From 3ac22f1c065b8eb493d43fcc916d56538765b7b5 Mon Sep 17 00:00:00 2001 From: llorracc Date: Sat, 21 Sep 2024 22:44:40 -0400 Subject: [PATCH] Further reorg and edits --- Development/memos/CoverEmailForSchmidt.pdf | Bin 21802 -> 0 bytes Development/memos/CoverEmailForSchmidt.tex | 66 ------ .../memos/DraftGrantForLanguageDev.pdf | Bin 175007 -> 0 bytes .../memos/DraftGrantForLanguageDev.tex | 124 ----------- Development/memos/EconARKpointsForLoS.pdf | Bin 84568 -> 0 bytes Development/memos/EconARKpointsForLoS.tex | 194 ----------------- Development/memos/HARKworkflow.pdf | Bin 30208 -> 0 bytes Development/memos/MakeHARKworkflow.py | 51 ----- Development/memos/MeetingNotes010324.txt | 23 --- Development/memos/PitchToPablo.pdf | Bin 135565 -> 0 bytes Development/memos/PitchToPablo.tex | 152 -------------- Development/memos/TwoPageLOIforEcon-ARK.pdf | Bin 179685 -> 0 bytes Development/memos/TwoPageLOIforEcon-ARK.tex | 87 -------- .../memos/TwoPageLOIforEcon-ARK_Sloan.pdf | Bin 180914 -> 0 bytes .../memos/TwoPageLOIforEcon-ARK_Sloan.tex | 110 ---------- README.md | 5 +- .../EconARKpointsForLoS-email.md | 21 -- .../2024-Small-Grant/EconARKpointsForLoS.md | 195 ------------------ .../2024-Small-Grant/TwoPageLOIforEcon-ARK.md | 120 +++++++++++ .../TwoPageLOIforEcon-ARK_Sloan.md | 122 +++++++++++ .../TwoPageLOIforEcon-ARK_Sloan.tex | 2 +- .../working-group-invite-email.md | 12 ++ roadmap/memos/working-group.md | 12 ++ roadmap/past-and-future.md | 27 +-- roadmap/working-group.md | 77 +++++++ 25 files changed, 360 insertions(+), 1040 deletions(-) delete mode 100644 Development/memos/CoverEmailForSchmidt.pdf delete mode 100644 Development/memos/CoverEmailForSchmidt.tex delete mode 100644 Development/memos/DraftGrantForLanguageDev.pdf delete mode 100644 Development/memos/DraftGrantForLanguageDev.tex delete mode 100644 Development/memos/EconARKpointsForLoS.pdf delete mode 100644 Development/memos/EconARKpointsForLoS.tex delete mode 100644 Development/memos/HARKworkflow.pdf delete mode 100644 Development/memos/MakeHARKworkflow.py delete mode 100644 Development/memos/MeetingNotes010324.txt delete mode 100644 Development/memos/PitchToPablo.pdf delete mode 100644 Development/memos/PitchToPablo.tex delete mode 100644 Development/memos/TwoPageLOIforEcon-ARK.pdf delete mode 100644 Development/memos/TwoPageLOIforEcon-ARK.tex delete mode 100644 Development/memos/TwoPageLOIforEcon-ARK_Sloan.pdf delete mode 100644 Development/memos/TwoPageLOIforEcon-ARK_Sloan.tex delete mode 100644 roadmap/memos/Sloan/2024-Small-Grant/EconARKpointsForLoS-email.md delete mode 100644 roadmap/memos/Sloan/2024-Small-Grant/EconARKpointsForLoS.md create mode 100644 roadmap/memos/Sloan/2024-Small-Grant/TwoPageLOIforEcon-ARK.md create mode 100644 roadmap/memos/Sloan/2024-Small-Grant/TwoPageLOIforEcon-ARK_Sloan.md create mode 100644 roadmap/memos/Sloan/2024-Small-Grant/working-group-invite-email.md create mode 100644 roadmap/memos/working-group.md create mode 100644 roadmap/working-group.md diff --git a/Development/memos/CoverEmailForSchmidt.pdf b/Development/memos/CoverEmailForSchmidt.pdf deleted file mode 100644 index ab5a53d47152484a2b525227b24d1dbf1a84f8f2..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 21802 zcma%6sbWVaVr}hSy+NiI|A&3@u^!_+S`iOl-}Z&54*fSvZLPkHIjCTUa}rI1(|6TN^l= zh?*GL8JoZe2*5ZwJDM2Sz_@L=sO!aUa=`iCmX5tBLAGsuamu~?)7`x0(Z|{V4Kdsf zoKZ8pwx*6d`nz~D7>h_5HxMwd_$0eo{7` z{$^u%cbu2~tLy9ZW}8H}>fxhfV`Zqn8 zR?%rN!^ALElSC|VBimYXGb#tl4qzcfPLfQam}B~^Qx4EN&X})fhkWzn{%gs%PCJk4 z%Xy)8&d(S{ZYV^~@vN*>+!N@1Wu>NT*K$;m5=%7Q7dg$rtljv)5*k8|5jUt?& zkEF9BNF|?TkBpN2w2;xggz`0uBB4`n#_G-=27!o3mc2Z&qsyp%*#)o-px9js2b2p# z&`Rk~v{w)@;c>f*kn$=V-p2yaq?a}kG6d@O1_F>U|c zAju|3FJL5K=W*e95{yO16zMgs|2=&tp_{CYnwewcfk()tp3H@s%`}MO%9F^*6&~M* z5)umyQ@rOnla_X}Rp!Rf?}aW@tB+enym1~+{Jri zb&^Dw%_gUxUwqCCDh@P%59v-OF7|WpTVU(6PxDyrfEoE}-a2x?C1~P)_g{UQnG?2` ztL+In)s_#3!7**ZJm5@*gD47e)8wn8OYn3Y5?PM}lUpDwAmjaDSYma|1CUvOg9&5s z#hDPG6W?hK@=gr7^K$q!K_OD%ps5ms$t81U_a4ZiA?ge9F$}@!>Y%@S@W98MgS#7Q zkmcXNjp5V(Uj5}&BAfMR=jp%%95WxRnw@o)bovx(B+wM889{`#mo|a>Mm>ruMqrMU zih-0jMji2uMuf)EKqg}$=7(mc&Xlsz+VG_x*g1^8t0sP6Bbi8+g|Y4U?gKXq&y$v^ z%1458ll1jVLy?7IyA#6!%-@F-r`+B9jCYJLkJMOeSvi2-N~B0|76ksp zL8r$DyGQJ*@id=;4kb>I6QYe6#34gT3o#1kQiiKSgrNn(tzv%)(N#6CiOqNLm41hD zBIU>PnDQYfLYTk>Jb7vC{^NWpa>k%A)=#sawNm+d8=d~-45D2U85&L@W~WHAM~H8X zii;U4v`j}?fw?JdE3)d707{w9d4ZN!A!S3>xhR6i+7PLTqNgBc21HuHjK7qD(^)WA z9-a25xhPskXCC2t-vldjrQy{>>&}ZQYx;TR01w@V^uQmGS%tT=cnYjGKLGhCn>ci0 z81#G88t)aM zPRKr>U;7LqcxE5v%l#U|3`XRth?s^1q1={hqNZ zQI9h-%K%B}C~XGIm^iYVC-o0&=cqGR?3@8(o!MQ`)Y7hCu`f)ZqK)Y#&8@5!?s1Pp z|DFJWz@(hhlMDmU^2Eowz851p9vD<~gk=a6iBMjSMLORGKi=h6+1{ns!^AL9idNOR zCizC^mhPH{$JO`S)Yaa+tKrN}%wNz+xX2C|6IHk%AtY%Pi6(`3;$>@7A{hMShw>=p}a zEjH{H)|)M^1YUNZKEJ&yJ604#hn*-(mwv6~7k*Q;wA^Un-~#&}aNzZes6ISAGjzE5D#bazB6Q zzP^d^z7a`zME#=D(>FpfTu(W_xSqyzWT6ZUA_F6MXFqb}rh1n~PF7|YFToSvACNJ4 zY9Kf~JnJRjOwhM#zZcVxj};&bZwckR<VyK7TZ8xSUrMlcX#u_AMPUHo$3j}>uW>I-e2wXV%e-pfqQ3*0W+FZ^}^ zp&&hiyx*L?-g9oOjm&i(o;jX0&7WkFZ9UtaN;+#Bvi}-_H~n+=`=%8jX7$Y5_gvpT z`#G-)ZjO#@9_{U0o7xzAt0jxdvOZ6$p1#WRJNWZk(WPA1%Z-{x>KB}olM@|?4b%h* zqzf;5{^MACWD5JGJ$8rro#USxS{+T__r?#MmzvIe_YJu+D7=deW#8lq;^F>9{bmO? z*$2eL!s-l$1tdFFW#H@STk1dZyZ3ssnb{7)cD`#C3oP`zdMfzav^zREHnOpB-TJZn zU5uKTin2PF_d$91I|c@3tpiNJCNl+uBaQ(91j)VI^d_Zysfz& z-tRD1f4A~U5SaIO)AzyGH4x-(x5wCeClmvU=$HRc>xu3u*vcQ)~-b^LeN@Avrl zm*eo4mk60sda`%;$anHr(9oNfRl3y|eaCEN{NDSg*k-4-@58sU0_1mH(;_cEJ#qOr zC4%>&_ZGOfIsDjn!u*8D@C1e}fz^qP?b}S_XFvH@i$$8%DlaQKa9ytz#xKM_=f`(^ zhjVi7;QPehEqAO}tnYRB{gyPi8r~-AXM;%`L(Q+JySoRM?)#I7xuFh-4{Jw#9_sAl z6%O>wyxInDR~G2@+#NW|=E~srf{GT_FXor=f^Y~X5A`j24ahm57n#>j?u_#QXb$=p zvVI=)Ow@-I0x0{;Zs<)Qtrr>9PwtD;5Moa9OZ>JT@FRYEI{pP&-6_L-V`k zx6;#D+_&$Q2FO=r#1%9zIld?GoN&u??-u_%(dZ-6k-cfD^

5%MtTm}!UGnc0ca zq;q3^54}2Fdd|PdU#*xFF}~!#vaC#9+H3y}f<3zHeDx*Hd(1^Qc8fh}egCvv;OdG{K1c1|9mK_B9Z z@fW?O|6Q6*8Lqp#blO*lUHsngVOco_O&j;$p5yUHO-?lf!&2~nK6s73bgyB(C5VI& zvEt!&tB=Do%EPlDRnSc$0c49a;rNOSxYs+y>PyWfwQd$<=KmyoS_4#3Zra@vD3rMW zOxEgWkWCWVoRA_Hk-`hGkzcgaE<8Q4Mu%Rm7^4j zP;xN0j7WIZ;V#8PDc(QT-+U?@ zVJ%xG^~024?OH-rd1?gQ3$t1RkVPE-$w1_g)~hu`z^R9*&t2khBRvP*XKr|L$|_ar zej%tOL4~I1LJpTQl5J6nWFfXt(a+D;!uzg0xn9NaU}+j$`uUKSS3aKZ)LQ?f5Q9ks zLabPOB)qO(VY01Wc&%=>!Oixh(=<#G z0Rp&VNr5)UId5QAGE>%6q-*2BYvwqxDPD08lC8_%Xwj|818S4yv}~SyWejJ$TD!|#vTWF!3{vM8JxdDJj&zof%<#D zMTAZgU)WvX?(_e1WS8w9F5p%S1rg>Z51CWC@Xh?4`xW zCO*yj2y;GC(VE}U61!AWk8WJt;*xnSCzNlph}gehSOr59mevu0M=qUVbW|?s$!*6P z5}dra;i@`nc|wTTO6O92vCh`Vsmf$jC?YuUEx^sw8#RkYn~&J_H~8P&4}^VM@@g zlsFH-Q2XX2`ByIDJ@8$mR{WMtY{7~FU9K$IixC?K@^Yk$3)i?s;1eNT;UW~81cdz~ zD{_A%39@34xe(pPKTz~Z5^TqxD-p!I^@H{2>jFCaI>eBF>gdc;H`>dH48%XKF4_@9JVd%=Lgp>#$ma2YYxi6?>S*Yd8-62GTgtJ< z;99ZH58gK-tv$smdLOsWTTpq7!4F4cJ9iJYRwO=8d)~;eF~>lIO#7X(xO}fww{USDq1_FgFpNX_6hPxoVOa+L^=44v8*VS{F#zEn zV!r{}A7o8}Sx*e9D}fP4mxhRP;<9J7D=6hXegU=^HHyN#;ZwTl%wMY8`ks*RQg`IQ zo60S-?*S}-l?7E5Zf@O~gWjhIa~t4A%`WPfd@hsM^+zKNZTNC(R#)%t3z>8Kky@1d zb=tnki{6vap={1^!;Cb?Wq~ai{SRu0gF&?|AL$9I|42vUgUdvTNo5u#bnt`_X~DAl zqmCqw01XYNMWw*iU+R-)QI*)iS0LT5toVyIW2jcDTyQ*jMDX7$z{<|X(>|GhkvWIc zJue=WV3q!E|80~c7bE+}S^g|I*`3|)`&!!m+l~+uLi+gOot8zrusm=fn8$fyiE&GD zqP9xSZkEJyS3rgPpoD^`S-L{d9e3iF%SGX3LkWu^m1JfbqxI=Er!HwOr-q+?E=!?{ zOuUcAoi5cyjOaBIl-9+WP>dV>%Ho>C9lLxL@UEJ{TZPu&$9xuCzCoR$!K*{~dG3`X zrm@z=cDgm~JenRaT2ox4!pK<*eK{o!w9mDHg})rfu-u)6I-$%G^Z}>bQte;tBtUT0 zY%;m}qa0}Whw9j3Zw|757FeK~u)4AZ3<+n`d1(_6`J`-&Fp_cSAYbJClP|m$Rt(_f zdR3kQZVqur>-V*~qUkbs-g>=F1K7vH91PkBn|)CSY|K4JZ>T!b_t+vD6H?e%`~)AK)zK4a2nv%ZKQQCNj(Q3pD|~2YL!#Gj48|2nqt7&x zYgW2yQM3)BSA`BGCj78c|Mu}OlV@gB$zBvZ4dmc-e=|kiJi}`Losng zu>Av4M!c#S!FG&#n%949@~C<@mF9Oc(zGp&H+)%KhN6FlCx^z6aCGf^$_aT(%gxbVE`lXr{yN&aZB z;aHu-iie_KFfL1JaiUP!Z(=`-8U0W^99E3N_IQm;b;g41@ttm5kW$zZ##LRfpS>}Z z>25u&P8Jw}Z9h~VAccP{Mp2|U$}wt7kz(kc8;6`R?1d=nT@jPdhH^YJYTiw&sI~X|O@+e2#{f zjs6He2*m{+=i1iNipeH8XaoJmY0}H7>A6P?5$leQGM~tZZT|j`QZrr03#=h8q{%;u zA8>T%+^biZulQG4aoQum!Jsa1v3Mwccy>+t;um9xg!gV}=4eAh?sBx+7$_C@;;juy z^wXb)#`j{vV>l3!0P`v*qd-I&y#B)`!PVp77wwEV1X*C%#EG~URCtZ3ISMM1U;_<9 zq>7|u8NzyXx@=x9EqfPgA;OY+i7*>*-=ZhNeNyG)lT&u`9!eWIR z7g^z3`DB;h?hSc)j;gS#8QWx`QCkJd%tovfW7YgEfd4HZCPY@z@*gb36Yv4jdtrjvNN=xH&TM-92k+~`~Pb^9vm!6Cg1vLzFsCb?&vb#>1pe%$_18^uxi2VG0$>DAGe zU}y&7cFt{$LN`CcIa)m0R9C=X(LKe)nKycZJroto{ioDnI=fgiRsgh0N>sj2%32LX zHScYg$922;Q0wqO!6+7ZUf`D!Y?6>zc(U7)Rp&3aD z0^%HojO2PKaA+2tQ5+7S82m4M|4Uj`HJA8r`aOYVcJH07TS`|zwY(Ut#Au9XtQ#+} zn~!fdKa7G(iHPh-iXdA&w$i%r=3b;E-B~FBhkB+vjF%^BVfX=Ao9+8u)SPUl+5uuU z)IVsl-=ZCQG2-gp_Q|Y9nH=o`>s}r9T+fHr%|R z1ouc>1Y-x34|_gXs;_>Ib&r6*)^f=rYe-65EE27G1o<{j@VFD=^6SPbuerf*fPe`) zj5v+p4We+vjN3>Z*c{|S9Yt|U=xCNZuL&E!nko*T2Y20z%BIUOTyele^l^t;tyyUj ztHZS9-@*i`HTofW;5rVopg(bkX=CrCpI&F5TXxYF6B8%W_OblZLtg^>=~Z#1xdq6tVosg4M^3=SyCkrw=AGnT?fX2c7a?YeVp>r{;HVT+qJ+X?4V z2n?wj zd2$p*d+5EZ*4HlUWl4w^h&!+UW6mf(svWr7^@kn6q*TBaM~ zVh`C1Mx2-!pKTb_>*`K{iN{gAiFN}SfN;nQMV3GzM1qpZ*vuyqqEF7X$$I=dz*44Q z8FnPO)$SP%n=CAp-G;+NrhzV+Xd7ykDiM%ft=4K)2e2jZ&|*00U}20)_F*m|&t z4@XA%hG#|BkKCCYbRo0HLiZHjwY;UUG!V&-5dN(z>LU$X?V_kYd@jQ`CL`Zl0^B@! z*TteSkL{ z=hQUj%awtoYV&d(V^v1oP-??kS8e&pZnZq&-U38s5_pLQmB3u2)$`#--T|!d4TSQH zHc^Mngs)@+L5Qe?@2c}+QyVMNWf4DM7x!ly*QVOLT(6aO1~h`GwRbjX)gX=`KqO~4 zLos?NLHlV9rB^1zs);ND4%OdauYc^#Ww>ixrlhY4B6r4G@h+a>JI2>iRY!m;_hRGujxputM11@7Fj1KV? zy5ZqFR&~4ukG5GnKR_~RCh49=t3W#(N^e9Y73nDrZ$uGWBCZE1J{7#I?b}IrHC|{01^^ck~RBVfr~;<%u^sbm~lq^I!6-Iitl4;DowdTHn8vF=h6Ow;kV*HuQMs66~l!=%;WU#Is%18gm?MM-fXxbQ2irV~DxN_nwnEYbjl zXcwHcf)z)x)5Bx?TaJtr$3Hzs!~IAe3*x)&*L8RNMVJpW&?L^UI99a_21F8Q{q&-= zn9_GjAY_RHvCh?tQanjum|nC_MW8fduvxu@R$fO5(`t2WtP&MK?DBu|!hcRMj!!}Z zUPWS-aW7MA6-}6C95d0(3(#k^c^wHQ<0_(?B@0aOzr6}F|FsBc;j}(z3)z_FKfq0! zg4r%1yDdKkpT)4N*mVn|>6RBH-k>W9dHKAtpK7P0Fn@|B2aEBc4Ypa8Wa^N`o!r3r zl!TVjyD{b20Ge+vIg#h_6kvtlUEcC*yd-c^d&=3*7_8*1obS*VN^%kI^O|8ZGm# z@f;}davC57WJSIAgL;LiZqSKHNuWk;nOV7U)%4{54K3QzE}ij;u3U^TmVn~bmFJiq zM2mFL&PrMYk3!&dLv207ycIB3buPr_cw_TZ?4PLJ@9S6%OODOFx+tvr~dRT{$bZmB>RxEfD&dK=I}$^|iNuva<%0 zv#Y;Q{CtxcScxs!X~AG=#--az4k+USd;~lC6FPejGGh5@9hkiM5+fPwYRmN6R@5G@ zvh54x|LLhGBPeej)-N9%Sll1(k6PK0vDxz^cnCJQp5*umnyHc5>=dNT z2wj?5^=@c-9oxE|iGbp1r0`wPT&UudDJ(zjFDDLnix{?0%X>%s)wd4uF^<eyPvdMiD4h)MY{UR-u zBq-#9Yd+cw7ab2*+yCTZc85x@~c9KzE%*DFgB*ajJJC}vEih&*ifdB9P?$l*h; zwvGlX9n+~fR1;~8q&wAy>IA>3B4Np|P(hGQhYjKqmVaKa8s$fKj#5=V({vd040*U` z503N4l2*pO4OYz`ob$0`oP%~|;YO*N)_cWsg){^5t^Y}Ts6>nD;dgJHc=)qIxw|2@ zdQYI=CJMzP4&Y#CIMa(Fe}ZF8L}WIkTAy6XiY>-37Pgdl%-3kdjz}qtr7bqD`d6$} z3Swh2`f@+ne^b zCs+v~Gl?S~w8AX;tD6SJpoQibIVS;giCbA-K#vl0Yuof4x?$CyBC%-LsVvJ1RJIn1 zt-hp##WVgwQ7>58ux_kq@+sQ9d%6xqh4>b;U}h3==GZP;2WrRzW42VWoVdifi}{_u zBwYVS1~0t3u%4hLcYCX&TTIuO!HG0G<>`RY7goFlwFNb73Tr3SeB5-QKF$`dNiIdH zS?y!Zfe$RPQc}K35?Hr~6=_y%M*og;CGmy~ILCiqJ~+;pos7D?sA~xhqX8;}=>(LD zTIw{acc8Cl*g%(?=?1LRm-#lq;l6W}Ke!Ih)F#i+FH@*B4DtbQTH0ma!k#mc6SQ7Q z+2=;?#`ZT^HgRj-Pt);i%RD+vGXG-b>(v4#9^v(Hj_~yyS{K+R2iaC46cwjFl`Z*~ z`;XG0AzZ=Rnb`b{9!oViHhE+J_#>z{Uga4XlE+#|?+q@j8cKf3o~C=s5K)ewn9-Z$ z`17}1o%%O!f!Y0|>PoEkH;3OE7zpcgV9JqQah4QhG#Y`${MNAXCLnN%&kw2SQ(r53 zDmuUnUFrL9h#Qekt7{W3dofE+vrlEd^6XX6ip4?Fqeq z{`>3k5&pR~Wl+u<(3is(jj#_F1~wp9g0k>bhD;+iJCZ{e?9U{mxJ30uwav!E$FfhG zPPBwyC;Or4U`PD?x*ut6w6&5%1!DrU>t@}u>}gUgfh$3j#0~GlGu94%Vnl7s`cUHOj%sVRGHv{e^R6h0`>uES4IOg9v(D&4&hvlc)16F|?n?n(iUS2LzW&K04%>7X

