From 8fdedc4e6c76f6df0ece6a939553f1e3c5acbb32 Mon Sep 17 00:00:00 2001 From: kevinsung Date: Wed, 25 Oct 2023 20:37:11 +0000 Subject: [PATCH] deploy: 2b7938106840739c2166059bc694f26f4ebb91e3 --- .doctrees/api/ffsim.doctree | Bin 459344 -> 465096 bytes .doctrees/api/ffsim.hamiltonians.doctree | Bin 64248 -> 70039 bytes .doctrees/environment.pickle | Bin 2052749 -> 2068633 bytes .../nbsphinx/tutorials/01-introduction.ipynb | 24 ++-- .../tutorials/02-orbital-rotation.ipynb | 32 ++--- .../tutorials/03-double-factorized.ipynb | 130 +++++++++--------- .doctrees/nbsphinx/tutorials/04-lucj.ipynb | 62 ++++----- .../tutorials/05-entanglement-forging.ipynb | 28 ++-- .../tutorials/06-fermion-operator.ipynb | 128 ++++++++--------- .../tutorials/03-double-factorized.doctree | Bin 54750 -> 53790 bytes .doctrees/tutorials/04-lucj.doctree | Bin 38276 -> 38282 bytes .../tutorials/05-entanglement-forging.doctree | Bin 15260 -> 15260 bytes .../tutorials/06-fermion-operator.doctree | Bin 41385 -> 41445 bytes .../double_factorized_hamiltonian.html | 14 +- .../hamiltonians/molecular_hamiltonian.html | 8 +- api/ffsim.hamiltonians.html | 48 ++++++- api/ffsim.html | 48 ++++++- searchindex.js | 2 +- tutorials/01-introduction.ipynb | 24 ++-- tutorials/02-orbital-rotation.ipynb | 32 ++--- tutorials/03-double-factorized.html | 50 +++---- tutorials/03-double-factorized.ipynb | 130 +++++++++--------- tutorials/04-lucj.html | 30 ++-- tutorials/04-lucj.ipynb | 62 ++++----- tutorials/05-entanglement-forging.html | 4 +- tutorials/05-entanglement-forging.ipynb | 28 ++-- tutorials/06-fermion-operator.html | 56 ++++---- tutorials/06-fermion-operator.ipynb | 128 ++++++++--------- 28 files changed, 574 insertions(+), 494 deletions(-) diff --git a/.doctrees/api/ffsim.doctree b/.doctrees/api/ffsim.doctree index d991f007027dd56dc6416c06fc086b5f37310b82..2250c5b719b58d27759afcaed863c255a8324b10 100644 GIT binary patch literal 465096 zcmeEv2b^42b+=?mD`_QLl4Y;UTK2PSqm{h7DlQlq*%mgoT#zXS9831>?Ch*&o@Zy) zGqWl-0@DnJM_-yL0i1lHgakuq;Ul3qp|{XNfDj111d=a=5Zd=Yx4c{4d-s*uwPc8Y zuzK^}E$5zoZaMePB`;mLVBrG#FId%?uGO0dN6Qlv&DKP0YW2oMyV{(+c{VtXig)Xc&Zwxrv{S8g>#b&3y|$#* zS6h1X>`-lau%uh>HmcgEV9DfUr#>}H1@L|G4b_9xv3&i^Sq?$pbQ%41XKQPM<)sk7 z+M=LOz_mMA+^9FJv%6=;%Rzs++ilm!XSx^j+)vT0JC-`P;eIhe-8e?0sr4f zAY;_+Is>w`YT6r&<#;jq1f7M_sUz{~i&T?AzU)Ezi`>t&M0f*WECWc3THG zGr$}5@y*kRy0upGywR;&H+SmY>c}*3Qr=hXhyj*L^=7?WDveGb+D>%niTNV zP6rV{%jKY1d0)FcUDL)J>}F7U^^RBeI<3j>0T9+hr|ok4kT=f~$^JWF(0fRd^)pxUDl@lpN2*0$pu67A% zy-*?^co^j}B!wWczDeo64p0g~35Ks|&5SpySC%W?R=a+Cbz)a}s@~`V8Re!o#Q52( zH#z1v&IV^P?2bAr&DP@hgO3gjx)?g3qR~r=?g9upzLYw32t;?LZOHIJM}I@DX0X6?skT~R(rhOEjLQ-R+kYSuPUu(rwd~5*fP3h z*t@;du1>eB9Y_N!u;a>dqf_0;s6Pa-S25tq&8BET8$qyb&%@8^Lal7~HZXi`xMbLS zxExHW1Lm%7_rfCHhD$Di>@j^c5G-LeW)(Nws&fN64za=;()(TLN#?|pYGFoi!Q`i4 z;epw*F8;(+9Wc|aGvn1{&RKqNs?~!&QSQAl@d_;efT4Ers zt{THXCXb=^@rd4`5qzQG2qOACGJ=E>7(w)l8o|$UkKo6}MzB&hKY|Gr{+G$Gd{_hU zh=sLMdfs0K4?8co{$f;O3T+LOIbz<{bhTZE@z+^?;SSj|oJLzr zLD}!}ps(I!ezYdvi(r9eckEepxY6Aq6y{`krqM0!FE?hYX6M1$&dl_5tKBVirpoQ^ zZ8I(M*6)T6^*87+CELAZ2^xrZ7b0|AZI_e7jDApKzT7$HctP?nMWvZ>|0MhqN^t@a zALDG_KMS92S(Q{2y$tESEMcCK9GLi}MpJV4cD~(PI@vf7naSoZ7@UGQpj$5yPnJUM zkDo9>#4EM?q81Av@|YGr-{}5&^*{xI?QF10K9W;&y|3Dx4IWnF z(UuH`bWg_Z3L)l1JN1d#+Py&^o)9|C2Ft@hksLPvNkop&XX9SEhM~P>3J?*{LNUw+ z{bbi$<38f;S;H9#`Z$bX7%lzST3@hia;DK>1`%NNm%6PA;kDbD^)V^1pmy(FfQh{o zWeCX?#5K&B0cc~S(=?w8nh%b>?hwe3;j)m^PkBTcQTKLlI|4@LKW!i5V2=rr90-<* zBAPaPoyD5)wpUJ9n-hqPN(X^IT_GNy&@{r(r459z?Q%ma?*BP8%^j>hfj}h^Z?pO} zZ8)NE)_HKu^dWM$4~_5;!5{#U@-L{FLI2J8$7O>;R`8#Tl9*~C#+WMCo3sA==*3dJ z=pLE|1B+NBSb;aygVT+Ar4Aur1rS6x@wgoL6_jVxB=9)GiRW}KmZK&>-$;P23w~eY z1JHmt$rV8nk0W;XKTDWk;k*ADdgPq0`1qQg-YymSP~6?ERXrZQjHvjBrZJ{y-h#e1 zS_iy#xp}KMQLVJ5rdya$!Bj>#Z!womDi;2-fWEdaFF}PJM5Kj**j6*x3Aj9PgMdRRr&sNy}gs|a%Jl_-d0yMS@&gy zz1{N6;r^R$xnroi@o?#mx_{VfhCgH>?HyHQRnRg`&)gw>=))UA>3C4W&S?wk{1*t- zafE=uQn&!j%yQk|*PNLeueN7*2TK~|@oEDPea+SZ%%INREu3BdKZ*G3Bo8bxc|d8Z zB?oF%%+U!OCw?iWTXqcBZkhFi>~N*gq5pG06I%JnIC3l2JM2APvcq)!aDM{NDNa

9f!&%S=lCvA)2o&%HE%mf`Svk^%P~HYK7;vqnm@<4 zcKx7NZcZ45g;0+5vsw3cwcPMJho&%@)5erKufx$ggc+xP)tBas4OtvRYc&Lku4z_T zuu1k?DuC6R+h#Rq`dIqJ8hI#NsPv#uFu?O12u^p8TIdLXMRHOZ>5xwOI6Tz_j}NV+V-7_3d=oPkZ7*59<=GiT2?ZQ>(ExR1q~R&$?5MgJBW zDff*BzIErTZ~E4qud%9YXc^CimN6ietxCTifbm9hMU^}TK#>x15*dbKgpq4lWgMzx*1{`4$@B_3T5 zEIf*tX7bR6`M-jhPEJDjHIK*YWt+LR*Rtr}u^dEi;Nf=2>t#qDW+k{W^W^kZ z$Lp4Ft+FpvP>R}IHmQdG^rAx_G=^^4w}&OzH*$;a7~1NMc(+RfR}cN2jfd~pc32L! zhZaIB^dbyxeyz|t0|%NF`ZjYaqy>r@EVD)w^gJ4~es%ArkoYoGV(WX=32(gIsdq;E z6XX{%+8Xa71g4UQpnMLr5j0_mnVRk%XpPWvqDQk9tX(V)clvp>)rodZ@;>3sOizF{ zMH5&r;7vdYOnGILn4WI8rrY&$x4NCtitJz?AFZbB?zOneG$w<>`o-ZzGQirHk6H(B zu{y|P6$vV46+c2&F(>vDG}e)&fRbYy`7dvNl38Eq}r}`XkG@J24LwCA#?NPwf4iL zVWUpHg4aT-%{X_g-%y2hZ*Q}Do9B;VBZI8K<81zc;@mOiVQ zE1Bmwa~xW;U$>ggqeJM2W- znp%9+>cQNZ6wYnQIf`0I#%*$eVM4x$F5I&K=5_MBKTLGtF-`Iszd!1v-caq&Yi~7X z`Q-v6c1`%3!n$&*WV0UP_~+m|U%c^OfJqboh4^DM=Fie=T7&UlhCj7?{g>mP;9SQZ zkq83)SI9Qp`$nSpde*Fe57pfXFe&`PicdHWjBbM%9hNX(jbak7k`QX5;w*CMH2;cr ze1#g3%{Xd$@PxR+nh5L)amr`0O-*;46ja`<6wf|Bv8grlXsek_nvMEqn#~YO8=}lY zxfMu!WQasep7c*rV96IU)mpn)h{Qfw_E`(dC91=k_MVo-Y>`MX`QjUB#Yp*4-CQVW zQ|Up!MgN3sK-dU7CkI>uF6eJgk2WXD?RNPPr$fjQ{$11xM9+UygmGxHNvo*9eQsuO z_4P8oA{Vnd#xTRA%2)%_`(}%3o#|?&K3T8KKHLAK6eRysc&gn?vrufEY|wvpX5g%O zjProgXP~mK7wrAM)X&qX1CIWbMJs=biiRYj4txP!S|>H$iR4MCWStD{zlw07w1Mgw zy3VXQZ_1CF(DM;iy3vOYXcf=ZtSVt?in-|vf(#W2! zy!Q0GbbA`RikLkY*%9tAua2F0aVMfUI1D8niyfKWj&pYC4tszV*37azI~cc-Xly2S4Gl_ zDZ2b7#BCg1tSNYXdhnqD`+pSJbv&95f!~b08uB~ZyTECz)+}~0j0Ko4jMZ^eDb$3} zvHsKb4s~76m{u96GpS}y1ND&1AkLM6@?VSLIPKC|nPIZ*(!)T{Gf-KVEQehpOxx<- zCW>j7sDl*(y0lJ&U6TBj%PvV-QhWeyVcVti0Z5`<^6v+heJbMr9X;JdPk$dieFRT; z`yXY0KgRxkoc;X-`};}u_fzzjFg&;RBeE-Y9_&Y?k6!FYOk-p$l>NAkI6~NuXkn$N zI#jNp{b+@CrTw^AXF%V__c^y8(ZOW5AJMwfe%u96E&FjXn%qL7kUi7C;$=g-b%Cpvov6w1_?zv<1Ht9Hpqe zQ)e#!fAGDCEjZg1ON6+}Yy#ANpe@b66B6=kF`iV-e=KQ!2}r2$t+xut>zp{Y zBv+3ME(cJjipl_L&h`A(Jb+0(KT4I7_56~_MyrhT+2n_)kYFcON>uTpj>6cLnE~rX zyNhnq1A)skgJUW7M}mNtqOvX)4#iHWwe_XN9@YdEb#ShLF0B)x*d;^dQtVPR6yYK2 zwqm~lfTSpPD#8`}?exSHJ9|2Eiv1G%$WmSfzb#$C+g zdkGaQsQ6zH)|ElPRXX$e&%yU1ir;lKe>8%_%myHe25AWX4*<0c!Bvo`K#VWd5ZwI4 zTD6OP!EBR=agd=SH|Run)Ai%UnT!CE}tYBg+o^*O4OXs>t`B}-q*3|24Z ziuamstv;U_8p~Q;2kLzWm33KmSS!M-Z3NubiaL0ofG({QVXY)L<+4^%eihZBpKNRO zZ2*#Dt*8jMR{ed_TCt}iXRUTmwp&v;Fewhw=!qeQHfFJ0NCDENJ?hX~tqJTZczC+? zO75};JN8+Zlb_tQh-yf&(xTMzBHp*<63PVwc; zeQ=)2lERUmCrt{rkrSP?73Z_Sg1W)3b;F+G^P>3YS~aX?`aA7I&y*O&r*3Rv(WP2$ z(Lf>;|BSGM;3vO-xll%vxlpD_3B&B*R99i{jk$^_TXI>5(>UAfUffgk@GqricrKT> zhkWviqg8mA`5n?ScC64K<+fSniimz22#j|MnNM&cGa<9UV^PUvoumXH&xpU9mDK=W z$Pa>8c?rbnkbwZ76?9D}bk4j4elIZ2YchwsoP$b0`P0~NETqL}uFEyGkyL&4@5)MQ`k{oMz7ZI{7lb_{y)C)DFpE-w=K%gIIC(v)5?K=r1 zdNByJnEWU?9{xj(W#v-SO);GgzW{kS2nES=oayaF=_9|(@hl5ps4<=698&^)&O{|l zAY@5UbDpz(Cw)XO27OWz)a-QkR)9hrh=LSa6Y;+zMC#*3B#GotMWCCULrNgf6S5Pi z=4{_dAkm9Kpner=$T8`!)VTJ$`z=5!4o*Q*tt8oyaZ!XyOT||?r0};I&kLO6Nubkn zv(xD{&i0*j61^C7aw@vFxce$V8xBH2+6=@;sSzsK8|pf@N_xe7QIxyiIobrueIPsK z{=wP4lX9Y$?3DW#cV7i4$3ZAaxnqragb2Zq8=6luNIIz(iaft`4k>{=KhI8{rOTXF z-IYR3^kR~SW=!OG7PB8}EGN4ADnK3%LLTzC%lfxt+qO)WrpMP%SD4k09_ zq}KCD%|SM_;KE{aYqMtNEX)pz>}lE%`J{wGkAEtB%k;G#nSES8iQ_*UgyxGlSKuk- zfQ@VRL@eh77Zn@#&_DIAyEnJ_?t3 zdTK+7&UH@F(ZftJ_5X)BZwK05E%1aBIN=_J;E}YeV}hk#PNpSNU*Ie~@?Gd;Bns0) zo}Pwbj#^W+-IJHL{!LWl^lK@tl^U>la{Dv8VpCbwvY*-Z@Sl~*3K_84$Tu!eby7+y zkG0tD9PX#`shNt9)0}0p@{lo$T4GI@*|S8yW}d51o__Df#rXh~tb?fYl&wPW3#GtP z{GtiS4iXS+m0M~$B$lW*yDcULQ5n(&qsLa1K-^JOASmUQ8lWi<56b*#V!OwK684a> z@1A$Yret7>?iypKiQARt_=+I=e2P)Z`;Ee~WyO5l3ns;)ZWMEg3^Tw-?+<>KA z6X%)3EP2SFIL4CKhz~b~*@f5#B!uHPYEaS_6vanlIDmP{IfScO+L7QmdBvDFw94vIQ~t`}Guf0v{p;UVK(NmSRY@4!4JL1<6r#QB!1a z)l;(qZIor0`Avkyasw$`s}udzb{l8eyEWWGf)ICN)Z6JHHz<;3de#@OQ7xl7uu=Aq z+q^+}!z>U+`>&j7qw)4stBo~&>Sm0l-YHS+7-cr%H!XPLL^9HlVDlB9u)^U#`8ac^V6AKS7?y|HO+vr0t5x3I6WqbkWB{~L*(gEc zjaBU8JlujciA=CfT*Rl6h6Me}c1R?#bz8C~TC11m!qrYHjSY}eVQp zg~X4~1-3{P8-i`5Z?WM}6N51uN7>O95oDg0 zui9|QkjRjw=4*Md+Z0@qV}O*I^?kK2ej<7QMF0BgK}^=Hx3ZOrnVK-?A-6{45HU{; z?KG>%V+QA>zOUM3x2%|6AH0-_3FiO74>^Rbf&irgUjnoAEhI~Xk0KY4nV(i^RVR@E zrH;fHNQj0@XV8uCkwn+z)!_Qa>V7yz-g?St4}S>ISdde0M@k~dR^VvxxIzn;gt2^% zBFhH%dSv&y*MmOBXqJ79XNVL5OMuIC8U1#;3}$r=YUT=I>Pe48UXi=$|(Q!(m@|74mDM34H zUA(d?qG8~Of^m&Qh!Ckc1IGFe)4 z@6QFW@I6Bf;7KcyWc#$9A{aLSmoD<|P+u+FtyTU^PhkE#b53D@{%|a>T9&c#o;f6V zNJ2;uxNcnV%b4tyX2|~mk&U0WNWW>}N4aP$Zd&*rD!C2^$Rl+k%(*aWO#ge+Ld?w% ziiv)khcO{CRa1L5hzS_rzqvfuK@B&r+m4fnJd7zY8Q{F+9!VS@o6eIm_m{xzqI4-}gcH`6T4`G>Y zIo&K?!iCXO+5(%XuJ+z;$1+NZa^RQ5s>sL)o6@)T&d80n+9pIf>AN5}PFzb}irl~# zy`4eWBgfShU(SWJFH-42|8w|9Y{vN3oiEX6DCvulylPKnf_km2|rNl0oDKJ_lV&c6Kaph}MQSdXS?qdsK^7R@j0{ zG%1y!SbxI89V5(;NxW!UEg@CW4+>Koi;(XeRAORvj5nlB($Q<3cE*Jm!D{USd%^_| zWc&gJ+!s0BV>Wao6c)N0%$)sX+!XeaB9^%pbv%@*{1EatfzJx7#(HLB*hv7Xbap1}3dOsh5dwT+N-n)l zmfSU(%~1ZE5RU>&l1530_A?26$%-Vnit z@Y?u|6W*9IfB$>J*h+QSgG^T)ofLZKR2?sq`9Hj&>%|6>JvbmsAyva_ z+*F~u4qgTw%%#@2(NklP8iU_#LFXlhdf1PubD$oQLaJM!dPD3Q@^2#-*pJA6Oqolx zkV^6c^Aa-hl``IT8T4ig`am7R^bu5@17Tu=BYc|E6JwC2 z5VeLZ*_e%!rI<3?*qm!FhSP8!X%N%fvFArlP26HxlA1ij9?S1JNo){kF}u7rNNki* zaHd_K4IWeLcBebrH*cP3RXU?Wn%ev5=Vtb6b2y^SI01oq4on&FFVXG#qqXi-gSnsI zAy_%F6vGG0FeTAy?5|GDUb~P@;GGyRr%L*46sN1G*QGFTP8HRvU>Ey%xpFH_on9`V z<*5e-KG}3#X%*B~GoA9jYOIc0CSj1wqFyLWtvS}zEy?1m>8WE;DSm;1z9`DEGCO-7 zz9u_%`~G)9H@VIb%#FZou*Q&#k|0fB{9gb(|G$a1pp^u7n`7{QiLZjMS1`s96jd}b zE4b2XqZh0X4*LC!K*@mT*Q8AuM8f>9x+zrX!nkZeg4nOP*Vpu=+Bor<>x`xrH${8nXdI(f2_+LsifE&!uU7 zvOe_?Y!Hso&MTWRA&f&RBp?Wcu(KN`jGov{@e0WB2Jipk) zbJ5uaK00D#)8#R+YfLZL$OX?EE>X<)NO%!b=Ai}EfJPa+)%novf90gUAtQx!yE%po zy4|dhMYms-!gTp``;BdAfXJ~CP0=?e%I$Xf5T9zkLY|E@4(=Vqd5X@hG`&nK!(s`` zaBcXhQ##6+cJzWQNaRGJJVMydk0w%?tq(bCt{9{e+FiY`~D^WPA53RDD3~T@Ch5VcoEIZmgfG z&80sXOFB64EMzjy@~u5CMEX)uOjEHZ($_hfT3>^<3Qnz`fvOtPiyFUU4Q#}$Ul=$y zte}l@+X}{fk66K&GQao(RgfBs*;pxb!gr^WPj%5IohDBB+C77&*U%BVInvllrLrKbzufoI9WVP8r?gx8G84c9;HF-*l z$^NLR^~lu58cdbKTACS&7mXh$bFq?`h#hCTEn*(&wXQzRa8M6SlD3N7PA$Z*Ydpzn z+%#vpJxmWw4l?-77Idj`OvT=Xs&k;5lh!qwFoPj>jljc3F0da_xiMuvqOEH@m>FMV zS$mY`Lg~sel_eouEsa~z`x7Ta>Fhx2M{G;5`vw(OD?^c)BVqrLbm16*`;r zKSDci2mSjqY=nKK6BLA7Iz%Yp+i><|kz?@E%vJ1@m8)!x$lCwQ>J_O1zOHl>(Zs!>vihRk`xul)Nezhj04YGvjUCBC4mhd#p@&7t*d@d!;aNLmmwH zkEPP;@Rr(Peh?>zJ_>CtmwNb-k|E=mNw9XT+`h5CfBV*pwp=v2W!r_@E*KLFrJ-*0 z_fZefKgQ%@_?E1l-G*kE8<__qSB9dku_d9vlk2DD_QCr8(H53Yv4MNDf?Qt?t)ts; zDlyrq<02hy%0C1|R#7vJo5Xgd@o;QnSO0FHTtCGVoFLG@|b%o4!DF<>_m)Q$PN4=8G-P_YSkLw4{aB3R zsWka=zyD5@m0}-gV^E|^8iOjqxzrv5eaF?#VC3i+w7S+9{@5JDSEFO_KZGK*q-(<7 zB>X3AJW@lLyA2g4-T0=C5gA{P$Xtoq&=dE4SQwD&*@B8+b6_Bup@|J%#kWGsJ93o8 z2JXz7L;R4G+-GI%=kxD}m+XHVIOn&le}|s_p5C#iBX`UCR?KRQXSq#%y4^zP+C7Ae z)E|<5kvg@Scx8I<=SR~O+K%90ln>){n3-Bh%C|77%ZHIeuZh2W{|YrC{-EsH{l=fem6wKLNDw=Kl6R5vxizd zEAhsSIA5H?#?E^4xW%K~?Q6j68%4N2rb8xd(u3W|#=Z-`gZIKtONh%7Dmav~9EWi* z_dL_6&iXHL^D(HJiY8ktp9|L2gDVpq#$P(J+Pxh7DU za`7BzY;nb$-y+&00;kL3ByWNx{#yt&Jcm~UJCZXZ=jYF$cvYS5>P&-Mah5a8%PaXP zwVV>P{h7Id;Jy@a|AK&pOabnWsGR2c3VSbysSVy%d&1r;WgKJipNC$##eY6MF^kWh zda(FnRAiJ!E%Zz8(N0MoEXBdNcD>q}B~5Zu@W^hf#A$=9@RWrcpP4op+L*-`;9J+> z32aaI1d@76^bU9w<+8WVOCOW^!_|jek1DNxa#C5zo5=+fQ~sHgDc#!t-mq@)qoc_s znwzQB(PZ>;Gxv7My}>bpI<+JQmdf-#NV3A3|4u?6YwU>LLVCW-0Zhb#xxhu1wILHb$@xR{~vKZ&Z`6np_sDW)Kq^W_bsMTJnB6iGS|^mRl|kZ)^nA%9?6n)oyON?F>SWpT^-3AcmtF~+-^b%{MQ7ua`Mq~n>AlVSfM{W z*#=F&qG(!2m@6fny9sl;TJ`UF=pl1H{To$UC-nz>+_;=imr1DI!a`=n@M41pbhT>P z8VrR;CK*?&`l&|Zaz(z?sy?*ka;Z!ur+erA38{SR;zwUJaYQAi^0vu z2#mQ#%B6kK{~fBOl#{C?#D%t3sfQ3`6Q=m`>W?zCDpp6N=t%{o;tbm@r1pisD|N6E ziURXnR{>4j+ucP^%-dy8J$Spq9W3hUUIz1PXN=0} zV}>og+SqT(zLf>9OZGACo7_|^abs`9SPQzbccChGW1o*Fw`C4uSzUUt1;mVWJk5tlTER5jL}bh2yl!=S zpV35hq2GFeyJmdSu~BUT@MQwVc#*a&4o#f=K}j!&_!33LdG=P{l7|%1TYV!{3c2n< z?X7-@hLX!$z2AwkeBSB@(3Z^vG0_X}hC> zKIp#}WnCB{eJ=J^5f^6kR{u0ZtHN8Aq9=7zCT~?LT_qF+yw!!rOKPH6@K&RhAzXfmp0~3*0*7($bv=B>YQuH_(Uo(* zYGG}gT7hMt=2?CfR8cPTMv%aOJ$1ost5w4i)c6H6>c%C2a*~wRUe5_T2wpdbo;d9R zDC2I=&Sq?YA$pfM@<%Cy9nx%IkpVe5ac32$c36DWDsB)^`q0l0=Ue)Cbs4e9p9>^<`S~RXO#ZQMsCilW6YW`gz?iKD{wRvH~uh@eD zE59PTM$Nl%EK&zcn6S)h>(sl+YKvv+Swxl7oJE*vwtlza5LTchf`= ztwk$0OYG63%`PgN&wn3--=`H3yueH|cJuZ8=!G(-Wafy@E^bDbNh(Wn;f7bMt1=o{X(c*3ca* z0nCF3yRoQx=;gSi3YR-Hs|OHsce?D_2!w)0I3?q#s%F`T{aa@j3GN|p+_aQg@yk(kAmv z)tApIu0&e}t>USuIyY944-hgba@fIF=0<}f&+RgjDASyrVtM~ZL@35)s;d8ayv*s8 zac_+LvLIfjxuabj$y|3!gGK)ORzc5w@lP;7aT1A`YJhiiKbVj6yVsJhLo zGWe;kC!$-v>*YpzV(SR(smN43_d?c*VfC`d`z+YjbVGDfoFQT%bdnW1JJkxY>S-ou zjj4KB9n1bWLix6nPu!NL8P*M+d$d>{jxu)YNSU2eV$Du?S4lRj^UQFxxvkDqQ8kOz zd5N=&1gpavH?5AICO#ad8IaveeTmr}^Ni4+I-$sCb6(FzZdxr}`IsTM5sCdJs?Lqg zVG|@VCWm8A*$sPFpPZ&8lcRXuzmxD|o17Y67B)FAomc?Fga3jUVdjSCQ-lrM@G!ZS zR_D_wA+3%C5rE%H(6V4GX3ijk)!CM2b+&0i{1-)MnIkpdryAS?_=gbEWPZ`CjvN@Q zjvQ_wtMg-Y%dO5&=!sb!_SB2j;lt|1>YPne{pn`sjuHmVtWMIEaNjbG0&;tcyn8y0aVRmeTJM}Bv>Eb zxM_W|#5@;KXWabQG0%1<9Qo|eg>3A}`ov*>u0Ykfu|J714@X`$1Ed( zEPqGlhFhL}A*9KiqFEj}Ff<~ETgdV}72R^n^E7&5mWMs{VtM$mV0n_+N*jt?QNU2- zI)hy^bqCc8!eP8H90q$TGK@LcK_%x&uNPZvV)js-Xjn~Iu;?zTlY}9Z?F>~~Rdg`V zd!^n4Wa|-r`kLo`Rt<~U@3gmz)H;x2>c(aXU7U0$`A@?RfhD9iG+6dLhd6TPF zwdurot=6}V*8_q4sX+aq6V!z5G2cZc*VK|^DcT3qC}rrs4lU+1lr^zp z`z2K6Ri_Y+K`gRo-}#uu8iMVCXu)^uvzV z=GgVd%!z!Bha^f|)(0Oi%@={+)v zT&Uk@{(lJU#C6q#L5lX@gt=PTKF7D&@xr@{bp2PTdnO7n%_Z=&rvNANF-j4~q!^9d`dA4qR% z`e*4$1t_~1mF5e*%h7gG^ajTahl%*;QHkjpMTR*S_}x;ZxT?iVRZV*07$5((#nJ>R}OlFgXVHtR(Px zbJU05p@xKw($Vy)IqD!;iM+9g9@5;5rNVEO*b9Fv48FHW_wPcb`BK&IL)%4Fbs`x* zS7el&+o2zfYl-Ns?zP~1mseKj>@??2#S|DfMW@lD7D7Dvk|SW1~m zkcp7?WN1|!Etm13oERv4xOsa87fV;$`>UPObh+KFR~l83K2xO0Eg$)#&_lXrQbyB}V>nc$ssCm(As}V>!Xb%(S27bHNv)yC5>1A2^6C6X)b& zGtvfh9!L%uQTJ*==GYyj`s}jI_lPTXF_|H+Zs#)^nC=iV=}DOsJ5EExT(r7k=1T>n zQus_}w&HD;IOnM4Tj2fS3h&YRvZ3^(jN#2k!Yc`XD}>#U2Vrum>@id+^jgG12kIShPa|w(?+vMeSMv-UoPrb7sNr&0H1kLZ%4i;U zv!dy=G_HOV^fcb7p*=0n&?HTtLY1=9RE6%wT2Oc-)!uCL^2{*xFohTJUUkoplqSpP z!!$3ENF1|&2|lDylTrPJ>E)zTL@3Nfb!AIpTryucMN$b!mFBJ_w#rM5ttcAJx8wgQ z;0+wNpU`){Z{!p7#P*G_ry?6JxL>r6FMJnv?6!tRq(r;mO1Ee5=fv$N$>x@~)Pozh zKCSH-?`^d`5*c4bKPbumHt3+o4W@Z>`)dCZ)(xI>H27)~>pi(>YEb@v(D-Z@?W=fM z+(olj_cTvaK+iq1MW@7iW>HE?hb#-jNIy)D3l`|>f`qAl*d-zXVTvC{_V^~YF4byc z5sDThXJuTs$Nu`j>J(G%DQ8dOqYXe@Fdq&^6 zd-e)?V(uAxI&$vWmZ@^{P-(n1aj4X4PgL6(yt8v+x5$oK4fWuhooPE~R?{)Q*($4u zbj>2~mA<+UBuF-JZqMwkVcp>FBj=e##@v%*rpDy|Ee+3h%-)EX#T~OVQfMk>%sz`w zVrI-DWRz}M23C$fyB9A=gWv9SL2qTy+#Xenr3} zwUQYq#Q9rC8Rr47UkdT69Ut6t1AJB+dG(Grf%HnvDt69w7#U7dl7(!A6@rgF)uof8LNMs}qehC?A-xG2Xhv`1zgW>Z^&vOq8JeWc2C9^u zHsS7u_!&NH!^5SSA?n40WS#2sd!*uH9mtE*Ny!|@i_*(Uk`w-Nkvx+FDJ5B|YIh|u zzb9>uB4>;P`6$5aav}QLIj6@E^~P_aDu6dT<{j zb3kUxG2Y{GW(ny$+OL(K3V{8hzT>mQy1}!LobPClxF^?94avWUMrXT@PshvRuA|I* zE)UVsmC+i<3D5B@=p)8+v}q_E$8;uA)VrZpM)l6HS8g=I6DlE8 zKoIY9yb3<7QX!mPi95M+v3H=}tpN^s%4KtWIi6(@nCzCrlMr?Kb|CDHXelW)|H~o&%OOb|qSWJu^QuSxLsWx@Zb~uD zTj=)XJn+fz;0sh~owT{xLN~5Q6ZMvqs(^)Vsf87Szn^CS%#Z&LYGe%EXrLMW_|LJT za~irW8FYDjR#Yl!a|~6=PMgRsG1@Q^AI3$BDk7Yk8PZ-tx(EPzct?I%YS*iy*N z*kWyZIT_v&j&revJ5m$t15(ghOCYMTRg3DL)>vt2KQUQYPfd=P-QRUvAgg;o))vtxoR)$O%a;w34H;WCGM_dAhd5)*FH! zj2(Y05jQqt*W2(W;j?zj^PRV31{|YD)#-Ul4qG*>py$rmyd~6)&DXjTmq{ilx!-MJ z2M+>jv-Dy)Zg_feIJo@DO%!7M7f~~O{y-(RJ~5WH(GPMkK$v3V2ik|4FOf5sta+*p?A!y&kYto~s(^SP$%Pcs}RMUo+ z8e~f?(@$;iBQG-ViekByRtKh5&zD+e8QOBmj7d!0EA|IaHGgUuMkJP6h7m3)wan4) zJFp8oh}JG!N!&;IXNHJmumRw{--O(!X7Pf-ogRD@kK7te{E#aaP6dS#r?ZUWj?L6n z*8BksxG93j22KfQ+)i%c)k{gj2&H`4*ho!+cO~HE9`RN5#GHEeRMaE(`FMIsA$$6x zT8(OD2Geg>l)L2^Z&+LHhu9m9JYJ1-y zTvpPo^36!yYO~X7!|^=OGG9#8rvW?izICgZ5p8sK>_#1S%Lz>(mO6)~a4fK0uksJ` zoM~^&;>C22wPw{Ybz4FzRqDp(yCjcwZ`i?{roWw%3{#o_$0UR%Rw0A#1(NR_4u_K8 zKUHY(pG3{r{^_w6aNHJIZ5Hx<&RE1pb`=BaTji4ul$p=;=XpOrP06>ThvmoR?8xey#|ZpXvq76`H=afsK9}2#j|M@E;Tb{5!n>zRI!>wH^V z25UPr)6=bXw}d6ncK5cKR=3)jrHe5A4P1$G5RzS2rxHC$EVJ4^QiO2FM+?d!#(h!) zo^%d4LFtZXCtlatzLR*Om+ZuQn!B$8#N#03A)dReIVlqBWfYziS!Yd(n4X=Q4|yJx zp&3GJ^C1eP$b85XQLo^92zANlL*51w`SerHhtRW}50PFUT#rA(>v^0Hd8frGMdm~P zmfA>~5BZ?gff+O8n-6(E+Hxs=lbFVQ$R|)W|9l7|5}OZUgiD$anais>OlB<_tAKHc zvaYyG&VGEI2*f8C-cFBf?oFHhIP>yGxx?>m>vUVRqsR+k^jJJ4^=pQbO5J{2^d%Q6 zO}@|rL;>hg7!d-?8p?`Z3VJrh2l7fBBeFBD1Ql1}7zJoIAwmn|N*oChrhWc{k(TCK z95WnRBoeNG_4w`7(GFOo8(J zHpj;xMrqo>3XVm{B{o$0gMdrwUXC<&>S3V(H+C*s6Ol7+pgn#wQ{(((O=lX5p=<{p z+ZomgCka!_De+hzVk&O>AVxeSLYIIk&j{gGxOGev%3+2aLsT)%cczODABJxEWZ`yt zVv~jJsmNp@mn@x!i^|tIEN)E~uv7RVy2VE{&)1`b>0z`IvBwaRxYdkA){heej8~3s z8M{8LD_LTxA!FCzdqEjn8;2W*kcn|gDVs#kmXs|8w_YazPLr|?rj+qLnY0m;_HTMb zr*0cLpF(NNTwY1tREWErQnwuA@WXLrk~%qTC3T=v0jYZiy5&;$OnPEc$DWR?)SatM z)uhYb8F8|wwa}vk8uLI*=#(73n#jiG&?u(3;ezC~q%lS*nfCz-OEOo0qhBt7Pm|2mB$?E|S7l2fp$JAlD6GCG#7s_EI~I_=GlVRY ztjU2WSpyXc$l7PnEtj>=(i4+4_H<-rZL>AIm@aQ;#mSr1N{=!ZnYy&(?t4T+E_acl zic5YV2wg<>z7y7!vbV~Ry??>?g0i>Hlsy}B4*83WRm$M60gWYttH9~s5`##S!4pUZ z0S7XR4E{fr=nXfi-YvUWRX1` zVOg{$y9>&q)k?3j7-^0KPuak2L_#5pc2UJ8=LB#rL_9MH_yX zEZSwIEM5g@ELmI&P9G72$RvwsJ6RSZ9~G8&hnUJ~7f%F)*M<;gvWs#+N)|zt050iAdpfeRxW!(?Nf$j&PLYlahS*O=uny zzA8+=GQ?I+nLGtBzAS_>lT6AXDVYRi3drQ!&@GqA`{;?uBzrotGPy0fK9??)BB!P) zmC=TJl*_pFK}#|}O0?vX8CP0y%*O@Mi^%5RhjpcF4jQugL3}SLn_emk9nu*$Vkw_r z2TYcH4ubbTEQXRMpC>WzRh*<%+u%Y8P5iDf{_PNJIc0Pm;QVF?XC@hy!%{K|3Kfvi zU!hwrqravnCZp`>$jazL=~Q>AhGqPAwOX2NRc=+8F$@OsI$cb4SJY(&BE6bXXf)DV zqMUNdxmGJKOKEyYhZ^U!aS&*K70G+cl`7k88QoKP-kyh_)vX@vZud6u(QLS6*n2pg zU@vv*`*_vuURcK4aLFa`ouLEh^3pzDMcbosqGyIu>ANb|Sv4#Uywl#4#_lhsZfus* z<21RMg3bZ02|Jk6b3jwQ?y8Jq4125Nni%Hc`Zwl_QU=??A;&2L_XN5^m%o*o;UK9k zk7uN?m|zZd3-L<50$(gu8;xQ<4g}^)HLP9EVI}NQxdN4R`(elCl2z#B&1I~tws~<) zM1sWdv=Qh<`0y|SBGq)Z@7!f0dda@a=1K0p3hc7sAee?EPO25D z+-1#OHnEI7-@9yrGg376ths9gPJ}#?q~PU3tj6lE1nSdWpkN7`=A8A-wPOEX)aHK9 zTksTF8;;Q|!p#ZJOc@OFGf6K<>JCWNae`4|y&(NUlSf>Q8{x5ZT)!PBO-x_SjsaI+e*$ z`hRV56oVXNw#mFD{uk67_a_#ih~~%r((1_c%JS`7`#Bqn*@7-JrUo?jtt~pU$i6jF zYdnvI+PAja#s_ICaap|oK^iU37ZW1hxI)gxd)yUrF=b9pWGclTb~UBuZBK>kmO=k( zDfpy;eG(D?`Thzk>XwI!?yGo1*H4ooEjRXDO_>D7anUwrjBe)lXz!$qUHmhyTStyp zq|*}f5Xc1E@@6_!N|MI%XYp2X#Q|cEcp=jJO>>;i2P5c=pUh1(dLcwxP$@=;=(XOK zDMW)LM6|JQ``D9lw=$&=lPHN3pvFVo`p^h2 z=-R8&Lf$Zz#-cM?9of?8hopF=*S7{`G)W;$Fg@jFEGEhXr^NZ=r9O3!- z#qs>=Im0tce@g=R#)TN!I%y?L2ESRqd)8)fI)k@SLs884$W5d%Wgb>s?hX9yb1lkPxAL53tiC-I^I(rziQ%j^X*wNkv z#wBiokBxT;llj?J(rpgM*Qip8%c}XJ*1lW<$dt&}Yo{W$zPGbLy zK;jZ>b*IMq-_Eh>W-47r{wLZhs3VVAKUX?(eLAjUwB<5z($54cTtfikv3zGgNf|0J zsNiK{j9k3z7ABGJOvZ0AFm+cFnGs|>uJ|;X?~EHn$8~iVfK+_${z7_UbNB42hq-$( z|6O#a^QKyPs@~`#0W4C<4#jNo@}}FAR*@)yV^(8&mAk`pu#UC?|KE7?tTE@Y z2g6c<0-L;L-@BA>xjP%|;95aLelD7@h@&%It<)#$mD#(4c)>R$=u6rREk9D0qzaMU~|4-Y4Xq!Z z1Wa1|?%IcNMO@cI);{o<3{Z3pZ@1j+?$|QACAt@3n{q*z0?Olmi1`#HC&!$X*ZJtT zYFHu?zY~GFu{lYP4RxLPTd)nsaPYo4%s;DJg3Y16DQT}0&QWV6a+wg}C*(+1dWI9V zL$!NquQK$8#M<+qvlQ0+)2SKmq$po0-VBR~H~ypIl93d^T*;y00aH6AM)S!7b6WHa zrjfG}Y)oqBLHu`T)||_o!%f&haVaXfqG3raT9&_9nogbnXW9P>rC}=qx_N+$o z0(VaZ_I+>wlI?hu!Q5rdeIK!6T6o{bRx7)Tu0!LMugbWx8JIIyX~?-28E6%lk?kJ8 zgx$#LE6WVD)Ft`jl`vAVj<3F3qgV#o5207x%P>N#j2UP@ zNp0{M&1eSNPg@LGA{QpBC(7sjBrUAS041< z1Ne*>!R0u~=;en*PaeJeEj_|RMYMle810|DQ%lIQOHDq6TY-`bD4q82qGjomn@pqo za{{afzXJyn#NzXmo!ADW!dY=WC|!Lf?SZ3&!svptO*v1+sQ)`oXu5Az0p|aFp*DH+ znO)uvZ*OO2s&vQnZNqq~@0%(g_Gj3Ugo4s4O0seoYAmVtz zFSH!1_(f9;)m>E_$=^Oz?$)-CaTXcF^=h|Qgy0ysdc!f$_zJJ(2i z;g_)PwE0HQk^q0}F&Zl$r}uN1uiK%OJ`SkX%#hWLQ;_^E=mQ9$zS+)~voefW>&y-F zY8__6jnoLs7}R*9HMPAbxX(~<$D>_o8XM+h-%y$q!8t2U&MCU=bfFdIMV6j)bz1IX zac6v{Tg4L8rsR1UJ9M;Gqa?pebLE<IjM`Y* z9e zOqD{l4fSN~<_-Fr)1%Faa=TqV#MMgZ;`x6{HNm1rtPn24=oJ-+Z_W&&?zZz~?-lLp zWcA>5qh6_Zu|l#GKN&WnYcYD?`b}!49}fnSODKPq87xa#(EQP~xaP(Nb30UxBG;)?C({SOTlfUMxYRDN_5&68xN~FD!vwR0-BEsFb!$VEQ9& zOYr}~x>8e}sI!{?Z}>i^mcSlH21{U9k(QwUoQNf$loLM_L&|0e(0HM&7;DgZGSVHE zfU*P}Cn^KPIkyDoR6Kbs!39(^rzO~)8N>(F5`4vk9?1>i2s94M`g90}-A+rEs`Y3?fy(A4?lSB&EWc9qX+^?CV41?5ABLGQJ z;Z%gH@ZZuCQ{n9C$f@v6v3bcgb>rGitQCt(Qm*E2g4Y}k8$n`cQFwCo>^qF3V}@+c z^A6*aA7YxP^j)ByRl^Kl5_W-7H!cB`3)Hm3_=K>7qo20cu4641e)LwZ3&L^587z0) zr*Pt*PtEWxJZhgYJ84CxAlqi)tDK-XHw#~ms#!J*Ki=6z0-Ny0<7cVZ5S1~jxZBru zaq7m*Pum;JdU5UWrHLthhp*TKAg8DJ2uvSbw>0sLt`SvL^^e04)7?8WNrjr(RXcnm zdWCy;Pe=1f)480HrDyjHl$4&GWIqV%8bN|s&rVxMO1-u~xX-EO6!o7gx|X)qQbHQ_ zrQ@)gYVcL?XNPb*tI7E`IZT*nIe1%@W!b~~2K34;^u6@NEHr!S!9x3dR9W}%%AF|~ ziQKP}FcPub!q`&CXAR#L4&%OX80@LYFy>+p@8kHjVV#}R(~U!qNB)y?`%v;8-ni0c zR4DiG2JfCj#{y@2x-FbK?rbg-n57vGXGy+K*k39?;|O zrCUNfkQZ}sRQ|bTQYFNpcsRcDtuJ4-+c?M&C0ru8XI25pgk;KnwX@yRPxXtGDvuU6mT#(|9Ysq; zVT~)>7NZ!kMsQkcvu66ICsAu+?pJoNb@pVdGgBwz+ev#n+Hy@qnItx1o@b+~T7wTV z?xba;V>@XXIoVEHnY|_)E3pz!?(yI@nP5TU440=M1BrWxs63Ep(WAYc_7ci9GVUYy z4tB_uyVxz)^qBYNl|AA1dEIuo*`XbwEax62ekyzWQKQuk=e>JvM(M`a3n;V4N*^X^ zw1=ovgKa#B3B-9vDaVK~q;%UjO+6*}9>B{3rT5Yk3zXPX(Fnum!%^Eg#F%kQ6Y z1z!@oxEu``&b)yr&3*j?^k|1OBQfF3IPKG!nl86-3J9T%l;y^uFnY;ZOKHV72^ivS zlI|(V0enK(bc|UIAX)2?3K7AI6kScAZH%P`D<1&7JXrZ4J+WYgJrxdC_;`8=RyIh7 z=DK>bT5eyDjBRCvmNAPWrp~`-EZUdx<*rD5?l6c_eGwL|a39Zw~J{eWBM;)7-9VIx}yo+S>Aq9dK zN>1S5^cr?#Ij)FsKZV#0`EkuyeC-- z6>uyAauNd$1!g4R_#DK#V8B6L@_^$oJ<(4YaL}_1IHckL*L^{#qInNEo`(MCF5n2L zwd8=~`BrD9^~x7;JckfhEZ}$rs^$+k80lER!N{2!aQq&aPcS0!hs$@64*Hvkv^>Ii z3O(8p#`dHLqq!fchAGhiEss2|Qh)Rz&-75kaHE$dlpVcKKo@UEb+n|<1#h&_$c7zvB$^giNzl5sc`JU$J0yfak_M7Za{*NYD~zn)(kmV zv4lwDb@LKwVC}6^%^qJ^#f{;m2NNbb9^e?_UoC!4k0E|!)iAYiLJUFO*u1L?i*%VN zhWJL_NdcXGaPCFYh8*uS*W6px`tPPOm}1HBLC42)WWmNNP}UqqDOFr0{O? zAjMtQ3<_dduy9bYA#o|fRPQPjSPhgUh5`z>NGR|Xh;G49fV$+Nz%%KIe#%gQo@FQ? zl>>O~YeJjOdnoW6^gnl@z$~?v916V5>daE2xvrafF(Iy4DDXN|%^wOd(y>s0kux9s=f9zEBVu3TFOwKj$(>g9cVf@??$>!*%AMt#_|GpUqw>Wvwx0SY=r_OgzI16E)++Y?ulUPr|4Y!$SpBBs}~kjBUa2khlsi3Ng;a4Zm%L!^j7oSHcrT`sWBhZwq&B~eCuKO_?IXzy?7(T?`c z+8LgCsWfIfxDegDri|+uTL;4MFAVWAl~t!%7 zwjSa~OOo-F12xLFUM*K@GUd8Hc%DWbN6Cbj=E=C0rCg7#bKvYh9Ah2(60!gzs5+<-V^NS<{^!eOM4XQ8d}KZazoLWa#_{}NY_K~yB+u~ z5p{o9zt^Fk6&;_v_+@XIc-BI@sdrkZ!%CjG+OjkLCD*gfJDU{{MfyS3Qycv{i%JTxn13((dzeT^3RQli7{ndUX_xWcnjL6&~HgqcQ8QFN>V>TK^{&$<|4f7h#4 zkO#7hBLLJwrB$88O{?{46FpJu@FJ!tnhQQ%|jMWpZ(!dHfI#HjT zghFn1`-vq;G0wYKOxv^P28bTEd_|C0(=i&#f7go-dP%fs-sOKGW# zyS9||S|d!+qxKgk&ABp8m+7Fjxp-h&T?w-}vJ^GyY|mV%3gHh&MXP2dc~u&}F=MDU zAz!4;U9+hTl`8t(gjzn^k$KYly-sqtH}}6YtSf1Bnmz~OzYX8hXQO;JmBH?fVN)6G z-k6OV0a7rmCanTvxg-sFGW*~s0i~SX60CL_Sncg%aIv#nT3|JN1EkROG9vznbY4P7 zbqiGrbs*zBQi6_(N`O8eVx3R_IW43vK&N9=pAARltR|1JNhE~)dMzkys#3Aw?7j=+ zhv=3sI{%2C*rGFgDzfOzrAX?9Ue=wrC&?~Zr8HGAnq3u8b3JMT_ri{)2#y&E6@j~+ z;;O||1=DNs(_L;oupq1}^?+ySfnR~<1@!<;M#-H4iF$ycH&G3^F(9?TNf?8r1w6>h zZ$f$TUkzVNDrRxF(Pi>?aIU5W2%PmUSr$5av!Mj2R%RV=dWi9yI$%ASa(*$4K1fg?gq>Ub>J!Zkv67fe75xK38 zDXirBdO_?Wa(!)BSIYI-I?wo5;(I~4UgySMqA!Vk@UiJ_JxshEQg*%W_akCPA43GI=MuQHvbkP><4?v}SLK=qre(Ttt&wP+I|NyHi5O0r#GcJ0)`+Vk0vvkW*$OLq{8fn4oYK4rBe*XdK_+RI z16I-u`W2AoPoP^a&7Y(vCe7^W$V&5hlkL`23F$mAhl;t?&d|mz3nvQ0>JLMO0 z;j9ld1z(Dnn;ln{8y#FTODaO&5PII8ho42)P;d7(aGY$oWY~K+O?j7aopz}+jq_#O zy|9e8;gU;mOCW0m*Aw$9+63cwEJjY>68aOXhQ-5o#wNn1ZfvI2*Ky@O96F`-&9H;u zwMW;M&{2z3-NIobOes4KPwr`#CXUvA7`g_(J66tUU4<9lyNG4}<)P4c>fZY*f%SPp(rgbX0dHZd@e zrN|YqD;`_z&a|-!;LvnucAupWKaRW+JE{Y$NGk`vdSFkH)+cu z!DekY{*(DEoVGzrv??yHm69N*HkF38BRFbbBu|xEP4VbL8#1x-+{dSkW@9dsdmVt}6JoEYCpIC* zo_d%N6O&6tx1U_Vbb7Z`o|?wx4%q6GaXKt!(J9hW4-;a0BDT{2vAazJn9YoJw`y<1 zEEo^^#E)*Pv14m>WXnbKKEw6bpsj8~(r36nWYw^QD1L^Ey0KYMw@-5Vfo8bg6?QPE zd5AQfTJ+E}pW)Jp8=d1?6T?|tGsk>U`uWS@pyQ^@-CGD0!u&5$Gxj{!!+YUC5o)Mu zt7DDUxZ|y+1LD381lC(M?4LM?oe*sN0F_)ySuztv#@}IO3(jRN*)YN9O*Exrhfap`$ATrIhoa=1gi7L^H5!E>l!amI1SAm$0 zgOF@nogB47Q{53V$;mw7oyng{0v_ueOaftcXD7^;!qKvwbH)L@x$GmM}j-jz#=Zqq*1JTLF@AAo7sJ zUDllch_z)8!2Cya>cBAbW=KP>wz%p6xm-m<>4|RrAk=kUr>fHst$6GCmu!K%l}k1THby(2Hs*<>YJ#F@-DO zBNZxULw=Brh}3S1M+?k`JQ8T)vmsZ~6PpcTPe*PxK?*Ypp&Ef`o#Kjt#5aCwoJ4gfs&D@gD^?_j0b*SiEgwccxe|@9v@c;Vz2K9x@#j^5`?=TSzade5F^4?j;Lb z3>ldRU+3RQHFz$WmxZu9tI4@&IaCb+Hd~9iXeDehv(axuuU!A$M^8-uvZo&OuNYM? zhoH`+O^zuVcpydtqgLXCbMUkytbZABY1((Sp?z7E`PaRl5WFWDH(mFB-l}2oZ2W9B zbz?KB9zp23_ak8kM+x05&FkC(_x%v~{90EH-2WamV{6?H;$?BI8)Yx9bAOFiEuG6p zC^hbHP(W&22^Tc({RCnLjeCZvN3mg;R{iDHcy**DwVcwni?{KvCDU3g7^7`JOu%w& zyHHe4bGzjo?_!wHwsP<`BWKaJgXooO+tcWYXP6db>b6q1!iRg{&xopB zqk5wL<)Yx)0e`)&`;111u0w;&L7mv1vb%R$w z@ODR=H;HU?7`2eV6iiKR-#)(xuEk8STF%O|xB0pdS8?jnId!`WRb4VHO$x19UBSv~ zYgP})Zrlmy;1cG&#~7%YR*2fp_MONRy%_V}&K06N-F+39_2wX`pu*mL;iTXE@5X(l zbHEA2duev!{h70UC-Fot*@^c~cV7jF$3e(LJa<`h$wFyR|8fGI>8S@`$>NkmE0nxp zQ^CqLm>Q=)4A=|%YyQ_zn|o;A#*^itS%yn4RTz6t4P~!w)|4oPUK}OtCi!ssX3dK) zZ?XI7qB}L&b#?7(hJBhnwV_P&j|I$`oxcZx6$UAOphz*#8#EW5m&1FOOA@~&@YYFj zgyD5BNi1znl-up{A?6(T#^%gZ_05@>iJ3k$DhkK#!#tUQ zg%b}86uRm!MPPA)JIiS5uv zkI|{9SYY@SE9wlpe6heF`C5vr(vP;mr}jnACH0cxxB?3dPsGr9$aNzB^$>E2 zNT%p^%VFqbeHA?Z>~R=y#T+`e8t5V9dWdE047i%DN`-}3(MW1l1OzUgk@reWZxakF zdB9{GcQiE>);;RB+D8y!$5YEgH1dE`#Yondp_YKWDTQ-6n8SDn4G9 zrHT{%rx555lvipyb-JJ?`=tunh+kR*^u_(sPoOsUOFxe%%P);60qL0h zSXeHfaGb?AeYndvmAhxATb)jQJbCX-Z;dDc{i=XEUe)Og#x3;GcYw$u4%?3na{Qwr z$2|L|Kg)wc>7V|DDy@@(nd+aODO^tPNnUqmx>4ODej~dEcU(mdi(XvUrRM{rMAvmW zeFb~RGfFji1J4jNBN#PLwRy|mWcY{>@1!S^&KbbXXX&~w-rbIQ;s0& z7vAh(`eY}O+vP$3x6oQH87H|D2NlWqWQ?4Dn4wh>IZKNx6_yiZ897U@N!h{zk@LGi zH6A&?o1R$Y%$|CVoHLC<-sFWb$osu)?20AVC6z|G(}_E4d4D*BzYB-Jo{9{iwo=ld zRy6Y8Ql6e}94Z+Zeyh0BVTLvx(KG-utWUKjW*WHKXtGnE!ahTB9@kaT4F3V9=1@46 zTW?$gd*Nz#Xn(abOxg93=)FEw4Kt5b8}uGqQ|h?E!@N_L9m7NoaceE*NfB$bw^P0{ zT&98BC0JH^o@ortR4OyH833EEO0ul}Zd}yI1zNcGLY0xf<#!t#%6V2jsG78(6`y78 zN^APijvLxDVd}Hzhgo#{_UP$53|1mXV z&%OM=KR^~{oI0c}b1woCIQy#kCG~C~V9$yki!N~SbHeP>?|^-mos>*Z>+ru~Wpx0d zF(Lql?*Je@D*y+J0C*BA6$WrI=|3An?In_+u@VZ#^NPT@xhEKD%VY#b^)i~M?b;$R zUeybXOPXXmY#{Zw1A+LZP+2JgW~mo2Pqd8*vq21OeU5guU5pQGAc%fYqq(EVXb!N^ zWSYCZ+u6Qz?pE}YeeU+`doDsvc z@_JDxjB8_@qX=UiXBLudWxrNT^-)p6Y#f=G>Pyb{olGTq$<9>YcK20)sW=D) znQ9>3agESywOvk9E&4&x?KjS`CeZDd+3B|8LYFCb(oOVY&@Ck=+$rwf3Q&#%QIK-S z>tO^BEh1Dq)+i%MX1!JP+U6W#0=-62DdWQ1WzP1U^b)-o^m6Xy+wJbF0JS&>b3rX0 zmbs}Vd>te~(P=oY`HB0SBTS%HB|Eidob5ZQC3?wDt*5*DDnKm`LP2UBC&TXqxmq56 zmolZjQS$U^=cp1W^or~hdb6{ACxt{W*(vlMcV7i4#6jqlLJ6`I(j$~3?Tw<)=bWQT zpwOqXQ|KGc_MH?Gy=14*PuzVKpb!V4AcfZ1;e#<{6;XaCCl!|xmRvxQv+toUhaiER z$DmS119pP5eJ43ZFWJet-rZLLa&i#nn4Agnmqe{l9Fq$ua$f92K>|4+nw^|iJKJ}X zQ}mLZoKJN3Re+ovgo5N;9!?2IByll)l2XTiD3VM&hmk;%Ms|`s+1b96B%&9SBsA$A zj)nbDV+q`S6(9)*ArDF1WzD@=v9rO2PYj${;!80de!uEwHfz3FU%QzNmb9yr^@&;k zrVy2*Df+T^?wd73Kzh- z?DF(VxpBwi5BKk_9-Q9Ws7`i=M(SSI+uNC$D&0{Z_WWTy*Y{18@o%?0bGZK|y!H>{ znj-qjKe1m_kP3L4y={Bj^?f*M-mi6V%if9dzJ1lU9ORMdoMRL?`8v?k8Bd<;3zkl_ zDoxxWHS0f@B(IMrm6+WfENPU-s|`H#HCqST<>}eG#k`>ZpD2h$ZGrhE2IdvHZ`_Mw z2Wr)J)!UBgz}ogP1C?XmM77z%G9EjNBU4!*IZe6SLQV_Z?adcFW##%l~WG4)iwNepSXl2Z#G9{g|vt5OI#+b+o(0WykUs@zMUP zC%v&Tb4qiJS8H@y-oE<&Y7;BWwQAF=cL{=-4!>)Bx`A7zJmlvPz1}p|k9)@1fRO-x zsw3|s2M>B2Q)q;ZumcS=If>*RLlR)do8I1L^)|+SV;i|98bXSXK3-RwIQXe0M*h}g zGk|S4W>Q!s-(w<;HhrymE_F8ul`2SM3F~>(0gaki%)#EX_M(`J; zb~T9_W+TX`fm{PIltT)`RC0lAD}inK^aoMUgkd zTugHeFfaoQ4R1i82c~;w00l=m2IQ7QZe^gmy1RP1%I>PBs(KDN#2c_-RT?i45K%z| zbrtbgbp<>YFHq6--i1|MS+7-BLD4TFkCz$wGV{HB^}2h8Pkw^c`7+~0{xc#nGBYxs zMtZ!hZfy(3Sotufptu(R!k?2f=?-KjwS3^Bt6EEZPNJ*Y)XFA0&WgVXDf_J#DK2ja z>Tv_!0o=U_8+FP^72H!ve&3?{l@2x6@K1VoRllAnQ;x#K;Sk;tb%}`e^LCNN*K%M=w$dOVBlR}!}F0H;l1ygi{ zzQ$$g4p!B#2;DIGB^3d0r6;`E=w)^d018s?ji95y0|UC$x+MX*78>vu#x+1mH2{ls zTJ31SqUZZGV0V0~g@aPA!!%$Qpyi98@@T-m&~zF!U^mc!7;>TkCgL^?u+-TLHNY-F zntGWH>2e{(BRI-CLb`>~mIdY;p*yqmIn;cfu8MzVl1jzHe0hK>?vLSckiT!FUTVct zlG-l9r&a~@#?uk zoIlr){ggQ0IcuoIx`jfM{%xRqMUIux}YM2HrW<8)3 zGHSqcplSOWki0=E78HAd4k&!d?NL9z8LZ0-6}pCXIl4e>*W}0cNq%HUrVUwg_tOLx>^8CMmgk8@vZc;J=(1!nh{}yIsifQYXNtA&{bndp z)OF?Z+x z5yHMEA1JWi?G;+xP-?TnyO?w)d?GA%&k9S?CmJlZN^APAgfHAeAA2M!Hvi~eB*y25 z?PNX8NxIK?7d7zu6fu8nb2q-0USP%Eh%M`nvEEPuddEFJ(ifnqHbcx|@0r*hq88vB zccd~A ziK~ovQNDvr;tJLqN+6?2Tmwy~!zAtlCQ*S-Orjt3Fq3$;!rWpK&&>>Zx=B1MKjxQE z%%{pE63B^3G!ZvVqUCwQBwFg6zg9X%#aaoa>*h<-&E=w$VG1;t=j*p?AjVI+I@D2o zai!TpOUWu%Abdwg0gb?eCNq|Nt3ccfu^K{hk*6fjVT@7*%?)1J)~$hN2LFknlkg0& zxG*#LekA5LgLfJ4qE;-(48E83h7!;_?(qyi22H2K3@!sRs6Z!X&<}c;8T_ik++qg5 zo*D9VGx%@$G5;RLe5%YKft;8@6LHfFTAnA&pry|0aP?PeY|=}&a1$vb5NP4f(=8l) zbSk%nV_Tq^4P1QDgBUpd{^AZVq(;fD=bC}r4jNhfJS;BEz(q*RZQ%AZ-bMKiGI0B_ z-cSM=4crQ7IvoaXe=u+gbYkHApobZ_7b(mw2JXbnkf$5C<-+7&sGg z)4*AtCk&jW&Z-Osj%vTMZzj2P`!+Xa00QmX26MMh-ZRup9Y5(Y)1Rt5sOs!TI(BlW z4;I0YXDg$J=epAtJA3X53eeYiWnH%pnpu1m!!+UdVR2z*@f}FaZ5D4b-bJlikXd{i z>kTEKciiLmy%(BJhgm!T%%TFFm_R24oYQULXYvF6Zxra9w$OPv z=fGE>-t4CVEn#!be=2k>bIs!g;``J5`2MO8d{ehsDbD1m&M(Jdkk36TwjCD8=i}3Y z!uVzbt(;+eyFgRTcH|W4ypR_n+RME-A5tLB2j$24xif+D#d@M#Q?yM#%JMwnM_KB0 z<6&ub4?@lPCarWQ>dF+$66i#YJDezey;z77McqhrCyY~6mx~myC*2hko>i})>#l_6 zLk%&BPWVt*tQ#jf^8}u%UWvrqKGaplyQm8kOo-g z6zIf<@`Ikqhq_%so$#UV$c%Hk4|Q99pzonT=bUhyK9mDrfqHvB)Rz>xmI?hU1>*Z) zetf@G2)?NkI>njzP<}ZM^Pzs}h5UaCg!~uzA^*P_g}e~a-s$MrMq5OCXM9?auet-! z%IT}_1x+;@ozrv#iZ=0~Owl%dD9iJN4`r#dBE^TI4uqQWO;YJD)If@qhq+J}UJbED zm^mlv>aW*FSTOMg!{rvFIKY?+_5}WrR~Gxr5Mcq%B1>t2@e`2KpwjB;=#C(rK%AS0 zrwwQgL)L(y@fwT7fbWEFENyPWwVl>@qlWnmYUPcPv7|IIQXhajk%Jv@UlNlfVAL|c zunt)$DiHc6-wd=c!3BiAwd&&o!*E$rd+CX#5eWW(W;OVa{?^gbX1H@%85t2TcD{E- z)IZ*`z8Faimo}84pOC-+BEq8jhH_(Lqta@XYmi2PB}ahw*CX*AD`W(&yg53-0Vofy z=zu&nl_5Npt<<_%QU&Yrt2eFDnO?2d{U*&}JdLSu!ePW>-9k`@acAvn0t$*P_HFy5~}2{8I{gS3NFb9h$apet72)QF`%aIoR( zQhXc;ul}2#uQ4TAd{*~5Ry93W!S-jf87_k8+&F_9DN}%bD@cq)wt{bBqm*m~S{j1b z6-2{KO?sFc|KIptZro#E1Z6sz4KtTOZuh88KKB+-T|0#rB9}C+~ z`q=cULiIsNZ&E!Udc;2$b^-okp9^EZX6Rd6`|~7-_!+HUOxjg>rO`9oL|(M zIN6}Xzn}$PNDK1fjSWL4Jh)7=zTE1C-Q=e6J*|URsAY}(-gdxOsKx+v-KnOE)#d#P z)kxfS;*Hb&6{`MHvogR2s3|@|6^~f*yHg7dd}WMiqFib5E91U}e_cx9QoRz%m|vGV zf_+^oe0cfgDE$LSVP9yv(c33Sj@dUuBcE~7KU;DgtE(|MmvxfEtv({9m%=)O*HO^l zorlf4+F^4x=$Of*DuWM6;d8~{7xOUqg?1R+UekY*(d4tm6QoQr{^LB1f4?2ZwY&vt z{I$a5*QNfLhsWQw!=rw`TrsJaTD~r|CmMG&?vVqg?y&y055mmY|qQu;Za+c zqbsg|^~$?Vbd;B02b#}koM!qE(P>`#UOdEGvS+`3ssCL$vR`u++)i221pDjK?AO-W zDtGql$eR6Ho2^yy>sNu&(ycJ`-9_?i#Z@Bt^?GQRGx;^Xk|)1@1B_A?|CGtEcQJef zE#I}A#9>iYffnd4K@Pr~VP9G%I~ED|v}Nt0wJhItsTK{LQyGoWlZ=-U)@RB}U*{Dd zWAzUUh|Vp~`vRn{6}^CZah z7Gx|{IKMF8&Ht}Muh)fHjoFrVtqfp8a^MIuQr7StkS7?gTC!ME@HJoqfBi_gxqJ3qVV-L?-#fl-h7Wg$4^w zm3W?Tu7s$X;&L;jzOF@RFyVBl15V*;Wyr`5=^?PnrQ`5{=Vq*3)A&ZEI{%VabubyM zOLacDuD=W?ewU4L5U%Km;Gfmefzhh?-*xL)Ar`C~s5gazEr&lL?L8#It!X8zw93h+ zMsvNgd|mmH%dj12;1vw*{XPs7385QSCEBtoGY*sWz6O28|iw6U$OD5 z7b$6cEJPaR=H*YZQK#HMfMvs0ll1qQpzex%i%&r#%l$Jf*0-nHIUv|&Ezoiv5G=x{ z1;w8%1X{jz9`$-j(%(*K8h${)yxB}if5ilWdFo=w$w{z@xa}m^QYSF!uSvnZV39`@ z|HlM`ZciG%uuSLidsfw-^!GW!|DdTx_V6C#7JAt74I;CW~YrqwN*Cb1{mz^k&qBU*TDfp;W9- z_WZhJKT*gNDO3Hw)hkuHOklr+0^GzPNGJdnXHx)YI>wJ7384UHI>vhq@>G1o6yT$* z2b6-|S&ssI9-0=Q0K9hy>YcNo&z*8LhzXw*z9bslk8g%_jNd~9Il4wV#_!{kf~M0) zfmY7x^l@m~KDK5$MqyegvLrsaZDjxAME02ik$oyZvh$CdE@a6~Z4+3q8N{eto+kp? zEOqudmqm2K$`t}7EjCfvH?wiNeSdoj$bt5~duo$OzYxaNt+={L1HNyZzs;;|@E>W& zkA&71Hy(?1qSTYgU}(-l0#-wFwn3Vj;4mY82IHPm(0lAL;_IO4lo=XKP!%If#N7ne z=EGR(1Z0&qTc^wWb5l?Zl=qp*Dt(<-taPEk?g%&L8rJiK8-vAe>DT>uryKKbB;jyl z-eZub@*AcBx3V5k3VLTf8gMr>ZC?YDm#)NQ8-Wfee2E+5$2Ws@`JzJCaAUq)Ahr+W z$M%szuywdG6j|cNw2kb4JCS{|KxCiDkL(|(4O!yGn82EDjOBU4jj`0pkyYBHl5XE$ zpMrLnegDV(9)7QA>%8A{@bPqNbI%;wGVCp8rRzYWlGxxyvK0At_UP8FvSXk+@ay0c@0VFsX(7#CLI!6}s*ZyWjI5zLy*K zn5OE=m%LpGv+wr^7f=ojA8W>Umv*&-ed(FmV-+*6%HYlf-c3>6 zInLW1M}+s$(8y=r^uXsetggnOeo(Ji)JrXQPhOUX&GXw~lN_TOcqX4YuXZ%@FkWki zaqSj|f>$d{UhTLx509^Jhe!PqhhkDMwOsAEJrA3=w8Lh|)s9blx$|CS_(VHA=DphS zEibh)#mL29PgE`f>ECM@lUvTKfUhZpX;j++deJwoo4kFx*%4 zgXr|~9Z|DyV7@Fgd<9osxPk)9^*4%Qh; zL7(WU14V8L{4+ES-)3ZvQKnl0Vg}e9#6O0doF|!x+s>0Lbpme*m=xT;uiWT-V+y9| zhKg9~t69~Vxh3#8yjvGow-6x1Lim5m7zU*2EdeanX;Iur;tpAbqfKtdP@v~1XLgJIR1can70ZEVXC6aE!Ym;yO1cEw=(V!|P5)5<&sYTLPyVp0nUY{ z?VJ2$c%4vyJwX8!z9hWPk8g(Xx)Fu05nfj-5Zh{gY&R8xtr=ctMV5ruwTRKSKiCdK>oT34=7XykWNcamGERpm)^cuKy02wr{%~_GKwp?ig7j z-FK(=@;oHr z@LrBI$WvCsG~jU714<#I1{?=X+t&c6_tFVEpztN$iyz+%*5zdiUBkMpD-hcY^J6@;PYNB)@KfFn*0nCpoEi%#qMb`%jJM?BLzN7nwJ9}HHgzGE^Lx~gz--) z=w0==i9dy=?N5@4%K>5?x-ZO;F}TD}G_ke$iIzG=Tn;eF(wO*wkAFPl9YTEoP}aod z0Q2q8@tL|DV6sAi2)Z1w@MNkgZdvq0@$9-BU;>;zm3=ZrlM_>!m!!NL@VX59xZ-jE z9`0of#lAEHRS}B4FI3ensh?|+>|ch(sI$ggq1b1DX!20(Gw~M-#b&=|C=`1?9vL)T zAM@n;-%XFfmR0ixUms_@F+37CN0R?xuSM`jT@S`>C$63OsA~nk8E(B31y;sco5k9B zd)%?`0BZ$Gbpw*w0s^eB^LED(XL$`Y${Jw(I###c0PFYWVe{SXu$c^^R*}HTXU+iY z&*owLQ|&OW#ZoJdwZde8^`m)se54&7^-yZXq+V(Xu>MsZHvhXFHbVle=bl36N9sO# z1Bz!s)7*xF5l_S8Kv*7k|^Z;va;rw-J zfVFiVn2rGJ&7ci*C5hgs2(VUMB?7E_p zMv^IL|s+;9|9=qyY#lJ}n*5#ptRlN*b@DOeV z5{<3Bi-&NZTpuGr+$`ZeCbeHT23hXSFmIC49@A;-`Rg<0v(FtJz7=uI#|}jFS{R5a z3OpBMjM?ke7;AUQr!fp%>=aJp8A;6(;`%4(RzAIo|`DP)xRGoWev5}%Ac7m|({>SKI~q?_>C zB;8UcCHCBGkuKQ>rC=8**)tq_{z|V@=`x`yz-0^q7yx?t0*kXLfHQjQ1|;E#-n!8s zPsKM(0p84dKq=^*^_cuyp=kjMz$5DsRFR=xC;;YBSNM|XEkC{)qPOl-=o-;mpDGaB zd-G%aKq1(g(OXtzN%U6R$o|lY?2ijX_WSvfePY^>CDB_ZuwXNYQMWu#L~mK@WRE>J z8>id%O(`G;+V?4rJ>UB@YIEHtO|##7KqHF-gT-$9ox#4WLIT`+8}{W;gEVC`%y#!M z?kRf~~{4P-Kbs(l)aH=0x_Z1tR<9{K!5!ZO9Vu z#RS&$UM$ZO-ixJ9j@WaPO1ga?N~ z*mILC4Y>}8JwMqyg!%xWtcloj^X<^_nTkC(S)o7##h$;cASj+)vF9eh=~LP46irS{ zWnPjp_Wa=tCln&~91r(0#-9HRKg_5>hHaTfb9f$FyRK?eE1Mum=!G>TW$Fa{x*#zU ziRrJ!Mk(i!S};L;!iKE0b82@7zLy*Kn5OE=`@CHVv+uV9Enj@0XA$%fXxhGgcPFM7 zh8`2s-y(YK;}qnVotfQ~(j$~}A(1$|K@#a#32_@j9h8xltNuRqC}2iRq0NdGAJ?%)TwGu^3t16l|9?xbU#ub8os-%yF4<$_ExYA z3aRS$NXEQ2u{wCD+f7TqpSL%T;OTv!k(Kgp7^j)8O#G{tz84Simh4w1zTtmYjw=(K1-JK< zG;jX8^vZ;F4w#NB6FUJ=)Imn)Qe2r(TqUkd`~jx-oL46BmHf)YU-1|IDX&b3ob<*# ztKFQC6C}(b|0f)b)SDBLyg316`^yay^uNB;D)-1+k?9qc72oy@--NGE_1vlN+)}+D zK=SV}0_f(!Cf~7gtvbO@)*Xmx$?4OoDa3XOMXb6rw&0f=6pJ)|`-S}C0$yWi4VPOb znx7snF0fK99X-3du&z;AKiuM1hGB=PJtDk^0OP*E?i5`C5J+I|c@2qV^mBp1&qss| zmkfSB92<2?Hx}H%ttR;S?4a(7_|G$-k!5Ebi}htwJKHEjNXxm6GHkrbSfB+Z-X3I~ zp%ipGMrR2U{M>-1;oB(8`ezD$7UGXz5Qrfs`{gF$w*7KToxtE{lY)DKmm4{!rC^G4 ztw_9mGOIc>!O!o3ck2S{76N2g2>-2&VL+P3eqymsiweIUJ>d*~z7I)onNK9%{**zU zvKqE=crWV#rI1nLAAqLqOMEi;SxEZ!An7r_MAA)oZIW)OlM?)Fwn&%kn^Uk0lJ>A)x8smXm=D!XCQKM!d6_G>)$ zem7{^zVw^%EkgEp1lf;~C9-b#l{#}BK0P)HmSGN z35XdrTc?Zp(J3f~TK`&kq&yIHv3Sah!2GX3%YJb@35aEAeJCo8j18BfQf)Bmht*z$ z&039mt!cIXDZ7Vn^@^1)6q?O{3+s78`mxw8{kqrVj2Zm^k`P`GzZ0Si(T5E3RDQ$k z{++A`l!D$_j|O}KnzpY2$(YfdamL)|v|T_46uu;8)Q@il>+%hSu3=psE)d(V<;V61 zg<$KLQz^0}X0&Z&|JRA^9|}bFxA~F%+q5A|Vn$71!DbMQpSv)kYSxKBJ}V~Bx8i$ z>I_sxgq}PGk~=|uu0_6Ld1R`NXmUm9-4BrR2)zgJ7mLtizh)>xuUkdPB~FfUH!&Km z4~~zNBbKpv`Q*gDdg@|qVYJE{sdu`Y4|@n#v)FLGA9+oNKV0wM!6sq zjrVlIEf4fPHPqVr$++j?8IKie)n6hRGj#9J@NsW9c5l{8sEcLzFb|cCS#RWA!Nxjq(zE{e_=Ed!>84|v?*~^_bTy4A^9`lCpz1hpJBYf{V#%ZSTy<5HX zy?BVXWDnoF+yAZ{;d`6~x0jT(aQ?b9e9t-$Oh@?MufQ174O{eQMfjfLDiOZ-ZD^M> zd=FpA!}op&qg2H|W%%Aw=Zvg{@X3i1rkzKjEp7*-hVUJr^WnLqf&3xi1{m+D#rj|{~L5@ih=+IRu}}RVKt>efQ!%eI+F)nJUM(2 z{JZ?(Ni;j+#^EAt)F~ZeaM-q*Ai&i@-4$_A-O$Lg)rrOKty< zChGBr?Ry^2IzuVwwvWy=Bna>&&@_DClg%NSf&hj1V-R2rIoSX;5w~rCTIvJ_0h$!t zZUU$TyUlrU3Z~i))IqH3%me|x8s4o7tXl|>VIlliGKK+Z8U%>NIxQLuq92Dlg8<)( zB*byJnF00f26@VAn8Z)A9#9GyCH{73+P=gmg8+r3V-R4BFOhT;UYn#_>ZAk#nk~{L z`?3`50wwz_6$IFH2ZM-+z-G>nz<{Oxx4mMf3yG!?-(;91Gy;pWX@oOCm+*1mAM?D7TP0)183=YP-#>f(}H-WV|HY5N+GjCU22E=FZ4e2F{b$2Ws@c}k&cSeL&Pi0z;9V>|cUBCvJ1GZb0k z&a{neCopce+xy~^f*i%AKr5%CxP01>CGLy~tm)2Jo+sQHOPw6?t|paq`~K+^IS#Y$ z|A=?pn&VwB@oKR?b7<4#%b2<*rb#T;Edq5Cv&6eLkOH42&3M-Ccx=a*##+@oS4eIBxStob26;+MZ7B>|7DDK-8lnQ z5$`HbJcHt0Wqg4;jm#DA`YV8x$GiR-f3bL1_G^aXU016xi~3maSff6eo|$rgGv?LO zGH=}LOZ@zV$3XJTJYB=r$JvPHarR|kr~FfGUClp_&a`wY^T)o7Rv}p39m#9~aj+}A-EoA&bwMNFs!NX&dk(AHZXE23^00Yq zJ8UKoz*N9y@|iOZc3mFEFKmZ#E#y^ktQ98XU|V^39BYS1J>pd{sh3*fU?=jhd38H% zhQz_%;pNU7_jy}8Jm!sq{TDC44#oc@<1|wo>_cAqUOdEGvd6*xyZ>D|;$S%oZl5n{ z;rw-J9ISO7n2tEuJpd@WMnykY#K9`A5^=D91BWhW94x+)$HC4!AAaGVG7ffM@64>l z!pg}K7P;Gqp-zp3Jz_13h1GJAv)I>YsNRUs7aSjGMUW{&gvi#%AY*x}-VhlwV6B+D zy>bMv84r6jHtLj)G5D8TO+4(npzey0zzd;~B_0-w zb(=xALc`)=$B-7^6t%>|HjFn>>lC&xT4SA|6m-xpse<9`uHyaXYmIvy!!4BlXXuvYJ$@_w=Ozj6BT59%``UiTXocFP9O>)dseV)R6J6Ug1Ip#+e2>aprVLz@A*!OS& z!!BTnXlegQi1BIm(@7{pOwr2}&_+zrx&kr2Fh9mag^lm?__q8Q-%|+2StNVgi!b&FHq4pC^D+hB=6PA_ ze0XbfQq*)}_9opc{8O=B;S|TnKkgNHheP#KCfNyx3X64*CwRvB6B6Ky9z!pmGDy<} zOW2a?JRWyV&u)%>0jY%F0pQ*(3TUcppj+A3yXDHRQmNrzjHZpGLjIBesei-szIKz8m0j!vK~+h88zTs zXgY<?Q(YEXQ zFM2p(q45LtGDNqph+37=vXKy4oRal6>a7y8e$*ND8q_&>MN}Uc7$0M0&EAqI*30^3 z8UKD>OaX2R43;;kCicg&^+0`W^HJwE#>+V(@?YUKR{n_m4RPD)&$0-CbG;CM4__qUeYMz6l!nPF3~b*tfB|8iVt=9-BOp;>8p4PsQndc{u%8JDkozOJnk>6+$3A ztD$)OW*#2D+7^#Buzd+0RbevN|A{<2KHd(GdRV^_O1;z)?Em*XZ2qMkHg~tqA`IKE zVa4~(W;Krf;)&z~B^XOyMqLiWIk#t)G&e9;{ChkDmx{&(dFw&yIk-7v2`3Av;3Vn6Hq1JY*R|LS5WgoWeDY%q**(-OOS zdE8ZZIk+2=kgFX@9SOcsszzbZ+ZBi5?qi+EBvB17eXm4`w`7;7tNicEAyJ%#oDxMw zi@SLK(GmuD@dO#Ieoa5$;q9Sgv~J8kTJQJL_l}l$OZL&a*Z-~@qs3V$-?+^-plk5Y z@V-|}b`39sjLG}Mzgd;6(=^P)hfj>)9b&0<-N98C`~20S9?WQpQB-@*j2`9|2&$Kq_hnw z7^ByT{*Y^o^Km>NUSH~O{I|m4ZJ{_+--<2x^+okkdVTSdb)%)$@IYzgvh%Lct}S*~ zq840Fgnc&cW@5B%q%_(;Sn91rHN9NiSnSY9U9xVlv>xs=$nH$_YdA^(?t7ujQ*@b8 zpoy0m6`I4x#tBfqym7ePC`W4$&^3Jop}uIaT&si4VfQYKd%u_^T{wiYaiyi%Rh7M!7U1ZWY63HC*%PkoD9c_rX0`cofygaJL%j z%U8<{Y;oNKj^pO>4ryzN`wS7RuHIJLAlTj7btwWn5=1njpEroQ7rJPQSHT-$1dtOJ z(AAX{TJ4SgZY&VpsPLN%0K}|{*7%XO*xgU{G-7{ji@7BZ3D;iW=XR0gR?`K^@AjJM(g@C9=k>|8)uBx? zm!)f(GVUhtZeK}Ea?-ftCn%ITswVGNcU5b%m68t6!!V4lYEvtl=s2s?D2yR`cJ6im^Ud<{e&I`%wP)qlDA7=Eag)CE>v8K{(N{E8|1 z4M~sQsuS`EObD6$QyGFc17o^0yCnpBBQ)bW)*BcGdh;5Kbz1Fc#(R;LQ#0Ogyoquh zrWx;HouL#mYQ{&Q=`?5tX4sA)Cz@d*Zqp1)okPwA3Cb!}N>)rt=^Aov3buh7vOinp zcCjn@@l2r>z4+9s1>W=4$GoznOM<2WKVcn9XaE+wH9)_H;LJVne@KE0zPO#Q2H?*I zc`CGFV*dx$14=>ftY<>l_TnPMKAC$!Oaz#QIL4QVy9uvN+%0uj?g3Lw6sl&6bg}+n z3U+~FJ;k@o4uj#+h0;Cdnt-o_Mi%D>i*;Jm#Amn%auO2Y;%(dmImIAN*$flz6BzfD zLPp^}2b#8T)6IJzLbP`W(TvS<+k%D5Nn9s~Dv)6jXN*4-E z`mbU=PndTsc1yo*-krD1-i{=Mc{gvFz0)91+&xOUBkM3u0U)*ogdq;6oRe8x=>`vEwi?f{SPOyj}?gQPx2%C zKhuURxn*Vo3pRt;b<6X_Ei+4<9JkC&D(Uw9iWIa1?R&o&3=wsmDfXr>65Bg6YtneF z0{NCUN3es}sBD6b-{wH00!LFKT~f-9cJ;g3ev&0*PS{spEZwq8s3mtBN^Mr?ghm#h z2#ejb!ct7NGgxYsAk$83GaLh~?~$n366`z|iShYiJ6TWL$UMS$7v)=@BIb{6?#9^&3P!^tb8%N&87iq_;c?D@u0qc(X>^=lB4 zQ#Ch)78+>iS#`uzu_sIw3Uo46_(2cbg?p*O+_DRIQD(@u1ISrYB`4+=?mgGLaQL3PMrⓈjn_=w zTNyeD2N;VBGj;bMF}JDvi199Jse(-1hgfeY0lniMQ}=0TIvu8NDVRD1Ix%&A(8EmK zw-n|UQ}>p%nK}YFF?A;5rm3?$PnbGOoz>y$uhiJ2mu}&1NEv}Z z3wNGw;riRKa4aWfW&;<;UJ?VR$3-vdrAEoE=bC|A2#qYh92OU5;0{7!ZUeX6co*e6 z$iN-IdP50hG;oJO)9Em9onYV;=)}PJK@T%<-+ z7&sGg)4*AtCk&jW&Z-Osj%vTMZzj2P`?f>M00i2%4d(JyhW=}&j_ugV#Vp((=0OYb zkBj;G7EjmAU@XWB40nOqha=KGJXe@`?CiNKC_pE?vaVYP%`9HcFirS=cQgj*IfzChZ54(7#zAzF*Cc@AnJAH+4d%I1?YrFUMg%)bG5I|Gq%Tf0G~bXJ!=gLPUG_ zQfxRZqP+y47GydW0j-=idKom;Y;;c35h&WkhcZRm^r0-z6F!us&WaQtiaHQ#$~Q@+ zyHM2>DGzg@{*kPgU;0@Q^^dpM70G&|vL0?NkI36VqovK!aA^a4ClszjVCX?q-%xIB zY*bpUa;>N1loq?LHPWm{WA$dU(mw)MhlWdbT5yH3QErVlYURNd9dNZAKeaUodv)Do zBc%aHFgYgblc%n8*dI!I&i87y!(lv|sc*tz#A4k-P=_%~vfe6E;I50Atarp9?)DJV zm&(J8e@a2`s%NRZ0h+dNeiF%gMf}MAV8>%{Nm!PNEr6deDwaA$Bu4KI?!0A)jnJJo_n995)WwPGGGF+Ds z$$IgMX~tx|`?9L(cVg$AU8*!yJ_h-xvf1Ac5*~3E_Pf|9R(}t~tGB?t;;YTDK@`3_q2plGf5|wo8Et$*Ce05+i#W4GM_(U@zE9n~=LK4f z<-&eS!acERcGY|@@YWLrjjzUmNsL;??fUvq7E~AJuvDFDP?r_dfmuBsp1hjRzCHW| z8zet^LhVtTg4Evo_NvIyEpO8gcbZv#%$#sIkRnI7OuVC%JDH=qIu8(@*luXN#y*=# z!#%4Hg7C5$JV*DrP?zWEX1``ANB6-z0g<^qYtPTUH%qQ0GT@j^^5*9Ln1cf_bt^Cs z+(^d_dACa=BlV4tO?zYSSh+DeF4A(JSQ=?UUT*#nKGA7=X!0zN^8Jari^#-1>eW4e zChkhycH(U-hwG!|m5uRQt=w3-vEF#ONO;B5UiGx-rZVRnkmOqCCnWIUZ>EWe0v@=%9uiO z4=;T$hT<(Gh2&f|OUmAfzf^Ay^uH}f5=qX4+b#1N7BP_4$=o%NMrGMmF_7j{)%9b% zU3Zwx7i1sE)4lY)11a7TGLRSf-67pBLf{zA_hui?`@HnM!ztd9eK^19 ze^-v-H-xDl9|K>5J6EP*m+Qsp1$iev&+%sW^Tr;dE*6?XNqR#zTJ5A;Ld zlJxF~v9!lq^y(k5Jw)^fE>Nkgxjkzw2#%JkgB%aC_zF;$XgrdrwnbT za6Kv%*Xj$g1y7@_xfI z0L;^XsVPcyEc%Oyj#YoPA?qcHj?d#6g^lajJ&=wQPRZea<&uJe{d`fm6` z31lTI^;Sh5Zz-F(+s86`#gxnF4z&MMoBj62Ao&p|es94>opPTM*Y#UV_S=sHbypnn zeFz#^F34iBKAF*=l(0a=2ay&JPq75ZeaUzeRr0XQ9QU)%Pzrj01od%9_S=V{X?TPR z^IbA!zZEumXORCGauTXyB5phNwA2aAerr-lGh9onccoy8o}$Qp`#x6HpZ)ek*gQ_A zzBN*VoR>%yWVmedfShCq^6XL1DpPTGiwJf{sKzs_J1`D3{Vf(3r5d{6+hvfq`Bun!y%oahe$uZuc(QOV2l=udM z`9|o+vUEvTUWeH}U3s4_R(Yp5gXv%ps6tEom|!Qg6pP(jnjy#FCM3XB)5tOS3WGE? zCShv1fpJeM=+fg+%hy8F_SMqNF(~G#-9Q;*WQj7Gz}l42QYRpTso6SR%r8zsF>sEW znGB})dc{f?3T=-1DC>Db`mxw8{h97V{Tq_t@}Ia5^;LsBmESN8_%iDOrJ#4#qXCaX z)AltWc^^vXz+%t=g)g~p=EpaKb@`P-*RU?XDG=Ky^JDu|A=o;s3q_XPfNC4rU4~-0 zHIQ9|PYSw)dH6hzIK2s5Ou? zSmz+%V|=vMj@p?aBUJ6orwYOMc%@mFMNRE)WgsTh4vX7UyZexWUF|+)5T{BLrgrx- z{wW2$s~)v`0Gdvn+F?@17+j)uCbl-Uv(z~~o7!cSKP5NjyV5o9<`mEaHSgJ$@azv> z`PQXVQ^emgOcRQT#co9mOxCg8`dBAzIlVjZaVGaOHCe|zAeGbm+zpy)YMCurhq=w| z%jqrV#eG0Q73gH~Ks@m*I4zV3_$Ryih1RlgjEosqS?kZ&ju@Nm!_=*mQ2+obwXPqN-n0(!?iOPi;l>2&x|5tuv$ zI`N_Wpl9--b{USLPWVuZ@L48bHQk3=2()rKtDVqP1G;D*%7L#yy*(f5xe8s24|PO= z_#T!Y-?fF{o9aVRoQV(Rm*X%W>ZM-DFDel73-Uu=o>9mP5$!9yIKQ$$oG;6d^EESp zGx4EJ(KdZ3%kzW}WvP=l;h9M)-G%yA$_yE{5A~0PXIpc^v(I_8TKAi@O}9@o^-Va8 zSgbo2)M3nW==3e5VBh`zjzOF{c)Ev}?zue7_@@-~u6kU=pFq?0Jr~!Z(|%ybV{pmB z%)}PJPZ$+TogxyRnPh1;n}CF8fAtQbJ^(0dBH@|&cIfy_B|I}(p+E#BJlm;4RmClf zekh(@3C~P`)2FigQZzX+m3c|ZglF%`5M3!UAK|TnjG2%AiB(Ncc((o7Wz1+9u?$<~2DLUwjKoEVqp?xSMF{PZ(K7Lsoapk%p85S^eocs4`!EmxLS%{CeaoWiW!_$f znf~*ER?bE1AT({?^rtSW4uLt~Y|&$OfnzoxuZ1_uXEG}m#XZvw!R1Jv!=2b6xKg}Y zlBbp_4D43`t(;(A4Ncnz+j+{80C`)o3**N)Otx=RU|VGS_5$I)B|qFBDg^Fu+1{3H z8WaipgI?IbR3Pm4=ZF2_8G@Yz5Splar%09=@XVAR5F!sSjMyz#ncEufTSptqBO{O7Cwjrz@9@8_!g6*)qv+V^ED;+Cj`~GY zh>tcS?og$pP5tt@eSK%CT${7b(i-k&H1vy!Sdf@+gMMyCC}(7>w9c4(Q53cZ6ku>* zh!hs{MTth_z=9AtG+cT#E>gQ9Bu(pzDA9-ob%xHylkignn4W{p>MT)vsM=lp5uzS!TIEFu_t!bY=~l0Z3dfu01s2gB-D2 zf;S`}vAI@1g2}xUwIIiN4{B#dHQUqqR+-$wQ$ty)?*u{qXb01QM^XUPm9Y92sO(I0 zo>ao`LiJQ7{5oTR+MPLww(L9qLv{0ipn#vuj+?pKCKvgWgaFz~o zC;SYEr0g;gk=!5hHxfzNWil`2G+2_dGZpkEWycykDf@{phhJZs4gX=kW+*B9N}kZH zg;~BwAeRy(>TW@XES6N>o|%1_o|)a+E^m7FGkv_UG}>SQTBQ{c|4>6OTx@G5Q?}#h zkdDIXVL3PO!`DljGBJ;{E-i!nQ>lC}jESxyRFD0s(=UqKPJin3{!+6t(96@PdqA8N z*~xE<5n1Z3&G%Qmbrg2Bxc}iv)D?EsQ6ys~Q9m?%^u^$RGVbbZputC8Wn@-mkUAWn ztM0tk+Z{*7$*Z7|&uP|E5MR#fYPrqlGU+y1)Jx&Ol-E&g-kgWcx3|OQ_L}yY%qE{L zo*-q4@sH}kWq-OuC zmpgB2)jzkxW8PG=yN&qf0Ego542?3TS>Mk~-;0NMOZHT=tNicEk!qH+;P#l37S3On zrkb_R1G!VpM%Glb+FYr!%#MMi(U2MRZAF$@#Z@B9?D^0xXO>xfCC@T@35-$||CCu~ zJ3X_qmTFc`m9SZIA+$!vB{kLT{%d)vSvUw69v^&aGWPf)bRptAvzh8Di$3TTHsi!% zW|GWmV=ulg6T_f8zRXVoR7;{qB+2ZubMaupi5~1g@L3TOXr+)eM?hd*xi%Q{BN5-?`HU6e-BYdznDJH{&t%5i^hmFcvr3K9Xc=aZ z*zD;=O6WcnB6L-8O7jV9)G615=wWRw32(m>)LpR;`Y<%IB)r99eOH2pONE8<`~qn? z!_$jMj|0Dl4MuayUr@->ot*9DiJZ`FGm- z$eJ^aY;XxVBV`Jg4PI%}Wkpkr27?9$hUR+4;%th+x^GjAYmtOd3|2`~j0uB073(m? zxSI8VQqVi=nF`(tO$$&A-n*n?>#csQv!R{P{1h`cz{+^oOp{pbo+h*8 zsn{L4;j^Tf9DRwG(XdH!5zz8QM0qC3Wze+!NivbALd=o-!WCman zOHu}de>ua6h6o17!@!Ke;2+CCRRn{}^Ut7Qa2al+&L)$=;NqNYXuQUPsVB?2)>R+G z!0$JKX!2n2H{&lB49;$)t@l@rnC^B0 zx2-e7cokeQ}U^}li^X@3ZUvIk&GF&jZWE$$TOgfyDlvRTE%0l z;8#_ah|&J0mw891=2xMS&m++z7{AQw>I_0}IHnqdaTzd(zZJSq5TD<%{1#P5c7Ipc}(l{}t!GYnc4|CI5>3(1_I zMG#A~4XW}UsE;ek)Cl53WCXF8nN)BjOVYv4&Se%6DZfE&l%&7XD}AQI!>8=G@QE5= zzFc$(U`~eHbrl$IHyMJRjJJC;HtLkKIhf8u;_Z$HKOp&CZN8O5LoJ*lWevRWcm^L1 z>b;0S`XDs29LQm@d#@!d{O$py#dlpSnY6xWyot_nVH+=BV4a~9bd90biG<&M6Pku^ zyfCYiDg5p_>?RLfk0B>JFec)*9T-cUL-CwCP^^@(F$ub-9rP}a0bRZ`1!6S$BE7+T zSyg{DUJv+=QPo z9GCGDuNdj(P!syonZP839*f;VpW)=Rj0A+VLrkG2?duKFR5x{LPY=5uVBAv*dPhCt zeknB7#69CDElhbgPfmrP&j&$|ktKp|0&5d=OPzqY46}8*n4g-0VxVcCnYfJGy<(*c zg(m&Cu%0KRAB)}6pD8Zm6G(!~e=A1HK6N(KfPwb0WJV02*2L3b5EcO=gM9I0q^4S<;NlIL{#7j=6aWKVUCQ!CHBO`*5)T#>J$-|VUnfc2mx^!S9pg|9{`j!5tm`U9XdW! zaTz8n6o{a>jDIQ!ilDfRE!1SG6}bs;`c!sgiY6zfGA~IPmvMWBb-swpz)j;v*!@9bB<_`e9vh|Xb8C4a;;mX_rJdW?-^cfI;~vvgUHPH6D`D>B z_kdQ;U9X=()AsGV`$G!C(C-F@{@bF*K2AY?*>3B@DLq0t7ZQoXTd+jN8T#e$$qfE# z_;zU0x!*mxBCA3Y7ht38lDGtS_blo9#z@3y zT@GeL_p1DjM8ZyapsCQ!6{B?`^oYl3orJ$wj28Qq9;0>RtZm>pAO5+f`gI8Rx&|fr z64sBU!#l`$v*8|@p^&G%9p3kf$*$pL@I|8i;ok$`--F=abWZ*ud?`k zWR9GheE_RIxKwTYAzJI=wi7qaP>2?QTY;1}Wf%weHbteiIgSRvNG%CH4~ z`ccMerr4qfy!5@XMdB?awrDOh5VAAkFV&kz{BO$koIV$)}c4Q9w zL-pgA-hMdb{O8$6<6Nsh{qvNLQ{j?_-0=CynVxte2CI1?eG;;&0%zO05W zcg)xGd@)~cW3NKLE``COyC>-GiO?^_Ya;aP0%(^r^b23fL%$A(v8&>rGW2Wvc%sq5 zzT|uW9{5Y4F3!HGVPA)FhZmFEp#u=LHr6q;7vdA(iwp2w2L2v472*e)a5Cf}3b0#| ztF2P6HC}<#eI)d-Fbr&qcLo6YBSf!Y7x7r>0#1ybQ^p%<!~ycM(WLSUvD%7U**DTEH}*x=MXBk=JP z_J@cffic?C`DV>DoMMbb_2)aNPd32)B%McTUpiEwM(HI6CF=F*V>&UX1_|aSCv-a1 zKf!w^jvsEd#+qwZuB?rZj&1I#H`Zei{>o;n1o!$@Hp)ZgMj1d@xxNfh`?yUlDhe2T zhFhZ}EF|M+Kn+F&dslr5exC*_1%Tx6JTPm0OrZ5)J-T;0IUo`!bFLrC3=tX_u~&%i zWX#WH;~c^bmx!1fV~*R@7B}PzR3FfN~!&v@|kosM2V*g#8VT1p8=E$3!I9-O$K#-hsvX;*D;OWsd~=BGTatq1iMN z?90X*sG-m|#Zn`|9$8x80>vnkgAWsAFinYrR7;&*&V{Lf3W}Oj&H8CNxU~9#6!g#tiD<|7v#S1R z$1b)Cqf*WN2@DAysE@+bg)^B|x>FW(+m2JIbPqW)EhPMJjA_7@rdh+{A|!k<@?@3p zJ-ploN%(F+%C~l=ekqag{h;X-OZavm;W5fY!cCBE5^kxpCrY?oXq2Rz?b0RvFU3lF zH~L*smrAmEc6kKcHAqqbeoMJg8G!T!vBzc=ckh|8EyB1$Mm2|&~-qTxTn4FRa}|OxTn3ntcU5+9zZLnhjbt`ZC{rXaZh5_ zSO}`Lo9L*IK^Pr&D7#BaM{pE{;Nd71EO;4?!%r8Tkq4cb1nyL9lwII@@jHJ}Wr*i* z^6y4Q<72q8!2Pl2Sb2bFbBg`06&<)Ob|R#P0*?~vG&WY6>Pt9N{vKu6E(w8+Ny0^J zc>VASNkDjmB*AY3#qqq{l93}_y?3FuD|k*%Pt>dS0M|rC?AkF)Ay3M2Yp`2v>P@mO zbetW@hG9vbqO+aDY6?T@v zWk?8f1B?$3Hkia;EZBhkN)I-ek{E*}1C6phx?lm1E`aBG;|g{{+D*6~2q6WH{v3e= zcLPMa2S+u)A2@JV+;-yi(-$~UAH#jeWWSY> z_?MXd@VEfg_3CGkj2RcOARZI86|5is&%sB0gIGJSR)vsUg#Doy{g#(e$I0k7ppkD1 z)DLkVVs*6$fY~5SCX1>JGqk{S#o#aVF!=Le2Hi#kJ44Sitpk+%Jo6yqJTsQTl~e}R z0p{nRcXUaCrcxYWD&`Ugn0G+CoClcrN`8R3WF!2-Kji`DTr?BQ@t9_K0IaJNSuoh| zgIcKnsYjQ)9N#G82fIp<=rZ4AfhCFMi4u)YV8v};^aU6)hsTavk|_az_7WWcfTlLr z#GxTb$+g8wY!nYDD10GDCC8%yin{vi^^y1*Ju8AERCN7B8v7pM>Kzr8M#hHWlhVwQ zJSysklT`Z_oX^Ug9@Kxa-+T%*vYe=3u`YGtE2$Dvu&<;B4C2O=8T5UpUdBJApeqG6 zA!M(46q<&wq?l>Yj#CmVsY9@L{FE>TmuyOy*xEKFEOidYZRTJhQijAN>7ER@Az4~I zF$G&R$l|Q!cvjVa*0Ktu9=>r?Q{Q;1z=sYuVbVEGCvbHH{s?>p$EpFIN%R&39xSn3 z0Jwz$85i>ZPR4j*Uk;0PT2%fsT!j5+Bp|#ddd>dh25HJ>*gnEX826MyM(O_?G;Lq{ z&Fh*%_%WYEj4Tm;6Ih$@Tk5cHnx%=0l68|px~#t~1<8c0dr8WDxnna>6^mk=h|-pM zqY%Fh$gW^j3*DD{21x4i?iMKoLhQ>ujg3;~PHkUq#}oN-V=d1_irPWd>iL+mWniS# zY(mZ!zOsw`M02e|Xj!wmY>E}oc(D?b#aPE_F~U@FSD@uvE_f!Q2%5I9iYr18({sQG zoyBv}odh7hj(`BL4WI2(I*fuMWE%w~NVfgTB{qEaGGx}@NNkZvcU{SCt}T*tp!0l- z^;{<|YX)53!t2_~I{RXD*LB5x!BP0H|JuWXz2c-b?NSdwb#?Q`*0<2Of5E=GqL-im`m(F3_`n{yASwEzWeZb{DptY z-G})?yW{-_DG6Y*hoBzLVX6BM%Z@kpA9zMLwxVFm&v-u~Lro>yUli}RE4S{9@`MQdovKQuCnIhlY(5kSwPEY>ZqY0dkhPqX}D|041l)BV6L*hjkxhGh8S70$})kq zt+Fh20#{ik1+N3fe8yieIq)wogwKd#pV4Rh4y#(|dgwT>_!w4AYU(lAD7&T_%aSQx z54{wb^907>0BXT`-R!WDp^$-e5 zkZgN3t18w*avGB}vA>a64@vhy$!)In(A%L$d_D9I{KeKo?AJ`Lhx$|3LvThn?~K-D z3CFN|81KVtQ^s(wbg22A_^#nWSunxYL;YR()mh5er*S>> z0B}s*95iQQJ*1dRtcUJ`b~)EW_)5MWn)3?yg@2Ou5NLP29+Hv(Ci{a>50xu*JrsG? zL+StyJg4-EY6k59R^6&?_zmo|c1zjS;93j-&KF$(0H<~}v~LJj(#P5x8+A(62aTKA z)zINVeGsdmRnW+?8p2{-c7j(!CnEvtYUoshv@zoZow%OJxTh3!!KP+{tcK2ors0kq zQ-9BDXbe zo{@X-k!5i@^jd6`T~m!k$rP`KZb9Z!RztUWdmXkKx*2HsyaSKYd;prZuQa(=LqfZ7 zHS~4?h_55)N#j>3ZcOR0Cfg_|L9*@DEV&wz(^$}INIDNnZgZ`MehfY0tD&FZFSZ(D zzh-DPv}CZ{w6BFk04+SvyAs+7Y2zkx-T>M^0Yq-&;$IE@K5n~3M7=Q>&9%^MRw|}t z{H?sjd6)US{-NQ!$@eIH@mUA z`2%PV&%@xVU(M+fXn-p0X`ris2PF=9=`l2#?rnJ7<5LufA) zfcQEhXNU7rI*fuMWE%w~NVfgTC60^-K@D`7^*0hn#?oO|a+_5l8?o0w}>NS0iwB0f(t|~gqHuM z)^J~nI}v_ltN^Hf5y_ZaB`P#FcL?o|yzDtPNd6rf`OJjALGqmpb?N?twb#?Q|L_&y zm|AQ!XJY?BF_+kXxCh$h+<(AV^8JSeSHLg)Q|>>^=h~-sAfzOK$^Hn`L*+`{f!Oaw z<_?52hBix8CEW{wUAKDc?kJx+wu~TJp|O0AVh7QMDc_@bP6$@g&sv6!I;Hx9)>-x_ zG(T&q*ICaG>VsHkJr^2T_8G8Pm!05s*6B#Vy3RV&AZ^S#LC40YG43e^U9hRCAiE4N zg{I-o9Ww#iE`zzw>cr0RO@E24J;EuV+rQJN1!)Ap4n_lihp z7akkGO90~Q2%pyA(r`+LHQ7c%36gEEX31k?IgJG!8%qa5$!)F`(PPjfz9M=Yf3X!2 z`!$m*B7YDqx&ZluXj$u=L9~Abh}_1-zasi`+;)pu5!r%h1-RVau=SB1M7#Z!egJ%j z#|nUI2a=hB711&;dyW-RCp7Yz34KMhXNJ0TMP%*uG_Htt1dgf2Msp@sM2fk@is<(s zt~pmk_)5MaIs<>MJjXI_BgU-$Ddg#iaK8W?uE1;2OJ%q)&>;$ie-hu?I z>!C@5G+oVvxpr@2+*1m=U{gau)IANb zObTAFjje|^rXZ>Lj41XQeZ~P+wb1p@BZzS5dgvS2D7&Uk?|SGL$Xv>L=$GDJhbhg^ zftJrd@F>k6plSO`lY2cRvuY~ zgOb}^>!E{QDc3_?_=~NF*smE{4=ow2jQYc9E2DW&hjvEVH8>nv5!K2g<$)Y&R@MSY zZu8<_5giq`ow#iJ(yYKY(pu$akN7`8AbFE;HY*jgG5%Ig;#o1z;YUKMztuC5jJW{X zUK@&J0$O}%W_O*V3Lyb4`$Mrhd80v>cJ{zGghAv@swfNb&Oo~h<^-{Q($?GUK zugt^dD}vc{8=hnot#zPsui5rC($I3r!*BJ09ID*2XG53hRDyO^EYuW7iG|vc&@Sgf z4PVI@Y9GX3_@`W`%|+9o4z8rU!c4LTYN5ubF4OiusoY{o7J*c`)`XnTk;uAu;_;_I zQpwVQ$}*p+u9BIL3LfMH;r3|xoYpz>1_qG3Mzn30T)~e=b-orl7B>JsY~3ha)M{vK##k$x=JX;JCdzkkO1Xv=#Fn(6y zyUj%!0DgQkL?%}eL92Bc!6(ioei*jH`LW$l2)5>lxfR(JQIW`A??m=Z1tL3{slx_v(+1?_}=_mY%x;or$HYlzrcbf+@z zjQlH~U}}(PS?2nYx0RY&*~Io|ms{hFTGZM+R+ec$Ntpud$6mqJ-30_fL_z!j8>M)F zTD%g|RJ2HRs>oo<{(vvCnzH}%@*QT%{ugNFoF=w;RT0yK!<1pb_OC@hef+`5u&w4N zQ~H4;D1;72uwbFf@VT>t04?|Y;}EvzV5989#+<4bh{=(_ z?gfp6-~NcudAWj=>t25&5jrmy>1!Y5f2pU$6st?l>M5ajnO?o8XO4*I(YJF ztdMtWbQeY)7q9vEMlS=L+hCRBw+? zK$qyk4(C0wJ*qfLY>zgeUC!-Md?nu={TcqkKjrr5JZ^mATyRogVQOzdHPrgl{n6(n z_D7rU4bp6tl_EYVxR5giU2hw6GE8orTY#AX@P47do7yeXZC>rO%?3WwL4F3g>y*|B z48hj0MY=Sor(%<62{f{75@E4EqXm2ZE0KWJ^IvU{rUD!0`FAt!DFuBI7_&nyuXiU#>fLOFxrM*0&zdX$>@;!g&LCO}j)-xo1k|4*5u~cPPdg=8m(Gw$(E|SG-k{rh*cN z?^!@AC%%_J)AsRo%pFN|$^6kax*MG6ZYmJnR(^C}J+0`HIm86lYi8L#^Z_aTM1v)4 zEE=qWZES`UfxF?Yx~EK4Mt4Lt+xh`)l-;)Wt&PS?6&6PXp%&%!_W(d14`2RnW2j^i=9qhxH_)W1mish*Dj*Z}(h7P5c< z2g!n05@oQq+_I78(ceg%NytqyHQu?-B%XjC@iU2E;4gM2!G6uqnZyC*O=A$x15s`D zTJKnWW4U1u-Cn{EC=#{vo>m;5pwv~b!RJrvgPVI>5PMl~K%!(QXbg_7h!|f-tTsXH@ z@kIQ$V)p1f%&uvRS)o&6DAWf~=duU94-os#|5BWupNG@48K>1HvsAdq#H^#_JK&e1 zKj@`j-5*Gl%-MJ`6oRiU-qJ-!ieNIX*U4Z?t-wqoqdc((yV5 z!e4`~z(M-U-7`s2a{P7am29iZQPYau!dX#nI32NTMGb|?O_yd%<8)uGg@j5ujxCpFB&d2ncF*5Z@?`ln8>+#N3fme|ZFc%&XNmHcDfY*9dc0{R3LZxNo?VuKK1)#qH+~SDMk# zcx?dv(5O{X39AZbi2OD+DwFiiMAu$by8B36;t2S6_G)kM}8!-vbz%mR;=s&OXEEL>u!xir3$sz0v07R^Aq7V4mWY2ij#c%?Kb(Uq0UIzLRcMq4#|O%T z;1k1j+1BPr%-7=9tYy08(`fa(9h!$0FNmeEiT7&4_AX#o7i+huU>}8wyo2=-#)Ae$ zV6jfC9ToW~(sHWE$BZ{ouESL1!>luuLPiz&EHs@46@pM&sYYN|VCBI_KIvIp~PuUP3qp((>JS%(tJfW>ZQ$Z!g| z?dxL=Fd|sy;FE$b`E3KVd>eC~31TN`+P?Igr;uV=*d1g(MwZCD39L=#Ep>1?!Z#y& zH1lUxOqbs$Lgm*>Qie(#lYy!@x&i zJ_>iIH?b*=P9lpmKTFiIIaq`ELNR+tV#;U@dHWDHd-MaXocc2cP21O>7%VhNcamL! zJwS&p5q=)HX$< z4W*HBm7T=(SV`BNAxtvd-^;-CcShijoe9F-Z+*mFGP!jmarHM6=eBZ3SYey%-1ZUZ z5kI&67XD)Aw(Qpoo!cIyjeYM}qYiF(%YJgZr{(09*Ux))OV1_6yU}OYPH&s>@okP% z+b02HkLNJ_&f%M^AAG$IEXfmb+lgzofKywEw0S3u9%#r~d@is)Q=0p9+{5r2YYLs} zQ%J@$Y>)F?v#H9pI@wDf}x467|1vS`#OQil4+u;bYJ)=Sd;HlAjcw2WVFD zPkB_4*I z$N@M?3^_mSIZS^agh;80~ z0Mb)y^LC;rOzj!$pMwNP>{k2{8+FPx1Za36XRv3PONyxLobsjP<=Q~`B5?qz5){V9 z9b$!8a7WT4TQ}E}s}C{vB_Al?YSGo+WeN4Il47PZj#)p zjeQiy>sPZrCQcNwSf@qJTbNSahP1>1NiqWEcH>Qy>oAjc3+oJ}kkO=l2%5HU(o&Ub zH?U(d(2^aKJ(XPuaYPFi!VJfg&-D(RZuB(aI}{sb7e3ed zqcG;K$7*&yF@#Bm`|;2sWqjnZFm@&gcfa)!$CGm18gx7)1)q9%|!e3kONPM{mKb=fgw;xVUTs!S&dg8M?HV*eW1D1Ea z@@|XBfIK`X3nn1kD}jP2f*hS~W$L^ZhS_6%y+@?4kK1lxaGnOTKdkb0?wW*8?(o?j zDdX{uxP##*qzats+mVcULb{u6027C!^F=N5Oq7fe=6OzNeU4>kQX51T&>X45@8B+qB9;+6Y+ zHsgnyZh|gR7Yb)~aYCy&N}SMM1?_U4(Bdok3GEKo!Y}+&p3q7SB6CB0Kr59FyspZte|i4|=dmPg?W`Qm;K*3mXAkMVXOY-Rrfpye}-R58eAo~>cA_$ zWlW>Aoch$PJ=}D|%fK<2qoRvCBJt0Dt5&aGwQBW#D`?5;RYnO^(o0saGFxE@Z3Tau zt>AC^F7|RtnUNOn;%0St@jtLE0!yv|Aj=;F1uze9*~NAg5+H6HLwUvWfjiDz$Q{(JPZ>*h7$a z=NfL*wXg8G6Y5)4FEi+L)%&Yd^~G}RdfBOod7J@h80DYJF8&zD*u9zQT~2>LZaZ=F z^zBYS%y+8}$Dqv~0}hM^XHU!r$>dQBjiwTxM7aX$f8x%DFRc|&)hCgRxwPKd97r*a zD&}}L)Zk32HJ~b6Ji&e|X19H#Z&V#i>AwMMK8HqMN=nabXwPG`| zzWxrh%elVBSMv3BFMwRdKjr#*7lUCfQ<79Wn9jZnEix^xpC`WI2KkQ$DraquUd$~1 znPcTf376T4jFq6GumF!2+IgEREiU^-Pn(^%uim*8m|+-ze$g%Kc0gD9en7`rr3NJ9 zfm~GZ$s@kZ(~A^-uL!|U?gnhcMxD}5gR!yf284fG`3Mk>sB3LaORB-71vhC1#2ya( zEEz&(jpOpz{TqXNEW#Py42}3QoFvr1V%;;K%kagx&oNkPl^~x6eB=<$IeMUXw$=Du zNJp&3p^CN||Df>(_iB9p*ye708TAg)*4%?PDwkH@&-y?K5ch3fqdWwwHj%+;0sCvT zRH;o??}et?VtfvJ&&2jn11?mIR0b-o$!pm2jip9y@|x<`;Eh#gd$g^N4uydpiPgj& z@-X!nWfH+)f^3Umu+%x2B?!nSK}sJ?Lhd<-+mof$>r-IG5fFhtZ)8>dfj?9Hh4G&w z+D>0q7YF29NdIGu??f;U7VEUA^y`~YklDZ{_D>@LA@)#36Z^j!q^Z<~Z9@H-aZf4e z9i@{q+2flxLF9fe%Z@V{D)?r403q>sc_BuYNW2NGP2w$e0zRK(woVuGpQfM~DCRTs zh4CX`Javh63xy{Ahe0EY?Z;xB7M1=?pU*iBNpSg3d_L!NgFIz5Oao3~J)jgaYQP21 zRI~g!H6Z!<9H9gAK?fARWQ*I6ZwBj9SLhnaM=s5e?Txdxfw>L-fvpdISx!!`qxnI; ztPqeLW`;sczJt&<#5Xu0zA-<<31r`#AK6={4Ow!6U;+yUoEUh^^F$=GrB06T=$KT} z4gIPVv=fHjOHxK(UY%k35GN$Kx-hpub!&wTjKZELn2r{!n!X$&pA{Dtmy{_7@G-C8 zntX`p%b#MSlm(G?Jh~HICbJb9oj%rRN2FIa2P%+@uQ^s~G|RYeR~lL0(~BR8XbhDG z$~}~r&ChxY+2iw!`D)eizj!+yHsSmUX!*9FJTBMV>x!6gx`QyYEJr#(x_&PZ@%03R zk(~hkHl@cXv_ig7SPGW!41t|109V~zaeD*Es*vmD*eJVPuUw1UKx4t%K*8;l)E*Vm zEjChXphe1v%8|nE2aS~96pFLjelS}4NcbCxV9qUue`5;maC}JB_uaLH~%3J{w_2~$PL_d5<~@ti~N}Z z;e{CzfdOLExBJ}N-Raxi>7Se2h`@+X1NIYv3l0n*D5B0Iv+u3=c{6NgbBSjOD z(XN}u)FG|2=$$5D!=?OWx!SJR%K6#|zNFL2xA*!ktPz+ry}8y4g-(Ng8wL4nq<~Gd zsn^@1n^NSqxe1#hlZMKq_AioL@AvKAv;RCzQ~73@;UHhls@T+ix?3A`Gp$y8dClC@ z%KT7p|84%7lRKOQzA7IiFuKF(qJGgqz)`hWf~-5Ng3pfVDs^Jx^Z}qY) zDI{0;?WD?JobJ!k%<*4)nWOAR6qA%|4bH`Z587m62$|18r_^LV-<98-Z^cCCQN2qj zz$W`4c6=z!G>>A_jP>oCQ?2l=-@f6asNcTX|D~ z&1hv5;;G%d>oqs8bhvF)k165ay&VjpzRr;T%-y?UdI9(DZuCp(-lZX3_wEF?t3p3L z_wEtuG(COF51{r=I=tOXqZ{cO@ZQ}Ala?0_<6Tq{Uu7A(0I5tnZQP+&bT!1yL09u# zxe=`dqfA;!OnbqmFzJI`odGT@d`+|Nu6<7uH|N&^+iI-Hac(>oyW7-NFz!z>;6PI@zTGelfkHej|OWttumjZv7)Rp zf1yoCdn2fP39QS*1L6O5{ZmSKAW0+c0RAjnvkF1xH&u)&j<6@tHMtvri6_YeoZc$) zE<%IrB&IE5J2w|pCXs=C>n@cIYVMn)AH<`_!udfwSu+uvOl;571l`R%!rV)m>UXGd zs1r7ssqHz2j#Qia61w)jsc-EOo3ioEw9Sg)T;F7qXVlPU1;qj=B1fD@dh>Ag1FXa> zNOwn|oLG)~{O@EPgw6`PVHR7`Kyhfus{f=6>oo|Yu7`L_m1v;bj47_l0(hSrK zG_1PKMw7CbpyhEXx(uBRQk1G?`c|drMK)H<(~@%?cg;aYlrdsr!;@)bZaXkxQDVYj zZIUVrC1b*q7#>szGRiEH^)z(toe6(WXTk({G%z5ACir`+FrdD*CI&RLSxpQWpj<(H zdY5P>TpWS&giJVXe503AjI}$sJadhgJL?*_Uv`XSl%G39`Z3(z2GdqEl8MkuJL!+( z>d!4B|AyEXIAw=C71%6TNn0jNiI;N>q1aFLgE&+j&daG2lI?fr7t*+N7*}eSSVYMuF@&rq@xjc$Td|g&;51!T~=(*WNiGREu8>9uW9d-jeM2 zjUioL6WGU7S6h^{nW$5G`2D zIOPckS-mKiS2lB@GoFWQxN9&gVp+OGN6-h3X0B}!8xUYFD@gAu#)o3KuXw0B zMGnLafWF@Kbk%S%LklITw4}POa_xfCuu>-w_C+f#%alln;34Z@piU9N4$@T&|8op9 z6_pQ@WuyN)8rNk>AEsE!-&>cGj4l5cV5L0ZzK^cGvt@WTdTy3l2?qUJzGB-ak#?5gA^BeXj+gV!-ie3gdjV8}+ERt&FTcYJ$zMT#v5ur2Fm|cyXyk3u2HtP>#%PuD4QIray(5`ZMlwYt32;WwW`Qi3bv&{Bx^q&* z(ys?L_F(c|Jz8BV%sB1O{x>#E0E%e4pqcH4->Y_%>XBmnsB=wuT;a@gq>)>evhA7Hvb zV46}brs@6?(;QDT&9PplIp-98ie3#~AWo4CrZ=RS+TLEKwkCv+^$FYC9nlSaF7SSL zn#J9bcyZxJLNNK1k%dx6CCAL;d={3ZYUFfm@<3!Uqd*{X2K`b7BGZs=Ao5q}FZ$^P zA}{hJ{CYq3*pntu4o*Z%lFgB^#}|0{rD~acvzec!_rQF$n%V0#>#dBlr{FZ&8T!Us zK7#=>`8NJ&HJn0uyo|R*#-e_Na$jHxx_gGN!P6Pk^F`B6Sse30ag+f2PYdh^b4~X% zxzs--L6N7xzet^iyt4;Fyf4wpXR%WyGwg=(AbMvclg(yD#ExfJaGUW@#4?gI2Ixc_ zS-(uQa2`ze8af$*>8M)PW7L6sE*pA;A2II{FyPCoHjeW%J#`L%y?F(*oV~i2Aiow{9 z*&{`EG;reCZ>v_zjaIpJjw!739TJMsSW<1SjE&;R{Akqv3*pwe_AERzLKblUw z3q2Ib0huN&E5>6T$-42_@H}8VHnd?*L7Pw%2ch0OTvPJi_y3(qI_rVy1yH}jn%V=X zPi5zPX2XVzu;W1!aP7db2{)=pli_LzW?^nu?C-Xcn0C;6k4_|G(dNV$ z^A`Bl0Yu~bHa3|A__l)d?1=vsV;8yAhR*buR-5m-8y;y#jFIxW5@MJdCyus^B8=O&oZHDf&C%0& z?VY%t%v1ISR#Vx@7R-2dvW4^)vy-vE4v?MfO|3F6MB)l$Zdb8c9&hK0_0Cw;$ss2X zyi(=8PSKplVx4P2i|n1&w)RjYUcvs@V6lCQSV7PqIy@?+&{xs8PHqwCOba@`1VLatey9NmgP04&#H-<)tEI8Kq( zr?BOnfE|}*rpn27Ti%f0w|npYv*opsXB`QevMz08Bljej7~_N(eO#SBMoS@eHu>mC zZWw@h@f_Ax znqcsjtH?GGd={Ds*%i3WRI`wN z&^kM7c7I?Xh{)XOv%`KJ|^ z17fZV_#>BK@nJ>pw;<1Nr8{Nc@*r%{u#NDK^QSM9NKCZPMfdJGE44<*iMt6>B`#y2g+lJ3Ic4 zZMDL;?ie3M*|GVq{^~8u`zh9Qt$n-{d*)6f<(@5(_3Xf2F$XcUaBn&OZ?T?^bv+^b zvn&4o+-!w!-5)-RvOn|aeZpIg`$MedcKcW<_Qst;%Dq`Ez4ZjPh7KwBmB?F-R3n!3 zXVxW!Y|kU{x95LY;aj(dkD_eP9P?@Pw0)Em8{-b1a$^>?yf@Imw#=hP-j29G#Af`^ zx{Q#`crpHF{LBj9x*2>FWizb2@@xB8DYnF&LXs`9w^j3d8Q(Zld(wxr{9gPeeWUx5 zE^>OE1~p3cRY|UNF{OYj{Ydmn=}M;|U03@0yYUzO^jzt0h%^L9A93>D%i-od8ZgLc z66s_={X%BB+8``fa;}sNAHH0#Wv0sc%&rSBzj(`b->aUkv*50cSZ=s!N3*UoH~PVD z#R2L^_@aRN+4Znrm;`&Chy6V2G~}6ZNJ+j~iqLfvz$O2D(+G?ync-TIInDh%Uo4o7 z8^$R<-A1^u=NR%p;~M;l4AS|-Zf zwTmrAg&;GBDy|gQ`i$I(T@-y zde89V#dAMi6@g0<_B?;nJ6Kb@`*BpVq-Ta*S-Qn{0!Ue>e5R1t7jCG8qt7Q6k zTARGeD#;@3zs&HXLXc5uVYa_R*WQ`!QrAZ$A+QJh%Haf@S1G@fPXr3D>NH^DRYMzF zf;GK)G=qLB0{;ma^bKT+&J2%N>-o0NgLDve+N9LbQzIK%?b&latTIbDwMdNj8@8|j z<56`u}$L%dici8a<(r<#m44g)NkyTig7C!lNZtTEuOj*$9EnD(H@ zaGIvfNj`oRn%2>4qG>}L=Dyd-M4UT%k7%;~Re#C)z}$tu+)7Ncl$7XxE2EkK-BWcu zx@TdVCb}Od5S;E=BZ=-y8hDjOlhJ*Vtw4n!FV;f$O?2%8-Mgy`(mmya5cpL>8}0aw z5!!gGz^)eB*zF^3_oc_}-F?BW9@;oc^7yz*RLm-&jXh)b(NN4j)A$180X>q8e8oy_vV@bw`O9pf0dY>%;o>}oxS9JWzA)Fs%>X?Kea%TG z%I5%9N)=`~y7n&0L&OcG-taN25WS9AlLBLCb1c0;htiACWc04ll>RS$rSz-z9(u?j zihnUP+-f(G-aBATBHszVqn$x4TB%+ngHnfr(QpCCK~x$t%;HXv`$1~|zR;ioIh(n7 zoZk?dCP26@gs8UK1VZ3|tnqpk$s(w}-k^7b7NEce;ihADif0XO$ec)#ZYQ3V*~Z*B z87Gfi6A1L0%Uye=b92 z{b+)d`Kp+SHa?>A*dit=5|Lk#nkY{>HQb6q%pRt|Oe@(zB9aq5XdYsl&aMs;ZLs_q zEWCBBUYy3auZo=lpcS23tK6Q>Oy+?*FE_`a0+$v%2Gn_Xv4HnB`nNkxAeE0Mt%+v4 zyMzoKQ%-Y`c0vVKZs7~?*m``>zB-*Ll<;x;0+7y@Ha3l|Lj!GcgYM*Tw>ax$QMNN^ zlh16Uh|MNeKzoKyDc0IX$*DQEx%|{>1qYpL6;B~j^lT=F0#cN!Wl^VEVPq)^$~CFP z+X;ZH63;~wN!VYZfmYSoWK#5UHhUFy*>L5kAag6c3O2k|kheIme)+GM8R zJp#*yd=Gp3i0P^Hn0{|xFdb?7RdBAHTsp>0Cs(k|Rb?CqB$t@4{J_flAK!Ez$?6~9 zbbsGuK0tD*Zh;yi_tBS2Pq}X|vR{Gt|E2sFa$G0HXiezM2`;Pzpjm?o>THk7kMr4YiunfAYCy5*^!>?$orYVx#7rrB{s?zMt-U2<@7lJrHbXczcx@2^s)h)_7`wzseL&{R~zOfpsKhcvD$|9zNZ zDKA-PN34jLj8i0SZ=WeLM&5x{ z_o^b!&XSxGms6+Mlz7!9$guM=TRW4DX>RFmIt>_Xom!jhC1gS!hk27*dC6TwRU(u( z%W`GN*^UO?1Y1R?;na{gnF3?zQ1$LBV3di@B)~HZx?erInVP|Y1wvNnk0h{{ z^$9BrIQdJU^{rM3ZNYWdfj`6~=i-;tIp3#wt&PWwf=u*TTlErl1Y|JPh@-+g0!XeV zIs&YtS9l_n5sDCz{L%JKJQ0d_Aw!7yREbb#u%gOW=c2fa{$hzx*k1=I5z3qW`zicB zP25Z^V|sLZv*V;lY4RxcPNpDLl-pC9 z{F&dkd*A*~X~MTjR3PdC*-4(Wt}x^p;kgpIUd-M0rtQnasErt_@7vp5kliL@i*fUD}3u_@KMyw*yOEb z&L&CQf80Jwip_8bPq`V3d|fKA9rNgsw+8oz*o<#lml3iV&&1!17p?HEo54p>He()X zi~d^J53!biwU3ozOWY|W*%EtO^>V&ZZ%TbR|G1FL`CPjcxAULGv8y`W$>PTo-HSN| zZs&g-{Zih}rynlEeCFY%w2 z1b^No{*BaW$a`Udj(5;s;{Pv+mdURwUyM!$2Rv2FB-e{CCQqAIPSbRW-^Z^)(>i)hG;L@Tafx5=5lzw#JsI6!&Q_p8kQZyA`|HrP4|E^6#D6MD z4fm?Kz^@X)ZO3nnSkpZMyV|YVy?w;(RC?ULw=cNWV@-{iRW9-OjM@7_G5bItF?(-% z%zkpeVO9x&*AWYup~!N>^T4}=p-qZQ{5q6q`F>^uwiBu?`{fe<53JNCOE^i5d4Vl7 zAkL{eT%5-cH@_eNt}xfc&8r${RS+i=<*%^Ws}SUcT15G8(6x6_9wKh&62FgGh3Iv} zniLpAo4A+w^{&yB{_O}9CZzN?Gp~tyt;4P2!H3)~iM!Wym%EM|q zhH49+>Z`X}Wqd^oVDe^IXz9+wDUJ+I){EYkemAhM{29fG)q!}Ul}lwFlZ45;7y$*& zPO1(UCM%=_nnWn3dtrAH1Xr5Oqc)Pm_AU*$Dh!f|liS(+RS5D@EvM&4(6x7Q;x3Lb z`bjs5AJ^8GL!S7^Rpg0|Ta!F7v^gU!CrX&t!KzWU2;cU(R>amy{%j$sp0IAAya9w6 z@1l^_2@6L$8H%~zKhhyKB9?JPFi9dXG03pveiB8X;#qA~;k0N+#g|Q}_#G2j0xLSD zMIU8*fJd7tkFck>L98IXOJC>4FmmxLHsptl8DBlZn)db5*P$O#C9a)}_*I+NiS{B~ zr?YYC>nNJ6E8Gp2zK*djC7FC*16Veyu*mnd=-Rt{55M%q1wGxLKa8)~HdD|qi}+s= zu_B^#PLZ^|eWu75m%c9Li}5~<8jBJyrcUuGk$orFeyz)kEsE1r$ekTYCeQZc>iGLX zi%hg1b`iyIU>r?`Q^_A<@5FClcriBu=c#UBybmjKZ(zKi{$e*U*k1?e2FA%PmenjL zWi>N@d-h0v<08;J?G20b4I@*0FjDdr3Y|vTDdzC2+=g;bS^C&tIm9R7&8J>V`!(1H zfpmH6RaUcKow(2M+r4%FU7cXJ5L;RA9|QXJixR7Xi1k?8^hmJsXZ-~xzX&0aQ+brY z=ocZf$+nhFSpFVs@_6#ET2~Vi-uVD)Y*gI8iB$bOt-HI6nqHaHo zekr4FX-GHf_N~~V3jOq=ZdV7zqZDQ92`}iF_n;G<6_HW4$6n6NYOro?W8yiOA`~y) z_C|s`-e#pJ?M0tO#2##i5m0wNU&O4(zh0dLTVDL@mDFj-JEtJ;`x5`UflfHphau7m zwHi=ckWzumOLNX`>5L10yt$KTr99AY7dja{7gQ~4L2BGZ3`gB91ifc1|p)quYp&mn#@r2UA6)hLQL-bXLRkIJNfDesoWF5`IDks z1%8!?C_8@FN^X`L3P|XVJT!ROY-RIfg{()`K2`gO<5GGYPxS@IaVY!H9Xl+9 zjWbixxpcxe>0E|3A2^tl5ur@zGmX~oo{TsU66$x~;3|@DY7NULeqN1#=|sHNWIXdM z1+U~A4MdpW4`^Y74jrXUgsVVJ8!u0ED1HSIT$zgj1kan9-3Z))otOEgDWU_BCNTXr z{SSpuP{&}=X%(8~G4I5}>gvrdGBw+4=Xi8@Olr~nl<`J39{0X)i6@a{O%c1ynbd?m3c*)H5moZy1bFOaC zSJwp66~)hv^kf-0|54!F;EerAY?Mc5VSXt+&RWgk|tURXhTK`NyfXC@B`AY)-n7xZ@4w68%bS852e zBZ3F1Y^P2U_RZM{QmN6n?pb7ziw)~ilD!010W0MT+Fo>(&Z60pixiDm;w!ez6l}wS zBAkd75qoipr0wl9MaBqHd5AA2QIN_5)G0nCt|2>Um>P%kBlNitSbv^mnhf)wW$3gs z7RNj-ClTiD!ia~XoDZ=PTPRj|IEv?-64*@@j`AW_=gnS{nNu)}opZ1&-p%sThGgL~GUlOo6GYuFB%C{+5i2dezS z@7ulO;0aU_8=?oS9375oPcgAI5zIgDV|Ju{y7U=Ger54|=^ufx7D%hiB`|sb%W1=D zcU`3IlpK5_hC-?gdi{>Jt|%mkDi`$ZTapC6)?Wr2-VI=6;4)vIiC8>r0Qe1ebhnP_y)Z^bEvQmb6 z(2#DZ$8P$IetMxE$A$|QDdfXrcW}ecx#Wxt`S^Vv^1(ce_(nk^kFWI>aQR64l&tif zTWfSk-{1+7d^ZpgeuBti(A7bQ4%)*48?%=$X4V5r?nr_)FQDW$>NMn?8<4%f3jrmc zNwiY#w*C}483IbETBfzce!Zs%fYGn_6%Dke2qg+Ad6Laug&;G6D!G(^l5e7G^4CTt zkt_ivAE3p#0VO_W73YSISd(+Z&?Z4ZiQYT>i1A)kABn&sNqlaS`50?z4=8!bi|z2k zy^{o#u+S3hYRM~gMV=V)q0 z7L3A!O?+TT<5{leoA7qvdM<-FYq2K3C4xyBYw|0$3jsd_Rm-qcri~SAvg%=AR;|60*IO~#2Uf@@8IoR==I@aXP0_P@={26^j`|0V? zetuuj9?K(d-wD1yDPm2o7Kqk7^4Ine$5*At@pxZwtb625=+t6OW{I+I5C}I>_Dy}n z`t|9tersQ_en2VvqXN+yWk1|U96y*I$B*^}$8jiIjWy8;TlZNSo(FtfhBl9!m-(I0 zQ^d=ozKCe8@IRQ65w2SYv_dOL&r$ba45-{VPcLCHjq_dBw6Bi3UsxGOe#sz2a7W$G zsZ+#z<7_zU7Jl4U+YFAnL3-LJ#ce)drBvKjqigSqTX+BiKj#LaARNk9Y@4a~_VYUS zETWy~sH5%eGeyR5)cu}y`$8!34C)l063-_`9etZKhTV(au(pNYi|Pj`A-66~vUukH zyBIxU?k6EB(SC-BxVx4gc?kP&2aB2Je!#tuN;2Pt^>#aPKcHu^6q}dI57@!dTtDCx z{q^)*6zs19>+)kQ(t7vSxbW*^m643=*Qrs6VhTsyZNQhjYw8JT zchr5r@7vwC{~UDr`?#~(S`Fe2uAJ4pdX1Fxa9pIRD&2#*hV7UkU zMI^s9E)Y<;pTOu&w-x#ZxgkuFyJ{|4=>8m0cSM){EhhW8b+RG;w8zlNCL&~i+NW7t zX@Zh_Pk5Z9%An8h8)@eFH@(bJ{^XgMq+DzG5ZXVbndXlYPcvK!23=l8a!T#;TBqG^ z_V}c=QRN$P(fL8FPBlf5vd6t&VsZiR*Za^frT2@5biH3IAHiSr)AN2UaAn+jI%7%& z91tFhLF3tnb|keT9bLyujxGkzw~~%k5Yp{`8Yr@z;K4PRXt>1G6cl#D`QQ?cK;LS< z1fx5uukRHjNs#5eSFEQ_{(eJt8T?Vwdj(IaPyUy18}N9wo^PA(zFk0r@w0(7lJ0K2 z%{u#JHsJFB%O-_Y##5X(m!WI&R|&>YlJh3`<$<-dyyGsJ2Z|WwE49tgdxbbFVkIOr z_)9JAWK5OwQuiQ!HV) zbar=usfaU9=?yz(NT7HX`O-R6tY;c@32%O-xvn58jbIxOwe4MZeyiST7VrVSk?v{; z!WxAZ;0g&~xt+KorFsfgk-4>GI2~c@MEz%U=E|~#Lq$gv(v2N*HUPMxv_jTO4Qc*&gZQndkhp>P$I6-=W>XQoic{9O$le_LPA&<22Pmd#1bG#k2%vfI*q*4rxy`5S70Kop+bHaK#+F z-p8sBw9efXvxs{|BP@lG_;U0Ti8COY{E2N*Bn_n}U0rh8ZuH{hE^0nBn% z!-$)NzX?2%Gm*t7 z)&QF=!D5g-xW@Pl&zACLx$$xpivw35L4RS8mV@XU@S;;AXhm%K;%0ug{}Uv-lK2ah zQ=0%GR^hL0&%FJRmtGs_E^9cA9MIx`FX02mFiWUrERWd}dvuR1wcCx>SsOQ^x|MBA zw@bLUR&P#hoar7;E!h;%GS_w{u|aKY$U@X_Si9+TV02k?yr6-n8Ug-f4?N{ICZgTx zG_z%=JVUIbK-FRFxBD|k>7Y4shYF=U=7X(wISzPcNJQ_Q zod$+jhS{~tZR~(632p)X)C=X>IHD;%Y;}0!GmpCjs7FrPS8)lNbusfHv;^81AlV70Qk2 zY`xJ29qo0pljR!w17L?MKV5=DZQW87kE3w9EAq`f<*BnapRwtT?55M+eA=7Ps#0AJ zecyX@+U8BCXE&X3=9}I^k3Pg64b~djatljuIaK+FZM5$&1*cqOGg?5?asM8!bm<_y zg^DN9yYg35e1nQ-sQ4}w&r|XKDHQKT(djOt{&X*hom&jTEv)xG)^i{0wU71K*D0NV zvyBZhH+cc9!tuI(9sIkoaQx|W8z<^5*t zVAc$r^Gn>9ozk@>r?QreTc=R*Jt}@kMP(j}Iu*a7;&m!+9YAp#6-UoUaXb|aw_hM+ zGTeTJ{$jX&mi~H;ieFRlzzP%}qvEQSD0WbhS%qRP70(@p;sq*7t5MXb_ze|v4@dDJ z6(6T!8O(&0!>D+XiXTz&$)iwwhKieyMzN2IoyVZqMa7lJqPUid*N0HdI}XL$skn@a zyQsLAiXTz&6Dm$U9>pdqrl@!q6;Dy|G!;uSC{|LjrgyP#kYo0e20n`)}#0#6)&BF;-9H_Yy`#UsrWS& zhipKxg^Ek4xSfi-srWt>FH!NijVQiA#TA=TTua4MRD6w!k<(CYrlRyl6q8gue>#fq zQ8DpW6jdr#Ux?x;DsmU0C{po%E=BQ6DxUiT6yK%dx7$(7eFutNe}rO+isBfGG8I?s zL~#uj57kjTLdBIW6xUKg99X%5iifHA6cxoiD9TiPY8u6(RQ!A|idU(4^m-J3LB*@@ zM)99ioN*(HQ7W2$jAAzx|9LZt-%#=6_o4VH6*t|2;(b*7?^{v4K*jF=hT?iEGIyX@ zOU02hD2Aw@j~!R&W5^Xsz*eCIZ54{oWg+qvvQ<>bmeJ`hmCqk0mX;Q9X`4w@NKChe z6b-MPD|zJ_IvZIn&a26>deuMDSmkQ1(r>*;fw;&Um33OBz=zJ*Y?G3DxDJayfvOHQ zs8Gk34M^WxEM+&D=`Of{*WZa_;J?mXjsqPY52yw>7+N^O+yQ-UNU2`zSF=-Sak*Bg Xc8YZBO+co1ahV+o8`o`I>6HC{0>C=A literal 459344 zcmeEv37lP3eLo?|B$*IG2nFf&sD*k{;krgt#xawt+lrOe}8AWXSw&DyS$ks zVEO3ezI)H|+t2Tu^E>nwQk2jj*etWjNbi7%ap7a}? z*;mYN{H580vxD7bt@6HhbGlXWXS+wCM5S7*kGK5B?47gSW2tzjR&S4p`b*k=rBiD* z!s^w<)xPSIJ7)*0%esp@wNBmFK6MvQOtfp0vs3`z7v1Xbr;g?8U!CO;^i7q~UuU+u zs=KTd0$5$x?GteA>Mp9+8vg9A>9KORzuf7xYGczK;6v~)tc|w`)+LpCx!uM~JTGpP zC;8LT@#!h`W2{`cyX8+%nd$D5PI(V~nys#^uBjeVJ*~R1y0*JzbG13?Z*EOD8h&f@ zzGmz0%?t_g7vQxwm#1p{=SZs!u-Dyi^z>NusP5ugW8B}b;m=7^Jsn_H&j1O|#Q)F6 z|2N?O8wq4!-KsG_2fK@=%C**Pcg19Le7f#m;&IY-kKw=>VdTng;)J&(^Y@9c;b?fGKt>X_*fhOfWep?_|D%BdbPN_69HM5=S0Kmo` zuQ?&$sjdSPz{_ReS$R*ZJXO{3?e1bwdbPG!_S(&f&OR{KL#M5BYsQ;sw!DdQyW>G5 zrt4)ABi63pn#5zR;@vY{Zgi$6y-KZBnXYx(BV2F>=Db-Uc%a};&h=dkt#Tr#h~Sr3 z*H$kBuNO$dgAOBHhollD);Brb*9J+UDBYo_HmAqx{x#)Fr`f9A>yKYso~+e7AV#_2 z4KjK5Y7I{LjkDb|7s(Ta^9bZcA8Wf^4-7<7|zoWmw zX2UOyHOFU49lz0TwuZd%T6s^Y(wwe0C&x;YaIm^|rr}aeokCuVlcL8x7HbhCz4R9haWjfmzw^ZD91; zaM_S|sYIsKhH(4ay|9S4;j+u1d(2)9bQiN4vq~E7)};X*hg9JW>HRM7q;TR%wJ@!> zV9HZ>!M@qDuKpxcZ3xrd(_?Mj^fNf?}YVGxBscsE*ePOk}FozbPs)Vo& zvq2JCng~U-qF`WMx#K>C9fvdW>+s73`azg%8?08u+ zI|jSUA@0MVC~LL5f;wRW!G8NXr>ZZmK139MiK2M58-lltfoH?E#)%pYhyz_`8HL50 zTv#k6EI0~F36Nyy-w+G^@eF#h=97NMZ`ErU(KHg@F^?J^Dmd4(5C*;fl~(_p*GF-7 zk-;k2gpaQ=(2cxT1pa6;fx8PDQLX(jDEWT)B8gfn1?Igd_-@GX`{X#$T@^8q9HWn< zmKcbut8n<6WE`rWj@TW-;I9f|5V7YG3=&EJgXkB9!H;rd@V#Of9HS3ELI@T8m&&gk ztpRw%Vzg3rK3ED5J1@AwB2;1qZ57iw65i&N-zsD9*F}E84%suFLh=MBJG<;IXh!5T z7@#U^WWUS0eYFPjqc#0rh!I$J$DUP(8{HkkU`~{$>z&fxa(&u2JMXS;PftxXTb)vS zvfS$2Gua*aZ}%QQj6 zgcgQjw%bqRdUGtme0$b#M!J0*#&8-f{n%<>cj?4*z0L+ifYD#-G%G~cPJ1?ZCH4L0 z7XT*qR+J$kS1_+(&I~{sC7Y)CT(Ep_>~)7gP8qHUCH<5u%b0a<_qJog$o!}6qa5r} zp^^jLC8CIC&E9Bh`RjGE>SR-YiC zQi*q2{hDJqX5p;!?$J{-a|J@O27(W65YV#GSF9Wo^g}F;{+#})1_EqO@Ka1 zfUfO6S?34f0ZEc;21PQCxqI+Aq6C}12d|??F6l~+uixoit7bkl@9tE6k56BQ)%=H+ zF(zr+SG% zx2Gpd2d3^B!c%R}Wci@C`|k48RGHo#^vZYb9xw0N)Y%7xvm5-Fn7>xa zz+zJdl%-m{uj*rsPKfZ9pb+0`$iN%~2mehG2PS!!JIQ6T(G-qtkk{H^n zAxLyfv(kc1ir*3etk&E%t2xuh(ihgqL)k*5*8~IuJkNpdIycr@KQ`FGRDJbPXM3hq`cBg8(huxw>E~P%OVDY)k%^wuxZo!+t+*M>iMQk98*m9v3b*M z?9sRw+(npj-+18h2Ohco@dsXKRoBQemWwQ-RC-OY8~?amVhgu{B;1})V|Wxh>3MO# z4EsrZ>xAznkp?upavf6w>|@mS`u!$p;Ioyn{e=C!P7V8m-b~G}kGE+*YO3zHlJ}op zNU+3{>(IiZglRetZ|VB*TYG)8HC}EEKL^`E^adVoo4j5|MkwfP-|)*3X>MxlRTPK6wSVvuE{5lwn-!m3}*yFFySoGP*XJ%8LA zE4ORyk^Thzg^o7II+y}e$r%`*eJxCyu*FPGclI@hX*yqQI{00ygG{3$LB&SJPtvHElllo3>+o_w>9I}m%;Vu1h76l}{D-ay(T4mpqKlm~ zqPsSkbD|gtPoN!$z(|i7 zG9SLY=3WeG2-K-n@LFiKInN#KH%wv8+uiW*@q$qVGRO*ip3OhdJa<%i*xT|$p&5xU zSw_ONLId&eO5r)y#6xTL|5?puvONR~vpq`$L9_cNam3fH#6)eed(E6KT=++-M+FQS|GY!dTE`8^mS-tc)%@;-ks z;^g39^|9*Pjg@}635m#wU{hFEE|+Z9r#Zpd_|7+Qf|p_8B=|M_F&YbI={4=c1h2xM z>YIaC`EDHJxjUrog)J)+CafLN4xHcpyU&uC%-LXS*7u!q< zTJ)1e1L?mT&0!v(ifyGvQ$8LmUk_6->I^oTju9W_?^P%vHUisWp_PrMd?(9MOVnT6 z?~pgnw{Y)bQ4(S?TZ$Yhdr{MMc_e@)ukkuB-FQX%=+S&7Mg1rP_6ianZopy+E2kO3 z-HyN$w+VZBSXZk4d4>t=;(HMjHtaHCQBr0$Vljk}X6#XbYMHU~pi?gu7^a!Ab!3?c zvStIzrC0HARlZmXw=i6VPAjI^^3IU78TaHQ2QC2AkA+ZYG8_^~WjMe_(^91vj$ki( z3_d}B_R*hD(x3g|(+r*-4DMxr53s-YvA+k|-}~9$=h0u{z}zc%Bt~o=6g<*LuL>U1 zAZfEw@UMelQo*Bzl_Y(G%CVyeagyX#@V^b~O7XhLQ1CC~`*n*H@ncDE}jbGLu3}q?AH~ zZ3Ps1)gr0T$I}y2X!dk?75YNC_nTLbH>D5MvgsbxSA}?5^NNiiq|jPbMoG!J^tqt2 zZV2m2Wxd2u*7f*aL|M;rjm9CpGV7>9TdL+|0L)U&OCa=T34GF2a|NlUgd@~Q>#ZX3 z)ghU3D&h{nbY%!rCPkDeC`ANI3Mk@kbjwH9JL!ojB6~W#ig=kF5t~;bx1}qj-9?Xz z8I9Go6tqJe=6-XutdgR=LJ;C(BHW{DE37LO^>RZ|C-J?AqPk9hjYQ~}Sz)7Okc#^t z0JRkNawtht;FqSjcRr`;cMy5PwjqpAxwhN_irKG4csuI!W9O9z)UD@RhxV>@XbAlD zUJ~{-?4D4J_Z8jb*4N^GEo5&_1G5vfdr3&UOa?}hS{WFKQUL?=7Ie!E%%k+g3=DfZ zyas01M5{T85NZ)xryms?+?d7K;80+PqE;Yh&2g+VUYc%jlDkYaJ)F<3<;Kss#?a&* z2eo+dA#YRC$wq9UH|smL`omi;9>Sz^e`&8@Y46yDWi=d@oI+>+<4!Yle@|}(x zNtQx+a59{Gc29K`=7XoJh#E$}9?~?=kJGd@*790^01ZXLG29R zat%_xEUiwDMZXPnjdzNeKXwu`;jGb*P)YYb?3@Bp190*%_#P{(0lt8ThFK?-M7-EQ z7oQb$$1HYDZJZ~SmZEB580YnP*I7=a5=ibbbS$F9pV8aqY~M*V(Mz7=U01k!D{#Dv z17SKOarQM>a4n#qgtT4Qb2wRrQ&k`T?LZS3hCrSwndU19JJ>qQN$so~-!JtLtM@fA6 z4~5Iy+m>kT(PIv(yNe>>c0s-I8B1UlixYoY*FC?yl^dn{u}A#% z9E5_LTVbptL>Pu_aeSFU@=3i=?0K~lr3Ci8B0GD2+u6R8J)#$rJ+xvX@ma)vC|us{ z?yCTMI0$*z<1QQAi})g$K0#Xr(PrJj!Dx(EVv;)jWceKAN9bNyY;A4UJWG#tY>`hv zLy<2^DDnjF!wfimXH23ULZ3ksKKkW9+0t&>?(P6! z;r8&nG5dfN5j@8(9RtNFcFL^WobF6bclvRR7BLoP4x%BwDJ>lg&neO1XJ%m+t+N~> z{Z~^S3Z6DX9_-N5QS6yUrcfjWLsb~mG2fHfDcWRS0T&?Y7Z}7GsRo9CJ92s)$(G7I zOp{Ip)A?Zrf4`m-L(oGc#fZ;y!44hE){&x#P7g~gI;bgfI_b%pKsL%d#{4FtV!4i_ zPX2hm-)iA#OQ(vw#F*lak9a#hWD7zX9nbpW)%`N6gBoQI*$(TJNx%YOr2m@f78-9& zHe1-^r*1}R>77zXjnY|Xo_p16Px+PF1QLQ%8Uwyyh46G_Qbdzu&FRK?Kb$*3+>Un8 zW-${eZS(HAmQgTI)|?P0dUC>hj4qH`lVz((YrkGgYfe)$k<^3WV5e*rGjY_K%LbvL z10jU^Tdm1RyIkHerYAUN&|WECy*PefvY*R zl)e3G?2tra`?fTiXsv!T7p?w|O0NkB6lSou0(I*&bJ}pI zg+V)NMl3kVIoN4Q&fCRUcDt3iS}gT3{GV!hZw-C|%TNM))q+cg)Fv!hN7KW&O_NJ< z43I>pwx`;`Po(o4?_cll$70QTD}Ry5Dj8-$;iC~bM9fn|I}IP14d9&A_V^8!ciHs% z;H8X@vmBK0LuL>v2v92UC9q20MEVr?C~^at`DvA=KQVz!qd38d6bVQ}jc$aGB)TTA z1{cEkd*K*)>nX=2{2@SNK~C9TD6I(Ffg|LRR3Fy{unaHaI4JjeWcRw)gFZ%Sm3@@w zj1fgxvLQNj?oUnuIux43#UvCO2}s~_wL8OYTo?jykWYrP5ipw#$k4;G^T0XAa5b1EpHPi{vPuzo-P4DQeVts}moq#k^4NwIF zNGG!CgWsaOI-Xzm>4qOTk=&J~Qe%F9quIFEZ#4-TFbMw>jAcxccrn*BvRS8bYslMI ztzm{xYxe^(VXb#z5sW3&+BGVt4iM$BCbou9h{KfGWLTcPdq@&v0%|_O|a$^rm49ap4H75|d z?n|sdHAo03=2yyiVD)6Lkz=H+*Dw_yU;RVwq1&E{&6isVT%JF@xDi2sJ2N8`-)<&C zJHibK09U3Y0)19vqK!Dqmzt|>!8b69gpsBFqf(W5N^0bPiVLJ!Z8hSa;fMi~dS(OW zvD$zMh06?FAGdvSB)9h)&+ZAR7ab`kH8VL*Ni@EaLMJ6yXRV8idLr7le=*FwMlZMe ztR9UH2$C7ju#D?^V#CQwq0B+Y1-Ov`^msYgsNqS%-LHl$t+_jL0W5sa&;odJlt>!; zw4NdqHvpF|@~+TcE!d@1p6m(Ce__rk#-CrDkymZY*mTc4B{(NxO3-!XU=7Mx?3Ke% z@Iqo6KW&kod-cIwJQlfEe-)Knf%n!l=fWhM{xA1xOfFa@M33a*4a*H6HZLzuBKTY; zN);kDmrW|v-&PcLIw7vMx6Iw99x|s2WP4~K+!J~qP@AXRtAhP>B3;oy?Fn^%(Q~hU z+L9`B!AP#!-WzU+$?%PX;rN)6d-V%e2X5D14D19IbM2pmxmRt9XC4RX(6f?ZQ;(mh z$xDS1d7^?JTCnfVy9K-2;J#+To(#EHe{LBG(+U;Ny}D?bxi*o>_7E)0_Qd2~b;Fq} z_v%1Tu-Um+-GKF!dv&lUK#g4i8_LY4@99axzjGII3~%?Ynr_iG=6u~9i;A>AHp~`3 zu}~`$o68Mm3WE@LB>LlFWZ)dMql+4nKi{III zZI4QQ5>@R>TKjL3K@Z`LOZqE?#O-;I2yUa&Yl3IdKViHyDN=|7WtWctiqFf(aC4sD zNyc#*T}xQPZF7^+>MBfkJ9b?33$eZ7VYd2jh1tlMTrFNvt`FnZX>q4rDRO;BG_9)` zx*R!g59T7^0Zzbu_=lOF#opr&yh2~hq%V40Bi2$k&|-EL1Ql29R?>8EP0(Qwxou~Q z1K(stgEsz=bMHtV+wD-uI6hf=n#`x*KCO9d*P6}AWv0k`MS|ZUU=ve^SplMf;LC3^ z)IjqHU+9b8oa9RugcMMAE9rcB1A}PJ_)@a-9(jYbjkJ;UC`=60q)iyM_Y#wDh;M!L zC+zVt#tfRwizZAGS{41EDD_#3-fjvA_WikJ-_hQnww_0?b>0PU)sE+MkJE0yBwFw} zPw-ByOz`*A0$*BML}j$bzhyOU0y-Fc0PSSG?(&-qezOH#Qq3be#&wrJMAbakT?T&v zxB@zQ6MP0w$d>(=1SrRjBFrA8w`=8&{VlNiA$1pQ)bO{78>c)mWv-2pwuHP>DH5k- z#_lFvyFQgda3VwwtM?_OVL%$Ddb8YN8g(l+Xc0A1!Nxga7>qq~89L7|v}AFW;(MDm zF4^ugE?41uqx)-<(};2yYd7oD*pVHtO^C1+>}_`T`F?};ip93HG^x#2ZBLD|?}|tR z+BK)vDouD%?Wrca3RbJcwqaX{+-zW2oUR}WLevxkr>WD9gcDxBscp&POw<*cdm1XS z0nyZ4dY!Dft2E7JM2}P5^Qj50x{FyMO?EG|nm0ksr@Px224)Kxb@vKXodew!=tY(H z*-+k)z=rbL^o>*Am@=Puk_fgk9X68brsI?pe&;kDuac=kyulkqEXo}?Q*$S?BRjQd zGFx%b6p3=T?@x&!qkhB4NW)-xEFxY7q1V$C)xz#?Y1PINHv?l9tNSX6 ziO?(cLJ{;Hr)uenp;>`RMpFo(X$9zYvK3fERsa`NmA8-HkM#J69vYDpjI#&7N{w-Q zuvC`QOu`GTzD$MIO~Mk~UQOMacLoqP;_~X}Gi=NTbi^H_`O8sNvj~e=KgoAjCk*B* zEpo6+(#>)G4wwc-^`q|4DB-61O3n5{PU9&3Rz>NBD55p}yP1icent3Oic|SLCY4jK z2u~n0LoRA{4bm>SQ$ydTECk-L$}!&~^O2Y`dk>G9a3E$l(cLAZqcAC>TvULwm8j~= zPNC2hN7JzwG8l_d_V;wV9;C<aN@1bn|d5+H!5#JB;vYsHz#^ zqUIrKN_7`ZZ%AE3|83%e`Vsw)DRY@NrIPZ%yo8K$r3P=i@pP^E$=qs9gXetm1~C`m zGbvgEgI|RBWFEN83ygTT_##TQSz-PQ|B9&6geW#P6Ps!x${6v}B6K!ZrDUEd;Va0W zib&6JN~vwHggRZv#4(~y^jepAbA>`5YeA5>v9?SNaIa<|ifA^uVl{30Bl(o6#Gp4@ z&=GYg(^>noHm`nnxO3#@1@0M@>#mjK(ZU zOP(Pd^CeCe8w^^+HVV3ljWP~Sw`#N9o2#A9RD1j8&Ew5VdqikcYY+Y0%zkYS56^7I zVF|2rV99`giAMI1R6CP(=6*gzuyST8f$uKGl0>t<*B_s~VF6nPI5A#NmG;>rPB&54 zqzG@$fxTHl!24LaayKoVUL~L90SN{^jp@44Drl{y+vPoetc_YKVUWV2UMNbvH?wpQ z1%#b?HzQV@vd|aBImWD=J)^Jbj@^FHMTc^qp*uGU^BD^VhebYk-z*iyH%b8#Zjw&9R6(d94!Z?R#NRfIGmC-E7NMCL*Lo(h~G2SVv8{?gu>ZfXJ>Gxwx2WO*&PR5OV?^i@$B8q7y_Jf&e zo<8`!w>Z)N)FgV*!Ec2@jhOulgXYF4Xp`I?1!KNPM!}de|M3fIAT<%QsZ!`L@OPYY zs;f5HG;tW%?ioD2o=)4%k;PUP*X}5Nb>ZF=UCB8g`&XIwIeyzfCcdCS$vl}p&C(}O z##uy()G)YRB@#%Ro53UAbraq-<$9ZjIHYx`*S(~i7erthCi`oM3_&U`d013rPMDmg zd}c^(;raWK=&Ox15%!ic8mR4Q@az{8{n4S;qoFo-z*O0;F6x@}&^;5S>)wZ<_4970uXKrCvT zllCPpLs)P#RZfV?(-t|s_(#3%! zUxX#teS-_fDI+R$QJF%!c)BTEoFbYLQ|N3mn4|#9H9?ReRIkd5Qh0jGJS(_`7rluU z4Q|Cha*a{M)(6kk-gTEhlO>Vy5K$4Pt~cH(f*s7o6cJH>FICbb>VulreI&ekjU(4N zTMIVb`seBnCcpAgyJD?9!gKbPo-e|IQok7PiF}gZUCKNDvG_zNwIu(@z>E- z!G*CmqUs#j#i!3Dfn!|W4wT`gf?_UAp=NBQ_@NYvkU9#*At{_=#aY4?Cp?7`{#NY& zq(CPA?qJ)B35EGMRm!d~>u;qMg-Ck$$oUW$!z@J=@PCsBc*c(}F(N0A+!{X!$z1$! zThd)HDG(lcyj0Q~r*ryR(_<}MII0dGb^D(wbK`})(_bkH{45Uzf}c`p9R?X;z8_aD zG$J-{&^Tt&T|HWE-B#PXee1D1E zr{4H5AV{PtXav771S;;vQwPDd)|>>_%8_P?9lCAkHb24d1;Iy9vj>7FYiPHRACa5w zE*NIA!5p9P1O_o%YAz-&(Af^9OYZ18d*R54SF)vhd%7etKFJGeNIxL4!z8K0Ovh%~ z6)(gK@lDe|eA{s6Y<1(EvwXGu3?dKcd^_=V-3_19pcbb|y8U6`0N?Hp?m$`TeRVY) z6zh_3P$jsO+Bnd6+yV_jj^d!zwQ#uF#NqQ%9D*u}(3Y+VdxPko5O}0en7e=qlW#nz zV_43whh2uEWbh8fpg@LqZo7)A!G>TdN5 z)ZOZmu6b@(Un(nU!_aR-qV#b;{eJbgTQ#gvJN|xk>c$p)UC`z2(saN2o5BvBa2#jB zE^m}N1y6~|Gj|5~59L1oNr+~g1K_^$T#+dFV`_$7d9KV#@LIeqc0E})T`KwIWq*w> zQZ6s!7>jGlf-j>2EMt`}9FstU+pj11;dsVgIHn~6Ih`gl>ex?v3IVS;TN$ zH?^GNz}H3Baz0>5vU&3W^FLolH9%~@{k0HoXEiwxNHjI%ZG8{}fzr~Lq2MRzl@A5~ zPETwoU{5^^1p&v3tX0wB;Ob7Z#Ce0v;*`l5qXi2{9^9B^kl-=R7$UZ(4-rW{B@P>6 zq$^3S6w6%Iarwf1abQw^xIT}(kin`__mh*#O4&>@|Y;7&EkpONFu??ICl)q=G|K-Sn{y~*-?muHYj1#{}1a%64~koa*NdP$Fu(38nB)70_lLg?{mL8$8{q zczR=Gv20GaF`k=;A2Kn}v#HWrX+PlVK5@4(rU(`8vS!@IXgMjCZyTe5wp^=Brjaw^ zo$f=`{M#60yo^jB^R|ugOd`{|8x}#D1A1f@${gPHDG~X~6!5+WWnB~@Loc>5ND6JQ z(rQxf|J{eYODMf*Wk9Pt{?(M#do|w1Go_g?hdtCUq z0z;9VN+_q3dqE~A*Y2bT|8{GNJ7ISf^rR z6!2DS0FryF0X;Eql|A+Bt!BZYI?A1_YL^fCW*xD%EJ9vm7MAyg!0!)%XHP|duO1_* zUwB1%-8Hz>7zcBAvTOIe!Acz$`44BapI3qYBS_tz@9TM zMMNS@&h4=Hh*jKRp!A_%8d9x~SC^!dKNbDn5u(R^OOt+s)rYIEHIzn@<|PJcg11vM zd@)*W3#_n!?Jk%?Y>2tP7kq=Ngk7g<+`l+`sK#rYz)O*jpCup%#t2*%(HH|FEv>?9;VRQI zm~yJ4q%V!}2$LlUKVo6r!K>s^K@mwMx?y?t#8vT?*$2DJpoBP1GhO#*k%@hxU7MWk z;(*3>X5eOb(NNBgX0HkUm+{L2#>HB5bkgCLn)P1r;?t~IO&0r=F^)*$BKjtUf&Wl+ z+vuiSJg8@*5>|4*2`EB&Pms5Zob3nSM-xc`$9qYSySUofMS{SI#)}KwbKJdZI;0C+ zunN_bcUwT{v< z?uCVZkmgjhL9Ki*&A}+VLA{~GZ8}^oGU=N`pUQHv?;-rymUx`C@mKC;jnTr>E*ZKi`8(mAgwsam~5-jwP$c z(A`~^p<(0LTktQ`9`_3S6$n~~|7LY)%4EJJiyxw`i1F0bD>fNm8CsB(n zS#YMZZ2PMs1lP{{JV7QHkU0_r*93~h6sw=X%HzRcObbxuA5evhsTSL|dZ#DmGqnnC zPp8>uxL6zeO$|2#)U-CuHAO>rtOPJm9O}lB>Y}S~`w^}JX!!du5pQ?cB?Fir8gnc$ zgXeSiA&L>?6LzR`;rfc?XXhn(a2DtPLX-bRgYC}Y5+VcZ49vZ92UF%TT$X?(l2iGt z*C;R|=WBhtIhx(-IpG| zRf~8!@MQwEf^_QeaIHPuYIlZ*wGl*}wja#o9_|h?j$6oZx`(%+Dkj~jGvC13MS^?C z8#hPFELjEarOx=+XlE6;&k0AqQE@-RJ=u7g?vF9mc>$`<&8TQ67QiY1A2c}e+%6-j zGA-08kq@3j1Y%;Qss@+iWzMZqK5&y?){WO`?y3D25yD#5>Pq#NQQ*IgLIf&#ZxTL0 zeI+{?TSu4=$CGh)9jIHSd z(MfRw5t~9MjY4OojzX+@+7PtLG`*~jHU2oJ@?RIMj+Ybn$n({(Zug-hW#r)`V`o&< zuyac6uoK>Fk!{rZmk`_Bqt5qHHOr{;zs@caMjhU`IqK+1#X~gB3E9fk;h>yd ziSBm3F=qwZDmW8cgQ{~g<}mzV=0uXsaLD15Q{#pm>L-_JX~t7EG3E>xYHVJC5_ z!-`98YkBhL@$iH$t$sh5$5 zqlJ+tS*$cvfY3l@#2 zI!O$KvYo+7(?Vu1By@GsedASO2i=)D z9F$9?TBFt}l@j8lEb12sh}ssy9XGhT1ELhp!B%R9*=6mV^vVc$eAJ7)S4%cmq=4fJ zii!tE1x597+2p2G#XT9X)wZ_rdY~(RDo~&81T`Vx>6xhHa`L4}QB=&X3}wv?%_rOKc;(1bjP+i z7WndhjD%g<1EP6p3`~dYcx{bcZ_Hc>_*H6y3uhlMrH!vIv^p?tM?Rx;TCn; zil*>eWDXj~-RQVH0-?A(QWsm*721nM3EaXy?v)#jTD4XeRb*UmNZ~`?uj1YN^YSiu z9~UOtuvJ71iX7$Xzp30pR7uBgsce$kD+T0d@&G9h@_d>qt(BuJ^u&Gayu?R3Z;-Cm zxuZjYF5)k3GY*M>cPxtDIpmFujNmWC0EPDRD^e%}4{M=TsUg7&69yz=M`Cjx#Lam< z7~H2F&<_VlX-36hs}O%Y7vkcQkFTQ=Ch+!!+4NdpY%^@W2&z4*dtAK+ew6Dae{!l? zZr9p+Krz2mNzTKq8Yl0s$Sd)wDyNNtfcR3{r+&@(ZojZubO%B`* z{tIoJ;cYMCmo=OAJ+$a+0#3Q$r>LlcTJMna$_4sG*sD)8shNxdwJ)$0?Y|X6i)^10 z-t2NQlRnw4_@#v6tRh{XflAInRKFeNSQKWI%SPyPP&_yue+tkyI1%-PL>UCWl-?)q zCRl^Y+!FZdMY_HYmFA1UyU_NW6L`D`mKh~jh3>-)*|7GRuT z@12_Le!U2ig0{x!nW!D#o2woc!Wok|uxF)#KbxaIf^Seme5z|)C$)5-_!yOqOeglx zLzswhNDhNo>5V2$o#hF}xYK+0a|vYr*%(Z8kAw z&Pbm=D5lu;)nb($h`^`Y$j6!DWs{34(j?KWDP>7Prb+r_hE~PFb2(9zD+Gm)K5wt! zK4QPM*Ke1m%B@bVQujr2O_gZKT0!-~44V8<$B6ZPB(X_zfj^w>hDbP0O`n^&lbD1; zr#K+uR>)C8$;q!c#oE1J{ypj{CU9GBnm7#c%LTnAiO{}UTU_sl zF|zlD6yjgVgE%B*P4HRNa5*g6@JIy8I6Quk6;0=*abuX^r}0jq_QO1=NuGX>DrM)X zn!3j=5JqS7i%v2IOIs`uogDWrlD;b*&O*WzVy7tP-0(>zT9J@?F}&`XSG7UiUL$g&8G z^ur`x7=f-AEKK#oE)(eqQ~WR*k8fuiRLurMM$8mkYnh(; zWk;Hfg8X|G`RB_Wdubjz$)WopsE-Y&g-6iJ~K>n>z;NsM0>VWV`*GKh-w$|O>73r-U3 zOZCdm)sjXNwTDSjkXi$ZLavv-Iug2Ix#}o!yhgwztx~$bb%aSC=z3L1S1ktdj$7fg z+Qh51y>aAOYWN7DYco35{l=b7RZ_LyZ0zyd9S*|`Mma_c=W8i zJPK~58tZPLm^wwAn3%e`SsJY6flvA=6I5xf)On1zZeR4QICduKLbk$+!1v}sfO!-9 zP$R|bklq9#n$er6u%dJ7L%uo>YLYjzR4F@e!sv$h6+SEA;jzpR_2NOYPWAOYGV!qv z%(s$EaGL~^tL+($)sl-qJp6S}>ce5j)q?v-o9$B zQtkK4l`3~C5d-gy`F;bJ6bjQtIqsV{3{ojKnvGh8-LnfvAGz2^`maN~VO4lLWdYBy ztUJNahlE`Y8IEe3E!nneZ8X+T9xU@~%TrTy>SUtTob>8QQ|+PqR&7tULn;3$2e{uD zr%doTi%_dH_q57Wz(LGD#%B6s68?>Nw^qxj-X8MG^?GqD;(do8!yzbc3K|ryL%MuzR5uYIKET2MQ1Xh~qQ$a%&GwrCMXP4(MG2 zz7@aSZvxqdve%=fq|*GKg#4d`BuR)ek6ZGZ$6zzn;8QncnC5Nj_S8J^$?3sPsS?8MT#mWyf8DQy-evM0O->@^21`MchAR%6m~PQcp$x;6bqtpF0pXW z)Wq~oYJ0BfopcQq%MBNpqD2OSR{~zw^p3vs>D>qEiB0d=Q_s^oH{xQ7D$k|^2YF)M zrtVD%6NtHw?dm+NSCY7an8NOPf;9FZjxpiax&wI#ORApBrN{IQJO2*$3p z;7!73?Ud&`lgZ{DIg^Ce)2B*LpmIOglkY{=Ob|@C4vCOE{L} z{-^&9k;|X%L=h(VA8LlLAG}dc+qx&lik4hiN%*P;vK6PAqF^%C9X1sYnu;htB~iW^ zc=|O^t0F}?1}Za3Qi*|X%ol~(phcVmW3e(W`Ez4KKBuEyv70 zY9lGf%#786rToDMC@J^RQ#0&hu3>&LmvO}k@#GyS1X@fJiN?$pbYpKaQ}>F4=cB4h zLy-0655^>xV}>z~-TV=gW9G>B9oWqs#B0}BNzzA&XkJMy!x#XH2lQwsqFJ-kgRkO| zTZ4rka>c@>pm4_NETat4Bcgrjo+tBG0{2zY2OBu0oN=AKL0S!x%WO}$zr<4`X#G|CB5+;D|KVboo>YBz)v3QpM@RF zX+qpdDKMpRNKC@i#42R)y+As??}n)4_fHiWf`6iBZ2xqH1sorXthdVO{4@m=S1P`E zP?SG9c}O)P;^QvZ#9jp_X~}E4;w7De-lU}uICc%U?eVrZI1^3SQ?6iu55)bb>Kcfp z43qQP$I5EX>msrkw(F|B#OWngLNV+dC!`4u_WE96T+Hm54W#}SN5**>1?FW%z}(&o zn9DVLYXckoHqbTRDZrmy1n_6}0{BX6Y_Nfk|31)-yjMsxiXaj6goHJoMUaU74kYaN z3W*mKLE@KtLE^;NF_@t;SXEQwUMGwc^|SP{zKvN0e4^L+t#wXx;;HL)ogW2*z#<3?wM|O{Prx}h#73)MwEk) z?7BLQ=t*Lm)%KAhj5|JBP@)+3Ng@12C&CFv_p{lV_f2Q}PUeYTvNP|8?!F2zkAskh zdG502qDZWlQFu{gt+gm(dUk3(<7?3hPA^*!qjp~Jzf@4DsK58Mm;1! z7egq!A>5|5wW`TWs3e-9#1L1^;XBifhrfev`C{Q)=!q>BvZo@8g0 zx`Lg;H_9JJ>pZRg`7{Jwq-7_wC<}R?Q&|} zGT`y$5RXh+C(%|~2R;?hx_?2pTAH7%obG8Y^r(TxIuKJj zrH9MbhI(ieQ&O>Re>$($c$IiG_UpixgE-@@&EAA|v55!@5%URvNnZ z416!BduvVIvnl7$zX+~U2Wx=F(!rIG^cw{dX*zfU=^)_Xr@Z+NWT=Pn9~G6SLQ3V- z#Z`cCGK4UbE=q)yE`losbn%7gmh0k+=!xkfdpgXzXf1XZ)J3b6UUf0j94Vd}1K&U_ z6uM{^RZ{XM!RR8o_`0yJ)Wy|?F8&6-&y6nH@Vj);E-Q8M4*-p&i>o2&4+|tR=_1-r z*2Tz2Mdc5Ml**}#Cj!Fvg%D=aMTwBoMR28nE`9;sa$Wo)JuzKmPls0*x7eFF>B=b1 z_nPM2Zl*_VjBX)WL*sXei(DO}WtF6SPcXZPKK^4^SL)+QhCcp1z8BO-Gd^b|LOh2; zMzNI|`M-e2(#Vq_@81$=q-o@dG&*uf=%gf%z6poNgs+Oyed}B^0Bc!=#gvIvq*DOn zLQz?#uOnZoGGA_Ytb#&$#wL^bdo(CUY*<)-JeU>N|963)XHc>J?drL{-C9q z7Z5MGX2z9P5_6GYdJ)|`FRUwdbB!)L!3e$=)J-pygbwYD!&vI)^?=FJ&oz+!EdrG^ z{XB_zui_-F3WEzZH1WHl_{|~Ja*ms80q3p|&P?N`L`&%?I8;DKtLT>NXpNqjjM{e7Ud<>p5@{__PdVpYyA@ZYG(D(8 zjdR*K2(;Hn^4@aAXTg@yn9B3+xb)19zrVBH+rY8eaM_S|DV<<1wQGBL)$Lwb#@le& zW$>M01LzjhK3+wO(fDOc4AY}3Uu@N|B=7+{D2?4{Ox@Tbr;kH2n1Z4z?+-he({n(R zy+&2W35Ff&xGF|?xc!a!qKv^CLX_i-fqThLkt=vTHN!ztA&;l0h?o!#buaNTdIi2& zssfE-J`QxvmkO=-IMGUoQTaVo(#H?m_mHAO!HaKaWwqeNRS^vm=xG?}ML2rEz<8-J z_)HND{)|DDDMadP&i0*AHlmm8Q8xeN?yEqQ4F|y-NaD0wvC3W6jIxOp?D>we>7Jfq zv1iSw4LA`p1V_Qkl~~~#%z*UiE>L$dTjrb%%)R2^xYIG%{s!$IpNyx--f)a%5pGWR zj1**$pGkT_(sn?r4hTVs^@8*mo-41z9r4&YuHB21CZ@0E@!PCNm-mXWu%I1zr-dtw=;M($c*|ASZ1jeQk$uNE#fnQDmniFw zU~_;HGa~b)5}uoKp)T$VemW|}+!su*bwM=G@2%DDh`)bord^pBq5oGWMu6lf8=K7Q z;>W2u?oTX45zUXAusSlmvV3uCV+oZHWJt^PJFcTl0%N#w8!JY4@(ZHVfTPH!R(C2m6N(nQz`C3+ph9=tl*8`NZ*Uh8d{O0D)b&|jH}R6Sx)Qgy;fhQ7U+7kWNK!Zx}8lr4*PC~joE;XxI>Np z7*#bjTEzN^yG(jtxz(6`kl)B1r$s9*io_@pMPMnyAEn>V?I!%$y7j6wkvEK`v1pH! z$0{RI7~@#*6^#Y5oW_E$WoE%ru)uvJ`OC$5@GX-EA`MFsCY+o^ob22XJZg`bvcFPe z0kl4j*#E7FZRMo>-#Mi7e-)?mGS86p9_Y;Qi;fbefZwTK(Q6Ahox$6viDJz6$W5d% zWu8*p?y7OdZa00Lc{qg$k#WY^WH8Bxq^mNtD(*cc|If9`Ljc^uTiwix&S~nfr$dnR zVItY`5*)X2IIg2gDK4w#i&}BHG?17YxmnZ5`+3xgH61XfWN{i>A&~e8Wp$^7!*}AU z4^!zjvW&J|3oedvs)?%FIMsvhu1}{`jI~?}yLhJ{g$o5RoaH;aJq1+~3?a)T7`bHG ztxO`{*;{uE(x?lQFjx)3tWOuHjQ~leJX--vWhHI6`!FO!m(KLffIqcrST;9) zGl05rsg_*frOkl%haDVQd}R5*!ic2qa+_1|B#d{;bbmF(DF0f&qDJr)YKE`%E19@V z3^^J!?GYuj+Ut>U7`j%MPm;0Vo5vk>R48T(w#%s=o)i|}b7B#EA5GXBLBTih5-j~k zRK-$BM|I(aU3gj-KXZ0bjh8LnxG^U4MJ6!hgjk#vPD{@)#orRW z+xaYroiCy>>`^Qhhm=kpW8xJ}6D?IWcsICFcnQ1fuxor}dl0mbtZW+^B)9H2q9l#y zbnsLv0dW08AuX|s)|v-5!k2hLn;hPaGd9DPK|*aY4-4k4rle|1W~t&{%G%&PgbGv} zSPhHHDb9^N8YPLKk;XQ(;%JmI|Hkq~uy-MxgQuZa?kikNPs~?fPd)ew0xOJvN~mHM z%p@lA95FDFr;F{Hso9{O6{7L%5DoTJ1dTb!k9u~T{fS8kb*kk?7#3PTJSnrI3O~$o zYVxUZT@PAu;4vAX=o;QmxzX9NWn@b<7GaxmL6`x`<9~>`g3^;Fc$Cli*k{$S>~;JA zLEYGrq_4{9Hu3JTgYF0CF#oJR5^N6bO-Xy5aE@9lk!uJMenO6PrQHzocqirI>T3j5q$Hl9Gp00COdWiU&+ZN{r;w2j;Zs8B8N*B^XXB z@*w`ZGi%PfoaiP*P&|f8t^q?bi?-z-Wo5Mpib(bw8wooIT`(?EPx0(iMUeP-FGw7t z+bzK-#fPQxt8_cn3kCEyiU9q$4CqXeA3t!m?~MEqy%>=n3t^xoI_z0t@^g1j1>!z9 z0LkNcRKVP2&A5+PH7y+XvDM11qTA4Tie+5c3^4Rz*_c{o%s~4TYJ;z6 z%Ji&CJTI|2Fh}uxOPLp;EtlmpnQ6@8u13}TOPP#GEaM7eTvEoBC%pFnIU_-EIZkr+ z@*LtPpS=vxqn)7TP>k z&Wh_n>FP5%9ym%UicaRGXi(>jru$YEV8KroXp2Xmz1G{|?QTy`mJUqaGlZwwp2_k- zuS!1;dgZ%zkC*r0QY!pZAIqf!s%XE5|IYPxPvDM(t=qz;=$ZuHn76xAo)#^(+6P(r zgmzVL$aTxBp)YEQH4)n{MOq(_?!v)PM4xncaXA1d4}hs{R}SwbSnzI?C$aeS5IEiK z<9TFecXb!n%VT~W4}Fd1KHQ%+`=D?Gf*+$G=J7&aXggNPi?%Z3U+d#Y{`Sdor@DQV zi^wRhSEF#jIxh3;L=OzJd(HF;kN~X;zx^%lTqDK8FJ|3o>y0n5G$7b|v?j{O>irz# z`*vuhj{~YT^Gd53b3C(5Q?LbnfFRU23m-c(1IAisZkUhLVJ6y0i?EbIjW=3TZ|Mo{ z(-qwDWLK8PhFLjIG3!C>befQyV@$~@y6tqKHO-4`J?ZAO+`;C~*mTFo7SyKXbs2l= zXzfNxc@MQ9Wg94drWj74gD()TxI+~wstEm8PL8@y6?`tNEA`e)M)2qOp6=oX%s*n` z%*;P}HJOaF;?|-f1XNCN!n%Dl*{ob4{tjT1j;r<_@gEh< ze-P3wZsEkzeqFdJHNiiJ5W0r(ee}eZd)ZTwby9BIrL`wH zFRZ85O2eG!snuq$dKzhtlv3>F_JKsa;gb%;{7rF;>#8r)$ExQcul91q1j#r+R9m zkwH)GDpF6k0X9odDQ&^Y0;NoPina@-EqF>ux14%PX$vk4AJQlAH0)e8b>mu;lPmEQO7;6; z2S+|{t?()>>2LJnShrt=P}!B>XA z7s73cxfWyvbY(P%L=zTWB5zB5mbjL_v!p>^LQl+~v!`ARI>#z&T#MYT0VZ+}Cjk=? zAYp8?^YEM#LNrbc(O^$S(3p$3mRtB$8tt7^Q}vl=;Y@J3HIp3I5?9*v_GDa3_q}sC z1|imgM_{m<#zC$C~1+#iNrpI-MO?ZEzDp2C*Q$Y17>}*tKWA z?*QHm>Cxw%>0{JIRt-yew5Sj4t^es^*U_VXR}(C5)XcxV)6cKpV&htM35xI z!KgHBSrZJMS= z&YuQ&`O4Q?dSVkL_EdC+5paBZ*$x`ge3e#ne+`WDufAs**@rrDlZ`X@X04-A!kptT z=4;L&fiC$1>ReL~M{OsLX%i6_Sr74iS~EK@ z?4bK(lZ(8Qlv_hmHJec!2W!dk9*6E>l zP&NCM zhbZo{=9DE?1Pf1DE_6*OiV_UwN%eT>1!I{gCQ8oX}g|Uv! zTo^l3XD&~^!4+~z;^J~Nq_5w14j&RxZHlE%R?Y&ve6n&jJ+a9O zdn!Cx;rR42S=k^Rny1$qez|ocvY3=HwT#&mInA7>nB^0uC?B4eDN3DzTB3|A1Z(!$ zNn*u#BBWeO5LzNCD0@>xc(#K4%>dIH7eq+4rGp_F2bEogF1O z*u0D6;X^6}%{umTaC)6}{Eib&CqaJGCWxG7B+feiz}Z;>QFu3bh~h45&N^a6u<)$I zK5`51MC`mLjTCCaQ3r7nCmagQ$b{np)GIjQpf34@K|gjw=%D|-;Ic8p*q$`QXzWG$Jvw|x+atGBYB$YzriU6%H+pG8jiV%LuxVR9#Xe$TBgoDh5#?0dkoVPn|rXQ!gCLfPcL(ib<&x+6^Ca1 zm?_6D%6ZUO;}-x9v@4sx5}8cQb2J{3gSVT&q=|H zoX|Rb;9o)2?3035IXg=5e|ZZIU9&dw5u!n?^s z6n9y3QV=VGg(n3Y61O5u^RA`>9grk(DxiRiOa*qJUcspVb;+j!|3pvpQ%(iwSxyC{ zaexPQ1zsPLslX3JM{_e3_$jrPJQetv)tNa6<(mrpJK8EZ6<9P_WGcW|$EE^|ovBlS zC&nlUStAi}jq=jl9{|~eOZ?A*k%qTFvJ;oV(6TfxhY{=2`>IV`1;aFvMN5h81>`*# z4?X<6)zm<^mH^7-)n86^3fuwe6SZ();J8j5NUXNBLFi{SS~hM#qyXou`{ z!4B>4z_*<3J7<8R7b8dOqFu;5B|G9j6fXbf?yEqSRt`e4(-hS|cUg0G7;7vG&kj$w zW{29~#Ktf+D?9)?CC&;JP?1^T)u>l+R!Cj)S>YKQ@kBr6tdO4NtWXYJ@YJ7%*O_L8 z#d5Nq12A-d+KfXxUOPdl@$s-7kKlS>h%bm-o$0QQJi5pb7Bv2k!g^-zt^=Z4Y2R~jqa5vJiZasL{)4ko4WfO@t z4?L%I_d(CU>p)Gty8a-&(@V(AsR!lYHD~Q{ya9O&NX%2-Q9&QdJF4iTg;zdrUzHM% z`sGShW*^m&=NUzDf=qa6o}9I^?4z-@u0J^1kHn>AHb17jdA+On6k5rSou-%0N-oy` z(Y%mfu_VIGOM0Tn@o9oA8MVTAtu@-U8g=Th%u-5_U?pjwdj@6ubdp5t$_@W&8-5T^ zLcctO{(3!A>Faxf{oFjPQF>`(k?bo;3oYbsnIU(kUY0ckDN`~}bIcPa*McEE#c@9? zIyQ0O`h#~J&_9$8)PjRv1OJHf><21SR^!mbAA+7jUH(JxXMS~=GQq~_@@=0(g3;?p zRmU;jv9q5nZLnPCM9B0c)->DRzFMcsY}ptWa!q-ty>(x04J>%WqHDI}EaFd9UA( zw1-~X@3iUCLG;|JRe%&A#%)&Z3KG`ReT0NL&7xxsPiW__>hqK#zGjDSP^z||A25@H1#9j{GHz#um|{lu0w z7h$rG&zyVCYG&$FmQ^v$>?J+OfHY_48A8J7o+>~ZfSU|xWM<7i;sd<5- zZBj#;EdiN_G|E*RXMVe{xfN!KCxh~|DLhPTr#4x;mmjqku8(x5#>(v)b_U3sKq+Rd z*t$@^ED-uzbc`PxQ?&*rG~)-j$jBCV}6!L z(^*CY;cHN`OpP%`GcR9~wD`&-U8Z@}7Ue-{l_q_2WGiaK*`B#k6~a#&ctnS^1MDe_ z*ldkMrGH(s2~F~4kCcjv9c!sh;`XIG!Qd%jT{%xXOzqf(kF7|Cu5sJR|3fqRF?G6WOEWo`)E z^^{aqgN$bdvUz{s0u2HX^oR^R|&w5)&!eJKmn z(yYL_niU{$*1L3Bux7Ji1gKVK8}Q2^#dF$#^}y+QAx@cWfFyyk0pPCbPGzzIuR*um z20Tnp%m%Qh!)pUJM>Z(a6klX`*CjL3MvvMav-4@G`0o)Dxr)aWR(kzz!R#V>{m!ti z)a$bhy?z_M7u4&uZt5i}a}2IhgFgXiEDb&j(*Br0B29w_NE>apTujh0KTrCsDE*m` zS~+#{96gk}Nr$52>f_l1M*V6=ICMs(Z)>30vog2~E zLFmGN2z1gk_AI8c#=JVBz@f*Tt+3+9$$%|+UgYqyHvxkaMP;1}j;wYPVWrLBUjc32 zjBdF$Z=olq&Fty$YV&y$t>$D2={&HQibdA;;Kn#b##QW{TE#<=YI7VHl8GF5hWwfB zBx*6YzpgmY7dx6AWROy(>LHJAW5C~1%b%iU92Fi~sx`)GU7AIA$}i-?Ss!REz7(%F zJFY3$+qim-OoV=6!+GlBc}|l&H_!L+D%wipb(SEf$A;c))v!jS2VyU4pl)oT)wM(h zrToRB8a@zGvj?Bm8T!g2jII4*uF zj(@xeq<_>4q$ektYazvo#H(XUas&suvELM0e_I5tzhP)uq8J~g`CVuGPEi!SWRKGP zsk^TNQJNeC)02rC6k;{@B+iw{pc-M{@zH{kdvTu>^HvQxeY{Uc2D%T!vaCQQc%~;| z=PgWPhQM0k=o=xnr#stsGEel9oq5CVz6vmpgHVupXQVnl5jL)IRFUL$mQjqo#z~9> zvv_58#@^~|-^p0fi^15%%oCJ2ieCzwF?VkTSj&OP!&-M)GkQAKXPN)#>FyebQ$K4) z;$odhUQwW+<=&aXG`Io=F@4@_UXT@TVFeF@ZG39{ay(gkQxSJj%!#|k!kFc24sM*4 z3tZ9}gh9GenC;lz+fY#gQ)8bc-1(Gc13z7M6cM zUxm{`BqB%f;$rsylmOy$DWfxm=O>+b<_p~a7}|2pB}{W+1nz$xRr3e#lMM*0!2R{< zlp=)}LH)s72>*3AECTmFN{=im-kO}7SIj|Q)&w6ySr@9*LsbcdYZ6aIZ{bBB&Cu#D zUQ}v=T-sC?*0Clgt(ub21vX@2*Qt*$8O3coFB+B$VvFgCEr_wF9u~yJ;!@G@lM9$l z@07}uQ@Gp#p*|Ux!(uj_A}#f>Aa;kQ-+U3o0I{=81DLIhb+&46#3~q{^obvxW_`z2 ze|XEq^S;8h4!qTuYSUM^&arA(N)*4sMcvpUsEz3)O)Yx*Im+DV z8rP~A$>Nqd=8Lk=mxM^?U*}Q;3${};_Bz+4y-1*#YN%za6-H~^@m9+LabE|z)?0=4 z%}%rvCL7N{C6`f_!bCIU>sZ->YgsiXbk3=Y-wTY#M-7BvgHCAOh;TL#p^dkS(7)tF zC4tZf84{VM>o0S*?yRQO_;UE-b%(8G8jj&}QK1rQn&x#@c>_j4gA>YZ) zkpFbH?_`MR#bC%{<|jy8#4m--k`Z%!H%IHB082O!d065uYp#F9j%9~n{Uf?`p!;yi zDLCu;>H#+8t3Ag8;XQMC#pT?Gu1Ckc^ET?M%+brqzu z%^RfCJ~Cv#KI3(^ZuFGL9tIW6Nn1+LFLMgI?rX}mkhx6nHGj?}*mH?MZT?q7ZplML zxf*g4Raz@uPk3gBdo?5=fSju#btj(rRzs?2%jJzaRzvopYW~#_vIjk`hCH3{=c^&( z^q6rqq>QpIRJGL*5(?LZPg@OnMut|!YKYW?T&p3{x+xhgup07K0LjCH-bPPsHH1AK zzSWR3x!)NV4}?SgIPBD!K`7A4(YQXbzg+Fx)tN1mH5`VKk*9;ONc<~@KCVO`v?O?G z=X;Kis|2;ze6@BzFm?1**a#Ed&;KS8^eV>QjyQJRhE$uaCB;dCS}CN6jG#hLFZzk}VV zraS{pi5JpKDqrcpMfcK-S^^na2VWa}h-&bpGCvDpcUF_P4og%u0@z|L)}ocN#TfFxy`ST$=Sg&al3$%KY2j z&ES1L+k25!!;;zf)oSX-7E*l%q1)bb!w!xRzFC&n83On85cvF7S0NtUK+V`z_iVf@ zZgr#L#cl2=TD5F0$52|_G73nGE8&909V8GlSlrW1JKCN?U^Vi9K)!3p2cnL&q?S|G zwko>LZf!SE4Q_4y5N=CyO(QL>twa;nRw8c;au#d*JoL)F-3RE2SzGqhi?!ug^%6=~1(5R8O?OToqgq@HgtV&uDZIaqlq!k?u%$xyh&8r4>e_a&gakt0e3- zLP+8z%pD~C%CK(tkwZW3XzM1CK!*{F2+Y7#RrvP#MQANng4K3bp4jGhg|vz@m(Hcz z$57QZb(TX4?O8p_%4&O7ha?*JQ%>X(*1bQ@K+Uv6^w-Yzox~Hp80+579io45_f=rk zn}eVx6?XK6lYjFcjr-qDgcF$epV^tWe2eLLnS+s&d7_u>%sa*1R{`d65b`k3UDn*P zP!=?J3$cOOsY9@3aZ2JSl)PP`VC5D};TilIU@z>i1y_J++(Ww-PnL&f4P0`o!iYIF zjJ+1DDM<>u`0GN*Q@1HDxvI(Tr;A2vcIdjgmY*R`v!^!H(0r3qnDt2oIjt0;dE}46 zV8t^8TJygp;pZWs+>#ihN^7M$V&HXeNi1oMms_p!408_5;LKC?;7qK5qc{)A)K;YFyLf7gN3+TL|oVGu+Qx4er`U~4BGHeuOG@GjY%qKfK=LWq zhvhyg2$gd4kuhOhmNfVdYE#ZV-0o&T#aU>!lqc!nbgV% z2wXiQ@0FT<3G~+&nM_~DJ)8P`SoeqvwT}?Oo=+_c$;c<1YK~-m8LX->G%UVUDsqC# ze<(_RFQi7?d?~>z{YO-S!On6<>}SsQonEQvCA(L;bgN4$iUiVd5Rxs7KBf2vMif&L zb!$guO|Mi*V(|AwrbFeG+D@IWsL6h*f;Qrp{so{f?w4)`+qhqP5uPl+G-3p#XKF+P zS&F0irjoF5i2hQDVybU?smnK&(KA!ccDpu~96QrnBT7LpcM7#GVA4B1(sB-1%wh4^ zV8^8bvHAB;Z_PtO>7U+AmDWndBy;CHKy-$1IlcS5&h%8>zeD^+b`9>h-pQA>dU0Lv zCXfvD^Bu{&Kb#*r)P?HDWc}*~uf;H)#IH*X2PsW+^t_-b;nX?>mrNMH7EN9NrYf@uj zftmBE+vLo74Lz}$GkfZJ=9~!!d8HR{kQaT~)D>HMeuGzA^eGC-~2O*Y4;>$u}+qFtLroS`_6>#Ar@{{be3 z))3T^ObEh*pa!es^2KedFkZOY9o*|zhA6u}61~?Z{V?;GU#ItC>pr|}R_w)M^AI(} zt+kXVMZCY4@|EFM4O}z9veNTRV`!#QnWkU>1YMP6S^eFZsE?bpZ~=xYBY(^9HaL{? z%-^q?K#0A`mXq~$H|X`)ujq5xqM+M z^t2COVr6vzVKE{AhVK9%Ju3j8R|LQVy#Tm~?4J#x_7X|ZSP2E=tBb(+ik@JkkjV&) z>SZ)h+dGTE_`AKpxVS-MhYh6ucAzVMDN=s22$&!114Vv}I92N@ojglfC9eJ8aRs4FD6T<|4{d#tO{g$(RC%;552EUxKe82DRs{pq+2y?+LJ}q-|OZYm- z&7t#fO!E`}+=*cVw?3JjTVHXu@8p)~B|EpiSs|xpl0ZekbVFvhcgqDeaBY zr=!kyjlu~W`gwK^9qVl0$sy58b`G89?yCTYI0(IRC_$G(euR3Yy-^&xz=>4?hqj_p z#!!Q+ob5X~Bznotp_|=(72psDp&*CW+S3PP$tq&}PEIN=H7vP+VrSqaK>|A`va@r) zvwbH!MK9Ue`2u%e1=z_!m}7P(=wA}ILUl|opxF5aCkYbR`P%I4e7m!KCp$$i+1dF) zcV7kA$w4T{&Sl|}a6}Uq(I=^O{D)%6Updi8V9DpQv*dAS`%adKUQCwIqIZZ3`=N08 zk-M(~Ea4#JVTrq}8JiWm8eI6qz!@dJ71QSTt8Qki=9~4so7wK-mOoJ&pABxoN{AU> zK^uej(T2Rf$R7#9dJ5|048p4R1#}xJ>yk%ct-C<{e8Ft+Fg|tHxt8a(I4iki4j3;H zOF5}=R+sIhEiASn5w(OUU-R2iTf^Uq7U$)qMX-%(th-^M(P{7#NKx2thuxxHDc27? z>tO$GfB)3(x;!q*W9E*YE>hhka+auiwB9bJcHnwGKfr-R5_VPu0s6Tz@zrd%b*oFm~nDATPpahu7rnkG{-^0XjbR)M!g9t$D<8`%#gIg>$3br1t>BEV!{Ez~> z!eEou=p9z0$wEa##}@Pm$skBz1O~c;S^2H?=tg6iK%>S(=+MW4npSzTCvcZ*(xx@) zhUi#>Ss_?`Tu!xSp4Ss>M;pOdZjdCAZV#bZaJvS`%X!DjTXb{gs~3IvU1U`7pMiBu@Z%j9xgB9%GE8 zF&A762B|k(^xqWT2r2Q_Unwa6BNxWvev2PdrL{6rg_g*o;pssma^=Nf(2l%Qjzaf* zgl~9*B4T}`H$3c7t`)j-(HEDbcsQOrhWk}oNOXk}bkZLeqhD~J)-aC)5rNZIOvv#U z0&*>^%sqG=;CCz>i%M+pI@%l57)-DAw#*3ceBrO>P+N)7^@CPVCe-~M}a0Z1VxQzXpEY}*d!8TOQAMDL$b#yt$uHY~6x0@VwEIi5MA^#!C7i@G;9Ao`r z@9_s-p$8?~TtS&Lv&fNB3A=?f#a$CDPoXI}LM<*!OIcC3A`D~jiz))0N{@K6-tF-k zfEJ|QTR}$^0H8~4vLq1HLIX++YLL>@0D7&r)r$t~qqY(?V8-gnggT!FOfzK67BXtU z^HKE>Xut{3fRN;d2G|sj(}0*Vr;-N53y`K>c13f#km3=%$;ly|zS^|F?h)uL(8o~w zd%7y_PGN3NRXmfz;gG+t-Yj>*AxSM4(brf7bjH+uA{VKI3jPU0ETV$+I#~tvV@3>z zxMN0Nr6$BNBUVTgiNCd)H?=08-u(^3z-&R63v=DkxEAW$sM@>UE#}yf2s}zobm(yn zK;J_88v16FH%{MT%B&`Rv&BS>Fm{b}vHoZZ?Q)9sFi%TaYbc?XOD_{xc!gY~DaOm9*U19DQaeWnY~sZGTxx)e_d*oWgnQU(+5|J7aBpPL zn=ND%?u$^hcj0EZMMe8$h;~R>L$qze#))=JnH-4??b_*Leq0I_bBg(uEKJuMH^4d84APWnF%A4r%-P;ybTE_T!0^{lpwn_D_ma_H&1fvc}m@ zo3OAMhFy>O9+@P^l-WQoOBREu+!(u+bo*XTp>|IDK4ym!d4o4j(Gk3IU8X?b#(t+a zjdNt>){NK$!X`w!(yEQ&Bp%y_k+;!=yG`My51U0>_CIi97iNo;{2mis4+f1ES2RnCuxnj8)a5>dk0)gB81@8WXt)7^4kR7IPBcJ3_9d(WlFv@{(HUh#!F~CkQ_HP7b*t*$ zy6<*(!e2fjuj^KwTlKATPMtb+>Rddaj_@QJjAA%&?`M~n(E#33F4sDQZf!>Fyq%vz zqrSwGcdO6CJm3;a#Vl43Uhm~|T{CDZ@nwvm6NWMt7p4+#Lt<`~IBvX)YP2Ag_Yr1{soHpM5#mqIZ=rw z;-*TpJWr@ZOP!ajm4;EVT0+UX`O~+G($t}b;<=S(3pFLH zT!HW%83i;151LF_a#w-47h+X}8ni~8KLnomIvA8fbIR6B% z8eD*nooA^*YH%Kq@?AyssKI@p>13$ErJx2C=tK?rK@U@dD;4GzHMlA>KYC{I+a_)F&AiN1s7lR zAPP>uzc}LMT8DxgV(ghva9FG>9qJGb-1@!}iMj2(R~hf3W?GPfdpR2oC7=)7qu^c- zO(#Ra9Rvzafld^hAM`K<_g;m$MZvuH4jbG68`W+-B3;C+`_*s*a!ZnCVYd9#nPqBMm$0>4Qx$r7sE867O}W6wfGk#=2nY;Gu}nDT98`&6B`XBpby-m z7U!*=9JP2bs6_=jQHy@iGab$?g;5Bo6DeK~!e^Q6>vUas0MN>5V6UJ+=hTJH!#M}O z0`+DeUEsskn$r}zmbK=L0`WaHKfV_hf^VvumEuf}>im2h26@E``PBtNz9~QCqf-ib zA*}rxFV3$k5a(O-mrvhhULz%2?+EA9~2^-2%XL*VZMGXkG z+*dolF6Ls~~>q9J<__D!r3sM|lOa*%af5xtiY@l;D@cJ`i8HZ|7I*hmgE%$tbPF-v`||+nKc%1#)ng+52Q+Qp za^ZtRMCrwwWuV7na7h%ai7kMiP%4%>$LEzq4SADnmE7=O(AyhJZ7-iw=$n>hOKGa7 zy;G=903suTB+a)2@gbB9Q%)yJJ7fl8R{;dmBnpWRh7K##NX>W=6%{ux`l0xO4T_yi zWhn+R=Q@2U`#_2$BYGq##!Ip~%r7O+%5b|(d>ja`{+pk#F**5SPW5S4H9c3s{EOHM z7eRDxoWYHhDZq{mVk42Q;3#aAlC3~XLlEzBP%%@L9%ja$hwtUeJ*KIKvd%k{F#UcG z(8{?py#kuHuisO5PDg^GKSPYz*HhqM_{jN^>WfoGgnTYI5~sIdj-10eQe`NUf2--c zK@3KIpUAJ!1Sf9CM%g)W@g-o@;Vsh5VDjjBFu2(RD}$$o>gpRpy2{XhErZlQB!NB- zDF}VPLJ}VflX>GLy8cGuGutxtpF-I6v9P()#->*ls+(uPt$|O%i1>%LKZU>8=fc>p zDf-sdK|Bc}enzVYQ#aZ_ueFeW-N~q%^NU(zXBu?)7qq|%X+d7RkwM6W2bXC!m0LaF zO>P?B(}E9Y#Rii6-gdxOsJ;!L>qa%@!Y=PusJf%Ul;Yz5H^N{sAQX0ux*FGJT=x z58g33a?CypjeJXp{%Mt`SzWDzvltJXUDQiqpTX-W==WITV@XFh7eJ%j-JAh3W_D7Q z!H1;qx$5AuJRLl^oes{|Ql>h-Hc!Xbw9|1dZ-HV_tuXm@sVnmI@zQqs zsNXMFozzP$UzfTjPdA6#>1N1hif;Dy&YSJ|rgr+M?aNUu>0iC_x{2Q5?XN@R-@Kdg*)d5O2wz{rWThcjd@_&AZ?>%91MBUzcXTwysvWvtLKn?AO|At&(5=7pxZ4 z6^7dkk^EZqDv|v9YtSxd@@sr0Pk#NsFiTbZQzpOO!>|#weAjXjhmF!Vpaq&ssrjz= zTFdfXmuk_*iz~wsT9WZL!um{U>8HI6WbFQ71JSwTSzmzEQ(_cwpIYUj9$Ty70d{Mx z$?o~U4WLrg8m&S85OmpV_ah-d6#Va7U_-`Ih4TyZEBJpp^m<*G)tI@oYh?f%k^@JO zk+O#GfIPu?)sn@Uf~^4#{7pmU=Caj%Azd`KV|7aL!L$>-cF@5a#s?3Df0u2*i`B>n z)xRO;JS(??pJwI0e|@XGwRJ5r<@T=iVvDgJ?3-oLnutF;|NQM;D|itvxCH-ZRhM-@ zB|VilR*On9`*sif#((3#tMGR8 zPEdAm!2z>f0$8~e!mfEP?6d2Qfl_V7WgsP3B9naL#srSCP+`HT63-LPg%CwkTyBQc z*R=>0CY%m+z$sj<3>n!WJp@*{X0#6uqGIWq#5XF@iSmjLCWCc}&imK*mEpwi+7S-I z_KpbtSrr`;9TES#emyJ1g7y9NrVy}Y@F%3bheWtFt>g%;a`LIsT(2x&SH9|6YzGp! zJpx+m%e8^HZ&F%zsy@d8(mmkKpmA1)9dJWqF|>luE9<5@3K+<1BjH&%u7 z@>FcpDIEx~x7}%y{+5DgwsuUZJchY!;+1fjG|CATcmUL`%|zB$T9GC3 z$!#Os<3zSpAhH|sBYX9vAxmy*o4|t3AWGfxJQ2udsk8qjETR*3t`I0`(TPgGnT^x+ z`=5)|?-QI%`t4r!(${oNf8WjcD51Zx*sZ@a=$DTn0j|9b{c@i{nl3Y8y89!n_mqM@ zP>=5ZJTz@zcRTb8=B0{}C0uR-YcpLebpnz}o2}E?{LLvS2AVNblT7+)FI(wMp>h8& z*~k;zkHv28*UfjQ^)l<^nEw-Zt>)mfg6>+)09rY%mp!0q`w}2Vm$Y6YkO74+v0nW6 zX3#Fn6uO3XIlMq@56zG5F@<33&@L2NV!gDD?0HUP*A<$VoY#6@>y={1GIacbm+nTc-)S~(ZV4?)xR7sRON46$(VqwVodq1jTdfT8{~E`cn3fDUzJns(4AtYdx1_ z*yoEdemvaE7{-4xtD1fqNv`ln7p;EPN4YTeSW7i7Rf?uWiSx)^u~Eu-q!#HDU%|ny zP?a8bt)~m$%awafQw`-X?@+?@`yoIpr+z;gnzpas-Pd}AqCXrI{efb{zMcaAvWq1L zq>KppTyP{#ZxBcNMM7LGk)aep7fWP}o#M7!7fUw5i1@{lLHxxomatz_bg^U^4=`lk zt#9_o10?(Pk|p}}5~D@lOD1R8->=_A&`yquy=8JE%z$p=QH|rjWwJePJNAaDzh#n` z41T%e?J{~~Y@roq8IR+5subGm+&*pE^lA9db_fGsQhkqiT#g9ucS0kdp3?)L-^%K0J=G8DRbTZ|%iWXD z=IQ1q+vz4bMm2y$Fbi2I?z0l^)%Dfju(6Bd+`u&$$qut zBLBN`Tlm3NaRP^d|z zZ$+^C5b=!#e*GbNU13Gqb%mnIaufjMcfpV*=n{cIYnE#&Co!a7?EEM3jf%}ao|nz$ z5#T7B-QCtD0?!o!<57nD1FM|326pUD#v<^=2^Rsp4x%ZHIB{rFe$igU+MAuKgJ-` zy<`|q@|M6aSkE$Y&CvaRs0LB>v2?4<3Yy#knv-<#&5CUM{68Mlop0aP40KAWlfKt#0 z>k)wap=kjEkhmov1Yj`;fWnu=+4=F!5NG#Ig{~22_pJi4eK*=a8>f@`xNOXBQIU_oaPrEYnih_kcQ$$m?~Y@Dv&-;e@wpnjj= zTLQ0+r9a7(~!ozCXnDJTZA`PAGJc$Jr}bf(a_|K)7t3F`%m z-Q2I6?@sIGpOA#Zdb!&mPx&`Y0`6oZpcM4MdaRfCK-2amAbCqbtg)RS0}5Yaz4-CX zpj|$z&^5Hn=L^L4)A_M|s1R%&+Jz!Zte3WteZq>c* zzDk<61WquB(~gEMlE<+AQwkXu$y1?e`-^1amVj6z4}di?2A9~0Cbl*^(Nd>~TLLCo z8XO<+@sE;s3iSyO;Jqt zfjly3us-6+^}n|sj4i9?jlw>~cw=}-ZjL1XU-xPRfB5x-aoe$5rat^y!EeT0?@ED{ z0oP`+cHSNjEIiU$fl_@8$xLaaH4m_U+B+OaoaHZ}k?#mv4?p}ltJ`jX^}N%m9cLIy z50#9idhjz~w#$!E?0>!o=*-q}vawODG^W34b5V0}WKJ|5FfAN5db z)k(e75@3B{o^GDkPB%jWtSjE$c>{{e?esBkfc1^u{yGGIJL_qt0PELz>3i`IZ^<5D z{TBbbas*iOF1RhTq=xg?r2*E~bzm|AtbYK?n7Uih8WjQ7s#l2s>n}pPoB`JON*-YS zHJGI;{wV{jcc*Kw7FjJ0Zi8e4l058*zuK0<=HS;BivYQKI2vfP_t-XxX0KOstX(Rf#4vE-DV)SND&d%RhSx^6eE2~C zhvCW!I4T@(*>M8TSGXh3cko`uLa-}L(ZmV?W~kTZG8uZ_RbcG-At4+mW6ux5MxAm4 z3>&naCiZ-7&~Qcc;TmXUIhep=_rXM1u8T{N7C)k}J&^hfAMjw z>eR%Z-v;m28P?4N*kQr^uVozuq-lnFEY@k!&@DZ9#Tk449wZ@xS6C(OLyPY<$kVQd zar{5C5l{*lIsPNiw0(|G#-0mK#|-r`zJ$|Fcx{|+sgn|WZnjA0>|0Z?3*_u6jy?a0 zm#cK1&;;N|41$CJU~x79a7J(a4oNtoxBg&|r|cUh0MD`!Pzw5BJt}|3nS}^IBKBMe z0A{FH_>$-?KfW2Fx0XQH1-eG`Rwq6w=qlG@pyhK=d$2vU5NyrpEi1AldaG?@PjVu= zwm@Xp&HuTGz4ANBdhUxCxSnnwXeV`uw@^)z2zVYJFFPNb| zMwW2739QX@vD68OJvUpYv-!3Z6a(3OYGThH@v@c96dLz`gN;1F{aEbge%*X`S}*^F zBplYue;ec}|AtAxPuK`31%0p{33wWswl4w6*mJSQVjgvcFR@9^UjLVHMGlo zd{U70G6!hov|biM)Aq4-Xcvksv0mCnc7+q!l?5Vucz$G0m^5UG^)!u0#!W6yWy*z=lKiuIL4TPCYaTocPA7VEl}8i`qA&tHxd_$q0} zp1;x{PM5f_Me+vLe@a0gs%MdWEi`Rkktbr$#Ttnj>SJ(;ooHffvlA_KiikZo$=Vn(Z5J9o$pDhTA=T_{w32^#SwkbuD6HA$wq>Md3 zI>SDHa2}|tB~?7!%NTnev8w5(kpUU%pAKRpk)i%6Y?N{ysRa|nCv2#gsY(w!wVQi( ztlVRo>M*|ppB7}O&jwmK4fVaDY5V%!ouOVRddyJ2ix{!5r@+7L%LAN1fD4XK8T(=?40HFA7h%@mQyA8p9P0?)#k)ggeI^0vKwaSfBf2&fj zWynx(w8(om;!GY!Xi)32Uy&#_L48T^tYiafL-}t=Y>3AghYb+L_Kbv ziUjrMQ>D*F;?ag*n@~tq>qy4DHnA#rs`KZk=eH(a3kg$fw-&nBwbM-F9zH zyfsfZ|EZmBcBpSb@T)W`xAy+2;>g}EPiohS+>0{n26N}FA*<=o>-xC@^jN3lbr%j7L z_Az~pyk`c#6yv|ZOW%u!cuV#x6G!^rmE+0;?}FQUN~$-1U3z80x&}#TNjLN1VCP`?z~;T9tG=0qfK zP5{}ya)Si@Zz{FQ-I80=D=KE*=w&d&yRoBWrZ;e9RuCZBFUCTySFn?H2Vz=s`m|~a zvC&Y(sx556FE^+z()jHc@rw(1jiEJIZk1?$dbqg2O0{(K?C!$)MrG4ri(eTA4^w+Y z_y_^US3q|sDEe6-fw|{3B$Cn3>Fx$S%eL^n>P2e0?h2VM8T@=FHtLjSEG`U{d1_%8 zoXwmHwM0>uKj!mjFo2`3+CZt%C~aF7tymG^R}-2okll!TMKXBMyb}^SZ@rM z2e?poRj<=t#y`U(Mjd~WiJQFl1r1lke|`iSS%ROjSa)u;<3@Q1Y4J^n#f|cH<4wi} zt@=q=mdAD(*)~2lcVyd&{-IK{IbJrDlXSg4$Oc0x=vC<|L4uzjg{I+d6sG+%1wRY+ z$1e!PkQ0BoiMY*QZmAO({A^NiFYwZlb8iZ!n#1w~tg2rSUcj|k7mEmv1tI>%3cI{! zW&D)yd(AnQGOU{ku)~7+XFwwh^JB4_`Ss`tXYlh9B*A$;k$Ah)AWyp*b}+P3beLiq{j4$DI6J8sqTk50)KbtMmIeS_Pc7dFIirQF5UEpSmnY-TT ztF%f(QN0#z8LadVqNZmKu?S>AH|4B+ukXMGN9jdswY%KQRytE?5^xE_0A_%O|6{RR z0y4z63?Tu||3-XE%^*#AH;ntMtoM|HK2VRo-wI9J=YBK3MezOt;Qbg`!uuw$Hr}_? z=|*cIfR7Ycn8eb>;=&YA1I1#3V@B`svXjmX8rQ#@4Kcy>SlkxZe+CIyx&CtoY09%< zT>mN7drCncsE6yn3QZ@B>+xb^j4a`L6IdJ9Tj~VFjGC>}+5DX;C3p_hYe}`*o|w88f=;c`^Tss7j@XcE@K09hW{2X!-o~9tn6pG;Lo3k};z~ z^X~yNpztLzqkeodtf@yTbd5Fj=mN1lB0sh#7J{u~O{K_^n9;V8eTfs<%L_#IlKjZ_ zO&YQ!X4C{0bOzDumgk9>QA?d1F{37xbp8IDLiPLKV@A1`YI)Q*+G6{bIyfLJHQ3e& z_tkJ|TQpeO3>%tOGa4whN>P1txv`~DX|>9=?vArsEbGirvmTAqo6Sn!5cs+VOLkh2 z38ztRjW%lKf#n^;^?}O9N_hZwN-IW&O8vswZTQ7z_SeBjB#bZqhgy5?@Jg{`nS3J? z*Tgc3#rir%J!4s7M&FMVxRq$ejDFA{PK~@UGw~kQe@a0gs%Me>1T<}bkxayliZyaC zSR-R_i9Rv0wb_Z5Iz_~cnq+CHWI)X5cf3=mPXL-^B4*TlI}CiPVn)rbP#}V0M*q7Y zD4ts}qb9)VOWEsFBssBF@sgA=qxWQR?1~6IJQK+np?7-*sv<&99s|kHEPt=>f^z^+ z9P-Fi9ns{9&^zRO8KHM5{$de&?AH`U=&eu@a>fa#JxcEYJ#{g*Fk0n})H~1J4_N1y z%Ay$J9hijCp5NBikaJZu@i1-%6Muh z`(|A{^6=0-gH%sFy&&GoB!TUH$%ere&Fq$H(c%iwbRGE;d{?|`|A+= zr&&)kh40N+=UZL8c!;-T58vCv|E?V2d%O#7D=Der{B>#go^>6VjPSh+VgBe|6zy3N zzNdPX2;Vyn+T{%2!&ma~y^~;;s`#f2-&^8bk+l#$xln>VdIGdXgC#YD@6fd(`7sy< z5W=^D|3^Rmr74j!*H`Q2X#8St2#A7fIo$I>kR8=0_?D0{wG+66MlXy)@f1Z*N?-UL4bcm5}fA~ zL4bcY$kVQddHR3PMnEZKubElkVkf&V@lZdm}2q=Y&5^)(cZGR0&28alWz|cU2F9{Iw(l)YhbRv6ufyllgKeBI|G-OGDhzTrcaiZld&l3S6 zmO3l7aMw&qQtjVNYUwM$5hozv((oQ|RAhLrj=BSnO8l85GXXkN{Wb zhQj$DgEUpeVaoictoM|HK2VQA{|q#3Uzs};4#vC2$P%_UfwdVomO26Pu4e0WHvdKn zih*oCHSw+oUr0ID%@i8PIKl2B;hb;UTBb~T@90fQR0-WXyMrA5|i8@TbJYmjQ>g0%bHL0ZQ_x)4Q4%6>{k9Xaf<6Xbtm12G6(3Z*1 zG6qT*iCFAjCbPu5K8h6hDrv^Me%ByQm$v z#^4e=(ZtqfCtB(h5$|e}rD2`{@vhS@qWs~W0OU0h?`pms20m5su4Y##5JB;-dlm%6 zb1UA}1UP*u`&5b~CzdiVNg40@>I|M<5$}q}e;MOlTN$W|c-K>)s;)`>y%zDVGQL2a zM&^oly%1QFXQaFcf3bL1_G^mbU010vi~2~Gv?LOGH=}Lh5r78$3XJT zJY9pYjZ=!v=G~Wpo$^oRy1Lq{KK!w-o8q=(Z{9ItU#*j4#=mxYVV6*))KUn(EJh(b z4pt#p-G*d#fH>IKdxzr)hZ}=NS>s?|&FZ!r2m9VU-Tdcvx|uuxQvsXFXU;g-&*$m* zr`zec7V@fktQ98XV85HEkKb;mk9x$b>ZD$3iG%%Bo^Jl4ooR0DQ_HX9PEqy@5&Je%e&yVp7c0auHpQ3X&kI| z9hi(b*y}(V=pGgAToDJWdX2yMa9{#I1qD55;0`Uqq!Z`B*kILl@3_R3Tk@v^1v zH-K4Sv9de3T?P0Li!qUS+4*>uiaA2Hs8~{_F!_g2Osdyo3m*HbUQT0QFB7q^7ijq{ zJJy%Cj;tRlZ)|nN`7PJu#A^|+*H)HC>zkEL!=>#I`>OqAM8QrNeU1yj`WhJI1jWM& z{4gF?!*4?4Vc#7x$ub`Ho!F>T8pg07?lkeRpAQ`mV&9~p}LP%otk*qJuaaP>t+J%uwecL(8$94SnOtg{kYs2 z4|_0@5Xa@Lk{11Us6n1~HH_mAVk4jwGIIPXXxcu73n>f?XhIKWT}Fy|{eMXt~y3#=zJO%Omn9kC9y)jg%@4Gy#VyO-LsLKhRd( zRBkk*O_j}++9r{Lh9%atM2L03U0wZZRX0nwys^?~wiwB%Ia2P&tTIhTs5CS(2>EJw zp3Y`estvH>X1Tv!8|c737!CU17JOXanzl2*4bkUieVuVNDZPr#6L1Ml+=<26q|_PI zvKdJ@f?Bp3Nok9XfKt#0>sgmx4owS?QXYYfpuQKAOLR(ec2|&6g)a$e@#A~& z>XB`$S&Hh_z1R2Ghla}RLrcx>QeS_!02u-};<_V*M5 z`@Sw<#xu`^n4e}JwZJmO6n$0!ZNwCPzCesWogd?e3c=WnDH6*MVeA>8do>=LAkKb5 z0dC{$CksUV@%*SiRS4=+%Gt9ojn%fn*>mwpL76va0xh3A)T6Zbgr@B)?JS(V%Z3de z#)dVMSY9UM+bl0joqKmSBSran%+aJTyBD<6DF5?!crY0OT^9u)+TnAIsq~A zX6tk|KRE@(KsKM682LNBY^5`W#{J`LFf98) zrr-Y_Bfm4p$R7jZqc3gll|x%5S3x6-ZybwtTGU9)5+i>WQsAqk86$s=L7a9pY>_;J z^`BD6xJX_KP1|226EX5)ja&q4WDG9RCnmNwJJC|7h!}a3Eb-Zm1;ofVy;G=90P>oM zkvHEC1D~oGd9y1Nh@cqxn+k&BxfLUC0-U~-b*D&jVkz^Ilri!j&2X+MV&pL-AY+XD z+cHoUG4e7BA}A-cj5|^h3b|tBzXXu-82JbA7mJZ+zosZgzMF(#H6h7!d2@Yev{k9s z>`9>`OMpCSmNz>70Z&g@XncRY4DW`#(3Rn`kq}y(s`bcEJgzyvUV}P^EsyH`{i7o# z98R;RB#QO2K3T@k$1G4uBLhQjmR(=0>reN~i$@t5(~!{hK3Zq;8P88Z(5o}Gr_7-nsx z!Jcs$wJHs>?V*xkI1GLUjHtf>Wq561Ko<6Q@tB*C%eThD*!ep@jIeGecMmv4f!}`^P>!p@p z|NcDP>}jW)3$3e&5HQv6-OXwo{Y7KR2Z}MS%`=)UY&4mI?Qizd_XgXGx6ojFTtDTw zX0kujSnlw@D@U+B?}FQS^y-t4I~xD$@A^RypLUJ4kPooQFx2D08^#9@g@2d9 zzqbtD3ij~eCqO?Ybl#r2$-&K#1Ya#6btL#kshWicy+d(a-}n+6L?(`U)JxyXQQ|Gx zIqFIOyK-<8??O(FBD2L!JpXJ71-xjC%vPUvKKvK&2pzNahwQU8|8n0l?wu|1mh7{& z*#E8^v&FlRbGAB7eN0UE#Ki6EsxBqYT|o)okzNQK)7cG;AgFyG&?m7qJbjIPE&NjS zPxjLHPN#TF_USy||E?U<$-7YSbUNhFHCwSrx+^HSH+dm&OlN=g=^XXa_fDsHOZMq} zh5ubSrjvIe=XB=1op`r*7>+5qGy9ah&r9DsCE_h~N^tWpMR_LsL$TNW{&(e=65fT7 zDe>2(w-c?q+^(9yvt zE+?u^B`zm^2ioPloQSXFmlJ;qlf-%;FDLHjc2sCL6Q%nAtiJyQT6jQ{dNc8ywd`gh z?j57p+ZOe0i%L-!^I(++mO%u0tz2qE{q^BK_yQ_Au)Mbw3#F-8_ZME)HGKmo4R-Fx zekhoupNsK;OX}o!5uStd0b%-5e&fFt4u1;8q54N`!EY_9m(p8{SFIl|wFdi3L)Tuq zUAwKgq7t>>RwB69v-AndXlLg6}^EK6_5xlys9xqLo zG^O0lzPoKDbnw6;CzU&Xc|xh9YVt~TSM`#4N=OH1WAsH=^$M+QtmA@GqcmJ@!L>7q zh+d?6d2^JwPSmPLeem)1Myb|>gbTyv0qX@e&-Xe1IcT`zTIt)NktK8ni;3#IN8f{o-KoAG zY4IQ$%bn^^8gHWdG%SwhJ~kLiLASW5sZ8!ve+im~$I&noIMbbKu^eM^@)&XwP-7x) z3#hTw3A|HnQb-frCDpg2V2Z0;gNx2Tv8sMSIEkNSC1rt?SNbdE8oybJc0K=kJqJunSxPCis@w9bT@{=Uij(H?kon7#xe;44&a0$or81XK&*k$OjG5lr_Vc z`ySSNN?|o)eMAWrT zIH|7`ejb@MX|z^>d`sIRaOE{BTfqa|>~B=yj7p?SN^xyhuhX1OmXJB20erD^H+h*> zSCrbSa3kZ+#HxVBx@w_D{}N2KGf--kAk$838=MDh>XxY3670MgiShMeuB@kdH19Ir zMHRfhM9dl4wgO)}UN%P~uI=2xMnehcRXr=jyP>IOBh6&*8JiDBu#hfu2wWDe@tfK6 zEu}_n{O0P{Vf$4zJwv-0Xy{pW#8R;smI?(rSt|UXhdCWSqcFF)<35)e^0@#xORD6= z{8RZc|0>0N7JpGF=nLRa1QH<<gQ7FBnAX2{c3-O>3mKZRmGQL2tWPE?(VxT)$a&l9T7QfF1T_$x6s>7{G9 z-xaIjF4Z+$UmF^Z<)qB4;Nl=mqTuwn=q+BZbtt$dW6y+w!(v_Ov}McPip1Qu+-r+Cj7Xe!(zJs6{L; zOfAmb;8lyW@o_PB-!4EZr`@+ZG@T5!cmSwH1v*iSe$X>{o4XX$!XK;nHpl!rJ3roZnO+&bQ^q`R!AIGfCNNvbJeQS)M2CC`+9cVHSka=_ajo zBkJeH8d0MTBTC;d7GgwEGZJ@MhL_A`BE|bjcLjy#cf5@5u%RAd9G$SCuvoWi+S*$F z9ErKNmj7$Ki|!1AwwC|RMnehc1NUq#pM|EAVM8qim8U=_Hk2RqOg7Ylt751VHq>tT zER(I8ZbQunS~-o?#n4m(x@a59fv-TlJsWD3Lf2wL9aSK{EA!*KrVxBnZ77N}v7!8Y z9A-mZ>V^EW0wKRRKjft;g}e~f-sZ*m+5&Ojk{{=rrUGYTLz%2?+EA9~2^-2%XL*VZ zMGXkG&|v)Zdf!^4mYlqrTA=yDM35R5ro&YK}rEsaX6Rjze+oYi9YwuYMZXr$h3R{DnE4$)xAPOH*{OP8(DMy))syaVo- z;0xdoEmt#g_v%+e4X{5QqYI$F%chwrtMoUiDbPZe&is~<1x4-EX%|ez)vU@ zOPwN;^_pa9j@p1^y}$QPp*{h~Ya;5$d^-$$s*?4ZU7 z!0AibM^hv@v6Oj9%4EHFWVj9_lJ(+U(~QY_U%{%TUyhx9QK`~Yi5cXdN@uSLVjgiR zb~QFixfHAA7C7T2rJ>RCX^jR%_^epLFJU#K;ZX<&f-A1Dg4N0^2H+l3t;sL-iyN>k ziNH{~wh3|xU_M59%}Kv|DlXuXn8*(GI=NEmMQZGq28~_Z1H1?td3UPwAQEt(K3uBQ z#>aMn#nKj~2GM`z@v#}@t^MQd+A073=6LloAYR>b;k0S5Hp2#y`Q8hWgrL;VXFaef zZG1u&&3pB0x*ff}{I+FpeAPX9H?nDv$fQin_d?&g!{%3u@-&H2%{aHW7kNPqVJ1t} zsV4QNf(9_X+tVknB-3Vvo`kB=+97S4EC)d96MuN4Lztql7z|qq|y# z{*KMvI9g+$&7|R;)y*@2gRutB(S1MuVmZ3muPMsWeHhO~WV&bV`MLMg^K+X`^5*9L zsG|p<>Xu_5xRH(<@@|)ghU!}&oA#ETk#b{r6jB3#a$IwIX{ZT#x%or*M5pbc*=Ko_ z?@!cSL?-S>V77JrL)qV-iTfLI+p#-V4%UauD;uM=TDh@uOTBTm$b7}~Uv;hi2BJe77Fvo?sC<@L zF0F18F_DkkEKcU)USywEx$L+eD{b|7JnHZq+zPSkkC2R+gZr)>n7J52ZDig4trs^( zcDr9gBj3`kXP|wG)zz|Y&j2aq^Qtl#tFlF7?6;cOU3-0^;OJlnG|JsUz7VnAxUiw}P#al=&$yscbl%o@WsnOixe_M`hlDrdcv&^el z#6(&bbJs)~mE};yM4C_4(BI`9x?>{W28}YN-TknazIP(UTS6xCbN;vGm`L7KC|~7& zSB@#+T?m;He_fhK*}B8Yok#g#YaZpqCNIvW`~++P=;;kQ;Y2oN)wM)6$qVb!Bnf=4CnKoCZ@v?%2D3!1i@wL?i=p_gV{r!=;gC)DL-WdGcxSzDO}$Xifi@l*n;O%RzslqlvkEy>SM@~3|U1-n!p4+k#co=bZO7E)ynor)u~Fm zGq@ce2Y`7mbgJ1${X{xbjLiY3O%2j}j#qD;j^fA@1dpFTHfyNVR~~{NvupJ&jnc^Y z&BDsAJ_8lOfhop|8IRR?wNr^6lJWRbo?6(rj@=zyG6<*S@W1jkqm|7iIE{d#bPx=b z8j-P~BhJyu=Xq0QbGZh|$c620%S8O|I2BstT$N-ZmMMHMjotLqFV%d}Uo{%L!9#T= zG7jS#SzgZzSbRW{!&E$J4$H0Tp=T@&teB&DWR56L9=9ISDy$zWZ)|mml-|IK>xb%_ zx-MM?dA#8d#gLV#)Ke7+y(MqvZXfgLj{&=h<KQF_BySC~_<;5U~qs@$eK&?B`*|n`p1YB2*4xgP|0N zj-Aa;Ec=Cu)y^-gM?=%_2o+|#WJ-f8f@5ED|0#cnChkYn)sNPvr`k-_wb25Bl(VPg3h>pi8Qa}V8>lf>;mgQo3^rI}+; ztW$e~FviFdVKjlY38SS>Kn7E@bvm2>dkTtyY(6y^Oc(c4j&(DIwni<4Mi%o8i{0Fx z=|0p7B*FPVaUW`>L7sLsOacyPBcK#AO27%ww0#Lk-YFL{un1&8;Y;qD`SH!5T`pAU z8rtRJ06j^cus%>OPoycw}5ZPvaWN(}_WJxX<6IjsOM6X+(Cqm^d zb#i1dHL0ZQ_dQe44%F{eYm7kD)mN_%u@4ViHdt=KN5Yu@3xm_5Qly2ZVN4Y~hRw*9 zW{3DKeCzQBMWj5n?o%8=2twI9o+>NwJ^(}4?QYentrH(%2qvr~EY@k!y-b$7Cl4V7 zzD$^RPrhytryUJjB_3q`rxY@-5|2XD_E(9--4n4$>RwwS;Gvd-+@EPE8OmVVEY?KP+|&Vqi}1Atc6S(w5V^X1t3^l`fa5iEgWG zG?aioaF5quD>T)_GFwh>)6MP6=`Gg9{Xsw#=w$Qc2R+l~^z{nr#OCz2%s8iCd3|ku zpzo$YXH3>%BJJFqI`9>!x0kHrV+vi%fz5pd;`@>O_Y2lV+qgJ0Eg*zkK2^cY^W2Uk!3T3#X2qOLkP5?E<|E(8|q@? zU9{gpHq<&c8cHCe4YdK9PKFH?fyz^$6C278dL|ocR6(7vp|)hkIo*b8<_G#l3Up3I z=(M36_zKk9v!ULs(6!i5cNK{59r^KncOm$uE;JNpVng})ILwCnj2H6H6$tsK@p!KC(L_82 znrbFuPRqr0=yV|H@fcjPF*C8XdA}`nib!~7lBL;f0ur9}dZ$pI0OU21@XUNW41B5* zo|#>tKm;W`YZL^N6NQZ7PhmyDK*ujEA6MfS|^8~8OL>K+KQ@IQ@R z;(Fh*srsyUlwqp>lR(RtpTu**@*p&AU-hSMst$)W;65>8w#d!^w+FQ94rU^_ho36OUoUKl^dVZ1$aQw+9+w`b#1 z?H*k_aPI=Na>BhkG;JU5aNgd9I1P$~y~_*xVFki|NPgIlo+8*u0HKMxcZp<~0Y91| z*SPA6^${1Fg4f46e0_{>Ajf~Jb+N}gy{4rp*2VSMDD%2_`J(C5reTiq`0gwup5{Bj z?&z$IQ3=Bc;WKiOD-5Tf{|I=kg6b6dlG>u5`PXb7@n zOUil^ogPLog6*Jpj9u#ODD}5S;icQ6^2Uwj{uZXmZbtH^FKZCL`DBc86r_KTu0A5ehFfhkg0%n>CTky{Ev!_W=iqO9pkR6qsmN|`NLSbOqMr76D{gp$ydpT|ZinzCA(H*MOo8^^bgcMZ1dzD9_Cq$4ZgryH_wr|0 zt`0*U6p~>1CqP?Iu&g4Bkd@vGs}gJ=9%CJ_If?LzZg4`Kxe{tkddzB6n=J0_wN8r? z$kb@}T?T1C++g9bgzhza#RiD15Z-emAUM%;Ny^H91y5jiH6dpoY#Qp4Vv#NgS zI=|E?N6j+J{ecOVx}$Y9Fa{uTxw!Vwgb#AWW(nSqfW+on{RkHKQq+PR=iMls8O3a| z^Q|(ug{OwnQpX2DE`;zHXyntpx)4@>3lKWfoF|2FHPB8K!d0vTRdSboCZa9J&i_!u zydcjo#ar||4mO3i0!+f}Q!INJ*h&qhlxHYcF~HoKpq&}(2ih5D%%(OGWnFEi%Wrqe zU=s4{B`IB#k7UpaV(W#gbdWjW?|?|kE)x++|B%1YU3@u`$-I=&U`fi(M9`a*9c%EU z?C-WI%E+BS^+fqJCuf?2F02Kc4&< zK!eY`%E+wBAayuCSHt<4cQ}rWlTSh;-+Ha5AbyXc(0-TZSq-JGvUpV`^uvqfX1Om%$UJRRQ~8s)}U%fhZWKr2k9WZD$3NzHy{o^HOloo3n`(Bex4#aFYO$VXO0)hdFMTf_;w{-z z&5rxul_S+G?}FQ6N@_TNU7Bjvx(?({H5*w|&1!4qc${VS+n^EYxhdMVBFn7mRU*sm zC!t-=EVKAZo@Mq6FiTbZQ)Zd%^sLHSs#&>Ig0tk)&>C&~)Ks$vt>vj^;UHXCeDJBs z*y4-OgoyLZW~!?+`h#9(GhESAlVnz#d+~Ld7zW+&Wp)yv`hXY_oME3F+Yw7I!Gj4W zdf2?!(mypCQ_L^A-gOq zjk=8FozdZ1I?pPk^QdR!7vXkc<>vQtr4WOt+C{^@FCX@@Iuwf zl}&?v@C{k0a?NNTd^2{nWRXdHqhht+{Ie=L zBswDgcl~-+hz0BW>&=)a4~c*io0XbYaD-Mj@z7|j*Of0@6#;?u<=Q~pABp%5-_KYO zW>qIz5HRDdHlN9ix9O2y9T$`ukQf?PkXY^MMT+S63|Uqf%|tko^PXDNc!-;oUmJx|skwESUc$ z)?q-JrnJRkofc(&Jywv7f@f=WjHi%<5DZpH6O3OORD*`$NTs`bFGiMdzX`0()UnhF$PR9{PG|Fx6chv5d}^|TKj>vEohdZ#{}LN{g8Q-9 z&HcK$@3d;Zk0cyc%?}Oolz+n{;4wA=Nkn6%eBXA8%Y9^^HOlFtbW4aOhAP64#dC z1ZEqY%WQ@?;8rslD78vaeRH|7rBP|M$~Cxp#4h=ihMM(gq~2^+`i9^rZxF(QZM3ut zG0QuK>jRaIaGnDWgcT!0rGC3#Y$gVu$&&{Dhcbf8UMbdB4sDq%F>y^SlUS_lT52R_ z$y2cnDezU&Opbo7L7XmeVTPKXV~Y9U~oJP%oq&5PX?+Y7+juz1_gu5a2s_tnG6Q!m!iDE;LiZ0 zJQ)00{KbO7*{>-I24BkKj>LEA?BU;g>EYj^X5N5r5qvJ+$AWz8eN`i-yPbgUU5Dv9 zNf#o2KzB#ncI?iTgZ1I^$_7ULG*)h@H?CgEU=aV`-KuY037<%At{kfLtsL3b8m!lj z>Rz>KWwX*MuNW!yUtQW%Zi>o15NT9t_4IU)Y+H?OAY=sMLf}db2X+KbRqAkat0@AM z1UNmioE9e|x)+c+l(vXbs*IA(c#z>y+X|rSen`fQ+D4;ndE}W;*1Ik(1X{&otKe5v zmWa_l%G-HIsOCy&fy|)lX|Ho$obkl-Q3bnH}eJ%zcEiwU&nfyDS-GLUi#huV)2&j0mS$E z-<2bPn0LW#8zjZgUzY|DTUAo-0OFNK0I}4;O}cQ!x>>~&9{{+~tqqz-BA!@vG7(Qa z3))ByA23g%?ET~~qecE1n7PR83ki;X(vY7Wa} zA@O#nf*p|jt~Ph&&`=8}OIZUiJeI*;HJ{yQaE^>X+6@|6!tb!y?Q01OzdICZaj%Od zlh!ihO_blm94`m6!B7hNxT$s`;de(t({RTN(>j^L@1903! z=hT60rId|H(7o({DreDn&r5+=+Y!%WRsGR;-C#RLU2ALGRD4oj75tsimP!k9h(uC2 zc=98=M7T}S0qB9w#cs~PZi|?_Ue@h|_YsSATGacvXf^I^!1ubk_j*VG3A>wa7?dsk zXe-hYC)H3zGn`*$yn*&smxR<0Qf+2qpae1s!YiSvCJ5O+NM*`Fhr)n`HjBtSAq03A zAx4=9feErr2rPA$vS1A_<0zgt+o$vVh7>ddd47W9GCuBQBb^I0rvES-VuI}SO5sc5GW_^v&@Lw`bd9)-lMBT5 zMftHkyAW(0+Jz!Z;xgJsw$F*|K!M2i=0~ee3=>$;+eEKho+simEOm0kWtddb z_50rn)$jj5jmzl31bY2&6;@`A-8thj-sP2IedW-W$+t0aO&Ez->|Q3b#ASQ}DezU& zjLY~pgE(E{!WPMov;I>G`cOS);uoQ5`-@~EE<>!5^I?sQ!6o{{#MWjfTIv)Lmtm5n z;Rpe789(+;p*{h~Ya%Ygd^-$$s^T)tu23L?;xc|y5EMai89S)TQaf@J;Pj>J?i5K* zY*oA@Wn9MW3=5=)%Rr}b#<+}Mv#RM{Zt|@Vp$$oy0_>0xs&U;a4S^8%$`8UuDSmD( zFGTFB#ja3iSD5>E4ZfEv_n4*{%1Pd#gz5Je0xjPuw@1I91x?%6@9qyN2t~g)DEi~X zh601!)%1;s!DKqElAJhU7ZlOcaSgVQfq0(l%x5b}OyBx1DWp_xS1-$*3vln0s$-CQwR?}HKX7_Il? zFBYT4eoaw~7UqU()VKDOud&Bx?H0#p@mhIfvsS40z@Y+!@j!?)1YS2<^`SMZ$}5gI zW;vu&7Qc_rk!tfxfTnIKQ}*&lW_>oG707f`hIxQbQdC;o;vfJF(2~&e zh^V*6xufQ3&-gN+l_(MYk9d6HL0Jl$>bH=L8I*Nk`fMh{vf^VU6|Tb~orE$pqMm;4 z?Y<){>%X9pZyC_zLVnEZYGGNk7}Y>IMC6}zqHfM4kbMTV}<8T zd?wX6|3h_kah|R&ghp_JzYpXuju~+J8u<$NrRX2(rSAEw~XJ?<4^Sa}QxkJ5<^@V!5mA#7i`VJ@tYE+{^Dk8pAUlS2upMrKd zBfjvJJmTw4n7bn-#|w=X?IqU(FuXqlb#e7gjrKZ<+qsz24h?{)wWW>`y%3fF zA6kIVG4S`Wr4YZ%go`1MOaLcEuC_|N-s)vY!&kzhzjku8_Tv&~zq#1$FHO2L?6jT+YZm;#1J4WK9 zY*BA7E-byhkj-fT{y-Jh+be=cV2&0$->j*I4;nL39ht=33$^~#mC(czJ8-Sx&MjJ;pkY?a_T-^xaLW4TcV z5LRv~L$E%2r$t2pWA|Wdc!)(}+zQlSMsRf1x54joV1odV9GwSdZHx)D?$uY|xpG1z zQ07|yP-ciw!3Y;2zLRx+7Mtgg-f)hHdtcqxP{xN94!k_dzY}6?YZnU~8^OS^$Z+iZ*^Z-Y5>@wYz&kD(KNF` zXMhG7uigrRN+KbTfu@=(EL#8=Ta2|pNJjveVD8zVfnt=&d4~xysHVjEsin>ym%vg$ z8AYwBX8kl7TvFXN1wCXI@eQZ>tg1iAv5W1(C|7fP0waO@>%*{g;Yw!Z?vxGPMtHx@ zmF_9mIJ}Q_8nC5l2eDYEm6yX`hIFhPex30K+S?!w-^#{731sB(S3%PW=J2_|;W5gD z!%dKF9B!$z7&+X|G>X&BcIlknlY(L(r>{V}E9z3YH7_a;fw=~`3BYbCH!A&*wIH_G ztnBV}34FrKKKkry%>Gd}#00Zrv76cT;4Wv5&95N|&gUWvrJ9Ow800CV>YSb)-uP8E z0!l$2EZu?;W&WSgRAcpw;fIf3`~{ieYx1OJ>a?6oIuc%%O9 zKT?_3>GX4s0@`ew&h!780%s`CqxGos{Mx=Id^;GDrDx`OW`7D!G94~+o0L!8Y@qS{ zOlV{=VX(MOp5G5iICy@4gFNkO7|%bSjet_f$n#y$bOL!E6Ntz75}r5VwW)SXolZZ) zC{{PyrnCC=6ciJz?j(MeAaOQ^n}m#KW6!Xvg`Sgd@-n2(P6&k9*9>5zlzokM zPR?U`P$a0ilqK%zdVCcZCNu8o25;BHWa&Df6?)=UA=Nw<@^}CxVt;*QO>~CQ4#JtrYR1<4|6Zwzseq4gN5UUTMegy$}DRgvj|MOlj6NFEVg87}QgYXPJf_?}@uz~caE8b1C?8=Z3 z=65hZJlNp(_=^P_uwPRYY_Ly%qihc|n8(8m;CbEvgI$q!6RrnBY(b+hM+CthEtoua zzRAIV8oaBluWRxU@HH^m3*xq8ubR9Fg8B$Lr0b1lH~6TBEA?6r|IlhTgV78Yn88Z< zlE{85B@xBl4-XJfL$4lyWXu48dGVYupRk^uWhOr2o?`9bS`|Wa5%!1b=&|08I*v$> zghsw4P)_70U?RI&T`d$~1~8M^MOB6wTHv|r;Q4tvcy@3H-AV)pLk~8s6O{X4^HAep zGv>jSln2#G=7BIeY6hXI6epRgbBUA8xzH}>NhZFMpJZN(zwl3ak~s_2#4%M-;KHwyZ4S@W*2?EG;@QY8S;^$MVg zJu`Vz2vTxy@kVSEPbdg{A!jD1q5_J#`s($e_!>Pcg0oaK{X`o3Zei-JiAqBwgYZdd zW=O7y`rt^_?u+wjxeo`8UmUG`5E@zh5?HLSYT-Mn2atk&C-oJBIA!Uuozxdu|0xB1 zxuq(Ec;X&`rr|p&rW&+!mBdc!bvQbHTo{8(oDwFsHm8K8&e7;^4rU^yNKBIM#Q?S3 zNg%oJOTiWuvN&}47gp7O=yC*bJ$&P)roQo1fe#&S#iVnZOyKSa>=F11j#UCYi|8(+ zlxN*cfgKn8|5w)WgfAM4-Ta^7BJ3jUjIf&MHT!+N-3;UYy@8g`M)7d}fzY&l?l&*O z3g*Xr5;3xb`AuML%x|f~zG;@mE{fMp3hBK5r%+z^l9YbAf6hQvxJPgyO55gL49EF^ z?CV+8Lj7_jFH`CY6=g@bNv^_1DQl>L+B5pfsE{rHQyNZ79_ za*-^C{Yg*B?j)HXJ4t#JMv+p$;g7%mb7(R7mF z_7Katz7c;ZJ@a@xh;T=V0-*XMBx5>CltFZV9AB@>l!HW-CA<&6^>)wU9{Dvi@~H{k zJ@QnBy43q%9rYx7AD)07Q{xHMneaZS&LzAL4???~-Uoao_dXo78GhlP()%z+NO$ai zkemQ2`yr@@!jdG~tU1+BVvyx7@R^jc^k|pi8QGd5Ke#K+Ktrs1X?QvjNe!Q5pXhlArTh8S70 z%QAtr?XoO&0(V&^1+M|dJPPNgAgS4m$o3g+#^YJlLia=OL4=*BI{M^em&JbQUDznQ zq#D~2ahLLr+}8vKJW<5SD|V9LX&$xB%}*NqCX)3@eKqR zfbsUnQUOZ+j)HD)vKi8Ivak{zhUyB+UoKx4HI1e})n9{m@_V7uyf9UsJgs z>Py`Z!5Q7`^IPL3oWm7^O9r2(%lu%EG^qL2iLSu`Sun=-Lw#NO_Ct%d_>_x(KeT7u zc8A#y0f^T9kT?K^`vPdb>c^c2$Abvp4=DhuFF-OAupfG%w|kEL&~ebnrzZ6M&`}xc z(*2Ni)RVX$Iuv?LH8!dMOYDahK)am#A$%p@4-Mik{FCg5K)U1okmLkV*}FkK zl;YI=P~_PUsRKB$oYE_*-B3-uUFu-B(a4vL&K*pO0l=#jfD^kLdPN9U(#E<08+A(2 z2Z@{7-O!yuV-UNcacE@O4Pmjq{!n8u!*1vUNWi)q`jA1IvSpZI_deEpNshS|W zq5Gj}xM9b{-?JOK4hP3~Lou>sH)H~9+YMRj1n!1R3SRSzS&VN;K~l3Ak?k{DjN4h& zLU%*|iwKAAhJJ>PvP3?XareXbL2BsL3X(DRL4^j;-r()1V@GryH1eqmeMhvF)y*G3duN^w zjt6(ptwfRmwAKll#4XzpjE*iVsB^`ZO?57@WxEL4<=nF2EBTh~0sMu3$}QV0R1<2$ zCRr9%l}n%&%75yHZO<2%;WMT6ZI%dH+ao1rUlVVTOM!P)Vn1nD&$cAnSG!3^+nR3uJbcqn!|A)}=9bF7A+0mKU+IDo7 zI_-wgnk3!Jfi#1kVZ7m0I5LFxX;yV=Luk+SvX#Ee$F)T8|Cx+`Ut2#Fg!ZWn5+uS5aUsgMk$j8`+a-zoSY6dCw6Zah?p-h=DN|O) z`@Kx5vlId$j*Q=njZ)T5Ex5z*RbYpxSQUC?`~~bB7eM31YSdryjyg;fKM%BWE<_JQ z)AmI%x06K3EQZj2S^(l3h+G~1EoH#SD1x_(4Oq=p2I=%B534O6S{-s_zZRF zk+F5uljwg~4n3yE6RI=ee^8xE_#gI!b~*hI_)6}77{*`tr}RI};nJr(5Rwx>W$z93 zP`FY(5C^{4^guXcXtPvR+}#vCkb0Pkw_!Ul55@Gz~ZImGQ`M|eU=HVZJ%YS6S&VZDR@mVc5M8n z6eKmP5!pVY)%bE&wa{bZUm?OyCzU?=*k!RJ`Xx5XE~&=GWP*1@bFPg=#dxvO<@2zP zbJSr%GYe?>ECi3x>;+BR7nX5k;4ii#V!x(xN8}HpMH3)@5G`w+Gl;fVaFv`W z$}|2Q(fYXU4znY&19ruHS~V*e!FlRmctIUAL4Qh5Pn=iII;VoZ-ihat*nQzQKuAs zkh!Vd4?Phy2C*OdAvCh=hpHezeNJp{m}0X(#Dz-bgA$e)_Y1pXKbn{$bM*- z>++a(OaXZILtnPYEZGm4z}oghmO6p^A(MjF0An`e_fnA5Y(`}Jj5gy}Sk*%J zL&w0p>741FeC)E=4;_h(vP-J5Et%l`(7D*TloO)!y`v7>51kFPeD;AyXfB7Q;rk&| zXmam|gmmG4=yU;yZy>+`jJHos8L-CN$S6U)?UgLKACk+MT#5aS#C}Mc4~lPd?T2oK z5%K-d82)1WA@*yE_Cxy®Uww3Xq!r$f6V?HU{oEstvDp>ltYG%N20klgCUzax4_ z+;;5R$xE{WA4_YMo896+fI#vl;S5$PR%86FjKq({eGcCMsqt1nie$_U(0pwwSXvj7 zfEFK`*se<=# zS0DlF9_~tmG&RD*%+bqO?0Ru5y_(E3IA0vATTh*ej*67Gk`AW#Wx*R`LyCKfQ ztcJm|Ua>EgqNgfCvkUGQ)a<;UvUI))k$0Z@=uCmb5!`uFgdVXvlD+F8f#N3MPa{aS$Z6o_@C$i5Ji0rTO zBm37$Lw5QG56gniAbQ;d-lo?rbq=L^-K`K6hnrN=_515m&`#)gFG(2}etZV1B6b$d zsf?bH7qF^@di~a3Pqn#QSt1a^>vtkHO0fX7cqJyONnc+ERdzYP$Z9CP)Z6c{W#T13 z%eR&FEE5CJwEbnmp~^5|`yw$;U;kicm^*G=$~bTa1=HaS7R+=RK6iGj7>sn+Wn#8h zW25ZM#*D!X8_CpqN~zo((rq>qZ)WiNhbLwNhZi&xe*Ggt=l29np&M!bM#3>FH|z@S zT#nHPU_{(8`eppZ9HZ>l6gfus1#WO880g^1r?Em_*XSOMI&NO``$m5RIO(%R8OQG% z{a)O5?7AuRjRJn$OZoOV3*Af(D_7tA4<%Di#oZ2fkE$V8e~Dx!*gZP)AAGapaF0%d zMn0XbyGQ>Fg8(;!3h&oEfJGAPXD4XpQ+LPiJC+n{N< z<`ZiO%R9a~dSMExsVq@%3rj_4x&CL$l| zBK5Mjy#ltZJby(rdkpt1C+cLbyn`VxtrbP;-&)W}FA|sGc0_#%=gs$GS1@9Y~mN zdp*#~soUNPP21OP&UFL5rek8H+%hF=hkPV`kQCz#YsY;^+iIEKFWxFi(^WML-;V*U zocMkLnzoOxW9>+yOV*FJ(S6K`?)M8s_q+Mg{pqBlOV$t*T(6pCe(0N1#)%3`=vY)( z1?$)hCjxui=rgw*x^-7u8l@Y6&6PXp%&#$Ylt&un zX1Ug?)HcybH0f#SV5g5O;&_Y|Q8G4d;$NiPHV1|P$9UlYXyMZ+8ZRKgLA>DQL>a7o zE-cNuY3*+$&LpIhOwD($Gl_FxMEp$RT>Qn(B-pPhI+HlKymbWPc_6B-Uh5gDZz(tI zq1*fL1ByiLyr&gMCn$B*Yw-D#`oOlH7Q|lG8;~d&3K|2$%OlpWHLG$2dzS%ZeX5O> z(3>^66t^Aw$4NiX*iz}gx;ueU@@!)dOC4?#Se_`UZN*~?KlM|e>1LBhw3kP zuOvy%@zb~M0CrX9jx1hrPko;-gUjvV5!N>-i`GJ+;W12tPA{8d)wM*(!AJ!s=8_yP0`GYsmH2doz{4% z(U@8Y2F}$ZfHDjX-^jM~3uuqk^qGBfOFM`aPG5Cj>JsTNN@+lcETIU`y1ufXrsn^aLp*ld8M^2=0-Td^7d8Zt#fcn zH6Om6G0)?X>F9_(PiuU!(bzpPsF(#~;u{%b?&m{FdyBt|OFWoLY1+#Ixb}i_Tf;cD zh?!GTX^u9tRL&!uOQmx8`XR<;lI0ltt-I>#$O23(oMDY(8Ql(OPOOYBpd+2wYhSkq zF^BMI--eAk<=z9>y^xrOql_&`)KwcOH5#RD@r{^-WnjJhmDrL97j2?kapk`Tp&;TN zJ^+olS2^m^#0`sy%DG2hK%T#PWZUZgp;EKCy7zie-y_?)#VBpJW4?s6_-1mBsHVN? z%f_3iehPCke}N5#QqY%PYKW2p%5Or`a3?b}FtzZ91q2KXl9Kmi#In2xh(!!J34|~a z2R)uRFtgNIgm(%oET!1OY?P*~mQ?Raff0u#;ve3_s`}#}E=G|62aHD)8s&k}{_+6W z#Bg1E7tr##COjgt6q-(gi0lO-5<^Zz#6;XCB9=NQ5)lb!H6=<{~d!>3UNWhVvQ!B!mHr-NKOJ6mlaH z;1Xa&unZccsmz9P{{ZVfrJxVg!~G3t+CKN2r;uV8)%@qo?mlzL!sO@6Kr83!@oi|@zWl^s zA>QH&vXG&DL598{#_H=Mv}EUppGz4FzCkb{&S=3*nBgq>Phv3k@Cyg?{T>@-XFg^= zYEIE;b7^Q)WhZexR^0WxSHk-=--KJYO5Eo`iclgPHoqDdDDLl?VPyn*v&h@sjWoXypu)`G-NHl7FeGt$-OEbVffjtLZ`X` z$(U!ii=ERb{GaM>*zRUk?hsTbiH-`3#*z=z;9B0nIgV{dppj2A>4$GatZp&KwqtoZ z`|9A%y7e3mjGh!)CwO8{3VUHd)c(d5Sez89{v=KcPlt9nPYUss{G{;T@E86mPYM@W z6=QtuO>#Zh9A`o+Tme(h3ePgn3c0viPYauwjtdKlIeI#g z@f1*OLo(LpOb7Gz6m(#M&LhOw@XSz+P2-B+*v{cf(NF~r28I8Tc_aJbC^6*xuxnk< zs^!tTo+Fn>>j&y^*0`?c>Sgf>q9hNC9}N>|F7GJS2IQM8M?WzMi&r%G5c2SV!E1hm zX*W@$-_G@p1If8Y<4jzSZwxw+^mnmS%%pvixCOFkY@zkBhQssQ8cLTuluTm=?T!9n z6>!eFysaS>e9mf)HnS$fb5LRnR!>OFOBheWLNUJOW2tj^n&qA;;% zuN4*?Qh$QkSf=9VJry10DJXt~y3zET`Ossx3xa)($UcG{Fw$yVoj za`z$DzT^XCTWtvfNt{15p^@c?7K?Sy3w0eHtho-a@2?MGwnd1EX?BHfQ3k zNS1FP=gNAT0(y<{R;s zVNx?eu3-6RBJ8mIUIoA9u>8XXqW{7C=zppZ^xcQ$Hpt1%Aro;p6(Of4mgkAXbW5Es zJT=Lr5R^!pWYX5CCDoA>;Bnh4j@O4-)t%;e{a4UkT_w3i8^XxhF?OBJfUL660d6QMB?w;eTF>J)dp zZW2!yrJpn2@v|8bB`-;NJXy^^Rh$f=0h95B;w7wVp~sW!yqv2qr6_O0<~kP}rPy5B z{y08yL!*ESVaDUhjrc<6@#LU)3}MnY0JL&SUjv%9FMTmsh_^VN6pPtDAa}iDtiC=% zOLjcDA!RK12El|lqXjczhU3XMi@{{_6H4ZL6E@1ue6I6H!A`EnYIS~JNGBQY|H8oZ zs}zAd4kie9zxENwlXBlGarHM6$CJ_tt+35?Joz6mB7QviZT!WKC)uwlI-WeFQX8m% z=dGtz?`c8^e{GW^@#Vh!bTV1pemFUH%cP&_iO=rXdbt1ju)XV%>G5Q~ya8D-2H{=_ z6hsl^=xi%f=Tk7v9^1!zvGsrAwmTS{=K${ys=S?hCgGDFKHDRuJpK|7F#Lp6fm8i6 zk}*$6_qI)7;&611sAZms(sH;9D(k7v@AZ$qnRT3i?gou~i<5o=I-k|mPC&Kqm8jEO ztuXnaro;2}@z8eqsOKD2ozzP$nMhB~)6J8DyXjW+$@5t&d*wc#&G@0FzX2oD4GbC~ z;)GW9C~-pjB(%$ULW{5DC$uAgXBGdHC$v(6$l4Ge&`O~LtLwj^5$d?q1KPt*t=HJC z8>Xu_gU1Y9fSEb1Kv0;4d2U8hD&EBo_Hd&apB7H zQ620L{Bjih)deT(tCq1M$a(|?aqfHaWlvT?sO`9tQ0n^9fmeLXm_}(CwW(Qqxao$M zfnzdjqANQh@y~%rtXg%%5vvYdPD@rDVU$26y=2u9W-BbAt>AC775q)##a>P+Gt%N+ zT&)f+`a70IV96x_czL&1Cl7Dg#dc)magtg@*v!=h(8MYQ3)6&L?D3@?1M(xS8?$BC z*e)a6#>eK$EAZoGT^6gGXMhcLDD;Ex@w@OB+vBredH48Yt;bDlw-jBzi5)y(J7iv1 z3Osla{HvKYV{_oTeWL=&PcSvZOUDixs?^G*MvqLEVGluG$R*sUYv18>Bh;hTkGA;i4^mwVvc7(4cXpx(#21evW}ss|5KpTH8k8oTD2?XWNZ0xEbh(-8fXycH_I@6SwW5 zeMe-@$hH;uGHM;7uK5t=Sz1z^52So+7gbWk*RdFyYMb$y>^)=i8|95~p<<}gUulis z%${#4HEQEGSHBK#tTNrBxjH%&26`mce&2^S}5|fKo&sHpo-{4U>QmvJp@U`d~d0@F{58z62ycgCJyJ4#9 z|Dn(|l8=0+Kx`k$kL`~N!PcQ&D6-`92W=z!J14S#C=l6a^CLUsmLj+|3$o-X^#v=jQ>OHu}1{vv~MBo0P!Q(<~ObtQ!zxOg5YO!y`x zx1%nBzoZvW#Me}>(8|WcT-|E^J)Wjk1sFgtJT1J zyaNwgXRZWVId>QpXxjcdvmyvH%Pyn?xa%^3h;Jmo1nl7Nl9Ul6vk3l1W+|AzGsJVg zUJNFae?;>2Yp_vvzFxT&y+0$t-k;!hifi8yGAuSzZ)NcN#ahf14nJt7{HjnK(Mp$& zoC$v;aXKU&acVYlMSwm8BjTq+U&CMQbcp@RdpaZzV)C90bq$XWwJPX7XyE-lhysP= z>GtEH=kwDUTZ6o3L|55}bq$t=D?_b%tx~EjhY#p9ORbm1Cs)hClPUXJ@9!TSVV^{S zG&WkCCe*3dTWgNUk<#W#m=yQo<4HD)1|#> zD_M=NR`!QV`hOFTIsBYS;Z^-Lk}=Pj&Mb-#66aI%HOl5WRr1-QF;b=mKkrr_vpCMJ zW>^P<*u@b%33Q8rBJU zhILFk!_p#g)p4Cxm<-RoFi#)PYp0L;>7nYRUTQg0tmNrtxt(s#=K5R6t?KAZEa!{@ zXtF=ljNh22o7-78Gkx;rbzb`3Pu_^P&`;hRAqO)32+iI47XMpveDa3B+->6|6^_3y zO=M+N;<-zK+Tym7E>r4M_gPpwsM`!peQ~O*x|cZB{T{T-d8&)AjCTX1!n*lG|i2ew*# zf}2uH3Cbg07Be>bV6k`Z=;jPy`LGxhU^%g;v_B02PwwJ=f{i+*l>^IvA*ZxwX;w_s zMV%1Qb&K0FD!6U zkIO%)rxh}(C$)*D?uD~WGx4CClWaQ~wba=iV*!ZnQF_Fz?zTgu)9;T=iTGVf;wbcY ztg8RS|3qV(1bK~w5?wnoGPLc|TBTKLsGt~LJN^QlRgETgUP8|#$`uToy*z2G&r+Q> z81p5LMzPqfPS5m-VhM-bGs?%D6hs{nn;71LZx&7j8;Y6`jv1Y#^BJaDU(Il!6m-Zu zn)OZ4w0+I`LQ@C>aI^>@h9<;wO9arITAKh`>g z?X?tRtx>oe1$UYWc(g(NH?wW>u@v(&UQRi zXnw`Z+B#!urqLG}pb1&VVz(^kPDu7WB+CWWmXPcR|6h4u11(oorJ000lDzy9!au&`jiYV9w1jKYvuj;;6_oZG{QMW3|13{UEPNIb%Jby+&!KP`N*0vkh z0HQ-Pt#+%8Gqg+W0a>WvYF*l`tZ{H!d%9=7ea^Y}{M>ub{i%9MT*F%IygK)sea_iu zpMCZ{`{x?H>RT(@=6s$_Ovj+oz_K}if~Ng%&QuA>#L-7)d$|&tLxg=LQaPObUrF_l z!^!;H^@Y|6mW|~9mY?KHF^v969(Fjf(^pX48`m}e-0Xb{5i_2>*AI}^>wqh#R=;T= zv>pI^$B;jTlh0cup$#XWO9n{ei}KTW$3SRox}rpJ^I4BE=lkx!96`d zs=N8AzGom*Kd792ha|MY*&iJsjc?CS<9h}|<8++8bEk!~p|fZ@s>%6LI%-6n&CFpu zi{>UZE)!j{{`z#n5t&hconyE0XRR!!YEz0v`3&Q&kVZ+x@fu|cng3%#zz>IKgWI^-I+@MCnLx#iY<_Uu z#@BsB=h%3rP`H0B8bw?+Q*k`^r_$ojCKR0iLt6an4fOg@vuW{XvKi3AYHvw)`lgUB*GlRd(&f4V()Q~7v~>nT+ZgGhQ&v+b`=;#8v6Ow^04aM@ ze#-7YV3gI|#!bSS`b@<0klT1fog8lCCYEIRetZJ8Gs^cGxmOglFX1Aqi?i3iJ*zq% z+y<)!$DMSL)r)d@6$@{6Cd#l;dlV?Td9<*n=2mKj8P};-QB-q=>&-pL-!bMioc835 zYQG-QKQ(Q2^mxk3qN-R_&VVNwbwU~t6~~_eDP+`l2tlL<^j!nBF1@qK|7Y3gbqwl6 zEgH~EXxhL0kC9Q!A^ii&Y8sG9*eDGsqRzWX^PeL=lkW&-$H|-P@q`5kZ7wTHKPKaU zr7&L!PiS%>Na+dvLvHCBWK71|JM?W5&xu3`5tDH|HA?V$P+~HI%<;6H^vl0&+33%r ze)*ORaLTnm$2yg4+wu(H%6Z}UMl|hzTgGRj7uQlpV1pLLjBO*uvN7NM(-USy%PTmN zmNyee+P8%8&G#L7GWq8Fo>Y?Ca{1YuR4G<#+g286UDzPLd%fZO98UGOgPQ6gt4j~NQ~my+ zZSQ>t&Z(Yx)_FzoPe5Ysp)NBYFAAOrapV7%;^y99{MjAk<=m(4AvC6g{Kk>2izZVv z4Y8)C)3sU(Pheh0PUcbTWMUlN{~V2MqDS>VeT3Cj9NveRE)W`~Qi@^nUvik=$}`Nr z>1UYpH=0BAOK>5&QMoXEInU5u>St)j#Oz~p!1j7a_hO$*y8kxMx=cV^BAOE}k?8-2X?omoSkhO!Ft*b-#bwOLs0&VA;^GgbeQCU%KzMPuGiTTkU&rjj6 z>lBX4kG7AkfSMo8WZuO-2~>y7C@O20$0m`@%j1aWq08flI?O0&6N>U6G+W1OO8g)^ zVd`B8lqQiPd^dNns&)tJ)7d#+7#l0ddpu|Y{2my0!mT>;WpE84TA14v``=;+@w-@+ zZ!~Tp%zw?s9d-XmPgHcMb8?DtOM06KlIi^`Hkf$19HO@srGJn3&Jq;b*z!@G(slxf`@D$P`@7aU!;l`vO3=;e$=jdMKGr5j$$}&85 zPj&%X*vuv`L-?wc*yXg(1 zv=d70>h!kD@CT5UJoe2Aj=^!NtUSkE-UqPas?5}Pvi&aa)}U?gQwQ!YuY)}6$kbHi zyirVClW>NNbt&3#tusYUDRpK8a%8_6l%$-xo6wk7gSQ-9#$s}JM7hU14C66xoMag? z!qam}nn$dpiMeQe2#stqS-oidEUT*wPz!Bk?+`NWK=@f~N|3+KGw`SS8TdjH7$#|z zLL^FHH6(Fg$TP<8^)p6s8ET|i5O=1=4e9^1j?S89;TQdkQOVRHS6(R$r|%fP%O(nA znDlTo%FU!|q7FGowKO7q$H{qyc~U>aToRmCLJr8WE)tJ8!{Wn={%^^i=j9piIc&TJ zgKhJBnZHeuEpN5rw=$UMMbG20CFo^~(#yN-z2wN_!8?yv4z1#CrJ*&17G_CM!Jm#& zA{VD=omLFb?@GToH(T*r7f1A>EzS^Ak^C8nUvf4dw)d7}k@z5TF4CGPO)j)j%e7km z+>BB=#|N!*j9Ib!)34a0R{Yi#6TN6Fb~x8x{b~6><$RvD_m^YM_%L#=*)mnn4y_e4 z5JL<1rxW~^^LgGnpP2P|F8%ua#ERd#KB5hZKJ$@@J!z$SJM3JI5hEj7G4Q9HZnI>ER3#SJT>QbfOi%b$LWD+VaegK8-fo zd&#jdyz`t3v&8e?Kts#2kRJJz;y>hKTxgv}%wD-5{bKxq6~A>cL@(N6SoccF-dBz# z;X}x>B=)*`qOZs|&fJ#twML>Z@shrYzog6LULS`_uiI1TW=)vV<&Z+A^!K7&PE$H{ z$xZ3EV~M8dr*BF>CGjFa`G}MMUJf(wExjr(*RkQMadObNc-U!X>=$#LShqvFDARj9bf0ruFC8WONMb=Fr8JW?Fv*O|zSS znHW+`>+w#%570EZi9H~>=9OEC;#tnK3T}2m0ChE;{C)k5@ z5Oq7G)X>w&ZD_sEcC7rSa*ML@%4}kw=>qLDf>a#8@l+QtHixJUGeao&h8bd&l&x`- zfnI0qY+GXwn}Lo&ovh^?`T&~tzcs|{h^P`%tBAKoKFoAX%+4|tb!artZCY2QwzJHX>JjC}@oR06A+h!Ese~VBEzGsybzJJC* zuXAlSzW)ZBfsR3)tcCBtho%GIdp^4`-%~yaNng#i(N5nKu8qHt)HPfiUmYNA|0zFh ze>)J`ny!sPqUe;>TpRnQ?COsNd}~m44Luo<)95PTvf2GCTze9l_RqCxD66?MnuLYS z&}4bU^N>4ZM4cS5@FtdI`Tm6jKF%oL$Apzq4~K7br^lT(#X(%jT}<$b1RtG91tzd_ z2Jficp+}LCJFMKMN;pNFU(VPnB+jW=UT9duTr6BNAtHok z2ob`C;MLZcgbN&qHPNgiSp=0gTl8+=0SoRRcsgdMdfxC@;bii3JNdlA4razFIA!FT zfTP!RVUOFXDPD0i^mnV-CN#(di;=n=ZJMr8rDXaloCDTBPXL&~yM&l;%d{)L#QBIY>ZR;}ZdP(q_B*eNj?5BHzPH z1Ell|`6>O=flxZ}>Q|$=c5;~%k2<-+b*^!7Adp;Qw(^53?_YlZy(Ft&e*b*~lled? zq`C!bjNC_CAwAW${m6a|>W)@K*+S`=*qc`Vy^#=hr9|Xt8EUGuu=MAM4eIE9P*|k zfrlhdn5dHX!-o?{nsGneK#qqLxxBr={-SFF{(6pgTXrSU@|$*lPzqq)6v5mnFKTC6DjDDTHoILnBbWAZCY8FTzu?pHI&Y>}g% z&>7242oddl8Z}CAg;S!v1GR@_w|>2yO_jQk`sMOJz$wMjMb@cgI|H@@S56bqu7C6En7r6q|>+Z=IJgBidwwBWZaD%#kVb4(t|_@uTEZaiT|!Qgh-po8kMg zy>MA~x-}ziy4y|*7q(8LL-!?gg*t)jO>xWXr%#ryyhWBPL(O(H%oA)?otD!;;$(7+ zp+nV=S3ob5-D#j_H|Rm}wk=c*m&$a%Iy}|&SOzZoL@?YzaYBvqyc=UxIN9LRnB9f* zv`U4`(XhS8rTcsTcDA#psn!%jf~`wrZwk6aqDXi8G`cdz{XG7p%Uv37(2bb!FuUaD zLlH+G1a0*|P)<1@{-ePV`U$igCy-BNdFn*!uy+`U?3^V|8nbs0V1>S#sfW5!8S1tz zajN6s`gEI7vWYort6sv6fZH(CgrmYg0!XfAIs&Y{Pl-e*zJtFn;_Z#@ zAxAYCkRio8nl`>>qK$7ffO(Z#|3WUZ?YjV**ctivp%4Eng-bH3A zkY%ClB(Jy5FeVJ~Of<3yN}sD92Ul%kbqAlFHOTvecWl8LH_2B$Sy(xEa{z);x`9iyt(fOxfE9sUiy73dy`EpF5==>#Umoqw_ zy5!OMH(`yY=%*i@|9iz7csmI4XA03?RzU(5p_Q-tStJ-Yk5lKX{^?daav z-Q|+&C*`T+w_mvX85BCnx3^mP*02z<5dK5|t%Y9K#kA%;i2vhR=;sIV-%X9y`Y$Xb z&JOh;{=dvLO%ba6c{GafC8A>W?YSRY%-0E5tS#nmjh^%?*KD?!ud>PL7}V{dOEoQs z|L@T>yDf%Et5iY!chEF>5Pv{&%`$IN9FipDwh~b%We~sFGX5Cytw4_?(2~vsVeR}A zR`n1L;$QG7otxu1gk~jn#=o;!VHxyTVk(Z`83#0o|7e;P-&iSw_>Z*`BHLzL16;PN z56fmd8BP1&Y;zXGFZL=0@dr$x?NyTpqV{S;9a|8;Sv`4!{_9{j=$r)c@38WlDw>sz zcR6FM(8iGq;h<}n$@C_3R;&%=7x{S!SH5@hr9fLYq%hvGFwEwLU4&oO)O+owt zeKnpo$s5Jf5p@!R_{|o{Z2k5G+GRX<4o(pNgH~ozSwZ3Z``OGxd{4#c_&zp>{|Q1N z_}&cSf6_p&b8R-he~isQ$DmHu!uMZ8(*f{(D2QM1J%yS}`f48BcKW99HGNT1*NCcp zX@InSAwO+@IuP2LzNV3s)q?o@rtG|X0=_jUyMUg=TlX@h{`&X)lwF2l^v|_vD66@^ zn}mhT&}4bU^U%9QM4cQ#{3e!U`F>vlwKK~10}{l)-O6pMgj2-%HZ+QOv!-H|bM-gt z6yoM8LcoQ&u_>-LQ0sy?n<(GGMz3Q~Cu$MpWi*|$O+i8Y0cAC&Hwhc1z(mwZ8^mum zP3H9T5=fYl)6Zd66Fsbh7m2SaihD`KUQ;Z06A|Qa2aNPbPcXpTW#uE43lw($2%Bw4 zd!gdK*!>|w5XtTj8>n?=&BpEzveD}p)QMWy{ZTZXGj^xQ-+;0jyPJfKV)uwTOva~S z8+rX~VoB!w4<}GF8|PoM5AI!LqbiJyH=A{qVeaZ05>z110KzcX6Y@>vUZ@Dwz>PdY zxmpy$LHG6Wv~@d_(*c<&0xKBzcw~tUCc2FZOH@~`?`({B@uhaPIuGew#(Oup# z9D1Ys9W9Jg;0b1Gc1$R0<=x2Y(D4e@at9ylMV^N}Z5N+NY7~c&8G>>%)IEHvujzR% zzM=&*_<~;)F4W}XaH^xj)6J^?rQb33mA^=FVl^PXV%??c9#e$L4;TZ5gb5YL3zJn! z0!?C+sIb=mO&GW|Sx9vhgY9n&s#-178WPOcHD&6B~)3uL?CvFrCgt z(AUk>FBk3+L0|8)P9>XszX`Z<+CKK9Y5(eCe9)H=^b|k8N6gqZQt&VH`0pgli1=J^ zBrWfNIWk4i*I$Uq_z?ki*)BNo^VBFkC$jGZ+rzqi-=Z{C}SSq9J6<0(dD`y|DB z&?Gahhh0R82#i}GOw_Z~-bh4X_&zt1=D8v;euf$G2#lZ8Un~NH{dJHcFi!PYR@c>9$;_TEZ{41LdBw^s&E6@K3^dtO^kczdNi_~DXLfSI#yQ+dN?A)xSa0NUpubG(Y=T#a$&aT znaZ|)rgBu|h7+qI=d;SJ<}+IOft<~?d1iAJn@uW@^hqmztKY5YMfbb4eL${j?<oW+drbe=%?>>yCy6i6)#&~ctOYfH*`;GLZX-LiQ=UrK1C>AyzQ0b?)Xy-RaH*( z6H2{l;ri{`L+&sF=^hf3m~;Qvr?ODX_kaB|HCpSRQ;_!q@qZno6Hd2b$h1OU3u+5e zDhPQQopW0`Jog`?kdXcS?nqhgiEG8^jtnGi%;E`DjC*4a1PtLV?!=yeS0 z2GC`S=JWa+G|m1h%4CJ&^J-eJAE(K2PuGC5+D)TL*r=Pvh&r#klG0@a+1bO)BE^H* zI$rquufN|(pd!g);qCh0Syj8Y>)(WwoWclmO}TCd5#m3Ud|3BT*O_$M9#1MV;kJND zf9fr{5kS05439fxJP-{dFZ&~OFu~*zPvnwp{ItHC;u)4mEq3OqXcVzCsW^UTs-A$c z9#Q8L3cfdoOpmBH8tC<*X4{=x*$i|HDR<}F(6s;EDP~7R6_x<8KgqjQ(pU3{veS3H zVrIFef`snKLxY!1uUHi(1wS|z5&wsw)`}{Yald^Ie0Y2J`6He;jua5>_;TQqd5C>1El)H`KkWc zK&XCDIs3m!LK~d@>;P%}Onw@_Fc2E2;p_!FcUl-5I+dn#nT#K$b4Aqo@S&uPNM*tt zX|jHIO2U$6)bE}VDpGLO8kbLedqaHbM84J({OehAUMaU)@G!w2FgOo8bd~3YP#0p0^8o;JAZ(US^jjj}Ca6;Oe&>d?>QFvebz zn&in@m@mpt^Bp?PQ)Xc{i5_o^jUu_`$!${Hl-m){L!R6bbsqekkULUxm{Uj==!+8; zJ)=NhQYB{yN)*kn@Adr6L+q)4Z7+Vw(eJY|v%38ixpy0zK-4)*PgK#DOpIHz62pqp zcT#yK#hr*SLDOYnN)z-G{Q6{&nTfw_5G-E&68(j1z!TIc;eK;2oK(I;{l+?}eAhY^ z^(ab~i_Zd=%}i&x8GH#%m9uEBUP=q$rzls^(J5?08kJWVGP}dFk?|>6+H?5BekL0;q<;Sk{lN>{7!uL7hiscrP)7H)FMf>UuU73|HAbvYP8lr zHz0d|7aU5Cc)+G%82sUzt(T)w#FZu$tJ+FtyWV<2z+W8=>&FHIwa&)bUK>wgqt`L0 z6V)Y`=1{T)O|!o?GKpkyDETEZ4tFRCD61JaOu|N8szlVu;80?=jz41jSJmMJDw4z( z4ke3NRl7sUk9^;bz}-8GLkaV6U|($6gD?FF50p61l3~9BnISr57vB?y@c}+4Rks48 zg0Lg_<1u_q@Hv`Bl{upbXOjRK(s;V{avRnTgy%AhbLML@4uYy1EuNQY6@;(JAF@>d z>*(p;s943NZ`xG8Cc6m*-?kxNlf4FdeW=+sZimf4$B=U4{s%Pef8&OIO~lqElf0y_ zW^%C8H@C0JrzFjzEb{jbknEq#PxglfLiSV^dHYI;^~vFD@{}aBaV9-IKpKA~KaIaN z5E`2n`6zN4z9w_T*)L0iM{)L#2T1iF=BN5E2150N%Grm1HW1qeXD_BF14=%%5V&mD z5EgA~HJbJ>w9|05?rUN)HqJ~<9gBD#vROvdd1!m#cS28*uR-P{lC{F?5_VKbE3~5Y z4Rs4sU=?N&dI?K;IsYoFn*7$NMUD$SM=O&AyUMz8R9%G#Aq;g_P@{zR#T` zt*2eY3G<(SwdJpuz0p1Mu~71&Qm$Dp^WXEB5jX$6Kz}jwAN%Vdng5RKw96GI+S0d_ zTl!dyyhgoaIR57N)M$a5a~kBCn8QBzE6~fLC|SS3_sgJdZ{LBl&$Zy3*@W-DS7bye z`M>$kSz++H-@jVz4GBv7ulKYvid*i2Ke7|xbG6S$euVHd;9g09sriJ)w6(1=7l_^2 zs^Q>=p@wP3k!45s*xynt9BUnHj2UeW8re<+)r_`^)m6-Bid9b*C&!2#iKF>Jhl5|Ss;zV$lAzQynb zm!soT@Z=7@2$Wb)?!lWd#(0ToXvoYSb!Z7kkZ-S;0>~G(LJjnF;?69@@|C#TsZp@r zkX;dGDCKoRWYVV>f%vQ6iF&i#i3)l96Y5Ny4Xl!KHvFk|^x57Z{usDyQdr-3n$6~m zXqx>Ef^8_pW)uG4zH*~myaXyWD=F=9JGByXhQr{|qi9esdmbxT)^=LW zcBfQ#b~_;7g5GegTn~N@^^S1%x}X|TK6O36(ok=x>Wp_Mfp5j0a=QVlp+?&&PorcB zJF93?v-^50+y-b=LP$DNy*4IidrP{ViLrCXJQshTs6Q+@?RK+Ws=>rpciNyh4Yksl z?XBdLRl? zl}>3lzNpSwbY-dPdSztl#Y89=3=J3gTLar{8770I!40<0@NBuLR+@0@m>hQX(exKO z@fi8cVys+LR=3nMb!$+xfLl-;S1F4Q= zzxmG+Wq}sNU0bQaRi=Wa=Q|E`W<*5mUELPCSb@=X+zwWNOM?C2pJv5vOn?h~(Xg6? zh1VT7>bcXzzR)Q6eq6}p61Zl19Le6i&J2c7bDR!3IjVwMyGqV<*{zq#)hdZvHtZt^ zGcCI3)F-%L+uu9PY3!c8tUKOY%moT|Fqo0d`q&jdw_$ffQw}jeL zI1oFx7>50<^*+{eA8WObwb<9Kt;5;II;btHZJoLfxctij?srvt9V*n;;b`5;USm`p zzBlB0NU=Q&G^bC!8%^O~<{q%i4tAS?bAB0}^YB-CPtBQHe;CNHkwA~YM+y7`ffos! zybxdmfoTG50#6Y5F9aBE-$TS?v~}q(M%ym^bq|3D2pql=U@3v834EQvzEuFX6S!bC zz(oYUOW*|p?vVgZ0?XC_96{iwqXFJe;H}31yo10|#{wKr;8g;z5%?d+0lY-uYsUk8 zlR*7MfEx%rPT(s97OVwWMBp6+t|0J90{0Pkg}_e<6i)&;lfVptTL^ry0PrOO6YBtW z5%{~40iGpr^eF%*5GWIvAn-W?j}ln_djO{s7+Vi;CV{h01^9ge+cp4PNZ_IofVUA? zvk~Ap0wn@f0*?^*0)f{E{FcBQPY1Y&z)@oW#}jz62=Fw4^_u`rCvYc$j}drgGr->y zc*7Y0=M(t5tpLvw*t;FzW&&Tm2;dt8u6Y~4P6DsL3}7pP@hbo(2|V{MfENgSqXh76 z0#DWe{))iRG{7){FSh`mCO|uI>SY3pI{?cGe4`8SZ34^p0IVi(#a@7`39P;m;2409 z{b2q)_TSXiH=*b~1nzw=zyk!ncMHJx3B2c4fHHxLZv(iLz>hx&@G}DE?gQ9H;QJo} z_#uJY?f}?N;JqIOxRn5X?0AYkhCD?H*rq5!+Z6fdPF+QSE-lyvUbnYgJ&2fmT3$iW zHWRH7oxFrJ4!<53!DNLxM1 z#3i0UXNNviY2wQUr1&jWvYX8I7F{UH@5V9lf!Ql?vcuCCIs#4z4`&(gFi?xM;-x_` eJC2sRjY_>+rQ>fB!o7!Jc4%%w$>CzE`2PTv)69PW diff --git a/.doctrees/api/ffsim.hamiltonians.doctree b/.doctrees/api/ffsim.hamiltonians.doctree index 559ef2d3bb578d1908728b7f4102b7b91af27e74..7ddcfc8dd7bcbb81659595ae9a42f2b1456518f9 100644 GIT binary patch delta 13151 zcmcgz2Y6If_RqVSN$(Ak$xM1kA&n4(K!gO4NTkFdy$vBSd8Cs_QHV4R5(sdHpcqB4 zVL?bDwq+%VV*LXO!dlo(gcY$7T(O|?{m;3t%uF&tkahV!=G}7IJ?Hn%yYJkWpD#IX zeN5wYk9G@l5SpD#eIRpCWUIN)A_0QiJX(X|V+AN*8U_tZGYp#QB^5|OC%A= z@e-?6tRPC1DmDrZ4$7#>NmgXdXi--~>NYoe*1A>|&6`_ZYAh}@*RzTx=6ZJ=C|X=m zQe0SEZC+dNj9qTGxC*7$6M40h8uy|f^p}9_c1&PI#^z$nIm^Rj! z62&dl(uq}MZm7x8q#tWCz_Juy7^c@b^~aeqNBH2mNY@g@0Z^H1fW10Rz$C>N$Z5zU z(g{dA+e9}E;?$k|6x+YZN`9bBL={Ml<9D=@5J7xaSoSf z8qcF8O`?T|;6hv|fdD2ZsL<7GTphX5!>-Lvi8^tFij40_kT3 zNVPJME|D?<5;x5Ob(UHSv&IL9j0IRO8f3XnV0jV`_Y^D%2`}M*`7hv0tV5fx3M)4a zRE8u%`)Mtd_i}a`jBa+)SmWuEV-I*D((i5Y)S==j{t&s(HuN=ficDd2+eYB695urn zC+cw3h_{g8&m%SOiF>G(jpO28wbhKRI{Ne_w)=`wBS-V^bp8 z9U2&&63Zsx;?8IK7pTrv!kL9IYzY=|ybA=ga8ctm&>5%W7~Gqh%_?m?G-nu6l*t1B z3Lvf_b$t~St|U!=3WZyU^Ey$uOwcA&~`z)RRzngjyVhymfsjtmqf4`J4prIH_Z2(R##TJN9kwi4lmy zp)erb82l5?b;05YT-s?17Eh+9uq!rxnllP1ewBs(6VV4N z)i~D$ba}WmQL83Ex0^ED-Kvb$rlP9wYLgLeZi|JAn+CZkW6*q4DqCmc$T?$CM4hbl zuR!H?QrCBZjLIg`)N_W^%qcG~=?cm{#M2`vB^C=NUm$&P^KJx_lE^=XWV4MYo$}F> zyKNxZgamdWNu&?jLb6V)=0Q;ohs9BO-68op5?LTgJqeOuQj0^9x2_qIt(k)g1a?IW z4VkIT$q5c-rctak?Tmk>sr$Hj*`3*fw*v$0fGS#O4o+vJI@o!n#>u4a_NE?^#&i z;;bKYR^cu9c2p`mXW@EF;d){C1m@tZtWNlib9p)Q75ygJ8A?6L&fgTai6aYGhRVj$ zoS|cMJR2_YVegh(2D5yXkLD|L6KH|LsPRm+FwT=07fX!T`)*VUyVt^qBQoQ|xn*p- zh4CSYaks>XJ!1Tug%L+&#z~_K*a-{cF^TbWi4l9F@={o*g%L-PQHaNtMnUh}ylmkB zX|Jt;mv75wm$i`p&NPo+E(p^#xLp^+TwvpX2!Jv3JVTuDPB-KUh_|0CSuJVoI@ZSp zJx$qP1Lw#7#G>&P$j=`xjoS`W7bMYs*fRqKBCjLzM!U2gAOE(X9f3m&;o_E1*nfMb zLZIaYoIR+ZflX8ds}ejU31!zsd$<)(s>;(5AAsY-mZT{m36=a| zGCr&I&n0%{#d$0~ko2w)JHH)K|9Li~a>_5jVN)5xX;{L(fv8opZ43)a*o zLrRG=&a@6J!9r`q@czKl_(#f$|tVpsInGuJi(aP4_)D^;}C0p4tBIW+ek+aJ< zP9P!F?q(^j$HE5uZD~KYi6r*b%bTGMxHx>q%UMq;TEK|AzJf*Tl3n-Gv`&1^4SrwN zo8hJQ?h$m!Z%SoPyV2Iy=P8NgaqcB?mm3^hu7eTFax~320`Gk^gni02DzZ*-S@4f~ zA6S343nVR1=IvQck?cf|5?4yn?#c*<`Lzb7ai=vX5*^&Zdwrnb0N-uJ3{o4-db`80 zCxclCQk}OsX6hhwJ(SaL{}ww*h3x4OI;C3VxQVDjV^e@2?;1I%KrVf zs^Lz_z}k@s!b)ocmrDlXg$&%ZF-q5n8WrC!tgfS_}*jx%lk0pRdV+8!R+34Cvnu#0c!B8TgRo&I|s$$KH=w{k(P8Ghf zUelKzJRRXBe9KJ#FG;HPK10K4Cu8yMY%7&}Dk}S3a zKz1dUgGpV8L~HD#Hl+1v({h0VJnoSk;YDj#ws2Q6yj<9t$KI7Z`M!-O-&PjMPFj01 zT3)3IJ=tRANh_3dsi9E$XfpfG6LvfrDs-x@`$mx}Tvl9n_l|f4`Zhvs5)R6Idk4PS zdGb4;#k198XMo^O23QF8G%OqWquIkPJU&{FTlIu=sudtmzK$Y{S4Y)m!=A-%flTKVG z?IrA=&w%SQ16T`Jt&=w~d(iH#n;5lLA z^^RhNt9&YlJL1ouA0wn7f8YLMk~eyTw#f?kMERarj0k)TU2A&`7Ds!wjeAmh=MW#& zxDH~bRA|H;Z#cCl21*VYHa7;q_GV|_w1KGulT-T*=$By@DYMqYv6jdntJFFI1z{F& zaL5zj;OS@&S^W|;Y8WleAOjAw$yt5Aebq}*bs?z^vacH2L&9KDi*Eo2s9tdxS&Y7IYH7;ikC2Hdoz~ev zh8yxe@9yP#H#*g=Dk>{1nrqGza6KE57MfcEU~TKdbS`D7t&}s}rHBtBiOdZtFC0zg ze98k%)_%4}KKS77Fgl|3{7EgC;RYXO?@O1C%?_Y+sZiHOEncYOt!paOwVvGfroc{l zQ;|;i7lyACI7=C=YukZuT<7xXVhWW=)l^pE2Ud9O?t;ym;2a;`y^GYRU?$YmC*!(c)d_z zHkx8^d)Wv7$ImcR(42fwt4?Hifrt;ISuY=|FD6kR!({hJzsuG%hNQ<0?OxWs%Go^^ zVRL8?zP{m}WRQGJ&roV^tgqxaD<5IJdco22p)l+~1RQuJp55ZZi&XnBcmafV^i`fMhe(WGlvPSE$m+A@v=2R7AoP?0cX-L{Q*8T8$=4@YHOVz$Jn&D?9R7;&qT6vsi`*N6m z{LW;LY!V^GsV_vF4TUN1-p5QRUM{2hzSr5mNLF**VOmCV)G#e2F=QCm*dPR|S-eA)^SLUAx2{P}>&0V{0{hvQAGJ96@uL>(VJ7mR zO!NbajzGZTZ&7^qpc2;beEb`;06N~)#sRs6@oJwMAsK-w=7>>|c0ZOgR zjpQ|dTLaTx%ZAne7@~>s!@S>lTQK{906QVmNnA~pe;Sr>+e$6!-fI@`Q>K(88-U|7 zk}q;3ul+cOz3j*L+vh)yWv}~z?(Ba(Wc|QJK+tUXobp&|#mSbm*Y* zx2|!@1a#;iOUP)yhXrBn0}I5*+vAzRAJwGONP5QrW#T}L3p8}ZuvB&O>yCajNwrE@ zBpp+r$gn;m$+nq?6TsXjTr(N9L-K(PMs3u&;NZ*1)&;de=%#iHYVSIi#e@LGmkMfwk?4x7 z@~=Q`AZb)l>lg56Q5!>?*NNH$;^A+1^l8}t7PWm;Pb;ZPhn|iKutu#P(%3~Uk$NMk z6>6`jsEu#$j*#vjMhwKYTX0N03CA<3#c|AA|1BKTr(;#5l0F@)#&sc*E3mI-U2Gci z^xcvC^Z6th#cR_2g6~6?E-2QcFG>T{+)H1SZBTuypg0_f*2(Jr3KZ`ojp|2b+euT; zx!3+jWi7w91>@f@x*jgb+vE&yVnWuZvtE^mSmQe&#fsbGK&PB zdKVlhEHN%zXy!XryjhhhLK62JuOis^%BqSG;=!5tz8AkW5WWh8)33NYmEywc5nLYx zz^fO0g3D-~a%n+vH6rX+N&-@8p@x<|4hGP+epH#X#weX`8D2AyqkVU6XRScr3Uz>H8MO zjs~`N{P4A7&g)p>6dBg|#RmK-s`oKgEiS$@)2cp-`@B(DXE7>M{nAqVC#Mb^lyQ?8 zrxtjF*Dw0o$H|x-^s^0V#jW)76#YC-Kdtn$7k_H%UCWH6Mf6t`3+ZoJMB-b^dFnWQ k9jC3UF-6cU2{d^~(l)8m9#N!;&v22R^U7PF`DLu||5c|ro&W#< delta 9171 zcmcIqd013OwzrCI=!V`{1Q8kmQADvp0R!TK3(<%RiW(e^0TgXIO5AW8*F=ntCP5F{ zE{R5s8E2wV!(@#6GLsi)+$T;nahJGE^3-Q0(X21;oT__ocax5v^W}U0+^V{D*59c* zRrhqeH|f6lIv{YKe#M>d8tn{pChJ}QV2v6<=-Gt2n&fE=F0T)%3r}gupg23uT@u8C z;G5JWn0qM@65A%m4-aV6Xlc;%Wv(eRCY0B@M$phOx_t5|WelU+E($=2@a*6EdnChf zM*v=jS5{Te^_=S1^h z9qjww&P;GEOUBfoYv^Ye#m`W9v14g;Gn{YWYZr7!uhU|hl$*v{qP%Qw5g%PI3~XVRp3SFmyFFXMc0FOl?OV*5DvHa#=(Rk}J` zuR)CMR&g+|@)-EOuI}yLI>t^3*3tE3gH8NH9fbACWw!+5Rg<09Yje5} zQ3iYy;$lB(oZsspeMky7>tRDt4#&|?rgl6=4-*F!(g+PwrB3LZ&olL~^QjD;t`|(* zB@>PY^=roqB@>Rkm;(A2@e0XQE}5oDCLCQXO5@d%2}fQ`8wU*L>m<_}$+T56;fT!J zBbjjI#nf|P5&uXsosvw~BomG@2j%j6k_ks%O!o#AG6UQ%z};nv;<`X`i$&s#I5En<^2=1R#tPh+kW z%)OqrvsVN&5_mCF_vDQ*-!%aV#UJCkft|;Po8Ak=69aRFoAb|TLH?pr9GMnVw;SrH_DUD|`JrD9Dz#@srg1D$=JR%6@ zcS~2LH`XM;@~Er&M1KOJ1Wn!QQPVlk41#6jVj*oz7Vi`U6PsqlW+F>fnKN>!KEAYa zbbM`ft;{oYMdnS988nlj3ysl#{u9i}o`9x%Kq&@Nt9vo+8YE9 z-f7S8`Y5{@1hXe6_$A&sxixQO@U{$z!=|kDOMGZbArEUv+^gzazr;mTd-9})#3!e= z;i!P395t;SyfC6ISgQ^6YVNcQIgz$7kswgO9m=J=V;vcC#2{r<Y2#2iJ;(@$7B}J8bYIkynq}^EKENmfxg$nzl~jGO!L{Ds2q)La zK+xju{AnW;EbhYQd&`kjXKD?^qhIVp4>dAYb~L2x8w+lSoa}%jMLN zMVlUN(T^`*(mjp-!m_?e?0avU9!i_AIlMC##=Y7?XAMTW@tvCR&|us>v1A%E!@%D) zgB`15cucTr-ME?r)w-c*9ZDeUup#TPIa^at4O#cqqpizczK-xZzdW7yC7r2iAbST3 zz_20XPHsx$CBg91COa=vO*6sgkibT2=8X%6-nAJ7-t5{os(HiFJd_c-xiMEn-L7q} zTY!GLuj*JNU#LoRuopB*HNsKHemYV2;EC$2aqY!sX+TBglv=!ox>nFjEuShnY%3#3 z$C7Pv)DRNbxK;u+KdsD#`!6}55xmD?Kez6Va zHjPuk`AC9;4Xvgxf@wAJJ04g5rMdD@i<#Go8i}AFFU1TSvJ@NFn&H%tO{ag^rYF}< zC7TYcO~nm*80^cdZK_d8AtGYfP{eN6nxN#hsF+S62vyKCwRi*vOrA2y>sac7{3(!k zCXsgx5v#vjS6>S~s3K$q2Z*)eNUM#KXaL zrN%L&Q1GOz?}|J%?shzZ6vTo51hAYODtjZHEpOn^DY5(Vh_8t)Oso6MK+J3zTkj#i%J>kusXJ zY@ml_t2^>=6GiIh8$>exe1`~)U|lH`;s#;IL?}`F-`*M=e#}3zJj(=!_oldU6WdQ8B2^ii-jty{ij4wFf7_uxD}g4|0rC?`lUoLLpgi&3|dcP5xb-kGF=AoEV8 z0AiNOPtI{7zQ|AbDq=FXI^t_R_y$#uE}b-~bcPqiD^=+ZT!sYk8vwCGMaZ#91dFFMt*O+kMv%veTi0dHK?voT0XfNKU0 zF+aY6`rQt;v4Mf>{TWC%8~5&Etd5AGl%|5Q|E zd_+3vuBomt^=o1};_;LpF!6F#v^TBEZQ?_8U1M>VtAM+1n_eJK_tbAFD@w6WjW-%4FOGth{eiX(cvw6&ge$g-zgVe}z``rqBx$LgcjYJrgb zEqJH}6U!4&vEM}crtR1CnJqulHxu<4Vg4?$LmKUgN_G6Bg6{St_5T%qWJ8A z*JS$o0j;Fen1xDk9i4B8Cd40%;2kW`;o#y7ag4+xp%=p^4H?kZ9!OHa&|BpD^57|l z&+(%u`t%q1;7n?=d4+e82~HlhL*C)Y9-^3APH>3w*BI)F@|Wm6Zux6e-4BP$7@uvS zvKOzm!2K&3G{RzrsCk)Ypj;WbrMsapd^Na_Gs8y78a!!<)za$Rn-zD-d8BU$3X3=necN#1>`5-eAnFv-~7_EP{ zH6NAw94I0+)}}le7%rbe7|6|cH%zzNQh-tk?+w~%74iuAg(}% zE3m6o%YU7axVf5~+gK^<7?d2;N=zv!DAJ1Qz76~jet%!`fyif(E+Bx!BCV#Lh>hqy zZfvTd{np(sIxUl&R#Py_kcF-CY>Vfm5HS zLF~2Od^S>I9(v(goY_O@nq`A+*9!R(IY~*%ck;>WZ}AN_Q8<6yCcZtWPQTg)1M188 zZaMLu&qTy$gZLRaal%G5X^1=%2UyGxIf3@!ifN4BoX{^MiQhq`SgA)UwLFY+)$*{f z841PRz;Uya?qw7KS3izsBVfnzA#mwtP$s>S3pgeedo)~F>v{>5h`yRhXW@HgNe{D$ zCEfK_2Ob|PZpUz|C2t)HU2QQe6?UGD1KZNJyj3WD%&`t|>Oz)D$fi$d6bkEaUt#fZ z=3=6#`1D4#ie!7Js6hYMzw+4tl!GS_mZm#>{sC7eBERT`-}!PP!u*V6q|&rKRFqmhAHOcY1Lo_(`QX)HovU0-@_>!T^R{Cj6Li3^m&4mYX zF#3KZj|qj)hcU3XRg>s{BA*%sMY$D~?+sPYGssJcfK?AIke_0O_%BWDVnc|+kp7cU z&*`?;+Z3>T9i{vR-Q*ehcKzI#Ew%H0u37p+mn07lw&ng9mBo^#7Te(S%N8 zvC)*(geEP(b+yzEhp$Dz+#hTN)v_N_qsx)G0aVclLxBe>`l)zaL#XKYf(kFF3jEmM z3)PDRi#U@PP)|T5dcPhj%n9#ZWP=%B8zz2B-9*;9=W!NAZ`7pD+$%1y_r*;Ts&3gJ z?}kNOCEXs=cZDfe$qvCH;|a{%I~j{L$h>$w%-t=JwTeE0JSu9th+jG3HPpn#5`Q~W zR~UGR&Uj!m*EZ0dHBwx%zrfcLtN*5+z)JLf4OV0Vw7b;WJdEL%sw|D97QyuM;_g^JJX{dJ^IjN z7(IsKqiU(KvUGeo{YPdp{gc2&e2WFoB0;}M&@QTSCeSPibeg2JCp2k2RcWq5A<{hN L`CU)hSbz3^#dPmd diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle index d78245c7e2ad8802bc280978aa483ec4993f54dc..1073e33913d0492a6669b009063ac1c136011c7a 100644 GIT binary patch literal 2068633 zcmeFa34mNjbuMhJBaL=TvL&zWRU=!|BgwmL8O!@B8*Db)qSe!LXS%O?y4$@-8XJLu zfNl8#PTUY6KoW<%mpE(*frJ2o_=P}{A9x{w|C!_k;si)ABrjok34ap)@0_Z-x2o>a zeR~;OCQfMGxmCC7)YUsPT=KTX$1OOH{_~D+)QY9b;jB|RSgKbmvreVi_SRnA zDwU_M(_TH^-uk-sk@lFkC||3!_j;pK)k3rGI8&v1+uI=9Xf;daY_67X7R#l{wzn*I zXS03>{%Svt4;M_dy~V}qtkd?E)?1Z|gAW%Us@4y*y(QDrjnZtpxY}EcW*exGnC#NwTP5LAe=og8 z6!?Q#UOnj4>!m5Dfw6f@8cwstgL4iyol2urtu)&E0Q!1`qr=T?C10zSoob~WU=DBd zt!5P(s#8FZ-W?z*mnsKM^nIdSseCPI^7i`Pi zboFh(C)y}hL6B9qI0s9W%+1-%ovjKmI8t}YPQC%4R&391&+gcsopKIt2QW=%wpPwJ zod%N|Sn@`5{=0VGTk9Mylv`5{6$5C2$l_XW!+GarOSQSmWUf$j3I}Rc2H5dNiO{)b z(INg=o-gMo^9_6l-qNs`n{mK4=(YW@cUsi@9MSVoy@VQ%cZ8h7s{a}Ii);a7HT4)4_DIdzu0izrJFAkNaW}K!Rw|89ITO-MN z0d+%s$70fS4)eoksR9Bzw~-itmx!GfoZT+o;?UE=d&k=N+1hp-Z#C#ta2k#48ijlf z4Eb=&8>!Zs%!Jh9n$k?AT6b;)p01%mwY_uE$4>B3PL#Y_!lC{IKenVe%ciw&x2tbu zk^iy&_p5=KTC17M*PVR3)$&$5wH62mgie>r01;GQ&2%$ft>Ra%R%unGH4DV#rmJ

