From 8fa916d3e412986fafadb9b523ffb198efa40e9c Mon Sep 17 00:00:00 2001 From: bassam al-kindy Date: Tue, 3 Dec 2013 14:03:43 +0100 Subject: [PATCH] update memory usage --- NCBI_mem.png | Bin 0 -> 115735 bytes annotated.tex | 21 ++++++++++++++++----- dogma_mem.png | Bin 0 -> 31075 bytes 3 files changed, 16 insertions(+), 5 deletions(-) create mode 100644 NCBI_mem.png create mode 100644 dogma_mem.png diff --git a/NCBI_mem.png b/NCBI_mem.png new file mode 100644 index 0000000000000000000000000000000000000000..9441d1d9786f49f7e128bc2e3fb3e92687715fc7 GIT binary patch literal 115735 zcmb5VWl$Z#_cnNe;1_obgy0hF;!bdaJHdjxy99T4zqq>xcL?t8?#{(!^OxW5et4_4 zwyI~Q`b?khQ{B_m&pGFrFaL85J)j(w zBt!sJ6U4{=Du{NHnvMVfGS+`xP=NHzf6W2#PExXB@asSr6acwd7&{^WKn9Q!6;^Ru zIa_yiB3^W6zIrLTu)0J(%L_33)D3;V!Alu_GOxxkL|IEh-L$)uY|I@kV=&ZY@H07s zkg`na3>KSL7?VuW7a)Z$T8*p^Wo28hyzu}pglQ1B$E6qTb@Ti1NV2yn?P23=gSR@j zF9Z!n82!_=&u5XpW*{|nb)Q|LO-Tw&EK-k~VQRsTr%9Q33Moul8hO+z0$-R1ebE6qh(0iYNGJfhNOqth zF)ug+4bBkIogHgP@xGW&-<_q!V2<=}!Jr5~$jK0Pu%5nqhiq9H*m1v;Hhba@Hb13N z3p^!#8;!?~DfHdOuS_oX70>SOQxOWMR<;l^VTUf>Cb;XG9s4&{RpaT;{FPHd8&a>= z=X_H7_5u9Oi?0FGWv{@DlPwPVb0^91tWih0#AG zrX~em7-(Vr9|NghNpH%%c5`|8BPcL^tkXVi(UTOrzP+etdv>w0XlcY%!N9x?^N#J+ zsC;DG+O9uU3IYv6_<1+Wo;HaXURd&8dG%0_d``Yn%`Kg8La@A#b9r$FLz1Vg^>6|; z=9>%*#)Z%h&F7{k-)R1uw0z354os{&ZoHrIU`JD7^{t-w3xEiR0GF{Hgq z`^=d@R1j#ucq3l0qq|r6_3;!Z7CQfJ1FG7V20bdg4mvTMOU{&Ic^wQ)SuLG~7LkOK zjBIH1B*K@vH={N+)rgpRly}!$rlp(f@l7 zJW^mJiJl(gfq&o5@4oEL;(6`M=y}}_517=fJ5{sI5p&

V3RUkxu^nk@5TfDMbDK zRGdu$>9U&D&&W*85|mCEK&Bw%BZ3wWy+C#p6)A?!b>PEktP1t2qx!R1;BB@ttHo^N zO>3>F{nGp`r{c=Ww+8^-Sy1msMBtFc3Fy1dw7?Y<@ssHN-5= zCH@h#dw=7gGNdsbJ_8NrPx~<&PJcJ&j@W6*!So>SYfp|0BF!HmuWmAG0rc#Pwe@ z))MV75b;KxZ9sDU9=5EcX-!E%uV0){Y)m+v8Wey+l0%2T^`k@GmE<_KgNxVj_kc>h z+Nc3H1`rJmP1no%a%&zL^5FGcTSzZG4yRBM%S0SlV`^{m>v#}aZIoOJ8;1onGs`~J z_OXP!vdFX|z}wcF3spgb;p61w_Lo9j6e3r69rtEOx~wa3uHJ*g>v+sCE;0YNQGI((a>$Q_y(viGFdPX5VAow_np9+*^u_6|wVRZ`?sT%uBR=DQ z7r-{3AZoexja#(8&%(Ec$} zmIo~Y8nCVMO)E4=3gU zdW95$lczu)#_C;jq%Q!VhBT!?tt7*j5n5QlmvEeaI#d6p^HnIErg$gLjscuV5lK@S z5RG<=sQKyS-m$_q@E!k`l=PrsoQ8IyGV7o(O|T(5Pls^%{1i}burExKV&KF*U04b9 zO)5SR>TC488H6gJTZy3+{6`1Pls0_Y0=Ok5RBv;2_ddIiI(yS=fY&M@ACQYLT)sG> zg%W^{0x%G2Zz#4{^kiyx=T7XZbL!*ISR7APJ#xCiL~U}-qyed5Tf2ue-V9V1Ot~G6HOTVs{<%*CEXK)OeK& zXqj984Wqf6?y}(;L2#nV28Az!RIRAAnvsx@`KJ!u;zbKH&<3@yv8wbSIaZZIy0KfO zT=gtcXcBzuX}KJ+fM!yuj7e2Slupr)DDfdyGFk&Z!mxn^C20c78HW7n(>tvWI5Xp# zLy`I6uheD4Din^pK)Y2|ZsGFKS|bK3HgPPbD`-L)K9;S-#88RqMtWeVfxB8hJH8XN zJc|V@ZnQ)mrtO>pcJjX+Lotfayz@_!^B6YRU@9sy^?xwf^=3;K0-$URf$DEs=0-da z(&6J`S1Ua1q_FFXKbTo*>rjAUSBL{vcGd|9FwIS;n{SRmF*sgs=0w zch-`@Az1TzvHx@o0DdCVdbwcQ5Oiv9-myItvHIh_8h2o`iEucbBja`WVU7h@o~Q%5#fjSohw=KJp1eU(sarD za}|#y8oIcax2P(k-eX-EZJeRr(yg0WX;!!KQl3d&jUB~9HAA7@{aSlyw?5t27;UwBfbp-}*J=#pP)~b$vr2#S@(B^4DbRyz3!p!YDI07&D z@HadStb_`HDv`QUW&d2}b$gy)yeiT5Jrz2u&`j}oMpj;c&qpy%3{B&V&;9ssTlEEx zXPLX5%69x;gNbw=!`)(zs>~MmU@-t7R=9P=-s|In)1}KNw`-ZYG;#xEE_@sxCC}Gn z^ecA&8W2|$*ZRiP`R8G3IXb!kKrkvTUH6$0<%#C=Rv)h)bHPfxDO$(F$o+T7dP)cd z;_Y)}X^Z3H`o~dlj zeUBzE=QS{j*`n=F*4!bdHDUJ;V*`bC^wLb zNhlMXI^pM>;U<;|0*sLgPDN=GlnFLCk9K}_&XUa!r(q4gi$8;Xus~v%d@KxMmC?DMR?tw@^bp6NXE2vn=Q~d& z9lIv!iLg&2#nAZdCcj(at@NB?{fHx75!=G_!APXYO#Y ziN9=bm)TVDURW8^mR&qugma^3fUrziD;N`)m@y84M(I3}P%Ntd0z7 z0i&nN5))b6TKsv#M4B985-~&G+nvcp-{B`Ys)^S5lO#}yEiUpigI^;-xO+xipZ{pwE?9arXr5}Z&QeH| zuovrk9(NFKmMSJJpMU#BK}SGj&TlUq-j$LB)=K1+n4NVnn(SN;*|_u#{Km<-PJR?J zP*o29T;5D7Z!2^1Ir`s0?_bh&@Rr^O?~+Y={)2ml%Gks=(3r*E{=u9iv|>B%SW$Ly z_lQP6_my&TVATdx>e5aMuYFn^;uVIJ56*GlnEQ|MZ9*O$gPJj#z;X`&??3DR+M9G%#eP2wlEoS=77uE0l))@^SU>|C`@U^g!R zA&XZYW3%c0Zt-KtBn8(YF+M!JbRwc{!zAHX#LGp?aRv9>y!}ySfCLkY^Ru@F9Kyk<&0?yy(qCL#Q7Kt-tiE{)Dtw@Ub>S>m@WuIuJ<+M{ zc(S5frptZtKMhkH$Tn=TIz$3|1-+`C9&_o*P;~hlcK?Fkc$u~p6XR5Kw)Z6I1kU*1 zCouRWRxdq_lxPUdEcsN^5FT%)XMQXk(}>f6RvZi2w7YC4-g9( zM;k1y(}LV_Gqy-hEO{NaOO%@ujVi7+w1GlSf9@5|d)9d^gIBOn7b$e8Ld#N-^wvD3 zse}8Cm9cvgw}r;ND;7*9Xh;6aOv>cD;h*rfT>j0lwdo>*{5`&qg0Al06E%7qi^k%K zW38Mpm2Cp@uCEOt;3~`2QZw;Sid~mgHy?}0$~qP>X^=(X1!13`3p~2)Z?Eu=ODkn0 z{T#8kAjdeqSMBInHHwNbj=_rpK5)z}5Fa;K))ns;^VYG!!U(d?%&V+Arh5*tt+!Xv zlqUzVg zDn=qyL^1OU>}7qr>RH7x_HzF`S^09(T4D9e>1wXYTkzvuMq-M|a~*b52dqv9sAN0F zK?y}kK>=%KbX~27V_I8I*1CS2I|{DWm*;lgZcP3@MUD~V_vR6txt@7&;rrORE&fJY zv&XL+Yqj*Tv7mR!uk#+Yob7$}5|f;mD&iMB!Y}xGki0_Db?l0lLCogtQ7&dhqLi-X z2!8ENS*%V?uG~dQnB*il_4!b8eB5b?c1sicP9zL1hvTXCV6C@^X`)D!Vgog%}^69>r5_~_Zy`fyLHCiln1-rYfUUN2|X%3hrnHNG{ zHZ~p>t|iajvjwiNX1cN^W*K>-&%It+QrgeoIBv1?bGF?8=&NO$-Y@5_Ws~Et2YEvm z?+5GdPr*}1PaR2uFB9~pC3;T0NP@H01f?Hu7ru^fhA}>e5gAm+^-1NOGM>7R+ijjP zo%T-iN;*}h@ox(wMd*^CM_#REsE7kcJNKh&|OI!}`yk4LXBrl~)Mqh)O0y&jTX ze}9;`9ES2-j-I4_4{5TpKGA!yE&ts5kp@9+cI$jPYWslX_mo5IDPhpPizS)Jo{8?e zu14;~8;yq_1YRCTm@0laZeJv4`K-OKIr^*}x9^D|ca7GWOaQ}*BFJ?#?$d1FZ}W(= zsAe3l53{{1>#i4VRqN;=R>x=^M z3Obl;$9bCDdROn~wp*FT*gx%Wck&NxAPVo6y6nukNRR=K8NiAPK%te)URz|F~ZE_?X}^}@&y(2AMGdTyul>jQ7W%9US_~~nuYh&f>kEN*sPV1 z)7>8oi7xe05@eu+(ml6tLPV%fe0aU~*K+Uu9BfPbPypd03R;V2;cMY_#EdAh*0Q6F zO_GfZ4f=zx?PC?JpUrAKSu+RR3Fin<8uU07%laUbl|AeCxBW?}-nJZDEYX$~oE> zq<7#8SB*tehRk0a7FCI0E4uv=>(m(97iD?XsQ44k zzZJkE>$F~Un$9K{jyI@{X(l6Ln?c;^)yF-Z{|x<{=RWC3jZ7_LLfQJ#X#`0ph%hN! zZUiW+%N>(yxt5F&skGxW8(;uOIzlXe=0}wtTYg@uad));0uMkv9NS0xZDM>I(RWxz z$BRn=8j+MwbxE6HLxwC91F*SGZ(_VEYx1Z|(~{B(+mxNl%Q7)pBi70<(pd`i%f$3^ z+(vpeq4Z`gyKL^8=Qu->TN|kYJnz$ep6v;edd4*x3sM(ge7%QzTO?kKA5>%DJibBt z9oi&%<8ljTk0yqtBzUHL9eWy*?yD8*#e;r0qGsb%5?WPr&zUP1GrVVXt^esvY=ZW! zay!u}XO~{=+-!J}mtd*}WgY{Yi*61XQkx9ohQ0z2X6vNA%ST+CP^91iMvwrECkXAv z@PfwTu(EZyI-5I$9~pQ2rho+ytFFOfcwRJ|RDGvi#{1jZX~PWjOV0Uh(LO`EdScNm zjBk&Q#>GSnD@E1`Qgn21j*w?aHoc|^=sq)VJZAjrQm_FMWjJ3L+`A^f517nBM1k2( zl?UEEiIU9lQk$Nf1zQe1jg3flh5qufB|769IdPB%!E!1@tCjv}N>G`z?Dutq4AlE7`E2 zT^AWZn8PZ=`Fg&&w?V@6Q=N;_G9D3dQ*ZKZnQLglUEuznQjg{&_f9KV1lY%-C0q;x zK$;5toK`Evwv!~eSc-L?xT)QAu@Q7zT)a#Rko`4$Mqv3Ocj4Y*UDH{{%{-bR1geQ9 zV7tW~qjj-p0O&)o<)tPqE@CHK;a>g7_8cgbzWgsjp~j?x(=}$hMP6eQe_TIbmu<}I zaZkAW!G&|dw@QYJuyBlASC1uLq$eg+8rLIgYb`-DpHIlJM0BZ;fvNc8l%_T%Z#;ZS z1d?_683m$WOk}8_Db8H1j%|X6^e_AP^-KNe-?n--3274}Er_8XKW4*%6V_%W-Pevd z@Cs_zS}~)Knc8-{7d~l!mDB@6rm7MV$E77P;WsPJdfG4!Q&Ur>%%rS|XrFa_WFYKq z(JFoZbh0wun=)~$LkfcTVS7L)mBq+Pykvq$l^u($HP4cjjW~zj^o|bL?wW#c#B*0<*mC-PSJm=Vx{aD3# z-jd(8@@{nlXCrknGk(eR#pzkcE5!N9(=GKWd)RASXFnJ9dNp7x>K0!8d-rdV`Nx)O z2MAL*r}g!ibcR={ZhF1egmrZI)s8Hl0dBEVlY(H}_B?lX zE>k7T(cxoD$rTvbqeg-hE_z$&9g03ld@WtlzfICb{8Y)cbSY8sgN0U)3 zOytjb_%MKh*@lG*VGkFtVYyG(0r*kL^Xc5r&vYPc5uli2PWW}8E%Uef@E*e*3GJqU z|8M~ab|Fc`7_dCeIqX`B>L6TFgba!)qDGN)#9GcytF`tPEA!HYMXuIMGYR!hc;Yal z-R0aKNix@tp@g4vn-yeSGTOl& zen@4$LKp*cSLkZ1-@oI%-_}cj4+)UUeQ5$I3j)PO0I~ax4CAT&0$TQGQ(@Txjz>{v zc{ekqY{jZ$nhi$cV!6vMLy-uE`YJ}Or_O0=>211B6;S3`;%WqOhMl4D-2iEd<+|#V zt!>Wxd7TqPAT{>bl(drureb%RL&j{He+cfR>|K_}@p|_A`u*lXvRsyc`^i~ay$Pcx zYvq!^TQ_=isGmU6N$KX|mHa#tGXf0|A3Z3)E)_V4f*bN=!FxZzu(SoTi$twbYQsz^$#QhB8-t$POZaDPJ^6;at^wR*_ z3b&qShyHYm$+b9Gs!%i&DXL+<0bIQTnVDoF7WfDv^)`P4{p9d^JV0C|?HlQCX)5!s zwi0wKD(zxQjHl5`!jfiYHpt8^2c$#enEg0*;xnE8fuAF$i2YsBPzn()@>6hbCG<=k zr+}YZ>1pB3zaPJw8JTC#DQg{L_9itm*uALptq@2i z9}!udJP=(>86@+?LWC=D5SJtg=U?s)#RL{y^yjpP5?a3j*mpxVT$dRuEXFX&3>`rg zs0qrKWy((R6qv#*sl2Yb|CeflG36D1g}Yr_2A_dW8|ypz7BD#1pT!n&$p-!fW4KmW zoezRTY9|KNU0vZQxu<4a>PB4)TZ=rl^NbzwCdS5!+MWsNT|4StLT$5H4?@c% z%wyi+N}jhw_wIN#N5w~x`Gr)T7pce^OU%{z1|gC7hT?i9c5&>L2F^93n^!-)JmCvB zBCxEf`r|gu{}AlUGw(7?Bv0w_VgdiXk{xe?F}1~QI2^V`lNPaf58J_<-~1MLkI=lo zgbpqeL*^e6+Lh#tF(R033Yh6b0681FAc=%d*8qpe08Yhr^2tUlrDX8TgeXzAfjQVw z8jKQOab={WaBu?A$7ezdsRADnyxYfNm8R z+;^T8*cU({o8sa({I(k~LJ8kIQa4VTCnn&PBZ*rPJi(fMY_Dd3mqGAZ$w^UYa!+Su!* ztd+2b-`AfOKU}QU8N-V-qQ&utX{8kR5t*RHRItV1f{RLPQ3z~wpur}P<6C+M9?a*j zs`=~7DBr>Njx1d}Y3=QQ6Rgwmhu5)le=Ox(3{sbkK)&}Q0Td1zp0Zml?>p#Um>RWh zN-FtX-|x0h`XrjW>|2jV^-@?bT4K02v^s8E)CtqrvwuGAGkvW0-eGULTY>ol}fb#IfL>%+8PG+(|n&hN8;P-{R$&Vq6=4i&V%X42P#QV6{_T$u49s8TBG5}rhI-8y8t>7a*9bGsX*6`wFKu?$F((j<^ zAb7>m`B0uz!1ZG3!c{KI{HD0Bvq9>Y#zKz4WMm_n;7c#oEY)3izHV&Yz6NRg{Z$xvv*R(uzThwyeZsRHm&VKc9_KgMw1pXBShwpj=b5ib zODmPE+Hb*yt7jV!YGRhWuYn7wWk6$?-2cX5`sY&cH{5;mS?O__wo;Ax7ZF$OPY)}b z2^~rg(dU!))u0*0R;k;f6Zmhawu0`-*5cksscA1e zcw=!UBl$F|v6}tK^sZm)b@?F=?-rJx>buccY{ko`;vo_*AU1W`Ec=JvJBHmydV}{R zJ3UbqjC`C=0YalJVu)0Jt)ByF^RTUmqGQrkk)QyT7#bPMzNmCO#42h1A-IIbV-9i) zllItnV_J1Leg|ojT~1|9MfX-AZ2UeKR>^JqKcKJ+g1-*$=>usOC)L8p?Lp+zNagiJ zW`mmtmlo&2XSvNE@$YrC$+%3*s7u3Wh4Kn6!^ZS0{U9K55<;4yPH^(w7-x29LY z-#+G7XBP=D#tEO=#>XP^OGW!*Y!)#;WldPkDf}WPlBFr*`XyY@ug}basanl=??J=^ zW6N?|s!zd#sc=LTrGRnVFQk%~uU|vNttRu<5_Q!yOb|MPM7(@`Q;womEM|%% z*#Pwmpc-UVS?`qm^Z26O;beWbeD)s&6yFB%0e+Q!lfSOM$aCW`9B;u|kFU`UJ{qKp(6v;x;Kt=Q)>S^Ov%*KR2>vTtGLkj=>3+wQcpQ&Hi+ zb7KNN%XCrG$mQ3rxX*==2YitV+xR2GLJ`t03Mx54;n^_GX~*tmUU)!2N9*S~X&2_u z&*(DKT@FX;Fs_ibFWV%#e~C3H#9(hyrVzo-GYikVh?P2uBCHR?dUKe&R4<*2Dw9_V z^Q#HPO5FHmWDFGthWCFg7mp(+3+>AL0Sz#M^>s{~m|*%Fyp=YhT>K*c!b*ixsGbOb z$)Uq%_AOKLC>~S>TT2pt$D5qf<`;BgRFDA%SE+z`6d@bKonSJ+l#k0=URk34&bsk2 z)k>UM%gT(;F#OEY_u*~*?}qAn6h_}%R;=CO^l80jNqztUp-|&A}~ivmqZcvJ9qI^+eO*StN|KSF1Nw(p}zJre9!WtUpu==-igPEOBZhL;6yn z6brobTs>Wd3s__g^Ru~3TKF;meGp0f)lenB)D0v>z;4nuG>{Ge7+BO??CckvY|NR7 zhz)NWO%4|o-M&OOI!7yoe_>?oYPVZ?ZnVT5w;v7e7a9^`tr+HTr`mUX8wN*6$j3B^ zRvSm;tHUv!t@`9aB(nsqhFMPHzRYYau&)skoNB~keI>!Geq4Fk!H0tQDe`08t1!De zUFw1pZ*_y5wcBZO1;2vsxYWDq@*}gI)jcMqum{-P|&@JmgH|K8K z-4n7U3&ICF4cX+?b#JIMY~aL~FEEmllQLl7Sew&pcHC?_ueRk? zoV_58H+Qy5z>TaeE2(1`rHe#kQV}KuI?wAIBRhrp4_DQvy4~5!31RMQFo$thG#0n~ zKm`C`3nrQd>rHt?&VNg(Dha_%8D>;}z;0reiCmj(C?9Z;d$#XOM?BnIH4YMxqH3F+ z-3<0FV5Y2t^M`;m2GY0*;bqV?@tDYz#?lyPsKv|d9JsRQrwZgL-E`g9cBF(W;)bDJCSbmcIpiPN`oFl_ zUavGzqX5w4B=``#$E^Fi+LcSCSd)3#I%^mTI+g{XUm?8|JAPP^nlOY@@a@cJ_v(Fj z{hy!fPa<_oZ-0^DR%b0%=q}>@T@kmy zowY)df!{hqNQe~mc5Ptm`Bs&_ecyvUI)yzn{5J2+`~D=c>2V)1+1XZYKF52{uvZAFdIl8n`#D?go|dK7>0`Q-ky zMY%N$0JfDb!{WZFaR2u!xP=Nd#0|B zOTE{PiH@JY9kvR6p3c<4FAs~B6YxVbmCV4*t`+t<%;^&ns^agStHb4?BG?hHDc{&_ zSJ$Tmc3=Sb=Ys0$jfWyk%4A0J^eimL9Bj5Ai{0~gzll~|1Sp|~dgq4-RrcZ-87~zz zyN~70fJuRmzT)iX=h2_?u8lG3qC*O&K@o3x^7E~HaE2GeKPT1-)1b<3$B39ncs<$E zKLM^{GCgm%n7W=DZTUU|Ds|rOmk9`hEB1o0Bnaus1AYNQIf1%mYxcjloSK1vyDY-k zPL1p~BQUiM34hmlR(MAk#ODM zzr36f(a11J>J3eprSEt$k74{MZ7APB1R&$mg6N*VyP}08aUkX&NlM2hg!*+=$U~Q7 z`bG?EvQQ3b$m#IaR(o73UNXb^iq5P)z7tVT=qe_aTHe;xM>K{fWA1MME#bsRftez< zbUZ#nAZ%HiBeGD2BE#fw?y`9}4UsUAWks3B(2NsJH>Qya7a!7N?~H(J1xxA!bLctu z8MU`i5n&oH+jTteEtKE@N0$QX9fy!~)W5UxdIHOIZW;s$pAr2ZEyaU5F#7exo^uLz zrbR&n2`Y+k060FjtP5o2y#Sroc+qM99~sLi|F#w@I6RpA+DL^}DYyAb)v)DJ(rphEp9Zm0fu6d4X_ep zUz7qftPC-V{0F$!L)ME6zr&;Ac)!SWVrl$`$ju8+#;o1&4fO(3x;ksGUKpiFt|UX8 zf{m!=q68ViEPsOfm|f0Q|8ap@!L+vN{w&}1rlpgV#LAMGI8ryMT{pe{av%MVEr{}}!8V(g)diY&dF-BS z*8W{jyZQI4YE%uk@@!q~bajbF5>Ae=I;&;hU`aSM3Uzho#*LLudJxXM@8T*Q>Z*gu zI4xtQpN8$a%6r{I>}6N`%O;Bhv}nRFJ&71quxjmZmx(%U(H_RWK2=3IsU8H=+8m(z zWTDRFTbWWK<~#T~xU=Uhk9}0FG9$haYO6>~Cb^o?r?|=XaKRM%kc6-qt{_o3rCvXv zoU!HbtXuP0Jv1hG=l-$QkO`v4Z{~>PtCXKREmZ#7uh?Ke56Kbyz1q~&#?8U;)$I^G zn9}@lrqJ=TT3sX;yznJ^St(JS#Wj5S3xkFe_uRtE#6BnLyM(G!^?JcJ*+qUGFxuBf zpDX!?^bLIP(`nZuV4b4C%Ad;XByT~%spQgG+8!Z!A6ql6?Hg6Lg)y2M-Q%dB zuS%&h(s?|&=!t=ek%N8Lfi#;AvxG1u(sXH&qWMxRx!N(J7=WX7vDwRIP@$vcevqzU zP5!jyEE^Y=>K~g8ox2o~Ucb@Y`&L(1RANE%>0|fqVM!4F&5PqK-Z!m3j~nx|tW;2N z1w|B;0`YfQZpR8f5Z4XUPr>oVVyXoyX3T{6gf|QsJnm25>(}eg0aENZF;wK+c0Z&? zPR4O~7IsiH)1^-F%d zmB?{fimCLQabd;`h-oIp*J^+=!(~pQ-We)}SIk2$gqn>$wuBj~F$XDuVC|b#oo@D8obk6+VIU@zX_XM#&Fxpix{bYAkYcGWK z2C4fj`LLGH70l4VNI#9SgXU04`5-H&)uPqdb%Vex`^U31L4mhjWXqo^e=gE8&~aGO zL;IB-EMCuaS{n#XNjGV-t=3gvLe9Up5w2@h65}7AKn6|aH0vGSPt02eBb=x0C~y`c zluia!D1Z*+Nufo(VSh?u8}$(X`*408;MAg(Gj&~_5mg*IF$d&8g`Zszj25kYFFL*! z!?BrN8Z-&zSb=0Uw95(+yj|K~huWtQ57ma<^Mb;7rd~Lsm*JxYcH$U?<^Q-jn0%yS*0+u($ z$?o1#yW5|Uu9jkfmJ25@oPR27@tV#AT3*rOn+RLgFQc|r?3s6BIKWPI#ov*nwo7`jMF%(?UR_s3VRjzdyxv}0`w0Y|0xN|2r?^{ERi+s+p+*>JYK3Hr9f@@$=nO6N?) z6h!L-RZo%Yohmi&5$$uAck6tGyiQ+U^ht0#SVbcaJ^z*yrxoAigxJn=*T z99lYXZQL7km(37;;KZRw@P;C#iTb9^6*Y6oXN`JPgL!|9PV4y*3$0?KVaYh|1w>ds zdQh9%7LWaZ@v2Z4RyJRJf;+cWS1}x^xShp!&*54m2wvKGZ&XUo1{F|w@S(M)F zg2qjvmM;{;*f9Y38Q=By-IaSe!R2hdt*fl8wsx9ShFs31a^cKe8CS5*{Pw0z4clZ& zC;*}Rs>vxLq4sIg6>Y(mpS?*RvzKn1V8+UQ)^r`xztT8*NzbAIg`Go?Fq&Cq#Pz9O zXj2>C@MDLyrM*q9>Lf|R^TW;Iv12N?grgk*wn% z1{0HBCXnS8(EM}rxH;QZxF;+6HROV6h3J8yzI2>+kL=GM)2)lb1yg10g?*-d=WP$ExyUXtI}<@Qx(0i zd3l>ANrK=1uH||VK3T2pv#5-mQN-&Ky+GP(SLQ^aawG3pEJ1WK@!97#R$XB#F9?UQ zqc7AqYH_Ocrox`m6P9M6hN zzF<8oF;khr#a=xZr-niJ#eG3)-NITyn780BB^RY51Lcc(5{CM~32&9y z!`;$dk*{pw)xSE=%SB8aMIY~vuUp;dKC@O83ChAXK!DmQ-lFcdjdl=mlBu<5<_xNbC_6Kj5~ zZt~krR)F{c(28L%@NJ&(Ap!Y{no52D1#1Hmpj%1Nwhg_epNh;IQ(b=?u{6 zkE}mSXlW&XpQ@c(;@&w;uwsEDj*N_K(uJ^5^=!=zKEsRT=hj53OjIUlm~Hnz_VFKpHrz2)=u@qCVe&S!e9f?Mk0A{sRn8LPdS~7m&g;vMj!8SFa-jeU{D=R!gp1t@WVq^P=$Yd6 zEQ>fXV!1vV8A;g(a%@*veQ&jl`9l_j5?JrK?^W-)`V5Kv_-1OR>|ASUX%nEYqxv6q zi$bpIvEyJP=e8MleRO?Q;pwI?dVky%Y$xsZ_cVggfZfVaN*K1A3hF-nEK+vvH+S8N zi*3RxzD700mN~P$i8F}NcWc9%Cef`N`8s|oQ-Yv9B0>^G${kuwC?sX#V)nGNCyzJ`Z+$3}xLXPE~vhpOS}>D2owh}jP)9paG+I98AsGLmvlM*aIpfZ z?zw!wBb;p2=K2yia<`$NEg%V<9!qy2!G=d{04ow9j$8T9?> zwKS7Tkm04H%6(;Kzi!kcy6rz)0G|gSMI8DGoU3fSKq{;nQ}%t-#xVD~2Lmkf)pTGc z+SRocjN8Z8<_pplw6o2#A1&sXEzDE)cP$^)p5foBo&$9DIr4+o&dO5uk`sjxzR0v+ z?$K{P)_=TQQ+GX9E`H?mV^akdw7yIL}-&(Al3R0{Q4RjzdmRYSq1^=$c!{3t2G(x=47hS7eIC<$;tP z&mEONn=jWDRSa71BFh`=4yQQ0c6aM6mgkgD>KcD8w0@=baeNM`j_zE$%@ohN3C8`( z_Pj33>teO4tesv>k!C(HC#%9zy7_coXX84)pT2emJ6uKbHu7-dX)3w@fARL0VO4hD z7ch#5fQX8)2@$2Xl$1z=AP7>@-JmqmA&rs((j_h34bmVbEg&VGTclg0--*xf|9(8@ zy3U7le?Xtd&EEID)?9OrImTFPZ*$gsEBDCW&TkmBa^kQx8T?*3JC{fPG_ZCD>nLUl zWq$f|L@#V3;mM)qZ8U6rG;3EWmVK5)_r=257su>xi#(V1V9NfAUz5LMi!zgL zx*dy^kz=CW8q<;7%hD~&Uv;q&ls(HYlqp(RlUAs|Og{bgV$@$__$XFZt>x1VG_-1M z{SXW^x17IoZf$&m_wg1!cIh!OSF9HBsuZ z&m1;ptK_e(tuYY=jlXH^YAN0x)wDYM+aXw#pMSC&+f?sy=7Mqk?|_~OocV$F6^n#3 zCMIU7`>eC`!{kOIiY0Z>1e@~7lP7j|b|j|gsYa`&CJZS=1x?cU$LK9-s|h_?d|UmN)yKpztO+13N%e~vyiYj zRrm)Hs%rYnctS(l-eDCGINz}Hbk)h&*hyChI^c zIkCl&!9_~Cd*sH&&mAq7ym1B{>8Iw|1PCC@8VfrH4M?{qJ$) zRaI2})bzV=qGEL)+`C8ZQ=nP3$#SvFasvk^N-}fM1Q!EcTU-0$kJSYyH}`MHI;)>H zHom8)r~VIIOziFVVdj0pT3T9Ylbv2o*E&3W_>ed0y9qlR?p~o4D5%CM4}CI*Rt(sj zdtzg+{kLGM4{&bWAa`C07opnuA;nTNZJDW1b@!NRfycaoftkY7~vW&BNz z^03;M>gvDAuA3`cTY|PraIC3ort`HXd)_3;Obw4u)0V{r1s^*W z52x&8Ei5c#e0v(@m_gDvdp>Pm;GT@2wXP+8k0H&m}i zO3YhVmzO`m4^UE4iUJ*cdD%E*-=%>$)?8md_48-FjfqN($igc^RAc?Su6N&wM}&QJ z)jogLd5^$Z=rhT+%*tO0eWH#H@ib9iGoLf32-f3C-tc;sZ(mS4VEGt9La0O|GuMg* zx5YF1H&&2N5I?kon3xy~3#)a$q;)>0pa347OZ_il=vxPeo4B|+BdcX)Wyi-Zg(^}* zKW#_^a8o*Y@J%T>dA8Tc$$)4$kY`4OFjN}l?VjI1`E%N3%sIMZ%DJiIwmd#|JLP12 zMUL@~BH{4e(X&HAH|rteD&iGvN^Cs10qY>AhM9D+(DVIl!Ka?*ZaO+MPx|@y4vIa` zMjPAAiyQvHQqsipfoKACdUI=aZ4K2>bOjGtCelEBh049TIsJr1vFD=|5ksk2zEMqmdYUbtjXxPRWfT{V%5P9$-e&@78| zY-?_(=H%qSypi3ajqI}KX0&36&3}3E?WBj+ha~t#V48@0Vto875+LGTGOJD11s7rH0r$Y}lo5cp*V?bIJ;$buKlO6Z>|M@Q$d>JA zQjR7FBDI3jiq^@Y#K_1<#^=cRAT%~QT3JN}6aD>iva6+mfe0Q(Xh*r#Y-4tcM{Q-L zLp#gh_&5(gKO?rVlvL2rird-2m~0X+WD-F>zMism)u!W-2G_%h4acb)&%!#7_N17l zBWXky2TaJ!@B3u9Cx35LpWXkxG#n>VsnlR97CbStb>lmhTK15ff?ilk-f%R#8v6|c z)8TtT2z;-9`IReXMHUYuwY6W&WyL-wI@(t_b@ucZ*WTWq4_;9FkAVUB zsgOI2qw~ttG`F~T>+AcgXJ=;!(csWf2=%5v6XwR>6R-QX`ru^`(FanA%CFdyLirI| z_+@u(dBe5pO!uNAG!*xK2x7_NY+^A%;Gm76@)eysTic_cXtP#Sh@hX!rwVq_o%f%< z?