From cbd681618c300ee811b976839b7ece34b20ff16c Mon Sep 17 00:00:00 2001 From: errchh <83468090+errchh@users.noreply.github.com> Date: Sun, 31 May 2026 14:42:42 +0800 Subject: [PATCH 01/10] Submit team-02 cleaner --- submission/clean.py.cms | Bin 0 -> 33610 bytes submission/manifest.json | 6 ++++++ submission/manifest.sig | Bin 0 -> 512 bytes 3 files changed, 6 insertions(+) create mode 100644 submission/clean.py.cms create mode 100644 submission/manifest.json create mode 100644 submission/manifest.sig diff --git a/submission/clean.py.cms b/submission/clean.py.cms new file mode 100644 index 0000000000000000000000000000000000000000..4db096c8bc5af626b9c6312e2da0a6d12a2e23e1 GIT binary patch literal 33610 zcmV)KK)Sy$f`di|2`Yw2hW8Bt2LqsjgEugOgEImF05O6BiZFr#h5`WqFm5nfF()u3 z1_MMmARBv^1ZeeX@Zge10Z*O!ULqP%%Sk8!<*x;ED?FFUl0mEK* zFbxI?Duzgg_YDC70R;dAf&u_-(Vcsz>3tc%dg8og=QgB@_^@bozC4YqK0^IkJNNgW zkGA|JixMr7;Q*gMO@X#3tIX`8p{U!DlJU~b0-|7Tjee}36K%>F%q5{*hF~O!OL)aw z!b7Z4Q3qI}O1oJ|uv|9JtbZH&Xs~U8(>_AE#;qul&;oMABw>W zfM^egMh%*a;q>)hEGnQD0n-(5qNSEQbnkL=hwBqfgeUn^_mXiEvil;c65klPC7s+$ zr^)m+noAn*oC99BNVrZN?O;Z--%uM_(VA4s@^BVTw{^)pm9h$&z_0=^BqPXNfc{QO5NQ?GCorl;*V zU}i;WL1u2d9LIUDZmTb>Ik)}ckwY9>^dkaY{bdyw4JqQkWe*-kv3zpq-K+a@_`6np z0mxy{eXH%dU@RCgf`Fa|2`Yw2hW8Bt2LUi01_@w>NC9O71OX}p5MN{^-zw{~8`k0~ zoe^81ynup$aB|dnHLsMsG=NBVsa>INXcHhVN!(k%&11l%b_0{_@a~*H)6OEY zYWT#E*F-G?zG0Hra(p$SGzL1{z64UENTvjiHZ}EOfZl!E&h&@ ziHyTBw4HF0wZ02~Iq|EyVJ(pU;Q`Dx?I>Vq$fxc8T5@oxV0St}rMl~CI%pT7%uzRN zyCt@AqX{S%X;QJz*$cM#>0Z1gu+fm`=EKRTFa-IGCAvwAu)Xe{=$o4iG=vw`C6DnZ zFe&RBl-|bpuKE^pb*Qb|{PRVQ%4$VmCNA6p*&i1tLjm35@2T%-u_)^qr5+O(yuVb1 zQ@j>dX)wr;`kbt-TBdk{x%udWS(5$)P#Nu^|DF_}AYE*8RF3_W*(9;$8G;#63&aRt zbnVk#y;~`0Z-(!nd-gY<`FE<)_xMgsX-dmjL&yU4<#%eY)uL2PcmZ9%t&|giSL4Ko zP~^i-+WRORudRM-aT)Wj9F$k`ImQxY@sk?>CF<1^mbtBlA;@Hk%vbUBcu3|rS)J6K zQ;fUd6jMcF-xeXB>r}m*{$Y~D$e1gKWU$ZL?*kPG(<7L+?ZbE|MvCgdnht)qx}!rG zOWM_~iMp8!zAbLbm5x2)PQK_{aKrJwYnk??xlt4o5>H6p0o3Y=5Tnb12hQC5@R|y< zQ?9R@Odu=s z5&0GEFg)=_H2G^rs*c*E?I$)Mq^wYpyu+7MArAsdnqW>&81> z!lHOOQlSaJo?-H&S5o)@GvTn{`~7O&v&7#r8Ls8<>c1Bt1p?lHm#$kd0^4w)vU()h+NqCR7%7AzMw!Wxt`)4?X2$6#;A;zlqqqTeIk(66zPQHG^Bo^twCszYuHc(~;_=UQ2A2^s9cy=A34M|Ro zXCb^()!{KktBm!l4rmIT7fjNFTqs>hT$% zhmet}{j~RlF*gK%cuzPsbo}eT)pme2`_J}E9zAfC8j8i#)jZC8)+K=1$@L`s(JDH^ zG(K-imvVjE9xL~8BMAz+hJO33Zxt*%n=>`$-b9TUS~&qT9laVuAdF8Qf^N(?K7Hst z?AL&4$%4H2^}iP+hc5z71h9p05UovGI7!GC_Y-ysSCGUQXsRbno1fHjcvk7W*?gvY zoDU8hM0VMTx^D_eZvA1FE&TNa{99JMrz4)l? z#$WB{CaoCxL^{qHTM<-DTF-7W-g0_zX5RJ zr?XBe(XO}OIUy|=en7C6RpeyD!X49N+o?O?GH=6Lf8X|}(#S;kI~`mp!^Nt!hxz|o z7_Hg#H@sm6l$cJyiF0{uuLvDr1VClb!y|6k>EkXvZ8r!o;@O{y9dTRHebH4>suj`g z<+!DO+5}Ax=0g)$rG&+&ymB)ri8tEgo$yeJE>w^xJ^ii%Mx$e@q zxYzAjFhBs-k4$PAeKF{_Gwk!V5+EbhxPb89FB>&SrI{T-IgY9KJu4P9PT|D<@Wt(|ECLdz9Md$gORzw+cGa>PNsotM2!NZI~tY zd%y!}HFxTf%M+hpX|17P4sWfGR|h*8#E_n8eaQEImH&Bh&O{_aohdd*ZwyC&z6SVe ze|&&to2h1qf?@K%QD$II*BuK(;zPvthE#RVC9sU8A?PDwr+u!YmxxVm<$r~i- z^_&Diw)hy$p8_oA9!~r6&qNEwCZmkvg1IWgiw+i-hhBcuxb2 z5YA0J0Z#S5_o=?w{6C$p6%7Ds-%fH*m_z%uvPUG6lbY(20899P*jc&+Yej%|JShmN z-mIoQCFu%9v;<@05UOnY0?;W54%oDGs%3*J5(#dX+a(K5Ju`3PT^V@@Vi&7fL`wtX zbXD8rDiqt;(A|8;m%|boPWF1n@qVy2PCmHBV!dyJA0zD1=3PRy9XtU|uA-p*LsC}R zPow)DiXMxd0^6p!?z<+C!h-E)_#heGM%%$3umMrklDJmUB~!A`5C<-}l4-Z?3tB*p z@#8@X_GOL2O@e$&>_(tnTpi*FqC>t_5?xunFB|8~=IqvxY(t#rDeOmcJo3pRf=bA~ zgItelT7C7tx%CH#+e=-f7_}E`ndt?DRS)Ay)z)?eyYwCKCZ=S9Uc@MJQoU!g481=6AwU_L@gn1{!XVnmF8B6v~yb6zVdX8 zh1wpXEA2A>_T@*m>^l%vLt&)OnG^Vz`y?znJEJ`nvrn}$5l@RJ+TUQixosV|n$Np} zm(%Fw!|^k7u*y$&yBaSbOc@E3pt?Ev1;MK{%KBn?26(2GwIjIYBofauFA{D`Wh}J8 zN;mM9mWul&<~Cw!qw+;fwy_rzv>~MBpy^MDr+w#8o?R3mra_i$;CMJfrFp%(w%+8T`Z$Py6V{_4UiE_= zeZcSjAN8>JvAoCq8PGbv6mlS9RDP%6IaDujvKwvIm{g^1tLK0<^aonGTLwfu!3Pt6g*62(1 zN#E=RpI*y4e<}a@K))fpcy+d;O2)tCKDU~ct>@oEF@hDf-fNMpNm|fcDee7!M`!4# z(4r#l2J#wKhKaPh%D0V&QuBCWMh@ zlf8Yn8Q3Xs|uqERHC$217_D`$hQL@!W#*uJvEt!lUSi6H;jk!aEvpQDjJfq%!S3=|Cgmk?6c!U<@Pbn4weM18YLEV73aF29<4K<>BU?@EM%T!r>&4(z zz_|pZCKav0K!nVA;;oda5H-fFFpwV5Pkt6xp->VdAwTIZLA4)U1#`dYwTxt&3G&Ws z!~l+JFb>94cVl%BL4Y_v>$su`AgX#XN1{!hC(J>#H`v~}ZP;Kg3*HQ~sTX@QSugbC zV7Hox@#nj-+@{=e%%7FW7$*N*Tp=<&8(sz$bVUs|zE_Ccg!E~=s1e5quy}KMDnv?P zzSPyEa#4jLJfjBRokWKOS(Ns_h!o?z?YalZXyQ}f*F5)S{G8F2wEH~Obb+B>?YxrX z{B$I6C;SVlp*YDr&*d<=>;Mklj60gS5?R!X7ung4?-gJQCX=uMuZU5Hug;gYR(en9 zoN(CUxMjLzLj)Hm)}1ICXPa97`hNxu;fi$aggP?Z6ru9wp|TZ&k`|BO&>^U9ekOdy z!o<;eSL^e<+Gk3#pxlN>Dktf_OA;7Z?r8yjGU(H2{vG*E2>#mB$X;~VYdh&cMv_}7 ziq6{@)$p85U#Nm>VO6PEPghp0jE+(@)9*}w3I?koF`XbXAmmMqG<_R zUZNp7jkulpiHqU+V|jRZeC1V*_}&o@bO$dj?h!(kA1`u}pKa=qT7eSA+K@^w1Ou1( z7m5iBN|pGFfo$tdbLIVZfo&sGb;fsynmdTM8Q&|a1D?Rqhb$9B@HOT9wP+Wu>n++% zz|5(eM@Pab_a={`&s>@HuTGx%Tij6yKHKZEaNKEnDI8uqJ>+y|EB8o zPc_D1NWAAH3OsIrp3;zk^{%`x8}Y#EXGVsY5!-~u>6TL6q(p+H00-t;d7p@12Pi|W zAD0@upcaM5H0ehr7Vn*0 zg;X148FA&T_4&^Ub9B{XJB9G~HAEN%T4JjPKKSmPR!-bo^EU%|9cLomtsU^jDe{4Q zlB2cX%j$%8?nc|1SZcYkW7c7`h9dJ!G@#F&TZKpO&dHrfQm;l-}~5deD!yW>M!DUgxXMb%CPh;u_$~ zjBj@hT;%k&Cr20=jr=ucGTJV)IU| zb=f=BklV0mDe29KnSgV3>1uhevy}SOoIwkf(~XfxF-PdT3Qfv(gd+#L7QWK!gDb;= zyCa#I|D6`tmy)CW?YpPXa5>BNqcK&;wu@l@Hn`YPu1Wjx&z{l=rToDnd8{Adpa_Qqj4ihE{Q;ps5@H@eR`dokJWR&GkE1|&smA7gj=_yt7`ofyn!zqA#9)H) z%@eO%G?zR$=RM@=IgA)-v^tynMyXD-wD-M(+C(-N=6WUu_MOVv?g;fg6NAMbxreu2 zBT!7kReYy#M72@e|=A{$DA7T{G59}}Z{e;FumwelZ|7-0S)pA8Lv$AF(>r78b zeFnV!Q0Huv2GVhqbLgbepDPAjnAEkaSH|FZ4CMaBykw1yK!tPgXT+0&cY-I^BybaX|s$(ph5Hl1Mlnb@mXt#e3A`E+sdP*hAvg)McbliMas2+N5nnFFAnF3G%+29g1X7ar2xdF;lOFSz?h;1n#pZ2Oam zwD=C#;r!_M*x!zTPbMfagz)6dVY({)IFpoO-^{K(<)i<2Q+BdL8qG8AB*6B^p+CPL z?OnOS(@{@5-gs6?ys9fz33l=hC}5Jk4QRP$H_{{TAP0BVdD@e!UyU7=VvO^Bgv zg5Ww10KZD7egM{ANm$+3h$uZ6xqxaqmQD$vqsL(K!c0eSW`$C$^w3KYnD|d6U9teU zJ4tBFJ>6t%(X-aqHz0c>VBk{PTjNoXl8kBDT);6N4 z<$tg%iYc4cJMX%k4km^6#`X%?MPN6h=2rd|tA^nF75vxCK_vR^t(|bjQdCB;V0JHjahf8z z7?Db?l!}BQ(>;8C;4=Y}TT*>UBX@)$%R!^=n30?ED<$!%BQ<~}$cGrjapmXm%SPG8 z4_s`1w9|c@Fu)ZGHG@eZcxQcJ1v3Gz1!|dr@y8=5%CnAJg{(s<#DuV2nZcz={Sf=J zwi@r1ub79m>gyTQR5a#4l(CTcToHvqV>%C}JS@^-Hc`kWw5v#A{H~PA#~X2JownpY5i>z4^|%#6m#UV zt&)UHm($o384^&G(f-@i`~Z}ySXHOr?dv1D&6QFMkb?%K9sYJ(#<&|LoNg`L=<10@eiW)6>Ta@A~G9BTi>%-3#%J+y-N6^!3LqwagWK9i=(R9 zl;qaCu7BMrVW}VFY6ej?N#0;{#O>OP?wXts%sa4rO_$cv9re2My3W*o>dfp#yz;~C z7rt@+Y&yJv->VcM0d1O4W}o`+H#x%w_EadG!2F=U^waCm?=#z-UZZm?CmBR+tZ;); z-R_7~oEDydQwe%vf`PneHMJJZW{({y&-J3nj+R-gg8`HgjxDKi#^R^pVxL`Yg3<+J z%3DlnTC?Z`sLqXHDjp1k25k8dP3GGqf|E+>*9;|o>sn$!{!6?OL#}!r@Gt|U_+W6+zm}x>Dai#9qQ@Gph{UvXUqY#xq!W)PiV__hRc{id!b0Tv4v5#9$N^N&qYR zC}V_*acz8qDAWTL=|wS3tvO{CIFdrX%j>)00T59mEfD&x`IwH$i3)}&-Gs}KCS%_J z`ODZ{cmh%|ob^*Be6}vbb>-qw`wb0;EE7NFD?elzU>z%cU>*&$IX!TWQ z((;3T=nwi}5NBW(y_Oc_$DN z@)8D%z+Xd-4$5GYx0~Ym4&sua?bm{h4x7PUlaMqq<$98HNu^OFd zTT)-eSMx&bH=O*t65^u$rgh(Dp^jjW^reb~id5QhnBc}A2ZZOv5io*Awr{lZ`@6kMHqR6Hi`GDV=8f#_O2M#tSjzIUif|h-zHjEt^=sm=)EP5o5LL^gx zFqND?`rTk=lD$3I-qdH!gQ4V2oMTO{i`9cFnZ(uNP~6f-q<N{6ZuJ4Yn!1!5BEdYG#QvV}EI zq_Fi%;ikTdP?n~{l}ce7=zN!O z(O&W`4s@Lhgkemz+ezA}Y2DV}kyy^mM)oU4slaF-vzvxl&!ZwY>hwkVXcn%&NNNu_Pz-9norU7(;?c2vaRT#g1o><;XIlL zp!ri0AWlfxi^C-|k$vw$lz2DHjyT+gyC)M41fJQ(#33|8d-yd{)76O3T!Ey}5hY{> z-c2hlXyIlJ)oI-q4!M_m5%SYELp{ujgpTI)tz+utDk%BvPZ5)#0^cv z*4AsJczfy}M8vEj4XdPn&;QVao7XBjcbMoZE=x3q4uQiNTTDMzw^m5M3cLBTp(Ax( zOp;2ZE`;B+gos#SrU_Vti8HBIm>q>_e8Zk|ggWUUo$I;Pck|FiBMhq)N<8WLU$ zohnruzgqOqE}Yw%(*_gQ$l|ea$3;X6VY@-1yYTm)Zc-p+I_4x>*T=yH%MsiLXFvbi z>_{~M@67s^wDlp>YoaPNs*MGc@yyBMXm4?MHHzvN-0o}eTHi_Ft2*&sI*~I8|LEZT zn4^chrn-`a)(d=qb2wj7klI<6#r&~hIYSBPtRMG^8k)J99T?u~pCwc!LK(AJK?-by z#YLU28>`u2`4^V$W=QV6cSI>prdMO*Yd|E{hQ8gatn6++;Zm!S0g&rT zAYu;^JUR-XY^_qrxy}O{#5@uChiA`)Jm7Se#{%%h>z8Fqldp`Sil6yVca4Nm{yxZfhJWUg z>?!XxtAGl3yH$4LSJi{s9!><*Hdxl%zG&`wUn^0rbctR2gBe+c#P~CoANmK{))GmY zKGJH8L9^s|!uX8%CJZm|cj2WPQ9UlU%F>{6Db73WL}QraTZt)qhdaPq*ouO_uBkV5 zHcA?Hj7^6HDo60=ieiR=yNEhxxtBqp>sRyR$`2h{2MB=>dINto^G-2YNgr~IBGWeD z4NC%Q6PamJQ!$!QhlF*8AxtarmF;@hO1UD8Boj`5D3LH1k;4_urfO!CSjJA(N-p{U zW{x^kWaR@!Bh@21E2?1?!VW-!86Z#jZwj2rhmm%oTT$kRgVw$B)xSReCn7ubkRg+W zKy7IP6B~`7qP>-{LaxY3J**ePy*Ew+l@Az$LAWsZ3@V78777~@Cz<{D`<^(`%_7{< zSsg9|lVh7$|6~Er+1dqAJzaU-Wz{l?FzTIuZ;gDyo4^5b0g5nXheedug4-DdJsQ$_ z1g8|XR7W<4cHPN?1}Mt4&@oeoG}ntVNS&B}z%sb2=44Ph^3J{V=+Nb2-PJy8Jb^0ODTegakPZNo6M^+&=6z)j}9 z{lb9ph`q?tuv=G3{5I^moPaW%xQx$9_`O6j6FJ1T7>S@rGB>rPYECn`uN! zo|*Z5>y&cUC9F~;A<(=x&H9KFN@e2^f|DJdQ2rW&p?vI>$msJr4U|ptc_WMy!bIBo zIBd1fKb()Szqa04?cLly!&130Nx;3lBXbMHnmauZ%wx^Kit3yL?4df@Os$Pnk60Vda%8=gQiU zNK$9!8ayQ>Tn`uN^dE-qLp?vW{J98ULWhw>^^-I1Cs`{HZiANLJJ}FCNK31I9%J*# zYdJ$`ZfC**D=`@+R2Py_UTEF`i-&|9B&y`f~Or9l61ag>T*rxV;%iAx%R#05@GM zZMLUA+~^C`9v0U%Fk?8`e4jCuOHrXpkd+yAQSD_DD6Lyg)f*i`pro1JQbX5<3Lfq9 zH4Rg#Zf1qK9ial!dQR|>TzDyOkkl0xh~?tXJa?+bz9R=MII#2Pzg`#@MLf;lA67Dl zq(labLTx2i_%6pIFubcSsMizxSQVE$wGf>&bzXVJ;>)31m zCj4S~Y#Opc4}A`ic&Bb0P8eHN0%s`KMzwZ4!?jLM-<=7k;`70dzeUf`Ngw(jqEke@>@@wm- z(x2;adka!`pB~6E%b=byfEl1Cj$*UgTV{szaT|>UHKx@HUsz&_#|c0ADy%4#&q{&M zM|AwVcc}#%+MX`+IzvL=-6apX==CS>%_lb%W*;-NTTqL#R4q><1FF)q6E=B}&1)G- zt*UdG$2T+1SjYy;b|_xqa~TT#n_SFr@U!1z9fPc*o#wA*rRRR>zu~l}d4pzkUKm4X z8B0xW^ib|YU{cY@e$olqeL6%W!xRp0G$lKe?v192l8V1n)F?M@lNrhBthoVp4QU!E zJv#p4?*AB3O4euw30n(}UESWA5rPyoae#E}^3ZvN;0~4=qjLka_ed?f#%Vi2O}*{{ zv{Uwzo!E72O|;#o@=07~P1M$f?+z;Iq&7pj2-=O`g4B@i3;8MK0b)1K{qM$7d)6$krr&8p7 zW~Y_oQrLd2QLOz&m5@mVSmpg(&X|5tb)rb2qr?u|a)S%1#R%A95{fQKXqcxLYP>JD zGF3?K5dq>xpuX+UojN1SvDp!6TWA6$~!hj}w?e-3t?A`LG!e+81KSvJI)bRIVG0%BZDO*XS z0}#y){dY6rfwKkJa)evzQNk=9sXJKiR!x^XESo8ap&cK6a&9`xm*BHO6OySoCZ%J^ z3F{hchAI0kU*GVoiO##x_LQFcI(zG6V!Tn==31>kD6smnD43f&3vO%+2`fNf5-qZE zDv>pVz9Opv^!Sqe?xR66O`W$Z3!a8{43l@=&dR7T??5$3I2!5u()>U#>D zv6JY-v*fC@9h27D@1KiOlZfK@?UIuoTF0A!bF{QYe`Mc863X42ylK|%Pm)plzc*EP z>v-pL%o?Rm_Jp@REjR|M&`Diw1#lWPATs- z$?28bSRcGj(~<3&c7)o6Yo!t&}t{e34PSnQ#f6p`g;p zBojT@ks&NsPy+FplKHgV^>@p#Y9vpG$t6hKEx3seG*rSSm10O6f0k2e-()=P*zKp@ z0!K~TyS!*NhUrXVnRLaAz$0jm_-C+uXaNMP)@Dn@iWWY$!1l6o@eO==Gj4VFq$w`( z9|hd0!^)wu^s~V!p2YO-ZQIwZ&5c&;PWBG6DfNeo+J;E>V>>oe$BV5q^g%8LUl}~0Of=FtG06y< zj*}}r|0tF`wCjGLiBJPAqiE{o(4{|10;umM7FDLEfbr`1QQZJ zhb7FRE>wNOj}kqhYMcS%Az;XCiOTqTbrcehR<=1uf|D!DiC3>>YBd^Ydcvt6B&UhM z7UF~q)5EG=H=rI2HOUy*=T+ZwtQMonP)DK5U1vPXJENg;TLiE2azE4Oe<6~P=nTj{gY zkp0rD8V`$Ah#a|JeRl`R$Sw>)CDVX93Y+^_@-$)YTne)2#5Lu^0;Z6h_+a2Qs4CfU1_u5??4TQny(vI0=>bs)fSvmz%lUc;8W zRt5FVVk~Y!dCIihQQmW~!T89C;%;X=GJ@mHksuU5 z&YI@jEaS(Ip{?F8xXGztv3sIjppP>J^09ZFlYm&vt$A)6WZ_~;=Bim6rn+m$`pJ|_ zlM;8ui+LzM!IF$9fKlQ}%h-JDUfTk?fc<^|X!y#Lo>t^AF<9C|UxIe@F&WG= zN{>H5u*nN?XE3ilnf_8OZ}GgC2T>VT~JZho(isc=}E|3yzd~w;;x|g7~B$8nQ5zPIoE|ShvDr zS&60Uzg{-PN{kIdlx(}BFhWe0%s4B&?e!hEX;vv+U_@>~MC=N*E_g>Z+a#6tpNNt6 zX{7OJ$wv|G6WO?f&I@Pqs*$+2BO$Ww$YFhSzDp*miI=SVtYLpDZaf4lB}|JKU@BOM z3!n}8f&_o7j#fx!p^p=k&BI{-jsT1#FVe*_vv&d@XHjI=8=nvy;!qo{?bsXao=yrp zZzP9VQ5#Y0sv+#3wHIPG{M(|x6H%KXJv!c+&3}dCd>uD*^Cje7JKCYl-^QLQGjK5K zlN6l>& z>rd;+s?X}w6H(?k$30nBZF1FPl-8Yz#u`9#E)aX5Ce8x6HR%M~L?>$g92UlM#}hG+T&g_hVp5jc=M11!+_xb_ zBR)F6R{n}fj2`l+>N}x@1W+-8mCdEnS`}UrThEO(0r+2F zRaiA{r*^6*F`4K5a7ZX;ZuPYuk8E|F_ZO>QbdR9o*6-RR!2-W@zoIKPOrIpc>#4`U zh8jCij5&Mr4r0l3-d(dz{8n=52oO~7xO&_l3=b~KP+?tSih-;b>cy)AZ^lH8!gTHO3Mmppz&s^vZYqYLo zueLi&BP5?mWl8>8xJ|qI{7MfoN6qc?V>F!Z+#(e1ty{;b5BgnvfQ~eNTH+MRs-$Lq zYZHyKp`=_w=GN@p*+3kKKX6tGK}9ExjQl4sW!S*G49G?-p2Ny@P%G9w7|GzDl7&=@ zNyh7*55(4;JZmPxp}QIbEwOU9LRPTwa+Z=2vX4O!aidx&Rm>zCIW4}VeX4YTUMxn4 zcL_Z%2BA!Uv+;#R^hs}};-e|i(-oF^l$=?%&<~^kx|;O#&9yESau2F`qqr#z z4RyBi^7n*p!u2sj2vIG_2JDei4I^jPtqLqcdoO0A)!}>M%d-n(|3%(0Ipy0uFA+kO zev#;^LRlf4ZO_W#JY4^bZkyRbD;~FX)eh;Un7a3khzz{nB+l(77a^dyC#{iV$ISnb zu!N{0m-jOA9huKSM~Ed&U?|1`F61iSYd)lv8GsD4RH!%ed9t0Rao zMU7;b$_igEh7sJ%Tk$eMjJhB>%Pv1}J7JZ?)7VS*h0-nHpG_l@9Pa(1FCpp-v-U5sMvCo z&}Rqq;oBbp-=R^22&GK~>|ULU2Kjokuu_zrs#NIYETfXjZ=mBY^&6*}IJ0LQXDgn% z=+Qr2c?U||DWjrO;4f%Om;TN%nQHO9A)NSf5f_vuIvWQu->MKBKc4+$3IEN%qAiMz?F4O#!HjjVU5D}`6i2rTZ z{zR|cMlrE>Y)Orl#QRE?VmgW{E&~ijf5@l$A7;9kPGlh3z;VfcKpN6-kMErZm3E~% zsB`~cn{eXwg+j42>`{lq1Si|fYwK7C@w^c9y?v708F)>!7ZJe@Zie6L&~L(9co2F7 zt9mBbOX|yCqfYac+c03(@rMjajg+{u8zbVN9Juu1uR(3a#}A0jrcb0cS59I9JG2Qk z%!x%izjXYH@AC~Dm2`?VRWIc7&9uS*6VmQ=$LfnCO^LVBDvela zEJsGVfN~Y1Z<1-BuCtN8%qVtsw}1xVJ4uRz0s9{e|HO*y>_BYY+Q%i0TZg}i9{n^Z zqhr|tmq!Vz9nCDcNx*!>t`O=9*^u8vtLm)$Qmex5=Ux@ry-I{YR9=nrp&^KrQ1(|u z*?Bse-WRfGmesI(ACGYMQb;`rAESv2$&)I$?2|0(*$T(keK7+)36&`5g-0#1?V!zx zqpM;)QO+P}#+43w9dYO5%Y2lEoYd|7XaDMBXP)gp>*wtHj1a}=_jwd9RM#~h4WYZ5 zMPP=A88jiV=fqT_Wke@Wej@`6`a%z_dax9PjE${ux~4k{=2QUcDz4LD!A-jJI@?S* z1Aw+Ru#~?ia#HOc2$dEjm0||R2In`JUq;ke}EiRaU!Dl0soo#n-|@v``sKS zzly)bL2>GOJaDNaJj=+QVqNRpim5av+V9VO^`c)=+z~6$BR@3C@LID{=#CQ#hxd8& z=^7W^H+e0f?NLs|ff;w07T{t!kkl5;m3w_uuoIf>z9Dh(B~y)uraFFiJFY}djaTzxa#_gh zk4&^L1h&gszNvO)jqJRQuAUHGjz!1TmajirTK1)Pg2XorTah6j)>I%=TgDJ|STJ<~ zzoD5pCah3;Wq~sOpT>FZkXn(=w6djY7wOD`Iq|Lv%TmZNbe-uMZlEb!U*#_PKQfFh z*DRO%Lj;3;xzG9y4$}xQr_qLEwCYce{_7Aw%+Ftz5#<5oP4qH_<^5-v{r!#V15Vxd zoCY(Os=Q$%gA+IgwtW>kx>eoy5v^W_r{J%3YebKr%`k^DcC{WH_y}9)Al(~=K>Pb6 zN6>~4+|KwG+s;+govR_T+t#{PP!8U4 z8;b~KsOJL>-GTb1DTsyKCtqKwKz-RNQdx4d+DXW3`c-UcRB7Xn?~!@;eQrfr9gJN( zIvxu#rj`qNBhkg{YAEzS)dJ5m6b3Ic^J{aunTvsjY_;~mrowU4{u5FC{m$dR5DPvU$F{pbgZ*E9+^T#7?N zM?a5rc1}t3K$ov~4?G(QG*im2l6))cWi#;#*Mohb2!5 zaE}5}^C7_Cht*|4cFfq}Cbrd{tsA#Mj2`a@Uf^PJ(jZyBE=_$+(g`R5LBm(ewdO3} z*JpiCE*?wIDzLp~tG_D?)<{GO>Fbd})0=G@YYSp+p;GtX;PWdXOGws5*$F6;0!pXY zOIwH}FdKFHg+vq`@1Ckwm>y+pL)G3OmN3vx)c$8Qd{>oM5bZ^D_WNf~Lz#Onj~8DC z)h*uvpKz6e5t1M+tHB@;)KAnD`-U|GuaX%~$>FwBr_z&mE(izp@RdiwRD@Scz&g1{ z-S1&$>oB{V`1Qe567G*K%18YOwx@3>?Sa>Bzm6F)T4 zv|v6sqAXQ9f!M{e4Z`b$*rO<; zyZKl51E))Fsg$F9)XYAx2`IfuhtqfwTCU?igGr+>47&-%xrw?$g% z>AYI1Dg3raDe^a6wNF`!=#pM=pdPF}?KJ^`#0=BUBJkiavB?$(uDn!#Z#~n}=x$7L z?E*Ol3WrOZ5J7r-y(7OA8XYW-VRN4Om)IE4+b)c0Hi3FsE1!0M#3iojFxrAsiy&rs zoC9#gx|}d%#5!xs#`omTfvA<0N?zsJjMAi`@~fF8^Z6A79F8#|GS>AJ>TaFKpN+Oh zSIyC#f~O|Tw#b)Tqgt$B`C3=L){FUCD1c1)Hn3Vw}LyKpH|z*g~V4#Hpmr zVMf+OqDVu2=o%1~AccvtpHa|%{npdT_1NBy#H9**N`QU?tph39mE{uNV;xbLo~I|f z;vGu($;R$JHC#;gcZ3uVKLu9im#ViyI#>230Rxo6;U*^KyZMVTQj_LQby3lwRV8In zqu7O;J5Oi6a2=DD^m8F#srQIleyZ0OinH7Ve!sR(X^gPu+-Y5?>n*g6IBt3orQs(rol5!$;dIACGup=t!_CkxBrF5$^Q+KPLYw`q7fb%7 z_{wo>bACeu+{wwz z?3F9Ppt8_wV_CS%Nt2)ewhSFBMT++`GkjHw@!$gtGcX`rJOCI8bzey@BCXQz=8+lB zUz0|p9+B60$~o#Zun5Q_c7=(H%>le%4O?+9xC z?V@zBA`D!_9FhB0^hTs1fr_|bWAOayMj5YcovIk9Wr}{uK{#DwPF56=*!fJoe{GLlTe{MgtK*41*tMCf*{ zZ}zC5x9O^UimLjU3Ebe0Lm}fxfaFzU#AhIco2<=2gavfpEC9SAp}qw&ItdSCE1_R9 z9w6&xCf3H)e5F81oB~iN_!j_p+&xtJy4(jT z9tCjuBOd8?PC2XKcHABt2n3{`$5^9ddYzm$JB9Ey%a}S9&Zti_XdTu>`6X{#fCcuc zG*3h{1n3s@#YcKmBUMi&n*&wVQr{mlM8PoNi=q#0MQdpR zWt*C3cY5RhNW^RvOf+5tH6sKtaT8pU zU|IL$I#}AcU=@CwCD)oB^_ge(IjsWh^4eqRXNQIBxLnp%>DY;{?4<7u;vn*4*2`j8 z=Z?6N3D=J9n|uIM@7Sr16m{Ps<>vr6&Ha>PLD^}KFq}n)>*K4R(11vOdgL>!mUgeI zaE0^42zQU?*o}UBw6N9v9S4vW&=MXvbiu0237-LsMXWd-?&*>{^Tc1qO*(eRQ?~}i zpXX6tOJ&_>l=Lf0fR33T<+o+ixWDeSp$0Mn1LWp7Pk6k1bXb|YMRP= zLUV*q!jOOSU#8e#j387PP)x7RlfsQTQ?>#hn|*PZY8?qwe#J42DS)r2Cj(tf-(aoy z_%6Vs7$;uotF=jX=h7>o29qUun{5(Z&@a;OmL8m~**;&ITfH2Hn+fFJF>OC2u_z^~ zz^i_bi~S>~Q6#`MO88%Kk9bN4hm#&@%4!deIHKOjj?+Ki zP*Y>hym&zT5lH4PoawPBVuLIEOpMs@b^2=bC=d)~?CKAG94}hw?8nMxWOd-QU|Ort z=0$2zqm=6CEE_h(oYXLJzm$XJgX{OzVHPIkX!1E`*kf~{dyYX{P8P%%-HP{~wGDtr zxCldX9JeM$;d=oxiNEkfL%pWwV6^<9G4?kfIJ9fPY8AmTzUK=1|5h`MO85sou^QI6@0S|yy^i2RTqZUEyWJ}iHE)(~hLcs5Ye$Q%%N>BJJL(cz zVMxWMdr=a^i4OK5UuW+G)=L6<{&!LWzt(=O9?DnFr{pFe++J$aomD zrXGPP(XvRY*;1TRFQo7i7-(SwAOxQHYvJqBs#(A}ni3D>`xC)#NOEq*%u%)*Yuf;UVi($jj3Bn4i?D_&Dy3>lv}hijF;hd^nD_X!o4633WWm&e*t z(0^Tp=k6f1yx-&f^VDqOvjaCs5`lngXnUK9Rnl%a>Xt!;AT=m(18I2tT-0*~Fi z8^6%j4G3vG$81&F+{}Kn7(?TwiYbLiRz9!k+S);!T~%VmSpn#*S;7}dxQ(AD;__lO zR0n7p<12SVXKt*n=~Jf<(L~ok%DZ$PCVOfwFxTMwD5iGJMEL-};Aq5BAic`pWMK~{ z=-x#oM>dbC+?6@JW}{}3)yd=CgunWrmxGdlsTO|ipCOQpIfT$=+WDx&ro2#{g)oO(Ui9G=m(hUXW>sLq7b#p-%|R?qM z`s{?oN9)5g_k(W06qBPm2DL8$v|CXInE~QT`Z!7?6E^g$Gk9BhahkXD7*0xsbt7&I z7x_^Vvu6J%*qM4}(ddVAcuLPTF2?@CIRJHp{PNurgK4+rVUvy2h*B$=3tEfd;+4@G zx%swoK`2W|Zf4tTl0?j~^ZbUpea8@(vWcW(Q=o zij68l#18?nACE4ryyDMCmjTEx&^&60Y5@Ai@$blo`b_w6Q!uaXy|k#i?}|a3uJ~aV zUt><>n}N$G?eKDP@E}_?ctWCFs440fN=K&D0s*rA;5!@Vr2ePaW@ zYY!pYYA)(PCRu|JmtuRN5A!e%u%8;zsLxlN@a5&EWu~&h?JWb=vq5)tRa&RB?3P>h zQOt(ON;06Iri5E}ABq)!kU7$5Nr7-qt-a?*YWb6pmcnChWQ{xq^Djd~FV`M1GnQ@g zZ0D(rO!(yw?b8cyes&+Y0;)K$1#m&S@ds|XHRIoc)%J~}8BiJnKVy7rFT5h7#ZqoI z4EVz){^-y8e0c-_f6M{Qlf7()$Mpvjwh#kik&ZPX|9zGqr4J3QbP$)@tl~rodb9Ma=Jjqcc|0Ql(pArG~E^(jI3x?VIRP!;UNh(F%q|hY*OBvcY!xHuqTBGUX>#PIGe# z&>OajRQpYhbfy*+wboH6<+nePqOtbH`*!^lotgu`=CP!YFB}IgFZ{Zs>nEYQ2cxfX z$jymCX0P!~A=FNzG;&IEQUvGzgW71}OJg1fDZxQj<%oJ%9Kay#F2XTyRc+;*Ob?ON zxF=Xr`R*~gMO`fFH!UERdDnm2f(m29M*sB^A-r*=p6AYbu%AwX$eUVDO|1X)690H* zZ?k}}VkwyA=BeD8wgMBmnjDKxK`ypv-1exLeK0wdr}_J$+>T~|mE~+YMRS6vTxcb8 z$D9lpCaTLSWo01>&xh9McYwW57ITagk~IoJrCmin*secnMeGGjJC+ue9^Cv#ZyL8_ zDB0f)u&-*e0!2+gk*FYxgltv?93Y^FT<0-YBg8xPlLfTb^oObit)OwLH1dkqR{lD1{B59^YvG3%5%{ zY+Ib|hu9=d&%j8)$m>vUPl^C!ntCJ(-$RlE$PaGO@fsfb$%xw7TFM1)?yw^-tln@u zwO$UjgF?O*>>=hS#ZiE;}S(`DJ_!C*e($Q-No(kv#mvoO5rn%q>|mv46RJmr=D+Fjm;62=%TR_} z!Q1?>|L=hQ#)dN<&ALvzL_=6Bxi>x3q5!gFQpc1^u8hvBO?$JZsv(BMI;YK{!eEuM z0g>ngL7epBFypfjV0Dn!5?98$fGa8PrUpj9<2TeUKParV^(YZ|9w?m8ZB45%4q^S{ zR*IrN5%<3K#dBIWK}W*RehiptE2o1RzWX*woGgXx)VD=rPZwhmttbhNdHpXN1jGX^ zzBoFoQ_Qa&xfz}?fd5wq!K3--mO`_cc>=HcDGWR7G|+PAN1cR-K?y-a`Bw=RU>JTokpW@*25=rIaY%KPaA4#CYmJ??tk?S(&xM67<1oxhe?28J+RYEC&lS*m1H2Ku&2w|pB+Xzjc;QN*Y=>FSIZHri2E>;L#sylm{fQqyyhDmJKCbfpt>V*H6?RQhQd>&DKB6#*v2$E6 zI^OVxl}nFq3Ns>h7QWpFunCC+%+SYL6tp<2>E+jAw;OrEkoRalt17_mtD*kXon;$XZY_D_Wd?Z=NKwLe+iU zS9T0w8_WP86Oo{z>zj@sZ|Xo>WW`)`a%}g3>~w!9O`LFCSFm|n@`l0$7_6MZHZFuq3*+F{`*B`_F1U`VS|-ewr8 zZWko@TYS4qjSCNzHKijaY`>?Vj$(rQuM`X^cKp8Xw)s%?0u9}n#j=Sx8W>YlrZf6( z8?~PkHvip-6#a1tTNVuiT(+&n?CndxcG6_rxcy+&>F{aIyb>1l8DUAjvgIwdcCbs( z+W3UU(tKX2;CA?0905D;4%1XO6zZ>=^0$T|E3}cgGi=jICZFko)7j`pS{3IIJCCS#21EW(|7xq&F(_@ihw1NOuEXsRk5%m)@L<1OGcZru^7CI@J0%st)Q=KJy zna!~weBPOZpZ&@!D$})c&dU1WdKC)8i#=5H$)j?Z1doH%D{BHn?mWXWAfhf(mSKy+ zc?8MTTok~t;17J`Ig;JNtDs49_-M-|qS#0r_-a&_J!O#R^nfacQZ`1whv6yM=+wD4 z46oM{(#5$VHi}6)iJW1~b4^&woZ^UTOFGPJR4EPvG!`5TQy4Fwa7Xj52#$x)_OuQV zS_35oJuqPmMpm~+J=PF{Yj^E_%gCgaX~K@av5YLm;~0m$Yjf@0EWs;{BT_nnHY4n>oa?vT|E?xSpU6Lh5zz#wNHnu;4>D~f)1{KqlcbLCI&kiH^(uO zDyg@6Tym;dV53+zdu75@t0jt20r z%Rt{4l~rMJNHxaK)dviYhM|t|kgq;z{Lcuu+Fsnq_ZX^8Cixmr*?4%pYoJ>Jc&t?G zn8q=c%*}j8I!%JpEk!Q2*V%uo8ajOF*_J)=&rm|zOs1>L4=T~gBve!-<2-&Zg zzN%*U7@WK~*sHsPzg-OTKJOGEb=euST3R6EAEC<8!SOH`9TIh?O25mC3ve!%!^R&& zi)M`*L@(9?%|WZsc|;ueuA|CU6&`<<;-|)DHO-An0L5fafM*vdf7`I{9SXG1HHS zF@j4~8)W~k03uH0G8vht+{8j$h+$sZEB2>Z7QEE@?`7IY#hEU8Bp)o9M1GrxJ+aqv zvMkN?^p5GWKMVW2>K9l7iPK>ak}n&qVDGBH zWdx_#;a5nbPi@A3+VNMF>NAVw$YUhMgbtmGNnPs!1GpaNr}bim_!?}6hgClv+|$(1 z2dgZ_!x#3n_;*wz%f7w0emBGI$odMppuF_}fQ|>MDTM`yp9-pN_-hx)w3h6d73~I$ z^wp8wRx+#L_^+;-_VU^QDnJnL!^~*d-RAoo@|3kXL(7aGN4r#B6JYmE-`jzdVfZnt zJ^O%kbXiA*Il&|e4kb1|agIxwuS0y2FO4*#UY*hEH#?Hb<;T$2_*$saB#(iU7cq0= z5?;nvpg@%NZH&LZFC%N?oP_YK)+AI6Sh-cTET5Ti5Az|YNJ1tyOi$&?9uH;ua9`gJ zCe?xSt8F&{vvmhl>KZ*DO5a;_%U6SIw8aEylfYFXYUyT?0sBIIX&JS;# z>7C&1QHsDn(YUXE8c48y3Kt88@|daR8t1AT0Ak5WgXGy0jf<* zhUS%Mt|@>8InUa9hKk(^2V@TT>`eD7u%qR^dbO!^HmDkK#oyg2Gj19#bftsh@!MAN z#5Ncoqnw-DkDfljR?4lQB>-yVEf)fDh#?6ab|AE~gQ2>cWISdv3xb%BGi?k#w01Ig z1Xu6iZZrj@svz@wym*4%XavU5_Gz)4^?$VfL=TAf1zFsQ`lV>qY(F`Yi7jLr?{??=1@tX>Rvpz9=v}cX^QZa5A+avFQ=Psu1FzmLoaP zs@JFm0{9vDNg7eXZ%8B9B&Vx5JEzEGaeISCNsyp@tU_TaU?=aa73(<<)2L_7jL$`Y4X*fzB4dy_{LC z0F&BZ<&6MMpbH1&H!yntwNnq>(QnrtSyrH#9W08J44K=&kl)zl88M;;2&jqSEmrWJ zCEnN$JK2br^fGSlr<0L1MkP&>EblR??MJZg&AUw^*=ulv@{RSo6b92T&F}Lr@t%0C_=241i-37_VeymMCDHZD1-qjW6 z9Dm#&wpOh}erx3m8cwqG$Q5Kr#Vzjf=;J1FXKhf@Nt;_G=;Q+;FdwRG=6Km-Tuy)uw@VEIqNC;fPCmuH4_6Mt$ zve*~YPZGJ{yYO>y`LM_!Gum`Urc`EE?x7|8B8ja(9&lAaqYlihfMP>AK|O?uR5S+c z6%^QS_{%{EXfBRjToYJ)99t%i4v=>R2r9M>5~toUT7sgrpJiH+(NrCUl}R=95l4mh zODqG;m|cmq&VH)E<4AO;yhM{sUFEgjrnE{~GkNv7WrJm1t5r(~r8G-|RlXNNQ;`5_ z!KHG>*t%5P`n=TO8}r2E{?hR>>w{c|Uu=Y905`VVkF{~UDQZnem9tJy$bccRtsHTo zB4c$9`hSH!gh|rNd~Oc$z7W46X1SNypHSU?Nr;rdH6pU^cKow>)VJ!6FcZNJQ+a2$WitEqwmNVU zs0N?b+$C>R|9sS^{upp3iCnO=KEAf+5yrQ`?P2A92qnUbMCH^QFxz}Of+}p3IPD+u z+M6KFi}W;+H(cqAsTg(|2a{v|MO}0=fW_={CAv!F3t(R8FIpnk;rsiT*cFMJU-Rb< zpH9SZY6TL0Sl`^Ns0P;fP?;7>@HX;I$y2M7b+aCyIlCAluh4nj0}0d> zm14CiHL9Z+>-a9w6{7$7Ovcnd>u1b4uapZ^I28obC(2>+62HnZ_&^>wg?B%8 z!Q1`Q!fAud<%xUWeb#Rz#xQe*Ojhib0`aHsst13}kPfb}1JSN|Vi+KFoK%S2QKvM* zM5Zj5X#`h?XIh%KLIKW?Ajdp?<7EHmmB(Ic^w{=Gd|*0IB8pnPMPgX^e=X5?-&AL| z5-`TKhh@qKato3!H2;s*xbFi2xIL64UCn|43-OIO2Vuepz} zLlCVNU0#WN!r9ul)lC|TS;L>z%qHp)_4GhY`&IB9h!2UETPu^;%jczKW9Qw-9|06( zdtZez038Z|fpJ3E>t6t#oF@=JRGT}S>fW_=R{R2Gi-${>J+&r5oKlZ}*RH>Yj7P6_ zrIL^s->P~uT-a4d^^l5QF^0m#AW1}?2^R<*BW{=Z-8?*zD??nPWqwVB`p4gr#QsZj zD&)A>7Rf1vI6Zxm25?yucn~g9COx-K2<0zj+jdeVP-9d4r3?~$1_I$% zb07g+XZNhwKuGfNu0S-T2OvHg5$ycWCf545_aTu!H*6UsMJpuoozoknS9+r&ZVt{h z3x*F8LVx`l`9UZ_!~#}ajZ;V>^It>r#jDjQ;M4G& zM<~%pA7IMBbk8F8PFqybpQC)*DYdc+s)^<1RDPkmpm-vbCfKZcHTiEd(E{y6tWVe zcW|orT3uOqld)J)aCOWhEr4P3(fq_4$`o&Bd(RT4#<_sRY0xUV7>ACFsMDsIm$5q- z7p&HrBG^KJad=x^3y6A?FEq#ljw7Inj5VQV@2j>#p<6{c=$m|ApZu4_VBGlno}b5y zs*ZlxQ4^)Gy@lbNa)(+l5`=SS4y*tJ1NgM;V(KYeD&e-KQE|${73R>f3!bWG;KqjIy2Y5-H)8Kp%w&Gzr z%P8^hRoi;IM(e6Vs02x?c-rwh!3Sq_$OftsEEaZqR#CaLUDS|joRre*b&>mPNwKk>ZwV8zZH$LkSqA z91LA67slP`_}}?ckyk>1aniet^P;!WR*8n!dkSH>QB277!Ske*K_$pDGBqD_NY{xg)9a5OqFtGLTPLD5%03%eBiK&LB1|whO@l9OnX? zrMNfgvuEa9LoXX9R~qPF-xrgYl;)$>Ks9kAB+j*nNZ~9$mw6Iy$Kk3oc_y{Di4Pfi zlSX96o%X+S;ac-JqWtYN>(^-THjbI~7MOGNfYdF>HUSipOeMm#+Sh*q9LAB)m8; z6g>G}ZpMg)($=a~50~E(h;7Gu+9;d~^e>;L9Za|1e0ms`NeF>mUQL$V_yr%a(L^$W z#SQNt^cO|izMZ3i)p@F$@%0Uf_yuYzt}#5X0kI+|o&$Q#;FIDXFpZl`tm&4f@POLk zaEI#0^>DK_z|qpIa_>L!{mN7Oyx8tf;MdajZ7Iw)Yg#zWA5r*HbwAWNz0DV zmsP%FvrbgzuiO28Bhx|5ySE`oY2L1aFy!HfFSABY%4`~$Nn}HOd5uO9dDi79GfSu} z_k}zoL^@p3%5hvcJ)9j>uZ>_6v{ID8bAod?_?jJ`6%Wr#G>eEHu$)(rMe+@kI8xoA z9*$AxRA?LLkGhY_`;b+PM8B{ z3PkJ5Ci_JYf5*TZB*HHHGoBuH3kOCj8QSNIwY!)-ZwZxB#@{$NenYz5|&gI(n){N7Fc_ zrFEV;?p#M-X19RIj~^yALSdQZILx_I4P%hY=qBFqNUGf$NWwiF9H&@wI9XF7iQOgz zo_>ESB>Uc(5y5KH-40yaVMgsx)2O*guU-Q#pb|P8q2BF&XI~VZPq5U2dB-?Cg>{HR1Dw&KF>AL~q}X@)yeg#}^UlMlbS9kWut;GV?FFJ-r4 z^Ra$s6d=tWR%5nTyQEHd9N)+j^i?b${*e!G!Vk<@XG*4w^i<`8hwG40lzRVgW}CmD z$tPq57TlPG_ix~wC|{p-%Oy5ps5PsCRSe~+seW}6!qg@wUfSDyLg?XAK)=tRb>V^6 zC1ogW&N0ap4jk)SGe&q7j706=3YB?jMW?q@Uy#TwxwC(5nDUE@EfZ4&11#8|0*0mU z__V>52IsOy7)0THHT@d;B+s2f9KG{ds~_*^)#oys$^53b-U2;93MN};f&p`}&kZN6 z3cZtG30wM2xb3(CpWS+>p)_Xq0#4iq`T1o)4bxXHD@RfTGuGnqBf5hv9bZJp^96>V zevK}4aH=;<#C z?sx0JvAVI7>W_wo7h)PW8SAg#6b?uM@uT=vhKgjO_Bv3{6;nq{r z1x6pVY<$m4Ql|be%|*okz3Z;-ttr=`V66Z~39jm?nxt4z4JwWEv}FAx$1i4eD2qaB&LedGt>$ z6&%CZ!V8-mV5bB%(##t0pD?iI!KZmM)~P`ZYl3ztmcb&Hs-R?QY3V4p8BM|t$W@+z9~@Xlwh zX4)n3v1=T4!4W+Rk`wyZl2xnMED0KU{599V$?z~0U7tWMCl!A}f=Ygs*KzcF-%C9H zryw>B3bpSf!deuxHe+#-y|X@?hKX$0L_-?H;jtY9OkTL`XWuUBKA@-BfuCs|(6#WE zpbl;BT6f$(pYIhP#Fz@?o9gFez)uIDqZ&g5I>)_f>^xd*ZltvB8s}XnT&~&3u{@m3 zGko{+a?QqJyGp&8;eV0w01~-o#%9x%_^)lr^@wT4nfyVNqJMyC9aW7PN|m@pIneMsle7s%(wj-oPJiQRHmxY?ly!AUZlpcry9c3Z|t#Q%1pmwXX#H#T0g0lnpab$>=xxDQMV%H+Tqh1SBA*2RjtcxS6#lzfy{HV|xSM)c$sq`87cT zFDcho+gL-|!o5WZoTdEcCu$5Un&C1iCNf^`QerGvDs4pr>FnF{MH!CF9xR5KAHXDO z>!m6WmL%K(4X;ihS`fqpFJUf@I1v1LfE%i#ij*GEr&}zd7F`;$|Nr5=p^|Zc=#rCI z5%7HV)e0>nPWUHl3I$qYa|Rzu?N~209BmkdN{0A4xvx|1hrY%H#w8P+LQhKSTcK?i zsDut~`P={pxfk+L&VrxCRL!^u7)XLDT2tw*&)q~%fxQ+|)ds>m%`Oe^ovh6*cW8}u z@eh!bwYq_mk1c!xCqkDn7nP6Rz$9L`!@Nn}aEUBikcvw)HhNR=d+H;3e@>f6_fou8 z;8?7il95s3#<9HLPdgl)eraj1@0}_S-h&n`@W{u^F#N0Z8)VhwpWDk!+v}sOsM-?~ z+WF9})h5XDmIKK3U(g#-94(m3pq@8foqS~*y`qr{TLUei;f4bj#$HAcS>8_)ns_}2 zBpOh3#eQpVqO5uJ*1V|`($Z;bf7fNOkg`*ovf#Q>J>Vzkk?_jJS0|(rJK!y=o%O^5 zFi|+tMh=6!ls%8uGiFsMpCQ=!ov@)zCkx(399Mu1R`|KoSFYbXN_HpBE@G^hrnw*B zGq~+&W4kS7%upw?Iwp;ZB&N?F#oFhH(U1(vOX)h{+!*P*43-*+zi)8FFO%I+<2&ls zQV|VzN&lrHG@mb*bii^(<-Fd;65sZiLmHQk;rEfx$SG6Txhv%^5e1@pKX(eSoOn}7 zyW_-X2PxuVj*;Y<0sa!<8(|1;O^au#PiiP=s7!nQqp=xgFuv=Y4N_xY&S||E^GkjH zihf8N|C0y|&n=`Y~8kr%N6Vjyd(oFEHsqfMPrxbSgtf4UzLpd%{$nw-Q#&u=< zmSRrV^SjBFP!&nU#heJ;R*HxrI_Lvp`imcrmbYA7*JkwOut^D|Ez$~9Yk$R_Tdt#Z zup60{3}K4%j9CK)9DKjKr41?)TB$&_DYQOs3fiKkBV($T%be_p0}rR+UnY}nHbY5O z3d;#}o$oh>vU+HlA%vu*qK<+g8*q$cEH}rNEp#p!i+53d$*Q}d6>#Vw1?q|{OnjWg zf{at!B0aOhg7{4^W8y%ZCq8M~?B}G?#we}Oq~LF(p8p;=hn&qiTb!2xE7`v14L2pq zQX3FXDjM&D9v0fde}*@@BqBH%GZ#>S`wXP9!avSLf%BxNr5a3wK-ugx{mIW&t5rGL zh8PKI8d#9gn0x^D|7^!@A()H3m;}qljc~0A-~5*iTzb$?QY7ZMgmS0$?ew%_#98BD zwAk|LQzMbqfmhxL1JwxAY*Rw9nu?IC#A}(#GA_}K`f8da^{C7pgL|{IVA!ju?KgH3 zQ+{A&C;Kk!D@^i`LgZeP<7qtghS-{ORX(a49XuR6)%~#6a5eOWG_b84A&|wEG7!NY z;p`C_mmy+BED0I2MWr6I_DS-5#{Cv+ZY9%+n#o>xm&MEcKy>f5q1QpH{#xv0@X~oJ z)OwbWio@)Qp;&h&(+nH*K1I68fM)J}JegCzWWdq>Ypm=VewW?j*_v>9${tRlkiadX z+B#%vdVFV!_Ho*snV{G-UvxKxKyEE=a8`2w_N^?3cbwWC#8xt$_K)W$e@e6o1>H5%@@3iDFo%gN=sE^mMV>N*gie1G8HClJMIY`A zv4s1oZjNl>4R!HT0KgG;DX|*^Jo^&1>Z>52X)K~~1Wp9f5%$pC7xSi7XFk@JUA_K| z`o&0diF}!l%byLPg&l-_%O9fDVNn3Wm#oAk4T5L_2;^Oi&Z3Sg7Xsy7mB~^ywA#sGKdNv17gR(E33N@x^kxG>~G08IwXtVz?B@ z4Tr!&Gkf)s-O)Vz9!owvfR}t;fZ@ZmYmIPkC?ib+qGW^$`aZ@#B1o85|f(SwqFsGfV5vKnYDdnf_yMPF?CL^0acM5aFsEV`t6bLOS>wr|AO5 zE~|2$sL0&jh#{~`R`|aX`=<9u{IYTApqp2S0HGHv-&0*;`YlqIOrdJ#|C_B7cSXor zC@-r$V*2bTa+>k;$|f+L8_`sxhF>o4E1txZ;`xiuZNy|NWqyqdmejKSqHuk){g@XX z`I>arcVUCrmKIaC6txWd)8ai;v;sqG;K*S8ur1=hO~_?O1I2^0svp4pkvGftdVG7>H_B!o zzvAz&+N-78K|Y|E+Buxwbj7A7%QSXWb^~aPzU~eGu(Y9!q2)N5>6_^q*4(BkARnHK z_`GxWxVuAFj-D(-2R5(=X+%42F&wA*lA92j+fTv$ZK1#VaSNkjRUUXSVlk8Qp{X^? zd7vy_G8@)qB(4WqisUDXJa0d#*ukDnwLvNbn#?4p9nlHTQT5p+GLSDs2^%LmDda@p z9I*x2+6#l~4)%^;$A$bFlo%yzNJB@Kc%tA!z)F05N?_>W!?jkn$Yn^8Lu4&Q&t^!(hwx+-W*C`Zglah3da7Gh z?lR-1dZF{T3p2%Kxq%uj$Ppi=cTET=766xwiV?H&26adeTC>ttqw)9d(oktE$Nn45 zhv2Qi{-hR#n%CPc1Hn0Vb;Cg4>UXgM}{*S#G(YAr)m6{v*! zLybx3gG-l-4htg^Qbyep^Ctf28%_|~#t*T24j`0Q zmq{O2-^AqSopf94=QLV7$;WBpj>q1~6S#uLVD~v9UB94+K2~=3B5=LNIYo@aD$TPu!bv{n1*)QAQC&jvK z(X|6Fq2pT(N(5yR@s4{Aj zprM>PwG&V33uJz+Qz93aT7*XAlZidPB*os77O^88X8Fx9?N?@n!LP;NmMZzDsvw#8 zueR@HnP8mDMddun^;W-_%FucTBm=qb(uf}?lt7xk!*j2Lgl(O7rI1u@^!y}dcfc+P z05A?*l*5byu6Q1VhpI)e*tdG0_KdFwBs>5?B#iQ1R@By(6|5$?Zam-h2v_hF2KsJm zTqy5;pwa9+u1mDcHk$D(km6fC!U~QaX4wMgP$P{^;JS8rN&_k1GI!$RSY^A{*|qyO3mTc?x36HlvB$B^;2 z`M<%6MSajsMVyM{$4k4eo)PIoJ3Z6w z(&$~&;$vVd2LPT%bd3+sF+i(uc`G|sm@Jj*)_XW&hziG6(Poxzulg43Ztw)8#vn44 z=K9O_LrQRuz1Lgm54}_ meKdr`G6`2t?$|HYnz$IH3iszjUTB9xRwZnOztF literal 0 HcmV?d00001 diff --git a/submission/manifest.json b/submission/manifest.json new file mode 100644 index 0000000..3389d4c --- /dev/null +++ b/submission/manifest.json @@ -0,0 +1,6 @@ +{ + "team_id": "team-02", + "code_path": "submission/clean.py.cms", + "code_sha256": "e847394c783fdda5858f5b84bfd1a5b453c6adfaa6dd3fa9ca60dd224726694f", + "notes": "Replace team_id with your assigned team identity before signing." +} diff --git a/submission/manifest.sig b/submission/manifest.sig new file mode 100644 index 0000000000000000000000000000000000000000..fb1bc3c53ba631b58cd7aaecd6d4e4cf0fa7408a GIT binary patch literal 512 zcmV+b0{{J{-XOOGkg}z%!@o_=kim47S?pF3)k64~)NKVAB%MrAL{Y7|0Ie1e(Pr~a zd1wOg5jS)IUYRDt7krR!9DHgq0hgzeXKfEtsq)uRxAD{i%MG!1&%nfq)XRW=|Lc`g zAhj)K$e^HW&Idoj?$j)F$|e+JL?xYDg^747wR+gSEd^B5M{9ojTEDjQ%qtx&6Iw$n z(39$<8H^o-Y4oB>s_srvx9ajqUsyzmHU#WOG(;h_WT33*~!?I}{w zG`~STQASCii)Is5k#qHSQ#esm@9C0w`UZ|w^G#e1NE%qf%L^y47$VBNppS)}i1zo5?Om-@6vAGLg?V zY!N4wk{v7*nm`Sej8&Jf-E-wD`{D=x=uxma?9ur5OwU!J4Hy2rlfl!M9)t$hp;W Date: Sun, 31 May 2026 14:49:10 +0800 Subject: [PATCH 02/10] fix: preserve all test rows (skip dedup/outlier/zero filtering on test set) --- submission/clean.py.cms | Bin 33610 -> 33770 bytes submission/manifest.json | 2 +- submission/manifest.sig | Bin 512 -> 512 bytes 3 files changed, 1 insertion(+), 1 deletion(-) diff --git a/submission/clean.py.cms b/submission/clean.py.cms index 4db096c8bc5af626b9c6312e2da0a6d12a2e23e1..bfb310ad1ac6a737ac00f3c9a290854bf71c44bf 100644 GIT binary patch literal 33770 zcmaG`Gq5lWjC{6j+qP}nwr$(Ct?${kZQHhS|20=$mtu>|WHXc9EJIN6DHtSGm_*nc zEFd^=K~V4-Ls0M%5Fh|!5Kt6D5K!2EC4(J<79%+WDHyOS2oy4>UUHIDv?viy?uq zjj5rXrJXr}ioL6oouRF%oeLv91MU9;fsx7ne;|R9y}b*8upkhE#%x69`hF(-4QS~V z;E1ML5`1PBNU01^ZQ00&3MJiAzlsHu$wN_zvAmlLH|-KCVZCrG=wmrWvoo8Yw5bgkU~M1Dd%D$9xY{wZ_==gjg8YR-3u| z43A+{hkE5uT2Gzcu4D3mI8nY)xuQFFiFDuOV=Mn*D*)f^{{S$;T*WaWBQA1aeZe@3@q?!a0s z9q!TlWj#GF{F%pRHQv=SY#bJE3#5m6O*mq#@*02C@|^i>siOU9Uj5HC>X#-B?a9Pe zL9_!;ypRK?F`4U4r_I%ypBF$*i$=<{h_?%QXbE!Xcq}j+&T0Z{-}Q>I{$aB$+Lm-3 z?9aUQuG2z5jKp_d**Qbx5Jc0-%}!FfO?-mnFB+H`%D_F}(^b*DHv(`(_L083eRN+w zm8#JA>#*uEs03%tYfE&Kn?=Y4kk}|+I8|niD#YDTw}2WIw(&uTo(LTdrK9+H_taqY z{MTk(C^7+8nIR~U@Bc^v4#{3MaIq3$V?w~zIcP||NF&1=hVv_y&pnlY^hm<5$=bUq(tDf4BnAeA?3_b149F6$ z&0^Zp?ZL$$xHUaAT3fTrY2yGl9%?Sg0m0Gr{c8MEJzaZTG2ubdXQPsbo?)n!9L#sS z{CA){Qu#Bq5pE^wn(Hi3)I$&?+EDPK?~R(uL>8&l3A>8x{ z))qlLxksMin9yQkzKH+8-%BP>_b4@}c<6cYSK>CK_4V7@7a?|g-B>u&97d}JY~GsW z2F z^>Hrt!3J3R$P90+W*{D2HM{}+qP{jRoilLcw6REfalaCZYck(~tFX&tdewT}8ehr? zqa@C`lNkswl@-Qb)~3}q1<<_8J+1m?-N+59`44vSw%Q4Nr2u3f&Hp=F^-CNqwj`v; zddCxJcbZQ4fpt~41|mj|1!Jys_aNtHQRkmPl~OU)qcj}*GuA?K>7?BkbjMV|$tZqH zB*FPAO?%2wm}^7mXIRpW)0L)AGQdqBv{yuz`V2?4xal-MZ~(mB8aO5wBPP|5P^KJq z^jzGZG&(|c6m`?k7yI=KcgSV-b|ijwUeM=ixkcOCviRSqYkp(xHI58Ps2kt+)Ry*V zY`rRA+e3yr7<~;QL7kF_h~O*lRYBj&T3Dg9=yh$Bxfnj@qC9|~sZxtf6qfv@w`l+dH6F3t~*QG0Dq8ot+M zwEEcWC&x8L%X55c#0^#DtgNtL?g_U&`o@l_(M&r^(kw|?J-Hu&=1&ZW5V zTP|WMfSREf5XFm2^%(FQiC)X{C3BTvV)#_Ep$N|gxt`Gkk)=|pycNX4im2Jq>lQjy z`9Cz}4O<>H>9%3)683sEmtLV|q`ab%ow(48s1yl2c?HVc9q5icw-lW`4~*J0WHrQc zixVC&=E2M0PJ!>CM8mOHCpnV9Gt!#l7$jhgF5Cq7zRKr)kPtz9tG5Elz#@R*pvBNg zb4@HcRfgteIdF@GGEvmKh{c-H>nH{1oiiee#}X5UlLJ`YDCP@QvwpsE(pd>_It;E+ z6Q==Nfp=PmaO3%>ut!()5RHKfdzCUKjK8`A!!z%*=Mek1b=8Y9UiWe+G*pOAmG%JM z-~2EJx$@W#O=)tEG@-b};#&VsXi~(!+QVtC(8(=XYucHy&_;EQ%JcA}J^5MJ;PTNO zsFVow@kDHro#s_QRR~7<&b;GJI_R1{Wg(QuIMz0s=q|PWRDAKbluXVs%IR*G0lnsr z#*zj2rLp7DFeUVTB9F(1IvaBkltJ$U00r?hP>ES|IO}`op(ktzh(Wu*%{pD5-lPKf zU?!}LZ3?IJfCCeXC~H&Pno%*gflUz;f+QSQBzp9JU=RLyBp=N~iB{Ik5PCyAI<}qv zc<8I$7K@nN2*zeFXXX6!L-39Fekeu01x4`S!^UI_tjb89+-F;#Z9fhAr@gx*x$?WU5j6?x3iud8h#~H~tN6meCfLDh!IfDcvce%PCDU#}+Y=7;!gx=w$9Y-(A!}m~{sBg6M6v>dyIZt4A)W zm97csf$(-|z^6clv)tL|bmu&Mnmf-!bagh5#Y2u1Ye?U;Tdl+cs}-Y_`ToK;|acv3#**~cONxmb& z+&@6wfD`!p_OIWjeI-@BTDLm!e5PK5h=~#%J5@@FVOcD%C#cu~jux`TP(3a}yS6%k z8b-~I2Qv$Z)()ire(T7gq)wXCeH6ggHP&{P8VFUP-G|F09Ve=tMqKS&USpG<$TR#& zS7r%RS0y3Y8b9+CMhA^F&XM;C440DjdF7}E7TTZ)s6zRCW1MJ|K^E~o zL!`9|1Yc2Hss(r&ku*^n1b9E-(w*1_WMDp_ z8S+V-73&x(KyV)>ET`8Wrgt;Q>>PQ7^JypHWuPwriNWDNzYyQs4c7~@vce)Xgc@!} zu|#P+O}mg)^M^J16vbD~$!V6aAC(wjIoyqPjqR3s^Ovd$Kk66CwHX}b2Ez+46h=W` zkxk+)1QSwmD+Eo7YECoxYAHW&#^3^Iq!Er@Xq3On($mKc9wU7lr)Hq%r}yB zzp%v@+V*;dl{==8O*{~hwf=-T9xpa|8$QHUn%*9RVr@EYN*_pwg?7}d?1k9`OD7N; zC<>~dSO$j1GGUu=Mv1?p-gc1uk?NHqdMMn9vNzichkpp=>8xuiIIu@yYBnLGEdqw| zL(jJwF>w7ngQIDfQohd4rc}C*kx_HTzIZwpPvICXt1<2h1jyk5iu^(&kX*dou!q)x z(UUf;;~s7~(G~1FQ)*@3-Hn1Tt`swayC7&}tP0}zTVT+>Izq?ZJ}PVu`t$zi^#mF5e+Ra(7$*cG`5>z6&9na zw`I$^jEWIaFi2r)1<5Ve8!^W^qKusyfn}Aq{0S%d+gZ2cAg$(}z1zN_-nh&-3nkLO zE0kph87aM&?!_#kub~rRQre4*!PapMUFYR~_70)U7(gCH`UXLu>oB8?UmHQKQ|NS& z96uN<^+o8;GrU8DL=V-^xe>{)UWK0<7o{>`yFfubOa#Zsno>;v6FfbhSB*JeJD_67 zT~zNyT%PQz6`pyKeedT$ee3R|SNgE7Y5a~txfmvvEraIRVKTbl(&4@=xu93mR6$LwbR6AcPK9=)IC~28bZQi1`6ap}N z3f4-;yadbR)PZouW!PlFE9BS_{Q6B`3Z&pfts#g9QNT0``OJ)TZ}|t9F6Zu%Q&22Z zBe|-IuY7b3>dRWoEdbjB#Be^n)A4-+Fc}@iuqMFd4ZiZk7$*h&l_J4H25qZa{)5T3 zH|d#Fr2{8uf3G~3%Q>Uxx?=d?jIH{`soMUD4D*3})R=03;eJZx0I+xoj|qPFg)5n^Dm$;j@{bPMpn^eS1FGxQF(h}WSjO4m zG&U%JyI#!8yXd~C*@M6u2?V=eT8n_TqMlX&^9=!$e6zQ4lapoRB!P67GH9O-RhB8E z45*c9K&&RU_$|L=anW4DsfF7_-gvYsdoN~plS0trL~^NY@3-hbQD~<)Y_~f(O>jZQKo@IU5wfV65^_FggClCQ zcK#a9=E!9a>x@!cQpl2xt8!=5c-8o?G6v~ae8|9Isg9C ziJ2u@=@GN$Ct>;mA5Xa?IyguetabjqIB%$3fHw7Cy0i>;lM})^QyR8@15><+)`;~A z;JMe0f!hbW;lPasFPuzprrl9EW7siDOYF3FME4qjpw8&_l}LfTL^NXK9yN5U71M0z zN~$!Uq`6*Y?;Tt^y3iage25vDe2*d8J`@AVIMadVP8&7wi#0_T6&HJi z!gUPEKw3jOk%C;N=-2qMku)J`cV^&I;felhibjC!9xoAd8KzgkDRW|QoQR1;ljqU$ z*c3%*EzkV9J`}ms%Y3O%6yt1?K!1HmJag%l=>^4h@%~HK^Vcj=uFA(W*U3pNV8U4`SH224ApqbzFmV z%v*nVGQH0l#%XgXI_v_&6%bnzG2=){SSm7qfkS3kdM+$^*}0ynQE9_HmcfIjPYl?# z7D?Ibtg7ju)ih=>ZfgUP5J4RYcQ~@(u!vP|huPzgfa*kK8$`jjO;O>ZSbEa@?V|#M zCaGMFIv)GIs-m*L@it0e`LN=sYOAramri0wF?$SOYPz;8|i%RpwgahBcL^wf0b>tWfVW$kl6z0uDxa z402ngJl6NPY4e7GaYj~xxxzauXmMnm^9CLy;Av!Qb51vJN9#=rc;WBgim${^(N7DGFpWZ`#Zc4~HCn zk{wzb4mkn+xH#?^S8L3+S*1Q(J%^n}`ZJf$px1uMW5i9totIX533>AC)w2PHPwND( z5jGx5*ee6s)k-F~r~I4R;y=@7^%C6?UBb-^y4$4QsRrGrAcGOebZz$55lLFvRTWsQ z_7?$6o%C&*bW&qgOsml##HJ6&c3dh$w)x2oxVSUXd0?a@(rVjW)}4Q{ER*Xn%;t^x z%^w{&e=r=9&o}KnKGT3OJt>$wl&g7A67g(Gy8jKS?~dT!)fZgqvnCk>R!;+&+=VHi zj9paO*|13|D_*?IPLi@xOl{=~>b=MNm-nO)a5QenRf@(r=$UzP4W{t-81AF!inIWP zvD5zhcNkqE1X?Vv1=w)MQlCCZB^ zL{nArFeYZzW-+9ljo5GttA*XX!NZM*N9MzL27@;FWZ2mWWb zxumd*d6-WeQ_bCB!Kr0)S0hOB>;oC&-xidd@FVJ&aQkE4xr#=6@$Z@8Lp zYv2z}U77uenxOj5*jm>YBl8WxnB3->Io5Z_6P=e7qpiv*d`t>jp>Rh$(t!d(`yTG8 zlC6dmXOsA$TAeNh59lS%yvB?Y z{*g}Ua4GQ{>Wzd|vJWhu<*z|rHhfgdY1f=|J#eqB^Zj9hx+2W@l1{<3mM~<-#HpSg zy0O}YyH`ZYFY%ml8mzM#kyOeNp}=4B_C3mD2WE&>$pwtX(-E#lDR-*%Vbr#HVFUi- z^2;v9T$Np+xz}KLpn}-8mn1qdIQ;z+7yu;j6wx8)cW-6yCngS@x(J+YmZWY}%X@d%d#JM!g^fWxS_#D2IIAHw}hCDuNbW z!{Nl8$E#zP?|xu-7$D0mjac_aO=d|2W>35a4wIAfk^Dowu*7 z&45WQ6dmbkR&QbpV86~_!so=dRobN^W|j>#tw4Orl6elPDqz)$udb62ZI6nrzHJX% zYy>hTUyEZ4R9X#JV4$X?!9vtc2n4_m{#P-=TvGfhWpI{k0M14oHIzASU70v49@Jx? z@~884$l_HhXp?Fen>)`A!6jOGJw9EQDk&{em!yCFw;IbX!{9w=pR}P=y8OYtv zd4RI>LW6x|nIM?owuiX&Jve)K_Wt=rJv=m){F~T(SFVNIk{h9EF~i3;n}-J)zTG5n zTXOl`(R^|gAE*d>XRsriF0Xg-Rp>Y!ab&82Wryd6O1R>6+U1)NvU17o(XeFzCXFH> zQA2S1*@Cuk*ob(NH`j87&+PbX;xayD=t&a|sfoMGaAKaaAVch5Dl+s`x1PaaYXybEy++=ksBrSoEYrD=g($(^&gOLql zBrdR2d>luwt<>QPIUW9YVEDiRwk{sqs#dW-;OEy}%u<(d;YwAmPvg00C;UN3Z5<3= z;TscByYNCn8v$HGe*3zNh+AUp>X#`_b!~5MegYE<7iDE!0kU<73b&Gb(nA64HQ#kK zjb1}gVkBVunb6pla-{kI3~nk!K6-5)-L;**(C$jG1R@CcVsXlWoF@u}NA$kB+9fQ- znD;}%c051%=>;(uQg!$f2nH_-cmGVIct}oL&-Xn@j)Nr@+D>w=Z@a<(k&t|o(WHZ+ za^jXa_AQ5z1<~h2XSN~XBfJ*!kJhUb^0Pd2FppPjUK^zeRKpHI*h*l8^K;g#A18@v zuA%E@D%gNSc?n(KoQGAXKe@YZ7}t8K&sbjad+MV@#jiJ!-47n;u_9y(j`@kEC;_NR z9`Y5uM?wdoLN5w2Tq`Ra0gK%=KOaWN{7utSM+Ot>4kIwia6B0L-3%?L9nNgsr+MnYakIEawfv)kz)U=95N`8<&Ib zoV6ejBlXD4N>0^#nc_umlfDAw5oG~AP~k)nKeCsQsXPg~d%PgWJSQP9)`u85`9^UU z77Pw_)=0*-L2ihvFeGKPZUoJjOYmksXkdp7ymT_CMvn-&Uw-lULQ$vYS2DWu5Ue%< z800(7*ZwWSnhAi__B@q@eHVj^j{mMxu&ji{Qys5pkR>#hndO};uVi#N;Pz;QU}`JJ zE7&LDj*>4~jWEz9c-r7cW}rL2pE6kPy%VDsC6RWJ+(BM=o=AbAEtBguC1VM;QT;{N z$<9aU7z0OG##VKfe^SF7UFrDV%9O||Ev>&s^OX~@A2 z%H2{>xRtnv`AJ##NS>Qa!^J*qr(Vjk1v&-nZ58?Wfo#t)Z54>cz>*8EgS0CM%R($A zJC(C?VFbGX`x00AR-#;V$D4A%s$hA$_=cL^_0^-a-O3i#j7;jM5E;4U#1{q#9E|yu zs$7Z>sYMIa{BF(wfA;MUu0YP7FiLV?(+29R%*GbWlj+TX*A-=dRx_R+I$?yIc<^Ab z^CbUkQb4#C(Cha<5_B;p0k{lUyuqk6j6QoRQd|J|xbD3g3(vols3vHu8mwRc$x`VE z5lfd_84qjpwWXm=qq)8&2}_!nYFh1PAS^>l7GQKhK0aaFccceXNPHSs*R|ikS$c0X z`j*ocONKZ_We9Ip^&Bn^b&ttMEwK=DF*(sJN?DQsN(M6dL65d z&c9;Gwhqm!@jsc+e*lU<919_DZR`r(&!@t`^?cj)>dt*L;!vnh2-tATC;k9sNgH}< zI!UW`FbSbQ$|(*}4-aykBhPs&rmMA2wvi*+giCy8?jhN%dA%UO@9 zlP3nW%P=1W%1n@7|43Uup&nZfO1HLtwU;zj*(q*DgBXse5bh|S7dx&|yC9A;eqfv2 zsy{_ePqarP5^E&Tk1zo9rL+KGqcr5JkX%jg}V@mZ2HlVbN^lPZs~r#J|hZL-Vs z@^Xi62P~YWZ%3~CCR!{+DT0Msb0eU-uU_S!ery2L(<%hf$p0Lk@vAT&PO*XeDrm#} zt9aMv!U0S6yxyYU$0g`wXaNOq`BxYQ85&WWBx`>Da6ctM`6p*9)CA8a=O`W`%@l(N zeILF90!T%jOv<;N6Aahl`{y+yXK&+b+D=>vcKbm7@Sdcm`)RodD64nTY}nK(Cb8=B zU!QqGPgcd)RN@&B={^Q&4D%nK)K&8vzvJ9anNMgFEbJm+buv(gnni>bU`8;I&H0)C zJ0w$QWJJ+UtJg8|_uuJpGl~T6^N-{+$gic;QU8jrk(!$1IRG?3#3}AkZ9`yy%}IZY z-j$8tjuI|d6zWKIe@rM2=Y=4B0JICi*4)j_6;&G#ucBdj_ zwsu9TG+@Dr%j_S-c+KJj`IASk;||4fp(?p)Pf2MbDumx+&@u2w`r4PghkUf&un6e# zFmx4O|G9}?3}WEegjQG$jmiDqT*G7p)`kaoNdF8iGucuO%<-8#sbI8VoB_nJK`gX0 zdB7{?jd`s3zvrt?24FCOv!iHw4;MeR9n;mz0SW3Uu|^1sgahGWEnJ+*@$>vAQ|0q~ zTdJbOu@=S^Nhl^tDEbWpzFwY|NK0xg%))@NOA=Z3*0U*!_s%ZYnmu zv!(*|A{@EOwfWdm@cN6=9xH(mC z0USel)e3R9tgzm0#3K>3aE>Eeqnbx0gd5_L^4!<^ppBf(s-sq5WGU{Lv zL^L|{#$)}!>PxSgnV(0A8_)TYGz^QeH5p1S{ObTD6&YWtTNqu55{JHFj8-(~>8`0csFe zp<@{bUdDT4b?VlsWd)WU+EU}ma6CQP1in@h;Ztl#i#wG;jV*CeJu@u!(ZEOo&TCy( zS_NJ`>I!jQ6RS+-S#Qv@Q+!%2V(?y2sl30O2cR2)FH z3_!FK6$b(GUy21fQ$)9xmDKq7cm2I$exm#m^yEQ=bJH^jV)H|J$?6uZpfD{8#_V7~zFdHr_ zgX_T0oJKRevi1n89GKm_B7WrB)BGVXL2*c$N<;q@w-FlkftiRoynv&pA)k=GV^l!0 zQOQ@5VB%=Yli`sETfeeAD6!e-e4T&yU-tYg|vD}^ep36 zh5I1dH#a@V;sO!zC!{HPJH=XL5U%-^?!mxOr6u;t+T*F7>_3 zu|=Nt05g4FIUKax)ufIT0l0P{MAr(J`tZkIdGAQ%tLd6|AiA%Ix_(Nf4(?@eN;_h3RVX_f z9WRK7+W!Q|!@Hrw2c6!WuCK=lt$gaOSR)5B4_~Ro1Ep)vCEReXGpig6O*+0{Qb)`m#W2{8@AQ6jt(RWHFjS~?< zqmg(%-ks7E8#IOObEdWZLy<2+E!3FF58Ik;0HSmzEe$X0Fpvl@NTsz_S^sh1`gb^k zRn(vc52!jR`}zV48;-D)TA1-f&4BXadLA85@v*f4K3gbL1%WSY3IgfxARERuM1?~U zhM!08yhUsDQ|uO4QJKH-hNTb);@=f=i7j@kaM7HvN*}+|vtarf>Rl(z{|Yc6!VF##(SSnWkoe1Zfg5O&wWsgHOU` z6VnRH)!$@vup$mmOP|szv8ZrOi^p&~O_BUb@Dod6JD2b%%+66I2pS$>}9C6qkm zB^ENCFwTkGM?mMOjI31OyLwwRhh+L~5HjEUTM(|B&iH)E%knqc(FO9F)D>|$P>K}F zS?I}%U#n{fwTN~CxB0(kd^E-Cp`;XOYgIAOdN7&Jp_-kGkLyp!18dfEA+-*sAIpK{ zsmZ!z@4eXJ91ZCY5chGWOSnjqP_F_{!peLw{ut#3W$>*Jr%CC>(Shh!8qiN)X}U35 zpjps>8Ar7=((kAo|Su2*ndc+|GvdSZj*VaHk!N@fQs{DOoDZGiFLq$Lw>{?AwjPDDdL{UC6f&0Q)J(Fs+TiFKdnEPV^$Q;-6y+x z$Rh7A?vem3yA6!isyT6Si<8BI>0P#o2q>KGo+ka?D-L+`2#4F@KuIkd3vuU@Pqw}w z(-=_DuB?t0)5Sq}wcw@tP0}$A*XH8M zg?W`}SQ+w&upXt#SbzD3IwDyFUj3HWz#M>5#GTcy*gX-g7tbcGqa$#^W}f3n_pQ(6 zhmG&>w1wr}yQ2@0^=i@LcEj3HrkqkK`fQ38+6tjgSQ>wYN`}cnldnhN<6un=qZ8D) z^0^tVX$*YDdWK`NKvM$1^`+BwrO}L&*l$v>G!~GCdWlT?{JfNB+$DegP6AGtSt1-_ z0I-wk!oZC9hJqOeT<~4uA;Od)Hojzgu~hVA|0Y1NO{4`)#ky95 z0@uC;!!85WRVm~;rY#^F__{`ii<&w(zxYpE%ys)sb$XomR4aV5T>%2x#M9AF_g_&w zwHn*m5r0YKKi_P+5hm57h{P~U8UzKsnEQ}LX%l)bHCOyduR+bZi0Z|n8Oq)@VUFG= zCx}2-qO(hFepVdHw)_1PR4r}ywyXq4CuG9fN~~lW9gA#He&7e7o0BjWj|wX}deNh% zqR14J4>u-e%^kzl(RrQH62tnVG?aoiNQO@gL4zLj_oCn$kA$`bKQjJaGlOMWfA``o91P+*Az^?RNVp6539%8a2xZ$c0yI^k`tWxam>hY~c_du;JVr@O zyz=IzWdMH{IsxzW_Z0>IIde=XK`Il(PA$TeIhqwqx1gmE4nDl1{{`%-U+>02R99QL z8cCof2P$azoEHRi@7=L7h(-_gaC||GXNXRe`t$Z>g-Xkhi8j~4{9L=Vb;|gw)h`RC zS86hp0Y*(^?NcXiJak48raV?{tI)Y&1=40xL<*(Qd>ZMY_vUrHC&Q%5kqe1s; z=9BLBl#F1ZiTWhJiwh$TTzS{>f4LVu2jjjT=bsOhdgLc{mCQW|%{HeC%aAzqhQyCm z0gwGsBy%Viim1}O%kpXLvNZHntO9`A+50~?7AQbN`2nV$aUAqy_NHm{8MOtXq{{!U zt}}w&-aX454XkSRAvDM`+w`wfWqb${d1CY;>x-h=2*mcU4_*@EwM-Fa!;2|w$5D%h z-7;*LJ|FG@hzFo<*r#B@|IRUJcz#$}vWv6eD+)b@6&H-(6uI!8&e z{iLSCSExAzK$Jm30d`Z$trAt{#kUa)551_7$<7m@>kExc0!;wNv`k-s)l3L6$O)#r%YvWt*12 zbymxXhdg7cMNLGN9q5J!jHl83M7h%i$!rvc?ebV89SNrchjrS!TYe8V?jd@)pjP_X znC!9Stcw(Hr$ybIWH;o3TCsGudN&UUz0J^KoBHF&SWP<`bLFiYihs3hUn(akMzI~! z%*?6=M(zI#l~9Q+;jelCeRKsmO$R^nKZIx6gS_p`0QXq;O#9}|_Y<=~k*Bk@;l>~rA&jhNevF*It$T^Z7zQxp44)O zWvzRE975;bP^UMI#>|02Nv!8iiu+?(jFG^s);a@Dny3l6x^kj^cIWV3E}HO)bdTDQ z6~n1!+qNply&9sfrLKBJ`B>D{Pz%Nnucn84B87~3G*hsx;I>_B_dYQ34fgM)sWTPy z$pI_@aPY_O6zlK@D}bu?dVa}iP#{Sc&dIzAIv$@_IYQ8kLoX}O8YDvbcgZw@pfjWT zjr48BtOd{QwzC{{mO0KgDRXoIB65x%0*qNCGmQk1NjT)xACm3CNxxMM6ENxDglNlR zZWs<`spuf;gUWxvq>ODJ*1+aEDsATWoe%~FG-*I3#*+C@u=z4oX(vFPL(-e?8U|Nv zttV3hn!Bp%!j92mdA5zA$FY=E-$^l@Zh5gKy>)*7a|y#?*M28b4b|=s9lH|Oho5lb zu`3GL#fvdCx{}zzwZiuo%q>-YeqS#KHSHzw^AyIN!x}*sS;@Av%H;p$wsj`UIuTIIAeYrokCjf*dKrrtKWR#z;d_k z3ImiymrsIfoa;o6Z1?*D{>?Hd&ZA<7ll)vN#`dz;M(bUv3O)}GalFCm^-A<8O^?cL zqacWA1$;)cG=WhWM^ZbdJz|gxdFUNGRidP6%5-kFTm-_Q#Nsfu*sHKuQj_tOW`}j0 zigQeWJerHQn@rw%2g6(!C-hw0Et?bJ&X0mN{TfrF{F-#a$^PSxRQ6QENgM%ZILY94 z;`rRMC2^D*_u-Ef3PR?bJZF;lYT>Viak}?TKqpIqa!1DPJfHdq2eV4fXlBBX6z1+d zAV6mdQY73(7|-9j)V4XHx&-EX$dZ+%>3CRIW_d z2Fcm8UDF=?q2MHKy|6Hn0PRo+GFtqkDbDGs8Ib%cX+=@koSyKQsH1U}gltdgJ42F! z8e#FE;Y|#EWX-3z7d|Sgkc9lGZA2~~ehg^F;UN;aJ{I}!Ke3neGXq;?0+mal@AjRN zJ2LD6(_2_s6*7&X_##Y9RkhYl-QAm)0VqR4G*QcRcl<`bX=M zyIkGg?hlNY8|4bSi=dR!0I<)dr=L}WJi2cfAIGECOFVl%YTo*e^Tq?u$^+UU1yuR-P zZDBc6Kp2-H&k0C`OyJxj7=fBW(W5?!m|#MZ*<_q{h84YK=+C$F-Z&cuZ34B8c0+_* zNg8!q4OL$*TpoWm7}paEN}~ry;}S=)kUgzvYlUkOx}%!94BZY&(QSO|v@+;f?mj(J zCoPw=_*4!XU3{z(WVc{kYMNNUw6fq%UVijQF#aNFa*T82=Yi&Js~%{6`J^vxpR_!h zj-mXxc^^_sk($dqt5mQ4F(bn`6r^ha=6UQA1#9>hIn2|&OmAtc}MAeuRtk97NM%6>$@IP;F~z*WPt z9#@qsS(J_fCmWad&mU4N_k1OFJtpsBtd)_KvO0)zzwrKx%^#%+`}gORLBSQ8nE*0; zV@K`rrG{zqVQ-4?_m`i7ekL4e;gSWh3rmgBIJu7PP(m9|`FGCyu1d49t_sZUIc|={ z>!Tst%uf9^*RVv_Gj~6U!1YrEnFJlkYRe1MBi7+hHZ?-O)9^t7;qdI6BZgi#*H#&T zKXnX;qI7suv=NZo>(<(Cetnn}mEicI=vQTzMeN7oFdWDOEteN{VPpJS=(7fY!KH5X#*= zcAVn8HedCGEoWr?kvHuNt zg}I?377YUt%3n_a@qwyJ)D&&ft~F|o$cg3XIj_Q_&Xg;n&k=fZ6A})n!KrHtAN!n7 z>WNJnp+7#VrKvc+_)y>r;IOQa7t8?~BKXa{xPQVo=P6PF>*>j&S-2Hyj>6LG@$2O8 za{t}miO-SafY*Hf7a!XG-vb_!8M;Bc@mNH*?DF(P4SN54d>G$3UaB$L?sFl~Y7;o( zQw6C+(h}+m^`K)?ZzbrJwo_vjD4sZcD#~v}pEcZj<#55XxnG_2Bqh4x59+21d9XC@VB?516%dH>lxvEU`o;_i&0@O4<16@V3dkFc~Lla*u6o`mA*t1nk{NfA;=1`}Do1ZSkfD0;YhR8szJDqKRl z*x$dZ2$_bbFK}4qpUI6uXaa^msd2E`E@ag4mBiof6Xvrc3TJykRlZ*q`&2Qq+DRqh zu?73@WgK<01X%0`{75;?G}c|Rt-@%TGH*j`zJ;<(nribL2O7_dtjcG(YY@jVFP+## zf^IbVFFx?3@?ys8<)lCGm&69gD%UoRJEsU-B(tr>i#~8}t%3Ag&%j^xsCo4B^qyiW zRDX$w|e^viHuKwsqV zXZ|6bK)J|wsh|G(JlPhc zq#mut?^T|!nSJDlIVl!}5#Rwm)u!VVV zbO|q~wg6uQfx{Xcj+l7IK6V#WPS#B{+5jb{+Z zSptg&7|em9bfagIoQ81uPZZG(6w)KZ2r}@ii`0#Pm)>X10kJ*p%01nRw+&woSlVNV zl7AqdGj4#-gJm(Ld#;9&krz)Ku1AG_Js2_^Kv|#?WhesD2P0T%&Y-||_lP@-T2zy` zsDBr#n*(NVQGw3j*}mZd;-|{kulqNtfBt;~Qn)e>v|U1kxEEE%YA%Lk5BJ5O8lH#M zv28d)Ut>pbjhRv zgF?_XnSH4khK?-2#PI-?4qsVeo*(ICnn%K5nqhVY$Uu(zBL)mNZLa?$A{230JGuzCl6Gw{p3} zRB{A$9Q)Fw=FEb^dHfl|kDq(aM7XxRL$Gz}A}>6{1sX$!yu;la9Q(XS?#sAj2SY%X$1l3{XLJN$%>r%YiBsd4epqdiDnXTBA zfy{oMc00}t6r+-Nc0Ffyx00PY8uSvSDbjMJ8PsuiwU}TaJn?tu7ha>-Pw(S(0_qfv zMD;|=6(xgt*5DKT{(@A2`tjAyJFwFltT;-d+ZF><1ZZ?jiGtHPq|wp4ASpwgDk^R= zZ+6edFJs-7u2~2J1M?;PxGilsVMIHHgS|w6n$@AcVvcE3>{CS@d2(hD7_AI^YUc%X zBG6R@K}=(1qDyTOu5qATYvmRre?E{|<4FxGtP-G7>P@viOV%lNlzi-AQzNlNdUg2M zn|X}@xgg+EtM{`!kGasB555wjs*qf!J3sEyGAL~%1IoIKkBrY0k{6oN4{b>Fz@x_4 zb8m(pYF2|F&(U*ReVk?einPFomN7W3h*U=x$LtvFI3uk#&%0OU;C3LCUaoR_*H&pZ zJOb}tuxMQ-)$0a{NM_4vFpS&;B&rus1GH@5##Z7YD@Is3lG5vS$NO4!)W`k8v5>VI z^s4tUS2*E?%eyoOYj+x3xV~4{LZVhxn9faH1~;Bi%I1ihd2K9-OQ-cM13RdB&z6C1 z(5CmC!Z%Zqc&*)xnVsd|_W=w5FgA(`i2M`B{{S;U%)cOj?~jSfORFa8B3v8ZHI{$7 zd-(4AsO128(Co5ev-4{}XxfD`{|%qPhFb^}2$L;VRsx13_qH{X6!*IP$!j}>I z^SYW0;{4eYwU@Fxw47P=R(2>hYyQ2N5B}YyiXr;>Rrnq!{o49`_RogkI{yV(DS7l{ z9TLRm3%o&a0LbxxsKvs`x-ItI-)ZaT@sHEW0Nw;bRakOxSQ@l=fIqspYx~7P5)vEt1qUuY z3xwP;%u}V~x^WWF#aGyczCxET+vwyFRYBq5`Gyin@&DRsj+Ltxotc9QaDrg>%O6?% zTt3!05{BITEV+|GNd zj(RpDl%u0B6969QwDzl7$C3NwN9VDRu2TgQ(Q9FnT^Xh-<^j#@CkFrs5d=`HV zl=aDULj8Cw@{T2XA#1s~q;T-kWN)x_t{oAz@lm%_FT8AMcF$ZQW6|YUQZZPN{}N6H04fX)E|nCWkwDO9 zYB3pt>QtpS@?^pWylO_u37YRuUCb(Y8WyRt{Bs6Z`Af~!%D0Yb729HIjljuPDjZu? z={+M_#kZ*?itrrJps69{$V%#sR%O$C3U#TdY)A|-o;iF)A2|t)YZ^fF?hIV)+_o2MzP^5gBSDkX4`i3>4ycJ%n&@_v-tpKA z#odRy%rtG#%6+N&$D)=`hpeyobheRWp-cA7SYhFuUT3A<1Jin+rTzTf4qAhB;D;&* zNLeEcei0Yv%QIJ5qs7HU;a5*0)yn+M_K21q?*?R?ckoMfZF^Rl;A-9sEb7_mraytYoOPPR*0fh+0*fVidIQpV-89Tek01M& ztQBsF&JI-yrGbjE_d8I)G`8UqBCtOTiBtI;*C8Up8C8U=Vj`%gq9#o|!vf?y;#L)9 z?q;!>pDlVC4;y={Q3cgjo#ho-$zTIH=^U=mz1TwCPAOmS!ZaL{(-+o-i;l$((+_~& zmighA{Oh7kLM(Gg_klt1^tpFvjQ^;o=-De_#evuW)ANmW)-~k}isy8>iwAtxtn>h* z0ikuhzk59nWSPWT_dCALBQuKNr#lVDq%qE>YpA|0i`{O<3Y_jDoHFIJTyZU&M#21k#&{LH>r_vtn&X z2^R7bANH)`FlShPa^~>TSQ|yc8krCaA|EF8aHFslO&_XYE_blIoqIT?wPxuV`4+(; zH86AeH|Ztvl68Sl#ErqV-zfVP_lLo+Z#AEKYd9cW zMcY^jp+WAu^U&TN|Bz#LdlKJYK(OViuqW^Ijl9{Zux%X@u2cXxXic;p6UZ7MGOy#k zTcO)}wHockfZaV!Hk>gIe<#jPEhlumDdu8VFBz=w_EaKp2M#UOQxW9jR}i+KJ*RN% z#9TNW=gb{;Hmby|DSrJQxTJrsC1Sd6iu`-s54MfZ^<$S^cYc==AJ~jM!N_S2$>|R+5C&;9-gUWE_|({j1f{o>227f-4Ebu^{Rx zQH)!7LP+JP<%z8jv^r;=s?6ST5e$At%KE*4;ySD#M(6qHyQIQ!2i#GgMGcB)$Hk{< z4D>?BiJ)F@A69RNKT3{2wbWVk?09gjh)&OB37Eeo^Qmr^cRC~Z95vzfk`;)dCGw=pDx$wHS& z?S({LdgRAg?$6`tGfPV*uWSEU$)>!eTHW>)T2rc5X9C-ciuU~mV2ooh87run!VfDC z4FaO02)~sEz+$)G_!YpMhR`D8i}6`TW-Z;bEH+Pwxi|ln+9`a=5m{>@$%R#W`Hv_DqO=3W3@IEvf9 z-H34z(H~e2+R&4FMax?@^D zOSJ!h@>7^eZDQ7pu8Y7TWfF^!$Apr`>H?jweuPEzdpU7QAp!c8my_{BtlD@%%cj%% z_wxEE&8tZmk&j_YU;dH)F9AboBMdqvt}!xiriV))W{e$&1L!4IRKX0)jGN0mi*}|T z+fLQ40WU=Th$V7>g5B8mCtAz1h^e{)9q{l$8DC%~XPj{E79LzXQeen{hZ@8&SZ&-O zgIaOeP}&P0A4998kn0fRs_S2Yv!p&3O~}d(aMmouks<6olIeNfr7^;uvqjqU0Dtt1 zGc$4mlhluzKhXm#B>WQBj9pjBJiDdVeX>qk-UQ_GdCy=I*b*X=BCf_V0i4_a`tdVp z15(2gnAUJqB)AP;m74uBo(dH?S5~H3$DT!>4f>8#3X-TWE5sltIFsgOy_9+KqFJ=R z%7G-;n9oh*DYC1LHAj3p+K#j6gJmYpQSEUki0+cJ_Y#8cM;Ix0C9Lk8M?*kCH(ndP zC#qo2UC{9Ys=Y8=MQPQ$UC-xl6@%bVkp&rEj!e+vY5=7EGkZ)t3T}{0X*05=yRk&x zoWdZ~b;>ILM#U&B8x?%S5k9XR>icD(*Z)Evh^*zJ9F;jDSU?U0RJZs!DiYO%QR35r zk>F0E@$KH8#B@9^-kyQHzp7JW50KfBYGk&&A@TGS)LZn1FyQTzHsDnhEj7#UU}oL< zXZMWG)4cY*{w3hQoq1C<#=_u|?yB`1DsVX~!O=B!Af*Fp!bk?gqRr36rTM7H85q2p zqjq`>yv?P~I7ha)m(%B*zgCD^44bZop%NSsSt2o^w6J#;TodwG`{c>kIKeE>qvY1n z`Hf$0%B912l|C5!39KWPXiwh5sc{^9@@BWy_yti0Ys9uVdYgX5{HT64`_jGQs|;~+ z40tjdw8kdvNF2!fer2ChCj;8gFqOS~pMYcBsdXv(<$bO3jN8fR+V%2ToiAQj=L)a1{kkcI_qxmFDjiLH){ zXe#{)m>UuO|75|3tJ6qP-1Qa@fjSd1Q~=kc&dxkLso(iSW5qUCx|v4m`%zH|%eH{p zN1{KMHgA$O8g(CA*_b*-TW_?5pUo7nMcjc#4s=Hrw@BM(U?P%~IZ&QogYK=y?Or#h zE=bdz21aDc1!2D@%~Zj86sk2RVeo`JbX99MQ_141`K7rF@g5?;N2`*W*8kE7v%zA;xx$shY)=%h!Oc-&D@FQvI|p;p*u+epHZ5G=>?7KGCeL!ZH;Cc*Ig+a~(fNKaP$ zD|EKhFZPQ@yCw2fix*K%OpdG#&DheEpV`!gO)`iP&f+usL{;%0%RL$l(_#(ih6EXa zxuE98?+c4}O&rQc|ao$}4ZSgS=|4`F+=SK|Uu}i8v?=-c*+4US1qv+fc8}jb2b!Vgu@rizkm{?`Y~}b-IPZyTHxqUQ9g4o>yp0pAWtM_^hk8N)a&xG zhp18Xx?JTR?p$+!iOYX`$5w_YG5i&70wsk#%V)c`w1h+-7{4<%@0u{zL2`~1v4cwy*9;3I5A--yz_ z3o{Eb8GtENCAU~;E22wvuOVmCVSLtM%&dusRhS+&AUEG!WG4xKf)0|7#4O5yXHYyQ zCK<2R;?hL;mNxN{ZeC#5PvU_01X2!>*!fYAYlnZx1-efx3fd|0cBY;C{g=uR^W=55 zqS&V#FF{+?w3()gJ=6BKu{WuSqNeqd(XS6=fLjHYM^?0UG$rq9548|DDr42Qb^4vN zb?^PA5F|MBp86MmPk%wJ&(5pW;5D;uuE)o!6jE<)Wfr_z)Lr{q@rZxEp87wu`cZil4IAye_)a8tQ- z!PNv>;bPjUK;kmuKGP#2Qk-C=&zWW0)lO=RX+^_z)( zABUIxojErS{GTfaKbf*KOT311jY3>4I|wQ%1%a9S{XFopdt{d{$E~Ecrz`rWdeQ3& z7_P%1rMu`%4Tx!-X;|f8TFVvQi%;X^<3s(4oG(e^N%MmF zkR1X@aa;olLrtXr7o>=M)igHvj#s9_C#Ca;PR<(}dUsYSQuJR2905%?+wh9n9aAtM-Y`WeiB9^tpiEOod+CGw`*@nqFOj zV0mh}B<#u!4ttZVQG-OYwRAe@3#KE99KSw^$?WzxQb`aJFD-;58Khg_t%_@tENK(v^@3b1flo5&OYZ zd#k{4`ocJy`BrMog$MVSqIt})2=p{LDRUVBJ6a(%T-cuAZL+B)ePhws=XG-0}GjSZYuolI@obUjH+A-}Xm-aA`*I03@~SV@$9 zG~6i>hs3=H)$fh0Z(C&so(sg>ANJh;wsjJYQy`}f!ykowX^gbqUD`4hV$d?v7}NM+ z$Y81-l_Fk?-c!_V)&gib-!mB0Lb-f~yzS~uQ(MlKgb&dZXYXGZfV9=m1O8rGOVuG` zGVLWa`Z?2=J=8r9qX{_2-9|+1dc}u%+Ua$-_e6FW7lB-Gy26d) znWi?n%CM0wwmnJ85*GG!q!pLbI<=iHFOlOzaXvA2Ed+5+T(C^-0Sh;xRz`xj$%>@1 zc>Q(k>1fhTp30BAGxU)XL5hDF!&+}iq@|QFnk?nWUTqeK(y!6BFz)h3g-w30MPyNY z$iD`Mw`1L2{i{zc((A}qdI%NDq}O=#{-i)qV0f*81)^F4N_(yG{_pAp6>QZ55-3^P zT1N)%PMM>{to45+)g^Dq99(H|F6lYbk9nbw+D+1AK&vdNYl)P=xdK>SOBakcN2DC! zvk*nXe1F2e_h_3%_apH4#`0@7lhnB5dlqDZme+cxms?c1*avgYRy=`7YyLK30T%OL z0^_pT8(RoZsY~X)cibOk@t!q*@7B+WLA5)Z&n(85o0y_{8;bL6eNIm}9Qu#p#X%ka zv2^@`_A=RFE<7<8mQ5+6%$I~Jmf8+cvYgVulc$-|ky))c%sQ6Woy2V7@KMw}hXU&JdM*`H zb`t+MOISaV;4*hoW&_Cdwr0$HCd{8?0RlaiVCF5=XNgtn`AO?i!Z6o(rS>?2o+Y$j z;ShBmay8&H;b9zwO0fU?-WroB5_nh@W}o2vO$f2W(5!xkAkroLsCF2KK67%?24UKr_gt5j6 zqu=rS|GK5`G3Hu;1R5j43`HXNYnNcd$R zU|7IZlSh7O%4Q$o-c)N?#`gqD-h=RN;KhXtg`^ge&uE%8yFalI;RY7g&=|`*ZE@4S zj8hPXY6fU+)nFCxjJ$;idSVYxmifK>&Y-xx6~GuOX8De5T-eV@n4ik|j2CC8n-MmU zckn2(piY{XUc3Qus_Ze#1=Z6ZW1T(lZCPUJj5zH10$@4t-V1njLO~`ud+{)G2AC z@eF<>ZZ8foarx7!p%^iQ!&k=%*d|`oFvDHV`!&PdX%rHOFrayU_}%O~NVCb%MF9l? zCK5}$J3J5!zq>VsdtCrrOnlQ;g9_!07& z0|l#J`0FNFXx1e!w@Ljb>_1gQ+gls(&m8jA)2$I&g+;?FdHuB~1->S=5!Q4JiCoE8 z0Un@MeUdu=af@tGrg^J~nV;WhE0)T^!xEm-t_{5Z6{j|7~W-cY&uE9r+_R0^$e zeCGQ~1hOrBJ(V#Xz30;2HwW}qoW{yI(1N6i9EG-tP1E^OPwT~C`wtlcOC0RMtSxg# zH4kM2P+XcJ;7~T06lvw{?>WUkpNK_g=7TA zK8~ZdTT0j+7705!XASF<(IfmN=AJa)R8h$G8lmSNoZ>}RJC+z15f-OuppR^g40l{cO1Uq%X6M&YiPTNP%Yej zjHqo^(twsTdmhrm;@~L_m$gZ{wY8HXJ72nXLokd8(afQLbx7grx9F?wV}NSZdY9bn zpsaz2K&(o?ejin8{!uTVR>2qJ#mXyQ_zzAFU&~O@GzPqjo<~}jrc?s=PL<0wh*<6~ z8+?gyi2Y+xJ(kPanWOZ1DYHKK4%;Q;PAVwSr8!_|Mc-=d?EY2pJZa|4B%C3zY>_8hfV%MNFLPwpQ?`t zUWmFjfk~R`Umel2g2Q2nduA$1RJ6k8z~4VP=S+D<1Uk|+siuN~Z zTD__VT--~c5WMWY_Va=%-03V5;4&Q+SYR7ANm7$%NF!cMm-Yw)cKC5R19?$UaVl)$ zHpKJ0wM-CfUkLD!=Fna(B5yEo;KT;WC4U_Vf>WVZl9s;6E2tA*RFH8Y_>&z*wikC8 zFijaCsd&*!a-4e>!(OSUjYsRqC?1Gyl!zaIF1%n$Bi(v|8(1W*FIXgQas zaT-0$+KQE~J#mgjf=1bE;02b1+VEiBNszd#V|)$uKe(G?TDmEn%7P+i`k_z&?(%E8 zFauTtK3{8LnJ$}bt<7{|0RQ>@|1`K=ouE<+?p^Ke=axfjo{p*)4lo(eO6-rLYgbVS3bK-Xc5QK$Z;?Ow1 zgwPq)C9KF4_IE1`PIt5CHsE{m6PWS8M)-`QbjX3RSI0N@S5&0X_F}Uq#|)w6LUr(`n=W^0_?{6xEGG9Wg5(Y*4N{ERm0+nxtQB_Zj>Ld>B+&!+ANNg z?(>h+m!wgm%{VIf@!h{Mu6K4noLZD3!<*R)5pqX@h1VAH4YUYnQtGPrK)wHs5YO|H z@v9fby_^Emk6upqUN`iKZ)eC}IqFQxFfvr`@l@W}A$STTtyf1EZs=*#4T7!n_~cv( zBx97AVnPH&Bz~{5HKR(yDOebBm>xC2#u7Ff7gVh+q5$TjcT$bPNQ5MJplS4NJgs4{ zt~Ykuqqu_hGskd#7$wYLbY63jJ;;E^}i zu?8;Y(@E#5xIT6A8kt_C6KwB=`@{Uj2nqpBYZ^m!#n&ZiJ$OuAej-F8^0Cd-H)oUS|Ht(n?a zV7zSnLx;^1mRaah}H}7w_cTds!W?AwKx96 zv3)}`w>wD*ZK9uq^+Y(-UtKq8O!Tki;I+TL%4R*dj&D|fOjOHxfXf*jg)q!Wi$E;E z3y!B2;zYFzysoD>%7tR^T*711;*KQO=RJ`xqQuI`s83n3O$WPB?qChKfBDPNuX37` zhv3{0L?$GmfWDZyXv^I?$~GL^i&Ky7?Yg}k*~4YaKu$OWWASo;=UE*S zzEchF_Yo|I$NnFohsg7+2RFFF<(XCA5l@Ng_OCha7vVrLj<0MWwp&!1iR?i~kYJ^q zM0S?DKGxQ>hPMy*aj%qdG+)~Zq_I)9Vdx{}2{NGb-T2S`+w6Gt)3bmy$R?dBsR6wN z3*&4;L~hAc1l)Rk*|x77-@-VNw0{Pz3MYyken<9UnIt}Q7*BI^hjE=F6i-tN?CBLF z6MKxc&I`DHym$?pY#|b{T|~6q8!vyiPRux(@FAYkBr_(gm{YM8m6i48Q>}iSm8}Mf zj6Qu=Yc|~M^%^c>6n=W)o1P`Iy`7C`SQd$LjKaN9jx&vU5?_ch;jT8z4a-oukS|BY zdM*hMMiA*KcFC?RxhljF+7$+&ria#3<kia&Hu)@N)Q6ERC&~f4w{cX%CWas3ext52h#TVlIq5ZM0Y}HZEVdd?N$v zyF3Ymcs!Opr;je4Ki{C}7(`)hOW>p{SDAc$Rh5k?JZ}2)?K^yb63aS&2$bgDpwEht zx7~fLrXPwGI9?n3!%fNI>|9%plAq<0-$6txJ&$Bkn5UNwf1vjn@-`b+^Tx0?;Wj(9 z6WSsXso5^2IOR7`J=mGxLwlgcFo9_fyroX9%TmFT6H5nS5J^Je;={MJE?@*3TTKQ# zsoGp>x72`SP?3>amfoo3xy#i0TeT+MfishkG^MZ2#A#%{7>^#^% zjF8ep%!E`;3O+lz9VQ|8wn?^TjCiLA=b-e^e*b~gc|a9JqV}jV19UdF1#Gzl$M&Ai zh-na1twJ};2++^J-%Zeucm7{(%u4DK4MuZ6mzYThlL5(50?Rn1SIw?#vi6ng7G1sv zuh7==Xbw8*TUdZR05WbYTt(o-0lOLg7gFMX+o@HPr-hDqvilbDH1hXW?>Dh=Tbyoa zE*+d%!|woHT_CIi6m&_5*~r`drgM3Z4O5e4MqH8jhFz>mvy68{V3KxEPsd#jlvz{> z?5D{htTzwTw-Hl>=+lGOFXgW8mQqc-l$-0jCsBwlG;3TO&uuzVbaQ%Kq9tW2dwEVx zRe8v;iE19>hRoQTo0jbwz=C`vT7D93|JZQ@7x8p%exYDKj73wL0BmB|H%a^O2X8BB z# z&Wq7n?U(@RsQ4z&oafQr^A8@=P`I#nmF&TNaUF7>5@%^pw7H0Kr>Y+0ZQfU7del{T zo_cbr-vax+s&hKXAqcn%i-v%HL(U~|z)D~mIg?<*;O3T+(m5!DYj3^#S^+OtygzML z@AT-FU*PLBzE<5mNhdwm@%T#IEebcc-3~5e2Hul^is;sTDFyq+U3eJ7D<)@!@Ya$nQ4@e+yqfWhbKJKlDjQ zD^tTTtdO}2y0AU#0QHi{yHLbdKZ?oBgU6TnZhgW`Vy&l!Z|fB60n1>iSQDhRRgzUA z?DP4(|uz0+{zN~M5S&Dwd@|) z1R%}_Z+{U8qpf1O!!>k8eq}41cRiG1r{N^nJjTXUC5K+Jcg4T!8<~??5)gQd{e?GW z^kj#z{istHn-JI>XG?jz$85t7hwzqBwQbAHfZ&WP;bWdAGnQOc770a|=A(4$MkCNe zF4TF!#UDsAAgxJF<*VN-9G3^M|Db@l=FY74g_zstz40@@B~3L+rtl4IAl2uDHVr?e z%q|5Jd+2y69C0{`b(yux%Ya!YyKh7{3Q$psCOxX7 zVmLm`IL5U_=qbi8+DH)u44d0||F5?%>;%2z3OZ8TYH8@J{e4(RBctioj%=gGaSsh= zy@FvY;E7g|%urKPSw+voof@Fh8hp6l>l(;(w@*CqiJ$fZRQTiFdg3I%b9!qnKmTjj`e608_1gEmCPJvw*xkJZAmA3je46w4+T5@&$X#8ZC zjAJCFp+s|b$`=-Ca(YSvY`;pRas6@xF+C!QC-eqC?2`s{rHWurvU7G`}knVWGxPoe_esStNgr$kbp}{b86HRRF(OV&xWPzdA zb$SK_EC5YnSo+?v)zecLnjK&FTaDBnl01~etLyD2gy((syTv(~55 z{ikEZ%cDZ9qYX;(g5(n(^{<#0xE6o%Br3dDG%DBB#Yz~tk_f|X5g@?m*j|xhx=70#%@K6WQEXuSH#qs=a-cM@wthYso zXL%!Pn&odURf8xQ$hqD1#21u3asPvtqOo3_`BWQ=sA-06)BAWyO3WJQFwWC{;DT=o_-IS_qQ^1Ud zY{C59|Jvw1qL&iCwNW##?J3Gy29iw)*L;mR@#RM}myF7+^c4sa^dBr7uGqOhCS@y? z;FHGIsAkL92st8!PM@U90`S-yDJm}C!>4}c(umAsS%o)AGduX_GpF9%0+b?gXUI(r zSUKOr5K93)HRLw=m;B`Y?szbJEG?2kxhXONTiPdzp<{MCC(@}*iD(=kPAw~?e%b1aKPkoj|2Vdt;@$LYSWDR zZ>}u5H82J5_m;T;D*giItcVAdp*N)^y06{VL((tNdeemc6mnI^>}Etlhj>ouJ3ho? zT7VC$G_dmcMZyIAqqY{rfPu0ylV2Jqdml)m4QfPZn*WgjSH>0=4Q;C-GMp2Wv^Gd* zZFBMqvuQA-4a%>9&G3|J>Q9uYdP3r4F>>Eu{nU*4hAe9Hk2XdR>Ald~_QzoX>o**; zhpIg&TB)y(rqFVk>Vt%GVE)3d$6y4B)?VvP%CbB4_tsuf0zpY>-?pp==BP%F;WXK< zzm`-k2KV9&zbCa;Q^ApFNE((x9b5+}cAc(#xG$T7ywkZkEMwLtzCm`2kC3zvlsn~4 z?osOVl&>3&`AYi&9}Et&R59t)O=@AHFXSX>4t0fnPtlngE^~c~__tfkgBP6it>4~- z+D8IqCn0t0V$*JL7UU<)!sx6~4E5FrU?u`zYDgERC;QZIvI{weEFk4g$+*GA&6A{dy-jn%So9|NXTT#c(DO8lH5G*Y(i z0aGoj>fNXahz5JRO`byCI}A=~k`K^j$qmg;cpq;2C=4pA8dn9jdOj*b%y`gzHP(eM zr9+GsBpM?9C4j3Affv0=d!++Ueof2i zT6why5%3<+t}%c76mG{QhlpBX+Ur)@p=V>V9({xkdEjZBzt>GcDkAkOgtAUIt(VB%iseJ28b*1x3h{)(mD-kZj zhzOGTM2ON!Ntc8HqnCF-_PsQd7GX~4X|33##Kooxb_U5_CFLVg3q1T6jOMcF(m(|M zj6FJz!JnvT__}D93=Q6C=2!c9&ripq@~2NgU4>}bo3gKo43MNLSp*>{Gyu&uQ4VcG z#VkL#ghq4OIkwL97vHM@!*N}1EV|%bhnR?y6c9R`e@*6Kr;#otWCC*sH%@pM!crK} zbmrnSxOq7$u(*f*#pRi=f1vje zcK80W&dERou6q)PBe7r=mhVO#5TXf)z>7Lg^O|_jV7uY(g2;8SMnz0NT9UjVDIS|7 zU^ja?I8G+1di>c(V*IUy9Ux*GiiH2Q2&1e*x9d8qa)Hb&hnj>;4G>OMwxWz5A%OPM zw@1~mLizoh06>FWs$(R9nNIg%_Gk%3wDR2e17~O)TiEsJ;ZN(0RDj3mH_|YLwZg#! z|Mo96u5yi6ABv}B_*I6=DtQ)w1lId%o2egNWtR^>B+t(J()|tVY~&FG1--XsnI!h5 zgjEcbkk#CxG|ZC@z^A)gR$n18u?>U2t_El#icFDS{B(N0{Ps|T)$ON=GV_gB*T>No z>-ml#!dw)xu5aAdt(b|It`zylrgZd76NQB;6I|=;l|J zh}%tW{0Y5JN1Brbv|(Ro34Y?n-DOR5a1IaMyj%ntvyqt7pI=7`z;=(eK6%@~Hs4Jl z^$@VC78-=7H_W&oPTBV&Y?-(kk3z|4ec`|^DMBy zQgb{bnCk1I_=y)IPq0*n;NxYGy%v%l5X>8D7xb!aYsduD)#f4cyI_A@7Hw6W1STNb zYHHD`5>pg}KIvZT_UWz;4lwiyBwlmVKP5okLVl-&@wIK;GYol>YU)t3>BzuS2sgl{ zI&(91q0DP=wa69v?L&H*(%eH`s@4N?F@osAC0`nb&ZXMRyr3S-O@U2vby{RjH@NH( ziLZ5G|F!SpJ^eJ0Ts*pN__!Rwzv27Y2u@n~#7_x@$*owvY9?P=G5LTmas|Ww=p$y8 z3l9ciYa)Z&WT16%F_h-M!|a=ag4AzIvbvidK%xYpgA!&NaY|ae z#FNYkZJN)ti(yshMwR-!pQNY4)dbq#9sh|CwdgCubGc8Lr=MesYGgT^n7OtK8k=v6 za86IJ2Bjzx8Bzb&NsdR=a_Wtu(oo$yy>(E7~y&)!5m z(F@9DFAT1>x6cU)%Dl8(i|a84;+ks?CMuEG51-e8ZcdzH$`-)5Bef3ujm*aHanphK zIPQ_}jc@=H4i|}9b&7tZP*YWze%g0Ljm<#)11foWkO{m{lDj`>eif#^|A`@WVysn5 z%3mV0BK|_m#fwF^!LbX8(7eg(wr$!@2Arl!n|viw(amUj=I*e+xab3{{?)mw+?lhx;&#Q< ziD3<;%iK;#0R(EW_Pa+KQn7w!>tY{+1OGuOVNyF`1Wo{dAj3^L6m`~93c~54;Q3io z^4?qws|J3VY-~HUlsB#`ZoxDJoG1qIOiX5E_G1;T`@0LBva%z)Nb<$p8L9g$3d20H z{9<$2NWaar(zfUujA3`0tin3tPhfe=J{CB(3lR$cfDPP~+M)|v%MjjFcYieH)vB2! z1Tooc1Xx42X%_lfPF&aYMTvVr#6~}hLRbkssMbjM#;XGH@pTtKg>BvDXGplw93xnD zE7#wR8Nz>vKirA1MGbLj4ii2xtf)AI_5OjA7f#{_0k0?kfO+czUPeiqDQ(?^Uh9fw z9?I${@;mq-`>N5xMcM;k&F-cFS?n2XiiKec& z=7WjLBS7A6M4DC&0qR=H2BnR1fXpvofy3VMi>1y#EzJ6PWl@9^- zVs8HD_moU|CXH@(mwUHt8K<9=qjRmY*ginCF#7h9nLA(Hew*^x2k5uhAwHy7Y%HV4 zeKbW;n-i8y$|KEDT98CRur8a^&B^EnUm^RmxK&?&h7#BfIiN7SH^bm>zJiHfCL0^_ zq)wUqv8y~`B4`czy36~99+C5#W?WZn9jH62e=&W4X$Isf9o0WE26qJ92;y?>94GY< z{KS%65G0DbY& zft4s*l{X>ooKJl!OPvT-X5V;2x4gwr>KO3{2jbZF8itw0cmk~S-1ne8Eb9>e&5@!C&9M3eq z>p`q7l`u!`OJOFl;Yjk>+2QQwoYVkX8X2>U`I59|ymD3&q&St>#jD1Lv?36r(t?BK zpFL2gmke<)8($uP_*Yy6WU1)?2gq}p?lF}-jIuaHrTv6Q1OxB?70&lFzrS70t({fQ zJ{L``_I>=d8d~wB_XZh6!xUL0Au7_$YABnL{}m6Bvr`(a*c{!TJ*=nHB=;YE*BneG z+sF9>Om=T!&1|qAz`60w89pN#%-)1$k~;6nPzRc+urQJpX^t*fIsy7{qcFZ|NO!!O z9(;+gj8Be5X#;_Piyz$~#UEXbeVr*hH<%1$hP-bWtq?3L8BCx2G*=QPQJMKDDfB2G zf}A@B&Jk$Pq|&!3<9+35_OaOCCOrIqL>2l(@vWe>bzO+)IK|I47Sl+ubB;V=@ljp# zE1=zVMj@E37V=IWK5F;rJU2`l)av#s{tS>svkrl!19hM$eWLH5g%JzVeQ#1X#5rIo zBa6Sn3kq6}B3(tcV6Fl%1l371N8$A3Vzdv4V1#zJo!ak^H8+VCDiF|46eS zpS{z|bhI*|*eUcCOx`b6+V)7&-mx=^NXv8OXdM%r8mJB+JFY+8p`vw%4Tho}3l%?s zUNf{<9?dN}5&v}Y9Swt8fao}{@as7a3oaBf;%K#H1qqrS{PKJe5lxND zsrv4QzfhNx&fHiSOqcyCmqNDX;T2Qd-ebTar_A@wlyEw>MBuuq8}>>v==_vhh$0-5 z`&v>1J>s!fG6zbF+G-vFWY^N;zm;cdCIQtjoZi|mfIySZBYz>*-((G1o&$$E2pAA$ z3BQH7msSn9>a0f$URXVYU?lWw@Kp{!^=161GaN3xp>hwY2qyi#bRjDB$TZAukoDDS z@9DeJj9RbXx1xodz*><~h)D1lJ5J~CRg0tr!7wSb=^ALvc*_>0nT%X|Tdi9K)N!qJ z2$7vqodjUFccOC!pnB zk2T1MmTmkHx^^pW#by9eB#f&e{!Cq>Xxa1|c>*#_m)W32d?o|~{9&?5rZlcT7(<@F zS%6}h|LO)Vbl71`s31Purh-P5&h`v$hv2`v_`EwGn-V;niOB!NBCALnGYFsPpGC{e zTXo3x&k7G7b#CO23AEzJUYVT7^bn|DzRGb=PH0pWlQy^-;ujgYDbJlHHlVT;vdJY< zRs=y{(b~qZdx^(;4c|DPSHg*~RZ!tuZ=tCLikq8@i$I`BmS1H3`^5%U2eyYZC@eK3yB*NS}DRM!vhxBf10>eoKm>z z>-EC#bQMEYNwQ)rn4sb)ByXOYRed6pcQs5Oxry(;=cIz`;z55zQ7wImv6r+m^7o_3 zTKoUNeq0dxHLqw?GvCAQ?3RS|K}d1evAen_>x98SfW-+|nfyX`deP`Pt==u|w=iZD n$4T)bX?P0!kAo{f!Jb;6-WwWJMmARBv^1ZeeX@Zge10Z*O!ULqP%%Sk8!<*x;ED?FFUl0mEK* zFbxI?Duzgg_YDC70R;dAf&u_-(Vcsz>3tc%dg8og=QgB@_^@bozC4YqK0^IkJNNgW zkGA|JixMr7;Q*gMO@X#3tIX`8p{U!DlJU~b0-|7Tjee}36K%>F%q5{*hF~O!OL)aw z!b7Z4Q3qI}O1oJ|uv|9JtbZH&Xs~U8(>_AE#;qul&;oMABw>W zfM^egMh%*a;q>)hEGnQD0n-(5qNSEQbnkL=hwBqfgeUn^_mXiEvil;c65klPC7s+$ zr^)m+noAn*oC99BNVrZN?O;Z--%uM_(VA4s@^BVTw{^)pm9h$&z_0=^BqPXNfc{QO5NQ?GCorl;*V zU}i;WL1u2d9LIUDZmTb>Ik)}ckwY9>^dkaY{bdyw4JqQkWe*-kv3zpq-K+a@_`6np z0mxy{eXH%dU@RCgf`Fa|2`Yw2hW8Bt2LUi01_@w>NC9O71OX}p5MN{^-zw{~8`k0~ zoe^81ynup$aB|dnHLsMsG=NBVsa>INXcHhVN!(k%&11l%b_0{_@a~*H)6OEY zYWT#E*F-G?zG0Hra(p$SGzL1{z64UENTvjiHZ}EOfZl!E&h&@ ziHyTBw4HF0wZ02~Iq|EyVJ(pU;Q`Dx?I>Vq$fxc8T5@oxV0St}rMl~CI%pT7%uzRN zyCt@AqX{S%X;QJz*$cM#>0Z1gu+fm`=EKRTFa-IGCAvwAu)Xe{=$o4iG=vw`C6DnZ zFe&RBl-|bpuKE^pb*Qb|{PRVQ%4$VmCNA6p*&i1tLjm35@2T%-u_)^qr5+O(yuVb1 zQ@j>dX)wr;`kbt-TBdk{x%udWS(5$)P#Nu^|DF_}AYE*8RF3_W*(9;$8G;#63&aRt zbnVk#y;~`0Z-(!nd-gY<`FE<)_xMgsX-dmjL&yU4<#%eY)uL2PcmZ9%t&|giSL4Ko zP~^i-+WRORudRM-aT)Wj9F$k`ImQxY@sk?>CF<1^mbtBlA;@Hk%vbUBcu3|rS)J6K zQ;fUd6jMcF-xeXB>r}m*{$Y~D$e1gKWU$ZL?*kPG(<7L+?ZbE|MvCgdnht)qx}!rG zOWM_~iMp8!zAbLbm5x2)PQK_{aKrJwYnk??xlt4o5>H6p0o3Y=5Tnb12hQC5@R|y< zQ?9R@Odu=s z5&0GEFg)=_H2G^rs*c*E?I$)Mq^wYpyu+7MArAsdnqW>&81> z!lHOOQlSaJo?-H&S5o)@GvTn{`~7O&v&7#r8Ls8<>c1Bt1p?lHm#$kd0^4w)vU()h+NqCR7%7AzMw!Wxt`)4?X2$6#;A;zlqqqTeIk(66zPQHG^Bo^twCszYuHc(~;_=UQ2A2^s9cy=A34M|Ro zXCb^()!{KktBm!l4rmIT7fjNFTqs>hT$% zhmet}{j~RlF*gK%cuzPsbo}eT)pme2`_J}E9zAfC8j8i#)jZC8)+K=1$@L`s(JDH^ zG(K-imvVjE9xL~8BMAz+hJO33Zxt*%n=>`$-b9TUS~&qT9laVuAdF8Qf^N(?K7Hst z?AL&4$%4H2^}iP+hc5z71h9p05UovGI7!GC_Y-ysSCGUQXsRbno1fHjcvk7W*?gvY zoDU8hM0VMTx^D_eZvA1FE&TNa{99JMrz4)l? z#$WB{CaoCxL^{qHTM<-DTF-7W-g0_zX5RJ zr?XBe(XO}OIUy|=en7C6RpeyD!X49N+o?O?GH=6Lf8X|}(#S;kI~`mp!^Nt!hxz|o z7_Hg#H@sm6l$cJyiF0{uuLvDr1VClb!y|6k>EkXvZ8r!o;@O{y9dTRHebH4>suj`g z<+!DO+5}Ax=0g)$rG&+&ymB)ri8tEgo$yeJE>w^xJ^ii%Mx$e@q zxYzAjFhBs-k4$PAeKF{_Gwk!V5+EbhxPb89FB>&SrI{T-IgY9KJu4P9PT|D<@Wt(|ECLdz9Md$gORzw+cGa>PNsotM2!NZI~tY zd%y!}HFxTf%M+hpX|17P4sWfGR|h*8#E_n8eaQEImH&Bh&O{_aohdd*ZwyC&z6SVe ze|&&to2h1qf?@K%QD$II*BuK(;zPvthE#RVC9sU8A?PDwr+u!YmxxVm<$r~i- z^_&Diw)hy$p8_oA9!~r6&qNEwCZmkvg1IWgiw+i-hhBcuxb2 z5YA0J0Z#S5_o=?w{6C$p6%7Ds-%fH*m_z%uvPUG6lbY(20899P*jc&+Yej%|JShmN z-mIoQCFu%9v;<@05UOnY0?;W54%oDGs%3*J5(#dX+a(K5Ju`3PT^V@@Vi&7fL`wtX zbXD8rDiqt;(A|8;m%|boPWF1n@qVy2PCmHBV!dyJA0zD1=3PRy9XtU|uA-p*LsC}R zPow)DiXMxd0^6p!?z<+C!h-E)_#heGM%%$3umMrklDJmUB~!A`5C<-}l4-Z?3tB*p z@#8@X_GOL2O@e$&>_(tnTpi*FqC>t_5?xunFB|8~=IqvxY(t#rDeOmcJo3pRf=bA~ zgItelT7C7tx%CH#+e=-f7_}E`ndt?DRS)Ay)z)?eyYwCKCZ=S9Uc@MJQoU!g481=6AwU_L@gn1{!XVnmF8B6v~yb6zVdX8 zh1wpXEA2A>_T@*m>^l%vLt&)OnG^Vz`y?znJEJ`nvrn}$5l@RJ+TUQixosV|n$Np} zm(%Fw!|^k7u*y$&yBaSbOc@E3pt?Ev1;MK{%KBn?26(2GwIjIYBofauFA{D`Wh}J8 zN;mM9mWul&<~Cw!qw+;fwy_rzv>~MBpy^MDr+w#8o?R3mra_i$;CMJfrFp%(w%+8T`Z$Py6V{_4UiE_= zeZcSjAN8>JvAoCq8PGbv6mlS9RDP%6IaDujvKwvIm{g^1tLK0<^aonGTLwfu!3Pt6g*62(1 zN#E=RpI*y4e<}a@K))fpcy+d;O2)tCKDU~ct>@oEF@hDf-fNMpNm|fcDee7!M`!4# z(4r#l2J#wKhKaPh%D0V&QuBCWMh@ zlf8Yn8Q3Xs|uqERHC$217_D`$hQL@!W#*uJvEt!lUSi6H;jk!aEvpQDjJfq%!S3=|Cgmk?6c!U<@Pbn4weM18YLEV73aF29<4K<>BU?@EM%T!r>&4(z zz_|pZCKav0K!nVA;;oda5H-fFFpwV5Pkt6xp->VdAwTIZLA4)U1#`dYwTxt&3G&Ws z!~l+JFb>94cVl%BL4Y_v>$su`AgX#XN1{!hC(J>#H`v~}ZP;Kg3*HQ~sTX@QSugbC zV7Hox@#nj-+@{=e%%7FW7$*N*Tp=<&8(sz$bVUs|zE_Ccg!E~=s1e5quy}KMDnv?P zzSPyEa#4jLJfjBRokWKOS(Ns_h!o?z?YalZXyQ}f*F5)S{G8F2wEH~Obb+B>?YxrX z{B$I6C;SVlp*YDr&*d<=>;Mklj60gS5?R!X7ung4?-gJQCX=uMuZU5Hug;gYR(en9 zoN(CUxMjLzLj)Hm)}1ICXPa97`hNxu;fi$aggP?Z6ru9wp|TZ&k`|BO&>^U9ekOdy z!o<;eSL^e<+Gk3#pxlN>Dktf_OA;7Z?r8yjGU(H2{vG*E2>#mB$X;~VYdh&cMv_}7 ziq6{@)$p85U#Nm>VO6PEPghp0jE+(@)9*}w3I?koF`XbXAmmMqG<_R zUZNp7jkulpiHqU+V|jRZeC1V*_}&o@bO$dj?h!(kA1`u}pKa=qT7eSA+K@^w1Ou1( z7m5iBN|pGFfo$tdbLIVZfo&sGb;fsynmdTM8Q&|a1D?Rqhb$9B@HOT9wP+Wu>n++% zz|5(eM@Pab_a={`&s>@HuTGx%Tij6yKHKZEaNKEnDI8uqJ>+y|EB8o zPc_D1NWAAH3OsIrp3;zk^{%`x8}Y#EXGVsY5!-~u>6TL6q(p+H00-t;d7p@12Pi|W zAD0@upcaM5H0ehr7Vn*0 zg;X148FA&T_4&^Ub9B{XJB9G~HAEN%T4JjPKKSmPR!-bo^EU%|9cLomtsU^jDe{4Q zlB2cX%j$%8?nc|1SZcYkW7c7`h9dJ!G@#F&TZKpO&dHrfQm;l-}~5deD!yW>M!DUgxXMb%CPh;u_$~ zjBj@hT;%k&Cr20=jr=ucGTJV)IU| zb=f=BklV0mDe29KnSgV3>1uhevy}SOoIwkf(~XfxF-PdT3Qfv(gd+#L7QWK!gDb;= zyCa#I|D6`tmy)CW?YpPXa5>BNqcK&;wu@l@Hn`YPu1Wjx&z{l=rToDnd8{Adpa_Qqj4ihE{Q;ps5@H@eR`dokJWR&GkE1|&smA7gj=_yt7`ofyn!zqA#9)H) z%@eO%G?zR$=RM@=IgA)-v^tynMyXD-wD-M(+C(-N=6WUu_MOVv?g;fg6NAMbxreu2 zBT!7kReYy#M72@e|=A{$DA7T{G59}}Z{e;FumwelZ|7-0S)pA8Lv$AF(>r78b zeFnV!Q0Huv2GVhqbLgbepDPAjnAEkaSH|FZ4CMaBykw1yK!tPgXT+0&cY-I^BybaX|s$(ph5Hl1Mlnb@mXt#e3A`E+sdP*hAvg)McbliMas2+N5nnFFAnF3G%+29g1X7ar2xdF;lOFSz?h;1n#pZ2Oam zwD=C#;r!