d9fF&_D@Xej#DRT~nv=r4^bs&D^`qE66UoC0oC(C%V>@ND3UyYKSj8B%U1t^cv zTT6{*sWL+)E$>91PIc$LR;lg)4pK;M@A_i1S!?W?m?%tD+(x!guC}J8%NSa=P@SE~ z1CJBXT8#<$UDj<(?95(}z0iL#TdLq?+dCkHS{L6vchkg0ci+%>Wo7dG+3h!%Z=b#84!3#nEAGDR=9>@f*$r7M)T@m~ z6@ppR?GXXa=q#%q!Yt;5Qe_H~EJsJc@cZIh#G6%(YO7vwa*fvX zbV&&O;%vP^Qz)8l)?0-p*m;V81ak|`hcczgE7hhmS*;#uw?uPmWOGgh91fa-_^syj z_@(2G(u{zicyaL(QFm>r64J2V!t>5kSY0{gOy^tWX0DF;O3`OiergJMs<7-qFzV2X zMW=zmKP+3N3bWOz7U)GJ@C%NIF3nXZnRoC}y%ZFk9xlo?iXez+pTv5qI-3VCi#|@p z*RxOt)h3NUS9hizz(H87w3o*F{hPj zUh|mp6G$s}RlJ~hq2T;AY6{Cu!YTk4?-lP?9dMjl?ohs7VL_7+u4}Yv zHRd3{WS{Kp1fY;P2XZz$TdjcE9AXfZGr*(Zk(^U2m8&y~H2exYsl7U$5d}WPJlo7c zS&@(n>|nMikzoODWXyUCYmiG8x0Mx`Wk3+yb?v=-2|;VcJFua$YmT4<1uJLsl^W!= zk!#h<3Y2A)QnOYn9GGiA!j)Fbzvaw=QSj>x=4%jg2BIPhmkOP)sJUKF0Z{vR%1t>n z=;T`#2>jn$+$TUkbvA#vG>dZZdnHezlcUKqS9U5hs4tZaPq;ZWGYM-5qObZ`M-yPq zxeusTQ;qy$1(!&OBnC&DLe_g(8qqHNI1rESD|+FPzv8|%h}ZXVXtGB$sqg@H|&+@KLm7gi#U z)D))*9?roGE9M)e1`Mq-054X{Q}mhS&{aHP!<2GZox(!ChKbIvm6pHZs%7j79Oo^j z_pB&KxrQ*u+=Xxz_=iO;D9HtK1477`{^-F}U z0eH%#24*__BWZ>N6Ij;&Y7O@TgTB%%O_#`i9BEY!RH}z6ZNH9yr2+dBGmN`IAKWtj zyj7YK?*&teAr;89Y;V z^8|{ZVx`P1677mn&}+CXlBNBs4b1Mq|3`EXpnh^t84z{F9UHh;h@5zzgJnxXd7Su4 z42YF5R0An-VaW!F6g40pFh*#SeApk)T5cI`RiR#D6V}4BC?~7DUYdkKQ@6_3@%LoN zL*LSL1XExX^FZl-e3CEwAQUev?vk3DjZS7*VectTd%RW<@T=6qqKuiKs=1F7Qm+@_de8 z6fT9vR>qKPWf;AJ-yYEm$ezs!^GQJLuu;sS6*8Zmh3zyt1!igwwca0<-n_>}+|wK(LYDC|YFOg?x4!DXUdiQp=j*0qf(bQUlZd z99stq@4bg&2>aTOsN^>!qY;uKs^gt1N+I4CuPt6D8&}Shoe+`l@!7{oP%`Rk-@X2u-jUgt(tJjxV=%)p49jJYOQ#Mpep#0)hAHFB`1p#Qa<8o7S0@WWw|w5 z0k(Ajsm@{OMA+-%{bun+vsx=V2c0rB3R|S)QSKErHi#M_)vY(H&HW22RSDL5@gbMd zWB_BE3<~~kwJ1Z#kbN}LMg0B*@m`xod=rPu*NJit^hn2!*nb(h#&`+a1A)tOwO+3t zYJko8n-%gKVa5G1i8#NP@Ci#m6EZH8*fz}sE|H*v)Eo`)L0?PSheMTt^CLPsIVe$v zo6abqN*tqrQbRZZVW|R`UZH1o&=Oh5Bn%AG=HNXArN{>?I(fG5)u-$9D#9s;Q^j9v zMJmWCX|I(~{GI%TTb6`A%2x{Pc|R;lHU&M&k^mvz!dIQ4csvtVk6bc#GPjBbPYEhg zNEb?b7Bjm7^@gkJpJA^=R9+5IlC}pp12QO=47_zAtBugNJ%7srU+PxTw*fCpUOkE4 z&gKtb@)p8D;VC>-5v-S0);Az9Wk*cR$})2A^=FfH&;X^%bd@4PY$qxO;jd@F(>Ze? z7FkZez2XpJoQ!4@XR6Z~8I42W{kBr0;FRGBAspQZRL1eDj|dI1R+WVXPL)Kph}$4KVesG6u?d`>f8Dnq7Q3N@QlDMu=U5DwW7g8NXRsZd)el1=H2oVR=YHD{i` zU+Vf*T&3b1BE+D0ajSv|iI@l0a~Z{=d=tcXwFxqAT1Eg2)8szV+oOlEmVk&$6CqeR z`K&?2bSj6n2zEHo9k_(+9#8f&jDe`KwS}B8qz^cAkd!H=uQvjF7SRbB5I)>2K_U9B06p?Uzms1lx_fVqqo3su>e zn?INrzF~L0Y^D%*O^XUm<_iZ9$mc6%}nqMCAo7fyw!CDK4!RuRDoFufL>B{($*4N|QQ=`q>KDS|yft`p$| z2Zc1xEB{eBBlp1sBS8te7f#4pS-?vVyc!_CSSbtGbc5NAC9(WL<%#NLwqsS?UA$7L z2wq7B^toAwBgataaR0oO`7%PNlTNb)r&GBh98|pS5r$Zn!U+d z>15Ro+7hdDfeuqMQvep0GvV^qpkadPi5Ia65^Z&Vc>s?X+1aWazYTQ z4`L-yEKT{kbF<2-$jwx%FuBO068KVB+T_>3tdB@fsKRM}1+^|#!tw-SnphG*Wq+Os zRl`EcL9#zP*KE|BLJ87j*F4*AlV+d%6xMql1mkEuqq_&L<$AAMvZE$ z!!%pGTr^X>LfR|L^XiLPT@>9qyXNnyMbFHLZh-YQ-*nP?oGIUinyH0+&;8ZFL` ziZZw6&>#E}MK_Uwh(?Q&-KxlQ&)yo|uEQf#MNy^t0tRa#=vSgUuk$l~(-baH(1v%bC}ec){l z=FaI>xjdKieF)Xtrl1BU6n6M?hQ?eURG^8#C_6qV^Cv&03t?1&WvAz)>4F&so-pMe zDoq!BE2d#ejFTUq7?e?;fn^}&^|Y9B_!aDtifYBHihG10Zt#4_d=4Gh3qxofav* zB^PEdqByOfoewk&j2bXkf{mdnUUcF1nyR?QuZY&PM2q0PnUfLpUaC+coPYtn-*Zl5 z-!5eZ`Hjle7Fo-EB}7=@L>sG^?gSlu^;?`S&WLHLSS*Q$tJUJhCck;1!5X%O>#g@| zG>b@zs32CuEnB!j%mJiAeniWdNL#H*ZsZEu2OGR>)~l3#iu{-09o7^O z6+>`8cr}Bm2(8InFQWkjT`6krozbLaYFK}biR~AS0|m%)6JhRg&=Qdz)HzM7bHVsj z6}bz}_%vXmg=;ts-a4(qh2!N`!EJk|YVUTASL>4{EO3tlZn4(l!QWM52cEIsPo5mK zRRGS8aU>iH_njjJ2t=qaU<8)99e6fIPZy6P=V}(!$FZ=9@GGsbXgK1@8Qm=Rn?hEy z|D09dG}@1OYuTNJhe_I%vrNboKn^4_0yq=SJpwV%NvJ3#O6RClYny2yie61cCk5T= zv==oFQw;<%)OZEMh_XXe23J~@`9O=}N33EWxuW4zA^eT;sH7u=tvA0oT^bM!+*b|0r7qO9AdAEKlC zHu@o=xo@W*qLBOZ^h2a@-$6fwZTFq@L&$XBML&cp_ZR4gu;RX(erUk%d+3M8BtdJXaupGL*5xy zVV#e!mWuY;w_MTkHpuWM=sTmO)xuKoGd_y%@>b&m4tM4blifi`BX_&enl#_8Q!8N&r##JWAF7TP z^T;9QWn`=pdM9wG54?xv3rrtaIwv1>3d3KoXE>@1Z(3z3E-JqN5pR`B@&omd&Q*M^ zw~{}Aoh|YxJzADjsh(mruzmA!fAhm7EpHhtNfLFYAj{*?kc=9l83S zKFoiSoF5%I7s>q5k$3;m@9|$G_eV$Wf9ezb z7s>w7kvE+6DgKM3{^-cY7ymy0MUsDXAzrkgs7mkixcFBM6U!)r_qF0|jMI$2paCGFi9{P?;f02$jI&#y= zXC0uwNKYIc`TR$&roUPqa=a;T0K}$rZ0s9APym!==fPVc9Sx)vG_eCqB$YxCP;n8d zjK|w=#9pc~#wQtGmuIsR*=F_d1Yw%?LQF`XJG*1YL<376;|Rzep!_dko=xPi_=FH! z4$O`16=}cLrm~4*wMO$kH*{0lhS*}5kd_m&-G$cUwyy21EeJ8v>VzdiW4k47Grln~ zLBfmNTxq#6P4#ON{h&3O|t)WoluNO~6lr1xXPyZswI~)rD*(Jf$G$i->L&mL=>}ZoAh}iY~Z` z)P{@%PiN%EI3Pf1Pc25mxO`&9&i7t*NOSAV6mq zFSYas?ST6drfBj*dy;+;t(=fSOOpQ7av_`02l^NXzzCq!tx3C0Z!Nt}3mbp^n%|Fc zAdg0rdhU`jTyq{sjThC5iU@;Lk8wzmU`jnF55lxnZ5X6VKQ7@G>h9rV93Z7}-H>() z(R~L4u0gxOsVz?(GChcqnw|89lza3TB409@2^&(s1ZCiU89x-Y@m68$5+x4H^GV){ zMY0@i*`{q%6z)T|E$w73IurrjB(^nCL8wr~f4ns^bc=vyg;E~HsvIxvB2XmH{#jnn z9}=r~v=q3kP{bKM$Z9~|1;-dEi?NXvpBG=HzH-l7OnWoj^YITQJB;IBZ;431H0r3F zepypgTznU$^&omBbL!vN7RL}R<=kbgyIe@kEvI1#VBIl#u~dS&*P}=-_VKqS^WLbI z{!JnFMJ3MYM%Ff+r-CtK981JPB%YRGV{PyUB^)DULUnL1OEZrIaN0e*6P>wN($56_ zyoi1X0QV~Vc-s-!nsp|`X-5;Z*Fr|lczILA*@CqlUPju3?`~Pxnsm>>L-8#Jf_x;p zSEG=YI(;_q?s zCzj`%?R?AKiw25si631ld33#o5_eJf5g_A47i^FaAi0DV&`|Kia!TKrspo4&pEa4u zyuDmIQ)*=LnMQTGiPR+8b}?CpSDiuVJ2Q=4Wf`PfAecr*CwCy$K}&@U0!5W(Yc^9T z)eEgsvyp8pPP`1g54>^7$pXIx^k8w%UNz`^3UUjoxp``iSkT>1Kg?7Mq9_TJ-hmoI zzD-F@(W}X1OU1UCwzutCUIM?~Uje@{2qI<1Sm-i1Y>J7t6-(^=kWKgqTBj@4^ijuB zghR!U3~REAFG^#g%4({jWzQIL=N(RfX-tJKkgs0BnLXPwdRPQ0ht0;ej2)cDE5s~d z&s3Vbk!imzb3YbwI6D@J1;m-VuSceVvsH1RgmMi-8RSBmWAb+1bH!PdgtjZQg^|1E z%59k|)WF2yD!Vd%mCTkauY~SUYMFU_34e!m0amhtVctv}WGXfbzdrKh0WK!;7GzW> zF86`IjrM;&q5T-v_ZA##=iMlEC;1=8+ex)d(6=U?G|apld49XZQ8d^QDpQu*vgJqp zmLCek?R|NGD$xiLguQ327>;j*(#&c#8dx!=Y?Qc&ZUTR|rS_0h5-mAFQpil83D6|< zQX#=6z12&D=)W08p3hVgWUbk@Wiz{mm10 z1pV9(QmN3EYP`#Nyb*&vIT2|>tOUm=)-=%aKdAp0S&K!>GD3^M$ua^q4LbfHEjo^8 zba4J8@`USjW`M;6_Y6@XD$X*rwhxR2$Qla}^|8?S%s!;?MTVov$g!WY1`CxMH2jeKz{`2V#ml*j7oj%RvHl~qp+dcu)>*LI1Q~xDu|DAayL&dYR0i#~)j z7F&7^cS5wit#A|O$F=qcs;c12aIt~Ysq{EaqviIad6+Ag;U8U%cjCl)4^Ul)ZxVHH zz={&8n=Gi7uxDeUPrfs7_Fxaty)+iOZkbO2Jy7QBtub#iXX#KD9-X0#?J8t$;ZN9G zN@o6?q`W&@wz$O$_M3^F*QVa`9pV(0g|{3LF}1n$GP%V~C5P$W2O?bw-UotiXa`xC z?q@L|91iYGBLpNes-<>#H!(xpNPWj4gz49yy}XQ$A>0S8jh$I!EsJwZ+tEIQw^W3~ z{FtLB-C~M)(%v98um!L<^cpc$&<9&0+}|cBX$;uxu$&8mnsOj-B$9DpMsqd9$X-uH zzA2>K58-Z6f&=1sF(eyvC-JQ=`kSw&{k*#}yWknJi?nOM81jB4cw<6wjmV1T9QEl0 z*%Q+sa$S*vi&Wghpq2@icYJ)WB7Qd_&rdMFbN`fj)%~WWl1zqP_)-FFF=jF1o(v|R zkqVc7Zd`;pqRB5Q^#$sOS?-VVl+G+Nd6>mSnjmPC6q2xzqFoIvuRLYAkgbHJF44t!D%}uE4Y27bHVat(Nam%A4Qr(%qcOZ5NI<~z!H4&ij#xZ7U!Ce~bkTFq zMyq3JVzbfYjo_k;gQSSeF49c9_Ddq{7c0gx{W^oPdg*Wm+k}nEQj6>#<>h50Uz9VA zxmmbnb*vqWZ+v=4>v}Zk(KN7cNZ?eN_dpPu2C}!t0^5{`5jh&Orxz#m)Wd{-J2l5v zF%5x&4y5Q$OGcmxQR3L|K&!eOsUa)mTSJzw%?=9lG2~Mc*}zasNdpeKtO={p`k+?H(bl>KgcjXC8d_-OoJu9;-Ez z7OxvDEnZ8_G5bA$r*uwP0{Twq5`AwV6EBQFW!ekFA4w)+$G=E1A#G8~U=Jmo#MVSQ z_Na+{I0bp+q##d-PS0s%=1NX^szFIAI5n!?DJkV4f+(60^9z;1@$JDg*dAGD&+BF!_?EAXzZ|Fe(Hl5n4RXwwOxw7IFlaI=vfs!waXu`U@V;4t{Ri2w zfxIV%kGzv(kY`&lm&I5yWOP3;wj(p1xnG$vCEuFfdgOtfM|_RK^Ftr)=(fg(ftlyn zWIZ(obGEJVcWkmMJ0k*1Y;#aN;11l;RLb1#GaY3_(R<#<>P%&5FKQz@8l!ojU8<8f zoVP+X=b(z^of+Ij^H6o1HdSRPKFRGO*R3%s0uhaH*QBYYGJH7%W#17LSV9*~Kz+?- z@~A;uD{<-;_JizFM3&ahQZZ(80(dHcn_YXhKUo?$QTS4w35#QWL>05+KS}7gFT;mM zqzs?Wk>Qh)iZR;yxuv9`fs$x8AcN(M7&)>v(8rPj1zXZb3NB5I6ujy@Ggc76WP!#@ zh!t!xne|v5gsyv^dG2-ZIWatA>)uxjJw#%ObYEQX)u3Q2AFY|;10F@{FU}2tPUJfm zl%6&NNBc(&C0@$hTXF8oxciaKsXh>aD^Wm!qy4rAxHCO0rW*S}f*K3y&l9Bnw8mj_ z<7%_i?C#$ay6a18(m0gX9Fd4MyG}LIwQ8h_DCQWKDPoyjtR8{;;0N^k4u}TMus*uQ z#2;qAsfM;m4lTr6<`CD~QC>gU(`iUrm9H-Bt==W~^h5 zddA;mf|T|h9jj-p9wJlR&9w)UZ{61cP%UKQFXWH8Z!$}~P~M_)Xr3}Fy0;MXoR62t z4`%~D^rc}h+?Jl##@sKWdG|~BiC%>b1(5%M>a**AQ@A@V6fzMJ6}T2(_;~>C2WbuL zL->j5`6E=$Yxy6gCtA>VKZYmo{Dh3(5FOp$QO$UX`M+VRJk)kSPT%ea)G}xhqzwcf z@Pxp|^#(SeVn2azqxr#}D9<9NLbLE``+`5S@ls4^KHCuWiKzr;41g?VwJrYDO4*6- zOcl3OtOuFRR}-4=Ylb4Y)eL1Twxlr)NU`k@g^^KLjC2 z{TMk`I&hpa!Y9&CmkPLg^I1|EthK&NPo%Y^^585G#_)e1&=?XzsTT-Z{t9}EP{f_1 z+rLa8`s~nCMu$gDSbQYGdc;6LPXIpT189n>DF{6%h2JBx@yJb;ZVv?$Tukd@?(YIP z9NMaGIf_YeD?TYIjv&8EaN5`DJKj8^|6Qr#WLdh{6$wd|s(M_lUehVKbXk_SQWmPe z*P({YSZnx|)>LqGEoZUeGGg%^wM6~N^BMiT#s_J}4a{`L37bGfR6kv1;2Rf($@ikr z=7+RK-vynGzEB^-H2Wg6CRZ->eTSDc)lE4s=u)6D!!#PBy6Jz@9{10PY=ulwehf-(2!%#tq6 zpb4XAQ~Sqoe$p5NGiVz%Y;iW3K~Gp<>c)VQS=;V;5w+Ey-E-}L#yKdv$Nd!W(4D!n zXF#AQm^+sVHr$P#B9u=WbBD+tJF_QoPL#PL!P;sdpeFzWbH@}lli_0wk|eMLbH`L+ zHtR#F$Fx4?z69gz%G{xf?%#rO+{5(rcmC5i@$`uME&lyB|NcGy{saGhhku`?U&#Xx zKBuNhXnWugOp{O_Lp4ppy(x8Nnz$xiboBMq%uuT;4qW83q!1g(~;JeNfKAd z;DX;UfH1XI3>PG6t*BI#-D0@EX7n_lrpTv_p8FnSV2XT_8Xk}-@+E4kKU3r{1~ks+ zz!dqj0fC-iio8g$;TOP#Pi!;r(=lZ;Txp-7lGb+E+1YlmyBMYo5kB-qX(-#4_z+P|wE(|r#;MX0+ph7b`scFs?-D54A@3D(mF0(t^4 zFoaCOGTA%ER7nCmFoaCCX)`*ek(k!U+=ZiE8bVZ27(!$8#D)+*9aDzT-f3KAj^nb_ zt$x~3Sz}wfF^cFS4BB*#sir!GG~+8e8%FV64%0;XpGiT3c#y_4jBLxC7k4~1Hf>hR zyLUL_+b`XQyoJNLgHEBbdoMCtapHCj+i7v@wm3)|#f+=nTW%e{`uZF09KU*tsDf1m z`GJ+h(KsOA7mA=$qln&@h#Tkau7kFf>a zw_8ATI&1r;gvR2g?qlO7}F9DjJr-tHS6W=5lESb=`dg!X7ZdEel}p{e{Kb?|8l{1!bv?g$`0) zp@FPwg^s$7ti-!6j1q%b&Gf`dbD(Gq&8M?6LUR1HFUMtWEQFf{!Ko9WgG;p{G~=PF zF?z3u(Wf}L^x=6J{X8E)`@SA9mg1Q0UlJq^(Xqo($iLMCR4M2vq3ZPj+RyX=UH=Er z3ZP>wB#Zg4 z4TN3O1Hw|U*o%5&u^0CMRSFi9P}wZj?dj~f9-!-=$pp~DWwLdlNP%LaFrO_IbyWqy zW$LBDV~2adR|+0$_Qqpx>H(@0JSL&Cd2BQY!kC!T3k>YFdw{clZWG`Sm)lm7N>V{6 zg^e(yjmT=MhTt^+t%0l$^nk1stoG}@vDznkfGP#6NvLdA>u$#U;~rq^pS=Xg!)31% zqNAFMjlzs(??-DKP;~{%MU)%N_e>9{Ou>AA-5c}$pB|t}!F&>`-k9${dw{Kf<`WxGYVV=W1!Xm`3sz__ie{FEsi7SWd5UfY@JvapC^Z-=~4wF!YIE>aLOsp;D zR|du|=mEC=IZS{&P!8*@G4~g+v0m-p3a-rQ9DsfgzSCBC{Bty(!y9tEi+fv8YnwNc z$c6BC`zH=WAj1#-hp>JrLKx|if7IpO?nkLd|3Dr0ZsJTnCub5*9nQ%~TFH?4J>I3g zp=WHXy52Q7Xh&O&5bII9jK~diME3{nTrR*GS0@AGuukLl4?3zhpYa!j_1ht=oS(j0 zGPHu*gH}kmao67%^;5b=CwOGWKq`2|%47Dfqa5_9&;>CjH{kqe9P5fhqjg45$2o^j zA|6ni26xOE12L0C;=*p-aEE)C8s;@Vd38t#WgBo(pr&@cFGU{#TI~Mt&kX*vt_r~w zBXwNDtlQrZ=&pr2SbYcumEH-+@4GWJuj&ISC2Sxh#CgCox{d``%EV$dhiGT}m(+_UU#DSJ{ zK07Yh$m2z|)vUFeqc|s@lI#teYn$Gbb`6=h8mJ-;#m78gotBv$y^gLEk~apKAo8a( zEnMA-Q_t`zCXh)dqb?b0&~yU00LiHQF5F<-`ohR)QeQ?KLj&}OmjG!V_1 z%4YUt%K193Z_8LEnX;3|=fFljgNvZcbjgVYLU#1}RvnGkXRCFja#A<@Y0;RjP25kH z8HmepGxGF9T$+M?6Cy&6gRF4LG@6{OwklJjFrp=Lo1vpjmoQtInMF@0D5KD6+Z#-J z^YwE6{i-5{wNhtSv#Y;J=&A<`J2;D)#y}A)%A8ulY;AVj(-;luG9yka^)j=o@6X2= zFJT!;FYG3$sj#wMQeIaSCQ?>tMP^4!R;7<$CU{oSbl=7oa&@V;O!!hELS4_LE>bg* z5Pc)riSvPgt%QKCly4uSSJ#z9DQ*)J>m#a|9dDfvtX$B;bYghKhBr50cA zRL#Jgq!_fmeCqKCV57) zFveB)x-pJE_S4$qesNcstiqS;(Ulm^Yz@$%(rl^18?yijJb^}Yym23VB-rpcjM^#C z1&NvIRs|2$$|y=I&C>Lox{XY@5^`)Y7pafl)XcORXm5X`P^!&k6|7m+@&0WP$wq_P zoUAsBJfeuc=_<4mK%S}RrwFy#46}?nF1KJEmy4^{nytFLhK)QH9RZ_6Jve{#P7qa` zLj!K2FMt&=AYH{!p34-RI^E}%amvmtQ&f6bRBO^1tyC-bJM}6-0|MdyC1IIJYFz9w zg;GB>YHiCLDwg25mKvjgOioaH5ya*zDEIDH9xYgz_98o|#C+PocXWxa`hvYn>P>iX zbhVs3HLxM@CBY3wqeM))%zOb8?vj)3Qd8~bFcnIzkc*y+=fiN(lOHRf;+5J(@56h8t=jJ4yJvA zT21?_wP_!MYeJA}cuR#=H7%NmERSEEk6}Ihd{ORwAarx=#9-q1#F+WR?D}`+1MT1X z>6o%i%%+l(_4~uqok`A4nTvlsAB5Z#s0DKhPBC=b>OWph#=-P$j(jwj*v)SKaJYyL0fo zPS@N&Xr`FBBdg)MpAWB4-FMg3-S*4rtC*7+dN3q{yX}{t;dI-tLnqq=2@n@|iL?K@ z+rBhgqs1t8I$N`uLaAP8!2`5Tz&d5HRF8^dT-qhc26+X&!Ty76*w7K@4Ig>(@cB@F zg1y+^$DQ;BuKH+4Uy{ERn0bylZ9gUi^yUO^4y_ie#iINDJO!10 zc*L?^I^S*ol7xN5JR=gT>)s#hyBCIH?V zs~?jRp;Ch!KO8JMzE90@V#hz>Nh$gznP(n++*;V7^0 zwzot;;;o>R!^5>QlB}Az@180k|Etn|#C?|Fpv~*NryGbgOQzN=;&k_ukdbS8)6# zPGYA!saVC_g(N6skQR`fhCD$d56##|B=RF9s8uUdl*<-;#Hmho zY}%>7vT7Az@5?VW3(Qt>-5mG%j`WfpDSwhUfhub=eT9J(Qe{-wwJKYusWK*Bye@k` zwX5s0sEflsn9zBQ%IQm)J;|7eX*m*^3Ciqu(b!;=nM6&3HhY=SW;!KpZI(#LSZ&t% zt3P^y$flu7lZM@wF8$fm9M-okeY-mFH8Xa*On|)y`|05^J>YNj^dPe*_0a$OS0Ic}1(5A&T7lQ7>! z&~U*%6O)M~Guv0tn*=c9uxekpk&!YRR?DQo|WF+nFywyHH1fe{m4 zO!9tnumlf$kQ(cun8}t31pCs*Z(=;ev>Yir3HrE= z#s=eobPT7wN=&Lc8Ey5NNX1wOr1Mu-YT*>c%xuDTDH?_~nbcihYGgJwVf$7i6>&Uz zW(;u%5k-N%kQfqsn?!|d=1xcM!m1Y7R98EnMq~D1a1^Fi#V$VVPn28J5_F6@lHCwC z_0mB9XVZ&Yq)(gqS%m85r2Ll&9mnW^ zzO>8#%UFnMITDcx+U1*QY%tn|5hF*BdQ6-z9x-~gbu7uzfIOsigMdoM0Fo3+NS ziHWIdp^=r!q&`D`PViq7{@5q57aJj7L`y|Uc;j%k*qkjZ$8He~h8G~>5$r8Pe70IX z=uEZwMmuJMjnTTx&_eM|rn_BHvUIR;_xq{kukT5qTELdw$$a4et<+tkp4Ap_Mh2OY z`n1sFe9&s-XPkstV3~r%WZvMlL4%0_acgKMI3EosEelh5>}0?!w5M-0nkpi($Hf3g zTiEvotQ4+G80|ong1eD=IsreDB7p?QkKa8J^#j>m!R#ve%;1*zCi;}vF#>op4JP`Q z*cQnm7LT-W?Nq5C`=@4VTQDI!K zA^)(aVC;j`gKo>k1Y=*H07(oJ=>}ceVC-ucD=`g6A~wOE^U#=P&&^LT))AAqL0&r; zn~J=8HU)`IynX&Yo2HAYzNwo3TYvOS9gclskOcj(NzgvRu>vzvD5EU&2r}C7*hDJw zylUI@oxg~R$9Deek{*?)$r_3M40+c6a(cFm)&`wS`Gi?Je*9g}+VM^FIcqzq#i-v| z`xSMh@P*Dm(5CRpRK8x%&xuvnYt=DE#u+<@k)YBzKr5}3MkkM1G7NKZKop%i)M-~g z*#@D*f7EF|qv8}HsuO?ijvi3ffzXcu8s$TgR7Y~XH#i^`fbyA27!D3|!r4T^kLH8D zaG(`NI!Z@YiNk-nCV>=pgb>?1<`F^(-bTcE6UGD{QEpf=|27~I3t2KhWZsOiWTNdp43fILP3rbx)~qtHszOUq_DuwFZTlvXwvqNt=P#n{ zo6cYT-=EUy#pLlsJoS5sSuVW*MH*mob_fnJON5%a=w>?SWq|3mN8(f0fa*ezk(ad(iIcG)Gd4 zR*c`@0~Fu%w`4xUTQbuKxP;=DN1&~EQIj?v_Y?#1{3gE0O{Ca&z2YUDLYCpZSBBCw zN(@T=aIicU?7aRLYBg(%JtR^l?b?j{MGbn?=E`kiE9-74a`U1gvJIlaosvdLM1tYO(C00 z4Ya32h!pf7BVbW#oQ8A-iOPKIiV>kJtOFYSw+5TO$iP?McbNt{;tFcGA02V#T@(Qg z-3A+VXo4_XyZOKv`yGQFd%!oh_0KnizJc&f50m9X{xoHtwqkOJ%lT1D>#fOpsbC#Y zG5Qj94T;5sdVxWU`e12Mqvm+Bju?V=E5>0Yn|up%v6jT)pUyDmTIV)+>-XpDuP7bd zwd2z5mu9!`ym;qD`-5aJYmRf@NFYe>##(VQ%7jg3H*6ZCM+bx*PcA8~4RyzBNnS>! zgyrjpO9!)6WP@Ql?nE$NrGbO|kcS8~l?l>=S;bOgZU3GVqW*hR|#Km2INGpJ375T}g%DW0U9~48!i< zJDWSXlt5{a(Wle1bt^d||l0TcaxLG=HIriV=QG%C?sD$WaPdke-D^RqJ%&9bJp z0e=Z4*`(VZo0gKiIGfGnY(d=BSp*diU5&`ek@lE-Ek{s1a1&&9oMd&JbyGX<8dn9$ z8k+V(jhjXIS0bepD33mCu(!eVzqKXcE^s11`a$MuOSs0dCCo0S@Yi;_^5^bEOG8V z?cqimI}n27K5&~tm!o3kMs~pKVhA$kzR4`{G6{$ksFFfC=6cqr7u|EkSxx6~b5~}I zqQI6bw`H!tuKPl+QJTp$fB+m`=-0|@x$;UJ1S5G1^m$VbYT6pgo`g5Vp1HCALJn{eMxAAbNpvav_~#x{px zJr5!E@JslK)`=m6|3MPM-OC6B zHWZ+XLwwI0#(gg40}eO%JYS;=?OMEj$1;!>>@tUrzm0M4O+RjLK@D?Y!Z~iYQk$%` zZ^RSEl2&x~r3cDQAvzK&D>fR;AIu}+lM4>?096#0^aH_)e-eZU-H+0_UbIhY;f?Y6_EaL;b7= z+LRSN=6;ao@ekoAMr1xhBU-{UPn!`Ujy(Gqz3yVx_#JBgQS|5~Mwz8jc&P1uoIddI zfkfLINkrK%(Zo?O^9ct1!PcL^x0AA~S^X*qKclqrn6o%||dtpCoYE z9Q_S?Vsn(A25OGFKAOk^8jeYNU9*}K+=Hu$>1I_Jt*qfFws2S4oslGu+-?nfaocFywGI!=cM9zW{kkK`(?tvZ-u=lPQ_o1MuNam zqK~Q1=$GZh)Scct!(pMY3`$dN@4{Z>rER9z$l31QH2cM&!k6XHl>Q0eXdqL%`wxU| zp0xiNPaP)hc!8A@x!0>I2~GYQ7YO`(iU9Rp!-UCy%(Z9#i&feIi~w!rP3?a;Q>gYc zalnnP+x>Jmp{#Z#H-ghuMKg3kuHBHK&i>69NLT8tD|_LmQb`Hk_>qB9@J8Gv0YlDJ zS-nx`(Y{F=tV6G$hS?|%&RJv)L*c%L7{s^8OdgL3eDvd&-5>7G`_>E7FS98*pDtMhnq7}j|Gaj|CQ`~q zCvPkQ3%F*ZMGZ=5|R|wJUjr|6mI(TD|5~>`r9+XAM2h+$d=K4bfo-gsKe6StK z?o;?S7t8&+DEa&7%Pp*noj+oL-<85jG8ouw;pO6=GBqTa;llwlxabUsFc)AcMGOYd}%W}auK>kp_)-RXLo zUTBIq#@yxBNDuG3Bc zIoattou1g~;-}#_U47x=^%T7KSx?~NgY-_>hcT_obwjy*G}AIImNAMqvr~zc!1cnrG^$1VjtsJi?g04LVJO-% zx4-@!&iC43^fZ=dxOQb|YxA~D1NVifXDo^D0-#N8bL*p|Ln!`2>)em{k*`ei5wc)Lm!|>``JxR=-z=VfB7#fPO6{N#>i?I##>{ zQ|1Kqv(edxe)X(X-QXb2BmJ<+gx*rY+GaFCy);N(2#?(7?HDSJxt}D&eF{I(DkOyH z4<#Ymog@&H<_fK2ud>Fh+elWKF|hl38CdVRY!Mt}4a{E1J+rd{Q1lyfzh)75rT%eH z?Hg9LrJ|auAXd@TO9NdGrAL?hUG$bHtzY-){suG;_vAJN%Qa=`bxO>8TMtmZ5`82> z6=dc~sM2b-U+Dp=6q-#!Wz$le+@O2}Yn{lSb_9td&cFC*4?y>qxF>)}$lOyYZd&r* zUTM|_iF?1voD-vp(z9TUWfW$2dGjAq=YI&N3z^}I;IxLWhcfPTXF0@WPx-) z4@4$P<6;0E@295bzu`*bGG$0BB86pfQ7A2*-x!j(tp`G-z{D7%H1*WDs|To3NTP%) ztt8&q15_y_Q9@-)qP{J_K1Rx#8N(UvclQ8te{$F{qrIaTzKnS$PD`X_zJZEiZ;iRX zfGj+<_bo_H>}*yKIyrHRm7M7NVwUUXry{xyQkqMVmxz61ZTI0t(2!!&YmitNF$~|! z3gK%v+UsK}3k**i1sE)`j`cWkI6?U)nd(o^p_L}h4HHiBi%=_w2BcbPI_K(q!)ffw z=m+h{yF2&dR+*{0TD7v{pOz!{qm9Uq%)L49NDxn3*1glZ>(I52=XruU(LKx208A5{ z_a%T6BaeLr+kXlD#ZS1AddOf!Bg5%~Xe@oOo!RHRK1+QMPu{u^HPxPW|6J8$Cx9Z@ zofs`$KuL;Fp1gvq=;t%U93qk-+I$ci2`7B&fnph#6%pBO zv^~iW!wQ1*+=@Z8uMUZ5?pJ&sTol8D!`Yv6uHas^7stS9Cf~$<>d98qLD>DIh_HKB z#;KzAhMQz%_V%_!Y|%D)R1LB;rrVaiA-W+kJA|{iR5Z<)KGaKtfhLWsMKmP}Mp%3>$_!YbrIYv`*?%YcW zr`Gz6r_`d_a{Mx)qVSc1Eyo)4Vu;^26j_2F60)u~?J1Y?4Zcner+k;E)b``;rim3_ z&CuWb2(7*`*PZr=GSF>1%l#J`pw1z88$G2n|7Ghzwz`Qv2D<}?2u_sA0?YlmyB)pS zhh4@^f|qkATJ*%Z6Z|xYgaMxa*}V4gG`wBLXTjdO&SwZb-CPNWe4k1`g1)Sk z-)BU}Q7meXNU&D^A2c=?YlRWh!B`R02pJK*87mRu?Y@U-5o@fx5v7AMR-!Z`TPoin zeA<=@>qcd!Jc}A3Gev`2m?;m_Kz#FH5N68G?#z^(W`y!z3^=+{* zqo+R26cc^IOwn*08<|UCrYzr#0kD}eN>6O2@Y7(;6dzB+GgHo{e1Xn(%BCngg;Nc> zHB`>&XsC!}hV+)o@usCBnu#-27VE{aDHCTCRecHUiu3z1Rx;u4Jn#8ptOR6g^78a!=*wWalTke&gC&o~ z24k>v6-~&B1WvmauP}hW3fbPNH$qsOBl6H7NH}R&GI0sglrZKa$&Qa zN<;BA<{)gA9o^Y1J4~D9Ap?%CGzNHj9rZ*eq#8ClqZmlLiDzw9JCo*1O!A@_rv3AMnw^PlG_mylqWUD~`9z zZ2=LRQ#Kl=o2nQYU>eZ&loO>vrurHyR2=}}uYQJ4As)^qls_WE`Z~$f1*z9ozL?Nh z-1L@W@+VkhSvpcfC4};y3d8En4bYy<qtAa(yIAX~4E#bhaVBu!{a{S<)c!%9>+e%~h+WRq|U zQGotbIezpUG5|GU5C-66a6-abNs54u2awh-pn!4d41awSSFO$cf6JZ zV099T|6WWD>r%W_d|_IgmnL){!?AsNR2QPZbX=DZ0=^oJrT3_qML3U-*@pA@6mBG^ z_)FH$gNa8lD6vVp8CDJ@PfO&yYzP7zcCu9AXieHEf12}tg z^p1QTsoG7aZr{A86&T}v&0xnH90KzIHO!(M%wJFn-JiUf6NXS`Y^qdf-qWPybNMSa z--}5s$!4?o1w*3J;eA^(Eeg;rgbB-DfFN-kfXo*_DBlH2HOWrDuaLxW~j7{x*>H zKd2Xf;xeg~W~36H09g_qD~KHs+y-VTcN!~rr5G{hs zW14dO#=z2(^9z&v81-k^N*39EcYXotVgmT=kRj^YI3JPDt4UM;twGnX4h!f%N5k_s z$^S1JM!%DMXQundVPQ+^3U-ngY&8`WmBo1lLZvOqJoDh=mO0Y-t1~)>H4IisYB99F zk&qv(2Q%3j_EH=BvWeir35pQ)6eSKWoH*Po6v5f2W*E+N&xdr#<*q`t(s1erokp&f zuQy8tTx=}vKnku}u$DM8{#AJ5a^$R4o{eoXGW#HL(62KC>wZ8Xd^qO$T|<#{rNZWT z*p1mFp`O9>7oHL?docl*elkk8hr9D0f6g)h5*Q&^P`B5d2Yx+W1Ww$m2~TQGKcsuk zM`<5xtGtTJN2qvPyJpI^ScSb4U3;Od0WX2w)Lj9o_+RS3V9%t65E1#?V2( zxD}nT6xXSZi2EC?^&J1Lf&2Rm0Q$y#u$WV!hIuh3U|P)G-7n@`byvORWJ=RrGUm3- z_4#rGEKJONsMK&QPVK)r18=V%EZ%q(o2{hRqTzG~b;wF0)c0v69pENX@Z1V@X9%yG z=pLO>V&L!>2aCgi_ufqn_rrT;Y%SI!6N_DZJftzO-yYDw`dF#*3!g|g5Z(=$3!Pn+z`{4xvZ)n&XgJuUZ_d{?k0#u1;64S! zcuR#%AHPGNYKb)Rzo#coBj=|<1gV7aJO9!Kt8jx+TSa9GL$g<}$nUjy@k87)fN` zX>f<`w?v@AT|?A}^;`ZG$Qz8`V&`0ixm~y`8Nd_au7r6?c`4m+a>zN+MlFon9~)ef z$~n1GniCzI6Y^Q^<|LkK1sOY(M@AfAnST8?W=PuB^pe({v+_KYA3?@*jS)WwKFXB_ z0OoAmgMS#9BNQ5^12j8cRnbG@k zSN)ypXJBqQA<+{613{syr*zpJE?G`lLlZ70Zw}iqz&D-_d#E@OH8wQKRfQPQ7 zhWp_mBbhgOH7T6sd+&gT)sJH)2B57a(IlPVm%W1N-Rn%m>!2^~wTXaniEaa7+>lX} zW-ZCot>#?aL&JezX4)(^gC_Z9E)dh%FQZz*FMEuh*e~O!W6Cd^s8s8-*uBUGnKRXe zTXuG|TV}R1Os^~y);GIOa>`blRZXAFE;MGKUnd&RpG)?u;qJVLpF5Y#Mw@bnhVPL@ zAj16}LXH9ph#cT5aN_+sz@rlARx>8~=~ESD_x*MU*6G$?kamNroWP7me|Ty|P!F zu<*F!$bOC?M7|Pa9Ku(_pU!=)(!o5uG_2*RL(|}n9V(Uz#Zf0;C<iHVRAj1Na zbE6U0Pi1icK^~tswq^3=vVRPQ4;2t3`kZvY$qrS*5gAd(V_cp&RB9FhhdN4QBD$Wq z{0f+C=KVts>|SU+6((x06)JslJZI5;gez9Y@5DoVk5g`=z=~(_FH!Xtg$jLByO1tkuk_n$hE6BPrcoW!ocL8iT`zW5o(|(jWG; zmg;bO;9NEH^M4Zc&k=XVguYUrME$OW#^PcCDNdp$Skr0e&=I+hBBCJt_qT*$JvJDS z?>hOgx#`$jD&)_Md8(I&q41&bxI3qxe3H=iDf~oVj~GJphfwuxmmIg?IQlOZ-|hzq z78UCYom;&zQg+NC#?&!J{Hb0>-1`~U5sYOG)XvM_9IFo0V8>khT&6xrpB7xmIW#MYF4y_4jdQkxVC~5_>bgDIhK94Xzl>m;j4=jh(OLK(z7Har> z!3#p%qK+`%n$UfWMbXz0=I5ZlbjrwNH{E@9FF<3#fvTQ#8KTbQJe03j+K-51RhdQj z2y@~MH~9$jW5Q&nH!^<$<$$K)e>NDg3 zAaYM`j33Ll0(FTsjY;5Eqf^sCkKxLW@i`veQKER#@Io3YL5)h}1@6D8MTE<%shU{Q zba`)4fw02YI8D(Ld;k12P?y*BaWuTECr`VrT6PL8Eb?5NZ{{Q1-SxuUHmY^&=K8aZ z`#Na9sHrl1a?q=dp2p7GMyq&}_;mm$o#b72a!$pm&&+MhU^k#h#cw*5Mzs#l@=(=$ zF;%Kze7Gs6>0oWH+}OPr-{3>Bn3ZeH&0?!{z2u03dA}U#NP={wc1hou&{&+Prf^9K z)>yfTl=;BKlJXh2q;p|d2YT7&tm5k26xcc@9AZ^67;hl=CA}*=N?#;mDALb;NfAhO z-$@_{HH#VJDN_u+Ro0kwBgHB+W`$qtWnjJgnVkn_`=$FX}I`p8GhqLjc(Q9)P}zlY}2nSUX14t&v%abqE0bTO%J9|5+r zZkDoPEM6IC_-YSmNa2!yc^=TPgy*hUJXpny2>H&y#6J!f6W^H!OsvqR?^t|9R${Ce zB?fMmo&mo0ZR76D)D&E@5X}!;Sk_q9Oe}t4D>9Bkr3Ri(8!nzsnh!i#MqWIg;wlO} z*`)@aE*>tPcFqHyHb&aM3R`2L*y&okzN#uurU?}r2-`bcgx$;t3(ujuO&}NSHs{cL zdw?p%94eu@$(q?0lapZrCSDmBb9;d8rLpt7x4zM;)vEPo4ykzc=6$Vd(`mFHk<BKmQ4k2g-lFH5L=~@9b&}I_iI_743?; z@B5n}EH%;I00RC5mI(NNff$PZQ~`f_mM{iq+iDJ}a6}GL1HS1tp8@|bCrE&OTUx4s z|6ftVx-YHn)5B8(@x%DO7#Lg9OhK=cJ2;NowTb>5FLekBRzv{QFDvLYIR{D_C>J zHI#=%+gmb?X0=Yc4*X$dILu|vnO)R3_;JCRIso1IP&WcbtZ?2e{<)R^v4{Hn4D1O) zhLC=TiS(YeOLp2H5&BJra(w$EFzSi$v07Vvek69w!KXe6=<{8WMshI zgk5me8loX_Rl3|QGZbS*3Ei`(QC*!yglW!6&piDc^>RkIJJ%okEsG-5+$s1X-E`-& zwxYWsc~%o=$RBS+Oa*a*>CXFc$2grgVYOx_ z#hE0H8qxxJixh9&X;_PZ9cvrf;Y9{igVPQg*_Md$Ut#nVLCQ1>fhIC7At6Qy*+rst zxe&PA7ti?o*Ow8zycqa$dg8@Eej3DLAPYG!nEHG&yv4wCI8fPHPi>CWQ?x)gY(-_o zN^MP5Ap+={Dk_dzGx)13PVPrlmBZa>JU4#Q@|NWS z9}gKlMG!ZQ@-mTYD=)B4|H|u^30_uSPtX%9FMc}al-K#%+Cpa)c6yWw(^?p|A~TjU zl*+Qz*~f__x;ityGC2Gb2H$nX;r%GJ-wAi8DYX?5eE(bcVgO2Qv#Hc{iY2Hv18+*f zeGw2PD7Y0upnuyKX&ME$mJ}QTm~l8?#nNQqVuPSxG5YO_plMasDlx(@8$CskE{)1E z(PgVFFh>6>>$?OmtE}(Q6RRwKI_6Z?gtg??S#6yarM9eAhON3nD~w7-+3IWYS(f?= zeQ9v~QmXC;K)T}iepJ}PaCe#tTN5D%{{eOzfC@X+RADyt64Y1-e@c~Y##j z&O52JP!)r~2aNu^B5+!jwo#06lY# z+wIJk&N@w=Eoe^kb~D3PYVip@wxRYeqL8lD!k-#k|89d9yW;wOEVXxpyVKO#i4n5! zIKCKwS~E9CWJ3f@&}(4~D#i98z?PucP88z)He<|b6x&9!)dZ+?TAJARU>R#MbqpeZ z%z&UPBBxbto5ff^V)PV2&NQmcM4YYKz%2c%wl5I8tlGXvPpsPb>6lY(JHvTbot2xs zg3nZL;f98--l9^%loGQQ+&76%x`K=P*x>$e8$8(+_xGdX{x;m5rs7VHkcq#>7Xwgn znT}*kP;yaNRBGQ}2Xd=&6bzqwQRoy1S46C}$^u(%;pN=_IcL^QgnJXeUw(dB&>1yFX za7MHt14ypHvUwpR?qEe$hP=PWsFV%0)~&kpBOWRCL|)aQ?=gK?IJFa}?HqJ)r)s|7 z@P@~PeT^5~bH!Or=WugZW{Vj2mMgbquAqZWbB)rBXk%B#uantw<(0_y5vp`d&9;oTo>kZV;+qtH#F<*VQlyU5JS0srqKxGyL$-)k!Xkc#oj1*dI!-7c-=mh zW~Kh6sutQ+5nYRSpqNDl+MM)gOLGoQ9?eIX6bWW_h~b}JtfXfjHx}Caw=SfG6pq5_ z|10&ns+v$PW|4uUBf~|~oETTyl>bM2fGS1Gzl5r{l>c}309*el{{rL~TckVnYI9p} zjm4z=cUBtDQOdt}dWU(xZ6;_-b351%5HT`e`-V`s70i*&q41XQYGm6rb0po*5SxiR z1@IKgiHw*tq|@M?(P6;26C>nPX!>1D=jR(-p5RlAg%T*QzNu28l*!WlI6=j9jWXiQ z9&r+UK69fmB*(9ZA&JxI%XEYWopEUSAA@MnPUZi5a}LrA3}SrK0HbeW1P3oaLk)A*XTaT&=jF0280>@-_AqPI6kGVfEd+P+?rJp)EkC?yAl0;w?A3_P?e!*C3_xPEReO|=b0~> ztLp9s8krt^T7>E*7$>A3d|zjO9gqIf8Gz7?#M({F{_LqOe%%;Zb73o=WqwhOje;bUZFVDgRW4Psc%e1o=JcthIw?YGJ*|;1X|3_2g#Me z{=x!dC8ps>#3m?}`_P!CR2DNJoz4@C(kW{!v?i$(xdFu>?{W8-NKHlFbMzUbP{kEF zd=Pdco1ZLXmFUD1`jHT!)i)+gkM>9C)H_KZ8YHFPW>UJ#qa&k8y(tdEJ=0uR5Jd9E zWXK#?qY)R{FP@AaAoA$)8ovGWLsTW5^`nbwY6|`a`Wu)5@NqPz$!Z@IWW-3t5;f;X z3Fy9krZ6N5C{G!-nb7%*C^Mn+SC{oZ6B>3zQcr!^5jUsi0!bU&j_3i3Z~CUl_j|Qw zg3CBg<4x^pnYn}F|)Rleg@r0)HUL$hRtpy1qf)lS3*PmrVsKIy)M$jK}8chVED(DTzkSLpq)u{)dt z63#2;XG`TK?)1d%ppoY!)arCoXmbt=@{xP@vF@))7MLzS<%cVdw?p1AW5h!J2BWv#tzqpNJJaR``sSEj7sj&Bh$q{3G6Oj zqvS$$+sbZXO=ZSV?Y zqU(K(SrNGRr(N9OJzc8c&iKhWz6;z}6H(`BrTy68?{63|o0DUV+D!8N{B>K`p@xMr z6xjLSMo&H2_ks0lqFPw58a-mCP51s#BCx4oJZ5lSDL%GXSXNh)b0$7Y+fx+Z(++2 zs-ZznCw_<L`U(K(NM2LZn_xnA=Vc!|HuvfS#Lf0ZjNa08+*MX(Hyl zNUcUH(;={3d%xTAiZD`qp^hP7KUa%H(7?T%K=93Q+qa0e`BYr7TeI-yUWVEGMI)Vu zY3C1T(`gN5tA}q237zerQ1uPV;E%1yI1QB=I%I!(bf(EGz8B4>GdMzG|1?ceY#+aZ z8w=$Xhc?{D;>q4wt||&V*`)@a4i6Vk&3VAnN`0~l*v{srWvZI0BK-g0wSkw%hKmj*_@b&&4AnQNjS^%8J%IzqIy)_n-aNSwU4m#m_ zhjqrfK66J;`N6sCw}OUdqKfoTgFNeq0r``02y-W(y*?aobbn4^W z^>3rUbhDz#ZhA<|{UI6)qFUWvw8|{<-6fJwI$X5+La?m`ixZ=zb3>%q1mTsDF(6G3 zul$w4JrJ8o%Rbw*M?04NM$L&ZCyV%M#tgEW`uC;Ol$97}jr6bVfxRF+C_&|p6xqB7 z8SK6@N9m}PdWv)OXHAkM)H7&u>X2ySp5il`Ol}ShZNpM?P2x*8W_D-pZM0@{57h44 zhNsfZZ2m~5NPiy5G9G&1as zOjQdNY*A^u4=*C4q{2tNxA%HW%K1sBjEAL_>Y;kRh6}dePma_F@FOLEJvc{1D+4Z* z>2x73vsIdNqk~gScg^OT#a;UaZ|%>N8no}JjNmy*lXW;C?w_7AJ^<@zpN!Hcp_8@b z)GfD_FX2wjCAQrOlIPxG$;N6EU{ltYieZ?|UzgB)8bV2w-%coJUzXs;RKcF-SzTbx z1S{33*XpAttefLr#^c6&vx}F{$H-3)Mjp)ohL%klb;zjh9KjE!^nm|Y#!Mi?$#J>Z z3KfO&T=YrGzjpxnF6YHZ$?fn{WYpZ0Z_|cI5j78mmXxV&h5p>v6Eo>%c<4)m&_9!& z_xi~wcre_ZHt|NC`}zRBNawM+Y;g0oSoYIC2GiR+J8IP-M8LqO^P)qjUI?3N_4MZf zr&K+`>S@63@)X!3#`shDebHyU8l;Y{V$l1&1^^~I_Ml~>1X~^h`wK=-7;4-$QTNRw zhF#_7FND*67h^w(mG8UwE_!8*@wbeg`yOME==&jRm=k>i!qU|8ggF3jv{K7frtqr9w`Pp6L;JhJ~j zfLRu~<>mtvW?^=glp%_M2Z=G_ z8HrcC(P-3&Mp2_Nf~bfh-e)w)|Gld3s8`qbRn^x$v-{Uyvh;k%tNPwuuj;+Wk0AUJ zf3ZDx_N$CNcV>K%0BJ<9M|_ir-Mx%Qnzmm8Y$H6=;?nPXucoq46clQED4=c$$ zOeR1zQAzGaT%+{_GEzU?i?hhc!QYs<7f(XKlDY78FD^n@VeZAHC4J`txEB|fG2>Bq>BRHKySCd4&=KTJmIrMQr}b|H z0bUc#`~oUll*0{{+cxbi>_9b=%-kR;^@XvKI`EDwJGN>}n34k`Y1sE-!ob3{4 z*|e%1V6odb!BD2yEtlU$>dL&&LRxz<0o05d5{2R8!e zYLro}#A|qo?x?6czZl$}EP3<*AQjE#ix*^B@~Gx>(%_4Nx9@-j4OnL;$)h+e zzMJ=Q{Dpre$)osNSu_epf-joBODwr%(WoYm9&=WuQ|+ve#7eSpjrNVPJDKJz#Hk=F z;#a7cz6z&qa-*cU$J}8>hO5i1J8r=t;teWh>~>G4NT+hEWhzEH9*|P{S|pNN?$B~L zKnv+Zaq7?>?60XxtvO$R3joW`*A`7FWsJj8N*Oaff~RtmTKg%IVn#|!dGGMv9_N1K zJU6E}Mno2d_yBT@7>1a`3n@2)M2$%{{7kGSK30bg0+4W3=|b{VGh)jp=u{Q2yP|Hp z((GVjBkM(l%{D60R(PY;mVz;%z=%Ei7@2yBv6}l)%h-^l=tqk)5tAT`)lePABNKw6 zGZMI9C9kg`R#>3s>-dWWYS^z*BNO!$N4VY8o5ZCdVG+=7T~h<@sy_AV8EBK%)deYz z;^|73mkP%!{;gNBisUm!tMPX@g)A&@+rHW(fMG-Zg2yp_ZjpQE?U3JFfEi3^-64*F zb2Un|YaHVz>Rjh`LRJk7Zmb#-Em|S75E9(b5T(8+PQe)5IMgbvqT6SElGwsSeLmVh z)RF(u3m58G=Z*@OP{$eo?;YxRlE>T}me71|F5ZbH)Uld>Xiq{NmwMpAA=L3~J&ls6 z23cAq7l}AkJ?7^?CqBPY>Es8@5bDSm@3KQ3kF$k3%zjT6@i-hPmJ{*Ne3d!k@gUgR z5+WWrEgtcB4gSJElZXfYRw5pP<=|_+9}%0sFcFW};?&bMBDJVWdosU>$D45o(exQ2 z9)D|@iosnAYFPG0BvM%sk9Ptv_lO5$92W6l%v3Pqu~YhmTqKYk-F#{#4DxYgBXNa4 zj~7xF*MvdVXu=?4m;o>~U1>ux8VHFbYN|0SMLitfC6?$jWMWkI3=FSbRwyWV2o;MB z1uhmv335=i#e*DzZZndvV36a#5GyRm@g4ldf*kBuxj~K;N4*Pj9G5Hxo&gO3D(wrQ z*-!=IW|~77htc>3eZFvLaSUFvjmKlI6zEKtyuSoY$f31G_+|Iz3fpLoi+({S`x6n|bzCTXE7`Hgk zB$J}wW_pMiwPSof)jwL1|EUWXt$2bvDqNx!rviBIXvNb#=H{>p=5up#GZdwg9n4tA zKeQ*&ict?dI7BNh*V8BoOps+!a*>GBl*jxW=)~t&DxLg*8KM>W;$3#MLayr#u77+U z)#T4)fr`fhv2p?xnh!DuDt-#qw1hwfPKyUBUXQ=<&m>TRzm-6RU@G{k>=(qUFHE4~ zjX3pm6-T|Gk^&WP!y!b2X9!fh-7*!!x-BSB@m3^KS%Hf80WkMK1!Ei*s9?-gFi^2` zcz#?4kpJA=WMx_YS>zjWS$-Q{NO@WlnOJX%Of58_`9h6s8CP zMC{Q$WXeiLnz4kIqDc2a$M|+60@KhjK?elHD@Gj!I;Gl5GyQZ@gV+UF$?yq z+?Yj*qu#|Vjz|^)7en>#swPyi9}QKo#|lR%-qe!_1sqWtuNIF>NRN{b_6b5zlr4Dd zVac$lRH%eH#~yaK05gfZL+k#-cXhaS?u9Ys%o0sK^QJDyl}WXl|sS`8bsF* z!zmcU3#%j{6P+yS9R0T&w);Sex=gM511jCkT2e42NRAn z9(|xrNESj^10>1`A!t6s976al7{wAo2skYsLbwBe;h#we0e>qY1i>8e<2gc*jLOOG_(vQ5WNM(f(J_^9xLkNsRmM8uuIN9&vI;GA07)39x56MNDY=lvzTjyaRw)9l`W&=t(it^ zYHSp;M>?aG#`I)`|2q_!ZjV*Fm7%1Z%qWERSymHNZrEIFRvM$N_88R3XrwpJxBwdL z^u3tFinXG^Q>k)Z!9U6Z%p{@?D|no%QC_sNuK4EJ3Vt_ru5+&}F=Vv0(ylRrR~l;@ zGvjqbEfL|dVfL87csxK9xL$vZ`kkpj7-$l*Ue}HcH}OljYKmO}$0uNFUI-k8A|9Dj#wU5X++sahm%C zTi5g!Tirfj>rjj1knrB1BFzWt-%4KKg*r?R5fuJ)Z&5hMP^c6<+2ss6Rrs6C>J1*V zatMUQvpQEQ!?F~;H99eViOlUC9&@_{M$#9Ko!hU&>#U7-rYi03)ibSbwKIQ1yyQ4} z7qGId1T3Gj%c><;5&8i$#K!W?Y1y%{Bc<4w;B_(QEQ^Vq0u;-MiD{;vdQ=LY{ufqd zCB(#VT0AE9E&PRlCNVMm9kW2zHc@c7I8Q9W*TjYWhbcp+9rM(RCkLw)Pk14RVs%dL zBO^;I3^@|EuTbYi8bqmX@*@N+`isl?8&o|!Y#H9@{|3}H`5}zw=7msp6U+J6e*?hW zqhE|gSoDjr4U2vyxQRI>D`~Pw*F2nSk$2oyeDU{H@RT^~@UY@U_$5YnzD*cH6XH5% zLt2nzyfM@1R@>2el}@+a+Lp$=q_|e0H;7@_3ul#zBNYk*S85ly^5-trB`harF6vJ; zqka&UiK|lrM3a>cYut_1VyGGRgh9x2c#p_aKP=_O-3%z%UupyX^bt4}Ix%|fRnZyI zy6sm!BO1Xz=FqzQ+Dk{T+8$M}ytbBII&V8(6Q4+$+Ha>wDh(>44Jz4#?*adVL6`$_ z0(|Ad^oCE-oAidy6ZXH@Hi^yQtCjJ|q~W`WKHl}c0;P+1v@S}*c&tOb_O0`_ZyJE+ z@)Z^rY(bQ>a!NjYI)KN$l+7W(}w)9*h|?k3-luRpTQup!rpw$-|mO!;(SKcWFe?`!Z7=|L+lGtEr!Q5o*IV?SVq%^cz#CK%pG;VYQ6-nX=)`ZZOgzY3Ax08&wTy8z9k?uv zj9s=8bW#t+_<`$g69oBz>uxVilvBuvRBynFI1?*wW1W($_&&vK z$J{L!gHGj<#Yl*ZfnDg-id1F54N9|@^7 zVKF@cX(V89MAI~cc_m}j2y77g!&m|XD}F zCz^J>nEWLjb%lLgpdpy%G4ME`Yu;Mr+gqObE^d=$f0r;&YmM1{dx3B+C%*aW~{`$QvY zMa8L1JkZot<15<}@zvCbFd;!JVtJh~%g@Q2%L@()EN}$J&Ld?swF>h>_v|=4_8$0c`JN{y)-Po@(PP;J`!(zrM7xnJ6+j^4s0gmt3e|pQA<>z#K0OjCDC$!?7$PA@;k$0(^AL4Lc)hQ#fQJdPankds#V7?Y*8gX@T2*HDkGCe_1ra0fDZOV{v#ag0E@m&{H`b0A0 zo~Y8JIc^?LM$)i^iz=mvmQ^V*T(~N|29g?{Q>E?cZqsz5MC_A^&#qUQXNiEkB`yF!Z^H9f_gk$RF5hJjXF_- zzeExK1P%iEXQ96MG?w8ZLgbf{ITRvtp)F*AbjR|qeK8qH zLrxdfMo}lLHei-;)pk41m#MZl;4h}y*smQm6Le$+|>TrV03~J=#UGPQ;>h5S!-5CgK)OjXMCW`O#Fh`5x z8|13sJ>=V66yIZ*P9w2GMGs2L=wh!BR`_=^ze23wsuYjsn7D_Gq#?SCQlw~=l_IcI zxKexw=gXAhkMI{$itN`8rxZ`#+-^;cLb+tve}jFw&fsdDKI~w+)p!JtOtvN<3K_Tc zAtFTK6jg@lVNZvcbrd%8N1;Lbcy)c0J`){x z=9yO{8&mNf<#PTa-E7+RBw#qhYTY@Pb7xM@{| za(4O^DX{+~I)aJy+#42Gj@hszOhV3?WSr+7r93KHYUM7`%SXCXEyP4?5MMt6r?3HN z!xHM`ge@$;UYY8b5N1*%*9KY6=aD?1WOK;(*-5J8B0>47?kIQ3wpzyo#Uyd(0G>fN zoX7w34E~>Yz<=uRgnweG`zHR)4h*hgz?5t&=sui!gY>xioOlbs;NRrypXu@S4p|}R z_TlT7qA^GjAm>BTyNnI^C4z>k2O1ozuvGehhUMHE8WADi=MoXWM3Aw)x5$|712PUW zxdaJ%)cmjgG_NF2^KgUq34*zsdyBbOGt4<>e*LY-tQ=%Ko|Rwb*FSp9Ej;s!PuZ|o zDCWK7D&MQ9hJMpNtjFJ#6vCbCU0?;v_46A^Zz_B?ZBIV^yAG{CxdTgSaX@2HV58} zXC?FIGPcB|n2fIxoE_>hyKwI0lP;Az{eT(rV)Ium3zio+RF;6oXWAFYpJQ>8i zd(C&HF%$)Xe}FZ!TdZ_$84GvM*XdcL`dP?iAHZ3h2fw64M#^$Ej)TsTJtb+yJGgpY z36ToRO8&KfB#VAah*ZtAee$`@TDJy`sh^MM@2e5uJUyHr;au2(_)25V)=FarPD-XR zFnyQwaBxIuFY*vt-8wKvVS21_M+u2=@?J==0Ob9v6-$<^zJ7lD{9yffSc#?w59>D? zZVc96L+{M3yr|lpX~VhL*=eb!0J%e`v4zYdIMV%Um=gcM2?WfJL1nCshv4s^lg_?# z48B@G02Q=k{VpeZuN4x#U&yzsgrmnwDWoiS>mC{isJ{@WD+Z#-VM2nk>)cTmR0#0} zFrM4S09B+U75wD@%smwxHD6sy1wT3;-HDn@)5PnW5D<%=E#+)-4PHnc47bk|H2|{^ zGXTsB#G47*x&?0IS}n2HJ(} z`e@K!{}oQbxa)Izh-4+pT($1rDgrinPT9*bJjMdp(mjIKfm6)#Wk9RT&dzcG?`DjZ zEzm58xGMuz=FZO19$)Ve**KyPU%#)az7r-!dDYs^@tBnZ_2OB{aj9a}+MeSvxA3SGpR$W{=q_$61>YdyAeGaK@1(UnFy+8o zSNZYQc8^&(@K!u4Ki+zU$K1ksi%+??ytPN_YMMD~H+Uww%QY9fLiE+&d0@zar{3hp zQ}6Ydl><-3vyypg8FSq!#^P%PXP@wxT{u_qNteo1e!vWI^n5>X;o|6Oc$xU(GyoJw zD6&Yp=F3utT0!AG;QE#mN&g|T8H=R<41Uo7-<)Ox zH2v({XnOagXb?-cBqaL`mINC%Qjfk*`ScOC*T3a* zdsH2@U@1}cWr#a5s(v^@rrT#KQT0QdF%^TzqUy-DZs9Q{s=nNJ7FkrCY6lunRLq`B zRGnHESw6#~>SIVw7F8d|Uo5K5e(g|E^<((zQI}-_wMn6HPj?m)EDlnW&f-IulV@Mh zov(1ln0zHy_?mhybAQ?Yqw%7H63>>&qgzFpeRW{C_8hFwN!z2RW?2>q_T2L4y>5*VC$zgmqJQCZVtQ5X5bFO-};-{oS zVp&osC4r8@9LDC%)ELy*gnDR|W~b79K9s1Ou6E(vPD?1+$b%dOo+qn;_mi1XJ7=J? zc8e;;K?O7qw`ns7m{X7A;4U(fm!FXp{-FrvBMMkI3VFOYo#`@T-JdVwbeSE!2Y)d; z%6^q7E{c{U2lSDh%P@Jn#ytJypVne^L&UJ3lu#(n-7R!NJ_Bc=(slKNKHP9f$dTP*E zUy4&OTF>tQ;>)p~8WCc)^I#ZXvYi}viRC;59#AZ&Fl%l#zDqd7#d01=EhnTB<2l!) z0DxToB=>1zHIH(quU0e^t9d_uu4pxnAR`4@O^QrzH3f_t#k#oFd^}EN?V5tVbK!GK zSvJ-GfQVxYrCm-_7D|#cm7HxL36aEu&}9hT>AV|ck+yn6DxW+ED2HP=wMNZP?1P4IU1PtYT5g|?OM+rbLV?xJD?hu)Hvo$`>QuZvNo=3@(CF)MO zOVr*gk;(9zm?%9J?0j^GUQWsQSz3^#O;hK zCi3b|mS(^VD?^P4)^9^hrEI=%D?@qFB&x!^wV~#_Qu$D*@e=spa@K|qA?n!L@aOPL z+C)=yZ?ZZh$NVLQqgx*e1mcT{m*KFf-ga6ao^D$oCP&_yEIX<>S#Xp4&>vvV1%dfVnRpQQx^PAD1JV z#O31=1aIho;C|L_KwWxrl|DxqQVA36BZLVUlbE9e=ivAvd6%&l=-}s(Nz%a$wmFEn zPlNGFBksijtQ_LTsEOC4S?!;KMBR1CH1!GnG-TrHLqE+vlebf2E(;(?(oCP>!;vUe386Z|TCJC6z8i@#V*kp1dSOfU!+OV+{+({&NY z#W8p-S=}0-$EW6&jW;Ttj=2olcT-e6kfMV9Dgza3lQm1aZtYQc^u)^abYpguw3w}K zZ8c^vNdaS}(1U%dH8InuM(nH{WN*bq0c|g8W2EexC_S>TyBiAFu?Utckd~K?lHp;0s@H(6ouXQVp(WK{mTmub`Yrz|%S@rSw`tz~9 zPP^KvHnB%gtH~SV0GRRd89bN@i5#Pq_*wDVSbVJmz0I3jvS*UNll$^?utiVxnhc~g z+xT|!_IPW0_Kb_$Gh(Nn_fT}rE$2rZX-qM>NS57yL^d|i$LQLA1R3?C@Q*$rBMU*r zn)u!LJX7YsQ-_qb8$FAwp6;+4r!D-Y~w0R>9fP^ z?};l4`=f*!15fav#yyDLFBPZ8CvDWI?}1ZDl%;aS@mK#J%2^^s>Iu!=02|3&rFt8= z$yc@bIH7msPH&f({$T*#Z5^qIZgx)dAO=i1r@0%bP%{q1n;Zvth2Y@vy~V*PeZav| zv^hp3(7Ox^{1QRK#@?dg8T~**2@Q!Rdy9sNKA>S)6TJ>2J4m+~Kg8DvLtNKeOuV2E zm^eW8beMybU`E{t-CKS>d6Y*5)!PJNuj?(s<{84AH%R~9V^$6ur17l$Hc0=;V{YLa zqEuB!bMj3haX;`t zmBV56?=n<5OWdzKX5~P@cvgNAx668G2frRJaeT_XmAC`-tLB88RJPk&ej#}@R`$wm z!g_~zAku;L4g~PH871dkok1rF)ojVE20dowz}v| za6B@XFj5Y~WgT0Y=T8`JjB1m=^gy2j!(HdcaIf*0l>@`Yv+`rOH+jr0oZ#S&vycFj+h+KPLN{$K1l1j8C~wOqQq7 zQf890nQ)yj*-t%C=D=h>_G7X?dCbaz$>Lf0G1j*MsJ$B|F+m|M8o<5ON3j?B}7CRUS_ zqWLkxk(YVk*MTE1_T$LS9}?)%3+F06X&d#B_KTr4l=zTB8O~RJU8eY$W%DXm(JHe1h?jnu$>>#WdI51GWb!NUz4LW;B0)D z1}lZrRAX@BLpWzOcjg8>O2tk}Md`V(Xlxd$LkzMrQq_so5n{U4gd%)rw`Llxsj;-v zwAAz>6c`b{|MCz%T^3wS{t6y-!EBQq;E)lg>bD32fT}X>Rv_(a)ehBT=~aTwpAca5 z#Hq^;l#I>#!w8ri657o$?fsWimg|ndF4N?ArE%>g+XqIf*G!Kzs++rmYidz98tKeT zjb2+Dit0n~yS8Pj0{`t+X0{JJ4=&fYM@@E@-(r8^gZMzSHacmfUE4C*T|FQSaOKEE zWy_Xoo8o9;roaipvGm`7w$7Lf=I2(xDYj+>PnZ1FZm8pUb?NyF=9V=oW7P)ySl(=H zYgeY{Z%}qg_X8U66R;V*mKo?JvDsxKaNu&=WVKz5)+6E8Zz43<6irl{EjUZZYRn`R zuc6X^rQ3qi*UjX_W%6=u)4;Y`cQWcs!^zSZASdUhq2%x9ZHj80xIRtPnVo{{{B~^| zPiVGl*9;9{AD-mRjFtF1Fy1sC%gicD8Q*SNo$Am*?zt`J5NP~&&(nc^hO?RVjgo*J5RXOaL?vJq zxk(4x-!hmB$HuziLgYPm*t^sy&|~}Y!7By6 zr^7pa(_Vy;qz_xpC5eK6d_TT!S2@+k>7x=tJx}_cU7klj<-C4;%2Bz>hfd1rOZQ92 zCnzo|nJWeBMF$$`$JalWeSMx9r4zGa;2!FW&h4wJV2S|iIg@6&IQSy^=8A3_VmK&h z6C6+>E9#7MOm*T0>o=|-Ube90dkwuaH?XnN1~(Es7ir}n-XI_Ro^sKgl>m4r z0%o6{t!dFiFqQy#a4*wWK5V$7teQ@NqxaEZTp?g}v}R3oF}iM$-&2j?7J98v9B~X> zyEb%f0Y7i5IwAOIzoz5N6*=4gg>v!tE0_Z3kIw?&#G%?X8l-HBH;q1H8TAnE!vVzf z7JW|jcP;ZUxRXIC^Z&(=Vt}kYR!QSUr0d_q0L(pQp2c{60=DIX`Xlh~TwXqPCiwfR zgxzJe16}zU^5}u8l8tG5)kO3FEcKk5ke3Bm+?|tQOXQ zL#C<)tdOd#K%?i`^Z~%3HjJgk5WF3BhFLOQ_%{CNOdlKsfQ|Y9Z}wCloQMPD>w}Xl z^DumUkUkh@NHIWm)d!~ouzu=;{kc962`lRZD_xEHApfmHP#@?8fGQ*_C|{rVdG1`I zrKJ*tu+El;2PA*b_C}DJJHVMUgVo$In4bns#Tu1aD(Ov(rK?|m@q)r%7Mkl zc_RP|*J&|YVh+tp0%g9F8N?lL78dtM301%VD`sK; zK0+0ReK&ZViu!|=feiu~BL->&_(*mf^H?BQPA_> za_a|YgBK+9pK~T!u+X2ya*d-wUJ4P|7NVHV?iHz#&olt5asn-BCm_nvtwflj+--|3 zX;n>7G*kJgGtE-z!orF!I2-^QS2lRFur3fye@;cfQxUGH4RjR&PqPee_~amca5BS$ z0kW$;*Z{!7^?|7xU}pLc;TnNZQLX{#M8(1y{kbv?RgHdmpDB20nG~#+Lcu(ZuA`s4 zWQE8@W0;0D?9 zL!8MSY|F>w1czww!uVKAQskH$_6^Yt6uGLjXXC>$aHyg)-mZ;7(J^)+#e5hhiBYPy zUahS`Y@m9Zkl|zQ!l*S`iU;t|j0}d=0NyO@0UU~}fr(1DvVPMGyR&dgXUlMcUGvJ| zD>#Da3+$e}Lzf5lT4rJ}+M+wKVtRHBPR&qvFvd!@ZT)426$4-`VlAtK?*K5t8(7LF zGPe>=*1{>hMs2*-oxg$I-&Sci;gs3KxO*<|bv#N!soFRwa|;gRZUG^!>=rnY)~9Cd zZ)M8rx3PX7M%dkfu(pbl3T1y?CS`Yh5}|Bd+tQV^#ka9Egq7`$m9AQQlmCX!-sHcv zK0u2S-Devr$OL`BnHPdh&7y%weVc1B?2uU4k9X9zDbC48i;_&M7Zcr#W0-= zfQ?I2ylEO$DOT@gn9j!$3K*tmT4rMS{t&}-F2jleu&ZIZ6oB>BFde}S6Ctf^n4C!K zW0+bpW%Y*X>M+7O8>Xo;DSIuYY|jmohOn|>veH#+nDXDy8K(TVp0gow>&w-yL@(N= z5oEMZbmo&_qxBq8&&Oo5o>A*`(O$8KYjDIrwnb3`ZgiN*;vv$weul*yk(w=)WKG2v zDbhWH^!K>StX5|##^@ak>4sGj-t4V0`ZSJEz!-hTG82Q%2r))?GprZ@YY}T%C4Cuy z_08dqG`ETfq zQT|)&+|?#gdA1RP?9AJoSs>WXTq4?;u>d>6HsBo1j8s#Cm>H>T*y<;n6~2o$RLsm{ z0kCn+gExC?X3oG73YeKES!QDR{tz?sM1~auU{^D9E&%JRnK_1=8A4jw%s7$O$IMh@ z%IeL`co<=w&CF<-l%1lK?YWuJ5LPxbR=R4Gn4<;i3Q9I)tbc0*air)GDkae zK(LkBD(?a%<*@{V!%ut2jW4qfnA!P{WRa7kLqk{&TFp4Ec1-1qq=k?9F+!?40HY=| z;i5woWJ!cAT{KT9M!_|Grr_!_DR|lGcTR2cA>T^9+zcz;E$vV)mRk{ z&%zps)l$Wyu~1C4)*T*L6G0u*v?@HWSK6I~a;2MRn(UBmRB3Fh%yyu5M|Y+TB}gk# zv$_q6JXacx);N^8niz=dTww|*4%mXaxiu`A8ea!kSdtfVOS-L@@kywEB@FtsN(0XI z!fRObR2+4xG7Dw2YK=xbuyNd>Xl$md9T-7OR<>5*JE3waq(MZjt=0CncCFj3Hlcni ztI7)Fx1#A*r&Aki;6$KqkKrRY0;&^315iJ_wi%Cl)tYNqHCM}-u42{n8}8al>wqgO zn@OgY3@aPFX|i(4%4TmN>m3=+oZNC9f)$^jQ_4COoB!71eKiTCvUMP-G|JqnO`B3Zv?=2* z_7y_k3Zl>NbY~+iv12M^nNZf5vne%DPsm!USGqC)t$W32WtvvT>j1+zyG4ii$igA^ zZXIHGFmphd)W%CePDj;QsTrIOk6HX6t&R7w(_Pmt@hslF0_+5<(1(>fXU05cF_(h4 zlYww3T)Ofi=FmitU?}x&A$JHRe^#zkWTi`gf`DC0mr7;z=h9_tVtC6a$+`S&$&ja` z5UlKukM(h}ycEVOZLz#B01LO}#TUybagJX?aOUfe%oV#BzkG0RSLm2F zw|lZ=Hl*86-dXP;aleOO(#2ojPk;RYe%(-ikp25Z_U}XN-ygAmf6V@U82^nK_&RJr zl<8ci2G-&=WaU&c>KoxNp+Qqx$Gd(O+}J)pSbqxq_lo(trLOqg3dq21V`HEz;Q1H8 z^K-}W9#fk;wW(3;o;A2S8ib}LyscKmx@xVSpF4p47?z%$pFI15?tF!R#^fuxHe@r; zzJ`9o^@eX4tiP1rnL9@sYY-w3tOZLK8vjgBLL(q3Zn34>9fe)e4xDO)|G>Xkv1%wf zekhBAtWHv|2J7#UhFH!&DtUm5c5;!(@r_7e!#5c;)?oc3FkJnk@K05{Oi?=Vyc?fq z#J@ouZtfLpCtFk1we6W^v)W#}t<}CNZh6KVpAC0g*Q|v$K%KRX+SuCZ+3sYkdGheO zb!$7dZgtIcW&EnjmTJ-^Z4{1+*1Dsk!&vPC-T{`tAkt<|?qSwMZFsEGsf{z1=qPmO zZJj`f>UT>xeUwBtid^L`!SZeDXQ$k6#PU6ewJ#ON@+WOruHTAN*Z_~5j~{n0{17B= z?leyxOpq{G|CR)i)QG>|c9X4B+2aIf?{&vn-Jx~ky8yhKol)5OoA6bft?y*O6dWvr zwKtSCNt|673({?dhxi)7#OHg9iO=)_6T5+4Gva~V(vUsC6SQ zv=1?ykUIo7|J_^M{I(Ccp;cF9L7{gUHuxoihJBv`;^=0|TolG$0KVr6gPD0Fa}=#e zd3@>Y+zg*QOvQ+8Pw=DH((zzhwLHIBRF zQkLBSInp*j7JT=t|M45ZLeY(|c>S66Ki14Y^}rQG{UyLFq5m;Xi}yeNJLD<+GwFZ4 zkF=Q3wLBI)cJ5`q6yc=?4!ro{Esyuxz*-(xn$hNG*QO#|2T6e+?Gr?=-svG2g_;vD z#swh9_*=;*1IFcm_S^;mqp&n@c33$TSa4RNE-q*rxc(H1fkEyeoJiOPK{(cLnpgZ> z!~ZiNJ~xOBX4xixvkK&bKCKb7jcei<(6SZlim^0CJOxl`ZfR6ItJhPVySS!CIO#(K ztuz>9SPp9g4Y8E7;Ng>(f^d8g0kcJJ+?ZJ*pxl`GgCpJQHQj4bDz*=fu=N@=SBB-s z>gbG!-@D*~?SpIhC4S*z{F^JPN<@|I@$g@OM4!*i2qz@S?%& zS$wx1oglqkTOGeniM``~24@T|Zl4A6El7jtjBl0~6#UvHkV(wjA)nW3PgI&~E(Pht zD@g}E4C%p9Ayl<+zK6Gp=E9FEA+8_@eUFO#gpmgk8i7Bjc@3EZD2z zPw2P~?KPXil@o=B)w|N`;={>s)hn;X_dxQuM*wT2+MGz|Mx}Iznz<;LKU{dhe3U^j z7p6Pt|CK8a*+$==5HPc4nfnJ}hn=lE=pj!PUD;p{AnTuVAOHq*u^5rkE(>pF4m2HA zIZ5bqZhsgD5YH6qk0P9CnTNsu2|89d#E@cuto5wuYKn9RT@S$Ak0P)YkVALS%p%8) zbwt9-=L@ZLWvrk(Uzq=vdv{P9Ol6sA+0GO_TefkwpEC(#5LtK7y%~t&-9aA{yQH*l zURp|ptvb?0q?%M&ba&$_n3hQ>U062$-b@v2;oqxQ1$fgms-goK~91s@IV;PZ7k0oST^AKZ|EHN{I`y{7{cNf zi$yGs4P1~df1k6I2HW!fcENqFyVz*Wi(;!UVe(?V z!M)R6IJ7LR=z_mz2sP*eyjfTmh|BmKzx`tfSJVc&ia4LJ3~rFxAg|#g3=;;(T4Y-E z!RG;3xIQpd#L4`=h{x>-6=lEOiHe0a`U5fzRgM1rK2z}iGAa1eQYe_G(RK8b{r29_ zZ~4np|6DGGmt)x}%B4KrT{~&5xZ)C>&D4;=CBmB~ov192ikC~d9Knhnk)~YA6_%k5 zZcC6u^jwAq17s~KEe_EZ02Z!}4dqfYf9PoL4~Zm{S4dV08dpg9Z(JA$9@FrC28?qt&lm%4-)6u{&M46dSpMoQ@|uD>Z}D;W3M>T*@ln z*yWp7fSq7R7Vs#OF&W(^uvxj3KQItIE|>E8a-||W%k^0V>~fY%K3$%k9!d;v8Rb&G zi?b39c{&P-ihs`?D?zsWJ{YgGrPU(#LJvx0jJl)CCFA{a0PkkREIFx{GGM(bk+H3}nCSEY6XZx-;-KBXl;*x`A7U$4 za)$`jt9px@SM&ilv;c&R6nd9oLsK5&t-VFV-}V6wQvC-R57KQODdH6+2t$0lx0v{F zA21=-fB=8cr98wpJih*^Fh<3;WPN<dZuXwN_b{MdX7AgA3K3Y!5Jed!1~R#SG?#mkin82WiD;Dj{I~Ke4cK4=$@w4pFXxM^ z(!jIaWkYMh6m{@SCIp7#xp>n{9pq#zRS_;x2bxL)TP%YcG+>ZA7-yI;K-MDDq7JSG zU?r#nL#2UC9URQn0imLtvE)R>!Wm09$TU3cjpN3f^1_1@##(cKXQ~OTD4r zJM-!H?mpA+?Pb#MLkmSeIb+F6K4y+(1D^keE@LVGEvHHYHgG|<{5)qW2m9>(tu*jc zcd^l$7sXcpm|@OftMO)GTU}Vo?|QyusZ}k%6dy@9acKC!U`>PU^b#1aG`D>(02Xei z^R)b-+)9h|lV#pYKBLo~|CU>&0UNv^q5on3g?>>~8hDbsa1_%8Ph?VH&;@wYB$7%* zPh7_5`0dX|xOsm2C6>W^p%0$LFkyhKMW)4X9|d6H`oL6aAoKeU=Nf@fQTE%Ns90E| zZ2#i zhR$!#f6K4ZfDLYtEq}Z-xkDZJKUW&qi7E|z+g&?pt+=v0`VYpJ2A2qL7Iuk>R~q;^ zf)za?O{IZfT81{bEkO&UpE5icAZt-+afto|z``9OL#2VtA3BozLm~;~6_S;L#uZZj zTP0N*unr`r#IM@4X}mQ(d&b4>nd+uZN!AT#UE#nqIb3nbGt3<9LhM*>vPuKinKQ&L zV5I@;ytIK=LBl?H6&3UWHW=B(5VPKU=VvPuJY`0hhydCqv0DKO9ZmAE=X@24E6a0k;4hZv%zo`qdCo`kQ}dIpY1Z6*a5dDb zZ$?wCiJ3-~H-KL~KexY_;G8_#%gpApq*=LVkgiUQ*NtuMRi&@`X=nP6?i+_{zD=dr^8()XFyris#jDPLoIs-b6_DvIfQVn{Wy{ zNcQrb?&xyKUjBOk@3yC5NtwEX0qa%v^4-0~#K-!836g%Ctls1VRqaE}8zy&%P<^Yn zxcPb?a6|KxWu(x%3>%v4}DCXtc%)M4&ZyO zHUhGjkM{U_ht$|3`tbF_Vmww9zRm5|dmzIhd--t;8P3_u=XlJ@fkg4F{IZvy<1x4J z>}5V>mo-qXDfR+iqqELGBB3$oq zWWS7ju_iD1iVe}x2{w<0Tx95Gugy}nG_xm7@3+;ulLM?_WHeoqI$BpYK*r2%$!HH; zcYFEc5pv%`KEBY|Ds6y2mclGQ`gI6c%#T*kEGLk@jps+7)0!q3(ySvrcAX!YhBowa z4mD{xkA0`b2J;0Q&IhJm??ChBq~~n^Rv^%VWOZkp5x19DI76=d*~jeaWUa&b%yG((Y`D-Tz%K{<3V&-vVG`VmIE*{8Z{aD91p361(@h00t0GKj_Od?~RY8 z{xY41Aqo<70Af!V&n+xM*DNHl`w#%;egJ~4GaM4TGpif7kQWInpM@HGnR$yJ8vKK;j_zzk*@H09lJni~L^&z{2IbC(S*2ghj1)WPc*W)129 zZ+fYNoCJ~gAY7sjG>P5swG3_$+8}lCE`|vMWGyl+>fj>)tORvnNbJtkLEJ)~P*F}0 zaiU`31d)4X8mb8*U+*&ozfvXz?=OXd`UDX>{p19Z-q7#&`SknmKGW~FWzuiyg=I*f z2mRy(5i9waIhGB0{u{akk^Hxu61#2Sf^7NC&QuPz<^4_Uegbfw$!fZo7sXbe3V@BP zc)V#ERdL-5Yx!p)RMAqaTK+=Iz=qEaveV}?EEpiW+Ue&4uy8w_rzPSR@*@3YnYWV9 z=(Oj*<(AlOgBK+9Cpi->Sm+l;V)x74g+t52iY|C5L#V-T$D4(9fw+v%@!Q{ka7AsP zYa#z8%isp74blgN})|oTJE?{D}b#gLV{Sv#kEgWKZy2Nf9xq_UI$XTfwoDPp!{9rFo z@~naNBfjSivczsY$`qK`{Y`#k;YMiKEOZG>k1PzlGa>=EBB7k=@VV1nl(-^Q` zm0-BEx0rZ#A22b{t+cmPyQ8i4Si&-OImur43|qB|H;6#BdW)E=`hXZ(VL?U-y~~iH zslV{D-lE~feL#a$U_r)%beji>H1!wW*jr58+6PPo)L;03$JaX~_utiruP?9u!k0Xd z;ZT3!3k(^~^%wrjV^$6%if83lf8k+|xrNtX;8S*4DCOE=KVXLX3;ABu0@hzR0Z2v< zLBxyXtp0*#{;AWcAZj0gS3>;-oEERYaPUR&3;#^&FT~yBC0|-shCy&udCYD@IInop*Wf)-Gv1*&-|7#k^=RZ!|kR$OU(}~dtfWfb~1@zOb{YAV=;uJZI zd^k`<#ydNxYQVYDMn3Ohg7aZAba^c@+e#iO`*_b}O`#JXAqo zSB1v$tPsLTyS8Pro0d=H2f)HWaRhPFoDQF{AoTq9Q|&=ODyv+X!xMr zg6kPl43M?9gL(lZqxn?;%zd|jS#F1n=1lJQ;2KCItb7E(N>{$R(_}Q~zvZ6MY=fz| zM=lx7lg=bm_BpEz#G-3e{RxEt1BZ#inx|K%MYDU{8YvYqqw-vFCrwCk7anUoJ z1Yrm3zlJjr!r_BCG1yAvLcBp-@qM0cmP{8GR`kIt0Bm#(@Md9sQ20>&V-c#T4b(&R z$5{q8d~T2~IEG=t0NGU+tOH=-xwvhRnMglb2Uy8x)B*W#xur_l-~|c&<<3M47WzezDtVW?aA;Xr(FN~j2sP*e zyjfTmi0gx#RLRdGTu~e7QYAlU8QdVXLHgid7$yvmwaB#SgRcTGRUh2EbjdDD@PBhF z+ttn0Yo;5u@mhEO2KMB(O1n9KL;Yb0z}MwKfhlJ)a}W06?g1gEoHOY}&cg29!!j{d z_wJEClk!JplJa+2Qo2$w&%M*pPtKX_4gDTyNnq_02|AsDSGXE{VoJkwpAfx^cXK@WR>VM9e+=+4~H@a<vOeG zqh~NRWblpfrb#C%vD4x?lM@J5bd5AQlbbC=8~m3bbv(xKV1TSer9~Z21F&#)Y{;3+ z{Gt80KO~Y+)~;3x8kb7>ZyN|`R;UN8C!T*A~0j?0^eC=8C!<|2$MPV zz)+U4MNg>7r$Wle*t!qJm1S(*kH1*P7W=hBWo)gzywwoIqj>05trSJ@%ma(|-^H+S>GcgxkWL6+Ghr*Iu?q++rY%3Wv6b7ZGz_e;zw z#Nd2}q;hF!P+x&lFs5>y0B@DEhe7d2TTN{bN!9S*E{42y`~ReUtT)byF8HLkj`}{LxyuY*GD{NgSJHb)^R<)QGQ3z8I;VK`0-Q!u7tmEP(P(o@*!jltsCAE&^IKN@UKRNC#zY-6mW-0st}YsMRuPG`PqGZxua)h31%17s}- z>PwKMuqFU=-`ZsM-ytb1llwR+OeCzl$7!W2Un6Rg!t&p8PYScabn!-G?~U1eR`l-a z&LmVea-PCK6juvU062$-b@wT%DSPYycT@Q(}=2FR}R|8W2oF8`*auuSgbq%e_+vfNvVXq5Z>xAK$1Y%qf4 z{B_Qx3YPPYSyEUh8f1r>FNfT)AzTq%k-7tMhFB*kMT|sniI|W(#8vpYyRc|kTG077e8QVv`XT2~_|i*d{lH$BC!f3=A97nY2I+@gVLZ285Q~4XHvlU^KXA0fMEfir z7iV5^rXS)|F+xT8EVvUD3!eoalxe7*B|g5-6g;*}3Z7C51@&ja?evq+g7=1g&&a3W z1%0O9d1cb?vW23bd=}hFK4za~i=O|6?ksrzTWf{n&O#=P=wloFAZ!1l{#*P0W_RA` zE=R?T_YF*748|L8n(U|I+!t2+Z$_x1Yp<&PzqJf(aKD2L_Zt}&43M>mv>5Jp0`sw>vJ$Y8&*;|YzvY(QX@eIe^e=TLTCj`1D6%`h<1QRp7FHbjZ!v@#bOGKh ztP8}2evTvmON1+G16_9KuPuWcq&7$&{G4IJ09lJni$3^Y02ZzfOi7)4;sT3poy19j zgo?5w??lDI8vVe_BpRw3{UCg#k4v%rVZ73oVn+k8a0=#WbRGRcA-@;@ha@-4}sXl$m-s#CR~ z9%`)##jE1I%Bjk1G+EgSWvjZKXrj`sM6IpW_O^Dd+pRW-2hQ!nnS!X&=(M8gR;N=N zYrw|lWJM1Po@`gKaaMI=Xke-}QQKUrPC#IE&2*zOUbSq3E*)>dRvmE=_$9Kiyw+Vi zX|1^85^ZB@$lwy;O_NPimPf^tI$wogMUP06)cI=5&<3|9$RWCs;lTh|i%N?_bSnT0 zH>ZZA&deW*lR8Bb$}1!*1&u4D{I^O<>a-3dXCL|`b$-a5jkLs$X+2{g@r@xPM6eaBUg~q(REg82B*Vg7Fkl~2H)6ameh%dodT0O*Z9sNOX{R2 z%GfrO`Cx2*A>S;ilb%tPPj!`%)H(26Fu5$Lb0z*_NuBK14wcloE;|a`njW2Qw~jWJbO@c(ZUz36Hn8e>g6Ct93tXcW{{8tPb-1}(7Ds}ojvca` zM>)y!a4R*b8=vzm@$XMo5tOPHgHsxk?5Uwg{Un?Mi?e~kso%Sl*6dwe$)4xBqst}P z^Qi#dEw*OKFxkL>^(xu3(pyYi(FaVB6FtegP|oMmKE(WNa)$`jY;SQh(+AwpbWRy5 z^e)4OCfW1Vy+y-~eL#bh%_-wSy3NsMLl084^@%0Xwgdgq0*O!;< z`ArXGI3#<1jUmH1+4F}UvvMF&JS)Fs&);~=Ej-ziPuXStnQMyufEkiK^F65rO!hn# zNJhhy@%lbX_SDQjbvzYB9SZPDNcO~O@np|qo(I41&m`INNUMLXOZXJrR-S=&I6_aC zHsHz@Pxw4-155Z6TD-Fa&j>P^B3y0GjCZ5f<~R{CYE45U_-?D+Nu&EbjP4DEI4`Ra zHR)&2V1r>rV2fO`1Q9$Ky92DdI315A2mm_DNuew8s2;XfR8l|59fH-z6QJc`wSF1` zW~-;&4AYkrJTHwCJU0qW{RT#$3ie2&y16@;HuW1p&J)r)udNM5Bc0losmgXp@D%>i zrh4{l6pmK@txtoGUy!8F4C`^yr@}M~lJt3Hxm=bdeO``$QHq7tI;>Q8wxrM5a`BgC zdd&b}Ko?seD4AY()1+~g-AGOWe;D%2Q zlK*crOc)@$%Kwi6Sh)O~l0GxJ-;>L|NJUxhtwc1+eg0edNuM?tL2~{nXHo^r`S*og zsU+$1+10COs?G5#W`ABW6p=r9BIt%_x>9T7VyRK4h=aaZ8_17jSB?LK0mjqD$_OMaH3*o3)3Fm?=8z(E!-!zTizSot1NbeJ#Qz zI!lv?y3R7V;gf@O)*6Nh17ug7^+W(xg3dA|qGmd4FRrr)73K5mPE>sC`svyAtiZ?m zO)ng8H5%3NZmreq3|Gd+hZCvXl+m5`NuMkSR0mRs_=4PKDY z|DpdvzbKN|pXDwb+V!fU3!cfOz@Q88W?@|*1}t+H|5b!5Y6D&J`WDOJ2K5)D55^fL z43M?RwCIDY0a&;`FeR^NYmEK5Mj%v_7ynLFEUeLQkZGuD^jGwmf-ftRf;X2!!90zw zqo2G)><#_inNPoW_nCfgFOz;BS}6L-$?I0~X%`atZ|IWO^WXAIUbn#wvgPMFlRMOb z|8w&CPL#aC$H~%h2#-wlGm5wGj3=1f*hhHFkWd3 zq`d%GxI<(}UeElY1GzsWl2BeDSt)2-A?3eSQu4ZWAZf2<&L??&$eoRBa+4*mTW8J? zyMW2-*2&3e^-EqqbKwxX(izTnKUprLt`Y=gt=s=6%>eg0c1~=>n zSL<35N1Dua@>(y`*8jyaTb8pv-m1dKw?pLsb) zZt?*4A(M+_TjaIw#v-H_@=fY+{qKd0osS_g9=OfIwewlFxSS?`h?#pR#%&K0D*U~Q zmNZYv5D5%Pkk?S5{uZ2qF+u)qJB(B$6zD+{=8w2j$t5rUg8<%bonuJ`{3ixX$;)5P z6rKsJFsGxTlBKReOhM)8n4G;AL4NWjCRukx6c1NGur`H9=@9&-y9H$LUw ziW^}#zP?NtDTm=Qe}Nf7!f<2s0OR{T(C5H#@AYH2PkYSDf#Kp=`7zvAJmwb8aD2+W zWw^s-Pl1F!%)EDy>AmC?uJ_E35f%8b2Ywwm@`rvL`3H|#IdEh=D?g50G3xH#hjS#K z^1^Uro;EbGnxq)bj}eZHJn-wlk%s|z%&ddx!2J=NPl zt3Box&Q*NMrE--YFhdov{BUvERltrMg(ed-jcR8t+sIgpb&xu1v$*~I+_H9cb8TY2 z{tpl!qvv1a)mBynOf&s7xUS&ol>o1VB49WzUIgro$Wr)cQUvTU^X`GJ0+%Wdf*XORo}4{u2RK zVs)^)5U^MsOqsS^9qh`HsY-WpywbS#lI=oOur;-)3)R11drm0)6^%41Q)3gA(OT3L zug3+!1_V%7j!aaxKotgxjb0DNk<1BpH=trcYK3Jqh--x@G>}>6v)d-C?P|0hDY1SN zLG7k!qS|bM%4KCHfN#gDQ0*cv2#B4}zY5QeZJUywf-Bm9QAAF(`f5a?Z3A{E|(gy$x2IdU7u3azaOT`mlYH4@+f? za_k3L3RxY= zCm~?=>6!D4it`RS<@96f5AJ39%7+bi6i4h7I3N=ZHYY0Wc4c;Tv}O&f=+uEDV%4M} zU$+&FL65z5rP+a!yHnK(!F2tajx)C#fTL(+R|x*DC>MWO@wn##;Ka@-btLg-w)~*# zP^t9dQ%CY@96(IU)Yp;hSmt4{vO!r0Ert{WWbMIpx-2DiB)0=F_bddqlys;gnF)T} zZCoU*oQ`0nD>M7LWUu_U-0Mi%VEQUTw(a^HXA;IP*pERvx$1m215vz=$UM(waM$pVL>=`JiLy7^itDd+Afb~;P#67G`(v$bahutan~iDhPku zUpzDSYI5&VsnG6&}!;MWT85|YtaeCjx7G4yF_UDR?!E4WccD+v5G#xn}zj( zSi>Qw={&eM}%! z(dMhgJ~mqh?uDq2F)SD$YY}M?^=SYWF6#PXADN&ZzU@G5~X@o~}jX*yz!Z|V*G{wJS)|JP^w{jp5??J-t{1bWalC%yfEIMzC7LnNE$`VG;7deVm5+Zs&?%f*tG48w`*{)ChibX zU{_n-8c@@zhz(S4lXcXYz|SUI>|(SO4`4k2Hf|c=P1C5#YT!_;`#(|XR-o*EcNUHm zY#C0lo9*yPrBdn_;RvEHuzT_j-TJ%OG84o1i|)XR>De_nwfU;nl*d@fYSC8(7LFGPe>=!a-lX1_YD4^Ea^j+bZqm{0;So;k<8M-ZXfWgi^J{f94h( z%-sS)TG=gdBCXGU&{mnU`u(75!U(%N5SI0tC`#FGnUsAIrR*|36Iar%g0nQ!v%|3l zawM#5Z>)6H+ME10boM6yt@RrsZ!Jo6pKYih6Lgw0F9e&Q=aBS2ll^%Hwg!UkMC{>O zbs{}I#rqav=U3iar~}rixh3oMsngbC^tBSw6ei*BCU_X`I$^vy}|iK z7-5|a&Ld?~_K%dZJvTTS!pa86N>{DH$$vv}qB<0=rS-qL5hY{A<%xo@`vRz8qo|_pBVP!L8 zrK{G=f=i+n~(%i?@O$}$NG2-ZZ{aOv}17l05CxiJtU?+dZ;N*)@rBa-Hx@d|WRCPzg!m!h7|)~En+P`{<{E} z;9B&4WBn*@W(a9zAK!_z4nF>8WP<8^{C^Fjrn8U#=`zXr6-rJ|Pch%ew^A{qa7jM? zk7c^)ef*#FnQ{-6Nx9#aLb>8TzK(*jkMAUhK0f|lRY}9@3A;Bw*2l%$o-kf%i?>4n zn4n=jMY1HqmM)qn6{FxOeWu`vWm53WML$G3{6*2m9(L+9h?zcrNO<5QQEIF2^p zK`#EwoHcW(i~r}orckz{+iDL*V>4Y=JFC^MZGkF!jid(1RAn}rtZc1DHAwr%^P5p? zYqhCM$YawGLF!>dv&A)rp}2sFzsVj3>Nm z%{9}F%D6R67+Xlu6I@H#CBl~-cWtHhyOjk^i>W2Uf(CDztemo-Dc;xgWe8SW#c2AP z-e4Kpu+R`!FwQ>jOBfyukhQ3^EMaZ}VBrSV(AP9O5qu1{ogxY4v;!*znNrrN*!;Ij z>T7BpNIF&S)z|bN-PuS>>{xEHv*gy9GsG@nUsLPkWVHJAHT~4WA$F(hYic7`kkip{ zR%!;P!($d%U(=1gN&Q)0Q!FAD*w^%Q2Ew6++VYDkwT@iOHMvNP^KZ+Qg{*ekuMn_H z?KHWp=+mE5Y0Olg+HS+ya;Sn9*FTz?frIE!{S5q_W_8U3lrd>`cs)<|4f(t0l7QX`MKSy*No4zdSZ}Twx!ygukVfD@lhym_g8Y#Pdu~F0uH(9UcqL@ zy)T_1#`{JGOjhIrn>KL*Z^|;Wm?hE{q8hS*_P};#8Le|>^BInuIFROyS;5OF*?rR{ zhxz&3d&dyaRSz8X1>b(&_scBoF% z$MgF6@@AsG%k*JlmudNxUUrzi%P>nYcSD#AEH#ye?$MP-qqPlsLT?*|Lfca_adYXX zRT>@WF3oR_w;H;e@^>YNC++Q~d(%()3(@@91~C z)5WDh?%M&po4;vk&iPgbOz9oH8>p=WLrM==a+A4S>is8ey#j z@V!3q`p5}hjJznll{`;)QGSNtb;JX&4!n4oA1~HD zX63+(@vMA#@fwfWh4UhxbZ>caarC);wFiD3c=AR+o_wRntQ>eUo|Vj#OD}-HGZkxo ziAeD~J?0k9k$lPv!;$^%bNd+&{5o*t-F_T-ug9z$I5M7NBb&NTw?f>I zZ&kh+!KNpkA(mLY)9tYvSf|@c)~Yh;7a2htu1b6yFWqG3etyxHh|6%khbR^5PrKN| z*qlb^kk1Di$>#xvH)v=uRhjNYr;e)g+Z+viZj&(C z1?fneVJYrNo69Prq$BMmy!ES8`*9fh>cPQR_`mAaGqtT1I5GmKV?m@*-s7^m18I*v z&R<(i z(cv=DMWo4w7{#u*w5QDYWRHTI z8Lh{yq7(Xa@_R!OrR((zFI{^Yu(mKwJ>Od{t7iw(-i?6S!L-azK;GZUntFb*T>NFt z`aTDM6IG!!=fazrr$tSra_ZhE$L+f~fO!61pX2sD%RCHwSt`P_o{fdDL= zf_WNUM?bkhPjBcqoKL?K`%J%~GU>N|q39X%zrA?jGUI!fMH@4fJDi1W`j7+CU#?nTg^1 zMJ?sp2KpF=6$4;bCAAKK2}-J1wQ6~rIlm2b<})3^eI`O$If&v!T8B{BxiUd@p|JDA zsOem}@9AZd^AbwVf~9d~dgh11tW?Y>TvD~_DVc8i10StEQ|_uVDK}dR<%%Ep&{0qh zhB?Wh&qn^}rS5)!wf5|9i2tDA<-un0hjbc9jp7@;q z_L{4YzdH<9-tHOz>#L6+aWg|mEBp9Pq;>G|hh>85eEbu`sOjwE50y#I^^}}F^YN`z z%qU!vkAIO&H@%O4ai1x-u}sQcSqkNf`}jHv%09l69Qye9TZ<9)nm!Y@TP9&&w3rB6 zx@f+>7zJlWq@qgBL7yr*4X?CKH zH2>+Yt%@yZzQNRzVL^j8P0NUY106p@u;NaI=0L|UEJGVM6U1E#XP@^Gh6e*=Eh;U0 zsec4u!V<>Q=gmFPaWuD`A_?WaR4WCId#U+vmDG{OI*?pmeic^SpPoGf%e+W6=I4Zp zI%Hq=;3+c)yAV4L1Y~vhtutqcUBHes*2&3e_3KD;!oneTr|U>#BUg~qaj&ydGsG1= zW|4KI`Gjwp>YG=9@Ul!-%zzK3So;6l!u$o*f&a!TM|How=14Rk6cd#2Swf zb4BhDb#rC8QjwJaxEukylmL)x(HzyBsI=SAg6{>9zR~yTWQ7Eajwa|u?0?kdNio#^Q!vmccStC!i2_nEXGE|avM zD}}Tr$?UFjc(dmu{%$c6f3MFZzOPIYKeCueET{a~DD2^7WnHEk&M1t1z0Au(C!^n9 z)(Y-rNyYEdtHirHs0oJ0ZC6vfa*sbe^R5m+zyaRXWd}lsGi-yMR$qf|#60>m9G$xv zGKC;5D1xql{A@AF8`@TZ+JBf&gsqG*gGfv&f@&-6+BFfYZPW@y`ty^}jpQY((VkdFLh%vy@Sf=_?IK3t78 za>hC_PmVSUxlU|Re0dMCM7^KY7G|l-Yv5&@Hf@wc3cGBi0M}Un8ax^s_hq33>r5He zW|2G#LVt<^>r7>wt^}L{3jia?m|YQHr@+r%IQ*XE&fj$Iu84`HLqSY@odUmP;SeMD zNVI)tko7tizR}HnSF9H*@qSycq(LoN4kZ_f?Rr7EM9gg0ECP11T@UVMihw+9xT6%d zeQMTi7BgeP4vn>-d96N!w$hx?_wX|Y9MYgn32km)UoPIWN;$6uz-}BXR?M@vxvd`y z<)2BH+uQIngf6$)8TeQZvM#qbv5D~=9o_yZ-Zyzs{H@&+f>J$XeNoo_2XES>Wd~X1 z70G7)uw}+Ume=}4@$Lw+Zy9)yQY8&|ke;Fge{mu35Tw@sn(?9sjefirFewZD-pD`{ zuTXeFrCp6WRaO}pcZ!Ci3!C8RLJO2QMZZ&J)q=UpjoJKTOh+dP!i z!NwURz_^%Mo+GB?7v+*YQ(-@KrjDq>>hFfvjh(tx74|FqjAAP6$82JX_Fsw=q&Vc4 z2)g!Ynf03oCuZo1XH~c-`x;ny6=yd3U5@V(1RT;U1Uwo5`UXXtKA!Aezu9Eee$1Ji9wwL?PA`AVX7g>t)?C~L4gK=6WpKcm>0L~hW({>uN zyKHMP&Xin%2IKe~Z!kWNe9Ib)vtK(@gYmVzWl49Y*{n98r2w?k?pE6nErRCi`Yz)~ ziCxCE@Ab0P_=UFlvTnh}fi>Nlhf_%-Tq{ci(4R_WBnN4HeE)lS?2T+a$wZ|u7z{2pqdBt^RQNkWNN zsHjQ%0U305NJDT9CF(E7DHt1qpXAP>2`+ljr~A$B=yK`PeLH}6^BydXP;X(tls?_d zn7Ai6QaW`@x4FN-Um=Y1q26NReSN^hN7tq}yCrz%8hb)2PHQ(`M(|pk-au#{cvI69Jvf5BB(a zhX$Gl0Qg=jP2ucp9LH9BMK47kDb*ufDA*;U8`gOs!=W4H8iow#uH;Yhn3V&G;#v81 zqkN{v+`_w2@+rHlsB%rQA235V%6w0%>~55iwi~73*3PGmC~pLXM9==mA^5BjrDp!A zCZ8^XpefXGB@cJZM14 zu114Wm%Qi%p>JLt`sUSEYa8d451u2E6Y>r4xeL;-GQ)G+uTsIY%u=;WniE(H85rxl zR(qn-Tytq{OB1iOE6vX4R(lF!F4(OS1w5LBBTM+`<`(X{V5>?v=zs^CpzCFm^{=c| zCk9|Erdh3RnH+1i@sX=%plMWRJ!Q>4j!RhlJ-uh~xCNwwdYQ%FI5JkO#gpmgk8i7Bjc@3DhtO(AOW3PQ@C)V@T_uEdRcrn8Ejny07k0KiF7`c zV2ggXq5ytu;RP^mX{m65sikGTctXp-#!9;~RfT}Ar0>NWgzLXvF4t#=R=$dW*`bxp z*MN1-&eqZL7v84yk+5Dc@ngo<2IjDxrp@+Kf5=6n@L9IU#2(@1Myt|gjUFxrPbKM8 z8C9BF8rcd(?N?beq2z29IS5zO z0L$15G%$FXWpD$DgXI5Wh6w{?Eix_gKL)_U54KFXxvE8zRvl&w+(V#1Mufu1MuRZrRd_25Uo6eKi~# zgEdNRe3Es2VUY}6#|ROOGA2&S`=_l&~EBTC0 ze*Rl-&6#cRf`opxGtq*Deo-`MzTRCpv@ERXg6#~U27exJ7S;vgvOmY4zZv0*+CW$N z<+YZ<4N@DV4{lLoy9jjsD?2 zQ}6?2Qt)3&pdl`^&tB<-Kg z`IIsqac3hfv17T(>JM3G&JeqRrHrkUlhNu|%DB03h~4Q*8QaJe!bLY{F!DA_N8a_xz+oLxz+KLz09VLv%ix$vETq+fTRYjBs;+J00r~dYZLRiIYZ>C>e}}uRYt~M*#ye{pwXwC+v)##7 z^W@=m>(+K^-Rhd@%J@~4E!9r^@F--=*Se#l!_%|t@f|qj3`d!vYzZgjG#s~RL5-gz zOFBmNXmUMHo=#|;We&^f(yIvj&?C3fJ+iCwb@ltx%oKyi7?KjLL3jOYI0a)$G?vXA ziY#20d}|L9pnu|y9G6VShXB0W`9w?B)%O`NB>{Rjz+8eMCH-dS%6O1&^97V9z4w&fV&cR;V4}PP z*Jtz=8Rsx$I48J1&tp~&39j+1{1RLzJ?0jk;L4}$;>hNzT0dZh1lN4KSayQzS}DOb z@i;ov=}SG4EZ_A%z|znivv_5d<-2M=C-o{6ynPJdm5}d>)8hHAe}gQBeI zF2hyuL3rTl69_Fedk{q|p5b~zlHnSAZCMH&tF_HejwZ#xQ`5}Ut<#&tO5f%oRYfu` z7r!se$#o0)ejt}AJ!-J0`BDE!ra@QH25;IHlFRa=-i3hKN%4$RF}8gN?NO8!$}OR& z@7dsaM}u*jp!7gA-*}+MpN))eISjoU0HWN_t`M&Nw{p>$9e(~-0BqbDz?+%qQz9xk z5H*6<49pa?P4FFt6a!=}n^G%4(xrX^z}&Y9nC5m!m%0;CB<6#Q zgq8OTtaRn>t|nb7|E-hobfu$M5H`0Bp;$|o?5Tforl=Aly_nsurXLOlz()OmHw){B1J`5V zr_!yg-}FLg90$RlVL*;KLt-5Q7j?sK@HownIN373;j2Zxuwr_44Nhpjs+H*&7ujym zT80Y)U@ZuXS~vrM32I>}n~1Jv@U}|3Ie$a_;bnjhSt|@=h@6k7%c`9-`I`#+^OShAunH)A z67NL_mB>Eil~LLMOUu9p5fx?MxeM}j3=0OxT0~le|CInt5dMN)kY(xDpTx_=eg$6< zi1d@i-by~B*yq3HcDC9EFG%ROI1?>c=oiJ=>W{k%hn9sEUGQOsP=hYOn}v0O!`bSu zB3w}$=+0Ju%`&(_YJ>E_zcWl2AZw9n(FgYduyB1~I$ND-gt(9np`v`Y+KGyVHTv&l z8mecj|IlX&{-#U{?zXiI3g&5a9sT69)xDwLq40e~237hUj*p~)LK-bF$Vrd{9t`8T zZJ1dk@VJGdpM193N2{#$-$t8H+DZ21SB#WmEH|9^V6dH}mqjYDy| zq*3QkG&TcGgCMp8<>#QjTBVT$d8VLi`ebD*lzr%SB3!{nt*zDewsx)Ctu~?lAbgR>;jWwXy;v{qt(!mn?I1UX=wf-M_ZvrM)RV9umBu$bI2>}wq&LfCapwmfY zH8VlOCdd*LP=v%zb$4~Tit4ILRW(V=4uS*=9ibH!aNiggTv0(()Nu#5*+54T*HOlC z-^S7ZIrqNz?mKsT@4ok{I+@>}@8hNVE$7~Q_IvKR=Z==gpzJe#jtDBalyP=M23=am#T2xxp@l^mU zyF+Bitrq^!LOw%^l2F#JRtg$tNbz6glv{0WNKOJylUx0IcQ(=z+m{;=O|$l#A$A6H ztF4`r(V8x|`aLs;Sf||TUDOG)5OmGMyDi;n(VQj?y7n(ps!#F7bi~TP&kxb@@Jodkg zAaU9Lmr?x1_P?-SyVd>|Jd>hX-!W9$rr-OrcewY3ztzosFRMgfU=bH~AHdALIp8(h z_3HYyrB!QA7=S~8{og0&az^0QNIBOi;wMm1KLi*3O1_f8dS9s6r_|;;cg@hQ7a(UD zD%Y2Q@{`4Cxjhx8oZ{vepV(r5h`jM-LFA>VOA)zGRAEOQdYGDOQ21Fkyl608c{z5$ zxZ!0*Jj(@crDn@ZG;8Jwp!dq_r>~waRE~k4og~{m-r|lPm+c;J0Pt@1LgC`aLN0zi z1Ey?w>0{y=;7Hl@B0c884E_mWln1(tiTitiiGHE60(59j^1_#b$K0uy%We^De6zdQ zc$Aa!nUL-i<=ENlX~*Di(yJ#@^vYqQgWoH8qeCCF0kmiSJ<_{hr08Attq#1?E$uiy&#<4rj~fqHyK_c+BK;WUOT=dgZ`aey_BQbuvX6W2}=Y z+aH;tci9<>cRE+bN(aoahbG?C=DmmJMB5%3vtJ{&(!2sR1YHmC=aFJ7jb>D#zoMY8 z4e)Z$nXVa*11Bv01`Xq5>3Gr#$97N^|2>5QuVmVG2P@w5?`$aJD%GFCr)a3d#|}#)TzZ z-z<5sy?t_`RBQ8HPO!y&ORX_jZjDsytDO?RRVRhB^yJEx7e+l|(`)vI|}u-@E?g$P!++C^Ao zUfnE>m6|2M;p(j=s9b<++5U?@6$Z!K6V)JyI0pc75;M#!hdgEo;!@wTW%{F7@ zW~=R+$%vx-?P99ll0*U?%@OB#dgHJssCiKO)0JE1fJIoq{+cM3Ytxlq0I*2OhotJ<}7pw?WDz_Xju= zEwkLO!ikSp5N8lRzf^_!66BnM=U-};M<5$DoHAL2pZm>31~jg8!(9lpysC(Pm0^xg zDHKzW4-<=ibmL6SS%fb|xKXLsoke)FrE!CJM&;glBi#)Q69&jyWYV}0G4%fcz#@X5 za3h^;=}l)53M1dog+59}S?H}qGzxwESBKgeo(R4TS|-6SI}wG1a|Xf3huskTe?ho$g8y%p#tq_`N$|hLFkyhK zMW#jYzYoBAA^85G<54Qgf^Q|FQSjrxI@HeaMDT6UG70_z&O|c^eu`d*1lWhu&NoDI z6-Fg8CRe?ePg%N~0PDTPtP)&g$0vgb%N&Y;UBWVQc$@F02-J!kfk?i2A&3DBNfHiktvod&?N>n6kI72%WY&3%%!1XXT>@R>wpF%CN8!3QA(4f(9s zf)-}9621!W5>;6t_@Z&OOaitQ0cR1gp^KW6u$7K41H~-xd6Nx{d*Fgmt5F)^o8`iJ z&_F+~6P*b=?_j<-3mDF`Px773RN$EL7xBJY+i z3sAnSd}}`%w!Uz1&>Iq~Z|l4~mcs(!ITiBCaM|W`_;)i~d|Tx&n@tBx>b|>17UqhT z=duqf=kkAWovv~X+RV!NaHsN37z0}fIq$@|Ty<%NTw(g{33wHk;8Gw|IF}^i zFC#g^WD6=w233)zbpGen<~ld`E{V9_z$NZ_vo#2--V=~YFjO4DjDkTVoJg;g^M&WI z$5BU&-63lGF?D2N&W#a~kD|1H4K4|@u^-0w*}8%Tk(GbPF0l1eT$BH2csH6Cxgcbm zU|CsB1)huV1do+0So)OB*Z3`hi2rs+giCVX&jGxf>t;z+{0Rf5WCPCu=`v!0JY+~< zcL)yVUFj@UE;yJ2;B&@-i~SG?HDuMrGiTmebw^8Cb)lfIrh+cg=)Mi4r!y1Z_=+?- z%`ifdR`B&Ozzb}Cq4GYgL3kfr41)b3c+}}*Mq|425%>eD@ZOK#V7GW0-SNmn_-Bwt z*N57FWsr(<6RHB{Lr27(>xR!Fj8Lb8DoCC{x6f(K6663u(M=z3;W`0#g*DF! z_=%F=b}=Kt5q%OFEg*Vk@>4dFZX~kd+90AY03r}_E&`T#3=~gS^HWYk6XX?!>-B0_ z4wl{Wlm0+8!)Zs=L4VG+-YZrcIlDweg!05IT> zSq)`v3m*!xrDV)d0p%J58}(f@L8R*}O>$54mu(U_X#aM ztpLnDh{V)uB!|TiL^=yG!+feaT;`)Bl;hi03L4|v@n0Q}tJ%&%KoqmB5yh4zOxk0P z=!i2ZeKjKzT(&R}$rD`GfDZ5qkP{p#h;nVTv?E9h_B8|seZaf-z`GB8IaMDdapoRG z76{ELl}i^E_Qx%>!AJSH_1XX*np#z~LE_?qUqh%-WuO+P`-Y`q!*DYNlpkSOFhF+I z1>Xi>*>!=wxS&u4ewFAb{bW^OC7)3h#D8@ps)9InCz5Z2nMv|L>`XX==KyJ{P7L3=RQ6qWLY4)l}zjwL8{8?4WVVuhmMj4vOAkY!}$Tx2igV>?-HSYH-L9D1|q2J>-5Jkz{#Ae zcV+-)h)~CqW9B2&cfqi!Kj33VM5r~x2$@*1GuH#W93s@%Egqr%4*tSFg9!CJU+V^b zgNRW_Se?`KM*KF^W==8cBTkcI)cl+%79U~3z;M3L18oW3Cz|0&(zVR>6(x0ATKuGNw2qv1fg}>6gg2 z(a>|0esa9YNc#{pLVv}4V&3(>dQMV3=2B@yYN&J#78DFBN|4|R}bnav~8^ARK{ zi}c)&zgVP){o4H^J;Sk)p5d-XdWH*mMS8x52W6qXQ0EhUd?ya@r9FQBRbP(W@^w``48+uI1o8AlLT{ekM#W3efTbso?ilZ zH)CLl^gNXTm?6>=PmY<7^gIE>rv89$?L?$UGmMal6+82JfR{t02fM{1Jx5#vzwl2I z=>e^)MtUNw&ch2|L@1#)bBgqMmPijt^x}b@_}7V#cr*?w>{uc-Yjd)hbF)juc|zsM z3Gp;C-WiMY{5|PLX0(gB%`*`&o7)H;1l6?5#(AEXFCs*o=R5#xjPu|_6W6DY^OO*3 zbaJM~dA3>_Hk#oKah?%|1p{QQAX61grexaynERBBsm<6p&k2Ya<{bDbhEe*-aULuA zjB%d$uiWE2HkgVh+U7W5~(Z1hCk$vz)W$Tk3)NI-mXQdd;x%ES1K9fJVN{Uah{J5l)4R8iSvBW z8DEMlBP-`3%PEwSi1SeAiFz$50E;*eb&qA4%_Gk9XCx?#^ZXC~VsRe!YqyH?EFUek z^idvv?=3vniBH=`EM2_;zVUMHsfZZWh z;7E03;pEuh0A|VM(IB$20=r<0@bqf$?K9mG;S%dP0l>Q%1WT-EEd!SS-rMJO7YFC% zj{_I`ArNYacf~X3%*VTq0vuAmNQrl8h7pRig0F=DFNb&+c8kZmuEAgUXAtk|L+!7L zc16UV2U!;3m!VE~igxXLda2cJ)~Ae{Z*?yaJ@``6ICWACdQdwNj=FIyqO~jRzKxg( zj_T{lXlE>*^*Yjx%t#k=xYr#?7qDnF%u1qMM)@!#;g=HhQ{K*%3=4dtr5kVxx~ue>r6^tw~O7k|Hwcj zR}nqVhU~k}ESD}U?2lV$gV_Mss15L8Vr`H(8}dMe8dU~rl>A^z!-nBz(gn*I77UPG zb-_^pEW0kyXG02A;P1YT(oa?eR`MBDLHt+lQF0s1Op^cCyd*zGFU0QKcc$%y*s+Ih zPR97&9SlU5WA&r%lBty+Ul9pEuZVzM{5&~7T?&u~8m0%a`YW;PQH3UTh0IQ_c1K_) z)iwp~xkW21ZqCa9Sa#KxF;*{hpuhWelAzRWu+d2#+h)~t#+MI5$TG5WF0!0LDT!D; zofuMAJ_TSAtEZEDS!VNy)jxm)WwH7P@fVBLvtPSato}fltHtf3xBMQl1wT;77l!wY=uDrJsX=Gu zN$i3#V&C1I%s;sg-z84}I{@!y3`AJj*XfUiyKjG$0hl319Z!y#k5T^!hE4qeA2T8+ zQ!|W^i4{BZ6@ZsRj2gSeW7JQ-9)97UL5zAH*La#Jb%fP<==2eU5^6J;1t+f%x#Dy= zN*%NPHpvG>Hw@sw!pG;zHWe@+~6svy+p1Wk=NRV@u0 zO>u_2%yEVV17xirQ#DMY&sP92_h}hZossCXKH{_v5fcqQN9iX=oUG(CMx5fma*sIK zU@BJ0CDy#rnQ+Sd5LH3O`QhI&5M7S-+>4~o&jblw_znb|MHfl|mO!?95bOCgc0H;} zq^=Mf{uy@!W{UNE654a~cr8lhs{ky!Qpp(W5!%Pk%Y1;K)NQc7ATn2o#d<#Kj4wr& zk(G0ii`mVM2$;=o1Q&vG+GQg>cjb!+ z5$U-T0K>T1yk9xz10M>3r07o{>A4S~MyF?Lq~`;ch7IDDX;SuHh6Mv;tsqk+Od>rG z0x_ehTorec#^B0ba2gi~gRs0uR94zFV% zx*X~G1(H6rj#L<3IM+vj(1kxoz*%&m6kZ8ry9be;z8fV~B6Wq>@Ok*M8v-*al{wI! zo4;#OD*FJi>`EnLq(^8UKhpCz!jo=;jk-cC((@N4MJZTWWc45`=OW7~l#+<_Q0IwC zY6`$2(nB3&S!VNy^qh_|!XiCq;4c>GVZU~(NYC=o@`QZ{Zh4}c89hs|{Td|n40yFt zwKS4TRs9zuL0r|>CvZvmA-EV$cYF^%e=l5oX}k~rX3}`6+Fa+#-c{9awc&8b)}a3n z;M2PC79SIj5^L!`rRxp=SU|A-TB>wq}w3;F6vWHf2|9?G+Vq>BMw4pA=b7LRg$5r5&I zL6obHSsb;-Ttw!%T74mY8ESE-7}t@{DYd=!c*%pdO0^ao1|FOvc;;zm!=a1Ck&<+t zK%y^*L_A8mM_m_#n$%8@qs|?RbL|SIgHzxuWQa2s+WGD&_tm`&#d^MOJ( zhqiLqjJpc03_a+wHaRg|Y9faMXSU15st2#&dAO~RN!3FxxwRsuTw}ognlI`^Fzn9& z*cc4MheC2G!O{oA_I)WpC9Vsc7D`>0rT9vyGHAmFnanhAT>|a78E~qrNigg%0Ome# zW%@NX81@~cNHiE0rJo!Ovy#sk42%Eja6IPH#_UAD+TbZ>%Ow!@2gbSvcCe{vvAy=U zocn)n*qdLGlO0cG9+g*UPd2Kh%YbbM;JDBB=J2RnffRPujaRIVvO}*uoDxC#h?-3k zBz567x(kO58$uVH!=%6v7{`YukyLcSK9RE|8LrG{M2;Zbs5a2A!$Mm~5Px^gyrsy|&vjh28qy;m1E}4 zniVM+bUS_0A%{{ETS}e~O8yxTZZhXCcF!k+n2Y@Z0lUn_WFL#E$zT-nf?8sew9ieF zTcMhy{qU6@PBQj}_HvtK916g)I~8#z$=}JokYLJf4AHO%i?YvmMuQJR2pRHNuZ3*h z^Gof?W(}%gMxE90E)lNN3BD3dU$su9B3v5~a2DZWQ@6yywAi=Fs4vcU)J0HwJbd;1 z>>PuL%Y|c7*cY)%O5<>pFH!&&tE4o!kaz9$@S+&xO+0B28RPS^9<2X|=h|RWrCyYAaDZmr;}`ZGMaBu6L>< z3fEQ)?ogJsQVjwt@4zmw&>qOEk_O+qwbF;&QQ@*y`f&j7=0S)>J>MQa7FvdnFkszU zEB%-5V&WV5W5UIV2(%j3O5>SyhSo~&1;o*Ko6i_xtyI(ZP@WYey%ON%uvUuQ;%lXQ z+zh|)&tR=|Pi}YA#nOn-b6@9G2qe_xpa_z02zZ*ZSlWtPElu_b(UkLXY+(nf4`a}j zHs6+cd2G3KmoOll2z_LXK!lmu3UDatMrKrtIr>2em`x)D|AA8eKeS$Ya=xe&Yb3`5 zV89fMyeXRp@S#aIlr@sXp^S48YIM@6hBD5#G;9#cOzR`hWmqsk)`~mT*JQo)5&-5N z%3wM+cD;0eL=1DP{NuZ#^pj()R`MBRt?^&Et(V&1DW=P1y>zWJ(R{NiVyuGhxO8X5N=c(=+;Z$XldLawVCw6T?`Wj$gcX} zUI3O|ADGrlg+}n#O9>U_^-?D)Cf4W=%QRFq`e%Dg!B6E$!AEkTpguTlr=PrD+8z4+ zD4u>l=`sC&kSG0qHBma4AS9cos>Q3(uwyK9P#i2Tr4jGgAN-sTgzt zN9NHyQZeS<0$pdR7=8GQrDCvOyHzU2QKcOX*b@Q!r0TVyMtys!so%c7oabdIZ+A0E z<9MaDLcLZR8m^B{4Ygq(V!a9HOv8=l=){1>`o4Z`E*sttLxQ@6Dzg+fJV^Rk}j zacnP-Tt28^+_L$7AI-~A?^g4iXvbCRu*1b+gKEo??4iMOWdOUt)+Kbw9!JD-o0#N1 z4#^OaG~v$P(zn5z%FcP?i!839JS7-B%^ia-IU>&j@NSa>k<8$`3Xg?3B7et#DLEqZ zd;vD%M|pwaCA>@Uaaniq@xorMkB;Z{_r(2Poh|ojt<1`iu4z>rqqIY2x3g0xn(GpxI%C%yx9qyOsS|%@` zL?L{Z3^Gx~%cct09El||?P?wrr|GB3aDk?B9Ql|H8XB#eD7MGfZP~cR8!xulBzUae z3@Z;6IC+-pzNC8Yo1}G$?8*guQdPbnY*kX88!6DoEkF%^oQ;ATp&J}m*xMjPyNHgQ zu#jz3inJ$8)nGx5Z{Wz7d+4XFDAZdj;q0i5-g<9SYjR@f%Eq>s5m0RYZ{^Wb)r_b;7Rg1%=D*V{9 zR^Q$%Hl}wfR%SmWiG&e<*m<~gX%F_F3$b_wVB89yTMCuS5#%X_?26?cBS^=uL#@bIqP}=Zey+FiidGHX?NH%=sq>&aF?1`+A z1~yfhpafFGBxvJ{FZVRKmlTuRr&0ZMB9Lu{_0u8)er6_z`22kNSgc#0gMgW87VaZT z_*>=?V;*i>uH;a2={PC2;T3A5#b&cO6&7Goyv&fZ)XGarh=VL>C{Kx;mGecb$SEuV z;6P6*`NjB9_~nwym$ynE6sf^-4H(_V)S!KNXhedrvJFgHlff1zhn=bBdkrGrc!+^Wo^O01DhPIYGt@R9OXJK1o`b4D!dM^`8NUxyWFCN#m_*lwv3(Q?g>gSe5#tg?VcYVmXkZUOVaGi7|!Is-NeCTYYgv}6kIHSS`A%qTjuGc~r<~maD z3JOFK?)osn7oD=Z*d#^RK7fF;2pgLmM%D+tD~i=gxtzM`B{If;%6E){KR&~Vn*vRO zKM+m1@J9;kBC-wXVg==b6o5sxAzi7J`5}*N!(SkAS+?PS<1dzN$bRis*@j0)7=5VG ztV0Z-t_SJJMvtT4OaqqH$O&MrhY8M z{80>8casgz=q^4saqL2o5&K= z^gL7t3X1*)W;cf{G3*x45^Lfw{4>ZBTc$OR!J5WR$lT1)jHnP!)Y%9rG$9abN}eZn zwwx!%6{|K=tmTj@mLpuEgm#djCbE{cNi*|t5vjYN4dk?)Bm)N8%9HhDbXi|v<`&JG z@+V5k^Tl39TBqnvoiFxE3s8d8+Db$m* zGZN;0kr{5nZ@AoWE_x?)Y)0}i1V;RPF$E(sKmSITeO2_TWk?G1R|nZz;RvLWx#W%& zHV&;F@HP%TW5C-qT8BKdjYF5O470}q@Zd|)^w`!wKb{_ANomR>d58+;u?{Gp(czC< zM9V0zami>8TYzSgSL|&duMWv*PJ=wur<|Vrp{vXs;APsED2Bh)3uF`mo{D2j+BYY} zUFN5niPO|Va|?S8 zSayzTBrVJDYE*$ZGwNgF@2|-h>mpxg000NJN6FX0hhjoSX{{`V9Tiy&yJn!vJb}B=V0kYN~r?YL6>~{eGb6+20 zGvr9J-vK7<26JSwU?%*|eYqAP^p?y0IMF*ze%825WPL(srN=ZL%ag|KTxcAZ&}k*C zTrSLX7``5f_I=u$xAzbarpM}puP z1i-QzmgGujDYqt3!pbVdN>|1TIu#QCRjx^)w&pS^mbW-l*PvKZ^g^VO9htTlB4YvF z@{Ab^dovJSP9vLtn^}#x2$@d?F)!&uz%KI=Ig%HqGX+XW-WubSMs_%MhiJ1POO05} zBizxENt+!C?YS*mTHNGg0a$iz7UJC}sm?22&h^-V1Y2(7@S(FM6y{Ux?~Do`gb+I9 zxn2vMOB&hp3BKsWFq5!tM8H{u&6FWVM8@>dbu`Qh6SLZc73P?RRn5V z4W|hnz_ZBI*OMlZb#Co>Zd413@s(PGnm)6o#q%L*bv>+DM~aPwn|lkDo9UAd?37V3 z<==vX4|6{L@SVs~VIBgN3xn8aNo9Mh+T5;3E|%sc=d$gqQiZNW>0Tg8`hIonVd{zz z)#)?YG^nn81iQc%yLFjtOLbfp3{p*Eo9DkCyrJZ-DKD^@RCt#l=d13>amiHsB7k>u zl|&Ae@9{i_$vn(y`WyqMWU9?Y*)$@9K4qBTw+I@3*j+R{(E~K})k+XfH{wBh%qQ3U z6M~7qbQcqU%pVgjZiL`2Lxx_w^yZzRcZj}@8#isDlH11sadbN5%ZJF()AT)5bPAI0 z0eCs&=wY{bj^4^wz%TqW$k7Yb8u2`WQ*Jb8-VF{jmQtY{0v z-W9OA1j}%~y7bz0Zy1UuaUUpLh2zzATs|b?vKmJnb~ce6*T(IlGekDGc_U(hn+%SY z0n!qn#k98DCPN~Wu3yos{%sqm_#5}Ul$g$$HuLz$A_Vv^I zE+VJ`vN8*_hrGNt}zU z`wD**AnSDPN_GoQwSXHuE&;y_(MdRa!8hjNOX^&)fTa&hcudAhI*DiBgS=vq#1PDS z@3MZ+|8K>bwQJX`S-WC@-dVdwx&tpo@2p)Te}#AGSMay|75q)xVvSSC47A@?XyOa3m}!`hEPxf}-qKu0hdC=sutxynqJk!Vq5NRCsXpbfI!O z{0jnMu_B#$P#?8fhSK7j;r**nLmgQy*Gk3aP*B`izqfW7*FMs_NkgLH^vfX(d4$wf zp*~!psw>d{h06OWW;%QF-Ucsl0}a#lp8Hc+g!zK23Fo1XSuob=i7|0jb+shfSuEZWs>Mk0N>j4_1;NlaKT9O_c zV~-oVi-~jc$ArsFMsSxQ_82d%dB+~tO0ma48@5(UIxf_cA|SaCut}o}zOy3&l9~a9 z7E!_6ufRm)5Rk-f@qpx2_zV9G0+RbkgVG%=5z&rZ@P9)r7kDGdqmd`_@;Z22#7Oyq zDeqk7aBK_?lTZ%p1APh+ODQs$76{R_Hy|q9tbL*=PL;->|N0BZjQ z#U>mS0H=VoLQ}}pTl4`T#hs)ZiQ-H)Qi$;BGy-PfQ^CVv|IFdj9I9KN1T5Ms=NK*wfVCV+ zjR6TYe-nU3;*)b(M>-3er7@`EP%V#?+tWMQ^Xf(^7{C@s@mpNhrMZGE>h z6@3t5@4~wnh~#@0R$-LRBV}j#`6;+1z14uzGmBLZUMaVWFdqxFrm6{&E!@xf2eVYV zFt0ysp$q=ThppEI_%N|9h^|sVFMN&sG`Jb0k{a5F79Era&l=1>+ba3lbW zXn{VyUgD|-^p$9Z{QJcdqV$vH-%38C{KtOwT#*auV}R4k1f)L$ljFvc)pfUHHPMIW>QSayBjqs1qh&Lfz| zCjf+s^18DV6%%Xpj!Z+fw)iW0Ou<|8q~L3Fpem3+)1%Qigz3*FYi_^*zpHr#Bkh%L9l&1B2Zb0)XJfltv3u}ARjX*~*& zbAjOrrK$P+@zzq!k^t@k26^A`l{5}%RN z+ZNOKVc;(*v4?dLALE+VNEuGif@xQ?Rl+r{Vs-1_5V&Tg=2&s0G)O_3oss=tB{?H< zX9x}tz_;DPjhVcXrO;k(vy>G8EW1~-$_eqdct$^G{v`ybZlm=jNrVL!IU~#mA>JjISLV*3rD3ebs{V8 zS}-yu-IW5c$jzY(NiqlJv0?E>BreO%c`5#4xjF1tuDLnk3SO7;atafZ)pi*}!%eKQ z1)COOkDop{=OCW$qWhqm89Fc4HCPxgPL!+ddaYcn4M2RORcyZ`%q<%5#CYl>Ba;{f zg_s9P>w$Ob_4fKTxm3!(2N}TC0)GO-#t*?opTaEGuYF^1Ul?Y7o!VUIb-hdPxuV!C zGmI9igOoPXpPZR2xjjqi=fV5YFpT~cqGjKsq9c?VL+qqbNuTAT!G7i4*afy8qT6wJ zR$j~+IH78G(85R)!COj}koF}u-6Ky3azEpaT$ik&PXc&1?@E!2$3nSyfB{pohW3`! zgAqT*7a5L}rvy)rcNb6p+56YQ-&AK zp4k4|oo$GVpzR6ZyDeza%7Kgr=`llue~&Q4itb|KupVGyPwrdS%(b>(>wjn9tS&Wc$|QD)@7y=YroO~GbB02 zJ1co7Ij)qF93$T1YU=KZjX>j`GWE;wLk~te}sDe3LxT4FoNzA)M zpl?kfI%k2`1)D&g%l|o-{o@mjg()y(vl~oGI89zg5HMrOif<&{$T5g^Hv(osG{KJG z4RkeG@$ATq#4FIqw|A9yAy=<0`XD?y`z$fN4;focS|ZaHvU*RR5N3ZMUnGkZruzY~ zF`W?~3aO{0?a7kDqu7Dy#M-)~@O4XfjZ^9j+q1vQaA$z5UGSmif}}q_4#3=(6qt&S z!0cTD_H(_^eBl zZyW#B5?re%ikT=@8vw;abIGdxkTZpSM?_@RzMp|eo>hB_6f%NCD13Xhq0y*LU0j27 z+NMau=Wlz#-d2mnQi4cCz?7#1!K?3ZmMpF6^syr>*RcTDXu0sANuCwUb(T#r6%lnq zlN@)dT8d)Utdvf}?nIT+QXOTeN;<vC#@2C%Sp#h^ma%c z|Cmf$UF!G)Jtpk^c@p+>xe(TrI-Zb*3_)acD2M z$<0pz*sds^R>CGu{+~51kx)(k-veLiA@%;6C-wG%&S$5dKKb7&fpfr(p#HRzBF!k7 zPm{@NFq}{CF>O~sd$~#Gnp|j`zv0YBGS8Aps7mH@drZAE^Q7KIxlk{aWNzNRvTU54#ecO1XJ<~c3^F6IHIQlMHs!37Gtb<5yG47ayC`Y>d}S_m6O$RkTnZnW zOsnFoCAR7JAk?T^rfQBiS{gP?Ycfrk?qXOlK-MDCGGV$GfOX%d`zJj|=_hLeEBTCC zApR@2E!sACnS}lZXQE{m`dwm+_T%otp=Du37yK(js6iLt!^FD4VV?a9gd5ccx_S05 zEsYzbHj_ShiebV4S&K}IKKL^L%dQXN=h+LnV@IecM@yWjm{_Cl`)Y}XszzUmuk>)1 zwglSC&67V2fMus(oG+-OpFBzH4*gDyr{Bpvrr+^-((lxnqMy7)+e$vICm;WXZi{yO zSLwEB+u&xh<==8vxS4JFI40}T8cR_6ytE@&F&QnjU)WBE^{P^>)Z98HrSPelPRa6xx4Vm;)QamVbV*J~tiaZlOsb~gOmBm#Nzn^Y4dT6N(_h5yam@eBxYze}JcH&o zC=U@iTOuqDU#Q$ppL9sg2O`Mi38Cb_x(l>c?0hnaY7pN-z%B`}ay5wXfcju0@`=$0 zMKfQZ{uY#hsErnz&7!3Y<$qzXqAD(Ig<$2s-LaBM&HWtO%grJF69CJu<`xl*+7eRs z;R^331ZQre@wrFrw*R3sLVOTH0+9i8k-!wHMC`VwdG0hfGX-F=+n#P}kR>gT-Sz{o z0a;{bi`AipyP*vJX_hVT8cbF$!Y&xMydP6Y!C8+>80lj$!fk)b zep33FyQ=&iLDuE&$a2|PyA{B@85qkJz!3&a*}~q(1k{WP`j}&a-y@i~vAdYKwg;G) zeT)$ckw-j0atvJ@y{o&Uzq1FUUv5y(Mx4Zcz%XTei*V0}x{JU2^2eWxPa}lVu$4Am z3Ff_(HsM*tF9gKVK!fjoirurCzK8ZgLDG7Fm&5K^>=xfW`vm^NKZD(~3j+6JW#Gz- z4YLuu!d>}i;n$(p0Q(e@9|>|=a3o00V^c8<*cGc)?sk%58IAvH5maadkKqe?W!_RGgXf zK>mkxBQv%|gyD|}m_--_1A|-8)h)K`n6pF5fDaB1iX{IaF3n#9-iNp|7le?j)kw4C zbQ!&>{qKy5WoAr@-AMZaVB>Bid?=IwZB>aiJFG1qgK(pMw{C5Dz|y!uR5Jx)3Jenl z$XX>p%>daIdm;dH55zFl9oZFYT3h}tvVU~9E1{yiw(La3#B0mv%QRG13@+#~1<%cs zf|uq(LH*jYoqqD#vJ?Fdz{n^+oCmbi-=9&fmK&{d>lE`IzotS+_>lVY?QDc}J)WnL zCmpY$bkrTsa|@Hy=Uz%~@;dcy#Lm_yV!qGpoFhvUV3y1tC2-w9TmzVtZLuQ0&;VOvNdwy0& z7-wNju6={>=l|q8Id>bEES98b*g)olJeH)M_FCXD zwj^~F{$fi~?ALC!By~co4CTb2fY{Ks(Pnw9Jv3UM9Ilpz;J^aNV=BL-G^$^$I+`z5 z#eUt*Wvn;Hwq5|i9q=Nhs0O@tc>-3vV5tjF&VwtSi3R^a3Aa+CwSMh@*P5DuGe(=` zk@aW7nR)Oo)Ycg;4wtLtHXLcc{%H7a;^+ZX4MWY*iS_5h5B7a=0#4)N5K5&{c0ZS8 zvr~|}!T=Z*5rc}%a(MhYwYkpgd$()`$CI_;yo^E4jf1fiwv?AXBEiSeIe&upiFQ9v z#Z(woH4-L$;b{$FD(7MsjH__h%q;f@)>183JqJ1#JXLC=l84ODvO5IzBkrhoS<@Q= z@VTw&UB-YZYkH(aT@ZVc*EqE=F`SSm1UFZ97dP8`fSb9fq>T(hpE7LlTLcYvbQcY; z>;W30E1GgST(J(y5CE@|(Z4&z=pBmmzOx6Tr**Ss$)Ha;6QD(>X!vXjG&}`q2-aG~ z--8$Us>Y{!fCi~-wu}eqF++r|s`j_Li-~{h0VWoNPFkQE)WX{H{C9#kcwiyCOJw9X z-9^cNGn6=&*Pi`4XLqmSAh~|8l=9kZDaK~6rGm6~ie6MfmA2DRAV#Pk&6uPyMg&s;BSwO6I3z8tZ@*eap^Oyvwkv$u4s9C&+i``9qL_C zE_&NefBxBLUKA!^a9xuQ1kp|BrjWEmr|;|ri#D8uXA=wn31=oZxJbH@Xq`=)gy{>O zNJV%t0%oZQf_ri1{ua7rI^0ZM`SD`1H7tBkNS;$P04pqB!QX-$9;?GPqxs1USeT-8 zMZJ23I66wr22QdTb5*{06A48-05AqPAcE7`!z<892tE{YPpPG30;k!X{SVkcba_y} zJNtG^Ka7ij8IH<%1w)DfvX&pISs+QlcLOl@q+q7XBT2z=yR$Dv6h)JRqlA^qQCR89 zquZL?viPqK#&jMN{}Y95gQeI>m(;>ZXVUqqL?o3p8HnU+V0|R@!7FfkcV?K`5jo5y zR1uMTp{-N(0$F_|QbL{(ygq_#5L#*~u`c}VBSq+mFL9*k^#ndNwW{ce7e%W$@C26# z0$YPhZp={R@t_60=49vZWB;OR=3omLssevt8JYp1nf4=mkKx$>*;V!Y7XZtydd|(0 zNNOsz&|LmOCs9_DHJ6psjG8O{tC(|_YydK;tIs==JF~hv64(8`!dSIlY=;^Nos`Ko zy5acLqLh;51srylSs}RawxWg(0>DOh1s^6>L(z>(3>Rkg@eG6;RUduq1F9&Fw=`}T zawbKwhGD`0*;P@T0>H8>3Lh;#(Zps6A>sZJB2g;J5^g1;QNrWDVu{2un-kkjv z_1hPP7T3{F-oDr!`h6vyevkB+eqYLye*ZR8^pm$NTFJ+(uxz*EztC-2jQ=WKXJSVo8u^{@tqoWvx$kqPSXQ~eI`2Z3f#Q{lP>36L7)^NF z%kA;V=B_FH-KaMaOtFeREw@|!SP!V(gufBWAcBJvjG<HJkPcpuI@ixT2h}JCOM`H2d+<)tyAU@g zHem!vvvRFiYg_Dylo?4>tMrV>=4N*#t5t=HO?eTMO~Z5$AEvS?AOYsd;5LMMEG(LB zp62b&f!FC&uw`l3p!qY|lsdzL0kRg6mZ{*?04xWaf=Kbnr3(l7mD8j2n*;id;?aqK zX%-=0Ez?rJ2zh6Z>3K(<^n7zJ^h~}8siCawEm-Ml^cG^jx}*$d6SX%>hMZZe_~dnW zqeXl2x_ff7i~!QNeHN$&>j>ZaHYWOQ77Ixr{y%9YiG{NxT?02EbaxTAYht1F(p5p)1a{ zlRb|X=aLg*_Lfj;^D_?MIdFuua=_V%v}xRo{(B_K>fMaJ@HMv#jwoU0H>Osx!t&E4 zEm?eie*`wPaiq+L_T0ANTPV9f0ES8e_ zuG?YGahE%rfQihh=P&^?7!-VHl6EC?DsjYf2%$!eh#K)MS{gQ}`AlkNGsA)bvKEmR zHFG%t%dTePBAy3v1sSEEJcqH8&p3yP|7rkLg@|~@$Nx94D!zgNBJp&Lrrkdf?ZB(HfFL-P{DiY+x zSGQ-)o`wH)F6;s}sdH-W%%jp?`UAIY(b8gzaFUrMEz`b58~&gL3og1x@sg|~V%?i9 zRnN73kx33;%{U>&Xygp%6ul5-GwW#+7e(1j+_I6eIO1gtghSa(axNY*k>m-{s6Wb= zsl=X@ClRpAo)x)#W;lZgMv}*gd4IuPMV*JR6@rz&x??4i1Mz2QFSmKh{5Ry`KqQ~1 zc-)ovJ;9mVXnd7a3`?#2#u*_#2qA&UfW4MLm%_EHflMZ&mO=pv$s0hx86@wLHDF6O zc<198l>U-xv($ipKY#8~Wh9AssvqlZTH^Of1rQlnIZb#em0v!&Yb_WHH>8mwO8LSBDmvc-;9X~SwB>`em~Xn>crUNs6?-LN{z z7F}6GgWg8?u(`dA3&p`QV0(K#`ljC{NHOsb!3dj$GwjL}D{*ZS7J}g?t|DT0!)E*u z_p{Yh-j#@N#SG?XFYrg*gJ)a#sUrI&i@+}lurK=}k;x@dif36GNWrioN@MLgL+4`3 zAsGg~cVyt}*UCdD#VE+&FP*u;U*1D0$bi|UTecKJp5ihjqj!n?0&T83b2y&oi#zR* zl`&V9#VM;!o;Jc%f-Z}7>KAq zem3~&CPSVAu&6*zD-*~jJ&y|HA3$DY705q`zgPuw_G`DQKz?Fa2*NLJk+cMPK`KFR z{Jfhr$jb?O4^D<_5%PL-wA5U`W&pCN8dK{pYEG7NsU`ju@mgQ7m4RI=uVHY;QJnkIO zPnCa$AJHR<&&Y+511xo+Ech?oG3Zhj{3!tMX7eoNNPo(J^{y=V{5Lv_z6);V0{Cv@ zhHmhcDY>9Z+% z<-kvVuM~b-L-93x4UMjRBSo*W^AqoEcll{SIFSo5pebgG?*xxIL(OHk2tWNS1&$o} z>Bs5#>5nOT<-kvVuVj9ji!);hW9$~e*q(24cYU*S74LGcT$K)(p_pm>{4eifriU4d znflXlQO)!_FgKz(R{r|n-C=I1ruX4wSwYih0A3E&OtD+Mn(6V#QTS(2&Gc#U(E(jK z)5v_AFT;Kgn+O9mFb7Xw&h$)PI4nUq)5#Vt1YX4VX0N(%@+Fg(mvO@(9t0RJg>n6p z7f>RP>r%*LqLQb(MQn)^`Xqt_AoR=>J>5vUk+~?JSjIjV0Y4iv0tAmkfZ+d1(bG!4 zcoQkPV*nV?#3pP?(NlaVv;(D{ z6g|BafVpSrGL7$0^z&mdlo%?5ZNHK=Tu@{_}NE_&=Vi!NYU#Fd}wM_(GxRJ^z>`kzo?o?Ui9=E zmZ2FCnkl#M5r$_2WLMSmZ2*>C^>n%DsnA@0(bFia$(qZ`X-3Tz|5Z%UQyYLx>gvPJ z3Q1w-V7P;qhO^7d^GX$Ry-_&ZNpLOOe*vD5m@O z41WgGjSmx>?!-!e@mnOrtt$N`_=;QDB$L_R3)*wbUbC3(g8*1|vmK}O{i3H)`pGK5 zN@E0u&8$9bw!oQhe!2nr{NQ>}a z4#2uE{C*9?DE(yNx025&{PABg`=5mE$&#-PZYDi&x-;>z+W$*#nLTS3rsa5r;d;Hw z&MA7~IFvVrDz#9&gFQiQz_*q{fe%<&hvG^NEc}7%?y!Bf+{TK)P}dk=X1hE1CP7vf zcWkmY!j3yCR<{?YuuLwm!CUldrR`8mw+I!FM_?E2XusbAR2X6Er`{}YWgC0_`>^q~ zS{iG6leKnza%8+T8g2BoeXFgy2THP497T#WJUes?j7<-R-Vxv>HM2t6t0a(x6)LVPe&~ByuPnGMuPA zBJE+UydS|vb?aPwpJv#7(9*O)1!hvN?_+o{K-QwtqFg@#z_Ke>juoF`qV}(tPw&lF zY@;NUwX2naM(rB^)yZi!38k{NA&G4|u$w&8L-GdLNZKON=a0Lyk(Ss#6~u0GYtI>C zp)|XywYsG%GoW>`k5;B>WxVz?jI&3yiKk``v7gZ)b~iHzgh_3@l*#FMwX;$)I2|c^ zA?h4$PPm#ZXEP98u5)zwTg?X3#kTll5NT?MAYhj?wVu>DIuUynHRSp_ zM<=^uC6g^b9@@(-N^&Xy%Wli#>KqB9?$={oLvZFc8lQVa5rkFF2=PG(2}B0$wFJ7< zIVux;Wlmrck~fBcvq;{Gi(u+uuVh4b1|<1_*pHXwJ9fc0+ZoYQC@#S_h`wC-CWQ$S z#WPL<3cx7hJGLy_Zg3M(;0 z>A_ri5+>HHM#jqN&H;Y04CVE17RNYM(>vUt3+F$Lj7&CQCO-s!mD>;tz$2m9uOZl$ z0D+QvZT-c`L|bKuWy{HP+ zy+BmvSJknH+j0#0E=vsy4XP_&!7dnUSPZ)HUod>NSVbQD(4Tb2mP<{B?*e!?567}k z_HhPGsaLU&BFO>DD)NR|%d2c+uX#>*>(AZA*6(|Otz}vz7hp`?5xPWvKX{b~7S+cD zVf((#S?{^9*J1#Vxt~(eD=$T_9CnKOy;63HqBWr%o6ByIz73}6TlSrz zyvr{BQmmY&17_GM8n0#Z-YI&Bv{RHDv(@|`u}}0-5Lp^7_UBh(pQxtqp+QoR^kIOP z!#+{$7T+hj3Hb^C4EBjGRV}P;UueXJ@mTcz2r_hGKkFBp4zi1`^E7j?L|)8#zwM+X$FV$OZSIet*k6QUz@Mv>-C|hFzL(gZA9qO{%-eF3k@DF!%5v)3=db zn))QF1|o*d5d6KFQToX%eOB@@itF+ybM z>e-M9>CK%|BzJ3A5zoZwn9q_)sHS6X=rQ%y=SjVDa-m+F8=(=*Ibgr26!cOuM`W@Z zB(v0G+7|PqZ9Ny-?y8dcGMR*`WbW)S^=`_OdUxbPy%dtU$L7rrg2{X(c}`#zW#gP6 z{;QYoO71OjNo{@4H2?UHvm=&y{_$1cg%4L6P3MSjs6pB`Iz%D};RUOcnCe|@G$0=v zen3KEe+iwZCM0*mG-9m0brQ3^VfTl3HUNR=O>a9S&BHP$%eKb+XUNNjmCxpsH&JXi z%RAsfvE4sfYK=6@!+4M^Ob>&(MsP^eg={eo_LsCv%?U{Lh9j4PkhZ$JL|q&pzMA@& z5d4eox+U2hI0VldW`Rwota7@n7g7YVlvaZMV?ZM9bO+mC39=?96qU z&FX^D_Ee*UM0BtF&z*!`3Ij*@`CQ;lV8Q&r%>TCIqQgFyu8F^EvD8V6!s9ZQCg|QLI;X^p1 zFnHQ20E^^snhYazL>|fEe?;Q4ML@B2-9*~0W$3k?kX251L zrF>&|v2{)lu(jNv0z-+D`6%`S##+X=hz@HI_fQ+t z>X9`>eRjsX5HZZ7_S3JU^ph8htmI>!iY|;F|CL+%wGEzPEM3yCKkH01Wm(|U3`Fwu z>+c7d(Ba-|m-K6vyUX$sw%5IupRaAo!|o4Wz@&(Fv0US64dvQsc?41%{IZ!rf27Rp z0Zh$isoQ>Pb_fj4+ACL!O~}1~(t0dWqF0&O2fxd#Ok5<-C!$bc%K@-ah2g`*D$F4> zdo{w1DluJV_F7Bhh9PHKF<8YgVSwza#{Ld~WmjXS%xs~^`~*-!ML7Y&iHaFBvoDk> zYsmk+xW~kOUY^7q%7wTN`JV~t&HYs*cb3fT?MRxaaH<~06uuJ9d8lh+5THz=ISK8# z1%E6a#*F|hyJ*IF7#hJ;GqZasnRm%#HAvNvKNZ!#$?n zLwQo~E4ffFg=8w3*;c`1&c8fei2p)2U5Nkc9UHve!t*7;BHOSs&03Z^vzuYolA;$P zndzalb0@J-jzO1<3+4Cn>DO)Z$XZUgOTJLKoj&O-48o0&Ef)sq88ee7gp!Nzb++_c zSJ@|nh&nAqz%Egzo+L9Jg}sXUKKf*)qusHR$^SVL+RM%VSqs3j`#*81yuxMe=WglY z1ZQre@wtZujoEtXAlJyE) z+PKiXd4%UZ>o6Zc%wm~h zS&jElIKm~#$_4OOBv~Rfu$5Ec!PV1+%IWYg6hpB@UpwJ<;VO zEs?n>@G#W^mUH0M;HgrpkvwG1DZ4|E@eOxmxTG3A0^r^J6OpgstCq(=#JSt^B?e4M zHOeF7>OZ@Sh9C6+4Sh`E7@0wO%-F%dM;K!EKRPQL7l!!X{4wETV+D5^vVr2IHScVo zqop#5fxc_4rut7*OneA%NQ1JzsEEWM%`ie8r{L?Y056BcAnX=T3>rip!asw=pn2Rn zt_%vL+=MdC{N{)zIRrcYvKu`a#`EgR!>F9YoONOav^kAebt1s*W5q=^Lxo zi|tU~ezA|Zww>q_E_>5lf@uqOB^oL5K@$cXc1J{}ILV8lJvYluRT9ZWsRA(fI0;iD zkxUdHExxi7#kEdF)G%*qE@$3L39j5m;X@bm)E7D>rM$@fUNBETF*)tr|zsM!d(^b`Lie?d;jAPc}y&@QffjOTpIFF!L5l zmEde?YqQj9O~Y)u)7OS$7^>6f%LXbrNRccTDq1eP_@5WVc_KKN>02tF0wCkB?;KLD0hWfK zN+z6z2``tL&3bca98#sKr6!;iJ2TRr?(EIc8NLXZm~4-&I(fQtsPsevQTaNENoO&K z8#E)nK7>AyKJF~R-U36l#sLXxv_;r5e z<8ZA!0GH0PMybKR9s=$iYL{U98Zi2FXFl9tb<~>UN2e>FWS@KjKY0j0SHmCxYs z@onc%4tM5r#s@wGoMVz7ki0zvHIBBHK#(?1clK#b4g&()pbS9YjF!ew*L3zJcWcE7 zz$M%UXk)=2h0gNUNVzdJi1nBz$}cGmLir>1gN5??_JK~FftPQ>rPNtcZ0;yuv2N|j zYfc_q^NbUpaRSoj*8O0r5s#2Dx3I5nVPD)b$>Nz9*JN$5fGAp$%C`V$k~k>79L&tLZf&Qp+=4@brlG0x z5%4#$x9HV&$~}wN1tB?Z>DVAcO9u}1HQ2A0;pKD)7+225%OCObzj(Q2K3s0Y%K;1E zawuNjg_rl@<>Y?2tj7x@%|GMl7-_zbzZhx$3xDmm6fOtiT?@$$cT+2csKoQ0S3@Nx%UUW=FS;^hZ; zS@|@$4B}2N9IW&fk$axh-5EWqVDyewP^mnC?)3omcN%dyA6Wi4L5i8rj zvJNkwc>`R&fEPT&qQXwSz)f3xODjfcDj3(9>?{iXAW*MNt1TLVGIUHKhj)sT?RxMY zSKQG%L+m|J=U{mzhU?WK^6FCQX8863^4fx+RR(`w0v}wYW*dF6Wil-P2{@(TGmO;X zWOFb!l}F})(wcXg|K}ZGJZ_qP{&Z(CY~%u~59Xv*+{)~8XW!6OAh#EWx0&r)Sgws! zCr3*|)%sSj1Rbc#2d;~6^@S@A3Tg^kt{e>tN~@6v4G#*H7Z&*?mP1 zvz3Y*3_1Nw|G;}VgdWoQ0~~0rCQV>Lr;wLHAKG1VTg*Nz)pyLL6Wt+@0* zayjxg$N1_1cdLiMwS&3F&|qU~9exax0>B#Vx1f}v=9f|&D3$Y)t3R!Mg^|BPgjTMn z@)0if7AiN>C!MziV+QZNxD|CmwLURixS}*NfQ2>5it2!O47)kRjsO_KO(X1(!2$0j zprv36(t;Tu6Z7@#WN!bMLUyM$6uir}tN8bZ{qH$~#XG^@{JCW%cW+7%DbB1sB`i7S z&XQTyc8AsGI&YXk<{gX@d{D~<0e=H8e@5b)Wrh!;u~fr5gb0%=Rzfy5=!Gl?9%_hC zX=4{yFi5u|eA_N13V~(QEJs5>gQx0pbo3!#j>bEL5-)eBgv;vV%K*GvtW7K!`o>i( zN8iYRDa+AwKx3J45PisTfOiNE-r8Lpys-y3$YV+V!S15rqdh=_wC4VVq`subj2(1K z^55z%Ccf4KOw2we6ba?1$;cx>PzPQm;_&knqjxxJ@+UnQ{eB?hvcD4GLp?8aF?~CD zk$c7RLxQR~?{S|;JOwx}+GZ2qgBQ5B_cw+r=d(ihNzp3@0{Xp5cUI`(Df*WEtWe%% zd6kJSE78>?cQdrV-W?9ONoBhw@(01IoblAhg!N8Nfk+3|J08G;1E}bZ^|X`nF|}u= z=#>NO`Mr`^ua8YUXwUq61ZNke=v{W^OghI@aCUO6zF->Y;C_sJA}%g%7T%iU!-w)6}u+I~bSU?P>-76f6W zV(<=Uw8(v;)&4C7${d*NTj`kWM=5&cz+`@}(lOa@QuHl5lkqP1h{@tKTF6Y2HjCUR zOt#m1yE;*r58zXHYX_z1l>?Lcy-LSqg%o|u&SbpHxiVQgV1{h@_(*2n+44`5vgLya z@akwFS)|HuhbgPbOU0EwKa3|*a3!sDq=G>7(xwzrmMF`9H(BH0M0^p!0uWJNZ7poDP-wi! z3$(GkFES%Y{uv?4<)k~ASEs{O(@F&avo#ODhM+R=rF)W9`OYbuT9D>>WqH7>40xMb z<*gG%__tl0yxO}IZdb1MYV0Y0#Qwq;*$b<^XHX9;D=>~EPO>Q&N^97#R-}!tb>_jE zF6NR=vjl|Bp8Obj$hzyR7Kb6{^nAEg-`*@@PTzYl2KQdL_}Xhfzza_z7C7{)Bq=zQ znCFtCX3v_n9nLZ=dFvq1IKFNRLD?28lnWWQoQHy=?foTs*r^^IXBd23-qO!hLaR}( z1@}1ix3Cp|zl}?`cbZq~P;J${t>r69 zH9T{%RP)MhgfrQKg1*omOHRcV@vxPC%s#-4@_4vn3*W&%fN4BFWcC+ywFLq+HUHYyiL+`CMRaLSa62sLP9cUT&8VLhLT zHX;+9f}Dk;Kz|K>cM3@vfcDJ^5es}ol*OJH*7oc&1^V`040vILfobzjV_HlYNgCLm zoV_UckM?48eM|~z!%pK0XmzPHq}i8JpkM06Xbz9jBD71^aXt!8SR~=Av#+XwsAO7K zUcR00=pR83Q4!4nHu{7r(E$~*o=Qsc|H^mJdVTZ^ca@%D=m!ufj+g_=3rl2kL7V(r zFA%c_SSaGB+1TAMk}vqOpww(pWJe#60U!E4 zkdkn+li4v9dqWRGz?j$n+P@Q~_ZwzIj`Lg&6T8gWs6OMB3nlOWmV!5c08FpNHvKDdh^#Q@n=AKVMTdZ`bVaBhwgR@Mhrx*GLC{8tB|KF|vQ zRV`LfX?@-=xO0h?mdYI5+FL$5mi#^27n#)D4bGgIUCm+5G_L@gdqdYJh&_#Ytp;T3 zL)-{nfn83p13ge=g^KL<(8N=QHqH5ZPvuKQq3C|fFvkNailW1Zi4|SqLu_W@?3ztq$XfU}`*M92rJt6SyjSLe8$XaAt^ucBT zmR%p1PJMG0+zM(SnOG{4- zHa+Ss%xg@o!mdHtG)tzASnzs^VZ{Jg3&P?o{272noQ1ipBT(9@GzQhAs=#~g>7DF3 zmhFN(i=X4Vn;a$GTS942#8ea@6kfyr+-o4DmAwWh(xwT3@B4m7gfT)F~+lF{-LmME3F zmyRf6^)W&Gh3;~z)tibz+QkNn0p0)+K0=m`JYMf`~L*p{)ouYK7+F`_uxJ zElnE?MbrY#2Mfg2LqZc&Vt6n>)}qp)s9FFlyQ1P)@hPS=JO^^a6D6S>z_L=%7{H4E zYJD;ZdGfluFMaa5dlV@lylrbOlTta?nWmYQ$_vQ8Mw3T;Zn@P)Zg96)ETUez@8KTI6%8S+?BP0*HjRh-9htIv5BIy- z28kZ`3t~n3)3suyLgYA9mNwti=`*n3>}& zJu!?widnjxvk}(W%v_i!Ws8)u zT{klt!pdgGN>{C!iT^@pX5znEJ#gE$M5bh;95PES}F z;Wh4Jrd4x_{kWZB(=biJhuyUw|A;LlupjTS^u(a%v)GS!F{~H>YY}UirrZy}dTKuo z=k|k;R<<8bq)lT#9+fGpw;x~6Mp$S2@zp#j`#7a+*X@Ufu(JKI(p76e;=j<@kNB_l z5A27e6N#0ufyrbgUg=Ed%vR#Wz)Hl6-{wzk~2!<5{U{@ot8i4iGNF2e91R4yNua*Tyf~rKK)@)ER*@*ehWH#7{ z6utP-V$f-9SJbg-laIw2i@0Yq;~9&~83>0hs|$kzXW=-gU{3;{Mvy0jlCN=>W33+b z$sjhZ-hqH!Hmyp9K{}z{3G9q~q-h%M_Fn8&)NX~X5Ukwij+Lm{a@KC|hW2vHMfo@Y zi`cEMYqzIyp?N34ncHZ5?qPepnFPMg86iFhA%Vz%y_UdvTmq#X?dXjG>#xe@YCEQOw+7!SU{b5f!k#lt0Hu8VSqPO$o`e6cDx z@)wMqTwF_qBatw-KE9eWDd;Z+}(pd1f0#z-8~q8v2%CX zFFbemmdcOW^(S!MS@|iu{wKTsj9q_@SDz-=VKD`fYsgd%JE{o9CM>tNTO3w&Nm!i^ z626D(aJcE@1V5^XB{a9x(~6?&bLInxx^%$MS|psnJi)g?xUw8Dv`THR^ZJ=QU`P;2 z94{p9Sq>N4PeW(wB4b9FL1}7%W*)@2k>rwlY;!mLgb&%fGNiT?a8%5fF$Kq zB>6d;dImQMGu66_j7krXLAPf=0l15l)9KKs3=x{m+c$R?4L9@v4bt9J84uE9h6vrc zKyT8O=cc>Qq!5)mhC&y$wngUM_1?9iY@Z@|l%Xd=r%7J=*uhP}} z{#lB?Wv}(kyX-O{a5qMT;o^$QOSxPmiX%NEc52Rtojpz$qy4vZ47X2;UO6zF->Y;C zcX*1vWoJ0v>ezSPFGF^KBO5B{#;j-me-6R zbpH*g%A>SA_KcU7KMxrT{|rjYi_=iWkP4c@@{w5spIRJ)FvDpiEQBU6EdT6CVR`?| z=MktWU#_w9cX96n^ko=!ScNA+TdT}x2S>Ekg(+muvXPa=uW*vRJIs1HX)hoc0Mg0} z11D?<&gzb%o4NLUN*IJx!=$4$kY<=o+m=p3QdNown9Y&>Li7qsdoxm8Uf{(qF0bH4W|dd*BI(*f=Sd5ThsD7o zg}F&tUS3%qW8cB;0Qc|&wq&y6a9pQED+KYGwXTZ$4Hm}Ay^8y-mc~+Wv8bAiqX;ro zQdV(yLPSs|I+j}^c9AIXZ3K)iN+dRnisS!Sb?ZOni$77f z<#zx$(6dUBM|>#!Wa^_R+vL+ER4n=kG;l0XZ}T)?-qj~m?2WI5{yOc4!OCPxs8|T? zxrNf{+=*1TJ`jMpCseS>jze{8;oa=T{j4Zq<<0X}y7CCErn+_fSMJrVZ7|a+LbiJJ zYsS|G=CJ8fQQi8#xoG?x61yUSeNiW0b{C(;7e~|r*Q7QS%n;G^sdL9L(Lt^E6s({S zQ3-Am!}45rNwFbA=!r9#NEo)2;6syq=AtKFj19!=i7l3X7+4{bp4h~YVt}m0t3^*# z09Y^egkJ?eN?2J>Sm|oi6Y*aidl5)LQmG*PZG)XjU!3MlN)S{vvurzEC*i5S6y$lNm$XY~NRKbG)EW0Yu z7Znwbf?xJNNtdy=*1E)hp|dXW zUuCU{XKNvoow>o81v1;2-K8ep9v?L;d>3t~Oe_D&aBeU&_^`WXW`7)40yA@f`}nh% znWfNNZWELh0Ia8G#;-w7NGqEeC(@=dGwWo^>dnmGXCth$nK?O6%AQFn+jTReA*^g> ztaR0ynfNbsW+witj5YCW4P>%1|C5)MNzn^Y$>OQBi>P8BJ?3X*+_n7gd>!^S*nz8C zhb>fYr%yWJj(MWA!@FcbX{WnrYdv`1W{JdNdZ{wu%}t? zGH>Rw!~U~KT(-mhbNGwxuxG#iAKqbq`DnSgb!enMS%qx^Lm;^IMgfi&(`>Bg2LcZ@ z>ut7|VEy^^T4?~!XBlDz_lB^dl7CY^;br}qaFTGTOPlT=M_RfroqPgQ@*aXq!hPTO z;rmRG|5a_SbJt96x{nfYF!~3lre)XtzPh)g6A9f5L|y);ii~j6jbTbvsHER>ufcug zr`QFypFp?g{)JuQHXQXtG>5Bg;cVa|KdCsOpv zfsB5y(rpR8GDY9AZwcmIc5#{A74d!=_bgy0mG9)ES;_oVen@z3It2zDc3|t(AjHou@~(mKG*b0ei-)Anf;X_=SH4RS=d&$KnSVG(`|1(>OlQ{uY7^ zr}eN0EO`-x4NwH(ic+)f6}*vlTM{vKqk*z0>S-rLZJfbUVap+ z9F2gZ)ejUz$kh+FYyw6dA1PL^y!h&VQPZF@;PGk*@Nc^~d9`=x(3R!N)wCc2{)I2H z7gl@ESlJ%|_To*W#jRUQO=>Q>-yBCYXM+;~9WzpGLD0dkwxG~KV#rH2&7L)@Cj}P< zf=UaQZt==+?lmv5(3+Z@jc47CJH5!au9F>fYA!6{Xq$ZUU@%+UvIQsQ!qMA}YH_553pxJY_Di?)c+f*xUW8ArAWvFrsT<7ko zs~vHcMJ#i#9dUuBu@qWb)Q-SW1bdoO){byOMAF(3!@U@=xpsupnA~eew0kkSJ>+zD zr$GgTx>OwD&a(|Jr9~oc?!{1!h*dtcQ%)n@FVF+Rwn<}N7}068q1X0e^hdGL$Ei`; zF)Ich?IY;{oqbgmObxL$-tv$6;@}bJ95=`~hCnwBFdQVb2@a^ZU{8vQq-_6*dE2TONJ~Yj;mHi!QvNI3H2BOR5`s~a@E&VX~k z(Eu!xcbhOflLdhss>6uc*gjn1qlA?