DXg!>Q&W9WFx9nOcHeIX8d5TN-pUx-9L95oUIWg!wo~vOume2 zSNPkHeo5m1pa(&pcMAj(&*CyH3vhB3P1v5?>^xlO+?1RBe>IQ%e)jtnDpE=_WZGHX zXJ{41D9T<1Y+(RioQO;j9J)z0xm*zGNdW?t>pDV!oLKcp6Db%5SL~ZMX2Qhw7j#1E z*5cALy2++V&=(_BH~)nCREW=bI5GR2>3;6^0TIid8X~i_x_9v=$5l)GZ%8+viJOOG z7IZwbmoH=>8$0oD!J>J~q${m4MMWBMm2B=+{CQ??tnEzOL6YZHmwl(wh}vQv6|3{G zwwc)?iFD5_UzG04JGPYZ4-9NMDb7yVs=hZihjD_IV^MPsEskNL#=+=mZ~%UoYMfad zw2@yJ9JL7?!eT3lh4OWpV`T}Ry)m}K_ip0$n{aQMvHv&DGBs@4(GuQ7Voo`Z zE)a)!W_cyspi>qZ9b)B-==t-!3tn04pTnEDL$?nr_pJR7gUs5Bhq2i51o*yY;lsIO zrS|g2C8!jxRcP3-0{^;IY?B%ozNeb;?r%5EPN{9Jt@Tfjk-w;x(^gBkjOJx!eN~Ip=%$!+)VJQ1`upe>;$5$!-K2 z;!d%KVnEe}LU(sv%sf2^b(PoAOr=g2+Qh4a68j$D((}aS3eOmf* zrbW7+Lm(U?MINhpE%4Yc|MjVYO=GoR!U(L;9@?=On>Et=zA7O^wonTH%4;>lGX*u?vT~j{93< z$b0}Tl@(Pzbh zmEQpM6iP)6Wh1nO4mQ3&1O{v9O=&`^Jc^=xi=!HP zTk(^e?oV~ixV1w9GIF!Cw=nltb$IVw#x`S2B;LEO5C_YoB?o)m4c{&Jq{}~D4!gOs zm~W>Nfr_48$dE3hoxx1o`!uO$CgXt9+*$Dla|uR0V{(QG^(3Q*l;#Sr-ecEYl@L33 zf+w(02B-EbGO8wQZ;sz}MZ@#tgk$W!V=xF?^`ttA+3CEdn*rMmF0BU-sKf`b<7FQ> zX`gI~v>lOr4DvUZGh}ocVsufa@0p1zxBoPz+Sfz!uwyVXt+rLkBJb$?YN{o+`55t= z>Ao{Hz>Wpd4;PD0=JA?IA0~vn)HeYQZI}(hS-xe^hmr{Fk=lJSCB})<5$tkz2t)@a z&lmRF=dH%w;?HTiNV+KP3b|cp&~pA9s+a0Zy42M|eW9p)nUo8w>T~x+VN9A4E8ZB5 zkwf4^rHdt#<|p+jgDoeK&~WY03aEdF<OLtpG$B0~#AVna7&f>~G54}Q9DmlMV zix}O^R?|D*6{Z|;P(J#)r~}-t^Q)H*MCF(RED{pTH09j01a#fVhm!iD!j&1#gVHtB zIqMs;-2i`;EA3gGJ{`S`Ws^CA%jmcd@sqUz&*kY|7FB`M&kQGD0K)=TmNw*~laXf( zRUM;KyY^ESd^l8J^8KBL~bffjWKyH_9^8EGC&V+ui+7C zkGJG(!*vkmyufdn8!^0m5?F0@C4yFjs47itmSA|c{j%deB>Mx2KGmf>)nr&p`7S8MW$ZdK5-o*7P zXG&eZuy)y&B0R|sFdNGgfbdu&V>1^iFcs6+`QP-YGk^UNHWviWxd{!q7Ux@KZ(i|_ z4UxRGz{mZbNuvu@ev+^d0f7`3uHRVVZcPSAx(3>P&2IJOxLc2P`=GcalvMFX%e{_78AcgEwRmzS=)0<2V;JM6) zqJc}A_t}X2L%{FMTb+}F@2z3%ytX1t*opO0Hq0w?f9pni&?i$YR3<;OCS)@*@HW7k zEIn8VLmX~>3MEk1jlIVN$?wurY$L*5ElhNOl4 z25~s%X)8lv<`z7n+Afw3w(23S^|s0JVRM!L?wc~Vclh%vjI|Eonc!rF=aDbbP3FY- z40m!mfZIdDP!T0|RKT(Pty0L@xb7ng!n4BRu1M(A=Un_SQ1}qv0A5AXOFM5IDd|MK z{aztHA0BM?zJM5mYhv(|#+1uwzvnZgb6T#J6wsuIXLjod{KF9{32z|G zJD1M>NrRwNv(_UCM{+%%H67}!U(11cOExK9^+gwvDg~k>SoYWgqoehW>)-_Hj=~ft zI-}>zc|u;k7})4YtGmh&!YXt6qU2C%4OzvS9RpbKqySJXbG-I{S=_bdVW< zo<`)H$!X`MOas{!HMsLsJyZW)%xvR@9o-rHtop0qcCwKjl+#yW`N*-F=cTu4NIVG? z7#`ZS>ShChOD0$b3%0sQ!aCyrZad#4bI znGbWQDeu;z!>MKHT|zeEriW+9XG1w>HpiQ6RHTNhxAmM)7fzg81Q4XO+(yjterdax;ih$3 z7hjw8glb@mtpL+`tOBfMTJY;0IM*T^s|gWm6T%EiTTy=D<6@Hs zoOI*}o?+9jlex%w_x+K^dE&lnLs}v{bkthZbKR$jFgvDp$3Uetc*FjO;ls&M552Zx z2eutrrn(&=B)9gsG7C&yi04H0@YUWNnYfgh2c#X;*VW`xNi~^rdujaY-p_RmE`M67 z5UMAtlA5-8N(d|Y9Snj!f>8WJNXQ~e5}tUS+r&^4o~T(;j>oPK!F~(>YG?u-KY+IN zM8?Ehll#uUk&XK2RU>vWkZ_fIot_;MfGtc4j>TTKn&2-?jGiNvs{7iGc;kjG=*sFx zXk01=S|wTz@JS&PYjl#vaXYC<)Z%*|A0jxq(njlCcru74jKUNXc(vU#r88;<-Xcq+ z9XK8sJ)L4H_IwI30vKz9ht-PdGg8&$zCd3@^0Tf+Gti=aQe}uav z>zCsl#!lKj)D!Yvm-_=D77v>}a#v7RCxoofTtya3DZ4ncucH*hFWzym3bN)E;p(q^ zWeI4a;~d1T+<{cOg(05lWC(-`Fqz%qr2wO3-;RFMZT#6(+`@Sk=KQw*<|$>#-^x;$ zX=sj3m2n)8oO^jpp~|$l1&Wn{v&*c7wB^-_UF^2PweU+H4Qy37)A(g>5AWa|s~0X& z5BO>mPOl!h&T(M`K|n}(Tbu;cHuh!=XFZo-=ymtY-A{8q;qW{ZB^u${-_P`Y8P$Cx zlForm^aL~^%ZAdcm`v3fhiQD+HuT#pQ;J=@fMUF+0TL$&fV{5jK*!f?-`j4;=$C@24;TA_HP8Z;P3T244qyY z_?A_VY2cV>>tYOqab?p(V-Ft%mPp>WR<_*O)GSvc^w!DyoANy%;##*7?hAi%Yk3B3 zm)OS*H5`{nER8^^71CQkvfYLq)m8WmA4;>&?GM=|D_g(pZcA@fEvb+ZTvj{_g}UK{ zbdq9ozOAJvF?rcet#-mkVw$N^FpG3R;nd(_>6J0jl8NRK26H9kXnk$vyP~(Wv2GJh zaPM|Ax<_y`EWU@E;Rj$=!cRO;+lyZ`I4(A{Q2mF7TO-WmU*c z5!hAxx#QBP9cHfLxCNWE0LvWU(4YFbI@F`!;NzNSG{?*R1H}Ye7(m~=#LJig z8QXCs_SwC_-h<#$fil9ZuM|isK4c6{25pPoeSBGMZ}5Ppz9vydjyg7Q#zhwtlUPtN z6rrsu!+}j0X*Fwd(!zj`-R3S8>nRT?*`JN_%;0woF6ha+148pB%c4dpa-|`NMKLeo z$qJ3p#{_PV-myG3Hr2(2n@NCQ4w%hDCwnbr{m6YV*yyNYBbZ>MlUCN(hDMJF>nmjF zZf?czo$p0<*zDsZ(;oej@{sxHn9-pNA`|SRy z#I*mOMKDyNifJthn6AC7OmSK;?4TnTOnho``LQ0hSdClD_jRO_o0~q!O#AH97|LrF zEfOVq``TRM4UBu@ehljI_wM>7S!4CeMHu0I9_;vhjZH%!l(4(4hV&_AV;2 z?C8Gpc_!=G5AlSd?uAZD784X{CNy6`k{Fwm7!vY94^26a+CY?LK97=Mp6JAy3tTVB;NEqA%XWn1EgiJ!$;l zA}?NllIOWi1B9?xaDD$dy|aer67;?nxfoNf+^BeXGIGBDe>h~uid>ZW$c&F1OD*J2 zNVvnBlU=cQ+}Kfn2K)j6Fg4SEpQuLIQ@S4{xC!WK`{hn`8CW?c76>fI^^zTns^ChR z^mI8-+KxWP>QbSRpnNZsy=b6xZ^!6#_pOD#=ZHMy(4a6t2olO4Bi;E~KNoU}s;OLG zLsAqijMfgSyCwYdbklE#jC6-oMJg0ZE@8k1KG#^(q?mgDOjmc2OX}m@2hp;49OmE+ zf*bDHVx8_u8v)rcUL6Mc@&$cXS&OgG{01A1U>oIfja-!kx32Mc=R298%hZ@&u%(f* zuFW`!f0Kp;C%uIdShGAKn$C(|xaYzEpAF6=6Hj5wrKMX7o5(q-fC}c7x(tGR89Mab zDTMV~X(qOx{7L9bA>}<<59k-BoxVZ3q7HtD_O*(f^Rg!TaxY4`cyshU27nKT>s2U$ z>Z!x|fVrg2PiU;g^J-nBeruqflyZBt>ayc7b%bSkdLPm<=Reb4+&O|ydKqfsKw(sG zR#~FhOSE|KV-GS|qpJ69PPf{?uF$g)KdOq2GYKt}Vr|>67z)_O?IyFU&_bWh0q zChXkfJqwMKtS_Xi{(y7xHumcWw+zdBx5tVWJIVFw5$x^eY9_x{YQoLyLFLdPEbih(lBvn6+ADmBYg0E}hcvFZWLmPLy z&5X;7!W2RApV-U-TV@v$lXB+bH%oGmEndkV&U)@EPmfI<(I%2udyrC-Omw^l*z66? zfdmCvaPZJzS}-WW0iDYA{iqXuf830o<0eE>fP9w_rc8@Uj-)@`-6J_f%>~p9GdPA2 z2rJk)ENOk4Kvetq{G}Fn1unz}2&> zAqllpjW^W^gl0ihrLEVaD>y>!E10ONYg%&g$_Zwl15 z>DtNbDn5g_Zecr8H50W37_A;0D%?29$5>t1p80HGc16(#AXxM!pU>uylL$||`x)Tt zCA@a|*l|^O55;3!I?5ut#FVfIjJu~*3kv1=15VA}L?+21YPbtKMhX1xY~?GPMNQNs zgYNs**C;Z66K*Tt=lRCMw2c|9yd$%LML0`i%v|cCT&8mq;6R`ZN>#L~fmbB8sOko+ zfOYees zJ9WnVL_8uwv~Oc@JhEujY>C9G6c|ka<{lo0-gV9;-`x)aJjqd90t@3h)2aSqAgSCY zcMd<>JMH7Sv?WCjYDrWZRZTj$*9o5SV}+N2^`wWj93AlKzEdc=orCYaB4|)H zEdok{H%Ti&jBd=stTjxaKtx=x<6lGUga~Jz3~#PRvz{A@ahd(WK2>L_zAVyy(C`g_ly8C~@ov;T;VL0dZ=_m+B^l3y0)BYokKmFxl7Ee6KX^k? z#2jehj5%H)rbs23B$wg-wh5ao2i4qhabuI&8mnZ|^aL|NToYUWz;+`Wklan`w^)yS zuVbZ7d#IjO4^PpULYjix6|AFkiq1RR>8WKf>kqU%b@Vnfg6Kiw%ue3;+^6AU+H)Huy zxveL#&ctK>h4P7#3qw{+`4FOVF2t0y>tIkUZsSX48a=TF6F>YvG+Q|nSJ37Ba@g?0 zqwh8->_K_~Bcy(885|n5HiUUk$}IXaC<{}bLtMi&FzQz4x?~Sn{3$P+FxCdjy7qLR zDnkx^B>&1e!eJm2>4&l>1_FGer|3zjke)sX-A+lMg)lmwO$?0Y4sMUyI4p1;P~wnC zpkPzP6`3@%FDYt8J_odJbIhbeM09_(!t7n+W=d#5$h!$*((SpLC)@W+9lx ziJC3ues+{9u{#MAYLTb0J5gSAD>k~!|Gi*~43e76&!%nofAj~!Txb}?X}TO28dtiE z1QzN~oB_#d^@$d5%wR;Z!=Bg=4^{At%xW@F1X|7#xM35ZjMS2X&ZIe$ICN;9OkL|* zuCFq0o;HDfY)<5c+X-7Plmtq@7@UkoWdy5K(qABB3QD`Uh3WpUM$R)Rsx527N)TxB z1r(6bk~1BECNv;4IW#%voP-9N)PSf2L2?iQ$vH{}$+kq1AVD%nl$=3=2oCqVcfOjc znW~wp^JDL|*Qx!URrRhvd!L6E`54QV6s#$!Wp;aroX_(O0uk4G*&l932$h}Q&+;^O zvQ3)UlX(KP+}ncbz+*9nx#2dbH}d&3>+ab#6&ei!$w`m<3B%o8kCnfDh`v8f#29DG zySu29-OI!CXdP@7zwutV1Tk8@Bw1xPENj3F3@7EnZ4#*%JmGCbvn@-uJXm& zGgL+7??r{`RVI2_5hqBQQ5?S#nkhfJTKvp*$IH^L0l}9w8hN>6=btDzg4u>kE41&a zI70JPd+sXY<(W3pPw)&LuN6bdh(yfmJ9;mgn{Wo_@Ljk&jcT@kT|Pok(VLOl4jM#l z_yCt49Fh@Ig&PIB3rmjbt`z+gA6+AsRjkeyQr-+?f^PvD9cpHV7!uxP%08si>}O3A z&k?3ACUqU$l?_=s&W_-r=~JNp@F~Q#G91aBF>(A}Ik_fceJ{8z=&PFjen8v06q=7u z2IXSGG#=CUD_g_XnMs~J7%P*$`W72EmEW=NdS z5g-X%$L#lm?=8?msSnx^@CT=1W?hUHch>8GRwIb_jub%(?BOOa8u2^vOAAhsw%SwT zd3L!6`7>F_nZq1k-?@cA$L}mzORrFyMAM~W7h?uG15HO6NQ*q42R$+JgHapowul&O zU9+XqjZY2+545tChdXWpBfVH&uSVL-Xp*8!iAz@F^o)LSxuN+Di|0GD?i_bb{lKlx&;@&zog>j2A z2Ch&upPJ2n-g_lcdR6{WTfOmX>$`W0%HeFY=e8oBEVx5#I>f5KY`&?})p0OAn56T2 zpWr{71}2EmAGUczLCA%rzo!}fY*xI~@yC|ug31m=h}I_E_qN_V73rg9zia-lZLwKSm(HPE-6qxLSj zN2Kicy5vWquVPg@^&0S@HoQqHNDA+~k*2A$y4MF9PRAUvaPg4biO7vR<&oTgDuxfN zFeMvsxHx-zQO>7fcR^njP1V+w3jDUdL6^F(62mv+Eyj-10bgY+os$M>XG#@LzKsj^ zM}tq0voPoaWdY~SDKIb=Cp}5 zmq)krcui0Wbc^iDuKX-bYM)Ce@?Q1G79|K*7k7x$VWq3L8yX_)EXmJ>wvlo3SLUkB zWi=l%)Tm)A1>Y9mzuulDegO42Z=~)rbG00eAvXIkgJjNFOKV9J>4=Pe0(~<&c@8WxSg=k93*u zK5+ET@mLX2Sk7#bv_d9 zeAU+AdBNA@L=m0Y3J+q$UUxRd%@G>n;1m%~1Lr5GbF)z?^9?*%jQu;7GKU6nY|jc7 zV~l!$4+?bJ8-=6n25nX3E9~zD4y06he)c?=4FQOG_?IwSOMLrf#+S?3UgW9MZWM@eE8m%g7ERWKT<#r3- zELP-@;ni~#Iq?H$j=Rok&TUuZkjLkfwnCKL+m%Fz$0bAO;ZN@(Xv@+XVtWb0N4^KC zGk#Oq`BtBlm8W5nl*XixDW=%L_fbyp3&K=UpO=TQhBF|Nuwk(fV;A$*uSp!YIAYtH z2l|-;e%i@UQ&+~ED}o#(CgE@8wh?LWQZgS)4x@@&Bw47U1#$MPBDr zCa^m{_ov&DS5plmToCm2RWjZD9brhR_^2R2}@jCA4qBH;J%v%`7T^7nDJ`}`yWYg&|~_V0p7 zlS)D)@$Hz&ZGXioVH7BSem>qA-gd#d&Brq-lgV+eDd(Y3KXMo{eh}ImnyNMfs)>$3 z9}h>p$g>||sN|I2ppJhAntLsn%63@EiZ?9T|8>L2@Owixt+?h1{z#E zRdxYrF3zrQZfph>@A;Ze&bRj4Yp|EZfbrDHZ97BbF~VUJzKs%LA5n`b*S+6FuDFT6 zj`4W-Yx*yLJ7@ZK1>I-xciG$~j6JGEg*(z#MHKgn6;$yS9 z)*(@9!IaMWzTuDNaXd9Hrc@6}AJ#`J<^edPvKLzuNMJE~-g;MI?ODkCoRR!@hzr+6 zDyHRp_QVMU&CN1mzlcPhwQD<^L0qiTGzlo#wetHWgskEBW_=xJW3qH9@stw^pUBk6 z@e+FpgPy(_&094Lm%3+clm=_;yQGVjG^lSzMLDKe5_Z8erg`(;;lg! z=C}32^dNl9MpF~HP^)4>(?p+{F&HupeF27V$9dIk{A3@vO!#m-*dz8ihHZ*E>W`M* z)W;R}ghhT1HHK<4dQ*Db@l9aJYQZ}E?R9@%*3Bw4PyO}v&~jhE{Kcw>7yROPYrv%C zoZ*Gg0qyTLO)syu);gycqFqBWdc?<4y_v~1XOXCKm+S0$DEX^6AV}W08GNW`1tF$4LX;0u%OO*Vd8E!6q`gy4lKGtg@M;Pb+ek+a*(m?D-7+ zx3Z;f56J!J*ra1J?6VFkeS&jLVWsBt*9toMEJMgAxht+ld^O^yLTs&OVau_@zdd&E ztV-rQ*HW(xWnt>aSY^24oKNLItU2GUc>6Cs7Bih!nyZoYN$vWu6S^Ok#f;#5bs2hx zy}Uq66JT+!m?Gud2%?1HhaEQsl*Z-<$j0N6rBRcL)q-1|)Z?(GdK{!iX2;ih=qpG# zVAl+~3UOasr1AqJeg`qaa}4#H*W$Q+3tW%XW! z-}eo4(DAa}-ZAoO#xH8wo^uB$M6o7H%IBFlUw(8ZGRo?AiF-_Ib!vjIlDtI9hdE}`*Hr-&rCyi!F7l&aBX)eqXlh|rhJA*lkD#wSBf*M zNx&cKr2A(`O4dwuluz1Qp3m@DGz=YD_Ln!#X1hRZJ2;(AM(eYJpH5%5UP_jdwZ|vz zHP4W%ODr#Sz`DM9cBI=k_PRL_@?YBh)ERHkP=k98yXHFXR7haExKqu&s<%p>Ox1fo zqwH#ozfah|T|_UydTz$JYh`)#^F%1Mt8Bqr=56g(dM2Fox>)CeLe1jm?5Xf6 znY165e)A7YEa8R%My@`Mxj$~&#ArpXhnJF%Z!kh?Ej2(rJ%jXd51q82@t{=T_rU(K zTGM+)?|!GNI`;U$w5e3TqXWZujPI3_@V@~A=B-Vzwk4&Y_hHrbqItnRGW5hzRNn#j z37mra*$}J(BZ%B^V^iOn76ttNKwaJInbQY*a8pY|$tfZ2o>^P!H5u%i$S~5Yok9hhY`1fX9 zjKr_$5=cJ^ij^YT^71Ve-Rj2hETi)azQh2Yx_uqoP>`2`@tielz4{WPEd`6L&C5|V zYm*4tKPiZugO?tQXuMrqSB|Q}j2*jVd2OB)I7n%TA7jR9z9b<7vrgwXlm!E`>Td(H z8_It!onywrz9b1e&4TQoye7&nR{IIJtJ}$Jw&=JjTy^b~@PGQF481r zRloj|iMf?kzd0`8Q{M;DX!FlYg1qr1#{a=Gkbkj^rYFkQ+vb+l$K`HouWM&`%lH!l z2|$Fo0fLBISf3Z_cI7twp2P3{)y2jr3yhkzhLAP5Ksh6o8kMfpL(oFEYAZJs*H z_P?d*dRn==+u7do0j-{(?Er$By7Gns3f@niSX;Td{i#LQ(FqN_eg4wK2h_LoMBi== zgbIL#z`|k>5n(7lL_p-9V*gJfP|eB54tT2y$_;dJxAJmC+gSm9{(ezJ04i|%O}7lf zznM+K|55{8jJq9BP{Z0;$IBHUhy=p^Y#W|vFQ5?g|3OVK5cDs&;s4N63U$@d=^%>s z6W+6FB&Rvsi|2G2_SVI2V;pH;J<>(87znvU_!R_}y8EjRRBB@ukQ$P}v(>%v+EzXS zX4-BdIV=v@DH$Ff){yo&UN03ZE|skRbw_woN+C`g(&2MgZl$qa11aGOZGfnLjQK>G zbHoU}fS!2)Zu`qpjeGr~azr1_x!Q_E^I#>bHmYzI$maQ7#m;#RCLp=_lz6KazuMN= zIOUSuJCi1u%s7Y;3kN5iEmIO?u}PB2WSp)^e^J7th;R>&`W3OJRLjT`D=+wxZMoNF z?~TN)Lh77&DI#LJSk%|8NrE}0-7;?V*|4j~`pg=?SWWA=(V)R+IogG%78F|g+A4{K zIU)m1oO~*w!B27ppRi%*SZy<=xoW(PdymO{Db4@BLTBYroE%7 zgt*g(nBLij+iSgv&=&6YnCaXM)Er(?Ws*d;>Qw*!JaZ^p-oyR#-uc0`Qs>$h!^RdL zsDHA+C-m9n%CG(Xg+tFl(U}3S$;V4~a3u~EbziVDL6odpL{6QyHQo*)pUPsbTHrc8 zPms=haG@01MM~)Ki3oqxZo%7RKp;8FxZwf-IX#@?;Gl@+T6c22iH7+F<1(ypcl1#P zVWIH8xC^4HL;60y5URGGgVYsV`_wIM122L5-0LNp{Kxfa`DODinaNu?%ttj?x?zu- z+Kh4l@vj%sHQo67C0Yi6lqR8P?xjp7oD&@Ure!T7VmHQH`rpY5y-_sb)o-a>o>XgT zbT3+8Rd|GHTtvGBel!TwYY5sY6XPi%Ji5u-G)5E}N!IHNE0pyEU0<8AJrmi?NvL1j z^{1!t9)Al7{%Bet5$5l1vbNWjTj-cTbzR5<$>gO!`hW({RfBijhk7p}c@#@U7Rh|4g?>0l|MZpFbyZKohuvECh^@6@?;T5E&RmNFF8z z6$U}T@-iTh3<4xCCI$TODYv`)4ImZ%r$he-i`rOPUVQ1sekSZDi6;3)^7w5ScnK%M z9^aZn!H13_J#EzCUWC2Psq_$*_E-AdJI`VG+y7n|w3n5qm!IctDIj1WF);u;yS#=1 F;2%^ylZF5Q diff --git a/Development/memos/CoverEmailForSchmidt.tex b/Development/memos/CoverEmailForSchmidt.tex deleted file mode 100644 index 6509b4e..0000000 --- a/Development/memos/CoverEmailForSchmidt.tex +++ /dev/null @@ -1,66 +0,0 @@ - \documentclass[12pt,pdftex,letterpaper]{article} - \usepackage{setspace} - \usepackage[dvips,]{graphicx} %draft option suppresses graphics dvi display -% \usepackage{lscape} -% \usepackage{latexsym} -% \usepackage{endnotes} -% \usepackage{epsfig} - \usepackage{amsmath} -% \singlespace - \setlength{\textwidth}{6.5in} - \setlength{\textheight}{9in} - \addtolength{\topmargin}{-\topmargin} - \setlength{\oddsidemargin}{0in} - \setlength{\evensidemargin}{0in} - \addtolength{\headsep}{-\headsep} - \addtolength{\topskip}{-\topskip} - \addtolength{\headheight}{-\headheight} - \setcounter{secnumdepth}{2} -% \renewcommand{\thesection}{\arabic{section}} - % \renewcommand{\footnote}{\endnote} - \newtheorem{proposition}{Proposition} - \newtheorem{definition}{Definition} - \newtheorem{lemma}{lemma} - \newtheorem{corollary}{Corollary} - \newtheorem{assumption}{Assumption} - \newcommand{\Prob}{\operatorname{Prob}} - \clubpenalty 5000 - \widowpenalty 5000 - \renewcommand{\baselinestretch}{1.1} - \usepackage{amsmath} - \usepackage{amsthm} - \usepackage{amsfonts} - \usepackage{amssymb} - \usepackage{bbm} - \newcommand{\N}{\mathbb{N}} - \newcommand{\R}{\mathbb{R}} - \newcommand{\E}{\mathbb{E}} - \newcommand{\der}[2]{\frac{\text{d}#1}{\text{d}#2}} - \newcommand{\pd}[2]{\frac{\partial#1}{\partial#2}} - - \setlength{\parindent}{0pt} - \setlength{\parskip}{1em} - -\begin{document} - \pagestyle{empty} - -Jim: - -Jim: - -"consumption Carroll" here! - -Our previous email chain was the result of your contacting me to see if we needed funding for the [Econ-ARK](https://econ-ark.org) project. At that time, we'd recently received a generous grant from the Sloan Foundation-- I think my response was along the lines of "we need people, not money!'' Since then, we have found (some of) the right people and have made great progress. - -Having completed most of what we originally envisioned, we now have ambitious ideas for our next steps. (I'm attaching a brief letter of interest describing our proposed work, and its virtues.) In short, Econ-ARK wants to create a modeling framework (like, a much more powerful version of DYNARE) that encompasses the wide array of features that can be included in either micro or macro dynamic structural models -- basically, we want to create a way to represent any Bellman problem. The idea is to design a specification (that is both human- and machine-readable) for describing the mathematical content of models, as well as the numeric methods used to solve them. - -I'm reaching out now because, if you're amenable, this is the right time to get help from Schmidt Futures, both with respect to funding and personnel. You mentioned that the organization has several Googlers emeriti, and their technical expertise could be tremendously valuable to us. - -It would be great if we could set up a meeting with you to discuss all this (or, someone else if that would be more appropriate). - -Thank you very much, and I hope you are well. - -~~~~~---CDC - - -\end{document} \ No newline at end of file diff --git a/Development/memos/DraftGrantForLanguageDev.pdf b/Development/memos/DraftGrantForLanguageDev.pdf deleted file mode 100644 index 37a4f2be0cb2c02f730302af059f964f63e0931b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 175007 zcmbTdV|1olx3wGFcAnUIV%xTDJE^!