From db4bf16d81c7e9f61403fee4d5f27fe658c94bf7 Mon Sep 17 00:00:00 2001 From: Ajit Johnson Nirmal Date: Thu, 25 Apr 2024 21:10:30 -0400 Subject: [PATCH] fixing tool tests --- .../scimapExampleData/scimapExampleData.h5ad | Bin 5636339 -> 7077491 bytes scimap/tests/test_preprocessing.py | 36 ------------------ scimap/tests/test_tl.py | 23 +++++------ 3 files changed, 9 insertions(+), 50 deletions(-) delete mode 100644 scimap/tests/test_preprocessing.py diff --git a/scimap/tests/scimapExampleData/scimapExampleData.h5ad b/scimap/tests/scimapExampleData/scimapExampleData.h5ad index 08559376f8efa1bef96c9352cca120461fdcea6a..5222a211f54061ca48bb439a781c8fdd20979f8d 100644 GIT binary patch delta 633753 zcmZ791DG617{>8RHnyE?tc`8kwryJzO>Av!+qQGDb@9cvlk1x5n(F@F^X&EfzWK7% zJB|0cuT%SR$c>O6e{Beuls2IIpY}t7yg?znK_R_C0p6fc-k{LlpfKK`u->3>-k|W_ zpa|Zeh~A(`-k`|dpeWv;sNSGx-k|8-pcvkunBJgR-k{jtpg7*3xZa?6-k|v2pakBa zgx;V;-k`+Zpd{X)KyOe|Z%{ICP;zfj3U5$KZ%`_4P-<^b8gEcqZ%{gKP)*}Os7y+Jv=K{>raxx7KSy+L`rL3zDF`Mg2-y+H-MK?S`* zg|-D1KKL$R%kTC(-n=WEGvw5bA;U$fBGf-0MJ?+^@PmojD}@g@*2Gubwqw%A!tq0d z2o=2gQ{k#9@~BSHzi4&es}Q!A*gjIcdhnM|h0o6Dma)dj!e0toUq!61qSjY2>#Ml+ zRl@ozX?>NlzDiqPWp)()QntdE;K6%SBn|O7c+uVzapQlnzilXcS)*Ia*7D`o;EVF@ zZ+1D1y)4_YW6w@4h4>yEVqc2534Yk+(Dt%q@uDSytk*w9@Qb4}B*1vM+0JQG40d zUM{ki7wu(;kE$=Ly=>}RW(%HdFAv$v_x3W`C)uAZxT?JzVlOw@%Ln!{`e)Tw)VItY z+|^z#vX>X_Wr#1bFMDuSd)d@pPPUha?B#oVne40V&kMLq5 zyV}b|_VS{=4Dns|vd%4M8KJYDb1xNoW`*H;r zwU=G(EWP5qYUcOh$>B)-A_UTpCVo33f0XcK!oxaIl zK2Xcx=ppPEMfHoW`o$vs;-Y>LBBb4%RljKJdyzX!@MQhskbd#rdJ!sT?kv_GwJ%<> zsae8S@cu3D{cHWZqW5nl@88Pazg4_{t9t)d+xEBmfFcP)h;Txl9pc#sVKfoV_i9Oq zTEV^k6wVm)QGh(#2$9A2Zy`>nY`LRShHS4x1mEuvDV#hpmF;4`^{BWy+t?J1+jeTv zvX2lYT6SvDt!Gx& zPI5IT?-@VxQHko-SB)KyO4N+DH#q;t!g-Q)@6xnK+ol~FH}BlDQ;)_yT6XWDRzaWk znoK@aJ9y){c;UjgPi>ultbf`BX9!WGwkN9fa?8PTzS2+Y-||$XEl*GK%%v^QX5k$E zZoQ7_@F(lFJQ3>t&#*jMhIPFE)jEfV3|XXLc>M={1z!kLK7a7(wAr!+d<<7Bc;1D0 zwd3j&{8sBv>TP5F%)y<~Wy>Eql)bTp2ntt{Z^(W*%{logG zw_n1*mXi|*&I6NG|VL85t=qN}>f+NFGEGMzP^r>2gx6{$!=x_{U-}t`tc7B6cronn8L~J+? z92brU$A=U6?P+4Y6e6MZ5$P@5|Rt2f|6=WN>nA&#@-fOCeHNU(Ros5>5rD zhSR`l;dF3%+y49yLPG{PBb*7&3}=C}!r7Ef{%1!+4mc;A3(gJaf%C%oe75#Ky%*<4 zLjkxTTnH`<7lDhy#iZr_uUDWr8cM(=;ZksExC~qtE@#=}-08}rp#oeHt^`+xtH4#^ zYVzdkT!HFnr~%i6Yr(bQI&fXMo;>+GSD?PXp|SN!h}G7)SiP^j23`xVgV)0w;Ef&> zHo=?WE$~)&8@wIf0eg0$unXP|?}7Ki`{4cX0k=Kkpt~Rr!H3}^@KN{}d>lUEvbFtB zx(Y&^g8zX}!)M^L@HzOr)7JRng0o=xB76zH3}1n-!q?#I4$JYy4M#!xCVUIN4gU+@ zf$zfijD6#a`=%hr7Z2cv@FVy?_%Zwhe(JZUv2Va<{(|yz_yznDeg(gV-@tFRJ;&65 z?{vZTd-wzV5&i^!hQGjHZCm-TR^S^NzQaG@pYSjEH~a_wt1RPzrA0$JI6WK$ zXMi)pnc&PG6tcis;cRerI0u{)&INmNqmT#A3+IFL!v)}ia3QxnqOiLlioiwTVsLS| z1Y8m><+8Q?OS=j}l!42_<>2yg1-K$y$!TkRQQ29rTm`NQSA(m=HQ<_lH?h9E@cmx~ z{U5z@d=b+6(go=NzZ*-63Rb~+lvIQ(!Ij}Ea8+a9_@bIA_y(*F*MMunwcy%t9k{OF zcK+A%7t~K&A8r6Qgd4$);U;iXZJqzkbiodz=5PzRCEN;b4Yz^Y+V` zPH<gz(Z@3TK*Jo@0)A`>I4gKK(@IZJF?12ZvL!{;YuUB9w z8iv8cVJ|!a9tn?vM_YE~{}?okg~!3;;R*0WcoIB00Qo-!4O8K1@N{?v91PEdX9ZZF zzw^vC8x3>dx$r!AKD+>42ruGJvKS3Z;HB^~csaZRUI}|vp|BcW1FwbG!Rz4-@J6>i zVw1ZdHp5%st?)K@JG=wl>9V!`cex5e?1uNid*OZXe)s@<&}n)6A95BfABK;>N8w}e zargv$(qTEiIOQlv{{x?f&%kHlbMSfig0XLWanTgy_~H_L8NLEvg|ETa;TwM2`G3=2 zXzW{oTkvi8U-%Au7rqDI*Vg&}Ko{)%e+WN<|AQaHPvEEUGu!_Be~yM1@Jsj={2G1( zzlGl^oBV%|h7a&Z_!ImY{sMo6zxizKe>#4@qu~eq6aEGNhX25SVfp|0T=^dYw@5<5 z0dOcdG#myF3x~7p%Kz|ahyX`~Bf-{VFs?L>0!M|Tg+l&EM?(xaCL9Zn4ab4w!q)RI z?lq2&h6HdzI1!u}P67wQNj)eegOkH4;FNGGI5nIG_M}B29h@Exf-}Gw;Y@I5w>=_@ zyCAZ{+2HJO4mc;A3(oDbwf*zB3PR+C^TGMy0&qdN5M0=4YkX0}S+HCbE(RBeOTZ=J zQgCU9<@lnEqaa-tE(e!~E5H@uN^oUk-}s`6Dai3fRk#{l9j*b_gloaI{kHSJj=#{@ zw*qzHdT@QX0o)L71UJ^!`QJnr?EG&EH-nqQE#Q`LE4a07fBv^YLtD5V+#c=#cZ55^ zos~`gcR@o}xEtIZ?g96Nd%?YZw)Q`r|9#NV7w!l5hX=p|;X$zP)Gzmcy#j;LFa#b7 z4}*upUU&pN(y}Z6N1Q$7C`*1(wf{I{T-&?Ge-6 z1u+8-hG)XFVEGKGbHF+9T$iomZ=S0l#C&)GybxXlFNT-EOP!X-|1xL6dc7Q80k4Et z!K>jl@LGrE_+p)-AiW;m0B?jh!JFYN@K$5r_+pzWSg(ZG4)1_>!n@$z@E&-t-**1* z^A{RhuY}kSAAk?Shv38T5%{RK&i`Y&VCVmF_yl|sJ_Y{+pN7xa_UHduG@OIa!x!L- z@Fn;%d_~#h|5Y?xgRjFk;G6I*_%{5n&({8@xhl9hz5#WfhClU&g;V5uaI2s%s zjseGX+aqGR3nDfg2aXHJgX6;qVCyg1IX0QK{S&zg)}!=r5;zb}3MYe;!zrAW$A3y^ z!E!1%HJk=c3#WtA!$A(q@kItlK{_Lx3C;{>fwRKd;Oxe}@kI_(kmHM-a4tAEoCnSe z=Y#Y6ZRdXhf1$B&1q#B2;KFbbxF}o`Ck$)1($})z-8fbaCzJQ{I7t9 zif|>kGF%0&3Ri=xE1UeUfrgrJEx0yZ2d)d(gX{Zj?SJ~*-2e>@;YM&{xCz`8ZU#4( zmixb6ffi_J3AchA*|2encoA@Fc2ODGrkAo{UPvBco@IIa5Q+~5%5TO6g(Op1AE4zFb*CMPk<-F zliQK!t>zy@B(-tya->FQfF$Fok*a~lhx5GQ&o$xNp zf!6ocXWHF<+xfr8Uuf)GfxYlPct3mqJ_sLz4{PiEKcWkE{vU;p!N=hf@JaX-{Euya z{+~v}8Tc%G4n7ZGfG@(AluiC$M#B~ODtryT4&Q)p!nb_3_CLK-+(yH{@E!Ord=I`4 zKY$-f%l%)kz#}yL2S0|Nz)#_4@N@WuWsmc)c!`Er@N4)D{1$!(zlT4_{CBRvM>Kqb zKf_<(ukbhcJN!fDzjFnCqTv_(8~y|Th2^8w&hH-r4(UN501gF*hQq*N;c#$x*b@PT zh;Sr0G8_et3P*#ZyX_G%+yxO6js?et*fta%aJE3OFU43Qi5Dfz!h29G2sY^p1jb5S#(d2xo#b!&%_0#=h}IHdBz}i|lX? zI47J7&JE{*^ZIS)e?EVqv2O+P!v)}ia3Q!bTm&wvt@FQ_F4*~B94-NugiFDt;WBVp z+y4A7hlcWS1-K$y39bxRfvYN;{I7TnIXCR_`y4cCF|`fTlgI)3Y+p+4LIZU{Gm z8^cZDrqXi%*DKHr4b9;ea7(xq+!}5Jx3%ob|8{6-4|jk&!kysGa2L31NaTMvG<1i1 zz&+t!aBsK|+&854`3E{SK|eI~hX=p|;XyFteK6i1!iJ$}7zPiAz3>QlBs>cCj7DJ$ zJQf}YkB29~6X8j2d&FdSK}>-S?fl>6FEsY8z;1XCycgaF?}rb-2eoznAJPRo{}01Q;G^&{_&9t5K55&Z z|EJLK4}2Ov1D}P@!RO%%$|nCWqTv#J8NLEvg|ETa;Tt|%`=5^An`pQN--iE%@4$EA zd+>c}x&P}Gcz}k7@FVy?_%ZwhehNRc?8^V=Xm|m?gkQn0;WzMG_#N~AJsLj1AK_2% zXZQ>J75>Kj|Bi+q@K5*`{2TrQ|AmG8`+tFseINuJ5)Obv!J*+Wa9G$A4u$Y=1UMob z362a$fup+Z5z*WQ5gm>J$An|SvEevyT$iomFP^I)M0_{_oDfa~Cx(;2flkZgKdG}| zIT@TBP64NcQ^Bd>G!D!0MOsHeIvt!I4uUhl8R1NDW@F#@B8w@=@kLfR8=M`^0q2Bs z!MXjm^FNQj(Ac*EdEtC;ez*W!5H184*4Fu7L>KJ*FA5ifi^C=0l5i=wv~7R>mq9~W zxEx&G??%2)tfTesK6`lr9hiAaS@Jwrb*9y!+!)$mCEFUI!Zqs@2e0Tx8P;P(cH&_HO zhL^zdVRGl6m(P+rEuSTKT0Tqev`0Qn?kvcM$(@!DlRGURCU;ssOz!kLcs;zqZI9UK zE{IL=W_Sy{72XDKhj+N_5kfvp?)(XM!Mou-uzZ-@`RDh+`{4slTjPs^&Vu#&5PTRu z0?UWVohu-pC3pHbET1LU@5}Lpe3)Dpq~*ipPRobMot6)iJ1rk3cls=R4nA+}v0hp; zAew^D7vW3rW%vqw6}|>v_uHe+eDYy(=TC4Gz6IZg<-_F8KYs_l3*XcB*y(p)7i>R( zAHt7d`7pV21?02jPCtR=v*hx9EC1CeARi`o{sH+gxzqAta;N3P zoBV%=hWGFX_#^xY{tSPCzxwPk@hcxDcm4$5;UDl%_!s;e{saG&w#N78zX;)8fe>&= zH~hlazzVJ*AzKO7pu!x7+!a3nY~90iVQ{{O$)38SGQIvfLz3CDtC!*Sra=Kuez z6^Mt1_;3O^A)E+K3@3pDJt!oFlflX16mUv76`UIOq(LDqoDNP82f-QOjBqBmJtDKa zAhN(&;cRerI0u{)&gHUo{N;8PtoZ=oyl_4^KU@GV2p4i%9{+`%1PlsnP|AWym6P^Xn zhUdU@;d$_UZu13bSO_nI7sE^7rSLM?vmAvL@Je_Uyc%8uuZ7pS?GfwU1+f9%2ycQn z!&~63@HUsN<8QmGAjA%MC%g;Z4ex>X!uy<-$Nzq3!SVt4Abbcu3?G4y!p9tz-Jg(PqwoD@z5Cx=tODPd146jH-!;Iwc$I6WK$XK>piGP(;Q6Py{&0%wJ@ z!P(&)E?dW6PFF#QTySnU51bdy2j_Vt& zeYkzgYo_lcqlv!9&Xu{ z|6VkVfJefk;L-3Hcq}}Q`9B^F6X1#PBzQ7B1)d5|WByM^!wfhWo(a!_XTx*gx!k7n z&@dlf0560W!HeM~uxBX>%i!hk3V0>F3SJGbaoZ!-x(i|*ydK^FZ-h6&o8c`kTgTs4 zS3!tv@OF3yyc6C9?}qm{Esy`b&VuEA@P7CJd=NeaABK-OEXNl|9R=xQ@NxJAd=fqd z{{x>k_Kh#jn1UQ%oQ2Q9=iv+RMfehY*>5}lulNfp|F6Q=;Op=W_$GV{zOAkE|6g6O z^ZyQf7rqDIhabQX;YYUp`Trjp9>Y)Ir|>iQIs5{CsciE96&hZ{Z{WA^JNP~P0siQ- zwg2h({e*_k@E7Z z!Ij}Ea8gz(Z@3TK z7w#u5_kX`3y*+D!lU5P@EGR*STu}-$HNog ziSQ(NGCYO(KNStr;OX!TI2fJ@&w^)jo6SMPTzDQlA6@`2gcre{#V9O+m%_{7+04U-a9~|4aUY%Kyvo75FNA4ZaTFfNyH+{J*6OcK+Xn|Ap_scj0^RefWWG zfBrv2!z1`V_%ZwhehNQ>pDUaEe}RUV@GJN={04ptzk}cVZ0&z~um6CCkMJk>GyDbq z3V(yYOUwOVufPv9{DgnOzu`adUs!~4U+jjk?8^U;Xb6Bq!J*+Wa9B7T9A5tZALnr& z0Syu1NN{903LF)V21gHNeg4iBh=GQfa4a}B90!)aaM1bv6IC&hKAGTj#(0g@ew9dT@QX0o)L71UH78*!JgtQ#3S#o5L;OmT)V$HQYwo6^M2d;f5Bf+ z*Z&vcOYmj*3Vap524C0K`F}$f?CbxV@GbZ@{4ab5z6;;8?a%-FXm|iWgdf5G!H?l5 z@Ka@z|Ig6y9DV`6gkQn0;WzMGpRN5*Uw*$s!+ZDx{1N^He}=!nU!~>#uUFt38ot9n z;Ggg>_&59q{%hHl|01+Id_uq>;Q%-k92yP-hYgME|8Qss4@ZC_!ja&}a1=OdXzTM2 zbZmlXXowESfMde3;Mi~+IIahUcyN3;0h|y{1Sf`*z@9)9lETU0yF^4re;%Kn1N z|0-}*xEfp?t^wEdyRq*FwEkw7I`8QD|Ex#3>=Th{ux{PDY@MoIw!WXsVc@WEI5@m* zEC1Di5zr73js!=Bqrg$&XmE68ng419VxS==91D&O$ARO*@!_e&yCAB;)!`a&O}G|Z8?NKB_4(Iz6@;h<*M}Rx z4Plue&V8ye+{9_Q{hK-q*6U_)bGQZE5^e>zhTAwS#}{oK1?hHhd$K>>7+g~ zWfM-yCY+Q_I4PTOQa0hFtis9KFnR?{I;jRLom?wm!b!bv!b#bLld=gXWfM-yzHpK| zhF$@aPO2da8fqmq-?@T*@Tm_2`6O}PRf-{{;PsXCuI{($|jtYO*ko=a8fqm zq-?@TxwhQ?f!3Ga2TVGt1`|%oCY+Q_I4R42JHMX^C-uGwCuQIH&-n+M;2W55Qh&gN zld=gXWfM-yCY+Q_IQi@mCY@A+Nhf6!PRb^nlubA(n{ZM#;iPQBN!t4SO**LtlTOMe zoRm#CDVuOoHsPdf!b#bLlVxjsVbV!8m~>J$;iPQBN!f&x@&If?6He-V6HX0$pkXJx3*HUyf%n4u;Qf|e`F{Wn2jN5TVfYAq6g~zYXa1i+!%6rQ{11E@J_DbH z&&g9?pjFhH;5-^Gz!%|5@MZW4d=oH3O|FN!!O{M@GJPW%hu=r##IpFE&L9C4}X9^!k^&JPRs58#aXak ze}%un-{BwdPxu%7+hIAr_~R%@|Aj>e_f8rD4haXqq2SQQzVSsEQ;_3}uy8myJRAXz z2uFe=`)%ic6n{abVN^I89374U$An|Sv9)#n$I%5lj^o1d;P`L?I3b(}PHfws|4Gmg z2q%S;!O7tia7s9pvdRC{Xh;L6h10?5;UG8zoY7}%|I_FGOlZgqXMwZA+2HJO4mhW@ z-2e3oA8Y;t8;Hq#nxH?<|uIWLc7F-*y1J{M?!S&$=u%{skjo`*`6Syhd z3~mm$aN8qVx(lKe+!}5Jw}som?cokCTgP8VS3!tQaA&v++!gKycZYj8Esy`6&VuD$ zaBsK|+!yW#_lE~KEXNlE9R=w@Fn7|ycz*~y6dnc-H};J$yrv+>7bD=2@F;jRJO&;M zkMrBk|MC8UIuA^MC&H89$?z0-Dm+bF=l^tFu=9Tg91PEdXTh`KIq+QD{`{YZhWYRU zcp+uvM!zbXA@G1Bo_%wWm z`F|D-=iu}31^6O-3BC+p;i>g18m__D;T!Nx_!fK{_WX;&9r!MM555mSfFHt--1dn7 z+y(I%egZ#*pTW=J7w}7$t>f>Nt02T{_znCPeh0sYKfoWImdF1mXTkDk_zV0M{sw=C zf51N-mg9?Gj)L@W_z(OS79nwe01gQU82iQ-p-e%JFG9m%;IMEwI6NEyj_9|Y|B?I! zmH(09C~#Cb8XO&t0mszV`5#Lc?EH@n$ARO*@!ER%st^H5OZw54EgfqdJ;Vf`gI2)W@TJHaP1#+MvC!7n; z4d;RL!ujC*mRPy?O;iJ=jwpg$8g#xDnhKZUQ%jo4M@~&D{mj z0&WSnf?LCF;I?o(m#yQky{jNZ2e>2L3GNJcfxE)poR-IbcW1$J54b1X3+@f~f&0S! z9G2sY{*Hq50C*rg2a81D~(hZ_6F7sE_JjxUD8UU&pN5*`JQhR67A=l@uLL7fN2 z!Q+g@GN+?ZGZmHLBm{l9y}jj0560W!Hbnm z{x3npQg|7>99{vhgjd0lN67hOO{6csslU z-U;u5cUyMl{~k2#h4;bx;REnN_z--U`F{irN8w}eargv$5e41a;Y!r$QU4$JYy4@W`z zC;SWk4gZ1v!Xg0o2aJ8=i;$)u#}@%`C^$461`Z2{gTwo6=YIr$LFIo$I1(Hgjsi!8 zqruU&b^gcD1v~#^!m;4ka2z-;91o6f+n@gl(2x*L1Sf`*z=3d5IGM7^|Kw;$0jGph z!KvXia9TK>&({8@<2OATg5V5rMmQ6k8O{P{m6rRzUV&_A$PVX#bHcgc+;AQ^uVq*M z=R-q&xBy%bE(8~bi@-(A{J-k3D~5*Ra0$31Tna7?mx0R$Sf78OV-u7^LwUFYToJAW zSB9&=RXr$FgR8?e;F@qPxHen|_S8k89$X)805^mi!HwZ2ZhJ&icR@6Ro5L;OmT)V$ zHQdH!Yx}o#6|BGg2DgVhz#ZXEaA&xS)AIQ5>MU6926u;hz&+t!aBsMe!*YDl*HMt} z2ls~uzyskyFn997=6&DzVu&fo@x@Sh7(5*I!Xx03@F>6S{2%Qvs1wl`cq}{)9uH4| zC&H7ob^cG*1v~$zz*FIA@N{?v91PF2?a%*NXqXMpf#<^W;Q8N!HweUK4J-h+lC@uGYy#kxiuo>P0Z-uwP+uPqp_y;}>pMlT9=iu}31)dr& zqTv#J8NLEvg|ETaVb2W|Zo;?V+wi~e9r!MM&ux#m?=FZ3@I&|!{2%-negZ#r**gB7 zxe7u&hhM-i;aBi$_znElX?gs=a~3SWhd;m{;ZN{q_zV2iVL86|<|s&ihkw97;a~7? z_z(Qo*f+iqq1^u&9s&*t2f(4=&~O+ytlxJ2hw~Ry{)dMnz!Bj{aAY_N993KAe>7dN z^FKNq1C9yDf@8yR;JCK^`5zAr@!5rDhST_L z?SDFc)1o0AoE{E>Gr$?)OmJptx&P}G$byEfa5gwQoCD4Y=Yn%vcIAH_G~|Wz!TI3= za6z~bT-eP2s}8#&XebI7gNwr@;F54DxO6D%^AB`vf--0*3zvh-!xi9)a3#312Zbtd zRk#{l9j*b_gloZ`+9=e4>%#Tm`fvldA>7Dqk7(>Jh$e7TxEb6WZUMK1Te)m)|JJU8 z5N+VLa67m?+yU+gcXC=D|DBx$%U$5Ea5uO++ym|j_i|W{FM2x)(tY5*a6h;|JOCaD z4>Ijl@LG5syk1)F|9S;BpkX7t3Em8Efw#ij;O&-O`M(1VJKy8 z7v2Z&XZ{~R!$J5Ed>B3gABB&>$C>{p&~Oqy1^)w|hR?uf;d4Cmokzn3_#%7>z6@W1 zufm>dC|rkcz&GJr@NM{C_>S8iao1fC_u%{R1Nb5Q2>uU#?6P(IJ#iI;cnUv*pTjTU zm+&k2wbSzWf8#7zeha^Y-@_l^kMJk>v%_+H@x@V){tADCzr#P^pYSjEx3O=0@y8V8 z_~I{YCMH+$Y$hgGHWQO8n~BMl&BWx&W@2(X|IN(gs==C>+;v@GCMH+!n~BMl&BWx& zW@2(>Gcmcce`0c-|7K=#)esdcU?wJ4@0*FqmCeND%4TA6Wiv6kvYwdSpZ{iNa@7zQ zD_|xjSMQsN$(7B-MzCRF|#e zFPf_$M07X?921TO$A;s;ah;aOe>`WwdL18504IbK!HMA{aG=9-e38^qkWL0Chf}~Q z;Z$&HIE}Gye38}^tXD#$gVV!7a0WOdoC(hCw@2;eS^Nd%tZ+6sJDdZ~3Fm@yYkQ8V z0rTjB?YwY4I6qtfE(jNb3){BxU#&n9G!%u4!NuVca7nlnTv}P?zgmGZXebMpgUiDe z;EHf1xU$dI{-;-<3L2`y)!^!I4Y(#;3$86K_kX4^@Dz9|JPn=>&v06P{K3wG^?D{e3!V+nf#<^W z;Q0>A@x=m1L3$y)2wn^?ftSL|;N`}?@x=;LuwDtV5?%$bhS$Jr;dStOzwP|r;4i41 za3j14-VASnx5C@t?boCHxA04ZmUjzeU44_&xjq z{s@19Kf_<-_7Aka^gi$v{sw=Cf51QCU+{0(^9O~$un6H^!4PmrH~hj!cJnEO?o zdc(RKL^wD+90869M}i}}Y<>PwTm>Pb!qMR9a11ym91D)^wA}u2oCV8q;dpR-I02jx zP6Q`*SdK4}I118%a8fuKoE%O8r-V}(`^FckO+k(?(!goqbZ~k&2+ja!^xMw=O#Xt} z2{Xf4;H+>qI6IsJ&Z({QKbJ1p`JWrk1LuYF!TI3=a6#Mt{4a!t!f+9|C|nFK4wryS zDx3T-g@)2_8MrK54lWN@fGhfJ?SJ~zTL}%7;VN)dxEfp?t^wDSmixb6fm&#&4cCF| z!u8<#a09rZWmo<;LPKM?3EUKJ1~-RWz%9-Ef9kMng@)E}8@Mgp4sH*3fIFJ`|I`X} zLPKY`3)~g%26u;hz&$-E^n!cCec--uKe#_U0QL+-VGzs}9E|sez(e6-@Nl<1j=5je zCK%yv5F_DH@Mw4pJQg13vUU88cNK(~08fM`!IR-B@Kku3)AIPA?krfI0SCh~;aTu( zcn&<*VL85-=O{?ehZn#L;YILbcnQ4J*f+jdW(snAu^e6juY^~@tKl{9TEFf5U*|8V zop3$80p192f;Yok;H}y^|F`Lao&Ve69q>+g7rYzZ1Mju%&;NaB*bg6o55kAw!|)OK zsItlbV`w-IpMX!or{I6!)9@Let^H5O?^!gQgU`bk;EV7j_%eJ&TJHaP1+Jpu8hjnT z0pEmg!MEXmExYpn4jS&l_u%{R1Nb5Q2>y@x{}>HV;HU62_&NLnehI%~{=Y`U8~82! z4t@`RfIq^Y7_Xnv@CE(~e}linKj5FR=NAgU;Xm+SScJs=0XQTa;I_vx_p3VfhITiI zFmPBn92_2w07rD$I{qTL3PMDNqrg$&XmE5m1{~9AdHlz67A(hxY;L>mzxGY=_F7LCo|LORxfQE{2CAczN1+EHLgR4u+{a>#@4K&n*Yr(bQI&fXM z9$eqDEB_myp&{G|ZVWepo5IcD=4Spsb=b8)Lrb_7+!}5Jw}som?almuY6Uu=p(ET0 z?hJQBH|bHA!hFx=fB zyzmHkBs>Zp4UcizI{wDG3POy7$HNogiSQ(NGCaj;dHhdx7A#MLr^7SgV0b1x3!d$; z9AC_F6r|_E^WgdL0(c?32wrUL8(%Cj1v$Q03NM3~!z?)QKV<$tLc@RXWB3XD6n+LjhhH%NU!vg^{2G1(zlGny z@8J)O&yQ&M1b>FVz+d5S@ORkr1BIXPFZeh72mT9-0NfvN+vAw~Rh@bR+zlcW92yP- zhlRtz;a#?lzX+~^5E0=>aAY_N92JfRM|WBt|1q2e%Q4|taBMgZ92brU$9GtcFA_Kk z(h1>2aAG(K90(_clNtNQ7s*XQjxSQcDdALbYB&v?7Eb54o&V|m1+^0f!5QF;a3(l2 zoCVIRt@A&dF4*~>9nJyggmb~U;XH6&+y4B|hlc!c0k|Ms2rdj4fr~1e{4a)v;&2JL zBwPwE4VQt-`fTlgI)2Ncp*&mxt_W9xE5lXbs?u`**DFvB4b|Zqa80-tTpO+f*R|}* z|9WVs4>y1t!j0g@a1*$xng356cFoYx9Bu)(gj>O_;WlvF0PFJ)bZmllXlM_2fIGsS z;LdOtxT^<+Zg6+F2iz0x1^0&gz@EM+^n?4u1K@%1AecYkVE6kT$K0=K9~kOx5X0c% zuooTykAz3LY;FJ1u7VI_;IZ&Hcsx7-o(NBJS|0zCodwHN;HmI5cse`-4u)qsEXNnK z90lpw@Emw9JP)1^FMt;s`^FcGOhJw>7Q;*6rSLL%IlKa1>9?K#tNaDE6Rw8Wz-!@k z@OpRyyir@{|0Z3q^M5nE1>Op8gSW#w;GMSp`M(PdyWu_XUU(n8A3gvdR5tm42n~nf zBk)o97N8~zu*1K)-3!S|W}576)segyvqKZc*cPvK|G|L16U0l$P_!LQ*r@LTvD z3;Y%Kd_&8L03OFU43Qi5D@!QV-wElw1|8#JAI0()FXM{7snYDHP zXVC>a|Fgo`;OuY?I47J7&TZSD|9Q}m7tROghYP?3;X-g>Wt0C!&`=aE1{a4*z$M{Q zaA}{d{ZGel88noI%faR03UEcZ5?onY?*DoPs-U4NTn(-c*MMunwcy&8UHM-J4Rzsq zaDBJ|+z@UAH#YPCsl%=b8k)k*;O1}(xFy^QZf)lOQ!CI04Q=6eaC^7|+!5{sclMyr z1?~!WgS*2$;GS?V*wY(@K5$>SAKV`v01t!*x$SYx{i-&>V0VLK?pO8xP`p139u9lq z5iVQD-$++Mh*9upcnmxi9tV$yCpayS|B23mR36xDP*oAHt8||KP{)6XyR@G(3Z!!!O{M@GJN={D%4e77g#< z_wWb!Bm4>e412zy@D=_Be}{j-KjB~SZ?`>;xnI?(_piG_h|st{0GqjA)t@(Wzbc!# zUzN?=uhQ1>XXbuY4QB3FWi$7yvYGo;+06Z_Z03GdHgmr!`{#a@r+Rt(o4H?AgPHqP z+06Z_Z03GdHgmr!o4H?=&D^ibdhSAlt=6+Q+bH6H^xnGribH7@je1Oh>Gxw`%Fmt~uo4H?=&D^ibX6{#I zGxw{qnfp~)&ixu_t$;uO&D^i5!OZ=tZ03GdHgmr!o4H?=&D^ibX6{#IYwlOM0w({> z+^?#^%>Ald1p9!Q`&GSf=6+Q+bH6H^xnGq_`o5pF|LOQObHAzvGxw{qnfq1Q%>Alt z=6+Q+bH6H^xnGql$`z3Nzg__|_p53!bH6H^xnGsd+^@=J?pI|q_p7p*`&C&^{c7ib zBWpE;u>NY7{eQ!itw*_Bwr<_JY@MlHw!WXsVc@WEIJy1hUKnsp4HzB`5#We$Bsel0 z1&#_wljlF@3PeXk3^*nn3yuxPf#bsQoDfa~Cx(;2axCX~o}?