=j9KZ*7g06UVdB3!h$pnclt~c)s`#v+(i*oj z+_^+cOFtqgjGMK$+`W_(yX}j#ik+p-{D16y37A|(wQv%W0K;O~K^8B_G6|Upiw_|h zC5Xrx5LpxhGd(jsnZC?)58XW^0|apg9eq3*)Q5^s-gDo0$|A}l5dlR&e7Jyu>@K+P z@5zt2e-uK&G>xvKpStVU9{TO{HAM!K^xFj=aXVS` zlE59HKetRrg7`^4yI>y6c+QoUZ9Jaci-(-W)=CaRTYsXiGUkU<9Y#$deyr4M**PxFCTyw{dY zY?-`iNo-)UnQV}~-dz~AMl0a~oWi8e-~nKxNd+XfJ#wYB7{wlBU%-&oqG}n5!D!3M z$Th7+$gpAntVOIv7p((ek}k@Y)j@JA9 z2W`(aAiw(n?Z2&>u~D_ynrCjAYay-9y-xrY`dy3f{?mkD~UGcS0XpbO|- z39|u$=kP`u+>jv2W8sDwT%ic?u0*8@Hzi7gcr~LDK)~GEa=F?SS-1wT#KUh&pw+^g z6PBHK^?;D5WVMkH=RSA&)#}fLVY-_U$6%PSvAu@rN$eqmVfvY6BnJE8W0)RiSTO+B zBGzJ8dqM>2K%^Q~Fz{t&H9JVzn#Li?(5S8Le+SYXEPfb&48=5p)mKYNKqaboxjc zZszfudzI?=M3duoune~ip`;UB^}~yMd!4ZtTs<6z6c6Pp5Batjqhyc;{Bb5$(nek4!@K=)_7v9Lc`ba`b2yfeZ^HM6Wa;B+4spJ@i$iee}>_FCqv!YRmye4@4#WSzT zQ~X#sdk&s0PA)em>Y(T*$IJ2l4_6bUg;4U-?n0{-tq1|){?8{6u*>}) z5`aade5YvM-#oyw)d<&qM+urXK}pX_anm+FmjFC_jbjjrkKV+)jFxaZwVL7LUw z*KzQ&x>E;3aJa!8hhB>BX6Ual5A8bu%wO^KI3a%8q9I?zHRM+bPTgi3K^J+7u6IUQ zLY|SGJ1x(x>{)~rTfY(>{3F4acW{r8C9)|LcUZ*DId)^`96N(L*HC6s2qAg`83%Y$?`qm(1$e!!vBwel-*v*3NFgS%DgX>=` zTdg+#bcWO~#e*k;xeMa2HF3HuGa z2r}D8w|e4aDV6@NwUy=wyVMi^#%a{glC89Ui|N(R&SF_WE{EP&8bHdIt~g>`%AAmz zs~~m|thrSPGAK(IpIgP!Sq{A?q8*P0z#t@SsgXCgie+pGM8vrZD&l~I^*y&jmpB6! zpoLA?l3T^nePT{Ia;sRt7dE?vTuvxnk=`Z)nwZ!&vFx;DEEWvTFq^lOCGF%LmQD(r z-cAO2r$cd?uUD3pPRyC-n6YJ9$v%67znjTjlFV+La)L}BG|J4RoVbn*gDT}5oF|T| zzKnp`QI&AUQE|32<-{xbPGmCc1i3969cv}sz1DeFGEO7jW{meH&3ljc6^l?2m3cP+ zjtx&DLK_>6T1q{n&vQTWN$f!0wbtK{{F!AO26pl~eSe%G#Q<3=nRLNRQc?UKfaN%S z$0@s{qQK{w1O5W;uF8Z}?;ly|%C|c;sVLIl+W!>rDYHriS(w;h=hcubcf+@xNg3@{ zh};c#Fc7mfcf(${m}S(3gQIB+&9DamHfjcJ%&ZwQNBSOuP-S(Hj1)c8(y?K>UaH_F z3=0OxuBzY&0Oqd>43VNO1rX(;k?E%@04w>73LyP0x7-ajcwR!kt25EOg??7#ZfLj* zhn9sCx}e4o%2yi+F991f>jH<|4evy_vNq7=Zn(tKxj|~Z^ugO1CJd0Z$h5cymjN(; zePGPp(9#G|HWxxgH5SH+ikUU~XH^;|HTvf}Ou~<}bSguDKibg6`bzY+1a40|1!h z4P?ySfJR>0C&-Yyq2(4tDS-%SRky&2w0X9Gjz)^fl+|wm9qUI}=g708pufT>dkO%P zD4R7zRw3%F6_8?#v4Y6O>~V zB4X_}Ag>!oMxzih1-N_e8B=gI0}-}2V(kNfaFabTXmRb*D?)%cKA1+pF2@Jz$+{XO z7HckbGrS!UYhS>@%bHRh4B1h=+8u|oC3IGppM(C~*wbPPzY4(o6{dH@T1%ns%=gqk zMR4ji+lUuMjL^rO5tfi=Wam!Hb1OEDuwv_1!h??zd=+>M_%H(Yk>fLRM64x`_QdVH zuJ{T~qjlWJcgxz@5yABzip90y)88^C%b|9K-9d5{!lyY5s1(bF;%vCIm;OSVqFw+7zsI5E8(^MFt`9 z30CV(b~km|Oa`mPSnrL$qz0;Otv*S77^RWuw3W%px9*7>aeWWmBM$F{kFwS$Ox)GK z6`yBk#Ts0PhvN{~xw1PJdpuwOZZu>y=XYQ187j<%T#7ini)GpzY&IbXL~X6*5WbYVr2z)8Ny)F zrM2iVn7|YU6YDS$1oJ9D9$nu=&btVL(Tu;P+zf~+A_xXY#)Dw4!Eg9y90ao{o`*RE zMpB1dXYP+cTILXTh_i>lEE6Fx&~Xo%awy1IZD4KA^y0?OZxh-1DjBx-%7l5#xE`6+ zwwY7xdNOsOn7YTY$4Ydq2tCZvDQOQAtbdDiT^!cKI}tFm(wi72sfM5Ixf;s7^3ua6 z@PA5iVd3*D>w{8X7@Kmwj?3^opDOSFhcKWS2^JBUh=N5@$-O@b7C9j*-U~5kki2DG z&$*@12`Hn>Q^dB`wzhzbUs#BoxY{1aA)KJbA)G*OQ2*Wn)Zhtfy}w8ci@*yUZG5h^ z8!sJdm^$HP+awLj+cut-{*X9%a|0*O%#H3BY>@T5x9Ey3*)0(;+sYBP1u4?b8{PW= zJ14JmD@spd_B_P{mlTUIaW8XU0335{;w~083Uf@!l*kR4=eX__*nzx&(;wFzZW)I` zUcGjoU(S$XfUK1~>Yb4r+s6Vh_uXgaPDv-RX~%U!Q%A8IGGWyVn^wB=6@uo*cKTb} z z8X*eXB2-i_V>wYVvqqo)4TXkDjlK{cY3=e*x6*)TFAC0s{@gaBEfib?!2BtgrqOlu zQ}1ZEhko7Z^jp$l`t4gJ{a!Lt^i%K5S;@yNvTDQA-_YHeOMffh9c>$2FI)aiXN7C9 zYcRMIq1X% zx%cAWWoJYk3|W+2>W)J%n>Gdg6=u_}0AT($&G&+w@Lsm%>zRuQPTgi3@gmy_W%~nf zcScwQLdY|+bEoCGbrp`VV(VAJgSQfVW%8@C$??qy*hh|EmE(e3VjqcMpb&@zd*3S- zdxG=sWo%<`Y;6P(oQDJ`g!6KkL~-Sf9{y1N$^lqhd85a^DyJ23ZXx$>rBV`}T+;YMW)vQSr>Sov_e6dncVyJt>EqCN=eQyGXae`d~{_0!$qweat8bHeM`KNFEE+!qED zUJpO53ctcW|9cbo;cM_Ux_)#s`}H7rY*ly*`~G$Ic`N(ez&^hLpW$uz@lE(RZf!K9Je663;$XWeup*P%|7pe&x^xbpnc?u@Lu>M{4Rdn zhaca=kN;`?c0YdmK7RZFKYoZGci@X}3V#IOSB>nvDtrLGjJzuRGEV9m{CE&s!XLBG zpRmt|*yqFS^QY|d5%&2gd~yUn#{PaB|9%2LZUaCUhfl&+nCiFSk7MUN`sW4V*WlZ# z@CNMVtN8I0KKnELxS6%wh(F$hA3w)eHyiofCE+iy`Iq={Cp26feiNH-$B(Ds$4kPm z!`Dl~U*Yp}!&})O*JA5+_;Ee^`z!Eyakv4$kDRj#4t{;=g|q@YEspOPoWs!N#)Ecx9P1kKTHtIo(njiF+G+A62f8L50@JU~tYv zsoIIenwcoNW1%ZW!o18Q9qB4BP}8$x0UrZ$BNIQ0s!;h9m)-pG4(y-|J(-)!i)JA4Oi zdHptUMpYUgAD!&OnmT=hyq->9`P|y*1Xk?rKDRu$6mM`qBErg8nOu@y8t41$tJgT6 ztia6NOM@lsjlR<8_(-V_D*l$D-_`PrD~>9SHsJZ%;NZkKW3)zJ{H*-jK=eK*f_NtW zJ8qBCkG6&bBpfQQ6CmpYm1b#FZI0g_tc_2uIHf*Owp{++Qlh>h4z!7|{aLp;>js}| z-)AJdoBHUC2uQEYRJ}Gni$w{r>som`F$!m7|ql6}7NhGDIBA*&28k&ToI0WXz z>8^+W@p&kDv9ZGgIhioD@vb|LH3!(R0-RbRe1O80_-pvyica$S{`vI60 z*X`#sV2K;>Dd@=4rKjmT&J`V^nED@`W#s93;9^?>p4c{ zz;e;3RF=zD?e3l&WAkS?KI9HE9N(*p87YO~l)LqW;Rfi+_-8rL=fH4}=VQ1(=NOd( z!$qUY$8ek6?(S^+GaMgsdl_!)cw0G5yKUZjFlI=u*`(izR@*HH${d(%X8;e|r-v;d zrw&tdSJ2VH-(*xva*WD>$)Zu^W3oeYjLo0P_>eoqWN8|$#Y~DelYS@Ud~FVtIWXA? z`IxLP$EX~bEE-ilCL7B!Hh(7LLvAmV?QT5~i`7EXitcQBFMfsVIrC$LBj1q&zYZMv zmV6vJonurE92t!&A4gu5V{HB$$%i~M9GRvCO{}IUMe}2XBfpjdzYZLEeLjx-R*q3Q zaAY*9d>r}19Aoq6NIvBDa^&W%WB*vWCH3Kad?s$@x{v=vxaxN~aOA*Mzsko|&*m7F z16M_(N^lk4qfju$ej*s#@{XBUL+~LN%2oM*8FEvlUlk}iH`Sg>ZYq8QO1`@xl2g^- zY(~V(;f=fK_*x{V(oCRrwZed@jLE6U^}Fy|Sn0s^zU$zh5QoJxQ!PiP!aw88RD0O& zk904NbD_U|KD>80en|H+_<8*42)uQ-57t=O^HjZJC0?##cc+5ZrK(_HGAISz?ABCy zXmNm;u2oB;!K?W7t5!{A<%*FnFd}@1=McW50X=YGja*TS$S>~VJy)(8aoVmRXaL%( zK}nk;1@Q)6e2Tmo(3G+c#%*;Sz^M^$3jYL2R=Tq1pSdENNx z(eiM!yQdN~gD8E~(jbgWd&9rY(!~0%Gk7{HQuP~)sN;k9K(H)0Xm!1^W~7;+nEK2N zffIxi_e?-r?o3*!+ol%sI^@%az9ey0y4}K9g$Q~@nY0r0 zQrPVEtKlLhNv1_;P-x}#s3P|qGW*rX8u$$U0lC)#jw$xnc%|9^4LUpwwdlL! zV%Lqznz2%_x>`Pm@ooR&mL|1jAFEl!H<5j8ho~<~C#og3B8_z4ZLOuV9J)eeCBs?Z zJ|O7oshs8Doe&YHVM{9qe@Q1MY%T}yG$;3R@E_{L?B=OS0h}fk6Y2~#U)~v%Ge6&n zsqixBfkpYyK{?ITrwIHlotXVTnbfEQ2JTUI{kKi3V5*v|w@vOV76*5uht9%sk&3Zy zTFP*c(Iz;c;v}%bQrN{*RAiRmc^MWVU}a^CQrONcnJ6MY`dK{8wibYwJaY81n zntjJgSALURlQc8^trug`%rrS5iqHl#uOei|ct2+nMteOXhvwc4ghLKZSQjSMg4PKP z&amkNfJ1FqvgXB`U~DGIbm7}*(n24c&nL~8AfXSi(bQ`p`rtC`AYC6^ZW)JR_Fnqn z-xyL1kX`k`M*&zT^}+Vs5s(S1>H{lXjrt({trwy`&6hOm8*!VvJG?x`#(=rRL(Grzb!ni|v1GwJ5i2QEZPDOFE(6 z9%lIB`$q}&hK-rko16=j;X-UYDC^bmF9=uGY75v4R0RHJ>D-`symZ>17$yvmwQ^wb zaprxi2%Q$8CF0OKaAD0nd*R#c$aR@aMOBwsiD=Yi>2GbPV{_um*kE`G`H!7RVK*?Jf!H1wl^ye@0Y4bn$0T?z92!kqi2E`CY+T)7qp8<~H}wFJEbPgovBy|CHcZz`)L+f8V1Vo@>aPP}{_cxDX{-?RsIII`KUL7J;M zD=eKGq}EFxyq{sh09lJni|PL_0Oqd`OliP{MtC7N{e+5Y8gM5nX4dF8sx(Y$^qV_O z!LJrc!8;3~V46nP(N8_`YY+V%NvGdq9j4#IMbhtAGey6-XVN8%m3(|%yx8>(T^jK8 ze)6ROx54$Y zdSw7J!Zl%KZ@vr@?@=bb{zYo%@uS@OCY#ARYR_+*ZLy2dN_YUf17PE702?!V0J|>7 z%z33|X?g#J%}KbWv!*x3uGts(7wkdy1vZP{p+fOe%Sa6Km)(I)$0vJmXw&*K&k-oQ!#CV2z%*+8bYsF#P~mfmP(u+p5qgtf0N)vIvJ>}g!&t7jcAP*57* zV%6;k?8e;!LR!@=a3XD^!?nyt07*C3mdn+y$jCH;wUy>bbW0MgRs;00 zWd~Zl97I&I+DM3Vg}eM}^=HB`y`K@sur$TS_8O)yU=JA#)76%d80?3SVfq}yiUF_| zv6f}(R{>Z@4bvXnFcH$KhRKPvc?{F{RLbfN)BS#gbv8`jEt0YiQ_8m8Flh*@8YU}U zwT3DE4V__1f9tfBv0GoPb|rezHViMLb(u4tcpI(LNLC+{%{so)XrjGh4_Dxde`Je- zQD|r|lf@E5!(|vut!+CYA(>lBbfKiQ5u|T-m)R`1=*)yMdI117u9C2^y~b!i>>-0O zT5K7KVg5eGXdi|Z17KHUbT9zxs4?1;8zVwm)fhREHjgnnPNl5g7@gopSZ8B&Op%m5 zol>^##z;e0)fidnsx?OGZ|ICs`dbIOt4*TvY(03{nJt}Jz}wE8D%%-2X^*#p=;mAo zgkcE+S2LqzmLO(ENgg)kE{$4km@qRJGn^aNJlNP?GxHzVLk2T*m1QIbYv5yMu4Gs- z0M;VbvgY|50PCokc`-LLgtV%eaUyLVGjp3tS-qLL-H))&W@bZ?l>IKHY}?I@hOnxc zvC>s*X42o#nVIyr4sh0*#LCz@@Uk**cjf?ZD|4=T5EEC8kqi#I!4R7rsDZ-|hgx6G zDN#Np7eEe9oNoK`!gBu2`@$NU%})q?Ms&4h~%O&F)S0NA(&!p8O*r(Ljz z4900!%Sa6K_c2a8F{~H>yBeo`09Z$j(>~ld5z?y0$%(WM*ML^21l3&wdZiyVoh{PK ziX`VTl$<#&Qu;L@D-{KW8v}_OoOyhSl1ewdFEQ9*%JmgVxv@ehm;GQ*M?v)>kdqwd zA?(|;5%!%OChS{_B<#Pf}bpsg4fOh3ZAK4^0JDi*3VCWL+9tG zzt!XBlM>I-2Hnfaf41{Z{)EBFmv@y4aq=^6HJO}uW!K647@^cJ-33_diY9#grG| z_d-I+1l9TYd;3w-*~br{KesYb7IOAda<nN!D_)c<|$Hxz|5q7l0gdHi8u;f>8Q zQ|sfWzoGN-)8AT};^R}7lsJwy;9f5N_$PFNOrFn5RAH9;nquS=`3yBV`EB zfE1!NxHStc@JF0{YM=~vW-)RD?#wpvMr;k!k@j}=1dzV8l@cD`z@(#)rF3|r%I?+% zrO~ye$p)nCXin7Orfn&xme)dt=hEnCZ4k0s4RuB7tuTKoc36XSxfRTm8vPEiFcU9? zlr(D-gCmgkO6ruAm(%q+R+@wp?8@k9)UmPOrNO{NQ`<3u7%81whIvB5RET~EYUh^g zYwML}vs{I=tt=U93G?xd*BXt=z$hf=8i8~@hDmS)l!umfjnyFiD&Fv_RC`zwSIf=f zY^n6`b=Ou}zdNy@xr?bK!-57IGcRZsVR#F>;J>^d8O|Kj@;HK(o!I>bK5%mKlrjhDQfjys)|n!)MFF^VU*2FYVt_4dr0 ziRNRQ#vm|Z=fpscQB1W!Y{fu??|~nrT)0pzgBzmm@O`vpYKxPZLlZz;p;EYov=B<3 zT&z@xjHM?cV3&-gN;dte*8W6nc<)s5Bj;HxS8!CaA#e3UuyVFLR=jNa8tAXE{i_K8 z=5Nch?}8k}g=Uc8%xyN25VHioOal9z5fXtA5{L}gX$jnvOQ2e4B>t7~*oO(eXx7;r zhF(bCzawBD$=l@=So2`2yK`YdAm=%4Eeg2zZF!E&^z+5eRB*{>7>RQrOK=Gys}L^9 zq3Yk+QuVa72<3$wfWO*G)=tYFsa!GFIP>nQc~CBGYO{FBY>34k`Aql&B<|xllON)@ zCtBa0gl`vzPqELR!RIC6&)MfM*yk_V=hOHZN$y2hx2aX3iR+a8v1${ta;x}McoO`j zGl$_3(6D~GJ3JEpg#t%M@qcvXj;1z+z}q_313EK`xgUA2)Snmw?fK1yp1Z?$(3YvA zdAX|LMrEuI3vqSBz5%P3(kv|v#z!jfy;NUQZuY^EW&^Gu!awj?9>u4YEERhfi{m({ z?(k}*i!Fx{dM_*UrHCbMB9i!PB#~i$1~KXmZ-lPHo8UvAX(3TU=Zp9})8fBKb~p8J z%SLKr^~^5?nu%oP3LmjkvxCad&TaT;FQLb@+E2!b*7LIGo)5@I{iGsh8&DO2L#5 zDiAjTh;eK9h^>*WH`(I^XWQNj19s!j(4qd~)&SnkF-b7@128Mj++7Sqv7j_FJVd_{Oe|?HCid+BCN=?0XT$?(}ZkwRM;Huz5j4fXb-q1pj7EMSJ;hzF&aD-8Y$!Nj}Ti-~u1 z026bUw6JiPveuWIKm$*~-(>bz<(R!giQFqYFnei3xV6KhT90f;FJH}p36ic48^72`l# z#aQy)MG@m?!MCLcTG2XE6fxF}zvY1&5anIO7>C7+7|;JMe8WHEBF5V&iwRxbV##CY zUglE>ujLVg7oWXu@pda&-D0TpIsCfHSb&QqWu>Tng6P#QoJ6a8x)e7oVzft(@&+HS zs%P;skmG$*GI7AWx;;I$Qo<`N*{cnf69tx?rJ#w6+flrdAZ7G|07AH5uokw|Sm|h< zXTFF3(aJpPFcyo550t8FM$3)G%c$3jAfQ@Z`75iN<#o;TQ8w0huV$+@sE`bckj24@fVZt$wZ6ND z|HOYd1^;G`F7ASd17km_{?qI(} zWDje<$VNpRQ$_Z(s|U((5$pVMj>Gj`0sMDhuy1fc>;KiO*^l_c>cLtg670qBCzMTx z8ktq;mjk4Slda0@^22d=<+IMm_dxR32LNkzxjNJu8t?hpXU{eKT!nd zTmTH{VjCohnpfCp@?#4Lp?)uRARi9sFBV*C8Hd52_PSUw#gJlvto79Cnu?V8yaIr^ zUo2qjAcqp4!Xii2ab&`(w*{?q<$GnC5})aBxtI8~!89y3wfL7;O6(A=;Y`8^gedVj z&Ol@@@ws>8lG5ULt$ZkK)zMl?CiCKFJ>$3whGh~;7nY6YD^$T9e7<^BfQ_bJ6RJQC zj7uqh_fv!`YXDvOyGJdZ8>Z|f{|_-t7$9r;&m#X%12BL2Ho5gRE|P-% zg-}pm63b3MHA=QU^jnuszw zOUDLl>Sd?zVpuRh)*{m4wm$&C{Oxp_mXGR1$n;ZX-by~B)1Lm8TPa%`JTIaDk~7h~ zg??6)vhDhwSt?yvIH3y`0$`)xj*XdhfxL`Q@!R)6xUx3T<+lkeog1d?r4M#vm@q(g z)dx!en7=-V&=L_%=eGxZ-=0uW_1m4Om|3GAq0%s^(U0sf1rINhf~yLlV46nP(NFc; z+e5$Mboz~Sn0`Y=(yu;K^i%zIEBUm3d-@wXzdik}e5Gt{aJ_8#CeGycwdMaze!`Qh zY!t~)KIyKVv{pRf68$IROT+RA8#B8^*^{4q4Z+GDktX@cO_r_=Zi|;gbOXbK0kRgA zmIcxs0LGZgfYNOOlJP0C+b8 zWQi)hh5<|9K)K(&f?&h;Nc}XX77+a z;D8RyzPJPr$LBzXLxP8+88Vy`Je-kZR1PGHMwKtY!$^*?`6qbbLv~r|q?+PoR^fACm-V5f}(+QByz&t08^cjR00CW3o^1$2SfVfr3v%1JJ>H_@4MR1-kTdx zud?@ty;2ES5(y|x8L|i*n9Ln;`5tqi6b}4H$TqvjEX&{nGcSWtPKkt`Gi42MIBJq} z0}ukq4TSN3Uo7K`gQnjgV6>{z4j3$GH@2h!TYevA*m94&?V^Yj-V6X6uNY&asn|s@o3`x8r2Tfd-*n=U(09ku{OZ{|`G+-$J zb3c${zO_Tr0AYJ~;08b@ta{7FN>{#FsYx1;{+4^v02@rh0!E8}*~ex_hzp!a7=aK; z1LiRhvo2}CnJ_GqP`a>eG+&_#-oWR}=%2_Rf{mtL6RJRtHb_Yta1O$iHGnQ@K*Q3x zVai?y@->DD17t1#S>%5`0P~lBQ_=t-_d9X9m#L`Ay_JYYxley9J!yaqhL@b5=1eMY zIiFog1HRxc8(I!dsDsZi%o=XmVq-3KkP>{f0pSvLph+5Vo27Gu(0ZwZuQN;-AZw9n zQ3v+`umaS9A!&e62fJ`}K&Yq&A30GmbMVnqDh-ptM?dc{1)nIAf`2H4g8JYiJN?w) zqxR6R>j#PqCh4~&KH|0<@shyJpg*@$N{a;U2*CU$FbDnA;3F&fm^oGrc={W<;G^`n zoRS9Ez@8XHZ*nsD7SYxzEeDqHHLmMB>| zHds?HEpaBpf&sD?krpj+HUMkCme`eBX_-SDTj*y+ z(tr=U3x}446T0Ao450>HfQ^}TfxL`Q@!PLPxUx3TB@OtJrE`PSdg+5NFiaRAYmsTu z2R8yRe|=y|8X)|>-MK~}R8;+TCn{#v==ZBMOltHWbeMwQE0Thb6hgr?zfVU$)o*VP z{r;9tzyIqn{r*xU{pSC$2nozVKhNT-E%APdf1OzL4M4F@lCtA8TOxVjII*#GN z0NK?cdIJFScZdv01B5^HBJK~#Bve;ORtg$dNa=4Clr+HFks95;Re%3rZG3XYDfNkR ze}5c=!@YUw{xrEeAT~s~pqC z5~RE}r66?))JEbL{3bc`R&_ z&j4OwMe`tBe3dGIO(}85YQ(A1%w1zmSn_V|#l+4Xzyygaj@Mx-KC}-ptdJHWR4-{S zZVu=GZfM}KiWJ()u%QV{KEAzZIJyI9PzuYdcu<BVKL;?>}2 zQVkwULd&(^GuDFljH!MOjhmC6v;Eu$W++@+a7I-5J;52O0Cq5JI$p9dx4VP=5~17< zNF$6uTZA%-(oLXV70Qpyo^b6RO}sWC*DN2aEPQ*;yzoWU-4h&Oiqr0HYoPXF#j?Bz z)IJ0OGm9jAE!@Jo%232Ud}?d5wQJd(FHJ5EdU^s(S<+~h zn&p7so4{JG1LdGuFI5}Ewfb0j$WqpsBtB${iTy%U#wo?(Pef;)1b_iutlLC%CN`QB zRpJgqo_EQFpwFBfTE=1UV!SRi3^Sw{AZz_2x^f|b+D!oFexZS_HXH)Ah1HF! zyUT=CZ#G!z%6FtRf!gVBxd&?7U>cTmTKq?AMdqKfKG z!>qwGz{XtaASK|V>p@i=Xacpj#D`j&XqnbeUg}^o=+Etl)uIk|1YiZI14E#;PzO%SnRS7@j8E~~|Aug7ZJ-O( z{y$6S2C4PZ2Y+FhFhJHK)1nXN|F{T!U<%Y0eqU4_oKR8q+nuPGS)=a;GbA)jYVFOR=B>l{GWl^8&RP4o87gO)`}-wqV-G-8C)W4G}*Mo@+fmx z_J}lr+8?lVZE#z>9HPq@9t@DRsI)jl9|K_i3nW9Jw(y6d>h3ZL)fJMJg2ok6`dbAB zYFj%}BZ~6`YTx3{Mp|M=aw7t@ts`fMoxwnD>)=$h<_pxmZ{`rY(FJPT$mQj9oae06 z3{FRmQHVh8*W}&16oJ}!mB}+u`(Osb;U?D>CzqQO^=i~fb&y-3=+Jro<>BC5OZildSZd8-$KmEGO3;$_Qsf&L0x8t(_d{B3z! zb$4OZqw4NE5S+QqCgL7(<7ZoEghU{O1R?_#B7r$niAa?|uWZue?HqtbsstK*qDop3 zsS?gWg0fTzZ^UmbRRa6=JWiExG!GN1PK@;Td8tE=r=K70hO^qCQy^ zG}sT{ghOC4JRtkw{Xi)>=>I_2Sy&pdFn;)_R9{nW_SNbG77mRah&I%Af4@7nT#_if z55T*bp9G^n&|>uWGGOgWqVR?GV&XF$z(kkerkG_Ck@x!Wc3%85ACFFB%@~02-7O2`V0xW`>C9H^LBqX)h-J&;d+%WKh`pA!q9z zI)vwU0r+-n%;GXA?3)7_4jB~oV#sjLpzx9$qjDfoG^%_V6pqL-HvbF?e8?_~oK!oU z511i?Lb?|Ot|$BETBH;3S4O0)2R*^*pNAy>Rs z;&f?{=>uKVJvw&P)PVU!h4-|F3FhBUx~BUkh82}|4J+>~vE9hGAz-#n+QcwPHLUvO zJdXipHDC)UTI3z_7_eWZn(i!>!RmTt%}8@Gb@BW_aRl*EUk1~dkpk`le^CMV1e2J8 zk{x!kjsyH;)>{PNji`9n#BqI|nB)hs19>+`zu*58%Qy_$#%sU-M+_+j$XY!{eE|}a{1gCl-|uJk+aV@d z$o=MA1IdI{5Am&ZZ|f|BD$W43M?_XOaJx z0x*C1H^n3ix!;1zy-Y<_?yW>L%6ok;m*Fi^syu;k+)olT*wW?wHk334lN5O^uZ8At-&?G#?1O4 z^R@U35UQ*VlGoxdv~+BcST9|09>anGvKEmRU2rh~^VbFXYwM9G-ab9!8ET#u|4z~ zPN&~Uhv_#|B>n0$ML#vz(MmpMkyRU>{)R5tG5xK4!Hzb#UbcJ_XL9@6@_z<9ZbZS3 zpLEwwS}UG#iT;!ErD1u5jhS7d?7@y-L$I<(qzQJs$JG0~LSwcZ9&S{|dhxPgqjhe^JuccrjuK8lI<>AWQf4!_DLw^ik4bhn^`Y5x zhfpC=e2);e^EN2>-o;2)dRNZ!9HGSOBx+jMV2zZx2LpWWg^!GpZ@1#}?B0il65$(h z2*%i}gY>aiHg=6M(T3owx;wgDg0HFozOYb&kO6B~@YTE8i-~u1028DHZMIEd(_$Waj_uJGGsW%UoFZpDhCopqskY5wMUMz`Nv=JA-k-6Eb&*| z6z2nGh`&nrq-HSw>MYM;ZaDT}MjZxP4jCCuI#LIwMhB0>e=hR|3N`628M9RqPR8yF!w`A<^?!JaS6GPqPS$js;84y zy7HBxCW!P^+2*WZ7r3=eO^A)P# zw|u^ORe+7AUK6T7zNMKG#kJ{UiU!a{aczzdwOm-LhYVBpx|Fa0`g7asw8;N<0L)+h zO;KDz?xQF!nTo31TZw3t`}DWcqquA^yyW~>jA;!_U{e($TGLg|PZCjFji8&|LVhCz zb1lUG!#rqMv$;+e$uW zpH+*V{)X-rcluk)q-e}cCXARM8+P3=eFm@@rTC153=(XCH^ z%Pkz!2G2|AA9N;~x6sduaLj{%zf4l;!omq%&ea`QKMLW>+Cb;XA8qN} zFl8@&a3sTo0kW$;I2nL-!jX@{`3MzNN8X8wnKgQ-(lDvfM>|Zxks>L0ZXpy*)95<- zsg8Vm==a`q`d!*#`b`x{zbj^neySsHC7;%jPk%$_$fv)RFC5bb*UOgg?@VrATmH{* z%#A1<^ImuDq_yG+m*_6WmxkpLHfDB-vWH_nj$mbvNE43vq@`&O{mXD}SoIye=r`NA<@G;@gE=)y5=u8sGN z*K0!=D&W~-+zJoLoN!mNJ|UUsB)gmX=xhqf)R4&%mbtr?zHvYzcYRZyC5Jq3OQNZD zOWxp9_>{)eP$hgT4&gZxo_U2kx?F;5-Vfm2t}Iz%Lf*%KwJSXHOYOzP7dn6ma{DG; z!>JK?+J~4=Oj?LgeY?H5xxE9pDIz@cvG$_j;SQidiN92tLuqDg5&cFO;{V!68dbjV%%gIQ z%|ASo57}iUlxm9e0W*YWrh8H|7@qkKP)Kx3F>-*j8KMFNe5g3gLXNtiCuk*Ag@UHPtZAE%0(3qf(_o*I%TC;Pw&% zG*bwKcDp{3rqX=iI2JZ{F#=u*e;yZ=%}Wel4aqz`3duZ4s+-rfy1Z_D^=Nsx+1;v} zw;K6R3dB6WvNTxTsH_<)t%s0I=`U??X4`t?Eu(#WeXdH`JlQXab+t{vAu_}1No#0~s{N%Y&8SO1Z%Rl}5)$ zN^#w@Mo_8_v7Z~|!CG~w3&)_mFi>ua=UbU~y2C$hJ!j71H&3sh?hcoLH$O%8n2G3; z7P80~br)c*m?d=92qVAYdKEV2(pf2?qZc7uqO*96B$@JCES(!Pidm`!5`A&+)s3vxK|ZP+^Y*A?#?FcCPRfY(p&ICV<54*$Q(*=r%J+P zD8aWoOugHSq~867P){F9U?tQhVArS=bW$>ZrIOVknZM~UZGTxLZU0sXZD*@wF8Y~b zHj|RMEk4rPucjLg2GizcG`EKS+|KDNMsqg+=5I7}NanmV&vXz>=I5&`1FI+-R|e^C zeet>G_M(};e9oM?bMQa(dD(7)ZK7Vwm$I|^@Ls-jHtzhj?h>taRui882~2biot}jhXNa9STI1=BGRJ3&H-TUS76(6k&@}BY9lN8jM^yuEw{LH z8$2(eKh~LO-aHfQ^}TfxL5>vI}q>!j-jwF7Es*md*`Q z>*df~!!TihtVO0pA8Y_%{`$aF23RaMw&xmwP*L3laH3-7#o~i14U-!ECmp8XkBX$= zQ-x44%_Y^*PhBgvhknnd({Ikt&Ejv66E6vTrbzmA!QlNRFbDnAxN|G{v@44AH*|65 z>2KwWJGa60vgIFgCbzFG|7YC!Mih7cN_Xv~wc-hv=w$%dc$kZgnO&mnap$i?u(C&_ zi90{l(seu3@oO0#43M>`v^Ye40L)(<8{*D|KeQwFhh!3}D;9y>V)u!4e>BKV0mR?|6Nh6(D{t$Vq&arww(FyM6&EayyK639MfT;N8xi zEzx}Q7_dZO{X$N{7)hZTEUdOO2RHtau*@j#f=ZSz2Zg~j;}alMoM8g;V&>lNEmK_-aVZE z%eH#Wa{xS^YruxBykMETBAy8s3HY0c!L~U@<-l;!sPZvfkYjBA49ADuUWVIU^%Tfv zNKCOL@9k`QFMfp++58xx{b4!q>!1SvB_Bt=Cda58I5HYlK8`#!$JqQik`H-iI5JHe znpjOyjOND(M^nZ}j!`*qWHhRL9Qm#sWAo=oKIHatWN~S{{xb)T9JuPE z`MB!8bBxM?tD;dQxC-~sskNBTej;*sOOCPma}^(QpAX}n(4HwFo% zM$3(5a4u6BTZSo&8q37K{q)p=dU?1qG#&m0wyo&}jp$@kWbx7rzqPq;z>{|tFB}%n z;`M7}Df~0e;nM_|FgWKasa z*#TF1XfcG2SIeb(FjyNKs8recR)(}*g+eAG`Nte0nJLxRhh`?xvS8v2hfkd1zauCB zimPe9HbuHZoIllXtzQW~=RGa64?Wv<+1`l6Or-aki-6_yUWs9=>AlWcJyvRt43`_<$5_-j+9v5Pf*(*43(=jP`oTp1n})Z8PZimdHt~1 zc(f>sU#|3bt*taiAd5t$8vn+#u=T^y`bevj7A5c(XlxpV)FEd{@-6SG^$<%IU^G_h^siN)GdncL4U{QZ(;B%OnD%?!}n}TbmPdYqD$S~;rnRIRM$zR zdTFfOgd|2(Rmu%y!j~3H1(68yJqVa3f)p+^D$b285#(o!#h=Lj_DKL7+nISmHw>h>-*Qg`X@i+p5wZ*Y|K&`=#9ir+F%a1kLB5jTx(d3h zL#2AXG`TqF>0!y**zc9WO1a7tz@e9%Tz^Z>t(to+zM4fuCH|4<*=JzPCW&?7=Li`> zPyCG|gE2=!Phg{|*FyBfqF-gw6WiirtxXfEuMD&I(i2-le{OgAEP7%$0M=E>z$99g@2xLhj29Dw?%~l|soByMV#5ww zEjl6F#l;icCBimYp%0E>tk2h{34MT#COJ C8s!-a6|mDr}Rgm7hdL6&Zb?u(w+CU9GWoyS1`;O#2p(mi+koI9bZDIvalzUbX;TU*dUNzqJA~Qf&sD? zkrq+E8G!kVx<1K+5cD1RHh@e&RnV>EGYWe8TW)EWZ1B8<{sYcL^A`G9k#^~~?!uvE z;e;-DnjzGn3$QV>E|5)sO4_AOeywN&UD~Au_)rJ^|GCg#VgCOM0GPi%Fr{4*8eu1{ z5eOC4v`bD@%&gJ(Q)!sg=!-i{!F`IP;K7AZFioTD=%=P#Y7hO6OQ+un9j4zgMbhu| znWCSXcF9UUW|37Jp8kezM=$-Yd})_#aJ_8#&pU6+2h>Z+LHCK#`Scs3jlMJ4>V0J} zQH2oj`eXp7RQ1X_IJ9jH)+=zmCMxle;Z$4Q_)7*=5sx_8Ox96T?!uVO1Gtz;oxuaZ zMw1avEdF=J#Qj61W(o54Hz(mr!J6I}yXI|x|G*yPmBD85JM{SCD$7U=PQ1K4*mQid z2ZuIYwqZr&khzj!#Q<0f!m>K}8~~HNf%$A8Q(M4&I4F!a3Y*Ez=}TDq+ETqbeM$H< zL`H<_p}`9jlqPfZ3%6hw?iLWzs&0W3Y4e;1-KJ7je;#zZA7M8G!m?r!St+}rNXmYf zQg#6!i7RQhf}1+ylf97!awM#3Z>)6H+MDz@boM6wt>qqCl;}QNS6(LQ?asX5y_`Ia z1Ob}t&+%B>2g(bvhb!fw*6k@?cnAx)^5Q@Zuuj!AqGW5b)(;8vD$yf;rHvqc!Eel} z-$gGbmYj0|u!9$yK;j=NUItg zC(`CII4e}j>J82-{Rr!9a9&mwpYqhH6b>Wo#XIS(&xY9N@j0Ial3Ki?ahr z28SI6#oKF;tC3%*YkfJB@3`SDA~i$=N~J>H#lU5?V~XBZ7Cz?32&w++F2h!A1FXG0DkXAKLPNa1>QC+4I zRCl6!pdU4zEmBXB^{DZf~t@2B!_u?{MFeAdsc@Ddq$Cj9hpspEnGA&%0|Jr zbeMt{7D>UWSwKP6$G3{6*2hnOL+9hCzqK^Q$EPkSaU5;Hy#j#@XlnABG15 zWGyN!OPEIin7_|!s7ESp1izTuPML&i*nyRTOeyPBZ2DUT)g!fbqy(4esz>?{cQ(=z zJCYl5m)tsXhS(XbM`|6Miq?GfNVoaDSv9ywQ4YjzboEGW{$UDNyNasxr*>SEC-QlY#706XqyZ4PlfL$$F|r8+$|Z+voE z7ySXTJCMqJ-(j%z_&7wCttmIB!?SQ2H$g(ai`AH)NVx96NFbI2>r^%{?tJO&Ft!{0 zFIA6s_4o7qR{bI{iy0zq9;!(TXfOS39WxtGuNwo>kTENG6(yVX_apnN2$`QOocHdT zL&x0S>@&=vhgoK5#%(7vZp%Sjp@&f+6{3f8OhnX$rrDHf7O@zCDlYLVuZO;#UtOc}-{t)m2JCFM;gT zqocL8P|101AEdz^n}|w6A5|J{Kuu`gI9MCiHL9J&R~zj`qT62u`hMgF*CU=AA@_86 z6MX37UlWz@zKG8=Rq)+pcT*pknMC|5MWS^4>d%%s&^zk+hk6~RhlmIAcoHqG5)}r$ z=~Mq%Lxu1$90E(1C?{$F>xxKw=pGk|yV4-=yGKuffK&wwQ= zK5qgdD?ZyH3yW*WcwX!d5WmwQSYKz;8hJ8AK z2Bn0tiU*~cAwpN-cx8Jrv7!T*@TfEUh8(kZC|`AI2WG#k#f^zoMY0Ct4%)Zk=lNRF z@C?x>=j1@3LshadhCt_fpl`}CDhIMgqf)DqEnu!A#bNXt!P$FqjLyF<86ULE!p7Y^ zMZBo>nq#~ec~N;QexC56`V7JACvxD`ffujJ$BWnG7?lGrMx)BhiyLx`&Yu_gpxeuf zv!gogk8|MHfhT{Mk0*bTV^j`28I4Ni$@!~bqnL^{|A|QPUvrGjpCkE@XNDs?Tb*{% zAKSVD*b=~F3KzP;Kb2O&dygEWa^T2lRQWh^X^ye^b0i;fdpWYW>a?%Ufg=Y!w=y4B zy)MV79JnePRf4NBRi`cG7@I#=@gWz=Rr!D!s?(-#W))qXb{}nZ+Qi0Tt48gUurot1 z?L-H1qDHM|60HqD1GcnzGKj=!KpDnC2k!Gb3Z@pOT=ZkJclS{sw(^3*v#gXdLKaoP)a?; z?_H^(#8_#(5e!1rPCRgG)dPj{oJz$v*Ov)>{)-Hap0pV@#BJB7*jXgI&+wlJm~C@! zVnBjgrFK~(cZdbEjsx}}=2W(p- zf32yUTdqQh>KLotT7rIB26~L7_5t{G;N+ynqImZved2~g5e%j)7f+5aM7rhbLDfV{tvmEzp#PqOFZZM4Ka zvh4tHtSS;EwXjk6TeR22UHLqbY5QXb@~wG&$YGCV90o<{b#Z<%Ly7^iR((+)oRs2x zDFAc7IM4iMhf^8_EXA&l^ z32((fWG}^e6!;a%I-E*={!=bT^KsThENnk z92<-~5{d#FO}!SPC@#Pb(iO#pmT?$n@1-ctV@NSTc2yJ?1F%jiify@~kO`|Q3M*ZW ziX#0jR*p}R461CbFiu)X?`3CoxIf{}9$F$s!XX@P>u4FC_Dq+1;#b=sdMU<|Gs}7_ z#?F=_ysKCu3k`S&!yI2FBs3s4X4Zh2i&y;=p~`A6S-k2|OUDMqNVG5pHBnA5mpbfn$d_K4~iT6RAS7l4UDG(1CARyVkdr`C)m ze1dBkVGQd7Y|QKvWKTPCH-eR20!`YHdo5iX?6#Lja2Laa0kRgAmKDMS0LH3RV9k@tNLJ2Jdz{Z6MHnu?t?SWuZlu%&l+Av`+CA1sEg8{Ou5?TVl zI-rE28fG#HRV8Glpiv2>zjZ=3C6rZu2(R0E_tHa~IMdi$4{hXiWZvj5rCM1^sHM{x zsSLgmHfB~!xr#T}um@Q~8HzWbV;PA-m&jVmwT{df!-@g07O@sj>3jetDXDD5o7H3H z^y1CJXWE1NOoX)RCW;ej9k#+QQwgfu3cK8on$G$5{;f!Iew30kV~%N+p6Od*Rw@b# z7nEcAdX;Ya3m-Rhm~z(^Nx5$nLb-%LmejU14R<{XS0d0 zg^T7tvQcpEU(LqaV98_?>8w=$Uy&5t0tPSH$ec>mPc+pW(^k>cZgi%uTdaq9sa+w0?>f<0vL@lUgiB!dET_3=+; zSTO+BBG%&L_X99Vf3@Go54f2jq*Z-U{k3{HW<{j?OKToNuG#%xR9& zeS9kw1%(Up@jtB6P4DAh*I}$nysy@Dx9Om)yzn+b-8#+wbn~Nmu zcV-h|3m45NvQhA<4pZ>4A}RR0SwKP6$G3{6*2hnOL+9hCzvWR!#s=KW#XroM{Jt*! zKkLYBM0I5L`I~uZ;o^5E7BqVTVB>-Y8#6CxvR~*p48h8)7|n%_msz?tOxSA+=A{e| z2FR{Um{$WZX$h0l=S{uPu@|?UG6~hQR4WCIXQ}CL6;wyY+L4+Sek)9rKR&qvlf9^^ z;ibGfposG1_j^swvk+F`PA$A7q$XExbqBUO~nTeT0>_%5d#zrnLr(+LirDkwC za*RUMk?G1Cm?7#HUH-euLyzcZ7MF`J13Ww{+Q-oyxla zn7^6NzCp4-xA!*?oW;)DCO}ylUP_-!$!y@TXZbkxFOyccXZa)AUh_@%Rn#A?Wojlwy+EKw!uI%fqK`Fg_3LMNlsUe>1E%Tkix zwSFbu)qp!!+7@%dyXr&09^TdKcbq$C4i>L&WnU`~#n~2vV}>D82*QE_sO87+7L&N4 zwI#^?hw((^p`~3IK_mwiLAI58WnIAXo7I^+3V`8-wdK*#-mVs8`4t%+MkIj)D-VpN zh3hH}HYcFd$)G$uTpnx!P{=A5=Za%5w0b@qqn3L4Eco!d?A=wG2n_SY93Gq`#X7M? z@f+KSCF=b&EX)$BYv2X_{U@ng3Ug1Q0MEAoG z-2!k5EC7t4Vs_K$cMAMHGl$=U-1(c1-4!vBbR-ZH{Z4^@bmkDF);P4yGlTWIe9jzD zl<*%cHjjtOOJ`0;Hb|JUahR-|vzIVqsLeZV#^U<2WL*^hNQ~I+#Zprkv2P$?7bEr* zt^C?53EQ1L9oVZyu~@8A3kGSR2DNAPp|qtc*e+H9Pz@W4u$I_)Xbq`=Dz#4(i+7PS z=TXLPE*3yeo#$Gm_9>i(RHas2hL7YxRH=Q44UEU5=nhh`-L#J5Z*3M6lqw|ai>eve zrN3Xx4yx|U64t!n|I8zHAwYyGVS=qQijGN;eT%?@!u$q2C{NLjcbW-2WYF(swf>;9 zkVG{4B`7Jr?e#;>&QBY(RwDcMs#3iiG|DVRG9DTA1}9d*a*v;t5DlGh8po~MI z?G-qUY%1&}Y+woPKOZSbamarn=z3kd&=rj;b4m3cSb=3{HaaiIcL@T9+J%4;Ba4g1 z_2HLcoQ4y>L>fDp-W4flGI?J5?LcRY81!3?QHYba`}1m9u?K`+WFgLTj){m$;WS@9 z-D1uGSX2t9)iqRi*;Xl>DY*=l!tps?Dg5)uY^+i^`}RDp6n-MFhtiy=R?DMMsQ{{X zH_LU{gn|+Uyj(bF$YyD2&@9#0l$(8!IH!@U9^ShAu{c(d-Qm@+id_8W>Gjjy;S%^d zwdL?|qcYaJrqnDqT6<62%F-sHD8FG*3kEIM9ptnX2MFP-;{L`#8ERM6y)z z-qre=d`xJ4lF;LONd&dZ`55VO50-Mi7d|ppRlgOVXL+liK8V%x zc4At=vkwAPnP)cvU~y}*#I)SV>>7KVpzG)E=yEAB{RDt_^A0U_Odnyu5@og*FkBk3 zpfq#)&R-#znDcj_n%mK&3nrfF04BDObf6I*+J_icNDINu&h5p`_5i-!TtZ8YKcdJH zZDrWd6e2&My=Yk40W>I;##KBh&0JW(@Pd{h3~_XOF>z!EFyT>%yg$e69V!*B?!fG& zORudRRFxU#qu12ZBU~uhPlOfL3y{4K}RfGF=ek~l10 zM{)!56#g04k=)(lTkDERN=_^HY;Q!^Eq@5E3T7`R`Qnwlm?T^mjaF@ev}y}*$)GH- zGQC06&Yd}gXf~ITl-RDlNCrSR zTMVl$+r@StQ3!&^?WwEyIUGd;KA~_+Sgz3&mxk-WNsN7@%&nin*POT1MDq~=*V{7%H zQnlyw%9<+v5|@vJy%;PuiDDj%z>On(bhw6RC0J<^?kV8CBq&;04Uo|*<)JP(K&h51 zYeoiYb$sNU38?whSWa29gZ&Z~|7-hMJgVTBK)uT1A6-3AUQ?-_KhANuzAJ$L4h;4U z4ru+qdNunIe^@ZP$VY@90kUTz>*^%+elPd!bTI-3JJ|Q9y^dXX7$(nS6Rkka0|R5IF4mVF+kQj z9MqX7M~trrVD8uanFH=nkWv`l9k>f16IKnywbGSu(r5}&roZK0kkSUzu*%WmKUzL9 zhmUQfALvZN#3^Vm1Cjj(+TM{zI6PV_HCdg8Q@~S+3rz;4>Y7opPDz%V%(}6B2@K05 zlrAhA%~z;`xAXZj`X^KYHkx`(r~)~Hi(x}l=2q@xg&#q79zSba&A(TV-H!SIsv zw>Xo^Th33HjzxlQ9>NOy5leAX;>?!ZM-^8ZL3d?o5H5zxUa&@~434m(Eo?sn*D=yQ zMr#WrsT#;h3XvAlLNNZIyUb`gJE10iz%b4avJ+|o8*`}%hDNiR_zl7(YJ$B$)x_^C zog0MNOHKTWVZs1ei%g4}_&)$vfSTZFv8ah%xSAkTRKq)+sF=AH+qVBtp<%KX+xGZK zYm+e3GQo?2i=aQZlR^sx_W)r26x7#Z6YiakeroJyd+2vaI{gmqF#TRqB>j$KGp!o-^fz?3?$h5o1U=XsmW)^;TQ^>||9_nIuea^*Y;EPW?&731I|&=!U~*%y z;n-+W!UCLX|CeQv1Kh(y_tHdTIYl7#0kWwTQH6{|^AL_G|yBW|2%kRTo&v zXLRz@-*T(1Y=h?|^yAJ%^A`G9QCs;=cj3^oa6%W{#t>@I1=yHb7s$*06o39F2v^ny zy2LFHTRJyLt(QJ{kYU0AS&K}IKKMBR^VbKa#4W-f+@1ULgo>&^??lDS8hy^Q3JsGQ zeI7p2L4W?)A}P2f4BnrDY5u&9eyTs;9{TN_PQQISOuxOLzrxmI2h0@xRDa$|KCM5W z{)Wz2A2pMO*SpDJj$Ml zcoM2DR3iP+kaa(*_IClm31y0ej%*pb|b+y&N=GsMndCSvR0RJ7*HM11YcA$Ft7L~J9M zm(y{Uvr;oS9XUoJ;-mM^yLTz#qw(sKXMFTdc}F4Qqv`!JdSsIWLn1z!UKm&Jcv<43 zc^;b#@zH-maeaJK`1mt^WAV}KTYKW8RcuUc!6JlvSjg*iDLe{-$RKSAzf~SJ^6+73 zJeD`gsj5cK;-;?qHW)lzWQQ-u-`IWUd9LfJMs1=#Sf1t}zWkXvb1;a>~F@35x3+2=j*d2x6Pw2xd7 z-V1+(-^Gvn@Z)><@jtEK?#FN6$B!T2#}D!24t()V;g8_^s*#;ng%7|N$f)vVoYXb= z@gTN@KW3jlVV@7N&xhIPPub@q?DJ9h{rx!p{RDp827oROpM&qTu`;J{sXX@yjKR@JJv!yo*iY{=kfla1n3cmjAOo z`~zL=$p6`y|MNor&u;vmJ@`KX`~wr%6aSeL?gjsZd&9?iIQu_&I_!q80A~sRXDR%% zD(vBZEMtGP1OsNb4rjg}j7*Ao7CCcz4GrDl!L(&+TOQg!QW~p_Hfz;NsjA$A)jdGY z#P<6KjD!tsPyB{gd0NpuF8+2Ti6~-R8SI?|JhfukNNudVtd4OT^<`^o^|P0;2}GYm zwZX=+(s+gc*(=Ygx87(*AtInh65$~GzG}48Xp|dp9ls7qA;;^GTc+B?EB8lBsA*kn z;R~v)FA;nllAM+gzFL7HQ*X87rngyJw~QfZv@)=4e6l%Gs~+5Y;DO5;m1enTyfk=r zX-&BiAyUTNvOdTxQEB$|^^Q+2M*t9|0C<69K|0=HntHB|f`IjtDEA45Jpvj~IiswB z3=sQ44aU@_K$m)@+?bB@9FDwK*BfQT@XdyvyTfKmvHP4+d*)kdwpG#ILs*7Ob5CPr&x1AP#D02wx-L*~Bt78(3BSgSUgrD}7< z0lfz-4bJOpF&Il6yW*(QXrnCU-6Af#A2Er^GWZbAzIkLA#jBQliZ-N?5GrYw&#Txr?~wyth3wm#PhY$YtI8C&K@IkuAR1Y38u7hAV=09#wiPDYHV z?t}zx7C#n0!W{(hGr`Lv?ZwMa7+#!HSo|i(s2oyQM59tuSZo5$8$}xXh2ZO%93%5j zV8I8hZpzraXm{1Mquy(c5t3xIMd}OjqnzQA%>;Y*T`2SA17^sclI}wlojv6+ zC3}kG@Hb!uj;l++x!~7O~ts0IHeT?xG}H8Ip-t)x$R^`IBIS5g;U5w z@;+M$e`syNf;6d_Nse79Z(~BJ9?Lw!RZ)-Fn!wG^u_%vw07*##$XjxDFjO9_jg8k} zn-CJqD%%7_0w%WXGBPE)nP-p_+fGsoc^f~2r82{EjD)e%eyj$04JSrRb;>r%(SQ#i zLhP&BMC|ZmElG)TB_)ufCX)H`(U=^mF)`M6{`fgdF)_@VvC{fr_1Tb+r-Z+)my#l# zKQ5ktM)7>t{=w>DNX2~MK^#^y0$B;;7gje*6YIOqIP3iG=Hm5z=U2k@LACWq{E+k; zzQ|qy$Sj*vyo_7FpCXda$r*5V;2QF3AX@H>Pv|L4Ev!zA4V3HCtELu=mIlhB@MU4O zwzggxpS~oq^4V@-?4<~9i84MVxJA{g3m{ih9S)dfvmgCN7<@zf89d67lNhqf;KMpL z6D+?zI5lR&@yhxxkrIsX`dO=oN^91X>oU)a7tg7zS9r2hoyu(V-I-^jtvN#{Xri*w zz|p`(LAeAW^~>Q5X=HhSM1+1;OC^|q;v^&-k~;f`~aMb?gwUG(8I9=qrx3J6Moo$;-ff9&l{zNy7?+XG;? z)m6fo7e;5tj5vEM`fo|B#eO^Y?1I>rV#>{q-7Ff+sMX%uLe zz?|w=Ji*-4*r(87iTM}EStpeyMk~P?EvAdN2-qDKC}fN|cpJT4DCZi@1Aa$spjoO^ z@ySV0#cS)ZSpav05Oi~Gtp~5n1mmST6fuUahjM+a(FNCspcM*usa=B)1OCm#_z;Lh z1OiT%IS70eD>cJntX>>HM>S$jSgRwqqfsLLOU*5 zI`;B*a7MAWa|fz-M=Bb$^~_R|XdoNS3i49+G^lS?16^m^6xh#wSKv_VuE1GK=)Qo4 z$%MwU> zxwEcZ(R7;H&L-ZXQ(UC-9-Zp-otUaxPTe-of(*w}gA!=#{buU!(N(O&{pQ3ayLk6< z1HDQZ{uGI~Kl})niP>T!@g}j?kGj*kJIsGI@}XpR(!y++aaEq}2s~tmmU!gN4=wT3 zdusn9%{Rk)6E`5Q$CnYzl=XV)R06B-oDOfmcmD)4Oq`^P?Sf^T2OlJO0OgkbB%S3r zmV9fx(cZEt?7$;oNwz-)?3wxsmHEGu0V!;%?jUX*s~O%MRW1wpsS5?a$-F}Ma>V{2 zjytvus!FlVsUVed5GUu~2=-t+1?0G&-<%v*4k_lJf~!ThE+FE!!h zW?-UOp4Jy#9r+A%f980_hr$0jLn#%LE`w@8@N@FW23ndAFB%0wYd0&)#dI0RJGD8m~}wr$wLA)qQuWqnZR2I$@4eK5aF4go&M z9fH5&H|7wqZ_j6kAQ|)(s|wX2*kTi*M%eOUo8-I10BnUXxLqmmaR@d~b|*OmD~yca zE{7nA9T5(YvfrV>Z0ryOFiVR=u!5_ig#;H)4#AFW`=Smt6u}>8#pf%IfaxJZ|NY1y zsID+Lgf?BFa{vzK)7_i&)JX^6Wu#~CISL2hPy}3%18^L|@^b)ADrlZF-~gOZ(9kUo zz!97ckAa?yYR1Oe!T~_C8*QBpgw6qohV?H50l5Y!8~`e6l;I5~+BR(A08o{svOcJ9 z1N83jESO&=2LK=B4#3;+8*>2Ix970~AcC4>4WZio4hdEh{`;lDDTt;T@WZbtx;~tMxvFS=1q3t!K zODgpRnex~0$^AF!sgtJsPSUgY9EBcCRlEpNHq8x6puC`$d+f6l+%Ilzu4bZ#8r(u4XY&Sm0ZTB|w;TyBv?A!C$ zb|>>g#QH(C;rk%YWE-A*mFWBZ@cGW!@)sw&lWh5MMz;5`sEdeud!`k z4s*2F_T#u33J4~gZ2Os~kCdAbYsap+N(uS!=4%wqoV=IZ1^4IqJ0%|QycfS(ug04w zzCt;@Fa7P=M1SxY?=cym(n}BDR}$1v?NyKuvWgSo6{M$5`XHy0p1tQNe2|k7a0VZQ zC)|%!h3bNo5lSW(L{rWnENE^%9!NC3><-A9f(C7IKwit4ZV-AhDmt4P77hp!*=TER zAao8$G^`T|0&)#dI3QH8D0>@R1lzEM147lN%IIJ~4A8s7buhn74hTNT9gr*W8*@O| zx970~@?Dz|9j@2LAj?mbB|%Q<*)3)JSsE-cWqXBCuiEH}1Is-J9J&-vq}TO9F`LGU zRdBTq63C825FTWn<#}PD8BAYoXvKcV_Z)H5YhKrL#D4q{$SE7Wpd8OP&W?T`9Dxxw z&YoOxN`1nXU-n>;Ul!8THY9RHL7OW{#?Ze z-CnNRig@5LCX$@BS^Ql52xl+xGr`xJbKuK?$JXcLv471mDhD2mMy2xDd|cX4tnr@+ z#y*l`Z2la^humHc+nO%wVoYdQEPgP4Bx14F&jexD}UCS?0<8N%7MqC zQK>xEB{pFw=Hv!~y-gRoyRZJ-#)sctZrc)7QoIQjVPKA2-v4jdMZD#2lRCPA?_pZ!EI_K6&0^XD)=X3W~YSXkJL3G$G%3x@a(c1hsU_IN_8hvflYw>0utAD{NVcd-j$}Z4+AHJo8 zzSs^lqN_Ahhvvgl_u}cq1sv&2f*(tLo@_pYCzL%`$jkV!XBhPDsc& zD>Fiz3pSa?v>=#-JAOqbLJyw}hl2l~y>9`NtEduANJ5ec0YUAS3C<%41j0y= z0D|%u5Q3sSW_o6NGJVt2J#_aZ88C>uJ`!zRl>uMt`das2U-)1V6eO(_ulCQFdy9M?tAa4s`IW>r%oAT)H-*Bk0M~U)F%!V zNT5uwA9$a+e&9s=l>-C#r=2MPXA#ukXxXR$7ak4}Fo?DKt}cAOW$ku2zLuRS5Wv|5 z2#JB9=NO1~>4^iHKtJwA$JvOB!~X?h@0Dt=lFP(l1PLzF1#=S$rj{ES>1Zg-TBQ2Rd^sZLkMx}cK+xs60M#zl;+XoAs&4rP=m)w{~Xk~AoDfXc44 zsV$DCQh3<16eErS$4yW`qzy+TuY%hVU3L*E#1Q>}L%nIP_ z9n=WmlY;BWj`0QGv{5URwoWwQ>yAQgtn0YqPKe7MryUK(peV=ma5n^fa%OeG$E_6M z01NPsOIwST?S=BRHt_&Qd2Eaw4h*jF4D3yUu8e{^3u~ZNINt}l6y>g=AKW!sEsl>v ziR5AhLd11A;0l@%Zn|h19qZAFQgJ)@=D~4z_%OKS&>OAicpMQ7nS0GR_+q61N2{|V zi0Z{ge0tDu)V%6=LmR`m+&Ih+H4=~TLph-SZgFx7dIt|pmMUy77W4$X{(7Ug4rif3 zci_MyJaZgQQVYhXEAXLO>0+m(mBweHV~hB-L5$6EoO0K58o@N2XC4gKM@v&PeNkWg zqK1ciKqTvRggH`eOt7hhp=~@f2@Ylpw$=(`h}yn@u}oC^bX2Q-3THGmrfcH7CY+t9 z27v78-ts{p3#)_i__`u$aT1^zSWv#}if5wq| zeh|zR=giMZmB7w+rc7{SJ3VP|A6F;Paj8%ey>C~gP^3gm3lOW#E!!{F|6JDigM3@&?Bsdf#UdZi~XQY zcXtBq4?i(X7R9WWl&mzEJ4()0$%+G=AmnPP7N`mK7`pED9}*d3X};;myQE>K&0Lu8 zkmWo;)r3K0b#1-`?UR%0`p}~Z&!DFH=MPe#*K}f_zhTn_@G_n_z7ScJc2O>;3EuJT zP4Jq&hhXnS{&+gf3ZsL$+ByXLx_r4x9)i6c0Q>E@cBIsZLmyhM&Hm*OZ0ph7gw0=_ zFVzdcb-V(N%um_aCY$GZRyAS&JOLBry=Cr^C(bcQ@VmaSpW*Oof~yR0)aCd00A}`b z7Kf+?pTL~9{NDV_A=uqqK<{*Lb7EyUS{S-6&Pj+;4R>kYOY1|hKkH~X(>gJZD4N1P zJ`cfm(JUt~WwS+n>l)~>dVVxfe~;BcsJi!oy{~(pW#JiJ_dc!;!Tyy)jV1JF_Cv6L z?`STQ*2Hl{TGM<8w%1709fG}hX|7>SIhj{SXE+4gYiRi#f_+3MhN`b$y2hE4;kd9( zC9ruA4!s`;&YrH-V1y>jO<30gY03>U z;AiDKU|ERwECkF7@ye}dsA{y6e&fM}47(D_u=2JSuy4Rh=a%} zFe$m~R)xFv3%cq01>Ur>mUe1;^WcH0nSs$Vq__+WBXVVQ;j6IIS~(v+`~rei!`_BE z>|b;=Z5eQPct146PjFu{HPg%bVmWzR1g^h=d%&3r`y9iA1+p%E8H0ATXe z_~s(slcwQVc}VA~%7JcU-$L-dZT;Y@nxecmJ%cu%i)z6}K|gYNNiwa{R?W((vrK|<&#L}qc3-m5~>VuwynxmD5{JR&#uc3$I+;|%yg{P5&lEY zq|6S5_WTy|9Lnq|04yJ6CQ#$hX3yi=Or@l*&76d^YO~gFec^E;n?#qohMh^5{;Bi2 z^p>b(YtVhM$Y;G0w!&Y{6zgVX(_Ihf8Ky5o8X0vW97NFzQK%Nj z3XQ_R@C}WbDKHm(5hd&jaspdW737lW9qOfoj-FV|f~q4IgTseiYuDc!XIQZSHX_!c zA{ziqQIQK-N7A@^2We=HN&%TXzbm<}B;=iUB}J+ic@I*o9tf75q)nZq3*d3u@N2SB z)7yQ2WuD}GBPC}B_njfeVebqyoPRaNq?3fq-su*y^&6(3Q|q_3?;R!Ufevk=*<3t4 z3@Un9ax%kLvWEO8{JGVrA_S%7tgDxIjZ7B%B5w&1qe(yed2W;lZ;rOacX1XH ztrzIqS%`sl8QTb26pG;n&ytJ(!+Z%Y=O7O-EL)5%-fY|0wjWOUErL}otRbB8dq>k2 zBdA(eZ+-k5h6f8|qwF}$>z@IbVqP=oUDADoLf}s7mmUBdEgdCd9C)*B{i1q% zfLLiGH6t3HgHToVvH%{ZM)_Pv!YL`m@SU%c?Ax4nQ}+D;3KHON9%h|)$z8vF6OGAo zG>uyT;3W^3MKwGe9%5(DF>)Vj)=@;;xM-6}*{|`Iv&_oAItn{&M+&3caB1%B=yS9) zn;`?;MOFQ$)ce!*!q%cg+b@ZFLRnV+OlWXRPCS~>_^)R);2x!E-iG(hoD|uK&6&|i zRe`g`IaUSlcZ}A{9<-$j!W$6z;UMmnkg{tZzb3oO7`qBSBiv#K;dgSW=o`yaV#}C+ z!??u<6PYD;8f6g{iIlMHSZP$mWiJ-@aJj2PavL8=LY$WPS3-wx=EP13slAWU!7>lT zn^uw4m(^1RT_3>~RG-Zfbp5%bCl)4B9XH>g>q87H7Qkkcy+7DmFub$j&IMqam$Gk@ zP^V%x{4D@e{I<>nU5ng&6Y}aoS1jM{KI}^q%G~ zh4yk=XgnN%DFn?j&1aYqLTU2E4P?~gu1+d4*G%`_Tfbql->u&|HKh`ztl?~Dj;;1- z{%mR11{tijef(`(Z99mJR{LMP^t}l*ZW! zi754LxT1=AbD}yDam;yLCoC4!YBN6i28o(IQIVc5Ui=52v6stH1IKD7)apH5td>#K zkXYB1HC&;itP~Oq2Wl`uNg+O8X7#wB4i${F3oA|W`n>E(?2@hWk4V*F)p!9i0(Hzb z3}qsS0XN(yp3HDgB9`!Eu3{?Q;>qAmo4pBh@njmO!-@s4 zS$EkznHvF^V)#1a$xLuhhLBhHWW30Gq_TW`1EgI*4K$%d>^{vKb?Pn_uTb0d=4{0E zc580Qle<shh#ASx>1(i(xje)qjf8(UB(Z6Z^hRMHa{nj6zpyq}0xD!uVYma@w zUx18COjrk5d(7Eu#zp62d77N8C$V_0rZYu7U*IkMS-r95e@4d)npeuBN}%X&&?0@) ztezyE*9AGiC2(8LhKl#a`nDOG+13|4XFNE!P_Co%0(CCS<-k@16v>6YN>>T;exW>m zR4+=DlAN5zGX|j6XHeV;#rNw_H&f4#0|2G16yesKM1?WUMTp_=s7$41-wdGRV zBa96!jt|~!+woE7`0kw%e@3vXw_{k!pTFGRw8bG&Jsodj_&*E}7RW{|;aJLF2Ax-2 zoeajXvb4F}?|===T*z?0 zaH<$cGY0WY2Et>z^s-A?<>LTSX0_vI$sIz;tMcVBxncSR2-s)Cv|eE2D934`@dBhi zqke%pquo0A0Xeh3ljMy@Z0-Z&K?q^>|w>9np`%yorU zS0VnDu<1V#d}TgvRO*O#A>b@J;~SA;5R?CBPJPh-(2uzm;P*cS5d6 z+a)}jD~AiUD@xl3)@@w7v2X4AQ`T=7mU&&8VGDnOBN7HfTV^8nxFeQ)LqHx-+i;iUT+fKH{h zW#;}vNyJI&4+8PEx*N?^g2e0Btv$JK?Z(qKoH{(z75gC?jbnyTpN=2aiN4}M$q*{h z<;#@lEAe^1HErX(KqI=+oRjFvb3!Faq924^%bDocaiT8+&~r?5A3Yd;4K>Nv;UbX0 zrVq@R$yx-0U#Y4A=K7|l7EkHx3x;&j8)z+bks3J*^0BZo#yPBVaucK&q_h{MvzKY3 z*+O_OyCwKQJfY|-c;bBi#D)A1CVqzhi-N|py}p6N-3<3G_;CyU`5-*W(ls5Ulsse` zrFgM%NqFo6^qbi(uZ#aUg z>nG^ejN+%C#-AR7PrJj1+4T{)?g@X!u0LnjU$E<=coki~5rjlh&nyeE0Oe~m*XR;> zOsN4A7YGX}n^VE1LfTvmyRU0-#OmzT!v0RYhLeJ|M@>ZYQ0v6-Cr(^^iRz+CaRT_`qr)Mua_Fd-YG~xhV0oY51U4jbG@hw7!RLv_Fgl>LjJ3QjoV3@BJ1!DBXjN%ShU z-Pa*+QNj$yqq{}x$owDz%4aX|o%qIoY4-{r!7cnfxcS#(gI2_aw`wPTjPXcZmg`~i(K2PkL0$A5U?3!n`rXI=;oaL#-; zfQLT&%F7)odgUQ6qE}i>QYv=F3(3j=pHI=NX9HzH;}Dlk%>|ygSBB=o+p%sICJHz3 z%A|Mh#e1sxoX0?7_VM78@}|7mHBbhNC|uX?129Uf9sWkK!|JSd2Tct%rbKO=pl-=zv$u zh9Acl9!75E{^iS1BH1KCkv`7Tb;1U~-FL#fieiy`Gy*`B8_g$U6ik+N0qfK#K~<~x z{68wHEuSWO>Q|&!)P=F=DWhc&<1fVHuOVQrefao)L0U>R)0563MP>ryR;wnQMQOav zOa<=Z!h@jy%w1fBpP0MIKIQ5zhB2DZ`{}gH7+WL{zv~p2-_@uNaXuZY74hU#a9`Qp z%kDK1k9LQ;JzZ^kDSCzbM)t=DKOcp}viM&Xe$HZd4^KANd~~1n!`+U28p3kVo%u=M z(zMoolIR{&o`ebcCTbLBj|{jD*C765ALp$$jd~UUk?|AfluNavrwws~=|3x)Z7u?P zTpF8go}3D;G@(Q&*S|$$V?#wO%X4l>!!r@-%v3%bKD98FcDWVivzb<-BuuWt3>;0X zh;%wkZg-+K_bJg@JD6T&xhYEeKaQ)pH!dP51>Ud~w4dVyjUwqsX41;V*AWEFTu~_(IH|H$wAbBErwbfKCAG;= zb1x)lya)%XPRE@cCvtUzKk_prXj}*F`FXz75U5kYa5n&xv%q$1E~CoUYc9`mg2px2 zBs0oG>5fe18cN#>xzJ8E64eA2qweaP zoGei@sOyC6k@Y)~oNTJ}N&Lj7O6*gvQ>EC!c}z@`*0pf^^z!`DSx(N7R>BNPf1XZ` zj870v_YI^>EOL~&=3rj*)ns$chaaEwq9kSF`N*74i415CA4Js0UDy|=ME#z!F-whL zVm4&JLaZz-iZj2kV)zHdH=7Op89ud`4H*SBnh2%P8HqWNLVa#)zf2_2YYw!|J$*@@ z8KO;pHn`t6pPbM~7aA5H?5($4MzIjZC!c8Ah%>`Ng3Y}*={cJ8qb+OXqN<$q9D#t@ zq(=(E<8sn-5)L%oq-TRa@-t0()`iMUjn4d{iP4m0xevi0)ntN|$xI2&Z8tta_~f6G=!&J&LfY=| zlZfq4!Nsgc64d#ii#p+L*o8=aCDxQznUSLUOXf$&Fz-$?%=9^21}4;osmBxg{Pal_ zGwKe%r!ht1SlGz5e6ZaIS?*H;3_<62{m~iz654kvgdfIS@+|=G=T#+G?*16q*BG!Q zo-}eroLs#zUg;OTdXCns1>hdgez9Lj&z_p1 zXO~-h)?6tLH6N-^7HW-ar{QGu`fQXFe-aee6CnnMMvFsfblqEuVLD*pTVO0v|6~?P zYb~31$aI}6i^OQt_V+-c8Mn54{5i=@T?|A6*Qsg!4?8`+? zBz{f=Cl#a3ndPT$?Nw4^pvxzC$oQeW*c_cZ-g7c zDRE)9$A$CFSsWS7Z=NEM5r?Y77bCN9Uzfw&frXxT-!qIduKhwLS2uv~{wuE11BqyMn?sSB(|6ZY|c}tGrnlx?Voo6~Moz z2Um^P3Zv`R$DnHU==tEPMqye&tkrk1=Pht$Yc+VAy#{R|r08?9UEB+HedLPn(q!au zH#*KnoVM=*V%JA}WVpE)Hv6$dWq5u1{dorC>|k?IxiC^J!-xGV)g86M6ddxd?-pAL zoWmorlFJrZxJ*}R#b?8L-@(9Sp)oNq%z0}Vi&){AC3sNx1RRl4DfW(3$7a;?zSS3i zb(B}wY2PprQ(uW`FMNkZtWj#ZZ+A#uc!?$(2deGwl0}BtG;n`D3<~~J4)8vN63X^s zL^+FbVZU*H19RNwQ`*2B?UvW54^~HwSf@H}2^%;3PMf%|6C;1J9J!eRh?aGY+TvTc zW%(2>dw_-i=X5U!HCNQ4djz=?@t(->y&ITJ2|9*vCapFya_CNY_LY7S&zfU%& z5a=MQ-`w6bDrAl??$P7(CAJsssipv>9?qMUbE~E~T-i+EG1`-Mz#)eDm(;okajyGM zGIFo^*DBnUrfJ+*eR3^heuPkZC3I7IvXl{1XgldM%b^~^hk7t+35J?OzW2gpCBB7Q zus9zX;|ZkY%wv?v4o^kEEZISh7FE2K;oa=2OhtvsV@0f)*YH$?B_veK>6RN4ne9-a zk#U}$(>T?+Ca>+V4EEAM@!fK1wA6r|tc!80E31K+*!ikbgF|QPjvP&W0PHC96Vl*$%mIk7Q3Zqh#628o!8c9ZL|9s)KS(pNbk~_!L%C zuIW>CrL#ULY76x4@O&6wb7`RgRVqfN8^u}k8We2%#0UAZ{uF*<%lhn79&6dm>>>f; z0NvcKWwZ9;H~}SukD1q(DWZ-Oxir6aeVOKWf#S2`~yBlkD+(7JJ!q?q}{BZSg#Cmo=SXrZ)A z7n;oc5qzj`B`tN*%>NTtK`n7B*KMW+0C7=^=>KZz@r1ISptO!;!0u}59hrs~=~Ld{;%B$e}= zjCa5XcOq%2lg4{9X*u&4rSU!k0k>hi7mb&zg@$!{{#*ppmfaSB2nC;))9A98>}Y`P zPs%ULsn-r`eH`bzi=ic}mT=iDX|0jYR>R~1VY1euThAZ}NYz1Ut*LBL4!77-SGT3L zrW#4-bBKc$ zB#$-hPu&pjPu8-KW{-&#>!V?0Pr5eip9b=kW4*xLhzl`~v@T5BwPnzsRm% zV%K}|#(v>vp^*y~gm-FZS==Y1lJK@t{_;GCI6L@(TpM3-` z|IF@u5`X*@UVetJE}3}$p77^*`xkimBHY*=ejaas0WXijk9)$;z{fq|FY)>L;a%*@ z?RfX2c)5dp{}^0%hj-)WiEFWj?yunK!SL5`h5Fh50e^PQhX2X`{Eq$UZdy;oxEhXF zsVoC6^M1UX24__koBXU5^&}O5i^nn*qFc)GBXA23?jXQQy5iI+35 z4DvJZaz0+p!^`vVav5Bv!~K*O_OOR{vj=yxhjvf1BVe$UDFem?mI2!k1KS({3ol|2 z4`vX6{4*~+4*rBsg$pL_T{;_f!$*K~ zBLC9^e+I)|{-vLNiNn7@lO0H}6F`WRoG_VH(r3BR9iBw*G!Ni=SIebJp}aMYl`(5e zZxPd4L$tH*lo=J6Fr!5TcCk49E>(}pfUB))5^(cW_e>s7%IGglmH06meS9Q+wK_!p zn2iQqmvB3dxUf_y7HR>Exj0fQ1k;UDxzvDDL9`gI<2izlmn6I0Y7*qaM*;DH5zgig z_t?D-AmNzl9~vrEN{ykRKJ)hIh!a%*hEfIaIj5PFv^6c1@Djj^iRF{0nQSafO_gVc zAiKF%+BpRE-s+I-RIGRNivB$T+~^7TZ#}_@JwbK4v1t&p@01b&`bO{Ns<3FRqTM6x z@lJpC$g;Wn?~=_mZ{ACc)VCE5cZXAC&BRbP)oTl5&BJVOh>$%~QMQK&_CK6NM=RmX z5}`0)Kl~7OflCxfkG|(TXvLC|UQX^Z-(Q?h5lxdGq~g)k?=!4LKN2k64G z5HAsA{9$g9@!Jj{WB!RT9uj-dm0M_N;ZZXBgAVoga6I;)F9Yy%Ee=Z}ixwdvSuJ1z zJQCgInP==5f{7DSV8Wxu#8Vh1ylVt(NYN_~`iNfXH3Al*gFq3+e}<^D@COMuwOin^;%>o{3=QTG*_FQBdB;Rx-K(U71x6s&$l4hcN}d+hfr5vLs~#L2X*AW$PGSNpb4%&FBN zg9mEa_SkfL9IDWDNugGlEH;WY{YY`;2BATdbc4>xQcU<|GS40a%#wK|qvDE~w&6yG zHrhU6T)r}*ImMT9r#a}Zj1_9N!pxeWw>Q8{t_I9hsx?gLY7}6S42N&x9$4-i!N#m$ z$3$s#0=b@vAG^sVA!hdO@OKB2395$&{(tht@o%9coQK{8fB~h<)!Q%Vrj8EYl6T6cnOXT+LbRs*yCRYG*UVw|i4pfRM-Czmzm2*H9Bvp#E zltO2yCKI)b&_!JJIP^$6^Vk1I28m5Om1Q4J7r2lbqEe&!Y zKIS+2Od6yM+Vh*kIW)*>0MYGSf+&a79*BtU5F;GLfe2oo<1axjbu9JAvzVxG55#14@V-rS z`CFTiY0@Ky4Aa$GCiXdt4KoM!NzsdkVt4P&X_;82UZYoTO{;K`oTXkf3;c2h!edgh zEIQhPZ9`WbMskNx@Wq#%Qwmh3{nKGPC?juAV#k<@9)bj>ub^c%2ODrVwV2v*+Y zkCjY@@MdT)H$(U?0M*eogYPxpI8dy zBK(v-=Z|H=Faom#24vwlM*NsanD~dW>hwstI5b`uZB%Qe>xyIDT8#vjC()>uH?1r7 zuHA?!6g!8u7f0(XZvrwXrW&P5cyH6Wg>te!|eF6=$)-19E$J?jKGivdc@ zjTA<=DR02(4C32Zsjziuv^rg`PL4p{Mm>6JbOH)**0;@U+ESaIi}Z}6knp|}$Mm)L z4^KANe9zuW&q&aGXskF|ot&!HAs?z*=}X*qq-?A(Jgj;vhWkY0o|r^TEI}4^nI%!f zK! z1C~e|$&e**MT*gTtU_<;!04C8`aI$fLz)0Q6W!$w)B^m4Fv3&{RCuHblsWAZX&jqq zzx1O7Zb;E94+4o^>1hIsn0=%@6TcChHB(zTTYzUmiU6j&wYBTZ&$J@R;b8&SUMRqTH3DZ`nDFcX@6(>_F;mM*L%7vFO3* z5y4{d&xFOkmjYoPEcUPISnOvhdgZ}lqE|YLEn5&o_L0rey#gm-}I1S;>@ddFsxSQuNA$$3(Am9_x~` zLy9@|2EpFbQ}i=CxAE@JEw?Qvv*QRINlsf5Jr_M9G+O*K!Phw{@a3V=&P>N`m!{~I z2e*k{>D<SX;<`A~N~s6n)FiVZ6(^a#%WGmfa7ngUxyGe%N5%{g8;! z(}2I+7SRKevP(8tV|5fv?D@^@$7OQ>XTKL~J;Rt(o=8HM4-MpNNeS&SKvwVGyA^2~pvA4aDK5<4-UgBKrX=)q!ScjPXPMPMv8Xnr!xhGIEzA@dv#H+?NK9j78xu} z#z>r>mF^^|^BqlC*5+IcCeP5qzDJuA79iRPU%N(T(J-!NW4;bI<9OIYpU9<8FpPdC z-$Zo8R(v#HW7E1_*IXzL*V}egv0UC2yzrXq8@qd=BgcJe| zx*Kcw!E`9Tg>q1znS}6Mtu!hUk9*+f@nWrp$K1ho9uV`c<8Urgg)%6?**paydi1!U zP#Fu<1{k^6xpz=H1d3@CYBSNpD%>uFTM3S<)<)o&a!{*s71DQHL}H;Ey5tZj`!^g? zmk{iOwBbjMh}pZq3T@y;js`M`HTFCb>*wJCaqSc0$2b11jTAq=@vV{=bR=G=S}st< z2}u#Pi2X=`zorvtdL~CxYlZ>@C0GhDL%Zz4M^2h^S$h(C#mnF%bF_Y3BcK6=orjb4 zNL()jNvg1Pcj`Kg6{m`ou{x%`H{fl^9IEapj&*_5!XCZG1lVMlv5oZwn}c$p2B)D0 z+8q$dnP8?=ERO;6!3pbdsAWy>Ltodq(=~uzo2=F#V+q?C9*))|hlhiyXrp9MpDK=) z#-T(IiZqXpfk;nJO##r6>U3qS3;HS8>cZhZwx7@f3ZVv zL8$>u(AB8IE+OnN>k%J59~|Ni{T4MxhmEtibF?VV?2LMvL{-G-LhZ1_k$>P@o_A+Ad>#Bj15bCsiHz{#>>_hLfG5Kh1YwW{SR4q3GUIQN;as z2}({zOdQ*paR0UW;uR|(pLYvWz2gN)Ee}SD6NT+1utZEH1HNidO9iURp%Dj{63hag zM2?oHQ7e?TPBh@_jzVp$>$u`hNU%LFh(ZSOtP&NwcIHn7Nl#mS{xsT!yjQ)J8_L*^C{2VbldAd7e`7?}y`#Rkv8 zN3)7gV0N%-RH2Pwj35pp6gc~oKf*BrCkqxQr=WN6&?M}}$9JJ8p6{Jx(@J$>!T&u)E@P< zFKT$W2ZWPV9jvod^9WxSa zgyR8cBIOyNQ-v`Qz5$2;p2H(zp$Nxlv4%wof?~Ni$%qJ#qkn`?0fX z;6Fi2q)S&c6l{Muu>_+Ks7I7M!1rVCW)Kd3FHHin28YG02V|gYqzXye@DO9oI=rWx zEe;O?1Z+)u8^VLFa}b9G6FW>|zdj0_8oz5vdIe>60h!q+yBZ}+~UzB6F<2&?L+$hKBG zCXP!t!T%hg{r<|~ zh4~IyPMlON7(~Y0<}J`ZIrXAG^k{}SDC-ch%`5WKOY zT29Q(u3f1a{Yx>JU#viRXN}>N8>I8w^W}pn=#VKG%D1k{HI3uJBWSyTS##xZp>{=S zyHY5Bcqks9Ha`vb;E0|MlT;`nziW%>mg&_|GVE)x?SYn$;VMwVOPUKomC9Gc7%}G~gC`=W) zTEBJd76{6@rGs#_3!;z86ncXhcD73OYsS?+CQE>jcKlH;7@D=V*M9sqY=;iI*?H5v zm@LFXACk3u`!~^G$qnJ>`pc~=bxUfkvzUNdv=-j9X^Vu`TA`G)WyF)SM{Uh6d?CVB zy(!b7;8!^sxA0>oRdof!gaxt@nGRJo4#2XjDuEUuQL=WeR8c)#MX6NORg{y6Ru$Fy ztuJhOe8?ryqpo3R(xcDx=B~_o^p+^~Cg{GH?Nlq2uPjv>S2Lx$S;@O8!*U?3-SE^H zxv0eRiohk?RxD0M>zPF3c8Lrc%}|MTGRPyE#?`c-x*e2qX$%&*K(jj(q0GP_%0d22 zNc9GP{a}=0foG`_Z(^jfs6@Qkwn{t-RpMBoQ5YD$p)oTBrlK#Rgk3ql4_i=`r2eqbC+Ers~JVQ!~BTHA`79ffbqD@E(R03t%H+9qRE80H&zNg{&jZWtc{~a|%ut zD>Y{Ku=}vcUzyz#K8jg0x+8axhSDg$VbYW9xSk}Wop&Wgs26DuQmh>am7SdT>Euiv z_5Ag0lw1Oo94*6wdb_0jN}i;AfRb_%?};xh8B!c}&OpEUS9_3;**V=ZItgyIjIH0= zzIT+X2Rbx|thso27*zAH3-&j@i<1kUP?Su4A%@vyWFu&Ctdr4tN&GW0vd0~5H+Md^ zK%ht(*<%23w4$Ggmf+2{jqJgSCPwT@Cf2w-JO#n3mUSUMPuXgtqiM^4RjcZ)i%({F zus}A-j>D{;1;7-uno<{YtT>eM$=sN#B-B-_lY&;&+WM_CGKvLZZdY@eRLD`@M9r*1 zD!gD$&irg;h=f1oe8tjII5;HY2bo<}K@U6yP;7IlFVmh}>3B8rSOhkl8Q z^bkRdekACx`-_@UAQHNz%Fu6d;PGbLx<&Q!0I_z}@(P5is+I-tIMpnB91UCKKa*y8 z8N-4FvJsIE&2kd}%dS}%QXGoq6s}lQ`ss?rNj|G$Y5msvEnr*y`8XvNr6N;|2qT#Tjzgx(<-w1 z*)OSrtS4d%s=sClvi3N7Vi~{cwD|^EyBSt2fXya*f3US+cxOXaC}1i3HVJ!KX2Vke znBud|eUSBZ?!FPy>Ood7(yCK?6dAk!J*d-jAwEyl@+H}5={>c-Fi&E>kPA}2>@unrp zgg58bgSi7+Xv2f~xT7Z)MVZGg%`}3siBb2f!-I-Qre9Js317UT)#z|MBU(@;xlV8*Ntv@_L%?kC) zoOsH*Q+eqzcKz(5yo6PdJ9(YGW?ZxkH?#?>nPJ53ZeBiW?~U{sSsVgl#9dg;v{LuC z-byX2gW3GgsARHvu|KMHf{q`pRxr&fW`M_7h1BH|WEP(-iY#~0wg2EbC>F+gx^_&Ip!A=poH02KpRtx#09jdZ@+VXV(Np^XKxu1*7d(-E zVVC4^^a~x{onQUvGxOzT>C2rCfUVIeyxF!dr-m%t*$7(@tm?oSvJsx=XxgHtROijx z#$U?tV1exGy$u5}#d}L><6CAUJd68mDhc%fgp-0yDVq#+>$mPvvJoE3a!bvSbKF`^ zO%n>LMYBOYeaw^GzG!3o7gtc(jlCM$EAw^&)MOp0E}qwIf{ zb}NrODj9bXrV8ma7e{-Jzr}Y0y&8T{4pfSF19gY5r+1pTbJib>jCG&`NPyNfSn#TB(8F!8U%-k#^rl`fx7+S_vwa0YvO z#fzdUg2t5^Tpx+H^y*c>p_t;cunvB?RA+?^S@A@80e#5PD%8JbyL(~p50v%{2B#;d zW?)67R)A`uP<@)0TZ9b$>X=x7!L=S{joH@X9aa8H7kj17i)D|OYS0wy9mZOeQN_)8 zVTTmbS36$E?Z#tR+){ndHXNm=!HyCH2Ur!%`b1%>7<69<4hj6X2I2r%aq_~b_7bb| zX)KqG*sDa3$-RSdLCVOlVe2G+p+J#vv~XAODrvS zhcBmhnr9}CavN%_?{2IgDony|>&7%}&F=|L1Sh0g-n6a=a@YguBRhw-7f0)x2BG%( znn-%P!w+eomyeIvOOt(NERwP{4)pV^2<;xRJ)cD4SVm@@s(un04?hK$qS1Q{-;eh{ z02e{R58`)5xQ`{9YremKqB>dZuT58Ai$ed7YHeFT8;rR2HL5#tOGCZCTpH=0ngL&~ za#G*Ab^Y~Hqu4tIS@)10Ul$Ma@%Il6f#cQ~8tTJ+|L`hM70Sba<3zBOqy}BUN#1X) zpXF*BHS*msDuv^ktIW@<;R5p`gdkr|Vkl;ED?z@B2)++4Z4%@z7eT^%u?x&P;V{3Y z4fDkI`Bk#(_cS2O36SWy@WJ*TV?ksM1VQ4D{E_H$82$GFyq{l{5Q+O^3f#|tg*t}j zpBQ5$ap=8r3&1qtQ8M~JrWn1)L8`y+!04C8Dlo!A^32NTwhyw#fzBP<8-7>xwG zs%nDyo1$KG1q|N_fu5YAR~`fsz0yy*UBpZZ?V0$E^sYBW@3NnD%R6mxJK8fdEoEvs zv8E9wlAI+g-9-K%(>U^Hg0FK^;LGDQ<+IZ9*p?K%^58MiE1ky{qMH&SmNP&9iC}Cb zMc=Y>81Hhf9F`84muYe_>o0WybCr?v03@UbKEZEC_nlko_pQij; zjRY=>jOCp&>Z*_?-O~uC5624 z*an>-3F;QmcfnxrW7Bo#J5;@c~B@mYIpsZVN7w z=P6*{(ThTkT7Y;W%qgU}`VQN=!J^Q@tniGL5;H$VZ0uL#7!fW|y%DpNO*$Y_lbe?wtNP$AyqxIxqzg5P z(ob$);Q*RR>0oaorL!-e-0Z}vA<;OBq9hWHqZ?GIKP6xM%0y!ozZp+%cA`LcpW9`u z4fzgSI?U?8jVCudhm)P6=jA&vGe!5olbc;=&B=&~lbaJpZ0{U{Q_PppGM{V&0keEE z8D~LVIhV)aoJ`i742R$trtxtgraRORztPs8NTgW1N9MCP=8IFgdFn*~I5IbhQm%MY zMz1u>sh9FelNvpX4XA6K=G5q09R08u+f1p^uV+ZHKsLq+Xh4%3eDihy=ASpqVvrsO z-^e+qI4V#jtiGknNmmw8F>R@8{nil}oH7NrwDQj`NNH6f%M_ULCY*>X$@0(J83_G& zx_FCABI5U#18#Z^1vI{uruk= zd%d|UvmSj*G!InDHOWx&EPvXjwkXGNj z=tWw!9=h|?n-}WjOrCmkRW?d`*EYB!Pg0IkQnp#!K&Peo)Eg)L^j&LC@-btlo5$8~ zm^}B^Z(X17sW)C4mInTuebu8-?H+xz+n-&H`avjO8GCZ}mQzrh`?%i7WV4U*77>fh zPSFclr=XtJbCCNbG0bD#OW-1ltWz+=K!kH!r{Kf?=jcVz=?ZelgJ-_5?N5tj_08BCUDeZ%;PJy%#$8rn*F9cVy8>icP`q&%< zJ+p~V!ckmoRj!S7=9ZhJ{lj3 zvli!`#H*pb+(>-c(<8x6sh23R&X)N;jC2uJa)?eCPG&`NPyKzMV%9T;|0a9)=O-`2^rK$4F zP@^zYuGYGt08LK-d$Qww+UwTGsn+>z%zh_Q!Pjw1zcKsolFc=5+FKj5#V&Re_Fen0 z&CjdTpjF04h?4to5)tu+CF`6h{r+nM-op=J7ud!G)Bfv~2L6juhPxBnh!?=q(cQ%M zYI2i>xY#cQANTmUV6V{xk!Y!~qDa9S7=7jsyIK;NXXIi-QL`fP-j5 z^*X3vz$GHN?X{f^)qj{2CUDk_*aBDN$Tm)yfmBwbn+kgjYNKts3 za#yRN@3E1vASwHjI#|2D0JZC@l{lx8OH6t&M99udA!Kds zaov}_AWp+`$k2g?wq)TsUPZZz^n=cREUr^~QJohcU>4Pp{0m-#JzH2`MTx`TQFI}X zjMqB$O7$+|RtRHG`(q_jko{U{&(EWx%8q2bz8HY{ub(jeq={=g!342sGAxUQ?X)=P?x>M9VM%(bZT`Qm?q6O>WWvAPVGI z#6#TqwiLI^<}0wWWb`r0nu&c<>XCTJ zGO{d!mWvx+i><5VT!_!pn0TG^kTz}gZ0?6bnWBR9)J*SaxlpfLDo6`^B-3-N&|YrT z+y%h0Q=d1Uyk+I^Z% zRFfG!p~ED73bdD-SF|n{lI~SA+V;lC=jhZ-Zj8L3!?ZjvPg-7{3oXqXBinUwGf8IK zl$>l$$!dowxh+ph&g^|kE@Bab3~Dw_L7~^_bTu!p-qc~*{!N~=eQPeXZMBD~O?lNf zxVQ|dB?82=72{aKX@7#s%56X?r0TWNCzw#z0bFNG{0IkhLBo%ws|J zTPQYcLH67Di7m*oPfy?l*|nwmP@&Q&!I_(rrADbx;i=wmAXhCqj%GtoP>4QnoP(_I zN0Au5Q-bvCw2vg4+j|QGQ?=q)X|&KN*86lqIM!(oPClzfE|a&(^2+~BA|PJnvPLn} zug@Cr9sUu!U|pX*hGlzOSx{yQJZL0(Wy<=Y0=w0@#Z{BGi=fhvDx}*t=(2(3run-@LZVSd@KM}^7PJtv3#=15g zWBqlCUU@K<=#`PNHd2(C&S!gFir!^sEZ*r{87mzyORi08)0%g#O<>+mAl(?5Z}TUx z@pN%n%xL760z>~}PsD<#?D;m>FP?AnX=Ez=8s*y@qWe{*TpPuA;W-;WMS!vY>XmDA z$~nabI^LCHP{O<#aC~Z|op_{uVQQ*Y-C2SkishLAJ@npZM=rXSZ<7`XQA(drAz=IV zRszYBR@YkON|B*Ea&Edk_7ZemQm7Rsk-G5_Sll3}HwXp3N4h~L))u$i6?%{$jF+E%AuoiJZIMwHQ5@oU`mk z7GnH0<6jFCxIoD2;g50=c+{c*64k?daV8aXvqkDPL2qwxX|Y^rK>lb@nVy6#aHEAX z9_(JM6)K}ehupU}BRkih_g%x5l7ALsa*=PQOFrJTNnAqm)wR_YDG)D2xT?UL>T+M@ zXxu{SOyYh8!-NI05t$Bg9|vIB#obnyTZ*|jrcR}zF6K@mTE)EeTTgN`JP~{sv`m8k zOmCtIPdtO*O(e zgdX*+-f9{=K4?$lTfRn9P8=}d=Y#N>4$eWAL3_E)L5=`m*>w}giXfv*gO@%@7gtS- z399@CA)reKf1x)X1PCc;$Y-4vG@l}wXA*q1HN9<5z&0V^ECP1s^CyZ8SS1hOqQ>b+ zWG>iIYD|>0Lq&oKMp-bQwCL?oY^FWw~24QA&#M13wim%>WPyp_AbKG>923cxaN zg@%819?K(dbIrfmTa^lF zU_B;+BVXkJl~{DKkKQ6W?d{1y$E!n@iAr~vK2ODf%=$sqA;6xB3pVrxWl_`#2l^VwGc_%26qhy(-t1@S$eAv+s>r^d6VU!Or zq*x#u1AqCtdto<5t~YitQ3{7`l^+auGUqn)^FLfQe5v^Oq>zV ziJm^&xj6kg2BQ7sv(9Fv{1OT47YcG=PD=jI_^{2Ak2h_tCM4e@D`no(HGwx} zrR;|f`3*VK;`IMAOynf)2SDeui@Pl=MT)t|N>Qn(i@B4CRxxk=mQPlS3tA?@f5@9? z*#*C&St*wrtin`!CiD(u4)^GV_rMRGF68uxViDnV}6uppHDX&SZe&k{~PEj&0TwcdO zco1;0ArkbE=_zkQz&?|;xk^vD z4LhQ0DMNb7?fzKEq@+F!?fI>iIF!_<0a$h=Wl2ww&WT7*`2azc-yj5&$W(#%dgDQW zkP?S{)@h0JNl$s0;48;y$WIV(76E&PIXxu~%C(=Fk_i%t-2EY6Y)MZ09b*$8w;;i3 zi11uEErpSiNhuRx9&FBB3cxZcg~oez&dMVxCFp^!v!s+`@e@l*VV|DBNh!S$m#@|u z6V9bN!N;cPg?Y@zfBB|g=OIc3HMZGQU9?@&(CdVBw2U(O- zmc$eTn!{&d7xux#l&kzv zqE{Y_C3I#vu_t0d zRQALa>=#c=S=I}m@N1NqauD&TOqnT)fpk)&LS9udHyWn>;Iprt*Qefm& zF>ERLKV+D*iDnV}6upqiDJQ4xg?)Y@15( zksUz>nUnHN1ne_M({oY|xx7-UR<6W)C_MpQhpvv+fVvZ2%4$3dZLH8J3=H1@xjCiE z);{*Sy^_icuzy5nu@~rWwk!Ryqw1{1aH1%7s@(%cpAXIXt)DnlRuO;{m zalE*5s$3c^HD>p)`#TD?%Iu!-QP}Ah>NArARAkNyBFlm*PX-p{6BCiKav4EbJonTO ziKUOx$UuU&?N`Uyg{`YJHKZTCnDme~ZDDwoq)U7ciM<}$%Z;Xc0GLA4Mf|v0U!q#l zkJ=@seukD8F`1x>Lkn+!Vsuk8eN49Pg8B}fsEgPOR8Zg5VXD3@PpW<(7pg8(u$fv? z^#hk&v`t}RWscA#-Ut-RN19l)Fr7BBKG|sBh5pTnY5g_=&SF|mH)o^CKz#e@XxTuK zX#LOg#h2u@hZ&<-l)G^zkl-~$c`m$`LTF?@+JR_pE#aaRfMq@!UFFevE027%L;9iX zEFWzpeq#A(?9&rCA8j2h$JL63@=$$d5^B*yJ?75mq^&_}SXjy;G2LPMoV2GUn`_SQ z8#!r|5{|sI6$!FM^Aa9*G2AD5ZetP$@v5*D<>?D28BiXcid|p}3j0>!q(Ohw_~fUZ z58(ZLaYrJ}xeQpI`Dx=RM(>fLGSY$3=a`>%Lketoq!C@m$>*D&)=beW4;qPH8PkZ` z$WME7ir!^UBjTO*aX|dVD#!e^+fpFOgRwrCjLrq4`T z>$@>UnD} z+NLnEa%z8;Hv)x)ktP-`Os7q(Pu|+S&_A2EZP7GFw=`i|??J#>OzS!3ytOz~9|z~# z&tJ<20&hbNnB zzH#5kWlK`Sk*Ebc0-C@dC*Ao%9wuC zMqXPpMenkwAMsB6I3)gJm1ADpyHg;^gR$O`jEVpf+ce^<;|C5X#h`D$2+qzCtc`7p*5p>)%egTGzi@zh%#FbG>UZgGM|H`ziyG$9R)UfROoZ zM==olYJS^xBy4PTsSNsXs2H}C{2Cv&Ilm2W+FDIWzDIuBD-o_L@TUB>rlWDokTb0> z?q-;oxVA;jpmft4DT;#W@RMf@XNkprdw|>hfzs&_Lli*jqiI!dPJDT5i zkG~Wcc{L&UpJkY{F)bDZCH{K*2Iw>A zw|RmjQT(sui$BSG_cF#wK?2EpNP=8=FNF}v{5Bfrr?xBwV42@WSA%q3%Ok(-zmT{r zzwHnBiRHJkPfy_dwi99bZn{!x6lyb_PikAf!CPBpNore~Y_9q0eIuz&kie12)+Gr= z)7R7+M3)_%9B#Z)Y*9p6&I&bPH#`cvz!nkqt(>*>{;2WES?dGve*U*3x#mO$EYF;^ z^HYr8BW>l}4vap>oVAe@*zia#x`va_H)m}sMXx+)Bzk2`EoviY?S>S+%br@qJMH6S z_={DJIcsl7fg}&cx+xuFy*ov(JQz##%E(x42B>;}s0`xpIyeS2mwwhQANRx;5 zbZkIf6)@+a^*Z`tk`1pju1IZGZI-kb};{|drw zCHVI_8n=jNCc*zQ!-NI05t$CbzaM~gLhwZ%no31o@SQ}o3V!RieDcs-&@u`BN4$w< z5&RUrka=ibX?r0TDshUEaiQ|R7>GH}LtA~ST_yO)jv#}aqaBKXedcH#&O__R{t=yJ z$U|G_j~!KK`R1YZLUVp=CJvSL3;?F6toHKI^qEPEJT&RCi1R_$5QN2ZPdyKfKGtIH z*?u0{W!Sn(Q$rrw<)nwSX$!-vB=ycidoHw>8%>7*m_pMw^U!pnTJq4^C8nN-=0!~Z zJhUA;QB8ShGaaVtbe>fG>s+Yn&O>XHxOyI%i?%6Dten~(?~OoVVWf#g3)5*6>yw9e zEA-FiZCf;r(Jf7w*7qUcET;7|bDcF2e{VneECU=8r2lljn37!fNyZ{6kS)0kk(~>d zr4SdHaYiHh)M}*wEHlpNvX0JGd1RdZ42jD!&VG)cSjHLq^f<{lYyQ>VN}np1Duwda zzVh@G&zTwof9oX+=gnKgixr*-A1BTh{!n-La(bt^1m44Rw>42JRd@Iy?UCi<ZBS#sL`gnSh*O)?(dcZhNUW_{hQA$9?ynd+&sUkDNpN`u7o z<<<;H3=hOEY=*wGL3~Re1Tas`6W?>)e9(21g)9~zEHeD3`48VGJ?&Tk@8^~~@@Srv z0hlG-p*1=3PIowZXtFvsT`t!9nbh}lsTY4{n~Q42@zU6AxB|vXXPv@7k*N-bzR!KC z1NMujI$VmM@N1Onun0BXnpx4$mjN?!JEyQWUpN0FQ6wO@?dLf3oLwzXPgZ)TO53ZA z;#hFu<-u5Sv^qIet(O|5Y9*+S2ZaE*yjI$&B{=xKN`&MJ94gg(F{V>^JoE0v#a zs7y~z&Gc2q3bk5cX1GUv+~eNWkvi(;HtHC6pQyqaCnKaTmUC5%k0)w6{OTfNfx{_; ztE&1%>;>9*&C$4pkeQ+q6==^-{ZW}Gi{LK;VE$1FCZ@_FxIl}L(t7}lTuLP?ip6gv z6fhuP+tedVUQ|qz)i8^cQpst~YPba-^OMX>1bsb2iiK5-(@FPY>z zOISV1H0OlmvyTn?^MM4N22lG=G4Pbx<_F2kqsi zYkvm7_OfW|F+!JQrie|LoDiY;6Hdsg{fVt@F5Mh#3N8#T4=#z#F*6g&@7#alytnW) zQU zU1g`VN2u#0nAw)bOU1FF(TOU|aJR{Qo{egG)4F2s+KoLRLpz7I7f0)x2CJ3g97M&= z@n_pCQL!_V%{AY%w?dU;)#;IPacI0S+Njn_*8wHS?6@yMAjdAy6^4gZt8chZ)W>B> z#I%|;XW0{KphI{mc7ac?L4@?c8fx>N;KZK5#+;FH>rU*5WO1~}2TBumEBPbGC+t=P z@P58f!iwGxI)iJ60t1%7!Tb{={Dg@ehsrGg(}YI}YrG`I=sh-u?drhjm&QyJVWB%r zFakUi-R1M>1^5d=#hX%~!ei&&&75`#0&SxGn!kzm>i?wZl?Q=DuhQ<^yFEqkvhUpE zo%V4}{AFr6F^&<9lAN_9dM>S3soGXW=17=w)X>DTjUM$&QUMy+h=Ezl)%YlwG0GC)rF$^kpQ!Loa zzF`#m#aB^Q55On<8m*$NOt@X9H5J9P;YNBB;aKo?+Fw%%E)s5gaJF#U=>mhcj?(&Z zB1*^L0R6&1#(9@Mi+l_^*_={G5rhDx^cciNxSSGkfrTb~ovVKBbOE9jJcbYqz~701 z;fscYi9$VS0Fd!&Z8FkzVy))Xl)$Nf&`ZXkE#h3FM~mW)MSbDcYW_tO=mrN+pWu<; zl#4M8bOw5{*jvCe3sEhn$RVui8kI#Aw8g4n4~~q@Lqvov!2^1PEw~6GY**E%Cx@;t zZCbbMn!#ZEPznFP=Bly6)~yf56?_gVkVkqBy#( zRN0E}K>!X#1J;il)nI$ERvMoPpcN3A8iRz7umxoT1SN;ZAyN7o5X7rT9U6r0RG7$- z`8M=ms#qDT2e2@W@>nQiL~*RESgTbbt~gOE)4}D$dPS>#Olhs-gCbQ7aaO55i2UCR_gi)ch{CpaS&Ol%jmdU3u#07Cn z9;h6tPFKddpqD~a2Z#Ft9Ig=%hDOUf3N!Tp`VZ$-!a96UP_G81@c<&CrFvJRTIHQ( zz2QUW14Fz4Sc)VZV{zwb5y=5JSxr5RA|=oi@w`xF%M`|-nqVVG6Ni^pa z6R+w7CZ5i;PkXAxW3)O;FO9`mqy8WT`qq5MEG@1|{a5c(s*xhVOPac*Hl%2^OuIjr zFLuqcwboa|dmtb!TiuoKz|Cy6KetdG!_l>)FFn7R@374De5pduy=Q2NTkH~&oZRB2 zmZ{OTE2%;2y0kbB>$8KTA0Fz8$EUf(&6S3y>GJp*PQPiM=2+^0EM zZ;A@gLVP}l*?My!TfJ{4n+p$xE;fUSMq{cz(BEIE?JRBYtJb#m7e?y+5(7~l(*k&! zBYYlq?Qr;tS<)$-ExGFYvV@lXdiZ!G=aH`ay^+JV*Nk*$R48K$>V;Izu zFLhxIr3QN<0L!kSY&Eo`W?IcPlS)NhGdYQ9)l9A5 z`ofmShg=dp>Kb+?J^DIt?#ir3Ul_%qgYJt(!1>BjrE#_5Q*o6jL)tu`56f2&Pp*uX zr^kxM@R38A$!H7_aQQPq_s{)h+$f0&we}E0H=lGR)EeGwTdf_1JGjOQjl#h24Y11# z)O}xsO&Q(Qw?q98wxBAwCDA+7{{Pw06N@HNb)0YMo&U$MVgYPKtiuUgdOA^Y?Umlq zeXxTxltvRzxq(LNx+ig6M@XyhjPfGwLCWSl5DYsxkAllYGop>DI0F8z#TI^;>6fzdN;pBx=sp zTqdjXV{d`BSd|pLkd@>H()L0YAi+R`b#H)CGl_vTAris$!to5m99NQ?@)vVg?`5QA z5&`=}TJ*qVJk5_3)fed&-DaB2X0O0rsdg-Gh4A+tf2?FuelLUea#Mac0kG_@di%kI zfV1mM2+sUQBY2<1RM{;325*E25K;n>0Xr>$K82<}LGVSBo_stSF>on)cOc*_k~e~; zB2M0mTxiH%fY3v|I0;)q#=wgPm%0$F?;R__MzuQ6{uso100FB8(6wWtS}z8ptiA$d zctBnmMiK%@*iJH1UM8!Ua!|&1q~|C|rpa zG#tdFy>H+e$Y%I-(WUdbzA}uEFR?rbkK&?G3jE1!gEWCw7e_nv_O}hr+XQ0Hwhhk5 zPi)&D`;_ap!8m!j<68#z-T{ZAa#pQ4Ha!Y^-gvM&O|h;cD2Q%=)PpLpJ_q|0S0fYn z&euMPqVXxXm^Y^;cAR_=pJxVoRkFE#l3>O{UI$XT#LL}mLZ;s&hU0|fuwx0aX#Fg^ z5Di!kkH;>cCNq}zS{n0MG^#n+Zn()G3qIQoPXq9N{$qks?~fUE0|S=WZnzM|FhWsc zs~x?|*nmSYQ& zvTxJDe(`NOe}$j$YqU-0V5*T!dvp}J=PGyw0*N&~EYP>VM`!cdP~!~O3`Miig6xh` zV**wpAvt_{q&`)E6-u~PD&X&r%s@`|q|JfP0UnX8-DGIg`?RQ8S5$)e=WIrFFaqYv zlOyqEq$NP29)@`Nd8O?|L)#jQHUXF!iAOJj-5KF7*r@?;L>n_8mw)?EI2=!yM6&v7 zTd!yk_ZBibipNCedX(n7S;mcdgmNSJK0xk3VXrr#NTXeRsQV{#8bfu62 zx||78HO*&&iY~X#GuxjD{sgJPW`aM(Pi!X0KIJ+S3}f91`G-12ng_7*qrH6Ul$fvc zyP_nqK3C_)dEy$bkju&9G2xB)8`IkR`T2#-{p;1~+9>SMW*}~RFOM_a4u3D07k-re znHJ8$@#r$%0Y43fA7j@KFMuEJgpZ;!^FOm+*TZ9j;iuW>&#>!V?0Pr5eip9b=kW4* zxLhzl`~v@T5BwPnzsRm%V%K}|#(v>vp^*y~gm-FZS==Y1l zJK@t{_;GCI6L@(TpM3-`|IF@u5`X*@UVetJE}3}$p77^*`xkimBHY*=ejaas0WXij zk9)$;z{fq|FY)>L;a%*@?RfX2c)5dp{}^0%hj-)WiEFXS(XZg?!SL5`g;GZU0e^PQ zhX2X`{Eq$Ujw4AM*KUMd=~LEkfNDnJYmS^huMpi@zi#cxeQP(Kw&7H~^$~XK@cL*8 zDxc!Ew@Ijr(>Dnl1Mveq(H(yHXyDd=$IFYJG=E+(f}5LeVj3W zh4T9gyu9SeaJd05ug1$O@$x3T+=7?iL5wi`4F(Fs{ghYtu-A68S9Y_&r7`f=;wJa#b`n>T+R{)UpBKcbKOv@3%(2lBh_jd z_R&IqPxQH38yUcL8zuPI)Z}CRm8U zKN6g9#u*^Od^uH2Ohl>$;hjMT?}WE#U6>z45c%2=d?&!3=KyAtzIQ?!1(z>)b1Z|{ z*Q9$xmmjpHhWF#kAApN+BwiH*J3rai=G*6l-y!iAd0>cBzZKW_X^#^QQfj#ACrccx zNl!d06`O$)w+ZF8C9%;;g=DFuXFz@!Vi)-IAEf(kAe3TIn#(mjaK`3i)9#Uh&7>Jv z`ZFI|4@@sjcU)_w5D8r}T6}=|vV8184SDs*{CMWp?6TnbH#84w*n~|4akRTr_5zyu;09@Vuz^Fgm-Z zxfF~)6uyDeF=msVUlTGE`Pl}ugFM~SHgn=p%#0&gpDlZtllx z@#GYQ^1#GehEi`Mc~**Ec}Sw@m9HdTlA>20k|=tmOCrk-Z_h?1v+GAvbUB-eWPNa0 z$kt+b4da;{j3P&9u40%Dm}OzRwS%4a!uAPTVM-aupffdDit>6?n)@^VXmmEj_?U2F z!w&Y_4;K{`&~_ z`=am_N)fIdzJv-)9Q8;Z$-Bx7C<=?;O#wBdm>5y}(T{{wfA%L;mSofamu#;2#(g1L zZN@KGcR;D8hTtQ6drS3RSODwoRje|Gsp7<@Ztt1TA!n)zwLM+uG4nYPz{5~{XFfrS zUU|%XM6a{}VDn%bS`+TgTI`?d-ta&j;qvwVW60##^f6TX*eB{|6UXLs0G5wq!!e`# zGN5)ipL4U$31V^HjkZ;0@e0td0%_sE4Duc>M`A>hWoakVB!RnfI8SI=^yVGt@VyZ6 zs;#-in)4O2;m7fzE0L0Xdykw=C?nv*{BNSx9J7hUD*5Wo^u4?vs2{<8eF>+loHUt^!r=dZEM3>L~~egRGk!Wd6z-aGD#^m+IqEIx=*=;w&6 zpoUV3GIl4{I@^gszK-xwTO6Ck|9Ew>x#rFLp8pXOhwZ=7osT1o&WBoz!{7J#`y^uG zK#t9hdH5c02kMn=UckXh$5(g8T`aE2Y_3gPF>uJpJccdR}DR3h#6E4Rd1gtuyzacGUbU7&cxXYp7 z*cvMn8T0M99LqMt0RBIF-vTE`Q6`>*goGf3_gidUW(oU9KoBAzZ+W>OprQ~qv%9m| zX?AxuGqXun4+K3l(K+>W@zfJNIUk64J`fNQR1^UL-=4-7Q3OvB-=2Es>Hqt_>h9{V zs;hdcyJvQRe}4JR_DpwwRrS5m$~CVSOBc!-@1~5!T15)~t_J-1>Me z>qkp^yfy1%e*_%2K3>CG%4vOY^a<-DhT|fvkL$3%WPQ9FugLnKt75H>2v1;rxQI`{ zVloEA6Y>Hjv8=rjdSH+R>E7f$Mn-S+KOCXsrU)H$RRlU{l?BFsqM56`u^(zLl0MG$ z4oRiG1G_3*sM9r6Ekk*IloIUH(jM(uyKy&C#55e&bj6n~z)W+K!_19+HS%JjYOzGe z@6!9)oG#ETOj)6%kiTt>-8R>&l7iMfPq&k{jzXy6Mz9L1vuht-{_o*U3{E?wzyHm_^Y@oBtqKm%+rrqXU zP4r})`~T(uW+>@PC5>Tz%$4g33*vr_Y)CfVAxH)M8WzOiwPw-91VUJJcOZaB30o|> zE-i<(uU-&W9rWRp%~&p+xF)#>uFJwUS`plCvAnR-h?W^X5&_30d3*5&HzA*6Y2LuK zx!k0c(4HF`TOzb40x)+siCBb+-iU3e=qQ1}yMg3}2xh9JcpSSA_Z>z+v18d+BfXAIDlDKCQ+lQmPUO(66A(zXy9Cw^HU` z!VQ!=+l8&5LrN6dOx#5zFPyr;Z;ZSTwX4Hl&P87Tc6gmuC$&c2ui`M;Pu@q{g{^jx z_mA!B@b3Vyqh%ahz3ocgKXrz@JDqCQt1gNvP$yE?xsq4pL71jVNE$t}UESRe0C$eK z&%$BkmEGooZe^nw{DG;uquYh9_E7hXc6ImEj#Br`4pH~AcA?9ax>P>JL|3mgtG27N zV;!aK`XXrSzj=Svs9M7X_jT>URzOZ8`ddskiGp+oyE0eXO$` zYJqHbwz)?wTjz@dPnFX&`jyf3EA8s^0|2;lv;5a^7zjY8Eykw7IFjlcaG$b@qBbVe3Z+5o!0~1&tV}#+LOd;WBbO2r>YcJ$6 zMm*-GL{8ee2E^L()jX6Px%K+u(j%1gXD^<_U9N2?*9Rs`wMJ!VtUMr=CBc~iffb?` zUhZprD||;po-EHX#yk8pvj7+zr#vN^hw05Vuj^bcK8zsN!2SU z`KJIM$b+w(wgvkpW==?06R_hy7cmy*)D5a2S8kKCn6%$V^YE5gbVg)B&xFo3wak6f z!hAsiT+>M!0+l3}2F8#gFn2KHE2q5bF&Bu_9N+*42r}2`aJ!ICK!pb~>V+~IEFDyg zx~xE$EWU^hf~z=#ET&EZ7{-5+NSL5xKSKgg(v(~2a!9VYoaQ*fI*^+RGOaR%fGMpa z*%v0(*3&8{T~wQbQ_m?GB2OM6 zRM5b3B$9%yMdO|fPG5dhp%HM6+&lFBa61#@N#4CaD+pt2}BsUemt~5Yya#9A@q6uz5*3J|!x&e~4F9p-opslq8dDfMOL@TDG?& zxgb~MV6&Zvi<1UkAq`vI1KA~-a9|sGe3&~P`faA+evd?mYJoT(8El+9{>HEM=9)8e z%ijo*7~1%L+ue)=r1m(P0vCz6pab}83Vc^s>*P=MEjEPS!7LU?Q zI}re9vh<{xhNQ@8rmY|lZFVs(D;9^67cW7;d3Z6Wi%~CVV8yx^IEPtWj4IsD#CVc- z$FhQuyo;nOgm(>wgH4%97lW&5t|c=7mM#XL&{ZC_xfoXiV$xj|z|Gx)|f7iRppC>hSbHwKiO?**uJ8%Cp?T(C)G+;!dQ1o1K%#zqnm*uKCuv;9qDc z3~l@NyB7&K@gG1ugb@6FLxRsfB3^#gTA&lS$K~th-z#8@zR!uBSsf!#gxhR1UmAW@v9)a`4VZ}_HXfjrwSl1X0DKu7{fI|)&UISLyU~;JeCnA-H zm%>Ty7W%cdB}VT*ut66`Z~ylQnB+fLLZhL#(`lY1XE;w3HrAGQ@FE0EcCeIwu&!G7 z$qr3oEW3oa_6j5QzQvB8M4Qqzdja4~Cattb5rsMJ(FFve&A!wz#o|!%&`}6D4-c_Y zR(rNauW>!6pkd|lq{IMXRcAO|TO6qu5WTa`NyNCPWd$J_7wJ|A;~GpPn+B4O6xXd> zi)R2V9Vu?Ts0?azq+SMyNq401Dd9-H3a`kKqN}H|Bc%n)C#tpa(wOj~%ELB4YG?i^ zccavsY;w33(cd{Q>Yw%Ins1p4UX+T!(1U5e6P17x|KAZ!VHXU7T$B@apz1`asGtnZ zC!t3PK9tH^p$nDH%bEuj8?&&>-^h5y$%E>Pc~D|F!hHf`9d?Ev4{daV7v=mmlc+mc zx4BNvI%|<9HHYOy5bV=zq&%|nydK#~${Q4s7m;DLJuU(4&KDjQ1RSV872 zx-;Qz9IXtEE-jaaMumGd3Le;CxjX?oAdr^~WQHZ@RoDe#s5DWXs0@|H1pVPa`QD{x z0o>?Su(nG*LV%(+SZM&hD=^-na(yZ9WF027G5skX#`yny^8fk7#3xMEKFAbKajMpT z00GB?7@BJ9bP!`(u|t&(=noMvIiPX^b`N3*jc(MST)vwW#7KRGk@~mAj$Z~beg%MY z1~CwYIeo$J5r{SiF?N1|v#oD)LnROGh=B9(khZWOT$^hTXlSo7mN}%L;pPc$Xg!P< zrJ_x333NOQ`k#q2C37E;6@(0QAZ-g_Zi5?R<1iWM;QE(q`V4?&po2RZDihlR9jgE_ z>46S>N(4GyidPiqpsV%-I&$HHZ&@gCA@_x{;evL8N!v0Q9}=h-j!;2YMWEtIx@GXr zV3K#CP0bGv?eaecrN;4HMR$RXge&8{p%+wFW>oz)Q-!ZUgu6z0K7*^(?u3uzO`x^S zKtGDlQ+#!U-dyv|1x9%yEcB)9$QwP_8~Ahs!Lhl3_Ska2yA@<_N4JlFU)RitMV9mn zL+KWMj8SR0!OhQ8evp7te=~L=j1p;qsvRP>3d4b2zPeW}Kip%Rf(Cw9Ecig6eCLPv zxFf=4m)d^?@NTo9#+X|p#{3rorlElytfpdt-6SN?FN_&(YcCFNE*=Li6NN;mVW-}7 z=DZH}bBn37Xz{eeYFaYG8W?0~%rut|jKfBjW951u>BYWC(EGTc&omdoesh)K8UGD{ zL%#8A5P^IbZZ&68Taic`@RchF3s}HIHK}W2mF-WFkFck~Uc+$eI?NA;&uGEYnCOeX z*YV9r!#f2_cRf{{bX^K}1Xbpig!_#7f5DpOwwXZ_+KfK3UeTGDyHkch`Onz60p&%+ z1mb&uhE5PEo%jug{=c(si&v=$*Ysx2CCRx-tgGY$wJ=cKW@0AmD-$2@x?A& zR(QDA(*q&UGA)>hBK9J>*c&W(Jwb#byFDsyKY>D*5%=nQhPF1L?RREelyW0f?iacj z00#UKIko*l@un1D-m1D^sKaT_y$CjL$t3Jix6;zIL4b4Z*xgNdFhEXJ4P0@@9dds) z0F#@Fg2Egt)$21!+fr^U)h1@Ph^<9Q(c*g0exG*h7FY??Y_wOm|7R2dvao_;rZ@@J z9cHW)B%&wnFq8h)b2145(-F2t3^Q9I9RdW&0K@Liqzpj(0yKh9qq`7@)>Xtx$S`@vN^p^% zfDF>kyB7hw*m-Jwv~mDms9}`Yee<~3Q6pEX;Vka9g_|~=JcP#*M8}?JCzAXayB=3) zN>`XDJmQYPT&nG1XwNNjVNq>Q0I>Y3t=k3dq1TyY4lNNn@cRsUH?&_^1D^o)qjewthYV*S&x3*4V?;k(4< zF9z^#N?(SO1Kqtfip^h?1DGK$olcI~k4v8k!{+mTfEgK=P8deS#D@8#khnB9TAMZo0KNPYxWWsY5| zK23+COt%+{2pMI%1pvdilcP*{Q;H@>fA%QTLkKlKG3!yLuUZ;5PRmpVExrQ}#C1Q#cLsU!;bwiLk!x&3Z1(t0 z0%HBwVHaj8zVmMP;k(3l-U;B{l)fdt^R^to4Dp?Ga?E~w=k+jbKJN#!nvCxx3?pJ< z!+cUmdqc$@NRQ?b1WX={<&xg#)FbY}?KD@>`Z2VnV?O3vtx z)ILFUXMmy9ZLnH&=Tc{UY0({Iw9d11F*((EJ8QtNAvMRGhM0ehY1f}TC z`|*mRJ9PClj_&LXo9}dBh3y@Pa95ir`wH9J^ycQ+aw$N&CBCyA-Hz*i`h{uyFY9BB z++u^xkY|N$0!sb+u?xo7PN!DbZgWS3OO)pa0NzdcTcSMQC1Ay`u>Es;aqx%Yao{pn zNQ4?9UFpm@`;o2(0f*eN(jr|6!-z!MfUiO#UD!1d={oFOxWcbtq-zn*4+(WlG0_)6 zl}{p!NW(kDxpq4Zb^@zx3WtK)~d^Nqz%mY>s3-Mb_9}QY=DcMC_#i*ccJRnO;f9yHfVW`?dK3`Tp8%`@w+Vz8zeTDF1U-ZV1S&+gBD%zAOOp+ z3zDlJr78&4*v9FnssbzdjH)30E%*4i4Q4LMf4?)~43eLr7jlhlf7V{eC_S1vIU{?k z2}GNt^gF)LtP))0Cm@5g^OhiB7dua_M^{4Qp@!)|l>T7sdR(C?U15I8q3#IGrP@4b z&n5i$<0$=7@ci4n#T+s(+#Q-j&io10@bn1pgm zj2gh|)qyOC~licKGUni`u z)6V?>HSU(_ai(4Hkw`1>hK&<*jylX|KznXe6<5kE=DZ&Ob9cr_iN<2i$#JG1Aw}XL z=Q#b;IFprp#yC^@Tkdft8%)C-l^EUAyu#lT`x;on210s;s0wm=g%1;mHb;0~=q?jB z1V~+YHUiG03ze`+DBB%~@C;+u=n|-c`1rMr6C%JK1Y6Z`GTdgAtx+X&Bh2cS9f`b_zq2B0TCUTl8a;Rkru* zBaNJ6gVm5H!jphl|32)(EJb)8b|1b=gy;JJ-c9LSB0S&80n8BLNhinbM|d89VRL6f zi|`~2BVuC1d{Rh+2fHRBJkK}}uJ9|1@FcFXjj_83CEScqBHaeE?68ZPEy9zq%=V!4 z=b1&g8xAY#8lR{Q+QDX0&*k_|q)Y`-ma&loQD$cswdJfExd|YBnnMvV`81LrK~>G! z_|EagB0|P@js?Il?&LZmylLY9?D3uR5o+8i)8jiASQ<76UM^RxpRiznoG8* zr2x#`6(bdz8sG5{G4c3LoPKJ2$4Wk9d?)=a_xO$treTIk#Jc7a9_>sx%_l@vkkcnT zh(NSCzVjv|eQ}eK)P+q1oJSWbL6uOpI}qRb0CqjDN|dg!+584~1m;pI?}PT-tlvnf zTswc>{CW7#-?ANS4Y>oH^fp`_FTnwY{wDxxe(jPo&?D7Q5a{_ghFiB$YeIdUGvYL% zMxHK2s559M8R+3w6gOWo0G5FsZZoUGTSTDeQ6wk@dLF|o3iQxbdjdTwHk!-mJcpiW zi{P1(e+KyYaBAt9^e1>g9vce}oGl(Wm;MNr7`;r`v-_L~gW$^3@5bL~E?wZpu+8o3 z)v4MLoU=+GZoYBeyenq9{9EAfIrIEm>CaTalFx?D__x7N{r;!u^Wz}U{vB``ge&f% zUyp>x`u)$+_2=mG^YnQ)eSQHx{V(FjJ@9ePeE&=0&%N-c-@lJO@2Af%K8YXS!#n=>>GKEl`9u2r5q&;PpWEp3$M7i-_!Ij6 z2!8)5etZ!CZT269OBm|?@a61zKmOw){|>n7_ix8mK8+ub;j=%(kGts3XYj{6@#DYn z)g_}hZSjAOw|{{j_rZT_D{ZsI{ z*}ogFN7wg*t^5Q$-S7VjK7kv51AnfV@qZ`&{6YNroA@*D!*uW0C_ul2kGj7={<5X+ zp9VySckz~wr##pFUBvy}#GgIj4>Ylt__L4rv!D2LfcSHu_~XGJ7{EdJXP$pB{P7Qk zk1JqHxeI3eF1Q3ZE5x5}_|xzAh%bHgB@zr6-D_~<%b{nnaGE^SwAXN>%Rh?W3FULL zR&7*=s$;NZIzCSe@$Qv(*-X99`JuG#hF55tL;(#KBR!Bo6fU6#_S6A4SKE(o9@)htq}GU!nzywD8>Pv~vFU-Si3%L!J3SB%zISqZ zHDVTeH?ag}3XyhSx5fnw+fG8ugPA>Wc+Xfk)IoR~t~)<-eBSX&#mYsA~nB zG+giYR;;)j&W&7Gj~)HeRNg=GlH(6)ls7e2d&_B4^5rLXd&ff*eQ2OwSvODz-YBp3 zqDQ>tC!PqD5@OyZLJGm5m5kBPvM{>;Hl+*my%3@R2;Uj77g>OrRK@ksM#<)1UJDNh z4#K{=*^ycV`wbDW)AhbS$=UH7Fg1O{fkBeXIR$r7g@6-uL`PDZ8q8D7oIn%5j9nnZ z5QnFxmi9;zDn7*IM;PBWvJ5l(_O9u}{FWkk%M>*cj<8GH0b>z8DeoW0PeEzUUlHC5 zM0f?K`0L$K;hzp|SVj2Q=!AsV0(cMQ z^JAOrH1#4&pkFNps+NH-2^D=fSWwLhg%+$(NQ6HyJbWwz9vo>>C)b4o{6G7>3C<%}jF<1hFc^GyVo3RTStV zcOx*I>|eNN7HeSNJtZXwr4i&udV8DP9_z zD1^Ci3cg0(6gn=Tbz0A59&$>lUaqh9VtX@O*_fUL!?E}Lz?F#hX$Xv~#lb6FRDZ+z zz?~;8X>&j;&1r{|{tq@0cjuObUF2Q)tEDRj<1AOi_0NQK1LQ=5k24|*v~K^REP+;H z98BW~W}+k5mnn4Ajvsx}TY-Z6k@MV)6{rXUe*yG!vMQq2*L&|~g+km1301sQ79O%>qc@<4h0RB5czaEmoq-i|pn z;ZvsvO=O8YbX(xfdH|x|BACtrh?iJ^nWWqy0D*lqid>>VYaW6OK%A}jwfPie)iy*W zF4r*^S)>Lk=ZQ)r5X$$l3&yC#{uY7b{*(1dHi1oN8Fcm-Mf#v;FGleucT~8g$sfwe3{6$zt?CI$og3JFzU*F>n| zH+Y3#!%ziY2mO?xirDNSe1;d`Yms*{JE4j{vOaJRsi08B-?51nLKX8bh@*pd#W=y| zSW*0cNTfjn|n<=plhJeigf53_a|XEL=S5V0wtnNmphWYW9Fb`cP*t z;4tHk3YUPxn*n_0fW!3}`sU!sioUs637Vpj0f(j-Xj=jfpU!{>hk(Pa$utUM3(Ttt ze`MlxUxxlU&`I>KP&#D;W(YW>i+9lhhgHUagUQB`v4*RFSlq?aVhsrcie>@><_d{5 zVAn*f;g5KQU&B}fUTd+2*mNNrt8?+SS&lXQ59*HP8BB{U^rL3BiTc zrr^TFhH|X|(S=48$|Novs+>RVaW6}WG~@xq=A^^jc|Xy&(2#Qu;=+a;gNC$0mthC4 z!9>_0rsj-5S_?44JmotC6tJ&G!ATTL&CZtrg^TpQHlHL6*M^wEl#Y$a zQZ!I5Ps|_z`F;btV2l~;#KeY&3Y2?n`gl#2fn|>nqz`QNA_VVnM}uP9Fc`pmk?=<*P7h`1p97sl{|cp3 zHeiMbLArPs9U)k5j1X|cM8*ZK0TQLe1rml4X?p{{3W*C~*F;?4fA9*whH(MB*5U%O zDM9!|FT&R%M;NrtEG(D!JL>~?#tVuI>~IkbvxT_8j`&=J4&D{xteqn+uo&7aEH1Do z0CSHE5aUo>fS9SpxWJRfuoG;KEaqnDYToT~WR19Y`&Y)c39f(d$({&0dSOP^+c;XS zmvJ$~5Y!jIGKoP^W-tYT0L9&ReVI)vz3yzBXzgoAI3LGsLxMrs*`P}opDQEb;>R?W zk$^3__@^UQ$i+VcugJxxt72XJ2uHKw;zzTN!yW~&w?=I1gf3W?(~awSy1j{NZ4f@o zWBAKZb#nTIi)vHl*lq>It~%59N;eu2k&Sv4zBG0 z4i=&^Ga`ZCB`k=a7#cp_UNn59187)8+T4f-E!W{`O+xo(^DQhiF0zvC*aJ zhlTh|cw6j!Abw)V_;GuY@k2s}wqwNn6L`nqJL}c2GxW+K@DcRtEM*^yg=iu0j)|XG z-~KN{-(CzYCGY9c+`TS#YZ|DJmuijmQ`H9SM71R_UXOxpJcSb=y6j@1rmEU(zzngF z^m(!9SV;CQB*uY)DKU|R;Y3!20dIxGM6hcjCUV4!;R?S7F_GpnW*~JXoPHRyLj=>j zn6au;faHji(XP(22;S*UCRwX+$Zi1)n{QSMH`;hIS;m5Jy$lmTxY^l1{|wfRmLf_v zg2+9iPes7A&|dN^rVFlLY}h#Rv7M7|boq}P?r1wboC?OY*EKO*s?|!^r6WFUrbz;DKVAEGcvm;VRetgyXVluozCOU0s7?!vzY00Z{O;#uHz@wpUlnxsmL zQ0^Ds&}Cw3d~&)sz*w|gZvK<{;XlNvll24MG_|VfhrLig43`?E)oa7;r2si*-S8y@ z9@h=q!Q)&n+-GUuAieQjo)%9|_h5%+lDCWrIN%}NQi+)8i-ZdU;6y&OsD*C;u$Wp{ zNF8bJ2wRnvH%*RJhANGjEp#8YN}ZV5;y;evP_@F+V1FmXOwiqX@j03wrAk;N`X8sI zsuHZEG^&L3w+=#;U}t=$0c;R+X@Czq6EC+0=)u^F*HxKlL^cCx@xgKpH{^vqY#Wu* zmX3ivx=&R`R=xz-w%db`H3=G^G&VU}@=6oKkPdB> zJWMw=YSjswCTKNId6BztB+g%&E;yg0z@Q88X3M%@*O)FKT$#1OD8h|vgGKZL*9X3( zafABHr4L3369&kM$h7E#1^~;i4+6AU41pblMqpH&cL_(N6BS$5=uMS|`q67|>@Wpi zUnB+JUI+!#GDvjQyJ>FR(vWx`wiY>!Nu%nf_H!?LbMBBoa#x|Cw>t3zgn5s?G zAvQ2k-iQ(Ov9an9Y`HnS6ylGt{{-0z*kH9*Sy!0==OOqVV2zbW8W4SKRHueUp{Od> z=o#Q#K<$;@>Ue3|t2ZiRV?o1VyGx^X1NhzE;1uq0t2c}wMoSyYFwVM%9;{b|1y*z>38l+ELg;aT2Q9)k;C5c1?fl*sPj_Q`y?kS0EM?J4~y&)7rHt zD^$+5R&p1OB32i`^m(5<8`0M4Y4nPJwWHB9}ne-o~fcD8E|lC?$tHNaS^i2WlLGh$@6b zGE6q|=;&Th^CrI`17Nw#g_o4698tv4(SJtb(n^=V;1#WOp{qhyxv*!-dywjv%bb9+)Y>C_#2O76-2TubJ-#GP~2pQ{mxX~fjSZ*1~TG2`|_3q zocqtjE>Kkxo@c2pZ#g)fA;XC)VS!7$DrOrOhbCM3LB1sY!qD>^cl5X{a9Ii9-HZ-P z)pa)k(-ycaB4G}3q?Pe2w?(i*yuvVXZhJ9tW(P2_RO+)39SO@C@S*UwFd7!pPYfHw z?Zw7gLCWKl&`jF0hFXSRIV@`kdZjLFSVS`fM_KS2!`W3CdY6A;gXpx2P2w(MOXcJk zq9K8?@S*T_z*zJXL()4kAjx6Ni)*tn)(126%7L+hUL`Wtu^eT@SjX}p*)17*m!Gjj zrwe7QY`_dFX40qHqF2o1KG4JiLh=HL!2OX2nk0-WvR4e~D`epec1TRTLee6ZjxANN4aV z{%0`=4Z{x1i-?3>iR6H6A#5VVTmZ-f(qjYP>wr5J!AMY3JIB z$=*tRXbkqeSUccBQke3cPz6@5O+tz@dJeOoFmb@)0uw{!rEus*X}k>2)V;N9(JWcJ zmJ+^e*Wy&Nc5OuN;0)e`4~vp0ODT?NQIeohv0aco%et!Ctwgrw%EPB2UNEC|Vg z+Ld`Y>~FXNXc2K-zVQfdRmP)RL(4lcp8374kHs*>Bywti#7M*We?lQ6M>kl0qp6SC zS%!Cdu~?Srlv5Be1$E^th-}o(Wq1dI%gi|gag(Viz!(? ze<=VC_IGfAEcg9c-k^8OJq zW}>(z?|9SHYHoSI2Z7t={a#D^hEeB{_b(7G41itb{p$d%Q}Vt<$a|cYs=QlCX_WW$ zxAsMOPiA^1_clnmpNWn z$cgfwxv?%eb}0bP#PpJ5k#L1@Y=${b7T5B$0LPI3&E0u2?!w+)Z$Kv9R(nNc!9w9V z1roDY%yjvu!QVBMbL$DRWiuuJ4Eiyca#%jDoh$xedd}Yk=S;sJe(}EnV-Sgu zlF(cUBNo|`ZSW)}-ZJ1*))e!MyDFGw=)u71Yb~2bCL^LgHoGqj5t`yUSGk zsE(1SNXIa-cKO+hiW3Onufr}-t~IHscoztrvLhVAOmrJch_7@cg zly_2LVoXB{BkTf%5*g-DjnH~w;xR#CV)9|luw@67wAG>d4L3YNM@3|=q8yEIL$U&4 z!u4Y|2yQzYrXE|+guDy%e(Ci6SFezem92XiIK}*|4nz zM$ZN2H5VVy$>r#emrN&?C+zJF5JLk*h=RTlY1d2R!kHU|vJzn@0Bo#0!kbbh@K$qI zA{>Um<3^=kd9>WpzCoJf!9Ul^qeBQ62Ed7Gf=>;s@@N$Ri^cw0t2`o2-fHF1uaW!7 z#trHT!p;$=!HoA};~aO2t_X%pZ3EsYzbHkUrQhcID) zoQO<|KKLd8%dZbioA^qN5NzwssHkq@>qNztHTvT!4fRcYpXe|Je_kX7|5OMC(=>V# z{nSl-+e5!)YZMvO>9;FB5=9EQTVRlrToSkwwC5J%v`FCo04%=*W}u(CiLaG>G$X5X zc={WQ5>^kSzm;thUmM(9bNNlq;%b=7GxS1M8ZFG)3z<&F@INHw2>1l}4Aj z%X8wq7mz{5XD&g&F7X+)(rD*%D--2X?L68pxmt^&Bx=pk>e#NhSJsCraIP4fol=8R z2Z)50#@6-1DbuiOb_6#G<{-^A(^J^_xG|!3hPksF-Eo*pC)T08!gS)*04%>w>~TVT zxYSk_Sxf6BD6+0HoVtxR;6)i07;{Eg07A+$vU8{9IVxRZtQh^uc<=^>ua@TJ*5vs8 z2sn=%_nqurh*GHpMO(}aIKR!Xa(l5@ksNg^v4g?ju_0D+6e6||j><6A$$}%ECg6ON z0kEvR;VC7RgNmrU`3Vx2DsLXaE2_MqtEX}0&EBvL=1{qF^)`P&%)7b+pTR<~JK-bw zTs@ga4z%z`@p-CD{iEJo^DVPmZ$k)|RW|h1Qd_eqcpz?E1ivxOwdAr4h|OL{lYm%% zF?NA+46|KFbD%piTBNp9@fVHKL=9u=P;m8i4K`E5k255`d6DhYv zY&xNiroX+IIJC#$s9nJCqIB{iatX%IK8L3ys`(QWHMs=tG5jcH5~8&-hCLhddM$XmeRTlQ4{qRL@}7MD@%o@e03&)iaA}I7u}#F>NU3qTjK( z$f;)LSwYPV*27SPc;Kh8I41RJHgQ~yLvovuZT2deylDQ<<#|>R8_i`jQTId> zwYF+UJkT3|fGyn-I2*l8@aJyl!yx#y;y)XIBPL$p#<0!p>(!~+PFaf_4}Wq&yQ~hKimPAf#G-;{dy!k*6)9ou0KbgpQq2e>GKQl z>3qxT z^-28r9^Uc4PoF=a&mYp~kLdGZ`rJmJKZZ|%z@O0fNAUYk@#BjCXtVz)T*6TAhc9Q( z`|%$a`FFrozkfTn@@f2d44?fOe%wWOK7&8ri68%kuPzzAX^a1Jy!{LOxDRe@_V2;l zU&4>a;m0lh=iqXS|4V#+zW;gpatq$Q6+dpH@1KIt&HmkZJ-WUh=Bp>*>3;uL@VREj z{|)@PV#fcS`11$)!&a2RGq{0dsqX(xJTvdZf?fU_W0ebL{4TfzI4i`TZuryh_lPfj^d*udK*%c*S%_Zn_=`A6|P z&1aCz_riXm!`1O9VM1OMzr`%Zg9ZQ>)SdnD3Jr|N49{S%pd<>Nai9*k`CNOn26pYN z_mw6q!p#Uq(hHmT1tAqsG}=b1`&~fe_3EYZNl5vu^QPd?%1WbBmM3M4S{B=b3?nP` zj_1LMw4pcJN8j71Zo-XA>wROD!M@4q#%OiosNPkp`s$TNxo5I8ba`oA4h2!DzX% zZWMNU7ikoQg%g%t#w{y@@#GbYJGs>A000aeLCtDQt?;H4Y)-N4ORb)RP~)bOUf6w% zrD21x<_gvyNmwvIPRvMg<<5fjCjl_`U_I&MSg=01u={T)%4F&XOD*H{Q_HlifThnJRD7Dx-M9V&qbCa(MbHn(77JEY?4bCCJt~RwZXW+ zg^@S#zNulML-t4BFkpo{L{?a9cVZg4x&2y1sjQI}n8DvT(AQZym;o~b&xbB@I52FT*&qOT&8f2~iqOrmz?8IDjF*N@=X}3UT7pWW78!Tm_bZ zFfeYEJXo%I!O=(6TJO>eN2^m~!`>jA8s=?)w}#>U$tgNQ0d|uUuk{X>M@my;je*+4 zI-BrdUlie?pBVOUDwaj0@Z3Py7h;g4Sn`=D&r-rRRB9uB6HV67sD zdnP``8@}5z_zVmyPlU3Lhy+tTSIPE9F7bOmF+hgVWEa2gVTdn>lhJUgQSvb0j8X^_ zO>{gMYNqeu?@#3biu#nMnp&Lf04v*h4?yW|{-(@yI6*=TG)bFsm;qSzoq zFXXbZ-Lv*WE($=uDrecn-@#r5_u`)xv*|qMaJ_}!Y3>+SqiGDu?l4LoSTeIm25FRz z<^BlR#j#XtoEA?Emuj`rbR=48mD7Il^aRAC0|=`%h6T3@gud$4V|A z>L_T>EdX!vp-u*1`F*IJ7)JGlUecS|QCN9>3}+I`J6=)c99?CvoTI`P zie6An3UYZA_hlA8ghm<0R7M^Faad8IO zI1}_4)P*OkwD8FbLDO{3+BSkBFJ{A@wc3Vp){T~IP+NjihM;@|OpdT*Mo{wRWp+=# z+J?==;!cK@{}BKKs%V1IY8&vT6lG4a?6nQ=La6cBoL<}TZcD>P6M8EYZ#5T8PR}%* zw~>7(VZi`7kqNmfXSEGC05JEs9BJRw+J+HC3>o%8Z9|-XYHfp+d_?i26kPgS?zIgz zn1-1x5$js~@M>qm1t4TP=}H3eq^fP$id+y)v0N@)m^i?N)CS)cxG?et-ZwSuTH9cS zm9@6v*Om@uz>KVIu=bYl)p~7%4OT8`_y&0NHEpf2HP9C#BV2JfDEI_E`A-YZ8)!3 z8cNAIhY)A3ZNU3>$;nXLU;~s%lcW9V1qOpL7~5N)n)c&&v! zGDxFzEMJ3wT^!4f)HYm)y^8x!$+ZpdamPxo+J=9H_S_zk0a7uP@;JpI z49_r`+t6Oj)r!ZQ%akse(~!MS*8#JXy+0BV$K91cykz!1q3@BpG$1K|_8$8sviJXv zSNJu|-tVrd|D^PNOv8#~@qP#=nq(oK+4@EWC#mUsIZXwd6nMiG-0x~|ssV+@8!NCD z{LE6R=8cz2^{HApT6`lSLHWTk(fSY@SZ-fMCjaNGO&|#R0XA+R=Ah4wT;xjc6=k!KyGTTUSgBf`4S++{lEi3u->6-P zJx?nF#e6N6wNbU^V9(gf?ub5e$szS|cS)7#5#HoUmT_i4u&hY1j)gk6pP89>AFZHN zwCo*2ONJXlCUME`Lhs z+V(DVzNT2Fl6K~+5wMG$*^y-6yRcVrb1FF*_-=QsXGR{9)93l;jiDF?Rn8$dO>-lTq}cl zT#rJnWXi;EFapdQF`JPYur~=EN(!3@_LC}NXE1F|s|ZwQ0_x~WwTmkoR>Llbqdk+O zeJhVydECmQSFRmc8VypNEA}zH61}l-SB5%&Z$w0VBG@yrQEvF{TM+h|3nxnB<(a0T zO@B}5Z1b?uMq{$Ry05QP+f>=mTdl3@D-G8B6s&|hP;3XU2ukdUo!lF~o&!1F3^a`* zb-twEG68y50G$b@w9aH-wbvRYLUuX@(m{9{$7%3)4G|gW*AvjKC*Wr7xEkOEcuZw_c#JKjBG&M`kPd!7 zrmDVyD4-a}NhyN34W2}n$e^BNQ2`HktFw$5dRMU0WMpb$s8Oj-%p@O;I(nmjJ~9Xu z6}$+qsHlLhp2kH5FA8!KwQ^}}pgui5UWTl|(16$mHrk6H9=bd@BVrb+4c6&`9p!Tj zLY=4DU`TJS`LA=M+8~iimcoMrY}Ab=Fq+rxkFuG5gN~qddSu^LA%PzL6n24h6DS7l z5Q(F6GH&6;2~Bs5xfCaC2Jnva+fAt9KLQ_tvfql|X`7dSBw$)`LY~tk-q+sY|62!! zzeA(~BeB^AD2wgO4Y`L8tKpc0}Ngfd~7?!E&Q1lU>6y~C!)BX$vU`x$TP0CTM8@VYVBbF->Fw!JuGJ>u2 zRH{koFBW$)aeOua22{}mq}8P0O_S_ouSpq1sPWjDUXwCxY1kmNxe_RA2@3|uiRyqW zdsdS&0l?f7D5RfLYf`!qG2{~kJ5t2yr`Duc$ww4VDiuh7%e^MW2GcP2C1O38R4K+t zj?4?32^WBnA;r@Ogc?SUHiXu;Z@mCr0I%!3Neo1l#x8*qch*El?$EuCpT6-P1ia*Az>_cX(j^ z7E4bILLFBZizlahuxo~>V!$zS5&XvqD+a)cd~4Abp9NqsZLyF#(%i8IshLf1Uhhz) zF|&p4Z!Fa&X14f`6&dVH7aZ&bx#o)QPmqVmpR|Fqp~t z9hIEA;@_H&lFnNZeY;3fKEg@4h|buZait|8CE&Rh={J9k1Nlgp)v3ZtaN|^w{#NUU z?^t1}RZ*=TzO!i5tfE}xHz0>B2ebB;@YVVTH8xneCdaosGk5OE@hMlZSu6v|nf2KK zIJCQytT4Q9oLq^)+EK7+YgCoNf(kY*P3Dr&bOg3uuxaU|ucD>Ef=x@aZAOh&uxaT^ zE){hM0Cvl27*te-UdV#Yld~#HS^k4Dh)l`xCLA{-EV3Q~(dOM-uCY)u15?Q$%&QTw zOAtma!ih>LLyNzNlWE?Cy^4DfQ7bG+_-=Qs#2pA{v-6$Mo*Ua+Jct_rSj>aSXm+L* zY)S{>8G>Ek#&G5~nm~x9AOBWogaja@1R?`=S^}L4HW|JO41Yd|fb&QmJ72~SQ)fcd z$_q@swiP>e$u~bFqGwQCl5Y@wh44*=DM%J>?hne}Wbb7FEK9CWpN^L(4Q$Y3dG>ipAcNnFU7#dF zQeo8`*yrVRcO1EtQk@Lo-Ru=vm=Ks9TQS>68Hf`Im{v;FhJ9Yvv==Kc>i|{^B`%?H zu}x8RDUXxNGd#m&ZmPYQTVFipT&8@D_Ud~kadkLm7Sauxl6_;h- zm*T)Ok-LEnG`F`y7C-tpbKiy#gnmC8KM;C$YHsdi-N;P_8SeQs0w$+Z@;FSYPoPl#GY+PD_R>>^Jm4R6`yYz zX9fhz#J_bcgus^5idIl6T8c|6zG(JPqox&Y7|5lf4kj_kKxkD(W$1-WD?X4_QOe*n znpru6)3*s-+unU({;^o5l6L0R2-wBW>_}SiU$Iwlb1FHlc%3^|a-|jD0qwa3wz&7r z%9uY0!19|^X=z1iTm}2UT+49gHX6-Td5beb0uWLHkpVj`fi7vquP}UZe<6bcl#=%V z0?s3O&yMc{V+>X(`@yvO5(_pwTr3V`dhrKD{0wN6{DWvLgnu$jMKZm}!x5ZIG60t8 zMIO*n`K5^T;*!gO4=KI4171;jk*=P`>BSSnC}gA5C~qha!B&>ha`(x;Z z1;&jS&%QxJ0>=Fw?1C|m*qx0d3*VRFG*t$TlULn)(8TFN{wy?em8A;_r3ESDqngn7XyPy+DSt*4`z11}pTaBr8fH}YNU&uN4;Qdq zgQ}67kl17+GHm-GpvdHapl9o;)Kj%oDo(?mFr>VC3GJj|Z=_Zo_Zp*RZ)&14Qmu{4 z<1}F5r{cC00+C7BU2J$QSyZXvdqm_Mwvz;1?_dK5y3S7K^qZ_3x$!Uk>aQVSg{8rQ zXlv%QZ@4n+1|kqKcbET%o%sex+rf*`3_}wJ{lZxH zSH+@EW;cETfWz#DmN> z5m=OOX8`6NM7jLxYq{KFh8a$UaA!Q z8F8U$*Becl4mi*&LyyDj)mA4t~$g|4ExV_7bY9(r0#egNsal`bG&boV)536 zZ9pPlw{7i%vN;0mb8I*oLN353v1#ROh!B%yRA4bA)V+RlRX#lyadQ))b4A_(;g0*seYOG6ANfZ=1eR+B&L)0riMRmVUG;b zC=KcVK)^1BbVpLd_hGN%24iw+_{;8C$(0)Z60}#C(fBO@mfvVhOASl&F-Q&H&2Z*6 z8Z9;aS!aZ3sbOTmPD`LmYWRN{zFKljY_^n?ygwu0Jd(FBP6%O~CDHQ~(~adhHd{Pn z+&l$k&@nOryaNEv#As4aBeDwNk_;1$OaSw!3g?9kfMo)hhv8JNC?WxTG!mB*z{lVf zC4lMbX`BEKmVXX3jvT;fWu-AST&{ObRBMCX-b8h1sM}l7O)ekp=zn-_Rf-&v8 zkBJE-52`8Nh4@N%+ux?7t@vH?8O2WwFYDd$;*#YZ2k>t5fXpFjS>6f()3UrUs-Ynp z8e(@tG{8>`4O`lahHE;2hFG%uIM}{0zWaXs7N#=bI~)CbGmQRpXrp8^dyd6D6e)mr zT?a<5=eoOeiD)U3c6$b7{1UKgMaIMMfI!AAgbZIJ(FqX;i}20~oJ99#=#>MBf?l1a zFwVmM>Vz6Wp`RH0d^0*PW zs+MfP47u*~DPWdz-D`kcJhKttR_3}B`X0@e1|;Rrbz{Fou6w%)xWcbtu6wT_*UfBz zq=mz=IaY|<>5Mm>vfYPWNC|B?<65-tHIDS8(dacG4_K{5;YZ8IwZt>h!KCn;B*{?^_Y z7E5Asre|$%43kqTG@k#rzR_q z(jJ`lN)ujr3`*Z?v0|)5EzpA7^m?RzaZ{Jn0)2#1(1H{&HDPNgmzsEu zGc|Loi6>tj%lF+yEKv{w)Jcu<9m2jj8;|#mN`<(x{dFwXKD4ur<+ql>yQrT4>#~l; zIwHcVTE}90BbWGnix?ooXw+FcLoZ|jLwD9*$ix^r6*&`Q`w)mWZ<&2))htmN$RNF{ zgAlNbSJjaMhUa0g;`T#w0mBLISjlBW90%>WMc^$q#0vmeej6gKfMIXoPT^DRD8d9s zGn~1NCQwN+Yuy+pdnVSX6`FjE}{D-g$6f#WO zM*HZTT&osIu!UFKAT1J4jI*2Mj_9khe(H`fmkNn(0N%}_v7|A7K)|#LiCF$$!GM3= z+aRABXC<{Z;IHi+{+~NA{2e0w7v8#USm|_`#Z#Pru z6%$&)M8YEiE74vlyh!1Q_F`pu2e4w;7CjUZm2XlWCu|v>Vf=JzdolO?;xXr9D@u)J zsFg^cCT6Kt;%lIuxIY{?gR)j4q3_X*YCux{S_$lzsFj#R&cUx?t;92J7Gc5$0kP>= zc-x;s*pa>FR5GzzE1B3>?Lo6NsFv_HRvM!o+NM3QDsl=EQd&YE>VuH0HgJ7Kr zR>GPY|7`K+T>29aBb)@kJQ++%LC!kEz^v6+yn%J2z?j5l1dJq!8I~}4wzbA$G<{!y zpgf3{FxE#)uzWGtFrZd$Ow}fU^~Dn)5@TcDV0o#qdjT+bX2HkdmNJc2OxF(-i*uPw zxgG!;i!|`2)E}JE+0(P1MyPQ^RWH)`jHO|tZA#N?Wpt7op5=@J^x))&K! zoJg&>&Zk1=_c#+g03lOI?;;Sb7kXTSj)~WG-ed#z94U=m0(+6Hq0LAxz~93?NP?Yr z;>Zj(7XZyNTG~*7CDWC9uz-4L0|+r*+Ef{z8pqPc%e%deqm`jie1dAnR(P}`#yi4W zb-35p=N)NLLkkfA_nE{`j3R$R28>J!t`c12CqSoEM86m4B(~J*MDV7mRZS7?zj|_d zHLf*Zz4l62ZC;sJ*Bc^TZVaI0VErA}D@tie_zriBcEab}#vf1mES{Y1!LH4eZG0-T zt~)?;ZtkN+G3^b&Vv1=Yb)>mttvpiR1S_b9Dvg;fbbn*1HZilse;n)nRlT%KL20;8 z)xG#IP2N&RZ7-ylk#^oC9HCC6ZTYm1K9!vM9J4APC7n;a?J1I!&*P+Q@x)t|mV}f* z5?iF-{51~bBVkr&B`d*=vr_t7FKLe+br`OCV!=LZla;X4LNwgHlAq!YuW{#An}(6c zIiw?2t?RJ8k!w=^4NUeaiMAtHS%HnNPgc{<11-ACxJ* z(CvZVZW(+AhLsb%bwomc_Hs>Ndn1?ly^|Y484%mb??YJ7sx6N3@7ER(zu2|w7I(O4;J>wAdRxR?zafoC7#xi z>bf0k(5ra(C%L+ACwwfsqvdR#?*Q!;=V<}3n5UJ|JWs2xlaAKT!qHm9aOO4|Ekv@w z86g1(DS^mbesdzH$dMq~tvh0q2pt16Xw(PrXDj95LhAA7#Ot^NJm>tf@OU zKd&Il3gMLu(~hjEtAoNfX`Kv!WlbGV#i_heL`~f$Bres|P2&~S)X~+`xTbD3#59Mi z;{&jNd81UDjtY{Zst2`pE;>V?4I2i%3CZF*qkRU`VRynua==jL;{)aUQGA|4+;7mE zYyQ*RsGbYRVJVo~nG=qOrPZ5E$Gux0c9g_7SW|hn2TH)Qe;szgSQa-|PKEiTJEB|) zpFRfQ-7FA|m$yc|d=mjHv>NWg_74BP4h%n`sB0UbEM69w@CXGJV!t!#d8EBqdAI{u zF&^I%IvpyGQePm98J}YK```BB?@z_!&&8^d5^AXaO4o+7RQ>gDfH%?K_sF`Np%PEb#T2_|XCFE?tH zP4eg$sCS{-uQN-fnm1l9)u(D@#U;rJi%C>3;w2hVZXb<&7WB;Ks4XPucmx~ttW|oQ z%DRyo_tHN;2?3LTELj+=g|=3Dt<);LHdcnAh7mjjZ?s%lH`)k`Fa*a(Jgsl3(MrYE zWyRu7Mw?#_fQ=Pfc+(^;TA@VC+4LGhjfd>?YI);_c|$$O7w@GhDrU|5;t zwT_5rq1IT~-pD0>HxL747)^HZb4&7GJ8vFr3=02(2}hrO7q)a5%rA;1rWB#a2!rNq zFW$F{P=;);4QMWYc%&$P$j}R!?R`VzwU92HJCrPFl>z(*Rh0^D!;kD-FruFqk75&fG?$ znPq*>2nj$)2}B0$v;?|jdoO4BD$tu9MZkF^Z~u6@Edjf$aebOfcsxV-ugOx1V|vmj1-#I zbuKi(Yu{7^<)q$TZy=GttG&@iW3s-wudh_wRN2s5t*z@T4c7Y<=8O2~6rcyL1Un7> zu9<0WR~cS4Q}WNCZ#>q3)CGtt8^hCL$uCj4d01=B2RQf!;)LQhH~ZV*`keW8>C2?g zWPJ#a+^e%m5%nRzM2?~QkSFkp>O<(NJ@p}~YHmJbWTajh?-5xIm5{;R;7}*Ho3Lbi z^fEz#{Rg1?JUHU_;crB(1#Z0G+`e9&stv)>7zE1(dXys^KSb50(|;k#E*O61Gwr-;?KSC zr{BMiKJTZ`FXN2`{uiK;a~Amz;I~EogLLa5`uqxfZuUP5_ebC9e-*y?U&D{DbJj z{1JUVOrP86^T+Th5cm`N{s?~mDSmtr0B!akg-aOf{qW`Nc|ZQ+BL5D!>i2KQRz8g% zkKwaF!;ib@&S&t)JMrVc@YN-wH*N8Mj<x8lcb^!-!tx!J!PuSeH|mh_*1r~Cb1!6$4J@EiDZ#f<+u@#hcp$D~@; zfMVJgrVSq_s&d``n|Nv7hXw!qH;UNr@#8dn=wzB;7Q}9Dp&Og0NV}nyqlXV9HpVxe zhaW#c0RIUeQ~oaWuD_f3vj_Zv4(}!Y>?8i{C;l8D{v0U&c<=|%aS;BQ=N}Az{6pab zhKVFTXMX*fnG0t8F8B%H^#JEKcdk#@8|CqV@p8RhT34QV>rAYmzb_{p70al!X!pP676~o`@2V2ijN*_&5L3ev=^+r&e2D6E; zTEL4hYyg+bgExd{7X8Y`+OKyh&sZayvboVduHHsa-&XW<#zRy*?8!NGHkit4UmPE>5U&iU;s z4RwwF&JI)XZADV>eT7gkdDk#I{kj$9+#dRUCY^qFb(nsiE|Pxt%@+OCUEi$aBfYE6 z;puNARko+UwY=5oip}LVxVh%?mpPN$FqdcOg)FCBkhK@GLnN`Mq)3SF3W8K`b4K(7i0vqb&RNDF z5qUDA*XzwSUo-m|QHU^8&w@+U>HUm_{G%O<>nuVGSjdzuRpvZ67m7sm8^ z5J;raL7}yt6+KkTiq_N8qOHBcROMbcwy1+GO*x4n(YWQ0llz>SNCYi*XF~;A%uZtT z2-c0<7?;j?7Xl`KL9!tz=ciC&^o(LrCzBzk0ARpWaxw&OnnXlPhO`{BcsW9~$1ElJF=4>~IZ^7l-e!rA5dh{MvmjNQnixG45ktmRkQj~APYtSC$ww4V3aX~R z<(3$=!81%@i5QRTS#qbI?@Y7+giMScPavLTiP3*S9w=_&lDgon0vpM?0B@RF)pUVF zV)VlZH?9qm5~ClnG;WaETrtcK5he_f6S>o(4{ifs`SpP*F)B4ekQilDR1>34RBTzJ ze^sTS9)KvZ_M$#Of{#Lfcs10tex%|z}d_S`~<7AvC+z&c@N z1i8`+8LlD^QnfeuW8CG}=-INpaRoLWr>1Uiyo&XYH*DbVT(o>8v{x7{w*avGv`n)% z?37e3kM>aVz3G(v_YPC?Jw;OTBePFQ)dsNs(P-k#41i_L1<&KCJX%D}#cr>Fu2ap$?s!Et7j*SBuDN&)Y?4tPf{g@VN#MX_ zbz`~KRh=jg3|5Dy2gKp;-5&l>8y@fW=>7?-+OSala3qLZs4-7j#$kGM%{R_gS;of7 z(B-`v87vhVyCyswH&PSsGbMMdKKdxvYtT@67PKcI+kY;0!C1R-P$~;bU+sHJ-N!QJ z-SA0mrMK}x3Xf=a83y~^G3ZkAaW;T=v+-qZLNMcRjY>YwAYfX_$KpV$jrh?XAiPAs zGJK4*7axP2z(=6mLVR>-46}%y2=9wbX7C$B#+B_w#w!Fpk5ekS=bylP2H#n)ni+a^ zIt>V3UXNF$A*x0M)?)9n3$!e`JP#-VV8tbR3us_bs zmOvzqg8jVXoprHRQspZfFhe0xy2dQJkZ8Yw@#^r@n7S1YPEB%eh1EbT9vBKRE6a!y zdLB(J1{CElBf@@(GNSwN3crSBM7wKKWztRyvDrv4$iWCFGDjfj)OtM~Rm5I_sL)qh}D4SFoSZ-^+R}6N+Vj?Wqoq3ev?J9TY%C$^QY4jLgKK3Pq#d9tzG5JI_18yR<$vKJd!P^;dW=6n{zslb2mOTv`Xw z3a>P>4)9;N`tT)Uw?D^iR#8$ zX>w+ZHrwouB%!E{#7K~Z*D#{;^Ys^vR_fl!)Wi__c(51ZOa!GUT4lf7`Q2b^7L zz@rt|cg}+?6Q^LSm`3l?b7AY4;Gs*$Hk4}(@6yS7#k&-CP+d1xUh55(NgxuG*iu*& z2`#erYvsmNZ9?>5{S>IWN@F@???8^A?8n+;&i%_?8Q0YAP~Pz2oj}B?Meq>QNH%;Gq>*+o%qOZw>b`W0 z1SOOjlA!Z0yWC5_y`q@hUXAOglYwlrte+CEBnQ<~?B z%2$^-?-$!UaI0ncuumXbFCV@T6$FIrEsCL59-bP4GjxY>JHWqMq7+(m^c7F%<<6w6)C)Xl9}_7&kQ zwoN1bWU((=jhpZF4`v~CVPQ=*>;{01wgld6Sv9m=IJN?z#`S?-IM!`x*f88&x}b}& zV1VqZ3yuL``E@~Z;g~cT_7oZ*PCr!xSjlJ90O@aG=t9J9l`Yk6ujZ2GWzO_5NOOi> z$jan(S#^r6Q$dd?XPwH01ftEA$y4qEm?$Oz8Kg^CL%=RBp&GJVJX9Tr4KX)`CYNTS z>>l%Jf@jUnOcT2k*F_O{Hch?J9UZy!(d(f-w*m)&Jf(uD0Z2sn?hk#iVJ6M7p; zV^ivG=%$C51bwa8F-rb;h=`j3O_DzlO@;7BhS^0H5AtLM=YkA?W$_?S*sA#e;P9G%g<%9L8ey|N?gS%V-q=@qLoSzKhlBaC&8G3Wg zH_x52K|ugZ;UKSu2p^A|28mBFCHE{H2T_HG5#`x8eo8>Oe;{^&vckB3mAdiMz8H6k z)vrnh49zM1Y@A)xcfv=tA~5rlMS8-_}46<@Yd z8RXyAfryvZVxKHH0r7K6)je8u?R?u?+Eb`T=Y@s*sN4kNQ?v(Um8YKe*S$@ z{Zz>tt3X*-kl&-)uOTP|bE*F7I&WZAw|Cyak=@>vR=n6~9(%6#s%?U9@*4aJL38WNXXJ^A#LGwURXQydBbskuq zSZ6n|3Kf>rS1nZCodmA1`B9*YVe*32$8lnH-$22L78yb4*^pQSlaif z7TZ~acfJ}j@VYK6ub(PU43#el>dV$d<#^F_3#$gGzDA!UEeUizsKAUF{WdfEk1ZDK zvf}1B063g`w2B+NX`;23&N?iX&bo4_ItJ$$W376Im)qey?spB4URbXWy(w1ox2Gw!sxB; zzvD#jEEQIhDv^^*GHV^C@kEg{{)a+noK}))C9JxMi2D+zai+i3g%ues zDN?5XY=E;`D3r8ao2FK^ zNhXWZxd$7F&n(GG=Uz)c45QCAv3!A$Vu0*Av3wnX<)2tuS2}x$*(6R_RfSmTO01Bi zLek$Vw5-$CTrS0Oqce34iX}rYWFgoQS$iRC4$v&mS#z*AfoO9f*e_!tTIgH~!CubrRbUX{r3g5Wu$gMS zn8=tOViI(Dv163{F-pYEppztjAesu{j|{VmECl1xJkA9f0Lwx!p3hbJp@>4T86++h zf?bPOR0u{_Pmw~f=0DF?MN=KNp)1#WD-**NNKFkissr^#4fc=>POIyOVAIunx3AGt z1L5rQU(4?_VTp3P?7U)Z_QS}C44B|u<6t_Wr5$93!yODE#v=FH&$b|)SYS%}Z`tYOI=7rDYAYoI;1 z`IPGnmNmQ_fVqc5NX%ndLxGimm@*b3**B=wdl^F&kd>yO1!}I4KgPLB3){z+Tm#w7 zw0sRV9;fAY@Hi*sHLQQUVWXLtIlH?Qf{vga}2yvU%xF=%1WK zTViJ$`X`|)Nz;(h>vOh;Zr}Sx*6oW=g1vQ5Jn=+wtYHJjqn6Sa^snJt7Zi-HI-Guj zgCgLEk&$|3yce#!;*K~y5KP_CL%M6&h5HVc@yLn8nKvaGDAnt@LtzBw1n-iiUhwbW zm8({*T)FDtZvM-vmC7&hQ2duwE7iB~7ycG}SKor~ye(>+LnhEcThW9@B>(>yEdrxL zTm(};0McSE;Ql5sbn;f$(w_))%$MNNR^(*QOzKC5GP#W`q%dYk8=-eK7fepiG?#>1 ze$JE=rGE5A|0k$GD3tjKUQsBMt_lrh`jMT03h#U{g%7`a=8Bmve+67d5j_7C_=dlp zMz*qlhWL|YM>iM4zNEDZZ0)@!C|eqRqaeufQ)Z3m5IbCjwSA-2Mpu2bG+FLO@1ne^ z+gkxA+%%>q%O@N^GzNOcTOOp(mY>*$AmU$;B9VvGl5)=zMEs-PT=TWF90(4mU|G;g zJC6aOl-V+Tk@mUwg!+rI3&t4XiY)A=9)GcjST@4PHjtv2v^AC6B19x! zVaPhr9a%0RqWu88n_;YJ;jJ(-A@q9@FfC@dh@{qx34U8(Lj1-saZGzLabyQDF@J># z3;uO)11!d!CU}+&zrVf1Kf43N-`k+HO-N~`zCg@ke2U?(++O^ZipQUe<0hrj5Nl1> zg0mEBT?&Zfag)Hhld;x>zPCTtiv1F?*0AK_E!yF5KG*~vHWkJ-gQc-C?-k`*weFQS4V5Pw9xh}k;hw5q3HFNj>TrlyWuyZ8 ziINIcBCmx&WMcJpM2?$vlxPG8M5o9Dh9&2k%_E3;EgLNm(-ao&a)=8rJ-<{djpLCc zkYA5a0r49Q=^tU;XvrkCAzem=Z$!Wp6_$Jq_JKJn{MgRStcje6uGVX*SCiG_b;S;W z?(OZBOLm6K^$KkK>50dJWwRs?5p(N1;kIgC-B&CoWx4bh0WctrCMd038gH6}MvJ@d z8VjNmj?9tQA0XT~2Q8u(xFPW)OXKZ`y?&1{VSt>-mV7#3Vf6n3VD7P3(%`W$dVrQd z=g2tv2M{&n76fs0MnyGx?nK3S^c;?BHPdk3s}&mR8N8EI7u0+V+ilpE(p!4}D zn7m=Boqp>1)=u=>2c>Yh)F`c93)<=U)5pdtaP~_5L^B}|)d&eMa#4JCK0+>@obJIc z8RAL-dp{H%4R{|nD~uhuIw&4 ziE~XbY&mh4NJzxQox}oo-=uuSTL-r=el`{x$Xr}-8I8qd>NRjdhF-`8EO%t(MVUiH zyVMwFx6!q^I1EmGP_Xkq!4I)GT+Cp73%}EJsil9Hg()(iUmE1^K)@~rxmu>NJ2E4P zTn_|iJyD|*NuOZX#3vYkex%sZ$?Wot|Bt;dfs>;u6VH822nqKMl?Y@4Go4Ejk*Fbv zKww}2*C>IRnx2~JuJm*_eIyKQ6kQLZt*$z{g19QnqJkGHcpxCC9Ik+_qN1)syw7z# zcGq?P?*IGVdv$!T>b>q)Ro#=YUk;_6)-@5Mu%2Xr`e4yXu_SMvF0 z6}&6MkOo_9*d?rK$-fQPD*W*FjYF{9x)6u@HKNB<>;D`&=kJ0`eCRQ78w$q%QQw*W z^JsT7p3ELaizXy>VBFJT<2ddC!uS3s3Id;w6>VOC&J&;B6 z{xy#>0L9!Vv~^N