*vF)Vdq+(kY+qP|2jI-9>d$s+3?R(ofd!PH) zXtUj8&iV7|y^l$uBqqVY%*YN$F|#nZ0>=tq0yvu3!13|H0p-jcEZwXCEF5g?fdBa5 zfD+brZsslkpoE>Vo4J^|siT=WoPYqFtDB3tu|1sUS_FzmG`H?!k;}-DKM4seZe+Z$)6jm6Vz-d8j>CoCfW-ddiAPJ9m+w>9wfgrGwf2hg z_bcZg%WT%Viynx1XZk)*E88D*FHCDjf1JLQ*wpW;mfw1IwjVsx|McEiUGstexbyA= zs*zR*czZxeQ8+|e(#!TMbNsM1aEij+cri2bAoA$o_d7qBHvD?l96GRe|GFOT-r!dg zI~6r3d8sy%5u6g(GXD&(*zsC?^-|An*7ixey&Epfz9POWmi7+YF8X=v4g!XBUgXL* z=bjv5=?LXhU-;-4jq~tZhLjiuHI|2Iq0Q?A*SBEbJcO{r_)31-Vx6F-3fXcwqiZSOuwFx%{8cq!GKgD{?{iEpx1#vgHUB28pZkR=oFDkU;4~(a-{Efu@-!N zRS+YY#>uVJnA(qfNBwp3MbyO?Vk0ac4TuXaAjJEE9GSWywn%BATNUCE_+|$skTUqS zGLL&@XtZeFCb3D*qdK9S{l?U|Gl_83)r?rJ>T8k7jXX!iqnv_u2I%6`!ZWDI!rD*` zBV2Wk*nSijf}jN`naO`T_F&Bkpv--fJFr z+&7glQ!vjXFP1fn4|cDB)h)_{s`-2Vy$r1!Ug_>~|JM8{$d67(^+cBU`5h&2ly{<8 zBu23MUN?e#4{0Ypd7GI?ycvkB$qSpMi!s?0jzh+~sDsYl#ZLKinL+h{%`*HPd!g#o z$SvgMzKV=;-QmC_?BPHn7=ke4IWB{pt0w3G{QAasL{61t-r2+Yb{8@(17C1nD6xD& z@E=5%h{{x(UVd?)WxO}M&VhBmaYv#q)b8S}xpmdB0T1)Yx*S6oseNx@DglHLf*!_? zEaYRTT5W0x6ehFiJ5RC&<57*1KesUm;}@`;7cHjo30N(h^AKt$y`MJTUi~5! zsr=2Hq$TB2vfn-)u@mcBDD$uqRd;HG4R1^w8VP^F+q4|9PDkZ}?D!HH5xSV|HHnpx zgp4)VQb^_Cb6K2udG9VS1bDdb^2YJQEkQD-jT3M`XtK zr7nk0C@Bm1nctt==rVBFlT_?STdL;wNZWv8Epq3wQ%QIEv)2r`EBMT@+MuGX4Xk@8 z8Jo5;J)7n9o0ks3ul>GYHQ=a`>6;O0;~p3syYNKDkI_AOED6D={La*1G(2%>78G!a z``GjXHUzc2=5h};^eXN7*Y<$y12W($D$-2F91B$d3J}tShb;K}SouWkPm9Ribj9)k z73N8=0lx9rX}A7@Mcnhy|?tx#?pA{UMzT~&$q6D(|MSpjcZz3HEU+M(;uLBj5C zz962k0P3l*9!ej!56$SaEbLHk!U>D^CKE0`{rp&L0{orzwn1o}*9i$Mr<>^vtK(c; zhR5_E{%lBtB`jEo)*w4maG(Q2yA;8Rs4-X3VcWpho@{K@%A$4E-8O2{So>$7X%ddg zk$NUOCrvXE6c!>r(=VpPcrIzf0Sk2#`32d5BtO;S{mb4&78P&PzzNd>)0-W(A;cmP zc5C&^YU^iS;&W3rW`wLi7&w^+dkJAt9|a$3tLBo&)Z_x7?1_-cDjK^UsqjKB1baOc zL5Jh!1}f)m{b>$9`2{oquSZ|^BG(jbc=LkdZMA%A*&HwOYH^e*_wD-ONP5a{W{il<9xm@4(k&fKb!2g>%TL6&4rK{i z9yo7Z*IQSA+}0};+p&DcF0-6qj#u*deW0A`2TF^wx&QUyw3We2R?Hkyu^{l0v;w6y z-98$;#X+247S>T!MP9g*P`mM;Cq>u3zZ*WV6eCx4e?HKzjlEkWE_VYvBv>ZeICDC#|eUy`lV2XUZ?&9 zPAP@E}6_`2_OK=G}!{pjSp~add-VYDHNnJ&7Q=*ek(D*>8zh`Q-b!PDEz!tE~=f2v*>9 zhU91sZj5fT3OT30QCf1)WOeAFk@-Sid5zWplnSkasCB-XV`r)wOkMUBB5PZhLMq~5 zTc`C)6+;)Mhm8RoH$OgG43~DV!3NZ6+LYd+lr5x+s1HsdU%R?u$!;()s24+1M!}LM z&LWU;Bd%n{d{0_|Mf1fh$*n%HF?VWl|9*f57paU_OPLC-z)9;dpocsxNJO|`*_~Jt z*%2Koy?~bMqF=MV8>Pc7xkT?qN!3_96be2}l|{;0oKO~+-YZaOdUFu~f`D_p` zb6Tf6)szS;n+=t|TxjRlq(?zr?oTT%vgf|!mY)zN8yHfMb`s;GjphAb`MBQoK@NhtLh6%_{n;@OF#%BFt5#`}5DuhX_ z!wJ9cNvb1(pQ1Rp1+k|~`d*n$f6l6Re;BBXHfH~27$6tTp?0=o}ch^5GEb-Ug06xCI$d{P|!1ni#f0yh4_J2xF0LMQi7l89W z%D;93D!DkCs+zk2bpN`fm;?Z*X71?*(Epp6|2gDePx*(q*;%;%r^NkDOEzx56}4-+ z#_FKn2C!-S+s?}o-3+S(77U^R@q#1?T(^Ls_|HwE$`j7p@%>^@Ghd;AG=1WrcikD? z=jCaCoM6eJex|_HI7^2Q&&Fka2Vv;?_is-N8y{4+99sM5Z+2;oOJQ$el`B*ZFiGq& z2!Tz&XFASNHn_vMRfI-km!yo1^Y0oI&Aj7yZ{CKf5vLZc+WD>0Z8paAz=$X5MmZeaT3!9es8yezmS|@E5%eyCg-R?ei^~I`$i06W<|} zAjiDN_dM{g^?GB4OI$}Nx|U2$^zwVOKOETapN+l5CX^1T-%4y1o3W* z>`4At&n@jUJyvU^Ds=A~_i4YMU-o*R(4LzUPc4NQ-?<_(FSDOWrdHMw@EGG}za6Fo zRQ602Kf?K_7PbRcFUZr$bT-Amkkqg+MRhW9;k4^LEOQ|#)^vtw@gl4DiFq)=jIui* z9OqN|EQ**I&bBmtubpkYxpq&Y=w2ZqVs=J2QqKu~!7agTwoSIyN_sKJiCDzffBT5N zlrz*rJ(s*&<)V|8Q@K?ic~lp<(uP2~h?_~MEj|VQbO9erV*~oVl=32kq!E7wwk2P* zk5X*=^IlT@^c-c$bMh_(awqz|&Ylx%@K@5zb47x?KQ#9+@F??O=2JBFSg?590uf!Y zQprEw6U^t?OAZl>&B^H}JDaX#7`t4tH4H9~i*euv>WP>4yF)VUdEF5u4>^t|^hFpS z%+3I&*x12LPa4>`Dz}#gpC?SMZwYbI9&zSv-TdcR-MbSO@8*x}9Q>eg4> zM{>A{bk;oWcYD5`M8P^94bP2!87$A#RHzNQ7Q&fMqMMWP{=t4)Nj!4(iU@Jk#;Vuu z$rk2)p*`4E&>k%oiQ10x$6&`kjI`+wYUDB)u-YUMV1n7Vl60~b8&rb0qZUa~cAGPd zz-xs-x85Qh@>t@fcLZbQ$ydQq$23xwQ>+pe3++B>`GH>QM)*y`K)Y0%G2C9S!;)ev zBiDn@Q#6FE0T<8K*PxEDG4%r2^%x45Dch)%vN7ax_7ko`_3IYDjSndQR1t{55*$NHWLg05x6{(>4-RMlY`_hc~i=&q0~cNdg2vwUS6 z$|RK=_-%Xu>E7|AwJZ>hc6D(hBmocThPZ|_Ru3{PLeEN>m;gRZ} zWbVC61pc|VY;8G7SR4`HcH`JDi?d}07AA7w`kt7z--fYJ8wv)QkdRBqdJ>bFFu z5CgyBR;7vLlT0}U=6fF$yFxEuoV3IDp)yX{p5>_860Ck_vr+y8U}%K-!-|pqrOwI?_CK=^Z#Rf70e6%OD8A=CK%mn(U=Ht{yauM%!n`S;(|sT^VC2_8&V9z zY@-dkN?g2|1Z1P!NYoAxkYRl;ZkoINVV#`r_f-!OP}lckLoRv zy~&Fd(0PMG{Rv0P&%vmk8A=~+aVytepix2^`Ub-Ui8^K`>*6D_#$@72%=Es+bJfF< zrb5iM>hLJtF|sUTUD@nZnAwEdjtXTbyAKo_i2h{ttJ8ln!W;80p}9h+6ntb++dlcW zCjE@6&q6~9bL%{x*DhGu6QSldSG#Htd=i`MQ|OgdwnN1&J_ac?&hY)DHnUHAeoCAR zL>UnWGiO}4dc%2msN+kX^vYcu@FyvhuV_(GfF*OiYJ~rfY?vH&AB{627QFWgvP*DM=IcW&+|P( zaLp^+%t1NQe6qOnXUg086qG|jm#2KTxoMU~i*Z898dni2!0BV0bF{?PHGuu@K@{LE zoK<;hetw7=4i(cSzmo`=o%2wd&~F(Za8!^d#HvBKR$DvYkwAGwb1(iRTiDw*t4QLB zzWqglS~p()94S1G!_Xm39DgU4PO^sQ+ODEF#WGaz6;uM1xdei=Nh45r$zFPJ)G|VB$zx;IX_2uRL zl;NFgo0TP!f7ip63$up0uyI*qhg1;6v`Px80yj_YQkCe3nI)9Vg%6bwA`R{vy=PJE zr>i?2^UNuB+B(flcp^lg^ZfwPMGbQ^JC;aCR*oK9Mr1i$BTrDzD8{hpyG3ZiU*~t+ zp-7RV?;#?dRXjF1b2A~RY~?TV6|~)DTq$Y<^hx#px$UfLcp9%;K{Z-AnatVo1tUo9 z0$5vDwB)}?e3bh(ual0w621JXFsDvqy=GeEh`A1{`Mo0u|9H9jFpQ56Q#!bZY_x5` z?x+WLdfD&mE?;T5>AS{X{~Em(*)YQ(Sg?q{oF0!^K1L5DLF^AA{-Mw^er!vfd>pr~ zPXqU{o&}0!I4=F#WcEq46eae0Tyl!jM_+1 z?&PCxVn}$fgFe5VD#03j9F)TmH<+adqLPC+Hdw)|Lpe<>2h+i{ZC0ZMO!wmXau$EsfPN+L?*LO2n=>> zU8*6GK|A#@^|7`g%x>hYPgIxzc3%H6*P}C05|Lp%jg<9{a2i-3ASn28dd$T;;H+h# z?cymw?B+5vGdaF@qetwA=rE5%q-d=MHI41VM`4ZIILyVgd2VJ9GQ;(bB|J}vP8i)> zVLzE%cZ}PTFGwkV^SjJEV)wSZ+u$u$`q-}(Z^b*SgRi8y8ZR@g*yk|dbt{8z!j|@` z!#Ta&8BfmV{qm(I?8GT@oGA*e>kHE{&o~K-v22bU2WT;%LD0!=Ki-I)Y1(!Vm1cL% zH@NU&KQO!lvI$ex(yI}ZBn`_Kxb;D3Xm#zTNDic`DaITj+CxJRF!x3A0CKVE%X^@? zXkH79sd3%TxjnLJss6;?k&LQjaJvZ=g^Ft@j^cWTSYSakpggcmXs9*P0oNT4_-zan zO1QoBtQEXJNH9Y}T+Wr;NaG|9j$AI3INTl^m%iXaa$#n;i+Hl?CeE1tIXL;J@o7ZY zwg$c?F&$W#$Zo03u8zk?97TTOrE~z#;JH9$N0Ya!n&F+(o@ow2xU5){_5u^ne}-ud z=_Yq>HZ3lg$I7h&!zUAJJ6`Yj_OtS#V_J?b+}fwcOxcguLR$#x*H~Y7zMh;7NH#v< zJVzwtcg{>_iyg}JlrLl$mca;%__sIuwE^SC*TVFxzQ%%9F8yP&8pxvLZv62254iY1)p-@w z2GRptZ1E37DyK|Co9#)=XdNUf<31)QKRo=0q@S*@*5udGPjTPU%?}?@4SV(f5U?e}*~cGuOO zwRplV2qbv%vI+lKUr$v*qzal&fC@h$@vCUup=MCCp$(kJMs14}oO-Uocd%des9o0_ zr-=9Lb<8_Xk`3L0_3JCe4#7oC1Hs?k#E?BsG}(EaiW(#Y6`F*#SoX<0}cB^Qy)&3D-Y-;5P z^ClV10f0Iz+Jfp&XfeR^{baLx- ztkqORUFt%WSZi8_C9QlIre}_5@E+0LgWecBOBbBD&K(O61Cw+%$yakSUL!8L@tuY$ z1W(EwDW@<3LmfLpSOi8#myY)3deB|hO}2Q*B4#Vu>Bj1`-Y9Jp1XY9|<;_%v{`MFg zHBU&ef7HxD@jvu6(qr*i3s2mL-)y(?uXQpU9SVM3BWghyI3JTFCBr5T zVXyBDwF8p)ge$+&sw9dhZm|kAMt6jLR(#OAYgWN&^kr_q`clz_v|Iye0@c|}-HO8- zBuT}>oEriB8E!;99rJ8_X2&Fkgh6|H#YL|{()()GmP4F}MJf8I^d<>I3v-7uAQe`k+AGKPX>9d;V~ zJ|h*|Db+E`3qsq)8i4^`JW4{)lgK5PXf{qNGV-ybIFv4I5gL>EOI3bremWqm{iy{W zE@;n%h+)ek;>RJ+Cqq1bI|!DY57KJ!Csa<2A-#8=)~_Dnrb*7Yo)(`fQqpY%(TyCa zc&u_e^ggL<|IiiCfM)Q3ffEr>%e(O1xDH+z)Qv~{4}XJ{5vVSsO#1Mg&fWUip*Fgd zY622t!5G#@P)=)jhzF$U5w>=Y@)wVkjoKt5>j)pLphbXY?H5gw4eroUU zv&q1w{X*>|=3?JheIyu!;ub?0QwLqIt2QAIPNYEq>FhK1V*mdiZ2_K#OTmFr2$~wJCPW1RYuVI^EAN2T2{!1M&#v z0~Mf^o0M-HY+W6a!tBWWlR&Jz!9#FLhOM&d_Y2q2J-l>7({kPz{{bOjXULHWh(}44 zprOKp10ftiTs8C!LO;9r$Y~%MiN5c9*2MewJ{KkF)7=Yn8%l<=K58NeQfcqU{py`nH(eMkR*Kg0} zsYoB&#$JpvkO7Q7!WJxY96>;@r#^-eN>QL;Ewzc4nvA}4odRsS(KBlyAPXF-Q#a8V zqSTF12o~>LCw)ruhQJiYnB#H~F@_jTj8w<3?Nn>oe?W`MkY8KSY}Pwl{MyoBTveL^ zWT~}-9O-()vKGm$rlb-fQ&mV`i8)>uyflf82J76O1nSL_4!4>Dcc9B6vSQiyHsjug zuAzJ1FP72?ra+JPyj7(kImLj2W{!sG7?IlJ`4Z;EiBWDos2$EG?}%q|0#LlVxX(2a3GdNWuM zzelKKVlhws8^y;iiyooK4$7b(aEis;x8(*BhAc>aJp#ayvI7e1r2R|l6jS*PXzc7ym>lXH zzVBXsuOG1eK5pT+$gwzJ<_Sk(XRi1KJX`T=GjPc`tp~)ndx*9Q{|)+z zoh8E*>Wa&CzvRysNb5Gl3!?>rOCB^y<61QGo9E$hbFxj3=SDxhn+f92>Lk)7or^ls zx?G{NQ_7G{>~^MO*=IbN-%g>2YMKzyW>7S8XX+x8-xb_{|A+njf7si9JL3O)zW>Yr{%;`v_khn0_{-z|FSGj}TN^0B3HZwd|Ibw} z0Q3LC>}L5_?edQV;Nturo88&k(sAcQf1BMXF0hajOynJHhmS-iWC}*)byOq0kNM({ zQZd8g4v7s1%OxBtXkn&;2c(Z%i%ov&ukW5uC64=U*u%yd#iLiZ)@f871nt_|7ewcq zioGpwq_C8NIhBq+j@M7f(h1NX2l)xu!lv!}X0cd4UN?K0p}N%-nPttLBR4Cm*Sf5X z_Br@d&xm%1Ia_)j2imPMmb$z--a1OieCF+$CFS2$AWF8>-FE`4YyW(v4R>D_Y>MiI zS|{JYOYjM$^v-Zj`*gy!^91rf-flP?BCX%dAuY>S{i$Y=zYnGF2`drG;M{cL*qTd3 zJ+kUweOme9&fX0gI+TRpddTC~cFx;1#rEBUfS@i+LuUV2>-7HMlDIhs6grDO2aLS; zjs=#M3)zzij)8AQ@HP!OWa!X-_fwdP_PP3JOH1qZPJ0F$j<54yUgsdG2~J>3U9`6u z6C&cre7KL{4RksQJmToVxWFQ4DTGTUy|X;1@0RDR(Pi34kPImrs$WD5Wc}=&f5Poh z^oZzH!qp51Z}fnpPGn^M9!u@Cm=J5mIJt9>f{Fb-c|vu4CuD~Ex6PDiFAz0LQljs9 z2DGD|z%s`42r1a%niu5t-mNixqEs)8!nQ$YEQye3*?$l`hTrE#XspOd5ygUYA0{RCf$w;MQ!u`oqhK_E?(D5kW=PQa1}d=6L!H zm)U0b4fsa(BQ=V9Az{dKdgOEC{38N#AjoQ_`6x|d?m ze$y6~P|X~fbulYMabSxF8V0TV6570Kdn=V$!bA|1{@_v9?60~OTY{lv3 zm4r{Q#NWnsJ(PFwL)4s<6ByyRZ^Us*Nkr^gJ#c<=1+eXeBlB{__R|mJvl>mWrkS@S+#cU`Y>+aU#)| z-s!yS&gZ7RSp}LSA_^gHfJ{~u;imnP_&v93zA1^(DO5>H2Sqz0bN0#Su#aMr5<5;; zl}{wDX9wC`N{9!}ZHjaAh(I~WC(4?!3qKVAar9)=!k%&sDg8%(+vK3&c5oXJG)HpO$KQA$E^ig^2=Q1*ssT81~Q~T#ZkRAb0NCW(C7&w&`G-7>zv%*n<;lw z)IyLei=BPN<8U+HDNT^wi6fRekR@kYUw~Szu_sv0G6`+4P*nO0V;(tOj%jmF2c9(G zUT=3{yg^5`oX?qpK5!UuDh1D%Fgh? zmQ%vKfp$$M-oU1vh?6~JGE0Nk(@Zz@?ez_8PP%kYJbsyNcea7j2!E5!kC_rw*CNc{ zrGFQcAe=X6gbu_SqBExE*mW*^pV5s`87)`&i9E>0W^i!@Phg03k ziD9vRb~R~rXpgVkvDC$NKbKlAZZdFt<*@X|m(~eYe#HD#55kX~V=!-R4GD0piB@uJ^-sSbwba|YbOxJ-nJ{Bz7_S}CNJoJY zw(bu_13Xu>LK=B_47edn9#e@nNc^a(?1q>J+g~t>F(iswr55GwJ#Ajgh+hH^}zscs(Sa219=G=ql95`F!MlC6FMS3}TP#JB&Ttn`P`ROKE z?!X;m;ebec)x$rlr!_36m_%1xBJ-@yIZ&INj6vLlX~|v${PhVZ?jKE}y~O+~gb!^b zLxK*AN-tHfE{QLcoLKJd`&&Ucj2xRTJ-^3e%~JSIyh1M#HNOOSp$kc z5cKL&l#rQ{y9UMFRU%jtWjnp&y{3Y7Tgax{+8Ly-sK>Ygu8K=3S(qC55@41x;9M09 z5wfCq?;_#CQCS>X=xIFka}-tY=Ox6SU4t1#MJ_p&-q8EEV3G7$FM2NBI*ivZJ|vGh z`$JMI5C8TB>K2jb^bo?@YY-Dqu_++jkbf#z?S80ko$1 z3yzk<(w?)i$g7|{$(uz(w1;;@zSXn|Wy!X4x?I^)4w!hdoAKV7j2O@mO?%PovcEw> znZ3wnWJl7gV$XmR5#(^P?53B`{7Op*@URK}X=GRSfr{t^4B;H0KkDa4nJ{%2!`;c+!P&&};-yKT zo>&YpHAu{UQin+fzW0I>Jv#n8x(NBw_<1#*45q-7aJNe}F&V@{1{`{$lT4q6AH5uDMz@Wx!EIs`$MIZFTEW>tC8F9%8h3A9ZhGT` z9m$CWjiBDbf}lU++i6I2rL|Q+>ocW0k8h22_!#BT24#pMwz+9<**>S;d@eXuMPU); z)(mgsD3!Fl1&}9e*i}e`Lr1e+BZd^6I}72rCN{=l?W> zh|!i!+Gs}Yx~@qd8)Q}2$pk!4$kWm#WVaS*mEZN=1<0CMD#@am#&0Zg{Sf#d4byW@ z;zzaOxV2*I`fPu>x}SXdp*pHimM4{H_4MMGhAo_k(Saalop3F%+_C+btJo~KamKXX z(o8%SCYpRLKa93cSYRiJ^W)Ki8v0!9>I%90$0w}BbZTLR8g$59M?CcB&12e+@HHD$ zWg;#^eOZFz7>!A!k5#>{S1}sUN2Z!Qjz`A zU0mL(NE;W?WzPB?>(umt^iv)!a2IG2oq0aT!oY}wbqFZOG0-B0sN4~u4aVPWQ$$$1 zW~jd}V}I~(40+W%j*s!i_d(Gvb2mCo8*X@ME=`75;&iNeGWls5mRO7*%8s9sB1iIN z$}O)f-IYD)x+@r|dI``t60h249SA2@G2Hb3>W{HUz?BsCBuq@jxBV?RJH^@v=RO*^ zQroI+mtGTe>g_^&fuxXAate=J)8iJzen&$DK(z09+n9A5ieb@$<#&-iZL!-~V>5dC z(vvJEOU0~tT+X1HiJap{Iv=d6Q%vepBHnWO;&GV{T>G|-SjqZmF`kzY8N{ZM6!F)x>OY&PCVb{+r*u_{iWIPxRh`dxMbEo%9I`q&Uqq1l%i` zH}v{w|LAH@Zi~PHJ;b9kYio5sVk5kx1g+bLFWhoZi|@~nTWKH?dUXqES~IckzAl1L-X}idYRDKJ#EpR5nS)Tql4!Tf zE-NB7kS%j@$$iE+mIyo>UJ>4>a>8o|sej-~qeMHe-qSwD#a5mcp`b#v*_3s~xRO(! zVm1J7ACh#Jts&-??^|jFNeNK~O5+R{J@_IG9q0!}3db2P}zNBdy zg`%55?eJoK!6))GdE%B<&&-RW4N zJBhrqb$Gh+69Rtk%cl;^`(z)?bCu2-%KSAnGzLE9Z2eowwql$;R_NRjnsk3n(a zR*R^o1fd+1K|=TweA(d{#8#_hEt(Q;FMiDMIN6#@HM;zQhw}!_8&-$wV{?GBR`jBP z@<)b7ho$a)&w9=bhAF`yxc?4Bn@CqKsE4=T_82QIhwf`zU5$byfDpj48 z(}U_3-7BNk);$vT6LV%Y`or6qjI}k>7B7;E*bl1o;m^QT8;f||aDoaUidW33ToJG) zfGt|2=*nIL{421_3Fj0}OY{?hV|UbfY{fFf1+;$lQ#qA(cT1j_?ZSQI*m%!qcIh30nF^5QtYz`GFmPb?Ps$Z)ZWyxdnf(|B@Alu*fp+fVo0}7~!xHEdl6(~> z80H7if{Er6L_nawj$JG~TieZqujmDGsp@o|4!X^!B#%R^W)!Nl9(9J!OOZmQ-0$HK zO;sP`Aa|;oiLOe24=@po_Z?*uOLAaA5bG2e>k@ZKQ3iGYR(-vi#$1jO34)qCqH{wN zu+nlsL#<5#O}%r0t($%B0PRT307-zNH*Se;e;{3}AZ(W4?J69jC*w)i)n=iJYp#k= zi0=a;MjXH{6QJcP+|UN2bRGfQzexD5g-8|#_5o%XNR61l^CJaF!DE<~_-CTdbTuPO z5yy~@M6Xvo#-X7&KT+tHD^3%kiT1D^VWNN1{iEWteHC?FAXlcKugJ(A54n=iNc)lo zD}g%R01^nE0P=+Ks?bVK{V-9V6u5Jb6KMenYCarjsg^*qojT4SwkorscgbS>(6kg{ zgCV?fB~OgJx|9w7YVj`C!7)qVFEKapau~uWHH5JEv1V{(WCE!