_M*x!zTPbMfagz)6dVY({)IFpoO-^{K(<)i<2Q+BdL8qG8AB*6B^p+CPL z?OnOS(@{@5-gs6?ys9fz33l=hC}5Jk4QRP$H_{{TAP0BVdD@e!UyU7=VvO^Bgv zg5Ww10KZD7egM{ANm$+3h$uZ6xqxaqmQD$vqsL(K!c0eSW`$C$^w3KYnD|d6U9teU zJ4tBFJ>6t%(X-aqHz0c>VBk{PTjNoXl8kBDT);6N4 z<$tg%iYc4cJMX%k4km^6#`X%?MPN6h=2rd|tA^nF75vxCK_vR^t(|bjQdCB;V0JHjahf8z z7?Db?l!}BQ(>;8C;4=Y}TT*>UBX@)$%R!^=n30?ED<$!%BQ<~}$cGrjapmXm%SPG8 z4_s`1w9|c@Fu)ZGHG@eZcxQcJ1v3Gz1!|dr@y8=5%CnAJg{(s<#DuV2nZcz={Sf=J zwi@r1ub79m>gyTQR5a#4l(CTcToHvqV>%C}JS@^-Hc`kWw5v#A{H~PA#~X2JownpY5i>z4^|%#6m#UV zt&)UHm($o384^&G(f-@i`~Z}ySXHOr?dv1D&6QFMkb?%K9sYJ(#<&|LoNg`L=<10@eiW)6>Ta@A~G9BTi>%-3#%J+y-N6^!3LqwagWK9i=(R9 zl;qaCu7BMrVW}VFY6ej?N#0;{#O>OP?wXts%sa4rO_$cv9re2My3W*o>dfp#yz;~C z7rt@+Y&yJv->VcM0d1O4W}o`+H#x%w_EadG!2F=U^waCm?=#z-UZZm?CmBR+tZ;); z-R_7~oEDydQwe%vf`PneHMJJZW{({y&-J3nj+R-gg8`HgjxDKi#^R^pVxL`Yg3<+J z%3DlnTC?Z`sLqXHDjp1k25k8dP3GGqf|E+>*9;|o>sn$!{!6?OL#}!r@Gt|U_+W6+zm}x>Dai#9qQ@Gph{UvXUqY#xq!W)PiV__hRc{id!b0Tv4v5#9$N^N&qYR zC}V_*acz8qDAWTL=|wS3tvO{CIFdrX%j>)00T59mEfD&x`IwH$i3)}&-Gs}KCS%_J z`ODZ{cmh%|ob^*Be6}vbb>-qw`wb0;EE7NFD?elzU>z%cU>*&$IX!TWQ z((;3T=nwi}5NBW(y_Oc_$DN z@)8D%z+Xd-4$5GYx0~Ym4&sua?bm{h4x7PUlaMqq<$98HNu^OFd zTT)-eSMx&bH=O*t65^u$rgh(Dp^jjW^reb~id5QhnBc}A2ZZOv5io*Awr{lZ`@6kMHqR6Hi`GDV=8f#_O2M#tSjzIUif|h-zHjEt^=sm=)EP5o5LL^gx zFqND?`rTk=lD$3I-qdH!gQ4V2oMTO{i`9cFnZ(uNP~6f-q<N{6ZuJ4Yn!1!5BEdYG#QvV}EI zq_Fi%;ikTdP?n~{l}ce7=zN!O z(O&W`4s@Lhgkemz+ezA}Y2DV}kyy^mM)oU4slaF-vzvxl&!ZwY>hwkVXcn%&NNNu_Pz-9norU7(;?c2vaRT#g1o><;XIlL zp!ri0AWlfxi^C-|k$vw$lz2DHjyT+gyC)M41fJQ(#33|8d-yd{)76O3T!Ey}5hY{> z-c2hlXyIlJ)oI-q4!M_m5%SYELp{ujgpTI)tz+utDk%BvPZ5)#0^cv z*4AsJczfy}M8vEj4XdPn&;QVao7XBjcbMoZE=x3q4uQiNTTDMzw^m5M3cLBTp(Ax( zOp;2ZE`;B+gos#SrU_Vti8HBIm>q>_e8Zk|ggWUUo$I;Pck|FiBMhq)N<8WLU$ zohnruzgqOqE}Yw%(*_gQ$l|ea$3;X6VY@-1yYTm)Zc-p+I_4x>*T=yH%MsiLXFvbi z>_{~M@67s^wDlp>YoaPNs*MGc@yyBMXm4?MHHzvN-0o}eTHi_Ft2*&sI*~I8|LEZT zn4^chrn-`a)(d=qb2wj7klI<6#r&~hIYSBPtRMG^8k)J99T?u~pCwc!LK(AJK?-by z#YLU28>`u2`4^V$W=QV6cSI>prdMO*Yd|E{hQ8gatn6++;Zm!S0g&rT zAYu;^JUR-XY^_qrxy}O{#5@uChiA`)Jm7Se#{%%h>z8Fqldp`Sil6yVca4Nm{yxZfhJWUg z>?!XxtAGl3yH$4LSJi{s9!><*Hdxl%zG&`wUn^0rbctR2gBe+c#P~CoANmK{))GmY zKGJH8L9^s|!uX8%CJZm|cj2WPQ9UlU%F>{6Db73WL}QraTZt)qhdaPq*ouO_uBkV5 zHcA?Hj7^6HDo60=ieiR=yNEhxxtBqp>sRyR$`2h{2MB=>dINto^G-2YNgr~IBGWeD z4NC%Q6PamJQ!$!QhlF*8AxtarmF;@hO1UD8Boj`5D3LH1k;4_urfO!CSjJA(N-p{U zW{x^kWaR@!Bh@21E2?1?!VW-!86Z#jZwj2rhmm%oTT$kRgVw$B)xSReCn7ubkRg+W zKy7IP6B~`7qP>-{LaxY3J**ePy*Ew+l@Az$LAWsZ3@V78777~@Cz<{D`<^(`%_7{< zSsg9|lVh7$|6~Er+1dqAJzaU-Wz{l?FzTIuZ;gDyo4^5b0g5nXheedug4-DdJsQ$_ z1g8|XR7W<4cHPN?1}Mt4&@oeoG}ntVNS&B}z%sb2=44Ph^3J{V=+Nb2-PJy8Jb^0ODTegakPZNo6M^+&=6z)j}9 z{lb9ph`q?tuv=G3{5I^moPaW%xQx$9_`O6j6FJ1T7>S@rGB>rPYECn`uN! zo|*Z5>y&cUC9F~;A<(=x&H9KFN@e2^f|DJdQ2rW&p?vI>$msJr4U|ptc_WMy!bIBo zIBd1fKb()Szqa04?cLly!&130Nx;3lBXbMHnmauZ%wx^Kit3yL?4df@Os$Pnk60Vda%8=gQiU zNK$9!8ayQ>Tn`uN^dE-qLp?vW{J98ULWhw>^^-I1Cs`{HZiANLJJ}FCNK31I9%J*# zYdJ$`ZfC**D=`@+R2Py_UTEF`i-&|9B&y`f~Or9l61ag>T*rxV;%iAx%R#05@GM zZMLUA+~^C`9v0U%Fk?8`e4jCuOHrXpkd+yAQSD_DD6Lyg)f*i`pro1JQbX5<3Lfq9 zH4Rg#Zf1qK9ial!dQR|>TzDyOkkl0xh~?tXJa?+bz9R=MII#2Pzg`#@MLf;lA67Dl zq(labLTx2i_%6pIFubcSsMizxSQVE$wGf>&bzXVJ;>)31m zCj4S~Y#Opc4}A`ic&Bb0P8eHN0%s`KMzwZ4!?jLM-<=7k;`70dzeUf`Ngw(jqEke@>@@wm- z(x2;adka!`pB~6E%b=byfEl1Cj$*UgTV{szaT|>UHKx@HUsz&_#|c0ADy%4#&q{&M zM|AwVcc}#%+MX`+IzvL=-6apX==CS>%_lb%W*;-NTTqL#R4q><1FF)q6E=B}&1)G- zt*UdG$2T+1SjYy;b|_xqa~TT#n_SFr@U!1z9fPc*o#wA*rRRR>zu~l}d4pzkUKm4X z8B0xW^ib|YU{cY@e$olqeL6%W!xRp0G$lKe?v192l8V1n)F?M@lNrhBthoVp4QU!E zJv#p4?*AB3O4euw30n(}UESWA5rPyoae#E}^3ZvN;0~4=qjLka_ed?f#%Vi2O}*{{ zv{Uwzo!E72O|;#o@=07~P1M$f?+z;Iq&7pj2-=O`g4B@i3;8MK0b)1K{qM$7d)6$krr&8p7 zW~Y_oQrLd2QLOz&m5@mVSmpg(&X|5tb)rb2qr?u|a)S%1#R%A95{fQKXqcxLYP>JD zGF3?K5dq>xpuX+UojN1SvDp!6TWA6$~!hj}w?e-3t?A`LG!e+81KSvJI)bRIVG0%BZDO*XS z0}#y){dY6rfwKkJa)evzQNk=9sXJKiR!x^XESo8ap&cK6a&9`xm*BHO6OySoCZ%J^ z3F{hchAI0kU*GVoiO##x_LQFcI(zG6V!Tn==31>kD6smnD43f&3vO%+2`fNf5-qZE zDv>pVz9Opv^!Sqe?xR66O`W$Z3!a8{43l@=&dR7T??5$3I2!5u()>U#>D zv6JY-v*fC@9h27D@1KiOlZfK@?UIuoTF0A!bF{QYe`Mc863X42ylK|%Pm)plzc*EP z>v-pL%o?Rm_Jp@REjR|M&`Diw1#lWPATs- z$?28bSRcGj(~<3&c7)o6Yo!t&}t{e34PSnQ#f6p`g;p zBojT@ks&NsPy+FplKHgV^>@p#Y9vpG$t6hKEx3seG*rSSm10O6f0k2e-()=P*zKp@ z0!K~TyS!*NhUrXVnRLaAz$0jm_-C+uXaNMP)@Dn@iWWY$!1l6o@eO==Gj4VFq$w`( z9|hd0!^)wu^s~V!p2YO-ZQIwZ&5c&;PWBG6DfNeo+J;E>V>>oe$BV5q^g%8LUl}~0Of=FtG06y< zj*}}r|0tF`wCjGLiBJPAqiE{o(4{|10;umM7FDLEfbr`1QQZJ zhb7FRE>wNOj}kqhYMcS%Az;XCiOTqTbrcehR<=1uf|D!DiC3>>YBd^Ydcvt6B&UhM z7UF~q)5EG=H=rI2HOUy*=T+ZwtQMonP)DK5U1vPXJENg;TLiE2azE4Oe<6~P=nTj{gY zkp0rD8V`$Ah#a|JeRl`R$Sw>)CDVX93Y+^_@-$)YTne)2#5Lu^0;Z6h_+a2Qs4CfU1_u5??4TQny(vI0=>bs)fSvmz%lUc;8W zRt5FVVk~Y!dCIihQQmW~!T89C;%;X=GJ@mHksuU5 z&YI@jEaS(Ip{?F8xXGztv3sIjppP>J^09ZFlYm&vt$A)6WZ_~;=Bim6rn+m$`pJ|_ zlM;8ui+LzM!IF$9fKlQ}%h-JDUfTk?fc<^|X!y#Lo>t^AF<9C|UxIe@F&WG= zN{>H5u*nN?XE3ilnf_8OZ}GgC2T>VT~JZho(isc=}E|3yzd~w;;x|g7~B$8nQ5zPIoE|ShvDr zS&60Uzg{-PN{kIdlx(}BFhWe0%s4B&?e!hEX;vv+U_@>~MC=N*E_g>Z+a#6tpNNt6 zX{7OJ$wv|G6WO?f&I@Pqs*$+2BO$Ww$YFhSzDp*miI=SVtYLpDZaf4lB}|JKU@BOM z3!n}8f&_o7j#fx!p^p=k&BI{-jsT1#FVe*_vv&d@XHjI=8=nvy;!qo{?bsXao=yrp zZzP9VQ5#Y0sv+#3wHIPG{M(|x6H%KXJv!c+&3}dCd>uD*^Cje7JKCYl-^QLQGjK5K zlN6l>& z>rd;+s?X}w6H(?k$30nBZF1FPl-8Yz#u`9#E)aX5Ce8x6HR%M~L?>$g92UlM#}hG+T&g_hVp5jc=M11!+_xb_ zBR)F6R{n}fj2`l+>N}x@1W+-8mCdEnS`}UrThEO(0r+2F zRaiA{r*^6*F`4K5a7ZX;ZuPYuk8E|F_ZO>QbdR9o*6-RR!2-W@zoIKPOrIpc>#4`U zh8jCij5&Mr4r0l3-d(dz{8n=52oO~7xO&_l3=b~KP+?tSih-;b>cy)AZ^lH8!gTHO3Mmppz&s^vZYqYLo zueLi&BP5?mWl8>8xJ|qI{7MfoN6qc?V>F!Z+#(e1ty{;b5BgnvfQ~eNTH+MRs-$Lq zYZHyKp`=_w=GN@p*+3kKKX6tGK}9ExjQl4sW!S*G49G?-p2Ny@P%G9w7|GzDl7&=@ zNyh7*55(4;JZmPxp}QIbEwOU9LRPTwa+Z=2vX4O!aidx&Rm>zCIW4}VeX4YTUMxn4 zcL_Z%2BA!Uv+;#R^hs}};-e|i(-oF^l$=?%&<~^kx|;O#&9yESau2F`qqr#z z4RyBi^7n*p!u2sj2vIG_2JDei4I^jPtqLqcdoO0A)!}>M%d-n(|3%(0Ipy0uFA+kO zev#;^LRlf4ZO_W#JY4^bZkyRbD;~FX)eh;Un7a3khzz{nB+l(77a^dyC#{iV$ISnb zu!N{0m-jOA9huKSM~Ed&U?|1`F61iSYd)lv8GsD4RH!%ed9t0Rao zMU7;b$_igEh7sJ%Tk$eMjJhB>%Pv1}J7JZ?)7VS*h0-nHpG_l@9Pa(1FCpp-v-U5sMvCo z&}Rqq;oBbp-=R^22&GK~>|ULU2Kjokuu_zrs#NIYETfXjZ=mBY^&6*}IJ0LQXDgn% z=+Qr2c?U||DWjrO;4f%Om;TN%nQHO9A)NSf5f_vuIvWQu->MKBKc4+$3IEN%qAiMz?F4O#!HjjVU5D}`6i2rTZ z{zR|cMlrE>Y)Orl#QRE?VmgW{E&~ijf5@l$A7;9kPGlh3z;VfcKpN6-kMErZm3E~% zsB`~cn{eXwg+j42>`{lq1Si|fYwK7C@w^c9y?v708F)>!7ZJe@Zie6L&~L(9co2F7 zt9mBbOX|yCqfYac+c03(@rMjajg+{u8zbVN9Juu1uR(3a#}A0jrcb0cS59I9JG2Qk z%!x%izjXYH@AC~Dm2`?VRWIc7&9uS*6VmQ=$LfnCO^LVBDvela zEJsGVfN~Y1Z<1-BuCtN8%qVtsw}1xVJ4uRz0s9{e|HO*y>_BYY+Q%i0TZg}i9{n^Z zqhr|tmq!Vz9nCDcNx*!>t`O=9*^u8vtLm)$Qmex5=Ux@ry-I{YR9=nrp&^KrQ1(|u z*?Bse-WRfGmesI(ACGYMQb;`rAESv2$&)I$?2|0(*$T(keK7+)36&`5g-0#1?V!zx zqpM;)QO+P}#+43w9dYO5%Y2lEoYd|7XaDMBXP)gp>*wtHj1a}=_jwd9RM#~h4WYZ5 zMPP=A88jiV=fqT_Wke@Wej@`6`a%z_dax9PjE${ux~4k{=2QUcDz4LD!A-jJI@?S* z1Aw+Ru#~?ia#HOc2$dEjm0||R2In`JUq;ke}EiRaU!Dl0soo#n-|@v``sKS zzly)bL2>GOJaDNaJj=+QVqNRpim5av+V9VO^`c)=+z~6$BR@3C@LID{=#CQ#hxd8& z=^7W^H+e0f?NLs|ff;w07T{t!kkl5;m3w_uuoIf>z9Dh(B~y)uraFFiJFY}djaTzxa#_gh zk4&^L1h&gszNvO)jqJRQuAUHGjz!1TmajirTK1)Pg2XorTah6j)>I%=TgDJ|STJ<~ zzoD5pCah3;Wq~sOpT>FZkXn(=w6djY7wOD`Iq|Lv%TmZNbe-uMZlEb!U*#_PKQfFh z*DRO%Lj;3;xzG9y4$}xQr_qLEwCYce{_7Aw%+Ftz5#<5oP4qH_<^5-v{r!#V15Vxd zoCY(Os=Q$%gA+IgwtW>kx>eoy5v^W_r{J%3YebKr%`k^DcC{WH_y}9)Al(~=K>Pb6 zN6>~4+|KwG+s;+govR_T+t#{PP!8U4 z8;b~KsOJL>-GTb1DTsyKCtqKwKz-RNQdx4d+DXW3`c-UcRB7Xn?~!@;eQrfr9gJN( zIvxu#rj`qNBhkg{YAEzS)dJ5m6b3Ic^J{aunTvsjY_;~mrowU4{u5FC{m$dR5DPvU$F{pbgZ*E9+^T#7?N zM?a5rc1}t3K$ov~4?G(QG*im2l6))cWi#;#*Mohb2!5 zaE}5}^C7_Cht*|4cFfq}Cbrd{tsA#Mj2`a@Uf^PJ(jZyBE=_$+(g`R5LBm(ewdO3} z*JpiCE*?wIDzLp~tG_D?)<{GO>Fbd})0=G@YYSp+p;GtX;PWdXOGws5*$F6;0!pXY zOIwH}FdKFHg+vq`@1Ckwm>y+pL)G3OmN3vx)c$8Qd{>oM5bZ^D_WNf~Lz#Onj~8DC z)h*uvpKz6e5t1M+tHB@;)KAnD`-U|GuaX%~$>FwBr_z&mE(izp@RdiwRD@Scz&g1{ z-S1&$>oB{V`1Qe567G*K%18YOwx@3>?Sa>Bzm6F)T4 zv|v6sqAXQ9f!M{e4Z`b$*rO<; zyZKl51E))Fsg$F9)XYAx2`IfuhtqfwTCU?igGr+>47&-%xrw?$g% z>AYI1Dg3raDe^a6wNF`!=#pM=pdPF}?KJ^`#0=BUBJkiavB?$(uDn!#Z#~n}=x$7L z?E*Ol3WrOZ5J7r-y(7OA8XYW-VRN4Om)IE4+b)c0Hi3FsE1!0M#3iojFxrAsiy&rs zoC9#gx|}d%#5!xs#`omTfvA<0N?zsJjMAi`@~fF8^Z6A79F8#|GS>AJ>TaFKpN+Oh zSIyC#f~O|Tw#b)Tqgt$B`C3=L){FUCD1c1)Hn3Vw}LyKpH|z*g~V4#Hpmr zVMf+OqDVu2=o%1~AccvtpHa|%{npdT_1NBy#H9**N`QU?tph39mE{uNV;xbLo~I|f z;vGu($;R$JHC#;gcZ3uVKLu9im#ViyI#>230Rxo6;U*^KyZMVTQj_LQby3lwRV8In zqu7O;J5Oi6a2=DD^m8F#srQIleyZ0OinH7Ve!sR(X^gPu+-Y5?>n*g6IBt3orQs(rol5!$;dIACGup=t!_CkxBrF5$^Q+KPLYw`q7fb%7 z_{wo>bACeu+{wwz z?3F9Ppt8_wV_CS%Nt2)ewhSFBMT++`GkjHw@!$gtGcX`rJOCI8bzey@BCXQz=8+lB zUz0|p9+B60$~o#Zun5Q_c7=(H%>le%4O?+9xC z?V@zBA`D!_9FhB0^hTs1fr_|bWAOayMj5YcovIk9Wr}{uK{#DwPF56=*!fJoe{GLlTe{MgtK*41*tMCf*{ zZ}zC5x9O^UimLjU3Ebe0Lm}fxfaFzU#AhIco2<=2gavfpEC9SAp}qw&ItdSCE1_R9 z9w6&xCf3H)e5F81oB~iN_!j_p+&xtJy4(jT z9tCjuBOd8?PC2XKcHABt2n3{`$5^9ddYzm$JB9Ey%a}S9&Zti_XdTu>`6X{#fCcuc zG*3h{1n3s@#YcKmBUMi&n*&wVQr{mlM8PoNi=q#0MQdpR zWt*C3cY5RhNW^RvOf+5tH6sKtaT8pU zU|IL$I#}AcU=@CwCD)oB^_ge(IjsWh^4eqRXNQIBxLnp%>DY;{?4<7u;vn*4*2`j8 z=Z?6N3D=J9n|uIM@7Sr16m{Ps<>vr6&Ha>PLD^}KFq}n)>*K4R(11vOdgL>!mUgeI zaE0^42zQU?*o}UBw6N9v9S4vW&=MXvbiu0237-LsMXWd-?&*>{^Tc1qO*(eRQ?~}i zpXX6tOJ&_>l=Lf0fR33T<+o+ixWDeSp$0Mn1LWp7Pk6k1bXb|YMRP= zLUV*q!jOOSU#8e#j387PP)x7RlfsQTQ?>#hn|*PZY8?qwe#J42DS)r2Cj(tf-(aoy z_%6Vs7$;uotF=jX=h7>o29qUun{5(Z&@a;OmL8m~**;&ITfH2Hn+fFJF>OC2u_z^~ zz^i_bi~S>~Q6#`MO88%Kk9bN4hm#&@%4!deIHKOjj?+Ki zP*Y>hym&zT5lH4PoawPBVuLIEOpMs@b^2=bC=d)~?CKAG94}hw?8nMxWOd-QU|Ort z=0$2zqm=6CEE_h(oYXLJzm$XJgX{OzVHPIkX!1E`*kf~{dyYX{P8P%%-HP{~wGDtr zxCldX9JeM$;d=oxiNEkfL%pWwV6^<9G4?kfIJ9fPY8AmTzUK=1|5h`MO85sou^QI6@0S|yy^i2RTqZUEyWJ}iHE)(~hLcs5Ye$Q%%N>BJJL(cz zVMxWMdr=a^i4OK5UuW+G)=L6<{&!LWzt(=O9?DnFr{pFe++J$aomD zrXGPP(XvRY*;1TRFQo7i7-(SwAOxQHYvJqBs#(A}ni3D>`xC)#NOEq*%u%)*Yuf;UVi($jj3Bn4i?D_&Dy3>lv}hijF;hd^nD_X!o4633WWm&e*t z(0^Tp=k6f1yx-&f^VDqOvjaCs5`lngXnUK9Rnl%a>Xt!;AT=m(18I2tT-0*~Fi z8^6%j4G3vG$81&F+{}Kn7(?TwiYbLiRz9!k+S);!T~%VmSpn#*S;7}dxQ(AD;__lO zR0n7p<12SVXKt*n=~Jf<(L~ok%DZ$PCVOfwFxTMwD5iGJMEL-};Aq5BAic`pWMK~{ z=-x#oM>dbC+?6@JW}{}3)yd=CgunWrmxGdlsTO|ipCOQpIfT$=+WDx&ro2#{g)oO(Ui9G=m(hUXW>sLq7b#p-%|R?qM z`s{?oN9)5g_k(W06qBPm2DL8$v|CXInE~QT`Z!7?6E^g$Gk9BhahkXD7*0xsbt7&I z7x_^Vvu6J%*qM4}(ddVAcuLPTF2?@CIRJHp{PNurgK4+rVUvy2h*B$=3tEfd;+4@G zx%swoK`2W|Zf4tTl0?j~^ZbUpea8@(vWcW(Q=o zij68l#18?nACE4ryyDMCmjTEx&^&60Y5@Ai@$blo`b_w6Q!uaXy|k#i?}|a3uJ~aV zUt><>n}N$G?eKDP@E}_?ctWCFs440fN=K&D0s*rA;5!@Vr2ePaW@ zYY!pYYA)(PCRu|JmtuRN5A!e%u%8;zsLxlN@a5&EWu~&h?JWb=vq5)tRa&RB?3P>h zQOt(ON;06Iri5E}ABq)!kU7$5Nr7-qt-a?*YWb6pmcnChWQ{xq^Djd~FV`M1GnQ@g zZ0D(rO!(yw?b8cyes&+Y0;)K$1#m&S@ds|XHRIoc)%J~}8BiJnKVy7rFT5h7#ZqoI z4EVz){^-y8e0c-_f6M{Qlf7()$Mpvjwh#kik&ZPX|9zGqr4J3QbP$)@tl~rodb9Ma=Jjqcc|0Ql(pArG~E^(jI3x?VIRP!;UNh(F%q|hY*OBvcY!xHuqTBGUX>#PIGe# z&>OajRQpYhbfy*+wboH6<+nePqOtbH`*!^lotgu`=CP!YFB}IgFZ{Zs>nEYQ2cxfX z$jymCX0P!~A=FNzG;&IEQUvGzgW71}OJg1fDZxQj<%oJ%9Kay#F2XTyRc+;*Ob?ON zxF=Xr`R*~gMO`fFH!UERdDnm2f(m29M*sB^A-r*=p6AYbu%AwX$eUVDO|1X)690H* zZ?k}}VkwyA=BeD8wgMBmnjDKxK`ypv-1exLeK0wdr}_J$+>T~|mE~+YMRS6vTxcb8 z$D9lpCaTLSWo01>&xh9McYwW57ITagk~IoJrCmin*secnMeGGjJC+ue9^Cv#ZyL8_ zDB0f)u&-*e0!2+gk*FYxgltv?93Y^FT<0-YBg8xPlLfTb^oObit)OwLH1dkqR{lD1{B59^YvG3%5%{ zY+Ib|hu9=d&%j8)$m>vUPl^C!ntCJ(-$RlE$PaGO@fsfb$%xw7TFM1)?yw^-tln@u zwO$UjgF?O*>>=hS#ZiE;}S(`DJ_!C*e($Q-No(kv#mvoO5rn%q>|mv46RJmr=D+Fjm;62=%TR_} z!Q1?>|L=hQ#)dN<&ALvzL_=6Bxi>x3q5!gFQpc1^u8hvBO?$JZsv(BMI;YK{!eEuM z0g>ngL7epBFypfjV0Dn!5?98$fGa8PrUpj9<2TeUKParV^(YZ|9w?m8ZB45%4q^S{ zR*IrN5%<3K#dBIWK}W*RehiptE2o1RzWX*woGgXx)VD=rPZwhmttbhNdHpXN1jGX^ zzBoFoQ_Qa&xfz}?fd5wq!K3--mO`_cc>=HcDGWR7G|+PAN1cR-K?y-a`Bw=RU>JTokpW@*25=rIaY%KPaA4#CYmJ??tk?S(&xM67<1oxhe?28J+RYEC&lS*m1H2Ku&2w|pB+Xzjc;QN*Y=>FSIZHri2E>;L#sylm{fQqyyhDmJKCbfpt>V*H6?RQhQd>&DKB6#*v2$E6 zI^OVxl}nFq3Ns>h7QWpFunCC+%+SYL6tp<2>E+jAw;OrEkoRalt17_mtD*kXon;$XZY_D_Wd?Z=NKwLe+iU zS9T0w8_WP86Oo{z>zj@sZ|Xo>WW`)`a%}g3>~w!9O`LFCSFm|n@`l0$7_6MZHZFuq3*+F{`*B`_F1U`VS|-ewr8 zZWko@TYS4qjSCNzHKijaY`>?Vj$(rQuM`X^cKp8Xw)s%?0u9}n#j=Sx8W>YlrZf6( z8?~PkHvip-6#a1tTNVuiT(+&n?CndxcG6_rxcy+&>F{aIyb>1l8DUAjvgIwdcCbs( z+W3UU(tKX2;CA?0905D;4%1XO6zZ>=^0$T|E3}cgGi=jICZFko)7j`pS{3IIJCCS#21EW(|7xq&F(_@ihw1NOuEXsRk5%m)@L<1OGcZru^7CI@J0%st)Q=KJy zna!~weBPOZpZ&@!D$})c&dU1WdKC)8i#=5H$)j?Z1doH%D{BHn?mWXWAfhf(mSKy+ zc?8MTTok~t;17J`Ig;JNtDs49_-M-|qS#0r_-a&_J!O#R^nfacQZ`1whv6yM=+wD4 z46oM{(#5$VHi}6)iJW1~b4^&woZ^UTOFGPJR4EPvG!`5TQy4Fwa7Xj52#$x)_OuQV zS_35oJuqPmMpm~+J=PF{Yj^E_%gCgaX~K@av5YLm;~0m$Yjf@0EWs;{BT_nnHY4n>oa?vT|E?xSpU6Lh5zz#wNHnu;4>D~f)1{KqlcbLCI&kiH^(uO zDyg@6Tym;dV53+zdu75@t0jt20r z%Rt{4l~rMJNHxaK)dviYhM|t|kgq;z{Lcuu+Fsnq_ZX^8Cixmr*?4%pYoJ>Jc&t?G zn8q=c%*}j8I!%JpEk!Q2*V%uo8ajOF*_J)=&rm|zOs1>L4=T~gBve!-<2-&Zg zzN%*U7@WK~*sHsPzg-OTKJOGEb=euST3R6EAEC<8!SOH`9TIh?O25mC3ve!%!^R&& zi)M`*L@(9?%|WZsc|;ueuA|CU6&`<<;-|)DHO-An0L5fafM*vdf7`I{9SXG1HHS zF@j4~8)W~k03uH0G8vht+{8j$h+$sZEB2>Z7QEE@?`7IY#hEU8Bp)o9M1GrxJ+aqv zvMkN?^p5GWKMVW2>K9l7iPK>ak}n&qVDGBH zWdx_#;a5nbPi@A3+VNMF>NAVw$YUhMgbtmGNnPs!1GpaNr}bim_!?}6hgClv+|$(1 z2dgZ_!x#3n_;*wz%f7w0emBGI$odMppuF_}fQ|>MDTM`yp9-pN_-hx)w3h6d73~I$ z^wp8wRx+#L_^+;-_VU^QDnJnL!^~*d-RAoo@|3kXL(7aGN4r#B6JYmE-`jzdVfZnt zJ^O%kbXiA*Il&|e4kb1|agIxwuS0y2FO4*#UY*hEH#?Hb<;T$2_*$saB#(iU7cq0= z5?;nvpg@%NZH&LZFC%N?oP_YK)+AI6Sh-cTET5Ti5Az|YNJ1tyOi$&?9uH;ua9`gJ zCe?xSt8F&{vvmhl>KZ*DO5a;_%U6SIw8aEylfYFXYUyT?0sBIIX&JS;# z>7C&1QHsDn(YUXE8c48y3Kt88@|daR8t1AT0Ak5WgXGy0jf<* zhUS%Mt|@>8InUa9hKk(^2V@TT>`eD7u%qR^dbO!^HmDkK#oyg2Gj19#bftsh@!MAN z#5Ncoqnw-DkDfljR?4lQB>-yVEf)fDh#?6ab|AE~gQ2>cWISdv3xb%BGi?k#w01Ig z1Xu6iZZrj@svz@wym*4%XavU5_Gz)4^?$VfL=TAf1zFsQ`lV>qY(F`Yi7jLr?{??=1@tX>Rvpz9=v}cX^QZa5A+avFQ=Psu1FzmLoaP zs@JFm0{9vDNg7eXZ%8B9B&Vx5JEzEGaeISCNsyp@tU_TaU?=aa73(<<)2L_7jL$`Y4X*fzB4dy_{LC z0F&BZ<&6MMpbH1&H!yntwNnq>(QnrtSyrH#9W08J44K=&kl)zl88M;;2&jqSEmrWJ zCEnN$JK2br^fGSlr<0L1MkP&>EblR??MJZg&AUw^*=ulv@{RSo6b92T&F}Lr@t%0C_=241i-37_VeymMCDHZD1-qjW6 z9Dm#&wpOh}erx3m8cwqG$Q5Kr#Vzjf=;J1FXKhf@Nt;_G=;Q+;FdwRG=6Km-Tuy)uw@VEIqNC;fPCmuH4_6Mt$ zve*~YPZGJ{yYO>y`LM_!Gum`Urc`EE?x7|8B8ja(9&lAaqYlihfMP>AK|O?uR5S+c z6%^QS_{%{EXfBRjToYJ)99t%i4v=>R2r9M>5~toUT7sgrpJiH+(NrCUl}R=95l4mh zODqG;m|cmq&VH)E<4AO;yhM{sUFEgjrnE{~GkNv7WrJm1t5r(~r8G-|RlXNNQ;`5_ z!KHG>*t%5P`n=TO8}r2E{?hR>>w{c|Uu=Y905`VVkF{~UDQZnem9tJy$bccRtsHTo zB4c$9`hSH!gh|rNd~Oc$z7W46X1SNypHSU?Nr;rdH6pU^cKow>)VJ!6FcZNJQ+a2$WitEqwmNVU zs0N?b+$C>R|9sS^{upp3iCnO=KEAf+5yrQ`?P2A92qnUbMCH^QFxz}Of+}p3IPD+u z+M6KFi}W;+H(cqAsTg(|2a{v|MO}0=fW_={CAv!F3t(R8FIpnk;rsiT*cFMJU-Rb< zpH9SZY6TL0Sl`^Ns0P;fP?;7>@HX;I$y2M7b+aCyIlCAluh4nj0}0d> zm14CiHL9Z+>-a9w6{7$7Ovcnd>u1b4uapZ^I28obC(2>+62HnZ_&^>wg?B%8 z!Q1`Q!fAud<%xUWeb#Rz#xQe*Ojhib0`aHsst13}kPfb}1JSN|Vi+KFoK%S2QKvM* zM5Zj5X#`h?XIh%KLIKW?Ajdp?<7EHmmB(Ic^w{=Gd|*0IB8pnPMPgX^e=X5?-&AL| z5-`TKhh@qKato3!H2;s*xbFi2xIL64UCn|43-OIO2Vuepz} zLlCVNU0#WN!r9ul)lC|TS;L>z%qHp)_4GhY`&IB9h!2UETPu^;%jczKW9Qw-9|06( zdtZez038Z|fpJ3E>t6t#oF@=JRGT}S>fW_=R{R2Gi-${>J+&r5oKlZ}*RH>Yj7P6_ zrIL^s->P~uT-a4d^^l5QF^0m#AW1}?2^R<*BW{=Z-8?*zD??nPWqwVB`p4gr#QsZj zD&)A>7Rf1vI6Zxm25?yucn~g9COx-K2<0zj+jdeVP-9d4r3?~$1_I$% zb07g+XZNhwKuGfNu0S-T2OvHg5$ycWCf545_aTu!H*6UsMJpuoozoknS9+r&ZVt{h z3x*F8LVx`l`9UZ_!~#}ajZ;V>^It>r#jDjQ;M4G& zM<~%pA7IMBbk8F8PFqybpQC)*DYdc+s)^<1RDPkmpm-vbCfKZcHTiEd(E{y6tWVe zcW|orT3uOqld)J)aCOWhEr4P3(fq_4$`o&Bd(RT4#<_sRY0xUV7>ACFsMDsIm$5q- z7p&HrBG^KJad=x^3y6A?FEq#ljw7Inj5VQV@2j>#p<6{c=$m|ApZu4_VBGlno}b5y zs*ZlxQ4^)Gy@lbNa)(+l5`=SS4y*tJ1NgM;V(KYeD&e-KQE|${73R>f3!bWG;KqjIy2Y5-H)8Kp%w&Gzr z%P8^hRoi;IM(e6Vs02x?c-rwh!3Sq_$OftsEEaZqR#CaLUDS|joRre*b&>mPNwKk>ZwV8zZH$LkSqA z91LA67slP`_}}?ckyk>1aniet^P;!WR*8n!dkSH>QB277!Ske*K_$pDGBqD_NY{xg)9a5OqFtGLTPLD5%03%eBiK&LB1|whO@l9OnX? zrMNfgvuEa9LoXX9R~qPF-xrgYl;)$>Ks9kAB+j*nNZ~9$mw6Iy$Kk3oc_y{Di4Pfi zlSX96o%X+S;ac-JqWtYN>(^-THjbI~7MOGNfYdF>HUSipOeMm#+Sh*q9LAB)m8; z6g>G}ZpMg)($=a~50~E(h;7Gu+9;d~^e>;L9Za|1e0ms`NeF>mUQL$V_yr%a(L^$W z#SQNt^cO|izMZ3i)p@F$@%0Uf_yuYzt}#5X0kI+|o&$Q#;FIDXFpZl`tm&4f@POLk zaEI#0^>DK_z|qpIa_>L!{mN7Oyx8tf;MdajZ7Iw)Yg#zWA5r*HbwAWNz0DV zmsP%FvrbgzuiO28Bhx|5ySE`oY2L1aFy!HfFSABY%4`~$Nn}HOd5uO9dDi79GfSu} z_k}zoL^@p3%5hvcJ)9j>uZ>_6v{ID8bAod?_?jJ`6%Wr#G>eEHu$)(rMe+@kI8xoA z9*$AxRA?LLkGhY_`;b+PM8B{ z3PkJ5Ci_JYf5*TZB*HHHGoBuH3kOCj8QSNIwY!)-ZwZxB#@{$NenYz5|&gI(n){N7Fc_ zrFEV;?p#M-X19RIj~^yALSdQZILx_I4P%hY=qBFqNUGf$NWwiF9H&@wI9XF7iQOgz zo_>ESB>Uc(5y5KH-40yaVMgsx)2O*guU-Q#pb|P8q2BF&XI~VZPq5U2dB-?Cg>{HR1Dw&KF>AL~q}X@)yeg#}^UlMlbS9kWut;GV?FFJ-r4 z^Ra$s6d=tWR%5nTyQEHd9N)+j^i?b${*e!G!Vk<@XG*4w^i<`8hwG40lzRVgW}CmD z$tPq57TlPG_ix~wC|{p-%Oy5ps5PsCRSe~+seW}6!qg@wUfSDyLg?XAK)=tRb>V^6 zC1ogW&N0ap4jk)SGe&q7j706=3YB?jMW?q@Uy#TwxwC(5nDUE@EfZ4&11#8|0*0mU z__V>52IsOy7)0THHT@d;B+s2f9KG{ds~_*^)#oys$^53b-U2;93MN};f&p`}&kZN6 z3cZtG30wM2xb3(CpWS+>p)_Xq0#4iq`T1o)4bxXHD@RfTGuGnqBf5hv9bZJp^96>V zevK}4aH=;<#C z?sx0JvAVI7>W_wo7h)PW8SAg#6b?uM@uT=vhKgjO_Bv3{6;nq{r z1x6pVY<$m4Ql|be%|*okz3Z;-ttr=`V66Z~39jm?nxt4z4JwWEv}FAx$1i4eD2qaB&LedGt>$ z6&%CZ!V8-mV5bB%(##t0pD?iI!KZmM)~P`ZYl3ztmcb&Hs-R?QY3V4p8BM|t$W@+z9~@Xlwh zX4)n3v1=T4!4W+Rk`wyZl2xnMED0KU{599V$?z~0U7tWMCl!A}f=Ygs*KzcF-%C9H zryw>B3bpSf!deuxHe+#-y|X@?hKX$0L_-?H;jtY9OkTL`XWuUBKA@-BfuCs|(6#WE zpbl;BT6f$(pYIhP#Fz@?o9gFez)uIDqZ&g5I>)_f>^xd*ZltvB8s}XnT&~&3u{@m3 zGko{+a?QqJyGp&8;eV0w01~-o#%9x%_^)lr^@wT4nfyVNqJMyC9aW7PN|m@pIneMsle7s%(wj-oPJiQRHmxY?ly!AUZlpcry9c3Z|t#Q%1pmwXX#H#T0g0lnpab$>=xxDQMV%H+Tqh1SBA*2RjtcxS6#lzfy{HV|xSM)c$sq`87cT zFDcho+gL-|!o5WZoTdEcCu$5Un&C1iCNf^`QerGvDs4pr>FnF{MH!CF9xR5KAHXDO z>!m6WmL%K(4X;ihS`fqpFJUf@I1v1LfE%i#ij*GEr&}zd7F`;$|Nr5=p^|Zc=#rCI z5%7HV)e0>nPWUHl3I$qYa|Rzu?N~209BmkdN{0A4xvx|1hrY%H#w8P+LQhKSTcK?i zsDut~`P={pxfk+L&VrxCRL!^u7)XLDT2tw*&)q~%fxQ+|)ds>m%`Oe^ovh6*cW8}u z@eh!bwYq_mk1c!xCqkDn7nP6Rz$9L`!@Nn}aEUBikcvw)HhNR=d+H;3e@>f6_fou8 z;8?7il95s3#<9HLPdgl)eraj1@0}_S-h&n`@W{u^F#N0Z8)VhwpWDk!+v}sOsM-?~ z+WF9})h5XDmIKK3U(g#-94(m3pq@8foqS~*y`qr{TLUei;f4bj#$HAcS>8_)ns_}2 zBpOh3#eQpVqO5uJ*1V|`($Z;bf7fNOkg`*ovf#Q>J>Vzkk?_jJS0|(rJK!y=o%O^5 zFi|+tMh=6!ls%8uGiFsMpCQ=!ov@)zCkx(399Mu1R`|KoSFYbXN_HpBE@G^hrnw*B zGq~+&W4kS7%upw?Iwp;ZB&N?F#oFhH(U1(vOX)h{+!*P*43-*+zi)8FFO%I+<2&ls zQV|VzN&lrHG@mb*bii^(<-Fd;65sZiLmHQk;rEfx$SG6Txhv%^5e1@pKX(eSoOn}7 zyW_-X2PxuVj*;Y<0sa!<8(|1;O^au#PiiP=s7!nQqp=xgFuv=Y4N_xY&S||E^GkjH zihf8N|C0y|&n=`Y~8kr%N6Vjyd(oFEHsqfMPrxbSgtf4UzLpd%{$nw-Q#&u=< zmSRrV^SjBFP!&nU#heJ;R*HxrI_Lvp`imcrmbYA7*JkwOut^D|Ez$~9Yk$R_Tdt#Z zup60{3}K4%j9CK)9DKjKr41?)TB$&_DYQOs3fiKkBV($T%be_p0}rR+UnY}nHbY5O z3d;#}o$oh>vU+HlA%vu*qK<+g8*q$cEH}rNEp#p!i+53d$*Q}d6>#Vw1?q|{OnjWg zf{at!B0aOhg7{4^W8y%ZCq8M~?B}G?#we}Oq~LF(p8p;=hn&qiTb!2xE7`v14L2pq zQX3FXDjM&D9v0fde}*@@BqBH%GZ#>S`wXP9!avSLf%BxNr5a3wK-ugx{mIW&t5rGL zh8PKI8d#9gn0x^D|7^!@A()H3m;}qljc~0A-~5*iTzb$?QY7ZMgmS0$?ew%_#98BD zwAk|LQzMbqfmhxL1JwxAY*Rw9nu?IC#A}(#GA_}K`f8da^{C7pgL|{IVA!ju?KgH3 zQ+{A&C;Kk!D@^i`LgZeP<7qtghS-{ORX(a49XuR6)%~#6a5eOWG_b84A&|wEG7!NY z;p`C_mmy+BED0I2MWr6I_DS-5#{Cv+ZY9%+n#o>xm&MEcKy>f5q1QpH{#xv0@X~oJ z)OwbWio@)Qp;&h&(+nH*K1I68fM)J}JegCzWWdq>Ypm=VewW?j*_v>9${tRlkiadX z+B#%vdVFV!_Ho*snV{G-UvxKxKyEE=a8`2w_N^?3cbwWC#8xt$_K)W$e@e6o1>H5%@@3iDFo%gN=sE^mMV>N*gie1G8HClJMIY`A zv4s1oZjNl>4R!HT0KgG;DX|*^Jo^&1>Z>52X)K~~1Wp9f5%$pC7xSi7XFk@JUA_K| z`o&0diF}!l%byLPg&l-_%O9fDVNn3Wm#oAk4T5L_2;^Oi&Z3Sg7Xsy7mB~^ywA#sGKdNv17gR(E33N@x^kxG>~G08IwXtVz?B@ z4Tr!&Gkf)s-O)Vz9!owvfR}t;fZ@ZmYmIPkC?ib+qGW^$`aZ@#B1o85|f(SwqFsGfV5vKnYDdnf_yMPF?CL^0acM5aFsEV`t6bLOS>wr|AO5 zE~|2$sL0&jh#{~`R`|aX`=<9u{IYTApqp2S0HGHv-&0*;`YlqIOrdJ#|C_B7cSXor zC@-r$V*2bTa+>k;$|f+L8_`sxhF>o4E1txZ;`xiuZNy|NWqyqdmejKSqHuk){g@XX z`I>arcVUCrmKIaC6txWd)8ai;v;sqG;K*S8ur1=hO~_?O1I2^0svp4pkvGftdVG7>H_B!o zzvAz&+N-78K|Y|E+Buxwbj7A7%QSXWb^~aPzU~eGu(Y9!q2)N5>6_^q*4(BkARnHK z_`GxWxVuAFj-D(-2R5(=X+%42F&wA*lA92j+fTv$ZK1#VaSNkjRUUXSVlk8Qp{X^? zd7vy_G8@)qB(4WqisUDXJa0d#*ukDnwLvNbn#?4p9nlHTQT5p+GLSDs2^%LmDda@p z9I*x2+6#l~4)%^;$A$bFlo%yzNJB@Kc%tA!z)F05N?_>W!?jkn$Yn^8Lu4&Q&t^!(hwx+-W*C`Zglah3da7Gh z?lR-1dZF{T3p2%Kxq%uj$Ppi=cTET=766xwiV?H&26adeTC>ttqw)9d(oktE$Nn45 zhv2Qi{-hR#n%CPc1Hn0Vb;Cg4>UXgM}{*S#G(YAr)m6{v*! zLybx3gG-l-4htg^Qbyep^Ctf28%_|~#t*T24j`0Q zmq{O2-^AqSopf94=QLV7$;WBpj>q1~6S#uLVD~v9UB94+K2~=3B5=LNIYo@aD$TPu!bv{n1*)QAQC&jvK z(X|6Fq2pT(N(5yR@s4{Aj zprM>PwG&V33uJz+Qz93aT7*XAlZidPB*os77O^88X8Fx9?N?@n!LP;NmMZzDsvw#8 zueR@HnP8mDMddun^;W-_%FucTBm=qb(uf}?lt7xk!*j2Lgl(O7rI1u@^!y}dcfc+P z05A?*l*5byu6Q1VhpI)e*tdG0_KdFwBs>5?B#iQ1R@By(6|5$?Zam-h2v_hF2KsJm zTqy5;pwa9+u1mDcHk$D(km6fC!U~QaX4wMgP$P{^;JS8rN&_k1GI!$RSY^A{*|qyO3mTc?x36HlvB$B^;2 z`M<%6MSajsMVyM{$4k4eo)PIoJ3Z6w z(&$~&;$vVd2LPT%bd3+sF+i(uc`G|sm@Jj*)_XW&hziG6(Poxzulg43Ztw)8#vn44 z=K9O_LrQRuz1Lgm54}_ meKdr`G6`2t?$|HYnz$IH3iszjUTB9xRwZnOztF diff --git a/submission/manifest.json b/submission/manifest.json index 3389d4c..41e3459 100644 --- a/submission/manifest.json +++ b/submission/manifest.json @@ -1,6 +1,6 @@ { "team_id": "team-02", "code_path": "submission/clean.py.cms", - "code_sha256": "e847394c783fdda5858f5b84bfd1a5b453c6adfaa6dd3fa9ca60dd224726694f", + "code_sha256": "15c09075d4d1a3b02f46452f8df4775dc6553fc0db4f397681d01d832820a7f1", "notes": "Replace team_id with your assigned team identity before signing." } diff --git a/submission/manifest.sig b/submission/manifest.sig index fb1bc3c53ba631b58cd7aaecd6d4e4cf0fa7408a..f8a554a632e1f4fc323cfb32b07414c6887b8c8f 100644 GIT binary patch literal 512 zcmV+b0{{ILJP7&rp}lwpuWNns{Pm!7#}CvOX*KuFdM;-m;k3u9x$SJ-e`HIwK+oGu zuzfOhF0ZP{?b$`cs1NIYlq;K8S?-T)>}Hk#XRC;!iOW=4d!7v=xP~$SCq+>JDJx!E zT>U8R)Fo=GE&#({dnk$7q zHI1;SREYF2`3AurgV~X*Bgp4p;+m~*VYmgZn<#TeCcsbv6z7q5CwarweSU&}WD{mr z*E!z)l^>K%Mgu`405l0YolT>I9MWHwapMgWHsvb3)X%rbal##KeKxlQoxzKEHz-36hUYYDV5q3RzGZ@(q}f2 z?8r#rST?=JA`b%6Zr;pc9umF|73f(95D(OX`(?96Rc~Xg#*pnm(QU2N@YHM}N!8FE z9E0+29+H~SH9$UloQ(ZydT$v{ C)cnK% literal 512 zcmV+b0{{J{-XOOGkg}z%!@o_=kim47S?pF3)k64~)NKVAB%MrAL{Y7|0Ie1e(Pr~a zd1wOg5jS)IUYRDt7krR!9DHgq0hgzeXKfEtsq)uRxAD{i%MG!1&%nfq)XRW=|Lc`g zAhj)K$e^HW&Idoj?$j)F$|e+JL?xYDg^747wR+gSEd^B5M{9ojTEDjQ%qtx&6Iw$n z(39$<8H^o-Y4oB>s_srvx9ajqUsyzmHU#WOG(;h_WT33*~!?I}{w zG`~STQASCii)Is5k#qHSQ#esm@9C0w`UZ|w^G#e1NE%qf%L^y47$VBNppS)}i1zo5?Om-@6vAGLg?V zY!N4wk{v7*nm`Sej8&Jf-E-wD`{D=x=uxma?9ur5OwU!J4Hy2rlfl!M9)t$hp;W Date: Sun, 31 May 2026 14:54:07 +0800 Subject: [PATCH 03/10] fix: impute outlier/zero values with column mean instead of dropping rows --- submission/clean.py.cms | Bin 33770 -> 34042 bytes submission/manifest.json | 2 +- submission/manifest.sig | Bin 512 -> 512 bytes 3 files changed, 1 insertion(+), 1 deletion(-) diff --git a/submission/clean.py.cms b/submission/clean.py.cms index bfb310ad1ac6a737ac00f3c9a290854bf71c44bf..dd3662ef3aeba86e8accb1042fe5736acab39338 100644 GIT binary patch literal 34042 zcmV)GK)$~)f`s-42`Yw2hW8Bt2Lqsjgy%4VgyRAM05O6BiZFr#h5`WqFm5nfF()u3 z1_MMmARBv^1ZeeX@Zge10Z*O!ULqP%%Sk8!<*x;ED?FFUl0mEK* zFbxI?Duzgg_YDC70R;dAf&u`K&su_4K7O4$fRL$(oYR=MubZRXRFL3sdyRAp>Ul7% z0hk7U>w;<&Tu8GltT9u>)znR<^dk|vRk%MI>Ro`RBSq(JkOacgfx9(EfSYb#DWj~H z=bwAHOy72WKxM<^HQ`!{+st;m00JyL=$fnDVXFmUss3ip(M=I&!R!t&V=8J zt(e_dETO%kQHB5b+MxQMsCVux@u$GMms3l>WP;-axTMRt@-K-RvH-nnOERX) zEOmWUP2Cc)viYG!Oa<@jUf|FYf!Z~t)W;ZuY19P7GydYgxF9gzM`-{#>xz6u#=kq3 zMWA6YL@p@8;H*`Xl8O!P!L(7*!Q+$aP+8Yff+#-kyaU=%c*(*bXM?`34lySSM=k|w zcb?cXDVwuRkto+c{w>HyFQmM6U2zrox;*hfZ2y}a#E1ei4~}B(#MD>BAqUASVPk7` zXO2{IiV`WI==LY|?MHHz4A^Pu_STP4NpHP-g%Ex$@pYdiVukS%g+sf;4G#q174W78 zZmGE{^Q>C+^Z@Vm`3pqiy%Tm5#RD>OuCmBPC~s5qMEQ~$gxJv7?#CsARdrP;-X?3l z;eQ~l?`m)>w^Uy+f`U#42`Yw2hW8Bt2LUi01_@w>NC9O71OX}p5co%cIt+4!gHw(Q zi*)zx*MNe8Am8sVu3Vgo0jQ}HUD$+wF)5gCIyzH`i*nP64yJDHVs2tmXUGh)(wd)M zl`=d0&3Q*de{qjFC6(dW!&>Wv(Z?8Di3rQ$H&I!XBzs7xv`gHRD`4eaUK^Y-v>}7# zGO}L?mlSGI5L?)!N3o!sCxuOsYD?Pz)ZIJjqK!0}%S)m6V#Blt51mJRD`R>Z~ zMYYo6>$kBVmZ7Kb{){L;YW~nkRrj7qZ9W?hE(wjTU_=|*y$wrd*z)(E#pvT8gL-Gi zV!2UpoEw}>bPD)wv^*6@3TUmYKD>mtMvhD))?U%QN|=RGr&j5pa}I#bgfY82aXG4) znvHxNa9jeC7m_IWTtM00R>W;PT;rLp^pI4rukdZVyJ6oqM)mT`g>>M`|F26qU$dl0 zqB5P^MHw3LYlK-B>fD^s{a9FkX!ee!#qqzup?TP7)_cXaRsQo8Ne%%aQvvq^l|Ysi z%zeujV~XgQCiLb4q#T3||2A{1Q3&U2@BU%c-*X$3Cd!wwM*0%%Z_$7Lm4^k?Iu7i0Sxvxl|DkS>=DT?ttf?P-)K_JlGwxo%=l5+6 zRtX~K?rAmfjW~4I{)qIr2TnSpyFEv>Zya_`u_>wIS{*qr-{Xx`(%m66ITP(kn_@Yv zd+p$Dt0-eC zcr?g(O2|SQ*2iF-NQ;3k)If9d(v~5wJ4WNbz@W>i#XZs>o`Su==u2%7 zM`N%y^UoNHr__SKlrPipjN)W8HQZ$&diB`k-wREG*8mnnt<2Eb5|V6;fZ@g*N?~<9 zk^aCm(rvRUj%KLT-rQ3Z*j+dAB9NidqAT__cS#7Xd(%)!){b0tbIU{BW=9r2swaam zw&n+`1B>WErZzHy_v(b3v_LfYhuB-N>{rX-Lm|W=D-WR+OwAeL7;FHEnlt8lw0+)4 zs&YPb}&+hhI z0V=RwJ0Ax01Nf>zD)V+>rJq5*W|?xPnI=)j-4)zwl_0x`B*KoC3R#klwMUy>tT?EW z+BsDD@xjn54i?i&8bGN)7BG-NUvWRJ{}T>9g;q?usjO5jRR#>1DIy{?Z@JgI>V9zz zLpeMc3@XrMA%CU6t{tdFwwIpi>G?9Lg3^Qb`+T)9Tp%JS{#jqep90LcT>{P1lg|w8 zBu6C5#xCan3whSnf4XP4`)!e@NVR}MAy6mayF zeZ#-gqC|5RR%3rO{@LO%44r4uB~H)?Qu`jVE1LBN7R&5}_AG}>;gX*>-_Qqh6`EAQ``v$E;e-8Q_YYb z_sf`*S=qwBzTtW94|tt$zFmjPV<`{HA%hkC8cDXwkCS8GD`^St5664)MK*UV4n3^q z9Y*n2!dqqCVuVJ^HfX28hY>a<(oI@mO81Mx7Srt;Y)|wl){3$bP=x++(igHBi zgf9clPjw`$Hp*8QCk=8!1!{na{AQDYgF8rKMFfdSF2_Xrq}tOW_TpW+Zud`EI^~FYj0P*Vb!$HIELM-LqLc850L!BdSvR zpYA#G^c5UL_Q?)v)1>NRr$E_OeeZfhng%JcsoPb^nnzv1D=DOMW&{*IH>PPiWPVsv z&0eyfw_=At@G&ElCz1)+Ut-%7%H}ov&Le_LnT9t44n`!)EKP5=c;wy2 zndDRtFM+zT;%RQ%1UTdU#9J!-BXIWt9K~rCr>C8q-1lDL-km)nNXP11v66OxXae%uqHnKECSG+?ZJx5^l_4q&&^>nKj!{o_FC-)krpc zeLRt*kC7vQTB##l=*YGN!ENO200o^j|> z9)&8fFbg_5oh|*JT9;Gdt!b~~WTNY8l{=(R1a1q2GXheLURd*&#e0hO~YKG4`uPHG*aS{ zZ?XQlKJ1H3^u?uDIoP`z9`ke5il4A$6@cq?N1W5Ay$va;C{rI)n0Cuew~X6fDP#gK z7U0Aew5+^eyHeV-d-UfnRC>GMMISj=>Dz)c45e3^z(#d_+*1zUK`TEUNym%SOfBb% zQC))Otz_0cN|&x7F!S8EvUTa&5o81T@DtwvkTKhOjAH{;VQ%M>;MD|@e8W_c>WD}F zwCZ2-y0{7ErQK1fk6`N`W@%))CU9Kr^Ufy)w4%ykR(7z3)DLB9s>E5ivL3ZVBUsAn z`;J?!y_G2JCOSxA-zNg?w8j)1xmKn@y%g8HLwnUGs|wILC7v2zDQV927jE?h!CgmAa zG|Q5U4dpa3hwOQ;~A*rb;1zy)yL0UM)^`)YChZ;JlJ;)PZ1 zYk1J&TKpTfm}f&e)?P|<`m`I0RM6of*6)?o2p?ZvM&+jcztwWN-Iz+Q{dcQ=A}RLb zfM$aQthrxG-q>U^(%@wYH_&3T>xvfp)j_OLQF>tk3u#n|s}58GRb2A*DRh=EJ2B*m zVf1@p$2>y>KM9h~0bsf1qlMTf>Y^UNfd3XVPF17lYU^V>F@gvI(YI|OXmr)^rHr(@ z`>&Sl`~?IJezANF?_f0-55oo|1*E_THMCe4O5^oxcGN(x!cHm(jsi0LEi^&0A z-7~U&qXtOVih_Xjgm(TJ9g@)|O08mHUVyrJA8<7MKWClL5q*tWNY7p#3))&5-#2TV zA~=eB6w+Hwx@=t2p&Y@9l5>8*2h~aej#E_#majdu7ae;#n^7RT7z$cv69$ofq=#-M z4&S7HLJ?O1dSH3$Uqo4I^JxBD;VWT2IlrBH@gG=2oNx!8=Rgio*Mc|R+&1HRXlGg7 zv`FGGulqaZ*7#8E=lHO?#cE{DWU6DK4Hu|GZwmBDegg-Yi2!TOddiA|rRxL^2g(X%D#0X4`O-#@T};YCm6CzF^<_|tI))Jw>&v+Etb8}Ed?C%c^UipzIXl*3e{gykh` z9}VTh78AgU4Bk4p%4Bq2i-+{@9vc#qJZy&AV9&DSQ3FcyD|&YI&z@Vdd_%XYqi04r za(G$WtTCYv*X+u;A<5BM!{emM+Q|Q&O@w!YIIQ#sIp=(2)r_2^iG2?XM;5JGV~WQOfrjCsX!Ao3kq1jTkGIdqVN~O(ER)kA$7M7*U9JCPV$nNADhz3j&I{HZk<-X>@OV9Qsz5) z#S_+{(deUtSYM5<3463*=6Th-6RjYvFM!e?F`Q0 z4A!$||5c?msHmmwq`oR1J@tap_H$k$LPwca=C(dMy<9mFTaIFxt-e7}ugqG4->*^c zatY-YROn3ruUcaoOipOeghu6x1>dn0F4CFKgm6zL^xe!i7ZKX`J zOph(|cfmXi#p38+fwL^0XmnZY4;(>8Z}$^plqN7^6#<9R3ehT}_EPp5E%nLwiE;cx z_}#3=rkPAD-%l^6SrhaZdwix6L3rkL$g)@up&y!UKxWR*Y@OCb7Kwn55Hw^xaQY|T zJknnnGg>+zCba?2*@dXz!9D_xjC>Jqv&I!FWaC}=9lb6&-xvQe0lu;V!qjPc*|P!K zI_HB@s~nsQGC{-ZOAgl)-4US|WA>3mqJ#>wsar#Ujo_0)zc**`#RZ7RQ$!nO8vuP5 zTP`aM1Kl&k!eM=|?=hmlp^S+bjPFU1&iC;%3Gno?G*fiTU4tKJIidK|6(o%VeX_ zZwl3$QFj+2>V4}eMR8`=1uRb1WT$53NS(|zT6KPp>lO2Sqg>+p^>!%u@7u;vVQxx2 zd58f}3_df^dB{=^sl%N3gg3aJb5E6K+YA=;-A?AnQ&DWJbx6x#TKh2ejX1Sg{a6HZ=SRnugwSXz(Evipv=dq#H zk*vKU3BX@1*>wV9n}1JUOUB6~AWD|A-UB})GiO2Xs-o;_uPKNjPntVTf8{@N!@Xhl z@zr{Uf$)UkELao|iu}8GS3^knA$jqS?&$v2Anyj2`djrdZQy$Wr=q{>5dY$ldMxD_ zX!sxAPtrcQJ{QtQ*VPN9V9G-U-QGG;${4E?ot_~YS^5epNbea7`uvv3(5lLN;tb&=|b9Na^P63OJQXngEL;i+e zHVnby%X3)-Arlev_y?!uct}7kd%(wglzF^gA&nU{rmbISORf4a_p2igeQ?j)ZhtqJ z+TT}$SR1TmBm>`Qh2u@RZZDQzR^J(*$vsO3?cUaW=6Xg#xOA#v1Ud$GW2xZUnL_O1 zwuelLoS%H><<6nJYR;c_U*4lWQTmx#_47=XG@y|K9*-fU@PXxdVNkm5fsrIRi!q}p zk1BO4<~s*Q(VjB0-$GDI^d-Qd&&2Gc7HErxw2c0sX`;4D(u3kqiT~6HYvc^bqs2Zq zb{D3=n`v+<11%&hOQ`3!9U_pLVV&WxRNva&xVo!47EA2~vcX z-}zG?@=KgLD)s1d#gdzEOczp&PM~{Lf|rzRC?WA|zLF+%He}%DqZCFq5!gEF5~X)v zx>|}cKp%xD(Q|3%_KILs8+B!=C+@Ww1~aakfj07Qo*M%Fv;kP;lD|5S8VH>>dp+X@0-9w zajo7|MI}AymdbZZAdZu=e6S*7Jr>mp2NnFBsRpuhI3oen5GdMEpXdi@_7gN#Wcdnr zDo`(G_TJhP-7I!T{Nlii!wGG^chlDNnW@)w`~$xOc`A0Y=`=(kuSOQ6Q7N8%61O=p zfKZ954)Ta{CTWP9LwNzM;yp7FlC+R(Y9K>D?Q4a-BYAPS({fe$?bq5Xe}7ojN zfupyDU#sCHrOQ=)AJaj)^@S@Zb(u- zPcOGB$7Jo?#2~b>jnH>Q-%O4u(ol$l9Wj9Tio0H&gYU8=6~v!!@B zTb+oJ3lE4bc%7H$zv3yOT65nkAmdJ$IK}+ix;4WLi*_?3Q-z!hB+FfS2NfX-%D_`7 zlP6IvG>5>Hw0W8pEUL2eWG3gCrh#f_t}25e*$)Rb)5XmOpnaiGwmHeApmZ5)$0rt> z{7XrKYQ_z(gi2<(H9Z`7cI~hPhTer^Vv{=wK*rphn}UguJ!O?-TKMSl4=X9xFhSM4r;6=D*)ezHxS|0)f~c!@2YQac~^*ToWEjQY~V z5XF9X6O(?`Tnt~;hcZHQcsC;btAk|ModLIq!o;@YyY3jn z%L;EV*A`TSJVNvl4OSBilDiKKYDHkk5Jn!+&;W^767L{=zdL8F1~Y+1ier_cVm<{*|4tHvW&IM*86@M zJY~=btv|>>X%U*7I#)1XJ8PsceX&z3&wJKoEK=o)o3h(biB{Dz*YSD9=s@>KOZZNC z;JoS39Hw-CEcK1ydbc_RhG{Gl$Gs4696OljpeH!P=1%>l>}aI0@IY+t_N*K~A{KAZ zkYGx6v}Knpv^hoOb(ll(_SKWk)Epw`y4l$c3KTBA91-x)ifO0Mp<`i1$c#RYOZq(i z`HX#S9sr6M$qTRM!|=(>(?P>_LfxugnV%?@Gjb66O?aVpO|kaa1S@;7E*Hl0H}qdn z_ju1>kxVw2O14j7+m5TFtfS$iukLWhh+fL^-14fs7g$SjkeDXb?R%KDDYY=qrN;x& zfU0dK!v+9PJ$xSE{$K~A+BT`H6_7Y{MC#Qq0y1f3eRz>hpFl_IxhX*|uZ$H2Z$4hu z#Y}l)#PJLeNnbF&P zzVisHCW^rCUT895lH5mQbHMw?iP9i0!Fks*;JLE*u;$a^7YjB$m--uI`4LPIyVp+%TuY(Wl7}6}Anpc^ z&H8)Rdc0N{SXw*FJH-FWA%b;{n_5avSCU-lFjl9)U&x3F10kj<%jS z*a{ciK%xE?oP6qa^n3Hhh8DOVuf^2$TQv5lzJ|1y8|7cit62Q4u&crc6P}$Uq%&x zkg(xtq4x1g-i@P&MR)d?59iMP%7an*;oTbud%XFBQ5P~vnn{)-tfR}#jA0O;+zg@; z2I-i?WP2zqV!Qn5=J@bsV0*X<>CQCq*GfxG-*IP<4fqn9_u*J-Jx-1 zhF4~YrLM*nmZ{M7wUD6|8ZHY2bVF>TNeZt@(h5IU)n>~cC&1Xs2Qh81R|6AXb!+Od z{vy=yo1zx#?skCn^Rymf*jGX-9=D~V`W-vKbX7@h<2Ygc~aq+d8BcQz7(9F z+)m<-L_Dm~1rL@rAnHCUd(y?!`A7wb>fNT#UAt--UsQ-Ap*f39 z(c{mfx`L+@PBv$4V9LY8K4s?!^Z}R!8701w1r5j(UMSyvLyofK6aykwNWf2B(xi}) z!;7-Dl*a@Fxq#|riA4!_qD&|xr#?eeGmh7y9euopM_##>a2MAN5u#8B5xN+GOzqwd z4+_Cy@d>UB&7bKN5)xvm4+J2t1G7-FY)f!YUiQI6Vz~G7wW@#+pQ6_0-p$Y0W@j1X zb#xFO71!e=iUz66h-Lf@F6FB`^+8{T5C8NB$a{p5qbd`@h!G$-bWyYaw^TTfh{;e~F7Ef{(Qd0?M z#Eb+<#j1PXHaWvS!KsJwJY(6XC@}gAW;4zvd54*fBvsVlKi@{W(Qf!k4@RcAlWFA| zWqy5LwJmDX0r*`JK^&jJLHmF-9^IVWMj-0>HYe_Xy#933}Ug|DL$|3yB5b*VcZKs{>i`O}N}@HE$iAL{c{P@@*(XteiO;EP1lr z2AK{XmC?Pz0$C_)xJhldseaD7oA?3tHyr z-06MS%@2muM1c-fz?|kZo)^>rVY*?1Mdk)PhBqIt04LZflY1zdbg+bRY{f#z4jl3? zbF`RGYUU5*#W=dY!WfzgMZnOzhienQ)ewPo=3k&}9!JO{$TZx){iK_?;JvdR# zf@`O~J3cxSad{6UO(hZW#dH-G(>O1FTvDRtkTuW0KwmfyG^X)AV~t6=LyGQTAR~V9 z|G6PO<{4eG4X(+*?1&tx|L*No>q!ItvSX5**WUW(he*O7=kU}$^jZ4WbkIvev=)qk z-aDJGe#?^B!Rb>F{;_g@k3?D(P=dR;v~SL36_nC4Jc;IYHk%};P{8qGSF0WQ2v|g> z>0pM=_nq1ilm@~QWZ$EM7gC3DD-T)PCa_B>p8@YPlZB829XEbywsJVjR@*ZSE_Zjaa$g?6Gd$(oHN zejL;e`E!JUeA=Yhuo>xN@UqSCCpcf26W(|?{dhB*dhR^Gj#re#+XDjyzDrzvn1V1P zfUB%8G9S1>Hufdx)!sjjVhEkfr~#T@;V~GPb0Gwz;(;*;{IOuT!g!<9!^xbsIIe&5 zEU%J-DxE7nfM7YO2MqYeI#!TQLEdNKxYM-lm(OOzajA7A>}q3tqcY`SX<5PWERUC? z#%@|yvFkD81vlq4{^GBgC#e)j7h2%isR+o4r6NLzc)iRuTQ3IS&lzz7O1#gv2^!I; zDHpnYgok0j%mE9xvR7 zpzzQ zhJ+V%4%}L!nb+U*W^vy8k7B)e;&G@#dc{fA7kaU43f{amwly4_KS#yjtk6MXsFk`Z zBcQhhnN%pH^L1vTd_y*h{FYL%Nzw;PF;&(92&_jA_Dqx6faoj|(n_~z7Z)xnNB zucNoAsvPGW+CcO5ZV&TieUrPc*ILn?QxO~ffLwc=*>q}s`r-rfzxv2q03lpIVGvig z$Qv+MbG67sai7GK0%fPr&*!^Mw8Q{phQHEbJ$2B!%cmYgLiwUHnw1pmf{4{$MZv%o zF)i;kwF=H{?2Au%8&86UMIZoHH7n(q2HS!c(F^Lk^E!u;U2Xar_zXbYRC4zQ<@Ky? z1ht$@uaBgu!_da>OxBRJt>94ik>c^yt-Kdws)sQ?zl1^I z7D#H5goc$JTeUUgN8Q7?3d0^neHu%~$QM2o7L#KE!v`tm<3s|J=j^qvj>HkK1s@CT zC!r%7MLn3w1*QSC5cXOWQ#C6qqG4XzBZ^Qs;)#fSRYA<9{w$=bqMX#m%-?lR6 z(%aWvXBri7D%VB3o5Rx+`&XZns6YeqPe#R?as6AIUR2H;lrF zF-fWc7}WfWDA;i>O$Q-E3MDE{u1Ro_JjjH^%i+H-|JEL7M5D?97+*G*Om?##0_jGK zQ2k>kOrf7zyVn7_(-qm0gwf!FoqZzR+pgwCOl%9k0C9Zlj)z0%(l~oEdSNo{sj<cosXfjJn$3J+mO6IIZj%9yH-m#;^WJG*w7RSLwBW>m4B!Ht z7G0gxXUP>3BolEyriZo>f!{Jk|2nwjDu^JBVx-k~hSWu@>GoB= zI^3&qINO06R&=7b0umQxI9BUP00RbcpA*@A&-&?aUnITIxOiZb;o%RDj(e>D};w%9MviDiB zhkwR}YqA&f``*sEZnm*)wkiQ_r=ZHSJ-|SWbq@+sc1y7XU5s0TKbOi#m_2doLCXbhlI>_LB!+)dDZC!UfM8(eqR=Z^v;y24fYR7dt$jee; zL5b=mqxXTE&>Y22AndA(U7BpLLvZ~4R$nkdC=j87GToMPgm-XibZi1L$!WDL6`dA! z+#}{`Y3e}0c7kW5Md;Og+}(wa*iYHB98^6vO2wwUT+^!%>ywYNt=>BnZqRBXM!s+W zCd2_@-$4{h7m^=VMO5s&Kgf97;!)Bb6Fgq0m< zVh%`-sPc}g2lcr9D6Gfa{Do(yON>7xx4gOC7|F9{q1XcdPCbV`&6Mb+q3cbG-?AO(r0Zz` zXx=-BTzRoS3?6OM5!xqpNYHM62%INeFQ4K+z(3-gJEmiBoZpn9X$0X|l>{Orw=q zJpZ3KQ1TE0>Zg&BxGB6y%QuKL4u*s%>~dd|3;NfI>qqxd?Dg_!*v*Xe%`=p{oTiL#;1S2ufdn-|tnP;*1Ui;h0vB~_+~2BrD7x?O8`q^YlLSwT?o(j?My z{5c3NeidAX6NNMVYg5Qrh{6oQ4|`tQ2f&8V+M(VY-DOz>%3Q7{v_BPZ)cg74&8S~L z_k-`k6XmQFR-@P4R93JD)b{ATrz)Qj)*oX;*Xw6_H+u%8UA>$>T%BpWGOt{@_x>n+ z&Z%V&YmhY18tjV5)Z%uTi4>+znh}u$3AXk~){ToB4v|4zgCjGd%Xpo{l+|u=_b~Qk zuq#pwnbA;M(0Z8VA**S)j-)G-Q7J~L>G~woqab!qHo}xj%h?Jm z#4rd31D7`;tX0E`N``vi4iC6XPqr4zyRO=Up3yyFRT)T*Pvs6ZB;8F>@AkSoJ$kvl zZ+cmLNlE_mhfXcZ6&q}!B6!^GHnjM=%hrl4A8jF4wM$4Vz}mu2OFHIWI_Zyzt1qdp zIizH+%)NGc*peoXB;So^=S5h$#&Gz$G>WgybrrxRtmd`}pELaf;cIbDk&3VcP+Km2 zp_}x4ls5MQ2D@(Q0n~e-8n6(4_vNY9Vwwg>X!e%OgM31Hi-2l!6?vgpqhUEJ|1T63bB;Os78f2cRpn!`Zu18geY{Tv3bJN9u204Zr7ra)eah`%c`5fuir`?)eI!@V=XJ6 z(H(B~lw|cV|3{ozEBT)?gAY)Ibi!?tW7EfU!yaYvJeON);Vhsm0=iD>>{RXx79OPn z#uGhaKf(QZ6d!@kqi5yx=thb}l&bY2^>~?c(}vZ->bo*C;e(8w9fqFhO-S$|_VFE} zXRj53;1`yu_#0r2xGZP;A;AD>3J-i&d+ol6*Kju|tj`Spm%fUooSQ zgEU9Q$q%dFTL1{!o$yr~FhL?bM85Q@bhGOz*YMbLiQZm8|{Fk`-!7VInk2Q!5*$NA`F?RLT=Q*fO+0oUwbE z6=_H`Rk!X-g$o=B)^KUHt>28v^df*)+x02Z%?<(L01#nqZ$Cj|d+G2fmLCs2oa?Ws9Vc@a z2ls);g)RzU%Y&vHh!Q3;I2ME=Y<}#$#kZ$k5r5w6-*rw7_qXUbG_LMDA`e4dFgXyr zXQug6HT6A1)x=-r;6`-i1~l%#li$rlul%e^XBFR9tBBszh5Dx%f$?6U2cnKC(Q3D% zVi!u&v3hus70ZIib8*As3XG{*v?{)DowT{J3+6^2 zPV*pqX37Ud%M;BTmjkaZn=PC>ph_~UP+6$3>)>`laRgxs3=QEOEfT{rqg~>RJtm@K zsCzIuK>TCY7e1SetwhYvAd0+#?gl(r4p-P?yP9}>zpoV=(_Xcb|sJiPQHL2 zufw>Qd}&_}>BQiLXX?o;rR!#h@JsFO49#a_%}B`}{&5@FXHe3DmAR{o*pF2mxs}IW zRynCKkMDJJ%YWq2c~#=qT$WP)!7+K4$~HHj@oizdsM5@ah^qV0-q=^(Ct5mLWwtu6 ztkN$1iz&GK$?9y7l-)@ZXVLK`ArPVlfXehm87)sKx5hHOQ&AZ_`Tmy2V-w4ZAS-SF zlQN|{D6q?sGviFefRNy7sXgqD;+%Z;sGz)o{9rd_YZFao^b{zvJy=jJC;#lH`l#z` zoNYxj_X+|T+<`2FoS3ldF9r{2rTNg5AOY=zzb1alb$n7HKY>95EHD{8YYnj-+;v{d zg2QtWGb>Rcs}%IFDZH5cEEC~3S1%aHf*cNyb|rk5BOIF9erimy1P`D|S|>30lFOjv zq>9`VxkIl->5M%%Ddcx8Rp33 z$39g21fl<}0P0%K75f>Lw58f0EVHo$@A_a&E=kNF|F%4n+d(UOp4jlF z1xU9CR#!zOw3PVKD%kZ0!qu?C#(vEyU?}~bg)Yr_L68?uL7~0enZ83;O&XAwbC0b+ zGj$6gGG^(<9XaiqN^ZWWe*-PFP=Pss?niCG)8!&za4!2W=}NUG)@lLa2!ZuUD~Yxl z;~GRNcD(lzB#5;daW55y*Oe_l$k`soF|aNwXa2_;Wd5dQWh;tyxwWOQN4PFNYgH+> zactn;EOIH0eo1`lNU_OVYDqGCR|q^V2QD-77f{tpllQA&~^n1 z(=_uecQT(>@ACyO5gC+<*-$V$Jw3ZEZP9vh2wivT-DY@IQ9CXWYZX-sJ^?K6N1qFH zCBBh+dHMCBxjwxbnqgF#PvJ3MI0G}&&Vte>H+c5!DnWaAy8GW$DM}Xr%GwEG=<0o_ z7o6RgHWXO@#GTGVJ`dxJzcWx3R)|dB{N&B;V4m$nrLFfdxCx@e%F(pR#J#U@Am^}b z0~L-5){*kinYk_oRUrEQN~BHFPF>}I8ftRVLZ_W4*LBKMIOMZ97Y0CzA){CC?n4tz zGX4)PQDq=#WO@Rrf%SFf+^mQUcw+Z=*YESwc#yP zQ|9zSZn!S2vFma34ehnnz&I$ur1pK2ln3Q*Jv1KpWs-AFmo`ojqMm2ovcQDy;*-r5;lI*6-mQP z!5+ytVPx)VynEP^PAJUZri9PTXx#f?^1kLNc{mZN`LeR z7TrKRrl|VT{ROi>#z*wGDc7Id3wyr%4U}hwJW0O|ik2?gckTT0HFM1XK<`nF_y`u= z4UlYFl*?(tUxaglI8Y?p)8D^`XUHqZIkgkRrt;@VVpe??fmY3Qh9O#|z#D0FEsx() zN$x(?2ldRp36yjyR-C~qE#A}J`*b*cO%_M+l9d0%$CgvOd*J1wQW__U zl9LSo3yHN%1MYTm476lSL%nWLs{nFV4vq{y$fG70x}#bf4$n7l_vk6RKZ;zs;Kj5W z2x#8T zSld!<`V`Voy$mIHKEoFv!~9-=owjguU@n_Is02ZyUcdd2V%XxSe^ICUqV*IsbetZ+ z#5CxecGE&;BKta`7}QokB(0^YSDX$uc2p6{NeC#Xk`Im8K<-p;KmI0A>A2LAvV)oI zuldgd@z|Q799pt^QXOSpK!2>kE+=0qR$GscP%AqR4M^GbcHWdl~40 z7`#x7q@{otmj)_yE%h=}5s9J}xS?8_4cEd#?KlfPDA+0IG6vM7Q_s!7M)i!-I8N=$ zkJ-e;H4vP~v+BEZ&eu)CqHgi*k+de=G)xZ<@~PEknExIiqZs%f#7+KaMSD1bM);4s zio0hd`!uGv=X$70-x@_)Lw`rt8lw&ddN4mq_{^@6K}_9<^f-PhKOnsD$m525N(tp= zP;$K?Q1ZPSU2UNywORZXKUC&4SvlS%(m_LZtkXHkZ z7EDW>{FWSdl&Lh}Uu}qBGK<@rHSoVUHNmKis#7lvGG^Gb-{Mst53+QCUv`Y}R-QLl zV5Ddnm4roIpnY}znMO44w}b6koP!owXgHt##l{Irv%svJ*f}V}dZx%kT{@50j&$nm zb2#(;wdz*La@AXCLN^FaZ^U2m!UEA`YBi8y$H3$7bm^7=UBNqe|M>YY5r>`j2~hd_ z)+5WZxQDquA?AhS&#&Eh+JF;fxlQOmDP}w(VtpS5qBWa$feNcE<%4xAi^Wj!{S7jB zhPwf)ekoP`7Q*5nUlMNHV;20%35t&xDhIVjj7`q-L#y&lF#eH(^*^d2iafc(z9XrS zZN|)^m4m z@9)$k;t_|&QZAYA3QTRF1(BixACYa=JTym*mPoHy_F>~*Ft*S()Rt|uo_964ckQ7s zf}}!2>No4%mBSk092}=8WtqZL*6hS!IKWjex)+w-LGZ zXdcRje}1faU{-M5&(JmMs-w^UXb$>rk&`8Gdazhh&*~)hzHbS)fkkN^4Q=H<$Lrsj zh`1!L=QaKOjC6$s6eBIep=uI8KNQh8R{!&CSLQ-x25Up15^FS4zbD|fPmXEb#ME~}-##_?%H{Pka4s&j{vS_B8V2RfK5N8C@VdrI^HTi5!?sn7 z0B)O!Fw{5nH%N7=4ywKJ3}mglW#@V$2~&yG3EBvKiILyz=x*zWde{40$dkVd!ypIy z%LCcSzNDXukzwjIZC2_YC2?)C*bkj#u!bqG|Wn%=_{PF)0w;75Q>g1XK zNdjoaN<$6qnyiXV>cwlQa0^UT+TdynSr*X~*~4L1iy0Ut!|weM-D$u_VhVRm!MiUf z+kSun?E3CMfaCE*o;3I!;!t_hF!brNOSvLh9>*nOAt^ z-%h?rp5V;qj+ADD-9SXSbIpQDM}-fKW70rGUcusyvD5dmSHWe=$Sgw?5*rb9)6-+v zV3k7T0ID0#-?4{ohOhdW%bp^orv3tekl|$(zatzCGln8PywX0ej|~2_X+SO^ zkkh#Wr5x^u6Bs6Af`r|wL0sAClXDNp`Wq2mV}+__)||1L=8~Z zckJ)~iH^VGE+QjUXe4N;^OriJI)Uk!Gmm0`jgF>oFlRwE)|jxmPBb#p_=Y)a7#{EC z)?6hHk&-aeTLOfK+&m6D3+2)d{aj#O;!Zp|B`rju?79w*R-CQYA>hK<M#pJj!GLVMx(;wkWK6r|h0ScGo_d8{hF6 zQPnX+RrZqqyX|gTn~(QC$~B3N@O(cpIT%W}lmuJH^`q#JrO#dF+}`MwsA%6mrbkOh zD9RVUc#f%AZBE`-c-+_5Dx?sbVhovL5$_J&FYa+?@E%OKBkR4--`29eyFxUmW zWqN*$;|h?*wHZHy>ne#y0IR+@^fMZVqnhYd28-TL@5I=^17??8>zh%f!^q2Aw6Vj& z$rYY{j|lzc~YGrh(qSH6xE!87M` zj+Qc%Geg^oSQ$?%*hxwoK(WN)V=tq6oO1Wl1i|1y`GNOxpyE0*0#xq_?Ausrrm~ah zQ80N7%vcpHEiEf+SCLA@LUh*wtQJhZYt>$zz!(T;MBrHs5F-U3y3gnu|E}G3tkal%+n8)^^{YrF5tgcu)wPqJNVY&@(WJ&00|AUI zJQqk~Eua58!uyX&^oKJt4?K{{7{{>#EV@?mI;~s^{+RdK?r-d}$p-w--<7&0{~(Dq zl0vBkZnmil_1iX12EhwQPSh|&VtF!G<(*4!c?`Y6#E_L3{=n4Zl<-(AV5dj(HFf2M z0rs>9dk!|Tq+b{3AtJ0vU6~$C3>EUFt!>ANhDDx1=m9Ek;Cz&lv$4Y#o}1H!WHdkh zjgU)BpB1xV(uV9P4}*nfaUYv-DHo;aYem=%a}?zWF(SI+0WjyDWErzv&^KGVxqrgTlnmE9Pb|dpK@{T{3hq zRe2}MHgh?rnrDWOq-a0iUHcx(5$OGbvf`YUnO8`TkX*9P)ADxhF=XkBNrnu0P z2sCl7)Yf0*fNQl`Lf%z_Cd*XVL9&0*RPqQlu`?-=D=rGm8mZTr^YS-}_(v&~&Ea{P zfTior|FF{m^Y@cKXMAh096ARQ*2+_*6wW#9<`(#pJlZf%4-*oSAz87F(1hi zt6o*iTc#13$h#t&lay=HH%*W!TDWk%4_N;u?+}P6gFP{afp|-}Q1<)xK8->qx;Dzf zDX{pNgNN-_!0Q+y12)np6wvK}f1}=h#M-5R!pfGC-_85Ee21t8cf^>n{pxa`Ml)Yl z5yAT_>uWq013m}AZ`wu4L}CE?Ycrz&bTWv8rOw1o5}UbTg5};=jVfMKq*E>ndEE8< zFE@RxqoMvd0Nnpi*^szfC*@nWQ%a=9jn2z`?gw|gTVdT?Q=}TH9(!aI^eI#oszlpQ zxBT5foSCtqz{TI8TVc6`bH}xKeY2n~&b+H)0EkON*=JLN80rkfhShPcYIL#?XrDtj z))e4cK7Rl|6b?bK3RRk6Nj(`ML=3wqpS8I~v1jc!-ND(a$XoM;lV&AUPWbB7tvJ#u zG=3FkRLEDMcSED97jLK@{WwiPZVCiC9)P-{u=wqOnSVNif4Kx)2^Yg*D9se@= zTI&s9_483aUR@s}2zMgYjr|ch{EacE3%={!ZL&sXK>@2DC5`m|bfeUH-dT1I-b3%j z`Q*LJ- zf%@ora&xv%zt-3fn0W*umEtqw*Y8m0`%^OJgf77gR<9CM9JMfs?xl?}^ns~C4;>2N zh}b38iV#&%`>{lon+SYY_Uw)I1%hMDIxQWvK`tLQyMNLu7Lh8+c}?rgpsRWdC|Mqi ziNf~*F-1iO{1uELTK)&7o^3%|6~+{QUL@kkg7#_|W|GMH>0<+vU0Ob6@7qVb0Dor) zVxbzD?d<=nXF9r|WF{1HCw}CAK=nFlk4l2YdMM+qcRb%Rr86+U!D2+<{_3&SPVPqF z)F1i@9#ns`XN7|!AE5R`fWfp0wg>ZOXo!+Hy_~n0+dW#ygV}Xl*RHGP3|9zA1 zuW+D{{Np7jw3i)=YbQ(a43HI5ZcBT+%~jY!y0e8B)<@CE^cq6Cdn}fw}26&$NIN^9JAPkzx9oOp!h+Dm z`U$c`bXRrze+w^2Yf`)F9k(epL?YTQFvJMNMr5wEQy<9A>Qi~AMLxH6ZgGK!6n(kt z-H#e*x*ySMAGaYK8~P4)Q@JFRS#A5%_2PguS_%6GoxF*T)u(+Fy}a=bNIgA}!duaa z)>I!6g{2Vxb8-!#Q@#2(RqI3rY|7z|zg;oh9+f-ACMHM!=ntuGQ z?nOTs?Gw+jpn}CP(~xt_*FFKGLIHy<73}~X{Doa`>NNEWk=4PBh+cq~jUYx_GH(vN zo8KJb$N)L``dHnOZ{i-A3dlz#e`1fyft_dM*5_29q>TcU?CYN)m{ywN`KyKn#vo`k z8UB-~2lKZ& zyKaozYHj9y7qWV5xwfLU!;|z|tPRwbA*{)wrtt{cWTJG%|4?6AWgq%p!#)N=wKtIt1Ed5; zLz2*a)FFO`%8adwEBI~}bF6-n90U7OhJ7f0aM^0ihI9)|gwwb14N{T7k<}p{Q?Q&p zc9NKwfU1d2oVK8VGAP&(6D%G^ipo(0Lxi7wCCO z`#SIJ#1ED8?r<8sanM+ewX}X}CYv2T$+o@s-_0mW9;YNOCMpyBl)q4M>KLK7`s1FA>}^{U_We{JHK<2>a>=s+j9K^I1KewW9F%3a6+_ zIQyX^YgF|M;L-4%Gn*TqEoW4REks+2!j7SQ@9RieG%crFK#D(GfIi9$GT*CE$qk|p zo`i_@94lLu&Cb3c>gA_Jf#jq?H(UVfq`6)h`vjHfy=FE4D+gavtGCYwN_nzW!SO5q zHtK!Pjl}{7RtYdj$FI+hznpeKIS7KCqXkG84xzclr4PJAds?W7BCeI(QDqmi((VzD z8csZ3-`QOi9)JFpTtFf}8ZI7bPLSK$t7+y(CmT>{9ym2KwHXc5u&r@0J)F>@{kIg00C(2yfrp~l@xR4wy z?I*?un%E%nH%b!_Y&bi3yK(@BJR1#^z)o=)*j!JllR65IxbI)q*sY=4mfts6VMCq2 z<(k}Q)j6v%GniD_<};62PvU9vNjB_VqWy^D1$>A(BT;#uzRB4nV~jA+b40oPUOxhxwBpZ(oq6KP93CcRav=kNQ!i;p&i?j9Vw4{QOc6OKji^ct z;31^e%+bws>s`2aJn?{&bW~BGxsdQO5XC|EV{j1Ai|B?oBy0}JMtLle^+rC)AqyeL zRP@aCmQza;b}orr2)~F7QI!wCoXbsG(B~N9$e!ai1|W>Nm?+t<8;wh-MjnHp`+OYESKN_4(0?WgS@kN|x( zmop79P>I!2bBT=iGSB6#rt~Cqhi4n&LLgJf&IYp1b6!-Jgzlvz68E z{`1k_WfAYun=orTP%=?DVX%GN$kQZ; zk8BF&noj9}OQO`YuGp@{k1@l?!4uK4d#i=YSFVyg92^h@HF|NHr)RheIlwdU(N&VD zqm^X%pLtsC-h}^M8C`3 ztt_E78^VhLTUwm-Ne5Sl!TzFjaA=YXY_6tq>sxhacpEt_Wd7v6?{Qv77w?=t#LgIY z_xzD`EeMM4-iF-oV^0~2^qobC-lurxwDf;Ku9%p<8@d>s?z{hs&zOgWVibF4@jx-L z2sB1%lAn(b?w2G0isIvO(d2O*FR;3c} zU2ZmRRZ#PYzoHLh_6hELogFL0%KM7mdzaLI_J^j46AMJmo~YhX4l^ggf@Wj%pA|rY zcD0QE`S7QHN|kVA=@0rM88YQQ1{m!h1h|0BlUsTdK*iGTj$ZZI*W!@VqqdYhnA>7Z zEGjE;9J(G8W#bEbbmc{vh>>9R0-Avjoy%_z5%NQ^LU4+Zt5**cH2Pvanz5HxmdCEr z_A)o(f9|PWU91`zp#RSG)S^l|e1#iw$!~dRXW$|s??Df+eiqIs19v$Jyr>ZbtGfJT z!!3+wP7$U~4eS#=3o(5&eKpppSq^6GqX^#$z)E1~Or7hNM<~}TgI~O3+6Mt2tOvg~ zp?!G7*yU0qX9?Q=QCN_#3z9IMRoLkLqVba!uZ$(i+-LB2{L(uQ5!)Z1a@F(pocdmG zbmy{^7}3zS1iix>lS#gpn8LINe^64ljpK&dvW$kqVHyk`LsWkwENlN1fH4k(tL@2; zb4`;KW!xoNhS4FgLj|krt(kR|h=F8=4_TY_8Vn_w>i>wogWKV(6T?a|y0l2q(ZxNb zN0l$(MW~^28iB`Vlkis-260?ss?$FK*13ta9CV^Z?t6A;EiQP6L2QXszuk`Qzk^#L zML{xX`)Qj*-27Ek#cJUn!f0;TmqB5lC?-d0gqR!YULC^S`bM_aaJmr{B2Cw;| zfYtsiEU#7Itj-@t58X2{JGz_w)BxzyT>%nQ0#>hf zS?Dj;h)v%{SNZjL$ZCB(VXWAXbv2Am5DbT z662WmHwxbsT%IyznmpR6&JH~1cLA86E_+@~n0y{|^HG96PG zZnUslKU0?UfIK_?xMfo@E+6iiB`QOG0#ELpEBLlLsh>M}v^Rzg1QI(p1c^4NQCDbZg97$f;CDvs_>41QgUcR^HQ50j! z0O+pqRBiW}-J^G;4*J6Iq8}M1i@e1KGXEt6O$koGC<33)%$pADysS+ksstVgzGjQ4 z;ZP&cl6PF$-B|c0HXeSB6r#D@YI4NVpF-IN&4T4$h@H_pXw6)>-Lo!gT_`grHHe}9 zqz^Dn&@RAf!>W@M_JU+tsZzXhMj-o^$4)1-sUX;X7pagG(5+FB?6$_o7RAbWX2T#) zQX#Uz=JHxML|#E*5>Y@7W&AN`6M#AT@7ai{S@0HfCVvI9P1Tg^QphnLcExR8%IK_>AlUoVaB*T zBwl1xeVK+l&^n`p+U|aZwA)REEQ-a1Ls6!zg$}F!gtMR|xId|31wZ@kQ?$>B+rQ)~ z>ffxOdm0JyVPfQbgCD=Kdmgzeq+$eD*dgGDjO8W~O-XXmhdK1!J^8HgR=|&H#QyDk zYP-l44!#u!gIAR)L<;;AS!8!BS1QJSITiym*7qA;Y^rf!PvZWlivBBC#_epIUUmgP z2l^{_NC8{8e&(NS$QJTFVS96gy~CXhbNIARs=~O7ck!QemAnYU81bPNA z+YGxKT1iH6-2(G}80&J!W=?V{yjX;+%G?X14LDrmDNP#HDxMl^YU`9A){_Q!h|GH3 zz>N$LO?^hHHoc%9sUnaur>Ycyhw3_6J8+ek+Eq*va)QW4!jKs3qb(lwLAk62#S|a2 zNjT3z_QeK@O^)HV*Pf9I8e7WA)J~_L=41HQ}Jf`l#CLAJaQF5Zu` zkd}DfYW`RiVkFFU_;bQ=i|f$*?O$NM0*86!{oPtkA8Xm2T^t)1;JhK2Nyv_>NHDOY z>5qy5admD2u~fx8oygtYObW29M1o>LNdUNwtz%x|+4(r?XJDgK^N$ylYd?24m{Mc( zm#if|p7Y(7;QR*!h-~hZkxj?C7RP=-#_VurBQYXM>|^^xJs0$0bUHZSwk-p&hb=oz zDrcq+%5uMi<;+O3pNFwy@hp2DPS4P??{9ceJ`WizsFys7*!G24NP_TkOMP(4!*Mr_ zoAVZWik)_4NSuitnX`KPHTF?evR8G0K)7#Uw!i`3yv6oz}CfTGU1 z_!)~U-{}z*%}FOuUeo+lg52YRRL#MDq11YA^45rhb`y`3D4kFlnD5p)CC;!D2^(Sn z|72CLoJ?*AtPfs4Cg}K?5VMmTH|b7|j2E0FP-SqfFy{vv>aa&kqcmC6GTg4q~@;me4%+|M0{&+ds9Dg}11= zeOqxtqd^QF2{(%c<8}2f3Eyk(vLN=@SoOLV(Q>l(tp0X0w10kXD@?CT+Hv>O@C0&* z5xyOS+pT#kUPqT=2q{A#v74ms?vzBy3B#ypB+k6gP#r#t8WTbYM55s^ojM$uudx| z)f(?#wQ7d35!AWiq}sy={?q|gF5UaY-zYlNxo+iY!Bcxh{S@k1^$Ez1%EM$2B0xoe z??R}*Q1&*$#`sPYg&Gd#O-Y=G8)^W()2Dmy43`T?7@pimkM`AC$+-mU$j|zkhpu4nwU@C&0STX(`2H3$>w*l!4~* zimOVR`m5vdDDwY+u8c6&?_$I|CG4!0o~EEJw9XHT8?y%No{+%I+1P1XWX>tE0MusW z0LA_Si!;Nk)(n^WK3!(Cg-A)mF4FRd$RjtVCisuiM`HLB*SozMR_G%)$G;^eh}qFN zeulCmVH%q`(Vd)MnL%?FFbbA-<$_8!ff`wq6JNj|tfJbFMu*^ye#kolf;F&~oRYsv2pDSwZc?vpJn%@ENYHl$7<1FLsGXdGkJ~Nc^D`(!(g<7W zlrS_qDXlljXxme3ZJ97TTFv}$2R}*qhIMwv68CqLAkBg!y$#srGzK#dcd{YMSgvip z7DlTg%a3~p?`&+Mb}IoTotfO{hW&Rlqw3n^zbylH|Gq|@-%-@n#5bsrc%IJ$$D$06 z&jQ%SE%w&Hi{oUerp1g(wkn86?)~g)K6vPFyoUS0Ch%-#mh<|B7Be306G97jbT(O$ zI%?TJaAXOt={NP?AWrdv=bc>^;-UIEAe3er!{TY*bL~2r#MeF%{Q}A%JjCqc`^8Z=dVTI~f82 z{cob{4y0mzh-sRgb~1N9&$VdnmY2XYXHuMaToD)d^Lj zNC2skLLs~B?FDj0G1p<&#PTAO(1VxD3U5aq(k zv+##M)dVD!!GCgLG0k3onr4nn0EwLI<$#d62TaafJVOPM$sRr6?)l8|tlp@om}5;} zQyGgE(o-C}603xmygW&J3T;FiYJ$|ib?O64)^*%;FWa9J8k+u5dgXCC!BFO_4Zxdg zhfTUbRH63j75JA1 zv+47eVbH1}!-?80EmWYu{ibG0R}pD1d7m&-z&fo{|baJpVFkkNKn>@k?DS0YJz-t`-#%=6f4olrLa^9 zB2YT@xX^VNIBT+<1WxF9^*|d6a>9UmM7{SF?q*!sDSKE*D-D7-%}Mf4EtR)v7%wZ`ZBDk(4=Bu5KSGI-Sygy)LwAKwsQle}q$se!Hj0wY zcN`XLH?Os-wM$Z{&qno~D9!^Eta*Ki*9cuL0f|@r=j`WfhL@5lct$)CAzo;8^ar#~P=%K+*EWo(K_XFj6+^6> zPbg%SVN{4yHttNSdQm_9h*e3`m<+`J$94pvaBUp>gTa%kge+Ht`%zl`Qww#gDub>T z7$5qpd2XJ5lQ&YuPvxT>N#|og1=inE_dtrO3)gpDVC#D}%zx~$tRoADeKOoaH8X}b z{u#K>8-D2$zOSy8=M(zB8IE9*pm+ody^=UT*I;+SZLdWwqA?c{N8F~>2=eL0(W653 z`ug2|mkwWWSH9606iQ$`1@A7gxlGfLjiBp{XUT?JK416SCq^>8y_3?uat?_8X3=q& zeqS>B{oJ(fT*Udb>1#@D6+v@e@G(JpRe;Y z5WkN$Rp-eUYy0tH1J)r1P*mC8>dhCz0SRr7YY`&d_$qfwVq8J}Fv*Q@rUkd{Z3oWb zLd%^q5@cM{s)=JQGd#y-c^8r$Xdz*Ou!KOSjF{guROH22%W1gL@=%YVqv8^)m(`r!~ga_R8u%6ug5 zYh7M287M7wDnhg$%>bA>ZorLCd)D-A@6MnOKn7ziw*5w6i3NwjzbhA*H`uTzxqqUK zmU05T0HNU7WRpA(r$|z;sHygg&6PQJy6H|io8)R}%3ce#tpLWXTD={Y641uAP^&@O zHJnr_f=@XdLP)P`fBXI}0imCQ?f;l`EgYhI01thoDWz5s-Yrp5{b)AVV-p0K<8C1~ zu@I1ir9Zc`hCvVy$qF@3NZg$G#56Zgdl-M?&OM)0V0P9L zr6%HX3q&K0d}{F*+}l*0OPQ1Lx5$RFeljdlsSG@{ET3LNn z!N&u+Fbkijkzm@0_QB27ghGf~dJs(hz5JiLBHo9VuC&6s6O9au@zj+fQ`EPm8N<0N82f@K?mCtBpUaNrOrjxq*<%%~QLCs)ZT{rK0H`&}6sns{IuFsvaJ>V+_A8o7GLCq5kKCLdP+~;E;_#4J$&!o_1?}CcYf^D z>tEF$iI2iC62ao^ITv<3vgp)*vn709`X|9muow93?Q#@O!51$XOLXBT&v^98qXKwn zTpN3N;3g-k!s`nR{j9+>oS&xvgxV*i>qniqK8_ zkwxX~rCqL59{`_@eJjZAcbzPas30EglWV#H&xchr)D)@aH1Qa&|H8gl616 zm2rd$NbR(UpbEqkIOscQ_rf3exB%QC%mq@xu|3hJ8HRD?(fjx*2&hYuE$%U=ov;vz zY|ozkNfx@ORi+U6`N7WOz?&v7UYyn^f3Kq_z|=P!V*@#LY(ySs9<_$huw1W2eeX9x z@b%Q?XQ3AN&#>TW6-Wyl2dG5*!M8=r7V>>gUReuDrcZTc#b9%e;B)jIfxwVdC+Bi) z40$zTO&t8}{xMW3P+)QO=Y%E9{+9Nns2^H&CjYF;1#d#L9utS}tLWRe2D8U}LqfrA zH+>1PO|Pv_7C>bd!S@@L%_h|Nx=u18g?}39mUmOD?EMz80N&`W7*`WqLkYcqbN#o2Iv5@!Jiw6;>%F)=)6>0##0GN@TU7m^1m|`S^eo^JpY5 zir819m#XYUMeGA(!y+INK1@-~ZIq~g!0NY3$dco-C`7RDFOo3NXsgB@>Zeqy_f1RL z+;el+%aFP@4GW7MSHI;o?M*p2dbH~SVaD1B_$Yxt<4=MPQziXYiCxqcNN8M}>MR^Z zC84{t^ecF5I0R+tO=Ws6q;d z+sn=tkQ*4tLtoYLQm)w8G!t2e0Y1Aa56EUx@Mq|o!k0gnH3f#BsT9ypba$qM=)Sq> z`&*V+rtQQ*d0fe0Ae5DCVkD6cZW;^R%0TN>K$}Qz7dsZmpa>F;F#Sqv9i11s7F_Gq zl^3GDtQy93U3@-O6Y#?iUdBhk9gQgr^ds|T?rrKtMd+GGG$TslO#=dxG%0pw> zodqn*5L9pVTrn<1mqXOl&YiC;6m zgVVDTpoT4#E5nyG3&AvTFd=MF^Z0mrh6bpVjLX6h|75JvMHJaSfQNPSe3tm$A>l=; z-~9u#A``|!liaQUiuW=b_P!#KeL*rqeWn60bzui#+I1#`89uKig3&e&Is=pNXu2z8 z042*+6Q3Bg6{?JHA&|X~+rPa_RG8?oxIFt(5Mdxth;ti0t7G9K%P07ZoN<{2wWc1; z$jtx_Z4U=A;+YE33YgA|CkM9n@Hf9tL`L2&uPMW~f$-f5SiB^qZweT4-@~zlcYy(| z%DZn*O<8W#nWLp_FB^&4pW8P9CJP*_1Wy|$X~m+fx6P-3<}@HfQltr4@k7|*7+5ND zG?VrtqV>aE2}NUJig#2PRghQ{FKZL^?B?IMSs4-xX`q{q?Pka!S+Iu4pd}Ne;|fgA zB^_$w>0~v|#2Z{;ys-V zLKN|c$WrySw{DwDd%cyFld{hdsJimRIGHA%DG4vqElXN1#QS-TY*SrCZbU!`>eW+R z0!))fiyA*;8pN{A@>S6rHde8xZZt>i@O+OW9(RmF27naKHzZ zRMWib6o^hH0%|T?===yVoZYB_%`uR`Y}^QDTH@ryjQry)O7D=?=;K#4Hvk6Ri&5sC0qFUGNU7J%KInPbrg z=ll-#m8WlcO0FCbQn{Cr^G12ZP@3s6QP&qHf!7nSA06Mlbu8CfpLvK4RQtH7E)V(H zhzilVNZLNyVG0D6kzkW*{l&F7Qz|Dj8>E+$4teO1hv}IOSw~?1GZy2&Fyk28&CQC$ zFIGpL3XP!kCMdp?+^N35ag=zwDM)4AA-1)OzP~;aH%ns7g?;!8_gNs(_*-kcj2G#1dx=(P4+3=ECp2$W zNpUL4wcbWNq=A6K~q2jUAKuJi=FO3IEHWH2j$x^@}QG52!#VH=koN&DgyN}fKQ_N8+P z*$ZK4icsl{OSEi7w~R36yG|FS>}c9SmH{*nfpJ6*?0Dfu9H!I}ux}dr+3r7r-U!4- zi$hiR@Wi+AVYHh|SY%n2HQsSHlHagy1oyA{GpO{*E0jhET$oD(4 zbv2{@2ZCQlF)xtSHSkYq>N*uv07&>WR5R`wAppF3C!rDc9DTsTenBm2;HlEvuO_E? z{?gcn#n6=;B?=W3wzF%RDh@N^Xn=T*TB}vH;mm6f*>7m4s50_hlrBXcu?*q@R>X^&cX~mEmuk5{KRx|?U}kj}|C~+=HlAJl$O8GAQZ&g< zW8UCi6*iZr02LmBvl0PYOGiLY3ZxU+o4VW7x#6oQ@vVzHjC_RCv^JyrpT_~lLLt+C ziu$o+#l4+=(0kjycJ8zz``(ipLIudVG>gAoVlBrAKLJ`bQ345ObVZg-G~BC0H(h)1k49fK(kuINBrC5e36GIV*B>%Q4<7MqGFY5 z+OK&m!&0;i$aJ5;43$Yi%4{eZrNSCa$ z{*ABEA;nsmLU%avsaMM6zC|rHkiQUPQm-p5H&o43jxT}V7UQV-7f>|-5N^>X+&}O z^%E+&J-9KCho|o-J6fIMI7JY9Sg`5 zQ-GLM;pd1yct~Ub*RGzMQTJF)-1>B(jT^0aT{nr>-_nb_=y9LDoEwhNY&a63mkdr) zkX8`daafTV<0%~Db9T9f*)}@7l62}f%nkB21P^zDR9j{91&X7yZom2nr~TjsI8zDd z-^yDL0>{0(l#|(Pf7xiVoxqY z##vr!O4@mpj~9iZJ6#fc2mpFTW^!PK?39Ve%{^7RI5bho7>M{4j=bYGrw&Nn2`pvU z*0dmbFHq!uskGCpj?s9&i0L-kR-m%zUFCuFjUH>YUGOg5(noHe<3HrM{5F#A;}+-6 z9mg=+xMgU`v%LCIehK?E>A?tOzmKUH8Z^4#8XezJdOh`GsJ;~Dm0PMPLt!dC?oPMH zARb^JxaTkwl=$m|9FqGIq}=336O%MD$fJJzmT8C!7r27Q32QzYJX_&#pbi6eK&*R8 z^j_YM1g(GUZy16MryH<7tcn@C?JKH~-Y!K1l{{(?eLS?wFbI!WWFs=eBPmr%c`>p9 zxHU3m@%`eLrf9?p(J*9>@q6L zTm`bA{r~zg5!$1Gy2DGQ$O{$B4~odn!|aGWw#|rEno!=<@iL?Tj6u8j2bJ=uDbj?5 z)GZ*6Kih}F!%6kf^&=Jw`)v+T_rmr~#RT&7PQx)+5yoypdtDb8^kzu%v(qa$MyS>N zKv0}a88drNrL$E;tdN9J=z>zbCv3WXq+!x@m&cfkF6PS*Ck{h@{MHe!tEu&^?q9eP;!uV}^A-DuWY4-w8SlKbt)TiS?oIVCwUEV(bn%;e7EI!$a#$ z?(|eW0e;R1e-KK@q{-9+zLessd0jaDzWw_RyCq@R35o%&Ys2&n83bN57tB^yvtTSihJ6CjGBAgXDMt&7$w;3@5{Wk zJbz@bF`;@{;^ZzQT)9mhh8DtiE=P*v2&Wg*o9xw+>XSzw+KO(;hq7F`_}cpjTxzi#;P!GM)1zMW>jza^P=>Py9%coUa3e{c#!f&JhykP2&KTg~y#e+&>}BX9{lSC&?Gg3Hc?RR)(-kkpHHbP0K zU|>p@;gg|ocd`CA6+GD{yI2aMZ|2@yN*2(!%=WonlqixSt(p}gsQuyt1``B@*Hrv}* zrX>d>OX{59tXc_P_h`L%UbZz+-GXMfIKcx$(A%b~-vTfho+Z73lFO(t+rPsc7n++z zld7W1reO?l@BQTYZg-{!jnKwaaIqQp?&&2NY9YLQL;k<3?Vb|`Li8O>kDVFpiN+ge zNli8B6VTn00$&wOl`&x76=;7J(XN$1^W`^p?7{k8(shqI{TSgQLc(q9HHU{?=l}a! zU!;3SKcXzJ!&o)0c&<6mMqvH9udLGlEXslZ(oT`lgwj!vYLUvL=O1XNuqj0hn?*tj zNVsIyCeRAKQSQ6}VSi0SP zO=+NbRU8T#b|EzHpaG&2=K8_?6@?cpUh1GT6P^hJ3GV=THI=jry$I185v^$F9+S*n zEOavVx+)O~Ez`!PgE_B8znDH3#h>aC zsZFS2k_EO@>Q&cL@nnE9=q{kImVIF79F_mni|U3p(@$$+zu1x4*6wJlBgqxwYzd{a7$kRjPXK@lM z?>1$IpZ)>d1HjF`w3+{;&x~CdyNTXBv}jfF*34k0`?>5el;g+MBPE@z6odV2dIQ41 z#Wsd>nY{A0uOXvqf%-ui5kmIoRj{Kw;%4}JK3@S_?JM{YC*DXR7I}Y_@NBgjRsNsN CoDezy literal 33770 zcmaG`Gq5lWjC{6j+qP}nwr$(Ct?${kZQHhS|20=$mtu>|WHXc9EJIN6DHtSGm_*nc zEFd^=K~V4-Ls0M%5Fh|!5Kt6D5K!2EC4(J<79%+WDHyOS2oy4>UUHIDv?viy?uq zjj5rXrJXr}ioL6oouRF%oeLv91MU9;fsx7ne;|R9y}b*8upkhE#%x69`hF(-4QS~V z;E1ML5`1PBNU01^ZQ00&3MJiAzlsHu$wN_zvAmlLH|-KCVZCrG=wmrWvoo8Yw5bgkU~M1Dd%D$9xY{wZ_==gjg8YR-3u| z43A+{hkE5uT2Gzcu4D3mI8nY)xuQFFiFDuOV=Mn*D*)f^{{S$;T*WaWBQA1aeZe@3@q?!a0s z9q!TlWj#GF{F%pRHQv=SY#bJE3#5m6O*mq#@*02C@|^i>siOU9Uj5HC>X#-B?a9Pe zL9_!;ypRK?F`4U4r_I%ypBF$*i$=<{h_?%QXbE!Xcq}j+&T0Z{-}Q>I{$aB$+Lm-3 z?9aUQuG2z5jKp_d**Qbx5Jc0-%}!FfO?-mnFB+H`%D_F}(^b*DHv(`(_L083eRN+w zm8#JA>#*uEs03%tYfE&Kn?=Y4kk}|+I8|niD#YDTw}2WIw(&uTo(LTdrK9+H_taqY z{MTk(C^7+8nIR~U@Bc^v4#{3MaIq3$V?w~zIcP||NF&1=hVv_y&pnlY^hm<5$=bUq(tDf4BnAeA?3_b149F6$ z&0^Zp?ZL$$xHUaAT3fTrY2yGl9%?Sg0m0Gr{c8MEJzaZTG2ubdXQPsbo?)n!9L#sS z{CA){Qu#Bq5pE^wn(Hi3)I$&?+EDPK?~R(uL>8&l3A>8x{ z))qlLxksMin9yQkzKH+8-%BP>_b4@}c<6cYSK>CK_4V7@7a?|g-B>u&97d}JY~GsW z2F z^>Hrt!3J3R$P90+W*{D2HM{}+qP{jRoilLcw6REfalaCZYck(~tFX&tdewT}8ehr? zqa@C`lNkswl@-Qb)~3}q1<<_8J+1m?-N+59`44vSw%Q4Nr2u3f&Hp=F^-CNqwj`v; zddCxJcbZQ4fpt~41|mj|1!Jys_aNtHQRkmPl~OU)qcj}*GuA?K>7?BkbjMV|$tZqH zB*FPAO?%2wm}^7mXIRpW)0L)AGQdqBv{yuz`V2?4xal-MZ~(mB8aO5wBPP|5P^KJq z^jzGZG&(|c6m`?k7yI=KcgSV-b|ijwUeM=ixkcOCviRSqYkp(xHI58Ps2kt+)Ry*V zY`rRA+e3yr7<~;QL7kF_h~O*lRYBj&T3Dg9=yh$Bxfnj@qC9|~sZxtf6qfv@w`l+dH6F3t~*QG0Dq8ot+M zwEEcWC&x8L%X55c#0^#DtgNtL?g_U&`o@l_(M&r^(kw|?J-Hu&=1&ZW5V zTP|WMfSREf5XFm2^%(FQiC)X{C3BTvV)#_Ep$N|gxt`Gkk)=|pycNX4im2Jq>lQjy z`9Cz}4O<>H>9%3)683sEmtLV|q`ab%ow(48s1yl2c?HVc9q5icw-lW`4~*J0WHrQc zixVC&=E2M0PJ!>CM8mOHCpnV9Gt!#l7$jhgF5Cq7zRKr)kPtz9tG5Elz#@R*pvBNg zb4@HcRfgteIdF@GGEvmKh{c-H>nH{1oiiee#}X5UlLJ`YDCP@QvwpsE(pd>_It;E+ z6Q==Nfp=PmaO3%>ut!()5RHKfdzCUKjK8`A!!z%*=Mek1b=8Y9UiWe+G*pOAmG%JM z-~2EJx$@W#O=)tEG@-b};#&VsXi~(!+QVtC(8(=XYucHy&_;EQ%JcA}J^5MJ;PTNO zsFVow@kDHro#s_QRR~7<&b;GJI_R1{Wg(QuIMz0s=q|PWRDAKbluXVs%IR*G0lnsr z#*zj2rLp7DFeUVTB9F(1IvaBkltJ$U00r?hP>ES|IO}`op(ktzh(Wu*%{pD5-lPKf zU?!}LZ3?IJfCCeXC~H&Pno%*gflUz;f+QSQBzp9JU=RLyBp=N~iB{Ik5PCyAI<}qv zc<8I$7K@nN2*zeFXXX6!L-39Fekeu01x4`S!^UI_tjb89+-F;#Z9fhAr@gx*x$?WU5j6?x3iud8h#~H~tN6meCfLDh!IfDcvce%PCDU#}+Y=7;!gx=w$9Y-(A!}m~{sBg6M6v>dyIZt4A)W zm97csf$(-|z^6clv)tL|bmu&Mnmf-!bagh5#Y2u1Ye?U;Tdl+cs}-Y_`ToK;|acv3#**~cONxmb& z+&@6wfD`!p_OIWjeI-@BTDLm!e5PK5h=~#%J5@@FVOcD%C#cu~jux`TP(3a}yS6%k z8b-~I2Qv$Z)()ire(T7gq)wXCeH6ggHP&{P8VFUP-G|F09Ve=tMqKS&USpG<$TR#& zS7r%RS0y3Y8b9+CMhA^F&XM;C440DjdF7}E7TTZ)s6zRCW1MJ|K^E~o zL!`9|1Yc2Hss(r&ku*^n1b9E-(w*1_WMDp_ z8S+V-73&x(KyV)>ET`8Wrgt;Q>>PQ7^JypHWuPwriNWDNzYyQs4c7~@vce)Xgc@!} zu|#P+O}mg)^M^J16vbD~$!V6aAC(wjIoyqPjqR3s^Ovd$Kk66CwHX}b2Ez+46h=W` zkxk+)1QSwmD+Eo7YECoxYAHW&#^3^Iq!Er@Xq3On($mKc9wU7lr)Hq%r}yB zzp%v@+V*;dl{==8O*{~hwf=-T9xpa|8$QHUn%*9RVr@EYN*_pwg?7}d?1k9`OD7N; zC<>~dSO$j1GGUu=Mv1?p-gc1uk?NHqdMMn9vNzichkpp=>8xuiIIu@yYBnLGEdqw| zL(jJwF>w7ngQIDfQohd4rc}C*kx_HTzIZwpPvICXt1<2h1jyk5iu^(&kX*dou!q)x z(UUf;;~s7~(G~1FQ)*@3-Hn1Tt`swayC7&}tP0}zTVT+>Izq?ZJ}PVu`t$zi^#mF5e+Ra(7$*cG`5>z6&9na zw`I$^jEWIaFi2r)1<5Ve8!^W^qKusyfn}Aq{0S%d+gZ2cAg$(}z1zN_-nh&-3nkLO zE0kph87aM&?!_#kub~rRQre4*!PapMUFYR~_70)U7(gCH`UXLu>oB8?UmHQKQ|NS& z96uN<^+o8;GrU8DL=V-^xe>{)UWK0<7o{>`yFfubOa#Zsno>;v6FfbhSB*JeJD_67 zT~zNyT%PQz6`pyKeedT$ee3R|SNgE7Y5a~txfmvvEraIRVKTbl(&4@=xu93mR6$LwbR6AcPK9=)IC~28bZQi1`6ap}N z3f4-;yadbR)PZouW!PlFE9BS_{Q6B`3Z&pfts#g9QNT0``OJ)TZ}|t9F6Zu%Q&22Z zBe|-IuY7b3>dRWoEdbjB#Be^n)A4-+Fc}@iuqMFd4ZiZk7$*h&l_J4H25qZa{)5T3 zH|d#Fr2{8uf3G~3%Q>Uxx?=d?jIH{`soMUD4D*3})R=03;eJZx0I+xoj|qPFg)5n^Dm$;j@{bPMpn^eS1FGxQF(h}WSjO4m zG&U%JyI#!8yXd~C*@M6u2?V=eT8n_TqMlX&^9=!$e6zQ4lapoRB!P67GH9O-RhB8E z45*c9K&&RU_$|L=anW4DsfF7_-gvYsdoN~plS0trL~^NY@3-hbQD~<)Y_~f(O>jZQKo@IU5wfV65^_FggClCQ zcK#a9=E!9a>x@!cQpl2xt8!=5c-8o?G6v~ae8|9Isg9C ziJ2u@=@GN$Ct>;mA5Xa?IyguetabjqIB%$3fHw7Cy0i>;lM})^QyR8@15><+)`;~A z;JMe0f!hbW;lPasFPuzprrl9EW7siDOYF3FME4qjpw8&_l}LfTL^NXK9yN5U71M0z zN~$!Uq`6*Y?;Tt^y3iage25vDe2*d8J`@AVIMadVP8&7wi#0_T6&HJi z!gUPEKw3jOk%C;N=-2qMku)J`cV^&I;felhibjC!9xoAd8KzgkDRW|QoQR1;ljqU$ z*c3%*EzkV9J`}ms%Y3O%6yt1?K!1HmJag%l=>^4h@%~HK^Vcj=uFA(W*U3pNV8U4`SH224ApqbzFmV z%v*nVGQH0l#%XgXI_v_&6%bnzG2=){SSm7qfkS3kdM+$^*}0ynQE9_HmcfIjPYl?# z7D?Ibtg7ju)ih=>ZfgUP5J4RYcQ~@(u!vP|huPzgfa*kK8$`jjO;O>ZSbEa@?V|#M zCaGMFIv)GIs-m*L@it0e`LN=sYOAramri0wF?$SOYPz;8|i%RpwgahBcL^wf0b>tWfVW$kl6z0uDxa z402ngJl6NPY4e7GaYj~xxxzauXmMnm^9CLy;Av!Qb51vJN9#=rc;WBgim${^(N7DGFpWZ`#Zc4~HCn zk{wzb4mkn+xH#?^S8L3+S*1Q(J%^n}`ZJf$px1uMW5i9totIX533>AC)w2PHPwND( z5jGx5*ee6s)k-F~r~I4R;y=@7^%C6?UBb-^y4$4QsRrGrAcGOebZz$55lLFvRTWsQ z_7?$6o%C&*bW&qgOsml##HJ6&c3dh$w)x2oxVSUXd0?a@(rVjW)}4Q{ER*Xn%;t^x z%^w{&e=r=9&o}KnKGT3OJt>$wl&g7A67g(Gy8jKS?~dT!)fZgqvnCk>R!;+&+=VHi zj9paO*|13|D_*?IPLi@xOl{=~>b=MNm-nO)a5QenRf@(r=$UzP4W{t-81AF!inIWP zvD5zhcNkqE1X?Vv1=w)MQlCCZB^ zL{nArFeYZzW-+9ljo5GttA*XX!NZM*N9MzL27@;FWZ2mWWb zxumd*d6-WeQ_bCB!Kr0)S0hOB>;oC&-xidd@FVJ&aQkE4xr#=6@$Z@8Lp zYv2z}U77uenxOj5*jm>YBl8WxnB3->Io5Z_6P=e7qpiv*d`t>jp>Rh$(t!d(`yTG8 zlC6dmXOsA$TAeNh59lS%yvB?Y z{*g}Ua4GQ{>Wzd|vJWhu<*z|rHhfgdY1f=|J#eqB^Zj9hx+2W@l1{<3mM~<-#HpSg zy0O}YyH`ZYFY%ml8mzM#kyOeNp}=4B_C3mD2WE&>$pwtX(-E#lDR-*%Vbr#HVFUi- z^2;v9T$Np+xz}KLpn}-8mn1qdIQ;z+7yu;j6wx8)cW-6yCngS@x(J+YmZWY}%X@d%d#JM!g^fWxS_#D2IIAHw}hCDuNbW z!{Nl8$E#zP?|xu-7$D0mjac_aO=d|2W>35a4wIAfk^Dowu*7 z&45WQ6dmbkR&QbpV86~_!so=dRobN^W|j>#tw4Orl6elPDqz)$udb62ZI6nrzHJX% zYy>hTUyEZ4R9X#JV4$X?!9vtc2n4_m{#P-=TvGfhWpI{k0M14oHIzASU70v49@Jx? z@~884$l_HhXp?Fen>)`A!6jOGJw9EQDk&{em!yCFw;IbX!{9w=pR}P=y8OYtv zd4RI>LW6x|nIM?owuiX&Jve)K_Wt=rJv=m){F~T(SFVNIk{h9EF~i3;n}-J)zTG5n zTXOl`(R^|gAE*d>XRsriF0Xg-Rp>Y!ab&82Wryd6O1R>6+U1)NvU17o(XeFzCXFH> zQA2S1*@Cuk*ob(NH`j87&+PbX;xayD=t&a|sfoMGaAKaaAVch5Dl+s`x1PaaYXybEy++=ksBrSoEYrD=g($(^&gOLql zBrdR2d>luwt<>QPIUW9YVEDiRwk{sqs#dW-;OEy}%u<(d;YwAmPvg00C;UN3Z5<3= z;TscByYNCn8v$HGe*3zNh+AUp>X#`_b!~5MegYE<7iDE!0kU<73b&Gb(nA64HQ#kK zjb1}gVkBVunb6pla-{kI3~nk!K6-5)-L;**(C$jG1R@CcVsXlWoF@u}NA$kB+9fQ- znD;}%c051%=>;(uQg!$f2nH_-cmGVIct}oL&-Xn@j)Nr@+D>w=Z@a<(k&t|o(WHZ+ za^jXa_AQ5z1<~h2XSN~XBfJ*!kJhUb^0Pd2FppPjUK^zeRKpHI*h*l8^K;g#A18@v zuA%E@D%gNSc?n(KoQGAXKe@YZ7}t8K&sbjad+MV@#jiJ!-47n;u_9y(j`@kEC;_NR z9`Y5uM?wdoLN5w2Tq`Ra0gK%=KOaWN{7utSM+Ot>4kIwia6B0L-3%?L9nNgsr+MnYakIEawfv)kz)U=95N`8<&Ib zoV6ejBlXD4N>0^#nc_umlfDAw5oG~AP~k)nKeCsQsXPg~d%PgWJSQP9)`u85`9^UU z77Pw_)=0*-L2ihvFeGKPZUoJjOYmksXkdp7ymT_CMvn-&Uw-lULQ$vYS2DWu5Ue%< z800(7*ZwWSnhAi__B@q@eHVj^j{mMxu&ji{Qys5pkR>#hndO};uVi#N;Pz;QU}`JJ zE7&LDj*>4~jWEz9c-r7cW}rL2pE6kPy%VDsC6RWJ+(BM=o=AbAEtBguC1VM;QT;{N z$<9aU7z0OG##VKfe^SF7UFrDV%9O||Ev>&s^OX~@A2 z%H2{>xRtnv`AJ##NS>Qa!^J*qr(Vjk1v&-nZ58?Wfo#t)Z54>cz>*8EgS0CM%R($A zJC(C?VFbGX`x00AR-#;V$D4A%s$hA$_=cL^_0^-a-O3i#j7;jM5E;4U#1{q#9E|yu zs$7Z>sYMIa{BF(wfA;MUu0YP7FiLV?(+29R%*GbWlj+TX*A-=dRx_R+I$?yIc<^Ab z^CbUkQb4#C(Cha<5_B;p0k{lUyuqk6j6QoRQd|J|xbD3g3(vols3vHu8mwRc$x`VE z5lfd_84qjpwWXm=qq)8&2}_!nYFh1PAS^>l7GQKhK0aaFccceXNPHSs*R|ikS$c0X z`j*ocONKZ_We9Ip^&Bn^b&ttMEwK=DF*(sJN?DQsN(M6dL65d z&c9;Gwhqm!@jsc+e*lU<919_DZR`r(&!@t`^?cj)>dt*L;!vnh2-tATC;k9sNgH}< zI!UW`FbSbQ$|(*}4-aykBhPs&rmMA2wvi*+giCy8?jhN%dA%UO@9 zlP3nW%P=1W%1n@7|43Uup&nZfO1HLtwU;zj*(q*DgBXse5bh|S7dx&|yC9A;eqfv2 zsy{_ePqarP5^E&Tk1zo9rL+KGqcr5JkX%jg}V@mZ2HlVbN^lPZs~r#J|hZL-Vs z@^Xi62P~YWZ%3~CCR!{+DT0Msb0eU-uU_S!ery2L(<%hf$p0Lk@vAT&PO*XeDrm#} zt9aMv!U0S6yxyYU$0g`wXaNOq`BxYQ85&WWBx`>Da6ctM`6p*9)CA8a=O`W`%@l(N zeILF90!T%jOv<;N6Aahl`{y+yXK&+b+D=>vcKbm7@Sdcm`)RodD64nTY}nK(Cb8=B zU!QqGPgcd)RN@&B={^Q&4D%nK)K&8vzvJ9anNMgFEbJm+buv(gnni>bU`8;I&H0)C zJ0w$QWJJ+UtJg8|_uuJpGl~T6^N-{+$gic;QU8jrk(!$1IRG?3#3}AkZ9`yy%}IZY z-j$8tjuI|d6zWKIe@rM2=Y=4B0JICi*4)j_6;&G#ucBdj_ zwsu9TG+@Dr%j_S-c+KJj`IASk;||4fp(?p)Pf2MbDumx+&@u2w`r4PghkUf&un6e# zFmx4O|G9}?3}WEegjQG$jmiDqT*G7p)`kaoNdF8iGucuO%<-8#sbI8VoB_nJK`gX0 zdB7{?jd`s3zvrt?24FCOv!iHw4;MeR9n;mz0SW3Uu|^1sgahGWEnJ+*@$>vAQ|0q~ zTdJbOu@=S^Nhl^tDEbWpzFwY|NK0xg%))@NOA=Z3*0U*!_s%ZYnmu zv!(*|A{@EOwfWdm@cN6=9xH(mC z0USel)e3R9tgzm0#3K>3aE>Eeqnbx0gd5_L^4!<^ppBf(s-sq5WGU{Lv zL^L|{#$)}!>PxSgnV(0A8_)TYGz^QeH5p1S{ObTD6&YWtTNqu55{JHFj8-(~>8`0csFe zp<@{bUdDT4b?VlsWd)WU+EU}ma6CQP1in@h;Ztl#i#wG;jV*CeJu@u!(ZEOo&TCy( zS_NJ`>I!jQ6RS+-S#Qv@Q+!%2V(?y2sl30O2cR2)FH z3_!FK6$b(GUy21fQ$)9xmDKq7cm2I$exm#m^yEQ=bJH^jV)H|J$?6uZpfD{8#_V7~zFdHr_ zgX_T0oJKRevi1n89GKm_B7WrB)BGVXL2*c$N<;q@w-FlkftiRoynv&pA)k=GV^l!0 zQOQ@5VB%=Yli`sETfeeAD6!e-e4T&yU-tYg|vD}^ep36 zh5I1dH#a@V;sO!zC!{HPJH=XL5U%-^?!mxOr6u;t+T*F7>_3 zu|=Nt05g4FIUKax)ufIT0l0P{MAr(J`tZkIdGAQ%tLd6|AiA%Ix_(Nf4(?@eN;_h3RVX_f z9WRK7+W!Q|!@Hrw2c6!WuCK=lt$gaOSR)5B4_~Ro1Ep)vCEReXGpig6O*+0{Qb)`m#W2{8@AQ6jt(RWHFjS~?< zqmg(%-ks7E8#IOObEdWZLy<2+E!3FF58Ik;0HSmzEe$X0Fpvl@NTsz_S^sh1`gb^k zRn(vc52!jR`}zV48;-D)TA1-f&4BXadLA85@v*f4K3gbL1%WSY3IgfxARERuM1?~U zhM!08yhUsDQ|uO4QJKH-hNTb);@=f=i7j@kaM7HvN*}+|vtarf>Rl(z{|Yc6!VF##(SSnWkoe1Zfg5O&wWsgHOU` z6VnRH)!$@vup$mmOP|szv8ZrOi^p&~O_BUb@Dod6JD2b%%+66I2pS$>}9C6qkm zB^ENCFwTkGM?mMOjI31OyLwwRhh+L~5HjEUTM(|B&iH)E%knqc(FO9F)D>|$P>K}F zS?I}%U#n{fwTN~CxB0(kd^E-Cp`;XOYgIAOdN7&Jp_-kGkLyp!18dfEA+-*sAIpK{ zsmZ!z@4eXJ91ZCY5chGWOSnjqP_F_{!peLw{ut#3W$>*Jr%CC>(Shh!8qiN)X}U35 zpjps>8Ar7=((kAo|Su2*ndc+|GvdSZj*VaHk!N@fQs{DOoDZGiFLq$Lw>{?AwjPDDdL{UC6f&0Q)J(Fs+TiFKdnEPV^$Q;-6y+x z$Rh7A?vem3yA6!isyT6Si<8BI>0P#o2q>KGo+ka?D-L+`2#4F@KuIkd3vuU@Pqw}w z(-=_DuB?t0)5Sq}wcw@tP0}$A*XH8M zg?W`}SQ+w&upXt#SbzD3IwDyFUj3HWz#M>5#GTcy*gX-g7tbcGqa$#^W}f3n_pQ(6 zhmG&>w1wr}yQ2@0^=i@LcEj3HrkqkK`fQ38+6tjgSQ>wYN`}cnldnhN<6un=qZ8D) z^0^tVX$*YDdWK`NKvM$1^`+BwrO}L&*l$v>G!~GCdWlT?{JfNB+$DegP6AGtSt1-_ z0I-wk!oZC9hJqOeT<~4uA;Od)Hojzgu~hVA|0Y1NO{4`)#ky95 z0@uC;!!85WRVm~;rY#^F__{`ii<&w(zxYpE%ys)sb$XomR4aV5T>%2x#M9AF_g_&w zwHn*m5r0YKKi_P+5hm57h{P~U8UzKsnEQ}LX%l)bHCOyduR+bZi0Z|n8Oq)@VUFG= zCx}2-qO(hFepVdHw)_1PR4r}ywyXq4CuG9fN~~lW9gA#He&7e7o0BjWj|wX}deNh% zqR14J4>u-e%^kzl(RrQH62tnVG?aoiNQO@gL4zLj_oCn$kA$`bKQjJaGlOMWfA``o91P+*Az^?RNVp6539%8a2xZ$c0yI^k`tWxam>hY~c_du;JVr@O zyz=IzWdMH{IsxzW_Z0>IIde=XK`Il(PA$TeIhqwqx1gmE4nDl1{{`%-U+>02R99QL z8cCof2P$azoEHRi@7=L7h(-_gaC||GXNXRe`t$Z>g-Xkhi8j~4{9L=Vb;|gw)h`RC zS86hp0Y*(^?NcXiJak48raV?{tI)Y&1=40xL<*(Qd>ZMY_vUrHC&Q%5kqe1s; z=9BLBl#F1ZiTWhJiwh$TTzS{>f4LVu2jjjT=bsOhdgLc{mCQW|%{HeC%aAzqhQyCm z0gwGsBy%Viim1}O%kpXLvNZHntO9`A+50~?7AQbN`2nV$aUAqy_NHm{8MOtXq{{!U zt}}w&-aX454XkSRAvDM`+w`wfWqb${d1CY;>x-h=2*mcU4_*@EwM-Fa!;2|w$5D%h z-7;*LJ|FG@hzFo<*r#B@|IRUJcz#$}vWv6eD+)b@6&H-(6uI!8&e z{iLSCSExAzK$Jm30d`Z$trAt{#kUa)551_7$<7m@>kExc0!;wNv`k-s)l3L6$O)#r%YvWt*12 zbymxXhdg7cMNLGN9q5J!jHl83M7h%i$!rvc?ebV89SNrchjrS!TYe8V?jd@)pjP_X znC!9Stcw(Hr$ybIWH;o3TCsGudN&UUz0J^KoBHF&SWP<`bLFiYihs3hUn(akMzI~! z%*?6=M(zI#l~9Q+;jelCeRKsmO$R^nKZIx6gS_p`0QXq;O#9}|_Y<=~k*Bk@;l>~rA&jhNevF*It$T^Z7zQxp44)O zWvzRE975;bP^UMI#>|02Nv!8iiu+?(jFG^s);a@Dny3l6x^kj^cIWV3E}HO)bdTDQ z6~n1!+qNply&9sfrLKBJ`B>D{Pz%Nnucn84B87~3G*hsx;I>_B_dYQ34fgM)sWTPy z$pI_@aPY_O6zlK@D}bu?dVa}iP#{Sc&dIzAIv$@_IYQ8kLoX}O8YDvbcgZw@pfjWT zjr48BtOd{QwzC{{mO0KgDRXoIB65x%0*qNCGmQk1NjT)xACm3CNxxMM6ENxDglNlR zZWs<`spuf;gUWxvq>ODJ*1+aEDsATWoe%~FG-*I3#*+C@u=z4oX(vFPL(-e?8U|Nv zttV3hn!Bp%!j92mdA5zA$FY=E-$^l@Zh5gKy>)*7a|y#?*M28b4b|=s9lH|Oho5lb zu`3GL#fvdCx{}zzwZiuo%q>-YeqS#KHSHzw^AyIN!x}*sS;@Av%H;p$wsj`UIuTIIAeYrokCjf*dKrrtKWR#z;d_k z3ImiymrsIfoa;o6Z1?