PTQCKeo!J5S1porK&x%`yg7bkamDXRsObKkrxUw7-pdg>*TMhfIT zygL!#R=?Mvldo(0j= z@2SLl>zk*($9MA=zi8ofF1dGQQFY7e)ieNvU@W`JBH-B1t+_g#b0)SwA8|Kt`$+Lt zxI#JIF*e&i^+1?L9&Wbmu8h4Fs$F0n1rtOw!PAO*rmH8Wlrlm@kAQ&6`0?EvhMdE_ z3DBlJ)*lbF= zTR@~ly1PL@q`SjFL>eSiKu|)uyQHPNR3sD>*mrG?p8xyL+0Xst-UnC@x!ChvYt1?4 z`;IYQ9^6oUS24|zJwt=L%g?kd}l zS0Li+)b4g_J4~(FKR&R#h%t-vi1VWnq&=nA_r1Lgxa}5zTjE~lVl+_y3Ey@;Qobh*A z2oggA;uMq`!w7CZJb(VSV$JE{1fyC%{nS}ZqxGTb(f2y>i=5$)O=bT6n=M-BTjHSO zU7zoo=T42~L$>cQ$6q$QnV(Ro9_rem)K}8i|MIBp{W-z@+ZN3;w7duD*@&Ww0D(fT zz<7p2$Dx%vz>11)aU1&g^L3l?A4JCV>woZofm$)p(Fu>~RB4dLFevsy@{aLv_oP}# zSEcwm_vvIOrArUnJeJ^-i5LeM7Ai{EM~NgH*YVa(KhBM2rP;lwk;W<%4v z5zeN?6r8_`gx>i}`hAfeiD+*Ru$cb!h(fNAbAv)Bp#1umId0R6@^#_{>^z==jd0S}+SJDR!uWt!UC8yA~sVIK#VUmeH7tqz<(l z!7|H80Y3mfr3TAGrR^ebU1vRqA*EZK!I0!DL6%=JSO$L$H%vMR4Z-DxB7n2dE70D& z$A;Aa_l}mYPK8 z8Z>f0`C|qslbo<@Ge~M^KsqRrER5tulD^WX^758ImKVrl|dWyX7`BiC{@0xqT za`s3bdir|x<9B-^E@_h`p(Q?<)hfGhQn%lU6TOfK)K$-Z=M-c9#NsZrk+_4^eg1`Y zB1b7p27PRXHkA7a%w5PKC%nQFibb=-u5dq*(sQm5i#?+xJ&orO?}XX&ad}D5tR=ol z=Mj$Fx%rdDj*RVdyB*UnK;r7-hjKn;(Fcb`VK0pYNYY2FxAUk1M@07A5vO+VdW;eIDgD**t6b1byyeX3uuatq zdyOAq&Wiq&T?L2tB!Nk7?88Jn-u8{4>qAX!+0cg=BZ9%jG+=tpqm)T4LfY5rpWUuy z=<{eFj*CLUqP4D^;zTsz<8qg6vN6T3uID z*L8>ETwW;e&^|zSyt>E!Cc#vm`W~YD76I_*zk-ixBcRy5WRisA%RZKrJw)+$me>V& z-adq09)zrbYJfDeAjzjmrImcE;F{X*aVe%K_QF0@D&uL|GNrP$$*aqD>hDNrF#>~p13-Y`_cPQyGKf_5Iu>!{ct9rR`{ zrsVcRS|>E$xL2tAwA%#5Wt3+4Zm0uDqKYq^8g&YNtk2%*Jv}o!yKz|J|7C)*RHyE% zg@?(_jjG-tZ9Uv#ZB~?c(YiW!6zQ;JmLnwmr@o|!LWE#v0J-t!H`4Q@%T%`ljF^w_ zrc3ewnpc%goL5M(8TQ`>hL9VxfK75mHKF&UnYrU(tW?m&S><-iTBb+WgZ4W^llzk+ zA^e;ceLmASh3<23j;RfCZI|>Elu>3UZqjUfNLtAG4{)|`XOu$Z8j(q{z+F+c&W_7!&3{KE~Hi+6*cVqVIK6U`%%GW5(|j#=OpcR5E$UY`GL- zG`F*1>K2^Jm!VUgBfKLbIe;i4h#>e?Zkizp;HDu&gXe8QsU*=r_P^t0UIgkH@^2ER ze03THV1_VCW%oqZ$o5{PD*JRm=fM8P+fYSlK`=vU6qDF^q8*Jzto8w4&b#Vo6J$TJ zVsEI#SPWQ__J)6Z-;S;jB$`9mnM_7q-C?DSv_y(qoSHQ%C<@cEm+-cBJWZ33tr;nE zK>iFmLuq*CvTo|d>Bv2WQ8}@escO^poxrA0{b&EhI{s&Um-VMvP1{C(+hMdX8o;^) z(a*(p%b>drei8YowkOE>BmM}Q4MCs?z%~CBoa(%Xn&EUL^nG40wmCCX>8-}#qDo59 zJNpEGbF@ZpI?!?hB_|Od!d?4YZhX{IwQ98iLfaYfBpP*=B7@V{7bs?LJ6NYzd=eDi zrNP4BQlS46n2_O8LMk`W3M_X7~7xT3UUF>9Z?Lhae z4h&HkOC@rw7!zUFYj7;yF2^FBGiBXdSbVS^$<)K?I=UFN9Zh#H`L0y!$nUpcDV|3uX3h%A== z5>AG6b$IyIvjOIANTDzaCb4uY^t5;{hNrM#+K zD{z7tJ{quZ&l=Cq$cC9i#jP(994&?DWx zH48OKxGh&peK9NJ;q$}hUBcNL-@hxUEEZzBPb{>P8yTY5_-_{j$li(r z2j~VkOHNw{EtE-j>=b2|Zyl`ks$z1q_lMqD@*d&B!0!!MzpIyN#JiG9$`rk9w-x|RGw;AiAy=5PU z0ciff_U%DP%7JEqEiD&^NQW5c8;f}HQWO+H(BK}xD=r8i3eu+pCHK&U#aW??0V+X) zV^|P4?Uz40owXYdqN|Po5<*1&JSz)`;jr7x06!9U!Z$~lgJ?