%wgOkH4 z;FNGGI5nKcZI5H_SG5nMb2o_ea1fjU&Io6MGrMek{#jfFA+o~R;OuY?I47J7&h4}{ zzR2S&Sg-TK`QZF;0k|Ms2rlff9A6Z16r_v7#o*#_3AiL&3NCHz8()+$1?!a%W#Mvg zdAI^x5v~MR_S>U&x+?yHa#gq*Tpg|f*Mw`qwY5F=nXis6*scrLgX_Z$V0nfQw7&G2 zRsL8`H@0o%zxs)rprI+;3~mm$fLp??;MU4A|J4e#K|@=(9o!!7V0+6!xwi=M8~y|T z_1PnY{sS`pOb z8vXbG^$Mg#LpnG;90X^8Gs2l*Pi7Rdz**sJaCSHcoDDbLFJo zH&;%|=E_M~T{&6%pI!lT>7*KxU;w#2o!c}ioD5D5n=2>v{e4$X*7*JvFqclM!CX2i zn@cC3o#IjQ&4<9&1Gq~4cTPWJV`Dws7*<#Pn-iZhMT}mVRPlAzMr{rvTThn%%ziRFqcls=F&;ozI5`RH_Vlj zdf!|*DYwH4nJcF{zVU^=bkb+Sj`#ze;LdOtxGUTZ?rto9ej$38g3mqSUT|-?58M~- z2lw~eqduYm{(|yAcn~aCJJ9;lpV(k{2s{)XrmgdTxGvaxwHF=%kAz3Tqv0{|Slj;m zABTqV@C0}wJPDo*Pl2Z@oBW@KhUxGOI2fJ@&w^*eb9}Zoq~3;e(J&954=;ch!i(U= z@DgdcBk2`biiTzIa(D&25?%$bhSykj<^NhVtb^CX8{m!bCU`Tvh55e~4cp-D@D6w< zybIn9?_vJ$MZ-RLKYRc_2p@tE!$;)y5467YK5!I11|Nq{z$f8T@ISEUGzw?nv+z0i zJbVGZ2w!sBBQCoO;tG5fz6M{1Z@@R?)QKXh7d|3}V( z_4+^fG5iF63O|FN!!I0`jr%@SzF&s*48(ZwdKv^K*tK`d&&BJeJ@$t zzL#wBU*AmD4fTs>-Y7&WNmdX+1mefLElW));E*2_042$ zeKT1*5G$bXCF}R~y<~0Qy=1xn>w>wkSSSvTmL$=dp6vbMgNtgY`Q zYwLT-+WKCyc0PUoUl;VvWNm#jSzF&s*48(Zwe`JZZGA6UTi;98F6O~D(>IfKgT9%p zt#2l4>zm2i`d+fOzL%`6?wC#Q%j2Inlbd6oXaTo`Tfwd2HgH>q<@lnVqafWL?f`d$JHegdE^t?4 z-}s`NDai3fcen@K6Yd4~hWo&M{kHSJpTD5uxIa7q9taPDc~}p|`$M#K{twj!`@aW< z!NXxMJOUmGkAg?r_UHc?G>nDE!Q5|dGLIA0lW}iBrW%Uy#kBTumoNTFN2rEE8vyzD$B0?UyX(}@LG5sydK^F zZ-h57|2Lyy3%nKH25*OVz&qhx%>UhJ*aPo{_rd$&1Mork5Kk0`(QpJl3Lk@y!zbXA zu;&yC|G=l=Gw@mX9DE+W;I>CxbQi=W_%eJ2z6xK1ufsQ7wvNA>u7VJ^;M?%O@E!Or zd=I|wv^@SFI182^!jItp;K%S2_$mC%VL85d?kGsVfM3F|;MedQ_$~a-*f+j-ZwhjJ z@d5q_e}X^5U*NCsH^1%t|L!lS{Qm*}gnz-m;Xm+SScJ4MR(1Y|&;>jHL&5=YC^$46 z1`Z2{v+d9S@MwqtM}#B6k>MzCR5+Tl$^YnRhyllhW5KcEIB;Azp3m0)r{gz18WO+> z;Y4s^I0+mGCzY1_zg~f4Xh;sHfK$S$;M8y$IIU$@{-;AjdN>Hq0B3|V!I|MKX8vDw z*kwgSHaI(+1I`KOf^)-p%>2J<1@fXHADka902hP{!G+->X8vEb0!7hK3@#3rfJ?%q z;L@9%k?xINqf?g)2+I~)7P7hOz2 zjxV~x-QezU54b1X3-0Z=o&SCO1$7wqh5Nz%;Q{bKco6JA>~;PRM#B(zC_D@v4twDd z@JQSK{2zse(eM~}EIbY#4^Mz6Dx3VDgoerR6nH8;4W16qfP;Ou_CFoJGtn>$o(<1| z=fd;g`S1d1x&P}GScry2@M3rgycAvrFNarHcIE#{G^~PG!)xHR@H%)syn*?@5e=K* z&F~g@E4&Tf4)0+8??l5ccsINU-V5)8_rnMLCj$Gw`wybw5PTRu0w0Bs!N+0G2^3Dk zr{I6!)9@MiEPT#wk2voxhzsyV_!4{>z5-u`ueod;f7e|FA#T7o;al)+_+R)AeAj7t z{NHmHEZ>J8zz^X^@PF`Q_=&@EeDTy#kbVX~hhM-i;aBi$_>Hk|eDT&4zg~erG$e(S!O7tia7s88oZ7N0|I?r$Eu0Qc4+p^+;EZr4GyktT>@uSv z3!D|s24{zJz&YVu0oLaq=-33g(U1qu3+IFL!v)}ia3M4QulfWEqoD{~6fOoAhfBaE zVNWR(O2cK~vT!-LJX`^;=(a~xau-BpxC&eqt_D|!Yrr*KwzhvQS3!u{a2>cVTo0}f zH-H;DEsy_3&VuE}a1*#G+zf6Gw}4wZEXNnE90lpta2vQS+zxIJcYr$@`^FcYOhJw> zI>TMyu5dTFJKO{A>9?K#z5E4r81{zyz+g7rYzZ1Mh|R@i^a)h6C_H_z-*;J^~+wJ;zWu4xfNe z!l&SW;M4FKw>{#lyCBZN=iv+RMfehY8NTAOb^Kj*6@<73Ux#nNH{o0GZTMfO$VG+uG;SvH42?xNTZ2R*+ zG#bLdVc~FacsK$a5ssv6@;@>fqQFt%XmE5m1{@QP<+HW_>G+L}hB$CsI364yP5>u_ z6G_YcU#~!7G$ero;iPafI60gGPHEYd|EbWB8cqYJh10?5;UGAJng3TEb{Wx-3C;{> zfwRKd;OuY?Gyktzft+Z_1?PtIz%#Tm`cBK^ zzk#!0xgp#LZVWepo5IcD<_^p8MGHqkx+UBSZVk7A+rsVO_Qt;PMF&%mK^=xY;a+fWxDVVH?g#hR*7-j`7wr5W2oHjJ-WZJchrmPOVYdDG zKO7BScmzBW9tDqv$G~HiP5zHV!+3ZCJQ1D*Pll)b&(%FZNs_El9FLy0ZOz)-Q|VmW zw(Wguv)8s}ZF|q@b&Nw@Cf)u_$IFZH)Fyr@U8G|@a^y&@SX5oJdf|jgnQt7;rrnG;RoOc z;em%R@G$%c{3!ew{5bps{A8~O+*7>+?rHcL_*wWl_<8sR_{ARU{ClZqz`2*spyT@g)8K%u|3AaOz`w%3!N0?Qz<+k#UH|{;4#f5U zZ}=bhU-&<``P2;i59%AG_kKb5Q!@tF|K?*e>|ba;HpAR}Y=*h{)C_a;sTt+m(9m!*o5X|GtBX0GX`HX&8KGA4_*^RXG`=3_I={$n%jHM5TX zfcD<6X1$ZE=W*S+?XiARH`ej}kLqSXc~p2bcyxFScuaUKcPz|?hZuH0?!K12G0)90nZ7~6|ME({)^_ugn8h8co^J)6F7x4vtR%1 z3FMeiz$IM4H9RjoA3T4sUVq&uumC132rmRL3@-vN3NHpP?ychwK7l1LVM%x?cxiYU zcv*NkczHRl|Mo3d0TWh)SAtiDSAkcBSA$pgKY!b&)f$+vCcGBxe;~L2egB`)_PX$T z@cRDefBRq9024NZH-a~YH-R^WH-k6V@q3=Y7VwtvR`AyFHt@FacJRReFt9zm1H2== z6TCCL3%qNu2U>f-+KX`a-U)6Gcu#mQcyD+gc;6oD>%U*mfOGr92f+N69f-#df)9od zY1{u{hqecl4}%YfkARPakAjbek7?N--yPc;@IDSc9zFp+5k3h%89t?PIKDfz8BlWW zH28FQID7_tCVUor_MqeXf6m~5y$H{R&x6m0FMuzEFM==by1V{g(jADa;id3p@a6Co z@RjgY@YT_S>;E;Fa4mctd_8;vJOaKEzRBFI|2Jd8E%2@IZSd{z9q^s-UBP<&b=Uv9 zG2tHgUid!ve)s|SLHHqW|N8Gffrl~S5%^K~G5B%#3HV9)DY<9;e;N~>fuDt+gP(_A zfM0}P;`;wGCcFZ_3cm)w4!;4v3BSel|7}co2YwfR4}Ks10R9mE$bbK*)Bn4#fsf%& z;7{St;LqVN;4k5UuQ2d6{0;mq{2lx~`~&=BuLoLtzuJ%9pL-{`U*KQi-{9ZjKj1%m ztgruHJp=8%U+oF~gUA1c|ASp$@3*uM9@4h|{*TlikVl3`fk%Z$gGYzQfX8gvAK#7D z8t@()9tR#59uFQLo&cV(aX7x4s2T9bcN4>tz>~t0!IQ&Nz*7!7uK!aF4%qj6YIquW zT6j8mC_FtpL)YE)f5z@WT>oc+XNG5iXN6~jXNTvA9$f$D#Duxvx#4->es~z%ffIAH z{->Cb!8u&OC0xNZJa4dGf88Iw^I^jL@B;9H@Ivsy@FMV{-r@X@-}A*VVR3i~cu9CE zcxiYUcv-n;{a+3fmWNk>SA-5T&d20j)(4n7_}0X`8vsc|^IJGmL~$9Jc|r^2Vfr^CbH zGvG4^9oPS}1_$g#cs6_vd@g(*d_H^ud|}t!_5Y&oKwJwhhA)9Hg)f6Ihp&LIj2>M7 zufl|@;cMV);p^b*;Tzx)=4SoB5fg5LZ-#GyZ-sAzZ-?&)*6Xjk{@;lScfohV_rUkU z_rdqW4|x06fAvd%xO`-XD7>xS!yk;a}ii;osojd#v;CkDdYN{)GR6|Azm8 z|Aqg9-H_J(0e}AYwFl%O@JR5;@F?)8@M!SpE&JoUFW5eUXmj z%WsVd^TPAN^TP|k3&IP*3w!(5fAa2k_2CWR4dIR8jR!EW z3A`!18N4~X1-vD^6+Eyt2DX8>g|~zM2X7DW0PooAf!5xy_AS`CcY@mm-WA>r-W}cp z-m}L#|Muz`aBgpSA9!DQKX`xm0J!H{?$7@NG2tNiVE7RDQ1~$TaQKLp{qfzAtpV?& z;G^MV;A7$A;N#&F8i(V%6Pp2le0LIjGJFbrDtsDzIy`*Pas5AIaKK)KXToQ}XT#^f z=fdZ~=Xc#*|1anc#P$C|_#*gX_!9V1_%itN=)v{>3QV{Xz6!n?z6QP)z7D?L+^qjM zV8RIaM))T9X80EPR`|AHz5cq(@9mgy2Ye@d7koE-4}33tpSOSgcb~xhnD7AnAp8*g zF#HJoDEye*v;IGh2~WUJ!cW0Z!_UCa!q0L2e;yNFfM0}Pf?tMTfnSAR;xQ)Z{-FVG_KfW6uo&cT@o(P^8 zo&=tB&~g2rY;eF{gp}eoPn!ci;q0;SA2-R zyb8Q3yc)bZyav4HNc#Fu*ZLN$g$ZlJ>%i;6>%r^88^9Y5U|=J7V|WvIQ+P9Yb9f7Q zU`q^a1#b;+18)m&2mcS=zSje-yk9J zz2SY}ec}D!{oD5E{{ig*nXich@%TaT!SEsQq3~fX`{TRATLa!lz(>MI!AHZ#z{kSJ zH4evj$2SB1`0fPwMEE55WcU>LRQR+($Myg8!2x>_4u{Wx&xFr{&xX%|&+WRq{-4(! zi0l9P@CERN@I~;&@Fno2(Sz&%Wtea|d>QhG2uS=e)s|SLHHr~VfYcbXZ?Q^ z6CQ&fho69-gr9<+hM(d3|12gv2R{$L0KW*o1iuWw!u9`EOn41`9ex9T6MhSR8-9mB z>)*wM_u%*858w~skKm8tfln~-Df}7yIs66uCHxiqb*~3nd%xO`-fw#+xbNWa;UC~1 z;h*52d#v;Cm!1LVeuaO7e~15o|Aha7|8Co#|NpcHhon!mGinH~atD z6IcTi)`ZuB*M`@D*M--E*B`*Z2JnXPM)1b)Ch(^4X7Iq~7}x^d65a~l8r}xp7T&Jc z1FgMZ?OU*Y?*z94yd%65yfeHDylanj{_WN?;N0%;9`K&HT z5_~dz%An)=f9l|Xy$DZ(Plt!YXTWE|XTfK8-Ch6B=?=v8|6KSy_t&z8t;+z7oC)zS`WZ|JPu`weWTD_3#bw2>3?$reMAPy36m)m~abxD|{P# zJA4OxCw!N;fBko#z}=W|4}33tAACRj0Q?~QkleHWKa2^Fz>mU@!H>gFz)!+Yas7W9 z6P|&eg`b0;hhKnSgkR$N|1u`L0>28s2EPu!0lx{q#h>MGW5PS|yYPGP`|tG-0b~oj(flQAAI5XuG#z5CNz7$nwz~}&CTAg=4S6#bF=rWx!L>G zYG-0b~oZuWjPhrM6@SH8RcH+#R@gl6wo zbF=rWx!L>G-0b~oZuWjPH+#RD{ob$B=?M(3|IOa7Hlf-3)!gj;YHs#^H8*>|nwz~} z&CTAgX6^mzpFp$zH+#R@gl6wobF=rWx!L>G-0b~oZuWjPH+#RDlkf!e`s*&g&EBsz zq1pS@-0b~oZuWjPH+#RDo4sGn&EBu(dHoacumA27X!d@!3C-TG=4S6#bF=rWx!L>G z-0b~oZuWjP`>kJl*8gVjSDVo6{c3LZel<6HznYu9U(L*^cV-uu<8cXGw| z6PR`9w#WKO-D7|Jo`F%}(csbHG2k)bvEZ@cfpIV}E<7GQK0EY=ncDW>|C!qZ%Co?;!n47% z!*jrM!gICkkMHJg4S3H3_rt^B4xGR#oHY)|cX>0Q3p|Mmn{z=RdymEe`( zRp3?O)!^05e*L#6um&cq39kjO4f`L^)9L@+KhOWEZLbHfAFS73_g~lm6E=i5f;WaY zfj5OWgE#lq@duy47MQRlycN7PybZi9ydC^MIj;ZqE!Z9tc7S(;cY=3@cY$|>ck}(P z{XN-?LlXTZ6s;c4J$;pyO^@bvHuZTs_o#`b_b6Ff6K3p^`4 z8$3HaN6Y^BZqC+#_gwJY@H}uoJPhu@N#k&Qmo@|b_%4HUxPVKzf@^r*LC5ufzQF-| z5zY@U051qH1TPFP0x#Nicl}?iI}q3Z#o;C3CE=yurQv1ZWuphz|K%`Yd3XhQMR+B6 zWq1{MRdcicuZ9V$!)w56!fU~6!|TB72J7|LU4GZYg!SPK;0@u8;Emx;;7z^#>%aR1 zHp7I?;Vs}T;jQ4U;ceh;<(~C_J52Z=ygj@Fyd%65yfeH@v;Uu+cDrK2Zt(8#9`K&< zUhv-VKF$7r_5}9Dg#Fs}N5V(J14m=v82DKD zIQV$@1o%Ywq+SoS_I|Z*!705H+^O(s@agby_zd{W9_#!&t7pKuv*B~#bK&#g^Wh8N z3)}YR|3&Qq`C|AI_)_>X_;UCP_{x_3@!eIe0q?8fYv60)>)`9*8{iR*!|~mX&453? zy9vG-z6HJ&z74(|zGKjF{l9Z?z+QxR!FR*=!1u!U!S}-tblqM5AM6gq_5UIGVfYdF zQTQ?VarlYo!S(-1On3@@8h!?T7Jd$X9)7{xtp6`!!b|YW@GJ1E@N4kv@EgH;{dJe$ zH!-?LdXTZ5B;i=%M;c4J$;pyO^ZTs_o`u2c413V)<6Ff6K3p^`4Tg(3VZuZuI_Z;w? z@LcfR@H}uoJgjjzzUwpt{`f9|Q#gZjxPVKz8gyL$>%jqg5zY(G2hR^L051qH1TWlm zcl}?aI}q3ZMd8KZ#o;C3CE=yurK1Pe|79>?S$H{kd3XhQMR+B6WplIsuYw7y!mGin z!)w56!fU~62kZ6MU4GZWgmvNd;Pv4R;0@u8;Elcg>%aR1Ho=5V;mzR9;Vs}T;jQ4U z<(~C_8%)?1-VXjBygj@Fyd%6*v;Uu+b~|IjF7U4KZt(8#9`K&G1F#>-;;TXTZ5L;j`eg;d9_~;q&10+xF-G1?>U(Lii&1V)zpH zQus3X@|OMa-4(3??3-F8ZOYqC^EAXrEYr%T`b(i1QG2spPP53SNZTKDdUHCn3 z|N8Gff%h@t1NcMuBlu(Z6Zlj3Gr4E|{~Qy(fWL&lg1?5pfxm^nZ2>%5C z4F3ZE3jfCS|94FI1O5~K3;rAa2mTlSkL$l12{#DfA@E4>$nYresPMpO7#JNM10E9| z3mzLD2OhWA1FgMZ?MLtUy%XF7@PzP0@Wk*W@T5J~`8Qe5fOC_>Q@~TgQ^8Zi)4+2GmXIp8_rx!}3sc^Ze~yZ&atAKwjw zJ8%N0a0cgaG3dDdmxBZLBCOyVo)?}Eo*!NSUa;%#`oB%!~7>%$ws8+!ZKfAEyv zVE7RDQ1~!-;BX8a0Urq;1s@F`10M??*Xx1S-mmr=IH7lfI}tt!J{dj*J{3N#$NK)C z-ZS9baQF=PO!zGLZ1^1b+_wGse_ne)J|DgSz7W0$z8Jm)zO-e3e0N!E!25Fe3iwL+ zD)?&n8u;4A;rQ;lX22icT@T*?kAQE4Z-Q@zZy9u4|8E@}uovNN@a^y&@SX5o@ZIn| zU3b_2d%FX1{l5>sAASIS5Pk@L7=9#raQ%N26CQ&fho69-gr9<+hMzGv>;JQu@ErU+ z`~v(U{1W^!{7SH1f8FKxRZMsdejR=TeiMERej9$r+rR$1PvBilcn^Lb{s8_E{s{gU z{zUFs|3Afq&*0DDFW@iXui&rYZ@B({iwWPs-@`w^Kf*u3Kf}Lp{r?pceuIC9|A7C5 z|APO9|KWQ7FDCp4yODbfOCLN09tj>99vB4!qr#)Xqr+psW5Q#>WA}QXwfC$2=pDCr zf*TJWAD#f75S|F0xW_vGCg~Y)Zc=zMcyf3OcuIIGcC zgaur}6MQ>dFHufOi{`!XiH z0>28s2EPu!0lx{q`y4}SoE2!AB^tp6Wl!YA;j@MrMn@E7ox z@K;>_zs7`b;BVpY;P2rd;2+_ixc>i)3BSOG-0b~oZuWjPH+#Q&>-=l>ezghB-mm6n?^koP_p7#mt{&^oZIAVny2m^iJ%MpCVLW(zcmjArcp`XWcoP5p_pic{9WFM@T~A`@a*s$@SN~m@W9*{m?Qt;C7GVrqSa`5sk`{TP6S_9rI!Yjcm!>hon!mGinHx9>lYcvB&&aDZr z1+NXS1N$G?)9L@+pDX^A)%N;>98{&)8bICl?xFMJ<-Kl}jvApB6<{`>!MdqDXS_)+*V_;L6Nd8q#1{kifa z{8Y>S`0nY}fcG=-v+#59^Y9Dsi||X0!|~nA&47|~ufVUuufeawZ@_QDZw)%G|8EZt z*o*KT_+9ut_V8xzKX$A!m($A>3?Cxj>R`~S3`z{Hp^ z2|Ou089X^W1w17@mEZrT{RF1QglXVu;pyO^@bvHu@Qec(mbHnq%{qQij11G&62z$S_zXe(E1ee1FT*4Jx!}Io7-~ah~2ArE8UI1PYUI<kSUr`oBKB0lXo+5xgQOf3Q6uKLkGvKLS4rKL$SzKhd&3zI(DY;QbW* zH2e(wEc_h&Jp4lAaD4Y-GvJT!UV>kSUx8nRUxQzV-xzdU|KA)Ou=W2f_-*(d_+9ut z_8VhYPrbs~+q7U-t|+H!nONJU_euydb;~yl~t8{9mL! zATJ6p1}_dT0WS$J1uxyQKfYV0HQ>E0yd1ndyaK!;yb`=}<8XYpN;BY(?^cCZgI9;w zfY*fAg4Z5&T>sY@9I*9&U3fiseRu0OpVS1O4Ov_1}F02jO2h7(N6(6g~_-96ka*Qtny*kHUnb;bY)q;p5=r;S=B! zx&EJo2`9s+z^B5e!KcH+;WN1YpNR=)!Dqwgz~{o}!RNyl@I`SUCR_wx3||6Y3SS0a z4i8*`fh*yw;H%+l;A`RQ;Ol!m5cYl@+ByqH^iFU$!Z*P;!?(bmU@wd{}Y9&ZhJKLI}pKLtMxKLbAt zKi4=M-#y<9_~W}5;1}VS;FsZ7;8)?-1|8S`*9Qk|{eJ^~6MhSR8-53V7k;nn?)v|J zcOb6+AHW~NAHg5PpTM8OpG6O@|DR*R7x0(xSMb;HH}JRccjjjO{~i;5fPaL4f`5j8 zfq#X63)bteyZru+34g$U!hgYk!~ekl!vA^u*MIj3xRH9V1^eJ3@JR5;@F?)8@Mv<+ z`ae1*i~)}cj|Gnnj{}bjkLUOQ8QS^^jE@Nuz!Sm~!4t!iz>~t0jij%C`w2{r2~)sR z!c)Oh!_&ai!qfTvf7(xAC_Ftp13V)<6Ff6K3p_9@24;h2hv$Ijgy(|ihUe+^K-l}W z{S_G2JHd6}1Ww@$&f%iR`u>+a1I|@&4bKbD2hR^L0590KKmQkM56BC{i@=M*i@}S- zOTbIE?2qr3Y7KZV4KD*P3oi#R53c~P*f<>Dt<((oJ_bG(J`O&f>;DOua3XvXd@_6r zd@6hzd^*?v;h1m+d?tJrd^UUzd@g(*zvt&;!Ugb!@I~;&@Fno2@W5plxE#I$z7oC) zz8by;zP8r`Vei+Wt+U|z-U;pocm#YSd=q>#d`pjY{@vO$;M{HS?eHD&o$y`o-S9na z`}6}Z!zIJ_mj%kQt4 z@EiO){0ICe{1^N;{ExSP{db?hznJhJ>_+arR_ud^z$3vU!=uPO>;I^jFd95MJO(@_ zJQh4QJdWT0XK3pyFfJyH2agX=08a={1Wyc4;`je)KY>XxVKR7fcnWw*cq({mcpAU| zPx}c>3r`0Rg{OySfMcEi`M*GWKwc1D2woUo1YQ(g3|_ote|)z@YruO+ zcqw>kco}$EcsY3a#^LyGg=WAX->nF*1g{LQ0xd)|Lzm`8x#J4|Aqg9{ob!bTYsM4`?YPq_iNjJ>(`$3-|zj}p5XU>ZQJkt+P2^O zwQaxmYukSB*S7uMuWgSt3a)#&md%w2r_kL~L@BP}g-}|*~zxQj~e(%?|{ob!_Pc?u6zxQiZQJktYF^*@|MltrL-qfW9x>~! zTs_vE+aBvDb&vJOnFrz@Flu)odNg=+cno+8=iK%j<##Fn}EOmyt(PQekF=9&G zm@%bpte7%4c1*b&C#J%U8&m1Vi>Y$s$5guse42ZtVQxYT9XFAM#7%4=b(2`g+@wDA z_f2Ll+~gKYH-&}DO=+QaQ~5C0$muXQbxa*MO-zZKHm1}~7gOej#+1A1V=CMXF_mt{ zm?}3@OtqWYQZ~%Z5>v;`8dKtCiz#)p$CSA_V#?i|F%@pEm`XQyOqH7_rrPxn?_3zZ zKEo_@T*pG<5(}wIedzDY%(=@g6t1vPy3#`BDhsu%?Fhv%H*ZWGH(y9Yie&hGXHPZH z$VKWFh>vA%!I*NlP)vneIHuAq5>w?Cjj48vSt^IQ#bfHYC1Oh4k};)jshBdibWFKh zCZ@tI8&m0)i>Y$U$5gu&hQDxG`0A`^q2pGvkhqmCq;3@-`ukQj=WaC%gDI7N zxiu}+ZY?`PJh_rO1Du=mD@O`+HEp?k!$?< zILvJtQ^#!jU8O1Di+mD@I^+HL2PKfC^Cq2so2|eHx!o+(Zg(H%8aWx}_K2zD_KYcUd&QKxy<^JUJ~8EP z-nZ5L4|2Ea?nBFs6<>D5k_698>BJi79i3#+19mVk+F>F_rF!m@0Q< zOtm{|_=pkV>vOb)jyuMO{=Q?)sXNX>=8m_JyAv!F?nDcvJIO-jPPS0HQ^FC3RjPNf8Ukn#9d_}byr)++%*<* zcddoOU1yV;LhhcjP`IZpl?U+*cPE475H>TXZ7gOQh zkEwJY#8kNtW2)UpmUISx98<@A5>w(njVX1X#gw_vW6IqZF%|C1m`e9mNJG+U_l=R1{rZ0ETpkirM;*<^ z5_L37sXCgaOdZWqu8wA@P)D;=s-sz|)X^-}>S!N45niif`_SJvjyX|13lF4fXCY)N zXCdV3W+4>nW+9a7W+7DSW+Bw-X5k1rmnV&><0gwKQ9-juQ#CY8nJSv4Tpi6)p^j#$ zR7bN^siRq{)zLP2Haz#C7CLHZVI)yO3n5iM3n5cIQ|RxT*<7fag$GJCvk)p3vk+?a zvI$OVrFPrD|rDGBq*R7s#yrN znprr4&f4{3>ZqC7SfXZTDOEGGl&P6n%GJy)6>4Ta4av*lN}YanXhC%~Rg^G-2!)XBn8 z%S5HjQmR&FDN`-8l&hCnD%8s?mFi`dD)ll;wR%}dI&1fdsiR(IV~Kj1rBuDlQl?&J zDOWGERH&C(D%Hy@RqADyYW1=Q-q(NEFx9dUI%;JhBr0VJ{e4H6GZnJ%K(0O(Lg9|K zP^yoGk;)xwp;jZ?`4c;9kB_ONPG)0?N|~ipt;|xUT4pI%FSAs*Q)4RC%xtVuGqY5y znJM|_eujmPdRZ7rRLeq0)yhK1RLVlg)yYCARLMdp)yNe3`z|ooYGZQf%@@VgQ5&F-y6+n59Bp%u=Z?W~ovavs9~#g{0p6c}yL3F&j(N#Vn=jVwN)ZbxgV1n2i-` zW0p#_F-w)&n59~6Og|&$93|1E?~mQsQ6Gz=i3(YasTx^~nJQU~xjI>lg-ThBrCM2x zm1dcGfSE3nWbFy%u=CSXqHOdLbFtIm+$x%Ix1;l zBvDBVAyr9J=-S6}o|DsZ>3)RH>g?s#VZJ(y2XDOdZ`ov#~@i%~GnGW+_uovy`i- zSt@h`%~GkNW~ow9vsAmePuqEF|5JOO@XwCx*FXFFh6Sar6aJaGB>XdXY4~U1vhdH+ z<>8-|E5bi(RkHBs>Xfcx>Zp?0SfWa1DODx2l&O+g%2mlM6}oX|sZ=eqRH>I)s#VNF z(kZ=YOdVA-8%xy9ETt-EmNK<7OS$Tqr9wB(ES0KfmMYaVOSS6Rh*9)qSl<7`*OV13 zBx+`1BvmmBAyY34Ay+L6p>V5OC{@eCNTpg9Lakc%!QmS%h zDN{SMl&hXuDpb!bm8xf!D%CSfwd$FY|CVlSp`&sZMiORCv-=sh{6j_R3>C8}qZQq?m{nd+IPT=mRS zp?+qmR6(;;si9e_eMOrje05aOeCYU!=0oBunh&Y3Xp`t`p^E06`-?kX&n%UyXO=3}GfTDVSx8!l zZ-}X*dS+vZ>Y1ff^~_SHdS)s2^~}Gz>q0lqES0{Xg|SLE&Meg`X(Oi8f6y?Mv=BNf zX$t*)cbijHwD3TtiWWkyiWWklh89Apf)+xheilNldZrL=U_BgDM>orCEKxzTl&YXv z%2d!S-sGeCWRnII{s%MsJ)w7Uv z{(c=(NA=9c64f(Hsp^@fO!drCu6kyvP&>0!s+?J>)Xgl_s%9bS4E{Byj*6L$CF*6C zQq?j`nOd2pT&2uXp-yJ0R3)=isgYT#Rmeip8tjI5X4Y$}?5K}fO4P?JrRrmrGW9V_ zx%!x;LVe6qsXk_@QXjKatB*}EM>q?{w9ru-3nPijSO}@Qm_mQwxaM3vEId%?W?2ZO zdRPdRdRPdx?_vHK>kL*E3#sF~SV)O4V)@f6Z0YSMa+j>H_SpPbiXWwQn$-OsC2h1gjzSt6v7Ie z#MIHvG8;>Dv&>Sen`M?V-7K?|`(_sY-NHAskV@aoLaKZ-3#nE!dm+^m8m3|vLPxzU zghaJ0gjB68giNI@gj}6Wp}%iYbE!TS9;j5uLa2Qk^GDDbtTq->$G5SN65qx`N_`s( zDf4YCq+D&xQlXn=J`Ksr;or^Ue;!mSWcFCCMi!FJ-<4zPsFT@PqEcolRV%ZUsg_yF zeJ}IJ(xvd4F_pfTg|W)_vXE-^vV*Gd)mhhv{=W6hi7HumAXOs^AyXj>Ay*#@p->+S zp;R9Wp;8|Uq4s^uA3^7=3Ry@U-^fBrd?gDh^_?uFO!vzy<-V7Nu|jvuES0{Og|W)_ zvXE-^vP~8U&wU3A9ksGBlBkr0kgAh~kg1Y|kgJh}P^ge8^!M#0ET^<6Ba%y+Sna&<9Fg>IHvD%Hj;RjOl_YX3{jMRg3FwfZGyNFD!6 z%#afQOU#f`|4Yn}GXG1=kaGV^%#aHIOU#f;^)gG9dYPqKy-dl!@{hI9(QUIZlIRzi z3jKX2m@`$f@IbCc7DAyy7DDNNjp_fCN_8xR+W#8UA62WaevKJY$Nw5Lq{ROkGo;l2 z8Z)HK{~9x--2WOgq{9CiGo;f08Z)HI{~9x-T8(V_rNVQ+z(PlzEQ}=TWFe&LWFchg zWFh40WFZu)WFeIP*O&g!sZ_`m{I4&=5p>pG6;nrT%*GP6F-xi1n59f@%u=p4W~opc zvsC(DWBO;T^H#sc45{|N##9Qw_+8Yu;Ew+#rhiPo_|-2lLrVQGF+? zD*P`oLn{3*F+-~SFEK-^)yVpm4_}>oEp*h#!bqY<7DB2<7DA>*rqJK_kh##^vhYBu zHWosqG8RIuE*6fUv-a_rI_hFJmZ*zaO4Y?IW$I#CN zz4^tMI_hFJmZ*zaO4Y?IW$I#IZ#D%Hm zOQ~9!rA)QVQmz|kmI^g9OQo8brAp1rQmtmD6?jg)t7@34S&SWZvltVVvlvsgvluhg zvlw&rvlt5%v=~b@v=}Q@v>0o3G>f`{^?f&X)Y9T;qM8R zsje1drLq=dt+r-Sr}&@U*im1LqlpSzjHw!1jF~E1jJY~njDl{QO-N}HuprOi^M(q^evX?tM<{ddmb|KW?*j2060wJ?&Zu7!}P zt%Z=Qtc6hM-dPBx>RJeu>RJf3>RLF0PV~8A>Zq{USfa*eDOF{&l&P~>%2nDd75WXQ zrBbEMQl-*nsa9!QWz+DTEi80Y*}_Po#uh@V!luyQH?KKYSql#oDr+H>Dr+HBDr+Is zzO4DzlTL26wU9c#u7#B77Mi8hSGF*g`OX$nuF__yP-(MNsfNs%@4E)iz6|YMZ4>warqk+P2De;p?-tg^o&_M*91m!9SS;eX$h_Wom4ea@|6+ zRH(FBDplGnRVrnwCs*}_Po#uh@V!luyQccVF1Sql#ox^osnsj?PA zrLGo2t*WLF&f42!