<*ppmj(r=kp*IJ+^(h{Ji%l*F&PW3Bb)XDp!geliSdKPfaVoz)-M&o^Pi z%zh4t5Y&jS2DAoIE3?SSZ2X9EjNjI)cB5#QJgcGZ8{^R!R%dG0ec6I8aD?3r4J#v9 zcr#eR6k(AFR>!fAZ(^%q6+IgJ__n5F1*N2leSCvKLD6z74N@LXqE~yMG4t35W4oc~ zRebE@y$G0a>?({u+54?UAJbpsT%YaVV%~2Zu@kPVYfmB0Vj&*py3G51r!mq*6M^^p z)2xZkz2EmoOb0Kb?Ug{h6vBR&4Orw)9_8L-RqbL8xdU!`s^b@U)|r5WfE;tCj~8oD zF&c0B`5pDX20HeHI|9-|ss(VZ3#SBRjEu4BmUSmzfv@yUUiVVG**EGmf)_R1D8`^6 zOEu;`LH0qfR&xxK z9J_KfylMk9mY!FsBJBaU61CI`7Uf905f)R{Fx?_!R#C(B{2n9soGg+1l1z|mP{XuC zd~>A~(On-+u0~W4HQ~h>RU@vzM|=x}>Mx1~lxk^CLVsr7E6vip8X8N#G~1~WF$;4p z$S<0~(94ziHW{somHGA_(+63+2dc)qN-V&8mH}+Ka$9~2%mD>LJitJps`Y)(r?RL9FtKe@c zTNQD`vllEcbcty?cC}iX!Y^Q7^x?kYMy*n|z>F9#PBd%ayr`6O);Z7!+^<4D^?oUh@Dn7Se0FF8!8qAKUE&W@fVy>Ti(8`*CA{ zh$ey+hy>W{6=;&-{Tl+WjvR(M1{kcoUt+^)R^DNk=#3~Y7nDztmGr;a&N85o|6%A& zz@h>QK|p0fAqj*{km*emCMX>wXgJ99ra3V(MP!lb-TzvkG?wYT8o#kjZ}x2;$@G5v z>{(FU4F0)8kjR;FrJ?hpnKHwWWH($J^J=4cvDQ%Px1yd!7m~l9j~Fwx+>$({(LZn8Jm(m1L;QOT1v6MM2}|;3@c9nxya;Ot|Oc5Ll{5T!r)X z>a7ax=~b>`M01dmC5DfgL(C*Gd<2>|(_b_Rr`uR#Gnp9vH{FHSl|6u#vLKJA%gc1s z_66p0Q9ec1=X7`B_jlRD&qQqqNLP{G+@4>|P%~ z$Hmi|@5OKUrU27EcCC7qF zD9t=nLm6|*^VnI5?iaNB{tM zo|&pZ-y_3FjfcQQeH+ut;FA z<0R@OuY*>@s%%v3ZgDM%9aVbGYl!;CTawn@~FAx4;H zEeZgI@h2xtXwj!km}vi&SrWCbJ%!M0%Y9iA^=}#JD#$_CMBv>2HK+bxDvE@;vJ?5q zh>dNMM9pelVe)iiXT_>JS2Ue6oL;8Lrtb3|z|@9@T`cqD1gJEEN1m}(Q1r&deA61U&T1h;$Z%KVj#!syEUO^>nni!8DCUzuPp z!OD!}S8Eq$Y=&6-H{vqH+P`)4CTpM2e2LFUH?34w%O+!T6K+V^YDqAPASLM+No}Vf z+>K6`l;Q4ga`UUZDM`=0)>zWVs>%Wlf!FC&Y}mx>BwLeyvXG~%WRa3|5soUX`}n;O z`o6>*DydA93!%Tv^q+yM)|86YAq?>3IZZX0s906C|9RV+;_{M6d#p0DHXx zO;VCxL*Uhs7q7FG_bO~S&B{9iQ<6FiTeR5%!u<|eG)UIxJFATsf||IS^Y6x-OkB8}bHwLFPf>Hv$KRNXdX5>3Y%Qo)nzcOS8nY%oaSK1??RNOw zGRwV#eKZ9zo(SPL_fzoGko#$Ny=^Z1a3_2fbph{YzpjVJhTMDD_s_HIz3h4)yM6(# z?ica$CAe&v?cUEn9)OP__d#}jh+V&oH|DrsfKIl|cmEmxn(uyv-Flc^AA#$&?mck7 zaJ~B|{Na8TFJHsUzu@KT{%_yFZ;#>Sn|S#aULL>~U*Ucmz7G`+A95duFHrgS6F8|) z;^jMd$Net5eve)Mm0iEju0LScC)o8#xN-pQVSoP+|NaqPz6cFn>;4$N!c-rEKhB-? z)wao3s>NAf4_#Ohuq)570$Q( zEqv^nc7Mk|{=h%}!aru+%I-acOXq&L)ZID3FT3mPSU`9eZ@GBPU)^2K?;prN4u%it z;!yr^IR7}3e;my}j^!T~e82=&;KwX?C49KY!(|t2TDxf4?T4?>&Pn`Z06vD?LH@@Y z_J{9Yg4w+sXTA!^F;utGukGyS6gT?a4fIZHDL)al;nW+j^^T_HOZSL8`5i)o4d_?+ z4TYzlx{yE^;KJf8;NPMRw@%e(;*C}E^)+_2xQ5In2PI@gq8u=eNa*FjOZb$nW}{dt zHsDN0e-|bf!Ep}|5X|14DF~QIML4#m^wZ5XDp#&yb1oG}*Hot(g-UrtZr!>ykRO4G z6Z!4-gj46hSR)X-W_Y*=8&!vgb9kx)z>A$zk5L~2GcU0)4ix~yuAZP7gLt2!3{KFr z;E>+2%H(hvxAKb2KsY|L?l@!Z3Kj29U?Gu%e3OvEN^??3b7bbR(e7GrnlYlu2^!0V zA@5NVP>r0Tx*vTmY+KS>1jOs2bN0zY!En-~p~isNU5i6tnn+w4>VdpAahTRTcG{i# z!!I(2h)J61W@z3_;R3GQD1hY3NM0;ru zX1~~HN&%rf0U!&B^wvCl#=Ff06aR@Uj-3gB@hj*l{@iJSy&w44t8?r{P_&T_Z1zUF z`~EcvMrD8^F{)&>g5Q>4Z0TzS^C8Rj6SbFIVjs0#Q^^`rB-6I%dRZsa9y>f)8Ecjz z`iiHJw&ueDOGQ`#8vtQJb^)rtf=q*S+L+P%B0>SC4%2BRP1wC1&UONA`wl$f2?r+f zY4IEW>E+YzAC`1+8MGmZ!d0%LunAwS2I1Lx2JLhGLczROzs6#Jd6-p89I(p6n4Gg3 z?ug`CUb#}%d{ebV_|gMpI;pLMKtkHx2$#_y%ahVU0jkJX`%VLUG0jTE7RJ*N}H^jJ-M3L&Tq zk}#Ib(_`7x6{eQ1iBO=KHPLyE;VV%2#abkrnEj4Ly3mUO<;06uIV{<_FYFN-fuSaiP*IjX_GPWm`MoEj%Q;+H7D$<*Kk(b7Ri9-7GbRYfyU1Q)r__ zPdZb?&o*C4I?x4-<4m?>I6=gb5#HC6(ZyW=BGvb`V|WB~rLbXh#K=f23PyseUu?}B z68jYG_;StU6A)~0fT(sxYy4Vy992!$b_Goi2qOC^+zg-lpMM+q7ZvazU#Ri>yc zvaxJLF3ZLm#cwPdi+xL;jm2^-m=(^VH-#>;__@F|J59i6-nD25z$>j?w^bu*LSa4s1} zM-I%+Tn#V6hMB7&pjuFyoSo-!ZGOXM1Pn8RM1DgUe{z0< z7JXcgk2#B@{aa@F4Z8LeVlWosLcRvBv&)Tiw;EF( z&|4WCEX|KQ##4@2c`fglvLJIWny}ERp>+q+fSF4~2he~Qe4ImrQAQ-!32&-;jqn14 zFy@!B-7q(Z3uAso)45{RrV4#M$RMF;ITn~2e(+6bEImI^g)sw;AnIrlEXu)4BP@0t zy!?%f!)WmGw>`$-ud>A8e`kWh_~4};e{#sOJNP^BjnW#7;_qO5#Ej{rT7k={Q7ToF@B*KR6V{!!!Qnp&3cd%21i zo3FuGStURh2>uJ$VpHcT;(gWP=WlgCS5Z5LZssZ$HIp~d5CqhNTt)4SI5UuP6?Jc< zT7Ks-0!T0$S(Q#OiXc~UYf>f*6|W*u)hg=PDk> za}`U)dIJ*{FB@PkIrcT1yv0x82-_+Ax0}N!mAY{o^p}~saSt?>UfpP~@Gs%sy$=&u z`OX|!^{0g8$nVCa=ay0>wXJ+52JG)K2MdH$H@q3*9xYS3Y(8X zf0<$PhtODhY;vdw8SnsZLu89I(EhuK%#Q82Kg+m`+5!Ks$Ef^MmZ)6#rYum|&JNIG zGFm{lOY8DDm}|RrxdNZ*p;31X^q1MXJUJ6&?i1^Bvy98=x_n`eQMoBgR9=t?DpRe? zNcmjdvP_`m25#$Hj5(T+8iAIJN?xzET$7yQtIUZ}XQ&3+?M`esjduIo*qmYrLl4^n zc$UWS=<47|jY@5_*sx3SLFrU25vR%HFr=T5lzwI1=8pw=Vaaxv9@W@|m- z5&;AJs*Gzr)+&vLQ}Z))nQzcrx#Av?C_hDLu$B5GenWxjXPznSZJqoLYCZla+OTP@ zM?T&*wH`N|ZNn*5jY_#_mn}H4s#&rd#Y)-QQM9c~cngCUH?L}LFXAaycsmHJbBA=I z76=gkBRbbKKxASWF_CSxNDhp))glFzi2Ql(H=@V{vh8ZMNZK2vNrP&U?-SJE3|}!; zD~>mY$12Uyk~2JR=b?ZERGAp--{Is3tU^FQ16HFr>9D;jWRpO7xZZH8^^NPG*yPmY zqyrT;^Bd0seGi_k)+(d+sHii#aTUBbxe63Se%v}MONqsq_~ta;f|OP_IAN| zHwi5s_GaS+ou*vnLDBA7H)gpD#)xWj9MieBnAhxvS<%7EVJBt>&l3cl7=>6nW|5}Y zWekGc6L1KdRQqFIKC`RBqxI+}oVhSC?`~x83AxF{9{YuW{&aKDo9w_j6`D6QqBJ@3 z&t#27cHk@taVsS(Vjp5KA$JIDF6l08F6;qp<{|S|0)^gX(BMB2FqFCrhC&a(kYa1n zs}s!LVBgC%J(&GG6x?beAa^+tu%8GK+>iha2Ah)J*#j_08KO@BvkzBjl5R6Vh~Ee# zKG|JJe5?nMSnMlr9#!;5gvUbhjQ0dL4E$dSNWRitkUYphV!UJRI|)W*uyVzyHSK8wLJl_3`lGu8Hr6L7?lBuiBZWUHg5<(M1jVC zA`p9Bg0ZD1FFxe%lGl=uL(Bt1l)6xJV>O-X-ZMgS2EP+{y*B~83@Ge|WEA$11fw#b zFfl5b!rEzOpGz>R^t8nX+g;kqt~SME31DPEPhU$$Pd`jBDg$~Fqmt>VGmiD|3C5P5 zs`!vIrK)6&DQZ)+cfn>|o8lPx&Fb0CnP#B98X&u4A8!?0T-PH;x z8J4EtW1A)iZ{WaqX^P|C0^jgYuQbIo+WP0?YE*<=-aMqW9DDEspP-y}UZdifXR<)j zU=T>MG(pHK&b;WHvo4Y9R3vMHNV^jdF#ZH+lq^ByHV8WIL*W~a%9R8XfXbPvS#cT} zMrwovscg^2hFL0GK*eZI-MElA^@1ZJf3ko4jsDKJuMa@1#p*AQ*|nNI{a_KXc(zmI5M=y;pMP% zzdDr@pi%F3C}IcUKwf1HrP%PtA8y+SYP!ui4rgl&PLF!jDp)vCf4~(UU>Q}To zTzvzAh=nUfC5td(ymCKxOeKrnbij! zGDe+fBG`Jjg*DMR8`u~MH(LE%?w#f5PlTkN&muy@BHU9Q&TXA zRIKOI49<#{W0!!2_1q7QrDr|oWr?I|vD|_^TLI@16*t19CUY(=r71aA`?r=O=OW9J zEGu0Dso2$fjM1H%T|EOc0IdG;QpIlg90`>aI0zbY0`abfDRq`1@SoCsx`H=5W<%kcIt&(S_Oaxx68o6XUZ9L(DL!Pzc~dcp#n7KwB8`So90rZ0XA}Y~ znial~8zW&X$}3!pMCA%^|JFgc!eufii(J=6szv_W-Y@dKqO#W6=1Zb8E^sEJeFYc5 zo2rEvQAWaCfbG;*bAfHxZdi$ktE_dorgMc*PsIgZ#vq|+ITn~2E>M8RGT;IXjygFn z4hSMxl(*L#VX@;K+1JQ8jPCq=RgW?F@+>jf$^?V)J3lv|bY&K19RB3WTHV3lP3`e_ zbC2Bl{OIt{z(Quh3Lkc9gFUcnf{-!)v(}> zGW|bmI#vkRRAT!-859&P#{yC#w&%Ys3$fjf>5DQPVf@J~K#M-5>fZjXqfvEN(mSDB zU1O=%{r8PAmUi85y=u;^StM1>>aRCy*56o>hyx~o6w4D9Y`Q8`#xUs6#9dbqe{f*? zl?9vroGampe6eA%ScO#??;|betaHY#dezAn$EUC%8<_Fp2y$^eC)ZlMyC5O#5%SGIYsBBT(54X(T!vRj(rQkiO|Dsc8lbFP2I-sG#k z=eaeU(v+1i*fsDvJ8ajUH97^o!voUb`uO1B+|-G#x9Zn@Xmf&7h!Y*;JM}P{wS$n(^awh&4W|=gBNF`)?Gp^I6H;X;aj8u4cp_R`z6S@fz#NZ2v}_C$s%q z&q1vu8OtP6M%Pm+DRYxCDWsM%&-b^fsJxpzHP{08fXh-U(Iy5fns0j12ouwdF~?7< zS-T0}iwG188dh4Tc(Y@H61Gmk6|5E_r(&yNArkd?o~G$oG2O8IFlIBSFeoTmHWeUe zLSrETl90``^LQS~rA8QkvJIm}pVEeD|JDGqiooO9W(^STpldu8cR0ovgQ>a0zIUcb z(|lRQ5`Tn?T*08v)zUcegZGt;gi&Jm&lJ&)K`M0LI$~s`T+Q(#RC8m_xZNx@hHK@C zk$|nSVILCv6jg@bpqac0%Mnly)L!k3xbh&KDWZEL)$%Jd0!T0$Ik7pxD1tLZ&Q6-j z6jWQrof;`?;69Tz(d9Em?#`B|f~_idV#6j|Rpc{8e8a($@efKh1Cp30kKw4oI)mQ} z5ij2|he|5F;p@;}W@(O3LSyOmhR)3si)#>%5}29IMzEw{gTq&h0V0|RRv;2!uUDW+ zz4JwHSIe>l3@})E^ReL+D{t%C*|TPCvW9STlZd3&oGJtaopJ*`%^0E^hwxcRMEiIM zFjR3h$Bs3v7wjrnf;>LR1F~aI)hUlb3=k5qQT6jS^+PWc%}HpUMQHt>H?G6SAZUs4 zyFRyBhrllHlkYnlfIrdF9D`(T2uiY8E9)p{T>vlEb`~){>_z_?J1gNQ`@9&j#RuB& zcROG~gR3zl3GrX}ioru1uHTI}DHcTKLkXE^Okj@n0)A9II6^~DuB?|V1--rG4+`6gMe??XH)h*2S=(-i%FceK0KO*2>YTVO1x`mIEvrtJ61_5|Qz zj(e&)d4VA5V^OI2Yeb2pM}S7$N8u75%#0L}z89Zo3o!;s?niM5o8XZxz(?F~z?X1Q z*cXCUYg!IJO5h%px=_FSesc(#l*YUdnm3b85%53mga2;USnuk0f4{r1`A!dDL-*f4 zAyFs2%M65=`rZH0T`>Hv2Vh81zkC087|Q|Ipf*?^G~ew7l12UQ6BB^Jpm5vD9)LkA z&@C?p={8#parL{O*Ih`Q)&odnUBCOUy9<(w7)Xpu-Hs&~mBGptqmrxowW|_YOE9YR z_5Ao?O^hgWIlNFPE`hcZSz_!7@4kpm^52MB_l5*8GGI2ZOGZ!EB^Z?fJ&938=xHs5 z*X*^_3-bO1qe@Rte6Zc6r^UX3=RqJ^&vqU@#}kQ&b&oZ~tXob@W(8)lp%N2W3Y;4q7zL zp%rnwpzLVO=zU{Z0j3Pfj^e<0+0nkghi~|&S9bLH_Wpsmx}zbBo15j=V;8=w2CVST z>yDnqD|>ZNceGi@kliKRlO-L0=m)Jh2g<5ZvLcrw^!!OOAEu8zg{woCD#YB!=u_Oc zyi6S7O9?Ch;WJa6^aL`D)F=r8&nvNEL{7-N1Xkixr8?;gvV~hv?(1}D7{J6#w@7tT zys271k)54MQerN_4%(;0{IzBriiMmiCFUXq6h+IiEP~1rQk`@J8Z%FcVVvKfI_a?p zBIZ*S)k(vMm6K|9AB8tbY7kG{hFyM7(^=8^N$S9ik4%SfQI$l z292d>JzcI&8gMRAoit2pGUw7#nv!$1f2&P(Qe6Y7*wyQe(Vd!I^`biI9`jWbOWR_y z0UP>0gO@^G!J8ekp>SQoHq}Z01KSO=kGSfj|E1|%v7A#eia#(&C|ZsMriM|>d1n@k zLRFnKSmB~NX&8(03fCf0xx(AO)xJ8Zu8mZS{JX}eO1;SUit3~rfT~pM(S&d#Two0} ztTbBirmEM7G7{zjZK{*L2-_uGfS2JUE{Ah8ohzoCiVM7uK|;~8DHpgH8cVM(h@!0m zX+cq%W065J3q@47Bv_O;iyL9F<87PUWgJGgZBF(WgT*W{xHB;Z-#%{^WZuI+H)M3i z@88rTQZ7^49YnslJtE)IV?@3&OGLgaF(OmqPu|?GMIRH#vH)-YM%?bo_HQLCQ>tq> zl~5lrMt5qVJ`-h1ziPgUV#Q8GhJS^@Poc@<&5mVw$K3x%*lJjUN4ft`G#x9XY%2M^ zhe1Knax5SqWV!Ejo{{{vHMa!m(e-kv;{lzb;4u$RYvWAcvGKU%4jSdF-s6rdn6)Rl#LJ?swd6%_{~jyh0$7dF9Gotn+| z&ce>uVgqaVLM389Pl)gDV})$To8>$^pvW%mw5PDJEw7quTV-b_l)ts1MsXgh*pBsy z9_%tyLWT}2wc-TZlPi9QJ*y>WykRxVjY>0LfFiu1PS3KjU^2Xh`*7h&zt>573O3jl zOC`}UY_N^*cfcBLHex%*CJOcrsN&nGTUhhVsz6=eowZ`4;goZIPze}o@s{cp3z%fR zI9kGi*zs+_lN-LaP7z$V4;|Llxua1SEc~#{sOFw)5>t|V-RPzXcza*9ANK@1MEH~4hWIzXepJ_ zvE7)dDU^-`qXm~F)5ozUx?G~@kJ+w@AYbiw*sw{yT2D$8?RUK- z$m2^C?T?R{WtpUs<$chf*^V!bEI%9?OE1gYl_(0FVN$+PTI6 z5lsXu5DBo?E6}7w(enwsGRzb`9UD%w@>X5~Hjlmt5#21%$qPh&T$t_L1G+gsJ>4Mq zGNGFUA}FYPu@r-e3J#Q@;h^pXO^lc6B#XKiQ;1wv_u?x2#_C?MZ{4YTAw#3JlpQub z=xv9v-LoKT8V*@Gn|+Aex#0G>{Pub5gR_ys<=jwV^)@IL+&{hvCdI&4Qt{Px6GQgYr5aP9X_|ra_?XtO~J-agu%Fe88|5{1SfL?S3ANN zefYg_#Sr*{e+^F$xxaxc(Bg05W7o9%JO1$p{_z+7G3!=#?{9JOTmzT7J16*McilY` zkPh$SEf>qc)ZOL${(=1CVEBM84&@(*^N%C>$I<-bSpH$b2TWiEe#~-L!iRf2Ty}xs zbkVfi4_~33llaE~d|TR2Uj-uzRk{ES3!h0&aiibeK<~5;;3viJ zuxmwd>S5J6Dr#cx6Up)+gbEwj&G-$)V45v4xWG6o_+Yf**6I3UEMt{?eT`i$u8GVk zSF1NfkrZGeuB`eV^4G!i;pnxx-MGrB`{54m`cgbYfN^JZ%xQqZ#4JLz^-BH3bB)TC zYuM~d#nCm@DL7KDydk%4-5LnoID=I?zulg2>KrU%|So&h(I>*68;;wGZOC6b`E5NamYpjQ0!W#V9n!kglHV>H(K zhb}>+P^nJfX>x4=lJlNCyHb4-ys?Rq%>~RkUa4_#Asc$70y6#XYw4ZV+Sr!x1W|Cf zGe`Px)h^cR?1aCDT@RI9YDrD4zx4EHG@L6Nr&+7mc@C?dH(;GU=G61U_2R^E9Vo&% z&GH|yRz2@|fE&&``Z>9a0_}vn|5ZcY?mMI*%(lE1d4upbY3#?E##Bz$8=((d=Y4~u zBf&m!tY%teWV8Jn{Kg)Sj&yZ?^DqaB}1QWk~v~fSI`3UJ9Y~Jq!@C8mjRIi0;7;N5;nSsyt z6rk#G^L~t$?cNR*;z5tP15eVz!SN0JdHjZdiVghiyBO(fkd~PvD#RVR3iVCGv4LZD zzCHhlGwixkKg|jSZ!4pCu#X?U6)M9*@gSA+1st%#K!{||AE@p`uKMiOuwh~E@I}Xm zMZ0fkx>u+fsXWV7=+BHLQKBO|eP0fZnR}KQiD1$-C!1fxx7Gpy8$l_4tax8hV>lHf zEtx5GV!pm5<^CPg1J@gPn-2cq(PwABEz?Vt6NQBiWQPba=0~LZ=!lsBX`B}Kd{Rl#ZIWj+r-7@5aQ{i6h&$95N-NA>`m2gt%v?F`U7$^aL0pFr!B?m}yQ51@6FMxpR%FIq$L z(D=8!7q|;q^$-E!P_xPBN67SVq~NDRqdq~5vN+D9W#3{;+y&s;y>)0 zx*mTBuLRjQ^^8rhCkib3+LVLa3NcUpqVaus zx_hgE%hA~u^v_a*z8{Rm)jk4X0~tSZ5q8f_Qem914T7HUb_qT1cYJCT1t23JId}m{ zKWe>bTeVgh8@_tGwb5F)>+apQYZ?u8Pq91=Sfiut8v zp0u;M?+&xZ)LiKTL=f{6<1E0YX6D+8wxFehGJ?QCG6VoEbpA{H`Jam^g0Gy$L@GAO zLwYg$lTC<(3{M9Kh4LA@=46o(;z^?9Q)KnXJjo8h5ZKbTaY&_Fw|-l_IXQfF(H+r7y7{VHrWKL^U<3K&WV7Mat)0b20r&607IX+zSoLZVUJ_3YSUVld zDFa)|^PSdx;YH-3j=3+lvFk3xIWkS}9=gD`;RX06Fi6e&?4j7#dCMa?YZEe2I7_-& zYOs;vR`EVKn%Sy5uwNW_DD+$_=3!DWVko9j&)15h-l@~*q>E*~_0#%RvMvVMb!E^> zzEW=3kg*9x@beXCe7u-1Le3;_9dy6RI&3H3Q7P^4x~PM=VgMZILt!9V#fc?s6gI7o z!$H#JMjxUjNRbt?;iByEOZndOHGD53VxF6VHYg+BKuCyTr7d~Ufxk#Ia1$*=aKu1d zAw)cJHJ?#5?KmrlwOtMEA=a)5I`EhF0AgF008i@TGTw8|4WWg+=bCqCwv_#r5vYk9 zjx1*)#dV~UkrY3mGuhF)?h@ds&1$t$YgnNyE|3e2;$-nE7Rwd~+539%s9i5YeA`Cp z!FM+BSa+Xr=Ld>%9-bM68Xsk_p~qNF4kmvBp##NG;6BJ8)Q8~#QQ^ZWk4e&hFCHgB z?G@QBF56E$3(T7%6sYZL!Ua_aC5y`}8^2A=(DUZqM`Lg9n-Q{MPhXpM2wL7^j+Qj( z#&3*v7t*kgR=Nf|a}>MGw})Ab%m>U88C$DEarB%jOv!lWbl^j7kr;cc4Mblz?S2M3 zy$NO~#AV=Y4(Rh}PM@zQFaSxaayCcu!Uk~HE>+YbDxIhQNo-;*zUs4ZHeKZ5n%4=L z+)Bor+V+iGy~lCre1P<%BnX}H7G#f6P)mz*3y_;asEF*b#dZUfX{glXOe-_U?!)o2 z46-laHltJjGBkbA-s4#^Kl>KKG0e~O%@8_$oKR0kbee{p zJr?aQ#LiYIsW$~XLr<@lnWtoDsG_O4nI4`VGy4_HO~cGq@a6h11Og_^?BozL!||@v zF(X0`YX~p%)X`2^+3(4SJ0cMsvx#G6$8*^Hmh_|~23_j`E2DsxSs9R8dREr=4<0L9 zg5MY`W8a=;Wv!Sr8jmJr{&gGzFU-GU-X%0L39^VrifVHO(pbRu7ZN0Paku%|S6L5hb6dY?KPy}QQqf~6uk9P+(dFcj5=7!@}?M7ArRI_1dLr{^Tj(d;t<|Qc> z@E2*A;5I_Ubh#LB8TyQ-F;$f2MsNUjSd#+Bs$2-M%Pf*e@&@#@vJ`+1N5|T=&729h z4CTftF^0AfNdmLAEb?erdPeRNj`>Iw68>HS&Fy1LOTjK>j0hkek$XcmkR?lSh$-^0>cHzQ-DiY?7IMk`IUH zfWZ?gqty!Ef@bhx zM6ev1?=}%E;L=bD2>Cu=5#l8RjDhX~qrV5hI9#O?c;Ja{+c_xa74K3XIpYmG7bO^#!5SB%O15EVB*ECyZ`k2OR;clvX)kS=@?o5wBD$wXQ&9>$F#3k~ zFekvc2MGO5C4i>EhRi1Q5n#m7*#U*dwYVhrKdkWM_f@#JWBJf z_ZBBf?URHyKav2_2DEugGTQuHf>9aJrWln>oAdb@6U411ej_mZa)QyNr%pcTOsO+j zV~XvJ?X8v>+s@cJO5?zord!U0e=peQ7&9;5_)`F|Gyi35Wn7xg;{H358gp0v3BF0; zl8DhN{FE&cf069o{?(%PsT<_1gp5mW`rktA4~+}6Ka#Zaf^%TISkW#OuVP1LSpa!I zx!S_9u!Ls2G`PbqH6hc@_auo!z$E`>`sT>eo&8>Oi=v~gX5Fe5o3UerqxUa_fdP82 zT}aHcpt$ZE6*v0bx6(VUB^R-?*Q~}=RoW0v?htGonk_bhqe>3KhFKy_K-!qZd?Oun zFwarRJ|+2Joj zvymw~B|CVZ1C5#Q;6={Ij)>-2eryNt%J$&)*qmR9&RvGEV?MNbd>yPJz%-ktkP|HW z!Q7?C8$(Jo5gc%WWNYTW6-~5&uKARfCmls_PzB`<)ZwiVc(KNr7+Vm*p;AR&pKTAS zSO5WsLS;;yn^!_~vhd9$eq-Sq_AS%!jW7JWTiGopFE8l%m6Toid@Ne>`_hQ!(-^iV ztEFNC64C4ZjrF0wSPZAJF7%6t*Kl`~_@hxNZCvLJu03@IVljVYJ2r!?Btz=7@_qh{e1jI@Z>E_pb77JQfqCE=@G%0H&4FhrWZ*N}!x0;a znQf#aoV}68%>IyIR0h}+qmq3_yxJ8}-eU@2&3T_%ZYkK6o8Du@hisy2`A>F{k zPn6O+k8&NA08$3Dbr>`ccAzP3txhm11KJX!N=94HPB6Cgw8e+qUD{ggtD0)cnhVc( zcRA-`zYuny7W}V2c0QZC2LIK z<8H49&YX`s>hvY*HFe7f+dS}c$IQ%Es1+d0&ddEaBsS*deiwX`yxcLSfam8vPH)`C zc)CMMJNK9T4bd8mJl&hydb%6yt$r+v;cX8uO<9d~tF6HPmYm(0v`CimKPFhl9r?TW z8RL_q`Mm@VGw1RCG#Ll=t*I124L$;o_wCp)^LPg&j+)M1>hXRQhZ{Ed)gJG!nS(5q z$NORE&&)`rtd)4YzYC3-d%TegX5#U_4I2u3ydT0JdZf#W z>^{$F8dHffgRKlWRx{2Jab5)O^Oe!D?yaQ7^84k@3!VE+uS#q;ZVL0MR5*UYMOL%bfHuP8MQ!PpZ!H8p3u8`Q(tr3i`kB)WkB&%4l*x4?kTcdOA zrbvtdse20!p=Tm7W>GPLcn^$15{Mjvo;dtGJP;9wp|NvO@Hzrd6LEMP6^C$2JZ6e| zTioSp8*QH^qVNGSD!PPKt4`xt2}I#*vEi^N{37Wor6{DpU`@@N1N9}*-*0fzLd01V=vM@ zLehUEgw_#Br_tsAJ=$IChMBd$3PTCxDzm*w*5cHBALrpI}r5 z_!Og(!?vBJnYdvP-Qn@BJ!1NsxAN=ARp z1Y=82e|*T9(qFR16iEXya@C!Skn*M1%q0yRp;Us}ZHtSUm9K>9x(7)CcVolMpBs=f zXp5aE1uQI&*|nNId-=H6+wX-?=y%Mak}B^1 zP3X@|lh(xje*}%0$NiC+$#MUs1ggL83_uq!I0rgLkABj-u#?aAmu&M3Nq@xHz{B*6;HKq_(y0HbZ3@R7o)s{ZQf7nfcPUgNj9KSL5 z4f~d<`^FdD`^2WU6D6%BoaoqJuH^G%U>S~Y-DG`U5fx@Cfwh_H_3#HaA41fBT4QO z+le#dLTKU&%_{8H=iWwU-03M5pv03JAuN?nQ|W{<4BE-z?8cM8)l|lK+-6EI?nH2A?z~iZ>&bMT5>KGe?z@yZsT3% z$j_P)l%_M+O;JTx>0Be}qb&A$S?p51*RCQc9%yrkmZ_IVazIDfSrx>k{ zS^`+y{jLZvcb~-HJR4Whx`4&}e95lY)up*!>4V}`J}B6?EI{$W>tURz8~fI4cfFXb zKZV>gNI<)MvRP^rYYsc_KJN_U;Ui9e!JaIZ8kKU{5&a3XAZ0yl3&fkyF{qknRA zYD!=o9RGY+r;dMwVB-Bz(D^a>ERwsoOkyEQ_$VJ_FpAtI zaC)q}aQa#g;B-hVXH`P0&EpJaif0Jqe%)Qj{k#W|qnj|E0D?3>=w<%R#`45uq0NTo zyS>onmr?pE2}Zij2t@ow2;!LTLgI)XKw<$`Ks->yMDOqc?>5&s=CPj$B%ak>NUUR! zFpl1BPB1Ei=$#mq9KD;pmVyiZCb0Ue1fxnHx8s9V7zVLsM_c)otT9F0E=FyXl$EUG zcB_XcD`U-)Q(wch#Wg$ZT9N7Kc4-Y&_oiF(LE;q0rri$$kETB6NT4oeBEFKRfLO{v z9aI#)0}pA&!SN{FE0DzS&(}`7pMhJgL+ONs`4UreDWo5Ab^a~bsBb+O#o&(FT$!vk z8;(Ugx0vlDRa0v7ELlLWNw9$8V#xw^HmYSTinec=DI7nqBEZlD)B4@c&j;wc&_6Pi z^0M#^f|KjXFsOmAFl}O)j=)I}OZ$6ln8nfp(ggiL9ZUPk{zRz>mD~QM;!dOzz&Rls z#p*w=Sa$5%1yJ3?Zd7Uzw7IxhtyXG{I=!*l8XUB6&*a&GQ@|(ke)kWw^A<5=NN|SS zAwa%8TOj`)hQx{JHfR`N$`qYBRzH1nJzIq4;5H_{PRE7 z)O;7(uy-dHzvR>;^J|8xAt!>k1%G!Sal63bhg-)9o8tAGxQ_I7#2fGju_`Kr@AIu%y!& zJQXd+qC~@z&V|O(v!v(BEXe>FI(9Ul%eF8D$?Ql=KuUJh{;h+N9Yt0iSuwgsQn93G z7-Kj!OPY%H*8*d5u4p>tymKi}a`XQL74fnGi~M=nWj@D(>P5i9pb|+CRKt)@13>Ec z!)?r}Yp+sW{x(8=*;$DHkiFlPfj3tXSPo|!$G z&v{T*v#mE{UtzYj$a{yfs<&vyq+lqiw5K;R04Z9Ig|UWJy$c#k&#DerL089z7IHpB z@GWPN8R6R?Gw>5KZsRfoZ|^Z;Z_5&~_hf=tRaRhNDQU47V7NXSQ9M#E&u_^nR4mWO zdyK`$vc%#KGr?l^%TtTkWg)%`B2CR<|16_$E<8?|>;LO9_WqP5_7;913+BpzBE)2n zm#bZYb3u)ua5Q41DOcukFzrqR=L&qThi->spuf!A4ku@V+r4#VZkACPU70WJG4?iP ziM>;1+?f>`e@p}WmeHt z*IueczsneDsTchjEIZ2T=Uy3D`vVqS0tZaM0a(dRaAb{HqfW!NFsZ6h3s*{ya)M5C zs~$679I+%E;RRn~09Eh;yxB1?FtD?Kj_roIL7biaOHJpBRhx<*{FFgL(Q+&>HT>X@ z&{%qY(B95o!Z`xLqU* zT6gfbu08%X^ca6@vc%uUnZlpEOHPZvSWUkD8*!R^`?pr1Cf|v;B5J6v-Bhyt5o3m% zT9y|uSC=aAP$Ap7(uUova_H=GqUBgXYJ~n9!q*qDvzI} zF2T=mRACn9_d=lZ3v;NXVsk%%{xZ{y{{W4pXLIdJPXv*S131ImLtth$8$mrRx1D98 z{lFL?qKRMyA^~Qy0u!*3puzx6c&AC42^tP|)zh60@=9x49CXomv&`};)Enzp-2!Wc z)fni+`u`_`R}^)fVC2e3@4!O%vRY1=&uxCE4w;u|EyBRTrWx%`py*as(z!sVPs zZ^rHX)Z%qNi@&k-;W=hR+gebsG;4WawXBIx+%jv{uIYaFcKF;f%e{krGzD3n2!nAy z1wReBpJvzF=E4tm!dJ1Q@ox6(dU$Ney@!4OJiFe@uJ^I)7vSoC5iehY%a+;h{ruwr z_!x2@WY>q-^~-o;j{61ZWXpW_pYgBx?pN5YhuQTJxL)ht1NRHpyN|*j?pN{hHN5-_ zUcT=C_6_{@7+$`Kmv7e88|5{1SfL?S3ANNefYg_1s+87Yj}Fd{S91!9)AlTyQbaW@sB_7kH7Gb zS+}x#>u?d};8J(z1i$RAyJrH@;a$AtV*Q7@yPV%YkbfKuAJE02{Nr%`aU}mZntvS2 zKP>ow39P`6S?)^saF2(}E(j`LH0}1oS7_%X{xJX_L+&8|V-5SmUl=gET{!bqFtX5& zTYqzkn^WBAcQ?>GtrahEO8Ls9gT@(K&#USd)IMlVI%TLy0VO6@P)+3-^7DJHxi0bs zk<~9lxUr#Mg5OZ(@OQA87!G2k;u7S{;w90BTLb#i5Lne=4O75#wL0uW<+~C9oRV_0 zwFDL=1BX?tTeelNj5l`LHODFyM{AJpY>mU#oq7>=q5+JcMg-LHm;_iA^VStjyWD6_ zTKQrv-z=ihTd*5ewdT~F+78Ep%`1&!zT~+P`q0@8Hn8!lT|m<~oMs(w)T>S&4rnW01+BtHn@X+NC`>}R5e}5RUG`c9$|=C) zf(cJH!Mq>0>##4U4<=s*@PRYHsYQX~H33cnLS#=vzt_+w3$_?tS7{b3QyQ6}QNV`T zk`u|&bOpmQ?3`~czN87xC7{qcA)Qv}cQUD~vYk}Gg?2_8c7uuT2a_5Ej@4Sk)_1c! zHvP8gSeAVPKD7{bE;VY7qk8BJcnEbE6iFZ|h_dApy^6C)loG9lz*KN`PhU3OKh!#+ z;Q?;V+I52viL1f3Wv*$yc6z9FOz8IdL6NpF2wSR{Fqp0cNo+vpeYX*UJO#tIzkA(+u%AjDbgWjeRc*JS# zC)nY55w=|8%-rh{5jWuFAMo;CyxfSFo8aQK7ERh$jycsvVS3B#*2279Md1dsnKx0Y zj85-vEhrSn#+)*ITPm9Ne^|tQzA&{dvs!&{d^2=eDVL_;*}j^+GXSp;QE$XvC5qpl zBjojPOR2@Sp!P9C|KQFV>`HKIpigUd8efauFl$UpgP;pVRQJU`9wI6`xkX5ds_Jy@ z%F{)aY*#9>_p9=GU|e3A9Mv!hd`64pxyy04r&sO zN_DX0>~Kof$OxNt?xc|st87m?klX`XbiLX4bGP}11P#;t%RSM__)u~mk^E6hLWA-~ z!UwWY43;+j3r*t*6xWAgIDEO{r~%H*k-Q`f9zp@SxycJ!CkX^oiW9@f^6^lTfRXKn z0mcfcH>qwU5lrqop|#6^1uwR%MP4-nSi9}s%zk#4-8y@g?S26M089CU@G<1x0@vN{ zt?c?CcKtA1!Ib(4`{ScIh`28oZd)zNZp?b z<4^VuyI8V8Kgn6=qtzrfc6lspyjGbM=8ODd365qPW2O>ga7FOin=`nbGc-8L$JR%I znjMooP1ATPCW)hN&m?to%ZN#?;!J~*X0MqfDDDUPTr!uhfZ7fUH&d3E1;0;#ub|F; zJT&+*RDFcsTOQnl3JGA`vo{V3e)SY>{&?tyS3n`sP7NFfl}Xl4sC8DEhd+Bj&^ine zT@UQx@XuglfXjgWd`R$g*mVqgzYq@n?l97wjh8%L9K1~6rHGg9c$vgY1us|Nr4AQ| z%ahp|$&=NbG%kXcGm$5h#yXHEeF58wDDw24Mw8de5@5RWLTW7q{0#cLV5~U@bU_{G)4G= zzq*^fwwt}On?1gpJ-WLo;u`(DakdUw@WY#d@2*uzW)KyWpJ__8bm@L554ad&GORvIc-8U=9k7b>N( z>DMp%U;ghE!ut9&!jAcBZpUwonXqr@CTgA0LDa(c*vM|X98|?BkA|vEGk@bk@He7g zE&Ze;g&QB#&Bc8H?=mOv0>Dz|R>°j|t6r=|vp;u&I_d@~APU)xQfkOq#EuSXjW zO?EL%R&tzdU6gGQ3ADc0AQFq(pmh=(M1puv!`_aL8+&XA#HQ>C*p0^OTR_kz2>rmO zj0VJ-+Jto`E9mqYA1~&MKwEg!S+W4n(~uD{IShRf^8Hbi%F>W;;PnaCrO275^c+LJ zmr(MBdW8k2W~~G_Ab0YujD$sV);SG`9z!4zn4wj$A>e6S?05(knXEZ14q9fBM?Xv{ z0;L%4g!pK!IEnGqoi;Ppc`TAUP$3pNIt3(J0%i*lSCJkg0<2&TmFvKcCwcxbPd%=K z5-NHGALSTiCg+i6?YcG8oV*ae;Q7||oV5u9pWw^1C*g3k0cPk2?#_H=4Ax1Zva@c% z1sPKwTmw*s)V3~$=r2HI%z^79SW*zX#Q-WRD1*G(1|Wg`MTMNL^Fj;MYAs1^wEkZ4<34(0eJrA`&88Qb!Y_>D#45FUnx z+B}GE)TRpu2zc-Bx4HzrHAf34xAxl%%wZF-gCY2&UgxZgT&&a7EQ$n~f- zcrry_-!q^%6%U{Un@a@m;3*lvc#Abrp{fj`x8BD#Qg5_Q>EoL#H(LE02CVg~`^v*? z6D1rAGtBl-ZnW3~eXP1w(HR@|+l5zvXHGc%;+55KdW`rR-(0;K$F*6_>iU4kS{wNk za&^WDheMnY&f>0(4)8ID``s8B3G3)Zm?6TsD)%Ktm}j3D`LNGTz0UayIsV~Q)f4^K z9cOIgy7e2L$$DXh^%#E_jlqFAJg|+d8C59evf|RCkKF^1g(u33#mPhI@3Y_^JO>lz z<;46^@&kG{a%eDIY~&d659#4z;AyI8R>O4if0io3Tyh<-4mFqTE0&=i`Y^;{?e?6q zwFu0_Mxj#PFs>>L9w`i(;;oXnJpqOfB|ui9Y*9a+677nWHjHU-hA0gq0^nu78q^(b-kGF zV0gA|nG7AE(d-v{Oem=9$M?1m(MGT9#jFpCVUlzhMsr*4&CO%56uFCle=^=rySTL% zGd(1hXVZZg&DDI>-qnkFF5m(y#l)5cNQ_ya3xy1%9X#5LscBId@GmHpDsxyV~oTMHp$0P|9(SsW28jppPi_{D}=^C4Z#DZ!Tok1VR@(#w-Ul=l^4j_Cync6?;*Kjh`oIyo zKI#a?pTe};4AZhj}k2@gaLnfq9jy7woEoPxQkh1Ju*k`o9c_Fy(L3 zQvT_kP=04lt>>kof8VKf611XmYVqZukh=Zu`7j-K2rlslpzmA0tczjYOM-3dHz173 z_N)3KSLP@3GOoie4{%d4S38JbjKx9vv0X6*doV#y>_xvL2&sb(fyxH3Lt_&X{j(d8307y{J)ftA`L(-_KB2s@SJRc5(LJ>xSlN~fa~a2 z!S76!jLE%F$$*WF^6Xkt^4#ozvTP;ST1w0&kqV8J;h274g;fU5i$;_-LFQ7 z4+Yf-8_1h5EH|^&2yq>O)Or=BVXLYU_Pd{fr{aPsZs+OmS!}&~jnB{7H?#p-XPIri zi^LUFNNZ^h+CSF-Ae@>%rVlH&cTkNcmV4c4?3jxHbaX z6x+@ymVkG3zD4wa2)$CGjJZ!Hd2hCp3@GpJXu~1O+dpc*ZM_o0C7W;)+ZaSaU{?;L zqXKn#aSmph1ywsSp5SM*!uO!sDA-wGjsXGNJ~4X12aiZc?RpXSxW#NogZG4An1?!G z%bJ(uvluaHcXa&fm+Ts0MkA~nsGe8hsR|HusDU#B>Y0wA zvFX(l!H7%vbx3c(_rXzzYtVlRQ)1CJ4ff!Ppbr?c?03J|D%**Np&{?xp#8ejxZ1va z+n7Bu;naq&E)Hy~7bhm|UAso)kjC`hhzDwjJQ}4he|1K(nhuQOkS>!xNY&wqIZ|%n zw=~@(;LJf-0>|&!w##LL%3!M70%DY=8r-4X{Ja-a6EK35AI(+s2MV|&w<({b!&v%J&+p_bm;M^fZ1K$YyygAegxAg8 z#Da}PBm%L$ocBaU94uxz127+=Fe{GpTA>F##tfM}+v?59VVB=z@?`jGx40|Zg6r{a zNpb2)k6{=334mgCa3XfAYLI7$CQ{No!vGrxDzG7^WBi__V?bg>G1%V{hZMHuXcCLf zLLKr7s1apnr!P%CVLj@hD(iEFVYfgzx3}6lKfR2K-1)wB4?w+OU38c6PRSi`xuA1R^5Cy0zMaGK@qgn^l zgjUap7#3D+M}-J>OM~**z!J~m>>S}?UwjGX)*uN`UiEAZuZrjsM~gAVl8@IRH)Rfv zdxm!Xd`;J>*d)%$(=m=gl~_sDbU=w<5l1r8#*KsHo}pd;RWD$%P%Kp1^$gBB--}tF z#Eqg(cuxwzbWfXT_5w&&JEocfG~RxuqO>e#7ipuf>%~O(r$T{_z-TFW#ueknT%b@E z*caTP-CWm;i7w#MjrMFbK|<1TENqvAP_7`yK1qjhYcBw>V`juQov9JPPwY(OQz|<) zpt3jxfez=cUI6|GwN65Oa5~szWU(Bk(2-?}Am4~p+<(+$G+}8!|n0m^?lnQS;HF##q{1f$go}X7!cSD+eJqx za4y+Jt!?1I2Y=-hbwcGqk&Z0G5x+1%KorC4;MdU3|InTFk^Gh;lzq|l`BTmMjA-M@ z1<=1~x=E#ZM{-%;Lw4&Km!WpGPT$*nx z(Tc9_*CW(+zvaxBd}}X%%0KS29?7*nz)LIgQwH^U)->BIkZn9&5i_GYPybqdNv9ch zRF^Y&kLXmNLYiZnfHR5c2kBy;j5Zuf7dsb#BD*c#6UlsIwfe!1VH@YcJn<_vTA13? zSstS0r9al8m?Xq0G5c{9Y`Y(GCgG?7u#g~|OVm7%&4c8rlXiW(6qtWs&qfP7M3Rk{ zAo@#De56U;h)aGvk1Nj<^D&5i`KI`sQ5Mb$^4z>6KbDT#&jRs~X2eQ%Vnxm(?D8VX zyFAb%9X`(NURK*u90M^$MSg3h2Sbqb_3k5SNP#5TaeN{3L80^Z{9RrK%hg3cO~v>B zp1%tcCR~!s;^!e+HsrZ@i7k|0W#4>QWIqXTRGTq9Nn*KB0cV-(jgk}-&+&IYBXMjjt#4oqDc)OsDh#j%ikqC^B~hq4NLLF1o-g>QyO+meK=QGp zX1r~Hn92qn@`5}p|H>;M%~I?k03^o3unh@_EHNAyd0h4q@@b!Gvs87>RD>V7ea5_8 zjz!vs!+=s5WruY@DI`3l7C4wwoPaQ)1BqvF=r%Au%zKYyxBo^B`+QPRbc z0#?sSys#)0tutPkbkKj*3%JMT+8B{m7E3DMi>V&&hsY$>M!{}0`Q(A@W-q3Ep0_p1 ziyq334-+1pA(%SXCtueKFv%MdbR>|G8n{iNe#mOz3j>3Jn_*(F!FFHYgKz%EA$Vjv z6f6$??QY+7`AL#zBcnFM3f+4EO*3qdU9Nzrtk8{vLU$IZPnBjZI4uvfuboA3!hmif zo!}I^`IT`J7F?AbRp`WmvrHzSs3Yi6tY9S1W@KOS2)uT=X^#dy5=}a$;v_qgu$y_L!za`iy2s3Dnz%=X>XG z;9NcR_64bFi`eZtFlNNC^9uIT-NXUvYLz1oMF3|ei31&!_kHSNtuA4X3kjFo47a8B3oXk~0_7#xaq5RUPu z5`v4K`zmA4CEOgU(JPA|i^`V1LQs>#?+bV+L~HVmoIeMTNW)*i1B z9G1Ucm?1Q#J`hvjqX9Wphwfu=n!^VQ{h?ukkS!GRg^erE+q81P+P-n!YHS4F#wRab zdzm;%5}UmAv;k`^)b}|VikZL%x-7RoO;t}*)kGFl71p}{q~*yOCNBI(8qVw|F6@C; zG>HqGQ7go?dE$arbap>+LEHV7*MQ`f4U=O*@I;dXJcp&{|Hr@)MuH#&7FtkzGn2CdB@yMa5AgN*_aM>gp2*bH=s73IUdi#jP#5=bN`qf^1aqnm@F zTqueUG1s=_>LZ=;P=^<*fc*-L`+@=Dm1KcU!#tf?HB$dw(r+ZKfQ>|QsdpAy0Y7@` z3H2FFD6%!(#aj1=k;Q${a87n6Lyp#2qNo384SO?7a&;CmJOwt`%z&5An|0P z;Iu+4oS>j06c%Cw3-m>F}m|0lkhF7WWJx$YPFX%yI?Y+>2>@D@dc7 zP-Ga0V4;-ZQA1o5E5tO$d6u!m%iu2WNu&Tsmga_IFi*+FuLH!I<<}Mc$>^ z+8w~t97|wtcw5lGo*1rFhjHcmRYRdjJ|^XkgD(e<0fjU-Z(kwP;8;l_A+vdoi);ws zWTq<30c*6`U^9czOp~SZLa`*P+N?q92yAxtf;QvD8U!M=Ejm|LOT~P#QJRvX60M87 z08_d?zN#VINP;G z<58EXrr|*w-y5>VP8}<83hB#81IH6aDCpF0dIf2zkeB=?&Yc%vT{A-dSn>&S(QeH_)(vOpcPHjhl>=2V(}D<`rHPxQ!?vX zzuW{xKB0I%&>j|X8LjL9W{u3yx0&=>FE^?3jV5qD$W`D11zs0C*yrfXjsl~~DvqOV zWnoPjNL6F!2g4qs+C&pa0qNFQPT$`-3FTcKNc75Co1u9xiPRq%v+ZC*5{gfcX`{f! znzryF>`wBHQp`M)O|KPgr%pBXze0LcY-NokOLfOsc&TOx35=z{Sire?#?puODV!4H zL5Cv68aMTq+_4uL51-4*cz9;?a8djz%>J(dN>QiUW@0?-LMqQZ5$h^W;++}~t@}eN z9O!ioKT$|+*@qNz10^`By>FB?SP=i6>6$oD(7*!|f~uKMnMs8y@;WU=W~h+7BMn{p z3dyUW6^%l|$yC9to?;5gLoxL;SfPnQq+oUg)ZpmUpgrhk4GxB^=15(Q)y&rSU&YvL z`1GhyHeH%}8&Fz8#!kyS$tx)OF$me{@xzYR0~wH&CHV-k(8%#^&5?}ylg;4xE_vvk z9m&Y{4;P`F*3)M&7B(k8gOPzTID^rh#A9QgTE{Trn{WA;2y|74u%iNqCJ#<9L_(Ew7=VusGk0G&3i9^|Gd67Y4K=pbi_DIK+%Py+X^xhh zL5$W_YQ?LZu^yiV88ZoY?k8bln_xPIXF+a0Q#f(K&)h7*SuOr4Fr1@D=4xF6C7{qu z4bG{fVWdo2Bqq{woEt@2nmRo}L8hhAhC_e^(G&4Ke9|kO)Y-|A0!DB~o*v4epVul^ z79lYc-0zXB6C2J|2e(?Y1jp%|9ohx}zIk+eL{U_8s^A#L^99jK;yV#|DUf}03WOkz zjp8j0K?H@Hf>k6=t)vtJ1krifvW;iTYy!OXVZ3;|EMk#M*Hp^32=LZq3%p=84MZCb zt)`gMFk44o0^}PzeejP_2Y0Sw z_0sBwudcz{>^0~MTk^g~`)xQ^Hm-)S9Bzbd?2ReeCr_OIkBTu$ySGrUv>%dh`{A7vY>`8f2MRK92^}B&TaZ~y$X^D54+`gOZ;3~@cTG5 zJQ)sL-_pp%b`8H2j+C-&t(0UQlXELQhT7O!8N{u5me`snhU%@6NTHl7dJa75rN2zW zup;SBOG1FBEOIX3f;Q}E8cyJQ4>lR#h=JX)(qi!kjTz0!J2YxY%5!DX+Qsf(fLg91qMMhA7btS9X~0vDfvCY!EVdv|v%g^IAM)-z+VNrnu|2lV9_^+41U!I)qg9fPlT_p+N zy>*abIr=^zq#2f@M=NkH$e+C}V(vX=GAAkYJ53M-98Z>I*xSJ*}99i!^;43OuO-r5!if%XM6 zqRaaen&ll4Ifn=iLZRVx#ihVfa+7v;r>3)1VhCpuh#?LY+O>9`4?>}h)vugJ|Jq65 zIRQ86$?zfepSPCFXr?VcoYACO3u{oDa;oY~x8{yj^3$!w_%~!1IF0Gnv1>d(Lp_ed z_`_qBNxN8v*Xxb3Y1Z6MyH=jQwzULW^3u5B&js)&_P|_qf<->y*Ba46iV6C@fQ%_9 zw69*cfB?A_Atts2RK$cgX=gvp2<`#^fld=9rY)!g*l?(C7E6*Cr#e_=B;v$@Ep0{I z#r~2#mz6W-Hm2BIGGSZU*M!BniC3Xh`^IY9B)l^(*v<$r+~W>~nK z(4la-jubUEE_CP{RhsgqSWPO-ssnrp5yR@OilX1eyjMQi!#^jNC*WjyT$=1r>?#Xeq_5qHmtbXW|K9SoFE>Wih!-3Ji z2zUiNAtHZccEe_TB={-B94y??GsyW2b$`~`)P~vXUXil%y;jeJMsrwbd^kK#sNxk2 z8uIwS5`v*azpRxU{@urN{K>DF`j1eArY4J}Mx~5LG=yFY{p`(7;&8az2!CqF9Q($` zrB3*sqcd5=?JPeoAA%2`qz}6A>pTTg8n}E6+S8;K;Ph!yo6KcPYGIpZO3S@7%njX< zhKKvPp`*}>CO4F`bd^ST{)cAIvUTa~i{XJdX&%TPmh{s7;$(X1ett6Pu2KlxGr$jp zZYfOv0)Nz5?4#dB(cPNwOja9H(@tk#`$r~HO{|^PJn$LSrV9rM56S*M3f{}wQj2HR zbo$*vm_Tc8&E7fvw&{?^t#!)jkPz`asGCvV0ee_M3BGvqS$s3*6iAN2wYgI_Jp0+t zIc3AC>!0sj@#Rb?hTf$>uAeA*X^t%9^uQqt> z<`o)~rD^v=Fk$z@a1lVf3)+`xcFV<_us_S8dN+K8LE~;4bta1CtLxQ5v3%uUJGD^= za!&5L6bedDf;Eu`5nbQ7ZQHi1x9z&j0D#-zC=t0$3eH}397e%cbtq^9_4y^poVv0z zu)kCb_SGHJB88g4d*Mkxkz&&GFgVoNoJYcQRxsoK){;uI0p-$%;bd1}dcIa1^|ok2CNHpC$Wg(j+ZiBr-xuRKO*x*Z&u!Tq8mFmTs^y><98(svOrinW z*A>hBq!8Mlu2I_6b9(_B4P|iIgA;~gZ!*~*H!`AS9dw>YX`W@1e*2NLfN8=%)SjP* zO4#|mnEluFl(BDeIIgD%FzV=4A){k;Ho;!v+_u{}!l;M_&NGu@`Tw)`CUA09RsMJa z2}>jU?lzAEp*!iS^xo-6BOwb3S#U_i)-09k>et=%QeD;5lBB^1qG;lj^Bc!@MxDi( z-}o69)Nw;m6hTnj02dTR6v2HR$7RO(*u0SlhAe7J)(4d?4lj&w1b)Q=BlPK-buJT-&HqJb_CFRu9(a zvYoO$HMk+for)zPtOj7qHOI`kmvC^%<@B+KxXgcY&acjsfzy%D0v}o+8SAXs0?BaCLfVI9 zM9unjq1-eb ztnXrz^diRD$eUJ=))>TQeMZ{b-PzsM(X|KvT3Tk>)PvAqntWO)|xNH5*-W0ymn;jjid%HRYIvJ3?k_4MUr`-a*5!{;d9HTDK zdq=vzqrbDGuYWbYY5i@D!}>1W^O=FrE`yr$T^bKM^>JJ*tYBKvBHjo&3oCeG1#8wi zv{tl+WVqJfbG(8@8S_in%xBwc_y%qzd4S6iZlU1&5DHWrhYO+ukrmrw78uV0<2fc7 z&x|hnp@mhypfD^b4D(B2@Llzy@bN^L@ZsxwsoPOXD)BO(4iz~54Fbo45V0Ucz#g<< ze=t>)V^DjM+~`9Ki`K-{g5 zRH5WPvD{*z0ixWM5;(@=(CvH(4c)e4u{Q^D-J20GB}Yo6N~0;9rAi^%fgd0X%|ksn zqMWQyIL;NG;91V0=!Bo}bfuIRFnUtOesA_sEB%Rg20{?5wExu`ZiO#MGbF0*Bf;UF zD%5U%GjZo1HP0c3LRUMG&suq5Q#)!m)b{5oyW9jamQt#>LUp`U z8yhz}%N7t`j^u3PNFv9^Xcb4v7V_086tKkE!BoD;&R`!z8B2{9tHhxPUa-X(DT;Yg z9ZMwM89_eUtdrOP$y7(^;I=sinygTvg+)En!To--2Sn0sYX%g#URR;d5+SX5@a?d3mJ#cZ16TL@R?p8K2yKhA-9DBa0mM56^Yvq=3*qry`nwXpdH2wJ|Drr;>w zZT;pVl!*_+c4y!_-Oj+bU)z+~Z=bj@vz@r_@_FzDegJ?7^vn4UxPBrsV->R#`ZUXq z6+3t9wt=8&x(@l&*Y5P>`(_!y%|t#`cF>2)gB7Vb2%V0v6%kZfp0e}5xt7HF0S(GT zcqD`f11Y=ertGTR=--4i8jG@Nv=(JwL_8uKAQDZ7%`_pJzB~xoZkle<_uiP-Hff$z z%Hj=?lHY-e&oL!m5i~hBCBJH?i}jNLY9%S;75b{EFk4`?o>-+EE^Fc`F5->k59CL{ z^>JDYEeW}YD-)C$vCJQ@RP{-m05fwXF0&N^`gxhXKX5K_WG;q;?5@(Fkk-|zM`mgc zA4_(f_{lmOg0SW$$>-W6i4)hY))#G+RzBRex9sA&Gd(Pl?q}zobgv2mf{S#AHbB1L z3D(LuuTzZ)`UB{&f+KJ&Qjb>q~UQ8$xdX+MJGjR$B z9kpVqN_kh1$x1Jy9XelLtLjkOqH0%Mk>lN3dl6Tg7QmVmSfw59(dM&{twAft%|6;q zj=^gP?B>*_?IyZKUSocf5*$-@NEb6vdsSpDKc0KmvONeuF4j`NY7_EC=w;JLVJ}TH z!#xZa5bZ`xVSOsEBVCnQ2G&`)UV}t(txAOT|C&!&I|AV5mc;5@UrsricB)iN$=Y7Z zf+p;bJVlBr+t*hP`>5$vUbrY#kquPg#!J~&;4)rrV>)tl>*e~*mX(b*3R_6Xlc9_% z^;m2@)YvAm*m^QeN>p(69Zj-pp5bj+us2-iXK#4ZMzZi(*2{zCJPIVi>{l!17`z}S z+9j6!H)?aE6ig0j?OGJLfT@mjDWV_?>cTTxYkmw_&aB)3*^!YvD^p=rLTPi!nQyU& z$*q9L(m*BLUgSlAZO~{yL-Uh7hs+f&W7|i;zr|MJQ4PncXM<8UvzTIEUQ5TqfW&QX z6_7Q@%HK&y06mg&F$XyU7$;@EzrnkC|7TByR^0=k0gBAa$(A^^DIARD^A-yoNFuL ztV;SY&RbjCknb?0bG^1QguE~IK&)kB8e!X25HDMd)`svSj~VJz3&o6RtU+*1e<`CR zx$(^*jW@vT978LO+A>FNNQ8Lhfh$49GCOZ|8|SvljqaKaXgpto^&`Uaqf$5S1t+f-RG-3B2DQgBrO6D{(6PCYJcL^lLZ&C@5zWn7;BaM|;%2iMusk^> z_}Y6&5c8HH{A>J8a()@7a*a3fO!pp_uCino{UpkncLBx0a%LilXYM2_N<8t*9ekNaPCWDF z;}{BXN$+<8&MgHaDB+i_Uz^891k{Q!ZkRd~FhO6Qkr`9vi7JWd^t--75;z+h! z&Q7)C^sk197CT4s8Xj2^mL{0LLqa4TE|juW{sSe~UPCSr^DAZ5UV}Iugy-y{U+LDK z_Lep+b-6HrHEaOOwe{wSZ&aoBO4IBa$k#kc4cU9g@{~-^{)y!>&mgsEaZHCd0P`zQ zO1!bO4jUGqxNDy7v@)!VHghl#SIMvuG!noNo$$=v!5rV|7SD5-&=~A7+tXm3(k%k1 z^B}=C@ryQO0v@~l3Ci_7Vo!>lLG<63uLK9dt-HaH{Ws~LqA9_VHomV8RGQ3 z57gPuevqdd?s*Kle{eeFz(mCl^)32IVLlF~_|qkobjL_Y`$gS>0ogOq<(kiCUX@dAQU@ zs%clL!o(vvYIl&)2bK?=VhmwG!lAN*c@)7UU>0gF$y4i+aI*iRlHsUcG>R68GBI0s&3-!@P!wCviW_t2pIE)(aj2M_aC~a}`)- zB}aulrKOn37AD8D?GUUH6PqP-C2b)suoh6vJmhp@`IZZz!gigEu{ z%nf7V{s}%i?w4Twt{c~}zdBor_T*dN@z9Z%ZF<>5N1lA^JDspa58%c}Gv;Q>oH$gE zyA{ry10$tss{}mBnV?+(eMNvQrqA>Fk1jJee2s1Ryy-RCjdnMOm$}mQFCf?|fIEK> zEOM%U3*}S^Y6brihhN!RK^?7xXa$^o1#M$wg7vTZXl`asjnYu_=UiJ~ztP}U78He$ zRCfIb*yf=kxdc}z{XA9GI>Y!}YvMe&NXQ^G$bXtb`>R^>0}u+bs4gV&H$mFyJfWHk4*@+xNqv z-WnB>vL+GzHF3@-ek_FQW|(vITvOYACQUhj|0*V%`Yt0{C2nGE6QRkbIA;kQqiV7# zpPjV7mVGSxw3FlgESKcN;kmi0kW-Cc+TgkA*M#3@!(SZU=JVGL}(-+ybU<(OK zLBdQ?EJ9cp25B2zIJ0?L%$P5E^GtdV)_jl!LuEOIX!!qqENb|FY)~xnMq2iHHGKL> zWUPM~%2*SLwA@a3OkBg?f>u>Le;c9Un~|24Tz+yYUBN=F=w>`&ON;3^L-xs*7Pbs+ zW!~rUG>*PcWK1vq6xZrgorbo8bDtGn|Cgl4a^Dv+Q|0uvgFM`jeTl4#!vomTGK$m` zEJ4|zmL0Cx>a;L;3eEIapEp|X(lP!6r2?J!<;IJH>2kW7wqE2vLbJ9y^C;E}aMcB~ zL@c<9>(U5amkH{#V{uleC8!uX&`O9t%NJ{atinQy=7T$Oq|wN$IoGj8&>^ znZf$(>seb#=(E>weO7hFbfgFR2Ku@N`nvlD26}rt`ucn|-NaiL7w3BbgxS`C&pVE1 z5_=a%fLjNCrHT%m0L*9Bj*p2EiCDWU3~Mv!kP77qwmmx>Q&+}^zN}Fv(Vz&Y2V=lV zLDya`fhk~bP}H^G&K8Ffr?a-OP+gmIy}&Wf8(q7Nb}-jL`ucLFYZvq?veE{GX}EON z=UH#CG^>H{aH2D{y*~hTP1g3(CdJA22F!Ra&(-xbC^UGry?(E@M?Z;6`+_?|HZCI( zZSP!kk-WBd7Fq?OBKvbshqi|pZowt%iE9jq_>?pzuBgdX#!cnTKGNm5OIesDa|nw^ zxy(SzK?>UpRN92Gw!{7eQx#V~15^t$E@^RzmbIzI+1quX&??UDY5fZMOcki!m=HsU)yk_Yi9Vkt>MfqLLyu(pC(VbENX*8`ym_H}i4 zcXkZ)t?u^q#l_VFeR~i$wC4jDv#kfd$`m73b41LI9wa@UQbIUe^^?;6ho=0;324$j z?X=CjSOAhs@baB@XJ*bEUJuhUu6XKkaz)m+aHd&M0Rgp0vty;ZvAe}&bEPr@ZBe#n z1m4LK4llF520M@)+8Pf0mi8NLplSQDPCVvnfosvuV4NbJtyGDoR78aE{$lAMO6~BX zITcg~EROJU8f{jon|8a4F8?mXw=|)TQ3MND$33l4Ky#&ptZBAtZl1+Hc>((l_Dwa{ zG$tGcw+S*Pc#c4yB2bRZ!%s9RN^bo1A&sjrI8UZu8Z}&~!;s4ltj+h+q%+x!64I7i{qMTAuou*3QaX(3_v z{}^O~bBCV1Y;%zvrLdE0pcE1EZLsqeR9u{jDvO6LSQ#=pZQ-rWjIF}j`OHjecBN&r zzO#Fikg@&prVoWJajV$0XD||u9!QqR{E|@ra}bW^GFawq4Qlo-!(e^Mt^u!^lztNB z?4JV2fm&rU!7@K0JSJ`?{XSY%36@#zF_ZE$33DGZ17j&=6Eip9W6E;605t2sNO;td zxT22#MA(W-(3rXi9W}hJERECnIo45#F_kZ~pe=E}9MZp|L6#e2fK1AmngWWGGN!Iz zZ7mp6FQ+uC8^ac9lMeXbWeOYXI3gB|smv+G!mK1aV2iJbS7fm-4#S?WoZeV+fcwHR z_LMQEj>UkNf-&_A61W2P3`Jw=6>PDn*c$5A))s0^<=ilEjPu5r`eh$uYJJOEjoU1_ z&}o_Tv}|rXkHp_p_0PO-N8YgG`=k0n#L?K6R0^VTRk=yDWl0;H1|bC5xm3s_L}UN@ zv8W9`)}UzO)&`gE>g;f;(*rH7OD+$ZWuVmd7}-Ue0*)#JfNeKz#rn7P#*!p_gkI(82pmq}#CvaM|@+f;+71K(g)vI|f z%B}2!D{td_Ib~h)5sykJq}00(8OA(w?N4fY{ncj7=u}jtb}6~Sj5_>gw9cwMnp%h2 z3Z;qRl$G?ll0rO<57xXO@E~s;6`m~NWI0^$tWmp`J!}IA((xkA3yyHyu{u|B=6+|U zTTb?(P9`szEFiJMAD+{vc@z2fE?#uR_~5%1Ejm2iYTS;`EsKl~vyYmo{$D~y;E&*^ z?ZzGK`hL`?HSWZpZLgT7x9(!UcHyz@#wXd|ceCp~?D{Eoy%$&GKDvAwmo1Bp&+w1? z@v+_bEW3V=T|ZAZjx+8>CtH>pU!ZSGjW4oW53uWlxE?V+iTmSkF&@Gf<4bh;GF`qx zm#^BtJxqUnjV@oO%OiBTpI*Gl_y+#oK7PS=qt>l3(gFh0q?e~-RT0HVfyXy}OX1ANC+KZh?@FM8s4ON~46*LLHh)XT@{ z@5pU~}}(&e+bam4sE-Tn++euf{98h7K*qsGta z`NhUP?91(R_rrAg2>X5qu1Abd(ck0OQ@hASV z=r&Fmlh{n^Hl?RbN}qB0n3SG!SlP6(9Gs{==vfsh3g6Hxh*@M2c@`r@GJ2irqm)xZ z>iTJ8oW^7E6`^_SHE;9M>!(u1!*ej;&5!Y_0?a!yoXv501 zv5$I`7`5}P9VQvA`MHJf%yAt=r2lUQZvqAJs4;4k8|(=OrOU;F5n-}AhK5w0bYtJm~3JN{!(vmgJP*V4uTpl6-K6Cd(xlzzne^+ zb_Y7=8{?Y@W^CB(FS51O*Q^>ZP3Wu2wIT{ouR2&N?_b3NAk6DXDOXult)UVQN<36n zb@ZePwVaVg4$0#1w6PW~Y@v*u&5euk8MpBcnhWdy1oWQ{1bw%Br@o5fZ3`vj$JJ`c z51B1bX^0KR!OyaGb+&>faZqdB`l5ALw_!u8WUDvGa<}r^T);M?%Wn6=-%c~EBD|W2 zrCo?4_5o#sWTkc%Y7$VsUx>yPI&?cuU zxzQH!OL`(F{KVKmOUrWYN<@p|h=s5YUCXqE)@5cS4|{kqN5z1;(tZ7_Tc}u2N4gg& zf~ET{!}vX`t)zQ>U41P%_Sitz>VX!>LioZ4mL98?(%T>#wYJgEX^IjZ;c16ap>1Mt z7Ymc4P`O>p)-7w-T07b`{FiOp!#yURJ1N(#P3B9vc5PUG$-0vYzJ)ufkhh$B=4e=L z^TB16YAMw>wv3O^JOME^xNM|r9KW@pb`h&0lo_Rxeij^nk@U5jHd3Nw`HA#?y^Pdb zfDdrAUPl@P9X{J?{(z36%*eCc!oOtL7c|GKEDk+&)P^9 z^{Gf9b$$|T5?U)ns1&(OX>v|O4%#V7|m zoDjudKza=J9NdHA7hsk$reP8o80#iY-&+`1q+eNOEqX|h<;4etpCt)pVOi61$G=_6 zti>C=b{CfQ!m=(Ov&&kPO8&o4sU$&n@qfpWO)Q(b@g!OaaTjw@#chPOEO`pS!=Ykh z^DBIXcE4q9V^V97pzCidXk}+HjCbF@c#-aFH!yWYrz+a=PbMdGYOJkbnKNiEUT^VX zo{*1M=pBQCNA-S9g>X@9XIv=<94@LWZ^hTO!>umS65GGS8s3k>b@>b+p)I`H#*WC{GYF1d5*^-uKUXX;6QC8Q4h4E z0ba#5zyXe1w*&e^Dmng|kIvnDZ#*nx)YmU8d8?nAQxM5wTNqjRvH_JqXNMHFhmyi% z^U*7>R!P#W&wlqJ3iiZ6!HnK=2LsoM7zo%g6`kdMY+59z^UWY|jH=FZpUu^_ zbv4=E?9;ViPThljJ-WTQmF&%dmgYc1bM)6ZQJNO!*8#UK3%?CC6^wf<%&+w}EPx~j zkhqU8@4r%qk3!dwb|Y8L4>NB+KtZ;3W@{eJBh3Vk_`~{OA7mb*9Y5=}%yUz`)=J>Q z%j5anIKlyV1`2Xp$&6uEdzQfe4_+w60l%MpR_6>s#s|QE&Iyw9sb1NQx>m65?S5e; zuk9v_Pl4=lyXo9`=0-9qbspZkRogw0t&YPPa^s6L`wwgS-W&0-_0!dd={Nf;p4hv4 zBs(^ym+`CB`glImVYM%#VNOOMvgmgL8-c=;|1NnV{9VQD1R@5=qgOwHrwEZcG#I5b(v=kis2Jpo_A#5e;pIn(_BfJ1FT@&O0ODZ;9jArT5=_xkhD65|L#v_v=M z&ikc*uH?rivfA!ywr1|-!=pD|eR%JU;thK8uvWx}`8@lAm+38+e|;AE6F2em z@1FBbycmE9*Csyn-Qy4=RDyeq!k`Uam~$i_V*j$nYHG0jn{P&c3vUU<{uB&V-5XZ2y!{4$j1iW|n}) zpdfh^Sj+ZPOjXc}03IYB)`rzSZBo`?vxUj=>~3~tYe2j=tXH$JSyi);bj0zA&+zxz zL$rj%TkLh-GN!YZi(phon~iKddq8i26H!AcZkB%uuX30Yx?QSIAm%G;v}LS|6uT~S zFarxq6^5)P6o)EZ;h41#~`Ys%~`Oc8$Rb;)eE&ngXE#GI!Cb;K^LW{|r z=lQb*87iU8xVL|s3y4ce*oj=(Ha+$q(I#$=Z=mMC|uG_Pk^^CEUH&uR%t4|3BJvoWWg&DeG1c_@MC`4))8 zwZL~AzOVRhIef>GA=)i1lW0xI1HWlD5Fim1mz@Y;m0^#T9s-&fH{+Q>GgA{XXkI@H zpcy&^*#(*?MLc=)KQgM|a>SE2|5IX;gxxX$wc&<6(uAZ`g{`WDl&VTZQT|ro38E_t zd~9d(E=?G84N_P z!!SreYwQ*mlM!GD&4UfyBX`u{My0dg1(UPjDc70>eHDcUIF;BbiG25wqJjCZw5%i@4xzRD7F zx9aJ!G=F*Bx*h8=Ds9^fyV~6H=CYZQBCqOqhOBB2JG#c=)CnO}W>HrqWP6t<`2LUy zstBtdnTQ}~$wcQ9_I*fG9!e;zAC!%7_0wHsEyL;*f#l^*?oD>S57?$LalXHNnk_Pk z4TqsIAvSyi=^Wz0@yE2JmeoXS#?IUBc*rcg;Z*lb{G zakF=3m*^t8*QWxcTzI`7+;ot!L8Wz6T%2Ef67VgPZ^3O8v) zt^w0KrD3u)h%Yf06DCQ;qzhBb;sL7-3jwD#%=j!~=J;lI#NV-&vuP*z8}Myj^?WHK47u^|g)|kVN{pU{&Of`|7q?qRyk(F9V+m0Eal*MS%pJxUEV`(^pogRNrT3MBO?;Y z=C_i__zDVRZz=h zRKQT!F{l>%xeOB}>>*YPkkiVU5uF?#kVuME4sAL?HAol4!sK$b$-F+2F_l^zG~;L8 z%)SsjW__nFaR7}?WG%^0Y!WtH{H3H8F5|ccCNc9?*YGhYQ+3BgosqJs4zjCsvQ7}I zo_y;&9y;=}O)q=s$dhkgLGcV(@F479 z`{HC8B5|P=p9e-t)mCxN?P3-l?Fv)oVjL;N@z z4w6BrV@Jv81lmCN>i(|IuKwPh9y&|5Aw$&@vGb;Io~&neS5I$uUw3EE>fX+-fu5Go zJ&+w}>l^6r?ZY{=uFn3Be&3U5b2kiewZ9f%4b&EzbO`P3Ttj;e$Ef=d+Iv(Eq0NBA z-HBpx=F?|Sv9XJU@DE{x;2YoA*s-(sh9ZCe3coCqzH1ZJMXDyn>z&M}eJ-l`1HcmzPHt@^hUmY884g zIf+fL?g2O=$l);x_d&LhI*={Y;NhLjmJxOct=ue(jJVWX9(sRShsI8!uh6v*>U2EC zc~mo-qQ*(*wO!JtGeI<5kn^#EBy|U=3^Ms25bI8^Wftdyq<3XFN2m>Z99H9k4;)dG z$biT~H0e=l-tLm@E6~l0NXs~a)QB)FXa}=XS}O~(#KWdB!9ExR=euurFw)e>PlA&< zw(ni;H(xe`d+|UeZR@|LlccXPq{`;wZ(zX%#zrP(v;S^LCn{^*bUHgWY8pK#o}vqgJ75?Auq#A+=`OdOQs~Coyw<-#&LF z%-7~60AybF`w%wcsbT)C5a7vT-1z}OmOEecsbEGLi^tKdOdeNXoR&Kcn{h%b?7n~% zHkZDy&o^e9aHTXvg2!&J?~8sCW$8AU$4h;B-6Vk z6MRcc3wR>&z}7=;YnXp(IS%S@L%kW#XYw)2jlcy!KdFbkZa-#uAp|j#yOV6$tkQZ& zwret{l1IAq-82=L3$Ye;*TErhye*jVXN6(5adkH)B(pQ??u!mrD3Jz-|I4Icq}&+Tgw=HPa<2)E#AX@Q%JP9eeiBqP_}GPrXLNN(2-bqrb@u6 z0T*zHalwCZ+1AvR8?V}tx)RASY5Rc-ad0G`tF}&L522C4UP_q6{AHGtXM1g87+I6C z2RaSHyMv^>@PX0T(udmM{3l!FM~wt{7Wpt*QF9Ye2y zmd%|V{`|bZ3oK~@XPC2N`WkKBHQTS-aP3tawy)c;M!R;y*37jV*1u@o&dt|s&s?)H zvoUi?q5Ay6%*M6rc3!(;!wYw8Tek^sS86$&GR7g-o#mQN436SDYWUt^ay#rVYwSFJ zojv`lI|jP@db`cLns#W7wky?@?(JEvr#d<{tuNit-NF7$r_-9YI^DCnpWo?DcXoHv zpL@)gA=RwWx;i?|uSPaUZFQ%6Iy>=Lucq~;`&Rd`KdCL;=^Nhx%bA11M<`mUbBGQ0E#&;27tNLw(zG{EB5#w$+q* zelBH}1526Zz)~#hC~9W1YGCeirmbWXwNC0;g~SZ2kQhp(*>%K1OO}RboTc=t(KF5} z*C-PO5B2(Jd|jCy!pA_JLEdK-nl(LyPKC2?dK-44B(^Q58gwof;m|{{e{U8_*fOWR zd3Mhy(J78i;#`3hXHNkFrtP_`Uti19S$ZAH8w{Rs@uyI|2Oo4yzQ{a^`RWuMS!cw6 z$OqU&vlU``C4NSM>fMSvlrHc+`j(?Byg`j3O4l+cP>wyk6FK?zJECDz*K1YGb0zL+~z znj6Z(+ljnt;(AX~JM>FPaBWYI37RT}LbqZ_XaI zCmX_<9`csGi9hu&8YimBowDg!AxlG&U+QQ3tRA`JUx#$u02^?!H`0u-)LGW5@67K7 zD?>CCl_`YF)KAhUkOZ%iuS~yTS}2ECKha$IG7gtAb|Ck0!o7(y?ICE6v`{QRC&^bOP?MD`%ISh>d5M zV$aD#STPH8A6iH8Uv`k*!k*FSo*@ZnVZ;+4{QH_FfgT&6Id30mpbA zB8S|HE2);d9ST3guo0Dtv&I}$W}gssC|;Nki6lk{gj0FFK$3?PUB^v3aF=Svg5q zqFWbFU&?-zXSI74W;HZK4BV#GgjXFB(y?_%x#*a>_4HbKGCGxLvAVue~0OB!?E_U;)=rp#E@8>i%sl$Si5A6 zwj0d<##V6u$(5aL+V1CT?R1$$=oZQpbFWsrwmsE_{Or5^T4Dm2+z>V6-%2M2qZdbR zG)E?LxTnsrMQiP=L3V*2S6}I*o^TzPZ7YHZ!)Tyf-$`vIcw42o8%Nkq7Ok z-eqS~I@_}?vjMXSz_>&2*t)-9q+mB>djUI;BH3zuRCLq8MIrGnV++I|Ti&u{4JLpf z^)<{?gpQ;p%i}!p0in4G8JD;x==5!4<$zaPB8m-f4b@v(WCh?QKxp3X;&0I{32!w3L*vbSY~q zSXc_0i~7Nz9y;YRdk24zS#6+qptHZfr)R)s%k1D!Pr7@+JowX@?&=uOS9Wx0?BLHp zy1Rp&_Mvk-t2@~lAnD*wPhY>;7C-o-^{4w+Q(HY+3T+M0%RRg;=Nu3o>K>ruMe@O) zuI|1b^B567_|w~g6H4;IpPs%$J$=nS__KhR*+Y!DC9DhE5}I@HXWNLW)?UGveREF! zgcDQ~PW~vab^B04tJ_@@&s`za*my0oWtLNbpl0~ zWKkP@DS}e;L(|5)$=>xIT+GOuPuworVz?2k8qO_(&z*!*OR`6Q6c_)ox6xmwwBjWP zY{=1{1r(4zsqsVBGs#+tC=l1;NQ||paP;R^X(6~_*>M^bcpWQQEUq!AS7APHj#HS#i@!87W)vUbJY7-{9ydPl^p7_;k`%Sf1MgjwhKDG5#KulQsOt_NKc$G2hO) znk^>>4$aueCK|ALRS*Y|)2De$`S&hfbj0}JyLgG8+wr+&k?~>nQ8PEQOVF6{5&X2> zxPx8a4;#O6C;l`e+3#Y%(s7{e#wXd|ceCp~?D{Eoy%$&GKDvAwmo1Bp&+w1?@v+_b zEW3V=T|ZAZjx+8>CtH>pU!ZSGjW4oW53uWlxE?V+iTmSkF&@Gf<4bh;GF`qxm#^Bt zJxqUnjV@oO%OiBTpI*Gl_y+#oK7PS=Go&n@-zH+)VLde9yNYW&o4Ia zVP9^iyC0^@N7(l}a6MvtivAwIo(w_1z|-4}U*fuF+V~Yd4o@4u<{!W1AAjN>i*93t zp}yF*8(+t1koqN9q@LAbp1@0Caav2GW*oU#oW(!R!3Q949{;$2e>{_aJez+!mw#yZ0DLc^ zk445Zd>9ww0=N;)Y*}2nb^6+AqZL1)y=T@ITWezlW&rA1i4WXx1tit4U0*Zv<+Aft z`5c{~%9g2IViD%tHQF*oCb!Jx)4pz|4iKrS*ac!bU3n4jBk;ZeGc*{(A|Ir^r>Ja* zV%R!6nsN^sRjPp$ngWmUCCMT4`2%Bqgu6wcwXBX<+{ zBZX1Wxydxrr51;$nf^mtXp@t5`^>}mCCzOuX0+u5^dJ44?l~KT`H;Vw<|C;Kb^k}W zIBQ15{=o~`I4i?Bar=93!@^Wg##G&`CdYz$=v1kRH5ST433*vQUIfHc@)I@EXX!|# zjY@0k%w?ZN>TR6EMetui&(-L7WmTi|w}t$0IbWM_@t#@fQ3ChLNWRV)kxj^P!0m*x zI8<~BUotZMn@-tscRb3&8Pl2QKiIXP5XjQ$4P>F8L=Ei{fVjzlEXxUtERcn!sK)<; z16ee*3OGd$Wcd|%28F4i{2;4E*dl&OPvk1OQR^qh7_Bc9w{QK8AT_(HVasyuN~{zl zp>{2zmU4C^U#ny~Ddapo(7T#)tm4!+D{9P^9c|E~`7+K!Z^DWzO;~SGdBNZ}Dmo(W zMyywc@pp!;YSic(!;76AJ!vF!qt56aVu*2Gx{_{b8Sl&-!hLI0E#qC{_bzP(1+Xg%z{VHOXXMD8pp68;UpTV9?bv9gZ7Bm{qm4 zQk!TM2Zw5w8PsFkCBC-@nQP7RZg>lsb)805BAJ0RGgb<-GMO*7X{%PDUZq_kQhFy9 z{th+HyJ2ApP6A&nlyznq>y7I+n`Nw9atPzJ$bl`s^t!b>)@_z1g*Ncmpa&lKoqEG9 zv!vrh32otf8p#@}nTe7FzIF|`)(4SJm*))5jOOy@sF5DZC0!6(J0T- zETVu@zxWIC*|Y5V8AdvT;ujDmMkE%R#C+%%>MWL$KC11@kt zYsZ?u98i>XUl1zmCKzURSsaPi@*)_mXeA`fj0?a4js!y?%q&zHX?~blX!l#LYD^aj zQlFBFGRrgVL&X>ttjUbBwt_X8pt*RW%<6}EZfWQV2T&3k$76P^+h_`0kPuS+2*BuH zjhL+df!@BZf&LaIa%mgPd#H;!(A%+kb?-obe>VzlwyxXEig9)#Cak*~nV9>#d-{4i zP>XZNUaqQ8l>+?p%cwlpV-eT=EdX$!j+=rQ)uwyEQ2fU0eY^4pr+So(G1NdeTI7Zd*0H4j(wxBlIdhgS)2u6 zS`M}MSejLwuSMcZxPDq-S;Aj1JCus3TLcRwUfD&~w@#EUYVC%piauerVxRcE%l>^& z3#^(|X4JtkGs?(Vf%T}YPgY<@BnytGZCIzQj?oRXxu!RjCa;1=Vl5ljHRiCqud)mb z=xmVpi2_YNv!c2eItn)-GpLTtkYpaKO|lZH6|$+YbWGOt%$aa|T(>z%GR@&QqHhZr zF(tI*W}6%GlPJOz(oefk1IuR^ROm^t+St$_mtVG=v7kf-N73j5GZ+kpgLE-1VwOFO zT$Q8QG2M0Cx`9yIV z?gCxnJy4Q$d~XB1n`1~fT7{LAmsmq;mKzw>Q7w!2gfdyu9=Nb<$^tW3ST+m-_99$Z zHo~$Ich&z4-BlB`ru;n4-f9V5#y8MPh&6?8wE=S1ys@UdqA{r}NKi}4nsVW1lJg6n z$Jz>(nS$oxwWeIgttp{f3bU!K?(XaB#8JAQ{=TkGUt>tTro>g(h3U<$YV~s@O7AfjP4sV)nZi(XlQJ9SPbHUKfgjRf=Gh#GktI+adsV!~lST20ty%KY&Xs zYVhrhoRin!IRgqDH##p6ER&vrbEJRj7DX2$KfE!mrsUi2^lyp&QARt?gsBzAqjW%8{ zn%PjCGSTaH6}*cF&Bdcr4lP2);;;hHy-3K7?7Xb}^S10EMDR~&PHIe)Zf3@LO+Sz=)VM7h z8z)svK-~fTP!5HR^pSLnQv`Y=PIJ(fOg1el0!{U$@z1OQjd*~8o}Sg6-JP91T^${E zDj3QHqjjdcdwW>=7i5Cy>!k|LU6jaWbsr^iL4ZJKx&zglDL)L#MR#_0;a9T~v{}3v zkpbvyB6}!@Qq3J{-#CEMh#TzUpVRIqzJ zBGO@iB&lfkdW)|j^9B{JjD}W z_-2d@Mw z?=uG@PxETvxc-GZ5ka((*L1exz_eT;TdBx$NXT=1w>A&%AMnE0j)PR$3Qg01b8x@n zZCIGJ-@*OA4xE~X)BLEG!73Xgat@guuwmeQF^>a7!HtRGe35DW%*IwOjUa9Z^%O^i z>eo~lgW~ttxx{R-m`4pm^A$6ku9DU^B3-{(1=6k@$ZKXCYlD-J_$n`~;~>#V2jEbt znGQh4D!7QdB-tA~(!E+Xb0cCPc?Gh=dv}jy$Hrj(#IJ~yG=D`EgpPC6 zWhFu@QBEO`BKDaZ5sCSH6a0bc~`D{kOnqpsmASigt>P z5ofQTz^!A`+bMVBFml9f$4{k$;#U`qpW!Wg~nl)%W5c=L8~!ap2Au6Yz6g6v%>|wjn}=I z$Ravc&!Sm)b68#WJeD(fTq&1F>?#$R*GET@LHAU{$=AyM`Q_=PwG z)*~vPQqfY8C-8_~toser7ym}QW<;;#%K2e*gbMAHSw`0;^EztY)9d*nKkIJS8y z#<2Z^irx}+Amae&*xFqj_TpL_#zzSbD|v1sRxQ54_9fun*?i!h%Ypk5^rV)S#1sR5 z3b67fKI9#&BL>hJN;d`uND82w3$)e<3y9**SFx~%byfi|N9(^fiH*FK727ZWDfIwHnRJXSyCLQ1;DmO5ReUtb>KZTn@m zHX^+t!T%@ChyVE;{y%6w{FMwAClP~V8Q1lIGet=-boObe#?%wv##hP^E@`=rK{-sE}H#=b>a7Jv*dSNtZx5W{@Y8D3$P=gao znabV;Z>C5`f;ykb3&=Ka$n;3C2B)1>DUVpexL$y)PEI-|JXExO`@ohn*?s%k%|D0v zpJ37aS4vW{Zy$Zd9cl_A0{5n{ese%16;y2AVU`Jh)3G{X(;;RmZzp}$qa54($9Qn5 zytSQd14~|ZOBo2|hR+CTxB;#30StxH9*r0T#@73B?V8+cBhvv|eWo)kH@s|ir{heu zGVF&2lR91FX1~hg?wO5opMZoqSS51Ls;Dqmn9r14sMt6gQ+ig|N|$z!uz9L5WRuDI zY0ek=aa|uKyM;E)(NdvMI!OGIRU$QQ5gKJLtXSy_B^G8YUhElIH-<|Gbeo;=g_dZ` z68QEei%mc9Ju3iw%}wDQzDHgJ^aY2uD4fxakcaR_fH>F^kVu5@A;O}q{i_N5!Pz@% zXccgZnuoCd9rJ)LPcn!ju#_i|pMG`OJNeb{+%(@*6y}8 zim~Z+GUQ2*)0tNB@eX=CMW!j=7lvEu#IN(haBHvqo%i2E4UoC2)8H)}#tBeNMrMuk zeX^WO@TEH)O2G-nF1|hv9b2wk<1ktYiCyGm9ke$nWETo$G0o2|6x#ik?pfq;_k_|% zA{_3nIFu0>{dgx@4dZaZTZAi+to~Xa`sn6!oW->|jLnawnYW3N@!M_|#vb5|i-~EB zWr@scWv9_{xXt%`-mx?=k*9n+jAjzeT;v$U*Kl_BD95@Rh4-rj0=f~s+rjkiOqT6o zKo$KdZ(oE;{wqT^e^%bG_#-yDcW3w(WxmLFCqnpcVB9yVOtM$bn^}p(^UE;e@prB$ z6vA={W_>8Z9Cj0dLjw*8_)-A-G3IKQ#gRE4i-?>*#X!!C@na5dt`Tt)u$wE!k3GT| zgNk{COm@fsT%9)V#k(Ow2j6J|hp8Gu=Ck)ZcB8petX_ic)NOp+_9EB~_w6Hp9yj3~ z$m<8;e1RE{^km!5$DR4railmI$yX)|*(sC&fJ$w8ahUthW9VB#jmxHwm7h~Es-0vF zOkPh*XjF2u-674Y(2Qwma7=16UVx36)Yg*WBOZMCS~LxeVXz3GMqmCJVjeN8Q^_QW z`OGC5j-dZw;Y~rmkC21wr9fYk_4^kS=_Rh;@8onBS-(G-)z3L|ag6FO8trJ}n_266FJ7MCmKT)f>`*ZwMvC_j!oxSf(wImMrE!^@cB!z_(+N zfP$v|3XuW=Bp^ji`@@W_sc21(ru~2MZit}9cjv%i&KphpH4s7En)Z8KoW6qN@{_DE zShk$6j!)=_;5Gft2!2J_?Di6h=rN7^;5g3Nvy70Fg(()N=Q*T+P+BPMh$PFFc@Po* z8*icB*H}qIL?5Z^1%0&IuI1Bu8cIJ^(ke|t?WYI@6nVr?rAhqOwQry8<2FNf{?9Qs zcv<^z`MiQrp~acF%x_NM@Q|B6E2L?aCE_tG(3n9b%&>5>jRCoH)p=RibIptYEH{1e zY|IPsahxTZ29L1$1TY2P%`(K`QRn>dm@;_$ZBmL`w>RlH{UmNXTY%Rl8$31<=_GFO z*ud9ApyK9ASyq2rX_9J3@L&NKcM1t%7;Z)KaEc)?;|C}$i5aqBx&Pz{1g6IcAqy06 zfQW-`^i4qi0dkHC3HCl21w_f=XCdq`f0PmLjq)HD)GO$nNbvT>_I#Dscpq-Apz;oQi zf~Qs@e9B}-X0QQi{1!7JR>dQo%$wdw1T&V3-M2l{j$<1BOsbn8beZaei#o7T>Cq0x z`NW5<-?6fJ z^T`K5Bg zo^gdJF-Ar``tnM8(`0+DM$DbUe$&nQ!X{z%NfAGR*ZCBc1SM5}Xn_ix zO&WiZyP5<-QbjymO9;3O*yDsJ?9ER2E%>cj*9Rnq^k58zq~HSjlE{w&tQ(3hptm!j zQN_OPxPab(cSDRYT=Nbb=DcwMJqh!I+XeK$o7ws6u~La0ydFmQpHe59eHHy!eo+;!p zu%D!aF%^1E@JmS?vi>xOh2$6c1D1>{4VxV?tg;A0{31UJ@Qb)f^!yz}hUUpwmXW8% z(t^v#3w%nN*2!OJ`m}x$Fs-?aZ~f1t46r?3cMts}8Wt`Ah@0&0Sx#6?+})$0)i49B z+uhSnE|-plQ8fbmJ3QUWa(C{T4$B_v$)@(%+dz*IQmy=P z7MEcmlu#1!gXH6oNT45N6s?9W!{~mHU)v=nT(U-MH0`%ba!81RI~0bFRG;NQ;A(`+ z3(~Q&TfA@E2VJU%q;B`D>=ECwO?s5K8e zbAA-~Sy;cAhMSzF?kqOrW@^$ywh>4A)qa)og9xmd9*XAS=x{N&u!#hFILJF5?Ev@C z0%nf>JOkZkA|HKo7#~f}nX&EMaNhZYhP@dAFLc%~{^Cx| z1$oZ$tb%w-VHIEa1}XlnDfP9v2D#_7y?}8;GvTs zJ6nY?Dq1cJgFdnrm&y~_LaJ0A(aSuGJEfjC)6n7&3BR8)@8f)ll~T4{J2;+4E_hz* zm=e|d_$JbDKCrVYu5KtVJS9lZx}6#Pyo-|}AIWVe%kVxReT9?dK07(7XOY|%89~?~ z7)s?(&X0}5AycI7I)`+)^hQBHl+RI0{Yi`z*{?B0@?q@T*UB?pw6pBlC>32EZo@Gd zI8cxgBVR$5&q9H02CkwPn%VELj^V@IgNOX9V?19wh(kaai`B*||L1uBEGM_=wkeeX zNIpBW7na}KOy6x)-{5ITaXN@r!K8Ei@zIzM26$Y?s- zXA#Mr{%SUG^^2$1vgK+;gmo9N$N6d-!LG(_FEICa*-e0jGKWsNZ5wHK3$|t}WS!~t zdgbURQF%N6i%s{+or5kM&r4ESWzR&bfK%YH2)9@695~z3GVg75C7|(tM1)pHD6|sv zvZdm{%=WTfh*mV_A^}gR$^x&=_DhmW|ZH zJC2iz483^LcDVVDyJMwW(+=qr-nW&G1CGPSfrF3H-DP(1nC)GfzuT;0&VVe@Fk%Ne z$`;T`B}7ca*HaRm;s!Pq#-Ezx^SaIyvJP+-%f*h8}fK!oz6jA+oN5 zjd(!8Chg)i92_=ee7FrCi~WR;aa?M{HAeeAvt`b60{shO?%|;Y3ZWy43lx$s9=c91 z55sOXaadAfUK_^Me09Qxj?-)#3+H6-3->_T3lfXk^t@q_lJ(wKc36;kIO~%G4H!e@ z5VJPrAP1ezf!OwKy(96T!?FfAw17c=&i|<-wMv}eEipKOf?sG#Vgvyiw4z_A!o(vL zE3e}h%HZ7)MV~8ofy10PexcX;`Gx)ruDsdD7sDz5>g5A)Dokd}$Y_S5z`Rs4OL0Xh z$X<$PCQxCNij2dZL(U53!9ktjs^wuq5v~JznQD=;6D<3-=8N#&SPlp6vhiwlva)8? zs*zHzlCI?PlT+zZd5pfUV&7JwRwH~<#hkusOfT|Mwfs)Hf^k*!G~89$!dO~vI6YpS zC|tfTlR-Un$DPGf4B-U~A!E6j1g{ozSaDAgoIGCtlvOT`z@i2f0EFdlV>Q|7ZGxW( zP7`z~?&ra5C-`9@q;m6lifXu81$B{HZbwNQwGzcyGpc9@Q3EoIULY5-I?y8}mKCl7 z*`P8y)q-YmRtTk=QLQqcwW~9m8RCrDBL~@Ka6gu5peJd`nR1!N>t~&mWDm$`GQr6+ zc_?HiN-S(iF*~78*WH~N=K>n_-OXG)Rz1|?(Gw5KB=o=r#++oQ2FHiS9T$}p~CPTu%-H{93gI~|8p$5q5dv0 zyLq424MjhRcBxYyXu2EfBy^Fy8)_+94YQlO-B9Zh?@_Fx`ayS^%6BsPBV)-Q8NOk* zwzakRJx20J<_6rAc}Fr$irBa~6dMV;xh{%>6Wh&oDq0DVemRPQmg;Gm>bNvD{4_>xV(OX!#0^cG8!H49BkPAlCJM}8#6$Q8^Ew@U*L;Ao0whb$u?rS)ks z-tl!IT$iuaz%kAno5RO_Y!3B%w(8YO5rm2zzFMy3s(zX_t4~&f^}&(@d=+kPbD*r} z&}k8J$*m1!e_-YYSx2)1GfAsP0u0y>C_Trh)(z7IG~;Z+3a5kujSx;$C*~?SHQ&ht zHBIf@j-WI{1~H!}Z+`Prdq#Z0n!#nagY1J;ah1goBGun>EK2qFHz+2!<=7>=`n^&; z{Uox*uY|J2M519HB0MIZ^5Kh&DFzD~E@%vGfYw}^>}ep$H}^1e?VsF0rc*<#8!qJi z=0PFk*A?GzzSDi~W^(S+ck=k!rOzoXxTRk7MAJgV$80U6r3K-1!mDO$@B!s{C2#s!UM3`*EDL zX$cv|!)PT$&frTmK+c%GR3XjH5VGxC4YKVZjVLMY?%W5-{Gqa8)&oNj&th!_Gu@!M zc(uFpxOPYN=UUk1vQ_X)TrLaqK@W*bC5<7?wr2N)DK@O+;BaepSF31t4g_Y_>ym6( zgy9RqV3?p*_v3K5oovHGCIjJjan#qu7`1{%_bX}80bEQ`qibb^qqHV1W*e%}@%0%v z#(AUB{g0nUw|cGS(zVPJh7(zopFWhb5(~l)T;jP54)Jh?bTlBCy@obIg|w?qP_eb;W2UTwm<- zj>S@qe?TiC@+(JH09Tzi^6N8ZbKyQ7N+5|W+{faOMxX@zO|%;3Obq6HE-7*7Oc*4% z5S%TSvs10RkglBU2=ouV{S0`%ObRbz$ z^Lh-J%APhq-_8Pv1Tt_yBr@7Rgsr0{`L)hIj=K$i&zFLmuF24*q5v&WKTtcP?#B#m z3t*KP;|%;S2(04zdB#H_)`J8!-{*v{nI%{=3+rHy%eK4#724nd6_H|}9fM*OtRAfr z!3M~_idK)`u??dktB3If-VG7axmXrB%z0z@=prHAl~$>~1BD>S)PWe05@l4H%vLHe zaX->wa^U9#hFt z1`|^x2fP*_`blJmheFw5B8p^Gu4+EC-qNDy$B;A()}0EB zL_SZX>48>e1v0ay4KCZdZCSgve-OT4x+$-yW_KoH@b#e>Owd;J*KzP@+lp>LD_N4nux8azCtn-QJe^+x#%2N-P7OGt*1Iy z8;*HEJeRNZqPQp@4TE`;>sBJgBGZEH53xl<g9vxdN7 z&KrFthmFEL%ld^o$Muw}u1hLcfYvgdm5cY(FQhnGGvL)aTB=!(UX9}qDEG6KeQ+sx zd@r|6zT|$7mSN=Sx3ze9%gNqB$^9Bq)4*e?R?g|uyovmK7cV+ueDGcT?8WW)+_K2{ zF#D*Pvic?H#rOz*+HTyzuJ1n{Kir8w+g>qEaY%QuU%T+wcH@)m@4MOc9(Mf{yWWed zaUWeijmwtB#%K7){rK2!e3o55$F85J8^;;p^q03k8-yWvFzDAd?)8!Gm+)ppwWPAgEZyyYWr@F}}|DAWiB+ zba|BS7~f*o$Jq7T?D`#ceVkpt%dSu0%E9;~`~E%pJ^_dt_o1O9#t-lvQ~eyiT)pUt z-z_!n#9!Nuk5VrmqstHJg&)!7E_UbR^y4S!@?(1Sr15tjHGV?3e@d6n;>Ho<({%eY zbom*6JZjvHKaUzer{@ma8^V+WBe;C`KXaAQ@&RV1X72Sg9&3xxd{%K%>Ryl8 z{mW+V{uJK*7##H#sqb>kz7NgZ_gTE}@$5vtP%Rbn*`hpzn_>>(;LJmK1|I^{PgtO& z`PXB1est!}Pv@Omn}vz$iybwc!F}8q_Z+mGd{i&9IYGxCRv0 z3T!?SK%W(J%&(Yv%&VYJXoV8WMrgGnAX}b-icqUy*=bj2ak{T`P;1@#qIFld0nSK2 zbAvR#)|lhFY3A{rvjGHO94qKV`5LnNjJf$yZ_Giwdgeip(&esoVQNyMx_)K6k<{uf zg;H_MEfbQ6$K^DVwhSgRk?dnI0fs~ngUJyj4;XAyr=8hg+bivn2HWUp!!p>eL%WB; zwgBSf24ly>RSm`(iMtt$MG;Ri7-OJyZLq~ji^yOrfk@L}^hHEqFia9A3Sfv#j?_;;a;sW7KW&ikUT?`3bK@o4LdKu*b*7x{q~F;^Fi|>7Vm9#-0xL^4a2;#H z2m)lQ5e&(f;#D=6xpMuufcdQTjG1k;d6~d?B_44zI#vU*Iqe6QLLp+)KFp@AWJ`*M zrTVhve6J6ij0cf7s1N7t%KrRhrh<@pY@TKsl<6ZL{2pX2H-KLwY4olPfk+w|<1)jg zk*Q2oFIGyjeD<#R=zhC8d?TW}Yi4wNCg(x_+th~_5&i$F+_E{ipMrt%rSi|Li9kM( zIGv=z=wt-qP$tJkp$ra^$Xd)J7-~$$@USw#BC_v#PXtQwPR~OtUsfMrL|S=Jx#eS< zR&Z3Bf?$?8Li4K&pBnZhf&52nX=AOw3=2Di9+_qr;uIB z@QTVrx+74CXLcS+8B!l#L`r#)a?5j0DXYUMh00H6CQ3-n0mDlE{;Zmgk&)v@rUiGolim+!3EnZdZm;R64md0-dlK zc{s`k)W;N&BK||UEi%KWYk3c6u^Yn6)$JNIf zk#-(aZh6jWr*j6{ac}M}vN`Lku{EI6(L{4JpuT8i|utMFj0X@_$Xeb4&R7^M2A0$gD2idg<3@EbMpQ&BD~HbH~^M3%^xvdCqC!xiViE$xlMK&(JYF92RsX4OsE@*y6#ZXrejNy=7gP zVLl#exLAEe5vk!K<(B818Z;StPz%_(lFHNs(y^5Dt|THaj!zFem0=W>Ian6y8E537 zh`&@HQ$&i`uH5pRQ^Z9w{8&8nc(zw0Fil-utzK)xzINxVWCNKr|`vPjP`C9ehY z;+*;nF6A;D1S*cz=9Kc&{>WqEdptHX%;M!xe5*A526Vc!zS!0W{En z3E8nibK_J4O+>arCm&sTj=hqD4$%KJJ{A5*89h;{&(c*m0Be7-DGtoqIWK!$oVx(Dl5Pq8axFRC_6y=sZ9Oop~#O&EF{VBt( z>xq=H79)&l%)DF~PEnVBC}p^3<)Mt{tB)%pWvo_idCn=rv1|#O0E{kX*RFd#mwtT1Kp@nhv0Y#(*UAg5srv*ng6@lk*Z~a4jI(U;ZaH7(IM>h3L#X|#c zR3A)48u(k~mIG*@0m0IdO}T*5KogN=)5Ier&e>6$q_P>6wUd*DsTc9=aFT-baC{>C zvNCp}5}_rU`p&{be-EmUBO?8MLAhlQ{ml>`kvQg`CBUp)I+RE59(@CHEEe)r+26MK z8?gnHKPiJJDgju@y}~Brp@ToD4<{lW{9d``Ij4j3EYNL5$*XMHH%KZSp9EH-iRNf8 z&oNzX0rT)+zg2xC5wZU~<(B6h`=?q^+gZ*cfxoDj?23={A!UF>UH4XylstS7u3w}+ zfQY!hR=H(WTqkdbIt4jieb@Jq_^7^B86HtleU`bt#ld?JeT#bc5fOb8Yx!8PI<*N9 zNP7~~WwM3I@hrbe>-Yolk^3L&(2W=*XPwrGJ~a>O->p8lh^T+3a?74I{_m`b*|R^j zMgin7YF0=j@;F8r(+2gJGOVJm|5e`gA4vUdW*!Rprux_-QpnepTb^?Yd5%aSmgn3* zBjYo^8JjFlMib2u`z$+D_;ft9aDw`PBGSU~$}P`1Ei4m(H%jG4a9~Hy(JAqXf%pW` zrwpa2e4@>VPXx@#LlxcXql!os9m*}wIaNp;f<;nLQg%ev=;ewlj$$-ELFAMH6qO(> z+kiymloHUHjyHy4pZahjQo1|2@_FmM0eA|8{*T#-zbA9DlPc! z7L2sT33;jEb?O6(NDZ%5Zh6kB;Vh9Fij)CQPWF9wd;<7{GE|}xfOQ(jXAYj-;A85e zh=}!%D7QT4SU*F8nEM3QFXH3;r^+yiiu3b*Bm(AS^I-f(>SKtA@$W0QJm(mHmWXj= zf^@b^*Y5w!M`P;;=c9?{=m(a6GH^0pZhwyYU?Nh%naVBCITc7!AgDmxC|z`LReU;F zuMD85Ou$bHbWO)g32W7d6Oj@wS8h3g5*lzbJDzH8)NG)Mx${&%H%lJsjAZxJ50nZu z%5&%<$eZI6;z+)w;gY%z2RnrMy~dalIntr>Xny;yw& z5%K+}ryjn|)n2Skup^!bP4L;|d*Y+LQyu6L{hIP>cTL2L{j~Z(B4U4~a?5kR+MmT& zI|0oFI2XUq#;1V2%HWC0?=Af^a57#h*rh(0h*U77-13}L!CyFl1KUS=_>mA^@YnGv z;jffI6qOPz+jHoIywq?+eLxYZ;a26A=bRdzEdj3r))1uo-5H-0?oftLR8qJ|k_L#o zfwraDc z(>dsB{K$%n0bCg$_b*TeNmK@4#V$(|@M8Ni^#Mf0_JDHBbB^s(04$tR$>`U+FkOm| z>4GviqGI|CXS?Tv_hLD(-g!hUk1Dr3=U85vE4yvE{}>;?Z&n6GRQ$G>_{FfjnEgBT zZX;s$4azOgIc84;h%#B%+WlO7+e30# z_L<5p&njl$c*~N-i|C)RV#%UKi=a?5j$-K8V>3D?&9uK2ip zyD}i6;?`!*`3dj3eVcl>5i$F($}P`1W={ZS-BI?B#7FJJ%8-bP+EYxKna1tK?U&X2 zjfmR^m0O;3+@7r;n$&aEEIGC_lcj@t*|mn3d?&VuwHQq_N5rzqwt6Pv#rmI=aZ`_o z^*<=LJm*+HR{|J(nzdZjh4;?*cuzMC?^baOpJ{k8zfye|5i#GY-13}b{+xVqB%gzn zjo9M~a#R<`+?;)He8lfkhD%h=ZXKWT&cciLA@xy2#QTesTb^^gp9wD&((1s^%WLJj zR{LMYNBR+EphQKw6{_l*f*0erst+L|#&1z>dCoC@-bAfX&6o92y{s2=I##I6z3Ye=eoVRLImhsFoH?i!u%a{9kCgMH)yzn#HjGjvqli&0mGd`vYMq|-cx*ZT zbTrW%Ilk4z{fv|HQpGdW2NjVjPF8Mt&Z**J8-P`$QbD4G8Oh=W@yX&cWjIA;305kN znP=stivjgfMWl;9<(B81F3zbCs{l1n@{9>2SSh-%$}P`1-kV@IPT~Kw48~jBO%1mbY?K2je^ZV-ffLG;UMoFjW%H-@0D|bJRAh5mU1Om)!)YwLLNLXY$N)wm4Fnka*^aPb4E|(tKvZ+!FK^Q_Ni4 zXcG?R{uC2)ubB(XF+Y~fFuM}M9L;AY%&lq^?9Q5NZ?p*qb8U?_VXnEC&no6l<+~l! zgDL_Jq(!$UA=J@?W4s5_Dn>S#hUq3+g3 zf##s@mPVU!P=byiV#CSP?2vgJGr@5>e>^nEZP^wFedLf`uu1)PJv_cYps zgT8k)+JuR|!wsRYk@`8zB)0s;dLdVu(6wqwW2k)c<~LWgky5TUp%;0?=0y@lzmpI~ zX`VA-^jnR>(!uCASQCLJ#@4`UB@ILLapmF+{*-+1UvO)QnmMU+8!zPvq z{kI&vLALIO>G0IGFWjtMYei;BYq$#&S1W}%o!a%(sso4c@2yA8{bE$lPtFSf9c zQ&`w%;VpAvYwm@eZxlAp!sf7vwXipH@Fu>nTXxijIaSCC>TA$nb5`{!%PUTo9!h*w zqtJGi^eZ^10v&-(-D39IlvuMVQDuuc;80?ln-c%IQP?DXw!YCO+^A|`cXKvKz62X+!WqS%V{+G{BwLv{X?ToIBWAw9N9t4ykQZg-@7I(EPB_E$VqRVrnpUR3%jpr*j&Bb9AC;= zvljk5;|s^*J&hv4S#fu9Bm^m|!6xNK_u7?Lmh<|kHk{4vA1nX=?7az`oY!$5NQTx0 ziq^$L6m@(WNMa8-)4&WxiW+-pfdDB&0}wO`N|peqr>DDTrW-xogFY}ALa=Pvl1O`G z*%s`0ZLgh3zGNrLuCI9G_=xYsu@bMd@h1Moig$fx<160XSnFTx{r{`p`5iqy1ArnN z;75Mb-}~OHSMRDE1T!)X~*3brzPjC)x$0^utcD}M+^t)F^ z4#;dtTMzFIk#z%j*~{#UfbnHY6F2S_M0$XC!3}waN*DVsKzJ;aXzv1q$3i#xU4Zad zZ0>fw7@_&ApIf$W{|Rsq?QRWxor!v!)Y`*7Jj;@IRS{F7yOETR;=030FnRsz;OU63 zShzy#g>BxBg?n_j)6{P$4-1IrkcBI;a|^q*s8?H8t5>%s_X445gV3}Y=V>#}(^eC(=?*B9+=)@QO(^w;gSAN^AJ=x#xzhhi7B z(vw?Vkh=ikv3O{=4Kd{QgS#TPyJcB!eHgYLofYL;$V;xIP3V5{3QZ=qYdezqbGz+3 zKaYN9w;=oo{?pxpFeCVp=X3<`BuRgSe%Ia3aT9(AJ7%>XO9X#*g@%!h+in>Dc()zs zhw(q{7K9(hKiDk@9me6-%V2*mcXNTEhaA=yKgDOz{)H#ReG%p;bREMVdLZEs-C6L5 zjuH4n6MOujy*B>P_!oa@NQyr+O2i);x8V=1DHdKJ2TXXQ&VJ#h7Fl*Ak`uujR}a3i z_ZMy)ZhbLP>o;n+TW6`!BW9Yk+*}EgUXEOYUZa8QL$I|nP%tERR(2W=m)}lnnD6A{ zyZHEfe0-9R@8RQRJP@t$QRSn?M}vUl;?%&u1|HiiXH#W+@v3359 z&Gc_fam3DUtVbNqj`jjy{g2B3>st#HJkVt>C@&Wm5DV@}#*K+K=DQwjRP0k)sdGADsWvr`fb> z^&2d*G*u&VBnzkUw?ad+5AyNwi}3h7AJ4uRk2_z2$EW#t`yM=Qy%mpt%E!6e@Obcc zJpTL+JU;SjJnp&^kDuma>a}=$o{wL89Ug!G^>{q{20Vrd9s#KaIzSmhl*L@%WiO9>Wbhe(q^JKJ)=Re)%FEFa01M|MIKwc*TeCc=y-f@r@tG z zHvW)gpT0C4ZvCB>?jVm~LV;et$XfE4In_G;LiMCK-)~v1_Hhx+P}ZlGqz%tX6P}e8JSz=&M(}@D(0^92e@2jhR&aktP=7`+e?}00M(}<{(0*np zYk2ivaE2>drPi-ts&3uZUteu@&X<)~^~>vP1Y1FEvk80`Fz^fQ&q@q(*g3sk0 zSM-daIkPRAWd=K0>ee?a1Kii#?O|GYv=4LXe+~~t``+!LMVG#>RY62Ucz;QF=U==7 zc8_X7l10)M;5L^ZPmhAy|(0>t#SCL%*kOMKdJqScW)lGg>lYf$6 z8`uRDv-`#ZJF*jp+*01)R?MpuqLC2}$}PiD!{(8-^$)S#CdJVVK?{NQl5@`1nVAd<9~>U!ZK4ZCAtN$ zh<@ei2*h6!#E*d!P!Mmn(@T?*jQ?)p2yWE~WhY;I3JL$0L`t|jWpzCsar9HvhYz-Ju*vp`}1c2k2WwAN6uJOuIE1aT*L-e`fu zAY{i_#X_ZMyxgswiIA8i!~7%|W`&SD0s(gsm93G_{!3TZ&_7pu5r=a-W@hWN;KH@a zc^&kil74y3&h2o6^HX+P$U1Y)CZC7UNM7bb2?+ib9*W>7Fry~O&65E0^>`?l^aKkU zAyhEKYkUXG-{tx#Jv3qY%yPU3#ach>%9^2ha=53 zMvC&6=+L;>4CUx{OWxlN3BTJej}KP|#<0XeG2Eos1P|DF7!p9cIfz&K?^9U&Z3t_M z)sY;mYi>jdod<6&v?goKWRQCViNA@Chb&;i908M^LOagg!=b%;_PNEo|Y3smS>^>8Y!PE}C`D z;x-zd|ALaO!693@;jy(igYZ?z<3%OD7MWXbeAJdO9Ho|6X`X{g zi)N4(%)OO7>aRW(d!K<~PfHsbt)#x4j<}o=Qp{^?y}ld~8AY=swm$cxa=fy2Gf2Tocb)1dIm9$N@)x$N zOAQE-&`)o@c%{+79BZ7v)cWqeJ$TuAskSx= z0lct}i*ahJms+0@ta3`-{G{Ya9%5*+<1vR~OViypoqEhDrP~W~|T)lc-fQe$A z4*)y3V_;eRumBbHIv)VKuw$U3RP6#@l-1N0CZ%>fQr@b0$ddC zd;s|2-2gA>Tv5C80k{*naE&6}s=x&sQNHtmQj^=4a{6;AEShsZQ1~rl6voUob5-=` ze4ymrW0X`~x>PD!bUsk@O{0o-jX9F3QgrEjpxlGwlnZp>8NIq-A{uo*05N~QnI5;8 z1Q4xuT>yz*oeuzd>sY8|bnF60wCj8T&b?#7!K9Bg?E*%0?0f*szFaUySFX0Pwsn>a zQPWO!J4)xzL#Is?GZQ6V1M0~6K&ku*5tT9uZ$Vd7-F%>EDHq*TQB`|OSy6cNfwJW> z%0|j>fgoycJ^*2M3j{$>=!+im1T(0F?akk9#7k4i_+@2z!9Z5AAmE?C}nvAQH}Ef2>E2rVUjH@3UWSBIDcc! zD_p=)h%%dxodL@qa8YUV0btuqzMxrwdRw|z6x)0N$~N5_LJ2lZQE&4B2>IRHH>z$C z!<`havjpW@)O4e8KJOP4wkl(qrl?|CV2DbZ55Tx5cNJO~D$}KCmZ*&RK=FKqLYpN#E%<_RU`MXe1W;->jU?B=tJ^*okJ1hzzsmr>VBX;IYjfzo?Npzf8n zQcTpfd~8!`M*S+KMQO_iO6QN7qMWP16$qlb5qQKe6u;suIbK|xfyd;ms1eO4Ip#v+PcK2YlQMQyiA zUa3dayL_O;t8+_;s#o%gl9vzUeN9o`3M@e+x2Ssg7@6CON22iMqYw{K{t9GK`|?o; z*{Faewq9n1$Z=Sz-}npaiBQc{${ ze4u1Lw;z?X3SucMs$o7*HlKV$yOz2@+_X*<#C)J=KIzIRi=|3Y6Z3&``J7R{%2*1E zvX~DPer;}-I>oW%7nLy|$bWxsey92^x>(gTR}{y508;+$?I4X%A`4QYKIQ|U@;g1N z6*gFi5}6Ma%_m;jqF$jawTmj54}i#Dr6ETr3S~Z!JDisG=B_dooTA5^wn>-tF0sG! z3sB;w@A(3hJAz@bMF>TULFxJaKM9JQ>lcuPfMeD1+J*dfiN!R2-Xd%?} z^;*+ZfKX_0<4H%5svaG!GW>Y9azfgp){tlg1&O>CM$O--HQ%#e4u_;&8ya4HdeGIA znCbp>6kHwWXqZ*4kHbxD>y7DH?007(u>+Ak9=aAr#owY8-|9aFF~PNlf5N5(vB?4H z)j{?+Y_k^mD3MBqkw&pQf?`U8^{B}-9;(#d^9EvN@E=tAPG?n149@gqQVXAvTS|C`1^M{7VEen{I8_2~F*Fo=HUe*&U8 z0T+SIW8+}6cQ7(MU(hwC!k=T$>>$h_5NU>p+>3=qf1n^xnHeU^#*7#T-a#V9O}m{% z#w$~7+OSqZ^eOf7YOVb=aJ(WB=z#s3$HHD~#;E?dj%sbJQhT$FirsH)I4!3^osLF? zK5eb!AEULG8U79JJUt%9*-p1OX4{g*wZW0ubyzcC8Ljx@xwOR4T&XZv4s!|3<-=f! ze_d=0o83O~VP?1^(bnW#A7(Ci6b2KWl6Dm(iyDpdrA& zG;S3N4SoK2VgbR`n1^S;EiTJ#?}XKG~F@wJ9ztXzKK*!mslkH zFE(NI5Z->$zKPE(5`M}h&;kYtKjRW;yn=*(<`QUkf`p%U3A7zS!Y{f6+I=A5mt6ua zHIVSnT>>pGknpQ6fmRYo_%)Y6^9CgRE0;ja1tk2sOQ1CZ5`M!a(8vG@|C>vo=>QUb z((368_vJ@bnc4f8i2%jEaQ+ z$0hJo6bb*;CGeyZ37>ZfJgr2+U%3RHI3nS{xda{_BH?db0?z`Ga3f~0&N!a$A>k&M zz{5Huyuc;!_zej!atS>^>oB~V|Bgkvs&idZBZcL`LkBH_zj0=1_| zc+w?M35tZLTmn^@NO+G+pn?(!?{x`OHzMJrOQ1#(38$H`c@sEVY73FDXcL6~F7Zt+ zx2KX1pBpwoKCkeNN;T2R;d9F-$mcfS9H8k-=WKg>7Au@D^&K0jj<=Wn(N^7#_qoGt^O|E^7t&;NscYf%w_&)?}1sAfRI zce?~?5RmXmmq7gh626xSa{mU!dnEjTO^_;nkZ+8^Awo4i|3jM~pZ}44Yf+TN=O1vXBL@`vEFZaLiD=(M}lI!p95+tw>_{~Z`fxNZsf%COf&bz3iC$eoH9o8j$d+!9uy zD!y@^7T;U9B9awNq~QYt^XPEaa{czRdN9 z&Zvu*TFaQa3^T)3j#sW`{Nb9!AFdnx;q1pB&T`D*t(Q9}8_oJk1MyN2RqJIgu{u0o zZ}w==RR2t-N_cDcj#)ktk*RR|jkD{fH)`LAv%^P;?zQ*KBOm zy7dM^jnKMY#&7F@9+Ct~h(1b>h(&X$^cC+0%d|Hs9h$_o1?!twE~|s&$V11H*#oop zmiO%4vo|@h+UzH+E5YA3PD2q~qK>Go2<0H*^$)IBYl!)GRKH9m?}m>fJQ|YO@_};l z-tI72t8M~JcWHn?Vo4RC);Bfuw1=1A3&g49=#fJYKlbFq<-z$u!m+UF3^$gb`w+{k z+Y@LE?T_;P?yy&DB=nt6y1k@2NLB}f^|}4~H#RolmPX9V5GMB0X zN%e4ZxmnZLMuda5HP7MoTqEHK^&P&_4{M13oAls~Dp)uBXdN4+orfibo|uw59~3Tn zOXgM5Y2fFeo7Aek96q6I1H5psu#GBqk2Hs2JP8n(n#?{KyCD08tgnU9Myi(SvRn9CXrLd zh3@{greii1z@t6}l42E}+1cEg`M77#o_7R@mEG?>f@*SDCU9M?UWbw~oi`F3cb&ml zr>{(UG?`CM(KqtK`q?S`YObtRFD9qXV5g`u?P5}W|EYR)Wu?)>tIvUtKED7bw0n|M z%Wy8AnN^qr1G?F=1y2pC!;3Ea``&+{G?=_txzKD~OgiqxW)9K_AS#NQxHDeB4vBNS z&fwzRm~=#8V-=IKu(^4a_zt+3JY|tsZ+bKfdcgOK?+Fj!Z1bYQ=use)G_dBAIqCgH zQ^_JJSJefY#iKp`_v7Sq^Mg>8$&^tnR1dABF(uO{E4<2Fklg(zMT?YviWowU@9(4x8wWQYU z)rQRhX#D%N5PQ2C1u45?{(LCFL}ezgB_BGyLV3?9vDd<-oH;;#}11qM9v`iF&u+J+#L=q zyA~RB?5KSbTe6&(w8J%>cnQLS_H+wGvRSt=8PgRR&5~wvs?#`|v=+Hpn?g!b^#e)R zqFDe32UxaCL)5DK1zVePx=2c$^>U|hq;t#gY=Z|2DF}XSIQG zQid+tO8a(^WeJ+=12zDGTeW;uIk^d?C210=s9?v|8Il@@IdCC%90Yo%cQZLM9hb>r zdtok-zQHzppnO1}r+Z^AVQ(PABM1d$wzhY0?KXOYO~nV--_R7h)NizxCzI(1(K`b_ zt#>*^!6i*Z_&uSOa#2R(Y(_1!r$rby(IR4-M#R^UYL}wVL^sm#m?9ew31JFcv+@)W zzilFVzfxb$Hr4eSfe8|sxiMwBG8L^wDL9KwIv}R&NAz0BXPJy9rB3!#M9Hf# zGYjZRxS%jSvAbNKqTI0Zr|9%GF-50$F-3)BXXfZTXlmH3fn#3n)@3DcryrV#A%ObMfq|(NR+FMj{WIa_ zT7+9|6}{Czv*~d2)I)a65k%MTBNXa2V_-HFi|Ul8s!-kJT<&N%KT>Y)$Mv-RRSFOs z;2{@KHx-Pp71zAvLvT5qJCpN;`_-NE?F7buDfu4yfnMLrPAZ@$0=?Jw(zBLKiu4Fx zitZU1KY?z6P$}>8x0kM?P0QdDYXMSS9CjRpEUQz2n1xx~74a%N3YXEfyVaZI^zC-K z6Bdc2qde7yOUp<{xxHs~DEt`cQTSRg!(0VkgvQFY3Z(*l3gKO*PK6*uuM(?NM3b~A z!ms%db`d^66QjIRAA=8-CKI~D!TNCE<`x8SvY~dai2hCWrdFc!$}v^pbX3yDtO7N( zLN<3hFX22)^^eF`=dH{ZYJpaUh{K1Y9)Q5KT=KV%^*KpZ_398bXykOgHqi3vrls9&HqLfYd1=Bb-hH&vi&V(;@`ELF(4nQh$wU8Br<)RE}c^+pHkA<#AUGR~FY zG^KkWAvStFNVS7i+?NY_T`wmG6WqQ5(gJHR#(R??YJBFiN~$Zyo&z2@EF-uET)58H9lq z=WTajBZoR@fH8!kyot7mjs~;`Hx6VNb5LdW0bZv8rG^L7Xd+_MxoUfun$hUldR^u=`fhWIGZzN{odnxt7YZey zXg70?lWTdc+gQetL=%U7(3arT1J#;wHmGn!aQ{gIrv%kxf;w!BC9q4i#1D=f`6V!*wW5eYI%O2}cZdEpi(V6d#d|zDnl=|{>p2_v@5mq-_5pvfUxPVk*|wo< z5m}tV{Ok7#d#O8El_fC(7b^9jLQN19y3QdeD<5HR_%`<1N@t+QF`~S7CRbb7F|L6e zbx<6Bqt$nNQ`ub1$_`4R*W|5_@@1|iKS^K)_;jP!C3YB4 z{AVVF461D}@mb7pa>3|MVGC-4YT_VEI}@9RTX&CvJrHg4V~duoVrfuM(m*De?|t3E z>`FyOV8U9JOgNw@=ky>-(G-2(O1p#&{Wb?RxN*o&y&XqnoAk3YyH{%{55OSm-&e34IX}N=A1i~#C z8g&1zjuHq`H!4x`KNYNaj zB|iMO-TuxzqBJ>yjR*WBY(Bup8D2Gy|BbO_ajs*-Q&2!fgc(qE9M37OM|gXjomQ9n z-8PPjpcPq$X@7(DAQH|7tS~YtgZP^5*>;vS%P^9UNJoS&+Ti|r7j_=tKYXDKNM?p| zoLceTu*M@zog#5#yoTstz&^LZa1AWCpJLF-Hk@fR)(r=lsW+A!%=}5s2*YGRMi`PM zk#oBquC@cuwTO{f3|K?gAw;<>}-$b+etiyqI+dR2ib@2UE(a`Gh1 zfY^zVYb%B))8axtu_E&d<{-ScuwfXS7z^A5-d?KKpbR@?emQ1V3KM~l0lac(4f`;X zjFC}p5_-Jj8jkk4#~{O6&LxK}qa1N(=fP6p2pDsb^ua9JsG~B&I88Vm|e1$!?h?o`Q{)-9-u)x?v+LO7l3Z&_hPG zn?W)nAm!x9vL2yA`+=p=ZYM>;F(n0}nE}`Y354FkiY7*MS{qWi16ep>OqWg{a%7q; z0U+#KR9wzk_P)!5K2O-k!M>|!q^Yg<1iB}y!i@Gu*NP_^X7fnFm`)a}y{~AVo11yy zzysw2v-i*5w^(tdI5S<2*_i`xEgyK`?f1P6Ib0TSd6hJTIWc+c!{)KtJKsDf=8o9M z_WL?=ihJ-y#eI&bc!7NFq0oS}Y;wWy60iH^Z9mMcbw}N=p{=pK>6fguUZ&-%t2R91 zOEExDfv)<4nsWN-c3OZL&Kpn(}RT=VBU?Cgp4-r3&7R0JZ$962P+p(l%_2;Kln zzRU?N5Yx$0u}i8^k1G%HPF3npX;>XL*LnOOCt4n0-u{R`Tf#DLf5e}4yPVfQ@h27l z{~-nOH~yGvdH>9OCM7Ol3C_Iz;XnJscpUc!oq?V^Tx{|g_hD+h=Tq;#vfN=yBaeY} z!_5MjL7mT}_yWQF0APocZ1=2yKyosBnCC7RYY-p?`s1>cm0ZhII>&>ab+2-_v>t}<5%G{yz z{hm8e+k9rc(^hHH=kjy$ofWWuw1vlKVaGU15HE*>l zuw!@JciPr(OTehphc3g838HdMoV7fmE}V=BBp zejV=G*S$WjVXqJHL}W-G!C4!&>w|KVl01gYo8$F)AdC zcZe^Iy+nO4BJd@jVNyvxkT{rtsUr%_8V(=CgM#dukPUq|W+2I46$!`~;oz*--AqdG zQE9F=+pvqCoDv=!9}!Oz?^2#2@w27nUOAVYVTvU)wq~`MK}F&w=an*Yc^kz}AOr!- z?3Ade^dRa3@@rlTL@uvL$rY9 zjtzN^FfZv4sQsScGf$+Xv1DezR0!9A5!q>995#b^?RAD)ijC+E%#2F4WGB=P=0md4 z#L=P*y9{sc{J5OK<(xI>$D=nMzL_z*>IidUWf5ivFI{E_bKzf={#AWTs(Z)6c2xIX z6?ECV0lLC)-4YQ1!*9HN;WjWPH=*ARtMclFH!uMJOv1#%BobaAQ{N;_EzB|rc^I@< z_^kUDzQpE2L|{pJaN)4cWs}~yaLh0+eMDo?AOpX}8}KCDz;_@xg#P-Ehzg;<-i&Y% z`s?=)2SR`CLjVZ*HEewXF>-IlNId#;9mOG z!PDY;uoM5*CajSLuuSM{A?HboGm5ka?6&@|#KRTSVB(l;a)~E4P4BU4I3=L|PLwzp zT{y3dgZihUaM(5+5a1XKW+imnL_R`J3&y%wet7#D}K{S?&IhIhhGUWGH4q^hKRw{GltrFPj9y&^!{ z$u^K9JwKn)XI;~{-7fh#o(7tp?80I#{C!PUuZOjRL4MO{H zYe&zsw@pXSOLuGU&dWCGkRVLobi>=B5|ygooIBmhsev~X`t=L@K%sBTEn@bEJD3Hc zX6t7VrAlI}^joh^gy@=UY@M04hRrB_#eaC!b$a{XW844Brx%}jzN1O&5o1&e4C%Ip$?pk(Iz8bF;-LkL&(P1ovSq7ymn@TtR#%3t+W6*x; zMl1HYm|&^0@Tr5{?#Vfij_%jZ`gvp~+_D62>_@P5{!Zu zEdmfj2gg}n$AVLeMuk`Gu7I&&VJ5&Pnh8FaQ+BHzPOiO`&z(BP%QdX>xzm^JX?9H& zW)Q~5?EvHKiZJNtN^yZItXsL$!#Vy=`YfNtlTT5f$k~o0XF9=ie)2uj?9}&cLw$zW ziA<}@tbD@=2g?_0$uC8OC^~-lI1H!O5K91DAxr?O%h-w%b3yUF<(UIA=S=JyHKy*v zB5D)Ced^OyTggH~tiK2Qmb2akf;?AZscm&YtQc zWKX5U+0(s+{OP2)K(?!hQD*-7LPJP>rO9%|PAzk)n+-A$9Ef{gYDZ}w^)?TFi^6&* z9SgoWD@S8lm!iNV5S+;TXZE+e8vG8$jH&+4bu;#Ji6v59t|d~5aS40CX+75+rS{ou z#})hchFhF(LYNw}50t#mH7eL>YOvq6tgNsQIYde%;0f1V-1_1;3r9dZ5cvTN)kX5`=Oz&_WFbUdn3_(tTj^j`xVf0d z7HbL?zblOrAp~|1QI+$eERh2bJBl8nsT%Pbi!xLki-6j&(Uf>BoF^~8!0kC_bp;G1&Coq%A{{6|UYjLL{Y)Y!^^vJTVa1A!h^C~-)4;_5+(2)pl z)jCWOD|6(el?A8+01#8o6_EG}m&yS`3r4*)CC+d22Yj1Tw1AAKTdD>SwKc0V02z#L zYV9MZ$bV({htbci1d)L_NYPm-stFzZ4u-#m;X%ky6iO`OUn8I?w%dK!T=Yj&my|L{2I1??Tw<)EM?V6 zB+Cu%yS>m55r;~@j2j8AA1YnLhf1P9yfVR2%?XlPHiH-H^&4fqcu=*JqR=ca*Pu7i z2&^?6-ca$8`drp9wg|mUf@bp4?+6N^)fp&u)(~^CvPw(5bV&fO^yw*OYe3Lyo)}eT z8=5r-Ih*$=+?}eu*-mSTTY=cVii7NnzfDrr&%0b zGT()9m$6l>^P-8HI(A%@ZKG)HFs4c-s;cRpFw}-NQT!C>azt-1aO2oT!pIk*` zHX=+=M7A;(!~PK#v!juteoJjrIq?irD0rD5wMpd^&7i^ElmD#DH!6am(`cno439Il z!5iJ!P0}lz3sv#mN_V85~=x7i)~jJwiQ{c87!kiU1SQmMUABZxXRV zj;VE|z$wL|1i9i!qXW#(fcBXH`c-_lv=B^vhYjbdg{9fOJ}blKd-&eoA=!Sj}n&{V>+dzjI=6fO9m`_lu9u>gIF?C{x%o)1v_g%rsc zV}ki91$O>h9=hem8~BfA`JN{aws5t_SF^5r7s%ef#j)98whU!5toZ{A??Rc^=9kgF zH#v_kJdT{V=H)cJ{GH4}i-e=Nd`hg_`>lVEpD+V^i!$*3PUP6!#ioOO|CQ_P`?Y*6B%2k#18KGrePuh#D?y;@nI@?96`gouw%%zP_XvzPr}m{ny|hgfh%ZW&9hmu zB?BXPn0d=Ci47AW#OSOla}t_gi#Vo#5N$nU5hdhGXjD9zJyGNy^Bmc3jfM3n?X+x4 zC%|;#2UJSZT4xnj*dv~eB=sZLrRSR?xGP8Hr3879bdl{3f>~6}+XA0xCJ6UqTCmiB zh(fP^8tsuYf=5Mj5MxY0({z1aTx4-Ex?fx*6h>f!O58@g!ujJyb<+lo!eJ%Yrw!Q5 zF=`R+0m<=(Hdrt!m9S*yRwLWLfZc8^BLWr_c<_);dwr)76HBvv%y3l;f{iudv2FHk zgImlD(K_PR%rTe}*kM2l3{ zC^CnP80&6;|%$t=bTw%U!WoWwlaWQrNYn>|${c!P80Qj&XEpN`aWr7%V=xG-Ob-P})*i zsL+a+bJ2(#i0g+#)DsX&9%ih~((=S{WfB-)2dT*gK8fPwMNmlAj^Ga5Co5);tQgeF z6Gk2XraXqE!0cCSdbe)PD`9x-Tg5Q=mZ(a@pieJ6VpQq3;aXO`2=af&MWFI)*!nso zf)k(4;lz7gL{h>gR)Ga5j=u++70a`MA^%cb`FmZTehur>bpx_voY*nGDtx&yFAOHI zt@mLwwZ>z`5pt7C0R&k?xG!GCqZ72f>0K`@=Z$Zew^l=dIH8T6*~8&iVk5RAsEvOS zWg8?3zW{4n^XVbM$-X_FByHGe}5FcjNjn(L9$;TAMv`QAi9yI&4Hp0j*YS=0O z5X-?Hba;CCo7GMLW3aBY$RCcTM@R;9agohqI4_qqW+7PEbj=CR2*AD8 z^fDUb831P1zI&oUyA~MeVQa@-K+tF-qd_XpuibmlhGNUj?{LfP6ReRO6unE>AKIVj zcJS|cT|ZoB?=z>k;Qwf!5Q??EpyHjf_>9}oxlGa{{xg)^Xq{QkUP zIGWLnXf_0nV?A}2a^oxH_eJwn(;i4oTP$nsM@Gg%S76F+AX=MD*}|SP zO}`4$bIhq3PfO_zPRM1rPQji@koOa7>>0b0**f-2&CJrPFhh%H=hd2-W3XL@qVAsM zl5vBw7fW)U51q~P?0LgyWtl$CV8ixZe*NSiN7SC?@*H8Z>>lq<9k%PjTZUT^t?L4M zQGZMiH8mkJ+>-Bjw9-Us?{`o-6|K%$@BJexQSVzct6z+LV@u#WN ztjCRhd8C$D=s^b;AWEoL-ms8&CY$0@(<|!>doDbROWc|Ehm6|}H9(HoX7*PCJILOI z9ycDD!V_)>jN6(rTdA%NSgvh#dWEO(p4ZAB?PB}{!2+g7*&TASIB4XA;?HWT>7ER5By7o6)cg23YwfVv%AgLV{7HPHM#l2j4xlZ>TJ5kRES9fv|cx16rieDda9x zrIdnH**%BDvB>I^E=P%!#w}1I>AW7RZ)Cbz>ytSfYRZyG?Y5DID0|GHVDzY1D_K|! zzt?Z{&LOY}IDK5t21`{CdE7i)niRGtCnJOERGuzPhT|;ywRiKz6;-gg1gDiG`fJam^N0BPDWzi zeC+4gsL%u(2JJlWqN%#~_1#OKyEz2@k_@n5peuwMHXA8OL~Pti>vs8awO*(5ri7yL zBDu{^S*j@eQjnebrc{8>%Pz5RGTDoOGq(Y5uCX4=DhECeytGLC2zYf%-Es^hgQyi#=x~b0@x=6uTYkjFOi$$0d9g1u_-^Q?XX2)0i_WxQYZi7( zH1uJ4vt=s?@oPm;zCFK`vtOdr{j$_f z>_qB0e0@>SM9an?` zaYjNO-exKB2~NOrMROU-dE3J4L2GY`vN(k&KfOS*o7`_)c#EO4(`8F%f9lhY&VCY! zptHB@xpx?dusy7`Kws~F>vh%UwXWJM9fcKMd(xS1*4jhdMbb;&h1u#Z5t;tTwo{@Ogut|ZTVGu+bqKD*s0?N!M>DhgJay<@$Bn?Nl8XA2 zS+mjfXjr+$oJJlj9JUewPx>v31~;UOkR*y-&rV^NtyeCbfv7NZ@%=}WQ?P7V#pJl~ zp30evN#p$&a5X;T0>T`$ITS5n%Ju{+J^hWb{Zt*3bH;>@gGE)5^Nfxbs4Zv#Uz=7Lb@ zi@4~Q1EE5UU`Vr9fy&c#c>3e|Cvn_?^#dA685SCiTCcfeeXR-y(O9ZZNLADFoS;99 zLgG@!ZLx$RVw=4-m^Dxi=1o{wxaVv&eZ={a4pnUjCzyfEM(z@@y)jS6f)XcUS4rzn zpz&%*kL%QM=PKz3M$}wQBd>On+R5+k&X!z~9ryK_YhP_9OLN5F9!Dw74v0e?RzA=J zaN^h%02y4a`UX|uBA^+NnkwUdY)dwB{2(L3hrUJ_xP?THS?oFK~a~i!k)GaG7YK8}t3fm)aN4a-;#TZ)1PE@5d=O!H27|q9at6ri& zEcnl;D#Q!0sFBho#>;aCA@x`;2NzyWf>8YM^$2uV8EljTLA~pZf!r*9dH5W#_!I|I z@)kK>1tV$ExOnC1HnGv9nR<30J;B}x78jihNg@jZAjjkCD^&=bPP+uaEvHg6uV~~4 z@-ND1ty7NpCIWt?Fai{*5%M{TWMe;3jc9L$bzN-z4y<&>&H_Fcm)qDyrlvT+ErhJ8ne$KbMHzDkwQ3w3gk!CTPV3E2`c&pO9YhFT8aPirF&))OHdwqCxI7KoC;Y zK7wa9Vh_tQWG>8R>ccRa3LT(r#)DJH-;Zl?_O5N;zTY(Nzy$#os(x&*WwOcu}XkMmK7M_LWNk! zFthD>@|B)XW`_aWSUVH5BPT-*R2dbmm4NM}$h`PLikt=(Y+RnMda}Q_KqPU4o6oml znUH~SxxiNf9#6my_E)q=H+n>>DA-pCw5T106oZBG=XZqcc5|Cx#-JX| zwrgszU59PAHEvsen?195va?ymJ)b2g%%9)s8KT0hSHAOiL@c)LH$U)V1(2a6+X4tX zK99`o<%QgymV%F>YhtbRp$a$#ihKsbvD)JT3XdoggR`iZ5g zB0ywi3gPf$3?@wtaRGBmL6f?iIKM0A^OJpD*0>81gkTOSv#bFXp}Aavb6EmSxB&_T z`5b2cxfIYv+V;vF&%i)VhV`7o6|cfg%i^ zEw_U7%J%e&4An_DMzR_uZkC>;mD}BwEFUFRq(OR~&GS;W7ah-{{Teh^#M|ew*dK^C z(&{4GTOia+2NVnQ=zDV1a`#y&lC36vCvr^qub9<%UWw-8_E^5){akgJnZ1rtfL`S4 zh|fWHq*qL^2>sT=k-m&hD6bJyJE9z6|adHZ_Zov!o7&KWr0xIPfGO^z=AnG2Q>$qT3Kj3u;z1JOpUxx7h> z0@-c#2taIA^qo73of>YocW{HoRDy_}opU`LQqhGZ>S8@04YHeygldde$}--xGqd-L zb$xWCO>QdB>L_L$BLrwF(4NQt4hK&HIu*DtU~3|$uDEA#NZ}8e7@gdx%gGpSXpqB` z3h0ngoS9RiSunFP@YG3>gOlF0#)4C*j&fi#?Kn9%H_KCr%m>#kBg)R0!qa1v&NRr@ zocWNgIg{n2tvU0B9%n6F!{LBrPzwcoG`zTZ+k%jZKMI1q*VaKQ5HGTt%ZR`fiy!&$ zJcEPwIT^ruZ=uUZ>n*nfdU8$|H=lEyI}x(3tt2Pgf)W^0i9jT%=?GTC;}YB%a5 z2l*=MkI+*h!k+e<2z#YyN^(ApR3sI^%PfLoq93P9u!)DCq_`8z9_E|OAA7VHv( zc>9x4Na=f!LvN+_Dj<|!FL&zIUaz`&+B5Cj=!5LmXQE4vv++sv&gKfJGR*cyjgy-` zs02aA-7Cj;rWL*J!|}Bm;KtdQb>htW*{L(t^{F$sJ?G34e)9^QW~;h15ziTB-d++e zD3h55f z+3EZ@m`M|vZN&+TsS-&C$pHuZF{2gOh-5)9KtE4(@qinNSW;n3)TqkFQP36R41&Tq zqf&WljYVtdpo`dR?I<;*0IJ2IV8kDyLnQ{MYY@8!`OrUj+Wn4+{AXlOiRW&%UDCKL z{|3U4z1n@J(|u%qsW-w}vX599fmt5gqK#Bj_=qq#LwP@H%+G%)lU)*E3K_^g`(e;r zYs^p2ln-P-kxR_Eu!?nv%dELxK58F7qMo4NS#9u|ttQ;VJLqZ|=KSp~##lOYm;JnbFPMdoM(K51FAvVE!f5=57v2d^rB_B@g@-V1 zOGg%t;`?3UcRFFwZHxV4p^G@ z`TOm!KYW|{HEjKR6oCWRtJQ%^yj^e~Q+34(XK>;Ag*&dha9!&zTqi&@6Gws*Tz|_! z7B_-J#)Q#sYM13dTj+-+E>$jmg>`|lSJ%W*tDs1MWx2c3Yi%j=$O@xWDS;cc+u(4k zB1XIns6q;%)NH&WPiuk6(1%NxNSe}GY!z<$YZN3sTwN76B-#?ty@-R6oeJAgHj%ra z(SvD=xc4cqBZW+aqBOrF-_q!X&||qnK^u);ye)25Ncs-q0c@wmq9u{F{v~+Z4y=ZO>s5axa5YwH;Q`5$IqCH9qizKq#R;7#@3|OFZSzv|x zv^_3iUh?DTiz}h>wHXRgO-kZW)TmF6pccxV9|VkM12N#p9w53V=E~~aoEHt8W8YI3 zB@45ig7|%k*EE!-o5>(C&UI4>!b__A9RAWp&J}oH;7Mn)T!fwwu5_9am(0$d!etAq z1J70k6=LbN6%<3?-o3={H5pB{&&^f;vwc7XMllNa2{#E7_X z+vF$lX~W#W9S6OnWDz&Mk)6g_8J5LK>r&QR3GSB=Qg?ztKp(=3QJ_(W8?N3B6JFeb zmZ?itZvT1Yy>FS)NY>%VY{E33Ly0DHjPPu7^Uu)KIJ+qKMa?gIPIqgzuOv-55Tn@n z-w-k=lQqQ?C2gHtU%sH#8a<< zv@5=*1{7k{9XcUGySR-*PR+7+`zTIVg>|Zl8qDl0E29RmT)gct9HDjwanbnOClt4D)h^$61Ad z0AaH%Dt?*e8H1s@Qwg@xwF78%KC>JvEm$CrM!9;*Cvw%Kr0j7)q26(loZJG^MujL1 zl~I*0i1Ve}W_iDi;>Ug%tN2n;@f6~DS`*LUU?QL^wM*Z@X_LG|--1)2%w!3&2b!*+ zq;xrpfky*){0fzpF+7t;TrfRXp4MhgrU3x*Nn{ss$XHCsl$<=B?1Rajxd;?9DZ~2EVh`O`T>p7v<7A)2fR;K9ul>Ob0FoH+NSmFBjf4lS3IO62^A<2 z53#Id#UYnnQpF8NuUNqaHU(+gz^&YW4lan53pCA_*z+`V&1_HuVnUCqA-aNgR1KsZ ze%|gt0^f!rnBk1qoJlOC4LNG!>{zEX!5qYFEy6@p*f@TN-mKHgDVK|g8>D&nD~4~A zmt2N`HfUcmXrVu*AR!Lfv;3ipvjh`_ml5M*zYTBd(bo{CDk_*GVMWnA8BtL@O+pCV zxuW+nyuNv36v)U>&U8Gf^b;*CK^&s@u^@~$RgHdWH}U zQ7~sRGb~H67^%_{sr25+8J9h&aQi-w2(QS#A2(+Q+dVvYuHo$-QyrQK-nfaWif@&2m%bgx1Rub0LcjH!Un0i@ zcZA0T3`tX~h&~jj1fRR_`YFM+eoF8VM>H{E;_(Z&iggCi_-N=#QPd`?|E4^nTJZ{^ zS`UVZ{akT6@DA3$YIRK>EIHgnD|+5?b*W}EK8f4X8oYsPPtL^_a$ukqOJZ6%;zVGy zO1=Uwyh?w#gorf={c1SP!f0(K9K0?QL~`h(>}nG_N}+ckW1;3*X^`ZalTN}t>zamp zk#XZ9V+tW=i)wNMReZTzJ`GhIL)U3=5+)eyCsj#tHG6$TUiAw`yFNnKi!nPW zs@`fMC@0b|;0>!A4iGdq2ooiUTWQV)tU87e-A&Q(^5}@#0)-$^*aCGEfc3!D!tt># zp|yD9g7PplUD#M{)>fregpjI9uOq`fyEBN3&+Q1RBxnxF%kE5gevai|BADGF(=0u6 z1#_YTZa;h_UlP1atIbRmc|CUyrv>-`K*ccH76##uhM|Ie2x3WDD71}YTJwCxMjj#Z z4zNmVG8+VIzu!c0v2|JLsuE3f-wE&|Ru-lSqku^W*TQw>jd=utE3?_Nh2pQK>j>L(_oNpk1Q(9q*`g= zGHsvILP~Se9(PF7pMqjjb@uN5CJDfuLhL(_v>+DWEF-l4 z1bQsg?wLS(u7|?|3p0CJ#Lb#&XQdsSKLqP7QZDzCQWFPZlLRkigEBh73H2(TS?Hc} zU1zN~=ZwCO9uot4^yjzEn(HgrM(F^I@SCMz{!M}eA*icYCFnhV@AkLJEK3MLBk$pG z)K1N04dH-so&^0B1rywMp1c#+z+4D`YNerzje*I;Iqpf~C&A8?=J zzcsm1UhG?@#l9sYNq)h$Kou5s+n~-knBlr%5PxKvN~W<>t~Y7b6zy&&4`5Tf>hMZfuu<)qZxJVh1a)gi>8dQQI z2w!RFV^upCLW;x#qrw@Xm&wYNhKUbmL3-;g$g%yt``9-7t`{aLUN$3H^0}0KBGHFR zsO$T{um@ekIAX_j^BvkSUB*5jlCIN3C~?L!v{ukWPqDk}yg{s9Ot~F6rKkSYYlY`a zC%yDSA?0)sQQ8xCS5)-CY5ye=M#A{plKm>7OC$r7uNb-`2>6vD;!XpfBGbx6GEus1 zmzwq>iauRHwga7^<|xWI27TWlfloq5oxCG=n$rnY_b&?N4F4pSC z7oBG2&;o&sVzOk+Q=e1T-%(;R%UM;J<=@6rhB;u$pu?Ev3$_h;k`67|HL(i?7(W-A zP~mQmeKva-EIa;oM^^UWn}@&HR-@M|dJLT2oa`*+En0F4L@RjmGQ*nK@S8o$x&qqc zUlMD{zU_h5V~+2HirB^SCp1t2;g*G=f{Jl?7ZZZe z)`o+I9A2*n#SIK>OKPi4rA#5zS`VQ{e8kQ<{T%Pq)1bLmXrsP#@lt8)m05Y+_>JAMupbfXZp*bZ zFJWL#eOP7f=^ikK|lz3{J*B%daofuZ~qQp9eP{`yqUmKz!eI$av1R79O>~zV)d6b$6*LAO+7)+Ww%%|)mJeQ$cij~a#}}IuR9FGbxg~(DSfMEZ*Hr}YbjyCDg-UiVFtJ>~X>$#z(Oy=-aE=*LdxA|Fm*W_D z8uMy-S?@B6S%lUiOS6)H%YI8s8Cm<=k4<$zA$Lo&e48%??q;((4y6N6$Ra*v^|NmKa&#QHIg zN$D1Ci_?|HXUK+1_^&iZ(xYSGb6)%Ed~$EPtJKLRXP*STo35XLld zNO4Ben3BWon~*#V8kaN5Vw)*bQ!p#xE(}zP=|aO9QcZ?XAAS)591&uvt>YiYpp+wI6B=$r9iK05)4b5OaBV ze-#&B)scZ8$=^*(CS8}3>clc#WJUGrjS`K+9va_i>Q{V8)@ z+_2Mxnf;~-&q}XR@Q3&h!Lys^syM%b?0{A1{?kX-O9PBvr)#I%~6l6_3rJzJfcGfqf z0N(Zc)i@jMztHO7`u%E&ILkYl1|^0e+Q|_*&xrPm7L(M2MvHEvDhjafMi?P*fN2}9 zOwb=jzFu5>TrbR22?3R$@J6HE_EXo@78VcdApJ!YeN^C(6>Y3r@wjAdh?TsVG;nKX zZGcKZ%SE|rL+g8Na3L37V3nY))aE%zqfyX1KIKACfI-8|{`SNO>j|`OsVmkHxfBka zL#nvAm`jNk^%_*pUux12UYPq5dHZs5yn_Z)qo%a34{_TK3v)sK4)P}m`2vS1SZrv= z2j&>LcnMayIC<65Hf9>{?GBS#6~0od-7c`>hRU$$Ndu0{FuEmO4 z-hw>=-A+ErLLE^9b@$CiYg== z3B6Zb8(Gw`HcqFP9nc^j1~m9RS`7gXWt7Ab0yTid)=KW-#^D;(G^5HJ)c|P5HYQq} zpvV<8`eU1hm#z>q0hdS2w%Ef#mj`#EV(iH%kindE0(--JN1- zHWm)C#omoIY?5?2nFH?~vG%DGm%*X#8k0M8+fBN{kKJHAc%h(Mw>4`XC5F1Po67bWiyCUo@oEdJFf` zbq1A!oq%(hyFtPV5Y1U<%ApHQpB|qts-k!`0h`p4TJiEN-8(fn$wVaNM@p zJ-696M=gZh4HSE7a5EhIIt|0A%u%o~?FQ-To~#c~9?h$@N>ftkH%aIp4(i2;IcEb@ z6__P#H%DvQm7^7Zw+10pm51Az!dt_HiXTj7&(Ef{;bZH-qo$wmDq6X-$yMr=TG|n? zO%wm(G4$m=>u6oMQ{3P#GfLzyqnm7Iysl{f)GoWlKr@ZLobk$oU=jBOul4Jb1DT) z?FgRNcSId@U1~RfVN`^3duP^)ZSs7-`E+BR^KnwHoT?NzGBvTqip-c=2ECtI5c!)w zhVKcDy+wVd?PNWq5)Ef+bg1?_AcHt_plrw9FpRQ`$c3YgIAlC2p1|`FhDb&sZy1azuPq%db`0U(aMXC8SopfeqPLFou*=Eo&{F!TPl~eYFY@G4tU9(qiyl0-5 z104=t&KP49Wo%`&aJOX-QWJqCA5KOsn)|^|0Rf`ZCNmG_wi|L<5-AguUKZP|T8^T~ za%qm;FIuxoG(NCcZED+a6UnyK^cK40B+xvvJ3tVIhTOW#odX1YpUoDs<0KyEe#*hoLhrLoeAxVJS`FXl!hT zJrd03HN~oDd@?2Q>736tM5r^L%ntZ>y@aM?)=AwL&0APyz z-^XrZ$eGs{mC@ZrGaq~5jmO^1+~uO&mQjgi4O6;w`ZdMdi^+NL#$yZ2d0XyA zYcf4{s6Fb42*aK-LvvF*4ZWZqOjmBz)2-a+CabG$)i(H zV}Mehbr<*IkwZsl%~Hd`sBAm2grR)E36#7Fwl7kjvV(!|y^oNOW@upiSSOCNx^>(L z&-jzZb|=#+w+o9ff%wYC@@6^-n#*0ek~$n9jSz!uxL^cr;%&$?(kwHL@x{#EK3sqry-K}-C;Z^5ok3cp zkaCc+#3Rc|Zgy~@t4s24GD%a>P)8km`I#fqVve?&JSq6X9MIvLJ77DbggLGAbd9%b zL^prX0Git8^G7w<2&WK_I?K(KA$%w4x|JLOKp@;pHoCn!)cfLQ zNE4p4j*8bcMG%eB3SxnDh!OlP9myL`?LHjfa3-4w#hHEQ1bVNiu-ztPJ8?7CUqvCR z2P_HO$1aN?ZZ;Qur!*MDPy*Je$UtZY{&WD$clIL6ms0zbeg)lwcOIV9A>~s@trRK} z6E{MaIp?%paK{5ozYv2SN4ygU zCWJ=9jt6A4jkAFYQ8_s`H$8((3X`R3zcFt--}JK*xjL{rZ_12 z(tYE#)MeF%#vSk5Dd{_HriY!^O8L5dBbm+2vapFtt?kxE?#PTk`qB)Sz&1tYH$KVq z$4&EULlK@r%QVG!rPn=e>T=_~V7T*HRy~PH!%;z8UBmR?Q16}85gTI*5wWmWU%TR4 ziIRkbgaK_beY5SZA%q9pDLhjL%~~54*bUrwg+07Z?i#+TP`T6mlgvUcQIQV699BC+ zY37oHY6&ES5bnr*So71zxM-(|XsXRjDy=TwY$7I(oYonh#MYVGdwg&|OJ`ZuY(x$) zqVU5xxCf(6>S36JliSWXd%lrNmC3k_(bI&v9RW9vnz9jLGliYy#wtc@6E5^J_Uhff z#1FC|!8`OuJF1P$r=xCzqv z7zhd}+;lZst}ew?admPKq;Jrr6^^PX_f5|Vvz9%wvBQEL+x}!ptn_;G+*-G8kN$*J ztC&z#W-!#Y(4I_@(dp0Plgx>D+pNgS$I4@#d0UZ*v}K_Q#$!QK4kHF;P%}%?&ynSc z3t9o3XAfw=z@>{eX~`#fi*=HETLfp3vWC!|-~y@0x7eb?>`znm={=Xe<@>($#vAyL z5#qlH!_ZeH@51d1Z-Nf^CZw2zyBB7W@FJ29h_@#3zJ-HGd}Ti)jGFI<7gq88HQDc$ z(=hqYEPRM?Y(INSWWIlR;Zve;F15N}1C8@XZ^Gl#AGW`K;$!yLd%o5F`s}Cduf5-I zehpi{g2Dr6wj&+&MzeMX8tR|9rBFjXTi&yG5B4@qysMFHSD%kfZ7lued87 zgnkcyj_Q}GrAW#yRtT+vc)jU zhHcjEklwKm`}#PKg6m*W;WR4@TwXWIz4D-p&dy`rga{uL-Bnb~I&vOg#3-mH0K{gk z&=>VMD6x8>uAjY_9IIU5pK4|O{io{H72Ljx-)GI{F00AiNHVCN!Mv!dM#V6~!rhaz zHh#6o;Kc+7S_s#w!-1^;?BF^k=26FNkBy%VQ+Dtxr`G$pwTGL3yWzm(bt5=3Ft$S#Fl zh^XYO$5tu`pgnAkZw(xLGnnP-)3P%U_^I5)p0z?kwl4xLm7S0*=`t3JV(jC*&XGCx zM4rktST}lDtd)Dl!7Lk0E~<9YZBjN4ay4aW1XD9>%rRYNhn*=O&`wwWq5^1y1TjK` z1WSGnj@_G-tAO8v@CP{fvH2B@a0uAgkxlni7>U%H&5HOt)SzpjXN1rd^FiDt_(5ti zdmTz!Krmer*~GR$*(dA0PN#nmNeUt6*U1BObH=s_0+5Lc)umHHI^&FFlxlILGi(#* z1LzLUS55&skZ^}_bg`@+D!LDp@}LLSrharzD#`@Q`DYDdVi1k6b)!at1O$@A7JulxMF45(DU6gR1tzx}kt!kC##S4h}e^GU1CAE7lUV42ffLH0%;!~x2t?e2dTU9_Lk2;p*Dbnd~L`y57)|%^^ zWhlxK*;gx62VWQ!_4*C-!OE&f7fu(`3*Bq2UVP>D0s~dnR3tt z+7N|#^jtAWr!?>p_^Pl>K3J;$t36zdr?_SS>jr4S#|_gR zH3b2CTv(G@AX+rDiYT-3#$yaUI5gB+^=cI-DuZqZ{>+T5Mr>`z!U$p%V%1K+I(XVO z4MKljCkZp-h(|@v6?Ae1S^{Dg{VNKL5tqenODNm)aBlJ4_+v4dL#Dx!errc$_!1(r&Qps#3Z zOl{*H3wuSYsKAcCQDYZH5gjluR@D)g%`%J=1Rj-1p!K4O0Bk>CyN?M5Y7s&PWkwY3 zc}R*drr)|XUbH$Uh9`Rc!h?F}!)Lw;jL?T~y5WX?>ubMR7@=ErhZtZdfI78&w%%(l z55WAq16M-qO-hF*lS57yeB_~H$?SpI>&y@Dc7MJzKf6+-TTMDBB?IL{$G>iq!g;G( zbFry+xOIyyx81pwDoAXA8p1y#6t=%P)G`{V+uX40zhwZH%~s%iL2M1h9wi}+fcm+c zEDm>v&|5tMPc)oIJl&`VTUl6CXmG#G^CnwoMik+BXXX&WntV2~P(j8ky3{IlskXB0 z>Q!Qib)VG(1ZdACBk)xMr#CSMKDzrfeFw}%2V|tNj*|}X8=zfKJ&;cIH`mr0;4y(= zHq0q_%BAX3vyB@na7!GvtR5IFe?9^z6F^|i95UyqJkmy~tPyyK5kUqM96^a^X0a8L zcGI-)-;hUvj!8y?2Ylz6)#U8qCyqRFBA3;X0U;A26Tlb-a|>^rW2_v{Z$yJs$P@l7m+0 zuP0{~ zx-nomZl)#BpaH`+92xXL@^CQC=0i3S6S5T25kwVhA^MaXWjqHG!!Y-ZO8Y9%r?T6e zE-h7uRWcfmJ;K=!YCwPp%&#k@7>wK0lGA(+E4on0l`r21p`z6x|H^#SF-GHM)Ykir zVZDp9$vTe24RGvaDouMRY}k`}Zvw^$k&_VxijETy+6WZ4Xs(wPNZE*bm0oAX$DT|d z+Z_yV#K9=1T!ogYr!e%+bdRT(YKI^CVYty!s!(t6lmU}QZ6Sc1CE^TZX-|C_S~K`G zKZB2$J3Ph00RR8(eOqkg=XIagL0dpbT`QJqyK(F>*NulNIlEj-j!lHBWyv>Clmcm$ zq^8!xA!n8xayTsp+D%a_dB4ZKzOdz4xu1@&x$-~ ztSEy)KG2OE?QaCsS>3)~r@jYGDHXS_1*CnMn;i`0D{zZr7hHfbeJ=yx?ZS8x*Lhv= zj*}l@Fv&1cE*d9++c==4FTb)8dj$IvScnOl)B(Yk+fSdygBHpL-9?;ng0{qtDq@I} zmzbZCXUXG~kBu&RG-kJEQ*X_!q#o=Hd6^sc=|tUIM*R2*`kf2}mVbAZoT-0qgo;3- zM{IHv5q6>7KSp)D-X3My8jn>ulv zPK6T`iy4t$05z(ZUmhtZi))~NXaNjCbU-W$WgmEAKksOf8@@SZkEM)uM5?B#;HFS_ zji-UYD23)3Ek>fc)UZ%EiGzc24{jZ5GD^akHlu1*xC(;+ni_|(VmX*A$HH_<)aYo8 zaYu>G;hc_Wad_r_W`sAze$8f%oI$NkO@^JbSTsrKyek%-OEe@yR~rjej#Bu66>{l@ z9I~P;Gdjp>#X&Rd+y_I(L^>%Ba_3r!4zii8OH#t*UX}(3oGS>O9>l<}79&WAEZ+vj6G+mYu|KwH5y;i^li@L5oA$;AR%7Shg>E zjS$80uZosuV2A}VN*x?Xf7MMa8yz{odm00mO`i$QFQJ<%t;QvE2jI++h+SLD#{Irf z=(d{=K}K=m0I>BwoI?Z~jqB=NSB*pZ)C7r3-UNC=(03_LEO7puA~DV{ixqgjERt^v zM0ubF`fcIB6h{>T%N(rZVBcU^Cn=8ma~w1W@Z773@pJ4I5p+Pukth^(3{tB@9kF_r>@6JPpv25KT;ls!Cmb~gzg(|QI>7UVy>U@sF`C!OPo9s)k(QpMIL*AbP$Q>q=qU6yQaQkVjf*|)*+ch>nq zVEMZ#zk=r6Nik5&B!1#Tk0a#34+lO^)Lh5VqvGcI6!q@LrUg^r#kM?>u+rh=^T8Zs z!PhCO;FAhik;jpKLLi(E`N>b|Z~G{WjR zD&ez0>Bc*l9PbKTz?um@;De;ne4N1I%i{%>e)#>)mVOS#Vt;4A6DFkdvwz4dPYU;q;(M7@A{;OpjI+)f3Wa*TKwLSeJ|NLr-<1^B%H z9>`^Af%YI_C!9|!SeoQI+LNC4C;;Cz>MvM^9}=$)Fg@?*F2T5 z145VuD$}E5gGf-VL*(aGGjY;I!KlZb5j!}PMypkEBCZxbm9CpTa0ASyYx- z;n=?n^6B);-nhpdNpEqfJ>Y~UCX*qi6B`PYBA1yBnk9tA71cEerKlZ3!iQe3jz4A- zgW1ESuL(1hlLbq}rPzq9AvglxubTTf+gBNjgvk(zw&K~qx3VTb@s_ZqsBmJ}l&oNw zPO0F%N{c$h!`xz!*RsVl#2jmwAkMRPC}vCy$^?sJbWGbJ7>?rBVUFmeH~73U-72in z5yy!e4usi;C5B*5SA%W%Lxu0*TEGz*B<*pUvQfHV*oPwg09S_Fv_CFajPGK12{mb& zyN)n=f-&b9yV1KBCBk7#?h}@jPr@%TiJ`G#dRlnZg%opf=XuHTOmOKkD->0iDagbP zl(UcDrpZ#>ObQ+$9$o%2WdzworFe@k!kQS7=J&A%dobNZ|HzO@r$>vM)Ob(OiLE3O+wEGxB@V2(Wtw}>aZL@*UAs~Nb34M*pfI~#cKMOQuOAr|hDt-zrWu{<@Z;uSjUDxAX59aQXEP=av z(xo7rxv}}_@gYC)I_1Xz-Bc*1a&j`US;}8lH<2Hhq>21xdYZywjwhhL1#-rBkjKX@ z1g>12nK#Xqg8nq|*OCV*A$okPIDEF67jmYePL@AjelTvTPwsI`+|nd6O>vwZaMy0E zBIL3&mG+ z1t3}^M|8PsqR2bM7g8_uNYnxHGA18IdJozk0k{t#SAgEHe+ZAwkp{J+96}vWOsc?8 zkd+RD#jFzMN^i5kf(cQxytkihXeGN9O(kWvKw=WbCl|ih+GhiW?4z0(oo7W4JYMWT z4s@!$L_W>*MkNW|0-DUly4$Pzk67p@k;vw>Yd&0jY+d1!D8~Y}c z_JyYi`6UjOFg7n5Osa3L`;u{e_Y}>R4OHCr3kOM~`ErbWTGc}_L@k(&(Ar!$z<_V` zo1uzizbf|X4Ewa}wD? zGqelgS4xOa+@UqfN;S%f4yk8J=iwWUPdwaS4!kl10+o2DoC^`p%oYel{G1U1X{A!% zvswFcKb z!@`Rg)GZ2-NK9@-2WikW(3-ZHVMd})|46GMb(3}m7Zxb}^R+kH_^NDjiwQVS);DBT z;vpdhOa}p}`jCWZ{2eZxWH|MVxA-Z`Vgb{V)$!xdi)6eif}gNP+533pR>Rpca3|-Y zZx%488gbGE65s}^Tn`c%3E0{J#WHRom^DkgkD-uCA;}VSfosP7&E}LypVo@gC}Nak zIBX|iIoB#8bKWS5ts}DP4I0~kQi5+U!s?V;>l#R#wK>n9-n^Metk4@uhee_?k%?j1 zOR*S$M{lVSZ5&nnRz^!~j+Bo=G@}@S43I1>ci}~{=4U1F=$gCRvIMh?ogkN{v zmKe%n2n!NFo0mk`Re{dT;Th`pOI>+jWdQlq66`M}a!x!hk!#in4wKQeukqKLlOt%S zjs`urf6HBflep1Y-?%X+Vui~ z2}7poiOrGR0Y!`lnFWYZ5 z!B9#XiW2Inh?vniXax5}86;^-AK3|z7`w3MRTad=hY~PgV9N$pYcImetO8tpU)Made zY-CsASH5Jk-@r?}e_S^L*%4$;z%)zl7ay=f1{lAb!`JZ^b^T;)n+sG3#0hRrBf3Z~ zXGWr6Z2FD$H(uGPJV?YRqFa}P;OK_=y0R>ihet_z6D!w;hwh|DEae+j8Z|em6w=*O zKt*7%VhM``TFnUuU0h6P4FVs3@Q?)-DE};#;d0Ly*LssilB273Zjm*EN-`J4pw^yJ zGpQ(%R&+yT!b7}53L9h;2F2t)5F^jctpK0+km;=b{s5#C@1nS9LE}rGIZVfJR)yt@ zdo-c{4Z&A403~dCO#jisX1Pj)b3U!)KZv3EDVI);hhpA}d!k&r4~K1VfRrAc5B8Gq z$9=%q7*UMGL=+S0UVw<#s0|J0kxVuokZJO*Rnjy0_ThMEx1Tn8OX(G!zr z4G0mvY#O7K7Lr55q4_ZlhRF~y;lPnZ&D9XyJ^E=u(xX|o-&A@N6t}CZeO?zq>1BKm7=l`fIFUe{2l35!h#^;B!A#~ z@V(n2&gB?=17eRQS$F{W>q=IH%ZZ4if=uCKepb52Ys2o^9S|$SI}xp-Z%ez`K!Ugu zIqWYkkq|4cnQ#vI1gZW?(#jQ;F(0qpIev7;97bQgEwiwY-*L{ZqG|*uVVixW&}#&f z3r=fj#)Dmw2rz0X2K@MOM&ner7|}U#)ma#&O5z-jQQm`S*9XIBaR$T6Q{*7#;fIj* z7Ihs4S2+aPEO#T4Y^)kfK?*9J_kojm6=SK;4H|ZeDK$Oh`9)Zk$dN-_;sc=eqWJ`| zBXvm}spoP|3BJ3)b_makw10Jo6!Z&~=Sq=jSJ!%F`9D?9&Hn)SG_N}geb|J#+FKV#v~IAS#y z8(X=Le|+cZkE7hPzFbAm&wPC6S6L`wmW}vNC`@Z~_v1Uijq=k6?;pSZTS%X9|EE5N z^aQ zHpX|Bx*Cmj4Lhp~>x|o5V%c|l|UqNLlc7YN* zmh-5rD016a!cUv4=1`KXtFumqKxxTq8beQbQ|6nJe^xZ!LAj~e z2-a_}NFtdf5}izG(OkQ!2|?E1oZg?Fba@Dw38hl{B#TCAkt)jZ6WE&C+s8Wfi7mJ4 zDS1JdWr{6~HzO3wK9wc$(CUtOZRJ27h^3*e%YFxI2^$$WBtmzDm4=N$*V5aw0e;ps z?STXq;jX%*2ck*x8RuKQyRCavB~7NIK7+aUJ9p^;iJU1gF6y+CQ*FIFmw4nbI+XMc z_8cmyUg!3tHtkOa(}N>tCZoei2PAR*sz*dE{&>>u^}K=E5@Ui9H}g}7-B3CxHh0uQ zGA){1v|AGx*5d}aJL)1ASwAc}2Z<~sm;ziR2QU>FkGn|KgeIX9t!h{FZ(KBZfhLP| zI%s!qcg4kjUE*>ZyjPl8%ujzI?K-1VPh>30?4Xy;DYIG78lueWAO*6l4w6)1QOkx? zd`5?gwyj9qxg0DTCO1(x`IJQBG}GE1e`+I3{rQ-y-h&m2X)gE z?V-d2od+hC_pf6BOk0RyE*2NiMkq3PV{38Ie7&-w9!As7;8k7~WPYYgv!DY6%ESGX zHk2FCoWbieIRi=5tt?h(TySP^9$DoXK)6JNzd6;H3D1>E;sh0C0YDu=C>t^Zx=^pA z3O(pJ$eL3mhOV+$0aay@0-DMq1>H$lT9V)t0E)`y&=UvNj(7bhAmFt!qh$4FU?e)9 zQIHetR$Q=>VqcN7gu7%+oZeVLT7Zj`LIy>wnK**SK=I--@j_Xep8^~5VF9-(;$RUO zWP&I8bOvscSF^$c@?{RY%Y+D&deId*H%wq&crGrg8j-scm&8YNnpg%Wu{u9O-9KhQ zvP)RGIH<@ji3NcKxq>;GniF)C#ra9F*SyOuFZ@IRRYa1D^63i;aGI((wm-f7c_>6y z7ZeWCN2~V5?XRNRN+J0yZdoh;_3gij^7R?r%&PUbwtru>FaPeadCBjukOhOl=^?2#tnFd&-$=i?ek!BK&prItNVHYK_ru*aoEV+3a=U#;yZW zD#Af*qHn}4H5oMbr?+o+MonhWKsqbM$BT;#ri8~qoT*weZ#VMWIUR^n8+jS+bvFN) zbtGazpGO;+G0pX^a@cd^uwb}KviA&Bt_fn%jJowV#Vwq|26F^Ck6B-SPb4I9RfF*j zl*GEPDy-6nadTm-uHf7jD@DVj_!OzRVdBc+&XFcjMp9W3?>a&7>~jZhn4WkNQw=-L zb!s%|rEs*lsXzJXZMZ8o--8P6cn#mXho^|?@b;uNeNg*89v?q|Y>996mHc8sDL@^P zG>dR?5U6fS(|bwzJxFPBz%BQ&i*YEDS8+>lw5hAy-O~o)WC)c9Xnt!{yGL4DgpadF z-u1$eW^TUdiQryYF5BOZR5|oa7h6o-hZT3A$bCjEK zIYkl4a{NJOPo2K}!jK^-?Gi)O>dDw^Z}&TQWa0K!-QJB3Blip8ac{Co=FqiWrVt-; zNZg+NF*N|OSQs-?&$P-F2!juDT0N@l!|en-?1#XS7tqSWK(3^IrOZ+q zMy4J_C7cnqBV{YGj_HFLJmyTPXu307>Cd!jH`&&f|5jaK-xr8-4+LkY_;^+9T>3iN zxwGpPxMUz%Dl-Z5ormAJ&x);1UoST#*=cunJkTyTqWN%P^lX5P1S%4UsDOq_NJzJR zCKSZ$FjLGF7pjy5cnh6suurCksg-mrMq56-Na9w(I-W>ERFC{n2UsmsL z1#5OrP{u?e?&Jf8TAS?_W~}?4>Pzt0FVytGlQWXJB+m4|FdILqpq84FTbiVxvLNRjBN@oKlT@w22!nBT}Iq#ua-13#>hZA z;Ov;7gAJK2QixNj0U5wu%qF;(WA4${(Lt;C-dhhmu~2_Fjz7?uZ->Tz@OHa(c-R?z z$l`#tz~qYYQMD{UPgEp1hz71Q1O#nBjt60E96RR#PT805Jywzg?8~Dl7%0#3OR#q9 zP7svNi3r-A@xiEzpbpAzF4z^KPs}yCtsh%ygPhKS6MqR(f*8?&2WN~C#+^7-5ej&6 z6`PP%pUa`Ad^niUbmdA;G<&byHJ5x5$qCX8#GE5IshBpRCLw)M>NRM>mEMaK%_Kto z3wKwwsvagKF`)vRdz2S9;|OvsgpEGmdE2Qi-2&v2+9u%4pPc7cp(5}@1TcZ&viMHiv2bkH^YXSToUI**$4Z*nC}YbOoT`( zLxRX1M+1#fa>KJ%8)d)SlY7I?mMIEkv60PKKZvRV^{F#!Aw)elg^C|dM!?n47eD`-?U2_k<&By=qU)#6o@h|_b z*x7tGv$NrF2E!(lld!V+d(U24**q~;HYPBj35$ikBju0%-lu~Ujuu}UtH3Hoj5G9n z!WclVn=}!vfXZ3yJ{%aaj(m3p6(#~G*F0D=D5$ZfLm3}{1xO5Vk(Gix{!mROWVH*a z3THpVzM)*YD(p&!(Fqz6V+YSuT!hiXEYXT|Lc%vb_oc`teZ8DUd4}_x(Q=QKl3P|u z)QQ5GU6|67Yk^aWM)9xL$DLVmc~u#H_{hRONXF{v&2W7bS6(1;(K*dzc!$7&B|t)E zL{IH0bvV+4QrWI&ibUjbn2qwpD300TU*nNKfPw8}%*nuHAV%v;&wgctrZZX>98ITN zatQDO?$J!bH1~F_t-ol=xe`0%Gbw|XL@-O~hL&t=xw{oS(riW1f(tjWa*<}`BU1?x zGcUf1B{#i*peq|zUzv(#hQH2WLohFI42-8FwHV;WZ}LG{5+bKA&*!QkYJt zE_DJErkOE6O4+aX#)KX42ySZ4 z{$PCX)Oj>ISZr=|68Fo6?uia|=g3w;y~oVkc?GMWMo*xqbc*b<$+W;ShODfi?Sb5> zr}bg?oIbD|%O;+R^vfHaI;IE~xz&?=cJ@tlj;bWqrnIN6&}kX3DAjxs*;;qVQL}N3 zfQ!*SNvGY@*5MgDm0Ny6vtcgU!4h+cn_VwgCk*tgEix9FEkmA`5=-d>4>^#D%2%Vd z=pGa~h&8t7VpV3938_EXnuTt@!DwE1Ij&zN>TvShQD4uNt#}%UV9do-h zC|Z{Uk8SE)XXQJVRU=oNjqyX0N(;joqsp;{jom*lPmb{+hSeBGi zM~;}MOROJH3j4%`A-A7JosBz`gp5c%2fwDI)iepWbQe9ShH zCSqnNKpU|OpZW~*th2H?>9j6*4Qyi;!;={AGl=+3NF03?W*QW6-YTfM`E_i-0%7<)%&hgG{{5#!uI&{O2GrvC+RUCy9F<{#7A+~}=47m?qfkUQ# zmM=|>@S%suO7~jB*1<_!-iQpf0M)y*iP$3Jp7_nll?A)_!%hWJE7xhR`p}As0xil0 zbSg0xE0q0IXM|>y0Kskc(s0NSwsxVD=+L&s7rdr}LI{K?1#T(^cf;m|Z-fhvb*tNV z+vD2nBXC0Z;7I5i=@g`<0e{UKb>YAT;ppiXzr zaH@$2&QXb6nVT&Ndv;_2#YfPs!5-MwMH*s>QLBsK2fxgm+uveR-TKPw)5#EJHNH&k zKqBKv@CWoVZk@u?U&DEb+IdAqRH6OU)|j1&2W97UIJu`DlsW>fhxfaUM&lL=>0|jN zgX4ihzz*p_<3TNc2T*jIj}iTHiw8ITIhH|bF6?V z9oN3NRqLjf(|ncm25!ZAJ4V-T8rF~YZx*?E%_T8B-7QLl)69DSb*dRvnEUBa|z zz5+>AK((tR`?Qn=w2*nTb(=vtMq~I5Ip+(-1mAr1r8jFXMzooH5K`p1cis?pHdfS1 z*lvK5upzItUelb+z%aLwR~*1S!hys(iW52dyeAtaR+T&u^pb7VZZgTK>lVmw0{*+Y zg`{F_I%FH@L>gsY7>&S;)xf6r4-hR8Fra7Spaq!iGBh%yLL-KTbbtqU830Cnih(?2 zJjyz}hS)D?n_eq@<0}zA1O4qK2$JZuAq%m`h%E6$bWz5&19qm`YuOVVAXykmHQ#a@ zRCu`n!*$1Me+p*%dIPztVIkMs!v7H%+seyp29LacEQ^8VkLp8%y`cUEo42~q)lD{TQKXuiT`;=!A8Lp^j!zdd<3@T_&MIpeG`gk4LiteJbKfJ=$DPQO5eVn3SH zvNceplwd;wujZNPGx0+NIDn9D?XM!WZyI@<3v<<+I02fy=_%+DWUkka5XXPgMMeq4 zhzIhJ1!Dz%1Y3sgx`4&FJ1qp=jL-&Ns?^1(6k=Tg{)G<*rp*x_bJR&cd{5|xlS%~P z2g$bWq5%L<)D?gSCm@H;%Y3Tz&VFj42SK+hbAx? zt_Syb(J;Aaw^DY{RpsAB)n`-RL#>~qB?Z!1{)LO-;iTxgp(a0QT!$cMw+-*no`lfqP zu{j>LQ|~{v>ahZjfS?3HLKlt^c-gXj2y$iz#iX{EQxeego zb0LLzq{MzU+R6^3lN9yE)#p{M29We7TYwW}aB+XLaKiZx5}KcJKo?AVMy-cC))ze* zg^!uLI`ddd4N?MqiPs>9&=EfpnNDwN|47R7a`t!~T+Z>T+|({9R=VraEtvrD0TnDM zuz@`~#z7j31Lu@Z4Rz%3&Pxef72s{&#j~C?#al>5i@V0Jl+l|Y(0~a*0<=b>*1h`f zF2=e(#$a}nCU699-3on&%DbB&354^@<|L!7=#3RNsw&7L_zKCAMcv^X1DutL5YOFR zJh>hX4HW1OcP}VSE52Sy4kwJqH`7U-yJ?+h$-Trd5?8&66&um}&JMaJS&k6Tpk8W(g zgh$WVf+Qoc60dCkh8ZUO-ZNJ|c6^tC_eYZV0Iyl4qkiXlS!8l6zzZ99vQ`;aDzyA(ou=cYe>^})Hyhz92L?Z6X+uV z5=2F~p}V*5G0Lt8eApU`R5x@Jf;NaN#T!!7d5qn_UPC=~+)3aIBO%K+c3wRa0Ksy% zbtsvIKng-$Y)HF-V75K-!=qaE25WrJvXLTW>nYkmnQR<7({E2loW?0q&;f2R+C2v; zdo_eNhnyFoa1qy5#c&XLMZt-tU@jpA98CL~S`Ly&TlClVC;*(%7*@+?s*}9W$huZT zo;C_ED4UjxWHNw2odcIq={o5oU1XV9og(w?ynE2$7NK7^UL9AqI0m+FbPyG}1A$@` z^mx6t*Bbq5_npm+U)X^3?8c4fZ|pS{vQo8zoI1|XfEjS%cF{nHq@bL`n@(^k(i9y_ z)yC_7uo^#X+saaP1mMKfOyZ6mLi)ye8i1H{sf<>PJ#!)uTRflb&r~8V z3!o%%9}fozmcs>O*QDlGHH5%yn#=*N{x1Nm6m_JTk(4D^KOb?q~d?7l39q3?G6 zBds2&Q(Ge`R{KRcRDSyiZTpzSiGPwT5XpOy^-;5gsqy!`exz&wG`2pgJ=lAd9B@(i z`lfd8hsP%Q`9{`oHY$+kR@1`hBn^ahEIPE=UX$G&-x*C{GH2ToYUzsCFa_?={Gp}kyun(4VqCz1;{oX4@w%!C)DuIP%R^!`5Ax?C; zfT$(zVd{c7=6q$7vK@BGA2r__-WiP_z_A=^BLa0rJ_lC_ORv=1gw)%s_T%L3POpd5 z4nKHr@}T*i{d!A(4No4_?CYJA2hu+K;Kv@1w6^^k%P$?scSZjfQGw{8K3T<3ZKADS z4VJ(FjZyc2hyesCBD0Vp81X*C-Ql!*D-Jc*ULH()h;!kJuZX98OlrzNtcz4Vm9#BW zVf+2sia9u`ZU(nh1F2~^L+)9)FEz!3E&HpFDBZZ{PAQUFoS$-h)lrVs%{?Ntqa3Nu z?G`j=s(kK(E*IJg0~|rY4|0v520$|20mlmns71{lZq&Q2k&>n>qNHA_-A33%5M}qh z8lF^0cARU-8VTS8mCek~$WLk1Z5Pq!#O&3Rph`W}UTU}H8&KRmxI1G=RODl%WGqIf-xAsk zipOzhBB`!9%RM)Y7;Mnbo+P?&jbgx ze+-t7+?}&SkXhcDw)zvWaLxco2@4}Y5p9mT)st*3r6O`lBSXm884I{^H{1YVEHDHK z%69h$$QZ-f%@_j-ZYHrl9JSg^Kcegs$Zu?nT#+t~H+BH)B`wAC=SCtCi!Ltr*Y=Mz zIc%F0he@jJK_4a%2Z(%y$Bv>W1BQueDa|V#8Ex>4=^nFhY1mCm_N%!5qK#WK%M7*= zxIyHZ0T~YR7L2zt|AX7o?*0JG5ef?Uj>%JF0Xz>WCn!OLhAzjtT>U|x!w$2uR>fk& zIs!dJ#dgQq<^+;eCdEHvF<$4&p@NK5d0pHSt^OhM-owbRg}} z5|^ASz|&EhFGYfm9`Fk`TUpfnTE+sNbUMRI4%Y7(_sxJM+W@na0-pq{Hi+h!(SFoL z0y(_57vusC;Y4|aQY1bTceoukwwj~i$C1W_iv+#ui$?9ujzV#Ja3G^|*Hbbt zvz>CI3+S+^*02MhL?C`USBg79k&i6KxYR+?7yyG zKD?d_G`d-PCC_JMh=n``FKi+eyQh+cNw!07UE<$>YbB0+foHkC1qw~^WzsOqdt&$? zCWe{6O8G;*uHwN-)Tso+CXLzv>=XpL5fhM`3sc5TiFoJMW=H62&<|V>B@sgG425c( zG{f95CZvRNDXbmArRUau#bmtb%8_wggp^pD%7u^B&V}X4Jkt|c``+!EvZ&am+tXeT zc9qps9PdC~16=K$R$CcLH&JH>Da63(6jE;ra$)%h5%L&>PmWyBSoaW49=4`oQ8mw< zYZk?9g-L_?i;9+lk+Ae;3=au&B>Buh;c&5X4hMJlx5${$R*)!BKpYkPYN2yjUm#33 zC5tAk6^r|C#gb=lBBLN^`J%y;|gu;#F=_AjN zJHe$VBxVXOeF<5#AoC1V#;mHLgs+-vxcrq6TELAmZdfUZPVw`a{JJJgI7Qjla3I9Y zyRB~;4g>hs8b_1Uo^EW5q1T~9DgVi=cEzS=l zllHJ&6?Yzu)6 z3>Lv-%N$He!peTA{tHZ!)C(}%_gHIUs5RKuUQoNDUm;b8p&fSU40{sUYT!Dz=aJyYn-B9rmU- zkR7<9ZHS|?@L$gJpaNm~b0mY7Bb{wjEP&U;QYaK2?hIkHi!T)!Sq9VT?q$Q~&Y@*J zKKdo3oI_G?U2<7|cZizMx%Mg0X!Gq+xIwah=ba@Pr*kw0%Yhq7B-=DIiyR$_9l~7T zwLol2pw(ev5E4ldqs6Whj_-Geb^nf`AqhQtN^j1CY+ue+1;C6ELpxTUn(ryI^Oo!rlYoGe|bQ4TFdP1-OI-1xKmcNhGC4QR=9v zsFY37CFWO@;U72@Nrp!SPV1Y0O#e$SR(*FBsaoj#MfVSIb#BGr8sfUf3po4rrN=Rn zp&cBt|4y4DfDi=sS?O5hpc#~2^$iNAK^Hnmb5z()UrOO-m{bY|K9mvuww=8-SY>^^R?Iw2 zC}0HHDqwd>qNf1s5^O={WoB*Frfc8^UIvX#%NQF~kXsb&ofwc}b>0QHX=Cu(I1OA+ zgm)$)s&CYj@gYPx`DJGWi);mKLkR1x60wperKEsb z|BrfWlW}kT#mPy}^xGVKe(Ol1d{GQ5(CruhO4S#gt(C(O%(U*=`1CCM8RC$6YLk|2 z@DpS-hc!o1x;Tv}XB3@ZH&6T|Urd{lJQE(#TFl5V-&%B2v50sID}@Go>Z(#)PtzyE zGNf2O5Jrugu=*%p9N#iC3%1}s8jzB{%dl9%e=y1B7bD2jPPD#q(px+2ufKS5+Uu{t zutl`l?r*q<*rv5-&A=#T>Gm2oU5hSBiVv0&BAFr#qxSQGmHGxN;=TtxHD}J zy7Yelz6>P0`ic|VRFvBlEcPP#KduaaC68devaXJXVkk#Fqy)_#V@A2`79CNa>Ok6S$TaicG0t(^7qEiC#Ef0E<@Xu zHZ6&-FE)QR5s3bg8ZT^qTCX6^YxM=b1WuRo(jq{>O)#R%_+d~iGd^I0zsKwe>cKUSvxZqTZHRl z#`S35c7PjJmum$Zn5yNjY z!WFf|>uls$8h`gKQF~F})i)X&4(np%5)zIpw?X=mYeg}MVn}Z3aqHl6OSy3PELioA zeoJYy(S+Fo;eGviZ0igVSJI4RSq$R<{0zhi4rhYPkA4X_`(|$-3|KSZ75}(iiAln# z@Jq->u#BW65W%CDqNCkrQm&4&@U_G0uZjS||8!CZ-@TTSJz7Uv!5fQq za6WO(me0I{3t;>qUoV4~WM#PoWRaDyHLe4)hV=KX8mx&`)4|EgcGE_iT($0gz-fl|fX3Q%5;ipZ=-4Qq=9gZ9iv+nu77)WlZ+y z-s3H(aGMXh^7_Q(or+|5A#++F3TXqlWtljH-Gob*S5XCk#;v_pdl!C}N}@Tf3{n3U z{)gMA89@YjB4{ODgt$&-i#En^I93~*BUVUk- zXr&~9iz87M$ymY zN+eh&S~x~wa5LkKjoAz5%`Zn?pC#}b$ZQv`S0z63%Yf83pbNHG++h-p7^Id0GTql+ zr+)~W)h+B}zaF=->-^c55S92bL)@_&H$wJY*I~Dd`!?xv6Y&7VUnzSLZtl2QdacC2 zEk%^w3;s>HAvpp(>$VgKQDHUSSBGExC@|{?1^dSa5>?!m!e4BCJlL5EKaWuYw1I>1S}U_5T=vS5U8V-+4UHdSafMH_q77NS9M)OfWfNgQ5x~8 z*Sje#H;1;f6I3)(A-Zvgs~QgD6Cqk7pivVQ>Gd0Q2fAyqN_t&FzVlXP*$6y`?4BpsF zdXG7PDy@AcHJ(nWA`qZYYAK|*g-g|Hx{ zHK0*OVUys(aTpsA*&|%q&euM8+j(9W-l80t{KWFF|IP@;2-F-VhcY5IXs$*g12w?T zvb^4exlT+3KaNvD9k7AfzmAhnqbBTbvS}#p^$-7r>{kAe97~2JP*>S83`qKj@G|aH znDfGl7Xr$!AgG-i!4293vhj2%-bmx2?H4g>^e|7CYZq_9mta(8jcCUtG0pub4Hb3C zROMISAS-CdMX^ z$ViF}YEEugnLoU;^M6ogihVv_`?QPM_$Oa*-`@JVkKVZc*(+sE9X%%q()eHg!ex-g z$2~~ns|aHNKYQd#>g=v=K!ja5$jTfl( z>bmbn&xLm+?hqnM##x+Vc&UPO%7t}w3Wa!BHOIBor%HyPYVA3Qre)GonhLaOQb1EV z6=>U@O=(Dq!u&IY49v`9pc?+H%$;qftWJ_w@z&9WJ#d_ zL_nVDKF%nDCgNZCmPn+P@c@~PZ~y@FV-t{lhxxlu91u^0G_WJ=;*`9E_*d|C=6m&M zw%YFf+wUPX;oA@P)WpYDgF0N>;hi+>iKV{8DGaeq5$E%r=CMVBaNDM4qs))>F$YbGqlA3j}C;?SeB4oNtzAk8N+S5a_(5$Z+~b-t>T)? zk~L+`g`-a^XXH#0=z6D(3=P^UoP$>QuI(h(%v+PR^< zR1%3oE}E;}e>}hZ=&0W4^l-r-(iX@lP#v&kqEWsk>>jZVan{S^*By&-98G7s?7I3Mo@% z&Rd+gW$)s=oMH&uNX>lMN|}%>U$~{tu%Ai@C&M&0uzMA)71MVexTg*Gg(6=hhGA@!4TN6F>F~+2vqtsYlt9C8W=A_;94D z4DXJ`mH^vsQcj|=P$WO~vp|BiqC;Q_k4>BoLVjpF3 zEg#ZP$LxS{sLu#H`^lWb^t|l`c-yD(Hl+K{h3|K9dnc>WjhJiwH_ z`qk|tym}U|$}?a^PPTu|nCAcc^Nv;iXRGepch}sv&1>%4+70*Z^Do%9>G6N~axBe< zhO#|4g+~zofSvyI=Pudl$C{lML431$dkU-iPP6G4W=Sb7a!CaLsSv}Ph)}>lMNcYP zgEi!-+07%_5j-8*8ofUgaLvdlue>GXbqZf9`!bOq6PqJJal0lXCO3)00-@F^Bxs1N z+}(#30&;Yf-=++*j7j9dF5`$qB197+&aw^yFU(D1LlHk&lc7c_&Ep!Fn~=`BV9hyaw`}E99pjB&Rl-+}rp~2M%1$Ox*@TNjAhv) z)eBV0pR->!q4_pqod}*LGE4k+GH(TFL&Fyf%#N_eO~V{p9%=#7qDlB}3li*8L`la% zoDar#yKQJ5Fx1)+wcOsvNLvmN_(Z~Sx{S6^a}!2kS&r6+N7t@@_4?PZzi{0J~T)j0s&9qDe(a|2rB(buijv8_fS)ToOq$QPudq@F$=m1hB*X#RB?D zbMmZZ;QkRF8_@5S7r?`T`{{*%dr5v@7}!@ZW!RGs_3n5wz<=gK>Q(7*I2MCVIS$$nfNU$%F}3~^!kF#i-GbTIihDAQWhyP`Geq#RF}kOYufT;yA`C?$nqvG>tqWOgab}N2PTM8<&$pQChY= zaZ_TX2f8cyL>5t+DI%RGPBNK6L`sw|MsNY#tzVTk%Bv72!x8j z%1GaEJ)R*WVG(H7^Z#UZR+q<{jw~em*cKyVCyLIZm z{prAc`|-%WO^^QvnueM5vxwo*J#9>ouojvZ_ZM2-|NZALwYrbBRu?$srta!_oU<0` zd;3Jd@tsm!B4M+~YclZ_vsJ zUMs*zWMEif)EV~R4Q3_<3Yjv{IaRqO&~jGPbTFOFSm~9YwmV!#Xjk&jY<~fl_Gj!3 qDhVy>LETENY(H-o_g8)$7wxa{;{NsDuy51jKf=Sw`_t)ueb4uRcW-`HCHxE z<*945S5LIIJ=i+Z8g&=tYqi!scVwzsXw)rhs#I^e8)O^JMyZ_5)$)yExir~wm*#G3 z)NjRKttar|g7KESxLBRFTJDm1vr@6};o?Kp`hk`^G(GKTYT2q*T0Z9RHs5Si z0b%x zEqAkc$jQEQjk%fyQZ`U`X=PH@vfSZXy=q&92BCLZp<0`(mu8Bf@v_}Jcb~T-bHkN4 z1D|N4SOq~=?zIknb(kMUN)-^$x|yZ{c!}6)!C9^1UW=X<-Zk37&$gCjxvM~@g5@~ZIE8!-4Ebo& z9j?|I%!Jh9>e5W5TDPtTp01)nwcK;i$8PXZPL#Y-!lC{IKQ`rbmQ8El?o{8(BJX4U z?^gmdwPquiuUq+6v+1s~YE2Lh2%RpK0V1fris@#&TFI|$tdu_4Ns5ukkVlUUyu%H+ATJ8vxCGQ0OyyK&*m?|9*jHy+q?8RlA{UUi%*CTa-? zT9&U=D|55eCXMeTVroz}SE>{(^pV4})2L(o;23ww!F;(1!hm0jJ22lDL8`a*J<=+U z7k3u##e=&R^d)HkUR9EycvW#N)fp>h`N18=BqHJ0LJ56T+*RByz8*r~`8oC8UB-Xr zre_FZL_8uJ&R`;fkHMhja`jMdx_RGybGb%6UvVIsc;Xy&hh-f?gL{fr zm;)we>X>jjmJz_(Q31}#EQ=n(EY^flWePJ{j*fug_r=$VH!GcLvtF=rPIG#?Bqsdg zY~7(H6iqkk%|Zk0JVii)xrO9InG)rdYQvhWRu8nAqPf+wIjaH=2TeizW@CEn;xVT* zBVZ_ASiDHoT~n%rB&@q|`*wxZ6;sx9zFBVM>R7K7eKzN(rhumk&pk|xI;3LJaxnNu zWvf(SwmQ`Wy@&)}!8*v&Ty>Ip2Orf-e$i>+qMTC%K}7pBt*5H9dGNC6<5YY-3t>=g z(D-w8YuW-FgvDCE0Ld+Ct>7lW?pT;S+N`S0&5%rUa!zB8hefRGt}9|qE7Q8>F%d+F zM1bsdtzXBVt=v`dyyE$S^H-}SEH??Q09?FJykB|1vTC_Q`Fe#XnuKtz)2!8)gS?Wv zWoMg!LgpOIv)S2d1%CBL`tclU!g2 zt3`F<`0)Bt0=}<4wJUk({+yUkr_cp=29zE7+ z?{ay$v@N>#YD*GjgI+FmBbL+dG9}trHZHXD(4LmE`U@!xY(nJ*ji9=)5V54BI92d) z4r*92@01)UT4exUtd^(fGs&SVdBKJ%WwAJghI|zhonI>{f87;J*%UazT}yg7 zp^n)LVJh$sPc^?J=g%XrSbkV)U~(2$d9RoAS7I`^iaWjc0zidYKXspWxcOfb3ah%D~-~0iS)IhgI=$}|&><#+hmh$J#(v)~F zm{JU>K&oYHoBnDB6)p8j!V8X7x{;_VAgWbq0!yWd3yLo-zRUw@9rvqLW}}`fPy`Vx z=gcC}t{4TqhRGsX+NR9D=wfqTW26Yq1-Y-v)SAifdWya&w+yqYP%p6x8^E(DC#}3*nuJ1A50tOv?@5t|yrty` zs=x@=fzo~WBwzMGD88^bAtg5}oy@R8-&2xyomSxUtCYf`jG5Ivjg8QZX69rdd0B&I zWkO2sHT(_GQg6U`AU5yxOJU*|>((-E3=+Qzal;G43Vt)4KUe~G3%X6NS(}0p1x0`rH||#`?G6}vG7tFy4U1okkDwEP z64gq+j3$YJRPlOlQ!GKm1SJ?SU`GB_08+D{@(T-AzTd##`0sN(Qg`8}J|z1TCWXdU z#*k}eD7}K;j_L)Z&*p^sq#zJIF$aqRfv9!wq!7^;( z0&qndF?eaf`TFD#>yvVLVs1b~f!+np33il6JwbS}TGKKs6f$xBab-+Ne!xUI%BrJ!PgWb7?6P2mDrnMz zc~sP1r(TksD!q7ebvnr_^2JFbU&mWgbHt)^qN)QA2jr_X<*+`uTdsY{O*dus?Ya4y z%%#`dyyu3SuGn++)i1v0w%aamiJmw5p9&Kc{;2#c97s3q*>~Mb_FRYWZo27;aw%J_ z&!}%!kPGW@4%#KOOt=_oqV!*wz80 zI)@<>p|6YgTf`TQYOQP?w91eutdWvMxlh#CAZmm}x8AI__AjhdC0Oglhg?RB0hDc0 zDEPZoq6{uWw$Vry@%v5Uy|#>aDh`*g73J*ck%k?y|57rI@e;ZR9GB&4y-GB8YA{P*OPA{(%1_!Y^e3!y!W zm0f{)-4*rUW2;0|UWTb8bq{a`=Ahg%aMy;kHbURd{N4rLtXoOn`n)W8^(1;bn?HcX zTTBjePvNNwXT7Yl-ob<^TVi2Wnvs2%x0=A`%V~|cOfH6DpgPd5X z)r2Y>_A+rpYq>(?us2Xq?7&Z_(vDzQLp7myHD@q}>H*lIYV!C6%w@D$sLDp|{K34i z4Lj>)3%R&!npbEtUpN3KuTw;mJk-;%H&%q7jh4b@}%njH=A z3|Uz!TqH(d_rV0gHWaq2u;b=g(;G2EAuOzN4QfwiO8QTE*Uc+o-^zOLPgN1>(>}Wf zK|##B!7s*M8#&c@n`FqUj6pDX)i(RpWOvG+<1X0cS6k&*6Beb{fY#4}Npgly!C8$B z0v4!ani=djw#IJ^pRmI)s=2x~OMYFm{6zm-w%&4TeL3nivBj@~y%wl%^;ysJ=T*|M z=Rm&^(-M9og+2{NvCTkEB~`fE??Kw`BVzry9%S>!d9q)Pj0$o_LVA!-2?E8Zltu!t znsCzI?YFhbZ;QtbTT1LltsZYW_3_D4WxQCTjdTAK4OL#d;+wVJH>$w@D&uzqZl%34 z5?QRnM$~C4#o;vDnEaf-OL<6JZ4Vg|yBq z`%xJq_d*4uiQ;!JjF2_5fVUoaH$Z-|LKd*<2DKYoV)=v064lFshE?&h;^jg_@J=$I z&&^uwIfg)o`RA_4m*GO4v>GKCoyrU$>xHU{?PJdyjgDtahpnk#HMP~E>66Q zNcv~{noi9slrWouHP7;EKeuKjlwTZ%Ek(EpkxV zr)ZIZZpsxUFKtp=*D^#VcK~xA+mc6MuMaEZ?Z%(rKN768E6*YU$~)qvU|i8Wqxcz^ z`IvMFauJAqL9kgRQDL1{EYhrnB6gmVU&4I{wWWkzfyP{pmMiG=qwXjzgAnE9sTx06 znaawRv!dTI!ppg~1LwNSOS7u#tE5ogiI>K?Np~ghnT$IJXU>IHAr*UTyhfYzBcjZ% zS@Z{g#9j&Y2Yhtc^p;xv#vsU|Dqyy^EW!rcN%V6v{hUHSr{YI`d6Gho4ET}}Dy(4j zEv!YXzncSH(MmZbG&xbhBb0;%>+z(8Xf4yL=$;&C$E!w4p?kXWqc$tG12Y_dqbgi+ z&(7@m*`0D__qa{=M!XEit`cmg1$rSVP^vV=rm3FY^{ZB@3Zcfn}%Xr0Rkd29_|z9x6%a ze=C+@3XGEe{aTQ_`R1Z6bL6^K<{^+?c6<~ zv>>lhx!WRZ*{{G97C6zyDwaDzM^F3~r;9UUSt=Gw;^9iQxv|-6UPv$}sNuTny&8=o zf+8yL)o{xJ+`#7mQXxK~X)L78=A^q)>=m$3hLO24 z#6Uu?^*?UZs}z>na$lf*ciz}k74Zhv*fjd2&1NY2?x|XZ3&#+tG>fS@hV4K&Eool@ z_Namgc))%Z=*7gZN^Z_Xg2A-g6c^An@Ulc=E@$ zYYY*F!d_?BfL0v>GGE3}HK-J*=tD;Uyvd9d?PFe&shZZ;`D5i~!EU+mZYY4ES(bPh zFqa;8*RVMY3zMWPN12c+fEY+b1aKsreHha~C!C_HC_O}_8n}!OQS<;6o#c0{Q(V-T zqZ)8zDA2_4McMzLGMLh;%)^5yekf4v5lRDRVh-snfzLM&msMQthqKY4-;;mY7^vqP%?+XGMo^Pt^5mar0_ax5|`>}@vyvO`z zyQp9jZ`rS3^g~#&-$p+)VEgU#L*uc39zT%A z#X~fM)=1$hJot!LZtY#9LjG|Yf`b0=vIsE;o4P?F`^4ZEkU6|xi!yb}!}}12IQA~{ z4sNK|Ldv54mOxvYb__7o0R{CLZC$taE_62rz7jfnYwzMv|1@RrK@cpbF@@K~t=Pjl z7hf$A?X~t^+H^Na_a^2I>6#)S1yTO%jQ5CSK=e4GekEwIOWdWv4^1~=q^u(2jP?R# zM5enC-dCyR!-bs}VYiFP=z$;>`Y*@qAPNn5KI(2n-{ik&t{)q|=!YNRzi7T68$R(%AL74g&L10o`hwr)zi8ec8=jr}DE~!s z|Jd;7p7|L6MYI0c@NX~r9sY}E{;}a7m&9K*`;QI3cE#^<8A*U+!*^cx3I2=Ly<@}Q zxJ&#+GU3?pS?~WkmyujJHvG_k{)qn~*>G(5(J!2N0gZ^{!?EFOwq1W2{Y5h3*zjL} z`+x9XBqxpypZu9$roWmlV!SDC0K}$nY@8c_Qvj4@Xi}3eC69+xu((p7!Zujn<+7-HD&es(~?O&a? zeb#-(Awm$;C-fjf=WS`5@l=^{@`cQiH3=8+99b`{pYq_ZN!zLbZmN_g`P(d4XD7Lx zE7Gosi&8ZI+EC!SZcT?hh5bjjPUQH zL5hB4=q^dyN)B7%aQx@^>(nslGL0-BZsqc{Fi0LhgfkS}z?EqmP#iA*;5xykC(97C6S_3)Yr5d8YIxbhkb$)@gyrZdswY&{UF z`Xw{_IeSxcxR3+^q^Fiiq7@xY=^0715m@dXXA6z6omwtw>${V%?5Achqg`Xj1J)oO zXB)MvNh&-c<1lid{*i}?C+REF&MnzYSl5Ba7Vg+8)Iunm+;(b3K(;OZ;U-dxN!f%! zlWyUdfzuc!H58J^*&#q^Pc3rQN(dEMcnbA}zqh3sUxS(lb zd&OYD$Js$jGDx@prI;x(#E{oI{(}$?+j>qBolEF+kkoqOeJ^Rb}A+L?Q5=WOP za9HLi`8h;0iu9mJ_I5aC1@+fxYcxxAq zBANSVSv`M9?B3B<;L<`7IeHM)fVd0xF;WzxlNFyA?@?db+ZWT>4EtRCL%|MX_}3j0 z;g?1o71J+kii(SGr?4J)uVhU9LoJbpXbHzIW8dX`YHk?~O8{$+(u*Y$%zZ9-a&eBo zIhl7ywD50ou`eodL^q{<%^7a})pL4r4ErlQjVM?&4aW@-?j#2_7!VFdPVh z6n~G2Ke0XEXyu#sJ~U8#UHs@u$)iiU0C4Np$RDvJUT82CnbSG)|Re5N-i?AnC2#fzZ=Rg$!Ij zl}2+mQz+F7%~He3wiGA65WV-kammR7zXkLV;GTVI(D@YP7F4tI)Eu#(y`O%VsTM?0 z5-7bDHN^ZjXKIRGO(t6+j?J{(9ar;q`nBF}`t`m8HZ#hTE`wxKOtfv-!smxLsArNxdaCT&Z zemA^=*8=)XrEwV|?RRAE!zK<#$0BfnIP9jcX0;j)c8n>qC2qGOfxlZ)ddMY-wwy3i zNKK#x(3~er#0)m+tzH^Le}5Qx9#h2-ebil!=(aHsgnM>Z5+Ka4{I?a!5B7VhqhH65 zq~Fu@H!s)`^t0bbr9xV&@h;=>Mhy1kM5KvnB{)8@rh%4EQ~xn@Efy_H2`vIAO9|LC z==fw>bgW}^aQr0VgzJ$5n^L4%Rdqu%DozpItwl{LB`((tP|;Bbr)2V z#lywaCNF9dRI;%-?TIPY7D3lEq2o6Od^dIhA7rUWHOT2FV_-#q5Ypw*@mVcUsC87X z%ao%6s>P7+=TgYP4EL%Rq$oF*ud#jdYq<_a{JLd)Rh5@oN?iV~_D0#FUHWn-dGzB6$4Ko`)xBo?|(nNI-SSLW-kF?S0GLQxbRTu}`pNFzM&UgqtIp{E|{%pnjO;K98q#YLUsqJWWJAa?AcpG)7s~r|Dc4I7~p| zF2@_|FdbYhQH(KFpflBYTm}+Keq;tC_ytYne9=Ngdh^JY&t)W z#8KXxk>4R~3FBY1`Eh!o&&c33yKztEdd;N?UnY(*B5P#e5D~eaXUW%0r8p9s!ItU) zWCGG7DAc?Z)3Top8?)!%jUh2_c;Yi=_C)$sg2;RRGgw<@n7F+y?Y%%wlWnkc=wh#z zh74j4Ez$Y6f5f&IQ^Pz{7RAgIGC*7;Qb+Oyk*41?L_TnR=CaIP2=UC_U%Ph)o=P*b z`6HRT4j>jcPw$Ro^7q^|m7hU=IsEC@K%rlM{1U?hqu~2pT%697%Mj zMmQJ6VK>U~jntsH3}y%iz;Q@_pSuK^ma#8~Ofx~h>w01tR(yQs8H!<^pqL#xgapvo zY}F@;d}r|c*1_}piWrbLple+Ln~q{LpXHBaUZU8rRyr~g!|VPG@Oj?<@ZQpq08h?W zr#c&5@a(hEsu-FC*=X{5a8brWP()^eB-6xxNre4k$5p zdl|tO<%}~o3$v__y<_o>M-Qo8kN7>B3ifpgoGRlU2trdqc2@_$HfO}J9F5u2&m{EJ z#e#neHOE>p4S}2vBRj3~yuQOJuxb1DGwwJeW9~KM$`B=5dD&iq=!+`O%Nt9!eT1;8OW;l4eBf<& zeDi^~2U;^}@nC;x@oH+0+3$Wlr8CMB(6^~W^u2~uyf6ZlYA+Oj1eu8J0V2eNq(voz zGnABxt$`Th5fl3`3i60aL7Wg}&v7zyC96E;P>>3;M%CK|r946qMH6Cvp)xqW)nBUn zCYrB1Z0?X`H@*bNBkOE=-H3#5`O4VKkj;?9;2J`q$tcghlW8D7ESK=P zS%dxi*|34UcMKkRC&wT!sKvZ6MvEb(`~J~gnX$}$N{uOb+Vr*~_wPR9NfcfmdT2-2 zHGTt_d6reyQ)4g})HVK&RaT{EL|}<^4)O=wiaVN0nL9kDqlhSa&qwsEsSF*Dak3*Z zk_XbII*H`G6{lTibOei8tZD)xXv$+6#DuJ8r;A(%eRB)p3r8*ND$NGpWX2*Y+ z&~ZmxYNTt_NEK1cF)mfaGP_tc4D-Qr==bap z^^IYDbc=~U%zjf1ZL=I&h_}okt_hZ#U1sKEs0*@Yr%B`N)55VMMhNsfirs!CIW{f} zgb-#%+s3G8yhA1kY2VehdN$BQWQe=D_YiQS(y@pK0j%aW@iy~E?T5`0Hx#?5jG9lG z745ymK4bjs6uxiFli~$Z)<&l>C5&CvN zpq7pcKXkyig2x3mt~Ia$e)t%^jpBz;pum}AS7=H;onY`5H{Oj2EomE~J~8FMi~)}+ zXG4qDDkbkkcczqEBDRFg=Bo+K_q0e6+-i{u%C@92^+~qv64abBh8Mxg?R|tFCEnqQ zVzNd+bnL}MiGdw=lhcXTWu7#P36?3o$9^2};;QmVn?oAx*VCUIh_3%#sUm45T@s1l zh6*ly7musdYs%P37w@<$WTEsE_Ja3Og=v9rFAM0{&3B_A;O z-;^FP)4P|Y_%C)!@Jwa4nB!tBe42+}^m77?N7Ky=yv!Akd21I0BB||iB2BayO zAgyS8p&0E(qo)XRrxA@N>Vl#X%+$MR94B~LH14D)7LELL+=<2uRUlegiMYMJ@~D~~ zv>@~kZz&lUlz-O|m2_3n|HR<<8w@_|NEzrw>|GP?P7`~VM9hOL@I@cQ-dRZ+qDQul z6+<7JO32*>I1_~2C1ToNX^cOOkXuPYP5~N_ZGkd_zy+hnjtHDqq+KS)w%_O}f|O}Q znu(~ONCTtvF4FEJcv+;~Pfsk;`02P4X_p6&)TI?|yW5MlU>AcHap7}-N}L5n-5ZE{ zx~L0(YRrh1!KWR~h+ahAR` zeGu#q)kKfs0KdSV&-)C_bi|lxMfDy*gI_axieSMsqS_>AP*j7#dl%K8A$VC-f0mwD zRP)nuC#v^N?^N()FOEiiSq?Utx56Gd_kjdeMj?sB8a_K;Uz5 z3!oDGS%A0S^jsARYKwI=l=)}52C}LZ%FPm4iQSb(i9xJ&%YdnLj>?T|n1+#uNc`jJDj_654j^E%VeSC6q=(QfU$Ds8X@N$Zw2! zc&G~urQj;3JFa@D3#d|Xm4qt9Rjh`Z7#kAr44ggD1$4c0l>mCMT(#2Bz!fIKoV8Td zQ&j|e`L7Lpy|)W|rQor5b;n~L?E+Xm`rIEu(P^=Dg}>8sDeB;;yYnX%;^ON z_I7sxXYbr5z#lBPtss%4oKOlIVMZI4)l?0^Y2I4{S$n%cRtj-;U3aYZiY}l^!D`HUfCV?Ik@zMfl$&k?p?#11qXLOsokHkL}rfo)u{iwe%Hb@d;7Q*>sFA-pk zsZ=(|E@7mrq}($3jJF}Ir!x$MB=pphAr+Pa<7u}L60V5xlFIy)?$HSz88VOx9+?bm zVqHTKd{d!}rY1Ka;SutXAj^@?2rB`l}# z@A1i8mm!pGz|nSnWBp6fIV*~tXRFBIzd&wFYT+HBOCjS(bvLo~3df$z|p((-1DT(%XF z#SQB~Ah$zyAo8a(P24qtqxJX{3&^CEQCV>vT225LAQ_S0MPvuW2myB} zk0Nr~<;{$C4F8Cpj921ACgY9HughuhRO`s6Px@<@w)F+4sclEg7d~6-v`3Wcfr`xA2hTm^5xhLX(r#W@TywO0-07 zBb0b!h}p`FEIO1Rj6#_~EMJ=)JTo77*d-FIr&ttCAX8ysnYRL&<6qD)8~xUNjNE-LE$Zg@6Oqc9 z)K@o34P3fRcRS(M;zIDc%f^#|e>WBx(iTnO0vhVN66y zFyC*doVIpFUtPb^sz)&4SJFsATMX@wo<(^SPwCL6xEQL@?Q8+?HJeb&i}`~ksIQ#L z84E`pmI87>b2j2?2I?gFct~GGmh;j~v4KBvo!HdK8P;L=YR?FysOMH-eyDWOLN%ex z(`-PXor;A-s?eEBGggJ~_%w|XD9=+Z}6U*nB8d zt?6mpbcWnrNOa$T&P@I)R-0wlq-+<8CF>yc^~@P`PZrd4KofwR(qdEIWDZH8!Q*Oh z+;YyTuw^1Jp^U5Ub!8lV?5DlQ{UW)xtisvgDTkvqTLW~cG+V0h!7M-mOTcN2IrqXw zf(|ckr$a{n%yhF-pwW+@q|zu&&#Cm;!jzC>i@Eu0v@g zcVJ374z)R1Z4`M#5q(qc?h-(rspqE%wb=}_j7r8-2qa@duJA^)F7t+y#iAo%gs2DO zkKPHQic|dHCi((c0RvLv!17$CVAUxBdB!SRvrJKGVNtC~Yot=G+-KFR1Pus;|CfYi zBB^n)#S{wt(5ST|bEsH?;aYM=0GV8%_Q8qGcP8xHuPj=y@?;g8^Qgpp>fk%N^+kQb z)+O~OEI7)AE>plb0$&nbe>7@}Nt2l~1|#{oY?qo+`L0HS`L0-bF|d*GuyG5aj=mPw zA1;x}S7w^9Kt;0l>NL*&T543l8aM`vN5deWxPDT=ljkEKv53vAXK}LnHgu6b~5R zOVxX`@m&dxcVT$@%RWJ^mi<-QvX6;tLXc{BON3N4HJXShkE`ZmSdTtegnJJN-4eSn zm^eN$X8ka`e#v~G{U3fhmMjyqsb9vr$dc=iP(|AKvHqmRwUK>wA^1?U1l zJ-U#wQ=LS)J{frDbY|eW?e1lJzzi|5e}(wtTv&xFIeSN!vHfa)xyrwc?VV^i-SO*$ zFq;cI#Myse#uj@;oWbTF?Jw1%{1_K^NV0z3nP#wmKN~iX_XmSVo=mbAicbh`_V;j! znt`hx+R?Ynm?K3=y<)y%n*Oa>mYR5yL9EVE_<)( zaLIpOUB-42@E&&rAtXP0zl`mSgzkEhnluh2HKQ+MOEuE&E@L}?K1LUD8C$BM_2)9S zYv*IA!TrmmarSB9xT!-SuxDQt*TrV8YSyt0-Vi&4*#4k!hB4lz!IqM_`G{>I?Akck z9I4i^^XTnjh$yi>v}b7f_w<)OQ6|zYF{t7=ff2+6mZx&%lG8A6UDqyhz2%cl zL}NBOz}qrHZLWk(-M9vWHp2w=uyX`KPHst$jq!eJAf8qoa?%cBc)U7lpG_f+tIFuN zo-gOH8DFi;m;i)telwJn@_Pa^GJZGAEmR)Yv5@D?EuA377*JBXJ#owL@POu(TXMnF z=9y87W7w8~*zuBjS1AgBH~%9thKpVIk(eM8#VDh8kfp+z(G3X{E;eZJFA22m0)akL z{r?(MEzFFX+apvM%Ta$|o`QGROw{Hk3S~slOzbC|`p%0lnliByc0ChfnvK4QYeq`hx5X$)3R>bNIy^AD*>Eb-p`;`9|H%S7Jx zay8#z5pz32rVwvhKqwoc3XP~Wb*7ZV`$RN_EO#h~h~vTXbY_X7l@6C?n}|D{bgJbh zVx*=@(=zfEaYl_pmQ|tXEg2}LR=#SzG*hDM0;QrwactCDp$coksa0`BJ0jowk2o-@ zjw3!5C{)b?tONO_rg#N~TqnsvFHb+SlTMKPqHF>UD{U$y%BV0-p4dTAwpJ5mOuTqm z_F`&Rmt{lzfjI+jPv|^GdiNyEZe>iwv>b`d1Yvd$8tacRlc-6MW-k@eOs8Z}nk5o4 zR+_c{>a)+2xoODKq+$0YOD{^zVLi*zr&M~_%;+sLT=q_!zQ3CV>mKc#Um0P<4H!i% z-2x{FDOmP^Wz}RH^oSvKm81-4$TFlBhZdU@c$=vngkUaBA(9xgWEMC44Cc=pBOV@xVx0EEOM6?QBZPbRTAm2c!H_P+|64VH_nqC~uad?)pw3&^GF z8&gL9N&+M?l1!J8!%+ALv`+QCUt+ApG#rW81QGc(8q-ANVg{reb#HY5tt$Ial;(G* zkd+2`Pq@=WYAW)s)>b`Ctay@sE=bZvsBU)r`QE6RT7CaaKgs#0COLah-x)Cp>sEhGUHpD(raG?cA@DrDpY|Ho~v6GokC4 z0qe_bYQemN@etE;VrJH5 zJDeJZTA9>cPhwJ1R>k2z9BY&(+7e`p%H(cLHucg#|AF+=Epk$X1xtGakugzDz%{9r=IF*2Yh>2idz5YuubA`_&`V`!{D(uENtNfxEL?-#;Fr(saI zB$6;zxU~OjH*Xlie#RY$9nKk(#ED(-wlaCbBhTTV6nnrbXD-&Aov`|~^vo8`5{r2c z-;M2+d8Sz}wcMX6HX1c&Vtjn6T5z&bnAB(J&vE{1+#CBij&Q@*3%98#372E#iM@d$R8!cki-AGD@gd+8!PW`m8o`)&x=5{ zfRnzH`N9F(vb#z>tCQi33{oTYWueRUpy}jitb|oyse;60UjMa0gRk_7TSF_spD+ys zGejA7R35t+FbnPJ8I7ihNbK=F07u){cl#_9zLhZARO>`Lp9N(Je-y+xMMe%L(CTkm!h zLz(g38gy8#nZ{`Oon1E@=8&%qISsuNH+-O3{pvgMnv)y% zF7puUJ1X6g$UKx_ZA7H0Fc$ELazm5(g+5I&$ymN7^H%1~7*7-x4px)-0QJy;CiB4r zNMaO@UNo8aGge|6j+R~Vn#?EA*t}~pMWM+Ufq--ON5%a=tfG9)2G$bSn-m&?rH1mO{r&puiBXV zf7G3a(L3lW6Dg@1W|F`r=d+|c#1JH0g4%MGyi?H(eamKUn9f|AFFT~XAkSvGoQX?9 zO5`F1XrzR|V5IC<`Kn|p%h@K~dw^V{8HBo96$g1cg8_7Cpfpnv=}4zX!b((zl&Az% zDBZn~+xyGfzT$HZ8jf}0P+`Z4k8a~9ADy_In$@+Ph%Npr61t9=%etnMdNI6|@etE; zT2<#pG^VLKJuHT8xA-eU!O_VWwAd4=$kHonMQi`n=d>;U<9Y6yD^%jR1G~xYiv50i zPGA3HoW{iJ6w~u{B=<>S>_=%O!p#t^@z*FRoQ#zwseztWnln>Rt(cXj3n(6=!(Y71 z_h`2VXCC&NpmWGw`9SXVny7FSb{+p{`$yiv&{6x4S>i5#F^7<4_z;#MG>sC2l5g!V zkNF3&-$V^Z9K?Ra1lk);=z_?^J5bf=f_nq6&`qxCX{R)sE#_xSGr}B zqDOugjrC{Yx~ZRpN-_c)VtT*VKzllbNO9vw1iU*nPGu9mte~kf-?Cy@$cjL|2JfxG zrhjkX%Z$uTqXo%<`!eF2)Nn5{;*8s&|A#N4)aI?HRSSPzCm$GN|M&im-RGNsW1@F~ zKA&$0eSP7ZE*8r&#JHGEW_B-=J48B-CH3ZHy;KM!s2F*%ikb>Apm zl0LMFn&b68VhGyxyoX`)xG}5Ns2#}L;I7}FufM!>aAMcRJ1@@e+SY!%U9IF~!_k5@@x zKR#rPKvR(*U9ddQn!q{mIYGK@Xu2y2?w@f!CyY3s`ujlqAc;3f67Sx%^Ze}2i(h!b zMf-CjUQASg#vViHwY|zgqQ976(Ul2F1^;7{=(mSq_pYl?gXjR!weAv$uGN#m-6#63 z1X`boexD%vO=x<+L{B3U-6bMlP|IB~rkJ0NiD;HJr49ItgGiS&=#t1lnkM(cY&Me% zPQ;1!Q&92Hl}HqHq%~?^%_*H-a1-Y27|qo&mQAg^ZQL*LloE0}(zlJxPqDM;=$9S5?jaF+a zaD0OgY93yZ457n=-)BrjT}?A0)>zi8zvlyD=k3K z=Zr6Rh^sWSPO{%eDMtve;(xIePo{cc`$@nMKOEEgsK}tAjx$)1Iz#b2_PdDDpB%=| zyXomE@9B+rI%>a(f8Wf%Z{gp!