(9ZBuDC=3WqEeu3KV#M$NN40w34686{l!w;G4CrL6`-pyN{7boy^ zkU%*&IDSf_;~`Zh_^nrN`<9k8o;M466zJFM3$Q<(Odu;+-)d^oe=Hq8OC^8#*DskQUew+ZBqg0<)%+2JsA&42 z6F)Pyu!Y6O>(HmaY-?)k>V{S-#@3ROlbIP96d0n@=w_32l@!W6?z5+jV6z? zpFh>!zU89KsIGPzE7F$CEGsUydh>=6fpf6GUr|v3mDj5cXGciYzUxVTj$B-UgOM<{ z)UvY0j5?>S%F#FHx4p>Qs*5WaS~iV*UcKS zhzt|c{i?49F zbf^y*62ka2W!~D!z@TmIp!;IQwkCv(he{R>wo!n1GGTw^g#j6rEHW`fmfU0S08LwJ zt2$pV_&vT?QIPS|^1WLp6DlBZz9ROO3dqociqnVkRlq2r3ptM4PbG;o4hMM1h}BRy*)iW9q=8jx!p7g z06&O8Jyxgv--E9^Lb~X^@Dy}(8jbrORB9v{G6`Guy?OJdLXFX*sj05c)x<;`A)2Ys zWus+fwWZp)OUM(Jqm<|8=hxjWnLha81RVgznRskLRpIT;6<$02ZBNfV7M&q_9?l02 z(uBY7ZJn=wPpiylQYl`2lAybq=sI5~OU_mHIAU&@qfWJQeQG?%QAgv>pC9!f4sYu~ zxk;mQE{P;#+I|3qsyYeq=<)F}VB2!z{@UqHNckgX$_&vI*r{@Gc3a3IHYH7DZe``c zcfKv9{E?bbs?lQI3ttwud0%23K!A}Ql5z+`R+5FCYG{%(07vx2bMU?0WTdBWmcD`! zkSOkhCy{Jxq4nCd>tgs;u@LvU!k8NczVZsw%L8w|iOr+o+EYmm{htT7r^cjjC7qA& z47EO%(XQ`qMBP@I9jxsWj#}EaM2!74=}8q#XuO26e+_!pW#Bd^Cnmmq`!?f#sGZVp z%uXsz6DgA&xrR&DadhV4-7Kf0Q#4{Wv|?YBAUifTCJ5&tT)lc#Af^8eXOE^9F%c01 zB2XMjwUsH2eFsBmM&n);CZxX@8tha$4P_eEMe>9MOR`Ox^} zSR5s!xR@M7YBnVjVFW1T5%LCgeQx&Kh5IUDTN^8;^>N})1{glTuC1ctcsTub)^)3a zvFFy!n+}eS$vk$y#+uGKI&2*4+(+`1T^a;VT2T5@b&eZ>?XL(32+S&L3knJf3kyq2 zOG`=y^jJRz2fM?eeop5{%e1t#P3H&2TR%&$zQq8rB6deON9sgV5s@i}BFx+Ua9~!5 z<)gyt=jC>_%kv_XZJN}{9PaAt!6WjXZ!}P&Qg|J@7k5O`<>e9C+1V#2Cxt3&kZ`|P z%_hrapBx{bdR+Ye{kyGAL{wB%Mu>_iDEQ;Ym$I_14KsSIbh2N6Z*5hnF~TG2R+>dm z@!bi2A)6x5P*U!KnV<|m}V-968*{MRG7;TjOV z$}K2xTL_@d%F3FUoV-LIJUmB3Dd+Zwo6~SR2vH%trLz@V27aO-=Y|;rHdA&|Nd2zM zNpF8GFZWE&XhVAn>*HsM{&PA6m5+Et6c2&D7@8Nf1!!Nzw2capb<>S+w{(JEl-n(T z_q;gt6tw>x)`Q}8+NS6!v(0YC@$yl~WhcS)!2^2NbSMjp+^r-dLnISwcOIPjNY3xH z-5d90&}2XG$(6sKA75z_+h<{TdfN5l8L_|d7)%>{!b$kh|H8g5%7QY1s z;w1DD1&E-(e@1~v;q&|8I3gl~N%IQ=fiTdmevv+CRteY%8tB)rUn4|$lD^yXYHMh? zz=H7y2|PKu_gR*9oukFi5}_G&^#Aw6e!St-l$Rfznwr|*XQwn+{1*In+JRVlh$tu% z=BmD4D|-lv9fSa^lGo50@+c#R%_;{?mYipxjxsX-wg=qH8<+-f^Zfa9XuO_3_tq(v z&4lW1)}Q=zH;V|3oV_<3h7PS-9byj_rfuCcO{6IRzO1Yl2+{Z~Wd`NfuhaXC9?{XU zCiLC%f1b>cWLO&4R}QP`>ERT0U|N@fnWg0yHO3WtjR<6e4xDVGprWFprKP2+N_@-T z+}zxTZ?08H|AmZ9R(3WtY7q3@Jv}y;6GrhI(Qd#NCyrFejT$u3YD6VcVDtCek%0(2*V5A1^m1#Ayep)y(>lE|9Eaho40vLNYVrFbeJO z=l@tHJrtWo8N0N3rADF3$@%N0>EB8W%0<2`x-HR$>fX&1EVClm^7Lx*5lgDsrtq4k zi>MNG#{aDc5krQx9@pF0lwNeUrb1Cj;T+9lTOY%5C;sp`r%bN~{nP(ZSAV&$i$rYg zzhv9V6hBaf5VgpA^}p!v(99x#Cv}7P1u^fjvFz;{^ude>L(7dD z0r>j#UE-oVl6F|XYSI6DE$ussKxWUS6DzI1?WsDjVKtDd%I$Nw2ub`0xA>8G!AFvx z)NcN3h0(}ei!y(w-iUOM)WMey#PJjN!CqkUxG9ex^|3FHftCL8T>!V2(<<-{DG}k% z+2>5%^puOI3Gt9OTDY)tEWZzv!$FF8YFRW*Mb3e!EKjay-~;~u(J#xPNal}>f8Fk6 zz8F-qbTyEg&aN6R$8F!KD$w=P|D?pg!)E=s|0~u1E%6RDqpSl3?oyJ#aAbDRSYct= z?8s69OQjoL@h2^^Ce-UJz*PV4=8YHKF|~v&D~$vdrAW3)L9RVQeV@F|+=eW6&WEw8 z1M}~@xwFfz+WJO@vyJ_XU=7}qXux)wmm#SnQ>G(95$=Dp^fekDi&nv|et@rrn{Am` zG@#_8PNsS*xmEcSmNHWy!AF~CzhAc%@awtQk2B}!5${AzgRKjy9)CopX(ZZx-o zb^aEU6SYW09?o7uw}r+-sTc=!K$@3#`!!m4CyI-Vb`Y5=?w)I?ZILS3#VkvD$;QI9 z&4)g?^t)a#ZUHqVH_yruGd?W&GVFh}VfB}|cDXGduH=^l@mchFKVRk8FVU+5!G>%V z`1jjf=C+hh`n~sMtbMYg7+*gzbs+7n@RQ~KAFtN7t3LcB*?KvL79myoLON;aRnL%7 zNV6~ce|PWH5C6U=HF#I`9dandOVq4x|8b=km#{?>DQJnZId91>p;S zphK-F9moXfq_;)?-_R)-5jjvq@IPIOSI52MXY^6SHF-2gdH(q82AbW!X||1t6TSa| z#+8O>`kXG^ARlKhk&{|lF)rhM*XZ{3{|MlB(LqS=DnZFK`pO7xO=Y=d_Qm+G7U)m^ z-N7TuKn4D2M<&t5F829r@B(eqd?wBwcf8+0@BZIM@SzBNUVdKcEJ*1y5T(&I%vXpC z;n%wR9|896kpzA?t;U`gJL|^%PwETT!Uv)v3*vWQ~Jmud}}eLZn6Gju=O5_1bpm0qWu+v zEgDVyt4fL3Bq~S!idS1lrTaT7cx`xw(yKf>+c#-;45ShnCY3_+CAE29Y6}Hq#hhE7 zq~G6ozSl^St$Z=P~wbYASzL zepJMb32pV_Zgb3q?p*ql*IV^}N8i8o@St43;ZNxDi2lM``?la4hQ@T!r>kqO^A~3c zx=G15OMD$;V(60Zw4HtvYpSTL&V1(oU;j@Ol1)Q|zJp}pdL2XfX;kT_1H-k;mF1S` zD|5|d=I?BAZ)kg!+v?V4(HF%6<)riH> zaHOlsqw5m5F^;F}sLY^_jkAgo=>8 z$5h1M_?t~4N-Bg4E0$MqHU68+w^^Kf$E!_`l<#DgCO-7Rd#{L6w?C>^5YHM4_!K6S zVHy+r`>-&Z;tpf!B5=+~T~G)>O#tKD@lC+*Q>z{LsF@@(de&$>>D+d5Zx z6_!q&x`19YvCK|^gkR?Q(7 zlr0W{A(Z-cN#K?bc_HaD3eJ00yv;BK;yH8lpll;nS=8nVMx6KF^XAIgTKKS9i zVkH5r1_y`}K2HGJ850we;nC&wkFJ_?OqZkcGpffD>lgcrM~SabXPml`T*n!=PwKq1 z=Wlmw$LSQ1D}VoD2+$&Zb?kgzc*5d7H*PhZ?GVPQ>`JPe7Fi|L!k_>apS(}nwtUbQM4EA@EaK?$l8nTtZKO*x9R;Pztva=X(q zAmg8!_4Cz$DcgwmZGVkIBNEJ;@t4si7ke&-EfFk66VkYAc0r`3{b_&B?KyQ9L`iaPisFcc#lUV;e%)31_4uD7D6eZ zm^@I;_jQlz&cpaDv%tO)(IfU?4G@pqs0IjK^ST|+_Q>%cKlv%~LLSjRz@93uIB9&b zTuVEfASO*0m}RO#oB8JV3Tpm8go&ml>$RB853UwbjBxRYAtRGQW>zznYuEp;SwqvJ zl29*Cf#&qf7d;`thN{(t61xaUg*o4dZLh z91CY&Eu!kA|Ijx@5XF3`LrAUsT3#nW{D0pO(2$BDPajx->6)zK;pSX??SJ=kddrGV zfVH7b6yMq9z^^t^uxfp;U=G2^_TBXF7sIo}d0qJFc z`m$zQKa~g}Pq@v9@yaI^Tl8*a_Xz3>RnP-fU^d`i(dOdu$z}yNl5}wI$WzsSRw+5i zG@3;5;Qt?hOYTLiiZD!b{JQ)08aAa!dPO|DBb1bP@Cvxbh^4anLzzE*$HJB-=H4d^ z;rDB<$42`PKWW_*mAB0nK{ofXi2k+qO3n3CFn?Vm-OP${qp8K>_J1g54EZ6AizF1u z-Lk_d%@s2q|7e}@IRSh^)zkmI%TNU^KYvw}%nctZgtRg-YApJbI<5u!vrr5;O&KXs z>v7M(D6thMo}t{W$n9r$yl^?cXGJ->z)IZhmf!VF#w`giZ}_At<79QFb+|~QvHjoM z4y-GT{T8N*reP3m)Jd|ETZ~8Ryd1Ky=tuFZ*MvSLC+lcweSDGb6INee56a@g!b0yA z9*&Ksi#c)Rf^7{EF){49>L~**tiGNfqzF5;KicFyp}k~eIKI#TgXRmwIzzN$-869i zxPH+|f?sI~MdgQrQs1lV^0p^19djrWjdM6$bgM5BX;;io@r#?ey-OqJ*PvggdiMBWgpURRknDLFCG?a#PzC>c+SjTTk7c=nJN z1)eYh=UOW(Pz`*J>(yJ0CqOwhmhFME+R5U1)RUT;nwj}9c^S??5Cys|#?XN`Y0zY< z)?sa|@lPdm&r{~_5FMd4=<{lU1MHL;odvpz>S5U(12mT-`EI>_jPvd#xwSf?s(YV= z1V%{p=}(j`Fq62dtn=AD*bk6z1f>$&I+J2A=1+ zN@ljUyPe_G@T}OdwT+jXG+0GRX??sryQnBc?;XL^Obk_5BYm-81kwjjzKpao*pM?_ z#rM(G%Puj@+klPd@#De4L7Vea=j@>sYwk7t1=?Tj%31vr5|fk9=Wl!FsN|z4u2}Q!`7IECBjRr+Nu?83 zBudY!|LW6&{_i#u#F0N{XPZh&p2;Jmhu+S*A2zz5qz(R#dt$8PG=J?s83Bk7co02S zP~K^2Xn^om$|ECXAqZ$&SfHZJ$jx0TK3^@4kB|3io)f&-6HF2GOvWoS?oS3H`BKv} zGh2mGb8v9rxfbw@Vqj#XvZBJEQUe&WI)}AU7?#VA9Y}o+lsO3MAY3h{KKIAO!t(d? zgQdi_f?oB&k}FPqIH>vOO0)BrLR1dIv3y2<)c6*~@7$|jcZ&hDMoexwCxh#Qtb>q{ z@agGxD?}D(%)=(^&d$!2m6eYE!rUQyM{cmnvST}krJ^KJe>NuHg3xU-$yq+m zD5$2SH2m}Dr<4@(&<@bhTjs50eE&@yBeqww9`c!0!ybXZD<8X?YQ zF{G7A{MqE`$^U>Wq0h3))zF|M(g!`Rzuc;&JyRFeqH$H|5wP>I1^AZ2z7kS|ciwl0)D z++-mz#e{Gujgk|{dEb-xK-Uoy69euV=6o7hZE&{;;k}COk{XAcs;aC^kHCRpw8(VU z|4y8ADEgyb978@Ic#tw<8gUAvf4-HaclspG*76n>g&@Yo#lhhp2;gQFzrh-htzo^M3I3%auE&>jr`U9r7$iR zUP%kX91K8gO3DTJj2zy+J#lO7UH7WntThM0Bsx0!{j<;i7)-Zoggb$Of&SzkYMBZR zd*AuIy}dz-DIOae8L=2IGhF_j6e@6>Gr1Ac{t7}rU$r>Ply^*{Q6=Afe^88xsAp%f zL+r(iw85MaGYb$>|aRn9=Y zCzkrXWM*Db(M-8<=(Oe5#>P!dZ_?l_Fkpe2e|CJ}gC~RsgUuacS2t}`uAcleNfA$@ z$}*{So{o-=gp?Gj7?jnbBFo7y7PhZ6N0KEjls3zn*p_|>={Q?bR;5d~fIZnoy` zwMnE4^uhDfU%C+y8%sMolt?wT>-`Y+;-yPTNtLR-)ZzY=M(3vwtE9_-Euk;&=3puF zz!q^V(Q$VD>msypWTdFBir#Q8A;ucVKfb@+G+n#T|&A7ie?u=w zurVOZ9OlZpo59T15XlVL17i)6^0&Quqy)RPaW^r>JlKsqHY&&P1KJit1<#|4-P%p+ z?~moIY-~KWS!e@B7xbwmhpGw<3;12Qw>pc-F9}n7eE&pcGHz=z_;dyRm=0vLAT`lr|1v7e>iH#{7 z=wSBv!$V9t1R*xYix)4nn8!eF=i}vdT>lxaF2`}t_5?WR>QxbAKYh4QP=!SEkJS0MYE1D%ay)E|Hk0!bVcl{56eyhfDJ~95X4UFLNDQnb;J%`X48U7(tV0o|SzZ^yBk=>}DUMA& zCYr0ST0gAX%Zhe@(h#G@=m@zC1oYURN=V3%O{!B<^@p;g zt5#31zJDew+kdpT45PmcUlIn{rZ0i3Sff%he`F>P5%rQru=>3ME7{guS#LO zgNRwWCr{&EWAJ?ECcs66N@fJz_}gp1c7ujUg48TQ05Im3yH^sJDQx96Hc#L&_z zP+|ZHNuy8(v^awZJSvuc!T=G#2_X-j)`B*kK=%9^*Xs#_)g-Nt4|#-<@=<|Ier4!y zM6oWDrZs`7&^dSv!G#CXUBvR7WCQ{ilSQlAdUr`e_``_V$cjCtcWOxq>zF%oDfSaw zDJh}tuhQt)aH((S@%%%qi2gmO+sewy0IK8e7ni@8hz*rM;tQl$y}JDVj}pfGu{Fiq z;cYlXS9NS|?sJy`0|Nt>Y4D3wxov)O9N%vp9obn~ZUQO7sU={KOeoCA$f&4b zFV9epfhD!QUDAVkMe^+prxlb{kQR6GDnSl3t(=IDCk0`YogL-^aykElP@Up_Q}mbI zWXYdC;fdP7VuAS2&&ylj-n^W_A3yLZGt$!1^72+e_Oh(113yJ$;{&0E=U+~zxl8fZ z$@WC>$>iw^XbML%`c}#@F9#P*HC!?imf6K|@x?JXDnaHmVK-xs2NO*3_H%g{wg8b= z`ufdA<%JL$**zBX&O&%PZaeM7I!^j7F1+F5P+=~8P79D1;L-C(vOy2F`_(%AkkQ^A(tv~l%H*FBnvg}{ zk^l!*Sx#$cYfEGEKy)8AU7P`8e@5}O>24?@LsIC|!-J6n6pM26T~S>app(*BMVdsNoe#xGVsG5&7v z;BZG6e1q@?PdPa``S|L<{d1$Euo>rN_4Db)pe~V#uxxXN@?R^;)inRwYpyk@4`5v@ zhWinbhui}V+8(u^J`N5JHszp6MP1#=T(dV((8C_ma;-I#vj?C>_zib=_ua)o6MJjx zFntmsypJzl>*yqREZ)6$kI!Y_1blk%6h+hr{fRt#-H(d@o_Pq1^FJWJe;+IyWF2>e zA-$0K{8-r^7#M(}!u9577z*t{@-kEx(6wis7J~-|btC9OJ`4X)lm>EED+?5hZ9~{b-UHfMw z;oGdH&MssHH->{lW&0~gsIXult>O5-^6=1Mo;6?tp&sl6Tc^_4;cqE>SCXh%!lGre z-34ZEu++<`r~sbhVq>Gauz&OBB|@}n65uX)*ZO*G{G+?-?&w;=J5IZw7Q#IqVc7C!| zTvYVk)FfBf;@7#7tgTYAF8PEe|hb%;^qYx50{ ztbdD(i#508c23Tq4eT-iVIL+Q$N=5*UtCSuxZ?rAPawxsJ3 zZJEEYei{A3{Iyt$5Ccng=9h|s>QXjYDS4mJ?5V4Y<;j$9BNm-i5{hjL@)#;dh;rzJ zb6!?q&fG`aJ|88HkBPne(5LfBA<7-oDfu=AI)p9YY1=vnBi*IMymBxTq|w1QBVD>j z7o2s9O1>@HG|e_uSCimkg59%~H3HeCNnN~7ERj6~#c#9kvng+qOwUjU0K)5(2vL;% zIb#pd7S7sP_Pns}RUcCM{M`5hVG3@N@87?7haw}p08F6LTgu$7JGTVz4^iv|-NW^( z+iIM&tXf8)x(EiKkS^WrRX=MjeG_N_0YxCoFR!B`@Z`yJ`6zy@7uiD=Gxg43`GD>S znw|}4wrKrtMl2>1-tvD9)B`*ZXF~9@vom=sw0HvpC6Ky-;jrfg=Pnp9;9`qxAH+DP z93f}!Px~W=zbr&lbW&HNf+%$;{10N$IU9t1x|ibYYH|MQ>EaM>Q10p zTR?b#Uv04(0Q4nmVr^}0V|Kil0udsV8oy1KgW;!cN% zkTN29VL1lb>-4DK6Kt|Ou;T^V^V3r|Z{RFQ*m7y4;+hX(yUAr?cLC>9O^C;Q%Qfd* zI{30z8!bb_%<(thJv7+^)4=^d^%^fg1S!G5!V;UX{UojpW$WCa!&BACC$&U6zqCe= z?Ny)Y$6xn6nYPbH3wr5GHxpy%T^`5^`8he&YejX?IT#rm-}R$sX0|jpf5gC$W_m1p zu`jEbtHem8IgWvush}<|zXS0;4MsS)n)T%JM~XBm^J;4+%qq(m>%fc-1wjJ8e-FnO z{m#N+3%N`pxkEpTD7KV22Sbp2y1YIo{nw2Au(RD@P?4Jp%@P!ho)AZx?kQtps|2>GJ9`jlV*f0U#StFi>Gh0MsyqlAre4fK$ny0#A?R z#SD32ZLJFcH%Ru`EvUKq0~gt3{uO9Hc0^%Zph%jJ7KE3_kQo8Cv7J`&N~5c}Xj|Sp z8xlNIj_xF%K_ZSXF=qa%{DIvS~NvV8cItCPg~yhZ?)xRprZ>5 zb%yE&G%TB-psucN6ELn2(e?9DC;WLEpTWj zyv!1N;A{Xy!y}Ja9Z$i=^|xzv=TchBD_k`%S8w)T{8Ahx^ffqt5NPB5L`vUND^syB zw*ts|T^oX(``Ft7H}PYUZYw3`I&`WdR%hwO{6F((kP~AbI|pO++E$?=obt<2n~MHf z>!`O|?hCov4n7|g#r~wYI$u;Q_HA013-p`n#(>N{qk0D#spb9@L5Ec(;LAvGjmqN| ztL=H20;zh+`1|kSVkY#dsHuH2t!>mlqgIp#ngi$#=%75BbR&?_k`Gxf7`Wzx(tcZW zFWr$gtK=O+2w|&(r|bFcr)@S<(9-_+5m7&poA?1k2v`lWj;;hGKeCIi)pKbLgj(p^gEBKQ$tf&^ius*QTuUf@u--HDgB;y3 z_#_v}FMz+kBb=9?Z-;}gs$>`2H2bRbQ@!UGhyb%nsN&_`9o;y(=lE%KP|!`-86+b9 z*#&Js^?F2xYpE2C|7rDaBr*AfLgYyfhGi$lYsk`EM(VEjJDD`c}N zQ|&0Jm_@+Rujj;|$aVzg_SF}yTV0Uflt+!xU#Ap_vgb_rM)kPM=?540>h13l-;$2N z@Vr~)J^G`pZ}2hlf#B17CUW?ED$ZBmng1}W1WMQQkFn<$qrP}x6othh7sGHPf?t3y zy#e}|WxEYW3#u`4vazx8@N}{E z!c2Yr`gM31`m5-%H+_w#;QIv~2E28HgO7Q5)Ya5}PEFN=PjY;G{Ldf9ZYeF#P0ni~k5nF}Xy@=c{|FGb16sjbw zwbz8~UB;{D49XTd&O+U$#=^o4qR{|UbjYmpa*`6mLsAhP% z0_qaDvgoL&sg_-E=EBw+Ao~m-FOPAutFTv8qf5l6VM|vqw6Eg08tOl2+()x4rl6#^ zV90j}X4<KtuI99uKnA|DvDpC|FjRp@kECcKq2ss&P@SFPkaK9I3|>2H+QOLC zOO%hT0Y?p#I1u2;pZTHf;peZfsDK_7wi|$(7>u8`dG0z9Il;R#Z$a1=-i&lM?M4M@gNLoT;t0L=|?^6lFTi3oPmzHn->mo$-G2HhTx z9lNu_$y5<{`Tv~b{(=2-C=`kifnaB6H<-P@GlO|8H)?X@7x(uSdo%W?a=b90FAEFZ zS97xgoi7F4eZ+kMEHh9Z;DDuxl!(s)J1s0c*gpf?TUzI>-@ZMZo0|jT%J1eq+X+s- z@~(i6#g+B-#N^}{E-h7tXyAE(mc8d^UfUQlGfhot8l50LWv&M!&UE zG-v{z>q)C7sMgX$`{2BV_l0qRR>ZEmYF7%wyE!~Od}qhTS^i37S6kT|sKC0qv+L^x zD(TGYtMo~QSx6Y1Eu=iRNEms`R*J&W|p zDA3&4poxYq0p{~4|Cx@z{lV%8ZY%hC$BAZ zxQi&H1d!HaV}P$971hKrT4@8_4-BQ9_Ji(uYXhS@oy)}|W?WV?y{vG6K444I;ADPh z1_W|bZg3dcWU8~4v2(S+gz zy+{Yl3d0E899Ae}Pi%re)OBEr!d}t<^4qFjyp=v!?S^dVGnxd<2}~K=7_z4Yz`(~W=mg-DJw@0n)DWY7r}m<(5HKGJoco&d!@T`84}IT^p;0eb~bIecxP-6 zY>?@(hOmO2jETGskf_)8QZ7y}o1ArBVSx((WB|*yJPzxC6p2}^=rht(QxiwxV|oiA z+M&`uU%tcq6YYOq0RLOCQwTiEFj$WefsC^}wnw>2s|RDc7vJAD65wK@uz*4X)u&1n zgcfM^KtaOx6%OU!?F1*bT|*6sM1p54ve3@oJo5U~XOus(>R6|EX&?sW$@qKnkcq=9 zA-h@wK7B%ln9{o=H8US>2iN}~WuOET+WVz|9v-R}^|ZIn$JVSKB+YYr=2`SV)hu94 z{W0VvG6;U;GEC7Y?4lpqbTxi^Qz1!%VYdi0unf`N`+{K9@Z^(~mUiZU;P&o{rR;9~ z&r4XO!`5K~EV`vGs7JfshirpdfnF06^KaJcEc?bNJDdzpk&pn=9N49FuvC)2J{z)U zhz5K@N={De)A@)miSO-qh>@mw@A}>~Am#Y6yz5>HJcaE*mnGOeN+uh0CDiW-!*hLg z$D>avs7mXQMc6a*J&}j{wl@z5%g}C>SWfeXES6m`XPRoH%9SuCYD!OUHLIKfJrZ(FpN9ZiD=TA9Uk-7e9(R;YlpZI`F8#nS<^BaBFtUo)>U2kTN|z5K~pajbOY321XpYB4z1V2cI2y?<|RdH`Mv3Je5>wXB{SAqq}^;125de@N|G z2JB9Fi4))e@KNuPq#3;o>nCCZ;2| z##kK}iN{QcbO8)1v4&kSN!7@sK9{(*NN(py z4(G0dgPy?1xai)tCtZ>>Hm^Et7SgzxBj~z_MhYauqtx1Dyf8k@xHh5AY>*hw39m*a zs$Fkv&lE*h#lkY4Ejtu&^(4Rh@XA;H34dHsQ$Hc+H~U1Y>~3tp_jkrekdV!=54r3b zh6!PMN*%_Su=7Io$rd~_g^h1WiJwO9T!(ZdxWWubvJS=TNNzG2U_F4otg%}ryM?u{ zvc)MN5%K;R+LypAeDSYKRf8t5N1oqi!AB1q9obl8uI<4eWIcP|eInsTxZh)~rc zEoay|0lZI2KV(aK`a9SdtZ3(LPq0Mg3sqcq7DTx>z+;j@(*Nsz02u9iV}&r|o>93E*y!;%p0z$~m>otTt>Wdx{laop(wD5)Ne0Q%ih00QX3K&nZ=7bh@FKKLS$T z3Qo5X1j%gAwXsEs#;2y{ufs^-fTff!|Xwj__>CNM`vO;k* zfAa=otF4+sK81X6A{0)64?;sPprY-FUOhK7cM!lf*VhfPXK8lR9*qh-1J9>c#C zW*0y;m;|m%ST*QeY}RcBwlA!&uP-dTg7=S>1pNXiObLkqsFgND-mUYWUeZ)e-b_yd zFBI&w-khx3%7j#MFrs?h>u0si;^jF84fg%a zamwvQA(?3l%_s0dj&*0Cp=lI;0qlJPypb~vt{?|&_4oBba)Sq0T{VLZp_1(sh#(kG zRy*?G7x(VnyEvP@I0Jjh?D?OnD`-I9UL5GMFnua$Iyt-N>9%)B6p1BL?;!fa!aN>A zu3J=u{aoFCG_~>M>(^)B2)if<#Q8sUlFbx?MB=m17&p^;HC8NVohh_R7K9y(CS%Qjd|OOhdDeRT8@J3;}1eN z(3ied=zjWe=)vyZ9vpO`cZNS4v9`4}W>#t41e@CKJy)!MjqTe4rX#ez8pfk z^p&W-KBfJOc})6(JG&=m^VTFW1sO$ds?b(WO`SGlk$*h`0|U$>0!P1A8;Kv+_e(Kb z26jMNKUz#ao&(=X`XE46J(AIZ0if4orm$u3M4mry1*jrQ6jW)8>Rw-egWDQW~Xe2S(fPXhytFId}0Zq>OF zqsO!|-murLqy$asWG;o8nmSdk6LtghKd3H7Hx5~J3S0v&+K}z8f9sA*LkT^4H}wy8 zi%JcU*YJ=6PZyr+Z2!&aF6(oNz0l49rjUGgwI&kz0A?3d4-OtidXEKhf+ z3sG#Mba-iZNl{cJ-TnCy(HeVGkv73@KecN4X-PgM)Ukhj!LZb$!ccBlAfjd4fsnH; zcfh=Bu>IB-wR5}I(PO9B0I8F`@4_niyN%AvpfyE0{ z;xQf9o2yfxnORNO0vV=~Du;&=o|58ucI==w|6E>)0uRogfrBgBW!^zA1RkyIy1In+ zS5J4^2;gLvk}LN`<$sq1illWsa9#iNP}1f~+j)o3s+P`ubNS*RPuV#w6qKi;SO1ZOpfF0rB6~m z?)GPW9E2^kT7u9H=mF*qT);>G*)$ccMjR;_i$T<3<14JsN&+XQz?mTC>4V}CNI!j- zhVy7uo%hnDu%{0?`=zCfO%!cf6p(S?IRLU2C?K+q4M#ryhK_IFpt{b@Q6S%6Lwm*% zU|&32P{8<8{>kIVJFrWXeQ^D;px{M1`B|q4`**WnSG>?IndbtdadH_FF7B#^yz3ji z`#uPl?R}fK-=Er@Uh~)v_ObiaH!k?!YJFW$e9T7ld{4DYmH#MHj5L0Y=c1pw*n@x9 zpWJijDiJ{otG--qRfEM)^8Z8AcfeD<|NkE&DMFI0gic68u8_<^lr1wmS;=0NJws$9 zAw(e+LWN{!lS-0|Y$+qjD&zM&egA)t$GwkkkBf6Y=RIDp=XyE3JR5i7kZ226h-RP) z@lRgBA3oVklE>Bo8wTkVFreBwIfehFpj42?$7T#i#dP;SSW39y;mN3Md?G|u4R!VX za{khck+p0dv<((|^tjW`=7_03;7@IF$s=X%Ol1aa;-p8A$~ua8PtPS(Djyv@#n>iX zB#|P3lNx4Dt77@S%8$Ak5b~6jdE>-liy`qi({pn|2-m?0+ zm(}a>$KKu|v#M*0lbvPJE_p{PsR)5bcmDL|yw!^(grf<7BqXiV)Aj}Wmqk-dg!U;g zfHlcfxmigK2PaQFPLt2_Mdt;8DCifN$(%g-nAariJAtstWXt%}S8fu!6yp)pA_ zpbTR4)y`KEP-r_`~F zpNE|X!AZ{LIs5@CAroB4zb4v^3z*;Ta*8G+&{CZyG6qFcHTdwC$6Kw_o1%ES2ZRb- zp^8=7eTG1X1=pxL7rMQ-2*G@r|EtYLs`Sw^fJ&NjtBNh_DJLwu(Cs%`C3rO?}wA zFIthusf<0rNWt~T5raZ-K)~TXek3wSYcqxIX?gqhjtVhyXE9SnBqMjqSIBHP*kY(A zpP337*xMh@?21rldv@{=kf6bnCuXb(1hB{8z>?c>8(8H1!mdL&Ns5|Ao-UCQF)?>; z-xhS!o8J|TA)F^78nW!aSc^7}xsr^~0w|qglpkp1;jRF6jHIH(DuJoi0E5Jam@sg>e-WN}q4i5g<>}dJ{)fRpH|zk+x>v{e+`&wUR{5 z;KA{gNIaa}Zh46PboXZ9*S*Bu;WSpv;_RIUHx7|I88>zQyE)1z)T#=ex{RIM&Jsn% zPfj3rYCCsdFtl-Um_XPOu$KH%LZ)*1YPcl}Wh2AQ&Zgpy0-g|BQ5EPs_oF?4?yPSH zNdeZ)8e9y%fI_ZKrr1hyy!}9gnr>lAcBNvrzYIodEJUUGLZecfwOzotvklf#Jl76VU^gGrPP;-$bHMb*V6ceSB=;jg_mv|0clI3OtSH%fa^- zQxg+IxKsq0LyC7ke=5&~BMAcGsOB-$uTfufGMF?4HN3pU@1YSm`|%qE;r7`}$cj04 zjz%@%pVY9;x#9;I zb~EuwN)8X)`HVZSb(T4xxbN$v7V!x9&dey!U#hb*y1NZFKsLP3bmr zGWBlqAX2;+^!H3kyXfg}-MmRjvgH%#yY0jP#k*B-P%-99h(Jql*J|I+FmNc?*Y`3r z5pMJ6%^S)A+MqLZ^z;pN*l^u$E0-M{mVtFF_~5e!*k7L(@tgf;GBSRK%3VX+Cpdv> zW3}aXWx^w$)P^&utiQ^!uLS6f+*FOzahVGRpCEI-H2jg1+(CWPYlt2%(STsdYSh#D#%~kRqf>k0Fk>>PnXvj&74GmO> z&426n;lTg^b^d1BBbU<*ioA(9@e8uD$if}a-JQx3VTpPddOn2iWFWQ2kFrP%eH(>KPCPQN)4H&5TjIC!hOw1qun>x0;?{;}cHM@CqV z&c;^QZSI)#fm>~|dTWhOlXHOQwwjneuN?PWz=nNl`1vHQffa?$ts=XD?d6gISI35I z%iaF2t0wqzHC6T3`?H;0aS3CoB~0p8T;?HI5<=GJ_jqatmbIuIref5|_rP5W8gay} z0$?bx$GQ1=da4jDZEgl?HFfnv0;{^)6&Qa0o?P$&1o!pNr!qj=w{WLzuA_@XNCrwj zJpK-8@`0wb)x;f*BiEbQSx(1Qnoj8q6MR~@J z;Nal?N{s_5?|yhy0w0RXJ}h-$nq1UkXo&u&JVT7Kr_}z;uCBLl{k58^WK<7CHL+4j zf1~9kugz1LZxIO$%QATza+SGOp1gU%P>{+fi>qrIv<(2C_jV{(v|@x#p1h7v;oJ@B zJt^0d+fe}l18{e9Lxp~HGG+a~kj|+fyg<5$2k-gMzc{F>Q`Fngm}M`;LYv!vcx1r`qBJ41*ODZ) z$H#)!=2Ih&`uB-TzOEf1ccpK#EH#4XRGbI3@E#T4C%)%V}aiasR|S$|gU${W?pH#kk+Q9Wqs*sVkq$8+U2+yn< zqadSdF)e?@H9i!=r)=ioBFGHT8Yg{)%g8BM9?%N8x*lVaH?1EXaQ&xsq(6{r{|d2x z#l=9<`1VzQof<_R5VT_;9gs{Sc;O|j!vyRdDi!XTO<{lPpn?KfR&6L)h^D)+5J6+X zBcCXYI1*bu;3G=ch~QFzVGDOJB$5I`A9==xj#cfCQASi2(xQMpqyNF}23^jntiT)v zdh1QZxy@Itm_dk|e;%L=cB4J(%3C_wU;;rU>ScLIuWg6E_l<{klfq^!SGR&F!?{i9 zj+~PpKfCSF*+{iF>Sndi#jh|5>Oo7wv{NDSm0~bf*y$4^KGJl0pXZnp22XND)X2wE zGARMWaH4X{iW_u_s2arYVT>d$tu;`9P-z~6xBxdTb97zI4ScH9lonjbYqAW4zGURn zPHPW!zdF?D8hNNBiK_LK0b*=RKGH$*wde~fy*klM+|dDd7-eiCii&f{cd@gzRW-R? zN&7q+#tY9OKTaOLK~GN~usRX}x;4+9O={Hpq>uf^J5V9cuNT6b$AS{3yx9*lsZ8%I zMtCN!_jD;w2Oy>iJwvXPsbs}=q1mDW&aBpPJBXZ|Sh9<2Sj41*aOQJyWMm|E{4REJ zlJ~2kf>kzTemejLfcG1l^m6MzF=EtHzx!0hjL6Hh{2$;i