%z7WKBQa`h_0a?-*? zO7g?;2=gpH`6(5*!@G{~p9w@5~bzoAB>z9VTMdYd9{>t3wJH&#_o zeky!Rew>uvHMJ%a7bX5}hpxx!U3dF05)a~+8<1+h5G$h#x+#HPbdiQ((?&AS$u5(P z`G)p|4G_z`@Wl4I)VTfK#_ zLk(jFIWMASnnBG|1U)Y#y~Bt~=-IR1A=7HHYdp9fpEY5VbSu_0!i_Hm;d&fS!o-4YY8-0#%(sZ7THKf0Lk9bj&q-OgIBCGs&L}G zmv<`mJGo!X{0AQOyRJUasJtQS1=DpGWLZaEOS#Xd&4t&Nf`-m=k_M!_OpF{)Yd39|dU9(;z#-p-?gQke!%VnSNC1 zy;7Z0?Llm(_fS>Eh@w-Ih0p0GotQ5z6SZe{c53`5oR8_kSPxQeT3`3fc%D6(EilyE zPE2G2mmES;Lr6QP$8h4eftvn0D$@TL;@!k z3xp{DZ7xYc<@R4y?&(tdbSJRZi*^_RUEmqa_k`eQ_lDF!_A?k?pzTHb30^oQ;C*YU zYLduFLJwcey zGvvnsF%@Pt>9}kaq1SpIY52Q-*}J53PxBk|2Z&bsYB2p0yE<#qVcAbt+_fKPy0;QM zjthP9xS8wxmWh4(R{^?=VY-Y7E1^t%s|5j;+q{0?n_(=_yMr^SclO_}?}hE4t!}+@ z-%qWzrL<(yj9w4k+8|H%sc1a7_Z&MotCZFkD^$QsSvE-|9KCzVi_m$z*gINx&3nFo z$!%icROaKn{1~IhCX2mBs_ap@8rqTJhYTJv5q(743BWP)U$KD*LjD{N{J#2^QZ^w# z%69uNX%|0S%C_+zQZ`0JQnvqXNsSVQ3Igdlg+y}ZoM50rQ6NylDo`bW3otI^AdEVR zu_7VBwyAv|DViYIon{po{XW1%KlRC3y$HekO$oSn`=$_rSpi|AldDMfelM4oijkiM}te)C}jVqD~-B3d~f(q4I7*UAuy72xiX}(jSHG*Z$zWKWNkTL#Y4T1n$nCW#PI-WYm5R_3^nDUXbjq;S(|6| zdiF28EhlYWz0_sTdJWmU+Y}#9;2bZ7Pm&LU330ezUm-RvYLS17=oUZ#9{I0Q+y$!e z?OLS3G=Pemx&E5017IWF|KQNkDgDX}y;TFBfpi?8uel|E)2Khu`i>lc)V)iET5pA! z@S;_y@F6t74WIf#N@DH{ZRIl07v{`wwf6?@VM*L_@Rh`XJ^6^Svsq9sB3LkN4fM!c zda^lnf9$;fwuUmniKw}!+-dOckE+*g^#=O7J>o1p9E4(4m^f^4^NLY4sOw`r=I=-2 zigU!(cX3Nw82J=mv=n=XYG4ugIjh!QdsTu0d6)mas8c6`|Xv3%plG;5Cswe^yI(7w(;iBe<;ht zogC@s#6zC7E-NX%VWO!wbO!x_;GMTn_i&oyi-%f8zU&e{N2)NH*4t}{ z0)_yq2h|G&il|God;`J{IVqz9`;~UC|0b(#S~{cT<_F)tZD!Wnfw92uw8Mz8sprBZiC17)Wzjt& zxe0P_?35e6KTXRje|>|cap^wEvGi%^&nE1jv%*ff{-}6b(v(uK?iTBXyMw$YX|z5) zmwANI-y*^T+LL&ln0Y)xF&P%t`n_kyN^wHof-`Skd_p6KNu&8>a=b>@+?vzcv7^??0NsX-a76h!eufO#QT@W&Mda>77K zK62SrgpA@>RBe;h3vfi$^wl9@ey7iCav10NPaTFCA?qtD!v)u_Gh zfSzsjh5kLS@u>3{7Umhe`Eq9;-uk7E*z!z72kWMGCSw^3B0Ng@h~k0(>OugMj6dDXHzxm8J!me#R9_|H2Wn6m zwU6YZi7sdOOP^2HjQn-B8?t?*d5P~Mz$Fpu+-K}I7jaSN$Whdut}T@|`F=09l~Ypq ztVrs5ze(F`ICQ4a3#O&(NNyf(zhQmE!}3zax?z&qg>9H(0VKW85!}HWQgmC+1XSL3 z%_N41Nn?bYPy{u3(SnOD$PIK>il-@aPEgI=+;6Y@vF>&JI7btjvnkGQ%WQ>7CjIV? zWkS&n?rps9(#{BE>JXqy+rQVmE7@gVG93Y8rX`TX`<2jQ{8vKj&VNm4p+^F_-vQ|X z{Eh=@qaeWL42B#D1B=6u+6nxMPqey@>4Gl+^?Kwl%Nx%mT}0UqprZY+;atVZ)I0f- zHWmqE?rbCdj6-dc)xxwu$<+~dhyL)@k}Sly~GVXA18GPwXY#z%TA=e1Dd+Y-c6Fe?3bPNtK$|wu9W<(5pzn zA;s{h2%mn2b*&@S4)4JaoI0m9y+9j zkxu-O(l;?@bkw!N&oG&-SZl4Wks+O%p+^!dg(bmSdR$v=WT zw)U`j2lq$2tdX&;)+s#m=Bg_;oz0E5rRXfKCGvWHjss2xFMFuwouR%XJm-?