>%@dN1E!T$T?}w8` z9E!{oRRd;!wvz8d7|^;L#oJ32ZyJA3h)+SOMjJ2@7%r*CD%VL03chQF2xCpdg#6-4 z=P9OcxC|0krVmUe@GLM&wq#FqJvG(|htG)`sVK*YTG?A6&8@JsUjHe+5cNz2b5215 zZ5+mh5=02F0uOBcoKyeA>s89IeGIR}LL__LdN8@MS>aI}19Pn$B>K(GavaF03SlfZ zVJIC{V8+NsfWHNj@Z6APC1-Fmx{I&m&d`#pTxX5YJ~5-y1|g=`3PYn0L05iGyOFA! zL!vT)gfR%Kxokq8+6XlQsvahEG5Py8nPg9vEqUL9=2gq*=MvepG5JhL4NwgeHw=Ao zc226RU`70iN5OnA7|r=&T3ic5MIGLfm#9=I!k%_;P%K&bSKZT*d(yK$E#-uCSMC>; z_RHx2^Nw83G?2&7K}}q%i_xy2l<2Sphg+OQ8OI9dIN8bKxSsz5AWBOwI1(*MkR)gY zgH%6O?)(8iQDVH!y~=v@jrmJBkP2(!hTD>Hz+F|U$!}mCm9mpM9E8Y)WgwpVNQd0- z+oOYaw&))p`WexY!pxAMQqf3BB7<=L(-fA_8AAcrc0GU|M0Cuh+%CA)Sc3{N+zk(S z4tr=vvQ!>4%O~ZkYige{Sw2Eh3OSljY;NAB5qAzxys$Q-hS9Z7$v{p=PPU~qH-lB= z_m!W7*GC`6KLs6_I^aEQ(!@JR5!F(!%O8(gw)^!FO;)_}qI{pkWG)pBwe#Q(!Y8lh zC%YZDc8SmIpv$bFlnDwg(FV%44!z>f%+z&8JRnp5atby8Q~rCascH&Qq z6tOZj_kHza+@yYU;GcKML!(Yl)Og?K{krh$4@`7bRLd-P38tC}8+U5lOr|-t1;tzw zgy%1D0eSd=w~LkBh1C4zRt^|2)WAa`neALMb6NZX3q-9V`@fYO%fCiB|6a-cUymYK z{{Ov-_>Z>#cP01VI_+Q8+rMN<|4zOECD_;iEdTkm;(s(x#`1UY^v^~936nUvx&Eh8 zE<{^9Zle{|FV}GPX50p(rQoecV0DzT0}8=z5A?2f3%YsW>PSaYH<^#<>vch#kQML1 zJd-|k#DvgL-FZuJap=STF|9IO7K zT+=BdS4`*an(n0N{O$GrqS}-4u0CN{*Vp|nc$RYIG|YXU;@vyS4Qk07+f8x^FwR-a z)19E$CJU;leY%D8$PZQW>in}aOFU?OCKqq>u1JLxH$25hb5TE7R=xlG$)BY?wnvAX zBp+`kengw|{n0SfWD7rnyn2Nv?y;|=B4 zwBNy-m0`$P-Kc?$}hK3s9Aa)X#ImG|TB zm0QQT9wzY58e7AeC{jw&! z54bDjb0xC*vn(A1P4K0n{)1&FfmeYL3I*N#tgDUYE)@7=9r0)?6^Q6y&KiWhU&cf4NcZ5N6}O&wJz@5SFK3e2xI?w`T7 zO%2-s-UGx;DPf;2^a#+H(sr!cZQVfDNTK@~eXj==tWPDC+ZW~7abWxw^J36p{yZ-A zxE1+}!g)KQ{jy_A=PlfIGGzncjCby1f)moz_>DFS(7T=XW zC5Wbm*ubiK8(<5GKM5U}V%orW$4+Q8O&Kr-gYzp+oNe?JBDfFP!LCxgN2+B$ohXfC zXZnV$XRs$eWFJDdv@PJfO^M5yY_^<7?Q#-+$r#|)&_fl@O~pKTtmffS zlgx&-t3iQ@s!&O`x6ZXpH z;LIMO+0lFDRbYD9xQVLd&YXJH*bpHnAFG@udJ2w~YX>=$z*H|PIGmFAkh(1sbXIN= zC2)|aryfMWq8*_93#i4P|7jMjjjE>;5XqE#D-cv&V$(r~q#*@&nh@`MjD--|)<5kF zF3YU(9Q@AWs;#|QDo4|KU7W3*pezuox}E3mxXPiH-?K%PrgW3_Q;nxFWan81X`PeR z0{cXPw+}cHVvqq5vWzEFD66d{Ezeew{z8PZh8qzoF9*g+!d{7?&xq#} z2_K2X*^kzs0(Fn;A)i(U&LEh8cD^+tNDIX9H!6yH&Eq$52y><8GQiFVKDQtgvsDdV z9NL5Ng=p?;0oKxzUUjwS2-pR6oR;nWx#ovc4cZId}-8 zW=M6tPRBrwj!fzG+|5^-LY-kKE4~S;=kYZJTE9!}2JfGFdT%HXbS>XJUC01`4Lvgg zq%n3du?$q~W3|WTPLUNjjPf8TVd~+2dNrrB>yt_Zq7Z)`rprN?YS{{^R?FAT1Ncoi zW6N|;LuN6ACxPG^p?wvS;LQAT%GwNfc~?OD!wntrOQs=KRNs-Ldz z2|^+K*tzl!0mdLRq0IDF^rWbzo0mxanjqbDiVWqm`Qk)H9|l8ey*S{P)?wX5v7+iS z!FZ8NhP91Gme6d$B>$z!rQ=BUig(qT8V1>$Z}N`iDVtG&#-6KjN40K;O+Bx}>4`x7 z?M68pFq3khSl>OvS2`ZzzU-kvh!NeTo^rC_f^}(UViQT~2?@8!jjupOzNzy>HGj42 zmIK!5t ze=&Z8((Q-^C8hN;BD0-X;-UjP8Wo!Wg$==M?cffWtU5xl31j7%;*aMqAQH{`L_d1w zILES2T9%pH<+VO-05o!rsic4J6s@!Di_bZ0W_?QRngUHo;!B+FnRbJ(TVMnthg*zN zg+IJlINoEX>P&N{=XhE?;CTo8#xup-ILuehgc87k7;i8>!r^yU<4NPilV-gmfp~fo zB7lZ_`BLbl5a!0{a#cR)AX$7%zA>h{TZMSUQvEHhf)O6G+?%q9m`kDK-!oY@FJI7fiyTdv* z{x>s4LDw?*%yL_%;wLoTx>d*}QQ0d7VUb7@<}POJzWdJ&Nt!pO2#LOA-jTfE;9?uW zcrBEn7IN5(WJcslzFw@o?VogCg2p1=Z$mzbWa6>b>v1JJMRsKYP$LFpI zBbY~Up*T=1CWnAcmV4OG**X7kjD!=imGZ}W{^u3LgJaj<{meKYe8K*2pCfr7`;*l_ z@BRGaCJ)DdSuy;pRRZ82T+RUOfPd|BmZKs4{zo5n(~cUN8#25TA?qLu?~K$6!799n z0W@#V^OMNpq;Sw$Vu(?rZu)F;e;|-7vcIg}rTFKYrZ1OHj>p~2e!Z+{w^Y(u^Yg2$ zY&SFvAD%{zQ7z7^)Vu!LH?lg9>T6&FFQQj1{9mCC4irX4y4Dpqy+|;2ZQ9xZ_BE=_ zkvKcmq6?&?yIS5FA*Q`^y$hG03=e31eOkCn8L-t zetC-Gb#93j`M%(}R=|=lzH`2-Z?F9CW!BpUy1$7n1F2UQ@-`8y*h2X;2*JKybVTCQDS`yVLEjinapP#y*=y`1p$Z zh7FyF@x-@JkFHW9i-+st@_ro7;?3Pp%9u|O@(`K7^c20NIZ*)q+AA-==%8gJF+9fX&Q5}GS}X(J*X@B);m4$M5< zf-i4r7*o1-R?7_={nM$Dwfy>Azo$+HxV)MRnRpp9)3p1vROhoEe=4^?4NI9zQ>X)* zVaDYy`E0JE-3aGl|Hr~gmZGP|1H3rwaj-!cujA)c$*%RuN{oduVK7RbnEHM4G!%Cp zAJ4#K9fgyUU_Yd?3Nv~UyO5?7Y=};kU)_NZAC+ztWJv5r*;}0IE4lC0xE4QA(Kakv zQ#aDI%})s!q{$2P|3K*Y4d2UtZ1bwVL$L)B!ycbl&8y>E*b9 zWc=nJwVJ^wb+}m#O!nr*Xb0SaoX)!-Ue$slK-~LAmkblKT0X*)qG_U_Xr~p)`l;m( zwJwddI-3(egm3eNuX>&O7xVnJsr%@H{ZgV;o(@$r7z8YD5-UBw+zAhO7&(|zJ{|CUdTk*8aqYl9#> zy_O&Z2_Lf|o5GA_j8N4dA1#y(3Na>+P04^RH;@S(xJD+zB|0G}gG2`dy-t;63iV}d zvd|n=RUZCQY;|h_j<4vMHOnaO=f+W7@3+`~KoVVF;O^M*81g{!{0mE3$p(7Z>8bC- z1{2e_UN8G&(yfp6J3nC|2bJYbcgitCfzDiLYCh^$s zLOI2grxc&V`p8Nz{Vnq<<1iGgV6D`lXYqjvYCK~O($&KJXdSe6$(cxk4) zgeQNx$r|-rx~`FkR1{~PJB54@>H^FB3)zp!tpy=w&9ih0!A>8lF&IC_Gq1dxx03K3 z7+!I+O_%@r4Ua3NQ=!gv);`pWJiiw&gvh&}of(#|A)VX*3B!<`{@c_|7_YCSMCQ~l z`lw&^MU9Xv51co)B+wrzeKsE~mP}Z9VuGr;cVSM9#ua8v%)}3ccgDlB^7J{3lHkn8$YezW#1SRrOJV)k*XtfWlddQ<2+(rikfTki`e#fV=_H5rRde9 zfL-Te$)5AWJFP(1HzufIah5RvciAyta1VEoPs!NlTi1ziA{^Z?LlO6bkU`pp=q{*>5qBZmGe1A_ zyXVKAh@?hutFg8QHgVb`DWj-bd%gxQnFx3=`Aotqmx@ZSH&l%3y{tfx&?a-`lw1jk zHUCb>*c29H3e7gVVR-asO?IG)pYDtIWd#`}P!ucYvhq{aVk|Vhq4H+rwC+eG8D0{m zGJ&G6Naf)pr=EPu_j2C7ZQN$7HVh2+#OZYT3J)W!J+}zgLJ`DHXp!@cj|u+#G&i9= zmOG>zE>0hrG4Ba3*48%XCVoaMeoQA*h)DCNLZ(~YA`^juo=h*d+TdwrXiC?eW<9cm zlrp7rmf@_QeKZPR998*O6k1ab6lJ-xrWc#%R!-MnNEQ-8qj)x_%^4LjDsX5f6<8}$ zO;Txy_|Mu7v-f~(A}COj$vRqKbND%)!@ss{Cr!9c+so<*ku7iNC@x6xR#APkhJmB! zI2aCi7MxVRG&Q|EHO=?o%9hHgR5;t{i69cN_ToIvhtlK)plU@Mzw`$nC}emfu^oIP z3JgwkS&=xp7ugT5L%IZtUTn=%{yP0=X4xp-9e8C^`#h|9jwlfs?<96hjL!);@rY%e zM=j`!^w`P?Cf@ES*I{T`5xYO+611Y&s8H}uY}UM?>nmAP8x4Zs0$PNB=3A4LN4>PT z5wVsiV7r2H?$G0Sd4(;P(JlAGP!!g>+zj7?6sq@@O_)@XC7Um=T*|Azx*}1BsD$#p zLzR3xCbD6r&6u-oi4>PV^ObmY;i)GXvW;=FtXEusuo|P{tK*nv`h#B)pxk@8mZvqV zhaJ9?Ije8G2n(^W5KuB&*A{rSr$rG8$HG}1jMW45O{4Hvdgv*;VItaBb`f3S=wzRG zC1t2ZN3_6mk8ixddW&S6>poQtoltkVGe1~EjHceo`onmXH58|(bWGd1>6-`A2fPsx zkDJ;aM>ejV2GrvL%n-EM)BXOzW-Gy!boChwPmE`1NMTQUyjQdd*FTcvt1Lu|l_-B! zlF{%g{T^%`wFYTm^O{tmJUF{9mf#*p>>^GRIlt)tulEuLXU1M;kzbp zCER3c=zCt!Qy&dW z(C(r|!$>VeBYccD6qR;q?_R_S0fZt?!Q&-FwZM73z~t{o3D(d<$$I$_3HDPQ3bDgM zo!^>PZAJSRQOTTNBuv7o&Lr@>#YY6zN7897=S{zatdD()wsUBx`09x$Ft+c^Y*kUM zTK$wocshBWfnZsJUle4qhsQ(H9eZwILJ=`Bw!^tR)v|G-{_t7Bpt(C=V@>CNq)!^o zTCeXZd=~Z*kkgwWH-0anMkconP&Afh*DI4m0Uhxyr=8f#tSxLQ!78@nh9J2`AgL)D zW$9w9pf^qhx;Eur6bq9)d$=)UF7+Lmlp(x#m*lG{Q_=JCwlVDHm3o#Myp4kNmBmQL z(@MoM#|^jMd#F|}`r3ckNcpcWaSscM|HUPa^WV9|0Ul53fLASl?y>ssK5>6r7yWH9 z^j{p|{=Sm}j&oB09(H;t{@r>Bvc~(fSo^c90^;KMx4SA32f5V;2RX&P&Xg~B?dR<^ zUsqqJ$n+_2s_;$=>PfwYV-sg|8*sYWIX;Drx{glouo9l?@zeig|gU_~o^Ut-B!0%%3eq5g zzvrw}Do zdXdqbi}s^q-ls|OZF4M5_|7(+Y^)J&YbiK9@t(#H>#|QhqEY+O{AMNaa-PxU4cRlk z9g+o!p(ckX44}Q@@tc*clre9$bH6s-gi1lq0EUdmu|R3X9oE-B6qbHC*)QR=y^ zrgDK|@KjvKW}03#yP=2Trfhze`dYh<;IKmn5&tL^r3pahX-8?-DeT$MWPD3D9>b5= zQ=@PY=wdOZbsI-iGyObNfz%rYDhxI4wVIRYL}fGS+V1pawsAzu4ET-}<3-O9YQ+zI zjEC8uFDP+?-}mcKn3&T64Ec_I_A0nkTk2l;@%G&9rfv1KCHf*Ed*lWcB3AHK&%P}c zgIAj7|4b~-_r$NP?p>i4+2NMz3+aOhePxpYfp2%Vnbtx;F{&9Iy@rNPk2O}N(B_mO zHch?s4SlWdkF!jMiW|$=PtcJvvtw`rl;gw86ZT2qEpBQ}p1`b9g#YSJxai9axmu``Vc z0p)Px{nEvU0vk{W+XG{b0~zdLD@ZQGEb+ZjvXb{l1w;J@M77gT!gg(9*bgRKDKslj zE=4z;BiW$g8R+HezU+LmG7}K}wZkkIee&T~0zD;yT;=n`AKO2q^AGy-G;&0s(1Wcj zKP6}+$WR&()zOLICKnv*vzu~1VLSM|cThnmn=~}$} zgFbB{*`L;-PNGV(oHW%e8h#NbPMi8|64IMCX%l^pd9M7}5@L{9lF^G1Wc264wCG1) zO>9YuT7VI`=`@#m&PUF!3dHr_dS8COePO|VRl%%9E7Pt=K^k!jL`==mT6q;1#N<0h7;8a(1LtSIHot$SRL8=BOKY+q>+217vjQJd!@^)9!g5_y;H0p| z%4r=HAoE+BPq8qixorWh9u#%c@f0n@>1#`HtiICmQ+e~Ng1wWCP1j1h<9ShqMNM<^ znTG0ZThM99J9r8W8lXw2JffKlm0y><-V^vKExSR95JvaBAN0y)3WHm$c$iYNO7CN` zWP?lXiwDLEb8>_{(V=8>;_%;vKI585v~l|u&*Jxj5*}JGcARoeWALZcRdA!kIv`Z% zdUZpi5Jy#+fL7%v4k;D4&+|AML{5bZc^`w=l9)8b^|}nEg`DsgaE*#@qxM;=mgx?S z&OVs*xYC_(7kEW8}(nQ91C^RS)}elcpgi~gK@j9 z%wSj|41YDw&x*cJ=Sq*je1qC64{+9_w*qFmWbz}2a1!j@SzUGeou_v?9JG&X%OD@c zR1WLDw`5VU{VZhul&u+gf~2t z?YDC01G^NH@zBwTbS^rT$puV`U`5&xVMYMu!aEH_svYDnE6)W;Ii_fgI!#$)5P({7b4BdrnR zGz-V2ld>0SjowFHWH)_gDm#Ueewr3j4e48M(!%lQRWp1s+dqEwExCjT5*1bkR`Pjz zuU;h@$q_v#c65q*RmvEqLFj&TIQKTadm!PE z&Ui0l9+y|^9)(eInMECElC>m>E=v>kN|Z}SoUa+$O8SRbyX0hX@+q|Rr&<@L2x`Qx z-WdA}eQ%=iF)pc;nXjYnf=9&6=ta^j&#MTC1-*qDoXvWtBI)8aZ|=tBA~H4Ysc3By zE-HtE=`R%6ukukVXcCTvW0=KHSlyDgUkJ5PE7^LaDnW-?8`Ha_j50aI5gOvv~(}0Ybq)vshVg-OS?UH z9jU#17UFcTv7saLX~lbF;@c1i=cAK*>d>U$_h&g1&){8I1fC;D-A6B(ek29xUUCn@ZbFKW*yN@SGw`oBG@?_V3y~gcQT^ z_6)9G7Ra=NNmN5@0Kd0e{<_Bt@Y{*& zzg*ioVa;rJ zX$4X}vPg93XQ^V5yzPmk6_|+sa zBZdpF65okAoEJd#kv`*-+IqX)@xidR>3KlyGc#doB@f~##l77iL|l*XzNBPH&q?`t2l71$!)u>cpu@=%Q?h+M zC|U-kCuuh(T_L+X`3p&-7&W)eY4;acf+SgtU`veq?PSzz;iMR5Xa@5+GmGx})>?wx zFHQQ9Dz{xn?#psw1V~E;xCy^eBodp}ztJ8|$n1Bi&woWKk_FE^cer)s;kg52j z9(I{EEnHxkQj(b3dMF85^e1|SX6^hs3t)Z{A=4T#@~Q$$9%T<%x>A5L)g3iofDbS7 zM}Fy+mvOCY{gz1Alu3k^!5OhBIe~^EYkf0TMCF``|{$aU`uri}`Me)N1gUA-By)ht(XGBVMezpD5XqnZ2Gj6Mn(!9*aE zHJ}a;+({cUKDw-BitzEFr>ncf8i~Z>=~P&WRUn};+&c6swz{zpNo=vt3w+Hca}m!x ziCcU3p0J9;O@-I5)D~HnqI8-_Ibj;!o{l3IDCDp7GeVR18@VD)#D3{!g|8)kZ39j% z+-Axux<5U;{|DKxNTBQGsWsS?qz<_T)4 zuo~&+xj*`CXIZAEH5F`ytwIEA#wit&m4-v})?)6C%8O3BQmP7(3%T$WOT3_~V-W9C zHv&}td80Kd<{^rs$eCXy3b@7^u&d?p-0ekw)G94wD>Vv%ScV6M)dQ622r3MZR2jt~EZ#nr{sZ^Mkp zlQpE7?+eLhzRga!K1P}yktr2-&E!(hRi1REAMwbquGf*_mYK_UZ-YP=lTqA)d8}-L}c}x*c$lU0B(X`oblfHf@fHlzkMzfhg%(P-hC|wv~f`jBC$^Lsa8NG`_EO zcVuHJYh+i@0oqsk9myyL6t5yyAlRunLcl0AulXjafL>VkE>eP)-oh7kw|C{RLE2+4 z6*PR(z@G(0W$iSOIR@oP!B>rsRcyxPSo%&e)nCuzqbk6~iTpcAhX_eK!qz9IqiR8> zog#}!t~h)zj6n_ljFM-6kW>LNPUdKy+(k<4%Z!~t7%C>s@wsFOjo_R2!SDUs5G>!+ zyrMSxO6vm4IUyL;UdQX74^2#opkud@5q@$>LvlX4lEhutt@a`+J3e>^TU>#1Y|7%Q z3Uisug5j=cKQX?@CU=&#p2k}*U#>rRAG=xoQibxGb|at0NOL(`6ypokGAirsyWO=n z8u~v|Y0ijto?%K`e~p`LS%2+0o=)--=Ic(cQf+6+1?R|#Q|EN*tmyVO&b8ST1@0va4DeOy7Q_tE#=c&6LbMCAwA z{c!9;fP;7B6@7W<$L|p4937)@cHZqY8Uh*ioAxVlxe`ryMBU20PF8A>j%*REaSM3# zbW&iwQ$(HJl>asNVChv+{AFFng!>zY44;BQ=hSuAf=IUe+MtYV!%Y;x}@Y}E3e*EKgUy? z+~Scmr@TebvkVc~cGRlgUayFA2$2 z&Jd??vF`~8KJu#6H9O#BqMb#uv*Nv1J z#b5NtO6ePGXe4qdTlasN;q=By&R72VQ0%)HGAbe3jH*P+C)M4k(%Xqjli4Gh)aoHF zZ&kF|R^J)n32SG_)*&dU4{@czE(*dy=b+^*Q3oNxeB3cso$8NQSa?ds3Z%wLV+@pH zWT!Y06o2vp>gJ+jwc%Mg(gBPCli$$fVb3U{mQID~Pc(Ed6W?)bz43ND_gsCdI2QU( z>C=XCTj;!aBW(B?9l-Efre{bc2j_bR(?j3-rJxG==486$gI~8HN3z5+rbctCmUr}i zIr2MBL#UZJcwtdR)2zcoXe5Isvjm?TCxGX1BOMKz^J~etq+pvRu)Q%m`6*mGB93Y$ zpcf6mf?M5(I(K>YBZYVSO0|Z}*iKrW@Mp8nss(ydS$8C|W{OO?!?N-)HFZWUaeB^G zm%D^a&rdtn4@=*(=7~&A3Zv5+gMbEr++57|aBF3H4a11-)f?W|X?dg)u1gqs8bw0~ zqgNf1nykOxC}Rz&oM)bT>edczilj^b)J?qQG^O22>{17LxhS3l3j^LU!0ZFP)H#oK zCJ?8JccgWs@w5%1OY{)Vo~vN0Mi=Z^O7hX_jgJRn;;s#Az;8{*ASP`>BR9nYSQRQR zqer8mU)7s^$fnV3a2%yte(rF+o|OdB>QdnlS~B>g4E=F?PxU7SH)qsNX4@x~&Ir-f zvNy8U2Mte}okloFHLFLyB+3@4+`ZIO396B(&X)Y5;f*ekf7TulxbX4FKc1kUm}vU7 z``o~YMr2po9)S+FaRwcBC+*LQC=Z`Q@#u!J$VTBeI{h>ejOtMo__13Ea;j;z6cgSW z=5E{Fh`qJZN0`p^`qT<7tEp>LnBqjfDtALz0&>sj<6Y@D3X9kmfgM<~*9h;vE+}x0 zlN~CVoWCD5;~X%prM(f7&*heMVM%$OtBuGHFYTp2)J0wrW2$Z;5aEw2RlTUSCL-$a z1a0vEW8&sl$59GGvfFF4Eyv(aa@>$#xb26${R5aJ)!e6p&2LV2Rq|;ARzX4DWl+;` zCL;L#*|vUSx=kK;N8}^8p=JMI!TV4D$i%I^Vpwizc$|m!EEH3-fks*OXI0bP zRo2bw;UvL*@NobLqmWsajO-<*_>p1@S7~2B_r`LDfZcKrsc8;*DrE4D< z813xcdCGw088_#P#Z?ax&Fb&?*nv|~sWJ!Zu3J8K4pp=ojfb5zJLN$GS zT8s104|FPcH*WN+OFKM^M@6vI!mkY9q}6K-=K_ir+%bZ)Pwve1BHZKqcT;t=J9n1g z)A;AiwlHm$rli~v65crx=mFCG3s#?oZV8T_QMr(4YVOQn2zW-**pz|h(rprZSVTV5 z3>@~AD&Z#`kW?Jc^Rt{b$knaybq!Wir-*p>qC;+zG1h{6_R^Nbmo z#6Bn*_e>C{&YVZ*oHIALjq1E!5T|(97xTgvTclX>)<~02(?CKQ`W-?4g5j%cuhHB+ zQAZuh?8+q;r+ce&w^2aE2#>ckSr=3n0J~4)mnDl07upv0t9lAgEJw z#R{VlniDgmhBdJjE8I|>>Z+}V9>n4v_EDI^dV$iN(t>?{B2nWlj){POg_c-SmvLfj z&5DoPG&H}GetiDiGgawa7SV97uy)Qnq(BVOLi`R1b`<&uQ$eX`KaRRks?YglHk}Ts zxz?;H17xM6@-0(X@S#|CiQkv$7`J!Or88_-g`|jKVFRT{m;!#S(Z~o(M;Tsf*@xW8 z2g}`M@NXQvhS$Po3UZE}l{kM} zayMVZ-dxZ$6Dp~yKF|ow<7az4TZx46Ko0exR?7Opv?DIuzM?2b3e}og&`d)=QX8>1S zUc%HWx^C>{G~hT0T^1|pZEo_;!5(oJvCqp+)91~?cPIYht)Y(jWbE*+$7pP>Oz!!$ z<-!WBXGVEi3_AgJZ+@fybTj7?G*y&HYK?O6PYF|xW`};?@mC=of};K{H}XoK#}Z() zq;00~Xr+0p?2^XDX#eUZ`zXsM1%ueyE$hKz{F%b1I3wqzHzer_GB!K9U8>$+};i=i=`K z6!-1xex9kTsE2Q7g_|-(iok1$0MT!5=L{}02LcmzFw|@kGM%U8uDFh|W;9-SeO7d8 zQG7?*;tG?Sct4fNiB1@zL`f4-Ex<8ki8+JIBu^sy@{PgEVA<2MDs;?WJfR1(5*@Ro z#jBKuq^IT^o(D{A{>ZR}JUl9dzlaMj#82_gZKvIqlRd+ly(8Khr)=gHVziph`Kd9N zKJ_;%>}~fk<@xQkCs))a>9vKmqiAa#zirfd{qcD$GF8l%6y?g7SoFPXBA>>_@zW*M z(k=$nY&TYSWv+jzz@0ZfrBOQgDRep!T&HQu<_wdNUS%kt#eR5gT7^Nbm)`WrU^{fm zmtNI3pDK{2MlMAcbq%&jIMtzYVk_&QH?^eg)F&8iTfg7+V~vmRF+E1U+B(NZwpZ*A zW~>V2#Az{1oEMe|mIu^wJ%eS%JipG>Devq;QE-_RT?J9++4O(!Aw#R{cwx94DL?zW!8(7e`SWW}j3Mx>W;0)0POUVrO`=>InVOi)U= zI~W#3i;>~6G^)tJQE&o=0 zk7|6gHNOGM&c>Ej_P0UNR(#T_pUYTH8*Y6#xznxY0W&~fp8lW46W8A_;`vA8>B0Q? zUmPvC{@p#N|6x2m(EY>b&%fO=^tT^1_=nT0|IS?c<2j)T1hBJ$e^>0cn+Mncdo-go z0U!V?&tLFA=A$MT2apv&!NtkJ%0m6w7W2&Sa~fWI1Z zv2(L>fbn?2G@QH~U?