>Zq#OSfZ+CDOFXol&Pv&%2m}Y6}o$7sZ?3BRH?05s#Vuk**`q@ z2Q74T11*dsDr_O7Dr_NSDr_O-Dr_MX>T4mCs%r}UeNUQeRkd&g-GF{NrjDwbjU}pT zmQqzUOPQ*grCe3bQlYA5sZ>?7RH>?2s#VoO(pmdzNJFyD@aOjOXJewGW{;&RYL+q; zHA}gQnx#TT%~GkNW~ow9vsA07g`~Ci{g^r`YBrXrs98!?)GTExYL;>pHA{thnx#@T z%~GY7W~o+53rT12moarz(QGVHL$j2spjpb)&n)GtXO;@JGfSn)nWakI%u=mt7Lv~3 zpJVE%nAupOUS=s(EwhxVm08MF$}AP?WR^-*GE0>jnWb8VEF=}|e`D&Xj@ek^Z=oHj z*IDZCp!wkcPCy9$uLLOc_vz-Df588BfDruO1_;6bWq=V!g%|1Q7W`iY2qXS)0)*iI zB7j1F-`HmVmjJ>8{_g;U;QtCh2>x#Xgy8=IKFwYCA0F^; z{|_Pecg*}l{x1N8;Qsvesgy8=Iz=&h@r%dht;s4ZWEco~ShY|nQ{}B8;|3mO^ z{13su?>_|pw*SuY`cq~y`?vg$I6;4$f5(3a{tf>j`1kvV;NR{af`7Mv2>#9f3jKX^ znf)96!vp?({vm|7`5&VnGdflEKL3!y8~sBH@AMBTywyLXOl8aFg}3{MvG9KXkir}O zLkjQsR~nMm!~2i%r=@?xfA}|b*Ll8}5_K*c^KbdLKj%fBW6mVZnBE&rDMTmCKixBOf3Z}|^Nr|OC^ z`8WOBn19#5CI7a6OPTJLS@LiFx8&dZZ^^&;-=`r(HT?V&r(SU6qSi^V$;tX&=tLbU zrjG6^+gPGA!&0hK!&0Vm!&0uR6ibE94xfgU_JD38B#G5<;odC4@?+i$Z_j(BU6kq_2)HeW#D9qtnI45}hxWQeCB3%5=_H z%5~CMDso$5N`($5N(?6-&9!A4`QURxFje zSg};;V#QLe^GC^_$+?A&?k|UtMAs@Iq`FoKA=9-=2)WLk5DJ|-A(T3E6#DxXFxNV3 zQYYb<3tYb@nDYb+HyYb=#IYb;edYb@0|YeLewyi80Toi#R= z=&Z4n>a4Mp>8!Do>#VU<=&Z3+>a4L;>8!C->#SMjitzPW%|b`#Oc+UY%7l>Wq9ue( z*DN9Ax?~BV&=re9f8V<1N>?l4fm#B z?_H!bsVH=*Vvm)&RIya)QpHlOOO=px{%#dhM|YTQEYZb^rBrvAEoHi3v6SnI#ZsY5 z7E7hBSu9n$Xt7l5s^x)e!&hf#3msjwgpowoEFq-2WCACm zmn~r=(N#+bsV-VV$aKvTLas{|h5o+N%%v_@!UL7ARzj$Cv7!*}Kc5*>M|YTQEYSsv zrBqiemNH$kSju(HVyVzYi=|RmEtV=>wpgll-4c@4;)`SI=)%Ru5?#1hN_F94Dbt0E zrCb*-mI__CSSoelVyV)Fi>2CMxZEDTKDuu4p`&}vAte5~#gC-^y2XdgU$@+@FN>~Q zybFKb;zQ}LTYRYeb&C(Ru3N$pv;yB2Q%CohZ7k7+i%&!HbofR$=}gKqUAEX`xh`8Q z6}oJ(RO+(DQl-llOSLXrLelyBKujIoX11|J7cQ1kUAb7wbm?L#*R_kKLKiQVN?pBJ zs&x5csrGl9@6~_KFn_bzhmOD3>_g&jHT#hIJI(j%i=x}i-nqZa>_g#iGW$^ad(1vm z{uZ+jwJux25wz~U5>rQ)EjE_u4zs0H7cQ1EUAS1vb>U*E(1nYoQWq|kDqXl(s&(NK zlFs1wV(RF^#l{j{xL8Vc;bJM%g^Q(J7cQ0xUAR~(b>U*E(uIqqS{E)_<>wqF)gt^w zH+FRC5=RqVyTq94;w8pRS1&Qc);PV&Z6` ztC$#5UB<+i={hFHTo*Di7P^v&vDBqZjFqlsVytyBV^R08{^`b!E@$FsqU)I$Q-6E; zF@0k*e|PyYy%>g=3l+EUK&jpqLZ#XkLao*|{X@1sj}}u$tTQ;C z^)^d|dYex}(sKB859v%wE44OztX6AVuVJdAQbkx~GNL1NENY&Uv$W+)u$ko?E zD0FcXLaDwMLZ!Z@(BC(u9YN>zR55kb*TPZt+ofq@O4ZnGEK_B(l# zs>Wt1)3uJJT&>Mgp=%vWrCOV%O0CUOt=4wXE8)2>W}&0b7Df_Pwh&S^wh%HEwh(gl zwGax`wGc|RHHH4Z<;=CezIoHuWL@8c)bZChAtnC$CZyC~--ML;>zj~re|-~D;jeE( zD*g3MNR_|738_|F3rVN(S}}Fh*K90NVY8I#7PF;HrOi^V)@G?tYqM0UwOOjv+AP&- zZA$*Nzlnv8ZZLR#-zt1z^P%*8?Opwcs;qg}>T2N#I&byfO#fe@Ultu0Q{vy98OBoo_RNqn z|NhL7a&Knp$|QNYvCUrD|%HGBq_z zxtf}#LRHODsjg{e5lpb!Vz@Vo*Pp~P0hv*7Q?pd6sadMj)GXC% zY7=~}gAG$r3!$T)7DA$$7DB3)7DA?y7DBF$7DAzW%L@H{*O@CdwD3T!hIZ1|cGixF zsiXG-*jS>PW+_!qvy`c*S<2PaEEQ^MmP$1>OO=|MrCPU`L(*A$S47CiHe$~R87rNrmAKsS68!CsH<5j)zvIj>S~s1 zb+wRmE&N7I9d$JuOVrgYrRr*yGIcdexw@LALS4;Lsjg;OSQkn{ENQhI-C1q>iCTGo(_@ z%u=OhW~o*)+xgG%Y8}f$N4+eJB&ua0q`I3HLZ(`#(BC({xlkty50vU;Ayn#QA=K(* zBmT3qd6JkqYGpQ-sFqnu)yphpDrS~)-AS`l`1{V`Pbt;SELHyAa~P}r&1auSmS-e-}DDTKe12Ayxi9bV#+o5&d8I`shZq4;_Ca z+K0s7i2hGs4c& zOVrFPrD|rDGBqOp-??j=cp$5>rRb%*GNmGfSzOnWaq4%u=pqW~tC! zG)twrnWakI%u=mx7LqP|^%tD|(UOk3nWaSC%u=duW+_uQvy`iwSt@iZ%~Gj$W~uUj z!8!bSwHn%piNn`txP^`yS{O;x&_YPn&_c-6&=mUn&M_CNXW@ZT?JR^! zOVrFPrD|rDGBq;FD%CSfwfb2|I)k5xsiTHwV~Hx7rBofwQl^q- zDOXFgROpQWmP)lWOO;xhrTYIoop+!uRek+E7f?}=04g@hGtnfVo-=(01$|;6b}We% zd}!<_*Mf=&K4a`47|e+MsWFPN+{7e?B*bobL$yH+)e(ST=KH;D5XYYOP znRCy(!>rk}_gYeE)e-)FJ_jrppHI7%K=VK&eP(DS&kUW^nW2|BGYryZhEdYYFiDx| z%6{~Iqh_FtY9yJR&bC)D>$-XGl!U@(So`Je`k#q z3pV|Ns%F7vu#rwH*s@?Vy&VfSgFOp2g98gTgQMhH!HET%?$v3%y~c_Ko9V4tuo-Nm z*$TES*i3K7g3Vyhg3aK-g3aK_g3aK>f=#2Qu79(}iUphLty!=cY*?@vY+0}w?4;k$ zzq!t?rk8#T4bpF+QTi=3NxzwN#_w0Cl735HE&Ud1q~AiV^joNtehc-QSqlwPaG_BW zE;OOxj`H7|G~7}8dy|HvU8CWE1`P+aXgHvghBNe;Fu$zPo7|Yo*@u`cCRC)JwgE2C28uDD@Vaq~1X<8uH$x@uW~e3I z42_hVp_Onmbkc2xUQ=p<<>IKcN2xXsOqxye5ph%mXG)TRLMya>ZB=u&}b$TdNNxh}7mU;^{Qg5MF>Mhhsy@h(Ix6mN<78<4ALKCY9 zT7N$~0~Kos=&4yk(CT-;W7;jt2N>vBJplA99smZ`4ge!d2Y`u{1Fimgb!uznfT?0; z%~Z2;z|=6aW@?#PGj+_YnR;f{Oan7(rjeO7(=yXsY1D#YNVT~LA#k+#G9$pQ_xV)q?-E% zX4On1(`u%Pc{R~St68F!>u<%p8e>|lrFk_|!@QcQWnRtHF|TIonO8Fn%&VD3=G9CS zPeG6Mx1*<^K*du~pynwk(C`%WSpDXD3QD`CE5&=G@HO@?K=xq(roFg zrP)G_G+U^ZW(#%FY@uE=YoS4^Ei_8Dg(l6cnRFTcmqL}aTl#8=w@@SX7HTEmLY?$m zsF!{V4bpF+QTi=3@f7s#{(kfj6sULxdUyTqdH_nh;rS=f^7s?zc=`$SJp2R(sW!tX z(Po&W*?a_DYd=}2l4eU^EzJhu&2jc!IHy}Fwv2UBY@uHBYN0{%YN1iGEi_5DnWV1& zt57B7mcCljE!0T6g<6TXP$%^k>LuPngS1;{lynPCQf?-l!Iu@Pq}$S0OSXj?skTrn z(H82Y*+RV}TWFAC3yl(Np-Fnpq%-&jg(|7F^wkn;p+;IQ)Jm#_Iw`eKFQFD1q|-v9 zWLjvFN;Byi{J(`NX|(j!l4zku3N6%1poKc=vrsR278<0^LZif4Xp%NF>1@8LP{p&( z6LU7}VW+8)G7Ggl@N{3t6HimmBTv&HWd?0b=Gjvj9hF-I3hJnpAyw502CRi>GrubYwq);VImcCk|EYwJqg<8q7P$yj$ z>ZQv9Wuu zT^1Up%R-ZMnMvpGy$V&*W$CM>%R-HGS*VpR3w6?EpXS4)?L z8tJl7D_s`qq{~9R=G8)jlv!w$G7C*oW{Xq(*-s5r(q-%}`;tH{QRbdT zn#|Bjk{LQFGDENFG{YcGW*DW(43jjOkD#;m<%KG#vh>xGWe`{3s~(>#@P%cplP=4v zdg-#zAYB$3rOQH-blKu`|I5BEP)U`!rHNLchX}X=%vRDgY=kTlpZro z(qle?&f2#Ys-(!$S8FaU)JT1o@f3($4Xi(R7;D68fmdmD=il4 zq{TwL=F&og)L3ZLTv}+7A~Wf%{cxd5nk;>_L|LejDhsueWuZ>GEYwSvg$C)e&?sFN znlzWTI9tEaO2W)gNtX$hi_fLqNRxS>l_WECQe=i+g3K^Tj~PbEF~cM^Ch%GNrDsFxZG4N_yFQEDtSNsXCw)_%KCB{i15T52rRNR5SBsj*Ne zH5Tfn#zKSCSZI_Q3r$jECf)g7QK*s{OJ6ND7HXu%Lao$TsFNBC^-^P@L24{CN{vD6 zeYol@&dimxn8$SI`|Corv{?EYX|Yf%Ef(se#X`NbSZI(IJLviP7acW8W?;|2`7iLl zv8KoXb_^KUFd$eiG&{xsn*|K)6)><>z%Vc~#%tIrU|^@f&KLQ84+yYNKt0RFfoZcx zz^`D7fPozX1~v#7*dJhEdw_x60efGpcR7^8r@di-y#elFZ-9Zl0S5L47}y(NU~j><;Yc=yMPv#)|01C1bpdfnz z3bGrZAo~FdvLm1%djblM(p&}E84%R;lpLCUw2Hj}1=$=>klg_V*&a}k{Q(8pAW)DU z0tMM3P>?+WL7lqtZ1&OgL`kO2LAD7LWS>AmHVPDEr$9lr3KV3oKtVPO6lAwRP$%(y z*T{~6(#xI!aG$nmw9n?SWA|$tcAp(|f&K^9u>CAVB29=bXd(8Xh1i6)`$GRA$m|?o z6PkfdXoBV9+G!I-;{i6I8Q6qoU=x~wO=t!-q4@~90hW7{KGQ~5%?Dnf|7B=l<@L%K z8`1JAcA|yYiWXuoT8PbPA$FsM*p6n>h4`k0DxF8^V^3O$O=%%^rG?m*7Ghsoh>d9> z@@PVAPTPL1za6Xy8J%A z5IHpIBZwx{=pH6S7)^*Ynhnt(S%5&2@yvVB9A6SAWeuwn#Y^s=FHW5Y>B8?_Q98HKknh=3BArfgqMAC%Fq!A&~bvFZ$NMj(7 z#y}p8fjAliX*34HXbfc07>J?~_-=;Jsq?a%e*2&_Ekq zKc9Uu*J@H|GDZqbh!h%=uDqIB=H0Y7T2sp=QfNY?(1b{#36Vk*B84VI3QcHaYT55X z4vk4?@Q(|TLz6yoXhP)Bgvg-@kwX(AhbBZ0O^6(t5IHm^U4=EZ%yD%)tf^%aIW!@1 zXhP)Bgvg-@kwX(AhbA=Yc4p^Z-j5_2lg{RiLL|}9w=vc8?e^+h*15c286$@#uP28l zL=H`e9GVb0G$C?mHb3USBdys4D%NZQB+(d1q7nFcKLg~@cz_%l135GXa%c?X&1g3jNg3XwyTK5}S6DKsHcXhNjWgh-(YkwOz9g=Wv^{OueUAcw|1+KBN#SH0dLSCPWHN zh!mO-DKsHcXhMUgmP6#wgvg;W>70FJA(Cj)M-)wnESeBuG$GPxLd4O8$fF4nNE4c* z%r5zgzn{|rB+{s7xp-3Aq|x{lgwYttqA?IfV<3sfKoE_A92$Yo+A|7~Lz6yoXhP)B zgvg-@kwX(AhbBZ0O^6(t5IHm_UgppK+yFT=?jeW9&`6URNTM;2L?c)(UX(UDG#(&_ z#y}2@kD#;m+(P8gq>mh$5IHmjGvGzNlb z4CK%lh@ml%LgORotkqU${*86j)m~>4DKsHcXhNjWgh-(YkwOz9g(gG_O^6hl-QV|T zmmUL1p)u6xF?t&G7(fntLZr}yNTCUJ z(qbWUXhP)Bgvg-@kwatBS^Kdzao>bsD|Ic>+y08X0$95w?uYX(r%Opc)QS6Ylur}-*rF;k5eGbwbY zkYZ;FDR`!kqGt*ze5R1%X9^KOQ|)`W?|a8W1kj|90Gbd1G$8_LLY>rDhya=p0W={3 zXhH_s)14PgG6(r9X2%a&JJ7XYr#z5+ffzTO&?|ZcX(?sx0h~$|N z(K8{kXF`O}gh-zW5kC_meJ)S5IwC3#LsM9*Z;EGJp&LvV<3CRK=h1(J48+a|mWwmfcH|77Q)lg2IhM}avkN(O#-om%F*$d}CPV;Dhya=p0W>21&+x7Q z@iXorea1lej9|HVciIHcc!1m)1FS4LIlv5blv@6Ap&U9M*vNT0Gbd1G$8_LLIlu+2%rfOKocT>X7g}=Kc5N^ zKck-I;xlOzJ>yr9JYyhu#z5|jf!G-XsWS#bXM6-*cfV-b=&N~oBmLh(3!T4I#t5Ft zt4N*+5j_(kdnQEqOo;TE(1b4IUqENDbeV|&nh*grAp&SZ1ki*Cpa~H`6C!{nL;y{Q z02-6d;2#zufF^we(1Zw}2@yaOB7i1D08NMhnh*grAp&Sjx&}*^@q6eR{EI>a(4>z5 znh*grAp&SZ1ki*Cpa~H`6C!{{|G!99;nn6#j^e~7fhI%(O^5`V5D7FP5@pI&GzKzgd<0#F>q2DE zq>l`m5E(QfGH4)D&OUt<7jP12GDZSThy?h+t~#y#ZF7>J=UkV0c1gvKyPoEZqAF_1yy zqv{mCcOf!p(nkhOhzyz#88jg>XhLMrgvg)?kwFt8gJ$RCf7u5GDhV_9)Y4@JQfLgM z&f0Z^FG#(&>#z)Xu``3lYph+JYG$Ar* zLS)c{$e;<4K@%c_2EvWwh~qe?oj}94qq9~KG$v=zm>fc5ate*fF*GLU(3l)VV{#IW z$x$?>Nz&}HyZGC=C{Rh5xrZnk!E*8Tw27hd04X#ELTC(R&=`oIF_1vxPpq@{-G#`Y zNgo+BAu?z}WYC1jpb3#d6C#5qLV-4oyLVXbO@qa@GEM0vnx-JxGzAH# zDcDK26(pXfAo(-}38*PZLQPPY<;&MdLQUxw3f+W-wB%!7t2{i>ts3}N7O;G;>`1Kk|s42Z9)D$G4 zrXUG51xctWNJ7ox0s2!WpvFKxjbORhXWo6^{6ApdLd4Ugk9?XC0W~2KYC=TRgnCw` z`CW*q36WD1BB;hBA+EJ)yiT{$TAU`@80z`#`|AHj12HujBc>)qOihTGnh-HHA!2Gm zla$@=hxkmrVStz#_mEN}ST1goHVHKzAfU$3OVAmJr!kODV<4QyN09WsSs?;y(nmr~ zh=`gH88sn7YC@#cgovpLky8^QsAjRtpZ%5rVrtw&N{xY#8UqX#}3W?h6r5lRolkLIl)=TIsnEAvGaVYC^=+gvhB05maN+$$tAn1l6REpqdat zH6em(LIl->2&xGYR1+eoCPYxp?mzeUb63D-g0zXL@c=P324ZRq#MBswsWA{!V;Cjq z3V&LAvGaVYC^=+?0$kj`;!8M)VPO?8UqnE1`=uvophXmgc<_@H3sr&1k1%U za|B(t&n!edjgKl1p0f%OP?J6qYC=TRgnD+=@H>vg)P%^X2@zCd(pmewLIl;MkD!_m zK{X+QYC;6ngb1n$5mXZ*s3t^E&Em=aex&FCVrmSe)CjET7$Bj>0|e9<$fq$7Ph%jR z#y~iYz-R3%3lUJ0J`!p|MAU@Hs0k5L6C$N1L`+SHoSG0pHM^hY&;F(WF*WWXrN%%= zje(3B0}(X_5^4nA>dd>4PU8W>X?z4-jNeg+c$)N)PZJ`bCe%vKg$St$kx~;PrY1yA zO^Bcxh`s$+J&CiCm>Q31fyc##h^a{*F*PA#YC^=+govpL5mOT)re<-bznu>NP8Fn0 zNR0;wsWA{zV<4o)KuC>&kQ&1%EoUI6#z)Xu`-wut)TED?nh-HHA!2Gm#MFd{sR2&xGYR1+eo#-ua&>xBraNgqKq zA%bc`1l5EHstFNP6C$W4L{LqLpc<3T;O`eAs3v^`)r1JD2@zBiBB&-rP)%r%Mhg*C z6C$WaSKy=@YDHR*sG5Rg)f6PGrXXoG1&OOENM21r0&5DASW}S5nxIs;)~5Mr+7+S2 zX+ctJ_B>yIZ3_zj*VqWKX}~?~88EPAz`%|H0~-c*ywHEMvUq->-bMb-wAn6TAhX86 zh5-W`1`KQ%FtB03z=nZ6FVedlH1Bwc-}T@CnKkZVw}64o0tWU97}zRcV5fj!xwui< z>=N(*n*{cpeo}m1ScZauHU@;)7!YD(K!}Y2 zAvOkt*ccFEV?cFAi5MpCMh>ZauHU@;)7!Vqy!a{5e2(dB1q%-%9 zg~+W*AG-rWY!3*rKOn>gfez%$i{7Gh6Y`q-2f zVpm#-ZD}F)rG?m-7Gh^wh}fDCyVFd%3hyYy{LhMlskz5mEpIV5G zY9V&2?RmYwpQ8ipRC5nI)eP)ZGZ0#1V6U2Bxv0`+r2jcFnFrG?m* z7GhUgh)roB?@4>Jza8yJ1H2y%@NP7~d(i;zM0>No6zxKz?LBCKcc1~@e+IDo%tz4q zt9uvzj`X05Xm(ml50XF*Mvx}36Wg0{Vsn$e;FXR#y!N=2$qW%q)lXv2S}_j5Lja% zuf{-Jje)cpA3=A#FEz0^`s}x%qKT`?7$J|;wHO^DQ*5V18O za%)UFga5e@xi#q{wtLTzaR^&%0>;=X^fp3$$*%QL|-6%`eV7-mmiC>FvIh+J8B9P!1D8 zeU10j|5;a;7O1{npuVg?^Nj-SHw$#%D$swsz;Jni@jC^k?*^LH_X^Ya4jFA8+OEYSa|!0_t= z<8KN~zYTP&-xa8?EKpxnK-=GTepp{%t35E(Zew12MBlfzzt9}^O&zuQh4ysyc`w7) zpxk<+x@Ky!kJvqz>A}|1k|8nC2wO^l`n*N{WeENicm}!xBt1 z8|fu#E4f7Nw0oanNhO+tgc5a>OrlOVo_Bvj!#APm&2E}nAC}r^*ZwCpd_k zuPI&XaI<;wDGh5jm*%AX`kzu=X}dnP(r$f*wOgNNqs{u%R(tiS-BI)IPiy$-G>2QJ zj<-skv`hap8rClT&+um2q))B2N1xi%%5u?glV;bZYC)-ohkoA6@Q|jY@9xj)r&d#H zbqsa6xJ{bPZByH0Q@i8louAY2?a~}>pE~YLo$fF%KCfY^n$Ppmq-m(N6b-ex^SqZ~ zi5Z&R390>`qz-pgl8c7#mgaQ#dFL1Ovei9Ot9w$Hi+iQn+&i^BF}0I``7aIMH_hRG zspI`qr$3$dGW=&0eY6Lp)(=c=9yIU%qJ|%wX7`ZP{-LSENvWfjGXA$-_Atd_@X>aq zR;Q%a52q%dMZ@i%r@MP(YX7Kto8d>NIX)(JdhERQW!~*^)a63X-!$t}QyaN{({7(Q zZ+=C?GW@35%kG;x$n2XsK6$Rbs^O>1+h0|4_0-hr^wj!k)aByoX|~Tu?aoN;wLehSdIzb9K3f z-<0O~H>uN`=k3dRx4)$>7jH?kersxTQEL0PdFwkG{<}2$x2F#8NFCofZ+=(9S~~bW z-b^b8sg)KEQfsXn{GNujZjffHWrNgCs|Kn4KhN6?YsnzZQ7ZL#g$LsmsMj(riDP z+I=jw|MK{D5YLZ|c%Ltp2+|rFDPqskQ9S&}h}4q1B>4L#H)=hF(kl41-qu8AdJm zGfZ0V2aKz47O1q^&povk`xzRo^)s|u>SyS*($COqp`T&UIzPjxWqyW9tNegzrA2;* zN^ATKwU+o98m;g%v|8Y2=(N7i(Eqf+pw)fu8MV02F#TM6MBU6T~q(NH4Rs;X}oGpla}`VLjM3OE$sV+{sFYAk7lhkebh!P`lzj}e1556 zE#{-yYbhUf&_X`yxc_|OuQYtE`Ji8`xw>|0b)D4u0P1pa-89<+Q@h_w?X`H1VHuF{ z)8iqj)Ai=_f5W?7pSoP!AkF&F)JA6347bXN`>lrMV@9x$)Jn_qsI?a7F|3t&G+V99qjp-AN9}JupMRx>wIGk?_=l;JED^6#dnHH2t28V} zM4Gh>5vh&*5UK60UVhLK%Z0oUY4x%~qzAKQYbg3;n((03n(m-By7V)w znGTv-tK-^ho`d$FOaF$3HN`=5y6wDkAJx^dsg*AM`)K%fX*Rb{ZFi=2y7cd>;p5XB z?wC5>DRt7NpW(Yu^wCa8t^Xvo(WQUCBbNK$ZR2YG@5uSIUtNFS`IGw|akGu??s-jr zkJLdr;Ocs-d!;$udtO|F&v{~MB^_`L4Qm#I?nZMM)K)VX)J{5pVNG7p95i)79W`-5 zoumVXkYisy%X%3H19ZyZ2o-pscj)tE|(MLNiwcbo^o-{8G(D0Mf z?4FX^KQ(nYecsFP)6$$Y{cv4AnkFBp)frTtpt{+dnc6-pwL5Fxd7y^RPIGv6>bN^~ zdd|G~Jq`Z_MQ`@p)cP+|o9Csr(gD2e1!?v#Oda%qlphfF>? zI^bXppO94iRfOnG)V3~;a8{G zzb18fZR#i;aD5HGey(o7o9#)h-jG^L2i!oz+FZbJ`!}iGn^Sw~0EXX^=J?js>7se- zP~J^C;7|?!U7GdVQ=50Bw$cGN)bP8~?6*>fzfT>d18$^Yk~erWf;UtvayL|K=>Ue` zlV(fmhPpdKH&lD+fE#O=#0@n^0yk8r_s*L)QC&#~+(g6gPqW^e+I%3jl@7S6hCi5Q z{~xKthf+uB0ERy@Zym;)eKfWDSZXaDaF~Wak!JhJ)b3NMy>!6g8vab0<0YxnXO(%u zyGaKeq2bS`S^sBh^M%w_I)Gv60AAfo22cm70O}|aK%KtAN7cN=>Z=8+uN9~-Ezo?u zKzmt%?i&UAZx$H7W#C5qG<|Wp5x+bm?dm%Ps_z!4zgM97eu4G}1-c&==zmmT_;G>p ziUQOB1iICBf$Ap(>Yo;9epaCU-vZsw3-rGzF#NK>_^SfbuLJ$+HwCKS7N~z$pt-U@ zdsPAL=h?aiU-2S!*hn4snX5n2zreop_8)0@wO?v=_0;+r)aBxuX}0^PcGpVnuRU-5 zv4*dc=6FErbX_G-@NNfElV_o3eNeiagHzi>=IUq-UoXx6`l-VWQpZE*ZH8|+Z{3nN zyHRR&1o)eKS{;hTAm9 zE_LeX?TU9BsLREeW<8}g$E3EmnYU^U-!{$u*wo>;)bV!nW~1TT%gvrQ+nHM3A+CQpwhv709+cWYc-|T{{E#%qho(*^&6^YN zb~4rb7ireJ(%qbr+CF@)j?wTV((JW!k(UkHxJVrzHE%Qg=y~flyxC(?tH-9+kE8mg zpW*h@bazik?VmVr-d4k>r8#bEIJBXu|< zb$sT$b)1IJoHuXBn>{PFIxDq4o9df>hTGlg?w*s{|HWM0Uc=8#bJR^gFPro@;r6`S z^QnHCK(p4v1Ztya3Dow*^VUuc>p=p|Ue6Jz!?~&BOXtlyX!yLjI$qtY^HZyrrPhB% z^-Vv+?aR~M>877{KhN6?zaq`?!qn-N^VS`Cw^vae%SE$RDi^hRZEE|vdGk&hetnw# zp48zDspA{x>dqQ|)4Y9W-t2EuE8XG)LX^ zQ>S;#n8CmBrk^@}V6N`2y83@qF7|HL|B>2!D7F3Y zyv^`O((FH)I%oqRKRteY-nxf|KQV9KlQ+}OKWg=<)cVs@-}KYnUXt$av#I^(=IUM= z{(PF_f2K}fn78l6yZsl{j#xD7|4w)FrPTJzsohsn`>&=BUrQY?O`X2ZA0Id1mldeK zQK0^2f#zEU+HV)=E-%o3r@-*t0^|1zOy8e(A9;kHxvW;Qz6w=8TvPp{H8nq8Q+vgl zI$2-kC;II*4L@1asFg+;owU%%RIRkmC{+D?O|@1TrLXzrn%ZBjsr&Vs`roW+`0bj; z->qrV@*=-Wy}D{m+BmZF&-m6g=}&DowD?>97@G8_*=f?B+H2CEI$V9;%dpI@Xii%3 z{Xo^#{;AcqsP-VGySYxf+XGU&>&`nLq~Qb89DXl#JScTKcwRhM!H-OZ7y?T*y$ zX7l1C4gY?c!ylxMH&2~zG4Ewqll~{^O)E|MQ)^B7Q=6ma-6v~Ulm0Y2P5M)NP5M)Z zThBWmrr~9p(@JYa)xD}xE8Y3;(y;FQ>27rAPi=MQPnEmdUWRq&Pjk?nKXufdKXp20 z-hGOOHR*qfnw2K~skJ8ksg3UZAFg3d`qS(*=}+x7=}#T*FfSgV;p5Ys?l|v#gt}LE zO09I~&#>27rAPi=MQPwnoiCDR(dTbhGz_URsVvrnCLv;Rm9YtsLbYF3)`r`DSE zr#8CTf0Twb=})uMq(8OSq(61g%|63_mge+;dH18$y?S73^&qNm_UUePvrlbxvrp|# zO6_(1e~ezHn|-=R-Rx7RQ|9Wisw-XpAFJU6U$Zl-omO6_(1KUKp|NppN^>U8?NeJby!>p#O! zPqThTYI8N%;kuK%ZL__=Aef0^1n zFSUREyv^_n(i~ryI=yJ#+T`7I{omBECjDvF=cG30rnb8NKS{&qrP-gKI=n1()b;<# z8oprOell|DQ)^xS8Gc2Y?S-k`D^q)2|DU4aSEo6?CUtu4y!lk#P1paYYFLy0 zH0wR7%^Ol%UH?zl@SD=?HR;dGhBv2-n8{FZs^X}sB6Q>%+oYhC}JreWReGu*yC zwR=Zuuj~KQHT4%ObzR1pW$|IYWIQEUf2IKHT=OeN8Rl6vgt$f_L;of zhpC?Qr&)hA-Hj&wX}7xmKTE@!^rzWt(w{nfDs|NL|11rEX0Faw_v(_=N;mtoYhC}( z*065&X|}rAr*^v8r}n!3Gpw6^nxk&^sgrK@pP}n{yVBjhq0*GUq1KeYq0yATq1BYX zq0^MVq1TkZVfaRY@tXyvZw0#5w+mF47pOJm&rfyDcMG)NE6{1m-$T8o{0)Pq{0*a~ z{0)<){DFR@DStzyDStz)DSt!rlLGBe3v@p#(Eo3N;pYWL?dJDSO}`8bt6vqUeqEr} zPJUi9G}_2-Xtj^u&}kdLq1P^cgEkiIdA`2vg%(fpCF^qk0yX!UE6TpK^be+Keww=2 zQ?4;@Q?8l8UX%PUR8yCFidIJQBhz)}%V=tf|3xa-rKLAIaNeZJs$msP@KX-XV1LM5 zy;#lb&ATYqPw%9wJk3MrZ3-)eRWRk(`!%}8)4a*NMZu3>y}jo4&rwrXc*+s;CPg#* z=V)-HnSGkNzMre2iG6yTKbUvX)Vw}LS9gl0^%)#k60D|X^(jZqTQB8}j;3;Ne;MUg z^FimS+&Y8pa^9r5N>hdv{u%9Ia~+%1spS(hVbv9=ba8i2JrvL+RC?N}KzB@m{x*gU zIc>dPzxY1Qcx)M&jtjJ_+ZCv8U!dMupt(bV_V@ywuJ#u{ zx6(D=P~Ejat;@c98eR7dtuFkA?w$pDP4v5GxOai^!~)ZO0{!Z~1*-cMsPAvs(2U6I z&pYC{efm~^r?1fWD_J`0-=g1l-bGV?rxcm6(mUx7m8Mp@U#PM_E&UDZ50&P%=Pin+ zr0DJRhx$r2rAR3UrgzjIDoy>NQlv*;r6LoFSMo;sL#3(bP!yR*(A((`m8SksU#%k3 z2zp2Tq0-bJDn)ZquU2oRKh)Q#sXtW85$SEUj-96dP$@S{@9_I`^;$Lchf2}nlh^7U zR{Be&`G@mmZ_pjdiskDetnEWAVGpr}J;WmR5UbcjEMpI`j@_g!2&+P@V^1IJ*h8#i z53!Ct#5(p6>)1oAV-K;8J;XY85os50uzuaZ@^!)