`-t4j>WH4;dqd(AC>ZH>xd45wgF24mn{ zs~!VN5>j2?|f}EU4|TowxJ{Q)5ytuTkmiavRM{Gq26;lb=uS7Uwv5AIPY9 zucz^&4Aq7eq=3iDR`A`+`UNl_^2@fPH0o3r(1Avb6%a)Y5%j)7-=jyvzpPGENJC^& zaZusyfNx^o`n6JpUe06BZx|-N0VG|r(PAm6+6J|q`U9V(s#Y-=pEzOLZKZy>y)`!4 z%ITlNF-!Vm@mV|NDrskA17@e}qgw@PK<<{6^s9p+er)(V{24KIk~cEXqo4A9C@ozu z?$eiR?TPbe`Hs|RlxvO4=GB9YTQqE-K3|j7LZ95i&H_qAd2v0Stju~Y@bio|Kbr7% zp7*Gu6~-ZXSTn>A&)7NmkaX$<*>m5(4N+(itl?1pKYz3a(<*^_93PKV-{$R7FpVfh?Qh<23l%;aj<65SMla;c`%5);leck6goLp`( ztjw>6Dnz?Ci5GI}_oL8$L@;ZXSGa(izhfku9?s1z!3BhCyC2oK=ogpdVmcWGs00G7 zs-gU3@^T#+(S|ab<51=`t^~zLc@`4rSf(tt@$3EkQH?d%t&UsJLlw!?3#`008hdu4 zO)SNF((3IZZyG9)OH{b!iu62apN(1Bny-eGg3@o+e(*YZn^hqZdpFgoaQqz29%zcR zvbTNxtGoC^=uL02{vWRCJLHkW8GNH(XurFcW7_Bv_xDtWS8ir3iSAD4gm=-dC%C7A zz79-v(9{G!GQ2nXzKKbmoN++5MtM$Ui{74^YUJGRjr{r|9+p1dTr0V+qx=&@R|Nr* z5CDkme~PRI9}cPlRo3p?{%mX7i(o%w=iN6h-!06ITWL`x{0KF7M#J(dFeL4J|^!C$2C7;jV zLdsRMjCuox(x4KpX$MAA zhG3hSb(P3ad2pdi$aUpV;Pgz#|BzC2c7N%=F;ESP>%9|9HGq-9Z?k5W*=iAG?k(?+ z=5s4Lw>>bPXuVS!)b$QCI)U3QzRglX_HItr^Nv2t_YpP(tIdSsJ}`3DvT5V9wJfZp znXL4^MtE>sDOLm_ZtA({ma6bsZ`8W!>!=eIq8;0Dr0@H^fwOPRQgMj0O{vwh&ecp*=35kCb$s9+Nnn^%7xbmwayehYcz~}}dgb*+N zc~vPQxmgtzLKtN`!@zfwmi`c>zQ#mSW#EYpE;V=T2MRqrd)sIn~5;fwuCl$@7%y zYx8|i#i;dAmqfziQ>3h%(`~i79Y8fkNZJwZc%o@m9pN0USOF1w7B26^sKaats}%4L z@$ojT(!W6_UD>dwL%y4@64=Sh!Yt3ORnecz-$e;(z2=(!64I>TQiz3FS6Q^iY`-)A z*`-tnQ$zI7Xw2}V8D4vlvGOz185ME5{p(W5e!H(S5!^+H`rKSazYGs z9MlpoivBam3|;GE5aH@32E{5eNJ<$7Tg1r01tVKu`ZxyNolg0&5yb)lUV;E@i$9%6p+X;^g0}!6fH_cH!1<;9VZ`|-$KcL?uP#sk zvL1>Hz^3F377X|kV({4j3<=K2-mvk|qu}FIoV6gJ0-Y2?8Io=uy#z!jNV@x1S#ofu zPz=$~5P%xU724B$8m$C8Isquig3Ds;i~0j~frw~MnUI81-OGbdV`nR8RM)TiJ}K>T zd>C%H|2-mda@v;M!6_lwxRt;|l2p>CsCiRw;Uj_cgcftpWj=t8=}as923rIsFhn@rB3yA+P7qP9gc0Qf0gCLOUgNhZ zKp^-CBONJ}U6zR&$VWme`BK3w{OMc3N(6K-%7=<)B(*W}@ly<$s8Om@Fw>iQp5Jf0 z2zt4p5=zhGPG;U9UARx&N<&I6r&Bq9V-d_LO{>KW7OuyAGre;7wLWyfhcg~dr@ z*_mKU4Jx?j%U-)>aD9xe_stLT?$0zEUY_629!%|j&T9Jlf-=CP=>{E!sWE|YT)C$m zYPY-)+mkfgl@M>_`zI*8>~E(L-9QM^g76vmPvbT*EQa64hl@1gbv(v6&I(RQ)w3x5 z%QWj3@N-G(y5%3PgKJgnkjc+?jAZaF?d(qG_R}oO*bL590bgx5v@}ntcjoR5()Kc+ zN7lgl;%N3$zReOt;Qm3BYdzTCu|I&Ou@#o{ObF}JuM6cqe$`tkw-O_2dJ-+Fe>hr3 z^8kHuP?Ojchu4lU2B*t8IqV14Ih_h=)>C4*vo^AWNx>IHBS($6-P=*EEgFi)*JGIqESk8&X;v`u1PDb~o^K zZ9uL|zd@fHy2#TZWTKhf2xWP)QN=aJ15EOY@zvmnSrAbmS<6Lnv2f5gR{Y*upq_`- zNG4+HYKEKwg6o&t+f`!3JZ!Obi zu%LYmww?>Xy=M`Ik%M%;h=i?R2L4S26WvZjw5I~ZrT3{*(AVRu6>q$Os6va*KUXL|)j%)MvJucHNN|~-kc*bZ*MraTmcCyNO zHjKHDEV5SKLz9ZV^ez0}dYjN^Fpmpvc2a9^t48~=IIX8{yH6bYH_BEd5do1-jE4jJ zh*CGg2p}!