^6%UD_wDp6L4JUyjSnaT|8bS-#1r54t*EBW4&PEX z+1#AK=45q;aeljwdtqC5LkPSQ4Z6GFhn_@=4z`UG4BkwwUWKQwF}JPdp3}B=mRfBU zuiDpW<;5tAuM2Opm+(-|2 zFoqzb_QPh0n@K>dK$V=7qqZCP^nyDtJ+omQZcJphDhh19d`IR|9KSE*oYG9r0RoWo z(5sc%dimwZ)-RL>aT$}lRDEh{3!f&wHEH3q+fxBR7GzYT!gRvlhBp3335~_69`8UO z`N;Vtr^b`0Aozx0jh(WQP1x_HkAEFMva!d!#y$~-^>}1LUQRxRQE6fUnj1|$CFI#s z5U&hseLai;kMuFr8nwSj2>cR$qGe(T;h#)GxcxN(ffa=)S^N={DrIEUejka$r|}ch z^9NAm4)FwT*&n3JoI>hD^tyw|_hI_td+5@j=e@*|m(O3xMu>wM_>AoC{<|C}?>(>K*Ue!0y6R+z0 z)Ynzr_RvHN$zWFYYZ}#@;2vBIOZQr0?dKD3quV-J@5ND4to9S_*TuM=I@JI?(UW3L zy)bD_jRRGEc2IC`j{8V`BG$e5YQ_W`Bku90eMb|l7XiC1+@1Ta=aO2b>t)?< zyFe9;=INHVlGuM15TgryqT5%Z%(s7&ROQfO_NOG`ST~QrwS5WUUoB?#+v7xh=l%0Z z4(S7MUzkJqO0(RBlG}2JU}cx4TJHJX%$JtA;UlH}+i3NRLxne&L*~_4z)@e8bo<4G zZCR&LKcODUh)EkB0U;FI2m?Py)0K3>8Lxh7j#% zAWw)c+XMR>6UmJrTcv1*t|tvPWQem#V;~)gvySwIpGqMmcq3<^6udDTv#BuPE&oFX z96giP-_C1L!>knh^8z-U{k+@qe;o}}7~DcfNVFo1dG&aDFruiN4mVb@9?v)v3p%pZf}IS~Oxx8)?F_==E9+qkZG8lSOyexFh9PkOkr>3A z`6iFYNP%ALvcC;?=l;X<(=H2Aaz0J62sGQ@C)7WuO|tQnbEBO#7J&s%W`*SU-vB-R zvBp+x0HWC%+kmGw)>z~WRfbp>!XjjYX=E2`{nw2tn92s*m25tRZ^sCjUl$~QAAMOs z*4$S)g|M4WU?nLGdF847X%j<&8MYYMeD;j4T?QN-Ekj9E^^LA9HOxkrKM|gnM%VQ; z(C&<`8`C4dC!_0H^q0;+NHDr?M`P)YE|SdiY;E_I{pN_yc*vUCWMVxFZJ8(l9# zV_h}j8(lP2dNjJu?G_5(=rSdeDG5T0b{eD0T=#-9p?9O}5h5oWU60Ze8(sV~7^ABv zT>LDpdLHWuT)dCoDg7{}b!mXgQ+TnPhEIB^c*;WsKlK9@<7&nBbh!c9pD(!9s?Q=( z*`5NWE6a@Xtxe=_W}^~2f$N2JX;h1}9T{X3-9GRSVm#V5x3~Wt4x8C!^fZcdIDl&+ zLnlOcWE|YTpq{ZMJ^?@*+U{O3j%K$XN5kVvA4DUWz_2EtCUVCOG;IXUhZ7o$F-`4v z0GS;|&=9QY#9e3)>@i|R7Qeq1hSmMWKH9YuYnI2cD};3krpyWIXQP9*yz1FNb%TR6 zi}W{4CUlnw);7Hf>ZL*Q{}mp&$J;Sf8nr)8i2EJChU0RpekKlZDAJy30lsHQ3icfNXQ zpzFKo(Pe)dy(P}puX%L;HkyZd!Z*8a@Phqn%}Sxs53_W6J* zaW>Xap)a#h;B>IFaj8LE`)T+o=9w4;D2=`*5Zc#i*j;1x zTM?b7ju!bri|y6zeg`dX4FoNEHd?@>^FkEu{|{@Z>G_mOj300qF$~Z83gPR2qP-rr zxS$Hs0Rjd~>~H;qIGmt-SRMhO=g>%b49uCpw0(#*&+AxJCQBBvk*YC+l*H5XCk-j3Otq9W~vWB6boM&`m z&X5?Ej5K$G!#Umv*cRCrT~)VmvrndC9fI4{Y4DBiI6-N6o}|B4cxrdhu_ezvD+tnc zD+bZ791zj$JsuA(is8Y*oZC4^aIZR}W8gHCZ{WDyKI_Fe4XIPZNSht}6wCAR)Cs zVUs-Mh?Zmc>^2-?M6oaP*6vpHE+9@Hf1Tjvn2K-E6US8WQ$GR;c>QPf+QZY} zP9L8MeXqR=b7GVVL!QJ=^_R2S>M!h2}m@dEAjl+96k3WpkWs;HdZR#6eb4CytMb*82w znu$|Y7VE{aArp@q{MZra_oA%0;qF}bxuUH2WQo*P2I5|MXBZ*3ABCkO_lh7$pEQ<;Id1MSPugwCSjxF0&p$YuT9%6wE%>-`x#F1I+(*LyNR%#OfqFb>b;eTgvR2Qw-k#%!5YibkrFDw zm7fj6>dy61pUmY-l~N;@i#d!EAb(#@o!k;0Qag>Xms2MZ7_|2h2x_$sojO?^8nv#8 zg-VV6fV;aHT=yqW+7B*x@??pa!QP4-j8+ep2g53Z<(!pQy);naq(?=XD8(w8Pq$Qu zrkNkQf1roPVxkn=k|wmIZUYcKXo)JuFGqN1mGB9AqCZuPA3cW@Ky5Mz1@K(@%oDZ= z3Sc&5%<4*p2-@G?w0?Viw^zK4u$^<5ReioZ@X+KL-{b!Jxz@=~h@d zl)UG+{5>MIZUa0?FLb7#L|r{9Z=)WSrviWjNm63!7-I2rMn@)($1qu>(hwZdbA~!? zFlS-nya2HhJtx;l(M z#jUh-SA%}m)!vNW%o9D2+TWs680Mm@FS87#B+f>Bt}j3f?lcjHzYVPIq+xn1m`S#t zuqNRN=wCkNgMbe4WHN!3?+k$V3<}`O(Qx-Ryg{`!+SL~-4tQfKR^!h=8`?`50?i2kWuDftY z;6f>SVTihS4+>p_q3%Zq1@4FEmAW6FC+dEAQ0PiaT@KzdrfxXS?QaJK?APa&wtwFj z+Ai>}mlL`${x;_A4+n)TN!g(4)LxP-J87_LKoFuuuzgHbj^7wqI&pqsvVTNWF?6K> z+0LF{fI3(Jb`Kb$j+OIaX~mi}_1+qEy=qWEUx9|_PlLOLhS9SI*Ouw-92B;stYB+- z!M1>aO0w1Yi=oUnA9y05j!=tnwuBIbr?>ZS7_5@iVrZiyAy8QNYO*o>AMB~7ALVb@~(qC{BDR^$Vx>RJYW|;C0?@Sbf;b z(HKrNv?e%aRaIE=;bKGLREXN?wiJ6YVC-;r?y={B0V9d*84ZKKcRKj!QiVfw+nOSwdgUzTnY1(vQj$XO>pkglv{OIGU$g zLFf(zlo1C6RKH#uGiKUT#-Pllp$nzOH&&j5^GA^J31h_1f{pTP1^_*y+}9J|MGdo_ z=<_bLkIrqB>)Y5UG5p!iR_R}}2J3#jzj*ZZzK@{cu2e@~?;}$5sQ3K}H!)zF<(dBC z(C5XkQp3IQVvjb<|L)Vk`fIb$%9UWV{4T*)0DB#I(0rsFtu<&Nu~6Y_sswab>gYoXuC}a+B4mxm>kAWz{<{ zS}0c4Np+bRLOB-NM3{3#gVnzFtpBjmX^D+GP^8v_P?f@iw!ygdT_ zB_}gwP2&s_4iq^|iLzChX%rP*%GJt@VawLj;ftaWbUofXAc$@99iPYhDOvA^T@ z)!P;t?n*=U)muVgkLv9M+{A!Qv)}434t*YaKQ-J74;jI{$-7D6DBsWbX;{4&W?}%^ zUJ@GH8-r_UAxM zd%KKk3A^k^^u%@-WW4$QK%qRle1ok3b3xMW*gnS2>}w zK{RmgkqgjYgh3YMCS{Mc=iZPxrj1vq`>PG^NM(+VYv!03jRAJmCb=pJND-ulNy%u+{LVb#JqDFb^vY zdwD8*8qBdn#ZsX-V&w}(VXNUldS=qHDw(<^LcG7gSs(0#o$ zQ)~bdSe;J6s!ZVnlpQV=sx$R`4P%gQfyud%hr-3QUmxdVY~&)88Lx$u=bY2wajVv-+c1ld=keehJd}<5IFr4u=Y*VFt51MBN7sA z^X(DI_jjniHG2;=%+{>G?7~b+=@AhUJywF6^V?;QNZU^gQrG)Ce&4XHqT#M=Q{S*8 z6!vIX-pNf2*dy|D{l%frLoPMk3lD|PPN-u$$=;FBX9mmsa-W9Vi>D+6p?+MEH0cDd z$uFX~E6((p`|aH};WIbUwlB;bGF;MlO-%V~O8PDu_Pr*iX%S@NB(KSD0x|8qCR9s! zP5y$O*lWU1gYla5gbOo0q`-xrgDVLaoLFb5P|iC}d@wRq5~%ol4;B2>4^+%sHs^D$ zuhy=^y|Q~MPQG!UGL<88I-e~3Mv>Jc-9-_Zo!y`BqYva@zFy)CdigS1t<7K%G0B0o znpssddK|1IrMt9jXJkvGFxZe^tUxLMaHh3XhuH(;s*#`nl+-^V?u>DLrA|pb{DSz# z;(P!pQc@GF>7;WgSMFn!I#Z-43lIGGU_id~TCWX#qw3mU z53oc+RX)2FQEuSxiuCwPllb~lG@nl43r*%{yvckqHx|Oy5+PJ$Q4}m^yr`E3GG0Dd zWZd3=WTa7!e9XpV0dLRTZ%0N*EzP5s1;M@&L^{$MwXep%NK=%c2eawXAjevx<(`q7 zMWWoY<%k3h%5C{Jaaxc5$Sg;4c<2(2D=88CRd zM3})6hfp3O_8}-$3Uhi6Z3Sp@Q2_lPhVV?a70_b}^J4^XoLUgDQ{6Nv%v;p(xq=tO zbc;%1{!~KuF^WV_Da_wM@#d#=Sue6SeY^uy6 zoWh)V!%j|Neq3nEdlv{UCSFRXw#k{nragOFev?olGzQV;BlN=K&+zVxd-9$Pl=%$l z{czZm_2Rkk1OBFWdq2c|2=6TZaLJ}%LjLO!1tKXC&!qU}5O)P0T zytn9&2`hY!)1S~28~yy$S4-FSa5T89Ctq-LwQLod*xR`}-^fQ;x$A|NZB*;jy7g8Y z`$0&*sHHNTFzA&=Povv+(B|DFel5UBnY`;(&Z=1TnYkSq90C*(_zkP#RO>J(4^_<< zQ>7ZlhnsR57PjQd&Sm@X4L%fmSUG2I7ALIhB}){{`{hXgoG`mmTcZCbp|QBBn!*w# zSYzi+)mgql(VeRW>o3o0mb5mgJ7%xbmlEHX=xi4w>G+knMBs_buJ0p;4 zFCh?wn8k|mDRUaSD+6QJm6Sl4u_|orW?VtRc`>t-n{ z#^RNMhO4?j!?%IYL^OO26@*gtqIp2W5U*XacnB0TBIG**6L$_46EB+wOf1)y?^t|9 zR${CeB?fMsZgKPEDJLvAf&NRHH9osk=K)Ep18PkyqGBsDvO=W>!XE1uVV&XWk@>(= zK--JQQ(Q%Xr(mgpr*{q(Pron^c-k1L1S@QfhMcHtg7sBZnVBY3Y#{7ogGJbf8DZhY z^fD931(%tN>F2wED#cdavCE${rZ1mjGd)W66U>i;V)EW!F^E`3~YY43v8y)7rxyc z|NXcNs8aBsgsMCKTaf`zcz&ghtQ5O<{u3bgmH)bHEXMuc-sb4H`~TE{``B;kd9r{aW`kCxzc>Z64#?pKKnMK(1 z&uo+I`FHymBV$gg9vnl`d}LIHrc`@Zb)GCx_VdpW^>s)1rS!s+#}R)1)32g9EIQtj zaT?V+ojUM_m0^FExn_1y-{8lJ0YGO9!u1#rwmNSV|J=m?$SLm)^||Tc6NC&Q{ZzGPj7Ip>Gx-MUPBt6XwwAj&q5>V(nvC?ko3IP6 zdZps3bg^5ePbT0lv>&HNb#WHquX#gy=IJFfQ zjGiKhn?`t<$PEfFuukv7Yt`vWc&(-<7GC^x+zGF9wM~ZhBJ8v%5vH{;XhCM|X(*8u z6ldoUNpx{$d}VO>C{^{WhmJVB7om1mxI1kwERW#()9^(fgxVHUsOc0-5N!tDlz_Vg z5G4q>;fsu(B1o4;WSQs+ ziYzcj?;`6J1TX7bchD1yEPgufMAmp<%dfrIIx|Xa1zH)j=nCyHDiIYFU-uGubnzAX z(%^W<;KPnMz84Wz4R@!Bu+LaeOZ#?W5uD zG?BJGVjg@DU-Vz31#yxj(t>rBNc$5&mLSsBi;4bWW5lUN8ai($(n3`X0{?~4e@6sP zE7CTKk$%PKDT0(~M4E}VphyFw^e)oAL-4Xl`z}4PNaLsDPNeM&M!vL{X)?Ewc#@YQZ4+c!S&0i{`?u6L*ec;v36p_TsQ$=^g*ndrzEl=0w&0{Fb0)i zI|Z;M2(}Z&bYEzUIgMc3NV=K;m9nLY0}ugaEvAk^g5YJ*b_qSPXyd2jPPFX~$6d7-Zt@B~Q@Dj28nk$e3JFuHSx~^enCPUd zZBZW^+<&{llO1t?FPht};qEjMcXGs>*o!avAmTD@$(SJIqOhpM+zjAL5OXJsseiLE z?lfZVL^erfQbPYgS3uCk)-s4)F`(#(*lD%6Q^j}>7(GRhHI1k^rK2J?cZvAWjJ*B@gVD_?mHLR|uO>7W6DeoE193Nr zhk>3%1u-cJ*4W7sInhHg(T{nJy)_JLUz6?3_IkuIf_39h3a${iwq?F^I(zm4`N)Q^P6ps zocu=@P^Ad@mr!*V^1tLvOoeoIdmlpn1;{bFNN3_T$Zg#<78CN{UT8c^A^+}aZPxvk z8K5oIZT~z##K=798$#hzVBB;Dg*(K%kuBSdk+jE%&BUDocnZZtMywgqXmC$&Ghp0_ z5wa;X`7W08HyJZ9!KN4u1yEjjL#0F^lcoERO2ssdG9r18$ONCyTrU*Kv1_47A{%{~ za%oVG!+`zKj|L5)cUc!xxT7HLe&*R3ppGI)JYiq~B<@Gr?vY#b^*pqGtL~Uj{5Yu8!L8v@@{u!blCc+{rZ@a5btMoeI_${+f~CPn{x`&S^8gbItyg&_ju-uh#1$75ZDh=AG-5t5vrSDye0vR z7)I*pDA21JCowHYvZ%Sz7)OC#i^kF)1-gKS95@QJCWure?LS9B_&gu>(r2vA%MAWH zc^7Om(V9qIW{9E8Hy?N+llH64v6I4J>7?#M%Wr$f4@aGHhQI05xQWiC zLqS*3Go!cEXtB$e@4SJs`%advJF(Sp_uVWp_Rw`NqBv77;oeQ$#UkCqxSg|_X*w1k zVroFLh*mS~sz?$kdhgyuV+tl12)|3bl2YAGSSx*z@=<}jXpusNalM8_%E=^B=tQF@QE(hJWrDBWQW$tY59j>B-*G#89bBzGo5 zb9c2yTu8roGM%bV(ZmN8yatgk&AH-NmMuzrf$_R|rkN;lEUU zYARlTN&FY1!=~Qy|7JpCaVBPpEq{VFozMyGfIbG)3W@sFFs#ox*5a#l0%39P@(7+0 zj#8ta&UjJ!oLuej;?58kp&AaR_$ONDYcr#Dz z0;&`fNkSFS6a70;*x=d_iD(0PXLkW+l&?k#h(Ujy0(4GdHEsG!kniO21IU~${e7^h8lF%$k2p!*9A=ETQ_j5*l!%QdtWAG2w^C&bEDBySNgrL zy_%>N+N(y7*dN6{@4fgKG1C}{RRse*Gd&@*jzDTV`D%HW)UAw>A^4(#icrzh}fW6!? z5g&*k zbcH{*BCFb=QUje|NRQ4mamAlU^XU|h(6oPsbU)UQKf{fM;)+)X4~)m+DXyZxQ?S&) z)87vkPv4jaJgv|dE1&Ix+_Y3xQ&oih@4q(i@}t4xjL03T5j8E*j-~W0oU!NY`+7pcLj2+>nnHklJDnT z{|K1U-29d{m>*{yF(7X-4q@&!Xs-vuTiv)yV2L2>>xjwdPnCC_oSV8VLx?^{PCt6~dHPXHc4(xeE<+c>rvIi0Do-s$^s1$mN zJo>XHNfPQAG&wdPn%GA@W|P6qp`mS9Vk#kDx;}GR<}Rl>o4dbu?+!ebW@ht8GDZ6H zNG5;JT~qm)8LN&z{la|ie!uES2LGL#xof(fFYMawHC1<1{mfmBd{eeqcaCuVn0Ec% za3`zy41G~c+(cx*boTgurGp;vLV$%9`n(&RU?U-%-UMPh=`P|Po~jlqIHJb(<6%jqdZ?bS;im2Pk|Fi$_>nVzJvc{rD}64L;dCJ`3yL)BdJ9=h zCuZ}F;>3QzTl+I5ht55f;XJ3=6i5z;i>RlJ55PLwCnNMpD6^Jay5+I*A@0=NVtWrw z5Ks7;($Ky&FgI420Go4ti5Q02{BI^S--WQfg;376EWxeLpq$wO=1j0sje3nfYQnlX z?xj3#yf?e}{rMRAY5vHg8NiUTNuv%a)$Kj_d72NrW8(Aw3PGI^{|_d{<-&lgC=}!3`eWY#(n`#Gj@m5db`#Y#U z$IDEx|7?su!S)NC5{ypsYEU}5ib3w>fHF>wcOht_=C;fPyVU3@of#%qPJi#uL|b4Y z?d?k@*fR)T-VQyJo_ITypZc-?$AZ9=frGnD(B{C!U9dmJ=s|HeLBuk| zUGPhT|1UMT($r&O_`er%cX7BoP25H0g*^{n3{2bwQPY9A3x1-+-7SDqPSYrHC$q#} zV2nStxI^c?Wr=;M(SJwe?#PJOh$yqf-e&aFqqsBC78G}V$r3wD@Upn8&=ZS0emd^N z-MBJhJC<|7T>hH+msO1oTEO}HJW6^6CEG(p7hSUXpBN(T5rgwO;_+TY+H1nyX|o|J zC+w^6MIS_(pS?elUhQR>k3S{E-U7%HgqX|-`+zaxG(v18MZGDG3b^~o zlBN|~G6U?-8$I1RwLS7?N{zKMD%d~b;DuH# z{+h}N>(hPvb0K^u(iG#{Hre5y&M@|aU_(fe(sOdR0TKYFpb_ znO6Yzf%s4U$fu(i|1zVe9#>`)nPO$uFdo4{)N19qmmo!7zCITp zO&(P{(vFIVCU-yFN6iG9Q=^KUB+huA0M9iA>|CahQ$BTG#5XORQ!LT5QUs-e;C z`T7j@Y`1SeaEPAfJQGXdWtDFa~-t$vG1+ z@ya06Tf2bm+hDH5B=leNxKF^AW@9_V%6{zpLt>!8l;um6P*;ORs0DT<_0t6lw+Bc> zFAO|tNO1jhG>w*s)kpy@*hjrI;QM43@TH)WfUmD~>aMYv;Oh3%yWhdp;q6Ma*Mps@LaPZZ;m7^o^hAHE&}w=P8I9T^ zA&jPL{vUg90w-Bj9gNQ~3(%8cUj^i`_rOdygNQf^G7KP_FuqZF_nvd`wbX^NEE?6L)hAt8=~O$LBC*a=T)}W_>`ta9dg6mp`^K+O zG5tB2gA@Rg()H($EiznPE^PZ79D-~OBvYhQdCW2ugA*2X;QH4vp4&>5G9fu|z5hDk z(S6(1NuWX%SeF+{%&SDn7>6CWX3WG6Tql(%QzXTVl%2fZvlky%Ea%*hoag2g$B4*| zaU26kkKHZ~^FIg+fkcgg;S}xG`B-ajtPb@x;W%QY3r7>15nDb*l_*|!McsC#*}-GK ztWrCcqOC+b;f+>X+7t-|M(ojv_${e2pn_=Ne(lOZLDEHt6YiVpk)-Iy{8Mt-Sr@9q zcw|CQbVdRf%yWM-Vub~2HsLQ8sA0cKjZD;29QE#;%X(oE&~DvP1MaF`eETdk5$NiI z6esY*e3q9A$11+it5`+y86(yBJDfrmmbYzR?GeDRp?=Zh7~3pz@4N%E-2%*{MBb3M z_{ch7;arUpt<^@#;v?IE*{aTUelKLzz~IL1Dwa~m)N7Y6V{qdbtFVf0 zpY=&%3!mll(f*;1{EuF|P{#xAsBj5&yad2|hdSQqF*k=LG@qM`ccN&UEY$HL{-Hey zb$rMJ4-TP@_v>ktL^a6LD!E9+>9Zd5bD$HSU#WER17-+ytO_hebRXGZl<@?3I2Y7YSrXH=kNr;h%(TB(CuPo3OYh46;EJ1{uS{pVKpy zHl%7oNF-5HjX5dm;rK3L_|x4PUc0PNP;e!Fu?+=^N^}WwP_@N_9D;5$lCNNpV>4of z1vxInUo6PMew7>KNO9D=AjfIRV&Fbx#c>42fH4s8GKHr(ld*9AT14(Qh+7M2y<~KA-9zt;qk>#fw(F z#vK(d(TWEFymz$XEgo}oSOxRBxwsjMQputf5AYA|Nwne<9(ZtwR(wQHqa-jvmPN@$ zB2ItjF+T@7@%fcXCqH0@XhptwmmRH;tKNa@AD>4x`7>Fd;`umw#wJr_qPY{=I$;$lJdSbQcx~%kL>G-xm?8uau}5c-DN`{t@V<5pp&(})>KGex z6z%8|v!EJ`$1DUjXC!RFn8js?6&AC&9DlKx1^ZQQ%p%26?_w5@PZk2(ptfCA6RJ3r zhAP-&g(DQN?@5FLjwp>+i^nCT$H@o#1R*HO7CrVbVUbYh*h9kt%p~p(M<{TvM%mNq z4P}{-#U4i0xz6t)3>O$)xKI7^)TuO3DI~n0L3I6IoPsgDuvQW>(aDnT5o`0uJ|E^E zOvwMR#S13&BgvJS|ST3yoP^hPl5@b_rQZgFyYgB z8YOW9vUEu<5^;LeV}1^F;`1w&PJX})!GwJAE<2cTn(^oZbwaWb!b^ZeIUxkiXQbL* z!Pm_IuY?c+PK$>SRt+Zc9BG+~(P9UL5Dta$N(&*J0KnWs2#j%92!SzE!4Se8IYpT_OV$p03hgltC{5Zob#0;d!fa}Y|pll*j zqY`CcW35-OAYnVI3mXy?MduO?pvs6x0|bp_Bw)d4z%_^!77e%-f3au)`&DiGM|s~U#sVTl)P5I&7>5V<|tQZBq{f5 zwTI)Zvq;`k$}JRp?a7e7G@tVOx#6)UjH0qP zBDC0B44?K#2|E9#x9I$6AJBQQYy`6^A94*4%cBf&n)?J>-{>v2zSak99b<7E65bnB zr1=Q_TgeN&P>1Oug2MmoEeijGp-?G!viv+cRrs6CYM%{YUD72>v2}q%AS|BMWl|ZI zmFTU}iSbKhZU=eHExf%XpR&uUC07yp0W-wL^37@4v9aT&*qGpTG3P9ciM;}tFefIa znSSa~DR>$KcqPQda9TVjc0RHc{+YzY@V62Z6I?DHESNw5sgyV!s|jo-xy2#_N+iss zndCDNu;?!)4HJn7UTqoP=>G;pzpjAs+`JIVZlt!!?*lOR=oe!V7X4yu!=hgaZemW! zN}4RuH4o=n6SZ$$zI${4IxbdNIIsl)zGw@N7-l@H>1!HS2wNjehkCbv zYT-nsq2l3jYeD)cl=5rIO*+_LS_U)NN^RIJ)=F7>Mf?izIoLw&1Z*;BMJ=6_69x{I zF#u$t-@hjP{>!Bniy!L8*Pr3SBt$3K@SwPz`8yO9upjYm1b#QOkoz0dw5*dV0uHgg zE$>asyWH05>v@w~-c)vgJvugd*X6sPd6#%&?b z&uNu!XVbumY={l)-xD(^(08X>sWlP8c&j=&SsSlan=leW2j6eH6V;kKTaBH`5FP06 z%MiGJ0DI`hQ1Qb&flkyWC&3ssy8}p;PRjeSZMe34`ceh^J&WE`Ow3aPc!Mh9ClD55 zRLNy8I`JP_CLUz25F?4XTE#e;4qO(-a-|_3V|gIx#2@Pe#%@{zI;n?Z{GEGWEeP^= z?tM*ZqMSlTqrdck&vXvCo?L z!DE$94R)~6eS@c%re)#ff#iYIQI1c7)S9q{o`CETFgT)VT94@@W7P<35ElHz$`@D| z6b+GlYGet|laThvAu+H}-kM%mG{)W76w>ylANEsBn_W!)k~WIM_ASs5O!F9c9MFqw zSUIpUWQC_a&OyIa@>lUJ%6;I*3T0-YLNt#E4%VMb@8s=NCXvLC)7R?fB2~pGqsxxx zCU=$yY5a7KI-I~f$7;fo8{rMN@N}I;7g^VA7F}drv)2hskVEAxiak&E_w(qJ^kRGl z%s5_OX63H#MZ3n9Fvs#G%o7MEEa7gYPVsu|#YkO6#i>j@(9~7qE88>i)zpYEAwer* zd7bEwZDh_p(I1cJ*tv#`q+yHvL8jhZzYXWh z4!Je(7dzy}ewA^^jj5Oma5bEAQST19Z8E7qbUE@g>QHfwir{*!Q0+$*5}hgQ(?388 ziu%+JhDgXC622`YAtCDYK6SW^N3Mu8a&tGlQGz%T($6@fTC2?AIQrN{5xRLwWi$?&mEEmja{LN>g)8DdBrr zQ+^Q%Bx*{{yF@*HiSS|}t`AXh=)Z@t-S@<-(QG$9r&Q3w2PSoHpQH1{jGqWhd zlew^emVB{`B0K`snY>2MLVfWeEW<;D$p22}P>9H`s_j(%wcjTrX~^lK+9>K|)dtKG zuG*FlC#r29{KZro`?bfZwzKs|_VV=Gpz0s$0rgtRnNAZX+Dz7TMJe4FB7`5Kr`pWTJ(5!c{w-&QWp}8A(HZ7wt&#D{DvK zt#IvlCC-;Qe$T*POgpk)dz^NB!eqNOJp$#DVIvMU=sJVzbc(Tq=~m+rJTldqfN*5o z)`!Rvg;P{3riVQpf{!n-j629a1v~n#kDA~kz`rBy>I{b2voy1jT5|$7Jz17matD`1 z(hc0`9nmX^^De10I<^e6C*1PXle*PAx|^cYIQC9Ee|_{+++iK*)OL(?W}x)VrYL=P;XE4G+wo@QYW^bKb($oiLWR;f$E;}qX4>?71FYYyT|To$J2+RPxM@{|a(4QK zxLQ0P{~1%~I{(_Gm18y}36qd>CRyqE1C>Wbldaq(w)ziLOr&CDpjwEn)*!zAY@7m% z5ibV=CMRrR`Sr?lzl1Q88o4&eYCezT0VSJ5zR!+SB^L?GA9P2#OSaVm0N%~&DT4B7 zDkv{uz?5t&=sujfg;M^7cniSH%Z-ZP>GAarSs`!h!`H7wV~`?1&WECR85{6Rgb6vET8NH8dh^_Xhej3pG!pi5<$kddy9;3_5m43nOuSdJ!<~fp_*5cr+M5#`vk$< zuX>BQUogx$XMXK_CTMiG1)xirs(4m@nO}!{%q=|gi%;3GSSaSb z-wC-(oP@blPCUl)Zt@mqN$Zn@H^)6N?ZBHOe!O|R$E+N9GoF>qo2%FolVUQyMsW5l zkJ*KDC!chw-026*kQbZ3YFV_r*!g2D0gMHj!5D`Vvxa$^?@AYc3IcBhU%)MBI=_m= zy%*~AP*VL($Yk#aonC)C{E|)^Da+M3AUaPrm!uW%;JO7RRw^tj`J#V>_)3;osak#R zg3Fq9&do?Q1;`yjjn9*L(4d+jqM~&G zV}{-dQ{o@^83fD@J7lbl-qHPZ(&42BOID1ZCfKN7-OKAQk*uFrHh8gep>!3jSjN=AH_Uny)UU zf}fa=?nKR{Y2x+2K|m~ewvw~SH}FEb_;UNqnCIBB8Wt#h6o7ewcrIaEx4>;Yi`!EW zpY)wYBLzXV1C>g})Vb^sQL7@$Cqy(2(Bo5`#kPmouTr;% zQnO$0&589VGK1Y6sZ7r_YF)@XD7ZPKIT@rt>gD#(EsA$VzM*@T@I`E&sJl_P67LD| zkXQUix79drV|Bxs=UOTX_G-W9Dab*oYM?^kyx+6M0?cIR9QJ!~u14X}8cZdOo$dEL zNu6t{T>%6O>048f@Art@W!dpLSQP?dYBl$X!M#bvN2&n~v+{qQ z$x4>FYTdoH1Z?u0vX^6cj0LczdjzdbceJ|f?9>6gn=w{IA`2o;GGJxy>^#@w>m4E+ z&+fz5AEK)7gh|wx)mrj!@*Iy+N%shsyw(Fx4soeha>BaCOyBA;D+lVuvy$Ud#j3Ua zmB-w|qf&gz2KTL)1hYcx0uE>>+NfcMzrIl^OB4m=glO6I9m z%yp+2i?0!!o$N8YaIWH$E|shNfEnWG`F`Ny#nIL9GV#S}04R=7WRY~um!%H1g2J;v z<&+aizXI8eMbfW>Us5Dpvj|9H>BrlbwVG(U;I8v9)7eCCIz`jBKTipJzAns_4{$U#iHuZcSl)JRQ(TOJh$a3RjMSa{wDy;J*tjcu#~8J4FQQ! z_51Kb8ai|POeLy*4*>H5kww*!ZQa6SN>sh>JBuu;PPGG-O2zECMAfNvk>xWys{Sb? zCyT0o8h^2m3O?OANU%6c%|43{VNPwis=H9(j4|~`T;Xd9 zyUahQ|3~9R2PK{@lSjAGGKc8EaP2u*pNHegLWP?7CuUg|3HIFcEcQ!YrI{ArMlMU$ z2Ne|O$omg0z)ZH#A@YuMbyF=$m@$jIe^Z_7Qer38!$;1iC?0P4t@?GT+i##mNE}^* z%=&L|3P~JY(YarRyQM5O=Cz{4mL7*ZL0Nhv7)+8G4~0i!`;*lM5@ya-&({eyElUdJ zWWx!V%-Ecr9)n_=P#CS!>{PmULaoY~Y8TG!w1nD?JjhYtd9oUK9L(P&z6LsL1B9X{ zzkxs;S@AOY5mYV|@yzV6>hW!rgMLr$&UB?c5C` zNMSpUyTo$d0}m*cQhlB}b)KfxY3Nt;_jM>a2 z`YLBP|E-GElv_q3}+lPcD4RDs6|riwRmS7jy5_$d6|NmuS)Hj zg1)!G=a#Z;s^5w%#uiFd_$4irBxfo)+dvW`i3g#}5)??oml6*Vjc-{>sab+g+0tt6 zgiRMUMG#slVC$U134%e8h*vr7A*4mtV0(tI$Vpl!H~^9^QfA<@$vlb~Yzr;2GYro{ zz-(olu`^nm!e&Z_?K_L?L;{s{Dr1VFvN)~r+_JqCY8PZ_3qO(YH6$mC z2|bFxSWJlhDm5mQ8toqC`K{&uR z2g;Kr>Q1>!)ZWjK%BlELMm0nVLc%>iR)<@16%Q3`rY^Hw6mb8PI;q8y>-DLRsCg9- zY9Aj@A+Yo=eu+?O|0g!gHL^8g69Ka|V#d;FcM7i&Ply+M(cMvZ zcBWCiCH@<#V)MnLP;$DA<>T{k!uiX`7q}xVX!-bD7|(5`WLZ8g05JFEBkDWX6Z-j*Ok92F=gWO2?-$D??>9;# zZ(iu9D4ExXh^`Nr|FamG|Eter{#lu1UUp7dQd|<5m)}}km=*UsKjKxvQ&ub{_$+5M z#tJHn38K>x7!$nBcNSSpkotDiig;isiwV-Tfb3m`#{{1QyvJjL=i)CG6J)=76B7)= z#l(7;Vd_tCT-=Y>lGUvNdVFeb6)QPtE`xS)ii%58RIp!Vpkg>VS(vU{dlVi$vobT& zm>VIzW~)0}jaf`mz*s3XW1ntK%r>eKJ1Ym-TX9i9+l$&5Df=c$kL>I2gAW!`pVE?% zN^|a;4u(EXwy_6yR>#*z(03X7#@D8+X``HK1Fyqb@mjai7)hGX$2HL4xE8!Il2sp% zuiuI7b=uWVwTV4~T20;<2f&Pv&*H&UNaPr)#LtS?#^P%oXmZ}%kv)_Ao!pnFgDrZh zcVr-?*~Yh%x5ryEbLVYq&x)OT-a!#LznUL$q%p6klY<0?z( zvt#Y=i7N{Gql6kw6+Nl67^(3^#O@=-sqrxzHR{tig+y5@M;w3t|Dc>DQly^HTmjff z?kd&W$W6Yg#m5P~pW{w%mze&&0N!mKsfccNPV;UCOgX2y0#v9O2jWeR1H3|T@ao>; z;1zwq!Ai6_MkLU?3=8}cLBo4`i-vdf0}UlKB>F;c(eRl*pkY-Ly$&NgNVge3#McNz ze7Col_*NeuUZ-y}Eqq74~0(0V`IHUoFzqgayHyesBph=mHhLh%VMludfbX?UK2)=;NkmDNx&!Fb z$%98+uwFbXne~cxReGhz?82FkPrA3vcZe8<;h~v? zn^eYIOCC<1<6I}*BP{oB5A->(+(UjW_c4!IIj~$jE1BhrrG`D?F}HAr<5TVy#D%*ufy<5~G}&%oXcJ>MRmJjq&PXg(l4 zTA^U-27nik9s~!O-UkaFHZ7hT^b}+&oaJ*D>K}w#^N+WkAJJt13Fk8SQJR|oTDGwS zYpf5^HI{IiY79<%2>+%X+5{Cm>cX;smi{3lPSx`X0)VPA?e<05)v6t;$I`0=n_CGm zdg9b@oJhO>77J5~&HB{{m>m*YVVL$|t0~KMx5F;e)Oe+F*Y&#xwpZ_%+1{v5b_X}q zqHeUkGdn$US8aV%Uk|@)JEkk}-)?1g_rT3?xxPDUvb+2i`wJh$2cqHVtnKaEj;Zdt z0bzh=Zl9>^*img$94*ciI6*j;o(X8{jJaTbeqT7n)~w*^lKWPmj^ov(7p|IL)u@bB z8}MUwv$d;TnOS(gvP*g>(14$S&FHntKre~SZrTn9E_Y2;+tp|j5^mEdp}}Z0QEj&1 zEFG&clT^HhO8=E^3rb%%lM|Q8%eB#gUA691)R}>kr7=KG&e8SB-#3p&wN6~0ChE*h zLw0_Yjj%C zj@r&@6Aq0|Rhv<*i!+$*R3{>s=1ik9Ud5w>@u)YC4ot$w!IM$9+Me#*;fbN`}gc{(3$%GkGN86j#+Zo@Eu1j_3Aotu>a|ks4J7W>w`c_H64v)v8bfOZl zmfWO+-C-Hbg=1q~aW(QDJMxKNk>qs^7Udf{Hz!2wA0wicC4I3-`|=tE`htFZ@EU>d z>F`e9bO2!_>BClYNuuCi-H)%^M^5!|`ly6ZH%s5M{AT(oZ|}#aoRF)0=%k#!^w5NS zg5si*xkj*FbfAy+BOuU_#*X1=MPa;Fhzj%oXMBV#lhdAZ?5R3^$Z6E zZGr@N9z^xS?)G1;M0#vL! z`MgBiOz;m;3A=oq16}zU^5{GF{)v=&ZRG~`)=5R=fanDqOkYLFjPal|3FEcKi&N1! zg@LFSRtp=zAyd@?R!CJ=pwZ1XeE@K%4P$9B1aJ4k+)R?`!ng59XZql7{?Uw_iax-b zrcq1L2MahrzCL)FWgdpF57GxOWk@kVcGU;32Vniw2ZwQeAQD#A2UfZo^+Enyk3)T+ z7XYe|te|{--oJL|5-ly2AcS?c3|-45f6w+tkeZuw=FDIJ4ueR&QciAcl)9@F1;M>%T;}qE=hQUZ5iIE6d;p z%@d^4e!(zdfUK1Ri;uJ7DP`!i7%ee}W+j0#-{uIe%S0;5y39&Mqb|#T>rm8XGMf{d zY=aRbh^ekK4m zu5R$AX;j6VIZ&tq23Ro*`=tm~6!sPHI2HBFEdv`qH%QbkVOTIgb`|w)04&^nVMwtE z`cYiaMf%BtZY7^l(DUDN>j!6p7bNr>oQW1J^cS*R<7kkVLIk#jC}y*JYii^(4Zy0L zKug*Qh;no*5vC}2+hR*vRTC7=RQ^ME;n1?Mq6_Y02sM~~yjfTmh^9ZMBH)7vSJVc& zih!@O3~rFxAbs$1h6w{?Eix^p|IYwexIQpd1I$eS=X^1>(C^#%^!t}S)9;_lq~DJgi+*y|J}de7x>yQC=D)E@ z6Nt=z>oj!Mic%Z(JU0XsOp7)r2fUKyN&BZ$7he#tv@d2p^}CWh}9-GO~)<~HEe40Q)%tYq8P zXEUrA0K0kv7XmQB8(7IEGQS2+*1{>hMs2*-U3fmbzpK)2!YQ*K;_kV;*KwePQnhhV z<`x{w-2y^d*)4D)t6+gRJf2)iE;)>ctcq3lg%Qg)J3Hm+^yO4{PvSQ^60 z_QpzAt-Z;ALuYUD-`W(QMTzdS4Haa9j&bINU=wsVJtt{4K=2%#%EZ%=YY}T%rhW*3_0=#v zo*O1YTG=o;k=DmBeMP3M-Z1?`7-5|a)8Caz*?*>#?YUvn5LPx!R=R2pQ~nz|!<7Hl z4Vx3UzFh4}^rCGVK}KuAnNNa^)(xbdkI80TS?hGsUa^O3aKt~hMNtE8bePHFA=0>h zhQ%C_nk|)NO~q}2bdMnYu=C7j!9`~(#^@jbY+NPb&E6WLK^&ogF*@Bc6T|n17^71e zRt$h$jnUZvtgpuC1a6E7X=P*NL|PwXbfrvLy)n8fjIhqe=<+ftdlRK>&yA6Wu(C0- z(p77W^54)Iqx`ovx~om1@@yjn*_pM@ED&sGt{3ghSb&{j8*q+hMye@6%#2hv>_zU< zsMUswnR!0Lxna$NH+ySl{uDYY}T%^Slj!_0`Or#LWyL zt!!qTNb6%}J}FaHZ)QFnMp$Pv^NBJk`*)PGJvTEN!pdgGN>{C!$$vvzU|v8SV;d=SV<4t)sw++u`%UY`m3oH7af(xpV$(na&l z#VGjJK2z{7%B0}?mH-8Bm0Gh}MN{kN=f9!z^Yh=@fQP(_`=rEkv_TJY@*nHJlRs;4 z^2Ml9DNa6JG{p|8diu-cyh~9h^J9ckKXeyhtt+bd_}^!eY6w8#&EER>kKqUfeEj84 zGtb1}iii04zhPK00M;Vb5`bC*bMLE*1AIj8zLxQnihlSWlFnKP^ENow#m-cMwP~{%3KFZc64XkPaBcM95egMjb*Cz3VSFO2$6>+s3-DmMSEbA2@lrLuJ(sUph!+R@Qe z4~=Hr#lAvlS3&go0T-A#*oD|J6|w{<>&)4d8mK2^t<@`C8GzOUVze?%E8}&5VVvEf zLqv;**pKTFyN8(r!lX7{3UWF=>#WoaPKU=VUYM4|JJGii&2v)_Sg><;%wra}ryves zAROwIuDO;uG!f(#N-bN+9YV?L%9V<&V(C@{>{78*s-{1m#wQZP`x!{06gzVGESBpy zE76drqY$h#+_4g5%co$x(&AS;0a&;#FCGOsiyQR`f-|?TiG`Ro%V2daE6xasL1Yq$ z4A^f8+?PwBR4zEZN_gxw1Yg08Ml#8JB?1nSyrZ|lng?ru?Sut^SnoGo6maj`@*Mfn zx0m~+8JE0;k=Vm4%D4oPRSK7QsQN~#>S+fX$_pNV{|eL1nH1C|H-7ox{65eq zZGOLG$!y57pL%ost4Q1j_Jx1GhQD5x{(3q5dVc*C?B563zprHfzKZ?(YWDAI@ZVT+ z@5R1DS?z2#{o$k+QQCH@zLoZ6N()=pFN7Pr7Y6GW!GCXEs9Va3&+iL~w{7ePbSpf6 zH#|Ro5^pUv*{MyBVAHI@b$51xx+LRju>KBdh}Ha~k_WhGCl`qv{}c&q_$Gr84%R;m!_^;#f2!Iw zsnUSwA$*<@|3~U@^Di8pYE4&%+q2DPwLQG6)xIt6bjJIg4Ru?03`6&y&TykPHas)e zooY3oFtl;waHrO-ZkVZz-&WaCO`4;Pz$wvMcVuJ;i(J4vz!Dfln&jjjV!hLb#wwlK zIAe*9LU-QH352NraS5jfN@SzRRqhfjFWc;ao8ilPNg|FgleE(;+)D@kZvm!1fy~?XJLGJp`qOe zG)N^UWjsi?x#nOl0+pIS>MbT-&<9K`KRuO|CriNs@fN7!dH9>~!J9n3-l4nh8~X6| zLPR;XB7=3A8H(-Q{Iv%%9CX89F=W&g5}lV(kCEs+N}?}#%*ug8@vQtBAb;IsZsBdU z`IKE2h`D}=A234$WQ_+e`IcojK#sHxkOe0`>wmltkc{q##S77_|FLHN=^{=+)W3n# zTtfe2oEGnYyx)cJ3;#^|A0I5ODs(N61=pRsoBs~e$`)-L~<`q9T@c#^m&kbUOS+?8XtOB{9Piq8in(T75uR6iC0v(;|gm{}p9+?e?T z+q=~}x_6;e>>k|C7H-g78P*}|qVpnt@2abI4{qR>_=RowH+yv506ZjibH>M_O45LN z1b*ZHr+?Ss?|Ry?nY_s0MT6P1_-;KqLwdWmE`FU7d(Zt0&KO+W&H(Z)N`vT(Z&nu+ z{Mz-9NzB_JU*2j@RGJ%Z1nI;pNe4ZQ?ZKHLRJCx>hqsF6!jCE;t{@0~kDC$N0ywZU z00*O*Rp{mom2mNq+h@n%Y>*_?eH@pF?0LNx*|`5>uE@S+`&bpuaNRY-akzURg8yxd zPL0k?|9|^-b`dXZA8&PH!CnV{LdSJzuh|r?oGCo4-j!Y#A5Mm=KJzYo49=9&%al%3h<_BR7DktIdwUm z^Zo_liW)%IIq!Rx!401rB>&%Lm@q(gmH(druyFY|b-&&ZG*K^QQ?LROVJ%amscF4pXd;>gzCzgJCF(BdIEY>|GJ5Aa@96 zqb+8^bm3q{9UKdQjh+GC^il^o-L%d|xI`VW7icv69LwN_PYzNCXE96|AiJuA3jkON z>VTsqCR&znkg0>Xy8@x2oG9%?#lqdRZjx!JcGJ4K&lJ3&ObSkvLP32uEj#_>1l!)w z@9up1-P33K-B~96p0`-^lM5uFq~NusP%uxU>*y!@?Y*I2J)eG!KGSciO#1Cy zEc(fQyOn%ezdipAo!_4SmR}cK8{8mUzOOU6Lv8u*>Zb6zEPF-Wl()ERC#@A%T%tc` zd}&x7;myJ>QSrJdA3?C9N2IBn@-fTM2Dc^1A$pkM!2nr{O3MQ2^8hT|Au`lW$>Lxq za(_r9p}az}QqZ_U%73e*x+&Iy%BY+219vvk5<8ZgtZs^R<_ximSU1HwIT@{fbyI%5 zc!=HW>ZaJp736gMA7`aza5_9@k=0GP-FF`{%g4u~OvbEqo4{suQ*LD-dR#YU=wh?M zbg?Zl8M3onXCPpgvt07&^0cB!VtC7_n{qMEN;Kr@C?qQWba$)-+43zgo?BwB#g<{7xfXq0jAO*Q7}6WP ztd4P+evV>&0^yiSughb+7OCx)>J(BQ#x77m0|T&Q^;2d_NW%(3FeFd6qaJZ}bqEOF?x*nWoG6f39Tz5kn*x zR$IbrBu)I}*okl}b$K^E#`L4d^XWFB@O$0h9j z<=(UR{sz>`?EUJXLIjpF1k$YnH3&B5R32E`Qx!$;TZ=DxaUlvty_rf4IP6aiY^}5_ z)75UZE$Mgh2I2SrE|=f4-Kk$7V75Dz`4F&z-P{y;5zdZh7<#2 z?Vc}n%t@tzCjc<_T|DMYJ5(CTOzz?Q8$`m&M{}%nWp+__@G<`__eujcn97R9rP9Ff zIg>Evf~?ZO{tU#Dt28hH(=rLA3(Lmeo2i0P{=JO;O3@L#X&O~g1!9UqPNji65U!{J zbd?6~vWSBJ^&&8Ww>L4d$>9Yuzr~^%cCKGAX5iNb9F$dC}%7=QL%8w(vM^ssu@c^=`#g?SSAI3RSE_5 z8B2Eh$r($%q2IxmN;0U@?@)Xs4bRerfk94!B=A5O&uv@MB7w&Nuy6_Vpr4$vWF;Rn z$Fc#>e?#ZE=fCAtX}|_9$dZ_Q17;H7(GzqKXx);{+ zlL%F`)T)-4vJBh{Eiu8cV1TSeq(w`#0a)*~#4+4Ti}aIa-by~B)1Lp9TcrUTyda^! z!kK8nLcb&`4ZP7^IJ7LR=z`ZVgc@`K-Yl#O#ASSr-~N7tD{2E>rGXDx1~*7;kk{~D zh6w{?Eix_o;1d8WTpyS!4P<`baaCR+{T|Dw-}1}M;%|_XAPM|Une3V@B9oOrXaOH{nlz%~RcdPJH^12`99nbwCk%aOJ$x1=v3Mv1sk}3^Y2a;3b*N%>k zw`S(f+t!|~j*cc-H{6>S4os8775BKak(Su8++_RU)|oTJE@Gtt>*Qp#`c)cu@!}zN zud6g*BUg~q@nmPEW^g(@W|37ISnV6T%<`P^C{tjb^UoLv7X=^VBFl58=f!Af-vdKg zo-;kt%>dIhMFaG~_z=(JY;znN#u*OrOuf1O2#PDqbN&+kVtLN&*B+JUd?G(JKh>IH zUEcKx&WDK!&dH;_%xu0;nw5J7>AJ+24c6ZQ$KJ&T?yLFNBoA30hhyE z-L^tq5;6w>yxY#FC1q+g1Jd_!;1aBUyZAf+eEc#v-M)u*PpeY3ZisP_RAVu~^xofZwccnee9 z;BO)h&-M6vht$|-_u=b>#dxeJe4E?9)&m(1*~_nF$Z*bHeyhi<97q(;$}fBQuRP`! zp1sVcY*?je11hxka$fSSo1+sGY@P_Y$WcX~rEF-_c^XhSdOP?MJP*mqiNFki6Yd|>MJ9yD)Gdd~K1u2`h3?u;|y_VNm6$O72M z?CNB(#vJZGj!T5{I3P`?{(B;naaON_dRZu6vvjh$H{_*tFY&pG!gt2v3t!wqUf}>! zUiV;66T7#R%ko)b_XP-;S)|O%!cF}9*OH~?)Rsi@=M6Uoi)V124N>iAusKm_w<~k& zq754&tZdThR=U-QpR>S*v18S!+paV_ldbl2b;8m+dIh{g1F!4~Q5nxH7k^nc=gk1v zc;*3bniQ3CB-|&lyNv^gryum?nY)&G7`&LE^Jp^+DF(<||A?+xNMiRr0L=XW1Y2h~ zBz9+3H*O&>5>`G5VWlgNMQK{d=fCBi*lmNUEaqGiyKi(Rp|ah(je#hx7W&je{vnu_ zNhn=dHvZmB6}*LiFQdPb*o`+$qbjOEJQ1Fg*!>BFD{25;V)rL4gBw0MNd7;@Fkyh~ zD*ulFuyFY|C3a_WAGeSfsVK|6m54^U&wndFvD*eCNY4MlnN-1YzO)j%mtAQVOcxGT z)WQEU%o-9z@TQkK$Vm`648Mk`15IN05$>NHqz(>&@!U37E$%=Bz)DaDhQ#hn9mFl< z2^Hl85hp4ZP7pa)rlFc3vZ>D$Jf}4z8=43M>mwAkr~0a&=5&eQU73we=#vdmk_XLQ>0 z-*QXrw!sS$`je8hx$m5>q4V4G-||cBw!sau z<=^kSE&p9&H{WpFD_Y3E&|NzfbBXR}YRKRc;Z2iQqU>xGPwajjf)&?Cn#AruwG3@o z#soP;uVHvFK-QwtvOszZ01J1B42j*DKNPo+7fC3ukgOCmu8{KIDk-tsI*^=!?3392 zS$8(l5<6Z>WQpC@nKQ&LVq&*-axz-|61)F#@esS$C3f4$736e0$62Wv0tg)7-HVWXn&2@k$GBYy@E8wmh$ed}h?+7V^gv zoVk5X%suQxI%^?+tTRGl5Saub1C}Cz9;zfOtw4`#(lD6^;H2`lvfq z?N;DFmG+Kmccj%G>vaeDdyv?!f!z;7#%KLu_@}CMMwO(vhwynO>36EbErsrg5-k?8 z(gbqVg}6Js@`7k(49^go^CA@yX)2t-5{J}a(BQp3k5gcIK%hVBe-AVg6MQ#1^JC(K z^q_(K8{M(xQi9=i0N%}nDJ=eI%HpqLzYs~WMFFe5m84mRqh8Z%P>o08fn3V&G;#v9CU%1+1 zZsGM8_>^51O1XB}5166;LcSNZi1io#7!(qX`Nxaotp0*#{;AWcAZixil~8{Hr^V|p z>_(o#Ka=_karb!1m)4bG5L{Khj@X4z(`5^|uf@wSL`fM27y6#)>7Jas~DGJ zvCNksV6jqy@{w{<_EUKk1gwd`mh!ZdJXAqoSB1v$tPsNXc5TO0H!YvYcRRyCaRhPF zydFMdQM$xu_=~&5EBG^|G&{t>#g5b@*el*3{PKZv`6Y{jzZU^B&dC%OxJi3kM)Oz7 z#b1`j_y_<7bTOA+Nn^yDnaZb9u59-EWHf&t2N2^p`rU#bSmt5SHbJ`u-(yHIK-TIp z>IIOD=AQ#F_uT?!xg9c^Gr8ZNYao%Z@(}Gd57ocWGO$5ngLJ|D3=0OxT0~lWfd>FsxGvBis?RjR zTCNF1`pKHWNnfe%s=O=lVgD~bN5N`A^+D737r=zxzi%o%h5 z-Yj1Sd>x_Mb-*_)0~;hYNC$k4VZi`di%5$O_*VeddmRuLG!yA3>i{eHj5;9yEw@xj z8@wQ)|A;fuf`xubq)Hxnjae#PSXj{ohXP>Z`T%bh)&=7FASYGw41_Cc16``*2Fu`v zPY%)t>lh{skX`k`lK@z_J}{+9W?sR;+$$hdlv5?0s94ymyIQ89>eXG-X9_-}ObXso z3I+4LIvxGwRLS1Zuai%|**??n_A=@Bti__AoGNK0AG64^4bOi=mnxb6mS3u*4Q`Mv zKggNfp|<>Ysgiq9s^ojzwUgG0D=yJH7+)HeM|iWaOH@2n@-qll^oTU6lAp5-ZE#zH z9HLJ#JQyHrQE6Eq{XGB+cZdwBl9@krDEEg%63W`uNF}6E zmMZxv-;K;HQ47yV1SV>|%Xb!8q82@fLJt#oU?@w}q6gFD!ysiOYHdMrWrdEWDpJzJv<9;olEI~+LH#zIf-!^ZEO+KiFwuh) zu4lWW%OxG-9spljLc*O4Sg%sJUfEkrysQtHAZ>7y^`D%mqkV{p7`a1)>Rr9X&D;Bc z8=9vjBZb~&*wAEgeXh4?_*5UzAf;)^c#v*0MCh`(zSCPw{8Jw=5s=08KOSH2kRtS7 zefawFvbYYp&V8Ngki~TXfX5w0InnOC#3=H}+Vb;gqvOb9Rt_YJXXTg0HRLh3@GLGq zWtUZyC5wxjVn1MpEUtV{Y7w)znjn%i92u|Uvn(#n{8PtMLDV*YS3(vSPK#%8ZAYHM zKa(u3V~l>aE|W`eS$W9w288UF$#vT1xS=jA0w9xX1OJbBwo%t+xA0rUF&Xm^r9ydK zOM4x~X*5DU9+ae<+jR<_w6jw|N%1Q94pQNPvzIMjhX32WFvw?gJDCxU-xwBOwqP(T zMZ^+!W)QHL@}+#cobvUIIOWSR=S#=|t4EcQx;6)_WZ0aeIR>8vAG#<>VHt+wq%Z}; zi;@)f@^U#UOA1>+z>K#t-G`3GUe@OFUFG60%LI8l05+cV!kd}(pn9N`q_9un0OAIx zJ}K-omU$TTQP3Xe-!P;YAZs-pbt*_w*p~sA`yMBA1RRpWGP#eF!bHN#o1Ip=^2MSi zDJ=gj_oOfzOvT%BNeX+5GYOR)oxflpmRwTUifv}0bYa=}doxw=82?^Ie_|8N-3E!=65|C0b%xcr-v!ZNv!lfpzQ%5rZdqEYVi z-^x!4v%v_G^Z)I?oNvvN!aC6)JJfs&NddYOFYJXpRBn?l~0E5B21{v-ZFkWen z{lNe%+;Hcq{W!Z*q@Sz=tmHGg_4#kPWp~=(1quDX_h0CjM0V$e?!r+_7o5+ez@Q88 zrb#4~n4h@N&vE2$K)891{7sg@d!Y}uF-#aBYmsSj=YoE=E0C_C~_ zR4lB~@04k%YV^DNOu;+Kq~LQ)p+>%GyxVSxCDr857_eSteSWgHnD|&9FhNfA zBw7)Nf#W z^^TeCjp}4~Fm39$9XU@(>%6PBKHA=??U=6Yh6GRHFKw!4&qm>B<)nHueEgy$eP&pX zlRg!!FG|wq$IIoiEa~$j2$&^(W@-;y&b=+^^PA=3FU$0L6aX8OKJjK|IH+z=4uJV| z0{kfsAntqWlRkfLnTKJO614UC6NVH6WUcn2J_Sko{0#te-}+>JfJ4$}Cieqe1Brx{ z_du<5XWM z3h-uORUn=P%}M&a5aEg%K$rA+k!5hhCkM&@1q>4g$gc8#6#xsDe^b(DCilO`RyKez2!kiAf zYx5+!OhlL5A&ZP>xeKsX%oLq<7bCynuom9*(pfp@*Z&0J5}l<8zJ9 zOc)?*k!kT+UI)NR&{>8=)J$g`z;za(qI`bciHfIenwi@)-l%jsn?~;$Z#5v`-L18n zouSIu_)sF1qv@`sbn>VEewniSCGXI%`3L(<-1nAA+)tE3+@nm`U5JG=OFS+}?~E5Z zW6J8HaALwg$|O`16TaDJ>OEQ}^}b&U_4J7eRzj@+yGEs;pOX2QOjd(rF8_VA&NnE> zAhr9OGHJU8CLgYLm#So*grpJ8rYf1I^qG1mz<6%^lNO^nTnhC(By*ozZ*>q%=I6^R z1FI+-R|ffSJ+!B}y~J&`eP7V3YZ}R$tyC7?QRK?*RWfE&}`0-|8hrh5# zaR)-R>#aL21NXw}>||IlK-MDCqPLy{z{0Igp58iyyLTe}WF=%JpHT_rzvY&^Zi5#j z^tU<_Em-K6MDqH3-GxKT!ip|<#@6zFCq%m41ifBk7qJx^-!glOPE^5XLKQC2<@83zt9-`pL=bR`O{V z68UfFlGpR!@=IQ~!40zIZ+8~gP+R`Hp;?8%e+tW`itG!NK5QkZnETc>&zKq7cqI=Iyo7we#z@^SUkk;b;;{Cas@dZ zS2!y*gVW(Li!6ElOTH(ovgCCBMZ{$bx)WXbFFWGr1Gcwi_?UZ>~n<1>=rvs3*=o$N_<(oHkMp#kJY-BMhXGa z{3oh+WUuINCvT6pX6DY@)}F1Fk}CgecViKfD*sD$xc)aq#`edM7!TZL;o5~PTU<_) zf1H_n($gr+&#*m6Hm3$|F?;g{$2TNFUPFcY{x}6=g8X0ZF;bCGpaGQZ36kn^uCaWdv2k*duMa^3`hW&0&0dxa={7?|e2rk@-ri#3?ml4RaIK4z zaLAydG!BxVPafs5EA=)(*eiOAumy%N=UnwSdCbZoS3RDUlBpk;hL|#;K+DZejNFFkGX|&B%g9`IkLPeU?23rkpow~*N>|{?J+9{ zu8L=+a1}<(skK=>9`}g%NwXqgn(3R1fc*?MC`u>-hSTCjz*gJ}zwpnb z2-vaa-2+_(Fd;6_&y@Tp*+K!=w|E7xD>kzVU>Np{((SouY%Z!qgKRsiI*HZuu>rtk=!5g=XUs0yBv?%BCTn)#J8O|tyhze2U?FwHL>?aib9zH zs@c-31d~S*V04e%C9ol5vVJ527OR6P)0V4)J#+hXr8_lVY20=FZlNmJhFa8x>R+%u zClvmQwl^x%V-uB;TGSM;#|6O#1W?c1K2g~LRTwBXdOa9NGAG!nfQm(_6_(K;t`(-x zKxUm!@0zN%tI;N;#HLY#+RW((m_&6jz$$2x?Qa_;&Owq)ecoH2I9#GBprqFcW?_v$GvuVJ{daM zeiy1+uu#Nm{#i5zaju2+>swdTq8Nv3Q9^lYEx{KZ>;lVR9&&ayOph}cennE$XRs)V z=-iwTv44z+T2^F%p?G2$AG}6jF*>}{Hyx0$7^^WTeb{Qwv=sbAKfZ1?mlHa& z(}x|Ld|09_rEl9m6+Sx1&VGE}kp_9EQ*rvq%ng1?WIi@&UR+`|Aku`~NbgH(3#rpX^y z5)XXpNd5y3Af_Pb>qvgpG7p254N4083PXwkvUbHmm!+hR-?BGD6vJku<(F8mxLBhwQH0AQn@z?(hQ6Q|+; z`Fdi|G7rPo2kD8E8Bz?8UG>CS0IZ*SBJN==5?0m|R=OJXME+Z6U!j*uj=xpXB#0_^vD$2rdC8AOI^WS1c zXJs}gLT-Z*B;?zjNfj*Q{Vm`09(Uf?a;PHi?_iiSh&$daEbfJieS8L?io&iIi};*n zV1qygiTbA)77UQJh_s0M-vh94QP&rX$OQdx?#qhwlLg&MKBJ)LzvWiG$p$Y-=-=i{ zv|yoM66Kp#jhLmjP8yrc5Io$u$C@qFlboiHe0a`gt-9RgM0%K2z{1Wm536QYe_G(RK8b z%Qy9gewBRsjrW;;BW2QWda>vymv6F?k6C2dhUdSbE8mp=mS6cM8{8mU{@ecB@-g{1 zax{2#ygz+QyakXnikNLes&{)Xf?cY1?GD(q?Toi;aIhxs5K&-PTizN_)2WCJRBw}Y z)EnG|QERjm58$;->I|y^yjj=-I0ozfPgJ@UDEr@?gChkyh7#;%JA6{9l=}N{1ko4R zFL{SNOyk++BD+yT7Z_ZZ15({zJ%#sLPuM2TCYaOZ;bU!O`3;Af%Pu0w>b?><4{armTKH z=o?{#-46)MdQB9i?AOYq?7vdVuHrLsCGA=`sWUS-6l)+y!pio>N>{DD$$vvm51f3C#VK+v6tJzT3!q^GBN-y-b%%6kiSz&bT| zWW8S1RzW1it3vmtrF#VF$Bdd)zl&Z}49<}N*tq1xo4qwS!#F|#gR{{x6T|n17@Q3Z zD+a)>2InaNtgi;=7;bO~X=Q`sL|Pw%bDd0Cy}`LYjIhoI=bADpJ3=YjbAzKHtZZjVZ{Jgi&)FL<~;zcuV&^rZe|E+ zWi#VMS|2m>1(~vXGxNnT!aAFo&y`8puTjeO+{|bQE1MZBUA1N={|%j)$$#t20%nG4 zO=4wi0|Z%_7ddl4u$9><2h@_f0D{3`n?Xr<4Qev-qqgafTY1C{PZ7x}BG73S>MKSr zs~uC`wzTjuKSoHkwqiCDE;>{(PWuC3;~EHW_SQI^fFl$zPA6GrV)*_L<8(a3iUF{z zaoPaD`f8kx=f;VURyIyfq;=R)y;vrwZb$X$VbpZCNL$Jz=QWg^o)#&8N7YKjjKZ4k zs6M_#O{SaPm$ZuZ?gPi=;&h!s<@@EZB zz8F<1#mT3Orr1GMcQj1SyA*XYKSn6^Gj{>jx}u7Y|6@ieLjVeI_SVN=Jyy)e-w&U2 ztJ4wUSKL0Hrr)|uUhTe4ydBnNNRvgSLULr%Fb$3gS3Ap!L^cIB7FH(cWqT{LGu-+mJACTylGlSDCI?p_ci??f)#fvG<{8fWEtA9nINuU zoPFLOFgzF_Yf))g!u%3|2}>AHpV!dWG&>P|61SZq3FWi{D+QTS)~VS1w@T`3Y8^;A zRqoZ-^zd;r2fGkE4g_Rp$*nVIh+V|Krq;>HX!YxBdfMV4cCYJeY9m*W)A1!|rDljL zdd%X5X_=n)_*VMK`kG=9vB18jujj>riq}wEeQl-Ik&C$|7m0Dcxm;PuYNy?ZfL&^* z$z?^KenX`(TfMm5hO^~R1ud?BG(8Ik(V_Yo_&d$&h6yNR((Leho^f$BRzI{+ZSH_F zqS#(csB-cd+S(&4+a_m54P--8??${q(AX{)jag}=765h(Pwo$SJQJctk&L6*@vXEvXq$cY1K&X^UvjFSCEN0EPJgsfD1 z=DlI@(6M}|_!oL8Vpe3EaoZH*HV@)viWoIgDT>(RL$U_bw45?6p6vlRYcNgAxy!28 z(qOuNKOkm)zscF=IF?2>zMGMxeg-^laQy`jSec15Ks*&GA-4cT@hZ zk z^L#~Wc!ubc7kVJjp{?2d41vxKMIZE-l>=GhS;=k9RxwAB;xN8OaQ5dOvkPx*#wYEv zJaRWrF)wO;caX|%Wfg$I5ec=D%yJh`Ik?g=~aWIQXGCs$qt@n$O4{1TDkgFWUJ&XIh|i^Gxq zZEt(J2Ywwm@>BqiS&*yfl5_cal<@F3q58QVvvT0bcvgNKd5Oo|!a0&pxwjlyUVGaS z4;(pg)hz(tgR7=JX63+D@vIcCD%9TgE|0l|a}}R*sa)j;%+TI8KbTc^d)rgA?QNC7 zVcO*OF$k^Evp?~+Ue@GR^ATwPP{G#s0A2}AZgE8kxgBLTOn@9 z<51s6uuoeF{|v%EAcDmk+@89bHMqrok?k=kyxEA7Hj&tUs}i5WOZS$!pI`JPVmu!5 z5T#4ub8cOzU(Ww?CHqfINVa2!+wMy~jLm8ER`U5kBl#G>&}Iz{rYkd@XdK#p;)Ye) zP!#%mN-g7DUnZ3KYce&uQ)dW;YY*GWl&L?AfLVZhg#ih2o7>?^(vcRL*FrbKnGSFv z?{8b*9bG?iSG~47%AToHf5rK2js`xrFTi9Mr4en0rMMAoE~|`?Mzq)Sj;~V5$02B^ z2j^Yk|Ejmo)^=9lqzD{}1(8O1kE`hpq^CnUS>#2kJuNI&loR~F&#o3~3g8E`BJ26})x{!??Shj5WGW;KI;IJ(>8-^4E za|u^*MHHSOR{Iwet0!%Tdbisf)yeK)+$RGhl6TntC2FDH`u!?VBA;I}`zfR^E?P452Jb$lGUVOS`9tMpWbOe73Ly7^i)+?ZHIBDv64FGdL zg3nxMho+vHeLaW^zDQX4EWVYle1A^U)HDAr_okjUn7-zN*`?E+NfMFc zJuiVBakZnTRHOQOrPjZ+B1u;vYGr~VyXwz|Nt;C0g`s0?WQyV*jt#~gilV@qrcp~# z6feU8@)gA^Eb}mYeUPG9U`R1Qc2yK_0AT%86o+s{Are+r6jr(#6-EAAtg)XY8PrL( z!q~c+hIEU1-XC>m4=oX6;mAC1>uedGPRN&gvRt)63{s4DIkRlAV(f2Y!|#<#fnlYMX7nVB!+& zsS0UJm>~nVVbgV2XCVHqY{c?Th?eMw;S4Y_h=ym#%IYib;;A)bicjzeBaC5vfHw>K z1jP%Od>_GzE`g?i$qy_;8|-$FNANv{2Log+DlIF7p98RPkHApCBy$Lk;tqjGLRr07 zDQH|G1>W(TqZeROUdc! zP~`jgRw`x`F3HD#pG-HsBk_SgQ|>)wQtsoWP_DQusH33l<2%WrkB|TLVubxhp9%Z5 zG70;yONp?hi{@{OQE*w^Y^)8IEXc?I-!dsU0FxJNq^D916HVF2w~D6L$IpL5=i}$U z70{8!20X~czs{Nbp)UUKI@0V#9ciBCuC26wx3Zvl3II0lrQ*%P3!35wI<7;o;wnaS zpyPVW(7jO4*DyR7AZt-+S;C9}uyFO9d!XY)ZaYO1%6q9+3L5uP^WQ3|BaL++xxD;Z zthhfjcOKSzk!#EgrFF=@>~429(h@tCo2(;^b>)%XeWC5$m|L5*@UoqnLP;~>*Ma|@i1O# zq}@;oX-ksXedO?F&q;i7F%mz$&m`VbCW)_EN+gz3ery!>@UpUYQ(tmcfU&Qad0FUW z^xMnYmwQ=K6}Zb-v!vlMlnjh^RT~XxnVditUlHM9 zMiMx%;>1{exPi)ecNPYni>i~8)$uO&PVPiW(Kz-(I`ReByD9z(KK%jva5dJ*8D5Gm zh_(v3PHa(pOAoO`y`L9Zn58bSfme-=Zk0m{%ePX14_E*iJQ^GKWuXM?Oc~bZkUWb* ze~JR@Ol6#|0h|I003*nl-8a5Yf&cm9;rA?e{-$$xMNBLm3S#2x6!-@h4>5AHMB8@; zS+5tsH@f+FiuFPz-f!!bG^izBb8?Z`u5Xn~#LRYm69K!}u6bw`EVL&}d&&+LuL5>) z)@>FuW5EuMwV-*eK7+Q>oX|J(GX@;eDb>T<-2S#)yl0hie$Cj;Me&Oj^XzSI>o0&h z(4@=lvIbCD=yIE#fsf@N>vH=`HZgugO}BrF_f5+;{?>j8L8%_Hz9?(|qen-z>>#VW zBH7HxleklBgnpG;6X~2G~hvciVnPSG4K$i*8kI4NR$BdPdPik#Gtj5 z>f2XU+SRC2WhIhvr)Vg;x(SXh^g@YK^gC5nHkiBIn9V;%o{zwBtwddD(>;W`%|l5Y zZJa>@jEkA&Ibu4lFPH3@3cD5nyBS?kh1Cy**NvUJRTXw4env4Bb`_hLqWxDQ1t|{s zC4#PL9H%^Ok)bP|RpFlO8(`s8oZ0AiIlfB}a8Iuga2F$sugP=emwWLuocJZy*x$ML zPb7_vlrynJkbb+u86yV$<}r(GgYCz@S~d&)pch$+^X%~0S(hl`!TLL(+`6zznqSSo zGkJhp@Z=&t<=UF*!4JGP7#woDIDZ0+!XSuUz!hk(!*u82R=IZD; zIW!ep4&dFqO-o1A-vC}==lkoDl&)gpp5RDn*)84X{sMo6FwSwk#l+Elz{DCs;~DXx zeTZR&+#$GmVsCM?u@AVRP0PO}@esYsu%T&b{*2zD;j%uULF!p9<3YO3g$3M#>Nt%` zRC|kwN*^#0(9(Rj$JaabJe=#p*9&K7<2bh3G@v$*1hHqRKVJe!vWEDf2z4*Q_G$dA4J4A!u`K+;tKB z7mhSqx^ao|_4!EKmQrwQ7t)TDKLyu=p8b#4^jSwr&HPixQ$f^M0bU6mDREl7BjrCM zPvM_QN6O>Cd+0*HN50-yxq5)KSj`W8e(fm0AW~-;T?WFRla@)zR+q=~}x_52cJ-D6u_3NVZqO4^ebfRQeqd}=lUUY`g zH?IzT^J?p~jq}O}&k@N9xlePE8dqj`jvH4hc$QhJc71aKYas(;UEXR>RGJ%ZtnFyx zm3F1snQXPEA?AW@D^b9sDLAr(k50C5*9Ci4!a;|2?T!fAUp84I%UX3}0JdV9)!L4! zu~r)&xqTMe*mgEi*6icBgvAd7(qtO2CoCSffK*T~v-s<_k5zZnns?1`9PS>7;C~yV zQ=>D}|KGlyUBnC9$6K9L7EX;o0y?#(aN$hhS>>kmviNK=*v1F|Y_B#a()mz=E&17s z0(j!$3t-&RQsDwqOG}4@mVvF6c4fK>0bNPoi#G_@Zz`ATvqLLSLcmPLXTAo;bM~^1 zme-eyzicb=8UPIFV(T!aO%vWU=_)1f!zWLmh69KpS$&?sZI*c$+=8GKkR1#u2FO~6 zgSzo#b9)wmx##vU*W00^WoCE}=PrOqSUH#1N>?79(R8%Tf6Kk2r46RCzOgL9;)N4) z_*e-2DrXWZ`>9tj5XH~3og90FlZ{rT%Njjw15c&h>hez7mFA8{wn9<+RTd2?zX_&g z5=s}AjlVZj1#jTrt5*eh(=@803d9sJhK;Ppw{*Iz{#OWB)Bvm43p6nJVawo#PY#m* z4=_v^AiK){rvO;E{KsgCiN?<8Nei1Jx!j9Xl;z$^M5Em2zr`9<%8X9zzYRu^oWIVQ zRKaq7qp%?o4e}gVh(xT%aKx>t+{Z0jI?-TleNIR=`J%`&Q{dK&l$!I9s}O=QWFe~W;L;z-6GwA3L8vI_hdNQQa5J}InTBdJw~c+K;D$0O_>@v8 zsBh+$xpzAH$;qF+q2G1+^t-;#^t+}^`i(3W{p8F}EBTn2mJNIU8@luR`EQ+r9;}BY zBbLZEOpxvWkN(^K{x)Y`a2KayHvGj*ZVWaYZ<@@g;_4UH{(pf`MMq!N{%^JnY;eYd z?Dv}(77UQJh_u-6_W-bP`<)VxIt=z^uaF~CJd0Z$h7E# zRWoJi15@Rf%pW|C`}2f~vOn)c#ljl>IQT+BLsg?6kB{_mMRp8~SK5kfT`3gI)95<- z$^LwA=(jnaep~uXzo(T+zh^8K{bYaMNu>`#jwoXn)t6wSOFE1Wq_qtNXHgW|y9d|h^HG|XPF^eqI`cmK6WtM4; zN1p;StQcgVx!KZZAPrq(4gT5E zr>VouzhZc*HC-KU;{o~h@UB+-wqb_&_}`&!>yF`x)_7;QQ5zecnd?rqnok(oxN*2s z>sB|+RK{pAxM>cm2sY1!GDymd#urS-39w)*d84Z*@mb z-64JLN&xQ`=CWj6UCMwd3D7G5a|wo&^k;IDId<#{VUVfb;$Wf=IG_o@8~Lt0xUDF&XJW~OeP-XvCfSzDYgUA`III9n_z&A43pzAz`(Z)9?r(xV1@ znjdv|xn#)lqYgp9?4)?cso*>IG(Tz!c;3-q+$JbJ5Y0Cp=<#PGqgxI`uK+-l``H!3 z)n}HA&MZe_JpeYQOX1B-^r;vRuMUFs6cJPa}&v`ug!Ly7^iR$EXj zK+>hQ0x8T7v@$9J~SZ_vyo11f~!hj3VQ6kz^!-C*ZqAGZw37dWp7p{yt>e}=^B!6n8 zsieB_as1Vpe%Q^wnhmR@Q{qk2sEU3#ViN{_D&5Ma(R-kA90Y%c06FFii3bq4s2f(m z<1|0w<(BacUoGl|eP`x2;Di?R_3UC?WV=Cs!f;^#?5Y<26o3h8VI`Z0u4eGAO1ru6 z{Q3`}tV>N@hrBW>`~PMc*dU^!?C%G%Ki;Tx zIz@&5y9^5k$XY~Ne1e|=FhTeWHmR4TUw;xW6Z?Jnia?~FEcRCN8O1*TEw{7PHh4io z|9NMk1q=O>I9q*E$1IgDEUf5);{mX7xqvqd>jH4PUS zOc)@$>Vqu+EL3Qs*ewh^9Q3?g~ zG`fy{^4aR%(C=CK^t-Rm^xIt~{a(0O^pnq4Tgk^PvTVci-_V_{&VS4AY_$z;kS#yf zncSha{QuFj)dSd_Y8;BwC5<}QM`N?lGzellP<{^Tt5q6FkY^gYrcYINLfMCIC&CqM z)Y@5X?`qe&-D(rMaI$`vl}4u(&9pk5+E@dMElxofAssBCkK_7*>DEMT5-Q(8J&6r7 zjmo&K&P=faydQPfPFgFjxI`ajd}&x7;myJ>QSr0Ye~(~Ak4SU2`u|#nHn=T84$+qx z9t@DRsI)AQz6HR-9U{Zo>dYTn!&gWm31#hSrJ!+zl>b&qXRECP$%lY_&Q|}{osG1_ zj^!qcrdems5W9$HtF4oh(du`$`k<~^HMmHT2V$MhRxeR=K%#~=as@dZA9Pk~2B*Vg z7TMYAlYGM%+1YB`HVr&meINtjuxq@AH!zPNNL{5Hoa7FnK){w0d^BEJ?Rax$kX!ihSj3%l*oXLte$m>tVPv4nahf!XX~UCd+@J2Z$&i zcmU4wU+6(HnIp=`fB7^Lm*u~F27j^q7xrt9%74M06z$d>Bh}mWxi1H%xi9>wUgo`Q z$mRl@xR8ASEBE&LsNHQf&f8esaOM-&LsQ`R_qnC?2>dou&g~>aNRPm8s>98{YLT*D zfSfg`Twevs&sG|>?p%806q8?KVrTgwAD6mw?Jqnex)j27q6+^*{q*!`szHy1B)n)a zUH=JAf$dD_dH|l7&vJ=dsY!VePtC|D{EMV}te$mdM3NtQ;6Co|Trd&ZQ`0jCC$O1$4j1?7|s~Pr6jb@&jhbp~*M3 zW#`bGW6Pm2`!!iA&CkGs(HKI!fX-5BG+&kaD+>C)2JlKqrNL?ORGRl9r{SMTD$SbI z-O{De2%ZfOM|>S2rG70K>*9^#o)E{;pd}Q#-%)p03)6t%EO95Qw5!-9DnW5$E@IB3 zv^MsFK$O#mJOr&!Be^}n+2$1d06_szP>vAJTvx^Y&1wYc?X%O>X51$OQrt(IGefn` zc%#*+j*dXDFWw%E)ykh~Ll<^zB9E!?_%fIZ=qukGuMW(lO^Kq>QS?nlN25w}0{%eb zF*=$Od63(bqmAQJrTIDXA#{abfAfK)eI(T55$8@d@<4Wrj__s62!^GFcGGBnWfR&m zEzFAp)jtF?oZm9l?ap*I4G;6MV5_|Y3lR)=x)s=D9&T4BtL-Y_aCk=*Di`2hcKl#W zg`uhLbR!8O{v`n9Bxaa-82-Eh*CWg!KHG;}6dP82%bQ92C8VaP);OZyFA2%9qRn>Z zaK6dsuVNe*_C1_irSDPwpI`OkdzKFs{}#ol6wEkbvChxp*RZ8++@MiWAB&TicjQjd z4pHHE5zUxuvM}#q2$+3(X8VwhdfB+_@n8mNj?HAP-RZ{GQP7XCTuZfDkpRG1k?>plHI^)WypNP8-&Nn)Wihlghx%a(y-?`g+ z_q|uu$;_YMkC*DVoO|!t@44rmTbrz$3&0{PP09AuFvl*k)6Tl5Mo9JU++sv&DW{HD zNohX1QO6^Bu1s zjvhR>RE230q?&@mUuu?zAqh2{DOrR+Sxooa?n0pDRYml_$uP%f5{l^K!^EN=-7gb! z1mUj`ZdB@ZM-cwT(zro9qjK-Of9@9y69&jyWYTaDG4%fpz#@X5aQ~ca=}kuv3M1dg zg+59}S?H}qGzxwER|ne}o(R4TS|-7N)R}161s^AdQNdq3)T&p<;iz;+!DkapA_gAXa>Pg(F>9HdQ@8VBXX)RDv>d#Y5@b$<-FHd zxl5&1c6>63u*|gx*d;6@N45DTia@Q%Nw3NGth@<35>-x`Ju7c^$3iCE^hRjUEeXTo zl)M9gW!FuHJuAW|*^B!mcM?>&4Z>#QBtNo;TjWxCgEiwHl>izDF*c2le;i^3WNu;ST1D z@J@4kxg~ba@mWaMTO(NialTj=9Q#AYZYc;SI2H+)3&*CgaU$K8E(=h;tV}GVVe9h- z2E0MB=(ftsV-+kAo>L&7@XE|@t)Xz3+jMDR&jGEm)zk2BuAKIL1oFH zDzfAbAFVdmxv_V-!}SKPY}cEu0a)xFgA9Vf;xHx>3?Sh|R;`>SJcB)sI%4b&QQNE4 zk%g%?MntBsg|9(m64)JrgG*E#+&N>~^lA8C99Os?V{87%a4{qTvxcm? zcrML5t8R&uRToP9aw_p6jqW7CA)TW5R#>FbX@(I}QNh(rEMZ^b z^8#ETww64BZo#R|6663u(M=z3;erA8i8arO1l&uSPGnbXlXK?9;vjc6YrzryCNf$; z^wcD(JWRTg8R;S-@;(GC@fh+`HxpG(MQh^~hU)cdSPqum@{|5RN5g4H)d7F7X3k4+6%dqa>T81ihPB4@KuOJ}lWkL8O{vA+FP0BnqP<3p2ArmSx#k0w2dV53fq zCYtm!OVdU#=5f?vyEP^zJI+g7PcS?fAZrx@Rn=sP>vsUmJ(|SSYb2S)5KVdzF~giI zKRGQ*LOIZFrJym;9skwwxUB6g1Vl008c}Rn!t6bk>GFs(DSbODGF`sNKqSv}Spho0 zD?m7;dJ>@=AsU17ufSa1sE^t_$?V1%)c`t3*fXC#wQ0`HZR{ z{;MNU6~wVSk$fA>Op?E!GvN%9pQ0CH*u~G2SH9+*!Q(1xSy&}dw~Ev90xWFL zYDq(7dmcIqCu(wNhCsB`zQ?Xd6`Ir)g1|SpBQTR{y93&D3tCv*ocjP+cGcGJg7#pp zDJta)9q4EIy^f&NZLmHcilvH`k?*XFlawm>}J@$kM{xG(Og3Ize95LE@b~3 zwYkpCJ4eVK$R^_5a?l>5WcWhVCiwS=E%>`SzA(6Fa7MG#^w6NQ@;B^)F>p_&CUU(B z^6&`=kS)D-5?3UT##kA7Xb4p=y3CoITq4wa0eClKAcD%iPJbMR!ozHHGXOJ0sN=~o z^%3f4fjy`{;A2Kas5Qd~nOLziKL>a@M5wV_JVJdk@(}(RM5t%`S~u_;M2tGZ>YS#( zL@1#)gIRF$81-SNN-=7FP85reuwY;~-{&#w1n(2ga7GHzNVI`_r&FJt6sMB$0x6~@ zihU932KAW?3OU*A=0XI_W;cQhK{=VD*z)YA$ML2{zK9U&7emz@cx%nnf%WSkvdz(904$N39L`p`O3VRYeK9|0oL z^H~I(MHfopl|Z)TWalnKdj1`|9#th$SBMS&p*sRIDV6U-dv5-&MXCG(fMr)I86!PH z`}q5}zfDl;HdvnzMWp9no$;l}GO}_mvYbLGiAWE1o~Wdz04yRs)IpYIHjhZp{+EM5 zu}IGW_=`n)*sonL(lZnr=^5&Jq-Us*SET1SB!`>!&yt+ETy1WriS$4|UKk+JMtVfT z9(QtZ20BCw*PNn`FPtPBjA@ogj|QEUwb+GlAm6sdYjThDTLWd;!LX@6;9ENp>Cp@$WMak691ZYti1c8$c%m$8SSz<`n7iERi0P=*0s)@vjpf@mA6?YPt=2K|4K+IydNA?|jOW6XIqv-YJXo z{4?oBX0(gB&6^Q0o7)H;1l6?D#(6%JFCs*o=luZK80W!5KAGd0fh zHA}+=amzF%dxT-Z09h-@R0Web&vyWr`;?5S&Dc248xb+lI8T&*a-7FXK4Y9G{ww!5 zj}4|`kzC?D?{y}eGB-q3ka2E!Hv`e-IL{ten1#`WbA1E|T{sH?XVHaHa3zrK9>jSL z#jZzHiPRNh!w+*uU?!zNeP@E5x#c_i@IT zBFo6ixyW(~r6l4!)On(2GX-D~=b`SgEVFsUc`inRvN+Em{$g<+_G_1l^XxlPYU!gq z{w7>_-pv@#p4dLFG3U1lcL$OqoEcG`GHCxSah|r?+)lBr3JE8IBXX2y274T}2kZ{9 z0yn863n#}$M5f<_t3hPtM(lzy!qclwxNmkxgiEaFjR4-wAXs8OcQRo4Z^HdhcX9Ck z{Bhu7KLkPz@veC0ocegzEr3Jn7x`9S#Je=Z2t``KR~_Kx5bwfn@p#vh_zV9G;$5>) z`)i_I5wYh%mP_%=P^UXZyB3~SYPFm73FGEl-3vqy{)#l7$e?H^!cjMlMYMK?S`861 z!BPElGTJGNXZ@XYBQw&)9PY0On9bn?mx1~<$Fn+gk4a?r$?b+G%E25v!|vPtu8fLM zW`v5k*kS-|jEmtzA-J?vB`%hH_iaCdje0Md-M0glrj71PhTXSEGdvg|YZU@j)+93a zd;sP?iDe2l5*ah>zWo!5Kr}QKC7~P|vr^C)8jJrbhuycfMigu25-VHaOiEw3i`}<- zG7vlM?%OhS&m@;FEbNb4XoC_TH)9N?;50rowW?@?#MzKnBGjldP^08mTN*YDH&a0C za)t#1WLI5q3joWm3-sBLLKXPCZ=>{+Re_a!MpY31m3x%j1~Zf74>=RgAo(eJA$H%+ zP1_5xV-MY&jPbpv8Hg^&>i-3XYElU<^5c_1_<3JKz%G8CoS!ZQ$O8@2gIN8KvFlNV zCUu3(PJZH!z)Y&`N6?;Iw8G-%{1$*^S8W+%^+E^wyKf&SD0LgG&xgfuo7H!n@#TXM zvW%>pi!7&5N+MQICx+COPXSoO>gnWOmf1XF^@m&q0>xtWhvF|5t7pG^11DoPk|1M(oKR+T3$8H@OerB~JfJ0PkiDL|EC^>5qqI;ergn3^D3> za!h@UdL0a#`U5^@M2uQ9jF5>HJF^_%<1r)5laMxxL9h||4@m}u}hN;dp%h>V zWV;8ko+GjAQB@*!h1l@tx+5@CtmklO&&}htD3uieEW1+480!(*$Ir_=grL-Iuu)ft z&1HP z`)|?b?e6|t)cHn-EndaV0zIbDfOVDTSm|7}MdUpP%R zqBDK0M}yAFt=NSriuJt3efTc1o_hhjn=!D&dhX5u%n<8|C&$#sdR_~|rv89$?L@3c zGmMal6+6=gcsay+uvaJ)p>Yf8-5#VGpAV3VW(MQJ(>-;3En4O z;&({b5-D2k1TpH~>{OASPDFBN|4|R}b znav~8^G+lvi}bt;f3Zjp`?X6&diEVDkJ)$NmdCo8(K8?0uR%gjzgH_&OT)QT)&D#a z#MLMIBqm3E3ND7z9UsK!?}3XiN)O@ROd3C}HrKhlcUARUZ8+SqHQ@gP__S`k#m7-I zFatjz%Ku;0;e@kdgZq%Bw3-Hcm2YAfjG>*m5q=2ZV^=c z(j65pVV<7?csEO63G@7z0aLc#&SGL^#DnyhySn@nf{ACli-~9Q$ApXd5NI_7yyBTO z?||1q(&4vUyqEKT#EG}x0>se?mam>fluOh1P@WYeeGK5`5aq&d@hDgSweSo745D1K zn8i_R%td6LtJO~+j8Ka^#kh`majEUKM@t^GRjRe%RPf*&!81->2Zt^ehfC6V0*SsL z5^*dJEbJb2T?}f{HpwWWIbm_GoxyZ)3M?l>oU+i?i%B;!V_Hn-PD8+KIwzP96tX$A zmBVJ-WoTvSL6^1hv7u5EITSdvT`pEVcm>bHZG}v#9&*X86*1)+12&W|>O?T?VgPIm zhT%h#XrvE@Z9}NUb%E1Dsq3=C(y&1$GtFDu3=0OxT4|@cngqkH17Pm+R;FKLgJCBl zVxqyYDE;JMn3a6SU|9TDhvG4pHfAUK)do*7TP}gHi=2t(n^dvA_Cf|C`S#jVm`CLm z+T)FC=^|j;emL&4y(v8ERv?9)b>kIlBka&?52r*>KB8vR1W8@Ehmi;JGgv|wJjAiV zI78WViw{k$D!O1nsEAttVk09KrHkidep!(n|mc|WIn@JyhiDAM3*;OBW3xH+U z2R>SS78Zv-3XR}zy(Ltfb`eFS6BQG0o&K#%Lv?xMsUB1C*LhO#>0BtNPh_>zuixth z{r0*}l0lVz3-A>;rISel=RtdJQ)-JvJ`jLqm%tSCo4(0`d`$1kHry((MjIag)e>sM z&E|^OavR)Cw){b7aW&ZT6ul4|<}XOw3$e6@Q<03}__Yi~mzUNqc9&O@K3u=i?(l~Y_>Q<;KZM!=PGO4r{w3nMoyB2_TU#0mw+3N&TZe#En zgoQ;|l)dVV1|NhFGUTyd3)$>*OYQMy4XR;AxhlL%)Z{w}zH$t7yd42&5iT}$OB_s# zeVdH>WBHC+aLk7pxm~<*g<}wLxo}Jh`yy6JmxE?EIZ-J9i&at@VwE{0k5$qqk+^J? z^r!fXt&*}|yVNS_e!%*MLdAXj;BkDRo9mF*zeDPb!)Bk1>MEO3Hf8f#fS*B8rDkVnRJTQO6LLM=xpC-46#AQKY z^berUa#$44Bfdk>EpyeU&C33$2>G$G1>36|Y(NA74wUUqNUD<}me=*B@@|ruOW%c;4(yf=;;AXPr zzi?K#23ww@7h=8ib!mGcmU3_^k})uUIRnw<_0qfCf* zj20|V6|#644`HvOa}J%C@qTxlWb!iJ1MTHzqdoz^df{dGOQ`Q6xC&>GvcExJqf>r` zo{9a9Z(-w6YO4OmcS!$e!v?=D6D|K0+RKfWKL%jgX&L8l*eNM{9^Ikj)A5x2OOGk} z$2=)HUBHof zG>=q_Q6w%)#VF%1mWsiC?NX^2N0oLoU{3_>ld9JS8};p_rhfbSzC15OdAplQ8pkWG z73#Ip;81;JVz3SS5bI4iXBuuaN5=X+*7wybbJ_5I9TLtVTX&uMqf95vWEuCmD{ijYiCZIcBU@bfa;C_+EFB@hwiz7tESAZRxd> zS56ixM+2=p(^u1;!QZ4;KTpxC)1i%`%^`h0yui84@6|fFS1YAnt)#vBLyBHqVC+?A zQER->s5je#t+8UWed%}|3W`kL;)}#_(`jd2+?-hXN(ao4c@(cP^UgdvKwqT+O_Qk6 za0d{Ju6p>G6?sRRo`dr}z7$eTimm|c` z4S`@)@+71)P8V(+W*;$~fj>aqE<*>(t2au`V!Ph-whuH1+5=wEJFg0bZ<^jn39e)1 zTCvs+_serFlNV5;5SAda!a*jAc-d3|nRoB$B~a-tD(`Vv0{64 z)#mk^z0qQeO@g=7n_=al0w>R6-Ir9)J&&|bkzF}wcdE+ggsn=-b3FyR#sbvf$Jr>j z9=gGCg}n_zwDai52@BaqrAT|it?ewRaRQEvxrct*ibB1`(AlW@J8HeR+S}L~9~->9 zap{%b%lJRV!N$cKM~Yh^yx|oGFO|e9;WvE995XM6j7(`Gl9@(uRhpZ2`!TLn|%8a`{dGb&~fGVM8Mv@96_Ftwa1kEN0CPi z`pYO%FB2Q_`SR(@DA0xls0-D7!ze@wdmD(6X-x*(=>279s`*}n$T$811Cc!6 z_&ih)5S6zmhGuDGe7H0MvrVWc*q-owZxCjvZ9taBnF~AzRe^-DKq@kRAE?M2a+6tf zT^QR(kx&>10AQoSz=vH`7{_7*@e1R3OFs;w&!jL`Fr*kDyDE$|0IZh^V-Z&vQNqd! z!%A19!ifKB4N(~GqCymlt+`B!WnX9NW>zfw^Eg%kas@(PgWak(>HAE=pTH&_}rNNgrua4o}v0kRg67U$u004%#M&}W(n zmtk+N0iyJiHGq|TMhy`E6^1T&&~|_tFx#h@q8v{Moe5ib%%78BxZ> zmIt}N(=^PX3YG2jNoOvvO5?RB8W3QM3Lbev^zviw0;m-epA2G3_%#IVG9{ElcC&}; zV^COgM>rCBPO~U7r}5u4PiB6O-HDp@mv6$ip2zfAewUFj}+ELWE;}O3Pv{b zvT*!D(Z?Zd!^M%V)XMyjN4DX)NL-d}cpm;@*@o=bE|qP#B*N%}jb1wygh$>xY$mCTtjkL zJabP;a@duCHtMMRE}KXW)AT&l0t$+T0bUNtVc0F69QIxOg?|RgVS8(BVz88P1M)QU zFC&_RI~^s26j}}lJ||BPTPLT7aeb;y5NkPPh~)^E=$;>vp;E`qptx;wW#-xIz_iJr)9ke0WfniT}l)Cg9T^`8j742 z>}|00VoMXVjY^UGc<(=CqRMY@WXz`fX<`cX$$9H~ft37{^KAIa$qx9*d5YGP z?Z7H+a^B!dR9He^B}moF0w`)Ria^pSN!$|_V^4zzG&PBP6Z!JESf$y9fF;Ks)nYdj z_s)?+1zzF2(xv02+HmP2Kf_EMq86H4*lNI%a#SN}S#?)~3B;LE9}|CnGGDBVG@aW3 zaA13swRn7JG^6qw*in%+u&ajaRXkY^65Lw@#i8MW0IR|!mQ(!RiETxrS9=8CQ04xB zrB4PcoM~C?euf|eWbK@a&bCR8-vC~(v{Cmmr^N<|3a7f8UIxQ(>M|- zQlkEBfYW*?Y^C=#&Xo6~XCfE$)eOY{gj~>huQscD7X|2}NEn$p0N7|`@L^&jlSb(r zh7Ck5i(cs*Vd;lq^qCCHp$sVo$gYNE834;}SduH9#oU@i2`guUS?S7@j!uQdf0b)4 zsI9q7ie-0a>KYVFie8B9v76GWH<74-Zh6K;g%;P4-OV1Wx{I$?$b2%0c}W=oyUa`E zNM4x56euCtb9TxeyB@nkv{{gxMl9wH?&!#*&8~&^+*T_sZu08@Saxj|;@u~y&MV%R z>#-{dw%o?yLub)%=2Kkej0zuw5IW?!UJIQ|_SlCBzG!^a#iA*~_Amm@B5bC_Fd{Oh zmxu&ClJ6J=e|(VoVCE>$of!q?*Jw+kZWHL&;rJUSLzI@Ge2l3U}nV zWUBQ8csHL(Bvbhwz~dmM+!ZS@U`nRiOq5L{GU!u=34V*9;U(Qg!)ZN0!>n2f;_5~` zNRRm}n}0$uvAMgL*qA>iT>J^aU4~S>c;L?yR_0C99)u@wljrIkeQLeN zincK9ZG&YdSda77rPr=|Lr^q{`#|Ax9N%l|@*xqIJ4j~}*>PKJflUS2BxeQ!<|c!q zPYj}lY?S(ydeOtlbQ`wD**ApLaZQg#bYwSXHuE&;y_(MdRa!8hjNOX^&)fTa&hcudApI*DiBgS=vq z#1PDC@1j1>|L^b>D_5>qvGVYKdS~Sd=?=UUy|Z$K{1x7zU%}t?#;E2^ls9SXgK|H2tytwwNk~Z?&)2)7`9Kh>yR4P8jz5S8>`t9`GMsu zkG&)q6x+&Eg7z^L47CB$$wqSH>9C8M{8a!2EkmMnA_1PVQ zjO*Qz;Szhi8o;}G*oxkM9OR4Z?aLXkuEZYS)Lk^Zp$BM?f{RZ`YDs!*j6FWwT}(Wb zKPFseGJ?AdvB!96%{%tEQi?qW+OV};(s7}l6amRPV3S4{d}l`lBsBvHwVi^w3jkgY z0ZHr@4@f?Nzwpl>Ah|#ql8cOg+l1C$-=U2Ld<06L3=S+BKF^6M) zaF~R0SRd$9h*(OI$+SR-ru_vOMCRFG7^U1bY&a+6PYDiykf!))!6AU!cTTYh2L-?> zAg$08GW8aHKuGZn=|*N!i16v35ikp%3LXagXAYm{P~G}OU|FxQwic;o&3G7N?ZbX3 z9)1=j)(=@+El``pZ`kKGQIX7yLXnKT5C8+l7y*?XFZfU>0@|t)ncN4%%p=8ian7pz=sJo3p> zFpIC3xT*ntC0Zf>eiel%{bc#KlFumr@n6AdI3>@<>_q5o@G=SgW@n;h7Wz|ICW%*Q zkHh-JMZmWGubK6uR1xIt<&>4UE_Oc)?*k!kS?z7N2%>jNJxKGAd@ z!E8POAXJpsot>zdSfl@6nTBd@@!$8Dg1^g?f`7|}f^iyMN56i_IqMGn7Qa@KL6v^{ z;45K#fKCexa*{~`7eae(QB8{kdH^iD1g4;$oGoA_AG64^4Uhjqw}&wPt0mNio6Qxm z7$1wkM4r2L6&V-&hs#F|KM2m*EsGn07T=C0yewR<{le zf@@Z4ZYd6z1}I3gGjbVrKI)9fogp~9!X1a1bm9(ZFE^cdBLK^;6PGz5-WJd3zb2CT z>3p#wIO-FO9SjbS4Y7iw5V5&%R0>lkvhwIM0p*(%fJJT&T}YBSD36_szeM7)+?-$G zFP59be&w2*6RzNODKDomHePL)F*Mx7Vq36j5%&1$lXDK>=`Oktx|yMKv97_wXmPAu zZP#n%Vyz$I8?9pdvM{%(-xK4h4-b!H6cl0}B&`SDsn^@9SL9MDfBNfy0bFM#pTum3 zPr*f>!YtOWePi%Ym>uzVkMax zcL?TQ-d)U{+XKwe#WOh{i#}y|(d>z>br%hl9-u*5Igs%nJ!XjT?-7Q$vAdYKt_PUd zojVtS>=YDLJQH6C9`mIRev4q@-tJ=JZib1<3t;&_vR|Y#eKqYE{7riGV2WOy4sGbO z_kHi?`QcVAzgO$zUagRNwSxBQ<0*P|fw5PeMXm8hquy)}w#JIh_NC)>*nlv3i{IJf zU`Gv)6Y$Qu%v56SS2|#ZB*%DXCGRB1rBae(#9LfW-93@qxDaSZQ!mc)MRh-b(-=C8zgcgk=)_*6Lka=Z<7 zJIS04HdMi!EnLy%+9c*(BGA9X(b4%th}#q~1{S8kkj*YIDd9BvEkVGPB`eOjEmt~- zVE8ly%z|iw9l`DHYO>iy> z0CQhbU@AV6|Cn`2;cuu@SV+K6k&N=k43GfozBn<+Spa$u*O_7Gr-}ZvN ztrm-=1d)hNR-O_B-vNU#*$@}i>0?J&uGewwFxF5K@$sRlRmF0>#HN^vh`PaXjyqK? zMKNnuO7Fn#MD5sO9c8FWdY5Gg2E=8uW^ZTsG(dK>W)B0f?AGjsvPyCwhD{y$>Az79 zlGTxwfsE=X{;S2Pjugow5@Q3BNhNihDV$j)O=zRDkz;arGH`HK3uXmx>i5W>n?#1N zzazklERO|;*@f-!d8I8?*bv?&@@aU7(CKIH0;&}wMYBD@=wwJG#)pYDTgF3m{)}x! z)t2Eq6-}6+2E!y#4rQ4!ygPX~gpXf~P%(i?KlXYp0 zB`AGf+7YanjFeiigKESpmA97QKomR%WxzYFw514XdMzx@wxZwLK3X0g^(M-t>ImE# zE%jCF+o7cOvQn+o+&Uqp@Tr+j$?}DN;4XSv6Q%h6-(yHO`2P4XvAs`hDgG0oMyLWxI(pR|W=-NEc0L(I z0_=$h*d+m0t_BgFR3E4$`RM2aqM0vHe+$Y$)JBTUX3b+n!5c3LzG| z?P;ESj=SyYrUqHk^4M*E8xoZ5w!a;JvEBCU*Dkf&{=j;zG&ovs>o?fX<4IcnJKfw< zzcT1YYqZ!XVf8?8XZyXQ`@In;`&wH4B33NYTjHN+zhq4=+vFcW%DKjB({Gc%Uu~{) zb?>&xvt2o@0so(XsA8A+=V6CTblctR@D*Ybg1f{dd`ul$+>V_>CH|X=$ZU)A(1@I9DOxeOdiwUS1 z6ZA311iwcx@yqUF;-@{p#Pp+$Scp900g|KX;^?#89sM&s82!Em^=!mR><0`}#^teKzFp*K5rEHGj$E82A(V!#wDC$X@2#{6&no@|Fdhvw`0l6JJ*(+^XfG5b-3Rb; z*gcEg;=5;0L&m{BgWa=p0{3HS;L3{)vk|+(UHP{noX~54IcV}DK~4>h1gUv!Duw~O zVzugBR%+H;UTMd0snPbfz@f!O4|?Pk+wh~+C=Hjllp&nQ6ll1Yg9pEIfk>q4r75K9 zC15Dw1h$v*f6ik6L}x8*^X<;!>ToK)m<$uBI5p>i43cip8BnGO!$t(mA`F6oL7jDV zi|s1r?2t0x0|Nsh$v=oo^Vfj)A@0ltA>?W`(kwY$Mz89!d@(6@BW(k~fH>B$vKt8> z3S~g)mt}4FwFo!rck9-cZ?iORV4h5Ym=42)0kUhn`ECH_9*AM8JF+X*w6=U9q9(fA zl~7S$TXv#i;uV7rU>~A1R96f>h_8gUgtCtT&zUIrK4{O)r=f}&os0LxB6{fdE| ze)8I~6aDtX$S6OY2ei|RPOnzWjaIp}#=OVxy9y!UL+ZP4h07pb@A+9BVVs3&M(rDf zKL_(2omi6En3g{UXCQ)d;fxe4E|#R|ypVciDFBNC&@^lyb3z_VQa2-U*^<;P_=_z` zv0uB?lGF*UGL#d80%C)gjx@_#+JhtY@u6yI5DqMWJf`wxr4jvN)e^o~75jBJm$B}P zZM^`3+wVn6QT2Q6@))dm!BQ8VoCjAt6AS)<5^kkNYxT;0uQf3SXN)$>!>iALGxOkG zsI4jQ-Opv&>@CP$u9KGZ z%Vzhg&2{eX-Le@RPu7O>G6py|4#ZN}QeOJ71RqD|iwWK*+Wq}1royPI!FFX?h0_qG z@;>Z>aTV^WspbB_TB_x$XF$h-r%G*9@{k!?c88$;5qH$PtVMhQz`M=c#qxpg7e5YB zSswcQ35&q3LEPdA_$s<6tbK{$ggha*`Ehq~^MfAXW+p0WBZJVV3>*9wLBrGC zMZ+I@fQIObrd$qJtb;NHz^i2Rd;O!c(Wp2S>75JUyDcEJZni8L^eJZowCEHKOH!cW zKR^bpwTgcniuMsbK!a2^TgHR*m?1(}Rr{pwV&a88z{H%;Nefg%K`|b){da;lcwiyC zOJw8~-9^cH3?qz6X=-aNYcCTt;G9RaPLJU#gM)7VniGO^SZEpPAn{ez=Jy=~>9cj;;8 zt~=xWFad+>nsgwDZhBt|NlTOfybCPaa1y?UU;s!sHMzlGBHf@%(T3$5TPBD|Mff}d zW~m5*d(r>63C<^o1p7x%4eWf!@Su=9r>GxRSiFM21vxxchiyjllNqouMQK~Tx=kD% zrDg*sS&MlhU%ZKgq8|cabkiW*+EFrr@u84=N-ZT5IL+?t|HcNQ%Y*ve*?+S1!@xC} zQc8c%kYa$WI{b@u|G&wj*Sh*a9m99LxtvS6U{;LBq zoyWxgL?PQ?DR$B&weWFg(kZEh-(?_@tAW*#)CaG??cEt+W=G^OmrzAS?uE8a)eB_x zkw^)7Lh!m0n9U@yF8r({9xemGMm>QKO|2?=;+4@V4m`mng22{*k{dG^c|2f2uQ}QI zbnIVL%^YX}L*pyaC~Y}O3Cs9u5*_f zEpIDo=qiRUgS&zc6RV+UQA~ylv-yq2Ka&`mO9S{g&lPzZXsw{p2l+R`M|`EZgn)FLe9W;=f8) z8rKFllP&+cv%<}6%a{4-cCp`8=B+0xz(+!s5Dz33|keg?EWB)Nq#~ zt+i21ca@2Y!F1z8lkQdG2#J;cs}O3`aH~rHMoYupQ2N&~EEphb5ouBSw*j#3D}BEn zdX#>$3b2yT=(@*$br6OXjr>md)&?w-+?SmxmR0UAyll5=(@27vS7^1HaH_eo;(%!% z<=R#cwp5MQM{v<$9QRZ~(VY@(u7U$xp$-qcFC+Jm9U{;#cLFKtNEU z2R3Kbw!%&>K>e0_6)I`t{dxmq1TBC9abA8}b7^E%-!kuT+^}`{D(^g&f#Q{lP>36L z7>#+`%k9y~=B^3+-KaMaOtFeREw@{JSP!V(gufBW0D^-PjG<LU{#lqDY@252LtTC3ci@WzUOyP$A+AAySl9s<+_^^XAWZTP-D-UOujtwqL!z1=tMrV>=I7j%tX35&Hsw=HHVrlfAEvS?AOYsd;CB$} zF|cR`C8C&Sn*p!Wso?i44I4CnrisM27#0kWwTQIXl%D{w9Bc|A#V4089OPF{kJ4`j z=r@W-CjzEfg#3$4OZ_6`Gd-r~(|OW!*4=r~Gx;K1RKP}xWtY=PNv3im3cZ%Y7@XE4y7l?W-7RSORKmK{3&`f6C#Re+Q#IXR_xX_Ic zO|2>u)B{CPuB)KpH>je40F`FP;-%O^)Untj_=Z}=vn)L^j6dpKxEAMn3B!s3u&ZAfVB+Wd_Dcn%yPtsHQ6B5fKsqb5^U?`AZz5q6Kp#4=V` zezK$`i_hKD$5VHVA|x>$^f>vouj z+~v+DU?Riv-3+US*(p9uY)}$MJimZYqeeuHcz(&!utCj7?T53P`5eQ70kRg6mf7hy z09eF;q*OC;%UlO=1sSEEJcqH8&p3yP|EeEVg@|~@$N^pC?K3*NckXzB)R;-q> z;CN%ajS8gJ7~r1`jPO$g2bF2jy+XUPXO|uoZ%pA$P1~@*6IO_Hs*)sRFR(OTgS%$JX@g+Z?9g7ufd`vuHW@l##`)El{PHm!Im`eeENAM>t!R5%ngf@ zY^{|wG~lg=51ZS|xIP@L{C?2E8jIJ&MpwiK5nVf`0=;^HB8H*Cfq zaUWYmJ$RdipDMCnG7tQc0Q<5p5}8vHrTCzwffQb!@IS0QXXxCM za!7`O?-d#N>Xq`)Nev1z_)kyW;4kT+6lB2c;?0{2Ay07`lF>U~et|ak&8frjY+u}I zhpdb#i`4ARn?Xa!L!JTmD9|UTZj?tQQ)PtlZ8%8bWD662AK)RCmmo|$TDn|Je2RgH z!sB$)IW^=d0E@!ov><_O((@=hzV|)gDzL)i``|BDc%1#(r3#NfFRcII*R)7ldAuN1 z9yfm8&C=uL1ic3*!?pH!y*W~9u3pg($y1Gq)#o?IOSzN~Uygj@x^Wuimk9Ni@`(7Qbt@uoXTqK!djTeoeBD> z@@@DLsY}s0Jr_m}u+)WW;ODzz(4`vqIRM_x=2@zcp2dLmt{Ql?ySN$c0dDBNUbz4= zeaa>tnrh&$>Mk0t=>ZxtR0F>!#poR>josCQ(bIb03KOu>-y}xJKOma+gDKG9PzLUO zJwSt0?pwx#^q5J5e~)0|>)pk~zw`hTc~=AfS$9$L1Vf2)&B@=V=#_)y`n{5C1jf~z zoc3mCf3lLjIw0??%jC@64$t;IaN(^eBF5ebp8Knw{2mdp{Zrt`LD}pL;4v3aTDqJb zQ^Rygie5SJliw?apH@(OO=xmt zvs2*6fuCNQj-NKB=#>LM`Mr|)X(rB$C5*9K1Y?yHeRJiiJ9nD~>n`x$E&htmaquT! zTH}4smA%pdGZZt8p9tn%%=8dLF;jnDE~=TH3|5ckSozo$)l4`ph8-h>C z*0bNoBm`3f1dpS`@;{{L>0|lgO{C<06#%1O2bfcfp5jBH9VoSwJsxQ`0z8Qg#An+4 z%+e17*JR4Hd4eIu09nhA)OwJjr@sSW?wK}B<2w{ReGpN^LaH;kz()xy=jvMN$|v!f zqNnj+B`RHL~Y=G>ldQJjh*;P-Mi=GP29tej@l zT=8GU6g{;8$fU0Jb0&9Yb=8ZarwwBo zOXCJ{&ZH==W0){N)*{p5qud6-vMUNx(NiJee$mq?6=eyx645B(@n6LkJ+;BeB;;jh zQe_tMoucUJ=iEg?%eaab_!L8^K?~r+R9YaW=;?P5F3|#-qNm@pG;Wa9Oj_Vu3=;;( zT4Y+Zz)t{J4qCua^i*g8zi1|*qPz#)iHeDLgZ@RPp}HINnI2Q{={zYo>!0$Vpnf-~ zoqlrB)9%pkU>F~fL6v@o;wxc9lg2Cza*{~`4}|vIvUMyHxOA%MCzlGal8;$o*>1;w zq1&q&|5du8r#85mZ28BX#Wk}npNgWV7rRT5*4ikhdjk^}gXzYHCfQZujfs_h6QM>8 zx2iPSmWI2bG#U&G2FO}OT9n3B04%%Nj#K)6(bFjXWEEf~pV4)X|H`50sSQ{rxqpQ- z#WKtN^H`P#Ee67G!G1K{Yv!-0L9I%xeOZT!o3OntTu@W@?axY>O7f7qG-!EN5&m~G zBpQStALcLoUqGmK;s27QVS|Wf@)$nHuwa0!MWjXezX8CyFZ_ND!zle^;kS~{DE#qX zG5eo{?a7j_4Q?hq@J?sqWz_>0-V7-on4jYnhU)byJE!Osqfp)$s?H(qPk$A?EtBhg0BC}R0# z=qK*#g*U@i$Djstt6i>E{f1$?uD;!VZwSkkz)0nW5yWV58`K1Dx4e;JyXe)SO7Qk( zx!o?+2Ku0`Fjn@hw(1@z$yRx&iXAEHVZoam0i}`tzOnj9c}p4Uu9R!b8r9;k^)x7! zLPb=KCaY@NKbw`Di$+jX>)#k(8dNJjOsrbxM-HV!h7(0dq|J<##Wtm(^R{C z+y|UVxh{nEa+{8M04%$5UdrTj{3S1^BSkMn!K2TmO|1}nu`x?4<6i9d@a&B47CgE> zU#SpfSFS<8Cp)C6^`zj@-Po(BA=ei?y2l+WnQZx8&|Yq~{C)tI-Im7{JQ7CTug5w` zaOO4|-&l!i2)8>U#0McH5E-!766jL!=uv{NMB#gzp%;?(RRo+x@(w>ArXKc^Ms$ln zk`IXe_&@oMUGU8h7|~PAF9hEp`f}l$6edVi(V$t(lsi%Y7F9H89=yyac~sGueIM{2 ztD><7{$f=$*sooxipFzW?0B5P$niLZr5K|0V6Hq46Khs1W9ejPKfh{*@_IL`WSpYu z9q!bH^Ph%?#~Uz{AB4ZkZHNWnkx=Z{AZ$y3KuNu}`fMmjolE(P!;rwPOOWZyUmUD9 z*LijC%3rVoXRU$YAC=&u(t}*=VxdYeszP-y5S6(?9ecPf$Dr@B6tmEvy0RR*U@T@a z;KqN!@YSjnd2C2O!yQ{Lg)2@0@NOQCWy9_IhcM;a)9O1eJ`Bf=;<*;Sc@0GG;6s-xx z-b{9jVC?lN`sTW2RNX1cyX@jG#mZ?qV1}Kd@meD8YBft`vJTh_K9M*_&(9k;xGI&*eAMJwXnK0CLN-lzroPk=7nr-gtNh&(Np3i_yQR*kYH+dZ2o|BBQxT~ zg#7ymm`%t9_ksJ+)g7D5&>N!}72;@#Rs-e%P_WpyfwuFbsWZmB2~GWJ;0CNuy zGJPA_rKwM%`ZiL8%@F*(nNj-5D}7e-8CUw^zd97dS2kuR>edENF=H)HA}NkW0R$E19N85Rj*{2FhJHK)1s@k0Dp{@M= zn1qV*J`E=-9u-L~xoQ}WQilrt5P5426o-Zf0_ij7n_MkZc8}m2x~6??kBNI_p2WR1 z7vk<`!mfHYWI}p#rxeNE8dAhFaW3{-ku*`^RNaWT<10OMBkqIta&sdd0$|xiGtQ0B z2<8m1UsMWuDVdMRWHm_US9(m_FXc(wZ{D>#R~k*{h_9_d z+BP~wA_(CHtCN`OU2HTU9~*u^LSkPDou?)wcf&MdOL^-!W_!c#4{sd+f#*$cJ0#7+ zGAGNn#{6f<%Z8QD=7cv^Y&Xk0;6bt7H&SX1H_JnKkSt6OgSkdjhvO~<}&`JCu=E70+H;@z3$`cbO z(x$0hHX>72pES268)2PK7aq!!vJFbvgr^J3q>W3Ovl3R`nQW!2)_TT&q1%}p|JB=e z34KkptZh)4%<56jT$kCb&KbcYOz}u$vrU@C-U*)bK$L%v;N|V^LaJ4giuJjV;l*!Q zQ&SJ0n+#AUg4~-IK~nTWq>TSMZM0V;9^x`l#>B(#@PKi5Q^vn-QA2ms>FB82}dXYr1az{C!}* zCOC5&jn6$I_4gOf2=PG(2}B0$wFJ7Pj353svkuK9d50q4ERwe`uDMwzQQR&V-y)K9 zT)v|e9I^rcr(!a}A&974I3$I!5y{~+VS=tdrvNOH!)Y>%%n^Achi^pUvgGhh_=_cn zvtPSZa`=FnY%~a2aD&Z}F@2Ia&lb0Q*3D$`vn;(eChanRa`lUbtHoB!TY_abs-+!E z*5r~lz70w5y6}-cZM>;A*LnTUlQtf3&ZNk#mea=%FjJ7a{I(Z~lD$F2NtnH7FeO>i z$u%UXyb8O(l0|f9BOY7Gz?%O)lVnVEXcp5G)~9S{t;unElRL&-Qp(=|;N6UqB~|qf z25c%*${+47wjSyMw)Qosz)<33K8pQ-v6k^IBA;LDF8&_LAAc^6hhSYpVsyN|n4-k! zn*eb%K(LBueR+E2fZ(oascu#%5?D!Rp@_^;g3uWj%YW9gE9y~LSlz9ARs z4@WW($&bhRNstL0?!9(Nzh=3+EFWQe-D~;z+NM10zTgE+if9+hHJ;W`u8ow3A;rNj zn;G;+%FOP^)NGcz?Wbmkz~HRCa<$lm+zTkJ#}Xxam6?4tvTo>QP-WsGc|H+^3cH*W zkumgcUV$bk;X_laiVAbc%)SHRMwOT@Gy6_UOc)@$s zpPjZlt7IO5q_IopQ9Y*KVbES~lDRw=>ZOoOB{SP9n9Ns_rwj34=%x$tU){gf+a)|- z5-hR}E7PoHhqJOU%vw_PLL@UCmbMpSp&WxQ85hduF%XsRCNnkN^@-M1_Q@ckPIUzA z5_KAa2vua4ZzoJM3N&IK$xOFkuc8_@Y=!Xmt?pRKLAfghV38t4 zm&0T}%OgeVPe@#rBK0)>VkuJW*DjSJwST(_$4Kb2q2}_Ene2^jCO+-U`%oXM^m{y; zq=uWxa>-$u{|=yyYlt9y4%2hg<~ld`E{CZByYuR>)4nypP&yd=&HuDyF3sXZCO(IM zk7%?*)$xUk<_2|?B_BzH&dMR!1-5#k%SW0ob5W26q86~60j~y6m0FGDA)9HjI|Lag zxFf?Q)o3Mvck@p~zJ{;vA4eyJc`C~oFeTL}kBqCAbr%imdVq#mOyL-rL3+&C!M{fs zqSReX6!XV~i;WfBWyl7Km)5+qftE;R5(9nLT2A$!sF-*d;E)DoeNhpKL7HKNI!?jY zY=Dco8}TsU&O9NBPBj)!hm0PM?|JL$>*Ux zH_J^`63ImQCIEAflQ1UjCTTs**tY7{$le~_NzPdR2dtE z%EhRvXR*2DWT`@s6WlIVUJ5U5nyj3~{^3k8dNJq70^Ac;jiYEi-eYXLn;VOEc5l_k zo5N5E8$omygRQG!<}H*e!P(N*W~tShymGS8nbn447^;(JPV4jq@03R1&vBnapNpUG zIXvEMmTK)mAL!Yg=LC1EWhl3OcIEvu;I#!K_2F?iQnEF$1q!6V8IU8Bo!wtvtd5sj zlXpz=XmV%w`gprB-iB|E1<+@A=4>t1@W{-1a}xf5QzT1J{duebf6V2r4MG!_z@L5o zpX1Fc{520IfP+KD;Y;vo3mhNlUUOoyvv5nj-mcZ#rO3lGr+4N-Zc!Vma1QQ(RHCs- zxU**qsmdgRlWd7ICEBKL1{-BPz9%3jJJY^vpTazN<-sY0nVP=i_IDw5DITJOT{s`GlzL1 zIGD+sE1v-%qjz@>D%Su@gHRVF4s;%lMy)Y%fyeXwHwU+rt1uXl-!DSHZ|=-(7PkZ95f+Hd z^vYM@?n|frTN995w_|X$ymhn+{{!)7R_nE`la+sg z_iwIz2|xWZetPimXc59)fIiNCfDjbZ!LefVlJUmmEtSv0Tekq->%-;R7Qmh_6P3^5 z{mO?B(1-Ez5%%{-;d*oB^Z0x8(zC~hI(u-&2R;OxW0D_`ygdjtj<%LSkTy+r7PQ8P z0D)~#2B2?7N?TCZbQY4kwc;4y5^e*uEx{j!&c3bTa${lu>oJX$FDnf|`6KoNz!oa+ z-U~YQTfFR;KW$p6Gr!o}QQo#{Z38@t1Q7b^46n)Ko2dic6>4PI`;%WLp* z4_@AgmpyjCWfok#O-m-Z`xn~i(ASA~v9UEkH z{&p4i>n6OMHXAPM@bUm&9>U8X@$y%^oV*8IPRGlwc)1NP-^I%h@WM!Q8IF#T<|h2b zNOK4N`WRk5gO?*0!DT64{tsS$ikJHr!{yz0*|-l}hVb%VczGHxH|`6U4qle-2bTf7 z+;sq4-i(*hfpDqd<=BJZaw1;l9SoO+c=;nm)GLu+jw~#FNYom zmm~2~!Al)4AHvJW@iOgjxXi-KnRqz|FaL;_H{s=*N5bX1c)9*4xZI4FUp*HtPvPab zC2)B@UarE+^?3OTUcP~sQwnf-30_{h6fWoB<=ms;av@$e90Qllcp2)4%T~Os9DvL7 z@NxxSuEonEc=2rs`n87@!Z<<8ULayMR{SO=G%<7ND8xLk&p^UsCLEAevm%i;1Wy!?Ix zT%N|u&xhgi8@zn43YQ<^o$Txh8@a&h zgE?sxw=(^lZ!jfNgXURe({o3xA)#f_)P9gISLV-+1Q|ev#bbfh*0@Hc7X+hbSuKI*{MV!uxy&; zXy|9~R9%jaKIF^Mc!yBpKiw(evK;+e0PhxS6AOm^3`;CW|B?YymZN8Y#xmm|`jF!Q z?+_f!ewVv9@E;%Ade;aL%WNH1ABl5Y0do!NqtF=89V5f zKj{a&q`MJ8|^elRFmR@IypdVPw% zWj`yFcUfL#qRUFu1$Q??`{>=_fK)2m&6ht2UgeCZJ|?VpPYOgju-;wiSnq)py>ehZ zzgIHr&0-S|ia!4y!P!Ss^e#K|@lJP_`4&d!SA5PDphIQ6dF18bJ5Df*V3;dqyO$Z&kZ9xzf2!wm)RX&7#Z8nWFV=&EDB z8-RyNuB&-noT66_4CnVM9m5@-qHoz5j(54c49Aw9VMW`IC?Lcy-LSquSn6i>`cbH+#@E7(`X?xN!l!OpD2PX4-m5#|eDf*V3$#|D@WwLa@4B7JWk<7fa<&TuI<%0@{ z$C0)0&mdcV-(XO5IYg5^ABh_C;NBMyYPgaJ-bC^Wn#Y~$FI;*>50S}EOoR1UT#5-7 z={(GvgBKuh3kg@!N=GUPL@#|dg_OMnf<}-kqe;H3hy}V`WQ~Ip@lyl~Kty@9wXoJg zq0u5Q(8ltdX{ z8(ZbAV@3G4T^zsC+W@yKS9&$}ls{sB;fw5r<=(N>1Ir4GBZ-sjM=+GukYTMzt0FqH zVNDlv$tGC>LT7h=j67uB&8ilMAm{XKxK-cYEMiXIgBZPk4_tihwFvOSlZXWl{qkiB z4khNf@Tlq2rfr9_3`^cB2sDna+DuTk84Kk?hAroz;Ane)i5_;U2gex(AD1`xF_qA2 zlxx8~j{VJS#oupZ!)A{imk3F*RSyzEAcYQ6T>VoM`_^soHgBd;&&~XUYOC&TEpIE; z@XWye4r#!4Io&O9;vUP#ISv~Ny`nBya&EcV2(wx^dV&^hmh9){K|v*ytccy5G&Y4c8F z+LJJnG_c({dr|NQ_F{Cim=w~6oyHZ=YJ)VS=^H4}WxW{9p)p#7cF8)<$G{1TBz$!i zsv3w&rgi1zq;@K!_-QtFH%w%-o{4WBbbgwDMy%pvOida0Yx703*c*Bk0%m(d#RLlt z^uypy zW!g~tUWOC{WUV05zy;Y*`$+)izM+;y8X_BN;|h<7$;F=B8bt{!S8cS?mFKo-&T5VS z>WCzAKop@3W?DtajPae$B=mKuDD?h%1|qpySO(J~RV`?zQQiidJ^(n>hOs;~g14uj zZzjof;ah*uLLdB^51KK7q7U$)snuNc!Sn|c>4O>gn%iU}lRkKsA;kr+7JV=eI^Rou zFrVv#C}CxNV5O^3AH;uk0O|w108oF(3M#G7dyG4mXmz_X2el4JDws@@uWa>lQ2ws6*POt+#P-KOQ?Do*aQ-(Ip`FiK%OGKgQ z&H}(j#|Iyp6pW(i5+7nSf>5L0j#^@Vi=|h}-h8PwMkhRia(QFL>mR+;y3t0>Q zW+B&SQToaH%t}6^K8yd#?GPIqyi7vB&Y5VLh5i&)u`D>a24o)s9JTf)jRs(QeOM%m z9TJ0;728mS!lnt5CRg9*E*x4GR-B$UGlcS>s^awE!^FBET1to&Fc+aXDT-D35W-cjj(+_f^$@#5zrV-R@7W&H@0mR5H|IThNMH*3P2c1|KJGFv zb^StjvV@gQSUXE_P9hvuv$-PkZ5!N7w)}2qa%Z;XSJ35Kudp79ykH8+MSe(=oAtH+ zk}odW4%bUtwv?fS5L9Tw*e0y%vd!bH!VheqhtFFO@N91{m1=!~@6QuZ_~I>YhsJeh z%X~myv>~=pen^P32Dsd0p+mNzf7NT<0*X7yxTQSbT(w0a(OG zn8`W<6`e|3pomlzSgt*J3ww^$x*)ycx47IU2S@jkP#V-O6?F%Nv#<|$76@r&XTgcI zY2x17WXkH}-aE1pb`KydtDBaTvh6%6dmW|hEZ!4W(k734YX~b_AuCg8S1u0$`|x{=9fo#@ObnT^)@@|HKRFjTKs*#z_zqop=vNwNGPR<4g*E! zX3^mr4u@D|wCaS#7^z$6h$2=W6U2YSU2e5{Q!z*nGsGJvs`xOmL7I;SiHYQ@&4@^| z75W;2jas3Z_&&8jk6M~G7>cL`a#mDdVR$e=)}qp4g1!g9A|@!MqT*QbDW)?#`*Xt+ zC7~R*vQp3(w~GI2butNg@|t@#JbBHV6)7RSZEG!)QhA>5RUE3ssR?;0|LNBcDb1+lMS_McN}t#7cTbkiN%z&7$oh1&TtM34o0rE8YsGbCn4+BJQxyEJOGp<-sPWH>kYt@yCJ zX68<8A%U5BgQX`1Ymmjv+`+J70IWr<#f!ZUfc4bO9L&uOA+2m?oJgC-%zR9ytlrFg zA{$|y&CEygr0ka{WxH->G=!DSjFqlhGZX)X&dkJrwZd6z5-VeCAd{83%$Wl+TbUEX z@&$1gCh2q~+>@TLAi`hW#Z0T_6#MZfhE0S0z=z$nAA3HO%zn(r_tNJjx=vG`1I@XW z2ejCa0{~c0?Z=_qeh|{i_QQ#^Y3#?bGG+Dl-h?eAm}J~y>4{-3kY$o_1H*~|uokfvBXI`+>#31Aj2j6;THi?A zIb#}ZkB9&8&=$7m!->Xeti`)!66>wSd$Lj3*;>3SPZEEGlDO;ELPKHMT3G3-wHEPT z=&VKjS9=H6g6c-1-)vAa8H=hjnGI8l6ur209w;{^WUouR<3OCTh19j%cfPSFi0oVJAuKGk2FoA-4?u0GGJjVgufTzYw0IB&f0A+ zXfL-}&cOgIV!*nt-Hzl!Gne4ZZ8Sdjusz;P0{3u6hz~+YATnUDC2%%B^0^i42;z=f zc$e_lX#`)HtBDB7TZ@3RNZxwBrL8qyWoyF4Mx#1`$&HYJVkz_l#dz=qo}3chC?2jA zb8O@eonZBXe6cDx^4#nkiG<08BU2bRaqcdymO%L~1z>URE-m&Zb6_6l?p}q&W#{f* zjlbBryX+U9yL)rxE_Qt*TyLq|&8}}^*L&FY&3N^-#5GvJO6Yf{a@bKtC^liayz2O~ppY>_+52hO+Vvxad=-m11z8!}pm)X^>xe zD|TTmymF@QV4+i?Oh`Y^#81t*0aChf9MH$z@#k_J(1!uMo8P1$|M3v{A7H?gzlG0Mg0}11GEv&gzb%o4NLUN*IJxUnU);fi%Nx+O~8OlB)701kC2hej$1V zC2}G9LRg5NSAxCL+gL4*4UH5B%d`Z2IPYU-Gx=wH;G96;hVD&Cae09kzqq`D7nxOV z=S9-Bh0c=}77vSqM+$S3vb?;qJjT9*+X3$33GB^e#o@S4iB@u2NQUcS1x^COWQ)`?L>4O-E+2)eqQQ#ocL4?p53u_F{B%SnVt1 zc)CT_X>1D=X`#w#PN>3YBS-dPgbOv2OO(HDs0LrkRr&kXtraCVHPx+8$rtTnx$-0g zj4nzfHjIkne^_(e?iO*vL@p|HmmVOvUpGi-A zmLbIe*;P+G2Ecl$C;Te-QNqf4!b(@8o{0bInDapbl1c^PZyW4P`r;kVq|B@@mi4qu z^t0}=q2*vjGd#mEXV_GL4-;#K#6?9HJuImMwW#Rc_(~Y!qppiVU^A(L1<;<`3Y*1c zI23?oR|Wc_l)_Q)%ic%nCo2Fe`HTu6{wudK(KdLQg#ORH7y6x|O!PVK!jViDoW-QT zpbPM!NhB37!J$m_2*Qmz2f8xRTP%%tLmvz=Oc)?*k!jHf4FHy1ADGHS3ylyIj%R)M zsVHwab)sTojeawdCrU$AqrVzo>7hoykzpYx3QhvB>=caC=sNnzWum)7zX#*#_ud}U z?}0q&_tB}MpS;t{NJGR|5ds&(Kfi5Z23B8a%XnncbVdNPq~Yp)~b@ zR=R4fOZ*o)>k|J}*5Y`!7BbnHUpNbQW;?U16vx}*E{(~|%n%bhgPFmHCgq-wnYj#G zh)zxnX66b@PYm;jXw1pg%{o0)s^r0fHfvRyYb8p6tE#!6SMnTh{GXJ+ER%2*uF)<7mJGw93#1}l@I7ow8I zIcejgVjn%`XJp*9{2~Uzp^`H{v2$ zv!vZeudW_zGmoR2>iaC4>bu(%!T0~m7vC)Hl`Z%`lU8B`uOi8E;nfsECwAD=j4iry zl>)HXVNbK(W!}tVhy9Wd0nf7?_67XKcG$CD|BH9nUouiIZXF!1k5^%vz#s^2y-|SU z#WWl1`GLTL&3c>dC0KoSy;kbSgIWez<-I|ysN~<2k9t{s2Am{Z>e8nBHAqX>=*cHB zCGS&kNx1L(A$*?+@+!5t&YPxk(|weH1JOS?H7&dD7wX=QP9$_M5Ow)76&c~C8-wRx zsHER>ufcugEbIc?PoUd#|B5d0a*)ld*@q7;22Yg@=rf`ZnJ3Ba5S$LXFtDf{s0=5l$mq`@yR`#H2nZ`r`{J5azHY_%jS)&U?`R zHASx+$msVf-Im}Vr|4VuEy29YE-tgXB3`6%&jMyr`A$BgmCR4&hlJ<;oC1RmJon$} zcy9L(J9~x|2cGkLm5%2Yr|4UDp5tBaF3;_w_x{anr=G<~7*BmnSZ`ShL^`nEQUH$| zP~gpGVHJe+pa$t0i67PzRS+~|2q$C)WaUu>0ei-)AZ$n0!asv5 z2#cd*@dFH+A_$Rb9G_>Oh#Ay+@xyb&06bhuc({DLd{L`{QAzsIW~z`yO{ z_?6yiR&Y)?)M)iMrtnd#QLeQ>hPP~isxyUPTYRg$b*$)Z ztd%Zh+_`yasB#Nj=W1(5JZKTi+-paC(9&269Uw|6;3$GU%_(a~I3Xfw?T9b;V!-Cw z5l&-ruO0FIUW{%xIi1~UPywMfh_l>zw!sEEx%f>lhH_Y}@}Zq_8tI}y4+z^Pjd^ZF zr_qM~){D^}#YP{eMrp^a7F!fqCcSq7R{Ed{}2(dBY|cILH~ei;17XxgoF zcIK4~DF(<|38XP4QXS@202ax+O_-g@f}~0hjnFVdV{DR=V;6=MpU~{fMA2Zr0v%_fk^qwlC5uc9uFb;>?*!)@YG| zNM7`&w?!--%a@2k(S4N`Ht3&Bn(YaO1p{QQ zG*~p-?*LeK&8FY-EcDqTuFs z(uIY6YzSR&AOJQxJ@_!OE^sJfaU8;pY6D#nixVu38-|=oAFO1UFhF+I2PXlr?E1h| z#6oCAWsSo=R(0ajjp4g9QErC{VtEE-<3V4 z-$b7DyJ@QEC-48Vl8?L0OX-v#{tMmyulTRh6|u0v&1B2>b0&9YTRtS`LVAVu{?gV( zwUJ`8S)ACk)LXX9TkDP2%I#uv!e1bR3h1rjW*Lq?;AeZ97sP^Cn_AdX&9o#oP<>1S zWS?{wMy=6OJb;ffGVpaWWj25h6MF!u%36FATZsAshW*C>X6cE+Xh+=v*ZsziF{~H> zYY}Ui9sCf0MZAGzWi8~eM|@ce;TG)6-2y^d*)4D)ZJLPIf6J8BN3{Nwjj+xUt>5QK z*=ZjmlP^KUJ-`re zm?`1I#0F{ps>Z~s;cBtfTD2JwDbkgs%$~~U5p2{7&BXU;)n^$V z43M>`w9Jhj17Hyolu}V~toRgr1QU>0285Uq9mEY!l!WrqiIsxJrIYxtRwt8?C$G6@ z!;{y%S&OaHzpE_uNu@ zya|eKqEQOsKU__aCxnvoK5o_*E~4d=LFE7RAz+vMA1ODzv*%gmTB+Dv-+;+QyDl>N z|3ykVToqAbSG9)AjfsI)qu6Yf2B7dqvAT6&kWEmwK%Vyi1!-1yM`Gur>Q3$q!Qpe= zahOT*9S-feRXeaKz7+s0yW(5sg!oB|hCGyu;2{L3Zlm>~i#kOIIwQ;nA> zR?i}=7~Um3_zHqAni!Tzj?YKHS>*U-YdtD<;D|w*UU{rhEscQ})?$tsj~`%|0o^p* zUdJ|ioXTtXgeUuk-Wu0yIm0Fx9nBY`f*VVWl~NEza3c~W7j8^pCPmdOy1j_zer72G5!d(<6eE(NZ>0^r@8AWL19 zFEL*GkpWFpY-%y}OwBOAj!Sp}^JNpK#XNE>&t4 z0Qhc;LvIUQElYtgmx?b8VeS=QQuNBD;tTJUT=8WlR^bekHh1*-EuwMPrRZA@^8)m}aZYKsOV{F%0>_M#a<=zRQt?0pHCTt&5T z5|RKD!Y(^_0f9-Fg#ao831>}NG9VpiuT^^)-=?I?_GAE?w zDhM3}V{R3K49e2Q=TEf=YZq!tX^?=o06% z2B3va*pOSr(0yV~IdZEQz!x^V#Vje26xNIMjy;DIuH7Y+ok+$)!Qh_r_K~ur#QTMz zlftIAr$*lCP^{+blx3wIbLKf_Oj%a4&tBv2n$!k6XOPTpm~w(lA2iDBq@392<9hba z!FlnK^PUKpO+9wTQE|31<-`m4PGmCc1i3969BU=rz34nE8K)6$GlqMU`n|_z7mLt1 zDsu$@4h>HtCIcI_T1q~o&vQTWbnHOfwN~GcJku}^4LdoVzMsmFqJgZGOuFDDsVL3^ zU^!0TQIKs?QQ-5;0pE$ct0H0L`$tB)^6gGVDvI>C4qpcjVOFUi3lkIUyc&|_Zs@Tl zWw5rnDY`0jI0G?Pb2nTIqtnT#4F?C)jy1zIeAL3~E zd%K}y&2*hq!L1An8pyV);B5fRT@`2|eIo@Bbjm0ATL=K%2WE(g;B|7eYlj7RHK-nKk-O_ewNOYV=+3k!Ta0E`>FCcB0@? z=+Ew8(Llj{0hl`l(=@t@esb=H*3j>$boxEJ&GcJQB>i46TlAAdmW2Ih) zmeSwKm%G6P*U6TD$y(t$+wv!I?uMqlFe;5!!ULFKQm63%uu-SN6RUw-A+pzD527!i z$=&cO!$>k16WiPk*D|bV04ot|uq879Ot2*xb2mu)1Q~KSL~cQl5{Qsib_=XXn`aB? zT{30WTR{KqMp)~}vv(9p*$-37W{o_PNV^oy(;)IC$R48zurLu;wl_w)D(y}B8!CH~ z{#IeR8%$j}nV@lNUeK7J9HWRM);jYV!Z@Y?ch4PT3U+58S{$+V4|`!(D%*ez@$tc5 z5wOkifqb$q2Z@C?N!|=^Ma0^!pO9>zJQ%X0x;sAI#%0yc&|hK8ssjL+UDncj_piuZ;h}3L@dw9&h3`xC^ju*eP%48UkMMMOz@RyX`fAw zPe8yfa(q#ah_&R=UVJ;RBdqP!h>rWXuiVOx2(HgB7S}PKzQ~3qi)m?2%y;e)b^%Z|Bh%q8{GQ zfVCw2?5nLs!x!6t1}VNwW(KL5u|x11VTfP0785@$9uqcJHs&r(7)-jf799rT>B3+_ z1s4aw{1+gPZuJGudmIF#7=NVPG>9r92nI*SgJAahBz(hvhCwhphx5>fzzFJ)FNt1* z;39JfH_5Vx!1Tr;Fwk)~nsO+}S#4l#&h+BO)^8KpIRNJ#4cmET!n|c%kIZS?%qg}n znL1ER-s3o6HM&-W9{T8%w1)}SyGhr@VcqXSz|2Z-qnV@}esbV?DEG=s51-Bdl)}Qo zn=4zqQlB51a=wns@I0R?@Beu)pjinPi7^obi=>kKa1tzXc2K+*V$dLY%ckxPrLjpU zqsvpoMr&JBK*reyA}8+bhj9pJ%W(*2(;L+18Gvd$LDNn`9C(4F4e!71$4iH5rcOB7 zG)ax}HjO9J9|9+Dui@m`xzXJymH_dV>;wX4TRE|9L5j5UM)x7W&dKZClF}2HJx}q# z8;eC)d@u7=0>>uqVqv4st|d-l^BmXx2X-JX;MB);Z!wHRBd<=Edfvp4qJgZGJnEg1 z8{7X4!0dOQnLA~1V>{N=LF|S|SoyMtk*<7&pt!M}{?_hzV>`k4MAeyqvSOt8CPn*#_p#rc`*K0xrWWLDvM}#WMeexpT zpA8*rrt2j0zh_v`K(>|ne*rLenO9%rizR(2x9KANWJx!YPb=x^Z`obVHoz z+rc#W0BZr5yFSoe&5kuf5UoY1DBr=dqGD!^K8oZKX_(aLew!&c4E+^G!6pE6r(l{! zSJ6+tn%x@uO(Sv4^t%xsvD@WxlE7CLNxxfXi+=J|IV1U)MV4)N`WvdNa_Mj7yP9o+ z>txH9S(961%X5q(z880OUXLQaM}vD1j`tJB8Hg6&i~EkfJS+X+fDG{_%(oD*%_fYz zXDnYu3l&p4?#2B92QMl@c`#%-`zL!GI_bpUL4SqWw0{CHcbn#VFD~|8cIE4tUlE+z z%{Jggwgbwx1%7UgumD6X&&ba0mgndO9AU-iSHgpbeA?PBXOrWD5U`6JpP1ubTw?o( zV4x6)1bfdZ7JD)09R+}MF>lOyNPt2(FNaBtZ@TRZ#z^P)o3iH!9CD{}edZy<{ekzo5NGXg`CupT+)g zRWy1j*NZcECFtPag}H;!Pk^&!rqkaW{+>C{--rE~3{>Hv zFc^Pd_-T#5AN#y}8~EXw@HI$%eGvQgNO)|Ge=z(0EcST_`#h9=9tNL&Cw?r0k2B}{ z%lV(f;m;bsi+y&p&mL@8;NK6OoVm#F#eXgGk6=wJ*yoY(d7b}BXdk`JKMMZgAB`W+ z#*gRV$8)3Kj=^uo;>Sw-cpiQ{h%dg>e?EL)GrHFre-(TgJ<)$ZPU-{raU8bzFJPa? zv(MG+^91&JBKtgveVz=T9D%2>f1ir~J`F!U1AwmcPlvBC)z85{&Y1UuKQHn>2H)2B zAHiNeiXUg-vuEPRCs@nJ@yC1d<1Bo2yU}-D@1Kp$Yw+VCXt>UQ0GmIHALqc2*ZZG> zuh;u)@%j1wr`bO~h^_bF$A{RzKMbGO`S;=X(aYDs2G0xO={5ej@CnSg4*qPJ@z3Xf zF64g(_@5#Er-I@$3?B`DIR54OhJO+e9p1$z{|(U6@SD7S1OKxL{y-O3@IP1bKQG~b zuHt{L;eTEZe_#Tyz(4c+YvGT79eiwoquX<5{Au_KaBk#(Zh}8+{G0hdUdR3sElgo{ zSK-VLgOLfT*@41=SJ$Iy==6`GEz?Vw`1XvHn&k#Pz$Y!lp1c+@!3Hyp-_U$U7jZQE zR3>YTLdC`ZHA%qJ&oSTK9I6dAdP@_PUSS?R^+t0hQW=Ts8qYeVTpx$Rtd&9U^2t)Q zIXR9AWT849Paw-s5uIi7%M96GAxL_2axN}NiVnP|C(Q`yY1TINGOUbM26`u^nxnPq zQ9UbG^foHZa`!}O@UqfKxxvxZ%jVkK2i2e|&Az@KsChQHX%KiEZ$SC79k83g6T#z=oFup?ae?s(PdR=3lMpxzoRvwp_T& z{CV?A6BA=oeOOATZ;+SK=__xjjZI>q-p&o>!7jYG0r>|j<7IL;y33Qx)33sW++E&s z_C{Z6Y+|(32Zer1!S8Za##N`3#v1T^ZE$dMf-zd7FML+~Z6J7`6Cr*k{CC(c4+ls% zRNfSWtPfP0rLn$xjdOL-9KJnRo0wX)u0B~d-1*)?puQvyw283&efDhca@+e8$?m4_ zoD~7-5t*vT#Al%>f!N$fS#)|o^Lyf&-TWw_$(NHzN>fFhe*RnG3Yz#|!XYpxPIW8% zk556#3yrPf;yYj?Z1o?LIAj~Kk?p0jUkJT_YEN&Qi|;=K@OGYfd^LIUmU;8$&%^)x zH83;(5&U4g7~f}56F1<=MgIgcKv_qa;>f^X2r~ZFT4emg1sNG}un^5rG*1}`w3T6j z|3uKR=Y4=^OP|f6md0)XJ~vNfMMD*go*oUPm7{_EM9|RNS~MKq1~f>~4l+AP%?uH$ zV2D#&i-{B4fQj~2qv>lc!Y*bAv#v%no?}!N)o6lI<*P=sImg)CtI_Zw%llNOm4{%S zGO8knDo`^ykYYiwn;09}titVQzZ)1?dBqdz<<5l1vLk&ue2_1!Q%{g4d1m1(UD}lrR3r8 zInH%b8$sV5_qWtT-xa{aj>EB1rTF=)=m_E8WK_?}F)9m|3q~cgT()X=N9GutJHzoI zw~^uard>#;6o!izNX+vm3^zbYdu9&wS?IV^^D*3ubBxM@;et`+W4MtVV{>OXKIGOi z+>YV?a+-GAK6)@@NUqt0---UXDhJ9enC!}YOm<_AQCToqFsgh^c6*Moxic9ba+{be zO`}E3Bxy6@cfw>J%z-isCc8TyliiNU3$9w5kE;f9jLL$mf>9;73NKVh7-K&Xj7{Vin>$zWAs5P3`G9G1 zQ>EV-C^|RQfl_WNeicf*#1SW_`YIgq#-WdR^)9$J8YibxOdz^rp}|zfb%5z2N$0XK7y2s}!h6T#hj2lIpT~a;fky|%pxU$N zsXA^o-m+qssJ!TQl{YZumAp=NA*npH%tK7qs--dSM1Bv;3lqXhca2)fVTRA#uTcjXf#S1T#vdyIESAx^`6JYdqp3ON_AX3pqNB?~YnB5r) za#SUTE$66eiY3z5mp4tUA1e(<{iNm7tfzW*4rXKW`pMrbTGb?+ul!HMp1TVcB#(rbtUb z4wmprW>`_Z(%-SM(j4^~6P0TC8>e)CSNQLXf^1!^+BC-sKRxK|=dX=5YTig?L%GVTT35YF6O(35HXuhB40B?vGzj@*hQnSj z>hBoFbbc`5CfrhP;4}CS$i3!qOtF8#3>%<9hlk5`uQM!m&6wI-UoBtG__lvpq)AQL z$G&P1-$eGYX9RswI#DgLlr+*U=kFLg%b_dctYkO~Tz)JB_RU!i-U<<68n(1@@V{=y zg!Sd%t>$E34*p;5nB4+7JAl=sLPA|6=gYf@a^@}%i0+QF6;pF2FN5wGln))0)l6NA zz#rU>*&o8P1*WM{3k*CAPOuREGQDe31yj{zylwLAVsY^QU~t?ZBNap4)WvX+(I!}+ zVl7x<5fxe4{?uY8t!Dcp?QNRF)c4ZaL&^&~bJrlYm$b_lw*xT?z(f;Y+9dFrRir7h zO65!MpjiUUPL|A##iBV*(9lG{(#jU4u$5UdkA}PX$t;--h`=d((A4C4ng_tOtCy+` z@bkvYLxPW%NSc}9s{dA8ENqPT2B@)2WX#KxH1loP!QtS{LC6?i zdWJ>Zh`8Kk7>CB4bV^O}7KRiJWTha|T_ch-^L+r!J~ai~>9I(f886C$)Dt3M4fw0J-3G2e7T2MNH-bE&T z0C1=cOV+&jA&gBYnKpbIOgh#F-{+HNOpwqA*r@BZ5Pk3jc95ThRQ&_Grq(y*NQ5CC%*b#?aGSkQyIvLgLtK{t|5 zE9mKO+2sQ_!E+M&o2-fEEcA0CANbGgg+s~030?3bhERA|gnn|6;1HeX|3QsKl_g#r8^h(Xr%Kn!$r{I>(NKc4ey)W=@*n{W`Y!|*m zh2o8dkz_C?+fGb%gDub2g z%=N5&W2s(+TV}t+MZSF2v6F<-@D{6TM_@nh77)_PZh;kP^BiN{D^pfo`|Xo%gxwAZ zJ2+NqG_q3mV?|Q-bCj}+_(*I?yA*a2CZ>AAQ@%h%GZI#|H%7WD?M?a{DtnXu)=CF0 zN_3y8D<>255^G*?HbGa?dy;ws1kcqgoA7qzV68kn3|ay*gu-pm8eX6D@SY^>LzOY> zG}y0(2iZ3_mdn+SaQn$)w?X+WNwivcFVtY1N_w?nB$~yHxaDSRjIL)`(EwH=*04%?0|0BQF*=YNBSKo) z7+H}vk1=|WOj)%ty4#Jg*2d`FMN;--l(H>1Mhe2p#>hxlr7=o>LuHK8-&$d>Hi^nJ z_26V@CahV&d2w`}XlLN0J=_YSn{ycuhP4Q6&5V>;f|wa8dD!plrBSI36KkGdF`R46 z3^umb%q;v|HZ!vrpKITmX909q*qUc&0M=GBb1*kEgtW4mu_A3AGt((kR&8dMyAjsf z%p6)IWsjzmZMm6I5LPxbM!G7^O!^xtGn4+-5!PChSQ%3XPFCjU?YA-;_9P`p;EnGnu@+$!jFmY_FK5f2~U7vTMlZ`Sgm$+NsOe0kNz=2s*1e~XERP^ zCafCcgpE3rP|O-=3-*v<4fImONHj|omo?C4h7}E9C1MS0pz8rxTaD8p+&B@^%Erlx zv=-NZ-YgSTbq(l0-Kc48k?t&#obRUO%xRI*uK^jU7*n`0kdVYYzQhAE-PFFsgKehV z{Y6sl%Y{%b`@x=yg7QTmD>=+V*q>)3>@V9)*q;_j*gwxD!WJ%?OFu8!NVRD0gpcK4 zzga8QCD31C3%I=jm|!DwDpfbpyhOU>WfV=NpP&AQ%Fj=KtJ}^eC7z=Rx|5SXU@gJU zTS=1|CtuuED#XdpxYeX{-lbh9{bPhuYwQJB>53*cpw3{Ds`2r$QKvQ%o<*+PU<24g z1|NUOFcOU`?&9P3GpuL;D-mn(@v8t#&|j^;4R#neGlaCVk8ed<3m^YlnV>2k|2j8n zTAQPn7fH_7QgY@rN9jJkk%}>e3-a;bA=6FmNW81fl)I})%H2~4<+3{xDhkRzzLgy2 z@$nzdM%XX4nXq3dlCa;NON1?4H2;u|f`4i=1%Fp01^+n*C@A~*M$uII_~~z`eEjsc zx>9_6>XH)2(FEMd#Xr@W{H`wkh1Wp>Rm{`wbq>^OV=Qjtg3&UBXFv+k8r+(N7WhY) zd}^Q!cV;ni1MbW=@kT7{de^L3%69pNbvUAYE<+lRF2$11!wM3n3-V+T`FUq`eY4 zW##2my^fcr-~_ueHWqZO?YGMtm~1LLMi8T=4P}@oBus_q2d}oFT;Eu)G@IpWPsiyj z8EXmi@lDhkjmp3nBj z2MuJ~CCrNen6QM&>GN`|1Qb(6J1pb2QzW4r?{1_ZQ_3n8oBq}@c{K^8vaus6Bg*vB z{{Bc0^~c=BW+4=Y zKOOB)gogJa2%;1aF`Z|z{Qq!Nq9KoZAz1mMJyx7-`TszFg&n6n0>IpDdG=k9Be~E# zNN{F1n?Q(Jf?p=>#$2)^0M5l|F_$2+3gMC*s(vg|^|Z7I zO{|gw@JB&Ya-pPUk7TZxubp}4^a3cCHoaZAWY)xDkG{iSiNw8STljb$etUiN?G5nl zI{#Mo`ET%fy?-0~d?Wk3oqgVcpMm6F1^JN$d0=YbHCVL?Sve{`<*$W*305F7hyDrB zuw|yxKMDRqp5;^cA62=d>1`qKwvP3HE(v1pM{nflV*P1k(!W~MbEkhTZJ9oem#Z3X zRL1+T5LYMc8?bsQO{mf{F$#5gAQQz%x!DItnhm&u2!G(SJcds#?~3;>mW6Rro&I~J zE_N73=sm2=mn4?7iAdrL?Ip3(|2TB*-wPk=Obdw;I`6^f8Trmmb~k-yo@Iy1Z~69|KUpM>R|5|4_$L!y=7 zx<5Jjh>JC=_D=s{#N8LOE`Egw^oKnK-$x!52Ytrk|UWD`Teowghn-fEc#= zkC__TdXqg)aJIo7XTC-K#X5kuvlj{GegtO4nY+q>`7#a`!Co6=B?+BO84FS~!$a^J z!NiTN#l)-HfQfBD(`oTQ8aX%M;{*q9Yb_4`qYXG%A}D$-E|d>3oRAiRn@_YBHy>>S zZfMd}Sx{&z!v_C}py3;>MZ;IxfQCiP@N1bvYUT=qzd|tao7Q6D7j3}A{N)iAj+NH> zViRcKY4|sp{o?-zYFXpBX^gFJQ6hH%fN!}pLZWx_f^}qE#8@%@$OG3P%DIR!4vQBt9z~wQe}+Yjcaatos=CF3 z$IiXXGZ0>+*uaa=UblF+)vRuDsp<{Cs50*1Vo6#lDxV;FwVFdPR7-AggYS4$TXT0A z$nky|nKclGnt=?HFE35Hfl}03qBj*a%x{taLQbGvCes zbcoM&VwG5SWM3@<(V*C>2enYE*ay^I#pGZt77@?%OVyFFa%0&_s(I(u&~ zPyB~<_;2>;vJQAiEXj=a_F6XB7O(c@PfFYZ{+Xs}Gf`-4}p#;xAztJlyJo zD?+Gn;kFL1_soSKRYH&k5Xv7{J+ugL>!t&4H&x3}k{i<5;v<(&4!{K;Nvhk}FA>>0 zS}(Fe5yw=KedqdtGF-&kJi&3erNe{&R(OYcM@0W$zn=YwKdc|DH3Gq22LFVz=};rH zD*SSU@NlwKdR=@t?5=$2W_%AMe~SmO)|ab8(b%YzKB-173g$a!Uodyl2*BA8vn=XV!`hiQZ$g2$H{a}MM`}B z6M)%YEMV&(ixQu)MGmUth=i4I3mWOl_sYD-uX>$Fw<6NtvM=#zf~i?-D)BF_l-MEK zH?2t+fQUHlojiCNb|SiP+ai$q%p$ z^tTRJ2ixL7rVy3IA{NI4&dHWfSyS2BmbbT*?fzfXTTL7DlCaf#17NM|j*XdZb!IKU z0-=hQI;rK4GIXq&u9KbaWmwQawzbo%0GPX-PSf&1y$F$hvdkOFr*+!X-?A%ZYl7z_ z^m|wn%~|N@L@C>KX5IH3!ChER>)j*Xdhfw+uM@!PLKxS}>t<+pjcp>vJYI_ZO} z7$!83mB=*s?Kc82cYUDCZxj1{9^bboRFwU8D=KEz=x>v0nAGTZwV8r%DUyQkD};h+ z8eK&{*>7(R{XU;gzb~|zeh(E%zi-SI{bax0NIs?Cp8kf)Z%=2|GDN z`!hUfAlo`bhXXKohe(tBB=(06;{K3GLV1N`q@Z?%l>Syh$xnzI2o<^lAl~Wdx+iYlAoB!<>YiMv{q^wrz6KG;^Ze^&U@b=4ywni zOxnrMK>K0FKjI(5M($(uzoH@gpQCOKb6C{KnE+uy0S{v=*oH0HzU$ zNU1jZ!do&VxrK0{q@8&!{(&@#qNFIJX%-1Cc`cqub~pWoxsumHB99@v#WR%jq!-sU z&k%#r@#P%Y&!6c+fqj2_9D+8}#gSsBi)<_!VxcpU;K4b`g=dd0n%QKE$v>T8L1sZ7pujY6EU) z3I`b}w3T5)k>FvpwP+Y>0~(|Z4l*93W-cs>1P@oW786&t0TW^t2g?Kxx8|6=MfQN1 zHq5@b1P|}cfeecT5AR~guukysi5#P{AW<-?d6ZB{y|rZ^ukO@fDX zPihtuJnR4@qYM3Dl^Z8`P>jFj2_A4*Ji)`?@f-d#Oz^O$(w|nPc@W%HzU2QCSy8|V zPxdqq`>*C{9=uc8x{Tk=$0PxYgbyjt5(i}7SFF8y)7Bo_-Z&mpKg{)&5~s-jA$6lA zB~V1(qT3g5nyPT_Ris!_a3&^h;h6qBMY@Lq(5AmF!!>J{Sx->Z9RK$uR*=c-nToY z5-=nZkeV`N5m=FuJ78`PRTRBdvoCrSjK);h_<~KJ ztu0r;M6vjb1BAx_u=W}aHpZ5pZYCF!E8ykWLHaq|wT5wMH?<#ub#;)tdt$1a6*to4 z?hd@^_>ROi3@IAOO4p9M=OkCaO#saP9FDov7P$gqllu&=_eH|Wmurl4<=ZZbTmk8C z+2;x{!L(W6B~A`2)+7u-#JK{78HhQTE8x>GES*r=uxv2jSQXsM=ga7yNE?EUx?U5i zKnyZS$rbQ*gez(QRjz<<8amfZ+36hqs|*tw$hPwT0|4eO|GHcOvE1*;ovI(Qbtga)#$Iye%56`&3@xdLK!us2r+go<*^krfp)#~hs@(=ZuxbXJ=w zcv_JZJiibMs$-7K^pj(bT0_5TI{hZvOuw-r>379!(NB&!GLny(W7&YGzoCjbN`K2L zSAYqelPzCjO=V|W-rigR@39vfrFlu%>UT2CY2t&iF|)1CtmW@VsG_A#YWW8Y9c!$q zlb!xF!-58~5|M^w`xgP2yPZzc^80ctEz(bxc_aC>PJ8-WcDVvf@SKGHE^DGW3;mqP z6)^8>da1Nw;e;;uUxrYPF2Kgjxc6lw_t4YIG4#K~c8r4tq7Fbng?s(Z4Z$r16cgF|%)!J!!z*2v&5B6iEZ# zZ|GX%3_5v6?_qe*KvtsC;2GTuz}!6}P11naF?uFZc)hh!)9fVV7)6{kU@-52WE`@LcbXhSme0vMia2DMUL2#Be{x_b z4q2u*yyeSVMT9JOeH~0L3t8^QZ!Bb)eR~RrET6!ygNH3Pk%a#34LM!jebr z(Pa~sJOtqFwj~X*Q2h*8tHP46YAq(NYy&1pTyeM#lOs=+4>7-%v=E`XwY9jJX#;L( z;IWJp+RCt@2upr%YtitoHlRU@JC^YvHS=|(A}sl#)?(r_ZNP*>Sn^{zW^WPm`rS6n zURYKKilWn(nSt+Cg?fYw1uI2Qbi-eBAj2Xo`A-ZP)?vwuzhUif`4%J!MwKrtdG{P+ za}P`AL$+DXq?+P7LXqh9$29E~MLn!FoClOID0Oay&JNa;`g%!{TAdCm>JZ zKf|!(ov8<{ibodwRKDN%d;}LQQs6>t_ITu7!gyqG?o~0!iguz!PRk(^SxSV@-Bk}q z`N?G7fO0wD_>$G$K_N~Lf*@lkG_MRlHq@CX_2@TNnxh@8mZLXOk%~>1RzoPv?O|_^ zUv)?E{Sl&HKqjAQQEb}7je^bn^AWHZ_?$qq92xp{9{7A(ZGwb8vtsdB5PtmxREU>@ zqe(S*ED0^ve$QA7-Z7^7Ni=Rwdd~J`AkeIYYsZ`sRDMrzhAe<>44WpdRvY^zLbupbOY;ZFToMie>pYV*54(d^|>M z$G#Q@8oiQU6^M%1`_r0+&g`L?N5d@%ud_N-s@F?X%e?Mx4^x&jnx$sh;}-a{fxGf#E*FJK4a zZ3cDbgO=^xRR3yIkN767xq(7;w377^RA)eWkp|w^-hV{-XGzL8bB4X{Y*pWnkhS7Xxf)yLIYXJe+Kzq2Eg3qUl*|* z%Y9JYU8JHc_eLUWfn5aSMa1@mp>vJUI;n#(h6xR1B{B`_;0gd%fI84bY{%*#sP0avC`W!+Q89Dm z$7^L8CL=#)+DyTlilpGb7eYaGS{_L(o8SM0)0L}!8(>m?xZ`nm` zo8UPK{qNc@^m8I&`!svu$fgTUVp5>d1=y$)$;6JHxQtKn+t(x9G{5~)L+7o~2Ny9+ zXdo+*Y0w9w0L)z<=pwdbzb~i`PN*pR?N(IGtkJKMX_(aL*R+{}FDa6O(}hqlO{1&m zC;RQKq2F85>G!ra)9*iuq~CjIi+-}-ZX}=5Z%=h4nnXLhp*ggCzOv%wl60f<-vkpT;lz#OV1PL)8f zY|?G>9Dw6g2{iabmb4;LC42%2%2FkK62Gxj3GCZbI90-FJWQxMIo?;PHp}(WU=ykc zYBDCYv$*@$kwmt~GatvRw)etES-DH`K24Rc7eptk$p?XhK(MBy(0-p>3a82yom(f`1JwJM3iuHUwnS{qF4 z2;f_diH?|?LY7HHMysA-D^9V22-Nb{BIeLGAcp2hNCb;lLHr_wF=Qw*D4ft*G#u9k zG)O5DWIRaC3=zR^gdr|!Ehf%y1120YDAaSz-Xc7|+J@N|mqFoGIgnwILE&144C@RE zx8@j?1&M-D<;$S(wj5(~&!E7EY_rHowZr*As0(MWtNBiaSeeH}Yo)n5~nx(M(bftA0MuV}Mx=*aC_cd51g(>{p?tJ4dWM5g^82P{2LGB)XvFmR6D8={uqdapsqJAA1J`%s3}jTd=6w z+G3KI7mL3*5b;m|4CrExeWG+MHpYsdQY~?VF;7hLaoB;lo1@rCA#DYE^IJXk~B|Gn23bDcso?mp+CBCE}JV zkqfbbxZ+>17Y-#0C-lKX47D2902?#wgUr|BA4903Hb`EJf85ZqMq-_G!J`Zd8pujS z8g#+00GPWjP+yCWHNjG@2}JtIn!rdtttLo+t7jc>x`iANPBwveQW6hX)6iK-v^Uss z|L^Lh(S~&sI$&=AtX&>pWAQp*1wu9JfTIi@Yo_a@19}-2G>~m|z$yUNdL0m?BopZ; z>i{G9v^pUDExTYx6FeuO-@}?{&O$#Yf*q^&!l7j0gf8$ILN)#XHfGiZ;`$&Z*zp>K zD{2E(dD@p7I@d_8lRmhLVL}60iA;k}a3cV7*9W>_$Ji^_g?j~rigK`{6%{jkb#Iet znDpxIYBL4jQX~c6R|o~uygC*AGx2P^!vta(N7L`G?I^5WZ8zN zzo80tOn)n1u%ijClPw>yCbz3Ce>&K4D++d8@;$wCVq?V_5J_F%_n zB3RKQQUp65Xy{rqVJC-Ze})GQWLt;mZ~*4+5NU!PV}EEj?hlD1l(nmog4z{Q`dbAB zI~qHZqw?|uJDzUOMoMA_auWwT8b{6$JBz`N#=*&G%@^!=@$4aXs|$8Ck;}>HSZJ-( zG)_m3QN+QH`{&)ej6<#Pj)Y^V)%JNu5rh#|$g~seKJlv>^_uys0Ms#k*H=$?~ zIZC+OUctH)sC{>`yXiO1l>)U$9*IQZJwotZ@00Mox0bH-uAJdHLWxf$Q4?K*)i{hU zu~!O8_@BffXk)LARL5SK*fqpN3xcn{VUI4GkfW~v_`*Vt9%jH=6@2xZ)?(rpZNLO6 zK^v~wL(B&zEkvjmKMEWj-N>f4R3lV2T(SVbx0*|eh`&0ZwP@I<4QP-8tYqep zn)#YjQNi{(t;NKVZNP*>{MDKqv$qKDIin4;FE0LSI0rH;;;#l6GOXjTnmI;gL84$( z`Qopx$uTzf_$xkSo0X3t{)(I8e84pESLvSAEXH5m2iBXOsRnEBIQ~j8{>bsvAj&!Z z3WvqxuilG1h5roWulCjY)v6dQ!DZ#!luk;MnUJ$nq+VXG%5#-^asDvt!}=6}Td zh^i8|ncpIg$vrtlDN{t&lVLT*DfNDW0-%%}m30W-ku%dG5uBCr9YTu-$Uw3=iCJjj ze+B`IF^Uk+AaV zq>-+CrKpJFN`K2fipvC3<7z4KANX*kD80|WKrh&BL?n)2{+EH6b5UFu*b9RRWw9!F z5#xG|D!|6fszAJ@nG(fy8NwAcfGUb>+|ap3N}c4t!Z4wMtVE_k{xO*AsRE22_yR01mDTpzu8)BovnR)!!b{`mm{UUNf__d zOkgy|8yj`fn^@;(R{JkTsG{jks*Q^c9k)VlT)?oPfviNNL2Z-)SnJhB5RNI*PgVj( z@@d`r^tbH7F-`ECg#I{dqB#rwoCwE!y}fWKSva8!Uds@w(FNF;Sr>>4{S-(39SB#{ z2C8t(cNsd@NUf6_aTmjc2C@>F27Pc30CU#|x^T?c5e&ll2o+^V-inHuHTuIc4U-!E zOKqm$7mB3dw+o?Qnj@&9pX|uDhJJrYr{AC2Ouye1Nxy&27X4&L-bg;BBcJ|;%8^fh zD_=OK39geZe~mS{U2XZ(;h0-dIOb75&^sqKRy^Sn^#Wk+F(@`>c8RiwW1fm&MUO}k zj(NJFYt4k69HNsM9yE|`9ikTjFn5PY6OI}CLqRyENJ4pqWTc>Wg_QnQLE)Ijj^wz( zJmHv^+q039*n!-{;h4seGsMnfIHqxMGFtP6W4>(m5WCfdW17h2aSNkz*8b zIOgB--bjeUG4ZmKV>srI^Nu18$D}vP=w5#g48`G?^rk95zlv{l6%mekABrmr$GjiE zv2aZG?I|3N`NH^mac!b+qFx)yPyx>r<5qY`<|Fn>)+HqK>&fn>@0?2^nF=x)!ZP&yqu)pC!>0-ICWhkS^hw3aa=&#UVUN!ZZJAk1m_QyT1c?y8}@}Ovqmt zuvUd8m@*(CElNKUWJ*~yf@;2b6i15r)T8oAg z+JFWr{!(TRshO`q72%newiXi?wE+_j;h7t9%-$mQuil2)7Z;v+V-93kglE2rA;UU6 z^Y$F0vLI0~s(j&@@5nJW_wY>--Z8g?m$pDirtmLiaAwPT;b`Tg`UgyYR>Cx6tOsG5 z39QdbnC5Oj6cv#(m&IY4J0oDmZ?W>j1GlX#OtYt0{Kc^s%K@2bhiRT<7>7njIUQCW&yb>ltkizgvmjxbYXF%2VI}hhEW$Knx$oc_NF=O$ zYH6ga_S7={E&DJ{6HJZErNn>W%f(@uhgp*_aWwNR24c>IX}%POr4vdUmJQ|`tAfpZ zzKs5fh;3}t^_oxx;_c0pFwNH?Tu}q4!ZdF&bgr4Qlldf%lm~0op$;5_^uj>789yJTHSP3oTRLyv zva4sd%yjz8Aqsw)>@gG3B`su;@g;i!R*G3dXMKT@UvuLe8*}NblpE(iLbya{DMCko zV(46>S)6p%;|voT$Vy}ybk^?xSOGdq6FM5}tR1<|B2<)boLf=xkd+ftD+k9)jmFCU zmkid%#>#`uO0C-HDGdzvgi_fbolQ!2b^PsqBvE#|@EsZ#+=0(U`zq8i){wx7xQn4b zyQ3!qad!t`?!?_ohuxV#NaIl9jP#Cqp)rtfDKdu=bjc)4h7$C&nR?5Mq~0-wP){97 zU?kKwVArS=v{N$I%4F3@=DBUA?V2KKyS@e&~YpL!3P-@G?0~uH28yG2Vn00V4B|AmAiK${bVI% zB%f9ZrN3ntZf=6-B=rAnO*ChrpA+Hci+`+_N*fkV=z;|RSbKJXjhS_UxM7*H_}>TN zirPRGZoZ$PbIp{U)`xpBOlTn6>Vrc8n7cmEg`3A~jNQ3LAXJnW|5jAYyhc1ureRW} zAKzvQKEFr`o>2$|(=@t@e)1BrHS`-ur{7SU>DON*{i?G?KRMjoNIvC4BK-|jxOw_p z`NGXjaGh-VzuIogpAI+Qio(tR(_T9%t$4yEx|69P&GHBvGrL6D!_7a0U`3Be5pMnw zL)RL&#mOQ1Aj5+OvJ#bs1=9Th%-tcq|$5=khpkc<@6u8`8-Dk$9C*pYPB zGMy*f{0H`Iq$GAAH*vVRapVlKvlwn}9Gr~S9sBzSYZFtePAQEw%Kh4P2_TNI&QaCYMKp%9HWTC%@54GcNvG9t4Q{T12?{kv{>G%fii%!f!0xoPB!=hnqh@!X+9|VYa-XHa3aJ|GfO~V66;= zd%L`5WxOmE{ta&3^wn$4627o%O|1&gEbsDagM*V3?6*c=Dfn6ZZ6N%uK2T|v#v%w1 z>ONH76u+Ww4&P>Kd0l<7TzH84>Bt|pHx)j<5MH_$KFUh#nTRTS4?ce!ew>`_Znmlp zV|`%=Xa`2<(Q}3&ynP?jTcW#bdXO9^U6@2p6knuqRb2wx6}0d#z#*`p3{XS<*MMZ= z)vmX*y2DQfISFs@w4mH^)t*W=QRF^=x4X)d5VuDnaT{j967lqlISE4~`Erb~+|GQ% z@JGV3*R~cJ*R%l{3sK)|Q9)Z7BKS`P4gcO+G~Ct>G*rRJ>Cr%1IU3kc1P%AJ77gz+ zq2ZSE=gpso|79~tsWKwP$;%=lH8YF^zY&x?+**`;-h`5ZF!2nf_Y<;8XF_}IEI%JU z%D0`8%>-dTX)VGYX9%+nHvdzOQJuVK-n^2M2EnrH7w|pG=&K#q%;K*Q9`8e_;ImYJBk$lLr!;xv)P{(SLV$?rIIPxnw z@N2=559i~^$8wCyf+K@b<>ScT^$s1f%J z=dYql8U9Up{TVq%Wx-X!s1jU-o9T353)xR(YzOBUn>$zWAs5P3`G9HCc%|B=_(H`gV6D6xm5QCYvTizDm&=Pkk+eE$V4PB$RU!MQhmK~b`mYeOq}5qic@?Y zK><))PV==b(iP(TseX%oCHNdBz~~{j=FG{orNt7guyjjh1k6s7w$Th*PVaT;`tee8 zbg(qG`MfPcTCeVk*M#(4a9Ss1?()`;mBt5#N_`ctD*hg1^y&~mUAlg#Gy-W9C^lN% z8Amdoc@t1EE6KiM8U)F{Qd#H0jicpy*;|Q}SlLfd+wTpPt2I!(EKdaR?LZmQRRnqc zu-JI8C<|Y%^mlBmG)EzeM5P-3#w*UP1`AZs9;#Y0+(j$kkX zN&6vx9W+7jco+}Qhh2x~^Fn$Gwjr^YPm6jU*BV&gU%QyPG0#wix0)10ECcH#oG1|S=oOTRZj3o(_ zCbpO}Ed~F+cFb-umlN8v)x>rQCl+c;X>Qv`!bdy#OgpBxr$*lCP^{*=TR7j?l1MXN zBB&AC(Kp&L=L6F<7ctMK*=w9tTl2g`W1e++AUpj!&G<8VVsN{=)89y2raRV_>ZS2= z6OtHFRVg-*3IC~BD#VE(e~*BfXA-;6s5rN>M36iE9Hwb`7-;a17l7G^5wHcNMIy-9 zCkzUFi-eWq35;~*cOJaQuX>%7_a*%;`$Ui?n0XZ;yOFq^H3<`!rWY{~*%Lv&fM37z zI;%sadc8EY%ado8@9MMNe1k?7fe7_&}dZTLAr zMyw~+b7U~)NazV{)b(13o@inR>3U*=VH}#-JL!o!Ly88nt)93FfVERk1ZAT|!peHW zNLQ_%NPp{aOktQ+DhPj@U_0rH7h99kSzjECHx#{2mMJyT74e20wivI>Iw^ts874H4mB=(W3tt9c z?n*$HH8yqYGs>2I;Du`-(zAveKr67qLglge4h+naxB!7ucJXTzZh zasMa7oJQQSF|)X5&epL9&P5dVWVVjI?5FD_>bpaKcGm+9qJ9tna~E}WwvJfPpTV~Q zMEc2sZX};p(9_?t%fDoT=Opz1Xur_UiTq11vKJ1ewMyuMbC?upbOAPI)&-*JPszVD zf^bD`pvu2gF?6m`e@^0z=8vEcP74^FA-l}&JH z+Ze1@;Cf9^;vvJSw!HC|45}hFFxgDjQNObnMy1h8cmTg*WYBm3*qGS^*cTJ`50#oF z$lKqXf-40hJt21E6Fw=|iNEldk}t4b_zpe#Ta3@y9h!*lz_t@p-8i%vbvS&0l{lHq z0_d)=)xpjHOz;L4vVlx5f%|Y!7;g+VlbbWwv-XXpdUfV{|CbnaCLbE?B%w5!qd#^F z_U3K@A+78dSdli*c~GZJS@n6)ayP|^&G^Ok!J`!8fE`^&q6H`5b z2C^iqY;TNoRoa{MH&pf}{jHU&z1&)q=sr_dPA2H*?KeT^lORBy{W%M3`#^ai_Hd;< z6y2WUg@>?!D=!Yz0P9p8iA%O7YyFTwuM$1tm)Z!@EB11k&ES-o0BQ^lHtN)T;`Aw( z!P$a6h>K5+!Fj1+B$`#Ci^18&t}TW)3)gq6*Vk*-QJlm3Rv%%s0{L;Qtn zVTVEC_8KH@!g2-Q0jPl0am)A2_OIY09YH1hmEcE@z-Gw8GQWn4I{~* zz-$lJ&t+KA09GQ_;N$lLFhPH{{$Tw;Ze|E+Wgp*)v=%=8CYhirAO8wBYFeA44Mmdk z<&>N`%~86KZ=_;O;evep+hw|`ef)oKGv#h8l5%$yLb>dYgo=W)k8dT1d3^j&Wh3l; zZ6@p|iX`k8<`Q8G7tJ4Kqu@{4Ou@&Cq~P!700m_q-zb_&A3yyKm5-nPR#%FTPhC>t zIGTVvx%kIgli$_Ff4VT~R#ceukl*N+7B+r&VnK5t0M;&Ourc$3CVOGhV-c*licu6M zeV(Cf&4it{V4lnHpn+_=ggF_22}_uqKCh-QX?!F2U~W4_63Sr*MhY^etWvS*ZxvLS z)Yy@9t2|d>(m{JRQW86moA@rdapVlKvsjqaI5-)t`3jRx&K_d7y27L;aydC22UsgL zjnk216gMmdCC@VbEXW(*8y6iMOy$@0ndI@~RXTt`9vqwz_&h(1t;bi+{QsCx*~m{c1)pC|X2JeEIn ztXv&|G@@8-OvrNb5KS{4<)HKB$f%CEYkEIjY#?a-RIzA`QzPALEe2wKu;~R8Q!}dQ z4~X4?ROYW51Y5s7g#AEd*+{uL9pzXjQ51)|xvr*MJj_w!8r@_{5T4h^BYQcdXP zkezyLthNzKI&bWQG}z;lL2c+$N@EQu4$T_}Yh$WLxs&i}qq$mi>&rnOgWO^*VG95f9|lBwC^p6&k(iQV3c>1^*Nr0!!bo zDg^yTRtS1-%0!6o7L3o(?a+)5gmkHmf< zygAug99-T89B{uY-1(C$`_fj11%;#b>eiy+`Zl0JDq$?+L271*P*pg7Yilv_<~Cr$ zq0a2RIc9HBzUm`wnEk#6HzrgS$@-tqP`(vD&)1TgXNW%edJY6yR3-Z|L!fn4vLEIc zl?7RYQOQ-w7BSb6;xPD);OzG~M(19aj1SsoVPkKe0$x;l%^_a2yePdDK2La2eum(+ z<9F8HuZ?|Q4B+vMi*8*_r&Y+?E61oTcrh4NUS2#j$LQR7kq^4Hyf`Yt-Vf zc#YaWB4gn{!y2`FsdqM2^=XBDLw@SMf~-}*{movV_E4;23e{-i(vo3)N3U6fQ)7Ng z932XCKR@eB#AWzf4pA~x&0=R=cwYV_+05pY`U^nVZOePO0LX?aPEd+x^~tVU~qH{DX1fxz>>@=eWZ@;dAwk&l(De~YF4(ZRypBsuO zU8l{ybnT$Q+U%6#>@Swp~!JZ=@?foKuwIOn=M16sHMhUh}~&hBd88n7AfL`#rlK7lMp>R*6C>qORup#yBhisB)T4aOY_MS+dFUJFqak6{Pt zisEs@I5e|&QWTFeq-Y@9DvDnLuy!hnUAdwV2`eiKBVDzMBK<8^j!%*d>KhwjtX({B z-m~I@L%kXqyy4(}L+62)_F+O0;vd)UJz2yjd zizRZb0S^bjT2~1hGi$)i#j8$4sG{0S7Oy(l(6NT6omAdxh6N2|Ta|YX0CQJ)>f%+g zN3=UvbRzv^MQ0?RR?(%uWmk^S1kXw6JFSW4EcA1t9N|^=!l7j0gg100Lnz-dNO(io zm{}KCB-WWhxS}>tCDwVpp>vJYI_ZPgGE8V7E0JkfE4>MTx$6U6Vx3qc?7=kxp`x4~ z$%=}ZHTs8T8YVURN83!ndy1ssX9}TUnnqXAPfn}T8v1=VoqmtDnSS3cl72s%E&9o6 z)Q#k07Fo98>2Ijw5!2twSB}sG*U6SoS(Dq@mix;4xnAc$tv0p{gK#exEjLHYb#~%{ zaZGTaDnv11fhcH(Esl+ij^KN6q#bR01oaCIyC0ehz{DVGo*^r%{r{-9&NgN&;S=l) zfVJxbY|QKvWKTP?0>O$dfg2IA;pzshzH+Ai#f%dQ_u(JjlS4KcuYaqC>Jvm-=S3>g5Zz6($5|W=G zw5i(5q*8JcO2}ul(JV}`u?0%#8U&l7gkEmwTB9nQl+aZS4;siyR2r5gHv+IWD50Q+ znMgue2^lG!#kF^w5Ykjh*$-R$fQullD@ol%<4P`WPdXMlE4u zX0?>7mgZNn2T?<5YH5DmFcOU}5w({anK9pP-Cd&uD9f7CD%jVtcr zW6y^tT-9$e4gT zx%hWjYi3s$|LHn1TTvaE>+Q9b((g_zXkNk8l4e1JjXL)wv7pI*q2mq&E3RS`7dq}V zbgfxvh$|RtpZARn4;siyR2r5rZwFxRo>S_Dj)S=E6iFzbr5Y)yJxfi0tDrhE#*XBy z@JlgK{>0QOO!gwDh8ObckaO7w?b%34>_BefIx@zQGsMnf9U0@`WVGh1BlF1YA$F^) zBV!_$lhbjHwNleK9XUo3*O95_jmC=W7hnXuWBr1Q7zm3xGE2@aHz(^=kCzJ(%@t`O z>Sl+(=nbZgZ3)N_rvTU<0o$YikQ0m?SRE?W>!m60N>5!L{E{$5L}$XX=UGP|i~|;t zrrsbq#2#TzX8u6vudsD=F935l^Vv5@4(IlMe}c2{Htse+SsGqSpQGhA5;V5hvpg01 z7fGwyvpk&)l6J0<1Si6t4E+^G*cSmXcfzLMOE402fxHK8MbA7kdznmFwakvUnY5K6 zNxQKS(iSAM3*_z1mXr83*+_hIn@RlYB1!zlxkO?)3~>|>3>z{!Zc zEOav3?PYDty(}sDUGyvQu09Ln(``p+Y>H_y7kgLtBVY&b>cTzd&zpzEtE22|<)JX! zqIdc*L<&JzkO#H=_}yX>H?*+?x&JVps65owfe}PvP!VKXsaH06EWcTuxuXCWUf5V3 z8|&$aAd9bv@Gv3?99VH+EG=9|X|Op7olbdBcdk6x1fY;rF3c6jUWj@=9;23e_$>JF zJIvixng|T@#2oLf6=I#(qWIz#Vu^Y`-!w3bFRy_Y_4lupw-n~Dr2xNg0GNaO;;jVZ zNEz0q5Tmm~e~JR*NM)QZ0h|I003*nl-8T500{{K&;rB>;{-$HMMNA+a3B&}yQ{dY? zQK;IpVLZ9Up=q8@*6V9Pd^`6&VZBg^x7&J!Wo5~7DEyJwuI0rNF}7WYAz&NZH4O!R zg~UQpCD_jFS-?(?Ys6w?EZCue8kC$>N6?n4V6s@@KRH?~z*=I%AsSKv#c59~7VmMU zoRa~t9mk3p^K6ULo`KU4iqpn--~%~`i_@-V1LG$;s`FE9*LhL=t?fdBQaxmRQP%!@ z_xCH=K~{NLqM0j(5j$C4B?!@Plv%c5?s8)^{{VU31IM-GHKDk659&7U zuBcu~?X4X_2#kxF;W=VD?ktwqmeBqSk%AP5 z{3n904`DxcckWE9#28({s4`bl?}mj}c4njVvV4~y;GtF_-~mP!8)^(tc0$wE?G-R{XzAIm}&+3CL*GNKA=nCTschZ~jgo{>_s z+=#ZExRs?%L{T1wl(MrFoqqn}-3KSTo2_~$1Eoe~u#cn5KqN!)?tP7~iKm0cCkZ{C zlSEKd#YbaxT*`PW=;1#bhrsHasLFUB$;xTDV-me1}srsdlAE>77J1{x9|KFf{CHlVxqqdm{=m{KrKF$4>7Ee z7J{2ATZ@}bZNLq!F#eb%N3@k;Ls5TxrnP9esSRk53XIEmkea!$fZ+u#Lm1*+t;NJ$ zZNP*>{qfJ_n7u`T!cVnf_QGA)Xa`khhK1-gMS6q_1^bDx!gq5Z!=i@dw-_?4>o@-* z$EYkw6pSig4avXe7@Kr3SA4atL7 z^BR(HOEg%udBUpA!zF{Xz{>OnQ9E5YVY_vgX@@SVr}iXSO>r76BS-)mC2s7l!+RTA zD!?W-)$a$UKToLeJTd^f*`ir(Wuk(=5&^R{R8S)_F;%&$-P-ld@}}nIbz3^uGw*(x zx5|qP-9gz%_N&(^)wc5v7pmR)Q0=a=Oj+)(c<>yNoRFu(bZ4c?WQ^ya%47o1GD}s? zs}5lXV_>W^YW1N~wflm~NELqxt46|J4Az)LG51E{q7gniT*I>xEHDYz6Yx3`)T*p{ zsG}<7p$<4esg^4vqXV@%K63dalzM8coVjJuJh&4D|B<8dHV%OB`o*p1^`L@df(A0L z-?@IEJW{D{p5Vyb(&52>E4)L!BclJWU(bHTAJz}n8j(;O>VYUUDplc!BZOxYjnd2F zvtef|JOHr1TpfzWLzT*$AFU{fmD!iXpdw|03v?AJE#gr+)|Tp}@iOe7N{U}>AY6ZS zv0NYDIe7^JW_M0v*8}#7wzh(lw-<{);Up0NhjAN;$||=SdQF6F zih`8sZ`l{5G{Mv?ca-=K)=|v=W_QqUu_j^SIP|p~gEwm~sU^JRX9cd|@K~+XWOW+W zfy)vWn)FK5k+FEek}Nlwb%*)aFsuTXEU_y1xxg_ARe+7UUK6T7jNoF}h%0kTm$Ur& zf0s1CBK88^C)@@fvRkD&$^X9?CJK`Or7(DR`47+%Fe$rY$E;o~_j_`=7pW-Ay^)Ao zxlezK)t8hRo!Ea93@17Ni8ZO5<@^HSe8lVIA*`@5(S^Gcmqc~Vl7iP1LP2#cwph)p=qJZ+wuXMUrPJ^BHq-CcBI)wUtfqoP_>s)JE8#C(yaoL~Z z&mWI)MQxz+=T9(nu9>ovJ~)nHLIc@WADjii-1UJjaZBtE?$7;sLPgo1x1wTZjXosP zFsadp+f2cMA}Kgg2nEwLx{7|XKi?YqU6)S3SGAdb*A_{?nc1SB?9Us?r}XF3-%$DU z>2Kw$t!#qpWXlh+Cbz3Ce>xNKR+NeObN1RvX~h#R(F2SxHOnJx%BupPI8gdEdCx85Kxw@CihrZ>msJ6?uB>7Xd- z@MM*R_s*1+mTL4J{)H&6w`>a^FUD^yP?~*fO`x=ljp-#URJfbPzRr~VQy`iQQXikj z{sfIYju;xx;EiXoKb#>)FXg6g`qK#t_;14B*v01sc7c=AiyO7c`e1p6gV^(~dGof+ zbozV4-!td=`>;Qgfj}GzgYox;pVs*MvCq4=fghd;UxR??gV?V}!eeXvgW30IvCl); z=b`NLF!=O4@nac$oH^fL&i@<^f7bY2?6aGF_F%&T|9-I3+39Jcr`V4ugc&(-Yn1on9%`#gz#o(!KHfv2#4pNjuJ4L?2ufUfgThp#Zz z&%r;=nD>J}FY-SI-`4ma!CpR!A7|jRXX3{vSj)%p$9wVPEPQpl(RW?%pN-9H@Z%w9 zxXyn7n?H*m=fIEG`=5fZ*ZXVn`T72***`vrt@q%^huFVA44>Ee_u==^%h$jz;0xjD zHU7Eq37ohN{%o1?&*y(Gb)Cl^~-wM1cJ|@ z+F+x%G*RLI>=9?xQ*Shb$a~Nui5qW+o;X%&G|COQmtTjZkP~%CGE;5h-TTu7)I=9s z_<}0yO9WrHC8yQ!5bwgew4EAZw6{cbKN0uc9DeeJ$m_m|;(V22{={Yaj!} zeo%uky)DqCUMV+bE(z|2jNYi~jWVKtwWjAz|61BIz3HUd?v6?qTz&?~5>-1MzB|JlnoBD<$cIp#kD}zM!m;o4=Rmd|UXLi{w zDY=qrQ$9f`{;eby)AX22o)-nt{BPnAxWWPDa-YPq`x96NO`7z@E!0r4PLZ>&>?HLXKAFhCqJ5BUsU%tn?*G>w_cobX{tDpj z78nV_JrWV_PYhThGs`XsbD_nQ;ZcSwMLWUP?*9i&XX%z%WFgoYz_%P*2}`QSmi|$W ztzsOkT9T>e@r?wT1{uGTP4a3*n=j;gZb+kyAMk zX`#L*^D*8lbBxM@@q$swjJJrb4=DPA-w4ib$uT;2=Hr7dl=<=j)1*;JcN~jOqjId2 zMn!P=8?XY$)um=V5a(C<88{H}2_)|J1Z$!=zlvgFkpr&5V8;9^sy!e7gNxW6;yv)k z$IZiVLiL*JCUoM_+LT5;;LdX9~SNYYliMM>tv^M z?=L}rc77V=Iuif;C;+oR_hu}D@xPpHehuHIL)-+M5(NQn&FgT^`N)5EI~f6vN|7}E z4ta<#dpXPp@CQ+v=en33_)7H|D!keR21 zzikn+BW<3DpMb{r`HsWA^}~>pdBu?&RxGR{%0g>l7~Iwj3sj<7OQ20yg*3?Agj zNeo$L@L?63#Vo(YJ1=CziOQCaI5!yK^-I?el}1L&b&==e7cZ}Dk$AFQor-L9^z5_I zjv3AKz-homUbzGz^()~FX>?_OK!ko)RK=Tw#?V0y!+s7* zFH4hxBZq|q+wMESj5j)>TvHBlE=@W3nRd|Mjw$bFq(0F`rU`2nj+uNb!QAeak@NRh zzWktz4vG)l*?H*l$jMdl~v~Nvwr_JNN9o(5q({W#RzY1;-%ISrvZSQ0|~d(6AnW3QY~TTY)v2 z8s1c;JT}zup!~zc7-TZMd=d_?C&#_PN_}t=G7(1Vgp1oNaYSlDw0Bg5&0kY2)m0?h zD%>7 z$8xO3V?hUdbLR@L+q)ukSs*`6;IS{;viZm@6ju&#M8D#lfSFl#PlG_a1mv#V4mg6>qG= zW&zw0LeR~PwQjsJ<4u(6P{bIv9?JFcMh9FUf>x;HC3g)z4EQ&b6GI>p0SGu<<{;%fPF&+o^=_rVL?vX+IXK#(ry1 zV+sAahk72A8+W9$q}@GX=*~%N;ygmFxov=0+O^e8cMfM75{1rjyO3D4i|zjfYnW)a z-g&n(wh7|wpoC{#x}s?{wY_w_MW?v4%zJdI`?h1MayfO=JPR@$T^c3O()-QS-IKN~ zG2-EBdKWOdU7ft+oVaKguBq>%Ap8@NfQQ46aG{tjI1+CXn|-o9y0#e>=P5DO<%=>a6Nkf!R>uz7J+; zP`F2P5xte*!bag9fZ7v>UaP_}&51m4h#%6x5+HKigJX=8hY34;gp4T@JD606YP<8f zeD?Q{p0tEFL5~#_MWw8ufUVpW)R%C)OhJ7azcB^HzCEp=rguqRj1QHNte}33$Ri3W z`7YtepAtUF#E~uv>W9hh1O;`hmQP!yppw{$uS}-+g9@sI3hM7LOM`+smW$|P1Q#|6 zY7ge#)uG-L=%*-zQBq90hY0!SL#?U;*SRW%^n5sfJNL@OFxd6sg@FcW2%LHds?+jCqs@xH6p8+NyMF~Vv?^Ce%wg7 zBojZnsG3HyJ3-Z)sO3@zPp8YIYLby&Syy67yoRdhRWL_`>N$~%=LErojq17Ng3)pl zZf~-KQz69zo}~u&;}s{}a3cfW>44iZ{0jX+{IZ68gGo|l<@CNZ=dp5s@EGqgdF82x zZj#+hFq4TTO-f9qB2VEoxRLavWj+)1SVdBT$|@3A+g(N8h2v!^^6mJIsYv#1D^ihB zAehCWz?V!SK3uPjLs(l779i%Z=oG@+y1eDO^d@k(sW!H1MY;QkW4d6!V^bewZ*8nv z0~^VZF=Ya7ok6M`-D?YeNp!bhw(=siAwN-wD;4vEcktJ6h_#% zY--iI`lKnL%29Db70AodtPI*`R9Vblq(b*eA_`RKtW&ByXaJ^L;rs_2)nrVmf@9T+ zlTug{SLbhl-nb6zux*%s`Ti^K*+Wtc@xw7nBEe-4AX~l|p#D)S1Z5u|ybh_*5c$g7P7DFiKhovHoCBEStO~ zzX9-eMmHhHk3@3(3kEEKoB8pL>|^0rQj7r*n*hu-{F}_aV?OYSs`83pxg)%A5M&xE!N%Pkq1#t?@{+nb1_x+dgueLZ#H1 z&`R6DGhr(~Iby#MIlLeThAg=1Mftd@oMTiLTosHe!Bxx+r5Ibpe%1>=pk^@HL$SUlu%eT|OSWEyt)Vcq|x|%wr32X+yEbepDpIkh7WKq3x6a$_Lm&^vf!~l2{W;-^=s4Uc3Fe;hVvRTYibBxWMz4(w@%U*k^cQr#&B^gb=#@4tj ze3rAEqMa~be-2byFyH!o%va4ZDhuWdMwO5GuFNqucjn_mZY}dIC0pkqA0>HiyYRX2 zk-%GvekL4tOAdTlaM;cHIP5=jjLL$;f>9+n49_Ge))um#2*&QtF*bJ&<3lc#!}0;s zl^{~D}kJNQ=@1Nk7vp|FIHEcN5JkU`n; z{$ubhV%Nx0()G7)-OuxOk4vyo@`gAA{(7N`)stQh9(jlU3lt(dGlC)$sn>j$|wq1Zu?nw zr=a1YC~p^QfE<{-tQuxBf^>8x_@Or0oS1BOKvpTZcuP}JcZr~c1id_IW|gOq0y`kZ zs`qr9jEOcO0ZYBIDU5X&^KFhymLTtSvkb3-0U0Pq={Fl_PGDRxl8#^oiqvEF^$Qa(dkS5Ip3#>ypl9k5aI8sqRf zJR%LDr{k2#IsmVa*XnSi6T9ihvt!I4-jAujN^txFuQevhgOy<@-v`8F_dZ!1?BoO_ zyYmKWlhvUP7-WFlW+L~%BF0v9v-$#qGD;*H*j>evbW>&rkzHw5eTJ@bc-V2~7Mug_ z)8hrIMU1U!$GPT6q)VEk*hag$yd86VE|U>^VW&g2!pd#|n8DAqgO9WW4=b#VA|0d^7PgNp5ao&aO$zjX+A;I#xn$Jo{EbNc=MuV) z))6}d6sznu89E9S`1guM?*GAXxC4u$4z2AGw!R4+qY(jey7a7E_1j`6u68rz{6?mk zXigPucMtc=xPCYW+@N*L+aHFsv`uiqM@t(j;Ht8mv0xF zv{^4zMn;?P&yA(}P{%>#O|UO}kdzCXXP%Ao(sDNheR5`X!N;wZA!8%>$CZ(Cbwg=v zQd)R`qdYXks^NeuJO!~yFqA=XXW~W|H}?+0YCGVP!)TMh6d#L#=O&#e$K5*WYM%Hz4^p3q8PNKlNc6A=L&NIh8S;cvJe z8Jprk>A+3+24Dpk5R;x^L%EKbj=l0&d7M!+SWV$m1Lcltt$IbdUc=D4LAfaRvs+D7xrG*Ya(S5>oqEO5$)9T%%>NgG`}EK z0)e+onPA*4O|3u2)d>tdRw#+lXH_ZG>TSDFzrpP%&3-82k~6to_&Wu@lL2^+MRsiV zanzyN-%&98Ah>h{R?}O|wJP;!6c;-VY{#^&n=8uQ0ikyFRKNX#dGm z!(>s+T1m-n{Yi62$(eRp@#J<8a<5n|P!nu1b=m9RH8jSt`KB}Phz&dK=7M6U9IpdJ zP3VPISLaL6F&U{YPd!}ltdTVT{52G4r5zLfJzFk-m+{o`g~+M2iE;%k@D9zkz?-(M z`t&m7kHcYA7-pf)RQ2f<#d1|#_33H=Y!`EExKi_+j5vF`>XWt>6=CyRi=}#WM^3nW zaZE;%6JGFg#L7|`ZRBmepk^+YvMdY zt*Ng1WHr-#RiAck$LthUpRA@tUgEgNaebjRB8Heo~BND~^!gx3~3;SDe#KEJaOFsn`zhn}ITc_kfkG);e6 z)6nVPtZ7MvBdvtv<~}T_+83N2cXzX+PwAR#7<(kdM?`GZ>EA|sOBSFaPDG+S6~XRh z#bWp0U}zk>BLFzm+l!#S^y{Q^8f@3aS#ZfYY#r?PWkC#?kO^*HRlB;m< zPxsK>lVo6n-~uMnUO0IB_geMmt?RXjcwg)4x~`()uDh)4>aMJ=y0W^f;{W@ts`skC z^{T30z4y8kzP%4Hi^t%MPa}J_qz>MUUS8&XT z9NHwe;QbWbk_ItkKrXnsxaFm6KpAk7om+MTP%_nB3R4{r^wVVvylLgAuWEHN4_QAwyMC++ znJw!_5T`Pz@VE5I@LLF0jdm}@=V{a5b~J4naDR9oG{lc}TRJ^E!1`i2)lI~!zkyr7 zndbT?!-EB~F%OJxVs9VVC{K*nryz4?F8myTx%ML7llC(BrMzpp3aL`9 zxxMTG$l|Ka?F}Eqe&BZV@IUbr+l>A*91O>d=#`FNuByuxu@|TWKH1T@ zWyradS->!1f$Xcy1_4+x%1offq0OGhwV6suU7I-xY1L+(-}>^SL^g>obqzb0E?wfy zVYzkbtD{P-LI0&9jdd&RfWL+*){V+uyDFsjwxX?o+Acm!V%=UYPmBEIKB9FaO{sav zBGnZ(4$fdgEIZP^Q5lDnThQ(fWhiUN5(OcDCZrnn*AYfZPN>DLj8uHOm{5y&GqqYg z7S-Z-sa0A(awB*)U@itDO4t=-6I)OfFvJXStL2%PRW_WeP@Vq*gFFa=U+oH=_Dbuce;h_{Dvvk)cLI)`$oxnphKHz zwwH{IfQlZGoXqf*EFJ$Pe{MCZ2tjE%tL%(aJ<9KTBbUX#(py4uTkOlD{C9JZCBBQZ zkZ74e-^D@o1*c#)&o2m7S>g@qy zrH#~#Xm}|?Rn^M^c$^yL%N-3{bU-fcatXtN1+o#54(+lPfEA-%7-9s;Odk6PS1u|I zb>-qDp;ftberp|DC*-FPrj!{#t$C-5$(KasHtzp8se*7XB0t;=8*@S_yY}&Gvb&72tKc)jEp`xo2bPMyu>>Wy zjQM)TEk2mYEwM8wi?B$fgk{GoVI{Z^X?39q&A22#t z=7D(ADzf^rdZwW3udoHxXR`!df9>drg^5(h%{S=!3x*X7V6(|y%$C*1=EB(pV4BrM z_J;wO;iS{h^zZIPTCs%o6c{T{F}~i{pK-hUMP<{@szjZ*th%z z$f(4Gb&w^;oV{jT^lYq3Q;_u}7SGjmuBhj@xAf=r#@fG%P8T$Xvoy19Ft~6cIImP~qVodfEvwbQR{Imlg$__(1@eBODt=TZ zN>q@Xn!%$5pu}eYne63S6Ut@k`EdZCvaQCefKK!!ou~kvD2FQ~Phh-r9vp9m|ELEL zA&Uyo{}jvPa?R~mj2|o>5Z+Af0jZOH_ZEr112wnDu%>?yKGVa={!(bKu*v?B08H_D za#+QVYx*_r>8NDXr|wQFGBsv0ZJpoxin6BvNETu$Y0hzL%g615Mn)nPpeJHkl5MQpDuA0OT?`|5cR9$2l5K>p5sPtM_EaAFBtE&+I zO4#(n1Yfz28ejyPcpOazjLKAI{aaJMzh3uNq{FLvybZ$86_?h`mm@C~A` z5WdM^EUU4ZqSdu1cZ5eBMiZj?u81;*G|p3R5CZ(DSOOdg9pYNR&~K&k<1R=VNnOID zefUVJab;!4`n6}QIb(3my3^L3IwBLiG{Y7?gd-9LLtAem_qZdb1EwD6{}qItwpdU) zB+(pC1q-57uu@}JWyfG0vcO=|?T{RAq;_R?$ZxP~Q4UuIJ~tJcndPMWZvdT1ZOaYJ zzeplZQhzfLU#q*(K0=Uq-P$#$46Zrj%u`Pv8Saby5RJw$L#R*359>rfu1_+AN_6=$ zCHmv>dB6FtabBPiU1`oqbmcjrk|fcO!LAid^y@j%j|9+NCc2Lv40oU=*$Eec1U7wO z#!MC^5d2D24KUZNrWQ{d91Mna(OchH=pr?84kTvnp6d@cvC7G9kYbS10hG=Grj6!G z;d#8MGCzG-JfY|-c;eaoiHrFk%m57!M4a=quU$CYjd1Ux?|0Cjx51MvZ__bK$wRhL z$|qvEF^>`-9AE-z8>IruILZOjDDTTU${Nzrl4mamTU<)5g$HEwtNg&CZ z1Z>2Wk_ad{;s+^l)G`U?D|G_eG^_qmu~_gQ98;x|D`{`Z>StL zGZ{hya~XVFb@LpG?Md)aRt}?VP6d|=X?qE5!*0M4t8>=~`#bqEjx5$5H4*K*h9>J% z<)Ow*4N|p-cGer)huFkRTnAhAT`bdks9G5vnx1V<)@vsZu3bCSthCAl(~yY_X~IqM zurh0I!b>x-ZNxUI#;wwjKMwtbsv1!L#4y=&%)196em*)EBkg7j()z>O=$&@Z87TL` z`op&N>Zx1LdQz*rtF=Bjak^25aAj-u#IsiiXTeVQvEgQA+i(-G0cHQpUmCqiZTGFnTa+-8C0?y{WPT6<<+B&~PJH8+I)K?cuD3xOC8G=o_PrAx;7o*l zwThJyMEE{@`TcMaz;2I$-JI;}Bc3CfmHRvlQITVCsu;%#2cPi*|A~<9ZAo;*d|)A6 zfB3hE&2PfRti%%7|C|f^;ajl_%%VG#XZQhBz#oK*rOl7Pt@dF_p`HsrhHtV8P9Mi- zQV8TH@Qsf{x7yAann3Z3=fb=2g-^f>g57S#0W%*=860Qk8wtWe|K1JnDs+?jcNBmq zH`-6YAcHKQ0m9#^K=q*bcr_}c9iJv_@M+R3Y9TCaU=%zt{!%>t-3XWymyiE$(o!Zz zTH0cY%ml`*N<-LUsT<8q1=jdp>@Ks$-^EYN8naJ@TH`QA)4s6CvA~BnQg?)Ya9|wwIz;xaqM!M)>(Z374hf=R9id-;>R? zAKY)<9Jim8g|OT)VrJ+&l!e*{NTP@5z&$xVba|8s6Y_1;D9nX5;5z(2#D8Q$!Z+D8 zYWnus#)cMD7%I2s+Gh?!HpdKPadm3Fxm=Chquqa;kO!VDZu|3;+KVRHKurH@aGmNLQgD$)EX zx%vdI=1zc0+p3<6b7{EFTJHt|B^o&xJS$TNM6}uy5#tu8J&%=sOzJAm8;>U_1>UgL z3-9v!_i3absSK9O0h4Q6CnI3yib}bF*_6FtxbAj3UEnC_vmdN~UxEWwXFJZ06S=z7 zANje~zb}IJ{5)T32*|d(s{ok)`Zua8D9+JGgy%^>gVgCuc~9!wgA(o=%R8PY_M_cBD)!a+J9& z9z>pb(VLUawSWBRoEIf26VFGwJ|!}sIs7o9KJLQ)I3*hLl#MxR1QW9%0~TVDwJ6R4 zXG32_e6!im-@&I2vmv9PMiZe7IwLU$QmD^u?Hh?Cdd-2>x~DJ6BN?>m&#CVB%@yhg z=?cU5N%vFfEtgR&VKf1q;>Vgc;>>U_!REf3^!$wUBR5s$r01sym`!@5AUrB3Jqr(l zfo7ZZEXG%TU4a}2dK>`l`8nuR-;+ttApp#O(u110$CI8PW0TAbi%HMJgy;Pbl9=@T z4uE9>Atya3Dmf=TKgrq)Iq9JqiE09i?RM#RIq9KxPuB_gCq3t)6tPLqCj7)EJ?v9= zCOx@u@zLLd)uR$0eh+_(+(Zj>v05g!gjtu$E{{=hMT`pesR&f;!G5Afk6pU%&i`0@ z6j!q4o1q`d%B*9VY||yM`*UojT52fK<9_Wtz14U)qk3f8YB&Q1HhY$8tqp4i*C>l- zdWOh4nIXcCH1bam5kw`E#7QKdZS20eA=3_EmKkUGHo$Mn+z{-mpZZEHE!_^SaldFh z+1K{n-I}gWMVvvl{-nrKGQVhIG-X-tLzHFPhbJ>7G`HRO1mTlgljw?N#6sHs@KcEG zd*EW$BMIt!&_$i_7VJW#z7lK7N0^bK`b*|V$S_}(WtiDhWDHEG4O5RN4EpJlC}z|j z{y<}j#HpK+Yk7a#2U(g?0t`XtyZzA_{wK8WR0#hZbICgZyq`;yV7dEZU~gr>l6cbe zb%fC{fhXI898daPf~U`Q7f<)}08a<0W-LNde*#NOqsO90__C?|nc(HV?&9TMPVzHp z4nceV2HH9JPI~o|483|5wBh9HGvbwg(W?u!UM&FkfcA_1LVEU4hMqmw+OziI;>_sb z=2WTCx^4yzo^H-XDaR*6bqEn+U}&^Blt$ORqZnob7QO+-67^4Jk#yFwMTbn+y0S=& zHa*TB3GW1K(%En#`e_(YY>X|K%NzX!zZWwqS?_r0^GVBbHUyo$P2@!4=R|N)G1{D2 zO7N6)IK6_CE6*u4%gyzHvfsKs8kUv1o&8*!ED;YR`0L(uI!&rnJs*1c3vO`rP+z3vI3urwm zoNvzJ$Y_4^6gAkxLYbE#vv6OR!+Z+<5Hl}`jh?!3^hT%*B<7!L`jY19+aDu_ER(B!1l;l&-ycytHjwxdC70&C>7<^3lEk{yi)o4b~2UoXBGXi3xxtl$2fh${Uz}xIKXbT}lpOfw4R+}3lS9G@~Bagb#aW>+# zZ2_^Hqdqd+UIKfm*x?<#4)|i8!8o_My{K9mEmz^g;#z%YqcjbNY3rMD4hPQRkyy!P zi!5BGtF-b3aL`Av9?G~*t{>sNHG(yQ@N5V?5P1@gqNtSzM(g9V>bc753&1+cE9_Kd zn24#b#IzT_!y?uwHQl#4Brm*7lZ}Jb_IJw~E^HdOm=A-3f0+Zk521vzy%bT-@}#ie zU@BP4PfCF~+AXh9AEJ&Lu}*c|QZ{b*oi_27UX1(+a^z+PAX?TnYKw23%JL~%_8<%Y zcXf9rHCLKQ;!c$Gf$l`iCvtv2PeVuHSCPD`W1M)Cp#E$A+>j?>>C4IH6e6v#`p)U5 zQXzAG*?u(U{IdOMPc{W9^^o42oL{xgAL5 z!pl4Y_oZn{H`btB(U>10g#K63esSKVLcYWJNdJYjWF@Ifg5~-mMVlr<7Xiaq^n+Ma zJFwJ(4auW3t+M5uWY~iCJM1r8V*EXRVoQwdQxWTGOa-v%Ma&Uh--1@8+R;O(k!sP^ z&LIcuYDa&QaN}Y4cs#XA#f^E?&cVs%6uv#e%At%ob^}E6U_JKDO&fOIEU_ zQzjHqx-tQ#$gfOp$Nn;9(#B6rnXpffB4yHk&wiIGVidism26fzpm9yt+Y&Z!Co({# zE%Z%OdanbRE#C4rF!s*%TUo*e`)ZXVqm(A1X1B*#32#pJ^^wPWIcnB?HaY%ysnbHM zJkGfR-Qj1j3sK&YO+Dt_YA<61F41FqPQC;Eu>}Tr)t|_A-V0AAY^O3DZeQL=Q0!wn zJJy{cUQx%ViGBS?(km+Q7Q!24ON?JS>u*57oSc08_mP%z+E@V1=GC6M6oM2ptFDCx#C8sR(o= zGm&*vh%!_IYH_+mxkFQ_Dy`BXXVb}RIZNJZ$liWkoV|U3ACI;dH|sNvvGQEVKpge| zcwv^6@b{v5;W6ybj1ZHjqTx9fe%c%!$F3iSlV8Ipz(h5I{^aY!li^Ev3SLgd%V~HyJ^t+s{B$N>*5l>rc=-yx_`>ik_`G@Y=*{5<_yCzK zAHhL=6fbAvo$wj#`b>7+$gbzG>$&W@iCv!sSB}8**!T1C`vrLUA^_SGUI-sysDBM# zo;~kh9$FOM4WBlLcVR1^#LKhs*^BVVac_7TK0iPF9Q*Pyy!&yye1d)dE4c0nKaZa$ufy=( zxxg*(XZKwAJpSiO_NTvXEysBc6pEb1V~W|)-*}Q}*-*w6;9^baQglnHeG0d*a&T!T z9OX@p^CrV(D6C8Iav@f1IS((-#mg0VDdFW>xXgqT$_snh!+Y3+d)PyJW?21MEHuP` zF@a^ko*4tXI06=4$so3PPj>J>yWkJ>@_PQ~&-kAk`JbEkpBM2zx4<7j`>ptAUU(b) z3HQJSm$a^!3)}D!;Jl3gc?JC09KMo&c@_H-PyB%fJH~Pbq>7DjL zJhQu6sgYX{uJCe8 zgM1`|jb=;avxBZnEJCcjxKb;Z8Uc*CJlZG)Gp$Os(t?tt+VtJ=9Kpwh$!_PtN9<~} zce=;!RsED>W@vc0QmeFvhX>7@2O>^T{ToUZz-L$28EI>jxjfbw&nQh#S7(R$5w62f z4WU`BjFp@HyiV6@JkoY`z<*mEoU}Tq&$KpdhJ`6*1C727V!0|T8mnmc2z!M7?2%{d z!$h*V_MQ8Pkp{QH5p!^ajhPtAmJ@9WrhTOC4K++^dx&6vHi?c-!kK3RXuy8B3%kH2 z3ZzHhkr8xa$w)6J_h2j*Rp+8<(*2rx*YEQb67dqj(#!p^Y3M6dK6Gz-x|pdI5s5sWQ6#NRv4zlVl*S&uGwl}*(( zY&Kw)Jv5!|V$pkOj??zg2nU#ZByzjV4Zuor;{r~sL?}a+PBrvBb|EZCO1B28&%ZF+ zE7~Z7{o)xFXCg!4SFus1eYDv*f_h-0>oRpqaXt7HYm7(^xFfcb;>r4^t2d%c9l&|T zCCEeC6}0NYfyUJIl5k^0BCX~g`@KrU=@}Wsi60n4&z%sck&~RbWWBbmM&}WT#kTQ3XEh_%s75AoYZCvZKOWl zEUvSVnEhYD{okO!HePBpO0%nifq?)Q@mnxcsW)&fzg2=sGMxN@8RFbIf}F)*=VS$r z&jzk%;>T`sNr;)fKYTsycssoZUN08M@&xSd02olpT)hK=e(LDpO;0M7%=#ajT;r77oi*RrO|u6bocyu!`CUvbpW$0L*`L z8&m7JxotDw*tVQtG*ad9{vOw=wy7jf0&&?9N)ub)K* zDK0E4HOQwpF3cJPZ`xWdM1y<>8|bV-zU%0RMb2|+kiTb0u|PJmsY8R@55Rhg?k}fkjUAXVBQ5$4w*d=5#1po z6vcrEUJpIgF3CQ8E|4Pi$8rE1c_1dUgZHf}gt6KNWSZ>AA;WaFmWzG**f29-O1C;0 zdch9zWVUZKD-+8yf9RE4(<+RrO^{sHHs8!ZcuY!`MTK8yr?n6ZxkD&sM zo`ryYrX{0V;5~M7BdIIGl^(`kbvA@0f2`y(gx5fOezARrA>0nYdT9vz_&ob6f-}F- z2;OIb1tx*d^G1jOAtewQu-6i}giD|n6NrB$l6MEeSAhY6mm}ajlJ_{Y6mX2#Otr;k z@N7;WJJx&_Y zp<@}=r4uu?u~wyCv+t7pIue(qKz;*1v7A5lDSOTz%Ym_o5@ct?4x$?_&3gJQZ>nW|i0-f&*2+APEEGMvUczTw1+ z2hKU~{O1gub0SnKg~AJ?a44_x2GlMU-^MGYZNp>rnQDD%6!JEj(NklSP?n~-eRji^ z#!NTTGaf(|@S8U0NzeG_WOMCz@2m8T1kH!X%VYJa={lUB3=%Y$xbH~WIMnd4>a7^= z6OH?;Bw}I-vZ%{Ei5dnvgulctun-$)nM9(-tM)^Ah*l$$xgjgG-bPO*QX{MnvYA)n zE}_}d!@On3Cv9XQfcJC89BCu-7_dazNRBLlAj9ZAR-upU!RQZ+^?Ae}hBN_qCb}!q z1n?Ka2xnwKg-4peDV%n`X#(eE=#>Y7M6dKTfkn(dQjCe;2+p=-=w1Fq0p4jJ2hCrm zmJ`O#)jCZ-a z9Ck4EHY5Hquvqk9^oU@w_-DdmZ_9u%4;K6Xva#5QGW5!W#YC@k7F)#pc#1ah8^PJ9 zGxRP$lkrY>m&p!IOkpByB>8MHe>Qr6b6NBw!PoaP;LC%@zMYN7{w+hVJa|m>O6RdY zIXk47Q*RLL{db0b=I1uv{qAzxaxy!P(2?Y{rO|WIBSNFaKNEZ%ba+=i^rZkEmv$hH zLCM$YSONW*488K;Hqk4c+tL}${tSJ~&tbgF-Q}=@(C9@0mxz0k47Nl(7CpiFEB=+R z*TxLU@=#_Qva#2t8G7ZxUZPjo*z1}Meap{YyvyBXuOrP7yoimGjCN?^h3Hw%a)$ea z`F3PLr3dphvN7K+8G7Zxe4wdg z=-m&ens+}WV)QiNFSkYf8baZ8on9=X#$*I?9_u&@g>M5n1*zMGVBRJ-`PmfKD~B%P>QoC zL{<1p3T=-XslFpr2BygviR$v%>Z~8;Xu`5K=gJe473Q(;IDf=VmKEb`Rem zzCD+Jo8G=V5FfAG&QGEcUmN@_@vX_eQ48CsBt_IB_9F%Uyk4N`85~WW843`TU@5>1?Xn9W1!>M@ z=_K^ZTj88Pw0>M8paF%Qhf~c+TrUPmsN<^=r^~hRCZ@f&;BCkps_!h1_kq;H z9=+Bi*kqWojSmJJ12`}l&I$^&J0Oy?!EB{m9S7!v^9SL`mxkVl!M^im8UVd9Rc}DX z61Fok60J#&j0DrsM#-Q#T^_4UK#3p}X&xT~k)D~J2B4$$nc8?C^i#0a#Uq1kKcNK_ zN<(#LX|@T<0>QS*<4}pF9#kfRN(-2vuT_U#LfB!}BR+gSIK&KyxV_>}{lUUb#(I6R1D8&!I`G9@wmpWE zpQ7(8c3@_T-l9-+->E3#{<{RFAR{IYv`M)C+I;cKLt%olg{j_&5~P*~qvgrcjtW>J zrjh|)4XC98Rpro#gG&i!0nh0}%hPIJ;OF^yN1VhnRu52sUc9g0!niT*$I6lsDHoMYQy#uy0S07L-K;ps_Ggk!ASz#;`fxmuoL zM1;rDKf8*xT9iD%_hav7GaQRpnF3^O z9uc!1kb%C@IwWbsLyR?>@Sbw=9y|yTur=vz2oJW&Q6#!6M*|RB*mJQ@v{DiY`D!ypnYZ2c7&!!OsMs)_vy0_}BcVg4zVaQbaw+4f;0UCy zTh=~&q|~^wvSa<)GuE6jxMtmH>rNdRj>o4>OT)`?L{EdcDO8Ss&kBMca*v6{Av$0x zCC@7eJMD$+tZyvlPscGA-VI%B2a~PVbaVaCP^q!2vSYB`*fvxeZ4SxtMy0Rb4Nr6Y zJ_oyY4}8UgfHG)f)57109Q36CIulG;wBzC=;=-8vc!I(!wW4rG2olS44n~IiY&4D; zLVY@ZSSR`}?2BLsmFV(iO7!cKeUEcEd=RY>U1`oqbmcjbULuLU1G`o*(fc{k8vwe? zME6mK;SSU!JK-Xba62%Ju0;gDCL&e)rXu9q3gR0vU|D+Q%?OyS(aS^~oJn=FBIMcH zR@r17H$5;1)3|66rmTbk^y-g^&9g)_6L*QRx~EtS%W6z_G3MuMGl_bTcvB`rX}Kgt z6tVdhHlQk~xKs`q{kI+cu;`^+MQpywkYa&s%qgMCaikvP4*{5e5gV4z=1~taHZd2S z#I>4ASiPE?ldjBAmJO0q>3ufkdH!FXjt__+|5Z0#(UYkd%C6@lLX6i`cOExegpYaOao zv1P=Qvqx>IE<6F@s>*5+dx5%8Pj)nJ8FDUF6);R#Ap5GSK>(ItRSC2RqREoAQbn!i zDoUlIuA-bow5q7iZ+&^oqeCu<9(4^nmmXc>&0V?m=&PfQo1p(vwn42_-CC)&u3<`b zqmph@g;hXUvf&vqaxICc6M;*%yHgNtZEeFrGz$~dfT zfu?gPLYa6$l!N@4kZRapKNzJrp%S+;Qdt~1yqQ`h9*Zh*ywobKAGxtLI}N5{FrtKA zIX1BcRXHw=-l6(&#?cdt7E|@(lIht2?3$&Tm%xh5X}FGI#RAxfScfO~LI9?y$AzpT z?PZufx@#H^6sxr6_Oko1wqKju8$O81GP)zTLPKd3-!SRPwOmgU($3pT5$Z+S6^gY3 zp|X?nH99#Lz~i*x*X5(+QlR8m71q(ylJd?XN%?k4%0;{!WbGv*BcPf`Bo{M$F~^kX+%Nfas!=s0v`c5C&L2!a zzFe02N^j{9qsczwxjb4$5Bf3TgBj@OPePqP$btp?8{fsr1@ue;r&ti?b~Tqv zg*@O*)Z8kh#_Qw+{gBrdpS&YvnrHs;2L^-Zlz9Rcobb!s^C(lY&yu9aqApOmvRQ!y zM3IQ*&@WMK9wKPbj|BZs_ZKyzKnUDP-Eukrw#GE@W@_D{dU=3YyK1=#YUxXhPe+iP3;FgK55o z_pJ(_3E9TnXr!vZ*@H*MD)@{@tQ|y7 ziG4le79ULHme?7TMc8nlgkd4=Uc_N9758vyt4DGhR~#b_OZ+RL!#@?oP6?^~0i%Ou z{)acMBCD^KX9}|Z3R_V9HA|57*N&c8m`HWne1ojNU|6vLHk<6lU~9qf&V{!ufF!U3 z*|#a!!ZH^=48Rnht@}aNv$*?4NUH}~y-2H0?NMax{`ZkbYxG=*&r`L0G(Hm-q@g(& z7L=>B^q$%u0qyx^LpdDq69AY(%&b#;h7}=&_q_FCUTb}219qDwHt#8>TO6~?S5Y^a zi<>}heseoUZgI0)g|Dj;hn(;3#QlFVjUTo^8ut33PmtKgNB8ZqoRhe=hdAkl!-X7f zvNcleM3C6s*GIQE$|?=eQMNmhZQ_G^3IYtK%*~FTq_BFv9?Wir z6$@aq?y`F@w*xT6=yl(Nc?S1j2x)Z>#*4IBj`n`LPFZs*=R5Kd*4v$VYmt=wAf;?Z zcc#o<>4vqJqcC!X?dQ2v&`@EDbsunKa6va{EW zirSjEw6*w{#8^d*}T{vl{i7ij}|GI zVTCflW2{5!as@Jr&lR$#aN$HC&I&9+V7OWhY}HMW6S+?ZF*g}{!8Sj# zJv|@Fx~E4Tm5kd7GsSk~QTA`-+kzT&6K}jNs6X6E@3hH*^+a=$JA{(6#qyZkPq_mD z`|PLGwwSk%YRybn%UeY_X>}0Am7=t~{zRBS-C)CBwui%CfxT00%Odsy74JLzag)oY zybRhaEFS(w0G8jT2($B4g^H|Wu{0~-$3d=a-;>miuurkg@xOY*_IzV1*={9&0%R{+FDa#GnMk$|& z^?-Sl_~5{rGtNBqblWHuP{vX2HI1^Kb(A%vrDbP?9Bgrk&=wxx8QB9-gk>PApqxOG zHFevJE6lIZIbu2`t}+PJC*z{`^mH)YvIDdcu`I_KU@R}KZxHM;ciMc*M8s7 zWPPeU)R?KkUWK8Z^~UxgHW+aoY}I$+-iGE-wK6(1Jqx~E?c~9=YloVZR(W6=((fTp zz9}B&;~yFx2FI;6JUoa60N_=iD%6Pq$BAGmNe#M^lf2(rH^Fh~RI+B_%;V=ORdW2X=v3CmiN?v|*lV@Tpr2&ul?Q=D zuk@2{7crAUdnSG(?DJ5D-sL~*mUr6XcBC^i9c5}cv8E9wlAI+=-bDT&(>U^Hg0F** z^){hC%BBy%W5gSLH`UqzPm#{)Ja$}$UU~4C=#|c63(-xX9pgU{jGdIBZ}~Zlcezjw z%LdGHnzF$+(oFIGcAD~?pebnLfpGZbY08E{#qNv+d-+dO#(weBl&?fi!>`e4%14@< zG}D2~iW9_L*WE-df<&f2PQZ3cNub&&ES(sk$L+)8i) zoZOHQzaep>PeBE-OH$(87cWc9q{>Fag}{e1!agM(?e!;#7O1021IA4}7_ zgB#fA-PfK3TmfIjol$s5xf5Q;Pg5RHfhhM8ka!b;D0dK$xC21qXaUFUBdzmXgK=Sf zDUfQPoZKvVWKl}BVLrKedzVjc-X0wc-T9#1949xw*`Wav2dAnhH{pNIbp>1&3QNj#S&WPlbwWs*(^-PSx{GY^E{kW$eNSkG#tY;J`Tk6 zhx#cv+WHd-#%lLSFy?|{aVqOBZUVrOxk;QQfj4dIyoIDjUyTi@Yn|rQ=xZJQuo&B1 zsnIWBNU=aR#tCRZla%zC1YrKD(JTh(aRQE2UJR`w_0Hq)aE@e9+OjWyrZy)O#5wERcOw)Lj59zlyS*d?QuU z(L5ZcQc+h;P9j=WQ|GrHl_%f0hMh}~-r>z%x%KE9qIsZFx2a1f-#=vLbuiT_c%wgVR7>w|A6^UX z6=oma3BVLnpV2