~<(GyB=cgdWf~_A=a*&v_A5lg;=|uKGv>> zSi2r#?Rto{>mk;zhgiEF!r(rH!Ts*H`1_I21+cd_;BGIl)MWr?dk<4`2Hb#`dB1YR@f%wSD^Vwhv)$AHv-}WPAI6 z;B2+My~+0WCfnPaY;SL}y}ily_9olgn{01yvc0_td;4Ag;P2-GV7YjC+L+sW0CRf- z=Jp26?G2dQ8!)#wU~X@ivR0|-eh}wlkM$IwzoH7 zZ|`^3zJ#|F!rnf8*xQG&w+~@&AHv=~guQ(Td;1Xf_95);FL{r?7Wt{Z$A3Nl5Ww8t zJ($}YFt;~!T8V4G+}?n>y#aH3!=zQXK7!UY|63vK?bC<7eF%H|5cc*V?CnF?+lR2X z4`FW~!rtDboe9cM#^S%0hK11Q` z(i|RuxxE2%djsb72F&dZnA;mLw>OO1P-wv3-bc{7X06xdvukI9R_vOvw+~@&AHv=~ zguQ*JzuMOeVQ`;54DLf1+?#X`f2$A%_vypnK7_%22!s0&2KONh?n8t26NWIj4`Fb> zb>2;my1EwOU~#`@Ozzi=&Hb7&x?eL^_iM)Ne$Ck3uNlMpHDh_dW=!u3>)Nb^zWEH= zAE>pyg|WV0Gv@be#{PcI7~roN3;Z=>g1=^L@OOPg|3Vcu_#&>=8v#u4-BW8rl>q7G zHV*g(4Db#3-y5*MH{gD6!2Dj|YxQ*sVSk@K{O>~;;D=i6r3zt!AHoGcgbjWOAN&wT z_y>K`pIsS605fzz<=9AHoGcgbjWOAN&wT_&dMg&wfGx8+`ZRf^WbC-+%|c0SkNs4)}sB zLDswAe(wRy@ArO5f0a73bxUHx{yv2NeFy{m5DxeuEbv2k;D-k3wh%t}A&l@%I*YYB znPcc2*7{@0vZZVNTiZ6Q4HLzv))aKR5@gCD{NKZFtf=B57Z zX9TdpcMmT322Ah`c;Fkbz!zj?vwj%+dk^4#Z@~QCN6=aO+(Ovjrw{-85C-@m9PmR} z;D>tcp$cJx53&C4eP7ZUDzB__GN!BZxrMO7_v>}mo>vGP{PbaiAHoJdgbjWO8~hM9 z_#v&%)H-PWo|+QE+kqf*-;LKZFl{2qSzEXVm)x z*xAv`Dg)qWT zA4d2gjPOGk;fFB74`GBK!U#Wv5q=0Ge3Q=L?-s%cKYbYChcLnqVT2#T2p{4R+7UnE zY{dpYW7yz_u)#O!4E{+WZ1B^E4Son4{17(yA#CtN*x-i-X|oVU_#uq&O}a<^Z6S>C z(}xj$2qXLuM)+Gl)!)c~5q=0G{18U?A&l@t7~yaK(toX24`76^9xu~k02_S20vmh- zHu#2K8`}*S;Ttf*H(-SCBS>HWo@ryM=6C*7-=_l34lZNZ;OAA?;D(QjA;*$y z&hdq6sWBhFZKTFR_Q3Z~*aY8X7ktr1s{n{A^;gl_1>a+~!H0DA-aYRjqxX9hvJJjR zZG&&J4Zg`X_$J%nn+EAJf0E8N`0m37f9sn5cK$R_NtL+=4}1d__y!#C4H)1HSU2W2 z=Jy7??+sYr`&c?>A65wa`}E;|AHo1XgadvE3;Yls_#sU2L%86FCMhzLuE2Vx%Z*2;YDaz5yeAfqho_ z8Eo)9Fi4LXM(HsFM)s&;Mp_=u)+5L zHu#2~*))bQ!Z%=qZ@>s&VBM_gG!sVnA&l@t7~zL7!Vh7DAHoPfgb{uSBm59X_$Hmf zZ!Uxpe)=%N4`GBK!U#Wv5q_v=K8?@UVuT;U2tR}o{+=89`;j`kp}q~NGuqhT8?eDQ zw5T(NFv2%rgm1tI-+&Rm0V8~l;Je*Jj`Ym5X4Ci_(#@JpGhu@t!UjKt4Son4{17(y zA#CtN*x+Awm_PXk1DN2u2M>G$7Wf7n@C_K?8}Pq3V1IAG{a(P{b{|1!?WYQ1exJTt zx-5hNeh3Hr5El3$Jn%!9;D>O*4`G9E(pC41g(_y#_*Qh?)ohvxBm59X_#uq&Lm1(Q zFv1UEgdf5PUsvFx_v>`)`;9eXggjaqDv-}Wl`62A`L!)F|2+REHX#Is>kHY^7uOGlI z-#wV+8}Q0EbjUYej8nb=qkIEC`37wAeFTZ@!%d_*-0K#c_L$^n43qp2Ci$UG!YzbJ zeh8EN5GMH{O!5y}`DFj204DkF!6e^+Nxq?#d^2E^FW^DG+nD4VFv&MylJ6tvWUmWh zlAk_I@H zVUr)iCO?Et{&wr{=gt9)^3}tteh*-iZ@?zsfK9#un|uQ{`37wA4cO!hY_4H4H9o5Z1O|c5DD@&(=+NE?%U z4|Et3(bMBc1YnYHz$D**NxqMubM`rfFv(9JCix*u@8#a^8hy%N*;5Fc{PbayAHpU-giU^^mv9SV zlOMt+KZH&G&J+CoTokAz+uVaqzM+w5Ghmc2ST5d~Ha7Vlz$V{-O}+t}e1Xr}cNfAY zKYiHbhZ@PY5H|TCZ1O|cb?TVT2#T2S0=jzDZ~B<%KZ8PahumAuRAiIN*mczz^YnAHx1Vg!_F6^LvwS zlmDj>*7xbd`96g4eF)$C5VrRrT<=4JBw7g1`w*7*CY{Z4IpFVBXR}-mO!(c0u)7c8 zb|1p*9@-d{l74UftH~OAG4H-N?}68SXktR`f&M$vd>Vk+y#cR#16KD2obC-6-5c<^ zH(+xwaIPfpg2jDxl8z;XeceJ>+^4UW77Jl=AHw85gvosfllu@R_aRK~Lzvu~q^l*# zI9i3xeF&fXP=hM-C|>s=%j*_ z+512xUFM!zvdnBrp);d7rpjP64?-G{Kc58-tm!t6eT+kFVT z`|45pJ?}^1-}U|hobKJzNRb&@2{Hpl_Xd3K4cOcpaJe^Na_=MPoIR-!HuvePnNs85 zX~gJ0gwuVfV@l1VxZQ`ayAR=aAHwi{>v8^<)ecPnyL$s}_Xf=F1>U5|D=@nE06zBy zZ0-%X+#4{tuTINZ`=mnH+@}wp`w&L=A)M|*ozz$eulo>Y_aWTwLz5=dM4VA)2C%z# z4{rB{Mw-lk*S!I&djn4Q28`|n*~+1}!{lCVPe?zn5GMEO!{k1M$$bcu`w%AgAx!Q= znB0djxesA-Z<204uMjr(>BHwf)JT!sb4G_}qsux)0%W4-tB{JWXe# zLeDNLV}sOKUWMCz2)q008UEz&2w-;a9=z@iSlt_Nx;J2SFUa-~{V*o?9>C+?fW^I! zpeyZr3Sn}eK1}XInB0djxesA-AHw85gvosfllu@R_a>dSA1G8wi=_{z`w&+5A-wKG znB9kPyANS^AHwfGgyH?xv-F#Og2Flb$pBvW?!oHbfYZGJqk98B_Xce44Y=GJFuA|v zem6bp>WWXo=6=l>-LDy|`!!>Bzh><2*Nox)nz6iJGp6@z#`b>A7~dDx75MA_$C%%* z`?0@YGY0r;#sYuMnBcD&8~in6guiC2@YjqPeqkx>@BbfTh`;W~5`WE@;;$K7{54~Y zzhbw3{YYsMsh&A8;R8JqkyxDjXCGda>fd}B1 zZ@@2KV1dT~ZuuU-E#H7!z5%y)u8?+b1=)2_kbMUQ z*?CZqy$3;^_jg<)yAMh)+Ybt||DYfn5DKybp&(lj3bF^GAe#^hvI`-ov;CfHWFJE5 zWg|jCb|MsHD?&l`A{1mZLP2&TfcsQ6R{BRCyI)n~rN8?^{|)RDz)9ad80j1E(KleD zZ@@+0fQh~V4}F1mg!6Xz=O1)|{swdcYX^=A2mKHh`XM~@Lzw7?aM6c0+I~Lp0&c(Y z(a#u0`XQY3O}e}vS_mio^wm0tLOAJ%aMBOqq#wdbKZKKh2q*mzPWn4u=Wl0603Ut# zV54uqMc;slz5x$?0~Y!Q9P|YapWy9q&-W2@f!9Pe-;VOoG*fM=nW{E5I;BEb=!fvo z5A`~yLip&1Fwzg2e)@3I4>dZcLU`$i@X`6`4OZ?c!Z$zJ*E(1^tH%BpSB(J0UPK8_~-i*>$3c)LOAHB4-5Se z9{QnHH%B3S^h3RFkU}`=hp^HQ;iYfV8N68tFa7l4r60meKZKWl2rvB*Uiu-t^h0>* zhw#$he5ZaPtn>{y=^HT8H{hdhz(!x-MWFl)7Wy8*LEnIZz5)MyA3?X%a<}8(LbucM zw=-d(53%d;s<(2}jfsB7aM2H8qaVUYKZKEf2q%4$&fu38s&tE#KD_ipc6C5gYK3>qi&Z%lkS(c-=|+_rTZmArJE%~tve-wy?A&`)w-PtHM*I(WUoGf(jFFtIw`aC^}3%44bodeqfoEZjbGs7rpW|*YR1ik{x%*RwonT2X8vrr>t7HXx;LY}N$PC(r~TP)9;l?w+*3=P85*fGL#vw|LnnPEz~{&9LE6kPN}3raDKj5I=kKym zC1sYrTFNZcNSTFNDYH-~WftnC%tC{dS!k3pgLt5P)yGi3E9o+i>4CB`j`*IG)*=I7 zQzKm#YNg9Uopf2K*IiC%kTMI6l4hZasq4@C+c_SvEgadLZj|sLX&2# zx4x)@tylyKR4f7oY8HV44U0g5mPMdn)bFQ7ptO4yfdT`IK!H&+)`m$F);@yHS>+mW zd_96XrBJO2>-066unx7Funu+TGXF%6E;9}2GSi4IGfn6+NLOI#GE;>vGu7xaQ-dxu zwdgWahb}Yq=rYrQE;EhjGSehow(G0p+5@d!>dd$#Ej~NE( zF~i6rP~K;f9uxSi)f!M!#Trmk%^FZs!x~Ui%NkHq#~M&m&l*tEz#34~$Qn@7q{-`p zzM+GyB+LwzbeW-+EHgAxWrkLwOt4&>n|3cj=7B+a%rHuh875W{a0H#TT1H^1SVv&0 zrN%-H%Rk-Mvi{T5u>jQ6vjSAKA$yLKzp68|870RuHc5}2f4M*TYXX(#tld*fkr^5( zGD9mxX6U5I47~)IVUQj(jFMvl5{-NWU30bSlh2{`)mrsws#*1EYFPDYYFYJZ>R9z@ z>RI(^8d&vd8rel{nlxu^(pkGzsM4%;`f5#EhZ-&Z47HlN4t1Kl4)vP64h>Rcp^+7! z9HXCDNbm!HKUzlsR4gL^YE}^d4T}hVpkG-l2xxaKAOL#S4*&zp2Y`{)1HdFL<|F8= z{f|PGv{?FTX|YfvEf#9oMa^d#J87{{FD(`tq{Tv`v{-187TbG;4z`jMGgMMyhFU_* z&`5_FTFEd&ClzMsrNRt@RG477_^-4lrmFX9F00q=u4bx(6%*CLntAGA!!&iUWtKYF zF-aZlnWGL4Oi>3%W~hS`6VyiC_-cMSSTQ{vteKq-HcU*cA8Z{RknxxlEI@7OTsFGq!UoFWNYNXjhtwdX>lWGg~nokQ2Qf;A8sx350 zwe9(xza0g+0+lqIz(KCG8|gI&>-Cw8l~GplXTl<8#`=9gUNiKXOEV0bOEZj8 zY=%jSP2lUZoN!E)G+U^aXbUw`ZJ}1OE!0W3g?j0>&>-Cw8l~GplXTmTYwEMEB-;#? zRGXoeXfrg@Y=%~n&Cp4)8G0!;!yv^bSS}uz_9VULBk1&faG^@;4ANIiw1pa}woohC z7V4ziLcMew#P#{ojUB!|%L#{XqM4-HOj6Zy!l6&9T245oTB4L)JnC5I;pl$FWD9vq}xKHgj;Bma@%vTzn^mgm1fi2Q%k!U8fiDda&dmz zos^pgdI>kfAl+sdCEE;>RGW{Wvvw|2NwuY~mTC(%nneq>(ruwmx-HaeA}usXxrIha zx6mZ*cG;o&R&=S}Q>c=9OJ6Pd7HXv5LahW`sMCB}sF#Kd4bpI-Q5r5ZNyCXayWSS4 zq~O%ET)aK)M(WM4XeHhZowS>wmvl1>Qf`J(!p$&Aw+Xyp($de=z3g<4Ibg*qv?P%i-&8l>MsqvTs?l6o`g4E}1NO4==b zwWM39k#Y;Q5^kYRx-Ha8wuJ_%w$Lci7Mi5lOge+VQ>c<+OJ6O)7HXu|LapRlsFPX? z^%85LL0T;|N~(n>DK(R>!P|u@>9q9Kl4+qvDlODXq=h1_T@p-Sp3eYM0{sF5}cwUTC`PReZS7XH^>1O_QH_l&InWN4ByJOAjM$+8zTRZ?f6 zTJkK^NS}pT3A9irg%;|i&_aV0T49SC-*|g9gWfmGWn--d+ z&P+O!f4@*AeU`pj0xi@?p@mvWv`{CF7V4$ZLW49~Xp}|^P10zaD}O&EXb37PG(#c23m+Bwgks=vhF03l&`Fyadd;R8 z1}QVcC}Ad8F7BEm=M}gr$#k?9&GpzEC7@1B3CUn_xIcufMOclD!RHMsG4Z6(KqRUL3bXlm^ zY+7iLG7F88W}!*i%%mG+ITZ4!xsF7#%G^jJ6MVtX0+6?HCX25_l14e`yFrmvhg3em$GE;>vGu7xa zQ-dxuwdgWaCtVimHKi6Bq|8F2q*-W^Hrso=4z|*~nxT?9Gt^RNhDPel&`O;dI;k_k zaxtepNSS$HlrS?)=rTTu&e~TMs?cTbtI=hq23=-q(PgF%U1sXhWulEv>i;;-=@C`t zu?bZM>G~^GW~xwSrW#ddYEWgS7FA~IP-UhbS!Np0Wu{RxYoSTnY|jb)cC?)usHDvV z-cC)skuvi@D`jTr*iOw*uL(87AYEn{CCdyGs*Gdltd%M=Rj4vkjVd!Ws4`QFDl>Jc zGEasn04IDwi+oIt}9PN3xhC(!YH6XO!<3U-=TE7&8?@@512EI1<2f)fhOs1sNc zEm)z^f;A#7*r3vaEix_Gq0@prLM=F;)Pf^YEjXdojGEz+SPNFDwP1~03pVJrV2fZ2 zb||)Bk7NrDXtv;pXbVoLHlt2($+lpHZVT23w_t;E3${qNV25@K_K3IOfO-p#$hY8x zelzNJSpqItq2Piw5-!-F;est9F4&>sf;}=WIH2Q#BSJ1Xq2!GEAHY>>tXSxIAO5dU z>)B|ik(vv&to8J0Cp{PHS?}q-L3%DUO3#HR={X2Dg5`bm{|BuMxmL!sLHXK+8mT$I zUTZ@RDAY;KrLUKq3k}k9p^>$p9947NTKxH7{n@Wr{P|#=2G>iwmY(xK!{Sd~(Mr)7 zIw?9suZcFpAU$UoCFcy2)SQo?{{v_<569AzDQ)I4)lzezMrtn9vYE%Dozz^YmzoO= zQgfkEYA!TM&263R&#tAQKqW0_s96e1Pa`E~Xjuw+vVOl?rrom?lvfN=afVSU&M;|~ zt$Kt$vF@9zLY0(U`f5qJP$MlDY9;1Eozz^YmzoO=QgfkEYA!TM&58KlZxg7b=G;?D z%o!SKIYTQcXXvEl483OA3u>Ezd`Rj_0F5&+}1Wkd8Bq(s71~?K~Vo zr|rWFRcz;RU(I$NQzJDOY9;4Fo%9@pbJy|_T&)MGxr~icbD>FUZr7Utq^lSg_hgYZz>^2yFteREiw-1q~Z*{RGeXuiZhH-afXR!qo?b$ z>#WtYQB%dUQB%#cQB%XSQB%vaQBx;17wUOB>b^m0E;LHbg(j&v5uaW5I6x&WXQ(CR z42@>k46US`p_7smEElrH;b#V^IK#-}QFgs(3nTs(CtUYIr(oYI!

UcV8>Ulb98hAQt8hJWuns_=2>8#b$QB%d!QB%#+QB%XyQB%v)QB%j$QB%*;QPUtj z7aFDKLKAxK4E?4Ob7%P5k(L8$q#V$oszz`)!ZFfz3UOgtUss5)!) zbktPwbktPybX3Gsrjt+SyliamVzqo$r`qozSxE;LHYg(fMvU1#f1E9p2xB^76= zrQr;X6r5nW_|LREX*Un_Qf`Jpy3H_3wHYR9HXlJ}?UxHxQf%p~CD=lZ^jfHuTnlwl zYoT6ZEi_20g+@uW&?Kd1(pmfMLX~t{`fACvP$QKVY9-P_oitjgmqZHMVV=#9643HVd_qW}!~XEYwSwg$C)e&?s3Jnxx8fWj}g9ZIzNLD_BXD z6|AMo3N}(@1zV}If}K=Z!CtDY;2>3Y(DVKGv9d5Ia zz`#BN1N#UJ>?1IYOsw&C>?GLvBERne0rnB7hcFKhu!q3F76Jo12n@Xxn1LMx1~w2F z*gvrM#d?=RDg0mOh5@z?xQCqs1~v{D*f(Hc+kk;x13S;ryBv`=I|lZi>rcBQz>Wd; zuw%f$jsXKZ1`O;N5IA;@A7;OR2S#Zw13LzGp6B;HI>3Gb_pn{Sz-|En@pJ#5vbO=( zH9PD2W}lFd0L4sflK~@{6IzV~JZGQpgOr)!LK~*23AtzkMKgyFi4j63pdg|)7@B8e3mHnnb0lz3v!0!nZ@M{7E>Men9&?%r##Cl7hP`xEk zsNNDNRBs6ss<#9R)ms9E>Memn^_D=PdP|^?-x4Ux+OH2R$nOcH&MyiC`AvZ!zbX*q zcLjp{vOv&P-FpT3g@GWyF;GbR^|Kb_HwIGYHwJ?I#z4>|-FpT3je#J)F%aZ827>&? zK#<=UD5U-R>IM0YfzM&^ZRK*enBnBZ>RD{_8Pq#!27X7aJm`9>&nb>ce}zk*QwsS- zwIIK#7UWmeg8Z&pkY82{s<+ju?=^o;DdacS3h8?LyB6ek)>7w})`I-jT998`3-Wtw zLFUK_^1Ew6et9j(Z?D~ay9VT!*96Y(?WcS}o2MH5-dX{_wpPGztrhS~YX$tyS^>YZ zW}t7E&V9G9qkdhjJn4zFKBjnF`edumDTVy5T998=3-X(4L4Hv!$nU8I`8Bm5zok}4 zd-*dL@tv>?BmcJKFTQnY2hPm|=g(hB&U zv;ux3t$^Q0E8w@$3iw^L0)7*%fN60Gm=&iyX#c)uLFUCtor!URF6x6ykjZg^%#IUe zdYmBh;{=%?C&&yrg|vV5iN*7+-%9HfOCfXQ1eqfz$Q(IA=Ew;$M^2DAa)Qi}6J(B@ zTR*7z`7#U7&zEn`-tvw%KTeSOae~Z`6J&mzAoJq{nI9*}{5V18$0?*oTl$lpwybB< z`kS7GF6gsMkXdqqOp_C2o}3^PoB}4w zDPW$Q0;b6+V3wQ$CdnyajvN91w6n_Q$0-lmzu&(g^W&t>{5V18#|bh&PLTO=jLuxq zU%ifnu_@IkV%G2kl<{xpn7}cCY>@ zRG|z0O+X>D;{=%vDesih5iuG1UgHt8FUtSNgr?)XbznPnnY)TSM?cZfu_+}pm}rx zb*cWBK(pv9wIXa% zwdb#Bz-Lo7b51pwIH!Pla|)O?r+`^=3YavffH`vtm@=n4X#0QCg7$Swm%0o7A%R!t zx=C|_Oqvs9(wrcZ<^-8EC&;8ZK_<;P`>PfEr2v!WRLuqd($h_*%_(5o9D#GXv8%F4 za|)O=r+`Uw3YauUpnj71=?gMxPU=jW6J*kyAd}_ZtQ~0pA%#Po%jDE4f%5{eA#<-fVp$3#?(0l zF6qXufQfSom^Y_@X>$sgHK%|{bIOBu?-wk{q&cqh-{5=6uPSHtH~3z=w3#v|`lieY zGG$JXDRY8MnGAqu&*1ss=1*1xdJB55jeN^`jkzXQw^rfDPYQ+0;bF< zV9K2GpgsG>1(`A@b*9V-GG$JXDRY8MnG$b5?R|I3Ce5h^ljamKX-)x?<`gh#P63nV2-L29$AV0nlRA^; z1er7^$fP+zCd~;lX-<$ybAn8o6J*ky{eM=m|4@KQbE?LqIR#9bQ^2G-1upA0u7GKC z3Ya!Wp#G+m&6zZ(Jm~8CQwuU_PU=jW6Le8Ga6u-`2{LI;kV$ibOqvs9(wrcZ<`|v1 zbbfR28{VNN&8arMo~R!ZcIYFk+DWog#^B1(Q`?A!TKqtrqIzcAT2{M6BkO_2xOrR5F0-Yce=-mCS+7TZg zVEUY@F?)`{xxL?+vYB(L!NfTQ%$rldv^fRLnp41}IpslDVBM5?rnH-NS0>~u@b~`P zT!D30R&8d^2{Ls~khyb$Or8^D_MD*Wx-ToF2VlQ97xoq;BYA|_D0h8wxFnLY^ljjsLc}{_AzA-g3O;2WCER=AM?_BY^^`QUdRMGK_<`%GJ#Hz33P%?pc7;QogfqF1eri5 z$OJkMrO8Eyx5qK_<`%GJ#Hz z33P%?pc7;QogfqF+`YHvN5A$oFnvw|v*#2rc}@Xy=LpoV1FUM^oN6#_P64y#6fkK{ zdC(+%_(5coB~Cec}}5X z&naa3oEn98@Xsu0U-xLKGl5Q!33P%?pc7;QogfqF1eri5$OJk;CeXR@;+h}5NBv^W zhF+p}+4MODOrKN0^f?7gpHsl}IR#9gQ^52&1+M!C0x#D5=n0p8AW&%EKM*KX1UiL^ zK&Ma<=oBgfokB&RQ>X}Z3KfA)p(4;R(sfrq6)02$I)#crr%(~-6e%f=rxabmro<&1+w* z-J%y0^-}>`(-l}h6)0rNoFFsi1YPt`1*+A2IYFk&3A*B+3RJ7fa)Qj26J)BKLfXsv zsetwLC6s}LFUH^GCxj``Ei2Gj}v5m93wx)I`>k|nXbnALew5~XRR+p3z;1!$m}>lX2%IK zJ5G?;m2ruBtrA@kz|nI9*}{5V18#|bh&PLTO=g3ON-WPY6YpO$SGic9D&-)pSB?Lye2{J!Ukoj?f%#Rafew-ll;{=%> z=ho#~+dmLsew?bgpj)&8X2>aEhMWRs$PqZV_t`0%AEz43k5j<>IORb*_>~JXKThh* zj}v5moFMb#1eqTv$ox1)XGF62zVpg*ku2)Lndd}Lp7rF+Nc&fh&I*|yC&&ajL1xGa zGDS|1IdX!o=;>L|Ro$ZnnJ6d7OgT3`wPxpw4bJU-Ny;Y4sRnc86fi|j0W;(jFhNcM z^WzjSJx+n^x;HBi+O=<3koj>^XMUU@^Wy}WA1BECI6>ye2{J!Ukoj?f%#ZWX0~Pz% z1ehPEYRr#Q;G*u&3Ya0MfEjWMm?1~t+}=UT=Etc9^W&5U?b@$jkoj>^XMUU@^Wy}W zA1BECI6>ye2{J!Ukoj?f%#U;SGqY>;^sJB>a)L~e6J(B@Ad}<-nI$L4G&w=$$q6!1 zPSABfJ^Rd>A3Z!XFjGze6Xgh;+xyOxO_Ea$=Ex~vikt#w$SGigoC4;@5vX1J_632{J!Ukoj?f%#Rafew-ll;{=%>C&>Ibd!JRY>#q$O?CbulfcbF>m>;Kr`Ed$d z*0Zw$X2>aEhMWRs$PqZV_v7)PUHcOY+V|I=9*>@5{nUcYkCQs{;{=%>C&>IbLFUH^ zGCxj``EiWSTt2^f$!GfB*z7pfrk{SidqHN$NuAkog3OK+WOke&v*QGr9Vf`_ICuYG z&CYuR_H}nwHRi`DV1Aqe=Eo5*xnY&fj#I$wI0ej(Q^4#v_zjGCxj``Ei2Gj}v5moI<*XzOx|nye2{J!Ukoj?f%#Raf zew-ll;{=%>r;v8=KV6XdaZ+b~oFMb#1eqTv$ox1#=En&#KTeSOae~Z`qbu;spM6mm z-Y0=($XRMlk+VQ^W|sDY{HysFkwys6Xp~! zVNL-P<`ghtPJwH>Ln~m)9D({h$j2_olsTz0WloSObAn8n6J*MqAXDZ9nKCEHlsQ4B z%(?po75jYwCd{cC^W_vUT}}bBUnJ_2FggHSb%n34KPSADTqTT(HnxBUQOqf$O z=F1T{xAzBAHdjtHm@21$nQ{u4D5rpVatfFx=f>-mmDy{>IYH*i2{KtuklAvA zOqUa6zMLQv<^-8BC&-jJLf%n-G{A&8Rb#%K0;bC;V78nBCd(;sMNiKJ>ekFw%#%|M zrpXbg3$gCa3YjP;$V@pwrpgJrXxDz%f=rW>x(m8D z3o=zskhyY#OqLU5ww$1=x;+arUrvw-bMAh1#je++4NR9)z-&1MOqNr?TsZ|U>&C2r zxpE4aDyM*%as>QmYs!NzzCW@c6Xm4NOgTZO$_X-8PLRoRg0A?z8fWTt6Xpb&F(=5B zIXAv8yY{CSWXhb>nKCEHlsQ4B%n34OPLL^cf=rncWXhZ%Q|1VH*Z%zg6XsNn`Ems6 zv6(f@l~WC-$|+!`oB}4wDPW$Q0;b6ks9pQ`f=rc@I&3-Rb-9)P=V{Ze^znjBfK&QxlQU!ZFBP*luUaTPNp*fevP1N{1!n0zeG^L?+_I5D+Fi1sgm@$2Iuyk zm$Kg;s0P10P{8jF6!5D91^nhf0lzpIuL)F*-x3fgE)Hw>4S{O#3jziFen0`g9#Ft<2NbB6 z1HL6&Ro_?^GPO-my&+I_^@>2DdPks8y(Cbm-V!KOuL%^Y_XG-=+NSJjtA6T&{Hj3e z{Hj2ZUlj=Qs{%oORUpW(3IzF8fgrys5ad?{3Tdl;=7RjHfa~h}-fz*?(r-8P-KAr? z&?K#*S< zF!BxZ_rB$&pY9vvGn@AxDmrac{ekpCe&sC4@0?BX7UZ|lg8VvKkQr=({7PDo-$@JdOKGoqhh{~$$}eA#UrS4!-%AVfi)lfou?h0a zX+eHFEy%B@1^NB7Aitm{Y7R={ti z74S=G0(H?9*LoqplosTd(t`X_T998#3-U{8L4GMM$S?Bf7UY-Gg8Wk2(ch~1d3AtaNvj&akygMIHUj7N z{_B)YUsDZcuPI>ingZsoDPZcF@}T|uM;2uA8rPkK@9UQ-PwuPI>engXV-DPZQB0w%605Bh-nXBK4Yn$(%Q zCdlM9L1wQBx~xwuL1wTCGKEc$Ic$PVVpB*v_%ANVBsQrtiA~T&eQXIbjZKhgY=TT< z6J#2jAk)|cna1YsJ6=*dSl|2?GL6m6AJfF>i~k>U%HHEI{*Cm5D}C{Aq(88yk1jth zC4KAf3cU~f9YOw~{N^b)>DQP)p(cF~sGnmR=})=n_n1GSCjB1M6*8?KWE#n|`D@gq z-($K$kEHa2Oe2|o`{t&b^m|NK=2C(f^!II!-1N6n zp^(2nNTz>a^Qw2L>2Ie(A?s(DHYn5j$l|6Swy2PQBuJ)zbo1y>tLdGoP{_A}WLnRX z|Bjk|JQWK0CxT@9CpU*~(u3rmNyvJTY^2%HgXEu4lb#~GLLuuZvXM;x?BlKMk-mbw`}D!IRTs^o>u*$=s1r)bGbo5xCuAGzd}&E1kB z0sE)cyS90#1`extq z+WF0mlKY#(k{32dB`EBCLgd_ixE2k0*?2I%K^0s3|~ zK&knEl(KR&K*<@P>@09m=^3E>3{ZmpYxlaS3=L3<1}H}Zl%xU5(*LuRm8Jp8(*pYG z@y!5bYJgJp-&pyQa`oS6%`PcdODb1ODpyM?S4%2a|E=|utCreJkCjxemQ=2mRIdJ} z+m)*&m8&I{t0k4IC6%lHm-UpZmfA}3^`ElC-39w4_qBq%zb}dui|gu~dGRRC<>(TVG{y z?X8blTz~7WhxNnD^XK1sx1>^XuYgiAKq(oZlnhWx1}G)Zl(JGXKq(oZlq{fabQGYJ z3{Xlw%f0rMk^xG|0HtJrQZhg(`4Oe8lnhWx7SJ}j8K9I5P)a`A$`_Q90m{h$C1rrJ zGC*k=puBue^-^LM&^CH3K&cs^+ze21ex#KzDmw#|o&n0w03~REGW5BntQ0MvZFD0* zNgALm4N#gsS1Y1zboP0cO4E``(~?Tll1kH(O4E;$p0?3LC6%Tnm8KdnL%^D?w&o2`c)PW8JU(qAUF1SkFHV zih0GLh*u1Xcg3J+R}6}E#h^%642pBbz?3WHLBH+O!%xSgS5}``kXct!XWEq@^R5J$ zcqPcpD?z4S3A*NopJmVVD~0qaO%Fd^r%!2m_*ux@D?z4S2{Q9akcn4<%)1g~+La)) zt^}EMrI4Pt=;5a=>-Y6~_*uw|D?uh)2{PYGkm*)}%(i0W`@q*8`w5MiR?=pol|uTw zriY)lt6v%D;b$SUtOS{4CCD5rL8e#l|uT&riY)ltWRvexgc|^ zq|VeTL1tD7GOwCCI!gK_*rSy5wh|((@JX zd!N#*Ts5~!+DxtzWOkJx)2kHHXE(jsVGsJvuHNh@WO|jLi+;1C>P)Z_WP+6-6RZT8 zU?s=|D?vrD@>@#a;#V;!dKH6WS1~AZmEY2y(L+&}i&({=cvTFFR>h!LRSZn3a%1lk zYcIcKL8etn-35OsU9F~82{N}zkjYho%&rn-dX*sas|1-~rI3DD@Ou_yf|b;nU?s=| zD?yk1#kBqIn_wl#1S>%%SP3%0N{|UwggieN15B@?n)-Iy4W?Ep4Ku40FtJJj^Qsgu ztx5s2suVD(ihy?Td4DZk$iyl^W>yI@wMx(>e=S{lCRYhEyGoGhRf5c~5@dpvLfXs! z#ez(*k~$Nt1estZ$OJ1vCRhnF!Ag(`R)S2h5@dpvo6pf~=;7#dG#jQ@DPVe)0;X3f zV0x7TrdKIodX)mES1EAKFL%h!-u2CE_dZciKuxbwp0t0zU_qu=NuB9cf-d=MY0r+H znLe^0)2pQJs=t}8)@%N1x=<0Ud~~hsmu&7D6upW;v8xyqxr#w?s~8luia{}}7!%qoS7TBXnxe<@w4=v4|8ze*t!tW>L> zxcun_nP4S#CRhnF!Ag(`R)S2h5@dpvAQP+vnP4Tz1S@Cn)d0<}Qo!