=3WTpmqY#I1X`r{9umR==U(`*Mn2dxaA$%tx!Z>N|LIZ7P_S;NM&uceq zWO?{Y#x(5dn;L{y`*`$_rA~6g4!XSqvurqYIlUj397pu&@7zdpeZ#h8Q+l8VTie!k z;dm-uoR{2-H~(10yG(LH%GByj-Fxk)>hBzsc>Nzv=+Unbyh>*VXO@~Q? z2;aJy;j&WOJsv{YV}0C_;?qH!lM5wrWcYFD)k$(+Q#`pzBowSTja_8zgF=L2Au=k0 z4!yY_=d6r75L?1&yt1h^V<1&c(uVo4aju@FEaF51A}Aj4*lG>R}{vB3rtfyuejGW*xp zdJE}Zn^|-fenBSP82kR8UEulF#_rvU7SiF1UO(`9*{#&=2}&ljc=2=wM; zn1O**HUQgpDV9@E0nk)eY{`(nA$llS%Fs8LbF{{9|*zN3p=v*#dlqxYciwFQ&KY$MNFNrLB&iOa8X zJ~dJ$A-A|n=gV@*C)5%X5wQl#TN!3BaA#cO;+~b|6)J`zG5E%0xxdjpRwNXy1!_486m&w9^TKU;VSe+E79`iU_52;epJDh-xW8a2YD3A>}5 zWZvK_2{71naiUckAn4LQ&5bv0byTg$K8 z{FBNb!S?C*tz(WK-7#4>&pqyBj9iMl+w@K0ew1nUqHB}LoT=q{9HXSJf#lC`(MaqH zOE2Dl;qbD8d zIx@1KGvmK@ci?VqaSyrzlwE#}H~PZDu=P2FCs{-(3^(kN3f0T1ZC!6#?=0=|<%B^| zqR$57EDf&n)t`(f%NcIg56v%DU$nxIw$FDF+3x{a@PDs0&_7QZKmol0e6v>p_nH72 zx&x2+FJ_4VDqyccapynmHE=Ig2mi9yxLkLOF4x@~kv{-e5Euc{GKlbH5co+8QWyaR zelU0yxeI**-3HwUT?kzgoe~`<5+#S}*Us%b7VB#SQx-t0{nx;*(w?eu4DiL{qd;Fu z#b;VzpCGL<%CwWdCpC&45=M|anPMX-#BW+mXtm1Gs<0MNvi_iU~pNY1c zS}y)))Nr!qSBh4&+KecNQWJbzWlyuaYmf@-W^69gr z;BYo;XD6($Rtf=cZ#_J>D7neuJYsjQrzXZtq-f6-uTnyz`&!1?sk-T{cj4sc#;lXv zvoyM)7b`!{xBI`(Qaka;X}o=wJvd=lE8$y2K3m_&d_1ySWoz&MWez4iK@dkRw2y>a zQ!b1sSO^dY{}mG45u=w5!9W|h2r`#qUhsNWOLcK>nAbk&(&+}i8{A^q$v-u~ADd3% zv~Y4CWw4tlq|Cc1u%`#{Jh z&FEDb_h$BC;9w)(7hfI6`8e452cZa8B-bfOcb333@N=)iyHXZG- zZ(A0D!#B@w(56@0A!j;r2}xapgA&}=JvhJJ_OQL4<~Ve^{q;0)Ze=Ch(L=4N)X(GQ zV5<53t#Hzb*G?g_vD{|nqGkjm-t4|;rDRmzafJ6?ttmC?$E8o4cJr68SofD_qV^Uo zzZ;%)v7>qxH3Xg+v^(>Dz8_`YT^!~30G5lra2LyBy!5SWw#EB%28A^Lv`EdSU=6DJ z0@vPnCvyZ*L)6pcDguqpQJ{zjC+~|gOciaJrW1HNHxi{ zD)1Sm>FIcR@wE%jrOcfdY)@IY&RaA1iE({UzxNU3JkrMX=+ZIP`jQmi-kt3ss z8^O<(@NzO{-)q=^d*cy!ySZcR{DAO3q zJ#ID~U=-7RNdN3_6*Y?}N(ff;tB_TnC&6bD(g@9M!dkV(mId;W>H;6U6VPRlWVDoI z6k28Yk{&B!doy7^9+Z326JM#u`mycs!PCqCnRpb4X_r6r}qtZoofepi@Jj0=HNJPlo>>k4lV4-#mh>V;i@) zg6ulRbv=PXRy{j)4@9v+ka4?;pxApD0@$-qpe@;oV_tL$N5gOg-lVKT&{-q=*$Qq) z5n?h?;@ni8GEn+(De*ww+7VvN3vszJ>pd8!Y4mm5yC_gOd#m3~(>n!OM;GZ-H6HaQTD51L zNdJg3GkuHsGA@Jcq0fGScZbZzZRJH*R-$@jRp~@yn+b&AEWu@F~|7-Fq;2)^|NE!#ryTcwhd_o^3Y-F_dn zpR{cCGbddWNrOe?;@Jy|bo0q=e3A96vVe|rNjm;|tkp2Hq>qX`w#CpyI4L}~-?Pb6aZvnHnwp<=1G+7OpMW2lcH%iGx!UZkwdLYP@K*xR zVK&C4T8q}~1cQl6dJTpi=@0G=2E)vggV1?p{XjkTOuF2IrQ)0TK;pmLM#7$xG=MeeOT04HcZNC?