zFS@XuJFj4!xHZS_uk@Z55)@Q3?fmZa^I8?;=-~RdHvi&&r7nFCF`4{hpr_DQurWk&DxxB%PZ#6ugs|xcD0kD|R97_LT#F5WWbdL2vI0NfiqU zI{Oja8mJiO`%2H`=o~%!REP{gS=OTJYHI&pY1I;Q>==Mf$R_8%e}9~xU$J$B=1;&r zVY79_656~l4m&jh^$6PTMfsaFglFaCGQCp)tDlmL9-ONkllJ(cMNJU17$qhN?|G>= zAybj%rG7dqwC2raeW7H$Z^*Ipx_6ZECVXvll|Fg0-{Hln1Rg-|ejC3zjmy3{IeW*W zGVu4W#=^1_BM-Wdt7*w_9}m(GckS}q`unxUXMsn7;n_X(x*D4a3$a3PCqyhtflrm4ehr}*8&5!`N6gdJ`C2Wt%Wf#ahpv;t!*>yT!bDg?{ z_ui*7Xl))%$69`tITi0CT^+iAN0k{M-f654guC5p_(vULnRB5qZ=qz&tgsai4!lru zAN(B4{{3Nk%vxl}hv~+Z`iyi;L>Vekr@Q0B4Tas9npylgFM0~fgNpRjmZ*=;K z=#!p5%l*y`P0bKf=)WPA|oDdgB6lBfMFyUIMM30asZ+O!h_xk=ASnZ!`vQ>8)rrEx} z`={1R8___U=kY#b8b&g87yU{bPbBml-&UYkL3y&upC$kNmrtLTVeCY+g>)-o8JRo- z<$Hvkb$5@sRUj1tfRobBgKMV``2E(-(NXRG4LZ?T?q;JEfLatrCe^-1dEK*vl@dqi zV2Ni94_eyrR*T@XVWg&nshG&9dg-LZ)lEpoQi`UX%p{+lJzFOK2s$#BcgI{iH+;FfkN7b*FW^W(Jny5#T`vj&pFy{=;a}4{rs}-*pM@U?&8k|4Pk83;Sp3M>pHRgd2L@Dg;_HM^7w! zL!JltAgRr`zzaH|bJS({4A;_-(7Ie^!FNp188j2efdgfIj!=3P_@9kYcK`M+Yjbn+ zWHn9qBQ%Fn=}rhr9$af4bA9lB6@i9O6pX|+C8-cOZ*6DuhKc%|$Q%mLfQ{aOLD#|i z2e-L9gImShMVn)PLWlF#6kaW;;Z(Dtnz2!E@M)dM3B^hB63s&B;uh|Ue+hkd1ED|U zP=8BFIh6J9Ilplj9zznV3@e|v@4lU*^&j>X=vP9n6#;lZgls_+Ku-%+3tX zkDCi)kv}LF1KWAWPwmbO8MJ;Ez%S10^foa&#qK7p;;7A&-lyL8CWgZ*jILG6vGGMG zS*6@K!u8paBwsYtWe_9WfaGfsaY`$9lx?7iff0iM;#ttcdEY znF{fL@+_;;J_NsYO;w(meK#1FmUbk$eNW7!XbOZl3RFkM)AmzS(o!|l*9W&xAV+Ol ze;$FTzF@sVrV&o3tK03~B?Gz&hf{Jp91Bp)Alq*F@5Zyo0tIzSJntXt!3t^!zsqrz zjvi=sod#dQ4$jexs&>GstkVYec+@G7osS%3V`qnn%yadp<*JKO)wLz~Vy@yib8d$& z1a1)M=V7rr7x$Q?%Bu<3YH6WCu!~`iN39If1KccHtmnWJzhM zrSG=P72LA`7>)4{<7e!E3N3!MmfZRoHYIJF(i05Spok!Sdvq90bjDm;!}>sW>mEu_ zd@SKXO+c}*Grzv_yo?TwQANes`7%Okv-#WX#30!gO2(&JgKiqI>ch(>|B{2RN)Kg= zaf50)MN^%v|AfTLL7nt`UQ+d;T4WJk6<7vIj_~x`j^gZWWmQ!&OE!IPT6YYVSdY~| z_Ny|Z|4~mmVZMA>o*V3k`CV?G+t%&rMhT(L)PcZevSTGBTFZ*IyCOPy4zvBzmSYN{ zq&ZCyU*0rcEoGm2Pn?2^kb3L{g>yRlj|y1>u6>31M|@wGzEn;Ukf9)Q?W82XR)yd` zd2%Wc)%~_`5&%aQJd3^n2Gbvxd8o-7Jb?wR{2f{KuaRS+tuH75Se%-Rlj5VX#>(VV z{U=b!!g2Fd|H!T8%g)Xa^wgM{n;)QyK(@14(N-qZ{J6P5N&&oDT>G$#h?`kGVf>tM z6%$>=G1}{hImJg9k# zC>0;@pXF!DeKH2k7&>;GELcv`ocpLLVQG(Z-Zi8WqkK_}tNQwiIQqd4w3a8poVg>0u6GOw0S36f}B zgS_ehN^RUM*Qz+f4^b-IPD%oU7STZV;0<2e?C0VK+1We=Cc*?R;2E%5qe*@yd}tvD z;S5N|oGry&M5@QioXwS#8X4bi!F`T95iAY?PfqAH^%L>-2h=J|V#r4}BQreqRP9n?GW zggI`!IkNNNp|h@@@zUnJito1?Gbe<$)Uz|XxL&yS)!YOP9>by|43{my1MGCbO!mGjgY4!C72`l*A%~Mu=R20T?yZ?QoI-<*?r- zu)|>*m?B@MFP#0`LKIpG(+n+JTK~ePcN|CvK8|zu#}VBET|Ix)c~aq+RSC)WRvybiLVx5K70@Zwn&uYwPJKkX4WPU*0L z9BvSy=nHW?;*%YbtfqYY7fXL)eEjvVwj+@In;IIzJ17~8xBP7`qQMdaCh)ibJRed# z%ozEwprCVprL=Dbx9^jlHk;Csh6j+g`uYxxxOjMZK_2=5md#HbA!2=RaFOL`@%t}C zo1>&YHASJM4X8<*N$nV}7?{81ahC*HKYRT6tUyvdo8LF55<@}sp5zMt{<7-bjFHw@ zr6iF2%A9>Ml_kra%*-ulU>DZbLHb@n58Ut!fPVJ3sJ%y=2Fj0}JbA&$r~-+tKp!}7 zl~Im?-xKHKn?m0t>-qh5kHgZMuVifd#4kg^rU^Gd-G+j2`fFzEo-iGQjYEKi){5oR z;NTU}lwoDu`%j9BGSku^+Q4&1*XoFP>y2?WSx3+@jFICcw<>&AFh6oJ+_!)A@FAu6 z-4es6;8@Qb@Dr1h3)s;VwwpJi0r|Svr?AH~TGj1(g}N>(8)!2Ox;SSqi5h*^VUMQ! zPjY>0&FO1j(23if*(ZGBPyOE7Z!*}Y6)OAuc6`kDnKQ=cPRFlS>>i9i^520swoePW zf_Z2gZg%u3Pdc9B%quip2rJmdo{DUfV_qviq&Vodkf8Eydb+~fiKUP2n-M_*cyrGi{ljk$Gh2*&QE?;{`Kl; zwD-wkT~-b^Q~6*w=IErKzeXwntD>bs;_on{lPrUy_}^&r^-XRGEUu}*cQdN>|A(6U-0TLlG1>BW^427 zR+>@RN7zuVh_ef(nEvA0Vbq80qsd7dLtiU+Lztr>1xinc!qBbaHTupJTbY7>kRgoG z$YciDn2Ut!SueOSa5;O@sw5z%eh9k`8-LJb?Rupy?k<5OYP@pC#e+b3Wk>izUd-@pKP5OxnF0~#346Siawf$c58AK5nzzAxfz!dDz` z5{coTS@4reZ z0{zrnC_4e^-hb51$Q;2%&Eo#)<45!XxI?Bi@nicFSMW>ZEq)q^a%@VMt@cZoKBkULDPkdk$n9pP=`SS z22F;pZX&3Tv`#!WE{2(bivN!GCB7*OO#Y0%2WjgNYmF38RYzw(Ixm3aBs71aPS=co zzYuvFuR_FUg+s^L+1VV)%+%TU@88Gh6A6iAt{XYiMHgA9P6ltTT(H=Ea$$dDz1*=+ zXYDdi%ig?hqL_cH=9>y_19h;9;$d%HC6h1f+DwoZ5bF4;u2xMcZ$089Xz9oG^clV` zHaa>!daitNT~A*7cAW(p?eEF9($8r(1zKiQ)|KM#?E_GZ&L3Y;37}u`l?^}wimxxn zvQOO?tEg2WEnp*$zLpR*(*3hX`m{dFVi9%Bq zuL4H^7CN5jeLmFKcbcxnxBS3a2x1ES0LlgCXwT^nhtLNu_%QC?|FqYf_%?m?%zggH zB!XHG&r^{HFA5~vyZze4Tk^i&{}HO+&?- zQQ^9B)EWSNp_vnzrl#0i&P!AsO8feAPYeyaeDcu?xCd|_;r1K;Q|rt9o80p7IwSM; z29XrCm)DlQIn){C2S#8yMCCkpWGqytFSJHqBdNoUu5WoP&} zLET(QqmunK5Vp%tfL**y6k!g7soc=Y{irwojVOSG928BRII*UaeeVB^z_zetlsZG%M%X=@QboC=;r`G zrp)t4LB}7`Gjy&cmS{^VM^U&!oQOX_FV?~2RxyAKF5wTEX2uQza&k4m1u7~~mLgR< zv+IoZdFYf-Ehl&r8MnJj-UHi%s?<=BCPj@vfQKE9p$oTLOzPKn1S6dYjC{=594i(` zXXN+x0C|-V6C;+n3SZgeiGPHRi$m?{(~eoM(_`6~MxaN^@K8#>aZW^NK-#F%tH4l@ zj*?s?uEBLZk}t#X zx-mKpZnQE9gN@geP$-~?^@=4j~Qiz&O(kFMA3!iE0NpIIUmVU$1mC~O^8uH1HsIQ@jb zr5G>CMCIcmNALB#a+5&yF0-xq7&U=9*l@6J^RRoDXF=l}h2&+wQirL>ZaL=zFVd?! z$dw+9ud^jf*&kW+wp;4Nwi}jr6@kJMO@xvgMxMWXnc8V1n~BgGAFyU$z8HVg&bgah zmHvBw!VL*=ag;8IqK6bAENq(!KfK7gX#Qy06n3)zE~BSw?rLq_9o=XmgmPCyLj$-o zib1&Aq@+kf-ER>Z6AQ2TckG(phn0T&77oO1_)Q2gmQkw@9CTmJwIM(L2c#mv%ei zZtcl1J&82D;o&$FAxu0c(L=EJFEfmtb%N{LMB|Eb-3sFIM&D*r)D^*t?xUAXES+TZF^ zY21gyv+b!wsO3c~cL$hV4ZKf1`YQqebK-vl21>Zvlwi}DaHM% zM!-XA5IrG^qz|2LgMX**uKy0E&Evdfi_tM~iX+MA*~B$_*|R0xQ~}(oAFPTo2`ED@ zKo*@3{8>Qur=v=TE^cB^gGd$4bCG!IPKejKr2kZJwjQ5nRlq#qIL33 zQmcQ>Mnf_QoLB#ejQb?=W}x1S*!zLr!4;CrK1a;PLxWH1**-n(LvA4Bn z0r(4fE-ieT@Z(zSty~%4Iri(f=j?$l&DWk@(sT6grIZCp6`D?uHX^R54?90UyhumW zBGPLsc&4y}rpd|&aF7LBs-%K2)?(tKR_e}Dk=D>5 zaE%yBGae+Pup;h_jTdW(W7-qdbkQ~H;WrB+XJi6V{mj^TqQ-l%(;qzU5$&VMXeqeJ zjs+8#Dp-qZYmpr+xfV^ihhV&4fuMd+a`}PqmDPZiBHwbMDYV}cZF`xNFc~mO=(-^l zt2Dp$+t*zjD1J3G-a`3se{}&4H`wwqzOaIFYj`8|9!b)P9vvQKXz7cK7f5MlI!w+Q z+d$beMy`K5BlmrJ8Vx`CEn+K+CuwFLD4Q*e$8@r{zsi+} z=$>T|EB@=)Xz2S%^bit42`i`P0(>#yEjig6loq}0DuF5r#ige7f}-)p{S|@&Jn@($ z0^S3XbPg$xZ`wzWY>hSqy_dK%l8G$aQ>9;{hfKJ$+WsWyN|(x#d!uiK8f?zFIr z4P6P~wEt3F@_YXKr%)ah&v+BwaVJNijAO6<Mh)gQZ@O#$m;-p>SLtzK%Gh3PlT~TCXHZeD}QI;4S zdeJpmZghv@z~+tq0}GT7G|WFw?mAJ$?ajp&+w_2_r0pT5p=@=YsNAR;wdPUc9j1vB_ko4P`WsX}0A6-N4#c2jgQnm<&IYl(YUpqIN?bx=zUvFeJ zj>hD{dtxHH(3Q=y%2LT#z(P-Yb|&q*Q#)C0w;4^1??Z48&W^n9oWj26{H@o@%*^N_ zLb4Hx)#LC2`Bz7;wViw$@P0UMsmH1qqWt7`&ogAd4zVW#qLoCm4teyyw77G<w65^S_Dd!#?F#x@P=!5vhD03Br>(V-wBAaw4})ZBNeY z+9kZI=EOC8`$=h8kzoJxr;0pWwGAfkf2*1?yZx>Iwc|C>Kqujd{b7U0?uR%y*n7Ur z4n2E6;(q;fs?n2hQFBHHW`o*Mx|jMBN#iz$-()Kdocx(QPL+4){8t5Cp@hcQtgFXp zRo}ZN#KwCNnQt}bv#2VKofp$+Qk7!MtAAg9lEL*)gHynp37V6ByOZUtR>GbZ-tXK) z`}ZK1GI=-|%eC&_(4jT+`j!^;Ub)>AwMVxxkx?VGA&Q43>X|E`044=3rl8~6EIY$8 zb~BOvY#jHFPrLLe#ddzb#v@79qDL(9*`a3NiHtx@l5rhRL8zOwzTYN2#N-t5+L^VZy|D?&aa}{Kbo-1yU2SQ0>EP zfky1Wfdg>n;18P7Z8Ce~h!xl-s7Vq33Td@QspVo2-GyW z%CAv|-wj9?P{N_^nt_X(nzC!wC}6)feav$_9F` zO#pxRvx_cbleR5C8gN&geo*zFoX?_;B;$5paryY>-k$aLu_vorX$ODJ?~*2;e{{t0 z$y{K2VYa~#L1ZMHyozJrrCR6$^FqbTxAVkM7J}FDq zK!_q2Tg>0LEvrl*UIZg~nZuungoc#5Fo$2HP7ZPJlYDz>hj?_zMV6>x!P^Zs#ac|K zcMGvMyV5EVwl_;k(kL<93)>B^j25lZXO^f^d_NETZw_gj>-^R(w4I4N&Yu`%%n5Dr zIP(um^tthYi?%^N%$`!gg6{~y!pdrNbzzJ-IxL%?qZ#`IGlAf>Hy-VdRCJW&z$nLO zeM|~*E|R{W=m085G+>?&!k#lSFp>Dj_wQ$aAI=@p>=3#6-VSatG}a9x??|Q=;O*D1 zUzg#eSBuylQU_UTi{{P`j{4zhi$cjX-*0eJk9tVm;*@#(-VQW;RJK;11)x!OaYq%I zwzERb5x0eLep3f)F+nQp15+T1JCa8y!cz+K%k=S+gVXp6)~-uuXz~9~O{&1aq}2KL zZHA<4y`9*pF?b5|&l@9Q#K=O0?kFI zr*r=N^UyVP&EOG{r8VMm|83List<@6!SjoMH{w+uqEd!(wC(}Dj?>Fnz%yDcKbBy} zOHYsC!u(}O05BpdJnfu+%~uR~Lwy0(Am8Bkq2w08Q3=EzhvQF;UO~MIjsZZ@n-{o2 zv`k(DkSLb)zE^XSVQuit!FjX0JFf?GDYr$BZ~vq>Z>&f6;KqggYvazF{z>ao>U!#w zmZc)%G)Fo+8QuD%$<0kKJhNCd&3r-o*7)F@g|sr2%M3?Dc}V<_s&3G!yN8CKiTtih z-p-8*;5`d#RKf^9Yh*l%0EXCY^{(dplk{gcvhE5qd2Z*)kY@_b=F%Aaet-}dbV-i3 z_E_zuXv$DURK^_Kw+@aMhnc**(Y)Kmm2nRFVfbv241ui3)v9^FuKAS)3KtH@3ltdO`9`Pn zyk!unvhVGXRpcN#|zdrT9UK@8l& zjf@~zNB|Z)CBCY0B&MfV0rt7&I0?%Ld%KT<5s}>7=~|--bLGi6RiJ>`hHh^1(7d^!3pwX@m!F>=zjmIve6+LOczkQ4YC?gzK<{PfR!h`}Gy1o`KOH(~ zVB^ZvV<)a6YkC76@e)4hk{ zTdjc?c#~jod_2&a^B%ZZ+J_KP%=1I#i+;y=^aa+84+7WFhm`uRxgk)w_XiRwk@UDP zW(#T$+;gO?dI&AgUPfayg{XHZIZr@1g|IkX*kJnm(`M|Dfcy853XHl&*mjEvo(_5IaWO z0PS*&GHhYRD%YRn1J0NGdcO<-An5G{1q@~&;h)k&u&zm1PExN~1zJ;lYmonywr zV0KUX@ijNg$z@N8@zzirik=_$vZQZ5*^}!ntfBsmgNp-`9_f{j^RDELKH?6{BD-%V zuM?O(azr9O%8uCs=)|BQdgEXSV_Gc$=c)owyc8moRDZw6GG9n;{oD zI4+K{us66cx7k=q#ugj#-?9AG_5U?=$M34;#>ekYAR-4R>nk!tDG4O=tgtYO86XYl zJ&~t~R)r)>ITDAcf6OmO7%8Zdq$HSLliT5GArJs%3hSVF zR&K`YV=S~n$p9`oJ38P!g6oqd2RI<8X&-4>8JU9aX$Xzs=Rg$0hn>XXXV8xT!FlkW z`ez)E%7(LlHzn#>Oq3 zAYZ}J2ulZc27qOlaEyb{5oe&xBh4UJe$rzGw+Fg8q2%cH2@)7LHFa8}0q2^9NcqKP zIu@0Ok^$uuHl*1<`=c9!lT1a<1~q|HNW&LI<7sJ-?|qw@K@9A>^2poP_Z~KRzQvLB zmTvlyWZ2nNpu(n41f0H4+!RhlpuDD zB^)aipqyI;OE_}RH|zIRKMUB}#C|5}AH2Li&978q67T+#@hX%_AAv^VbIQoTYzR_J z!jdqCdPDnA1lAcr(pTZ@!8gL~`e^3PpLO`+)p$$$X9by$^p#`XksS9sX=or?ZV>jH zK8H|hnuNQ^H7zA}>eh zP+Oc1nF$Ah5Zwr2j*Bq4LL5n_eBtY#JAID+V=)r`s|^Q`B8!{osn>kAk21uG!MxjaI!whowrMZE^p@%wanU zk`Ek{oT<{!Kd<$kRrZ$*r)K>=%|X+1ACnQDDw~=4Ev%)j4VsGu9}WkB>s4l-v(gHS z1R1DBXpyH%L~!Wi^8%RIt;H{R^e6z2ItzwynFXJLA4>?!fT=fWUcL_D%>xsz+QNR&MSXJ0)?bm>m#Y7VMFS?*(GIuD7ej?Hgl~stG9A zBqSi+DK9Fz#dQN#w}b>ntoCQIh+~sV2g7U+ENF`^g!wbwTM?WoSn9~LZ4hB0^gF)% zIDL6fG;DMDYto389bxr&$4Gu=pvJ*s;Vffv4}O#e5tWv-(N$?qdViy$-Xjdu;8K7r z6S&~?l#|Qsn%YB2rnwh`n#=k}*0XZ#!jFCSvkiZKfX>cCpWec9XTHVhiwi@`QS}#; z)LDBMmn#*19irMcznh>%tF7YWOTKU6bL=0Hfq0)`@^)GRKe-`GTb+>!U37EZRmy11 zVPCqmn7qduZk2zA`24$pgpe+jpf~17X_Ghab}BC z^G|azv{;KmsYn-*l|bRxi?Iq?y3B+)ADP|fA9{Zu_;nnvq;KEsvj3uCZX82uMKzkU za7$ZcWt$i`dBPGBjPi^UCX+4}6J$=TAH*q)R zZn_8%@`i%pO<~7+V1SAp6N&E7Wp0UEVh3EW!d+nMElBhy-mhr7_-YMW3@27$8;lb)HX^u^Pe0BS&!2 zdR6YvkdD;wUM*^1m%4gobNt1Lg1Q|l##y%=9fgJlbaXO=x1~hodIU$kFoO<9=)TMXP>C|Nx6 z|BQrF34RWwl_n5szG9;7-}xGIZEfzvRtN*g2x97p5JRTbp*M{0LNF)!UA}G}EZ6l* zuYK2kY5M<4MBW8NS1`yJ7$ob5Q2suSb*I1}l}?wit?oNlbmND?K^a89iKg5yQe#lW z)tCL&VTVQ&a@YLUS6wByVDBFpv6RgW0I*uxhs7lzfS_@e^sM6}H-KhwG@}c~8GxYl~F*1EM4PN04qC`}yY6kG~1823W}iC-R6 z@@cZLJewbKIa%Zcq~@la7{RzC$o*Gl`yra!7pX|79dUuTh5eDPWmD|5#~+ZH{ndWg z0|Mj-&?5~afjLNi7?P<;O-Ka5-YwEdpI4U~JigxD8@u0bKOvkf>M_mV%^%JCI`Zj8 z=Z}OkoTAJ1PJ#Yptqg`?#FFXh z{Z|As47nyKmlD-Ukw!LM8G~QGI24|LyM-K0T6+34Jzm0nXz>wvf=NC)d-FrvCH30mBRuFsgzC(fE~AS8t+0n7sC9z3aae1X0;A!I}s4a_5y7 zyq-TTL=1IxFY*>bcfOX{Oq#u52D7@Ugm)vxxFBOUW2W`^e{t*EF4D;o0v`j^Ij_xB zx&gD!)3Nxi+}D2DfAb|Y4_v+_FG%6!x;7A{S#Y;cXOF1u2a2JxjPW8##~r7r)vuR7 z89cLGcBL+O8*12UH(_3k>fRalsmQzraU8K@FdiU<#Gmv1n`5+zx3oIFnUvyl?cI5= z0pl5Tg0==v#pcq4>PAJ5{k6uZy`&jQvNt+v2Btlrlz53uND%zwLC_N6t958MRC_oM z4Q4qqyUKhPM!`!oJG_8K1wohICEjm3m$AygrcO3n{%XI1r6j^4R_WAqlNAg*7_X9s z<1jl^;^2VeOz3X~=EevKAvIzN)oN!B9biZat!2n`%$cicg1Mrs6cmC|hEH(NJ?W8h z9(wJoP^Nk)3aOmtWlpA>e_At5P+KisgK4g#+Zc-NoncPH<8RX>=G)$)EWu59?v9{Q zg8Hz4f?U@Kv|Yiy(Z%8!X+cwi9j=bIhw#Rs}f7Lrj|=cb(RG~WCBcI!dCh5;)GD1wGauEUj@JKPeIOh{6> z08UWsCmp;Sxa~`H!q;yi0sBk(!n21Dl`}f&Odurx2sFBD67XlilW6qpYQzd23pCbd~_ww@Q zcY~Tgb@cwj|4Zt04*1)Tjw10@0sF0HG>kHcUG-NwtDph^|Rl8uu$j}p49oJhiKMQXgm^vO3DJ+V9zts4G4=3g*p)$on){su- z4ZU~5J@>(bgNd!@sX0)J0p~^_Li(|bO_QDU{u49-1L+U9HhWK+4+dlv zU8bb{@cI0owI%gTLmdM~7qdSaF;|vC7*3V#aLEaAEK zQQ0_(psSf1s;aE2A}N_|xJP#IGTQvby27kgeEwJa7CLvy;K!?~s=}N>WF#fLl7{P{ z5{#s5TeF6|4M@#G$uh)k{85EJQq-CTD)XUh2jhk#8jop@8nNS03r5r6E7`O9>NtQp z41nM`;r0;Mc}-2`Sa}5JHM`)*&_4fgOVs+DKEpvrGz(L_Q%=&r@rVwH6wr=9Gx!oGECL|K<*?alF5CWTNJncp!;i+)cgpFk|?#W!>a?7_K%J-uiB zKl_&>B}cl;-G+M!uO<)ayZ&;2xtO&57v+Hsk4MbC{G)c+cHCQI#>ZW+G(UWVpv#DCCpa zQMQ=nrKObXdr&P}i`wgRvfxsin-g!}m@Jb@U#;s5xZ6F^+0<-xY;oA;ub!Ta-=F8K zlE#8}TAeZ-r~+)ZMWP^qOr(0FL~!NzZ(OikjFEQ_?nvJ2nV~X8kVjbL^mL^1gSC*f zj!n6%zlbJZtn5bF_e`8@mL_F^zPJ0`me`Mog`OUa73JcOO6auVtNu{ySd+~U-Nstt zWvDT2o+8g@4LdBQtIMWz&jFu~GV?o^7ROW5S#KKS9eQGDg&^?8%BHN+aR;lxY z1U>J+VZvALEe>ZJm+e2N%!S+kuF8Oahhg(Q(?yJ(NbOI{6^4cH&IC$gHQr7E`yhGw z?&rSRr90ZJMM;D&X{OnkGY~Bzj+Zxa(#pu_PUlv~gqzK6xqQP;+Ib{9!n;cfV8Nqv z6u&&lmq1KumPnzo?Ywe@kG%!4z@%0Z9tnM>#u?WC&fX!m`kr)`DQ=$--Djrxc;i(e ztglm8?9lvAewgz8+j(co?F4CdIq zYofzw`UCzp90zp!rL3Epv3Y!HN*5r8W{$Q`wJA2FZHObOvv_+lA8ynkPeoeDB=^s(xx>ThX< zKLp!TgEk+MmniZqBm$Yofzmt8p}@dF*SzbwdG~W%;j;KyxCwf{bGVNL3ARs4MX81* zK`rv)#Zt4}rmO$h$0skp4z%6{<;OzvDlQ-c@8aKqcn3j^S0 z0kMkxIAQX{T}=HygRxp-`}5Y4b&^XNPoP&-yo3C6YVIY`6xA1*45a&kq3A1|s3`Q{1J`*a)~WCDS!Z{lhQK8ALr)y|> zDPl?<2|G(o^~D$#%o7ohwnftXzd%M@mJZ4>SOy#$cRyaZDGZmzdCXjGpBTLgZ1?WT z=g^y^?n&f5e!cl-2-sH!Jo*qwB zyY2(_C6S7#=}^m7k9&!*{9g05v9a>MgF_tQx4mku9Ri+->BAmW%zx!r2MXcPYU zvDs^%V*sHaXuGRe>gdjQlo}zw`Hm)8Aas0CJa#|7>gH$GHC#KqNwK}8Pf$r&RU^yP zM6cF=Yp^G6uFy3~GJgk_V!h(%O9RNF?cQgDsGD#*p{I8`>m7vrot`M~@~W!RvmXIL zO?8jpWv9V02+tovYUD7GhG0?FzwfB=c~r!ueTv%8N%HZH={(YuDYbwAqz0tVh>~=g z*dS>=R0O!9k0aw-LIPMy<+k)m=p zY~3PZB@feW_6ZvPL^w5RbwnXT`k7@&1rNqj;X$Vy%Em;~j?OUNv_nD{UOK}43O@-M zL@;ycpAe@Fse4&}XYf1hLkHw38i`w%G$Xi|ly!s9e4Ke?XuI%+#Kgs~Nn>gg`gmlJ zVeL|)UE~!H%`jQc8G#m*ZL_AUH-0DL%P3?~; zWv*Sjrg2Zw@>4!EsHhAO9_8|RmibA~?859|nfKSqzhr^qq82QAN<+6gh0WfZ*a$t# znEA%~?+T=R<=G*U^YG#L5A&^8{82cUvstA`iR{p{cUp@wN9W*ZoN$Ap8iFbX2Hp!- zU)1L8^qX@Z}jV~70%priXa{@5`X@Gpg{g9Mj&HUzrY2CBBn4fNT{JvVHQOIykET^c0EGE`p|{Ctz-&t?Xh7vM}09Fdq^P6&EhQ zjP?l+)6DbPjUsAD%7h%&%zteHwGl)$`XYwKR@lz33Xw$QA+_;lk0#Pu)VrN5lE+EE z7#QXMhS^QtIh*-+V2Y%{n||KoF#G*Gqtda&)_XG7?_eBMhKT}$>_VibT`J6=;_BT# z8R#$uVWoxXu%Zy*03a9O`4h)6U{%~2`v@Gnfk7D-orlzwTnCuz5g6`^&{d);U}g?F zq@eskVxP##fRglsQKQK<>z8odrqBCsCp^{vaqyOO2~s9h6MQnDUPL>TNSsDxJ~@-$ z%2@+?J*^XG`4bx+Z5^Ew>c!QxTLUuwX}qNV z+s{RQNg`lT;xo;jWECPLudpPp8apQ@)qHJTeEoI4%oqbhD@_V95D9HmN;dyuY)Stt zoQ9LMIk2>pfw&W76Imz|vEAM`>lJQk({UG1!`BLQpmdizhwYFYZ|F0@lSov?hEDMm z;O+5OU|9FBLG%qx|52k7>xI!qCZ&{S4DCSsI==$i&K<@sQmOg%FEzm~6}}6Ip9Pu2 zEpf=oF6C>Yr^}e?>@(uL6~O?>p?-n!aTGDA73;>P`klRE(HIH{kbJYj+h~A8bOy7# z*pn&S+fO4^8KQadx)SfTiY3AJKUjXgVE2xil>f|%;KZRUU4cV&Y~k+lC2_~k_?RU6 z65B;?p75y`QG+NE4_^neM{4qB*GY|hG4*b-DvP>cBuoK4&=fIfEyHjQz=4ZQq+%QI z%BGmcedsoZZ}~{qSs?G<9~eDE7L!Zj3yGIMeS|j(`VS0ji$BA8EaD_fIEI4&#C?4Y zY-9y~FlutuD_c7WlS~SggPgQfP}kbt*`8$|KDG9Bu4=VD!#zFzIk&rSUq_eBdU2QI zT?2zrDihNfhF9+2UJdp4pVR*MW^0|>qg%Zp*dvs|z1RDD)ONyfNUq?`rREnIo_lCM zOnhw|2z_2!+Kt;tZ=^}iVNP1t+}xQec+WkLW1BF9PR^Eng>72xb-mj_K&(l5lamWHj{RvH?aiAPcEu=fv8X&Z;z@42j+b zweMYOn_QEebr`$&&#QtNZVRJ;Y`4;lXTGzC(NQQt`FFs<>g>Y8HTvO_?UA`c`b zCY5d!d`z=?3AYC8R^TySp0+X{0*@>29PuB&ADA8l=0W z??%r#_kN%M5cbUMJu_=&t@W(u$>ec1J6>uAoW!@|2e3R&hNsoOKiz&gz-d@cB=Xb; z3qH@%q|qZmz=K@(4q|)>00)ncQSuXOTvL5m&^x~tVoZcu2`7Tp4o3T5EC5v}Rorbc zAQ4`eI+I~fhR*eDYiDK^Jsv3-%415af9kc7!TxlS)*Aiu$gMUmrGA>xq@Q&p3b-Z# z6xA<>v!Z&Yj_kCGDhJr%Zy)QaXNm%j zfH5Q2>__3yX2fnCx{sQGpE5c(llkM@g?#c$fNk;6?F%hr*YN$~$EK~WZ?pcF4u}?3 z)BCCVZSL1Kg>0=!aODP3z}XL(BbBD7zH%QA;^F$ax;Q&Y;{}$GGOl1T*a7*m8BOi3 zHBYxss>m5@f*^yayLcjo5$Wk8#D@Bp!jq#{3s%x61wKmTok1ite_k&|^I1Cs7~sb1 zGu@19x%)eZ(kq=SBwn0>fG@wjqI{{v6gSJHV|)P+|CzP7eYvv@=c4I!a=+lWbTXHo zBd#5I-Gg7zC+UQCoqx)F)CKMg#ak}m*13;sB6hYLRv8UH&PZ6Mkq8o7E5VHmE)Ye% z@#RWC!vCgR&= z3fLnO(>6|9=!n9*)Xfuucgy-m3m*1|q?Z+C3eYSH$A| zN)QerS(yb5FNLm1*rZBw4jq9pQINo)EzA&^=;WnxMo+685NV?F%aLI~njNXo;3z6D zH?X0Eo712GI`6y*>&4R?7at=gJ;cwANFFN*sF6&^Ie!