^o1*O^ zy-JYzRf0^gQbS}1x%|_z^p0-OsY~Iv}=EGL8etn-37ndp}9DtPmM3R zS35-Cc>L(nc3EFgN6XwQK_*uTGP_EU=~W8p3asA`dS-P6)?=SSrdJ6vy-JYjRf0^f z5@dRnAk(V^nO-Hx^eQ)hN6n62>@YC7iom%&z0~2diB$@iSEYbyRSK9@rGQCQ3Yb%+ zKvAkVPF;0>DZcbg$1g9acvY&kh*b&|vr3_&Rw-26Dus$%rBJb}6uRzT5E^L*>lcKD zOt2DUf|Vc>tOS{0CCCITK_*xUGQmoa308tkuu@1nSic~&5BtOQ;1 zF9@sE1S>%%SP3%0N{|Uwf=sY-<6r4*RsYUUH)(;USXrPsRu*WIl?9q*Wr3zyS)h4V z7HFcC1)6DPfu>ps)W+5gTY1y({B*|_XttFFnr>x*=37~y30D?q#+3z{a%F+$Tv?z= zR|2)gb?a6xbjPiGw?Ol*EYQR&3pDe}0!_X0=Xjf(+-DG$0%f8v5nz2dqvS1xS6;&=NRZsL__UDCZXibfUJ*FAcPV8PuT+DHSIUF-xITD$u632Z zwjdL)q|U@EL6>yv7G&y`AXBddnR+G2)GI-zUMZwK{?LLDxFWB65g$P$%p^r^}bo0=4RlL@szFl}^bJGEmg5op7I3fF;9S=^91NY&z~q|J?RP1 z=a>LJ>nWgThDQN<+7qD1JzwTtdS>{l06p*t&=a2kJ@N_AGoLRnWj*u>&_*kuXNETe z^fWR+Pb1%8Wj%V|56~yC06mQi(9_5OJ&g>wwmJJ1)k{w!3+S2QV*z>^8K9?;0eTww zMy-*a89r1}&mv3eQDjLyi7crHk&jwW&mk@K%x2LB7d)dInii z&mc?c8DvR4gDk0MkY6c1Ju`f$q@F>R)HBGEdInii&mh0bdOE#I>LX`KJ%cQ%XOJcJ z4AN514A1^aOFe@usb`QS^$fD4oGsr(>J>_aisYpkyvEvXbOsSLH$GsC+jm7jmwWu<3HWoJnxXG!H|Nu}o3T2Gl- zQi)kodHJW~jk@nKwpSM)5mQ=2mRIZj(u9j4;T52zy{R@`L)so89lFHSR%GHv})xT&x zNinTM`Dnl)`mu{9+ewI{v{uS3NJ4-4#ODZ=@Dm6%Wu&di`#qi zSb*{}KzSLUy!_VEQCj}PvhuQk_R@_2wJk zxmr@W`W>!Uu9j4;mQ=13ZdAN#$xuSa`n4iuUsvuTrH_w zEvZ~Bsa!3oT>T#FD_1SGmmVvrOf9KIEvY>HZ{4mmEvYOmsU$6_94)C7{qL-&47Jo= zx=~X3SyJg)QrTHj$@#t3Q*M@2YL--HmQ-SvR9?PaOM6v&>7fASrNO?Ag_{9-w>;qb zX78q(G@AVYJ$(+iusIC4xH$^Aw0SDv^5*P2s+WIcSm5gBv4CrvTLIVgODQ*LT=)L< z0{Z*<0s2#t0T(wn11@deA8>iI_cu!U%4R=654HouOc`)}b7XKq1AHoAe{=S4R*ild z8E|p)Siq&tt$@p$y8&19$FxiN>gJ&Uee?>@Z;A`(uy}vK{$}rQSy?x+`vH0sA8=`N z7;srX1}vQ`o2LS`R+52H7r4Ebzl9x9(N{U*vO%lb;(lFHkXO52jkT1y=k_x_lra<-&Wwxlw)q!PBI^7Y59 zr*ti;Y%Qr|Eva0!)b@I+q%!pu9$ybMrY1}HCo#=Z8HmjTMl0Oe(X@-jeq`Lm_0yey!- z^k{(cGC+A5puD_oW!=Q?2PiWGl$rs`%>X55fU@)Nx|jCSs{)jt0ZPySWoUp>^zW6j zax_3m8lWrEDj;=?BH{PbF0AiA{5R=T?^ms<~dRq9DYxK6ucS?vy#tnLGpa+GI zx#pvF5tR@-vm5jt^% zOIh-&0Ig+!)-phA8KAX%Zz*dn1GJU_TFU^fWq{W5m#nNT*$>cK3Or~3qMrEZHskG@ zH{AujT@P(E#o9+kdg7xyjhkwcGgoMmb<1X?CrP^5aFgz>-k}OTN%D{Ng|v3M-*|_b z{A>MB{Nz0yK>sjF^8S)KfF4hh?3dI5R8j{}NgY6zN|L8a>Hzu`mvsP@)B#jd2T(~J zKqYkm{rA?>0aQ{4P)Qv?mO60XUs4Cq`&`xmR8j{}NgY5XbpVyr0aQ{4&=c0z_)6*k zvebcltE7&flA5*myIzM+Nu50W?dq1d}*XznD z@h5b-lqs#0pX|Bj%XQt9ctaZWa86&rKI)n`>Z&R6Xc`o_AME|GYQ9nzO^L5cgC6+l zi`PTf{3%^ECBE9Fmp@xcrSDwN{)lS+v@V+xUz-Mx{LkpZsT#cjZ1HE);F0UkwEU=Q z4s_v^c(bmX68eJG``Z@v=Z)W~nm?}#r^H`KgDw6=T{>0smvrTn_=ajYb4^TEzxME_ zoY76ngTJPA(YgA@l9xAcFL`D2M9Hh)@lV`*ZF9cl_01!e+A41;xxaaL$qSn&OJ3aE zf5+{YHm@vsdGqFyS2ph~d3E!_lGirR|DUXPeeB`V zoAZ{sYkQ>R#m!qvUfR67!!}f|KWoVzx>Sp`R}+ZEq(EHkKW;Z=%>}}U&BkhQx{B$ zTe@6I{FpA55rNmEs`{DCmviFnUe(QNJ+WV<*f9Sa{+Iv^wpDz4&3ja*upDld5 z@ZT-`_X_`9;dd84D*X2g|9s(JDEy0s|H0<7j~{-?-g~O>-f!Rgs2A=1(&l?qb>_hr zzw79w7vA*jcRlga3t#lK|Nrlw_1qV~=TZH4`vG@(+nKd^>*)D=YvJ(d{1(1%#eIX#bD?kZ#R8#ZMt>zjcwxa=%?3)d3tu&=?i;Sto+hOtwIMhG6-F=+UH}@PJ9=&eub$GO$F1>DtNAFy9ZXLa? z?b`i2w{2}t-Xo*lD|*7lZSvuhZEw%T_Aq<1KC-mu=zg7+<&6d;jkQc6ihlw~wRkv>7(gcAg&|b-deae(UJ_JG36i?$$o7 z=6OBjTSu>GTZcz)+#1f-l#Ykr(6Bu*-@o?OvGt4#|ICqp)R_||^le*CzHtk0XW$!m z`q|lUZjbcc&lunK(R+CGHCwJ;v*KGv!(?n{axeUr(&G>GqCWn>)*0o7p8Ro7Z1011 zeRy==8pigCf9vSEJRk34%-+&+c3kF~?2ckg7&_S|kQQtn>3c;9;BFK^H4eFyV6 z=Q8th{ab(i+PD7thaX7$;}1}#9Xa<;`OX7#`)!`fsjKrVF%tRs z62$FQ2jkeF9DVdY^Z@Oe%13CMb?1SdrbjY!>-JR8Mbe~*xu&pe<4_)dg ztLwYjN#7G{`fk#WBc(sZ`jS8e`u-y(A@9viRYb16;tC-+Ew&?GTiryV8ZEX zIN26^?(v=QWNVq8Uix0j7asJ45*;2QkLLj`yPL?E&|W-Hj$!=o2I%rNK8)YkCE9>OY;dQIr_$#aILJX;p5Cpq?d`q0H55?e^^ z*)?a;K@tOHBqPNqW1$^M|H#f&Vq0Q3ST+G``uMsDM@K!GIKXjaF9m~}9aE+~fgIeO za)2c3qmz*k5C+CTI+w=!<26U9M^*qI{hqt)3}`tX#0k+-PNyf=U@M~PNV{GF zW=y&VEC&+1NOYM5>Q9@5QNNG!)bGS{a1Vx~(ANM4hQm3)QU3$$#1H`e&>PDHa?rCf zD$JW}J{p+amh@*plp~*9^P2h!?4$M6f{3;J%WY2YWTKx(&-ADL*vI$*GnTpzcyK6x z=uuCZ!10Ad4@taZ`S$Kk9u;~@IB_JicB{afIW@;DPvEzms^nC)j&5kKeWzRfBd|o6}$hz**5*~K^e&k66^M{Huph?zW72fvST0H zPv2A6TkL$?x~Ul~jx|Bc?dF;yr>>xM?<0W8fj9j91d9&7C`;!&e(8^-9$h9teV$93 z@RBG!aC~3~Ioj!~IQ7^hW-auVpZlM?<$oC$JEk){I(5%_fF0_H13yUWu|Jnd9_(Nj zz1hw(p0m@gIw{Ee*Ruzsa}cAG`C`cg^yH&I2HWjZus6_O?xQ>72n4w*F5ol=)Z?hL znS+qyrnh(ccxyknd^+gug@0wk{n#Xy(btEZ@oP3lw|&qDN!C%u7G)&$dH}Fw6qCNY zpmQI}bKKN3HY71o9`zpQLcyI0pYr<7X6(?DIM%Ze45amN9EslXa{L^==i{HtX3$ix zk1ZIUuccr-&SmQHL^*nWt2MXJW%?2664#z{V9B9*eSER!!#P9iDcBxR5Ayz364)F7 zDrV>ca|$bZ&LDrzLZb%6}=BEc6!`n474AA+|K0$1Db>-xOsv)xY;OW zBtc`7`UKy0Qr`LO<8LDKZ|;D>aTa`PY(I(YkE^UAvxme!ab6nIf13y@2 z7sW`9J(gjf2^=4<{Rxb~88{A+=%xMRd;JLj1)ZVm@{UG#a}a0DB4uoyTy8t~MlQh~ ztQQ)hM~;q|4P+0B0O*GU0y?>#o9Bbm4oe)JCOIj3*+xg*o&dS>U~d_~C(=ujh(}pB zFW1J|U|QP=X2#LGZ!a-A%ovhBV|n+|KeqS4$JmHzU7>rIfidMDP*CTW2fxe)5~sZ> zn2gc+YJ8nE4RpBxVQYKv*zFr8CSxA_TtAlQP1|-8AD7_u!bN@))a~`z4gG}R?hUR)4VVHJCI@gc-OB%ddPf$;6c$6GIt(~duRKRgxl{(kv zUnHg2>i}+08O5FTQpPMW2+AxMhN+(={m?_Am-bKUk0F;rVgAeRH4`O+v_ZeJ)dYLc~ zgFQ22NAk)C`+Wx|FCi(wj_r#9wj3f>6}JyX@3=Z>y?2D3@y{WEDM1l=M%o} zCznqUy#cVLPY@4+XFqfO*xnPdeTk+IgE~3Z-NC0{*W(L2l#%F1-l>mCJGX*!=dn{e zqaNdPKkB2$L^A>FKIt=cRP3~4U*HgVTK(KU1~L!epd*?CAg5D*XXhBh(JYyXxqdEJ zV7gQqh6;%+HuTX6dym(`$D?+;Z4mr(q3vD&kpE^q`zkTesrm$jPwO# zY&*?g=WhD;semo~(~eza>hCNou&&U-I>Q)1lDo*+(Oi#X`lC-hsYJi%Y1>DErDmxp z?_Tdm1N86Q9RpZLx^7zhl|0zG6VFr;KzC#WOy%f+oFbKa6QiI0os--B58kr|u=DU| znVIg0K@2bxanLz}Uh0pRHAiBvcCGVocZwPD$%dJsPF4aM`*k~ZBH5Mp`w8iqhF)`$ zMRyqMmjW48PcP2K(LTN=H0`sD$0t`k>_)Gbb16T>p|vxOjGASjJUi^WYo?yu>ZBd} zu$25V2L0|o4w|J!@6Ni-mzerz17naF>=T;VU{E-s9}>L;PQYveKDJ_i=P?|YjQX15 zfYIYLWjZq|WY-f6L5%&-L*7|trI&c=&tr;K91V8|W&=m$DfQz3dIOC1I!Dw0;KS45 zL?Fo1rnl>HFfU62ooB8CtM&tZD;~u*$OuPCJBfMclzu%z0*jqF;cwT#4}bB+K8N&= zyqT|WQ^0zxGSBqW$KO9rir(=OH*)co8Xa~T^=!Z<8A6Or~jrJBh2fFzjr?hwI$s_7izyW#$f*kDu*=kSnk{RuG5{4Pi{Sm?Nggz2qN;%aw_*m!8wv3n6bG& zc39eVW%^SN2F3t5%lI(SQ;q&;n6rz3cl$Hz>9;;yVT*FwuMw`(&WMoA3}phMOgr@{ zPXjpExyNU{dh3r7(~hAYAu~5RoUayb*MZiFNTjSCWh4fXjPT^ZI+xHJM?SP4{=$E@ zTon51Gj{8hoWsHWs85P@CNM1YkV{y*&-a+fC@|qjCcZNUgUkG8-fd@|>RR=fr;S6ROZtJwU{{S6kjDb_8oqFWl zj@~d3DWyyb^aW_?KYyI);BkP&0g}PfJ_klU0icgw%3G%m4JXGW{4t+Gjm|P#P6FN2o`RgCKyG zIK&bCkkpTMKAwn?7#x4_kWQUn7#p2-@N<3icW0Mi=9OB?zo$OW+87S$Fd955SO#)h zP`i0b&`4$uIr?tCS13M8*&zlKJXTG2LGj?6yV6_w^4h7e?%0cb2EO zYx?fT=Q!*>{`I)^k&|`WE`5=C_2BfQy-se7Fi4zG?g90nX=4Bk2wT{g zCH+!=XF1?@lbL>ty~FpOU4ME{6D}3r>r#iAet1qjVIip}{FJ-jte1A*%zGfCDH2*oc@RJ`=k@L4Aa6kT2pb& zM53Le9HZGi#+lCObp~Q@8P$z@Mnk=p7-0Cw)AYxB22wv0eVQEPC!|ckoZ95(@%mJk z0nGkVt{dhluR9jTfIQhoKRZGXi4UaC@9E6qJlpv&wahc^eKS7BKzsKe7oK@q)9d5b zpZ6t5zR@`Lrd!{ch?Cwd+WcFG`F+>MAaJsqRoLNkSYH%slRtkBc6;OF105uji#)A9 z{Yi*kB4zj>%CU!?e&p!>AK`Db`o^8Zbk2vaAA{@bscr(7Tw>~X)1QC{oS7qF>d}j@ z4wy3S$kZPntV>A)lAtN$c@QO}6yGWy6kVw3bo zUj|Tm^1uG010z7rjtBsWfz$e@em%KRuj}7u`j0h6p_BTwGJ)WT0Q}lG!TRh1kNW%Q!mC z<}&_$ZU-|S{({Jp>lR4+d|l}B7$cd*J;d$}40F8r^{PwFJaGiC=czw z;~sACI!@x>PWU+(f{3gqu#eD>HXJel%8?|{{7A6lKp)>)|5pydOCfFZ#^{6|ZS*7( zlWabpxZBTtuf#6>k*OzdxF_HOME=oEa(jMW`1&64Xsx4~XKvKPI{J9&6d-DkiqR0U zGW!+O;Rk*EjP*Ub)N`lf(eR4&{4uqTwdJTF-dS>l;FVQGuV*ds^?2zq$4UJn_4mux zPY$SR_}5ry>X;6?r`!pMd!K&vLDF`z4TjQk_A&OKeRjXaew}{n5l&~X=@`)Qayjgr zm>p9dC&O!c|FzLp2Q}7raIsaFlKT@==OlfQiuFNsM&JEqC9xst%dYoA(0A5B7ax?7 zb3f*g_LO^U*rDH|S1-jZ4+MI!C=nDABRHWRN&76LUmI=tTP@GWP3@MSuLv z{?o7ZM>|YH`&q`<553Z1&a(Mp)`rGF`sp`;Az5i8{UQ(F_k!hY>8WQZ;}B@?A!2Fv zlrjs`xrVBAY}qz3MrFAvp(g>1LpMhy3^^1#PHa$^~d_YZy~_Z zPS0TV^T$UNSR@S2^|WIcy|K)Ic9#tO$Ryhr)7f&nq07hX%!~%Ou5jLPJ)5uI^~`TQ z@bQN)Y_e>Wk?12+kMDj8G`7#Hv%U({x29u;Yhp_9}0F@`pa<-iLRCh!UNVj0SnUq`>XLq_wEyNn@*fW%P(nAe6WJ8fr?A6pMM7|AGm#HZCWG9-FWKZ8qv z2YT?94n%|*ekIvIu4lw(;D|DE)}wx&IoH?tW2mq57-j?*JWUV7I6|U7+uPF5{Ko-D z^qgFM@xl-e2oQs5KVJ9#YX7tx&KYZ`K>-R{wK#s23 z1oi%)fO|3l^N~GI*hD|FpCw}xIqI=KJ-oE*0zQtDm2HXRIY8=>IGoD~hztEZAZ?#? z>Ny`F7an3*AlrWKl!uo_7Js!B-Uhktv2R(rP#7B_Fi?7qxrUyC3 z!j#Ro2h<~v*V}@nKi`)1cF5qm!#GAkkj+4sNnBT!`O*-oF|pQpxI>Y1P(1IW=3 zH~oE1_UztXuCw#Qte#D_D88`GAds{pQ_rmSW69Ltxqq4NZWud0&NJeS>6t%X$1aoJ z8AkuPopRjrfoPI`OJWIlk?nxVChl3L9}~c0vIW=@SmB821@Xk|BN5gN z5CG-0_exUcaAsvkebTu4=_K9yM+Y2H-cl)uBP8u9-&qfhl*xB8p_lslw;qIvgNSiF z8e~a&N@vIPOFc7)mEEadTMmEuw`mE&j25|jR?@z9TEJ=bV=%qm(eK%a-uhRNP@EI0 zqaO`3EAvk1FbNRJERW0jIXLK%qew?2rc-7)dOgweEy@@yNrz;x41(mReokt95o_z= zbBrl>_!Tds9TiV^Fb^{QxEI|$xmY#0M`VsfDMlw)T}-1WeuOuPMT{gI1~{N$Y24FE$(0;i0f*)e&mdgmXvk4$N= z`Ie&edZaPfpFLUI)MJk&VW(2xJMqQuc}~t0?*yEU#<=eE>@Yg=VD3jdcII;W5gg0B zzUEE?a#fh`i`Iu@%*H(ZlnDgMED>1BdTBNt`d*n1C?csxpL)v72mzcH;9zI_M?pjw z1IO!yiVjE|qdz;Qj6RaU2-y9ViOc|p$nJ~zIHY4_>k|kPedO4$6J7PbzV%^)fpqBP zOSyA{5mKLi41}fRlHN~k&?B(yL~TV3GF2#0PZ%xpO2 z&LQj|u{Q>Qef=m914yR&nIr&Yde{G#|MiEOW5?c>>Bu#q14@0b z{Rs}_W%p);K$mBYvjH5jZ(A~=QSz~kkGk_N=>0wpL?>a!zx!)KM#9um#sE{ujHSM} zE&9=G?jlBx^!cm*bQ0CS)6ae!jsbC#(c2Wqk<27VIZLtb4*u}oyac=1i(w)sU>q@0 z0-g1lDf*{f-|Av$?s!`HWPL`;!NSF;ztH2tW`(f~C<9In0`(9uiM4z(h*JsbD$KZ&)^%j5R z7YcLmEE54CNm%Y3aMb--C1w>#eFD`dEk?i$M4^Aa$%t6~=-~)?dz~@tjC!;)&}DV{ z5fTbaIUkHWk4_GNyz8TZv_PMck1{i>Pg-pNg}EamV(L<6B)ufm696+Xms4L)P7jJp z6~ibJ08@|QlO;1Z4}{~s4?pZN(B=Aqfu8!OkDQUC&z1Jhk^_CrGZ5^}16Z#wBwZ8; z=+1PHFdtS-{hjrYWCllvx7RH{2Xrt;GzQT7l_f$SN667IGels0DAGStFA9tm99o^t z7#;)Ysb@`*vBy#{lYMtJ+SB!Y41g&`c0i1D)Sn&EZ@yp>NY~eZe18$c^RpqcnUk&8 zaGr?-M4;#s7)ya9km&341xM_iC5h%hI%1}7c1S%lgiN5^Q?%o)8Fc=2%6 zod75^BdI4BdKXZ?K3_^jZ>!Nj2gFPf5R(3p^VE}D9LeiNjjz%ApoxKbjXV2sG|t34 zgT2=1Bk31;_`Z+Q7Vy8*)1DqgHV>KhdG2SsbHCVIf6&GpGj}9|vSj#qC{jX;*3OE|qjL1*hCfz;>u#}b z7BPf@$m7-V*l+g?9{cMNTRIT=d`S1nLx7_L*1SiYcIx}`iJxgkxCPohoKc)Rjt=IT z;oM;6=B1nm_^Bip+mP+Ve(h{05CYi#f`U3`3CVIY81jcQ%RznYbnujC{l)IVdTTod z(0f1i^YZkv(r?xq9rhW*fD-un1x2s(sK9b4)5}9AIu7FawEUX`@8zrh+c%I*`7Gn0 zM~q{p9(@8tGLY!=(;DvQ5^#Nh!~qh+7@8eKj~&t@!XfRHu|wdLW!G2lej0&eIuZ~D zF~Eq>kL;yF4?8%V`>h`!=@3V3xi*-3*0OgN0n#6dV4Te6xN>1W0`ngfYr?A%^13krzn$2I63`rRuRQ@jy#oR~Uhcwh&ndl}%DaCivrj%of!-d&s3<-{<3KoW`ELxqdA7`V)BCJ5dP~nLzXx^P||uGz!SH z_XiI~fJ6^DI_~QOexkSBJiq$aKfHd4$qbB!dP*_Cl+OAD^vqY^zS|mSi(SR}G+*IK z4Sqbz#t=TSdrVwQ14 zV8|2ew?DfODIJhFoDHNrCq4t}JS8yfGa&cZ)t4z@26|0Vq$4tpS(5HQw)c%Q0c1d2 z{%h;|v%~xZy*r-fDD~|)W!Anw3ylGF&d`7Pc>r7QbjebTIWT8EGswx!nX>!1hnZb| z9?;tiM`PskoqdmVHB^!H0LH1FM^291exN?PT6tU}!kDfVsvehwK<=z(Q`&KWWT|@B zEPCw!(-p@l$3Sn>c?MY9NCHICpCsRUcEOm(j(wxT42|vc)H2d`7=4nO+l%D`_koUe z42}ViOswf{j$k;llX0A}*$yL5pxXaTNjqSqb3jZrj%P;<1UcIolls^LKhXbJ`}riB z%hf^p>&0VAI;I}kb_tvS2z=WAJp&m*ul+a^+==zahOr&Ty(9#{j1a*3_%;sfNZdLR zNt%8-LtyByhK476%m8c8fz&gH9nZi1qeDBy0g*F8BqO1nK<0Mp@k75w_NQ;wW_COp zAO{GTZPrtLasXs~A5^h>VRy}mG_u#4djEASFr!Ji&wKh3%*pM$7b^5;yHkCin&YhX zVKmO#?(Cc#5VP9)=#BC-ScZ0p0+ACj`9YcX?Vk=X2xN5osWCS25!uO&ZR+Wd{>kln zZW{##bH@jg{_9yFAcAIA|NjMq-Cphlbb+hx?)D^NBqQlr>qH(0LGYc6W3b(xegxM$ zfAonydip^x2AP!@LUBH|DRbMmyP=rX)9j1^=?6V5%Pa}#nF7QS`YCrBP=BJGXDL6n zUvL_u>uINc4wCvf?el9a?_LQAI&%Hehw0_ctZx;W);MJPyL}9#w>y5LGoUC}- zRL@I>gVtvtCkIkF=I1f}xq=Z8$UNe)+#e0c8DNCS-GIqi=;TR z;{7)ooE1BO1a>?<=-vH_laVqI0wF-8+lQ|$#u@0Nlnw++8Ap`U&cQ|Uvb1w<)b{=T z^)Ug*bELBa$~Yn*-%o&}gHvXc58C}P6g~Pe2qZozBh#;!eTlvQ>NAQ+f~Jh59;rbr ze{Pc?`(Pv(CdvZ_(;vIY)H4xxcG4#8ole-nSIQhcI~(utiF?=254c2*u1SPGjnHH6 z31zIG6RGk9)-w&vTZcf1gfPkaE1Sz7T+E*VLxDL!jt<#Vr0jf@^?EUo z(e7!7$ND$07zvUQ&Lf-49asV;KlFcE zzqeND{r0WDu7aaJgZsCP1cMXG^oeBD^DI%nn@`xA(Ha<16+3l_C1*A*o+vUxsPG0R~BCHZ<+gXLecQIoBBMZhP#! zpmQV!xBo!jJo;WjoD&qILo%4L%u12Z1l2JtgX;%O7c>C`pe60`vwqXx zcR{1Vhfld9?8`6#vwZ3QOu2kJcK^%u2lYhAI^J0~2P0!CQtqoJGq-*58T%~Gc6{{? zMxVjQ=J9mA%xOWatb!g?jRt67aP9Ev_4={j)9YcE!1SPskuWQBndQRp*xonr>3@1! z&>y{$+b;m7p$(25=4%@x>H6sR%btUyEjE$V=Unp#<@J;DJkr?!0U^hB0_sF(rjYbY zx$?36ufNYmah7p}1Cp#i$6HyD4seYA7(nkP0$BdEc_-2KkGV!8eJ0=pBg_K&3w z(I+VC>A%#Ub|$c%yVDp$y=*vQw&p-^j2`9aZ~f+$NHLW19Kd!$`75H+wlD)g_Kae; z0zJ@gUWf>Z0%fL{siPdd+iRw$jKkf-Y1B`@`qd8xkth-XQ%XA$J<8}KsV8vsBP-AY z;nPMyeNP>M;9$#8*`Ym-=ZoOHbS}Tas(iG|F=^vOK03OyOm**|1VB9w`bH-04CJJb zJM%WhM#n@f3=W%PY~7F9rXPBX+R<9!Wc8ask7X zk<`!nYCq|BcC1aW<>;`dJO+35MtwF?-{*F}Ba3_FI6yDuPTrH-Z$Gg7h4c;phqHn0&)^uF>z0$gWS~{V_4gF zugc@8a-C6yqU#`xhVjGBI zIwHG$44C$IFt+zamHN;9+~*k9gVU82wHwzqN2&jMNeCD@w)adh0QBZ0rXD@oDKB<+ zcS#y%M?EtbW-zlp?W3cfLG;sK_plhEBjwQmGt^U!K62FW({yad&Js|6uI+6|0At6# zq>qj;h-9Q4KVKgxA!d2g&gZ{P@nlt%;1Oy|O^Kla;A?j+^bW6IG%-)U2i zK_nwjdk1uKJ2}-$R{al@{c{J(NCJpMvL3mcy!1oTFLpXPUH=8!SIKz_N5}0b2Kki5 zh}g!A)Iad+FYU%)+7|WriexsCz0BwnD}zE#?KhU=o#58QTW5WAyz6K-jDyr~KkM&_ z7$>MFguZF-uZM_%b|m#k`q94l*}aG|JDj|9h@nn_lzWybkNUJD`wlRA`s*F{pFHHg zXl>`h7zIny(?=A@IU0P;61(U#3rqQ6=dUxMc(NhZjlf8Fa;OJKpvaT$tzTC5{G*tT z?Qk9mdUL?j2&cyjoy=wLS^7R*%WywYk{lSP{-mWMARJO2`_2QP%#8J+ik*2ti`_@o zE9$IB2Z9~T?I3~e9SdYj zF$L+jM$(7l=x{#7$OWckZs(~vL*wIbPXz%HK+1YIW~}J)IKm#86K6EGdt#)$Z810` z{VC&%GW}=0rTls821Jp}#Q=k%9z&FAAN73#onKP|-BD*cw)Ek2Y~P)X+0K{>J0IEj ziCQn+JUg?&v=bPg8T+RS3?9AH0!aJTqnUAJom&_}qBlC~l%XAc^pL4vwzI!D86#}R zr`5;6?j;Wg1c1aL<>=*>=Og^KvXcCf*%?mglrq!a%Qd&NTZP?7J9d1_QKHj|1u{qfeRk zG4SOU{{U@CIz;vXi^EycHTpfWv3~bB*lw>^bGIw}u!~4>NMMX))*s8PZJ#UYxBH1q z^*+e^(+&;@fQ|%0J2OOJw9oak9rTg+-1CPLJB}C$5=G=#zng5^_cZh&xVbOw1W6gm zV3E|1a_5ZejKXm`^o2WRmZ|e*tnXuGb~x)Xu=qPuXV>!J^z8h50QKcRhH;1kI${V(dt{Fg{jnW~%wS*t zr04wW8NdK?G}Kd?`rS1i_1kgkyFd2tx##d7e(bshu*xtaI}@=&`&jN_jqP``(E89i z9w5};{=7vY3(|i9VGh5y0^t)dWh4Qdbjr~u5+A*9XB+5~8`wq<8NJShrF{B>Q4G%p zDB}pd$kQgFPscIP_080Ey4U5vARUmW1weZO>$E_B4z$W<7e)aY#ocVg@Tk{I#Ej66 zWFVB0uGjv?5r!!D6)6Vh1Z_PGBAE%w^pB)p-B&!j-c0LPq;xkK9H+ed%TxNtA$h?p+*y{tFLcW75H;C;8}@ z4@<|(;nx#^9!pOdNg$M&1Olf%(trPYZb`YfTgtsXD9@IukL-H{mI*mVaL?frA1SV4 zj7^Q}N4Jyf35vYfbxJ>i8q1GohdI@W4mm3l;K_zM5zs?MpIfPZf`fhg`%icOiW(!L zqhGOn*#W^3L}V{joN`OvAOE5^&lcs*Qi2-olg(RyY?IO9kdDaFz;5==1Hs+7Lu5KIGG=jEXDJad4#$3-Kck(kJYnCB3cKsi2yqyF0-7E542^nyiFcr% z?Ei~GJ0uWBgu~s_4d<-q?6haie*6!c1jV4z+U=trv;E}r*3-*3wgiR|j4~j~V>@fl ziHLEWb96JKB!7R&xdhw4p(T1`9QQ6Dka1Lfc8>whv)BQT_Vq0s6-Y)tmUs2WKv+g3 z4jDN!#f&U}QgnWy=S_3)ty_QdB@Md?M?Ha& zGnD7{xt{jO-Xzki`5r*k9jdnGF*N^=pS}*bO-PT~B~W+Go4V{_neDk_j2dowX_N<_P*Y9QAseVsFv= zyfsV5k@lymxqd9OD|&kpKz~^3;F*Qd23r={TX!A=vzPkg_2|GZgInzP;g*KJZV==g z2<5q**~JlhI7EL8P*3GfZrHt2j~(Z;Vou=RSpw0ezLw#L9ag@De=qJEF%%aZ)t+)1AFF!e4`iA%9k?yuLVwQ|RsK*Wt$C>I=dl^6K z+@+l~Rndt9+IwVJARx*F6iMzd!yo9Uc2PK9F5!K+G4-PX0_bf@JB}GS^`m4rtUqV$ z{W?w+j*i!JVjdxmka5)ZaE#qyK>p(=G|(}!XMi$#IAWwo^k_#?A6eT@Fh{uZk1Xwm zDE77-4WY+&qkkXW1d5$VX0oO1I{!PnN5#(4)X!7ON!QyBz0nR137oPAIOYGzk?(el zgFEZTgs~q>*Y_F(#8M&OxF4 znGK9aw*Kgp1SBt3$uAGrie=QDXtN>8NM?mVQs2)LD5FQbBlBSD}3 zI2y~{Z&>C7eSI`LqKw4B7|6U;**P3Cy@X@GULx0TeLp>Kon8_G!O+u}d!(Zt0kzb? zv=enD92I*;SgUy|sVAUWqCeZEANBfv`sZKh5cH1}XV}aqefofy^(muCIg%}f-JYJM zotr`KuStCtl7%L~Hh@Eh!!%HzGV@Kpmg%>WYR@MUigN%M+&wxO`RKUyQjgt5ZvQ1b zMsk{Dgc!mhl76Ee0r&Nt{+9J&aJyprE8UX~_c54$oh#^%_NEc*?B5FXK~ zxwZ_d>%5dCUrTaiebU89B3p4R_ejwnN8Ev>o&fJ`k62w<5(T>a^o)Sk^Oy<(;M~L^ zGVM(92;OHk=U!m)h+U-ibz zy*J)6$oVh7wPDtO41m$2H!tUyfPIEC+x>hhc9$h`VH_bHaCp3K-Ar>QE@k=?F!f`Z zfET%a*-3}v<=%7t^u*Gf_UWqwn)8R5q@J<^))rxey_OkC*Pk{LMut9RWa`P8zTD6* znfZ@{P7)#KcP9hvK($gFh;MlGuBmZKE zB(C=(1mut_`p(W4x>PRj1RG6v_47)Fi;cV=VR`XqYi8~ro;dT@#(dke1|6xN-^~ro4l?aM8`R@qE@O}OaX`IF(G$Y~ zBSWTv_F0WX0zfi?w0A<{fRQ8Vhn)Mx9y5@ie%CLU2w-%` z40J+ba5U5jIy$Cb=Lqdve*BAQri6=Jm-}X_A4Om!!L$let_7zfdxvB!S%XR!6scJCB)wmQyc8K=EWDfd?