*hhFYzzCkBy~6pf>8zu z0nK9Y+Hk$4o!U>bLqfjNUB8gKKY&~P9Vi324g7Lv>G`I$gJ^&Vz#!x*%7Whm{7XTh z#|Qn@97hQ78iX=NtN-maSb6C+nErqB8Vmt^1d&09x#l;RoG?1Pwa$`4LWrVgLJR<% z3;`^cf=PpMK#ugaWwLp(Z8DPOeRLf3Q*;m@RYwC{@Mr-jEY*Va@VAuW6kpZ(-vj1H z)b0Z!bOmli|7CVHVz~yOo#v8Pqyzos-R1gz`!iqT<|aksWL4@<5tr_%r#INba%x&R zhn75l8c&jSIPT^!Z76xYKKWC3xU=ZP9rXytM$2a@CJ|4o?;Zl1!W14M9H9cW1u6~v zHB~)s@IJQ(%z94NPd?WlR~S|X(|yok7R7cV&*kk)sS-v_vd!m0J65AlsEuQ{ZKvj1 zf@G0~Xvhda8RW*Fuc{Jo{u>`**Vl3pQkSnp{+ecnc{yNG2Q)Fb?i5@MD2uE7s>N05 zT1RE#pHzF-(iyb{)#lRL4YEf)-PbyV-2t%|3IV5yg5`?-^x(#39h-lWZxAm2Ua-hL~GPkI_si6*H_ZU(Z&eCHbuU* z#Hozd5mE!bmW+B)qQk9y$5ilS{6`&zCcT-ukE zEC+NTmq5x-Z|wEdx4PtecXaEA>(=952+xeKeBLW1zE}8SWykU7>DOZh7f(-f9QV8T zO{dRfc3wryfO=#Js?FsEn8ng1XBj^ex)r~eCtAACOvPb65Mt%@aGNOlg+B2^<1J-a z+^J@NO%@GVQG}Jv8W`FhI#ua~lBb3-7ImoD;JWd%fw1c4w2hNQm1`Rc7Xw+O!TlqFX+k2t2g5ER|f+vyAH$Cbvv}T%@Y&v$bX0Mk~1$H?!6efKi zwtXpdPk-F(ZDCa8juLeZDhEn%48B?PB2t{8v|sv0Tbr4n^tMJK--3wZc565;O&@rl za*Wt_5;f&GNUJ`+72Bq(gPg1>b}(1jS&vNh?x~T;5#ZJp=6**fE=8jqOD$40x>@9! zI+Sr1R@w2?mZVAki|#|muUj+RFFW`Pb8RnVmql2ZLt07OA@X0_c8TttfF!GY+z~|- z(VBb(+BZ~yZyd@8h+2V1Pt6id?N`zXhvXmI0fY4a&O5mPA%j3t$!F5Zy+{@z({vOR zd$8d20T=-vUk?lkLJ1R&=Z``x6Geeo3q($-Xp#XZPI4 z{9Z*zteco8CIgMRpwKVbZ3=)*SooqsLCv}xi!}T9Y=bt#4gOTPyB2{ z{H4&2V%?_r9(bj(jp$q6LC=SnJDeLmLAa(%;8GLy#&mCsg;=zg?w|K*;=XWwm+~S0 za(Hvj+R{t)#a3~LjC-}F$mAwTlqk*4>rti3=!*m72i$qEbnsDgPr8~i;pSvuwq-&c zSzIFpv3$1#>nZsuHJ{hr3fnAU>ZznLd$}h^XoD*Y!-(RH2tZuHYW33?{2qqu;tDVu z+D?&M142~htVbQpj9b}JUvZJiXsH3|E|-lD3}il&WMrq|5AWjs3>Y@9FmkNKT$>BO zJ5TZ5M~Q@d&Oief!-d~tD&;df`pr;7Ui}&Y=ico8Y{;o)Om7YA=da7#k!MFoBMJvl z;Upd-Eiq3%EMs(z&&d6~`$*$PNErG~rvV|3~nw|64>0n@Tl)t1d4|WK9 z)oAGhk!w)}yD3UgODH*7#{r=WBM5V2F8}z}4@^p^&JCw2BJ7=>d6mW9rnAbRsE@mX zk90ohDlA8~WdILsi>O;gfmSw@_e<^e$d?lQtr}{@#ZQ3LZ(MD9l?mF<4d;NAKL3t!EW)@+{ z<2D0~!sy%9iZ$bpI8AanqX`^8mcCD*v0^?VltHG+L)(Jx`%D=;Fu15bq3aA>>uG<- za4c;9_(QBofxIUVqDUY>CeSM&lY}uqxXMR?v0r|q)no1#Qn`Uv?HKhDJFG3!j36{i zJeu{GP5oB-iwyvqJP4=0&z1laz*3%Rl{*Oxpr?m1t#5d|B~rT;9cT1V-@-V0D)T|b z8);AWNlxLzgQ0JN{j>^qD)z{nA5Yv{0q(5?>z_XzQ>ymBSss-EHpem)mR8pB43epL(EMsD5|v(X*E}AAs)h>AG3VEr7^EF$t}NkyKHVz#*b4o^t}m%OZxR}R%uk}M$#Yq)UBnX;~A$T zayZFXRE_Jkyq+(#a2}(Z}IlBqZPJ+6#03 zG%6K-yV2U_QYvzIRQm31-cYNz-*T%v^GolMffbgz z&ANT5x1NC$<%L+pOYXaIzuG!Mo7zY6&0w*+BPuP+ggl0H_UtPe30s`~TcQlC?x;GS z7;@3Y1MkO2C#+#PFwJz!P^n-ex3+T&7N)!$+r6-kCW438m7C;<88Tm%x7_IWTEcY* zJ@AtsaoI#&_Zk6RLlZ+Gr0R-qX+eviEE621litB{Q4#Cb6!6sA>5GW77N{(iB^<-- zWIIAZ8+wv=`vzJO+I)ve$TVkyfXbvwT0!HU#yqp&cQ!