&E{tA8fwB>d<`FY0o%Sr1) zJ?U3*qwpyN_LN<`(9Wit2Vk8%S)`d-!eSx>2@s{_x&$H*6j&%Fo5H}KaaSDdsID|- zx0HSlq=WwJbeoEDXS9LuP<{xj=qVUF=RTO-&TWDAEmP|L3op}fPe_xe}y}_ z!k{ONwO?&f%Cdud-XkyvBf-9wCQ|w|e)#i#Gjqw}EyY>E@d6tE>DrL|s=oer$Q#98 z>=r{JThh0)0-|rgrnqgW)}}d&mY6QfUDjARXi1e&w524M^T(Aeddo^HO2pj)?|@|p zSRFQ#&q9Md)~RJKljlk0R%Z?1dz<(4AFDSHk9Wq~sUFKHE*Egz13y8M&G7~_FYNwi zk`RpameGuk=q;Fxqx@>4I^URIV)NKG` zTx&4^am?F{J^T=W^dCef70)=_Qn{K~BEgBo1x^bqp!~kq#ris?prE@we@tIvjhcWO z1AaO23$o}mikRFmtQ@W={POK2;qXvRdFlRdPd>n*dvkTjVF%FOIT06EJL%Td{;s^@ zSajD|;pL;GLWF<@Nfs$V1qK4q^mxiBQr`(zVh}*`1l%U=DS=Jb#7rSyl39hhAD=iK2 zx2AhVjlngj0s9UfLYOv9F280^M=r-zb|@c%=PRoy7jJ`m+r=1KbVZqdQ`7Ebi||6efBnFD7H2&}F;Y#h&$3Q~OE4Ed&7ifa?VO`!aKQEP0;m9k&fDH1{pL zOgchsg?)VU>)MFK%U;n%i@%J`Q)^(W;cD zup?RX8UM+;L{)!u*3ji4FJhcF@GD^JyD)9LAiON+g-|2fuz3Ub6CvKgWSnH-?*?SV zdk6dK0n)RJSf!5TU*_JO*e@>ApzTmb&@h6R`G6?R{XS!6HRDEFY7kG#-gY#lIHr=9 zJ|h)F*F<@6t#;GdNw62&OAKn4Z97-?Pba_W2O>9E9*;zP^DUse@FMyV`ZO%Q9i!v> zyD>drY%uI0Z-B z89d(XjXKAX^<5();K~Z_yLwmVzMrlI zy5d?l408;zy4H(rhR<0fj?g`QHHAWvHbTwDb0H|^j|7))_nz|Qv7iZCGzm%pX&%*+ zFv>hSd<#U7s6PrEksTqh(O!lRkBQ)78(w-7ou4a(5ASE^z^Hua&MQjd1^ef>hUEU0 z8Il&B;|@-gbWpE_l-2yt_#6v3UYdS6>UGuSCR-`O)|;TQU^u^-VrulirGW0g&Jp{! zaT7BH6Go};C0aWM-mJ;6h>#@OIdgK;SRiyr=nMEiuND*r-BMa!s!t@{yNMw?ZTe2# z(m$e~+~waUTvTtBTzFJTWli6y;f2tj^MpU5h7_(nZteeh!>JzMZ(S;Qi)-aac$}OY*bbE}+aj3f5Kw(z+i-r#R%F@x81k)qK+ecS@=qm26s& z!y@B4WKq(9=-*$zOgj@Doo<|ov>FHm@3J0nP58=b<1-?cs$MvGKe!U=XhKlL7l?t`gz=H|Q<4nkiga|ME~sb=6;Vr}O{c z!WdD4JUDUvOBs;nuGCI1H@4x&YL0?a8!dBN^HLA`3^gNLP z1AI$5)j2N-r5=PZax9SP`htW1^g-|c`5Xz77UKF~j`Ub$G6OtD5#064zm30aAfGh5 z%c%SiOpMpi@D9jF1MC00um!}XTgeB%O(LU%2u~a}praue#XkM%^=0V|?I4tzxu8(N zicf>qoFant2t_vO{&(Ffxo&PKkYmU~i3LNAg~xs|J;i!4V=va=9R4-5fJeg^be7wv z;gs^RlAjjzNb$fL-E|Ivl1t73S^r}l_(l_F;<9NG;X&wucp(s2vXfY1E+SkmP=1_` zE5YNInuFWm36!)#VG`}Q@o#IPe{Bl)Yv33B$Zy+f zJssdRCpf=>w&)u}zfn*-Bm}M?gjMKLa+$DYIA3s#`mYT(SRuxrKHEp;dN+Lt?>zeqaOjO>f|2D$k@rWCmj#Ew{^W;$uA} zlu9e1WFcT+?5e+;a}{y^T?#JdsZ)#Vuw4%1v%Yn%`BeuFzc!8s^m9Frte*inIU`k# z(T;1Q0f*e@o02LC45w8|`l5ZIP`S`?QznPaf97sC8eBku0rp$Py&TVys3-NjP%*dW ztF@Tv{<-CBE3*D%(`jXnzrNj((`@Bs)B8H^Sm489g?ltrcXI#_p?cCBbh(gUu3vG9 z&3z`OIm>Zp>>xej4q_N~#P$eddznr?s90tbgUcu1fb#Vfa*o(hSM=b;c0hFsFyY=ddV2pSbyTR zewFpOIQ|od+U%_s2fGIL*C{N}?t;dBGx4~M&%tkJa}_bEi%hmkaZiVfq1^ZobfhKK zBC%x;E0OaOSxRPCG^*NCRLBEY4Ke>=LAXYnKU*5G6>ThaxR6n*gq>GcxB8Dd$<8XX zFiTiS*BofG%Ncpg5Us3K_Gt0A3cr8>UYiwX2|a;dA(Jb2;(|!;3+H zMiFr)_rID`^1N|*Fc{jQD`$qB?Zz~)3{Q=}nMLsHhb77>9pV{mNNi*mZolDylS9_$ zb|TZ%elv^DZh$_pQ?kd=xL>qt! z1>}+be16QZ8*&SFUQP^L<4?YTWKqZ6ui1tks4XOc=I!y$o9dkQnxC>2_jw<--Yt%H zGRYsdl^HH)jTddgHD?aQkWMTjv%)KYuy&ir#yr#o7n>H;wRH^|V%^8J)Y>-jT!?qW z#$V-pcT>KA-&Zn%k&>EJ=E&mLO<952D#p@~lO}p1oM3CYsx~5vI^|t{h5}{T(0CKQ_X2`=D-5V zW>42ytGnLWh4)*o9Nc9bQt1BiI2vf$&$%d`l|PY!(0^y|TPf>nq~V3wp@$dpWSV*K zej%r@J$p}WH4l(L3B*rBZ59&gBHqv$ZND~70VMtihzJ0-*c!&^6ls27*roI!7Z;by z%ga~<6A%^*vTT%D9s6VIioapD1?YQWg2-|O4TdhG4CV;Mi{%C5zfg9@$rXv@pkKq@ z(K`R6L;QiDfHeX7=qt4~HG{pwu4~KE`D4fCnwf<9x@^;iWo z$ZxwG*}gzkQ@QqT9x5cqtOoXVOQoR>UT4xuEaiDrLgQ#lYnl9ZOe$$C5g zlhFKgOR#F+3Vx+ybq+7B1WSikvEUdE7I?hs9O0WbN3qC?etx7*tJy*UT70mM?_%?0 zgin5(skmXzFekR@SbwK+gCOn+@BI2mwf}9ckK9wB`MLaZr7Q>wWsRlO&iiy)_W7)A zPH*w&ELC7~9f@zZ+Z+v7`O|M7R~XcR0uZU)q#p*w-63a|YFK`Og%%V8n!&F`QD15H zfClnL17bo70D!~U+Fo96^YDW@JQslBdjLfe0Ob~trV;)QhbldR1%uV6A9;AfV>#hS zhLD|I$6a@s84O~LQ-OZj!@E9{FtPwo5D@22#iW|J7nyixdpe`FRR~%PJLgd*cDzn~hjc>jM_FhkdF|_UH2*LPT9` z&`4s3@xH~~Z%jdtHpAYIUq#Peantv4lo%&6$l?_3xF7EiL-lUM2A*npzE|hI8ZGp6 zZ+Bi_N*GV4Tec}V_q5kTbi9RTX-#m24-IbKGb31bFKvSVvGL?hF41gP`mWrL(K z>e%=kIVjMG%fW;eO`TV6wxfuZG$%#Npl$OqU$;5Cn9!!yS;dRjX?sZA)J%&h2E{S} zbP>Ym-)JC21_zbsEr0!RyvZD#U&jBllx2 zD3m~1d}ZYx;O%%=sJ)6A^Kv-*x$qWyN^4pq%w3<~u|}ET{c;NI>B@*ZC$5UQD-~vx z<@p*yvro2tSA29s2A^Y7ml^}QOls?jK4wMHSWjQOSM+V#gXQh_z2zgjyb_zqHlYcT z9k0jIoqi&b&ufyx9VV`CnHsOeBof$$Yq#FHcTsK35xq<_*Zb+ZMJhWQXuH6^q1$XE zc(KU<4wWq&iE?6zg5y%R3MW`3a*$9>k@4l>n+4m=;Rs!|WHU?9#H9&1E*XUh@c%_AHd>O18Zf=n5QdyVAZ1X4g-FraXW%~Cs9xKKGwaiIf)riy)LWQ<B#Y>_@) z?J?PBs6}qZWUXE=-M}DPaL9&M&OM){kH(C^H}@!?jaf;QUPWa+OkZ=|5Ji;)?s)E% zU*A376g}g7uIKca%hUI5a{Q2YR7Ps;YkM;-=zU2io5UmWM)&TtT}DlSEs!oFO=;0d z?f_pd?)}(CtvXH%VtdmW!^@3fLWLF7gxDI2>|`=;xs{HnSl+r!k}@~6&=^wlxxTF5{j zU0m2=jFN|^f+q`N*J}gw)e;grm9mxJMKR?XYnXbE>y_?uww4@SvC!^s=oTEF1FcCk z)s?s}m%^5do(5zfB+eBi`M(~Sgk;`Kv^)c)9yTsxjlezEd#%9zd2^t3$6HM2c2Cec z8!|b}cj|CAjtQ>O-s{|>(jCl%Sa+!X#(9!o|8}$V$1KzR$1|&6XiuK~XoFfH2hmvuDdS$~ly!M~MkY*wGCc zAXzP8yEQH|cr^1c%ne-|ZS7jnm!11dpB!>T?5NGc8`B+)N|#^2NlAq#s=k|s$wYxm zzx~J0aj$&f2E7)Yi7L-6Npl?Tr-lc;?xlC&M3PYaG4Fz51XAE7c4%V1U}*VdXtFx_ zBiD<_P@d@S#&vjNyU7{>zwmHEe3Ei9RjTb`sI}yx#9?ze*p1noasvw2?K;DyO<~_F z6hD@H2knHA(Yn||leKm>PkATA-Ol%TSyQ!{hdsa*CeiKb(7*BLHT$GT^HVDX-9g1? z<^6j4*!NfU_I$qcXGVi9pS~NkJYTM77)cdqaC?26-nCvXX=rr6VRqmcshWdm@ofFM z`jb#f#p)f6tnX=QkPH;d&sYI(hw=4ee%!a;?lznVZ55RRcg7Q(r>topJDx(Ryv}=5 zGd04h7bLVlD^e{qJUcu~nTqPP9Gu=BD_1b<%lfPXSD?a>pS(YuwHt}Ea$xES5I+x& zv}T2KV3@suBRsLwJ4>pj&~HjNpuEwA6Hvm*c4|bI$KTD9_td_7dOg zA1SAL%5>LA)5)gIbDuNVnO#k{W=?HA^!?~%h%aHF^PGQbtwhSl$LiMNiMS&7=ac92i-gXHtI0c+xd-`=PCf2V zs|BiHlSTKo`R2N4)5A~uay^F!Li;w3hf!S`FRMqb_CQ(E zqljU+1=SnX(Rme==;~|zA}ALA#HLuDs~-)UIX!ni&%c9bWax<#IhUS%JFolKGdjI@ za$Fm_V^;OAovh0b4BWSmop9%phy{E!?1!qWWq&2DUZ*q;9z3sKl&Oz6O!r&tbUrUc zw=X_lWW*?5rCQO5$!|Z%S`s4=_!ZU0^$yN8$b`A|pH-{Y9y>jM^!etpj2Bw?X%nA) za9y*I(%@$EZ-hq{h`aNM@%`ZaYASENWAK)V0n3&BWKa(Y0wk=m{8<-!sm(*&+0?{<|UXj&4>skelA6=b?bWZY5)(4JdMX|N6~d!m`L4 zIQ3^bfKcrf3drE>xAl&PEzOUoO{l>dFbi+0km+}QaF6-LxW4B6o!q*;J0JwD?|BF&hlJyh24|t-0=zuvkB>ZIezK(Vc_Um}ok&scqIZLEdrnORrrq(MJzA#MxywAZ|orDOPQxI-cP z&9#a!Uoed%Tq+2iEXZ_MxN3Q)ZtaBlB}yR+2aPq_#GN?rc)8KMLi=4>pt1#~1lmGe zTFET=o&kyfq*bxZIn(3-5nYtX@)fAMFUkn!EL(;EWta6DRo@=jRZpM-NjYK7TOCLP zN{S#z&Q52WeU#A_8UAE7&bd^TUqlR{k&R21^>+|mZ^lXYJ0d3~Nj^+nE z^<4z42UO3+BiQ!mOE3Ho(wT+{Ov-!Ir5r2fRT$%ykh;oclMt!bFIS+yb$8l<7GR|JvYvVgG_kj3id_n9rKb zGr05Q&_4n0`uKOBeZ$~KtL>2bo2tdHbq#|&kDWR#hRBhH6lalkz-KKi@sr7?Te`x2 zxd=@|%PPMe2!*s>pD)ja5?c?j-9+LU|p6>(Swb&FLj0`A_I z769U)fQ25ut~(~2GX1(mS3u(H-AHpo^a?SYug|aVgzN-nqgjHTj(W~HXtW`062%5- zM`7iA`R?2cq_TuTe! z4=~@V@hRE|LMWg8D!L%SB5^YJkh=8{Sm^y~U97$I?l&}W#)#aSAhIEcgRhk8p<4nG zQRXJKoX~H)`jmC1>T2%XX~xp|V`KS)6a)Xo0`LZ0?C+RxQ@{Z1w3G)ZkFFTFkOz3oI{NpUaRcwsJm~jt!W{57ShbHP5j}k ztE%I<2e;v9*AY(ZSR2zv!MRdT!3O1AJ^5Et;MN7SELRIfNry!^I=Ze=+}xPKt3MfQ z*%Uv3MLpV-fB~`qW=xcthT$iZCi$D|rxv+3IqR@hh)o@cQr=9zqBZ1;V$S~5`l$rRd; zo)(cwcYpCdykqBg+$jyc$i;S3F(e+}FH1&fO9+2?I+taTSx$DHOrJ1wH-_^RG- znvFVjVh1ZP#$?emYv_Q78n(Rn^Kjf>7!up+XRT;%v51%lFTZ+5mR0ZK9&AE{>v2 z9?4Fpz2>^sTHt=IbSIfS7`zvgBm#Z5}2 zSNmhLrg>h8?V^@2<_#NJ>(kJ~c6+UqX4o)5a46 zq>xgIw7<7fi8(OVn91YSvFY7Oxi}OsTBcs1Utj!I+hJp*^TB-4x8rgZR4NX`FCCnFdQYhAykQMxH8cW{S#9d~!%tn^S(rfgv z^#P)U)c}G3F=(UDz3LE6ax9$MJ{U%*v3ZB_%j;IjSSANAn3G(NgP&a=c|Y%brs;Y7R<|b6$WXPLkF0(3is{w)3%nem9eqz5D5&H~9;^&0ZY+hkoy+l|uXPX?t z(olbsIa`I}iad8Wbn7}?Mp&k^q)|Q$Wp8Sc(nDg?T$Y<-XoH!_ zK##5=R9tLlr&-U+^&Q?yZI*7r1)Ek?*@=GB6w=h43BS%HA*?6W-$Oi4v!jVqh0DuK zfzbry2dl1J>}D{!?6ZEVvpUpb#0A%-eB8RdGCf{W@?+g)yf|MGtj|rMvACpQKvx&? zE1(s3MHih<$|t*@ zRbE}ae)Mhn`b7G?7^tr^15LJct^c{QvJxP{0$8R2+5-7sw-xP^g1_%mP)YYejjk6P zE%H_A&4mR^bcnyp;Qj^=6cd36(ImJX5OGU373@x4q8=7lm7xrkLuUHIjx3C%mYD;A z%tW*0l8smP{SB6g3qON(&=fbr_!QA@OT03N?&N^5MmBf!jz_dvXs%^TIV?F-xgnu&XK@I{>yd9{;$%N1avNe<6$bulr zuw-h}#SHM%a{WMfEu|&}>2eof`)UU)8D&tf0=BF&){##Y26S=(IG3)b8$G;U3(pKP zA>D32Nus~P8IK>Ar}4m@@22g%wV@F$;qD%4bVg}4dLYYFE^a;`zEzE5v`k;;t@~tq zbSL_K&jmv`sBkqht2`Ga(hN%$j=&-fwW$xIGsD>7Z*r$FY|$iM?4u1dZHN(`^+y^F zNFiq&J}%~U1H7^f{8nFCc-BZVHb@;)`;XEF9~@3^gTl!3vMfFjwCwiZ!DdNc^E^KrX9Lr@+RY6%-gM6IGdz22ZpbrNokN)) zKY=UhxLy-<^uMNd{T2511ATutmS1MVN#@UM@t;>~&mQFs4i#s!e61@VH&A}IpMUv6 zsd(L_jF11fGgQP+%03#vF^D}@xpvKdHFz( zRGxIndH11YGwu>9&w(zkDOfvrxkZ#b^(dOMmIuWm+*tFIY8T_56!7lNNP(4Qqyb&J zq7ppSCJFg3RAxU`?64rz7DjyG5Y%MuJ+>Hl?>v5ohAA%IqEMzAKK}}5O?eoy%6(5a zEqx9Ogl216Iy!>W@&UtFOpG5BUQVf?iAz>7BwyEz30~7`KHZON-?kegP#KJ`Joq8d zza2Sia7SB!dOv@pqj`NB^%Y3Hd-=W}Dh-e=hHutMv0`5Nkx}!vnWIS0DzUW(%%&t!nB;JOM&Tb zkZGdQ0o~rRh$XvLhb`wnZNA`}lxD?V^@sK<-IF}C_?{-5EF5{7xzHv-aX-~32)a$Q zQKKMhEhkj*efS5s?8>pQ=~;}uJ-;f<;m-j-F_1 z#Z(erIQ=%ZyQU?1JG+P7$BUDSj!qLM5Cl>5Jq3sR&3|YGoly-Yc%%teB+fae`G@+j zwjghXk_bLUwMkEL3`-t3MwC*!#`AT*X}hhn01@Dm0xkiRnr3E=s1Y}|y!i{PX0$sA zMpuq7TJle_ILC5hTdg6}n<>jZ}a7%5Ul|*N|e#fR+??WaKpXiq(_Ni~D zrUsmG0=@L~$3uB3y2)tsha|hrzMT?;N7q$F=>di8Sfr)t8I$*>FD4C^5C`t2_L zHP5Ni-&g-E`9A2wMFzQ*xGd`Bl^C1^WfU%6I~SMB@4gD)RP4Ts)Dmp>WEWhEO-?eQ zh70eneb2py{J{om?H>>hFzJED`_<2L8%H9ozSj|1w!Y_A7m5rt2Sf#YNZU)Tr|Yup z!earJb2&liVl&2csfBdemdU1w?bm+Vy>I`*C1h!oTZF%X@bC}0ucqu#uh8Fo-C*W5 zzVfqO*)L2*`qEQ?4TG~HaK!tA^}B*jcrR5TI%rL!<-0wLL&Rr^zq7PwB0VRG2YL)# z&gfhuL3$i)x#wIyBJ`d*3EX;ibp^N`q$INm`|B3{X30z(!2GOflPHkT8fmB>4nL-Z zru=bb(9`4!!I3nekau_}M9i)1hwH?#uj|rk5RXm{dGCHG55R8vOjnAa2*Vnu=4fcm zp|B!@PFqDYP5;m5d{~p4T(4rh`sDpCCNH}{)8(Sty)kpQjk`2#sjj@p056{`Y06I+!*cmqo+x^1;vHSTlsPN zb1b<|(SX>@b(0$hB`)|A44DVi=)UvyKWo{dB^7Y+%<8Qs)t74?%HFlqNxNt=S(DV` zR$Nwn=QRVXa;W~8@8^Fkb*(xfx{aR+5;}1xrHLnpMewx24z}|*A23z>)6&Z_Bu-3~ zp(XpO!unYzTGFw{;Lv7rDajOT5{rLjnqPP_z`~K67)RWoSY~g4cp>H%S#l<7J*b@0 z%$QNnXIlQ%uIs9=)@ zn`LkWzW$CIfBcqf;B1h_C?Pj2t)}>H4nm`IngEp>8ueeq)}C4EoaAX@;Y6686wIKa zmWrk>rW@RCexh-%X4yDf`Y~_IX0R^JB84Rg>iBoFU}+&*9~*EMAo@XOO>1qqpML&# zYnw|SNKSy>`8rR;UQ_P5u1Xz|YTSB{QgIblwl5nhv)#jcCH{x}U0n)Wi?&zZ?DJSKW;%;iUYX5dn zIoTcLeBX6P)yQKtNKz_MR#?MI>OsI)1EbA@@AKUD{q|^N+5p8rgN|(?Ni-|so5A@3 zuGH)dNpucQ5oe3dCU~c;((ZYio*X`P3GYfE_@=eKV2O>Bmz-<5GuoAn_7y?9i^p^7 zw0Q^yQ59B(Ob2rOg=CeCmg-*sWIX@n4P!0CFt3q>`T>k0^2LX?(R5 z^VAoAXZ3|QDTl4B1`BKKYqCY*8sP@r8zPwi+5-+@v7EtN_4QXF|2(RL#`}b)C&v(` zST%QYMY9nvZr|86RIU^`h5Y$Q3p-19@-F0UZHgFGLi`m+L*ea>&&ILZaI4G%1e~_H zC{NmmA0t$OCx^b40XVAj=idRL!-iRdXNig&flFUtT(HS$HV|pBS)Kkz4OuW0 zzq!{qHLP)ov>zcZr60tQ1%4G4-pYk%IPIBG0L8KCsLY(z5rcWkUPVxshdfZJn5ZPC z$V@{a%pHv>_6o$7iVTvBPkc1~kclE;v@G&%(gBhdCi|_#h*mO$7=~%M#GeAdLaBV|#t6Xc=iLDmjvobo-+rtGf_~2)mpXk}=%M*c)wEK$-zt=bA%$L_Mg?2i6J0hw=>}V}C z#B+Y1-QPBXLjvV(@e}q|?0lSG(brNb1#6|=q!(+RW~O9NKP8|WXmTJI6Jb%%aiMm8~ih z9|ZSz!fLMi9m7O(+uMo1;P2ufVi+4EPh}$$`55m+&t0QAq$OhIu55ln%jCfXTyLKE zL;Ka6^kDfRc9|1>9oy=yw{kHoHpJYd&8OGV>*3iQxBiPZW{^T;+X%n!0}N)*&6vEz z4#|Sr+(kJ+Ci>zdPbW#FWQ<%G(q=|4>2CgnAh=I~&;N*7GzQMB{ii zdek~37jKYL?`oGJM{>mT;k$34zIJtSaqiGaJB7QBuG{Z=#^IB@58%vm35-|_p1i_& zLl;fg8pc|p2noDDXIV!zm6Uo1*nffvlM>toX8!P-JvfQ|nuLFvCl=YS)?{{Rn@3hQ zm_8!gWGYo9fQ`Pr_NQHozc0PAg1PqP?nXpaaKppn^R06pbbPX;qSm(6$6sN5rO9B# zghj>zl|mPAJTzGsdZuxBId75Jz*_TPbTD8!jK2_oXbnM^vuPhLWTc5)mn$-}1qU5? z+vO5oVN%k~S8P>^_w-iLV%0d4Zynp`V*v=wZ#ne3;G)s0(66=n*8^-?NkY=eTqD|T zxno*|nY7PaQU+C)2cQlGBT77VS{O3M9xTl(xd;;Hf4mPeN8*09c#DIO4(BczgOqCg9pM<$5! zGcNy&DuxY{G7EPM&#p;s<-keNUNiRLKO#9%a2FNCk__8GxuvM0BYf}Hh5>_z+6(Kg zsHo;=TxT_wjZIyH5FPL`*XY7{l+-jRlVj|yH^+hw4eaIA4d+AhPrI$yeKU4m{<>A| zx7M*ryxar_#9^WF-FQFx+yea)IR0ENUL#}7O&7xYoy7rQ>AkPxxQMVKladoGsj?hQ zQ8j%^EA!lqhTFY1vRp=AUB^&vjUQJ+$rR9gaiq@2$Cym(n_xJ$$X+}q7C@LlLl*LsOsWPWMnjjwne=gy2KNW= z64wWmehedWCjWfUfEG$xJY)ia#9svP%bUqVq`mJ|_J@b5pRw71QTX+vxYMgw#$PEF zotnhWOr>Bwk#XhM49##jSGuHWzKuj=UpAd1p5xG;vf?)8M}~mJX>aK@>>~LGV*hT#(?mT47B*Dc zTFFwj!TL6-+O)`iEC(Y_v~V0ZtVk3DN=>U1u3ip(_Ye3SxH6@{Y3mPEE&T|rpg42M z;=+&xGVt)b^#M{v-Fbg1tl*c=@yY|x$g$+z(LUvdfgQ@lt2izCQ*xoC{f!>~qNI^A zcCFr#C%1sH!h5Gh*OuG@HLF6-DE)ci?$)N%8o535pKj+y)I>K-(F;`nRG% zGP`VsK!h!Ki3@`Sp&tU|LLZ^W&>NRE_F37G zvXG|v0!dfpFvwc%SJ7c$3QT7jRJ`lRaGnNb*Bu+87 zE-9`^%Nk@DI-Scv`sR2I6fLuPjG@abSpLqtZ zciHa49UZ^U2AEN3rgM>blZNdkNRL)`a&rTA97#0(zUMn5g1p4L$0s2&5Xh?j&L56M zqt;B;(Eq3lU;gHc1eO4dRaO_~f-hZy)D1u(esu+COB((2Rq-ebIW&{S6h}HrDW#ME z8MZVIYmfn1j?{%Nc@`+@``(Dn6xmlJ`V2rX=0w-!@0JH_;dHqkcV%`q86hP=G0O>X z&ckEz5Z_0;-=qt~UVnJKE+YdF1wKdd~zez3tz%*p#Gz2r{m1>3BA$MF)NU z9W-cSWn=T!>)M7lV+BwMCPSxnnD-3nSEW4G=iyjFSX-&5b=gxbcu7{b=b_l>8jJoFJ=MnCWc*4my6XhUvXtg1=ENJfJ#7 z-HpSfr9uB~!_C(9WXB|Q)eNF)8KK#@uR&Z7H7n(!<2wit{A>CoD?khipqvL}iUHAN z2M1OxM7X>#6=~Q~Hf$W`)Wx>83fHrT*_NL_t692}{we5z4b!HUh~zqEk0p8Q>oH!* z)p&gTx3osXCL^u|kMDB_;T zWHFUBM_as(pTCy|Q;DJC>7x<;d$KkXRjZSDJoecJwzm8vc~~XYWnDBw%Jc=8zq}83 zS@gLli4^xv+#x|GJ-wog=+J-`a7RajCnfrVPYuh}^}^UAE?MG_3G?H!25== zO;?dO>_H*q<~QyGh~8rj_@lKuya?P(ted#&6Md^$M9j6gfyzw}d_g9B`0%f->Ipzg zTKtPi=rBmC+V4_+q%op?fiXDLrTy35$TCb@^iRDfTN89vtj59H8F6y}5`<#PODY;X zJ--BZuJjN?7seHN<4`Ii;npS3b;cF4%&~qU!yBlvGb+}kLa~bdyAvDf-^7KX4EXQV z%jI>kgFr!B6ows{FJ`TDD2l+&CtK~ds!kbn`duh z>_xKCmcaxRIg(Di%$USI_R(F@|6&0SD!Fe|-cmS#lj7Lp;~x=TLj$BMfTHQ336>au z*#NhV<4V&QhciM7Rg0+_8Hqr2CQs5#PbFfp@NFtL81N9Z@SkBPPSIr<><^urGcZXI zb}lfO4-G$8M(r5wvoZ>*p(gtd4f}2~?3l4U%ep&kyKFKJ7b=y!r_P(S_{tOk1OU*3 z&|yKe3Z@&n#APl8c0p(4F45Gy0k$g#b_jKOb zzSMpN>|o<3X6jBV;pW?Y3A~}weQauW<`Dt?S9Op_C)yAxpp;Pt_TGds=@RXY#8Br z5n_3NFP#(>_NzUOgDiljor*nDZq!Oey<-~?K3TA#4l-c_{3Vf4S%}uMx?+c>W1Cf5 zrY)ocU7@WKPwDvf4S=;9phSA%2$s0U@5dUT4MBj01gO*iej2k{9xvU@?kGSy5nzY= z!{`HKnHh(H8Tj_?U4`0#Q#1VQg@&geYI58}B>4CM*9Yep+o9nsNlJhO?8@^oF(u1% z;XO4wD{I$9+v3rfSq`1=C3egJKS|6t1BcdS5NrLGe9?4ZU|;~*ugZr72`E4_^2km8 zb_^gO1O69K;%#d37;>+q4F`S#t+};+$Q*A-Dr#_Ya(6Nv76jU5ja)o3)8xeElm{{BIdzEJVuZRUGwWgQ(xcwuHYyX#*=eSH9zqh>NN1jgaMzCIpa z?pm4@>4KrYK`N=KwKcK=mm&GeL*od5Y)yrJ%dHjAh)z^T?O~0l1e&4~EJE)lb94nz z9ZuS*(Jn?^DI=dj8p6|)Ig%dW3I;a(LtZ=bO(=j1_|SGwm#~DMZ7yx9)@%mg+>-l% z@c8i=U|R-se1V$nX!@L@A{rvpl%ynVTwM9ven3PQFsuOONLksJ^C*Bp?~kZ3!2jr^ z!UHhh`3rR&xv8tG1AhrnB(0vfa}zbw`cfw#zy=aT6*f2XNF-q*!vc)w(|Z8f%yy#v zTR>S65+ZN%bL;sF5&9~i^Ef|0&%H$mF#G|H8CCx>+My2zII!Sf1C*!82?>g}05gnP z?N;tXJSD&~oVf$A-#cFlxXZ~iD`JV{#A;QHO@70V835=aBk|dx-+k}91`57e@qQd! z@zDD+;$Vt70{l2cDGA%6K-2{q5?DU&G`IzIB_(u=9B;OgNa3LYrN%lfTV{HRWIzR% zQ3`|Xay?Z%u!84H&rh&2d}Qw;ng<&r2!z?<;Zb~{QRiTm(>m+Mqz<@E1KU z-em3E|6sBm4IVW$UiW*NOe7l&FZW|)Xl|wbbvYG#1U0HCZ{b$U)1I;FH#9h@zT_8W z{!Ar-R#D5+z18x-NBz#qRsoPq@TU&pHH@SI?#O9RP#xj|B!Y&HfJX1ZLfh&fANb5+4s4Z%UyT7@Az zJ_D0eLLOICG5!3t=E-CDk}E-I?&rLrLAwW76}jjR^8cafs-oKLf^E>EMT)z-ySux) zyA*eV7bz4e?oiylxVuB~;_eb$3WS^g-gUF`@I7TEC+EzZ*|TTwvcp;Doa2`b?aw7z zNyQtfrb)#)J*PmJGf|&Uwzb=#Jy3$U?yI>OH6I&G8Y*Zi`f1ei6ZWQ#|NAJd-sLyD zk)s2STW#k*JCTF{t=RGwZ%I&MdbWzuO^5r6wcgTD95=g9HLUTRcqsf14Q@nbE9csk zM718HcMv7MS#?sb$wvQf5m`xi{K&cU2Zv^XC|a1&!&*oLIrHowN`=U`bjF$LgNcZ9 zPzLRq*K%ee^Mv_4bip}S8y9lZ8#O{+FcY(GMpqO0o9+C}!B;9Q5WkUzto~_Vw?B4V z{Kh!UWxC*tnQ3E5Q%Ep^d}MbbUxPgRLOu_Z+6 zpC%dN28+v#sg4B^Foqm^;~xx$K{YzrKaSj0CRr!lnQ-i<9mw46C|98{;^DyxL_2?h3!T)YP{Yy?wIZPSvi@K7HHZ}d91pnSXUBHSF++W+wIUh z$i1-{3izBX!^=%Xc|(5mol&>#mu@%`QVN5mrU<&kNS(AU7)gQ-luel&2rD*PH-$y_ zr^=)V(VWGUpj6rL5kb=#pHc#oJ3%uX;)#pp>pw%VIof%v~d^y zQ-0F}yK*cuRwA@sND=(kCE*g`*E1PlbE96C0xe1EP2ys{f4hebYcUOCHj&E%3f*-g z40=sladgV<29FCG<}iC#vxJwb8b$#CiG_tvL;v|zbT@by}fokH&+tLm>xB+%vt+NJD%ACXIUj-O<+E!~`edXy$hVXaBLQIWvl!07c^B$XSY zYTj~Yq2sXW3RTju$zl1X!{!P*vTfG2e3x!T$Y!yz?d5%*-Pv-v>2|LX97bi8W(g20 zj1j<4)+dBf&s6X;=Eszq`%@n53Gr7)aA>NiAEJO8IF*axi@EoYi!Os8_%6gXUk-KW zxv=qWXa?n%b2Pfvw%|%Pme(Ge-Be z14y&b=oBz)H?C4z>5=mqHvhJ~=>Zsn-?jp?*L<9|e?JY(EEp|`6~0(9znP7ebi3r1 zVNW+UI7d%UDc2T>B_0Lco!47*ImFub-Wsr*Ed_d#g+hj78t}K=B@RqbtEL>k#3tA=TifhANfyPBS;e zkdWpGHIwn@p`J^_{Gi!SK_?|7$c`wc;3?z=g4@ejoJC#y5AsEfT?mlgzz~Nf zqvKjLzq{k!