_+i$O^6ihzlHY@vws-TwpjD6Tk(=C zh5|Tv!JHnUKz1OQ_alUt8wAetH|76eKVm>i0wx<~bC3`O0Dxur7;=Jj2BH9f+XPsz?Ck&X@PJuxadCll z0!iiJ{4+-d$+PawGY@Pa$uWBMbW z_XFl*_>l8o?F_O)gp81y+(2H)Sn}V)zi9v5J)p@AfQ&T%BK(W?&ny6L-{AUy#|03O z6P!N?90P!B2!QnQe`q)$4lb|;xF9rO3?48BR>5g7+bWXowU1KsY_5LGZv* z;iLdP#2!<)z;Va}!FXsY;QxTXQTS1V}-yuAe0Yr&;$Gt2g3D{{(=8PIz)yKvUuR~h{yYP zn#WT7E+eFTe<}14st=O=9fzd-dH;h4d51_ABF6{KLH_^76?}dL#1Nr~E+~BbeT&suh5dx_t zkoTeAKh_Uy4S~S@90;x}5d3+M2W$(1r#mnf#F7I`lO6o_VA(-tArJ+K_dzP)^hbV= zl)rg%LMBFt?0?G+f(3p!*xA7X`~AYr3mJ_5s__3B`|AzD=20Dg#s02F2o!?-2;&CN zv!I7}h!P$s9+VAJwf3lK2y;jr1mFdyLJSrj@QMK3cYu(Q@-br$4j`ES zLm3`JAczNCp2t!{^7$QmkjCF@#Le|ECHwyo~Usw-mj}qd3h(CmX>F>{Sh@T&Y?a?2E1N`d~ zyqtgDIKg7#0&)C#1zQe(q7)n)++d%0$R7%ugqelCu`T$+w}rmF@e52pPF5q1!U&Do-&B5@=f$vqX;i4O0ggjg)&oNa96;9LPX>tMnoh) zVJQYqPm-Om@uC#7BK?H%2cg`yixQ#0)HU@Od6uyGf5DRUjQ%9x8AIICOV`oM*3k;R zw6cVClRyc_2p0)m=feX1#R7^pkh%xnPnBq84IW-|uC{6IatgaeuN7$t7kAC{a-5W6 z8_L@o?Bxxml2M4>vrL-}KSGuPUk>G?)p*AQ=MxxKSQvxFS0507NIcT&hYs@<-_Qu! z$y3`BDw%=+Yl74W`6AoclV}9`#L?V>z6#2cxU63ng(Wbq5D^OnrU7ZU6`w*ffq;NV zQWgvMAeuBICm+UX2hR4UUwxeo7Qbb&9oo9W=8o^j;(`Yp4By>0T2+}R2n0>q*b@F7 zim6Nh=|EM%Z*X!v4j#(B>ZTp*?JpSTL&Q4R)-&N_0v{n+M3^-iZm5<7jQjoJP8gIA zwhsDs&~x{r)Ys(tI$g{=ZyC^Stf6@8>N0MW($NS}Dx8w)39c6t%r}t^txqlqDq#5D zyty6q&-sK?A5J|zgZ`QRxMnZ}XMdHPlbdTSp06n-Subh5L=&M>mc# z8j`4i>*ShUr?&0F^tfAoN4C9efdotKmlfgh6vILqXnLl0zO_xYP&&!Su<9Zi^d3L* zDTF*pF9NpMXrT0X?lGUhm1*7(-zt&TuM1Jod6J%B_Q31aTp_N(m-*a7>yAy|A~qew z%pZ~;(BiIvgV=E)3QSMZE6j^0GwbA$m@WI@XmrmW`9ThRgwV2w{9qe8in}x4-P&ot z)V<%mTfQ*G%SiaXBdQKjP)D`k=i^+}=nfwT4;lNk54vorQIn=mXV*UjcqO)}A0OU6 zJCWfuE+RL#REu9$Ht<^+-E`HYHgIx{mgsK$y!Kn`zHWDWf(y4qBOH(R75Mj+K)Z&bC(=of-D<0 zdK5I}OrdN_kj8WJg7(+6-n8jsD~a->IV5*InAuE}K0&B`buV7u{q!A)y3}Mc1Ea|Kw@(fSQg6^e@t$w}0Sdi>eG{N-=m&E#7NNZ z_O(wJUW$Q$v$aQEkK z+&3~SIyQZODlHx~V~^kap~(iZ^K?74{>T%%ok46p&)+U3&?+ly&4B*!u$ZC@ zXVl&&ZC_m>S6ngeO-=TeYTG>PyMeE9^6?W>^;z8+P${%2*{T6&s!873OW}b(>BgAB z(KQs0^Q>Az74e}w3z(^x2@XvC+?iV>SDgv6*Sx&;42_L^Ly9c6eR-6%qO7^OIMGwO z&jzIo;CxS3=X^fS?YzdKuJ)(L*9s(ddEJ8jOHQ3){HYs&i87g`e{UgQ+^+mJR4-oM zXtSBIEidRr`X}VEYTO$t_#cd+T`uHx282A&av9QJOE!0%%GzFVJ(m+%1Bq_ji(pKo z09#FZ+!QIxI&<&jwwKCVCq?F$FP_%PuM*$#7ls{+!E^BTI(6lVHh1h^hMNY;3wFZR ze6xK&sdnox`*Yf*cy#s0j}o;KAR->ORB=T|pDJibIpz66T5!^@&)!9gMEgrV!+W&A z@x89?2(B!R*IM{2VFG9+E8*VPGS9D+yBVpdD_so3wj%X1#X?h0t3L|5Qb}UiwX!3w z4y8A%H&vF#;y-Q7UZw^bVT?tEWszBhDGhqKws{I_4?jCDD^{+2rSR6iw~EDPbx>Yc zS&k>BO^xIzhRJfz;WZ`;3_z?;JXbqILm+ct1IP82UMrXsc1Yde2V%WFa~=_zS|w8q zb%9sCbz7?6b80_|`&GxwT6k~rRXtA^3j!D9$5(r?J zRJ(mRzG$=llBbm$U8W+&8To#TOC2#~!6Q53b4Z_JPT}VJ4y$$r2kz;H03PpX_=}_5 z{P?OPW$p&kpCzrklzbYz_yu7}GEqSxW_sI-yfqcZ3JRd7zxID#qPd<5I5L0gi^;y9 z^}kZ-%>9(v5xjV|%sFYm-j|qT;LVJ~iP}=V*>a)RlUh7HS&5F^jCRR9s!;ta)m=os zJlz;X%p`?;s@dL?WABDyAY4u_o^-VT>Dg0z&2A!bMmGLi>nBy*NhXWLbwf9SUb1}U zV%8r_?~jo2(a1_nEe9Nrfi)j(qF2gh>N=F5WV@2AKFL-)zVB;q`V8+Pj9ABi$^WLc zEYQz==3vGi@U14kN;G7>@Oj*{vf#z;1oBj-4hnTG_v+Kz1|`=Ww$iTp-6vs-9IS0( z32fMKTf?)Rz?us@+vDd0dWfr7e6U-HpPrUy((myN+S#CgJ2DL6wibskMZ2l|+?Vjp~ljIem><1$o97cxsKA*|a1n8a#6p~)&q!xV2|Ju4|p-!+w z+(>(-yX2m$XJcF$SDtbsQnW4^ZQ4w2zFd&z>oU+s6Vz5hST63D+|t+d>%7L)xDX@U z8z<$dW6|=|we$IfvA=qdby=K{{|Mqp)3@29Y$_Yff)dv~CxQTyGK&!68;dAV?Rdwl z1elQ2UxRLJ&-pYQB1Ymg*`uq<3w=KGs8L(!yW@K1IiV*&dwl3RsWVMvR+f)aZ*P1N zi8xfh${TIEJxhs%vqaw_^(@A{!OV)kBE{!|*%nyPuGi>sdHTU8b7YrA?T!7MA?5Oy z8eSflZq}chvZ|t%^Ka6Jh}MW-`Bh%Ljj?XG!YXN;=o!Lrc|$S-`!aO4RIx?pmv+Y| zAV)cwlA;xIjl>w5`7?olsojkT&bA+*pR%+x0#Jx!8!m9j&7n6z~v;~hBWynC(St+G>8P3*HW&}jKs@wy=4CMj+m`an{R&jP4?u?a&SJ+ zEHGPm@3U-!L(h46#!e*2{~ecrECFdJ@hD)m{t}H@WzpGp08TcCINNbOnGo+t$19PA zKORl}(>wAH(wgr13)724;?SXc5{2;gN}N`D!yjeRf`Szmh1sC%T%SR!$z5ZlC7@;O z$c!y!Nwlwijjeg<468iIy8+_`u&lh=3VHg)_^WmphYCnn_Jef`y@HMA_Gl>eNF`?# z|9zvw(6QXaT@GeaAXOW5JTv#RV>j_@)fwiWjS8=FnuH4Xo^!*`UVdWj>1@fzE~QT1 z5r&FMi}a6}d1nXz`3dP)AShtQgxg=)c6pwdnXyWj#9m711KA2t#tVio>FqlP63Vo> zAAL|o{dacS$yV(!?M;c@Blb+B`c!FoThmu0RAE!qmYYG2l<3GxrNw-03`OHWN@DY^ z*eavv9Zrp@z$kHJQgbxj3TUl_0880#=mHL{@U+aHdtJq$B{jbO0PLVwxe_ZjE+y&W z5@Iuca|WZy`50W%g(Tmv3+*Zi3rqVBDvVY`GqPP$-nt)G21TxAJ=G#Co$u^1mM93y zPnVc~!t`B4l4D$E1p`XMbaQ4%B(k`IN@td+j`uh5s1>eBcM ze$d9*1y7mmJ3n5+j%x$}cCVS+QUu1<&q|dpOWqzZj+K44qZbX|kmNMO~b`U@8)0|2gdo9HVAJyF(4tK6h^0M*d{Ujo*4T&4S6Z%CmW})Jy+ts z@b0UG$(-s^&BWZwRG;%#s0OyLMt#hb_JfF)4XYEsy`1i_4sx8Fal5GE#rG=BN0q$! zw4yYgCD<$=EbIaA{V7BaDG!m=+{WZC4Z#l<<7!=TeneZY<+ZP5ccxAl*&%bUeCu7$ zm{7=*TSu+{oWbWBQe>6|-bo3POmTY#qufr&R6^lQ2nll^KSrWo8uN#YTI zr}(~RQ?>tbv20IPtfk8?rGtj!7gbX*OjA(e2X8Yj@>vdVs%{hmDOEI!r-47}00|Mz zB}!2XJ5osothAbVp4XlUGA=uKgBuJ2HT)^E=S`A%T%GS{q-@ebFfvgBA9)lqjO4xJ z=j&PQ%NVH@q_lt-QZI~puH-}KyW?F%yNC-*gG{=bT&7fh`p~~sWhwKExTJJ3wHC*a z^jBEF^)20Q!d(o`*B6sOFfal&F-Qp8UJ((k!cE@EKzxoX|iE-mufrXcDPA~NBk6N3u z^J&yyWO7Z<%I*|3O%7z~j>WX44ESD-z^X05qHc;xz0eo%mhF&c3cRHgBx+bGfJ;dO zrWWYS2Roy@*9*;zy^wUP(i?sSN-5EM7V#+~&KC5}WIbKPH6}Z**Wrw?>%?3N=nS_a z$NB@Oe1v20qbKRqkfViqaIW`Pr(k%qJ!-R2iR(uH*YRuwNm^{rW`j<53R{LZ=#wu} zwEAz~K7WT1tkEN1QTR!JwV`XRqp@fRiI!n`#FRQX%!xn?b7u4SQ(y8rPSY7mV~+X+ zyB0dM(Fr*^)!VAHGkXylTKW(I74^J3<^O}RcM1}v2N!n7v&QBc+qP}2v2EM7ZQHhO z+qP~0^VR;Bh6r|imX5*llMqhVMfsK}z9&}vwPHMzv{B1?}ws+6AkJjMr-`jV$=Ubs_4eY($zsGnMAjS-PVy zYz7I)U%^vH*GT6`myMf~y!5b`DcFMmO(rdj*RX)8PAaRFZ|XL97RD4*7Bz3*TmnSt>9wsoSk8Am+>#g)tZMoAajz({CfRcJ7W?yM0 zPL+&=W^`&RDwsQ2(!}?S_y2WoLUCYvYW}s>d(7}rs&Xtemu40n@F2aNXxwNQSPznH z56cl|=R|YB7sWCwH!x49zriE+HvztaHHb>UY{s3}j$2xFr?QDfG@F&#y5{ zNU&e0Kw(ar&GlsdG^U&{zm>9heJ%|!L)upI%L(z4e2w_kj1M&vW1OJM3<; zM11~PR{<((R+}#$Jg?j2!LJr^QXN=dBp+)`FQYF^R!e)TskWQY7ca$PSwR)cAS^mp=KHOLVhhnDa z;m8H{MK#uk=sn#jMX;ghFMCDu&ezk}wqEp1+JqQAl`bW9u@{VS{Yhagg#gg#6kBL~ z2xP^uPwC(eAK;HsMnaFJk6hbahPZO7?Sr#tJp2ZD*#|aO_-|q;vF2i@)?S^sI=QrXjh~f7Q8ZYJ$nfDOp6D4T zo%Rc4vb3nfasAa$lrkX(6^5=DoL~(U2j~@-E^ilXMb%?RxfA~w3xeFqH1C@s!>Mdf z7S;BC9k)tQJ|w^cjP+;|4QQV8HcB*nq^N3TxAO})g#mH_fwuy=1NWNcTC`?4$s{W0 zz~R)UQ4fDkZAO53*eqY-j9W$00-9k*Gv*4;Vce@}pGOPk@=UiZ%T%7VZBLmMO>~VV6MaPV`8;YRL>x_3=)5BY z{7+QWv3kpbUVq%uolT5n&0=1C5|r56`}x`TYnEuQWUi{4ufzk}#>uNTM+6Av;>ap{ zyNGP@#z<>b)F4EOm9vPP4HvKysZ+31HTSBTdkVc_)=8Z8DzB4Q9*=Xth9N<9rNz1`-H;hG4SV(*nHUn3~auMGqXJ?b#6<3cY&u4n2UH7 zeSf1B#sq*$=F>tHquSXLV$T?AQRr|Ky~$?e-nhWSEC&1HRwqr~PIZ5WRXa>BIH@iG z)Pr5{t98fV4qdW1u8)vSZ>AU5|SoyEypf+K7m6(wXq38twbq*3+ zg*jY288p?X8D+&z#Q3>UQ1G6~th;EvDDj&1C)6~@9dA69Dtj$8!?|}et8hc}&BPG| zOeL>L3f}4-+k-9JQL3Aa&_o-f^gqnWNwTV2ARIN`kqyzbc6{1&*78oDkD0-T)Bh+H zX0~1H^7Xa-ux*jM4BH%7gUg;ZV zOMT^i-z~^9EYI5=ww~OInuSG|q!KBWkRuGh)nP5{7sccv=&=D`9YnxQ<{702gF3S= z3oa1X&A7hyHGquq1+nYcqa6Amf? zR>=zkl^}J`TP?x6TR34;CC-~?78qs^X`Toafa{fY$TM2~ur_=;h4s3?YdYgw-GpX? zkkRu^T>OIgF3SNF{6+&pbke-mR;8~PnxF_nk8B-wfq8C+Sv_9)cQ{nD;v(iB%|EzC zA7wo?1tfZ!x~U;k1_!jtFij;su;s{lks7>NZi==+Qv*`$9P3KB7C|u z{PSX@i>r*p?J6{zfCDt?nDaY_*j*Oe!h!B#Bx0axhj50$nLU-b7!$Q|WvNkgkoJ#0 zq>5~SFSZ0qw)VFbkWhiOj5KKX>D7LxNt4hFQ*b0rjCnG_+M*pZqlPF4O1Ta?i1F+g zLPQ zP!LM3b_>ip$`T^F54Kx2`r#voIR#5ozo01$tN>nrOVA2l)HSdKe}&qs1qG+lR>W{Z z6}oUP?Q#5^uR2!!kK3yf4rawX<%gi>*j*BKg6pQteJlkqKP-HFMp;@dV9fZk&N z3%O-`o%Eh6qplyL>Rdh5AXWvD?}&OF#MbN}3DAMwgIg$IBpuf$PaP>>Z>8to^Kl;C z=iCuIBd1%ml2UX{sMz@uAqEoLq8{4a1HLrLwr|XH?6|%&N&U?ha#k0!}|&vtZMZM%S^pH4ciajxM;)$Go-9S24fZ7kN&X%MKj%TjW^n}fc~dT{}!?C zgo8uxyvvP?UC6BlNSqu~5M1E)nkQCXZ#917W;$5^K2S$V!qf9@-Rlx464$RAV!WBI zPTuG!yHwpdT^kno6^fDg{Z~#@Q2%gI(*j#=V5<@Wn6WI5e_SC5ubfmXZ9>(&S$-%6 z%jlpF@uHt3o5q*p=@`iEL32~{i+kjb1-MQ&6**he-Ken@F{>3Q>yK9y1V?7fW>lB$ z!Au=?^$>WK7&lWJrZxz9-H7+R{d42W#<1Z_w7$CDo8&pm8LX|VYnEHzpL@Coy@V6_ z)X%Ib;?lG*kLR73(qV&_R`C5J`a%X^cKP$3xs0r@;;01A2QR^{*(sKt{FFeno>1i$ z7oeW~>ZyjGrCTiJ95?$l*yn+oSp?{iu~rwHXQY>GURaWIR{wKVprDJc_rLU;8g%TQ z^gCq*>CR1EB8m~hq!uo-WwKb@=Gq&DR_nFs9a5ZHVQ zzW7HklujzIh(KS8#gDC#mo{*|Dn$uDjUEJEJUs)oWxgBz_4wLLT-mqKUqE1**vjZz z`y)F%WYOL3dO0umLAFoN8#(ZyeK?mbL{m#fFKA|stdUkZQw=I*ZYT=%N?`51dRA8S zz6*M>Nj}M@H4JRVadB>$@^djV(!a`YNMCgK!7y@AgVrB`EMWF#$HwJ7&K3{3cC|tc za+^o!NE9l?bVX#|8LUBZ5leeztHeGZ_yP1vmEGQ_ZZy6d1@~PQHJlKx77O2=mj3d` zmkLW_(6}ziKgU_YD0*E9UMJ=<)SUABxwB7xZ0}QbMq?auL2QmgOKF5Z{Xx^v!=4C( z>zY9?H647AR@)&5=UJ%bTQ^mUxRqcSrocUrtn!Z&)5(~b#)-0uPYPUfue}?#Ox!}l zDSyP-5>e+mUB@9%0v@i=+Q|!_#^0Et_<`=~5o*ge9zy$LE=fa ziFcj$3?f5BU=sT2LO*v`E9w?#p&OdI%#^mO;SHP5+deGOo4q@ zcUU}KXc~zFNig}iR@Z*W6)~N?n-`Ep=!9MQr%YgIS$LtYC{>~1eZNZv$-OCvo^oB3 z&|X)PhIYAaK&YKqRv|!=wr({gi=aKS(Wb;IyZ^=Oi?TWTiviNkmUn?N*4kS5cO%_+ zCAae7p506Kd}*38!6;FlKb*3wrZXPq{$+snvr_o9DpWMLjcF2upcsOB#^(uMwo|7y zrOJ<)Ch9}=MT-mG2P@C9pUN(wUbM{6UNHr@U=E@8DYWdqv|ZSrmTSK($Wu?L_i=AM z2Lyo;p|xTDM0_sB&K~5z3&8dmD!~Ni5b^0iCw}^7Ir~^{DBjs_a>Qz#jgh={!omWy z3=u;_JxpPNwKQJsi{O&eoQJ3VrYOM;&XOX_>?)!p2Ta&}So~3xe7!N2f%x6-unU@Q zEGlHGA5-43wk^8Hq3vSR8*L_Jw{JCHItOf9%gCi7)5t2jIlxnImIk4r_uDfn8ins& zJd>o{2jl6O&dZ8{C6lcU`Sad;Ca|#~Uo60O+}RrO5o@jSH|nVqGi7(kEY=PJ*#5&{ zf^yP^g1%+)vT`give3UFSsP7zOi(g@s-+~X^f|Gw0tZyYgR${`&RS&<;EOFj8dj(O}SbdKgueNj*96jDg};!^5Rmuu4W9EEz2PqSifVguVk+Qeqpxj*p1 zcV&`I9a$1*!J+VypmxnX4!I+pCwYylTHER=sNcF!k!}hDG@8-}_JTLRR>ixG{>zJe zjAMYb9~VU2G{JX-B=zQ&v?Lk&YExO_E{5d%RoMgHM;^hmRR=5nA{a`PiIYuXfpJyE zCFq2O>+xiZQ5lPv?E$ehtRV9VDXQ1?Fgc0Ul&D-V2=F#$T>#H_@%oduHe1OGnP-+x z%Yw#<8b3Fn13xCFu&v@%^!$-)`}7A(S}lm6Q-7oQZ7?lUpaG0Vu7SOE=rBgh_8fmk zIPirTo2b7&hPL(eY-2|fu3cY%d7WXyS-Kq{4sAziV;?zr2g1>bTSB}H_=b8uf5J%&xE#7+GgmD>Sx5}?uIXD zHANcg1@)OW_EA5;Mza2jD3iz#1NFR&pBI0IKt`Y8Q>mW+29`dYo6krvyK+4Jv0H!Y z1dA;E&DuxnAGHXML^B@%icZ&JUy2YRUy)X^4`H`#v@O1>N1^I!fZ#Lyh}9LFPN#^6 zx>MkRJcKFC6>Mg6jF}x>*)=gycH$ueXJbUww7N zF^{{4z(XSuLN?H{r#`ec-6!p$J^>omEB=y{-R&xkYK3ZI!i&mboLlrn?i^pKZ{zYB zAojJ1Ck^k+KhvZvMLC{lnHylk{=rp?)62!X6nR2GHv-j>u1^Bl*dlFwn}i@wLFK_i z>dt}|hEy`n7*ZH`3vOO5)9x$Z`50X$ygxp6`5!zxn17jqh3OYkGR{Mnol5@37AGd> z(?Frw-BlM-DoOWWpAZ`m9%td+V9Ovm?_k?aHux;EIIQjzE=!K2vyAJi77@U~e-8V8a)a>61qrJwtoxNwBSOW=@aUVM;K^df<^-l186G9b z$q*mGfrTQ)wf2a>C(jcq9RJu3A>SHJS_>|>(J`-djhYlKv*5UdR<1EzhcRfpYbKzIbB;KA>H>eyG z%2nB@&Fml;hj*&knfR#%`5a&?X=1Vxl{&da-?ixs84=C=P{FwY4n^Gp3#p$jpL%1m z6VJ17%!5*EO(#_ip6+02Z(E!;kSQs#N4s1Lvk!0Sv_1tK;K$z5y2!TqO=>UD%(f(| z+auXoCR=wmyz7v8423Ze%DNu295r&6aD}6&@o(ECUUs*+Xq(1DKlmU)!kW)7LH&%% zLHs2v*C!b%pDF@xJ9RJYLyf{J@5iqxos{E`h}?{8J#QLTtYx~AC32C~eU|JMrS$D7 zMxAKn==UdAS24XE=z~{Tgj_20j&sQA>h;6tgCa)QUO3Ux%|m&JNq!|Hw|R^Un$dL$ zvl8rE%v!-_4$44zFScewy6O)8$yF}qH+Is)n+$qDcn88+DLj>R4F0gYYr$Rf;#MZ^ zr%`46)2nTal6@(u;_$+h*KtUM$_)BphpN|^oDI&durMdS_z>~|R&hgwtt0LUFI*)t z@=!hppBGm}Ta!5w)NEG0@r-IdGQd+RG2g>X&RnwL+IxG*0=IS>bx|*=zE8lR$4JxD zk%`=m-{*2}n)Nykw*@fSzb@Gv7<4aY?Bf(aE8H}VprW-pX&2w!I}*7Qd@K92u^8Vc z>X)g~^D%)AJal;Mz7VU)^^NyV^a32fIje&%v(Lg!lnY>+!ft6jGAy2k^kTgFX&x^e z_RVkmiIEtibdvKo2gMYp&KYcGmTe~z@zB1~i)lA!Rm>b^xvrVNphMLqfG|=cj_3 zUd!G-@8n5iYjjRAWznI7<%@?vpa#gR|-p_wwSX0$2&Gs1g{b$Pmz`-IFfp)46w(;zezs+(Mx0#lGT$_WGb2FQ;NKxqm>4xo!jlv*~@Gtc~*)L&@FlmrMg&m zj^9f-gb=Q#h}YnsnLUp?fnki_9gSTT6=?9NB;Cl6g*-Y=KrcFzqe_j4Iab16A=|5% z8`74X=l^ERQjD)S$f=7w<@ugCwvT!nmir;SHU&)YE2OJ$4u_CFGOx{`Edc)S^-glw z0xXP<=55eCU@98C5;J)}#AeXkA*>4Jy@1cpd~*ZES*U6?f?UyDW>7=ExbzxBNeztD zIY8TDuY#<`v69pc7rL3Gk;UflLf!G*h-sZrm3xYp?2?k!ffn|{CKxvDBC|ow2!W`e&Kug0VXEUJE037C5Y&j4i3RT{b6^Lw66TU;hf0JhQpfV{2>7;aC{db6v!DkLb!{ zC*7JyRDiNFBJ%o^q)ZgXJQD`Y_~zIOJjt!+=F-e^bMW8wHZFW4$5!7Tbyy~-Jc3Jzz0F=-kGvIQ&f>- z2s6YW&M{G>(t+mgq?3V$!$Wjk2CeXcu4&;gH_XE8c5khk#@PZgQ%g}UWl#SrueGJ- z`3Jxf+VKA)2qE+TI-dVQ*Z*VT{uf+C$jHIK-ptm~#{QS5{%y6&#nYf>X2GNW&kOpc(*IMJel;Ijeg^|1YsX)!;di8< zo~@XXnThFdlZ^$E_P=HR>!YUsuT$Jn&(h3*-`d2|=s&bu!O_S{`FEn<9@YPQ)33Ak zJBO*By@HV=9vQ73tv;;*ts$)utud_`tp%+$tqrX$t^Mzp=1A*A>q7oNPxi}$8~vJP z|3yRjj|2a|Qtq$O`u~n?@=KeuGqL|KQ~pbvGyZy!|J(e3(B@1G>@5F(Y4aD*f0-Ba z!B7X*eOdeg9TvB{*BrgO(AU>}_#kk7TU*?%9Uv|)5PvMQ;lw6@PbPY8XN6JdLYM@9x-P1yJrVGn;vdJte_Uz%jR zj+XFZJ`LaWt}>L-p$8xNSxEKvR<_%Q+SZN^M&PT=w5u$tz%z8fYh{{b0Hs*Q(J>f9 zu>WXtf?3#K+I&)M5x_~3@}viL@p4LQ(@zGkH=}QP92vyf8_Ete!!HxSW(m-o;U0h( z9R8Ko=473>_Rb$N`Ktle0k_Lw+ z5&&=Y5>7O?s^Lq6YZk`T2#U$g;Z=bH9*?*j2%y{P)x~GJSVkF^W_og3x!LD&^j-8^*z)KU zGCuBg<76uEF=h(r5NKE5$mnSA82IcQdr&1Lv8@VOjN(-QEzA$?ZC z#MUISpI*Vmw=mAafY{pEgTA@{eC+x_ghj#pzRzow0G? z+>v({Z%cq>UhnUZv0bbF$;-ax?4Q=3w@|glq@yFnBlK_Ux1JDv{bw8i8xk5=03=Sd zzrImX0dTzoLy)&$J6z*@6+KS1-$<0eEG^)-U&Jq0+24d~S2q~BUmpCY06!U$bKh3> z`~d4dU|Kmz5lfF(Xd6E#c0Y`VKRby(aYsK+vp+Qi5!4AkBr@A8&mK6cDJN4WgZHyPgTY}!(58dqI1_jv3d;&$+;v(>V5N7WHs4DbB z_a(dufLiAhiq=bT2X_akO7tViWeI?K<`atDdw++!4^TV$DQJUo_?