+ z1aq=pPXKlq1UqjDnm5JgsL8YA^oQ`Hks|vMNe4X!*&Bz!(RZ}TMru0@l785wyo_b{ z=l(btJM{TA)~`vsb0xqL`pDFCMOc48%?NI}*w{`W^Gsz14z_ zqxSqQCF%IDReXZpiinG*QYGZk^?Y9URvGn}>;5_{q4#Nq{i-*|2w~CSJ;XSvi;+G8 z$Gy@Y6Qjq%b&BI7?MzDtHTHYlTr~WcypKmlN>F1EIBnzTBNX$X6rOV^CB<oo2Z#RB-WSg?X!4@-hjttw$Jy^d35Y-_kNviO(o-zE*eW_0zz51!=9&R^&>@4!$>0W;O*;L=h<7_lO z->mfVj{5U;wEJOi3hH@let9;TEhL?0CwdF>LF!l?bW`r@DyxNK^bU`%d=3}A4tv%j z66*1WOnuwYC>Dl3-#y-c5IrspyK9A=aWs8q5iO%29_)^Bbq=ImMDqd1>+Zn7+;I$m z%S-Q4`Vk2I32^MsfW?kR0|q=pbn3Swdj*&g94sR_<)Iflu2%qm^hYug#Ie-hSQ4S?si!}Z89%NYWd?yHNP=NPMqk+KbQpbhl2eae%8Px{pbeooJES8LJtXzW zaqygJeLO_(@O>}1KNk9WF?z0PdIdUon{`h1)}OrS@3*wUC--4_I#QNq)bG=lc48Z6 z;P$e?*f_f39~IVyRgrcENx;-2aZH&2QqMq+r)LBH+ne-^?4e?b>_cykB=uxrdzkIf z54qUqb-11z9AjYWK=ZOC8Cqu*fgaf+a`Yib zd+GZ#2Ngsd*&|{JW(On#a(0Lv`eC24m~jNj-Y=fSAGPGq9Rz=N}cw zJ4^a=ZtqSthMvZ-RIt-YJ?i_@;~&`mDGF=F{bH|e9CkpA6nWCE+dL}-9ohMXZR*pn zFIK51mbrfYsLc7zWwjHIK#kOZZHV^M0v-cpR(Ke$kDx?|91WfRkrKzV17-pl zyPXe1zy7sIM@Aq~>;P~y7})w9G5R=;T&H^H?#+JcTp10stJvmDbuUfy`;G;N%p3zi zZ?>QIO3d=V-nMZdA?Y|8?45%{Mvfkm`q<%|*_Oq_)l-DQF#u+Oz0E<_OE&6v{p=X~ z$ods-|H`lrHViUV%mf{gj4-lq@zIZD0KKH>Xa41d4j4?iPf|LdHydWkkz@O*c6fw9 z(y=z3T%+UTo$X4XI7ELO$n7Qj`yk5g4I0QLxU-b~cXpKmR1uS>Aip!!bUu^xQ_+D+Cm z2fBT<)hDB1;rM=6i5wvF5~;OcIuJX#W&@p{j=75 z8x6DUNS3*me+(=??3kU7&hD(fqIYM#4WW!awkZ?*T%UgH#8>)OA39(FNq}@5%X5Ic zDR)``vGX~*9hlWw;+R0$6gZ&1Q)Hg4zAQ30`cg(xk4*+Yx6kE8|MS*mLxJEi6nVUE zTpXspXO;d8R)c#bHfWa(Qa;3=9EdGlbMV4k!i)J?)5a&71`JC_bJm>fOR}Ik9)6f5$ z^SpeYm-F&_`TvX873^0ed3S;}o+BR1W=&gd3k1fX6?AP6XKv>gGF`Cl|EmGgvS$eI ziPmwwzX=;x)$*M1SA|IAaZ7XkO-{`sbU0N%PT*A5E$6Y7$7f1e@&2I9E-63|gDA{& zoo(B4_RQ||99ejv-d`^cEI_Bvstj$X*jJgMlk$O|e%iLw)gWe>bw5G}6kW8T#Edo+ z{iFTr%kMk`0;-^hP>i)dkJq*3U^8{@1n^cJ*oMBkzg(7@EUR!=UGSlcai_@Xv8wm0 zu7~`qx8E8M+4^R7O~g>Q7g@%u+T7o(@V&L~?210zz%K1Np3|aAd3FCRtlU&D?mvvZ ziniQ${cIVGtE%za`Rs1y+3-UlZ7Cmp($lIu#&gQJ9*f6W!24{xNT?eWP3IWzv6~O4 zhzk^b)epv@#MSv$|KNjWzwi3ndozIynv*ED9jYov86asp<({#6(M6K60|$C`?7VvW z3mb7hov>ZZrzoGRiEN5x+j4Mu0&j-V_07MTUFBPdrX22JyZvdi`2s_htM%DeeZq3ZMg2hJDc zc%g|7Cg+EvJC zYe$8MZ+t#9JYS5@R-G@-2@e!KQ2L>-?yrO1FUA(F`v7D&V`(gg9fcrh{<=PZbR1ISY1B}z}h6F5)+Yj?Q z0~1)AYF5BFWhY=Lgl0MTNug$(*=;`oAY@gLHWW{sq7VZW;GQG!ce}U!7Z5N2#S=F~ z5pkWyQl_JS=EDGTck>-J^yA3<2?hqparSU7CS$F~fFhRxU|4|Bk6~(MJXF_Tm#T~i z00=>E*Wy)8R6WRL2Or)aX9#i$l_CshAVi?f7I~cc>DTld0Cm5ZoI65t%gZ)z=3XQWwQ_d8Tj0Kfr>fSh2%xLs z>Hvmv1nR-X?e+Oj=<&>{1ZXo3W^bz&yj^FDa-aEoO0E7VHr_j8=~d3NK}En7u93kI zk;r@kIDa=P8_>#yqU}`FYddC-fRh3!`k-_EQ`Mv*15$)sP{o;n0f3ayR>S~;{&^D> z!!Q8I4HDv-%RL~3n4$)dA~OJ}{_)J|YA6E{AUq-0nXcb3$^08%iq4)_V2EO6yhg6_BL|;of2mH0L5c!zC&Wz`dxD;#AqOxVK;Efp zX^!&~OjR(qDITVe<~6Cvkx-GjVcGyd{>}UIjjD_gMg$Mz4i7+3pkl*QJi`G(4+Zdu zFz0`*`3Pp@S`RRQL8k(Q+%Pb!* zXhV^Ay2=reEZ=@-gWRBqdF^d-k4Jc}%?g8=!q3r*$SM-u?(HA{Xjxh_QW?w!w2$Kv zz>%*MN8va67vgtiU?393p#K)OYOLBrjQ(wP4`Z27$$%67h)<MJ)=wB z$GcrSdFzT34;-l?lNIB+7H~Yy9&%c#cdAsf^U4zgC;$lk7@!{y7{_C$)PPcnUa0f6 z2>%;>;YUCRIT)RO{6GBRubhNM5;MSoyTYLj9~5_7j}}M9k%M+V`~7Qwj(-{;#QluIJkW-3|We|Soft#c<2x3PHBjW&|7}sLOLx7-%cGf??cA`}R z0T`J?QSs|fUs8IkP6on1|eo{iD9_HZ$phnw8iVUFu#kAcM z6%FH1Ja+zSP;xmU9jMKJ9XepZBNS&t%6aCq`E1iv`mzJ0f(RLZpZ}U}7=ofO(>L>A zjR9x|BtDm4Yi!JaP7B&Z$#qqTq6!c``dyxBM+&G3-Kn?uw|^Bf45J7NpHtm9^R|kM zHWBeQ)0h;IiungVnb#DfZf*hq>WbkP#SoDI0F?3EZu1|-&aj3GgFY_Lk%MN#%mR6i zVfec~yGcUGw-pFb_5cHfUb)2)4AORbH+DsjbesPu(l(4>LK-flGfCeTtRy`4I ze123#5W^s@ZTNf~&vhcqa&oLj7{28pX*Qrxxd6FTN@|3Vht^0`Am8)(_oI}P{kyO# zz8nD+F%b(PZZ@^9xE#~4{ejQyK`kOYelr0Q2|Pp|!#=JE0hDoo4L$7t50oyC8!5RVN(N`ly#2anvPdI?Um<=d|-e23=W>E}qZ&MSB zED?A64FHI%0TdztAD+RFA^MT?aqX^|ztupyN!?!)K{1A)^lvL@*fCzxtDOF4aFoa=>^llWZ zA_M@}+kSZf19%RD8`9AXK7hbSKW!)xaee?5ptk>`ATv^}iU{KXB|_d79{>Ofg%3SO z`}~g`cJs~KZ{|G55PSgewn7Xa0HE+Oj(np&|4|HeMsln9?c-X4y$#UXuLu%h06^#d zpA~64-8M)rp%f#}9vzhPHtMp#7p5iZSGZcm%y0 zvtcbV3<1cgijr}FKzo1u6K0i>d0+#O=}C_*?I0c_l=)>7#TNeyaIEW{NYC)AoXd7NCs#}aHc)BLwTu7>~=Alnp$N&y}^aP4+3 zPYq$1>D%PH{dNa58`c6;6}v(_5rE@B>mGyLd`Xhff(*n^T^nWqnhg|Jr2wOPaCA^T zBqekh$Zdddl+pt!48V^8`Y}v9kMF)Dp%ah`l5?#WZjgv6B}4!~F24iZ?*EfxC`eI| z4T+!e>=8f(D9fw13~0Ol)?;EfEI~ZU{W5^z3f%b>DfGba<2|Le{|FHtp`f;dVEYKr zx?mmNuW|q&5&}H#|78Ic+qS_v&I+l^Z1l;H-DT6tIQxD6;|WE=X;=#h0#FAgx$S-d zbN;#xwD}Lx>ZymUp63P7`B^u(&oAH@tbEuRDdGBGMFj)7LV;73&^kReE68<@$lch! zD{U`HZ&YQoMQD{X2k>ST7sqWVfFuXtZ6HIh-Twly3s77{1d8H1u6{IO7`-`?;x}Mz z{&CjB6Ww}sMF=RwD8yj)Q2Z`W$aP+TzsbA*7((H8QP%3kP@Vq|BiBR<09uep`P~1r zLG5aIiYFk4dOrqr0P%hR$a4&%x1WFP4hWuS#qw~kA4M+D1xQ^1R{#JX^Itg!2p*sq zLjZx&55H4@Yj)u|a)Y1wuRQ>U3`8MzgPLv`AS))6qK03obpT=hZ!6}si$|gWB?7bo zgvUgLes7PW+}i)M=NQz=2T&*moKkdD{a)^!ub=-B%m_7I@DM{8pf;Hr0p|xuou(at z?f)#PZ zPPG}q4`m$r94S^tBHI2SAc9UQu6nLl4P+q7b=IS^VC_$U?D;^$gG^ihrI?(efHs0C@^M!nd1^=1z9)zNMt%Ng#Z;{#Q^&o{(o95Xlae)M z0CH+I(Dy$fc4Vtz1Q{nXIrLPuB7q_JaAZ=Se|jwu0SwT_aHbr;>+O3|N+cdijj6V7 zF$Bd^5Yz95t0D~GxfUAd*Ak9i92%4_Nhk#{xB?VoNVS0h_yGzf#5m&oN{zSY`#%^E zMFA8;Pyk{OT7hML92k+joiA#VGpc!AKwOdLFCJkqd-}iJxqO9n$w48jj}`wak!p$Ix7Kr}7A9}fXcXlX0gS)ZzZ-v7@GI>&?eDHwOKSEA#R@g40uT{} zW_@#A(DOe8p$KNfT7W7ase&I$e@-0{nfLz`Vg#!J?^mi&3?Gz8kaH;VNzUd!9Uw#z z)cch?`T^?W5A!}E0G=Y(&i~|)oGQc^zyl1s;&oksA5Y<KmkI#Qq$j(z?wuE>X}G22tX9m zcE$BLyRNM`1b?G;2;x9YeXE@I4CRnAp&m*(tC}#3Lk_?;{(ciw4`G~W!vgZ_&4q*Us`8Q*GV=Yx=ov&@enQ_fo^%P*x3zlQrhcK=%gr-ZNK%qkchATh}xxRI!$m8u0RuxcmnNh$h&}xV_6g`{N=065q zVDAt{4i#D=fgvakp)d30nrVkH6jQC5P9SzgiU9qU0>G)xKu7qj{#L`)VD?B6AaZ-- z)QIcTg**In{u3e;X2Ja;I^tP!tn$$w4`HcprVlBA(ytT%)IDRIND8n#^{36W0nqcW zgE$Kiid2jkLa;{6`>7>>Lw9T859W4Ajw(V7F%AU?bem6x+g}wAfBqeJkU~qP#F>JC zy1ep%9;fVNs?^SJcU&=?=^F2BNNxZKLjZPt((nD`!-2G9Yk@}rKyte-i}jD+JrQ$IT=oRsK#|6X~L=lFdcmSWbnX5V^c)tL^ z4`qD5ahV5d$keWU4s3njXb*6fZ*N?C2mfVnRdJ!H3X(%S$&v8lG8x9R{5+TO#6?xQ zZEy;V*;0=!04Eg`A9`t5J@bvLeWcklt)qAZ1vnHr#;Gaq9}$j!ZoCTS5ED{)n)y|1 z7^;Rdzi$xXiHnNN5fU3xlP;YvpfD}=j>&`^Ps^iO?9iTveHcNGLXbkIU}sP*Y|9gJE(QRo)LQ)8 zzvQYSUl9|53NQo1kWxx&06M6ixOm5!>)emW^1#Ohlt@7VTKT-ct$&r#+w*c{E;v~M z5ffnKpw3T3E8jQ|*b^6L#3MEl0dS<+9Z5kpfFaT9SWdy=ebd|5|2lxD)i4IP`!#!x z%i~}#O5c9~fMQpmkk#?(S>{)yNJWmAQaA6o!T?zJ6RRoa75R}y9@o@fUzzypD3ZbhC002e)F`67&e;i~##IBhC%3}w>=~in!oXKGM za?P!tm{MeK=G}+tN%j==0s=pL0HaL=>2Lft|MwIS2@J8R=%PIvWC4=CV5qYa3CWE& zF37nHX!^leDTp8<`LD;N zKi0r-HL%xT`B3S=$uPY{^v(NKuJPL;j~ZlU*D;|A&?Z87n)|D~kJ@AgAdxC})bwoK z8MSVCTayWcsLpLt!a@yQ_s}xQ^i&ZKvtrC?PULYJJ`PxSaV`GsUuLxopnwp=M?WEC z{IObL9Qo0H?6GFOkkYPQJ}!>S6aD$)#0_r%=#3?$bVetsyhYLku#Gf=c0Y!~2df?)>eLjUpe=eG3?!GHu9VUE>ug zB9rAbjyM5Ftis z{ofhaJ39cvLx8~VfG`M?EYfTRlbJUBSy{vG9sdz>;S-H+IRrHD+`iNL_{PTtdAAsphckNzy7cT z#nR_zFA@~vIn?_}jo!rZemo^|q)zQt1Nm>ixF84#8J^R>cMn{i0+6E3fCP9xWTPqx z9qsHP9w;@=PwrKO7|Z}<7`ZwBw+-o0l8fCU_2=r2xb5kdjf6;R3AfKUj)%txWt zLkDh9FLz_@n1_(P@WEJT1T&*j0nPy7)6Uq_Y(GHli~sp%$t)8w&{OB1D{rfuyPNor5)5it*VPsdQQD9@H!Ww4BoGX(t{Ky7wLD84& z{oK5NW`7JYzBQE1viayvNK(_DvtlO8X)0%a>PZ(&-R*co6F;F@v1S_mIZYU@g|8zV zaR#`RN&jOOj+C@PNzh>gUIqXFb$R#zsynIhWxx-n*J@ddQC3tJGZiQWPNYx_r60qt zw;OC9Nrm0X=^J`oyzm@~XGDfJlzvfwWW&@Hi(0emH#AU$LDje`(jr9eT(S7Fr$mk^ zd>A{Y^bo=Bzn&ZcfLs%qhfxDi0N>4703fF-I{HZobO8R{<>r+O$N&nQ0szB2Bh&3a zy#};_b7>4<|k-MKk`GL9*uejPB2r5vg#w(kAMIGiUY^>&cE2F zx}aWA1Y-IJ@|hj?n6*XGul)c?!0gB9FpxthMHz^udQ#NZ?#xGF6E9X*4&L71?^-wj za`Z42WrYAe%)+jK;fLZelzwP~VD@#}*cmBs9g-1%qL7rhFPv!=A;zIDM^Rc$^+`^V zDP-hs&miL!FhHtY=2tP#_n>PiU6HO&@gOS}VE6$95DY^Zhu)$X2HGgh22~sIF%Cs> zri5In@$omB|5*XWh9I7st<}Au>YDtvHIA8cNYCO&gw7?J{#=XskrD>J>8Lv+S z$4+a99265$+HMHsL?RSVKkL%}F!Zc9PXL5IB5gDra;m2wXJx|>^PgD*pn4p~-N@g6@0vm@v;NBXN# z0sv!HsPU|jq9P*lJj+wZH79eV(k`|RnucK~qC|BPHAC3K8e>WT!Yjw7G>W^L*G?~H_4^Oxd7F^cdI z1MvB{W<%CXDv4D1F$xTza9a_Zly2c=1EgxD=*3RgZ$Cy&2MlglNULW6+mmA)eeh*H zUR!c@Yoq1Y>jUJtP2kYeVkp9)KIK=Oh3RFZ}dKr-$h& z0MN4)nLhtvgjU83;BKi2*j`a1Whoi=|EeMs z5;_dhk0+JFM?Y=!XMHVYE&h$C=8iUqRU58Q2M7$I7>Ys00m8Vq+gBqqgEo( z#l<+Dcw2lJaQZNd8$RTTfW^Q4yCQ`VkKseGwrf9f7|!E!{iySw1A{_~APS)XbRbjV z^w|5?(8KR~!ylu|irIWLJMe^5?C~=WMGi-x9mucE(Bpw3fB`&l%J%yw?H#R?kv_=~ z6^x>TcGcx=6+ZIFReto0@n`VOih0x(Tb6BBtja60!g=M#dyk?SnqI4Dhdh#Xz(8D;#(XOFn&g=Ox zA;l0O0U&Lsum16$oz=q#L8gr+G~*KEBUvNKLV_OTw)KR=e^#iNxdB4(Fz-0Q55-V5 zT>Ig7zQ0Kf>83y)<`Fk5*y9Hv#liC%1e{XEa=`iY`UP^(DhELC_kgy;2Fog*V~EI+0V1mDNoq5#deA5N z0L<$BVZPl&QEq!6KzNe*0JeVN3cYSveDm$>fT(@k&pkDg4J#$C$3tt!IQTJ~?X<}F z#l~S2muA_vhca|rG5X{wDFO%)nJ*h)5Qgj_xl^jLCo+T_1_4Sxa-+@7MikUnWtevI zC@WH`=*JNZ>MGp~UVbs>qBVxZ2;0km(<{oPy!$6IM_v=m^dNLINfTQ2q zR)X`#$QZ~GQOL<5v;spOU;s87_7DAm+7_UN4a0jBg|6UGR@mAm$53q{4#xnE=S_H& zJvb&9Zxe|xc-B7BuLv&V`F;~cRy|RXf}BVI7zb+P7_WxWWAShQ)*{k0!Vr8I$o(oZ z#^HBbBQR%&-Z#qvlVRo6rV1nssdL85Y`3G2`Z*-gGwQK0X+0-|HmUA(27?9R712;oT-3TJr3yh z$EAv87)68-LjZ-+4}We0fF)fK>3sU*XWAZ7oE1`Jhq+$(cs(a*mvbQd3zLnv`qPO7 zg-~*qBOp%z2z7(n&e7xjDms8QYWt6h2u0bTmQWPsaU!!C&XH6qaI9PcQsn}KL8o}G z*|H57J>swO$j$rBbYKwV-d;Vd<253*p#Z3K?*A}m#nlsqF!L#5gw`EmsYXsUFyz-u zKm;?=HMf~>Q9KW|uBX-z5nayz@+1SmfYt{*B@(p_z&cK(JGJ*s=|I3KYxUh&ptNw* zaR(}3*<(VlRN|P~ZTbJv`yhk@1Yj7*R0|D&vb=UZ`q2k<`}0e#dh-Sb1PLwu4y2|^ zDT3emw0i;+I?g{@dR;)F%8FEk8Hgg`@)Q?<80R*mmhgA}@^BHPD8TayC>zGmq2EAf z4DSG6`_T=bQ|biJiZ0_-A6N%Qj`BP_!&|*+fdUk|pbTb(0)QNj41@2(?+&%2Y*twB zS7|xU03N0y8W(SA_0K&>L1e*S~#<$8K zAsEaQPXy4%X{*#S004^5@CG=3%Jt8De(UWI|#$B%*8FskF+RGIoTkk|* z5XDYaOVv~OiHwi8XZj${13G!2I2+P}i=2;BTtrNO-~&kKw|gu;pq1Pe;W-MS^kaa? zv92mLSr7d1&4rnTgzCir6hREt9M*B#&{aRFX^!8v|JRibPZ1iQFhj^%!A4f0*jWZ47*n+~lt%G2!m|Tt}iZ1J;!`asY+mK&4)XZG+B?6g&Wwg>0Z6?1=>OOqj|?d5pTeZPq~s z5Ikh2&<_O&5yc16dT2%-D0J))uvYTMQeyQ!`j5-1=I?#=At37ye z0LS3Tc5y&68hNP86M2r^tcf~K4{W#dMj0RhLK`OlPd^4}BL_t;k5^#739`eeL9Ib3 zfVyHuz}vcgZPBC;u+R!B>r(cRXFSUv=9akQJTqAZp1o&@&|v~#RUuA8GZ6IGGF;wh z!86qh3ISFrK!^YlK@M8$viEByznP(O1zOu&fzphj?4i<%At-zRi2#2~Klx3F_O=?< zHWt^K+xR{&E4WU@L}{B!r-Kug2o?v7l7+%gJqbW&e7v3j=!zfafq*D_Ka-F3@-X=3 z*Ri#Cff`Rh?ETv4s{stK2?ij->%dw*waT~(2QvNsITRX+=SO# z5I`ZooWfsIR~N4hz%Bkw2MQ2i8sf1+<_4)=I|0eqMTG>;5`83zCk2uRe|>Q4&`3knh027qD= zLDi1|^g+>wBMrFirySwxG~AoV6r&7xCE-5+z>rfFFXQv;SQTMztJqMKDL@1m1MmfG z{iF9cxjg?tST9HDr-*2aFBhXy>V~xW00e+z{!=96Py!%DkTwc10Du}fA4e~d!rq+! zI>ev=niZ_`8N&dA0u8CeAhbRhIM6#zC`Wk*s2Er0Xcv& z1&|CP=TzerNE{FQzp9+jgA@V!y?r+$LEHHsJ4qeJ!Zq)~sERRwA`E9B7?vXEQ)((8 zZ)*i4vaCPj;+&AFN-+!|+Sz~}?O=$MR)^?^Z_a-Zp%{u`1Ob3zDEyf!rRYZ=d}IC- zQcc6mNT^wWq!_*oMEs0b2L=G`|0r+)oq$l_0;EQ{^nOyO^#Qr;Inx;j+Wv!L7(ogk z+VEw%7cq(vV3m%D+oM|yx#EYpuUA9f9)e8{!0_cZe2Q3h!~ypC?}8km2oZ=;pwPNO zEj-nM3W$_u0NwHYb1X1GF@yp<1TbyqyNe4;6VXD1KB(mT`GcdALW*LF2#=hS+r9ms z$U#YkC=n|^$3j&CNCJ46J>cY2_YhKeH){(=@Ek{O2`vmh0CGhHz8V?i0Os;I0zlS{ zhf%aRxbcllLIV&KL%pBKu+Xpsb9@J;rZ@Tk==$a#(W=#r2Ow3hQG^Kq6A9XkV~{p{ zoyI?+#Q+Mtt=ysjg;4msy@YtKC+J6ywOjsWpc;0Cgqn4L+R$_Zh*QQ@J5^5rV)Ks> zqfqnK8QBY6**)!IKb=m>ILmzIA`uShQhet5F z;QpSFJtySM0#O{x{PXA7sCLa)fFJ;+ACCa&RJ)?bvplkl~RBLfIzb%MXUnE0Q|^1Es?NSHyoL&-`nym1403E0AUtU1ND}x zw(DrG)xWAA!*~QE6c6wSV0i3&DpvRzhZ33A?)&e2LIVI8XhZ2ovG=cMLB=ak^e{eN zk7wSlp+fR1KPi{K&=UmY+5lhQ2418s3JDs!N8FF zBE{7sJfk1qk@s=U^9rc&asHnR!aN|rh@q+|_iNWft^&>c*b6_$k{J{tJj~+?CBTTB zw}}9h+EUGQKD|@Ryxz;%S{oR~Af5x1Xnd=(GCA6ZUmZ zzlumzgn~?wqgJ4rEjTFJe;%V2&AQ@Y$OS2;dhC`1@I$i$x<4@P|4Shus)oF+P}6p* zlp)8s8`eXptiR2FXC%}*GG#?I=Y&@M?x|8xJth+99qsk{KO@A@VN@{@VCk)Z;Zq8; zg97aR?dRA*2F(HjP(8wv%Fp_c_31p39JH^;X9ak`yrno5T31XPdHA6?rfHc0-*v~^ z{#Vazc&rd&Fd+{=Y?d7Wkd|~J0$< z*zW(+;j~^dDd(3~0>Hy;M;m`&CrgkRq4?GF$q#Z2NEh_M8k> zL4ej!XFkq=e zzS=odQW(g9YCKsViH8!4`{;3ix)~Vtww(h{RRNSP$fJPxALgWIoJat``*CcoxTe3^ zU$!m*L4i|wn)~+*5D^?Cl~I2=IpRS!Aj5>z$M;Hfui{7{Kw7P|ncH;90~A9uAUvY@ zSZBGYm!~;}7#1+}kDUWVP#6U)dk$Zv$Q{Nks0+9r`Z<6Hb`E(0GN%}5q3V%(n0JWq z5dI91(?N|)%)Lc^`SxD*K!!0yN~rSM&Op#7>ilE+YW~BphJ4#ooe13^cOUn1O-i&3 znnSJrF#Iq=Ok2kh_ncg^@T~msImMt-=KTWDBH?!~5Uim@5&bBDpLR_Jayb>$5{}qj z+vh(6cn)$gRsbj_^lng|GL9T61StH&|GG8y<;_T*tkFaws{nE&LM7qIk$&(#AI5g};hBQnlU=pWuke(*E@wXzk4 zId54)QJg6egKFspAo5v%_+d3?R450+8A1%A0197jznQ@4hXSZmdvn|skSi7p&Uma3 z)PO>X917il#;eBwz!59bZ`g%f`$p<>I-L?m>SCSy*%;o6R^voBe*4vJDOGva;4lF= z%-TUW@=yYi^=Ps<-{Ct`k#|s(L{1B!zWA&FR3o%qR|P#cx{+n+t{|(P(bmsf5OE)% zY!>gPq2cX3Fk>K>f$nOdHv?-E1Vv71D{XkrIEFF>uu24eTN)Za2Y8=B(>sd$BlnAr_jCVT`P%1EhKsK!71BQKE zDcNhI_ZR>5e%nVLAb>*Kq6sTP8B8@slvG#9p&NN@FiyLSGeuPw07AeOD8DG69|KMw zX2It1y)|S${m@LvhAB*@B&U2mP|k*kww@O;Q?lL>!M{4su-a;2%$~0GkjL#WtexHh z1|3eduJ|}0NvE7=oGhS^{;XHK^yvSCx!zR9tcYlGG$hJvn$Y9&3WCnUa-xFF0jf2N zoC1$L&R5%D7<%>Qjt{H~QB(xy3pW{{4b#xVdrj188^Xo<>( zkcW;{!IoEwyCTjCFo+@2UduoRTwZmHKBz^`?9Wg-02Oj%G(P@uzK2n#tAVFE(jBtN zMhNjxl*nKhKyF}-1i+l1eNhoXkMmjNZcXLRy|Kn!4Q2%>*1{{rCP|7`zNzP5=-Z1{ z=KU)^fg~y!9Mf6_NR)_*Q}_V4)Q`3k6gb-OeWL;zAWT*Gr!a@Eyz6NvJ`^E< zf!c;I8zS7)6&|mJN+ezHh=g9IQ)sH83A?X26DjX^J*_0k4W2-m8MOBc z55-VC#1R|-2ml&AJ|(k4Jl`w26)1+G8IYyu=lzM~Fx3B|YFnioAo^+`YJ|0hZ8+Fe zi68rv0=V$A_s8E?aR!bsTD`L&fR1IJ!A5ZeL$m<`tM|L3;VBu5-Wu^N2wy!a6FDe+ zx^o>JRZQNm%NY2`E$!^_Vd!OjdKk-wW_RDEO^A@XA{nN7Q4G!e@~DpE82vah z+MLoT7S)0?KFr9V06=*h4+X@>>!FL(z&B56%9RU>5f7lpfoN91?{uA2-A?>{H3Tw% zx{2Yb0A_w72_H33BkK-toYGLB%`yYiEZB~OiWE8cXa~Sn|Kvg*<*Ht5z!j{Q20?NA zh`t&DrMlb%&@M}nLAMnvH2|u7$P)n{Ka6Skz*{mxm>G!-<2tEr8zfTXUh_QbMc<$B z{fc^^RSjfA0D>yS81NheK=#*P*-#}*98>PkD<(8YlRfd?^ms% zLNU}8x19Ae=U#-W#~30~$c+fazd(%vH%JHt%*Uk&AemAF%y-E%tB8!zF#kz`1W}9t z3h0LtA^7O0`nTo!I^z2ej4r4USA{5cN@$^)*FH|9L|34{Y)3*AXl2WW{N@e9)f@T& zMH}$6GpHJEFjTOVLHi}Ly(j?|V0(sV?8#G?Z43}eEz3BN^(u1neNsGxg3v?9 zz99qKk*Gk{NRkTZErznfRS*vVgaYL7H214^oR1XESyFGFX!>mf!$W3=LX81v1|q!x zb~^9HYePYS(}#Jg!9&JL6>X=a2nt{odD0VqiHs1#fCsd*fjz+0QvirYy|;RqiI9?e zJ#EMUw2%OpRAs&z0RaenHvi=b$Z}|_qKA=^+7EEuW55u4NtN1T{%7k%1t^l1+8Kj+opnv(HQ`IPn zT>%23L=^*0@oddj*7NXw2c+Z0Y8U``oD~4%VU|$#Q2H{kVYod5H~waydf=Q>LnlQJ zgiW{3Vs15Pa%ICxC62XmUtX$**%QrXBH-g%|KLXtsR1x@0D`aFh?55}pcuhS*S!rn z4CZ#Ni56MQzx{)Nw`!Z?1+gaQVf)(6KbA?FuR6nnoSgI=c!z1rh7Q9R9x@C521 zvt=Bh7<4K?=*#__kCATsPm6!!0T~8Fi3EzE$ALr2!1!8Pq*N!TwePFyyK} z9LkXyKy9hbhHCXHGAPC%3NZ{tABLgcuSi+{?cZ)c0Zmu2 zc_>>Be2Nk%0E;d93wT8h1`Ii)j?`5VZTOuEh_^}SI$3=DYds3{5Beem7-%kNqNLgD zaxtQB#?05Ga31=J++p(7Y{3r(Y!Jci{`Loboe_}Khc5i9AnoiV009h8Wdo}=rjs)C}RL2$E|M0-^A7$Ml`aFZG?ZO?KemQCDV1T)*NK{brr^?jAHCN`t2ZM zvsYCBsZ=MM?B2t!WAGWETfLG?nXdrwz$3FNjtb-cRU?@r)r+9nZ+CncAhfhm?26%V zx2zb4+Hwk5bZ2llCvez=4>@e24?bw-o73>O=dy?(j8GI;gE-+-PPQ}TDY}qx9;I6Q z$lgJX@~c;8ItyidI7FaoS*mJ=+^^5Y3y`_a*YgLF#JTv5N*qKNZKr?|C8&&NXP7gZ z^k9Py{<;}T0L2JogNNO$XW+_e21pieb(GvQ0FX?Tj%-kALmv^v5rA}R3k3>b^fv3^ zUK&Zo;nAb6>s$E@V4J-Z9t=89ri#2|D=j(h;n3XH)F7{#?X zb)*EK%e99S7=(fxMi6gP)`7z~ZOCvBSM<)4M6_$pdiZ%-^|cr5C8ymex)*xYY#xL^pux! zYt8`#m7s^x4UtoM4j}lEhaWq0{(A>k4TMg}5zLC}1v#N6Vk}JPQwq>?%Lg|g1=S!P z!4Kft#$!S~J?