*Rf4xQkT8ETk%^v2H(Ai{4W2oGTuONrppYAzRp+(he+Vh0r#*qJKn0Y zOMXQtIlezYhe0&noEGd1lGlyu{2t@VIfQ`Ish5%~^Pv6g^*8ay$Mz@gGyQ3+o?mLm z8BaTsjHt?)t-pQh^fh|@OZ91^WD;CXeSzyV_RVVD7mAL^G0G15dni1~IGvRLfkC0) z!d>k6)>i9SoU8M+U2NiWVvCRDrzdThNmYmh3yB3V9)RxvX*??QiS$yN$M#aZ3jwda z7gSn!Xc!s8onqQWP(sMo*BIaATtkyB>N5MgZtOJqcw6NX%m(llm%Zn--txv7?E0%z zd>0{ypbo#g=k>;^t*NkkLGP@_j_3vQLu|Np?p($q<1tT9gJ2G(!O9BG?aPz*vmWa= zECN1{=k~Z!|CoSy8soR}SsDUFuq52kIuwQOoXjEJlYNLq0TGo@MDp&tpRNo7Jxtw zxZ#8#3vXrXI2lHStI`N<z<$V9?zUTj_D_n7fnOXmZAfQB!(ynNa>vlRlSCAb_F zGb?>4>0Pb}0UxJ=_zdzqb+Md-k-+Hd2?L?H>8BfL|!HHFZ+Snyg4U# zPd${rmN8;@RDV8I1k2Red?%qejV*I@wNmY*ididF$RiXG3AhPp{W|FiPuZVG8Gc(+ z!%q-HJqw>3FQIFgJY8 gV5u zQOr_SQVkaR$;Fy$DCA>OvEVct%i-oC7v?E~vsJ;tD}3+zKL66ec?lEv&9}1W^#Z!y zPAf~{L5$*HHJJP~;Y(`FibJs+X!mZN*J}thNU}tdEK=Ut)GTCfG7#L4yp9%kFEbiU zM0!oU>EY)3+f)mNTG zO&eS?F}v*rNzkEXQ-!ll4Na1xNFt1?L4c$(>WN#FQ4g!z1P26V#>Un%$~KTy)_Ik4 z1y@zY6rdy}kt%NbkRe~+90N~#YZ(p5F|CoQQFv%t#o}BRI0?+tq2K-NV;4L z$#S$5_~hl|Jwe;P0k2ngXD`z6l@?Gm5Ol3XtRo8e^s$!?`L~9Jt~Fjs_3|u3G@z3t zxRbPcPI?mFmx4cLhrLHK^U0x!;JX{f+1=^+>hIdNaT6IXIIP~@KeawNuLa=PX!D(K zCI_DYVJ7Nys}>{HGO$1*z*C85D(&jhG>sW_zRlnZvjhvbQ)3-x4ME=H$c6sLUURX`m)8@iySD*GI7c^ClGt+ zakK?I?htg&wqJsvjsKlJZ@+o55w+&xQ;g~S^!tZ#>Bkm+CvKTenc(#=rg@2Tr^njb z0^!lia66bS2#0X+eMglp26xZ5%@&6+ z-+tY`j;hUzSES5^3BKeklYNP8K8in_)SdRe`PsTj4^WA!vO3hboS7kZ`5b%lRS}oP zseO|l)9>zWF0dhN*fA@8mi~~OmGsQf&vLMEw8z4fFXvCCRYW`~KZo{#o}3d)WtR3Y zPL+jqmXcLzgGC;v_cJ(Bw^K!(En?NzfpK3p@vo^f9cd9xUfOU{cpvv(8y=&eKe1+P zIykt0mjZsdj45gwjqgPrms4t76rTLXo2IrQPT=+QRP0Z!5&g|b0EjhS41w0BLWE2? zSeEBZP%Yq3Ku_Lu^)-cCyIMPj-<}>!Z+%eb3%xx?mgNPX9&UaT8ZS_bK~LSu+xA=+ zP6z}SF%s4+4Lr2sH9F-^{@7%27hs-<5o!Ujj^2jFbT;1PeewWV)!B%J7`X*%Q0#2? zUbd&_y>2dd2hM@jvKUZI{~9#eZI1Rl-z?Qg$5mcHZ}~0f5STV95%6<#y?ng)e)yj2 zMlD6CzTMG^G(1-!NAkYsn|Adym_EOWRvQR|<`~B6yr@Q=2BfSREEH0(Ip;lNQG(cN}J{lWg(*59;f_BAFT0!8az{kkdw2RQg z9+)`_)_AbcrT1C%Yr0C#>xwNrj<9~?V;-%|Ik5v#UW_yGU&@<;k+us_irfMZ2vISX z)~>wk>HJCm)#u*%`F)nhU-rW3F8}#Q6iyq?UZ*m`q4qZ_AlMyexjkT&_Ka{Do{~cO z2Sk)HZPh(j(?L~A93L`>1{$UeDzjORGjc1ji zF#&w{D2{FkJG!Q=+QPH_vg9hGq8LK~Q^euG?5!KBllm@6Kiw-!X(_#@6cJIQXw&@2 zl_%=uFvtmv1DC`he~aBJSFchw$aSvXczN`Vfp?*lC>2?462Pc>__cNSLk1dlF+*_;s+{E??gvQ&8M)j_ezMO+jH>G;rh zZ`qc-+kPhAyq>Ssq%L0b9=#6L996ws-A9Cfm09Ruu4`V&!kuAY(y%0@lXzLc!#`I) zKyYbJHE=2kX7DhwRYVUd4#4f?73mH18LiE;QcyofarkV-?;dm@b+(jFe51B5i@Q2) z6r@DNzud$C1^Y>W#hc_DNj=NlFYVAzT&)5&j~YcX1p1H2OIQHc$hv}J)iKXsxFjFO zqPQhds&74cUk2?h3p_;HpLI<4-b%>rb89vvh5rISFe$buII~vVBzRy@T7Qd*`6b9kAr5e==Ln zph`?_#-4g3!c$bEjm@40XR;zkqhppGS|9g_g@*pYPw=ly%Q4bT3zs5msYweAn#%IS zNdikFQ2C&8+J;IbNVSZDY3E=CfS(}}`ZwZXd(xfnU|^yzc>hDVEY^jd6k_o5)=)49 zdN)&iVp80`Ep#7Se~QM)>ItQwr2`=T1FH7iB(Hov!_5!@CzzUQH&ts)mdUNEJ0I5Gn{~egVR|mO~z(+R_ zqvMJA92^D%8-UA9OUCDpGcGJ&euwQiWNDh+6bFN&ly}+moA3J#v`IcEf440(Ue6D5 z0`g*jK9NIakrjZ#Gy8qz@w=!bsY&P9u5YL{_Xn!=~k){#F_WWu#`ohupj-+i> zIgf2fus*>=_%>KXFE78h^aaw_)Rcn7BSy4h`RAmKYR#NV;I`6EWn692)@F01*7Y7j z?n{S%^9c~cE=QKa>y+3a<6bE0WxrlUsCvOCgk_8GcTv_zQB@M_akbgH4gPy(fPF%H z1GkeP`>hQAeqg?%#PPUg(cK0z-E@M(j9p?k?s#nfky$X6%VKO|jN|*O1a*?+UsG@0 z4FlJ3gDw!&r~rx9W(vD0i;!C?y-ZLK3J*0(vg{vs%c1n$F;-bD0|k`%@A%B7h+UFn zR@KBrl6(Z}7d$EojR~O5Ph?JNMcrv*zLnhrD6uO0%sR{0O7HyZ2a+f1D-`IHvddNE zP+unB4$~S3rX0~SsoxHG(a`GaXIWp1kYn-$(ul4IrvLEu700U*Po5*eeTZSIpcMzI zQ@G}+AX`)ee+ByJs@>Qt#6tgQ;(l9x#i-$YWB z1>OhO~yNlB8F0jP0qHJMKnl&FZ7Jy2B-dZD7!EciZk%4A)es)Yt z9=&MG%w4c;GU3w8J5W7Z+lz*NbU|UO+EZ{_(Nf=XvLVqV!Uqg8m|-lP--MN3G9J0yzXhT`tU?7q~z|)EG+?D$7FRBSwXbCQ$nJ7 znxQMrPve;$r>*gR&B)5l9!3JGh;@Y!jzAU#6Pp0>Xhx#?km|0fAH|wA!y~2{@0?!P>kH zNo8oWh05mUwX0-dV!{?+rLzw<9#qIc#3Qm`t0&Dpjbvsnt^WpEJ5r2yk&b2^=qc{= z)m1g>P(KA51J9LkPm|;M(dUZ75e@C)u&xVr_J*)#1<^fx`JSGdNd~T!6aXOPX`{r6 zP#|(BXcMJKp(*3_wlG5d)j z03AcOhZtbC&nWaKUYD~6Pgv{TH&B?@y_UmwdZWgAFZtvj-@1r)3XZ*~k)2(lNzPU~ z_D@lbXYwrK2Q;tom+_Z4aQJ$ITkiV+UO%K_~w8`iJ$ z*?MhP(hQJpPUzNpAEe_*6w=vJA=ItZ`9M2Ms&&K@eEK0^o4P!#D)cZie)-y=(MLO^ zh9@>cAW4@{4=AD5et6o@Z z-%ZSl<^_OL3%0=r?YLos^hkZzE%?|TD;po}f>#FfCpdI4e%v2+1Uq}X%5@)aQKMI{ z1 z>%Grsi}-FlWkwr8D!7w$Zz-~l?O zM|OG*SILf7-M0EQxw~d-EJ{)UK1ub5u!L>WpqoR@-p!;L*bd2w_F$or^=yXY?FR7p zI><=l_~4Wqv~kni)+kv_2REQm+uK!ku!#9Qc0z82&7`E%HgZiglizB zBuh!U1qM#Wqzwe1VD3Ang(4KXTyI3w-n|dX^JgVt$(wsdr0q?N967XVTjM!m1f4v5 z{8taEy_u_m+BJ`X-Ri*-Ism<9>0`Po=js}|CVoA$G0#8>75bm#v!_L~@2;9t4y~+T zm#sC>RZAB*PLPzOu~Da+so@9~ymE{{5ZanIsLZpF6s;hegr zhV}*VlmR5oQhH=EK=v~BcGxEEy5q`xJDvG)S2|1AtTs{1{M$-?pkE?--ZjgUQabP` z-=8D}ts$*vUk`fOnW15pHIq{`UlCleq$_kq%GdMWR)18GrH!^>?VDe&TIU6{M3fj; zW9JaaiZ9_;Ow=yh_4}n2OHE0h&x@}7Mc=v+>o2oSZakDt;WlP6>;M@S?RSp<=K_R^ zWN?XrD!vidIpMVkyMvrs9f2Q~9t)JMvw>d`1NZe!CypG;Ju;X(80#E;H^ol|X`xVZ zM7{4%KRSLI-Q3Iuc)Sx!DRMLY!h|Z5ss6-YsyYQdR(RZfTsgLG z3Obg$UoQm%-%E7i)86)1(l?gb_Gtnazd2Ww0bqYk?bZh0Q$7Y-d9Dx|A68Z3@Rc6e zh)_Lr-3+)0y>=jzyd3?5<3uJViX^sMnvnxBjAU-k20lSu?2>YnEyX+4s(m5sDMD><9O3bq!9}MCR}`1r*^uJZgcdf zsmxzO?gu-&KQ7Ax5y?29BGCc*>b~@rwGK|1!Lo+YG-x!=6ya)c-(8+9p5j+n)@-rU zr`)}}8_GZu!D8qKlY<-dXlradLL>7hlT7?uly_IV z?I??Csk?d6bas5cNYfMgEY9M#u7=HyTgLz9(vxLHP6`D38Rr%I-v;`F)C1~sxVp{L zl|+0C!8b3uM$&8gjFS%JqP7U)cK#Lsrbh}0ms}bsZR+y6`gyO?yIfy-oQIK)nrXC= zXw>N3%uzucPL22Ds^i5c;r;7PZ`}-!6RS%Y0}^$3rd{{}#6Su*nM6^*J*NC{w& z68H1l)hi((iRm95ArHtThR1AeGA=?QtF9m%SxU!7vrj-#&5}S(*ifh7ovh^?q=5&0 zJmW8X(T=-SYIVU)sX&jWCIYHWAapjgYabzFe}p4ZEfm3n-qOLLpnFNc}45F?c5jaZh2_s&xI#(Ir(o_79JrCdY}|phwjD^i0oRx zL-+S3npiu@XGEjDMhb!LgrGtk=gCu4sY13w6=m~+gU);Yf`9EFwh|K*#lR_qmU7Co zkkISBoj~LaUjpM8G7iG;HDG0YdLL|_YBeuzS%vkE6-rv)_EM*Dw@6x+sy{ZI6tk}A z3aCH?$NR!;;jwW%=S`r#|3A@mafYYbybrJ1hiq*ic>rqL~SX?7)9{?XbW8 z8V9c&2dO=oQRP{EXVSD5k^@*%sq3ogn7EituQVvb_2I@03%;pjS6OWdRSg3Eh@J=r z@Rd969@RK8u-MU6stl#I=U*bA=0DP`z=`XI0az7>1 zoIm~(G|?yr3RL8wA5=)7i~601wId+JQy}p^Ud?NABQ1&)*!5PKx!bX2IB8s?sen*o zV zqdTVpb{OiajateF?7eZ*AnIB}6Ao^m2vFb=V{k7h6Wq}WK0yATP}cJ?%(~U91{XQbJx0#9w$iYh{>mahoT?ho zrSByn)DH6LcC>+PsbKJA)_i|*x1o=z!n~b{4l3LLdL-P~qpX^lep+vZK`n}yo4Nga zw~w~g-;&+Co?YK9-c;6)D%#V{hkVobN1xuuB4!K(6R;nEg7xj1a2ve0|8aW+_wnbq zp!ov87IJd#TS-3Fw|l*+VaPa_Mo}d3;?>m3nP8v@J`b_vB`(4TS{KPv147E>?C}w- z^&-s%kvBE!W%mZ#<}?JrWQkCJu&3;txUuA@RcfMJnT>*hrAEf0T!s0&d2<~W>Rzeb zuPrx!n?#5TARWx#Y2xvppL{NbMdTQn9FK!q`ph(77^%PXY#}_D@GURcw{T%&LF`y= z#Ds8!HYb~!scW39Bbx&ApiDcic9VuZP5f-d-3=|;Mp@@!l^DtoenKaS?uoYT%5DpL zL*z+4PR9&wRbs>UKft+<%!ew})6i-%lk9NK9)`Hv-Q`k}o_=kXh)`;oL=jC#>j@Vd z-RHp3PZQJLO$?oK-wP2e)|Tt-`eUMWQYyqh3UD)&s%6Qbh%be&*B}`9de_ql;P0m% z0;VRr>KG|RMX5S0Vjh0U#r_LfUnB8)uZ)6{%;~DwQUBxJ^Hs)E1q3^OD@h&ZR0b@PZoIqHb$2{v_Xb7K zq_hm5Gh~i?(UwZ-BYs=3=Ul>7*yV+Ws?%urU0N?NLpxh#Cjgg;GTmCB$%J0BTIzAe zIr`Y;Zznp6nTE?ZGvImUd$?#A11(0zT&j<+U;y%;|6Mtq6eVu)#-OMN%^-)8ceS<* z%pvC(WrOHhQJhn?yK5_HKPF<&1R!9hM~ek+j;dY(J%Z6W3bX=dU4mL{FSZKg@Y6K0 zd8&JXFS4NQU9POMO+-ZipLoqY{$Ec!tD$_NUx>nL_Ci0@1$xAYtoc$EiZne?+K+-@ z;QP!Q{u)#k=N4>z6I@@9X*Fr%^G(SQOlYzyAigJ)X3Z0BZVC)H9@1{ca)9GB5yyas zknyudumGlPdHkfzjCJ`94%Tk=kNB(&`fED8pX8@KWM9l?>k*_Y$KepUM{j9pREo(} z&3>KRQKbCg);S@zi2Aq>z2Zab8XP-XS8`?uiG)K77+z`=$-!6%w}j1ADVwjk^u=Z4yAxYAe=*Fug(PJm6KXrA2UKT|IyyH_lkH}9^LVAAL9G$7wT=;oS z{@C_^bQ?HxaH#@s96Ouxwju&{hAQGik3VDSFd5Ig+ZtxdM|>lJtQOblD8*_NiG9{h zzMy+c>nPzqpY_+P)M#V_?+{#Vt2}f|eGez;n#u4^qyizwbT(K%it)xIj5v!r6{oPw%*kKdFC?lu>+IADs>}vDXX;Mt(O}J}P6o)}J zYfR1hTJm5inl4l%Ou3m?Kh=a}j;*dmrB4AbYh2S@IW%#2`G*yWY%(cHg+pLv>TKy; zM8kh6FX|2NYhXJVpG=?|xJ#t##&NG>8gk|--K@;by;@lICXD+QD^oJpK$QGW%+c*G z)slrUS+y9ZQdWW_xU~{&{gW(4re?3*F(2Kji&gTlyt?ahYq%&()brwN1~vQ$Qu@rL z;yHZ#+1id6QCHEKLTgpW+*d3bg>N7R2xr4CX+WVG(r9}>E;IeR0{7D4s& zuV_JU=a-^^O|%mp9LQQp)X@tWRg<~_UzZ!ip5haaIy8$f!{((RKP3BJL`|oYd*5!R7jxq&aiuSf9ci)Y-CkWlUVmoRox8g9t z{ai?j$2%6f@9k|l()8h-L=-Nd2y|f~V;a3-NbAm9zy^dgVLol1gKxK%@`)n~h=Dxa zk5y$ox4ECcIUg0efY0P>y36O>$*@t;P#N)s)j2cB{+Ewo7hUQ+H<-`8SSOFCWv`#K zP$)r5;($3&-<4IAge0YTSGZ;YAUQ`Vcyn-E+eEGL5o#Ck-kaJr4Zd8jbGV0Qa~B{c zk-v>#M%(PM@Jc=xfR{6B|4jr1=r>Y#e?2DQs$)4Xh-{y<*L@p`ve0LGpntqqR!G5;E zlJaJxIjvEH7a&&9G}cni|F~B1$cue^!8*m+;rVv&Fs=chPo5Ym!mQ#nTr`7Ye!C%G zS>bzUEZDci!D5vwWGc2)9Aie$G(!x6B_`AYS z3G=^J5c-TYhlv7FQd zsjJZzbW_gD;O@}9#%+7lXnjs<+|xMc&=oNMQNj5n%v$}WS=$)6a%-R$^kOTW>I8X% z90m@yu|pZe0zwl*ja^2^g%ww7Og${FpFZ2($bzqe1!kQQubj4>)i~)h4<5jAR0|C~ zWU!H+28w##ZBs5jQ*h;}{0u+II@UINs-_!DCcF8(t8_6RuNzMihlTZV+0AL7XaoSX zBt_ysi5hj@0fjH?KxclQG9`+~8Q$Zjw(eLuJZT1tQcz=7no>M)KdZVAy=okPcb$8L zs(nPS0Hmct^-a5LMPR7^79w0zEf`Ls?BuAj#e57OTxH zRu=nLU!lB2>P*Z?bJ%aoR^Az~-ftLUS8M|5StFY7tg5YT_&Kz|JD` z={Cn;C+@&%o=gin|FQa(@YWz3? z^@rDa`|H3nnLswQ&E#a|kF(#fuN3GLRSS54gWp)B#Fv-& zMECzVlw_db0p)b1_6)V|+{;VTF0QUCJgpG#6{-+1m(iV<88LmsOa*G=jkPP(;X~>O-SR~Z$mYQezCq#ocDk#|jUP%;s_cH! z2GB3ON?{rb2q8L-I}CqaXI~1CZ3i1;G!ZDvIK#MhZbA!6XN)zSXBYbSpv@O)Qu(N4 zqq-Zu8wxL5%}5pI^{Xk!Bf{rdm#!d{rD&J|?vJ3m+sR(PNK>GE0-dO2oNT|EwHm~u zs|;FcC@|!x&10J5>!6nxN>L0-CZZ(cpfK>%$?`%bFZW8x)a_56C$pbOh+;P%?ALRa z-H#@s(il>EtcC?%{}6WfJ|FV5#yC}Fo5S}Z?xRm65V1e1vTty@-^Zor`8^)SMSX@N zBR3U^fO1#~0xJg3&HouOex<6h5AlfF-gw>*7V(@#BlW}@XMKCvCLuxkY;;&?%nrIz z4d`yRmj}Zm){xmDqd;<6S#`-&j@&*~7p{pjHzM=1z?&n900dVFzJC0vJ>9rqurf}m@@+H>c8K_^?F z>4gQZ(;Sde44Mpqr(P3Nn|>mRV!V4y$XLiNz? zz~-A<@cZS~(CSbUUrE4C#~?dAf^1Qj;8;C}K~>wnaH&`9K#~g@Pqd|NmP{0Fn8A=+ zXmo*My5Q4=3z`iaW=svz2w6=bX421}&vwsb9PZZW{=#Xu7C>=F0|5|9)O=uRG0!LcuMm>&_u}V$e&cfp>Iy9RD zYW%GPqkYpvDq^akVnvbd4EX-bhutC#tw42lOR6^WcuJ98S1>GqqVK{gcvR4(x&60% z`+7R+WqWyR7Lw26uNKBRe2i4w)m(Zvt*^^{W_H^1jiaQyvnKbyg?!2ndsW#p?q1sL zuqOAEmK+_^maQ^UVx+nCMN@`DY&N^&fI&CjvUk|eKt@iEh!~w91&iFIDV~YO zMem(z{0>INgN*tj-FrtU6h(V}$LK{9`#GW{K@o`#RXXx2ph|R6m><-3#F_tY#Zm53 zjN)9P1dS-?qO3w^;Epcx!I)-4JIwEilp160a>Cy|KEUDAkGJB$G;_;s9U7~p zW3FJ@q=Vw8V$AR6$EW+-M(E}wa&11G3VwFfLA=^J)-t3bGkT8mc<@%X$`Mp!?||(z za}NZcRk`UxJc}I#q(a#UF)c5}Ec(%;Ct`27mtJD~M{o~_g3KCp^PzgDzBdS(vO?!H1$W>a#MolF!F)@7r@E8ij#2Pz)zLR!3tNBF$ zK3uujI3-Wu6bfL;irJHYerHA?(~hMOS#=(B-$;a!geT+f^n4lRGumEU^gWRMxXoXH zQm$;T_xGEgNYx%rT@_HiNSGLKDE+QD8tqs5r47U;%m&j>^cic1w*$^!FEmQp|by{M(a6B;em3lVc{Cdo4 zVe4DB*YSNCA5cTWy^(Vm!$r#;KNekrU6&uhG8SMNme%kO4j8M(h~h9D1v7YT)YD+E zLM}!XY8R?v&7v8%>pDJ7m+c) zC73D5cmjPeF@Jo47OUtZ`QqFuB+iSrAn(S|9Vrf-Af1RSC63NcCI(9u{%0DNjR}^1 z4oSwbwFDbiXK8t>)6FT9(~$T(3NKf_K%>vfO%wC`=9L{ng%wh&I&Crrf?9PAqQ^F_ zc`VeALNbIdGNe7|FuIs9vY7|(&eQ&vFZh|rJ_%6JoPmS7s-79?I75emy9Xw!cs?Vk z)ZdNouT#561CVTOhL=lt;4N5JH%Yx)uU^2x`JkJVv;Uo$gAxqB1DBi1-B5 zgZVWyvTeB;v3_{$QNSYnF`6PTu$rDp2|Fx_pr`IgtTTLkP2<({=wn?Z z+LEcC&-Rmd_W(J@53D^{C5&qM%o{m->xanHn-`t?epLlIxeYJhkln48h1m~_r@WxW z(XPMONji1K^0839p}N;|;n)dVPkqNNHk`auxoz@VS;d6`ag;rFgJ+kN3q_kXabC)} zrmvd~3#iS8J=Y1U*ym$^89y4;Bsqm*13Wo{+c({{eYvbUSJ9j4aEB#&Yf0KH@(iB#n_!pVp+{-qG4~_mEVD-mVg}FB1 zB3qSJeo?PPTI;{y*V-;QonJ@sliJYT>q%0L`B*55MOF3LHjIb@QRA@wFURfjc5i8i zS&1e1pPz0_c(_z`#w7XY@vs=J>?PJBafB%)Ae>3xcPwdfd{hojl3=`V&+5Tw@@xzd z@f?YIGE*u(obK%CuI<7k!Fod$D4$WXs*+>gzYyy_^#;D#*&1ilC4WJY1dJfSs#{40 z<*;!QVm1I8-0>RBjAq_Np?*E-*;%a3 zk0}2#>Ko`>?6s#SV$Mo3?eF+8@%Gott@@zE!>A{7q_D;^*g*NYkLG|_zrOHU=JJa? z0IR~1CKXs!x!R9Xdr!4}Vn0H`LvP54jVK;=kcbwtQ$qmg@){^bYKzZHP0?j#ovoQ_J+sI9A>X72SlkZs{pbyP#I2oIKFxpI5FT&TqIQMO zW38swh?S_FufT&ImeO{Ng#y5Yq3QqC3wMNxrQ8)ukwxhr!@3_3bVa6a2U|UdeNkqG zzz(=wbJw(@?Dq;q)n5MVliQ3fs6Si+Kh|Bc)~u_7|4m*pa-y6`3%IfW8c!Sv?0uQv z1_^O`r%uoOy~WMGGW?Koa%dFqHzT7DYZIY$*@s~Nqz`_SUEk>=DZWRjTB>8gu~1MX zrJXOLNXw}hMSpP0vEJnywD%ju@8+x{V0>2}$4@o76D7n;3jg`@JGmh&C9D`Hlf9Yn zx43iz0~vV9(xJVn#uzPC%gGDRaD5%(I;hL8{T-UA#E7H^i@(GfBm@`dr>Cdqr-Yf; z;Wm_oWO!Pcj5fb8owr-79pB=Lppho=A`8TKLUCck3as7R!>sKw5Yb&Z5hJ8aveRjYEtY7o zYm}PSup^Q239D>ilf_BTF2b^90h#8cDViy#iYBbaVn13jqC1HZCf-{3c+9Wk67l(~?5M9Z z{xby1SKVq5N_IH#N$6&p_6L^~6Sd)8i0x>{r+;fvHtepjp^za$Sb26Noask@L6xr8 znTUTTWVfV7!5@*fE$P$~VmN}Wy{=Pn5Uk#)kDHT&L*&u}4h};-R-=x6WOXl2hFV&D zs)ge%83D2Dx+X%+Zu#(`gZ5w6E5VlE@t@%@(*^p<(huLBf=_-;0&Lw>*XjS1~PK5>ILRai5;5)pkik>;ZehhFm|h z9!kcq1NdCZg^YHp?#jkWrqvfwf=W90^EuXVL%6`&Et5K4fI@DJS%?&$x8w2bv7A~6 zN{i<==I&=n=x-hgsX zCsWr_prO8cGT0h7Z|?q|?0-WKR6mExg(HMf$tRJ?g%#5)m>qKH$Y8Yg&iN05cOyAr z0;T-V%1BllIqXY50|2F{o3b>j@AaLdC8Xf{B&wzj1kC^HRme-P_&b0k7%Kq@QIYBB zz)D|K(lzHhdWAcdK~t1wW|6~|@TBBDPMRLRn9ga({aY&ZPb&Gj`~0c}OqkeMuhy>n zNgdtQW!a#oi*EU^9hkBaaJ&-%cA8(U3_e&*t(pFKInN@ynle?|Wy>_Pb5D?uWhv>({uI<21-R zfUBaQC6%4LqR>cukDm{3($oqmg99&lb!tov4Gy^U?E*T*eS$*o&}8?mqca`TS93ce zNV7STb-qpo1)=fIi4q>#;sRfc5#=HGDKI7vuFUBd7~!a(r>j-Ynq&@q*-5+@8+0^i z(%pvdP#Cb{>LIBpPR1Qx$}g2dpJJpz>ES~b5dbwtJ1cTpArqJ5V)R|av=Y6@r?}rJ z#@!rb1X|Vds+*pw|Jv2QNU5VpPY2VWa9--pu^2xM zjd-F~#LeBPGd8>Nw?Bps`8F@-;C*s$QwO!+$+z^B246QfD&qk=I|*l6?mPX3GuW7? z6@HjH%(6_W%FnY+z2@noM5Ik`f9r#TXYC3+`1&3zcxe*nZm_)YZX+xl#?k78Y~=pL z0}@=yZ=Ht_sc{NYGFU&(ydR8(Z;p0n%gSk&>c z`%oP9Kez>uis#_L!NN|D(IG+M@RLtTiz7-6C&!~4R|;iw*{A3*L-9p}9Smg4Az;vxc^YeDTL;OB9Z)$k6h!FXVmBD2aZ{5I#~-Zz`}zCH*s z)T!xlv2HWliT{^fFsK@+te}6$OG5gx0`knO5ad3f_n|4@#|0fcypGi61U*C~Yo3YS zlyVa;r|TXt%O@GSYR*P@d2)Xr^}{`@nZvRtTS<6u<`-Wd;)9tE#1 zcPu9#kDj3DJ0xoN+lfp3ccCRkBrd28H~}T;1g#O4B5tQjN}`TF!l#Q#+hs#7_BnUB8dtc1ybzBE}P& zJ@06FooXjq02?azpGQJuMmlFjJ_e1AJ2r-T!T&TX&a{~6uPLBoL(zS89NE{s8vKbu z*?;X;Br0}3E#?vla22k4Nil1(!*U|B$?Q@ZQGjIb~3ST+s4Gs#I|i~V%vUw@BLn{ z{@H)}tU7h7cI{m|$}Lcm-stn!mP|Lo11v;T0GEYq+3d!NePe6|%-mio>F_$8R#?T@ zjJn?*Xr#+75pZ62&Z&h*@)Fm=aq4H__7Z+C!H?%N1tMab{<;9gP{J69?}T1Y()0EJWM0|fE$^L0b~-n5 zOlUr&12@4mtqy-Ajz(T$T2GCbbV#;GT}1!_gRFu?)qO0yTXBt;_0upZ zIrYti2m!(mKgi$wq322bTh|0M-+Lh9hb$dX%)e!R>o+Pa8VN56Ai-~}qLiYev>S=L zbxDO#G+?FGQj1x|OiUD>b&LQRKM;L+r5-NX_NgL{ztB!ifXRy!lNKUsiVO4@ofDTD$A=_9$Y>_1 zW|hcs#opK&lNn{ZNb;(8n?>EA5;DXd@zVAwV^Xye-}2KF`M<$FxZr|u;2=C^{C|Ic+dHLWWd4qhr+P9O-E`P6tN#DJJ{%-vx|P;QU1p_WV+ zd0U+V*1hUm*69n2{8>7iq1$j8?irDgbmIroOWO=|1SIG^A8`j7r>U@>b{tdDu%~@R zMbHv}BiKfbZ?rHGuZZd?q*PKknsV+tw{JC)jQ`f&E0ZK)VjB}9}b5d<_|!fvHtfqIhjPc%+2(M?>4@_1F$`H^EcIZQf*N>70V%-!J_~huR`H>5>%8 z!StVLC2|*!l4a?&4yQXt~5c@d!0I?j-Wsd2pHtYSS`J?6y$!VX=5S)#z*eith`d_ zae$Ru&q8AQP%ercj8tMZ$nNomX z>yA%xAp!>M?>7xHMatup2yT26ghg3d?2?3!pvq7pwXYmSS-Ts!#1U)O;h9Y+L!KSH zyUGjcy0tV`(iRCZB>IfaoCl(Q6u%8jEGrV27zEX3_&Fe?9bi*X9-Q`Cdwx3oRbmw* z9o^a(W6)#h;ofb%of;)(hT99zI3;yy_YgF^22|HR-laZvb7LlvBQJ?FVek?=H>Ld3 zX=VF^NKELdPzzsP=KyJycX#q34CEq`2}l;wUZbxMz7O{ySY{C{azLOnp!=&cuw;8} zal(g**C<>#1i_Bz4``->u2$WxmVAlM`-#5Mn{S7AZ$L6Ne@bB+Z#&vU?9<}MJNgx# zrRxLblkV0ag#-??7(z5c8SJEbiuL;AC_b;2O(6{wBgi<*1!$83u91tP0O_@YjalqDOkl z0@I&TXK)4*%6W#g-v?=PYwBt}xHiW>P%3mFr_*eg4(7r8iJ+QqhrsNVaM8~`KL$-r zjsAEDcSzc5gc*S50e)GmqIJZ4$>|8s=QZuxQa6yL0RAg^3OgS)3&G1|C`S{S*Nx>o z#pI8iSVjyY$TU!CnW(Bi#*E9o$S5UUJrDH$NuVSOem6N&wbHbN{rzQ_q;g=vfcyZ8 zpuVJyxGWu&HX?iX_P;MDzIu4mQTU;S1M8GBK>(ERoxCOa<_vD8#hz{xa6Ll@Dx9rb zAo5>nY1#v1B$(zX{f&AYbUbHRn1aYT;efDZr9t5UTdzvrpGA^kf4&EhQBD{{T{$2w z!i#4a0%rMV*19~+yrqX1OIK!Bhsem}gP<{^9F^dPU2~njg>6)gk}*LhnplWXK3Hmo zItNj1VhyK(03^~iO_ehFT0m&!QaM0pC>QNpEg*+}<(o9+e<$Z!Z+mOR=k?Y6_4C_- zs0k*7G!B!HJB)7$6ayzOqeoLOc_k~VajynvOm9!$r|Q=p;#_(Soko#hj4;VzCLsV8KDHa~z#fd5B>c)7JDb zUo>mc%Xw_Y%5>BBC8U%GH|bhxxc>wJ&|S z!itILefa|s-IrIkkD{^P2HrM_~-HFL8|m z9eR9kZck+p61X{PT1**CJ{dz@2)&>QtEkQ-dGjkTmUBOocb*IOcxwUR3swoH)RBw(Ne**K~D#p zDDKgC!j8U^rI)~8cM#$zD5}3V(7yuMCmbW4)lISXN_Q62<@^b!X^4;bX$|Rc&b#N_&2*kCE5G4|?R`Q7_fi9^F{C?rud!IMNeMmQGNXo7m%|h9o66M2!VB zDy8@Y*_OC5on!)tGu!@+}*qNAE9XdF@$^0H*ziHXqG%*tAfT+-P<%_kNJS6g$ zx+S4YV#*?6h!7%0ML;1kLFN-l#yJG4Ho28BKw{vuIlX>)pZNJ~7R!EJJ3+(Yw+iz> z>&s3|xbKhd`)=uVAGIqylr#maqM~V9a00HCa;oRAI$wvnny2MbK1?oCJeeN8(@IDH z(Y@WN9xxaAR-w+sG19Ur@ZdRmwaneQ`Ek|488F(1f|_h=95z34N)0dp2_)dJt6`vx zCnxG-oWD=wui;vZmXil(Pl`A+Fy*VcFx_CYkcV7e%R2cQYB1G#1R4e)OcE8`BAu~ zRbTAj9y~ap>#411X7w*Zp)As)@FR`FgoW}zDwv=opuX$4Ft>_A2GbJv*!