*D{>?Hd&ZA<7ll)vN#`dz;M(bUv3O)}GalFCm^-A<8O^?cL zqacWA1$;)cG=WhWM^ZbdJz|gxdFUNGRidP6%5-kFTm-_Q#Nsfu*sHKuQj_tOW`}j0 zigQeWJerHQn@rw%2g6(!C-hw0Et?bJ&X0mN{TfrF{F-#a$^PSxRQ6QENgM%ZILY94 z;`rRMC2^D*_u-Ef3PR?bJZF;lYT>Viak}?TKqpIqa!1DPJfHdq2eV4fXlBBX6z1+d zAV6mdQY73(7|-9j)V4XHx&-EX$dZ+%>3CRIW_d z2Fcm8UDF=?q2MHKy|6Hn0PRo+GFtqkDbDGs8Ib%cX+=@koSyKQsH1U}gltdgJ42F! z8e#FE;Y|#EWX-3z7d|Sgkc9lGZA2~~ehg^F;UN;aJ{I}!Ke3neGXq;?0+mal@AjRN zJ2LD6(_2_s6*7&X_##Y9RkhYl-QAm)0VqR4G*QcRcl<`bX=M zyIkGg?hlNY8|4bSi=dR!0I<)dr=L}WJi2cfAIGECOFVl%YTo*e^Tq?u$^+UU1yuR-P zZDBc6Kp2-H&k0C`OyJxj7=fBW(W5?!m|#MZ*<_q{h84YK=+C$F-Z&cuZ34B8c0+_* zNg8!q4OL$*TpoWm7}paEN}~ry;}S=)kUgzvYlUkOx}%!94BZY&(QSO|v@+;f?mj(J zCoPw=_*4!XU3{z(WVc{kYMNNUw6fq%UVijQF#aNFa*T82=Yi&Js~%{6`J^vxpR_!h zj-mXxc^^_sk($dqt5mQ4F(bn`6r^ha=6UQA1#9>hIn2|&OmAtc}MAeuRtk97NM%6>$@IP;F~z*WPt z9#@qsS(J_fCmWad&mU4N_k1OFJtpsBtd)_KvO0)zzwrKx%^#%+`}gORLBSQ8nE*0; zV@K`rrG{zqVQ-4?_m`i7ekL4e;gSWh3rmgBIJu7PP(m9|`FGCyu1d49t_sZUIc|={ z>!Tst%uf9^*RVv_Gj~6U!1YrEnFJlkYRe1MBi7+hHZ?-O)9^t7;qdI6BZgi#*H#&T zKXnX;qI7suv=NZo>(<(Cetnn}mEicI=vQTzMeN7oFdWDOEteN{VPpJS=(7fY!KH5X#*= zcAVn8HedCGEoWr?kvHuNt zg}I?377YUt%3n_a@qwyJ)D&&ft~F|o$cg3XIj_Q_&Xg;n&k=fZ6A})n!KrHtAN!n7 z>WNJnp+7#VrKvc+_)y>r;IOQa7t8?~BKXa{xPQVo=P6PF>*>j&S-2Hyj>6LG@$2O8 za{t}miO-SafY*Hf7a!XG-vb_!8M;Bc@mNH*?DF(P4SN54d>G$3UaB$L?sFl~Y7;o( zQw6C+(h}+m^`K)?ZzbrJwo_vjD4sZcD#~v}pEcZj<#55XxnG_2Bqh4x59+21d9XC@VB?516%dH>lxvEU`o;_i&0@O4<16@V3dkFc~Lla*u6o`mA*t1nk{NfA;=1`}Do1ZSkfD0;YhR8szJDqKRl z*x$dZ2$_bbFK}4qpUI6uXaa^msd2E`E@ag4mBiof6Xvrc3TJykRlZ*q`&2Qq+DRqh zu?73@WgK<01X%0`{75;?G}c|Rt-@%TGH*j`zJ;<(nribL2O7_dtjcG(YY@jVFP+## zf^IbVFFx?3@?ys8<)lCGm&69gD%UoRJEsU-B(tr>i#~8}t%3Ag&%j^xsCo4B^qyiW zRDX$w|e^viHuKwsqV zXZ|6bK)J|wsh|G(JlPhc zq#mut?^T|!nSJDlIVl!}5#Rwm)u!VVV zbO|q~wg6uQfx{Xcj+l7IK6V#WPS#B{+5jb{+Z zSptg&7|em9bfagIoQ81uPZZG(6w)KZ2r}@ii`0#Pm)>X10kJ*p%01nRw+&woSlVNV zl7AqdGj4#-gJm(Ld#;9&krz)Ku1AG_Js2_^Kv|#?WhesD2P0T%&Y-||_lP@-T2zy` zsDBr#n*(NVQGw3j*}mZd;-|{kulqNtfBt;~Qn)e>v|U1kxEEE%YA%Lk5BJ5O8lH#M zv28d)Ut>pbjhRv zgF?_XnSH4khK?-2#PI-?4qsVeo*(ICnn%K5nqhVY$Uu(zBL)mNZLa?$A{230JGuzCl6Gw{p3} zRB{A$9Q)Fw=FEb^dHfl|kDq(aM7XxRL$Gz}A}>6{1sX$!yu;la9Q(XS?#sAj2SY%X$1l3{XLJN$%>r%YiBsd4epqdiDnXTBA zfy{oMc00}t6r+-Nc0Ffyx00PY8uSvSDbjMJ8PsuiwU}TaJn?tu7ha>-Pw(S(0_qfv zMD;|=6(xgt*5DKT{(@A2`tjAyJFwFltT;-d+ZF><1ZZ?jiGtHPq|wp4ASpwgDk^R= zZ+6edFJs-7u2~2J1M?;PxGilsVMIHHgS|w6n$@AcVvcE3>{CS@d2(hD7_AI^YUc%X zBG6R@K}=(1qDyTOu5qATYvmRre?E{|<4FxGtP-G7>P@viOV%lNlzi-AQzNlNdUg2M zn|X}@xgg+EtM{`!kGasB555wjs*qf!J3sEyGAL~%1IoIKkBrY0k{6oN4{b>Fz@x_4 zb8m(pYF2|F&(U*ReVk?einPFomN7W3h*U=x$LtvFI3uk#&%0OU;C3LCUaoR_*H&pZ zJOb}tuxMQ-)$0a{NM_4vFpS&;B&rus1GH@5##Z7YD@Is3lG5vS$NO4!)W`k8v5>VI z^s4tUS2*E?%eyoOYj+x3xV~4{LZVhxn9faH1~;Bi%I1ihd2K9-OQ-cM13RdB&z6C1 z(5CmC!Z%Zqc&*)xnVsd|_W=w5FgA(`i2M`B{{S;U%)cOj?~jSfORFa8B3v8ZHI{$7 zd-(4AsO128(Co5ev-4{}XxfD`{|%qPhFb^}2$L;VRsx13_qH{X6!*IP$!j}>I z^SYW0;{4eYwU@Fxw47P=R(2>hYyQ2N5B}YyiXr;>Rrnq!{o49`_RogkI{yV(DS7l{ z9TLRm3%o&a0LbxxsKvs`x-ItI-)ZaT@sHEW0Nw;bRakOxSQ@l=fIqspYx~7P5)vEt1qUuY z3xwP;%u}V~x^WWF#aGyczCxET+vwyFRYBq5`Gyin@&DRsj+Ltxotc9QaDrg>%O6?% zTt3!05{BITEV+|GNd zj(RpDl%u0B6969QwDzl7$C3NwN9VDRu2TgQ(Q9FnT^Xh-<^j#@CkFrs5d=`HV zl=aDULj8Cw@{T2XA#1s~q;T-kWN)x_t{oAz@lm%_FT8AMcF$ZQW6|YUQZZPN{}N6H04fX)E|nCWkwDO9 zYB3pt>QtpS@?^pWylO_u37YRuUCb(Y8WyRt{Bs6Z`Af~!%D0Yb729HIjljuPDjZu? z={+M_#kZ*?itrrJps69{$V%#sR%O$C3U#TdY)A|-o;iF)A2|t)YZ^fF?hIV)+_o2MzP^5gBSDkX4`i3>4ycJ%n&@_v-tpKA z#odRy%rtG#%6+N&$D)=`hpeyobheRWp-cA7SYhFuUT3A<1Jin+rTzTf4qAhB;D;&* zNLeEcei0Yv%QIJ5qs7HU;a5*0)yn+M_K21q?*?R?ckoMfZF^Rl;A-9sEb7_mraytYoOPPR*0fh+0*fVidIQpV-89Tek01M& ztQBsF&JI-yrGbjE_d8I)G`8UqBCtOTiBtI;*C8Up8C8U=Vj`%gq9#o|!vf?y;#L)9 z?q;!>pDlVC4;y={Q3cgjo#ho-$zTIH=^U=mz1TwCPAOmS!ZaL{(-+o-i;l$((+_~& zmighA{Oh7kLM(Gg_klt1^tpFvjQ^;o=-De_#evuW)ANmW)-~k}isy8>iwAtxtn>h* z0ikuhzk59nWSPWT_dCALBQuKNr#lVDq%qE>YpA|0i`{O<3Y_jDoHFIJTyZU&M#21k#&{LH>r_vtn&X z2^R7bANH)`FlShPa^~>TSQ|yc8krCaA|EF8aHFslO&_XYE_blIoqIT?wPxuV`4+(; zH86AeH|Ztvl68Sl#ErqV-zfVP_lLo+Z#AEKYd9cW zMcY^jp+WAu^U&TN|Bz#LdlKJYK(OViuqW^Ijl9{Zux%X@u2cXxXic;p6UZ7MGOy#k zTcO)}wHockfZaV!Hk>gIe<#jPEhlumDdu8VFBz=w_EaKp2M#UOQxW9jR}i+KJ*RN% z#9TNW=gb{;Hmby|DSrJQxTJrsC1Sd6iu`-s54MfZ^<$S^cYc==AJ~jM!N_S2$>|R+5C&;9-gUWE_|({j1f{o>227f-4Ebu^{Rx zQH)!7LP+JP<%z8jv^r;=s?6ST5e$At%KE*4;ySD#M(6qHyQIQ!2i#GgMGcB)$Hk{< z4D>?BiJ)F@A69RNKT3{2wbWVk?09gjh)&OB37Eeo^Qmr^cRC~Z95vzfk`;)dCGw=pDx$wHS& z?S({LdgRAg?$6`tGfPV*uWSEU$)>!eTHW>)T2rc5X9C-ciuU~mV2ooh87run!VfDC z4FaO02)~sEz+$)G_!YpMhR`D8i}6`TW-Z;bEH+Pwxi|ln+9`a=5m{>@$%R#W`Hv_DqO=3W3@IEvf9 z-H34z(H~e2+R&4FMax?@^D zOSJ!h@>7^eZDQ7pu8Y7TWfF^!$Apr`>H?jweuPEzdpU7QAp!c8my_{BtlD@%%cj%% z_wxEE&8tZmk&j_YU;dH)F9AboBMdqvt}!xiriV))W{e$&1L!4IRKX0)jGN0mi*}|T z+fLQ40WU=Th$V7>g5B8mCtAz1h^e{)9q{l$8DC%~XPj{E79LzXQeen{hZ@8&SZ&-O zgIaOeP}&P0A4998kn0fRs_S2Yv!p&3O~}d(aMmouks<6olIeNfr7^;uvqjqU0Dtt1 zGc$4mlhluzKhXm#B>WQBj9pjBJiDdVeX>qk-UQ_GdCy=I*b*X=BCf_V0i4_a`tdVp z15(2gnAUJqB)AP;m74uBo(dH?S5~H3$DT!>4f>8#3X-TWE5sltIFsgOy_9+KqFJ=R z%7G-;n9oh*DYC1LHAj3p+K#j6gJmYpQSEUki0+cJ_Y#8cM;Ix0C9Lk8M?*kCH(ndP zC#qo2UC{9Ys=Y8=MQPQ$UC-xl6@%bVkp&rEj!e+vY5=7EGkZ)t3T}{0X*05=yRk&x zoWdZ~b;>ILM#U&B8x?%S5k9XR>icD(*Z)Evh^*zJ9F;jDSU?U0RJZs!DiYO%QR35r zk>F0E@$KH8#B@9^-kyQHzp7JW50KfBYGk&&A@TGS)LZn1FyQTzHsDnhEj7#UU}oL< zXZMWG)4cY*{w3hQoq1C<#=_u|?yB`1DsVX~!O=B!Af*Fp!bk?gqRr36rTM7H85q2p zqjq`>yv?P~I7ha)m(%B*zgCD^44bZop%NSsSt2o^w6J#;TodwG`{c>kIKeE>qvY1n z`Hf$0%B912l|C5!39KWPXiwh5sc{^9@@BWy_yti0Ys9uVdYgX5{HT64`_jGQs|;~+ z40tjdw8kdvNF2!fer2ChCj;8gFqOS~pMYcBsdXv(<$bO3jN8fR+V%2ToiAQj=L)a1{kkcI_qxmFDjiLH){ zXe#{)m>UuO|75|3tJ6qP-1Qa@fjSd1Q~=kc&dxkLso(iSW5qUCx|v4m`%zH|%eH{p zN1{KMHgA$O8g(CA*_b*-TW_?5pUo7nMcjc#4s=Hrw@BM(U?P%~IZ&QogYK=y?Or#h zE=bdz21aDc1!2D@%~Zj86sk2RVeo`JbX99MQ_141`K7rF@g5?;N2`*W*8kE7v%zA;xx$shY)=%h!Oc-&D@FQvI|p;p*u+epHZ5G=>?7KGCeL!ZH;Cc*Ig+a~(fNKaP$ zD|EKhFZPQ@yCw2fix*K%OpdG#&DheEpV`!gO)`iP&f+usL{;%0%RL$l(_#(ih6EXa zxuE98?+c4}O&rQc|ao$}4ZSgS=|4`F+=SK|Uu}i8v?=-c*+4US1qv+fc8}jb2b!Vgu@rizkm{?`Y~}b-IPZyTHxqUQ9g4o>yp0pAWtM_^hk8N)a&xG zhp18Xx?JTR?p$+!iOYX`$5w_YG5i&70wsk#%V)c`w1h+-7{4<%@0u{zL2`~1v4cwy*9;3I5A--yz_ z3o{Eb8GtENCAU~;E22wvuOVmCVSLtM%&dusRhS+&AUEG!WG4xKf)0|7#4O5yXHYyQ zCK<2R;?hL;mNxN{ZeC#5PvU_01X2!>*!fYAYlnZx1-efx3fd|0cBY;C{g=uR^W=55 zqS&V#FF{+?w3()gJ=6BKu{WuSqNeqd(XS6=fLjHYM^?0UG$rq9548|DDr42Qb^4vN zb?^PA5F|MBp86MmPk%wJ&(5pW;5D;uuE)o!6jE<)Wfr_z)Lr{q@rZxEp87wu`cZil4IAye_)a8tQ- z!PNv>;bPjUK;kmuKGP#2Qk-C=&zWW0)lO=RX+^_z)( zABUIxojErS{GTfaKbf*KOT311jY3>4I|wQ%1%a9S{XFopdt{d{$E~Ecrz`rWdeQ3& z7_P%1rMu`%4Tx!-X;|f8TFVvQi%;X^<3s(4oG(e^N%MmF zkR1X@aa;olLrtXr7o>=M)igHvj#s9_C#Ca;PR<(}dUsYSQuJR2905%?+wh9n9aAtM-Y`WeiB9^tpiEOod+CGw`*@nqFOj zV0mh}B<#u!4ttZVQG-OYwRAe@3#KE99KSw^$?WzxQb`aJFD-;58Khg_t%_@tENK(v^@3b1flo5&OYZ zd#k{4`ocJy`BrMog$MVSqIt})2=p{LDRUVBJ6a(%T-cuAZL+B)ePhws=XG-0}GjSZYuolI@obUjH+A-}Xm-aA`*I03@~SV@$9 zG~6i>hs3=H)$fh0Z(C&so(sg>ANJh;wsjJYQy`}f!ykowX^gbqUD`4hV$d?v7}NM+ z$Y81-l_Fk?-c!_V)&gib-!mB0Lb-f~yzS~uQ(MlKgb&dZXYXGZfV9=m1O8rGOVuG` zGVLWa`Z?2=J=8r9qX{_2-9|+1dc}u%+Ua$-_e6FW7lB-Gy26d) znWi?n%CM0wwmnJ85*GG!q!pLbI<=iHFOlOzaXvA2Ed+5+T(C^-0Sh;xRz`xj$%>@1 zc>Q(k>1fhTp30BAGxU)XL5hDF!&+}iq@|QFnk?nWUTqeK(y!6BFz)h3g-w30MPyNY z$iD`Mw`1L2{i{zc((A}qdI%NDq}O=#{-i)qV0f*81)^F4N_(yG{_pAp6>QZ55-3^P zT1N)%PMM>{to45+)g^Dq99(H|F6lYbk9nbw+D+1AK&vdNYl)P=xdK>SOBakcN2DC! zvk*nXe1F2e_h_3%_apH4#`0@7lhnB5dlqDZme+cxms?c1*avgYRy=`7YyLK30T%OL z0^_pT8(RoZsY~X)cibOk@t!q*@7B+WLA5)Z&n(85o0y_{8;bL6eNIm}9Qu#p#X%ka zv2^@`_A=RFE<7<8mQ5+6%$I~Jmf8+cvYgVulc$-|ky))c%sQ6Woy2V7@KMw}hXU&JdM*`H zb`t+MOISaV;4*hoW&_Cdwr0$HCd{8?0RlaiVCF5=XNgtn`AO?i!Z6o(rS>?2o+Y$j z;ShBmay8&H;b9zwO0fU?-WroB5_nh@W}o2vO$f2W(5!xkAkroLsCF2KK67%?24UKr_gt5j6 zqu=rS|GK5`G3Hu;1R5j43`HXNYnNcd$R zU|7IZlSh7O%4Q$o-c)N?#`gqD-h=RN;KhXtg`^ge&uE%8yFalI;RY7g&=|`*ZE@4S zj8hPXY6fU+)nFCxjJ$;idSVYxmifK>&Y-xx6~GuOX8De5T-eV@n4ik|j2CC8n-MmU zckn2(piY{XUc3Qus_Ze#1=Z6ZW1T(lZCPUJj5zH10$@4t-V1njLO~`ud+{)G2AC z@eF<>ZZ8foarx7!p%^iQ!&k=%*d|`oFvDHV`!&PdX%rHOFrayU_}%O~NVCb%MF9l? zCK5}$J3J5!zq>VsdtCrrOnlQ;g9_!07& z0|l#J`0FNFXx1e!w@Ljb>_1gQ+gls(&m8jA)2$I&g+;?FdHuB~1->S=5!Q4JiCoE8 z0Un@MeUdu=af@tGrg^J~nV;WhE0)T^!xEm-t_{5Z6{j|7~W-cY&uE9r+_R0^$e zeCGQ~1hOrBJ(V#Xz30;2HwW}qoW{yI(1N6i9EG-tP1E^OPwT~C`wtlcOC0RMtSxg# zH4kM2P+XcJ;7~T06lvw{?>WUkpNK_g=7TA zK8~ZdTT0j+7705!XASF<(IfmN=AJa)R8h$G8lmSNoZ>}RJC+z15f-OuppR^g40l{cO1Uq%X6M&YiPTNP%Yej zjHqo^(twsTdmhrm;@~L_m$gZ{wY8HXJ72nXLokd8(afQLbx7grx9F?wV}NSZdY9bn zpsaz2K&(o?ejin8{!uTVR>2qJ#mXyQ_zzAFU&~O@GzPqjo<~}jrc?s=PL<0wh*<6~ z8+?gyi2Y+xJ(kPanWOZ1DYHKK4%;Q;PAVwSr8!_|Mc-=d?EY2pJZa|4B%C3zY>_8hfV%MNFLPwpQ?`t zUWmFjfk~R`Umel2g2Q2nduA$1RJ6k8z~4VP=S+D<1Uk|+siuN~Z zTD__VT--~c5WMWY_Va=%-03V5;4&Q+SYR7ANm7$%NF!cMm-Yw)cKC5R19?$UaVl)$ zHpKJ0wM-CfUkLD!=Fna(B5yEo;KT;WC4U_Vf>WVZl9s;6E2tA*RFH8Y_>&z*wikC8 zFijaCsd&*!a-4e>!(OSUjYsRqC?1Gyl!zaIF1%n$Bi(v|8(1W*FIXgQas zaT-0$+KQE~J#mgjf=1bE;02b1+VEiBNszd#V|)$uKe(G?TDmEn%7P+i`k_z&?(%E8 zFauTtK3{8LnJ$}bt<7{|0RQ>@|1`K=ouE<+?p^Ke=axfjo{p*)4lo(eO6-rLYgbVS3bK-Xc5QK$Z;?Ow1 zgwPq)C9KF4_IE1`PIt5CHsE{m6PWS8M)-`QbjX3RSI0N@S5&0X_F}Uq#|)w6LUr(`n=W^0_?{6xEGG9Wg5(Y*4N{ERm0+nxtQB_Zj>Ld>B+&!+ANNg z?(>h+m!wgm%{VIf@!h{Mu6K4noLZD3!<*R)5pqX@h1VAH4YUYnQtGPrK)wHs5YO|H z@v9fby_^Emk6upqUN`iKZ)eC}IqFQxFfvr`@l@W}A$STTtyf1EZs=*#4T7!n_~cv( zBx97AVnPH&Bz~{5HKR(yDOebBm>xC2#u7Ff7gVh+q5$TjcT$bPNQ5MJplS4NJgs4{ zt~Ykuqqu_hGskd#7$wYLbY63jJ;;E^}i zu?8;Y(@E#5xIT6A8kt_C6KwB=`@{Uj2nqpBYZ^m!#n&ZiJ$OuAej-F8^0Cd-H)oUS|Ht(n?a zV7zSnLx;^1mRaah}H}7w_cTds!W?AwKx96 zv3)}`w>wD*ZK9uq^+Y(-UtKq8O!Tki;I+TL%4R*dj&D|fOjOHxfXf*jg)q!Wi$E;E z3y!B2;zYFzysoD>%7tR^T*711;*KQO=RJ`xqQuI`s83n3O$WPB?qChKfBDPNuX37` zhv3{0L?$GmfWDZyXv^I?$~GL^i&Ky7?Yg}k*~4YaKu$OWWASo;=UE*S zzEchF_Yo|I$NnFohsg7+2RFFF<(XCA5l@Ng_OCha7vVrLj<0MWwp&!1iR?i~kYJ^q zM0S?DKGxQ>hPMy*aj%qdG+)~Zq_I)9Vdx{}2{NGb-T2S`+w6Gt)3bmy$R?dBsR6wN z3*&4;L~hAc1l)Rk*|x77-@-VNw0{Pz3MYyken<9UnIt}Q7*BI^hjE=F6i-tN?CBLF z6MKxc&I`DHym$?pY#|b{T|~6q8!vyiPRux(@FAYkBr_(gm{YM8m6i48Q>}iSm8}Mf zj6Qu=Yc|~M^%^c>6n=W)o1P`Iy`7C`SQd$LjKaN9jx&vU5?_ch;jT8z4a-oukS|BY zdM*hMMiA*KcFC?RxhljF+7$+&ria#3<kia&Hu)@N)Q6ERC&~f4w{cX%CWas3ext52h#TVlIq5ZM0Y}HZEVdd?N$v zyF3Ymcs!Opr;je4Ki{C}7(`)hOW>p{SDAc$Rh5k?JZ}2)?K^yb63aS&2$bgDpwEht zx7~fLrXPwGI9?n3!%fNI>|9%plAq<0-$6txJ&$Bkn5UNwf1vjn@-`b+^Tx0?;Wj(9 z6WSsXso5^2IOR7`J=mGxLwlgcFo9_fyroX9%TmFT6H5nS5J^Je;={MJE?@*3TTKQ# zsoGp>x72`SP?3>amfoo3xy#i0TeT+MfishkG^MZ2#A#%{7>^#^% zjF8ep%!E`;3O+lz9VQ|8wn?^TjCiLA=b-e^e*b~gc|a9JqV}jV19UdF1#Gzl$M&Ai zh-na1twJ};2++^J-%Zeucm7{(%u4DK4MuZ6mzYThlL5(50?Rn1SIw?#vi6ng7G1sv zuh7==Xbw8*TUdZR05WbYTt(o-0lOLg7gFMX+o@HPr-hDqvilbDH1hXW?>Dh=Tbyoa zE*+d%!|woHT_CIi6m&_5*~r`drgM3Z4O5e4MqH8jhFz>mvy68{V3KxEPsd#jlvz{> z?5D{htTzwTw-Hl>=+lGOFXgW8mQqc-l$-0jCsBwlG;3TO&uuzVbaQ%Kq9tW2dwEVx zRe8v;iE19>hRoQTo0jbwz=C`vT7D93|JZQ@7x8p%exYDKj73wL0BmB|H%a^O2X8BB z# z&Wq7n?U(@RsQ4z&oafQr^A8@=P`I#nmF&TNaUF7>5@%^pw7H0Kr>Y+0ZQfU7del{T zo_cbr-vax+s&hKXAqcn%i-v%HL(U~|z)D~mIg?<*;O3T+(m5!DYj3^#S^+OtygzML z@AT-FU*PLBzE<5mNhdwm@%T#IEebcc-3~5e2Hul^is;sTDFyq+U3eJ7D<)@!@Ya$nQ4@e+yqfWhbKJKlDjQ zD^tTTtdO}2y0AU#0QHi{yHLbdKZ?oBgU6TnZhgW`Vy&l!Z|fB60n1>iSQDhRRgzUA z?DP4(|uz0+{zN~M5S&Dwd@|) z1R%}_Z+{U8qpf1O!!>k8eq}41cRiG1r{N^nJjTXUC5K+Jcg4T!8<~??5)gQd{e?GW z^kj#z{istHn-JI>XG?jz$85t7hwzqBwQbAHfZ&WP;bWdAGnQOc770a|=A(4$MkCNe zF4TF!#UDsAAgxJF<*VN-9G3^M|Db@l=FY74g_zstz40@@B~3L+rtl4IAl2uDHVr?e z%q|5Jd+2y69C0{`b(yux%Ya!YyKh7{3Q$psCOxX7 zVmLm`IL5U_=qbi8+DH)u44d0||F5?%>;%2z3OZ8TYH8@J{e4(RBctioj%=gGaSsh= zy@FvY;E7g|%urKPSw+voof@Fh8hp6l>l(;(w@*CqiJ$fZRQTiFdg3I%b9!qnKmTjj`e608_1gEmCPJvw*xkJZAmA3je46w4+T5@&$X#8ZC zjAJCFp+s|b$`=-Ca(YSvY`;pRas6@xF+C!QC-eqC?2`s{rHWurvU7G`}knVWGxPoe_esStNgr$kbp}{b86HRRF(OV&xWPzdA zb$SK_EC5YnSo+?v)zecLnjK&FTaDBnl01~etLyD2gy((syTv(~55 z{ikEZ%cDZ9qYX;(g5(n(^{<#0xE6o%Br3dDG%DBB#Yz~tk_f|X5g@?m*j|xhx=70#%@K6WQEXuSH#qs=a-cM@wthYso zXL%!Pn&odURf8xQ$hqD1#21u3asPvtqOo3_`BWQ=sA-06)BAWyO3WJQFwWC{;DT=o_-IS_qQ^1Ud zY{C59|Jvw1qL&iCwNW##?J3Gy29iw)*L;mR@#RM}myF7+^c4sa^dBr7uGqOhCS@y? z;FHGIsAkL92st8!PM@U90`S-yDJm}C!>4}c(umAsS%o)AGduX_GpF9%0+b?gXUI(r zSUKOr5K93)HRLw=m;B`Y?szbJEG?2kxhXONTiPdzp<{MCC(@}*iD(=kPAw~?e%b1aKPkoj|2Vdt;@$LYSWDR zZ>}u5H82J5_m;T;D*giItcVAdp*N)^y06{VL((tNdeemc6mnI^>}Etlhj>ouJ3ho? zT7VC$G_dmcMZyIAqqY{rfPu0ylV2Jqdml)m4QfPZn*WgjSH>0=4Q;C-GMp2Wv^Gd* zZFBMqvuQA-4a%>9&G3|J>Q9uYdP3r4F>>Eu{nU*4hAe9Hk2XdR>Ald~_QzoX>o**; zhpIg&TB)y(rqFVk>Vt%GVE)3d$6y4B)?VvP%CbB4_tsuf0zpY>-?pp==BP%F;WXK< zzm`-k2KV9&zbCa;Q^ApFNE((x9b5+}cAc(#xG$T7ywkZkEMwLtzCm`2kC3zvlsn~4 z?osOVl&>3&`AYi&9}Et&R59t)O=@AHFXSX>4t0fnPtlngE^~c~__tfkgBP6it>4~- z+D8IqCn0t0V$*JL7UU<)!sx6~4E5FrU?u`zYDgERC;QZIvI{weEFk4g$+*GA&6A{dy-jn%So9|NXTT#c(DO8lH5G*Y(i z0aGoj>fNXahz5JRO`byCI}A=~k`K^j$qmg;cpq;2C=4pA8dn9jdOj*b%y`gzHP(eM zr9+GsBpM?9C4j3Affv0=d!++Ueof2i zT6why5%3<+t}%c76mG{QhlpBX+Ur)@p=V>V9({xkdEjZBzt>GcDkAkOgtAUIt(VB%iseJ28b*1x3h{)(mD-kZj zhzOGTM2ON!Ntc8HqnCF-_PsQd7GX~4X|33##Kooxb_U5_CFLVg3q1T6jOMcF(m(|M zj6FJz!JnvT__}D93=Q6C=2!c9&ripq@~2NgU4>}bo3gKo43MNLSp*>{Gyu&uQ4VcG z#VkL#ghq4OIkwL97vHM@!*N}1EV|%bhnR?y6c9R`e@*6Kr;#otWCC*sH%@pM!crK} zbmrnSxOq7$u(*f*#pRi=f1vje zcK80W&dERou6q)PBe7r=mhVO#5TXf)z>7Lg^O|_jV7uY(g2;8SMnz0NT9UjVDIS|7 zU^ja?I8G+1di>c(V*IUy9Ux*GiiH2Q2&1e*x9d8qa)Hb&hnj>;4G>OMwxWz5A%OPM zw@1~mLizoh06>FWs$(R9nNIg%_Gk%3wDR2e17~O)TiEsJ;ZN(0RDj3mH_|YLwZg#! z|Mo96u5yi6ABv}B_*I6=DtQ)w1lId%o2egNWtR^>B+t(J()|tVY~&FG1--XsnI!h5 zgjEcbkk#CxG|ZC@z^A)gR$n18u?>U2t_El#icFDS{B(N0{Ps|T)$ON=GV_gB*T>No z>-ml#!dw)xu5aAdt(b|It`zylrgZd76NQB;6I|=;l|J zh}%tW{0Y5JN1Brbv|(Ro34Y?n-DOR5a1IaMyj%ntvyqt7pI=7`z;=(eK6%@~Hs4Jl z^$@VC78-=7H_W&oPTBV&Y?-(kk3z|4ec`|^DMBy zQgb{bnCk1I_=y)IPq0*n;NxYGy%v%l5X>8D7xb!aYsduD)#f4cyI_A@7Hw6W1STNb zYHHD`5>pg}KIvZT_UWz;4lwiyBwlmVKP5okLVl-&@wIK;GYol>YU)t3>BzuS2sgl{ zI&(91q0DP=wa69v?L&H*(%eH`s@4N?F@osAC0`nb&ZXMRyr3S-O@U2vby{RjH@NH( ziLZ5G|F!SpJ^eJ0Ts*pN__!Rwzv27Y2u@n~#7_x@$*owvY9?P=G5LTmas|Ww=p$y8 z3l9ciYa)Z&WT16%F_h-M!|a=ag4AzIvbvidK%xYpgA!&NaY|ae z#FNYkZJN)ti(yshMwR-!pQNY4)dbq#9sh|CwdgCubGc8Lr=MesYGgT^n7OtK8k=v6 za86IJ2Bjzx8Bzb&NsdR=a_Wtu(oo$yy>(E7~y&)!5m z(F@9DFAT1>x6cU)%Dl8(i|a84;+ks?CMuEG51-e8ZcdzH$`-)5Bef3ujm*aHanphK zIPQ_}jc@=H4i|}9b&7tZP*YWze%g0Ljm<#)11foWkO{m{lDj`>eif#^|A`@WVysn5 z%3mV0BK|_m#fwF^!LbX8(7eg(wr$!@2Arl!n|viw(amUj=I*e+xab3{{?)mw+?lhx;&#Q< ziD3<;%iK;#0R(EW_Pa+KQn7w!>tY{+1OGuOVNyF`1Wo{dAj3^L6m`~93c~54;Q3io z^4?qws|J3VY-~HUlsB#`ZoxDJoG1qIOiX5E_G1;T`@0LBva%z)Nb<$p8L9g$3d20H z{9<$2NWaar(zfUujA3`0tin3tPhfe=J{CB(3lR$cfDPP~+M)|v%MjjFcYieH)vB2! z1Tooc1Xx42X%_lfPF&aYMTvVr#6~}hLRbkssMbjM#;XGH@pTtKg>BvDXGplw93xnD zE7#wR8Nz>vKirA1MGbLj4ii2xtf)AI_5OjA7f#{_0k0?kfO+czUPeiqDQ(?^Uh9fw z9?I${@;mq-`>N5xMcM;k&F-cFS?n2XiiKec& z=7WjLBS7A6M4DC&0qR=H2BnR1fXpvofy3VMi>1y#EzJ6PWl@9^- zVs8HD_moU|CXH@(mwUHt8K<9=qjRmY*ginCF#7h9nLA(Hew*^x2k5uhAwHy7Y%HV4 zeKbW;n-i8y$|KEDT98CRur8a^&B^EnUm^RmxK&?&h7#BfIiN7SH^bm>zJiHfCL0^_ zq)wUqv8y~`B4`czy36~99+C5#W?WZn9jH62e=&W4X$Isf9o0WE26qJ92;y?>94GY< z{KS%65G0DbY& zft4s*l{X>ooKJl!OPvT-X5V;2x4gwr>KO3{2jbZF8itw0cmk~S-1ne8Eb9>e&5@!C&9M3eq z>p`q7l`u!`OJOFl;Yjk>+2QQwoYVkX8X2>U`I59|ymD3&q&St>#jD1Lv?36r(t?BK zpFL2gmke<)8($uP_*Yy6WU1)?2gq}p?lF}-jIuaHrTv6Q1OxB?70&lFzrS70t({fQ zJ{L``_I>=d8d~wB_XZh6!xUL0Au7_$YABnL{}m6Bvr`(a*c{!TJ*=nHB=;YE*BneG z+sF9>Om=T!&1|qAz`60w89pN#%-)1$k~;6nPzRc+urQJpX^t*fIsy7{qcFZ|NO!!O z9(;+gj8Be5X#;_Piyz$~#UEXbeVr*hH<%1$hP-bWtq?3L8BCx2G*=QPQJMKDDfB2G zf}A@B&Jk$Pq|&!3<9+35_OaOCCOrIqL>2l(@vWe>bzO+)IK|I47Sl+ubB;V=@ljp# zE1=zVMj@E37V=IWK5F;rJU2`l)av#s{tS>svkrl!19hM$eWLH5g%JzVeQ#1X#5rIo zBa6Sn3kq6}B3(tcV6Fl%1l371N8$A3Vzdv4V1#zJo!ak^H8+VCDiF|46eS zpS{z|bhI*|*eUcCOx`b6+V)7&-mx=^NXv8OXdM%r8mJB+JFY+8p`vw%4Tho}3l%?s zUNf{<9?dN}5&v}Y9Swt8fao}{@as7a3oaBf;%K#H1qqrS{PKJe5lxND zsrv4QzfhNx&fHiSOqcyCmqNDX;T2Qd-ebTar_A@wlyEw>MBuuq8}>>v==_vhh$0-5 z`&v>1J>s!fG6zbF+G-vFWY^N;zm;cdCIQtjoZi|mfIySZBYz>*-((G1o&$$E2pAA$ z3BQH7msSn9>a0f$URXVYU?lWw@Kp{!^=161GaN3xp>hwY2qyi#bRjDB$TZAukoDDS z@9DeJj9RbXx1xodz*><~h)D1lJ5J~CRg0tr!7wSb=^ALvc*_>0nT%X|Tdi9K)N!qJ z2$7vqodjUFccOC!pnB zk2T1MmTmkHx^^pW#by9eB#f&e{!Cq>Xxa1|c>*#_m)W32d?o|~{9&?5rZlcT7(<@F zS%6}h|LO)Vbl71`s31Purh-P5&h`v$hv2`v_`EwGn-V;niOB!NBCALnGYFsPpGC{e zTXo3x&k7G7b#CO23AEzJUYVT7^bn|DzRGb=PH0pWlQy^-;ujgYDbJlHHlVT;vdJY< zRs=y{(b~qZdx^(;4c|DPSHg*~RZ!tuZ=tCLikq8@i$I`BmS1H3`^5%U2eyYZC@eK3yB*NS}DRM!vhxBf10>eoKm>z z>-EC#bQMEYNwQ)rn4sb)ByXOYRed6pcQs5Oxry(;=cIz`;z55zQ7wImv6r+m^7o_3 zTKoUNeq0dxHLqw?GvCAQ?3RS|K}d1evAen_>x98SfW-+|nfyX`deP`Pt==u|w=iZD n$4T)bX?P0!kAo{f!Jb;6-WwWJgCuu?_s+A<>=H)02p04O!g$8xr~U<8EDj2RW38F6%(`J zTp8?RWcvn?5!#35eC%$qzpPUODmmj(1YZf0imgsE5(W7W4=b>cD7nY9Kw*mg$}{bJ zAPM}8TGf?3Me~Bgbcr=P%RrYex4+^S{=x70JJi;8`CAo3@hA7xQP>yP>6qKo=d{hN z?B|7E-_jWJ{LH?6m%sywY3G`}M!6oIdZbdSWkOFpd#Yc_9m~LH(T#z7@{yJcAr0io zQmMjOnLM#cgL1DkxYe>PVxLg6LdX0$Mhn2QQ1=18y7LR#{GBmv)BZR zDA(nW`n0q7{rp?vs=QHr+BQ}ve_Mo}Hk#XRC;!iOW=4d!7v=xP~$SCq+>JDJx!E zT>U8R)Fo=GE&#({dnk$7q zHI1;SREYF2`3AurgV~X*Bgp4p;+m~*VYmgZn<#TeCcsbv6z7q5CwarweSU&}WD{mr z*E!z)l^>K%Mgu`405l0YolT>I9MWHwapMgWHsvb3)X%rbal##KeKxlQoxzKEHz-36hUYYDV5q3RzGZ@(q}f2 z?8r#rST?=JA`b%6Zr;pc9umF|73f(95D(OX`(?96Rc~Xg#*pnm(QU2N@YHM}N!8FE z9E0+29+H~SH9$UloQ(ZydT$v{ C)cnK% From 4352de79304cbce863f717bcd96c9a9949822aa9 Mon Sep 17 00:00:00 2001 From: errchh <83468090+errchh@users.noreply.github.com> Date: Sun, 31 May 2026 14:58:33 +0800 Subject: [PATCH 04/10] fix: drop outliers/zeros on train, impute on test --- submission/clean.py.cms | Bin 34042 -> 34922 bytes submission/manifest.json | 2 +- submission/manifest.sig | Bin 512 -> 512 bytes 3 files changed, 1 insertion(+), 1 deletion(-) diff --git a/submission/clean.py.cms b/submission/clean.py.cms index dd3662ef3aeba86e8accb1042fe5736acab39338..4adff5d2b9a38f2dcc9888c92899ddc34f1c861f 100644 GIT binary patch literal 34922 zcmaG`L#!|ijC{6j+qP}nwr$(CZQHhO+uyU_{(ITu-kN5T_ApJSnKA@Ln1Ml3g-L|H z!2*H<7X(G9GXzB_0|5ds1_4De1ObKp7c$r}XfcvAkb(iLf4& z+n5^KS=yNssMxzY*%{iJ+PN^&GtmAo5Ez;4{|6E%+1tAi2nzxsXv{@qZX9I7--4E2 z0}kuCGr;~|OMrl&03bm?0AdEKeWP58te%ZN11RmUJM0;sVEJUJ9D8^p6nv4H;}z@j z`=)s722C+3>Yqkf7zND!$mvt(iCIA~BxE{XN%8dh5EdPOE-MzJ?dbU@ry2YLBE#BQu0UmUtvnCDj6SO%;uQtAa=ud6L6-?u(P+nTUM(rWG))JGQ z19j}16Nfy_YIob2W1Dd9^dh{>#q~_KFz2&kFA|YUaRP$Lofm=g2>-!?&TV61odZmx z;2Yygr*Zo~EinXz_Wd6zzyTR>!5|I7Bmhl;K>(>h5Zig^H!K1V^+L!nVHD3la zh?+iCD4xp!1u)+0khnNwqZDw>K6Wm;f=2g(6^oD1t-p#15LZYuU5{Wa1nuC5(c_!y z6Too$=>v?$;H*Kq&HLCD76V@}-!`k6Gk>NOMBTO0;3>8AiYtr(t_&|gByPZ+3b_HM z3~Z=BJYc`%SHQ~ z)RY_hSEZC@2QkdAx1Dx>X+4JKn*W54y0&*qyqEN=&RK6U!jco3a9?-hc*2iyJDfGR zE@d6N8)457$fv^;{c#sG!XP*;bYn}^!CH!=SSJqSebj2rr`W;R^*yn@_7F5M@kZ#(qgi$w7)tVlX%f=LLM#6ua{3tUo*ghq5=;HEy-UA-dq|q@!Rj^fGiB9UxAY`D&^x zmtEKj12+4m{InA=CBJD?SG4R8_>8*CPBcx+gtJKZpF}_N6x=UtB6DM%U@_`R&1Yl_ z$%OSs;ukn>H{HxyBc!@;ISHuqdZb&76&6Rr`T6+xHusR8hfqv z&b&ag{XL>6k_BFw)tBh`Muhoq?!(Mx{aq-MU3RB5+=&+cb^yNlbwt>LouXV)eRVXE zt#sR|R5d_?U`*OP4bT^2QM!xb7nAdKSRcoaQ-r1bLtPO-cfzfI4P_HVs4Ivf({@=l z9ST7+fs3Rd@(XL?R5{ld5r*A74K&}jX)KJ$3mb7K`AiTWs7P)*%`OL~5gwH{Y%Q>u z;+|TUPpY?YTCv>@0cAiJv4?}j+p39KNU2oqS0bS12N7dM7e}L{Uwo^v1+kIcx8$B$ zJ*G0!`)oSVF1^z@?3kgD2ts#RN<1=-Q|w%TQaCt@$7PEqb{6hw-G~Lsw?=h7S1ae9 z>`^Y6zh1kR4MtzHrL-kZ;$S9?pzv;wjVc;5m87nw7~~z1(3O8Y>h2(8z8*WfYV>A$ z%z@PV;7NwPm`*TF4AQXtF~Qw91$gOEqy4`B3ILkkfE>{yW%pu0J+>%-@D>v6hfdHu zlWK~Ft8o2cw`qidc7dNdLfNM8OMcGAHOuo9cd9WC{imTdF&$@go2-5_=Ol`r5N09C?E zG#@QZsy4mnh_$N)OH7(OkQ;x^seU@H~6^A?zawPl=x5oJ}$&h5DV!5D~l(Ekw>+>QlBuBc2`)Z9E6Hkuv z`)xYuB2lD5X#$KZD=||uIRt&sv6H+;X)m^*-!$`P%wi!~mg~GpW^9$d<~jz%3L~Z; zuFPE?$TLnIM$OC^*!&rZlbO?WHN{ao(ompfgY$Cprhl1ImH$q2?AvLRfPmM z=c}SNJ-lir-Nc&RNT+qkbc-qd-PJkZ&)%1gM--?Y76ZoUWa-K5dCvi>Wz5^wrvdWF z?I_;|QqG=#{Y$~sfcvtRU*iIQd8b&4&4kt zc$A&Sds$(y$xaZ9F3#{Yg&c%GSVS?4ApQ0x4@$CLvtwh8Rt419cLD#1^?jHMx3H9ne~%Znhbw>S(ESo6I{oVV6GZeB3R)lGwyp##>l zdki{Ep1zr46vJcLKqJazf$?}MJSYgo1#9lP5kK$7RKi}yEWhQOhH3(?-sEewIY9IW zKhF0AH%*b|3VFVGiQ*Oq=qrkCH>7@8V9Pg&$7}ZAMIP9hcIm%~D(oTe$b(&AlXUUx z5=Q<3B%0(FqT2+f=Ek%&obDvA;w zb0<~w6kkMK9A96XNeGD_QykAmppOG~>8u<71(3Io-b{+{Sgl-QQ1mRIxTy=cbX9>d z&mJ_zd})bvZnmGb!XN~pF-45V&Os)?vSB^FGm(bNtEBUM;adQlJ$Ln=kk;-)=3O!; ztZ=w((k@SsQ=`~s-kmjp4V;>FtZpG$z~K@8kw?z!@xT|80M96(I%IUujp?6;0THiL zMyfWSSCt@!GV0>&O#v63J6|f7gC+uZ%V%$6ULSuA2+pvQx@d!BSi)^W7_v7tqw4|v zYfFZ$3k{@nSQJgnVU1>!9pxaRwtu;_gkWLVS7OBnmPI!31k40CV6r+~-7`hJhc5bL z=$oL_McYpj6ToNrQwrfuP7q;xDR~%Em9XqvjKxv0+N>Zp8Z1a!j(sieO*l4B9>k*s z$Q$UD>mf*H`*EuDd5(1AMP|`qsP{INXwG+5Sk$5VQ~1Tcjsxh(N4_eVk##V3UizG* z^aAESG*c{sMT1~LlP4g9^j5c8vkQVn(6TPT$CmWGg(>;v>MqwCA2Ke+{W488cl zqb1ID@J1OLu-3iDQ&8#bVCRqb?Y<-{=&3v~A*P0i29p2Iw>m z)~|1=?|grL7aPpl=s}ffM^WvsCns007SWNkj%UqoK!CG&X%CFS`6Xuz7(rBQVrN^4 z=5Qraw0psz*kRAe@FFSRKZEfP{eibF7}x&rYB}Zo?TG6;ZlCu+$8=n6sOQe^*y~~I zGk;vXiCtjHb%9H&lE0KqPw{2dtuLatFgueg>`n4h0slxxQs?%)H~_hz!IZ`e21%Yf zf*n2^z9*Yp;3hHj_CKM>q&}bbR3M*>HHx54G?a`L@A}{TETJB9s82eqk4`Sh@LO_E zIici<*xH%$mMxOuBz&5NvWCLR5AgOr!g9Dy<@x27fGmt0?OZvtqAvMHA22r_6>scK_hE;d6cehGXd61nU<_T3qY zxK;PeZ%M{Bx&mLic25uW4k<2Abe-sdNgue*H_Wk!X4ZhgY~8zAJkkwurd4C3C@LaC zp_<0PkExI4I?B{q4p&OFZ~Rnu%vZhmVHvH(c@ei|ldnd_&3vIwQyJ?Imfx5Z!PIKeEno02tN0Is1KXy4 zG$~UTi9o>YIqNp~P5<#@@R$m1uAAI8L);=A!}z?0W*%cOze- zfNhW9Vt2kmQfC=FP%dj&-@gZ$JYkIL;t0yDb^n8lW%_vS$Y8$!+t*xd=ZDJr_{iI= zPG}0pOZxTdpqGM{spjW{(f0ZqhgJGB(x-#j9>1MBk++jDG$`9nAa-{Rmm{28>`qsY zzrD%MsgrG=prTRCZG%w?vp`Do@Lu%03~a`pu$v$8`cP(y&pdv{`$yaR{QWQ>M@R|&- zQ3vxRnFvN)FW*Y#Aqlbe3)=A~D_6TkU3k2=Ov}MuRhfhPsD%y5921@4C%)W}4m5nd zqlx;H4RD67OdmXb5~GHVk_dOdc~VM#8npX^B6issHRWWb*tYD)(o*Komzib81`5D$ z1l7$X@ng3tE&^dH2uvdLm(_4a)Q!t&mWQqrRpr-iY0@(p6WC@WlMmOZ6c#1@jpn9? z3nkkK5mC7BD4uAhcvP&E?yhO0B2blYEOogE|aP5`+!iy`GPkN`5We%lWVM@2V z`)M_eVQK zj259#B)AO2wsZ)(DfQ@ApkH>|bzQ6Hm1Br=ddpPxnM6WA=tci|+N>uzX3P{v!slt~ zp3V!4KwCM;1YfQ9W9T`us;V4betg}_7_TUciR@Ax+1Rm>sl#au67#-}sYS%;7~%ACJ;4Ph{2MK*2B~r)sy*H?S*heR=}ZW9p9Cq+OrQ(e zu*OA9p~)8#ji9 z=<&{E(hfh$o@oNutuZ0qt)9V}BEW8=T&e->;f87ju&@!g@EjeZ6a#QHXe(SRN{{bC zjCKza7cV~fb?jFa&_C1?zF8<^I!*=}`8xHc)C8@cTkXzimt+6qI(O64jTXV#c?qYr zeZCI~S*XOAcCmqeofOQ2%d|q1M(mp`p=IXp-m()Pr@|*j>EjO6<}{Lb@b-b3%qG_B z!R5LE3ARn@Gb(qn+B&bM@muHQ37Z+uaLjZ{Ix!NcS_|4i#`L{TzL>MV`jSYK09D=v zP8UU{E<52McH4q0jkp3)c|{|T%kv5rZFz}Wy&AKRAX%~YNkLWDrgr%@#>QV zJt6H0zGBKJ&m5&pi z0EAEgp_#;7hs9RIAPKa*c|@Hrzm;;9G5RfQ8hT#ievn&k4NL^rm*0|S=exq0mMhPQ zbtDrL)U+P6N)1&5pf+3I4v+dZwlr?RmTt$k?0bv0jSEO_uNb|RCA_4&X+6KQyGvY+ zyLk3`3Is_^yjAXdX$twe1)b_>eJF<;8dP8Z+~@+Gx1JaTQ@FFQnL)E+Ic(fFdkGU;b?a(ym?IouO)AE+|8JQ!7MQrg<-oM5q8iFL1+H zZa_3-RwwW#uK!4Z%IzP=lJMgBGNMo$e=I?x!i42HawpJvd^3G|_Mip|KlRGpQRFaE#U{{*1oov;=3HIf0`>oAYn5wThfdNUBgfOTsOS;xi)r2X* ze_6SPpzzPddKG(C06&NaS}ozJ z(~g~Wo{frQjT*G?7e~t_omV`3X@bm2EIS#2rG;(+vQRJ!;1}nCF4guBA8shY&#mix zYj{oWfo&RNk(E6LTi|%7#WfI0KKp?$Vn~JWhJUc@GGq;5pWRy-&Le4i^t0HCdQ`W-|MJH}dca~O z+%_Ac>&L_Rh39MRmPR9f>4ebYRfU4FM+i?{GualKtBh(pg6gWshIj1vxpb{h_(>W= zuAw#`=FSrpDLdiZ3oj-Xkdpnn=4f z_YX*Zg#A`WJ20z(6w~>OPE)l}uEKf1xl~&}dAuLc80azBbei#t_*qETSnT)X&m4l zBG|YLwJKFn7VRPA2g0R!b9D>VuXHp_LhLS7$5EP*w+`18k){K4H%^@b2Nb#&o7;^P z5FhG?M^VeX*q+usz0c-$mvJgqu0@E!Ff)JUer(0-b|HWC#5><2K%;5sBHHO&!8s(W zWvEf7(JnL?;hj~P9VdPJ`)d7SwX^d~##5YXX$+2N7po9tuH$!DviI7!K^eS> zU32J@GIzr6{vh9^l|KK$8m}W;0*~xey_4{sGCz7&Sb`7GF*`M(p9FOb_ZWi9T1 z5N0~E?mzoyOywp! zAF9x+UNbw`h`9oRkR?5@dHk$OdkyBiPb7tV3^i4>m*!+sYCRuU^gQ@#UEUquFhrkhk1a`rC7FxqaBm zIX7LY3}lLYzVa0;KJjG($(tUmMSr@iIAvGr&W=wuj{UfoUyv_aeUmbg651pYW#2b0 z`gQAoSu;Wv8rf{BBP{-nptT`|q2q&KfhDu2J3!30doY~-O`vub(s~O1Kr<1VT-RgM zU~fzCt5m6$G=(0+XJ11s(rATJ7wWNWx&RnVkivOEGpQ1gKWw~8>1xdMN#Z`U<~6Bm z_*kA1nRe_bAie(qls&H?)DaPEkk@+_ve{EewBP=69W+GM#o(|Ytg<(GmyBPR>WAD^ z9|4(u;I>P|XP~Di5&M?Agt(-_nVK9%g1t@7b53fKd`iE7T3-?IhKl0-B1}M?;n2C} zs*|*|YtTvDhlSZNP6K7~ev@tY#-eaM8K!J2CQ^?Woa`mw6O)PnDRq9@zst15AD+cY zs=jbLv#)0gT@U-;?)s|RXfZCtL*eM#q{(fb6h#7f?4#b*k4;J2{+Gtb#Up9fWICIm z`B$Qn+7z^AF#x{C=^J$!?^=rJxrh(Dafq}?YVqofSvH9KaU|5pXi@#r5;y8#!T80J zZU$YGIH*;_^i%bUSj1MK3{(M;RwNBXIHXs?hsig%U!D_ zyExI7CxrjY%Hj0ZyOQfq8adcGFV9#^O}afuR}vXpY-OE1E79XWUzG=#w+uF>YhE(9 z6zB7=ogOAsgFRf=UQB{wZQk$|+x^9}gK&#>D4LL_+85frzLG2y=FoVTusCyWvCAjl z(JsR%+eej!U1bo=;xNk(hxO2CZIs3yjXxYy>2wt3MD7gzBvI*jK~9!}6WEepNz8;P2x0=VE{dThT>0gf-7!-&K&|wjY#dZRsG9%NQyNVj-U5oFp&Tm}x9(o0_9(+= zeZ&4dU#c%oiAlayZF(B=zcs1W5N8@`hVZ~GX2}b>K;B%(g+~PcV{U7N>|dFN((x#R zHSpDWWK$= zmiP3u-{gXGsE8hh?@Ia>fC1pDou=9a9!eL>w20wx!qdazzR0^nQR6r} zFig0*ya6wtOCVF@Yho=pXva@Ix_q#_es_s9OfEr#O9umWK4XnCa4{1R*DcDGc*ES9 zuo)}uIHio7Qqwxj2z7NToGv2r5kTp&Uc{HjeM1f_T+DR&PyMcf&3)aySq6Y-#tMK7 zRFh5-Vo~$3@5dptAF1~+E9|}JCyc4p?*WQj1io^~ zK0gn4LOE&Ccp!ArF1ZLWgr#PyE{yd-!L8tRx`?rO*))Yp`*I_0e5qGt6|oOH^73<~ z`^R+*)%Po_3eEsPl(=Q^7ML3I!tZ~h_o7CE(U5q4-f%1Gj5I-+>_-#nWD>~i$$v-R)D>t}q z#dw0wCea@=lWJYC7Oy~cyve8wglo7@$t{68exFDI!<*Ru;HF5G`Pk(YAKO)uK!ve# z5(-THMynWi;Q^a5H#3dHS~xO}ibN}CegZ7(LT8epRyg>5HQ%Y!aw+aD_`;iVVssdG z_LBeg!d{CcEXPLiH0LefW~*{W-%|Km1Ir_SgsVR`ejMK zE)7!`cIeKs8lMiiLus0wsUd{$1FA851+<&(#k1HB)Q0 zFPJJGiL%zkG`jZ1jtvxoc3ym{W&gOvsi`Q#+_gNQXEhySKo)qM!6bI$NWhI^3l^l{ z_7t18u>2?TkgPYDL@V+mL@@H`NM*a|%v`}Nnfaw?S-d_T!k;L4SuHs2eN1Q_QQNe3 z5WNcjQg2Tv88H3@FmrPX`^efgi-~b!io&cp>E6$c+NZ! zM9||yFxw(2E|j&SIbzBFER%ersP=PRcHU!irpi`?*uea{&cDHuaR$V&Uo`;)?ldZ4 zCf%+6sn_*_z}0jVQ;i<~y1R2hRJa+9>A+9A)$m)afjl$aKx7M7)qr7_#g)K?7?cdr z!2*t>2$=)x@>3vNCl6O5vUG2*t{W3(n&)%NSWmI*{n6s_*zVqsC%SNHFUkzR!_1)s-9ob*zXBLj5VU+0@^KgHOLYf0Sw)yFC@+P6n*k+rYh9P() z1<%azf*4{w5p<(2&y?T6B|ud82$q4%k9vkvjhXMMrTFc^*;qTfmv(dOI^iO`u#;vI zY+R--`%oHlfG-@-DdtUz-Mhi$o5gd^nRqJU4B9g7y<3XlF8zoW{Q^j9$Q)v6RdG-*c zM=+fJz#J65zz`j=|-7nugtHCq3sjm%rOG3Nt;|f2F_}U zp4Eh;Yge37%GDA|d&^}Ji1Jb9K=MC_CPRU%ReD&BD#IgRYUpb zx$u42#}KmW!18YyOZCk$4urgQOM6Y11dX zcl_l>um|v>IhK0_g2W}3kjd0kYvlv81uXJN8vqbSk0n`G_9v3D{+ew6Oc~-a$?R;V zI6N*lB5qJC#w)Aj6e4*NZOG9R{>K;?vLyZ977!w!x6>>W$75<`B$uy*IOC@`WE(+8 zK&EQFqc|E)Q8tn{SEU~@-%sI~G?`|Y%*X)$b}l^01%#Q!V~8o*LM#0Bw@CU8s<@WA z$)+~+WAy;baylBtOpryK(0nM&l)hGAf+9!RYWHxlzfS2%5KaDuzftn=4oAADx+Yt&Ru@WTcL8vDbH7C>f{VyZloXdvEinWNhZBu z&K+;2!53xg_{u6GJw^!PL!43#dpfLstEi@rx=f_y_0uyM900&NTm-V6B63{r<#hCA z;5}P~b1hgOQ)0n7+@WgTH*o&8k3^FB7RR~tpPz$dtsTcEQWYbHE z@5?(JQ}H%wdk}cc>ko3-%CTKiA-!pa?O;rg2X!RYnj8yVCp_XXTAZ0CMH!EP{42sJ zV*E!e5|Ye_fY^BEEI}IUqJ@pBiTxWcN*jGFSl0XU1OCINLj-|Sg{P-mF`QXD&9T*; zR9cww-E*o1^WBz6OPR6DmOy%@aA-LvT%ICqJeNC$AbzxYBLk5T_Rae z;|8S_SHc+;eRFjrs=QbytWrGW0b+#jWUSw_I@z3Q8^^U28aa_h2{@*Ly z9Qs)1`J=I7(WY>QGYzEQiH2$}+lF940hNV66*++HIlRnCwjnGRQ`zsiNlt8wm$E5= zHnv6s_WR=_0yp&ZTPg$UI)}>#xIay+ zS3jwH$An(;Mf(kJ9mo7eNTnRKy?#(t@n&3Fy!&{X?bxD&@kAvTsZbHny zm}M;%OZIXK<;Nv+!$>*xinRyf*Yx7jd1yA^!Ik`49MhuGCx22}3LGQp^~W~cz+po3 zpyA$Ju+}qWAkcA?I`wo6o6vP|$_>m>cK|RfbJK2iStx-PB54zUNThX0!VugSsy(dj z3P>QK=TMk9B8{Nj3Z0g1eg$G(KCjk$eW+tYLpn@zDn?-blcfFXj5~~;nha8CsB(Q_ z$F?wikJv3ib*tK|uMpg(szHWX@`L~&m=22K!WlwFf$H|TO!GIKD>qW>IpCYDvr=5e zULnmYD1@JYxmfX|Z*Bje)90;G#B-+T^Mkf}PRO**P~8H2k{AM85rmYn`kc0H=i+tH zF^c=ek*-W;{hE*CI(6Tw^tT9}rmC~;n7=-gT3KMxD5+0k%?T+56Uq$lE7bGG3w9!4 zMfrdY7Fjb^I|>Yy2`*{IYk9ZVv+6>&Xie`qs;wxRD-esTm$l!T)62PIlA#(zr*R2O}rRh0hZT`MjEbxN9bM7@9$fLyEGn1 z?Z}a}4aU#kwM>-zV8#n*zpU~*JQ<8KZLyy;b&L`Xdq~iEo!e8blNw6x(PE%d@P=*OXf)8-<>}6Pr zO?RKZjEl<4SYYhcv3xvt(Qnp7Hs(ITl47%J1yK_OIWt(7%FKPX#tK{CZv8{fANn24 ze?tM+pzhzh054u5v|TPY)W|`-V8Dd`ae{aF_;2%D2l-#|7jJs~5xW#}nI$Dzrg{EJ z>+u*kDuugvrT_OuopdST_RA5`!kWm|8c<%WuJ9KIclDK#qQqE65A&>tuXVLM=xK#M z`hGQ}(0h&MuMzPZi*czdjIq>JM(;^7k{b?1vJ=^-n9CDbw_i4wXq^=Rh};4~0Gjyi zl~uF!Y5Y(2UWFth%l2Gbsm^@S<=+{mwse}3J~Vy%(4Suus)SSH-xd*48y{0qdR*zW zV@B4`^HAiIT8mws{r(XVxgTORo<;K~JqJq|m4DxvK;MA!Vl?ZEFPA1lxpVV4uav+@ zaSn!wmA_?_i=Ejw+Oan*&6*1x^DdvC0XjE1Tz5^Pi$Y5)pCP4$YN; zNye+*{F>MfFtQTGHMkUGlHKp4&;w?Yg^AO?ZlCDY20$xA5o56hxW)U|knVgSj*pdM zkG{rsgl1_27;73KhB|c8^0@nd=llhQT!^_<8=Dq7F+fkM#$axaVQ5@p8woSODnMe|knY8#e62?TC3|1E5y^d?eioDShM?;(v zcKINa?adIi2>1vJ#*d6QiVo`;xW22>{ou7%HddnH@PdQQ)OEhRo?+_y)^Ga-_B(2; z9$th|;m?+T-O^Y^IMKbokqdFZcw_rkloj7NN5fA54r9kVK-^Kahs;!UK)s|z=8(18YtQE5e;;lys^N0i7Y#EPx7`E-B*ceSLo0-5o z`%cMFf2E0sf%$EOUC*C$5#KC|x5p@t&n0~VQnh5H3?*!lUQ{8MNHstQ4Rx#Q9&*zI z=WAup@^of>fy)IYqJ3_x{41O15PJWy>w_HBFPv;H*2F?jw6j`7DvSUnkZz+K4 zxbpRhXn~)fVIm=&iXhIorq?+D>zqfXM|u0Xto;!dy_aSn6>>hx@dGNNCAzJ0(OW_x3Xh5Wjf^`{|59!XIM z`i@I+OoryEhn1pNFMkW|TT85;p2lI%K1+&KcpQNg{7;#h_=yiBU|WlEvf&8+PQP=sR)1S8 zpFNTObkb?yWB{|(Su#e29X<^E-PsbNQnf$Eam=oPL}%IJOTQEkF=3E=9+rf2R8rq4 zvS$?eW22dtLIE{JW}tjg+C-`!br5oW*Jf0|T%$;`2ZZcAK)z{<>y_73c5q^!Vb`hiT0;Eob zm49!YlZe4#f$tytHIwaWZ*pLH?U_bNys2IVylbvYUbYb-y^SuNIr-QheN0|2e1+kG zoE}?f{i@S{X<>9}8;h?3Radd~ZAn3Ovr80@C;@z3NBXhk?*; zgIcOy3Lx@)g-8oxq)s$_-er}c zE<3x7L*w;rCHSSnnVy~s9*ShAuP+koE!AOTw=p$!zY_A@NbYNz?bE-U!2i@`Z&Pif z$MKF0#Z5rG}XgDYal3Rk1mu zoqyDQ(!gtR!qjX51eys}Xw73fU=oS8Y!tv~;|@hUz_!35DmAfS+i)YMI0LJHGY+qJ zy4P3EcXj7BGG)pp%7;j>f{7`1DBfXnOEZL&G~Kmbj)gbWHsI9uFKqB0OHW(~q&s1~>lfv{wbZBSU6&m7nLfvASV$#m3%c zfxh>6PKjqa>>rem)1ls&enZwUd{kiSPm<5JW8>M(w1LCcoFO+*pqJOa0 zvOCDRJd!$^a&WqQ^J9@763)6R^36GurP6LBDp_vBKCieGQj?+#JJp%rcDAsny4esT(zQF?DC&S0?WT#ougN@)Zu;jB zdwG2Mb~lA{b-i^LSOW@mE@8R)dUP3o$^_)uy6NjMFRawWQ=S)4CERg3W31%H`BwdR z(o#i5=!o?Cfj3`NBfEIa1Ud2k$I6VLRhrTEI_=MZ#%izQjV``x&(2m$!gGs45^ zhuj&}i3p0Gc7zP4sIgAQ|2D32zRq>QA+=sllFCh6))1jx%8f@93_HekE}sO=bJ0nS zirJ`&@>A}SQI7bB+$i_@2hdg>Atq$=I zut^uQ(b)s-*vn3m>*c(WG`41~R8~DjrTC5m9PonZD&a@J|JPp^(+`Bdae$?<8m1L# zpV`E&dm8POSckpwPn(C1(=BViZE;H~*Dws*1dF2L@`&p?DSYAIG`mL=zo!2n?@z>!}9YZ=7{(@>Z6J9lN zut}hmAY)+2za<&DtWp2j5Fa3x(o|J@2rOmLq2TJEueUzgO*$~?%A_?OFv-_ zl0eYaoPau-$O^AR?!b5;f4Pl!`)NG*$Tjm7#cEZl0R+-VvKRWOFI1O}NbMQ~Dk_Q8 zj+_c={=id8@5YF%=T{ky;bNI_ta8z!0g{)az%&L$$st-8%jH=>vGc!UrZ7Y-!+P9< zd8A!d0xSsrk7eHTzBpjLRpuKUVo9YF9d;}kul~D6_Nzj{$FO^n-D0v34G3XBIk$6` z1j>C2GC~q-hapz9=Ub>VgqtegY#=b8x5H=og zJGGq79XJe&B#J|1Sc03UqmVOBxb%CCPL~%sh3tstk40=4gxnAoosR4?paIgjJuYkX*i{(|upTDTC3>Z$luv(KUG@wUrK}Qrp z(>EH~;79&#kyo%z?QnD6m=N)I3XfTFU#AFh_oR`k%X1LB=Q|itt`FPYNj$ zLj`}~m!!FD!Bo`D7VnT7Lf$bX-P5C`i(1OS=d3!doCd|j|#r%$M`syE=` zXD)&(x?Qq`b$MXN_6YnWX4>PJl!zO~g+yzsN)w=B+I2qfHYg(r&=j&{UIoXy$KVs= zYAE9TtLMMiF`ox@N;Fyxzh!ZVV>!oIn)nn)*pSEjvVw$*37>ef{6glEdACUAA?kem zBWX4nHP|Z^>u8*iId&KjUpsX06}cL)h3Xqy;&R`SzHC1gDR1d5e67kUZ33ul&dO)a zot6o;yupt!yI3qrm(NJ6up(3?Co*$2@1A@YC{a0UAaRpC`y;`t*;2>*0%l;1^xhJl zBA(qEoTG_aoLVk#`I7cH4sE}?`@-F>NgvDAbg>*Jy1FO^J&lN$+O3Xjn!WHlQu#WR z4_T1HET`>9YxAY2;{bc1GSw6fcW=z!yiXgm3>UR_RANDtdtmI5Ij)65t>o1f>TQ~F zarDrNL@#_Zb49}YkA<`aKl6mU7$p+1#w!@zodJ zLo%Cc2nraY)$t$4bK=4<9r8k1CqI|VWbfrop13<>KaiAI{ zoz24C3=~B-Xfgtj+q`3IkXrwhNm8b%G0U99`Mh6 zUF-RB=e$C0Lt!?dz0HTIa0175|Fuq(3-E&W0_iDnRO`(`@6zQLz=Il>YKd$u@-tW$ z+bC=CU&t5;*pxJl+OEVsh@u2qN4F@#cEjxd&8~&%B^5cn27KLmx9c_&bT8M&Bs%KL z17}_-V*d_~^pN4hc{RF3-Lq(eCUSlMPVzXzwm*_*mcID8`};@>{Ef|I|DNr7q=4Fc)IAsze8JEaZhQcDJUHKgXbd8^Fk zpD99}1o6MdVfyYtadXy!>WqsuSy%T1b+JULX>0OrKd<6=E+3&b8b@RTqr9pWf;+pK zGQ|@cx4-67vNGRGR}lRX(F`FQ^1oF{cXYRv^fnHwsGj+Pmrn+}d0ZEq;9ixL9F7nD z9tQhF$(5564ZG0qZg^R+6FG_q&hazp5!rPOh(CM&-v^u|)m&dNS7dqckEM-fBgmKD{XW!2rjbkb8B* znSwcGckxisiDSP-LH#a;=iK6h9f?&FQvErze#(`2w-0BhO6@LN4)G~gtDmX!Ly>p; z9cu-xJHJ&mtO3{T83GF;`}}*OfstW=fCZKV&Y)8Zs*GTvuUTiPZptsulW%*CC z!yo^B<=xz{XygzMuCM1d?tQnD(qbW6*t1{;n+YY{)oyP^mhzYrGlV&1iI2mCt>7U= z;t`Xv7B}pLe7MZ-N_H`27{QtjRT3)t`xU??HmP2OMf;l=eA_P}q0LFEdCWe!rMa~1W`t8dfmPE z=?u!(AjiJMJGim~#u0zc9h|R2j!`57>g8lYiV0MgB{u#F+~u1u+E>Mp#ph#YkAd;}UI0q1h%T=bJQR7PV~o9)f2yEKm3iCRi)wWX2A=et|rC+cQ|t5wWVkysG6 z($^9iJGjV>KT}NR3b!d7{*~l*^oaqlcMrSxQmf7E?>0{*gQeF#KyjJRNs>HLyOqO zz;}F>+<;EfN`ZcEDMzQlT;WklA~dxH1&~`El!KiTKne&m4B1gPtT9OhDyQ~cvA+l& z>7o~9I5$emNjtkY08HY7U%NLZ%-fRB8^tA=q_y!Q{H0W@oSf}e(qpZjSAv|E%2I`n zbT#xb7xG9G#TV(=Y0QK;s9I!|fs*wp|Fvyu_(r*ujkw0jil0CJ=Zb@@>WX8~#fcjk zexAh)QTrmcPM!ZNe$LDSwjn_ib%FXYPFw_@naCFFpy{NlDv!@Wrf7aJ56A#EY%+qW z>cf*vN@YfqMn+nZVzC1hQ-Xc`73kA!#$>cE$b*Dc3F`4&t(Z0Or=0i%*RxFv{x+Vg zkhMB^r;;ffjfbZt54j#I-7rRGc)8E(p47%}YGJ56E7=_L!mkPg&)F}mW}_&Yzbj*6 zPc~7k0(SL^ANh3LE!xOOWRgisngZ&COv37sZD_21mu3d_kMkqA1ebCJ&O#9y9O#D$V@WB2Z(|79d2>mcT^+K!cjCYVQ2z!T5|WyVfJbeO3LN45 zMQLN(Fww1RM+YaR@y<7C92>wSm1}TI@=sK7}*$a-*~a zHZ#{)c@g`q%}NT;yYaA6EnZ5x>C9Nur^RaWp!`Y3=|Fya9NR!-I!(R=KgnqDsS1oB zBbDVSs)SCXfK1mZZ&;8u88OLUB<-gqz*^pW{)F(1Krwe?q(nVSBAszLoJML##c9+2 zL#>o2!b*5hv)<`eDt#7yd0!E{~KXOCULy#Yqw*wi&X{$Zfc{bW}t4DwbF3fGh^|%TT{jeh?>&FtBwE`xs-n zg8NvGoo37Zt^{4Y3tsLKEtx-^xcfvO)NRVDzey)eB1XqC){ytv{N}Rcq9k=k7B<_h zvR%u>608(vwE*tAd&`f670yX2R^R8Gt1H~s1)2&@^oNPJuJCyW5Fv%b<~j)wKlaPE z_#fWoso(z8vzAV7`4(mJScNsoHgMzU8S8gtoY3puDXYOn^k}x9`uc9qH_PvJ@qBny znF6lCXY?d9ocmckrTB#&UQ?nEnIA)a&PXDCuRjH7;Y8o$PizG&Cu-8AW$Lp9M<^9+ z2pRyahxBN+PfA&>V|K}GAdwomu$~!c!_2WVQ=J%X$PMiW=b;R=+9rN7qaPs*w-3fN_6 z_TY244Zk1$^e?Pn7VaH()FL^n(j{TI5?uEdYUpir>}UOU&^z>u;3_o%ZS?w|eJ(m7 z*?QcNYiFhqp5v}T{N9w3e~7{zc@$-HLgg52?lt#_7dgmhKdS3X1e*H2^W@ zP8A5*ZSX~AWg2D~9!$0l-<`$WRs53#)j%2e*P)cBb8uAt|K6<+W?_PB(n@)0nlO)J zdxCcJCy3H4Xn7vZT^l${K%tp1vOV{VfA=%(yCP~^rf$mM=d>5ryE%td4Q$Mi$2w(i zv(s2XTfbabil65=$>7*EV3D+i6X=uH;(}8KmnHet&VGF}U0WXq>;-O<<(*ViR=_)g zZz$xRXL%WqA>e0RH4Z~!s;?hCOq(kTI z!)B%LQdbpST>ilf+pY2&#U+F!ZkOf;t#QXq?fiU z_K9$_5LpwAls8cTcwP> zhhATjjz7#So|tM_5rj7@h|Xr>6cJ=~z{;;7`rRhEhF--QmfMk4cF%h+ZPlg`^OK~f zS$`gO$n1TQ-0%xtGbh+qh}>a?f_u6bWDHkr!0{)%%2@XQX`e?8sRm5kN>?iJ;Iw1h z!w`$FZg@kNvmeh$r#vh4nh-ND)u}>Ocu>g97sQ3`h#*UGxeW|KwwU5r3))8Hz2f7M ztzPqk41&E!qc*_4ARyM2IpdTbObQN98 z=PzN3ZqWNoaO69t!5CJAJ~I8FD%Y?xWzz? zTA|FVy8LNukCJ4&^`4xj=dwu#dGm%!R8Jb0Y43l$9ExBx#cm9}KG!=z*kPLAbQ64e9Al_ab#01o=i!OMJS^ zvXaRF#rBH}$tt3XHtMR&iWX4yp@`w{=UYi0=Y;a~2cJyf>V0UoC41azn(5WxmR>^J zILA*sTWd7+FYy!2T9!at z+w9*aR?tA|&ayYfejUcg+Eu7-_|t=*@9vp|5%atP%A;rR#Kt9j)f_>wmFI0-l=}_; zup)WUbH{~)vL2Hb2f1(F13ATGxNOqx3LB{I`~LKV4J0E$iVT+t{SP{s z(AgiQoegzImh9;ygZq)?9^X~2&#gFmG=!{C3wcseQ{5fhb*w zlgg1Xsr8vD>KFnVdzlZ^R~H_M`Sx1Q@Xmj@GBv(hdRJ41;bsIycLRK($aw=rwDH4f z_R=1{@!f%F-ZQt!w%nQnk>P8BJv(JqarN9bOf>urzdZhC6x<5dG-q7cka5%FOwm)CF6zEcHBn0f z1=3YtnFQ#b5^EKhc?7I56*rt&`j3U$f}w*Y0lZGxVE`XKZz5+my!mX3AS1;DEOg5) zlID5h?|E`2AR4s4R%WC@6hiuO?XEkU{V-wQ+@Sbk3JI(nUY_W=;|^bh9o>y9KrKUsXY8__9m_Nsy-N0QV7 z7gkhtv%zorokJk;*h9S0AohNG*7uwgQ663d#gjEgPSAOR9fPR;?J`)4iHjYkY{|yp z>vq5=LUg@bJVPAYl%bIjE0y^+5sNXEUN#UjK5AhD+S`O^4^-#*yL7_ok>>2IfZ8Z9 zqwn86Q5&rqa^976`Eq3`N$Ye9ZMk&8P7Wu!Ou2LDsc|AHh0jL+RZagfJ#~*%cnLGk zKLm`u-Eyc!A-hlDY+9zMZ)xkU_&o1G$tSlO{Zf6;AFYtriXZt2xL9-u5l}ZFu;xZx z+R_MjQ~LBw6+ukJ-TCA@k~mkW3X81Wwn^5^_?Cn+jVrk~@ExFme({*v5zoV_ING{U z1{0GDOptq7^Y5ad;|EsOkg} zQ{QssAU-@phcJ3ifH({H8UX1^^vH<2K-Fj(3x}psD25a zm7O$r4iqdAalFVN_J2ZoBkq|X0)r#r+;Bs*VqG^^p^biTEG=Pkj4)*g^R%cz+891?*OoOUb~k+?U6s; z9Mi2lzXb3Bc9G)`p}l0WsSxogL;}U!v^lb-%y9TeSBngIzoJDT-Sq^ss9+GYRTDxk z+9Cs6kszQZ8`>88WsWaQVt#qfT;vjj@m@>2 zOWSV@b- z?Dle|H87P0uR6FXDZW=c6kjCXkch1HUx|=V*j&(yD1|dUKN!UiQvd@f(?tsS$>yyPD0<@1n_16JWM0NoYcQELj!e$>E=JQwxLb`EE~&c<^# zFjOpT{Y^cCwaZ;<_ffDTt1sZDO{{R`eCQKIDC2RjvkXkdTNvLLde@-VG#iCq8a}k7 zx!l&AMaa`==9R zG(TJD6*xlI$xn@6nk%7^C0yQ!7&PM@v8w9;Vm9{*PQsODjFdZnEBmx;H3!(gN!U=BA`Ka4?<5y^{FYYp1B zU)DN#4%{lV&vq=z!b5CODHQRfbfXTN#zZMkDfC$lru70n-0WAzFnXGA0IOGxKNjM0 z%41R5(eRA6<7X;0^>vq^1ZU3WKE{P1{Xkl^)v+nzWK`Ev<6`u&?z|4r(fEh<972sS zYmLQa^eXq(+ygP1Gsb`Hla$Pa4 zzgK&r{C%z1pN-hcM6Yh?fpqLML3R`!)jYDdpJ4o`RA;~lrvaR_#=00(cjBTi1pyKz_!il_K3$a!)fb*VFk z_p~*_*}i0!-`ozJFX$%tu)~I>VlhegirfT4&v5|=EJLrSJE?Y-@cq@n@*Y|cM4Ovi zDK9ng!cjS!B;`;{NDTbDB%aS))wguFi?A^Wz{tO zXnTS#d_H;?>|w&|b0GAWtSHImlfy`m zce$9&^KHuk{e^L9i;)Vs`&yL3F7nCRLjM; zJA$1bgL^1ENi6Y)QtymFo{S8J!@6M^E3}BJa7(~wDwQ&>d3FCy-}X2RZr6Orpc!6w zfIWTn$c(W8f$~As+8cH`8-c`-)C$q)dp`HGhvB=cET6Gm41hpTmvZ}OF1e#M`{#p-(D4Ipj4&`zhUvD=Q0x{ z=1<@svvo_^X?wnSKjbfbkxytnDNcg2sR9{n@3=Hr$`FGG3#p#bCo^0SV@P7Xf^IdY z7{vhGn1bB~$cVEKB!6)my@hBE?u6&z+MisK-Uv}wzT?w%B;XtUO><>L5VCMi*+>>l zFsei}o-N=A#KbPpxbKPyOW+Evw!7N&vx!P$T7LCz+ZdvmXvwtG3MPi~p*WoTr_(AV%F%RW4%KS&9heZjvP2ooK54kj} zi}V?{BG2V>8!>E6*#MKs4#+no58Jp!kdMbW#yad3cbD_l8eO-hMw4Jj3At}*4qmIa ztt)T)4MIiW7Hrb73mtkw0jyABVtH`nR?D!6rICKyRgnPlKVY)3Ch(WTd!X?rapOBI zJ?8*kS`~I7gLh?*9a8cpRF6YBnco~?h+@&8Amcgy7q9iDUb1zVU;)1?i5T$WI?iwK zznvQu<>kcl+AKqyC1f9G(vHr@BQBdHiDx8Mj$K_Vg6>1mcCT7#!yEQ4v8?TBl7A(s zSIG>KI}mOz^e<(lF>Cz8+^&XvYPynHQV_csforI)s}EEmyRHm*o;G1cMrJ*YkygQjhD zN8cv$NyZuok)kntvcPUhxF|(|^WK?-{p9tz-P?E{*&5D`EdexbN#yb>q#v)uA{_}F zMuyxjx^2KLqaz*e|06d`su16u{yenJiDbi8ZS9Uxih##kLASl!TDBWhel11%r>A=_ zVGHv)@eW@)JB|4p@3Q<}Jk-6!Tt7|NNX&C+ea?C88Z_o}+gT z%&h=2-eS==J+J)Sqjj(Ek8Rh0_zcZrUKRs(23IYzfQn@b3^bh%)(MYxj`k;{vOJu+ zY(F2U3`aH5$)9R>f&AQmM~S~b|80Xqv*S_&5ZkB~1#CDi55k$^*Nk!@1WBH|&2BwZ zNkOFKW%=<5C(ESS?*+le=er6-d{!NC{ZOanjd{oi_-4aEV^t7$&l{o$`mC5mj7v`W zg*pTw`*JmlbN4>^1pH8}zJkU1yg|_r<~=?b0wc*HVkSUV2mGE^y)%XpkjNy=t(b)7 z_)tJ#q2XNhHr&%mEZT|7ZnzXp)3}UO#K0x1F0H;FdMY>2ZQck9CkNma(5AuuQ2C?9 zAr{W-AJ=G~FpdPCt&N1n_i*ZoR)v11VHrC#&yKxpmm1AeG~k2#YP-TYNJu?Q-x#-x zy9W>){4hNb9vcSq!%cq_Lf>0YnLMlTYw!qF#%U|bI>O)hlW}c{WO0~B;ULSAj%fh* z6dYMU!}L9c{636xsyt74QOto0`?1sD%+^hwPHt0RfahM!;Q2>=qR(>TW#;G28b*b4 zQq}|rIC-8S&?LhRj-EH4)=p)k774mT-f8BaY`Rv?O4B{q6dI6M^yzWFATdf-LTRb; znL?qS(r?6vGC)5m&dI?muejMW9rJ}G*;wR*9zJELsZl!R`l5o2zu3)|^zNcO@VB%MSiqV+ZkHT?%|UtgvjD%5dm8w*;;4 zp?~i$hoKcgr(<;4)bX5^KAbXU0hlziV;HEuG}(KZL>>1V{XOZYvwK85d1~>UV|ii~ zYpJ5+61{(5N<*kQc@e_nh(1x=7o6Qtb^?PMEIZ3O>Wuqc1*Inz!S`52FoSnih0}Fz z$=ln&^};3FUfNe<%yVLVctL;$n>M_W9dhZBr&je1lO)$dpeEgqot5|NW=JxEiy4RB zNQTaUX`3r=^1=5(F@p`N%Bko}mUt}(T4Rk{9BdTkt9Vt7cTc6V4%SQz#H6Wqxuq@Tac;2>||o>%e^jB%iX6=5Vv}EgWEqgvc{%V6+ynd1}dnzw&s4!Bgm^zYYcWyuJi^4@X z*N9dJ|KHBD9nUj8?z7xSzC1}eeUb&x?1f!|Q#raL{{F_se8-c(1GY?4oK5E)l2&stv^^tQ?Ed6nBY_p!Y7@4NF2@~k88M(s>HQ!72}U) zcnU57@1$gaF}~u{Ek|1Cb!7l09RSZ(6X+gFhqdB9KmJ!5Xks|#d+Ilj@__Q=4d2gd!J5#U2ZbhMq0M0*jZSD1T8G8YQSPVM{7{%w`FSFnW9J%+pq8rEPBj8y zhW>N3!O}mvNXr9?Ww1PnV{^hsE8eMEOG!`+ovw_RGP*r*dx`}2N%`cahE?@L$tY0V z-WT_`vZ|R1@2*dcYYuXOh~t7Ypo?SA0q%SS;MP#>;78=kx5Ep_+1=x8x?O;9-gzkQ^fU@ zQV`tGj$$dWr7EbZRI>|=~1}p2I-F)+kQTyVgAESDo_mw)3{z;=Cx$)XR?>zziiXbHlH-IKDf`J zbR%D|GYud`l`XQ$_1jEFz;o&yskGB26?erWFK}bRM8eMim2M)sFF@R+RZ+ZMV!+6oQ9{K=G8u5LC~1vlahaO6 zHS`Sd*%j9+K}_b%^+SA))gUuk&kr)S8zXif7Wp2N?Wb${sVY`ISAD=aqan@5=U;}) z;&-iRPkg{$lDe6WVWuhiKgBQ>=c*BKv(*vXrr>-pqHErW;AY)ig9ePCALMDOs0-LN zC*@2%!#i#*@jngK=IdcbQ2BPy}CSE_VV>@>|CVMEyZtZ1MpC!csD}m5rYaBf=-~U$|{0SC8_tAf#*Bsn$ zq=LxbQr~uk+>}od4KsmH;m6h5b&zmb{!=7SGG^937yVyjV7=LB*E?4Y#4ONrj~lgi zUhXut=TV`(mm~ureJ%$9b=fa|I`M7}0S>&!u{XP*6y$SUz204}(mPz5kO65ob+Ver zEpR6ggaGO#RB4p-d)|h`m_dr29k>bhNskQBCf7Yq#E|eAYh5i+?|VnLZ4g@{G%WGp zZ4KK7YdpjpNQ^A&@ci-smH*>Lth zgkqxFR1Roq(_duO#^Ay<0ng~pzxpVAcu@&juezS_|EwBaOSp>80|Y1*(CSYKBnFx$ zL3%wKICJH{bU-gDDjdfec4+__KCiFaA(CW>;O1=vvgcn@)pmFVx6GM}&#c*bh^HQ7L zj-1*e>iLD-R3!fT9rj7G)?w!$5pLH5l4xKPMwXH_a#I$n4jQJr<9(PT-X3tD zE=ppX(YE{QvMs^&HEyPId{*J;m?URONNa4f-pRh5Q1QmwCKkuld#W=0xbXc7D|= zsy1S}!wH)_PWm#UhQb+5Z^()Sodfvs)hy#d?wN+);l`$jRxPJkA`lxE6{+DeyNSmT zicQQChUHZe8XiwlfD37ey}wp!!&FfdF)3~04sI_23(bp8p1-d#R6I>*^aldx!2HeM zLFo7vKx55;U|;W4JmG?(8ao7N3)j8pT!0i`T|AJkhwR-TZx}c|OD1k*x`AY~!;&1D*1mvf_p+;pQB^OW-!jXQ`6+&1U@y#{)cH& z8RGS_bSgiB$d4o4ebSElTi@|3E{0lt?35?tpy#V4+!kCZ9i}hDoKCI>CpFJWw!KMG#q%1HTt?4fWV8IUo(XSy2~{NK z*_G_7Ac80I59%dLX8y639$kPFtp$F|Mt|k4A-oH7DKEJRwLhihF@wq-b~Fn z5}&BGysN~PCns{|Vo{QL+?!C)2dhyMLbM*WXNU@}OY}wSI>FL@hhF0Le|M%I{MX7y z82H?{C6dg>AT(U>b|B_^28mQxoU56oOicmpb?&f-&fmw5zWP~K3F#wWQ4O0A+GX@a zQ2AA#_QgHtRGHjiG^QtzM;CeRBYrKBXy-2hqWZ z_A>L1>*%AUx4jreV6qDQOxP^UYHxAs7OXGNvqVBOdTg}B8j~v3mt8ctY)apgYnqb& zckiB+BTWCvV6#hRC`tbTe{ONUMBo_7z zMfiLtiEykxZS*;vnJrR&k8#$9g$lh_nH*<}9=?~tkc6Vt5&(m^As!|F= zw}~pNT9i98@4kj_vh8|X{FOZcr@6(n0SL>*>EzR#>amwSc8Q7YI@YOZr+0O`lc9tA zmzUP?GL8tHf_O+@*ppM7ZNrSz<52m7l1fPa;dTo-!k~kgJ}Q$4w+f(TES!nln$CU8 z&53XO+d_>?OQs=3!cx!9(b(z$E`?17n%UyADb*f}ny|f>hyp3YNmvPuDRRoCH@LaU z|D(Fnr!ccL-=-4uLV7e_!=)SgN5CkDOpJdpsyF_Opsi)fp|lv}%uP7e3w zX$*Qi1=~g>ifT>&lZ!fajXMF z6Lrg&l^AyoX32_tSt_&LKl*e_FbOP5%-D8a<*8_{v$`dNbQBK4S)0kgJbAHRV#Swz--^0(ACJS zQS&(c6hRtL>1O`5p#ZvEteSrQ=TytSkewvHghEDsJ-pvcj4;SvM#rz}AsasdW&&_S z(*N8<=t;bDMcP~r1wkK>ZwtY+7d`g+RGm)z>}Kz4n2Mu0SXnUJM<;_20%@N+dsE36 z-*pumFtLvo$AURy8!xr<_e2yvFN^c5T*UR^S~g-tA7`pb!H1nc^yFm8ZYTi-=fUe( z_O(q*JAqhUrR=~r-xr@ZcaO@xKqE9WXgOxrF#LOOYF~teGiKP&Z>|Pc1RG^mF<%gN-*&Kt`d?<6RGU2LmsfYAwClw&+jn0Tg=fGwGdMBKZC-h>j`N4*%!cqu}#ynEyo)ItG}8kmAFGcNI2r zzb2B>Rst%R^P_%#Oys1uLUWig!`T=*^#}I9&XiU%`n@m)z7-R4%4WoW!VDDpZBcR| zt-U>vua!;8!1t1m41$JH(2&q4MvlpA`F;;f8QqKP+YTuec zWZ#9EX-J|E`^IVJ6;ERw#x77St6_p<>LQXzdTx@7o(?$2e0Wbq9qOKru z7wkS=$heC*aAp1gu^nz7i5XR!m}j!i&QC6>fv5u0ad$L>bYuuHI>T5kX^u@rJ zKv_j_&*T+~^C=e?+$M=nCwpEVtcJ!kR-0&Prv5>%*n0Go?8q`+&~RdMvWIXFjGZu} z>U!CVfCV`LDKyiD9R2H46S+9^i52$hETM58?eb*fL~gljx;P|AG(&?$r0u-* z4kk||Nb`}dvsI1lv1o#yH=H^E2CyE0d;W2+5fbKA z!9|rA^3ch0H%G`@p@UL`t$rgm8aE7&+`|25ge{4d($Hm8Y(p&!YI&j}vU_AJA{t#2 z6|d&Ey9bGlZ{bVYHU>7uaa{fEmcwt4pce%5{lC|T1Do2_MKBA_k4E4lqD6Yr|v19Ai{TGw0A}<%Iogain3}&#+{}rm3;*b zs1*fh;0{G z_aMfoSPJD0Dksr4F1_#M`f>{?rK5dTZ!?&Fr^=WixjQi}N)RTUvH(-+nnO=(r{S8T z0L`9tF;_i;w)gmTHF7Wjhun(ukN8eMT}0!M!eTbP)SqThr7mY3h6gz8BOT;q;OmV$ zbOw{y5SR=|xF$Js3p@=EsM27(AjbUTzcHS<@KH6O zx~87TZ05wgg_?mddIUAO;*1$(^J4GM=Q{Xx z!?T=yqu=$cJNz?d{1?_Iga|qagS$baiD~P%;&@vxFyW z?^k-3NEqA79tM>M95_&SLZV5^J$tM>AnEb1wO#^Sj(;t+BB?IPBKC_7XTTHY5{HH? z0#&PB{oy0|g1_cINAk4R%EiHV(M|;;-BTO1rRsRgNx(5{4 zj%oc9o}a$IW~S$Ud!h=D&SpFKvwH7^32`5NR3LSo;{mXMuL{Q8fdSLdpoxrG!W;YV zAJ?cZ-F78M)_0)-Zw|Ue$SUfzUNIq{VwstcYJWt&^t(6((#VfQTg3kvy0pvAQZLjS zqT%#OUQUs8+91rOpSHF<6iA=mygTLnjE&qm$w*h1Dw~9CLCHv%i#o%cgq^AH{xond zh%>2P@)i1c%HX0Mh!JZZRB04@Q8I>bjp!kdZ~Zus-08U%^A+C-WwgyelDW^hxn7 z79!ceeLP{I(a?Qh6|PRzspf2!NM zy4yVPTkl`*>KlZeAHg!u4ln!N47k}QwkC{42zJ@BXi`m_#~A3lWSWl^r;!4|F41%|0K*hV+KeIRr>?AZrlM zvWiIdCP(Y3f$%H1WUCHqY$iND+<~*)X~L8|sn_%D9mYPy{TGY5%hfS@dni?mr8 zkZF8s35}EmXjJUDtqg}=VgLh+X&Y{HQF2Aow6G&yi18|E=I{BnD*^zM)2U({*k@!e zL?RiS8}g@H*J5vBtv1J$v9=%FqHEcj8rHUz>dubhYwYJ4!ia6QO=VMmaA4s9v;~g2 z_sBqZ=!crL<((ymJ(3c%KwmS2@0|q^%-Bpa-E)2?ddI{BirdCWIA*IpX~OQN(V0dc zYZTsvnVxF1bQ*FZ>VeNK+6}wQV7f>1Tm7a!kkx{p>6-7%!t@uoELm%|Bkk!)Tk{fM zkfRVLHjcH*ddk<+7G35dmv8R5433&p5804;b9->hIKUe8WolrC*-F2-&+3N`p?x{O zDw)|yx^N(HZwIZcQU*LA=VG>>_{K0cCPxfCcvkaWFxM-S|$g6 zf(4efIM7VvRFtJ=cRKm+!_k+ucsMN&uI#(0nY;u~2OHPcjO2m-Bh88^Q@YqV5?j>S zoe)H2X9pvF(R913g`y}{2D%~{)+e@1rs9JOY3x+^1#zLII@_1N6vBG(+c(E9cOWDs zo+@Wmf)hO0wu8%9^em7v0_^lI;T8q6+kk3&wN33frSdySoN3{8mgd{}jw~LVIK=*! zJCR4oMrVGX93@Ju;+-w4vmKn^x#DGV;*{yz0dgMZkID5wv#}oT7y$s#F2>i-uOOt^ zgT9>N-ui%w<0GR=1OU?hTdk{aKRFPKuCz@9sHjtsx!Uq{&V^DwpZAc$&Cl@^8-1w$ zW$t?-n}zo0i>$WksIxh6pu4baQ$b#(Es-*@$a5!yigc++rZQ57Jz}gFGr1beU=n$b zjQeF96A-V$d#q1w-Lv*%JWb(RQM6%QYmags#Ek5(Y1?+5|!f zC!V=Z^*6Cv>TnUdY@K1GaR`>)_4V!L`?0kt-_FE<81ltt{~;U97?nUotj;)@mT}o& zun8K36H|<&908vyZ7KF8yTxqt2S+i@?XGZt<&7xUsR(G>$bq0>3AAB6cH5m9I$w(% z*2NLfDM{9;e63gokOO18LiG0u*LWxbXx{>#67V}cv2VH5i?L&)a20!jG46fbxc6dm ze2M7O@NO$J*SaJc3JyA_M;{RT1?zW4cCibui&_lm2pLAyOGPE;G&?|yJSfjI8T$m` zBZh34ls*LvvcP>jP>CHqa1JDmy7ALp{`W7Y0L(uM0rCe8_@mu>$86-1$smK}R>ZJ!z~dHim#sZLJp1sKO)y8raH=GSe=b2dR}ADWQAj*A)E+Y zd;IM4mA!>}{sPG~kOx*$qCBAyC{Oce>N`1ej)>bFC453e4hij)8SDCy3l>i%#a+k8 z6)E8Qxz%PYxQi!s-heAwa;TZ!}CSrE+uhBaswIWvl4vklWGk zx{+O0`}ghMOBj+0^W{sD`huk59U_K8En&3%f0QxklZ zu8T)}-nx d=cMwng$JLC-9>;a~h?>WMa=Y4-J)w$(rlPbe-pCjZb|Dl!G8r(O}g z^Us)#&e!Kb zdpa&U|E;*LIJF$3(m+4*s1SE$@o{1|+l;D1+FMlWz=U4swt(B~bk^P|1kLr;4Q5$EMWph#%!Q>+{`qfd zq-Ne7bhcu_4zI3cCe-&mc`5BsXfFR{K*0*K5}@mil6rT-2?A!J=lyz2P|%hXOXm=r zDoGh9D8Bzj+KxAl6G$qFRgo=@xeO)1l5#B=6vG`*>_SwHu$HzWt9MR9bllFN zF5Dlb%y5K>7j&mmNKo?s)8}v~JixyfCY~eDt}cTwF0&5jXM-ZaA_NROZTmD%Oi@&D4gAlE<9%36*wZEnU9kW)@WjY^Gyu)C$l57hh-cz z7Zntxxy#DN#;di?OKL7co|k?tdj6Gb;RL&VAPUreb1z@>=T4A7n>VUoPb7l##&qk_ zm=QkfpIi9E!aT=KYW_eHDQu~p0nA_xVAMks9_&_cSm`um%)DYhD1$9n{MA5gPFBL( z^x>@R%l0w=jlvR3wr2@w7$n*z85}D>hW~=ehlY%(J3O)MiykfPP~%uOWj{_h+;5N)giu{ciw% z?|7ipx&b9K1pJp|teNt$?GdY_oln;}pkTcqoDX=K&G zEAoMog|Y7s4F-@bt6*INbgs+Vsm0o}XO^HW6WE&>wkPoq>r_lo=3-c{(FUiB?46U` zin>Y2!|Y2bE6TQPb}00Zfwv`>_DhhEph}Jel4jVYO>1aVK8#KtGpN|KF9jh29as|} z2*!p9Yfk7V%{aF;7q{^Y@eW;TzaM&Cl|S0_cTAsJ#j|I=x};tGzu7bX^Fikr2l_#& zan7`@IpwALLDHg>R`93nX*Srtv&evy?JILXtfKj{p(LOyqJHxbRstgpyE!<&@T@3{ zJ3EJ5QxvL04sX{?I_r8||94ENH63KcJ(`0MBRu{0TJE|T@l?l8PF#1L-8KraEA#Kg zNrYp$>v$HN&PhGvMbO!kV_h6c!4D*V&OZ+^z(=99GBMpw=o%27L5^`!Lno3<1v)?8 z<@X(84m{Rdi{*pGOhiT&hOL~wO4|~wh{Z`CFqiS%4#J<9<7*wpe?|eU*>d`-6K#0YpyUIOSTZkc%b=>9{|x{YJ46Da$I`4y-DZkI5$^5$0AYj z)_*kHB~8ppD#n?m4n$J{LWIysd6W&9fn)h%*dveRqyI->YP);X33R?WO$WZk%GAfbtmJqjmAM^8V>>>9T+Um1s|%-`Gpp zLo^*S9fZJZ}bx`awEh;CU_M6pcz4;))W1@2i@!Q uC&mc1n9?b3;efXpjXcc;Qbi3~)O|t8DT9|_AJ|u690{+o%7RDR?yhdXR?!#$ literal 34042 zcmV)GK)$~)f`s-42`Yw2hW8Bt2Lqsjgy%4VgyRAM05O6BiZFr#h5`WqFm5nfF()u3 z1_MMmARBv^1ZeeX@Zge10Z*O!ULqP%%Sk8!<*x;ED?FFUl0mEK* zFbxI?Duzgg_YDC70R;dAf&u`K&su_4K7O4$fRL$(oYR=MubZRXRFL3sdyRAp>Ul7% z0hk7U>w;<&Tu8GltT9u>)znR<^dk|vRk%MI>Ro`RBSq(JkOacgfx9(EfSYb#DWj~H z=bwAHOy72WKxM<^HQ`!{+st;m00JyL=$fnDVXFmUss3ip(M=I&!R!t&V=8J zt(e_dETO%kQHB5b+MxQMsCVux@u$GMms3l>WP;-axTMRt@-K-RvH-nnOERX) zEOmWUP2Cc)viYG!Oa<@jUf|FYf!Z~t)W;ZuY19P7GydYgxF9gzM`-{#>xz6u#=kq3 zMWA6YL@p@8;H*`Xl8O!P!L(7*!Q+$aP+8Yff+#-kyaU=%c*(*bXM?`34lySSM=k|w zcb?cXDVwuRkto+c{w>HyFQmM6U2zrox;*hfZ2y}a#E1ei4~}B(#MD>BAqUASVPk7` zXO2{IiV`WI==LY|?MHHz4A^Pu_STP4NpHP-g%Ex$@pYdiVukS%g+sf;4G#q174W78 zZmGE{^Q>C+^Z@Vm`3pqiy%Tm5#RD>OuCmBPC~s5qMEQ~$gxJv7?#CsARdrP;-X?3l z;eQ~l?`m)>w^Uy+f`U#42`Yw2hW8Bt2LUi01_@w>NC9O71OX}p5co%cIt+4!gHw(Q zi*)zx*MNe8Am8sVu3Vgo0jQ}HUD$+wF)5gCIyzH`i*nP64yJDHVs2tmXUGh)(wd)M zl`=d0&3Q*de{qjFC6(dW!&>Wv(Z?8Di3rQ$H&I!XBzs7xv`gHRD`4eaUK^Y-v>}7# zGO}L?mlSGI5L?)!N3o!sCxuOsYD?Pz)ZIJjqK!0}%S)m6V#Blt51mJRD`R>Z~ zMYYo6>$kBVmZ7Kb{){L;YW~nkRrj7qZ9W?hE(wjTU_=|*y$wrd*z)(E#pvT8gL-Gi zV!2UpoEw}>bPD)wv^*6@3TUmYKD>mtMvhD))?U%QN|=RGr&j5pa}I#bgfY82aXG4) znvHxNa9jeC7m_IWTtM00R>W;PT;rLp^pI4rukdZVyJ6oqM)mT`g>>M`|F26qU$dl0 zqB5P^MHw3LYlK-B>fD^s{a9FkX!ee!#qqzup?TP7)_cXaRsQo8Ne%%aQvvq^l|Ysi z%zeujV~XgQCiLb4q#T3||2A{1Q3&U2@BU%c-*X$3Cd!wwM*0%%Z_$7Lm4^k?Iu7i0Sxvxl|DkS>=DT?ttf?P-)K_JlGwxo%=l5+6 zRtX~K?rAmfjW~4I{)qIr2TnSpyFEv>Zya_`u_>wIS{*qr-{Xx`(%m66ITP(kn_@Yv zd+p$Dt0-eC zcr?g(O2|SQ*2iF-NQ;3k)If9d(v~5wJ4WNbz@W>i#XZs>o`Su==u2%7 zM`N%y^UoNHr__SKlrPipjN)W8HQZ$&diB`k-wREG*8mnnt<2Eb5|V6;fZ@g*N?~<9 zk^aCm(rvRUj%KLT-rQ3Z*j+dAB9NidqAT__cS#7Xd(%)!){b0tbIU{BW=9r2swaam zw&n+`1B>WErZzHy_v(b3v_LfYhuB-N>{rX-Lm|W=D-WR+OwAeL7;FHEnlt8lw0+)4 zs&YPb}&+hhI z0V=RwJ0Ax01Nf>zD)V+>rJq5*W|?xPnI=)j-4)zwl_0x`B*KoC3R#klwMUy>tT?EW z+BsDD@xjn54i?i&8bGN)7BG-NUvWRJ{}T>9g;q?usjO5jRR#>1DIy{?Z@JgI>V9zz zLpeMc3@XrMA%CU6t{tdFwwIpi>G?9Lg3^Qb`+T)9Tp%JS{#jqep90LcT>{P1lg|w8 zBu6C5#xCan3whSnf4XP4`)!e@NVR}MAy6mayF zeZ#-gqC|5RR%3rO{@LO%44r4uB~H)?Qu`jVE1LBN7R&5}_AG}>;gX*>-_Qqh6`EAQ``v$E;e-8Q_YYb z_sf`*S=qwBzTtW94|tt$zFmjPV<`{HA%hkC8cDXwkCS8GD`^St5664)MK*UV4n3^q z9Y*n2!dqqCVuVJ^HfX28hY>a<(oI@mO81Mx7Srt;Y)|wl){3$bP=x++(igHBi zgf9clPjw`$Hp*8QCk=8!1!{na{AQDYgF8rKMFfdSF2_Xrq}tOW_TpW+Zud`EI^~FYj0P*Vb!$HIELM-LqLc850L!BdSvR zpYA#G^c5UL_Q?)v)1>NRr$E_OeeZfhng%JcsoPb^nnzv1D=DOMW&{*IH>PPiWPVsv z&0eyfw_=At@G&ElCz1)+Ut-%7%H}ov&Le_LnT9t44n`!)EKP5=c;wy2 zndDRtFM+zT;%RQ%1UTdU#9J!-BXIWt9K~rCr>C8q-1lDL-km)nNXP11v66OxXae%uqHnKECSG+?ZJx5^l_4q&&^>nKj!{o_FC-)krpc zeLRt*kC7vQTB##l=*YGN!ENO200o^j|> z9)&8fFbg_5oh|*JT9;Gdt!b~~WTNY8l{=(R1a1q2GXheLURd*&#e0hO~YKG4`uPHG*aS{ zZ?XQlKJ1H3^u?uDIoP`z9`ke5il4A$6@cq?N1W5Ay$va;C{rI)n0Cuew~X6fDP#gK z7U0Aew5+^eyHeV-d-UfnRC>GMMISj=>Dz)c45e3^z(#d_+*1zUK`TEUNym%SOfBb% zQC))Otz_0cN|&x7F!S8EvUTa&5o81T@DtwvkTKhOjAH{;VQ%M>;MD|@e8W_c>WD}F zwCZ2-y0{7ErQK1fk6`N`W@%))CU9Kr^Ufy)w4%ykR(7z3)DLB9s>E5ivL3ZVBUsAn z`;J?!y_G2JCOSxA-zNg?w8j)1xmKn@y%g8HLwnUGs|wILC7v2zDQV927jE?h!CgmAa zG|Q5U4dpa3hwOQ;~A*rb;1zy)yL0UM)^`)YChZ;JlJ;)PZ1 zYk1J&TKpTfm}f&e)?P|<`m`I0RM6of*6)?o2p?ZvM&+jcztwWN-Iz+Q{dcQ=A}RLb zfM$aQthrxG-q>U^(%@wYH_&3T>xvfp)j_OLQF>tk3u#n|s}58GRb2A*DRh=EJ2B*m zVf1@p$2>y>KM9h~0bsf1qlMTf>Y^UNfd3XVPF17lYU^V>F@gvI(YI|OXmr)^rHr(@ z`>&Sl`~?IJezANF?_f0-55oo|1*E_THMCe4O5^oxcGN(x!cHm(jsi0LEi^&0A z-7~U&qXtOVih_Xjgm(TJ9g@)|O08mHUVyrJA8<7MKWClL5q*tWNY7p#3))&5-#2TV zA~=eB6w+Hwx@=t2p&Y@9l5>8*2h~aej#E_#majdu7ae;#n^7RT7z$cv69$ofq=#-M z4&S7HLJ?O1dSH3$Uqo4I^JxBD;VWT2IlrBH@gG=2oNx!8=Rgio*Mc|R+&1HRXlGg7 zv`FGGulqaZ*7#8E=lHO?#cE{DWU6DK4Hu|GZwmBDegg-Yi2!TOddiA|rRxL^2g(X%D#0X4`O-#@T};YCm6CzF^<_|tI))Jw>&v+Etb8}Ed?C%c^UipzIXl*3e{gykh` z9}VTh78AgU4Bk4p%4Bq2i-+{@9vc#qJZy&AV9&DSQ3FcyD|&YI&z@Vdd_%XYqi04r za(G$WtTCYv*X+u;A<5BM!{emM+Q|Q&O@w!YIIQ#sIp=(2)r_2^iG2?XM;5JGV~WQOfrjCsX!Ao3kq1jTkGIdqVN~O(ER)kA$7M7*U9JCPV$nNADhz3j&I{HZk<-X>@OV9Qsz5) z#S_+{(deUtSYM5<3463*=6Th-6RjYvFM!e?F`Q0 z4A!$||5c?msHmmwq`oR1J@tap_H$k$LPwca=C(dMy<9mFTaIFxt-e7}ugqG4->*^c zatY-YROn3ruUcaoOipOeghu6x1>dn0F4CFKgm6zL^xe!i7ZKX`J zOph(|cfmXi#p38+fwL^0XmnZY4;(>8Z}$^plqN7^6#<9R3ehT}_EPp5E%nLwiE;cx z_}#3=rkPAD-%l^6SrhaZdwix6L3rkL$g)@up&y!UKxWR*Y@OCb7Kwn55Hw^xaQY|T zJknnnGg>+zCba?2*@dXz!9D_xjC>Jqv&I!FWaC}=9lb6&-xvQe0lu;V!qjPc*|P!K zI_HB@s~nsQGC{-ZOAgl)-4US|WA>3mqJ#>wsar#Ujo_0)zc**`#RZ7RQ$!nO8vuP5 zTP`aM1Kl&k!eM=|?=hmlp^S+bjPFU1&iC;%3Gno?G*fiTU4tKJIidK|6(o%VeX_ zZwl3$QFj+2>V4}eMR8`=1uRb1WT$53NS(|zT6KPp>lO2Sqg>+p^>!%u@7u;vVQxx2 zd58f}3_df^dB{=^sl%N3gg3aJb5E6K+YA=;-A?AnQ&DWJbx6x#TKh2ejX1Sg{a6HZ=SRnugwSXz(Evipv=dq#H zk*vKU3BX@1*>wV9n}1JUOUB6~AWD|A-UB})GiO2Xs-o;_uPKNjPntVTf8{@N!@Xhl z@zr{Uf$)UkELao|iu}8GS3^knA$jqS?&$v2Anyj2`djrdZQy$Wr=q{>5dY$ldMxD_ zX!sxAPtrcQJ{QtQ*VPN9V9G-U-QGG;${4E?ot_~YS^5epNbea7`uvv3(5lLN;tb&=|b9Na^P63OJQXngEL;i+e zHVnby%X3)-Arlev_y?!uct}7kd%(wglzF^gA&nU{rmbISORf4a_p2igeQ?j)ZhtqJ z+TT}$SR1TmBm>`Qh2u@RZZDQzR^J(*$vsO3?cUaW=6Xg#xOA#v1Ud$GW2xZUnL_O1 zwuelLoS%H><<6nJYR;c_U*4lWQTmx#_47=XG@y|K9*-fU@PXxdVNkm5fsrIRi!q}p zk1BO4<~s*Q(VjB0-$GDI^d-Qd&&2Gc7HErxw2c0sX`;4D(u3kqiT~6HYvc^bqs2Zq zb{D3=n`v+<11%&hOQ`3!9U_pLVV&WxRNva&xVo!47EA2~vcX z-}zG?@=KgLD)s1d#gdzEOczp&PM~{Lf|rzRC?WA|zLF+%He}%DqZCFq5!gEF5~X)v zx>|}cKp%xD(Q|3%_KILs8+B!=C+@Ww1~aakfj07Qo*M%Fv;kP;lD|5S8VH>>dp+X@0-9w zajo7|MI}AymdbZZAdZu=e6S*7Jr>mp2NnFBsRpuhI3oen5GdMEpXdi@_7gN#Wcdnr zDo`(G_TJhP-7I!T{Nlii!wGG^chlDNnW@)w`~$xOc`A0Y=`=(kuSOQ6Q7N8%61O=p zfKZ954)Ta{CTWP9LwNzM;yp7FlC+R(Y9K>D?Q4a-BYAPS({fe$?bq5Xe}7ojN zfupyDU#sCHrOQ=)AJaj)^@S@Zb(u- zPcOGB$7Jo?#2~b>jnH>Q-%O4u(ol$l9Wj9Tio0H&gYU8=6~v!!@B zTb+oJ3lE4bc%7H$zv3yOT65nkAmdJ$IK}+ix;4WLi*_?3Q-z!hB+FfS2NfX-%D_`7 zlP6IvG>5>Hw0W8pEUL2eWG3gCrh#f_t}25e*$)Rb)5XmOpnaiGwmHeApmZ5)$0rt> z{7XrKYQ_z(gi2<(H9Z`7cI~hPhTer^Vv{=wK*rphn}UguJ!O?-TKMSl4=X9xFhSM4r;6=D*)ezHxS|0)f~c!@2YQac~^*ToWEjQY~V z5XF9X6O(?`Tnt~;hcZHQcsC;btAk|ModLIq!o;@YyY3jn z%L;EV*A`TSJVNvl4OSBilDiKKYDHkk5Jn!+&;W^767L{=zdL8F1~Y+1ier_cVm<{*|4tHvW&IM*86@M zJY~=btv|>>X%U*7I#)1XJ8PsceX&z3&wJKoEK=o)o3h(biB{Dz*YSD9=s@>KOZZNC z;JoS39Hw-CEcK1ydbc_RhG{Gl$Gs4696OljpeH!P=1%>l>}aI0@IY+t_N*K~A{KAZ zkYGx6v}Knpv^hoOb(ll(_SKWk)Epw`y4l$c3KTBA91-x)ifO0Mp<`i1$c#RYOZq(i z`HX#S9sr6M$qTRM!|=(>(?P>_LfxugnV%?@Gjb66O?aVpO|kaa1S@;7E*Hl0H}qdn z_ju1>kxVw2O14j7+m5TFtfS$iukLWhh+fL^-14fs7g$SjkeDXb?R%KDDYY=qrN;x& zfU0dK!v+9PJ$xSE{$K~A+BT`H6_7Y{MC#Qq0y1f3eRz>hpFl_IxhX*|uZ$H2Z$4hu z#Y}l)#PJLeNnbF&P zzVisHCW^rCUT895lH5mQbHMw?iP9i0!Fks*;JLE*u;$a^7YjB$m--uI`4LPIyVp+%TuY(Wl7}6}Anpc^ z&H8)Rdc0N{SXw*FJH-FWA%b;{n_5avSCU-lFjl9)U&x3F10kj<%jS z*a{ciK%xE?oP6qa^n3Hhh8DOVuf^2$TQv5lzJ|1y8|7cit62Q4u&crc6P}$Uq%&x zkg(xtq4x1g-i@P&MR)d?59iMP%7an*;oTbud%XFBQ5P~vnn{)-tfR}#jA0O;+zg@; z2I-i?WP2zqV!Qn5=J@bsV0*X<>CQCq*GfxG-*IP<4fqn9_u*J-Jx-1 zhF4~YrLM*nmZ{M7wUD6|8ZHY2bVF>TNeZt@(h5IU)n>~cC&1Xs2Qh81R|6AXb!+Od z{vy=yo1zx#?skCn^Rymf*jGX-9=D~V`W-vKbX7@h<2Ygc~aq+d8BcQz7(9F z+)m<-L_Dm~1rL@rAnHCUd(y?!`A7wb>fNT#UAt--UsQ-Ap*f39 z(c{mfx`L+@PBv$4V9LY8K4s?!^Z}R!8701w1r5j(UMSyvLyofK6aykwNWf2B(xi}) z!;7-Dl*a@Fxq#|riA4!_qD&|xr#?eeGmh7y9euopM_##>a2MAN5u#8B5xN+GOzqwd z4+_Cy@d>UB&7bKN5)xvm4+J2t1G7-FY)f!YUiQI6Vz~G7wW@#+pQ6_0-p$Y0W@j1X zb#xFO71!e=iUz66h-Lf@F6FB`^+8{T5C8NB$a{p5qbd`@h!G$-bWyYaw^TTfh{;e~F7Ef{(Qd0?M z#Eb+<#j1PXHaWvS!KsJwJY(6XC@}gAW;4zvd54*fBvsVlKi@{W(Qf!k4@RcAlWFA| zWqy5LwJmDX0r*`JK^&jJLHmF-9^IVWMj-0>HYe_Xy#933}Ug|DL$|3yB5b*VcZKs{>i`O}N}@HE$iAL{c{P@@*(XteiO;EP1lr z2AK{XmC?Pz0$C_)xJhldseaD7oA?3tHyr z-06MS%@2muM1c-fz?|kZo)^>rVY*?1Mdk)PhBqIt04LZflY1zdbg+bRY{f#z4jl3? zbF`RGYUU5*#W=dY!WfzgMZnOzhienQ)ewPo=3k&}9!JO{$TZx){iK_?;JvdR# zf@`O~J3cxSad{6UO(hZW#dH-G(>O1FTvDRtkTuW0KwmfyG^X)AV~t6=LyGQTAR~V9 z|G6PO<{4eG4X(+*?1&tx|L*No>q!ItvSX5**WUW(he*O7=kU}$^jZ4WbkIvev=)qk z-aDJGe#?^B!Rb>F{;_g@k3?D(P=dR;v~SL36_nC4Jc;IYHk%};P{8qGSF0WQ2v|g> z>0pM=_nq1ilm@~QWZ$EM7gC3DD-T)PCa_B>p8@YPlZB829XEbywsJVjR@*ZSE_Zjaa$g?6Gd$(oHN zejL;e`E!JUeA=Yhuo>xN@UqSCCpcf26W(|?{dhB*dhR^Gj#re#+XDjyzDrzvn1V1P zfUB%8G9S1>Hufdx)!sjjVhEkfr~#T@;V~GPb0Gwz;(;*;{IOuT!g!<9!^xbsIIe&5 zEU%J-DxE7nfM7YO2MqYeI#!TQLEdNKxYM-lm(OOzajA7A>}q3tqcY`SX<5PWERUC? z#%@|yvFkD81vlq4{^GBgC#e)j7h2%isR+o4r6NLzc)iRuTQ3IS&lzz7O1#gv2^!I; zDHpnYgok0j%mE9xvR7 zpzzQ zhJ+V%4%}L!nb+U*W^vy8k7B)e;&G@#dc{fA7kaU43f{amwly4_KS#yjtk6MXsFk`Z zBcQhhnN%pH^L1vTd_y*h{FYL%Nzw;PF;&(92&_jA_Dqx6faoj|(n_~z7Z)xnNB zucNoAsvPGW+CcO5ZV&TieUrPc*ILn?QxO~ffLwc=*>q}s`r-rfzxv2q03lpIVGvig z$Qv+MbG67sai7GK0%fPr&*!^Mw8Q{phQHEbJ$2B!%cmYgLiwUHnw1pmf{4{$MZv%o zF)i;kwF=H{?2Au%8&86UMIZoHH7n(q2HS!c(F^Lk^E!u;U2Xar_zXbYRC4zQ<@Ky? z1ht$@uaBgu!_da>OxBRJt>94ik>c^yt-Kdws)sQ?zl1^I z7D#H5goc$JTeUUgN8Q7?3d0^neHu%~$QM2o7L#KE!v`tm<3s|J=j^qvj>HkK1s@CT zC!r%7MLn3w1*QSC5cXOWQ#C6qqG4XzBZ^Qs;)#fSRYA<9{w$=bqMX#m%-?lR6 z(%aWvXBri7D%VB3o5Rx+`&XZns6YeqPe#R?as6AIUR2H;lrF zF-fWc7}WfWDA;i>O$Q-E3MDE{u1Ro_JjjH^%i+H-|JEL7M5D?97+*G*Om?##0_jGK zQ2k>kOrf7zyVn7_(-qm0gwf!FoqZzR+pgwCOl%9k0C9Zlj)z0%(l~oEdSNo{sj<cosXfjJn$3J+mO6IIZj%9yH-m#;^WJG*w7RSLwBW>m4B!Ht z7G0gxXUP>3BolEyriZo>f!{Jk|2nwjDu^JBVx-k~hSWu@>GoB= zI^3&qINO06R&=7b0umQxI9BUP00RbcpA*@A&-&?aUnITIxOiZb;o%RDj(e>D};w%9MviDiB zhkwR}YqA&f``*sEZnm*)wkiQ_r=ZHSJ-|SWbq@+sc1y7XU5s0TKbOi#m_2doLCXbhlI>_LB!+)dDZC!UfM8(eqR=Z^v;y24fYR7dt$jee; zL5b=mqxXTE&>Y22AndA(U7BpLLvZ~4R$nkdC=j87GToMPgm-XibZi1L$!WDL6`dA! z+#}{`Y3e}0c7kW5Md;Og+}(wa*iYHB98^6vO2wwUT+^!%>ywYNt=>BnZqRBXM!s+W zCd2_@-$4{h7m^=VMO5s&Kgf97;!)Bb6Fgq0m< zVh%`-sPc}g2lcr9D6Gfa{Do(yON>7xx4gOC7|F9{q1XcdPCbV`&6Mb+q3cbG-?AO(r0Zz` zXx=-BTzRoS3?6OM5!xqpNYHM62%INeFQ4K+z(3-gJEmiBoZpn9X$0X|l>{Orw=q zJpZ3KQ1TE0>Zg&BxGB6y%QuKL4u*s%>~dd|3;NfI>qqxd?Dg_!*v*Xe%`=p{oTiL#;1S2ufdn-|tnP;*1Ui;h0vB~_+~2BrD7x?O8`q^YlLSwT?o(j?My z{5c3NeidAX6NNMVYg5Qrh{6oQ4|`tQ2f&8V+M(VY-DOz>%3Q7{v_BPZ)cg74&8S~L z_k-`k6XmQFR-@P4R93JD)b{ATrz)Qj)*oX;*Xw6_H+u%8UA>$>T%BpWGOt{@_x>n+ z&Z%V&YmhY18tjV5)Z%uTi4>+znh}u$3AXk~){ToB4v|4zgCjGd%Xpo{l+|u=_b~Qk zuq#pwnbA;M(0Z8VA**S)j-)G-Q7J~L>G~woqab!qHo}xj%h?Jm z#4rd31D7`;tX0E`N``vi4iC6XPqr4zyRO=Up3yyFRT)T*Pvs6ZB;8F>@AkSoJ$kvl zZ+cmLNlE_mhfXcZ6&q}!B6!^GHnjM=%hrl4A8jF4wM$4Vz}mu2OFHIWI_Zyzt1qdp zIizH+%)NGc*peoXB;So^=S5h$#&Gz$G>WgybrrxRtmd`}pELaf;cIbDk&3VcP+Km2 zp_}x4ls5MQ2D@(Q0n~e-8n6(4_vNY9Vwwg>X!e%OgM31Hi-2l!6?vgpqhUEJ|1T63bB;Os78f2cRpn!`Zu18geY{Tv3bJN9u204Zr7ra)eah`%c`5fuir`?)eI!@V=XJ6 z(H(B~lw|cV|3{ozEBT)?gAY)Ibi!?tW7EfU!yaYvJeON);Vhsm0=iD>>{RXx79OPn z#uGhaKf(QZ6d!@kqi5yx=thb}l&bY2^>~?c(}vZ->bo*C;e(8w9fqFhO-S$|_VFE} zXRj53;1`yu_#0r2xGZP;A;AD>3J-i&d+ol6*Kju|tj`Spm%fUooSQ zgEU9Q$q%dFTL1{!o$yr~FhL?bM85Q@bhGOz*YMbLiQZm8|{Fk`-!7VInk2Q!5*$NA`F?RLT=Q*fO+0oUwbE z6=_H`Rk!X-g$o=B)^KUHt>28v^df*)+x02Z%?<(L01#nqZ$Cj|d+G2fmLCs2oa?Ws9Vc@a z2ls);g)RzU%Y&vHh!Q3;I2ME=Y<}#$#kZ$k5r5w6-*rw7_qXUbG_LMDA`e4dFgXyr zXQug6HT6A1)x=-r;6`-i1~l%#li$rlul%e^XBFR9tBBszh5Dx%f$?6U2cnKC(Q3D% zVi!u&v3hus70ZIib8*As3XG{*v?{)DowT{J3+6^2 zPV*pqX37Ud%M;BTmjkaZn=PC>ph_~UP+6$3>)>`laRgxs3=QEOEfT{rqg~>RJtm@K zsCzIuK>TCY7e1SetwhYvAd0+#?gl(r4p-P?yP9}>zpoV=(_Xcb|sJiPQHL2 zufw>Qd}&_}>BQiLXX?o;rR!#h@JsFO49#a_%}B`}{&5@FXHe3DmAR{o*pF2mxs}IW zRynCKkMDJJ%YWq2c~#=qT$WP)!7+K4$~HHj@oizdsM5@ah^qV0-q=^(Ct5mLWwtu6 ztkN$1iz&GK$?9y7l-)@ZXVLK`ArPVlfXehm87)sKx5hHOQ&AZ_`Tmy2V-w4ZAS-SF zlQN|{D6q?sGviFefRNy7sXgqD;+%Z;sGz)o{9rd_YZFao^b{zvJy=jJC;#lH`l#z` zoNYxj_X+|T+<`2FoS3ldF9r{2rTNg5AOY=zzb1alb$n7HKY>95EHD{8YYnj-+;v{d zg2QtWGb>Rcs}%IFDZH5cEEC~3S1%aHf*cNyb|rk5BOIF9erimy1P`D|S|>30lFOjv zq>9`VxkIl->5M%%Ddcx8Rp33 z$39g21fl<}0P0%K75f>Lw58f0EVHo$@A_a&E=kNF|F%4n+d(UOp4jlF z1xU9CR#!zOw3PVKD%kZ0!qu?C#(vEyU?}~bg)Yr_L68?uL7~0enZ83;O&XAwbC0b+ zGj$6gGG^(<9XaiqN^ZWWe*-PFP=Pss?niCG)8!&za4!2W=}NUG)@lLa2!ZuUD~Yxl z;~GRNcD(lzB#5;daW55y*Oe_l$k`soF|aNwXa2_;Wd5dQWh;tyxwWOQN4PFNYgH+> zactn;EOIH0eo1`lNU_OVYDqGCR|q^V2QD-77f{tpllQA&~^n1 z(=_uecQT(>@ACyO5gC+<*-$V$Jw3ZEZP9vh2wivT-DY@IQ9CXWYZX-sJ^?K6N1qFH zCBBh+dHMCBxjwxbnqgF#PvJ3MI0G}&&Vte>H+c5!DnWaAy8GW$DM}Xr%GwEG=<0o_ z7o6RgHWXO@#GTGVJ`dxJzcWx3R)|dB{N&B;V4m$nrLFfdxCx@e%F(pR#J#U@Am^}b z0~L-5){*kinYk_oRUrEQN~BHFPF>}I8ftRVLZ_W4*LBKMIOMZ97Y0CzA){CC?n4tz zGX4)PQDq=#WO@Rrf%SFf+^mQUcw+Z=*YESwc#yP zQ|9zSZn!S2vFma34ehnnz&I$ur1pK2ln3Q*Jv1KpWs-AFmo`ojqMm2ovcQDy;*-r5;lI*6-mQP z!5+ytVPx)VynEP^PAJUZri9PTXx#f?^1kLNc{mZN`LeR z7TrKRrl|VT{ROi>#z*wGDc7Id3wyr%4U}hwJW0O|ik2?gckTT0HFM1XK<`nF_y`u= z4UlYFl*?(tUxaglI8Y?p)8D^`XUHqZIkgkRrt;@VVpe??fmY3Qh9O#|z#D0FEsx() zN$x(?2ldRp36yjyR-C~qE#A}J`*b*cO%_M+l9d0%$CgvOd*J1wQW__U zl9LSo3yHN%1MYTm476lSL%nWLs{nFV4vq{y$fG70x}#bf4$n7l_vk6RKZ;zs;Kj5W z2x#8T zSld!<`V`Voy$mIHKEoFv!~9-=owjguU@n_Is02ZyUcdd2V%XxSe^ICUqV*IsbetZ+ z#5CxecGE&;BKta`7}QokB(0^YSDX$uc2p6{NeC#Xk`Im8K<-p;KmI0A>A2LAvV)oI zuldgd@z|Q799pt^QXOSpK!2>kE+=0qR$GscP%AqR4M^GbcHWdl~40 z7`#x7q@{otmj)_yE%h=}5s9J}xS?8_4cEd#?KlfPDA+0IG6vM7Q_s!7M)i!-I8N=$ zkJ-e;H4vP~v+BEZ&eu)CqHgi*k+de=G)xZ<@~PEknExIiqZs%f#7+KaMSD1bM);4s zio0hd`!uGv=X$70-x@_)Lw`rt8lw&ddN4mq_{^@6K}_9<^f-PhKOnsD$m525N(tp= zP;$K?Q1ZPSU2UNywORZXKUC&4SvlS%(m_LZtkXHkZ z7EDW>{FWSdl&Lh}Uu}qBGK<@rHSoVUHNmKis#7lvGG^Gb-{Mst53+QCUv`Y}R-QLl zV5Ddnm4roIpnY}znMO44w}b6koP!owXgHt##l{Irv%svJ*f}V}dZx%kT{@50j&$nm zb2#(;wdz*La@AXCLN^FaZ^U2m!UEA`YBi8y$H3$7bm^7=UBNqe|M>YY5r>`j2~hd_ z)+5WZxQDquA?AhS&#&Eh+JF;fxlQOmDP}w(VtpS5qBWa$feNcE<%4xAi^Wj!{S7jB zhPwf)ekoP`7Q*5nUlMNHV;20%35t&xDhIVjj7`q-L#y&lF#eH(^*^d2iafc(z9XrS zZN|)^m4m z@9)$k;t_|&QZAYA3QTRF1(BixACYa=JTym*mPoHy_F>~*Ft*S()Rt|uo_964ckQ7s zf}}!2>No4%mBSk092}=8WtqZL*6hS!IKWjex)+w-LGZ zXdcRje}1faU{-M5&(JmMs-w^UXb$>rk&`8Gdazhh&*~)hzHbS)fkkN^4Q=H<$Lrsj zh`1!L=QaKOjC6$s6eBIep=uI8KNQh8R{!&CSLQ-x25Up15^FS4zbD|fPmXEb#ME~}-##_?%H{Pka4s&j{vS_B8V2RfK5N8C@VdrI^HTi5!?sn7 z0B)O!Fw{5nH%N7=4ywKJ3}mglW#@V$2~&yG3EBvKiILyz=x*zWde{40$dkVd!ypIy z%LCcSzNDXukzwjIZC2_YC2?)C*bkj#u!bqG|Wn%=_{PF)0w;75Q>g1XK zNdjoaN<$6qnyiXV>cwlQa0^UT+TdynSr*X~*~4L1iy0Ut!|weM-D$u_VhVRm!MiUf z+kSun?E3CMfaCE*o;3I!;!t_hF!brNOSvLh9>*nOAt^ z-%h?rp5V;qj+ADD-9SXSbIpQDM}-fKW70rGUcusyvD5dmSHWe=$Sgw?5*rb9)6-+v zV3k7T0ID0#-?4{ohOhdW%bp^orv3tekl|$(zatzCGln8PywX0ej|~2_X+SO^ zkkh#Wr5x^u6Bs6Af`r|wL0sAClXDNp`Wq2mV}+__)||1L=8~Z zckJ)~iH^VGE+QjUXe4N;^OriJI)Uk!Gmm0`jgF>oFlRwE)|jxmPBb#p_=Y)a7#{EC z)?6hHk&-aeTLOfK+&m6D3+2)d{aj#O;!Zp|B`rju?79w*R-CQYA>hK<M#pJj!GLVMx(;wkWK6r|h0ScGo_d8{hF6 zQPnX+RrZqqyX|gTn~(QC$~B3N@O(cpIT%W}lmuJH^`q#JrO#dF+}`MwsA%6mrbkOh zD9RVUc#f%AZBE`-c-+_5Dx?sbVhovL5$_J&FYa+?@E%OKBkR4--`29eyFxUmW zWqN*$;|h?*wHZHy>ne#y0IR+@^fMZVqnhYd28-TL@5I=^17??8>zh%f!^q2Aw6Vj& z$rYY{j|lzc~YGrh(qSH6xE!87M` zj+Qc%Geg^oSQ$?%*hxwoK(WN)V=tq6oO1Wl1i|1y`GNOxpyE0*0#xq_?Ausrrm~ah zQ80N7%vcpHEiEf+SCLA@LUh*wtQJhZYt>$zz!(T;MBrHs5F-U3y3gnu|E}G3tkal%+n8)^^{YrF5tgcu)wPqJNVY&@(WJ&00|AUI zJQqk~Eua58!uyX&^oKJt4?K{{7{{>#EV@?mI;~s^{+RdK?r-d}$p-w--<7&0{~(Dq zl0vBkZnmil_1iX12EhwQPSh|&VtF!G<(*4!c?`Y6#E_L3{=n4Zl<-(AV5dj(HFf2M z0rs>9dk!|Tq+b{3AtJ0vU6~$C3>EUFt!>ANhDDx1=m9Ek;Cz&lv$4Y#o}1H!WHdkh zjgU)BpB1xV(uV9P4}*nfaUYv-DHo;aYem=%a}?zWF(SI+0WjyDWErzv&^KGVxqrgTlnmE9Pb|dpK@{T{3hq zRe2}MHgh?rnrDWOq-a0iUHcx(5$OGbvf`YUnO8`TkX*9P)ADxhF=XkBNrnu0P z2sCl7)Yf0*fNQl`Lf%z_Cd*XVL9&0*RPqQlu`?-=D=rGm8mZTr^YS-}_(v&~&Ea{P zfTior|FF{m^Y@cKXMAh096ARQ*2+_*6wW#9<`(#pJlZf%4-*oSAz87F(1hi zt6o*iTc#13$h#t&lay=HH%*W!TDWk%4_N;u?+}P6gFP{afp|-}Q1<)xK8->qx;Dzf zDX{pNgNN-_!0Q+y12)np6wvK}f1}=h#M-5R!pfGC-_85Ee21t8cf^>n{pxa`Ml)Yl z5yAT_>uWq013m}AZ`wu4L}CE?Ycrz&bTWv8rOw1o5}UbTg5};=jVfMKq*E>ndEE8< zFE@RxqoMvd0Nnpi*^szfC*@nWQ%a=9jn2z`?gw|gTVdT?Q=}TH9(!aI^eI#oszlpQ zxBT5foSCtqz{TI8TVc6`bH}xKeY2n~&b+H)0EkON*=JLN80rkfhShPcYIL#?XrDtj z))e4cK7Rl|6b?bK3RRk6Nj(`ML=3wqpS8I~v1jc!-ND(a$XoM;lV&AUPWbB7tvJ#u zG=3FkRLEDMcSED97jLK@{WwiPZVCiC9)P-{u=wqOnSVNif4Kx)2^Yg*D9se@= zTI&s9_483aUR@s}2zMgYjr|ch{EacE3%={!ZL&sXK>@2DC5`m|bfeUH-dT1I-b3%j z`Q*LJ- zf%@ora&xv%zt-3fn0W*umEtqw*Y8m0`%^OJgf77gR<9CM9JMfs?xl?}^ns~C4;>2N zh}b38iV#&%`>{lon+SYY_Uw)I1%hMDIxQWvK`tLQyMNLu7Lh8+c}?rgpsRWdC|Mqi ziNf~*F-1iO{1uELTK)&7o^3%|6~+{QUL@kkg7#_|W|GMH>0<+vU0Ob6@7qVb0Dor) zVxbzD?d<=nXF9r|WF{1HCw}CAK=nFlk4l2YdMM+qcRb%Rr86+U!D2+<{_3&SPVPqF z)F1i@9#ns`XN7|!AE5R`fWfp0wg>ZOXo!+Hy_~n0+dW#ygV}Xl*RHGP3|9zA1 zuW+D{{Np7jw3i)=YbQ(a43HI5ZcBT+%~jY!y0e8B)<@CE^cq6Cdn}fw}26&$NIN^9JAPkzx9oOp!h+Dm z`U$c`bXRrze+w^2Yf`)F9k(epL?YTQFvJMNMr5wEQy<9A>Qi~AMLxH6ZgGK!6n(kt z-H#e*x*ySMAGaYK8~P4)Q@JFRS#A5%_2PguS_%6GoxF*T)u(+Fy}a=bNIgA}!duaa z)>I!6g{2Vxb8-!#Q@#2(RqI3rY|7z|zg;oh9+f-ACMHM!