$OKVd!S=UKm6HimPGT06-3djC=pX_A3ZvjAI1Livo_ip=Oq#w`<_F z&iOcTd~o;lB{d9kCqpYge!GH|k9a_{AsiY8+i&;#xYPdXJqDmzkvsK)kI`x&iK| z=-xegDy{k^K;Px@P%F6$XzxQortE>76qQ>5W`35T`3Ar{x0yjFv>f`q5Gw-kL&5=h&ivSLD1YXD%?bJ|cXJm`l4z-XKQ7}E3sF}d{iYS_nXO0-@OIjSAK&?ay7&t4=7 zgHr&q@-hEq2!1>yk^rm}zGeP9Bhyi*e+1mnS}Pc+hAS{{-_1SaFMa$!{o$|te0T;$ z$g&~;DG~sJ9{?E4jwo{QCqDgn2E_wah%rzV&~{qiS-^1ZrhyO|Flo3&$$pr*^7VD?mxK{G$OC1or`%o0-gW={KYsi}dSJ0cPz^E^Y%8vNA0CoQh2Hfr4sb1F^L`Eh@PKv>DT0a+ z00Exm6*+*QZ|diyhk~q7A>)YNqj-UraH~<|$ zIO)k#JOL?+obq1*ss=FtCwc$^_3>MZf@)p2927#c0*a2>px6Y^4Z-Jo+uYjh=ZH{T zLy95BQ3Pe2wo_f-__(%|8dk*imKuaKnn@{7>3W~iKsSV#^G;#KL0TY&5@8t zC~!WipHP#^+Rt4QT}=ph%fJ2O3PG$K0jN@dI8a59{>txGR-k{W-B0V6ns|(06`;*H z6gkELRL5xp5Nh#n|LRzPqFgMB2;)%XQCQoR55UgXeq^CC(9WK)o2}CfgUA5{2eKZf zCn;}VvaSLs8VKj997FKahR@|ttWBu$6M@cu+wNPyfMJl+-ZrEKrSd)2MxWUY_j6SP zgbZK^fSh(6r@zt)D2&JbUy%q5?ISsp$90@GhKS%EK={V~uQi_mXjM!KpI1mQyu z5rmEh|EuRHLJ&FyyJkfMerV;VUFmHVs0_7TJ*sW^(YrT3`oA^jKa3y$_CNg9)Bon5 zoc!k3|FwVf_ddS-x4-)z|8rmeqnkc@_s+*Z`mg@tfB3Vs|L2d-zxG%E^RNH;|MG8S zzW=50{R8Lw3;*=@GvD_M-@Wtw#b5t}%=Zrq-~amY+kd9n{k8x0Z+5Nozcztx3aeEfet|L6bm$Cv-$ z|LMDlj?afK`~^dYCidmK-(cMyuN=XeTD1Clk3&JV7jwB1PfR;M0jQq{U!ni=_Gjcc7Fc5tt`I&9)3e#-~Ry7 zHzCW%E9dW$OfQTN)O>w^i8>$qvBs>10;@{uzgL{C^XwZ7N`=|NNoXwyKb-!(y8mEC z&_eDW8vh4@=UMoC8u-7O{IBm%tUHU#Zvx7l6VPZL;2+x zGWcJD(qyiZ%=y0 z&Cyf)%$za3A4R$FIpX+m!`_!0eWyqK{UqrAVu#Q0oCUtG#%Jq45B-tnW=EI#`O%!y zukSD3EkQA*H^IP%!2lIwJfBYko-l%HB@+t!^?g{UU*Dfm6sCf?V4tsp8S-FQqkktm zJRj~ZIY6_WLv{7T@EM(k;e*hB^N3Ev7UM1bwyek&{iZ*LGTMC+_z8XYeWRA5O+K6M z%Ym1x{JHABBP`M8M@4tn5pcvDT#kO@`8@Do->_bV{>UHm`h#<@2%Ueb{j{}5#dsTz zi0^u%gfEMKCjVu?cr!o0zW-rN*m+TAf-qZc&;7~L5_;eE3|{l&?UV}#bYmir#&i>yKGn>yL)3|8gEfDWo6o;i(iJt^=c}nXPmQw;xeo&G zmRrxmcntNIp+8Q8z0WTL|LG&s&la<1b@w;NzCV;$_y9guJ{9?=!P3bT=xeFY`KNP0 zS`SU@SEJuP$C>j{`O>LhZM|GinM{Io9b!pbujxNnujh2~Fn3Qj^7X|=-#R6kg6nkA z>0zIT;1~uf);=FQEuLK9d9_I!ie2b&y)RNWmF3HjsLQa#k?|hCOZc$`1}K;-MK1e) zes)}so@h6@M{2ysbMSCLu7Hckq`Fbvw;DxqWKLOYE;wSRNO}5U?8H2(D zr5~zo!KU%)wfAe=tL?03pAWeBoVH+-&R$7NM3S#I^Y#eKw@I>X#=!J^^Z06I)j>Q~%s;`#gpF%$EInj^txnmytjba35Vgdy(<2tID9`+IY9M3o8 z!}{6VWGm~|{2^Yl_0t?fby~DK??mw$;=}!S>}D zd{FqI-rwta?nfJAL8s0p@Ij^PaszwJ;kv&e3r?N94O@&67ud>ktCcx-B!3++Uq2Ez ztDk5iV*P&5^I7vV$ z{$3y9{6@TEZJy2g0Wa~ds9?jc^{nJ@D=!Nd(LU}Zt#1RbUXIvvbEPmA7bREI(lQXxAzQcIt zj`y5n56w=jL)ICye|dopq_*3tAI6)`Ik)M9uD%*}YT7=Zl=ybvia+?Z6^H20<%X^p z*XZwAh+pilx#<`K@6C}Kr!Fm?_?6bBpl8d@#TYmFvzZTKxtEvP-}a!15m{)DbNZXWU}*JJC;Y?ZxB)LWR~`eWXNR1ZW?I&n%5G+_CgyIqOmi9MBa{v=>X` zDa$p-j&)jM2a5f?{9xNs9Mf}CVr1iA%~-r{5Bf%ZZ>>ci3`P^;*}@jz52nKWJmQND z<2Qkqd!p2*)l;nBm$L|P9=aWbn8fb~JLlmuHe>Q*am2($xu`qxTnyb7qnE{B^XH>z zJMdnI{`fiSj)fRMe}CACaRbL)e}RGcyuQEI)N4r$Mqk9wPYAROp7Q!uF9?p!*V8ln;UWgyP~om?mBlaC(AB_W_)i12$OGoebAE#z z>_TgQZC5_VD{ZwhW6D^T?Qsvd!P@;?Dw=rdMxe>RxS}83(7k@JIMtWmEQZMBeef#u zN1phy;LYH%mrYM5cCcWpt*J-GQVz@7W4;m}`^?4nv08hqrfdAuJPmn~9%6@IdSV-8 zxu}Ty@x_?O!iz2_I-&F{Cl?odt~|M|wZe6npO?cv>;7TqqFwm1POHhAk`wDYKL=;# z7lzuO*U+moDL@Lf4-P=3qEMze*#ZjE3QM%V?JN()U5fxby)tX*295uFJ9fo zz-4}a5HP-+`JgWH&8p}_np;5!{vRxtq5r(RQD8W3!npEA+@Z_~&x7e@oi-g8K?n2X z&G=4Kf17y3TJ@=XUJrlu`yuV^h$rOuYRFOh)t9ucOurRVV$|`U;2-`9-;3be<@jtl zL%+$#{k}RZ~yq#m#?{9ReQ9L*Wt-EeBgs(Kev_VDo6YHkrH1I%~xV-pKrq4 z+}gsg!g#EUxJ;jpdLs80pXWg?@;(dwvF^8Y{9w)99swF4;Z1snDP;9JfCajahbh2TK%f?wfYx*x;O`4wM`oepY|Ek z`&sZK=Kmt}e;7XR)r$T7fgq8o2yzyO`Ox zPq2rd7So%u%2*%cR%NlWPD31G{Le%GNAvUR`{(i2*atg}_>%VP`%lExzOPfT**&}T zosgSpEFKkK-+v@6`H~>cjXmM_R4qRcg&#dp>6PI+K~{P_3=c z=1kr{lV2|T7reRd!DxYq*eQoY>pu^^a&C)f56-N18GSKRB75sCGkk&OX%y`pTUAeH z9MH4IiddU}r_U=N7;FDtyY?f$+Knat(ZmTK6n$++TJoi__1cs%^g!uvzRv48#-Q-f zhSG1#1%BzA9?$XAiPdk+)!ywY<4bk6RHcYN*h zV+VJgJC|2`y0Ha?4_f;lzrJD~cH9FWxq=!#&A}tKmYSgszy(DIR`@O?kj|MN%YuG!psL~C(>9%_lW)V1DpJR5xW`ST$2vb=K^ za~jvSmqCU(X}b9AHL85EzFYrwkmb5C+KE0yn=gVKI?N{dv(H}*9{c>s*c+nmmq+sO zMbM9brYB;*3_Mri^H0L(XW?^{WiJDd>6X6T!{Tx-09&7D!PW@LWM8+qz6UvPjO+AahZ zo)rgm&~=V{F{9X>Ebbo#9P7+bJ((VA)IPrma`AJV$v2^vJ_!7*W)a61Vf-R|jx`*0 zs6T#P_0`+IHf62(`LXqc}&RCtrrBeiS}m9oxkMUj*_j^s^i6-v!KB0h2j&HT2l$=NohDlW1pt zeyum)suGl2AhsQj%cT8Y-~afHBfG-s_~BNnLpw*^X=A7+B zf|bp!{g{KoPaBF}yTsvh<)z)~@|@3EUUQ)Kx00A)U&kmZ$)g{tNpG31kE*OH;zFRu zsK{5Fw4v}p_xc%c_GYPM-u-ETEd0>_m;L&So33C@epOuC6+jO1`E(FDD00x+@9q6S z?8%k>Ul=~cY4Mi7}eklFW+P{6d zayb{mhH*IypbOe~o*WyO*)N=+Gc4S7kz8Yr9R5LTKlYzGKKNd}{noq>QAKskIkYs! z&~Zhjy2Si?AHo(Cu3`^M8Ll?D`co)d8aDQ~ix5U+6uwqkW%1Q3VT7*n%=aon-&l~v z4@M}w(6$$kGS>H6;e`?x+EDsk7e0$NjG<&NF5p8BJ@i8v_qI(#;$@%ttq;93g&rt! z=*#V>L(_U&mYmdDF&(ENhc(A>BkG^WRFs}p1>Tj6eI1D>R2M#w3Ty z`c9W*-~?3iOcayjM<}EVekhJK8<*(FV*;Q1C-`?LtTstUvNTp@utz_Xe&}9*voT`v zxQ#rq*ni~@{^r{;tA6;v29r#r0IlXKo8)jtv)Vb>Y+d?r!r?&Qe3IAkt=Y3nYPuK@UwTB z&o+FGI9b=%T%Z?BWv!WbGGFvJ*23fG>+Fx_4Eh;|{*?Xge7zA0LN51F+iw2OWuCr0 z+CnqVgVK{>YFbwv+ocefa;B~=6Y=c$*!#A7SoZsy{+ZT{Kc;o%sl54``zCBZ(XaC* zW*!^Gs_G?nHr4c5OGV|^y*XQ&lFXI&`k}ft6X$o@{z8so zT=bq7x}J)!^3jH(58B>o2pBHH=ZJIN9+8K(HM-3Cx}Kh0!dtP>hVJpjxeE_8uZdgp zgmvC(H?AddjnNOKp!YG_js;6SR6o$s@c)$aWA9;*`S8@=XN_wx>ukS#2)TahF~#I! zUBu5Zj{Me{Z0DHl??F%HQ%s{>t*?wjw~y1*g!!e*lZ-)YMegtQJ@UElr{dN5N6hUr zwk?;*hcQpkxfd(-<0EuyjpFDG4>ZpO?E~3Y!?<<1qWMz!(O>)H9N6bcbv5UV^RIq4 zozL+Pdr)jZYd>x19v`+_uC6OjmR;|sR({&jN!-af`-RsDzU7)ZJEI?c;D84Gq3$$C zGGAX)=30hsc%ay7ahQ3jW8&d~m;Bo1-5<~V@Ii@_DEx!Idi%3+nY$t+nQDpy9W{Gx zrJ|>3++I{^R{5%j@yEgpA9P30x87j@g<1oM)jqi6XY;K~>8<^B>uc|qH;zlT!C7f_ z5IOi5hce!7iOlmnyc%0;G|Tt3chs@sl=bv^v2oVb^~}n@KJ3nRS6gkLxFL7w%Q9D3EBhKdy{dK?t9rbD z)d7FQUe2^u3%Y)U4?T*n`K|LVg~4 zzTDq)9CT}6g&*2Bi?I&w&0+fYeM1)*p!7Eza}Lu7ZENH_v(V>M_UNyA_xg3NwR}-) zPe1$Q4fJfz*=nCQwBpJAmXl{AC-!;ok%4lJzDk>av+lAD$>x5u7w5zCP#e1L!%mj% z^J?aA9pl=XI_dmZRacc`4$}`s&Z*&MFEG8jo`nxNDE&?D2xit2VMY$BT$$a=kT>S3 z^`AcKr|Vm589UHsW2|q=A!F!h_Qsko-0i)?x!=HtTsu3R@tLt2C;D@J)H9Ujf$!I> zzGT_!5UXclU$|NPt5{mhC*C?%+u7#ZVDln;es&}_mot{sqH4|jP1kutr{(}ke>KW6(W_usefH-0qd0(hY2C;0QXH?(Hw*c+xT|Cl3v zUTnP6!=p^qH+p5CnD_W^#PExdhaXO#&?BF?SFX5Lp4yh|C&30jb)Q537a?Y!J>ffa zTn7k`>|F+3Hyb{$^;WT~ZY}mF182odY>nsW+Ia5R4&yyBVXk)N!)IrFh6n2X)N{mV zpX(!5=7wqnz4EKeJ@R-Nd%`X~)CRW1vyB;DX7^dikHwgIB0hZ9z7hR4ne-U8=rrD| zk%Ki386!S)nNXiRyO3|pG324d1*)@;>140#wR8y&{^ho?ZtL!TZ}`fY8()MO{fe<{ zXpC2975{8s`f@+^wsfwqoK{)dQ1H|?{p}v*m?JCBEOTgak8@R6&;>u#`yclczC4$- zFHs|9e7>KCJ@{PTVfR`IesFJ7;buJRzxⓈ0%4zg+)$>ISfL@ubaUrhX;yrXe+v9 zQDdyilui0s<%7T4c0LM1fvEiOwT1f%9o0r{qoejqSDf7XV`#`hkw=bxDC4xD^tWP~ z2PSkd25mfB3q!~;7Xg<0t67l9V-s5K^OF|GO(_}X)|wP$37Gv@TvCa zFV^vv8n(J`qpB>1ROUMKu+x^}vF)KlF~BwynM!l6;;hrwhYl$IwHd!PGsem!Ovphc zzjwQ^Zw(vA*lMHuHfspG85eon zlKpgGTE|vQR#VBJ5HGzdQEk^YdiVP4c;$OqEnhFOUiBP{Y4mgNwjFV;^Lp)HZ9fmO z<5(v>m47d<@Ii@PTUTz7p>Mk_n~Y~&$Lb>1=h?DTVHbVSZ9DrovRvgO)^FZz#fj5& z?$fFiuu#UKfNnNI;_7D9C*v6J3-HE*_VoMR*oK0wVVDaMeU+!S+oU;x7hh<%Nqx=d zN~<2)Q21$cWXqdoy(h25e0$Nq2{G2uwA#WZ{mqXnJ~IY=tengok?}HRwY;{zM;<3ceZ7o!%C3)%a;`GRA4lM$upS!L^_DU|<#;Jos~*E~ z^_+g>pvU`(@v1+|!x#Ox&*x8mg{k83w(MqmF?ah%P-G}Obhfx|JStls?`OHS-1D)9 zWkA@l55>o3f7TC}!q~W8TJ2Rm$j}c(XKo8uvp?omwV`;U+qV81ht_xD|HVjg$L^W)J)AuUoV&K z`M55{+xfsNs$)vmf4?h z&*`sxw4u)Tbi43F+x~J{eZ)32+fsa_gIB|q(<(z7ip^?+@#Fo~-@9L5&VCp`A+#!% z6Z*~weU+jU9acPiuCx{JoDhs<4059OZ}a=6T*ttK4rt}e{Y)|?4F2ZRxCyt1PX&NZ zC^{Z%JD>EI_V2!fA}9)>$NN|3s$ASfi*Z;d1|8V9f~AXk1i{u;j|)CC27TP-$<7LJ z7`rw;Rw|6xqCmissjW6#l=aVZ#Y7&g$Th#_iJQJkTYN_mt$5Iv_3!cR^{aSx^n7O~ zurdGu&<*Sjeegozscr8+%vA@zOqHA#zv4AoVTg z60BKfFW~COcHCak0S!Fg#7>(?i%t0Pi#8NlXtOz1+%=AEY}o4ljmftc1Nl>J9a{nM z3mGW*9`gf!C~~F!?RhrGAQS<;Zfj>#9FL!^czE6Rrw_tvkCje=6BZsv9F_@zV^Cyj z+kC)g`+UV2yz;p`$%nEk3Y+V)KU>H3j&8eF-Pr~@dlAiI0~`4DRm;w|Gr1La$(@Wz zEUeW&Z78z2-R(YO3lW(~M2=N4Du33&V;p%gQfd;g+TJBGVSPVf(Pm0om3yBy!mYVUi5Hv(4vt z>y?ec{3b@iT=inF&4;-&(+4lK_Iq2{XlJUJR6Y1I`d@wdo%gb+xyBOK%X%r3s**OU zTL^|umV&Nl><2w`vy8Bf?5Zo?eZL%fDR- z<)Ozgcv_rKie(ikNk?-5_+KVT; z4O9Fw2TM@zA2GyM_i64N;LUdBSMKlgVB~n8XO)RLU@jVtw2aJUC&yB;(b5?Geo<7fQdrh_{s^d;sfOAJRkI;O%pvtP@L~ z=A1$gRCB7=#Wnrlhd$QNc%|!?Zw&9{Ja+8qcRlhEJ}7o*L+OXs{?UH*<+rXLVL|d8 z=Tk};K)!`=hIbu{OQycp$ufbCEN7{x_knBK2oE}1IS!vRmi0=T4 z_;Y|~J94}NkLSArdSLE)3&uTthHGp8DIm1aGn3}C{y~Ccz1nqgbs#6%Tye8?XJX_C~zqL*`L`JChyRh>pdJhqCxx z@v0yEP7md7q~>DASmo6oeC@7Xc_HjERk)3+eSXr`rg}+lFR@X|R#Li+k=?{rFNYFh z#!UVxw<@}hg2QClGW+M9_b=ruK7lj0;oDE+c6#vT@U!ou(B9yvxvs*rp~wO*?%njk z>+P-JYd;f@Y8X8lJD=-H9b0X2uLy@#JYa9h424nObURqFJjYJfkIpst@IjHs2l~MP z)f%uS78!K3HEg*Cg9m-Iq4Z}w_@UUq4_|Iie}DCzZ3Zb~9K+gBdLe|sr;Yc@8`NxUOV!TuR1>TqX0TM2#&H4)Ka~DK|C71x>@Y0jIJL)*fmVqly8^c@ zV^zcp<8r7?)iM330_nj9`oL8C8K)omSpU%XSElm_LY?7HXDQQ%&)#^$dG2HKt@2h|O{Q$%y%^@Q@VI>3 z?BhPe^~%v0?5^+Ft(2KffAxnpwDOgH`xYxFotQu_3M`qA&mur60n!BkXaUgl>s_Tf zMjN`V<1iSq8hJ*mXV?TJGOl3Eq5rF7s6Y!)=ya@);wvk%88J+AW}0HON^; zfkeis9HL*zvE}mYIsJS5*ug&SEVmaR0^Lu0XWKR^c1!GIuhpU#dKfE$&9ZtMK>EQB z#fRKpV+LP~-7@=$OT)bDANm7t*}6LJMYrr;JmWJIU9_>`ZG46vcI&joD@;(n6O9~{ zI4jTC#oo64?pM&ixno_U3mwp>_JhHx)ej4h)!o$v<5_RbvuX&twgVAoWTEgt;cM|6 zd93<-ECv?E5xJ_De)PBc3UTDMnhtdyi z6*gB7>Ao0Pt@>l7&~Md8)i9g;4iJ2NKJ~gS(-mKgy0`)Z*r0p;;H!L^p&i#eQe?hE zxB<3>y`J@Y&Px8}t7FuI0M46jg*XF06dX|c4L3e14=UeyLmV0C8h`UWuD(1`6=v*X zlQuf#L(F-6xWkSmjL7cbDK%g*)yp&0er*fS&HMsM<`IrIAI3__Z4EApEiOETRSh_9 ztycJv^%Fbfq|^CjA312z_q+7(+`!TjUIfQk`7uK_xkygc)hFgPfB{mAfd0x?`;lt_ ze+F;G3{REKZQ;!Qed5hzx^5+^6?vIphj|>qE_hl@#)4!z^#p0Pw?5g;Ji>}@ryc8D zB#?o^gADlE8%AT1BCp!x;FX_sthTMdRs7j@uZv~!WS%ZR;uLi$uEIn-oezI1ZE=6} zTB>584aH`qj6<SH6JZBV2W8qjta-0hB#c4(<}1PUB8;Y3VM=x)jM=+3r>ca+W<`3}=!;sFxz zhzyQ|4$!heH?${L%HTWbD7sPxd*DBTs(00=p0%EOYwzuFbnW%6sPH~&VR2|OQ!-kLCqw=Ai4HMTX>9v z8}c81Fs>6!i5qAcR731E-ll)V^q7HYD^n0ovfBJwe5)LZtck>eGI^I6#O<6pS1Ky}VzE`*p zJd=btAV~TvIgzR3>aUAHNkxC)w@(_(<3e?L?ACKPqaJ{*x^fFm#*yaMmYnRX{-<9W zm!hK>CQ-m}mfuka04W^~&vFJ1x=8w4u@9eGYb2r-=e&Gihs5V&$*TItW!7S3Tfg*k z%Gg`hf)roB5$l-Tu&D+b))h8LxFCrk`(+G?ZQIkv@!<2h*cd~XywPU7-Xxcsuvh4~ z4QRB zM-JjDI)Z5*uet^oJQ7SBU6(fLUtY)8g@;ZrHeS1*hueKeJ9}dDDxFDrX02R>FP}_r zD?e~R!nGC8h!gD2=XUtc+;p;8{|1Q)ui_u}DUR!T5P?5DkS!O>?jB=1A6hK#n>wof zL|N4o#&7}%#TybSdX~kVZ&#As#7|+r&|4ZdI$kYx_0f_FMR8N%KKAZ zAAR$FH8vb_i0os0-h$wJa@KWB03Im)ZR1K$(sW@U03`azR-2=K6f|QY*M7&Mjl`}> z;#2($KisHF;qCkHUtwH97vq*J|2&6qhJ$(faI98cbHhZ}b-djsY`HJ1I(c&Qqwwod z1Rg_P^!@cmX=VKGa&yg!f^Xgo)%WJc_27sMT}`g{w>USSDL#realFYZH1+FCL14oP zNxyjC%f_dh+!u>EBL#cp|Y|F9tm~a6I_V4IEpf zeCGV&zvJ+vspEV<<@m8*!=U~(xA4U``ERu|YZ4vt;t}|z`OmvBHq<%ti2aeA<@_A4 z=f#vmN6#tz#AW@wIAd!}{waowo$@>{ybHG=nmD&@6TVy(T!%LDJkHD9eBm2%@PR&Uq~m&jZELC;*BflXrqrqpb*)sR-wxkz zc#V7*Ls;QknE1pVZnRsT<{pDCI?7?+3!cx1({Ms!hlE4OK7TLM{&+n<$%~(A=Sxoq zb@cIzAKDdXyY#*>YF?8D01g0dC&PK6uHYox$*K)zOX66ovcV6SNNn&=KazeV{Yb|h zc;A>iEQ&ayjbS4@tCzlW-L=Bdx2l;N6*%a*?_Gb@)1;vvlKzEP`%#!l0TUpR-VasA zk?2*qx~}8pn=SeDp`8K;$N*Sk`Je*#Rk?mBwPL6scl`wW_(eqp>{ykTc+>Ct_@sZx zHdk{q!W7xp5t|l$m`8i>w(4nPaJvmH(tbBK4&~vT$eMG2U7vm=-xv@BiI zN7TsZr&@)D{<`=*Q+#sav$>%-X2W<6UiC}T^0Avf=W^&Qae(VS-B05%Ph;f8b- zNk4XqXUzqC+O62!VZcFxgYIJzJ0$wM_ULcVc*aRxDQ(o}l@@a(upt#%9j8>Zu;|W=&Ojg;3VlabF<`_P z66e^`j`7RfWf-Tw>XB{awA*b{C@@`~J%HAzgMjqUiCjif-v00x#{8^^=a#C2^Kl&k zNeOyLOYJvC!HKdd%z|v^+AGEgbJuRVC#y_PJ)K;|c|5K72ZweIQZbGG-}+!@Pz{x3 zfFXz;GWw|(&0k5!2Rb6)PVVtQiL-sz40cHFqZ6(M7SjDDw< z!{D7P`jlpER4XM92|tyOFzJUE5D|NLK9)aEdcBRa`spVY9ta-zDOWjf&*sBv zVg(0Df8$|!+r^mUT2Egq?)osrb!xlEcAetcKX|36`@?DCs8~mS=M^5ED!ac|$=`QQ z9ys#A^EfF!#~%Mk`Wv6IacfU&w@w?59rHH%$5-c``!zqrh{UhA+gdoefbfn~Su@M& z*Rg0L@!9I;C9i#qHWEFTKK}Oo|37n#?y8d?l;@f+wUhGtW|RMSAO5@dU;o=zKl22a zXX(_(+nr)<_i1MD*3u%pmc~hsK4dG;N4RzDTsE&$*!tKze30PNM$+HPIOC+(uSQwr ztstje%jpO2Kl;K9Y;~YH!6~wRpYs8`PZF8ivl@Q^4nC3IPrFUdHLsD_AnA8m_bc8I zIh$l%n;eri5+8YQqYv5kl#~bF&|3XUKNm^9eyp}DkJ~vP;2|4FJ6maQaU5*C|EcYb zUi)fNN=4o_`QqS8$)V~R%Jux?gspYD+UJz&(zpw`{&CK{)?|whBv^HA=I7l^ao-cJ z=f2_g!eOuI`oELn%zTKe>wJIc^w+HO{+gw%qn>3$cG6?? zc6(poPq8iNvh9A~zW=?MU&dCS&r<9U9aBC|dF4x$TFQ<~8;SqA72PDvt0jNfBEg`I zq`$2X+XC|b|J@YlN9lE*!`GQl(t&56=ifWo&T}p1e14Mfo|4;qr0O;M`x_3|sXy1| z@6P@oy#M42vvGFL`oa5WSs_Q5(f@E}bj|k1Cz+s1jz}J`eLcsRJ!IYGK1xC4*UwV_ z^Yr?Y6Hd1;!6pVI{YdZkHhTI6{Kw+lRR+7@VSmDT-5H%rJ$&amyG{A{NqYVJCw|_f z@oe|g-W2sXUMH;Yr`PPf+ASiFy~3}OUe49c3D;cdH&@IBlKdd)*N)Tu{b<(RiQb9N z9Me+{A^Q0`#}}VhDdwF29Dk1Wm&DnH(_L-PpQAmCBI%jNk#1Y zoMij&Bu-Di(%=KBdGEEUFLf~PT)d6m+2;A!mEW;wBf&uQ)iwR-BOmLpysl4b zLVtS|Oymx`K0H`YPuSHMbdq5lKS=tK?X>yC6M#54R@;}y`j(FH^L3)UKFQNZX+Eyg zYxb+Ym*jP{uKSf6C(C>)Ios!Mhrh$e+^>iO+2(qVo%l+e|5OiV9>9Km1qUSlk@UA5 zJ>dlU@&R8zN^#_Tm-RAz;2$X-XE)(_Up<@SzHdA`sg0Y&>2`9*7xL}gJV^eIzvfE2GcCwA1P?n2ug(_D{WAi<)Iq#s%LgpX&gT)*wHa}KdR z(MfrKN}SJUojMjikagc=jrV-!*SY5M>s&i;GRGI-@BDjzJws*RpIkeZ+tNm&UmwDp z&HYoZ^|vXmhxQ%SH~yUu{WVsvb}LARlY{;@A7}}{)!v9zCq+-%*i=B4CL|bER)EaF7F!TP2x{d zLNcEJ>7Vt2Oz=pOfNYCzCX+to+xI`2$)vC1^jzqPDPu^t@&4xf_AwnF-?i%|c$4y# z=PKv_)!3l(g(J@i7o|L|T&=NWKY5M{=Caun57KeH-E#KC3(M`B9cJ_^F84tj2@ZDN zUvr-~g`&R%b8gR0{MRWbyXW^utVxeJdVk(jzWahXs(I4}T>E?MIkxpq20Uat873ZV zM){)fGL2_$uTnogJO7VUKXG+lTyXOI?e8q%x5k$-$#wVp+Abo>5m+@h#NBOgH=I=u zV61$0`Pt3A&(Zp!R(yq29MyN{opW)OVtC4lI?v?}=X$Qk>bu8)P3OTp^#0xH#`$_Z zI8LrFd>y%)^X#0+S9@|`>%U{?`ObLX`65q6^xii$s@yXtt-d!GSLvSf%4>@Ko4(GE zJxd=QYHQ{Szeuo=^taj`7dY{VF=D}&p4?Upw?kk3JN?n$el&8FU=N3zz@2$56^Cvm zH9{ACbdV|ZRQha18DAV^b2U>79ugg7E@{_kX}41Ae)Cey+e6{D+1hv0({b}Qm9g?A z>2;ce>y($Qllf(w+@F0t<)#w9o#(5Qoa80PgFVHXa(!a^@ipT}p9k7V^y*x!$E_c< z8?KiqyD@F#V|t8Nr{7JJkQ1B}l8fXf>E{W|6SeEt^~yPmTgEv%zvvu?4Kkn496v7- z^pS1veZ^~}+t>DEi(cb8SFm680%W4I-fJtYzDead$O|O*g9U!KBhT7cD*w*m`bESl z9dEBT_{zNbW0m+{7Y#T_a_q9jdqp3*NVqXx&!K#jNU>BqaRaA55h9;Q&c}KqMx@6j zUvN72nJ+f*5T^L(rkXx*6>G=39-EE)@BDhd)_un*^)${=!j$i)Ug$ce&Xm|A+uYv9 zYhu?q!g-=cKQdw2S~=F#h+)lf%h^Nm%`whd$#9xX@<}Qs z&qLnB*Zez{xAi&0?&qP;c|GO1+MC3ac~}03b>*Nh3i=p%t;;Ddt#zK*-|(k<;U42h zFX?w*w2?bKI5FP#(Ff|5vq1N~d(FMD=CA3_dc}{+il@0d(K}f?Ub~v7UHsmUpSo`H z`pfgAc)&pl=T)kohjOa5f-SP`At$k3CtU3@*dW^t=ghftlg>lF^ZeeN@Q|(J+gv8T z>n9-Kf;_>x@-f$8yw06+&N#C2J9`L_=Q_VuzMVr`)7RiLhJ38Q?Nzs~cZ|&-3-Y?n}<6?rCf7x&Ht2{tHWex=zD9sk@h{p3dqr*X`@1oBPWeN;)5< z*Ei`k*WR9&?Egn6{B&($PS&`%zkGb30;AS!=AgZD_4C+0BYSke?sA_fPT^a}u@!%p z$DHe2XZiK-jQn=rx9K_V`l&^~2Ch6_q`BhZrQ%ri*R@KX(M8gaY)A6sE5}33J)YeE za@6@l=cUK4Cmr*-)!NaQxRAGXzQ|vV$?biu_3@n79Mk!A2|v}2y!5s6`ieZl1sVOy zQLD!k8yE*C%R|S#ePGYSw(C(FYmVU6@;tD_C5*vwd@DP@RTek0s|h z^Um?)>uAc*A35CWcq@+I$zjMh2k&}IPnA1dp4{vXKe|y8@#&u|) zOJYGD8)7Ped_h_dOYYy>^`giD@bSrqYqPfvr1SGlrT4Mv9CNw7SU5j#>td-zx#~Q7 z6Z{^J16w3&J_U3qEW9yB{`0#V>t)^f^(U z9GCc!yK!*QL(-4bMtsbFiY>?aDjm3W7{<3_(?+7#*76mv8AHN{@s_KhyRWCDJ9zgP zt{*tu>A@WS@Qdh!4&a){)jsEseM$QGaXW7}9%Fx%?W%K==8bhv{T}nWiKUNa zTYTwa0#BssrPnFz=BU}R-{AKcpZiJJD~9v7{MPj=ULL!66)q_sZ&GdOW*Z!&a30g? zIlFp|J`x-x{m5N^jC)>=d?wy{5axJ0+%`}1dWH=W8>IKsZgVi>L>Gw;ZRAt?(QCQ9 z;x!mZ`jNHv@`3PrtP$0ZV`%S1r_^bx7jTbtGwZkFt@BmK^ZXs_V8%!+Ay=HX9#5{@ zx_NXz-mdE=pPe4M>0Q^?iu=)K4>@9;`FA_wZF6@L*V)5=zsc$I@ZuFXE~`JyY3<)% zLt4I0_O1P2`@=u@$jAC??dEGe_15#qd#$RA9e()hxq1D-yxgAD^)X+w9vz=JkS+Ji z+`3KE`BScw&cDR}1Yhih$`M@Qg`~gw;JkaR%cuA|sgIi_f9_Mh%UnM&S6T0Lt)#iU znfb;K(s_8h<>Co3=WA)+L)e?N&icbxe771O@vU=H>z}`zv|pE%x8r%6J^ffiiO^Jmz%-&ze#kHO#U!Pnn%KAt=bN|Pw|M3rZ!37D|wx3<`+U2VICi!G9%lq2# z`Xrv~lYIqyuVe9X|K4ugZ{f@s()(#6UGIr?nc{!3sROMS_knL@^EuZMeb^wqpLYAO z!?fM$dcSOM#@;2a8e?BO8{>M?