#cwpRezTBB=R_tocdg7%e< z2ozEL|I1}u%fr>m+tS(t%;sigqhoEr4dD^sH-+V7sLhm|KA5b4VS*t@#On|oP<+2lom@;wy74}m~# z@C)#XaPtYX^6{|(zjxEs>c9Ppj)%FMo3#~~SJB+b(;AysOGm+gN738K$->;l1%8=z z?Cd?k!24g9n+vRG?coXhYcP}tA^;?V`Go|b-26O3zwZO!53CKq>h?a?VEC)zy=iW# z)9-dxc0f8IXyz162wqAB%e&OE`;=gx7>@>XNNnJw}xM&)p zbkGX5n{%r)Dr{HPNpVt0?N?!wbn1Cjea+!Xr!mW$pa)G|xQUI*vDzyZcw}MQI7;8A zB;<&-4RQuCkG8Zt2_3Y236 zeVyJkCg<&Q)Uy^n#!&ZktO7I~7qtG+ux0Ej%moOm9m=Fm^w!}F3{|+L7W!_9`tki8ib?fx8ZfrTsu&t! z^_b73L2_f=>E?BYpX7&~%|Db_Syg0UY@GuaH(~v|n*lTrjLOUP7Qdf6NEiLSqe68Y}_Cfnc__q-!Mf#2L=W2jM$TWsk-}9bM3*sMC-?=aRSAx z=b9fhs|swiet6V3WgTXDr}{d6eRAIx)VW&yg5m`KT{<}Uo$aTKs)>&q;;``BhXzbu zNa{xAlbVtm-TZH2x_QQKZzoa54mB~6zI zoeLQEq!};L3mFY8;CzC#k#D}Y9`6av;Aty#vo~52Bzw}1hEL+w8R#Hm`>(f6=}qaV zxewcUy&=TxZ_3DSjJ&|1Y~sqN9UDW7q1BXNLT9SgVM95>(D2^Hw8F5e(DgyGm8Lba zy>5Q1z9nHzB;yC_+-R&p9i!I^9Bqc9w1;zq!m(6?3Cmp`?GuT-b4(zDqR6K)|MAxA zzFKFFZ-L)Q9eab+6Z|lx^cw@&ehxPg?)!vrr)Z>xU5!o2QtY&!n2L;YEfKN-B^O#)KYC#TGgxb-j6r)-pqTy z&YUyn%=vNV%zWROGv`by!DO$m=kv?rnjL>zOtSHO#Fm{z!-SR#T!OWJ z;@Y=WK8iG23>O2XBm8mzGn6g8kIhG4|+(0iZ|#c@t0NUb3tV%k9!nn zo_Y}?do_?x_A7#6(FT0k`pO~gBB#?F(PqIx5<)t>UCUHCOC36I(hRP2?mxr$Z`wFj zrHhnF)l0WyqtY0zQ7os%d9vvwJFDqg46i~bTY#IZX}k^hiE<$a^CqQQQvly2i2P|3 zcP&5$(;wKbDJkSa81x6)SG#LjGLI4Y)$suo05nERk_^sa@-RbMOX<2wffV4iV2*OL z&Vz;(^Bumd_qxLpM+h0K82lpR@GGt?A)}FCP2z<+KN}}Mm+*XE;@t8cJ=FDmP5-6P z{m2`i6+BM5t!o@plkbzaOUX3bC81XDovI3tDL)n!_D7?G#9|-0J1$g^C>Q@+AFLKK z)*xloiIcR`c0St5e`f&YL%1|?D{w?uYdCQs;VulTtbMzX8BNHUtIs6Zq( zF0Lpb?Tw=6go67s0cC!_GyGB0Ra{h>r=QygO=HZ5qQX{yL!f3qxC>N!mgcX~AmC_{ zecX@@xwJ@K(qd5o+5=%slXVTtr+AOC{6%V-k#gvBNlRz@ODyFgo0hfT2QFpT>|6g9 zonP2SM{(IgIOT>2V8X2(qR^1qgex$Y+IR%%VJwcEGn7Wo89|V9aCPLIu^!UY5P|IO zKN%-G3pp+mPR`8>Z_mw(qUYv?jpgP=vU2mTZ0F|T07S=7aiU`cgm`L59H#{*Bl*V& zZueCJetBqbTI@SAr^~0tNu=8eY{1Oe2db70K(e74P>f$)0-ILt4m|b#Scl)ETOto` zA&)WbBCuR?pLBPjBHQN^0GjB~8J(u!v}!7+ve8Y|=#Xhjxcqie+~Zp9fVODAB`{L* zFM5jqnRD+>wA|i|WTIDM;o(YVjBavNPIJJs6**gY=BmplIi*^;iu4neir!Iz=SjXI z=RprC0*)jvs62ZHGjW0BRb^M+5XeeDGqI;ie>|2YDD_616(q}J_JFj3;mmkHddWG@ z=~;OAlHlDN%%8~hPxjYi>u;b0UyAHnQ-{04^F>Y0MOF`#HmGLrR&-5;QS>X~#P~M(7?I@d z$y%wm^g123F0v0(QI)$#v*}0@JLjYe>uq0@tT$s3uDyT8u(t{16l4_0)sng`VQPIsZxfBk^< zxfiwdFF&35z`L}^h_vl`WYM{QwUbt^>y9?P>OVOW;vC2;DBrDjcuLaX_C|`zj@(D% z4o_N7cjb3%#8UK9UfKBDe&e|h5~(sLHfF^AiM!ve!OK}OyJ5{^3KKW*-rQv%K>wx%d98?h-`SskH0#*e>@_L@uDEb`n-)&F7WgVPvs4S6E~|1qII zj62}=<4E-EMezsrCx9Y;;|Arz@M|C4-d$4uvVEqaWiRu<-2qo#srLHwrx>mutbAyP zV5ra-e0stYqZ3@V&))H${?Tza$iKXcd80-_N>E=`M7&ul~!4&yDZr4YS7_RzX zSTyY47d8F~mfg`o!603`sKB5k2v!dQgCV>?x);Ne4`DeB0n&AYVD%v|i2k7wjl;zq z8h?&Y&_5%BafjMZTK-cz3&EP%80s0C7{E;QjF3hqMn)(rLzJ-*%m`rxN5T+RFr)?K zf4dy!