=ntuGQ z?nOTs?Gw+jpn}CP(~xt_*FFKGLIHy<73}~X{Doa`>NNEWk=4PBh+cq~jUYx_GH(vN zo8KJb$N)L``dHnOZ{i-A3dlz#e`1fyft_dM*5_29q>TcU?CYN)m{ywN`KyKn#vo`k z8UB-~2lKZ& zyKaozYHj9y7qWV5xwfLU!;|z|tPRwbA*{)wrtt{cWTJG%|4?6AWgq%p!#)N=wKtIt1Ed5; zLz2*a)FFO`%8adwEBI~}bF6-n90U7OhJ7f0aM^0ihI9)|gwwb14N{T7k<}p{Q?Q&p zc9NKwfU1d2oVK8VGAP&(6D%G^ipo(0Lxi7wCCO z`#SIJ#1ED8?r<8sanM+ewX}X}CYv2T$+o@s-_0mW9;YNOCMpyBl)q4M>KLK7`s1FA>}^{U_We{JHK<2>a>=s+j9K^I1KewW9F%3a6+_ zIQyX^YgF|M;L-4%Gn*TqEoW4REks+2!j7SQ@9RieG%crFK#D(GfIi9$GT*CE$qk|p zo`i_@94lLu&Cb3c>gA_Jf#jq?H(UVfq`6)h`vjHfy=FE4D+gavtGCYwN_nzW!SO5q zHtK!Pjl}{7RtYdj$FI+hznpeKIS7KCqXkG84xzclr4PJAds?W7BCeI(QDqmi((VzD z8csZ3-`QOi9)JFpTtFf}8ZI7bPLSK$t7+y(CmT>{9ym2KwHXc5u&r@0J)F>@{kIg00C(2yfrp~l@xR4wy z?I*?un%E%nH%b!_Y&bi3yK(@BJR1#^z)o=)*j!JllR65IxbI)q*sY=4mfts6VMCq2 z<(k}Q)j6v%GniD_<};62PvU9vNjB_VqWy^D1$>A(BT;#uzRB4nV~jA+b40oPUOxhxwBpZ(oq6KP93CcRav=kNQ!i;p&i?j9Vw4{QOc6OKji^ct z;31^e%+bws>s`2aJn?{&bW~BGxsdQO5XC|EV{j1Ai|B?oBy0}JMtLle^+rC)AqyeL zRP@aCmQza;b}orr2)~F7QI!wCoXbsG(B~N9$e!ai1|W>Nm?+t<8;wh-MjnHp`+OYESKN_4(0?WgS@kN|x( zmop79P>I!2bBT=iGSB6#rt~Cqhi4n&LLgJf&IYp1b6!-Jgzlvz68E z{`1k_WfAYun=orTP%=?DVX%GN$kQZ; zk8BF&noj9}OQO`YuGp@{k1@l?!4uK4d#i=YSFVyg92^h@HF|NHr)RheIlwdU(N&VD zqm^X%pLtsC-h}^M8C`3 ztt_E78^VhLTUwm-Ne5Sl!TzFjaA=YXY_6tq>sxhacpEt_Wd7v6?{Qv77w?=t#LgIY z_xzD`EeMM4-iF-oV^0~2^qobC-lurxwDf;Ku9%p<8@d>s?z{hs&zOgWVibF4@jx-L z2sB1%lAn(b?w2G0isIvO(d2O*FR;3c} zU2ZmRRZ#PYzoHLh_6hELogFL0%KM7mdzaLI_J^j46AMJmo~YhX4l^ggf@Wj%pA|rY zcD0QE`S7QHN|kVA=@0rM88YQQ1{m!h1h|0BlUsTdK*iGTj$ZZI*W!@VqqdYhnA>7Z zEGjE;9J(G8W#bEbbmc{vh>>9R0-Avjoy%_z5%NQ^LU4+Zt5**cH2Pvanz5HxmdCEr z_A)o(f9|PWU91`zp#RSG)S^l|e1#iw$!~dRXW$|s??Df+eiqIs19v$Jyr>ZbtGfJT z!!3+wP7$U~4eS#=3o(5&eKpppSq^6GqX^#$z)E1~Or7hNM<~}TgI~O3+6Mt2tOvg~ zp?!G7*yU0qX9?Q=QCN_#3z9IMRoLkLqVba!uZ$(i+-LB2{L(uQ5!)Z1a@F(pocdmG zbmy{^7}3zS1iix>lS#gpn8LINe^64ljpK&dvW$kqVHyk`LsWkwENlN1fH4k(tL@2; zb4`;KW!xoNhS4FgLj|krt(kR|h=F8=4_TY_8Vn_w>i>wogWKV(6T?a|y0l2q(ZxNb zN0l$(MW~^28iB`Vlkis-260?ss?$FK*13ta9CV^Z?t6A;EiQP6L2QXszuk`Qzk^#L zML{xX`)Qj*-27Ek#cJUn!f0;TmqB5lC?-d0gqR!YULC^S`bM_aaJmr{B2Cw;| zfYtsiEU#7Itj-@t58X2{JGz_w)BxzyT>%nQ0#>hf zS?Dj;h)v%{SNZjL$ZCB(VXWAXbv2Am5DbT z662WmHwxbsT%IyznmpR6&JH~1cLA86E_+@~n0y{|^HG96PG zZnUslKU0?UfIK_?xMfo@E+6iiB`QOG0#ELpEBLlLsh>M}v^Rzg1QI(p1c^4NQCDbZg97$f;CDvs_>41QgUcR^HQ50j! z0O+pqRBiW}-J^G;4*J6Iq8}M1i@e1KGXEt6O$koGC<33)%$pADysS+ksstVgzGjQ4 z;ZP&cl6PF$-B|c0HXeSB6r#D@YI4NVpF-IN&4T4$h@H_pXw6)>-Lo!gT_`grHHe}9 zqz^Dn&@RAf!>W@M_JU+tsZzXhMj-o^$4)1-sUX;X7pagG(5+FB?6$_o7RAbWX2T#) zQX#Uz=JHxML|#E*5>Y@7W&AN`6M#AT@7ai{S@0HfCVvI9P1Tg^QphnLcExR8%IK_>AlUoVaB*T zBwl1xeVK+l&^n`p+U|aZwA)REEQ-a1Ls6!zg$}F!gtMR|xId|31wZ@kQ?$>B+rQ)~ z>ffxOdm0JyVPfQbgCD=Kdmgzeq+$eD*dgGDjO8W~O-XXmhdK1!J^8HgR=|&H#QyDk zYP-l44!#u!gIAR)L<;;AS!8!BS1QJSITiym*7qA;Y^rf!PvZWlivBBC#_epIUUmgP z2l^{_NC8{8e&(NS$QJTFVS96gy~CXhbNIARs=~O7ck!QemAnYU81bPNA z+YGxKT1iH6-2(G}80&J!W=?V{yjX;+%G?X14LDrmDNP#HDxMl^YU`9A){_Q!h|GH3 zz>N$LO?^hHHoc%9sUnaur>Ycyhw3_6J8+ek+Eq*va)QW4!jKs3qb(lwLAk62#S|a2 zNjT3z_QeK@O^)HV*Pf9I8e7WA)J~_L=41HQ}Jf`l#CLAJaQF5Zu` zkd}DfYW`RiVkFFU_;bQ=i|f$*?O$NM0*86!{oPtkA8Xm2T^t)1;JhK2Nyv_>NHDOY z>5qy5admD2u~fx8oygtYObW29M1o>LNdUNwtz%x|+4(r?XJDgK^N$ylYd?24m{Mc( zm#if|p7Y(7;QR*!h-~hZkxj?C7RP=-#_VurBQYXM>|^^xJs0$0bUHZSwk-p&hb=oz zDrcq+%5uMi<;+O3pNFwy@hp2DPS4P??{9ceJ`WizsFys7*!G24NP_TkOMP(4!*Mr_ zoAVZWik)_4NSuitnX`KPHTF?evR8G0K)7#Uw!i`3yv6oz}CfTGU1 z_!)~U-{}z*%}FOuUeo+lg52YRRL#MDq11YA^45rhb`y`3D4kFlnD5p)CC;!D2^(Sn z|72CLoJ?*AtPfs4Cg}K?5VMmTH|b7|j2E0FP-SqfFy{vv>aa&kqcmC6GTg4q~@;me4%+|M0{&+ds9Dg}11= zeOqxtqd^QF2{(%c<8}2f3Eyk(vLN=@SoOLV(Q>l(tp0X0w10kXD@?CT+Hv>O@C0&* z5xyOS+pT#kUPqT=2q{A#v74ms?vzBy3B#ypB+k6gP#r#t8WTbYM55s^ojM$uudx| z)f(?#wQ7d35!AWiq}sy={?q|gF5UaY-zYlNxo+iY!Bcxh{S@k1^$Ez1%EM$2B0xoe z??R}*Q1&*$#`sPYg&Gd#O-Y=G8)^W()2Dmy43`T?7@pimkM`AC$+-mU$j|zkhpu4nwU@C&0STX(`2H3$>w*l!4~* zimOVR`m5vdDDwY+u8c6&?_$I|CG4!0o~EEJw9XHT8?y%No{+%I+1P1XWX>tE0MusW z0LA_Si!;Nk)(n^WK3!(Cg-A)mF4FRd$RjtVCisuiM`HLB*SozMR_G%)$G;^eh}qFN zeulCmVH%q`(Vd)MnL%?FFbbA-<$_8!ff`wq6JNj|tfJbFMu*^ye#kolf;F&~oRYsv2pDSwZc?vpJn%@ENYHl$7<1FLsGXdGkJ~Nc^D`(!(g<7W zlrS_qDXlljXxme3ZJ97TTFv}$2R}*qhIMwv68CqLAkBg!y$#srGzK#dcd{YMSgvip z7DlTg%a3~p?`&+Mb}IoTotfO{hW&Rlqw3n^zbylH|Gq|@-%-@n#5bsrc%IJ$$D$06 z&jQ%SE%w&Hi{oUerp1g(wkn86?)~g)K6vPFyoUS0Ch%-#mh<|B7Be306G97jbT(O$ zI%?TJaAXOt={NP?AWrdv=bc>^;-UIEAe3er!{TY*bL~2r#MeF%{Q}A%JjCqc`^8Z=dVTI~f82 z{cob{4y0mzh-sRgb~1N9&$VdnmY2XYXHuMaToD)d^Lj zNC2skLLs~B?FDj0G1p<&#PTAO(1VxD3U5aq(k zv+##M)dVD!!GCgLG0k3onr4nn0EwLI<$#d62TaafJVOPM$sRr6?)l8|tlp@om}5;} zQyGgE(o-C}603xmygW&J3T;FiYJ$|ib?O64)^*%;FWa9J8k+u5dgXCC!BFO_4Zxdg zhfTUbRH63j75JA1 zv+47eVbH1}!-?80EmWYu{ibG0R}pD1d7m&-z&fo{|baJpVFkkNKn>@k?DS0YJz-t`-#%=6f4olrLa^9 zB2YT@xX^VNIBT+<1WxF9^*|d6a>9UmM7{SF?q*!sDSKE*D-D7-%}Mf4EtR)v7%wZ`ZBDk(4=Bu5KSGI-Sygy)LwAKwsQle}q$se!Hj0wY zcN`XLH?Os-wM$Z{&qno~D9!^Eta*Ki*9cuL0f|@r=j`WfhL@5lct$)CAzo;8^ar#~P=%K+*EWo(K_XFj6+^6> zPbg%SVN{4yHttNSdQm_9h*e3`m<+`J$94pvaBUp>gTa%kge+Ht`%zl`Qww#gDub>T z7$5qpd2XJ5lQ&YuPvxT>N#|og1=inE_dtrO3)gpDVC#D}%zx~$tRoADeKOoaH8X}b z{u#K>8-D2$zOSy8=M(zB8IE9*pm+ody^=UT*I;+SZLdWwqA?c{N8F~>2=eL0(W653 z`ug2|mkwWWSH9606iQ$`1@A7gxlGfLjiBp{XUT?JK416SCq^>8y_3?uat?_8X3=q& zeqS>B{oJ(fT*Udb>1#@D6+v@e@G(JpRe;Y z5WkN$Rp-eUYy0tH1J)r1P*mC8>dhCz0SRr7YY`&d_$qfwVq8J}Fv*Q@rUkd{Z3oWb zLd%^q5@cM{s)=JQGd#y-c^8r$Xdz*Ou!KOSjF{guROH22%W1gL@=%YVqv8^)m(`r!~ga_R8u%6ug5 zYh7M287M7wDnhg$%>bA>ZorLCd)D-A@6MnOKn7ziw*5w6i3NwjzbhA*H`uTzxqqUK zmU05T0HNU7WRpA(r$|z;sHygg&6PQJy6H|io8)R}%3ce#tpLWXTD={Y641uAP^&@O zHJnr_f=@XdLP)P`fBXI}0imCQ?f;l`EgYhI01thoDWz5s-Yrp5{b)AVV-p0K<8C1~ zu@I1ir9Zc`hCvVy$qF@3NZg$G#56Zgdl-M?&OM)0V0P9L zr6%HX3q&K0d}{F*+}l*0OPQ1Lx5$RFeljdlsSG@{ET3LNn z!N&u+Fbkijkzm@0_QB27ghGf~dJs(hz5JiLBHo9VuC&6s6O9au@zj+fQ`EPm8N<0N82f@K?mCtBpUaNrOrjxq*<%%~QLCs)ZT{rK0H`&}6sns{IuFsvaJ>V+_A8o7GLCq5kKCLdP+~;E;_#4J$&!o_1?}CcYf^D z>tEF$iI2iC62ao^ITv<3vgp)*vn709`X|9muow93?Q#@O!51$XOLXBT&v^98qXKwn zTpN3N;3g-k!s`nR{j9+>oS&xvgxV*i>qniqK8_ zkwxX~rCqL59{`_@eJjZAcbzPas30EglWV#H&xchr)D)@aH1Qa&|H8gl616 zm2rd$NbR(UpbEqkIOscQ_rf3exB%QC%mq@xu|3hJ8HRD?(fjx*2&hYuE$%U=ov;vz zY|ozkNfx@ORi+U6`N7WOz?&v7UYyn^f3Kq_z|=P!V*@#LY(ySs9<_$huw1W2eeX9x z@b%Q?XQ3AN&#>TW6-Wyl2dG5*!M8=r7V>>gUReuDrcZTc#b9%e;B)jIfxwVdC+Bi) z40$zTO&t8}{xMW3P+)QO=Y%E9{+9Nns2^H&CjYF;1#d#L9utS}tLWRe2D8U}LqfrA zH+>1PO|Pv_7C>bd!S@@L%_h|Nx=u18g?}39mUmOD?EMz80N&`W7*`WqLkYcqbN#o2Iv5@!Jiw6;>%F)=)6>0##0GN@TU7m^1m|`S^eo^JpY5 zir819m#XYUMeGA(!y+INK1@-~ZIq~g!0NY3$dco-C`7RDFOo3NXsgB@>Zeqy_f1RL z+;el+%aFP@4GW7MSHI;o?M*p2dbH~SVaD1B_$Yxt<4=MPQziXYiCxqcNN8M}>MR^Z zC84{t^ecF5I0R+tO=Ws6q;d z+sn=tkQ*4tLtoYLQm)w8G!t2e0Y1Aa56EUx@Mq|o!k0gnH3f#BsT9ypba$qM=)Sq> z`&*V+rtQQ*d0fe0Ae5DCVkD6cZW;^R%0TN>K$}Qz7dsZmpa>F;F#Sqv9i11s7F_Gq zl^3GDtQy93U3@-O6Y#?iUdBhk9gQgr^ds|T?rrKtMd+GGG$TslO#=dxG%0pw> zodqn*5L9pVTrn<1mqXOl&YiC;6m zgVVDTpoT4#E5nyG3&AvTFd=MF^Z0mrh6bpVjLX6h|75JvMHJaSfQNPSe3tm$A>l=; z-~9u#A``|!liaQUiuW=b_P!#KeL*rqeWn60bzui#+I1#`89uKig3&e&Is=pNXu2z8 z042*+6Q3Bg6{?JHA&|X~+rPa_RG8?oxIFt(5Mdxth;ti0t7G9K%P07ZoN<{2wWc1; z$jtx_Z4U=A;+YE33YgA|CkM9n@Hf9tL`L2&uPMW~f$-f5SiB^qZweT4-@~zlcYy(| z%DZn*O<8W#nWLp_FB^&4pW8P9CJP*_1Wy|$X~m+fx6P-3<}@HfQltr4@k7|*7+5ND zG?VrtqV>aE2}NUJig#2PRghQ{FKZL^?B?IMSs4-xX`q{q?Pka!S+Iu4pd}Ne;|fgA zB^_$w>0~v|#2Z{;ys-V zLKN|c$WrySw{DwDd%cyFld{hdsJimRIGHA%DG4vqElXN1#QS-TY*SrCZbU!`>eW+R z0!))fiyA*;8pN{A@>S6rHde8xZZt>i@O+OW9(RmF27naKHzZ zRMWib6o^hH0%|T?===yVoZYB_%`uR`Y}^QDTH@ryjQry)O7D=?=;K#4Hvk6Ri&5sC0qFUGNU7J%KInPbrg z=ll-#m8WlcO0FCbQn{Cr^G12ZP@3s6QP&qHf!7nSA06Mlbu8CfpLvK4RQtH7E)V(H zhzilVNZLNyVG0D6kzkW*{l&F7Qz|Dj8>E+$4teO1hv}IOSw~?1GZy2&Fyk28&CQC$ zFIGpL3XP!kCMdp?+^N35ag=zwDM)4AA-1)OzP~;aH%ns7g?;!8_gNs(_*-kcj2G#1dx=(P4+3=ECp2$W zNpUL4wcbWNq=A6K~q2jUAKuJi=FO3IEHWH2j$x^@}QG52!#VH=koN&DgyN}fKQ_N8+P z*$ZK4icsl{OSEi7w~R36yG|FS>}c9SmH{*nfpJ6*?0Dfu9H!I}ux}dr+3r7r-U!4- zi$hiR@Wi+AVYHh|SY%n2HQsSHlHagy1oyA{GpO{*E0jhET$oD(4 zbv2{@2ZCQlF)xtSHSkYq>N*uv07&>WR5R`wAppF3C!rDc9DTsTenBm2;HlEvuO_E? z{?gcn#n6=;B?=W3wzF%RDh@N^Xn=T*TB}vH;mm6f*>7m4s50_hlrBXcu?*q@R>X^&cX~mEmuk5{KRx|?U}kj}|C~+=HlAJl$O8GAQZ&g< zW8UCi6*iZr02LmBvl0PYOGiLY3ZxU+o4VW7x#6oQ@vVzHjC_RCv^JyrpT_~lLLt+C ziu$o+#l4+=(0kjycJ8zz``(ipLIudVG>gAoVlBrAKLJ`bQ345ObVZg-G~BC0H(h)1k49fK(kuINBrC5e36GIV*B>%Q4<7MqGFY5 z+OK&m!&0;i$aJ5;43$Yi%4{eZrNSCa$ z{*ABEA;nsmLU%avsaMM6zC|rHkiQUPQm-p5H&o43jxT}V7UQV-7f>|-5N^>X+&}O z^%E+&J-9KCho|o-J6fIMI7JY9Sg`5 zQ-GLM;pd1yct~Ub*RGzMQTJF)-1>B(jT^0aT{nr>-_nb_=y9LDoEwhNY&a63mkdr) zkX8`daafTV<0%~Db9T9f*)}@7l62}f%nkB21P^zDR9j{91&X7yZom2nr~TjsI8zDd z-^yDL0>{0(l#|(Pf7xiVoxqY z##vr!O4@mpj~9iZJ6#fc2mpFTW^!PK?39Ve%{^7RI5bho7>M{4j=bYGrw&Nn2`pvU z*0dmbFHq!uskGCpj?s9&i0L-kR-m%zUFCuFjUH>YUGOg5(noHe<3HrM{5F#A;}+-6 z9mg=+xMgU`v%LCIehK?E>A?tOzmKUH8Z^4#8XezJdOh`GsJ;~Dm0PMPLt!dC?oPMH zARb^JxaTkwl=$m|9FqGIq}=336O%MD$fJJzmT8C!7r27Q32QzYJX_&#pbi6eK&*R8 z^j_YM1g(GUZy16MryH<7tcn@C?JKH~-Y!K1l{{(?eLS?wFbI!WWFs=eBPmr%c`>p9 zxHU3m@%`eLrf9?p(J*9>@q6L zTm`bA{r~zg5!$1Gy2DGQ$O{$B4~odn!|aGWw#|rEno!=<@iL?Tj6u8j2bJ=uDbj?5 z)GZ*6Kih}F!%6kf^&=Jw`)v+T_rmr~#RT&7PQx)+5yoypdtDb8^kzu%v(qa$MyS>N zKv0}a88drNrL$E;tdN9J=z>zbCv3WXq+!x@m&cfkF6PS*Ck{h@{MHe!tEu&^?q9eP;!uV}^A-DuWY4-w8SlKbt)TiS?oIVCwUEV(bn%;e7EI!$a#$ z?(|eW0e;R1e-KK@q{-9+zLessd0jaDzWw_RyCq@R35o%&Ys2&n83bN57tB^yvtTSihJ6CjGBAgXDMt&7$w;3@5{Wk zJbz@bF`;@{;^ZzQT)9mhh8DtiE=P*v2&Wg*o9xw+>XSzw+KO(;hq7F`_}cpjTxzi#;P!GM)1zMW>jza^P=>Py9%coUa3e{c#!f&JhykP2&KTg~y#e+&>}BX9{lSC&?Gg3Hc?RR)(-kkpHHbP0K zU|>p@;gg|ocd`CA6+GD{yI2aMZ|2@yN*2(!%=WonlqixSt(p}gsQuyt1``B@*Hrv}* zrX>d>OX{59tXc_P_h`L%UbZz+-GXMfIKcx$(A%b~-vTfho+Z73lFO(t+rPsc7n++z zld7W1reO?l@BQTYZg-{!jnKwaaIqQp?&&2NY9YLQL;k<3?Vb|`Li8O>kDVFpiN+ge zNli8B6VTn00$&wOl`&x76=;7J(XN$1^W`^p?7{k8(shqI{TSgQLc(q9HHU{?=l}a! zU!;3SKcXzJ!&o)0c&<6mMqvH9udLGlEXslZ(oT`lgwj!vYLUvL=O1XNuqj0hn?*tj zNVsIyCeRAKQSQ6}VSi0SP zO=+NbRU8T#b|EzHpaG&2=K8_?6@?cpUh1GT6P^hJ3GV=THI=jry$I185v^$F9+S*n zEOavVx+)O~Ez`!PgE_B8znDH3#h>aC zsZFS2k_EO@>Q&cL@nnE9=q{kImVIF79F_mni|U3p(@$$+zu1x4*6wJlBgqxwYzd{a7$kRjPXK@lM z?>1$IpZ)>d1HjF`w3+{;&x~CdyNTXBv}jfF*34k0`?>5el;g+MBPE@z6odV2dIQ41 z#Wsd>nY{A0uOXvqf%-ui5kmIoRj{Kw;%4}JK3@S_?JM{YC*DXR7I}Y_@NBgjRsNsN CoDezy diff --git a/submission/manifest.json b/submission/manifest.json index 7b08baa..31a1446 100644 --- a/submission/manifest.json +++ b/submission/manifest.json @@ -1,6 +1,6 @@ { "team_id": "team-02", "code_path": "submission/clean.py.cms", - "code_sha256": "2ef016e4b58f313e7da3b87763a26073455a33648219e76107f67d3eb27e1ded", + "code_sha256": "534b42d7c77f692503868dd279fe76be520096b36fe248bd3ded2cff53adebda", "notes": "Replace team_id with your assigned team identity before signing." } diff --git a/submission/manifest.sig b/submission/manifest.sig index 9575017dc500e9b346852fa574c8f0e40186215d..bb49e42aa65152d89820f98bece68454391d1804 100644 GIT binary patch literal 512 zcmV+b0{{J%?Wqmg+r0uPc11$Nh|v_tt*|yk*Vp4iB^BSf%nzf1ljVd{T@_A^{lU#v z+3=ZkOA0BkK_PtY`?F2JFh(k- zw(k)_NNBQ=S@fSHzl>2gLy%uU0`whhM=< zt2RzJew3{yxT&#n`cyO=WVl+ThBWwAeRceNdY&x2k0s=Xx8|ij;ZThy6I0}pGhlm0 z+t5=!`=+IxjCYFXcjjyunnQmg+86H|J+!kD9L0(aL(*dL*9H|4E#GGna^i3h$7wmh zPD~u>VDc#u$9bRWvp*}j%HWMp%L-)2eEnfM!*vHygOW>Wp$hq8o}6F&M#N27$2b-% z0&9r)P-9k+;Z6deQv>GySv#eGTks;x4)vOky{wSS$C~wa0&C`tX9I*P53U(p2wg?0 z%rc-nJ-YA>x`KbJ_Yrjv2(fmi{o0Edxq6ebCGf$pkrJH|$Pbk<1?~H`g7|RK00FtW zU?)oZEL@7{ak}&Jue|SZ_p|s10<3tzx+bo>#{z;rm`SCF1l+|FjUlVzwLjrV*7{OS+DN?$l$En|?fbr7QTxh-yu$S|0I=Z4 C@B)|s literal 512 zcmV+b0{{IN8~tABmYHVb>gCuu?_s+A<>=H)02p04O!g$8xr~U<8EDj2RW38F6%(`J zTp8?RWcvn?5!#35eC%$qzpPUODmmj(1YZf0imgsE5(W7W4=b>cD7nY9Kw*mg$}{bJ zAPM}8TGf?3Me~Bgbcr=P%RrYex4+^S{=x70JJi;8`CAo3@hA7xQP>yP>6qKo=d{hN z?B|7E-_jWJ{LH?6m%sywY3G`}M!6oIdZbdSWkOFpd#Yc_9m~LH(T#z7@{yJcAr0io zQmMjOnLM#cgL1DkxYe>PVxLg6LdX0$Mhn2QQ1=18y7LR#{GBmv)BZR zDA(nW`n0q7{rp?vs=QHr+BQ}ve_Mo Date: Sun, 31 May 2026 15:00:26 +0800 Subject: [PATCH 05/10] fix: impute outliers/zeros with mean, same treatment for train and test --- submission/clean.py.cms | Bin 34922 -> 34074 bytes submission/manifest.json | 2 +- submission/manifest.sig | Bin 512 -> 512 bytes 3 files changed, 1 insertion(+), 1 deletion(-) diff --git a/submission/clean.py.cms b/submission/clean.py.cms index 4adff5d2b9a38f2dcc9888c92899ddc34f1c861f..172232672284eaa7e4a7c2dfee559cf11ef3d709 100644 GIT binary patch literal 34074 zcmaG`GqflQV7s<$+t$0bZQHhO+qP}nwr$(!@6xebh71{UG9+OL3_$~fqzV-eeS-xA z2hI-+0cQvd0R{pDUu_8_}*Mfsw*(R&k85+g;1a5I8}GU&rUyh}d0DT{emJcu|QpI&I8 z2)iNUh0H}$F@Bfd2B{jreO9U{+p2?Om63g%VZHvYrY~D3F+I}damwkXhJg%OKhS3#);py}PTrAV}Z3d?LYI^HB&kX}a9MK1M(pQ|Ee{OIMr^PnExt zXe4#$J@f3J*?OeCy5Z2!aF(9e?t1^ikAgw|Pp1%)wa)92-r_5KZ3 zgr>S%87Qm0Qas^m@wujPFrXH@WC^tix@Ks(lAQ2v82yy2m8u;6*+6zfPPxHwxi}K- z#e2vY`sN$+@unKHMef*oTezQ4;dbIi`6Z=8YK74OxYkCy;`+3W%mY>KVz>vVL3Lvn zu9`c)E?cM3dyQHa3K=JC5oF(5<7jEb8O=Ujk)w7GKxn~g52_mn6`%j|HF(f7bWl}A zRU90EM3En3VLfGNd9Qm0^#3UbJJZiupOdem%@AS8rR&aStt~NWDq(kn9s~c@-Qrvj zx_Goiu6Z&92HO6gDZl|4aKRw;L&X72fI$GMKoB~nhX6BPXhbxIK!(YemyG-a1NkMj zv4C6N_NtYtgYD;&yu&~ZK}Ru25$FR zpp;xvc<;A*pT5$McY0jO8LGTT?SYPGNt{&N2pRZM%(4%lu18WrWZd2ztzeS~9QPAvtx?J#aRng|U4R5NoI7~q9igqGIKxc49je=^$(p(UMA zM}gdAlu|K^hpmg`U=eJBkTNVWu=^VMD7}s`V1~*l&2(-z8(4^2q9R#N1#(xk%@jmg zVc@P&zmgi>Sy?lgGu_ zsI2Gd)ITW2a<0;y@WnglRoN)va3?~9GHL(hMH56?@)Y+_SaPmSEPm#X+LFhfDg`1M zj<#Iwpq&VahY4mzMF_Tg)*$pnMCJqMJbYstsP}b9<_}DawiEtAPhPD%TW}x$)0?rx zecap${dmMsoL1eaF?yNI6=*;)i1H4en3jl)Y1RW)4JG5>Hx#rpV6XEX2!(BGl8j_- z&YHizDM1LVFzob3&aHob4mBqj*OS_@A8IUJGjB|?m=u4SE|P{5ay{R+L2OSX3>(Gs zdn8e#@!MGW#MsMPsC|-a4OKYm(HGd-w%|Uq3kc{MduDY8SPpRI(DzQC_SqMK0GQ2} z(;>{&ZJ*}USYJUDMT{ZXEr`D0yap9ffE)Hxf8;x^ShSp7d`!uC5R;2EW#-nMH9^~{ zJ?k%2;MLR8nk!!imT5!Ka2|T(C_njvIE}B4FyyQ%EcV(f{?=vIyBOe|0+A~%O56-< zMQU?#cgjStD)de+C=)08Rd!4hrLNAH8z9Ps^T*qz$lhvQ%)zRHu8XmR{zyWHSZkCQv3~)xynLIrM>Uv5jylY57Q?z2Ab z4klLupzqLo5iZ*il}5(JK9J<>CuHOgUjyhBNa+tFB^Z0s`!XYU-Y=RG1a4b5VPQz! z^2)>QMtSLQ|9%2v+L3XoyLYzJom6b*p`u@-=1zL8!X6!nP71w0&<8B}ep;PAQe=hs zR+!lN{dDN>id^x%o;MR$FUts)u(bAu!rlEggw=vVE|dYA zv4Iowe4sHwx9$@K&p$bm9z%>=93~nVG@#<1gvPR{8r%Ihvs`z799~*dHTc4&!nF9I zmV3h-K@>6*LgPXUSk^JS)E0$b1adFK1rh+6as_1S;`h**JcJd!z#&`Y^I&&y{kK*5dU$pGLjFdtxS`QaH zdx{h%3f9%F(Tt`utTnO>u$+_0i5q4K)HB{OL;=7yL`wcGvx=@DX$n@2rLB@H*=r?q zq8Tz35qE>a(QT{W1kCpOImjcvpvAQIU|HF&D+QgMRroNR?wh))wmXbGhX~z43JXOo zYA(Avp@IX${arA^J~lYtn7WNc@7w4r2bZN*42xy891%v!k#zJ#Ex*>xVT-Cd>qgHS ziROyP=IBBl$gimWfveoeoVKpDHUwe>QT)iJyu<*eO7S`wTz>kagSHcHRB0vI{Z~dk z@QBeU0cAcxdu>Tp?+;VGP3YNXwnJU#s-Jz~t)P+M9#;Gs4qsXg0_|!@@)7!Q!b$Cx zdj*K>kLIS*TB&?_K&g>D!$uC!WzdMYm3W{>y=WDXhV^-$H?Wv2Gn7CDzBp!QAE9ue zanzTl8`;M4G;e;k5#`VsCKoOw=UADfBL-zP7TR4hL&ZCFaQPxv0~^b89P)ykr~s&-gKmSj|wSS_Om(CdxDNSaEAa-80+c8cL29+ zX3sFRzJ|6AiRkLF{+*|WSM)b|lf7bv#*XiPCF6aMOFh|$=?34-D!OqhwN_b4l@faS-m~`B<#&5!H3e%HQRDhz&7JVd& zLva!2F>6!ZyF*VDM-`z(NP-Wrq(_RKv6Jn~n}Yf0E#GKSwgz$H7dN6%r`!#P3nJ++ z3G>2F?vNeJm&AME6Nt_U!d#Y2vV&1*(a z%};%%g+a3jZ6r0EUq47dd1FAETrY1pCX|(JiXee+oQNG*##T;oooDXox=$_UDhnab zxxZ5Ow6ZLXRc=QHQO~C*guf~wO*`0QAKPJFhLMjVCPpSmAu;R2;CV4y6J9;~ zE17P;5?6g7h-XgBXSvrqH50a9wt^xgEdSa~W&1+&qhUZcH!E~dwxHEJeF8=OIq4ZT zX95sg?0G#}d+b0^LWLa8!yu3qr0|}$)17*oX3H;m(WqLJOjAo81a1Ger(vA(f*aE2 zfIlxL{03HE4A-Xn8Q!sR%Va%3ZgZ2hb%{RaLtTy%hoe!rl?)yyJTM3ofP4mM2u!Pt}<=mAr@Ku=KO`AGbuFZh#0GZ+X} z`+)t0WVvb#2%%`wf%FyYJM3kz2!1z7SF#_h&m=o|W-C#D0(<2^*uE(VQ{9DT6^5GG z2(^pKAN>noeodL`n#8CgXIIci=icgltVRxZ+7EF|pBH4E!*0+wcl0Heu&%fW+u`xn zMsSJaQ3|$roWeiq0$JzA)Khi85)=ig`3LZ=6esu5@8rZK#a07;+wIz2tj6mX_RcX#u24G*~eZT3{71BV-gB;tR1T)!y! zz1%UQC;XsAsnMnO7}dV;Weog}*=Cw0)a=+B%5eW-^m!S$RmDj{p2R*aRCLw{;9@cH z&;@F_$LC0w4}jruBnDq-+=_kkWOh-D!RO4$?7Qxw5VjJ1{m~ktisPoIz#<=7j?SLkTa@n? z_ruBAyGe~Iix){NrDa^VlX+EtG^?-?%^}uMUx72*3CDMeeE2{lfS~7|9l*O#-5B$Kr(LlObPpb0tOLU&UcS z%1H7B9+lv!kLE`JgH6UBFY{XC2|5QAT}^Dg$@S-x z!^8VHns)bEvYu1qm)_wK!K`pteH|CQpP}+6nH#1Nt8Oe<2~u#k%n}gJF7qH#hvcZn z2dr)Pc(8VAllnF1vMZi4}t!%0_ckUZMIjuOBS?9bRzmgf9*A44A2coE=Wf$I zO&4II=KSq(Ag#Ig>9~b>5SJQ!&BvBG=o;Kc@x($~UIw{X0nO-ui~;8Iywoie&c=dGZn~0JvH*B!g7lm!KyexBOH|wE)!z&?Mf z^1BO~j!tK&^bFOD%XkjAiVz`r*>5kSfMh#2lZ-R!wD1OTfq9O@ZZRg38N2!;oO&#q zLYx5K%zR*Q??NEx#xvmPh9 z1*NlKzVl`qCuv?^;z4&fc#!wxzmcTkt`%K3l;;#H!<1 zfGT@3scEN@B{hca1iv6<@cCa#^$J46%nA%I*=FzJcF~6&xAumM0y=~3(nwH`CjYiz z3asia07ZYJ*7a{ZAv<1mD7BNKWjB+&Nqpy--pYE-8k${86GoC;6RH{WZ)hH?7WT^3 zpjiq{k3)-GIirM+Liqkj{1-y#HTq?aOyI({Bue9UQodtB#9~B3AnQfZYf3wi}S@X(b2@w)~zRp+ZQbcSR0gR886@ zRlrbaSp!L0xu~I*{_2&S9z)5DLZ#qoJpXoFwI0$+5PLx>YA#gyFXfhNV<_%VQ!HnI zmtE_s$}vc)Ax4DF_pLUv{`U^|owDX4^eyB9ZHj%{2In%kq234qtWoV@tm2rB{h(d^ zOtD8kdDEhI%z5kKSB!Et-{CE8A$Zy8Mbme5X?&<2%aEYR+^h*#GPESP{|}A98IPBxMC9Ajzui4*iGMag_*60w5jzg zin!t$igk>6>i7Xr0UMLz$JyB}5`OL4W|Ujs^+6lvfjNk#;G(;CYbyEL5g*6Pf=k@I ziDl(L$e8F1&9m7}onrvOADtG6+W>)!((eT_j>9w`S~yBMI)2Pp8&A7T@kFa5oF=Gh z&-RuY>`o1+pywKjTI;{LBy!4jqgCXXr9Pyb<8I zu;y;^y%o1u0VKU(lR1ZjTsap{O~%ZuEdWr~uCjY@j0@}!m$Th8{k~L=E0G)EL}^>q z*e7_W7Q{EIfOhXv@Rz7XBS;D?{Cmtp1Tt`!M)}u6V69Dyqq>_@A920t>qk2%CL*#T z3j~{wB*BH&?J^eU#!GV*I#%p9r!Qebb&wyt`3c(CR!}3qo8YZPA*Jk|*0#$@@fXP# zPjliG(vw<)#RJ{=|G5OPS(G0Xae)zc%SVVIK-#B!G)~D7?wp2I3X&HzgXmTl=I0% zcp~%9IAFO#I!D{z>Z^DxA-YEE9Q?6vtS3wkxm-lnNX`De1vQl?FZ~60gp#vB0sf?A zWzRTp9bEz9BYWwNN*&^HY*U-syDt^rA=>I*A~8^f8D=JQovxX_yG*#!qyvII^SoCZ z$!-DG{@JKtF$P`f=|ffe)7_J3XEr*OuDqd=h6M}t|GCy-8jkpAeQU}r4fr)7Em(tV zd!NICEf)fi-EKLwOPakg&L2CUO@3WhpRP>z+5?8{=<7?5LYfw4$@)_eW@{%)VBtC) z^@aqAg&5uk4nYM`l_#_~-)$N#rtq~Ot`7M^Cr)WR;lLd?wApl0^`GCD`;QprQZ@+g zWy5GAJ{e_nd2F=+=75z*`;yF+?< zKE^KYnas3R4`X(Xe@B>3c@HGo?z+@OL8(cKENLL<78Kh`uRl4BlK3}HjS=JFm&kr* zuP3c!S023VfbSn_eD$~C?U5~|bKrWVPC?Yy*Po{D1qxgxl;92eF5fm>j!_LbtO|hO zlEEpAhxe#&hNuhbNHw?o2&lkmP8;Kn0`l-RFgW_z)~M>A{%JAM1uOCmYj?$ zx#(rZu){QrA5%>9d^8AlSH%W;qOG=Q1|%zT;X^tW_6Tl(w!_+f!|LnMTr4)TMLH5_(+gPM|D0Vs7im$xsZ)7Xid2u=#Uj z2ToBGXJd(n2t8roB4=EevoW~tq1Cs&oXsw^2#eg8-=x^q_!Ph^RlHId4+gxHH1|ys z;UzT~ekZJ5g|`t{dHMzdZn$srgE*kG^>5Joy|m%LptMslmg<<4`Y+w3;>04@z*mO= z2BRC41D))Dz{mOSoA&GdX(dQpH_dLF_64Y<>=u(`lT=aCuJn4&o$gQsIw9IKfnC<% z);{*kZPrk>hD%F9<~*gM@mb*G_;UTlUj?hwar7RHN>WX7cXoz5Z|=E^q^3VN6v(uy zc%Ud;RBn2;^i?8A=__JXL%9jWRzlr@Cg^TCBkIx3sotWB9^488=%I#+xD6-OzUicW zLLH0FJnb(bNMr@42q{_g{tH;57weZnGjF2O2dnqDL15bU-1HKK($`s=k2?e*<(uU= z8d8R`S)mBb--Bgm?kRG}f7Dw|FtZ5bqR3ZGdDjQLA1{apHMZn<{ddZQW3lb+ETGRG zh25d?HC_(DG6&%is2KAK2RFIHU+8g(Wy|7!xxKo2e-`5ziqCD!IiIrVX;CyZQ_i-U zI=IK}lK1j+;nP~k%f1_0H7DLu?dRo?dOmJF&T?Sm}qe= z^p^D?_Jvgu_fG(XiUrRCy=1U1+mHsZ3S20+VtN$g{Y%$hvpBO^WNRM!jiSv=# z6(1jNcYoQ)3{i0!mk#|jraTS4ykR8!29V6ACO`u9KKU5reDMHVpa_`HezSe_Y~Qu<#8 zrAka3<$Rv+KZJ^ylzq-w(S0qjq{ctB6RN3TM`sk6Dk=$=jfDkwV$t-d+fS zIK>^gR)4-NZhHg(Wl59*Iy=)KhfODk;TA*QwTH6rj4e0<8VQF03SJVe1+=x;{B}q` zH$L3v2jl1!?6reRy&-2=c^hB`D$1IY==`zz&9N%JwN_JGy!RKHnyf915pr>tXxlqy z#al2Qyo7mEmQsjuR6txL1(h!R6o*vEhW)hW2l@7uDRV8Qw}E~7gb|JSh(%*_C2N8W z-SP|L3ph~G5RezAd$%6TdBJ?I7qj!nO=;XeJH!@BG{&G1Bg>r2P8#iEbQcvGdUdZ@ z;>{b;d@lJ8iutk*E`_9x$H1lA46iH4|vqFD@o)siF zck)ROoWdBoRTBK4b3@3s>@nfOfkFNid%DK>e>wF{)}$Ijr1)1*5y31+8a0S4`-56m z=S8|+rNigo+Fy6RrXsjUR@ven7WbxVERe!W}cx+2ryu417-&o)dblep6hC>UKeNYiuCqX+$IXo*;xxT{kThRCudLr)ZyX38{yt*ZMSD>d5}~*kNDE_D5M%4CcWnPWFGzUnT%?9#86%Uc!lI zjVX73#I_11G-_HZO#@SJp)!miZiYd^nbx#vJdiN(H8d5a>?W;SFR(SHD?!fwA}|9* zWg4t-f|{pRASPfEgJ}HCWhuzMG=_FwgSE~DI7t){)WP2Qfh|XROMsvZZ}XxEZ;Z5# zjE^`xnL=t6x*+`iv`RuVf!F#c6;e4_To8%SyF@N7P?zFd&fph?S|%HaKFNo7s91-c z%tKuaK}ob!slu-(0d>ENGHAJWzTjo_+3PqzZ{iqD(2;?OLQ~FMD9SRq`GIU#tv8SI zjcMD~5x#njsz8=l71Q3x4ruf!8+9YP@aIRj&WRo_;3d68^BdCx$V})o=PEujD6oOo z1*i0W(zCu4!B>50Z73Xf|J&iyB&bl?`x;{XmIKsyQ#RLqboEon`O0Cy{u>vpFV$!f zJAL2ftPaH+@4TkN0is%oEwuR=+-wed2P}q=D{s32EDjP~(@f0Vuz<(hf08E>ezO#t zMX#(Y3nY7qzeSNu)h8U*mcT|gVjIQ^LWV!x`lhp01sVZg` z4ss6{SRbKi$$Kf!)FrGxF<1(Ae94**Gn5noBK`}VoLMLfk}MJ(G}`d*j-=xE5=d^g z$8B{8$mi$Xqa}d45`>nQic5UqD-Q&+lxniR`GD~2^_vYyoQW#oxUfcErta|X z(%pw&z`K9zSrpD%ct-~B=WsQ#um=u&mi$hKIR}4tJ)RbAg_m(1G#>h_1!7=^fsz5+ zqzy+pvV(rVi!re7>&1Wp;tMdg2NA58xF{aZt2U7jUQd1#Z9kaVW>fFg&Z(u{yE&b=>z%R!sJt1Zp*M+}Ftb|Z7nXEy~iI1ge z*LIZqCO^OM4P`vWv&D}g>eQh-XB4b==oLkeI5W+`ht6NR(w-@0VFC+eV&%sfj(MVD zmZB`DSwh~5i<^i*f4h)PMR~qef0q?j=c$ab-Xc7338v&lqzGI_UayIys5Nri9w8`& zzh^VHVH`gBNh)rJ9yM>JzS*4LD%RY_LE>+AQ?mkj6N$H_yP{Wz#}*bs_r-0u>-s70 zU$3YN!)Tb~8s?$>qMmqra=XLN4S)=%Wh--uo<>o#h$1#be|gRRd7 z2Qn{^o&M3HFx_B}iKWHICVsuA*Gf`|qslRjV>%G_qww|nMt%;$=ie+opg$h7W#$v^ zlP-I)XYLcEmfY@KHYd0oeEj&DP=T1!1*(TH8SZCCtQ*x;l09E;iknqzzXNt23Yn+T z(4k*o>lenQ4`qnXkSQGFTn>Y3(g7tT2#&?bWWNl)=ccyl%yZX|PNanjcvkjkk|a;MA19tq5>XYXhUrpVEsWCzKxWt+~%r{R1w&44j(r zjn1bb0KInaH$`dxdn<^<%aDZSbja}U2RbLjMn32OR+9SdC`bV^3DO~EGB*~ z_B?$Ha3BrietYk>s<33Vo~jX@#0V42@D)-dyqsLKiwgMJQa#@t*n1E|V+JE|d)hwt z(450?9Xw>dkgV|m3OAJ>mWNa%g=XzcN5Zu<7P<0aJaE9qmS>PHJ&}X0gBw%@YRFV) zdbU7Mm{_(dzB{FnZ{;1 z?{E@s|BJ_l(I%tb3YF~L>T-KT3LKY=O_WeK^A3ZxzdOsdUUs5(rDo}>v%;gMHtXtC zv-o#;-!dW@2?FfZZN3aU+dqkP z2CFIj^xifUQ;SKSE}E#19b>(U0LX|SSoSb>d5pmfdFS&z-jOr4{Q}9hZa5KeIBtV& znr*Fa0uy{_`R`4S~;%S$%UAB%*$0}r=!@ha(XQL?)fh01yF~G*u!8>r{F_^7aW_B z78yTyh-7J4fo|IpN?o`6h^l~3 zbdxHB6q0=E-(`5z15OO(_MgR|tyV_(4Q#_K*@G8#55EAaIvGvJK7%*F&XDV|lu|p^ z3q+P!Zm_V=vx#k)2@hhWwf zWVnG>Zo-1~Cv`jXT&sgP8Aj90zkZ;}QR2Nz2|_nLEkY%!qR(>s$99tkr#E zYfqCr6gnl;1u=k$T~QVu4*YtQA^(4=gJInD*!G2xwBX_c6hrR~F#9H+pGOgLDUftp zCCuXNt`J~%*i(Fh^;~c(^UDDR4_i}HOZIuv5)oY9tI46TyKpq--dKbsdCk5`!8K>* z+l0QYYcVv6=xNBKj8~%oJl49JqrgJYQ1I06$PZ=7I9sqC_mpr+hrWGBv!hwRx(hOK z8HJP8d7&aMD+N_Trp5}kVYxG`8onGk8IPpO8H33`#w<2LQZ!&b#XNuXTLr$3EYxQg zU)yRZP1&8+M*N0N$jSo4x&u(`VlkI8rVh-9bB)vrD$&_lCKL?&`{qrD>Ij!Zt=7;3 zdySoDxn~J8(seBkUywYc=`7XD^ad-u0Ig%J^yMfb^|fba!L$+e>U;PpGT`U9O&9ms zWL46#M9VLixzJX90`m?RbEq~JgM`cs877k?O6&8=u{*;PW_wWK^0C3Bd4Y#5RLk>e zRNe$)bC@871uXP=ZjfOiNqqm}PbPfZCt8%uG+-#&2UTSf|Bb4&+AH=IS=1!i_?unK zBR8^O6cyPPJ3yu1`t$%>Ig~ZaHG5AT%6?udc%^hX-Z+1j$72fb{w=M^q9_OLbHl+$ zspgGVx|gfuDLqxcC6t}fbN(~0W_uJuKKk{q5iblciycJu1AohG*;7I6f{qvPHrKt7 zXL-P0K;iVi#o}eCy>9q?G+9e{PK)h?68Z?s%bXsg0j+3qdHxxaEgJ+U*HvBNV{|p- zEcvc8inS3xJ63iAM=NTuOLyjHG=%5b)BmA|Hn(-Bqd{AdS?EBJ*H2ceQDU+Enxqyq zK*f-@7(93{)qd3L;vZpSfeWx~gx4+A$JOc{tiM01Z_m+7$J`#+n3K_+{40qQQy13T zlavVt(&j~Ka9*b2Baz7pqf*xr_2mcOaou@2tb=LxXtSF#((^s{*!fjAKHi!AC-;NBqEyfmK@ejLZrolDN2d* zxNg2i+0W||vbqUIGi*Z;rRTIl{X8mZSF5ZBVB+gJE6DhBj7+s|(dErrd@fJrB zmcP?fKrzbcfKZ$5gShG^^^f0BRTJFn>S&FUWcTBDjZujxxRPTZ>MgzQw(|9S7!0j@;nzniHbEYVm{35l!KMUHbDJ{b- z-tsV;qzH;gKFetICYLbN83i`8LtakfQnV{A##zE=w;B~Q1Moo`Lq>bz8&f&usOqi; z<2RSF>xAba9@t8+H{Ow+dlbUw_%-+(ZSeWMKkl#`-V51h&O$4P#y5hWHwYUj($zZQ zYSgrxv$P6CpoH|x@g}jQSW~GtaAT-$5Zf_lKW#UgtS-n+vbv|8qoyH7$q^LKiKZ|C z%1pY4Oq$pgSdYeu)U(MoNOV@t2c!+fnSYckbNSI-QnJt^JwAGkR9>{Q|1-c@t;xmy zuu4URCx~%)%k6<+f+3ae8*Mhflp%jt`GeCbEjHE zebCSbjETRsswsU3QE^+fX#c@wXt*D~;WW1Tph*Bu(<$OvSsgf=i1(PC40UBZ3_C&L zB|h>##I^M(yV-?bZV7B&<`YYz;ZW+>gO`H9u*UsL3V%G(6OA3xQQbTRSJ&*6LBc5> zq4Jn`u55Q&ueDFE2c%V{hy9EA6jod0kvH6@50c{)^6lc9Jbl%KXV!k0%z@P zwUqYlaz04fSFB{TGdk;KAVb+XR~oYF?soRp1p$`Wv{LOmUp|Ez&vLT`Gur>j?sNPh z{|O9uly#ANh}hS7fSL49k(@I|`YKKM3?XkpkUS^azbLrMke2bv>Q;;%#biMA9=Iu4 zACD>Ip7;Ez8cIIPWj^^P7+{MY&Ec}b;P2rT5F1{#fl>r=yFsH92_te;IH!1Ji*G4j zqT~k=YC%Zn*2>5RR1$S|dmt_A-SVIu3&n%noo`c#8I+Qmd>~*STppyUFX2gsV>I_H z_>?WmnO(&kN*@V|sSlG~j4`Hn*-G!`?zXBf@N_fLgbilb*Nkf%@s?&@V95Z(x@NQ3vvVT0Mk#1$5eioS)%~)O$Zke)dyXlk6>djx4|7Kio^j4L9nAe+SoNW3Vh?oLP>|R-7 z>%|b*9$n4~(3ZZ)z6o*i%Kz4^Cc2XC)_tycXV6)Tc@^2(uwX<%(P4L;R_zxvvov)e z!f)~A-3JR?wnJslL@vVmB~OjN1Abs=tDuZl!v-x})5M0Ib!(h1aYbmOXZ5oJCRaC+jTf+9ZRK^%X z<%h)Ps`_I_mW8v~-z)*9t!+lmwE`85dbB-DcGi!!FiPT47Bt6+e<3!w9LBBoj)#EV zxE$S=@ZPXlblkd-x<{|yJNK(@&&%fI5ADJ?!C9_I=E8%MJ(|n9)xf16bLnP>AjN18~K}h$pp=1XDRIZ7~L=BV@l1)#+x2EFf;ff)eI%JAl zI8mbvtVQHPnD*r4vV$0EG>#|#Ki}n$kusn%HnO1d_4nT}+FyR!1J8A5+98u`z!N3i z1%}JRwzKY7h=bv-8%KYp$eFL9hmbWm$^Jr;V&lu~Aw|xS%{kD8-DTkuTyQXbI=9Swj>rp^MVJqwkR#Z?iQvE@PfW4X~U{?P*gcM@NV%kHLoEY6T~r4p!6ie`CM z*g@*U#xM1Lq#yKJ3k3fa$U`Z>h*c z@S!Wi^37UwNjMT&1fycI5AcBBgU)1V(`iQ(XoW@7)h$XgId_=≷p8#`46m7LW1< z6h0T>@_T7Gz+5fnx2dx--@S!|FC$sh;H#wo|bU zsV*wfz2&tMq*Vas4{vO_)0-wa1iUnVE!ItvhOYU!j4VC6^n9OQdzb={bDz6*4Svw1%K_=#SmNG+hoc&?<&l;^4ZxKI`ZWBS!;mSlXFsS8VLb&c4O!?+3g;^Z383; z=Y+aTE_+~lkB~l4$j+I*2_$trdQyRtna>5XaQ1X2>vStv^0KX=gJlok_Y|l-f?;Hk z^s$Hc>#xx;vGMmdSX)~AYx`>engPa-QpJUNxdc4Uo5^x5Df9uB9jTs82~-NhEwpa1Dpo^_@qUb^POBBW_Dzs z`=4esUhl;gqC-|zg*0Cm?L#(|DL55kvh?Ru482-YNn;OpPA5((M3|PXsbOKhXIrm> zf*b|l3ea+cqNYFc%#9$^FnlFP7Xa`70>LLZDkl{ zjArY2R`x)&1vJfoIAqootNCv9M^CYcYyj?K{kC$^0%G^Jl6d5@E~9Q2_1^b)jY+RS zRXng$H2jwenL1Q2Ag!F+YukSWVvg{vI`sMb%1PhPs;fZ=RcF`RDb2q)pR^dqmCbWx zG0KnOrgz5@`jd3?-}f+0C0ly^sN(7ngQ@}Mz=c6fZH_z*GX>MyMX&e7l{aH$`+gH< z8x!qaP@&TRn3gKcV$a!X$Lqb^j{mK!Y-Rp58PSnWu}mq}4BQFo7wG)zA%N#UO8i$q zJ=Pd9Y_of3X^)u|wjV%}Oh8a<#`xc@x_RZ$Gqjv3mK}~lr)JB&nMltCz8tfUMYFLM0BUpkU_kQP*qt@DjxOoDG*CN z1IT3La|iY$xklw@98urv;@K9L0D$KUiT>t|fIZct3MWNw_Y~P4q}U(Y>IC6b^4{n# zsyRBsg}B6hDFwsXD|&oAVPEj6uAlX80Bj%qZS82T;KDBwY)RTFJ9k_Y37OVRnoLi>WO(5aMaQNufxoV?* zlG-McDX>hXYOW8jU}ROxoG!aV7&KhUEEfYGh{PeOqdm54hDZ`Bu@P-?xuANsPeG&D z*Mk6a)Cw|eWi3~k z+JBu${x%|a4jt5Gskm9te>Tt$85zAkjpivRg^bbSv7QA6f9*BXRPnq92V!SkZI0f< z1;nG^di8&w%KPP*%z|j_ros3`OH7=2MEfmA3t}`x&X5Jh^TJ}@yCIlp6Rav;clV)Z zw^&J)*AB|Mn3MMSG@_6A^J}R6N&Z)104naw#`K)-Jj25xcFh^ghqt-?~h4( zA}Z8H!bn%C>pG`a)F&CJb>LMTlpt1ptc-I4^;>C!Ai4qYrt=zC}yHasIpimvXI z7eAJNnNReb%B8VD?M2C(1TFNjtDC2?7gP?gfruxK_+VgZVy|l8b%N(u+LoLu&dV)b zFh~Z8Am&MGy?<;4P}i(a97nY-I^wm1!2Xhl% zuxLhW&Ju+c;XM+7kxdunPjZ)}_eoV40{azyG6H^YB7*I{3Th>`R0S_NFa|p2ebpFj zK*gxDbNik#=vJTeOZg*H5=;xV0fmx(Y0NU}6=b;!Kada!jX~K!{pl|Ygwx{7XqBnxSzqw-zcq|jK{&~A z3-FWI%9F(I3Mm#@Q0GaJoU6Po0W1?V~ z!y&0L7KR)xOJhn>d!&xl=|K7t;x00pKnVDlOCxG~5bZ{j0HB4d+hSShId>C%&_nY= ztp7cgitwslH+bp4J)kBNXxCcaegM`9(iWUC(Q_-mo$-gC4u%UJG{=lyX4Y>$k=T~f z@xJft+hB4?A(BBo96YxGmDL1WpVN@v_~#L|6$`|X6PWd|lIQK*90BA;lMff=1-k1U ze+}XqrDG%+)RJUw%hp{n50>o1?4?h;dyXFPmnTjSdMt{-7OD%AwH7Upm9vDI?98E z+nNqWR(}O%d>Zx*mvVlT_a`s0%b!~i$b=(3QchhB2P5%K2YJ{wJjlnflF+8K_+~IE z{~?N2=6+m2uxxw;FMs}HMmFyET{$&l17MDjvfGJTCr&DhrX;>zhk%@>Bh%p;`5}jN6dm6*aRrCwZ$N{WYw%Q+ zz?)?;E1o>zSeqo8POg3&INhit-r`fDi(KkGX(w(8G>M1tq&U-(N({5y7ZWg@tdh5c zEcSro@YF>4kABZU8izG;?k`4PM%pnx;zgSbE8e)Qm?;qh?VX_>2h&Wx?xhR>;P`|) zUt+hQv&zuj*pmGnR}dDegLk_uCYZg1{cwfUZ7A5~2rUo+tNPlT*Ut{*m0%KZR8D)9 z-aG<9mKU2bvcqT;22cKFC_HXXPHaOYwZ35rmT#FiB5Ec(d#*^gJw!=#HNA#TIl3%P z2q%2W>C>k{>^c14$6M)#R=AwXGd%mt4AIwJ_ZxEX*U1z>+z^{;3GFx>$aIX%$#{Q^ zC*_`5`-oY9th@R){KK-0w60cHnHOW;MN8^K#pjk%MT+IuB5x>d00!=?B#v3Uc_e^h zz)H7#B=VFPfky6886X04*%`V@GMqg{c!ALtf%t)=jo7hOq6|s9>Fwv+WtKzpv(gPd z*2J3W;G>_P!DVPiBJ4*YS;x=uSVM~_Hp?^m8zJLYqdi<;qO^_sCwwcC!@9%CE;=1r zMy()CH(T`Kzd*GfnqDXAWh&l`b9&oZcra_4>~Ngg_aF_hd%z6uFV}m@M{o&r0#1v8 zp<)x=_s3^WDHg)lh!xZ8U^v_qGZIipwPqN1JU~g4l%bNMLdVS-{ucDI$3J=c*!QaC zY^}zGFqiy}h|FyAOghr%XDx9SDSI;G1)G~C!{AaiKXrI)LQv9gckLSyTH%H}vZx$h z*yiZz%y6tBuRc|^W~D^nDil@{=$^>4D%GRV%oO_k4i@S?0168gcOx=&Qu1RAaHd8z z=3kT6!cFCx!AhumBnBGXndh=#q4DryU2ZgX`_koEgt!x*S#cNe9@t5~86P0E`KDej z9d=r8la><|jk-IqNRwn6(D96Gmg*_EIoeD6&`dXFlD~#6nIljdTyKi`ndJY1u+5cL z5askrHZPS@RT94xSV;?kICR*ymAU`DnF*5?4JmP zUuc%sE>V?0N5G(ZGV-GmI!u*vnE`3~K=C6!_LRzS9;f)sr#pCiDAbi}vw0!5ZVdQ5 zfax*fSaWVj=wUsGxI8D&!&HWYFTDB`2X5+1yX^`^r%CEMpB#Yil8VT+5JW!m7e zUo``9);uW(22nT3LwI_Y<2v=b>$h{JbJjLOgq3rG(Qx&80Gc$q@6C@HuE{`FGb(6dB9k9A-yH^&l?pAGX%j&?*j$K{ zc}t3dhX^P!(zM;h1k5WVF^T=I?2Jf}8aDAo$f zxq#t>fkBMIKQ*qz?NkefqO`AgLe$j-aLMe8aW;>B(}X`e=m{0`B}o-%A78A?1!zsb+yu>dueopt`yU*&uYrI&Wt zybnQqqgra0SE&HwVge8;YD*!D7h7{4P{@Hs?``Ro&jk*s^d7i`^teBuO+V*172%4) zg1QiKN`Q%y$6%1)ub7%f{mL`4v_9baOc?2C>*m7ym~~NEnw{RvUsU7sjY%pkh(E`ge8*bWRd{I>`naMdE9B2H7Fze0;1q1cfTS+{YenEsmNxV8a?$ zdgWb<2hoZ4wK6xcuWp+NHO}G5K|k1^e+uCH47V7j%O(gH1z zq#ed97JHJ`_6I>hY(o1k9!x*&`tw{3*n2*1+fHD$otV<@JVR5y+0Q<{9hj>|D*s6O zn>84Uj;YsAF^<_K1DtACQN;^Q;xJJivrUYbpEtUb-~=M1+zZil9K|>;CEP}+OIBhm z4RBNVR=o|0x13!L90#cJv8(pQT-bjMA0jhtj6fVJvQwL&rY@iy4%1oAT8}&FGqoxotYDTu%~Q!VS)m2> z$Uyq(e?02qa`2@3g$hai*pMN+;4Mh|ks%oRujD$9@S17|F8;Pl5{!_-!!c9o^|HFp@qtnE16F%rJ+a6n-NX_` z2=sLGQ0_nJ;_H~FEs#kw=KNJOexiZp6(Tn9f+$kVU60U*CGcelJr6BLwpMDpTRI(Y zFseF{Yb2s?xzxsuOtC*UkQ*-h|E=SM-9SipVQw5|#~%43Pn(Pbr63e|B45MYXb)kK zX)pmngLPMt_z*;}Zxjk)Eij4B&CeuthbzyLs^Bmfy@}rX2LiPKgq7>%s6@5kw(|6+2vB=`&M`Do2tj}mBq^Afy5mB9)gxH(f)wjQ-007|BN(#?Gxgt@A1O>U+*uE_SN!;Sfj;MXkW5( z5iN}m?}!$rPoR^>DQZvh`LoD9G9qSG;~K#|g3ihpRW+ICq}etxTt`i0nz3k^k&|w3 zwJI#nm+}|AWcW}Kcnz=VB!5p(cab%I?1Yh1kHq(E?#H}1&}`jT930;kx@U6U*ATQC zzi@>XwgIW0C0@}wN-nVQOdr>5RT1c9vOb@F$BcgRv2dsw;-$hHh^p5wbl9B#M@lwR z-tBc2Bggg&1|VfE#@aM!@*9@d{SN++&}iP+`#MaW#xS44 zrmEOIWtkdCuDOR2aqy?fl1>y>r)M*c79hW8@w<;>GfrKD)W(WBc#nN5Q`jW;{87qn z*Bhk}v&WH}^J(>TrqW?Ubg8zN4?VVTZW}Y&vC1C_pNd~4(n&y?8E@yV$Q#ky*<2_a zKeaZ;;9xMHuseIbGT zo0U$l&(%8y3}t${D$*$ueq)K_8;MdSHu=U-*Q}c3tK!YS%#oyu-XlzumVHR%#!uPE z9FDl-HQ{m}qlT5(&H?wY)!n z%D5ObeBVZLMIwK>ja3ES%GlUs`Dy2N4RuN|wa*ozpmb}rmC-n2!LtEObM}5>B+V?J zd%5fQP8$lq0^8ixsda!=07wxCGKeI1qUTE|qTVGb#US|NMhvr89hHl^Yh3Pp$i}G+ zL|3%O;@nR$KNtD-ouO7pQE?7ov4gRmArp!tT{Nv*2}a1C2pl|u3G939)g42oYXEea z_FQqA$flsXSa?AYFlF0-kok874?=I`1AM z28I5cbZNMuLI(BD9Hj*@s%u>_F4^{i`SAb}C=$q=ew2d4Mkq)hQ)UK2n7`YJ@Z$NcRl?fogplAKww^nfp^MoWDVq!U}BY zAA^?Z#Y_582!mDwPkhm4ttO1oVCe1@Sv4?f+zHtb5`Gi$F&kLu+(*3?2g26@(DVx( z>b?T>KTBCeA=6^VMnMWB%Lm;!#Hk?IW0#4IwkN3mv#aI1I}MiM({Ayd4P5t}5EYBg zQ=67?0%n%>2c_odj_amvq(ts{IP_yNi9XIp;}%2L9rQ2rFz9cjSd9|jTUm1i@xL@R zhIjP-n_qH+9@_%dg8wP7NrnsElMBDcRgurEHFh$_zIH6dC0`caB*0C-H#5H@bxlD< zF}?ux?6{k@*M~IumYg5H&gPc;m9hhaP>uuP@3GQNoc+hz7)T3}E0_C@;MPRS4Hk&@ z;1DLgVkl+HG4rD>u#}uE+`*v^?CE?i*vNC7%D-yQM8vbpatqW-; zg{>hY-Vc{`tpE|@;5eYoh#){-gl+-?tRj>!~%vdr<#eGaE9eO|$u z_}Gm58j;ce@kFr4GyMen#k{f~Y0Z&S1nNu~S=h(nKf4N#az|O8hV2^adu0M z^^ysfU6KAw*L;7vV=VL3_=|hk5ijd6V1OHOqiV$be6yGt`3s2fhwOQ4VTqQ(xy`q7 zr0Zg$j$%MqMX{Nuv&+ubx=>~Q=_?WM(O+#P0?=c*gK(GY37`%%BdreasV*afiUSq* z&Yo5X4y>4&PhOLb6!Du|LF`#Z&m-c>xwoS4o>1POOXjd+GNclpw;QLI)aXq1Y zTkPCmwB?$=(ii?lQ{o5~_I(Qpe%at(**>`X0C+hxPh-?j} z`SX>yIM+bEDj%Wt1Mz`|7yEg#)79uIR!M@LLiS7)n!yZf|IGyl-=F}l>X41H^G_0E zXjR@NzCP=qJ6G^|dZ%MKd_#?$CR9EN!*G8mf48P{4&auA0+z0=o#=OM61GX@&8l^i z;otEw=L_a6(%u!B45i1exyNDgx_F_Iv<~ zxcxWeu>nE%4J~)d*;dU;tUxoZz$}pz1zd`$UmFJE_u- z|IN#JoOZwfA6?d=L`;viBEcSOFwaKB*R2E7fWoN{%t1w#+YrO)ck5O~tW$JFoQk{X zJ756FKKHt~i&rUF(THV(pkKGm*|3eFx>S4V4!9X65qH>q|7X=Pdv5tD}@ya=}chfq01^tFkUL!=A|MChSoI=R-LmCcYuux&Hfx&A=kj z2zdo`aHjR%cLj=13*|3C2_V1lz5EhteV+VaO^G?(=1TJ~)&70Udm5t%i zHa%TRF)*4`)!Y^U1k&fX`g2Pn!>p(BEz)J{P@NaL#fFjFN_KCtFa8dj2T>=5yU(3T zff_#x@ONG(#>|n>HvkFoo-&@5TeSqNP`#jNPM|s}$;0gzUimX6j?Jt@Ov^F@n73na z^K4SZj))1vy)R{1&Ev7ok}8g*C9%>uH=CvO#Q}HQH@VzJamS?UGE_({&E$f-^b!m> zIpR#!SJ|Mr3{d$Y4~=6xL}F;&9b;*kH{9^yRC-69rr99k?}CvR`U);UW!yHJOE^Fq zyKhm$MQZ49usr-O)m;Wv*^7rN(PDVmBs)Dqf)<6OaOS*R0)Fo)@}tZs!Hs zx|@a<0{tE_k4eD8_u|XSl{*tRR*69HcDStGIaU6eq&13LYO{#m_m^-_^Pd@o49>h% z1R=(5aum$QA0H?r$NK)RDx`g`56D#1hc6Y={C}S=NIHXsFV-7b5cGTH z<;ot$Eep5=Kxb%QgHr5RhUmqHX&ts7JvERr3c8P|ibq8B5TJ1kenVCK2+NjadzU~D z1}ibLK}*)9Kz+=h2!R-+Qf5+Q7_}Va|1W?Y#2+OrQLZ_EhOf?$8Q@WbvRH1Lc3ri5 zi|exNyQ($(nN6kbkvUp#ml098LEQ&FI5mFPSas*#bt(f?_U}i-NFZNt>vIr;hhaoW z84**+7pkSY$)e-c0n8UM?LQdl?cys-bKJwC$0_f+F;HRV9vyYdv9Es<&A0VBTf+PT z?hY>y%No$z9S}Te!jPjTZXe|^C+fm#({<09x#i~x;w>4av;iReS!FT*c^#QL^1Ec(9sf?$2D~{e6w%Cy7kMZ z)hZl1N^n~2g{~@}IIZ+O&(SHOgvzfgq%Zq~<7zwkR}M>TewzKc&LhV6CSGc%kak{9 zz$ehxozuik&#H*p$%MBwo+jsoV?8r1(GYOc?67y|O>Hjx%xFTbD@&`ZLV?qb#}D;w z91B62N+0hrJw?$PQ%@mz0&Y(!#MmIVV_r(57nMd}u(7m7*be0e|iWOYwomI2)q2YU;gQ9`%9*4TIW7sfffC`$KJRur{FR3G5D?~x4 zzA#F5!GRr(%?!GqYIwCFbl)n;zs_kA^&%i;z)NP$-la%DbJRV#_B*wpy|h_o#ID30 zX|tJA4$HVc_-xO{HjQm&&Etjyc7_|t;As@0Bi06`LCz%U2@h5AzGF7$+pD(r4Ac?UL%_T_GajMa;8y=MU%=yrFi6FJfd^q};pgAxwwvQ;i~Z=`PyqmTxL*;C}cQ z9CG_kf}Yr<7zqjAWT=B2$Ad)sne~NZI!A-HOr?Y~bLPt%k_;CAexr+1hm-Z=mGY{N zz2GH(egTTzBpnuy-2#nII1l;hr`fFu#Y7?Pi#8I4@amI!L~DF$j^c$zonY6_I~FG) z>?oDwb#!=nIR{;E6Vmd!rL?Bw;v15NpFoi*AQJ^c!;%&T*m|6eMQ~w?i!jx_Pg%$J zp+F*98DeEoIJW0XWvTM_)I#EzSg5M`S+5T&FD(LoE*f<%*MYo(6clvYVg@ULX~&C~x6~y|kTbF?T5`@PgM} zxYP|24;RW$uAO3#vtgS?I7tz3);i)#Z72a6kIp|T2>&zfu*wB?qa0-K{aaHHrmDRu zFWMaX?99RZAmXv>)nb0#L&D1wZptZPnRWa4W04!H_M$DvQPCj;Baoz-Gx$yszO)YF z*-LB;Q4SS1c95pEC{JkktbST4;x)UapZdbL+Ro+OOkbphkM~SS(!O+62{FN)H9uj@ zK=_>^e_l8u))z!~>JKqGfB2X;r5H^aCE|eY>Lm=am7$u~vXh5*B*%Ep9`%77OO)Lq z{8tr~Xe<@Ud+vNa5SBO?%zB|gtO6WgN|%1-q_poBYd+a#>3MhLgo}+&{$&aE_7nkc z2$R(^f4N#mgyS6;p%_)5U_Mo|#X|u!hdWLnWd#6#6M7lqo zsb6;lSDNkh<>W_7y76{lMEV?o@1@WAXn%GDRvkWHPBGz(N8D#x?7f{dbPx#pxhZ6d zbh0J2sqp{^ilT#{@pqwg1R*B+#?x)luSLY~+J*&_aAd}+l5jEcE1gMa4XTS*rr z-$rRJ=c03!uOCUPv+LWrKrV_$_ML_Z2PjJaPFPVbJl{gt`t83s8}&VLhmKl0lB}y7 zRcaY_;Njol7nY2GwPII;13y^7BL~1jtIut&Du>#2u#@OSm>36^j~Iv!{63Q|04BH1;ea_lM} zJkgoMmpR>?l!S7i{(hJrf5&Kj9^V&{`5QzlthwY27Nh`sI$>03(3zX{PQxaDg3Lkw^ypSG!rX?Fh8;6NCUkSDasK()M}o)#(Zz)4CfPO{d$y z#tP|n%PWg;bs1hJrEW27Yb&4Pwqw*&QyzjUR_{DgwHyG8lNO|WM3bj{bx$g^;8kfF zs%%%Q6D1&pZ`1MxR!!rW{V&l({G9O-%a`}BRz$(K0xpTTY7nW>32B2pjq(8~TyS#+ zEyyTAb6IS(rbr#HyUS&xkC*g0b$DvK=Wz_7kqD#V4Bk-MBhP=@*uImGN(!G~$vvOT zt8E0TS#x66ATKG6_xn;+)Oa(!Nib1Q09{sTOb6tP6YbeXBq8yxuqPC5O02WA2-{}C zKZ{+iI=VB`Q=n-G0a2=me#iHq%Jcw{_6WMHnZmMDLQOX^90RBN@F0-T;zn6V45{+7 z2HU}Z{R8J=(RW=vIu`MGf7g%{*sVnE9ev`&{+bK{@DF?{|_s`s!67A z5!-x3Op)GfT7BnT>TNUYS?0%bAwCscvtr426kk)JwZ9M7oCFseSLR60mQNJaG|FB! zw=E_dyqLMP0uD6JASP)Re&V>nw;TwO&5Wix)~<;kyhF-v0y79b<-H#fHEhhHyNE6m z?CN|6yS39Cs_08>o{XG5!4c_J{PzSh+ZA)QL$2iI71^=`ADCix0?W&7`Had=w$L=T zUMl}_7f>wvhj*tP8J#C-wv` zkrnI+jC1UR?|s=7e=nh2Qhw;4gaSTP2E*2jC zceId`v{|Yw9Iz8I2biO|;USM`Z_+6otT;=2)%2QiUyw)LesAS9qexkQhK0*FR%Ji5 zJ8g2@QMP2qW@Qg+id;_DlYfwTU0tv}3(ioFkMdD*yZ^s20(l2T^BgNQAa*cBm z2#g90kw6m(K9s!3apF6?j3{k{1fKAwO=@SkpQyGe$z4cRIahSzR4N{ggfl#dxd<9u zNJd>|y+xkq<6{NVfCUv*6c?>@a4$@Szh1{h#nGL67<8i`%tYO?4Wq~O8ha==3u5sV^P(3n0-Vh9z>%?VaRXa_icRW-xV*q(W# zYp=zSE@8XA!7PIkq7uv=9!cTumNhjAQOYUOn9YQYTbD!{^8ed- z*tvCywa-6r=B(*FFSe44$B}9fmUy7V#uF=G>{2J%h8-)Nj^^=3uh7tSX`TIJ3ex*8JpUqQ=d1$n&7ZAv!jO9=pfhI7ri96%~S zR%QqlL++3m z)px&j@g~WeGiJ-p44}IixP^EAsXU@d&KPJGA+v$MeGx#ES(ijO8X-%h9hmf;`+b4?` zKGcFJYss!D9_bTjw0Ki~gDzEHddb*`%H5SGc;Diyi0i&ij~#Ig)X4TN$^#FBi+M(< zQ|KSXY~JwJ3p!J*%p}owQ!~YY4$>>u@e1%?wv}^wh#Y!l)D={dv*?b1*BIom=pv($ zq{^>){^?^`456&RQDOm&TaD*xpgyW%E$hoKUGE*`*Zlo%+kGTI~0+;a?H-n|w>Cf}aT0bU_? zw1ddKT0>0;k#a1*zYlHh8y2YTmeMbttyK*)eEA6*+fOC*{9|$9Bc&8>DBZh3F??D3 z{$`TO3KUmJ*G~=bH0t7D9$U7MB3t(D3~LztDM+t+k=i?(Dw~dnMQ?r7J^voEV<9Di zlGPdrj+e~JNw-KzzikAYlw7El|N<&!7!xm6OzDsancCfMwO`fTJAfoVgjXJy7lZES^ zo-QynQZWGI1Dw5xIZ3}<_Rz@S&MvNc8UcQ7Bo>?sch_IFpS-VDFkdEpz2V1@m+d{U z)TUKA%T>m2$LjQY*VJ4HF+2{vYZDc-OoCIQ=%F{|g~(v`##1IOSJ1dXJXM5* zvNVe@m@kJ6pXtcP$gqe;(`6G1(LVTKfrU?U^cm(nY7hDCTMPVGX-_N_PERaP2;V%F zx4-G|zu9s>q{e;@QV2=?!nGUmFi{}7Ft0!L)tz@MF((})Kf#viea!9jpRo{P36&E! z+fmrQ_5K9Nr8WENeD#J~ruPT%5h&P#3lU7K-E8DFyEsN&3ayaVnDZifQa+bs-()@0 z9zagJWRd>&N$4)#-7o)#MzWdsP)2&24(B%TO+3w_UPNKaI|0Ab&HS`XbvjNj4!{J% zyRz$~-fCz4d-i4Acq4M_kCc?DkD6mjMHx76LzHUl=Z)i_ReLEQO^=+`Ik`m0xbIut z7B;(7*7JE;UTIjh;q?N%rEANWi)GPlyGi5290T+ad#$9&VUmISoYox4%8J-Yk>?oc zIiG*fb9ORB4MS%sv$XzR*q->4KE+zus#i6kCdG^1^h(zD<&?vYf>vWX&yldmmm|_Z z8G6x2RU1D6kR(OHrVq*q)Ph;`5Cd&44ub^zW-Vc9=NQI*%pVvA>(!=t*CO@M z*3`wcb9C60k}$-qdN?0SmOJ9o7h|x$SM?|9e*=kCB$FR8UPTgU!&yr|drPXqOpg(` z(MUP%8K0m227{JAQXb78`a-N&t9+AnTlp%|8xg65ecH6x?H+93?I=vhMLx4p?mEyF?#u$f#OCPONlv5Rpx zPIN^=mqqJFslsho<8cmL%s4(194r%%z+*}fer{4ZT%F4&`h5V{lU!taswZ5X&tR}uw1Q9H-&m582;;Wb-GAO zh|t1q%H6>GYicz05o}!Y4@qJt@-En`D3X;?wEs;eFi$gM9Pgug>iA0igK9y%=XB68 z=@7Be-d#NhMmkk6HX)fVbobN?SVKI5<&5(hXJ)|-?!lX)_DdAw*Twc$-(9KBOSl`> z6>MWZT6++Ddn=4w3%xPs*3-t3f7{KNI<0_xb6KR3!I|JO_sK6iyGvL5Q4c4I+ih!8VjK>?^3l7-MBIukNwt<)^ zH&iX>XNFcoAB24nz`o@ zVmBP$NwtYi+@CUn=up5n!8z6Z-8iKhq>Ru1mbDO}h;^SPMUQY(Od}P|$SxZMWFyq@ z=))mt9dcgKYaN)c0xivT`;|c`Ya8XJ6Jrp4x_1}CMB=R%ptgH#9H?3LB zN^8n4RB&H82Aqv&JT90Vh(5Q9basoQWydAh#nFV1d%bl#x_{N8IG?_$+5dmqN|X&x%5+~wHKpi968r$oQHF*wq8n@1VToKlyW`? zXd9s!89S~{CQ{=yY0@X7DlCy6%O)BISq9(H)6k8?(@ba0oYWCM!^CD(b+Z}>GwZ23 zR*%OJ8rY27w%>McJ@Z#f<0Q0zFO<@v*WU|Tb-L(?#>g22?(o%Fp*^~k>&-M^u%8ZG zG22kK(eSebYq}xY_CeT?1NRedpRX9dFeYk0YEG;EFR}yebTgmWc23T{C}~oOV?1Qs z1w)?%rQ)6sRe`sUuO;MSIS20&=H=@=ks$y3RzRu--p^dXUnt`}QS$;+CaE$!RPHsy zC96WM2E1?M_pLDrNJ6fhy!B!r8~ax`B8f6L^F5~NhjCINXYvtXAcw9C#T(Yxlc=w) zBGc?8Dpjektvimp@=OcwD6Ms$BmmH>p8gqb&#|5x%UExCgyT=;QSgi(k2e6haAV?t z^30G`v9xLkLfh2kD}wqR;I4_B2U-0PS?d(lCtV=3t;rXEfG#w(B zU%BI~cp?&ccbo-Kq^EGSB!O*vnZ_ZqwQxrMS`+#;(Q+k+YDUhTPhuGYxtf^$xAXxuWOCq+UY`=Rx<%((R_M-22^ac zI@%MNph}CJY4nL0Z>e|y%^&;bYIRFnFE3oxXH4oC3!pUPuJ0q&&0*mFn{hxfs%p@1GN0&=Cfp`v+TZMI2A?<9=>p<4)L~fG z?rQ;8)6{$dw153>+AgyMWqA`JSjC=8n8#|#IlM?~o4W;1WoJR#G-g3Q25oL7LN2Ms zT!`wG3x|dIU8ueK2T6Uqz>0h@Tct1=Mi2EyjVl>z^9aaS1YY|X-jeR*2*|ko)~XsL zaxaX*h+SwkQA*=ku8588TB@!>AaL>C%0AJ_KU0*F#n1gVG0avx%1JnA$B@EeLPNPq zvawOg=e2gt4RQ}PjEKQ-shJ%in_^fNGHM{T0+Nz(pjOEQ5#dTQ8G~!+5ulmip3tc7);@2>kp&fBrbR6a!nc=e#a&?BLJ(*9m$rFrn z&+AO6|3M(p+^dJ($H^_wo$;;Zj@&jPLrALyxp;)04!zpBNTF53{Pp->+&v?U4^Kfns6mV&QUP(bI zxuWI8Max*;NArgf@7nI16x9)Wh@l`Eschxn`_G#vG+OA{q%K>to;W1Q;EH>x|SNLx9-kVc~Lz{ z9U5$UY|tRj1^&15D17;A!3Xxo#;0cEWFeDAGYFjsl3ej|-Z^HW{W^epyiwOH8qt+P z&hPH>m5}GBt$x!!@ZnfjN}=z$%jcBj$QBe^fLo~s_oCb=p*34Om5Hs(U#_AeXxr0( zt?iKGhPHj7`b8F&7rCE*@j60_Q&pmu=T1pTyge zmiaptW9YpVE1V>TQp>U53Tbh?vxdq_Xz|>KIEOV>u>V_9J$GG)X@p+VG6iE5ID6mf zKi0Xr3I3F!638fJ&(&K3Dq!Xgn4uopX6FIhTV%GqY{9-@HS@VzpTUa(x?8!;C`|CH z9iiRT0~zdt?w}Y(|5XDpxMlfMB3Z4i*pR&_O7v1h`==%o7pdt08I)fbjL!`g4ypef zCj9dRJf^^SeRJUo={A>Ni+*#A%<5plcC=#!kbLZtziZD$g&5=Cog!1L(F0g|%gqMF zw7TA$cWei_BQw79DTmr-h{4NGXbJmQ<6IvCvYsiyia`3iRQx=}gg!Hm_48sfHwu>u z;?(ULJDO7cn;mmW=nXsh)oCO$LDKDlk6Pv*ODZz9=?)dSl&W9V5Rq?LEN=He=*=Cs zp13o!C%sVqa=Y9ziJQvx`^vW8krU~)V55PO@b>U&BpL&xPP@5^X!WBs@y4rqqcBPy z$rMi66-OyDVmb;ZMd&6|Z%83aK{x7>eYInaa(Y z^O*!HIQi|^7c4-QGg+`MG?`_I+KP~Yj%;Gs>$U7tPvi2{oJ5hf6OHNBEE@X`bK+s9 z1;md0i}a@Uv48}JmU%^CRvj%!_}MZrQ}hZPD-LRXA33;EZ8(&agi>X6nXzfOz!`9< z?^9B$4z0?16{=qDeR$0Jo>ROZ-hQrWqRqa!l|GeOL&HNhHq@hhQl&U4BU83TZXCbs|xHx5aSct@&-4-5Ehp3uRXBH0quj=C2?erbdG*cL1l3w9{HqQGwn zp(g?cufgCTAFJoBa|bf9wvH(@+c2tyQ?^mwhE`?+c3y=-@r_qa!+8$(0Q11MD%4Je zJ-Mv|U9=2Msw`|526P_2pts+VbEHqw;Mvxl;Cq8DoJ7D7rnwCjn z`iJyJdOAx5wdkGJV$wBFZg3G7+P{I8+shw5m5sqnAjQrP%_650`)fZoXU436p;rmW z8yQN^{wkN?M@y@xkL_DM$^bCVR!9O)bG_IESstN`3EZ6OiPHY|))KWFm>lnm%{eMi z+^i)#*XvJxXHl?X6g=&pav`Agc;?|lHu^?29V!3LqqL%dXA@CgUD7H{sgpiY25 zhTIBs*aS`|h^iaC`g|Lfyk&SZ%8dnNrs9o4D@>{G)!YHZ9;cqM!hJ;m$P_E~J6QA= zyuD)K%IIAjem>g)ZEG=nrgvn#l!LaDW=tiD?qZN!o6{vhi+4|aNbYl67onv^1yENQ zwCgyPES-QRo{F*mR`I@VdMb2Gp%J3iK1wXVV?gGUADmyzTvDIBRsYIshy!+rhE7!1 zR5i-+zPA8ay1H|XGKQDjkh7MeUim_%la*NsB(8bd!8An~&wTK^>4zIn(6MV}U|%YG zBuN#m1T%0^_WA(snuXZvyJ?DBLnb-J#OzOT3T%UIMtIj_!30}k1x)E zJ7I4l@fWkQL@ESwtX`@@FcnvcB%uSDSFi)e4OTR!G> z4q$)9k`XwXNRgZSU9$|JE#Dmzv!5z&jS0nfa6S_NUTa@UXVl_q{lTt%hu~4 zY)3(auwHiR`^?`c1^A1=a>IaXGtz5jAAzJOZqCm3gPMrO3XUbU_n-1VT{QpVMDjo5 zWD?Oof+klsj2dl8-FjD(;*D4s+jQq@E{SKxNRPk)O;IE-1yrTSb)h5{;09K&Fqb$}0U9lI6Mc~SqrYSgzi`Oo4xpT# z^Z0dxr#w=brR9A}sXT8^+s}Dq0NS)Ce2GRjXbVd|SnSpC2!b|XrKQSOuwh#7@#jJi zL0a6hEUUF6JqWKI%VxLR`sB^Flg~@Wu*MaG`VF|t%*9yk+z$bh1PT6kyAd)_yO^mgTgZUO05`)umo1Rb9 zmcOl$b+1J4TuzZ>XSoMX!hVpuK&olFsHg4HpwWemy>i+-7cVJc&k7GmTv#R|b}T-S z!@Uw~8*UbCPK-jtzVP#w@cf6CSyG= zMDeLLJFobB0&X4uw|~XauCYs2wmQ+hRiW;lOmI zeK-hM>A4?6yc?Ai7s(up8m?nAFp~cpFtdjOzBxv7%Zy%ru6Yesn3`H;a(uPtG$cdR z!F0r?rJj&)QPt=5eYdZ6Q>SX-g4+hXx_Tp%Brl#whOEi2&*uH>kgu+rlgFq|l{;6d zrTuNNM)=uN`2Qsa+wylhyWI@q z%(b%*g&#gq27ww4;!Sz zYL^%}qm6~Zf34IMQP8)&cI@b`WoV`IqQ3N*Gp9Z5OV1J?YX~T~;9wO*+{vaQOP_I% z^Q={B(r_o}vFnh@vX{WA+s3^h-3ViMklUhctX-o#{uTj8~9SFp$Y!nQR4^d9gPZFp|VuT(j zN5#t3t>tQ%_;AjZ(}rv#6bSk427#X#RCzR7QK&*s12A3P$HXEHfeb}eN&rvZC;D@c|~ zE8vb~P*-lds#Ua*y^v4c8kz%Y*cfVG=Y9B>Xb1?bS!&<+631^zhQt5PF>_;GGaz7M zK$NCIu~hvh?(F0wb0(s!Lf;JZ1+)CtW>klIZwyfJVg5GYF1E8Tp3r*nmw!%jb8w0b zTxy)Fi^t~t7QhJy)_%|h@&0_~(usL1inYr+cPh<=8|M zo)g?#(gJony(qzP#PyHizxdURdTK&4meVCM1EA;3CNMs6PwYW~g~b&RO4s(5>{{~t zF!8f4de~)9?Mcign6OWrqxBg5&}XAo?GxON`(`e_e=*90PH&qmzF9Ia`FtDUz%Na?k~po zh&oNC`!6*kLumkfD3eEgo=bw436byYCrWRkcYN?q?Dae)EOSROPbR7ff#q1B6fXD2 z%&I>bHDYqFRtTu1Z4& z+n5^KS=yNssMxzY*%{iJ+PN^&GtmAo5Ez;4{|6E%+1tAi2nzxsXv{@qZX9I7--4E2 z0}kuCGr;~|OMrl&03bm?0AdEKeWP58te%ZN11RmUJM0;sVEJUJ9D8^p6nv4H;}z@j z`=)s722C+3>Yqkf7zND!$mvt(iCIA~BxE{XN%8dh5EdPOE-MzJ?dbU@ry2YLBE#BQu0UmUtvnCDj6SO%;uQtAa=ud6L6-?u(P+nTUM(rWG))JGQ z19j}16Nfy_YIob2W1Dd9^dh{>#q~_KFz2&kFA|YUaRP$Lofm=g2>-!?&TV61odZmx z;2Yygr*Zo~EinXz_Wd6zzyTR>!5|I7Bmhl;K>(>h5Zig^H!K1V^+L!nVHD3la zh?+iCD4xp!1u)+0khnNwqZDw>K6Wm;f=2g(6^oD1t-p#15LZYuU5{Wa1nuC5(c_!y z6Too$=>v?$;H*Kq&HLCD76V@}-!`k6Gk>NOMBTO0;3>8AiYtr(t_&|gByPZ+3b_HM z3~Z=BJYc`%SHQ~ z)RY_hSEZC@2QkdAx1Dx>X+4JKn*W54y0&*qyqEN=&RK6U!jco3a9?-hc*2iyJDfGR zE@d6N8)457$fv^;{c#sG!XP*;bYn}^!CH!=SSJqSebj2rr`W;R^*yn@_7F5M@kZ#(qgi$w7)tVlX%f=LLM#6ua{3tUo*ghq5=;HEy-UA-dq|q@!Rj^fGiB9UxAY`D&^x zmtEKj12+4m{InA=CBJD?SG4R8_>8*CPBcx+gtJKZpF}_N6x=UtB6DM%U@_`R&1Yl_ z$%OSs;ukn>H{HxyBc!@;ISHuqdZb&76&6Rr`T6+xHusR8hfqv z&b&ag{XL>6k_BFw)tBh`Muhoq?!(Mx{aq-MU3RB5+=&+cb^yNlbwt>LouXV)eRVXE zt#sR|R5d_?U`*OP4bT^2QM!xb7nAdKSRcoaQ-r1bLtPO-cfzfI4P_HVs4Ivf({@=l z9ST7+fs3Rd@(XL?R5{ld5r*A74K&}jX)KJ$3mb7K`AiTWs7P)*%`OL~5gwH{Y%Q>u z;+|TUPpY?YTCv>@0cAiJv4?}j+p39KNU2oqS0bS12N7dM7e}L{Uwo^v1+kIcx8$B$ zJ*G0!`)oSVF1^z@?3kgD2ts#RN<1=-Q|w%TQaCt@$7PEqb{6hw-G~Lsw?=h7S1ae9 z>`^Y6zh1kR4MtzHrL-kZ;$S9?pzv;wjVc;5m87nw7~~z1(3O8Y>h2(8z8*WfYV>A$ z%z@PV;7NwPm`*TF4AQXtF~Qw91$gOEqy4`B3ILkkfE>{yW%pu0J+>%-@D>v6hfdHu zlWK~Ft8o2cw`qidc7dNdLfNM8OMcGAHOuo9cd9WC{imTdF&$@go2-5_=Ol`r5N09C?E zG#@QZsy4mnh_$N)OH7(OkQ;x^seU@H~6^A?zawPl=x5oJ}$&h5DV!5D~l(Ekw>+>QlBuBc2`)Z9E6Hkuv z`)xYuB2lD5X#$KZD=||uIRt&sv6H+;X)m^*-!$`P%wi!~mg~GpW^9$d<~jz%3L~Z; zuFPE?$TLnIM$OC^*!&rZlbO?WHN{ao(ompfgY$Cprhl1ImH$q2?AvLRfPmM z=c}SNJ-lir-Nc&RNT+qkbc-qd-PJkZ&)%1gM--?Y76ZoUWa-K5dCvi>Wz5^wrvdWF z?I_;|QqG=#{Y$~sfcvtRU*iIQd8b&4&4kt zc$A&Sds$(y$xaZ9F3#{Yg&c%GSVS?4ApQ0x4@$CLvtwh8Rt419cLD#1^?jHMx3H9ne~%Znhbw>S(ESo6I{oVV6GZeB3R)lGwyp##>l zdki{Ep1zr46vJcLKqJazf$?}MJSYgo1#9lP5kK$7RKi}yEWhQOhH3(?-sEewIY9IW zKhF0AH%*b|3VFVGiQ*Oq=qrkCH>7@8V9Pg&$7}ZAMIP9hcIm%~D(oTe$b(&AlXUUx z5=Q<3B%0(FqT2+f=Ek%&obDvA;w zb0<~w6kkMK9A96XNeGD_QykAmppOG~>8u<71(3Io-b{+{Sgl-QQ1mRIxTy=cbX9>d z&mJ_zd})bvZnmGb!XN~pF-45V&Os)?vSB^FGm(bNtEBUM;adQlJ$Ln=kk;-)=3O!; ztZ=w((k@SsQ=`~s-kmjp4V;>FtZpG$z~K@8kw?z!@xT|80M96(I%IUujp?6;0THiL zMyfWSSCt@!GV0>&O#v63J6|f7gC+uZ%V%$6ULSuA2+pvQx@d!BSi)^W7_v7tqw4|v zYfFZ$3k{@nSQJgnVU1>!9pxaRwtu;_gkWLVS7OBnmPI!31k40CV6r+~-7`hJhc5bL z=$oL_McYpj6ToNrQwrfuP7q;xDR~%Em9XqvjKxv0+N>Zp8Z1a!j(sieO*l4B9>k*s z$Q$UD>mf*H`*EuDd5(1AMP|`qsP{INXwG+5Sk$5VQ~1Tcjsxh(N4_eVk##V3UizG* z^aAESG*c{sMT1~LlP4g9^j5c8vkQVn(6TPT$CmWGg(>;v>MqwCA2Ke+{W488cl zqb1ID@J1OLu-3iDQ&8#bVCRqb?Y<-{=&3v~A*P0i29p2Iw>m z)~|1=?|grL7aPpl=s}ffM^WvsCns007SWNkj%UqoK!CG&X%CFS`6Xuz7(rBQVrN^4 z=5Qraw0psz*kRAe@FFSRKZEfP{eibF7}x&rYB}Zo?TG6;ZlCu+$8=n6sOQe^*y~~I zGk;vXiCtjHb%9H&lE0KqPw{2dtuLatFgueg>`n4h0slxxQs?%)H~_hz!IZ`e21%Yf zf*n2^z9*Yp;3hHj_CKM>q&}bbR3M*>HHx54G?a`L@A}{TETJB9s82eqk4`Sh@LO_E zIici<*xH%$mMxOuBz&5NvWCLR5AgOr!g9Dy<@x27fGmt0?OZvtqAvMHA22r_6>scK_hE;d6cehGXd61nU<_T3qY zxK;PeZ%M{Bx&mLic25uW4k<2Abe-sdNgue*H_Wk!X4ZhgY~8zAJkkwurd4C3C@LaC zp_<0PkExI4I?B{q4p&OFZ~Rnu%vZhmVHvH(c@ei|ldnd_&3vIwQyJ?Imfx5Z!PIKeEno02tN0Is1KXy4 zG$~UTi9o>YIqNp~P5<#@@R$m1uAAI8L);=A!}z?0W*%cOze- zfNhW9Vt2kmQfC=FP%dj&-@gZ$JYkIL;t0yDb^n8lW%_vS$Y8$!+t*xd=ZDJr_{iI= zPG}0pOZxTdpqGM{spjW{(f0ZqhgJGB(x-#j9>1MBk++jDG$`9nAa-{Rmm{28>`qsY zzrD%MsgrG=prTRCZG%w?vp`Do@Lu%03~a`pu$v$8`cP(y&pdv{`$yaR{QWQ>M@R|&- zQ3vxRnFvN)FW*Y#Aqlbe3)=A~D_6TkU3k2=Ov}MuRhfhPsD%y5921@4C%)W}4m5nd zqlx;H4RD67OdmXb5~GHVk_dOdc~VM#8npX^B6issHRWWb*tYD)(o*Komzib81`5D$ z1l7$X@ng3tE&^dH2uvdLm(_4a)Q!t&mWQqrRpr-iY0@(p6WC@WlMmOZ6c#1@jpn9? z3nkkK5mC7BD4uAhcvP&E?yhO0B2blYEOogE|aP5`+!iy`GPkN`5We%lWVM@2V z`)M_eVQK zj259#B)AO2wsZ)(DfQ@ApkH>|bzQ6Hm1Br=ddpPxnM6WA=tci|+N>uzX3P{v!slt~ zp3V!4KwCM;1YfQ9W9T`us;V4betg}_7_TUciR@Ax+1Rm>sl#au67#-}sYS%;7~%ACJ;4Ph{2MK*2B~r)sy*H?S*heR=}ZW9p9Cq+OrQ(e zu*OA9p~)8#ji9 z=<&{E(hfh$o@oNutuZ0qt)9V}BEW8=T&e->;f87ju&@!g@EjeZ6a#QHXe(SRN{{bC zjCKza7cV~fb?jFa&_C1?zF8<^I!*=}`8xHc)C8@cTkXzimt+6qI(O64jTXV#c?qYr zeZCI~S*XOAcCmqeofOQ2%d|q1M(mp`p=IXp-m()Pr@|*j>EjO6<}{Lb@b-b3%qG_B z!R5LE3ARn@Gb(qn+B&bM@muHQ37Z+uaLjZ{Ix!NcS_|4i#`L{TzL>MV`jSYK09D=v zP8UU{E<52McH4q0jkp3)c|{|T%kv5rZFz}Wy&AKRAX%~YNkLWDrgr%@#>QV zJt6H0zGBKJ&m5&pi z0EAEgp_#;7hs9RIAPKa*c|@Hrzm;;9G5RfQ8hT#ievn&k4NL^rm*0|S=exq0mMhPQ zbtDrL)U+P6N)1&5pf+3I4v+dZwlr?RmTt$k?0bv0jSEO_uNb|RCA_4&X+6KQyGvY+ zyLk3`3Is_^yjAXdX$twe1)b_>eJF<;8dP8Z+~@+Gx1JaTQ@FFQnL)E+Ic(fFdkGU;b?a(ym?IouO)AE+|8JQ!7MQrg<-oM5q8iFL1+H zZa_3-RwwW#uK!4Z%IzP=lJMgBGNMo$e=I?x!i42HawpJvd^3G|_Mip|KlRGpQRFaE#U{{*1oov;=3HIf0`>oAYn5wThfdNUBgfOTsOS;xi)r2X* ze_6SPpzzPddKG(C06&NaS}ozJ z(~g~Wo{frQjT*G?7e~t_omV`3X@bm2EIS#2rG;(+vQRJ!;1}nCF4guBA8shY&#mix zYj{oWfo&RNk(E6LTi|%7#WfI0KKp?$Vn~JWhJUc@GGq;5pWRy-&Le4i^t0HCdQ`W-|MJH}dca~O z+%_Ac>&L_Rh39MRmPR9f>4ebYRfU4FM+i?{GualKtBh(pg6gWshIj1vxpb{h_(>W= zuAw#`=FSrpDLdiZ3oj-Xkdpnn=4f z_YX*Zg#A`WJ20z(6w~>OPE)l}uEKf1xl~&}dAuLc80azBbei#t_*qETSnT)X&m4l zBG|YLwJKFn7VRPA2g0R!b9D>VuXHp_LhLS7$5EP*w+`18k){K4H%^@b2Nb#&o7;^P z5FhG?M^VeX*q+usz0c-$mvJgqu0@E!Ff)JUer(0-b|HWC#5><2K%;5sBHHO&!8s(W zWvEf7(JnL?;hj~P9VdPJ`)d7SwX^d~##5YXX$+2N7po9tuH$!DviI7!K^eS> zU32J@GIzr6{vh9^l|KK$8m}W;0*~xey_4{sGCz7&Sb`7GF*`M(p9FOb_ZWi9T1 z5N0~E?mzoyOywp! zAF9x+UNbw`h`9oRkR?5@dHk$OdkyBiPb7tV3^i4>m*!+sYCRuU^gQ@#UEUquFhrkhk1a`rC7FxqaBm zIX7LY3}lLYzVa0;KJjG($(tUmMSr@iIAvGr&W=wuj{UfoUyv_aeUmbg651pYW#2b0 z`gQAoSu;Wv8rf{BBP{-nptT`|q2q&KfhDu2J3!30doY~-O`vub(s~O1Kr<1VT-RgM zU~fzCt5m6$G=(0+XJ11s(rATJ7wWNWx&RnVkivOEGpQ1gKWw~8>1xdMN#Z`U<~6Bm z_*kA1nRe_bAie(qls&H?)DaPEkk@+_ve{EewBP=69W+GM#o(|Ytg<(GmyBPR>WAD^ z9|4(u;I>P|XP~Di5&M?Agt(-_nVK9%g1t@7b53fKd`iE7T3-?IhKl0-B1}M?;n2C} zs*|*|YtTvDhlSZNP6K7~ev@tY#-eaM8K!J2CQ^?Woa`mw6O)PnDRq9@zst15AD+cY zs=jbLv#)0gT@U-;?)s|RXfZCtL*eM#q{(fb6h#7f?4#b*k4;J2{+Gtb#Up9fWICIm z`B$Qn+7z^AF#x{C=^J$!?^=rJxrh(Dafq}?YVqofSvH9KaU|5pXi@#r5;y8#!T80J zZU$YGIH*;_^i%bUSj1MK3{(M;RwNBXIHXs?hsig%U!D_ zyExI7CxrjY%Hj0ZyOQfq8adcGFV9#^O}afuR}vXpY-OE1E79XWUzG=#w+uF>YhE(9 z6zB7=ogOAsgFRf=UQB{wZQk$|+x^9}gK&#>D4LL_+85frzLG2y=FoVTusCyWvCAjl z(JsR%+eej!U1bo=;xNk(hxO2CZIs3yjXxYy>2wt3MD7gzBvI*jK~9!}6WEepNz8;P2x0=VE{dThT>0gf-7!-&K&|wjY#dZRsG9%NQyNVj-U5oFp&Tm}x9(o0_9(+= zeZ&4dU#c%oiAlayZF(B=zcs1W5N8@`hVZ~GX2}b>K;B%(g+~PcV{U7N>|dFN((x#R zHSpDWWK$= zmiP3u-{gXGsE8hh?@Ia>fC1pDou=9a9!eL>w20wx!qdazzR0^nQR6r} zFig0*ya6wtOCVF@Yho=pXva@Ix_q#_es_s9OfEr#O9umWK4XnCa4{1R*DcDGc*ES9 zuo)}uIHio7Qqwxj2z7NToGv2r5kTp&Uc{HjeM1f_T+DR&PyMcf&3)aySq6Y-#tMK7 zRFh5-Vo~$3@5dptAF1~+E9|}JCyc4p?*WQj1io^~ zK0gn4LOE&Ccp!ArF1ZLWgr#PyE{yd-!L8tRx`?rO*))Yp`*I_0e5qGt6|oOH^73<~ z`^R+*)%Po_3eEsPl(=Q^7ML3I!tZ~h_o7CE(U5q4-f%1Gj5I-+>_-#nWD>~i$$v-R)D>t}q z#dw0wCea@=lWJYC7Oy~cyve8wglo7@$t{68exFDI!<*Ru;HF5G`Pk(YAKO)uK!ve# z5(-THMynWi;Q^a5H#3dHS~xO}ibN}CegZ7(LT8epRyg>5HQ%Y!aw+aD_`;iVVssdG z_LBeg!d{CcEXPLiH0LefW~*{W-%|Km1Ir_SgsVR`ejMK zE)7!`cIeKs8lMiiLus0wsUd{$1FA851+<&(#k1HB)Q0 zFPJJGiL%zkG`jZ1jtvxoc3ym{W&gOvsi`Q#+_gNQXEhySKo)qM!6bI$NWhI^3l^l{ z_7t18u>2?TkgPYDL@V+mL@@H`NM*a|%v`}Nnfaw?S-d_T!k;L4SuHs2eN1Q_QQNe3 z5WNcjQg2Tv88H3@FmrPX`^efgi-~b!io&cp>E6$c+NZ! zM9||yFxw(2E|j&SIbzBFER%ersP=PRcHU!irpi`?*uea{&cDHuaR$V&Uo`;)?ldZ4 zCf%+6sn_*_z}0jVQ;i<~y1R2hRJa+9>A+9A)$m)afjl$aKx7M7)qr7_#g)K?7?cdr z!2*t>2$=)x@>3vNCl6O5vUG2*t{W3(n&)%NSWmI*{n6s_*zVqsC%SNHFUkzR!_1)s-9ob*zXBLj5VU+0@^KgHOLYf0Sw)yFC@+P6n*k+rYh9P() z1<%azf*4{w5p<(2&y?T6B|ud82$q4%k9vkvjhXMMrTFc^*;qTfmv(dOI^iO`u#;vI zY+R--`%oHlfG-@-DdtUz-Mhi$o5gd^nRqJU4B9g7y<3XlF8zoW{Q^j9$Q)v6RdG-*c zM=+fJz#J65zz`j=|-7nugtHCq3sjm%rOG3Nt;|f2F_}U zp4Eh;Yge37%GDA|d&^}Ji1Jb9K=MC_CPRU%ReD&BD#IgRYUpb zx$u42#}KmW!18YyOZCk$4urgQOM6Y11dX zcl_l>um|v>IhK0_g2W}3kjd0kYvlv81uXJN8vqbSk0n`G_9v3D{+ew6Oc~-a$?R;V zI6N*lB5qJC#w)Aj6e4*NZOG9R{>K;?vLyZ977!w!x6>>W$75<`B$uy*IOC@`WE(+8 zK&EQFqc|E)Q8tn{SEU~@-%sI~G?`|Y%*X)$b}l^01%#Q!V~8o*LM#0Bw@CU8s<@WA z$)+~+WAy;baylBtOpryK(0nM&l)hGAf+9!RYWHxlzfS2%5KaDuzftn=4oAADx+Yt&Ru@WTcL8vDbH7C>f{VyZloXdvEinWNhZBu z&K+;2!53xg_{u6GJw^!PL!43#dpfLstEi@rx=f_y_0uyM900&NTm-V6B63{r<#hCA z;5}P~b1hgOQ)0n7+@WgTH*o&8k3^FB7RR~tpPz$dtsTcEQWYbHE z@5?(JQ}H%wdk}cc>ko3-%CTKiA-!pa?O;rg2X!RYnj8yVCp_XXTAZ0CMH!EP{42sJ zV*E!e5|Ye_fY^BEEI}IUqJ@pBiTxWcN*jGFSl0XU1OCINLj-|Sg{P-mF`QXD&9T*; zR9cww-E*o1^WBz6OPR6DmOy%@aA-LvT%ICqJeNC$AbzxYBLk5T_Rae z;|8S_SHc+;eRFjrs=QbytWrGW0b+#jWUSw_I@z3Q8^^U28aa_h2{@*Ly z9Qs)1`J=I7(WY>QGYzEQiH2$}+lF940hNV66*++HIlRnCwjnGRQ`zsiNlt8wm$E5= zHnv6s_WR=_0yp&ZTPg$UI)}>#xIay+ zS3jwH$An(;Mf(kJ9mo7eNTnRKy?#(t@n&3Fy!&{X?bxD&@kAvTsZbHny zm}M;%OZIXK<;Nv+!$>*xinRyf*Yx7jd1yA^!Ik`49MhuGCx22}3LGQp^~W~cz+po3 zpyA$Ju+}qWAkcA?I`wo6o6vP|$_>m>cK|RfbJK2iStx-PB54zUNThX0!VugSsy(dj z3P>QK=TMk9B8{Nj3Z0g1eg$G(KCjk$eW+tYLpn@zDn?-blcfFXj5~~;nha8CsB(Q_ z$F?wikJv3ib*tK|uMpg(szHWX@`L~&m=22K!WlwFf$H|TO!GIKD>qW>IpCYDvr=5e zULnmYD1@JYxmfX|Z*Bje)90;G#B-+T^Mkf}PRO**P~8H2k{AM85rmYn`kc0H=i+tH zF^c=ek*-W;{hE*CI(6Tw^tT9}rmC~;n7=-gT3KMxD5+0k%?T+56Uq$lE7bGG3w9!4 zMfrdY7Fjb^I|>Yy2`*{IYk9ZVv+6>&Xie`qs;wxRD-esTm$l!T)62PIlA#(zr*R2O}rRh0hZT`MjEbxN9bM7@9$fLyEGn1 z?Z}a}4aU#kwM>-zV8#n*zpU~*JQ<8KZLyy;b&L`Xdq~iEo!e8blNw6x(PE%d@P=*OXf)8-<>}6Pr zO?RKZjEl<4SYYhcv3xvt(Qnp7Hs(ITl47%J1yK_OIWt(7%FKPX#tK{CZv8{fANn24 ze?tM+pzhzh054u5v|TPY)W|`-V8Dd`ae{aF_;2%D2l-#|7jJs~5xW#}nI$Dzrg{EJ z>+u*kDuugvrT_OuopdST_RA5`!kWm|8c<%WuJ9KIclDK#qQqE65A&>tuXVLM=xK#M z`hGQ}(0h&MuMzPZi*czdjIq>JM(;^7k{b?1vJ=^-n9CDbw_i4wXq^=Rh};4~0Gjyi zl~uF!Y5Y(2UWFth%l2Gbsm^@S<=+{mwse}3J~Vy%(4Suus)SSH-xd*48y{0qdR*zW zV@B4`^HAiIT8mws{r(XVxgTORo<;K~JqJq|m4DxvK;MA!Vl?ZEFPA1lxpVV4uav+@ zaSn!wmA_?_i=Ejw+Oan*&6*1x^DdvC0XjE1Tz5^Pi$Y5)pCP4$YN; zNye+*{F>MfFtQTGHMkUGlHKp4&;w?Yg^AO?ZlCDY20$xA5o56hxW)U|knVgSj*pdM zkG{rsgl1_27;73KhB|c8^0@nd=llhQT!^_<8=Dq7F+fkM#$axaVQ5@p8woSODnMe|knY8#e62?TC3|1E5y^d?eioDShM?;(v zcKINa?adIi2>1vJ#*d6QiVo`;xW22>{ou7%HddnH@PdQQ)OEhRo?+_y)^Ga-_B(2; z9$th|;m?+T-O^Y^IMKbokqdFZcw_rkloj7NN5fA54r9kVK-^Kahs;!UK)s|z=8(18YtQE5e;;lys^N0i7Y#EPx7`E-B*ceSLo0-5o z`%cMFf2E0sf%$EOUC*C$5#KC|x5p@t&n0~VQnh5H3?*!lUQ{8MNHstQ4Rx#Q9&*zI z=WAup@^of>fy)IYqJ3_x{41O15PJWy>w_HBFPv;H*2F?jw6j`7DvSUnkZz+K4 zxbpRhXn~)fVIm=&iXhIorq?+D>zqfXM|u0Xto;!dy_aSn6>>hx@dGNNCAzJ0(OW_x3Xh5Wjf^`{|59!XIM z`i@I+OoryEhn1pNFMkW|TT85;p2lI%K1+&KcpQNg{7;#h_=yiBU|WlEvf&8+PQP=sR)1S8 zpFNTObkb?yWB{|(Su#e29X<^E-PsbNQnf$Eam=oPL}%IJOTQEkF=3E=9+rf2R8rq4 zvS$?eW22dtLIE{JW}tjg+C-`!br5oW*Jf0|T%$;`2ZZcAK)z{<>y_73c5q^!Vb`hiT0;Eob zm49!YlZe4#f$tytHIwaWZ*pLH?U_bNys2IVylbvYUbYb-y^SuNIr-QheN0|2e1+kG zoE}?f{i@S{X<>9}8;h?3Radd~ZAn3Ovr80@C;@z3NBXhk?*; zgIcOy3Lx@)g-8oxq)s$_-er}c zE<3x7L*w;rCHSSnnVy~s9*ShAuP+koE!AOTw=p$!zY_A@NbYNz?bE-U!2i@`Z&Pif z$MKF0#Z5rG}XgDYal3Rk1mu zoqyDQ(!gtR!qjX51eys}Xw73fU=oS8Y!tv~;|@hUz_!35DmAfS+i)YMI0LJHGY+qJ zy4P3EcXj7BGG)pp%7;j>f{7`1DBfXnOEZL&G~Kmbj)gbWHsI9uFKqB0OHW(~q&s1~>lfv{wbZBSU6&m7nLfvASV$#m3%c zfxh>6PKjqa>>rem)1ls&enZwUd{kiSPm<5JW8>M(w1LCcoFO+*pqJOa0 zvOCDRJd!$^a&WqQ^J9@763)6R^36GurP6LBDp_vBKCieGQj?+#JJp%rcDAsny4esT(zQF?DC&S0?WT#ougN@)Zu;jB zdwG2Mb~lA{b-i^LSOW@mE@8R)dUP3o$^_)uy6NjMFRawWQ=S)4CERg3W31%H`BwdR z(o#i5=!o?Cfj3`NBfEIa1Ud2k$I6VLRhrTEI_=MZ#%izQjV``x&(2m$!gGs45^ zhuj&}i3p0Gc7zP4sIgAQ|2D32zRq>QA+=sllFCh6))1jx%8f@93_HekE}sO=bJ0nS zirJ`&@>A}SQI7bB+$i_@2hdg>Atq$=I zut^uQ(b)s-*vn3m>*c(WG`41~R8~DjrTC5m9PonZD&a@J|JPp^(+`Bdae$?<8m1L# zpV`E&dm8POSckpwPn(C1(=BViZE;H~*Dws*1dF2L@`&p?DSYAIG`mL=zo!2n?@z>!}9YZ=7{(@>Z6J9lN zut}hmAY)+2za<&DtWp2j5Fa3x(o|J@2rOmLq2TJEueUzgO*$~?%A_?OFv-_ zl0eYaoPau-$O^AR?!b5;f4Pl!`)NG*$Tjm7#cEZl0R+-VvKRWOFI1O}NbMQ~Dk_Q8 zj+_c={=id8@5YF%=T{ky;bNI_ta8z!0g{)az%&L$$st-8%jH=>vGc!UrZ7Y-!+P9< zd8A!d0xSsrk7eHTzBpjLRpuKUVo9YF9d;}kul~D6_Nzj{$FO^n-D0v34G3XBIk$6` z1j>C2GC~q-hapz9=Ub>VgqtegY#=b8x5H=og zJGGq79XJe&B#J|1Sc03UqmVOBxb%CCPL~%sh3tstk40=4gxnAoosR4?paIgjJuYkX*i{(|upTDTC3>Z$luv(KUG@wUrK}Qrp z(>EH~;79&#kyo%z?QnD6m=N)I3XfTFU#AFh_oR`k%X1LB=Q|itt`FPYNj$ zLj`}~m!!FD!Bo`D7VnT7Lf$bX-P5C`i(1OS=d3!doCd|j|#r%$M`syE=` zXD)&(x?Qq`b$MXN_6YnWX4>PJl!zO~g+yzsN)w=B+I2qfHYg(r&=j&{UIoXy$KVs= zYAE9TtLMMiF`ox@N;Fyxzh!ZVV>!oIn)nn)*pSEjvVw$*37>ef{6glEdACUAA?kem zBWX4nHP|Z^>u8*iId&KjUpsX06}cL)h3Xqy;&R`SzHC1gDR1d5e67kUZ33ul&dO)a zot6o;yupt!yI3qrm(NJ6up(3?Co*$2@1A@YC{a0UAaRpC`y;`t*;2>*0%l;1^xhJl zBA(qEoTG_aoLVk#`I7cH4sE}?`@-F>NgvDAbg>*Jy1FO^J&lN$+O3Xjn!WHlQu#WR z4_T1HET`>9YxAY2;{bc1GSw6fcW=z!yiXgm3>UR_RANDtdtmI5Ij)65t>o1f>TQ~F zarDrNL@#_Zb49}YkA<`aKl6mU7$p+1#w!@zodJ zLo%Cc2nraY)$t$4bK=4<9r8k1CqI|VWbfrop13<>KaiAI{ zoz24C3=~B-Xfgtj+q`3IkXrwhNm8b%G0U99`Mh6 zUF-RB=e$C0Lt!?dz0HTIa0175|Fuq(3-E&W0_iDnRO`(`@6zQLz=Il>YKd$u@-tW$ z+bC=CU&t5;*pxJl+OEVsh@u2qN4F@#cEjxd&8~&%B^5cn27KLmx9c_&bT8M&Bs%KL z17}_-V*d_~^pN4hc{RF3-Lq(eCUSlMPVzXzwm*_*mcID8`};@>{Ef|I|DNr7q=4Fc)IAsze8JEaZhQcDJUHKgXbd8^Fk zpD99}1o6MdVfyYtadXy!>WqsuSy%T1b+JULX>0OrKd<6=E+3&b8b@RTqr9pWf;+pK zGQ|@cx4-67vNGRGR}lRX(F`FQ^1oF{cXYRv^fnHwsGj+Pmrn+}d0ZEq;9ixL9F7nD z9tQhF$(5564ZG0qZg^R+6FG_q&hazp5!rPOh(CM&-v^u|)m&dNS7dqckEM-fBgmKD{XW!2rjbkb8B* znSwcGckxisiDSP-LH#a;=iK6h9f?&FQvErze#(`2w-0BhO6@LN4)G~gtDmX!Ly>p; z9cu-xJHJ&mtO3{T83GF;`}}*OfstW=fCZKV&Y)8Zs*GTvuUTiPZptsulW%*CC z!yo^B<=xz{XygzMuCM1d?tQnD(qbW6*t1{;n+YY{)oyP^mhzYrGlV&1iI2mCt>7U= z;t`Xv7B}pLe7MZ-N_H`27{QtjRT3)t`xU??HmP2OMf;l=eA_P}q0LFEdCWe!rMa~1W`t8dfmPE z=?u!(AjiJMJGim~#u0zc9h|R2j!`57>g8lYiV0MgB{u#F+~u1u+E>Mp#ph#YkAd;}UI0q1h%T=bJQR7PV~o9)f2yEKm3iCRi)wWX2A=et|rC+cQ|t5wWVkysG6 z($^9iJGjV>KT}NR3b!d7{*~l*^oaqlcMrSxQmf7E?>0{*gQeF#KyjJRNs>HLyOqO zz;}F>+<;EfN`ZcEDMzQlT;WklA~dxH1&~`El!KiTKne&m4B1gPtT9OhDyQ~cvA+l& z>7o~9I5$emNjtkY08HY7U%NLZ%-fRB8^tA=q_y!Q{H0W@oSf}e(qpZjSAv|E%2I`n zbT#xb7xG9G#TV(=Y0QK;s9I!|fs*wp|Fvyu_(r*ujkw0jil0CJ=Zb@@>WX8~#fcjk zexAh)QTrmcPM!ZNe$LDSwjn_ib%FXYPFw_@naCFFpy{NlDv!@Wrf7aJ56A#EY%+qW z>cf*vN@YfqMn+nZVzC1hQ-Xc`73kA!#$>cE$b*Dc3F`4&t(Z0Or=0i%*RxFv{x+Vg zkhMB^r;;ffjfbZt54j#I-7rRGc)8E(p47%}YGJ56E7=_L!mkPg&)F}mW}_&Yzbj*6 zPc~7k0(SL^ANh3LE!xOOWRgisngZ&COv37sZD_21mu3d_kMkqA1ebCJ&O#9y9O#D$V@WB2Z(|79d2>mcT^+K!cjCYVQ2z!T5|WyVfJbeO3LN45 zMQLN(Fww1RM+YaR@y<7C92>wSm1}TI@=sK7}*$a-*~a zHZ#{)c@g`q%}NT;yYaA6EnZ5x>C9Nur^RaWp!`Y3=|Fya9NR!-I!(R=KgnqDsS1oB zBbDVSs)SCXfK1mZZ&;8u88OLUB<-gqz*^pW{)F(1Krwe?q(nVSBAszLoJML##c9+2 zL#>o2!b*5hv)<`eDt#7yd0!E{~KXOCULy#Yqw*wi&X{$Zfc{bW}t4DwbF3fGh^|%TT{jeh?>&FtBwE`xs-n zg8NvGoo37Zt^{4Y3tsLKEtx-^xcfvO)NRVDzey)eB1XqC){ytv{N}Rcq9k=k7B<_h zvR%u>608(vwE*tAd&`f670yX2R^R8Gt1H~s1)2&@^oNPJuJCyW5Fv%b<~j)wKlaPE z_#fWoso(z8vzAV7`4(mJScNsoHgMzU8S8gtoY3puDXYOn^k}x9`uc9qH_PvJ@qBny znF6lCXY?d9ocmckrTB#&UQ?nEnIA)a&PXDCuRjH7;Y8o$PizG&Cu-8AW$Lp9M<^9+ z2pRyahxBN+PfA&>V|K}GAdwomu$~!c!_2WVQ=J%X$PMiW=b;R=+9rN7qaPs*w-3fN_6 z_TY244Zk1$^e?Pn7VaH()FL^n(j{TI5?uEdYUpir>}UOU&^z>u;3_o%ZS?w|eJ(m7 z*?QcNYiFhqp5v}T{N9w3e~7{zc@$-HLgg52?lt#_7dgmhKdS3X1e*H2^W@ zP8A5*ZSX~AWg2D~9!$0l-<`$WRs53#)j%2e*P)cBb8uAt|K6<+W?_PB(n@)0nlO)J zdxCcJCy3H4Xn7vZT^l${K%tp1vOV{VfA=%(yCP~^rf$mM=d>5ryE%td4Q$Mi$2w(i zv(s2XTfbabil65=$>7*EV3D+i6X=uH;(}8KmnHet&VGF}U0WXq>;-O<<(*ViR=_)g zZz$xRXL%WqA>e0RH4Z~!s;?hCOq(kTI z!)B%LQdbpST>ilf+pY2&#U+F!ZkOf;t#QXq?fiU z_K9$_5LpwAls8cTcwP> zhhATjjz7#So|tM_5rj7@h|Xr>6cJ=~z{;;7`rRhEhF--QmfMk4cF%h+ZPlg`^OK~f zS$`gO$n1TQ-0%xtGbh+qh}>a?f_u6bWDHkr!0{)%%2@XQX`e?8sRm5kN>?iJ;Iw1h z!w`$FZg@kNvmeh$r#vh4nh-ND)u}>Ocu>g97sQ3`h#*UGxeW|KwwU5r3))8Hz2f7M ztzPqk41&E!qc*_4ARyM2IpdTbObQN98 z=PzN3ZqWNoaO69t!5CJAJ~I8FD%Y?xWzz? zTA|FVy8LNukCJ4&^`4xj=dwu#dGm%!R8Jb0Y43l$9ExBx#cm9}KG!=z*kPLAbQ64e9Al_ab#01o=i!OMJS^ zvXaRF#rBH}$tt3XHtMR&iWX4yp@`w{=UYi0=Y;a~2cJyf>V0UoC41azn(5WxmR>^J zILA*sTWd7+FYy!2T9!at z+w9*aR?tA|&ayYfejUcg+Eu7-_|t=*@9vp|5%atP%A;rR#Kt9j)f_>wmFI0-l=}_; zup)WUbH{~)vL2Hb2f1(F13ATGxNOqx3LB{I`~LKV4J0E$iVT+t{SP{s z(AgiQoegzImh9;ygZq)?9^X~2&#gFmG=!{C3wcseQ{5fhb*w zlgg1Xsr8vD>KFnVdzlZ^R~H_M`Sx1Q@Xmj@GBv(hdRJ41;bsIycLRK($aw=rwDH4f z_R=1{@!f%F-ZQt!w%nQnk>P8BJv(JqarN9bOf>urzdZhC6x<5dG-q7cka5%FOwm)CF6zEcHBn0f z1=3YtnFQ#b5^EKhc?7I56*rt&`j3U$f}w*Y0lZGxVE`XKZz5+my!mX3AS1;DEOg5) zlID5h?|E`2AR4s4R%WC@6hiuO?XEkU{V-wQ+@Sbk3JI(nUY_W=;|^bh9o>y9KrKUsXY8__9m_Nsy-N0QV7 z7gkhtv%zorokJk;*h9S0AohNG*7uwgQ663d#gjEgPSAOR9fPR;?J`)4iHjYkY{|yp z>vq5=LUg@bJVPAYl%bIjE0y^+5sNXEUN#UjK5AhD+S`O^4^-#*yL7_ok>>2IfZ8Z9 zqwn86Q5&rqa^976`Eq3`N$Ye9ZMk&8P7Wu!Ou2LDsc|AHh0jL+RZagfJ#~*%cnLGk zKLm`u-Eyc!A-hlDY+9zMZ)xkU_&o1G$tSlO{Zf6;AFYtriXZt2xL9-u5l}ZFu;xZx z+R_MjQ~LBw6+ukJ-TCA@k~mkW3X81Wwn^5^_?Cn+jVrk~@ExFme({*v5zoV_ING{U z1{0GDOptq7^Y5ad;|EsOkg} zQ{QssAU-@phcJ3ifH({H8UX1^^vH<2K-Fj(3x}psD25a zm7O$r4iqdAalFVN_J2ZoBkq|X0)r#r+;Bs*VqG^^p^biTEG=Pkj4)*g^R%cz+891?*OoOUb~k+?U6s; z9Mi2lzXb3Bc9G)`p}l0WsSxogL;}U!v^lb-%y9TeSBngIzoJDT-Sq^ss9+GYRTDxk z+9Cs6kszQZ8`>88WsWaQVt#qfT;vjj@m@>2 zOWSV@b- z?Dle|H87P0uR6FXDZW=c6kjCXkch1HUx|=V*j&(yD1|dUKN!UiQvd@f(?tsS$>yyPD0<@1n_16JWM0NoYcQELj!e$>E=JQwxLb`EE~&c<^# zFjOpT{Y^cCwaZ;<_ffDTt1sZDO{{R`eCQKIDC2RjvkXkdTNvLLde@-VG#iCq8a}k7 zx!l&AMaa`==9R zG(TJD6*xlI$xn@6nk%7^C0yQ!7&PM@v8w9;Vm9{*PQsODjFdZnEBmx;H3!(gN!U=BA`Ka4?<5y^{FYYp1B zU)DN#4%{lV&vq=z!b5CODHQRfbfXTN#zZMkDfC$lru70n-0WAzFnXGA0IOGxKNjM0 z%41R5(eRA6<7X;0^>vq^1ZU3WKE{P1{Xkl^)v+nzWK`Ev<6`u&?z|4r(fEh<972sS zYmLQa^eXq(+ygP1Gsb`Hla$Pa4 zzgK&r{C%z1pN-hcM6Yh?fpqLML3R`!)jYDdpJ4o`RA;~lrvaR_#=00(cjBTi1pyKz_!il_K3$a!)fb*VFk z_p~*_*}i0!-`ozJFX$%tu)~I>VlhegirfT4&v5|=EJLrSJE?Y-@cq@n@*Y|cM4Ovi zDK9ng!cjS!B;`;{NDTbDB%aS))wguFi?A^Wz{tO zXnTS#d_H;?>|w&|b0GAWtSHImlfy`m zce$9&^KHuk{e^L9i;)Vs`&yL3F7nCRLjM; zJA$1bgL^1ENi6Y)QtymFo{S8J!@6M^E3}BJa7(~wDwQ&>d3FCy-}X2RZr6Orpc!6w zfIWTn$c(W8f$~As+8cH`8-c`-)C$q)dp`HGhvB=cET6Gm41hpTmvZ}OF1e#M`{#p-(D4Ipj4&`zhUvD=Q0x{ z=1<@svvo_^X?wnSKjbfbkxytnDNcg2sR9{n@3=Hr$`FGG3#p#bCo^0SV@P7Xf^IdY z7{vhGn1bB~$cVEKB!6)my@hBE?u6&z+MisK-Uv}wzT?w%B;XtUO><>L5VCMi*+>>l zFsei}o-N=A#KbPpxbKPyOW+Evw!7N&vx!P$T7LCz+ZdvmXvwtG3MPi~p*WoTr_(AV%F%RW4%KS&9heZjvP2ooK54kj} zi}V?{BG2V>8!>E6*#MKs4#+no58Jp!kdMbW#yad3cbD_l8eO-hMw4Jj3At}*4qmIa ztt)T)4MIiW7Hrb73mtkw0jyABVtH`nR?D!6rICKyRgnPlKVY)3Ch(WTd!X?rapOBI zJ?8*kS`~I7gLh?*9a8cpRF6YBnco~?h+@&8Amcgy7q9iDUb1zVU;)1?i5T$WI?iwK zznvQu<>kcl+AKqyC1f9G(vHr@BQBdHiDx8Mj$K_Vg6>1mcCT7#!yEQ4v8?TBl7A(s zSIG>KI}mOz^e<(lF>Cz8+^&XvYPynHQV_csforI)s}EEmyRHm*o;G1cMrJ*YkygQjhD zN8cv$NyZuok)kntvcPUhxF|(|^WK?-{p9tz-P?E{*&5D`EdexbN#yb>q#v)uA{_}F zMuyxjx^2KLqaz*e|06d`su16u{yenJiDbi8ZS9Uxih##kLASl!TDBWhel11%r>A=_ zVGHv)@eW@)JB|4p@3Q<}Jk-6!Tt7|NNX&C+ea?C88Z_o}+gT z%&h=2-eS==J+J)Sqjj(Ek8Rh0_zcZrUKRs(23IYzfQn@b3^bh%)(MYxj`k;{vOJu+ zY(F2U3`aH5$)9R>f&AQmM~S~b|80Xqv*S_&5ZkB~1#CDi55k$^*Nk!@1WBH|&2BwZ zNkOFKW%=<5C(ESS?*+le=er6-d{!NC{ZOanjd{oi_-4aEV^t7$&l{o$`mC5mj7v`W zg*pTw`*JmlbN4>^1pH8}zJkU1yg|_r<~=?b0wc*HVkSUV2mGE^y)%XpkjNy=t(b)7 z_)tJ#q2XNhHr&%mEZT|7ZnzXp)3}UO#K0x1F0H;FdMY>2ZQck9CkNma(5AuuQ2C?9 zAr{W-AJ=G~FpdPCt&N1n_i*ZoR)v11VHrC#&yKxpmm1AeG~k2#YP-TYNJu?Q-x#-x zy9W>){4hNb9vcSq!%cq_Lf>0YnLMlTYw!qF#%U|bI>O)hlW}c{WO0~B;ULSAj%fh* z6dYMU!}L9c{636xsyt74QOto0`?1sD%+^hwPHt0RfahM!;Q2>=qR(>TW#;G28b*b4 zQq}|rIC-8S&?LhRj-EH4)=p)k774mT-f8BaY`Rv?O4B{q6dI6M^yzWFATdf-LTRb; znL?qS(r?6vGC)5m&dI?muejMW9rJ}G*;wR*9zJELsZl!R`l5o2zu3)|^zNcO@VB%MSiqV+ZkHT?%|UtgvjD%5dm8w*;;4 zp?~i$hoKcgr(<;4)bX5^KAbXU0hlziV;HEuG}(KZL>>1V{XOZYvwK85d1~>UV|ii~ zYpJ5+61{(5N<*kQc@e_nh(1x=7o6Qtb^?PMEIZ3O>Wuqc1*Inz!S`52FoSnih0}Fz z$=ln&^};3FUfNe<%yVLVctL;$n>M_W9dhZBr&je1lO)$dpeEgqot5|NW=JxEiy4RB zNQTaUX`3r=^1=5(F@p`N%Bko}mUt}(T4Rk{9BdTkt9Vt7cTc6V4%SQz#H6Wqxuq@Tac;2>||o>%e^jB%iX6=5Vv}EgWEqgvc{%V6+ynd1}dnzw&s4!Bgm^zYYcWyuJi^4@X z*N9dJ|KHBD9nUj8?z7xSzC1}eeUb&x?1f!|Q#raL{{F_se8-c(1GY?4oK5E)l2&stv^^tQ?Ed6nBY_p!Y7@4NF2@~k88M(s>HQ!72}U) zcnU57@1$gaF}~u{Ek|1Cb!7l09RSZ(6X+gFhqdB9KmJ!5Xks|#d+Ilj@__Q=4d2gd!J5#U2ZbhMq0M0*jZSD1T8G8YQSPVM{7{%w`FSFnW9J%+pq8rEPBj8y zhW>N3!O}mvNXr9?Ww1PnV{^hsE8eMEOG!`+ovw_RGP*r*dx`}2N%`cahE?@L$tY0V z-WT_`vZ|R1@2*dcYYuXOh~t7Ypo?SA0q%SS;MP#>;78=kx5Ep_+1=x8x?O;9-gzkQ^fU@ zQV`tGj$$dWr7EbZRI>|=~1}p2I-F)+kQTyVgAESDo_mw)3{z;=Cx$)XR?>zziiXbHlH-IKDf`J zbR%D|GYud`l`XQ$_1jEFz;o&yskGB26?erWFK}bRM8eMim2M)sFF@R+RZ+ZMV!+6oQ9{K=G8u5LC~1vlahaO6 zHS`Sd*%j9+K}_b%^+SA))gUuk&kr)S8zXif7Wp2N?Wb${sVY`ISAD=aqan@5=U;}) z;&-iRPkg{$lDe6WVWuhiKgBQ>=c*BKv(*vXrr>-pqHErW;AY)ig9ePCALMDOs0-LN zC*@2%!#i#*@jngK=IdcbQ2BPy}CSE_VV>@>|CVMEyZtZ1MpC!csD}m5rYaBf=-~U$|{0SC8_tAf#*Bsn$ zq=LxbQr~uk+>}od4KsmH;m6h5b&zmb{!=7SGG^937yVyjV7=LB*E?4Y#4ONrj~lgi zUhXut=TV`(mm~ureJ%$9b=fa|I`M7}0S>&!u{XP*6y$SUz204}(mPz5kO65ob+Ver zEpR6ggaGO#RB4p-d)|h`m_dr29k>bhNskQBCf7Yq#E|eAYh5i+?|VnLZ4g@{G%WGp zZ4KK7YdpjpNQ^A&@ci-smH*>Lth zgkqxFR1Roq(_duO#^Ay<0ng~pzxpVAcu@&juezS_|EwBaOSp>80|Y1*(CSYKBnFx$ zL3%wKICJH{bU-gDDjdfec4+__KCiFaA(CW>;O1=vvgcn@)pmFVx6GM}&#c*bh^HQ7L zj-1*e>iLD-R3!fT9rj7G)?w!