J&%|@kDOn=LoLiV4QC2>0?^5j$U9pOPzvGV?R{FnuBqlCEca{ zu=rZJNc$;huQ1Yn4S?k*ZKpZ~X-TZtDd;+hf0T~I|Jq{`-(Mt&f4)DFSoio`6wY9G zSza28e7@2fg~IwvyNhP0*LF9qNI(@&RK0+#fvkKy=qJBjXD)9++S?-$a1ML>r=9Wp zdS|@KJ%6IczNQ9|+LMZvTB-3)1i*fNK|-8V7XtLZa&a8 zToL=VpM%6@`?a^=C$?XkeR>S<*IosMSEq)jW~!~qbai&PRhq5V8~sp#W_192vg3W) zYuCl8*2Qhi4v`9eCbB=wzA<|u*}u#E|({nv*Z_%BKs?oVtZUI0%=cN5#I$xRmGV!sf4yxbojKD!%l z2k?HX-?5eY#SB;y2Oz9=9H=)r4)7O(gLico2XF5I4x$a!YoUSxmx$!H*EIP6pXn|t z?&cKq-R$~}488K$>?(StZ+6Aa(-NP2$xi%6*ykTI^e+E)SKetKucM=6Wdml}?%G-N z6}{c{xM8T>K2z0;g>Y*#*IopNw^hdH!W)2GbjeA0n{rpHq3^MguplY_u2$?9-_?5H z6W|kmjd!)0?3!s;t72Ms#Bz-ACPXaL?`l2c-1^k?OpBGLpF*!_Rq#yoi=d`GR$D0r zTbREDhb>@D9V}vBf+F_yTAWkKB_=x8;wxbGPdXvmD}J% zms)d}6dhxBRJ!Ozm3ez5V%^U==7}b}G}+v~v!fi%gC=adq6y~bRegVi@e!i@-;zW` z>?m4HVt<%Dnqa_t_-5>aHJU&|0D28Fa`S$0hSUN??JgrHOq~>e+b6GO{d!mWvyn ziLI;TT!_!pnE2C44{6gD#gvPhr$c*%QS(^5 zNP2#_7w}M_h&j$O=k4JdQ8#>izMm)7DCc}YDQCUj6C#-nv0v<7=>*Beo6*n;ev@Dp2*WuG3y3$kk} z&EZn5Re>`%rz)*Vsm4>iPg)%`qT^^zT^*F7&u4TY>-!@}3}2rkd)D^{lg;hBb=v7h zdAu@KYL%OVIw2hEw1*_0RU?e7`;bE@qhMU^nFrmNjA|}@fYGl z(QUrUz<(lQvh)ORwdBJK3jsW?ad;kabYzBJdC*Ao%9QoJ=2VI@c8u1k)Iol7hTi4R z`sSUsxCchB#$T-ZqzR1BklakL5Fd(e3&vtU5ysk(0ZAU`vz?iZu`bHcD-XsJy)rV^ z85Cuv^VzP-(7XJM#XDUnV`T$o$+hWhT8qxL3C!CGq#GmiZN3QVo-Qtn8I9ahVCaAB ziC7SoKi>xX#q(`mj7)`JqkNmgbic}!YoqusJZIy52r%|vy>e|%+f;6$<6SEU70jyv z$EQ)*g-6<#rl%YAT^0DDT%8TjLm#*xa?!PXo2)>HQhI3y0dtf$-w$$bBu`phYmqBO zhVIC@>G#-6(05s>QJO;PHmP<~Zx9N+jdX)ftSxT2(Y6UGlPNcEM!+oPMzSut9^I@v zejG4vvf4Oj@0fiJ)p_9wimv45%zKK(ldR5r7XU_&3^%|es!-xhDddzoiL8?>p}%io z1L`c!9QymVqaPM7$(4fgO@qeh9$)1N2NyD+xuNLVs^S6tT&rIO9wu ztX`4ONms@Sriz4}-&%&X#3Ozua_)N9V)Tr77IMxsEekPz+?!MagsdL^5e6cC_3#0l zNd^6Ek$P1yFc4f(u9jMmKN{3#reF))SgDE!yO$fK+F02k_vvP22S3R!gFYN8hAkz( z4***wA8)3Xe06QLLkh$R2v-$&Q(f*SI~unPIhVKx3=%k&~gd>5^tjA7kr%7s)E09v{|p>##m3mPc>s6_Ll-9 zuO85)CJ#3 zM62L;e(QKQ!xO=GLCYohS9%l8BKR44ar<&OQ67$v+4v?wmERx)bm`!K-5U=AgcLO7vtA3DPm#=} zPqy1!ALEn|utf+skAOY%`IF@qtda+CQR8$ZG8gQuv?ePx_6*zeWtjbNZzDfAB9beM z#hc{0BLQ$Gwv{}Gs4s-)GFT~@xAGFO4>oTu17MlALc_m0j}=i!;2b0_%Ud}YKe4!QG-&d6iX<$7jf+Jt$AeC4&zDsWr zoi>>qbi6ub#c}pJ0tOt1+pr5PlxV6-xbN~*ZuCcuPj15X0NzjOI~LS;FknUIsk}PF z=slLI@94qk3(QmbKn84hq!YY{lg~F#p*jgts%n(irETWb~h{K0@96C6CD@! zWyJGY2$%(AB(s9k`AE%587me~a&3AT09)6l@up2S3du^@i4CaXU~^W=tfL>+soH&z z`rJNXdUmeueO}rOLy85mk^iWMCs`?f4#4~)!b~Z9WTk9G6tStK$VyQOtFKx)>1tiI z>im{HE5-G$#l#u$oCsQ9?M*5HLT060#X#(@St%by!WL(rq~w2y51WxYk&lKqZLKCG z-yYxZp%uMVlJ{$R4VFX?j)jB z%sap3la=CvmP_#8?@hG)g5T4ultoXqi=Yp$ieXE^pAUeoCLeEhL-1E3+)jdjtfO(u zkaG$CQ4A9n$i9OA6adx>!53L6Diw9XcM{Pm_?_SK$x3lS%O&^^7bW-^dLgq?o|m;3 za^VuEC^;7{&tV`u_6;oKXGaFD+37M}DIs^r40+sNDvh!u6p@^xl@PGc9IabfDK}t8 zROMvIO4;p?gzzyYMk57c79;af4E^tZJ_`1W=c9ZZ zKjGIXA7uscs7whdisQo58-7ciNQic)Pe@spG9g7egYnLDzV{*v0OASWhY0Xeg((#k(!foV1J=(Di^300buI_ z72dQ7M`C3mz0Y|cq}f}MJ3=t(5Wtf8IB8s2H}C{O2*uSqdiL&D4_bk&{wGxT?ULa#E%pja!5=m$+9M zCM=MR$aIMN^#CltxZ844q?n7G6qSm)m^+DR74yz-`Q)Uypyd+$=Xet>zu@;YC*{5V zQefoOgy6r6Va_7>c(WUV{~3haN$@}CXxt*6xdi_nh6xK~BQhO=|2F`v7lJQxQdBDH zg6|}vRq#8%<&%@*f|g70|H7MS7QxTZ3z?Jhd*(Fwu#V`3Tq?&YO3nq$f9I}CcPpjz zt+K0x3Pa zQ>kqmWUt!`s5}w-M|2i@f!4`>l0SA-owa0ob^tpyS2pS!!8G51{CYlbe*!e;w|?SK zSpxt}QCSOFN7~C8<%#mH>1t)H(wf`L?(Zx$YIA$T2eBLa%;X>ynRBAUvW|-MSVYFk zu>@i9+*3armOe%!0}0xuFN*UlY+a?PA^qrl(nH#`h2d3_dT)U^7uqX~rk4XSg{F(x zp?`C}M75+Jr6s0*be0z}nV^cZ3U7oObknngOt$TUTG5HRh`m4sb$gGgx~)j6&J;q` zWePSkOR9d(l8d$(OsvciI@%k72@{JJrq?FcCmZc8&_A2EZP7F?Ga*gun-Fjw(|VRU z8%+k{)2E~514W|sA1)SOlGi@K7$pPBr8|cxFND`J2#w4~qj7y|yD|Wl`Dk>NN9U~~ z^3i^P#AW$t|A3!ZJ{tS<7|usq3(Ikha;ZApoSlLa^iYPm_c>|5L~8ggk>$xr`&qKN z_T2uFlSU~qC)2k+51Y`H*m3*N1lgi_2@ks%?h`#X@1zVU&z_%VKzaB_Bm-Me*uV1A zj`T;3Pk!2A0N&3RcO=pr%zzb{pEj6b^d2cHC-q?T1?H!nmjN3dX+-C6^7-bcZOPCp z4;qPH8PkYT;7;9%X#@d^qS00QddSzs+6!~ed z$aPvb1%mO!(hruCzq~@*tu2?+D?3LdD z;CSsI=%=AxylE4V#M(iYytNfig9g-91ascnq4=1epypagSPt#^OCwXhf0x1tiq?);WLZ_V|tkDnmysth>(n(=Q2RUz}%e#u3k zTX}1DE|@oe9{v-Io;>0&-BDi``wM}~T1gdf0poT{9t+;IiC#hlcqFimAY4`QO$ltH zj>at{&n5TQGE7(?823ns@BO9HC_91-a*932e&=!s1D&p1?*QqalKX2bw;C?R0EiwL^vkwlhf&Y10;C zk;@F73hfm}({llsLerE9Y&uab32bSJsVA^`5z{|`ZL3aHQv%yHJ*MhaMN)NJAyjoI zu%#rfp1|g!Z3Yu7=lFfz2ox4Znpm_jy*9Bv32b-x^JF^H`f>!E$Fy!TC$Pma`#4IU zK9Q{$kR+7<_G0lTdG9Uxc@IfY2=8SOBAL)e1OC*OWdJM_+USyy&TB;^w0#|k%M#kY zfuC4H8~gMaPG~z7*6*6r<*^Fnw8>=B-Y2y^fE4lddOrneUg14(F>lsLq%3?8pJxXv z|8ugr_G|Z#q_!kA9Eoj@Gm?)cw^^Pcdhb_Be8kJjRu46Mf|~*T;V-cZY~^A9N^n~` z;LVvn32qAkyq~Y0VC(y0ww}j;6`9}`WEj0ij>~a97=3{WZf9h`hDRRKDV%)132x_Q z=#>YJM6Zl_NGTHBwq)pC{yZe!X&;BgU#tpDaGT12BoD@_WMixwGW5!Wu|%(ojFlq6 zZEuF&AI&*a_bC; zc!>98khTlJF@YW6&*pzFW`6|1+02+Fx$XCEHz(#N$@qbo`zF!t?@2f4^xNX7rwj0W z69KaTkK|);OdqL93LQ5SP35v^k0 z`7NLPHW##9f`7U<(eev^PxISe?k@#KUKPWZf`2>1oF%^vZ+1iQ-;QuQ3I01Aja$Ss zm*BsZVZs90h)jpze-ME6Lhwa?n@UAp@SQ}o3V!FeeDd2|&~gd>9&e&q1V2MBWPaQI zS^W;V_>NPQoC}~|=dMe4^V@#zFO^2w5oD10Z4V+~pE+8O^V=2;={n1h-?juF%04&o z&2L)(&H1gbI8@f508CL?>GIq3nMsHIHtDg5{I)+5c8WbvJ->}UM(2D94>Wy#+bW%= zhWxgtn5q{QN!6;VM2LSdnv%GXR$PZFDtA=d~j8+dhrN zW%+HN!A~r|jeU9y=eL~%%Xc%iN~_eE?R`?)y+{UMS2uf7+qaU^W-&?1m3u7uX`g{*|-#fBvZP$yxg!0Pm;l9mzGn zV!(>bSvzcvx7dXqX)6Z<_->EBz?`*{GGN0awdkn~8=-H`+8G&ouRERL9PgEPSR%4_2Wx@f}veUfZCJx{SGYC_vl(hZRY38(g9~m^zYTx9c zeUWs7PLnOpce+5#=MXRp#7H&;ck7XwhxX6K;z=$_{{sMy*8=oBG`uMVno=jR7LX+m z?Z2@Bb#>aDhxU-89~LgjwLbkzh7=2ABmYs&PV&(H2*8xZo|Fp%Oc{IRq1}ThQuEMM z!s_ePPP$sxsXM=A&qH&)YcXv`JPVsC1BT!CCY1mo^U&^PAokZhv^8t(GU&shV%Sph zR|8h}l0G40eZFy)?%taoW zN=04FokX;XdFQu$^3Yt+atZz_Z=&TF{GR5a-Rv&~MqW(_{%(djOCB2D?1tdqiEuj! z{%ahKTf{S$;J=Dt!UEZdOo!mV6@c|Z@I@Y)N=04pokX+>e&@G*^3Yt+atZ$R-bAwq zeuiGiJhZ>h>UYS6N}QtPT&VmscU`)hhjzceR2pSRkU{35{SX2B%+Y$BhxQxnAJJKc zJhcDy$BwGAeDlyAg68~I4ICZDM`$(02Iq zWIEH@M8J7W>zU>{Ya;%hKKU#M91^5|aj}?^Ty_fp_EWwIE<{Y-8NXAndUiDo5A0@ z844&Ur&>;)EBvAU@HTpgGI)%xUsSbv|$DC_1R{2vMuwOjY;h2-* z6Ml_S9TuUcTQw*8c`Gm@w{r@6^L6vjA&gjWf!wCgaaetBy*e{h8->%sp)#N(yG*JL46`91t2kv$}TOz!S7WfBmoXJ?l5%=EIPvFVlu~xIhLPAOmNBP zs5zdr1gO!&HMeY;ENerqG}rg7Z?tBo%j<*n)3fWxs-_E&daLr&jkTGn z>Dj^Bc&X7S&5o>AANRNib%eN1?dLY?@$Np+1IPx+2q`WT>*4CE7#~m6bojT6hy@PM zK)9-^U&LOZjjwk!ZXsl@sKjZ|o}c=oGEWx4HvusJ;5ZXgWf5GUMM&va0E=8oB`b;| zEJ!F|KxQ`%&?8G;RLqjqa5Yj&C8s&7;aYsmPcm~6^aTtl7FIFJyn~>V04zU2mlL6m z)NfkC>QSby6ZWQbgndzu343Fagl+Fngyn_>>DnAkDA+8b`4>o<&Z7BFe5{9}`8H^; zFkSm00Je`sQ;!k4B-7&V85NSy{3a(vX#Ru~a>Qa{Yug8I3^oK82hR;Ii_I}J6Uy)0 zf8xCNbwFlw)JthD8LyAkN>k;z@RkMhz!3%=H(GAYZEi2BmPX4}_^`NE-`OZl&+Sc2 z7!HTt>NZU*_$EfCyH`7RPL>;G7+a+Yeq^=2v)l;4mn_w`%~VSb;aIZBU4UV{V7yY= zR)_FFP_CAz%C%N=b>DOG-I?iW^5$xG81iKtEZmx!X_c72YIIfiSucp!`%nG??8|V= z%wBH>c9x+wI=kSEpiDumLB{^}0n@W{?WGelwJ{{koVk+y=`uREj{{EOIdEh5Tz|L;{(@tE9{*#?t!^&?25nTz&ADrYmoWJu+kxWV9h{>@EGiZHL!--e06Zr>cGaFk#Xx!?1&^Wxh!F~wf@NQ3A+sd zct2k#VMXr)MZ&eiDh4cpgZU>#_(|?KRBi#7HatpL1<+)UMxA)yjaq~&5^4p#{(T{04}kLVi;8HrdY6-e-#D$#aB`8 z$4~e*T17cL;dYtUR20vK8|g&|Cyuswt*Hc;2)8{rSGetTfk9hG>HIhmr5}@y(Rjbb z4NNtQd;~h#oKg=Egcz21F2UuLhzl$<;p<$@>t;$2t>7_)U_JbuTt9NjNHAGy1}y+G zQEyB|x=yUsoSqRl^;#YxW1vJ0FVmw%amS**aBDUH5(@MW4xkx0foY;2pS3I#GcjU3su?b3GWFERSuk)VAS!5P(C`fc4{6J=jrh zR3>HvXaz*3!64xyY(bd-LCN89NR+-71o4_thc-iZYE0zFd>eW&U9OEc16Y_wc`Q{i zqB!1HZZzr;SDb8=o1k&W2ZN0PL>Gaofp!N(dp4M@l&j+qjciWA`|ym`hrzz{W*XS_ zsd}RflUZnIBytZ&g6UEN!l=+$em)IEXCSZ%%jDA-;)1v(4^)oUXKLep&`Tkzn@0u% z9Ig=%hDNJ9OS8=Y`VZ$-!aDrwpji(p69Gg-E6u)Ez0Nz!dc%j#2Zne9uoOu+#`3PQ zGLi#svYL7rMM|J4;(4LUmMM%uHOYy<;L;d&P*2Omn31WX7Q}1~exiVf9DsAFDC}{h zq7J64O?%)R+QZ9eoPGg_1s#&Eb2k<{pg%wdxQ#jaVl*7$084+LaotG&ez z+{{*sxrOo=j;G_6Yhh?VcEebvNouMUeu}eq_a*GeNOpT5@j2g7QE6NkFK3f}u zMJ(a~t2apJKT<5wj)V@G`pTCXrGI-k81wdW(s{XL_ey%BeZ)wqab;!4`n9L8T|2mD z-MUlOjSTn2j~g0vZa4Tt|Uz9z_)=nv7Gq5|~wg3#4o$X4&$$>zel zp^NQcvelYyt{)mIHFi~Y4AvXlhDxK&A&G$~kLlg;G)MSXv1|9hSIm;m;B3i+2T7(Q zIOs0|=u9wW0hG@r5htg8uz>5+;cy3X*-p5KXcgNs%@RfvT~ExQ_Dv0{UnhqjN6~zS zE(R?3H~$g=v!Tn77kbJsrZOaj%O-XG>5J2>fe0ZIyw3(&8lr@$q#!HHlXSp zbL!?(9R0A2K3D4I6B$x0kd1L18aXDpxI+NUKR=8GdzD<=PN|zx+K=RlN+qmbu);}K z#(|51AKmn-fGYgXZyk++03-7gL+b*R)k|Q}yQSWA6G}uX=S2)edIfMVEYk-46V*Cw z+hXDm*({9`cpVr~6)_r9yl1cvam7O&;JmT;6GSycG!}v~m8qGj01O>$VrW4aq%tAA z8394+9 zpoMUsruaps8d^IXja!DCOG7mnCM=MBHPlT2EWd`b)zFff>1eK*R4VG4$w@@3X6pRb zm$y7Rl($U;wn*ww0S@umaib5TpO#- zjF*k!BZo4R(HJ7&@@InX5BtlwQ4$ks?fnehJdm7FYj`uYT00hZaE+H*rS&5>!Y(gR z_k$5O?F#No*n+CymPYST`~MY3Pb`{9)p5S1cfP=|VgYPKtiuWW764OJT)NUbx(~KO zLuoYelpAQIt~;LVIzn1~XOtIdS16nFKrrm&{12U+3*d1|$p`aM(!1i$Pl_bvLzI*$ zEAHsDWJnQ`n38__E(<65n61*STjw`Ses|}$&gOo1W(7&qoU6H9R^>h3Twt*(8G6CO zB5aOuK-ON!GB+4#utN>3^}^2?h_JhrzN+c{ZpmV+@?UjZ^aAg>G~2?AK` zZ*zyX7Y!2mepRu!mwfvQ#&j9TC;1l1R|wx`FoCjk6u9G94hF;eO3?bw zi!zZWrkl=il?PUF25|LefURH6mFPw^@r1I%1y4MihhHw{e{fkS{0Fq4;b!SIp=7$}mE{#Bv)vii<)S@F%wo(ga#v9PQB4ZyWq7@-W*r_}BP}Z5w2t3f(ps zFT3=7%iz8{;80Y~YLv%k#$eAI4_0R>*0qv?=m$uvQ3W=;uut)RWP&(jn+mK&ALZGn z_>alv_Dg~p3wa$(=@Kt@vk94glNgTwN)9`g5G$6m??NTa%-l+)7QoN_a(SZ z0A@zw(Mw==Mz|YxYQP)O#tg{i-!UAH#1kfwtbVkuS2T!wEg2nk3alGzHp;j$k5F!; zKqnkPEjG{<@RIqM*xM-2>NnD@seJkW&R*-)HQaC&UWz~o3v|6LF}i}l|lySawbUCG@l77y4*U?Og|HR zFH(ce1mB0B*i4XpDs(0o#<~;o4|R;R4`Ss<2l&(}F<<9*MM+|PuFjS8v}V@Mm+lnq3Fj zbr5eH5Pks~xoA;1gx?m0YuK%|?79xFd&1Aa{mIvdC&QQU6ug{@m(%cadi>iN_~}f% ztjEjK@$waX@rB`8@Oks((VN2!@Bz{qKZ1k$C|=ISJK;0f^_lFtkzLPW*K^r*6T3bO zt{j2qvG3=z?|Atl0NN8?2p?gne+^%rJ?~#0S`^+5pEiegVJn}+%d_#>i}3PkcIQ+0 z<2`t}7++mF`M$m3C3t%?UcL%9_Jm);+h4}ZrSRk4@U!r7Z+IC#KR^5&`|>fo`*FN{ zf_?uhxb6u*kDn*6!zxFY!_%9?E8q&HjJCj^-E-md_@67;pZ++KbjF%9AXoadb*Dl# zqwsl;n?J7<-CDPH%_)Ox&N%bb)A82z?AB4uu?kc^#cgj>P#0%#3N{Af2Y8}CoIMJ- z^%Hp6boBgrQHuw|nfy-{t>Q~H#ZTJXqUdI2t z0{(0cU&+6`ihWT%+gp*yCxYaeilm2wmK*)y$@ETp1uu;r`EYUq$XtNLUE-7e7|Fsq zbw7SW%Mni*GPpgcM?@ep3Anx9UGfRa*)@ks(-mIy8TgR+NNbdjJgTFuJrB0% z!m`UoR$Zb8Ks3v2N>GPimESwblnGvTDyK zp1nFaYrNbX8*Wy%4YP^h`XGKJIPvVWL2~&js+f<6MMlCqN1kaHnDEtF7v={MM6sJ+ zODul81DH+v-Ue-yTrS|9u?%8glU@y7bS8y zV3MWos~i)bjcv`LF&u$vHLaTE#{9!4{)qS zKN563-ydB*LF4BDcp&Z{kD$bzzn*ptzLQ>+GxTcN<2vY-hoKYPwu@f*YP)8JUU_Ic z(JP&n{Diq^QC3U0kz1m8I2;WPMdhs-I&BKtsXJpPza}$T!jHjjB6hQd)h$|cZQkMb zGC1TylzAAN+uJ@6j6c-7fkQFok`7-Ra&!2R26LN*;%2FREbHWE#zQu9;!(qlBUqm# zdzq8_VsmmS>s4X}qfZ+7h{cnY-4^0Q(QPiA{3jv=@5w+p4{W@X55QM6|0+YTJVaCU z%2zbMoS|19qA7Y+uxNfiL#Mken&E4qPflt44m@BF_jvPPccpP@@JMu* ziz54lNaF7^5Xu7+zhx-(Hj;ho?Vh|%TY5;M=#{S|9-X0A9+D_}rAs193QuPvlS%a_ zW$1D~Ib?lsSjf&|_*Cd~A!5i8TBsOi17=yz?(AR}y`FudR*zB!GU!ZAR-il=mF8mb zcObek7h+gUI5Bc*+c1oHzGcBz%BAf@e2jTy;23@!kNv@}@zw1yLS99s`DP+2*9NO-cFf` z&e#XHwR4vG8G8MPifvU2npE%oncyrxazZSe-I3A!LQZ1DaS%0p1u};k$t>d!stAp0 z)AhqQ212z|#sU#Fio}BZB*rI*kMbJQ2n}FbSke`Qi-+?_BVb2lpMGwmT!JK)OM8usUp#(`Q+kjzjB(cal5qJ{5>c~C5#C(zQ>XgY0;F=KnJ zEA&4|us;}uuTY9`$?#?>Fmco)c@pmtWYWoEEYKJyE3S|IU+=Dp{>$e@QW!s3G{g?^66 zq0~?+QO5qnT4$OVzyZ zd>WVI+t^>`a(o9rF_(jVD%RzQ@w87|4wg4*%Y4+rA3Qz4-{&}t`W$MOLDK0+mxS;j z;iXhuo5$_=NwT^2tM@;*LlVg7cXTD_@o*9~MLHh;2jDX}9tWMJYS&c!5qdZtqF1`( zkv`~g9QIH3JPbjP$NP^Vm+Ns1wCAUl>Ea?;&FKeV#kd}+f*zb81^FHZX%GJw*}O-- zhf!ZL=i@xYs_uMnjTw0#=OYz$??dT5x5fWTq_&8F$J%t>$6D%rY=+)SFDRXyn!;}h z@8bbUFFxXnNK1ZvE}+YR2Sp$EJ`@}m;eC{`zs&oXz)#HkV4sThK4Lt9_u(Tx36#(U zd5#ig)!qtSIAmhE*Lv=KGe$=%MhE*;1UlF*3v^mz%hlc3PeHpnjuL)Vv{9#jtX_uf z`*=yPKe6o5oxK|`L5jpv87joy%N2JxfZ3+S9+n&XYUM@a#KsXFzb)C<_H2P}VTT<` z8u`1nDdSzqVa9@DAxWN183wF|@5C-d<~I?jT#>+p>RKi4l92nyvJ5W!0&3^M=^HZ^ zbE%Hat6rQ&zkfgIF?Gj^exGIJM?Vr&{Ea^qr`l zeayAi6(z)d0&&lLya(AQxI_tYcq`%2DFVU$n?J|bVkPYG==u`@rIpEqxcX=ahifWp z;f!m{NpQa)Eo z`xq^2PXhDbz{NziSoB+H&yS5A)1<{4vP_d0i?F0O#x^YJEy9iHZ(M?UKQKrfZ^$No zmRAg=6o(X#25ga#;?D@}f$2vz<@Y!>g)PdM)wU#Bo*}C73D|NhU6jWyOlEW@^dapx z)ai)H`o<^~Epj)Z9@I1(15>WGpk!-Q@o20*H3~<@;QnIVN3Y-ZK?UDz8FbI{g3S(g4PbfLumrxPO)72u^iCQM% zq!H{rzgXLd0wAbF!BBPh^BuM_U=x z;t|jZZY(NnggzkD=p(o6xYM(|Yq|;~Zoy8^CGZsz!=b#7zBM$g;V_1v@jc;#Xy>VY zRV^y>00jCql!fcC_o}-xe=GG=ZtWJfM29qA%TC-yOkOB;#czbXcXq48cjO{(cr(1t zwkf3}?`v=v-6!w+yM?W8k@uc%b@-D2*waNmkZn_%D&YoXPx5}IH{`vyTiEg?FJBNL zn#Qnt^l#nj?vHv(+@BOd-1Y&hwTdzL15tH<=oY%VL*0YVwi|gLt0`=oG`!0IaPLI- z5FAEc&76X|Pwf`Ee5uRwsEFt$Q_fEBR%cJ?DQ(Xzg0|rw5>C}MRB$it7PbUwH7_p( zvt8Ze9xZ_R4fW;NFGRhCz3o$HvhC_^hfTb*I=}TqJb1|+!yv5Uf@oRU=orFe z)8Wg!9YW!C$YYE!9F!?GEDyjtD{C+0F-A1_MuWWFO$czdd^3${$J6@cF4L!J>!5>p z5_h?=qud;xE;U+}v1)mk?@xj=1B4fn%)ne}eJgs0N1hzd5ytzaztrW))%;nqx%QiS zwde%rx(A``CdB@IF)$%K6cDI9Y@ zC4A+zzWcBtZgD(zeLb?{S{0&uNZ>qyyB@WT1jvR(To%X3Hv)eZjD%UsieMmc|U6dd?O@ z$a z+%ln8__Bt&^g!+q99~^44khnhg@E($9*t{Sr%QY-Dp^tVx`GClVkr9`+PZ)qV#&&r`M8ry_Eb+0+2VDo(k4L`+3au={zqOKJFe>DVS` zAcw>T2kOb=!*t@2yiGLR-ADw#T%A1gjZY+-YtQXp^Nk3Jk&hpCeVSoFO8D1^sHh7T zfi7yAq30?oldlLFEZOo0&?m#}BFSOVq#_MpC*~5$$himlQNlA`bBVLl%_YDg3tqr- zUg|YSaKZd59JuD63^^NH=XU0M6v;NjD8ik<(546$8=b zDaKQa#i8WICn4ZGyqI%}@$`ZQR_qi5ZJ1+_=)WXWuG3yQ;a9-Q;exnZFYFHK0Z5K zZ;Y24t{KJ(?O8g(NZchR;#Q zO)s9%f%U}N#a}>|46};_dqtCr6dawHTPVZkuIP<~U%ciPPmAJ-FnK`g4xlhWm0=Jj zoIs$b7A;$76A7<3i8Q^RbeF2+T(gG#Sw=Xe-b02Cl+rgjY~5lYM5P&wmnYzSao9T3 zWHhOkYuj3r5rwMt8k~063RRzo$=C~fd5nA{2p^P4Wo|zOMfRc5F=GrllS^<5| z#C4K!56TKcPNa}-g)pwgMKYpUcpY*gMRhCH;u!$Ti4^r-bOv=zq@D=4?L3jfr}#wb zeEh^FQtZ=Xcp{Yume=ZysZy2CqRQj0dDOx5Q96y%ZxZ8h4Wi#q1LRqyxhmOQ`;Pr# z7NsLFn!$8`5@kS1xE;|Hb-^OYMNOg}uTP?MRInAAKZ70_=1@9sMN_EGyquUpDP!h- z`SS>`c+H@Olo=Es4xc`OvkoQVry?KSGK=zln@H5Hq}x;{=bB0F$8y36_98O!_V8lnR%0W&CI;vy*Eh)%XeN|Q2G}eHYz(lb= zT%H`kbM0a2du6z~saBeTJ_K|6p_wkti9&teb=08lqMKf<&D|W#H*D zz62XN=r(aU-P=-Wj6plX4IldT?}_t_0F#YUv;tqP1*4Zx)znx?HUt_78%T`f0l(m& zs0~#bfbR zJ2Bo~Y**z3^eqUOCZKWvhM7(4fo1YY2#s#kpj^J2t$o5s{n29kFXw^}0^m&3NjVop z6y}@@zL7w**@^LuVsR*W=&J}g4-X|47KCea?GBB^XN+ZjT2OcMI5!e4j3=d{O>J>> z{09_g;!Mfh|CSYmWNxHwA;QE(q`V4@jqk~T}R3^4LI{pZVNq2PMTf)(C z#944hjt;tOkE0_OF8JPs0vB>$C>t(ltB|z4gYhMSik=7+bXNo_cGA6r_XLx?8*OTS zifFh050G&e+fJ;xH|!`}ndl2=L3L$BO%^j%corhu)ywm7T&?ynT=cs^Cswz;58tPC z9BY!*HSa0V%M)RtKV@s)=*7NZPB$2wp9^S@E%$p=LG}VFJ^`M>0zX>lKu;J-pO@@o zlp1cB=I3#oX;A84f=vj$L~N1^TQ^0M7V5M zI}G66M!^JQZjTsqkbou7z)o0GvA_xiGvK*mj2UifFAiQz0UP`O{|_W&^9kI0$W zFBA)<0CO^``-M6j>-;+e8@FUMd({2GQnf*VbDePX8^VJDvQ{;4#T}oJ`@5VCdOg}y z6cpxosa~JeZA-bORGXaLCbkwOMT_e}2YlMLTVN$nv(cvA{v(JPvakX_V4Q^N4l`B? z647-#%%p$y>`X$ybcC%E!^ozkLx3RZVEB$RDFYDqfJP8%^jid?brrE3tS_${;yaOo zfKWqutD+$={sOkXSCwn6lKP+(({3g3mq{*NSUBjn)CTT?ll zTp1)Yf-bOBZ0K$-U2ra8!2nsygBD$I834<#3kWF|Rj^3#ZJd6pDzK8zs0z}*IvQ0$ z8oM*ex53OM`902rGe~}hR=hM)9$(L@f24yG&77PL&QA#yRx?;R-M+d7Jlhw7NhB*_ zlzh3nWNPInAcM5??nb~acAlCat(=4x_DAvEH&2V5IdY@w&f?RyaMPx>!+1VHbpA== zXp(ne)8h(FX$nK&yWA0&OSQcX>T~m4SXA2s04%?1>v2JQIP27zLra7Xd=o>dTW144 zl(xj{o$(cbkg|-dT!<`ZP)af@lTQq}DW3tb3|8<-zACd82YqnH&gk?c36yycjUORF z>A1rm;~j-7=;B*w)A@UzlL4{WkCoFP*53o0KyyeC(1e$sO+i%mJS)uNmp;b5 z`!2qD55T)Aed$ULbochiH-C5zUlU zS~38Z{vB>At1?@Je`ndbAW-DrIRWp;ze9IVcmK{%Tm3t05!r6KJ&%89b+Wo0(7!X3 z=HG!A;<}&wJ4)i+CCQ#fQ)7dkNDJd1w^SD`BIo%Gk4J@{(YFg{Ehbc1#(7&l~gQ14EpN(D(?!FoPt-ktZdX5=P- zoYA}s0n>~|aw90J9oD<^>0%Kfy*r--z((&57D~b7=+Exm`6fb*56emK&UQ=12EofU z5&Jq}!2nq+(p(`k@6HbanEOPG6lkh<=WU3XxOXQ`Kh?WqC7;o|lm3;vcgF_PFg|Iq z9#^EaPUz##giFi_Q5EEz5x$*3wAs6J;CW_Ybm80p0a6$4hk*0wLdB&L%6135JH6QS zxGGVa!bbCccLe5ADkngFZnm#QshkGD@+*~`-W{oZ0`JaJhEliACS>^-XM81O8Ckgy zS{tcP8+TygPLFH1_W737hY9V1?~%i126@ z#JR?x-}88QZc0|SgDsZ=v|Ic;3#d4*`{@bO_%BcPF`5<|QJOt>M}t!TUTlKVx6`Q= zwr_Vwgo~Hw%>dp_`CGg^uP0!|udscjy*T)I@i=f9D{M%Pk1iIW(j#^R05*EWuuzIHCu71Rws&l~3a&>suR=Km!NzSF z%^KU&EL9tgnH(8UClMYDkhQ9Tt8V5KI~#zxPhUyZ#(ZLiHMa8+GjXR_oP?@V%t}F{ zQ!M?f0@m2tDlv?0S~?_V)`vTjG5{gh*d9V4cGxwx4P=36XytP0!ooqnr8bxn{nlqc zVxg(lgf?h-jqRNXHLeVj{_(%DRBY&OE?3qagard+Ee~3B!7KpFuM70qk5Ux`Yi#56 zQ&oYLd`4A}{*}9b+y*n3tBQTe0`w`UV=DV<{w%-A; z{HiUdmtN|?V2$m+F_gM>HsHfjw8-iSXM6=9q%0#V7b43Ul#=w)^NArh88QHtUV1*w zS7o*cFa7c7gFum&ei`18m!9sP#$Ng^nEAJPjqRC;Y&Rn_kB9z@WOX}O4kn@8;-g2; zSYnN>c*b=8`eaWdr=DTZ%#(wuL99Q3O)&cD*)rO~*VvZbyYJ$iF9CQrr7xYyf$rWO zss9Z*fEhf~>ExJu&-C-4+kD&)Fe5$Fnr=i)Y#2`p@l0dWglGEYc!z(6p6SIxCu)4t zF?JVj($nzUNVhrprjI&D^-ZTNvTfx9rXOC#8pnrfgMQFXO5?^1`L1`YRkne)6k14- z<$l)lIrCn>hczQN0pzUaod}p_HIgGiS(&}p>a3>2t85=F77^0V^a%iL^g3gq6i$x* z?0%+iAk_G@Ea_+ZmZf5Y;N_Z(eT}eSfUFg1u9TV2`3C^ZeKJN$H0E>G`5$L zd!x%-)HFb!jr7VB|EN_m(MITJ1bA!miC3Uba0-$o$X?BO}!0<$o> zaBhGAsSEc-z8$5gwjvk)Y(^ z8OJ;F@X+1U-NVz~RkpVxvZGlL=NN--&*R~_F%{n!MKR{+)vnYJ5_b^zR&Msn|Fy=g28M zkg#BYtQBdll9_+!7y#xz6(bdz>fiYh@@?F|6Q`f*-?5U<=-)~I%H6+XgJ~F{v{+Bf z3I7cEaI-KHb3#-FIp>5wCJ=4*?_A+76E+-5U3fVH&Z7$zr%EW>9q{i=V$~e z&8OTEn9IL24)wY5rbVe-55V#(m7M+^seJ6 zxbeh?%?yC0e}|jOs>~MQ-+2!bl>9sI#XIuv&|Q1{J1RDsd(kltz0uCVvnBsLnA*c( zrRUR6@Pa%o7GAheyl@fy2$mSTMwqdWp9-Cb<`x2BzrklTgzn8JhE%KLB(F(er z2-iFPPeS?FYy6e)hyQH6oP?K?@p4M^>{Prv4KJ(kaynif!w+xr&w%@Zv4aQv)o=rc z;C&D~^&z~h!4m&DbUl-wZI&Zx%mW;RmX? zUi`dB{M;yhZWcecik}z54|L#m{F&$90YCnoaJd1FaJ_WaZ^A9Wxl8=q13v@)z2cAi z=#NM+pm#T7&zC~WVqUc9m_xtMP|)qKTq=&R!YZ*XCdBwvXl+bk0VB? zQQyWpG)W>qhKp?;$RG-rPy^ph0&cFdpV~Z99j^D6rYhnTR@vgdTD=iumVx?6obuRp zN!W2^9b~+Kb@~^{w&m$`2|G}yoF_ERs%D?|NLGmWw8^mI+0B@IYwvn8678IaXMIiy^Wy+sx`sU*DWTRGr#rPY7 z^L)nc($yxg@!_^$qck-&J~KEyS%K4gX9mO0_f5^LLd-(zCO6^fed27Qu(;l5`0TRj zsi|tMQD2KtpD%z4Jfi-&#elMI{|;W#JXQy&dl?)sT<`IgExQ(ui`-O?o%qsJzCZD* zGmdVQw>DOJOX=NolW0VAX12MgRvxX4%=&A9RMNkN(~ZDPmvKx@ccL-CfH$`|W;8a< z`VW9CfYtdR=?mnd598ej@eW%W#4+hUXy@%HzT_s24HQDxbm3>w#09iY>mkge&nnf+ z^;KSMONJX8GgDwV_FWQ8C8F&a0^@3N@Cg^ykFYlI$x|X$b9gJ&CC(&$6sw3&=az&` z=M}Ci*PRds+16UjUf9qm>v3qc_Ac;^g(c6gnnO9o^}z zK*9aUd2YsXAW_j=)qfm0Mwng#<^%X3E>T0uIKF1>q*opC%Wx2SW31HhhD(zksUWZ9 z1@kelQ7cW>N2|4o5}vh7=cap`;frcbnVjbZ#>S-oU`^+OXyAU^q(mZVw=^UfbfgWs z^euB8mQZv?0(XlOSc4f~SzFoIJN>_4e_u=b^^}Z_XVM2VNA{DO@m} z9T3m505eIsg98HFY7{xGj3s6W(gCq=vaQXhAgi{)E3q<(xyT|lP&toRLPIG3L~Mf5 zD{+`b;Q0K>`X(E|)@JE+b{|E0r{~T`afLf7TznLl0r<>5igJdwIm~@U+gwbFga(p6 ziuIzSZShgukO2=4K8hJVjY4+>n-7H#nK->PL;D=)B-&Rfow5Nl_$boFyJ#Q9$u=KF zXyqg=De0;>8z`3Is?hW*8W;@dE5ucSO%tw)kKi5t8M-R)KH;i}jUHlRwHJOCpIFU- ztKwnS2E`Clv&OQyDjvfsT5whTqopav0X|2f>1Uz7!dw+!1z_&33St~`RS+}%9Gn)- zbXUbw(q0rIf$ZpJYbX2{|Bh@F_g{PrAH>B>^=e;hl)-HY533^iC|e7|2E5iG_Ga z-U+%Z);kg5XimHn54XiTFz`p7HJ1AgwCFbqbtK3`jY;Qa>1uX|LwZ-|&f##iJ1Sfp4p##B%nk=XL)#oC zvZ8G+RzgD2NQcAaqN8nbINX{64-O888}&2_eG6<>6Fy|(bWeu%InYV8uTVN=17>hI zq>Fda4u=&+hl9z+k-moWfmkWN22F>ek-&htLVOL_G~sJ_81L}U(AR+X3135OxDXSo z{qeKN%$b|Ch(}o)6jQ4hU&B9R6)pH0{>9Q1GB#^UT8gdL8(gt0+9k>P)ZikqfGZMB%x5JVFASAgR zcEdYzJJ4ORZifg*bK-V*eOufPklQm{Zr$0SydF+nE=MR?JPXfa5a!&W;34}&8i9+K zvqPcV0?Z_<4h{uut5I;YVwte>r9Q?-LG!*w`Q@ zM~C2Nk=Zgg4uZ#68x+&27ze?Zv5FQP1Yfl@#W;NDa1i_})K{2;;JX0K-9bQ%LkQ+H)|&kZBpjTE1cS1(L6>uVu8hQ7Kc=ya1Z;7x zzsGtY7|r$f#5dV3Up59tz#CKBos4_Vjp@)!GnT%j5WD zxH>hn`tsUzIks&Y8tCi>G98umW323=U@9m4eYn_)2K% z`lzxZYY*kc_<*OBF?F#riHV4h4C*4!AzK>6`zK-(qDiYdx5G7KR-O#!vB@>^3*ghR zG_e$&6`lszY|;~koD1BM3rn$0+f7YZEU6NZCQdvUO# z12|ZS%FKuaUP@RHj~E(e+KYzi4xnKXX>%hUlwv|e@Qh*N-u7bRWgWo8Zqa}iVxv2u z9~R;}VX@c*K|Er}ct?AY@fJcxV(W|&v&s@iP8 z48D-`aj|G$NcO!XP67(1_(U|_iL43(-U{)FVAF(8eifo7_&nJ z(>xPlL`JETgXDy@Xjf-h4e#_NldM0o=C))*+vaAaaL0|E$ubs%`yIms5N>Yv&)@Ts zIRE4(h}<)JcLYo;?j_G++~6g9FpVtt^=ldmy8U|%C5gQi&jw@K>z*7b)oP`gRuG@AEe<~6?Rbu*9ma`T4)^5ggcJj0 zt=`~c0^8Q*0s!Xjo+KTP?#ThMrOO@+qlpb&{KbeOnn*4XdLT|%b$fm*U4`-M{ov;N zl${ULzdA94STHqitHLmLYRM6I;L$!EM>$h80C5ipt3c=x1fq4N(FfB>uY2vJR2c98 zca7OnX^h22$MWbXJhkbE7G|o~Bl)A@noFt+9|ygb`eC!^wO&79p{dq{emD^I!$_%7 zTD39UX9|#G)(v+d@VIVR0IzesaF3;aL$Bl8JuRM^>BR=k>i3QbaPdVDLcsw|!i52_ zmJcmz;WYp(rWO`bLz=t8?oj2eQ{$E4N@I2#mBXH?le63WpJFpqt#c->_|6Rg@0kRg67UBOX0E-EKu!WVY^y?2|mSVqH zh<%)Xs@Pk}XB7MNuZ}>mw=p{tdK-a$+xB>H*`Uz? zrSYk;l2@7>fpBP}g8(f7(R7BuZbBn4D$cu#BhrbA zEo=14RT?IbUVA}@DR^m-6x>({1=BRTj($DLG_5`K+nP?l>pM)p%|+7h#dAf!`5PR> zk49v547U>8IEJTxwUm$H=HZHsmI6B$7u+^VyxU4 z0}CG3F;NNp5jp~g%CO@rOm=A72s(db(yKK3x_Z3}Mr9faY#LjJ9bv~Rb#HWfa+vmq zEsbv}&D6bGxiMXvtb=c0vb+U7=;PznVc2_fqzn9yun`5>3Rq#aR@qdUgvmqj9AJ%? zM;qXMY*eR*#~`UHR_S>#xq#fOWUUjW8L!@`jE@HuhxK+v^#<^JyrF5_>^503f*31p zE<-=-9?oFBDy;L`QmZr?<;lLT3mP6Y4eGCYQ`LICGBl12fjx6|u;5LBfbvLB7wq+2 z8Lhy2vC3rc)HtM#*``M=MJqq*uAQ`_c)}!lfcVldJ;K74O`^SHCJ{26*&_NPf{j~5 z3-NufNdDDQwZUx3Wf1)n;lTh|i%QD`X*&SRZx9KrSnQ$Qg*_A}p{iZ26f|nr^si3M zs!2GNtrh(X_=4h5>OD4YL|LJ9wvCdzs28!k0H)7>@6JYAVh2=^-ZX2=sY&BHt<^4F znFFnR252QstKzkbFiu6hirp?Xs|FV-%7EBMb%@=`h6Bc=HeSkQbbP>BsRiUv;|3X8 z@zN;taClZX#vKs|44WDgiERRVT?AqYfoStt!)FvL6*6vo8Ul8S8>?yUQD`z8c-18u zSpuM!VXNW;c~lGI@8`Q?CD&N~JgCntJJT|j4+60KV|nWV(EY`relf$DTWb9M5GH zM6xV%*)8@`++>J7XR7YWBoZP9GU%y1%Ud)!_x~N6Kv_w6u%)`Z<*0Oq3x=^ z8WzzA!BG}GV>mlML+kP{Y!Hohu}R!TtV<4#AsRG{g)fE00b|i4hNMykBspw(u^}5{ zRWr28fw6*CX&LKOjxu7bQ@NAuh77IC&sd_-g)&w)V1^Yl=|gSND`s+^Z1N)*!MKkg zm>|nTST((h>=gt03RyUVO%n@e-i6$Te})TZc8^Rh-J+S8bt7C3UqVQcl?xV6>qnfd z6fjz!cQ`GYH%HV0mqr^)D1Z7tv4L zdxG=+oy_zWw0ti^2GCOV2Tom9rm(69r@2l~lqVbFtWQYo+&DSaSE&z=!=4u#2R#T1 zQ@j(hz{<5L2ysU5VH6Yw4mf3Ca=6?Dr*D)d%J5Fz+qe1$s%6E=PflDCK_6gb93P&U|_ZxugHH0TG%{$ ztkIaNuj=m?t01biP5prN{(7SXA?1F|nXZ)qhy9z%lXzxBc_er-phDkRV`4l^kbVaM z6eK3hJPd!*t^#BpKRXM#I5w>KRwHstLQ->7Ys}K`7KG$LIAt6T+Z(3zEh3J~*B`;H zN`I2p&@VdCpZR^Q_r);8XgO8YaQ-K;H#E@=mfs}Q$J{K#+vD>1h{T28MKpsBOQ&uZ z0w$-f90ie$+PMtxSuo}2D{4k7wR$5MCu90CvBECyD=@eNx{Jk>TtRaT01o9VvBC}u zrNzMMlY0ft83;V?DN3%OS!1c+z#s9zlIseZRfG!zV6CKan~^Q7J0F0>;!3Tppdk}4 zwyw^)f<{X9u42T9(^5?ov652wUNnp9(!bgVqaU2nnbl^4kX5Hq%0cd!@~&rkCigZ- zx#Yg)Otjo`-;47duX}X7S`usJE-jD4Gzk(*!Qd~~D#MWL8qJg}!Y}M*CIcE%`U~zt zpykzs=zoqdXGjIb!j?rpzB-1mBD3|BDTMz$gd3OoMf3qTd>^+|ZV=D7+&iz9`+tN9 z17s~SEd%{e09Z`$TU;%tj`RUq0;0*)F>;Xa5<(xRqAK)OA{vE0{i|o%8J-Eg4O%Y2 z|FkpF@(Vsr4C8{ocBoz*hkZd^1)nCEObiw#=bVQ<-zc{T2!21p zO%wbTmdXuX&L#N0gb4#=SHV9WfOSIfpCJT4PDNGltwb~me)?C>v@<*td>gb}g1^5r z(F}s0p%pUA^{}k!M`lo=S0ZNy)nWqC<}BCi-KA11I{_J_TV@Lac5%z7UTv{tB2+7C zifijDRPM!w#Fdj~h01;ISjeTD?uPo@5)mv$$?E`Ee%)kPp(1UPy@YCdDMOW8Cjuss zsfu?x;~@Yc1r7PE(}EVItunrfo-$SW8HO+JS92Mh5(4%q1e`~}263lIuQDpuz>#mm z7~%7#r_k?#aiaQEd04E7i{?Q+UAT9ESl&l|lP#6HTqh@HA#JaXVg2jHVqJ3VSBTv* z5KeL|60Q)A%`nEvkXo1vnBsLdKe5jEFM?lpY*gAhnxCGa*3(VL%{jL{)z*A1~?s!Kz#dP;H&M7`pIbBv{7RR>DZ(APm zkw}9m!-C6?K|SQjBYtMGy5?KwHjh|Ay*!9eDX=6G@0EBpZm1qiL++`csEnelHa(7fF)9h`QBoWg9?u? z80Muk&DHD=e@%PQ@YfwcgR-%biU*}w%=g8X@=Q85w-*z&;xXYe`bzFHr)fiU5E2kS&jW53O5LbD5; z$?a?-x*+LW88(2VbCY273D%6Sqf>x+&B+IJggMT~OQxgC zHG6vl#Lxf{qL5sOw7pmq%1nf>17KrR0t=-|;DpPaiSTm-9ycnJnMc2{)NeE-<(}TI znMXe*To?dr)dU|JSmx0m0a(oU*IMQgY4TPxk3NjpAsaWyCydiljZIidX^c&zf3-}_ zM6gHz)6_Q5hGA1nf?zz3`GK6N7=Vx|N&iY9T2D#p>?Xd;t}sib3-boumb&0L0BqC+ zSlF^IXnD)WH3*d{fy5@hXId&YbT?N7;0(fo0kW0_En47002b2%Ev6-?YCyl`qm=(( z@9sGLRQb1(&nW-tU%74KYlD|d=#O?LT5h4=AvW=Sp}TNsSva8!wh%%MX-ZhwvMz|H zDWz=UdpE+3YXjXTzV})xH%M(Reeg2EgaNV^nHGKUw*V}^J}_Xu}tv92hx{0q7 z6|W+{E{R4pZ>`MN;sSg-|d}qwDCWZsOY>`h7EmK-SslaEzgVPMJ&^uYwoQC(aC4324QFy2#_|lUkeNpRoOK!@!^!BL$P~Mj`{{i| z%tUIi!CuVg9^1-i3omKz9=PJ*&==*bNmjz9V#i%+9?o6Hy?_kTKXWt!cJa@snMQkF zRGBQ7YU^pc5z`0^@c1jIW9l#S>8sF3hr%c1D*-_jin1eLu zOs~eq$BhxSF${;#amQgUtK@X3&n@m_u}UrgVEL_*UMIwdOKoM6wX|M>B7|7M$uV7Hyh$gKYr;3hup z2t-9@&uF?4={N(v3dx?qritvCvyqSR&oFytF?C0mGZWK>LeM{kP@Mw>S4%=iRb$($uX&Kvw`D+45HD}CS5!5I4cNp9_u*}#FX*U=EYmruy(X$6KO*U zfxJkU%2f!MrecyAK~I@eUR0M#u*5l>PO6@ic(f*EQTa4Bh1oEgMde%E5s}L;QiuB7 z)HYX8EQjM30Osx&A%zl4;xH{LzXDN1w$(zxyj6xPw_XH{B4?-L&WH#=$k{3KTF%+& zm04RMXQy1GxhNS%2%9L$*(q1vs!$a%JN*z6lxC+7;2q6Q>8?GqQxzM{y=b8BjRxw( zsvYq{U;G8lE{$W?2>$%`h0uv;v=a#XPkcs9yo(#dHg~O8r)$IDq$Usty572(JzJN7MZ=bUl`?$I*2uT>Wmm z91oXu^ZjMw=LGl}@O$XmOV>Uu*v0=eRI+Z7-;aMS@|RQ53c8*M*E{`BLiyNh{FU&B z|7^URgqM@?a!T~b4{!3%fct^5g9rT8a04#=4`Qc2gqJl~;y;J3 zXVP^oUC*NH*>pXJuIIv4An-i;`?>h{`FQyZ0J_t^0B)hH{|J9vIPZzyF7h9Oy8-{B zSj)%oav{FE4lkdel8@uVhw*X|e!67r-P`<&v3LM4pNE1w{m)|Y=kT%~9&Ym=f!l5V zCHVe)|5NnG16cYXUOr5Je*~^~`j6uM*mVOiUOf-q9`G-PE9?w%Tz!TuDD{ zMH#$<8%UPw{*ZWQgnqjHPoP{qgqOeIy2Ag)1$_Q!tZ*9@+&N8a*l;Zyz5HF|T7236 zEq&1tP&bR8t?&aiUN3%LBz|rbKR1h?TgA_d;RpJBJO0e`?|>iwPPp6v8>?J8>o?&R z;M^sC?tz~H|6cLOee_2pOMsAD5m`(5Tquh3_|}hC?eWjY?Ublr3^uY%em5{2|%!JQ$&Y8PVF@V()!l zqq-G0F0J>ESBCnhW*TGF$(4O8R`k~^jdJf)Y53aGrf3Q#sN6pY;jKzzaIkM`W)*(g zsL|1)qaNo4Qq%KwbODTB!ud$D9$y5?mwobup3TLO<6i@u&u$2!J7ah0YUAwX-(sja zc}~fhqQ8SBSV{mVluQ7DOOxFrm5Cm2S&vsQmq%6)R42IZ}|<68`Wx3?F6w-k>*b#7=I$EAcCe9!6HuxQ`& z;fn7$Fnq+1bT}^q#7Tb+n$&@gkq&1~+oOTQfTR{3&fL8AAAp0E!HRkietc|~@HT${ z@9@vi+kBvIIMg|xW5bOws`f=tkuy6ckY2#842k>ZLMFbaH;H6u3# zq$~Oh2$)>ak~OWa=qArqjHVdft*^9N4(5>84at1Rd%e9Lu07jQ8EK5skpyGq%BC^c z>0N|T6c*MjyNp{_guNCzo3N8vq85plTBvKx3g4Y)-Mnvdfke^Zy5-#!aPU zV*Xz&6&r*#m$Uv)gard+t$%?lcjl~La#a>*J?Z0^vtFN=|2aeqnfk#}%Q*eiG;J&S zh~m05?ewpXZiU^M=-Xf##yTz5gF%#(FC{oU;Y_#ygj{3!Jp$3X)h- z?}AZJO#X3)fr--A%Ea`9M=w_D-gLb@5)EfbU9b?}J!&-8C;f@370<4tAE7yw? zr>5%V>5(e11h|25qvWA-%?pk`s@D3tE*q;(kB@jmaB7&h8NM2U@295e2nE{gMYNqeu=tVv_T|VreKP=Us$2v*cj8U2=}WVJEf!tT#5G zx!B);z-^pqj$+QccSLIB*cuW{q?OitZq=h{)NTZxs{tyAXOf1zLr^S;a zrCO~t6N#3Z<#cF#y_h&JF!)63SVb-Sf5ukD=TA{BjKBZa9V@x!Q2!0}xjEo1bEw^} zE@BR~2g7J`p_iOZ?Jlgm-!q)K^(HYl`HeF|0uWLHkpVj`fzgsK&SSz+SLdVpav+mQ zG3S!JUId&+@{Ym*fr9X0p0?stY~=$cUu%o)yPVUm0l=A9Px1|-uMob;Fa*hjIqrAl z?xPHVWx^bHIIDb8M8cep#HEC}Yw?Z}=IAba!W`wZkkf)vQINSKfB#OA^l*ll2@LKa z2@kg*VWOx5=PrZp$&>JKL$bQ&-8)9YLqrfuvcujg@gkFi=19q6rt9uWc0S@=Bd)VA z0Mp>wzZ;uCo=@EZupK4I;jQk7a!GP{BY<}s8e|AHFfO)(-Vw&m-x07vlN>(L-tK>_ z1Kp2hDuf2m<4U%R<`oj6*mEX5UvDo~zT5$<7_$*fI7?>3KR40n_|fG9!%q=GApOUrNIz#o|tSlP?0mVGuKs(tw2~dC8vAFoICyF1ch% z!>FZVqX{jykaj-Qc8IWGfUH#kT$QtwhA9B%zW$K3Z)!?IA0mbf`yizuPCqrJ!Ad?d zDRhyy^sn4g8f-8PBbyfM3Af<|&V&m<$SBfz1Y)O3X?O#2L2=`l)CR8;xG?etmYXVe zO=+;g%9_&fVM_yD#5>>;nbKfwE#a&6lm;8DT+;9wB437nW|xMYFQwuC70V)0c)ms0 zHwR|1+%7!rPie5WL5ZCen$qxJmd`lGNfDn}pGPFXbG@PB48D(G$=T$ia zWBmleAyc01cgto8tb|SL2Q2K7fednDxefulOe{N+(on`$#ph4@l!i_2Sjm;rFbws% zx!WyssOtb&{y9`yN`stD1t|@K3}=u*5*faN#HB=rui_mgGSJ=AIFaGhAP7*c!JZbIs<1D+SRx-SZ&vqhpzXxkvTMVS zktl9%k32~X|DLR_dC!iK#2|@b$zs?iK{=krpebjn?hncSN8u=gp31XXg9hFH@39HS zJcgytoLKli4SNncv!qK3Ll=N|vqEHmG%zN%M=1=u60k%HLo5&GUaTC| z0jwOrH!28}S|mU!hEiT9KZM~OCUa}ri@8Wf{SxY57ru{aSP?A#0YZ!hS@6oVzCXd4YWQ9b zQ^DQ@-be+vxf+^oK%()M3M>IXzf`Ju6XjBUx>k1u4JgaVA^iun>OYo%(=!2z)a-4T7{N<-?|ev&HDE4<1j8_oU9 zfMA)CVC@Sv?ocx`@itmPsc1PUhL#v7Du`)infsx0hZ;2|Y{Nh<74=gRgA9aLRaAyn z$Y9`X)>cU8GMZUAoy#{9h&BfUFD{m;WH9hT1ngpGb|e@$f~|_1Q~F@ws5@421p|km zJ~zje#iW`7VEIj|v|yk#u7ZOsuVFZI>rKK`xyl(K0SGC9$bg-eK$l?PD;d6Wn-Ws; zW)W~6$$M5j7?^NMC~k+emzh)H?Zx(4h6CS1#Lh5oNPa=I6~ZqWh8`IXoCKwBwDS(y zm+xHFb!mCDTq}clT#sC>WXi+~7y&+CECCLL2I<@;g8ih5*b`>Wrd0&$WCHT&O0_F1 zn^(c+hGV@`WBtodUVhs0la_BB?20<6jui)+K8e0~=UxnT{`V0P@qyp~ZKd4sd!iuh zH5X2nCd#u-L!JIZ(Aeg&V~xgCeN}&dskXJUxvyH=)L$B^_bXVLoxXpUdGqJtKYsvY z7w>>?1xdb(t$i5&TnEA445C5OMS4UMaxVdTJAlpvQ<`btNaE6u>Vd;ETpH|eMn2pE zmtYhiQ%>J>E?~fyGm221+1KX{YMEh`*BVJezB&u&fv0ht1HT)H+Ca$OfPlRLTPKdI z0j7Z0RPKk@*r7GVBmOUu4ubAm5e4MzI5R~e?|?UvB{JwKnO(sB-s*5;hTh%WWol-& zxny*Da=1~cPR^FKzKgMU`UjVQeJQ)(5WJ)80=jz|XBRv#2vXF_rSZY~%)~?)!UMyD zVjI|KFMfFG+Te_cIY>L`M{2pbNb;l|oRF-p`L{bp+JTlzmJEc$ZPblMG8*9Rud*S3 zO%g#-pv|CU^W-IH=;5!%CXj9d#gI5e;-s96TX>ej z{dWAD_ItUAfF-gN@|-3y-rnwyb)fsZMJg~7o5ulV!9i-Y>#OD!lC0QsCPufl7b`b) z0xQvIV8%-F6@eA`oMGi}+l!S~b^t4eJd@CfQ~4(4b;6e69fr9Nwik2nD;{$$_F`)4 zO8PJ{N2x1k0^+!HEzr3#bw$(mXhbz2DSzq;wo9b0JdStxXPCP3ESue+%VLR*$6^%e zMv#%s24i&VSuBYIGtlbsBHOgZQ#K4AF^PGSH8QuuESlc#6y~C!(+?R6fKGFhobunS z8M!GTU6+4Az%*}{EDE;LQz<#+z@fOP<;I#nbe@HjrU)OHN-W=lJFbuVZXuB5<~yvf!D=TGria}gI6)Yid+ppLs&5Y z*7B`ITf78-#k9pjYDjbU8pLR}!g;;JmB#EgD&JD7P0nufe~O2usmfw61*OT2rKRFn zB#Z(^+Id%TggTM7vEd>1F>B06Jt)|Hlolz`_RLt>L< zW2N8x4G!cZVOECU;Z0@Ja2%C`5 zbOg4Zx#@zI0y8(~4mF9)O$!Ecsi>a0LV8z;)C3@!d5PNo^bR>fx!Q7z0#IO>j-_yoe)>>Psn z+}PeSgO~zfu^B{0vokGoQyQSp5bSyl!(uD*=KrIf3$;2ou0(cRNHgFiyzMA16VVFm%plVSC5$?BS~+A%V$l0>njR~=%cBuBmF zJw}G#C-D-6fsJIyesGP34F2!12^2)oC06YK8@}u@;>@ZpsZ_fGcsF}RCME=C$Mz_d zY7qfTq*AqE!*iwr1Rn)xFrB0jMR#7kz)XxbjBO9PVfXU$-{MAnRtoP&RcSu=+jhXY;8Oia^?Nz)Su zIU0nWQfAIqH+~6*F<5^bZW@0i0$+}L0mMoul(6TZ4vI}Z+;foOAB@uFgxO4^whAYd0evm;@}VQf|0oYIFC z%kEgo6;>=keQu5|i%C@lVEIj|w6LNyu7V9=HZYvI^(JAe{IxSe0uWLHkpVj`fi7Xi zS1^3#HYKFw-G_klNZxVr4PlJV3T0!MRzG6ShPM@q0~ua?GZ8<-I3oE6(O3xoWEhHM zcyR&-0h8UA0k8}&a)*}6FGYkGzl6l4@Zy*8j>3y{_cRVKt_i)6jZ&k$xjYPeT1Ly^ zqcykcnGwU)iK+4O*0!7)@gGPUw+T(2;NlOH)iv+kL4u2tB$lXRcyh3A-bMgtZhv-Er+CLD$<@$LB0^`nRkZ1%7oVqE0v>#%J85(SqDb;g4N1oi3TDNF?YBB8d#nX-vDU=d>D-|G+@vZ#<~v{ zi#i$I_y7Pl22Qb1>H|)&?19rSAk?_0FBv%fXG_IKOFT#5^z(!T17vLokB0p)vHWa8jz7(xxP$eoAq>!zOLA*8s293Y6QNYnr5dfC7u=Scq-mszW?t*k8QKEX6J?AD~X^js*ZX)Ezob!g8bfApX0o4M^ncwykYY zHb;OBj}2!;$o&+k*{vKB@k~qSGhkhAm0;}=HBXHR+P=soe)EU{GV~_9`1Op;OqEgm z&=ZauJ9w~91IS&~n})+@z@{V-td;B2;|-hSAQ(k*=n<2gvx=pml$j6dPn{g$xb9BkNco0}E(J<_s*{FNTvExACH_Z@T?0yrj8%FmXaQ z<_yV77$s*c?2$nlWq@ik0(LQ^I}#ec2U`_481;$*#r9MNfWJ&6&VVe*C5Ws-xFo}XBLl$PtHOC917H~d=59EZD~bpJ z{~3u(0pP#j9R+~t?r9tV4wiooHclKwZ)K%1JyNcBPgZL~J>Fz>c(}(~)YDfM7y(~K0!zp@^m8lk$4v$OD@@ZJokT?B zy*J`L`|?o@-u|f8Bi9+n-UxAW1*C0UTgMP^#RzI_8Hl3t>h!KM;BpC|LP!gi|Lr0=~){b!=RR`XUV?(6S1se7HI<^ zBV@l9Tz@Z*8$=O>#Af>E;hZN;$RSErYIvnu*@Ks-rz#NA9-8q=lU{ioQr~N_WGt-~ zXkprPsk>O%@FBIp0P(+YW+t=%78b7sMiHuA3yfJRHjqD;78oHc7$9pAY0&~T0M>pj z5bTm4r=O|?tmHFlf%LCV)oXzkq=2ajTSd9l#5!kc26lONHL>&MvAoG$#I%ACpiXL( zzbEXQqw!d7R4T-k?ayPewxOMQEFZOW-bMWcSeJP$)*cB*M;~`|*uKamey=44$j}>A z{4%scCNTUatF0gdV>qeE85nz9m>ca)VE9?FOeJSkKSsbVv#O3HFf8yD`$3<;un1p^ z91?sAV_?o)HpG0WudtcKUH~k=4Uv|>AmoSMEE5{Ir&Z;WA`%*=khql4a2?)JLId4BjT0I!2|eRms)Iw-k(oi^mL9CZ zxvTFGJ1vBA@-b!(RbR5m2Y+eE7680QI``~NxmYm zBA+v?{JOnZ`9%k?V%Qcv6cH6eDX$Z@4DT?^?S8HE80n&976bT#m5ht6C^eQLS0a6w zn4?^YR{_g$pL#H#l(`a`wnrnX0ZI9DC9qv0SK?IU9Q-rPm3XGjBGhaU5F3ugZ2M+} z9ocJ6DHE#_DHB_&y=ayO*%IECN@L7J+q4%}MNUINDiM$t9@;#Bm|(5RAXqJJ2e1>E zl!Bb6GYrgGj>ToH8GPPpFg&%Ee;|L-Cvgb^J`+tK$;qJX+L~iAmcB1QkRC)!80%vt zSiTr+7*H!WrfZYH`r-``iSco7sN5y&UH}X;v*2>PB~7Ch({-{~oXcQ}4}gtH8dxax z2d8xQB#m1UYTQswCTYCbQn7)>a=BJ-CM*~rYnhi1B`itfE&%54S|#nDnxt_NA|{@s z5vQLTp0$#X3>saMM*3G*q3bWPp+G@m!gRi^Ert!%v9=SXS%D%gu;18qifDLxPPAPIKfi6b-ETmUr7SZQ+wmP}Xb!2;^81`uMR zw6!uZJ%Oo>*YO_y*;UE%RtajCX>!;&`vW-#gKwh87}#XaYg(As#V`d=eQj zGAX!9aFL$?ol+4!B+yCqCh|nE&{S(e5goQ_YGxI#HD9&yMp&j>ncUPDB3*6_pu}MP zuVM{xrL-jch6gpjZfS|3|8dQn>MR=h6PxWQP(dMRt$i(tZq?E-v?kZ#k7zb z(%ijP9xZQ$6;#8O#_TpK-%_eg&TjL6ih2L4UfN4RX}C|-WB4)+-cm>HD(n_U+Id%T zggTM7<3({dI+d3k8?;zthzsm?TcK4 z@<*H{Bp+^3Fz!XEH`nWnCiDbt;*U4Wk@e{d!UV$&Swxm zIlxqvIpSFu&`nU+4g z?(6PYiBGhg&GRoqeQtpj+e{09#b#O=&GWSEIyuqWQ%tnJ$Z+P?o4}Nkc~W0+Mo0ic zN+2>|rzOxOyKdJBvtrIAc?%G59?3hLW!Lf0OXR~5BaZ!5=Dazm*#1gh*&hIBVmHYv zh_XU>CBv{IbLvh9g>M?FGXR!3bvzWO@Q;eIbEG;k z2>X{eO0}6NAt}mwP;=*^GX&bOVbB#w7B|;vo(+R8OIFu>*^ZGt7m&k}Ft;Zs9Cu5r zg-pkdCc7O4@eMjXpPEc<0_f-x;_M>!SdMec}lNmSVi;N6AGtC9lf~oD#j24KYRLXd*M@VH{WS)N(R%Wve{;1@c`e_v`#pspd_T zOZDkmS(%dLgvBK4cdScfI7ehLjOW_8XncN)GqWAk77}#)HS09cac*|g*?lt3PPuU} zJyS~%FwKu83xl=L)=aPEiA=98l@Z8cgc*W2R<3LsYlKM{g5x8ePHw5uO2*c4#o|tS zn~ws(VVowBD1n7i0dR^X5+z!WrmsS%ahF{(ntq0*VuP6Ga@UG8G^hvpt;!K zT}81$hE~WR?;%-RA;Sh}N#+b2EFutX4)XpODlxG~25FS0^pgnK#gy(ykau1cS{1h# z^+DcU@HMw_E|=B#7b3L_zAaYcGobPLt;VzzmAOKd0E<$`J2b0Gx^0B&Q(4 z3gMItgN_XGa^DKKt^I@c<=YB$T?)zZwesXJY+TOtS-gM|V5C?A90(24`Gf@HN#(F7 zxCEM}Jx7(zNFg(_RJ*dWc@;Q1#(Jm5`j?-){IumKE#ElU6?IY_B@Q-y5`FQ`y%_5J z7a}6!L%;#rN_m>|4FzGZxp1;HQJ!rY>hvFi#`?e92>j>|V3g?{_&3c@XRrki!=LLQ zDDN^-#C0oa1xcK}1n6l1oe8G2y=zJQ_)$FrZovJ`$Xi?B5;UC*Gkw#!&;YN^D1vfk zU!OOqCGaY5tkIaNuj=nF)wWhP_f>0~`b$IgeueoWJ~|8Nal>r4e-8X^m~AeojI5X~ z`RCDJTrnec0iw#r@b*RGZKQJZ*w(5KaIh6|LhhOm`gg$ny7_kL%cRd_S_pU8tD{K~ zX(1m%j-j-W2k?&4Lg=nNX(6g=Za!mlv|gF$6~PRZkU?p1mJ^g-C8EviyQAZcdb{aYr}9N27x%}?SkhHf!}rW{6pzyI$(+8piTZ^@Myq4 zoUZR*01u9U+h7Blqv+|0@Y;ZXG~FLV*JJ5=99@^f)$hj3@o)jIS|)x@fS&=shpxSJ z?Zbjy{7*wA>lXR__}3zTITfv->xpo^)BhxtkG;lU34i#{#>+`~ITAIG#XVLX+x}HPVbKxow zcpm-zT>SfdynF@#-RWNdx6svpgg-8v_rz}(`47R}fd5gfBpp6Hh^M!0)`DA2dZ-29}*vp z&`-Dj2^6u1@bZijTy}%Yv_Bdv+(rd=PLp;+Ek`duiENB7`wQ^$W(4qeaGCZS0{&+4 zvlV`z!PkqQ7m1%6#m~*+=T`CaV)y}c+>Sr<{5#;szY{LdO(gNU`SsgpFP-(9@Ce}b z0_QgOtk2XN<%z+Ga=l*KRGz(WHnzQzdHeEH&zZ)hgQZ5<3l|Z3kZQH5-0*M&UgaI7 z)zL>O2JRVYV197(YqfxWaP#Yw^$|}Z_PCzN9WW%z;D<;NCzF6ES!ymCFK;f7&#s%_ zTu8^pHWywnaNhda=ECs`oXN9pAE}IRC=ayG6W9%^myf-w;kOSq=`KOYd*EllzgPTm zAN>&_0=WJqKze^E5L-*xK0`sbzmk`PO1qAyRw`z((Dr>n5i^VzPla@uk9TNi|y zTY;a2Nx;oh?1^q8)!}-7X{ypsgHzDlzFNHzq@=-UlGvz!@nzIsg>j>&tgiJrW&QeALkPHV*l##(c6c@nAyhT0G;DIU8^ zR~u&>{}w~d-TocCq`5c5f5Y=3@z{j)3{Qa|h2VR{(W0oHQ{2g(C&P1PvbyH2bHpH_ z3;~iuUID&%RG~pDf%Ef{y-JgvJPDi{B>LxK6UeO8?Q6I@uGfV_Mv;laSxa{!H<2H{ z^SFWtUP>V#@rbFBtKCuIlA?JffOj0w-VOcm-vgIml-iDe(e89C-FbDvU?F~Hn~Px6h|0*Ue?A~iy2#PM2pB`= z)oI!u$+H1TZh3Vk3(uw5dr?hSZ{e};K=i*Ov!?4A}Adco1l@k_Fw z&|m>=)_OAC(a#0@7dK~ty5Mj**zhIHEjsV)3%oiE#A?c1OJ6XNcpGaT9~SfYt#+g# zL=fW5tfxSTxygq6IBQ03gv&s}M-edj-6RhpzrDod&ow!EyIaqR>7`94x?vL{+Jguq z5%SnAV9-XTG@jhjFPRG0+CcWrVo@if@?QnOfGHX`63K8_Cq9=4_`;wra|CUuTv|7Zwh%A$7qq z0NAJtu&`xaun+DaHauRc*H>*MT*)1Kl>9UQ41^ok28-we&Xa2_l^eR8OCPKvOc)?* zxs%&)Odp&N!1C*Z04)L0NvxjpoIaXS6(=rH|mEs}os%oY9A&EBl!qY+sh!_&XeCA6o1wY1gYijCzq zxVgsiBb~`@7|S!XLZ(xGA*)3pQ*>}Dk}0Hp9n4jPN%x>IO4@rO-B;b^Sv&3pWRP>Q zFCk!;xtN+LLuxX#2tE(Kh*+?t+47L|6KqD@tVj+?KXXSxE~DZ{P@kK(&|*~l4uIu1 zD$<6eC4wXWjbX~I4*`Qnv;7HYGz1`|kRgwCTF6{7CZAa|+sZCRWkR?PMZkH4i>7WZ z`_xk3W`jdtvAvcYa{>U)#B`El5OIZYOos7AW=?WH9QUVW04%ehxTjU+kRr06u0Y~a z7Sxq^M_EvGmpu!LqS!Q(rvNmvb>!FHDFUMVfFRY|91)#FY)3wH&N2p7k|!eSC#!4T zHun)xNRl9@7e*7+kmy3BLKsFAj!f~0DW@Bf9gCRFh{x=Qy=n01zX+QUb>nNm?s3be zb3xJj+)?2Y6ule3yJ>3~y$c4s?NLzlr39>9LD6@$7ZYzQ9uqF3ghZ=hvypTroui=W zO@KIV`v#05gQA+YNAheyQvRSQwo3#>zlC@BXBZUSmBs>1R5T{_!kFHKpGF!T6k6+1 z(PI)((Rx}~w6#x|s{9^nU`s=eZE8q%91iX~)IcI=@g3GxpvBw-Mt{wkksIT3GX6^h zO!EcFhM=6ELV?je>v3tyjXD_&=>oujDScoR3#AP6TC)d6k3y(+pT#kjij8K>c5tFJ zcbS@*Z8~r2>k$?VkhN0J^)?HH^Z_t;p9QJf)WGP^kkiSy3Id~X`l(J;EBTCp(e$s} z0;4u~h9OLg@nCEuJxkN6#m+f(nEBdJsQY-mL@2Z1&`WLzgY5G^$BBVCBxd!zsoylz&)HAd~Mo8ypZH08jt$79(JnNtqfU-AhS73!R_cd8~{hu~lhS#?kIL$z^36 z0rk205-nCnF97R=l@SC@4`aBBrjn|?!CxzCDtRte9;ar~-gqu+AFtTJ-??acHq=)b zEuRO#^3yWS-mp_rwLIEG$x1pUukA1;Hx)_A>A9z*YJ=DanPK#l6Z3Rv(3a_Abin?u`<=dp*;7r1n?Goc8Z87Vna0-%AXafpn5* zk#vRdYzEw z=W5?p5|MNg){Vw@0}jdlIlj?#JRl zs*U(byg+z~o-%y&wHF`DI)RTsxrO-XPB6?OdLt|sAS@>=6?0*si|tMF<74{ z)f(4LS8-#YZGlLvgxFfVu`bq1s(fVwX2>W?*O*0T6dgJ^Q5~5cSNG(>p-FDCunQ22 zJB9+x%6uYC%iEt%gzXafMEBqw{u$;I?UxuTbz3gPMkB!>KVkL(IGtKgE;{dAX;9%L ziIfK3fWGZTv&ySZm20I&wdQTIP73m^G3>Wov2KfCL79TKScp$8sQa) zEH|6WrVD7ULkUVds3j#xdmrmHkXCgIFI%f2747Z0YUBEi-dL$lbK22r4R#n3W>>cu z4EEQ3$@Se^Snb@-^)K0#=d$h=)f!eL>Y2Zu1AUJLsKI!)5pq2=L*NQq8+u&#;5}!Y zWb2iSVhq$t#7X{}v1eo^2I(jX>g})K?AZ0*YVYd$^u*u`r>?ufyIA~`2B)sMdZe@o zycJ$)@H$1hTKqKku+0H&1}wHZ*i~$EF*^X;@|A{QTfTwju9MX* zwbIn=w!~<&ACiQ;HWDL26h46wm7m{u`B^Enu>XH+sO? zl?J?8feq+9*gJ6=_Ka!tbzKB|$OJE4J-)eIYj{^r)hpiBu$Ahj@$yD*s7wN(QDR-N zIudGR_1DUc>Dr`d!FAK1>MD(yki7#rg8UzAi#hjy)585mk-Au}q!-c9i#gEmTY%;g zDQs;hQit0x&fDYE$-^wv3Q;XI$$lDw@```e2}GP-1P?KdWW!fM8fiDfc%o{go~y@6 zP(rC830i;6wVnp|iehs6G_Id^+dSv`X%7Q_<|a4zNI*z|#*Pd_KMMhqYL-?cN_aar zOXI$xJ!dZBp55(z+@dVD3ACg zXQ~Buu*@SqkwCPZN8G#&6$H5KEsCL59+@77GjvCAU%B)Tq)9iT`mjBNr%#3c!ZfrX}83sD$vzzWh8#+xkdF!Vl`!uWea ziUG2#!gvn=>!iZiPbiEyVO51;rK?e4q<^)BDGYZ}VT#38T`t9Phck6^E0#lqJB#ht zNRKS`MXP@E@3{+ymW30l;oF2KG2=<71}tn@HME?l{$B_+t`CxlW52OfY>?Poy5N_D z1p{O)A}z+lUjSHsU7$}KlP1FfLIcF(XRoDt>BQ#p)4v^g_*^%k?_yNF3Z200~Mg@9eAgsRJK@o;qlcE;Qq znp_DJWxv>*CV1C8nYkRB6W2u%cs5MEz#SdA^wFhIpIeaIqK`HLu>ATcLQFtXxjm%R zNe2s^G{CUs){g)>xw&bEu+AA30SGB{$a9?*I+ujTmoR+sz(+1&docpeBWyG|jD-ok z&86{abz5}POH6`ZRcs$6f80;R&44D!ABd(x_#?yUB9jMsu!3_z2Ea0TkOyp4ekdY& z@KZ=!N*;U^?{TFKrhLxNAZ+J@ zI)IZoHOJxlWS*koz2gpng2d;teglcs>2_N)zOG=kbCcJYp0Zxf=4n__Grk5bKn;Vi z*25Rbwaoa!)`nqMTgI2IR|fgFH6Y?8{{`4H8ry@6uLSkf{E8N{x0nZ{#czc82rk+J z4V#mUFNu*L<12v?m7jmD%bzNF;}uBj3gUZ|`!x)SU@qBT-RlQe^mywBPwero9;rg6 z*!sb1kB{=dLhxWp@jTahPgiMjB&)7xke%Rw0v@2;W)Ur;yr!j--D?4w zOJ1?Hp}abzlR0(rnE{XJ$sbwDq^J(izQi&7rcNNEJ4`7{V@uvPC&Uz)XZJuSkWze} zoef_FjRQfRT|(=r z8XE2ku_{esHCu0g>|xxCwIuw8EB6E4F_A06wJ+4?=6>L_ZkDd+0WkLn7fqC7>3Rp7 zup69p?#qyuv^)0|T7=PC-G9f4-dR#IPgRMmPsv=>VH%%YB#qB0gvMzpnO4H8o48o% zD(0rgb16&zLYKsu{#7?-WVED6nfkK<&T64h(Dsj{{xWD#nb!F`p+WC8ov*7->~`F= z&KY;Hv-tz$ATv$!Wysya!j=b_EK28PSV4Sb(JP(1E$uKcNUnk9rGyj%WG!AT1Iw!c zSpI>fb)~bv7)|1YRg=1`bS0&uQz7YJ6`Iy*t1g#fsX0?OaO0_pB||G@BG|99syCT) zfM$8loP+NR4cXp9{J!NbzFHv*$ROt>Uq`?$^Ac6zM+r%x5>gNHb4mpJ1vZCivoOz$ zjhMf3M@KGg_H(GOFf;kT0a$)*7U4Z0sm>}sNa(R2Gi&;`f%ZQc`wj&U59$_=(crlSNy~HGFWwCvf{IMJWXJRqQABd(x_#?yU zA``*5H;=mqG60r|U_73y@_O!@$5U= zX)x~JicO%vwJs@b|DcPE^}JFcjUMvS=|rd-Nq!D z7ZnWR+kqj3HFYlmOC+5wM1eITgO?H}#3P1=_qP`f@96*<7Lmp>;z21E6J_xU!^A(f z7ZaZ?9uqDmf#fbj)?K>v7M*o>xPEsvG2Y4j)ousGaYs!cA2RPw)AmTw8IY7e?+)7~ z^6q|zclc+RcNgll*kG;OU@fK`g`7_yplFDMF`@OeyJcrrCut8ALf>Wx6+uib(3f7L z>J7mjM#5}}LTbW&=<*?xm;YgnZD~BW`3K0Hr-{lq0v2P2K+7LlO@J0tptj9R#CH_Yd_3J45YiNckUJg#H!SU3@1H%AVaVsqjik%jm^ zk7pe3j*DFGkYk}fxABzg3>Gz93BcUlAtdIpsG-10pp2w1M6z#?t9K+r6_AyNpk35h zA%Bf?S0XkXUvdp(H`8(*RvxG20(hO1@?zFLUa`?k%yI1F1yEmMq`U%v z;Gm6=hS4ZhF_ItbSmrZD!i_hI!!nMDl zb`v5LJ!Rw4?a)3sh_=MeHuN6|P0e zaDEMcbwk4FisR`K925Z$Mn~(Fi9WdRj!(qtg<$B8UP?|4yK&#aG9Ec`Jey643QF}l z?ob$kS?yibfujTELWbuOYtWwmaAXk6aE$at$qc6^SY>V4w*m) zbwvXjk^KKKS_DRgxCo}c52VGMj&}+$w0^5=IiCo0%rbbj6*)N|llqaaOl~6!DU2D? zM(EwaA;saApR;AH)Q`Q>ek+?oL!W+ z_IS(Sgqz09RC)Co!{eZ5yrn_-Z0VXdI1xYPuH5rD5g$%g*Suqn9l-$=EDKs`=P@9Z zGFpZoveEKO$sR^iXQT0#-AAZFsQ<6n1f!2|Sr&FvkH1(%EF0nDaV~95rC7L##3u|{ zPr4(^#b@{f0PkiPC$#W(=$R1u?-8(s&u|e*tr-)%SYSdtW0?3$dol5+4q#&bG7}d3 z`Llq<_@oKmW!*pUMP`j^kQx_8*cZUJn-LB&C~Xr`nyDWUvl!oE`0H&i{*Esme=ZX@ zDU}9aYq}PkBVX%RK<>ETB(UzJuT|6bXuvQaDZj53+a-Lhe~p}je}=x+-9oEGv#vQd zvIwR4F@%%N!Fu+kv_(4{&Ig;o!=}QxX0S9q?pu`Ch;o(At67H$$m0+)U zuMUTZRYohYpD3wN#q(MSL?%`nGl-SWlnjU-xny@Vn@13H1M4jq(I&TWw}W4}>ylEf zG=WEsKzuzu1jGv%(x+K7a{C*kSGb0N$tx`R7={J2SGZ}&nC@*aWp_B*5qKJ)Crt^3BT(; zF(*3V$n1H2Gs2B?&?5SP8xn7|RBkXNa=FppNSH7{)=r4|aKPN?{{X<;eXpd!V{Y^S zErHIFe)LI14NVIIKRTnL>OFU&V%&QU$F-Vi_<3wYoQBB_OTU1xL_-Q^9|N9qQSft6 zpPOxHq2Sj5SbhrXH!QW&Pd(q-iGBy86poY{rBxe2JDqXv_;>}*Ua7A!6Y^&XLc)h! z6#p|HAs0{0^kS0?ex-oDzZe}2_md*&_y;N-f8Ll*D?<6{JDb*(7 zB%PmPGgLub65=tr>di_^HU42GCFx*wWkdQGx|I#-U%`<%aLlr0$YKMz4W7ZW)oRSR z^+a)-ZO)_)K**&FcMyoy$MF-$;PiTXJw$={15DB_W0m1COb3`6FAal{il(Y<;1)A~ zrU3&70>fPI4bD2yhB-NK9}j@Tfm_D{SZ-3jVz@u5h5oa?*g)pug5#(!h9SX*4wVZs zv_dXmxh*R%$`~TrrA9Zqts~cgeJV`%s$l2V7qGbG(vMh}A_MxRL0&?@E(W=prm-I~ zBZyotIA=YPqZ3J=U{~!Mj6bJ~?H$eWNK4hS@~7ksL{K4|k%7f!beYc!xkZ)%unawM z?}5q*MP$+c9TJy9Pk)bh6ndh&LPJlHzhH#E=tJVK;bk08v7k%hax($Qj|9z1&|NY78<~*4_ zNft{;YG2*k@rjl01*Z2tlSDzp#|EvQXNOe{#{ExY6O4hXK9RN2DpQ8urDU2rPux~x zRlJnUX-!)9x81Sj5}^17fOngOCYXDB#N1yYV2Mc8J_$^QC`;u1TV5puY04RI{a1Uj z^`9NU)&W}07hS68&XK0nf zVeUbz)Wh5t;t<0dCLS@29haeP`HyrLO?EMQQsp!oFhd|LUCYivfOVLjL9+( zrfGXLAQ_O9KM;oP5`nPGk)iO zOhmA-P)aZ-SR#Vea_r;p5Ng~+PsTo8Z>iY8DY;@FuO%!PAZvM$>u?smdM5yLkA0BZ zjYY5Yv5zrCOgwfKr=RNmwvvx1u5*2+e?{JJ8?!U5YlCMP&a@a$c)xFRCR)P#eKUb* z-TVEy#MB{-Xop)MUIk&l4Lu(FQ$)GfdQ+uJ4YdO`I zjPg6`T@7^X1?~t)3z-@N*LvWTfQ*q5+TF5V9}Uh0gBYNXwXiaGZ%-R~xavW7iO55V`__&FDG_ksG{ z{2vzL9s$7e6W3u6(-!G1j8Y_beJCNGEt?Uis3c695vO&SdM6c0y|W9UUYZ%95zGZJ ze(?;3PDP^lS;y*WZu$Y>fKNz^YTtT%EmcC`d2UAk<43WlG@syYyR;yXG1La{NtZh=epOuehT+)FOBnE@Yhay z)u14pFL+_-64P`_Q&ZzJcmwl`E?hUK^UuNSkHf>p!TJ)$e=#r+kE60*R!wlD5@M(%%(H*@ZVV$}SQu z;i;tQq)prR+Dce8pVUfM?dX~Qh0ddv{?(gz3VqGAtgTbIhSiTcb6xIXbvIhFh)Jzs zxHajgUqtVO9hYIbsp4D&Igu*P&~}+$D*UV& zS|RgGZ^&wG$t*$)6XnbztPlu?Wna4okxbmkfHMy(VJtLmp=1U!$T(RA0lUP>)I8H@ zTngSf)xxlHyE|6mW{vaccMH^4m@DpX02Z@r+CKX2C46i*Fr2yd zCQv{!kN0|Kgaja@1R?`=S^`}%ydPxv${oItlJ`LboJaBwx*P&QmPwQtkc@9JNqVf< zUP=!643Rg3ijo|Hh$@6bG7L5{)B6fg^97EjGSi#q#HbumM5gyIk+_uU{VTkqOmDh- z8fSW6luVErgxtEp+DN!1S{P!DWqcd9v1mii_u^a3+-4A_JbMo%FhFv<*p(W&+9=I4e!0Wj%t(dJaC)~F1Rmp#}3WqKGkK^ZAe z)+>!DyaFMVQo8M57*r;4ce8Hho)OVp0p~$GfyE){+++vt7};7$CdG|Gp2v-2G&v+*5O>Ux$bx%R1QiCr&>#Pr^z*W1d9%S8ln}Hh6|X zQ;YG0FYhDHL<>MjpZ)^`qV?SAClYgPm)vRE;tF%78(XSgy?ottc@hpSGbB-Wg)d-6 zL!(rg6gdg7=?I>5Mo@6*)u&bWU|u!lT?cv95ircdSNg8=0cO&{uWa{^gJb1MMLFPi$~O)H_2Y1N&S%zIR_8YJ`O z9j5JFMbh@Qh0u0KmCO&RBuq-?gB_;c2a2TLBZW{egJdSss;z>lO$jFhFMF7R>(}G4`iJ?$tX8EU2;ab|4vN5THoo8Y&%sb%VfN2)04%@#la_}o zEuk)9mhR7R=GL2ldt{!;KF$aUKu8Hh2JEy1x@00<%<$Ecjoq5$U5J45NZwhPiPU1) z0(~TxnOA-Y*J%*|nbx|dSlmgzyNZ~`FvYQQXt(}L2zsPsYzb;0Rs7txPU zLSxqmjW|Dfc$$9zJ|h?PE^aEaxof>TT^oiJV*+u|+r{B-hrsW;dH$jFGaV?wA5Hhi(Dhil9!J-uaP_E<>P|3PQen0-T$X`xHE9iP6T<`Qh3FTw2@mInh{3DezKfK951MUaL4j%AV!wnpB_d)E`hw!onOZ?~1^-Q|1rR!OAJ)5rQ z{D1b|1Wt~lx*wNpohu99fDcSt25V*Sj8*v4(?ZL;<8T)zs zV=w<0;~xe7aUU(6dvU4Tg+T?yi2!iI^C~sH~9U7{Npe_(8cZi;|~7uLjG|l z|9A=ico{x0fxGBqo_#ky?0axIid?lDXY3ZfqMdvB$7}F0Y~RQKxS##uxtB1zyJ_Yt zL5_joFaIFJoZ?2WJt*F3E$0WJHmrIB8FykdzI0EJCm$ndumOF5zLD_sLKhMU16o*| z1$;Q%aBHJJ60cCn*H@d>;%Z?oIaH2u0_DIsY*|@8V-KIQ(QFh;#RiUY^pY>R2#$I{ z0Kpf+BTWMWCQ=EGt!e#qbB)U3)ojkC;@IlybYrqo9?T64tVVnU1y1A-m=ji=17o#= z*wrH=MdYWBjO6Gr2f&LRPfxo(0?gdN!YEV#hO>HbW(49raK<<|)4d9ORnlcpqb1c>ebq9HI%1WKFzRf&_H!AlYcY0YJ)vr~5X)R)C) z!9T&Eqt6(26rt~UjCdKEkEd|?v3gEp-|`w;%o+=YnFfx94Ar0YPmJW=Md?(?l?i4a zqyFqgU6}n+k16?t@?D9l7SJ>9Z7!JjPr~B3DgiKJkiz90dm$7Ji35{M1n){Psu(D8 zMwP5Y@GS|(mcB$VAF^yeiT08$*hg*GRI|17mQ3*3e8eTUvU-E)SC4#R0BP1yb*ie*FF{t%t)L<4i;X^E!jPdA?S zNkK^$6+s)2C|u?GCu+=7t084NkD$HWs}Ib3^-3%DmPc5T#6F`uLcuw!aK{O*qX0b>ZVw+u=xT39|+g=O{c@7)ELn&EKeaD>cmAr9S;aRd^zW$7TyU zKep`SXc&-U8cjGnR?};W@K|a!sAPw?$iJrPSgBj536Et^P_!KBGZs0&5LfmcG?rlV zhNj#;JeHnf8owJJ%SO)e7YdK1hdtgct~dTh)P6Tng#N9V;jxUI}(& z)koOW;~>pxA`l+Sn&><{_BK*}sRYRuX1`NyF7jfaig@vMiv^oj>sGT+aRi=IetE(w zTPW96spWcZnyfTS1%#v;rg0E&(b>?|W`i0kR~>sbSFpy-W~nh!L&Ygqp$*qM=}Zwn z?JhMo6M)WV9H*dRmvKaq5#865(M_`eM6t-0b_`#V&KEgnbTkqLqkge3#wE{=d`j&2 zV$I|eK;1t#R68SXmgdBv=-x=R{FX8TNH80D`6U=dAkHHx6YzKYNP9@T+sFCH?8bRK zKU<>m)u-oC!*SFn*>!y?3xA@j>U~r$9eV~`y!VEbgct$nRT@=5O?Y5p-u!v=uN4)E zUW*T$RN)?F^cT+=rO_DfKx64O24y5Vh?DCKP8~g4fR)R{Pm*KO#m6M|L9Qv(adOlQ zbsj)#E3Ey!P8grqv4Y>E!sTnxUuL-ceKeLHmx=(%4lya0hMpZvexyAnKh|YTeke;! z{>9v5QZ9z5Lu3Lm>g&=Iu>t4k(!LlaDbj5*8YfumXBeMKAyse{ogLzf&!14kX~gFS z3f8KdQ`HiT3-|ny*iN#QeHiyrAjGH-&}wtoREr&5r#Q;qF>*JZ^UEL&(tV-al1^K-UW4t}gXs z0vdLQ;o{M=LQ16B)sH}fJxoK`f`zmrYFGapzN;TWmhOCKXLH|*512SLq)ap)PY2g* zMDAyeg*NvWGN8F&3LT0o-Dcht=Qn{wj?OM5rn>-%6k!ezB$$1SJ@os!F#GJn9NwJ( z7%{>e9%jIZeG>A=6O1Ybikwj;3v>8Fg0ZC!bKpacqn)+oF3B2GggLYq19KMU@Ejma zbX|qQ93n>V$xH>9G6-{^f$=bhU(q-E(+zVtSEUj}g**hrE#EEQM9p~$KHOuShdiuN zg*>kI*YVfHRYSR-a(4jwD(E0n7tI)9L>Na}CO)|RaFL@DRp*@U_UEN!# zRlTeG8coMab0bBd!&M9lik2gpfyn!XK!;suEWWFoaqG5$4$BBI%m{J<9fJ6i10A&J z<9fXD*q!%F2PU?ED_)?3u04eqjD&b7(Bb0PNDBozT*R8_Jka54W-7V0zr2mTRTTR` z-b(*qX@1->opQ|TY`Mpj`5}Da$c0V~trrpvc!F45m2pVefrifuZs*Wolo1MgqMNE- zL%blye&%bb-5@uJ+QyvGbgr0ks;#frFi0p`j-*ZvKX@}5OV1Bf+n7E_a0+S(Sd=#} zV_~slj{YGThvCi3k8~M>AIK7epUwn>(VLfg{K;FEvxC3?*B*a=-(~!LGfVvaV6N~d zZ&Yg0$K#Y%i7Ht8H=?4<+P}53Q*kAjQo43i$?`+7(VbeBKmLLi&$~x0g5$`lkl=p` z8g`9Rl;uginM6)qu zz@0{iJhNkNH;)o2_`%*1tF_-ky$8{`fSwnXn70Ze6uVY1omAL-2>oS-&3B=(^w{K3 zaU}0wQa&PEq`vk)i^%NQj{A&^%dj2y*)F5<(JWE4G9MS~a@jG7$A;JCa(X15Q!o{aU5frPW3f*`W9eCJs&yHvqpMq% z3A9{4;$a8~C#Lx7_{13LRCOlqYqwWX!)dhJ%Ohiou?;<9_R*ml zBV()lvo$KUv0}q4MQ=){YDsXa+>|Y}d`i0k4aZxfAxa~FXF_QSmW&@;Ebd>6`eTBI z{n%nLra`8xEMklAAmp;x;-mD9#TK(~vlCk^L&K>X*YB3;kZV3l1v5;ss0k+rx9B5_ zX%Se=0)f--=Mp4oqK{rc`reOt<;C<8wpG=@=RfG>*TLr^zo5! z!*Po~^6|DQ`Z&1F#Bo)PO1Ws34IEw7L>=a0rEDB5n#La9LjO(8+nWc9bet94_BYmf z%vhop1R#DYJl8ZpWMY{xk!{&X4ve;CBONMn;^(>FNJJ*cc2>(qioJ<68KZ3ETODe! zMs6$AisOxuLZvxYvPQ_Xyj7a+0JQ{G&v=nV;v#m+PC6WlQHeievgW_CgH8U~Ws8EbD#Fsc|U z*BOf*U5r*JBW!Gb)+r7I7P11fKh&0JU=yj4wUe@nO#{ z*_{&fU$~G6liOnFG4}~aZo0n;z#2>dtQaJ=8qHHclT?!u1?+{8Be|gcmIR}UL1NCR zWD;923=oL}<39-y+nr!+>B)-^d3MQbS->IYf+0*@q`9%0PIdPgM{@eV3-Fpu0IwJn zR!Bx+2NR4c28B7Jk}0g6X7;iKqe@R(e6X`iTiMm7cqjpkV$jor$>`}_2}Tuzo}5w1 z^wb&0`e=f&rKc)Bk5S!0UY6zyHGS=Xj`ntTL@<3;E0@fq&~j(>xb(T`51y+|jl z!#{x|V(^~3S^=e)r78H>W`q+sXkffF#Se+3=ufva#YJuX^HDV_0xoa9rS(nf!Q1$R z=FoYKignkrjii2mBgxQgLf&@mjn{A8Bh{%$)`TGKewtvdb#xHN<7oSaqw>cBB!J4f zsabJSD@ak|wq=5?bU&2scQij1%H~rs>AEjpE;#l4vm#rH8@-*UulHfE#po>;%v#Ny z_LA1wfv*N`VFQ&a?pp^drGu77+u=m@PIhIUmMz@;B=vL9Fqs6jlO9S^rJH^@E~vKK@~@ik57ishV&QT!c) zgren0U}_k}chFdRM&W=(v%(j1V54BG4b_FiLUJ$v!#hT6)Q%=PNRxn5? zT8_&F)}XNrxBv%>h6^|c1PNG_D{IBVV#gWT+hiPuGe5U?8G~E1#NeJxFc_Wr>Fa4x z_>(JZ%?|!b?eSOcGXCr=@ppKx@F!Q+(xQ(^VOegseoLa3V2TW{2iJB-kd0|kH-%M%8Yt|lu5 z+H`1A))n?2ETmr?tq8OH$pEQtTIb|FwHYNk< zU(@uRUPCixiJffRsP|CMjT-)@R&vx_vs|Q1L}iQ4{b0-NJsRMYS@PeL`Y&2_Hi;=p zZKGsIOm(7o&?>tpEMwwuU*~#=673G(k{7bW;CVr7&&OtU@!7)(Td+ zUTjPoQzl?{7%-;CdYqG+dAl^>F@TOix@Z*u_Xgf?G;08=(_3IpG}=RxR@pje)q1E; zv9V&^$XDn*w}w@kHu95Z4PIx9W$hVb)94)!NQ3L)gTn!;IV*>2!@x79aT5|ktr})P zI4hRTazi6Wq!>wowMzGdwfWolOg54ghGfdG+1gad6uOy6reFoAjlnbSm1PPZ7fr#l z=n-%8T--cUaQ;*>B1Am&sFq&hw0sa($xP%Ar}W1%*Q zn(;0fv(akCyVD_d2@uN)&31~}hqJ`&hegaTsOf6m`J(=y_i1K8% ze`^zICCON(AZ2ttrIIqG*rbrw$I-gVOH)yKH+g8V0r!B-LMq87h84||UNpiaZeq+& z;;*|%z8A7i|CvEmAyDXM#{#8ekLSEsOF|^<@jQth>7sS|+t{?F5g?~v@Bsmmkj=F7 zc%I9pMi76p4WmV$(uQgORv)nn-{aY44G7#p*LW)K@cq~rOwAo0e`kse#a~vPagj}E z*bRAz5ozCAy{AS)y{}357L<;x;IiSzsnc_B$$mH*qmS#uSBi{XNIRG4Q2AHEmNjO z${M);!|62iG z9qpXxgs8vrzDNzHSb2Nb%%3-Ji!n^eP0mhg&8lKU&?+~`(@a}*Pn2ww+-1WL9q z;{OpVDv_4pi+GZBnTYrV6Y&q45R=YDL7t#t|DXx6Fo7)6vp8ttMxsS_(8NvjjU6<> zz9m0sf)$TvNvf=PH|Zf>m59ehvGAf-RieS`QDjpsyizMzwV^eA2xh8I5ACTntyOL< zqh9-cQc+I1uD4*a$Tx-MT8z(K(iHu+!rit0aPEqJI~en;ek)O^Df_*mJps6w<36WO zUJ#IUI1Dv!jVJ_Nn!?`^NU{&n5VnBqc0?8aem1n)xaIJ}1nxp<7V3B38y|vpjDk$B zK=birlcs+6-K??h)$e}$?84@4U4V_4fBRjDJBoLife=x@`%|+EhL3dt3@Pe&e?7tM zW7G!wau;TwMg8u7O#p@%eB#Gl0E1MZTV4#(ZMGVs>US@?FTQaV0}>~p`Pt@}S=aBr zV0J-rE(1yII;4FGMipb_I-`=S`n9VPxjDh8(%19jgNlNx zI^RP6o1oU+lmJFCme}rO^kgO&RSbG^Miru`H6py`uMxc1%?XPCB+%1631Ae1o?e!Wo?e$=R59qu8I?>=3&>)YAjWeQDs$`8Rs*bj||FW(+dV!+qsAG=%Wk+v^0wsn(Is15i+0ls6d&aT?Oc|6NrGfFX zqhBVPqCefTqt9sXABd_u8nC$ehUpk};RUB5?4|R%qg#1puMX;tHtV!yw}*SOq~j00 zO)JiUvT9UVk>5MRBZ@{|* zqu_~Bopi}-gX=Xl-2AG83(&9|^%km5N;iEjA@&+d#z+zpb3S#@J|yM>%{UZPlPVeje~jv+KOp*NK2@hWX%Mk;P^}iP+=`E=PTKyh&a0E^ z+ENJCNVtcBcjm`NozsLL#P?f(5=-JfMfqY|4i-C}s*^rH{z}oo)#nq>WpL%fI>aaF zX2*PD4yuz*(fERFrt|8g70uKX3?dclIl$noXgLy98rCz7#?rH%S*}j%b1tVkX^_-p z&ZVU^CFg4YR-5Xix&~6Qs~cmZJ2kuNMs?D6#$Pp&wCzmRXG3pi@KUfLy4f)sicy{P zQ`BydeMD6!{c}y{ishV&QG9|yLeX+0Fg1+guh3X}Mxm-s>aTF8I%yD#@(R}?QMtm~ zztz4vsjiJwi~J8_qbl_xKQ5}1{wDsCh$P$)7x)zesDca7%|u+FO?A>!@0YniM0L{B z=^@XrB3ev}wVH|xEJuIww!So6;5;;z0T)nIC-u32Q{7U)qMR%q3yU46Z4Syf45w|b z?=l7lvc%w3nP4zFZBvgwxjO0W;P2-4_9rvDyI z$Fm`}-^rk$XgLy)8nOKmG?rd$w`2NFbKl4e7C`}Y|T z6^oy4X21CVms-^?{@-ajRxHs}I{R-J6cjB-0#dX1m(Fx!@jJx^gZPsdzZQMU#ozud zCjUDjdtvKW*KR64@K|i*rR4*A??Fl|#q1cpW0gvYm4>@{5_O1CP8MZ)*d0m{b~duvA>k>pa3wH z;4RfF2AE{MI98&8n9*(FNe%$3(AP6nDHO+1L>Tq;`l}@~uRXS@qp+&YSgtB27l$K+ zSnFkIShv!-6iP>eQTUaKe#7D-;;>d{6n@e)MQNo>n*Je=&ZsG(GkWbq z;+@vA8<|35pqi-^#4FqpF!{-BSA}06*x*u<+D1BDl%0#|UcM7L|Nq||r**MF`FI(`}u>lfVfkc4aUV(8c z6D@u~t*RzqJ^spDKn$?btSHLFI`sQvSYq|3IDhhAH#MZyY{ndj&7V}e+HfGSZJ@NzZTkS z*sTF}U5o2I_MhSYCiMZjTuFEAtJw8f?7D?ruV&Y4*!5a=eKxKffLqz$*U{hG=<*k6=pOre ze8p71fIqg+``#}W+8@WaVf&-h%g5-lou1u6mrt=fpP(NXOMvj@i5D_Ap&O zj~n;cpQYQMqswmmc+CEDd_890K+n&&A7y`hknVnnE+1xpe+1Wi>`&A8$=inEuy_uh z9=3196|}eqA4g~G=kbrd{9}xN6!^yuT0GlusoUfJFURWkwLm)FrCT;tf2rFIe*Yl< zIE)W;aXbIGgMYk`f85DGUcx_Kh7U~OF8Y{f-;EFZ9$b#XaJq5EZs9B1xtD*u1|P%r zef*F6*&p7*!0e9E%vWM$4t-vNufVXQYULC+dhJ2+PV01jK>R_oR)kZJip`0lCgQ#z zSsDZtHn1{%BQfaZF(r_yw7@tkxGmgp>k54hmO>?8Uu{;4t3z|j)#?qWHVT+XD9-xq z=lRpeiEDMUal2LbwmbN)g5ntg7%vTvISnwFm?em|UaX&Zu2DI>n$5mc99vzT#z}JJ z!Q8;WYHZwC{Z%u6z?`t^94xB?s9rrXLZ_0AjO6IF3qX$@97lx!LlAT;%S0gu5WPVp zE1wdt#tq`1w1`05f@rV>Nzhu1Qi(N`h@aW-oCh&^Z&YuL##(QlC5TK`suOgGTw8$T z+$XnHs@LI-EsSh-Gv|1v#=%8w=*0@i^xAiecUo&ATcU$Q;c#b;^pUDrtkv1Uehsr8 zsI=6Qnp%6y6&E$E!;Q_xN_LFH$}9VfD+*RUKT9le~~ zox1D-dH<1yyzSRXLzr*4E%FBOx6s(THI1nl$J@|{sq?-)fCo6u&{*SXm7yH_S9*=T zH9XeG2LZA&NOBpjGeV17Vs%ju2)O%n7#{8TT$*xR5#YBUr6Dk_kSaZWS|Yx)BbSm$ zkcwx7iT-VpiGGRb=5KI`KA$H>M=AQ&n5@~|63mL|B*EoDrmI`K6)@)C5Ytv3@+}E0x*6%yTJH$ z_P~%$J)QXWA*;yOZ@-GO&evZduMD`Rw?kGFm6s0@pp2Squ*h6e2QEE))*9pW?8oyf(W?akD%WAE@q z$A=|$e}$%dg_@Ddv%C@g#bZe#(FqB@ThUm2&oUzsO7P`m^HY3lEplMvP>Q!#{CH7g zI298u#Z&5>`FfU=y_e{L>kYike)_?qPpk}iU*xrpA%KY z^ALSwj!gC~xg(P~C0N~F=1*YE(Ss40XWcejJ%JI!Fg*O+YqqBQ*GJ4!b<*TlD)JwFdkjhpohm<8Y?!4H6i#8@9@vs>-(f_)F*J-L2)b@yzDlz! zVjGwbXc|+ku^0v>ja5nTk;}=~kQ}b$8<@w!V{P3#OCF9=GjDg`-e8Xf2+wr@Va;T3 zP`)!fe{Z2EaFxcOi~zU&Fb#ooPE1iYD3=M42x=X|9f8SzB*~7>W*3}~bpf2G%feCZ4A4Bv02gszfYxtk7h1pW0<_N4C=@R3 zg-b_1Ir=U41@1ytJtTne$*%_=_w@PBRO=Y!CC@#L&g&PaVJ+#M?C8E4AQnk$Z=k*RhX}pF)4}bPJ=e}cz_h$x<67;;j*iU=X-#Tla?f=fbnQeCtK$x$%v zYtu%)gd+u!!L{AQc7ElM%30OX8v=RG2!rTMvUXJT^mxN-JkYOKgT5D5<0=mU$Ry)O zE+UO?N|ee8+Yr$62eX78`)wXIIt3s@)Ogk+Q5(8$U$s^#j2t;&3>gDQZ{2C^gQIFP zZN3+DE$_E;?{iyb7I1(9TkC;S*sjuT-dxHldF#@xND>vr?nW7 zGG%iLiWTh=wHEQS-e-ne3rpshRl=7=<;tO&S)Dl+Qd!Ofq`2SIhpJPYE(BG1jlYPW z-D#QmNnjdbG_z5+kT?z=ik@r5JSK$^ zqpC(dUn`Eer%sc%E|U4yH}|YyUG%f-3cr7d(19pZ`su&;-Nfzv8YEMcR_ULVIn(&a`Ep~a7tb!5Yh+2dE_dyC%?RER}g zG$dj!PeB_ZBOVk;h+(BId5Hr*RWtBZ;))>RimQc;qQ#E0f>_(t&>mv#nh*zmVHY5_ zcNuunEH2~6?tD{VAwPEKLzyjQuVn&i;)X-ZS&-s7(#c4QpWd15Xg#&(@igPge z;|m>BMZtZ@Akv5NfK%$jDi&3nu z8!s%s&E}!&){}OO?VAa*L6={fb_BFMKR#O09Hsl*aCbhmcAT&D5q9P=wwaTU!Wo$} zm_;4%r4}0_UZF{PM%S0-4l>F^gJI0%am<^*)_Lrz-TMBnX}H=7*7q zpqAYsAUB0jal*)!nhhw^DA{DqC_~9!LE~kiWUr)eER>9W%OaGFF&7p}=26kChmvK; z(Db|aF3*zr*;@#XL4KxhMxfKT3e?jPou*-D4~4r6u(J!5)SH5xk*C)U(NnTBQqk1h zOb<_&nSB6r(=f9O`Eq@u0D(Bn?9u=;qw%iLF(ZK?`z*u`>4U1S@Mr#M8JmDf6!%67Yij zE8<;&Y5ho`la44d4b%F5xVr$;x>!l4DVWyNf=nwS$mzqRJ(2Pz>0J?!bJ^4XU=|wo zbTMCoj|p>)!=9c@Oh&fbeD{+RC!}~tK<~*9f*!mr)sE1sV+m0VXBD6AJfSBgB6Y3% z3`Yc=%y2*^=^4(sG+xGV&ZBRP;jnKf7*0zSg647-nd_`32nM;1ssVvE2Ly`gh&I!( zp8jxm0oHS=l44V^o)tmXql*1g@gEfoT_$ub=A&Ukm-1zKi7@LpOz0VmzX-mh5Koc} zz0O_{h+u~>zK)1M$3mhQRE|Spo6wUI-MZF&1|@=3W>6re^bBf@#>*H~p1v^##lAg( z7?c;R7b8#T6~dybRi;ocqK2Ix>xsm8qJH#r1YBGlg{n8Y5NLPSE;=(C6i}*O)2ST|u@_iNq5BE+Dlue{1i@4A>GrZsW1he5q`scm=j>s0|NbRNdV0l^f#1@ z{&puARSf!bMwN{I_9qxydivu-o?ZI8u&s&X5?7cK&(pl?zQsvW`=mgd2NOU#25r`o z(dNq%j4B3gI-`pVZGzFIr%pcTOsO+jV~V`S_EyWB(>O3@ z#N0E-zvm}BM$F4I{uBW0%zqhKB3F!Nu|GcT(^sfoJrpATY8wy%^*7ZmiE1IR^?di_k zHHBX#QVn$0tbcOCx2a(kNaK?>>F6(4OeaLeLOhr&5ae@9RtJj8y)az+R4#Pm=iW%i zOWD7m;RfANLiYjz|0+JnQk9+iIr@v|C=uDIkjgv%_mZUY66dp}RNfWs!R@j+uOyxQ z4Qhz_&=&A@@G}9J@uum}9NYb1?$V#chLqEUe_{oZZ9Mm_)5L9{Yd)oKCLM);Vui>Z z#8s&fc)C^T@8F11MP8q6Ppnvk4Ts4}K^>d74&=qRZ`RW{wtd6CWx9Ri3IEwG@fH!6 z=lA?#(Vgb;>u~MwTSA&oW5k@QmWmAoqSt#HYXg6=J)Fis;1_4VhP$JjKN^+N(16vy zX5$>}#q1!wDm*!{_hN3+G^Ub1G4^6;tnn6e$i?jM#atI2YwP!quR3mgFD6J`n%$Vw znN})3929^N_XROH8HR_qIuy7|vm+A$etUw3pxlwUBF)Njjrs5f%W|Pv_qotMi{dfn zT$b($V0~eHu*TVSxgE{Nld_>D;XC*avc|I9b$MNa*~joYytWIoKO@Y(T_Oqlla>n) zyU%eCl5|g?lJ_KlQw*QcJ2_(G`qMv=U{o=%=Zs4B8S%1Lg7O|w3G1&Cj4i##hz~iA z$`*gQEeq%dE(L`tt@B;3e@XzU7_{}BWVH3~2}TuzwwzHVqpja17+ZSU;zOQY+FI(V znrg~A8PB+PIp<=(2>j})Z&GWG3S}XVR67gJC)oeHIKil5(3CSOnWh#p)m?;`^P2#( zbqPk7o~rnuGo`9zjVXNG?e)O9^KplrzJhu!x@8={f$!yxn3<EpN@tkBKkN53KN8x+CMeZQ3N`>(2%;POe7kPcA_jrGu(8&@OzCquZ z$D4h7f_S`JubEpPXHdUz1376q#Vho2MpQGL`Ssc@(Usp?@24@K)+H*!G^XPxGAwal z6~l`Em59V!{UV*mcAx)J)0j$>#c-d~SmSYqkn_TKpZ_>K*5j45SbV>nywJJ-WZ6S% z6f3Zj#xWiNSi6UY;5x@zdlp%uBfm@V;ij6<>|TsXQ3eFh$J1d1OG6Bs{N9)BoM zkH$s_g%Mmx34OebD;1C8CqSc~U)5?LNTw2~Z^wNX9Xv0n_bcOLTPL_o@FFgxen3;^ zIOH&RhR{skWRDy)Fp~UCe~T zZc?Q3el-kLk6KlHDaJP6-=g_=EGVQ6_#rj_A8RZWQZq+sn?Feaxfr1U|I8;FH_YVM z2}TtIpU$Y{ZQIVmOqRSE3|`^iQPEoZOg`poQW8;(HT%>JYm;jnF=g1FW5A%X8}te$X6+~wC)$_L@d zXEomea6caoW#8#|kB+n9Qne)LmW>2URkIOox}L+whsMZJdYb?PpmdJX;EoC7=t$3x z6swNu>IVhfO${?6)+c9@IUNTDEG`$!TFsnxHRI4(mFEUi;Na-4PUoCg)Y)#oPov^q zKJNAQdJ!n}ZSkR!YTy6O=r5iot=ac~1dYYt_a|m1@B1$opc+nUdkMY6B#D#M_D1@_ zQv&17DCqoPNo}u3V~LvZxA=(&m2M0j9s5abFHJfMe~VvS>*5+yh%4RL{JjiOF377b z{TBas2%XG*^IiJJ+&Ao7rtTY0bU!YV+Afx~mSCV`Z@H4svs5*WN9I(>|KLj=e`6Uk zp}PWK`X!;kTVEn2DU7T%UYY+0cX!-X;R`|2(`;qG%u)|K9?1Wn6aW!^B%DtGw{<@6 zwZM?Ze-bdY{4KFD6({a{DVk4Uz@3+1R51)VXH>}yxK#wqv37yp>6#Ll+$g~@o;ZqJ z1wqx1Ooqpckl|?EFF;}LOu42oj*gTA9X5PZu0{!NBl0Xl~<;B zf>z$$^n-Bp#Zt%E*oO(0ski=>2k*=>2YH z=xyhr=@iX1COP7n>+Yqo z!RRn3-*rbyM@rXSCFv-9*PW=_iBcp1gnZYXXbZ^NReIOm<)A(8y1RnDG1ndYHao7n zRIs@FbwPcC!{TB3&9!kAtvhjO3-cwjURRgqy50lDb`KQnTNa?W?E#FFbYstYon0>` z>(A4@q@G`laRe&eYf5w7I@K&SiZzR!cb~UL=jjL=u5_@QPKk@_jgUy3!b06Yze%PaIO~jBxQhSNG>?WYhzq(Md>DKtQS3 zeS%oiCvl06+V|Zs4j+0iJI6XAGaC)!{a5_7Zvnrw0=5Yoy#WMorJ~+FOdw&-oCnjNh7X%p)e=YGY zgA4yj0K*q&7YtwM0vHySN%|@YM!L-a;ru2*;`_4;iSKm*5{tM3;({V#_l_QLZ*z@f z0sBdS#Q)ANB>tO0B6j%YvbV<8eC!yzch0Ef-Mjf~L~!A60aoWE7*+axJ3d&2VGwDg zwv}JW8dL1sMW~IEvXb?_-KvqPN}*Y@>Z_TyxcZ=3D>5D3EUgyRy_wcRNStC}#=Z@N zDEgQk{ny{9izZIDWPZz|d@_ z_1c}E572XicVwu@%YruqoQw&>5Y23bX%oqGoaN;2rHxR-Y%k3xO(^2(y|k9%*nnR9 zKE<6-C4lP#Hj2@^vskvw+HO?$FdLN`Hf?TdR;!g-qb}Z9W%TzOlry=_cM5n!-fO>6 z?7SryGQ#GJa7O_0(QJYIpjU`~8V$SKQYRU`qP(J;J_is{8`_oH9N3k5VLe|&j43il zYjrDEDwfUCL=F}^PNE$*^HxrTpL+Z1J{myK)P9oqra0XDHN#a!+xN!;d^k+?76Ku25}eGLOprdp+m^8iWM_~-xSIy` zZyJ?+rBo*x!BX>FXd~{OT=bGtlgtNc20@Z}a&!wK>3o>p@?@Pz=?Vm=BAq`)fAM?@ z8q#?bjio1@t5TvQCNa%lC1OBJO56@J9=r2?Y4ff9Tc?E>v%pw&4JdTB$d&C#FVl1M z9E^=&r-|2iyt&Sr=v;VRDLIjhUYGQ@RI8=w=fYuX)}}pa<&?Q`z1A9u6>=*H3oLY3 z0Pufc5;0en4#2+T`d1DeMj9c>MK@Kwh9uWE9b+;HbR$g;yD(b{LRQU`7QIbkN@qo3 zMqCg}=$$UIqy^|NGnRA)8cWZTE|*zS3}ooo(LyfUf)pgPBP{_b*-`tq&LVacT6w~X z(KV8aCH)IqF$!^}TXe};(sZQ17L3Wdt!b6>)-629&HEE7;{HBE_;de$k7J>F5m*>1 zk@%ZxwB^$PNWFfzjp-LD3G3eqhp)iX6we5Fx+eYt)dAV(Y*(?B$USZ$&PF#?Y$3$i zo*Cq9(6iwBU~ zAeH5IMeKE(+L_c}1{{oDh$GMZ@+%}OOG1XNtyk$S!}ZQqvK#@39&mZF=g z1sqb=I+p39)N0Ub3UiJzO~(qeCY8Z-D}#cf7yZ>NI?CwfUKyL*YNs84K6?jz0whp^HCIzdGtfqot6(=mzJ8kF{7NpXXwW5sk+$@-lP3W}EF%K8_evGlUO9j95&C4CTovhJ@% zpHla4|JDnLZ_Ls<5m=3GD5+S@U~GIVSWSXaywZzZsV3cP_S2dv{xfA-^FG!@jPTcG zH(HHmt!y-=tCkr5D%=q;`C$A79l7irH249qucLmW(&cESy4}PyaJQD60zk zZ}g3o7GU3IC!b!1M(cDIK-C|}Z<#Uet>6-Lp- zYd^c@=*CI*XVA%xh4yOtYoWb{-5OxmwYc76{~7L2zR@1UAND%Btf$LmblKqjwvoPV zqRVEwTuzt2q!(XgUxDw#lTRJChwugIJby})`T$+7q&xOi?D{Nr-NLR{v+FhNdM&#? z8&?j%t?cjX=bx)>|Jzwm@c2kjeG3R((TXDWjB62X8$?99=|>10@fdQ&t(JC{S7ALQzw>NPhmYJ0A?aA;{_#f8?&|^XZ#Vqa%*t z;H*?yf}B}AJ=}1sPhSy&iaD%i3V5zoNBSvGMgTY^VR4ZjbolNL@wOGy}>j$0ZQ4nOJf-Z~Ye5nb$+L$uS z)8T%ab(q^UEN=vp)>ILtD_}`G10@f7&(+h0b+}rp;OtQhocgX$Pfb}Uae=03IL$iU zs8_8#&Sfj!j#iOhQ>hgjlT)ZN!hw=E%WkWnoJma1pYT)@R{gkHM>NNxX*nq1cTbXN`ch3yB zo));hw%>_X=tm|M69zN%$OVB%2Kx(@=2*$IWLneA>@h+_fiB~8nWT$N zml7^kYsr*(xL{QqlQTQ!w-)EkDhW5tX2C?MGB$IpwP>Jz-J5 zk|4meqKs9Gd%_I|7WKKYCU*)KnY<`~I5+W@Fts;@N05dI`~2#`aKnMAJq=TnbfMPu z47+@1crqT8>@P|FsAYjcxg+5NS?ml}Z2V6&jVF+UU&L_ua-~rN z&dia#EC?Qf0(5he7qm_iI7}%@3}3*EULbo*M0Q|`0$t?3dIm+SxO48?b5nE7DOn;ei{K4` zG=BmR%?jWBQMlm%bGkT!IlW5cA$4ymj6azN&0@)fev&hGk=5knbGa;RyjGcV%oq8^ z5>8|*FjI*!xFWpv@fqBqIU1bE$9^3KYIaQWq_<~E3O7eTvdcPwadhL}& zcdO`fDP8*MvYIXfbQz?}db(_&%O<*9j*G?R$^4Au$tq47=c46ID|3xMQFkSJ?H3U5 zx|uF_ksN;sU2dd5chltu^yfd(Wjpg5_evCbOtm*7)^zz2p zI%JJAX98=SF$UH+Q*^0un^;tHPB%bkHA4KpRJQ@rYcqG+^2y@FWC{N_N^mr#cdE4( zuy&}RY1u;cKKQJ#y?Cs3Dis(iR~nOW^G{Yvg_&0@`5piFBFFl=lVHbuHAm?iVWd2D32T@J;t%42~d)6Czv82(1`tEHcGs9xi1baSy^O?R1-cM-7ExfOEu z^#NC;$EihwMDdJZo4h#;Ur*ajV72>>liv$B9GL7|K)WCK9y1$W0`+YeUva zugCy<23%35I4#^3ruE=B`;O>MSyrYhw086Pj^i=Zt!;Vjt( z&k4vldvdh(C6MnUVJb^QzP{JTUzbj(yhzUxZ7J{6Lxgst0P1$y1Ab2?g_nIYh4y&_4hm^)ZD!ZY_eNVXE4IAs1;u zEg>ze2|+ev?<6fyhRnAK(M;L;CVgW&aRiT;hS~z`Zq#NbPj}$`b+6U0u(l>IZJlxr zn8OyZgJFD%VDMvc{vJ;UaKCrKN%Q6v5$jQF@L-Cbo{LbEif^F!IVBG7;2{}cyv3SR zn5qoXTkm1{(?iB(Jv^s!$mkvHGuE!^DUYz+Nt^~V!cr%P4E8_|D{57=3L{>-cm+Ij z!s>NiS%pJmoWJSKRjX)R*Qi-t4|uFG#HWy}Gfp@X;Dk7WyEfLx#~kc;C^Qn*(RCCd z!nrErz^n$;kk z{GX+YAea1aunsks>?xK}27Ltkux5Ks*;)cKu`yXG56)=#=hwB)#o&VCcJ0mWiWvDpGRB)mGj_6rmI1M@oPJImN?spk{-=G7Xyr0@a=D zy(Bg%*RcI@ZJvT{{1@4PwC}Me*wlLh zLIy^Xi#}Ina)Kikamo;_!;AhHi%4`HdDdYl-eIvrRc^yP;NWCXj@am>nno2GTBKg) zEJ%L~k46i!XK@a{{J%-tBBZtGyJ3+K%-wpDxGqF2F5+}3Hb0atB6njzoMQ(O`84eU z6$cb+zRTVDvXvrEci}$zQEYs7H)h)(oNZesBMvau?3cQ{#4qQ^Q`(2cM$K-_`pgI> zDGnpn+)i`n<}z3jxl4wf-^DKK-I(dwkvv-*NUXWWU$u92W1fq+z)CT(Q+*^xEYQWk zVR(tYz8h21qR{7GsE{gi*ti_$;ciUle65Z^*1-b{=D}x(e-sJMG-@4%D)elf1dnnW z5AvQw9UH>^EJ%W$DTPBvYXB%0qI#weADYP1)QY4 zq1HB1QK3B_w942@$-@S4yxeYok=Xxjn;|1#{$fcwt#>-E~-P~5R4j~_guYr`H<`YA}e|E8tge@0)ay`euP zEPC{sl{fUqXcch!MW@jCHH*4*j}l^8W@KlQKNNe`V?8|}?h&&O`!!P|W1fc*f7KnI z9`m2AqQ`=F#hX1iiQGbqtSw_`h&Am#;`&Ij-ykh;D0*|Y|qj7#(Z=#MX_)=gOVl3?5WRp=%xan;*Tku@DVAhb*+ANhwP>vTTn%E(LGmNT6VzYqdtQoyquep8|-1tpw zDqGmg#RfE*MY^t4_QfkUS1SHqujwK7s4a_t?<5u{fCvA?Feh1roF;)~*6zdp7{^Om87@D>!1sr9*sNLvmj? zX5Brs$DMw;8`IzAAw3iBCzwMzuAq?ok=Cap?W4@0y~m+BbZb`T&|ugcqMw3F;RB!% zwJD#8IrLg0!_3X0SEJQ9=FlaMjCJD-$ZT+a>LsheGlf=3=0ltpgOGiX7P1+t+wV#P zUr*hBJzCMI+Z^1AMfU_#wGnS6=j5=nHxN>ls34l)Ajs# zZaiNc9rb*EjxKp!MspA~m#-1|&7SJ^51QsvsctlGS9M#&5s_kIab@$*x-qS1#Uv(H zV=72aF#sZ00az}OqPP>a)FV={gZU4uNhtxY{T=ckuIEdU;5zzM@VmH5#?*1BWFVta zo?T1G`|$GqLV12?2dmkT$HUZ1(gK9TU3JmHT8HE;D2{!jtw308w}B^XUhAY-4}y|RS#kYASY3gS()EjPDi z327ZcYQ2c!u~lUWd+isiHVHb9gU=!dZsm%GowOf$cHC+#PAVXgS? zmmP(j1#=7pY#`);T&2x52 zT#J#ScgMz$+5p$gb^sKJ?m!lnf>Hr>J^wBr(d9pMf1J{)zl2EC^! zHkNEtKN-*2^no$Ue)p=bvXng98gk$D+pk-VBj&C93g*OwRU0`{?Auo_PE46ckB-V) z8Z*Zu9z;Xr^5MQA#bwfiP#qqaBLx}0Mbk|J&g^eX(D+^3_B5HGGMMT< zpBSa7`gg=`-rtR>ax1>ml_3r=7Rt|zSXCk*mN7u^1t)g&nQlO0SEg%RoIor{dAqr4 z{vZPG+;LJqBIqKLv`_n-h^atA3mznMg_F41H{z zp}>Y5j`4FAj)D4|ML*Fc3Mnl2Xo{-Nq9Az%YDC#OgiIiZN&g5_ zOsGhTNkNZOh?Nk6LgGkmo|2QVcvUFs#zYZOly1J0!vTw<{mA;^JH4a{1sNmPR)`aM z!)A*+YI>yAlDdNJcxRngTR# zVpCCC7W0c@qr1B?(I<&QK^#G>rQjM@j2m--BC^09|Bl#=*^P-V;?hm*Io1RPl8$0w zMgK?XChyuvI~4Fi&7B8;oQ{?z@MYmNdzC94mKHC zEKgDB$g;)qIz%|&?1>{d?q;HV$x&9!!-uP@^BNc9H(3L7Z}u7c_DS!J32Q-ZXw!^FB#7HDXQftT0#y zByn>}5E&vIztD{dMrPEeo#a~0B-e_Q{B}1cDaWMf=9dxEzOcgu{BCU7vG@*Jhiw;IM~fAAu;{9HpV8M2n&Xu3(oT4?+(YgytJ>xwZ&ISTAtH3mhoi$eNHgmKHJ zd1bxCu9v?nQ(uN39~PYUQ&glSs8u>dXS6~uQmoL~jdu|J&OC10cZaS5ab%LI+d=KZ zb-=b-%gH1(eSipxg{IRKv&z)Xp;f@C(@fnHl?wAGYSLNx9x?CW1XY}%iV~xWpyjtq z%M&w9D%qZfGkQrSm!TC+QVD023UL`fsYENfX1_3@w)-8|M#NjY@l)QppY>3z_33U{ zkry(kkFyq|y?oim!xbqqs`K!#ReL&(uoHE;81D%>)r*McSSCp(TUCCz*d5`91L0!Z z0TkJ7@s?2J8!OrmJBB6B!#wdyHX0P#(^(v%;f6ofQB@NAlob8A5^47ZYYJx$z(PVa zms9*aG7gf5PMY-t(#HH-yEa;6h$I`Yfaq6+@sVavGAj6SCs&?D%ts*lgw=>@A8cv=@fEi_p&0F&Up~iqR4N}^& zX;^_I*>QXW^FfjGcGpoig5^lj3sdp@zq^hiV8Rw+S-dzz!$h2m8`vW9tL&Q(itL90 zN3|K#l^~WI6mXWg-k1<#;yV6zAvS{rmY`DV6ppip8;Cn@5ag;@JaoW`S;FBGI7t8c{mIxl`(c|2TCE)akb!JR&fH`gcbtNaQZeF zAH}_gBHX}lWUq6Nj|7q9{8YnnLX7Px3IvLa;Zzn;=i^uG@E4j6Q?WRjiOb^7j36m- z7_sJ^CboLe6mZ^{L(#nZ(*eu*aHw@{R1FZcKTnn;PZr9?Fi7I6OK-Fm&1A|2%vnf%H)3ENzi9aZGS!l5P;DC!73iWQ9H z(TwaXoyFHI;dfr4uv*L?Fq%~a(^ru$$V1>!N)|d1G)bo=8qmZv+MptcQ#dn+l~EQt za6MkZB8h>dXOZEicDoLY88PgJw1K0XT9KzxT-$NpIx!U7Y`Homk$MYG8 z;iCy7>3%X6sAYuP^?2ZMjuZI7d`h?MjlXjO`t}vEPf18w)9N;H95S#z(cWH zlW*j_!9Xrms=eNyd~B*i37tdtc#Yto{B^e(0%Pidn1YW6a;lE*BXF9d2PS(1!-SBX zEaoSNR_xreqR%)mG_Z;q!Q1rYEo=5WM@mwYw`}e+)}X%6r6^{C4{}-VJwa6`sA?h$ zstRh|k7{{xhJg#8O2e7Gz=e0B6;0p*XVeOD9Y1hED>`RCa6#Msj=LbaWy9nG2%d0o zfa|by{r|LaL_0y)0`hjt;VWk61d_wpuQ!781FQATM!#`Qz;579WIs_L$Iv8s_25 zs*!r{3jKz{3fM>_mwIPgEAXSIo={JW358NK&InVBsLKB{En7wGN60lEauJ7|G=BLF zdDrjXG#w?d8GIKp&A_!8uFZn(QvfInN9RfJR%0YHK%K^ntH3HwG3n$E&a=8P)n2Nc z&YlfFfC8c@0 zy8BX(aALql&U?H-PjsR_axTw(jG|9*2!E38{Qdoo;QZfoT(1aWFGWYL8L_-qDOlcI z?xozH)m};m=L3BUB&Xgj&txy<>qOO=@1=Z&FX@i=QXYg$i;1EkV<5MNHcEoNsBka} zZ6MQrH;TaZxL^9*{CF>a8BX_d)!np)`+ZX0B4AqqH&#&B4x8oNOT?<3WrS)pi7(8hZY$+3f$d!!K)54q?>>fRm$|KRcuk1@9=hy4t@ca>_pqGuJLv4!%p zr4Ry5|5410k0CH-ob~E}5W*Ka{}5fYqj+w)fNBC%#?LE3pc#aNH4hsR1CSrl^iCu( zX(0@PFoJ5!%~GQW!WyYOzyObmVA#fQz5N5WaS83W;7XHP)dMnUAP51D$Q(a27pLQv z@+D{oy&^=!7B3;3iD@ExPmt;fQf1j=Wl--BT|l)Kl0}Eu70Y!lNj13Z^B-F2k>Re- z&(g>cZ`bGBXhpN@!$pchv3P>*`n*59>(ly|EhzGd;`yLGD&jI$IS6J=%+Rx$^ja@B zsq&2`I3HpaxIn?{4iEM?IQj%3uIY=+~zM-WiPcdOAYjiFFKP zul)e=HyEw?O=|IUp4Dr$_aYc)#Gkh4wSi{FyE61Al zwTOhJTkjw~&Wh?hOy5|IpLfzX3Yu%$4c3BvkbfM;2cl?i=O1_Qj~DWfJNd^;_{Yoe zv17h{7k!{reAxHkLKO;boUvQ@igxbhAFsj3uzer@<9_ys7bpc~?v9fm4@W_MoM6U= z&AySw*19gaf#DoIG*@E}NYr05ZX;#VqF^F@GmNw}b$a}QOkWE(8~`Llj~sE@`hZ(H zsk4(K9T?$^JUx`5pVumfiwMkw`#ltOV&YtNxYe2^9H+A_kOlzXJh?r>D5_aiIELwb zL2{CKP6S>G+;77=+&F@5IZA|W9F;i96K-~# zjJUV#Oi+>9Y1F1(7AZqX4}J4_kaOr;h|1(Rr+&mav7=O@`HLVj;Hx&9@SP(OfntVW zrIs7bsemx2QdxPEa+pcB@Z<-^sgTK5N8*=RLL3oX-cA(M@U82lBjJWw)gJNXdKHq0 z4!h-XOZ;3~_(mzwfutMQZ%L0HGS>(yUh1hVvrr`v>cR$I1MhtexN{dAwG!|=4?x9h` zQl#sA>7d%Hx-p*_+MAhO@_p>iH$@TfV|PBJB4H7)v4DG;O#UL(EOD2G*u`_Y0cyF5 zh;CkSyg;F2O?{qvF6Ztco+?Z3*C{0T%FabM#5N1>M&|3$TX*srBRnBs#Hm0+e{DY+ z{Oe}?<;v+EG$6{~m68BHUI!VJqeT$X9Lv%36*!mVXzSCcEQu1jW`5F@Zh;Jqkppfu zx>4EpX?GV&!^nA?HmN!b~uO#4Yw;U1(pjp#m-);=`58PqFMN2h(kr} zT076rqtM2x7tfG??GkuS;3mBkA5Q*x>ogh7V#^O?G^y6&8fsHcSFM@W$%RUOrnQv* zMs$JIm}y7Yw`8}oa>m@obdrnQ8pV!r$R0)d7VyDJ8wU%fQuS0kPDW&( zh{sv!At+q_62vga!sVGA3YQ0kqQqTj{5TRz#v znIkhIYaxG2v+6?f;&>?s`8~~`Q^_5IhAVegy5>R~#E4uh7CgN)YN}`uK&p#4E`d*# z)~MLw&$|JO^Eum8keR>-bpXhS4_?yY%6td&>EqaT3+3!s@E-Im{K?KjXy$o&oS+kh z94DqRIbEn#Q2owzV4|8EVgpgYu4XmzlThQvDp-#tt2}{|>1k=grYxge9&b;w|M0lv z0zrviGC~9WO3MG^XV?Pbm%VS+y|aA^#LsTBj3{q;Fqm(5t_8oyr0`e=CzkaB#A>OS zNwUl{35zV=ji#8@iDfI$D&W*t!Kp`4|wG`h3@c>X+77ta27Z-<<@5?&cwD_&>6IGMKl9lMfA zca=h5UyT`)TZ+QJ;E&qMK6-5u-K~YzRJAcZV|50$15BjGv36Pu;4`YtOrGv|NWSi& zV3M_^7SF2b^xFNHK2+nSH97MqzbSP*8^@Sxw zP95$H?9bPNeO1S_C_*j9d%;P+BgLc_(B@EQa~=)OS;35ZTgxiV2Fj(6;AkFmX7ZX2 zIn0X~{l?-juJD+=Mk6^mw^0suNqLM9cgB7)q)3N@jbP(mY>+*d_Te}rh_oNI_YH{a zpbeZp)Q*wVQy)!u&)14$Zi*%%dBJWGqe4x$GeGK|FUED6ay*GXw{Ku&NWsQFvB{-c&WymZ z$YM^FXh7`jJDSeoEKWyYebL((qFI1A*%r{55mYA*Bi5XsIyxFnvEszfih4-w_TRfP z`=L||NgQx2IGqt*gd&8VB(71htCQcaCc|z}2A4fFVHA6l$^Pl1qgvJ>&htFYv*M)B z?#86Qq9=&QCu8I4Nw1GJ6$?{{=15h|;VMy))(3b`qGSfcnM-MWTQYm@?_nwhb@&Ch zbZ|_>6`)k5>A_4sh0U>~WR@qI=7cq4?>rgihHP_u+cVrY(PGHlTYDK=1)Mte)?Ns2 z?M227Oc>WIIIOx@=2jDO6ndD9?p?9lmBQj~2>htd1O3te{0DYBT7(n)x!JoTNl*XG z1g;RcJ-DAM_K0p&bwda@4W0zyHUJl{GiJ`T0{KGHUXM4#715LPfAybKPE(WwZD$!u z|8aFJf4)+Sq?L{2d9u(5o`!#!&(r+`632=SXj0x;@yfOw70#=SR2Or<_nsgbH^uA( z$?y$@Tm;Dk4eIA=xoL*p(;L(9RM!BuuS6>v8VRaE;Z!X28JT>(_2tvuWKX{5`N?e~)oX|N7ke4QuGfwe*wGe_3wBhP8tmH*8?9 z?BCzhBTGs&e9JBCb880&HVkeW+{juU%&p(JVdL6?%kU>_*f4Gpe>2wS1_#%#Tfbrb zI(mZ|#xu99&8^$Cas8$>1B0x4{JC-Mx-}RQdx-L*=#jv0#yWV7*Ic$?aFD&RpBlnE zvS^8qNE|1+TQjh6-N1%ToBWxHzhP$U2L}e%u378MjE2-sDNv!&!)YWw2Xbo%1_w4? zwq~Ps>6$f0KmOh@xN&eD^*nGH!{^4_#b=Lz9zLJ)M9s zi`fjUyKMa+Xo6u@#v5Tx`ppPIfMLXt5Z5pMjnRVq#NQ0*9Y!S>(^|}P{aWDRGOPcx zwKS>0O=|})+q51uFu0btB>rX?MC)rdt=YJ70P`4RbQ0EF*o*-p=O2Tru}1itwJ!Z; zQ1#BhJI*-!HvrfJAWqgN)|>b@Z%O++HAd_dzl{KdYG(K zy$niKoc-1ls@K2?#^`4lpJ0q9R4=A{#bJzXBQf@#;7TV9Lcfg934@TCM<)zI*=Wqv zAdKWnLFMgXo$?mB_t)}*x9cIhGpjjqH+D@qbby-7y;h@71Wj#`^CNX$Fcd@aa{LnnX4?;_NTk8 zt&QvETcOG^{uM=XJ^>=ScU>|+T)Mm!F67xSMmqIZ#`}>1*^g)?p7*IOA3s!xU1Kzm zg{iO0E|xy^!^e2?3YGKhycX()aM575YEgIwf!K9HKDQFLB7`*lJLp;!(in%@osdSq z{^`Gl8}{p;?pgzK2u1ksLWI8)vyO0l#Hdr!KLY#Rsy|eSU?r*&)F&&44Ei5O1yN~6 zegZ50C{9&N79B$*mkoBx2WX*d94wk{Ip_YHnzuI(6saiW6bcPfg~n22veKNGbUHIj z$O=JC#YxnDWMg#CG%`!Y#x%~IMapk~vCK**9Kz|d20vpKxk~(;C4ZzigO`qOJ%XACsiz`;r^S%D^xsj>O5M5#&~!IyUmVIhjp56fra>U*El0eBy~ z^T87UZq!)iX{25U0SwSYfmm2gzY7z+m*bFNHAMsn?^-*b3pa6n#o|AgUR^6%;~iLx!wm=c%=!pE)4J2)zw#=_DP|1iC{9wLlhCw9 z$OC-YEi<%@YQGjyFAqGcU?DY;j+sWm1y(!@Wo3yAQQg?hE>N9xnH#bmj~M)aK^Q_F zQHH7&xy47f$;C&viH%;YX*2<)`-R77w4i2|V6(DQcnYMZo3BFAiuBZ}qx5%ea2BCR zd>FP|IP+AmaOMGH+sFYgQOYS&B;V!p;0ydp07AJh968|DVidG1n^OpZ&!pt?u1%_G zO1XKhEqg*``dQ(Ar~X!h<>%3%Lt0DO?zb2uC1p2c z%5I2_?$tD!in3|6E@fXxJVFl;fu?mc&4{M2R3TfY=^pFWBSmAI5vqV5yb+}2>fBTE zvs9ClDfwl4B-T#~s9RfoKcitCzqimP~q;=y78Tpvl6Xem%Kygo(s zOl$n{dc&$BanmVry23LE=;sxleBfN-p1BwjiZTm>LN#Xh7(pi)>LuB(lPF#1*($8b zBzb{Hk|>nW>;7S^Hfl##-CC2lZo7wrr2Cq=C*A8*K#)jx@3UFq`_Pdoupg)p8!~%K zmaF9<3eZ_Kv_oYf znhgtPTc_3)H{^J?t}Nna(+RL<1y(_#y>0f{$4=GCk=aL|!!h{LANx498T*KCQI4G7 zq`Kr()Ky|8@m>wGmiNs)YZ+DnNMbFm>$aiXi&b-+6yDNw4yJ(P0;*lXQP!u67OKoS zr#JfxH|&teu2q4sK0W({b&~>avL@Ez_Hw^(Y4=yk{i3zk??My)M_$>;(d}E8jzyU1 z4SwEOe_eD?>7AFNuRwBM?qW7_=ibX}uXnv{Bq%&3p-7H0I$+CX>sn`>=2aKizA!}Fs24R6>=9zNH5d8k&zxn^+tHOqMhFX)Nh$!O7n+7XlimqX6D z5$DptRY$fIQIHGuz%xc~aRS8&-I5+=p-^O}%eV&^t&;T2H+sY5UclpNpaO1xCC5M`2b&8(3OKr3qC#1zlYW7_&IhOml^}3j+2iqO{m81 z;Y+nCSBFMh!DEdB?ebDSw5Ht_M~xLMaU9|`Q~<~|OY6B6#ul%H53@auQDNt#?U@{~ zY{MQL48uFOS(v>e_q|OFbji&I8u{obgnnsy1czmfRH`F%=!fGe{^1*34S@xba4(l22Bot0?ZXTKcDICwIsn zwcJH9BN}%Q+~i-#C`oMmbWP(4n4Rx&rBSIO6} zH{b^8VENHeRq_H9hpUBw{^XVA!b%pKU7ryY{9{+_KR{{x#HX&#Ead1-bHP;Y7<}E__QVwD7m&ICwK9wss|Xy{!XlSqGLY>-E$NI91*)O|y3(U-N8JWcVG+Q!-5R z7CVa|jnu%!F%@nBjITf`Eyq$Sj9Gl(j&VBkL$M~>_0B+CB@2gNPXI$S!ZYvtb9}2= zyw71meK7lM4udsHj|imJiv-UBDr~n1rUUE%0_!H;prlh~Dyadp1v^yu`}yJ6a+${E>Xw8mNtqQUZ&nY*`(4GD|t@;_bF`av)&1fh^Q$iuYFQ z`d1cY=!WnSx*HNj$^=i!)lNNABW`BD@7Wfu(Iu5nBrb@!j8I-aYsS$8o!cpHmsZ{qD6Pbpq3umkWELZoU7JEJ0U6r32;(El zCNxUXCKJsbC{?!pl#9UThhF1l>i;N=N2B>-zB*2>Z?d3sZ#o^B0RLG*J*XlU*tGmp z@^Q!~IXXqYT1MzFdz}{mg|MblIRj2wZ{(aH9a%r>bJ~u zX5%>2O{*iy`Vb5ps>7@K)E$Q4D0rA?{&`TDTIU~l{fVe=y*W00tJke>(Jea%`^P{I z7K^_14^eoR?*T4%%zl0>K*+P6d}4{Qy9cm+w7!xTSht$7Pl8LJP$E!=T*NC z}pHWMIw8a_N(?i<&n1{5r`>ho5Sc1!nHjC9OmM4$}q8I@e%o@Y& zM-FicffpodZQ{o}CO6WVl+_wcJc6TkCmDTU`A{j?5C$adE<2RRA-1Ia!?;#N9Ah?H zFHahA7KPFw^e4$IIg_>%D|H)ybuPrYgPSVFr4y&^J}m*4KY_xbFle@hIBAfsAFpwJHUtp(efl6C5AJ%i*%MR4^-xD zu!DGwULs%;;Ix{ds`xmlV{`^E4kmM-01P;0l%3i9&668C8-L_fvy5Bkf^t}{z;9E%g@f)T56miSm~YDGX(O?b7f zgL-HThSO_tN^CS}d_L^dbHh!5ALi31qF(TY*z|%vw_ZTE>}%}~AfUy5nC(P7vHM}R zamop;7d#4%wp9FWeA47RN)ZN+q^P#({8K(Iz|Y=+F0w1l+5T0p_`kkg6f8!m(@ zTXoX5RfpTOEn$~0J9#yiHddB_gdv`@mfAZ^ah)1$Z*MctQRd5@>EGd76vb(ZqnfSf zMz0Etxg)HHb9Xwi*?x8~#)iId{{$Z$_e-#L2gg;cuhx>HJn@!yJvw#!rrRH#dg3h) zSn-Q4z>SZl^~IDqaj-NN5^&}m%#~^h0eFHlLAe3?iVd3D{R5%Rj*Z! zn#~+r<~Vm_0l~%r*7FC!c20F5kW&i}TRdbW7yn~2Ud`(AH&FSF#dS}qpEUSh8Z@(P2Y6nt-}U#IDa);GAyy4uoOYGp@1@wkce!xMRqON zLi}=(FjEwZ5LRuSG>tAiocw7qVm{^d&FR0##A&hT@5vKU!~cDgVv#%2vfr)Y(=9t= zz4$``%XvI!bv_eK#INC>k6L9se;c9U>yeh#Y`#31s$!y6RXv`ttxb2F;eesGHZ~1S zW!~fU6!ySRq;)U;B-iSbU7B(Y=RViC{a=C}%Y9!+QI%EK4e)S7_9L_|4i8{k+bD8W zuuNqGN@k>Ls?)a4Q)s5Q`n=KjmiF@>EEQ<$FE?HsN>x&|l<^_I3C-GQ%%xZ_z*V)G zB_hGqJ}|Vwyr6f?_fQuKhy5i7hw{v|~cE)t3*7UFG?_Sf7v+&mR^>z05duqC| z*KVJjbpTL^7#8Zk@I0BqH@QY=1;22;&vvzz!^vI62dxNkRquzXJFs5#d4t-Ih zj-x_5oL(0JP7=EIasf;}YlEb&U1F0%iqjcOSfH-Wxt?zy=Z&u2PAiyWBYk5z)3pm~ z4e4op!ZaMZ>XpV9EZ?f{H=O8nZSNtVuEpA3N~btch`@;Fa$j9z$Ui8*x`W2?z5roA%@%Ll6A#3`b2yR8WUI4a-)KSltojL zy2zhe?o#%EIfU(7x%5EG0SepnRoZNQ?STCWrYf#}`luFqTzJxp>({)|ziw)hm9|>{TK-`&RY^%D zzWSHK>hfoVeq(X_6L-4xudr+dI@p>uoj9L-Rc~)6&SGEV?QLvH3-(ER9e^?0df1RI zM6BV6aOz<%ZB`G90Q;GBu@k0OcI*uWVJ}8~Y-cdWHrn;E=CL5^WN}q$hu6Lc@RHEW z{#XE)&zd2rm-VyBBE7KHIrBw|Z)W*{>2)NX7(rk>yZ}1o!{Cqf)ee2Gr7dw1*R{Zxflykk1*#{a7I>gZ z(Z!+nG?wgH?bZV6mYtEjGmw$Qq6OYhc#K^Od@Exk{=$y~8oSRq0ky!+6G{zSfDlD& z2k3#H4V)`6>Vcn%GGmOzQhNZk1n7Z$0{N_$^F|N6qe*7!r#r>vhx<3izNDleUp??& zSzZ3D&~Gg9>w(Y&`@4I3x;oeNulDxEMb!g6Td*%^Cx2x2^}v_tV#Fe}4HNR*=z$_+ zP82;bM6c}FyC4XAG3tRY3&vRUDw{Cgxb#4=Qaik^hyX7MJ@7sOTs~`tq#pP`@*L1u z+5+`J&JBJ0IB)d8Kk?85cmEVpE;85BnVCr44>d0{0&TCuampnWzd}8S95qJr7=Fqn zC4@6oKOz5rVD5kHfF|wJOxw&)4M1`UevYTvn4U9-AB<@jS6l~kaz)nj1Wo;91q9S0 z&5n`o#%vaY&6X+%w8i-~Id~^a*u2cz8t6otYNI>wTbf_6j;74ly6~E#2ChY0ov}{y zOwf@ur6MAP4-`v>aOMs_J*SFe0*g6*u133Y=1qs$M7MVn_OBFM8>0vou8q5Dqk!gW z30c!j)m-0;efk3SE$r)Ru5L{DBQQ!oV}ff7^cgnF5qbEjIz@?6dy9 zfr9NYd5%fL%#-ef8Kn-~T zs(FsWrHc@=#%G1~6w(4V*1yTm1m_GrxqWkyZKW`iYv8N^a?pf0*+oAFOhj2n(}5p9L;60 z%>7Mj_71}!%%p4FW>UIkm$TmwAp3e3MGeE{=O#Llmax#*(|0exkvAX;jrr%iRr7`uaj|MDzE!yD!XzTcH7m#6Kg-k0?hRE0pYd5R|n3g7`4GyMwwN{lBpd< zEdkmfpJYC(=DZ25`9+f~*H43rOB?(oV{tNzoxe8tF;Y^H z(iW%sc#)(lRwijn7&n~} z&w*{MH~skRyaAluM28btwHkSpUA5ZNN}*Pd^JK?w<&^dB?{leywv>9eAj6nztgGT0 z-l|$FM)d8!3>s0V*N6s(tba!UIQo{zs# z>%kALmx?|r`l(oD-djz7t)XHq71vVnCHnAA?K=EDJpQa91AEKuprs5;)_eW7qX`iRR$8V#gSbv1KhqWCjas2cyT#ij^xA4nuei`AH z9J?g6)gObdV^Vrjr}P=8k51`Hi@)hlOvhzfw4-dP7!;>q}k*8k@|srQja#Q zPHPEjQDD^8yJnbVxaRBHs12;g8AOh=AsyGKXUAD%$Lrd9OevaRThX@0_}w=8>o>#? zhUhQG)raY?Gx43ao&KU^CUvdG@pq744&wq$AK{nV`Q;9Nxr<+3#4j(w1$1-|T^4Eg z;-XEVIEFxo9n)F^f1;jO@XM=k8P@LOKVHLrnCJ3=$fk$@uf`B`HgOI9G>-vKXm|S^ z5PqXRY8pKn+sH4Q_(fRa8cPZ|x@@|!q=+!r>BdrE3yke}<7_(8pjfJngP_Jsh1~SZ zPWuD@cc;$N?lKd|?I)PAZnMA0*49|Na=bL5uB_CHIDmTPp;G0*N)`a2m$_25y0TWs zNjNy-p}MlOH(97>wG?tl7DuMFb*N!0W$bKiT#QG*wK9!`wSNlQPoX2;pzjf%G*(i) zZJ~txxJn)QAv2Xp1+l@{_*qf5WU81Fhm^#&=MQda$AVVP)Q*U9xAfOsz}BP7j=AA) zrWuwIUUkIMD#Rt8BkqcA0K%&2%4_sh7SV;%nGD?Wgu>$(KK+ki;(8SuYDdA%=!eeK zc(|Da^is+T)T;{sH7d&^S+VnQCeDoXU<&<^4D83v6crVsWl=Q`c2W=loxyuJXgWJi zyLl0HtQ6GZSZ&-43g%&>U!T2^@iUWJJ2ruUUhc+o6aunB->lhmh8IP(e1-=T@VRK; z-|+NZKj!K%?IZB5%jxOhx9nQ*y8vQen@>D}Z*M0oGDio2J+9;^Z)0`&Tkagt*iEt( zbg>f7Ln}{Kv!iYHAE}9~?G|GLZEeey8xbvvEf%(U=$NK$G%wS+JnZ4cEFA{ao$6n; zx{VGC>P+<^MX>O^Z3Oo-$_jec-`(GqWv{L2UcIIbvJif-j-|$GrPL5)qeMI1PEnL- zj;9^Q32hStdsvtph05(&Hn^-qNpyB7_%GAGk9$m9Pm+#DoAi&e9m>_rGP0Y1RddKGC9RQPOb`GYDBWk#OmHvS{cexN#j$`ZknCG5hYS5#K6RJxU< z(%nHU*Li=1(#?-RLWcJ`4td%*xLH3}uPuv>AVvon(WC~~?Ht^ku#W(z?%=h7UR>$K zDEyf~JKf0dHBrLHxRI)Y4$~8*guSOgN2aO{bhfwgl_5Qv&Fio01D+_g@9Eq}qrM5L z@X>KDKP$Nm&Zi=U)VgJ}Nhk@3P)YW@cBqsbDdi@S+pmZ&R2hY(+2_WQQA0+p>rrWH zv{ITtLNp6IoDl7IKza=J9NYu;AHXbSOv511G1g3qez!5O2zS}ZTJ(}lmbbrPyDdm4 z3)7mWJO1riW=vlHxw|l}7p8UPgq_xQspNBkQb~;N;!j7BO$?j5_HNV?;4bE(iqi;d zXulG{!+~OB>ocMUHotXUb5g6Hpc|LB_@_)xluyXO(lew)@9ggD?ZNY|Rf@79F}S&% z9`&U9R`qmu_jYyn_4Tao?^cwZw|3(}XR4F`^YkmvabN87e#yrJw2@dn(3S>x6W0J2 zqiImE(*gZKnH+zuN9W#Kj~){->gg92ywy+5A=t^{!XUDU?Ao?SVK|T!%B@GQI9mlt zw=w(8+fi_31Qg8ZEw?amiyZ?#E2gBg{D0*a0Apbfbe8kQz_*XG&T@~%)wFfB*xu~X zw9TBl4_q<4y*WYlW?xIQuc0~oXPhW?3-j|ql@1HP2{f4{-(_Lm;jY*Qk}N>t+`fF^ zMio8^RYBT~Y$ZR!y!`+L+18n@c{GnS6WHPp>w~$Gd5l*4jN3BLP4P;Cz=e;;^VxBP z1MmzKqO}fIsVoQWWre*=JSG5JY?c{1==ect9G}y*Sqjw!OVKSM$nVviKCp z9=DhFji-;2QK{?Lt=p8n6PemLoFPYFkUnrsQExqpmyKInj?q2yC*HVqZ!R-7rdDv* zsC_)2?lkHb(J&`Hu(RmfmV;WTBRLtDkWErgG z&)*B{$m#SmQyEih(~alYJ?!ooH_cwol_oOz;`l&KV_ry6GvM>t$A740H0Dwhpe)0ha#~HR+EkYs?#?JZYq9w)={Ah_Dij93KCa~)e@Sblg z_x)6VxjsAIoEr#k10 zIrT6_Ucgy~kE`W;(fX1R8Qz0DU{nUu*`HDnjKTBY=`c~P<)0GD!I@Z9^dq3rDM%g# zR~c2kg&A)LI5Mt6BzABRhF?PlB`^2VFnhK z8n`|wPuY?>ItnI_s6pg0Bw|u46G-k?q!Vln?Wzjdl>v}*alKX=Lz9)}@}o@NtZ{^! zyg(P!#%77$#l_*50gHncyxL#rIdR15e-}`_jI0;5DS(`1ur1Ch zMM3Bkz7~tsFQ1LUE@doHY*=bs&oIVC>|Pwz5|SRos{3YROuJgK>WJfz0@1Ywi0pHL zuQ+^N@mzBFiX}p{N0=tzst`MV(`+C>ASy095x}Y=E-gI(G&3&7GlOQPDn!t{a27zb z`wV0kXrUDG#9eP_|SaOeygqSs*< zq@XqSh>OVxFofp8y6%!YO(B)!VW;^6*{#<>*eoK}x}HTP$gN!)FG1_5Lg6SK#F0xm zisROg3e6wkx`eU0OrZcd^adXz=C6i#`SuiL6mf9aL~w+g77^oJ>sB(@V3@D5#M}ur zHJ0KZ4-W2Jk6tN5H+Q!?<;`U?BSoCmw*|~<7dzT+aO#*4Dzd1XVzRx91Dp&Ppp3BU zGL#VH44LR6!oCM-id_kW^*2N#T;ps9S&Ohb!$$IABQKA4yk9p>WA^d>`_pWa32ZnB zjWMy|gCW^4PD~&+Ogfuq7UX(SVcY`z2!>Slp2${6Pc}J~p(JxQZfs4VBjI4PfvLsG z-kDvZo9JGx<>`2Vs*=z-#5Txm-TT{9%0@ImIhV-@E4XD2nfqR-_im3&O4*5n0#szm zw~;!ydya)~lbOMA8bj?@v)tT}MK2BOjhWDS|Ncz5T$oJj@1qWYgWX~PagGWPsYi|u z(>J9NvNhO0VlE~Ok`9wDOfriHtTrqJoa)fyvxu4Fm);Qn#+c5!o#0ii#3J8@BZo(k zsr-2WQ*o^lX9_f643t~XmomZ-EB}jt$|G@T>b1e4HwM$9wNojW8pWOmf+a47{;7Du zV=;6)czT+cR}o-wu4_(;WOAl3W5tFZoeg-rc6!m<-YY%wi6hkcfv*6v;vLp7Wc z0(W2r`-jO&>}~6I?`@-7c3;YqAT57iN-RnIeofSS139+i+}rjG)CxF-PU`-~lg+(t zh~OwsQeZ@}+{Sbhwx^6v7@(bR*{rd7h|3XzP7)wIv}Lo^9AtoOHbozLYyx7N($L@$ zwK%XR&kXi?h$8ylEBk(-6t?-KikVWnSV^?EEBR3+uV6zry=>n*g#BafZHT$3b>V*s zd8IB0JHG}ErA;Aa)zHY=ifKqNv`MSG&A5jjOtnqfWDmZzsg|~svP2ELwD{Kp{Gx9H z({)3(>boTyVl5=3=)ousK?B`kCJL&VYzgQJ+x^sLzL#bagxSSv0peLDom0u*0YRi# z1`oq%=k@BV&54X$T||6*dR=}cne2uT(og? zOyJ=ONB7YwU1P^Ut)8->4zN<#P-l~-o_Nc<9-X><)9sH=J@J+Yj2IcaY=zB%6Zt}| zRLnyfG!RKy05X-d(J1W^v~L~r?}Qm+Uo58}2^SK$9?X?$3Hz8k?8$eO8+1{R!voMP zR}jXR7+tmj(R*Wdm~qG!{^J@yP8sDb9b48etcAN5=IX*+Esm*)g}JKF=@V!r5mJ++r0tLL*??MY~e(PJClP~>5 z(zte^tpSGP%6!nz>hhNk{l?(6HdDGcbtnYS0$OaLDXIP`mu^QH1r@stD z{(%_~8Yeyl3AHh+E!zQKjR1IwJ!T)a!`){+l-y&sjZI(~>t@4PwgdN=aaQl!N7+4Q z9!saWU#G=;%siU5ZK(PbR&8f^=@;P)*;OJ(Y93xw@>v|rAS)X=CJ;4QD%bK8cK51j zk*CvmZF)ZZ17-?VIyjk}yF8$fZ|7ves?dYUH>^8z55oUIevVOi4Kjt~!AzkJ$8I@O zL9`*Xa{WAHgrjEj(EBSYG50~T2zJ8-`5ddrO?QY+ zKPI;WLfpxt%))z+>#hQy2-RWs!>HWm`bMxM5+Ab2OnQ~7H=88;3Uu=#vN7h65fO$3 z6L%xqCJTBTb#$BiN8*y4=Nf^A$a&7cW#(rv9t@M*5pWs%SO- zGfX(&!2Y;Q_3sL3L}sq*zGll*PrV1lQ!wK0yFlg(6w2bV=Z-@8Dx_~J4Wca{R_rMi z1Z;NrypLtx!2=t=+=YobS}NciTpkmhgJ)PpfpOPs$ysU}NxWYG7cL z4a@YI@@RDInS-O1VyNNL^kY+{dJRu`B#mw?GaR1PYAFi_3|?rr&+*V}unM%ynKFgQ zfSGypqh6(9?B8F_BBN%?cs&I>Coyw%|9)ox%(v$y07PE)*#I` z790O^K;w~k9F0onagD_(vC*Ir$27yf;4{PK()ab1=4=y=Ooqto*yHwn(Ji|y{d0i7 z#lEkf5$VM4`}zr|o6x?m`>+d1_il*<-`3U!o=7|}akzag^G_{THtU9ZJ&aH1V}=`n z3xHly5BuDF&G16l#7yo^GG()B;;?AfWKJp5twb5ymMfM+#@P=azYKkbY=@abplgQp zm0p$c(HQn<^qTpp+F32UT(0a;YxN2bmC@IPncX(L2kbkiuf;Y7r>n*G2%eTUxXEbq z5v)%la?K@!JI8?J4&`v?fPtY@t(3Om0uC`Q_zx`Gmb`J}O*@k}A_pcdKX4%q#RS546a`D0kMtw^iZikaccM9=arpU`hyaf`S zNQvIV1rn{yIf>d=i_<<8v|7aI=~#+}nqD&ulZp0AtPug84!(r=2@>#za`T44Du%roWUCxZDYn8$6!?$eManpw3!3}Gb z9UHc#cWhYy{J~wDw-2YcZ%l7YUsb4GJCNSEZgAI*Yc|}xb7*iAzOL4@*j$Xgt-C69 zl^7hwb=2{@Q|ESAU)GxG`?^+lu36QOR~5w-@c2rcr4 z{fz5uoA|7Ec*Ayo9#dGxA=b=9-)qhEy_o8I)A;YY0bFKnsvq53Kr~YISZwp%tT4)? z-^*wHbuv@_dhY}5?WrjjaM~OXKhbb%XB>Nj7>B2wv^nqT?