_1RdH*x3Ayf2& zNK5G}{D$j3QT7hkb)@(a!Ujln{zJ@z0|0gVd)4e+XW#vzZ*lwi%KgXS?I2lg@;k^T z%lEf1n)(T{aiadM1yTRjy41d)b^=#Fp?1tSzJF_LUjddj4BtiPS5>|GKeV0+d$&4= zo*m2~Ek<=eDb~%bfrLykgAqY zV^|LXE!JH^j|IBjo^e?h^Pp{UbbdL#1)>Pj{z^3Kl4`KPw5=a9R__|IJrrbDuO}CD zOcV?y-H(0BCpwLJUv1PkKQ~q-_eog5cPIatbymx!kYr_Ew@0YaR4L;*dC8HTpN7U# zz(r(|G#!AZSyLL`RwL6#0L(&TGJd&d=9Ob5E_iJ!yvqSM0GEK)mh#6Q{Qd3Iczeai z`{^gPcF;QhAb;fm=8=#4B5?oB?TC||97g1|*rlS{fuxcLl%Goq0!y!fXa>=jk>{hB zndx8Hn>iu0xFRAW46zBfas&RxQPA^x$?Mf1ld9p+Kii)>V93Se{DSvvi_v(sG8|J5 zmaTN1W^iamiWg+@vFc=vs+XfeUWG{z1;a{BK!#DC!sL>2^golb(W73nt60`{8jrbB z{k(F#S_}^mZ=;nGla~!MjZ$ZeZl|JxFS3xQNk$2H5)fff&65nURfC<^e~#?C$Ts>CG5V$3m$_e(+Xi5u%P@aa18Ube z$7WxY?Yn#wH$SyBBBu>OnKGL^(jvdSgf(!wXRvSQ^-YI`Yi?lbvArac1(LIJCla^} zyQf#Uq1sS8rdf9Xy&2#BwU7G6)U}K6bhhL@p5c z=C{y|b(591X@XRHj?|etQDDf{M@8LB)C5l97Jtm!RW5OavM%;} zCdua|3ovIG4sz-lhSbCwyb*llb$6I?4(!VlV>_~* z*SRtRMQmoyh^fA{j-&BY^c;2zpgWuKqEMF6qj(mHE6^#@TZ1nQwoTgMoOI&lKTfqXF}NT|s5|J~7;let4!N^UbjE`?+BkdMm))!qg3!TvgWL+FBJPN4Gy~^4 z7(n(Z?q9e^K*ioov!niVTy5cy+}~`c7dN7nZyI6Jt0WmezCDuc#G-dfJB49-qI=Ln zlCZ2|%tgB~&pH!@aCZUEN(X_&3H`81$~@7+vjj(T=KUA>rQ&a6mq#aM%%CNsq`?I4 zi3!9fXf2+}Adb+v>QmGhze1XBYv9Sj>?4>XN!j2kO{SO%3zK!hJzp$TEI+?H2ZQBR zidNqA=rZYBM0RgK{&fepY6F|}RE;OhGO^rn?m;Dsj_yDES(f+1eehk0)DE4&W(eMQuv_kC-#`JQd*iPzp5k0zHzoXxe~L5+WqGJvY{N zW4jdM+P3DFY6&%_CgEt^q?t8;i^M#mi4ZMG%ag8E-<~ZN!fa7go-j!1h z*<$JslyyY0L=~d43tJ5J??QIxdy85C9aSJNWKrePi90c>O*Pw`56fOHB~@sN6*Q$r-h$Px~uPp z#~>vEi?Wcpb`CjA;__y2Vb`l&29{m9lK|wlS61%cc-E|k9SgfA5%mTKvDha*#O)Qu zK~~*DLd~uKL|}i`9}m-*Pr9WbI-94|mR3Rs{k5GIhkfZ6Fkcy-7Xo$9drf2^yn^0c z%sp{aXq5EVPZ+Z%ZHgkGbDr8-`xD4qlDBLh1)NAO&TL_AkDQkvp~Eh|da2D&AOqKB zBRiSgxcC+U8OwLbEyPEIX{gjw{Uoy!w7#`=?jqo=$JsNK4m;11gNE@1nuyk?0yi!p z_(v$)F<>Xe1C{Zm@E+mDbB=VR_dUmN$gy?FTRRT*XAj2`n?zYVrDh=;90#OKa6EN@ zXHHA+4pR;%lUC9-AjPyjvI+dj(5J0e7a-4bO{{RYzN3m%s=4ejFR1M*LoaZP_MK#?K0?P zO$uX*4)6l7LY|j%3ng*!pn@pVNI_I7RQKl{ltw{ zLvX`&PJ|(q-b+hwyqKy1wdbkVGNXzC+>Dz_*eXk@QZr`IdHdL?pGQ-z0HwCNSC@1J zd7gpJbXu%#ynip{rAuP>j3So;?U; zkX#^egU3h!>05Y4eCY*>m^TvnqgjakpNlh4H#W1?CIH%TqLwsbJHhq}>m{uvlf4Uhu-+ z6{3;#Jp4P?5#u@?NBQei^8}(qEN9FqkXa)OxQH@yosUu%xwLLd&_HV?hYz|06Q{*f zZ@L5VH~r*q$R$p9gkb(FuKK-{JUAHl$X9j?zP}!I{)0U(Forf$XlcXhT2HW3+Z%Dy z>aW4KdC5L_Bh8;GJ&d+FFScz8?M@<$^PN}9&srYS<|pEPsnCVFb`x$?38QaWegF$o z5Hy*MHJB*mv*1U16F5e7bHh(xK^|bkl1kwwc!7&{=A-R`I^3M(&XW5sIvDRy?p*YD z;(D@ij>H9eVyn*6$de}DSB02JV*!@Z0r1Vk7*i9XNW;3}w(K6{%8UuFczPG)eHW_B z?d&Cud#Y_yCh9i<-FDwfM1hULI~QP5cx%PPNd1L!3%za#ndy}$^b>pFCSa3cnm?mD zz#=fy7&~B#=64Km;^=-fL)pr)%qj~8GCdll7d1s}f3m6RAnPHQ3ry`%JX5@p;p_~> zSE1D~M@~)H+tMLyG$FWDn?eyWoU%oC@zx|Uq)XD)H_44Bg};b^|DJr?YYe897|6=L z$345Hgx^Caeb}vkynyyQto1n?6?7+VWDS?0LfEVLUa=!Kfmdb=e_;))l`^;J02Z^| zV@*>Goy-KYH19W|WuI16EDrXJofen&MX5i?>m;e-)uPbNb5VYV)SbY7T03HMPD?0{ zRvOw10+&HH42mu>p8g6CA28VxaPeo>W0m!I_*!gEjPcC)$IzG01VGFt_=w7h*@(cv z6gTTwTErHN~1@aTqGio z9ES%x7!@1!-&QAw&MA4Geu6gr7tv69qHPg3!x*|e* zZ#)M_wRu27xue`+Xo#~8%p3CPDZ(ykC%mUHoo-I4JbUeEHg!1S`Y3Mjr3q348+eH< zGdgm+BWMog*$Y6Tz!rMc19e!dNU86&gH5f25TisZ~QR>ne*sS`8<&lCLPKXhpAF$ z*BLL0;9dBGHscW;!CM$~_en%t%JTtvILPR}kTzDQ4zf{q%h@xkBF?!q!diho{n%C> zi&7OF^afB%!oV!}jb_Qot)9VyNPHDVeg|fm2~J4^bAIex=E8vgJqnCjxTcZkHI5*< zHkzs=CRyxT9R9)7?cy#i<+ytrCG+M@A{h}{&Zl@WO^s||;r=@a_-OrH$rG6Xw`v{! z_Ejfd$<~>>2l&wAR&@e>$ZkRAT{LXB&7yGS4F)Tayhdu?d(+!U#wFIc*;G=Nsi8-Z zmf-e@NEDfI@XClpXaU08eBneReE?iem$ zV&XYvcJg*e(5L8-2`@c2AlK3q^#xcUOVw2)Oe=zI734O-j6cy~#CqEw(2%E=q*%aNxEfsL@0kcu8M;F!>H)j8$}wKG zgC8ajtJ~c#RdU#Nha0vV#?2Q_3)@B263I7#!#+i2DTF4*PVD)Vw4oz(J)Idj9ed*b z5lvZOC6uiDV3&ln>^OPkUruOoEWN;)%7JBD0EcU|L@%2L6$frJol6!cfVsgYS3|cdG zOf|BokoO<@0x~hu!9sjhlc=T1jy0gUQbT)xS#Ks_zHW!i%=-ZOR<~8maRG}m6lU_N zj)Di^-VZ&c$WpCrEfyax!Gj>5u<<4?7}u;G93L(KfOolGGFX{~=F2{MZPGk3aWM`k zOdnC)-Dx~ne6BklWOpOhKT>Nkt?5j}7~XY>0o1O>b0dr<-a^lvAsx`XA(Sb*GDjbY z=|$*@vaJDZ^hO2HoD;5{mXyJ`BfOzg+HAs@DV88g3GoNb>lO9htzimbOptPo@J;QWUc8cvZdZk2r+5`)R z)1fgMeqWzJ3ecJpJX=r#^+%&gL*hS#PA2Zp_ahIgdA`5$!V0q%lXF@7w2aMygudX?3(MVFc<-%_2+cE1XskZJnbeeR zc}rrndb^%kYd;U#l(;kFRt(2>oR(=zPlw1x-dl>4KUU8=kt$>>u3^XqH0d2{hiLy0 zTTt=L-yWm@G>BszS&jMC0@_>3wbXx9cw5F5;#nT)JFer zYPD{uNyGvc-8Xw9Tx-MzgdkYT%T|ifPY4UnXYEJ96)aScs!$Ov6~k4E2s3NSSK)=X zptM}ayx=a5(@_w=5)@K`pZ+QQbHA_wS2=1i+jbPi{BS>EMr{xo zM7BH9#g>Vh_Vj;X6>^~b?1qZ#Yl~x$a>sh_RA;X_l&2Sp248|)`@Y^VqelaF4s{~60y#rl+E!rTkibc!S zQvR7%{yq-%{d!8FAbC5==(IHJJ`)3(GO?_g;KGGnP=d;k+3H}*FzQ%*W7oYEo1<(O zYunpi_lXeiLdQ>BZP#~RYQI1_nv1BMJowDh9ME5xM+_SG1>zxJ*KYunU?I`ftNnO^ z(xOiIZY{jSiq6s>0~DT%BsK6(w^?-$yl(bZ7Ko@*QWAP7KeDFdNw?-{iSEs%$T|H2 z6_>tRhVoeQUiFZ-2FDm$sS1S%-^YI!-6VkE6jgU3+%~MO9N^B;^F)XAV0$Cl*E6nG z<<%LqnVfLza`@qlZKDU({3yJ3nh^v_QFBcsIoikA-EhKmVv&IZWRyY&lN}(#j5raP z$;RRXCFO12tE-jcg=#&MM-sWM?CyMpwF(_*x?nqS9zCpU!g(zpqam<>5hMvJ)j35k z0&#aJvyzzdxrQS_g#I*OT_2FgL7zbTYh}-${#C$HYC*gsaz4n8&}JMFDnk)1WTdE zk7wu!0j>}&3QBeB>F_nd@$TPp2rs*eiF=lE))0;rodT$2Iz-GPB@>@SogyfzoLmat z*RLw+GSMO1dn6DyxLXTyA^y|HSkEee3l^OeBSbyL*ANu8-t_O@xm3gYQM3KC6oVo4 zw3}xXB=M5&8x1EPVeTUDlq>k>G4#hCPJem5 z3`gb9(NZ*PzY)3@?5I|j+>kj$G)~=gCD#xu>ZTYs#pJ5zhof=q^qb>4;Gp5#c%=^S zx9YC?y=zACfpx7{Uh$qRB9egpOuhB?5bxQj?A#3kVuj_&8(~@e%e#OcAtW?!*qkYaa2Wjio~Rc#38fQnAt{D*R~gC1kGI zjMij_{0r#_lh@3TTHenaLc8g#cwFV-K|Z`M?{D*&#u>$G|H16e!q{0MSt9ySo; zWJuZ#aZ=GK9SXSUzKz~YZu>J3$9A0E<(c3CS7byG4uGb;tpvdVpEm&28t_*^#o5n@@I|_kKGsUS!%mn01-bT2MeI&Z{E}2GMc1<=Y7TsWo{f+c#5_m#ZfN?>$sWt)^x%RR#1Y zpw%dSSajSv5E9n$I!d-StJ1U9GOJ1tCk=d5`ugOyk$TbGo+&__@UojJrL`^${Z^{} zSo|qdQqhW39?x=lCtG20jwvLWKIf0vZN`lE4(hA3ny_&VqDLB+EX#Im{msqOZ!{`j z?lS}T9Tx=q){Q#c>Oj(Q9>0I0mB?$uY50$SR1vPrezO)(%PIIwpjPbj?^l97$nR^O z;_7J0CKP;VT>Z_divml>eKtVly)9v%P>8d|_IcVGpC>UQyhqs&Ay2$j)lrBR7+Q-O zr-D5iih~@f3UV^d#$%uRb1!ot1>4qGi+arKUzyGk+|d&)vO!CsJ*7~ClL|ID9w3U@ z9vLx%N?pwn$AG5t(7QvQGnR_{xErC4HbLKYS3A?UegzMjSJaAyw+>X0fF4@AcdirdoPQKmNrV>>a2PgbVdNreu6MUp6 z(-Z%=ta*pst}jw1l?X`Y9tOSiet`g4wev>6g<4MW$9hTd4B>wI`@zfMcmTuI3O$ONV5=P(u`wPp>XwU4y!@(-c&q`p;UMGzW;BQ91Ht=_@)ec-Blfsp zvWmqa&L^w)Ds-~OIhvys;_ZA4@=7oJetd48{>`c3EK7!6jmX1W61XORGK2`25*-U@ zaxI>Sm;}KUF@Z?rVj&WYt-fh}m=3bvJ47bvb#_xs#?GhnV($8d4C>Y$u_>(U*Di~M zU_a!o{s$`6FmUQ_OO>vJsg+IkypT9RQ|y^tS$@F~8bvH^mfG|$Q*C7|Q4bXuARz3Y zcT1F$$7P|ZQ1D!?t>Fv+*^WUs$?Bc&2Ic=@?VO@BixxE-S8P>m+qP}ncEz@B+qP{d z72CF*&bjB@?$cx3?!FKGxF7$Qz5g}Vobz)ILbAF9yYU}$+SDic zxdVl`b@7!}fbrl{#V6%g$U{HWsURV&Ix6PLdlOlV8%l;1#{|6-jX3p$K&tz4N56CA z))d~2&9K*C)v)6@V<%dH&84XAmg)Og%Mm}F9+yeG%g&0BVvHBQdlQaqulOGEnu7*% zbjNb*xp#8Otq@t>ufR>=$ZBd$0_uKw_IOpICQwarai#%BZUxdESNBYBOm~7T$v#KVbXqRG zpCNz^YSc)1Q4(@)tzn6h;G$o3%s-|Suax8P8#tKQfR#@VM^&J&b4DROrc##3 zD}6KDj;By$ULdd>oveW!MRyegONqjW8&wi)HZRoAG&G4EuPG9|b7;YDIa$cj=p7lI zFQV}sjzJyQ)kVux*yjIro&a_LOls@A>eep63APH`Z_w{*_AXtU?#JNX8R-=UCTs8of9C%>WJ%-mlc z^d)@o#{OtHY9k^T%rm8grwTxS?8%tWvyTn$Km{Y4xAUZWHo#MQmuau)kq-k59=2*z z*FJ_V>H-MvfU6}@q=YS+ISv8$2c1oB$tdZ)c3QbrPtgv>J!qMca-2OSt3~{{Q+7tD z&m_`SA&9_69)^Y|vaASKEES~qi#0GyoY@gBg_K(v?297dgUWWu!~IaGk&5P7PCLS{ zSG>ShiKDf3BzkgbvoWwab5m~%`UDJ9S3`eBNp%gj zH=&{grv)uDG_Wf+#940fmpOjoq_Kk%e=D-HOzb+!$JIGT?&a`{v>)e8yZmlz619R* zNP*{qs4u;7ifYg2+zi-AQaWdCXXWqRF@(`%LaHTUwkoq8447xn^6QmhAVLR-6-r|+ z-9i*we6JA6Ce2Y(V>lvt)nY;s-X!%hsgjv$UsdQvq2U4O3YE#dy)Dwm`1ton;46nB z>a}!sjvdw`q&d|Wjy=Npk>;3mX}I@cTp9ZD?b|Dyg46`Sq2e2Un6XeM5teHUbfAr9 zHGMxOIsxaZ@&|tHFF?8hT^Z=`ym3=^L%5_`f|E}a*d<%MRbCJW`({t1K}_qGM?yfA z!!+QvU7Bq}VE{BWZcJEspGtAfGh=Vh7FXme{J4#0y@=O!P~r|#R@#*lv6R}Z$qFjZ z(}H#;iPna6fQDVl(XLw8VTfDRJuyh*C)#NXK+~c z?IPC~Lpdfu@M}s@T)^OtWdE8`Y!Eb&+wTa!OW+?WN^O=jBF*x6DTcLprO@W9=wy}J z_LIu6rcB>+FhxC~Pj2e*#x^zw@$1K8*i+&vnOVIBfkKLHkjb1$b>nZJP>^oe3b>nk`i17I+Va;JS~@S3pfVgfe5&t8KnjkXEL(dIWe*< zS!dFfUF|=tv>%WiWmWN-9y8Sexh-wm2*VSp(PQ)!jq6t{;-=o30?fkJ%$|K zlJv5f&e0e;K)Qx&KZ=Le6&|3EAq1_8t^&`PB`9;Nbc?>)_MWAqT&67l@~0B71Im<% zBuFMvy-xj} zEi}Sz+MLo`1%vNoSO3GbvZ8P+YzEE$T+d&qTLjUYDIjHq#I)

qC*{Gz~v+6+`fX zwm7d6Sn%3PW7Sl_yFuh)&Mo|GVW)UDciG+p*AzrWwCrGIIvhj3C)JdF z;q|lEG4%oI0fM4&?ngkLyK|)?P7icQFomnI(>S%jCu2KoMH(>h=d(8 zXFtIVgB3MPQyHWoc3)<_%$oxVcaHbUH#MY8S9MKoK2;Z1|HOo-*pS_KeD}kie#Ud+~>Nc82{JXTX)#AL3E!e67MNgX(~xw|`cd za{*tj8c?Cb01P)y(jEVO6{7Cmxs#3_R|gjBXza`PnyGn`nctms z8y!4CAfd8to@Lq)_8&QV^q;`tu2HJ*>pc2tHO3|yfc=DS*q0i;JEP>@?v$+xX#QS? zi@I8%m9@Exub4XuS8r2^{pDP@9JH`s@9#{DX(QtlnOPa#W_+BwPq#zwHM~j`la5#- z`f`^~>Q=Qkr_WU))dwFU@H*J*;lN;VBhHbSsgfd))4@sab#aRuBh8_j4xQfM(4l8N zS!s~95$|#u{z~ThY>FrCUT1LcJ^G6<01oyLzEZNApnSn}0>8fVQ_(A{py8gb0!3Oj zlx~SsN8rk`B7KX?3Hr?#XqGkU0eTgw%3Uv*s1uYVX@n z%TSsOv~7#16~@m$4bJkq|5F#($4gJ?b<)|hKHD-plYR#*y-1JzCKOn@(q z02bk|CreiX))sQ>eyUpY?^a4v_;9|8H;`bwCpDG{)NCtgmN!v@lhtchjdm#fG zONPoHC4T+w%x$jG!FNxA;8lmx6M|Ao)L&eqM=>flLD`5Jdi2m?J5r{()ZY6mp}Mov5uDpl`A{qY5r+BR80tq zZePMImksf8P@r9Y=rL7o71|12G8ZRRkWcG$me1?4n;V@XrH9MbyN?3rk9g|*E5t@2^jB?v zL7-+Mh&PO%%X_AvWCAY(czkAZ=8nF<>bQ|+_*?gYLY|IYn!%^vH@iyBd~;5=?{2-L zNN2?iihWs~JS==TXVUj4lK2bSXha9@D)}AD%i0E7os?vN;BJR@_2V_vnpdkZjAAf; zk^p#5a5=)P_XRsb$NpvNckqM=E*qbpw9X{69pR{>^5O-V_ICd-L2Qk`Fezuj8gCcf zk_zY`sD}(_+CAf4A`lCGHOHmW=60*=+80}Ta9QUQX-u}b$g#?nA|l|;)KVbi=geL1 zG|-gzg&}(vQ9>~S5hQTh<=aymok$05e%~rme`0!JSoC#mzX5!xF;$u>%(AY}_=@&! zJ(Trjk{jTGd9^#}t<~%1YrDIz_mQhM_FJZ8ug}f07x2(_uVX>`Nl-gXd&Z(GY-Lmx zuNqLAgU=YDC11AC>`EFd+6+<&^XU^ns14JY|#rz21#zH)BqL%r+@-_+F-TSq$gf-`dF5%gl?%6YwX&LtKnrGf$KnF>|#8A zRw0q>qjW$2j5Zpn;Omt1Z#)cj!Yg1YEv*=N%UdwuA-$;E%q6gz(HdQ71OFBT6^7_i zCfOR#i^=>B9|D(jncFrQeK0~gWx4>faSDe3;6W{$cAJq@w~NzzM6z`4#i~UZC{I#l zpu%*-mgphD8zzm@V$Zq_oEGFVB|eprq=)PWf0?pa8V{@l>RhcP)W8Zi1}}K$Ms9sZ ziduoIB#9utV$}E)R*@4~!LRyyqcuMG%@!xq+#2rqSVSZ0cwGCsCvz{#R6pVJc%X zM*QGkHrXSaqD`?H7!Z@3As%>|_DRKO22x#@d1H2<{aMO+RT})8<|GpN1|wZ3x)Xo@ z^X5oeG~gTM&!-lLsx-afYID(7MFFL$Dy zg5$q+j0xo{L)IJ;vc(zU~kY2Ztl{R4e6@9?axiJigf z^q;iT3mJB9v()9maXn;Kwbsvkg?w zN_ZkPSMTfbwU^S`fpKqWx&ajD1>>@!Cvea1COxw&E!gDPQCtZtWCf?CA<3~Vs9*;^ z0_5lK*Qmsp@>?O%J;(H`7)o|TWIt!QC0~iC)H3LcwJr4}MI=eGt-h|y z>>(%Jc;xB21TJI7DO>T`0|#BwgPePjW`^dCCL~qusPYp&tK6@{IkazZICFnyWAnvE zRDnt;-Nb3Vl|`pL(bnEcvk8ZA-3?(GcOz%^cK6Uv-kPUV2W-094YggqE@w54^y7If&#i4o$2tSo z*QE4gF00~wGM}A)9)^rm-mXzk6*FfQ7RY;^Cdlt778JVi>gCkCDdRsD?Hl(;dU8U+ zc(RXst6u!{J2CwaEpEz|NA@OidH3u{5TZ*hLp?V56{K|vQl&7u6xKxylX$r8pg-j1}7(2@C@c6pK5ama& zwxp?ke=fIzt?hToWnEyHRMlEeXr(+M?18q1(s%HO;VQV68saK1e`7>|xUy78B{}3sEltlV}tUmq!5Gm^ zVh|F9Vxdlqg<>w@54c|2&s*PJ+bv7aRqE%grq`brUQay7Zm^gM#jq`vC>x0R;34>J zeq5e=zNQuy<9yx#xH$lDxVXGHm>D$4rvR@bF(Xfid;Y%t`g`9{x09ei0$Xnf{G*z= z7+7GgyJr9ZkO02@dwdA?JUjrrxH&7le60~|d^iVSO+cl$06M+;@E|zrjI9YJPz%GT zZXGkck^r2kzyQcdNV{(du(5vvTlxC%(D`5j8-v)kuE4?A0i1U9$UshCafw%mt>eT< z?R9iqTwHKs3H^Uv84wQjf!c)-SOc!XgA5MA7=XTTGw@*_fWLY$;c&6|R#PM2s`CA^ ziE{eY#s|;>`-==6NN}ULwZ9UN#&>-akYl_Y0EQI&g0}Wd7l5XBI|LZu4&Yn)>iS|k zD7Th(437@|>IB5!O+cRoz_Jt=BsZ^gJm7)P0g#WbVw*1(7|1&V&HW5XC?%ogD)!<90z1!_c^k&XJP}V0ci5<_r@FokRZX0_cJNnA3tB)nazaf z>xrh2zD@nDZ?z@4)TGC2`bw=V*GD}$Q`OM=kL^@Vw5=X57I-4QP+27*J|%PjdoVt( zpSEfb>+GYG{|5w+Plv7P&7-qFCt#)Ri0_L)6@H74>lSz{CWx<-eb9^h_jRw2hASUl zFC?T05EVX)9QsyI#dbUXlFw?(^EJ>T0Q&vrJRJDW`{(=e_(QV3id|~JanG(#b?UO5 zwC?5!`|&p6HzgVAuV(;PM<@WmjSm4&06g3tI=%zv-S?b7O#HJw?>p}<)eMsu-Wj*5 zJuSZ;WoK-B5_~^xgX{pl8d5nvlH1_{-h0w)`bh_Wb$h4hMYNmh&3bT~iKFqW%h}QOCKEt71FV}5B_=}am^ z8Qh2K0PN(VW4mJkwc~7{?ZvqAe}2y&5(4Z@?$P$4!pi~oUHAhEKeL)e8X9HZM;}9Bx>~7{?EvQ=CkO*P&fgtK>C8_ z8bt)768XuXjt#9j;W@R3lWJge8ICC}`!LvNC_|W-imahZoE7^(gi8&c&c)Sb8u6>Z zH#@^lkmk-fk0n{W5PyD%j1GLs-k}xFuCa66x(Y^FOA+EKBP4c{7Kt@QXSS&u#G{82 zNeUGknDcLhX4~85($Mt#`6Wo}-LElIAc0H%{IONTNqv@@t}3EqhpvZ z4Lfv2#6ntd91Nc-{!N#L#=kD#7<3dJr?Quj&6X`E3yVcCZ@`4k^tQ7iO$%BG_CGW{ zbCn7a@RNNLVpI9r8ZplYELBK9S(cu>Rfd5#^g;f-)GSU3BABug(RXJaul3)hdtcs- z!uvh$-3|Q0U(^vCJy4|<#Qvlo*6dLb#uWP_Ycv2_MX3Tjde#8>CR*xIRu5;YL=crz z9}GdUp=!;?z1E4|B95&K0qadf@NpBju>0q-jmu-rYui=cU9jR2r&{ZCLWo^xOVq^a zZ!MFRMy0~-p@1Ft-_-&90FG;A5=P7%hn9V}To=8B5I!#Pp_G=RJDErrm!SzI$Xxog zD|DCn_69{a>KsiW%>e#Mb?R+I&_0tZrd9*UCh*=ept!9i_^U=;r=cv9tV^TBa3I@t zpx0rXGKYGhj-;y(rFf(6)5oxwn|G8TM!jXH?)peD73M_2--}d~Tu8SP?nAUU?!gjH zL`gD97h?;1;WMNhvnlTkj&e8!q8^R6CtszWWYlUg@67A5+pVQBzO)Ialxad?C7?_! zVkI0ft7B!yOmu02$>cHq3SfaYNe!ap64bN5;eI^}T2BU>nGcxQVd0>VL(b4p4`~#N zWFf)pirXy+kRrr-7 zUx=n!oW^Ib;NQC@-CSNnFl#h9gm+hLufj7PoXBX>D!wOo67M3*pkz7P!>m1P^q^33 zOmu4mY@N~l+*m&(`ftZ&i(arYp`_2(J+mUmtzi;H=;ufu&s1K2I<;>@|Du950JLN? zFilX|T2qR)?~huiqGh%K=YMj^hg^3Lcf4y9h4 z)vc+_-x3;HWA@UH+L5rbRZMM~{soo~S7cu!Z*XfD5y=yS#iC}d%2|o)u4PiEif811 zZlkf2y~2Vd@9Z+m)GJO`looX*FINK%Rw$wYKc6>~yya}qqjy=5OXjXAFDUf?KFudO zPE#0TZyjrHaC7u$IQH!OgE59DD!p`8NSp>;FnC`Qbdjn(S*5`q74%`<_S)YZy4$)p zaq(z8jnkZWx&Wv6?cjYAVKY-MF)d>F(lqj#F>R1i9}o5qRmVB-3;F1`WM^bmJs}VR zD6ML6>mwy+m9fT{1vJrHa+yy{a&v0-eB$;O7IuI~4;*;3;x7t_&au0HF;ybY$g%bR$ zP*pC?