$5pLH5l4xKPMwXH_a#I$n4jQJr<9(PT-X3tD zE=ppX(YE{QvMs^&HEyPId{*J;m?URONNa4f-pRh5Q1QmwCKkuld#W=0xbXc7D|= zsy1S}!wH)_PWm#UhQb+5Z^()Sodfvs)hy#d?wN+);l`$jRxPJkA`lxE6{+DeyNSmT zicQQChUHZe8XiwlfD37ey}wp!!&FfdF)3~04sI_23(bp8p1-d#R6I>*^aldx!2HeM zLFo7vKx55;U|;W4JmG?(8ao7N3)j8pT!0i`T|AJkhwR-TZx}c|OD1k*x`AY~!;&1D*1mvf_p+;pQB^OW-!jXQ`6+&1U@y#{)cH& z8RGS_bSgiB$d4o4ebSElTi@|3E{0lt?35?tpy#V4+!kCZ9i}hDoKCI>CpFJWw!KMG#q%1HTt?4fWV8IUo(XSy2~{NK z*_G_7Ac80I59%dLX8y639$kPFtp$F|Mt|k4A-oH7DKEJRwLhihF@wq-b~Fn z5}&BGysN~PCns{|Vo{QL+?!C)2dhyMLbM*WXNU@}OY}wSI>FL@hhF0Le|M%I{MX7y z82H?{C6dg>AT(U>b|B_^28mQxoU56oOicmpb?&f-&fmw5zWP~K3F#wWQ4O0A+GX@a zQ2AA#_QgHtRGHjiG^QtzM;CeRBYrKBXy-2hqWZ z_A>L1>*%AUx4jreV6qDQOxP^UYHxAs7OXGNvqVBOdTg}B8j~v3mt8ctY)apgYnqb& zckiB+BTWCvV6#hRC`tbTe{ONUMBo_7z zMfiLtiEykxZS*;vnJrR&k8#$9g$lh_nH*<}9=?~tkc6Vt5&(m^As!|F= zw}~pNT9i98@4kj_vh8|X{FOZcr@6(n0SL>*>EzR#>amwSc8Q7YI@YOZr+0O`lc9tA zmzUP?GL8tHf_O+@*ppM7ZNrSz<52m7l1fPa;dTo-!k~kgJ}Q$4w+f(TES!nln$CU8 z&53XO+d_>?OQs=3!cx!9(b(z$E`?17n%UyADb*f}ny|f>hyp3YNmvPuDRRoCH@LaU z|D(Fnr!ccL-=-4uLV7e_!=)SgN5CkDOpJdpsyF_Opsi)fp|lv}%uP7e3w zX$*Qi1=~g>ifT>&lZ!fajXMF z6Lrg&l^AyoX32_tSt_&LKl*e_FbOP5%-D8a<*8_{v$`dNbQBK4S)0kgJbAHRV#Swz--^0(ACJS zQS&(c6hRtL>1O`5p#ZvEteSrQ=TytSkewvHghEDsJ-pvcj4;SvM#rz}AsasdW&&_S z(*N8<=t;bDMcP~r1wkK>ZwtY+7d`g+RGm)z>}Kz4n2Mu0SXnUJM<;_20%@N+dsE36 z-*pumFtLvo$AURy8!xr<_e2yvFN^c5T*UR^S~g-tA7`pb!H1nc^yFm8ZYTi-=fUe( z_O(q*JAqhUrR=~r-xr@ZcaO@xKqE9WXgOxrF#LOOYF~teGiKP&Z>|Pc1RG^mF<%gN-*&Kt`d?<6RGU2LmsfYAwClw&+jn0Tg=fGwGdMBKZC-h>j`N4*%!cqu}#ynEyo)ItG}8kmAFGcNI2r zzb2B>Rst%R^P_%#Oys1uLUWig!`T=*^#}I9&XiU%`n@m)z7-R4%4WoW!VDDpZBcR| zt-U>vua!;8!1t1m41$JH(2&q4MvlpA`F;;f8QqKP+YTuec zWZ#9EX-J|E`^IVJ6;ERw#x77St6_p<>LQXzdTx@7o(?$2e0Wbq9qOKru z7wkS=$heC*aAp1gu^nz7i5XR!m}j!i&QC6>fv5u0ad$L>bYuuHI>T5kX^u@rJ zKv_j_&*T+~^C=e?+$M=nCwpEVtcJ!kR-0&Prv5>%*n0Go?8q`+&~RdMvWIXFjGZu} z>U!CVfCV`LDKyiD9R2H46S+9^i52$hETM58?eb*fL~gljx;P|AG(&?$r0u-* z4kk||Nb`}dvsI1lv1o#yH=H^E2CyE0d;W2+5fbKA z!9|rA^3ch0H%G`@p@UL`t$rgm8aE7&+`|25ge{4d($Hm8Y(p&!YI&j}vU_AJA{t#2 z6|d&Ey9bGlZ{bVYHU>7uaa{fEmcwt4pce%5{lC|T1Do2_MKBA_k4E4lqD6Yr|v19Ai{TGw0A}<%Iogain3}&#+{}rm3;*b zs1*fh;0{G z_aMfoSPJD0Dksr4F1_#M`f>{?rK5dTZ!?&Fr^=WixjQi}N)RTUvH(-+nnO=(r{S8T z0L`9tF;_i;w)gmTHF7Wjhun(ukN8eMT}0!M!eTbP)SqThr7mY3h6gz8BOT;q;OmV$ zbOw{y5SR=|xF$Js3p@=EsM27(AjbUTzcHS<@KH6O zx~87TZ05wgg_?mddIUAO;*1$(^J4GM=Q{Xx z!?T=yqu=$cJNz?d{1?_Iga|qagS$baiD~P%;&@vxFyW z?^k-3NEqA79tM>M95_&SLZV5^J$tM>AnEb1wO#^Sj(;t+BB?IPBKC_7XTTHY5{HH? z0#&PB{oy0|g1_cINAk4R%EiHV(M|;;-BTO1rRsRgNx(5{4 zj%oc9o}a$IW~S$Ud!h=D&SpFKvwH7^32`5NR3LSo;{mXMuL{Q8fdSLdpoxrG!W;YV zAJ?cZ-F78M)_0)-Zw|Ue$SUfzUNIq{VwstcYJWt&^t(6((#VfQTg3kvy0pvAQZLjS zqT%#OUQUs8+91rOpSHF<6iA=mygTLnjE&qm$w*h1Dw~9CLCHv%i#o%cgq^AH{xond zh%>2P@)i1c%HX0Mh!JZZRB04@Q8I>bjp!kdZ~Zus-08U%^A+C-WwgyelDW^hxn7 z79!ceeLP{I(a?Qh6|PRzspf2!NM zy4yVPTkl`*>KlZeAHg!u4ln!N47k}QwkC{42zJ@BXi`m_#~A3lWSWl^r;!4|F41%|0K*hV+KeIRr>?AZrlM zvWiIdCP(Y3f$%H1WUCHqY$iND+<~*)X~L8|sn_%D9mYPy{TGY5%hfS@dni?mr8 zkZF8s35}EmXjJUDtqg}=VgLh+X&Y{HQF2Aow6G&yi18|E=I{BnD*^zM)2U({*k@!e zL?RiS8}g@H*J5vBtv1J$v9=%FqHEcj8rHUz>dubhYwYJ4!ia6QO=VMmaA4s9v;~g2 z_sBqZ=!crL<((ymJ(3c%KwmS2@0|q^%-Bpa-E)2?ddI{BirdCWIA*IpX~OQN(V0dc zYZTsvnVxF1bQ*FZ>VeNK+6}wQV7f>1Tm7a!kkx{p>6-7%!t@uoELm%|Bkk!)Tk{fM zkfRVLHjcH*ddk<+7G35dmv8R5433&p5804;b9->hIKUe8WolrC*-F2-&+3N`p?x{O zDw)|yx^N(HZwIZcQU*LA=VG>>_{K0cCPxfCcvkaWFxM-S|$g6 zf(4efIM7VvRFtJ=cRKm+!_k+ucsMN&uI#(0nY;u~2OHPcjO2m-Bh88^Q@YqV5?j>S zoe)H2X9pvF(R913g`y}{2D%~{)+e@1rs9JOY3x+^1#zLII@_1N6vBG(+c(E9cOWDs zo+@Wmf)hO0wu8%9^em7v0_^lI;T8q6+kk3&wN33frSdySoN3{8mgd{}jw~LVIK=*! zJCR4oMrVGX93@Ju;+-w4vmKn^x#DGV;*{yz0dgMZkID5wv#}oT7y$s#F2>i-uOOt^ zgT9>N-ui%w<0GR=1OU?hTdk{aKRFPKuCz@9sHjtsx!Uq{&V^DwpZAc$&Cl@^8-1w$ zW$t?-n}zo0i>$WksIxh6pu4baQ$b#(Es-*@$a5!yigc++rZQ57Jz}gFGr1beU=n$b zjQeF96A-V$d#q1w-Lv*%JWb(RQM6%QYmags#Ek5(Y1?+5|!f zC!V=Z^*6Cv>TnUdY@K1GaR`>)_4V!L`?0kt-_FE<81ltt{~;U97?nUotj;)@mT}o& zun8K36H|<&908vyZ7KF8yTxqt2S+i@?XGZt<&7xUsR(G>$bq0>3AAB6cH5m9I$w(% z*2NLfDM{9;e63gokOO18LiG0u*LWxbXx{>#67V}cv2VH5i?L&)a20!jG46fbxc6dm ze2M7O@NO$J*SaJc3JyA_M;{RT1?zW4cCibui&_lm2pLAyOGPE;G&?|yJSfjI8T$m` zBZh34ls*LvvcP>jP>CHqa1JDmy7ALp{`W7Y0L(uM0rCe8_@mu>$86-1$smK}R>ZJ!z~dHim#sZLJp1sKO)y8raH=GSe=b2dR}ADWQAj*A)E+Y zd;IM4mA!>}{sPG~kOx*$qCBAyC{Oce>N`1ej)>bFC453e4hij)8SDCy3l>i%#a+k8 z6)E8Qxz%PYxQi!s-heAwa;TZ!}CSrE+uhBaswIWvl4vklWGk zx{+O0`}ghMOBj+0^W{sD`huk59U_K8En&3%f0QxklZ zu8T)}-nx d=cMwng$JLC-9>;a~h?>WMa=Y4-J)w$(rlPbe-pCjZb|Dl!G8r(O}g z^Us)#&e!Kb zdpa&U|E;*LIJF$3(m+4*s1SE$@o{1|+l;D1+FMlWz=U4swt(B~bk^P|1kLr;4Q5$EMWph#%!Q>+{`qfd zq-Ne7bhcu_4zI3cCe-&mc`5BsXfFR{K*0*K5}@mil6rT-2?A!J=lyz2P|%hXOXm=r zDoGh9D8Bzj+KxAl6G$qFRgo=@xeO)1l5#B=6vG`*>_SwHu$HzWt9MR9bllFN zF5Dlb%y5K>7j&mmNKo?s)8}v~JixyfCY~eDt}cTwF0&5jXM-ZaA_NROZTmD%Oi@&D4gAlE<9%36*wZEnU9kW)@WjY^Gyu)C$l57hh-cz z7Zntxxy#DN#;di?OKL7co|k?tdj6Gb;RL&VAPUreb1z@>=T4A7n>VUoPb7l##&qk_ zm=QkfpIi9E!aT=KYW_eHDQu~p0nA_xVAMks9_&_cSm`um%)DYhD1$9n{MA5gPFBL( z^x>@R%l0w=jlvR3wr2@w7$n*z85}D>hW~=ehlY%(J3O)MiykfPP~%uOWj{_h+;5N)giu{ciw% z?|7ipx&b9K1pJp|teNt$?GdY_oln;}pkTcqoDX=K&G zEAoMog|Y7s4F-@bt6*INbgs+Vsm0o}XO^HW6WE&>wkPoq>r_lo=3-c{(FUiB?46U` zin>Y2!|Y2bE6TQPb}00Zfwv`>_DhhEph}Jel4jVYO>1aVK8#KtGpN|KF9jh29as|} z2*!p9Yfk7V%{aF;7q{^Y@eW;TzaM&Cl|S0_cTAsJ#j|I=x};tGzu7bX^Fikr2l_#& zan7`@IpwALLDHg>R`93nX*Srtv&evy?JILXtfKj{p(LOyqJHxbRstgpyE!<&@T@3{ zJ3EJ5QxvL04sX{?I_r8||94ENH63KcJ(`0MBRu{0TJE|T@l?l8PF#1L-8KraEA#Kg zNrYp$>v$HN&PhGvMbO!kV_h6c!4D*V&OZ+^z(=99GBMpw=o%27L5^`!Lno3<1v)?8 z<@X(84m{Rdi{*pGOhiT&hOL~wO4|~wh{Z`CFqiS%4#J<9<7*wpe?|eU*>d`-6K#0YpyUIOSTZkc%b=>9{|x{YJ46Da$I`4y-DZkI5$^5$0AYj z)_*kHB~8ppD#n?m4n$J{LWIysd6W&9fn)h%*dveRqyI->YP);X33R?WO$WZk%GAfbtmJqjmAM^8V>>>9T+Um1s|%-`Gpp zLo^*S9fZJZ}bx`awEh;CU_M6pcz4;))W1@2i@!Q uC&mc1n9?b3;efXpjXcc;Qbi3~)O|t8DT9|_AJ|u690{+o%7RDR?yhdXR?!#$ diff --git a/submission/manifest.json b/submission/manifest.json index 31a1446..b0b1553 100644 --- a/submission/manifest.json +++ b/submission/manifest.json @@ -1,6 +1,6 @@ { "team_id": "team-02", "code_path": "submission/clean.py.cms", - "code_sha256": "534b42d7c77f692503868dd279fe76be520096b36fe248bd3ded2cff53adebda", + "code_sha256": "d616ae10971726753c6e6439ee1b9d6aa7f88292ce11148b82fa86f4f4094a98", "notes": "Replace team_id with your assigned team identity before signing." } diff --git a/submission/manifest.sig b/submission/manifest.sig index bb49e42aa65152d89820f98bece68454391d1804..2d1e5569fe9043f034839667cb188282c690ca3e 100644 GIT binary patch literal 512 zcmV+b0{{JoVQTnhfk0)T+3>5?CXVNdXV{Rgc=nocb_xl35li`BT*8t%e^bdoKS92l zQh~g-76hif?60D3{Dp_mI|niKL@Z81lAkdc0SO19YLfNB>B>cv1}QD)4HQ?2+nZUK zg}T86e4G{7NXwAo!)IbyGyXZ2q+jv-q6m=AGsB^hRkO2+u|%8|9D>fKQ;uGd#K#*> z)Gy8K0+_t2o-tmN?xuz!YEvBJtiK~irWOaIIpIEV;#SlCaSWwsW2=8#8 zZPH91kMHpaG;00N{B@5(%Bn*61KWc5gz0kfY8+vv!>lmr?YoZbfqx=6u7PLl)$Shc zDor@nIudB_SGw-qOZjMaLqSahVE*esAvJRR`zXM_k95TW4|Y(IHEafYvcos-f?``Vi-^8=gyA{$Ht%{}35_CR2h6q^U?8ief{|vm}CtIFN>E C{Rqzh literal 512 zcmV+b0{{J%?Wqmg+r0uPc11$Nh|v_tt*|yk*Vp4iB^BSf%nzf1ljVd{T@_A^{lU#v z+3=ZkOA0BkK_PtY`?F2JFh(k- zw(k)_NNBQ=S@fSHzl>2gLy%uU0`whhM=< zt2RzJew3{yxT&#n`cyO=WVl+ThBWwAeRceNdY&x2k0s=Xx8|ij;ZThy6I0}pGhlm0 z+t5=!`=+IxjCYFXcjjyunnQmg+86H|J+!kD9L0(aL(*dL*9H|4E#GGna^i3h$7wmh zPD~u>VDc#u$9bRWvp*}j%HWMp%L-)2eEnfM!*vHygOW>Wp$hq8o}6F&M#N27$2b-% z0&9r)P-9k+;Z6deQv>GySv#eGTks;x4)vOky{wSS$C~wa0&C`tX9I*P53U(p2wg?0 z%rc-nJ-YA>x`KbJ_Yrjv2(fmi{o0Edxq6ebCGf$pkrJH|$Pbk<1?~H`g7|RK00FtW zU?)oZEL@7{ak}&Jue|SZ_p|s10<3tzx+bo>#{z;rm`SCF1l+|FjUlVzwLjrV*7{OS+DN?$l$En|?fbr7QTxh-yu$S|0I=Z4 C@B)|s From de6fe5187e1b3871cd02216eeeddc3e5189bc430 Mon Sep 17 00:00:00 2001 From: errchh <83468090+errchh@users.noreply.github.com> Date: Sun, 31 May 2026 15:17:34 +0800 Subject: [PATCH 06/10] improve: normalize test station codes, weather codes, country codes, and dot-separated operators --- submission/clean.py.cms | Bin 34074 -> 37178 bytes submission/manifest.json | 2 +- submission/manifest.sig | Bin 512 -> 512 bytes 3 files changed, 1 insertion(+), 1 deletion(-) diff --git a/submission/clean.py.cms b/submission/clean.py.cms index 172232672284eaa7e4a7c2dfee559cf11ef3d709..295b42655dc7f4f1686ef0db2002f35c232d92c6 100644 GIT binary patch literal 37178 zcmaG`Gq5lWkbAam+xVVs+qP}nwr$(CZQHhW|20=$mm)=Gc6W9r2}584D;OkIsCeib zEFd^=eqaJQLtp|i5Fh|!AW$SjAW-OkkinKglaZW(6bx7e1PU2XTuNR=j6m4H*?>UE z+Qh)t!q$vH+0Mn$*1*QZ)|ru>f%boiz{q6(KaoJu&d!-YNB{^yeKtH}eLn;K2DIb~ za7fpU0rvkS0Rn;ofCK^onEic)FT8+NMi*jQ0^$R?ba|Mn@QV)EPTGZTTI_%60%E*jgkqU4k0^7 zJU20%a7)K(lIe>xKe6>fc@%C43f#2~{AnET6+kC9mtJ%Pr@?1G)0x}44+z$Uk}Ffn zr7=it*-t?~54N1@mEHNcOo-;1!2zx!R}H5tJ)b0PREm8gU?XXCM4|Nv%=UuETDedPig4Q*?mv|x zcfNF#{y5MR5rr|!-igoQKXhL;B8)%NtOn|TXEi{Mqk&dLm**NPcs-99vb}$jr4(qY za$OS0A&A>7Cd=kH{UH=v+4cJvpUNO*#jp)!U&LRvqAQoa5b-z0O7I=e4Fd&YYQMYO z7ET;Ypt?hgnpYGZeJ!XO-Pgx%E*f>>8Sb zU>i1$-37&yao_{Xsq0KPog?d(i}rbqh7fLi5KnU_Edc(XgA7wF)bpVr?gcP5_c<6%rY>}l+wTIhYQP=3?u z5rOJSUxhkW5HtC{5qJcGA0hnJ|?Y0ac5Cfj9Cvx(_O?!E^IdmL|KP+UfO_eF(K z77PVp4H6KrY+%7HBh+&Hp_t5ZnA>&l7lm68*p(&;wq%#kVlDX#W14=At;oNnHMImzL(oS|1IqW2KE9Lm0D_8Ms99Ve7SEQ4RXz- zy$}9Tx=vcVj%<=7Bqsq>@>2H@IIuQ-?66Yg5)pe8`1jDj+RL_%DGnwIeKH0D??!zs zNg=xH_eL=7Z?6|7!5itXmoff$iWh`=f%bCRQ9Z}lD#g@O}nu1sF$p5K^dQ49jO)-Fb=cedc&~jGC5Qi z5)1u(au0(-8>>A>QF91IB10BuTRG=Jkbt_CZPrvh1?Gi!dp9p_)d|B>ioHiow6^T1 zVa~QGIIDf{EX<-Dc|cxhw4tS+Xq`#;`k?1Yo6VRW`8@s}i@l052XWtqI6-28w`Tk2F7@w4=!s_*ZZh`?)J_lYI-1>D zjCF*op2iRlhc7O1VbX{XD&|F9WRac`zCaKE0gY&w)=Zy`S25Y8?@@UhreAPrmdVlh zBIHY7#B^@Ohx{rk1Z8}{{~8o^$TWd6O`KY(2vMa~RK*T45&Ti8G;Izv;_KW;$IxcDEU_C^m7})4eMzfa z4f^y&c=^{ySd1q!G`hw()`;|j#*4ouGiD{?VY1vcDX4Mn3JN_a}3c6J2pRr;F3wcKw5GR0Ja<*82++K-`A^oV(DHfRaTorD zbRJ^b59Hmql>>)ejDxLg6A_0maXZICegMSvgPbg~i2d6$;UkgA!-B66Xs@*ED0jwl zWyk)0P=U`LsY(*Q5Z@VG3v@<|#6x;v&2&zy?B49|S)Dx#L{mfATRB}i0yQiQRevfl z>hPupY@&|&f0uYrzxj^GlB&`r<#h(T`%|`VanO!q#a#4Bo&_0@EkLt25FPIuv>%PJ zU0f8|Qpp^l+-*_bksNE3YAIRGG^t6cjhL3z84}&bZ!_WTx1QQoyB%Lk{S9>p5I>IG zVO_xPQw-xSYgW6Er+Slmov4Z0m3P5_zYZ;9NzOXp2p|W=8|nv7UT6X3NIQOEI$>qY zd~lHDzaGE`ugVS@wVsEKNC$gGD(F{u2-Z85V5=VbCovXj!j?&56d+#_fWH$j{Xc*X zi5nqWx&=@LuQ1dQ`d092oj|HX&^B~sZg}dqGA&&5K>72Z-E_JbCjQd+q}V-0Zt6xu zxB)%+7A3^o1@j#w@mN4H^m&;jkn3|cXxZ{5g%pXX;hY$ncyj3>$WvwlrHKn>Yo7|k&1`xr zv1)-FM$C_#Xg-{^Jbi=MCb#%?W_IG1&=S0)pD%-yqmHp))w2w*9eEM= z+~uaiG@&!LeFwh7*!V2EHG-vdXUf>P?fJSMWz_7_zukUbmWua8{Y<|iT8U=#uQe;h z6%D68=);_u$X%dr4&Na@yWX~lR@_uQT67T5J~nRcyW`=J5+`RMEP1p#Ml%w#c07IP zlr$Ur@Am*sc1Ng>9H&5#r$?)U7#v_s%l_%6$auT!0?__1ri%}bmW8F4*)SKWMZsU@ zEz&fLdhjpZ9+_2>&QoA+P(n>Qgpb?WCJ|4s@%c`YS*#o z#XZPW&o!HeEcHr6ekEYNW zzI}>agB0>CN1nbp+UlHLfQqRToHM==ADiHgRNuN1?`XvS4dR&~A!|q?1bXa{1b{bX z#8;VG8-mKim{kG4Q3BY&y_s+p?-8OS4ovl~CF@UZPi7ra$)#UpsP9IfgNh0oNhD%& zMO0zA>*Ilw?8e5U!IU^ZxuTL`NTv$H;4X2E^d~%Q6WqG0hQe3EI*{J7HFYz%b|6Iq ztlKZX?0#>)Yy9cMRPp3^FhUS=5?Q3>ck#i{jEFHawOZ-*)sesz z42D3?C1$p4Wu|CK&yJIJfLdDL`33NNpf0N>NG56u*8Uh*PjYvNL*`;7!e0*4Fl3@p zDZ)7aX)8Z#Dc4Ubw~od;$MkR9iR|xSgI$+#?)ejU(fOBHJE5pP>o#t5f~26&sCd%K zGnPqX;h&v8!QG6uebyqK2oiUbTZq0BGCOtEY6<&G9%-&^IZ|Q{HtqUSLbGn1!x{vn z!z6fc{=@@Z;W4XUDdOoa3S-6-3m7(#vbxHR2LvGX*#o~XG~3|EXDaK+>Hvs+p(SK z41t;NnXE1qA!<3+P2;%X@W2Y+k)8G~n^pV!(b{xydp)XA46!FDtez5Omkav^AO-fA ze_x!!g2cXS)$1EWa0O>ib?Dx;-XA~CCsTdUuv^?)ivXDqf9+KGr=l>;QJHE$ae%#J zUZX$Of%l1sfvr%$VNjI#Y#8I4$C7w@iiABTt;6?YXr`7e7HLw3LyJJ{CYqz2XT3$8 znCq_>g*zQ^g*`#AGHNKV)Mak?iJ5)wx|}dRy!_G;t0hKyaE`mS-<@M}nsurOD zjDrNBDqHl}-ZbE2@M0>z0MeR>ZzqM7wG%uB*8N)v;hdiL>m$}iDEYfvh)G6lE}{;S zUL0S;xtnmVPtX#7wf^`s0_ zI0#v5;0rwg4jVWs+&sOJrkrxu%WFRWV%vqxGZoSw$&ZU<1~S)4W^Z#*v11!Fy1C1c zQn}!3DLM_np-kRIF#>;8S~}p_#s|>4Z6CdeaRmGNa-z~aZ;cuL`54Oq9+HCfoYS5U z>@aPp@M~REV2t!O^lS__uaGApy2r#8P4dJzUn_^rOEjB4(H;-*bxD~CGQ@X=Ug1IrTj&9A(^+m3QML9X4RXw$@_)x>r6~vHheiSGeX#v zB|NbRAqqT)ZNL|k*>a4*>a=yoiXerwO6v@dCX*&DPSsb9x|(3@vf80}YjLoUd5+9D zQQJt5p17kvVr#_R(kwU5F&5AIow5u^?58F}z=@g^dcGjZ;9FXguClKfAP?n{E z=Bl`%=* zkVR3lJJz@65$}3b@rYWFI5FE3vB%0N?nRf)@mk`!f+=4u2v`m}r4WWhn$3@zYKtC} z(C(VrRvkcggr3NPH{jsEsY8x6mW6PEXOVq@o zQCQUthl&x>YKF6O_=5``yxXQa3$fP6pH7v_Z zN~dkVFbUBJuZ@b}L*x_++vd`Q1#h(hFB}DNqo~E47%7uRJP#9g&a$BK zXbv>jss$e6cB7EC^g%;n0{*{7+4S5SbPOf7|znlaJe zlThog4Pp@bcI-b}?rF1xT77>z|n_M?kH4=p@ik_@6L(U@4 z6Tz8^`nWa{ip*U}sHYPto}FcxDIxrn08*YG@A0p~5%USaeIb-tN1zkp3UIrNW4o67 zle_u!z6lSdI9CQ?O>h+x<0fi7kn9)eb&2z#%WAZ165UF*7VT&_%@ ztZfh9qIs#ThIq*p5*giu(hxiAMG)>bgm1nkNT@U$iUXUVL%_O)l;T>$84A$5a?Z5Y ziO>F~RZIACcOylU-p`IrG!(RI|Gf^^Ppq#j$2G%kF^u+xTOaD0=BdcqHC*FeEp(n{cq}i+-G$M9OT7^x<>bt;-$R)7eIo!Ad z=pR#>x*@SNM6;)MM3}HlqCc!Wb@vO+l*g*4jZtp_d*@Oi>-y~5vRT9i`3a|u^%}ct zOPpsp>C~6w4uJAXtXqp95v|=`5NU8`Zhr(J|yr+m?q0v<3wNDtsyb+ zJ(%HR$pG+`mafQSkxd<4U|@weAAE%p zB86xftu<;vS&GQcRI~^AuPL>>+YVLj(={GlvH-3rI)*F=Iz1cR(Xb@<*Df62f^OZBTi3g* zvLR|`xY{g>PPR!V8lIxNc8)9oAX1=e0&t$)==^PS(2{Gy zh{iDy#mqNhoNdOeNE(iE`}jTsdNX3ZVKa+qNaUV<0>;wbTvqRoCg17~aT;_f=4>q+ zL2^>|Gb&VbN?xW$L#(|b0hH9;m>9u4Eya%c{7*vPKYax^Mtff~NQq1JGP=#ilbY6< zXb}R&D!N|M|FQYAm3)>7$T0LNN*|nUl;05htLOBA6nYmK*R$RLsFX=a|CP2^#Y175 z#L?$!h`Kw=9r8%)>YjDQzPbS^Sa#{y@0bV^r+D^s^oFzd^zlsl52Jv1YD%8Am|Q(J z)G?YZgI@B`ErNRhB7yvhusOBZO8KLSReUFs1Wum=o^bpdk`08&ZoD8y4E0MKBVN=B z`{3EU3h_x0myx$a_56OgDc6lcygE_9koI^xGC~9irZ{YKcwQLlN(^bKDi+c^%L)glOoEE|~doI+gEc9}X z(5xT1&VC*O1h=!sh#W1RYO@K6U$?amTIB;Ekb{$?mlKON;UMZJC)+z#M&}w|n;m-x z9HVN6gt9VWjoH`D0IL|7QBMyu)+nb-A0JZho>_j{fpI%)_cVfqZdy~EHjP@?+|_qZ zz!B8$*@T51+=FVkHF%2zXlMUW^BZ8v#Tb7qs7cy-+NypiDXo?}vP2hqQDn{16w_nZlAc~??^c+EmU}VNd{l-YKL%K>Xf}ko=IjGEP$&p{Z7=Q_8Wv3?HLsjDS5sw#m5LAk~umE**b;lJK%G5AR4=vN;b2-<(r z6lBEj@|!VlBLTWbXgnK6QFx*O-^QD!(vh_*)H{^;5o-7~!Azn}5MVrMvvi^Cx96EK z{2euEcs_ZRdEX@sjmLi)C}e`tupXc>(&`j5SfT`mLyrh!vpkpXwkk~!BY1%>Q3o$a z%m`HbUxc0PwJ)=n1eYokKD(&V8pqNMLND3KooR@qN>-T?H5gVKFqL(x3UE#Nx+b%t z$bLi}D!PQ2ET{d;w$0hD#nA~zCinUkNR9(v?nQ~}S(2vN@l)0{u;gl#;bOWUj`+IF z+fiUHP}az}ac@NCL|1BEy#$!K{!*^m9_@f#XFVx)f;q0Sn-PwrDSUJiy2)8&^Jb3s zx9+i6bid(sODrn;e=0yr0p940MSpJb_LH?x9_h*WT=d=2;s-%6iuCyWA|_~NM!Q%K zaSK45pw)XG{X65|1yXWspieC)Z*SXzDe zO6O?v4Db%)VTC_bFyLG`Fl_{uJD^k<4>HABcket5@^~Bt5Pespmj24R3lot36!%o8 z#C!{Ic_&6aH~e1Pydgu>Q@jAQX4$-ZF)gZ$Q!pjLc!oKT3|nJw=B^}Hb(?b zsXQxj#ia0#TCrXJ+PR+^0QYMA2lwMGYwogN>Ji}2ZXOnmj%qefSU0%KMsq(pkfq_S z82~18)n|?4n#MhM7rhp4leA5EFMw++o0kR)RFI7(ZNM+gK@?YFXBzQT?!hs?7|*aq zrMk>D=tzgjmb?J}45WBlA}%-IrBCH5I3$72Emlf3o`zrG+pj-6cEat&gOc|-8a}ZTDQAfs~iSLTn|#0 zSsk03p}!q0A+TP_2cI{&Z}Uc-!chBRQaXj%Z64#-J%6bM_&&aJ&yN+O-0x+;U6hHzC6tAa2(?T zV{=e7o!Hh)ve(khi+Km)&(Vxtq27$Pqo?;S?0eu!nk$*EhD)*%t(8^dFm~kpjx?8= zmKO6I=_v&5j)~@nbTMMUm3DbcdZ?Ioy+*Y4%ZhueLw7hI@&zrq9J_H_>W4%~;y%jU z({p;9jV&Rnb#bl&DPS>7z|^xM#;g2_m;TtOT5NrDg@o{z0m_X4|6{GQIKjvOn&sbT zKErMvfGHIn(wXUAG@v&|g1 zLdqD|_w1aG&vzm51zYB)?8=XtWZax=oR!Qw_eHG4Rx?x)w=C! z;DvhP|9TG;FpKy$a|S-XXnb5h{V8#NI@;ccQLVY^q7Q;||85<7Hyg2Tq$YN{TvuF< zB3Y#57HtZ^z1W}$+jgO|RO2@@z-tkjV|~i$)G>vwqa-H*TEi-HueaT5%0dpHInjD( zxME8vKP{waLq7rqvni88gH3ml51@1tXR#r$YSRb5GPmGp(?#Qii)Cw^?=^QVTjgzI zpRhErEt*(qof&R$!ZgNqL+Yr5q`sud`#M0wXI}y-VzBQGH;iIr3>(m5qbz~c1ec8` zpl?c^nm3=QyX+RLtw&dJAaV2e#Kud4qMs$zlQ5z*9hB}(Ip&vDCuNou3jQEzJXU-AZ3eiu8}(iKs_Agb%Fy)R-SX zL=5B3wABW@P(`oun-SA6STYbC?E@<2y0aQSp^Q2zN) zuh`QP-x&JJ|L85IfwX1o!Q9pu3Au^OfPhnS^TW4^<*69^-!4tAUzp_N4W~nx*_(7I z&;0Q%f^0JYrg0dn2!c|3nXtLuN^u#Yz2So(sWC9A{1f+Y&9Ed>7xHdS5%|-ZA3ChG z)MJB<4uHC*B=H6|@e?LviQk8BC!uCES&0IOaod>?P#bWc3wnrazSI<~Q_yyyT#il)hsA7qjBsnlmfY#z!tuxo2;~Zb%J18TS~HSxYo9P3J=X?8!W8 zJbZQ4%@R#GjF(?`)El?!%&U&$YB_aw)`v{B&~I-;W>FAraX5D?hOYCumiN(~HZWVp zmuak{hCJ@b1mgCl@9O8Dml=+CoO0k@+rba#2hS%=k=V#gr&3Z9Cq#Jh-VP{TB>a|yZ#V(V|P2l z^hQP0*@%~r_9+|Y-Oy*E0D%j6@KSavL9a5RH3+DDZS3chS2A(7Xcy&bee$j(?QW$3 z6}iK7+a6B@f*i%3m2Oc7Jzy7s9SS0`Zz%t&GYgmKq!invHC5;CfFnX%EY@_3&ysLo z!sFiDuU5)yAU}pa_&6w#RkTtZcijq4KtOaqd*<(6J2IBe}W^f5?jT=-1x2LLqYU^(q4HRPq!R(P zo$7~Pde5SOVAO+`^ghBVHSyJk{oB|qW<>`O=sGXTT>C4LR}&h!Yn<_W*Vtsk4n37_ zvsw3L(Ra4W$z?9W#y(;9L&Tx`B0GfcUlpW=_v7Ke78cZfDAUy(cC}%JcgBat_&h6b zdP(;};w~gX^f-{fr;3B(>z1V3Mk^?$@>r@KtI8YwPsF@@XTIxcxXUs$vs%s<>VNz{ zls(|)Iv?ir@frW&-`!FdDN_sT6Cpa!=+4%4N#t~bYY0=UPN}IQ6U+qDlSgh{EeS)K zA4Z%mbaB3##-kY5#;*1@a2|XE_?NpL_MbPNdJK8BmFfR}-N~_H%t42OA($m@Zp_R0 zIu2w^Lv-95h7aSjsOiB$7UUfq22+Y9Uz16r=845-TUpKnTa8aq4O!@zMUL2{R(*4f z>tABix}brURqT?4Erab$js3j#K_hfXK_u%@E+$j1XSONL+9GQPn_+aE(??@ZU(zTy zV?)||79*`iAQlKL0~IVCy8wfp7%PH z-?;qz1B7Ew(MPzi#>-Ei^A7jY+(3k?H!oO&CETNxA)|LMXU93F3y!Ox9GYL2nU_J~j; z?39(H;CsK(%tOsQEMMmvzb5?B{}7tAp%S!}>Q}yVUWB`Px3Y&$0Rsr$?G$CmA^@c` z<2WlIJP;&-Mf11mSQ{yL$)?^RTAmXvh{=Cn=`?JHpcB}T0paILZR=1}10*s_>Ogyt zLMN`ZjVZk6M8V>;@2>%Bs^OH@gh{J}guys#pTgNs#aPybXQ@M$nUuLyo!nd7k;L4u z>789SIK0)obxCHD)u9-UG#~}maqr(7QMN*{A-qBkIRU363kYag;_c~idtvHop-k;o z)NcM7sDzMC0WHhCpT>1*CjDF$yqdl= zTwc?}Q|(fWnv?}a*lox^hzH4_kDzMtG_X*29_@N$#RG3(89SKfw4LYE-gS_;@WRC` z750+SMCpV;Q}4oimJ;A3PgdP|TYXM2mb=*iU<|oyvJf`sw=JMon!jwBdW6V9r)`r= zq4Cr8ZdUaHz@|V%fo(3+s0oot<>^u3(s0`=t#-OMI}i{}izxt`<7M`;?dk2=>$%h) zi7!D`oN|oPO=yq7u!qhkLB*}^%=Avwj0!I?I_o)uf|f*Z)IgpJ;sUN{Q?BA{OO<6$ zDM_JYroWCQZ;uzhkBC`f))WGUnJQ?4t#bQb683fsuOzI~D=e|ge>B@?Dv5p6j+}0%+9RHYH zChKCjHMMht*#iX9G82HO^A<9E!#1YWg2^C0z^yp+z_eV%Jmy4|MX*fc>HM#yfFG3n z3CSki=BWPOgJUN5#wtEqrPZ{BWV|p&Oc1QSoFqdP#jZ>e{C0sDD&sUe`zZKqdTRK{ zXFNvu#P_UM(~6=N32o^Yq%9rUV$ep>-r5Y3aZd6{0=rS4x}!MmLduhqiq@2#{gHB+ z8LR2y#csarVb+7D`c^Hu?MVkl>)DlNcf2rUDk0U3;TbvFoG;!h?12Sc7SsIuv_(mP z9d~)7Kbt0uNq~y2i-Ac6Su~xJCsBYq>9fdxlxCJ_KS;rUq?tsp;g@GZNyC0YrlRe1 z5^H#YffU__F!^LT#w;d~&%knlVE2=px-}5}R?{35&o=p}Iq}7^+V=c1g4o~Q>I^HP z>3RW@wQq$flhBbXOD&le13G<33VOFsphlk7Yn|rB3>gUaq9XC zh*l86gwAO-Ex@IMa`Y?vU?LwXO!X4c59 z7q?wi+16$maj%}?>SOGZ{zT?xtGo$p$P1s9E-%PE1ye`apu$|&U4{kz7Xw6gqo_K( zch6Gx;2LQLgq5Js&cioHzCu*c+f7TvCnEY>X^~EgU{Ydj+Q?|)y}KVXj4tWe3|~xm zD88qkV5U_yVp|Ph90a|6=+!rhMZ(=D?Lke~%sq9+)#$76HGG)}mbG(7`bK~O)R4v9 zw9=0gPm;iSuIRa^j^AIS41q5f6yjdod+_mv4g-m| zSGD!n4K3>QxlE2w3DrCO_Hcept+WUyylAf9>M;r@U4k4wckvew1DIQjNa0_J+%}1g z=#`#itIkwcHBWiG(1cF&-81U&4-e`%St>?_vu3p*s^>X9{3!NsO&Heom<1aL+F>rF zPFAHS1zcDxzdZ@wBT*mA!r(&U%7a2>dnomsQz;ve0<`SD$4q#w&(wNp*&jEO9s+&q z6XhbkPz#6_$zHr!w8jRX5XpD^9YYLtFaQ3TcNx4!!D$ej+!grQVMlaXyvACq0dsT zo!~z~a(Tf<(XLx3PzDlEesl|+nF)vRB3w%)W~`3#e$D+bFJ9)i+Cj8rm5)+Q>S0kt zZF!zJrbu^E!VR4t8Pgz{e_y*e7z{*wU!z5lbD_#RF>oVP?202JglE~-6RjsGU83(0 z9|8B>b#A#s(aY4bhazH7Ko{l2tV)a6YUTORZeDWa?E#ucihzN^#I&)=>JM8gb0^@k z6YiTR58zT8@cvppK{lRifo)V!8L#AJ7dHL!hzj!~QIiT!uddnq&6{mTfdljcm(#xY z^xrL6VT(e8oj$QPR>+0d;mad@vu&-Gn6NZG?^wgUVC1Q4|Jat1y$ zHX(mC63K+QJ)jPN;b1Bo;JRJVf6pCN7e(HWe1wjPTw>}|_ykU+f}fd$&V(1m$F1aR zUM6)f?uIE%%EhA!AS#QVk0l-_QSqg@<^HqI6YjNLJu{6$LbK69bp4Kjv2^Kms#@l_hhWoUZ>s87ILHhs;j9a#K_E&10;Cr$6>w6yIKhyGa$ee*>^ z!dX*ddMm1_jkJ0U_qFAx_bi6nK*2{x51Bcwi9Jz};XzoS!qboHc}$q6ct*^%*y^W2 zCgV2bwrZiq%hR6HPQ_sh&7ux7dT!VWvLTR!vU^Gvt;TY>&0m{&(h?#F~T<5Z07`M#ewHwQu?=XE_BZn6U&Bl1jtv~x3qg)c z6Cr1U0*|{n#KIt~*VP+!o}kW8Kbdu=WzCIuVw38MllT!<)e^vL(|+>s{g-KJdXzVH zupyvG#M$Q{dyr~(If!`r4e5M<5hIn4$PpiUWp+;Xhn?7BeB=@h5)!0GWBZ7T)fz+ zCSi_A;R&tXs{V~puF0E%_9FRvHUW9QoM{olVw0?be<`t>utAYVsv_%7&-I*MBU7Te zrT#`T*h$*(lmNR}w-qbRRCp6I(P^1=es!a>F>|46()5}+)Q3d0*B_JB&@Gn;BL@J9 zbN=x(Lfa>q7EDi;FeXo_Krx^B7iA!p6FxSxY$`S+^ntK* zD@mg|)ob3WgWmV~4$TyKOFTFeQS(w~$@Vj+_h3qe%!}|>v^jfL*?IfMc9=2*Zb;8{s#?UOIuE|~fe$&xX{{TNGD!37WS?hSm ze^X?Dv=X9m;NV;uW*=1zkT=jIONy0kd>89fnW90#CqGZ|BS}h$5~YVCSEBWgctRWs z%~N})?`^L`Uji6RQ^KpxeXM&64rFd1&H9NZCbj@aE1o-}ws=byiH+J*~hj=RT(&r_NE;F#QBB~2_PQP)7m%nwD~?t z+h=VDCFoI~+$$G*yzkuj{GJcI)LbTBrJs{-7)4WSfqTbfJv3t66?#@-`SaSJ7F*V! z!4y+SeC^v8DmAv8=3#-{5w^7>QfVdam(Y-QH@VO7+psBI^2R-qyZdYEE(y#Kpy83G$oNpVFYLatT#_u5@=G7>rE;pr-&JK)Y)?n9BS_Dm?IG^IGw(dYnp+IJ zM&B005N?({N%huG1o`}Li+`GSj0**~3~8E^>hdTWi9PP16}dPWRtCu-ICKhEuH6iD z-bsiFK=Eqb^A!w`z)GVBC-C|*rel8_ zFj(F!!Q>wlnQyFF810K{{fb8GC$k`>p9ev6+~zQGXrqnH@t}E5#HV1f>{rq`70w+p zkCvDWIOBgwtb=OS$<#3TMVR)&yk>j=bDx>(jiMTIJ?QC#S$-yl*=bq0z9A<%b5OAl z67G0k+nE}+v84gv%uT-|r2Da#6)%={XR5|J<_pKLH_ht%5LyW0r){4bO9KL_T|DJw zHWvI_^xAq!yhW|8h^)njEq8irR^VIrM_OO5DdN7e^w{wLt7q0FivVcWTK{LP_Z@4U zqVF7j4wMtu1V6utAO=2bHFCRY`3(I*tKk7649bmD+;1HLg69DP;CK1s1e2B0S@YoJSC35b9jt&}= zQzN#vER0mJoDtV8F)iP@hjrT3RQ)4g^)Q2Wx3DnWY8`jKREt-R1>@lH39E%lJhTp+ zV!Epsorgyt+-&N4Q7=?!=Zh!3GiDxaB}K@hc|deYd-tmvA(<|x%9tkT;5FG%h8mt7 z9J*?~qp%L8nq;4ZJOo(S`g`M99~ToxwhR@`Gc8Zh>C^HxXSmXeV;EWytZ1{6EhE_8 zq<{j`@_u6?oGt^#7cJTRYMissb$gn-ZgzsYa2Ufd0k|Hp*_^4QuDR&=2phE7T%&5z zoReh_Bzs6jTQ!HPuUaSa0q1g)TuOn3s9+MhWZ9faX`P-voZeh$>BC%QXo5Eym?ccF zJ*Yt@xbaKh9ry4zq}NPF0P>R}tN2dIr2@GN)*P~%SJP{y|RtYF- zMQV+Acyc9C`~ZFrb5Jh&D#sigwI&@bq;C%pSdmQP;vPL57gS>%i9WZ=`LlN#& zyK*)qcWH;~f*zdm*xC?2ZNrOai)+E`2?p0xJ_aZsF&smlQ`s}V#@#e_lJ~a| zl2O(HSRh2NLV8#!fPZluBC}2!2LULz61&2OaEL?@K>JJDmKP*%kGd;`Ls1+7_Ox_& zOaQLu1Pdk`TuuYlKT$b@q~S)krg=0=5D#ts8|6BsKHh2*KttIJPjLNvsPfJ`A3g&x z*yFlZiVt9l`%YUm|DF1NsqURQaAKiC!A_V@R~MH}bCp7@q_^Pyv-mzyk9-NJNPo`y zs0gEG94eftgb?LKi#BmhQSf3zP+<<)2)umfN4zE@$s?j1(}(_pxZnjCR$0~<6$v*I zZyMCsC~%pX4X|g>Lxn~aR`gGfuVtnvyV?R%XPRFd+bD_(P-VT|xDehWSh0Lf=-Hdw zm|-6*V?>_lM^lG)eL20-p?t#ZZ46Q^O+t4UH&?1S(zJ1H8_exYEa=>3e=~zpP~%2? zP>(B%8~-Wt!G%)eQoh1%QpRfE@4d$|C>l#Bfsv6b-?TbmKa6NxbR~P7tZKSY*4zaJ z$gpk+JVu(H=Vm^_f~4I%ols^$W0U>CU#sk5?9Ut{=q>P$jk8OrY?)zH@Y!L@s*JdI zs4MQe-iY}9dkp*Egcg4Vyr78KjGu&JJE_NIAnT;;4OOk6V%#|{>&SIuW%LLg5UO*w z@zxRccUPs0QC_?|>E4&qNE|Q$T`U!$9WsXdZGeaVsWX(!)@9%d1T1EFfXueOYf37xjRHqnN2L z1A8#$30%Nfb6PBDh9;+<#kl`-s1Af42S${vWX@zKP-}H)S#~`9mP$Nx0Q!C!JUEe=367>t;3kC*KyF86!`GjU*-1Qv=%9-+p_#c0*Ntkze5EF*m*?_AX!7dF@l zEwC9)UH<)-LSz?<1RQi-C&Z8mC~JCiLt8zOJaj`U(Hn{oM7p z_G~btME}}0*;J7q_f{&2&t!97Z%7lQKU_#Qw=gJG;cW5K6cZ+6>Qr1qG4Twf$~z`0 z^tO+b|?FY_lXp}pL0bgw&FWUj9lwu8M?-mKCilkP*bV*s0w zywaAe1Xs1`!?5B9M(Y@xr1Dn04bIuu0+VyD9EU)vgL-RzLTzMI@FKttQc9MKiDJr``< zs&4fw=`bQ;H_o&+Cz}0!I4UPWB?{!r(TEU~7 zQ-)_PDOYdk<*rX#8`IAl!(LhmbJ!Qiy;6HtR4XX2wb>qI(uikbScv{0Bu@Ugg#WA7 zy{n!(O#HOz8tcAKnwsYLmD83_Tg%yDIw73Gn3@&o_lGv1%qll^sb75H(V|YwN8|5Uqgob`USN$*<|*z>za504W*4&zMl5M!`Xfh%mmKW*kTl zgY9Y8@vuk+XruyjC%G+4LktFn?0<+}(*xk9xLn0oPm2AZ87pFbOgVk@(x0<}Z( z%BoLIQ^rOJk{)KPWh*2r&Zsh1;Y3e>{0PK8F9aN7SE)>>BroGzFTg=uOlmD>ZB^xx z_anv{LskeEsuo$Pz+QFI>FzaauOivr$ENKALz8~Gt8W_hAm9jp+H$M0_@A5b4MfZo+|9qSR*A#axZr*+gE5bYMZFpq^;j(hfN;aNE#@G=jP zwS{cQ_Qr=3KO+sh=A9cBU=TKuoR|XJRUiu3hgBaiOW9PoCnxsdgHKZ4hqjiB_wGHh zgMjuQwc`$MxezU2?rvnT5ot*XRUWm4{pQacU?It*wP%e-#raWY@@lBsxjs8fZ{fQA zt4>eQ+Q-@2-?vbo?lMN~;&$sW=jOSt^uX~e57sPMsQgnx9Q~rve}&-mbpnu`ZZito z^4@WZMizFp3M{#6fa{j7^She1-^9P@-g3L4_y_cP--hgHu%r3XAwt*Eo&JUkElEvf znYGMCym7_912^ySF5W-wchfSV=*~dRuJM-rISk|fp;6ThmN`mG?!c+ruz(E;YJ_@0 znN-tl*Dlh1>FU{3s~#6xIj>oSx$mY7Igu8)ck_n;@5&MAB`GJ`kkxwOgiw#8C1gIQ zo5a_U)CB@`KAV`AhdI!cru)!}JKm~4JC4JE$$7TduLD^69!|*{10Jh_(m9#srIj^e8geS3NgJl!Ol_dg$%VS}|BQdJR zG?_OTjIe85S|CL(_xLF#p^>vzNUr+Q@p)sf9*tb@_06N{SwXQN&$%@P_?5PzZ%ZyQ zzoVk99=C?IY?55kMBv&#o-ua_Y;51Y6gVxiRb$-js~^E~ck6AMU6wFU$BHpE1pit( zutpxwTve^T<8bbgJ7j%4&;nHPjF+}kl!bi$$c&Utjk5j4ZG}?r8l%v5^Ztg%{pVU?@^p*pB_OGy$83}{Ayb(Zj{V#v#*Q87KzrUvRn;AGzM1^#=)D4?E4l~OmDn^Wu7Ci zNTuJQOS{QNeG$LbVaCUv&=B3{pO0xRE}#kc{6T3>_q{k`?~g?a zF1yC9@?KwS528w^;4wkpHJdw8#~U6oxVsy`!>XoxJ3M092fauH;%HD>k8R}>yfQ&1 z9*Y}E;CB?`h+FvsQq^hMV2YTVv}&94SO)D^9hNwRAkMgZEihefv`A*r zkeB)lp-#qUP4(@9%69$5+(LMPsUpE!H?49n(+mq;^*WFG<)6v?|Z@;9)Wyrg&fGiId z#@Oc8W(2UXRZ1EzHq=6Jk?J4jzR(=d zGWllhy8&3=;jdyui$6>cpR6CRo1Qd&+Z!ddzc3f@1ru0|yP?e+QtB|7(i8Gw=?K=n zQbC}aAE)u~R;QwhV1oea3R2%=guWDSw7f}7g0a2IQ?oGBHcr>tKQ-#0R;S9Ld7GKS zpI9;qTLI?n67pd7;%G`)xlIU(oq-rq9&|_WFxr4>5Bh4gw}|=juYIWhqX1_!?!k(Y zuzRBY=7OPB(P5H*4=<|JbJ}mP4sedxyhzLwq(p zyHrC+lO2pY4iv`G4(+BM^ymJZ0%lse*y)KXtwvyLQU8ZvLC@h+2TrEPDOrv)1V5|U zcm*wji`f2cFwQmQbBOq5mvViyhoq`N@Tdur78tqB-tzqh=YDW*Jb~;Adk4MX+zLs9 z3!~896T>!?0&<&YsPq0*S&Lwai^>kti|nudlnX+VsN8SPjkS8@7fZ~7`kNCXNTO7p za(Remt@hqL@3+;71FZmww-;3Xj?$DkA2vj~+Jvw{gOWIJqryW&3hgY#N>ODpC@ZW%O2Y%IhIG0*BbwWt@Jf86e%+iwHV;Z&EB3b*%SDSz z;=bMWXSTj}ujln{a0I(7gc$pbN*zTd8guu9T2}cr*Bg*l);P@($B1h2mb}0S<7j~7 z`rd#3=pUV(^Gp0?hf5CeRE^5gS+CL>kyqVfKtmV#-L@MxT^!l}&tjT^ zgO~XW{2Pz^#HifdGh*#RQX>`WcGK$^1{ZhKiAv^r+0uUwmHBt+Or`!uD~1t{(nAwp z6T!YiX8_*9u_1!{=>YJruwKdyH(T6Ea*7p(6xp#3-CpOOy-#C9R!a@{z=DVGGw2RW z5?c2t;uzfY8Ov2)G4x|DFS#x0&PN~04bjf#`TtI%~aY9H0Y^h2kLH79G~i8zkOimIQrMTW-vD2 zF$3ek{&+DES`ERF5>#*yR(QH!IW#UNj=*zRuar$w>&JIWe69#5dlTO$VocWN7_dS9 z=>wW(*x6>$g`IF}k2|M3*>yW0xYy*qV~?R0p8=$X0C+55j(@q);{;DQwYTzuGY&u6dgUgq8n3iNG_IY69>~<=kWdvGHy@ow%jFgEj3^Ie^zF;FbY5M(jPGT z7X_;G>dy}%Kh-R$gu`b<_jA8m;{Dy{93J~(oDCmgeb*-&>F8>{Kk$%YUdP9^m={Kc6o@E8G47)AH;cA+qu?_G}^sU;pv7;MWtqaD2+FL8PhPSg0 zA<(;)J6I(}t1V)Pr0uVw#C6VXx+rYf|6+RZg>@ju#1^e&x-_K?^5M$mihnU{8((>e zEkL=E6N0+qi~6y?6N8r}Dk~QD+HEsytfxAgfAKv2RVs)+ob+lbujkQ<@vhC=IS8Bt z*a-bvtMN3LX90ato|xa~6MC(yr7Ej?Q*YV*GQemjB3*c#gjAC5G${lebm=YB6%=&e z(ho{^-|ttR{%lyuBAd}*VGpiHWK7KCOXWa`{9@bnEqQY*O59#qFz*`oGN>fO_yWHD z3vRVN|MK9`)ynPs4JQ=ovIT%4d!jyjK<~)q!nvC>H$6cN$0BVUyYx{Ek5aN;Y#vavfa4=23(87F4TyV?fCt z+~ikNte+7}H0@o^*~5|Dot^9NST|dnK{851d10K^ElS(O&rRN`>hOs-OEAz^SO2p4 z02QGWhGiR4`Tkk2Ci{AeP(e)0r_^q6do9#Era|5AlygWCEW7l_MM@3dmsD83Abo`K z8t-J>u=e+5t(n`N6Ae3w|D|z8Io^{|fYDYaGa%8bL9tD%Ijs107*e`OEVfr=cYn&vmK5P;TKIrSA7 z00H{EAAhMG{afInf4XEIm6SKdZwM5I>$o4pIzn2qoCX5lEgsly5z{L$S2(O2_tbMC z)GCE$1RbVpeMpQbwB*LJc5?ATGWdDnbwM}ja==qB5EXPR z6Zu3iYPHtCFE2%b@)+koW5>o1mYDY_Fj(+bS*jTbhZb+fyN#D0>~+5X1k|VL8(feA zJCZ^C?NJpgtk9|7)BLSnzM~s0zznIGFsNrxdx|qJ z^a{sxK%}+f`hgc%hbHdVUzr^#;~#%)mz#WFOw-bV3yn3#ni$}rjL2#*#_Ha#h@7Mi zB0ancX`phNiNdO_h#ki-7fbpnCnHa*D?wa+HDG{a_9gbqC#}-w{1`#2N6e!;uOv0K zWUhB5fnvJ?I6XJGU!KoniLlpZhD)JPztxY=IL1ZNe%FtxRxa7fO0ZXJoFT5PELu1* zksWAC*~ONimsL*ld%&|jY7P-m_4p%>22+@X*a{){a8i$mZ*sKiMg{1rGb8UAwbirp z80}5`>6I=%on8)4ONH_U^4km7jdm~(6z+Kl5T_n6j!wieDrfL9pa*sRW3Y*he$ETT&7BagEdhjDHu zX6MbATny56u4&>JqA2^`si?I|b)h0bgPqy6YYf{kwePpriyOx}l+6c`?b&mq-Wx_i zi+Z`w@^q1%d zxc~lGh`vyS)s8A1158SGo2a^YIO3eZ^D3Mi5DY3Vlui(t2?4Tox4-S$z=L-wIQ zkI4T*Ssynmuq+)SGOjin%AJ8GneNLC*+YKW*#gcLuwN`6cWZH1JJdj!xG#Sm_!s6< zul|xs1>dO~jAv|LGnF|)M+YLete$UqQlDT3M%8YfL2mKg9@{i{n>#4N8(*|s6yw@3 zEr`*qpVuQW-G$U0Fc!O2wKsl_)bT3KQ3+CD4E6OwRHH(qs$Vm07nhmem^7qJ==aXy z=GLAy5I0Nk&e?083GH@8=g&e_+h53BK5AvxP1p?1lKOO>krNGQ1u(c(vzV0geS=-_ z|Ej27s$Qkns;LiP>%;INbz%k=Uhsq<|CP{dQ3uv8 zfMw5-pgZfAmJEidGO7PhtxyB+=fgOqexVi}T;bQOuH{s>?tV8LwA^B+yXxeXCA+A< z$s)aHOusfVTmkZLiSlG-|FbMaZP>c&66=G;9 zeB96$o;CV?ThavMX~uG4)hGe~Hq?iYKx7BX352fy)E*j2yd;Jx)WJ=4>gR5?yj#k5xo;uwDT5@Aol<+f(XQnIxo&{_vKAQ@oum zWVpV-pt;98P*Tnq<{cP*6WT=GraIjjnrh-*IMJ9gTg|K1zrF9>DjVvM7eQP~w%}6t z=&vE~)38$Ly2XGkcpXZd9lP+?UM}^E3sF%dU#tTPe05^+Kl>p{5?!YljfZyD_N5-t zQ=-!}D$h7Dki>|XncqLz_V+o^vwQ8deE+-@C#LP=vd2b@)KTMlezQWUo2@typ!W6} zz-yOE6*ac8vhLKnyG{o`JV}Bd48w!pO-{BL9kxA4;j`w-qMab~m0N%dV zc!_Ul@~Mp0espS1D@Fxq)C#suZ&H^>O*u}ip@GfietI47>sw4ii3&I8%{$(oKt7kn zQ0Q@uyESy5MZ7|$)V237DV`w^R#L6;tjXi*ly+`$)+GiKd{>GqV4LYj zj7Bhyx4-3GE9-a(xX{x~3OQYq9arAYeFj<9|NFr(9YFR;72$qe(t-*C|N1eMM*ILr zDZR}y;9$dL?YQ~ui`7T(Et)zs_3us0=MJd;<;7ZTI<#RoW_)>xGC?N>Qk_Ilj*PUr znBc#EWDL`#mLmHs(4Vn2DSP)2I&0aw)Y^eFos4}8H||IB<<5zBhxruT#I+aG^GwLGNTeky*&P&eI1_>} zkd?nWN=|>`E%(yVPB+|!>guo=7e4jf3-=t{g+XMDxZu+;F;3+OhK0_&)4Bh%eG-19 zUibiYL{3%wvv#1%2xncgK844jjFH|?K-G2F?r0ge7-@Q)>=Dam@n178?A*LlykfM_+>BSWE{tS{nKe6AFNSKwAjCKNrKi zbGxX+e0%B&vY^D?tLDt{<`8e43IMg*ZLK{Y+o{~~>YQdob`EWPyg408N8n#83rZ)b{Z^DA=HB8Tni6M$l_&=>0JglGIYj+yi&PHjg3jzDJ2ZLI-7h-1plD48=v- zX2pTLHgYX)WADQjXjvh8h>7k8$ilSo1%B=3f33rAAEramf@C=xa9eK)NC^H#(7ifJ zQ;N#b>{^NuUumk+`dwa0Hp;2kS@5oZy`t3oqbZYs2HZzUNmdyXy>W#-r-~ec{7508 zNkL1-UdtST1k%|D|6JS7M4z8w<6llHun6F2(?=5Ds=jJqb#HZlp~tSP`6Pw;Z0hlTpOJqW`zIh;J=w-GkydiRKtH^9W@VD~FeD8w zu+rqcqWYU?>?K89gT7PCTMARPIO@&?i{y@({rsm?B8#YU0M8zmGTI8pi0^TQ3}(`J z-6EmP18ZeH0xWzm(||fh?+S5w1bAly@N38!Pea4Uu0NzsrYG4vi_r6 zijDpH_%%I)WcnmV90pO9_{aD)-ohk8Q#^IAC5LgLVWS#oel7nN1WqAU)>PQl5yT5q@+Q|vae!(fla zu#0Nm4M>9R-xxuE2I@WQ3<1q%Vbq;#gs4t=6f8B&*iyX?a#B5NceW~Rvhx0_RI%Yx zdFD|?PtKm1{@Wp=F0?z69=1If0{6VAFGPqFz={k%bqhP7g0-YqeLv-gjDy)T9_Ds1 zlwZ_hfrXmHFZpP<)Hh79Ytk9_38!n!hy|_{--+%W^4~tR?qsguG zA8f8|BTq0POSC=b+U7Rl=A|rWJ$F`TRXkMAGP1V{#~^BQUUF@3+zs19*EAtyz|b)g zMDYSf4EriD%yEh?2gR&TnV-m6N$;mKn7SNT(wuz6K&I{#zYaSWZwza14ns7jXJM0E zH_(vga#U4&p~B{3Tq(5dRRW&)Ii~!tlm+RyR_bf+<^toWlmPq>d0MA*k2|#iVdTBm zVF9AZ@yjR-A)Puj{7mBj)C5oV_vyI+)9LxFq`dlt>*YWf_!Hf5L2@ zFi|$&0TeOIUh^n=_(R%MTPJrj7WdlEf5Chk9FuiI3OX`P&dxhmkLXZ&f2thy(;#HB z*)&f7Nig)*xZLyj_u1mRru4pktgW52Gq_98L<{u+OwdJJl)PO5n810cCxGAR5d}(D z#@kp8RmkZk-RiF=rxQ}tSG0eq417`I>yGeq_urC+1=}zH$Vm z+HhvAgMr#1f>xS7c3ic-Ai8=n)ewKN6c%SvS`3nMnJ)o59R=T{HbcF-i1}G3F~qX0 z8s6K-{*&hQQisuZ`SVA#wzvV!Oy@cQMVQtAPly`!;PwZsxbyqTiRwovNR$xqbfPC( zkR(L2J}23b7sjrp)J4IY_g!0}bM2J3S^y9)AS1bgjIHz#7pH2=;YF0g|Odx~mK z#gksV!_y5P@AdrjQvS1CyZJ;LGnq{t?;74r{7U7m6NKk2*ym)Lu4e|7=IWUYA<2Va99S z5+48SGtcRU^q6Q+aa&=W!JujkOc#I9o@5e4}~2_z@*<}Fi-nPNt< zSdk}OydU%a+ITZsucIerA(1eSgL7<*_2bbD_!Wdvh zCFEAmUk_MUeagUX3mUvsknYNfx$PE(cF~VG2YeL0_Pw=6ir}v(1gvunmn^Rjl@352 z{*PJP3h;M#rbtmyiG96mGeZTDFMQN_y@<0NAnQZ9ZHg%I?pk8Hbh#)Y1l10LP5kjx zEZgCCrg(w35A$1oDXNj(A*3{$oGHi;?Y1S5D z3b}z%ZpP%DLF1P55VUrA4`&9bb41nDPW%)M43e}`cb1$oW+X`?Fc1KgtZ5u$V?^NH zU6je5s6;Bml4oIGK!NqVO}P4#{)n4A2g(^ciofN)yO$CtHwFAq7q#|055FKLh5Q%X zuZi)HSn8LD9cK0if7NXvc~$>@ZGFgrBtzTps?9bsg6zDR0X+Q)cfysC*C10FwOJmo z?7gWvKq^4+ejDe$5nc1w`whoaV=2%ziF#*pb;jfnlv%928sV#FQ5i~bV_|qfjvh$| zgAfF}o_GOc>5AOG`7Q@gx}zg&SSreM`tEmhKF+rj8nb|&_om`y5G;EIj3K?JMB$yk zeG!O%KWCIuW>M@W*naOLCok?rrp{cko?BmR!m4oY4YZ3#V~$AE4i8 zbR@*xC!e|90gpz&E$(hN7#9)2K({e^11)>1DWC!}^x z#@jB7kgXw^RTUOMoAIcsbF<+ui|u;<^2errN4~tEbTT0R{Q&x)4v%Cm&sb@DE%}^` z;jl@vJXX5?4pMd<=`4-{hf|9w9O9oheyx?hVY5W3$5S}Qbwl>-bItvYVchJosA$(z zkq#D%+Uzx;^`8Vih%3L1Dr8~H8b{4wDI_0{vg#@~M1i`krmkCqsVB&%hA(ksj^jTw z;P-69C}DpUUCxm%d4=2R)#{~*p-UC-uv-wddmvoZy+!$`gv!LFXn*QQT_pNa+kYqd z1Am?a$~8d`w4!u!8?!YdL?Io%0fGA<31O*9Z#h^$l-7}A^7Vv#hX(PpjGdGc5oXt`RW>|U2=-C{l#B+pI zekde@?hX<-X27S5BN5@i)uAa8eZ+v8xB80oh3eU zDDRWELnTq+XPp61P>+vat*{pxR>{?&q*VSobAwz4UEooMM%mg(N3rnYpa~(I5DijO)h(}zbd9kQB=TKsqR~TC5gn8T%QR41w$4gYoQP0-G{{<`LoUlg)XcX| zI2v4O%tMWu&NWe8)!?wwhzRQv+%|)<{2!l>I;~SY3*5F)C%hl2MuLQkQev>=Grdp( zgleGIueZ*XFTN^Mv`b&x#uE|{9dp{|+5Mn?%)ScLd(C@>6g}{&<$2?qgDZOu*869| zOH-M|A4t$RHW0tu@sC+^30-22^a@toU$CPmgh)AB zQDEJxc%r2Aa{YGQP97Y%CTlkf^=$GE6AUoqf+4bM9&RSUZi-23^Px*YEgCm*%(6&5 z>SatlN4YP{K>abF?Qzu?hVCmsLr5rjLgX=kcTOlf*EHfSq%&ndA zEFoo$V58$SUyjUz$RB2;<-roXDik{Tw<8ta&9Y-Ld>a}n3DcPD7-iSA+ZlvlG$nwK z-my`?7{Z_Z{5YtAzHS+sxAI(udymuAAijMcwQqt05^as%YT?ouX=s2-$^*u;UC(-O zCZ@+jd5UR9JUTaj-`=!>mED(|tczxHQQ=|poU_MdH_K_?k&jjWZ>u`8D?@jwYPAjx z51l17u-lky2Ul-ZT&xM=2Avlj=<6@U+y{G@&t{p?o*R)#gJzD%kfN)x$m;wlw~KCQ z#0cJG)bS1B+&ge$FxuT@?=3hj`zXj>eI}|2<4M{8ChQJXuT~i5SGwbhEU=r&`EXnn z?KNlrbuO_j^!VEYSgZ2|kk&ikU79__cZ1r$IfTlAEc_UebucNJuj^Ub5|;RPv_alu zL2Ho{0Rv4;2Y^eKu!pabuYavDCfai|Aj*00)zAe_6{6{PEdV=HTEha4x8j9#xzV_ci)A7I%A_fLRgB~DYVRG~(oieYF zNs8rA`g9z&bY`88i+wv|Pr~HfT70b^ElO#yZEa;eeA2p$O6pUk_WJtD71?y|2_{RY zFV*H^dEzoe+Bq<1N3ll4@A!`4ny^34iH1|%F_308qeMBkMA1y=w5lB(g%CR5#sHjE9D>f{kB-Q{2@K>%> z9%HVbS`JGo&b^qcUAr~XbR0U?C-iutMMIXiNX~aA?8AOU*n_IFc z1K#4E3<86kcC!!uz-9MfW(;F-WmMc-O6Ca-mK|^uwzXl02&TA_ezU_KMbUq4&_%R? zc+-;+Q`7n2#F3ikBw89-oEq_#%t-&x%jW(ybZKo3;E%1rv%#2heF}Ao$HRTd*3ena zsRLZFR$go#G%;8(n|PGbaDco~qO#WN94viKB0^)~0TLIoO|YMdOakb2hBW+?tYT-u zWSUk1KiNbtyHdYU{KN6(VPn2`6hsBhg=P?EX?`KL!O8FznSuyfbcn)U95z6G847F} z=@j4mklJ2tCRK!zk2ow6%sq=i(M1_+3=Z);+ksi(TVDOFB@!XWBJf{zU07daBi5t> z*myh@Y078N`9{WO>eUA~)46W2WJa2OsEOhyhl9n`wWBOj0aV`l8ke!xphfkNxlc*$ z72rLr2%OX3fL)0_d$Yk6Y$R555ktnO@anQ6;;jT^T!tBC)OXXRVHX`;Phq?U_p1#@1iV&#BU|bolj}L$h>bcP)^C6!L?p}TTcJS%i8yd&mn zAN|z>IyOf%w~~^sCa{Um$xZK5qAGCHs3Ue5-iQlTnqlSI5GvUZzSPG;WtPa$+Ye`q z(P*#amONWDoVB?GxnDfTNk4%cwC{-gOnGI&C-l7Ur{ra1a`(62Viy27?q~#?b~lqM zgD*1GLpO{hnlUSGvtl~Hj9*XJ1vYuGO22$uRu3hqtX+Onlq7u?*e&?F0KU(#F#v4+ z@m^JW=m2b_BR{{JT2)CMNabEs)y-1;hQ$g?D}F3LC*+2TBxj|N0Bqns`rqX^*r%FbpI zsc0E{)5Og;$9ZLFU|E3}oAdy@LQ8DjitQnGq5?y4l*QpI8X|9ce{Fb{Ci}T8?s~0_ zIeMuA*ibm`4L3XQ5ZPdc-Xa}_X6EJTycFp#xRE;@vD2dR?E>NGw8a}%tMc$dTAbea z`2|t2)zAr{JEh$Pk{|Ygd>GlOlL6<$({;M4dS}rH+di_5)gC#47fd~ttyY%^;sR@D z)Q|`o#B|9TMyKHs0%=U6|J$5wY%!r9!EmS~H@o=0)CV2Uo8?LHD()V*R9$dLA|pT5 zr_c*PfNk(ZqaFBKP1_lXy*~ND@{h4ipCX2kxc%kQ5cQlr#Gx<^KE{WKtS&RA%6< zhpb;XjfQvG=jk4PsiSLD5Lq}L7dHz|Lt-K30kj4_^47KA^U|1vP@qewMm>m5#d8AZ zAigGBWic{*YhR4mZxhdzt3gczbDwE5Rqa+B59v4=K!$eFH^~YlO`IXs2=2vVz01?S*xYs) zeU<);m{NE|^WG~j;4Vdw5{sPwb4IBGArDHVst1WDvVUzoG z5|**!tG#1Fmln~^_>075S2vJ>o08lx1t270Uz;`42VS{<1x$pQz zQ>f+d8@}3(yX!SgI=9OJvKlKy=bb|1c5!36pBlhpik~^3E0JM6SI**5R{e3=WT&46 zOtJUxPRnkU`>PX=Otu~Lrtr(LPe-plJ%%B#-vLAcC^$hffee@YW#A(T**pG3S z#VP>4XKR!qJ2u`FD1Cmdz;%n>Ri_nD$F+Y2ww(1)(=|m>zJBA(Y5UZKi!3XP)Z;D( zr-?m0QN0S%W0TRF-^{FXc2tluImy2;Vjgqeg2dhUOqvQ<`J&5;{cw1_4PhjUChhL$ z#u?b$9jBZedb|J$Yk?hiO?>Ao964IVa(ved?@Z+aBq1+PR6C@YnCmdjNpIOQR#DkG zw2<-7OZDSXil`n~bPB3j+;sBQdB{Ev1+UCau5|0j;4?<}DOQg_1;;8KvneN}fP52= z3gHFbn%f*YRKNRtu@+oBf3Sh=3s#kM=}PkxETM zb&N1FygQ<+1+rw#{oqxsSB=90htAMQUjpY$u3^NaqSw7thc+J+<=dCx`i`9q-slfwdf zW|^<^$@4bwM>fZoE$(-<+?-csNq57W(tTY5Emrppus1H#SaPTo68#&G`Cz2I?~Ulq zMKGG7@0e8<9zw_5CA#K?Fl=0OeEs^F5CJXdz(w6-OAwsv=1>kw6@wdC=O|}pECL7w zUWN){A=jx?>vDUGxNZ11oRsN)$CPD}xtNR_#UW6va^JXIzyuF@1RIof@`%^cOYswt zqkP-cbYH}WnLPG-Md9P(EM=SkxXJ=@4JEzX1}5mAwu|81`)6ihMpTDx6vAy(M~i>_ zqGFzEeSR5{tavgEnf1ek$2-9$W3@4A%4TJdpHLBe9)LXGN)JYF06B_-rAdUc98t3O zgS#PLit&cCNEPP@G8baHdKLPMqsiBXEw3=r#R2Gt*&H%)FQQwFV7FKX!dyl@DAl`fMmX6Gk7IMRUmf!n3kPm*IZEqZrSH%Mv`=k=;*`~#z&hXYxrnE&aSGvLd~0ecuu*Q^lhJj7MF6L9 z34y&(wE4nu@^y)(#lO-tkBuJM^s9rbDQNE=g1x&c1KX_rp3=Zw`Br`?(`%szU$&2x ziqpu`Haeoa!YP;s2N^Tany!FH5i=63(dBSfhjwshTocz`53A$mIJ$huX|{7ffe^ze ztHEs8P)-au{f{TL7lCH4p`&E7PId-Gj@6*I7p-}BUOSPFSF+a2ZG~koFJojq@Y^u+ z9hEV`th+XyAP`6~67kJ7<22HL5UaYg#%A@{SisL~ z4=uGdK3@R5a(mUpA?y^+7(5;0r}b|(rDLR_~0C};583aCX5z=#t!Z4W%bH8Jy;a0@QMlFAybS|Zm%RXFWFcq?6jsz zz-Gcrxi6#L7=Po#lU;0}w65iCiBt9OS@{#@O!1MjP4^tWmLzOIoE1lOZgCngfFiPl z3;YS=FfxOfM5I|>?WF(~bYH}0!mFuSmzuL7M)lE(a`0vI&)1(TQ?U4Hnyv<>R{BF4 zn9~lnF<=mhwVTW|v=7A~3lsACKey><gh1Y84}ozOpY zEmVK)n1&zI*Vat_4?R8~8d?eNdpUMi3Wio`RV1rLWku$lxFbM_ zptQyzhm`h_y9Z-z{oIPu9Jn2JOIGAv+eLR=l~;AF}C z8V(LcFkf8l_N5_dSLybVn_k!^aHp{7DU#oXK%!NWp*V{gXYmgsuRrhhMheXGsmj#h zfA~J*izrNswXC*0HP2qu?w+On4{%NW!VKFA`Lu~xvFwc?SaNZjo+%vefRRTI`2HAf zN~8vt809lNJR ztgb#vC6Pi8AY)RONk-*w_t)JkYoM0Vx;rYF3+B3-2DLH#O;!$h8#~jhf}~a5mMd_} zPOR0hnce{s>b)%Acf=M3=+uqld)?u`S361TGsr>VA6kl2cZjsNc&xAlYEt?8)juwa}aT$r1R#vhuMdK{0@Q;xF%vwEz!$HU9|Y{eCce4lpep zG-}kqDzhR~x`P+z9}P_0+4}%KbEH!3x)UfaCdGdZx`W|}ZChibuZQtti_^w1I_vx5 zTTom#PB?S*v;`qcq`{xVIFcs(z<2~|7V+X=ChBt?prcO$gT!9>=jpW`@>%O3dv7M% z;Nd9|YasS!DuQF@xWtWR!NvIpMCZ78{V`Zp^WNOssOn!z>ueSWsIFZgxQH`FQE7}3 z2tBYrKWiyd`D1F0&1Us%4GzhS$UH##AbCX4J+W*=+K+~a$^|Xg zqK`M^yfBFkPXI%^1t_!u5#`-_<+*AUc4v5&3tn>4Vdod2C%t$vLbvs=VGQ22~)p{`wh0n!wM>cxLmH2E*S!371 zLbpMyF_lNVk7A5hh^7svZF{qe-Y!Y&ah*Y?eMie5JD^4kFi*5UIZ4j>7`*;mFRMMA zX%UA+#pXT&vjewX~~A>!y8aJh0quR&dlxf z>A#>xY2)*5RJ0GT;ihFUw+6Ck2JV`!Afxm@uKgaOHUM?I_i$7}5y1dk|Ebu}S*bn) z_fHq)9k)1JmBkRiu3+CvMmUI9X--uM#F=QV(3h=afC?q3MqFuam8DTg91qh`K z$jSk{GUb^8KL7X@Z7+BvJ2gx#&(YZ;(?m!C)}@8|y1i~(K(9uAcmU?s=h1nJ5Ccee z?{D6DNbq)B2b}r;_S_Zfr{VF;Svbhon1-tmHq*;BhHKM&U)pcePPV95a(rypX+)%} zpExsOz80bZ?)5s>ksk7U$CsN(%XL;uT%1wY)?bs1G)ZTTbZ$jS3gaQpp`ne~A{sw% zCi;lm4OmfMLmrfxQi$V~&!-_LI!IqS^qKodfrl#X*+Qf87UgkG-5rLs|iO96I)JQrG3%HIvEX8kB7CoP7H7cifNt z{I5GcVcH>$m!W&%u5g+jnm*I~Hn%XNOu_mh9}*i#^$Vgtmy+&h!$3!mdLLUU2%zq9 zsc1*@Ao9zWs}EF6O600X@0Hn|?O>xeJdk@DoQ?(o^rblelGp3r-{>6vIHu}oyGvdG zgGS3*5r@crs=QxYwf)ruer{tp`*N?(7@;elY4^t)xL}owLuFA4Im19g%Sn5SYQE3L zBSp1H=r-xEuUi9_>@76kGocXi`qnVzBG!0!611q!D|JV`eB839F}demxkm~CeUR%g zphoP*zHH`BX~W#H+#eB%T0y^VL`IDphu@in6%tw&?@oB0Lr}9(9Mg0uZBSgo{&Bwn zDDQ~y&n#SH*;-F~j)oF79b-KOc;Cs4OZkPoNO00K{>(q(bgI4w$}&XDTM6({g}}F; zQd!TEt!9be$3#pNU!*W`CWM^Z#CS%xW;h89CMdLAYMEgmrn9)nXM-ASxCv!=5+6wb zR4k`riPns3Cr|R19{vTw_mA3|bn$tcc*Okd?m;Lw(? zR5GTbvaMibFECh8E$XneD|PckO|ftyM<(F67wa{~fMA_Hy%LTdlN3$c*x8t29!lCY zXLibJutpJ5v?|Ngb&!&Ko}BnNHAadkn<$eo?My+|hsN4URQjbthHz$&!na!A@1OqX}2^Z&Q(iAiG;h-`x}gpv+5hoid`zd+{8A@17Ol2OpAqcDk2VT2NtR6OHVD{z3b#*v$ZA7 zdfa}g+VuE#g%NmZS>#&qvLfHu48kbpcDAs&{p{%EC9Lg_=kfuS@pA6(QsI&4n&3D0 zQTlrwnk*$D+)QaNKuw|t>?(a=T|O*Z+@jMRM|yN&7@W?aU9Rp1XLnB-VJ_JtHh(w% zF-ql{xA`_f+WUFIO6|*9rF#%;)U%GO#qO}g%-Eow0lB#^KX#$7EA(P`K0sE;`kZJG zrFAHvCamwpUlaXePCD3;HtTtIKXrW){Ibdq-Q|CI;mKb_S|UHXAu_tHpfJRDtI(3x zwH@X=BF9Fxsbt2ttcg5~^2UjlMR1#6f;1?&^v#tN_E8d^fqpN0Oa6F9@5-zo%wxHW z&6;Z_qdBMG{fsxvj^?jr5J zy&Zr4ZSq2(4{lCmUJsF>7!_CW5#eSuhaPj6qmBAo;Y@nkMs`S1H=2qS4pn?XSuYRsFc&L`yZ06*4Ha!jm~G?Tzs zRmrZAWuN#iZehT@i>`&0%GAYtXP9i>OuZATo-NO+s5sZ8JT;gVbff?GzLs9Q5u0q!T;kmKMF|e0G4+UZ>7RJ-K%@-o*?UzJ(NoBq+L3M$co`fyaa} z$*Dk)lGz3VMEpbwG`KHsDBBW@Xudj#-al16NqA4(($iiq zV2Wk^H<^IUT6t|1!H1_3(ru$%Wa>Y4dD_M;aaZ+|l@#@@%-9aqkPg8NrHuVYr#Efl zP;^sIhY0VoF;0)oYuv;oF@sktPs8nZ2{GF0L(noq&P4_BW#w17h^%mJIHViFeW)Y?j6-|5hiYWS4PvlP>JvxggshD`NO&{ z!2r+bE7xCYIwaSqFAR2pBi)=5}NV>X+#3Ztw8;TNT1jy z8CEB2IC(@%W+tpJ{e5#3Z~A5tTy+Z#)@r3&kQ8nKKlJ-uYC5|^&C0d_7Aa!35~NsH zHWiPEgG|;q85d*7n;uSu`nEoC{2`-FG>l^jjOpuN;}HODugHsThp2_3$3N5B%v7!s zM(;TE^orUV&ID1-64txmNAGw>uIk$DaGnDDCi@mS19nMHoRxUk>vSljsP8CFG_{M_ z=sn%AmO9L(uUO$ddKhcHcT^SqZ#3MfW}P}c33;I;UTh&RHX1&MkB(2%AqEnXq%WND zxl`L5iA3vm&vkPx%f1IPAbINX$44Quju2I=vD8#&u(URHTY0<7L?JeE;E!bE)CLk!3vmQE zK~%o_x6)v%WiHH^p6sJg_^K|)tW%9#Z65scqc7-`t^*WB2BeE|icJjp5O5+UfX#;e|^ zC4uX4oB9}8W!S`^o$mVD7&QD9c9z^+^m&)5UV`%|9AB@U8D%6XRr$FY^+IrY+|oY`!zsRA=-ED`2; zh1XtJ-tMGay_{zw155P!=DYA|9+lDT9XJ7N7@?n=RLxin3_Vy2&Y0LPRAM`j;k9G% z6?B&@+Lcx$qz<*X_(#tw3IW>hZy0g&L}g62rBcZ#QG@4sA$uc0t@6`hRbd*LR+Y7L z{P!BU4WpvfT+5EHONt-xO-KSTCjI9?1^hLq3SR_*(E?Ri8VX=-$OIKEqb+yegi$K$ zv{M~8BM>J~0pKOl;mx3@QhnG|!d_1Qsj&=A&x5D0OiwD)fWVvUa7sgVaKD_u?YpV{jU^Ux$0f7>P z0n)?Hm%15n1!_8uTm_^x&xaZ{tx8H zTdALNCP!>s-8k@0*~j#Gc@jf@BG8^#7&fakaM5K)^MTlO+GwQ=+S3v7q&b*OYGlAs z3&MD>p^!|pFAbPJX?ZprVqtrmt$YQRB)uRG+y^b$S;2*;l5$GMz&*2CYh(zCvOqzY zh3vGl4J|w8VF2hs(ZdO_75?j5cAe z+c%!8KYJ3Mu3e_~tUjBX3R~OWcC#-F;XxV-b0TACbv%5&>fHNil+3fX;^v9}*RpcH zhseQ>A1(V087N#?6ogunVG;RDWGP9mG+eTlrSmG?B39XYdQfGhA*WxTwonN4fXJ!` z_TJ4B^b28w>ZyFpYZ0tX35$bWNYj8>5N|R%wQ_PZ%I@V~dz95rB`|_id$8jz;>$^6 zKXYM9y#T5>L!?oS#({QKmhi^4n#8OuJU%ukOo~j8V=Ue+fBE1G=qrF4C0BIHYAgJ? z5^rOix`Vqtnw|60>UANJkx`#uQ83$~F{L5BqbKZ+wtKj|QeZZ_k%T7>j{<^6P%o@z z+beRrg|8439_%6&&O0WiVJ!i)Yw&mNsKO6FZ&VSotsnN2(fZnfNhp9&Ql+W+T1y3H PMusHY;h0>u_8_}*Mfsw*(R&k85+g;1a5I8}GU&rUyh}d0DT{emJcu|QpI&I8 z2)iNUh0H}$F@Bfd2B{jreO9U{+p2?Om63g%VZHvYrY~D3F+I}damwkXhJg%OKhS3#);py}PTrAV}Z3d?LYI^HB&kX}a9MK1M(pQ|Ee{OIMr^PnExt zXe4#$J@f3J*?OeCy5Z2!aF(9e?t1^ikAgw|Pp1%)wa)92-r_5KZ3 zgr>S%87Qm0Qas^m@wujPFrXH@WC^tix@Ks(lAQ2v82yy2m8u;6*+6zfPPxHwxi}K- z#e2vY`sN$+@unKHMef*oTezQ4;dbIi`6Z=8YK74OxYkCy;`+3W%mY>KVz>vVL3Lvn zu9`c)E?cM3dyQHa3K=JC5oF(5<7jEb8O=Ujk)w7GKxn~g52_mn6`%j|HF(f7bWl}A zRU90EM3En3VLfGNd9Qm0^#3UbJJZiupOdem%@AS8rR&aStt~NWDq(kn9s~c@-Qrvj zx_Goiu6Z&92HO6gDZl|4aKRw;L&X72fI$GMKoB~nhX6BPXhbxIK!(YemyG-a1NkMj zv4C6N_NtYtgYD;&yu&~ZK}Ru25$FR zpp;xvc<;A*pT5$McY0jO8LGTT?SYPGNt{&N2pRZM%(4%lu18WrWZd2ztzeS~9QPAvtx?J#aRng|U4R5NoI7~q9igqGIKxc49je=^$(p(UMA zM}gdAlu|K^hpmg`U=eJBkTNVWu=^VMD7}s`V1~*l&2(-z8(4^2q9R#N1#(xk%@jmg zVc@P&zmgi>Sy?lgGu_ zsI2Gd)ITW2a<0;y@WnglRoN)va3?~9GHL(hMH56?@)Y+_SaPmSEPm#X+LFhfDg`1M zj<#Iwpq&VahY4mzMF_Tg)*$pnMCJqMJbYstsP}b9<_}DawiEtAPhPD%TW}x$)0?rx zecap${dmMsoL1eaF?yNI6=*;)i1H4en3jl)Y1RW)4JG5>Hx#rpV6XEX2!(BGl8j_- z&YHizDM1LVFzob3&aHob4mBqj*OS_@A8IUJGjB|?m=u4SE|P{5ay{R+L2OSX3>(Gs zdn8e#@!MGW#MsMPsC|-a4OKYm(HGd-w%|Uq3kc{MduDY8SPpRI(DzQC_SqMK0GQ2} z(;>{&ZJ*}USYJUDMT{ZXEr`D0yap9ffE)Hxf8;x^ShSp7d`!uC5R;2EW#-nMH9^~{ zJ?k%2;MLR8nk!!imT5!Ka2|T(C_njvIE}B4FyyQ%EcV(f{?=vIyBOe|0+A~%O56-< zMQU?#cgjStD)de+C=)08Rd!4hrLNAH8z9Ps^T*qz$lhvQ%)zRHu8XmR{zyWHSZkCQv3~)xynLIrM>Uv5jylY57Q?z2Ab z4klLupzqLo5iZ*il}5(JK9J<>CuHOgUjyhBNa+tFB^Z0s`!XYU-Y=RG1a4b5VPQz! z^2)>QMtSLQ|9%2v+L3XoyLYzJom6b*p`u@-=1zL8!X6!nP71w0&<8B}ep;PAQe=hs zR+!lN{dDN>id^x%o;MR$FUts)u(bAu!rlEggw=vVE|dYA zv4Iowe4sHwx9$@K&p$bm9z%>=93~nVG@#<1gvPR{8r%Ihvs`z799~*dHTc4&!nF9I zmV3h-K@>6*LgPXUSk^JS)E0$b1adFK1rh+6as_1S;`h**JcJd!z#&`Y^I&&y{kK*5dU$pGLjFdtxS`QaH zdx{h%3f9%F(Tt`utTnO>u$+_0i5q4K)HB{OL;=7yL`wcGvx=@DX$n@2rLB@H*=r?q zq8Tz35qE>a(QT{W1kCpOImjcvpvAQIU|HF&D+QgMRroNR?wh))wmXbGhX~z43JXOo zYA(Avp@IX${arA^J~lYtn7WNc@7w4r2bZN*42xy891%v!k#zJ#Ex*>xVT-Cd>qgHS ziROyP=IBBl$gimWfveoeoVKpDHUwe>QT)iJyu<*eO7S`wTz>kagSHcHRB0vI{Z~dk z@QBeU0cAcxdu>Tp?+;VGP3YNXwnJU#s-Jz~t)P+M9#;Gs4qsXg0_|!@@)7!Q!b$Cx zdj*K>kLIS*TB&?_K&g>D!$uC!WzdMYm3W{>y=WDXhV^-$H?Wv2Gn7CDzBp!QAE9ue zanzTl8`;M4G;e;k5#`VsCKoOw=UADfBL-zP7TR4hL&ZCFaQPxv0~^b89P)ykr~s&-gKmSj|wSS_Om(CdxDNSaEAa-80+c8cL29+ zX3sFRzJ|6AiRkLF{+*|WSM)b|lf7bv#*XiPCF6aMOFh|$=?34-D!OqhwN_b4l@faS-m~`B<#&5!H3e%HQRDhz&7JVd& zLva!2F>6!ZyF*VDM-`z(NP-Wrq(_RKv6Jn~n}Yf0E#GKSwgz$H7dN6%r`!#P3nJ++ z3G>2F?vNeJm&AME6Nt_U!d#Y2vV&1*(a z%};%%g+a3jZ6r0EUq47dd1FAETrY1pCX|(JiXee+oQNG*##T;oooDXox=$_UDhnab zxxZ5Ow6ZLXRc=QHQO~C*guf~wO*`0QAKPJFhLMjVCPpSmAu;R2;CV4y6J9;~ zE17P;5?6g7h-XgBXSvrqH50a9wt^xgEdSa~W&1+&qhUZcH!E~dwxHEJeF8=OIq4ZT zX95sg?0G#}d+b0^LWLa8!yu3qr0|}$)17*oX3H;m(WqLJOjAo81a1Ger(vA(f*aE2 zfIlxL{03HE4A-Xn8Q!sR%Va%3ZgZ2hb%{RaLtTy%hoe!rl?)yyJTM3ofP4mM2u!Pt}<=mAr@Ku=KO`AGbuFZh#0GZ+X} z`+)t0WVvb#2%%`wf%FyYJM3kz2!1z7SF#_h&m=o|W-C#D0(<2^*uE(VQ{9DT6^5GG z2(^pKAN>noeodL`n#8CgXIIci=icgltVRxZ+7EF|pBH4E!*0+wcl0Heu&%fW+u`xn zMsSJaQ3|$roWeiq0$JzA)Khi85)=ig`3LZ=6esu5@8rZK#a07;+wIz2tj6mX_RcX#u24G*~eZT3{71BV-gB;tR1T)!y! zz1%UQC;XsAsnMnO7}dV;Weog}*=Cw0)a=+B%5eW-^m!S$RmDj{p2R*aRCLw{;9@cH z&;@F_$LC0w4}jruBnDq-+=_kkWOh-D!RO4$?7Qxw5VjJ1{m~ktisPoIz#<=7j?SLkTa@n? z_ruBAyGe~Iix){NrDa^VlX+EtG^?-?%^}uMUx72*3CDMeeE2{lfS~7|9l*O#-5B$Kr(LlObPpb0tOLU&UcS z%1H7B9+lv!kLE`JgH6UBFY{XC2|5QAT}^Dg$@S-x z!^8VHns)bEvYu1qm)_wK!K`pteH|CQpP}+6nH#1Nt8Oe<2~u#k%n}gJF7qH#hvcZn z2dr)Pc(8VAllnF1vMZi4}t!%0_ckUZMIjuOBS?9bRzmgf9*A44A2coE=Wf$I zO&4II=KSq(Ag#Ig>9~b>5SJQ!&BvBG=o;Kc@x($~UIw{X0nO-ui~;8Iywoie&c=dGZn~0JvH*B!g7lm!KyexBOH|wE)!z&?Mf z^1BO~j!tK&^bFOD%XkjAiVz`r*>5kSfMh#2lZ-R!wD1OTfq9O@ZZRg38N2!;oO&#q zLYx5K%zR*Q??NEx#xvmPh9 z1*NlKzVl`qCuv?^;z4&fc#!wxzmcTkt`%K3l;;#H!<1 zfGT@3scEN@B{hca1iv6<@cCa#^$J46%nA%I*=FzJcF~6&xAumM0y=~3(nwH`CjYiz z3asia07ZYJ*7a{ZAv<1mD7BNKWjB+&Nqpy--pYE-8k${86GoC;6RH{WZ)hH?7WT^3 zpjiq{k3)-GIirM+Liqkj{1-y#HTq?aOyI({Bue9UQodtB#9~B3AnQfZYf3wi}S@X(b2@w)~zRp+ZQbcSR0gR886@ zRlrbaSp!L0xu~I*{_2&S9z)5DLZ#qoJpXoFwI0$+5PLx>YA#gyFXfhNV<_%VQ!HnI zmtE_s$}vc)Ax4DF_pLUv{`U^|owDX4^eyB9ZHj%{2In%kq234qtWoV@tm2rB{h(d^ zOtD8kdDEhI%z5kKSB!Et-{CE8A$Zy8Mbme5X?&<2%aEYR+^h*#GPESP{|}A98IPBxMC9Ajzui4*iGMag_*60w5jzg zin!t$igk>6>i7Xr0UMLz$JyB}5`OL4W|Ujs^+6lvfjNk#;G(;CYbyEL5g*6Pf=k@I ziDl(L$e8F1&9m7}onrvOADtG6+W>)!((eT_j>9w`S~yBMI)2Pp8&A7T@kFa5oF=Gh z&-RuY>`o1+pywKjTI;{LBy!4jqgCXXr9Pyb<8I zu;y;^y%o1u0VKU(lR1ZjTsap{O~%ZuEdWr~uCjY@j0@}!m$Th8{k~L=E0G)EL}^>q z*e7_W7Q{EIfOhXv@Rz7XBS;D?{Cmtp1Tt`!M)}u6V69Dyqq>_@A920t>qk2%CL*#T z3j~{wB*BH&?J^eU#!GV*I#%p9r!Qebb&wyt`3c(CR!}3qo8YZPA*Jk|*0#$@@fXP# zPjliG(vw<)#RJ{=|G5OPS(G0Xae)zc%SVVIK-#B!G)~D7?wp2I3X&HzgXmTl=I0% zcp~%9IAFO#I!D{z>Z^DxA-YEE9Q?6vtS3wkxm-lnNX`De1vQl?FZ~60gp#vB0sf?A zWzRTp9bEz9BYWwNN*&^HY*U-syDt^rA=>I*A~8^f8D=JQovxX_yG*#!qyvII^SoCZ z$!-DG{@JKtF$P`f=|ffe)7_J3XEr*OuDqd=h6M}t|GCy-8jkpAeQU}r4fr)7Em(tV zd!NICEf)fi-EKLwOPakg&L2CUO@3WhpRP>z+5?8{=<7?5LYfw4$@)_eW@{%)VBtC) z^@aqAg&5uk4nYM`l_#_~-)$N#rtq~Ot`7M^Cr)WR;lLd?wApl0^`GCD`;QprQZ@+g zWy5GAJ{e_nd2F=+=75z*`;yF+?< zKE^KYnas3R4`X(Xe@B>3c@HGo?z+@OL8(cKENLL<78Kh`uRl4BlK3}HjS=JFm&kr* zuP3c!S023VfbSn_eD$~C?U5~|bKrWVPC?Yy*Po{D1qxgxl;92eF5fm>j!_LbtO|hO zlEEpAhxe#&hNuhbNHw?o2&lkmP8;Kn0`l-RFgW_z)~M>A{%JAM1uOCmYj?$ zx#(rZu){QrA5%>9d^8AlSH%W;qOG=Q1|%zT;X^tW_6Tl(w!_+f!|LnMTr4)TMLH5_(+gPM|D0Vs7im$xsZ)7Xid2u=#Uj z2ToBGXJd(n2t8roB4=EevoW~tq1Cs&oXsw^2#eg8-=x^q_!Ph^RlHId4+gxHH1|ys z;UzT~ekZJ5g|`t{dHMzdZn$srgE*kG^>5Joy|m%LptMslmg<<4`Y+w3;>04@z*mO= z2BRC41D))Dz{mOSoA&GdX(dQpH_dLF_64Y<>=u(`lT=aCuJn4&o$gQsIw9IKfnC<% z);{*kZPrk>hD%F9<~*gM@mb*G_;UTlUj?hwar7RHN>WX7cXoz5Z|=E^q^3VN6v(uy zc%Ud;RBn2;^i?8A=__JXL%9jWRzlr@Cg^TCBkIx3sotWB9^488=%I#+xD6-OzUicW zLLH0FJnb(bNMr@42q{_g{tH;57weZnGjF2O2dnqDL15bU-1HKK($`s=k2?e*<(uU= z8d8R`S)mBb--Bgm?kRG}f7Dw|FtZ5bqR3ZGdDjQLA1{apHMZn<{ddZQW3lb+ETGRG zh25d?HC_(DG6&%is2KAK2RFIHU+8g(Wy|7!xxKo2e-`5ziqCD!IiIrVX;CyZQ_i-U zI=IK}lK1j+;nP~k%f1_0H7DLu?dRo?dOmJF&T?Sm}qe= z^p^D?_Jvgu_fG(XiUrRCy=1U1+mHsZ3S20+VtN$g{Y%$hvpBO^WNRM!jiSv=# z6(1jNcYoQ)3{i0!mk#|jraTS4ykR8!29V6ACO`u9KKU5reDMHVpa_`HezSe_Y~Qu<#8 zrAka3<$Rv+KZJ^ylzq-w(S0qjq{ctB6RN3TM`sk6Dk=$=jfDkwV$t-d+fS zIK>^gR)4-NZhHg(Wl59*Iy=)KhfODk;TA*QwTH6rj4e0<8VQF03SJVe1+=x;{B}q` zH$L3v2jl1!?6reRy&-2=c^hB`D$1IY==`zz&9N%JwN_JGy!RKHnyf915pr>tXxlqy z#al2Qyo7mEmQsjuR6txL1(h!R6o*vEhW)hW2l@7uDRV8Qw}E~7gb|JSh(%*_C2N8W z-SP|L3ph~G5RezAd$%6TdBJ?I7qj!nO=;XeJH!@BG{&G1Bg>r2P8#iEbQcvGdUdZ@ z;>{b;d@lJ8iutk*E`_9x$H1lA46iH4|vqFD@o)siF zck)ROoWdBoRTBK4b3@3s>@nfOfkFNid%DK>e>wF{)}$Ijr1)1*5y31+8a0S4`-56m z=S8|+rNigo+Fy6RrXsjUR@ven7WbxVERe!W}cx+2ryu417-&o)dblep6hC>UKeNYiuCqX+$IXo*;xxT{kThRCudLr)ZyX38{yt*ZMSD>d5}~*kNDE_D5M%4CcWnPWFGzUnT%?9#86%Uc!lI zjVX73#I_11G-_HZO#@SJp)!miZiYd^nbx#vJdiN(H8d5a>?W;SFR(SHD?!fwA}|9* zWg4t-f|{pRASPfEgJ}HCWhuzMG=_FwgSE~DI7t){)WP2Qfh|XROMsvZZ}XxEZ;Z5# zjE^`xnL=t6x*+`iv`RuVf!F#c6;e4_To8%SyF@N7P?zFd&fph?S|%HaKFNo7s91-c z%tKuaK}ob!slu-(0d>ENGHAJWzTjo_+3PqzZ{iqD(2;?OLQ~FMD9SRq`GIU#tv8SI zjcMD~5x#njsz8=l71Q3x4ruf!8+9YP@aIRj&WRo_;3d68^BdCx$V})o=PEujD6oOo z1*i0W(zCu4!B>50Z73Xf|J&iyB&bl?`x;{XmIKsyQ#RLqboEon`O0Cy{u>vpFV$!f zJAL2ftPaH+@4TkN0is%oEwuR=+-wed2P}q=D{s32EDjP~(@f0Vuz<(hf08E>ezO#t zMX#(Y3nY7qzeSNu)h8U*mcT|gVjIQ^LWV!x`lhp01sVZg` z4ss6{SRbKi$$Kf!)FrGxF<1(Ae94**Gn5noBK`}VoLMLfk}MJ(G}`d*j-=xE5=d^g z$8B{8$mi$Xqa}d45`>nQic5UqD-Q&+lxniR`GD~2^_vYyoQW#oxUfcErta|X z(%pw&z`K9zSrpD%ct-~B=WsQ#um=u&mi$hKIR}4tJ)RbAg_m(1G#>h_1!7=^fsz5+ zqzy+pvV(rVi!re7>&1Wp;tMdg2NA58xF{aZt2U7jUQd1#Z9kaVW>fFg&Z(u{yE&b=>z%R!sJt1Zp*M+}Ftb|Z7nXEy~iI1ge z*LIZqCO^OM4P`vWv&D}g>eQh-XB4b==oLkeI5W+`ht6NR(w-@0VFC+eV&%sfj(MVD zmZB`DSwh~5i<^i*f4h)PMR~qef0q?j=c$ab-Xc7338v&lqzGI_UayIys5Nri9w8`& zzh^VHVH`gBNh)rJ9yM>JzS*4LD%RY_LE>+AQ?mkj6N$H_yP{Wz#}*bs_r-0u>-s70 zU$3YN!)Tb~8s?$>qMmqra=XLN4S)=%Wh--uo<>o#h$1#be|gRRd7 z2Qn{^o&M3HFx_B}iKWHICVsuA*Gf`|qslRjV>%G_qww|nMt%;$=ie+opg$h7W#$v^ zlP-I)XYLcEmfY@KHYd0oeEj&DP=T1!1*(TH8SZCCtQ*x;l09E;iknqzzXNt23Yn+T z(4k*o>lenQ4`qnXkSQGFTn>Y3(g7tT2#&?bWWNl)=ccyl%yZX|PNanjcvkjkk|a;MA19tq5>XYXhUrpVEsWCzKxWt+~%r{R1w&44j(r zjn1bb0KInaH$`dxdn<^<%aDZSbja}U2RbLjMn32OR+9SdC`bV^3DO~EGB*~ z_B?$Ha3BrietYk>s<33Vo~jX@#0V42@D)-dyqsLKiwgMJQa#@t*n1E|V+JE|d)hwt z(450?9Xw>dkgV|m3OAJ>mWNa%g=XzcN5Zu<7P<0aJaE9qmS>PHJ&}X0gBw%@YRFV) zdbU7Mm{_(dzB{FnZ{;1 z?{E@s|BJ_l(I%tb3YF~L>T-KT3LKY=O_WeK^A3ZxzdOsdUUs5(rDo}>v%;gMHtXtC zv-o#;-!dW@2?FfZZN3aU+dqkP z2CFIj^xifUQ;SKSE}E#19b>(U0LX|SSoSb>d5pmfdFS&z-jOr4{Q}9hZa5KeIBtV& znr*Fa0uy{_`R`4S~;%S$%UAB%*$0}r=!@ha(XQL?)fh01yF~G*u!8>r{F_^7aW_B z78yTyh-7J4fo|IpN?o`6h^l~3 zbdxHB6q0=E-(`5z15OO(_MgR|tyV_(4Q#_K*@G8#55EAaIvGvJK7%*F&XDV|lu|p^ z3q+P!Zm_V=vx#k)2@hhWwf zWVnG>Zo-1~Cv`jXT&sgP8Aj90zkZ;}QR2Nz2|_nLEkY%!qR(>s$99tkr#E zYfqCr6gnl;1u=k$T~QVu4*YtQA^(4=gJInD*!G2xwBX_c6hrR~F#9H+pGOgLDUftp zCCuXNt`J~%*i(Fh^;~c(^UDDR4_i}HOZIuv5)oY9tI46TyKpq--dKbsdCk5`!8K>* z+l0QYYcVv6=xNBKj8~%oJl49JqrgJYQ1I06$PZ=7I9sqC_mpr+hrWGBv!hwRx(hOK z8HJP8d7&aMD+N_Trp5}kVYxG`8onGk8IPpO8H33`#w<2LQZ!&b#XNuXTLr$3EYxQg zU)yRZP1&8+M*N0N$jSo4x&u(`VlkI8rVh-9bB)vrD$&_lCKL?&`{qrD>Ij!Zt=7;3 zdySoDxn~J8(seBkUywYc=`7XD^ad-u0Ig%J^yMfb^|fba!L$+e>U;PpGT`U9O&9ms zWL46#M9VLixzJX90`m?RbEq~JgM`cs877k?O6&8=u{*;PW_wWK^0C3Bd4Y#5RLk>e zRNe$)bC@871uXP=ZjfOiNqqm}PbPfZCt8%uG+-#&2UTSf|Bb4&+AH=IS=1!i_?unK zBR8^O6cyPPJ3yu1`t$%>Ig~ZaHG5AT%6?udc%^hX-Z+1j$72fb{w=M^q9_OLbHl+$ zspgGVx|gfuDLqxcC6t}fbN(~0W_uJuKKk{q5iblciycJu1AohG*;7I6f{qvPHrKt7 zXL-P0K;iVi#o}eCy>9q?G+9e{PK)h?68Z?s%bXsg0j+3qdHxxaEgJ+U*HvBNV{|p- zEcvc8inS3xJ63iAM=NTuOLyjHG=%5b)BmA|Hn(-Bqd{AdS?EBJ*H2ceQDU+Enxqyq zK*f-@7(93{)qd3L;vZpSfeWx~gx4+A$JOc{tiM01Z_m+7$J`#+n3K_+{40qQQy13T zlavVt(&j~Ka9*b2Baz7pqf*xr_2mcOaou@2tb=LxXtSF#((^s{*!fjAKHi!AC-;NBqEyfmK@ejLZrolDN2d* zxNg2i+0W||vbqUIGi*Z;rRTIl{X8mZSF5ZBVB+gJE6DhBj7+s|(dErrd@fJrB zmcP?fKrzbcfKZ$5gShG^^^f0BRTJFn>S&FUWcTBDjZujxxRPTZ>MgzQw(|9S7!0j@;nzniHbEYVm{35l!KMUHbDJ{b- z-tsV;qzH;gKFetICYLbN83i`8LtakfQnV{A##zE=w;B~Q1Moo`Lq>bz8&f&usOqi; z<2RSF>xAba9@t8+H{Ow+dlbUw_%-+(ZSeWMKkl#`-V51h&O$4P#y5hWHwYUj($zZQ zYSgrxv$P6CpoH|x@g}jQSW~GtaAT-$5Zf_lKW#UgtS-n+vbv|8qoyH7$q^LKiKZ|C z%1pY4Oq$pgSdYeu)U(MoNOV@t2c!+fnSYckbNSI-QnJt^JwAGkR9>{Q|1-c@t;xmy zuu4URCx~%)%k6<+f+3ae8*Mhflp%jt`GeCbEjHE zebCSbjETRsswsU3QE^+fX#c@wXt*D~;WW1Tph*Bu(<$OvSsgf=i1(PC40UBZ3_C&L zB|h>##I^M(yV-?bZV7B&<`YYz;ZW+>gO`H9u*UsL3V%G(6OA3xQQbTRSJ&*6LBc5> zq4Jn`u55Q&ueDFE2c%V{hy9EA6jod0kvH6@50c{)^6lc9Jbl%KXV!k0%z@P zwUqYlaz04fSFB{TGdk;KAVb+XR~oYF?soRp1p$`Wv{LOmUp|Ez&vLT`Gur>j?sNPh z{|O9uly#ANh}hS7fSL49k(@I|`YKKM3?XkpkUS^azbLrMke2bv>Q;;%#biMA9=Iu4 zACD>Ip7;Ez8cIIPWj^^P7+{MY&Ec}b;P2rT5F1{#fl>r=yFsH92_te;IH!1Ji*G4j zqT~k=YC%Zn*2>5RR1$S|dmt_A-SVIu3&n%noo`c#8I+Qmd>~*STppyUFX2gsV>I_H z_>?WmnO(&kN*@V|sSlG~j4`Hn*-G!`?zXBf@N_fLgbilb*Nkf%@s?&@V95Z(x@NQ3vvVT0Mk#1$5eioS)%~)O$Zke)dyXlk6>djx4|7Kio^j4L9nAe+SoNW3Vh?oLP>|R-7 z>%|b*9$n4~(3ZZ)z6o*i%Kz4^Cc2XC)_tycXV6)Tc@^2(uwX<%(P4L;R_zxvvov)e z!f)~A-3JR?wnJslL@vVmB~OjN1Abs=tDuZl!v-x})5M0Ib!(h1aYbmOXZ5oJCRaC+jTf+9ZRK^%X z<%h)Ps`_I_mW8v~-z)*9t!+lmwE`85dbB-DcGi!!FiPT47Bt6+e<3!w9LBBoj)#EV zxE$S=@ZPXlblkd-x<{|yJNK(@&&%fI5ADJ?!C9_I=E8%MJ(|n9)xf16bLnP>AjN18~K}h$pp=1XDRIZ7~L=BV@l1)#+x2EFf;ff)eI%JAl zI8mbvtVQHPnD*r4vV$0EG>#|#Ki}n$kusn%HnO1d_4nT}+FyR!1J8A5+98u`z!N3i z1%}JRwzKY7h=bv-8%KYp$eFL9hmbWm$^Jr;V&lu~Aw|xS%{kD8-DTkuTyQXbI=9Swj>rp^MVJqwkR#Z?iQvE@PfW4X~U{?P*gcM@NV%kHLoEY6T~r4p!6ie`CM z*g@*U#xM1Lq#yKJ3k3fa$U`Z>h*c z@S!Wi^37UwNjMT&1fycI5AcBBgU)1V(`iQ(XoW@7)h$XgId_=≷p8#`46m7LW1< z6h0T>@_T7Gz+5fnx2dx--@S!|FC$sh;H#wo|bU zsV*wfz2&tMq*Vas4{vO_)0-wa1iUnVE!ItvhOYU!j4VC6^n9OQdzb={bDz6*4Svw1%K_=#SmNG+hoc&?<&l;^4ZxKI`ZWBS!;mSlXFsS8VLb&c4O!?+3g;^Z383; z=Y+aTE_+~lkB~l4$j+I*2_$trdQyRtna>5XaQ1X2>vStv^0KX=gJlok_Y|l-f?;Hk z^s$Hc>#xx;vGMmdSX)~AYx`>engPa-QpJUNxdc4Uo5^x5Df9uB9jTs82~-NhEwpa1Dpo^_@qUb^POBBW_Dzs z`=4esUhl;gqC-|zg*0Cm?L#(|DL55kvh?Ru482-YNn;OpPA5((M3|PXsbOKhXIrm> zf*b|l3ea+cqNYFc%#9$^FnlFP7Xa`70>LLZDkl{ zjArY2R`x)&1vJfoIAqootNCv9M^CYcYyj?K{kC$^0%G^Jl6d5@E~9Q2_1^b)jY+RS zRXng$H2jwenL1Q2Ag!F+YukSWVvg{vI`sMb%1PhPs;fZ=RcF`RDb2q)pR^dqmCbWx zG0KnOrgz5@`jd3?-}f+0C0ly^sN(7ngQ@}Mz=c6fZH_z*GX>MyMX&e7l{aH$`+gH< z8x!qaP@&TRn3gKcV$a!X$Lqb^j{mK!Y-Rp58PSnWu}mq}4BQFo7wG)zA%N#UO8i$q zJ=Pd9Y_of3X^)u|wjV%}Oh8a<#`xc@x_RZ$Gqjv3mK}~lr)JB&nMltCz8tfUMYFLM0BUpkU_kQP*qt@DjxOoDG*CN z1IT3La|iY$xklw@98urv;@K9L0D$KUiT>t|fIZct3MWNw_Y~P4q}U(Y>IC6b^4{n# zsyRBsg}B6hDFwsXD|&oAVPEj6uAlX80Bj%qZS82T;KDBwY)RTFJ9k_Y37OVRnoLi>WO(5aMaQNufxoV?* zlG-McDX>hXYOW8jU}ROxoG!aV7&KhUEEfYGh{PeOqdm54hDZ`Bu@P-?xuANsPeG&D z*Mk6a)Cw|eWi3~k z+JBu${x%|a4jt5Gskm9te>Tt$85zAkjpivRg^bbSv7QA6f9*BXRPnq92V!SkZI0f< z1;nG^di8&w%KPP*%z|j_ros3`OH7=2MEfmA3t}`x&X5Jh^TJ}@yCIlp6Rav;clV)Z zw^&J)*AB|Mn3MMSG@_6A^J}R6N&Z)104naw#`K)-Jj25xcFh^ghqt-?~h4( zA}Z8H!bn%C>pG`a)F&CJb>LMTlpt1ptc-I4^;>C!Ai4qYrt=zC}yHasIpimvXI z7eAJNnNReb%B8VD?M2C(1TFNjtDC2?7gP?gfruxK_+VgZVy|l8b%N(u+LoLu&dV)b zFh~Z8Am&MGy?<;4P}i(a97nY-I^wm1!2Xhl% zuxLhW&Ju+c;XM+7kxdunPjZ)}_eoV40{azyG6H^YB7*I{3Th>`R0S_NFa|p2ebpFj zK*gxDbNik#=vJTeOZg*H5=;xV0fmx(Y0NU}6=b;!Kada!jX~K!{pl|Ygwx{7XqBnxSzqw-zcq|jK{&~A z3-FWI%9F(I3Mm#@Q0GaJoU6Po0W1?V~ z!y&0L7KR)xOJhn>d!&xl=|K7t;x00pKnVDlOCxG~5bZ{j0HB4d+hSShId>C%&_nY= ztp7cgitwslH+bp4J)kBNXxCcaegM`9(iWUC(Q_-mo$-gC4u%UJG{=lyX4Y>$k=T~f z@xJft+hB4?A(BBo96YxGmDL1WpVN@v_~#L|6$`|X6PWd|lIQK*90BA;lMff=1-k1U ze+}XqrDG%+)RJUw%hp{n50>o1?4?h;dyXFPmnTjSdMt{-7OD%AwH7Upm9vDI?98E z+nNqWR(}O%d>Zx*mvVlT_a`s0%b!~i$b=(3QchhB2P5%K2YJ{wJjlnflF+8K_+~IE z{~?N2=6+m2uxxw;FMs}HMmFyET{$&l17MDjvfGJTCr&DhrX;>zhk%@>Bh%p;`5}jN6dm6*aRrCwZ$N{WYw%Q+ zz?)?;E1o>zSeqo8POg3&INhit-r`fDi(KkGX(w(8G>M1tq&U-(N({5y7ZWg@tdh5c zEcSro@YF>4kABZU8izG;?k`4PM%pnx;zgSbE8e)Qm?;qh?VX_>2h&Wx?xhR>;P`|) zUt+hQv&zuj*pmGnR}dDegLk_uCYZg1{cwfUZ7A5~2rUo+tNPlT*Ut{*m0%KZR8D)9 z-aG<9mKU2bvcqT;22cKFC_HXXPHaOYwZ35rmT#FiB5Ec(d#*^gJw!=#HNA#TIl3%P z2q%2W>C>k{>^c14$6M)#R=AwXGd%mt4AIwJ_ZxEX*U1z>+z^{;3GFx>$aIX%$#{Q^ zC*_`5`-oY9th@R){KK-0w60cHnHOW;MN8^K#pjk%MT+IuB5x>d00!=?B#v3Uc_e^h zz)H7#B=VFPfky6886X04*%`V@GMqg{c!ALtf%t)=jo7hOq6|s9>Fwv+WtKzpv(gPd z*2J3W;G>_P!DVPiBJ4*YS;x=uSVM~_Hp?^m8zJLYqdi<;qO^_sCwwcC!@9%CE;=1r zMy()CH(T`Kzd*GfnqDXAWh&l`b9&oZcra_4>~Ngg_aF_hd%z6uFV}m@M{o&r0#1v8 zp<)x=_s3^WDHg)lh!xZ8U^v_qGZIipwPqN1JU~g4l%bNMLdVS-{ucDI$3J=c*!QaC zY^}zGFqiy}h|FyAOghr%XDx9SDSI;G1)G~C!{AaiKXrI)LQv9gckLSyTH%H}vZx$h z*yiZz%y6tBuRc|^W~D^nDil@{=$^>4D%GRV%oO_k4i@S?0168gcOx=&Qu1RAaHd8z z=3kT6!cFCx!AhumBnBGXndh=#q4DryU2ZgX`_koEgt!x*S#cNe9@t5~86P0E`KDej z9d=r8la><|jk-IqNRwn6(D96Gmg*_EIoeD6&`dXFlD~#6nIljdTyKi`ndJY1u+5cL z5askrHZPS@RT94xSV;?kICR*ymAU`DnF*5?4JmP zUuc%sE>V?0N5G(ZGV-GmI!u*vnE`3~K=C6!_LRzS9;f)sr#pCiDAbi}vw0!5ZVdQ5 zfax*fSaWVj=wUsGxI8D&!&HWYFTDB`2X5+1yX^`^r%CEMpB#Yil8VT+5JW!m7e zUo``9);uW(22nT3LwI_Y<2v=b>$h{JbJjLOgq3rG(Qx&80Gc$q@6C@HuE{`FGb(6dB9k9A-yH^&l?pAGX%j&?*j$K{ zc}t3dhX^P!(zM;h1k5WVF^T=I?2Jf}8aDAo$f zxq#t>fkBMIKQ*qz?NkefqO`AgLe$j-aLMe8aW;>B(}X`e=m{0`B}o-%A78A?1!zsb+yu>dueopt`yU*&uYrI&Wt zybnQqqgra0SE&HwVge8;YD*!D7h7{4P{@Hs?``Ro&jk*s^d7i`^teBuO+V*172%4) zg1QiKN`Q%y$6%1)ub7%f{mL`4v_9baOc?2C>*m7ym~~NEnw{RvUsU7sjY%pkh(E`ge8*bWRd{I>`naMdE9B2H7Fze0;1q1cfTS+{YenEsmNxV8a?$ zdgWb<2hoZ4wK6xcuWp+NHO}G5K|k1^e+uCH47V7j%O(gH1z zq#ed97JHJ`_6I>hY(o1k9!x*&`tw{3*n2*1+fHD$otV<@JVR5y+0Q<{9hj>|D*s6O zn>84Uj;YsAF^<_K1DtACQN;^Q;xJJivrUYbpEtUb-~=M1+zZil9K|>;CEP}+OIBhm z4RBNVR=o|0x13!L90#cJv8(pQT-bjMA0jhtj6fVJvQwL&rY@iy4%1oAT8}&FGqoxotYDTu%~Q!VS)m2> z$Uyq(e?02qa`2@3g$hai*pMN+;4Mh|ks%oRujD$9@S17|F8;Pl5{!_-!!c9o^|HFp@qtnE16F%rJ+a6n-NX_` z2=sLGQ0_nJ;_H~FEs#kw=KNJOexiZp6(Tn9f+$kVU60U*CGcelJr6BLwpMDpTRI(Y zFseF{Yb2s?xzxsuOtC*UkQ*-h|E=SM-9SipVQw5|#~%43Pn(Pbr63e|B45MYXb)kK zX)pmngLPMt_z*;}Zxjk)Eij4B&CeuthbzyLs^Bmfy@}rX2LiPKgq7>%s6@5kw(|6+2vB=`&M`Do2tj}mBq^Afy5mB9)gxH(f)wjQ-007|BN(#?Gxgt@A1O>U+*uE_SN!;Sfj;MXkW5( z5iN}m?}!$rPoR^>DQZvh`LoD9G9qSG;~K#|g3ihpRW+ICq}etxTt`i0nz3k^k&|w3 zwJI#nm+}|AWcW}Kcnz=VB!5p(cab%I?1Yh1kHq(E?#H}1&}`jT930;kx@U6U*ATQC zzi@>XwgIW0C0@}wN-nVQOdr>5RT1c9vOb@F$BcgRv2dsw;-$hHh^p5wbl9B#M@lwR z-tBc2Bggg&1|VfE#@aM!@*9@d{SN++&}iP+`#MaW#xS44 zrmEOIWtkdCuDOR2aqy?fl1>y>r)M*c79hW8@w<;>GfrKD)W(WBc#nN5Q`jW;{87qn z*Bhk}v&WH}^J(>TrqW?Ubg8zN4?VVTZW}Y&vC1C_pNd~4(n&y?8E@yV$Q#ky*<2_a zKeaZ;;9xMHuseIbGT zo0U$l&(%8y3}t${D$*$ueq)K_8;MdSHu=U-*Q}c3tK!YS%#oyu-XlzumVHR%#!uPE z9FDl-HQ{m}qlT5(&H?wY)!n z%D5ObeBVZLMIwK>ja3ES%GlUs`Dy2N4RuN|wa*ozpmb}rmC-n2!LtEObM}5>B+V?J zd%5fQP8$lq0^8ixsda!=07wxCGKeI1qUTE|qTVGb#US|NMhvr89hHl^Yh3Pp$i}G+ zL|3%O;@nR$KNtD-ouO7pQE?7ov4gRmArp!tT{Nv*2}a1C2pl|u3G939)g42oYXEea z_FQqA$flsXSa?AYFlF0-kok874?=I`1AM z28I5cbZNMuLI(BD9Hj*@s%u>_F4^{i`SAb}C=$q=ew2d4Mkq)hQ)UK2n7`YJ@Z$NcRl?fogplAKww^nfp^MoWDVq!U}BY zAA^?Z#Y_582!mDwPkhm4ttO1oVCe1@Sv4?f+zHtb5`Gi$F&kLu+(*3?2g26@(DVx( z>b?T>KTBCeA=6^VMnMWB%Lm;!#Hk?IW0#4IwkN3mv#aI1I}MiM({Ayd4P5t}5EYBg zQ=67?0%n%>2c_odj_amvq(ts{IP_yNi9XIp;}%2L9rQ2rFz9cjSd9|jTUm1i@xL@R zhIjP-n_qH+9@_%dg8wP7NrnsElMBDcRgurEHFh$_zIH6dC0`caB*0C-H#5H@bxlD< zF}?ux?6{k@*M~IumYg5H&gPc;m9hhaP>uuP@3GQNoc+hz7)T3}E0_C@;MPRS4Hk&@ z;1DLgVkl+HG4rD>u#}uE+`*v^?CE?i*vNC7%D-yQM8vbpatqW-; zg{>hY-Vc{`tpE|@;5eYoh#){-gl+-?tRj>!~%vdr<#eGaE9eO|$u z_}Gm58j;ce@kFr4GyMen#k{f~Y0Z&S1nNu~S=h(nKf4N#az|O8hV2^adu0M z^^ysfU6KAw*L;7vV=VL3_=|hk5ijd6V1OHOqiV$be6yGt`3s2fhwOQ4VTqQ(xy`q7 zr0Zg$j$%MqMX{Nuv&+ubx=>~Q=_?WM(O+#P0?=c*gK(GY37`%%BdreasV*afiUSq* z&Yo5X4y>4&PhOLb6!Du|LF`#Z&m-c>xwoS4o>1POOXjd+GNclpw;QLI)aXq1Y zTkPCmwB?$=(ii?lQ{o5~_I(Qpe%at(**>`X0C+hxPh-?j} z`SX>yIM+bEDj%Wt1Mz`|7yEg#)79uIR!M@LLiS7)n!yZf|IGyl-=F}l>X41H^G_0E zXjR@NzCP=qJ6G^|dZ%MKd_#?$CR9EN!*G8mf48P{4&auA0+z0=o#=OM61GX@&8l^i z;otEw=L_a6(%u!B45i1exyNDgx_F_Iv<~ zxcxWeu>nE%4J~)d*;dU;tUxoZz$}pz1zd`$UmFJE_u- z|IN#JoOZwfA6?d=L`;viBEcSOFwaKB*R2E7fWoN{%t1w#+YrO)ck5O~tW$JFoQk{X zJ756FKKHt~i&rUF(THV(pkKGm*|3eFx>S4V4!9X65qH>q|7X=Pdv5tD}@ya=}chfq01^tFkUL!=A|MChSoI=R-LmCcYuux&Hfx&A=kj z2zdo`aHjR%cLj=13*|3C2_V1lz5EhteV+VaO^G?(=1TJ~)&70Udm5t%i zHa%TRF)*4`)!Y^U1k&fX`g2Pn!>p(BEz)J{P@NaL#fFjFN_KCtFa8dj2T>=5yU(3T zff_#x@ONG(#>|n>HvkFoo-&@5TeSqNP`#jNPM|s}$;0gzUimX6j?Jt@Ov^F@n73na z^K4SZj))1vy)R{1&Ev7ok}8g*C9%>uH=CvO#Q}HQH@VzJamS?UGE_({&E$f-^b!m> zIpR#!SJ|Mr3{d$Y4~=6xL}F;&9b;*kH{9^yRC-69rr99k?}CvR`U);UW!yHJOE^Fq zyKhm$MQZ49usr-O)m;Wv*^7rN(PDVmBs)Dqf)<6OaOS*R0)Fo)@}tZs!Hs zx|@a<0{tE_k4eD8_u|XSl{*tRR*69HcDStGIaU6eq&13LYO{#m_m^-_^Pd@o49>h% z1R=(5aum$QA0H?r$NK)RDx`g`56D#1hc6Y={C}S=NIHXsFV-7b5cGTH z<;ot$Eep5=Kxb%QgHr5RhUmqHX&ts7JvERr3c8P|ibq8B5TJ1kenVCK2+NjadzU~D z1}ibLK}*)9Kz+=h2!R-+Qf5+Q7_}Va|1W?Y#2+OrQLZ_EhOf?$8Q@WbvRH1Lc3ri5 zi|exNyQ($(nN6kbkvUp#ml098LEQ&FI5mFPSas*#bt(f?_U}i-NFZNt>vIr;hhaoW z84**+7pkSY$)e-c0n8UM?LQdl?cys-bKJwC$0_f+F;HRV9vyYdv9Es<&A0VBTf+PT z?hY>y%No$z9S}Te!jPjTZXe|^C+fm#({<09x#i~x;w>4av;iReS!FT*c^#QL^1Ec(9sf?$2D~{e6w%Cy7kMZ z)hZl1N^n~2g{~@}IIZ+O&(SHOgvzfgq%Zq~<7zwkR}M>TewzKc&LhV6CSGc%kak{9 zz$ehxozuik&#H*p$%MBwo+jsoV?8r1(GYOc?67y|O>Hjx%xFTbD@&`ZLV?qb#}D;w z91B62N+0hrJw?$PQ%@mz0&Y(!#MmIVV_r(57nMd}u(7m7*be0e|iWOYwomI2)q2YU;gQ9`%9*4TIW7sfffC`$KJRur{FR3G5D?~x4 zzA#F5!GRr(%?!GqYIwCFbl)n;zs_kA^&%i;z)NP$-la%DbJRV#_B*wpy|h_o#ID30 zX|tJA4$HVc_-xO{HjQm&&Etjyc7_|t;As@0Bi06`LCz%U2@h5AzGF7$+pD(r4Ac?UL%_T_GajMa;8y=MU%=yrFi6FJfd^q};pgAxwwvQ;i~Z=`PyqmTxL*;C}cQ z9CG_kf}Yr<7zqjAWT=B2$Ad)sne~NZI!A-HOr?Y~bLPt%k_;CAexr+1hm-Z=mGY{N zz2GH(egTTzBpnuy-2#nII1l;hr`fFu#Y7?Pi#8I4@amI!L~DF$j^c$zonY6_I~FG) z>?oDwb#!=nIR{;E6Vmd!rL?Bw;v15NpFoi*AQJ^c!;%&T*m|6eMQ~w?i!jx_Pg%$J zp+F*98DeEoIJW0XWvTM_)I#EzSg5M`S+5T&FD(LoE*f<%*MYo(6clvYVg@ULX~&C~x6~y|kTbF?T5`@PgM} zxYP|24;RW$uAO3#vtgS?I7tz3);i)#Z72a6kIp|T2>&zfu*wB?qa0-K{aaHHrmDRu zFWMaX?99RZAmXv>)nb0#L&D1wZptZPnRWa4W04!H_M$DvQPCj;Baoz-Gx$yszO)YF z*-LB;Q4SS1c95pEC{JkktbST4;x)UapZdbL+Ro+OOkbphkM~SS(!O+62{FN)H9uj@ zK=_>^e_l8u))z!~>JKqGfB2X;r5H^aCE|eY>Lm=am7$u~vXh5*B*%Ep9`%77OO)Lq z{8tr~Xe<@Ud+vNa5SBO?%zB|gtO6WgN|%1-q_poBYd+a#>3MhLgo}+&{$&aE_7nkc z2$R(^f4N#mgyS6;p%_)5U_Mo|#X|u!hdWLnWd#6#6M7lqo zsb6;lSDNkh<>W_7y76{lMEV?o@1@WAXn%GDRvkWHPBGz(N8D#x?7f{dbPx#pxhZ6d zbh0J2sqp{^ilT#{@pqwg1R*B+#?x)luSLY~+J*&_aAd}+l5jEcE1gMa4XTS*rr z-$rRJ=c03!uOCUPv+LWrKrV_$_ML_Z2PjJaPFPVbJl{gt`t83s8}&VLhmKl0lB}y7 zRcaY_;Njol7nY2GwPII;13y^7BL~1jtIut&Du>#2u#@OSm>36^j~Iv!{63Q|04BH1;ea_lM} zJkgoMmpR>?l!S7i{(hJrf5&Kj9^V&{`5QzlthwY27Nh`sI$>03(3zX{PQxaDg3Lkw^ypSG!rX?Fh8;6NCUkSDasK()M}o)#(Zz)4CfPO{d$y z#tP|n%PWg;bs1hJrEW27Yb&4Pwqw*&QyzjUR_{DgwHyG8lNO|WM3bj{bx$g^;8kfF zs%%%Q6D1&pZ`1MxR!!rW{V&l({G9O-%a`}BRz$(K0xpTTY7nW>32B2pjq(8~TyS#+ zEyyTAb6IS(rbr#HyUS&xkC*g0b$DvK=Wz_7kqD#V4Bk-MBhP=@*uImGN(!G~$vvOT zt8E0TS#x66ATKG6_xn;+)Oa(!Nib1Q09{sTOb6tP6YbeXBq8yxuqPC5O02WA2-{}C zKZ{+iI=VB`Q=n-G0a2=me#iHq%Jcw{_6WMHnZmMDLQOX^90RBN@F0-T;zn6V45{+7 z2HU}Z{R8J=(RW=vIu`MGf7g%{*sVnE9ev`&{+bK{@DF?{|_s`s!67A z5!-x3Op)GfT7BnT>TNUYS?0%bAwCscvtr426kk)JwZ9M7oCFseSLR60mQNJaG|FB! zw=E_dyqLMP0uD6JASP)Re&V>nw;TwO&5Wix)~<;kyhF-v0y79b<-H#fHEhhHyNE6m z?CN|6yS39Cs_08>o{XG5!4c_J{PzSh+ZA)QL$2iI71^=`ADCix0?W&7`Had=w$L=T zUMl}_7f>wvhj*tP8J#C-wv` zkrnI+jC1UR?|s=7e=nh2Qhw;4gaSTP2E*2jC zceId`v{|Yw9Iz8I2biO|;USM`Z_+6otT;=2)%2QiUyw)LesAS9qexkQhK0*FR%Ji5 zJ8g2@QMP2qW@Qg+id;_DlYfwTU0tv}3(ioFkMdD*yZ^s20(l2T^BgNQAa*cBm z2#g90kw6m(K9s!3apF6?j3{k{1fKAwO=@SkpQyGe$z4cRIahSzR4N{ggfl#dxd<9u zNJd>|y+xkq<6{NVfCUv*6c?>@a4$@Szh1{h#nGL67<8i`%tYO?4Wq~O8ha==3u5sV^P(3n0-Vh9z>%?VaRXa_icRW-xV*q(W# zYp=zSE@8XA!7PIkq7uv=9!cTumNhjAQOYUOn9YQYTbD!{^8ed- z*tvCywa-6r=B(*FFSe44$B}9fmUy7V#uF=G>{2J%h8-)Nj^^=3uh7tSX`TIJ3ex*8JpUqQ=d1$n&7ZAv!jO9=pfhI7ri96%~S zR%QqlL++3m z)px&j@g~WeGiJ-p44}IixP^EAsXU@d&KPJGA+v$MeGx#ES(ijO8X-%h9hmf;`+b4?` zKGcFJYss!D9_bTjw0Ki~gDzEHddb*`%H5SGc;Diyi0i&ij~#Ig)X4TN$^#FBi+M(< zQ|KSXY~JwJ3p!J*%p}owQ!~YY4$>>u@e1%?wv}^wh#Y!l)D={dv*?b1*BIom=pv($ zq{^>){^?^`456&RQDOm&TaD*xpgyW%E$hoKUGE*`*Zlo%+kGTI~0+;a?H-n|w>Cf}aT0bU_? zw1ddKT0>0;k#a1*zYlHh8y2YTmeMbttyK*)eEA6*+fOC*{9|$9Bc&8>DBZh3F??D3 z{$`TO3KUmJ*G~=bH0t7D9$U7MB3t(D3~LztDM+t+k=i?(Dw~dnMQ?r7J^voEV<9Di zlGPdrj+e~JNw-KzzikAYlw7El|N<&!7!xm6OzDsancCfMwO`fTJAfoVgjXJy7lZES^ zo-QynQZWGI1Dw5xIZ3}<_Rz@S&MvNc8UcQ7Bo>?sch_IFpS-VDFkdEpz2V1@m+d{U z)TUKA%T>m2$LjQY*VJ4HF+2{vYZDc-OoCIQ=%F{|g~(v`##1IOSJ1dXJXM5* zvNVe@m@kJ6pXtcP$gqe;(`6G1(LVTKfrU?U^cm(nY7hDCTMPVGX-_N_PERaP2;V%F zx4-G|zu9s>q{e;@QV2=?!nGUmFi{}7Ft0!L)tz@MF((})Kf#viea!9jpRo{P36&E! z+fmrQ_5K9Nr8WENeD#J~ruPT%5h&P#3lU7K-E8DFyEsN&3ayaVnDZifQa+bs-()@0 z9zagJWRd>&N$4)#-7o)#MzWdsP)2&24(B%TO+3w_UPNKaI|0Ab&HS`XbvjNj4!