|Ahv!l*j z)&X)rA4UZ_T(rMK(jRbdaquE&dk6DnU+6y5I2`5O+u&894ekGT<=}FNxTeFW)qW`L z_I$1{LT2w9pXXii4^W2k#^MC!YEqur83u;SM{eW#>YW&B;^Cp#EL;^8a_+lb6ACmi zlIr9|_^7w)F7Ny35Bdu}S9=l$WHf}I4TQ{PP8Un^US8w38TSY*_b5Mw9`0PvrBYr&8Q5h4wi-(to~E37>-;N6J468jOjJu* zneB)EYoRVYiUyOcJ_0`f#VxTAKyaRflH5O!l?JyVQFz`)Z4c1R*Bc1Br?h9p{Hc#1 zkQ5>%v};2h?q1{m>irTD<(ts$*i_r-e)Qyfn~!kd4**estzs!3=W8r7ULAUiaD>Hw zU#R-viYBD=-K&R>cRqUC@~UocuPMvq>E7$eP{ES5AceP9udmyfLU1~dQ890O+MUhq zbeJ@dt=pfcakc2bS>3*+$e{ami zdlK*PheF?BwECHOF=~Mp32Ml?!h-eikmKR=ls?sUUG7==$+t=)@6Sm`Sy?mCZCP!b zGpqKlQ$;69tXGJP3DWXj?@cbJ$Gc@;t>yUJtY)mRP;vrBn*vKvS6+Me6;9sku8fG+ zq(hV)3^0N;#>BS9m-u%5QSC=h1w}+Akzw4p)&g#o&#EBa^#%4XPWyZu2Y@W-jZ3do zvpOeJD$MV5AljI%b3Ixg&Hj{RGq4bJkjh#R0cHW4OngT}zi+eLYz&+;e5ZHQ;2Sz> zXLL<6Aik4gjLAvAMk0=g=h3l;=WrlHWrab#9gE3y?QDnz06iE=3ClLRNJZpB;6+1x zmq$T=1kxRmf$LrBEhI%_bf6Le2K`9KhihkX~)^tGnxKBh@Nh!yN) z_szRM@>kPaMbp?sIo#97WLskq^vORcco;Njj~?Ic-PijIf44J){^Jwe%n6JvJsWGM zqR8~*S%|wHc|J5mpLSg=!=#k(=vag`FBL{J`6+>!2}Y-b$dz-u-l;g4TM~z z)T~;Ybizwb?c#cxMy|Mzao2&F8Q5=verZuteSn;B>Nnkw+t}%lz2{wLYPD+Z`i{bU zlC4LxnHUZNyZQn|13v3&U zqXk%yonU;b)q&lFwKpqvn+;Xd(S|apghHD;HT@{j9Ap3@iLB&B1u5_$z8PM(I#R_0 z6)>5WA`_hb2Hb%>iLr{c$8ls# zawX9|Zp$fUhXHECw)nZYEw44sjWnP?CDSB2eMP&09jqWR<36=njYxrzlHWp+B zlj<6WatqS=?UuLwgOp2qg?mvJ%li8Btwmr5;VJV(rpkn3A+ncKc5{eV&5_GCwOMX9 zv$@WPRh(R?Dme5@#R^=Xfh={2?}hQK)HMkn3il1(71!sAG@6l+mywv7oSSyAyq+Q~ zjmEDRsjyGNlUMtXCleR00E#5#zC=`vEDJkqTR!uz{D6GrNXsSNaq(+sw{`fh$Ab`N zYl+U?QSm0r2BwJKtPzNQ!R>{K#je2Ky&-bWK!fn_HZLu9@Tvw3jJlVQ?xK zQLKM*;wjU$)Bl*KAj3u>2G^fEohVA*RZx2x1uLl|mSfV83o16nlFzBI%3(~(P^|mK zqByi4I1~n8P-j}^yN=G7G*a`(kjv%tK3!;S8gikxm5ilVZ!$iK$cX4D?{mY2u03*C z`uSZ;5E2{5xsl}&_J{0P%j&5A5_Ok?f$yeYocKY~>cZ{dqN=+=LeMMyeaG9G4!O$3 z?di1jT5T;=`;0^!U}c?g#mjh^UU%hdY74S=_NbfOC{Rv#^L}4wIUx@`3^<(NdEJ$F z2}y_mlfDDB9}^+$10zLV>kuZ_bN^j7oLjo8Zj=)AA25jk+9UIJ(;w=4_b9qKRw(cL z0yDTIf(zZX6F$^D)sXA+qQ`naUxD*fY*lnj1|7a)_@|)ix(Y&@!Z|@3DbIzNuU(75+VjfQ&t&|r@GjE!*=O@e6ju141*#P1^l#>71BK^&|0dY zku^4KnLd2CfS=U7V^SkqAHQ5b&rHw0w60p$bKU(5WUFsGUxD4?dzFj8)tbfEM~$_f zCc@W}$3%7A?MfI;ON6yQpHyHKh}Jk7S7|jnZ&je) zo4z}y#HY>sOJrKo&t5${G4Q_4G;dj)@))1%wK58eZW$I0FkJIGcYE(d1BcEw#xACH zHBYsX9x3`k<}>(+El{Lt5#d_W?6wnZRJ(--O8+3}u24Vp4fCw>K08uh7UoRgFWd+` zr_QghZ@hi3f}4F@n|wu2NeZd|A-3AHTkpZE=th9HY$_S)TnHaZ`W8R)VQ1_I^-QRH zqNk@^Al4ihY{T;O+)G>u^q(Mh^yPH0ELReMa75V$86~Go)X8RA1}NmVT@C6r!k6Rh z#gbc=s@Dx3!CN1~t6><4?Y@RuQ6h_#OvAekn{oyeS_q2?`G{V$<=@I=GcApkY$3$& z5&7p$pV_x>RIjeajUZQQ7b#MxXM|<%LBTF3x*`(JpN*@cAx<2F|DGd#dJFnPAG9Dj zbdHM6POGP5&@c)2zI#gC3nmj2>zUcEF&^lST7k^Oa^>rVQq-VMMMWJ(IbOjVpR;sx z?7E+M|e^aBT^vuFZ=IZ%*1g;B{+)5?PSi|g9n z_eE$35AgS>=ADVf*APJ=Gu6xml9}cPte%my(Dq$>(}QAFwNe(?i9uInl0I#g;~1zP zB}~oo*sUi2&jskivksSQj22_lMAeVjBqS14jjJysFx#sqf{eNm(xCzbkRWI~z6}@J zWVQ3=mUOok+)Sj;mz-j8Ww!Mj3+2>%jSIt9m(q>X#1E^Row-+08!AAB?lz=9@jiBj z^07VfGC+y|1Q}r^wNvpTzk~E}kN0xms}<{KS^o9iekGjLANliBt>ZmPuO%nUd;X7r z3C-rs>cSl8$F|p##7B{8dQ=M^tu1Nh@D!bkk=C2tppAg%yAxG&a^01;bP;w#N1YQp||)PM<+a;7C%?e zTt48Tw}On~ADKMc15+3~cj@1g&Ld>B}f+CTQ5Ep`n6| zifEU!#C@lPV}V>XCF0a+yywa4l+h8E3bhKRM789DZ7YUB^7TZeIYs0PvE&H#IBdIS zh}mzKz3}m$I$u6)rBdo2FS1kc+RHw>gG1w+hO5j^g`~$5kyd?%fE;uJqB^O@p(vY` zzl(+JSV<_~!?OHrMJ;Ka+Q9^%oUj5lLd_$IIe#h!!$%LtM=izWC?GJsVvfpI+%5 zNvKC5ql1u(Z5r`bsd*v`z)}M4`~VC>Bm{*(uPSa&ab7|>>5Vn!4}lFMhJARq4iY1& z@oJq(r|#h>5n>QAEA~M(3~&BlC#OpHysG-_bz~NV$^T&PxLCf@hhxsL$aYsepIh>} zUZ>v-gZ3yhNL9k8#-iolH)CiARqx(hxksacS#p{7sI`?M*37YK`zd*{F&7$=h$vPP zyaS0{kJtA^{Of9a`$VhcD|GnIIIlB!vBy|nfr*>z61qWFIQrpM zMRDNo4D4cbw#TQQ53A4UQR&OdJp3U^F}4P0P=9q-Z8gl*#j4IzzpLivSA(Ak}lh7O=Gq=`sF_aDFeh_xULq6p{c6!XN3onriWA_A#c;TQdxgIw?Pu=(OmuCEt4){7!gT^rG zK;T2h>2~a|KmONp&2)#G50l%+FpJg5^wzD6m~(n!R}l`7TacZWs?o`MG5N(cYiHq+ zdOGSCr+4_%;zYtYzwv9gmtB{~qqMiet*xcBX<#T1!^#i=0^`I6o7WwS-0Quo@7vXO z9C$fI4Ly;}+C;P#|AFlI*79?wbb)h-KQ1N}SMhCfKY`2A)#g*5BQ5-=WqX!W=Sz_- zyL;dsepeKvgx1Y5aQI7K8AVIj3y_*xe{ZR;)V@oc*BxqmUma$;Z@BT0EqP)W>xn#f z%7m1d)Jx6izD(!8rJrMVknSSh7>LboW#D2$To7W}#l|+b{BglMgE<9FhN^`+v3t7r zuk3_BCgxe7m+$^f3v>hnsl_g6&mDxe3kw@aT)6;80Pyr@15LBfVaX5B3M(;IH!)J< zlfGsgHWm=zD1W-w@>2E+ZQOrvk8_b3NL^L+-9g?W);L=8bn*Tgt^v~*0fqNt6f|sXiTGQ|AAaXRRHAR8h>|~RM-XBB&umwI*sS>I4+1s0&|R=AB7uOu zLfWV^HrYCzF3&@!nQq$mX`t%IdAJU_rm7cZgKYmTwsPu!F|*lp0;AWsboih_ZNL@E!=-XoiBU;3@!H0 z>s>^MFcAomKQyvRNlBPMfsx(ub9$*c7T$wHcOYpjUzUOfm@6J$Su-8gaUp7z zAIyJ%3<$)D;|bdS9Q$<-r$&oh)OZ#yA#oiVlvc*YY8%Gvcdj9Qp&@|4SZu$?AD zcBTm4YZDsNT-^MNK^UFeFz5xyX&L}~KY0moVxpE>QrRN8#R4`itcZZv`4rl5r64oN zuI|J%7u3{kS87!K8V%$yCuP%Zt@mWjm|-YH63H-i@ECISD&3-d!{#Db&?pcv!C4m1 zz2L~?`U!1p=paK+lRY#2_XU47*RH0!zH|f6sinr;&n468v$t>4Kk|mVlr>YjhHx^Q z`B7bT++N6QvU7h@@IUk|!{Dmelk{O2!TO2#7it94P36UzUgJmBuEryOy*z!jU0n}W zAVTSUy~tdTU9x`~Z1W|9RMe%~tlMwz!Q09vt{%*VN&W*=FAem{rsx_1P^5sY+8`3W z;2;rLpeHlXOE}M%sZn!EvlLUWXP!%Lp)kR6jem7ZuEeATJZ!5nF0CSn%XP>Pp(<%s zs@`;MbJM5M#BQc!iHw|9W9PoH@!lm0y7d69eYC6xxM*8za6^Qo#hV!&{^PJj2lpl1 zFbRZaqDCKFh@fDo1oB&q9H0fxXeT$7Hsm6@=o9(w@>78Zlkk7*Ii z;0fVZdi*W#K5T;9D|yyL#OcAAm41>RVBE9TgBKF-H6xOmxFtPe z^$OKgWAgQ8+(}YUFXC-to^2lB-{h&4Rs?AshNp}-im~4{p*^es#U)m_KoMew!50YLYhMuO+n_6U?Cv~&mRLpOvyZIaGod2b|Q+PW9fzi zJ+mE9`#HW>WRWcg>+!pS`a9TJl_x}{vxJ|`fLAdNtRiD51%#9cl*8YXi_t5Us3aXt zojOR|6|A!*Z#OR(3Nb6eyh@a6s)sd7qQY1`p$eq5vm-=w;B%iLgEwp01WK=OwHW7 z)A*u|-$QLzysv6#nf>XBPy1_&6;e#;>&z^S0xP^L4)12RtfC^?p1Iy_lVg!-4aEn? z$roK;E4~8HM#AI(`bF<>`Ge`=ER+X7DrAyBA~X#RlzT3>aZ zW7gh)BYadMHr4bjH(@lc`ROm^*B>hH53>rYx_dGtK-6JADQe}_fP83(r(Z?YQd8qF z{uS&uGaW_Y|3OiFh8kB&M#0bT9 zOMtYzQYKOs_SH@3P4e$M+=ld~)GA+nS<#TK0Dw)wAEY5a?X6M&wt|nGh=hB%ir{)1 zWKpF;##V-Yrt}GX3*3~!XpxHD{UACtNFzRtbWjHMdAOx};FiJb2i>fnBpj7wkAZ69 zW+BDI0`(#^Z{iFD;NYSOVMG8zP=vT3g6~AbU~w#xipEhxSw!GO{m(oF!X;dK@Q-HC z5qk^ZWFSTYJi`<$Ap=<`1)5|KM_=|(4!=(>r@|>Sd6lY+YYv!4jiumru#Yjb$;=j4 z3teO)zX|RW|9Pgmk@_cV$mNM=oDP51-uv5%Km>i-l`{Av(5j7UoNxj=j-0__xv{YZ zv!679fF2*)hms{U8+hob07DIkUoW%Q}QQ_144Pk0)G&Mb9_6d|IV~L+Tyw zpgs8t<+pG~f%C-VbS0C|qP(O;Q>;#x5>LIt)*=Qmoc(l>Wn>u3X;AG`-JffoHTb8$ z0$ry%#6A)T5deMwfsp>Dqz-4jkIm*K^wq36*w2EzLX2QxR!)x9uCJdJ-ogf!OrQV^ ziz`0+LLg2lxHhoLNQd>v3>lF?DWHh>&wJ5AdZ^72=PRTAOL_}uF zm~-|ba1+F^;<2wiKlr;VjJGjA&s4VfY6Ie_6hB3odsi8{Zat^^dq%!&AvMzdz1)pI zMVX3Hr3|d6r*{=CF(M}=a|NZok*H!Pe>*V|_-hT`=VmqVVp^OT>Sb9v>&WE&`ECFL zhKZT;5UiPYzB{qOfkkO_4?+wmVC^(NGh@R!!R4*HYTW9r2;9o4?M`2U5DWW5=x8K6 zxh8}SU6>dK3Y4<~|5vvPY^^RXTbk=? zB`ttR6eDxw5m~|UNp5S$*$8&K-qx}%zh%|N4MOrm&%}DoJ!_OlbLMg-McA~yO$iB% z5J0SPNihRDwLmHQ=#6Zn9_1qExYNO6|M|HV2DuH(Ofx52ka6{bk48+49-rHHXQC)B zD&v%w|K@I}6^b74mq^`WY-*#6*I6SzI~%s?9}FoZ~mCHh>`2`q{h=d zttr`5)z;@cK4Z-=GbfFCcZcrH_0S_+n}2y}?7k?IA6WSKqT?r+olfzEwYr9yI-e}A z;{!IgcDC`VxtSZc#|eYt`--LMYTWBw92;3tpPUCWl`2w6hcIF1{Qt!}fvFM=pUBU) z<>h@R_xzM$HA(BcqL1q;By8_W0{3I4t+n z^$>ZP;}65TpMGJc{Jm;5rFK6)x{-SP0v0iGyg5Vp!1n$82(A_NRY$m(v`D&1l{8Kr zTD^y0uNv01;r$%_itVmzyl5K5JdO{IRtV&$uek7LO}B3xE&cX$eGT7aaGC^1pHbY2 z@(_o3!stk!c$iisV!c|O{uhN5X#Dp-YUo>;FUzFzJbSU=9EczQ(h^h;N1-~=>C&K* zC643wur0(A0>B>@hyPb47()S+ko$$r1dc0o2f_+X?ZlU@w*MrkmOG8>P)qU{*dFq-HxPX0~b-WHkA^IR}tycjeR#9sOdmx zmSiAPI&8yAre(T`5f?AePfJC{0i_!QnHJ?BJk5;`0Y!ur`o*UO4oHK4OE_z_zPShq|4Vi)zZbO8XJi&k_tkAn^JaOtY03aIBQVPgO{X0V#kw(KT3`v=PcernATKsx*>@KBM){#9P!3t#`E zyl6NYHi6?b5nt%=O!;=1lBy1l0Txt{^*7qMxN>Z2`x#Rg!CiL%!-xQ=(qj?LZ;eYy zYvfZ;iBB%Ne_sX?YtK{8M%z_WU8lC)DZI&No4&r~@yP%7eI!37d{89#p0wiV3! z6Wi)Ymdnz+j*O)FV26g%U%bzf`>3<;;F3c*1@1v2`XLOui66e!blzr158f(UAW8o_ z+y#n`cIj3#EFomoN9~)}aq*<1uEEC@Y5LznGQMeLyg?L1uws|4PY#RPs7()Uc60HN zoUV4%b#!zDoDVE)*S9mq6akXYp!G2bj`8q0-gIlkZ6sF{INhEjqzWdz^N=1Mq3Gf@ z6!#^h>t`9)X=K6E9w(e~c^!9-XAW|NA9!uCFFZJ-89)Lk#_|oMd&^HBVHXIY>LZg&JkLDh{uh$s{ZKkd{^@oY|PDV9ByV`67NcwVW`Eim%^pZ6iP>8Tw=!%U zEm!@Gr6L)Q;z>^+hy(!1&vtx#`bOEj@*-AO*)w*hC2bWBE`WC)2zL3cy#tNA`fuz3 zjrM8)g$xrII5fcT45!3Zb%}{6eB^BOnyze?4MIE<8}8F?hLLl{`_R0_!gqKyM}5ad z&0gaW)uwVFd|y4U`)y|Yn^;j_e4g;>)I%#WJ4vhDU!Sy`WwUEp&;#@H(sNfILu;;^c_XvtG@}x88PQloyR{rA z+gsu^$z+2dfB__^hV%~iJGG711MVjJ zPGzO%I`ji3B3rRV+OG?KYTJ{G^UKRq^KH+2GkJdA{8NV`bb5_WkHxt`)Yc*kO`V8G zP|jHyp_Gq0>TP3s*+dT~DMiHmjr3+WpA@dw^X^W}%NzQ#_KJbDgd&VIiKIlmuO9ZC zH4I6TM3MUXv9Pd2iU`fltzV9uSwl&i&Jh$IZD%u=W;q+~fAe)Gb)H{*JNj|28^6w3 z-6wH5GncHT$P>c=K)+;QiL_j4`~KKfQ#%`0b0jnWcVy)`3J23T_yy*?dd!#vNuEs9 zNKVwn!X(v$Ins5+liUKnKkS{-TFx`&ngS8 z6D98_cEf2BkI(xt-cy;m$4&O23LWkc5da_v3iyllu)Ot|%jJ;o`IPu|w(Zir#fQwg zOy_w%?&@<;{Wi{`n^;N_K>_)WOZzRytH8)maKck7SY#^p)~XRtt;kIFV2BmSE|K0nqV4w&v zD*XsR0Cu#4lDIZjr@Z!Jl5gwcY}GT{%nt>&9|O%tlOdPb(U-gGf8WDHLhiB!GoK!d zRu9rOkY*3i_;aXX2*}Mqkpnx0JF_=&(dnCVx@Y({7$>6Li(VRG#v%^Yk`G&0Xo_5T zGjzmyR?e3S*sMGZK86OFi-J80+Ku}mS+O`)yz(sm2tB6oxos~+JGZ)XO;JEpw2>|v zo3~i4uw%_=MAsgxUyc4H*ej$eA46uW;%#oa+>xbbryZLwKCD*yUS^qal0Kx*{@o+o zehOSMjHJ5$v_Z3gL#qYwUue54FPvRYpI?SMcQlj)<8zJy z2`O!zU3DWS_E^;&@^UOJ3k`4lU7vgNgu->JuI4|C^4R?Ei2wO8I3X6TNV ztKDA@LM2H#5mf_WBS61{_BRj}D+H%}HY=lxj|ct@tZ@5m{XbkdXo&`N+=aT%=9x=f z*G;xw#Ga$3)AJXYR%-OEj^6QNY$S&9=_D2nSb?MFO&AZFa7Bm6f5JUn!@Ze!Xz?v` zPM<~-NRAuAuYb-5<4)&d*TS}@aKU-7)0qGS;sAh_Cgt7mG@_xFS<|@l{BRnZg1OQd z_#AVs(}}V18mWrvs`81(>C5?PdRvCwO{i}Cz{Q!bLNmN0Mo-K}vJ|uyoZEpUzee?7@FB@ea-Z^Vp zHm_^l+xQ-jtCzf0%Cjk8Q+;n&2#?2YKDUPJ_dlDna6ER& z6BVvD+l)FzmDR+qGOQE@`qZE$vL)nZI|S?R?)d=2X!4m~%Z858=exB(mQ#c*oo_er2_Czkxs z5U9P4Ol_y0O1_(uhv6@MeF+0WNkk)LK0T+9L{8rR!sO%|dta}|oQK&yQEZi*@(=Z7 zb1$zv$EynKcf9s`}TAd|%(D>10L{dS{D~3`=@BqA3+L_(4-7 z`>OtZg8Gp##IlHTnV9U%w3&2X(pI+msW908JOhWrMQKASfASEkDLxsj&iZ7jI&CS zMtF|i`(*X3>ULc+yqfx;@*0S$Jd5uEm}n#WM_ij4oy1&H4-n~TrZDyBg=fkn&i-6bGG z8knaAgBH$l-HRv^m6T?gL(t{1RnhDc+{S|e_Z07om?tXSj{`RnG40%nGYKyT79E8+ ziJ}!^b7x7%%FQ(e)*@`}&T;9|;%Kl_9^FiFdOciO_Ou zi;vV&xZzZ_$Nu|+)^B4T2~wv`sSDP=&)v@qyQyrCtsQjr3KjLn91UoR$t+W#^r8hu zvL#w_WRR49)uKEC$MX>-B!1^SwG;bG?VnlNcs(A8uc7l~**}#x+~7O2NAt2byu!FH z{i4JF#Mk4S`~7oy6O{~3dNji$YQ%Kz>~_M4R=ATk8q?@^7%3m?lH<;=x2`QPvmu?c zdYD5Ki_xTrZ}<{ouh>6gTu8^3yxu~aXFwo1bQiea zW695{&+1N*TSJs=USybdVMb7hrA7&Q!^wo_3rakOrlWDPeqF)-aB6^M!MWttU&@%P zJFI%YZ>q9Fa~oWEzdM;pgGpIDIt5+&8%0FzyU$4^4EVPsXFc7}6P%9hY;NiEtwJ6T z8~NqphE5}C6)E3@XRf8Hp4#nI`d+2iu{1Y-?#S~v+0Ilh#iL25ZL@lAC9c3J?NBf( z!Y15O!pgyCK-ERdy~&yfD?6A_E|lM+*h*e8dn_wgGmkKj>6}iAT@UL(gn5)u(q?zl zwr-=*!7@(oxkI}cY?`5#SPoLh3(KOQE`?G{;h2wPS& z5{MZuS-|NkiG<%bI5$FMwiq@n9$NhJPwAZ(_e9O?Pq;`LiOavBM=)`(JKXd!il$`T zR`Xd8#Ew8eT89NihX@Z37}-jGRU9sALkKXJn07Ufy|VIo4^G{aq?2@vtddMRh}v-1 z>iWEQZKfNc>2rqsuQAXG`zta!qpr4hHca=raoYiLBBbVE?(lWo_g)l3pYc)~Q``hL z^*iI>1(K{tKS4igWbf9rN{{m5m(R!Qqa0j~dYAcZ#{F!W+H{VW(Llp>S43l^qce>P zKZ;uTdvACSGI>VqiwES?50UA@&PyiqaONBtvQ?Q8-6q46wl_9ZtdRuG8XTes^1jV) z+vZlMO%v^3(&MzRGQ>w-O-}g;v6}M^Qs{-57cDdYJq26?oVDR)J25)+EU^>a-RITT zqN88T3p~$j&&A@l6|Ds>f8M04h=(V@a`jG`peWU5qNgFD3y2HMAEFm!yE$5(M6{Or z;Sa4fyGFLUeIvw7Z_lpO>%FX1LPB7Y5+0H{$`LCP~X` zZs(B9bWHzMjd&VP9!e=DWQ_CkYgGjl&SHqZNa zUU9O5-c$l(y&D+oHtPR$8UMDx_(NelQ}89%5iMIlN84 z*wx>AmmR-#q7i)y$U?@(zu>uP|9X34RtUX$wDn!Gw!;)rWPJ_R(QvYMja{cdYDO=CjDSMTAolB0|_>qfSzH%mT z4nam1%JtakLfCc^UzGcGc|=9ACrl)MDhp?L#f$M6t`Wnd<&~|`uvB-zj!Gv#1nQqQ z!HEt|B$;>~@iJje&SD0ML)Tf@AN;?IPu-hvr2aH1Uh#F?1Z9zh$rdVE!b;b56j`K& z9Kbwjo}on$AHivO34JV@&CcDgqaomtHD!h5Z~A4=nf1%Za+;d^>!?Nx5}AtKVn01C z;b;0#<+z4Qy@_}A__>(Xe_)F9GImzBbboqjVx*V=W4HL(Wk9IzoxKmn;r7o_*9Lg)bwN~obouTmpj z6hsJ3iu3@22nd1@kY1%3N|4ZdC-e@X=dOD0&-?GrzkQxByV-AN-hHR+%(guCqWjY> z4e+%G39z`}G;G|;0DT?{{D-Ed}DJ)1ubPy`$@AXorWlP1#DeleBb zcsNlf#jZ<@@Ul0^Q>Z@wf1%M zo_DrC5(eD0AkaG%G=G5Xv14j6nU--hN8Q_!eLFwx@23fV(Y!Y_#00uR5*8LT%+y~% z9cr%)t&|ui49Ko)J&eEqss5Mz3$+BXyGx`Rkg5F4@rzG(I%C&SG_PEH_qw{CR*k*U z|6>IpHU22!dGJHwX_@1$CWYODmQKoJHcv?^cU`N859&_Ji;{+xR(`$(BHY5kw&?*e zMpiwh)wz~1l#|zLdw23uhv3#lOSk_tDlGW-K=au=}?~8)pIUK5lJh9^l^l;nJBZOn-`2{_U;auPwf0bpBCIKqmhQ&q?v&nvU zSlE3lcUNK%nv|#NuiCiV0mdC;#ozacCXj2v?-YPTLhN4QzrDX)Z+U~bUz|imL*KvQ zMa(7ibEcdMSe{fw56*UQtr)Z&C{S*RQ};cEzjA?VaQvW#{2) ziV8)G{T6}d?0{Cj9^4p7JMeRQnKtc+5=KLjz4J<+aKJPs+O;BN+N?yR^i;{68=~nY zL>OtB@O=L+$ycX!jE`oIMtutQoBN5QeZy4a_a%~xjm@*3YpK@#ffi7%S&RkPEWgTY zpjMdk+FGl3>v;kp4dv>?KP$!y3J-rdN*Ry*;M;5f5;snmik zj82!Fs>|&tc3-`kNMmR3_8(-l)5mqLVvHLMXZjRz7)bJn5mUT2K8(h3`Vz(zeMDvK zUrF?lAwA`;W38KewT*?!(1`7e@tqX*x&jX~gz6v_Rov@JqQ6j~j!$&ROFOVRnCJW@>eN zV62$7L7n?1xGh|m^h;>bcH_m|wp{%$Ua5X(gY3CGmZmQLW~ZI11a||%0T0z(q<&<7 zp&b!76e>*>r@;XZ&deEyo1gBE3>*0F{dxg%69+2MfcT9@Oo}P~-mUfow9ibzbehrk zS6bh-pcRFMZrGhTbpNhAxeHz2A*AcW<4>l{QEIMkv>(3J80}oo@0H1f@Sx)Ls!uW3 zLwVzFk=LQRQ7}LCNQwVY>hsn^;k1j_ayO6ab7?H)Sg$UdVkIVL%xHKu;q0a2t=$&WJ)67Cx2XK zwMJWxmAerWk71R^<{F#)ni`B8>DggBk_W?l($gk-erE9BW54eyEvGQc$eMAhM@)Wf zW_Whpx~;kk!D*GlS?)Neq)As&g2qx0pP5CUchF~{}UX z)+yNAf5Ua6kyCK{&PdrA8R?wfn-@im_oqH^by^B1T4ymZjt)FmlX4<6jwXq|1~OP@ zzVYX*-{;#{A!E2UL9O~HmdEtU>YJm41%l67*rOn;$1E4G`OA>XRY8Fh`H%J!4;@1F z1K!;L8C;*%0wS~ut6pt;j#X3KMyAW=a^A;!cHY6k?!>9xTNi7#>x1BJ(&!^aSF^a0 zJgf4Pm>VHa{zHo3vPUUJZQu&x29uOBP78Lmi>!&%~`S?w%3E{sdT|H*RSVAkpyCL+S}WuUp5pLqK4yB z4eA{csu5*d`u?rvXokHH_)tJL4g{+2 z_6k733E#3_?I%j&Gwq#7;`WaClOlX0yZO5Ji)CDmrs9>I3hI6#acbW%!_GMP;XFyTwQ`dCwLAAgOqI9y;jt+s{9P|yGrq3GEVC!oS^9_^= zq$vJ43LwBtD=JS+hN0amRU9s6ji{FsmO5$lY4vW^C(T>z0Y*I=4K3B>HBC#so#tOW zoCWu24G~~5#y@-sbndI^A%2&P@vvkMy6!qvTj*yZKt*-OL}L=sth;T|gR-9r-YIDr zy-cwBqAW{kTdfFTn+YBX7!<&8B`Na@y1+H*R7CjCI+`;l~tAdp5)N zdzv?EbYj_`u-$R_OXGn*%V7y&WKCmORd_l5h`#Z_g;QwC-S1;iso<^1PWA}i&YE{> zw{UCEi9xX4bf9@62u9fxuh4+{Au%b_UvHNzDW~(O&ykv@Y`S%-Q=6P;wf0AVrx!$T zezzjv6WUVgKUxX8C$jE*$Aq;`v&m_M=G(J*OPB$%Zsjlv+suXc|YSi zz6Y1QRIcq@XeathazV%CFTYeEKfMn)osV`EJxWu?XVJ)fpd+w6T9aW*tF&zMUz z7>+%7tgQ@x)9UjjmKoHX_~Z%D+w8SYK>WuVtVgn_5yF#gp2vk8WNf}Z~@+f+- zNziOKDENVgh8LZ`Xj+YXbCX~ML=D|?DE&b=gS~+jEad@ba05B_=4wqx==Y6HlanBq z(zl*$N1ZXwN1YZa0JZ+T)e5EEJy)C%MYijKK#$8%e~l2({uuKjWy`#n=-a> zU;4mB6Qu_b9tZFn1Pr>Eo8ys4g9GY5ayTM_e@YoxE9(O98d1w&9`zia8&RIh`ZmgQ z$$qCf9N{@ULT}tlcq0I&)P?9h+PtdH9s#)rh2A#Om!jfUX}h9(n^Qf&UmyC>KWDuy zj;3b%L8WgbXRoydk^~&3he^zZz?S0MpxUUeEAwEalsnhW93BM3B1+2Oj_;9o5jZLw z5q~c{{&7?p-kKJ8c)wGw_;k~~=C_)Rsy^*erQ5Vq zXQ_9VhI5Yp?Tj%O7pr7q7*Wo%F)`Mjt_&M~$Y+#6%Orn%9tSjOqvW{WDp6kU)f-q< zVr**sfHN5PGShGW`$ek<{&uqUgTOH@04YYz3e^X$KKSJ|>wQMaR4vrgW`WHSUgmGu zkGaDa;b=4v8hG7&s(&==-@NM7XDWxwy+tozrcT_9&k$#Ilq^$+ldb|{ze?oCpSjwU zoJD?fsrKE!Nt|l`_$cFIEMbnye5aBzfbJaIX!|KS)TP!&Z9V7ZJTDQ+-FlD(8_scfRsgUMpo+hvM2PK64oT2J1%vW=-J5DWcaP zq65!%)d`5@P?;*(M+=Io6DJLJ9V!)EiQQd2dS|KS|A zw`He1jt^dzIqnC0h_nMU;P6Ze>BEm$X2b~p4oI(#HHP$~FnQ=_pNq2^kbF*3D-e*KSI7+KPQHN<;gah{dXD?KR*r-$PMR=N@eVALo zb^4?uo22B2#T`HS^jEr0zv^QqttU#YHCvO~#das~!MhDEW(B)7$a+n=85+;XlAJ!I5DpKnkFkW-5>uM5oPbKVEw4~UBvvdSu&EtiBA9O-It+FKf+hj(#=$q^19fC^%rXL zb@%oPQX|6Sm6R6f&T_WuG7|SAvC-7fMcUJd_JzODhjxL_^U5FRdou`-Q_;h1>x{6UKQFBmja=CjRQ1zF zrqx=7zTyB{aF0WAJ$!wrpE<+UlDM93bQk6p`3Iv+JLy>j{+Jz@!TG@P1&iZNWTdjW z7)w(uOT@7(rKDL3b!08^E?bUslrpdW zmZkNiG0l96+*JO&jerC(Sy)R5P1!H|N#p09i}cV?H8GCQ2LY;H^%Fs5?P-SD@WnKr zsDuX@9xn{jmE`>E4}GL2C+JwBw<@i{ZQdN)y(Bq zF3}_0qxUm-iynS;Y_MU`y~U%R+p_+@uZ&yVPv;{POrGg^;ELgrGsZ78xUNDuqS2|3 z`uL9+lptJOj^HQNdNJBduqBT0V5u`i!(+&;a2kW#%1cqB6W$roylh`cUZhpMxa>7Q zjx=t4N=e$C!=d5#3B7hW&d*@g&Q2NNau{JUUU%(uJk9)($IeKYL12krYm#cwcFm?{ zH?KZ0aNwY_N?d|)aFQ@owditjphQ~SUg<62&skDXE4KX8bXF!VRsgnwVWs~!a1HD7 za+`>IIRfjvZAH#}P8-cqrq{W(G`n z{)-mzR}A#}c}Kgu=!z%mdCug^eRGhaPo>MebN(3^^HNEckYTwQ-Jz$ebDL(V*}g6I zm-PNkGMZfU!UE&pYopd~J}Y%S_#Sd*e4cpv<1K+P8Jef-T?B85xbe7R^zt|A7# zXV~^@1f`qwNMgPkZBbdh13UWVhqu+s64)A3lpUg9VQ#+qyh7QB9lPGdXPMOPcXr zw_`PeEn~H^{fFG?CXDHX)rlG|U#Yv=$K3`af}<$w#309tlby0{!daE*=eOqM z+E=?IdrYJS8x&2c<%Zx#2H!4@oA2jaM;!