+o)pc5oF7YE1@iFuDi;HiZFYkrmWKgP8i@eb*dZ*L3wnm=eRvBGi-n-+R8SkG0k#KGoYGPLmZ+4SCD{%;6|v1 zQRtRpObQt&)@HL!qZ9^S+G*5;fP~(!(=elAT&-8;&oEp@Gsf?u{E&YJKYbo%4m zUWXVQPn#Gr1I|5)?qaB}@85$NJ`^I20q?H#%WB~wx65hvWO{@1k7V}~ae31+TEe!! z*i)>OY!z@f7D6^&BuZ9>7FOR0A>L_-A151cpymvEcGC?lo^ORjEs}lH(8SDZ>}S4y zpK^&k?H)Y}Wuf2C(~^GBCF?>;X0Pc)t|eR&KqcCm%Z76ov>}3!tE^rB`g00(1(P>) zxn(}=fo?o}Hw!bIGe+%IY2|3u^$nf38Ft#C*NET@Sxhw^g_oDLY$?Isni`wO7gyXp zpyKp0?QxMBC|fOo#}uHsKE6cn>;5ix=W0J8Lw+ivEZp=qdFeVl%i3Nu+@p0X;MeZc zKWq2#HJ6g2#WU-7emK`_qs>G&k^@%w%bC(}=M><%+a>fZYyq{q+2Z&C!LUH&qsmL`F2+T9c; z+t$4_XYOX|Lv|q9O5=hszXv%4Seg-R59ygg?b_ z$5BndEfPR1KcFoICmn|X?E!<0q`{ypy}O}If(o1Zx>teEt41x)%e!;Q_@ZZl;j@G& z`uBqM{%ePLHl^sQ8Zn$2_G+{o9!*J=>0FL3lK@jNl25pFD%o)O5fWXhK)&P4P@XDr z`^D1oPiBWf+tOu*VaM>q`c!g@%)uBHtuka_{js{JLVfR$=jr)^0%D^StsyF3@(3Mvc6jtr`a98$-B=_}*(b zC?g&R(dPrkK#izZW4`3(QZI}l-dslz+jpJ_Nw-r>eC}i(<+rW64(R8dIu@nFP-jT~ z5Mcf~%a@dJ2jytwK=TiDx!lXODsegiW<6MG)p*9l-E5q=xXX_qBO08f@^_$BbYTW# z?`LZP_xIv^rQR5xDlL@!_}*A3+r!$^34uE(F?*RB(>je8AofQJfM8Dxw@eg$SJiJx zNcy=15zeAsIgq-vj~wVh)Eyq3ADKXbPyPhY@yva1;|Grk(!jR#)`wu-tIjRIx=D*% zza~0F_x`euYY8_kf5Fo{M|4RLn#bI88X25_s`jiXi&lgpUB~-2;_PE%)ZPo(l5hnw zN8`ywZ0Zv0Io*^$zc0=-`U~W5CP3Y;Q(&5X9(8y4P%B06FlZE8*lP0=+gXH zo)=9f7gMN5qilQ6hQyGa&`; zBYZqJK6_dRAMxASsVBiZzZ>rHQ*Dp37woiyB&_heW0~VdkrKRuRL|&N0|BV2zUBJdxiid6=BCYe3-8Xg+Bj#A(<{yQ}Az$ono% zcvDSIh7q612N_BBqOsR?r$repagouJovdxgyB>P`%a{LV5v4n;<|Tu>d()00!gR)1GaIL_yyMl!+w9IwZV!)Ymw`#_A(QR%7@JjP$oYcD9O^b|_f+-lEg4Thf z5E9H0#cZy&x1Z%+2eEw=N>^H2sVPHE+&WG=SCPA)vyUu~lNA>K{bl};^@}?e$nyGv z)`Ag2wJjCV?bKGvtY%NmRTN=F_MEp2D>YiCWbh0Ul3eyKc-xAz}#GS{WS zD2Z4V?Uu6&Z7p7q;@>}oka%n>c|lYRY^pN>DZT3m!@epVhYP$vtGMc7??+o0Lr(LU znob)~-2#t*QIX}-JXBIFj*+>sw962!;chiYvX{ksDw9uPi{x;s07cMC$5*^oq=+w! z*L9E<{w|cXiQLHywd7W`1-e{*yPNBYi}ccsFg7@8XmmAH+LL5w8=jbi2i_v-FO%oz zLTTIOYz6mC1nw(#`w*0d3yYOgQQF#K_)LLs1%{{aVg$L)y;@EV?mIsCMdF*x)mZJyn{5AYCnU5^v(bL}I= zySh|m$kK}eTi3`F*_2%SBH17rx9p2V7`sldV}`@wX?)ac$D#4Lyp?zhS62+vB197G z8~J-4H6E+ABs{NOg}rouo>eAnyYQr6qIN`g>i(SFKOtJl@Qoa4)c?NpMJT|8{{QJL>vf@@dS5 z%4>sF3C)V7RN_)ZqL&AHDVmDEVDlt|2&r z11hy$SzHslr6_Dg3W}`TgtaXTS^~2yjR7gT_cG<$cRHyfON~6wMk}aLn#O74VC9+Z z`48R*un%?X+11W5nJv$zkp$8u*R2T_4ERsjAjj_1zvAC*+<2dBxn^AA^|e_YlTr4Ti)_oq5VYZ$3r?%v`Mc@yBdc@ zQSr@oAMR-+wr|AfsX?j^8pGoI?Uhpdf^|xEvj&Q5dL!7%)oy1TA3o2N5AzN+lM+V6 z)7jSUD`4WZp#6=U#h9njlA#)>GzkPFSoXtNDmf;WV5`UOo`WTLF768vqg(U}rC&o> zyTRTK;tgAK!g2Mhnw2TBlTqrUSREO~z%8uLV0I%mY~T3DtIQqTyJqQ?qSP`xxoBu_ zy&mXbFfW>(r?T5U^5s@eRjW#_4rLnp~ZyoDhOCT&wYJ`wyTE8ct}-3*#Yb4CV5s=~B#tacvCR?An_uRb6IQANgb*V!S!CuXGsA`N8eJo6&4cVl zMWt*7RDJa@0{ogmpYX5WfafZ&Fs2J{?H>%}wP%i?Q~0aa7`)xQpbB`Uhib2pWF$jB zDtWh`LoJfATk7gDG4g<~MHIv@&Al1`*A7iCoJJ=)M#x;iq;$i{x%relu!(+NEn^mq zcj09^RJCq$IU2(}Ol9Nd^D%~;#z|hMC|#uYClb5J(!<@dX!%9lJ+*<7-+~kM-u>JK zCo$o?7~)pgYQj52JgI-M=|TG@(oK|y_~Xogk!0FN*y)~WOmu&X+kBf-l;SR%jE%o{ z;N;;NB|L$)SFstHCf%(&^sN_6b$3*}RatB>R?)J|cT!3jze5UaHrxjje@Z5#Aor>f z{Y^?K;6wZyLWb}6Le!A4D58gYx)=53oPXPXCk7zdYPB1@(Y3z%SbN->BZ~Q8hFc|! z_FmN!1_(4<8-_(=Z8N{fcm41@lf=REI65IDf4&WWB&nk3ICaLGryf|-EG|W%Gz<%l zFn`^qq~9%Zme3$l^gBCra4+VReqeXK4ZyyOZ>m~9{4$ym(fF@~IfE&}lHyTdwRQ2? zUC?7R@ zwSJv^Gf8C}oyWLthGvYmqr1(l51Cz&k4B1P7mv&Ffq8_V?P-}s;NtlZ#5M9Yi)mT) z8-LaOqCP6iUx0mT8d0P{i)72#lm^bieD%bNF}H__eN!^d)6N2VoS!s{tlW`owpJ6*GB_I- zvhCT7U0hi(wdIE8_bIiAlXC)jQ7a!F+r(U5K%DSsGgG0Zre0@h9ryw?Z(hZ1iH(Dv zt_UN5t1`5_9wS1jj;u`L#jtNyf4`FKd8KHRcJx(gEGbq=+5G#D2l&+^@NMB3>Wwp= zZxY(vz7)q(cx>;~Fv}N*M8#X4crApKDz$?V+L?2_dX`SJN}h^2(|3cV9fVpIj)`eV z|GYMmL^mv%6~*7uX3p`ehz7&uJs!UG!a?}3y{-5Mdyk)6Le0km8C605kLcn{+yJ1 zK$XAQrrY3or7Y=#oJk@rBZN?RrfxzgbNViPCIPFC=2!nXix9B|8e~>f@=KMCfEdq) z-_F|t4px?=)6YS}#)zU!zY*?YL)GJ3fog-8MRfITc#;|?pVO=o18;8gJxZNPW|;#9 zkb6m^+Y~9EU;pDao;LK`aBH6(Zuo&XN4y<0&c(X%cY=Q~a>XYWFmjwjJKk9$+~sx> ziW}B%Aq(W6OZ-8vv6&BST%=<)Nu5+2 z&7<_CJ>S|?sAOpQHobbYONK;q+?KzA)?tpecO4kNT_AxpBOM1DM<|qdw=xX3@pBXv z2I4-wdM<$ZdFvkS6%Lpo1(=JZ2oaJ(d|IAfU@?nD0^~HT&*S#Sw2T}0(`^FL?Y{mr z3`z3x=&qn0H#k-D*fs#9sT0`csVNKv19nHBu#~x&VC}jV>yM!%PvB#xG01ZdWY$d+|WfpZN7kSqaW&*kBM`ka( zKr=y{KBOt$8~12oXsqbwe1XYF)F7x}T{&P)BSMyfUC^O6#q%Dg%YxZ{C3P zsmfdGU*9Orwn~S5gxOx2*D##&EKVxZ#X3~Cv?$UT&nxKz?yUE6W`FZNtjYlnBd*zD z%sN$LoY8NhsGnlDD98WY0-JT?7;~P3S|~0q(N<9{N%RZ(pr0Gv`P$*U9%uH@uT=!j zgBUBRke^?(O`+Ypz%t1+5Zb%6XKRSr=IT7hSzP3#V!d#P+z~ z`@L$`U6wk(ns%mG2y-}Q`K_#gLm_F;aVV-^^v%;gD3MgZGySotK=+$pzrY5WY#nM| z2SNAau4KVw;EsN*${s*d8DIjkb=doBgM3yLb!8oHlFVg75wNAeQE;ZzO`Au#Ux8uX7x-2P9t{=i8laq<9Xita9-P~M#qVc4;J@yIwK2+DW48z)+=tmM@pLK>BdY6k?xInA0+Fga@dd+b6nGIRB<(yu@~Fp@pG`3 z)BR4-zc=MfEEqbKG>lH*Gk(}pWU8l&B88lp$5P?^yl)V|tGe>g(5>F{6*Biwk!hD^ zBgBkVY!1H^^fUCs;b;CL91gET&C%1N$+-DNnXmk&n`sif_1jneL96^XG+yo6@q$n) z$WM~Gt*VYrB_XJEDZW)D_*wg7<8$X^Q(lp}?cHLGfRgNowG$?K6I#^uVe!>gAL!sB zqYAXx6|i7ro;?zO>37f8Wa6##VdiKD)iV3r5ogEr$AnV@YJK+*OoFjQ<7`s{J?hh#j|}h zIWdk6b}N0j4Hx2E{V}rsQ*~vPY>syNr*A6q>3+A6QUZ4Kwt`d~a^XZRrVsUP1_QNZ07( zbRlh_Q{Gf^~0j4NLKuygK%GuAkXZW@6$yJP3`C{>_5i9O)-o*Fmx z--Y>r@zef`ct>d+ERgU=q+hw##uq6UezGTbc+EsamaR$3p#YQ@N(O}CId`Yn6L)0Ip{ z6em(WQfJ+JbWT#A0R&80Tm8yeSgeH;&g?UWQbbJu2s2%%EvDOhyLwrrpgoGpOL|bB zLNg5Wo%*rA$Lhd=;3{kNfK_Bx`G9C8#l5mx9qBd*_gwf!_jDV?5KZZppUKrrT*vW{ z(}kCxDjql=09b;8_U*ry#7`eeE%Z025vD2LZ3}I5s8=F`9J?pi4sozufsNZ1^Bi!w z>Ct71Ngb4p5XG~i>#YWLW2Z_HEGIL z{i$=F|9l2v>Teg=D$=b)T|~eqlGtWC2P1a*GU@?@i09GTwK`cbCCX8k zYvhPRN2hKp=H)u7>)fTBl`A&BqTe&(N{)-4YKgM&cIHf}JH*S5=FNj{E1sDS{6Jri zO`DKtGP4gNxd(r%E*dmi#E_9^p=S15B=^&?20u}|)QO*#HYSCvpif7f8gwDM-)xp6 zTWgu6LWpjbxm@fymq*Q>TJI?H-DSExa_K7jQMHXX2s~$qKNN&on@cJ;(dRgrRU0L4 zu@5$s%Fj#*CUKHWQn6cXn3>u%-;K zl>eCmxnTYzo&fCbRE}TW;zWH&ug+X;T+w(3X8ch23<6^@51Kaja&1MlyjeyCoc~iW zyJLd`O|w^S-xGlahuqJ;}l2xxu@|xdk%``h0VRFbHXAC#&UCJDjO{eo-uRPt@!VW zmPidW;28z~hLO`PR>>>kolAX2kfTw5an;-qsO=z)#2wSG4~2J?(eGa<6{OVv1scTg zZ;Z?TtFf*wttz7-_JamVi_`xf&>%+of1p7>jdeN(mj4GD#Q1+}tW*CZt^Uu-It%l^ zu|bSK(ewWmSvU9zt6S5${X50;AJESKM)CY`Ie4}P7LfmdpQMa!Or6Yr$R);qB;Nn| z#DK@l&i3H3MqUkp7F5fKNS!_=2wqP;`1UmsmB^tWDc z@>M)6;3*=q9K29$JnShlGJGsNd@Sl~jQ#cJ_tkUNqnG6phvU=M%+~eRwRiTwaAm;^ zsbxU32w9%I8V@+H8dmJ`f)Wa7uO7ZPomy;S)D%G2AAyfQ3H876H|WHeBtCoq4>sZH zsHRH*2KMaI&5(1Cu0Z$#0YXFB4yxJEp~3z848DQ#HwOVhQ-95a%^v((m?Z-VPL#&E z+`9~JY#7;#eqE;Qg*XPnGca&*^C)&D6kY@pB1#n@@ttkgI>%f!q>BaB?=s4s)gM1y+-D9F)QY45w8 zH2^@Yt_={3d2{WG-ikR78nHWqm*pKrc2fa;m5d_Ka%X003IZ8{|GAh0G!FwfqTSKb zn={3cKbuXq-4jfWXl(dy36AN41}KO;zlfbzeuL)k822?|8qy0SS9_w3FOLtf3yIgc z^90m0j_KNg=lu)6XQLJ3!&7^f#+TX#JP>yt)$g6~aj2II9$;w-d-wRg2l%^D3?IH1 z3}OUm37nHC{DF7T-X`!87qi8awGhn?H*y~b1mOGa^ZjSKlopd|eC(a~X8RpwRzYEo zKKb~S@wUg%!NH8SH$_$seFrJf9}pY_2<&Q4=i^IVvUlDLpk)bThc`JuemOFTp;$4dA=)smE>dZ`Sbd^1E+?S0C2GgR6rF z&dFEKFP}jDX))649sn%M%{n$vvwV9FzE9Q#^jp!Uba2eVj(ZV!Cq&<3+U;CeSvUH6PJKBabf0Yh5W?$#vz<;7VbCC) z-7qwswrV7ACD_ zd2Ju2b2e@Dhj_XqE?r!ykxJ=c>0rn{aU1BR5qU(V*k+Q95b2yPg_R7T3vNjeSQ{>v z&4@h3?jLrX8p%Fo7)!V;_WyX+niUiE%%#5vBfDu%^)V|wpjC3W&DkANGWP{}M$$!# zERE|+C0TM}N!(Q8Xq}!PC*_^!nukEj+(2qP4PizU$Rr-<$iR`5e@~%oyu@jq)uoA_ zT2@IB%U0E-%~Xm?t`X|S&esZBegO*^?Zsjn=Sa1SOFlK@-AmSSbI^SXf&WYvre||b zBkH4FS`xC?6r!zc(4ow+N;onJw$8R(I5qugjbp@onEg^;)$#S|sq~H%6d~S-jM-*` zqZd!w<{!I+_@&EjAs1XI>3-;hdTGoQ5{9`3ESmr9G$X_`|J;d7=f;qz9Y(re;G+6R zt0?wy)H=d3=5LHPmQe6<#7QDOJm%^M-NqZ%ZC7SIxy2o07F)+2@<<_-sd?auRhn&* zic`MNag%+1z_AqT(3PIehT>SAzSCoqPJG*a+B_2-nk~RVu$q_(Q8aJ&!1!fA`i{p_ zwf$OD3>GLw++jPVPz?>7&e#$$ z`1beB(Xb*~J7@0Qo5A#2Pk#}pyaBR;EiogInK>vF0a^=zFwcWed9Vs`67NZc!>Y9*; zIcCRTk;7!Ci2cV$D{@fZKv+)K#afUDM^UF(lE4;+C+OQ|J?S*Ko%Fy_UGRXV!DN!N zgO9%xic81_N>yP#I9he>6#eff*@Ifp=`L#Le9DaL_o8Q7n37wst4X0pQ!9@V|97lG#bIDIT z+jC21WEP!Ol*AoN)~@a6$WDe;nN*-;pq`#LTR#hQj5?8tE%Ex-YLO2~PU{$l9y_3WY5C*FI#5&<(@G+F zs@psp69vo;=`{%lt10$Adlx)5a|lha9e?};qsk7ElPTo#66;bP2eJnZM5$=6-B#|S zIM@}nOXY@9dQ>($rqH=_>%Q~o2rCQlk0Q$`?y^r76vZsEPi5?=d+SJdnaDv5oaAHL zvxMm!*1@DvP~gBB-kMLH#AT=1vmdfXx(HNVuIY>ha=MgJXTg)|FyaG@?XKaY-!Vv- zhfIUy?*8;-kEqgs*Z4M?&x-QHXeRZZn-=6LV5Yk>Ez?NH!3efmX*ovgb;c|9xjf7( zh^`+>NCTTx-su(}F0w}A3KBs^WUsz6bEe<8Eox_QsJ9~p-Sj|1zWE^P<}7z?J;AB1H)-Zw;d zKHpER24mB`ttY<&|8m=6f0(-jM|=^KBy>JvMDc3YHLt(dXLJK>*Q(Qis|-C36}q4N zvjj(^Nb`00JZQt5W)f|L2lV{&^?(=K9r}*?^?$+gIY7^ zfFpS49`=)yh{3%1PcAt-R!*5~ou=d{#Eqh5vX|< zv^#9kcalp`tFstr+e+mVDI3E(dt7gfC1{M5b3u!_8(gR4ji_VoG=1&$y6;77Qd?{* z66iZ_E#^gIY;R_fxt-RYD+Uy6Ie&$FrRO^GKv+93>M~>WUg-RKu&ZTF-K~}GduAG9WWN4MExC?x>N)r(@nH zzD?o465JJ_o~^8rmXF$0qEB1kIf4-9fh>>vy5CMBOx1|j>J(E*iG6;U1c}*sUt@K! zcD!gvG+|eMpPcLmT!!a16h^m%X&ljbe2IKA(iyv(JpM@5rj0?RfPjQTyP{%-Sf;)F z633TP?e*L?U>O&y)O1PLcJ|_vgKzL<^=7eg(J84)F4Lt=jWNEc^h!{+V~y6{>FV?n zYqd`Z@0KuqVuJmtCSe6`%j5+vIqmT(sn`Lq_I9$yA1xYhn)ZyBh+&@OF30#98Widd zR&gz)pqtZaNosYR${eSD38n(qv8_3}87e{`HDdB6dzpcDV5D3^X*!8|Uw`2WcYzI6&bdBq&TS+ca-w~k`_zhXvA%R0xGd98VKyEm zmsu58QuaLAgP}0#h6=`Ti^M($ZgsT$<2vTkRPlVlV16Bo%G#>r=glPJ`_$U+?fD>U zBWM+P6|1wS=>Sk)a5rY>WOQdr-O^x1-v-YiBGAt}d7};+hZI|wJv>@>>7EmX1+qj) z6kW9rJn=g|i}%jKIr!#pMzS`^c-U83b3EM_qbr6vi3s=5(2X`m__<>O?yV&HL5$Ww z>b=8Ja=-7{at9Y#96ARR<4P*)a4|Op1@?-JsQ$yY*#P-VgPU4gVz6LmU1AQ=F-5v+ zoTY$F{QC!cJMyej7_0YUd6PnfITg>8o1Nw``_Z__kECO1mUu#^!d>Z>DHO!8K}jfa z3vb0EErsV6LOvrIOf*K%ya{>7_(RL#IDI115dlC87*Ff3Us!5&Yw~USUjOV4g_s|$ z*Y#}((sBOkt~pDoy8@iX$X^q-a7Ay09v{;3T6l%~saJ$^((7ANkM|NZKOqEg?dWau z2*sX`$TV|I zDv54y!_Gf0BQqTGyO!vmdF{>_<+;J?~J;I#|H%aaPO`eAMH7}SUJdUopv)a!C0c-mTwoijFR$cYOL+Brjd41Ey zBU_bI#D-@dFCItF)k9Nj7h>Wry9D2>gq?0Oz&BYFu^2dSV@q`?*T;ig8#Jo@bT){J zHu6sm#!ITrU@|G!BjnL!XxU&?@E}V7II9C&2sa|DqRG2CFGb9tin1NfodW8TnlkYe z=mXio(b4B8sKLbY(ddj0WH`1ALfQ^9+&BEBFo_Cs8W_eZt<~ z^VSLDgiCvwAW)j6DOpohsb|ZXL3s_3;mQ8`N=b8qFfyuMvFZv{G|+y(=j=Yfd!OK) z^Z2>a*9_Lbv`*!%Jt2ePWbLq3IKUvh`fL@Zh|5;+z&J_*k!oGYh)jArLT6$2=g&kx zKi|lM{$!>1>xc>VCu|Z+!K)me%C9y$jEu63)WlD(we;a7?Q5vUHk>FCm*f`Q9y%CA zq_;CGH?^p5HKj3%uF=Dx?@KQCcI9pUK*)J>6&q4)A0PnTG&0+$dE~k0*i2M?Qe%l5 zTO0r^S#HtCJ3nRYU+wJayg~&$>7%(r_gL+&$+HnIqn-_~_*^=Eyn1T6A=OT3 zOOb^hEK7jtdMbl2R1>fkQ;+N!Al0Jwm8%gpNek3Tcx{ed?zdV#F6P5Cf!u!HwEPzXN1WR%eu}1=q~_SW>&AqlO*k zrBs8Ac+=YqRkTxwv*u5M!tz^{mL9q4BSMDSlL2kqjk|hK%$J)jmhU=@mlaIOfc~Ox9 zHn*7K>5EzZ`UG4bS(ouN^G=&SXga(B+)q}Q?RCLN!5Go6mcpiw4{2ofDkF@5c`?nZ z@2>G1=F>FZq{U3o6lyNI1$>rAX8eYQ6cc6B&kvV-{#~FZi3lBUpJ&zmlfgN>RV{!i zQ0c+Ph?J3t4O}eyU18DkY~I7@fvawJlP0CvoyPT zb7Tkw>yGKLk{mwgpfBU&6ld_IjV;v%J-#c7RYPkZIdrB2??mTIUHL5eP4HFRz+GpZ zXMHZZr#yL>HC@{;J(To_)k*GxXu>Fzdck`@b*z+V$<>Z?aW#|Q>~76CjSDrN5DvT7 z6-MiAP55aql^0LVS=;ydYQHE&HJhpab+1F-0yu$od%QgI)gTaT$)>) z8tQBvL#|%Ef_@y*3hyqrMLYYLKJFJI(cW*(Gb0P02u_+G)zjzUo@H0Dt9WBSeiHet zp3lwulWS`|-_h4SY8dv3zZpS%9)BisIG5lQJf8_}u!W&d3ag*qX&D}e?PN!i9bHIM0e&5qc z8=Zh>q8JA|ghIvpoA&2VlB4B4SyErZWt$UtsYO;|k ztsuPTh(D&W+`ZWYp}dy&DzoKy^2Z3t+k@HHn$JrsBkjuKQ-+L4hBH&F7fCxC7F*Jy zFgFO51|NMH$ zT`NcIoE8s#uU)y{I$b_y%mnA+4;1EHiuT!G4Jh3a0hQ+Ub&Dq2cg%5_QC2}^`F0I? zXZjDzrsLxs;?s|OJ5nbp$Ec!7IQh7YdMUwU06b08k1wwnBD{~1PX4!tEj29y?tOl8 zhZ~LH0zO&mr_1C(34QP-i6R^5mc#3&mIZid+~%^z#P-jEE*E-h-cbF)vMq3%9nCIkF`pJCQ3zE z$E0Dcj@Fkz$210KE?e^npBVKV0P^zhf>pR8=tj>8{Cg7`+VkzRva8c>a-n` z(`N*cW$@QNJJwG9+C_v-Tjub9ESET%huombjw|L?J``RiZNg^5%NIy4DdPvFGun}A zWZ)T6!sJ{0>$(`D3`@RGs0EuI-fZs7zDVL`nh|s}GUWU@9fG&E??nOHf~#x1N%I+3 zd2YAae*Y_UGg!2JH8EFUVt)#L2@+sSC#-wesekwGb)WWgQIkE-q0p|Hs^_L8 zQqJ;hb!ukS5K-k|VmV5VA*>e2`{{94o;qKI)$`%7Wp8ccXp-m&d2!;k(p}V1Wn*_; zl5`~ht`8V(8uqX<+*#T;KQb9zUHSp`UR$DFSc8&Se*OE*N+abx zmsj=m!gGm24n$YrpKE7`4RImy>$02#AaeFaa<|R>74&D5`;bHqoJIMIqh->6dz3=T zxnC#*E)#X>{rp)#TcYne&*Ek=`?~cFM*)6o15_#vgK1nB)7}PAZ|)dGe_B4*>Ic(IFcCksY3UKHZKa!IZ2K^0OR$GMG+wenpbYu+^b5wOX84K7{lSU1%Pf2!H)pbJ zsvpYoe5xAnf@`x`uxpHwXBsp`&b^LB30&~G<9xf~8CkDV>F`>$p0`eVHjv{_i(q0` z>?1e!!KENlQhd5|pepZ&znIqoiB-{Ub#-U@SiCW+(|OzJ0B#lU_N7J+tU>f-Tge!7 z>oByJ8Qq+v^iK&=28&>#G(Z0Foryj!SNrxf8!S2uGm zbKH`-F!|^?>C1VpS>hJ>YY&-cs{(3p ze?;;LbhP^^K&Vs0E%W#hjF;iJ%9t{u`vEwV(~UGm93ELoB6u>^PE>`WFr z*amScBGY;r={}B4h7iG4FZ$pYvwoSLRTZUKCBZj*Zqv_z>A|zR?T`qK8lne%$9rAV z?0_ovC>k2lH*#g*XY)3cviUuqiC)1({NqRFpX^f991G=dYJ_Leb3$UM+qRTE$uQL3 zrq5%c&E2?+Q?wZid3%)JCPBRJ6NnO`e`+oI79|g_j61nr{x;9`ived$R-T*qL`xl9 zgz53s*Zl~DNuNirP6VpM7BaV+~DoGm;&VcVJ0;{8!%S^j}Ehe}KjRLK<2A z)6xDHX=G&hk8XqiMH(4c8QK0fc>K?(k%5hcndSdc+Z@#j?34w$%ZAfg&(46gX=BBi zPK>bcE&<#v=g`S`xJ6cDc{njkQ+u!TveYjxDu z(>FQ+4I8hlqX$k)U&lyKS4SkLSfL|JnvU5wF*Wtb8}K621z?|-Sxmu~gGgX#3+^D2htlYJ=hVR5 zYUl3y$QuiQg{%Pp4G)k0oqGX*s2P`73^@l!0Pj=}u-@az47dTHbS+KIPn+{=91yZQ zFg)y^8a}?gosDRAIc0WhL@Oobv2G( zVbx|fM|*G%e}G#MY)Ry}?8nZK%4~`;$h#YyJW3jHIVXViZxZU)Q~>Th-e$l$`i3v- z8{Q3HjE1I9MNBgT1KUf0rpKlxCh#=%4L^VgB!