*o~|ZD1D7FaT@*^OgR( zr}r{1H{k{QOfidG8P?2mAS+v+Im6SVK1G-(76peY1HP}V7>01qL# z9_^h;DWGTtTl6!=fUaSOwOzv^AM}C26A5!Vxd_l@90^pZ(lAgBcKl=iC*`r?mThA< zykFjuQ2Dg>TLBk5Z!gA92h5GD>|nVObk{%@1_O^b>j;fLra;%oHuw1LL!r!N)iMH8MzKGHa+hTQIOIzJs*uo3_p;-Ph!tRi_mD-19LDZe z9y@|QF$9;fp#ymhu-M< zZ^VnWuTga@AFLf~eNAy7v7>>&aMJbVGjcBxG8g;iRuVh$5Aj0Fo5q*2=sU4tsnMIM zY23V^-pyznX=y?;fQ1FEdDQVa;fE%^(5owb~*;6aVOBWphsY zNoqb?fTxYZKbC9gN?rXCWj7B=?FZ-^CDg=WuZL;ZsoKF7e~2%Twv;NQAFQ#6C9PqZ z7KMOGO5VYuyvhZfZ^+hXW4<%$6-5&w<^4uHCxv@4*EM9Y0)&Agg@^JbUT+I|F34VQ z2o{w0!w6-CAON9>e+1DDaav=_GNd{ht1jcxUm=sD?pMb%Wfh&IdRXii@`KjPSonD| zbz9C;Gh-){DD*ZVQ?M?Ou!3+lUG$*@9OHS&9%3zyq*~5;C=LzXMtCYV9dl6WZ9?Xu zz+v7c5*;BKPUh7Di6BCl9ZUThN65TqO`%-pO9Mu)GFsj|ViIbbO8uP3} zLOM3@C>I^myPjS%Pei8_t(<3YN>es)5KNmT3W?41&jQsn+RVk@2;kF~uAo82v~(r> zmM&+~^>^uxH|%d8D_(QV1~DX7=kgOPk11EJRrZ4UA5DP!msfPPD|@e1I;bckh6~3O zbN5zs zQiT}Dj7#(xVnCQ6KJBzN0wzUr%rHtG&@a$4vp~J-N+Rs)CIlFZusT)ZEO~V zqFAlv$!b4dB8xYytCXEc$m_`X4RS7#qG=vfQS=COCca1g7WzXc(dAUiKUjt0#`a7i z4h-$|_M6O!YZyUbw{hSH1OVB{EM2dxeD`cYnM_qT{P4riyMRMNGKniNp|z#r-$~ z${r?UD=QR;+2mL&({$A{e?bpbl6bJMjeko*wd+&Q&+v(R=Zvwj!c4#wwDrY`Xzein zw332Zx9odjtT#QzI^c27`GI|a`up}<{B^#c#kR-998Zh)CsgX4STHFuOO~u&4eTZYbAZj2mtircBinlMd9|=Z6PI7p9D! z?}6_zqy232YRcGG(=P|ErZH{+`eKwd)!YE|KGYJh0f;ZLenP&)2B1KBr}e4M0-GPY zwMlWyPeO}p2hgvWfFq;sHCBg(bhSxN@ECz899NpdCQH z{oszXw*zQ(XaAc1zBN6_wPtc<+5n_ zT8$^-2B5yxGzR*oZvg7Y4kEtm2b+no*NE--VH<#G2N7)m>Q$0Gsny-?4M5$i*L3#r z+V}<_yzkrq)Z2f!w?FCzpar~~FnF;q2xojIK)q_s{-2?ouGF4}wxJ<8HvoMOGdTJN zpx}Alf(<}&Gu_@%?=!c3Id z{d12n5q)$n$=yFonE)WAK^UrGU^-2%P5AavcK45mdS(Tl&!r*$wO+e_PR{4LrX3r5 zv@LKe?3-?^BqtAxmGC#+9&H)8zX#h_w0qB6v}mhW=V&)il6Am; zgVHwGoZEeNDCq;y(x9A-=GC|TA9KacSzBwip6=T(tba!UIQ zo{zs#>%kALmx?|r`l(oD-djz7t)XHq71vVnCHnAA?K=EDJpQa*<0O`vNMO(l+BahWZG8Y+3a9Z&n2rG1eeKTO4T+&r#* z7JnYsZl?DaYoB93K15GHOvOjo?~kIK(mqdrkKaZnpg+Rf!`cp%`=+&BxE!0-ZsC{R z{4&BXId)0NPqtz0&4@&AT!l&MnjQKkyd);4F*WMiC~rwSjM;FUeSEyGtp`mZF1nGV zYP_eKQ5j8jqc)9A>Pgh3u^hg8=r7`Yb*;w7b&y{U;{pgA;g{R_+5>TT(-q3 zpQTMynF<}0ScD;Wt+Gs#$t`nuvu~NH0mNuZHi2kPM{2|df%kdDB^bjZ@1wb<$SjEV zfOQrLe;gIdxiB?Cb*8bjpdM5U(_0remQY5QY3=vG2#l{b&evE%aof|hK~Wo~zCVsv z_>$nUMp|r_?P$zsui%(|6)wZtef-C3*bfsBm}f^o8`{;V-HRF$+TE}jdOh*BYI?Kt zB?WADn{F&YXqr0RSPGvic>D3j*)%$YON?WC_5X|Q~Ui9hxi z;jgh}uSEPV4h&jJ+ap)9a{}|I-rM;(Xm6fduF9Y0o;$dp%Mk$RuGFtMQ3mpA;Q1q zlr1*L<2$TAos0JUoeB~mEM4vp7P@8E(Ec4DZgB|9PYH`GgoTDE$N&AkGCyW@`Fmv? z8Ebd{0z88P)NleJJC3l;{v$P!t!77!TZ}OpKPY0~_#5GA=D~(-%at23Q;>(+F^SqL znOweJO?OeSd1_7HYD%+;jo<7zV>az*fga6QuqApEW?X5)_<~Lt^#7u&BGxWvd@_Q+ z(~Lpmn7%Q5*wxva>RrVeqi2X7#+K=7s;zCjD}5Nxjb62lciVq=E7wpc>v$?#sv-d? z{wU{_mB_u;i3egM?eyuSRh9WEqLpX-v<*B4pEA&=#%iV15O_|aoo=T_2#(yrP2d>V zV|t_ZEZdGGsR_jF(|_$akC8k}^l#6yP4t8Y=l>8RMQ&Gg+V-(t#|Z7;9ax6*1Csq? z%Xqz2zFT~9U|F{NAnswnnM$pqs_D^E_JG-YP)cgYrj2yopZJDwGUR%8sI-2ZB<=an zs%`eOB~jfT94m?A9(y~Kz7C~-UmL|I;WnjpwZGYp^BYw#=vsxg#SI|9s+OqMCldC~ z;XunYj%3_p|85_W*Xk#{;VUH9wJKSGdRC<-%#be z85W>mcDFQE_mQRwT4Ifsg4sR z)P>(E~^H^u<7C1|K=iP!KVXup7j8xUZ|1z;aXf+i7Q7O0H0KEN!n`K>oKrwjS1 zPu`Z8ghsLYTJ5hEFH$|NGP;T7G1J7-1q{cf$)s3a{+f*6SX}XCjbl8x40^&roC=MN zF*^r0>H-%egygC|1YoURwR-icHGTcvYgV-}kxSX2KU>v_`<<&-_pMpAst0FoCI&aN z^EkVDQ$0OB{oS3bdV2f&I=dBR=dD~-p@RzW&nv0&T=&I3@3#ca`&i?MEFFG`+ZAr& zxOIdPH9ja4L)3b7?!EQsF%hFPAFlb-9DZ3qu@XU6wDYOU}0dd9Rofqret`)dN#3TydmL|gYw0|w~w;n0UnF1X+dqV_1>dt zn@O7zZTc^45;o3mw~do-*{ST!fm9aDHogCgCYqM`d?U|a&xp)lGH}{BuY`L_H){%} z$|Bq4hGo8sj2we(n{Pdf;?Q>lCt zJQC|zzqae$a(~KlFQBmj-X_jy@)#8zeWBv)CL{+{ksOlDWA!pSCACU66_$v}7@j^7 zZjbBH2T7(mY((^|0X?RimfUP}BwxlkOabk5*p9*S=mwqjWV70s&>)vzrjj3{pZyxe5Nw7% zvT%n!q)UHsKymI&v=761Mwk5=D9PBkw*lVGF=QOA!Ac5)J2JB1zatFmI53O1gp;y_ zHE{RBw6QURg=xbeU{1n?X=9r<_Eq&Gfvaka)|3xMSzAqO%AcW@0BZ_gYJKFcd1Fnv zyE&=LPf&}?n({c4bEJf6UzzDgtS*0<$!{!fYsz)pni9CAFq_Kip8o!>RlU8vtNOcE zdm2NcRb`)b|ApcC`s-U{%XleQpZh|@fInwIzI~iG8vGlZTT2`| zYq*o7hXbiB77czYnuuS6--KELr_hOZigS39bZF)KuyG`_5!b<$F?QG_J9SbwEQD4- z75uX)z|AY6RFSiDQo1Nr;FBlEu5r$wjW&N|G_#>tCq)l#zww3J)_I&0jblhE1K5fm z_c756^cTqpvOs@`CPr##nPbZB(!|*3g2bs9b;=wXYMR>{Vt{rtY6;LOIrI0C1m=xS z`Qhf|06#q}E}il|;3h5){VP~q{;Rm(SX?^g?nN_XfI)r}Gyls_<}f1oClo6wCQff= z#(70Om?_k`EgK6bot1zS2h_t^oMoiuQf<~b&>OLvgO+5nY0){*bi_3N>Bm4L9$-yx z@9M6euI|pBHGRECbS+B))0OJ!>*Yyc)};FTx+v9)lI%*YX6alIAkf7QaHcFVI5E1b zhYo}8;s-eE=QkrV0BucV4rg&%b7#skPGA8d74>?-TlMbG1@OQYY51Sy>eV~ZG-k6y z!{6N-OVX41P1-XWDi)v^fCi`#l(c)@&zQWFvE2}O1MOa1Nb>FDys>-zQ+>oaNO9|^v0K)e=%R6f z*G5dd#S>t7W{e2l0*ig2&aQ+@6~RKI7E(n-O%=hwxRLD=pRcJRwEqFS5GmKB@2Z~U zfxUCQs%Ll5&iOoaYl{A=#-E+Ro|R#SE&DWeAj}?nN^IG`oM6T>4Y0r1mi>)#TlV{t z`Z35!BZOy`x9fY1LF=M%HL+d);$4U!+Q^S}HsZjPY#~#vigHN6dwjLlH|}5WhOZe1 zDYF#n8v(41``5ZFwhh{ABGdYr zjjdA3A#MjJDUR9>z@{THD1MLaOUx9Dd7NITf1-!eRa44FBBewK8hGfe)ib0TleNNV`DIX;w~a3^}9I# zpcBb-#hdn5tqR&!AhZ$(DdcgEeflUu5#d+Iv9b1-u}zrYq&Ki_*wM5jU&9I7N4pgL z$H1s>G=sM~cPdhqP%fQm#@QREaO>FgFml9XMvx1aqU6u`PbfqLZ7zh zpMu{k6M=>CGr5HA!niZv#((dmbF~cCiX&8Uu%|gmF=ugL{8%M3fi3hn*}Q*M!m9lxnuF^U4>gXtv z2!RcxlyybKH0JUL^SL^X5M^J0U)a0ATEv;BbX=*OC-8_~%=-=07XL-OCZ|@jmHY@A z!XfRHSw>aLc@@Xr)93jjlBCdRN<{~ccv?e3U`U15Go?@S?OQKRn#a5U0!dE^|m2m(oC*!n@o-4b;m;{fQ`SY0gk;+PxS-2{gf zm}kh9#SV;bvVH-$FK#_>FXX_z6D`TP3Uq$*Du9(&al5;-mKebHP&zQMhNJ+>xj=J` zuz)D;d<_$OL}h3HWoiD`%UH-0ES~~lgw}(0e=NM-iG>Jl2$*=IdvI~DyU*lceBB&i z;tIk9n@7aBiN~sk9Y{&FnNp{N^c%}Vd~JTr=0>P51o*$N_3*!l!~Z?4hrg7;;xuA# zEaO|_luRWvlFv@lHY%i6IXumbQFW}3ho>8hQ`7pCJVLNy$>zir-MQ>v2%*l2%f~m< z{+A-H-fV}7jWc3lRtuwkt1Y(h)iT&{fYUcImFd7c|HTyPNN~a@@&dBO8!|l-tifq# zoRLSYU|cOgRwpMN6CSF{{{3Lf>CFE99r~Xm{7HoL>IhFTr*LW547j()SdV!wYs8~r{733V__#Fk}I zq0canAvsWS)D&H_%87QUu#o%2d|Nr z1AYFXEfRZlL*yYG1c?1D0kK5*-auG1wSPH*-#-uG0BQxC!bbQuexz^E%ee%fx_bjDIL6q;7e=9D!8NNH}UW{6UIGq0y;Rqya zyo~RtbMiUP;u6GIIOAbr7GpVfX0yUzHSEm{V}V}GPk&4-k3Y7UUE8sC&;5BPQpfB( zWe{J>+1cAT)}1K)lFV*DC!+USnBHrln*OBa1-Rau&LsHCA|RV?(}D+d z(x2j5N9g8v%@=G4-wTX;MwJQn%6T&?JMnxth_M1w0i<2LDG;R3RaLY0fA zk6!~7j))TrI8LM5X-3Dy`Lu+3C06_20oBUTjBaVL3?I~AfQ^~d){)^O8hrR%)D4V5 zu<)TqPyQKT9??&y66pftnM?gXhxYx2HwpbdL=LWHUue00|6DX-txa+1_m`qpz$vtT ze>%;H1T~-@Xo98wi&ewZ_#^pkr!{SD=;v2F`)yH)ZCF);KYX^JYAdK4Q@t z)hLwVt2K_G)}VRg&v=|F#}~QQc-8WrHP^a?$wXpTrLJ};ykvRm*q%4z4k;G;EBbv) zzfg>i^(UlaB=o=ai=k?)=+y8`tcc}_6JNI!4}5T}opsq$;hZO9vU9SR1W{^>bk!Oc zZ|~-`<|Le7%jl|CJ4tKrQ3Ky6AZ>>%6G_|23#Cv{9kW8o0=BPT}wntNuYi)iP7WWmup-gG!iT z;dB!NV&k&oGO*_u7r!l5{j=E^7vkeMOVkY>LF4gZ3Z9E)fWf1|`QZs=@OX7xid&C6 z={Vi8FFWUdvE>GjbI?Tm29GmQYmnmROyG8ZsZ3`_@L&N4cM1q$7)c;`IK>d?@dFC} z=^+b-Q%{UQV5*ocWPt(>5OL6hwke2$IA}NG5jgMY!p0l=y;A9AFNqWJsnKOSHFX41 zQ;cS!_9!%Enu#t%EdkO8Cow-pGhfU^_s=4?d0`-Z#9}78B?@Kunu&Iz)*x;Z+Dx>2 zF;XWs9baHL4~?LK5$>Z9>w)Q|HoTNwJT^-IimX$_+e~*iUZax~ zc;Ex8Gub6Lz8#KDpI#!hQoj+%m9Us6Z%Vgd+1}tW6}mrNXu&=DF0)?VN$(+mjd!o; zwu4B7gfPU;6$n!k-!gbGWTgBH zE(upSr*jx7ckc$u#VKPB1jzV(0d7M`$j*ZI&h4ttWK6=d#PA7ED zc@zk7iSXpgADwmdl-VML@?|2ZJ6 zji~K})dvJy-0LDRBncPLH|_k$$GRcu0xB_~QO3S)xq$ZI+W;dB*SvkZId5D*Pr$t3 zbOHU(X14!&tW;tfuSXC*d599aFegv7G@&95KoYT)S>$D4X_Lqi#8SSf)v}80ER^8I z%*}$t4A~44H<4op-k*b|Jf&_aGY3&FQ_G+-#4Bc$A_6)cE0R(g(bO!myI@x&Di9mP z4lQM~(T_|nhXd{O#7@=vNKHSe(f*F^nL-`|^G!+^Q>D*rekp-NHlF6N;DU?p7kLO% z#?OBxGYJFyBLC{+7jcs4MLUTM^_{USBTv1W8B-m(czoXyhV@wMhxHSmVa;WH>(Apd z!1lV`J#@=1^Zq+P+~WPKKP4>2zJK+{s5Qs{>vZ>YkjrHS^SLnZOOpQVW`ABY0B;LD zUWt=tHTp~BG;*KXp?m7XLC}rS{jmfMH4S6a{qYOHG+^cBAop2$WzK~VovT*A*}j~) z-dp+mS)6^nf%FlJ`=cugW%#;3Qm8d(_JwzU{K`C8!XaWLA}GBMZ-imG6RqBb>}|~*jLJ%gE(Pp92`R@FXqDE5NBpi569-Y z_Hc+?%=B#}ZEVbC38on-FtQ*=fM}H$nVE+P-_MlnWN5;tCf9SYG*{1c`?SemEOWNQ z+!iz?n$_6(om4z1MIX$|^li}Iq z5V4?_NN=9w^2Au=7`h6KqJgMc_H%-4sI!f#vv^Ate12TbSr4VnVy;M-iR%=pM@ zTdu(AfUFf(a{ElVtY(nYwo;m4dtWGnLnS{p4nIth=6V)caOsPJdN`k@O!{T?6iKf! zL~>p1-=E+KE;?A!Y@85X8EMDv82C+)2qRxba?e76Cod;wht(Oq-4PYthnEL0c^`^# zt#Sx^f6x~&X68Lv>HQvWpQYmVZH1-v*0XjShi;&Q*xQ3mL3Bifk?WiC`BS=mp_6S@ zAh+Ot%efP1r6gVGtVZ{Aycv_u&(q;b=6ar+riAsXah6DOVpH!3XiA1-xOVQ)7%*qp z&Yg$m0g;PflfuwNJ`+Sl)A=5gNNn_@vw^Gs_w<^!T&)N(?|jxcPi@2B!#MOjeSH_b z1DGgt=!+ZLNUNK_HCrOtOrP5sN4MqtgJlR_`w0$0MG%1nks-wAL>KSY+pzavogg>+pl zPzWPkV*i9ym#@`^QYSghUkb5vwH-lR%~L0AY8TDWSTH9;!snT{(YP07Hfb?4t)+iK z=3yx=IH)YJFeVkV%p+KRb}wKM8~>hSQmbIj7>U3MB>X~?0weIzpe6l6*D~=)#>#8? zg|5c80g66X?tHsBZ~Q_p^YRP*0bF^rhcAX5{HIn9!l_WsRFKFFX94pQl9~U3GLQW+ z-kHF`qI9-6+&Sc|U>+PCFI+P`OgMY%pjx3LNZH1f{oC?IcyA1cgL2(?tyZqCUAYox zF;`R7Y`#31Dpkhl=Suc#C5~u>Z>pG8SB|MgenKsOlB%L#RW${7Ri-eO5-U!P*CqxD zs-u%_s1{pxIgN%d4Y0^CrqJQ3YcuZzuY z-tTrp(Ji|M_cx&J7Q3OoNz*5GH`LcT&+xUIJNJaGN4!U|hC>f}Qgmu3lRwgi{E_Ah zW}>~l&FeLiKhj6=ROB7;RB6Y?&jPU#qnqm|QE+0qxxS5B0;FG#BEP9RU))@O*5q{c zbL?n0E?Knb*mOc$kL$i^Z6muRG}(4aqADj7sE2V@&iJ`H z$NY|2*ZHij7@Sm%XX)whGKH$z#ttU%JbS?ZHT!f~iEjBauNE2A-=QxV9ULSMqk3bT zRGusw6lOjEF5ar`aJ(T1j-J%koEh&u!LU1n(*r9-PAfdI_x$DvJ(n;$d`RfH4@Z+U zJG3(blA50e;~gIi;JSRS`u1_&*c?9TVRLAFZkt-W8bPR7;cJz8w&ta2vt!9hus#@a zfTzOEZ4ML=37r-pm)zPw_6KHe5Op*oFq5=u!n-P?H$RNh^#9eQAYLAE}>}wa1f`fmwva$8)80ggw~o^ILs;~N9{V=SA_|Ag=uyLdm%xTC+s;ef{O4WO=4xwnZV z-`o|<%>ZP9*S&rAbHiP9f;p0=V|P_y_e(bb`JwYR|%iA4TJ#&d^V5=u~S2SwEi)biYm?m zSYrdLeO7)Ta8|~s=KWQaxoJon+M7^IfWX10s*k`iUs8n({cV$MyVYvm-!VohvtTxS zGkyGk)#cB0{l=2eoNCZBxtd3(lC`nox|MKHTrW!XelOXl%9H5QY^!*W>te&NIXIkS z+ajalSrC|6!HctEI}A^KBmjmns&_vQhTG{TEJQM}-M9Dpq6oc~Q0;ypblQiDNvd|g zke`zVvkg@3`26(k1TP-{?7 zze9UzYzC>C(s~6}fzm{ZU((eY{Op{PjiZP16A7E#4xa^=_HR(|n#fvXtk;g0BY}8{ zQGPuX1v>^y)v~B1Kz`-O^5LrUMt*(9Y);&F1`e<@0b;&Y!Ji-Na&9{b(5KI`i3>{`>?w+5|s_I34j zuj*cn^PzpJvpzFA7DFfZwR`z?79gW27G&&f^`W3y(;|1)`6qE}>}NUQJ9M4h*MW*< z)Sag@t4W5swBbAI&Db;HTCa+TFq5b=L^tuq0?ml(<+6YaE@vi57 z#oxB!%DaQCE}q>JdBgc0?}&|F9MGr?J-UKyX*9qH%fRD2V>)Q0K9uUYvIO{`SLw6# zgvxX>5Suc%#%;x+TXuGM0}$YA!e?P^8Bd@#PAg=JV|5%TF|BPo8L{FIA`(t}4+8*L}S*g?%4_a?)Q}biU00s+96^0& zwhb-oP!0^hpGyzL8P)2>>==AuAO>T!_uLW%kLE&jBWej)h&WpPruTdaOWi!1Q~cgQ z0*S@m^WrF^;cM@?3$?~#?`d2k7<(wzgVK$3ty$f>s<%f?cCFSdrC(dYLwnhpB=ezt zQobz+<}I=o+^jEVZ{c8bSPL4rHeo98ft08EC%~=MjoD%Sfgo6WFJ7lmF3L=8y0NqX z1ODM@*Xnf-Lb>C$T(5oK3 zYU~qLj90gCMz@V!xY#y+E4Mga{&|;{p>@%{b$EH}>F!R6?P@~Rz+BYEiU8FsmUFy211s0D@!zvTGkx5NO5e3K6H)hWHIjan}rud)p}sPeS00u-dqRka#_evn@dUjmfyb70L?LPkFHSEXp zh<0iI)JN)#(Wf5o3PK^|rPeyG1u9=%Z zgEv2hwYn;_y*6UolQXw{9&dX*Gm$UUO2vGpD0bndh+TNe%w2c}?*i0MSfGUQ?~2&? zJu^3cHgDWmJjB6gBDQ}===RH%QmvFN6~y+75!-*!%Pux$&Z!Qg=W_t>g+TRoGj;CEKpL94n|q`3h9`F(*IzpNO3}HghLP>2e-ip=(lhb-nFtk%X~&qpeUXjyYvQ z67jg4M$(qXL?)7bG$z212%<4Lg5&{>E$Xx~YixO?HBw^>9W7WITXksl(AW|{oLpn< zn7FFOSR-*ajj<@=DH>x8G_N%_IcXAUY$gzCYK*>!2sDOC!i2`aNsy>FmSEMk3Ac?i zeT3Wld>$mUDbjy6Awv;U?9F`i(mh-hfXfQ5B z-YDOl^Q#B)<#ZKc?_lwIPLt^=7k;0|YHk9*THNSe5de`C(!ZrgO1a5&O)XYSqI_0~ zj_#5?d_$tUduDXI2IoS5LB4w-(Vv&DS?}Ddz(Dy_8D&-Y@`2dtBpE~}Ifz5)EEk2+ zFu99b%v;dah>YP)(f|v|z8k$ED8)TI7p=TOzJnoY<#p0EpV+j5?an0Er%kzDSVX=S zomL)^23VZ5;vSxhRvwn`U`SedNV?`Zr<(Dzn1S;NXqzybj@>48682CaU@+)S-w@>N+M9mRbP+1;4DWKax#2a3h42jA0>!>XrHG*CwE1slVj2_3QH$fhoBQSA{R$FBHyQw6mdwp z<~gT`{ve8|m2}14u?9K#$$O&H$-AW?7nV-04M8V<<8*VAcgpuOB<~#1+%xtluZ!i;!4=n6SZ`vfx1%_OcOb0hP zoP*ztPI+IK#!Ohsd!|Tv<^Wt|_Z9grge1E!v6@c=iD88UjX}9^1?KW!(NX*#^6(8Q zNOXFm*ne>DmF73{oePQlUrN{P;yM4$s+c|LVwpdc7^#p2;<)Fcf?*?@ zX-saKxLm$ZA!*_{(lyUHOSyGj<{SiZcXWcdLmEb53F1m0f)GdKriY{QJqk$= zhox)wp@$~KOiNPbf=d%sgqBoe*NiXRR4U(uO-1WiShFeZ*aboPC?-km31VPy6%iNdMR9NdG5kh=fJDVbc`5??U$D z@*N0?>>sh3PXrC+JOKu@rilL7bH5o`);tSUv_{r6tQ;O=a3S*y`Cf!X=4sM3yJqfE zR>kaT9OpYAMyG%X)AxFGD56F4T4}I^oxac3dA8ReTzFqC-;I!X?~|^1&hdV+2(oMm zr}@y?;A4{l_76nI{MGK#i?@&lu z_@s2rb50A-5&1$cUxsj>rfquIEa*rY@T=&=@N;Phg(U{Vx-i3dT-5M0`5uL&hM!2+ zJm=J)h|q&t!1k3?Cnu1OrIL3f5qa)ok;TPJQAKOC1j8ad(!dEz3EtX-eJC!jP?hgYNE#?h*X%OGwHBm)qD|GzP zl^2*Z*>3~=`=e9gd!^A6mI{r~JkL?M2=GDqeuN~z2UyJ~f?e_oFHpF4mD?@OKa7sx z@5=)=WXOcEb1~GYTnPV;e7`~>{BNXdc5$3GV8K?hsWa;!2RM8sg zG>|f!qjFKk$@2XQNg0czYo2q;uq<1)MSw*mA@`BE&AC51N%TkqDC}zBvTS({$3+XB z@*N6E3rXpk=bRQS+0+g^mwPK4oeuU(11BsUxMWk;P+T;yPrfrDY2c5gYxbdmCIm}M zHsu0J6IFzkO=FLcxL{|!Ovh$a*OkkK$>;OzaDsyLrszcY25IbsB|<|q^&EwZ{$3~F zkC62D8tIx{^fyC%MC_Qq#0IlU>2Myod(;icu~^90M1R{O(Fx#TY4C(403*3q&|qA2 z@Q{3WLejx!rE8vZI(Vi5x@|b}DpTa3H(|bGGR&JGTqhYGY%K_e<9zKkl6o! z(lyUH_Rln+wyTms0)M+=vixr%D<%r6XpLfG1WAeAcj5Xn`3{7{^|PgGmc@1acBnIu z6%@0yvVAUJ^NE43?N5vW`#f^??f*n2Grdz z4Xd#8f2Di=`%*s}nTtZ+D&Mz|6!K>2n&+HCF0)gJ;W_ut$oQ@3Wbv3ZfWnf6VTTGH zj*Aw)A>W~pwD48wn&+Grmf3+fO2?02!;YAvQ{WSezZIEJ{I4{W!V*Ng2cPg6lZz_; zTfSEzsp3DSYo2qe5I6*jq@bkih^$d7RYx2}Dmp=|Kozag5e(aaK;)DX&>D_Ah9V)~ zosg7prF6}6P6^L-fv%R$Oq5|Fs^?TEE$oR-3%jL36qY%7trm>5?E`XC!}H}k6p|Wt zNY^~))Nr1i8j6$wPfYeb6`cU?k%mfG0x)*tc#Ofd8oWrp7a_5Jr*zG8j`ec{h&gv) zeJDE4-!Bc5usFZSLn2^KHW$X6Qs3VI#&NDq9gzBrNI*x z`G$YecQ9^l|3mrCgrtJ+OV>Q-R3J!!paT0s>7awNza3dEcm}GNJt@#J95*GLF5jJy zlyHi4%|4XSgqzv&RCA+d6IINer}{Y=@=&J*yQg}vRH##)LkB@_icXLlr12D%F)i0u zrJ(V+De^}7{)D8+=SkP>qR83yU7yQgN2eyH>CjjQ`s>lrUy%k%So9ky$Q(m(W4t8a zg^(C8NY^~)7{7>vYb<{d$5ELF$T;x+w&-|&i!^A$;@!yQ;W-dD_TMDmk&xJbgLKVv zj{S2u(8fz;uj&41bhLj>8YW@UexbnajS;x<{fK-ILgM>j>6+&p-}-DX)+g8&PlP6T zEb_mPj`rV4gC;E6#o6u{h#UJ)%6B9r_J1v1^PFS<50) zzUa7pg)}I_;`SL9Zqpezc3&>va7gS zA*yJN>}+sl)^Rs>&y#OBBzDi1uKC2ku9GWoh>qPGr9lyP=Gw9A!IhsU-*8CmUMF4i zoMU%sE2@`h^0(;L5CLYYx2sE;`6{)FZn>#i&+)3-5r>GS9G)=lZH%Kv>Un9yvE_i{So6+&p_ovgrF5@NVn*N^X z=zg~}Fv6nyEL~{VyY9yDJLQ`WiQ)UDYo2oqFUMAcdI2*!eOs=QAFZWxrTPd?AQ?qy zYN?Vx;yU8=2hnl=U1>0d#eG7@{fvWhQ^mLBI~9^D9+R$l&Z*)G6M!{jP(gl#8Oh?* zA4Hb+mY|B(NP9*GjhRQ~ri;b$y$VSe|NGRViwmm6DnJdCGh+gIRf^7~p*K1mbjd?J zWKu3e>UWRAjrWv%FGAvdg>=nx&JQkiLo7|}YbED2)n=mO|5j=Egk2ttC{_Q_xanYz zd~ZV1!EWiA=bR2stx+~jhtBtk=qP`=G$_KN-0-}xj=QltCEsvJ?A{|?vk!Kg*vxG0 zhknl2XiaUR3Tr>~C9H~!cH@#oi;hhvwDq{|o7Oh+%O-x=!Y|v{MIQ+DqCTP>I(g9| z-z<}HCJnmnuc%kD4AI)Q4;xS^kw~ z(SJF>tzD0yXkTi!3JZ5%XtoL+cX!Py?#|%2qm9pE0-pbj32`)>nGpBeWR1Ipz#&yg2P9V?rJcX(r?yY!+-5@~X{NVIi;FY!y24?wAYYA^yKs%9b35{oWrF z@@PmiA@8ltg3UtSo13k|Lf-#vwhA42FPc^4={&QNDdtKO0?&LjCd|=zX2RUpnuVE# zxks9d#O8q`eaJKQYb zEcDfzt-?ZIrP(TU^c`*rea#%3!%Sk!U!WGUr3qE3l@x}`C+>PfRmqjI^$E4eBQ`G= zF#3*|FiPW`38R1BEG#XI{u!&n*Tk6cwJ|mg(bIR;$vK{Ji0of%72Fza%WGzfE>q*@ zql54>!64LbdHdo;?RQU;`F91k^j?F@_@FjShRWyTsf2l$TQ}Jx*iT<(s3=lVqN0pq z>tgLTT!ys@%HvvW{;*lt&{XAB zaM(mLp?{Kt_de9ALs17G2WHcBc;>pBH!C}g$Sh$F{}-B+JNd@j0i%sm4BqsI`tck5SCw5n}u(2jKhfSo3eJ%%Y?9|w{vp&M9 zLR3(NA#CttMTRxUE@eTT^;72bJHHZY?EV^$vp)2k0;9CFXj3r7tnJVL{$^ZoV8N&DcD36RxiHPEY0cM_4e82u7m6InXwXr6qLbIy-=DMQB21- zW3znkLekp1pzPxIW<`(u#tJKt=$4pBl;AKE)4i!#qOq9ndRE0OGTnjoY&VD&DG2G{w1wBYv9k-zhFEb zZx#vGjJua3!B1ro{Pe6lxDh1Cnrw412H>IGlq zo2bI-#kyv}sf%?}vn$rE+yx1uP|8BC)3Y8c*+RXFEoRD=43bNf4k?LkIPS0=LS8jf zJ0i#x=l^{?S_X}ICK2u&v=vcxIFnT|iy~Ztfa?oZKd5%M3aX9v<>*jS?@&_5b5h51 zGC>_m>S%T?B`c%DzoXeItl8DhQ5g495@{AZzh(GZvOJ&ba%<5$nuVjq^tU%#g%cG` z@Jfr_@(I~Q6;?0WnjMJFZjUs@ZkrWZF4%yekK!1YT1b{0bH>vBpO}b=#x)a5eOa@x zv*_rh%~oMy@FmSwp=0patYYwDV(A-c19qvnUC+aV6*E&6HG+@Eghm?NOlbU2vjDWv z`2J?Au+aG4W~<<6tT)a^AU->r3j#g#uqumqxf|o(x`XXwL|h8(A;X2XBH=>&T5zEq z61Y&TJuVcujSEEq<3bUoxKMN=E)?a43x!o|UCKO7_(c}ZttV?_MZ!&zMDUAd51tY9 zw=S+X&Z4eW)hy1|8Br_LGk$9{KW4ji4&JI&R29dEU}>d9!O+;Lv3&^L86huxj*3w# z#;MS#C{XcTDy}B?Xgd`vs7O+=l8P=WdZ_55Vigr@sJIq|T5X&&nlJEdU=?+wo-gDW z=%~e4qGjsAt60<4FY1H!i#lWdqF!0QsC(8g>ZkRKI&A%-o?E|Y2-Ytei}i~JW&NVj zS-)tQ)-M{b^@|2>{UQihzX%lOuX^Lmu|jDC`Oz3cs?)EWZk)?8rRIdYZP-ANK_aqD zEki(SEY7ma8I@A0maa}tjFbw~+S>rZ#wk1buh&fLVMG+;G~9SbH9taU#;hAD9aN{S z-#4m-(joj_n$Llr@y8iC6>NeWQLuv!H%>(iAltt>%%Z1;8)xUMJ5>8S#~Y`ov*W-f zQa?@an{J$$&J;_lPHh{$mvXl11^o z0*d9gq4<6c#Z`w<{L3VY6-QB&Z%5I22a5WgC_a7{ir>5l#gThZv;?3%HgDav{>Qp!!HYdEjDRGGGS zd;O{C_I)ULw|i!;O*r&@A_FFBukYPd-#^RL=R7`6tnar}Unh7G@82~u_YY|luuTeU zhrL@j5H~w&R?|ImHAm8-KSrqT zD=q?lLKPn)o_zt>HLqgr%vB&ADqrM-hI|ET)V^U>+ZU?ZKp_5zYMe4>%=x@VT}N2Q zP8k*k_71$NU5w?153GZ~Z+cTxNcKqDMH*8TmsE&~_zZfsN5d&ziO~LDTJs)9!P~#c z>oX@Zeo5aP#5&2pd6w5V)pEWlG;}Ymt7n)4y-@hbP@aS@+G!E~XDqn9nU$VjP=b-F zS~&=jx16aUum>sgINpW2UQcWJ^Rbrmx^xnBsBX5psQc+7LKP}W0?Qx?@G7qK?#@J} zILY}^sghGgw$x2x#Q&HzT;W{91)ECcn;>MZV$GxICR&O@N8#NkCU)eh5W=xKW7P|XED<|Gaw*psDZfH#bYs8 z00tJM#Mxy}PfyQG_x5!6_G4!UtI>-^QIs}PDTJITlC4r%kI1s4vSXJ^rE)2%*d;km zDsmK+>`GjYt*9bb5+{-q+fg3M_nmW}|9}6Uo_zpVai)OY?)y0R+}FA1oO{l>1#0mn zvSoh{AKK>owar|mCa$0(O#fTfdN)`&t@Ytltws;8Of|dB!S;Ss_rv7;KI`h5=!bEO zlTNHQ>;L@Z`lG#G>52EZS^s}`_07_X+uv;UF-!8E<@SIsGvPFS6?xT9;zK)cHb@M> z9%>MUcAF}ehagr7;s+fFvq54Ia$@XYqf#{9>NT!JNc=@Y_|L#FPndy#yNK%kHmbFo zZk-wW=UOl0a6XS3?WKxsaz!USXk=L3wQD;(;QW$36tb>dbI7LG9tDJU*MZ3|(4Z4S1q-~!_ptu2y88Le5!Nqk$A7@OA9Z7FrskD#zuy~-hG+Wy z&i#6dN@q}T!v*nA2S zK&Lf|clvV_)}Dm0rdXX%U}fuz2tfczi8 z!3O2$rysY?niD5H?Kb^cA(|8vkFC@PgADqD;?1ioVfTA@zOLW%nG9%>*i zI3Q;0gh&X12PcMTY`8X#&zQ@sJp=uPqLAo<)E?F9P#d*IqBRY>ute3zZ$kB<^$jl& zw%#SPA2<4YDBoUs)K+?LvEK!H^(0ES|B|a>XkFM2go~0s{&m*sE%sBU@JrofnN__*^Uq#qe}bS%eJ1G3vGz? zCe^)&YVF>qZC$h8d|luPVzgP>_V=P{`(Hq3rkzxuZFB6fUDO}qpY&Y(F?DUf+pv`l z1=q$W?y)~Wo%U}+Kc}sl6{HoDuaZaO^?Rt;eh(CTTHDZQt!?i5qw+J<0shv=mN#Ln zP~JQz9PYn=jAHEvpej_@U#pYOr)k4d51~N&ccDwvQYMz5yv`bx`va;QKLB-Opbj3JS`SN z`&ATZ|NalyQYUmob-7R7w3Q6m$Z-l$Gq0j>`wxHA)-W7h@?D3pp?`-O?H~WL zt!ARg*!Ka#l0S<=?Jq%}tkd+c4y>_|D-V$$A^DS3N5A){EevzwIT$c!N(WSrfP4(~ z+wb^U3&ad)F>Y~G>3t~QzWj5xk|7+$N;Y(JRCyQm+W+*;?wpl@9qL8V+Xh3qA~K3*No@b(ugLYv&3A$n zZ1?(9KglJg(UE_3r@qmI5DESC&39}!yI5n*>#w)B|M`6gM{x69MoBHkWKCSS)xgzt zIRXIl5@-um)VMoq|262o?ziUch|u^^GsSe)Anr(<@jYu}|-8{e^G` zZ8T%6w>$W8^Xs&?SqR{(hj<~Uv4aaO!75Sfov%oV?4|m4^L1@CYN~xh`}0jNiIzRf zHFEQVr{RNdSVRosN#F>#^?6yYuglGpXy9+YT~pAhua9eJA@t~b(Gap1;%swfsgm8h zQv~vk`~Zwk9Ti4V0OfT@Th!?M0L&+k3^U?aRHZIZMVZczTY{QDI&lgJR8gt( z15m&1$hdm-x&RZ!IzIsH%#nc=^}_;G)a(2J(A6UYouq0P@SX zNpy2nRqZWxMd8g4)U8fYH&T8J1W|kQ0}z&`fKX6@3lvd)^J7XV1wE%g5fwN;03|*D z@kkWa;Q~e!;rsxY^tz70*aIn4iVGl7hw}q~((5_~lu(Te98rq%18}C9r6O-2s&Re* zLYmAuOp297LCz0UP9LnP$|W3yD6{!-G+^lo7nL?Y0PK*(7j!F7Z_DtCVw)d;a>($8 zP=W(f)Z6?3g!J$ZjjCJ3a3_UJ^P=SD2P&s|zo4>J8PhaH71IJkRMPwaj7O5Y(85re zE=RLOWy}v$Ptz=0-3TGls3>>&fm&IzQ7Bn+Es189AE=W)g@QVVsaXXJQLyp@5LXVv zq7GD@}_+ zmLGs{`1lo+vjRiZvityy#U%QwV2ebaKrJXhL^;b3072Oy-kp@)!E z;|df};PL}dPEY83TA3>#M2*W2fJoC;MI=uN3_mE!Tz;T>di81b62-2dASzvc07jZV zD~$MH5ydV)Q0rUD`fioH(vGNi`GFemOV$uouap%fFF#QB17&4vumq9PqUzHFF#5l8x^pW7UeHLCYH8%hzgh=<#q3L7j$iOdgFO%tzTRj*K%)V z_Wz)r=y57Ea(~c>tE?5!!Xw&3cnSq<{4i)JOjaB9_B-AU#d7LRB{Umqe#5HTKbp9s z^#yG`q}tdic-tpvR}<76zWp~pK~=Wic9;yb^+3=?Utg=BmB+M|kRVvbJM5rKQ=9wt z-+B&hnF~Lkhvq`!?=rMsG}cFp%f%LPOCa_)VT&$J&HLNG_FcY3pOX^8|=k;J1IR=SR|H z`s&qyR?cfHAtg00DFn^fw-v;Pp#AwTp`F~T3ux%Q!NLeYsN)1$dLhx0UVDWtX^Og8 zw4eQnpe2)&Z^?tuN@(d7ZD}q*D73ioq$5aGkB;`g`8l+hh;5HnL!uQ_B=TArEq|xB z{K#p!9Fl(RX`J=>QBQAT=7;l9ly&tXX@3T8VmCjM56b>s6EK%I~uwr5iSMGAca~ zR0^WXYD3Skp)kHJDm;GLg*QLFusGie0%BHM{r&F7$uP-{@9P?=^P|56h$T@p0X#bl zxPrmRc6DU`LRevG-mus%`k%olpFBj=g3TZXT}YhOU8w!<|0h87Xb~cT|3{}mM_WK2 zhT4Z{M5phALG;=$1JOjlMPT#7G}xRRO$^T$42@~{tW^+wO1-?=kNqleydx3lfc-;LVXrM?R=-DQwJ}w# zlf_QO?l(4^meZilM>8Tp{r>Q8ptrXf{tf-SJRQcxLAN*-`%=Vpo-=dHVa6-1s&tlFat;6oh1I}^$Z_&*!s z|M7XTdQ~buLgW`Q%_ziwX=|LH`3g(B05Ia7*lzqfusd>e6d>}xGDOs26Z`7NbYGn* zD|nI^8wH1pRpW3iqWV*R7pP7jaR)elsI+N@UC{wpyVU_$34uR04<~RJ_=78zfj&j)Y%y3A`;w!Y{c5 zUVtOvmt6wywvq7HUBZ`e>x_h7aS6PJM#A543A|NC!hh-#ctMPWzwHuu*NcR|;}Upl zi-ccw3A}wp!mqgmUZW!6@45uuiX!3HT>@`9k?A>kjn1YVmV;dfjDZ@rN4yDovZ zR!I0gm%s}sB>WSXz-uHV{C6&acS1<`r!IllJ4pCvE`gUeNciV2ftN8z_q- zflJ^;2@?J%m%vL8B>YR4z}pNY{Le0d7ZgbNUtI#P9+2?Axdh%OAmNW(0xt)U@ULA0 z_54WqKV1T~_DJ}*E`fS@B>Z14fl75G{NFBt`f?=vzb=95a3uVxOQ6mh3HO0IdEGV= z-sTdhxkkd{n9Ncb9;Kn*k!zSbpB$&7?|x&&&Hk?<~;Ky5J+-t7{o1V+L)x&&%= zk?>6}f%;k`Jm3@L6PvyE`h2{Bz)K;+xUyBE75r&``c}TWIw@Q)H8{K3fX6Df@GiNFUF-1of5L2wh5B` zEPu(vsZ<6bd(|dL_67d>LDr@Y2iYj&AxzvKl-DqfKNs!fpW&+wPLGDs~6vOjAR zB>NJ7F&>8KGLT)f36fp6zeEv%>`j+IH3Jg1T>>=-NNBqR>Iaap%LI9dgW^3B`ZhtD z81NTkaEMTi?6FOd>^=LdO;Hxvuek(@nn*Zcf=D`)>yYq$HbDUVfc@2`AcX8MxCBZY zNcbU_KqemvKjIR|P9xz*nINGw$-yGw$8CZ%@n!p~O|B8yf6*n7;X}etGC_jF{mE}g z!cW@-0q~dkOCpbv3qtvywF%6YKpr>W4sR%gz&T(vlCOq$A;R(?WQVbm9*A4EC!PzdQ5E03PK)oG_al-OO{C!i1M}_Ls5K%$WIPyW zuyvv)c@M;SySRR2%}?yP>08>-I*?jb87H*sRNvzWL!p)Lp6-x#{(Krx(g}II1GJ`OyGksQ|0u#LWkT zvY~jU9Qw_NgX~E%gR;yKlBL`=!k4-6&=qy?dV34omtkhO%kh)D8UJuk;veoC{KM6c zf4IuAhHrj@gRsaToUer}uh;D{3omKB1Hy zo~}uhveP@G-Og!5lhGhur!6SD4qR(B_Zq#;CPIzSx?bk*=7L_51WJe@YEOto^Lphw z-@ouxUv)C8oSnt91^s<&mz_~|{>cm3(!$cC)e|RAoXjrnw1yem%J6Rox1k6wv5Bay z2<0H*_0RO{4aEF=UUTNMPs7I%9u3)2b)lMlS8tr{*7pIXw=qH>v8)bI{e2BR?crs} zfjE^tfBx)KFTCAY_s(?psUB`^wHg}Rh;Y!i);0XR*339VLx-=7 z!!F|gW&?Pm3f8S5ddE)b;9*N)B&vxo)eWTgLm~}uY2?eobWSA^j8&*%8ki=STYdjhw4nr-2>IE+3XdckD zLnls{G*UbfP@6-S20IT-M}3%e`vz8G5jkaC=wTe|g+F4%KpGKwkcws-3X*`+Hu zDe6o+$m*ZFv{~QYZVvF%mq4a3FTe@yk?hhIoXZ!N6z0f)ZnbU2OQZVuz!m@O=WbL+ zvj?>st@c6Ibw6z3AdLW`s%VKP;|-jUxVP($4j#s$BMN&vSd^vRO*P^N;2?X|BGGSo zG)qRnkBc7(58!I+z+m(&5Xzd^^VzbD{<>*oos_HY0!<@t(7G-gG%Re!Xk9ud6$VX2 z{kBHT4bCX)nYK=yn)&Puh(P$1$Ei~~99%ucT)XgeU1ipDN%p89Xf}FR=#F3!gIC%x z#Oc8+jA6FlYIZh30!7(6;G;*~(Rep&v<8iFYed?>X?oQW>gNzYr{10a41#i!bYt-k z`7(kaFeh{c!~pR-gNJKI^(!E*=ne}Wb*{NUZ&Vhu`Rp}2*)6x?W)E&G9VkRuNOsB+ zMP>Sk#7p&Yr48R?hx4IPX(O5Br`0cfOUmuFvfjQEei%FI0}aBEh#H@_@LM41LaLa4~|G49=>(@ z@QI1^;d7^?cO0;YLL?@^&*2ml;^A;&IkeEA<3t^j*plVMq8;z*!pjgAbf8BdlFh!2 z$(ZiQXqB|GOWo$xti8^|+Eh}Ksu?6<>t+L-8DZOQjM1u|7wm1$>0(*dOE7T^pXcBT zi3T)Qdcie3!0y1mVF?>`B>Xf(}=WX-%qq^W6={kwd=ElYK^3H!_E=Y7AHv(M}_ zG2+UaMTg?hZkGgULfBQ*aXloiU__KBn^CHeCw7Vh&R(7C!iaYJRfLTl48Z&mTw>62 zB@%;^D`C68oNYnU8{t4*s4fWf;xIs}>7c;V2}<{Y zm4Oaj#DcYya4Q@3v9)my81#l!c9}imADF=Lpqmj!-o2wb+^P4QYYUfkd^XV@EUEK| zYV+Cr6WPoJMrS6%?`3V2`zo4XGhKyaDZ;pg9ueC-BEE%OzZ88Yx+#X!6FG4(`Ey`= zl`Vh-Z4)u^MD6mw=Ma{*VB2(#L(17e1L!l+eTS=MyeYjDh!)SQ8> za>aaq<{~%+oE1_bIj&V$+@}3}N8?&{aJ8`g1uX5?VASK9`RQG`I2bp5k=bZb>SE6Y zg}e(ZvxJa@8w$%42gLCbAKot3pFU0T>yRFxnW$?Ab%NgDnLfx6?=bwD~nOEkYoQWZT`Yz*aZIm{X zqf5gp%aHW#$y|n8V+W%(yt40b^VDOOXVnCv>(3F&>w=uN0 zs`^Nb?P2NkkpoUgX=4t0;ny0A25#i~&mBB(q&h{9g^l)1P5LlKQ{sFNe7pZDb9fAgp#L#O8 zEuU{fLx_x2S3!&_0xA@wKMr6@W2EY(5^WJjpMSAbAy;3vcOwjqGVjqqVp#jlE;Kx# zYaC@<4Z-h8&p<+K4hE1?M>}}(7W8_vnw`n;fClu3`JAlNtOE>2tDX%J-l2mcw&RdW zsO9jZ|MYl(#s<5H>Z?kjbslHbl&(`TqCpHH6*U`BnL}iUl&F!A_(EPEo%d6@L-xP1YNpT?~HRR8Y8>8DQg>Jw?D^~3mtwp z!!g-|P6#O4!<_Tvdfw)-5{WjG?V{9^-)`gG&6$OC_TU9dQfTEt$gD6E)^nEYw7B=+T+->0+4Kzhn$?OLQ&jGdXrCWWO z95m5rK_)b#^dg6rh$*RoW)D`Q^0v1qZF^e|DhpX8hFn<~(PpELFH+xPQP9>&>rUw( z@JN$1{v7m+XfUB#GgL@fryPaibQiV$1a>Dh|Acd=wf}^9H1=lNTL40ibi4^Av|E-( zxCtQKlBvP)-_mUWLF%;Lu^Rz`EE(6dV4~dfE!+&SB`cateLKKPA$RC+0|H*wP1uwS zw7Df9Y)>8Tz)gV%Xc&*9+!nC%3%H_K&d!dZ(Cm)%zz5YKe>X4G5|rLv6o(CY1T=X9Wl0(W$zokHmnvT!dyMrDHrqIb! zislF{@!{WL=R3=Y(&Qoz9`KVe+W;SDc-0jD8+V!2xsMG`K>-y(VnEe#!=|(z5$bXM zS>G7;I=JnDR%8p-`AxQiU^aU&q$r>a;%km)J6P7T!bm+ugSV2pMB>hP4bho^eeQta8d+{X$DosKxYBI)4F_3hH24 z7?UNDtG5AOrvuNmj+t2xSVNAs<-meFrI^!o;-Tu|dBP^-!CcQpk7riBs=$=@RDD-9 zdj*y}9K^^w71LAbaVeizlXV4)4n95DGz?CR1)lTnY}6Z2hMhIv95XAGi9pBz-Z`|! zL)baS$S5}nJ>H8NQTC0;puk!#XXh-V9C2sY!BXKC7i*F9!ED-SpbFFE_*%=2VQnUP zPma0a^XvwrI4-tPo?qs|5 zHib2T5QecSfE4YikP@lOj+U{nhLnkc3ff{b@nZ3+*??GE37L>%yOOcUOVqK_!VNq0 ztWoV2kc7S0%!r8|Ti znI}sC2on_*mlNCG4|y==8OJy{clC}mcl2Jw@Dx>;(fR0l@p97~9yu8E*?N8Oovmxj zi=SBdM0H{5@ukPsYpxborYo_uxbX4n!Y97%v2R5QR|H&MEe~N?tQLnbTdWVRx2}oB zBF?eXzKuk655BCrFA-HQk*_@z+MrfVDcDZp=V|$M8kW*}qMp|1)HvQWrzovgX}s#1 z4X^le3=mYHJN}}kn$Mlb9sgt5DPCGMv7*Mi{(gspJ<}gt9n8!{Aacx+L&98ovRaPd zjiBT!+|U9sT`V=brJ9>@<00O;M*S@fo5SI{g8$=0%LA;~FLAadEGza)oUO;@ivAO4 zu>$xHsfd5$%v{fhS5^usaRp0oR_qs_?JwhT-5(4FM($j>)n+_~x%pnn{q~I|r!9{> zCelqeD-5#qB1#k ze%zB2bx1ZtmbNRizLZ~!kCf61#SmCtZNF(4DxL}Z4H@aBnAFX*+Q1a#tuXVLO-~pj zs#qv0>sFgJ%Puj`Nkg6!@L#FioV1rU?DEaGVcovIdU5qLaA`h0Ve6;1#p~@B{C8Hr zYjqoyKYmDM6^e3}Dh5Jpbq^38p9G=YYQVtQzi|J30P?{JK;UlscD#E3fR?;JwObX~ zg$M7u@Ccxd=|}SS;b5)KdjIZ({q{1Pmo@F{;I%B@#_hia;3I@5RNHwM5G42LDI7Qc z(bpV1Zrsz38{mn^kUovOHXPSyUT}H@lyDNNnjor+1>C);kT4D& zzBbMhb)Sg9S9}3u@(3i(WMJxuLaTwx2XTTRyC!5qe;YH9?4*hWWQ=feHt6kV6}XwS zc3K^nHqXup4~|TP#Kdo@mr+VV7D|b%Rjsh8NYOFN83;BU*vO z%|pS1MiTB=MsHND1(ZI^6)hl*E9br9W zdo5fo%CyV$CfCR9OfJ`~K|h|o>F_Pg*^GY#^h}ncf+c@Z}r1W005IPvpS1}x69HuNpq`9OhOsP z9Tq<8vDHu7QV8lRNl&bvv!!g(GpiR2`t48oOr4~iLtqE}_9aAg z&~N7v%0a*VC?AYtxpDhX9}u?2JlPh;Ei_MufTQ^z!6O~JqTa)@wC$p>UToHOm%Zg56eR*!U}{pva$p1T2`Rn5U-6AY`125!;uEicxHVJCAcTKBk}JV? z9q1K~wi)OZ8Ezfj6*(py5`^iyZg@MOqEhuk$>mnfO}wGd-?DlN6#9W=6>~m3$RZFm z+jEF3CE-zq?JwXfWJ&W9t+$rvt^&RNr;tC7>FqsCZ*S4{U#j6*c+d$^6j$pT4NG0m zlYrsYbPo5hSI4|OPm);y(cd37wrs_EZ)vwTm+dx?hD|9S`@8TNmZHU&0=8btFXP0C z3okzZ(#tQ_&YuGvxgk4h=G@ZG%(D5xtu=FI8^0I525{!dMW%c_Oj%;e<6+99O!?Lz z<;)lff%68yFy*nJ$dgM`==;tmPj*GxKnm zYoJ+RQO%atBtp^^LCC>ne{^1SDx{Rm6NcXcEcDrlK9vwZeTbtKWm~g8Sdyz+2jX(WSl7rOYy_D~(;MIarQNPAe zJc&#~BUqj%z(GbU(%i1Ojj>jMybY`AJ^^1|Yh4x_f)-C!pbZz)fZc&ZvSX_Z>*F@z zIh+hSV$_u|mZboq@iNs+?g+^U!OCt4|7zt&sQ>V0ECoke=^odQVOiqhB7Tb!jDi;} z0uTlV*I8c2f?JAajj!ZxgRx;{Ccq||3BHt5cB>su(%#CK&Rydr4Xb?V{Cjy?TvLS^ zgz<4Fz__?03_7|~T&xM}Gfu^jjFRK;^jDI_ldNb=~jcR%RS#adS3*7$P2zx4D!b!W@#j*BvCk(hRG-1?z zq3MU-*Ga9jJoz-^uayFZS@>y=1`6;W*Imuv(qj()jkAK`K!M;_Tr4*-D4I)&i|57& z#d9ff@%(6^d_F0zP#h{^R9L^h(il=-Wwu(gOUvBq7NZLU7vkQR+ELnPz0HF^qOjjd z$AUa(Zf(w~{=6p-F;7=$P%#C-_&DgIc*2oRH*2pEsHS7ha^;~z9+846} zSMJ{%9&x@4VQS1iQ1ZUktl^+(z<$@Vvcf_nh?GdcGj6ze^u=)&&VzO!@&kNyabFOX zGd?gHkc%#-a>&m=4Tc7eL7fI166795i8n_uzF=TV+zp-f0E~LJ_@jnZ;{L^!qlicb z!#cBY#es(wdLnRRMQKgwwJ|atX1IF5M}^>N)kX5`*Cr7#WFbUdn3`_ASL#Si-6W}&{TLWo zP1KaFg#pKD*mDAA^;aGFBoH|q}SJonWB3A&D*5BUaI7f;vRau53-0LUM3 zq}cvgAi5+Hs-1HPNHQtIN@4r>qlkrqg})Mfj|=6t%VcY{+$LGc{f;5$=LD8*efUX$ z%NR99iinFB$B>u77++s(Ruzqiftwe@-R;oh&?>$+I@ugwW6Hd=x`8t9kIMv{jVZRd zdIiNk92cYJ2WEj@05*kpSAPnH-xU=$TFh@_mKe-D_+h9qGp~0|O)wcsxODPJ?>Q)1K z6Ahx;z~v1UAGz$RMxsUZWD+z}mVQT22<g7 zw$#+33FK_q=i%;DAG~O8og&SuzNlvl;$79LH9mo?p}d~nb-C>n3L{qG6Q)_~7;u{9 z0V2~bjJFtD#X2vV(5F+!RXH?@#t~zx6au4~;R!=+Xcxs#fi6e%1_L*aQzVRhAxbXe zs%Rs^1XbiHV>O%~VKqA&3H4j;#$1w_tsQ zB}V#_szpJYr@l(qURp7d^aSl=DEt`CLNpvX)DvO+YM>d|h&6jTT9d|=OBeeyb2nJH zgcXT1-o+8dFKb}GdiF}A_0m2fYKQwB^1X>QOHHgSBMHPHx6fo?_?MFq$m~Xn8eo0} zB+Z1juOr`*IPmIScFbp20*MVhQrW{Zkx|(iwMEl|qNo%@Qj7qk62q;}K`0E6szG|x zu6nHmYI))tGlZ!bwO7XR60|~=jMp4(t6e+3MG)2+TEjmg$eMW$SX3$<5p)2zycPT( z-q8mdHsT+yIJ?;4<-(h4iSB0)g}6JcX}L(T0?1*_q0*6D@n2m(SUbSgq9D;WqSLVY ze6;dn93-seN`*r~X<)a8J9zCf99h`&xr{M|@x}e#D?IWa;@a)lKR4HW}J{bP|#9}T$m?HCf4x&Ha)hr=LGNxEyen}ZF-E-K%fvnc` zYNYk(Dw*|*&U+}9BfgR_w zGsE^Xcn1ph1s_v(+&@wr8?V@OFyp^<%#7dLj}2fCsd138Ov>!!PH*TX_5iWjI-X#d z%U(hh?;flYlJ*AHn*9~{%|fp=6eRE_3~Y1uE4F4}(hj3-IUI3LA|M!DPi0L)k82Uf z@(;qF7wnsaN(pI-7qh2@JX+o$ORTA|o}_D*v*;pNNPK~UNP6pRyh=yJD~d_<$Ym+d zH-V{g#9eBT^~hH_{92b))mSa?aAtxqJ*Ed6O$Z$H(WeO>86x;cv_>(;1T;@a=Jj<} z7ZdvRbwXi0H7K}k{3_fg?$!5g2q;`Vf@|7?1sr1#;bD%1Z?nOIF{XqQGtUg!@dfNo za|`jTppJvTbKZwLkC@nvr7^?XDF_|bg8#KSt_^O{Kog$B)!+bC?^qrZfx1oKK(fdY zq=czrbS&QEOB@IW!p9AHaRd>Ti?^{IMAvg66>ONj0&J92Je!+d5k>U)=X}sx-T8h; zZX#SaUKZ9j=WERs>-H&RCmnTVyu;DUn+Rw=C1 za#pUmR^VNuGR3%vG_^oXXxbHDLmD!uMJQyc2vlm5%e81E4Mgd~mFPvtB2O`LW@T&U zMP(8gEeEOD4So{E*#l5WwvJE@JSS`BjI0^dsxyXd|7eOKDKX*|3*DRdr)n4;`+hO= zeOJ_^VbJGSpEio|eLS41FEf5SUgnf<tA{R**VVa9N!hb+!zZ63)r^%lv!HSvEm4zNnHR!rXhG2-^S4e z+S&Jx6qfTw9@ec@3?S-fb70PJc!}8f>j+Wfe~6Ba@r6>V0R#;q2<6#y?~}I)anKQaTRdRUb zDAxY(fxZW$#7H}SMtpc1;LrH7HnPo#_U@-sp>4FFnbBfE8^?O;D&@gp7H7#q#W{$F z0v?OjtEPP-w`{SkbsQPz3PXV{ zJmEwXUeNT}uyPNqJ_KFs2PafA?BIK(;MXcnI0jAq3f*yyy%WDt!xgsz%PFNF&B8RbAftg<9t%@3Ik|t7UWnoPsW-gXE|{@Mhv*d z*svxH#s%IPI|N>21zQKXhQh6Ko-dtNI& z+vWHPf+b9kvODBtalgm~#jo{T*F86Mw3)e;St-oOt;~jHFu=;U5Lpyk5fY3lb#gm4 zxbGgQSwn40L+*IH2?WVYOlX-xrab0;KRID01+z!RTE)U*Fuh@Oa1CKX!0F?$HQ1ek$m1#C%B-+GiGmD~ zQ+us48_u)n*FMenQ&hp`HZV88c(!aq-t6Wv&+}su{e3<%MaaCni@>xmIv{NJW)Fts z?3V3}Jmbs0Slu-lIEs~@MG@HdbtMEgANXu_t2w}1GiU9P`qyP*T z=-A+<&Bpx^5qowybEkZ@zPU+PObIOGMRHr7vQ$~|ji5No&8YyNDlU<13dPHSv$O$j z-j$xp7zZ8;e1b^40{9Ti&|0=o7i?`-{E$H5jOc?@^H;KmBD59^l)9nYusm-vqzv0qE<|y!^Iib6Z4C1`w$2VDDw}YHBZgO0gqLoWWpuL6cl) zs#Pmq6*Z_T}Q^urqG7L0=#L__1p9URP~ao`)4) zXV#f+HacUxEHcQR!&_kkxKh0Vp#~F1tIvZIMhs(yYKFNOP)QoD8vUqxb%9FPJH{mp zk2KWuK?|$$gfPjK4>*CcGZDiu3h>^%#>cK8+~FEVELEVpkf2M@c1jF_5SX@a+uM{U z8iL0yYNMsdZOoiLubzGGMI-R4q@o^T)@(FC8&+;Hw~=Q`r>z3Ov;N4U!42smB#ClI zvP(E+H)}VpKvY;f_}uf^C0MrXU~$~|Ozp}+*8JQJJoRRio;zTg`-u|v`D`N};%b%g zg8167@xBTRABYPUEQigA>Z8Dn!%aOxvet74>%zR#rT}ufK6B|Fn6v|9PnyXc^}Rq} zFYyt@#U*_z8Xnn~hOO=0y1x4D#05cqW9!Cq2cNqU7La$I;lFdEW$GR92Y~R+a5GEi z+09L{jL-*^{k(v0*ahE!7eW~sSxzo2t&XS)Tq!*A!^lhM65K9m9V%FbqiPWo>%mL% zdBC2rpEi$fL6`V}vBw}E0z(QWK`8WfJlo5OP$5Pzq}i)L0Ue|a z3ynr&(AuyrR;80@ELCTusd@RFp&N`s;#S7nuY@9En|%bBEl>{TyH?n^*K9LGMD3CR zRc!|sn1Rer-XdW8{+-SRB~C=5lHOlL=hcuNkE7uQRnia4sCj5ce%eK97r%Q6TS`fB zyuN21akYgk%@KopT&1+SAP$?b@_`e6X0nLEaR2i>bTe6YxYK#aU z#u`D5JN=!yeyW{$JRgPGvlHa??qx7J?h#0xh$$fE2{3}$U1Z;tE;}j`L(M z+wPoYos=Ol&Yg=0kjEY*aN$!U2&@lZk3e^Y@#d7Oikv$|IS^hHHAnJJxIWQ9nEW%U z6LChI2A>6sPkCr0Z;|6wFp?I{i&vf=66s93sdoo562v;#T=Xdxpg>e5*5d#$B3C zzI+rSh2R7=t~DSxp`8L)H~Umedg|)B3f3mJ$7V-T1ret$7@{KBa8;y(O%+!U`jP}X zaZjNVD3Gf55dwz$*=lTg(H8_!Dg#4Qr-za!lr{5IUT?swmx-vrkRg5RppS^)DK0mT zCxzC7yBK${Y#iqSDS(rv42dgjb}yPw%#<&MJ6*HQT^eV%%S*vJcowWAMBg%Ha=PZ; z9!3@3do0CR-lvkq$p7FBCO=R%*n(kvBSIwb?lM6uCfHG%&FdNI75{~ku0gSQM}XGW zAR`*&E&~K1Mg1dq79;ksEJNYaVx~PzqiN6qI%Gb$gj`uOG{B{}#C@T+#B31ndvP+% zCiL7E2r#Z{Kwby?a-r+TS(iK}BS~89L?b`B`2E^KiS)t`7X1X;5RbB1?s8#sq%}Xq zdY@vgPg>`Rp_R)wpsA7u_mf}Z;i%d($qoLSJG!?uu(**cP?G$}&L_%D8d|)FD^>}R z$ch33T&NJ)7-qHuPrmZ&$(%4?8yi<*c4RHoKvmJuZUxxRip+~Iq{w+-!NKL}swev= zOGFYkxoN%)+k^~+D+NAd5|`)7aaE-udOQI;IA75pJ?IgjqU2m9(6WA%QVdo~ukQ%i z!`3#zOhG+Z?3Ss)VFPy9(RgV6L(a_d#m;V(k9?7!uzY&Z3q*xQ@BH8&iC7#uZhqp$ z3ZOtq4h0Yne2UDRR^#XmU>tr-x!Co$TAP#$5;;1anAPWlg9E%~J_n z%Mxh9O;8}nCz$y+Qa~4J+befG0|Pl3)^lp}nwPW12==WmWs9Olgu}V)PK(+(*lu3$ zC3(9G^@)hY+8L3lVObP!Xo=KZ)F8}4T=QAncUHH+95*_rPWjNvo`_(Oq(pjCQH@Y^ z7?wdUqXcB6#L(wnqur?*|?qoj#ENYAr*UdoQ5<5_fEgYJrW z`xX}a1JOo$T}FFLgnAi(a$z20PmWq%GOI+g)vO;x&I$j@S&g@pXg=+Tr3LRdYQW6u zb&LY^B6ml84u&JYV}ecSj~34KZ45${y@ctJX$O%U3Oum*8_47 zR#pUV&ORtDy!p+`akqQ*G+N?Y>YMI%o$qfh!uiIHftYP_cKK(XOF|?s+_E#4&>pM@ znvK@hJ}nC5wACvBu~pIEJW=e@aI3wG_b}!%1oG@&8{m?PE+o+q>ji00+&l}^V3<(xZi*b7{Gl}!oKkg^16%0F+Vb)eZzT#DZdfMNT{M;F zr>I@%kZrk;QEa(TWX-l*$f3ts8;@!@AO+My0UsSN@7|#xWZ_SOU|*?qkV?dhqUJIp zFy-P$8lGox&_5>wSnn+i*<`)tVL;cGb#wD`nQJFP*7cR-) zH))>S@mwa>0h0@Qt!`Q!CN?2Ht?Mf;b?HjaYs z7-tX^#u=5yb9*e>LuXvXUTa6GAqCJZE(Ih05CbYPI9-Q0JSd0p!KXd%n8-gPdrBC0 zbL^7F75O(1hT=o*M_uj{%S*cv)>3@J&Iru%*ca`jn!-nf!5PZ?Sz~$rp-yp2fGK4B z`eMeYwcA{oU#u<^v&bbTo}XeH;xcOJDUxD7MsbBM&V|nScR)WpQn%W zJTrax9!#rN!vW7Dc7&mpX-*$+F~%~Ow>Zv+kAm6w=+ueVe`5Ke`@V{Q2d`IdenW6^ z6^7+MxB3iRmfjQP3NvB+m(H&~kNgjY`Sk7xE_zJC7gql&3cf!q7~Kb%Vt;M*e?hTt z4vPuA@K85J|J8*D?#s6gkj0W09=z|ue4%JA@~Hy7aQeOr&$H+|0}PD!)(0g=d}9AY zxMj7!^fr9_!h-#_x@5myhEJB}KL42cHf}#LFP>cQQ%^2&d%-hH^=&Jq!I$grJ$UTP zb+7w!T?F;a94*f9sx2p3{0Yt)TSj}j-IgP5sY90dR=GeH))&e?T@#0|f<^^y5$>g~ z-HpgKD-2hqly1_ogIlheSo1Qn3Mqt=wdtz7rWIyGXD;0$d6H|fRk-=wC|Y{ByJ~Jq zv?m~d5i27{7S5$&B9B9(5Yry<5LBi|Dw$A4dB#Wb^5})oV*x}#8`WNXJ|0#{#tw1< zjHt!7dO0f^jzj7h_l@N>+&;V%lfoh_jGj&|tnbIcQ)SwMheFH`8m~{A*V(`%aV!$e zlD*1VHyE%$=eEEK8)`>f;=QB;>5EUHGPnf_QO_#kS=8K|oj@&=O+Nz|ttNuOkxxLF zO{|rj+nVc(*+S1Ds$&;Vq7u#;DuQV z)_bv~-iP9+M|UrquANwi{zgV){j=*-RnakyZhZT@@HU6r8i#7ox^Bo4RMDaL9$hS7 z^&XMdDaj&W9lz8a={#TDh&L%h8M8?~A|WB57=;Capb)kR$#|$*T*QPt(w)ZPDI-qt zgacq5=i~?8WMXJs_-`^xoZGNA@Yum1t60R1lVrDfRisna!ByODNG~3GY;dC%O3ixSi#|Va(9f zxVUKfMc*$9PxlzMZzNAS5Ukia=j!C=-5)9Ft7~A=?~I!#o@atIpfHb-?;|XK?2F`( ze__cg(Sn8b5&GQ1lCrCl{x9m?sbgel zavBf_-V}gjh>LL2G}Jf}T6FAY;bjcG7r4C3@Jho2ik$ih@Y3ihE&hxRD9y-(M}Jf& zdTs?{AXpSQnSe7n2=5*e1P2$yj#s`Xro}?2U)&JmzrK z1JWRmHR4YrF*~{4}*xs3kK(Vq4l7w3i7C|Y$R=s<Ame@F@4$!2_}KfTqcbT~G_p z%mytWICP%+ge^o*&`xTBw8O94BS_$fPy{ob@t!k@rL-ZTFD}k?P9@AqEVd#{M2($e zKJ;eYcA{Pq5jROI?pqAsCU3X`0d3H+Wb{IRUqM0~vS;b3i;DycgpUy;bJ&4f_2g%W za}AZOk+7j?olIybUM3*~o?OxID%`*MbQH+QST1)wsq_mitU(;2-%~-DZmAmm(yc7k zk_(JmSdd}o>MPN&cx8oIIEaEZQ&?d|g2j-PmPqB#My|Nxm4!R^c~^Kx&i%MMM>y`` z!gCKF_gL!COz`PVEL{YT=9N`Po<6F`p|0H3V)de#q3~wq0FM$+TFd4F<3p=I|Hapb zcyhS^IIao457!C9_9wqht_dCtuL&5Nrco1pC~gV<8SWHLW|gzE2)xwa7cES7{>cm3 z(!$cC)e|RAz;=#re>QrX2v7sj0&y)6{CX3Tu*N@XW@q{c3DtxcC^>W4r{RvnxKB&f zg=+R)y)jPaeSqn0Fvbt`C?ZBd@D!^A1CLjw6lR`3fA*;tUU{lIx;}!L4PsH7^g$1i zsyAB$5q$)jsXy$EC593%*1^g$FwV|s)L%Y*dT(#9S{KZ!e7eZAGdyitm?w79Jv?!F zuip|p$r;T|ym)-W^J3i*G(H-`QWUkB>c1(^s8+m&@YbU-fBPLQ|j@JUY`5FY1b#{dNF5bMAci*1m#RR2E1W@!wG`s2Af9^x6+)A zTy+7lx?7^*<<${4m_m?nY=OE7zy{!I;Q_fRF}C>hg7PrjfO|Ww#*U05A>>-pcggVJ z?ji!@^EiSk37SK4nnx3!-(dNd2o_JsJWJ0~!J4Rn+Yf(|FA09@*{Tr|L|#v>;k*DJ z0H_&8+pKnx<0r#V!9E1Bp)3^oMlr2*y=Fs@5P1h!r8QX%g0(+yq5#>tt#nt3CVJ=u z_z61;%Y@;;B$jLGzVcQ*g20{GKgv=2+mU+q44+WIGs}jw2_3X?-LRTd**NEvO-fye zjGEU+H=a4DT#`=CVgdO35KV(+y1lZfwX%AxjaRjON*gJyS$o|fU4PXbrOzR%V7)v4 z8QAJExS&<1Q~i&#m-JE|TIDv}!q)HYakqlq#6<+v`}%Ac0i0r2%bk;5R0Ff5!!zdBNl4+Ohi35!r_I5S-q^{R!zOT-3jg= zg8ddLmxo!Ug^RFRf|t5M9bMprdKd33^h`O{S?d!zlOLwX!hjzAt*x`>{tAv!dIBR3 zXC+vFvmil;?&?(u`k>#Z{j)M#5`E9ed$=66OEcR=TwvTMfv=`uf@jaOXTW9O2!P|| zK0QsS?8a%rT`t>0Q;quuH*$~)0-~jx`w;Qbt`L7fGfFRb@ z&gME;lK$fO_y|0{ww1eUFtbX~o13vdaJL8R1sWr?y7OY+QjjFyv?CB_3{EFKHmEZW zR=6G*Jgem(n#W1mZ_%nLI^EV5aHt)6J_!fwL^#)CQuuN$3O$Y*JESGK`7dc|a_4Tf zZ}}Fzz!@FL$;L6NMfHvJxkShe6)|84!k;wsv8o+RAw}YmQQ=I`%M|5G!^8)xAb<3h zlsNp{ec_OE*9(&rFI$l;`9{hN^ ztraxUQ|w-!Pl;`oQ*H-N>8bzewZbcvH7~tTNVyz@miENmRTb-%yd#qcBVizJDSnsG zC6WQkcMRPL1pLkrai@XLk!j^3nJB|%tUCj({B2S6`4X}n=nS<)S-~mj`wc%OZX6DcWfsA6Y6wFiKP}bj3VlvA`RhZ@9 zrc;JFV9KDwnC4A8hCE4!mh7H5g#wJ{;-MrdcBt;O#US*^ETHVug7{b876GkV|NEL2zOUrQj1tD zU7RRl7t62EKm~+bHiil+#^GH|2tr#MP8v#hy&g11FtDwttu`$K0_tB8w!Pw8Mi3`W zatMTP_uQUP~PdcX3bA;JmJV}Xhead z2FlZ%jw|?00}3Ys35CFiKdH*@rjBhe0;35Io0x6Hw^v8Fn3_K}!VnsnB^*aZCdiJB zF#e1hVH{E9dxLLoK+MY(oIFbU;Mju`{fHMuC1>c?5MGBzK1BOFt&$5ICvt)D4zFnL zjPCD{L$#Z2z0%r^j@2NEhPOj;k%oLx2e)D@NJ1H5(g7=nULa3ou#tgXAEk_L6GI4l z#SE_aUA6<$MOt5r(=!XmF+4;JF9DJ=;*$fH=-Xo$;u(fn>=fN$Jg-T5I>X9i-dOG> z&tn96VDaDtmRqOb_aP@T0RVYOHU-1TuQ-DdjzxUtrYuH^rH*hi<5h1nWe3N0k|Iza zAJJkyyfuc6AE^oaabOJFg3Z36=F?nQ-cxpxM?9h(4WDpw&I<{QC>HGV-K#LMufTt6tNt)Vu~!SHW(UDizG+O6x>?$R{I=uPe?@4Il7x$o9o$Euj@ z(R~+w8QBtu@6Vkvo^$PAdCGqKlk@i5kG){ObzipMe)7}y+aGnzw{iO&Pm0&wdqb}~ z4hDLFKs<1|`{DN-JKf#uPItx7e6S;K)(7C*+{4sVL1W^fU2#um>r>}b`QVj#*WK}O ze9<1m3iaXbKoB(y-yIF5=l6ndX@d4m9MvEZKzK3HvW-*G8y`zAbhth=MqOAKHfSFG zBLtMYhvL-bm6HtF6-4k7RilqgH|1tgN$1QR3{$7!-M|}n>bo18u%BZnI)960@2#9> z5q=9h8qdvobtz8pw?a5I6Fe;famNGEQS`G>+AP-V;&>@B)s(_OX^+b$5#elEkGjT_ zLkPU`2xU_9Hq8g^PQ3_(1NTz7fnz6%lkP9M{wzm*3n>A1^b`@(^cvB`5%Gf*0s={y z0+2{RML6kDX~2zBXKpXO`y1Rwk3+A4BA9D9d#RhSZ8;9TX85|uhF@sQ%k|c<8AOuw zE^5mNfT^Sd;qk0j8ZN@SO}xRg3-?_}t%xIFMqdJU!VO@1w1axo2(GUe+yoSyzGswu z1aDce+*}a-zThV3lwYL$Gg|*>$gqiOHWLBbnxRh}b8wM*ga0068{?5u$059V5p|Bi zq_P_!#s?mVkJxgEP%F*82~PC6h(dTYD<5?#Bw7;14%$3}r3xCyBk5+~JhNF$fZ#7`k}RR9%nff&pL%w4e1qPS0H726iLuB8D~ z2FW2}`rgzXYtRRnu<%{ij{{6;03C?U5@g&P!SGPYZ*)`Y&a7rgmy-faA+nSS;F%6E z^?~x`VH9!?u70nEm-@Ojqv#s8-*#CPT^|Y+UHM)@-SsTqvN(=0C9aJKoeO3L0?`1$ zqX(^Pdf&I#8(c9$5{SRV+7dPhN?gXwqWT^Yw8#KxfG!*lh_)pHpJ%riFAFCJUYMdQ zZUfJXiE)n<#pUE?i*0we0mvF>?}PuqZQ};wNrN)Mha6QUeiLOi%iPkK6d?#+)KkjI z1V?;sLM|VAz0S}Ek?IV_wFU!+sb&fB0BM$KR9?@w=+NE)(Yw|hbb9s8WT+`qID98h zf!%QhnJTAri{v!qPD7@9UCRVUamjpK0V19VVor9(yWN_LLLzG;S3!8B9EV^ChtX_7uNYLF2A{~GwvI=%X0YIX|k;9KMAJ9ymp8Bt?m^taf(Q} zYD*t4P}dx<{({MY*W?A?%^P@FY|k_i|Ax_Slu_jBh5RXj@5S=DIlw==Trh^(xMgWg zpI>&48Pa-&Lm7|b7&#d0YHLd$H7%w{TZS`akU2({dttnb(BJYC%)owq z&>HQ#p;cD`(29a&EpvpBGYhKkWh>EMkU%l!WnfPCT(&T4pYX-LXTVq8U4mb3AA+Mq znW*;S6t#7QCF-K_x$Myp0-Aqx$s=H{Ny8o-P90Q4fan&HLC#bh>^;uT$)!qp!fT}jS&5^%>ulhr(Tr=lUa}5~y4D_%uNH``&~SuwmYTc$(SAi0E3Rrd z)PAZhBujux0N7$_Am$bC;SL_Y0*k|lXb4_}`F#B2-;v3Y&l3U+24`3{Z#2ZH(Hn28 zIkRm@&#yzUQ4(Ihj2tj*LF}vHB%tY@m7l?YrT1@o7;}2Lr*cuSxh0W=x5;IySSsrJ zO7zPY3g=Xx=rvvNMe?0n$tRQ-)p00P(Bwol*~GrM{M2H)7jAK@p7@kwB7NK^bBy{3 zQZjH5mP1}f8^QOccfQ7$rN-?oKb|_t_u4C4 zlNeRQoWAv@Cl?p{czVM4ZuxboWb|(C^O8MNd_+$R7G|$lFyDuJb8mT(57rM;Y_uST ztADx8#p8s6qi*hljI?nkQEIo|hc-p{VVFHS@7Szf9^WR#}hv3;z`{4cxvIBa-h-ro!moq3<2I%u| z;QY0rl*Ko+)A|~pd58~qUcy7(l~-r=*}bqwf#;MocAMAzax_wujr(eC6)+N;&0%BE zf=I05hFQu^TK5;*dY}@PwU@$EDR=rsx01aXci+1bZZTl6Aq4ZelEZ_A7AowUU51cI~x3v-5PG5$zW(CaDLFHr-xb6kxr*u;CG4g*#Js8jJv5(g!mwsvz*$UbEBj z5Fh%R$%7UvAljDke1nWWR}W7)~3e-74vMQHTd|w5j+s ztN{!vp$2ZWq{Zx!xTzsuQpJsC3$Ci;PJK`@{XrE4IEg$`|9pp^IVDZ-^HBD3BTM00 z+`hK~5|0~PnVGVE!l#uXi075FXv*(f2T$*HF?K$WyC$c_P49w3sE!V5h`TcYGKskK z4WH?*cX$P~+uZFzHtp2+d*hLG)DIFLX6^4+6!KfP|K_JiRqa=5>XN&Dd`IXqd`i z;gHk2IB;vr@a;Dgms^m3(lh8sRuaWqCB@CHMRbL+mIs`_xbQa(rh0je)XhXx+CC~# zwzkaSY&Tl8V93?P34ZnH@og6hF1Ac81U+cveA45|pNcwj)15_%mb(N2Qydts(D>05 zh>S;glo%VbdyJNIp;y2R4RH$>M8M$E&yR#(|7BBJ-)!Suy6&h}auRSY^EAlVASi0L zJ(l~uo;K4j` z%$Caym;!TDjrYaHC@q=gaQ9B3xAe@p1NRM^IJS5P=k1Ww^N@3M(nd%gpg2>5m*L>o zX&6prj)IL@qZZmaZ@5wc%6iz@x5HZ)Of{d9%qi>XlkL5U@=X|Kch1<-Vx8mr*OkwUiHH z(aXU z7e+<6w|8c(I3}+TTdy@&xE^Qa$*Ed-Cvyv14B?E`Wia}M4Us@6xx?I5d3 z8B-LZpB<|G7Gx3^7sRZWgv_lyoFekzXmgX#qT)`gGc?Mj05dZiY5;>lZdeze=wW$V zpQoO+aI)x$D2in>>t{aeE-qf4_}chklaA>xJY%bzvL|HI%s1bfy>s)u_?DdLaPks!j9HYq zmEFQc$`Pa{0$V;@j9N9B;g^5_(PdLu2g`>|IW39O+v1R2%UKjzF3++1O>1@uOt@fP zDps4?H(WW`4Wv&1BLN2zcQoF>OwA|SsC%ILl= zgM*DX{tOE#EGsV(=Q4mLyQzPwjyxvA^~9aHAU>TjXU2g*47&e)XuhpT^tau1c2iv$2u<^Q6`vN}jpz!YWHXkUVHjp%?DE@LeqQ zjfLfH3S7GH!UhT;UQYW@8_pBxmzv@U^iApsBu}jltNITdfWG{|u>;UO9q&fGg6`^* z@pr^$hZ6R%n&0l$t0+wjjCcdxv+_08*(Lc7wDCqKAV}`k$ z+>|A-3@0WW9&#*!@VP7iE5BN;?O3fUcZrk~2+Fu7sX^@$av zjz2^f7qyxAfq-joH2Whl=$DufYGyF(Hyie;NU$5pjb-qWp=b_UbZ^vP3&wOy9Im`P z4LP8BT_d2#S2pCHw3F8;VcvkgT8j*IG4q@a+d=j`hJva;7!k#G5J{?>t>2_bl|+5;$65!r>|LZigde z+!G^Cq8T>52lQOGjr*dHc_@Q!*P*`tVQWSpMa5znSijtg156v%vH(qD+oI3w3eO+4 zU?ZGDJnC+>w#V?Dr0Z689stpyK?VooO{n+9X@({|c^wr!f+L7VX$7%B2E+*dmX4&R zlY_@US;;0sapBzI6qHrA$AlawZpHeiC`9#uEn&yl6%oYE;evchgE0&xVBMNbgcjge z2f*ZW6j8sDJEt@kbPwKn_@oXgO(C^Ws7OrQ2;Jsf({`8BxLd*bvTIzad4&De*Mh1L zLCaXpm6@4pyN5T|XBP3s15Cf5zQYyo%)*S&NZ9evn;UlnHKMY%yga{%M+&nIgppV= zo^P71L@rR)pp~Wi=H?(a9)g>>KvNtPeHp&#dg_X5N8^F_{gm{hcGJU7^-^*V?<9+v zRTg$pskJ@Y$Q_ya$5@)_64<7yd`Ffnf4nrWHWcA4v@BE1SAO5q>MI%V1=F2oS@k9+ z4@U)YH7d}HLw$ErXKaciM8v|u=I$LoN|YpIJmSzNGd9Msrd$sqga^kdJW~Wk8NNyG8osJfxer>`g;_`v6&di`VYLgCW;r{fmOw%X;f_3nH9vif%TAhzrrN@! z((2;PE@I)xZJjkIPoF(LxSvv4J*dn<@4?oFkAa@p_jQ=@AeI5$bkg!#K1}WWY!!EdV}Tc1&L(AH3P5b zo(5Kte$8-GVx7)p+1j=GVBTamH&uUca@!2ug=ef3Rt6sT4k+VvRX~<;dqT9NHG}tB?kuq6*TS6jG}F}(N@ok?PRyXZ zp#i3vVI|G_tBrcrJ6HF=Nnehixl$dWo5R)NL$Dv?n)o{EIpb+$GEc*+y~IO5wXb z*;pYiXxes#6T_maR6xPn(Zv*qN47z8Ip)BvWNQvryLD$478e&57H7OUSd_E4P?Cd6 zshq`yGHA?6LqmEQG^D3-6Qt7^2nspebT?YAF2_`HcXASBY%ruX&Z;Q)&BzL~R=l#Y z(}EM*eq~MU^v%|_-QK3X`V&^IW{^lM~m=7u%^=h+1f7`Sm@lQw*kw^%2sw^eW#DZRsRf(xV~ z-(rgavtLcqmsOYk=P~+2)$OjnclD!C{k{z;CgI`LB_w`ESdc+Y z{<+m1DR7gqm@=$R|+-}yc$n!orqe7x)P_S=Vk#D4p= zFWYZRKWo2z@#oC9aeMCjMK%46k!pIc)wlx1^sm3GR586&J#iATlEiIKA~JzZ<9#nK zEH)uNA$pS>uxFsw!D%@k-RV$85N9w21Nh%sug3ZSpp8IAhO zr%&(g?N#f7S+zIVK5g(Go;EGa6FceNnJ!M|dpI)HG>T~xCyHL{BZi{zq<{9lon$ zXy_oalnx<+k+U7!s33s;usgmt@arvLmQ>q(&U3d_2`R`FSsZLrCHqMj61}60mH%d z$|XR*5uPxPE>_hsMM&AOl7b!>nflpTQmw%4cIk2 zi)Of_DO+~^@m-du+N_>ln#0gq_~qa^)WK-7qCh$Y{Uf5NW~WYN6+4<$%x&{Jk>+yD zrAjYggXf2Wuw0=596hczrLIFhRe)fk0)9ZjNc3S~Qi;YfE^HQqEg1n~Yi7$)TWQv5 z*r#vLB}$h>rx|X{2&iw~EbT|IAL-ZvF&`dHuqqiFH5Qxa-`2x7X6B6I)c0-nVE&1R zV=?Shp3>y9O<&iR9nr~oFi?fROUpmnrTNN=vLQ=~wUNLBN?7aDjVsAN#JmB!WJa}^ zAwWb%$3|S7mXTn~YH=mf9}ey9`WYghWyOk`SYCX zj(=u}kvovDh7Y-wliqBJXcr86Q1y-~Yq`C68T(tBgU^$m;0eT>L&X$t0N<1e)$Vlcs%$aCp>=S2Ss=^8YE~NTXHafa`KD90BiL@~LeczO|Jpwoaqs|twJX{p$Fw@jj}gxYBJ_p8v4BcQJ~ zsD8b$B^nHyCd10A&&%^;FM_kELrq{1RHcVP$dxzDJbij`jiTVSIAqFE4-)Z^2YP3} zX2Sc_Y`Sgn6>z;U86BQssaG}L5%{XGP8uvV{`CRg!&6)ffb{^h;NyjYg~ftEmh&YjW#SHG~OiGE%-tOtb~)yWHB(X3ii4^*SB6m_*x=#ngJfY_*T zdq&Vq@#TiKakB-(TBDjrv{_g=*FohWz1ahHxvkxEj-QO>N5cIK2zjc(xI0^g>G`qx^u? zg;*&C^H9ys=`28#&|@@PwMg1;H9MQ4TyTgJHl@wsXrAG-xB1AcOawEm8r}%ZEjaWd z7YA1*n3K8OQV#@_pp*!A(f*BLa52W}bbs3dBZSsaHyVXRFQ`RCL-!!j=3jC9h8p|A zO&lM`nDuNoA>832l~`im7xe%E+RNDle3iiI1B`)d?kP<_0&~#?8EN)$ z(*b@1vS(y8J8?rsx2CNL~UHw90*QQv5F@Gu1)hr^LI0E6Z4M*w982<)1><%G&3 zZ;Q$nfrr=*6fl8Fi8y4I8z1Q~&HM2Uc@*fFWHxxgcdb>=uAY1O{L>ectd2|wnGjh3 z#vYhQc=H-V20!$;3y%W57aIZM%`H5xPe4uJAL7zw-ueV5lji0r#7_`7PZb50qC?{ zh4n6O>3Vx?OzmWGdBl))%3(J*z4o6yn>Q;59JMTltjVVsXn?FG!Mwt0 z4L!hpQ-mWif(Leob|1TbI7~B;kH8P?&Xl!e^4W@6>-z;5qBX2{JPh&t^EI$Lq|?+a z;*}nZZry|*Y(em90kweJBVPRD{LEO$c7g_sKnn$=jHpxgO}yHP#v*EugT*L-)*2u4 zH!_Tg!55gty?`Tf7xq7c2qE&+3dfXN8{gt(Pm2yFz4$20p? z1yVJlUTx6b_8}+p4i0C+hj1{M0DpGXjmLmuh|=x?i~2QmU}oU>9UgVcSCUQQ7F~|B<~2 z0E0a|PU@ElUUdnd9(8an0W*Fi>+3KUH%E50nwXUI0+qfXTVTv47XH>wT9B45I z{6$YX)A02;buH*iQXzCLAn>JcW;3f?fm0l_VB?Buz91lI^D!A77d+z_QzCd-CPEWg z0iImkMgof3aw8jvN3f-VVVICfMF=L`uKTnZG!bmjTp$@oWJ}Da0)aTnME?wX7A41W zY;e#6m^n3TdTOpj^?m><_cHZQ>S!>3~`kmwk|lUB81tt~zik9!nW*h})&6%S~6^Y3>FtMkzGO zRxwc3#rA|ENi-V64!k+kQk0A{O-0q3aMnhVaJXVP_(YD0&iOO~Yp9Wc84MbNt4>gj zBdw|7gobEnc;t3UqMBm9%7r6qM{Bw!UCN7CG)ZV)7u=@+B&e&6gOMwXnmU~s7 z6Z0#R#c0S9Zx2uc9O^4(^+9jb6h}k7JI?wsU2qub3L!*LtiV{^R*AHWIF@mGDQgXhfLe7lJ1jMr7iU)FcX*P>4f9 zliJbXzxkQ6w4n^dMvR4D?{Vl`fZmt~tD_NS;hWjRv5)jjd{PwHc zoP3BaiUS7=ThGG@Ot9f`ZM_A(afnlmB5}%-Kz9h*E~*m?G=D;okmeVQ73h4iNPbMA z%JW)5r49v!Wqw(QF~&)*r@SJKD0HIP;H)p^hP1RkIUD%oyOi&>p_2eKDF8WmOcxd1 z8kDDLHkv#Fprl(rSt@%H;Za_Q8TJ!&OI)WFMJQ2-9(w(@`?yJao;`VD?8UG z-2hFwLJGttn0qLR7ZdaUX0Djr#vLAxZJz9{^cQ#j1Tu&7SN17+(q0v+!XB)X+Enw{k=vV{dWTMY$cENagv99&M3nSfy1UMUxv9rb49rG?@O(y7eV6{n?a1 zf+n0v;i4!#i^4+p;>v*^4t$ib!13sm65lF$@LOlWrnNWQiGQ#S4Qo=OP>4q~H zZSMpvV9kggFd?cmnI^FK^mKuxZ-2gXLqCCHvArYE2^Rm#St_}c=a_-u^hfhwN&)gT z=m@*Nr0O&~Kfmkk&8J4<$1XN{xblnQ;QnC>bG_URvY5^(vA1@6Y7nOS9_Iy+GM6I@ z36JPd9hEPZR0Y9Q!MXq#yOv0G7W;(Za@jiJN2P=tHq~vP)L2BhEnj$FPMSt<0Ci`- zM_UmXu?Pzt+Uw|LueI}k);k!$0t9w&ERXtn!R=u=P%!+EUQ2^hR(Vs4onu*Q5(Jhad*Jl;W0)7TF@q1 z^Dc}D?C)YDpo{4AvF)6A<-V0|=iEe-)WLkwSnkcYx{V%8lo0g-=7BF7_u|c1p()#l zi`y4ARv!^m8c;yq^UDKI7@GKc(6Dozj1X!Kc8=~<8JF$rIC{bI?qtdt<5_Q9V+m%i z&#jfBAoX(Iz>M(xeun`_Y!XF}Ywk+e0U^u+FVlla=sCxkc={3{qmMT5!`GsOL2uur=WJL4X^C7s2kwtyWPnN0dnP6XsR zMGi9o8cPThPE^Ohm*VXZ-g)SBD)`6P#Gv8rsE<;o#L#GzOWtRaYjYgf&EtnI7d zB4IK_qpft-%dM=*zi>(jDJUG-HAN%nyHivIpQJ^d(qT?9*lU?$uCF0lgJUWCnQe<1 z6N56r;usCnb_j-}ICc0mbkrJr-uTKYtkDt2i4zWjxd}@Qp`5k`VYp3&@BUc87U@Os z*iD%z9Wcy8A^ZSGhSRh$ERGoSLU#!@X_`2WFnWS9=Mb~e*$>{oAtd|fhm7h+RIjSUsuUipRt# zgxx%5um{sgbV-JoG&{7oiH-M!oLDRCh@!AI7^~Z(DF*TcvSOQ2!ZMT1cysJB+9ICp z61X%7lWFLyUn>M0>|f4o;E`P2==2&_YMj7$TEqFtftZ^_AKa$$7&tt2YuTR#GGvAz zFc?(&;&G0%7u#4w*cAN8xT*sa5RBKtJo5qpZkn-MGORfJ%Y=nxQ)?RjbV z;pOaxO)(6)x(&!xY|J|3mYdSnTw#sTFW+lWJL)0S@x*8q7z#4!Fj(kSBwXof=0z}JYNq%0lL<|VTR~T1 zVGArKNqltRi>-YQQRqI>%;+R5deHI04CEJ`-d^Gv&G!28(B;0MEv{z+xynoNYCp$t&Fy)kUEkr)pp{`nCsNDTavq^h%5rP9 zpWjE^uq9Kj7?r%9YGRXP_f`l&6bJrP-y8%nt|x+^8eLtO-FalWVVo&+1fm<}6lxLJ zG%O03NJ?%@2YJvmMV|JVQAUza|CPRqicLBgLRet*&tY%8@p;+grsy@6R%9>YDIo_; z8wsg;(1d9I9l%d(+j_xU;*SOJf69|;d~jmlT*nz8(2_{ z1nGhZa06AZ2aSv*Y;A*M88wm2nyuZBk&sd)$sBxv>&E@g)|6mcpc);xWA(^ew6LRXa!i&SNz69d?bYB3;> zXvPkE{adwt{13H(gM7l;IQ%KlEx&wwO>b(`nBW&Tu&{pKqyb0;1)05uUwo6qtE3A* zux?9?Wif^Yjh{_WGVH2Cr*e8m`aP&i53EceUs^)_rA01@$1QTp8qr}qob+~uhBe0f zuukpwy9oc5y8tI~rM>Rl9%#IdV1}0TP|*`RA{Zb~o4YVx?2H!=I*W&$r5DBrhf#eGwg%s`zbxt> zJ^wPdz&3KI@K+A9>L-X2?;X^QL3Rw8Q!rKO{o(^w&;iB|r^t1@Mcp`=*ya)yf^b5b z(~K@s!kL*Un45lO>GhX4OAiw1iP+ZVAUM8Zx~(kBHuwo61BwEcG2L&z`vSdPR-A$KS-vC1qX>F>aK?D?$Mu?Bt7b-oGQhy*o2PL z)AJ^cB{N2e5kKx~s%wHYwu6)uWN=1-Y+_9$m0?}y!H$4gjV4D1gQ{~HpiQ!q{52Y- zFPUwSl%w5j@m5lqk0db8QFY$$25-*^ljwQk9F64mgwb}=q%m@vog3D@hbYX z=rn4IL&|ItAG*cO#N*ESpP#6;wX&zO#5Gb1AV68g+^}wTG13i`Em=j>`K6U#^cEWk09fy<|(mpuDcmz-O(ozGS8SW6gl>{Y0P-V zpU;>uuQ77>WMC-x%^4GhB$yCPN-z8AOxT>KHt-G+Gj_&02|Ah#WIC!60;`@=@BiSx zeCXU0{JHyn{k_lTISC3$+bmoECpLbF0!N>pGry0$^ba=v172F0^QDj;&R+k$&H6dK z|7=+>lQ!A>i|00fnQcBb)wE@ef92ffzhUE_N*l*ah_(FPbDRHNy7fe{OtE2&fB)R( zAG7ht9oL%ckFDL4Pi{W*B-%aa+m(#`?30_{W}`%EHYp%sHLcUFCpZ5-+E4DjfABAV zfI15Ae&`9*QTWlXN*#sg(mD!OPXUD#?tc8NkiuhMNI|L=SCkxn1u-sKz{!e0Ar!|K zSCAL~1Qk+Hcbq__?3_rhR;?Y15IofonM0!H_>!n+v!LQWV&tAHN^n^nZ5)`lqWDPB zybBK;mIzEtO_p~fhKua&Dta@U{()aP2e+LQUxwFS!S zoG-OgTa+_!%z#kTi_B&&Se*b)QF`WbIKc-Xk2XqR1;^6hT%k{Fu6#3sC!rjMU^;n( z@VLCY7AD5ArfrNLER8uDp;*B<%MM(B9^*eRRasZ?TAj*MjR%!M0<+0EHK-TX6u`0K zHz39_H{SDS?14W95=1QdsTw{IN=frDvlHQ5(w84rQVIw>X3QXr{_w%YJpEjG6?ggy zT$WN7ShI^tqbPo3j(}}K&5<37?g zPz>B^u;c|{E-D5X?@uT$eyUXBq17GnX3M^OAufjomz_3X31=BZCc=mWNW`o#->3h*?j^SaC8{pQkgQ8@ScM&IvawJ#+VkP_V85oT^sM$n+pz?mj5J#XP95eya zQNPu>(UDmHB}ve2_+IL7F})6k^y|D&J(Dr3#DiWoM=WbWw}@ha2WgO%caZ7|vwAj~ z;!8V}^leSz-UXXIh=41w2jE{<;(?II+Fai$3uSUJnyXdWOL9J!c(5PEd1NsJ$XDz$ zV0#q$tY->KH=VkP7U=dqu9$ zqmIL@DNSPRDmE)%Rk2A9!FkeT6PM;>I0b>CwmJ618MYJjD4A)D6eW+#_wwP*e67ML zMZF4(c>a)JYk%UV*{R}?SdePlwM-dI6ffQyt$20a{^I)cYQ>EeURq@9uzj$c8W zKVV%f6qCst&X zVMazlLNO;(Q?idbpeNKTxwE4DvSp1Q3#5uzaukQIzxSCLG)+w$8z0;FGz=maW;71k zM|(fYc#MPGF1FuzP8TuU`K8aE~o``ZnuZV?JPMD55P!W7k) z_bFG>IyS^uGj)a>Ax9cg?x|#|JyzRjMEUF9Ywxmht93>PVw;fSXQSIeJiAUvxd?}` ziMa?r^|^yI%#b`uu7({a zoR*gvuCTwhrhoFQYlvHHybBZB!6H6)_KuL;;o7)4xm$Y+Umx6sZi!Fzk^IGm(ttK3 z=@xn8pio_tuD6r++tAYDfLjq{m+Vk9uM(f&I6?PvXInc&v>{9$;Q6gn9Uk>*kw?zH zdP{1)B6wRo`d#UBt`G5w(#tC>VVfeG7K#-urNos%9`HqNB|9DE3{gB%+w4b@?x;5* zIK>djcKm};pSpbc3sZ)ov_lF}t0!}>UF)@P3gEUcxV;kDHyI0R=Es_r#H~zMLIRlOAY2 zW|<6v;w3oMHgVyt1)z~tS(eKv^chnN5P>VuM{*_dH5Ju1Gs(F-(tHBl!9If*Sx!9y zXWS8p#2g)wIu`qJgeIDdR-Z47=vqdjrCkb$OI7Py=!^@M3y7d5ep8?>r%hH(T45Yx zutL)5;Z=mjzph9t!)y@T6xU`|9WsRR6qAbK!P)b5zMurDO2aG*M$ZLA@yLdU4s6Zh zh(yKkIMPlZH4ocxmXIxX)^T74^bIzZV4;mh0Mk*H1l5f|)vninPaA=|8U`>K19|e4 zGfR0GS$a^Fa7EaTRICIX(=RGC50zTcbZ6GnKhv(=Vw>y!Q+b0O-yl+MhN!3bc$Ms2 z`Z$8CFj2=UCrprmX(%lz%x4~d<1tINI(>;ZUh&iW`+`0=$P#Ioc=7!_s2DPw@@2Eq-~L%&iU+FC<|qi;ojlvLY`< z6{RCefYH~|*^qbALej`3_71MwD5EXg3cZQj65GpTt&sS03#UR=tUJh_+v>cey5eVC)g1}UkSA)Otz z>v%^WmhW$gXm&zW#zG?L~#|Bp{i zjk|8Rj5cwfWm0$wpjoX8Y+zZU2&Y1dR8PxSI=yyt_?pSFYC$qF9{w@VYSrp8<96#p zk!QvnnNbIl9V>OPBlATH2`e=-1Eh;;hI>BY9%JqAHoNb>dDk-w^?Q@}1D|;)fdd-#CW0gFM%73ZUJU4WjbNOKTPTy+S@-hg5cBG@=_&LNzNFRwgOngs02!>AZ2 zp5>R|?baD1I~@rh&qS*|+8uU~-9g388M|T>GrFxGS#5)y&VnTV60`&{p@9s}WFwTA zk5q*MnOxN-6xF9n=&2kIArv5wAXk(`v*#*Z6Xdg4POxrZ<{ZOG!?ZCq3G0hiufl^v z`Mt={OeWMnaCcR+?8~Gj7F3|-p5(>d%q37qZdY8fd;bIidFt|>L%>hweo3L6eLQHg zf+>UEi=3ICb7$Pg9#&f{9J(kaVUCVeDIz$~Y74r9)eEmu_U} z5&wF8abL&hLs~>%_{PAze8oIW%)UuH4uf$o$nDj@HXL2Xkma_WAhz%Y{v<4-e&scy zo-M@r&Hn+Kc+v@>RcQapP!D)A!;B#V)WZXkIFeraM^JJvYk~o+aEqXIZLP z;e(Vsue(m8NvHki)NzKZMocs+l`@=1+^|$J!$$mZM6^^Wi5rv(CSjvbcHUM_`@E&l z<@`@@%n+LRNE|aRZ??CT00DVYDnXQD(>9THUTI2!1Tnj4W;J^MFylZYD zw)x<-e{G*82S5Ii_}P3S^RwY}`hy0Hlkl?nJI|eY**rF0Hl{G33ybBzBj=C(-eG_g zju<^*M~}42O+elT&AYMJP3G6~@Ho(fIV({D;fa+`dRgrDVf`*~96y0tEE1R!BSM)@ zEV-fMS>=r_1SIoEnGfSCoKxm}c|K*9^Hg!ZDA&5pqn%c>(Mf$&9 z^#gU85NH>)DqMYqe?t*;Wz>}cqhoX;&JJFtI1Q(VD%FY%LdG{f_eGUW`glHzaz*f* z@p6xpkz1f7=0uUqPR-~^Sm2bRQ~c}gamO}Xo>ze%F|zOvlDT?*Gh82qD=#p)7@Tf0 zyh9Mc5-=fiqNnwgHXIp2xokHwRU-0rSdGfWXpYt4Uz3sV!^Czl=VW3s5##k`WDnV3 z>5Sllqv>o*jsOPFO}$@FaF1phrm44MZRrK8(v|ojAIlgtCxMyEHZ*5n^WCkGk*WChGvA< z7<$zYexpyO+&fdI6RS^MnVxKvQ>cTy`u+3Uru;++*ATcD&W{|7e}`YhouyBBm#_1m z?CYvH*N7i#+`GOy+-N65$TMv-%=%q#n{tM`D!Wj&$;6DuU)%iAlH+1p-%oG+RcM8u z&beQEdTry^O(p!#e$%OhfBVN?CHz~zB`V>MWh!BpEddJQzx&jgLin*!2xDK<5}6;Q z?$<|S!Vh?eFttXnKe~P7A{sryue6i!%bDSc4tJ;MR>8f;!rMs&LU5ypFjP82cCpK} z!90$vd_(&KyHii!hu?Ghg%w*i^;BeEUTN2{M2N`Et`xSjPjW-5kyyLZk=DbY#e7An z<%`7DhC{KMl>;PPjP^+e?Ho1tjyb5@@-w;(YtaGbSWDdPQV}{~qQ~u#xyTF*d3{QN z(kUKtBomXbW^K_uSgS=@PT`V%U2}WRHf5H%kouFY<>;n6jOLB!lloPojv&uXjrD9g zsr}u~-CDD8P@+oTw6IIVq9v*H*rLr94t%8wZh;!5;%tr&NGmNka~hIr>GYi_I!)Z1 zCZ?vxpMGwMPgwGJN?=*iP6Ih&nKpTxcT?#o6;r<`J(%h2Je2@kBoEvSULR$ z7_FP#y=95_9)bP+f6tz=zmGcm`zCUnBJV50xEYlX-2{W>4&<1%vf@~>&JoBJHiWa zD=fbK4OZ8!FT6Gx571Wg%hYxyGma#Gz$l~U5j_1horjp67gR+R`cHk0IjBTXwvPtm z+ZsWsGtl?&d~11m`8pcu*YcN4jt2?}KLl2Atw4%|HWU$bENa&kfDtdieypX$d19Bg z@N!3sVRN1A4jDtV(ZP)F_yU%6Q2Xq9t&@6A^HDMyq!kju#yGzka?qdgGoAuBg754;0vV$U%T?s z8#R|B+BjljihS>bHzdsjU(}bd-9RM~LtbsZs>PW>VQ!$nIFNgY0|_`v5IM%YEgL0X zl{^rPl3lJ{Wwlc`EQsG2@^^U;$&0ngfPG*P>6CS0Gy^lBflcr2B3mMGK+nc*6FA#p zYGh`GMh*=b0AJi<0vL%Y2Jw*jsOa!2a=)N&My>Qru0;L}jJKT-NRrcK0mL>lvcwBf zpp0s}989g(vL`q|0vL48TH&@qg(w$LxXwuZPa$kyUPjSsc*u3v@qdKI26=hRAHT>;Dqf`zsqigFjn*RP}CWa!J#8Q5%Bri*$@?@lHCX{eUmr#zD=bwxWH zX1OfPprYnvI7EOFLn|28rH`8+1rmEtVybsW3C!g z*s|KnTEce%yp(+Fj0;36_Wf}!gTY8vBGiz`t92%NEc_554ltxs`x(^uO*3y3Fy}3Z z6R6pp9DyG}340v~dHly6RFpuDcn}X6hA;3(sAU+g16+)U(?+nH2yfuEN*&BfG1fKU zZ^Uq5*_`nKXPu10=frLVsYDpQn{3+_IsgJiLjiek0;1)!8~1Zw&b?fBFw!tS4JXZB z$BJ60U=1(|o^xu2>9C*p&;%jFjo^OInkIpEJrxJttNcCd^@>-6O(^b6b~Iq^GB~<+ zuT`(txfJ-K*JJo`Vktx~SjL06%iGzUf|+Y>vn6H2ROdda8gUAS6ME(5X`do_Z3G@{(gE>N09U;n?Vy~a`AXo zG~r|i3Efv5&>73Fcbz z#a-heW&9=>G*AMt0L|gBdAq)~g}E+`Fqy5S3mk##*TdN1<*hZa1S0umYm(WPjK&vM z%3cs4_!kn8MZ@771D%zNkjULFd~-RP8Y=KKLi@tnWN9gQvbDiC7yd1tagF+Vk)?E^ z&ckHW?UbcsW1OcP|+|E4`h6MkYR%``7U=zJsr)0-Tr*J z?#Z;O&u(1$h4z=V z{MBe9T`Ll}S}SLMFp=EVqH65!LlrVQysZ~7NJFewU94RMOW*HW#W|c}sF1$GAk=pn zFeD+|3vzd=d{v`x5W|D`nnC73gVG6$xW_S-cm(&Et*T&oKmUfFmvML# zOR-cz>nnG^1DzDKf%xBfa#1~!0KsavwW*nfLJCS=Y)ESv$!xonhljQ731EENs*xgP z>k;}un`|Ds(r-?NT*eVf&;f5S+iiy_+cl&&hn^RyaFN$m)o@UGMahXK5H6tw>`!`H zS`L~=1Ny7mQ~*|V259+8byD{kRo7~$(?;b5b<=W@jQdcibK){9g_ADQWtNG}DYD-7 zJG*Ue5yo}%)p=#WF|>WXjjYIRC={cl$4j;C=J4B{x7Sv_yaMgn>gw~W+YQC6)T|(< zjw>`|241*bG!!B$DCh91Q(THRMdwns@wy*;jX&($+R}6ci6K8G}%R6 zL2rNIQ~o#tkgMN#K$+rZIfv2rWRENDfACf=piw~pVQIYZkEmPb=ti^kEZ%T(*==ap&$ z`L*=z6@lm&dKHKtN>Fa?zH5f^=+Fz1G<+qR6wu40+`fm~dk-ZmP zA1zB*8vmX)j9I@xyqI;I%?j+fy=iH5k`4kK3j^9} zFUjtXZVtzAnX_#PZz;rUSORxwXH>7~24deumsH<4`$9{%K&`7=;GY#n<69_H(Qn;G zg=Si66NW`rW=7&7<04PF1RTjS=0$aAj+OGIZ=*6wxWV@Otu-cm0TL`+S^C;HzxBq_ z*B10mWFzeEz#6{JqZc{@aa#jf-OX4fZIGnLIBJd#ExnO7|$*axdQ zQDP9GeedN$wcdnODuV?utMhGQ5GT2u!PJuWuyjG3bH21o*$%tp_Z#mHZVpFx5m*kh z5s|v2o`Y)y&@1;gCiiy5{y4nW?siey;XCh+?>64Gzuwfp28VZR_VMQ7UFn}=@W;L$ z>f83$NdD4^{H)mjA}$ak)W;VvRa5>84uB4ZSJGIsYn&@o~X z3$&d=7Qw8t6(}z&E&v<^QwA{Fy{7PHFg%XhV<~mbRc^a!#At(Ywx!Uu>xl)jMO;=0 zHBs>yt|S6sI9iDujTv>@u<9wBHJ8o ztA`mZ<;7P}4toSQ19KK|^ImonfV02=EGYZk>7!x{S649yGTba;y*F&OSbjvsC9vPv z7`Y-{8E@*q$I5Q_qr`)m70o*ceSO2ed7cE1M~h+Sm9!q<+YrvQe9YAdZP z9XW0AjOiY8Z0Xo7OZKa9{Y4wMXr3ADBS?d&GXpjp>@5Uu75@7-q~D!Bgd;Q*^c_*A z1^~PaDJLi)ghnn$3a(zi$7zRES+C-;VFQ65qG7vjeRBZ`l*#c|0OK`64ll?|Ro2Bl z(d_M^?me9RnnhH?z-1U^KtCAcx)El-Bk_f_YhdeCDvEFO7uj2%g3HNkb zUgYtKXLUN$nT(oy5uz&v1+)K}+*9hn`#?r6kkPf;%XvK`BP^6Lcwv*M*gcg1CfN?T zbxD5%t(83T1v<-B7D#AHFO!bh-ZR6yF*D5iRVp9qbrnxevQ8xwHtEzRV5cDPjaY!( zTv#%0O5{7YKHI`ygMT1Altl=+GZd?F(u{J$nUEUFxu|x8mtI=?dDHP?D96ST2r08R zkqaNt&XwiKI@1$ad*wz=MO19ljY+o)zshnhj(4EK09Sjv*;0YhE!4R|3Nvstf!3Rf zTzEc0g**b|lM@$o*4aalhru)eRqNcjZqdvjOdiZ%RP+>#l%-c=d`N^Nsb>Zbhrr4u z9NgXCpkPK{L6Ss4alGK6g~8!{fi&IJESerK(%gxvSZ{a{><#gV?;=VInZ4Do$t%87 zu_q%>k!)XQh@mqtaF5uP3mH-6sVq0)l)YcI%xLDwNr#OVrc7KDYxOG-_VHg(%qRnN z#W6m@h}yN0AdrZj!c=oX;YRZOk(bAv;?gq`m5NK>LVy-@o`K7#dNs80ucj6*&mo5% zaHEWttrb+K`16wdbxDM9sBGXswO;rpyr8%Z2sy>!JP-o? zf;(zwoS8ZaYyRYb!d0Na@$8!ii0lvF(RoyFiXRe$c)xy(5quS-;zs*E-P%v83{`Nt zP1Xoswc5_1Jv`Q#pk)zduv(_5#rc6|(!MN0#hr(X7gs^X^z7lYIgz?mJ5zsCG+B@6oBwa1k=Ltig;VeA!Rce}GGpMgeB~9$QU}vXj9wf^a^9KBn+&+W_g)0U440=fIxprhRV1nl8Jv1x; zZmUD93HBfQtoE?39r54rP5~(T4oA})$PQegZ>XcP^j|LWpoC!hb0m|NBb{wjtbo_U zQZOjo+Zn=aXJ0BZvka%x-OHxUokP!heDp&oIftU&3UUFzJ46lGTzgb#wD@#C+#uPw z)6SC2(*+tsstwXsTZcE-+}hrb8Z zXV7eV9|lnY3UY}E3W-v!lPF4!rnFJhP$`?DAm&H3;V%RfNrgv6P8*xQ%>K(LR(*CJ zdE*%T#qbYEbq-<(4RJ%`0fPN{GU5ou(02DZe!ImPKnVi>taL7N&@EGh*DA8LvF!xqF-F!&`<$d=cBXYKmd+S<}e)f%+{N|5l z;`Jgcjk|}!RoTbVzO$!>t9)Ot6?0D$4j4(c3b;Eb(^Ej}BHDt@%iP+^UDqHDd>uSC zJ!5QEL2pqI@5F%=(0K>arp>`y<1}$S3Er`osGf08CWnyZZ>EV32w4I!?(mq?X7 zDv=Um*^e=QiothB!fHb69jNrOVTZcE-_pxOwI$`C!(R@qx7 z@E=^V`N0@6^%Jcx9CjCvdP^@H9(8*QaBLB4w)-9KA@*tgSvPQsnY+K`tFA{^Bt`oo z%7)F-?`*Sh+KvETPiLywPkl)zIvBMlt$v5`51^OQw`{P+ij&%uwA&IY_5$TULWX}O zU%`82NdpbVQI2*PL*Z(6cRHZUiF*oqR^cwXNL zI)T<@V48!&B}B^hh!Mht`9v}#)D_tZpnr#6l0HH~e^G2AXp1(ZdQl>CA|_3qipmx5 zLt8z`Il$4Op(FDG!I)itC!$YTKb621<@$(uJz6&$;s)pvR`7u-16MY{C^*{%B10Ec zKsDPV*eZ*67Drm}R~BfPzqWXpMfVmP7Pcu|QFA=bW)9H!yKj!SXN_Hcqp{-v7h{)D za9pJg@{fcS)g($Gxuplq-Lowv;P5j8>L2`;(r2Rqw*}(+((~BX3KUn?jBHtq<3Rij z#fc8b!pjdH1YCWi+ZO?>5$KBlx?W02!m02eWG4V4ISFL&=%(aotC6&;qb*|X0R0Q1 zfbf4ht%Dz4Tge_>P??5^l?^X$AlSjxSvxqLxn|GD-oY6-evgmmp-Tc;f`B5jGPWjl zK-ZA|eZ2;6VzqQ|v9jIt(WX?bduK-6vRjL9@W+oA?>2nC$6HB%*JWq%HTTrN69rTT zRS8ZV^Le!29pmMq!Ew}ngIn0e-53W9RzOJ{{%iY##9NEDmoy+ECrva#S_m3xB~AqeyU zQ=#*S7j#G^icvLKx-@G2y(1>1Rcd57Tj)yZkMxpYI)(++BeUnuQs5a6*H?6#&)2TL z_VR16T7&s)A#o7gM&a@ZlP?p>LZO3F<>=J=p@AYche*(bSd$SvcfiKpQlHOOpMgQp z!wR^=WbFJ(6o@<`PJ3d!<<_nrlIiO~bq#o0-RF^=R$T!Pp<9J4UEm2t%;?1l5@!BN-m5_}D8 zwoBKm8Xx(~kkoge0GqAuFpWlxQgb1h?rXQ*+k?;QI`*+wkNeni@$7S`O8lIm?%0Yu zp?I!v*y`ZEO@>@UJ^+bV${vK9JMNZIEAih}BFgRs|D?DfIRQNGwiF1W;%dCFj=uO= zVAT-`_Fo%Hlu28Pe+4R{8);b)8W56?8gydz&ZGr8~jA|Rk{#1Nkx z4PuUx$ipGRb)AV&4BOD8=QTV1y2JBu3GtCn@Ip~B>B!?^;q>aX<~}5I;BsLI;&d__ zB6S3rEl)v7MdwCy|5m{FvY~58Fj)3|R7Sk)@m9*qP2uhA1Qj|dQQf%1RgQ=8i4dz1 z$f&7`^!g391KqXQB)udl-+8MFTmri%7$>G3B)-sqMH*r-g}S^VD#8m;?5SSQ!sa|- zP8dXP36{I^5f8&VVV$CyL8NP9p^d55vRrK~5uPU=YUTrjyowGAWSTp>J z1M;6ZHNzZEK68c$j#q18Zsyl{m2RAKMHj{|yJWf+tTAT7{^pJZ*r~)-5)0@WVJA8+ z05FaQ9NfH{#nd8f?+}53e1PCOeryiz*4~xRcfWHHgW^wnvV%s^lY^UgJ!K_5USgD? z>nv)=4y^}v7Cm8y_5_`oAXyq&c=!M!3lClJ;#p)NB%x1KqmrL^{`KA-!Wn^ODEKW+REwEoG=E!Q6Y&y7FE!%tMY#%Z(7C(mu3KZk~& zDw$>Q6|u&D;oRmeHh!*DpKguroZI|GHhQ*9`($mte{S=A?MRdwnPY%8`qgurzs5!% zEzvnylV3l#`5SEV;nZ4ZPk-~==8t72g$-(qSFO$OoZI{(w3%R^5B~5Om#XmxKjl7s z>Up2E@qc~v9FsPtrF8UoAUETG`!i>`86WlBj8~Ao0O9p0k<{K9HfuOY~iq z92>cenzy?slp&og(r&dlw6~3bF zLVPHliJP^nG9j3LhO9({R=DW_0D&BD3vaB%c#U`6ix5xn$0Z~f@IA^1(PW_2WF!A| z)RY=e9o@7tI)B@X?qraw@kC!YO<4kN$*Uqmv5BusL4>72=WSF6Y1OX0=@TMIxV-ph zb3LJ;pr}le{DU3D#mX8=)E+MZ99L>@)_zV~L@}O7Sb{7ZNr1ABgHTZ@04eFq6)#eP zW#cm!rZ*)pI16u0P^aouG#nzHV~(Wi4WN+k()z1>1#2JIE!Mnmd!)AKL< z;In14Sow*K=Qe8KM?M4!VPBlz_yQS}6zlBSmo~oUvP6H{F&zJS)qVPdFMHPG&mwg+ zSPv^?ZFCUnk2JpwEBUQ`_>BE{%-D~xzY+g|xIhT>H3e=MEV+| zD&ST?gEXT8g3P*IEzgCvLWx49R9W*n7j8wnxGrZ8!Zy+%AGT5!B;X6T)G_u`nZT25 zD5tUHLGKRO6t6F!w)uO{1&JJYj`&2Qgs*U1adIOb3h?Dxee^MPz=82-`O(=g{#+167& z%nlcX@0yMT*};|)0wDTfeUYZ;9OkpKzdL>sg(Mth-+n#ej*kJOhSED#M!5F4%5rFE0ArU!PAsSvB%GE zd=rnK!eb-8_WdgxZ{qtuhwlSU*`sf7?BmgMcvL(C*5q*GubI&N??3BA<%7?;Pfvf| zeR}eu`}Bv4?$hsIvQLwPUs#B>`7lhj`bP)^;xCBPAN%B)IQ>YA)1ruPG;U1bOy6!a zoWLxV#6>TOoIfRMcvBGy8mQ_?Rcmm9JTiBA)Hp(bLratPX9}*0Lh>qGLSLu&rMfRu z`LUik>JqnVGGj`UI4n?V9YKSJgvy;ASRtTCSN&}&Aj_OYAM6T^NCHB1A?hp}Ajra; zHe_L$KGSlr=uiiqoOd+Qs)nH36fLix<-tSgBG1{9{JgP`tUXX(G84D>f}$@b89}Gp z+aN%8oSm9Y{WJZe4FSj@wd}?D?%F?K3!yX zj5Tf=me%rE3zQa1!p}CL!9GHAbR5L#Xnd>Fg5?2It?kpw?L&*S=YWBaB_5|>G(b(Q z69usBFAerDUH;PLuU`J*WtWFLWY5eRganvr*`TbM9Q5Ozp*s~Ph=`_^fLRCW&eRhz ze?K?D=;)!hgK=|MzoUmDHzo~}vvQM8GA-B(adesNsRcnjxeNlU5*?qyMIgsr^r7e{ z2|NHq^J^e<=?pUu?C_9+PNnzcD!Do&z7Dj$ms|oU7zm09TNaW?MMVEwnmV;V+-4sv z`&_srl5V0`I9lT^ z*^x7BAgNtKK7(=MR5@vHYcL9WIt&J2g}Pcq5`J<_wIb;<^QUjq*8n9~#%O{Bc2W^h zn!-ZFjOmX#uTq3Mg#w3f^YPt=l_h-l{N#^)Oyi{I?x6Y(koT@pT3yEB3 z30f-xA?0G0$+9Rp3d2z8b(M1rV#Np+48zE&vf;c;^{M0h<3VF9Abxy&2QhUNg2W?` zQ2AD?Y_iu`=Yq{I%wne_bT)%TipQzBI6>V4OKXDcyi9FoN`0tN^f6O~RDk~YxH=05 zfiN>skbRswZC;u}o3k(xQAw-WB*AZ`bN5b~-w?H3(CK0Lxc;T;K1e;5B)hOr@akOr z=2his5>WLXXGY&0_w!naJi`>zQVcc^5_zO^^a23S^Z=#@hJz{a3U=Q@gzUta49N)4C%QD7_IIOaP zsmP)IuplrTZ9R6#Vr5ge{o< zZLHzhGxjWq;`Vrb<8?g#gzI|H-i39hXd``dqlIQqTQe_MTPJ%PxA63n_Ow)Bv6go> zzK@pATFZnbv=+a#@sH8sr>#ZV1#1oe>BetIT_tDKTKwCM-!rT2#kXLC{Tm;8;)#R5 zcg=nJKi_emUTnHg|9jVc`lGh{^fUYJ(+>~ar~M=QG&%Se=o)U)&mnb3=V*D1I<>I8 zxZkkq{=uI9qczjs2WIu*SsJp^E$hXXPO-CAm4bY!m8|!LBI%&wIz4W!+%K}2OKB3I#L+h zg@OHP?*YJ`>4e!HmhN?=KIRZc&kGxr%E|761`*!rjGNt&3KY6Of(C*!Yqbn9QXWLr zJKBU1J17}4M&%^`aW)>gdHCIzmrnzEZ2l>yA~-9CSR$?GOCtW}5yCmZu7Lx{Upp59 z%jI^|LGm>4PJk)sC4&MJxyN-f-{6&zvsRFi#K5S+us!G^8q8b@6f\n" ] } @@ -251,10 +251,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:22:56.087244Z", - "iopub.status.busy": "2023-10-25T20:22:56.086919Z", - "iopub.status.idle": "2023-10-25T20:24:15.899979Z", - "shell.execute_reply": "2023-10-25T20:24:15.899402Z" + "iopub.execute_input": "2023-10-25T20:35:55.831065Z", + "iopub.status.busy": "2023-10-25T20:35:55.830860Z", + "iopub.status.idle": "2023-10-25T20:37:01.553068Z", + "shell.execute_reply": "2023-10-25T20:37:01.552567Z" } }, "outputs": [ @@ -266,12 +266,12 @@ " message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH\n", " success: True\n", " status: 0\n", - " fun: -77.6280696593387\n", - " x: [ 2.256e+00 4.570e-01 ... -6.100e-01 4.518e-02]\n", - " nit: 586\n", - " jac: [ 6.963e-05 7.674e-05 ... 2.615e-04 -3.823e-04]\n", - " nfev: 28905\n", - " njev: 615\n", + " fun: -77.62872959177449\n", + " x: [-4.398e-01 1.209e+00 ... 9.303e-01 -3.817e-01]\n", + " nit: 467\n", + " jac: [ 7.788e-04 -1.293e-04 ... 5.684e-05 7.390e-05]\n", + " nfev: 23641\n", + " njev: 503\n", " hess_inv: <46x46 LbfgsInvHessProduct with dtype=float64>\n" ] } diff --git a/.doctrees/nbsphinx/tutorials/05-entanglement-forging.ipynb b/.doctrees/nbsphinx/tutorials/05-entanglement-forging.ipynb index 80a6baf05..ce59dedc5 100644 --- a/.doctrees/nbsphinx/tutorials/05-entanglement-forging.ipynb +++ b/.doctrees/nbsphinx/tutorials/05-entanglement-forging.ipynb @@ -14,10 +14,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:17.762959Z", - "iopub.status.busy": "2023-10-25T20:24:17.762532Z", - "iopub.status.idle": "2023-10-25T20:24:18.221382Z", - "shell.execute_reply": "2023-10-25T20:24:18.220857Z" + "iopub.execute_input": "2023-10-25T20:37:03.214961Z", + "iopub.status.busy": "2023-10-25T20:37:03.214603Z", + "iopub.status.idle": "2023-10-25T20:37:03.665782Z", + "shell.execute_reply": "2023-10-25T20:37:03.665270Z" } }, "outputs": [ @@ -90,10 +90,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:18.226276Z", - "iopub.status.busy": "2023-10-25T20:24:18.224796Z", - "iopub.status.idle": "2023-10-25T20:24:18.265443Z", - "shell.execute_reply": "2023-10-25T20:24:18.264964Z" + "iopub.execute_input": "2023-10-25T20:37:03.670968Z", + "iopub.status.busy": "2023-10-25T20:37:03.669311Z", + "iopub.status.idle": "2023-10-25T20:37:03.706953Z", + "shell.execute_reply": "2023-10-25T20:37:03.706430Z" } }, "outputs": [ @@ -101,7 +101,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Energy at initialialization: -75.68366174447618\n" + "Energy at initialialization: -75.68366174447621\n" ] } ], @@ -135,10 +135,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:18.269135Z", - "iopub.status.busy": "2023-10-25T20:24:18.268227Z", - "iopub.status.idle": "2023-10-25T20:24:20.012424Z", - "shell.execute_reply": "2023-10-25T20:24:20.011652Z" + "iopub.execute_input": "2023-10-25T20:37:03.710817Z", + "iopub.status.busy": "2023-10-25T20:37:03.709874Z", + "iopub.status.idle": "2023-10-25T20:37:05.455758Z", + "shell.execute_reply": "2023-10-25T20:37:05.455155Z" } }, "outputs": [ @@ -150,7 +150,7 @@ " message: Maximum number of function evaluations has been exceeded.\n", " success: False\n", " status: 2\n", - " fun: -75.69448131203954\n", + " fun: -75.69448131142009\n", " x: [ 1.354e+00 9.651e-02 -1.863e-03 1.095e+00 -2.132e-01]\n", " nfev: 100\n", " maxcv: 0.0\n" diff --git a/.doctrees/nbsphinx/tutorials/06-fermion-operator.ipynb b/.doctrees/nbsphinx/tutorials/06-fermion-operator.ipynb index 1be1409fa..dc8cac7d6 100644 --- a/.doctrees/nbsphinx/tutorials/06-fermion-operator.ipynb +++ b/.doctrees/nbsphinx/tutorials/06-fermion-operator.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.457139Z", - "iopub.status.busy": "2023-10-25T20:24:21.456721Z", - "iopub.status.idle": "2023-10-25T20:24:21.754896Z", - "shell.execute_reply": "2023-10-25T20:24:21.754301Z" + "iopub.execute_input": "2023-10-25T20:37:06.834339Z", + "iopub.status.busy": "2023-10-25T20:37:06.833983Z", + "iopub.status.idle": "2023-10-25T20:37:07.114724Z", + "shell.execute_reply": "2023-10-25T20:37:07.114192Z" } }, "outputs": [ @@ -40,9 +40,9 @@ "data": { "text/plain": [ "FermionOperator({\n", - " (cre_b(1), des_b(5), cre_a(4)): 1+1j,\n", " (cre_a(0), des_a(3)): 0.5,\n", - " (cre_a(3), des_a(0)): -0.25\n", + " (cre_a(3), des_a(0)): -0.25,\n", + " (cre_b(1), des_b(5), cre_a(4)): 1+1j\n", "})" ] }, @@ -76,17 +76,17 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.757956Z", - "iopub.status.busy": "2023-10-25T20:24:21.757656Z", - "iopub.status.idle": "2023-10-25T20:24:21.766508Z", - "shell.execute_reply": "2023-10-25T20:24:21.762905Z" + "iopub.execute_input": "2023-10-25T20:37:07.118784Z", + "iopub.status.busy": "2023-10-25T20:37:07.117777Z", + "iopub.status.idle": "2023-10-25T20:37:07.123505Z", + "shell.execute_reply": "2023-10-25T20:37:07.123048Z" } }, "outputs": [ { "data": { "text/plain": [ - "'FermionOperator({((True, True, 1), (False, True, 5), (True, False, 4)): 1+1j, ((True, False, 0), (False, False, 3)): 0.5+0j, ((True, False, 3), (False, False, 0)): -0.25+0j})'" + "'FermionOperator({((True, False, 0), (False, False, 3)): 0.5+0j, ((True, False, 3), (False, False, 0)): -0.25+0j, ((True, True, 1), (False, True, 5), (True, False, 4)): 1+1j})'" ] }, "execution_count": 2, @@ -110,10 +110,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.769556Z", - "iopub.status.busy": "2023-10-25T20:24:21.769352Z", - "iopub.status.idle": "2023-10-25T20:24:21.775327Z", - "shell.execute_reply": "2023-10-25T20:24:21.774828Z" + "iopub.execute_input": "2023-10-25T20:37:07.127103Z", + "iopub.status.busy": "2023-10-25T20:37:07.126199Z", + "iopub.status.idle": "2023-10-25T20:37:07.132512Z", + "shell.execute_reply": "2023-10-25T20:37:07.132066Z" } }, "outputs": [ @@ -121,17 +121,17 @@ "data": { "text/plain": [ "FermionOperator({\n", - " (cre_b(1), des_b(5), cre_a(4), des_a(3), des_b(3)): -0.25-0.25j,\n", - " (cre_b(2)): 0-0.25j,\n", + " (cre_a(0), des_a(3), cre_b(2)): 0+0.5j,\n", " (cre_a(0), des_a(3)): 1,\n", + " (cre_a(3), des_a(0)): -0.5,\n", " (cre_b(1), des_b(5), cre_a(4), cre_b(2)): -1+1j,\n", - " (cre_a(3), des_a(0), des_a(3), des_b(3)): 0.0625,\n", + " (cre_a(3), des_a(0), cre_b(2)): 0-0.25j,\n", + " (cre_b(2)): 0-0.25j,\n", + " (cre_b(1), des_b(5), cre_a(4)): 2+2j,\n", " (des_a(3), des_b(3)): 0.0625,\n", + " (cre_a(3), des_a(0), des_a(3), des_b(3)): 0.0625,\n", " (cre_a(0), des_a(3), des_a(3), des_b(3)): -0.125,\n", - " (cre_b(1), des_b(5), cre_a(4)): 2+2j,\n", - " (cre_a(0), des_a(3), cre_b(2)): 0+0.5j,\n", - " (cre_a(3), des_a(0)): -0.5,\n", - " (cre_a(3), des_a(0), cre_b(2)): 0-0.25j\n", + " (cre_b(1), des_b(5), cre_a(4), des_a(3), des_b(3)): -0.25-0.25j\n", "})" ] }, @@ -169,10 +169,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.777921Z", - "iopub.status.busy": "2023-10-25T20:24:21.777727Z", - "iopub.status.idle": "2023-10-25T20:24:21.783143Z", - "shell.execute_reply": "2023-10-25T20:24:21.782591Z" + "iopub.execute_input": "2023-10-25T20:37:07.136109Z", + "iopub.status.busy": "2023-10-25T20:37:07.135213Z", + "iopub.status.idle": "2023-10-25T20:37:07.140929Z", + "shell.execute_reply": "2023-10-25T20:37:07.140482Z" } }, "outputs": [ @@ -180,17 +180,17 @@ "data": { "text/plain": [ "FermionOperator({\n", - " (cre_b(1), des_b(5), cre_a(4), des_a(3), des_b(3)): -1+1j,\n", - " (cre_b(2)): -5,\n", + " (cre_a(0), des_a(3), cre_b(2)): 2,\n", " (cre_a(0), des_a(3)): 0-6j,\n", + " (cre_a(3), des_a(0)): 0+3j,\n", " (cre_b(1), des_b(5), cre_a(4), cre_b(2)): 4+4j,\n", - " (cre_a(3), des_a(0), des_a(3), des_b(3)): 0-0.25j,\n", + " (cre_a(3), des_a(0), cre_b(2)): -1,\n", + " (cre_b(2)): -5,\n", + " (cre_b(1), des_b(5), cre_a(4)): 12-12j,\n", " (des_a(3), des_b(3)): 0-1.25j,\n", + " (cre_a(3), des_a(0), des_a(3), des_b(3)): 0-0.25j,\n", " (cre_a(0), des_a(3), des_a(3), des_b(3)): 0+0.5j,\n", - " (cre_b(1), des_b(5), cre_a(4)): 12-12j,\n", - " (cre_a(0), des_a(3), cre_b(2)): 2,\n", - " (cre_a(3), des_a(0)): 0+3j,\n", - " (cre_a(3), des_a(0), cre_b(2)): -1\n", + " (cre_b(1), des_b(5), cre_a(4), des_a(3), des_b(3)): -1+1j\n", "})" ] }, @@ -219,10 +219,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.785979Z", - "iopub.status.busy": "2023-10-25T20:24:21.785785Z", - "iopub.status.idle": "2023-10-25T20:24:21.790767Z", - "shell.execute_reply": "2023-10-25T20:24:21.790264Z" + "iopub.execute_input": "2023-10-25T20:37:07.144466Z", + "iopub.status.busy": "2023-10-25T20:37:07.143573Z", + "iopub.status.idle": "2023-10-25T20:37:07.149049Z", + "shell.execute_reply": "2023-10-25T20:37:07.148600Z" } }, "outputs": [ @@ -231,15 +231,15 @@ "text/plain": [ "FermionOperator({\n", " (cre_b(1), cre_a(4), des_b(5), des_b(3), des_a(3)): -1+1j,\n", - " (cre_b(1), cre_a(4), des_b(5)): -12+12j,\n", - " (cre_a(3), des_b(3), des_a(3), des_a(0)): 0+0.25j,\n", - " (cre_a(0), des_a(3)): 0-6j,\n", " (cre_b(2), cre_a(0), des_a(3)): 2,\n", - " (des_b(3), des_a(3)): 0+1.25j,\n", + " (cre_b(2)): -5,\n", + " (cre_b(2), cre_b(1), cre_a(4), des_b(5)): 4+4j,\n", " (cre_b(2), cre_a(3), des_a(0)): -1,\n", + " (des_b(3), des_a(3)): 0+1.25j,\n", + " (cre_b(1), cre_a(4), des_b(5)): -12+12j,\n", " (cre_a(3), des_a(0)): 0+3j,\n", - " (cre_b(2), cre_b(1), cre_a(4), des_b(5)): 4+4j,\n", - " (cre_b(2)): -5\n", + " (cre_a(0), des_a(3)): 0-6j,\n", + " (cre_a(3), des_b(3), des_a(3), des_a(0)): 0+0.25j\n", "})" ] }, @@ -264,10 +264,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.793387Z", - "iopub.status.busy": "2023-10-25T20:24:21.793193Z", - "iopub.status.idle": "2023-10-25T20:24:21.797643Z", - "shell.execute_reply": "2023-10-25T20:24:21.797144Z" + "iopub.execute_input": "2023-10-25T20:37:07.152630Z", + "iopub.status.busy": "2023-10-25T20:37:07.151744Z", + "iopub.status.idle": "2023-10-25T20:37:07.156781Z", + "shell.execute_reply": "2023-10-25T20:37:07.156331Z" } }, "outputs": [ @@ -297,10 +297,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.800381Z", - "iopub.status.busy": "2023-10-25T20:24:21.800192Z", - "iopub.status.idle": "2023-10-25T20:24:21.805824Z", - "shell.execute_reply": "2023-10-25T20:24:21.805322Z" + "iopub.execute_input": "2023-10-25T20:37:07.160764Z", + "iopub.status.busy": "2023-10-25T20:37:07.159841Z", + "iopub.status.idle": "2023-10-25T20:37:07.166312Z", + "shell.execute_reply": "2023-10-25T20:37:07.165878Z" } }, "outputs": [ @@ -340,21 +340,21 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.808537Z", - "iopub.status.busy": "2023-10-25T20:24:21.808342Z", - "iopub.status.idle": "2023-10-25T20:24:21.816002Z", - "shell.execute_reply": "2023-10-25T20:24:21.815505Z" + "iopub.execute_input": "2023-10-25T20:37:07.170009Z", + "iopub.status.busy": "2023-10-25T20:37:07.169123Z", + "iopub.status.idle": "2023-10-25T20:37:07.176665Z", + "shell.execute_reply": "2023-10-25T20:37:07.176224Z" } }, "outputs": [ { "data": { "text/plain": [ - "array([0. +0.j , 0. +0.j ,\n", - " 0. +0.j , 0. +0.j ,\n", - " 0.14019459+0.05152728j, 0. +0.j ,\n", - " 0. +0.j , 0. +0.j ,\n", - " 0. +0.j ])" + "array([ 0. +0.j , 0. +0.j ,\n", + " 0. +0.j , 0. +0.j ,\n", + " -0.11830879-0.02112505j, 0. +0.j ,\n", + " 0. +0.j , 0. +0.j ,\n", + " 0. +0.j ])" ] }, "execution_count": 8, @@ -379,10 +379,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.818749Z", - "iopub.status.busy": "2023-10-25T20:24:21.818558Z", - "iopub.status.idle": "2023-10-25T20:24:21.831581Z", - "shell.execute_reply": "2023-10-25T20:24:21.831134Z" + "iopub.execute_input": "2023-10-25T20:37:07.180124Z", + "iopub.status.busy": "2023-10-25T20:37:07.179254Z", + "iopub.status.idle": "2023-10-25T20:37:07.190877Z", + "shell.execute_reply": "2023-10-25T20:37:07.190428Z" } }, "outputs": [ diff --git a/.doctrees/tutorials/03-double-factorized.doctree b/.doctrees/tutorials/03-double-factorized.doctree index 61df3933ff9f7059c5ecb87d4b6aeedb282a74d4..7fe9f54f4ab52218a1a11801581e35c95d628a46 100644 GIT binary patch delta 3706 zcmeHKy-UMD6t~v;QHzTpxY&q@4u0I_a!o5zLD5N^i}Aok=-?nODkybyzbXz=YO8`D zgQa72t-4A704FE)A8_+t;*rFN)crCf@8x&Dd+#N`yt}+yhYM%n$bRIow^51A;MUtP zU%(eRG(mNOO_DM+G@*STEGi7k^#w!;p$0W6V^INGeo!}(x`C)EdD8bz3B;%%`k9s- z`X^O}lu3B!{UudOFwv3Di}UNegopSc!B8hQ5|kjKd8>h1Jid*6)9p$vKxK~FxNAec zmd6LC9Op9S1JyT8AC`Ex5{fZiHN>ThRwcGX@ zZfW7q`7wSpRZz`IHK(6a8f{8Sj4@sr?BlC_2QfW}NpwmcWEC N8})8sR%1_%*cbo1-!%XL delta 4850 zcmeHKO=}ZD816@+B^L4INzHgRJI?n9lu9dzg4kZv=yneUgDDi1oD_t3@CPVUk1gUy z6}?z;hzf#4{R4{NNqX_5Kf-r*Q@gwMR0sy#J?zdr%=^r|&+NlHv-V{C`^)k2o$`Y( zUpLAp=-7P8oucb)i5aJwTW%Twp@?H?v|&_1m+Gj35DK#xl9+QTq?W=*L{S9>g(1Vj z8fgjTJ`h3IFhQgy@t~L|iy?sxCvBxUk3%BQQ~{>lQl*%ZC1n>1^ATzU)z)sOCJtpl z$W3y}8DVj5ZgY0|FvU!B!-a>a0!6~WV8e{Ikg%KM8YHAbNlq9LgM@j3ygWI~k4aAy zix`GE)liUC%uQql3MyoNs(%c)ZG^gwHrIC>-4^-w_OIMe!EiR*01Nv@(-YYDU z_D$~3EiCe{EpmP!7I81k?b2Ovg*$M+<}TQ^!Ucs3`o&`y3q^e(E`UPeHjW;24`1&o z*9$lNIT04ertPED|K^6Oo0wTBo%E&Q94*R1aevslQw*aKt_-RyY+W1*AH-Mtq96=+ zK^V*>q0>DrqfzB%x*@#Jtp9>{a$LFPv&Yc7zB=nRpH7ad&bQ~y{Qx8ZtKFRe x_DwdR_LfhKDeV?}m;L8m@2CIxN#1|BnKY~J(#J=>>8E+s+Xv0g*-xJ*e*>LvF^vEK diff --git a/.doctrees/tutorials/04-lucj.doctree b/.doctrees/tutorials/04-lucj.doctree index d4d778c090768e31ce322d3be64cf76c56677b62..841cd4f29f417b23f87487e3cf8f74221f5e6fc0 100644 GIT binary patch delta 2575 zcmds%&ubGw6vs*0idCU$JV>SLpa&7jIKO8nr8W_iiUia)uCb|7G@?bLVv$ObRkUh* z@Q{as;!QmDBx?_f7mw<}vzK1$Us2uJEQE#hkkW(e9)>sX&HFO%y`9gKrS#%by8B_z zOYcMX_r4T`pMCS;dK%tmJ_XjL{x9J=1xG4dVLp35*!{`QhU-cH>&|zF(u%=aVX%uC z0egzME=@En50iFob@cNV#Sl7Pg;a4MmT}4*go`7i>xBm@`(Rh$PCLyAL+4^K;eVNHOUD2HNju+-$;2fQ)-4c&)!X8pOZy_kX+a zBcb;mg3>~-zgRuDA2MfA!@KQiW~8B73t{5?5ty5ZKNK@!YKI9y;RFokB!rH|heJaY z#rPwXj`0U+tR1T*P%h9iHd!>aWQ#|^DQ+z0;{0J;i3n#+{z$@M`H|(%!6X;(5#E$f zG`zjARvz=5&c@Ip(&o&ffLe+h8_3Gz^Ki}mpX#xA>V=-CF1)DhZg?2b^O1zUmRHY? P!S;#77cu0Q7W9t4VNg|^ delta 2559 zcmeBL&D64*iKT&cYUM_jQ~ZoZlh5ACr!@M29SbHmC19AubHEDR^hI_ff;S(r}VYHNT^*vxJho4KKaf@{oVMn_2$9WpI4 zljH0?a7n*vm7gr`P>9XYn-0oYgg5&-h6>hO7+9K{nVFjyb16VUg_T0Iu92RJg-NQe z0njPtdX{FEV5Xj)o`SBao~0#J#z@c1&L1rmf>KPkYnnI)u^-Rq`QYKKt^3qbvtP~6_EG-Nm#^q&!1dPlK zCO;4Hm^>$V=1_F|=I0@~j3ha{IwmJ2zofX9Y9U`8V+%DA82)4g|7L-3p&{;t$pYbl zliD~ZTSVR`DJ}*}1~?gYdWgE)dUIn;yb@#ENrlWU$9h$*_wU(!SWja*&aM zVRC}K&g9um9i+ttqD-PvgjCzXN;zQUlM^csnqh?QTPA= diff --git a/.doctrees/tutorials/05-entanglement-forging.doctree b/.doctrees/tutorials/05-entanglement-forging.doctree index 44de45d6f4dfc1aed27c3cfdff3cf84139022477..e5d7af1490c53b7c87c1c0ea4cf6f47eef057aa7 100644 GIT binary patch delta 143 zcmbPJKBs)cOnD|F!^yMdok7$C`LiHuy+S#J5}RzN*b8EwRWt)qn^~2zIN1zMj0_Ac wCpYS(Prjo)AIja_s55~PA(b$>T<;bVck_0AW+dtO$?}HN5z_ISrHvXn0o(&C_5c6? delta 143 zcmbPJKBs)cOnD|li^;R)ok7$C`LiHuy+S#J5}RzN*b8EwRWt)qn^~2zIN6L0j4e$~ wCO7J&Prjo)AIja_s55~PA(b$>T<;bVck_0AW+dtO$?}HN5z_ISrHvXn0rW;JL;wH) diff --git a/.doctrees/tutorials/06-fermion-operator.doctree b/.doctrees/tutorials/06-fermion-operator.doctree index 10f814e20b762b5b4736e3493e3cb0fa8196dc74..889dbcbdbc4e71719967445ad4c1974a6040bc62 100644 GIT binary patch delta 2164 zcmcJQTS(J!6vuU}rn|U{I{#ZP=bV@29RL3=`qybmkRr}qgd)+6U38`s6)iN8>Ltuj zA--K6BCEF|Lu2$%VHbq3Anc`}RH%oj2PIz%%zj%5GkY4_)Bl{q?|eDG^Ev1Dzq`Qs zvcTb<+jHgP1MV3)S{*Vxl^4M0DnMBd51-}cU9ponFR^UP#0XUg7pvnkrA#+&QlZ_! zKE?H2*%P-0#=5k&Yp1J(=UO@(g+sC7mZG8< zH!Lgunud^bAJo=NY`Mh{Rtcf%lwz6@qsLWjOPQk%s;G3}o zv*bJHl4FS$Vv}x$+Ckw>B_B&nMN)KEOs_~o#SqyuFm94S@6W>73K5oBF&5cOY}!iT zv}mwK>Ue{qV00K@KgWKLLI30p0|MfZvhU;{2RA~{a6Txeg zLCoYJuUSWCAQv6=5&j903N*a_i$;aM3JGfck|^#E{%ma7>IrILq`Jqpe7IQ^)|y0+ zH|lqgb~k0f+So#9E4TMj4YO?Dk0$EsOU?-CM07Fyym^_AJWoFEctuf) z_kw&p@)$51OvC&M3bh^`+T3y+3g&@spvY?w83I1uy2&{Me`+11x24~O%l)qwRGD0H_KkyY+%F}F6?#^% z4^~9tOOji2i{gtUX1o+mXr=JmbeJN`@qx5&%bn6b!?-^a<4%pVf;TW`rXTm*MetCi zn5PE*yEdeo*`^iNm;alKe%4>k#HPt6sxsiZ$p@*iHaUD_e4ZTArtsgP9>WnC+Dp$Q zr;n7CC52IS`KK)5URq3BtSn;IN(|bRXt3rW(y51mH)DS%iFQVTuO0ExhiP7kkWGVy zgV}gelLy+XfR|R|v0jO0UV}BpnO?!AZVkTJmJ)7~Sm%s*>ny_~w;C-@0$q**C_D<( zu}1hf6HJ^L3vL2+4k>22dXStF_uU$}T9iV;D!dTpVW$cnE*HnxJfTwtEIZnEP5%cs zmtI3gYb(<#7#*!M$04wz;CK#V9jYw`rbsaw`jl9wDeUD5R5lg~ER+ZwRN$no1cs&x zOg5?#Ea*_jD=^$A!Fni1nCnE<40@a5D5PCB*u46?S)R56p=vqCSQ%73N&yOE0*Gn> z1`1QHga8DEhaQ301QbMDJ*rz(2`CED&Jj4!E5XZv3SKrpUU{4eyZa9lyL8Qvt^|>` zvE49f%^Qa#-QGuIo$utB53yMF854iwFHEMpN^m+UY)>!!0Rqfz)FG* z-`P~pMwhx(8JG=Hi1idh7Bt~@Yd)6UdEf&CUim3>2ddx-m~e>GB)X{-*0Mna7>V#X zSF>A9^#pJ3P$k~8!QQ8-J_P6c22wp6b%eha=4NH=+2a}>>8+RhM@IbT_8rCIgcijS z1MW^xFh+{Bw1u(LOpTqbG1C^BWmv1z%Jo+z?-BNra82ZSource code for ffsim.hamiltonians.double_factorized_hamiltonian