+!Mk}}u0Uzpfx(~?!y**QD`Wgd9orF8C z(IoU+zgWhueT8(7McSDKo>ciWOiI)Vah{!r#EhSck2z>xOvV|O!)cTKcTSSZFxxf( zYogtINO3-9!tPlPWb;R8rkJE|e0ZeFK$QN9)DiZ5EBU}&_ONKH?_O8>%>fr>2V?jC z20j7g4c5T(WC9AOtOR2vCsWs~U$T)=7o)zf^1paz!RCN<-tsXjlby;ABGiI(J9~Ur zGb=pCtVLlAe&T&q$&8glUiK6j<72->ne|NXaxUSA1kKEiHkij?!UdJgms7h*jim!~ zUmE9P&Z8N-ksUqlt#NMMUvLwujPDbSVzDC+%?%MgK*<&HKkDEodWNR+Vh(Vb$Z`&Y zAnTx6uw9leE428URZACnJL53zk`5jD!GTJj81i;oinZ0EsgLSzo|bg#mS&ipfRG>W znh3=^RT&+zGs(fUuBmof&Ce6*RVZ+B-u(zFTuzIvP+i;O?UUuoxXb?1YJ1b6O7eCG zTVkUEpR+=lESbr3#etRCTxW4Zk;+;*XedR9$~{G8z?Z3}4T_M)*k|i#WTH>3DYh8sowZVce!QM@VN$mzoks*3|_GrBLS~}O= zEGANIEv+^m#W-*=dd_`fQ-$W)(kfyVjX)GIB&y%b0}T0P^2Eb6Ls<0Hi-qjRJiMgA zU7Sw_jRppa^)u8-AUdJvG;vqrx;RvTc)f%7STD7@XBd6*r-6kKtLMO1=_=0`B{TBh zzuL-|w&Bx1@2%3e7N!p2-$OTDv}E_>zjM6|+BzuV8_^1j4<2(Vt&^wK<))6K20BGt z&*RGZ5L?5eX6&CfX6wzE$|3YSAMxA&IR1F6ii%qT?;z*jr?{Z$>a`(~ z%(_px9c3;P-2G?=&lJvpbddSwa~%CHb5y-Mf28E=#k@-XyKti3yIj9vBUdNlA#*%59Y1p25yN}U~(*U~v3ASisTSus2N<=r(b;DLd@wje^t z6sru90A9MHwW7&CpvQ$RfQ>e1K?3TXat;TLvIMNVijDN+Hh=YQ32P!=uRZd7)q|xG zG}N>0MlC3@{=JRYnx4o@i;|)1IzLWJ{ekPAlVryLp$0%;5>Y_J0+42#*5641Kz^rz mf6JdR#{YTv|GBDufj|uZj5n`6TCn_mWp!n3aEYQt@c#hav$G`t literal 0 HcmV?d00001 diff --git a/annotated.tex b/annotated.tex index 46619ab..9ae7278 100644 --- a/annotated.tex +++ b/annotated.tex @@ -287,11 +287,11 @@ core genes with its two genomes parents. \subsection{Features visualization} The goal is to visualize results by building a tree of evolution. All -core genes generated represent important information in the tree, -because they provide information about the ancestors of two or more +core genes generated represent an important information in the tree, +because they provide ancestor information of two or more genomes. Each node in the tree represents one chloroplast genome or -one predicted core called \textit{(Genes count:Family name\_Scientific -names\_Accession number)}, while an edge is labeled with the number of +one predicted core and labelled as \textit{(Genes count:Family name\_Scientific +names\_Accession number)}. While an edge is labelled with the number of lost genes from a leaf genome or an intermediate core gene. Such numbers are very interesting because they give an information about the evolution: how many genes were lost between two species whether @@ -315,6 +315,7 @@ The procedure used to built a phylogenetic tree is as follows: \item For each gene in a core gene, extract its sequence and store it in the database. \item Use multiple alignment tools such as (****to be write after see christophe****) to align these sequences with each others. +\item we use an outer-group genome from cyanobacteria to calculate distances. \item Submit the resulting aligned sequences to RAxML program to compute the distances and finally draw the phylogenetic tree. \end{enumerate} @@ -324,7 +325,7 @@ to align these sequences with each others. \end{figure} \section{Implementation} -We implemented four algorithms to extract maximum core genes from large amount of chloroplast genomes. Two algorithms used to extract core genes based on NCBI annotation, and the others based on dogma annotation tool. Evolutionary tree generated as a result from each method implementation. In this section, we will present the four methods, and how they can extract maximum core genes?, and how the developed code will generate the evolutionary tree. +We implemented three algorithms to extract maximum core genes from large amount of chloroplast genomes. one algorithm used to extract core genes based on NCBI annotation, and the others based on NCBI and DOGMA annotation tool. Evolutionary tree generated as a result from each method implementation. In this section, we will present the three methods, and how they can extract maximum core genes?, and how the developed code will generate the evolutionary tree. \subsection{Extract Core Genes based on Gene Contents} @@ -340,6 +341,11 @@ The pipeline of extracting core genes can summarize in the following steps accor \item Evolutionary tree will take place by using all data generated from step 1 and 4. The tree will also display the amount of genes lost from each intersection iteration. A specific excel file will be generated that store all the data in local database. \end{enumerate} +\begin{figure}[H] + \centering \includegraphics[width=0.75\textwidth]{NCBI_mem} + \caption{Memory consuming from NCBI annotation}\label{Nmem} +\end{figure} + There main drawback with this method is genes orthography (e.g two different genes sequences with same gene name). In this case, Gene lost is considered by solving gene duplication based on first method to solve gene duplication. \subsubsection{Core Genes based on Dogma Annotation} @@ -354,6 +360,11 @@ extracting core genes based on genes names and counts summarized in the followin \end{enumerate} +\begin{figure}[H] + \centering \includegraphics[width=0.75\textwidth]{dogma_mem} + \caption{Memory consuming from DOGMA annotation}\label{dmem} +\end{figure} + The main drawback from the method of extracting core genes based on gene names and counts is that we can not depending only on genes names because of three causes: first, the genome may have not totally named (This can be found in early versions of NCBI genomes), so we will have some lost sequences. Second, we may have two genes sharing the same name, while their sequences are different. Third, we need to annotate all the genomes. diff --git a/dogma_mem.png b/dogma_mem.png new file mode 100644 index 0000000000000000000000000000000000000000..08d9c5e8c0191b673ba3d049628f14121996e88b GIT binary patch literal 31075 zcmd3Oby!qi_b-Zy1qet zZ5jiJb7Q(e>Uvs!{nE>9Z}bwI&e&5cXLOF?S3Ve3s|rOj0Oh9mv{##^(FDnf~po71k$v zcEd|Q`GvPd8)?ot-M1k|oKhMz@LF456B&gFd2rgZW@lcr_E2gpy{5UtH8R^c3H~&P zjVlbsE~~d5d(n$9zlAzH;_`02^CNU9X-FBaU?+7yd-#nlGjd4frW+FtDeVNA!`x0$ zp&6>M9<6CEx_6v5lwtS9t@O`6v8gDOwInQwG5l=_L2kI-_(IcBAiN>GiW%2V*TwRp ze+T9UqD(k@uHnI^Gr)_Fw6e;xxV&zNxJsTPVtC2L?B%u52}@*lnIh;_DJ?4vrCrwU z#hhiy$!f;HV#Q&;iNMH>38LGa-QY?)fcAWd{W`dOmChZ@+eDv~9gX-`A_ETeK(xb|b6w|!QE!%=ev^CK5R9IQyGXtkE-4SDdCA|%Ppa%`?i zXkho4=_w|@10}3a@pxd}f`&$sYvXJQ#>t#dyg+v&9oDDvgJXG9bw7BZZa8N2A*NOw zGE;`E*fJ~;UyOOP*pw6guA!S(ZSiay7soe#qBAyj;k@O8*y$J&=evSu+N*fUUd%;~ znrL4pEJ7~Q)A69gOf-|Iqj#bfvc;vu*N31D%ou_8W~n zlxicVxJha|sAE!=p19#ks$LU|IuU`-n*x}jNzCSN)fgR$jE8#_?;{**VsYrK`Jv4Q z`V4+6DScv?6ICYj78=zXL`hk{uTI1}>l2(j{3#N{r_w#vJ@MJxjNR?Wf4zNt)x@jh zs7q7^Z#q5iBF$bjHT2MkeIjjR?FR1Tme?sI)5j?#NN6fZZfT#Tfi)pBS58K^+0cd2 zUOmmXTOX@ovJX4&SoA1&m^ckS%rC^rrYSj6;b{iv{1H|m%J359`-XT!!bf;`>8gTh z7!gs58;^XQ1+}$49+59<+~kF|C@X)~4^J-KJJgA+H_lnd_xfXOH3rtIOp-C5`8u*F=hIlLN~eD2K4~3CJCOyfofcy?BNGEf-1lfv&&4=7L0+D0BbHld(@_ zt&l|Au_+Bmhfgw|7{~9 zMo(njISg5rM9Wty-#gA?cgXvJ0b;^O$!2jp0Sny93}xtZCoDG!vB|ZhRg3E^Rn#hz zTjcMST=4iAR6R0s_-qksr8TX!GpY`G`5`3NOPz03n*^GPzJ8>^F`l@!SlSY*I0H+Q z{;|^evV!t5q|<1xv!}_s{>dV8=*F_d@$7YV9p$A1v)@U)$_=5ah>|zMNcA!{a;&mD zX(Rf(MvjBU)`*H*S%U@N<>dIIcYF^{k?ZB)cl~Mia$!i_x2q}fptlw#3$~Lbg3JZP zrh3xCoC}K3!JW`x?-cw;@{rN(%I#9x9P3TmKbS%>?YxK_1(~Gpl$I1nySK{Ykcv+q zC)pb@)#y6;%h8E(okb6rz*-O{qe5x!Oxk(TF-E)N1(HFyl8*Xniw2TT=&0V_Q3S!9 zEVt*(7M*?;Thb$Z7s)9rc{CsoY&q_-e?+IGrl$v?%9mxx<>gs)q z|E&A!%2Niw1R1e$)0_gRv6-eF{xZZ|+bHa4`i0#o5>~Lzz-B2GaMLn_azs>`@&&Or zB6?sm>V|(=3%9=)3$mU~nAtAb!Ml$Y8H4YBp!@TO2>kuo_@Uc&T;9t(P0=%E=uDeFZ2rK~KDpqEWHn+$*Y}vrb9i$?E6t=d)xYU#ptMM1ZE__(=d#|+g@Ka+kC+heOy>XHuM& z7v&g+1xj8I)52S#f~clhUs221U%eacEzzLegzt#2JRwBbG#RV!arRLtoAQL{-7lfZ(7x#sXyK0&|`fN2LWKb*hLm&8iC@Z$CIGOkF zY}Lc}WU0Y@TSe3q$Dd>kLP@8V_JZjWWZx8}D3))rWq9%{v)Hd@qS^y(h4?frzG}S);5M^>gkfq;V!m$ z;r5DS!VI;|Y$d#RyzX-ws&GZ|YJ3!yPmF77wE=9Z z1h6Txb4Ey2pHu#=xq3b8tK}bji~=ng9%C22LE@iY(>ep@AT| ze&%#bskSxHk@v=v8%bII!!roCwRnr*MwkL=ftJu>;>V-DVB1nX$8S!_WApDn@}Lth zvYAfi5oJjS1}3DX#>*eT2a?^V*Pmc6ehUiBc9-y)QW|rbJ`3!AiiNLw@&fY`Imog8 z=4yM-*%h;B(9rW2P6-#_RkT7gEm-xd^?!G1ofbuFZZ47)PFnQx#1}m?ErZ5U6jqg5 zr>$_@vp^1OD`1u^-Q&L=nbqXK#ID*uo*^4549OeRlT6mYOF%StB6QK&sL)RMRg z{cVWlY9KW-Oog;z9LWovdXN0+C1AE!_$<-b&+cBjmm@t=@9kt3Q=c#%BlXo-7fvnr zxz%(63`eyeGPmC;k>|jR6`Ap|Cm6dOht1(>kujEMn9P{f2<_~5d3-BqTAbZQchsIz zT#8~5V0b{#*xVp8>mX81@+Fhq zpZ9D(3#cV2A2-|R^dlKa9?%t@T;HubMupq**{_=zP5Ge~Ev`@RT_xz=XmR$-iD!RK zZ`i5A!#Anj1Ondnj7`~D$8QWoR%I`BjQJ-`Or$b#tAZkWAqe#);O>YjN%dKE8oAlP@Q5Wj}>E95$uT{ktYFG%wCYQB{F z^7T8Wz{}Dq7+g90wgexYrH>hoiqFPK+UJk+-DeAy$tS-{8!l68?NIf=s0VAw0Q_6f3e* zlaBTDookXp5?V4DsV=NgnCLB>+CbqGd?3)*3a!aW=rw!AhJlRh5+0QIG5# zU)Z@z*Aej^7T3~9zOBcDz9%$=^9S0WZIVicj1)kzw!_NrRH}B4i_b?=LyD{;ImZw_ zu*5QR5~mBdD=l0cP?z8-DA`-h`pbEkUAU$3J<@&K{KMulw}J9`@IfBNxjf=o@6(Wn zg0Z22(iAOL3m#oD$?=O$(OLWXj3}+_Ur>Le+$1n|L=_Vyo67Nzxa_=L%zKIMfDuv4 zWp!}<wEc8k3P>`Vx6LmWHp6{5G_0KL8a%KrcO$NyCk zFHOa;h^QTRKRbXO91mTO8bj)v-rCzK)tBa^Hs2l&dGhZ=DrRn#l!ompXo)%aT(gqi zc4jz`HTATKvBS=G~j@|v|Hjj5?K$Ipql<;-_*+Lf) z@rv*WQkV}a&_KZRh|Qq@hx-WpG0|y$__&K|KD47Pw79#*kiTa4*y?!XutY&j-ST!= z`DZIB0QD;v9rWgQ`J-2sis7=}3xA!}Leap#AE<)bSmL$U;peI=UCejeoKZ5s0KSH5 zYNT^s!-6F#dtGn1d6h1K+%Z;Xjmxv%965}C$a-<{3JYua`s!lSy5S)pFX{F5HSK#} z1*FX(ZPWSux0;H)@IkA$jSloIKO0JPW;#U#<-#!4*;|un$mU&Ve}oj-taV(SA2r_K zqoSe?bKXNi+0gy;>2>fI$J4`ZV(}6!HydSUNRIYf&Oa>RzQbH5kA)#moXa_r&5w!t z2u$w5-41i(J8`7~Kzufa6AvO>KYg6#Z7d!9*>I~um-F4bc;Wxs75c?Li`Jn18wRP( zj!k&DP?;B)H6BO7e8k5!HSDFA`_Gb!0ce}^zql?K< zl#1(UxHzb*Bh8E3uxINFM*)k=b^iFi*Sz)Gcpi+O7knv~j;_D=1R^gNc5|BA>P}4M zQQEC=`^2Xb{l!TC-z^}JfvU7YT1!=l^pN%S(vSJzJ{-s+<#bJG`^lTUBdaii$k;qz z0q#b1@~9udgP6qpz!v@@ks&uXwkTpe;UqCj7VpSTE@GUS$1C=@0q(3yFRtupIDmL# zZF)ZY<`wyEkn^1{h3(;aOLm((jUJ}EWxv16k!WsQCCroa)9*B!4C~-rqaY;#}=yKHf#MY)k<$ZR`?JAoYRLFDt z(jU~~#US$mL`iMyZP*(YbOC`*%ckp7-O1dFler|f)V3)@ZDp@Th>hp$g#7(I(IMRE z0GcOsc)Xg`d;;p~N=Yp{H8eE4jsD5T1I-&BEjS7zO2Hgy84Aa$WegHo(OmVnz0M^i;oQYA$AbXVOKG}in*^UK2A4i1b{Ob9^do@9fSx>-2x4lx)m(}}G@UMpN zEEed9i;yN!I7(hkA5*cS_5ax96w5|-hI36YUVzJ^qDLxDK2P!^Rzeis|J6m(VvcTW zW1=d3=Lh2(-jrZ+XRDsA^FmSSwbVB87K&ss8-bWiYC6HwcV9oa)95I_xW;Xg!USUH zUQxWEnvlb}d|exvdUcB-{hhe=Fm!a&l4Jp|%retAbg2O)3p4Qj&+%d_ zYp_TMe|(>6dFE_JT;qA&iZ!2<0UG2?(Rc)`&@Lr)#Z3}sJFvq?vcK$@8PDhW+jzc! zwws*7)_ie7%+?hDbl3Zpk1y^T3_Z=UU=`w|IhJ$YO5K`joK}!ZT-sZIVqTAJM`)PY zAr{1)kcQ zHT*u~`*zq=>s}Z}AhyI-!Y842onh$8C${R3?gn)+@u0rZo~8A2(Y4O%9aDU-Dd+k$ zv^kn2HiZxm%>0H?K87-}6%-_c9Z!#m_B7NE_OLThQcq&tz;bS^XQX{$Yu)WJtcPUz6_o_te!_0gKGFqyL`3`v;}Zm?M25v!e@Pt|wX=pD zIZ0%>JZcY8z~&&qh~bGP!x$S?sGB0-cB*t_7A7_`+_11*{$#E$bd1I6RNK^IvOM4a zbze9QQ)sb8=VE_QP?O&<>@K;|TIEPn^(BxznvKBlzG0{uF-A4(xb4=bg^r%g%Xb-o z7|E#x`iudnWNPfDeI~HDwe%1ro7XS@0xi!sEYx;F*&*=(%>~IiXILUQXfhOutsjZa zUaXe`ziydN<~f`hM!RKWz*MzI?JzWgXHRHr2VCPlfHnn%=$yB1kwiqhEzb`pOpoY-SL%O=&Rd zI!njY!6jf!U+9~YEc0+V!IPuK;P~T6dk5UZ>j)^3fMdTuRLBsd?8-)1wgVVpM!1Qo z8?``?!@|_CL7}(h%LmnONP-jNF;gO))+gIQe?fT8h2c?S(rQO`d}K(<7$Ga6|BmVj z^4B8N+k0G1@X@1324VM6-l4{&so^Ci{3K}pUFh3PY9_^(-Bz^tL7m8bu1m4%DVljn@w9byX-X>h0}atbl@I*4i@TCB7WVCURLQ4?zbE%!-60h5 zE7D^Y^|A>gWw?d+fJ_~b8nyY=(ihc@uF`wFaGd|>?{V6qDutOlv4`sxghGFi{w31< zeV9Z@6lL@ioQrA@=N89kDe%Ifd8Ul|mq3~(y2E~fFFVcl`*=P-z8ggo z3Bke2>@b#fY0ks^cjU8$5NyQGajx7%=f5L&xYtKYC5Bd*qt0aft&8ni;(8`&ZR+w{ zVEyNs>LY(_L`xbMUMKy(n3{XDA`YCj)(sUU1TRm zblub$WjnoKykO>Nct_HYhD3gz9gdX)^LdPpw?oSd&IDPqOY(!Cxk3UFqLP z)ycllMXvi={B^BXtM(+SqrNeKDg0OGaTnMnx*Ovj!LZAPKW)lI;?%EjNO)83J z1+tRX-cv^`FBjtX;kiVKN;x)`idre|NnMn=j&r%J*SJYTt z&b8N(;dj415OV3?@CYcbaz7L>mbZA*3c8Uhi|17QcP;O7Je?o6n86=MegF##rILS zTJg~C-cgaXWF2kQ?+V2$Spg2e0lX+TLg1&P%TSBgkv-gqb&IcmpyR;LfJ;H&Pys*q zUdw*9ozFtSV81;j$Jiv8+|1!=sf;!83I&DZ0l&PMBrsuZn}VJn(es5j5Ivf7n{&(h zh8WJX#4K}ixlDvmvmk{XR_jup;^FR)*f>b)pp$ej135 z*lF4x`lSM~U-r5>pT7z5@$vbSgo3gQRF#a+bn=K-T@BFqM-a6!We$S1)8x68uf;o0UqlB0e`7Vbi&#vG zy4;6E@ZVj(iJ@Z*n%CkXEc{&a@^9>X7D>nZkP5)=rE0djORaY+m@>ZS{Ivc*u;IpD zAQTIIW3?cr@8gTVK*$0hchWNBY>6!6WJuM&2v-TjU=hFuH@i`{PZue zn-~9HE_J#>|7?{;vJ>qn9&iP#a}B4+KU;5p;O*m(#x8>72{PM3)H`-n0y&yOS6F8A z3G=9+`*&cmR%4i}47Vi%j^ICgS<_Kkb-7vFr-BgGPLuF&tK=_ScB@xIUp{W}e-N!i zkf1lPfg8-GO!u$Q@iy}Vy$pB{xX|-r@7rPmv1U zH~iO{qT(BjW!@RI+W!DucZH}rzsSOzWX^wq6H>mq8U`}pST~-F_7S2DqnE|-wCIrdanTy^!d+?Xl+_dI*7LBQs{Y0T>_0JR5 zYE>ZF5KTGBHL*dY{|?MY#qfqv?UPmKyOe*|&C;M{CT)+A)knm?Rs-0D^Izx5i|W89{E zGx6`LQSpfviv-+^|I+IhhhY%M`LEpn)+=rFlW1L=AYcNQaH#$pim|1p5%`!^OXJxE z;Ak7><pXXt%dbk>eMYvIllSlwUF>D{}pfOkP#HX2eQs2T~}VGqZ*sk5$S(6H6*1G z`bChIPv6FGH3tH=zlUaN>r|+Z^(~Tl&~MwNy2cI`3ypy%N{2MmH2|kZLOL45gUz4= zLbbRcBs?vWD>ub+`s-nQaA2T|#stZ$P?! z6PMu!0*E0$Kx3rFm45}hqCn(|G*-mFZS-I;>4<4L!IKl50cnF;x$T)ul}2alqzeok zH`bFNp(l`kgIo+4Ke|b}9)f7@jxN&F%~|K=n7G(Uo;?*JJVm+DT3aS4NlTVeYs_FD zJLMgfdPicy*2{l(of6W1?Ee5wPk^s%cQcV+se@(;dmc_kI&&q0@1Svnwb7wxVtssW z;Vh$amM&@-#Xic`J?1n~)FQj+{!#dBxHSR0So+Q!jUr-ICz(WKE~DnGiViQycxGV!;>GuQV(BKl9tFrIGC+h7ncci88@Xc5nTs{Dd0r>!wC>Eq~X!)IC6!z3n9zH`j*yN#4rk@9B~;`O|aJXjlYI)-26jm|*52fNNe8<043YPG|^orf<7Pqkfw zJjY-E9oUxVj~VYa(y$;`RCk*-Nqr`zg0nZb%MNDL;{PL1k9-@ZIWalfV>uL8ci=En z-{6$wT@e@)t@ifcqp*)4-?r z02MRK-iu*ccMI36?#M?5?t}{%jJMjfd+j!}3~mOc$S{U!at+yjY$_Lw0d>phfJ5)GN&IhGW=6 zS}nEC?qlPVdj;f?d}n`Pvlu$sPBmp*u3|YNlgj`nX<-~zx-)-i325mQq9B8rr8DOG zS$fbMSud}(RnjL7#kEI-z! ze<{X<^KGv=Ig3cN-Iu)&@S!D-5Zx~Z1@7Xks96zirdM40%bi15Au~iV5%k`i-Dls| zVU_NUm!2j sDao41~Du2#scKkc+eY&8f;G^)*4Hpf%KQcFVTw`GST@0dv1i@P0O zQYT<%Y0TFTZ8}TY?7!huh|G9ZyVqJ?C_E8c_Q+0E$WP6;wS7x~5bN`f>KOuXL;%xE zNC89=%w#P9rZk3jONo9U~Xq`CI^-2^5&3Q;HzGlT1)j^v@L$^##Q#H0Ig-3uxWj_CaE1l z+PtK1yRm70VU=u}ofoa8{x$sBE#KU&_WB-1VqL6tjQm7JW4|Rh=d=SmHK3OdSSx#! zxX|$hYZ`n2NvUD3G>eMX7cG;tD`+@YSjM>|4?0NsicKDs-HXZTe^;#hPKSM;WZG({ zQV|STY`C{Fe@LImQO!Hdr+DDj`6m zHpQW)BSgA4FuL2-JW&!98mUc9AqUd_{$!1ez%T`e1~$ZbH?tdGa@Bl8)z79Au~O$2 z;_G}Ci$9d*G>so_^SN+Ja^~4mGETk7wu=dBfz|2WtP?T;_trT3rQ!MuID32NUmCi} z>07A&Y))xQ`5Kj}$XRw(FKCIO{f2y5ne_=G;xv>@b3{V9~7f}Z_5WspiZV|qC2 zs^}f^P0v)2_0KcZ43sJgsjf zU}qm1SLh|AF!UtxVa+TgbA0GSFT^4aqJG4;re~I^clPsLo&ZH$#C~e+Jwd!X&R#eR z7UFv=BuD{a;Vfd|YX-=p~&bH!48b~WUXs8&@PIyv?zwCFvi5c zVIudDDzzK%pIqScs8A=5;ypRi%&Mm#$B>`fq4m|hzn+?kv*@?UdvPF=@aeOo^=JyZ zJReb-GUG0mq4u()@Ge$?SZUUGLg0?#^p;AVfPcX*8e8B~S|H-ORdjh1j9EAnj^p2% zJrReonV`tTprQuFe8m0sj@)v*Ft(sOwo!HQ5LZ?-acOIoQ2-k%R*Eq_2?d;x7>nj_ z^70b;w)$qqnWl!hwiX$d78xTk$BrM+8DLY_5{B+v7o4=(E3`!HR}IDLx~*H;?yj5x z$%Gr3{P%9jvw&&ken?gnTl>l=MKoLKVhfmxnv=2dBQ*<5icxwE;Z10WOA|miIvR-| z7h|3>E|JCW$&x9WT61YE44Kthh_c955hM{K$rH`dhFe&EZFz9J)jsBh>xIe74VG~Y zz03JC+&lg5Nb-bMCZ#J64x%<$kd=*)?5@L(c4L2&Rj15|lR#@9DYF)TABet-hq8)% zs?B{=GFOt!tL4VYcH&&U>&U|IMzu5U=RFpk#G^%&Wq7v<%?j`l*NU^WVP%#Kv`oO} z2$k)vOZ<+72S!TETD%8%8vzYARl((VA`0vWJ~*u64fgc`z8aR`WNJBh7)gIK$$*ZP z>}utPt(6VjN<)jiiFlwQ3FUUhq=k-Tqo#)v>{<6fAcOMG-xYueOWX(H4^?bxY~+3i z9fA_VmS?}Iv<+s`SQkWX7=xdsZN0WkV03-y6=vOs?5~SX^k#oUK~HyJ^8P&b&sh2C z;nr7dztA9T{G4Fluc25^zRG^Wj?Ae5LSQNk;LT19lQ5!0cm5=;SDS*p+-`gczihnN z*~{wS`GCXlrw0W+?F;thW^-Q?O#CU7Q;HnxR-*qI^HDuhVGN#P`QaOo+?bq|HCVK$ z)4zsZNk#iubN_|k&jX2)xRXsAtutH2ir2mnUF?+aDZoJt&UJfD!RmzEilDG&#Fcm3 zED>gOL;Jo`p)gX`S8)y%tmZ5FN(aK1r>JJA#Qc{h?)WOu zo!WbtJ326!V~MUp8ez4O%0hJ(mLai5+c{}V6>29jnIR)bd0fV8vmViPuAAKRl3LarGhKYZq|j{z{qd`RM^o^VLLpoIq0O9633Fmux;yLIV?md`4!6Gjo!i za3r3UiNgVD0Z-;s{}D=dyXgk&G1LE%_BC^16cHJU3c$WKXGelW2KwTvt1}g;Ei%0? zw%t6-_mf%E3NKa^y}S{Y&4U=nHJ2MJG%dFy&tdLT83(*K0Bp|>JFBzkV|c{Y@A2-r zqDa>jakxJ{)jbpePM)gEvJ)oEm{NP>NZV}Hw9F_(99NL1na@ti8!c92lEm6udt@O0 zUhRX2A~M%v7DvQTvmR4nvS;X+^SqSy$K_eZJ<92P$J-w?