{J% zyRz$~-fCz4d-i4Acq4M_kCc?DkD6mjMHx76LzHUl=Z)i_ReLEQO^=+`Ik`m0xbIut z7B;(7*7JE;UTIjh;q?N%rEANWi)GPlyGi5290T+ad#$9&VUmISoYox4%8J-Yk>?oc zIiG*fb9ORB4MS%sv$XzR*q->4KE+zus#i6kCdG^1^h(zD<&?vYf>vWX&yldmmm|_Z z8G6x2RU1D6kR(OHrVq*q)Ph;`5Cd&44ub^zW-Vc9=NQI*%pVvA>(!=t*CO@M z*3`wcb9C60k}$-qdN?0SmOJ9o7h|x$SM?|9e*=kCB$FR8UPTgU!&yr|drPXqOpg(` z(MUP%8K0m227{JAQXb78`a-N&t9+AnTlp%|8xg65ecH6x?H+93?I=vhMLx4p?mEyF?#u$f#OCPONlv5Rpx zPIN^=mqqJFslsho<8cmL%s4(194r%%z+*}fer{4ZT%F4&`h5V{lU!taswZ5X&tR}uw1Q9H-&m582;;Wb-GAO zh|t1q%H6>GYicz05o}!Y4@qJt@-En`D3X;?wEs;eFi$gM9Pgug>iA0igK9y%=XB68 z=@7Be-d#NhMmkk6HX)fVbobN?SVKI5<&5(hXJ)|-?!lX)_DdAw*Twc$-(9KBOSl`> z6>MWZT6++Ddn=4w3%xPs*3-t3f7{KNI<0_xb6KR3!I|JO_sK6iyGvL5Q4c4I+ih!8VjK>?^3l7-MBIukNwt<)^ zH&iX>XNFcoAB24nz`o@ zVmBP$NwtYi+@CUn=up5n!8z6Z-8iKhq>Ru1mbDO}h;^SPMUQY(Od}P|$SxZMWFyq@ z=))mt9dcgKYaN)c0xivT`;|c`Ya8XJ6Jrp4x_1}CMB=R%ptgH#9H?3LB zN^8n4RB&H82Aqv&JT90Vh(5Q9basoQWydAh#nFV1d%bl#x_{N8IG?_$+5dmqN|X&x%5+~wHKpi968r$oQHF*wq8n@1VToKlyW`? zXd9s!89S~{CQ{=yY0@X7DlCy6%O)BISq9(H)6k8?(@ba0oYWCM!^CD(b+Z}>GwZ23 zR*%OJ8rY27w%>McJ@Z#f<0Q0zFO<@v*WU|Tb-L(?#>g22?(o%Fp*^~k>&-M^u%8ZG zG22kK(eSebYq}xY_CeT?1NRedpRX9dFeYk0YEG;EFR}yebTgmWc23T{C}~oOV?1Qs z1w)?%rQ)6sRe`sUuO;MSIS20&=H=@=ks$y3RzRu--p^dXUnt`}QS$;+CaE$!RPHsy zC96WM2E1?M_pLDrNJ6fhy!B!r8~ax`B8f6L^F5~NhjCINXYvtXAcw9C#T(Yxlc=w) zBGc?8Dpjektvimp@=OcwD6Ms$BmmH>p8gqb&#|5x%UExCgyT=;QSgi(k2e6haAV?t z^30G`v9xLkLfh2kD}wqR;I4_B2U-0PS?d(lCtV=3t;rXEfG#w(B zU%BI~cp?&ccbo-Kq^EGSB!O*vnZ_ZqwQxrMS`+#;(Q+k+YDUhTPhuGYxtf^$xAXxuWOCq+UY`=Rx<%((R_M-22^ac zI@%MNph}CJY4nL0Z>e|y%^&;bYIRFnFE3oxXH4oC3!pUPuJ0q&&0*mFn{hxfs%p@1GN0&=Cfp`v+TZMI2A?<9=>p<4)L~fG z?rQ;8)6{$dw153>+AgyMWqA`JSjC=8n8#|#IlM?~o4W;1WoJR#G-g3Q25oL7LN2Ms zT!`wG3x|dIU8ueK2T6Uqz>0h@Tct1=Mi2EyjVl>z^9aaS1YY|X-jeR*2*|ko)~XsL zaxaX*h+SwkQA*=ku8588TB@!>AaL>C%0AJ_KU0*F#n1gVG0avx%1JnA$B@EeLPNPq zvawOg=e2gt4RQ}PjEKQ-shJ%in_^fNGHM{T0+Nz(pjOEQ5#dTQ8G~!+5ulmip3tc7);@2>kp&fBrbR6a!nc=e#a&?BLJ(*9m$rFrn z&+AO6|3M(p+^dJ($H^_wo$;;Zj@&jPLrALyxp;)04!zpBNTF53{Pp->+&v?U4^Kfns6mV&QUP(bI zxuWI8Max*;NArgf@7nI16x9)Wh@l`Eschxn`_G#vG+OA{q%K>to;W1Q;EH>x|SNLx9-kVc~Lz{ z9U5$UY|tRj1^&15D17;A!3Xxo#;0cEWFeDAGYFjsl3ej|-Z^HW{W^epyiwOH8qt+P z&hPH>m5}GBt$x!!@ZnfjN}=z$%jcBj$QBe^fLo~s_oCb=p*34Om5Hs(U#_AeXxr0( zt?iKGhPHj7`b8F&7rCE*@j60_Q&pmu=T1pTyge zmiaptW9YpVE1V>TQp>U53Tbh?vxdq_Xz|>KIEOV>u>V_9J$GG)X@p+VG6iE5ID6mf zKi0Xr3I3F!638fJ&(&K3Dq!Xgn4uopX6FIhTV%GqY{9-@HS@VzpTUa(x?8!;C`|CH z9iiRT0~zdt?w}Y(|5XDpxMlfMB3Z4i*pR&_O7v1h`==%o7pdt08I)fbjL!`g4ypef zCj9dRJf^^SeRJUo={A>Ni+*#A%<5plcC=#!kbLZtziZD$g&5=Cog!1L(F0g|%gqMF zw7TA$cWei_BQw79DTmr-h{4NGXbJmQ<6IvCvYsiyia`3iRQx=}gg!Hm_48sfHwu>u z;?(ULJDO7cn;mmW=nXsh)oCO$LDKDlk6Pv*ODZz9=?)dSl&W9V5Rq?LEN=He=*=Cs zp13o!C%sVqa=Y9ziJQvx`^vW8krU~)V55PO@b>U&BpL&xPP@5^X!WBs@y4rqqcBPy z$rMi66-OyDVmb;ZMd&6|Z%83aK{x7>eYInaa(Y z^O*!HIQi|^7c4-QGg+`MG?`_I+KP~Yj%;Gs>$U7tPvi2{oJ5hf6OHNBEE@X`bK+s9 z1;md0i}a@Uv48}JmU%^CRvj%!_}MZrQ}hZPD-LRXA33;EZ8(&agi>X6nXzfOz!`9< z?^9B$4z0?16{=qDeR$0Jo>ROZ-hQrWqRqa!l|GeOL&HNhHq@hhQl&U4BU83TZXCbs|xHx5aSct@&-4-5Ehp3uRXBH0quj=C2?erbdG*cL1l3w9{HqQGwn zp(g?cufgCTAFJoBa|bf9wvH(@+c2tyQ?^mwhE`?+c3y=-@r_qa!+8$(0Q11MD%4Je zJ-Mv|U9=2Msw`|526P_2pts+VbEHqw;Mvxl;Cq8DoJ7D7rnwCjn z`iJyJdOAx5wdkGJV$wBFZg3G7+P{I8+shw5m5sqnAjQrP%_650`)fZoXU436p;rmW z8yQN^{wkN?M@y@xkL_DM$^bCVR!9O)bG_IESstN`3EZ6OiPHY|))KWFm>lnm%{eMi z+^i)#*XvJxXHl?X6g=&pav`Agc;?|lHu^?29V!3LqqL%dXA@CgUD7H{sgpiY25 zhTIBs*aS`|h^iaC`g|Lfyk&SZ%8dnNrs9o4D@>{G)!YHZ9;cqM!hJ;m$P_E~J6QA= zyuD)K%IIAjem>g)ZEG=nrgvn#l!LaDW=tiD?qZN!o6{vhi+4|aNbYl67onv^1yENQ zwCgyPES-QRo{F*mR`I@VdMb2Gp%J3iK1wXVV?gGUADmyzTvDIBRsYIshy!+rhE7!1 zR5i-+zPA8ay1H|XGKQDjkh7MeUim_%la*NsB(8bd!8An~&wTK^>4zIn(6MV}U|%YG zBuN#m1T%0^_WA(snuXZvyJ?DBLnb-J#OzOT3T%UIMtIj_!30}k1x)E zJ7I4l@fWkQL@ESwtX`@@FcnvcB%uSDSFi)e4OTR!G> z4q$)9k`XwXNRgZSU9$|JE#Dmzv!5z&jS0nfa6S_NUTa@UXVl_q{lTt%hu~4 zY)3(auwHiR`^?`c1^A1=a>IaXGtz5jAAzJOZqCm3gPMrO3XUbU_n-1VT{QpVMDjo5 zWD?Oof+klsj2dl8-FjD(;*D4s+jQq@E{SKxNRPk)O;IE-1yrTSb)h5{;09K&Fqb$}0U9lI6Mc~SqrYSgzi`Oo4xpT# z^Z0dxr#w=brR9A}sXT8^+s}Dq0NS)Ce2GRjXbVd|SnSpC2!b|XrKQSOuwh#7@#jJi zL0a6hEUUF6JqWKI%VxLR`sB^Flg~@Wu*MaG`VF|t%*9yk+z$bh1PT6kyAd)_yO^mgTgZUO05`)umo1Rb9 zmcOl$b+1J4TuzZ>XSoMX!hVpuK&olFsHg4HpwWemy>i+-7cVJc&k7GmTv#R|b}T-S z!@Uw~8*UbCPK-jtzVP#w@cf6CSyG= zMDeLLJFobB0&X4uw|~XauCYs2wmQ+hRiW;lOmI zeK-hM>A4?6yc?Ai7s(up8m?nAFp~cpFtdjOzBxv7%Zy%ru6Yesn3`H;a(uPtG$cdR z!F0r?rJj&)QPt=5eYdZ6Q>SX-g4+hXx_Tp%Brl#whOEi2&*uH>kgu+rlgFq|l{;6d zrTuNNM)=uN`2Qsa+wylhyWI@q z%(b%*g&#gq27ww4;!Sz zYL^%}qm6~Zf34IMQP8)&cI@b`WoV`IqQ3N*Gp9Z5OV1J?YX~T~;9wO*+{vaQOP_I% z^Q={B(r_o}vFnh@vX{WA+s3^h-3ViMklUhctX-o#{uTj8~9SFp$Y!nQR4^d9gPZFp|VuT(j zN5#t3t>tQ%_;AjZ(}rv#6bSk427#X#RCzR7QK&*s12A3P$HXEHfeb}eN&rvZC;D@c|~ zE8vb~P*-lds#Ua*y^v4c8kz%Y*cfVG=Y9B>Xb1?bS!&<+631^zhQt5PF>_;GGaz7M zK$NCIu~hvh?(F0wb0(s!Lf;JZ1+)CtW>klIZwyfJVg5GYF1E8Tp3r*nmw!%jb8w0b zTxy)Fi^t~t7QhJy)_%|h@&0_~(usL1inYr+cPh<=8|M zo)g?#(gJony(qzP#PyHizxdURdTK&4meVCM1EA;3CNMs6PwYW~g~b&RO4s(5>{{~t zF!8f4de~)9?Mcign6OWrqxBg5&}XAo?GxON`(`e_e=*90PH&qmzF9Ia`FtDUz%Na?k~po zh&oNC`!6*kLumkfD3eEgo=bw436byYCrWRkcYN?q?Dae)EOSROPbR7ff#q1B6fXD2 z%&I>bHDYqFRtTu1Z;C}4PEX7rPw>R-zDx{Zfa}AFKES<%n1+Ox_|+wko&BqP+^71QA(?~ z7O2rz`$<$55KYo#K& zb)jDU06;}bAEpB;Cr=aCT`Mtm_8{fmay;A7!oPMUK27L)u zlvLLD9-AYrP&%$ktq}~Yz^(DdbQ}0lXxdDuv?1~iK>P2n0OOHr6cdP-d@^P}F6E*lk$T>eDBe=e$^-P!1A3m@} zF<~_&X@HUMl6cs{-Bh_N@)sTQaX`~mF}_Ol@VCDV8|7LT{0%hE7c0@Da`?Jq{$+@3 zbrOZ};c?pb^X1X~|F-8s{0CE+vN*Iv z-s%f;NG|jmqRqh#<@Pt2WmOkRg81mcZ4ee2*1LlSLD}@n?`7x+9y1* CM+Ec$ literal 512 zcmV+b0{{JoVQTnhfk0)T+3>5?CXVNdXV{Rgc=nocb_xl35li`BT*8t%e^bdoKS92l zQh~g-76hif?60D3{Dp_mI|niKL@Z81lAkdc0SO19YLfNB>B>cv1}QD)4HQ?2+nZUK zg}T86e4G{7NXwAo!)IbyGyXZ2q+jv-q6m=AGsB^hRkO2+u|%8|9D>fKQ;uGd#K#*> z)Gy8K0+_t2o-tmN?xuz!YEvBJtiK~irWOaIIpIEV;#SlCaSWwsW2=8#8 zZPH91kMHpaG;00N{B@5(%Bn*61KWc5gz0kfY8+vv!>lmr?YoZbfqx=6u7PLl)$Shc zDor@nIudB_SGw-qOZjMaLqSahVE*esAvJRR`zXM_k95TW4|Y(IHEafYvcos-f?``Vi-^8=gyA{$Ht%{}35_CR2h6q^U?8ief{|vm}CtIFN>E C{Rqzh From dd9ad631925d87647a1483b23d19a1b865be2790 Mon Sep 17 00:00:00 2001 From: errchh <83468090+errchh@users.noreply.github.com> Date: Tue, 2 Jun 2026 00:19:28 +0800 Subject: [PATCH 07/10] submission: update clean.py pipeline with district/operator fixes and re-encrypt --- .gitignore | 4 + submission/clean.py | 936 ++++++++++++++++++++++++++++++++++++++- submission/clean.py.cms | Bin 37178 -> 38618 bytes submission/manifest.json | 2 +- submission/manifest.sig | Bin 512 -> 512 bytes 5 files changed, 935 insertions(+), 7 deletions(-) diff --git a/.gitignore b/.gitignore index c9a03a4..c594844 100644 --- a/.gitignore +++ b/.gitignore @@ -22,3 +22,7 @@ admin/opentofu/.terraform.tfstate.lock.info admin/opentofu/generated/ admin/opentofu/terraform.tfstate* admin/opentofu/terraform.tfvars + +# Workshop +#submission/clean.py +#team_private_key.pem diff --git a/submission/clean.py b/submission/clean.py index b1a07f9..0475369 100644 --- a/submission/clean.py +++ b/submission/clean.py @@ -1,4 +1,4 @@ -from __future__ import annotations +from __future__ import annotations import argparse import re @@ -33,10 +33,935 @@ def parse_args() -> argparse.Namespace: return parser.parse_args() +OPERATOR_ALIASES = { + 'CTB': 'CTB', 'citybus': 'CTB', 'CityBus': 'CTB', 'citybus_ctb': 'CTB', + 'ctb': 'CTB', 'cb': 'CTB', + 'KMB': 'KMB', 'K.M.B.': 'KMB', 'K.M.B': 'KMB', 'k.m.b': 'KMB', + 'Kowloon Motor Bus': 'KMB', 'kowloon': 'KMB', 'kmb': 'KMB', + 'HKKF': 'HKKF', 'HK Ferry': 'HKKF', 'Hong Kong Ferry': 'HKKF', + 'hkkf': 'HKKF', 'ferryhk': 'HKKF', + 'kmb_ctb': 'KMB', +} +TRANSPORT_TYPES = {'bus', 'tram', 'ferry'} +TRANSPORT_DETAILS = { + 'local', 'express', 'airport', 'night', 'crossharbour', + 'cross-harbour', 'crossharb', 'xhbr', 'XHBR', +} +SERVICE_LEVELS = {'standard', 'premium', 'std', 'prem', 'exp', 'express'} +MODES = {'local', 'express', 'exp', 'standard', 'premium', 'prem'} + +def normalize_operator(op: str) -> str: + op = op.strip() + for alias, canonical in OPERATOR_ALIASES.items(): + if op.lower() == alias.lower(): + return canonical + return op + +KNOWN_TOKENS = { + 'bus': ('type', 'bus'), 'tram': ('type', 'tram'), 'ferry': ('type', 'ferry'), + 'local': ('detail', 'local'), 'loc': ('detail', 'local'), + 'express': ('detail', 'express'), 'exp': ('detail', 'express'), + 'airport': ('detail', 'airport'), 'apt': ('detail', 'airport'), + 'night': ('detail', 'night'), 'ngt': ('detail', 'night'), + 'crossharbour': ('detail', 'crossharbour'), 'crossharb': ('detail', 'crossharbour'), + 'cross-harbour': ('detail', 'crossharbour'), 'xhbr': ('detail', 'xhbr'), + 'standard': ('service', 'standard'), 'std': ('service', 'standard'), + 'premium': ('service', 'premium'), 'prem': ('service', 'premium'), + 'MISS': ('ignore', None), +} + +OPERATOR_TOKENS = {'ctb', 'kmb', 'hkkf', 'citybus', 'cb', 'kmb_ctb', 'citybus_ctb', 'ferryhk'} + +MULTI_WORD_OPERATORS = [ + ('kowloon motor bus', 'KMB'), ('kowloonmotor bus', 'KMB'), + ('hong kong ferry', 'HKKF'), ('hongkong ferry', 'HKKF'), + ('hk ferry', 'HKKF'), +] + + +def _match_multi_word_op(tokens: list[str], start: int) -> tuple[str | None, int]: + """Check if tokens starting at start form a multi-word operator.""" + phrase = ' '.join(t.lower() for t in tokens[start:]) + for op_phrase, canonical in MULTI_WORD_OPERATORS: + if phrase.startswith(op_phrase): + n_words = len(op_phrase.split()) + return canonical, start + n_words + # Also try single-word operator match + if start < len(tokens): + cat, val = _categorize_token(tokens[start]) + if val and cat == 'operator': + return val, start + 1 + tl = tokens[start].lower().strip('-') + if tl in OPERATOR_TOKENS: + return normalize_operator(tl), start + 1 + return None, start + + +def _categorize_token(tok: str) -> tuple[str, str | None]: + tl = tok.lower().strip('-') + cat = KNOWN_TOKENS.get(tl) + if cat: + return cat + op = normalize_operator(tok) + if op != tok: + return 'operator', op + if tl in OPERATOR_TOKENS: + return 'operator', normalize_operator(tl) + if 'MISS' in tl: + return 'ignore', None + return None, None + + +def _parse_parts(tokens: list[str]) -> dict: + result = {'transport_type': None, 'transport_detail': None, + 'mode': None, 'service_level': None, 'operator': None} + + # Try to handle multi-word operators by scanning from right + op_val = None + op_consumed = 0 + for i in range(len(tokens) - 1, -1, -1): + op_candidate, next_idx = _match_multi_word_op(tokens, i) + if op_candidate: + op_val = op_candidate + op_consumed = len(tokens) - i + break + + type_v = detail_v = mode_v = service_v = None + remaining = tokens[:len(tokens) - op_consumed] if op_consumed else list(tokens) + + # Categorize remaining tokens + for p in remaining: + cat, val = _categorize_token(p) + if cat == 'type': + type_v = val + elif cat == 'detail': + detail_v = val + elif cat == 'service': + service_v = val + elif cat == 'mode': + mode_v = val + + # If multiple detail tokens, first is transport_detail, last is mode + detail_tokens = [t for t in remaining if _categorize_token(t)[0] == 'detail'] + if len(detail_tokens) >= 2: + detail_v = _categorize_token(detail_tokens[0])[1] + mode_v = _categorize_token(detail_tokens[-1])[1] + elif detail_tokens: + dv = _categorize_token(detail_tokens[0])[1] + detail_v = dv + if mode_v is None: + mode_v = dv + + # Service from remaining + if service_v is None: + for p in remaining: + if p.lower() in {'standard', 'premium', 'std', 'prem'}: + service_v = p.lower() + break + + # If only 3 remaining tokens and unknown middle, try positional heuristics + unk = [p for p in remaining if _categorize_token(p)[0] is None] + if type_v and op_val and len(remaining) == 2: + # type + one other → that other could be detail/mode + if detail_v is None and mode_v is None: + detail_v = remaining[1].lower() + mode_v = remaining[1].lower() + elif type_v and len(remaining) >= 3: + # positional: [type] [detail/mode] [service] ... + for idx, p in enumerate(remaining): + if idx == 1 and detail_v is None and mode_v is None: + detail_v = p.lower() + mode_v = p.lower() + elif idx >= 1 and service_v is None and p.lower() in {'standard', 'premium'}: + service_v = p.lower() + + result['transport_type'] = type_v + result['transport_detail'] = detail_v + result['mode'] = mode_v or detail_v + result['service_level'] = service_v + result['operator'] = op_val + + # If operator still missing, try last of remaining + if result['operator'] is None and remaining: + last = remaining[-1] + cap, val = _categorize_token(last) + if val and cap == 'operator': + result['operator'] = val + elif re.match(r'^[A-Za-z. ()/]+$', last): + result['operator'] = normalize_operator(last) + + return result + + +def _preprocess(val: str) -> str: + val = re.sub(r';backup=[^;]*', '', val) + val = re.sub(r':v\d+', '', val) + val = re.sub(r'(?:;tag=\w+|_tag=\w+|&tag=\w+)', '', val) + val = val.replace('%20', ' ').replace('%2520', ' ') + val = val.strip() + if not val: + return '' + + # Special single-word values + if val.lower() in {'staff_shuttle', 'maintenance_shift', 'admin_move', 'test_run'}: + return val.lower() + + # Bracket format - only if 2+ simple bracket groups + m_bracket = re.findall(r'\[([A-Za-z0-9. /_-]+)\]', val) + if len(m_bracket) >= 2: + return ' '.join(m_bracket) + + # Strip legacy[...] wrapper and extract content + m_legacy = re.search(r'\blegacy\[([^\]]+)\]', val) + if m_legacy: + val = m_legacy.group(1) + + # Handle vendor(kind=...,mode=...,tier=...,op=...) - extract parenthesized content + m_vendor = re.search(r'vendor\s*\(([^)]+)\)', val, re.I) + if m_vendor: + val = m_vendor.group(1) + + # Strip remaining parenthetical suffixes (src=endcap)(batch=L2) + val = re.sub(r'\([^)]*\)', '', val) + + # Strip UNK:: prefix + val = re.sub(r'\bUNK::', '', val) + + # Strip meta[N]: or meta[N]_ + val = re.sub(r'\bmeta\d+[:_]', '', val) + + # Strip meta[route=N;value=...;flag=X] patterns + val = re.sub(r'\bmeta\[route=\d+;value=', '', val) + val = re.sub(r';flag=\w+\]', '', val) + + # Strip any remaining ] after extracting content + val = re.sub(r'\]\s*$', '', val) + + # Extract bracket content: [tram][run=loc][tier=std] -> tram;run=loc;tier=std + m_bracket = re.findall(r'\[([^\[\]]+)\]', val) + if m_bracket: + val = ';'.join(m_bracket) + + # Replace :: with spaces (colon-separated format) + val = val.replace('::', ' ') + + # Split dots between lowercase letters (compound tokens like bus.loc.std.kowloon) + val = re.sub(r'(?<=[a-z])\.(?=[a-z])', ' ', val) + + # Normalize commas to semicolons for key=value parsing + val = val.replace(',', ';') + + # Strip op=, svc=, op:, svc: prefixes (including nested) + while re.match(r'^(?:op[=:]|svc[=:])', val): + val = re.sub(r'^(?:op[=:]|svc[=:])', '', val) + + # Strip duplicated suffix (_op=... or _ferry etc) + val = re.sub(r'_(?:op|svc|meta)[=:].*', '', val) + + return val.strip() + + +def _to_tokens(val: str) -> list[str]: + val = val.replace('__', ' ').replace('|', ' ').replace('/', ' ') + val = val.replace(';', ' ').replace(',', ' ') + val = val.replace('_', ' ') + val = re.sub(r'(?<=[a-z])-(?=[a-z])', ' ', val) + val = re.sub(r'[^A-Za-z0-9. _-]+', ' ', val) + val = re.sub(r'\s+', ' ', val).strip() + + tokens = [] + for t in val.split(): + t = t.strip('-.').strip() + if not t: + continue + tokens.append(t) + return tokens + + +def _split_concatenated(tokens: list[str]) -> list[str]: + """Try to split tokens that are concatenated without separators.""" + result = [] + for token in tokens: + tl = token.lower() + if tl in {'staff_shuttle', 'maintenance_shift', 'admin_move', 'test_run'}: + result.append(token) + continue + if _categorize_token(token)[0] is not None: + result.append(token) + continue + if len(token) <= 4: + result.append(token) + continue + # Try left-to-right greedy matching + sub_tokens = [] + remaining = tl + while remaining: + matched = False + for end in range(len(remaining), 0, -1): + prefix = remaining[:end] + cat = KNOWN_TOKENS.get(prefix) + if cat or prefix in OPERATOR_TOKENS: + sub_tokens.append(remaining[:end]) + remaining = remaining[end:] + matched = True + break + if not matched: + sub_tokens.append(remaining) + break + result.extend(sub_tokens) + return result + + +def _dedupe_consecutive(tokens: list[str]) -> list[str]: + result = [] + for t in tokens: + if result and t.lower() == result[-1].lower(): + continue + result.append(t) + return result + + +def parse_encoded_transport(val: str) -> dict: + result = { + 'transport_type': None, 'transport_detail': None, + 'mode': None, 'service_level': None, 'operator': None, + } + if pd.isna(val) or not val: + return result + cleaned = _preprocess(str(val)) + if not cleaned: + return result + + specials = {'staff_shuttle', 'maintenance_shift', 'admin_move', 'test_run'} + if cleaned.lower() in specials: + result['transport_type'] = cleaned.lower() + result['operator'] = cleaned.lower() + return result + + # Try structured key=value formats + pairs = re.findall(r'(\w+)\s*=\s*([^;|&,]+)', cleaned) + if pairs: + d = dict(pairs) + kv_keys = [k.lower() for k in d.keys()] + if any(k in kv_keys for k in ('type', 'operator', 'op', 'svc', 'tier', 'service', 'mode', 'kind', 'run')): + # Populate transport_detail from run/mode if available + run_val = d.get('run', '').lower() + if run_val and run_val not in ('?', '', 'missing', 'loc', 'exp'): + det_cat = KNOWN_TOKENS.get(run_val) + if det_cat and det_cat[0] == 'detail': + result['transport_detail'] = det_cat[1] + elif result['transport_detail'] is None: + result['transport_detail'] = run_val + + if 'operator' in d: + result['operator'] = normalize_operator(d['operator']) if d['operator'].lower() not in ('unknown', '?', '') else None + elif 'op' in d: + result['operator'] = normalize_operator(d['op']) if d['op'].lower() not in ('unknown', '?', '') else None + svc_raw = d.get('service', d.get('tier', '')) + svc_val = svc_raw.lower() if svc_raw.lower() not in ('?', '', 'missing') else '' + svc_cat = KNOWN_TOKENS.get(svc_val) + if svc_cat and svc_cat[0] == 'service': + svc_val = svc_cat[1] + result['service_level'] = svc_val + mode_raw = d.get('mode', d.get('run', '')) + mode_val = mode_raw.lower() if mode_raw.lower() not in ('?', '', 'missing') else '' + if mode_val in ('loc',): + mode_val = 'local' + elif mode_val in ('exp',): + mode_val = 'express' + det_cat = KNOWN_TOKENS.get(mode_val) + if det_cat and det_cat[0] == 'detail': + mode_val = det_cat[1] + result['mode'] = mode_val + # For kind=, prefer first occurrence (not 'alt' placeholder) + raw_type = d.get('type', d.get('svc', '')) + if not raw_type or raw_type in ('', '?'): + raw_type = d.get('kind', '') + if raw_type in ('alt', ''): + # Try to find first kind value that's not 'alt' from original pairs + for k, v in pairs: + if k.lower() == 'kind' and v not in ('alt', ''): + raw_type = v + break + if raw_type and raw_type not in ('alt', '', '?'): + tp = raw_type.split('-', 1) + result['transport_type'] = tp[0].lower() + if len(tp) > 1: + result['transport_detail'] = tp[1].lower() + # If no type from kv pairs, check non-kv tokens in cleaned + if result['transport_type'] is None: + non_kv = re.sub(r'\w+\s*=\s*[^;|&]+', '', cleaned) + non_kv_tokens = _to_tokens(non_kv) + for tok in non_kv_tokens: + cat, val = _categorize_token(tok) + if cat == 'type': + result['transport_type'] = val + break + if cat == 'detail' and result['transport_detail'] is None: + result['transport_detail'] = val + if result['mode'] is None: + result['mode'] = val + return result + + tokens = _to_tokens(cleaned) + + # Try to split concatenated tokens + if len(tokens) <= 3: + split_tokens = _split_concatenated(tokens) + if len(split_tokens) > len(tokens): + tokens = split_tokens + + # Handle multi-word operators by re-parsing remaining + op_val = None + for i in range(len(tokens) - 1, -1, -1): + op_candidate, _ = _match_multi_word_op(tokens, i) + if op_candidate: + op_val = op_candidate + break + + # If op found from right, remove those tokens + op_consumed = 0 + if op_val: + for i in range(len(tokens) - 1, -1, -1): + op_candidate, _ = _match_multi_word_op(tokens, i) + if op_candidate: + op_consumed = len(tokens) - i + break + + if op_consumed: + handlers = tokens[:len(tokens) - op_consumed] + else: + handlers = list(tokens) + + result['operator'] = op_val + + # Now classify handler tokens + type_v = detail_v = mode_v = service_v = None + for p in handlers: + cat, val_cat = _categorize_token(p) + if cat == 'type' and type_v is None: + type_v = val_cat + elif cat == 'detail': + if detail_v is None: + detail_v = val_cat + else: + mode_v = val_cat + elif cat == 'mode': + mode_v = val_cat + elif cat == 'service': + service_v = val_cat + + # Positional heuristics for ambiguous cases + if len(handlers) >= 2 and type_v is None: + first_cat = _categorize_token(handlers[0]) + if first_cat[0] is None: + type_v = handlers[0].lower() + + if type_v and op_val is None and handlers: + last = handlers[-1] + cat_op = _categorize_token(last) + if cat_op[0] == 'operator': + result['operator'] = cat_op[1] + elif result['operator'] is None: + result['operator'] = normalize_operator(last) + + if service_v is None: + for p in handlers: + if p.lower() in {'standard', 'premium', 'std', 'prem'}: + service_v = p.lower() + break + + if detail_v is None and mode_v is None: + for p in handlers: + if p.lower() in {'local', 'express', 'airport', 'night', + 'crossharbour', 'crossharb', 'xhbr'}: + detail_v = p.lower() + mode_v = p.lower() + break + + result['transport_type'] = type_v + result['transport_detail'] = detail_v + result['mode'] = mode_v or detail_v + result['service_level'] = service_v + + if result['operator'] is None: + for t in reversed(tokens): + if normalize_operator(t) != t: + result['operator'] = normalize_operator(t) + break + + return result + + +def _tokenize(val: str) -> list[str]: + """Convert a transport encoding string into a list of meaningful tokens.""" + val = re.sub(r';backup=[^;]*', '', val) + val = re.sub(r'(?:^|[;|])backup=[^;]*', '', val) + val = re.sub(r':v\d+', '', val) + val = re.sub(r'\([^)]*\)', '', val) + val = re.sub(r'(?:;tag=\w+|_tag=\w+)', '', val) + val = val.replace('%20', ' ').replace('%2520', ' ') + val = val.strip() + + # Special single-word values + if val.lower() in {'staff_shuttle', 'maintenance_shift', 'admin_move', 'test_run'}: + return [val.lower()] + + # Bracket format: [bus][local][standard][K.M.B.] + m_bracket = re.findall(r'\[([^\]]+)\]', val) + if m_bracket: + return m_bracket + + # Strip structured prefixes + for prefix in ['svc:', 'svc=', 'op=', 'op:', 'svc:svc:']: + if val.startswith(prefix): + val = val[len(prefix):] + break + + # Normalize all separators to space + val = re.sub(r'[|;/]', ' ', val) + val = val.replace('__', ' ').replace('_', ' ') + # Also replace hyphens with spaces (but watch for hyphenated operator names like K.M.B.) + val = re.sub(r'(? pd.DataFrame: + df = df.copy() + + # Normalise stations + STATION_PREFIXES = [ + 'O:', 'D:', 'src::', 'dst::', 'src-', 'dst-', 'from=', 'to=', + 'node::', 'station::', 'orig=UNK|', 'dest=UNK|', 'orig|', 'dest|', + ] + STATION_SUFFIXES = ['|OPS', '_v2', '::l2'] + + def _normalise_station(val, is_origin): + if pd.isna(val): + return val + s = str(val).strip() + if not s: + return s + + for prefix in STATION_PREFIXES: + if s.startswith(prefix): + s = s[len(prefix):] + break + + for suffix in STATION_SUFFIXES: + if s.endswith(suffix): + s = s[:-len(suffix)] + break + + s = s.replace('%2520', ' ').replace('%20', ' ') + + parts = re.split(r':+', s) + if len(parts) == 2 and parts[0] and parts[1]: + code = parts[0] if is_origin else parts[1] + elif len(parts) == 1: + code = parts[0] + else: + code = s + + if '|' in code: + code = code.split('|')[0] + + code = code.replace('.', '').replace('Station', '').replace('Stn', '').replace('STATION', '') + code = re.sub(r'\s+', ' ', code).strip() + + # Try direct lookup, then with underscores, then with spaces + for variant in [code, code.replace(' ', '_'), code.replace('_', ' ')]: + for key, val in STATION_MAPPING.items(): + if key.lower() == variant.lower(): + return val + return code + + df['origin_station'] = df['origin_station'].apply(lambda v: _normalise_station(v, is_origin=True)) + df['destination_station'] = df['destination_station'].apply(lambda v: _normalise_station(v, is_origin=False)) + + # Parse numeric columns + if 'fare_hkd' in df.columns: + df['fare_hkd'] = df['fare_hkd'].apply(parse_fare).astype(float) + if 'distance_km' in df.columns: + df['distance_km'] = df['distance_km'].apply(parse_distance).astype(float) + if 'scheduled_duration_min' in df.columns: + df['scheduled_duration_min'] = df['scheduled_duration_min'].apply(parse_duration).astype(float) + + # Normalise day_of_week + df['day_of_week'] = df['day_of_week'].str.capitalize() + + # Normalise weather_condition + df['weather_condition'] = df['weather_condition'].replace(WEATHER_NORM) + + # Normalise country_code + country_normed = [] + for v in df['country_code']: + if pd.isna(v): + country_normed.append(v) + else: + s = str(v).strip() + # Strip cc= prefix and |OPS suffix + s = re.sub(r'^cc=', '', s) + s = re.sub(r'\|OPS$', '', s) + country_normed.append(COUNTRY_MAP.get(s, s)) + df['country_code'] = country_normed + + if 'encoded_transport' in df.columns: + df['encoded_transport'] = df['encoded_transport'].fillna('') + + # Cross-column cleanup + def classify(val): + if pd.isna(val): + return None, None + if val in COUNTRY_RAW: + return 'country_code', COUNTRY_MAP.get(val, val) + if val in WEATHER_RAW: + return 'weather_condition', WEATHER_NORM.get(val, val) + if val in SERVICE_VALS: + return 'service_note', val + if val in SURVEY_VALS: + return 'survey_code', val + if val in OPS_VALS: + return 'ops_comment_code', val + return 'keep', val + + import numpy as np + new_wc = [] + new_cc = [] + new_sn = [] + new_sc = [] + new_ops = [] + + for _, row in df.iterrows(): + wc_dest, wc_clean = classify(row['weather_condition']) + cc_dest, cc_clean = classify(row['country_code']) + + cur_wc = np.nan + cur_cc = np.nan + cur_sn = row['service_note'] + cur_sc = row['survey_code'] + cur_ops = row['ops_comment_code'] + + for src_col, dest, clean_val in [ + ('weather_condition', wc_dest, wc_clean), + ('country_code', cc_dest, cc_clean), + ]: + if dest == 'weather_condition': + cur_wc = clean_val + elif dest == 'country_code': + cur_cc = clean_val + elif dest == 'service_note': + cur_sn = clean_val + elif dest == 'survey_code': + cur_sc = clean_val + elif dest == 'ops_comment_code': + cur_ops = f"{cur_ops} | {clean_val}" if pd.notna(cur_ops) else clean_val + elif dest == 'keep': + if src_col == 'weather_condition': + cur_wc = clean_val + else: + cur_cc = clean_val + + new_wc.append(cur_wc) + new_cc.append(cur_cc) + new_sn.append(cur_sn) + new_sc.append(cur_sc) + new_ops.append(cur_ops) + + df['weather_condition'] = new_wc + df['country_code'] = new_cc + df['service_note'] = new_sn + df['survey_code'] = new_sc + df['ops_comment_code'] = new_ops + + # Parse encoded_transport into feature columns + transport_parsed = df['encoded_transport'].apply(parse_encoded_transport) + for col in ['transport_type', 'transport_detail', 'mode', 'service_level', 'operator']: + df[col] = transport_parsed.apply(lambda x, c=col: x.get(c)) + + # Normalise district - map zone codes to canonical names, null non-real + DISTRICT_ZONE_MAP = { + 'CW': 'Central and Western', 'cw_core': 'Central and Western', + 'D-CW': 'Central and Western', 'LEG-CW': 'Central and Western', + 'EH': 'Eastern', 'east_harbour': 'Eastern', + 'D-EH': 'Eastern', 'LEG-EH': 'Eastern', + 'ST': 'Sha Tin', 'shatin_new': 'Sha Tin', + 'D-ST': 'Sha Tin', 'LEG-ST': 'Sha Tin', + 'TW': 'Tsuen Wan', 'tsw_sector': 'Tsuen Wan', + 'D-TW': 'Tsuen Wan', 'LEG-TW': 'Tsuen Wan', + 'WC': 'Wan Chai', 'wchai_zone': 'Wan Chai', + 'D-WC': 'Wan Chai', 'LEG-WC': 'Wan Chai', + 'YTM': 'Yau Tsim Mong', 'ytm_cluster': 'Yau Tsim Mong', + 'D-YTM': 'Yau Tsim Mong', 'LEG-YTM': 'Yau Tsim Mong', + } + NON_REAL_DISTRICTS = { + 'Audit', 'Operations', 'Internal', + 'Legacy', 'Legacy-Null', '??', + 'hold::mismatch', 'zone=UNK|OPS', + 'district::unknown', 'district::legacy', + } + REAL_DISTRICT_NAMES = {'Central and Western', 'Sha Tin', 'Yau Tsim Mong', + 'Wan Chai', 'Eastern', 'Tsuen Wan'} + + def _clean_district(val): + if pd.isna(val): + return None + s = str(val).strip() + s = re.sub(r'^(?:zone|region|hold)::', '', s) + s = re.sub(r'^zone=', '', s) + s = re.sub(r'^district::', '', s) + s = re.sub(r'\|OPS$', '', s) + if s in DISTRICT_ZONE_MAP: + return DISTRICT_ZONE_MAP[s] + if s in REAL_DISTRICT_NAMES: + return s + if s in NON_REAL_DISTRICTS: + return None + return None + + df['district'] = df['district'].apply(_clean_district) + + # Normalise route_label_variant + df['route_label_variant'] = ( + df['route_label_variant'] + .str.strip() + .str.upper() + .str.replace(r'[ _-]+', '-', regex=True) + ) + + # Fill NaN scheduled_duration_min with median by route + if 'scheduled_duration_min' in df.columns: + route_median = df.groupby('route_label_variant')['scheduled_duration_min'].transform('median') + df['scheduled_duration_min'] = df['scheduled_duration_min'].fillna(route_median) + + # Fill NaN fare_hkd with fare_hkd_rounded + if 'fare_hkd' in df.columns and 'fare_hkd_rounded' in df.columns: + df['fare_hkd'] = df['fare_hkd'].fillna(df['fare_hkd_rounded']) + + # Fill NaN distance_km with distance_m/1000 + if 'distance_km' in df.columns and 'distance_m' in df.columns: + df['distance_km'] = df['distance_km'].fillna(df['distance_m'] / 1000.0) + + # Fill NaN country_code with HK + if 'country_code' in df.columns: + df['country_code'] = df['country_code'].fillna('HK') + + # Deduplicate (test input also has duplicate record_ids) + df = df.drop_duplicates(subset='record_id', keep='first') + + # Impute outliers and zero values with column mean (same for train and test) + if 'fare_hkd' in df.columns: + good = (df['fare_hkd'] != 9000) & (df['fare_hkd'] != 0) & df['fare_hkd'].notna() + if good.any(): + mean_val = df.loc[good, 'fare_hkd'].mean() + mask = (df['fare_hkd'] == 9000) | (df['fare_hkd'] == 0) + df.loc[mask, 'fare_hkd'] = mean_val + if 'distance_km' in df.columns: + good = (df['distance_km'] <= 1000) & df['distance_km'].notna() + if good.any(): + mean_val = df.loc[good, 'distance_km'].mean() + df.loc[df['distance_km'] > 1000, 'distance_km'] = mean_val + if 'scheduled_duration_min' in df.columns: + good = (df['scheduled_duration_min'] <= 300) & (df['scheduled_duration_min'] != 0) & df['scheduled_duration_min'].notna() + if good.any(): + mean_val = df.loc[good, 'scheduled_duration_min'].mean() + mask = (df['scheduled_duration_min'] > 300) | (df['scheduled_duration_min'] == 0) + df.loc[mask, 'scheduled_duration_min'] = mean_val + + return df # End of your code @@ -44,8 +969,7 @@ def main() -> None: args = parse_args() train = pd.read_csv(args.train_input) # Start input your code - # - # + cleaned_train = _clean_frame(train) # # End of your code Path(args.train_output).parent.mkdir(parents=True, exist_ok=True) diff --git a/submission/clean.py.cms b/submission/clean.py.cms index 295b42655dc7f4f1686ef0db2002f35c232d92c6..943f4e750c56078e79d63cedd07959408959246c 100644 GIT binary patch literal 38618 zcmV)WK(42`Yw2hW8Bt2Lqsjmd7xHmcs%805O6BiZFr#h5`WqFm5nfF()u3 z1_MMmARBv^1ZeeX@Zge10Z*O!ULqP%%Sk8!<*x;ED?FFUl0mEK* zFbxI?Duzgg_YDC70R;dAf&u^zqbzB9mL1V4{4{d3{+y2Dy}6mO$JE<^(srZd)?b}6 zMOxm7gKJfA^%%PuBBRP>ft>=3PO2=Z#Uh3^{=Fu!=$IlX9vH?qxzOau$R}9{_lYe4 z_r!@1eY-pp1F#=pD{Rr4M6x8!v*jxTCnP?A*rx#oXSj`84dmiysPquqEDZRyG6zhA zEoc6CmfO_=p%?;B_z0+ckjbPkEdFDcr7ZwKg|E7^NPf>Z+T0>OEx<~o0q{W6B_e%8 z5@TgW$yI_(CBUrs#ZD6|Qz7<(N*(EN@fnz}v|F(;BQpW&yU7|lC>=Sm@C$;y(qHDl z@v({!*pT=f_BbO~6=*5iO6_Ti-&0+FE>=go8sp|VsiKW&=bnDaihl{%?^n|q(vB_? zGr?GHIiw+$ktPjltgq!o0wVnAOG>(>XP|B%NVDgZ{y%^~Blr~C} zk4SwIL*ThF5TeH~FU<~G$cj4bC2(TqDp?syui(#)&7NA}dMa$9m6uvYBLD+77Hw}P ztoUE20qaD9$Xu#0f|M=>2`Yw2hW8Bt2LUi01_@w>NC9O71OX}p5ZB6@&+E1`x|`e) z5Z4G7n}C9p008HaA|c}l!StT;pz#`N>myx!u9LdL6dmnisNfF-tXn9w-T0C;=o9d% zhf_%pnC%6`KaV2}mJ#ndA`&I)=FDFtaB=R?yx+sP^AvUkpDgdp`Gv3QUZIfLG5&}@ z5y?xwkif2=T|(eO>{^7RTlGOxKL_mYR)f%{y}WX9>Vw85O32K2MJC*wDB)h zK#$X#qS9&Y@cKoAxrz%jDr6InlStSLiQ=#IF!p}glH@+Vq2zx_Mks2pl`~!?^FwxG z;6wc6_Q@CsJ4&EiAv!DyPLW;wJ6;`Zo}R#F_`TK)8n$?&L(&;!O}9cTByESc1)5{q z)z5iKg+sM{Tyf9W??oLpH*8oAp?cYFY2B$KpwheUQggp_WCng*){VGvZ3fia>%uhBvglX8wh z@AO19u%M7KW*b~)M0E8!0;W9M;LA@77g67|!EOEjGXYRn0?{`nw)jMy@!EO{w28jF zzKNqWHjGZ@3XuSm*&zKfEM4TJ^MMHfgabeVCL;KZUv= z&!cRfcwb|3=ZO&fz#OR2S`ZOH-YJiy0caF_nu`3-)o^QW8d@9YIfhTcH*(&A3f+44 z&wLRql)11W9X^P?#H$ZZII8NcPtfXNUkXA+lJnGfau634Q@?fnqabioS0U*oN;7uF zWm)%&q)!=1fdc<~mrq_t3`f`oEpMIXtGCP({+N8s36v$vEgnefWCJC?Wrb^VEMVi6kZxm#jB_q&!U= z**z>_%Q+sWC&OZ*0U{-TwlZ2wX(NK^cv-7eyRSx#A~NUPYz9&G$GrR34YqN2)f*`A z6QtoX75@99ayEV2uLbZa=In1`U80W{2&RgzihHu;zR@_0rKjITRq+@r!2q|Dfl(4R?)G zEdN*Le*g@ysQ4G0H$O z~MIMY?w=y3?gUISU5h&4R^dgXUc1T(${+KZuunlwH{b9FwwQOrUBOp1Uf=$F-Ud*&(lucyhz|^IpkjqYgz!V?=_=S4SXp z(;AqmGAh{V(v`3$1k50<&gTUI92C2Stt0>t>y$JkZ)6&xt*$&`m{^ZCYGHQw4&_(u zugE41b~dwjmK#L)P-p&EvFIhi^TkDY5Tv`)nbGnCf<3RK(07xr*( zEPE+*2CWgZn|`Q0AZ6)ge6vO%#1TbF^Aw^g$Uqm)HD<**!p~?0qe-X$-SFRX@hx=b zTtP4g_?;`0B}cn6!lD->{9c*H()%ibuXSn@%T=ZbVE18wOW7jLwwBFJm!I9Dqf;V( zO}sb4-cEO+&{*3(*XEzIsJd`)qZXcVFv8}W(HMPG7!z)^pEbs=O{R>NN6j*h6in$t zAtNPd;cZ&{s&aS8>_$AMXT4Rdn}^d~fp@(^I@HK#onO;3C3th#0VR8)!tMp+5kCiS0)l`kow<9#TbzGovyWA)&06puI#l&v~n z85fCE`jfttUON-b#*{-(?(z#RrnP{VadTF3g6DSRaII6077}m%k)jwLsm+9x)TPTj zv^jK~-Gh}|MRciM1h2x_&9dyYtJM@`q#tlZu(9MXi{>8Ba=h% zg7ci{9DuZq>~?F%mTgZvQdLnc!mzk_T>TW%gU3{x$7{V?xVX}m^1D9H2xVp}}8Mh^-aFE8a|9((pxCD|G)&i8t9ivhfyPGM#QQs zWIHp%>c;E)*_2P!6vv?=qC@RJ8$8-nQu{7%PWT^Ghi7fEj-==5@@M-!AcP$vA#v%+ z{m2Y3;aTn45^dvt3KoDHdsEQbfGMHH&3Jtb1sp9Vo_0#wNB{(2e;np}tq@9*w7@F6 z+p@jC0aZ1H$xiM5Tv5qt)ZK)9S=q|MP%B&YO;QS2&23^*PzKxrkZ7`mnm!mBxLp^> z*H&VPD91~bx;YCUQK2Urz8f}5Wn|svVmTE^`GduZ|NN1=!fmQ@XAw|9>NcpIXt$53 z_uL=N3bYl;6geCBjnX}+7Z;}iudJ`wTAQ*)b%}6#%_(SJ?(J9Z$d}%q@M@;lesAN9 z|Iz@}I`T&q#QO^@e=?KJf~k}91qlI+1Z{?d&0S@|cyRest%xJALW<4YI$2Xz$G$(H zw$2l6>~g6hov1brwBHM)Uep*NRgVncE+3RtIzf@1Fl`~)+rZ4T#Cp}02x4r}v2M}R zUB*Q`D#rPsbqyWwD(Uzr_o(XM-mzOx-P3z_IJBYK@*xn2FCubG%-Z&Pg4(r$DH=~s zjL4Egi4xZL99!a2elI684@opO%DAXBy31RuLf4s zij?!>sz!lN`^O;XNe+K!=2!J0Ox2p1Bb>~+K?(4Tst$P*2-5k=!&-Ike_;R5v@$J2 zkQ-UUlylYYiEZA{h#qNtAMBB`pXgmF0aX9P$Cgf4>qvsD+ZLR0s+gd#gqmKey-_B@ znlE2KF0iV1^lL-Du0?)b7qlV8HY|j9?Xo>J96^#zwN;Kj44wf z(JBE_T(jykncn^-c5%Q8{TR@d(=4>Twlkg_KKgJMpFT(H2^pK?RsV=aF^LrJdn+Nj z&sc}MD#Z~EDrT3(u@rb&1|)pbFwHQ~8zO%Yg*{97mhl;7dufeM6KQW3qhrAHbg##x zJ{1hfp3B4A(Ep|_HlE(5ku~7u4f-`QPI|J$)wkd>BnA4COLTp-ZJ7uy4!!qWAM1Vh zq7Y3!JGFt;tVbQLHP!y^Og>OS|8totIjAMu&i<-cG=3^#>O)B_=)Ix&@%czix2LQTv zIQFe`3N->y+|N;Iv~a@NbqT#*U_kzns&p-10P3XAz%yqIv8ueC}T#E@w`cg%+}a1Jo8mzZmDlsYkH;F9~feCW1*@ta_uO)A3>JJ>^W(LhC<> zMG&y?YaK3309#8H3_Y)C2H~Kw8Utcj>a68;0^6@lktV%_34&Ny%Mw)K zT#Jr8_P)B|=@zH@P_gc1=DqKTGFT6^=2#I)kaHGPbb!72@W z&WD&MVf-knZW;PJwJ*nwtq%gv($r4Um17I^kpk&lSHA|C>nmcp^8e92n{(J71=|YG z?wHHWBK}$|(4eL#os)~)a#6isQ&}eskSPVOU=(}`IqBT=TR}AxnYeT7MATVMHoxgf zovz!rs6BTuArV<#gmWYW#kdy!wY+C9&a)F2oYKb=r)YmFqom{>wUI*su|rb#?S|i8 zFQ(#k#zdG#7%PbaV4(i86(!c6*f{$#UX_To#~~c$^7EveW;kwS2OnPf;RD~s&n27i z&5<~A~g0sEuj{1PV3jiP>F^$#&=N_2ylR5x;842)DalYM0N zNb=cXYjW~nly-eE!3BrRL2=<}e@?`%U|~^NyoubSL|Kh3Sp;c+2bA=i0ze@>vKUG= zjv&*&Co8QZ4rU6F)^Kh}30M{`_9#J8Z4Y+P<$Os$bjMbX-4}6OK(3e%6u(taV3#uQWkh)ejYD9feI%Jgfm?xo9CZ z{hwGq;L6&P{GAhoV3oiWj~hamy_9&EJGdH8T&z!2^O*fb_6m(KIC&Sjnq$IG%7^F3 zv(1d^fd>IMEGSsb{Y?GI^0@g$h9Z;?o@g|qjr6#S?OlwQonZoQUmBzw9#0&bBzCbA z;4XM+TOSQwG{wO_!@$b?V3=)PpuUkp1)_HhP<>8apZxG;<_B}a@Fw#>9fM9n5fO_j zwGZ`%3Eu&N0mw?5q&k=r0pAuc4=Co6i5A?y>oHc1Q((32kPoXndZHcN`MFHJW`!P{ zaK6cW1q7)QwNu~}DZonvmM6vYexn;#Xfi&9HUNWS(mp}`fxSL^bSgA!bGSb=rz#{= z;dSD}sYj{mQzKs+G;W5mrMa6drH8$#J=;A@MpPfRqG@f7)ln>6fr}zA5TdJw2bR&w zkAm9k;KIk;SlNP$YmNhkI$DKwdKx1fZ(NFR?y2@r_dFvts@uvYIh^Apc8ODNOFjS6 zk0t8B#M8v`5i4JaC}RIw{vdm*KC5uZK)_c_l+mZ6l+Md$tM1ilx8US8sW~ALBCo z+J(-!#KaK)hbrx``f!5u9rPm^WE&xBM8>`=s@`%MnFrIGnG*@K(mAKv)5Z~ryHW~w z?(){4Aq{wAXnMnIOd7f1@kt?TNV}{zEw;gXD`Kr{O^FaR&SxDje4of#uwA}pl0A3| z<-meE3o{!x4WNp%fUFF@+QT&~ z8W&-i$u^0t^2PNGvm&7-o)>DjM}jsD5fQQ!oTd`QpTmacd`i!f z17&)jWPu{k4A>HZNm`2P)vGCrGc>#IhJ5d>M}0q=4hqHq!w2oZd0>mqpSh)UVa1;qRDcn5sFQoC8cKtyq_! zeY3XX4b+@*PThp5yxtd8HjMGA1Sm*`>d#Ot&g539H7YYteZ+1HsW#|=q)}}%+0&k2 zNpB$Oj3Swiqy-vb`=M(35~aW&a6X_J3e5kI(oxoW0vsGe)bEBaMVT3tbz7fk}lI4z`eg3a+Cc>QP zkSBnNC>-Vy#)B{C)@4<0zod#WZF(D8%fWcaaJl7@_37?~SEfus{s9^a6J zP8L2y-7uJ*egox|SK);1-t7)c(r^o3>E{JbnR$xZ6~!{va+K^xXJxL_3!v%fC*LjY zAytd@5U6z5y?xxorF2?m{0G?$NKg0cBY0;(QdS|J_-&Z{)}Y}y)FXVkPYK}@mkMqF z?boF43nF#G)nkyWJoR1_Qyzebkix?ZkSom`CK7POf-Fq9t-0a+oYB}eUuWa&9c6U! zjw;dxansTXk&Lcgk)P;~115vdPw}o{Am(q-0a%tT4IKZf&_WYU6@GF1F1pNq%w|3f zi{#M626F9(TM!>VLESTzWj?mFdNfij_&(->H0}G>Y9h0%{ zvrNG$5Rrc=XlzrU#DX(loH0&(V2&Trblh8{^^f>AM;KDo#(MBKkuIlg&%sCuU90&9 z+swC08h}NI-|~_tugncOI-zdfVE50tLX5@rHX%VlkfV1@v#~=Bn6?J$x@y)3^EiOC z#1jeNJau`1O_Pm>(G)mx!39r6y+N~$1YoEN*E(Ovxk4yJrbgq(C6eKQw2gwb%Ms?P z%E-=X3iDk$SyXvp;Zv}p3!^caWt+Zk$rNL@$?&R#5W1$Mt5vDq&V~r zgClBbs#idfDvsN8LsJU6nPX~{nVWXW+9-5$zC6Zv2a4;xl4ZUZ<6HSu?LO?7xy7Ig zcQGGrzbsFq5P1H7xr@=4Ad?yzqN^Xr0sYXGY9g$_q`e9MU6oNphq4-sRZ(;|4Vmb& zyi0p*khzZyzg*KlQ4*Fqrfa|bVC*t1Z9`MoJ9p16@3AC_;NHYuDi#nKTY4+^!il7( ztY&2{*yjmVSDh$DSOEVpwYmjTQYx**X9NA%%}{2M%uV8yKOe^+L#eow?w*IB+wWOr zEoNTW9ti+@EK0c$dN594hA4UVG6=z?m}b}oE%?EqRgaU1HwEC+JFS*6hw?|@C3A|qAQ zD$x~RFOR88rYoQJypRi|TimQfCili%f~)2GDeh{BiunS^PUB?y9F3SVc;lG^k}4uJ z@l7+BP~Nq&A4HerAK~B+`nxVZEEy}Z&XO+$0SuyNvT+q^9HiBjKZ{K?0m4&f4V@&ium7{PwgyFWHpw-e#sJ6P%CA#iS}c73c!?JWoJ2SIE-m z<>rU=gPkU72n+!<(5w$Du3!r0PZJq3r@nILJ>`j7nr{iH@_r!v)#+95q?qw z{V~`BdATzAp;*xGgf~9|3*YN*pQFM{-e|?w#l$s8?M1bA4a+F9$!2~ob3u1QdXdJ) z%0E#{cXuwd1+$-jv4AoIjU-Lon%Ze0dQQOUZ9@I#+NQl*t-k`!Fnk{Xd^tCpv3W^9OEE6avy{Jpa z$D*&{H0|x*<*d>A7!6~Q(FY|92Mx2=QjTe^VGK^Qh&x*)QV;E1k?HgYgV64n+*w6& zVCrgL6G1LCDVX+$#?X-b)=6vYREmZl{n9xoL$uFXoW~)(J{dhOb$zs=%H+?`co@ZXf*aZwr^m~@r$H)v7!W7h*_|HWIZf;lGwSz z2mTn`e}LKeR+fXUbhFUAG|`0;=g8R#1l|9_;&d4Me2?uH;0GNoFplvaFR$=@B%HL8 zt$`|WL_?R@vjZ3Ofg3b)K$7pp@;e@y=^z9JXaIP>3^LTOlwdPFw;h2c(vRZCUJWXX&t8(hr=HcT z6;HZI>c9FVMOZLD^6+S5#p|(u;PRoBKDafH9b6?cjRhp6#8VfhSQ_s6lDlbi#NVW% z*H68mf<=Cs0F;8^nfz+7H1;Fv61$)j2QhlXGyC&Y6g0to-UV4n23*-!Q&U5Q$r}hJ z|0rfmv5t){J;1QsOp+tvcelKii}1gCSE|TR)9pNAgWec!nX3KF_fTJApORc`X~_r+ z;!G%63Y6t<-aefWPIo@S()??9U4lZKLqMCuFC%T=IGdeXl4oNRV`w}WNVTJqn<`&9 zI56vFLyQgk?nMHR2Pe&$h?wT?cc4*4s9Fi6?$2YD`YfViNZ{3rsn*BljqlFi^Nkve zOJ@&SpJmS;=AQ9xh?QH(wzNZ&U&qNUqn_A}=o(#yaw3uQgZ-Uq3oU=r&w?%IT9HjE zjJ^l0MKvoGJ~?W#2gr5siX^66Wf49rrA;AUg_0(Qo}J8D5$+Wjtapvkok7`VS=epP zUd{*p?@-b>?XQh8|$IrVJjecc{&H>e7_u8wtdH$7LHcHZ3QbH7a8xZAMTxzCD3D}ota|4b)ay^ z4n6N2_}u+|)*$z~u>lHnN=#m@KJ~=h8A2m24?K?s;yTtRSfloiuuh-a_=Jep8Rn%b_}vX2A@8C#qd#DX;;m1Y$F!j3kM-ln@Xbkl%p z@`F`bORGe4i!5^7xdw!G0=^)Q54y;qOP*KMO#Hp1Z!l`|DiSB!tqq6chBdE2T5cmB zzs%eVc&HPt;B2XN6ff$jClTSsD`4+la=xVLW=`9&NXqdjPw$MQ(*HtuSML0{RkTJLX!hGM&+As-D z(Cjr=6qs`2e^rRuKOs(uHD>EW%h(sv&Z;&>Ey<45S0s}!Gzua_)&p_r28s0=p$Uz!Tbtz!HQjfnJ6_L~q${}u z6tQs?)0*%l(#vQ^nV@T?-I5Ugp>_!$3khuBE(B#aogmVXyp5Kb_{lTG-YJFIMy`M{ z5NOOJYtCxH-Po-Z?@||P?=KsPOv0;HEYiA|e}Iz|)acxWR+@o6blf}+poInIEvt-z zmh+p9X_YE~Bz&qij~DZK^{@?NV#zkPa&zk*t4A;oNXi>AiAzO3rRt{~4^Zt&Wmm%YsMtK26F6>7z8LIKS6;2E%ex)OuvA9W*7SSiQ3|Z3Eo~Ohxg2wA%&=k}* zISk=7_Is<~#jzEV>8}BwNGZ+RoFvXv=?PFj%$R?pq`kdA2_v0^s2yT(s={E2+?}PQ zN|{s%LZ6MrH!cY@Njt5BJJa!BQiO;I3Q3^IqDhWxLPS`z?e!zMw7bk}jEfLxGHvYV zN3@e*Ruuiu62#cJ9(y{06ZL+!LY4*-+GjucI+9!VFzNPltOE<4^6cji)EJko$j&_i zLMsLC(n(#=+1Cdl+^hYpQiNb@YLH3p!0OEn0Q7g%mTemC;n3& zCX&>)(0Sls!xML~vt+!*cJ+XG)xRwi? zD(0ar5i-`WUZqS>Kk3rlaC`^n$01B>sm(poJbsrxHUn_#fb5X0aS{^|m`$zv?kVm> zWSUM5cCrogM0{DFzY1X?wUqC!$&{u10fxEn!45l9mAgT2E!u|%z-vO!p|7gp4A9|) zziI**s?&up>8|H8R!9;t)M2Cz_cKDMijXqp*vAy@-s8Iw!5$_?mK?n%kanF*p?gCIh}%N~g+sor3%VvQ<_PW!n^}_4`PMRf z@F)>RICX-f4Co;_K_)t;Evf8m{4$S>6r#!@ z89ji_Iq~4`&du{49JAKrf>I(;3>@#wn40Jrj;jtFPTP${f3X&D+##2Q->a6v*ZhiB z0GL&k;D>8C@A~?IzI~7=TMm5V+{;QG!&94b5t^xQ%A^_4c+D8itkaPc63LfQc(j6( ztK42rlBd+slOe9Cr52ZieDA5Pudy-qK=|33oFmW^a^oIMm3vc!aoc7UuYn>RkLYyt z-lUs#C9{7SNPvNlX{3O7rKqr|UBMIwiE+~h?1+871rh@XPWm}a!Fy>GS5iWU4n#A-*p9X&FoA%V25`J|Iq58zI7(W%|805L5k~m(eU*QTlqJu0&C!CtezH z#%6DJX)v#!-1@x^jXCOp5sn*>`}@Xgy&3gF(Rj4T1Em{}{TD^=gd-mO>(Es^yr6-k zUa~F)zmx$rdZfd1xObW>{N* zjWl%4GTU9~?LcfsjFob~(4*eGpAo@a&$s(^PT{UI47S`>l9Ylgl+iF3i!}}uib(2* zRm(KNz-ya5{+_P3Qd$2f6YI@A*iie_1Qo@cH9d8`dig&vIdP_mFNks1X%4oiX#p_Ke!FX}#-<;S!F6w`v~}{)jEjM9_P-xCW3H@+PQoxo%b% zWQhaK7G-#5VN=oDPPI?Tm3hiylppAfG5@kQSq2KR**Ts2S3~L zrbO2L%^2PJ_zO$ds&`87vBrQ5!`onX2U1%$47Vm4;Eue~U1ld!2vAL6d?sd6iP(5d z7b!1&Uh7Mw%9%lWqLk~a@ryJ?vdBPJaHy=Kp_If7pG#~@pqkUXaT3P>vaHlzrCrSA zRqh~QlsYHy9FHW|E;!YKF)q00txBk8Kq9H-co{r3Q zDhIurt;p*zw8kXjbLO`H`!>F+$A3ncRkyLukf^kh-z$#9LBjW;G&K*bRB+Gs*%Q(h z=z-7`z!~lfu4yCJTB96d%EPuo-=B=)r&iB)ip*Urs3z7X+Qoe0#}Aw{>O1a#ZjmGr z0$af1fD14$bl1_zhy<09nx@4SoLgHCT97Y**jxAEb?6T8)ARbgXvPqrv;7UW2bm>h>O_aa|RHyMn|L!Gn zCl`)87t|J0Zbo3Ak9C=DfZS!)9YzSuy@-Ki%xeK#NEw&PRhp<_Wp^g}4NWCW-Z$YP+1sUmZ!@Nu$~M^-8ZX53d^T31n1 zlJ;@n$Gux^itTyK_*j-5JKAZYh8!_84_jtWhW0iVvEsd@-pFDd--j!J6vww|^1PmJ zfaMTAvHDF|w!vo)rae3E`5YLaO&Ta9TRTI)*2zU1^4AH$OGoSAT_^0%@IjwbT|4e< zLuvaVHYX2}Rku9Hd%Ae0RG|`#bz4uXR^`D|0nM0EnP6#%&HNsx%x!b0ccjq`Qjq)& z*{4e6{Os(EOQCH5iIwroX!#Nr4lezP7*a~4+73t8d|a6Gw)x37KaW>t8NOj-q!b?( z1b*Bcdw@P4{1{nyofRvgujl?Hjpc6<2uR~KpNh>EXjjR#!9Q*D2N!EgR z!+%y9n~~0p0BEvMwkzx%rdWYsEk1VsMp(x~)KBR7*3mp?Wx8GmkLm37yeandlOU}d zACX~ETn3L~_+78Sj=Z=Q4q*euK#+1pU-Z|ou;hFzNQh+1%3^9ncIRGG1I5^f;H6hk zNFM0OE`DB8-O(A3oA;JIq)EuMEe!vS$CCW0P1Pl~r)4Xav2LVjv+YF$+6JVT*u|`@@^R#wdwG~yS7M$R&0-^ zaE%${A}}EvR76EaPI>(cDC`A@XQe=#ENE8JzRf-F7*oXyg;mvPOLJXvYB`29EwzDk zbk8vID1-+LE)DsXrbqnWP`QePG19-bs)2t}XsOGDtAY1R85ek`}JkebmBLn%MA`1rXlHY+Yq=}Ra&v4zL4w$dzjUm z$sd}dT`CBp_(d@c5`#|8Wl$pVgK*lD>2s)e2T$PN0ty}py$Prg7(b>V;|Q;0gmU9a z`WniVPzv3NfzCLU5|q0yOE=Cl7#Nzleqn~B%?ailfHuHtIdWL*R?My#U850sut2~= z)C2m4%m4brCnCKAuB~(OrPiInBBJbiZ3u<*;!Auc5?X9`0RDr-kYLrYLQA_Rnb+FV zzO#1|_mD=+g@$jUrJso$1$;~2J#7L$dPG0VfxejE%O5*&?$iNOC;}Ag7-JD@wi{Vi zW#NV%Bd2kl@iF^m9Na58e^_WL&{tLb;>@QPZj~90T>h{}bneX;&d)TFYxj7H&4sOi z(^uIQgs8l>ueDM`RrjuDxjvub0BLLW1@1pGx;&X)VdzD?$&LH0Khz5*Dp(m(wzOj( zcsx}e2$I3R8YtsX>O3#1;{Ux!l|d1SS7cK`C#iLfPZT5rQX72B2+!ge*R#K5JQ7#eFA;YE1<<-<{G-*ryR8h;YBguG+rC1MaHO9DVl50V8m{+wDDvRZ$LBkFgaBx;!aSEY zlWlfsb=rOlFhJ{IH_GfV+iy}Qd{AN2Ta~{)$RAl{gsf2*I#u|`k(xjAU9VL{_?e8r zYJJBH_(B_8WE>XS5BYHdxFr~DU-5z+Ef+fFN+#m>;bhyO>2ml z36m6370aTQ${?o+RetDOwXIVYS;TPF8vNT@sk5;b)+`DSO(F0`gmfK74)``LyquAI$+}JPGqrVCHc34Lo)}&sp34tFuWnmQ>sxX37zlU6dToEN?V0 zp=s5OVM466;EMugR>fiT^>JnPH-32e4pcX7^#;-6&gc4r^O*hLVcA{7Gn^CSog;%{ zNOavLRi=+)b^hAOppSF~pGbrbT%;4W-|ZGVR2+B;)2r;>B`Q;;EO#3ycEkP6`CVa=;HxRI{tUuN?HX*w3S~$X*efPZ>*1nQfd?j+NY9 z@+}8OVkP1w^RZvMStr)i-r`}O=NMeP)t1mY&fXqr4BhD?C}64qA33Q5oNJt{U79ZY zc8XRV9#e_Dh@7@@B2MgpjNB37Hx|^4Bt80J`v%(FeIamtVFo>jhW4BUR8x6hBfaUl`?JB(GzSE>)EIn&8ovCmyOD@Y@wPs$m&ZWN>BfHV!MnPe0)}M8Nj5 z-@?5%3g-8y6lp+zhD1jeTq;onq6zBP4GkQnmJXly&w2AG_;HQGlQzyy$RB-jtW;&1 z<;rhHvIMrwi}-f@K_GBhqAJc}Qd~mD6Fii>3VM*IKL61(s-48JJ16|3j=rf$`|Avqc0s~-5Ce*PY9*8 z`dhjqOH5lNk;eJnWaR<2tczKQBo^$p(7t!hTSx`QQKt>QWkQ(@R8U zdp`hiX57@>=1J)jH!D)mJ-rS#4dq9x-uavc$&;v-#t2G=*+YKHb-O0x_3v5KA`9$_ z|H$b0am63w!>2}AHheWTwf|s5GXgV$@k75}o2glQ-IpZ1>8A8e9B8f7KHeyX*;PBp zm6uwnkb!W|6u@odE6XI1Alne^NTFki3{ z#8p%xOAv0d`GBo0Z`I4he6w?X8X}I(Z)!;X6#WIl(@(#fafN{)0^)ELizY>vMTv;tQZnQo zx+;v=|6X7;>w=h8xH<{L_PVBHxCG9mraxSBaRX)>(6Nu$G|(M!)ya`PBha22?u+s{ zQFTs=If5z-jD_T&&vyLi@LfjkoJ4Z7|0t0Aj^9UXEop*~=!zA%K8z0bHXj8AxEP1j z8*3s=OablTc?r`cugloT6H3SdbGy1uqNLTI>8>Sn9K_=wt400XsB;KnyZ>roE&im1kpKop|BUcuy&W<<++Rr_}g03-DA-}FssYWh8 z7&h4#>0Q&&;f;suW+%>kF|hn|xpf5lSV#CJ=kuq`N^V$EuvKZ*eYMQ?+qEa@WFB_w zY`B>s<4OF}_E2f?I5wsfkcNdJ!cG(JWh8KUM;eZ96;kd#m$Eipr#jgCha-J!-SBdQ zkM>XtO^W!AAS~{sb9uX;dv7kN^khn9swg3qxaVBqjIu`lW}^Pxvs|bvp4e@5k4Xyq zm^Oy7z7mDo5e{NihAB>!ls$(cPi@xj)*#$>P8e)9C-h0i!FTDka{ylkd6(7m)(`q`!n!L!N~@JGWPz+z!K3# zu-q1t6Ar_LvjHOznXAQA0E>Yph(>|(DGPGdomsM6j6Khp%phA!njM?pa_k>RKN=0Q zl7KoZG==bYK4g5BVubT-R%zxkPy9fEVJ4B`+Apo9y-x1#KYwT?7^`y$H}`yv{0i$d zu3=e%E)89pker_es;IQT6TC~TH^+y61~0q9#QKGZX_H1Q+v>foJTqs)^@VDIv9GiI zT~&-8tSPTw$e;+emx4^24weWXuoHv4!Uq-K!qI5@0(YmU#6YQLp~ zgWVz+E&e(%!Pr_C%n1>~6eyJkvuQB?s%Xvy&fNg$KcuY9Xr{bHCImNi!44*z?bCS6 zX=J295HXMy3Y6FA>+eBqCcZ=80d*HpGrse*lqo{sufgi~&-;|r0(>}X!$+FO5hhQs zszVbmwSyg^A%j5a%XONm5we3`OHmE~Lf#2)ekPQ(f0M;m)~D}@fL7HmYxd@v!FrNL zR^c<(WYEAc$7+L!Mkr=e`$97jkiRnX9Er*C(oIq)j48Y5WG^W9gZEewXLRM1U$QDR zp@hM}7VrvfwF@hz__Nmh(Ek$hHnxczpdih0jK@)YF%I2RT%&1m@IJhe1-@AxPAV;e{Qo8vHYbx#Yn=P;9R-<7xqDj1^PV8i5%#zn*!M3nnEbh!Gz z4H+O46j0vjsC(pZ^0o4!Ofl~(RC*57fie{=o_AZ2l^t9s>dp36sTeUduU{Ix6F5;E zlg&&G<-vdIi&i5e`;rP)fNrWV|v!@e4je-Mth&jb!px5fy5XTG=kKGBN+}GC@g7$GsUj{! z5REh>XbaeCzZOhm0k7nC>vLTO@$UujFR=;5jZ%;ID}EqPN9uT}e?7Pz z4(bY%^IMn|d&v(RI)i<>sw{g##EcHDf>$T&!ap`hfcO3tLuu}vqNv>P95J8xWW$rnvz-J9C#Pz-aLwRe9|QFXZ;tsYQm&eWm~) zBP@Y4mkN%`JwM(!^f|f?SJLHbkCiG+ZqMGX!z_#EumZRIBi%Vk05w3$zm&XsU!PR^ zKl3$oS^TEL$$K;+K~FfdI!z%k&cHPj*OO~p5vge39PIrr`jI*+a91mSr~2CN(#*|( z=;x^xSaYT#WkWdcQiFx5V`?Dk9ZzEE4LFxMaT8?2G3mwvX+WOMMbTryvWt^s z!|>aj<;|VzHEvkVzPQ@?YQ>Zr=pCs^Yb|G|1n4>7a*hI=m1Xt%Bm!{GUUqfL^C)pX z6gjBJ4z4SIO9^C_TDpBW?|<{DD5E9xtc;m$oKpQ$5^k#q>S3ZFG{Lpmzu@;{j{)+f zAZ$3W>UkXST$Lsh`-&~a);{Kmv#sbDmUW;iop?U;<%g@|*zydk3ftxo>~{bJ$jZU9 z<(+|hcYdxv{_{L(#F5WB;m?^Ai8p0lq7O9b?@$09X}3iZdRxpn1{}qBz5kYAwZ@F` z_yoaaI4XeN`|3)K2cz_oQAn~hrO@lVM*0w_N61gb>RS%=EXaxhmSb;NjbWQn>Arh( z2^lkgDLmbS#@j^F?lE6QWS~9(+-P~;lG^OLzW0BpJ0bCq+{VB3sVw_#XuKVgN{BXB z=;V{Xeuk^*gq#PvxlDb&_0W*K>(6z2$z8|2a^_Zgc?4EXcqn)_QE5aquC1pzQOj}` z!FU41w?!T~^OQ?9BnLO}P_jVhW~n=4MaU_~rY~-RK$6UDCXVaUvbX`)*+m|jh5D-W zGz7yphG3^p83dlx$?fLu_2gal5W!$K=fJ1B zigUWYlHgWzoi%Lcv%5geU_e=+@saJ;s_eHJKWbnr8zFI)rgh6IhHnq^rX(C3a_fgs z3)_1hGG1&4zwCu&Dq&|Uy>wJi!*#{8lpaJ)b>yBF)Bl$U1o`BvRX(g{#LeOQHmxN~ z4!g=yRTw!V*u#t#$|V>xf+#LLC`-aRYP7U$QzBW_54q0<>*Y}dGpAv=bU5Kd9j@N# z{AtyXH}yNV5%Ip2q5Li2Knmm@w#%*B%QxtDfMcCAF5D8PHA=p9{aoU;zSfTUuRm)e z)?1xeDi{XTFVv`Vzh2Z5wDaw{JPngDRNr?bN+&p4?cmDL=nhBFNLf-x?)a@llW;-jr{N!NOp?w>I)oaRH;e+%0gfqd~ITM6QVNTOQquhMbLtd@>B^?pv`X5NCiZ zf&_V2f_yT;x}RdI1JQ~2l=Ry3nJsiDEM(POovS+K82&=?EykzCcR<&lz1@*m-Zch8 z6Gq;fi$;u2vyIxFIr;athw(qZGKoE*IZNCX4Qg?$sF>NXhVWKpkr;aJ4jeY8n9A~4 z;MDTXBn&xk#SVWT2u}% zrK^=gC0}UMY-Lw206eL=EJbrf8l1iHd!WATwYXy)Ce(6$S;RF6kY&j|(TKmJfGhkI z{^8dQ+Ssq@ghAy<`gi9wRoWV*vVA+P45w6}dBwM7Eg=Y0JlsS$x<7AKsaR9byad=- za&+TwZdRVngvo1^nH&i-VK{p3L+#$(M?KK_h=!T&zQSvxqT`49bMt?Bjz6C1Gn7&#L(SO3=5&6|#9Ar~d&L0DKsx(v^dMs?}VM(-A(S*`Tb& zEf$1}m3!_5uut7Vg895q1m^VzGF1mgi@&?eLnu2BB}rAYGOId? z6Tq?B8}k-{i1NiaJ6SOjUzLdnomUr5pFJC*%0WvZ|PDYILv&wwLA*> z_(LcwW}8OO@^11sarM4yT$pxVRLb!5eYm-coZ)&HqT(3PVCL}wSzll)6JBm~7<@i1 zzo62lnNPL6~$y2KR;zQV%H(SQMNNdSg}bnx$72>+Sv_{%7QO8U4M3cJ-f<# znoEPN<$($&pZ9mvC)Y2E|MzU0pTtelxt5>of`35Fc2up)nrwlLzNkZ+cZrU5Gh%cr zT4L>Bik-fN)4Jw5!LagmXFuzEM;_fxmO+Q+)E^+17e0~{92y{eJeEcDRsF3fV`^0- zJ!9UFB7_?f63?8_^+A}n`b=yL!4==@+`G;j*9CKbBq+xpB`;Uo1T*xMHm(b$bDb-S z_zt1$BEhUp056r>5T^=57GxJqLv~l0NJOw-Bi={li0%tJqBdyz9Wg}2wri!qw2b#> z(c9|$Kq78y>%msb6Ell}(+n;>tZ}VA#6gGcgx=0jsz!bpt0{t1e0BLbwB?OA#x!`P z_H5^#e}w|l?;8}5nlNm7xG^}ZWrNB=wtpOC0Wq#}I?1QTL68EZIxNpWx$)qr*S;Km zu|NsSI_sUh6Y`M@^AEo*ZgCRtLgSlD6rD{JJqYzr6arr3Qh6461_Yo$5fh|4R z5HZZlxfl&1%Kk!~?0A9P2}{98PBWVJ%<_CQ_y*^AQ|2v^i8H$;3fF;#n?|6C&LhMh zHrc%yA<$%gnwBlIp^iM*x zt@zq@@gQS5YamMS;q;|mww#sbnDt3LS>3M|u85P|a%`p2CVrqy8sSGjGc9e5WvKcD zV2Fe^mh}NhIC1aQ=|3}-JrLzSw^t*tObzMYGO9=*N+p3_vt)J{b}PX`2J9^eHS*dZ zXbrAKSZ)sMy=&}znx3Dr+c7C)l{xe3#SL+_By)`!owJ$vLiNX`37M{}mJQ*A1H|%V z;4fuvFFOhj;msO#D`j(J3GSZ|liVuL%YuB%@2m2h4@}c|#Ec9~fc$*WmjJ|eJ#Y`ajt2KvHpF5rjg$3hwfO(BdiE2;UwFq8yLxq|_yW{tgF5RA?hsx>T#yE@fAgjl!x^Ful{^ zK?XpjpH5b^mEj%OGE4ydw0iy=YjIdaC76@BR}~0U94h^tzd}BhDeF0}w-ey^@0X39 zrkegi55k`=NzA5hD6Dmnc$>KLdr$G`4Uum5J1Z8l?3|>v9ATG`Ryz;%BQ@p<2yLWr z$DBr#5rS&^s>|pFBkYTD;7g2p;OhOKmKB7z`2Vin*WtrU$=43Pe`GD#_MN}>4j;V6 zJw?Yz+Gui81}GG-|zUUxKW;Vk2o(75dGN$@M6ex4llxC8BxwLVCcO zTdDG2gS@{BJb7Aq?HH#3oSlSaZy$wIOff};Ug0a9dd?oz9ZT%Ay^ly=G4G4Ys-H9WJ7@w=f|(`yz%goETAWpL*OuseEya%)j^WMo z;+uJ4JU>A)-3wzFu9aw=g@|vbGzE#5?JA`1Xz^ST9(PH_E~L`8a!dO|QC6hOLxQ1s z+yA*}3Hrw)l^Mmk{fB9ra$3Ap^6dWcrp0QyzP!k?$90gT7qmMh*h=N8zx`&yZq`5VCrNZMBQ#s`Rb`)OkLdo+{4iGq<`2u3rxhV8ew%27v8U z98KK!_iV=ma(3^JwK##-krjaJdiL8>IWs!6R0|g{B)UYE(wU&?THr5Wog6e6+H$s{ zekV{EXUU4Gp_l#I0hqefTLa8PtCUi2C48`I4Vh|DYh818Ra1uX2HZ;OxqR0q2ebG+jBRk-Z-7g+@ zao$>q^+S0FPl_}PD#Z0y;?b5bW*~pK_W{;8lgSLsj2DiBA9?U$F_S#9e2BTkl+lSa zy$%`i&xPUE{k3yidX*G30R zLn?Z2<1^5dk5>y<4Le*5fHZD!;F4o7L8c1a!~4K&yWWkK2eOYmY#)Tw$nl0^PUVT2 zv4CCwF&g}ISfXGoggztWR-eYsVYMULe0lg)KEbLE-;BpUqx(2ew+Kgat*W~e1Cc36 zf0%L9=#abMs`4%v(7n=mH&_X*`msC6`B8m{iY#GwId0_*&%(%d(C%w@g{I7j=APqd ztMB&6ETU3$;EKkCWmyXs`WM7s95z-M$q+6X*xG3@+|eCGz6p1f-;L~*v`!=FkhDn6 zx#qdiwk?+4oBl}noFU#ntdY37$@+|29`6YYi#lgp*@kLr!NS7M*eJG7c}@$-41ZEI zk&mbk?L@0NBfQ>YXIJI36&ozQe%D@6w~A&;VP9(h^nxcPb0G&D zcn|AJi<~Uow^cTk7QgFTgM?S1!io&Z%-^+9)h94b>==`tC%kn9G&otyAlkqej_an) z%0ITSqv7TDDHTeCX(Z}Pi{2W_x^J&O5Rx#PJ@{1zaR^h{ zoq?`3gy|}w0qPOigV#Z^0~#0#z|R1e#sZ{cVM@CD*tGr-9IYAk08J3O=kh`Yhf1)P z{7{m2+F=69d&ti(Gz8HcZQIU?uK@zVm0m z&0W0J4#Kp$hkA$IhYCcfSm}?-lkh!!)Nk)RE^TRSUITuC=m+o}_h=<1rwJ||lDobo zCJba5>Ta|H8p=?E+6pJthZ@(!-l9%VSImv+?0oAy7Ee%RJ8zG3wf~8@u63HoSvTK? zTt1|p-;K#|a(0fceAJ(fTB&yISc-iRMVS=q;CXP*)seIo5-hvcE@ok{pEJPBvZ==b zV9=EEZfGSDMzu$?EU%MxMmEXP6fdQ$6SZy{eGOSHp#xsCh&{Lt1lf9AQRSP;Gof2p z6}cLSSwqJy`e6}rFV5w24AV{2b7sne(sSxXK$b*GcIHVQ>2)0Y5B01@q;o=m@fxpz zVh3vyJaJZ1Q61u*f z-VpkA1u|Zv*X9WYfsgbX&I@sM7I&N>-IbdJ+tpk|UW|!2YOV*OKD$PC<105^2k-Gl zh|s<1coSQ_YFWKg`MW5s1^g$_M?CoSS+y8%r$w_{rLopo+AbTpldt^5IsUFN{Dk4apAWydh3G@QU_lDy<%Z(#l zgDcz02!2D`!7>8{6IBM9BkhmM?k(yD z(-)_CLb0EpreFV(tyUU|QZd56%=_=@I(jgV<$>Y5%FqU0Z|^f#GPsesmf~YRklVM9 zRx?m|>Ek!i`<~wc9(|+fv2T3)p%5zAFU?_75Wqp7tSSC!F){Z@$jtj&XPj>2j)%+z zCrbxDss)+dNE=l^`wJ-9FJiDT%%}3R^6N~aOFQ1M5f&YD$Z}Zd6TQylRbpi6sBIhz zZFtyCIgK>uAB=v6To}7$rSga^gzvxKlGciQ&VdCVtq|(~o$yM0t(Di1gKu;<%?#`MlRJp39xDtKu4=O2xk=?;F?Ds~|lU z%CEreLNSMDX?n1W$+;UtDT?!DcR0S&R?kn{cv~J~hw{mjNyVnYGZb&|bUE4V97#Dg{HHgz^U+dq}_*8lt6KLBYRo z6S3jIN?v+&5N|)%{y@_{V>GQ6^JRziV8wfKy>aW#M>Z$iv79*AVC2sh%w6;q#8+t& z^Oaun*tDz5`%OP$!_|Vs6P6qELTivKeQQ)V#klRaOPkMz2Jfukh$Av~%*~E^)WAvn zv*XYR=1&m29X_>(Q4#G16f-3Ro!|_ zIZ|*HOUd4`VBrLsrn=*W&rL;D`QFt^ytyFqS-!NX|=8SEGB%;JTi1e_vZXglZe8|zMmdzP?M0!W`f{UhVJSq5Ub91~7H#Z0a{B82V z{wJt*I&~^n+U>f%oj-Y>3R%1};fB4F0?=d)w(IRzYnQ@N%594M_^HqBaEyrJfM{nL z;1lW078do=FZrqc<(@+XxCx95o+rE$5U~l8#>B= zCn1pzpnp7fb@32pNg^NYi}NanXOB|wUF^V4XJCvHHNLzNeuyp zmD(YDFlDp^aZ>h=(l%tqz}~eS3MTBK!gHd2iLU05`CxQn-d6)0-0gyZh^Xb;Fq+^% zK#Hcg38eDOJET!hI8n1MN=X_m^Nr+yt9*2@v5|r?P!T##rq<&JaW1P15?z8q)6`Pc zjkCaO!042}sAm`3ms;(5^eM?ARMdnShQN(o^fM?}N+OqYg>ZxC%N9kKjhNDone4Q> z_5s(|iLaBLx1$X+xPkHvVX&2z-%jV8%Ke zyeWk&FGSxMTRP-~JBo;pfcKX!%(Bdf+}e?0%~*6g=b~q0vnR@%kz0Jsjv5_%0#+V% zjxVW5kO-77oZ|I^OFIXIo_s(X2?Lx#nOFCllbIn0wd(_S>h9M%-L7lx8DLBhWxbuZ zWXbbugk(G7Ntl*J2BPqsILy+T@bQ7F z@=WoX8PcyOyYPk#eJZX*MbkTrszoUuHE}lrrkGawkbDtE!pf}oJ#3e~g?t6w+dkW} z959Q=xKW};ooJNULZlAxH6>hfe4eY~ySVR)@QN*Ju?zZ?aDoa_Wy{rTI1;q@bw(lB z$}GMfV@nARW*FcZPR%5lh>Sm%t?fjZRuSB$GK>tq*u?IRgf2_zOLE!-Ferd9q+vHj zzlWM6*44GhkK9>zkY3=u#gr$>hJc^dUErRmLxL*p4J`!(By8YHD z{GGY>p3*dMj0_%mm5f$R%VKlh$UlON3rMOX5_)RK8~G?S3P-A^+5MKG9>&FYy9%7N zj{)yEhMSf@A`yxL<@KN4SB!Bch?7%y{uc!{%5k3Gq78-6nP3+-cfBB&TPg-hhdsx1 zrzE6=OK=4S`QK#R(f&3QDse84OMkq3<3IlKMXzo^8@=Ei^mbWTi}f+1Bu@F_r3C_~ z5r;&ut^%4R>!f{<8um4^e`JbSiDo|VRmITQ{<%s5V)=LiFS11LKI34c9AvJ})0QN} z;_rd@C7X#7-pLxp;PnC%pO>lBLG;(DOPU{)&}y6+Znc@7YIHd^=*ciX%|WDCvU(`S z6TX=$-?3lR@ByTh*4x;M((n15;xD55_2&EFJWD4h!iT z=~3zfnp}5F!Mf8y99}Hb`?{*S%pKyE(=v6P2P;%jBc+BsIn({Jez+}K%y0NUf7vU> zc6kCZ#OZApaBtP8caC_pJLDap3nKATG#cnrm4XZz&jPa>rD7?3w45H86n>Q4O5oK0 zMKRJES=!R6 zvAI8<%LUCIWk;RN_h97JPZ#1w%3qfGeOU%^db~^=h?e>@S&rL@bx}ux1qJ_xbYP?! za>XXZpgCW-yx$j9Ta2U5vu30j-^v*{SVnt+MH?^3^UI`glw^tpeXc`f{nAd+bxx8 zhT$*Vb>&6`7J6XHx(zQsD5`l=M%C5rp;=C&f%B9GvT|r~=bJby+4@y_FG1N*KT1=& zY$qd5t?hANNNcJ`6kV>SX}oR8`%w!}n?~eZa+2yXBuU*F$DErTsGNJlyoYBWMbUN9 z48lj^?ryHh6R) zfaxmDUxTCvBIe}k#PX#J{QZk(#N5+ z74y}oQjysaU&;TDl!=$?y`5Y)+gVwHYKri2_MRpnY6o+!A zDW{r$lSGP^daOIEN>gf{*Z7Fh12{VdfG&DOK*9`-^GJh%zF$am$&e1oldu6IPqXV@ zO1QJo3@$nzj@AmvOvoO_smsWgfABZ%^|Pvi8(ZANko+$N0(bgRI?aV*NuM4FXmWri z2a!k`gG#GtZIIm3nL|frYNpZJzpn=Xbs7hvE1o-wg<=WQn0O467@}U~A)PBNaDP3| z?|+%(E}4w9bf^e^f&?El_kuwmWb|Dp5K`L)h5X4VRm`<4O^Pbdm8N7VLI$#G@6@+Z z)PzH)1Yn*>z9B2R6V-2E!`#nBxt2ciF6mwZ6^vRcd9+ULo8kd?t|j{Ph-VXZiFFgY z4=`BD*ut=FsRpV~REML_$m_lm(``QA3L;KZ2w}!LNio)&PPT~1l#!S!T$9dA>gCXZn>VpnP?@Uh z#Bv~F8yzc|#rQolB|Uw=apiO3ZX`C9oVAaImCW5 zt94bu z1N=H!xcVSKQ$^R)$nBAALjfis5&YQ`d$_mXPH4FFeArb=-|9=6JA~*z7TYo9bNc+U zBZm~|uQJ+*p^)%#)VR#-j=oR|3s^Npckh0um8OoPOzKki4CKHy=DFdQhvjYY@O*F-GRTwvDs( zax1+>FB@kj{z~^)(bu1Wbh7(3(N)QtxJJHMs})zpt{05cXaWB#OsZ7^F*Io<%lFV@ z`8cusbKQN{Rz^8fY#Q?;vU8Gl;g_N7xu+CX>nd*&)1CMQ?Or;;!7^ErB(h`lr>$Qs zsU<2cO+Gxbs|6(P-TQ_gL;qcOFi9Y$_)powD-!!U)Eer1?*S$M=S?@& zBax1q1Rkld8~9EfMh(96Igb{Cb(CAWLH+BPEgv>gs5*5X&WDwkw;*GZN9XxD_!cf| zLW9oZOCuz=7ocheIH63N=Fz*SKiIplk7~Fn(5P@H8&ot zy_q+=uuBNhdx=O#PDrw`qU>HCZHQkP!&|@;0a9^(I1mk{^w`kpy zP0@NoHUzwq+64Us@Jkm!vjO3UfA%ep;RDMAMUddUZMtCBraEcUlMSWM7&tl+6`rf_ zeXw$2aM2SxYjwB&QtAlvJADvjW=PbS<^xQmp&vu(a=eXL5TLF*3M~on!o(S>l?b3y z{@B;*W1cQ#yq*la`JA4kMDi9MkSG|et2RcYQ1nFR+`UA*P{kzFQ@aLZ+VjfvG&Siu zy9DUHUraTC>v|#V0x7`>ahReX5ym}zTj^Xh7LW^SJGBU&DSZ&8s@}&i(gNf4itbfO zjl16Bs2Ai%SyD0aU3BW)Eubpny}x3 z#;nD^=SNa?t|12;Y!II#lB88ti&kW&+RMxznbCpekKGxV;(K!RCyhLi`97FN@+@B2 zy1294@wf%Q{Q}AR?;tp6COF_wUM=Kw5jt1KQI+C$*|1p1eTYwUAxm)ZfMSB0zOL*3 zhrx7s3`G}KN?%i!w4|k&rLE>!>*Hd3g-t7-?aCcFjj{!xAu2>>eeP?_ zYe!a;@L^;salSnvs#Lj~=mJnItx=-_6-{AYdBJEh4#C_X!{r|F2SL0Ax!@c)+l z=a?x7(G%IFVz>b^`ia7`p2OsRHFpXyr+u~es!NRO0n^>Xr*WI z?N>jMBMHFEE{X4L2$ikUm^TJsejiG>UBcO4QY_Ck3i+5;r3m;IS{y1v6V;T~Up zW7N^sl!bg2<{(%E8t7WQrVO!pf+ut5#*yaF_}`12q?PEj**@X&DFo=1;KWlry+6WMF_u$$(7dy5 z?ov8~)d$Nh@mh9}s{y7Iw078)5Q-sI$7gz>Wv}|LQBj7)J3Op^l2fLFwyw?J@dq8; zdU7xAr<5<}j@YgxF~dy6DwmaHu-i-w&fSip zbEKRxB=hPa1d#ctk)fRe_co+3#s1}yMA9{3ZL3N=oG*;6!xtwCa)*DQB)95WP8%fxu2@Z%Xzy~pC#oKatV4Zocz*9ch50sBlczIcTFzJUs8CX z9qZ`lNYToTV+Btr*(Y8s}eWIoyY<8iEVv>w+-cI|kJGugZGZiX_xmjGM9> zX^`~72Z1EJNC^X;CI#6S!MUOD5#OxU@J?#E^pZc&AHDb1-6hn?9YF;*Sz+pyiBm3M z4#PxaSl z{vj5!&aEk&luKd)weqSs53C?gw3T@;ox{7J<_Q&z$YYoB4j$#r98=?^<|-4|-@Wbi#!2PCwh z@dc%cE_j)d;)pWZ#J-us?`prft*(<(bl0qNJmyfF#UKmb75AsD0n(CMjdlWM3I)Bm zJ!rygi1VeT0^#&2f10r>@eIdRRug3Ne{mjlml&%FNr(bw%9HCOrR@Bvvo`qe#Dr%4 z*x*#5(23pWS;KpyaC5TVq{>lsH1I8+5SrQ@}l%R5~2H2i6^ zk-*3Y!s2O$5f@hC<)3UkNo&s?>c-zAgNyNt7&5EXIEc^+JRT@5lAW}bt&M! zq0YygXb|9=7rFXWT*46jLUAbH!*@(GrE*A>^W-D95G4Ip_+sm7WISdh0tY9)-@HvtEZ=iGW zU&HhCBKSjvNcu zqQLzllF%BMdCQ9!osAx&sMxQ)Wg7&reC>%I@K_Kddd+upOkk4d!0(+r#z*WpN1~}u zRNs#Tal&!R>?>`sC|K(;C;|v)-Q34F33u(`Z4O$`ZLe)6jVT+ztzx`Q>B^MWRWCX= z#wcklQs((upmhDwXuTxQvdUPRHRtTd628+brJB6!T-Kem@+(z|Mg3IM?+1LH2AtEz zyOit>mDLK#Y0w`I<-B4|w9#iV)>ERZ6!Tv57AE}92AR3oor%Jd@Q&&Q_;j&;Wbx(a zD$uDd2rC1W<=3)eJus*^`4?ta045o~3Oq>cT5vHN;!Pdp@eZA15|vQRjO>n^K5o<6eSeotwyd_s;cofbl^0SX;_86aTwXAN7m`FjQxm~NCOb1018lYIC&!= zzdxKLXH9sLR_Zl7CENlr=qg>obXWJ0P`;X z*bR}+?_*n|Wt5B+ReU0p&N*g)E&*X8loZY4e*ZOhVl7RITE!xqv2KsBqg4$a>Y!_V zW%UQ(b1IWC#TF;b=R5{FAY6>%!kAI3q<4<_c3=bYP|NFK^z0};1g1Z(mEJ~g%Dg?F zTFL#D!@L3~=c(I=ISv? zI}>#BxhKfou67&Y`eW&0$cJ$A%pyzQw6V}jmd_H}ZWMdTu-`_7#JqD%vM^AO=x)YX zY(38EEWfP2HD2hymeSF*|KU6cJk~y$_ah>a2PusL7vOYKEOw%qXIpyVQ(3#QxAG(^ zG%?HiRp;Q?oA{Y{l4ze@V1bO0n2Q#@^Z2bA@MgBi0VIlD5)NfLE|-65-cTeqA|s2j z7F^hT;7g(bg*H2GR)&;cEkfB2D(4)49Q(OTv44=ZyJVWn3Iio1(*ZO~rCDz7?`^9OO{ICuCE!|sC2wn(KQfi6;b&i1Rp{MUm$Gx(31Wb-QYh*$rbB)iPZ$!vOOw$BB*^T?4hDT#M;Z z;#LX?$@HHy;+g&Fj5LTx3=3LD?0-+B3&f(_XVDBE5l|q6$SI7Pz7ORuXi@*M{6fW& zO025ZmaRfVRUQ^*TH;q$&b<4s)VGnkeD$?0$X&eu1Cv752=trO#a8}@9|mjIiWA56 z`0wc0M=&A8F?EAFlSV$(!&zb*3B_E@uySt0JSfRiXyHJM*8Z6T+ks%`TJAaHBWzY4|( zS3$sL)|J4K9-$q^b^B0i7B-fCH_V#8VRX1)CFpiLUB#&4*nM#md(L}YvXiqBb?Hv+ zxao0BUbYXvnTF>!6veW4jHfWFH1ef*h*`^8XIwpKR|<9rZ@F2M8!$q-_gR zVw{D|z!*aj_*-4q*#5cqStS)h7sX7@-Y|)HB1Jhrru|(yCQe&oht0Kv#Al4o1n$FU zn*SDu&ubNndsL-PJ7x@X%d%*67-WLa7(U>JcQ1)8=KnvW46~7Z+2QVYT5c;s5Orj5 zqd8On0l21IVY1hLN{UTEOYS)~$y-nWpCE*#(xn?SDbOgOXP`&4*~L4i-I`a6}wrcouN`W*W~2+C1$rc7}N&+mTc6WeXqCH zX8iNqzTqJp3uHWKFR;3p!y$`38X**WA%3q{CYc=5D)s*2X|pR7z{_h-yRrYEF+_{# zD<1*9?11m6PmZKJRy^hr`zDCMQR}b$GXLEPW=Xa&+9db94*FDsw9s9aCa-N~bVTwD zYBmQNfv`7o{ObQ^_3HZnsAL2UPkUHas|Jmp@jhYt3E9X}mtxkI8Dcre)RJV1UoR!E z8aBH8Mi?yhDTda(onD(k>L6eXf=XJo!Zp)e!qFsV=&`Stj8-aEe`~l95w#(ggF=<2 zGnOUn?S7-KOVVgm6oJ*jW%V<{U#p@Tm`uU&mUj*&oO-o^0H`OD-PDjZpiWEfR0|Y; zqNLt!BpvRebr2ui|9-~Q5!pM6nK&&8gf>53k{s~g+5)?^qEiI3D=h*bCp%+yJb+Lc zOEzE@5nQj^(P0VcwS7a=zxcZoQRqbswH&NiXB%_HA0H*_NHO!2CZm}ty`lmBM76|P zfF<#cbZJa&B~>e!#t=c+Cce!_XFO|&n3qN$5ysJPp*#(pN2*)`WED?j9@D{RsxGug zyw__xrqnG_K8urHcn)o4EQRINFU)XR(09dtqG_p@fkZQANu_FJx0`=DOQg>d>0RDq(N*xq^>_g!EWZoW zZyR6MVh(%UBERI{)dW-1sFbIY$_z#mSNj2NG+H>#KvM#Z*b+c5%kV0A4m_#5apoktGmFp6=}J&1 zV-$SWI27NxOs|m5xtlh*yHDBA$zPVZa*C5D`wW(=zf`0GVs`*Wc@8oB!Kepw23?L2 z_#Us6eOu?*4m}eB|G*HYI}~qz@a7NhKXIR_u$pH7)*xAPKwcKDL^`w=hBJAfbPJ2K zmW5O=GAl!kFxSf*JuW{>4w!sUavpGE(9bJ-C*Ku5Wh(c;PSF>9OHAhz9xwB04^qbv zSosg}an6CKcdpV#_lUPT1a6sj5*L$+VCHkOl$~g_=F%mG!pRp6viw=M5|4|_Fzj#h z{8!+8#fyTehuRb0KQ3+{v$-#58{PuyIqvzm08=$-jGs%#1mX9NnU<4M4aK==ih}}WxsQt!el0c4Yp8Kz};w4O33cpKB zVOC%{!l!GpBjf8?3^wqu`lid5wz)B^PIcbT_KiFaFG#ccxuc{APJ;-DMSss&!cUN& z8nIe{hiavKY`kh>g~Rk|qm2o^r^FNzF2WjpDH@0woVfmELb3R36gOvalAI-9==S?b za5HCJ%510~;jS)5dwz-9;9MpclrxovmpU(_o_Sd+8MwBX6j~u;?s2MEC<3rv~E4D)H z(`?oid$U&!h_j^w%h;~`Ayb`~v`(+ECt-{g$M>{DbQ&>oY4^+}#_ zmE`59bTR7n!8nXiyfOtZ-ZUKb4wBwSN32!)AdNU5ia1-BE{1yznI^=B2!juXpm|gp zK}NIO4O{bH9;pgZZuY((&Dw$VhP8EggAJx!3jpOx18389*>th1yYUlVk9RfTy*>uSNAS4!3RphtT689Mct0agA@YF3NsqB8nZuvci`I(F3^bU%oq+cA*Hdoj zr`EcRx=2YGgQ}o5#9Gbq8jVS*(B@glzLoUF3Q23FcYV(LR(U49LXeD(-+;iFm~D@^oiR ziONQM4uDgY&DG;-XV96NyP)wNHn{QrN|AS>$e|0vK-;@Je4qXbGM}J>|6g8K`V|3G z7OUxHjloL*h#Ac)4YZ!IXuKfHkkvbz;0Riwp9*G)gi2?Z=pUohPb7FrIW>T(;_k74 zmqy#cMj=&ihvDrBA|ooXa?ENA`;A?Bn;~9;MC|A;z5l%{l2vH9p;?c<_oB~^=ln*Z z>5ZMRIPC`)8Cn03i{;PdUdKQgLlObKJmxR-PkK;N!u()-mm}w^KLG*Aupzc#*@YFN zyMd3oNwhM`L^l3nkLu2Rc?>x_j=7;PqnSs1H>~v?mkW|TBsS1}xrtsow4<2pEt0FH zd{`*PanFI&$aglb;mBEMGiJz63ZM0Kjix{S#+Dx;r$aCh(`inf~t`I;q(*dR^Fr1b5lJxyFRv3x*#z z_vEn~4w&#m|Gqdop!ELX-P`ckahpy@Iqe=3nVhHysip2qXmB{B=-J!ybtfUiYv2C! zDQ^WxzIasVU!2`puMUscfKi<%zAy;*sU|&Sd`45rGeIf85iu48`uf0T#n?I~;?yhs z`i*$qlmA#n$-`LkLnXUSj#4aU_Kh!w-Q!&E!`%hv{>`vH*j0)PdJ?l9iK1n&$*8Fl zIB|ox9suAhBT0o0?*r(z<13B&h=WJ*m~kDKur`vISOO3Qx?HA$E{RryjGm+_a~FAa zp#rt#N*l2t2frgez4wLTk4vxg)|_&35ZbKxJZ5@ayv|0^BY7n;EbU*~yh?Bo>mS39 z2SxTHew8m22&Zy`hLdzVSKZ$o`;8rZfYnON zDwt{`l5^f=RWJu~uMk8eR@C+{bQ2|s8k**0GW?NdDkGWCd*6de%psY+W;wj&C&KjP z9pwm3l5nNehhr);&r?x#TD4u;Rf4+xm#I5*3#WE0P0C9*$R=?Xr-Z@Zk-kD}@OCr< z@*TV1pLzKS<6TbMAX<&=T>1#>`iZO5cKRh*zt&GI_S!?BWwC{RsDVs}!F0P!NzIEQ z#wubLU3-@ADDP2Q!6ySDWo_KF%M^Byp?iIuBb0UfRqV+ds-ux4+$K97OVQ;>eQocS2G-2}IWs?^nGKe7DyGXQ9>8v{@B%h#=W7=>?WTL);-y|Qse!H_&dXcn>JW~u+ zj+LdIm#!B_x0LlaYRiXeu}B~*lMbKC*tBY78`0MA*81i7x&b|g3^&sQ!7uqy!6_6` zr0laIshyKcu;p0cM41fblw|QO8ELVVUhihuZ)z}2u<*7c*)x~K)l4LSM|5KlH11~+ z`|??Z?QB@fc!}jNjaS2vdhL#M8q9h8ut)A~tP;{ZLEL zR-a6-CPTIlFq4~1eIQUTBiAj__gOj~RcO*3d5MK^r9&%G_GfSwoG?Ojt(=z`j7(0m zAFT0)1pc4E^?91giPL?zIxYtVadXD|DpXN^0?e{n57aVqaQ=|al~SY#9HB`)It?U@ zA@)FqGIMLOmVAZG&GIUuTRJ%YSOX+Tw4!*Zdu5Fu>1gE@*wlv~DM!LxKt{g6$=qriulY@B z9u?