`4>t*)%B(PBkdJ%`xT!ABDAhP?Ds(s zQzZec9PF>t3f3M7eC(cm+%KS6Ua=UgYPF>1y`-}|=z$tH`*SamIztrEHp{29Acmzq zL}UU4qa}@_tK%E=*R0<#$zDf8eS}CR0Mod1634P0GByj0iw1hVW%IA^3dC&zo?c2n zd6ZmV(!8b}rcGP5F^_Fzah6CY>ZNoD359lCB8%U02j=mJY$h2ju2u~ zLRy|@XeEOJ_4SmHP8D)Y5>urK+(FY<)b*I)a!Z1+Q;&#~shAT@(1|PR^jYv?FN3Ou z_c$!^x7wx~!o49nJe_ll_mcRm=}|M#%j92H5$Uo0^e)rH1rz+WGo{}~p9M81WvfZm zWe|7hOf0=8j?2H=v-Df$S}`0FF?jnrJ1de44HSOk6uU@d8(B{y?M|Jv1f560Pv6 zk-Ks)J${Q`QNsADz|#5Lb6RA+b99}Fy*gMT66ss>^=(t~7jF7_e&1M)8JKJY2KBAz zS1j*LYqIG5r +#include +#include +#include +#include + +#define matrix_dimension 700 + +int n = matrix_dimension; +float sum; + +int main() { + float A[n][n]; + float x0[n]; + float b[n]; + float x1[n]; + float res[n]; + + srand((unsigned int)(time(NULL))); + + // not worth parallellization - rand() is not thread-safe + for (int i = 0; i < n; i++) { + for (int j = 0; j < n; j++) { + A[i][j] = ((float)rand() / (float)(RAND_MAX) * 5.0); + } + x0[i] = ((float)rand() / (float)(RAND_MAX) * 5.0); + } + +#pragma omp parallel for private(sum) + for (int i = 0; i < n; i++) { + sum = 0.0; + for (int j = 0; j < n; j++) { + sum += fabs(A[i][j]); + } + A[i][i] += sum; + } + +#pragma omp parallel for private(sum) + for (int i = 0; i < n; i++) { + sum = 0.0; + for (int j = 0; j < n; j++) { + sum += A[i][j]; + } + b[i] = sum; + } + + float tol = 0.0001; + float error = 10.0 * tol; + int maxiter = 100; + int iter = 0; + + while (error > tol && iter < maxiter) { +#pragma omp parallel for + for (int i = 0; i < n; i++) { + float temp_sum = b[i]; + for (int j = 0; j < n; j++) { + temp_sum -= A[i][j] * x0[j]; + } + res[i] = temp_sum; + x1[i] = x0[i] + res[i] / A[i][i]; + } + + sum = 0.0; +#pragma omp parallel for reduction(+ : sum) + for (int i = 0; i < n; i++) { + float val = x1[i] - x0[i]; + sum += val * val; + } + error = sqrt(sum); + +#pragma omp parallel for + for (int i = 0; i < n; i++) { + x0[i] = x1[i]; + } + + iter++; + } + + for (int i = 0; i < n; i++) + printf("x[%d] = %6f \t res[%d] = %6f\n", i, x1[i], i, res[i]); + + return 0; +} + +\end{verbatim} + +\section{Question Two} +\label{sec:orgbeace25} + +I only see lowerings in performance (likely due to overhead) on my machine using OpenMP until +\texttt{matrix\_dimension} becomes quite large, about \texttt{300} in testing. At \texttt{matrix\_dimension=1000}, I see another +about 3x improvement in total runtime (including initialization \& I/O