}>a50_}^JA!X>B z!23t#kWQ;WHA@khk1wiMf5b4A$&%b;MhCMBmZ^2QQl_`)*j;70ocxLV-6&F}XSPs0 z@V$n6&}$03+F6&U5y@vG1?2INUYN&;msQ(=WHgL|E*ox{nv736`k$+uGCl+}?VmN# z{46Lj{$#r`i4m)Z@v^hY1nlW;6p2@T`ll5^VCLR3)D$6JFtb=+N8kp{Qd%R@ss!r|VnW zk(xdV8!s8X{8%M&;BUgb>u|998F?A@Ga$JuPj>S*W9>GRY^hTVVwCPG>y*D<%2@x6 zoE@C1{xj(ybz)BiGrn)RZgO=smd2XA5ITQ3(Kgw5TBnY!aM)P@_2kKid!IPB_%3Ro z+ws}&nl>t5wZxrh^t*Zea`U1> zR;dqz_d*;X*4LYE;x=yzAD~O=?0o%!QNGV@#f1U{EP*PNzzd*EDI4+f;iJWwT||uo zw-O~&5V>in(btUc&#q?OLtP8ZBUG8_Nd)Nbzk0p(m5AU{?jFh|4FqX|6vC<5+pS4{ zLWqr6LzXFZKQI)X$C_^n09%d}6!^-1qJ4RX*BnMaSPS^&#jOP0D5xm(Vt5d^5>H7= z!a9$42}g459Ml+;pWLDED>j8?z=^UECT%%b9k|RKVN);w$$nz<;k2tHUTi$e2u}kN zD}Ucrpf<-_JE3_azf%EFtf9U(81u%k8E>2`m@G{K6T{PbS^0lpO>1=fV(gI)RT95H;z#DpW!}=>$yj6=HrDo@T z57Z=E!H-NBo}T(4WHm#CsWJ#_vO*!L4J?m zBtDIaJ#Ol3_ym`QJR|eE8#TYzA-ZD};@7tvG&yY(rM}E%Xuqv*B^Jb#Tb1JGc+P^{C)vjO$08m&`q?&S+BeVPp zEd$O~LlYA{F9kCs1GGX*V`&JO{?wXPllN}cSsV7_V-rzs<5Dl}6SY63oY)DftP9E zsn#**3f`T`Qa#$VA^OPr?q7fWyon@;fl1}Yfv-TueEK2qIr>4hSHOE@^l&^tMX8K0 zNHb=P919>4PeNk@ggb*IV<^cx=_$x4$PGeOC>g|M3q#d2l_MX;+9$qd5zj7)VOYJ7 z#jZ?;YcKKwuonwc!d~G7VEI2R;ak5=f zjtA!e?v%o8euFk=O-;70Qxsq#XWVBA^8uP5czrXwJz(_KM*W{D znW(_PW8|XVQE+Z+Ypdy$9GF4HKvhaAF+1yp_FKmwT6TuUa4p=p@A4qsTDNh3i8;E^ zz`)1PiyM>u4yqI_EqkV`Oea^VXL-cArzs*Gur6AO$o z%1{(40x$&dco(lAh5^Q`3|(H^6>bGb{@1CdIwx1BliOs?MpPH_Rmy+GQf69j3jhli zomNvYzID79&VZ%;QMv7Zd2ZW<5kh`H{2P_-%~{DB7g4E)TIFT(_xp?`E3pZUzjA<_ zJHcE5tK02sy=Int9DjC)1vdQzp&SX#LyH3yPKzSC^g!E%D#(~c5bLpljOiggP&|Z4 zJwLwDWSQ8%_;Uflfv3B)M-hhc#N9YT>)yiA^pfwnv+XQ$_K$)w%l9tytbm%egNU%t ze<~Tb>E?7U7h!LonUI(w8+7c3p%)Qa4d&KlGhPCrI5pN*MI%2OV}a^{jgaU`9NmQG z68LVLrvq6-pQ|7kBCq!>b`wK0-k7sKGvB{UGO(%5r2xma?IFSkGh_7DOv(8(;XEW!! zjend82%8lf_7OTzV*s!4G*1U2Cz%L@`=P$>qpY*GT}anFt$IC2&9dd4;#W*3=KQ=Kz1el5>nN&LsjlY!3|_9BV6&5GSHz=Zu91c`Fbk#lvi6GvZ+@`VZPA4j z(qJrg>oO{--4JPFnR0zOu&Vr_%nib#TH{z%dg|M@9y_@#H05ac6I}94zO-@rI_%mm z9yQQDe8838XjjjahNrjk+N~Yj+YpZlQHaTbA739&+OGd*kTZ<9deyulGd+y8U^_?> z>vR#j5|41B+u0_Zuo!7*@vc$D>zdnfWnT$_o;zzh3uIlqTgh$>1G_W3{oJ~a1pTb+ znw>XcJf-lOlT`~|Y^H9R#b?%FA$KzIFu!1quv)jK@%NlDX&vbt;9$~(Rq)!c`-Zrez0&vzj|YPU?;9qI^6_(`??#!T_(Ym&HYEqd*wH z+{s`{!_`ExgC7YI+m-i*QGcMM$%aMZ?m{4oeS-5pwE#AHbdEWzQ*Tf1hnZT*Ec?RN zOuJOfbsNscu$UGjHdsA&GknUzQ}~8N_P)DaLmbV9^q0WQ7|A^A1{lKJ3W950B-=+d zr4n%kIT@CFAdaSF?mLw<4eHKcg{FUdwSzc_0q@swm$Rm|0VQ6iy3d%6ZSbZO>G+3eK9Id(AWKZmG4n$up4Hvr_Datq+s^l12@clAa!# z1|J8t@VgUOs6_~n#L-G=zrlIr)KO&xto<|}pwI{n`YKK@d&xS-@>oy9;a$7?EO+zd z;ykPx{@Kto70v&dsvtGD2Fry*`|w5bh9VnQWVjM!LTuDox9`LN1tV@1%W$>#=NkEPk} z-Ur9PK*|0OJqq=lwTio6Euq$!%tPA>k^B#1gUGpAWj^3-Xmyq0@j4=tu1&|`o@~G2 z5oiJno{h+Fc&YO?-09v_N{3fnRn0eVNbpjUkCrz@63;}a*M_x*ZI%+zB0?tKb8|*L!HSq@JfZmWkcKmaJk9w`y>)r*^yiYAM}k5B6azc zl_Ov4UE0iNu&!KbZqkMH%~6-6XAG8_U-xw~GwOJpth{M~uJ_42NROC=?!1L+bKYy= znlbuSQQ%9=*}>|!xhsW-l*d(j>rldjRXloHLpY#Ix;*)Fpkh2>8tL}@X8&E#>}T>3 z%QHAAI#TpJ#b)cb8B*W)x{X`rt%-_xT2M*<=_(JDv;QMqVM&*VaQDs|{QH&kXaYB4 z?*tC650xm?JccSs1>n0H&G+Y=J1T*awyW7jw70~;VZa~Ls2-}Cc_vXk zb(r!#vDLr%OUP}3+Xe|hpZBg$HuNpfy`V@-@1dfin?H&-J7!n5gZyL2O1{Ib$<&=< zg0af0Kg`Yn2(#H03{3wHX>8NbBa4+_#@m_#Qr4PUEqn6)iJ&rF4*U(hm1~FSm09lI&-G%ZRl-v6$Ga zI>h3)?YP<-sbIZosn;mPtzn>7&6tR}AsM>b0qfriM`kp8$Pc`FneAm7l^RJWJ3UZM&`6tJRJ( zYtO%qSf8FJu!UgJjA9;-hI9L0deJK~N;gPrFmMwcQUV=^b{y4R%-6ZG%1A$anErIQ zHiUa@iM>O-<+&97>y4kLa-*PWW?;TI8n|;P5@`RfZ&Y7H+{#BOLRGbP+l_y{;c(N) zcC;Z+Nkq0`VlLAD>bUu9lp;V`W^e~9ff)cI1HenCoxG-OJ`WP#Q9j;+3aDSW;(XqT z(`3X_h){+75x*7V)8%HPV#0T@!RIx0H+sF?$!(Gnx;f^qb{+)=ZcEfy?D<=^RV_sF z3X`W0uBipQ@|_9zKb=#5;&+!tA?&FPr(hp7LFT5RGGGJy05)D)j zen5Ac-;z}T68!+7AG5$lNH8r@XR7gY0`(=pvHp>r)zuR%B>n`!aT(<&6m;km{}C{)&fDPi&;f|T2ZJ530Ylz8FL{Ukky?TJ+MI(-$S5g*AdD!^CQUods-fZs1&>&v^;-jzQ`2Ih+h!zdkCaoB?IK6IBM4{)#%jZ(!E3_159LvQ#9H( zohYa_XPTdfQKCOB`85u_u_K*^Alh`uzpyWxfiVr_4L;vuF%z4WZ!zCcZ`-U{0evl| zeHAuV5JaX1RK^1WeApbe{^?O79{598kI(}5NVEQiTTHd7uU_@D!}128bgIFFfw!hx z8%y+pV#wL6zD0W(vx@yNI7P*z-wV|D_v;*Q6}}7Q;c{{6mm#x~>Fyqsof7gq9Se*W zh6o<)g=T3`RjDf=ZocD+<&A!;$?wbo^LNH;@wck^DT_w&9#p5yqAk01QF*s=E7tM=OGUbKzySN}UhWingQavyAYyUaBV zO1#l`_U84C>gm8P7kz5jk`>Ct@7cKi8e=ov|a&xbR>(xeY(o~mr_=ifb>-9_c1SR}~ zdNqp4Q){V+=g*&Zi2hk`P)0be=o6v1Ap>k`i|#j3zasrllO=G4*2)sBd-LrEfcWR> zR!Wg%c&~A5>UvrKmrG1C+pd?Pp|3-?{Rn|CtRDAhB+qfmYgCb zVkl_KlCf2RvP%GGbu9T3>aNxktb$xuZjU54nc#iP{7yl3p|V6(YGd3jhx5h8+C5wI zxBHizJe()fG06i4$eBd#7S!WH0i1lafsC4LgmydLAC{t0o`zi`>v;{=dg3nZWvE1@ zVHT&;jHUT(Mq^ofFDv~ON7|P7YkNr^jylEo6xxix4NKoNun#PL>ojN&n`JenFw>=R zn*cZ;u}g;S7mrDBYB}z?R9fO%xgR7JJ0_(7PU0^pVP1ZjJkB`~<;u~V=~o+qBV;P2 z%#?)KPcA`2FJt3*r-B>ueq(Srr5kvn_6_S6wK-JaxMrIcN9e08HR5QmvN3T8+ou{I zN=ylEY3?*!&Q)LDo~opmy`p;cD(x5g(a5NXx{4(4dSA*L=j6>lgCtmt&76xKo~4A; z>d*=|@u%mcJLmV0{3p-J1&>*rQ-BG%IhWQv-nm<}{~4VP=an^f?EA@lJ&q}?|x#`L+t zSdx5Y*uY|Yi@`4E@v#N>dd7=4))P6KHXL~>g)$8fwh8*J7ZnUcCLAbcO=HT5a+P&O zVZcFF7gMQHG{~x)%SqeyP`1I6-MV?g7T>fdp(9A>>l{zCl>^bAW@!AkLu5{@*4aiD z?1P_vB`5*g_zkNN(z4%OT3||%YhWOFXXwTKN3BP0)YRqkqMVLtmH|W_U}ApdEw3cX zv>>B=p5rtkp8!yq38r*(o3JUkvyKi^AV7E!G9W#nsFe$n9Kd0P%~7EHNh~1qC8g-0L%d; zzEaEok1vq=%ZVBB&KfAQFu8=ckj0%Byd#xYhN2@dZ9qIJ;q2c}`PeO8r3>3TT8+Jb z2UBKCSZXdA^T9!A!ZiT62EhE;qLR+if^kz0z25wPI}&>#4B5Li3bS0Kng87o!1nw$ zk!3{xjwMwU9+MEBKO%nZZK3d&iYM*NiAJIk8CW46|1v-NQr}24cLkCa4Cnu|^8A=+ z&5xY(6%+xV!Jq%iz|1ULKp+lJVV34$-oKw}ya}X@C**B3YbDkHkf9x(m^ zS^5ZgZSiR&yP54#rQM-4(9=oI5e95H$U@eiS4N8^(FiQ^ai&WPpbRvcjHOEURoTaM zPG@$Y&o3Vkf}eRqdgjJEnHISb6qp#xUvYtE`Lh1CX+<=FX(Qs0gbRB>$UtgtJXhQY zU({8mwYIM5qE_x=y5bE7)0k*P_A_4`4-M3hB!8Omxz5)}#8{OjBp3eHsh=A|^I7Ek z?;{Ha#0&4!+x=~(^~^;c?TJ=)X-MeeKL8yCyd*ca)QeD!iudH0x_2V=X(1XbWFLOt z5o$#5>;n9pmtE~y&K@?boGiu~sSk)Nw6}R`0Z{=cY;71RVh;@*)IHe;?)TA)O7gL^ zzTveNxzmOzVEt)=>s=yj50y-=FB6_GXGfX}kUBx0rZL}HJrHh#LtJD8euLr1?wWfe z=7_yE*;u=jQ=6em?Pz+S-JC>38V#L|e&a|lQmn>di%dZxKob|g?hX4! zOAAqj5E{6`26=-$d3$`bS?eh^vdO-wjUGh-1D2Pp3K%Jx`|H16Me)*m-&d8E8J`_k zZn$B1^=iRJJ7EX0nr*mrf|XaY<4vjswCBrixWxUq zMR>b!Coe89L@2VB9+neHBRTo*UdZg3Z0NuX4mVgz`YYx`uG=4wIgp!8x=BBPM^l^!xO+wLBZ^o&f6w#hCLiiZ~2c z+o@(EDa?MMe?H;|K9^@V&t${s0@H>hA&DiifJog*Ub#F$Z|TCqk0JmVS`VP&0lA=| z@9JCo2P{&gGP3Rra1M~gfqkw+Y2zf7A^Mz$BtX=qyS@H;VcaNE0$->M1_=+n>v-Z& zMYZt-Cr$lRY*Jz9?@t>J&eZ&?8;suXBOdw;XN=v63O~tCunZ7KrH9wBA7}sl1e^7G z7ZYulNkZ>Z^=lKDQzZ#2go^vXJpw09=OYLLK+J$C_r}Hz)m1DV5=a^UBb{wJ%!IwA zD(Pn0LqSY`$=I0_1&h=^6wn9}i3QlD=E(Emf7N`V8_+L6uJr(eZLA(nkt=MVa{)-~ z&&i?rjcWqKf7SdNV36*}`fDzv!^Q!l#MA4^*M)%p*F9eUcsn5i_K`_nAM6S10|vWW z`Hfs%C&Sdl#>QoIHvG>rtp(gA&<4t@8(LHVEeEM2V;R6^d;6GwnQ?e%*ncAZ!~a4t zFRpk)u*lSfz!4A)-R+Vxsy-eV7|6b~GBf*bEFO|9;}z|i7&?i;9|ZT;jsNV)|IzZH zUf>g8AG|{AbYt+i2;3STXZ~)MFXL~lK4H%zkJe~@_XK<}_04Y$2LkBl>N1*@Vw&wS*oT`E+}b&IEwbeZZux|Ba(B`zu5rjYv>uzV9t#_I zD2l74d1zoh@{p-CZOtK}82`7U+uK^ttGY#9d(h5E%;6xCZtes>eBjSSpJLx@7(=pU zNu+w3;dD0_6UpPw%z-LQllFkGU%xUzCaX`A{|(lUm;hSgbn;X8+9{@SM!5~B|I7L!)LF39d;MRDgu*`7nt0S*#sji)XySYVQ0x_6WEYomm z3(Z3Ve-{?G|84v3)Y|yCy{7B?Fb^l28leVYW;GyJPqjN?wez~T9!_ED(frW$1%xb7 z_}{-}YWIHJcdUFOgl3i7l?i{go014<)TbuZ7trPy9~^Az$lDXeh$l~;+)etnQ_7!n z$1@Y-(P?m6piG>?Q-$x>{Fb+E4aSY_1|x?bVUij`?@S+|q*CH$v{d?tC`aUY8LO|( zz~D15vUJSAj*z?k*sTAIb#$kG4N(Zd5qQj18KwJ$nkq4hjb9u=t`vz0Y5+z2={l79 zO^YaG>LYYo=PCf99h+#AMsUYWT9O+Z?kOt13*@6mk32m+%}tfxzWpS*ksc8vhx0E1 zH17kO)$cqZ4IPmrK>EIsq{ehh;SlseG;q)k>8X4*Yc21#_Bkrw0%^UHM~^(;Jaf;x z|3l3)B4_1+bf@(6xf!#U=6cCoh?$CK_)@FKOnFnY-T2uDds3dV7;iisikBpLXEUzQ zK21S4KUqvZ4kLx0U(NnvRGtF27}+=XXhKscHqPI6^Bnd45M8d9?23%`f8`caA&%_u zdvH^vOkMC&Q+Y&x^ji?BQ!eXuU) zdtlS@Jnwi{j)`UA`|jS(y_@nGRwm@~upp>)KT?FB%rrt~SFKvP`M|Yv0rHIPa@nP( zgp6~fI|35&PIxOeG})1}|0yF&=5_ey4C~Kcd6S-!V{A9_rEwp#cKG@4DJ;8`ppvyX zPR`2$t4z`)kJ|r#>lrS8)!Yt=uowd-5WZBBm*@_4X zv#oq6iCiy^TmH|dj04rqHEZn9*<(qa+2`@!J+I9r-qot7NUgmw&aRJz85t?&y8SA(8CtRMy66k>cBt{wm4(5--Hh<9HXGR zI(Qe!dTiWIpq55yw^83YA5NG>tf^hJSwK7E-V;GyiC%F2>Ybi}7%@l=Z{nkVV@^05 zmsVammEO+zy=TE>1vgbz>V+I(`e@+Xbnpa0OauRwH(BTm4UTIOzOXSv;;kK~8+w^E z?dy!?$yjK4v~$CpPGgT9SpOLR(`r_X|CAE^zHrC7Si_oXfAjkYiq27Z=dadPI0JiL zYFsG>AvcO~?cDKL7}gkNi%xfGi)E$0ObFT``cyI%k_^d0$!w;Q+CTfjqF($hj}oJb z%{>|)*{6EZ;AJkXrhV$A)4^v#ORs90Xugmk# zlo5ph6DLY4@-=0%+m|i`{gWY#hunv|qW`pq7Y%l8Zunhyq6F%*YfT(3e+j}9&Y#q@ z5XTc*qE3-1WZBAG(GKNFN_YCTr~1H}Ou9^*M@d5Zg(kxrSKW)^^??a&(kEil zEjbwUzsY0<$aMCsxVKx7yi?;oD$(5NDZt^sozLZToTwb+NzWVYqXhOzl4T1+4~iv2 z#2c_0>G0Mq)CQ4C({C2OsX_<8Fh91!ndu!EtkuiUeo5oN&~qNEViUr|=#yg+@9PNK zo9@&J$esx+#gfseEq-xpTJk!$8q5}MSzRLi>%gMEq%e>tqB!3j&F$0#<(=4Wpf z$#(tt_mYk~-{;qh%XK&`EjE!)jPq_p5A)lM*}7_?$qP7KExBSvq5MQrCiVt?qmcNT zePb4n&EB5S9P@&tq9v`Fz!+XIU`}EYrs3&+WCxarprn80Q(Sb@<%AClz*%Ut9#48O z&9olOU2)?*i+0XuI=PP}rOAVTjFRZa%R(#2{%Wxus=qt;gK&QgzD#tYG27Wn#@6jC zMkz*ok0uL4b86j@CrKrL#Jrp+WaTE}fkcE*#q$FA%PDP!(}jwR!tJ9PF^&?$cdSsy zV+{4!v@cybhFn{9a5gapd-U6kayX96J2L-R2#f0pw@T(WtbHVxeT?8F+FO?8Nk^x8 z2^Cy;ry*xzud#Z}uIvyAnmyyiD6SS{08w|8F}kT3RP}P^WM*otP{BXMY49*5p}0)^ zozF+hH^!f4E|$Y32;ZYy<1zrY)K?l$XM>1sDKh758FEvC!#p&*i!Gksx>O*k&TiL*EPeU?P$pipD8oO=pi zea;x`jvZD=gtgFDYbv}Kddq5FNAx3H6k7e3YBj+qvP;gzl{zX>Q|bN_d^JqtR-X~q zJ~(~MS06cMN`ggYX>7M^YTrJQG(O61#(xu<#F3`XeON9WMD1xoN~UnMn9F%n1iRw9 zi53u;=L!+pojHhRRzb)|ujWerBQy8_6fI{6e`UrILDv_`rlZ4K<E0{B*6*e3D7U@_&rY0}86_eNCAA0h)^}tV#>yElY^Fo9wCUUK~z1@lQCbNZBdcOdOq$-c*pa zRp14y@kZ$U+pBW7$FUzGH85u*X+>6M8;^ykwrfp3FHR2I3kBc^ zZ7$>nK}vWoRA3X|-7c3VQ<%i9Lq!{u)c!iZDQZ#~%-Og$-gt+vs443O?ElC;M^*@l z1L2uGu7trvqj2rUHR@QeWL1n=*-tnL zwOOjB6{wZ%1znf-_7!QHNOvb6r_)Ur^TScwAq&zF^pK0@r;PIbO==;9D}$%a4?mpk zywwl&WrL6MI}iFDI_-KLK4;oan8>X|iFqQK~rpR7h-QF`l`Kw6{&$t z*N6K)dY|`TZdU?%(4-^CgKznnjeEpSB{7XgQsxRfJ<)9v4eT>pyS#=+0B3a9O8ic8 zI+QcXDHOHQ(5~C6S^&65RXnZyGlJJpwdZyVP%RiwT5Z_&Gw)K;cL;jOEMcs$Bj~Dk zzQ)>ZoERlAjmD+3fr&_=xl!RkzTL`hZ3E$0p^ERrXN!sMbvHe` zf@O{+SH1>+BBhfwub!FAp;3qAY`S=Hf8Teid1;FX^vYyc9ID;Pb6zYwsghKRPx|L2 zS;^biM$G{(*Bdb-6aJP}wkyq?R@B=Fi}*(~-_va#s#pjbN3LW_s}_kcc{HfnR$84En5a~BK92LOv zU2>*U&sA*$Q0q6zRZfnMu?deSvJPpfx{qW|a{EnMG2Qug$uufm?3sz_cZj}Wjkv^a zkJz*_lSPF%vvqWLj*fQb_f{dIjknJGK{kF^_xP}bq=_Umg$2*cLg1tDsWB6_o?Nkd zqJimV)(1u|V=~CY_0h>Gl?aLuj}h2|JVJdN^|jYJovC(v9o&fqFj221H)nF3O8xKKPn0!W zATz~+)o&bn&OE%40vi z2?BBRMruTB6Jdh`Gi1FyiR-{HNL8dS@Fm0xNbo!#xceUg5Y9Ap6iu+tFSqjN$x*%ZiEQdoDsnBVrVi8_e{TK`jh1nI` zF~jaUU#WlkfYL!6EFyJlr>z#*vpTa&i?gd(n52S0^d0z2>taLms+tJ>9ctA?Oph0+{p>nB$8XEX947R4N?W(YOoQse73@cj5 z-$~-^thrge&R@dc+4;7t_O1L<@G~}7>;x|w?rt^Rsu~-a+gUQtr%e#tPbO)=K5a~_ zy}5lKoT_n)wfvO4?;LBFbWUfAaq$3>erJP7n%J=GPqnANlGCDur5pfGHyDNJK)34y zS}N`|pUdls(Ps5-w>XEd)J7ziNBO)E)bbPbuL=$t2})=05%RhH6Q z^7d`-&8l^dnD3`f+jVU1rk;E?SM7P)%jbjiglcfDuRW))Ou{@ZW@F;qjKNxY6=ZB) ztzt=Ca4_d5lb6|Bm}C{Hebj6hqjUz{u6kfrDD)(SV@Y30hfCu?t}k5vb2@zi_nT^4 zGvdw&l=YPvGtCvR+johWx#9d$_S^Ud!6f*v3f=ZHFjsdIa7E>#qWJkwut-mWK9_== zvt*4NG0<~Y9Sqw23?7ab>X61q>6Pv2`nhW8t0HdaYSbT%G4R2+rp+ati{2e#LAp8d zpTl+%M=Do)o)MO&(TE5Sf=LxSOV&Vv@bCY}RZB6T%J)C1nV@cf)Vt02;E<_mhAc0X zT5=|`$+{!9WEme-^ziKT7}&2CUFrYGv;mif_NX~mZb~sCUN~?v34oj3rZwM0W^YUQ zpACt{xpMM?IUd z(&eMGBsQK>oJfbSf=JQaMV|+t)&xmEUprZ8ve$Z*JHC6%;i{!}FcNLP3_paCN_(CO zt|I?bjFBkwS;<`VzTQ2fql(NtN0)Tj$%Ex{$ot_By!M6S*n~>GgOq@Wkg_X8PFyFx z?3dI-e(xUMke)CWL)}RO@exO3pmY1euE@>YoZ)ql`9?f?j%|W^=l)%F{CJEKOlOm0 z2UU(>eIE9No8~wElt~B@2Oj?et5sq#rjlPGdD82W7vn~Pq`(=9b9IIr;i+8EsVynn zRm`lKAr_ruvi=k}KsQCWan_kn5Ui5a#~862Q;PLIh8A&eSMqJ#pHqJhg&v!hZ}fTN zbsr=t7a}fps%toNKGa&R$C!n4ZyycHV;W*OI3kz6RT=5QA2@ZAE-^-+PQx4TjQ04lNoQ94*3CTi9;-&xKX z;&w&F^x~L18EA3exc}oh7W$*qB_t2RW&TV++T+U2J!QtWu`kmK!ocb$uPe@h`_a02 z$X;1PQ#0v(gbz+rTPH$cgf3IE{KmL{jASP0Koi0rc|&8F(cEOPI@Gh+w6H8@vl91V zVhpS3Y$r`@sLK^tXnegbvGk?wm(9T9K;Ss*Q9ajhr>%Y^;T=qG)co)v{xXH}N^(73 z{_!PUTjA;zd8aD&?a_WQj*b{QpL0%}B6-tQQ$=>?sq6{szi0BzdhrAO6^!_#o351> zhIE$At_1A>#fR>;scWd@!))teLJhZb6bPX!+-|g-T?vtC$aE`~&TUpE-8 zA3GcAM51nFLutOfJoZk4jcD*L_rPm%yN#JJ)Zi<+l94YtAqIJDbPD%@crQ+Vs(RMq zHlSYp2Tfpv*L5r@u~4n0cqRiVnK3q#eG95G(QBg6pS%!TwGN86oWddHB zF5?U9LsBpE3uye>2-_b)t*_l!476}lhL)As9&A?DA5iBbF&Qo#;=IV)x zy8Am}?-gyw*q+0}Pd`fh45hzaxUNk5R)3FglWQma*eU{N_Fc0M=9#67emzaiuIHHb z<&NVsAqTeH#cFbiY^Q?hJUthFuBp?Z(uo4`2!o^ndYQVKh5hF~lsw&8AB?ig&~5#_ zW>%+-3JeBANA{UMCs#PgOT2ZZEvw8wA9xXbKtm$=C5#Q!FT%J9q<98O6obqZuU^H7 zYWFX1<@!?#2oeo@I83H_v|EV^PVM~C-AXhfczE3KW}|j~xvxLT4c=dOx=~_WEuyO| znOX;_te?ZLxMdc2<{SUllqsIbAstY|d-Y zU}~zmblfpMP_D50HJhs3n=4y$!QmYTgnS?cOLOiGbo8t7a?cnRWAa&{%hkatF*gh8 z-NVi~o!a%8*+!d_Uj~c#9Lcw%BONsiV>;4Q*cVsLE3`bm>mC9j9al{Jh-kX-K)^;jmvYT!8WA9RKX<%KLK+1L<< z+JTZu71?}$R~h&Bk6L?JK{>*+@uwR{uibB_7F1-gy)q3&LSV;%*M8{eL#s@rGBdM)#76pk z(7B;>+*028uV?X=}CeXurKy809nU!t=h{%`_UltdV%AG> zk1+x+8_o~(Gr#41hu!oxhGVLyUtg_A3zcj`YEwG<>tlY_;a((c+5G86|K?-rY%8u>zu_g-K0KL ztWs{P*B-A)r{f4MA!}5C6kptAfesZwrKIt5h0f{BJdHHcYHDQurV97kGPbG+q&J3f zGM;8ktJNrFs|^}<;Z$99Eat8rphQ1J{J_yYki0y~jd|RfgRqS4`Q8Jl zFRE(6aGB280)K-Eo`)p+e@~pdU`GNNPfA9Ncvuk`>5s8DGsvX&)RP7n=u}C zuhVma!f!86nJclwjtMIa$I?bMz#=!ti`h2MDLLElId{r=8w4&_(^ZQsiIvTFYawF0 z^cVau9hs7uctVn#5QDK?@2RqN8WJMH6Uc|S0JPrQd4=Gt14O-mezjQFL0>;QQhj$d zBV#we;8ORR15P78%X1zrYwh5c9W6Bw)8xLmI91T#AVgCtwRueIVw=)+I6LFe zy+Qsp!fW$r#dqUr@bsPaOA=RZ*kQACVVMho~@4H*pr+!eJ#<}eYVuV z>2X=|Ouay&o(%uN$k!E8KByY&8qGaWPOEqNyVA62Qc9LPO(obKcv-4GFuCD_<9fbv zvHNV4@uEh;EGU?Q24$i&(jN}wl(m{qvV9+caU=aBY1#U_+ObGB8}?NW?~ySi)!D2Y zf_-Sncs%tA({vcNew!1#Zt}!XbM?+vzxA64AE27MTz}^5?mNaYB`*&za?2y#uqKtg2G>CJvi@}H3|oV?LGN59KfhL;ZT>AOrDvpe zu$hzis0M{2ovWHa@39vNI@GQkK>~dht^`OXHfHwAla7Q&yu#~LnrH@mmEd?Yzx%#i zi~wnSMf%v))Doc_7yT2^8)!X{qq^yZCkk$B&V-{*|IWweMEMe+=j)>20R;hc@y3O* zZf}2WDZtftTJXsiH0pWH)C>*-juU0F@s2qnJRGz>Hsl=TBwK5QyeF54kj|tvLK13* zMIHgYKM7?8>Vb1KXD7IAuD1vUIQE94Bv^#8$w=eR&ac=+>$<}Xf>7MD9)q<7<0%2N z5Qmwa&0Pd>eigJs`-JP|DXPys5I*&PQvHwkdW#E_c1_Zmw)6N9ol(Y@(2B6fxfO;@ z(fp90i$*#7u6Y-7ZOHC%W97BACy%jjZ%(TY!n&GchepKV6)0zk-phg)A(K61UanE7 zl0GnzX-X{ZxvKeqEQ*M3k!Pg;iBd}ni3md zyW7t7)sGUzz#l+xFjuprIAMA2YBjrrC;FMxld;RVSJ`@=J{GNynsVR$MbPZ$Wy5Q( z(qDT>y?YRUl;YdGS&f79Ti0&d5O^&0t0K+89l1_|q^}S1TU5}~I74$`*{|h@0pOmM z7sj>q{@Mi-kzS3P>CRU!Sp@W>G%A6l;?|S>dvB$Oi|0URyjnsl{Z=o|15*k;I{b)P zbfhOp_BwlBQf~;|nQYhv!G%!8mRv9-*;B8frc0WM(a z7JkP}-rg5n-wC+k)90tFvs-Mto31Co@CG`W(PJZ+myzhWt)^9_CKJG|m7DT10M1s6 z2A;>=+@ri~I;iyb+G{Q$MiJT_(eDU0I@E#b^^+$37IDw{6{?*C!JA%eE-F6P@#0>; z;f~}?TFg(cn(o}P#AvG1L&gKG=%}$-#r~HVASqqt$Do{mj3HhX>ycu<0i3(KJ}-U# zH|C3`eF*BF&ODd~gL1^%LSfN7VthbhfDVe~TFIz~Z=dLG;edu)C>{EOnUcf2m;lqU zZ792O|E>`0DD5Rsuxa7p&J}IhheSt-ec~qJO-`E~BVh=DTf6s@Cw}mzjMOYOESvv;8Pw=sd{)BQ3dZmy0pP0_dg{VZf$H3mNNMY z0WjA4ARnAi%yx`o%?3VJ+UAZPEKraxQ2t0sD7-f?3Xz}awEDG&+Ka4?`}%Dh{qa3H z5r-%cNU0HLVD>afm6>c@U(R{s53g{+6zVFt5-LDYwQwT{`eC|%$12Jfbn8I1VMm_A zyDKmD-}jWiZ@g%*KBYB}11+dXY989ucai&n7=rJN>LZEt0oF*2p9f^`3+~E||0D;f z1^@`Z>uv+C`3_YH{Q6xB^8f$ir-fI$TbK13s9}$_weh;5kF8nFm!q$|E{l3@J%+Nn z&!b51#vkrX?KBzi(rWNrJSl%5ywKFXBQEcQBSaH;P;}+kCdkRG<`Mu<1jw3scF{0Z zMo-8Z-u43??Dg@w_So3RB0H_E-b7<&<7IkZz4dg^sSauaJKx6 z({y%e60#{PSeJ#cnbPyVJlXn{VIAAwXNrr<2X25?X;gu#?~u@M%?gu7Ydv8Y>r3ibt(+)CdgXaPGrBn zP=#~NNSr*nwO#B>BAa4Ls1TH{KU^iq_6Gg<2sr6ax0-#Oo$p3gC(+bx3pkwjOTT?d z&D<>8hZ6`bQIbj?ZH@mZqsXx9)!_9i@pKHGqW{bk@qS}(`2vf(U7MGr(%?f!5f3=n z?|y#Gd-o@Uaq#0ALk!n-fi}c2Udu&r67COL9;A+Gqkg9_N1}So5JT6 zAkwKFff)mjMOARY8JAu;wx)aYq2A4Oe90L(SL*}l#~6RKnC_f9mE^ZkJo$EkLSqX`Gb?ElPl!3rLU3P zo;2C=DW3N#p-CSiqlb00EiT(^PdRToH&15R(YZOySC%*=+UkP3jSK3RM_hj``Lb!w z^1N_5$t8QXTO<-r5u(r9m0-6mc4q131grL{l;i>XtdH*Jw77$_TfcW43w{J~$V2srOdJeCv0rb{AtU zmal@}4?wpkg@Tlz9|G#ANYlYL)9juy)J_0q_iea7U~B=