~c|Axgy)TV(mACE79d>;payX1YhJ%*>X^Dj6t&da)0D?FRI-8cvg79_t?a^RRl z*>jb@FOc~v&W|oC*gTrDo{!xuPf=X}nJn~1+HC~0LYpvkH(~Q4=s)L@-X>pR4XIVO zVk9SFg#NuUxFrJ;c4tGIF-Mi*yxvGHrQq;k47Pd*zg$d)l>2;Su{GVCx-K0lpA<^b zbVyU4T=J|wf-lDxfB^9Q9S!1O*#8;pI`FtPyRb{CdV~MTl23(NIK@r|v@oqtU;CSwrWF7Vb`_Rs#hd!J?Pi)@7LS{}~?WHYa@#*fv zVRo$uy$e|eitRm9Tz+cl>`&a;VX_~}habv{Hw>Mx7jN~B`9#@7xkIBJRuF^OC@(mC zwkrWA@DXoiNqwQ+{L=GbiWt(GCWC6`)xf`U{0 z-`DMZyMv@*B@6S|bIZ#HTl&ENt%bIN$_or^%W?~bh{lgJpVFhN-%UCK(b)RYYW^n| z>ne^AXhVajbDN2AZ#RyUSup5O5=rQvGFxR5gFvj(h1YnIC8O+Tid}I`kuFJ&(*f8p zp24?(eNxP!;S!#w++T6+1x=iSxDWP#(4cJcc}27Wp6iC#DVcuuIz+K<9q7>&|F`bG{JdH<`& zk3%e?O%TBC7Sdur(eai#j^}2kJKGn%i9e_OntvT7&vvJWgm(fOAB?8pEmf8X4dN`I zl6U4b9VW1km&aTf{rbzh(n^wC4bbr(VS@5alrw*U=AZOA~u%eU4?oy^I zZM`->mD_J8ACh`FJ|kuY!Xp6y8`El>tln#>nE}sl&J~8O&~&68@*~}YKEo}08WhWW zlAT*34MEU+?t03;$Ss(yW#=J&xItd(xo8^K%Go!y@7uxG-G=#aXjBnd` z;_^Kea?x7A)WYN*(O@X1_iTzAq2sN#Bcr3KxM26J^!D`cXV8u_oC(w5J#Y;31MUKSL~ul#mNHrX#}4ZN?!9rxDF{uf&v(ok!5ta} ziLY4)qHAZWpy^UgQ##Q^Wsu5$X+I1qb3Wt~dA>IEKoW4gZv>{5V0|*}ND832v+h+MDQX zamZc^ex*p)2WCLQ_x4)_e|x-mpfN&JIEBXxNJnlnS5QtbBsv0#62W(5785kXqf58R}lwRg3ouWdqK#_sfYLzfw75p;c-nFxXq3{HWK9cnME6WiEqVXDq+X0U50wpmI&ea(=lJb*RQ^CTOAAPs*gV5;G@LJ-jkUwlorvY9CNF1_fO58jF1x6JMyStZS_>h7~^K+Klz+gK(82T?r+^uT!L@2 zlcX-!7KY8=hCx0z4FB3QlF#2PIZzILDD7l>xQ#yOxVwI}$-pzyfGG`z8I$#fm+r+( zV)1*UCAE#wLCpFuOBsKJ2Hj12lTZPHxId4M- z7V!~{U(PRI2)LL-R4-Rcp#*pWNQZHWy2DB3#{e||N5KP)KUoGPRec^&>-m^Molx!) z>V8BD*H`z0fX^_V)(Jh#AShNZ3x1^F;O_*caYURxiIzfXO;57|TbWa@BkN`ET#=mBb8OtXm3j_V+qNXLPE|)fi*J6S#m45@I6}m7 zgS89N@hO%q5CyqE)L%)3=>GH}Sh0L;%Zv3f-a3EqJxt>)4_hYNH|7-Mm{oZCgD-y6 zl%>?xKh2-8EZ2bnLx6ArdxWDDa9=IssHNIqfl(-9jstQ$)-J8=2he(Cr(xeM4Oia#0fFp{PjRn||g^ zD3=N=H-^KkT$n9*n?KWw5N;llfrVtw< z#{*3qbu=w6@)#K)yWJ9hJmQ+dN-W`mMzivxWCY}To^Uv_IqX(LYkaxczZe0`{lS7OB|j(i5taWb(2I<@9_e~W{up* z*<5y(F>O8bipi76?pMre$pUR4)q!KmAj8Da;*+QpDn#p)F&yw}hz=br5!>jmP8TKYU^NC6_G zP888cdLRSuxYi+pY40DGTRYRbyE=^^tRL*5W)`8GlE++GiCJBsLDDRfXgJy)IorC>RPmHeOQI12 z?508kEzoxkos@Y+nDX%TOw;5;d)MG3O{HgrK|WOAfOr~r&9GUpJ0A@b&F(O{l|gWA z4mla1q@{OLu&!Ea6)J@VeY;zp5PL4GDdmbeI5qf;6eK)<3qEA%7Hx2M-M#j}{HR4(Z3Vz_4fVhU7!o@FolYx_=4Zu5R z4PV|;Y0$NO zbjD4`$jbrMMq_sMk^toH@iBA$Ajti^q@@N(cy=t*DSLsqW3Ql7%ZVx{^}_5t9k=YK z*>wdlcPx&$4B0}eO9&jAXE=6ef>}($Bdi6O++YCP=P~o;#q#H8M;d7b0{8-EmH)fq z6vWzUU*RVr=@%yE;e}3A13Q7qx~x;WuvF%TmS5w4*MK>=;7!gp1G zp=;;f;lgNAVZ71s4#j)!ivQN3FhuXYjgZRQlS(|8wpQxu$Oj9-T4{TArBbo4TRg*fWBW>Op$vElty!r=(HESlVj=}Qcg(J zb+w;^>19;*oiGz`IIb945K2hpr? zO<0OjJuXR2S45^;Ul2Z^!r$ktW2Q`RSlKOft-1axb4m*q%T`;r=^R!AAj{#muf=hk z)N+A0M^pPw6p4LBM|txtj)%q$7vC@tvt@9P;SwAUOhkmAh4cEFbN3D;zb{B?1BPn~b5;?yFVPiE4(%>NRa`*fx CP3_UE z+Qh)t!q$vH+0Mn$*1*QZ)|ru>f%boiz{q6(KaoJu&d!-YNB{^yeKtH}eLn;K2DIb~ za7fpU0rvkS0Rn;ofCK^onEic)FT8+NMi*jQ0^$R?ba|Mn@QV)EPTGZTTI_%60%E*jgkqU4k0^7 zJU20%a7)K(lIe>xKe6>fc@%C43f#2~{AnET6+kC9mtJ%Pr@?1G)0x}44+z$Uk}Ffn zr7=it*-t?~54N1@mEHNcOo-;1!2zx!R}H5tJ)b0PREm8gU?XXCM4|Nv%=UuETDedPig4Q*?mv|x zcfNF#{y5MR5rr|!-igoQKXhL;B8)%NtOn|TXEi{Mqk&dLm**NPcs-99vb}$jr4(qY za$OS0A&A>7Cd=kH{UH=v+4cJvpUNO*#jp)!U&LRvqAQoa5b-z0O7I=e4Fd&YYQMYO z7ET;Ypt?hgnpYGZeJ!XO-Pgx%E*f>>8Sb zU>i1$-37&yao_{Xsq0KPog?d(i}rbqh7fLi5KnU_Edc(XgA7wF)bpVr?gcP5_c<6%rY>}l+wTIhYQP=3?u z5rOJSUxhkW5HtC{5qJcGA0hnJ|?Y0ac5Cfj9Cvx(_O?!E^IdmL|KP+UfO_eF(K z77PVp4H6KrY+%7HBh+&Hp_t5ZnA>&l7lm68*p(&;wq%#kVlDX#W14=At;oNnHMImzL(oS|1IqW2KE9Lm0D_8Ms99Ve7SEQ4RXz- zy$}9Tx=vcVj%<=7Bqsq>@>2H@IIuQ-?66Yg5)pe8`1jDj+RL_%DGnwIeKH0D??!zs zNg=xH_eL=7Z?6|7!5itXmoff$iWh`=f%bCRQ9Z}lD#g@O}nu1sF$p5K^dQ49jO)-Fb=cedc&~jGC5Qi z5)1u(au0(-8>>A>QF91IB10BuTRG=Jkbt_CZPrvh1?Gi!dp9p_)d|B>ioHiow6^T1 zVa~QGIIDf{EX<-Dc|cxhw4tS+Xq`#;`k?1Yo6VRW`8@s}i@l052XWtqI6-28w`Tk2F7@w4=!s_*ZZh`?)J_lYI-1>D zjCF*op2iRlhc7O1VbX{XD&|F9WRac`zCaKE0gY&w)=Zy`S25Y8?@@UhreAPrmdVlh zBIHY7#B^@Ohx{rk1Z8}{{~8o^$TWd6O`KY(2vMa~RK*T45&Ti8G;Izv;_KW;$IxcDEU_C^m7})4eMzfa z4f^y&c=^{ySd1q!G`hw()`;|j#*4ouGiD{?VY1vcDX4Mn3JN_a}3c6J2pRr;F3wcKw5GR0Ja<*82++K-`A^oV(DHfRaTorD zbRJ^b59Hmql>>)ejDxLg6A_0maXZICegMSvgPbg~i2d6$;UkgA!-B66Xs@*ED0jwl zWyk)0P=U`LsY(*Q5Z@VG3v@<|#6x;v&2&zy?B49|S)Dx#L{mfATRB}i0yQiQRevfl z>hPupY@&|&f0uYrzxj^GlB&`r<#h(T`%|`VanO!q#a#4Bo&_0@EkLt25FPIuv>%PJ zU0f8|Qpp^l+-*_bksNE3YAIRGG^t6cjhL3z84}&bZ!_WTx1QQoyB%Lk{S9>p5I>IG zVO_xPQw-xSYgW6Er+Slmov4Z0m3P5_zYZ;9NzOXp2p|W=8|nv7UT6X3NIQOEI$>qY zd~lHDzaGE`ugVS@wVsEKNC$gGD(F{u2-Z85V5=VbCovXj!j?&56d+#_fWH$j{Xc*X zi5nqWx&=@LuQ1dQ`d092oj|HX&^B~sZg}dqGA&&5K>72Z-E_JbCjQd+q}V-0Zt6xu zxB)%+7A3^o1@j#w@mN4H^m&;jkn3|cXxZ{5g%pXX;hY$ncyj3>$WvwlrHKn>Yo7|k&1`xr zv1)-FM$C_#Xg-{^Jbi=MCb#%?W_IG1&=S0)pD%-yqmHp))w2w*9eEM= z+~uaiG@&!LeFwh7*!V2EHG-vdXUf>P?fJSMWz_7_zukUbmWua8{Y<|iT8U=#uQe;h z6%D68=);_u$X%dr4&Na@yWX~lR@_uQT67T5J~nRcyW`=J5+`RMEP1p#Ml%w#c07IP zlr$Ur@Am*sc1Ng>9H&5#r$?)U7#v_s%l_%6$auT!0?__1ri%}bmW8F4*)SKWMZsU@ zEz&fLdhjpZ9+_2>&QoA+P(n>Qgpb?WCJ|4s@%c`YS*#o z#XZPW&o!HeEcHr6ekEYNW zzI}>agB0>CN1nbp+UlHLfQqRToHM==ADiHgRNuN1?`XvS4dR&~A!|q?1bXa{1b{bX z#8;VG8-mKim{kG4Q3BY&y_s+p?-8OS4ovl~CF@UZPi7ra$)#UpsP9IfgNh0oNhD%& zMO0zA>*Ilw?8e5U!IU^ZxuTL`NTv$H;4X2E^d~%Q6WqG0hQe3EI*{J7HFYz%b|6Iq ztlKZX?0#>)Yy9cMRPp3^FhUS=5?Q3>ck#i{jEFHawOZ-*)sesz z42D3?C1$p4Wu|CK&yJIJfLdDL`33NNpf0N>NG56u*8Uh*PjYvNL*`;7!e0*4Fl3@p zDZ)7aX)8Z#Dc4Ubw~od;$MkR9iR|xSgI$+#?)ejU(fOBHJE5pP>o#t5f~26&sCd%K zGnPqX;h&v8!QG6uebyqK2oiUbTZq0BGCOtEY6<&G9%-&^IZ|Q{HtqUSLbGn1!x{vn z!z6fc{=@@Z;W4XUDdOoa3S-6-3m7(#vbxHR2LvGX*#o~XG~3|EXDaK+>Hvs+p(SK z41t;NnXE1qA!<3+P2;%X@W2Y+k)8G~n^pV!(b{xydp)XA46!FDtez5Omkav^AO-fA ze_x!!g2cXS)$1EWa0O>ib?Dx;-XA~CCsTdUuv^?)ivXDqf9+KGr=l>;QJHE$ae%#J zUZX$Of%l1sfvr%$VNjI#Y#8I4$C7w@iiABTt;6?YXr`7e7HLw3LyJJ{CYqz2XT3$8 znCq_>g*zQ^g*`#AGHNKV)Mak?iJ5)wx|}dRy!_G;t0hKyaE`mS-<@M}nsurOD zjDrNBDqHl}-ZbE2@M0>z0MeR>ZzqM7wG%uB*8N)v;hdiL>m$}iDEYfvh)G6lE}{;S zUL0S;xtnmVPtX#7wf^`s0_ zI0#v5;0rwg4jVWs+&sOJrkrxu%WFRWV%vqxGZoSw$&ZU<1~S)4W^Z#*v11!Fy1C1c zQn}!3DLM_np-kRIF#>;8S~}p_#s|>4Z6CdeaRmGNa-z~aZ;cuL`54Oq9+HCfoYS5U z>@aPp@M~REV2t!O^lS__uaGApy2r#8P4dJzUn_^rOEjB4(H;-*bxD~CGQ@X=Ug1IrTj&9A(^+m3QML9X4RXw$@_)x>r6~vHheiSGeX#v zB|NbRAqqT)ZNL|k*>a4*>a=yoiXerwO6v@dCX*&DPSsb9x|(3@vf80}YjLoUd5+9D zQQJt5p17kvVr#_R(kwU5F&5AIow5u^?58F}z=@g^dcGjZ;9FXguClKfAP?n{E z=Bl`%=* zkVR3lJJz@65$}3b@rYWFI5FE3vB%0N?nRf)@mk`!f+=4u2v`m}r4WWhn$3@zYKtC} z(C(VrRvkcggr3NPH{jsEsY8x6mW6PEXOVq@o zQCQUthl&x>YKF6O_=5``yxXQa3$fP6pH7v_Z zN~dkVFbUBJuZ@b}L*x_++vd`Q1#h(hFB}DNqo~E47%7uRJP#9g&a$BK zXbv>jss$e6cB7EC^g%;n0{*{7+4S5SbPOf7|znlaJe zlThog4Pp@bcI-b}?rF1xT77>z|n_M?kH4=p@ik_@6L(U@4 z6Tz8^`nWa{ip*U}sHYPto}FcxDIxrn08*YG@A0p~5%USaeIb-tN1zkp3UIrNW4o67 zle_u!z6lSdI9CQ?O>h+x<0fi7kn9)eb&2z#%WAZ165UF*7VT&_%@ ztZfh9qIs#ThIq*p5*giu(hxiAMG)>bgm1nkNT@U$iUXUVL%_O)l;T>$84A$5a?Z5Y ziO>F~RZIACcOylU-p`IrG!(RI|Gf^^Ppq#j$2G%kF^u+xTOaD0=BdcqHC*FeEp(n{cq}i+-G$M9OT7^x<>bt;-$R)7eIo!Ad z=pR#>x*@SNM6;)MM3}HlqCc!Wb@vO+l*g*4jZtp_d*@Oi>-y~5vRT9i`3a|u^%}ct zOPpsp>C~6w4uJAXtXqp95v|=`5NU8`Zhr(J|yr+m?q0v<3wNDtsyb+ zJ(%HR$pG+`mafQSkxd<4U|@weAAE%p zB86xftu<;vS&GQcRI~^AuPL>>+YVLj(={GlvH-3rI)*F=Iz1cR(Xb@<*Df62f^OZBTi3g* zvLR|`xY{g>PPR!V8lIxNc8)9oAX1=e0&t$)==^PS(2{Gy zh{iDy#mqNhoNdOeNE(iE`}jTsdNX3ZVKa+qNaUV<0>;wbTvqRoCg17~aT;_f=4>q+ zL2^>|Gb&VbN?xW$L#(|b0hH9;m>9u4Eya%c{7*vPKYax^Mtff~NQq1JGP=#ilbY6< zXb}R&D!N|M|FQYAm3)>7$T0LNN*|nUl;05htLOBA6nYmK*R$RLsFX=a|CP2^#Y175 z#L?$!h`Kw=9r8%)>YjDQzPbS^Sa#{y@0bV^r+D^s^oFzd^zlsl52Jv1YD%8Am|Q(J z)G?YZgI@B`ErNRhB7yvhusOBZO8KLSReUFs1Wum=o^bpdk`08&ZoD8y4E0MKBVN=B z`{3EU3h_x0myx$a_56OgDc6lcygE_9koI^xGC~9irZ{YKcwQLlN(^bKDi+c^%L)glOoEE|~doI+gEc9}X z(5xT1&VC*O1h=!sh#W1RYO@K6U$?amTIB;Ekb{$?mlKON;UMZJC)+z#M&}w|n;m-x z9HVN6gt9VWjoH`D0IL|7QBMyu)+nb-A0JZho>_j{fpI%)_cVfqZdy~EHjP@?+|_qZ zz!B8$*@T51+=FVkHF%2zXlMUW^BZ8v#Tb7qs7cy-+NypiDXo?}vP2hqQDn{16w_nZlAc~??^c+EmU}VNd{l-YKL%K>Xf}ko=IjGEP$&p{Z7=Q_8Wv3?HLsjDS5sw#m5LAk~umE**b;lJK%G5AR4=vN;b2-<(r z6lBEj@|!VlBLTWbXgnK6QFx*O-^QD!(vh_*)H{^;5o-7~!Azn}5MVrMvvi^Cx96EK z{2euEcs_ZRdEX@sjmLi)C}e`tupXc>(&`j5SfT`mLyrh!vpkpXwkk~!BY1%>Q3o$a z%m`HbUxc0PwJ)=n1eYokKD(&V8pqNMLND3KooR@qN>-T?H5gVKFqL(x3UE#Nx+b%t z$bLi}D!PQ2ET{d;w$0hD#nA~zCinUkNR9(v?nQ~}S(2vN@l)0{u;gl#;bOWUj`+IF z+fiUHP}az}ac@NCL|1BEy#$!K{!*^m9_@f#XFVx)f;q0Sn-PwrDSUJiy2)8&^Jb3s zx9+i6bid(sODrn;e=0yr0p940MSpJb_LH?x9_h*WT=d=2;s-%6iuCyWA|_~NM!Q%K zaSK45pw)XG{X65|1yXWspieC)Z*SXzDe zO6O?v4Db%)VTC_bFyLG`Fl_{uJD^k<4>HABcket5@^~Bt5Pespmj24R3lot36!%o8 z#C!{Ic_&6aH~e1Pydgu>Q@jAQX4$-ZF)gZ$Q!pjLc!oKT3|nJw=B^}Hb(?b zsXQxj#ia0#TCrXJ+PR+^0QYMA2lwMGYwogN>Ji}2ZXOnmj%qefSU0%KMsq(pkfq_S z82~18)n|?4n#MhM7rhp4leA5EFMw++o0kR)RFI7(ZNM+gK@?YFXBzQT?!hs?7|*aq zrMk>D=tzgjmb?J}45WBlA}%-IrBCH5I3$72Emlf3o`zrG+pj-6cEat&gOc|-8a}ZTDQAfs~iSLTn|#0 zSsk03p}!q0A+TP_2cI{&Z}Uc-!chBRQaXj%Z64#-J%6bM_&&aJ&yN+O-0x+;U6hHzC6tAa2(?T zV{=e7o!Hh)ve(khi+Km)&(Vxtq27$Pqo?;S?0eu!nk$*EhD)*%t(8^dFm~kpjx?8= zmKO6I=_v&5j)~@nbTMMUm3DbcdZ?Ioy+*Y4%ZhueLw7hI@&zrq9J_H_>W4%~;y%jU z({p;9jV&Rnb#bl&DPS>7z|^xM#;g2_m;TtOT5NrDg@o{z0m_X4|6{GQIKjvOn&sbT zKErMvfGHIn(wXUAG@v&|g1 zLdqD|_w1aG&vzm51zYB)?8=XtWZax=oR!Qw_eHG4Rx?x)w=C! z;DvhP|9TG;FpKy$a|S-XXnb5h{V8#NI@;ccQLVY^q7Q;||85<7Hyg2Tq$YN{TvuF< zB3Y#57HtZ^z1W}$+jgO|RO2@@z-tkjV|~i$)G>vwqa-H*TEi-HueaT5%0dpHInjD( zxME8vKP{waLq7rqvni88gH3ml51@1tXR#r$YSRb5GPmGp(?#Qii)Cw^?=^QVTjgzI zpRhErEt*(qof&R$!ZgNqL+Yr5q`sud`#M0wXI}y-VzBQGH;iIr3>(m5qbz~c1ec8` zpl?c^nm3=QyX+RLtw&dJAaV2e#Kud4qMs$zlQ5z*9hB}(Ip&vDCuNou3jQEzJXU-AZ3eiu8}(iKs_Agb%Fy)R-SX zL=5B3wABW@P(`oun-SA6STYbC?E@<2y0aQSp^Q2zN) zuh`QP-x&JJ|L85IfwX1o!Q9pu3Au^OfPhnS^TW4^<*69^-!4tAUzp_N4W~nx*_(7I z&;0Q%f^0JYrg0dn2!c|3nXtLuN^u#Yz2So(sWC9A{1f+Y&9Ed>7xHdS5%|-ZA3ChG z)MJB<4uHC*B=H6|@e?LviQk8BC!uCES&0IOaod>?P#bWc3wnrazSI<~Q_yyyT#il)hsA7qjBsnlmfY#z!tuxo2;~Zb%J18TS~HSxYo9P3J=X?8!W8 zJbZQ4%@R#GjF(?`)El?!%&U&$YB_aw)`v{B&~I-;W>FAraX5D?hOYCumiN(~HZWVp zmuak{hCJ@b1mgCl@9O8Dml=+CoO0k@+rba#2hS%=k=V#gr&3Z9Cq#Jh-VP{TB>a|yZ#V(V|P2l z^hQP0*@%~r_9+|Y-Oy*E0D%j6@KSavL9a5RH3+DDZS3chS2A(7Xcy&bee$j(?QW$3 z6}iK7+a6B@f*i%3m2Oc7Jzy7s9SS0`Zz%t&GYgmKq!invHC5;CfFnX%EY@_3&ysLo z!sFiDuU5)yAU}pa_&6w#RkTtZcijq4KtOaqd*<(6J2IBe}W^f5?jT=-1x2LLqYU^(q4HRPq!R(P zo$7~Pde5SOVAO+`^ghBVHSyJk{oB|qW<>`O=sGXTT>C4LR}&h!Yn<_W*Vtsk4n37_ zvsw3L(Ra4W$z?9W#y(;9L&Tx`B0GfcUlpW=_v7Ke78cZfDAUy(cC}%JcgBat_&h6b zdP(;};w~gX^f-{fr;3B(>z1V3Mk^?$@>r@KtI8YwPsF@@XTIxcxXUs$vs%s<>VNz{ zls(|)Iv?ir@frW&-`!FdDN_sT6Cpa!=+4%4N#t~bYY0=UPN}IQ6U+qDlSgh{EeS)K zA4Z%mbaB3##-kY5#;*1@a2|XE_?NpL_MbPNdJK8BmFfR}-N~_H%t42OA($m@Zp_R0 zIu2w^Lv-95h7aSjsOiB$7UUfq22+Y9Uz16r=845-TUpKnTa8aq4O!@zMUL2{R(*4f z>tABix}brURqT?4Erab$js3j#K_hfXK_u%@E+$j1XSONL+9GQPn_+aE(??@ZU(zTy zV?)||79*`iAQlKL0~IVCy8wfp7%PH z-?;qz1B7Ew(MPzi#>-Ei^A7jY+(3k?H!oO&CETNxA)|LMXU93F3y!Ox9GYL2nU_J~j; z?39(H;CsK(%tOsQEMMmvzb5?B{}7tAp%S!}>Q}yVUWB`Px3Y&$0Rsr$?G$CmA^@c` z<2WlIJP;&-Mf11mSQ{yL$)?^RTAmXvh{=Cn=`?JHpcB}T0paILZR=1}10*s_>Ogyt zLMN`ZjVZk6M8V>;@2>%Bs^OH@gh{J}guys#pTgNs#aPybXQ@M$nUuLyo!nd7k;L4u z>789SIK0)obxCHD)u9-UG#~}maqr(7QMN*{A-qBkIRU363kYag;_c~idtvHop-k;o z)NcM7sDzMC0WHhCpT>1*CjDF$yqdl= zTwc?}Q|(fWnv?}a*lox^hzH4_kDzMtG_X*29_@N$#RG3(89SKfw4LYE-gS_;@WRC` z750+SMCpV;Q}4oimJ;A3PgdP|TYXM2mb=*iU<|oyvJf`sw=JMon!jwBdW6V9r)`r= zq4Cr8ZdUaHz@|V%fo(3+s0oot<>^u3(s0`=t#-OMI}i{}izxt`<7M`;?dk2=>$%h) zi7!D`oN|oPO=yq7u!qhkLB*}^%=Avwj0!I?I_o)uf|f*Z)IgpJ;sUN{Q?BA{OO<6$ zDM_JYroWCQZ;uzhkBC`f))WGUnJQ?4t#bQb683fsuOzI~D=e|ge>B@?Dv5p6j+}0%+9RHYH zChKCjHMMht*#iX9G82HO^A<9E!#1YWg2^C0z^yp+z_eV%Jmy4|MX*fc>HM#yfFG3n z3CSki=BWPOgJUN5#wtEqrPZ{BWV|p&Oc1QSoFqdP#jZ>e{C0sDD&sUe`zZKqdTRK{ zXFNvu#P_UM(~6=N32o^Yq%9rUV$ep>-r5Y3aZd6{0=rS4x}!MmLduhqiq@2#{gHB+ z8LR2y#csarVb+7D`c^Hu?MVkl>)DlNcf2rUDk0U3;TbvFoG;!h?12Sc7SsIuv_(mP z9d~)7Kbt0uNq~y2i-Ac6Su~xJCsBYq>9fdxlxCJ_KS;rUq?tsp;g@GZNyC0YrlRe1 z5^H#YffU__F!^LT#w;d~&%knlVE2=px-}5}R?{35&o=p}Iq}7^+V=c1g4o~Q>I^HP z>3RW@wQq$flhBbXOD&le13G<33VOFsphlk7Yn|rB3>gUaq9XC zh*l86gwAO-Ex@IMa`Y?vU?LwXO!X4c59 z7q?wi+16$maj%}?>SOGZ{zT?xtGo$p$P1s9E-%PE1ye`apu$|&U4{kz7Xw6gqo_K( zch6Gx;2LQLgq5Js&cioHzCu*c+f7TvCnEY>X^~EgU{Ydj+Q?|)y}KVXj4tWe3|~xm zD88qkV5U_yVp|Ph90a|6=+!rhMZ(=D?Lke~%sq9+)#$76HGG)}mbG(7`bK~O)R4v9 zw9=0gPm;iSuIRa^j^AIS41q5f6yjdod+_mv4g-m| zSGD!n4K3>QxlE2w3DrCO_Hcept+WUyylAf9>M;r@U4k4wckvew1DIQjNa0_J+%}1g z=#`#itIkwcHBWiG(1cF&-81U&4-e`%St>?_vu3p*s^>X9{3!NsO&Heom<1aL+F>rF zPFAHS1zcDxzdZ@wBT*mA!r(&U%7a2>dnomsQz;ve0<`SD$4q#w&(wNp*&jEO9s+&q z6XhbkPz#6_$zHr!w8jRX5XpD^9YYLtFaQ3TcNx4!!D$ej+!grQVMlaXyvACq0dsT zo!~z~a(Tf<(XLx3PzDlEesl|+nF)vRB3w%)W~`3#e$D+bFJ9)i+Cj8rm5)+Q>S0kt zZF!zJrbu^E!VR4t8Pgz{e_y*e7z{*wU!z5lbD_#RF>oVP?202JglE~-6RjsGU83(0 z9|8B>b#A#s(aY4bhazH7Ko{l2tV)a6YUTORZeDWa?E#ucihzN^#I&)=>JM8gb0^@k z6YiTR58zT8@cvppK{lRifo)V!8L#AJ7dHL!hzj!~QIiT!uddnq&6{mTfdljcm(#xY z^xrL6VT(e8oj$QPR>+0d;mad@vu&-Gn6NZG?^wgUVC1Q4|Jat1y$ zHX(mC63K+QJ)jPN;b1Bo;JRJVf6pCN7e(HWe1wjPTw>}|_ykU+f}fd$&V(1m$F1aR zUM6)f?uIE%%EhA!AS#QVk0l-_QSqg@<^HqI6YjNLJu{6$LbK69bp4Kjv2^Kms#@l_hhWoUZ>s87ILHhs;j9a#K_E&10;Cr$6>w6yIKhyGa$ee*>^ z!dX*ddMm1_jkJ0U_qFAx_bi6nK*2{x51Bcwi9Jz};XzoS!qboHc}$q6ct*^%*y^W2 zCgV2bwrZiq%hR6HPQ_sh&7ux7dT!VWvLTR!vU^Gvt;TY>&0m{&(h?#F~T<5Z07`M#ewHwQu?=XE_BZn6U&Bl1jtv~x3qg)c z6Cr1U0*|{n#KIt~*VP+!o}kW8Kbdu=WzCIuVw38MllT!<)e^vL(|+>s{g-KJdXzVH zupyvG#M$Q{dyr~(If!`r4e5M<5hIn4$PpiUWp+;Xhn?7BeB=@h5)!0GWBZ7T)fz+ zCSi_A;R&tXs{V~puF0E%_9FRvHUW9QoM{olVw0?be<`t>utAYVsv_%7&-I*MBU7Te zrT#`T*h$*(lmNR}w-qbRRCp6I(P^1=es!a>F>|46()5}+)Q3d0*B_JB&@Gn;BL@J9 zbN=x(Lfa>q7EDi;FeXo_Krx^B7iA!p6FxSxY$`S+^ntK* zD@mg|)ob3WgWmV~4$TyKOFTFeQS(w~$@Vj+_h3qe%!}|>v^jfL*?IfMc9=2*Zb;8{s#?UOIuE|~fe$&xX{{TNGD!37WS?hSm ze^X?Dv=X9m;NV;uW*=1zkT=jIONy0kd>89fnW90#CqGZ|BS}h$5~YVCSEBWgctRWs z%~N})?`^L`Uji6RQ^KpxeXM&64rFd1&H9NZCbj@aE1o-}ws=byiH+J*~hj=RT(&r_NE;F#QBB~2_PQP)7m%nwD~?t z+h=VDCFoI~+$$G*yzkuj{GJcI)LbTBrJs{-7)4WSfqTbfJv3t66?#@-`SaSJ7F*V! z!4y+SeC^v8DmAv8=3#-{5w^7>QfVdam(Y-QH@VO7+psBI^2R-qyZdYEE(y#Kpy83G$oNpVFYLatT#_u5@=G7>rE;pr-&JK)Y)?n9BS_Dm?IG^IGw(dYnp+IJ zM&B005N?({N%huG1o`}Li+`GSj0**~3~8E^>hdTWi9PP16}dPWRtCu-ICKhEuH6iD z-bsiFK=Eqb^A!w`z)GVBC-C|*rel8_ zFj(F!!Q>wlnQyFF810K{{fb8GC$k`>p9ev6+~zQGXrqnH@t}E5#HV1f>{rq`70w+p zkCvDWIOBgwtb=OS$<#3TMVR)&yk>j=bDx>(jiMTIJ?QC#S$-yl*=bq0z9A<%b5OAl z67G0k+nE}+v84gv%uT-|r2Da#6)%={XR5|J<_pKLH_ht%5LyW0r){4bO9KL_T|DJw zHWvI_^xAq!yhW|8h^)njEq8irR^VIrM_OO5DdN7e^w{wLt7q0FivVcWTK{LP_Z@4U zqVF7j4wMtu1V6utAO=2bHFCRY`3(I*tKk7649bmD+;1HLg69DP;CK1s1e2B0S@YoJSC35b9jt&}= zQzN#vER0mJoDtV8F)iP@hjrT3RQ)4g^)Q2Wx3DnWY8`jKREt-R1>@lH39E%lJhTp+ zV!Epsorgyt+-&N4Q7=?!=Zh!3GiDxaB}K@hc|deYd-tmvA(<|x%9tkT;5FG%h8mt7 z9J*?~qp%L8nq;4ZJOo(S`g`M99~ToxwhR@`Gc8Zh>C^HxXSmXeV;EWytZ1{6EhE_8 zq<{j`@_u6?oGt^#7cJTRYMissb$gn-ZgzsYa2Ufd0k|Hp*_^4QuDR&=2phE7T%&5z zoReh_Bzs6jTQ!HPuUaSa0q1g)TuOn3s9+MhWZ9faX`P-voZeh$>BC%QXo5Eym?ccF zJ*Yt@xbaKh9ry4zq}NPF0P>R}tN2dIr2@GN)*P~%SJP{y|RtYF- zMQV+Acyc9C`~ZFrb5Jh&D#sigwI&@bq;C%pSdmQP;vPL57gS>%i9WZ=`LlN#& zyK*)qcWH;~f*zdm*xC?2ZNrOai)+E`2?p0xJ_aZsF&smlQ`s}V#@#e_lJ~a| zl2O(HSRh2NLV8#!fPZluBC}2!2LULz61&2OaEL?@K>JJDmKP*%kGd;`Ls1+7_Ox_& zOaQLu1Pdk`TuuYlKT$b@q~S)krg=0=5D#ts8|6BsKHh2*KttIJPjLNvsPfJ`A3g&x z*yFlZiVt9l`%YUm|DF1NsqURQaAKiC!A_V@R~MH}bCp7@q_^Pyv-mzyk9-NJNPo`y zs0gEG94eftgb?LKi#BmhQSf3zP+<<)2)umfN4zE@$s?j1(}(_pxZnjCR$0~<6$v*I zZyMCsC~%pX4X|g>Lxn~aR`gGfuVtnvyV?R%XPRFd+bD_(P-VT|xDehWSh0Lf=-Hdw zm|-6*V?>_lM^lG)eL20-p?t#ZZ46Q^O+t4UH&?1S(zJ1H8_exYEa=>3e=~zpP~%2? zP>(B%8~-Wt!G%)eQoh1%QpRfE@4d$|C>l#Bfsv6b-?TbmKa6NxbR~P7tZKSY*4zaJ z$gpk+JVu(H=Vm^_f~4I%ols^$W0U>CU#sk5?9Ut{=q>P$jk8OrY?)zH@Y!L@s*JdI zs4MQe-iY}9dkp*Egcg4Vyr78KjGu&JJE_NIAnT;;4OOk6V%#|{>&SIuW%LLg5UO*w z@zxRccUPs0QC_?|>E4&qNE|Q$T`U!$9WsXdZGeaVsWX(!)@9%d1T1EFfXueOYf37xjRHqnN2L z1A8#$30%Nfb6PBDh9;+<#kl`-s1Af42S${vWX@zKP-}H)S#~`9mP$Nx0Q!C!JUEe=367>t;3kC*KyF86!`GjU*-1Qv=%9-+p_#c0*Ntkze5EF*m*?_AX!7dF@l zEwC9)UH<)-LSz?<1RQi-C&Z8mC~JCiLt8zOJaj`U(Hn{oM7p z_G~btME}}0*;J7q_f{&2&t!97Z%7lQKU_#Qw=gJG;cW5K6cZ+6>Qr1qG4Twf$~z`0 z^tO+b|?FY_lXp}pL0bgw&FWUj9lwu8M?-mKCilkP*bV*s0w zywaAe1Xs1`!?5B9M(Y@xr1Dn04bIuu0+VyD9EU)vgL-RzLTzMI@FKttQc9MKiDJr``< zs&4fw=`bQ;H_o&+Cz}0!I4UPWB?{!r(TEU~7 zQ-)_PDOYdk<*rX#8`IAl!(LhmbJ!Qiy;6HtR4XX2wb>qI(uikbScv{0Bu@Ugg#WA7 zy{n!(O#HOz8tcAKnwsYLmD83_Tg%yDIw73Gn3@&o_lGv1%qll^sb75H(V|YwN8|5Uqgob`USN$*<|*z>za504W*4&zMl5M!`Xfh%mmKW*kTl zgY9Y8@vuk+XruyjC%G+4LktFn?0<+}(*xk9xLn0oPm2AZ87pFbOgVk@(x0<}Z( z%BoLIQ^rOJk{)KPWh*2r&Zsh1;Y3e>{0PK8F9aN7SE)>>BroGzFTg=uOlmD>ZB^xx z_anv{LskeEsuo$Pz+QFI>FzaauOivr$ENKALz8~Gt8W_hAm9jp+H$M0_@A5b4MfZo+|9qSR*A#axZr*+gE5bYMZFpq^;j(hfN;aNE#@G=jP zwS{cQ_Qr=3KO+sh=A9cBU=TKuoR|XJRUiu3hgBaiOW9PoCnxsdgHKZ4hqjiB_wGHh zgMjuQwc`$MxezU2?rvnT5ot*XRUWm4{pQacU?It*wP%e-#raWY@@lBsxjs8fZ{fQA zt4>eQ+Q-@2-?vbo?lMN~;&$sW=jOSt^uX~e57sPMsQgnx9Q~rve}&-mbpnu`ZZito z^4@WZMizFp3M{#6fa{j7^She1-^9P@-g3L4_y_cP--hgHu%r3XAwt*Eo&JUkElEvf znYGMCym7_912^ySF5W-wchfSV=*~dRuJM-rISk|fp;6ThmN`mG?!c+ruz(E;YJ_@0 znN-tl*Dlh1>FU{3s~#6xIj>oSx$mY7Igu8)ck_n;@5&MAB`GJ`kkxwOgiw#8C1gIQ zo5a_U)CB@`KAV`AhdI!cru)!}JKm~4JC4JE$$7TduLD^69!|*{10Jh_(m9#srIj^e8geS3NgJl!Ol_dg$%VS}|BQdJR zG?_OTjIe85S|CL(_xLF#p^>vzNUr+Q@p)sf9*tb@_06N{SwXQN&$%@P_?5PzZ%ZyQ zzoVk99=C?IY?55kMBv&#o-ua_Y;51Y6gVxiRb$-js~^E~ck6AMU6wFU$BHpE1pit( zutpxwTve^T<8bbgJ7j%4&;nHPjF+}kl!bi$$c&Utjk5j4ZG}?r8l%v5^Ztg%{pVU?@^p*pB_OGy$83}{Ayb(Zj{V#v#*Q87KzrUvRn;AGzM1^#=)D4?E4l~OmDn^Wu7Ci zNTuJQOS{QNeG$LbVaCUv&=B3{pO0xRE}#kc{6T3>_q{k`?~g?a zF1yC9@?KwS528w^;4wkpHJdw8#~U6oxVsy`!>XoxJ3M092fauH;%HD>k8R}>yfQ&1 z9*Y}E;CB?`h+FvsQq^hMV2YTVv}&94SO)D^9hNwRAkMgZEihefv`A*r zkeB)lp-#qUP4(@9%69$5+(LMPsUpE!H?49n(+mq;^*WFG<)6v?|Z@;9)Wyrg&fGiId z#@Oc8W(2UXRZ1EzHq=6Jk?J4jzR(=d zGWllhy8&3=;jdyui$6>cpR6CRo1Qd&+Z!ddzc3f@1ru0|yP?e+QtB|7(i8Gw=?K=n zQbC}aAE)u~R;QwhV1oea3R2%=guWDSw7f}7g0a2IQ?oGBHcr>tKQ-#0R;S9Ld7GKS zpI9;qTLI?n67pd7;%G`)xlIU(oq-rq9&|_WFxr4>5Bh4gw}|=juYIWhqX1_!?!k(Y zuzRBY=7OPB(P5H*4=<|JbJ}mP4sedxyhzLwq(p zyHrC+lO2pY4iv`G4(+BM^ymJZ0%lse*y)KXtwvyLQU8ZvLC@h+2TrEPDOrv)1V5|U zcm*wji`f2cFwQmQbBOq5mvViyhoq`N@Tdur78tqB-tzqh=YDW*Jb~;Adk4MX+zLs9 z3!~896T>!?0&<&YsPq0*S&Lwai^>kti|nudlnX+VsN8SPjkS8@7fZ~7`kNCXNTO7p za(Remt@hqL@3+;71FZmww-;3Xj?$DkA2vj~+Jvw{gOWIJqryW&3hgY#N>ODpC@ZW%O2Y%IhIG0*BbwWt@Jf86e%+iwHV;Z&EB3b*%SDSz z;=bMWXSTj}ujln{a0I(7gc$pbN*zTd8guu9T2}cr*Bg*l);P@($B1h2mb}0S<7j~7 z`rd#3=pUV(^Gp0?hf5CeRE^5gS+CL>kyqVfKtmV#-L@MxT^!l}&tjT^ zgO~XW{2Pz^#HifdGh*#RQX>`WcGK$^1{ZhKiAv^r+0uUwmHBt+Or`!uD~1t{(nAwp z6T!YiX8_*9u_1!{=>YJruwKdyH(T6Ea*7p(6xp#3-CpOOy-#C9R!a@{z=DVGGw2RW z5?c2t;uzfY8Ov2)G4x|DFS#x0&PN~04bjf#`TtI%~aY9H0Y^h2kLH79G~i8zkOimIQrMTW-vD2 zF$3ek{&+DES`ERF5>#*yR(QH!IW#UNj=*zRuar$w>&JIWe69#5dlTO$VocWN7_dS9 z=>wW(*x6>$g`IF}k2|M3*>yW0xYy*qV~?R0p8=$X0C+55j(@q);{;DQwYTzuGY&u6dgUgq8n3iNG_IY69>~<=kWdvGHy@ow%jFgEj3^Ie^zF;FbY5M(jPGT z7X_;G>dy}%Kh-R$gu`b<_jA8m;{Dy{93J~(oDCmgeb*-&>F8>{Kk$%YUdP9^m={Kc6o@E8G47)AH;cA+qu?_G}^sU;pv7;MWtqaD2+FL8PhPSg0 zA<(;)J6I(}t1V)Pr0uVw#C6VXx+rYf|6+RZg>@ju#1^e&x-_K?^5M$mihnU{8((>e zEkL=E6N0+qi~6y?6N8r}Dk~QD+HEsytfxAgfAKv2RVs)+ob+lbujkQ<@vhC=IS8Bt z*a-bvtMN3LX90ato|xa~6MC(yr7Ej?Q*YV*GQemjB3*c#gjAC5G${lebm=YB6%=&e z(ho{^-|ttR{%lyuBAd}*VGpiHWK7KCOXWa`{9@bnEqQY*O59#qFz*`oGN>fO_yWHD z3vRVN|MK9`)ynPs4JQ=ovIT%4d!jyjK<~)q!nvC>H$6cN$0BVUyYx{Ek5aN;Y#vavfa4=23(87F4TyV?fCt z+~ikNte+7}H0@o^*~5|Dot^9NST|dnK{851d10K^ElS(O&rRN`>hOs-OEAz^SO2p4 z02QGWhGiR4`Tkk2Ci{AeP(e)0r_^q6do9#Era|5AlygWCEW7l_MM@3dmsD83Abo`K z8t-J>u=e+5t(n`N6Ae3w|D|z8Io^{|fYDYaGa%8bL9tD%Ijs107*e`OEVfr=cYn&vmK5P;TKIrSA7 z00H{EAAhMG{afInf4XEIm6SKdZwM5I>$o4pIzn2qoCX5lEgsly5z{L$S2(O2_tbMC z)GCE$1RbVpeMpQbwB*LJc5?ATGWdDnbwM}ja==qB5EXPR z6Zu3iYPHtCFE2%b@)+koW5>o1mYDY_Fj(+bS*jTbhZb+fyN#D0>~+5X1k|VL8(feA zJCZ^C?NJpgtk9|7)BLSnzM~s0zznIGFsNrxdx|qJ z^a{sxK%}+f`hgc%hbHdVUzr^#;~#%)mz#WFOw-bV3yn3#ni$}rjL2#*#_Ha#h@7Mi zB0ancX`phNiNdO_h#ki-7fbpnCnHa*D?wa+HDG{a_9gbqC#}-w{1`#2N6e!;uOv0K zWUhB5fnvJ?I6XJGU!KoniLlpZhD)JPztxY=IL1ZNe%FtxRxa7fO0ZXJoFT5PELu1* zksWAC*~ONimsL*ld%&|jY7P-m_4p%>22+@X*a{){a8i$mZ*sKiMg{1rGb8UAwbirp z80}5`>6I=%on8)4ONH_U^4km7jdm~(6z+Kl5T_n6j!wieDrfL9pa*sRW3Y*he$ETT&7BagEdhjDHu zX6MbATny56u4&>JqA2^`si?I|b)h0bgPqy6YYf{kwePpriyOx}l+6c`?b&mq-Wx_i zi+Z`w@^q1%d zxc~lGh`vyS)s8A1158SGo2a^YIO3eZ^D3Mi5DY3Vlui(t2?4Tox4-S$z=L-wIQ zkI4T*Ssynmuq+)SGOjin%AJ8GneNLC*+YKW*#gcLuwN`6cWZH1JJdj!xG#Sm_!s6< zul|xs1>dO~jAv|LGnF|)M+YLete$UqQlDT3M%8YfL2mKg9@{i{n>#4N8(*|s6yw@3 zEr`*qpVuQW-G$U0Fc!O2wKsl_)bT3KQ3+CD4E6OwRHH(qs$Vm07nhmem^7qJ==aXy z=GLAy5I0Nk&e?083GH@8=g&e_+h53BK5AvxP1p?1lKOO>krNGQ1u(c(vzV0geS=-_ z|Ej27s$Qkns;LiP>%;INbz%k=Uhsq<|CP{dQ3uv8 zfMw5-pgZfAmJEidGO7PhtxyB+=fgOqexVi}T;bQOuH{s>?tV8LwA^B+yXxeXCA+A< z$s)aHOusfVTmkZLiSlG-|FbMaZP>c&66=G;9 zeB96$o;CV?ThavMX~uG4)hGe~Hq?iYKx7BX352fy)E*j2yd;Jx)WJ=4>gR5?yj#k5xo;uwDT5@Aol<+f(XQnIxo&{_vKAQ@oum zWVpV-pt;98P*Tnq<{cP*6WT=GraIjjnrh-*IMJ9gTg|K1zrF9>DjVvM7eQP~w%}6t z=&vE~)38$Ly2XGkcpXZd9lP+?UM}^E3sF%dU#tTPe05^+Kl>p{5?!YljfZyD_N5-t zQ=-!}D$h7Dki>|XncqLz_V+o^vwQ8deE+-@C#LP=vd2b@)KTMlezQWUo2@typ!W6} zz-yOE6*ac8vhLKnyG{o`JV}Bd48w!pO-{BL9kxA4;j`w-qMab~m0N%dV zc!_Ul@~Mp0espS1D@Fxq)C#suZ&H^>O*u}ip@GfietI47>sw4ii3&I8%{$(oKt7kn zQ0Q@uyESy5MZ7|$)V237DV`w^R#L6;tjXi*ly+`$)+GiKd{>GqV4LYj zj7Bhyx4-3GE9-a(xX{x~3OQYq9arAYeFj<9|NFr(9YFR;72$qe(t-*C|N1eMM*ILr zDZR}y;9$dL?YQ~ui`7T(Et)zs_3us0=MJd;<;7ZTI<#RoW_)>xGC?N>Qk_Ilj*PUr znBc#EWDL`#mLmHs(4Vn2DSP)2I&0aw)Y^eFos4}8H||IB<<5zBhxruT#I+aG^GwLGNTeky*&P&eI1_>} zkd?nWN=|>`E%(yVPB+|!>guo=7e4jf3-=t{g+XMDxZu+;F;3+OhK0_&)4Bh%eG-19 zUibiYL{3%wvv#1%2xncgK844jjFH|?K-G2F?r0ge7-@Q)>=Dam@n178?A*LlykfM_+>BSWE{tS{nKe6AFNSKwAjCKNrKi zbGxX+e0%B&vY^D?tLDt{<`8e43IMg*ZLK{Y+o{~~>YQdob`EWPyg408N8n#83rZ)b{Z^DA=HB8Tni6M$l_&=>0JglGIYj+yi&PHjg3jzDJ2ZLI-7h-1plD48=v- zX2pTLHgYX)WADQjXjvh8h>7k8$ilSo1%B=3f33rAAEramf@C=xa9eK)NC^H#(7ifJ zQ;N#b>{^NuUumk+`dwa0Hp;2kS@5oZy`t3oqbZYs2HZzUNmdyXy>W#-r-~ec{7508 zNkL1-UdtST1k%|D|6JS7M4z8w<6llHun6F2(?=5Ds=jJqb#HZlp~tSP`6Pw;Z0hlTpOJqW`zIh;J=w-GkydiRKtH^9W@VD~FeD8w zu+rqcqWYU?>?K89gT7PCTMARPIO@&?i{y@({rsm?B8#YU0M8zmGTI8pi0^TQ3}(`J z-6EmP18ZeH0xWzm(||fh?+S5w1bAly@N38!Pea4Uu0NzsrYG4vi_r6 zijDpH_%%I)WcnmV90pO9_{aD)-ohk8Q#^IAC5LgLVWS#oel7nN1WqAU)>PQl5yT5q@+Q|vae!(fla zu#0Nm4M>9R-xxuE2I@WQ3<1q%Vbq;#gs4t=6f8B&*iyX?a#B5NceW~Rvhx0_RI%Yx zdFD|?PtKm1{@Wp=F0?z69=1If0{6VAFGPqFz={k%bqhP7g0-YqeLv-gjDy)T9_Ds1 zlwZ_hfrXmHFZpP<)Hh79Ytk9_38!n!hy|_{--+%W^4~tR?qsguG zA8f8|BTq0POSC=b+U7Rl=A|rWJ$F`TRXkMAGP1V{#~^BQUUF@3+zs19*EAtyz|b)g zMDYSf4EriD%yEh?2gR&TnV-m6N$;mKn7SNT(wuz6K&I{#zYaSWZwza14ns7jXJM0E zH_(vga#U4&p~B{3Tq(5dRRW&)Ii~!tlm+RyR_bf+<^toWlmPq>d0MA*k2|#iVdTBm zVF9AZ@yjR-A)Puj{7mBj)C5oV_vyI+)9LxFq`dlt>*YWf_!Hf5L2@ zFi|$&0TeOIUh^n=_(R%MTPJrj7WdlEf5Chk9FuiI3OX`P&dxhmkLXZ&f2thy(;#HB z*)&f7Nig)*xZLyj_u1mRru4pktgW52Gq_98L<{u+OwdJJl)PO5n810cCxGAR5d}(D z#@kp8RmkZk-RiF=rxQ}tSG0eq417`I>yGeq_urC+1=}zH$Vm z+HhvAgMr#1f>xS7c3ic-Ai8=n)ewKN6c%SvS`3nMnJ)o59R=T{HbcF-i1}G3F~qX0 z8s6K-{*&hQQisuZ`SVA#wzvV!Oy@cQMVQtAPly`!;PwZsxbyqTiRwovNR$xqbfPC( zkR(L2J}23b7sjrp)J4IY_g!0}bM2J3S^y9)AS1bgjIHz#7pH2=;YF0g|Odx~mK z#gksV!_y5P@AdrjQvS1CyZJ;LGnq{t?;74r{7U7m6NKk2*ym)Lu4e|7=IWUYA<2Va99S z5+48SGtcRU^q6Q+aa&=W!JujkOc#I9o@5e4}~2_z@*<}Fi-nPNt< zSdk}OydU%a+ITZsucIerA(1eSgL7<*_2bbD_!Wdvh zCFEAmUk_MUeagUX3mUvsknYNfx$PE(cF~VG2YeL0_Pw=6ir}v(1gvunmn^Rjl@352 z{*PJP3h;M#rbtmyiG96mGeZTDFMQN_y@<0NAnQZ9ZHg%I?pk8Hbh#)Y1l10LP5kjx zEZgCCrg(w35A$1oDXNj(A*3{$oGHi;?Y1S5D z3b}z%ZpP%DLF1P55VUrA4`&9bb41nDPW%)M43e}`cb1$oW+X`?Fc1KgtZ5u$V?^NH zU6je5s6;Bml4oIGK!NqVO}P4#{)n4A2g(^ciofN)yO$CtHwFAq7q#|055FKLh5Q%X zuZi)HSn8LD9cK0if7NXvc~$>@ZGFgrBtzTps?9bsg6zDR0X+Q)cfysC*C10FwOJmo z?7gWvKq^4+ejDe$5nc1w`whoaV=2%ziF#*pb;jfnlv%928sV#FQ5i~bV_|qfjvh$| zgAfF}o_GOc>5AOG`7Q@gx}zg&SSreM`tEmhKF+rj8nb|&_om`y5G;EIj3K?JMB$yk zeG!O%KWCIuW>M@W*naOLCok?rrp{cko?BmR!m4oY4YZ3#V~$AE4i8 zbR@*xC!e|90gpz&E$(hN7#9)2K({e^11)>1DWC!}^x z#@jB7kgXw^RTUOMoAIcsbF<+ui|u;<^2errN4~tEbTT0R{Q&x)4v%Cm&sb@DE%}^` z;jl@vJXX5?4pMd<=`4-{hf|9w9O9oheyx?hVY5W3$5S}Qbwl>-bItvYVchJosA$(z zkq#D%+Uzx;^`8Vih%3L1Dr8~H8b{4wDI_0{vg#@~M1i`krmkCqsVB&%hA(ksj^jTw z;P-69C}DpUUCxm%d4=2R)#{~*p-UC-uv-wddmvoZy+!$`gv!LFXn*QQT_pNa+kYqd z1Am?a$~8d`w4!u!8?!YdL?Io%0fGA<31O*9Z#h^$l-7}A^7Vv#hX(PpjGdGc5oXt`RW>|U2=-C{l#B+pI zekde@?hX<-X27S5BN5@i)uAa8eZ+v8xB80oh3eU zDDRWELnTq+XPp61P>+vat*{pxR>{?&q*VSobAwz4UEooMM%mg(N3rnYpa~(I5DijO)h(}zbd9kQB=TKsqR~TC5gn8T%QR41w$4gYoQP0-G{{<`LoUlg)XcX| zI2v4O%tMWu&NWe8)!?wwhzRQv+%|)<{2!l>I;~SY3*5F)C%hl2MuLQkQev>=Grdp( zgleGIueZ*XFTN^Mv`b&x#uE|{9dp{|+5Mn?%)ScLd(C@>6g}{&<$2?qgDZOu*869| zOH-M|A4t$RHW0tu@sC+^30-22^a@toU$CPmgh)AB zQDEJxc%r2Aa{YGQP97Y%CTlkf^=$GE6AUoqf+4bM9&RSUZi-23^Px*YEgCm*%(6&5 z>SatlN4YP{K>abF?Qzu?hVCmsLr5rjLgX=kcTOlf*EHfSq%&ndA zEFoo$V58$SUyjUz$RB2;<-roXDik{Tw<8ta&9Y-Ld>a}n3DcPD7-iSA+ZlvlG$nwK z-my`?7{Z_Z{5YtAzHS+sxAI(udymuAAijMcwQqt05^as%YT?ouX=s2-$^*u;UC(-O zCZ@+jd5UR9JUTaj-`=!>mED(|tczxHQQ=|poU_MdH_K_?k&jjWZ>u`8D?@jwYPAjx z51l17u-lky2Ul-ZT&xM=2Avlj=<6@U+y{G@&t{p?o*R)#gJzD%kfN)x$m;wlw~KCQ z#0cJG)bS1B+&ge$FxuT@?=3hj`zXj>eI}|2<4M{8ChQJXuT~i5SGwbhEU=r&`EXnn z?KNlrbuO_j^!VEYSgZ2|kk&ikU79__cZ1r$IfTlAEc_UebucNJuj^Ub5|;RPv_alu zL2Ho{0Rv4;2Y^eKu!pabuYavDCfai|Aj*00)zAe_6{6{PEdV=HTEha4x8j9#xzV_ci)A7I%A_fLRgB~DYVRG~(oieYF zNs8rA`g9z&bY`88i+wv|Pr~HfT70b^ElO#yZEa;eeA2p$O6pUk_WJtD71?y|2_{RY zFV*H^dEzoe+Bq<1N3ll4@A!`4ny^34iH1|%F_308qeMBkMA1y=w5lB(g%CR5#sHjE9D>f{kB-Q{2@K>%> z9%HVbS`JGo&b^qcUAr~XbR0U?C-iutMMIXiNX~aA?8AOU*n_IFc z1K#4E3<86kcC!!uz-9MfW(;F-WmMc-O6Ca-mK|^uwzXl02&TA_ezU_KMbUq4&_%R? zc+-;+Q`7n2#F3ikBw89-oEq_#%t-&x%jW(ybZKo3;E%1rv%#2heF}Ao$HRTd*3ena zsRLZFR$go#G%;8(n|PGbaDco~qO#WN94viKB0^)~0TLIoO|YMdOakb2hBW+?tYT-u zWSUk1KiNbtyHdYU{KN6(VPn2`6hsBhg=P?EX?`KL!O8FznSuyfbcn)U95z6G847F} z=@j4mklJ2tCRK!zk2ow6%sq=i(M1_+3=Z);+ksi(TVDOFB@!XWBJf{zU07daBi5t> z*myh@Y078N`9{WO>eUA~)46W2WJa2OsEOhyhl9n`wWBOj0aV`l8ke!xphfkNxlc*$ z72rLr2%OX3fL)0_d$Yk6Y$R555ktnO@anQ6;;jT^T!tBC)OXXRVHX`;Phq?U_p1#@1iV&#BU|bolj}L$h>bcP)^C6!L?p}TTcJS%i8yd&mn zAN|z>IyOf%w~~^sCa{Um$xZK5qAGCHs3Ue5-iQlTnqlSI5GvUZzSPG;WtPa$+Ye`q z(P*#amONWDoVB?GxnDfTNk4%cwC{-gOnGI&C-l7Ur{ra1a`(62Viy27?q~#?b~lqM zgD*1GLpO{hnlUSGvtl~Hj9*XJ1vYuGO22$uRu3hqtX+Onlq7u?*e&?F0KU(#F#v4+ z@m^JW=m2b_BR{{JT2)CMNabEs)y-1;hQ$g?D}F3LC*+2TBxj|N0Bqns`rqX^*r%FbpI zsc0E{)5Og;$9ZLFU|E3}oAdy@LQ8DjitQnGq5?y4l*QpI8X|9ce{Fb{Ci}T8?s~0_ zIeMuA*ibm`4L3XQ5ZPdc-Xa}_X6EJTycFp#xRE;@vD2dR?E>NGw8a}%tMc$dTAbea z`2|t2)zAr{JEh$Pk{|Ygd>GlOlL6<$({;M4dS}rH+di_5)gC#47fd~ttyY%^;sR@D z)Q|`o#B|9TMyKHs0%=U6|J$5wY%!r9!EmS~H@o=0)CV2Uo8?LHD()V*R9$dLA|pT5 zr_c*PfNk(ZqaFBKP1_lXy*~ND@{h4ipCX2kxc%kQ5cQlr#Gx<^KE{WKtS&RA%6< zhpb;XjfQvG=jk4PsiSLD5Lq}L7dHz|Lt-K30kj4_^47KA^U|1vP@qewMm>m5#d8AZ zAigGBWic{*YhR4mZxhdzt3gczbDwE5Rqa+B59v4=K!$eFH^~YlO`IXs2=2vVz01?S*xYs) zeU<);m{NE|^WG~j;4Vdw5{sPwb4IBGArDHVst1WDvVUzoG z5|**!tG#1Fmln~^_>075S2vJ>o08lx1t270Uz;`42VS{<1x$pQz zQ>f+d8@}3(yX!SgI=9OJvKlKy=bb|1c5!36pBlhpik~^3E0JM6SI**5R{e3=WT&46 zOtJUxPRnkU`>PX=Otu~Lrtr(LPe-plJ%%B#-vLAcC^$hffee@YW#A(T**pG3S z#VP>4XKR!qJ2u`FD1Cmdz;%n>Ri_nD$F+Y2ww(1)(=|m>zJBA(Y5UZKi!3XP)Z;D( zr-?m0QN0S%W0TRF-^{FXc2tluImy2;Vjgqeg2dhUOqvQ<`J&5;{cw1_4PhjUChhL$ z#u?b$9jBZedb|J$Yk?hiO?>Ao964IVa(ved?@Z+aBq1+PR6C@YnCmdjNpIOQR#DkG zw2<-7OZDSXil`n~bPB3j+;sBQdB{Ev1+UCau5|0j;4?<}DOQg_1;;8KvneN}fP52= z3gHFbn%f*YRKNRtu@+oBf3Sh=3s#kM=}PkxETM zb&N1FygQ<+1+rw#{oqxsSB=90htAMQUjpY$u3^NaqSw7thc+J+<=dCx`i`9q-slfwdf zW|^<^$@4bwM>fZoE$(-<+?-csNq57W(tTY5Emrppus1H#SaPTo68#&G`Cz2I?~Ulq zMKGG7@0e8<9zw_5CA#K?Fl=0OeEs^F5CJXdz(w6-OAwsv=1>kw6@wdC=O|}pECL7w zUWN){A=jx?>vDUGxNZ11oRsN)$CPD}xtNR_#UW6va^JXIzyuF@1RIof@`%^cOYswt zqkP-cbYH}WnLPG-Md9P(EM=SkxXJ=@4JEzX1}5mAwu|81`)6ihMpTDx6vAy(M~i>_ zqGFzEeSR5{tavgEnf1ek$2-9$W3@4A%4TJdpHLBe9)LXGN)JYF06B_-rAdUc98t3O zgS#PLit&cCNEPP@G8baHdKLPMqsiBXEw3=r#R2Gt*&H%)FQQwFV7FKX!dyl@DAl`fMmX6Gk7IMRUmf!n3kPm*IZEqZrSH%Mv`=k=;*`~#z&hXYxrnE&aSGvLd~0ecuu*Q^lhJj7MF6L9 z34y&(wE4nu@^y)(#lO-tkBuJM^s9rbDQNE=g1x&c1KX_rp3=Zw`Br`?(`%szU$&2x ziqpu`Haeoa!YP;s2N^Tany!FH5i=63(dBSfhjwshTocz`53A$mIJ$huX|{7ffe^ze ztHEs8P)-au{f{TL7lCH4p`&E7PId-Gj@6*I7p-}BUOSPFSF+a2ZG~koFJojq@Y^u+ z9hEV`th+XyAP`6~67kJ7<22HL5UaYg#%A@{SisL~ z4=uGdK3@R5a(mUpA?y^+7(5;0r}b|(rDLR_~0C};583aCX5z=#t!Z4W%bH8Jy;a0@QMlFAybS|Zm%RXFWFcq?6jsz zz-Gcrxi6#L7=Po#lU;0}w65iCiBt9OS@{#@O!1MjP4^tWmLzOIoE1lOZgCngfFiPl z3;YS=FfxOfM5I|>?WF(~bYH}0!mFuSmzuL7M)lE(a`0vI&)1(TQ?U4Hnyv<>R{BF4 zn9~lnF<=mhwVTW|v=7A~3lsACKey><gh1Y84}ozOpY zEmVK)n1&zI*Vat_4?R8~8d?eNdpUMi3Wio`RV1rLWku$lxFbM_ zptQyzhm`h_y9Z-z{oIPu9Jn2JOIGAv+eLR=l~;AF}C z8V(LcFkf8l_N5_dSLybVn_k!^aHp{7DU#oXK%!NWp*V{gXYmgsuRrhhMheXGsmj#h zfA~J*izrNswXC*0HP2qu?w+On4{%NW!VKFA`Lu~xvFwc?SaNZjo+%vefRRTI`2HAf zN~8vt809lNJR ztgb#vC6Pi8AY)RONk-*w_t)JkYoM0Vx;rYF3+B3-2DLH#O;!$h8#~jhf}~a5mMd_} zPOR0hnce{s>b)%Acf=M3=+uqld)?u`S361TGsr>VA6kl2cZjsNc&xAlYEt?8)juwa}aT$r1R#vhuMdK{0@Q;xF%vwEz!$HU9|Y{eCce4lpep zG-}kqDzhR~x`P+z9}P_0+4}%KbEH!3x)UfaCdGdZx`W|}ZChibuZQtti_^w1I_vx5 zTTom#PB?S*v;`qcq`{xVIFcs(z<2~|7V+X=ChBt?prcO$gT!9>=jpW`@>%O3dv7M% z;Nd9|YasS!DuQF@xWtWR!NvIpMCZ78{V`Zp^WNOssOn!z>ueSWsIFZgxQH`FQE7}3 z2tBYrKWiyd`D1F0&1Us%4GzhS$UH##AbCX4J+W*=+K+~a$^|Xg zqK`M^yfBFkPXI%^1t_!u5#`-_<+*AUc4v5&3tn>4Vdod2C%t$vLbvs=VGQ22~)p{`wh0n!wM>cxLmH2E*S!371 zLbpMyF_lNVk7A5hh^7svZF{qe-Y!Y&ah*Y?eMie5JD^4kFi*5UIZ4j>7`*;mFRMMA zX%UA+#pXT&vjewX~~A>!y8aJh0quR&dlxf z>A#>xY2)*5RJ0GT;ihFUw+6Ck2JV`!Afxm@uKgaOHUM?I_i$7}5y1dk|Ebu}S*bn) z_fHq)9k)1JmBkRiu3+CvMmUI9X--uM#F=QV(3h=afC?q3MqFuam8DTg91qh`K z$jSk{GUb^8KL7X@Z7+BvJ2gx#&(YZ;(?m!C)}@8|y1i~(K(9uAcmU?s=h1nJ5Ccee z?{D6DNbq)B2b}r;_S_Zfr{VF;Svbhon1-tmHq*;BhHKM&U)pcePPV95a(rypX+)%} zpExsOz80bZ?)5s>ksk7U$CsN(%XL;uT%1wY)?bs1G)ZTTbZ$jS3gaQpp`ne~A{sw% zCi;lm4OmfMLmrfxQi$V~&!-_LI!IqS^qKodfrl#X*+Qf87UgkG-5rLs|iO96I)JQrG3%HIvEX8kB7CoP7H7cifNt z{I5GcVcH>$m!W&%u5g+jnm*I~Hn%XNOu_mh9}*i#^$Vgtmy+&h!$3!mdLLUU2%zq9 zsc1*@Ao9zWs}EF6O600X@0Hn|?O>xeJdk@DoQ?(o^rblelGp3r-{>6vIHu}oyGvdG zgGS3*5r@crs=QxYwf)ruer{tp`*N?(7@;elY4^t)xL}owLuFA4Im19g%Sn5SYQE3L zBSp1H=r-xEuUi9_>@76kGocXi`qnVzBG!0!611q!D|JV`eB839F}demxkm~CeUR%g zphoP*zHH`BX~W#H+#eB%T0y^VL`IDphu@in6%tw&?@oB0Lr}9(9Mg0uZBSgo{&Bwn zDDQ~y&n#SH*;-F~j)oF79b-KOc;Cs4OZkPoNO00K{>(q(bgI4w$}&XDTM6({g}}F; zQd!TEt!9be$3#pNU!*W`CWM^Z#CS%xW;h89CMdLAYMEgmrn9)nXM-ASxCv!=5+6wb zR4k`riPns3Cr|R19{vTw_mA3|bn$tcc*Okd?m;Lw(? zR5GTbvaMibFECh8E$XneD|PckO|ftyM<(F67wa{~fMA_Hy%LTdlN3$c*x8t29!lCY zXLibJutpJ5v?|Ngb&!&Ko}BnNHAadkn<$eo?My+|hsN4URQjbthHz$&!na!A@1OqX}2^Z&Q(iAiG;h-`x}gpv+5hoid`zd+{8A@17Ol2OpAqcDk2VT2NtR6OHVD{z3b#*v$ZA7 zdfa}g+VuE#g%NmZS>#&qvLfHu48kbpcDAs&{p{%EC9Lg_=kfuS@pA6(QsI&4n&3D0 zQTlrwnk*$D+)QaNKuw|t>?(a=T|O*Z+@jMRM|yN&7@W?aU9Rp1XLnB-VJ_JtHh(w% zF-ql{xA`_f+WUFIO6|*9rF#%;)U%GO#qO}g%-Eow0lB#^KX#$7EA(P`K0sE;`kZJG zrFAHvCamwpUlaXePCD3;HtTtIKXrW){Ibdq-Q|CI;mKb_S|UHXAu_tHpfJRDtI(3x zwH@X=BF9Fxsbt2ttcg5~^2UjlMR1#6f;1?&^v#tN_E8d^fqpN0Oa6F9@5-zo%wxHW z&6;Z_qdBMG{fsxvj^?jr5J zy&Zr4ZSq2(4{lCmUJsF>7!_CW5#eSuhaPj6qmBAo;Y@nkMs`S1H=2qS4pn?XSuYRsFc&L`yZ06*4Ha!jm~G?Tzs zRmrZAWuN#iZehT@i>`&0%GAYtXP9i>OuZATo-NO+s5sZ8JT;gVbff?GzLs9Q5u0q!T;kmKMF|e0G4+UZ>7RJ-K%@-o*?UzJ(NoBq+L3M$co`fyaa} z$*Dk)lGz3VMEpbwG`KHsDBBW@Xudj#-al16NqA4(($iiq zV2Wk^H<^IUT6t|1!H1_3(ru$%Wa>Y4dD_M;aaZ+|l@#@@%-9aqkPg8NrHuVYr#Efl zP;^sIhY0VoF;0)oYuv;oF@sktPs8nZ2{GF0L(noq&P4_BW#w17h^%mJIHViFeW)Y?j6-|5hiYWS4PvlP>JvxggshD`NO&{ z!2r+bE7xCYIwaSqFAR2pBi)=5}NV>X+#3Ztw8;TNT1jy z8CEB2IC(@%W+tpJ{e5#3Z~A5tTy+Z#)@r3&kQ8nKKlJ-uYC5|^&C0d_7Aa!35~NsH zHWiPEgG|;q85d*7n;uSu`nEoC{2`-FG>l^jjOpuN;}HODugHsThp2_3$3N5B%v7!s zM(;TE^orUV&ID1-64txmNAGw>uIk$DaGnDDCi@mS19nMHoRxUk>vSljsP8CFG_{M_ z=sn%AmO9L(uUO$ddKhcHcT^SqZ#3MfW}P}c33;I;UTh&RHX1&MkB(2%AqEnXq%WND zxl`L5iA3vm&vkPx%f1IPAbINX$44Quju2I=vD8#&u(URHTY0<7L?JeE;E!bE)CLk!3vmQE zK~%o_x6)v%WiHH^p6sJg_^K|)tW%9#Z65scqc7-`t^*WB2BeE|icJjp5O5+UfX#;e|^ zC4uX4oB9}8W!S`^o$mVD7&QD9c9z^+^m&)5UV`%|9AB@U8D%6XRr$FY^+IrY+|oY`!zsRA=-ED`2; zh1XtJ-tMGay_{zw155P!=DYA|9+lDT9XJ7N7@?n=RLxin3_Vy2&Y0LPRAM`j;k9G% z6?B&@+Lcx$qz<*X_(#tw3IW>hZy0g&L}g62rBcZ#QG@4sA$uc0t@6`hRbd*LR+Y7L z{P!BU4WpvfT+5EHONt-xO-KSTCjI9?1^hLq3SR_*(E?Ri8VX=-$OIKEqb+yegi$K$ zv{M~8BM>J~0pKOl;mx3@QhnG|!d_1Qsj&=A&x5D0OiwD)fWVvUa7sgVaKD_u?YpV{jU^Ux$0f7>P z0n)?Hm%15n1!_8uTm_^x&xaZ{tx8H zTdALNCP!>s-8k@0*~j#Gc@jf@BG8^#7&fakaM5K)^MTlO+GwQ=+S3v7q&b*OYGlAs z3&MD>p^!|pFAbPJX?ZprVqtrmt$YQRB)uRG+y^b$S;2*;l5$GMz&*2CYh(zCvOqzY zh3vGl4J|w8VF2hs(ZdO_75?j5cAe z+c%!8KYJ3Mu3e_~tUjBX3R~OWcC#-F;XxV-b0TACbv%5&>fHNil+3fX;^v9}*RpcH zhseQ>A1(V087N#?6ogunVG;RDWGP9mG+eTlrSmG?B39XYdQfGhA*WxTwonN4fXJ!` z_TJ4B^b28w>ZyFpYZ0tX35$bWNYj8>5N|R%wQ_PZ%I@V~dz95rB`|_id$8jz;>$^6 zKXYM9y#T5>L!?oS#({QKmhi^4n#8OuJU%ukOo~j8V=Ue+fBE1G=qrF4C0BIHYAgJ? z5^rOix`Vqtnw|60>UANJkx`#uQ83$~F{L5BqbKZ+wtKj|QeZZ_k%T7>j{<^6P%o@z z+beRrg|8439_%6&&O0WiVJ!i)Yw&mNsKO6FZ&VSotsnN2(fZnfNhp9&Ql+W+T1y3H PMusHY;h0>R~i_53VVyN;i2yL} zczrf7yJEZJjx<}5aKwS}T=mtlW|i`W(!=Rki+@GKO9nv@s|W{~X$wOpr{nfh=1LU- z@&qS=^H`0AhnEX#U!zT#lB}H)`L*%&0rpQhDO(-wuK~kEL%;wh{sveS=>k8$P$6&s z)MI5(D+Nv<6+jRtb5jN@FP2)0;C}4PEX7rPw>R-zDx{Zfa}AFKES<%n1+Ox_|+wko&BqP+^71QA(?~ z7O2rz`$<$55KYo#K& zb)jDU06;}bAEpB;Cr=aCT`Mtm_8{fmay;A7!oPMUK27L)u zlvLLD9-AYrP&%$ktq}~Yz^(DdbQ}0lXxdDuv?1~iK>P2n0OOHr6cdP-d@^P}F6E*lk$T>eDBe=e$^-P!1A3m@} zF<~_&X@HUMl6cs{-Bh_N@)sTQaX`~mF}_Ol@VCDV8|7LT{0%hE7c0@Da`?Jq{$+@3 zbrOZ};c?pb^X1X~|F-8s{0CE+vN*Iv z-s%f;NG|jmqRqh#<@Pt2WmOkRg81mcZ4ee2*1LlSLD}@n?`7x+9y1* CM+Ec$ From 39adeb1402094e717b9514c3d5b6b502e645eb71 Mon Sep 17 00:00:00 2001 From: errchh <83468090+errchh@users.noreply.github.com> Date: Tue, 2 Jun 2026 00:25:19 +0800 Subject: [PATCH 08/10] ci: retrigger checks From f4147a23e4dd8ec69435b8a02d87b8164b9ede43 Mon Sep 17 00:00:00 2001 From: errchh <83468090+errchh@users.noreply.github.com> Date: Tue, 2 Jun 2026 00:25:47 +0800 Subject: [PATCH 09/10] submission: re-encrypt and re-sign --- .gitignore | 4 ++-- submission/clean.py.cms | Bin 38618 -> 38618 bytes submission/manifest.json | 2 +- submission/manifest.sig | Bin 512 -> 512 bytes 4 files changed, 3 insertions(+), 3 deletions(-) diff --git a/.gitignore b/.gitignore index c594844..9e1775c 100644 --- a/.gitignore +++ b/.gitignore @@ -24,5 +24,5 @@ admin/opentofu/terraform.tfstate* admin/opentofu/terraform.tfvars # Workshop -#submission/clean.py -#team_private_key.pem +submission/clean.py +team_private_key.pem diff --git a/submission/clean.py.cms b/submission/clean.py.cms index 943f4e750c56078e79d63cedd07959408959246c..1c64bc82efb8688aa8a23c5117eeee27309fe3b3 100644 GIT binary patch literal 38618 zcmV)MK)Am!f|k|>2`Yw2hW8Bt2Lqsjmd7xHmcs%805O6BiZFr#h5`WqFm5nfF()u3 z1_MMmARBv^1ZeeX@Zge10Z*O!ULqP%%Sk8!<*x;ED?FFUl0mEK* zFbxI?Duzgg_YDC70R;dAf&u_X`4gHAexW7$Ld_n7M!iRfoF!A>lq*Y*>`}+SzW$;8 z<*JXZ%504F3}8LB3LCX`kvjmVV{KF_E~|rlKF@iu`xRgf6^H2Z6bwpulPsd-A@U=~C#vv_%115SQiz(3f0Y zy01F-_E+ymqcD)EyPJ;v&zQBIDhcE(jFM-ZjFYs-4mo%$G`}qB5QnSNk#>I&4t(%G zZK0^zB2~7^g>l}i)9*W~zRKjcL6cBa+KM$4E>;DX13Mz|ZwrJ85EJFZ_1EEo0qGr4 zcGvzC)=w?(`er9>bb55>Tvb)OGbRv=(7E0jQi$XQR5SJn;a{!s?NnmwnY{J<(Pxo9 zs(fzCd!v@J#aBYF60$QPF4<2;;D(xD^CM5QFL=LRldI%X_65UrJDa?Px z)K-kuOs#yVq+er%t2*wZuIF7HMaa9_nynaZjg5u12Vcgv5wmu3OZZ8K>r~(o( zP~5(7c24%MJPU~%5n)t<63V3hY9l^u0-@ZhGLc~{F~-trn47jVL4~!03P*?zs3zDs zfy}zHq4~gED91I`92fO-AUr32mC(XX-9j^2yv=JMq{%@L+fPrkoNEbep$(=1OSG(s z<2cX5NTh^6-N%72f|M=>2`Yw2hW8Bt2LUi01_@w>NC9O71OX}p5TCXB+}1GrH@i0M zL7Uba#DId708fCYE#jb-fOxUqiS@KFl}NjQJUl{SBpSJdIVKLFCg#WdKt_La{Mffk7E0G0BmS0r*{dYP8FBzB>VF`10W~1l)~>U~-H#rm zb15dIRri8O;CR3XsH&UW&X>oS>_MdkKBgv%MtEtdC9;WJ)VKrm?TOAGjhfr5^WZ&@ z$|3a?#1oI^E$t<1y~vTL>ffb(?~)AoCblC-`UaDJfYHv*a820Z6(u8Thtts%q^4GT zN;vWKvkuITJVC(=IeHNdpu^c?Gr9^u9-H zH?u71C9{;VG#*GyxO;;MBwXz$;`R!2Pdz$xA%a*QF9$`4H&2M;cLB8&>oSM1?hrqw z`JArDvIK!}IT+wVrqG(&mIvrg zO9-3Ywv>?c}{N#U_Vq9V+F!W1~>c5*HX210054Ix&l7}q{m9CS5!Du zJT2>PPv{!NsQ_NBUg1pxiVpV{t`$N_$M_k(w^^NIy4Q?ImoAMdmMmaLAjK@PGp>!& zPyu4sO~mU#x<5GXMkSVxl9iZ1J}i!E>3PR%?w_A5zxkS$l~+$#W6Ng$C*sy44MD_o zfuT_9I-G-g=%;Ww`n4UH2T4m;>U79FI=lX5-!8HqJ` z&B{x39E=M}L%kj6GkR3)p}l<4s*(7G&E9hA$mTWe_~<;%jQbae3g`PZDkni!>=x2F$+i1+>}0v+wf;01*hs^pGn=b#RD{>S&C%!v@a)=)~#a%UuP8+O; zoW>AR9jN_Gtff=WK>V^aINz@Kg`kUjCz=_05WmmfJ2KW~U5tCK;882}w3{TyUa+V5 zln9%n5#8;ynh4I&3OpV4CzjV89yzLW@sd^397s-qhpLKtpW__l8hOtPw|#~GH%1Gp zF~XiXI`M7Doq3>Tf$L$GeGM!&>FV7t7Norof;oLrl)zsC8QJ$+fDQx+Bg_L@5LnDA zQjW(F4$-GhmU_ydDuMsqA%I|h=)p#9CIMdBOGlovclbGUeF!QeT&QLaUkVK-U^UUUxrHwX@pCED- zywxzO6-d0!TT_i&DDRcpw2hl9Z7_*l&XNKoaLOJRNf~tfV>_l`=>;;rJis9ur!eEt+MH1 zPRy1)g%tc`WFV%79HD0V;8l%(=4bIzQObDmxWoEQ(<>Iur2Q?jS@7RumXSF$ne_x9 zd>#yz$T@x1=fh`*a&{u%ccY^q%nysy(4s_l-6PLYu)y|XNmf9$GXP&r#hdfmsoD4V zF55U3T6Iuz)&=DdxYvxXK3o(@{y?C@n;Nk2eiQh;an?upmJJTOv6DI6jtI~X5qPD;J0CPH?_6SJv{I%#oB7^w#=cLSE$bI6NQqEJX~yPyWC>QRpNsCbfI_dpeU|s)dIoFwx7^>Eno&*@q_ve^eQ=0dG<Y1#%_PeW0jdLWs21O->| zM%@~WEVD;RHu@PGq*m=RCz2!%c2ZY8*A@F{8(7D;OsSz5%!;%T^my1mVxlT<-&!P% zoh;tD2kbSvYBqAlpR9rmI)H(HZ5e+*N9e+(*#c-DuDwKdX{XQI}>hY{(^{Z6E z1^*Z;1us5xk<9ub>6Rzw0F`NFltk6B4(8JZI3w1AGG%uxNWEoqlbyhcX1Jr+cMrn7 zLO7Ida@0sC=%c2|hrNPn4PQ;OIPsFnp-GO>Kn}qSGsNNm03fm1aQe zQn2Cg~8Xuc~c9;#W!!1+OD3WjbX(f28eomGR~xJgcnyMK3~4m<13^i-diAPA=Z}EAVzuJjv>5+r8U+Vz~+`Zh;uQrG{j`u#8`^-=7{V;JvIQ7CnA_9o20t6km;(f9`rln`ls{`xVmcs5IA4-X z&5H#adq)LMcVUG=-Z6w2ZLW+D=Xa>N6U9!>a%zY|eBq_}d!5`b%o(h-^I>)dtl|PB zbPRnI0pStup=Dn1=$@z=Pejwq-L+=L2k7s~ zM20n9qTs>S4p!jeMis+6P|9f*dV(&o0LGT<2sX0Vaa3L^T(FFKz>A|d@?+Rn)$~`X zDi0EM#ov$*g(5hPvMSx+7XM6f@es-rrUc%T1YWWq-1r<6k?a06i|sv@%aUSq;hy4K z`j}4>Y}FCCf@;ccj(+~Ik>=3PwwBE|WjJKQZyqHf1$5*BgL%-8`GOMSu90}cG%sME z!az^bIZ20FBy;{D5sShek3wddI9;)Skrpo2c3f)Xc=R8JI;JD=oVnemD=_cR8bSG0erF}5;)61@TCT~ChWX?6Jj-ot`$ka_DnVa z3(6V4M2(|zM~$br>&bVg?FIsZCTsc#g)|Jh6|G5$um)F>CRpoH7mjIMz$3XK8b}FlUj!VFUcRGIHD(N? z2h7cMG%{?WCQjxaBejPqHKOGLA1MZSZPxx40ea0Ruv)H7N?^L#aSntBhC$?B-hvK9 zJuoy}f)V=ln@&ptD}1mC6$O&(Oz#8#}~W^OWda!vlHuKnw`adh2H5+!*$Hvc0Ng9wzX?@Y3pvWDYqQI zfK)!pPTcE}`=o;ENx9FCDZ$Z-%CIyK0N!N4!@smpIeBLaf8e)+qPc%yeETU}Iy<-q84cm+68B114qTkdoapNw7MVl}f4DAw z0F(7(GBU@`xsVW#HUc4&tPgxCIO>aMae!aw6S;&sFzQymH`aN`_feAU8&kb_g|#$4HH4S@F@JgMlF zdjqV2GU3N^v0sHI44H{NO@?b1Ew-oPy}sA+9&%G+H7*C%Xi#_lnY`CztJ5X54qOfb z2uBk;KOmX;R(h5Jgc^T5{htpP_~3qtlV!)1!@a~&o7a^{K*P$2k-knaWll`CD+sGp8gil!DN1;yFQcdMQXO5=Yrl;DXtS< z(${mV#*uTtdaGk6c*6P>#)PI*Kh82W!4Ewv)B3JpPOGl`iJYPrxOUNbHgtUOB740e zL)j%?7L(N^HcW9fm-q{j8=~P>DHS(6n4pvdLPGD@xnU0g zC~s0_{vQk@h|7XCL^p#`jO|v-T*lRpG2cIBsBabsq7Ck-tZH)>y)@Zuo2>PRCXdAN zAaZ5UoaS6O{S@_g`5f9+QlW=E@`rLUHDDO~3hyN^8w|1<+k|fSClL^s|_o4}`Hb7QQ=8RRK2)`H6L$or0H&(w!7BF-J zVHR$jH#CSDkfBXvp<9+&q33rBTqvSMOM+EN`}?M%Jeo+H798VqqfJfWR_9@T!i)&Gwe; zI7r#1ZFB{_E)h1?WRiDNcFp`_5oV|M9%b6HK;<^MEynQm})Ek z$(y{IsdXaAilOmS_fgZI6xk)le45f+sRw`M9XpkPmR!(KMdc;1l|_WB)DJ*zg>Hf{ z={202>=vQWYKm<>mH*(;5A-&_X16|Ndr2(Dp~SRN!f1{-_5kM@B6Z#3y4ddn(Y$NV zM)Bxw|GjEG!UnOL0+csPTJqn!7K#|u=`oe8NF07Qk^f*ZmePGwPc~H9phq!?*tU~* zmvZwummqbm@U_)W3O|L_a$kDY-DpY7%I!rY4@AYU#9x)N@_$|B?>lsg=f&|Y@3t~Q zGkXAgG7&6PgN1J`bT#@Rt!97dK$=@uLT6+X@hKP7+Gh_3YikPa?>4z7d7o=!NmMJgK_&LBT5{pKx=gbSScR2q&?g)Mw$NEkIZXS}+9gu2S zR^BWQJf0xzd0ZyDrJoqM1-M8$0t;w`J+3L9rFtzp=Ug*Bpdz|bl+-9OVt`FaFWBOF=E?ixgHzvY2@ecnMZ_4Vkd;NnEvp`A zd2tKlazo6&iEY2@rUg`*^qSsBIvLT~^IvqETk95gU3fHRZQuBha|D)g*gFKZ{gxUDHjS3<>! zMLKb0pUmcUv-HsC40j9R``?dc;y+xj(+O(x^rxf|cHTEh8!eIDg-3!NI2~mMo?A!iS~%%VLB zFs4hz3~kow8wZv_sp;9SD_n)~)}xzY${@nF`+&aW=n}P0#n*f1Z~2Yj8Z2_gPttW3 zraHDUC5u`{TwNJtEKJ<`Pnqy>Q@*SEtyhSiSXqS)3_5-?fsgM*1%BJ5h>5hC=8(P~kv1DV1bOWh=?-EUGK}=vE&<%5?jW z48cGJ&`~6Poqz1@a-O%ynr2(ClUy{4HV^k!Lx<{IQ}1N`|GV<;1`77u51-M?@i&LE z59@{v7aipuIt~Co&1dxW-#=VBkAEcHxz z%vDL^hSNVld>tWb?9xY{P~R+OI7OrXA4q!Al0*t9#lSkceITh(c>%!WO$<(4UdG9N z=T(bqif8*^$e6=D0^kB?IR2s(D2gc&A~7!#^fY{?8mYwkuYBz^$`NWW2kXEy2#Ux0 zV@S;Ac(pB`U_BEH`a$ObY=NbuwbI`ITjt)6PH`c0+c9)Z32qJ<{HmhbTbxwqCO@g}b1~)JfyBTD*Dd^Q-%#A|NgdhUFa~(S z6cwCx2^5l4{E34UCac}_x5NZYLJr#E8pucQi5p95nq(HpE#O(3$8pf1_tu*75q1r&67$-^f9bcPJ6%gO;5N2_>sH{z?KEX6A`YQ_54VYEiY(E`aGNJ zWj1|E0k>WglVb2Z*<(D#_z(GMRne{2J!NpTXA9<(fYV;80!V#{hn(b{XcrP{piijl-Qn(O~Qy6~Kz0t9i(ymI#{0EXU3*a9$TfY4h)6SQ3Pq}xWQjp zg%{{sHhR4sc+2Q1NiUj2cR_LwGzt3HO!;l0BThHD}uiSjZCqXC?f!pCDBX-}g zOIw!@JnDkIF04>l(?HuExh-JS*Bkh~Pp>Xc<%fTXxxEDX+(51YekuL)q9g;|K}~NM ztFosViT*HbtB9BHBvxO7K+=W;vMnFd3$&(s#gkZYbbD7`Aaq{X2tZdmku0s|w@~lhFV>K`8A+ zFS#X+sS~t#vYXl}h}@np(5aIt!jyRAYinQvozIeqAeDhcDK^vLMGBSK=+2GP(ytbF zDd%hf6LF98vMUy{78OjqnnIh(>&UWWUaG1hZ^&NR%=NMVZFB#fTB*&f(Lx=EtmXF+QsV(4>gv7v$cs5DmPRTb-N zoZkZ}{d(V|A;w)#HpzASCIk?y@8r;$wIi9fP6q^-1mG$^fg@NxvHTX50!I6MS@r6TzkqifJoyxEaq z^p#lPLddhc=%BUjP!@crTpKta6L6f7lWC?&5C3d=uZ=t;HFgKyE2vIg`6(ka}Jd+2BLgX$bN zW+JR~gkO17RGGojN9!!p9gTHU=V;~R&-~*U!DD?;#zt$(w?|VHoL0j(cuG7ph*z=} z#pq-ea208@Mv2hVY-QP}2o`?Vb9en&ZY+Jnt##%lJhOOOmN|Q#dm?=Cv6|AKbQCT; z9H(I`%7a0r$|hX7ir43j-(qiSe8pH4XZiBZ+%nXr zPPXsQR*8HyoqmH{&h*U50PesDre!rlUV~tEJfDQ>vL?}PTWPcVk|N5`4v>q1K^)j1Y(Z43+X^wbnnyyV3-k#Ir z$5%z24+nMey0^jCnEw-Z%3eiz3&9M)JlyMsPH6P{Kae!v{OQW`yt+%Alu{9S#~CMB z>cEq++WC*)Lg|LeP1*?DQic-)Yv}#Ny0j)smv~-*>30a{m-DGw4E`UkhSdzk5kYGM`Iz4?{_K>Vz$AT{D7<*i#Z=HNmigceyRuOZ;b$#JCIp?l zGM<_@jog~-tMFiem=nzY2iKUWZE z^X<``49l_)oUL|T9+R}H@p*}OPz|@H2Tbg2I_A8uLV}kbvlGjl}+d7ZHdu^0ez_KTYvrKVgoaxF0 zz!1_Fl_lPRS$x(x<5L1iW+_nU+II>4ci9+HVN08IeELJg6ZBKa7+!a{T2ve&(c7t0 z>-H9>_UMRatmT$ua$16U9_40p65?X*7apSfSWI=>v{jtz(<3Qkg7c#yZh>a-8Fh{5 znk=^+Gzg?=6N1RW9g(rcgJZ(8D0<4SXv8)Ul2cBHr{>U~%?_@w))jas4slBfb?Y1W zzDEN!yvk-hbgF~CcVOOJXob0fOz+Am`J9EJf7z-=eQA>K=M!)Vj$BOHHro6|8KMw? zZPjo0*}5&RncuJ&;(vl!jV|g!!;(Rd(%NvmH<{YJVZSonDJHZ96|?rJ6C@wGA9WIr zQepK@Ot764Pbp?yGovXMcIrkMQyw(=u~8U)T}B;g0G5;!;%jTQ8w_zHZGF6T^gx)z zF3Oax<{@D@R2VH6;a{yt_lZXa^2_4Cr=+U8=!D1rUzMI9sN|}z>OPD1v+8K&!-HGS z0+<=kMOm1`tXMB6>Vb9Gf~6$=Y$0th(9Ge+qzQfzHXF-C6iZXI-81JYw;NR6%n)<)@rIG*1!m_r$4}@J5>TL`A zGKAu*>@!z#LF$7!M8XJ~ARL!0;G4&^Q_(VxbL?|>R!>25?e6=EVae)e1TTj-tTu?w z4Wf%1bM1FzYvtr@VwD1Irv!ns@;X?l*YQK1^_bFd3~DbZ99`~lbIZjnI8*WarCi9E zvv6WEW(?lr&dRt(RemQW?5=;jM$sqV-6i~~RmmqcG>vC=U1BQ1E)xC44?tF&Yu!D7 z%j~h}t6>8k`Vh4Rj1>7G<_qEGRjc-FbWx;kO#17^U{H_?3PbKx)qKF>yGQc!UWp9^ zSZ!U$jm_M)#hnk0t4w@j6mI6^lZ85Rp7Jje&aN+8%?+zDG(uay=k8!!~S``A>^jM!J5!{eq|1 z(nK{CAtuULB;Xe?n41nenL^)Q6E%czQUW>-U#mbG=h(0NU{Qh&bB;g+X{AH!+LJUq zF}!%J3ASfT4Sr|fxmEbt+|o$BDS_<-QJHVib!B0ZmzL`!GQQfsmDwK9KDlo!pvL%t zV*~8XyAN!7%iie%28<$DhS3{%+O*iY{nbUaR`7^~*mPG=bXSbTc+9*ah~85Sc_#oF zsZP{anDfE%)|cL((UWdjEC35*NdU!`JNNO=&{->Mh^TsmMV8#VbnjyDx<>73Ck-G! zK=DS;=-|-Xpi81yZQ4r0B?A{yK|i3!J}hsj7-Zit^R(IomV!wwbzw!j!}S(Hvp};Ia0FfC`Wj27Ph19h(|uMtmixw5~O9(;a69ZtxC_ zZh$-GKKHyC*Cf(}A zIY&1Lv=Vn~o~3=BFFcc3sLA6fB?p`HkFZ2VIE;0X-9rD~;z`eK38Z_y98+a!4;9rD zvEhQR#l8IlBW9EzpSt&@biVK^=c9>yg)hC}uKPS!4rCyI-So1*kJ*%yb% z+FJ5DzC>9QiAw5N@p%o6X9@3~01Ba0i5d=+y?3$Z3-l4uprZ`>v)ZWr2V6jcJt!7j ztMJ?P2?PPJ_AbyGX@rv?-IRnd(zkASL@b^)Le~4t$1QyHu#QiZlk4d=U8FoF6gre| z-FQz-MAB(f;x@r@(HaWkA6g#Nhn-$p$qKWD_T$m*L+d6d&E3f>Jp27mi(H2idCn+e z*H|#Ap$y?tiOFydB$^%IMCNPeLlt$ji&ma{hiWklB9blmo<9}(ubR_8=dAxvLnWLz z_!Kh#)>C4oEVx)4Sr3H>3tyX)r}N`?m5J^V@;Limr4Y~pBAe<0&4bB4sCca>| z|8q;O&WTzSGw>|=g&@Q>^-Pt9KCvNHsjmxjI z1c@XP8vXUXv=afP3!~n(aPgR;2xjuet^FB*L`&eBfP|7g+$+tVcdSPoj3`PA2e~og z^+kU>(|}g9R$~#~HRtF^XEgN4zZSEX7T9#cknag(ZRC~0IpK_vcYX+BJk_ZLF!ud; z+cX=_7&SF-8pI~7BWAACh||@r&gveelk>SFJ*#zWREByWdv&KNHS1zs{r1a@X*7Rz z(m(v2Om{nwIh8$4`l72Nh5J^$Z+F&qg>tqcFQ-?~1lQh06tpd9r*(-_GimYsS+Xy9 zHAq=kEf<@z*2;|dTS1Im@I+!yQcWvFH!a1Xy9%nYmY60XC-FJBhb}Y&d=DF@EVNi= z1Qm{t%xX>z(IS;SwDnf{jxmgkw+B>qtNb`t#vN?a8;~?-W%x%~_dlmrSCA8QRbcc3Mg<>zRKhWO?5FH<~Kj9GR^-f<62AhZ-q4{q?M|nr7V(_MRt;4 z?VLU3rmyMv&(#E>*_s z;$kPs>q@;tzWvqs>DLeL26-*_{cF^2q#ae0_%gLFz{BT$J8SLYZ>+wflfRz?Mz{BU zF?>k^pG9E|cR(;;^8VAODJpyuStnxdfap=n@FEE_&G0F~iR!y`RLaS>WALd>TqUot zx@`#A5XEPhEKTImr&|cNAgl;O4(^ngfI@O}TbXOP^TmgdvY_92!Pirosx(rUsbX^Srle-(Jfb^J!pc>$H#KbKFuWoa6kb6{)jF&EHT>NP`Cqj7Ar*4(oEmvk>ue@ z&mKfUw|2>=@?ndj;SA?;Q260GwTk3WvV`rYn1PbNfum!QnO+u?k4;$oo~%UaNS#K0 zYZ2Fw;z*eg>9NE}_ImO-s_W{Z&<}Y)q(=T8A6t1fXTjc2CTd#_OcHfh* zzyq9PVe?OREnuJtK}!n@Grq@MHUGNXIyhxw)4r9%;7Ami_}f+RgN-yM3%qKD+RC9e z#!?80rB@pFFL9%Tl#xeKjY!|$R7{cL1+5VjWv*HbHWs&qzZrTEHD2wD&BlNNB>W(m zq%o>Ps*<*1U$^|2cA;568j)B>`t&Z>%op5oT~Ph=Aak#Orq3g0k@o=FwL>cY+riez z=yyqPVE(_{%uXB49Q179)Uohk(jhM>9H13&;~y82bKQ=_$Jy0~@Hy(oJTsgN%7jNj zt%6ff>G<)raHp6o+!FU6qz2a_@})Xpt9NckdK#s~&c6yW7AjRIxE~i z)sC-UND!Zfn2;zawUK8?CCH!X6?>9$Ezk5_En#_1C8J}veN!;4Oq%~j7Cd#mON}6iuIWFcjS*O>8O&S zgJpZ}Os?-V(e6wi40>XK!O&T*hnM57!u%9%PBD+AdN`R&33Za25MLxBiDi7#E^kz^ zxUk#i^E?-~y4e9=)f+>m)N%ZpDZIdXrE%|u+#C)gz>*P2XxRB170W0Hqy_h#m-WSl zNuq$jB|=j`c{B8ljxvF+8MBUHg&>>6fRP+X50PBb_g{Fue&3&)AH-ZtnVTDa=qlD8 zQ!SWy{*j-e8{J5p0Q8F_f)w}jAn29i8@)Hfzlck|fEvwdVD$>b~T8YHbIy+6)fg+vx&tp1wiMx96MD$JJ?rA(ekjc+3%1r zG~nA~1``m^^AMPQ-)LXTat%H5IxZAuT4N(fIL78Ylb5k=fb46$*pWXzTWm>&h8~FM zQ}wVyNbdj+ddg7}qyZ;=e@cQ>&Y#vpWn=eUDmtI*oXq<-6)+&^>F2VNTi#R%w~_hU zR5iJWY^WP+qT*Iu62nV$vLH0;Fy+-RD{WO_8?Y+|#inIbp@06ewZ6 z9eoG^PFSg3JocU>IR2pvxbjcTz!4n+(>>NkFFVJTzmNpPHiTzOrn(*cNQE8d|K|Ud z5rt`c-{I??6iGThNH8t)|XZ;Su7phA1X=|2y8@)U9J>LB#R89m$jhxHJ*^toqLH*>!aGUnf+8k0?7 z(A~j%m!3;H|BB&w;rG1Ms8(_1lj1`N!Puhmhqt~g6I;oS>ECRRcjgq+I5trwrgiA6 z)a+8Bo{3CZJj5m+z)+&Bi5)0$-}pRlm}{bep}L%k9Nd;GF=89=kmBSNq9Wa;l%^X* zxQb;vRyK{FiSAZR{U-5Ih56B`I%_xmOm=tA?#4x6MIgzE>uW+8?*>H0@ryxfyn@-S-oB?KFJ_*a zo}wHDt@2>?a@~{*Oi_isD)HWjp@-%h9rKV%`B}Q{LAlpZ-bxBL5dk#-e0w*TxBdiF zM5L~%qF=H_$1*$ndNDrp?C>*+3E;oM>dY}>?_L7bXyp>whxFIB=hCW}F{#2*#zZC=2i#Q$p_@2+1$nhok){x*Oy?jkS9TkNEa{UnFEi-${T;0 zqA+hXDi(bXxS%4#j;sh2mwmJ??2^Mx6wfbGwzIhMq0EJ)BE@)v)DGysl{3ErkmhI< zu}*X^3c-iFkTaAB*79|qeyZfQNgY7Lu4dYpyvNHZ_uMl+04&BK3JPCF-hPN3_3U*h zYK!iOuTT`T>k&pG0ISf@$*}s^H4RSbaM~TYJI}DBij3YV1El12I=IG4e-^|ZC^I>a zq|v&Nx%`d43qP=~?vUbY!7F)m+NX8qOr<#(YCUYj*;Gv^^OP?@?0;g)5{}#YV|fyw zxY*?t5IU>mrRu$MnQrwaU-#%@(P7hXCBkpF^@Qff(<^85ouuj#x@2?fIz4kM!?elX zrr-t;?|mN^*k$y3Iq*gy46&L{q}pkQ(&XslGcTBD(WHe)?c39xEr+UmetYR{mqvN_ zBb*02xzmIg+Ibk(3XWz+Jah)1Vx^vDmXstdc3m^f!0ysTjZ$KSm_8ptFCsZ9mIhEO?l{*6Tc@3bF;9XEtNP zu)8&$bV_EG+!~Oq(%;R``86YAM8nAdgG5ktn$xOa>1tGVW{U31b%u25B>j{$Dwfy057 zY|ThM2yUM7=q2EuGGM(u3GHw=0QU|Sd^Z2U0hh1JLE;vH#}MCr7AK;5%f8iWpA!3G`lO(O_nx8#ai4to%4 z1vP_Yj_5_hvxM`eVvOe4Or>F%w1?vC{^ii)b>RaYN+m7OesL}#Q2mrLpW$2L5vo;) zrNKsP`f$B%KEaweE8jEeWN04CZs|#aqJ7r@nE)Ad>8C2fIZC(Gb~__Q&ATY@k^4Zf zdftN0VHXe6%L-Z+nb|5DyE2@>_JF@=#0YhIxmw=(=REcK$!!iY-{b zOEH3!U5Id0t?DBBL9TSlMp;{U@g`z2l{j`SEVsQ&>u#?#h=DO!Z7hIn`_c^cI#_I! zS41mJV^95z_<9|kSK@UsH*P@!_j^V9NYYca- z1&PQB8BxJg#nJv04Qi%!L9Mz-*k`tqv^pSieueo~}vri=RTBH^HoQKTkQ+vRB54QtDJ|suLC!C z@JLIRk_Rc}j8#-9*h2CoOy{Av&62brHrqQI(y`+{Kg0jRPmdATpB_2(>Js194nAKv zq`c?-8OoaP4T|+SJVY(Tb4&i?{)|tp} z8TP{#S0{9dhcR}*B?bjS11GlL0u&i@?()_SJ(29M>5+LWDa%(Q8`KaOl$mD123Ps(h7TCYTOGc<$G4OJw%Sd5cZ8TwH8?|i1p3m~0S4Fe zCaL?AXds41;M&&d_m^VfX;)djcq49TE+;qr@Y-w1)4q5=lA!l4VmppY_G-B$QkU`2 zucv=!8?n}9ReFs{$uX6UP9U@Gv*bp0fyNxOB2~bb2r43s0p#c6hgqtfGCWp1bRi{G zW1{0J3dhX%mlEnL>E50LJyU2z3&UgMW|2xK_Nixi`Q>;=@vc; zv1t$Wa_^65%>6@>z6f3^^S`PugY&ifa;HhXzhc40dLN(EohOLq)(1 zc%RP1T>PNAMpW+)xbS&2{IwuOwO*r@vu^Ll6FhC5s8$<1e2;D1%Ds7-5(CinBl48;kb-(Nky9lqf zdi-KQN3mcJ-I~5Gdd~7eaQjjydR&xOVt%lj@#{r{1eHDCJ|sucOZBV_YVe{2_Hchy zBk(?~v6^fnq7WqWAs%b5^_}_%MSiwdO?h&i21m>7%UDlScf?a%Gv}o&yS?Bi{V#?x z9h#b+CS9q}Fwvr{g;OFGGETyyr^BXKP)k^>rvKnPjcaH$ zhtk2Fb(2X5>N9;x(n7pwS6H}hcrMTas>^99F*UnTy^mPpSYLyE`ddw{K|OI5`5c=g zd9Fq3q?JB6cbbc{oh$rpmsurH;t8x%E9m48H8A-MSpZON9St7+%f6_g!z7pGXAv~8 zssmgH-IQq)sPINY4n{(QR*dN% zVmMJmfB5QZyRlkV_KE48NL2~<*f3D`cItIt;)$sv?#4($fEtAlEM*pxB^z0hQ6ifLLD+rMOer{h_;-JO5|46ZV7&Oxg8 zPu?q zE2uH=>*t<9RfY}Qz>+lry?88U)QMDnyS!wb6i^}TekrVFgn1wYxGmzO?Y+=FQ0^eOG2C*`}V~Zs*VI7|9}wYR@NosI&?s6ZG;j;UuyL^(F~uk8oEK~ zf-m=Fan+$I#dZ$&Rq3J53VMsJoIL7Af-0rNUF* zt3beJiVsP0YcFD)Q*YC5eu4D}lKbHCgF}#&?kCM1XtmUoXZP0dstH7gn?sZ6x{jn7 zl?>QNg-1WJ8iz49pdjP%(E+~CM79pMo+CGT(e5o_F!>(1q9U6BfW)$XNlJ^;Uxg{- z2b*|`$2IinxaB^W!N9PvWkB41CBn2mnyV^?bP+#CL8XrE2+ zW!$5NXyRGD=YjIIGzFiL>{nE&*Xw%T$4}1Gcs851I4)g?Ma>jhq=^B`_ zeiiX!ZmC?bY4nBZJfi@Ud(qkTF-CA02Z=`LgCDY1!SRtPnK6(|xYpY6AHTXyU)mky z3Bmf^+#x&yb8P#!VusPUakcU4<v;@-&+-l6szya?X> z`Zf;%g8N>A*bsc?_Qz8z!<1ZW*<{8R$vrGKqg_4GrN(l)*=8Or&9rE*=|9lhGh@@`@`S~TcweG zLX#!5u`ki4EVi)Jb0@>ylyI0gh(EqN8-@~wQ`ED#A@-PNPlgf5oC;V13$O}H9ljV% zz%~9Y5z)la43>`?x|66C<0dnadnX_#qBtNJ!Xsal)7m=3+m`rAD?q$9=ylsJ*`pV% zgJ*Awb`<;0ne*=HN5Z02w=iE-53>hpv6<<%q)e$_E@m-iPx6%(>;lPd)S2%<_|mYT ze6;kL_@Y7yTbCWFLUQqO__tmiwh&Hx6E|YkyzQb8Lx1hRjP_m{M1)fUtJ4Z4-5^Ny z`RXdvJpL}_M3(B}5LGk}JW&LZM($)47zbBqE8jwYbNt(*0jR2FYHb~zFWnQZrJsf8 z5H6w@9s>ad>JyFQ5^nE_etsj>$rA$FOgmgjWi40lhILcR_-HDG^qn%IBfkoAiJ4tp z^{57u5oggX+)4~%&JWX{g_5{DWv#M?xeeC(gznWiZ_by z<32rZ0g4#x|K^7+!G8gi-1*dDm&7qmD37psP2W9B{kdNiPLXVz|Z+x;q{&E_>H)M@y#tQADb>)>M5+b)EZ57ajzx&(L8k4m$a z>S=fpA{N^K6a9!DC0ZL_W6vv&ICU;m0kTNx$$Oi4-67&;MRR&X^p|iPjlnE6P?@?4 z4Xl%^ioHO$CvI}^%gKdR4JNb)UiQ%?HTO$p9Wp>9E!jW+Y{*8*B)4bB+)CJ*L7*^ix-Y$r3As;|3UAw4w*hfza zPCV<3L7mBtyl*(G(l(yPX6r+!pJZlIN`%g;D{gH{T4cgq{{`6WNp2;&+W?bMhK78- zZM4gWC+dxp?rvko`)YyRGo=je@S_4_wwJnkK8`tEr(;ruXR_=Vb59j0L~<$CB-3xI zr6`^m>dt{!spjnPqMl*@?E@Gmxn?$LRWcSu_BV3s<`B7*y9eBU9cB@x$ z&b98<7uz^3h5!UoWTZ&{j3Ywz!m}p?(L%bD)k{=k8s_=S2it%DM5ej^&Ds1y(879! z&S=27+8c#eVX+-ZWySzG(V>U}lfL6bLl2#{>wzo91WbuJ6Kj6HSyHW390VHT7 z8fWe`vq*@&iDTG1lw}9R`UQd8v;Hf_t?XT1NyFbuLrl;6*lV9>uFbXQWE%_}x3DX) zJJ35m6mI|rsi&bl87+C&U|Pw>D}aPwH|sZVEf!BdL|HWy<|A6sb`K-~)S}9UHTSg? zOh;FY#?$nCVKbvNAx@$zigsmcSDcH?au1{+??hv0%vp9uV-*@u_LqmxAIkHNF#`t` z`#v5T8782Z{U7(VyG*gcsId6U3^#~L46#OV;#3}3_*4X5)-+g6VKTmLaC%hqm~wHK zM0=yw4z)eqb#K4Fdm=QWArM!zR&M{l=0RSoCP#HRj2Li6S#B8zke-YjLh;vRhP6|s zDG3Sicn8*m;b0S4B%f($)-VhhUuRs&%itBcDE;F(je0?tQyzZ2chC8lLJlX>WEFOA z_G0OsO;zG^QnwG1QuJt8ao;2?;tKOq*`1pmh!tCODpUFo!0C2Ny{A@HzdMR|Xl)i3 zItJ)F0W=FW(V|DXLmZDTJre}Lt8V(K7a;NjLZmDsXS<`*2Eei@sjKiWq?`m)0C)+& z1!8Q%Tm4R^C+Fd)Bxg5xDgS`@blT7|==s7^NW~`2)xOwZ^X~hN{wq_{ z^K$tHMOT|Cpc#Xr&NfZhxLt9ym})!%gP}azb|VMJCy{;T_SE9Qg>()dLer~lup!io z3a;+Ic(gXuzeeL~B8|N&BrU5HLBc92ImwPNLyPa^uSG)O}?T=)C|A1jqhxJ%Qf;qGz zUJ;ML&#mUKz37}hcE1_y}%o=~7;#*#)q=Xk&V zslA8hEM_y9GhbbYmPMA~TJ?E!czp*lw{kyiQ12ulzHffqq=?_K^3c-YxyV+cSYu1= zFeYW^<(OHF7)%tF$qh2YvG+0!I)`am9D+!6#^6Roimd@1qzFc(;dUr}(AS{0|8rxr z5@7<~L8K@^S^~F^A$wb1@2?ejjEyCaM0IbKVsMy=wV@(ACw*>jfrp54Lf_Qyg>gl8hQ`KZSCMC7K2Hz*08s`#5`jk~#*&iV6X5(qrQTyAwSh1fMb z>|{eUHhGX;ZB5m;<-WSuOI$8A<&YF;-FtdFB?GkMs7O)+_P#FTi#z-E7Wt9-gGe` z#;&K_JiCfyt)_jL4F{Wh6?QiBEO+;&59_FbU?Q3FM9F;~w7deF^jU-w;Qu z|4BuEq23!}EXbGGatyRp(JqW;73~Wg##|q*?noLK%hmZzf%#>tKyDT+u!TXE=79j5 zJhrE)QbyVmkPSZ=%QM7ml~PIXEg|Fx=crhCJEXapKNsNBOfD?(u&DQK-hn>_*Wl+WxJ zA-xW5lWBctnEK2Y>CtK={cFrL73^oJd(#M&&DzSH4g+^T8?J&j7CJ)BW;+najpL6% z+{mjJJ@71jXepedu#nfc047Od8huAS+0gx*Ii0xbrK_)B;_Un;IQWIN#{@>{{gV^J9xJIeX%w0AdmE zd{5(;%m`Cw?8ulg81F!IJ&XI7;wcMHXDJh8(1!ye`(qszOJhzjCBFF3$1J!tU85ge z@17=ar!^D|IdlpD?gQk$Wvg15JSuGET+7{-Nn}A6Obx{->)?Nu)3*HZTb020CJm=A z;FA6Xef~@R=m(?8Ze6DWlG?YMq`Qm!0NA)ziDfXjx>^px&NMfn#M_Tk%NeK?tn0zE zuf49+K|4Akzc#bGw?P^rk*~biY?LN;A~yTb>1|aSQ(}_-_ZasY&M2rf9W*|!CtR&& z>npEBQJo4{4S@BH$rkvP)WTYfy^pvjN-o<^gmAfLN}9e%|o`aXkHKil3#T6{(mvm*ahbUI#F0G}gLR z-s(eO-e%ig`qr#OxrL6p|I%he$oHLp%wgKX$t!sVGb+v2uQfVjFgj%?8p>F&bA_`p5r*`lE2pGTGGsB_7qgr|vf?FET8InEpGCWq0w2Q(+_L_Y zk>0l}<5Jg5%Sg19Uq@hzvQDMqxx?)xn4wIp(*8X=u!eLAGe+#cI6*sa$>GA(#FATA zxstmgjy^Dlp8W63(wi1T(|z>f3*L_41<w~+!mS9yO&HyfBkA|c`XaH(%HV# zsB#MSDeg-f;JVfZCbu0>l@9yc73Hgdy-MyM$)G!&_`QjeoEt4PNS^oV@NuI$+*J{e zY1)Ib&si0djX@bDIYz~hH?;x~N_g>LJ_wt(E@SQ@AbQZIHa~LSK0aYjD2BxRbQowY`*Hn$c3zTi) z+D^$hzWMZ__J(U-n8h(w{?W6p*+(V_+)MM|^rVmd)p+HuuRGw378Tl$m2}R=*$Cx0 zHdnVEX+~I8OBhB!dZ08zCCE;7ZO-UFk)8>(wp|MXa+PZlK{Y6B_@`Wt@%W{76GXO{ zBUh$Jo&oW|d+<^SJbA7=AUzo>CMGBH36Kd@r|jtIl+kvb{qYjXfc&z2{7CJa!`35l_;@3RV zM)h;D(T1GM*He|Z!SSN)^OBz_nkMFGKfcv*b~0Cc`)m~=SjsFbb5raMo5cUPF1#Fg zAD(8Kyi?pjd(A?5sc`4_NcmVI8AJDTx#XCszSTMMPbXgQPZRgjlXNh7sjYTI+W0NE zsp|WgLpZ<)8NnRPdMpbfleZOf3UMoU$q9FC-A9cHe2W(AL>9|Lh-hyOisjazlcO^I zo4q%V&~7?JPu{C#jA$M5lo&xLIlbT}Y+EFfVS|_KtW`|aq0g>;r+q%Cnkt3;V0QeL z6pRE`r7Jo8Vom!6vYt^Aw#)P@wrgxn1M&T-JX&1=HtphIoh+2qq9L@ewbx?@_$*o? z%X5Q9HSc;M+-zsBXI-zcTLPR5px2I2q5(dW$e$ZtWL_OXh5>7j*Ox3b0tY+)1Pu1? z%7?D=9OI?^RxyG%Emp^?V49j-{o<^v65qJ)fT!bcsQ5?dA)(&XW#`u#3G|hOssHZs z2z<9mj>6~^_n<%!QYe&HhcVJR_LK>ynFvdSAS1~iol~FEaY!2%l?mEc{v_ff0r_uk zEpZt4oQ?gC00+~2kR>3}5!T6~006K;&oj1H2U?bo5}(9ZgaNd#wO?o+JPl%7da+bu zqbjvyNyAF4>7>{4t+8Jvxd5=HC%2wXy+?PIxJV<;MbRvACl|5IILNy89kT!mT%rt+ zvN{byB=4K|uA0Ov1r5yzN0ufH?ab>`tfwxq5Fu=o)Nuj>C3H!m7R1e|S7JosjB?q- z|54BXddi*k?-)6q{{1FKo1z-)5F!UQEBNIa0QSI%`y%-?{L&YkUp!4A+uE^diz^TlK-v;T;*(H0qB5Bb;$vWZNPT)d zmYKl>Prj4*-km(mQ??IEfH6GM*`VCNa(fg=js!!xWXBVz546CgTZ%6yn5wU9gf+N+S# z01VLwSXKrKt7fo%b5Lsn*j9kDPUiMp$p{}2z;U_5OGEw(xmO}p%AtUog=59{$WjA z>ForN!#H+&zToGmtc4^FDx}vbD~Lfd@r6W0hF9K6WlG3*mtWQ8Vj0U|9Rwq<{REuK zhTK8NuyhTL2H$*JZF=;fj|RVd`TFK^l8!VagOXw3n}sBpxCHkaDi1>pQo)odOYwag zY!e&0HN|&gXglS*yI)CTR|koS&HUQZ`WcSG^o5~Fz*6I>!6iYl+(w>bFRFec3QYM{7S;z@&bbutM^%ViZ4)j-5k@hs?`JaF!Mj?|GU;KPA+YToZ@d6%^cPOp+BaB{?I^j~tsF z-v;OE z%d*&>q?jnvVJ&`WPCAA8ag5xQ{!4IE)KP?w0Q{0gkVBRM%qhA@&{iNSSYSPUdXEQZXBJIT@c8mqg9e=bf)$zq z+Iha|(t|?+MR=HQ6+dJ(ZwNIp_sqp4?uCD+RRwS-mA3;4IQqh%L96Ea(xo%Wy@y^9 z#T*Y62^H2Zz66_AVsWAm-S~2#=#~DsW9Kt#N@b|e@O~y9Wef~ts%-wjM3@4S_ajx4 zjYTJ$*!UfB&Mw>l&ix4>-WL7`1kYa%rgC;D#`aK=xdHdV0wLIe{NB9&a09De&XoFH z;6{We<)Q@OEdz*e&i!c*J=Q>pb%0J+&_h^ZX~m`eL`;6E@Jyppwxy>%?*~=q@nfLJ zZKe5j@q!G$u70sdapvz```o=C;&fpMpcm3_1TJzcDbl>&X>pP3UqwtJILsN9x1?>3_rwvBf_pg`H z(3AW(MDjA5Lzlo2i$Fy5#9TA@y7qplz-_EJb2#3Rf-``p#4c&rZEFa~kSrC~&I=jA zrDUtl(cQlb17R!^=76&hH9&x@IM?GUqms;+7sxR=1sWc*`o<(M0TqEb-3#PQ1mI`% zePGea`4`F}y5UPRt^T(OTr_hP^&Q7vm|+Kn+q^ol2|sxlVwWTTkGg`V3Ge)A85%qC zI+K)V4M~~RHP7xsLUw=~g_FjHs%z)hhfRy%fXgPG=)JZRsuWkn#hooA=E)_wA~E>Y zE1m{y#Cm?6DxSzRDCCwA$0XFl#^0|wxM`!a8##%3S%Cu6_4Y0yGF!ZYl(xJW0$jf}!M)AZ4v#L@N8c@{_-R83Vrt+FAc~t9 z;_~qktSVr?a9&MFPwL>N{F1aQOeE>jat*s#Rvl9gr%J$tTWjFd+XiY}?BnS0&X%LI za!0lOJ&`tOvzXN-$77@PQKtwoOana37ri5Tgg{Smi#({DR84H`-d z8c$+9R0M(H)4Sf&{Qll2iBnoQM{PeO25zi_MH}|YuqLFf51mnAa)n#EWpW?ikDw!J zh%M`sai}n=KT_(#!6BQUTVQ`{?PHx7CeZ>9Iy0-;Rk(CG?Zaaz!dlc!o0w-SBk8Y5 z9Bm>Q&xppaN3iPQz#>j#S9oA0B!q&t@#s2RkX0^bsI7)Hk4-5pV3>LX4lP`iPw$vx zsd@ax&7b=`Dgb#1&{tbJ<$Cy;J#X>DX;~U=f`WlsUS2&fGnlqComl zg;wnEqcDWwm1Uv-DR7l9hOQ_Teg)FLT0?M3mD*!@Fah)sQV^x{zE3BgI=NVa7?dvQ?jsif zJ*4ntXXCeBSOi);j&sjN?8P<9OGbZ5en$=IckBkvKfXD}{&gHQcRQ=%o}^ zo&LMIRHMB01Jny^GWADA<*+}G)?PHfVj95H!nfI-@3~y zN3QD+@2<3PVBZ0ih?}hR2=|?fB7coQ(F9zP%r!EpdPLOZXb z4xwU(Pr4<8S9H)k4j;~BpB5DfC@>XF6xNDX{mwMy{c{T>KI3W}k6|T%s(sD?&eF(H z&e0YH{x9?z#PoIEOre*g{>MLY!3WBb)g+V57(=JcWoS5>b_<5pcKE5nbl-pJ-g~1} z=-rRVBZ&jiz@=0}EUR5UZHWJQS%ws`Uy6?j$&S$w%t+E}EGe*1h)UL11#4K_|9O_EZ8vm0GC3c5tU> zlxZWNUU0xzY!j$%)UwqI7^E2eDXtN6)lt%pjMKc>SX?%71=L|0U7tbn^zcF`(7ipI z+H{*Y@%Z0<+CTq_BXMCytQKGTm9zGaIjh?j9!FyCe9vRI`90P;jyPg_g+;zFj~jnk zJf|#kJtcx_4**6?5B?A6L1uV~{0~=AH|234k1&3WRKIKah#dn)23GArStlMWvu=hC zDFKfJuIAE@vbqzAP+39m}*e17_Hs9gQsmGVF>>aQL)`Ur(J2m{C>U)8~si%*lO;&VnJ* ztAO(ppE0CY1$N6IrpQCp*&037lHxi9bF2MWgkvf1Kolo-X zYXI+k+6|1kotmfU@`Mo@+}+%%9)TSdfroO&p%D^%hKbB8*P;2GsEHM>aP0n-5Z5wu zJfnrfUhv4qkx2H<(WlHckY+FRfqqdnZ?Ix`VYEKYQM#4|@UJp(7=PN9R`DT|5SFVz zAjMb*^1$~`dAH*fWGzsl!DL{! zeiB-ppBdZy2gmJnK8IA#o{&cl`bH_+H4 z>izNOO}uIR*qhtM5-^(c)5(Ua4WLatOau#eBeG%dP<01&XWk%f3|*%)G!ijj*2ksTf7A z!9%~(NSLsgX>kt930Iem<&r>Z&##^4YeVPr&KABH$~3oLv8t5$(XC@z8`*2Hm?;Od zssLl&!_K!oV+1q$Kh^Co`XKTvnqAchaOnBn&4`&tp3*{uMAy|cYrm&b z(U(V4VxuioB&Tc~b+``4u1=A`T{7#n9M&{eh(2qxEN7jw9Sc#p5-JN;19Qt4ciidD z?J85zgtvLLLJ?tCxNOw>O7gZ|R}?xZ@a5GjP@a?B_B6xs>YVp@Na>3#wW|4XyT$%9 zE_3Nj*?d|KW!0DFjV3@{BGA0wh~${gx@}g5qwXIZz+`mB76|&xHT)tscWc89>U_6}PLUX>UB(*(Z@7Bn=x@olPsT@zjYDF{s z*z@hi%gnxo5w(m;1T*@-FkSSx%mZ^TXQe|>JSx$q#z zwcpWPz$RpU6LBH3nfRq+k=B$yNYR<-L`7frtPb9rkkSg;pOTx2eiEtNT1z-JQz2df zw4O!;1cQ*k&uA<)Hjc{sjomsIQHK)^R~VRNCab& zYE+MsjKt~8K|jW6h@J>+q5(xBY?9~^QtXgPM7k4TWll1*1`vrlL?t5qLE{Rxut#u@ zH%=o=Z+~pRT|(qScyxQYHk?}=gHFDN8EV^+LQcxGLfBKP#&{cFtt5eV>#{*;L_qtq zk}D{#+v2emZGW28F&wBTNnzRNKsr1g+-Ux8W9>m5w$ETqq{lqHXd&FU6s_3mEU$fZ zH-XZ^ZEm0)x#zfeW!0dC${#htRV8&iPKEE&b)vT$L3N|8h@DMQKAP%O)G0F)LYf7A z#DlJIs?lddj4(#6(8(eyhL8OX4wk@XwxE{|Vp58S4|5Ck;o&@s`h^-ra1A8Dj|K;v ztj>&ViBiWsp%||}PSe(`ddP;4BbW9cDX0tYLl1d*{WW=FRyl|bo9uNoN0%s1D2-Z{ ztYN3l%I&{ zPz@;d?yDOUCtYsY=D=J9@ZYCv^Rzau>3ta*j;_MB#(udU;HD|Uz-fp8cb**J%qjq~ zG|`n*S6a^#k;QjcVU2d#mj*{eGd$WQ5*5JJhSa9Ew${@lz&=|uo8X-w>kYhOxZu$~ zz6e}pq8^KD_U_=BTFMu1q+QBn4c4DxR^OlO=i(#>p$jyP^C`Yl!g-+`oCKL(v{IXt zLvXg-u&`yZqKN~`BMKbMi0U%pA+j&S>7x72Z$3~_C)bi!6|A@`gxIyZ&sW=h0TG?^m`1($W!RC7(T8#T1KGuPrzq zdDpi=;Kw3tM)O_+U4`=JN_nL2fG`)4ynV!DYUY&fYm7!>oVs4r1Hsj*Y^sG{7K9dp zpcm|rv)ZKP&eOm6veEG^%J%3O#sW2d>y;_Ud|r9^hT=nKbS}vJl&IG(V0G9;mGxD~ z>}-yFh=ca=VkB|~kp!;V2!zIczO+Zxiy@3@jcZ22Bh{1|@Z8u@#sN|wi+`lZ2usz- zgP{bQi_)Xb|NO~uNq7P^;56-@mj}gi-oVq6!_;62X=vSdesChswwer7OoOlf`phT$ zBy_r(6bwDP`w?Gz{#P-g2eAns6}SLyHSrSto4 zZ+?ZYPtE#J!H_uP6=0Nx{$vyR{x+yI6bHo*h;`VVg}M;-8mLY#ry)Y8#vc_1+cF%} zk{?sM6E2D!>I^vaM)3@R9}S*<3w~OJSz`eavk0Q@v3M$a@&POC?p5E{DIxRxumu+2 zu0O!Fdf-;v&kT)`V?ul0s@JhtE9Nj^J2?IQa|_+dK|^aiXzJ9CzOaPLYk*v3LuU`r zezRUrc`qU{1edLD(9wX{C5h~tJ91{L-{JSofm`-IeFq$YgOGi)!{O*ghrZJT1NBt+VCgrkrC-cVZ+gHst4*0ts>PT%xhje7jySS;*AQ-kZ)gCwtsTfhINHr<9bH`Ee!Tg2LH(&&5SWaP&&Nm^^CS8HIh z8}A&K=3Qm!Ge$_r;n1Edg0aqypz`C^B(4N z!!7SMIvmOzNHXY4g{CjAYpwmwO}kogUmB4|VxXH? z&Fz-^T(8s6N%!m=<$i}NGZ|sJlrsk;7E(qhQn0SGaHCIe8_>6GFyvXpR**{XJozyV zUV>O0?rDzMp7<`?C}NP96U_l<>)3Ok?eh?}e2u7tCz$e66=9OLcCP6T(M7M=xQd+N z46@21dM+^fKQtp8E7PW)Trn5~u_%Q;M^|S#XLwfim zkK5&@&14e(pTVc(QUAF^X;Kniv~|u zd{m|l3qOP#a8CzN@XvSU5-@ zt@P}R$<}r*^&8nb<<-^|5j+7t00VO#V>)I-WKH^Hx%MR^2kKXE3w#I0yI+RIN%o(2I72CJqU0?-f)mG3-l8!OX3o9HNXfc=ov~V z3P$R^N7DL-(Fec`1k4Hz z35a-j+s5KC5q3}nkMAz*87KJjn^5IDSf&wHD8+j@i%Z>wf}}JEUrTC)U&&)rOu02J zRD;W>Yx7W)?}$mZg2LIb`PqVk1w)Eod`jiBRceQm5L+?J_MqxL@!D6ianu028`>bb z2t~htBK)FHD2V1|6SdoK^$oS|)W&TuvP`jSl*qWZ$b3Br_e0RkvP`&kfNGvX!eK1N zFEB|k?xQkB2(&z$&u-ZJwN`KPz^DgYz99sT7G*-bs_MmA1S}PW_R!s80E~>Iv*0)j z1|pd>*sfLj4pTDvZXMT$lG1*sTb%1w+g;ZU&ni|T`p_p*kR_eqheU$Rf|Wq?TW(>@ zJ#LOii#cScduni_#P~%TzJ4%r#t*Cd+;H=6r>}jLs#l!r+2)vPIhZU=w~_@t-Qf23 zO(huxOVe|ZhEv|j(23=VC9Er$cMh@_J|||pX9VvTrv;x2;q06a82xsKQ?f)ZpD0#e zE?|OdOgb)(>@_pH3nBgsMENWtLM z%zbl(S5}nrw^D{f_~KurVrA>QkQmNYKpHPbM6FTT*Vx$*o;E%x^|a1PYD{$8UjDwX zLZiI71_S2`OaMb|>q=z<~ZGfz@c(>rQ=ux{^Xl_#+|b0ghpHzZwqYYM-Ag`q_&}v zMOk+Bct5eDl^xe^i;{&u}ja&!Sbm z>p)8CEmlQ!^?ZA7Zw_avc=Ho#R06q8Tg{g*@Pi*Po`Gp*TF1b+YG_Mje^Gk!;V>S&S}7DyO~j zc9)QEVtPFomXCg_6-^qBWB<9gpk?BJ_kW`Wo~5tKvPCIG=qecjajeAigEP@R;E1PW zQMDJyFL)GYiYob1--c_R_T9{sUGNttj_1`57d|fE{L?T2?N}6j0Jh1#CvN)m&<5IV z2DVZZt#h4ct0tfKM-k%FRtW?7T~w;_O6(m=34u{?ac!B0Tmb13lakhQ{qB|BG+-XBt*{SVe z1|PJ{uQS*-%b|Z8Qt<1nnnJqONL;-i>fAiVS``g(R{J_Zl-(#+e!-|iorUVI&!*2n zIxo;78b)Te>P%Z4LQQK05w zCS(nLV6NIsJrLrJxPe{^+8Sy&J|MnvR%*WK{x_Up(bcZW;kGt3wRMgPz-YVC;+ZX1iNM15SHcp zZpKLW!ja*!L*T$~8u}eg!SC)}cL*G1+XZ-xU*~U;t?Hx1664N2yN8B}(V}GOovlOa zjP4@$*((m%yD|AxYyfs?Sz2>vJf6>9_<2iL5(+otyV3d4DZDA(~MTxuOc zW|7+LH;O|Cz+xzFC(vlh`d$20Mh_wHntfRCT{{C(t!lc1HhjHwTu0>3WbmhM-G>Nqp2j*BP8avPf5U)f5`vT*-p zcOb&U2IH3#L2?bn_rC}|c#k*{9b$)Yp3eI!gWF#wG@n>dRirfhP~ebk3y$R@!8Flcq4+jv)pMIbf9_i5zDc& z(5CV~NI9w|MlfQ{MGq#Ma^UU+mQ%4OLom|?LJ!cWz2NMrVo4p8A@p=q*1WMs&n;Ur z#l_zLp4-Bg7G-VfCA_X2^%x?+{Zf>2u`zLGn%ml4Aj84~d(cmE)sfgb9iw#G5Np@U z^H;PG3;r6}q4ryvjjFlf{jh?;jA#X2ddCR)3SaDKWNMYxa79M{?Mi$SrI$?i8Q#iE z3HovvchKe+s}~z{25wOCywaOP#oO_Eb|pa?$=e3~u)svRPPVz^^Q%h(L2RN842SLNT23#%Eza%mK)><>1e6a#QPpyHG8R-nJDY zLQ@9ov57_XEY@bj+hmYo*M_1$+vp;$^i6{$`RZqbkjZx5m#AOMRD0iHuibY6qp2`K z5Sf;F9;Fuy`QNooxjoMG=vbnM+9KMMBQN6uP_Xx9pb;nE1>=V1D;I+MqFD}58#l2c z*vXd^t5f*Osw$}O+wQYK?sviI#Nu?&Vv!Y#YDW94tMT<;Ajn)j` zcvczM(1^}CPQ^CoghEmHKRhUJ4EnhJhYva1M8c7Hi6Mm^cOkG&nPFjlDj3tP;lk*1 zIzx6u+1)hr;Ot|qpP%dsX!dfm;Y{fOgN=h+xJi!n)2560=4JH~_U3`avt{t*wP*bz zLqa8&H)k0BeDpKa1kKdXMok)drAIp-d#n;1NI`AVDg^Bzxn{=byN+c|MsfQq`dHEL zis_C>SuE?19rlw4s6l<|9mE$s;r@+InT%3F|7oNCIRtfqx4WH00^VCI4gIbD&RBOO zKO+M5E@S;Bws?Ki?@3-AT~354l44XaC(^T;`Kh3JeWSYKDzpHkZ36iw4T`t2LP^0P zEbu7)_Q0&49K>T8(y-c-Y%KR$9m@VN-R|J;DlU)Tnb`-7J-2Cer@(-Esl_d1 z94H&=daF6;L+cmC|J2bmuvlNbw5t|7x*@(6dlx-x^{l~8(3+kpvrZLCs=ipnwS(Ma zpEOTv!+A_*V9co)$4gIyEHF^zfCGJAO7xxF(u&(QRxgaYWuf6S2$;eKU{fIOAVD~i zDbX>DJ?%U0BMFN>O~%f80(YivUG>g|s^^}e11?3lweqld8r*ZEBjv1-61v{*;}9_J z(X!H5l{Cl1K2U?Xxt{dYV`Pt*h5+Hv)2VX|DV@QsPp4fFaV52Sqe> zz-HBVO8*TU6JWx%*mM$&%4(C{bOOI=M96RrHM{NiE^DdY{h;~WXmAd2+s)Ivdpa_J_6sHayUfm;!S8JkQb%MVkA4*yQS;FEPQ$3P? zIte4sIo8Vb@CvWFzU&!4?76WOc~IC40h+SPg=l#gMR(WIUqxP}LlV^@L{IhMAnH72Sgpa7r3}iBi9(kdZG;T8L=4L3YJ<4t6$rYkAifT%?2@&=bpxP7Zb$^+FfQ!wjO6lv}-NH8`kY{6j@5p5gMt5t;4b$O|z zAc<=B%8rr8a;0BaZ8YcI#1qhU9Bq}_y0ZL<-d~cFBYKu-uwC$X@r4iyUmdb;hR*gT zS=;JWN6&fO8s-(^=;;C0Y$oT3#&VC|{;R3Q78U-1d zg0IJtECAIbpt*;%W)SU^4~HqWe7@%0g@bPuQ`2NGUBXi0-tBM1;yGwlP%M&r(Fdrb zJYPjYE=x%-jls;cqG18I>q&Q zKMII6SbFLx1m7|{P1_td*Bw$YRReKXoZ&6E3veMbv3A+X5E?J{MaF$Hzz7%S97A1t zd9m3hA`~6FdJ^k*CI&`jtfkIQSw z7UPInr*#v+`5;#n%74N`Ua&!Op0UP(zDtmF;mj3+V44k&)>mS#?3qk0BtWNghKZ>k z!LO5#Fs*No^Z#$~Z2-;D!wwuhIOWeP)9Rf9uRE&Bsprua8J@YL&WSamb_dY0gFgpU z%!!e)q)Q>>zB^l25*ViApiq81HB|~_p~C&9*RZ%#ziswT?