where :math:`i \neq j` or :math:`\sigma \neq \tau`. Attributes: - one_body_tensor: The one-body tensor :math:`\kappa`. - diag_coulomb_mats: The diagonal Coulomb matrices. - orbital_rotations: The orbital rotations. - constant: The constant. - z_representation: Whether the Hamiltonian is in the "Z" representation rather - than the "number" representation. + one_body_tensor (np.ndarray): The one-body tensor :math:`\kappa`. + diag_coulomb_mats (np.ndarray): The diagonal Coulomb matrices. + orbital_rotations (np.ndarray): The orbital rotations. + constant (float): The constant. + z_representation (bool): Whether the Hamiltonian is in the "Z" representation + rather than the "number" representation. """ one_body_tensor: np.ndarray @@ -121,7 +121,7 @@

Source code for ffsim.hamiltonians.double_factorized_hamiltonian

z_representation: bool = False @property - def norb(self): + def norb(self) -> int: """The number of spatial orbitals.""" return self.one_body_tensor.shape[0] diff --git a/_modules/ffsim/hamiltonians/molecular_hamiltonian.html b/_modules/ffsim/hamiltonians/molecular_hamiltonian.html index ad905cada..593bf19c3 100644 --- a/_modules/ffsim/hamiltonians/molecular_hamiltonian.html +++ b/_modules/ffsim/hamiltonians/molecular_hamiltonian.html @@ -78,9 +78,9 @@

Source code for ffsim.hamiltonians.molecular_hamiltonian

the two-body tensor. Attributes: - one_body_tensor: The one-body tensor. - two_body_tensor: The two-body tensor. - constant: The constant. + one_body_tensor (np.ndarray): The one-body tensor. + two_body_tensor (np.ndarray): The two-body tensor. + constant (float): The constant. """ one_body_tensor: np.ndarray @@ -88,7 +88,7 @@

Source code for ffsim.hamiltonians.molecular_hamiltonian

constant: float = 0.0 @property - def norb(self): + def norb(self) -> int: """The number of spatial orbitals.""" return self.one_body_tensor.shape[0] diff --git a/api/ffsim.hamiltonians.html b/api/ffsim.hamiltonians.html index fb2f8ef6e..b23fa530f 100644 --- a/api/ffsim.hamiltonians.html +++ b/api/ffsim.hamiltonians.html @@ -79,31 +79,56 @@

ffsim.hamiltonians one_body_tensor

The one-body tensor \(\kappa\).

+
+
Type:
+

np.ndarray

+
+
diag_coulomb_mats

The diagonal Coulomb matrices.

+
+
Type:
+

np.ndarray

+
+
orbital_rotations

The orbital rotations.

+
+
Type:
+

np.ndarray

+
+
constant

The constant.

+
+
Type:
+

float

+
+
z_representation
-

Whether the Hamiltonian is in the “Z” representation rather -than the “number” representation.

+

Whether the Hamiltonian is in the “Z” representation +rather than the “number” representation.

+
+
Type:
+

bool

+
+
@@ -214,7 +239,7 @@

ffsim.hamiltonians
-property norb
+property norb: int

The number of spatial orbitals.

@@ -259,23 +284,38 @@

ffsim.hamiltonians one_body_tensor

The one-body tensor.

+
+
Type:
+

np.ndarray

+
+
two_body_tensor

The two-body tensor.

+
+
Type:
+

np.ndarray

+
+
constant

The constant.

+
+
Type:
+

float

+
+
-property norb
+property norb: int

The number of spatial orbitals.

diff --git a/api/ffsim.html b/api/ffsim.html index 86ca4a288..d6561da93 100644 --- a/api/ffsim.html +++ b/api/ffsim.html @@ -79,31 +79,56 @@
one_body_tensor

The one-body tensor \(\kappa\).

+
+
Type:
+

np.ndarray

+
+
diag_coulomb_mats

The diagonal Coulomb matrices.

+
+
Type:
+

np.ndarray

+
+
orbital_rotations

The orbital rotations.

+
+
Type:
+

np.ndarray

+
+
constant

The constant.

+
+
Type:
+

float

+
+
z_representation
-

Whether the Hamiltonian is in the “Z” representation rather -than the “number” representation.

+

Whether the Hamiltonian is in the “Z” representation +rather than the “number” representation.

+
+
Type:
+

bool

+
+
@@ -214,7 +239,7 @@
-property norb
+property norb: int

The number of spatial orbitals.

@@ -445,23 +470,38 @@
one_body_tensor

The one-body tensor.

+
+
Type:
+

np.ndarray

+
+
two_body_tensor

The two-body tensor.

+
+
Type:
+

np.ndarray

+
+
constant

The constant.

+
+
Type:
+

float

+
+
-property norb
+property norb: int

The number of spatial orbitals.

diff --git a/searchindex.js b/searchindex.js index da923ef6c..48468cef8 100644 --- a/searchindex.js +++ b/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["api/ffsim", "api/ffsim.contract", "api/ffsim.gates", "api/ffsim.hamiltonians", "api/ffsim.linalg", "api/ffsim.operators", "api/ffsim.protocols", "api/ffsim.random", "api/ffsim.states", "api/ffsim.testing", "api/ffsim.trotter", "api/ffsim.variational", "index", "tutorials/01-introduction", "tutorials/02-orbital-rotation", "tutorials/03-double-factorized", "tutorials/04-lucj", "tutorials/05-entanglement-forging", "tutorials/06-fermion-operator"], "filenames": ["api/ffsim.rst", "api/ffsim.contract.rst", "api/ffsim.gates.rst", "api/ffsim.hamiltonians.rst", "api/ffsim.linalg.rst", "api/ffsim.operators.rst", "api/ffsim.protocols.rst", "api/ffsim.random.rst", "api/ffsim.states.rst", "api/ffsim.testing.rst", "api/ffsim.trotter.rst", "api/ffsim.variational.rst", "index.rst", "tutorials/01-introduction.ipynb", "tutorials/02-orbital-rotation.ipynb", "tutorials/03-double-factorized.ipynb", "tutorials/04-lucj.ipynb", "tutorials/05-entanglement-forging.ipynb", "tutorials/06-fermion-operator.ipynb"], "titles": ["ffsim", "ffsim.contract", "ffsim.gates", "ffsim.hamiltonians", "ffsim.linalg", "ffsim.operators", "ffsim.protocols", "ffsim.random", "ffsim.states", "ffsim.testing", "ffsim.trotter", "ffsim.variational", "Welcome to ffsim\u2019s documentation!", "Introduction to ffsim", "Orbital rotations and quadratic Hamiltonians", "Diagonal Coulomb operators and double-factorized Trotter simulation", "The local unitary cluster Jastrow (LUCJ) ansatz", "Entanglement forging", "The FermionOperator class"], "terms": {"i": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 18], "softwar": [0, 12, 13], "librari": [0, 12, 13], "fast": 0, "simul": [0, 10, 12, 13, 14, 16, 17], "fermion": [0, 2, 5, 12, 13, 14, 16, 18], "quantum": [0, 2, 3, 12, 13, 15, 16], "circuit": [0, 3, 12, 13], "class": [0, 3, 5, 6, 7, 8, 11, 12, 13, 16], "doublefactorizedhamiltonian": [0, 3, 10, 12, 15], "one_body_tensor": [0, 3, 8, 14, 15], "diag_coulomb_mat": [0, 3, 15], "orbital_rot": [0, 1, 2, 3, 8, 11, 13, 14, 15], "constant": [0, 3, 15, 16], "0": [0, 2, 3, 5, 10, 11, 14, 15, 16, 17, 18], "z_represent": [0, 1, 2, 3], "fals": [0, 1, 2, 3, 4, 5, 6, 10, 11, 17, 18], "sourc": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11], "base": [0, 3, 4, 5, 6, 11, 16, 17], "object": [0, 3, 4, 5, 6, 11, 12, 16, 18], "A": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 14, 15, 16, 18], "hamiltonian": [0, 10, 11, 12, 16, 17], "doubl": [0, 3, 4, 10, 12, 16], "factor": [0, 3, 4, 10, 12, 16], "form": [0, 1, 3, 4, 5, 8, 11, 14, 15, 16, 18], "low": [0, 3, 4, 13], "rank": [0, 3, 4, 7], "decomposit": [0, 3, 4, 10], "The": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15], "molecular": [0, 3, 16, 17], "h": [0, 3, 15, 16, 17], "sum_": [0, 1, 2, 3, 4, 8, 11, 14, 15, 16], "pq": [0, 3, 4, 8, 15], "sigma": [0, 1, 2, 3, 11, 14, 15, 16], "kappa_": [0, 3], "dagger_": [0, 2, 3, 14, 15], "p": [0, 2, 3, 4, 15, 16], "a_": [0, 2, 3, 14, 15, 18], "q": [0, 3, 15], "frac12": [0, 3, 11, 15, 16], "sum_t": [0, 3], "ij": [0, 1, 2, 3, 4, 11, 14, 15, 16], "tau": [0, 1, 2, 3, 11, 15, 16], "z": [0, 1, 2, 3, 4, 5, 12, 13, 18], "t": [0, 2, 3, 4, 8, 14, 15], "_": [0, 2, 3, 4, 11, 14, 15, 16], "n": [0, 2, 3, 4, 13, 14, 15, 16], "j": [0, 1, 2, 3, 11, 14, 15, 16, 18], "text": [0, 2, 3, 15], "where": [0, 1, 2, 3, 4, 10, 11, 14, 15, 16], "u": [0, 1, 2, 3, 4], "pi": [0, 2, 3, 17], "qi": [0, 3], "here": [0, 3, 4, 13, 14, 15], "each": [0, 3, 4, 5, 10, 11, 13, 15, 16, 18], "unitari": [0, 1, 2, 3, 4, 6, 7, 8, 11, 12, 14, 15], "matrix": [0, 1, 2, 3, 4, 7, 8, 10, 13, 14, 15, 16, 18], "real": [0, 1, 2, 3, 4, 7, 11, 14, 15, 16, 17], "symmetr": [0, 1, 2, 3, 4, 7, 10, 15, 16], "represent": [0, 1, 3, 4, 13, 18], "an": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 13, 14, 15, 16, 18], "altern": [0, 3, 15], "sometim": [0, 3], "yield": [0, 3, 4, 11, 15, 16], "simpler": [0, 3], "under": [0, 2, 3], "jordan": [0, 2, 3], "wigner": [0, 2, 3], "transform": [0, 1, 2, 3, 6, 13, 14], "number": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18], "oper": [0, 1, 2, 3, 4, 6, 8, 10, 11, 12, 14, 16, 17, 18], "take": [0, 3, 8, 13, 16], "frac": [0, 3], "1": [0, 2, 3, 4, 5, 7, 8, 10, 11, 13, 14, 15, 16, 17, 18], "2": [0, 1, 2, 3, 4, 5, 7, 8, 13, 14, 15, 16, 17, 18], "pauli": [0, 3], "rotat": [0, 1, 2, 3, 4, 8, 11, 12, 13, 15, 16], "basi": [0, 3, 11, 14, 15, 16, 17], "obtain": [0, 3, 14, 15, 16], "rewrit": [0, 3], "two": [0, 3, 4, 6, 7, 8, 10, 11, 15, 16, 17], "bodi": [0, 1, 3, 4, 5, 7, 8, 10, 15, 16, 17], "part": [0, 3, 4], "term": [0, 1, 2, 3, 4, 5, 10, 11, 15, 16, 18], "updat": [0, 3, 15], "one": [0, 1, 2, 3, 4, 8, 10, 13, 15, 16, 17], "appropri": [0, 3], "kappa": [0, 3], "frac18": [0, 3], "asterisk": [0, 3], "denot": [0, 1, 2, 3, 14], "summat": [0, 3], "over": [0, 3], "indic": [0, 3, 4, 5, 8, 16, 18], "neq": [0, 1, 2, 3], "tensor": [0, 1, 3, 4, 7, 15, 16, 17], "diagon": [0, 1, 2, 3, 4, 11, 12, 14, 16], "coulomb": [0, 1, 2, 3, 4, 11, 12, 16], "matric": [0, 1, 3, 4, 8, 11, 14, 15, 16], "orbit": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 15, 16, 18], "whether": [0, 1, 2, 3, 4, 5, 6, 10, 18], "rather": [0, 3, 13], "than": [0, 3, 12, 13, 16], "static": [0, 3, 11], "from_molecular_hamiltonian": [0, 3, 15], "tol": [0, 3, 4, 11], "1e": [0, 3, 4, 6, 11], "08": [0, 3, 4, 6, 11], "max_vec": [0, 3, 4], "none": [0, 1, 2, 3, 4, 7, 8, 9, 10, 11], "optim": [0, 3, 4, 10, 11, 16, 17], "method": [0, 3, 4, 10, 16, 17], "l": [0, 3, 4, 11, 15, 16], "bfg": [0, 3, 4, 16], "b": [0, 3, 4, 14, 16], "option": [0, 1, 2, 3, 4, 7, 8, 10, 11, 16, 17], "diag_coulomb_mask": [0, 3, 4], "choleski": [0, 3, 4], "true": [0, 2, 3, 4, 5, 6, 10, 13, 16, 18], "act": [0, 3, 5, 18], "h_": [0, 3, 4, 15], "pqr": [0, 3, 4, 15], "r": [0, 3, 4, 8, 15], "": [0, 3, 4, 13, 15, 16, 17, 18], "decompos": [0, 3, 4, 15], "ar": [0, 1, 2, 3, 4, 6, 7, 10, 12, 13, 14, 15, 16, 18], "output": [0, 3, 15, 16], "guarante": [0, 3], "so": [0, 3, 4, 14, 15, 16, 18], "depend": [0, 3, 4, 10, 13], "allow": [0, 2, 3, 4, 16], "error": [0, 3, 4], "threshold": [0, 3, 4], "larger": [0, 3, 4, 5, 18], "lead": [0, 3], "smaller": [0, 3, 4, 5, 15, 18], "furthermor": [0, 3, 4], "max_rank": [0, 3], "paramet": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 16, 17], "specifi": [0, 2, 3, 4, 6, 8, 10, 16], "upper": [0, 3, 4, 16], "bound": [0, 3, 4], "default": [0, 3, 4, 7, 11], "behavior": [0, 3, 4, 7], "thi": [0, 2, 3, 4, 6, 8, 10, 12, 13, 14, 15, 16, 17], "routin": [0, 3, 4, 13, 18], "perform": [0, 3, 4, 11, 14, 15], "straightforward": [0, 3, 4], "exact": [0, 3, 4, 13, 15], "nest": [0, 3, 4], "eigenvalu": [0, 3, 4, 14], "addition": [0, 3, 4], "can": [0, 3, 4, 6, 11, 12, 13, 14, 15, 16, 18], "choos": [0, 3, 4, 13, 16], "coeffici": [0, 1, 2, 3, 4, 5, 11, 14, 16, 18], "store": [0, 3, 4, 15, 16], "achiev": [0, 3, 4, 15], "compress": [0, 3, 4], "enabl": [0, 3, 4], "set": [0, 2, 3, 4, 11, 13, 14, 15, 16], "attempt": [0, 3, 4], "minim": [0, 3, 4, 16, 17], "least": [0, 3, 4], "squar": [0, 3, 4, 16], "function": [0, 1, 2, 3, 4, 6, 8, 10, 13, 14, 15, 16, 17, 18], "quantifi": [0, 3, 4], "It": [0, 2, 3, 4, 6, 10, 13, 15, 18], "us": [0, 1, 2, 3, 4, 7, 10, 12, 13, 14, 15, 16, 18], "scipi": [0, 3, 4, 6, 13, 14, 15, 16, 17, 18], "pass": [0, 3, 4, 14, 18], "both": [0, 2, 3, 4], "its": [0, 2, 3, 4, 6, 8, 10, 14, 15, 18], "gradient": [0, 3, 4], "return": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 15, 16, 17, 18], "constrain": [0, 3, 4], "have": [0, 2, 3, 4, 6, 10, 11, 13, 14, 16, 18], "onli": [0, 2, 3, 4, 13, 14, 16], "certain": [0, 3, 4], "element": [0, 3, 4], "nonzero": [0, 3, 4, 16], "which": [0, 2, 3, 4, 5, 7, 8, 11, 13, 14, 15, 16, 18], "time": [0, 2, 3, 4, 10, 13, 15], "boolean": [0, 3, 4], "valu": [0, 1, 3, 4, 7, 8, 11, 15, 16], "triangular": [0, 3, 4], "becaus": [0, 3, 4, 13, 15, 16, 18], "note": [0, 2, 3, 16, 18], "current": [0, 3], "support": [0, 3, 10, 11, 18], "two_body_tensor": [0, 3, 4, 15], "bool": [0, 1, 2, 3, 4, 5, 6, 10], "float": [0, 2, 3, 4, 6, 7, 10, 15], "toler": [0, 3, 4, 6, 16], "defin": [0, 3, 4, 5, 16, 17], "maximum": [0, 3, 4, 7, 17], "absolut": [0, 3, 4, 6], "differ": [0, 1, 2, 3, 4, 11, 16], "between": [0, 1, 2, 3, 4, 16], "origin": [0, 2, 3, 4, 6, 10, 15], "correspond": [0, 3, 4, 14, 15], "reconstruct": [0, 3, 4], "int": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 15, 17], "limit": [0, 3, 4, 16], "keep": [0, 3, 4], "argument": [0, 3, 4, 8, 10, 14], "overrid": [0, 3, 4], "str": [0, 3, 4, 8, 10], "see": [0, 3, 4, 6], "document": [0, 3, 4, 6], "possibl": [0, 2, 3, 4, 6, 10], "callback": [0, 3, 4], "usag": [0, 3, 4, 18], "dict": [0, 3, 4, 5, 16, 17], "ndarrai": [0, 1, 2, 3, 4, 6, 7, 8, 10, 11, 15], "mask": [0, 3, 4], "modifi": [0, 2, 3, 4, 6, 10], "If": [0, 1, 2, 3, 4, 6, 7, 10, 18], "full": [0, 3, 4, 13], "instead": [0, 3, 4], "much": [0, 3, 4, 12, 13], "more": [0, 3, 4, 13, 16], "expens": [0, 3, 4], "ignor": [0, 3, 4, 15], "type": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11], "refer": [0, 3, 4, 7, 11, 16], "arxiv": [0, 3, 4, 7], "1808": [0, 3, 4], "02625": [0, 3, 4], "2104": [0, 3, 4], "08957": [0, 3, 4], "properti": [0, 3, 11, 14], "norb": [0, 1, 2, 3, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18], "spatial": [0, 1, 2, 3, 6, 8, 9, 11, 13, 15, 16, 18], "to_number_represent": [0, 3], "to_z_represent": [0, 3], "fermionact": [0, 5, 12], "action": [0, 1, 5, 14, 18], "spin": [0, 1, 2, 5, 11, 12, 13, 14, 16, 17, 18], "orb": [0, 5, 18], "namedtupl": [0, 5], "creat": [0, 5, 13, 14, 15, 16, 18], "new": [0, 5, 14, 18], "instanc": [0, 5, 7, 14, 15], "alia": [0, 5], "field": [0, 5], "fermionoper": [0, 5, 12], "coeff": [0, 1, 2, 5], "repres": [0, 3, 5, 6, 8, 10, 13, 16, 18], "linear": [0, 1, 2, 4, 5, 6, 14, 18], "combin": [0, 1, 2, 5, 14, 18], "product": [0, 2, 5, 8, 15, 18], "creation": [0, 2, 5, 14, 18], "annihil": [0, 5, 18], "tupl": [0, 1, 2, 4, 5, 6, 8, 9, 10, 11, 15, 18], "complex": [0, 1, 4, 5, 7, 8], "conserves_particle_numb": [0, 5, 18], "conserv": [0, 5, 13, 18], "particl": [0, 5, 8, 9, 12, 13, 14, 18], "otherwis": [0, 5, 6, 10], "conserves_spin_z": [0, 5, 18], "compon": [0, 5, 12, 13, 18], "many_body_ord": [0, 5], "mani": [0, 5, 12], "order": [0, 5, 10, 11, 13, 15, 16, 18], "length": [0, 2, 5, 13, 15, 16], "longest": [0, 5], "contain": [0, 4, 5, 8, 11, 16, 18], "normal_ord": [0, 5, 18], "normal": [0, 5, 18], "equival": [0, 2, 5], "ha": [0, 1, 2, 4, 5, 8, 11, 13, 14, 15, 16, 17], "been": [0, 5, 17], "reorder": [0, 5], "canon": [0, 5], "In": [0, 5, 8, 11, 14, 15, 16, 17, 18], "compris": [0, 5, 18], "appear": [0, 5, 18], "from": [0, 5, 7, 11, 12, 13, 14, 16, 17, 18], "left": [0, 2, 5, 6, 10, 14, 18], "right": [0, 2, 5, 14, 18], "descend": [0, 5, 18], "lexicograph": [0, 5, 18], "That": [0, 5, 14, 18], "all": [0, 5, 8, 16, 18], "befor": [0, 2, 5, 6, 10, 16, 18], "within": [0, 4, 5, 18], "beta": [0, 1, 2, 5, 6, 8, 9, 10, 11, 13, 16, 18], "alpha": [0, 1, 2, 5, 6, 8, 9, 10, 11, 13, 16, 18], "hopgateansatzoper": [0, 11, 12, 17], "interaction_pair": [0, 11, 17], "theta": [0, 2, 11, 17], "hop": [0, 2, 11], "gate": [0, 11, 12, 16], "ansatz": [0, 11, 12, 17], "moleculardata": [0, 12, 15, 16, 17], "nelec": [0, 1, 2, 6, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18], "core_energi": 0, "dipole_integr": 0, "orbital_symmetri": 0, "data": [0, 2, 6, 7, 10, 15, 16, 17, 18], "electron": [0, 1, 2, 6, 7, 8, 9, 10, 11, 13, 15], "core": [0, 4], "energi": [0, 11, 14, 15, 16, 17], "dipol": 0, "integr": 0, "symmetri": [0, 12, 13, 14, 15, 16, 17], "from_hartree_fock": [0, 15, 16, 17], "hartree_fock": [0, 15, 16, 17], "active_spac": [0, 16, 17], "initi": [0, 7, 9, 10, 11, 15, 16, 17], "hartre": [0, 15, 16], "fock": [0, 15, 16], "calcul": [0, 13, 15, 16], "scf": [0, 15, 16, 17], "iter": 0, "list": [0, 1, 2, 4, 8, 9, 16, 17], "activ": [0, 16, 17], "space": [0, 8, 16, 17], "molecularhamiltonian": [0, 3, 12, 15], "call": [0, 3, 13, 14, 15, 18], "supportsapplyunitari": [0, 6, 11, 12], "arg": [0, 6], "kwarg": [0, 6], "protocol": [0, 12], "appli": [0, 1, 2, 4, 6, 8, 13, 14, 15, 16], "vector": [0, 1, 2, 4, 6, 7, 8, 10, 11, 13, 14, 16, 17, 18], "supportsapproximateequ": [0, 6, 12], "compar": [0, 6, 15], "approxim": [0, 4, 6, 15], "supportslinearoper": [0, 6, 11, 12], "convert": [0, 1, 6, 8, 11, 13, 14, 15, 18], "linearoper": [0, 1, 6, 11, 14, 15, 18], "supportstrac": [0, 6, 12], "whose": [0, 4, 6, 13], "trace": [0, 6, 12, 15], "comput": [0, 2, 4, 6, 11, 14, 16, 17], "ucjoper": [0, 11, 12, 16], "diag_coulomb_mats_alpha_alpha": [0, 11], "diag_coulomb_mats_alpha_beta": [0, 11], "final_orbital_rot": [0, 11], "cluster": [0, 11, 12], "jastrow": [0, 11, 12], "ucj": [0, 11], "prod_": [0, 11, 16], "k": [0, 4, 8, 11, 14, 15, 16, 18], "mathcal": [0, 1, 2, 11, 14, 15, 16], "w_k": [0, 11, 16], "e": [0, 2, 10, 11, 15, 16, 17, 18], "_k": [0, 11, 15, 16], "dagger": [0, 1, 2, 4, 8, 11, 14, 15, 16, 18], "mathbf": [0, 11, 14, 15, 16], "n_": [0, 1, 2, 11, 13, 14, 15, 16], "commut": [0, 11, 15, 16], "total": [0, 11, 15, 16], "we": [0, 11, 14, 15, 16, 17, 18], "enforc": [0, 11, 16], "As": [0, 11, 13, 14, 15, 16], "result": [0, 1, 4, 7, 11, 14, 15, 16, 17], "describ": [0, 1, 2, 8, 11, 13, 14, 15, 16, 18], "involv": [0, 11, 16], "same": [0, 11, 13, 16], "To": [0, 11, 13, 14, 15, 16], "variat": [0, 12, 16], "final": [0, 10, 11, 15, 16], "includ": [0, 4, 11, 12, 13, 14, 15], "end": [0, 2, 11, 14, 16], "from_paramet": [0, 11, 16], "param": [0, 11], "n_rep": [0, 11, 16, 17], "alpha_alpha_indic": [0, 11, 16], "alpha_beta_indic": [0, 11, 16], "with_final_orbital_rot": [0, 11], "from_t_amplitud": [0, 11, 16], "t2_amplitud": [0, 4, 11], "t1_amplitud": [0, 11], "t2": [0, 4, 7, 11, 16], "t1": [0, 11, 16], "amplitud": [0, 4, 7, 11, 16], "repetit": [0, 11, 16], "to_paramet": [0, 11, 16], "to_t_amplitud": [0, 11], "nocc": [0, 7, 11], "possibli": [0, 11], "apply_diag_coulomb_evolut": [0, 2, 12, 15], "vec": [0, 1, 2, 4, 6, 10, 13, 14, 15, 18], "mat": [0, 1, 2, 4], "mat_alpha_beta": [0, 1, 2], "occupations_a": [0, 1, 2], "occupations_b": [0, 1, 2], "strings_a": [0, 1, 2], "strings_b": [0, 1, 2], "orbital_rotation_index_a": [0, 2], "orbital_rotation_index_b": [0, 2], "copi": [0, 2, 6, 10, 18], "evolut": [0, 2, 10, 15], "exp": [0, 2, 14], "z_": [0, 1, 2], "also": [0, 1, 2, 6, 10, 14, 18], "given": [0, 1, 2, 4, 10, 14, 15], "place": [0, 1, 2, 6, 8, 10, 16, 18], "sum": [0, 1, 2, 15, 17], "state": [0, 1, 2, 7, 10, 11, 12, 14, 15, 16, 17], "interact": [0, 1, 2, 13], "occupi": [0, 1, 2, 7, 8, 9, 15], "string": [0, 1, 2, 8, 10, 13, 18], "index": [0, 2, 5, 8, 11, 13, 16, 18], "alwai": [0, 2, 4, 6, 10, 14], "newli": [0, 2, 6, 10], "alloc": [0, 2, 6, 10], "untouch": [0, 2, 6, 10], "mai": [0, 2, 4, 6, 10, 16], "still": [0, 2, 6, 10, 16], "overwritten": [0, 2, 6, 10], "evolv": [0, 2, 10, 15], "apply_fsim_g": [0, 2, 12], "phi": [0, 2], "target_orb": [0, 2], "fsim": [0, 2], "consist": [0, 2], "tunnel": [0, 2], "follow": [0, 2, 10, 12, 13, 14, 15, 16, 18], "neg": [0, 2], "sign": [0, 2], "convent": [0, 2], "angl": [0, 2, 17], "nn": [0, 2], "dagger_i": [0, 2], "a_i": [0, 2], "dagger_j": [0, 2], "a_j": [0, 1, 2], "when": [0, 2, 15, 16, 18], "neighbor": [0, 2], "qubit": [0, 2, 16], "begin": [0, 2, 14, 16], "pmatrix": [0, 2], "co": [0, 2, 17], "sin": [0, 2, 17], "apply_givens_rot": [0, 2, 12], "g": [0, 2, 16], "apply_hop_g": [0, 2, 12], "apply_num_interact": [0, 2, 12], "apply_num_num_interact": [0, 2, 12], "apply_num_op_prod_interact": [0, 2, 12], "np": [0, 2, 6, 7, 9, 10, 14, 15, 16, 17], "prod": [0, 2], "sequenc": [0, 2, 8, 11], "pair": [0, 2, 8, 9], "integ": [0, 2, 8], "give": [0, 2, 14], "first": [0, 2, 4, 6, 8, 14, 15, 16, 17], "second": [0, 2, 4, 8, 15, 17], "apply_num_op_sum_evolut": [0, 2, 12, 14, 15], "lambda_i": [0, 1, 2, 14], "rais": [0, 2], "valueerror": [0, 2], "must": [0, 2, 4, 18], "dimension": [0, 2, 4, 10, 13], "apply_orbital_rot": [0, 2, 12, 13, 14], "allow_row_permut": [0, 2], "allow_col_permut": [0, 2], "map": [0, 2, 14, 18], "mapsto": [0, 2, 14], "u_": [0, 2], "ji": [0, 2, 14], "log": [0, 2], "permut": [0, 2, 4], "row": [0, 2, 13], "column": [0, 2, 4, 13, 14], "wa": [0, 2], "well": [0, 2], "actual": [0, 2, 14, 16], "effect": [0, 2, 6, 16], "apply_tunneling_interact": [0, 2, 12], "apply_unitari": [0, 6, 12, 16], "obj": [0, 6], "ani": [0, 6, 14, 16], "approx_eq": [0, 6, 12], "other": [0, 6, 8, 16], "rtol": [0, 4, 6], "05": [0, 4, 6, 16], "atol": [0, 4, 6], "equal": [0, 6], "isclos": [0, 6], "interpret": [0, 6], "rel": [0, 4, 6], "numer": [0, 4, 6, 18], "up": [0, 6, 14], "cre": [0, 5, 12], "cre_a": [0, 5, 12, 18], "cre_b": [0, 5, 12, 18], "de": [0, 5, 12], "destroi": [0, 5, 18], "des_a": [0, 5, 12, 18], "des_b": [0, 5, 12, 18], "dim": [0, 7, 8, 10, 12, 13, 18], "get": [0, 8, 14, 15, 16, 17], "dimens": [0, 7, 8, 10, 13], "fci": [0, 8, 13, 16, 17], "dim_a": [0, 8, 13], "dim_b": [0, 8, 13], "expectation_pow": [0, 8, 12], "one_rdm": [0, 8, 10], "power": [0, 8], "expect": [0, 8, 14], "w": [0, 8, 14, 15], "slater": [0, 8, 10, 13, 14, 15], "determin": [0, 4, 8, 10, 13, 14, 15], "o": [0, 8, 17], "m_": [0, 1, 4, 8], "a_p": [0, 8], "a_q": [0, 8], "m": [0, 1, 4, 8, 14], "let": [0, 8, 15, 18], "lvert": [0, 8, 16], "psi": [0, 8, 16], "rangl": [0, 8, 16], "Then": [0, 8], "quantiti": [0, 8], "langl": [0, 8], "rvert": [0, 8], "reduc": [0, 4, 8, 10], "densiti": [0, 8, 10], "expectation_product": [0, 8, 12], "o_1": [0, 8], "o_2": [0, 8], "dot": [0, 8], "o_k": [0, 8], "indices_to_str": [0, 8, 12], "statevector": [0, 8, 10, 13, 14], "bitstr": [0, 8], "exampl": [0, 8, 13, 14, 16, 18], "3": [0, 8, 13, 14, 15, 16, 17, 18], "rang": [0, 8, 13, 14, 15, 16], "assert": [0, 8, 13], "011001": [0, 8], "011010": [0, 8], "011100": [0, 8], "101001": [0, 8], "101010": [0, 8], "101100": [0, 8], "110001": [0, 8], "110010": [0, 8], "110100": [0, 8], "linear_oper": [0, 6, 12, 15, 16, 17, 18], "multireference_st": [0, 11, 12, 17], "ansatz_oper": [0, 11], "reference_occup": [0, 11, 17], "root": [0, 11], "multirefer": [0, 11], "occup": [0, 11, 13, 14, 15], "desir": [0, 8, 11], "eigenvector": [0, 11, 14], "lowest": [0, 11, 14, 15], "one_hot": [0, 8, 12], "shape": [0, 4, 7, 8, 10, 13, 16], "dtype": [0, 7, 8, 16], "arrai": [0, 4, 8, 10, 13, 18], "zero": [0, 8, 17], "except": [0, 8], "hot": [0, 8], "simulate_qdrift_double_factor": [0, 10, 12], "n_step": [0, 10, 15], "probabl": [0, 10], "norm": [0, 10], "n_sampl": [0, 10], "seed": [0, 7, 9, 10, 13, 14], "via": [0, 10, 15], "qdrift": [0, 10], "trotter": [0, 12], "step": [0, 10, 14, 15], "sampl": [0, 7, 9, 10], "els": [0, 7, 10], "explicit": [0, 10], "proport": [0, 10, 14], "spectral": [0, 10], "uniform": [0, 7, 10], "requir": [0, 10, 16], "whenev": [0, 10], "complet": [0, 10], "character": [0, 10], "trajectori": [0, 10], "pseudorandom": [0, 7, 9, 10], "gener": [0, 7, 9, 10, 12, 13, 14, 15, 16], "should": [0, 7, 9, 10, 14, 15], "valid": [0, 7, 9, 10], "input": [0, 1, 7, 9, 10, 16], "random": [0, 9, 10, 12, 13, 14, 18], "default_rng": [0, 7, 9, 10], "numpi": [0, 4, 10, 13, 14, 15, 16, 17], "just": [0, 10, 15, 16], "simulate_trotter_double_factor": [0, 10, 12, 15], "suzuki": [0, 10], "formula": [0, 10], "slater_determin": [0, 8, 12, 13, 14, 15, 16], "occupied_orbit": [0, 8, 13, 14, 15, 16], "configur": [0, 8, 13], "word": [0, 8, 16], "slater_determinant_one_rdm": [0, 8, 12], "similarli": [0, 8, 15], "construct": [1, 15, 16, 17, 18], "contract_diag_coulomb": 1, "contract_num_op_sum": 1, "diag_coulomb_linop": 1, "implement": [1, 13, 14, 16], "num_op_sum_linop": 1, "one_body_linop": [1, 14], "algebra": [4, 18], "util": [4, 7, 9], "apply_matrix_to_slic": 4, "target": 4, "slice": 4, "out": [4, 15], "double_factor": 4, "ell": 4, "pk": 4, "qk": 4, "respect": 4, "too": 4, "small": 4, "exce": 4, "collect": 4, "double_factorized_t2": 4, "t_": 4, "ijab": 4, "ap": 4, "ip": 4, "bq": 4, "jq": 4, "expm_multiply_taylor": 4, "12": [4, 18], "expm": 4, "taylor": 4, "seri": 4, "expans": 4, "givens_decomposit": 4, "is_antihermitian": 4, "anti": [4, 7], "hermitian": [4, 7, 14], "is_hermitian": 4, "is_orthogon": 4, "orthogon": [4, 7], "union": 4, "bool_": 4, "is_real_symmetr": 4, "is_special_orthogon": 4, "special": [4, 7, 12, 13], "is_unitari": 4, "lup": 4, "pivot": 4, "lu": 4, "rtype": 4, "lower": 4, "unit": 4, "modified_choleski": 4, "v_i": 4, "posit": [4, 17], "definit": 4, "No": 4, "check": [4, 14, 15], "verifi": 4, "1711": 4, "02242": 4, "assembl": 4, "reduced_matrix": 4, "subspac": [4, 18], "span": 4, "some": [4, 15, 18], "v_j": 4, "random_antihermitian": 7, "width": 7, "height": 7, "dype": 7, "random_hermitian": [7, 14], "random_orthogon": 7, "distribut": 7, "haar": 7, "measur": 7, "math": [7, 17], "ph": 7, "0609050": 7, "random_real_symmetric_matrix": 7, "random_special_orthogon": 7, "random_statevector": [7, 18], "random_t2_amplitud": 7, "random_two_body_tensor_r": 7, "random_unitari": [7, 13, 14], "random_nelec": 9, "n_alpha": [9, 13, 14, 15, 16, 17], "n_beta": [9, 13, 14, 15, 16, 17], "random_occupied_orbit": 9, "occ_a": 9, "occ_b": 9, "preserv": [12, 18], "categori": 12, "chemistri": 12, "By": [12, 13], "exploit": 12, "algorithm": 12, "faster": 12, "introduct": 12, "quadrat": [12, 15], "local": 12, "lucj": 12, "entangl": 12, "forg": 12, "expos": 12, "top": 12, "level": [12, 13, 15], "namespac": 12, "avail": 12, "alreadi": [12, 15], "contract": [12, 14], "linalg": [12, 14, 15, 18], "test": [12, 14, 15], "advantag": 13, "effici": [13, 18], "doe": [13, 18], "primari": 13, "wai": [13, 14, 16], "directli": [13, 15], "code": [13, 15, 16, 18], "show": [13, 14, 15, 16, 17, 18], "how": [13, 14, 15, 16, 17, 18], "import": [13, 14, 15, 16, 17, 18], "6": [13, 14, 15, 16, 17, 18], "1234": [13, 14], "rotated_vec": [13, 14], "plain": 13, "Its": 13, "fix": 13, "For": [13, 14, 16, 18], "system": [13, 14], "conveni": 13, "comb": 13, "standard": 13, "often": [13, 16], "simpli": [13, 14], "reshap": 13, "reshaped_vec": 13, "choic": 13, "pyscf": [13, 15, 16, 17], "modul": 13, "tutori": [14, 15, 16, 17], "ffsim": [14, 15, 16, 17, 18], "fundament": 14, "mode": 14, "sum_j": 14, "th": 14, "satisfi": [14, 18], "anticommut": 14, "relat": [14, 16], "thei": [14, 16, 18], "align": [14, 16], "_1": 14, "_2": 14, "section": 14, "ll": [14, 15, 16], "demonstr": [14, 15, 16], "task": 14, "consid": [14, 16], "rewritten": 14, "introduc": [14, 16], "eigendecomposit": 14, "sum_k": [14, 15], "lambda_k": 14, "ik": 14, "jk": 14, "our": [14, 15, 16], "ground": [14, 16], "pick": 14, "phase": 14, "spars": [14, 15, 18], "eig": [14, 18], "eigsh": 14, "la": 14, "fact": 14, "you": 14, "illustr": 14, "purpos": 14, "explicitli": 14, "eigh": [14, 15], "evolved_vec": 14, "conj": 14, "undo": 14, "expected_phas": 14, "1j": [14, 15, 18], "assert_allclos": 14, "mention": [14, 15], "abov": [14, 15, 18], "below": [14, 15, 16], "better": [14, 15], "4": [14, 15, 16, 17, 18], "evolved_vec_alt": 14, "daunt": 15, "scale": 15, "cell": [15, 16], "hydrogen": 15, "molecul": [15, 16, 17], "stretch": [15, 16], "bond": [15, 16, 17], "build": [15, 16, 17], "h2": 15, "mol": [15, 16, 17], "gto": [15, 16, 17], "mole": [15, 16, 17], "atom": [15, 16, 17], "8": [15, 18], "sto": [15, 16, 17], "6g": [15, 16, 17], "d2h": [15, 16], "rhf": [15, 16, 17], "kernel": [15, 16, 17], "mol_data": [15, 16, 17], "mol_hamiltonian": [15, 16, 17], "df_hamiltonian": 15, "converg": [15, 16, 17], "837796382593709": 15, "dataclass": [15, 16], "print": [15, 16, 17, 18], "inform": [15, 18], "One": 15, "27478830e": 15, "01": [15, 16, 17], "52909490e": 15, "17": 15, "5": [15, 16, 17, 18], "57029092e": 15, "77238770e": 15, "23173938e": 15, "58782168e": 15, "33545754e": 15, "49859013e": 15, "48240570e": 15, "83067333e": 15, "01841799e": 15, "53132024e": 15, "21318608e": 15, "00": [15, 16, 17], "27383424e": 15, "16": 15, "82879498e": 15, "07792507e": 15, "14653029e": 15, "27521846e": 15, "62": 15, "39236953e": 15, "32": 15, "52090881e": 15, "03": [15, 17], "00000000e": 15, "7": [15, 16, 18], "07106781e": 15, "27830444e": 15, "15": 15, "rest": 15, "although": 15, "built": 15, "manual": 15, "asymmetr": 15, "basic": 15, "h_k": 15, "divid": 15, "singl": 15, "exponenti": 15, "individu": [15, 18], "do": [15, 18], "approx": 15, "prod_k": 15, "higher": 15, "deriv": 15, "write": 15, "recal": 15, "addit": [15, 18], "think": 15, "compos": 15, "def": [15, 16, 17], "simulate_trotter_step_double_factor": 15, "one_body_energi": 15, "one_body_basis_chang": 15, "zip": [15, 17], "finish": 15, "handl": 15, "split": 15, "multipl": [15, 18], "wrote": 15, "step_tim": 15, "match": 15, "initial_st": 15, "\u03c8": [15, 16, 17], "hf_energi": 15, "vdot": [15, 16, 17], "f": [15, 16, 17], "8377963825937084": 15, "now": 15, "later": 15, "exact_st": 15, "expm_multipli": 15, "tracea": 15, "fidel": 15, "ab": 15, "9696296369955066": 15, "final_st": [15, 16], "9990275744083494": 15, "improv": 15, "increas": 15, "10": 15, "9999906233109686": 15, "commonli": 15, "known": 15, "fourth": 15, "reproduc": 15, "9": [15, 16, 17, 18], "fewer": 15, "9999999336740067": 15, "ethen": 16, "mcscf": [16, 17], "bond_dist": 16, "678": 16, "5626": 16, "c": 16, "9289": 16, "nelectron": 16, "ca": [16, 17], "casci": [16, 17], "nca": [16, 17], "neleca": [16, 17], "mo": [16, 17], "sort_mo": [16, 17], "energy_fci": [16, 17], "77": 16, "4456267643962": 16, "6290254326717": 16, "ci": [16, 17], "57322412553862": 16, "0000000": [16, 17], "phi_0": 16, "taken": 16, "express": 16, "previou": 16, "constructor": 16, "provid": 16, "truncat": 16, "ccsd": 16, "mp2": 16, "run": 16, "sinc": 16, "cc": 16, "frozen": 16, "nao_nr": 16, "reference_st": 16, "ansatz_st": [16, 17], "initiali": [16, 17], "49387212754471": 16, "e_corr": 16, "04824536314851481": 16, "46975600021685": 16, "facilit": 16, "convers": 16, "precis": 16, "somewhat": 16, "complic": 16, "short": 16, "entri": 16, "non": 16, "redund": 16, "associ": [16, 18], "fun": [16, 17], "x": [16, 17], "x0": [16, 17], "maxfun": 16, "50000": 16, "len": [16, 17], "72": 16, "messag": [16, 17], "rel_reduction_of_f_": 16, "lt": 16, "_factr": 16, "epsmch": 16, "success": [16, 17], "statu": [16, 17], "62901809766743": 16, "484e": 16, "969e": 16, "994e": 16, "612e": 16, "02": [16, 17], "nit": 16, "237": 16, "jac": 16, "547e": 16, "253e": 16, "095e": [16, 17], "563e": 16, "04": 16, "nfev": [16, 17], "18980": 16, "njev": 16, "260": 16, "hess_inv": 16, "72x72": 16, "lbfgsinvhessproduct": 16, "float64": 16, "gt": 16, "either": 16, "connect": 16, "swap": 16, "network": 16, "make": 16, "challeng": 16, "noisi": 16, "pre": 16, "fault": 16, "processor": 16, "idea": 16, "impos": 16, "sparsiti": 16, "constraint": 16, "them": 16, "depth": 16, "topologi": 16, "triangl": 16, "need": 16, "lattic": 16, "parallel": 16, "line": 16, "rung": 16, "ladder": 16, "With": 16, "setup": 16, "while": 16, "share": 16, "ldot": 16, "without": 16, "Of": 16, "cours": 16, "less": 16, "notic": 16, "decreas": 16, "46": 16, "6280696593387": 16, "256e": 16, "570e": 16, "100e": 16, "518e": 16, "586": 16, "963e": 16, "674e": 16, "615e": 16, "823e": 16, "28905": 16, "615": 16, "46x46": 16, "water": 17, "equilibrium": 17, "radius_1": 17, "958": 17, "radius_2": 17, "bond_angle_deg": 17, "104": 17, "478": 17, "h1_x": 17, "h2_x": 17, "180": 17, "h2_y": 17, "c2v": 17, "n_electron": 17, "mo_occ": 17, "75": 17, "6787887956297": 17, "7079508859773": 17, "14": 17, "3336207346502": 17, "reference_occupations_spati": 17, "68366174447618": 17, "cobyla": 17, "maxit": 17, "100": 17, "evalu": 17, "exceed": 17, "69448131203954": 17, "354e": 17, "651e": 17, "863e": 17, "132e": 17, "maxcv": 17, "25": 18, "Such": 18, "programmat": 18, "dictionari": 18, "hash": 18, "tabl": 18, "three": 18, "piec": 18, "being": 18, "upon": 18, "intern": 18, "itself": 18, "recommend": 18, "helper": 18, "shown": 18, "op1": 18, "repr": 18, "view": 18, "displai": 18, "39": 18, "0j": 18, "arithmet": 18, "multipli": 18, "scalar": 18, "go": 18, "op": 18, "op2": 18, "op3": 18, "25j": 18, "0625": 18, "125": 18, "2j": 18, "5j": 18, "good": 18, "awar": 18, "especi": 18, "avoid": 18, "These": 18, "subtract": 18, "divis": 18, "6j": 18, "4j": 18, "12j": 18, "3j": 18, "far": 18, "criteria": 18, "op4": 18, "linop": 18, "onto": 18, "14019459": 18, "05152728j": 18, "most": 18, "lm": 18, "21984743e": 18, "18j": 18}, "objects": {"": [[0, 0, 0, "-", "ffsim"]], "ffsim": [[0, 1, 1, "", "DoubleFactorizedHamiltonian"], [0, 1, 1, "", "FermionAction"], [0, 1, 1, "", "FermionOperator"], [0, 1, 1, "", "HopGateAnsatzOperator"], [0, 1, 1, "", "MolecularData"], [0, 1, 1, "", "MolecularHamiltonian"], [0, 1, 1, "", "SupportsApplyUnitary"], [0, 1, 1, "", "SupportsApproximateEquality"], [0, 1, 1, "", "SupportsLinearOperator"], [0, 1, 1, "", "SupportsTrace"], [0, 1, 1, "", "UCJOperator"], [0, 5, 1, "", "apply_diag_coulomb_evolution"], [0, 5, 1, "", "apply_fsim_gate"], [0, 5, 1, "", "apply_givens_rotation"], [0, 5, 1, "", "apply_hop_gate"], [0, 5, 1, "", "apply_num_interaction"], [0, 5, 1, "", "apply_num_num_interaction"], [0, 5, 1, "", "apply_num_op_prod_interaction"], [0, 5, 1, "", "apply_num_op_sum_evolution"], [0, 5, 1, "", "apply_orbital_rotation"], [0, 5, 1, "", "apply_tunneling_interaction"], [0, 5, 1, "", "apply_unitary"], [0, 5, 1, "", "approx_eq"], [0, 5, 1, "", "cre"], [0, 5, 1, "", "cre_a"], [0, 5, 1, "", "cre_b"], [0, 5, 1, "", "des"], [0, 5, 1, "", "des_a"], [0, 5, 1, "", "des_b"], [0, 5, 1, "", "dim"], [0, 5, 1, "", "dims"], [0, 5, 1, "", "expectation_power"], [0, 5, 1, "", "expectation_product"], [0, 5, 1, "", "indices_to_strings"], [0, 5, 1, "", "linear_operator"], [0, 5, 1, "", "multireference_state"], [0, 5, 1, "", "one_hot"], [0, 5, 1, "", "simulate_qdrift_double_factorized"], [0, 5, 1, "", "simulate_trotter_double_factorized"], [0, 5, 1, "", "slater_determinant"], [0, 5, 1, "", "slater_determinant_one_rdm"], [0, 5, 1, "", "trace"]], "ffsim.DoubleFactorizedHamiltonian": [[0, 2, 1, "", "constant"], [0, 2, 1, "", "diag_coulomb_mats"], [0, 3, 1, "", "from_molecular_hamiltonian"], [0, 4, 1, "", "norb"], [0, 2, 1, "", "one_body_tensor"], [0, 2, 1, "", "orbital_rotations"], [0, 3, 1, "", "to_number_representation"], [0, 3, 1, "", "to_z_representation"], [0, 2, 1, "", "z_representation"]], "ffsim.FermionAction": [[0, 2, 1, "", "action"], [0, 2, 1, "", "orb"], [0, 2, 1, "", "spin"]], "ffsim.FermionOperator": [[0, 3, 1, "", "conserves_particle_number"], [0, 3, 1, "", "conserves_spin_z"], [0, 3, 1, "", "many_body_order"], [0, 3, 1, "", "normal_ordered"]], "ffsim.MolecularData": [[0, 2, 1, "", "core_energy"], [0, 2, 1, "", "dipole_integrals"], [0, 3, 1, "", "from_hartree_fock"], [0, 4, 1, "", "hamiltonian"], [0, 2, 1, "", "nelec"], [0, 2, 1, "", "norb"], [0, 2, 1, "", "one_body_tensor"], [0, 2, 1, "", "orbital_symmetries"], [0, 2, 1, "", "two_body_tensor"]], "ffsim.MolecularHamiltonian": [[0, 2, 1, "", "constant"], [0, 4, 1, "", "norb"], [0, 2, 1, "", "one_body_tensor"], [0, 2, 1, "", "two_body_tensor"]], "ffsim.UCJOperator": [[0, 2, 1, "", "diag_coulomb_mats_alpha_alpha"], [0, 2, 1, "", "diag_coulomb_mats_alpha_beta"], [0, 2, 1, "", "final_orbital_rotation"], [0, 3, 1, "", "from_parameters"], [0, 3, 1, "", "from_t_amplitudes"], [0, 4, 1, "", "n_reps"], [0, 4, 1, "", "norb"], [0, 2, 1, "", "orbital_rotations"], [0, 3, 1, "", "to_parameters"], [0, 3, 1, "", "to_t_amplitudes"]]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:attribute", "3": "py:method", "4": "py:property", "5": "py:function"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "attribute", "Python attribute"], "3": ["py", "method", "Python method"], "4": ["py", "property", "Python property"], "5": ["py", "function", "Python function"]}, "titleterms": {"ffsim": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13], "contract": 1, "gate": 2, "hamiltonian": [3, 14, 15], "linalg": 4, "oper": [5, 15], "protocol": 6, "random": 7, "state": 8, "test": 9, "trotter": [10, 15], "variat": 11, "welcom": 12, "": 12, "document": 12, "tutori": 12, "api": 12, "refer": 12, "modul": 12, "submodul": 12, "introduct": 13, "orbit": 14, "rotat": 14, "quadrat": 14, "time": 14, "evolut": 14, "diagon": 15, "coulomb": 15, "doubl": 15, "factor": 15, "simul": 15, "represent": 15, "molecular": 15, "brief": 15, "background": 15, "suzuki": 15, "formula": 15, "implement": 15, "The": [16, 18], "local": 16, "unitari": 16, "cluster": 16, "jastrow": 16, "lucj": 16, "ansatz": 16, "ucj": 16, "entangl": 17, "forg": 17, "fermionoper": 18, "class": 18}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "nbsphinx": 4, "sphinx": 60}, "alltitles": {"ffsim": [[0, "module-ffsim"]], "ffsim.contract": [[1, "ffsim-contract"]], "ffsim.gates": [[2, "ffsim-gates"]], "ffsim.hamiltonians": [[3, "ffsim-hamiltonians"]], "ffsim.linalg": [[4, "ffsim-linalg"]], "ffsim.operators": [[5, "ffsim-operators"]], "ffsim.protocols": [[6, "ffsim-protocols"]], "ffsim.random": [[7, "ffsim-random"]], "ffsim.states": [[8, "ffsim-states"]], "ffsim.testing": [[9, "ffsim-testing"]], "ffsim.trotter": [[10, "ffsim-trotter"]], "ffsim.variational": [[11, "ffsim-variational"]], "Welcome to ffsim\u2019s documentation!": [[12, "welcome-to-ffsim-s-documentation"]], "Tutorials": [[12, "tutorials"]], "API Reference": [[12, "api-reference"]], "ffsim module": [[12, "ffsim-module"]], "Submodules": [[12, "submodules"]], "Introduction to ffsim": [[13, "Introduction-to-ffsim"]], "Orbital rotations and quadratic Hamiltonians": [[14, "Orbital-rotations-and-quadratic-Hamiltonians"]], "Orbital rotations": [[14, "Orbital-rotations"]], "Time evolution by a quadratic Hamiltonian": [[14, "Time-evolution-by-a-quadratic-Hamiltonian"]], "Diagonal Coulomb operators and double-factorized Trotter simulation": [[15, "Diagonal-Coulomb-operators-and-double-factorized-Trotter-simulation"]], "Double-factorized representation of the molecular Hamiltonian": [[15, "Double-factorized-representation-of-the-molecular-Hamiltonian"]], "Trotter simulation of the double-factorized Hamiltonian": [[15, "Trotter-simulation-of-the-double-factorized-Hamiltonian"]], "Brief background on Trotter-Suzuki formulas": [[15, "Brief-background-on-Trotter-Suzuki-formulas"]], "Implementing Trotter simulation of the double-factorized Hamiltonian": [[15, "Implementing-Trotter-simulation-of-the-double-factorized-Hamiltonian"]], "The local unitary cluster Jastrow (LUCJ) ansatz": [[16, "The-local-unitary-cluster-Jastrow-(LUCJ)-ansatz"], [16, "id1"]], "The unitary cluster Jastrow (UCJ) ansatz": [[16, "The-unitary-cluster-Jastrow-(UCJ)-ansatz"]], "Entanglement forging": [[17, "Entanglement-forging"]], "The FermionOperator class": [[18, "The-FermionOperator-class"]]}, "indexentries": {"doublefactorizedhamiltonian (class in ffsim)": [[0, "ffsim.DoubleFactorizedHamiltonian"]], "fermionaction (class in ffsim)": [[0, "ffsim.FermionAction"]], "fermionoperator (class in ffsim)": [[0, "ffsim.FermionOperator"]], "hopgateansatzoperator (class in ffsim)": [[0, "ffsim.HopGateAnsatzOperator"]], "moleculardata (class in ffsim)": [[0, "ffsim.MolecularData"]], "molecularhamiltonian (class in ffsim)": [[0, "ffsim.MolecularHamiltonian"]], "supportsapplyunitary (class in ffsim)": [[0, "ffsim.SupportsApplyUnitary"]], "supportsapproximateequality (class in ffsim)": [[0, "ffsim.SupportsApproximateEquality"]], "supportslinearoperator (class in ffsim)": [[0, "ffsim.SupportsLinearOperator"]], "supportstrace (class in ffsim)": [[0, "ffsim.SupportsTrace"]], "ucjoperator (class in ffsim)": [[0, "ffsim.UCJOperator"]], "action (ffsim.fermionaction attribute)": [[0, "ffsim.FermionAction.action"]], "apply_diag_coulomb_evolution() (in module ffsim)": [[0, "ffsim.apply_diag_coulomb_evolution"]], "apply_fsim_gate() (in module ffsim)": [[0, "ffsim.apply_fsim_gate"]], "apply_givens_rotation() (in module ffsim)": [[0, "ffsim.apply_givens_rotation"]], "apply_hop_gate() (in module ffsim)": [[0, "ffsim.apply_hop_gate"]], "apply_num_interaction() (in module ffsim)": [[0, "ffsim.apply_num_interaction"]], "apply_num_num_interaction() (in module ffsim)": [[0, "ffsim.apply_num_num_interaction"]], "apply_num_op_prod_interaction() (in module ffsim)": [[0, "ffsim.apply_num_op_prod_interaction"]], "apply_num_op_sum_evolution() (in module ffsim)": [[0, "ffsim.apply_num_op_sum_evolution"]], "apply_orbital_rotation() (in module ffsim)": [[0, "ffsim.apply_orbital_rotation"]], "apply_tunneling_interaction() (in module ffsim)": [[0, "ffsim.apply_tunneling_interaction"]], "apply_unitary() (in module ffsim)": [[0, "ffsim.apply_unitary"]], "approx_eq() (in module ffsim)": [[0, "ffsim.approx_eq"]], "conserves_particle_number() (ffsim.fermionoperator method)": [[0, "ffsim.FermionOperator.conserves_particle_number"]], "conserves_spin_z() (ffsim.fermionoperator method)": [[0, "ffsim.FermionOperator.conserves_spin_z"]], "constant (ffsim.doublefactorizedhamiltonian attribute)": [[0, "ffsim.DoubleFactorizedHamiltonian.constant"]], "constant (ffsim.molecularhamiltonian attribute)": [[0, "ffsim.MolecularHamiltonian.constant"]], "core_energy (ffsim.moleculardata attribute)": [[0, "ffsim.MolecularData.core_energy"]], "cre() (in module ffsim)": [[0, "ffsim.cre"]], "cre_a() (in module ffsim)": [[0, "ffsim.cre_a"]], "cre_b() (in module ffsim)": [[0, "ffsim.cre_b"]], "des() (in module ffsim)": [[0, "ffsim.des"]], "des_a() (in module ffsim)": [[0, "ffsim.des_a"]], "des_b() (in module ffsim)": [[0, "ffsim.des_b"]], "diag_coulomb_mats (ffsim.doublefactorizedhamiltonian attribute)": [[0, "ffsim.DoubleFactorizedHamiltonian.diag_coulomb_mats"]], "diag_coulomb_mats_alpha_alpha (ffsim.ucjoperator attribute)": [[0, "ffsim.UCJOperator.diag_coulomb_mats_alpha_alpha"]], "diag_coulomb_mats_alpha_beta (ffsim.ucjoperator attribute)": [[0, "ffsim.UCJOperator.diag_coulomb_mats_alpha_beta"]], "dim() (in module ffsim)": [[0, "ffsim.dim"]], "dims() (in module ffsim)": [[0, "ffsim.dims"]], "dipole_integrals (ffsim.moleculardata attribute)": [[0, "ffsim.MolecularData.dipole_integrals"]], "expectation_power() (in module ffsim)": [[0, "ffsim.expectation_power"]], "expectation_product() (in module ffsim)": [[0, "ffsim.expectation_product"]], "ffsim": [[0, "module-ffsim"]], "final_orbital_rotation (ffsim.ucjoperator attribute)": [[0, "ffsim.UCJOperator.final_orbital_rotation"]], "from_hartree_fock() (ffsim.moleculardata static method)": [[0, "ffsim.MolecularData.from_hartree_fock"]], "from_molecular_hamiltonian() (ffsim.doublefactorizedhamiltonian static method)": [[0, "ffsim.DoubleFactorizedHamiltonian.from_molecular_hamiltonian"]], "from_parameters() (ffsim.ucjoperator static method)": [[0, "ffsim.UCJOperator.from_parameters"]], "from_t_amplitudes() (ffsim.ucjoperator static method)": [[0, "ffsim.UCJOperator.from_t_amplitudes"]], "hamiltonian (ffsim.moleculardata property)": [[0, "ffsim.MolecularData.hamiltonian"]], "indices_to_strings() (in module ffsim)": [[0, "ffsim.indices_to_strings"]], "linear_operator() (in module ffsim)": [[0, "ffsim.linear_operator"]], "many_body_order() (ffsim.fermionoperator method)": [[0, "ffsim.FermionOperator.many_body_order"]], "module": [[0, "module-ffsim"]], "multireference_state() (in module ffsim)": [[0, "ffsim.multireference_state"]], "n_reps (ffsim.ucjoperator property)": [[0, "ffsim.UCJOperator.n_reps"]], "nelec (ffsim.moleculardata attribute)": [[0, "ffsim.MolecularData.nelec"]], "norb (ffsim.doublefactorizedhamiltonian property)": [[0, "ffsim.DoubleFactorizedHamiltonian.norb"]], "norb (ffsim.moleculardata attribute)": [[0, "ffsim.MolecularData.norb"]], "norb (ffsim.molecularhamiltonian property)": [[0, "ffsim.MolecularHamiltonian.norb"]], "norb (ffsim.ucjoperator property)": [[0, "ffsim.UCJOperator.norb"]], "normal_ordered() (ffsim.fermionoperator method)": [[0, "ffsim.FermionOperator.normal_ordered"]], "one_body_tensor (ffsim.doublefactorizedhamiltonian attribute)": [[0, "ffsim.DoubleFactorizedHamiltonian.one_body_tensor"]], "one_body_tensor (ffsim.moleculardata attribute)": [[0, "ffsim.MolecularData.one_body_tensor"]], "one_body_tensor (ffsim.molecularhamiltonian attribute)": [[0, "ffsim.MolecularHamiltonian.one_body_tensor"]], "one_hot() (in module ffsim)": [[0, "ffsim.one_hot"]], "orb (ffsim.fermionaction attribute)": [[0, "ffsim.FermionAction.orb"]], "orbital_rotations (ffsim.doublefactorizedhamiltonian attribute)": [[0, "ffsim.DoubleFactorizedHamiltonian.orbital_rotations"]], "orbital_rotations (ffsim.ucjoperator attribute)": [[0, "ffsim.UCJOperator.orbital_rotations"]], "orbital_symmetries (ffsim.moleculardata attribute)": [[0, "ffsim.MolecularData.orbital_symmetries"]], "simulate_qdrift_double_factorized() (in module ffsim)": [[0, "ffsim.simulate_qdrift_double_factorized"]], "simulate_trotter_double_factorized() (in module ffsim)": [[0, "ffsim.simulate_trotter_double_factorized"]], "slater_determinant() (in module ffsim)": [[0, "ffsim.slater_determinant"]], "slater_determinant_one_rdm() (in module ffsim)": [[0, "ffsim.slater_determinant_one_rdm"]], "spin (ffsim.fermionaction attribute)": [[0, "ffsim.FermionAction.spin"]], "to_number_representation() (ffsim.doublefactorizedhamiltonian method)": [[0, "ffsim.DoubleFactorizedHamiltonian.to_number_representation"]], "to_parameters() (ffsim.ucjoperator method)": [[0, "ffsim.UCJOperator.to_parameters"]], "to_t_amplitudes() (ffsim.ucjoperator method)": [[0, "ffsim.UCJOperator.to_t_amplitudes"]], "to_z_representation() (ffsim.doublefactorizedhamiltonian method)": [[0, "ffsim.DoubleFactorizedHamiltonian.to_z_representation"]], "trace() (in module ffsim)": [[0, "ffsim.trace"]], "two_body_tensor (ffsim.moleculardata attribute)": [[0, "ffsim.MolecularData.two_body_tensor"]], "two_body_tensor (ffsim.molecularhamiltonian attribute)": [[0, "ffsim.MolecularHamiltonian.two_body_tensor"]], "z_representation (ffsim.doublefactorizedhamiltonian attribute)": [[0, "ffsim.DoubleFactorizedHamiltonian.z_representation"]]}}) \ No newline at end of file +Search.setIndex({"docnames": ["api/ffsim", "api/ffsim.contract", "api/ffsim.gates", "api/ffsim.hamiltonians", "api/ffsim.linalg", "api/ffsim.operators", "api/ffsim.protocols", "api/ffsim.random", "api/ffsim.states", "api/ffsim.testing", "api/ffsim.trotter", "api/ffsim.variational", "index", "tutorials/01-introduction", "tutorials/02-orbital-rotation", "tutorials/03-double-factorized", "tutorials/04-lucj", "tutorials/05-entanglement-forging", "tutorials/06-fermion-operator"], "filenames": ["api/ffsim.rst", "api/ffsim.contract.rst", "api/ffsim.gates.rst", "api/ffsim.hamiltonians.rst", "api/ffsim.linalg.rst", "api/ffsim.operators.rst", "api/ffsim.protocols.rst", "api/ffsim.random.rst", "api/ffsim.states.rst", "api/ffsim.testing.rst", "api/ffsim.trotter.rst", "api/ffsim.variational.rst", "index.rst", "tutorials/01-introduction.ipynb", "tutorials/02-orbital-rotation.ipynb", "tutorials/03-double-factorized.ipynb", "tutorials/04-lucj.ipynb", "tutorials/05-entanglement-forging.ipynb", "tutorials/06-fermion-operator.ipynb"], "titles": ["ffsim", "ffsim.contract", "ffsim.gates", "ffsim.hamiltonians", "ffsim.linalg", "ffsim.operators", "ffsim.protocols", "ffsim.random", "ffsim.states", "ffsim.testing", "ffsim.trotter", "ffsim.variational", "Welcome to ffsim\u2019s documentation!", "Introduction to ffsim", "Orbital rotations and quadratic Hamiltonians", "Diagonal Coulomb operators and double-factorized Trotter simulation", "The local unitary cluster Jastrow (LUCJ) ansatz", "Entanglement forging", "The FermionOperator class"], "terms": {"i": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 18], "softwar": [0, 12, 13], "librari": [0, 12, 13], "fast": 0, "simul": [0, 10, 12, 13, 14, 16, 17], "fermion": [0, 2, 5, 12, 13, 14, 16, 18], "quantum": [0, 2, 3, 12, 13, 15, 16], "circuit": [0, 3, 12, 13], "class": [0, 3, 5, 6, 7, 8, 11, 12, 13, 16], "doublefactorizedhamiltonian": [0, 3, 10, 12, 15], "one_body_tensor": [0, 3, 8, 14, 15], "diag_coulomb_mat": [0, 3, 15], "orbital_rot": [0, 1, 2, 3, 8, 11, 13, 14, 15], "constant": [0, 3, 15, 16], "0": [0, 2, 3, 5, 10, 11, 14, 15, 16, 17, 18], "z_represent": [0, 1, 2, 3], "fals": [0, 1, 2, 3, 4, 5, 6, 10, 11, 17, 18], "sourc": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11], "base": [0, 3, 4, 5, 6, 11, 16, 17], "object": [0, 3, 4, 5, 6, 11, 12, 16, 18], "A": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 14, 15, 16, 18], "hamiltonian": [0, 10, 11, 12, 16, 17], "doubl": [0, 3, 4, 10, 12, 16], "factor": [0, 3, 4, 10, 12, 16], "form": [0, 1, 3, 4, 5, 8, 11, 14, 15, 16, 18], "low": [0, 3, 4, 13], "rank": [0, 3, 4, 7], "decomposit": [0, 3, 4, 10], "The": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15], "molecular": [0, 3, 16, 17], "h": [0, 3, 15, 16, 17], "sum_": [0, 1, 2, 3, 4, 8, 11, 14, 15, 16], "pq": [0, 3, 4, 8, 15], "sigma": [0, 1, 2, 3, 11, 14, 15, 16], "kappa_": [0, 3], "dagger_": [0, 2, 3, 14, 15], "p": [0, 2, 3, 4, 15, 16], "a_": [0, 2, 3, 14, 15, 18], "q": [0, 3, 15], "frac12": [0, 3, 11, 15, 16], "sum_t": [0, 3], "ij": [0, 1, 2, 3, 4, 11, 14, 15, 16], "tau": [0, 1, 2, 3, 11, 15, 16], "z": [0, 1, 2, 3, 4, 5, 12, 13, 18], "t": [0, 2, 3, 4, 8, 14, 15], "_": [0, 2, 3, 4, 11, 14, 15, 16], "n": [0, 2, 3, 4, 13, 14, 15, 16], "j": [0, 1, 2, 3, 11, 14, 15, 16, 18], "text": [0, 2, 3, 15], "where": [0, 1, 2, 3, 4, 10, 11, 14, 15, 16], "u": [0, 1, 2, 3, 4], "pi": [0, 2, 3, 17], "qi": [0, 3], "here": [0, 3, 4, 13, 14, 15], "each": [0, 3, 4, 5, 10, 11, 13, 15, 16, 18], "unitari": [0, 1, 2, 3, 4, 6, 7, 8, 11, 12, 14, 15], "matrix": [0, 1, 2, 3, 4, 7, 8, 10, 13, 14, 15, 16, 18], "real": [0, 1, 2, 3, 4, 7, 11, 14, 15, 16, 17], "symmetr": [0, 1, 2, 3, 4, 7, 10, 15, 16], "represent": [0, 1, 3, 4, 13, 18], "an": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 13, 14, 15, 16, 18], "altern": [0, 3, 15], "sometim": [0, 3], "yield": [0, 3, 4, 11, 15, 16], "simpler": [0, 3], "under": [0, 2, 3], "jordan": [0, 2, 3], "wigner": [0, 2, 3], "transform": [0, 1, 2, 3, 6, 13, 14], "number": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18], "oper": [0, 1, 2, 3, 4, 6, 8, 10, 11, 12, 14, 16, 17, 18], "take": [0, 3, 8, 13, 16], "frac": [0, 3], "1": [0, 2, 3, 4, 5, 7, 8, 10, 11, 13, 14, 15, 16, 17, 18], "2": [0, 1, 2, 3, 4, 5, 7, 8, 13, 14, 15, 16, 17, 18], "pauli": [0, 3], "rotat": [0, 1, 2, 3, 4, 8, 11, 12, 13, 15, 16], "basi": [0, 3, 11, 14, 15, 16, 17], "obtain": [0, 3, 14, 15, 16], "rewrit": [0, 3], "two": [0, 3, 4, 6, 7, 8, 10, 11, 15, 16, 17], "bodi": [0, 1, 3, 4, 5, 7, 8, 10, 15, 16, 17], "part": [0, 3, 4], "term": [0, 1, 2, 3, 4, 5, 10, 11, 15, 16, 18], "updat": [0, 3, 15], "one": [0, 1, 2, 3, 4, 8, 10, 13, 15, 16, 17], "appropri": [0, 3], "kappa": [0, 3], "frac18": [0, 3], "asterisk": [0, 3], "denot": [0, 1, 2, 3, 14], "summat": [0, 3], "over": [0, 3], "indic": [0, 3, 4, 5, 8, 16, 18], "neq": [0, 1, 2, 3], "tensor": [0, 1, 3, 4, 7, 15, 16, 17], "type": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11], "np": [0, 2, 3, 6, 7, 9, 10, 14, 15, 16, 17], "ndarrai": [0, 1, 2, 3, 4, 6, 7, 8, 10, 11, 15], "diagon": [0, 1, 2, 3, 4, 11, 12, 14, 16], "coulomb": [0, 1, 2, 3, 4, 11, 12, 16], "matric": [0, 1, 3, 4, 8, 11, 14, 15, 16], "orbit": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 15, 16, 18], "float": [0, 2, 3, 4, 6, 7, 10, 15], "whether": [0, 1, 2, 3, 4, 5, 6, 10, 18], "rather": [0, 3, 13], "than": [0, 3, 12, 13, 16], "bool": [0, 1, 2, 3, 4, 5, 6, 10], "static": [0, 3, 11], "from_molecular_hamiltonian": [0, 3, 15], "tol": [0, 3, 4, 11], "1e": [0, 3, 4, 6, 11], "08": [0, 3, 4, 6, 11], "max_vec": [0, 3, 4], "none": [0, 1, 2, 3, 4, 7, 8, 9, 10, 11], "optim": [0, 3, 4, 10, 11, 16, 17], "method": [0, 3, 4, 10, 16, 17], "l": [0, 3, 4, 11, 15, 16], "bfg": [0, 3, 4, 16], "b": [0, 3, 4, 14, 16], "option": [0, 1, 2, 3, 4, 7, 8, 10, 11, 16, 17], "diag_coulomb_mask": [0, 3, 4], "choleski": [0, 3, 4], "true": [0, 2, 3, 4, 5, 6, 10, 13, 16, 18], "act": [0, 3, 5, 18], "h_": [0, 3, 4, 15], "pqr": [0, 3, 4, 15], "r": [0, 3, 4, 8, 15], "": [0, 3, 4, 13, 15, 16, 17, 18], "decompos": [0, 3, 4, 15], "ar": [0, 1, 2, 3, 4, 6, 7, 10, 12, 13, 14, 15, 16, 18], "output": [0, 3, 15, 16], "guarante": [0, 3], "so": [0, 3, 4, 14, 15, 16, 18], "depend": [0, 3, 4, 10, 13], "allow": [0, 2, 3, 4, 16], "error": [0, 3, 4], "threshold": [0, 3, 4], "larger": [0, 3, 4, 5, 18], "lead": [0, 3], "smaller": [0, 3, 4, 5, 15, 18], "furthermor": [0, 3, 4], "max_rank": [0, 3], "paramet": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 16, 17], "specifi": [0, 2, 3, 4, 6, 8, 10, 16], "upper": [0, 3, 4, 16], "bound": [0, 3, 4], "default": [0, 3, 4, 7, 11], "behavior": [0, 3, 4, 7], "thi": [0, 2, 3, 4, 6, 8, 10, 12, 13, 14, 15, 16, 17], "routin": [0, 3, 4, 13, 18], "perform": [0, 3, 4, 11, 14, 15], "straightforward": [0, 3, 4], "exact": [0, 3, 4, 13, 15], "nest": [0, 3, 4], "eigenvalu": [0, 3, 4, 14], "addition": [0, 3, 4], "can": [0, 3, 4, 6, 11, 12, 13, 14, 15, 16, 18], "choos": [0, 3, 4, 13, 16], "coeffici": [0, 1, 2, 3, 4, 5, 11, 14, 16, 18], "store": [0, 3, 4, 15, 16], "achiev": [0, 3, 4, 15], "compress": [0, 3, 4], "enabl": [0, 3, 4], "set": [0, 2, 3, 4, 11, 13, 14, 15, 16], "attempt": [0, 3, 4], "minim": [0, 3, 4, 16, 17], "least": [0, 3, 4], "squar": [0, 3, 4, 16], "function": [0, 1, 2, 3, 4, 6, 8, 10, 13, 14, 15, 16, 17, 18], "quantifi": [0, 3, 4], "It": [0, 2, 3, 4, 6, 10, 13, 15, 18], "us": [0, 1, 2, 3, 4, 7, 10, 12, 13, 14, 15, 16, 18], "scipi": [0, 3, 4, 6, 13, 14, 15, 16, 17, 18], "pass": [0, 3, 4, 14, 18], "both": [0, 2, 3, 4], "its": [0, 2, 3, 4, 6, 8, 10, 14, 15, 18], "gradient": [0, 3, 4], "return": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 15, 16, 17, 18], "constrain": [0, 3, 4], "have": [0, 2, 3, 4, 6, 10, 11, 13, 14, 16, 18], "onli": [0, 2, 3, 4, 13, 14, 16], "certain": [0, 3, 4], "element": [0, 3, 4], "nonzero": [0, 3, 4, 16], "which": [0, 2, 3, 4, 5, 7, 8, 11, 13, 14, 15, 16, 18], "time": [0, 2, 3, 4, 10, 13, 15], "boolean": [0, 3, 4], "valu": [0, 1, 3, 4, 7, 8, 11, 15, 16], "triangular": [0, 3, 4], "becaus": [0, 3, 4, 13, 15, 16, 18], "note": [0, 2, 3, 16, 18], "current": [0, 3], "support": [0, 3, 10, 11, 18], "two_body_tensor": [0, 3, 4, 15], "toler": [0, 3, 4, 6, 16], "defin": [0, 3, 4, 5, 16, 17], "maximum": [0, 3, 4, 7, 17], "absolut": [0, 3, 4, 6], "differ": [0, 1, 2, 3, 4, 11, 16], "between": [0, 1, 2, 3, 4, 16], "origin": [0, 2, 3, 4, 6, 10, 15], "correspond": [0, 3, 4, 14, 15], "reconstruct": [0, 3, 4], "int": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 15, 17], "limit": [0, 3, 4, 16], "keep": [0, 3, 4], "argument": [0, 3, 4, 8, 10, 14], "overrid": [0, 3, 4], "str": [0, 3, 4, 8, 10], "see": [0, 3, 4, 6], "document": [0, 3, 4, 6], "possibl": [0, 2, 3, 4, 6, 10], "callback": [0, 3, 4], "usag": [0, 3, 4, 18], "dict": [0, 3, 4, 5, 16, 17], "mask": [0, 3, 4], "modifi": [0, 2, 3, 4, 6, 10], "If": [0, 1, 2, 3, 4, 6, 7, 10, 18], "full": [0, 3, 4, 13], "instead": [0, 3, 4], "much": [0, 3, 4, 12, 13], "more": [0, 3, 4, 13, 16], "expens": [0, 3, 4], "ignor": [0, 3, 4, 15], "refer": [0, 3, 4, 7, 11, 16], "arxiv": [0, 3, 4, 7], "1808": [0, 3, 4], "02625": [0, 3, 4], "2104": [0, 3, 4], "08957": [0, 3, 4], "properti": [0, 3, 11, 14], "norb": [0, 1, 2, 3, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18], "spatial": [0, 1, 2, 3, 6, 8, 9, 11, 13, 15, 16, 18], "to_number_represent": [0, 3], "to_z_represent": [0, 3], "fermionact": [0, 5, 12], "action": [0, 1, 5, 14, 18], "spin": [0, 1, 2, 5, 11, 12, 13, 14, 16, 17, 18], "orb": [0, 5, 18], "namedtupl": [0, 5], "creat": [0, 5, 13, 14, 15, 16, 18], "new": [0, 5, 14, 18], "instanc": [0, 5, 7, 14, 15], "alia": [0, 5], "field": [0, 5], "fermionoper": [0, 5, 12], "coeff": [0, 1, 2, 5], "repres": [0, 3, 5, 6, 8, 10, 13, 16, 18], "linear": [0, 1, 2, 4, 5, 6, 14, 18], "combin": [0, 1, 2, 5, 14, 18], "product": [0, 2, 5, 8, 15, 18], "creation": [0, 2, 5, 14, 18], "annihil": [0, 5, 18], "tupl": [0, 1, 2, 4, 5, 6, 8, 9, 10, 11, 15, 18], "complex": [0, 1, 4, 5, 7, 8], "conserves_particle_numb": [0, 5, 18], "conserv": [0, 5, 13, 18], "particl": [0, 5, 8, 9, 12, 13, 14, 18], "otherwis": [0, 5, 6, 10], "conserves_spin_z": [0, 5, 18], "compon": [0, 5, 12, 13, 18], "many_body_ord": [0, 5], "mani": [0, 5, 12], "order": [0, 5, 10, 11, 13, 15, 16, 18], "length": [0, 2, 5, 13, 15, 16], "longest": [0, 5], "contain": [0, 4, 5, 8, 11, 16, 18], "normal_ord": [0, 5, 18], "normal": [0, 5, 18], "equival": [0, 2, 5], "ha": [0, 1, 2, 4, 5, 8, 11, 13, 14, 15, 16, 17], "been": [0, 5, 17], "reorder": [0, 5], "canon": [0, 5], "In": [0, 5, 8, 11, 14, 15, 16, 17, 18], "compris": [0, 5, 18], "appear": [0, 5, 18], "from": [0, 5, 7, 11, 12, 13, 14, 16, 17, 18], "left": [0, 2, 5, 6, 10, 14, 18], "right": [0, 2, 5, 14, 18], "descend": [0, 5, 18], "lexicograph": [0, 5, 18], "That": [0, 5, 14, 18], "all": [0, 5, 8, 16, 18], "befor": [0, 2, 5, 6, 10, 16, 18], "within": [0, 4, 5, 18], "beta": [0, 1, 2, 5, 6, 8, 9, 10, 11, 13, 16, 18], "alpha": [0, 1, 2, 5, 6, 8, 9, 10, 11, 13, 16, 18], "hopgateansatzoper": [0, 11, 12, 17], "interaction_pair": [0, 11, 17], "theta": [0, 2, 11, 17], "hop": [0, 2, 11], "gate": [0, 11, 12, 16], "ansatz": [0, 11, 12, 17], "moleculardata": [0, 12, 15, 16, 17], "nelec": [0, 1, 2, 6, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18], "core_energi": 0, "dipole_integr": 0, "orbital_symmetri": 0, "data": [0, 2, 6, 7, 10, 15, 16, 17, 18], "electron": [0, 1, 2, 6, 7, 8, 9, 10, 11, 13, 15], "core": [0, 4], "energi": [0, 11, 14, 15, 16, 17], "dipol": 0, "integr": 0, "symmetri": [0, 12, 13, 14, 15, 16, 17], "from_hartree_fock": [0, 15, 16, 17], "hartree_fock": [0, 15, 16, 17], "active_spac": [0, 16, 17], "initi": [0, 7, 9, 10, 11, 15, 16, 17], "hartre": [0, 15, 16], "fock": [0, 15, 16], "calcul": [0, 13, 15, 16], "scf": [0, 15, 16, 17], "iter": 0, "list": [0, 1, 2, 4, 8, 9, 16, 17], "activ": [0, 16, 17], "space": [0, 8, 16, 17], "molecularhamiltonian": [0, 3, 12, 15], "call": [0, 3, 13, 14, 15, 18], "supportsapplyunitari": [0, 6, 11, 12], "arg": [0, 6], "kwarg": [0, 6], "protocol": [0, 12], "appli": [0, 1, 2, 4, 6, 8, 13, 14, 15, 16], "vector": [0, 1, 2, 4, 6, 7, 8, 10, 11, 13, 14, 16, 17, 18], "supportsapproximateequ": [0, 6, 12], "compar": [0, 6, 15], "approxim": [0, 4, 6, 15], "supportslinearoper": [0, 6, 11, 12], "convert": [0, 1, 6, 8, 11, 13, 14, 15, 18], "linearoper": [0, 1, 6, 11, 14, 15, 18], "supportstrac": [0, 6, 12], "whose": [0, 4, 6, 13], "trace": [0, 6, 12, 15], "comput": [0, 2, 4, 6, 11, 14, 16, 17], "ucjoper": [0, 11, 12, 16], "diag_coulomb_mats_alpha_alpha": [0, 11], "diag_coulomb_mats_alpha_beta": [0, 11], "final_orbital_rot": [0, 11], "cluster": [0, 11, 12], "jastrow": [0, 11, 12], "ucj": [0, 11], "prod_": [0, 11, 16], "k": [0, 4, 8, 11, 14, 15, 16, 18], "mathcal": [0, 1, 2, 11, 14, 15, 16], "w_k": [0, 11, 16], "e": [0, 2, 10, 11, 15, 16, 17, 18], "_k": [0, 11, 15, 16], "dagger": [0, 1, 2, 4, 8, 11, 14, 15, 16, 18], "mathbf": [0, 11, 14, 15, 16], "n_": [0, 1, 2, 11, 13, 14, 15, 16], "commut": [0, 11, 15, 16], "total": [0, 11, 15, 16], "we": [0, 11, 14, 15, 16, 17, 18], "enforc": [0, 11, 16], "As": [0, 11, 13, 14, 15, 16], "result": [0, 1, 4, 7, 11, 14, 15, 16, 17], "describ": [0, 1, 2, 8, 11, 13, 14, 15, 16, 18], "involv": [0, 11, 16], "same": [0, 11, 13, 16], "To": [0, 11, 13, 14, 15, 16], "variat": [0, 12, 16], "final": [0, 10, 11, 15, 16], "includ": [0, 4, 11, 12, 13, 14, 15], "end": [0, 2, 11, 14, 16], "from_paramet": [0, 11, 16], "param": [0, 11], "n_rep": [0, 11, 16, 17], "alpha_alpha_indic": [0, 11, 16], "alpha_beta_indic": [0, 11, 16], "with_final_orbital_rot": [0, 11], "from_t_amplitud": [0, 11, 16], "t2_amplitud": [0, 4, 11], "t1_amplitud": [0, 11], "t2": [0, 4, 7, 11, 16], "t1": [0, 11, 16], "amplitud": [0, 4, 7, 11, 16], "repetit": [0, 11, 16], "to_paramet": [0, 11, 16], "to_t_amplitud": [0, 11], "nocc": [0, 7, 11], "possibli": [0, 11], "apply_diag_coulomb_evolut": [0, 2, 12, 15], "vec": [0, 1, 2, 4, 6, 10, 13, 14, 15, 18], "mat": [0, 1, 2, 4], "mat_alpha_beta": [0, 1, 2], "occupations_a": [0, 1, 2], "occupations_b": [0, 1, 2], "strings_a": [0, 1, 2], "strings_b": [0, 1, 2], "orbital_rotation_index_a": [0, 2], "orbital_rotation_index_b": [0, 2], "copi": [0, 2, 6, 10, 18], "evolut": [0, 2, 10, 15], "exp": [0, 2, 14], "z_": [0, 1, 2], "also": [0, 1, 2, 6, 10, 14, 18], "given": [0, 1, 2, 4, 10, 14, 15], "place": [0, 1, 2, 6, 8, 10, 16, 18], "sum": [0, 1, 2, 15, 17], "state": [0, 1, 2, 7, 10, 11, 12, 14, 15, 16, 17], "interact": [0, 1, 2, 13], "occupi": [0, 1, 2, 7, 8, 9, 15], "string": [0, 1, 2, 8, 10, 13, 18], "index": [0, 2, 5, 8, 11, 13, 16, 18], "alwai": [0, 2, 4, 6, 10, 14], "newli": [0, 2, 6, 10], "alloc": [0, 2, 6, 10], "untouch": [0, 2, 6, 10], "mai": [0, 2, 4, 6, 10, 16], "still": [0, 2, 6, 10, 16], "overwritten": [0, 2, 6, 10], "evolv": [0, 2, 10, 15], "apply_fsim_g": [0, 2, 12], "phi": [0, 2], "target_orb": [0, 2], "fsim": [0, 2], "consist": [0, 2], "tunnel": [0, 2], "follow": [0, 2, 10, 12, 13, 14, 15, 16, 18], "neg": [0, 2], "sign": [0, 2], "convent": [0, 2], "angl": [0, 2, 17], "nn": [0, 2], "dagger_i": [0, 2], "a_i": [0, 2], "dagger_j": [0, 2], "a_j": [0, 1, 2], "when": [0, 2, 15, 16, 18], "neighbor": [0, 2], "qubit": [0, 2, 16], "begin": [0, 2, 14, 16], "pmatrix": [0, 2], "co": [0, 2, 17], "sin": [0, 2, 17], "apply_givens_rot": [0, 2, 12], "g": [0, 2, 16], "apply_hop_g": [0, 2, 12], "apply_num_interact": [0, 2, 12], "apply_num_num_interact": [0, 2, 12], "apply_num_op_prod_interact": [0, 2, 12], "prod": [0, 2], "sequenc": [0, 2, 8, 11], "pair": [0, 2, 8, 9], "integ": [0, 2, 8], "give": [0, 2, 14], "first": [0, 2, 4, 6, 8, 14, 15, 16, 17], "second": [0, 2, 4, 8, 15, 17], "apply_num_op_sum_evolut": [0, 2, 12, 14, 15], "lambda_i": [0, 1, 2, 14], "rais": [0, 2], "valueerror": [0, 2], "must": [0, 2, 4, 18], "dimension": [0, 2, 4, 10, 13], "apply_orbital_rot": [0, 2, 12, 13, 14], "allow_row_permut": [0, 2], "allow_col_permut": [0, 2], "map": [0, 2, 14, 18], "mapsto": [0, 2, 14], "u_": [0, 2], "ji": [0, 2, 14], "log": [0, 2], "permut": [0, 2, 4], "row": [0, 2, 13], "column": [0, 2, 4, 13, 14], "wa": [0, 2], "well": [0, 2], "actual": [0, 2, 14, 16], "effect": [0, 2, 6, 16], "apply_tunneling_interact": [0, 2, 12], "apply_unitari": [0, 6, 12, 16], "obj": [0, 6], "ani": [0, 6, 14, 16], "approx_eq": [0, 6, 12], "other": [0, 6, 8, 16], "rtol": [0, 4, 6], "05": [0, 4, 6, 16], "atol": [0, 4, 6], "equal": [0, 6], "isclos": [0, 6], "interpret": [0, 6], "rel": [0, 4, 6], "numer": [0, 4, 6, 18], "up": [0, 6, 14], "cre": [0, 5, 12], "cre_a": [0, 5, 12, 18], "cre_b": [0, 5, 12, 18], "de": [0, 5, 12], "destroi": [0, 5, 18], "des_a": [0, 5, 12, 18], "des_b": [0, 5, 12, 18], "dim": [0, 7, 8, 10, 12, 13, 18], "get": [0, 8, 14, 15, 16, 17], "dimens": [0, 7, 8, 10, 13], "fci": [0, 8, 13, 16, 17], "dim_a": [0, 8, 13], "dim_b": [0, 8, 13], "expectation_pow": [0, 8, 12], "one_rdm": [0, 8, 10], "power": [0, 8], "expect": [0, 8, 14], "w": [0, 8, 14, 15], "slater": [0, 8, 10, 13, 14, 15], "determin": [0, 4, 8, 10, 13, 14, 15], "o": [0, 8, 17], "m_": [0, 1, 4, 8], "a_p": [0, 8], "a_q": [0, 8], "m": [0, 1, 4, 8, 14], "let": [0, 8, 15, 18], "lvert": [0, 8, 16], "psi": [0, 8, 16], "rangl": [0, 8, 16], "Then": [0, 8], "quantiti": [0, 8], "langl": [0, 8], "rvert": [0, 8], "reduc": [0, 4, 8, 10], "densiti": [0, 8, 10], "expectation_product": [0, 8, 12], "o_1": [0, 8], "o_2": [0, 8], "dot": [0, 8], "o_k": [0, 8], "indices_to_str": [0, 8, 12], "statevector": [0, 8, 10, 13, 14], "bitstr": [0, 8], "exampl": [0, 8, 13, 14, 16, 18], "3": [0, 8, 13, 14, 15, 16, 17, 18], "rang": [0, 8, 13, 14, 15, 16], "assert": [0, 8, 13], "011001": [0, 8], "011010": [0, 8], "011100": [0, 8], "101001": [0, 8], "101010": [0, 8], "101100": [0, 8], "110001": [0, 8], "110010": [0, 8], "110100": [0, 8], "linear_oper": [0, 6, 12, 15, 16, 17, 18], "multireference_st": [0, 11, 12, 17], "ansatz_oper": [0, 11], "reference_occup": [0, 11, 17], "root": [0, 11], "multirefer": [0, 11], "occup": [0, 11, 13, 14, 15], "desir": [0, 8, 11], "eigenvector": [0, 11, 14], "lowest": [0, 11, 14, 15], "one_hot": [0, 8, 12], "shape": [0, 4, 7, 8, 10, 13, 16], "dtype": [0, 7, 8, 16], "arrai": [0, 4, 8, 10, 13, 18], "zero": [0, 8, 17], "except": [0, 8], "hot": [0, 8], "simulate_qdrift_double_factor": [0, 10, 12], "n_step": [0, 10, 15], "probabl": [0, 10], "norm": [0, 10], "n_sampl": [0, 10], "seed": [0, 7, 9, 10, 13, 14], "via": [0, 10, 15], "qdrift": [0, 10], "trotter": [0, 12], "step": [0, 10, 14, 15], "sampl": [0, 7, 9, 10], "els": [0, 7, 10], "explicit": [0, 10], "proport": [0, 10, 14], "spectral": [0, 10], "uniform": [0, 7, 10], "requir": [0, 10, 16], "whenev": [0, 10], "complet": [0, 10], "character": [0, 10], "trajectori": [0, 10], "pseudorandom": [0, 7, 9, 10], "gener": [0, 7, 9, 10, 12, 13, 14, 15, 16], "should": [0, 7, 9, 10, 14, 15], "valid": [0, 7, 9, 10], "input": [0, 1, 7, 9, 10, 16], "random": [0, 9, 10, 12, 13, 14, 18], "default_rng": [0, 7, 9, 10], "numpi": [0, 4, 10, 13, 14, 15, 16, 17], "just": [0, 10, 15, 16], "simulate_trotter_double_factor": [0, 10, 12, 15], "suzuki": [0, 10], "formula": [0, 10], "slater_determin": [0, 8, 12, 13, 14, 15, 16], "occupied_orbit": [0, 8, 13, 14, 15, 16], "configur": [0, 8, 13], "word": [0, 8, 16], "slater_determinant_one_rdm": [0, 8, 12], "similarli": [0, 8, 15], "construct": [1, 15, 16, 17, 18], "contract_diag_coulomb": 1, "contract_num_op_sum": 1, "diag_coulomb_linop": 1, "implement": [1, 13, 14, 16], "num_op_sum_linop": 1, "one_body_linop": [1, 14], "algebra": [4, 18], "util": [4, 7, 9], "apply_matrix_to_slic": 4, "target": 4, "slice": 4, "out": [4, 15], "double_factor": 4, "ell": 4, "pk": 4, "qk": 4, "respect": 4, "too": 4, "small": 4, "exce": 4, "collect": 4, "double_factorized_t2": 4, "t_": 4, "ijab": 4, "ap": 4, "ip": 4, "bq": 4, "jq": 4, "expm_multiply_taylor": 4, "12": [4, 18], "expm": 4, "taylor": 4, "seri": 4, "expans": 4, "givens_decomposit": 4, "is_antihermitian": 4, "anti": [4, 7], "hermitian": [4, 7, 14], "is_hermitian": 4, "is_orthogon": 4, "orthogon": [4, 7], "union": 4, "bool_": 4, "is_real_symmetr": 4, "is_special_orthogon": 4, "special": [4, 7, 12, 13], "is_unitari": 4, "lup": 4, "pivot": 4, "lu": 4, "rtype": 4, "lower": 4, "unit": 4, "modified_choleski": 4, "v_i": 4, "posit": [4, 17], "definit": 4, "No": 4, "check": [4, 14, 15], "verifi": 4, "1711": 4, "02242": 4, "assembl": 4, "reduced_matrix": 4, "subspac": [4, 18], "span": 4, "some": [4, 15, 18], "v_j": 4, "random_antihermitian": 7, "width": 7, "height": 7, "dype": 7, "random_hermitian": [7, 14], "random_orthogon": 7, "distribut": 7, "haar": 7, "measur": 7, "math": [7, 17], "ph": 7, "0609050": 7, "random_real_symmetric_matrix": 7, "random_special_orthogon": 7, "random_statevector": [7, 18], "random_t2_amplitud": 7, "random_two_body_tensor_r": 7, "random_unitari": [7, 13, 14], "random_nelec": 9, "n_alpha": [9, 13, 14, 15, 16, 17], "n_beta": [9, 13, 14, 15, 16, 17], "random_occupied_orbit": 9, "occ_a": 9, "occ_b": 9, "preserv": [12, 18], "categori": 12, "chemistri": 12, "By": [12, 13], "exploit": 12, "algorithm": 12, "faster": 12, "introduct": 12, "quadrat": [12, 15], "local": 12, "lucj": 12, "entangl": 12, "forg": 12, "expos": 12, "top": 12, "level": [12, 13, 15], "namespac": 12, "avail": 12, "alreadi": [12, 15], "contract": [12, 14], "linalg": [12, 14, 15, 18], "test": [12, 14, 15], "advantag": 13, "effici": [13, 18], "doe": [13, 18], "primari": 13, "wai": [13, 14, 16], "directli": [13, 15], "code": [13, 15, 16, 18], "show": [13, 14, 15, 16, 17, 18], "how": [13, 14, 15, 16, 17, 18], "import": [13, 14, 15, 16, 17, 18], "6": [13, 14, 15, 16, 17, 18], "1234": [13, 14], "rotated_vec": [13, 14], "plain": 13, "Its": 13, "fix": 13, "For": [13, 14, 16, 18], "system": [13, 14], "conveni": 13, "comb": 13, "standard": 13, "often": [13, 16], "simpli": [13, 14], "reshap": 13, "reshaped_vec": 13, "choic": 13, "pyscf": [13, 15, 16, 17], "modul": 13, "tutori": [14, 15, 16, 17], "ffsim": [14, 15, 16, 17, 18], "fundament": 14, "mode": 14, "sum_j": 14, "th": 14, "satisfi": [14, 18], "anticommut": 14, "relat": [14, 16], "thei": [14, 16, 18], "align": [14, 16], "_1": 14, "_2": 14, "section": 14, "ll": [14, 15, 16], "demonstr": [14, 15, 16], "task": 14, "consid": [14, 16], "rewritten": 14, "introduc": [14, 16], "eigendecomposit": 14, "sum_k": [14, 15], "lambda_k": 14, "ik": 14, "jk": 14, "our": [14, 15, 16], "ground": [14, 16], "pick": 14, "phase": 14, "spars": [14, 15, 18], "eig": [14, 18], "eigsh": 14, "la": 14, "fact": 14, "you": 14, "illustr": 14, "purpos": 14, "explicitli": 14, "eigh": [14, 15], "evolved_vec": 14, "conj": 14, "undo": 14, "expected_phas": 14, "1j": [14, 15, 18], "assert_allclos": 14, "mention": [14, 15], "abov": [14, 15, 18], "below": [14, 15, 16], "better": [14, 15], "4": [14, 15, 16, 17, 18], "evolved_vec_alt": 14, "daunt": 15, "scale": 15, "cell": [15, 16], "hydrogen": 15, "molecul": [15, 16, 17], "stretch": [15, 16], "bond": [15, 16, 17], "build": [15, 16, 17], "h2": 15, "mol": [15, 16, 17], "gto": [15, 16, 17], "mole": [15, 16, 17], "atom": [15, 16, 17], "8": [15, 16, 18], "sto": [15, 16, 17], "6g": [15, 16, 17], "d2h": [15, 16], "rhf": [15, 16, 17], "kernel": [15, 16, 17], "mol_data": [15, 16, 17], "mol_hamiltonian": [15, 16, 17], "df_hamiltonian": 15, "converg": [15, 16, 17], "837796382593709": 15, "dataclass": [15, 16], "print": [15, 16, 17, 18], "inform": [15, 18], "One": 15, "27478830e": 15, "01": [15, 16, 17], "52909490e": 15, "17": 15, "5": [15, 16, 17, 18], "57029092e": 15, "77238770e": 15, "52317394": 15, "53354575": 15, "24824057": 15, "55313202": 15, "21318608e": 15, "00": [15, 16, 17], "07792507e": 15, "51465303": 15, "00852091": 15, "70710678": 15, "rest": 15, "although": 15, "built": 15, "manual": 15, "asymmetr": 15, "basic": 15, "h_k": 15, "divid": 15, "singl": 15, "exponenti": 15, "individu": [15, 18], "do": [15, 18], "approx": 15, "prod_k": 15, "higher": 15, "deriv": 15, "write": 15, "recal": 15, "addit": [15, 18], "think": 15, "compos": 15, "def": [15, 16, 17], "simulate_trotter_step_double_factor": 15, "one_body_energi": 15, "one_body_basis_chang": 15, "zip": [15, 17], "finish": 15, "handl": 15, "split": 15, "multipl": [15, 18], "wrote": 15, "step_tim": 15, "match": 15, "initial_st": 15, "\u03c8": [15, 16, 17], "hf_energi": 15, "vdot": [15, 16, 17], "f": [15, 16, 17], "8377963825937084": 15, "now": 15, "later": 15, "exact_st": 15, "expm_multipli": 15, "tracea": 15, "fidel": 15, "ab": 15, "9696296369955066": 15, "7": [15, 16, 18], "final_st": [15, 16], "9990275744083494": 15, "improv": 15, "increas": 15, "10": 15, "9999906233109683": 15, "commonli": 15, "known": 15, "fourth": 15, "reproduc": 15, "9": [15, 16, 17, 18], "fewer": 15, "9999999336740071": 15, "ethen": 16, "mcscf": [16, 17], "bond_dist": 16, "678": 16, "5626": 16, "c": 16, "9289": 16, "nelectron": 16, "ca": [16, 17], "casci": [16, 17], "nca": [16, 17], "neleca": [16, 17], "mo": [16, 17], "sort_mo": [16, 17], "energy_fci": [16, 17], "77": 16, "4456267643961": 16, "6290254326717": 16, "ci": [16, 17], "57322412553862": 16, "0000000": [16, 17], "phi_0": 16, "taken": 16, "express": 16, "previou": 16, "constructor": 16, "provid": 16, "truncat": 16, "ccsd": 16, "mp2": 16, "run": 16, "sinc": 16, "cc": 16, "frozen": 16, "nao_nr": 16, "reference_st": 16, "ansatz_st": [16, 17], "initiali": [16, 17], "49387212754462": 16, "e_corr": 16, "04824536314851294": 16, "46975600021707": 16, "facilit": 16, "convers": 16, "precis": 16, "somewhat": 16, "complic": 16, "short": 16, "entri": 16, "non": 16, "redund": 16, "associ": [16, 18], "fun": [16, 17], "x": [16, 17], "x0": [16, 17], "maxfun": 16, "50000": 16, "len": [16, 17], "72": 16, "messag": [16, 17], "rel_reduction_of_f_": 16, "lt": 16, "_factr": 16, "epsmch": 16, "success": [16, 17], "statu": [16, 17], "62901478093653": 16, "548e": 16, "030e": 16, "487e": 16, "133e": 16, "nit": 16, "201": 16, "jac": 16, "411e": 16, "684e": 16, "695e": 16, "553e": 16, "nfev": [16, 17], "16206": 16, "njev": 16, "222": 16, "hess_inv": 16, "72x72": 16, "lbfgsinvhessproduct": 16, "float64": 16, "gt": 16, "either": 16, "connect": 16, "swap": 16, "network": 16, "make": 16, "challeng": 16, "noisi": 16, "pre": 16, "fault": 16, "processor": 16, "idea": 16, "impos": 16, "sparsiti": 16, "constraint": 16, "them": 16, "depth": 16, "topologi": 16, "triangl": 16, "need": 16, "lattic": 16, "parallel": 16, "line": 16, "rung": 16, "ladder": 16, "With": 16, "setup": 16, "while": 16, "share": 16, "ldot": 16, "without": 16, "Of": 16, "cours": 16, "less": 16, "notic": 16, "decreas": 16, "46": 16, "62872959177449": 16, "398e": 16, "209e": 16, "303e": 16, "817e": 16, "467": 16, "788e": 16, "04": 16, "293e": 16, "390e": 16, "23641": 16, "503": 16, "46x46": 16, "water": 17, "equilibrium": 17, "radius_1": 17, "958": 17, "radius_2": 17, "bond_angle_deg": 17, "104": 17, "478": 17, "h1_x": 17, "h2_x": 17, "180": 17, "h2_y": 17, "c2v": 17, "n_electron": 17, "mo_occ": 17, "75": 17, "6787887956297": 17, "7079508859773": 17, "14": 17, "3336207346502": 17, "reference_occupations_spati": 17, "68366174447621": 17, "cobyla": 17, "maxit": 17, "100": 17, "evalu": 17, "exceed": 17, "69448131142009": 17, "354e": 17, "651e": 17, "02": 17, "863e": 17, "03": 17, "095e": 17, "132e": 17, "maxcv": 17, "25": 18, "Such": 18, "programmat": 18, "dictionari": 18, "hash": 18, "tabl": 18, "three": 18, "piec": 18, "being": 18, "upon": 18, "intern": 18, "itself": 18, "recommend": 18, "helper": 18, "shown": 18, "op1": 18, "repr": 18, "view": 18, "displai": 18, "39": 18, "0j": 18, "arithmet": 18, "multipli": 18, "scalar": 18, "go": 18, "op": 18, "op2": 18, "op3": 18, "5j": 18, "25j": 18, "2j": 18, "0625": 18, "125": 18, "good": 18, "awar": 18, "especi": 18, "avoid": 18, "These": 18, "subtract": 18, "divis": 18, "6j": 18, "3j": 18, "4j": 18, "12j": 18, "far": 18, "criteria": 18, "op4": 18, "linop": 18, "onto": 18, "11830879": 18, "02112505j": 18, "most": 18, "lm": 18, "21984743e": 18, "18j": 18}, "objects": {"": [[0, 0, 0, "-", "ffsim"]], "ffsim": [[0, 1, 1, "", "DoubleFactorizedHamiltonian"], [0, 1, 1, "", "FermionAction"], [0, 1, 1, "", "FermionOperator"], [0, 1, 1, "", "HopGateAnsatzOperator"], [0, 1, 1, "", "MolecularData"], [0, 1, 1, "", "MolecularHamiltonian"], [0, 1, 1, "", "SupportsApplyUnitary"], [0, 1, 1, "", "SupportsApproximateEquality"], [0, 1, 1, "", "SupportsLinearOperator"], [0, 1, 1, "", "SupportsTrace"], [0, 1, 1, "", "UCJOperator"], [0, 5, 1, "", "apply_diag_coulomb_evolution"], [0, 5, 1, "", "apply_fsim_gate"], [0, 5, 1, "", "apply_givens_rotation"], [0, 5, 1, "", "apply_hop_gate"], [0, 5, 1, "", "apply_num_interaction"], [0, 5, 1, "", "apply_num_num_interaction"], [0, 5, 1, "", "apply_num_op_prod_interaction"], [0, 5, 1, "", "apply_num_op_sum_evolution"], [0, 5, 1, "", "apply_orbital_rotation"], [0, 5, 1, "", "apply_tunneling_interaction"], [0, 5, 1, "", "apply_unitary"], [0, 5, 1, "", "approx_eq"], [0, 5, 1, "", "cre"], [0, 5, 1, "", "cre_a"], [0, 5, 1, "", "cre_b"], [0, 5, 1, "", "des"], [0, 5, 1, "", "des_a"], [0, 5, 1, "", "des_b"], [0, 5, 1, "", "dim"], [0, 5, 1, "", "dims"], [0, 5, 1, "", "expectation_power"], [0, 5, 1, "", "expectation_product"], [0, 5, 1, "", "indices_to_strings"], [0, 5, 1, "", "linear_operator"], [0, 5, 1, "", "multireference_state"], [0, 5, 1, "", "one_hot"], [0, 5, 1, "", "simulate_qdrift_double_factorized"], [0, 5, 1, "", "simulate_trotter_double_factorized"], [0, 5, 1, "", "slater_determinant"], [0, 5, 1, "", "slater_determinant_one_rdm"], [0, 5, 1, "", "trace"]], "ffsim.DoubleFactorizedHamiltonian": [[0, 2, 1, "", "constant"], [0, 2, 1, "", "diag_coulomb_mats"], [0, 3, 1, "", "from_molecular_hamiltonian"], [0, 4, 1, "", "norb"], [0, 2, 1, "", "one_body_tensor"], [0, 2, 1, "", "orbital_rotations"], [0, 3, 1, "", "to_number_representation"], [0, 3, 1, "", "to_z_representation"], [0, 2, 1, "", "z_representation"]], "ffsim.FermionAction": [[0, 2, 1, "", "action"], [0, 2, 1, "", "orb"], [0, 2, 1, "", "spin"]], "ffsim.FermionOperator": [[0, 3, 1, "", "conserves_particle_number"], [0, 3, 1, "", "conserves_spin_z"], [0, 3, 1, "", "many_body_order"], [0, 3, 1, "", "normal_ordered"]], "ffsim.MolecularData": [[0, 2, 1, "", "core_energy"], [0, 2, 1, "", "dipole_integrals"], [0, 3, 1, "", "from_hartree_fock"], [0, 4, 1, "", "hamiltonian"], [0, 2, 1, "", "nelec"], [0, 2, 1, "", "norb"], [0, 2, 1, "", "one_body_tensor"], [0, 2, 1, "", "orbital_symmetries"], [0, 2, 1, "", "two_body_tensor"]], "ffsim.MolecularHamiltonian": [[0, 2, 1, "", "constant"], [0, 4, 1, "", "norb"], [0, 2, 1, "", "one_body_tensor"], [0, 2, 1, "", "two_body_tensor"]], "ffsim.UCJOperator": [[0, 2, 1, "", "diag_coulomb_mats_alpha_alpha"], [0, 2, 1, "", "diag_coulomb_mats_alpha_beta"], [0, 2, 1, "", "final_orbital_rotation"], [0, 3, 1, "", "from_parameters"], [0, 3, 1, "", "from_t_amplitudes"], [0, 4, 1, "", "n_reps"], [0, 4, 1, "", "norb"], [0, 2, 1, "", "orbital_rotations"], [0, 3, 1, "", "to_parameters"], [0, 3, 1, "", "to_t_amplitudes"]]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:attribute", "3": "py:method", "4": "py:property", "5": "py:function"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "attribute", "Python attribute"], "3": ["py", "method", "Python method"], "4": ["py", "property", "Python property"], "5": ["py", "function", "Python function"]}, "titleterms": {"ffsim": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13], "contract": 1, "gate": 2, "hamiltonian": [3, 14, 15], "linalg": 4, "oper": [5, 15], "protocol": 6, "random": 7, "state": 8, "test": 9, "trotter": [10, 15], "variat": 11, "welcom": 12, "": 12, "document": 12, "tutori": 12, "api": 12, "refer": 12, "modul": 12, "submodul": 12, "introduct": 13, "orbit": 14, "rotat": 14, "quadrat": 14, "time": 14, "evolut": 14, "diagon": 15, "coulomb": 15, "doubl": 15, "factor": 15, "simul": 15, "represent": 15, "molecular": 15, "brief": 15, "background": 15, "suzuki": 15, "formula": 15, "implement": 15, "The": [16, 18], "local": 16, "unitari": 16, "cluster": 16, "jastrow": 16, "lucj": 16, "ansatz": 16, "ucj": 16, "entangl": 17, "forg": 17, "fermionoper": 18, "class": 18}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "nbsphinx": 4, "sphinx": 60}, "alltitles": {"ffsim": [[0, "module-ffsim"]], "ffsim.contract": [[1, "ffsim-contract"]], "ffsim.gates": [[2, "ffsim-gates"]], "ffsim.hamiltonians": [[3, "ffsim-hamiltonians"]], "ffsim.linalg": [[4, "ffsim-linalg"]], "ffsim.operators": [[5, "ffsim-operators"]], "ffsim.protocols": [[6, "ffsim-protocols"]], "ffsim.random": [[7, "ffsim-random"]], "ffsim.states": [[8, "ffsim-states"]], "ffsim.testing": [[9, "ffsim-testing"]], "ffsim.trotter": [[10, "ffsim-trotter"]], "ffsim.variational": [[11, "ffsim-variational"]], "Welcome to ffsim\u2019s documentation!": [[12, "welcome-to-ffsim-s-documentation"]], "Tutorials": [[12, "tutorials"]], "API Reference": [[12, "api-reference"]], "ffsim module": [[12, "ffsim-module"]], "Submodules": [[12, "submodules"]], "Introduction to ffsim": [[13, "Introduction-to-ffsim"]], "Orbital rotations and quadratic Hamiltonians": [[14, "Orbital-rotations-and-quadratic-Hamiltonians"]], "Orbital rotations": [[14, "Orbital-rotations"]], "Time evolution by a quadratic Hamiltonian": [[14, "Time-evolution-by-a-quadratic-Hamiltonian"]], "Diagonal Coulomb operators and double-factorized Trotter simulation": [[15, "Diagonal-Coulomb-operators-and-double-factorized-Trotter-simulation"]], "Double-factorized representation of the molecular Hamiltonian": [[15, "Double-factorized-representation-of-the-molecular-Hamiltonian"]], "Trotter simulation of the double-factorized Hamiltonian": [[15, "Trotter-simulation-of-the-double-factorized-Hamiltonian"]], "Brief background on Trotter-Suzuki formulas": [[15, "Brief-background-on-Trotter-Suzuki-formulas"]], "Implementing Trotter simulation of the double-factorized Hamiltonian": [[15, "Implementing-Trotter-simulation-of-the-double-factorized-Hamiltonian"]], "The local unitary cluster Jastrow (LUCJ) ansatz": [[16, "The-local-unitary-cluster-Jastrow-(LUCJ)-ansatz"], [16, "id1"]], "The unitary cluster Jastrow (UCJ) ansatz": [[16, "The-unitary-cluster-Jastrow-(UCJ)-ansatz"]], "Entanglement forging": [[17, "Entanglement-forging"]], "The FermionOperator class": [[18, "The-FermionOperator-class"]]}, "indexentries": {"doublefactorizedhamiltonian (class in ffsim)": [[0, "ffsim.DoubleFactorizedHamiltonian"]], "fermionaction (class in ffsim)": [[0, "ffsim.FermionAction"]], "fermionoperator (class in ffsim)": [[0, "ffsim.FermionOperator"]], "hopgateansatzoperator (class in ffsim)": [[0, "ffsim.HopGateAnsatzOperator"]], "moleculardata (class in ffsim)": [[0, "ffsim.MolecularData"]], "molecularhamiltonian (class in ffsim)": [[0, "ffsim.MolecularHamiltonian"]], "supportsapplyunitary (class in ffsim)": [[0, "ffsim.SupportsApplyUnitary"]], "supportsapproximateequality (class in ffsim)": [[0, "ffsim.SupportsApproximateEquality"]], "supportslinearoperator (class in ffsim)": [[0, "ffsim.SupportsLinearOperator"]], "supportstrace (class in ffsim)": [[0, "ffsim.SupportsTrace"]], "ucjoperator (class in ffsim)": [[0, "ffsim.UCJOperator"]], "action (ffsim.fermionaction attribute)": [[0, "ffsim.FermionAction.action"]], "apply_diag_coulomb_evolution() (in module ffsim)": [[0, "ffsim.apply_diag_coulomb_evolution"]], "apply_fsim_gate() (in module ffsim)": [[0, "ffsim.apply_fsim_gate"]], "apply_givens_rotation() (in module ffsim)": [[0, "ffsim.apply_givens_rotation"]], "apply_hop_gate() (in module ffsim)": [[0, "ffsim.apply_hop_gate"]], "apply_num_interaction() (in module ffsim)": [[0, "ffsim.apply_num_interaction"]], "apply_num_num_interaction() (in module ffsim)": [[0, "ffsim.apply_num_num_interaction"]], "apply_num_op_prod_interaction() (in module ffsim)": [[0, "ffsim.apply_num_op_prod_interaction"]], "apply_num_op_sum_evolution() (in module ffsim)": [[0, "ffsim.apply_num_op_sum_evolution"]], "apply_orbital_rotation() (in module ffsim)": [[0, "ffsim.apply_orbital_rotation"]], "apply_tunneling_interaction() (in module ffsim)": [[0, "ffsim.apply_tunneling_interaction"]], "apply_unitary() (in module ffsim)": [[0, "ffsim.apply_unitary"]], "approx_eq() (in module ffsim)": [[0, "ffsim.approx_eq"]], "conserves_particle_number() (ffsim.fermionoperator method)": [[0, "ffsim.FermionOperator.conserves_particle_number"]], "conserves_spin_z() (ffsim.fermionoperator method)": [[0, "ffsim.FermionOperator.conserves_spin_z"]], "constant (ffsim.doublefactorizedhamiltonian attribute)": [[0, "ffsim.DoubleFactorizedHamiltonian.constant"]], "constant (ffsim.molecularhamiltonian attribute)": [[0, "ffsim.MolecularHamiltonian.constant"]], "core_energy (ffsim.moleculardata attribute)": [[0, "ffsim.MolecularData.core_energy"]], "cre() (in module ffsim)": [[0, "ffsim.cre"]], "cre_a() (in module ffsim)": [[0, "ffsim.cre_a"]], "cre_b() (in module ffsim)": [[0, "ffsim.cre_b"]], "des() (in module ffsim)": [[0, "ffsim.des"]], "des_a() (in module ffsim)": [[0, "ffsim.des_a"]], "des_b() (in module ffsim)": [[0, "ffsim.des_b"]], "diag_coulomb_mats (ffsim.doublefactorizedhamiltonian attribute)": [[0, "ffsim.DoubleFactorizedHamiltonian.diag_coulomb_mats"]], "diag_coulomb_mats_alpha_alpha (ffsim.ucjoperator attribute)": [[0, "ffsim.UCJOperator.diag_coulomb_mats_alpha_alpha"]], "diag_coulomb_mats_alpha_beta (ffsim.ucjoperator attribute)": [[0, "ffsim.UCJOperator.diag_coulomb_mats_alpha_beta"]], "dim() (in module ffsim)": [[0, "ffsim.dim"]], "dims() (in module ffsim)": [[0, "ffsim.dims"]], "dipole_integrals (ffsim.moleculardata attribute)": [[0, "ffsim.MolecularData.dipole_integrals"]], "expectation_power() (in module ffsim)": [[0, "ffsim.expectation_power"]], "expectation_product() (in module ffsim)": [[0, "ffsim.expectation_product"]], "ffsim": [[0, "module-ffsim"]], "final_orbital_rotation (ffsim.ucjoperator attribute)": [[0, "ffsim.UCJOperator.final_orbital_rotation"]], "from_hartree_fock() (ffsim.moleculardata static method)": [[0, "ffsim.MolecularData.from_hartree_fock"]], "from_molecular_hamiltonian() (ffsim.doublefactorizedhamiltonian static method)": [[0, "ffsim.DoubleFactorizedHamiltonian.from_molecular_hamiltonian"]], "from_parameters() (ffsim.ucjoperator static method)": [[0, "ffsim.UCJOperator.from_parameters"]], "from_t_amplitudes() (ffsim.ucjoperator static method)": [[0, "ffsim.UCJOperator.from_t_amplitudes"]], "hamiltonian (ffsim.moleculardata property)": [[0, "ffsim.MolecularData.hamiltonian"]], "indices_to_strings() (in module ffsim)": [[0, "ffsim.indices_to_strings"]], "linear_operator() (in module ffsim)": [[0, "ffsim.linear_operator"]], "many_body_order() (ffsim.fermionoperator method)": [[0, "ffsim.FermionOperator.many_body_order"]], "module": [[0, "module-ffsim"]], "multireference_state() (in module ffsim)": [[0, "ffsim.multireference_state"]], "n_reps (ffsim.ucjoperator property)": [[0, "ffsim.UCJOperator.n_reps"]], "nelec (ffsim.moleculardata attribute)": [[0, "ffsim.MolecularData.nelec"]], "norb (ffsim.doublefactorizedhamiltonian property)": [[0, "ffsim.DoubleFactorizedHamiltonian.norb"]], "norb (ffsim.moleculardata attribute)": [[0, "ffsim.MolecularData.norb"]], "norb (ffsim.molecularhamiltonian property)": [[0, "ffsim.MolecularHamiltonian.norb"]], "norb (ffsim.ucjoperator property)": [[0, "ffsim.UCJOperator.norb"]], "normal_ordered() (ffsim.fermionoperator method)": [[0, "ffsim.FermionOperator.normal_ordered"]], "one_body_tensor (ffsim.doublefactorizedhamiltonian attribute)": [[0, "ffsim.DoubleFactorizedHamiltonian.one_body_tensor"]], "one_body_tensor (ffsim.moleculardata attribute)": [[0, "ffsim.MolecularData.one_body_tensor"]], "one_body_tensor (ffsim.molecularhamiltonian attribute)": [[0, "ffsim.MolecularHamiltonian.one_body_tensor"]], "one_hot() (in module ffsim)": [[0, "ffsim.one_hot"]], "orb (ffsim.fermionaction attribute)": [[0, "ffsim.FermionAction.orb"]], "orbital_rotations (ffsim.doublefactorizedhamiltonian attribute)": [[0, "ffsim.DoubleFactorizedHamiltonian.orbital_rotations"]], "orbital_rotations (ffsim.ucjoperator attribute)": [[0, "ffsim.UCJOperator.orbital_rotations"]], "orbital_symmetries (ffsim.moleculardata attribute)": [[0, "ffsim.MolecularData.orbital_symmetries"]], "simulate_qdrift_double_factorized() (in module ffsim)": [[0, "ffsim.simulate_qdrift_double_factorized"]], "simulate_trotter_double_factorized() (in module ffsim)": [[0, "ffsim.simulate_trotter_double_factorized"]], "slater_determinant() (in module ffsim)": [[0, "ffsim.slater_determinant"]], "slater_determinant_one_rdm() (in module ffsim)": [[0, "ffsim.slater_determinant_one_rdm"]], "spin (ffsim.fermionaction attribute)": [[0, "ffsim.FermionAction.spin"]], "to_number_representation() (ffsim.doublefactorizedhamiltonian method)": [[0, "ffsim.DoubleFactorizedHamiltonian.to_number_representation"]], "to_parameters() (ffsim.ucjoperator method)": [[0, "ffsim.UCJOperator.to_parameters"]], "to_t_amplitudes() (ffsim.ucjoperator method)": [[0, "ffsim.UCJOperator.to_t_amplitudes"]], "to_z_representation() (ffsim.doublefactorizedhamiltonian method)": [[0, "ffsim.DoubleFactorizedHamiltonian.to_z_representation"]], "trace() (in module ffsim)": [[0, "ffsim.trace"]], "two_body_tensor (ffsim.moleculardata attribute)": [[0, "ffsim.MolecularData.two_body_tensor"]], "two_body_tensor (ffsim.molecularhamiltonian attribute)": [[0, "ffsim.MolecularHamiltonian.two_body_tensor"]], "z_representation (ffsim.doublefactorizedhamiltonian attribute)": [[0, "ffsim.DoubleFactorizedHamiltonian.z_representation"]]}}) \ No newline at end of file diff --git a/tutorials/01-introduction.ipynb b/tutorials/01-introduction.ipynb index 7c97f92d2..eb6296423 100644 --- a/tutorials/01-introduction.ipynb +++ b/tutorials/01-introduction.ipynb @@ -16,10 +16,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:21:54.675927Z", - "iopub.status.busy": "2023-10-25T20:21:54.675704Z", - "iopub.status.idle": "2023-10-25T20:21:54.970497Z", - "shell.execute_reply": "2023-10-25T20:21:54.969938Z" + "iopub.execute_input": "2023-10-25T20:35:03.177848Z", + "iopub.status.busy": "2023-10-25T20:35:03.177651Z", + "iopub.status.idle": "2023-10-25T20:35:03.459674Z", + "shell.execute_reply": "2023-10-25T20:35:03.459100Z" } }, "outputs": [], @@ -62,10 +62,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:21:54.973864Z", - "iopub.status.busy": "2023-10-25T20:21:54.973471Z", - "iopub.status.idle": "2023-10-25T20:21:54.978330Z", - "shell.execute_reply": "2023-10-25T20:21:54.977824Z" + "iopub.execute_input": "2023-10-25T20:35:03.463614Z", + "iopub.status.busy": "2023-10-25T20:35:03.462457Z", + "iopub.status.idle": "2023-10-25T20:35:03.467607Z", + "shell.execute_reply": "2023-10-25T20:35:03.467142Z" } }, "outputs": [], @@ -93,10 +93,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:21:54.980716Z", - "iopub.status.busy": "2023-10-25T20:21:54.980477Z", - "iopub.status.idle": "2023-10-25T20:21:54.984122Z", - "shell.execute_reply": "2023-10-25T20:21:54.983581Z" + "iopub.execute_input": "2023-10-25T20:35:03.471408Z", + "iopub.status.busy": "2023-10-25T20:35:03.470463Z", + "iopub.status.idle": "2023-10-25T20:35:03.474338Z", + "shell.execute_reply": "2023-10-25T20:35:03.473884Z" } }, "outputs": [], diff --git a/tutorials/02-orbital-rotation.ipynb b/tutorials/02-orbital-rotation.ipynb index 6473e7148..fa69ae294 100644 --- a/tutorials/02-orbital-rotation.ipynb +++ b/tutorials/02-orbital-rotation.ipynb @@ -43,10 +43,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:21:56.483934Z", - "iopub.status.busy": "2023-10-25T20:21:56.483369Z", - "iopub.status.idle": "2023-10-25T20:21:56.779886Z", - "shell.execute_reply": "2023-10-25T20:21:56.779271Z" + "iopub.execute_input": "2023-10-25T20:35:04.971468Z", + "iopub.status.busy": "2023-10-25T20:35:04.971111Z", + "iopub.status.idle": "2023-10-25T20:35:05.249674Z", + "shell.execute_reply": "2023-10-25T20:35:05.249132Z" } }, "outputs": [], @@ -111,10 +111,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:21:56.783618Z", - "iopub.status.busy": "2023-10-25T20:21:56.783130Z", - "iopub.status.idle": "2023-10-25T20:21:56.809491Z", - "shell.execute_reply": "2023-10-25T20:21:56.808959Z" + "iopub.execute_input": "2023-10-25T20:35:05.253297Z", + "iopub.status.busy": "2023-10-25T20:35:05.252823Z", + "iopub.status.idle": "2023-10-25T20:35:05.277147Z", + "shell.execute_reply": "2023-10-25T20:35:05.276659Z" } }, "outputs": [], @@ -158,10 +158,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:21:56.813179Z", - "iopub.status.busy": "2023-10-25T20:21:56.812782Z", - "iopub.status.idle": "2023-10-25T20:21:56.823844Z", - "shell.execute_reply": "2023-10-25T20:21:56.823334Z" + "iopub.execute_input": "2023-10-25T20:35:05.280112Z", + "iopub.status.busy": "2023-10-25T20:35:05.279739Z", + "iopub.status.idle": "2023-10-25T20:35:05.294878Z", + "shell.execute_reply": "2023-10-25T20:35:05.294367Z" } }, "outputs": [], @@ -201,10 +201,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:21:56.827505Z", - "iopub.status.busy": "2023-10-25T20:21:56.827212Z", - "iopub.status.idle": "2023-10-25T20:21:56.832798Z", - "shell.execute_reply": "2023-10-25T20:21:56.832278Z" + "iopub.execute_input": "2023-10-25T20:35:05.297632Z", + "iopub.status.busy": "2023-10-25T20:35:05.297293Z", + "iopub.status.idle": "2023-10-25T20:35:05.303392Z", + "shell.execute_reply": "2023-10-25T20:35:05.302944Z" } }, "outputs": [], diff --git a/tutorials/03-double-factorized.html b/tutorials/03-double-factorized.html index a61ae687d..b29bd0431 100644 --- a/tutorials/03-double-factorized.html +++ b/tutorials/03-double-factorized.html @@ -135,44 +135,44 @@

Double-factorized representation of the molecular Hamiltonian 
-Fidelity of Trotter-evolved state with exact state: 0.9999906233109686
+Fidelity of Trotter-evolved state with exact state: 0.9999906233109683

As mentioned above, ffsim already includes functionality for Trotter simulation of double-factorized Hamiltonians. The implementation in ffsim includes higher-order Trotter-Suzuki formulas. The first-order asymmetric formula that we just implemented corresponds to order=0 in ffsim’s implementation. order=1 corresponds to the first-order symmetric (commonly known as the second-order) formula, order=2 corresponds to the second-order symmetric (fourth-order) formula, and so on.

@@ -407,7 +407,7 @@

Implementing Trotter simulation of the double-factorized Hamiltonian 
-Fidelity of Trotter-evolved state with exact state: 0.9999906233109686
+Fidelity of Trotter-evolved state with exact state: 0.9999906233109683

A higher order formula achieves a higher fidelity with fewer Trotter steps:

@@ -435,7 +435,7 @@

Implementing Trotter simulation of the double-factorized Hamiltonian 
-Fidelity of Trotter-evolved state with exact state: 0.9999999336740067
+Fidelity of Trotter-evolved state with exact state: 0.9999999336740071

diff --git a/tutorials/03-double-factorized.ipynb b/tutorials/03-double-factorized.ipynb index f1ae49482..9420e0f89 100644 --- a/tutorials/03-double-factorized.ipynb +++ b/tutorials/03-double-factorized.ipynb @@ -43,10 +43,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:21:58.554855Z", - "iopub.status.busy": "2023-10-25T20:21:58.554654Z", - "iopub.status.idle": "2023-10-25T20:21:58.952682Z", - "shell.execute_reply": "2023-10-25T20:21:58.952002Z" + "iopub.execute_input": "2023-10-25T20:35:06.830652Z", + "iopub.status.busy": "2023-10-25T20:35:06.830244Z", + "iopub.status.idle": "2023-10-25T20:35:07.218102Z", + "shell.execute_reply": "2023-10-25T20:35:07.217498Z" } }, "outputs": [ @@ -92,10 +92,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:21:58.956199Z", - "iopub.status.busy": "2023-10-25T20:21:58.955678Z", - "iopub.status.idle": "2023-10-25T20:21:58.962350Z", - "shell.execute_reply": "2023-10-25T20:21:58.961820Z" + "iopub.execute_input": "2023-10-25T20:35:07.222122Z", + "iopub.status.busy": "2023-10-25T20:35:07.221083Z", + "iopub.status.idle": "2023-10-25T20:35:07.228822Z", + "shell.execute_reply": "2023-10-25T20:35:07.228363Z" } }, "outputs": [ @@ -110,44 +110,44 @@ " [-5.57029092e-17 -6.77238770e-01]]\n", "\n", "Two-body tensor:\n", - "[[[[5.23173938e-01 3.58782168e-17]\n", - " [3.58782168e-17 5.33545754e-01]]\n", + "[[[[0.52317394 0. ]\n", + " [0. 0.53354575]]\n", "\n", - " [[2.49859013e-17 2.48240570e-01]\n", - " [2.48240570e-01 4.83067333e-17]]]\n", + " [[0. 0.24824057]\n", + " [0.24824057 0. ]]]\n", "\n", "\n", - " [[[2.49859013e-17 2.48240570e-01]\n", - " [2.48240570e-01 4.83067333e-17]]\n", + " [[[0. 0.24824057]\n", + " [0.24824057 0. ]]\n", "\n", - " [[5.33545754e-01 4.01841799e-17]\n", - " [4.01841799e-17 5.53132024e-01]]]]\n", + " [[0.53354575 0. ]\n", + " [0. 0.55313202]]]]\n", "\n", "Double-factorized representation\n", "--------------------------------\n", "One-body tensor:\n", - "[[-1.21318608e+00 -1.27383424e-16]\n", - " [-8.82879498e-17 -1.07792507e+00]]\n", + "[[-1.21318608e+00 -8.52909490e-17]\n", + " [-5.57029092e-17 -1.07792507e+00]]\n", "\n", "Diagonal Coulomb matrices:\n", - "[[[ 5.14653029e-01 5.33545754e-01]\n", - " [ 5.33545754e-01 5.53132024e-01]]\n", + "[[[ 0.51465303 0.53354575]\n", + " [ 0.53354575 0.55313202]]\n", "\n", - " [[ 2.48240570e-01 -2.48240570e-01]\n", - " [-2.48240570e-01 2.48240570e-01]]\n", + " [[ 0.24824057 -0.24824057]\n", + " [-0.24824057 0.24824057]]\n", "\n", - " [[ 2.27521846e-62 -1.39236953e-32]\n", - " [-1.39236953e-32 8.52090881e-03]]]\n", + " [[ 0. 0. ]\n", + " [ 0. 0.00852091]]]\n", "\n", "Orbital rotations:\n", - "[[[ 1.00000000e+00 0.00000000e+00]\n", - " [ 0.00000000e+00 1.00000000e+00]]\n", + "[[[ 1. 0. ]\n", + " [ 0. 1. ]]\n", "\n", - " [[-7.07106781e-01 -7.07106781e-01]\n", - " [ 7.07106781e-01 -7.07106781e-01]]\n", + " [[-0.70710678 0.70710678]\n", + " [ 0.70710678 0.70710678]]\n", "\n", - " [[-1.27830444e-15 -1.00000000e+00]\n", - " [-1.00000000e+00 1.27830444e-15]]]\n" + " [[ 0. 1. ]\n", + " [ 1. 0. ]]]\n" ] } ], @@ -226,10 +226,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:21:58.964994Z", - "iopub.status.busy": "2023-10-25T20:21:58.964800Z", - "iopub.status.idle": "2023-10-25T20:21:58.969237Z", - "shell.execute_reply": "2023-10-25T20:21:58.968662Z" + "iopub.execute_input": "2023-10-25T20:35:07.231721Z", + "iopub.status.busy": "2023-10-25T20:35:07.231326Z", + "iopub.status.idle": "2023-10-25T20:35:07.235822Z", + "shell.execute_reply": "2023-10-25T20:35:07.235383Z" } }, "outputs": [], @@ -284,10 +284,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:21:58.971561Z", - "iopub.status.busy": "2023-10-25T20:21:58.971370Z", - "iopub.status.idle": "2023-10-25T20:21:58.975805Z", - "shell.execute_reply": "2023-10-25T20:21:58.975300Z" + "iopub.execute_input": "2023-10-25T20:35:07.238237Z", + "iopub.status.busy": "2023-10-25T20:35:07.237944Z", + "iopub.status.idle": "2023-10-25T20:35:07.241544Z", + "shell.execute_reply": "2023-10-25T20:35:07.241102Z" } }, "outputs": [], @@ -324,10 +324,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:21:58.978437Z", - "iopub.status.busy": "2023-10-25T20:21:58.978080Z", - "iopub.status.idle": "2023-10-25T20:21:58.982595Z", - "shell.execute_reply": "2023-10-25T20:21:58.982136Z" + "iopub.execute_input": "2023-10-25T20:35:07.244003Z", + "iopub.status.busy": "2023-10-25T20:35:07.243667Z", + "iopub.status.idle": "2023-10-25T20:35:07.248163Z", + "shell.execute_reply": "2023-10-25T20:35:07.247733Z" } }, "outputs": [ @@ -366,10 +366,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:21:58.985006Z", - "iopub.status.busy": "2023-10-25T20:21:58.984666Z", - "iopub.status.idle": "2023-10-25T20:21:58.993265Z", - "shell.execute_reply": "2023-10-25T20:21:58.992815Z" + "iopub.execute_input": "2023-10-25T20:35:07.250637Z", + "iopub.status.busy": "2023-10-25T20:35:07.250292Z", + "iopub.status.idle": "2023-10-25T20:35:07.259162Z", + "shell.execute_reply": "2023-10-25T20:35:07.258584Z" } }, "outputs": [ @@ -408,10 +408,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:21:58.995587Z", - "iopub.status.busy": "2023-10-25T20:21:58.995290Z", - "iopub.status.idle": "2023-10-25T20:21:59.002511Z", - "shell.execute_reply": "2023-10-25T20:21:59.002043Z" + "iopub.execute_input": "2023-10-25T20:35:07.261363Z", + "iopub.status.busy": "2023-10-25T20:35:07.261182Z", + "iopub.status.idle": "2023-10-25T20:35:07.268841Z", + "shell.execute_reply": "2023-10-25T20:35:07.268302Z" } }, "outputs": [ @@ -449,10 +449,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:21:59.004680Z", - "iopub.status.busy": "2023-10-25T20:21:59.004486Z", - "iopub.status.idle": "2023-10-25T20:21:59.041121Z", - "shell.execute_reply": "2023-10-25T20:21:59.040653Z" + "iopub.execute_input": "2023-10-25T20:35:07.272245Z", + "iopub.status.busy": "2023-10-25T20:35:07.271971Z", + "iopub.status.idle": "2023-10-25T20:35:07.310868Z", + "shell.execute_reply": "2023-10-25T20:35:07.310326Z" } }, "outputs": [ @@ -460,7 +460,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Fidelity of Trotter-evolved state with exact state: 0.9999906233109686\n" + "Fidelity of Trotter-evolved state with exact state: 0.9999906233109683\n" ] } ], @@ -492,10 +492,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:21:59.043638Z", - "iopub.status.busy": "2023-10-25T20:21:59.043332Z", - "iopub.status.idle": "2023-10-25T20:21:59.070826Z", - "shell.execute_reply": "2023-10-25T20:21:59.070341Z" + "iopub.execute_input": "2023-10-25T20:35:07.313500Z", + "iopub.status.busy": "2023-10-25T20:35:07.313201Z", + "iopub.status.idle": "2023-10-25T20:35:07.345334Z", + "shell.execute_reply": "2023-10-25T20:35:07.344444Z" } }, "outputs": [ @@ -503,7 +503,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Fidelity of Trotter-evolved state with exact state: 0.9999906233109686\n" + "Fidelity of Trotter-evolved state with exact state: 0.9999906233109683\n" ] } ], @@ -534,10 +534,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:21:59.073522Z", - "iopub.status.busy": "2023-10-25T20:21:59.073215Z", - "iopub.status.idle": "2023-10-25T20:21:59.085212Z", - "shell.execute_reply": "2023-10-25T20:21:59.084766Z" + "iopub.execute_input": "2023-10-25T20:35:07.347751Z", + "iopub.status.busy": "2023-10-25T20:35:07.347571Z", + "iopub.status.idle": "2023-10-25T20:35:07.361969Z", + "shell.execute_reply": "2023-10-25T20:35:07.361089Z" } }, "outputs": [ @@ -545,7 +545,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Fidelity of Trotter-evolved state with exact state: 0.9999999336740067\n" + "Fidelity of Trotter-evolved state with exact state: 0.9999999336740071\n" ] } ], diff --git a/tutorials/04-lucj.html b/tutorials/04-lucj.html index 1a818ce87..71e1918e6 100644 --- a/tutorials/04-lucj.html +++ b/tutorials/04-lucj.html @@ -95,7 +95,7 @@

The local unitary cluster Jastrow (LUCJ) ansatz 
-converged SCF energy = -77.4456267643962
+converged SCF energy = -77.4456267643961
 CASCI E = -77.6290254326717  E(CI) = -3.57322412553862  S^2 = 0.0000000
@@ -150,8 +150,8 @@

The unitary cluster Jastrow (UCJ) ansatz 
-E(CCSD) = -77.49387212754471  E_corr = -0.04824536314851481
-Energy at initialialization: -77.46975600021685
+E(CCSD) = -77.49387212754462  E_corr = -0.04824536314851294
+Energy at initialialization: -77.46975600021707

To facilitate variational optimization of the ansatz, UCJOperator implements methods for conversion to and from a vector of real-valued parameters. The precise relation between a parameter vector and the matrices of the UCJ operator is somewhat complicated. In short, the parameter vector stores the entries of the UCJ matrices in a non-redundant way (for the orbital rotations, the parameter vector actually stores the entries of their generators.)

@@ -192,12 +192,12 @@

The unitary cluster Jastrow (UCJ) ansatz\n" ] } @@ -251,10 +251,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:22:56.087244Z", - "iopub.status.busy": "2023-10-25T20:22:56.086919Z", - "iopub.status.idle": "2023-10-25T20:24:15.899979Z", - "shell.execute_reply": "2023-10-25T20:24:15.899402Z" + "iopub.execute_input": "2023-10-25T20:35:55.831065Z", + "iopub.status.busy": "2023-10-25T20:35:55.830860Z", + "iopub.status.idle": "2023-10-25T20:37:01.553068Z", + "shell.execute_reply": "2023-10-25T20:37:01.552567Z" } }, "outputs": [ @@ -266,12 +266,12 @@ " message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH\n", " success: True\n", " status: 0\n", - " fun: -77.6280696593387\n", - " x: [ 2.256e+00 4.570e-01 ... -6.100e-01 4.518e-02]\n", - " nit: 586\n", - " jac: [ 6.963e-05 7.674e-05 ... 2.615e-04 -3.823e-04]\n", - " nfev: 28905\n", - " njev: 615\n", + " fun: -77.62872959177449\n", + " x: [-4.398e-01 1.209e+00 ... 9.303e-01 -3.817e-01]\n", + " nit: 467\n", + " jac: [ 7.788e-04 -1.293e-04 ... 5.684e-05 7.390e-05]\n", + " nfev: 23641\n", + " njev: 503\n", " hess_inv: <46x46 LbfgsInvHessProduct with dtype=float64>\n" ] } diff --git a/tutorials/05-entanglement-forging.html b/tutorials/05-entanglement-forging.html index ee12b570a..e25281439 100644 --- a/tutorials/05-entanglement-forging.html +++ b/tutorials/05-entanglement-forging.html @@ -139,7 +139,7 @@

Entanglement forging 
-Energy at initialialization: -75.68366174447618
+Energy at initialialization: -75.68366174447621
@@ -178,7 +178,7 @@

Entanglement forgingThe FermionOperator class 
 FermionOperator({
-    (cre_b(1), des_b(5), cre_a(4)): 1+1j,
     (cre_a(0), des_a(3)): 0.5,
-    (cre_a(3), des_a(0)): -0.25
+    (cre_a(3), des_a(0)): -0.25,
+    (cre_b(1), des_b(5), cre_a(4)): 1+1j
 })

@@ -99,7 +99,7 @@

The FermionOperator class 
-'FermionOperator({((True, True, 1), (False, True, 5), (True, False, 4)): 1+1j, ((True, False, 0), (False, False, 3)): 0.5+0j, ((True, False, 3), (False, False, 0)): -0.25+0j})'
+'FermionOperator({((True, False, 0), (False, False, 3)): 0.5+0j, ((True, False, 3), (False, False, 0)): -0.25+0j, ((True, True, 1), (False, True, 5), (True, False, 4)): 1+1j})'

FermionOperators support arithmetic operations. Note that when multiplying a FermionOperator by a scalar, the scalar must go on the left, i.e. 2 * op and not op * 2.

@@ -127,17 +127,17 @@

The FermionOperator class 
 FermionOperator({
-    (cre_b(1), des_b(5), cre_a(4), des_a(3), des_b(3)): -0.25-0.25j,
-    (cre_b(2)): 0-0.25j,
+    (cre_a(0), des_a(3), cre_b(2)): 0+0.5j,
     (cre_a(0), des_a(3)): 1,
+    (cre_a(3), des_a(0)): -0.5,
     (cre_b(1), des_b(5), cre_a(4), cre_b(2)): -1+1j,
-    (cre_a(3), des_a(0), des_a(3), des_b(3)): 0.0625,
+    (cre_a(3), des_a(0), cre_b(2)): 0-0.25j,
+    (cre_b(2)): 0-0.25j,
+    (cre_b(1), des_b(5), cre_a(4)): 2+2j,
     (des_a(3), des_b(3)): 0.0625,
+    (cre_a(3), des_a(0), des_a(3), des_b(3)): 0.0625,
     (cre_a(0), des_a(3), des_a(3), des_b(3)): -0.125,
-    (cre_b(1), des_b(5), cre_a(4)): 2+2j,
-    (cre_a(0), des_a(3), cre_b(2)): 0+0.5j,
-    (cre_a(3), des_a(0)): -0.5,
-    (cre_a(3), des_a(0), cre_b(2)): 0-0.25j
+    (cre_b(1), des_b(5), cre_a(4), des_a(3), des_b(3)): -0.25-0.25j
 })
@@ -162,17 +162,17 @@

The FermionOperator class 
 FermionOperator({
-    (cre_b(1), des_b(5), cre_a(4), des_a(3), des_b(3)): -1+1j,
-    (cre_b(2)): -5,
+    (cre_a(0), des_a(3), cre_b(2)): 2,
     (cre_a(0), des_a(3)): 0-6j,
+    (cre_a(3), des_a(0)): 0+3j,
     (cre_b(1), des_b(5), cre_a(4), cre_b(2)): 4+4j,
-    (cre_a(3), des_a(0), des_a(3), des_b(3)): 0-0.25j,
+    (cre_a(3), des_a(0), cre_b(2)): -1,
+    (cre_b(2)): -5,
+    (cre_b(1), des_b(5), cre_a(4)): 12-12j,
     (des_a(3), des_b(3)): 0-1.25j,
+    (cre_a(3), des_a(0), des_a(3), des_b(3)): 0-0.25j,
     (cre_a(0), des_a(3), des_a(3), des_b(3)): 0+0.5j,
-    (cre_b(1), des_b(5), cre_a(4)): 12-12j,
-    (cre_a(0), des_a(3), cre_b(2)): 2,
-    (cre_a(3), des_a(0)): 0+3j,
-    (cre_a(3), des_a(0), cre_b(2)): -1
+    (cre_b(1), des_b(5), cre_a(4), des_a(3), des_b(3)): -1+1j
 })
@@ -194,15 +194,15 @@

The FermionOperator class
 FermionOperator({
     (cre_b(1), cre_a(4), des_b(5), des_b(3), des_a(3)): -1+1j,
-    (cre_b(1), cre_a(4), des_b(5)): -12+12j,
-    (cre_a(3), des_b(3), des_a(3), des_a(0)): 0+0.25j,
-    (cre_a(0), des_a(3)): 0-6j,
     (cre_b(2), cre_a(0), des_a(3)): 2,
-    (des_b(3), des_a(3)): 0+1.25j,
+    (cre_b(2)): -5,
+    (cre_b(2), cre_b(1), cre_a(4), des_b(5)): 4+4j,
     (cre_b(2), cre_a(3), des_a(0)): -1,
+    (des_b(3), des_a(3)): 0+1.25j,
+    (cre_b(1), cre_a(4), des_b(5)): -12+12j,
     (cre_a(3), des_a(0)): 0+3j,
-    (cre_b(2), cre_b(1), cre_a(4), des_b(5)): 4+4j,
-    (cre_b(2)): -5
+    (cre_a(0), des_a(3)): 0-6j,
+    (cre_a(3), des_b(3), des_a(3), des_a(0)): 0+0.25j
 })
@@ -271,11 +271,11 @@

The FermionOperator class 
-array([0.        +0.j        , 0.        +0.j        ,
-       0.        +0.j        , 0.        +0.j        ,
-       0.14019459+0.05152728j, 0.        +0.j        ,
-       0.        +0.j        , 0.        +0.j        ,
-       0.        +0.j        ])
+array([ 0.        +0.j        ,  0.        +0.j        ,
+        0.        +0.j        ,  0.        +0.j        ,
+       -0.11830879-0.02112505j,  0.        +0.j        ,
+        0.        +0.j        ,  0.        +0.j        ,
+        0.        +0.j        ])

It can also be passed into most linear algebra routines in scipy.sparse.linalg.

diff --git a/tutorials/06-fermion-operator.ipynb b/tutorials/06-fermion-operator.ipynb index 1be1409fa..dc8cac7d6 100644 --- a/tutorials/06-fermion-operator.ipynb +++ b/tutorials/06-fermion-operator.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.457139Z", - "iopub.status.busy": "2023-10-25T20:24:21.456721Z", - "iopub.status.idle": "2023-10-25T20:24:21.754896Z", - "shell.execute_reply": "2023-10-25T20:24:21.754301Z" + "iopub.execute_input": "2023-10-25T20:37:06.834339Z", + "iopub.status.busy": "2023-10-25T20:37:06.833983Z", + "iopub.status.idle": "2023-10-25T20:37:07.114724Z", + "shell.execute_reply": "2023-10-25T20:37:07.114192Z" } }, "outputs": [ @@ -40,9 +40,9 @@ "data": { "text/plain": [ "FermionOperator({\n", - " (cre_b(1), des_b(5), cre_a(4)): 1+1j,\n", " (cre_a(0), des_a(3)): 0.5,\n", - " (cre_a(3), des_a(0)): -0.25\n", + " (cre_a(3), des_a(0)): -0.25,\n", + " (cre_b(1), des_b(5), cre_a(4)): 1+1j\n", "})" ] }, @@ -76,17 +76,17 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.757956Z", - "iopub.status.busy": "2023-10-25T20:24:21.757656Z", - "iopub.status.idle": "2023-10-25T20:24:21.766508Z", - "shell.execute_reply": "2023-10-25T20:24:21.762905Z" + "iopub.execute_input": "2023-10-25T20:37:07.118784Z", + "iopub.status.busy": "2023-10-25T20:37:07.117777Z", + "iopub.status.idle": "2023-10-25T20:37:07.123505Z", + "shell.execute_reply": "2023-10-25T20:37:07.123048Z" } }, "outputs": [ { "data": { "text/plain": [ - "'FermionOperator({((True, True, 1), (False, True, 5), (True, False, 4)): 1+1j, ((True, False, 0), (False, False, 3)): 0.5+0j, ((True, False, 3), (False, False, 0)): -0.25+0j})'" + "'FermionOperator({((True, False, 0), (False, False, 3)): 0.5+0j, ((True, False, 3), (False, False, 0)): -0.25+0j, ((True, True, 1), (False, True, 5), (True, False, 4)): 1+1j})'" ] }, "execution_count": 2, @@ -110,10 +110,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.769556Z", - "iopub.status.busy": "2023-10-25T20:24:21.769352Z", - "iopub.status.idle": "2023-10-25T20:24:21.775327Z", - "shell.execute_reply": "2023-10-25T20:24:21.774828Z" + "iopub.execute_input": "2023-10-25T20:37:07.127103Z", + "iopub.status.busy": "2023-10-25T20:37:07.126199Z", + "iopub.status.idle": "2023-10-25T20:37:07.132512Z", + "shell.execute_reply": "2023-10-25T20:37:07.132066Z" } }, "outputs": [ @@ -121,17 +121,17 @@ "data": { "text/plain": [ "FermionOperator({\n", - " (cre_b(1), des_b(5), cre_a(4), des_a(3), des_b(3)): -0.25-0.25j,\n", - " (cre_b(2)): 0-0.25j,\n", + " (cre_a(0), des_a(3), cre_b(2)): 0+0.5j,\n", " (cre_a(0), des_a(3)): 1,\n", + " (cre_a(3), des_a(0)): -0.5,\n", " (cre_b(1), des_b(5), cre_a(4), cre_b(2)): -1+1j,\n", - " (cre_a(3), des_a(0), des_a(3), des_b(3)): 0.0625,\n", + " (cre_a(3), des_a(0), cre_b(2)): 0-0.25j,\n", + " (cre_b(2)): 0-0.25j,\n", + " (cre_b(1), des_b(5), cre_a(4)): 2+2j,\n", " (des_a(3), des_b(3)): 0.0625,\n", + " (cre_a(3), des_a(0), des_a(3), des_b(3)): 0.0625,\n", " (cre_a(0), des_a(3), des_a(3), des_b(3)): -0.125,\n", - " (cre_b(1), des_b(5), cre_a(4)): 2+2j,\n", - " (cre_a(0), des_a(3), cre_b(2)): 0+0.5j,\n", - " (cre_a(3), des_a(0)): -0.5,\n", - " (cre_a(3), des_a(0), cre_b(2)): 0-0.25j\n", + " (cre_b(1), des_b(5), cre_a(4), des_a(3), des_b(3)): -0.25-0.25j\n", "})" ] }, @@ -169,10 +169,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.777921Z", - "iopub.status.busy": "2023-10-25T20:24:21.777727Z", - "iopub.status.idle": "2023-10-25T20:24:21.783143Z", - "shell.execute_reply": "2023-10-25T20:24:21.782591Z" + "iopub.execute_input": "2023-10-25T20:37:07.136109Z", + "iopub.status.busy": "2023-10-25T20:37:07.135213Z", + "iopub.status.idle": "2023-10-25T20:37:07.140929Z", + "shell.execute_reply": "2023-10-25T20:37:07.140482Z" } }, "outputs": [ @@ -180,17 +180,17 @@ "data": { "text/plain": [ "FermionOperator({\n", - " (cre_b(1), des_b(5), cre_a(4), des_a(3), des_b(3)): -1+1j,\n", - " (cre_b(2)): -5,\n", + " (cre_a(0), des_a(3), cre_b(2)): 2,\n", " (cre_a(0), des_a(3)): 0-6j,\n", + " (cre_a(3), des_a(0)): 0+3j,\n", " (cre_b(1), des_b(5), cre_a(4), cre_b(2)): 4+4j,\n", - " (cre_a(3), des_a(0), des_a(3), des_b(3)): 0-0.25j,\n", + " (cre_a(3), des_a(0), cre_b(2)): -1,\n", + " (cre_b(2)): -5,\n", + " (cre_b(1), des_b(5), cre_a(4)): 12-12j,\n", " (des_a(3), des_b(3)): 0-1.25j,\n", + " (cre_a(3), des_a(0), des_a(3), des_b(3)): 0-0.25j,\n", " (cre_a(0), des_a(3), des_a(3), des_b(3)): 0+0.5j,\n", - " (cre_b(1), des_b(5), cre_a(4)): 12-12j,\n", - " (cre_a(0), des_a(3), cre_b(2)): 2,\n", - " (cre_a(3), des_a(0)): 0+3j,\n", - " (cre_a(3), des_a(0), cre_b(2)): -1\n", + " (cre_b(1), des_b(5), cre_a(4), des_a(3), des_b(3)): -1+1j\n", "})" ] }, @@ -219,10 +219,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.785979Z", - "iopub.status.busy": "2023-10-25T20:24:21.785785Z", - "iopub.status.idle": "2023-10-25T20:24:21.790767Z", - "shell.execute_reply": "2023-10-25T20:24:21.790264Z" + "iopub.execute_input": "2023-10-25T20:37:07.144466Z", + "iopub.status.busy": "2023-10-25T20:37:07.143573Z", + "iopub.status.idle": "2023-10-25T20:37:07.149049Z", + "shell.execute_reply": "2023-10-25T20:37:07.148600Z" } }, "outputs": [ @@ -231,15 +231,15 @@ "text/plain": [ "FermionOperator({\n", " (cre_b(1), cre_a(4), des_b(5), des_b(3), des_a(3)): -1+1j,\n", - " (cre_b(1), cre_a(4), des_b(5)): -12+12j,\n", - " (cre_a(3), des_b(3), des_a(3), des_a(0)): 0+0.25j,\n", - " (cre_a(0), des_a(3)): 0-6j,\n", " (cre_b(2), cre_a(0), des_a(3)): 2,\n", - " (des_b(3), des_a(3)): 0+1.25j,\n", + " (cre_b(2)): -5,\n", + " (cre_b(2), cre_b(1), cre_a(4), des_b(5)): 4+4j,\n", " (cre_b(2), cre_a(3), des_a(0)): -1,\n", + " (des_b(3), des_a(3)): 0+1.25j,\n", + " (cre_b(1), cre_a(4), des_b(5)): -12+12j,\n", " (cre_a(3), des_a(0)): 0+3j,\n", - " (cre_b(2), cre_b(1), cre_a(4), des_b(5)): 4+4j,\n", - " (cre_b(2)): -5\n", + " (cre_a(0), des_a(3)): 0-6j,\n", + " (cre_a(3), des_b(3), des_a(3), des_a(0)): 0+0.25j\n", "})" ] }, @@ -264,10 +264,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.793387Z", - "iopub.status.busy": "2023-10-25T20:24:21.793193Z", - "iopub.status.idle": "2023-10-25T20:24:21.797643Z", - "shell.execute_reply": "2023-10-25T20:24:21.797144Z" + "iopub.execute_input": "2023-10-25T20:37:07.152630Z", + "iopub.status.busy": "2023-10-25T20:37:07.151744Z", + "iopub.status.idle": "2023-10-25T20:37:07.156781Z", + "shell.execute_reply": "2023-10-25T20:37:07.156331Z" } }, "outputs": [ @@ -297,10 +297,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.800381Z", - "iopub.status.busy": "2023-10-25T20:24:21.800192Z", - "iopub.status.idle": "2023-10-25T20:24:21.805824Z", - "shell.execute_reply": "2023-10-25T20:24:21.805322Z" + "iopub.execute_input": "2023-10-25T20:37:07.160764Z", + "iopub.status.busy": "2023-10-25T20:37:07.159841Z", + "iopub.status.idle": "2023-10-25T20:37:07.166312Z", + "shell.execute_reply": "2023-10-25T20:37:07.165878Z" } }, "outputs": [ @@ -340,21 +340,21 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.808537Z", - "iopub.status.busy": "2023-10-25T20:24:21.808342Z", - "iopub.status.idle": "2023-10-25T20:24:21.816002Z", - "shell.execute_reply": "2023-10-25T20:24:21.815505Z" + "iopub.execute_input": "2023-10-25T20:37:07.170009Z", + "iopub.status.busy": "2023-10-25T20:37:07.169123Z", + "iopub.status.idle": "2023-10-25T20:37:07.176665Z", + "shell.execute_reply": "2023-10-25T20:37:07.176224Z" } }, "outputs": [ { "data": { "text/plain": [ - "array([0. +0.j , 0. +0.j ,\n", - " 0. +0.j , 0. +0.j ,\n", - " 0.14019459+0.05152728j, 0. +0.j ,\n", - " 0. +0.j , 0. +0.j ,\n", - " 0. +0.j ])" + "array([ 0. +0.j , 0. +0.j ,\n", + " 0. +0.j , 0. +0.j ,\n", + " -0.11830879-0.02112505j, 0. +0.j ,\n", + " 0. +0.j , 0. +0.j ,\n", + " 0. +0.j ])" ] }, "execution_count": 8, @@ -379,10 +379,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-10-25T20:24:21.818749Z", - "iopub.status.busy": "2023-10-25T20:24:21.818558Z", - "iopub.status.idle": "2023-10-25T20:24:21.831581Z", - "shell.execute_reply": "2023-10-25T20:24:21.831134Z" + "iopub.execute_input": "2023-10-25T20:37:07.180124Z", + "iopub.status.busy": "2023-10-25T20:37:07.179254Z", + "iopub.status.idle": "2023-10-25T20:37:07.190877Z", + "shell.execute_reply": "2023-10-25T20:37:07.190428Z" } }, "outputs": [