=b3%;SXWQjXY)NG`)s#;opPFMBG)>ftI`@ek4<|@ z#G|(B(?$~irv3IuUmGdYa#iuQY$+6n>H2b3r zO>fmzKYp66aqW2ca{WHW(QX~X7g9d-xQITaO091dl+JOaxkAVByxll0UzBtm+DNdG z^dsp5&=Yfua!5@c%1HERBk9-qLu*1~53TQ;C#+T0`H|$IzjBqoT)25Xd*O7v zr`&(#wa+si#km$_$9?s{!uupGyxSQ+{MX!`El&M~0_>33BOmVX3*@_r&&QLG+k>N` z@3wgXC>Csyvdy{7uk%@!`8)7!vG?5GB))G>#xrhy&3WP26kfpzj!62E^dqBxzn9k! zH=drSmd(_$@r|sTx}N1Sj;uI6SNS@(yBPF*++Kl!1Pe)jtM`ZVGbV76buM_WrghM2W6lr0kzgR{N77#p zKBXpJqT@ESk?0}mN7CQ;PE7jHL3+QpU9aZo&6VrZuCmYPRa)yGJunB_3-OHvQ}_S9 zu5*q1v)7~Ur>_+!ug{EgdOjKJx?|?O*nJ+cKH&4!tZVoniLc7Y9epj{X;0s|z4nI2 zcgz!gx-PhFo!=ZM`8n3+BYS?=d71XXjFWTjxjW`-TT>5ng`VbGE)oG6;N632rew{d7zd;A?$fx$Z z-md-l8vAL^TDdlM@v}C1?sHB2H1A#A&bs5et^Mg($8$X5KKhnxisxjPWAt?Y(D5F6 z*2CwR_H&OfqI-lz&>=k}a?J>PcYxU)od@GAL2r|akW&pG}m>1Uj*gYB^fH=O#I)|q0UKKppa*IA>+cI5d1A1@Q% z9P4fB&pxw$jw9=wJ%f0i@OBU2I@dpZfNP%jjQ2cYKeR6tj>+bCPS)>PU-t8zWS_a@ zoIDignw}u#Pgt+!>;8v&e)2Q3S=Vfyk4)<->1XPKZC|)dI=TO`^VOf`Ui16e*9+#v z=ZH2Ey%zIHtv*YbIo{l_XMkWL!QQpKzfIMa_YSM>Rq*Qj=&P{~)@w^(b)6fFx%Zvj zyX5ux)6UI-new<^n}`kB=HfN4JxBDr-09Je47<*Wdm7!JgIRU^-br5jYsHT~m~O{- zn+wZx$Kf;4>-_9-cpp^fjJ@tt&Z&7`x!$jQhy$s7^gOQT+n=5jb8z6D`nCTT!5k_Ml3Zn5ce${d1E+hxU9En^2J zvg#|f=ns7VyU0om1OTM%e{Y_C^juc`%ZCsMd8dvFv?C(@3PgmL4=awcPevF&+IRFe z$-pjxqy&A z_%uJWINTN;q+?WlP5w@=>Q8Q3-_?-h?<5I9PC)#O>SJ7!#C{in{laIq;a&P+b!MeT zzl(D395!UWwq-}~!{6O3DG2Ngy+43draQ;xa3le{pC#@6Y_uLd&z;Byr&W)s(7Ir} z1|hwH^R>Ya!_ViGksU2YjFC=?Hd1v_NnGY-sxOjSGhQ<8OVe60;s4p3T^}cL^bgto z=KHKj8)B24kmNL^!gOd-SM|_eq$&~u=Z4A!Ijj2Glxsf@m3PKN{x2VV03eRfBY=R* zzOJd{%PgS4+BxMCwp;h=hf5_b`!U{6=r3*_R^C@+kUef!(!0aYUW3PYZL1m?ha|z% zM!J1l0ppUYMCsBYeC)vm$0v?)^pW&qSNj(~ZB>lBiz6j3Fbfz8N^?X%daWMjNdea_ ztc1xMK$j0a1Tes?RC}#GdxH*RNPN*ouSzyKYL$3stG=7Bm(F8{?RwGvbcwI!Cgp)s zf=bhI@JBzmA>l0hs!uHFolW&48{i%qS4gKwKaz3UL*C5;g$-W>X(QD*#u3u{Ys3T`_;)}2SDsSs3INr}wSXAM z@wp>q3>@rQyVsvmhC)a(;8KL$aRP1-ZgRmD<`b2Lx6ncAtLudI#))=XyIw1ajP>j6LSl5B-TSn3bG@r{H58 zOpRANl~Lt>xtk}t>QK{L4cvkBaEN}L9qh<1C)i)~Gc}4mJL?V%II>2686~0`gA{rX zlfpOq(C2#O5&*DAQPEdI@8;bc4w2~5c7oN<9S)I1h?Jvh=(Q)J=s^ToiHrd6+CJe5 zwXMPefbm+O1mHx3j~zHYLwCRN8(hrXkpMBM0E{zLt7Hn0fm8hah1Lg9FG&6Tm^*7n z5POml$NdT}64)~ylIxsEpcmx4u;C_&{=ohAEJPa^D@BeVf+O^i(N6#ooa?%dV=@jV zl78^2yeu34(AT|8&7QIWFq>-ymR{Rx=DS@FlX_?Cp(ld(D%dtCS?Q7pu#xmTFCVXZ znzW(!wQ-4Lc3gInFXqFr>I~hrv~UU;l8ODUU;8#Qr$l4xSooqJ?Ai|=oRwhohy8Bf z1^`0ZJ^?^h$E(9|Bs}awwv!8y0E7bl-Ug6}6&;TQpvTli+X*@$aN|^kE#zoBmiIs0CW-i>4VTGLk63Vsgb*_NXPwYJ7Z-LR zFPnN*f9U<bJn!ZMFXJ7l*>|zfOUjxnm zcthccbKZG`K1UCam*g={Ugm5Ky|l;{dmWjM^t))wtWxMuJfflq5_^ zaQ#7^4eI!q=*j)U^Ow79RY1)QK@()vJ5Hz1924D^h~=#c@Y<>1me*h+NkT}HsF|&L zeY5c!`F)}s6D%aYi3u6~!bNYy@X+tx=s4p}Xd_8T3+Sd+0LwrVgG~(xy`GfoFGD`$ z=l$w4DwB$$GPPBJ3m5R|N0I>Kc|VgjcX#c|ZU_KmAy0qkLtK(^q~n4U{r^at6o42a z=?4hu;{f;B!p5^kzuVG}Y#1-%HRZmWX$7v?RD}hG+W1A{ZzroBT;!9Oho8H-S=Ip= z;K+e#@9Y?_38lP|?W4;mh9elOt|3sRGF1DiSHJwY{veQ_UpZ4EgCH^-5`lJU*bR3~b8z3@n0Q1C(U5p>6@mu=9LY`wNG1wus3rGhH{Gm&m zaeOjPJH{{LpbRc;CYJtBe{-IwD*%efbw->>C8*n&wmpstfkafuIdS}{GS7L<0A`?$ zSM8Px`o`RSs-lP!P&@9t=CwPaKP05w*(}RZRjZyVL4j9n^~1q^5(g4Jm*Ao|0=%3KsI8lVGGA5o$odtB}$6n^y8xwagFHm-3=KhU&W+1XP~W!*8b4XN1z3rRRg z?DFiP>sZ*-ac!us4>tP9bG>%QT!T^&JD>{4x?AnS{<5qya3iogJ*6U2B#I%K1p!vQ zbsT&2kOlA0v};+OhBDa3JX%1=nvY|T9^=RuCy2Q?e;s{W=_n$1=_dLf3^zuXxl@JH z>1^?VbM%nA{utj*xu5rUitCnn?oh#zMf7MRqyHEAhzBP+0P+z-do5rQ)nh9QtjjFy zYVTRrj1By64ntSm5fVVFQ@bM8+O0%{$8?4CnpPlH&u0xi@fmpEoOM+IB=i}P1 zaM3~Hn>M!I&NWhb)tzH!AN_0E!oNP_SN&d|`Z=BB3E!1FCpaYIEto|Yf|bB=(YVHr zF(kOOkraIM^W1UK0kbXiq2m)zvO0&WFADR;%dpjU3=ed`##ikJm)h(Tc)ff@2TU-K zU^5==W4HZs^>Y-)EA-vI>T2h8J?yLO{`esi;yDU_0H3} zac>VhK1i`nUF$G=w4$+h zS@CA9ck?r-%t9FAXeweqwm}^G!A2DT9)=KNmZSYQiA;`SfPMk?5(E^IEt~Ut>5gg} zJo#Z9OqYx!W1N|s2{`t`FEZGsG)*rhf^%Ivan=GDYjy(8>u=4JY$4={s{MU^vSu}# z&EM;=duNBC6(5d|`2i38=EI(-T^bi2{*#N#jMI68Q~eSH_VB0uDF5}i>yE2K9K^=z zlYuT|9gB91YkksB(t2Vlwki~zYNLQ-oWv-h*dePu`tzn|y-UIn2>>$s1w=m*JCcLM z4!w|X|G%Fd2VxKHxbEDA6=R;Bb>8ugH|+7sIINIWe@_3G=0eea4H-EH6eobvu5+x^ zVRt_6bNXpLdASkJ0ByzfB8aeUX*&%awISS2Kg%h?ajV~V_H2U8DM|QRxA0?ejTt5> zZtpX`?v$0EFosX0=Y;;yS6*nh`7%D2e$L#?gWGq$*lVtu{W!~i*7uWf?oD&+34HRJy(IP;PYV4H}sHZ;HPghaQXMtxt#@%O^zdE!n-<3+{lwff>UlTpXC zCg27Z{?Vr&y^wI~1;rXALCBc!YUgp&USn%((8+3deeEy7_#DMsnmWQ zbE=QyvNrc1{8d|Fx=-{1^YeKhgAeeK=p)CIQoh?yq9g&raYzvYh;j6h^dr$nhFBB>J?Ghrhe_335_|#2}FN^1Q0i zqs(;B?pxZkt4dTl72~L{S@U)5z*%miAnt)gTO4Wv@V{;?6;Ip8us@!Vyxuv(7)by~ zNH894Cwc6BW076P9OB%>uG@sTBdd4Hy5KEJ>@GK`O%Y3veuE{+3qkr2VQ zw#n376!VHz?R9|}_FtNct&ZMMCoXr+D!540e%}#t&1$ULC=mMLL>pNXq8W!XddTR% zd}Z0L+TK65%Oy)w*Fmdu5}-OqAM(w|bMLFfdU9Uep%c=B+VLZ4Jmgj-Iu3lIUwj9b z$G^LYVI?nOwV%W|A+^yDVt<>R0A>QlaY%rVwKVUV0js(yHEjFUzUo|-nU?OWIdjpc zSs|MZZ_b=^pp66<|6sU8ABlc#&qRLn0~Bz8BC?Jv!EOC7-ywrcJKoRW9Y;FcDQi;j zg^qKIHc3COhtm(b)%KX^H{ez-GYK;XZVRSM^uVK?udUdigQOoxKazeV{YZSd9OJ*W zTt!d>0LhhOH|_+YO#xi`LE;u2Bv@4!8zvg5{$MFGvN%xfpa&t^;qWr*cC|wv z8T##~H2`1$Nd$}|8TZH_fF3gX*IGJo{?^I2>;b|MhuTV*b6-g+%<5d(pdZZe!MNWC zI_dU4I|cv%h-92LdeP7H2)K@`|J;7wFTr>xm5J(Loo=QPJscAV#E@N*0eqROD)eZJ2zEXH?LQ*& z)T_Qk5BMfPn8teKtgH;uTQ^KA^>a6 zS6~HEqjpEDUiCA7o=Njn0U;vhF;4sG;{<>_aPC??l#W>+0MN&k2Cvet7B}@HoHP0|#_H3&*|i*r!xyo^>*Uze;SyJ|AE8 z2A(om9g&I42o$MuLEj}rL(aX&79NDsmOy=lA%(oVgop@^cG5Fa+IMqB67gfeFn6g8 zIT12MU=Zl?IH$yb0IR`{koRN1)>+`q`h(wDNK)_5`WZ*!P(+A~3_Ki2w?BTG zTGfxC1Cb#IjQ-0gQV}}Wd$)e+t8K{*LlNNUsj?D%ED#X{zvsXG=PC6$WLy%*NC0c( zt3GWF5nzC0wE+l6 zjJuS6)$_U<2ll)97j;AgM@Wwh!anY8uE=4(W~}S~<^F%}V12Z#^y9onr}5gajf?)8 ze$N)|le*|c`#*p}Vz5RR_F9b7KzsS1VH>|J znRCM4UW@u~^o!g508;ARP`4D)ak9}SnB9kp_VoeY`O10sTa#oZ=eMf9L^VA%`ulm- zz%c>nbAe=7Gf{O(#%?h%PEu$;DtV*B6$P};h{i||0n*?6>m4AZ-4j;efhNilqL{s2#m|a!{e*R>gRsc;>A-SM-cH)0IK7UrEKQh z4qx+hMr2~{4t9>|M^-yYf&G)s zOo=}SFSsD_MH@N#zdC_Yq*T^TP0m7Bvj8YE#yxRfM%a@W*T3g}3q@v)_GKYY5KfT( zN>BljZS+F^On&MFOGqFg>`VMqIr{kK*zfWUd` z(NhFr$Ex6V)$2%h#c}i718nh=0S8{&6#&QjNP5TW|Ij0#Xfp-W(2>#pNQ%GD3R4tB z;2cQTF*1g90zpgfQ3~&PB(_Ep0G`Ur+%EvEk%>?pSHB#O2T}1zOpe?TA{ZjsWs&E4 z)P$~c=;LQx@x_pV0Axy#$^b;rt8J!GnMDtxL$2!|AS8s40MSO$kHkLOBF=co_FKzU z5#}mBcYwaj0F*tBsy*X_P+xy2RzT(sg5ExPANT;EA4g1`0?I_wJ+sf%9^gD8x0hoa zVwVE_Kig|DraHqwbA}?(~h!7!JrL7BKb)dQe_nhd!(?cQ(Tkm`TfCJh{`YUna zFz)&g>iy+{$3PeY0&06-nb0rD~yz`6plN6z&zx%{Y>N$b*Aqe8{&y{>r2P zgsakzWc*=C9#g!-XSHk38lpop7j0jh03y*>1=TGRJ>f8318JAN%19>!6p>X=z$BGG zT)&Q6rR80qI*=lONC)(`<2*EeT=oK()vnY95N!w{y`T2QGOA3SOhKF(f$B0|x@&MgMUXjF)5r0~D*& zj*gxK@7nYu5BubQesC0pkTX@wvZ4r)=vQK@t%@79(;l0VN)=Nms)_-uj_&8h8^>hI z?WrFP?bm%b{SXF+wvQiwB3K#F&+~?%QU?HlK2ARlYNpmqPJ7}9 zpgJN|RJSgtp|710dk8S@{oo_p{P%x;qSG=0s79pa#W;ZOkTw#%A@dO=REQZ0NOG`i z>pfjU+PIwSZ0PCj4!B{6to;zwWH7#SOn*qOvs4!)&`@v~5=SaafN+SclcR-+K6tdT zJ7oWHItFxK=;Be&3a9HHi!uf-BNL=XKPu1_ z^S=s&oru+1lEZ3u)Kc0Mng$baz#+B8K1>7$n!1YfZk`-! zAhP?7e|m(XB1F+6j5b@UfN_XEg!@-1=?k5U75cjtef$F>B-4m5?2z##!ir5mNHPtU zF1v2$?aBole9t!9h7X|dxI7PDb`bMg4!c%1Wb2$UK-w75V}_!Au~{L5^wYN4%G*XT z_31K$<>pgULm-vdzQnq})8jNLLlQBv_UmfT__7C=Yy@hO`P#qE>nZXflpEePwv$W2}G2Xvi3ITUan}P<=`x%b_M1X+KWn?nFLq(*> zP{_~ID-fwg`ii6<$-*FGho4_=n9Sk+t%`8mzr3!W-6v}`dSO+v9u%acPgaq>FaqyW z6)cK4g3wT$SA3=oJ-3T~KMH#`31EK9hz_I*tUA>B$_bzcAtZ#5^dIu=fBm_+XFLqB z?g0<$Yf8fLuHB{pW+BOdB#arSjif&$j*!%ZmU`8nkN4L(BSL_q&EXzEpWDma)SMuA zrN2MkXMpO*5lk7U4FLVvF;0KQ5i#_-Yw84Q8{Z0Pe z<8@^W5v>9Mk?rGrU({=U`bhc&fTPg$0H`qnppB$oxC9V*b6iDS9RlPM!^Vzn#MFs+8{obRll|&cr#W|eu75uZAN}eRj!QDg9$AqB>BeCNT=j8`ezd_u z-|sBu7T`-+*#r;*$Z$YiQMYnf^)~qJ*fQ>k1cV`V;f@$b5-Ivf`rV#->h|6Le1K35 zh~zR0mGN%V{{b8=wIM)184P_*MQh)+|0y*n0^n@`0FL&%xrs)5-OaIMT=wIZL>>8^ zIsrq-WdPnA0qyEBP9_!T^!Lxl8*CnFwEcQhQrEC|ZB1EQ;x|N%Bna9eA&pOtv;Bwo zeVf4V8d${wL)Xg~*NK95mEcdwV_#O;9GJC9MhT7t2C$a|_9Tk70t!2l(jIvF44nhB ziWM=$h!7knNWbeJ?PHma5rB{wR>1qYBa;y%`fg7xpP9h41rU}^QGe0CSZOrYBrKYfWr!?cOau59A&ij3m3fc(=}AT zuFg+&Ovcbh(of3iuY^AR(2fagjCy|oAS3_)6UoDpsZ`AjLf@L}yfVylls`j33IU2u z403@X@{mM2N!JG_^u&RF=Qwcnb7}4X$JJ1~B>l*0uX=(&jH|w)|L%{*t?W6?2pUiJfV~9eH2*(g+ z$!q(ENDY8Y=`>yfG^v}cy1%PS>i1;!tJlN4MiT!#?_Fc)d3g%@l zNs<8?AX6Xj_xL$*KD zG$#ToRYC<<$_G#p5Ap7(Fs^)zd@&JlT}!wo7Cq(WoQNu;j>|p*ou6_N;Lc%jRtBMFQ)vh~My zb`DUP=BE*tQDv4lU-Au{3 z6b=o$}}a_z%zs+$-vPij!ZxpKOwj4e`W3f zw5tP%?1<7o^nNX!CMq+wUY`m8kjD=z*dGVDjCpo4n#Leakn6`^2(F)ad0nOZz?UR5 zM_jZkjxHJK#rQlibBVwqQVFPl5KsxlIQ>Y1=d|R>0e}7&jZP(%sQ{}Z5kMbFgb=Tp z0dL6l#4DzCxyvEIRRT<8l9ibHyZv#As0v<_p2`ZK6YXWx<(ykPzhPI1_WDy~M9cw{ z2t9?g(T@PMsKO3M$|!gQ{C~wG4Sty6eng&>*Zw~SnpZwCBeT6j2Po zP>}=dK=k8~HZt^yT!9?@{nlbP&(#n@yKPwx!VZ1L}zX3Nhv7; zz$2?|B2b3H&fA&_h#&*6?b|TL0d0sNA127$ivT!|OaFnZ9~K~@T%GY455^DxF#4Hu zPRPPx-0h1oiPaf-8{t+00AK@N7>c>cG0UHT15ciph_|?1#1aUE2P-{|iFC zn!F~6Y*&}+2QSd||E>S7{cmL$Otp2(Bwhs|k$W+!ja}8x#KvdsNKIA50g(zAedM_v zQ$no}kow2_&vf9(Q?CpW5j6n;`jHT#D7{U8&wu;R8HxZ7LJy)Y-_19^t3J4_65nU$ z$L$3Wj@C>N84^OY-EoXFg%E}iL|Xk<#mjQk!%@|{AInvrd#ZZtP7Xl`AF{7M23!`! z)_?&0%pv{QL&V#)W+DUW2l*~pQ12E}AG9*qVnL?(f>aF_?tY(&QzyOl|3QUyRPskqn z)gGc=2H>P$q{9%v>R1lZtC6l3tvb%K)qT+6M}Ix>elABG1Q8Wn05ZQ!D^o^9NRNEQ z>3HSMbsUEy-_SIdu1BP`9|90suf8q7KiB>jA0q^Wv;&4@JhH-etk1kLelC^%^YQuY z0@g^ecgK~Oc3lDpM;0wkN~b_ArN4ZU=+!>|&$%+ojyh=h#_yXc1~nNiWZ{h{A~F&TjB7$BrC zQzB=4ml=&i06*RD|Iz;s<|y>O{?GfP?L_2&@hUZ*pD4Po@Te>QIR;orE-PBSVaIfH z8Jc?EwnDzlHUt8|v$;CN5kz%DkZr{j2DT&tj4B_SVYs6=w;YvJ1yp|}27n%&Q6lF= z(I+6X-R>M~L=5b=BG<2kz0`J@9sT{}2;-12W&U+kaXpA2D-k)axXNg^yVJ8e6&?np z90>tZT^*BJ0-)`?ziOc2_W1SB9We5+qcv0LV-MlL*Az|vIL5#MVq7U@JfwDL95|li zV*g8je%!cepV54ygfS8)jMwN$yU0QYeIz&`KmEV+;8LvLkucGwu9Z1>JmNhN83Mx zC4vBiqV7BCcZcZJsh1t&)h>Mo17I>idoUeGax%%x`Qh?1kM7u2hiu-Xr1IaU2?J`) zr%(1k#MGsizJ*eBG$4*FC_cNoGRU2;}8Sd9ytUU zKbNF>Cn50mhrigCKzy>HdXlC0(38?54`jKbcs9%A`%Ks z+axQbIv|tE`i{t9_b=w{iBdzv7*=Ae5ZygM!1ch0YD(^mM@mbArb8y)NxJkfoT;M(i3C}hDkI)s+ae0ij##pbpTSNY%|?4} z1;~H)TxkuRHA*mvHuNY&q;?wg!K-p6K}RPHys)Z6ropFI0f18-?#Aa^ZHgEI0U(Fx zL^Mq}WV$L55ib3DdOK4xPZc;sVn`c@AupTD5(E`s*hj&)r-#~<&VdC00e1+I^UNuO z)&A)38>R>Z5C$q-3?b-k2q7WDR1h(C^v`e5GJp&qMef9CLkNA^$mqX}DMc!UKD$e<%MZfX^fU^n3sI-~96b_%9jc`mV$h>z>WS(yB4>jpzcRV-TnOX3;-cjY)*{v=vS4ahhy64kFOhvAr2h~1Aw9pVKS(c zqlZJ<;3Iqf+kXHkm0`f8f$H`{Ku=-+r#lZE;-E@0IB|8dL=gah=?}RQt^H&~fq++W zctmxlZ~Ng81KMs_9g-O$^SgB4R}{d3qxU6jpiN07!1zvzNF^+NRu8y6(Ec=FTpict zSAlj8NcmbDVK3Z@cVy=9Z-10&m$F?(*42aKDqXKg-8{;~X+o|9-hb;sc4D;c#Sga%y8x9cmn4WawQ6A(z;(%ib{! z43K^#{YdHwJJ-9IW9)PUC>i}rgx4g@^R(2c1XBB*1WvtQZAgHF9Mh$1NFAWqcnIXn z6UWK|j_UNS%XT;(_b=@y)9I*&Tx7V$;E2csOkxRucE$7Q9CeX@GQASPfDGW6$Z12& zGsd`Z*jK_&*d1TGgDDZ5w*k^y7w8i)5_^}SuYztBj*PRKmWu2q*Nog_uW!w!60Y`{!l?n7Jc`L?|HF ztH9Wi5v@$@s%(0P|MujQYOWC}m9<~QAP~UH02y+Jj??qs{_`o2g9=1s$`r&Q0A5J+ zHHDS%_Rn96kQvNktHdA-G3JlG8F(gU^&vi5RX5P(EZMtJyoKW2`a zbE$D0SKJY3zXZS(he-NsO%VYO$rNpEaM(kD%mjX9plty<8Q~bFNDOJaWE^1H=+Sok z*6x=8QVbDEBES$ye>h-jcxs@j++_}8_JCeQaOBLRU#k^8`jHUC9*2yFY*QCUK&p|e zFmvgIm}{i;9Jo5v@qmmVmrDT515ge~HT^_Jn{gbw3_Sv!e>m%V|Nh_n@}F-{2~l_V z)eYu;ccK1jucLLizsyAo-J^efO0I+vU*)e7g*f9?Uk)D{Z$*IOy)ncQtDc#631PM; zDhE3z5%e73#CAbsL;xVNj^h9cVK!)LtbJh60czXF_w8zjV9{>bGY8HaXe2srVkxC9f(fwU zsUL?y0J}`=@5TE=p@2gGTmle323~D^IfI217Nn4soF@T0ksiT*ZDyqcVQ}fcSU!FY z{V{R^_n@K;rexbXuFd{kDIT456 zy+a>aaosmu+ZBNXV2H$_x9P_L_O#FCbU3f4q4&=iSThg`EGFGy>tZArqYQ5lvlK9$E%%<>wy(=eNv7-x7xtB?;y=Jh-)M|wT+K=OU}tv)!*q&E=nJ< zI*2k&Xrn`a`Nl=_eZWX}6tYd+5g}y0jgGekA(Z zl~j2YjrMz+2$>h;w#USo@Ffj{Rp#F6yB zegA4q`0?}k&!T@_^KES`SYTk&{C&Ch9S6QE_*FS;ejNY1?$zQ0zSzEff1L{SdE);1 z3g6i5+AWrBcY~fwUqTg^wSVMo;a#!fPZQKWigDc&(5wC)*W2k2ysyk6#6e5M_ip~f zvoHP+|N2}1_%QyDzt-jV{^9Qa|B8SDKEaG1raP5bme+(Fd=d%#UJh=$NDltIJjHoAlEq7iftjiM~Nj~<{g^bkElkGEyY``(A~ zLhyIrjJU;eeLR_s9nV;3j>=}ZoOK+3$jhbt-QsYUUkXjl|Ma#g;g=4~l;2Y|zcwoA zFYgBz*GIcwaSu%1|X>#6n3nzW_@Q=6Wx72}DdQ}w_7d6RNu9YOcjYMUEmwpP6p zG!d)-(nKR^2CV6&WCajM7rHY#7& P_wog6G1$v5C4U|QK~k)^ diff --git a/scimap/tests/test_preprocessing.py b/scimap/tests/test_preprocessing.py deleted file mode 100644 index 1867941c..00000000 --- a/scimap/tests/test_preprocessing.py +++ /dev/null @@ -1,36 +0,0 @@ -#!/usr/bin/env python3 -# -*- coding: utf-8 -*- -""" -Created on Wed Jun 10 09:32:49 2020 -@author: Ajit Johnson Nirmal -Tests -""" - -import pytest -import sys, os - -#os.chdir ("/Users/aj/Dropbox (Partners HealthCare)/packages/scimap") - -@pytest.fixture -def adata(): - from scimap.preprocessing.mcmicro_to_scimap import mcmicro_to_scimap - image_path = [os.getcwd() + '/scimap/tests/_data/example_data.csv'] - adata = mcmicro_to_scimap (image_path, split='X_position', drop_markers=['BG1', 'BG2', 'BG3']) - return adata - - -def test_mcmicro_to_scimap(adata): - assert adata.shape == (3029, 33) - -def test_rescale(adata): - import pandas as pd - import numpy as np - from scimap.preprocessing.rescale import rescale - - # test rescaling data - manual_gate = pd.DataFrame({'marker': ['CD3D', 'KI67'], 'gate': [7, 8]}) - adata = rescale (adata, gate=manual_gate, failed_markers={'all':['CD20', 'CD21']}) - a = np.round(adata[:,'CD3D'].X[0],2) - - # test - assert a == 0.4 diff --git a/scimap/tests/test_tl.py b/scimap/tests/test_tl.py index 207bf137..1480010d 100644 --- a/scimap/tests/test_tl.py +++ b/scimap/tests/test_tl.py @@ -85,21 +85,16 @@ def test_spatial_count (adata): loaded_data = np.load( os.getcwd() + '/scimap/tests/expected_test_values/test_spatial_count.npz')['data'] assert np.allclose(loaded_data, adata.uns['spatial_count'].to_numpy()), "The arrays do not match." + +#spatial_cluster +def test_spatial_cluster (adata): + from scimap.tools.spatial_cluster import spatial_cluster + adata = spatial_cluster (adata, df_name='spatial_count_test') + # load expected data + loaded_data = load_pickle(os.getcwd() + '/scimap/tests/expected_test_values/test_spatial_cluster.pkl') + assert loaded_data == list(adata.obs['spatial_kmeans']), "The lists do not match." + -# ============================================================================= -# #spatial_cluster -# def test_spatial_cluster (adata): -# from scimap.tools.spatial_count import spatial_count -# adata = spatial_count (adata, phenotype='phenotype',method='knn',radius=5) -# # test spatial cluster -# from scimap.tools.spatial_cluster import spatial_cluster -# adata = spatial_cluster(adata, df_name='spatial_count') -# # load expected data -# loaded_data = load_pickle(os.getcwd() + '/scimap/tests/expected_test_values/test_spatial_cluster.pkl') -# assert loaded_data == list(adata.obs['spatial_kmeans']), "The lists do not match." -# -# -# ============================================================================= #spatial_lda def test_spatial_lda (adata): from scimap.tools.spatial_lda import spatial_lda