#a*f_)OCI1Z3xbDcKvd zG1B&65zP6WlDPfRE4wL2EhY0p``uuNFYq|S)@P;xi+z$(B!+enCu9g&x>ZVZJsFM; z%V9sO4YYRFuaf^Ue9I5?J*qtCHNbLHM7o1ibu zGI{?(T)iDio3AIDk3#(y)}s@0!C)`nv4+RYdQ6}~4} zyq^8n@BD~MDR}v*^MuM;_Bl7ZXKf`II1^rp*ff__soA<=k|-iAJNWQ_tDx(tx5I5d z(>asA5(jGx2xfl(D#y9oPNI5nE&6Cb%-Z?GPn<7uG=UMsJioW(ALtgzVIzb+g9siK zT1n70+K^P|slg<|m5nQtLX)kG@Nv=(U@kbI(j!_rEvU6T=9-q(yci(p@SGKMF!mHf zk+#gPH%c!mbO}T1tlo=7FIerykG&1l0KW#FCzt zE6kbKxg9#hMgkJ0VCrIg}G18o*`xHMv^_6gSGqf$_Mgr!~4aZZ5`O&B(!M z9Y{@9i35j_g(laumd3u2tXD?XByjNK`3b(vzkA+oT{H8+~xbJ8OfSL%{>F7ULM?6Ngcs_ z+>i%GsaNGB46>osJB~7Ei%8{gKG7u#@a*yer{X@Z@kGD=MDSb8z>6i`{@8aY-4CG< zw>2^BXOT}owoobEC}C@nW)+p*bhOPyxjm}{DR2gw1wg)695VRawU{t#Li1Ra z{bVp!2U)N+hJu`A!`*@>@Qec)eY`TVS)s5Ry_XSF*RvlJFmdi8isEYrf}IX&59FH5qHWp;>QshigY?Sf|Nd`g<-w7R*zqZD)+ zH4V5+daxq!^8g6b`TwR~qu>q2o(vAV0<@a4$rAL3A&7=MBo!u$|LNQoy5{l!C!^=} zrg4s=PdBJlD3eXZX@-N~ZZBSWpp*)`#eZLqdPj-Twt5d^aIW@1;3V|+tN6Xh@Zpv+ zyojAa;ctitjz-L3Z+^&YCxN&$;7cryjA*W++$6{KrrKGs!kuohtAY5mhnlVe zNkmg8!PgV+Lko!CzjhxbIevC!a{#AW0okYrKq~0OBPyt2>E~m3X6liwykxyLk6nQC zX$giR{fus+ldua3X%ogqqrxOY;~*Ke{VWYPkzjOONLwg2WQ>trA=+z9bl6&}nWjG5kuRy`gaXm2_IlR}C@gQBAC*%P3dY`8p$i-42tVeN zv_!9G$u!h%o*i=hyr>UH$8}APF7E%}ae)4H0|)N^L(RBkn;%xK0acHITK;%0&zSXk zLGsh|&V*~ZSBNGPYPhrxsp%mzHTLU#(z5z8I=@;;in|DHSD2sm?Eqs^CzIpv?IDEc zykd@d6g$wZh_q5UTNg}J_*F{Q@MJe^j+;UtSmxGt6D0_zMcpm1i|n1M%&SnZ3+yPS zgo2>X>B1_84h+b)Fr&Az==Hght8_<8V1z*_5irqKL~xQ!`$Nu{KDaho8t@YV#E>Yz z>>0oN0Y!olYO8&UlPOF|xLXOrxxU+vEu}G@{V1}J+$gHW)o^!((6Q4>;|%H z!2J0Lx^9(+31~PBt>K$Q@2z;Xnksu&xg;&2;KiC;z-RuDhN4lvQO#94YE>1oa*TuO zs0>M_IR1u2ESZo zNEf!zmAsE~xJ0&t$(6|k{+MyqMb!R>BKn>4ob%k3i#!~?(cPvE{_l+n<7BWObi@O5 z#d?1>bvx|%;yRVCWTC)+UB!mWj8b&G?uzo?EeaEZ3uW=4yHTWer{Uiw6v4U2a&!+l zz7{DN>G@vzUrj`z>ybzOf+$&EXC%_`g}fo)v;d? z%R6YV>0rbc1Tc$;;sV$)duaqw>yd~>ou(jM-+66szEM51Utk1-vlb-jV*d|^;Pq9X zcmxX+q6Kpk&rGUSYrI0rdA#G&9BL&yEzVJHrpUTu=@>jRt9f2n#@ymX08=)7pSNWV zjQ;xg}PuZP`(d#3KO;%JFQ698jz3!mlhpDgRVjSKy>b`huIu6x8H4b@gJO2@@+1}nJ z{~Qp1(jL+YL%eA*6HQhk&A{v`P_;zcPC7vmq3ZA+_579jV)bK+*>tN@4rY$}hgl=4 z3t?00tUqSgM)lSw8&R~VaB;8Q(RDFu z2?@OUo+bnWsbf)^UDy-lmd%w7ZjL{N&dv+Hz#6r55|N9XT?c>swm zRjfh)D|J3+6Egs1R2BWw8Ql0#X)bdh(|=FDD@5cKSQ8vUZPax% z48LHf_dhNA23)n}s4$$SB}Ojfarv_m5`vM61&UV=>i0}<+DZZj!zfj!(2(ukJqv7y z(zwoCQwyO10@WDV>XUsXGc7?AzCHwg6SR+qRv^uUE;+_#qegfaMxo_C%)(hp|6avH zZ5Iw+1ULC{cnZyCB(0H_j(h;SAnlg5^uw`=>Z&!A8BMVs%r&2dnkQNw7I)4V=yijj z@w}#RlN+UHl#Kt#_`0yOtE8PIj9e~E8n!ZH29yG_`5azaWeF9G^25J~Mhw#M12Z=O zU8Gf~hjHN+wI)fqYmv;cgqeq1_pKR=(dBX+3V84G_jne1M-s{XV#52)3I5A|5}M;u z9EFZ)q!W5?%!7Y2?+AMncN2*^;=?G@;5AU{^QFBbeQx0;gU6f8Lj~t$omm^et%wJB zBr3?eK-g2M#A3PBleJ4zaDGKGk^gdhOy1WlEwN%xG5&>{ngjKp;3fZ$zLC49NHYRy z^n!Bt&A9(PAi-i8!8?~gpivU3SvCvSHSlyUnUu{@PBz3XQeztzK`Zm#Tp|_gr~p3k z&iX>E(HKo#-szK$R^d=17E&62XJ{u7~6Rag)m;&@ z()?O6I?@C1e7+ocQ<5UI~P4_2a%qgH*q zefNMlIC*VSD}-lo14wU}%9NmkM7MUEECEj9ZBFz%@$78Ak~ zL8%&Gg|?#YMIn$yDS1Q8VI>K-wJ&Axj3f(V-E{_(6i2`Yw2hW8Bt2Lqsjmd7xHmcs%805O6BiZFr#h5`WqFm5nfF()u3 z1_MMmARBv^1ZeeX@Zge10Z*O!ULqP%%Sk8!<*x;ED?FFUl0mEK* zFbxI?Duzgg_YDC70R;dAf&u^zqbzB9mL1V4{4{d3{+y2Dy}6mO$JE<^(srZd)?b}6 zMOxm7gKJfA^%%PuBBRP>ft>=3PO2=Z#Uh3^{=Fu!=$IlX9vH?qxzOau$R}9{_lYe4 z_r!@1eY-pp1F#=pD{Rr4M6x8!v*jxTCnP?A*rx#oXSj`84dmiysPquqEDZRyG6zhA zEoc6CmfO_=p%?;B_z0+ckjbPkEdFDcr7ZwKg|E7^NPf>Z+T0>OEx<~o0q{W6B_e%8 z5@TgW$yI_(CBUrs#ZD6|Qz7<(N*(EN@fnz}v|F(;BQpW&yU7|lC>=Sm@C$;y(qHDl z@v({!*pT=f_BbO~6=*5iO6_Ti-&0+FE>=go8sp|VsiKW&=bnDaihl{%?^n|q(vB_? zGr?GHIiw+$ktPjltgq!o0wVnAOG>(>XP|B%NVDgZ{y%^~Blr~C} zk4SwIL*ThF5TeH~FU<~G$cj4bC2(TqDp?syui(#)&7NA}dMa$9m6uvYBLD+77Hw}P ztoUE20qaD9$Xu#0f|M=>2`Yw2hW8Bt2LUi01_@w>NC9O71OX}p5ZB6@&+E1`x|`e) z5Z4G7n}C9p008HaA|c}l!StT;pz#`N>myx!u9LdL6dmnisNfF-tXn9w-T0C;=o9d% zhf_%pnC%6`KaV2}mJ#ndA`&I)=FDFtaB=R?yx+sP^AvUkpDgdp`Gv3QUZIfLG5&}@ z5y?xwkif2=T|(eO>{^7RTlGOxKL_mYR)f%{y}WX9>Vw85O32K2MJC*wDB)h zK#$X#qS9&Y@cKoAxrz%jDr6InlStSLiQ=#IF!p}glH@+Vq2zx_Mks2pl`~!?^FwxG z;6wc6_Q@CsJ4&EiAv!DyPLW;wJ6;`Zo}R#F_`TK)8n$?&L(&;!O}9cTByESc1)5{q z)z5iKg+sM{Tyf9W??oLpH*8oAp?cYFY2B$KpwheUQggp_WCng*){VGvZ3fia>%uhBvglX8wh z@AO19u%M7KW*b~)M0E8!0;W9M;LA@77g67|!EOEjGXYRn0?{`nw)jMy@!EO{w28jF zzKNqWHjGZ@3XuSm*&zKfEM4TJ^MMHfgabeVCL;KZUv= z&!cRfcwb|3=ZO&fz#OR2S`ZOH-YJiy0caF_nu`3-)o^QW8d@9YIfhTcH*(&A3f+44 z&wLRql)11W9X^P?#H$ZZII8NcPtfXNUkXA+lJnGfau634Q@?fnqabioS0U*oN;7uF zWm)%&q)!=1fdc<~mrq_t3`f`oEpMIXtGCP({+N8s36v$vEgnefWCJC?Wrb^VEMVi6kZxm#jB_q&!U= z**z>_%Q+sWC&OZ*0U{-TwlZ2wX(NK^cv-7eyRSx#A~NUPYz9&G$GrR34YqN2)f*`A z6QtoX75@99ayEV2uLbZa=In1`U80W{2&RgzihHu;zR@_0rKjITRq+@r!2q|Dfl(4R?)G zEdN*Le*g@ysQ4G0H$O z~MIMY?w=y3?gUISU5h&4R^dgXUc1T(${+KZuunlwH{b9FwwQOrUBOp1Uf=$F-Ud*&(lucyhz|^IpkjqYgz!V?=_=S4SXp z(;AqmGAh{V(v`3$1k50<&gTUI92C2Stt0>t>y$JkZ)6&xt*$&`m{^ZCYGHQw4&_(u zugE41b~dwjmK#L)P-p&EvFIhi^TkDY5Tv`)nbGnCf<3RK(07xr*( zEPE+*2CWgZn|`Q0AZ6)ge6vO%#1TbF^Aw^g$Uqm)HD<**!p~?0qe-X$-SFRX@hx=b zTtP4g_?;`0B}cn6!lD->{9c*H()%ibuXSn@%T=ZbVE18wOW7jLwwBFJm!I9Dqf;V( zO}sb4-cEO+&{*3(*XEzIsJd`)qZXcVFv8}W(HMPG7!z)^pEbs=O{R>NN6j*h6in$t zAtNPd;cZ&{s&aS8>_$AMXT4Rdn}^d~fp@(^I@HK#onO;3C3th#0VR8)!tMp+5kCiS0)l`kow<9#TbzGovyWA)&06puI#l&v~n z85fCE`jfttUON-b#*{-(?(z#RrnP{VadTF3g6DSRaII6077}m%k)jwLsm+9x)TPTj zv^jK~-Gh}|MRciM1h2x_&9dyYtJM@`q#tlZu(9MXi{>8Ba=h% zg7ci{9DuZq>~?F%mTgZvQdLnc!mzk_T>TW%gU3{x$7{V?xVX}m^1D9H2xVp}}8Mh^-aFE8a|9((pxCD|G)&i8t9ivhfyPGM#QQs zWIHp%>c;E)*_2P!6vv?=qC@RJ8$8-nQu{7%PWT^Ghi7fEj-==5@@M-!AcP$vA#v%+ z{m2Y3;aTn45^dvt3KoDHdsEQbfGMHH&3Jtb1sp9Vo_0#wNB{(2e;np}tq@9*w7@F6 z+p@jC0aZ1H$xiM5Tv5qt)ZK)9S=q|MP%B&YO;QS2&23^*PzKxrkZ7`mnm!mBxLp^> z*H&VPD91~bx;YCUQK2Urz8f}5Wn|svVmTE^`GduZ|NN1=!fmQ@XAw|9>NcpIXt$53 z_uL=N3bYl;6geCBjnX}+7Z;}iudJ`wTAQ*)b%}6#%_(SJ?(J9Z$d}%q@M@;lesAN9 z|Iz@}I`T&q#QO^@e=?KJf~k}91qlI+1Z{?d&0S@|cyRest%xJALW<4YI$2Xz$G$(H zw$2l6>~g6hov1brwBHM)Uep*NRgVncE+3RtIzf@1Fl`~)+rZ4T#Cp}02x4r}v2M}R zUB*Q`D#rPsbqyWwD(Uzr_o(XM-mzOx-P3z_IJBYK@*xn2FCubG%-Z&Pg4(r$DH=~s zjL4Egi4xZL99!a2elI684@opO%DAXBy31RuLf4s zij?!>sz!lN`^O;XNe+K!=2!J0Ox2p1Bb>~+K?(4Tst$P*2-5k=!&-Ike_;R5v@$J2 zkQ-UUlylYYiEZA{h#qNtAMBB`pXgmF0aX9P$Cgf4>qvsD+ZLR0s+gd#gqmKey-_B@ znlE2KF0iV1^lL-Du0?)b7qlV8HY|j9?Xo>J96^#zwN;Kj44wf z(JBE_T(jykncn^-c5%Q8{TR@d(=4>Twlkg_KKgJMpFT(H2^pK?RsV=aF^LrJdn+Nj z&sc}MD#Z~EDrT3(u@rb&1|)pbFwHQ~8zO%Yg*{97mhl;7dufeM6KQW3qhrAHbg##x zJ{1hfp3B4A(Ep|_HlE(5ku~7u4f-`QPI|J$)wkd>BnA4COLTp-ZJ7uy4!!qWAM1Vh zq7Y3!JGFt;tVbQLHP!y^Og>OS|8totIjAMu&i<-cG=3^#>O)B_=)Ix&@%czix2LQTv zIQFe`3N->y+|N;Iv~a@NbqT#*U_kzns&p-10P3XAz%yqIv8ueC}T#E@w`cg%+}a1Jo8mzZmDlsYkH;F9~feCW1*@ta_uO)A3>JJ>^W(LhC<> zMG&y?YaK3309#8H3_Y)C2H~Kw8Utcj>a68;0^6@lktV%_34&Ny%Mw)K zT#Jr8_P)B|=@zH@P_gc1=DqKTGFT6^=2#I)kaHGPbb!72@W z&WD&MVf-knZW;PJwJ*nwtq%gv($r4Um17I^kpk&lSHA|C>nmcp^8e92n{(J71=|YG z?wHHWBK}$|(4eL#os)~)a#6isQ&}eskSPVOU=(}`IqBT=TR}AxnYeT7MATVMHoxgf zovz!rs6BTuArV<#gmWYW#kdy!wY+C9&a)F2oYKb=r)YmFqom{>wUI*su|rb#?S|i8 zFQ(#k#zdG#7%PbaV4(i86(!c6*f{$#UX_To#~~c$^7EveW;kwS2OnPf;RD~s&n27i z&5<~A~g0sEuj{1PV3jiP>F^$#&=N_2ylR5x;842)DalYM0N zNb=cXYjW~nly-eE!3BrRL2=<}e@?`%U|~^NyoubSL|Kh3Sp;c+2bA=i0ze@>vKUG= zjv&*&Co8QZ4rU6F)^Kh}30M{`_9#J8Z4Y+P<$Os$bjMbX-4}6OK(3e%6u(taV3#uQWkh)ejYD9feI%Jgfm?xo9CZ z{hwGq;L6&P{GAhoV3oiWj~hamy_9&EJGdH8T&z!2^O*fb_6m(KIC&Sjnq$IG%7^F3 zv(1d^fd>IMEGSsb{Y?GI^0@g$h9Z;?o@g|qjr6#S?OlwQonZoQUmBzw9#0&bBzCbA z;4XM+TOSQwG{wO_!@$b?V3=)PpuUkp1)_HhP<>8apZxG;<_B}a@Fw#>9fM9n5fO_j zwGZ`%3Eu&N0mw?5q&k=r0pAuc4=Co6i5A?y>oHc1Q((32kPoXndZHcN`MFHJW`!P{ zaK6cW1q7)QwNu~}DZonvmM6vYexn;#Xfi&9HUNWS(mp}`fxSL^bSgA!bGSb=rz#{= z;dSD}sYj{mQzKs+G;W5mrMa6drH8$#J=;A@MpPfRqG@f7)ln>6fr}zA5TdJw2bR&w zkAm9k;KIk;SlNP$YmNhkI$DKwdKx1fZ(NFR?y2@r_dFvts@uvYIh^Apc8ODNOFjS6 zk0t8B#M8v`5i4JaC}RIw{vdm*KC5uZK)_c_l+mZ6l+Md$tM1ilx8US8sW~ALBCo z+J(-!#KaK)hbrx``f!5u9rPm^WE&xBM8>`=s@`%MnFrIGnG*@K(mAKv)5Z~ryHW~w z?(){4Aq{wAXnMnIOd7f1@kt?TNV}{zEw;gXD`Kr{O^FaR&SxDje4of#uwA}pl0A3| z<-meE3o{!x4WNp%fUFF@+QT&~ z8W&-i$u^0t^2PNGvm&7-o)>DjM}jsD5fQQ!oTd`QpTmacd`i!f z17&)jWPu{k4A>HZNm`2P)vGCrGc>#IhJ5d>M}0q=4hqHq!w2oZd0>mqpSh)UVa1;qRDcn5sFQoC8cKtyq_! zeY3XX4b+@*PThp5yxtd8HjMGA1Sm*`>d#Ot&g539H7YYteZ+1HsW#|=q)}}%+0&k2 zNpB$Oj3Swiqy-vb`=M(35~aW&a6X_J3e5kI(oxoW0vsGe)bEBaMVT3tbz7fk}lI4z`eg3a+Cc>QP zkSBnNC>-Vy#)B{C)@4<0zod#WZF(D8%fWcaaJl7@_37?~SEfus{s9^a6J zP8L2y-7uJ*egox|SK);1-t7)c(r^o3>E{JbnR$xZ6~!{va+K^xXJxL_3!v%fC*LjY zAytd@5U6z5y?xxorF2?m{0G?$NKg0cBY0;(QdS|J_-&Z{)}Y}y)FXVkPYK}@mkMqF z?boF43nF#G)nkyWJoR1_Qyzebkix?ZkSom`CK7POf-Fq9t-0a+oYB}eUuWa&9c6U! zjw;dxansTXk&Lcgk)P;~115vdPw}o{Am(q-0a%tT4IKZf&_WYU6@GF1F1pNq%w|3f zi{#M626F9(TM!>VLESTzWj?mFdNfij_&(->H0}G>Y9h0%{ zvrNG$5Rrc=XlzrU#DX(loH0&(V2&Trblh8{^^f>AM;KDo#(MBKkuIlg&%sCuU90&9 z+swC08h}NI-|~_tugncOI-zdfVE50tLX5@rHX%VlkfV1@v#~=Bn6?J$x@y)3^EiOC z#1jeNJau`1O_Pm>(G)mx!39r6y+N~$1YoEN*E(Ovxk4yJrbgq(C6eKQw2gwb%Ms?P z%E-=X3iDk$SyXvp;Zv}p3!^caWt+Zk$rNL@$?&R#5W1$Mt5vDq&V~r zgClBbs#idfDvsN8LsJU6nPX~{nVWXW+9-5$zC6Zv2a4;xl4ZUZ<6HSu?LO?7xy7Ig zcQGGrzbsFq5P1H7xr@=4Ad?yzqN^Xr0sYXGY9g$_q`e9MU6oNphq4-sRZ(;|4Vmb& zyi0p*khzZyzg*KlQ4*Fqrfa|bVC*t1Z9`MoJ9p16@3AC_;NHYuDi#nKTY4+^!il7( ztY&2{*yjmVSDh$DSOEVpwYmjTQYx**X9NA%%}{2M%uV8yKOe^+L#eow?w*IB+wWOr zEoNTW9ti+@EK0c$dN594hA4UVG6=z?m}b}oE%?EqRgaU1HwEC+JFS*6hw?|@C3A|qAQ zD$x~RFOR88rYoQJypRi|TimQfCili%f~)2GDeh{BiunS^PUB?y9F3SVc;lG^k}4uJ z@l7+BP~Nq&A4HerAK~B+`nxVZEEy}Z&XO+$0SuyNvT+q^9HiBjKZ{K?0m4&f4V@&ium7{PwgyFWHpw-e#sJ6P%CA#iS}c73c!?JWoJ2SIE-m z<>rU=gPkU72n+!<(5w$Du3!r0PZJq3r@nILJ>`j7nr{iH@_r!v)#+95q?qw z{V~`BdATzAp;*xGgf~9|3*YN*pQFM{-e|?w#l$s8?M1bA4a+F9$!2~ob3u1QdXdJ) z%0E#{cXuwd1+$-jv4AoIjU-Lon%Ze0dQQOUZ9@I#+NQl*t-k`!Fnk{Xd^tCpv3W^9OEE6avy{Jpa z$D*&{H0|x*<*d>A7!6~Q(FY|92Mx2=QjTe^VGK^Qh&x*)QV;E1k?HgYgV64n+*w6& zVCrgL6G1LCDVX+$#?X-b)=6vYREmZl{n9xoL$uFXoW~)(J{dhOb$zs=%H+?`co@ZXf*aZwr^m~@r$H)v7!W7h*_|HWIZf;lGwSz z2mTn`e}LKeR+fXUbhFUAG|`0;=g8R#1l|9_;&d4Me2?uH;0GNoFplvaFR$=@B%HL8 zt$`|WL_?R@vjZ3Ofg3b)K$7pp@;e@y=^z9JXaIP>3^LTOlwdPFw;h2c(vRZCUJWXX&t8(hr=HcT z6;HZI>c9FVMOZLD^6+S5#p|(u;PRoBKDafH9b6?cjRhp6#8VfhSQ_s6lDlbi#NVW% z*H68mf<=Cs0F;8^nfz+7H1;Fv61$)j2QhlXGyC&Y6g0to-UV4n23*-!Q&U5Q$r}hJ z|0rfmv5t){J;1QsOp+tvcelKii}1gCSE|TR)9pNAgWec!nX3KF_fTJApORc`X~_r+ z;!G%63Y6t<-aefWPIo@S()??9U4lZKLqMCuFC%T=IGdeXl4oNRV`w}WNVTJqn<`&9 zI56vFLyQgk?nMHR2Pe&$h?wT?cc4*4s9Fi6?$2YD`YfViNZ{3rsn*BljqlFi^Nkve zOJ@&SpJmS;=AQ9xh?QH(wzNZ&U&qNUqn_A}=o(#yaw3uQgZ-Uq3oU=r&w?%IT9HjE zjJ^l0MKvoGJ~?W#2gr5siX^66Wf49rrA;AUg_0(Qo}J8D5$+Wjtapvkok7`VS=epP zUd{*p?@-b>?XQh8|$IrVJjecc{&H>e7_u8wtdH$7LHcHZ3QbH7a8xZAMTxzCD3D}ota|4b)ay^ z4n6N2_}u+|)*$z~u>lHnN=#m@KJ~=h8A2m24?K?s;yTtRSfloiuuh-a_=Jep8Rn%b_}vX2A@8C#qd#DX;;m1Y$F!j3kM-ln@Xbkl%p z@`F`bORGe4i!5^7xdw!G0=^)Q54y;qOP*KMO#Hp1Z!l`|DiSB!tqq6chBdE2T5cmB zzs%eVc&HPt;B2XN6ff$jClTSsD`4+la=xVLW=`9&NXqdjPw$MQ(*HtuSML0{RkTJLX!hGM&+As-D z(Cjr=6qs`2e^rRuKOs(uHD>EW%h(sv&Z;&>Ey<45S0s}!Gzua_)&p_r28s0=p$Uz!Tbtz!HQjfnJ6_L~q${}u z6tQs?)0*%l(#vQ^nV@T?-I5Ugp>_!$3khuBE(B#aogmVXyp5Kb_{lTG-YJFIMy`M{ z5NOOJYtCxH-Po-Z?@||P?=KsPOv0;HEYiA|e}Iz|)acxWR+@o6blf}+poInIEvt-z zmh+p9X_YE~Bz&qij~DZK^{@?NV#zkPa&zk*t4A;oNXi>AiAzO3rRt{~4^Zt&Wmm%YsMtK26F6>7z8LIKS6;2E%ex)OuvA9W*7SSiQ3|Z3Eo~Ohxg2wA%&=k}* zISk=7_Is<~#jzEV>8}BwNGZ+RoFvXv=?PFj%$R?pq`kdA2_v0^s2yT(s={E2+?}PQ zN|{s%LZ6MrH!cY@Njt5BJJa!BQiO;I3Q3^IqDhWxLPS`z?e!zMw7bk}jEfLxGHvYV zN3@e*Ruuiu62#cJ9(y{06ZL+!LY4*-+GjucI+9!VFzNPltOE<4^6cji)EJko$j&_i zLMsLC(n(#=+1Cdl+^hYpQiNb@YLH3p!0OEn0Q7g%mTemC;n3& zCX&>)(0Sls!xML~vt+!*cJ+XG)xRwi? zD(0ar5i-`WUZqS>Kk3rlaC`^n$01B>sm(poJbsrxHUn_#fb5X0aS{^|m`$zv?kVm> zWSUM5cCrogM0{DFzY1X?wUqC!$&{u10fxEn!45l9mAgT2E!u|%z-vO!p|7gp4A9|) zziI**s?&up>8|H8R!9;t)M2Cz_cKDMijXqp*vAy@-s8Iw!5$_?mK?n%kanF*p?gCIh}%N~g+sor3%VvQ<_PW!n^}_4`PMRf z@F)>RICX-f4Co;_K_)t;Evf8m{4$S>6r#!@ z89ji_Iq~4`&du{49JAKrf>I(;3>@#wn40Jrj;jtFPTP${f3X&D+##2Q->a6v*ZhiB z0GL&k;D>8C@A~?IzI~7=TMm5V+{;QG!&94b5t^xQ%A^_4c+D8itkaPc63LfQc(j6( ztK42rlBd+slOe9Cr52ZieDA5Pudy-qK=|33oFmW^a^oIMm3vc!aoc7UuYn>RkLYyt z-lUs#C9{7SNPvNlX{3O7rKqr|UBMIwiE+~h?1+871rh@XPWm}a!Fy>GS5iWU4n#A-*p9X&FoA%V25`J|Iq58zI7(W%|805L5k~m(eU*QTlqJu0&C!CtezH z#%6DJX)v#!-1@x^jXCOp5sn*>`}@Xgy&3gF(Rj4T1Em{}{TD^=gd-mO>(Es^yr6-k zUa~F)zmx$rdZfd1xObW>{N* zjWl%4GTU9~?LcfsjFob~(4*eGpAo@a&$s(^PT{UI47S`>l9Ylgl+iF3i!}}uib(2* zRm(KNz-ya5{+_P3Qd$2f6YI@A*iie_1Qo@cH9d8`dig&vIdP_mFNks1X%4oiX#p_Ke!FX}#-<;S!F6w`v~}{)jEjM9_P-xCW3H@+PQoxo%b% zWQhaK7G-#5VN=oDPPI?Tm3hiylppAfG5@kQSq2KR**Ts2S3~L zrbO2L%^2PJ_zO$ds&`87vBrQ5!`onX2U1%$47Vm4;Eue~U1ld!2vAL6d?sd6iP(5d z7b!1&Uh7Mw%9%lWqLk~a@ryJ?vdBPJaHy=Kp_If7pG#~@pqkUXaT3P>vaHlzrCrSA zRqh~QlsYHy9FHW|E;!YKF)q00txBk8Kq9H-co{r3Q zDhIurt;p*zw8kXjbLO`H`!>F+$A3ncRkyLukf^kh-z$#9LBjW;G&K*bRB+Gs*%Q(h z=z-7`z!~lfu4yCJTB96d%EPuo-=B=)r&iB)ip*Urs3z7X+Qoe0#}Aw{>O1a#ZjmGr z0$af1fD14$bl1_zhy<09nx@4SoLgHCT97Y**jxAEb?6T8)ARbgXvPqrv;7UW2bm>h>O_aa|RHyMn|L!Gn zCl`)87t|J0Zbo3Ak9C=DfZS!)9YzSuy@-Ki%xeK#NEw&PRhp<_Wp^g}4NWCW-Z$YP+1sUmZ!@Nu$~M^-8ZX53d^T31n1 zlJ;@n$Gux^itTyK_*j-5JKAZYh8!_84_jtWhW0iVvEsd@-pFDd--j!J6vww|^1PmJ zfaMTAvHDF|w!vo)rae3E`5YLaO&Ta9TRTI)*2zU1^4AH$OGoSAT_^0%@IjwbT|4e< zLuvaVHYX2}Rku9Hd%Ae0RG|`#bz4uXR^`D|0nM0EnP6#%&HNsx%x!b0ccjq`Qjq)& z*{4e6{Os(EOQCH5iIwroX!#Nr4lezP7*a~4+73t8d|a6Gw)x37KaW>t8NOj-q!b?( z1b*Bcdw@P4{1{nyofRvgujl?Hjpc6<2uR~KpNh>EXjjR#!9Q*D2N!EgR z!+%y9n~~0p0BEvMwkzx%rdWYsEk1VsMp(x~)KBR7*3mp?Wx8GmkLm37yeandlOU}d zACX~ETn3L~_+78Sj=Z=Q4q*euK#+1pU-Z|ou;hFzNQh+1%3^9ncIRGG1I5^f;H6hk zNFM0OE`DB8-O(A3oA;JIq)EuMEe!vS$CCW0P1Pl~r)4Xav2LVjv+YF$+6JVT*u|`@@^R#wdwG~yS7M$R&0-^ zaE%${A}}EvR76EaPI>(cDC`A@XQe=#ENE8JzRf-F7*oXyg;mvPOLJXvYB`29EwzDk zbk8vID1-+LE)DsXrbqnWP`QePG19-bs)2t}XsOGDtAY1R85ek`}JkebmBLn%MA`1rXlHY+Yq=}Ra&v4zL4w$dzjUm z$sd}dT`CBp_(d@c5`#|8Wl$pVgK*lD>2s)e2T$PN0ty}py$Prg7(b>V;|Q;0gmU9a z`WniVPzv3NfzCLU5|q0yOE=Cl7#Nzleqn~B%?ailfHuHtIdWL*R?My#U850sut2~= z)C2m4%m4brCnCKAuB~(OrPiInBBJbiZ3u<*;!Auc5?X9`0RDr-kYLrYLQA_Rnb+FV zzO#1|_mD=+g@$jUrJso$1$;~2J#7L$dPG0VfxejE%O5*&?$iNOC;}Ag7-JD@wi{Vi zW#NV%Bd2kl@iF^m9Na58e^_WL&{tLb;>@QPZj~90T>h{}bneX;&d)TFYxj7H&4sOi z(^uIQgs8l>ueDM`RrjuDxjvub0BLLW1@1pGx;&X)VdzD?$&LH0Khz5*Dp(m(wzOj( zcsx}e2$I3R8YtsX>O3#1;{Ux!l|d1SS7cK`C#iLfPZT5rQX72B2+!ge*R#K5JQ7#eFA;YE1<<-<{G-*ryR8h;YBguG+rC1MaHO9DVl50V8m{+wDDvRZ$LBkFgaBx;!aSEY zlWlfsb=rOlFhJ{IH_GfV+iy}Qd{AN2Ta~{)$RAl{gsf2*I#u|`k(xjAU9VL{_?e8r zYJJBH_(B_8WE>XS5BYHdxFr~DU-5z+Ef+fFN+#m>;bhyO>2ml z36m6370aTQ${?o+RetDOwXIVYS;TPF8vNT@sk5;b)+`DSO(F0`gmfK74)``LyquAI$+}JPGqrVCHc34Lo)}&sp34tFuWnmQ>sxX37zlU6dToEN?V0 zp=s5OVM466;EMugR>fiT^>JnPH-32e4pcX7^#;-6&gc4r^O*hLVcA{7Gn^CSog;%{ zNOavLRi=+)b^hAOppSF~pGbrbT%;4W-|ZGVR2+B;)2r;>B`Q;;EO#3ycEkP6`CVa=;HxRI{tUuN?HX*w3S~$X*efPZ>*1nQfd?j+NY9 z@+}8OVkP1w^RZvMStr)i-r`}O=NMeP)t1mY&fXqr4BhD?C}64qA33Q5oNJt{U79ZY zc8XRV9#e_Dh@7@@B2MgpjNB37Hx|^4Bt80J`v%(FeIamtVFo>jhW4BUR8x6hBfaUl`?JB(GzSE>)EIn&8ovCmyOD@Y@wPs$m&ZWN>BfHV!MnPe0)}M8Nj5 z-@?5%3g-8y6lp+zhD1jeTq;onq6zBP4GkQnmJXly&w2AG_;HQGlQzyy$RB-jtW;&1 z<;rhHvIMrwi}-f@K_GBhqAJc}Qd~mD6Fii>3VM*IKL61(s-48JJ16|3j=rf$`|Avqc0s~-5Ce*PY9*8 z`dhjqOH5lNk;eJnWaR<2tczKQBo^$p(7t!hTSx`QQKt>QWkQ(@R8U zdp`hiX57@>=1J)jH!D)mJ-rS#4dq9x-uavc$&;v-#t2G=*+YKHb-O0x_3v5KA`9$_ z|H$b0am63w!>2}AHheWTwf|s5GXgV$@k75}o2glQ-IpZ1>8A8e9B8f7KHeyX*;PBp zm6uwnkb!W|6u@odE6XI1Alne^NTFki3{ z#8p%xOAv0d`GBo0Z`I4he6w?X8X}I(Z)!;X6#WIl(@(#fafN{)0^)ELizY>vMTv;tQZnQo zx+;v=|6X7;>w=h8xH<{L_PVBHxCG9mraxSBaRX)>(6Nu$G|(M!)ya`PBha22?u+s{ zQFTs=If5z-jD_T&&vyLi@LfjkoJ4Z7|0t0Aj^9UXEop*~=!zA%K8z0bHXj8AxEP1j z8*3s=OablTc?r`cugloT6H3SdbGy1uqNLTI>8>Sn9K_=wt400XsB;KnyZ>roE&im1kpKop|BUcuy&W<<++Rr_}g03-DA-}FssYWh8 z7&h4#>0Q&&;f;suW+%>kF|hn|xpf5lSV#CJ=kuq`N^V$EuvKZ*eYMQ?+qEa@WFB_w zY`B>s<4OF}_E2f?I5wsfkcNdJ!cG(JWh8KUM;eZ96;kd#m$Eipr#jgCha-J!-SBdQ zkM>XtO^W!AAS~{sb9uX;dv7kN^khn9swg3qxaVBqjIu`lW}^Pxvs|bvp4e@5k4Xyq zm^Oy7z7mDo5e{NihAB>!ls$(cPi@xj)*#$>P8e)9C-h0i!FTDka{ylkd6(7m)(`q`!n!L!N~@JGWPz+z!K3# zu-q1t6Ar_LvjHOznXAQA0E>Yph(>|(DGPGdomsM6j6Khp%phA!njM?pa_k>RKN=0Q zl7KoZG==bYK4g5BVubT-R%zxkPy9fEVJ4B`+Apo9y-x1#KYwT?7^`y$H}`yv{0i$d zu3=e%E)89pker_es;IQT6TC~TH^+y61~0q9#QKGZX_H1Q+v>foJTqs)^@VDIv9GiI zT~&-8tSPTw$e;+emx4^24weWXuoHv4!Uq-K!qI5@0(YmU#6YQLp~ zgWVz+E&e(%!Pr_C%n1>~6eyJkvuQB?s%Xvy&fNg$KcuY9Xr{bHCImNi!44*z?bCS6 zX=J295HXMy3Y6FA>+eBqCcZ=80d*HpGrse*lqo{sufgi~&-;|r0(>}X!$+FO5hhQs zszVbmwSyg^A%j5a%XONm5we3`OHmE~Lf#2)ekPQ(f0M;m)~D}@fL7HmYxd@v!FrNL zR^c<(WYEAc$7+L!Mkr=e`$97jkiRnX9Er*C(oIq)j48Y5WG^W9gZEewXLRM1U$QDR zp@hM}7VrvfwF@hz__Nmh(Ek$hHnxczpdih0jK@)YF%I2RT%&1m@IJhe1-@AxPAV;e{Qo8vHYbx#Yn=P;9R-<7xqDj1^PV8i5%#zn*!M3nnEbh!Gz z4H+O46j0vjsC(pZ^0o4!Ofl~(RC*57fie{=o_AZ2l^t9s>dp36sTeUduU{Ix6F5;E zlg&&G<-vdIi&i5e`;rP)fNrWV|v!@e4je-Mth&jb!px5fy5XTG=kKGBN+}GC@g7$GsUj{! z5REh>XbaeCzZOhm0k7nC>vLTO@$UujFR=;5jZ%;ID}EqPN9uT}e?7Pz z4(bY%^IMn|d&v(RI)i<>sw{g##EcHDf>$T&!ap`hfcO3tLuu}vqNv>P95J8xWW$rnvz-J9C#Pz-aLwRe9|QFXZ;tsYQm&eWm~) zBP@Y4mkN%`JwM(!^f|f?SJLHbkCiG+ZqMGX!z_#EumZRIBi%Vk05w3$zm&XsU!PR^ zKl3$oS^TEL$$K;+K~FfdI!z%k&cHPj*OO~p5vge39PIrr`jI*+a91mSr~2CN(#*|( z=;x^xSaYT#WkWdcQiFx5V`?Dk9ZzEE4LFxMaT8?2G3mwvX+WOMMbTryvWt^s z!|>aj<;|VzHEvkVzPQ@?YQ>Zr=pCs^Yb|G|1n4>7a*hI=m1Xt%Bm!{GUUqfL^C)pX z6gjBJ4z4SIO9^C_TDpBW?|<{DD5E9xtc;m$oKpQ$5^k#q>S3ZFG{Lpmzu@;{j{)+f zAZ$3W>UkXST$Lsh`-&~a);{Kmv#sbDmUW;iop?U;<%g@|*zydk3ftxo>~{bJ$jZU9 z<(+|hcYdxv{_{L(#F5WB;m?^Ai8p0lq7O9b?@$09X}3iZdRxpn1{}qBz5kYAwZ@F` z_yoaaI4XeN`|3)K2cz_oQAn~hrO@lVM*0w_N61gb>RS%=EXaxhmSb;NjbWQn>Arh( z2^lkgDLmbS#@j^F?lE6QWS~9(+-P~;lG^OLzW0BpJ0bCq+{VB3sVw_#XuKVgN{BXB z=;V{Xeuk^*gq#PvxlDb&_0W*K>(6z2$z8|2a^_Zgc?4EXcqn)_QE5aquC1pzQOj}` z!FU41w?!T~^OQ?9BnLO}P_jVhW~n=4MaU_~rY~-RK$6UDCXVaUvbX`)*+m|jh5D-W zGz7yphG3^p83dlx$?fLu_2gal5W!$K=fJ1B zigUWYlHgWzoi%Lcv%5geU_e=+@saJ;s_eHJKWbnr8zFI)rgh6IhHnq^rX(C3a_fgs z3)_1hGG1&4zwCu&Dq&|Uy>wJi!*#{8lpaJ)b>yBF)Bl$U1o`BvRX(g{#LeOQHmxN~ z4!g=yRTw!V*u#t#$|V>xf+#LLC`-aRYP7U$QzBW_54q0<>*Y}dGpAv=bU5Kd9j@N# z{AtyXH}yNV5%Ip2q5Li2Knmm@w#%*B%QxtDfMcCAF5D8PHA=p9{aoU;zSfTUuRm)e z)?1xeDi{XTFVv`Vzh2Z5wDaw{JPngDRNr?bN+&p4?cmDL=nhBFNLf-x?)a@llW;-jr{N!NOp?w>I)oaRH;e+%0gfqd~ITM6QVNTOQquhMbLtd@>B^?pv`X5NCiZ zf&_V2f_yT;x}RdI1JQ~2l=Ry3nJsiDEM(POovS+K82&=?EykzCcR<&lz1@*m-Zch8 z6Gq;fi$;u2vyIxFIr;athw(qZGKoE*IZNCX4Qg?$sF>NXhVWKpkr;aJ4jeY8n9A~4 z;MDTXBn&xk#SVWT2u}% zrK^=gC0}UMY-Lw206eL=EJbrf8l1iHd!WATwYXy)Ce(6$S;RF6kY&j|(TKmJfGhkI z{^8dQ+Ssq@ghAy<`gi9wRoWV*vVA+P45w6}dBwM7Eg=Y0JlsS$x<7AKsaR9byad=- za&+TwZdRVngvo1^nH&i-VK{p3L+#$(M?KK_h=!T&zQSvxqT`49bMt?Bjz6C1Gn7&#L(SO3=5&6|#9Ar~d&L0DKsx(v^dMs?}VM(-A(S*`Tb& zEf$1}m3!_5uut7Vg895q1m^VzGF1mgi@&?eLnu2BB}rAYGOId? z6Tq?B8}k-{i1NiaJ6SOjUzLdnomUr5pFJC*%0WvZ|PDYILv&wwLA*> z_(LcwW}8OO@^11sarM4yT$pxVRLb!5eYm-coZ)&HqT(3PVCL}wSzll)6JBm~7<@i1 zzo62lnNPL6~$y2KR;zQV%H(SQMNNdSg}bnx$72>+Sv_{%7QO8U4M3cJ-f<# znoEPN<$($&pZ9mvC)Y2E|MzU0pTtelxt5>of`35Fc2up)nrwlLzNkZ+cZrU5Gh%cr zT4L>Bik-fN)4Jw5!LagmXFuzEM;_fxmO+Q+)E^+17e0~{92y{eJeEcDRsF3fV`^0- zJ!9UFB7_?f63?8_^+A}n`b=yL!4==@+`G;j*9CKbBq+xpB`;Uo1T*xMHm(b$bDb-S z_zt1$BEhUp056r>5T^=57GxJqLv~l0NJOw-Bi={li0%tJqBdyz9Wg}2wri!qw2b#> z(c9|$Kq78y>%msb6Ell}(+n;>tZ}VA#6gGcgx=0jsz!bpt0{t1e0BLbwB?OA#x!`P z_H5^#e}w|l?;8}5nlNm7xG^}ZWrNB=wtpOC0Wq#}I?1QTL68EZIxNpWx$)qr*S;Km zu|NsSI_sUh6Y`M@^AEo*ZgCRtLgSlD6rD{JJqYzr6arr3Qh6461_Yo$5fh|4R z5HZZlxfl&1%Kk!~?0A9P2}{98PBWVJ%<_CQ_y*^AQ|2v^i8H$;3fF;#n?|6C&LhMh zHrc%yA<$%gnwBlIp^iM*x zt@zq@@gQS5YamMS;q;|mww#sbnDt3LS>3M|u85P|a%`p2CVrqy8sSGjGc9e5WvKcD zV2Fe^mh}NhIC1aQ=|3}-JrLzSw^t*tObzMYGO9=*N+p3_vt)J{b}PX`2J9^eHS*dZ zXbrAKSZ)sMy=&}znx3Dr+c7C)l{xe3#SL+_By)`!owJ$vLiNX`37M{}mJQ*A1H|%V z;4fuvFFOhj;msO#D`j(J3GSZ|liVuL%YuB%@2m2h4@}c|#Ec9~fc$*WmjJ|eJ#Y`ajt2KvHpF5rjg$3hwfO(BdiE2;UwFq8yLxq|_yW{tgF5RA?hsx>T#yE@fAgjl!x^Ful{^ zK?XpjpH5b^mEj%OGE4ydw0iy=YjIdaC76@BR}~0U94h^tzd}BhDeF0}w-ey^@0X39 zrkegi55k`=NzA5hD6Dmnc$>KLdr$G`4Uum5J1Z8l?3|>v9ATG`Ryz;%BQ@p<2yLWr z$DBr#5rS&^s>|pFBkYTD;7g2p;OhOKmKB7z`2Vin*WtrU$=43Pe`GD#_MN}>4j;V6 zJw?Yz+Gui81}GG-|zUUxKW;Vk2o(75dGN$@M6ex4llxC8BxwLVCcO zTdDG2gS@{BJb7Aq?HH#3oSlSaZy$wIOff};Ug0a9dd?oz9ZT%Ay^ly=G4G4Ys-H9WJ7@w=f|(`yz%goETAWpL*OuseEya%)j^WMo z;+uJ4JU>A)-3wzFu9aw=g@|vbGzE#5?JA`1Xz^ST9(PH_E~L`8a!dO|QC6hOLxQ1s z+yA*}3Hrw)l^Mmk{fB9ra$3Ap^6dWcrp0QyzP!k?$90gT7qmMh*h=N8zx`&yZq`5VCrNZMBQ#s`Rb`)OkLdo+{4iGq<`2u3rxhV8ew%27v8U z98KK!_iV=ma(3^JwK##-krjaJdiL8>IWs!6R0|g{B)UYE(wU&?THr5Wog6e6+H$s{ zekV{EXUU4Gp_l#I0hqefTLa8PtCUi2C48`I4Vh|DYh818Ra1uX2HZ;OxqR0q2ebG+jBRk-Z-7g+@ zao$>q^+S0FPl_}PD#Z0y;?b5bW*~pK_W{;8lgSLsj2DiBA9?U$F_S#9e2BTkl+lSa zy$%`i&xPUE{k3yidX*G30R zLn?Z2<1^5dk5>y<4Le*5fHZD!;F4o7L8c1a!~4K&yWWkK2eOYmY#)Tw$nl0^PUVT2 zv4CCwF&g}ISfXGoggztWR-eYsVYMULe0lg)KEbLE-;BpUqx(2ew+Kgat*W~e1Cc36 zf0%L9=#abMs`4%v(7n=mH&_X*`msC6`B8m{iY#GwId0_*&%(%d(C%w@g{I7j=APqd ztMB&6ETU3$;EKkCWmyXs`WM7s95z-M$q+6X*xG3@+|eCGz6p1f-;L~*v`!=FkhDn6 zx#qdiwk?+4oBl}noFU#ntdY37$@+|29`6YYi#lgp*@kLr!NS7M*eJG7c}@$-41ZEI zk&mbk?L@0NBfQ>YXIJI36&ozQe%D@6w~A&;VP9(h^nxcPb0G&D zcn|AJi<~Uow^cTk7QgFTgM?S1!io&Z%-^+9)h94b>==`tC%kn9G&otyAlkqej_an) z%0ITSqv7TDDHTeCX(Z}Pi{2W_x^J&O5Rx#PJ@{1zaR^h{ zoq?`3gy|}w0qPOigV#Z^0~#0#z|R1e#sZ{cVM@CD*tGr-9IYAk08J3O=kh`Yhf1)P z{7{m2+F=69d&ti(Gz8HcZQIU?uK@zVm0m z&0W0J4#Kp$hkA$IhYCcfSm}?-lkh!!)Nk)RE^TRSUITuC=m+o}_h=<1rwJ||lDobo zCJba5>Ta|H8p=?E+6pJthZ@(!-l9%VSImv+?0oAy7Ee%RJ8zG3wf~8@u63HoSvTK? zTt1|p-;K#|a(0fceAJ(fTB&yISc-iRMVS=q;CXP*)seIo5-hvcE@ok{pEJPBvZ==b zV9=EEZfGSDMzu$?EU%MxMmEXP6fdQ$6SZy{eGOSHp#xsCh&{Lt1lf9AQRSP;Gof2p z6}cLSSwqJy`e6}rFV5w24AV{2b7sne(sSxXK$b*GcIHVQ>2)0Y5B01@q;o=m@fxpz zVh3vyJaJZ1Q61u*f z-VpkA1u|Zv*X9WYfsgbX&I@sM7I&N>-IbdJ+tpk|UW|!2YOV*OKD$PC<105^2k-Gl zh|s<1coSQ_YFWKg`MW5s1^g$_M?CoSS+y8%r$w_{rLopo+AbTpldt^5IsUFN{Dk4apAWydh3G@QU_lDy<%Z(#l zgDcz02!2D`!7>8{6IBM9BkhmM?k(yD z(-)_CLb0EpreFV(tyUU|QZd56%=_=@I(jgV<$>Y5%FqU0Z|^f#GPsesmf~YRklVM9 zRx?m|>Ek!i`<~wc9(|+fv2T3)p%5zAFU?_75Wqp7tSSC!F){Z@$jtj&XPj>2j)%+z zCrbxDss)+dNE=l^`wJ-9FJiDT%%}3R^6N~aOFQ1M5f&YD$Z}Zd6TQylRbpi6sBIhz zZFtyCIgK>uAB=v6To}7$rSga^gzvxKlGciQ&VdCVtq|(~o$yM0t(Di1gKu;<%?#`MlRJp39xDtKu4=O2xk=?;F?Ds~|lU z%CEreLNSMDX?n1W$+;UtDT?!DcR0S&R?kn{cv~J~hw{mjNyVnYGZb&|bUE4V97#Dg{HHgz^U+dq}_*8lt6KLBYRo z6S3jIN?v+&5N|)%{y@_{V>GQ6^JRziV8wfKy>aW#M>Z$iv79*AVC2sh%w6;q#8+t& z^Oaun*tDz5`%OP$!_|Vs6P6qELTivKeQQ)V#klRaOPkMz2Jfukh$Av~%*~E^)WAvn zv*XYR=1&m29X_>(Q4#G16f-3Ro!|_ zIZ|*HOUd4`VBrLsrn=*W&rL;D`QFt^ytyFqS-!NX|=8SEGB%;JTi1e_vZXglZe8|zMmdzP?M0!W`f{UhVJSq5Ub91~7H#Z0a{B82V z{wJt*I&~^n+U>f%oj-Y>3R%1};fB4F0?=d)w(IRzYnQ@N%594M_^HqBaEyrJfM{nL z;1lW078do=FZrqc<(@+XxCx95o+rE$5U~l8#>B= zCn1pzpnp7fb@32pNg^NYi}NanXOB|wUF^V4XJCvHHNLzNeuyp zmD(YDFlDp^aZ>h=(l%tqz}~eS3MTBK!gHd2iLU05`CxQn-d6)0-0gyZh^Xb;Fq+^% zK#Hcg38eDOJET!hI8n1MN=X_m^Nr+yt9*2@v5|r?P!T##rq<&JaW1P15?z8q)6`Pc zjkCaO!042}sAm`3ms;(5^eM?ARMdnShQN(o^fM?}N+OqYg>ZxC%N9kKjhNDone4Q> z_5s(|iLaBLx1$X+xPkHvVX&2z-%jV8%Ke zyeWk&FGSxMTRP-~JBo;pfcKX!%(Bdf+}e?0%~*6g=b~q0vnR@%kz0Jsjv5_%0#+V% zjxVW5kO-77oZ|I^OFIXIo_s(X2?Lx#nOFCllbIn0wd(_S>h9M%-L7lx8DLBhWxbuZ zWXbbugk(G7Ntl*J2BPqsILy+T@bQ7F z@=WoX8PcyOyYPk#eJZX*MbkTrszoUuHE}lrrkGawkbDtE!pf}oJ#3e~g?t6w+dkW} z959Q=xKW};ooJNULZlAxH6>hfe4eY~ySVR)@QN*Ju?zZ?aDoa_Wy{rTI1;q@bw(lB z$}GMfV@nARW*FcZPR%5lh>Sm%t?fjZRuSB$GK>tq*u?IRgf2_zOLE!-Ferd9q+vHj zzlWM6*44GhkK9>zkY3=u#gr$>hJc^dUErRmLxL*p4J`!(By8YHD z{GGY>p3*dMj0_%mm5f$R%VKlh$UlON3rMOX5_)RK8~G?S3P-A^+5MKG9>&FYy9%7N zj{)yEhMSf@A`yxL<@KN4SB!Bch?7%y{uc!{%5k3Gq78-6nP3+-cfBB&TPg-hhdsx1 zrzE6=OK=4S`QK#R(f&3QDse84OMkq3<3IlKMXzo^8@=Ei^mbWTi}f+1Bu@F_r3C_~ z5r;&ut^%4R>!f{<8um4^e`JbSiDo|VRmITQ{<%s5V)=LiFS11LKI34c9AvJ})0QN} z;_rd@C7X#7-pLxp;PnC%pO>lBLG;(DOPU{)&}y6+Znc@7YIHd^=*ciX%|WDCvU(`S z6TX=$-?3lR@ByTh*4x;M((n15;xD55_2&EFJWD4h!iT z=~3zfnp}5F!Mf8y99}Hb`?{*S%pKyE(=v6P2P;%jBc+BsIn({Jez+}K%y0NUf7vU> zc6kCZ#OZApaBtP8caC_pJLDap3nKATG#cnrm4XZz&jPa>rD7?3w45H86n>Q4O5oK0 zMKRJES=!R6 zvAI8<%LUCIWk;RN_h97JPZ#1w%3qfGeOU%^db~^=h?e>@S&rL@bx}ux1qJ_xbYP?! za>XXZpgCW-yx$j9Ta2U5vu30j-^v*{SVnt+MH?^3^UI`glw^tpeXc`f{nAd+bxx8 zhT$*Vb>&6`7J6XHx(zQsD5`l=M%C5rp;=C&f%B9GvT|r~=bJby+4@y_FG1N*KT1=& zY$qd5t?hANNNcJ`6kV>SX}oR8`%w!}n?~eZa+2yXBuU*F$DErTsGNJlyoYBWMbUN9 z48lj^?ryHh6R) zfaxmDUxTCvBIe}k#PX#J{QZk(#N5+ z74y}oQjysaU&;TDl!=$?y`5Y)+gVwHYKri2_MRpnY6o+!A zDW{r$lSGP^daOIEN>gf{*Z7Fh12{VdfG&DOK*9`-^GJh%zF$am$&e1oldu6IPqXV@ zO1QJo3@$nzj@AmvOvoO_smsWgfABZ%^|Pvi8(ZANko+$N0(bgRI?aV*NuM4FXmWri z2a!k`gG#GtZIIm3nL|frYNpZJzpn=Xbs7hvE1o-wg<=WQn0O467@}U~A)PBNaDP3| z?|+%(E}4w9bf^e^f&?El_kuwmWb|Dp5K`L)h5X4VRm`<4O^Pbdm8N7VLI$#G@6@+Z z)PzH)1Yn*>z9B2R6V-2E!`#nBxt2ciF6mwZ6^vRcd9+ULo8kd?t|j{Ph-VXZiFFgY z4=`BD*ut=FsRpV~REML_$m_lm(``QA3L;KZ2w}!LNio)&PPT~1l#!S!T$9dA>gCXZn>VpnP?@Uh z#Bv~F8yzc|#rQolB|Uw=apiO3ZX`C9oVAaImCW5 zt94bu z1N=H!xcVSKQ$^R)$nBAALjfis5&YQ`d$_mXPH4FFeArb=-|9=6JA~*z7TYo9bNc+U zBZm~|uQJ+*p^)%#)VR#-j=oR|3s^Npckh0um8OoPOzKki4CKHy=DFdQhvjYY@O*F-GRTwvDs( zax1+>FB@kj{z~^)(bu1Wbh7(3(N)QtxJJHMs})zpt{05cXaWB#OsZ7^F*Io<%lFV@ z`8cusbKQN{Rz^8fY#Q?;vU8Gl;g_N7xu+CX>nd*&)1CMQ?Or;;!7^ErB(h`lr>$Qs zsU<2cO+Gxbs|6(P-TQ_gL;qcOFi9Y$_)powD-!!U)Eer1?*S$M=S?@& zBax1q1Rkld8~9EfMh(96Igb{Cb(CAWLH+BPEgv>gs5*5X&WDwkw;*GZN9XxD_!cf| zLW9oZOCuz=7ocheIH63N=Fz*SKiIplk7~Fn(5P@H8&ot zy_q+=uuBNhdx=O#PDrw`qU>HCZHQkP!&|@;0a9^(I1mk{^w`kpy zP0@NoHUzwq+64Us@Jkm!vjO3UfA%ep;RDMAMUddUZMtCBraEcUlMSWM7&tl+6`rf_ zeXw$2aM2SxYjwB&QtAlvJADvjW=PbS<^xQmp&vu(a=eXL5TLF*3M~on!o(S>l?b3y z{@B;*W1cQ#yq*la`JA4kMDi9MkSG|et2RcYQ1nFR+`UA*P{kzFQ@aLZ+VjfvG&Siu zy9DUHUraTC>v|#V0x7`>ahReX5ym}zTj^Xh7LW^SJGBU&DSZ&8s@}&i(gNf4itbfO zjl16Bs2Ai%SyD0aU3BW)Eubpny}x3 z#;nD^=SNa?t|12;Y!II#lB88ti&kW&+RMxznbCpekKGxV;(K!RCyhLi`97FN@+@B2 zy1294@wf%Q{Q}AR?;tp6COF_wUM=Kw5jt1KQI+C$*|1p1eTYwUAxm)ZfMSB0zOL*3 zhrx7s3`G}KN?%i!w4|k&rLE>!>*Hd3g-t7-?aCcFjj{!xAu2>>eeP?_ zYe!a;@L^;salSnvs#Lj~=mJnItx=-_6-{AYdBJEh4#C_X!{r|F2SL0Ax!@c)+l z=a?x7(G%IFVz>b^`ia7`p2OsRHFpXyr+u~es!NRO0n^>Xr*WI z?N>jMBMHFEE{X4L2$ikUm^TJsejiG>UBcO4QY_Ck3i+5;r3m;IS{y1v6V;T~Up zW7N^sl!bg2<{(%E8t7WQrVO!pf+ut5#*yaF_}`12q?PEj**@X&DFo=1;KWlry+6WMF_u$$(7dy5 z?ov8~)d$Nh@mh9}s{y7Iw078)5Q-sI$7gz>Wv}|LQBj7)J3Op^l2fLFwyw?J@dq8; zdU7xAr<5<}j@YgxF~dy6DwmaHu-i-w&fSip zbEKRxB=hPa1d#ctk)fRe_co+3#s1}yMA9{3ZL3N=oG*;6!xtwCa)*DQB)95WP8%fxu2@Z%Xzy~pC#oKatV4Zocz*9ch50sBlczIcTFzJUs8CX z9qZ`lNYToTV+Btr*(Y8s}eWIoyY<8iEVv>w+-cI|kJGugZGZiX_xmjGM9> zX^`~72Z1EJNC^X;CI#6S!MUOD5#OxU@J?#E^pZc&AHDb1-6hn?9YF;*Sz+pyiBm3M z4#PxaSl z{vj5!&aEk&luKd)weqSs53C?gw3T@;ox{7J<_Q&z$YYoB4j$#r98=?^<|-4|-@Wbi#!2PCwh z@dc%cE_j)d;)pWZ#J-us?`prft*(<(bl0qNJmyfF#UKmb75AsD0n(CMjdlWM3I)Bm zJ!rygi1VeT0^#&2f10r>@eIdRRug3Ne{mjlml&%FNr(bw%9HCOrR@Bvvo`qe#Dr%4 z*x*#5(23pWS;KpyaC5TVq{>lsH1I8+5SrQ@}l%R5~2H2i6^ zk-*3Y!s2O$5f@hC<)3UkNo&s?>c-zAgNyNt7&5EXIEc^+JRT@5lAW}bt&M! zq0YygXb|9=7rFXWT*46jLUAbH!*@(GrE*A>^W-D95G4Ip_+sm7WISdh0tY9)-@HvtEZ=iGW zU&HhCBKSjvNcu zqQLzllF%BMdCQ9!osAx&sMxQ)Wg7&reC>%I@K_Kddd+upOkk4d!0(+r#z*WpN1~}u zRNs#Tal&!R>?>`sC|K(;C;|v)-Q34F33u(`Z4O$`ZLe)6jVT+ztzx`Q>B^MWRWCX= z#wcklQs((upmhDwXuTxQvdUPRHRtTd628+brJB6!T-Kem@+(z|Mg3IM?+1LH2AtEz zyOit>mDLK#Y0w`I<-B4|w9#iV)>ERZ6!Tv57AE}92AR3oor%Jd@Q&&Q_;j&;Wbx(a zD$uDd2rC1W<=3)eJus*^`4?ta045o~3Oq>cT5vHN;!Pdp@eZA15|vQRjO>n^K5o<6eSeotwyd_s;cofbl^0SX;_86aTwXAN7m`FjQxm~NCOb1018lYIC&!= zzdxKLXH9sLR_Zl7CENlr=qg>obXWJ0P`;X z*bR}+?_*n|Wt5B+ReU0p&N*g)E&*X8loZY4e*ZOhVl7RITE!xqv2KsBqg4$a>Y!_V zW%UQ(b1IWC#TF;b=R5{FAY6>%!kAI3q<4<_c3=bYP|NFK^z0};1g1Z(mEJ~g%Dg?F zTFL#D!@L3~=c(I=ISv? zI}>#BxhKfou67&Y`eW&0$cJ$A%pyzQw6V}jmd_H}ZWMdTu-`_7#JqD%vM^AO=x)YX zY(38EEWfP2HD2hymeSF*|KU6cJk~y$_ah>a2PusL7vOYKEOw%qXIpyVQ(3#QxAG(^ zG%?HiRp;Q?oA{Y{l4ze@V1bO0n2Q#@^Z2bA@MgBi0VIlD5)NfLE|-65-cTeqA|s2j z7F^hT;7g(bg*H2GR)&;cEkfB2D(4)49Q(OTv44=ZyJVWn3Iio1(*ZO~rCDz7?`^9OO{ICuCE!|sC2wn(KQfi6;b&i1Rp{MUm$Gx(31Wb-QYh*$rbB)iPZ$!vOOw$BB*^T?4hDT#M;Z z;#LX?$@HHy;+g&Fj5LTx3=3LD?0-+B3&f(_XVDBE5l|q6$SI7Pz7ORuXi@*M{6fW& zO025ZmaRfVRUQ^*TH;q$&b<4s)VGnkeD$?0$X&eu1Cv752=trO#a8}@9|mjIiWA56 z`0wc0M=&A8F?EAFlSV$(!&zb*3B_E@uySt0JSfRiXyHJM*8Z6T+ks%`TJAaHBWzY4|( zS3$sL)|J4K9-$q^b^B0i7B-fCH_V#8VRX1)CFpiLUB#&4*nM#md(L}YvXiqBb?Hv+ zxao0BUbYXvnTF>!6veW4jHfWFH1ef*h*`^8XIwpKR|<9rZ@F2M8!$q-_gR zVw{D|z!*aj_*-4q*#5cqStS)h7sX7@-Y|)HB1Jhrru|(yCQe&oht0Kv#Al4o1n$FU zn*SDu&ubNndsL-PJ7x@X%d%*67-WLa7(U>JcQ1)8=KnvW46~7Z+2QVYT5c;s5Orj5 zqd8On0l21IVY1hLN{UTEOYS)~$y-nWpCE*#(xn?SDbOgOXP`&4*~L4i-I`a6}wrcouN`W*W~2+C1$rc7}N&+mTc6WeXqCH zX8iNqzTqJp3uHWKFR;3p!y$`38X**WA%3q{CYc=5D)s*2X|pR7z{_h-yRrYEF+_{# zD<1*9?11m6PmZKJRy^hr`zDCMQR}b$GXLEPW=Xa&+9db94*FDsw9s9aCa-N~bVTwD zYBmQNfv`7o{ObQ^_3HZnsAL2UPkUHas|Jmp@jhYt3E9X}mtxkI8Dcre)RJV1UoR!E z8aBH8Mi?yhDTda(onD(k>L6eXf=XJo!Zp)e!qFsV=&`Stj8-aEe`~l95w#(ggF=<2 zGnOUn?S7-KOVVgm6oJ*jW%V<{U#p@Tm`uU&mUj*&oO-o^0H`OD-PDjZpiWEfR0|Y; zqNLt!BpvRebr2ui|9-~Q5!pM6nK&&8gf>53k{s~g+5)?^qEiI3D=h*bCp%+yJb+Lc zOEzE@5nQj^(P0VcwS7a=zxcZoQRqbswH&NiXB%_HA0H*_NHO!2CZm}ty`lmBM76|P zfF<#cbZJa&B~>e!#t=c+Cce!_XFO|&n3qN$5ysJPp*#(pN2*)`WED?j9@D{RsxGug zyw__xrqnG_K8urHcn)o4EQRINFU)XR(09dtqG_p@fkZQANu_FJx0`=DOQg>d>0RDq(N*xq^>_g!EWZoW zZyR6MVh(%UBERI{)dW-1sFbIY$_z#mSNj2NG+H>#KvM#Z*b+c5%kV0A4m_#5apoktGmFp6=}J&1 zV-$SWI27NxOs|m5xtlh*yHDBA$zPVZa*C5D`wW(=zf`0GVs`*Wc@8oB!Kepw23?L2 z_#Us6eOu?*4m}eB|G*HYI}~qz@a7NhKXIR_u$pH7)*xAPKwcKDL^`w=hBJAfbPJ2K zmW5O=GAl!kFxSf*JuW{>4w!sUavpGE(9bJ-C*Ku5Wh(c;PSF>9OHAhz9xwB04^qbv zSosg}an6CKcdpV#_lUPT1a6sj5*L$+VCHkOl$~g_=F%mG!pRp6viw=M5|4|_Fzj#h z{8!+8#fyTehuRb0KQ3+{v$-#58{PuyIqvzm08=$-jGs%#1mX9NnU<4M4aK==ih}}WxsQt!el0c4Yp8Kz};w4O33cpKB zVOC%{!l!GpBjf8?3^wqu`lid5wz)B^PIcbT_KiFaFG#ccxuc{APJ;-DMSss&!cUN& z8nIe{hiavKY`kh>g~Rk|qm2o^r^FNzF2WjpDH@0woVfmELb3R36gOvalAI-9==S?b za5HCJ%510~;jS)5dwz-9;9MpclrxovmpU(_o_Sd+8MwBX6j~u;?s2MEC<3rv~E4D)H z(`?oid$U&!h_j^w%h;~`Ayb`~v`(+ECt-{g$M>{DbQ&>oY4^+}#_ zmE`59bTR7n!8nXiyfOtZ-ZUKb4wBwSN32!)AdNU5ia1-BE{1yznI^=B2!juXpm|gp zK}NIO4O{bH9;pgZZuY((&Dw$VhP8EggAJx!3jpOx18389*>th1yYUlVk9RfTy*>uSNAS4!3RphtT689Mct0agA@YF3NsqB8nZuvci`I(F3^bU%oq+cA*Hdoj zr`EcRx=2YGgQ}o5#9Gbq8jVS*(B@glzLoUF3Q23FcYV(LR(U49LXeD(-+;iFm~D@^oiR ziONQM4uDgY&DG;-XV96NyP)wNHn{QrN|AS>$e|0vK-;@Je4qXbGM}J>|6g8K`V|3G z7OUxHjloL*h#Ac)4YZ!IXuKfHkkvbz;0Riwp9*G)gi2?Z=pUohPb7FrIW>T(;_k74 zmqy#cMj=&ihvDrBA|ooXa?ENA`;A?Bn;~9;MC|A;z5l%{l2vH9p;?c<_oB~^=ln*Z z>5ZMRIPC`)8Cn03i{;PdUdKQgLlObKJmxR-PkK;N!u()-mm}w^KLG*Aupzc#*@YFN zyMd3oNwhM`L^l3nkLu2Rc?>x_j=7;PqnSs1H>~v?mkW|TBsS1}xrtsow4<2pEt0FH zd{`*PanFI&$aglb;mBEMGiJz63ZM0Kjix{S#+Dx;r$aCh(`inf~t`I;q(*dR^Fr1b5lJxyFRv3x*#z z_vEn~4w&#m|Gqdop!ELX-P`ckahpy@Iqe=3nVhHysip2qXmB{B=-J!ybtfUiYv2C! zDQ^WxzIasVU!2`puMUscfKi<%zAy;*sU|&Sd`45rGeIf85iu48`uf0T#n?I~;?yhs z`i*$qlmA#n$-`LkLnXUSj#4aU_Kh!w-Q!&E!`%hv{>`vH*j0)PdJ?l9iK1n&$*8Fl zIB|ox9suAhBT0o0?*r(z<13B&h=WJ*m~kDKur`vISOO3Qx?HA$E{RryjGm+_a~FAa zp#rt#N*l2t2frgez4wLTk4vxg)|_&35ZbKxJZ5@ayv|0^BY7n;EbU*~yh?Bo>mS39 z2SxTHew8m22&Zy`hLdzVSKZ$o`;8rZfYnON zDwt{`l5^f=RWJu~uMk8eR@C+{bQ2|s8k**0GW?NdDkGWCd*6de%psY+W;wj&C&KjP z9pwm3l5nNehhr);&r?x#TD4u;Rf4+xm#I5*3#WE0P0C9*$R=?Xr-Z@Zk-kD}@OCr< z@*TV1pLzKS<6TbMAX<&=T>1#>`iZO5cKRh*zt&GI_S!?BWwC{RsDVs}!F0P!NzIEQ z#wubLU3-@ADDP2Q!6ySDWo_KF%M^Byp?iIuBb0UfRqV+ds-ux4+$K97OVQ;>eQocS2G-2}IWs?^nGKe7DyGXQ9>8v{@B%h#=W7=>?WTL);-y|Qse!H_&dXcn>JW~u+ zj+LdIm#!B_x0LlaYRiXeu}B~*lMbKC*tBY78`0MA*81i7x&b|g3^&sQ!7uqy!6_6` zr0laIshyKcu;p0cM41fblw|QO8ELVVUhihuZ)z}2u<*7c*)x~K)l4LSM|5KlH11~+ z`|??Z?QB@fc!}jNjaS2vdhL#M8q9h8ut)A~tP;{ZLEL zR-a6-CPTIlFq4~1eIQUTBiAj__gOj~RcO*3d5MK^r9&%G_GfSwoG?Ojt(=z`j7(0m zAFT0)1pc4E^?91giPL?zIxYtVadXD|DpXN^0?e{n57aVqaQ=|al~SY#9HB`)It?U@ zA@)FqGIMLOmVAZG&GIUuTRJ%YSOX+Tw4!*Zdu5Fu>1gE@*wlv~DM!LxKt{g6$=qriulY@B z9u?~c|Axgy)TV(mACE79d>;payX1YhJ%*>X^Dj6t&da)0D?FRI-8cvg79_t?a^RRl z*>jb@FOc~v&W|oC*gTrDo{!xuPf=X}nJn~1+HC~0LYpvkH(~Q4=s)L@-X>pR4XIVO zVk9SFg#NuUxFrJ;c4tGIF-Mi*yxvGHrQq;k47Pd*zg$d)l>2;Su{GVCx-K0lpA<^b zbVyU4T=J|wf-lDxfB^9Q9S!1O*#8;pI`FtPyRb{CdV~MTl23(NIK@r|v@oqtU;CSwrWF7Vb`_Rs#hd!J?Pi)@7LS{}~?WHYa@#*fv zVRo$uy$e|eitRm9Tz+cl>`&a;VX_~}habv{Hw>Mx7jN~B`9#@7xkIBJRuF^OC@(mC zwkrWA@DXoiNqwQ+{L=GbiWt(GCWC6`)xf`U{0 z-`DMZyMv@*B@6S|bIZ#HTl&ENt%bIN$_or^%W?~bh{lgJpVFhN-%UCK(b)RYYW^n| z>ne^AXhVajbDN2AZ#RyUSup5O5=rQvGFxR5gFvj(h1YnIC8O+Tid}I`kuFJ&(*f8p zp24?(eNxP!;S!#w++T6+1x=iSxDWP#(4cJcc}27Wp6iC#DVcuuIz+K<9q7>&|F`bG{JdH<`& zk3%e?O%TBC7Sdur(eai#j^}2kJKGn%i9e_OntvT7&vvJWgm(fOAB?8pEmf8X4dN`I zl6U4b9VW1km&aTf{rbzh(n^wC4bbr(VS@5alrw*U=AZOA~u%eU4?oy^I zZM`->mD_J8ACh`FJ|kuY!Xp6y8`El>tln#>nE}sl&J~8O&~&68@*~}YKEo}08WhWW zlAT*34MEU+?t03;$Ss(yW#=J&xItd(xo8^K%Go!y@7uxG-G=#aXjBnd` z;_^Kea?x7A)WYN*(O@X1_iTzAq2sN#Bcr3KxM26J^!D`cXV8u_oC(w5J#Y;31MUKSL~ul#mNHrX#}4ZN?!9rxDF{uf&v(ok!5ta} ziLY4)qHAZWpy^UgQ##Q^Wsu5$X+I1qb3Wt~dA>IEKoW4gZv>{5V0|*}ND832v+h+MDQX zamZc^ex*p)2WCLQ_x4)_e|x-mpfN&JIEBXxNJnlnS5QtbBsv0#62W(5785kXqf58R}lwRg3ouWdqK#_sfYLzfw75p;c-nFxXq3{HWK9cnME6WiEqVXDq+X0U50wpmI&ea(=lJb*RQ^CTOAAPs*gV5;G@LJ-jkUwlorvY9CNF1_fO58jF1x6JMyStZS_>h7~^K+Klz+gK(82T?r+^uT!L@2 zlcX-!7KY8=hCx0z4FB3QlF#2PIZzILDD7l>xQ#yOxVwI}$-pzyfGG`z8I$#fm+r+( zV)1*UCAE#wLCpFuOBsKJ2Hj12lTZPHxId4M- z7V!~{U(PRI2)LL-R4-Rcp#*pWNQZHWy2DB3#{e||N5KP)KUoGPRec^&>-m^Molx!) z>V8BD*H`z0fX^_V)(Jh#AShNZ3x1^F;O_*caYURxiIzfXO;57|TbWa@BkN`ET#=mBb8OtXm3j_V+qNXLPE|)fi*J6S#m45@I6}m7 zgS89N@hO%q5CyqE)L%)3=>GH}Sh0L;%Zv3f-a3EqJxt>)4_hYNH|7-Mm{oZCgD-y6 zl%>?xKh2-8EZ2bnLx6ArdxWDDa9=IssHNIqfl(-9jstQ$)-J8=2he(Cr(xeM4Oia#0fFp{PjRn||g^ zD3=N=H-^KkT$n9*n?KWw5N;llfrVtw< z#{*3qbu=w6@)#K)yWJ9hJmQ+dN-W`mMzivxWCY}To^Uv_IqX(LYkaxczZe0`{lS7OB|j(i5taWb(2I<@9_e~W{up* z*<5y(F>O8bipi76?pMre$pUR4)q!KmAj8Da;*+QpDn#p)F&yw}hz=br5!>jmP8TKYU^NC6_G zP888cdLRSuxYi+pY40DGTRYRbyE=^^tRL*5W)`8GlE++GiCJBsLDDRfXgJy)IorC>RPmHeOQI12 z?508kEzoxkos@Y+nDX%TOw;5;d)MG3O{HgrK|WOAfOr~r&9GUpJ0A@b&F(O{l|gWA z4mla1q@{OLu&!Ea6)J@VeY;zp5PL4GDdmbeI5qf;6eK)<3qEA%7Hx2M-M#j}{HR4(Z3Vz_4fVhU7!o@FolYx_=4Zu5R z4PV|;Y0$NO zbjD4`$jbrMMq_sMk^toH@iBA$Ajti^q@@N(cy=t*DSLsqW3Ql7%ZVx{^}_5t9k=YK z*>wdlcPx&$4B0}eO9&jAXE=6ef>}($Bdi6O++YCP=P~o;#q#H8M;d7b0{8-EmH)fq z6vWzUU*RVr=@%yE;e}3A13Q7qx~x;WuvF%TmS5w4*MK>=;7!gp1G zp=;;f;lgNAVZ71s4#j)!ivQN3FhuXYjgZRQlS(|8wpQxu$Oj9-T4{TArBbo4TRg*fWBW>Op$vElty!r=(HESlVj=}Qcg(J zb+w;^>19;*oiGz`IIb945K2hpr? zO<0OjJuXR2S45^;Ul2Z^!r$ktW2Q`RSlKOft-1axb4m*q%T`;r=^R!AAj{#muf=hk z)N+A0M^pPw6p4LBM|txtj)%q$7vC@tvt@9P;SwAUOhkmAh4cEFbN3D;zb{B?1BPn~b5;?yFVPiE4(%>NRa`*fx CP3_Q;xxM6QWUEtHAc{J;VY|&EoUSC;nl#3{>p2^3129BCb8!8F6?- zkA*QAWCsKBV{he3yv;Plz#Q#{{ldcxxxDl+5Eqh z3?u$T>%nBzGy@uZ9L*$v`T7amusKJ8!fdef0%Oo@{Erq_{2iZxd6&?&d!=$2K0+^Y z4x%Sf)}FW?q(0I!?(hqllnj@#vmEBKq_rrV>BHG$UGW2p!Tl!=G}{W0=%0SWrt@|Z ztxTKzLtl|4o*+F@1@y9(+3@4Sb4>UX-o$YSKTRL90CO-9B@ylCM|^I{@lNi30hymX z3#cW>@dSiC7w_NEIYS{&p-KdnOg98luSqtma>zcNkS`ecs6E$2%0GTzaQWZRB za5TG@g62Wt&7|d&y!6mbRmRcqJ^{aB1gz7c z-vO#j(x6MFWkQeX5^Lklq~synv&5rdj9p}qH1#KVjW^EWlcKc+dtHY}pX3mzE~*h_ zxB~=M-!wg3s8CDpmm;Wa9tqFw{DkynTk1k&09wnZuC@Q-Rf$Vd`{Zdchv C+W{#6 literal 512 zcmV+b0{{Iqa{mOf=l|874P*b)AR~i_53VVyN;i2yL} zczrf7yJEZJjx<}5aKwS}T=mtlW|i`W(!=Rki+@GKO9nv@s|W{~X$wOpr{nfh=1LU- z@&qS=^H`0AhnEX#U!zT#lB}H)`L*%&0rpQhDO(-wuK~kEL%;wh{sveS=>k8$P$6&s z)MI5(D+Nv<6+jRtb5jN@FP2)0 Date: Tue, 2 Jun 2026 00:28:00 +0800 Subject: [PATCH 10/10] revert .gitignore and clean.py to upstream state (keep CMS as submission artifact) --- .gitignore | 4 - submission/clean.py | 936 +------------------------------------------- 2 files changed, 6 insertions(+), 934 deletions(-) diff --git a/.gitignore b/.gitignore index 9e1775c..c9a03a4 100644 --- a/.gitignore +++ b/.gitignore @@ -22,7 +22,3 @@ admin/opentofu/.terraform.tfstate.lock.info admin/opentofu/generated/ admin/opentofu/terraform.tfstate* admin/opentofu/terraform.tfvars - -# Workshop -submission/clean.py -team_private_key.pem diff --git a/submission/clean.py b/submission/clean.py index 0475369..b1a07f9 100644 --- a/submission/clean.py +++ b/submission/clean.py @@ -1,4 +1,4 @@ -from __future__ import annotations +from __future__ import annotations import argparse import re @@ -33,935 +33,10 @@ def parse_args() -> argparse.Namespace: return parser.parse_args() -OPERATOR_ALIASES = { - 'CTB': 'CTB', 'citybus': 'CTB', 'CityBus': 'CTB', 'citybus_ctb': 'CTB', - 'ctb': 'CTB', 'cb': 'CTB', - 'KMB': 'KMB', 'K.M.B.': 'KMB', 'K.M.B': 'KMB', 'k.m.b': 'KMB', - 'Kowloon Motor Bus': 'KMB', 'kowloon': 'KMB', 'kmb': 'KMB', - 'HKKF': 'HKKF', 'HK Ferry': 'HKKF', 'Hong Kong Ferry': 'HKKF', - 'hkkf': 'HKKF', 'ferryhk': 'HKKF', - 'kmb_ctb': 'KMB', -} -TRANSPORT_TYPES = {'bus', 'tram', 'ferry'} -TRANSPORT_DETAILS = { - 'local', 'express', 'airport', 'night', 'crossharbour', - 'cross-harbour', 'crossharb', 'xhbr', 'XHBR', -} -SERVICE_LEVELS = {'standard', 'premium', 'std', 'prem', 'exp', 'express'} -MODES = {'local', 'express', 'exp', 'standard', 'premium', 'prem'} - -def normalize_operator(op: str) -> str: - op = op.strip() - for alias, canonical in OPERATOR_ALIASES.items(): - if op.lower() == alias.lower(): - return canonical - return op - -KNOWN_TOKENS = { - 'bus': ('type', 'bus'), 'tram': ('type', 'tram'), 'ferry': ('type', 'ferry'), - 'local': ('detail', 'local'), 'loc': ('detail', 'local'), - 'express': ('detail', 'express'), 'exp': ('detail', 'express'), - 'airport': ('detail', 'airport'), 'apt': ('detail', 'airport'), - 'night': ('detail', 'night'), 'ngt': ('detail', 'night'), - 'crossharbour': ('detail', 'crossharbour'), 'crossharb': ('detail', 'crossharbour'), - 'cross-harbour': ('detail', 'crossharbour'), 'xhbr': ('detail', 'xhbr'), - 'standard': ('service', 'standard'), 'std': ('service', 'standard'), - 'premium': ('service', 'premium'), 'prem': ('service', 'premium'), - 'MISS': ('ignore', None), -} - -OPERATOR_TOKENS = {'ctb', 'kmb', 'hkkf', 'citybus', 'cb', 'kmb_ctb', 'citybus_ctb', 'ferryhk'} - -MULTI_WORD_OPERATORS = [ - ('kowloon motor bus', 'KMB'), ('kowloonmotor bus', 'KMB'), - ('hong kong ferry', 'HKKF'), ('hongkong ferry', 'HKKF'), - ('hk ferry', 'HKKF'), -] - - -def _match_multi_word_op(tokens: list[str], start: int) -> tuple[str | None, int]: - """Check if tokens starting at start form a multi-word operator.""" - phrase = ' '.join(t.lower() for t in tokens[start:]) - for op_phrase, canonical in MULTI_WORD_OPERATORS: - if phrase.startswith(op_phrase): - n_words = len(op_phrase.split()) - return canonical, start + n_words - # Also try single-word operator match - if start < len(tokens): - cat, val = _categorize_token(tokens[start]) - if val and cat == 'operator': - return val, start + 1 - tl = tokens[start].lower().strip('-') - if tl in OPERATOR_TOKENS: - return normalize_operator(tl), start + 1 - return None, start - - -def _categorize_token(tok: str) -> tuple[str, str | None]: - tl = tok.lower().strip('-') - cat = KNOWN_TOKENS.get(tl) - if cat: - return cat - op = normalize_operator(tok) - if op != tok: - return 'operator', op - if tl in OPERATOR_TOKENS: - return 'operator', normalize_operator(tl) - if 'MISS' in tl: - return 'ignore', None - return None, None - - -def _parse_parts(tokens: list[str]) -> dict: - result = {'transport_type': None, 'transport_detail': None, - 'mode': None, 'service_level': None, 'operator': None} - - # Try to handle multi-word operators by scanning from right - op_val = None - op_consumed = 0 - for i in range(len(tokens) - 1, -1, -1): - op_candidate, next_idx = _match_multi_word_op(tokens, i) - if op_candidate: - op_val = op_candidate - op_consumed = len(tokens) - i - break - - type_v = detail_v = mode_v = service_v = None - remaining = tokens[:len(tokens) - op_consumed] if op_consumed else list(tokens) - - # Categorize remaining tokens - for p in remaining: - cat, val = _categorize_token(p) - if cat == 'type': - type_v = val - elif cat == 'detail': - detail_v = val - elif cat == 'service': - service_v = val - elif cat == 'mode': - mode_v = val - - # If multiple detail tokens, first is transport_detail, last is mode - detail_tokens = [t for t in remaining if _categorize_token(t)[0] == 'detail'] - if len(detail_tokens) >= 2: - detail_v = _categorize_token(detail_tokens[0])[1] - mode_v = _categorize_token(detail_tokens[-1])[1] - elif detail_tokens: - dv = _categorize_token(detail_tokens[0])[1] - detail_v = dv - if mode_v is None: - mode_v = dv - - # Service from remaining - if service_v is None: - for p in remaining: - if p.lower() in {'standard', 'premium', 'std', 'prem'}: - service_v = p.lower() - break - - # If only 3 remaining tokens and unknown middle, try positional heuristics - unk = [p for p in remaining if _categorize_token(p)[0] is None] - if type_v and op_val and len(remaining) == 2: - # type + one other → that other could be detail/mode - if detail_v is None and mode_v is None: - detail_v = remaining[1].lower() - mode_v = remaining[1].lower() - elif type_v and len(remaining) >= 3: - # positional: [type] [detail/mode] [service] ... - for idx, p in enumerate(remaining): - if idx == 1 and detail_v is None and mode_v is None: - detail_v = p.lower() - mode_v = p.lower() - elif idx >= 1 and service_v is None and p.lower() in {'standard', 'premium'}: - service_v = p.lower() - - result['transport_type'] = type_v - result['transport_detail'] = detail_v - result['mode'] = mode_v or detail_v - result['service_level'] = service_v - result['operator'] = op_val - - # If operator still missing, try last of remaining - if result['operator'] is None and remaining: - last = remaining[-1] - cap, val = _categorize_token(last) - if val and cap == 'operator': - result['operator'] = val - elif re.match(r'^[A-Za-z. ()/]+$', last): - result['operator'] = normalize_operator(last) - - return result - - -def _preprocess(val: str) -> str: - val = re.sub(r';backup=[^;]*', '', val) - val = re.sub(r':v\d+', '', val) - val = re.sub(r'(?:;tag=\w+|_tag=\w+|&tag=\w+)', '', val) - val = val.replace('%20', ' ').replace('%2520', ' ') - val = val.strip() - if not val: - return '' - - # Special single-word values - if val.lower() in {'staff_shuttle', 'maintenance_shift', 'admin_move', 'test_run'}: - return val.lower() - - # Bracket format - only if 2+ simple bracket groups - m_bracket = re.findall(r'\[([A-Za-z0-9. /_-]+)\]', val) - if len(m_bracket) >= 2: - return ' '.join(m_bracket) - - # Strip legacy[...] wrapper and extract content - m_legacy = re.search(r'\blegacy\[([^\]]+)\]', val) - if m_legacy: - val = m_legacy.group(1) - - # Handle vendor(kind=...,mode=...,tier=...,op=...) - extract parenthesized content - m_vendor = re.search(r'vendor\s*\(([^)]+)\)', val, re.I) - if m_vendor: - val = m_vendor.group(1) - - # Strip remaining parenthetical suffixes (src=endcap)(batch=L2) - val = re.sub(r'\([^)]*\)', '', val) - - # Strip UNK:: prefix - val = re.sub(r'\bUNK::', '', val) - - # Strip meta[N]: or meta[N]_ - val = re.sub(r'\bmeta\d+[:_]', '', val) - - # Strip meta[route=N;value=...;flag=X] patterns - val = re.sub(r'\bmeta\[route=\d+;value=', '', val) - val = re.sub(r';flag=\w+\]', '', val) - - # Strip any remaining ] after extracting content - val = re.sub(r'\]\s*$', '', val) - - # Extract bracket content: [tram][run=loc][tier=std] -> tram;run=loc;tier=std - m_bracket = re.findall(r'\[([^\[\]]+)\]', val) - if m_bracket: - val = ';'.join(m_bracket) - - # Replace :: with spaces (colon-separated format) - val = val.replace('::', ' ') - - # Split dots between lowercase letters (compound tokens like bus.loc.std.kowloon) - val = re.sub(r'(?<=[a-z])\.(?=[a-z])', ' ', val) - - # Normalize commas to semicolons for key=value parsing - val = val.replace(',', ';') - - # Strip op=, svc=, op:, svc: prefixes (including nested) - while re.match(r'^(?:op[=:]|svc[=:])', val): - val = re.sub(r'^(?:op[=:]|svc[=:])', '', val) - - # Strip duplicated suffix (_op=... or _ferry etc) - val = re.sub(r'_(?:op|svc|meta)[=:].*', '', val) - - return val.strip() - - -def _to_tokens(val: str) -> list[str]: - val = val.replace('__', ' ').replace('|', ' ').replace('/', ' ') - val = val.replace(';', ' ').replace(',', ' ') - val = val.replace('_', ' ') - val = re.sub(r'(?<=[a-z])-(?=[a-z])', ' ', val) - val = re.sub(r'[^A-Za-z0-9. _-]+', ' ', val) - val = re.sub(r'\s+', ' ', val).strip() - - tokens = [] - for t in val.split(): - t = t.strip('-.').strip() - if not t: - continue - tokens.append(t) - return tokens - - -def _split_concatenated(tokens: list[str]) -> list[str]: - """Try to split tokens that are concatenated without separators.""" - result = [] - for token in tokens: - tl = token.lower() - if tl in {'staff_shuttle', 'maintenance_shift', 'admin_move', 'test_run'}: - result.append(token) - continue - if _categorize_token(token)[0] is not None: - result.append(token) - continue - if len(token) <= 4: - result.append(token) - continue - # Try left-to-right greedy matching - sub_tokens = [] - remaining = tl - while remaining: - matched = False - for end in range(len(remaining), 0, -1): - prefix = remaining[:end] - cat = KNOWN_TOKENS.get(prefix) - if cat or prefix in OPERATOR_TOKENS: - sub_tokens.append(remaining[:end]) - remaining = remaining[end:] - matched = True - break - if not matched: - sub_tokens.append(remaining) - break - result.extend(sub_tokens) - return result - - -def _dedupe_consecutive(tokens: list[str]) -> list[str]: - result = [] - for t in tokens: - if result and t.lower() == result[-1].lower(): - continue - result.append(t) - return result - - -def parse_encoded_transport(val: str) -> dict: - result = { - 'transport_type': None, 'transport_detail': None, - 'mode': None, 'service_level': None, 'operator': None, - } - if pd.isna(val) or not val: - return result - cleaned = _preprocess(str(val)) - if not cleaned: - return result - - specials = {'staff_shuttle', 'maintenance_shift', 'admin_move', 'test_run'} - if cleaned.lower() in specials: - result['transport_type'] = cleaned.lower() - result['operator'] = cleaned.lower() - return result - - # Try structured key=value formats - pairs = re.findall(r'(\w+)\s*=\s*([^;|&,]+)', cleaned) - if pairs: - d = dict(pairs) - kv_keys = [k.lower() for k in d.keys()] - if any(k in kv_keys for k in ('type', 'operator', 'op', 'svc', 'tier', 'service', 'mode', 'kind', 'run')): - # Populate transport_detail from run/mode if available - run_val = d.get('run', '').lower() - if run_val and run_val not in ('?', '', 'missing', 'loc', 'exp'): - det_cat = KNOWN_TOKENS.get(run_val) - if det_cat and det_cat[0] == 'detail': - result['transport_detail'] = det_cat[1] - elif result['transport_detail'] is None: - result['transport_detail'] = run_val - - if 'operator' in d: - result['operator'] = normalize_operator(d['operator']) if d['operator'].lower() not in ('unknown', '?', '') else None - elif 'op' in d: - result['operator'] = normalize_operator(d['op']) if d['op'].lower() not in ('unknown', '?', '') else None - svc_raw = d.get('service', d.get('tier', '')) - svc_val = svc_raw.lower() if svc_raw.lower() not in ('?', '', 'missing') else '' - svc_cat = KNOWN_TOKENS.get(svc_val) - if svc_cat and svc_cat[0] == 'service': - svc_val = svc_cat[1] - result['service_level'] = svc_val - mode_raw = d.get('mode', d.get('run', '')) - mode_val = mode_raw.lower() if mode_raw.lower() not in ('?', '', 'missing') else '' - if mode_val in ('loc',): - mode_val = 'local' - elif mode_val in ('exp',): - mode_val = 'express' - det_cat = KNOWN_TOKENS.get(mode_val) - if det_cat and det_cat[0] == 'detail': - mode_val = det_cat[1] - result['mode'] = mode_val - # For kind=, prefer first occurrence (not 'alt' placeholder) - raw_type = d.get('type', d.get('svc', '')) - if not raw_type or raw_type in ('', '?'): - raw_type = d.get('kind', '') - if raw_type in ('alt', ''): - # Try to find first kind value that's not 'alt' from original pairs - for k, v in pairs: - if k.lower() == 'kind' and v not in ('alt', ''): - raw_type = v - break - if raw_type and raw_type not in ('alt', '', '?'): - tp = raw_type.split('-', 1) - result['transport_type'] = tp[0].lower() - if len(tp) > 1: - result['transport_detail'] = tp[1].lower() - # If no type from kv pairs, check non-kv tokens in cleaned - if result['transport_type'] is None: - non_kv = re.sub(r'\w+\s*=\s*[^;|&]+', '', cleaned) - non_kv_tokens = _to_tokens(non_kv) - for tok in non_kv_tokens: - cat, val = _categorize_token(tok) - if cat == 'type': - result['transport_type'] = val - break - if cat == 'detail' and result['transport_detail'] is None: - result['transport_detail'] = val - if result['mode'] is None: - result['mode'] = val - return result - - tokens = _to_tokens(cleaned) - - # Try to split concatenated tokens - if len(tokens) <= 3: - split_tokens = _split_concatenated(tokens) - if len(split_tokens) > len(tokens): - tokens = split_tokens - - # Handle multi-word operators by re-parsing remaining - op_val = None - for i in range(len(tokens) - 1, -1, -1): - op_candidate, _ = _match_multi_word_op(tokens, i) - if op_candidate: - op_val = op_candidate - break - - # If op found from right, remove those tokens - op_consumed = 0 - if op_val: - for i in range(len(tokens) - 1, -1, -1): - op_candidate, _ = _match_multi_word_op(tokens, i) - if op_candidate: - op_consumed = len(tokens) - i - break - - if op_consumed: - handlers = tokens[:len(tokens) - op_consumed] - else: - handlers = list(tokens) - - result['operator'] = op_val - - # Now classify handler tokens - type_v = detail_v = mode_v = service_v = None - for p in handlers: - cat, val_cat = _categorize_token(p) - if cat == 'type' and type_v is None: - type_v = val_cat - elif cat == 'detail': - if detail_v is None: - detail_v = val_cat - else: - mode_v = val_cat - elif cat == 'mode': - mode_v = val_cat - elif cat == 'service': - service_v = val_cat - - # Positional heuristics for ambiguous cases - if len(handlers) >= 2 and type_v is None: - first_cat = _categorize_token(handlers[0]) - if first_cat[0] is None: - type_v = handlers[0].lower() - - if type_v and op_val is None and handlers: - last = handlers[-1] - cat_op = _categorize_token(last) - if cat_op[0] == 'operator': - result['operator'] = cat_op[1] - elif result['operator'] is None: - result['operator'] = normalize_operator(last) - - if service_v is None: - for p in handlers: - if p.lower() in {'standard', 'premium', 'std', 'prem'}: - service_v = p.lower() - break - - if detail_v is None and mode_v is None: - for p in handlers: - if p.lower() in {'local', 'express', 'airport', 'night', - 'crossharbour', 'crossharb', 'xhbr'}: - detail_v = p.lower() - mode_v = p.lower() - break - - result['transport_type'] = type_v - result['transport_detail'] = detail_v - result['mode'] = mode_v or detail_v - result['service_level'] = service_v - - if result['operator'] is None: - for t in reversed(tokens): - if normalize_operator(t) != t: - result['operator'] = normalize_operator(t) - break - - return result - - -def _tokenize(val: str) -> list[str]: - """Convert a transport encoding string into a list of meaningful tokens.""" - val = re.sub(r';backup=[^;]*', '', val) - val = re.sub(r'(?:^|[;|])backup=[^;]*', '', val) - val = re.sub(r':v\d+', '', val) - val = re.sub(r'\([^)]*\)', '', val) - val = re.sub(r'(?:;tag=\w+|_tag=\w+)', '', val) - val = val.replace('%20', ' ').replace('%2520', ' ') - val = val.strip() - - # Special single-word values - if val.lower() in {'staff_shuttle', 'maintenance_shift', 'admin_move', 'test_run'}: - return [val.lower()] - - # Bracket format: [bus][local][standard][K.M.B.] - m_bracket = re.findall(r'\[([^\]]+)\]', val) - if m_bracket: - return m_bracket - - # Strip structured prefixes - for prefix in ['svc:', 'svc=', 'op=', 'op:', 'svc:svc:']: - if val.startswith(prefix): - val = val[len(prefix):] - break - - # Normalize all separators to space - val = re.sub(r'[|;/]', ' ', val) - val = val.replace('__', ' ').replace('_', ' ') - # Also replace hyphens with spaces (but watch for hyphenated operator names like K.M.B.) - val = re.sub(r'(? pd.DataFrame: - df = df.copy() - - # Normalise stations - STATION_PREFIXES = [ - 'O:', 'D:', 'src::', 'dst::', 'src-', 'dst-', 'from=', 'to=', - 'node::', 'station::', 'orig=UNK|', 'dest=UNK|', 'orig|', 'dest|', - ] - STATION_SUFFIXES = ['|OPS', '_v2', '::l2'] - - def _normalise_station(val, is_origin): - if pd.isna(val): - return val - s = str(val).strip() - if not s: - return s - - for prefix in STATION_PREFIXES: - if s.startswith(prefix): - s = s[len(prefix):] - break - - for suffix in STATION_SUFFIXES: - if s.endswith(suffix): - s = s[:-len(suffix)] - break - - s = s.replace('%2520', ' ').replace('%20', ' ') - - parts = re.split(r':+', s) - if len(parts) == 2 and parts[0] and parts[1]: - code = parts[0] if is_origin else parts[1] - elif len(parts) == 1: - code = parts[0] - else: - code = s - - if '|' in code: - code = code.split('|')[0] - - code = code.replace('.', '').replace('Station', '').replace('Stn', '').replace('STATION', '') - code = re.sub(r'\s+', ' ', code).strip() - - # Try direct lookup, then with underscores, then with spaces - for variant in [code, code.replace(' ', '_'), code.replace('_', ' ')]: - for key, val in STATION_MAPPING.items(): - if key.lower() == variant.lower(): - return val - return code - - df['origin_station'] = df['origin_station'].apply(lambda v: _normalise_station(v, is_origin=True)) - df['destination_station'] = df['destination_station'].apply(lambda v: _normalise_station(v, is_origin=False)) - - # Parse numeric columns - if 'fare_hkd' in df.columns: - df['fare_hkd'] = df['fare_hkd'].apply(parse_fare).astype(float) - if 'distance_km' in df.columns: - df['distance_km'] = df['distance_km'].apply(parse_distance).astype(float) - if 'scheduled_duration_min' in df.columns: - df['scheduled_duration_min'] = df['scheduled_duration_min'].apply(parse_duration).astype(float) - - # Normalise day_of_week - df['day_of_week'] = df['day_of_week'].str.capitalize() - - # Normalise weather_condition - df['weather_condition'] = df['weather_condition'].replace(WEATHER_NORM) - - # Normalise country_code - country_normed = [] - for v in df['country_code']: - if pd.isna(v): - country_normed.append(v) - else: - s = str(v).strip() - # Strip cc= prefix and |OPS suffix - s = re.sub(r'^cc=', '', s) - s = re.sub(r'\|OPS$', '', s) - country_normed.append(COUNTRY_MAP.get(s, s)) - df['country_code'] = country_normed - - if 'encoded_transport' in df.columns: - df['encoded_transport'] = df['encoded_transport'].fillna('') - - # Cross-column cleanup - def classify(val): - if pd.isna(val): - return None, None - if val in COUNTRY_RAW: - return 'country_code', COUNTRY_MAP.get(val, val) - if val in WEATHER_RAW: - return 'weather_condition', WEATHER_NORM.get(val, val) - if val in SERVICE_VALS: - return 'service_note', val - if val in SURVEY_VALS: - return 'survey_code', val - if val in OPS_VALS: - return 'ops_comment_code', val - return 'keep', val - - import numpy as np - new_wc = [] - new_cc = [] - new_sn = [] - new_sc = [] - new_ops = [] - - for _, row in df.iterrows(): - wc_dest, wc_clean = classify(row['weather_condition']) - cc_dest, cc_clean = classify(row['country_code']) - - cur_wc = np.nan - cur_cc = np.nan - cur_sn = row['service_note'] - cur_sc = row['survey_code'] - cur_ops = row['ops_comment_code'] - - for src_col, dest, clean_val in [ - ('weather_condition', wc_dest, wc_clean), - ('country_code', cc_dest, cc_clean), - ]: - if dest == 'weather_condition': - cur_wc = clean_val - elif dest == 'country_code': - cur_cc = clean_val - elif dest == 'service_note': - cur_sn = clean_val - elif dest == 'survey_code': - cur_sc = clean_val - elif dest == 'ops_comment_code': - cur_ops = f"{cur_ops} | {clean_val}" if pd.notna(cur_ops) else clean_val - elif dest == 'keep': - if src_col == 'weather_condition': - cur_wc = clean_val - else: - cur_cc = clean_val - - new_wc.append(cur_wc) - new_cc.append(cur_cc) - new_sn.append(cur_sn) - new_sc.append(cur_sc) - new_ops.append(cur_ops) - - df['weather_condition'] = new_wc - df['country_code'] = new_cc - df['service_note'] = new_sn - df['survey_code'] = new_sc - df['ops_comment_code'] = new_ops - - # Parse encoded_transport into feature columns - transport_parsed = df['encoded_transport'].apply(parse_encoded_transport) - for col in ['transport_type', 'transport_detail', 'mode', 'service_level', 'operator']: - df[col] = transport_parsed.apply(lambda x, c=col: x.get(c)) - - # Normalise district - map zone codes to canonical names, null non-real - DISTRICT_ZONE_MAP = { - 'CW': 'Central and Western', 'cw_core': 'Central and Western', - 'D-CW': 'Central and Western', 'LEG-CW': 'Central and Western', - 'EH': 'Eastern', 'east_harbour': 'Eastern', - 'D-EH': 'Eastern', 'LEG-EH': 'Eastern', - 'ST': 'Sha Tin', 'shatin_new': 'Sha Tin', - 'D-ST': 'Sha Tin', 'LEG-ST': 'Sha Tin', - 'TW': 'Tsuen Wan', 'tsw_sector': 'Tsuen Wan', - 'D-TW': 'Tsuen Wan', 'LEG-TW': 'Tsuen Wan', - 'WC': 'Wan Chai', 'wchai_zone': 'Wan Chai', - 'D-WC': 'Wan Chai', 'LEG-WC': 'Wan Chai', - 'YTM': 'Yau Tsim Mong', 'ytm_cluster': 'Yau Tsim Mong', - 'D-YTM': 'Yau Tsim Mong', 'LEG-YTM': 'Yau Tsim Mong', - } - NON_REAL_DISTRICTS = { - 'Audit', 'Operations', 'Internal', - 'Legacy', 'Legacy-Null', '??', - 'hold::mismatch', 'zone=UNK|OPS', - 'district::unknown', 'district::legacy', - } - REAL_DISTRICT_NAMES = {'Central and Western', 'Sha Tin', 'Yau Tsim Mong', - 'Wan Chai', 'Eastern', 'Tsuen Wan'} - - def _clean_district(val): - if pd.isna(val): - return None - s = str(val).strip() - s = re.sub(r'^(?:zone|region|hold)::', '', s) - s = re.sub(r'^zone=', '', s) - s = re.sub(r'^district::', '', s) - s = re.sub(r'\|OPS$', '', s) - if s in DISTRICT_ZONE_MAP: - return DISTRICT_ZONE_MAP[s] - if s in REAL_DISTRICT_NAMES: - return s - if s in NON_REAL_DISTRICTS: - return None - return None - - df['district'] = df['district'].apply(_clean_district) - - # Normalise route_label_variant - df['route_label_variant'] = ( - df['route_label_variant'] - .str.strip() - .str.upper() - .str.replace(r'[ _-]+', '-', regex=True) - ) - - # Fill NaN scheduled_duration_min with median by route - if 'scheduled_duration_min' in df.columns: - route_median = df.groupby('route_label_variant')['scheduled_duration_min'].transform('median') - df['scheduled_duration_min'] = df['scheduled_duration_min'].fillna(route_median) - - # Fill NaN fare_hkd with fare_hkd_rounded - if 'fare_hkd' in df.columns and 'fare_hkd_rounded' in df.columns: - df['fare_hkd'] = df['fare_hkd'].fillna(df['fare_hkd_rounded']) - - # Fill NaN distance_km with distance_m/1000 - if 'distance_km' in df.columns and 'distance_m' in df.columns: - df['distance_km'] = df['distance_km'].fillna(df['distance_m'] / 1000.0) - - # Fill NaN country_code with HK - if 'country_code' in df.columns: - df['country_code'] = df['country_code'].fillna('HK') - - # Deduplicate (test input also has duplicate record_ids) - df = df.drop_duplicates(subset='record_id', keep='first') - - # Impute outliers and zero values with column mean (same for train and test) - if 'fare_hkd' in df.columns: - good = (df['fare_hkd'] != 9000) & (df['fare_hkd'] != 0) & df['fare_hkd'].notna() - if good.any(): - mean_val = df.loc[good, 'fare_hkd'].mean() - mask = (df['fare_hkd'] == 9000) | (df['fare_hkd'] == 0) - df.loc[mask, 'fare_hkd'] = mean_val - if 'distance_km' in df.columns: - good = (df['distance_km'] <= 1000) & df['distance_km'].notna() - if good.any(): - mean_val = df.loc[good, 'distance_km'].mean() - df.loc[df['distance_km'] > 1000, 'distance_km'] = mean_val - if 'scheduled_duration_min' in df.columns: - good = (df['scheduled_duration_min'] <= 300) & (df['scheduled_duration_min'] != 0) & df['scheduled_duration_min'].notna() - if good.any(): - mean_val = df.loc[good, 'scheduled_duration_min'].mean() - mask = (df['scheduled_duration_min'] > 300) | (df['scheduled_duration_min'] == 0) - df.loc[mask, 'scheduled_duration_min'] = mean_val - - return df +# +# +# # End of your code @@ -969,7 +44,8 @@ def main() -> None: args = parse_args() train = pd.read_csv(args.train_input) # Start input your code - cleaned_train = _clean_frame(train) + # + # # # End of your code Path(args.train_output).parent.mkdir(parents=True, exist_ok=True)