which was untouched, so, even further +improvements could be made) on my 10-thread machine; from around \texttt{0.174} seconds to \texttt{.052}. + +\begin{verbatim} +#include +#include +#include +#include + +#ifdef _OPENMP +#include +#else +#define omp_get_num_threads() 0 +#define omp_set_num_threads(int) 0 +#define omp_get_thread_num() 0 +#endif + +#define matrix_dimension 1000 + +int n = matrix_dimension; +float ynrm; + +int main() { + float A[n][n]; + float v0[n]; + float v1[n]; + float y[n]; + // + // create a matrix + // + // not worth parallellization - rand() is not thread-safe + srand((unsigned int)(time(NULL))); + float a = 5.0; + for (int i = 0; i < n; i++) { + for (int j = 0; j < n; j++) { + A[i][j] = ((float)rand() / (float)(RAND_MAX)*a); + } + v0[i] = ((float)rand() / (float)(RAND_MAX)*a); + } + // + // modify the diagonal entries for diagonal dominance + // -------------------------------------------------- + // + for (int i = 0; i < n; i++) { + float sum = 0.0; + for (int j = 0; j < n; j++) { + sum = sum + fabs(A[i][j]); + } + A[i][i] = A[i][i] + sum; + } + // + // generate a vector of ones + // ------------------------- + // + for (int j = 0; j < n; j++) { + v0[j] = 1.0; + } + // + // power iteration test + // -------------------- + // + float tol = 0.0000001; + float error = 10.0 * tol; + float lam1, lam0; + int maxiter = 100; + int iter = 0; + + while (error > tol && iter < maxiter) { +#pragma omp parallel for + for (int i = 0; i < n; i++) { + y[i] = 0; + for (int j = 0; j < n; j++) { + y[i] = y[i] + A[i][j] * v0[j]; + } + } + + ynrm = 0.0; +#pragma omp parallel for reduction(+ : ynrm) + for (int i = 0; i < n; i++) { + ynrm += y[i] * y[i]; + } + ynrm = sqrt(ynrm); + +#pragma omp parallel for + for (int i = 0; i < n; i++) { + v1[i] = y[i] / ynrm; + } + +#pragma omp parallel for + for (int i = 0; i < n; i++) { + y[i] = 0.0; + for (int j = 0; j < n; j++) { + y[i] += A[i][j] * v1[j]; + } + } + + lam1 = 0.0; +#pragma omp parallel for reduction(+ : lam1) + for (int i = 0; i < n; i++) { + lam1 += v1[i] * y[i]; + } + + error = fabs(lam1 - lam0); + lam0 = lam1; + +#pragma omp parallel for + for (int i = 0; i < n; i++) { + v0[i] = v1[i]; + } + + iter++; + } + + printf("in %d iterations, eigenvalue = %f\n", iter, lam1); +} +\end{verbatim} + +\section{Question Three} +\label{sec:org33439e0} +\url{https://static.simponic.xyz/lizfcm.pdf} +\end{document} \ No newline at end of file