{Sf!saJ{yzF!Q06uKfPgn0e?70On zvoG2^(<45=pfE;&x12rS1xHr<1}8gv6Q`D@cOu~u-l;Ct_r&b-wC-w}v6*4a{n)o5 znruGOTjN)wkIKdsmzNutonJtc6qgbcUt;}>i@qWo)AN7EX0+efF;2*R{0#On(7yhu zsj1;XFaUNSK0H!1Dc>~JM<;;qaijOZuN?pXVQjwQhK#E%#ytCm?%%{b0|RRN+aBQ6 z{X6|;8`L)dMBmJ84~P*sMRSetQ~x6ami`^Qn|W(=4mfA*lgo_;@Q9z=oBOmoI=Qqn zGxCUk&-*z^Tuw<;P5X0S8})k<9s8xnQ--T&G3&g}c}%WIWaT^xPt3$hcsvV80fcyztH+IQm{X%XhC>Hu^nu z7FLh(2fV(Eh%7Ihx@Q;1-VW z-x8ns4gAZO@_W$Z$?}Wt)oODeTl<=z>BgbfwY%&~ykq{m;yb(jp?k-zoax*DI%oas ze>*wzM5lPW8a)22L&uU9YI+P?SY)o=3pCwA2MeQrnBBxlD)r=L``^-pDj)zvTk zPiK-9*YExp+rPnCd+_|QeSi7ux9H;^^rI?)`D7+jjMLk5^ZXAP#&CMBjd9Cx~vS zf}`lUMdZ+*(*;u4A!!EViF^DfwEKnQcIlm~KZ@ zy17n&+J1sYmS;AEfikg^=HH)|Yu<tWxP~12y@b6V^uc*~Vm--~>S#dGLm0H5Fxmi*w;p zh?NDy^gx5f5z|;gPIES-9UC5%^X4YWVr@fA%8y`a?|IhtD06G)-%6Kl9DkQa?OxgI z-+k)z%{muV8~Msq!{)ZKgKrXpZQdprZ7Jmmo$4pag+fWiu#l5|#;?I&nV9L5b~(=k zo)B}5sbbUBL$N!sy@KwNh$c@DGHunj+XX&HU^cpVgY6nUL}rgb7qR8A_vmZw3`nX+w@^qC^i-4n)!ZS1MFo)nK7B_&;MXHwxqE)d$SewMidtaj$ulf~VmAwMd2_eVBa4SA${*2> zJ&k=IL*J<{=)z8250$|n41K%JA@r(k6uU|R1tkQvzeUnpT4BU()>zl_?C&G!B=Ra; zas_Xi0av(rSvsUSxZ0)ntrbgD`*s!~_720OLYl(!3A1vvd@95@!_NR!V?Bt>KP27VsIq^A0o;YSB@Td4SJ@Bjn%B(i=lZFgxH{xI4_lJ z^>^+osxBB8zId4qD-JWsyj*^mFES6i*>3dH>j$QY{gv!mzobMS@}j6#Jd z7H7r>xO8XV%1UCHqg9}Sm^%2O0fM(o^GZgu%i(6*^i4*mD{5Tn)oe<);9kKnS?6#OT!@@(GTLz+?TB`rK zH0}l7ySSjFQVa&Wj|!@3LyD+_Ew`E?`OkLAC^=BjJrd-WPit`?U7t+1$6)i8y6(dI*-bd%Nc}M!L~aX= zl2y%INHNxmALhm>x-J@x$4Phw^FdrhOrA0mBp`jzD&dDqE&kb>t{CI0j#rzZs21Ya ze|-9^Z;Jl|XDZkV{Avcq%zpr{)HZnNn(1+Rl1^)^Bp|%GJK|ZB zd!@G&v$c8fqCwFhh59svrT93Kf?|6*68y-b&MgMlhAVz7RXWiMc@_KRqQ;y?2rdK~ zR9S;BE0%7^+1z;DjYlqnM|$%COzt`1BMoQJZd+sBaIuN*S_?b@s~c2A6C$q#-ym!) zOQL7zcBvM(kA@_*9|6Y2ejC7%vH~E4gbyWXcYO6%iEg_*0wbn`ii(lA`v%$_&K?x3 z%+S?LL`S1Imj(sT^0dnpWgc)$oI1|IhP1IoZ7#)`m$M9P>?juA+A|27*_1bR|0H?6 z21AjNj+B3q8><+n|HWvudXyo3+o^Q3NuJW%VETk)1tDJJ{&Xujr4h&RjrCqF*>kU?hMf5cK|wih5nF@a2{KVE#J85?3fan)`F=bA75P z^H5r*%#x6%FG-a7=UzLJ@7)NdT!OOkoC~<%k` zd}?lP+|{zX`f_j+jko0sR&3H;sK00{g%A0k%LGJfaDE!IFcHfLq>mfRIiFAsd0e%Y zp~6`nXf3M0iu|KCLo>FP@nILC)HaF|rd(!;ff+D&ZJ{6GmSvnJ#rL4FrN0*%?3D+B z84H`ynszI|KxSb)EBnrnyldmTgg5mJGpL^jo?=DwqS&@xZJcor+gq-J`b;=7tX}2L zBzc=f=s6$c{|Z%4$W3x(AfXww?`3>ZJcOIRMtuxJ{bs#(Du;>g{Ea89*1)l_yr9>s z3w2B4dGk`K7%5Gx)D~JD98;$d!SP*v;aFx-=8)GANE6rGl9Jn0Cs}D}Ip@25=s|u+R8fPmqRM^xo)ry7r`a*uzLUnj5gC zRS<=;%c0#xgeDIdLE5(eJ%+N)^4}#1>D%5tBq2=Z%^U}d*&BB&&pe)QYQ7jCJkU_d zia8=+oGF{ksqE;pxWfCL2ia3da;*Ru7;Pp%!7tYlz9Nw%C3)GT*#8_m&PzSL@ei%( zCJEQ8o47Ccaylk}gU+U3v@53IZ@95}{Bi|=t%pdE1|B)0h@6LNr8-Q$99_H?ZWyKF z?{W0-t?l0smjL-piFl@l9|JrgJ|$>s2jp^+MuUvKUrY}ia`t<#w3brJ4h=b#-bUIm z;z;LdPsO(}@DJQHJ`Hs$m}MAmh3*cHk}2TQrKr2YY95{#Qp5AqijWQ-zlCb=C#^yq zFd;Oe>TfK0ci@CGJ+J~I!86xGKqo}48So8ww6;3Q>`8Iq&h{Hk$>*tEYz}#R{hs=% z-;P8KkcT8NK^flN93x#{ z)3{A?J8_S3F355p=qrzInGEB_;iNI=xuYC9#fSeZyZbcC76&ny21-M z_FWX+A4K~;q8RH%c*)-%Xm4eSUUi53?`DSUJ;B}@> z6tcBwoUP?D&>sb#q3r;dw1q>Kfi#e|kJ7Be%GI$)^Yy(Lb(C_kiwh2ZJ6z*^29)z* zSoDdl?AD+rxNQNA8oY{^Q|d^DPNyQuuHB6#rpdk8V#7mXgkAPhdl)R=&KI$>VXtZSR|srTxB}DJ$q7;v7^KfOR3jz|ryI$Bt7tDu%dedf(?Mdio^|!;*`L~2;IavE zHzE^Xc5?`{i1IrUe$jaD(QPNKt zhW8ilw?2vzu~r>I=qEWO`qb}3L4x}^rEC0g$&w|)PsbHA>5vc1T{~GP9b>?f>3HkH za;;vGp3E`}?X3)PsY1a4qPfV47n6n6rtHsu?$=H`7I5zYP-V~Ei^fxpc4|?!G{)r4AV0yfQY!BG*xixqMLm`x_obo-N*O_b zz{8x56B^Pe^a_`tpX5Ze3+~3%cR#?5QIQ)#=mXF$Y9um{Wg)AhE>!;7cK92pxvknl zD0!GiJZmIE#8CX$HTu{XA+(u>BP;L5dauHd!kCDvGFd1S5h2ytjsYGQoT_4!23Uw7 zhwxTD6r4j|BXs|!qmt`4t=u2ERNrxwVerZb(P*PNr@_ucAQDAm60fjxc?IOJ@DO!} zFxx6jOZ9cc15J6~u4XLfMRzbtU9ewQQJ~IX+*LkwY<7l}ztwmEqvSq>0ftjvv4=`N zd2=#DLFkcb7o%_kS|lkpyasawL6n!|gqq<}0bdJpWANA+k>?yxe-BLN@*Zdts{?^T zsnOd`pvkvFTRh$MVKHcv+Fx(lhkH)aXfvkuzC z9lkH<4YJFx_Pkc?JC!0;sLAT!oc9C8 z4m3U-0g=xd#1y$F?>IcZAKD0~x^=OOjDSfBm zo-t{LK~@(6^k7{04#{b4TWL(hijNJ!R^U)*Vqu3_R2a8c8HX!xWtffoHx1S2Q6X;Ed0+()y@v4LRG zJe(BXJ!+C>0^Ls3u$7aFr1Oqv_Rk+`uw6FbmgMnxAc8w*I~gX!UD2^kvcuS5cK9w8 zFo_zP9a!YeM5dy+V)@xQlh-4#kUS{Ii2BlF6MuY)909F(1aojHvNX2BJ^=Q)N}0mg zNf#n}5YPihkN-LqG3`!G9)<_)+5a3odxRf_22+wjY;61fS3>V$>oZm(&!s3EXI2Pm zeM%@`rFouOTN1cK#kGTOlXNzwbgnsD&KEg+ck4k!lqMZ%u;NIt2IxRYYc4JZBcgZF zaKVNJIPwuJlcr_F-N_V6Yj;oS)!yC6@LpifW63DePXmSX<|NSmIikNq69EqqB<8!n zJx6YV8Pc{|r3}Xbba(-m)VYTTZ3q{ILFYgdEbRX`}#HN^tq(| ztD~y%UKhj};VBTieFs`_?~^YXFHvv0+KatR`kYDafcUTR#9fvbBT$ZM;V;e`LX9Q^ zT8strGS34AQR^gbFY*V5n3P}Ab+f5E1vpGU|7$Z=#TGt_&jjr5^Y!y9-#X`FRcMIx zPBXOQPs)&$Xy{e6mOfFD;*m4zy&(j*K%IT=XV8#8zfFP#!7Jp0)QT8_o|2~6x^YsR zW5tna` zjd^D@O;qiSYnh^%#0uH|%=+{2glKqQx>9-=0I~!)GAO+e6K=!Ek#4L^dlW-reE{`$ z0Qiil@)%x7NimWToKXy4@}=j?!opurR{*_DTyAWqc+aU)Wmt7lmTUwQpleG9h59oiOQ1A6h(K7VN2 z5|vQbm@r28HC#|mLWVm*F9Efg@MNvIeiPB|hwz;>kLlgCEpn56!5>2v>Rsu#lKeLcep!g(g?AoJAa9kPIZAwp0X&$t~lx06^``5D8*k1=zdSr0% zAo%dHRG8g;$1)&<)l0|^f@6-s_mZto#(1IZnkiPjsZ;))x9Fhj2qEX7*0l+YYoqjr zd0|qp6mdIp&HHQS=rM6anmXuN!QKYQ66H9TOX|i(8Qwn9Z@`4X9$aNtUQdAl_+%ab zia4yn26C-h3I2A)4+RU8Cy#(4L9yspAvgX57*pMSSVR@&O2_2(h~A`@VFN)&IMTZ4 z?J9ABu6{y~bo+b}*nky2RF4Gzf3Dr_*I>N+$QXe`vMNZ1yUPepA?qP>R5Q73)zztM zcFoHqJb~|k$??m|7t&C9=9r*d{R&Z2CHf+d5Lu9B6)SCDwXh=khz}gfQsx3Yafh*= ziRwM3+q{r{@#;ZX&UjTY|2%7-t~UYSE5t0md-7|eRIS(kp$2b z-kvW{I!baDK zeUa&l)eP2ZVV)`Ci<;&Aq_jj`L#*sN1F&vBeE0sCF6ONU=~t4d>#iQKqm;L4)V{;m z@%EPmsU-J+p}keGxWD=JFW;V60t=264r0|e6Ii_-rD$}2l;##1;>JfcC!#6ekc0n4 zl$7CeW?%cWS@z_IF^#qzxy@Nlz%6<;Rb64CBAGq+^-|0$&dCAdZ|I9(!JE|fuIILDD0gNln`>wZq48rl_X&bd=p~R zS7k8~zB`h|{ozV{`z6L}x0+gyTfxos>%_ahJ&)QJcw2M5%6B)PN&`QQAQ01z3y=SV zbK}G+Zk2VkX0O)Kl~(*D`z7qZK)UR$a`k^aMoM@V{jjc<)4(5SlU+n(vxm z_RydIcpdnM0s64d^iUhTN2meg7f()%X_-MIKjmDEicHVIcSK{X`@xHftr#j49E~ha zK@j^Sz=!3&^`Iid6AMxh%ZN7_IBVUeZS3-@Jw?#D1w^ul)l+O*UlT@wT+PK2Xr38F z%6t3O-cExwPCdDMcLRObIHT>w4WVCBIGA8&x}4fLTN5UZW z_pK1}AQ0X~$>J`+w#UkeHdr;%So&5e)gQhNswSGkRsy#<^vShHvKI8AG=M!jz)wQl zH~S}!O&uzK6%`~Y;@uVs;k*SR^&1ErQhpH4v)(!G$?12DLp$f$=rV}f&ybZjBJj+A z9O*d7dbUd3K&`fE4o+HhByvb+?8cl-*zN4;DR1#643v`As-{`&2Q`NL9Zx#QV)q0Y6CenPQg)XRq^j0m{9@8tl@vVdzdYx_?`Qp?hp9KV!(q5l355&s4dVR zEy^7;OnSqpOTi1!_HW{glF)N8zzj&LU8^QB9I?f*^z785anUoKj9vh*E z%(B(V(<2A>CiGx;AQ4<=Zx0#qVrqX5!koTDk)bnVqB%Q~p4`AzHl)q}i-aV#xq&B; zPh=T4Clz96riSZk+v`TPQ%`@F)TI^PfzLwWxAb@i+{#F_n9^sMJ1+~$b-0JgjSEiH z7=W64ldwQLsWr@;LP27FTW2ik?r^p{T|}ITe-YH6oH*@ypuY>lQ)VypgL4+{axh}> z2DbIp>_KVVnuLuiT0lzXtGrV9D%I%pB%tDOq=eG)PwKs4K-9uBiK5?b zyz?(+uq+yYlUQFdG42J2)!J9fH3^)tvjx^IIvoK5m@h`aTl=R3T}pq1`xo(60QT^* z-H5^E@(WDhLUB&c*qY|!bEpgsk80>LbLi5uGlfmu2G7DIR!+5IJp5FMtBw_uhx3wk z3?f;R(o*?8Oj32`q#BT`HwNNcNYAiz}J0!Ac>HxY*A zY}$69d81i=8EXhqCFz<$Gj6Ct@{)Ix?>kV}07Vv}23h=Mnl8s2eYL22-u7)M!g{G$ zYogkrBk`H0M<9rjKE5*)skg|YFke|_)nJA<>^fD}T%1%jEcA%~52}%-LdG1>(iNyN zX{k5rzp(Et?g_mu_hm`7(+{az(XGBW631E{C)@D4NMPFKa&Dlu>qA~)rcYnCg7vVf!h45F zcCFM4x38EOqS*Cq-7p8UqS1>G2@ktz=ug?&;CB94PWMA@8Pf;%rRCmhe^e|(mJ*hby?D*| zQdpcwBW~amBh-*zOTMZ;$=sYnj90m?gNDytYY&|9tR5fXGt1E|dfIv|c>$4UjMGt9 z*S(pv*%7LQ7GgpFgIE&s;a{QOb}ZQ|#$gs6UEtzF2Q@6_7Al0#m-$LS=Ddi|_sDOh zC5~=>+f*D+v%r_BDh%|7dINkN51Oa)O*wZ8mkRhgCdRK>Roli7YW!zEF;8ZY?{mk3 zqZ$GL_;RaS(>B^9xtHsl0eE-5O{*TLiV|$z^uRuiC2l%R%20EQpu*ZdVy!B(UpzlX zQxT|V5_>Iu4G?{!+b-|&MF~_TeK7j4rqdlTK2dlz`cB`^L_(uA$fE8Zg1sO)I&gb# z`LSiFgNjLAi&DbUopxMzbf36KQxGFY`z^4L@^>C85wG6M$VmNt=p_0T632!W;Z$b` z;s;6**?vIh2fPOLGa;{$#{(c_zkGbmM{to*+2j$23vGa%UFzez$X>>pPXrB~m6M4_ z+Q|=$!Xg6y=EveA4qG(|AwbwP6$SU;Y?CmqwQy7iV59fu26ao~B|UZ&`YhD&P(5T1 zg^m48CcKx%YFqN{y%|(eiB(>t!+NUXUcZ>lu(Hbb(A*Hx(ZF1#N0TIoMV>Uw6|6>A zhYc(i7K}+@cg?O96`C=^tsV>*J2IkzoKcUPpw?}8?Sx$Bt|kAi8p*goj$*P~ao>rl zw0^%s#ts9XF~=`)^)*soNag#g!>jhim3uHXNUWq2GAvT@r$~@%+3I#K|2VW+`R(ir ztttJ1nR=WHh>grTzY*wtt%y}0h#8W$7djN}442PRzXfj2(&~Bb`OkVj--tKTc*q&% zn+rLvLzs%~d}`e$6Z;Ce^y0NO%j1f)IZG>HZ4<@X__W z9fy6YlN}=Fym*BSy>V^c-}uK)fY|t;?V$K|d6%A0>XFz0T^y3nzg6i(&3|918V+Jf zuyVt7(XB!#a+-wA#to`Pka9^FK7hFhWXbctyQR8|iOp%znVwBZyIpaWsa95iQQI;F zrcZRjWENnJFjJ7!%#{TycKX2S<0Hs8dBNz(332X6#HbLxev=%;eCgVP6|dSZiQ45sofor(``AcQqGVFO)J^cmbL$+pXiY^~mK5Kh(@J`` zEN-P|7O&_@8HH^1Yd`Y9h{T^^ELtgeF*A0xDfl32o}K`UUjZVbWXR#>t0ptx^Utu zfMHg4l+42pVm%sqNWcgvF`4%No&8qseYI()r|3c9W+1->JJ!yAxC56qpF72+x96&w z{9RLCGgD_uNpugm;T@8Daix4$9z(jl|}=R?NlP9#tx2234hU?Kl-BWZpY( z8@1cJwDFb(-#<~ibLU!+2~rQS`k3f1Jfm?yyrx`GupUPKa*qI{eVH6a zk^oQ!k9*pZ_$u&T$5386UaQI;>K=S_fqg!9?=>3}V^?5Hw#5}H=;9-2Gp{2gA&puJ zoSJQKAZU8kWGCa%mo2LDOx1~-MB9}16UnI9^yQ?mF%<~{+{)&VYMqI=Z0pgQzyQKR zSocZ%Is5fB$o%~y`|&~o%imCDT0ZYF?8wrsWfozfd;8k0cyO63&>}UhXo^DD2giu- zm9Y!KVi5Zoccu$_4gKa6cW`mPo1uahn{S*n4*TaZ+t)mRqrlH=+%Hica`^O8g$t z?Ty2T_(8a`7(0;VJsU~~y|Cil1h?jmXh} zRV$(T*)L@fft0;WK?tJYFQgqpT9r~eu~t|8ERp^ zgO*AQOOorE%_>$TZ3BlGP8kEjsE{pCOB|p_`YLDrVoq}M-~`__DBYu78xlR65F5hl z2^&sRzPYASm#m0cTTS*=KdLVEzVvn{I0?;_=-JuJiI_f7e*ULD1xA0 z)q@~iVX}5FrRVy~IgOI2`n?fVHCb*?d6i)2i#X;Zh&vYo| z{FRF;Eg*%=K&^G(7Gqo+heAS!eFRx9@ZkkLKn5?66-$83$XvR>w--2H{E9W6LckW! z-wBkjJ#`&7ho?T_@@$Ip#6OQhu>W#SltI>GZ$gf)Z#YS+(rkx_D0S9@fUb-F6LO8G z{~8UvFqUphm7cY82riV&-BknBwXw+Y^s|bTG;7Z#@alf>kv)64({U8sp}k3r z|4n5O9WkojR#<}f5yFfGe=SuEXqKvNGtK+Di+XM9j-_5q+q`Xmg+TSV3N~|9Sj6w% zy{9~xaV`x-i;y`rCP{CQ2DLEBLrI1LRZFcot3_d32=-aYeHeS!=ht5mf~q+dpi(`= zmfbbkxzk0pN@mF_%&T^mcPzJd#bO%F6n6S?6@^aT zjr01nj+Wi_>6|I!b)wf(jCgIpIP=rmL|wX+Z`;GEMXvwan;ki zMu&?OnPY(}13y#XRf`-@r_3fO;2e=tMFjLKP*$THi@0v62)3~m4x;}~JkRN!W)~l_ z=+?ZcgOl4|V;91sVUf<2omXC0nr&F+jYI34B=snmV8TKnLusHLtda6?=652ckXt=oP0% z?kYi%!TzTzx}|p}BnPn3scjcdF~=xjM8_k-^|Y%N7bcKcOUTVKqJ`MU3WoTi0Mq?i zP^7_HD;qDEd!itrbm|(%i^qy^8a4R%2EUZEA6Ju!g}!uMLH;wHbbiBM4&nkDsC?IF00vso?UxT5B}1S;ngi;JrY%pY4O$ z|K*7TTp%`gda+6y>ZN9{TnrJ2k0FNo7;Hr(eukZ?u#^{xyv|6nPjK7A$*aIh5tzN= zwLjE%AOXrwB}c{eaAS*9PpTH-HTD@VM^GXmjI$6(HJZCB^xVag`pbAqWNfcyhnltu zpDl=6Ho}uWq3}122&lJ6-WB!=uU#f>qW=kUR7M4J<^5$n*wHSGEWfjpU#t4g*z%Q% z1abk@9d}A}IZ<(;0V%&pyaY(mW!D_)sEYVZQ6=ak2)|+QzmaxN!M#P%o~W~9+qRQ` zY}?t{v2EM7Z9CbqZQHhOyLb2L(|x+CZ{1sU-{!1ZHC|S&hdJgN-!B!GBq@NkSglF( z)3)iCO!>kGV@I6Ldu|M=T!okw4xk7wY{bgn$|&3Bd)YGEAye!5TON3`8k(uBR99^i z0gU1c7Ls207|ytQoK6znszjaC?S9#s!@A-@&A7+!9r9meOjKtP`Q)1HkA)n!HoK0y zw&SI@Q!c}mQ{ch1LAVP_bDBFtb^rzChgNWEix5Ggb(A*rJzU+R+6ZY$*XzI~?5I!` zg5JF^7?a@`u@E$>7jlrl+~+iAVZ)UnsU{XVOtzUNmZ_KBt%d$`xE%c!k_54;3 zYp|xx_ee_+<)XX{oqDM?d^7Wqqp>N|sF=_1+P~BwRcZXf;?BH7^QR9tY9HNGD?u%@ zhLd*{$)vi7o4V64>U8eVm~(7*a1|_E=9`ekKqbC$StIuKxz)lE4h7(XfI3v~sOLL0#moC9Ol4A#v_ZDewNzj7(9GWpt%Cu12ya8CM z*S&%B$8-~G&(7olEZ<>*rF9>NCbVdSGeY)8a$V%69ex)Sw9JY%?vMfC>U z{UxeDk*0C&5z5$~mAlQ;Qr869TA;VpcwQbelT)`bQ z8T0(Sv!o})*>sZa>MoD_^K`41xDdf*xeOP}4X$sQcWoOFfa$ETH6;FAg(}SeN~yk( z#W^GKn0Wlla#Tu7xkfx&KrNBspe&A^V^#ET5K=JTqfdq5If8!(MA=E)OL6_Qir^-n zKKdmta-@B<;OXed-W!@{?C`OY{w9;o>J>SSBUODVeo;q(Wq5XD_JngccCGzX zr=S2?7+Bmg2oMFP)n9fEldnWK~ZwYXN$>%?lbZx<|sMU^_Ri-*3rhl(pCF=#;%)21Px8@ zzi0`gyp~BB#V21Y&0bHxZm&a&(zSRF?pQMuvrR9R3z{$5|GrKP*7R`*p8TCKnclSX zCoTAG&d2~|erqKoys&^)vfnly96hYIAdA|UU|7#TFKS6olk{FMHIYJ(m5w>0)9T8# z^Z<=+3vc&neIQnw&HUMVP3W;w<;$Jr^ZMR2To9AP`^FAiM);z7vEf?hPUePre?d5P z{OWWx!y&s+~-p#({IV|Z;APEsAk8*0|{^Rdu?ob?KYmKaBPXVFMZqEcYsbk(AOmi zUSeR-J#eC)StW>K0HyX@0c#E*f}I?S`>`qryL$cmMYunb6I##-(=gEdS*JquuW1*L zA3M0uFh`0;!uG4CDJL{F#LrjbPk!~Y2|A>rB*KlB@70Rj`Sz%d0DJW{Yjxd+F_%F) z5%4}xbR|%0$W@qMw+pS8sII6PPUf<~fMdhIu3U#DX(3-C@gx%;gs+uACUT21YCDUP zDwEGqBtF6I#qnTWk61W9OBP0}hJV?E)@<-^m(4(2TLcN^DSz>H54`I7h*zk|PV&34 zx~UI3lYG6qiqQ>{MEeIjp$w{zu22iy>~avBkZAHCuC7;TQw$2$#86(~iADNr%Pi%9 zF#O^kmn=1d?ei9jKjcQG$q2iY4{*T3drFa5qOa`+smgaM_T1R&Ig=Oh+v)KtZ|ig) zbK_xec# zx>gsYLk~{{U*oEaGWn0-h0KykmUit?XZuQZ!x_+a{R9~?XjXs+SBvrfHPP#3c+JeX ziU{&XlHL7ld3V(ZJ%a)`Nf3dGj-kKGh!pRlXc9~sCr7nN-)cLrP`LJ5c~VfM5U25` zK_zRp@Jq7gvl5Tz=WYmRQm%eSQ@t}j`T^(Hgw(%(2q5wCBtQ$P-NU+glWn|d@efs+ z>a9nbb=)p}E%Adh@@=xq$Y4YptbK41$m#yLLRR$bNRMH$n^}QJ7eIgaehtm(DdDa{ zC)U1_jU>^O&R=aDCcUuTJ7PkOCg+0_;kP8%Zh-wRl2I~HO<$f#V_o^qKsb6dnJQR^t*VH+z75$66n`; z!$(_-iY+o-7YJYO;f>R+rPMC*el{KK(avK;zfpfuD4U_y4XRW0{&`?`NJMqv2)sKW zz5ny>q2^D6Co5-~T23;ab{%aLhWVC}i9n*^LxJ%AW@o`W4oOyoKqtq&0#}@9o!H01 zd>^-w)0X_p;#ZT6E{^{}*uU7hk0p#!jp(M5F8pgbK+aa|^l$sroVJze7oMu+ZAyt( zQ`h;Rw#?pPFn>Ka2G$~->)A#ROFbmPEDbZ2=9zZn1Ayx-kQ@Nu|TKx$?tC5vi zhfswvv_3pV(Oi`7hklbpPj>$f9h~{sQaP;MnB=7-&Z7aQ3hm07xrxYMgt4dO4hT*& zOwpsvbZ>up6p62Fy|(!c+p zFt`EUib~5w!Y!#LU7Co1JV&VKx`j}jHH$SXRG13SsqAqQ7Cn2 zk~1^S=c)s)ug*Yp;cmrka1UTV9ldmJUfc9QFTOWcSvv=-qZ<9 z0VL=!VfpEcFDkm~Tt3Gs7sdS;Bgd5glu4YXSkGY_b;>N!WdcTOJpp2?xmp zyHqoZFNL$V1b2EsrR7d!ErPVWXnTh_|0~_Bv4mT( zZTN*KS8_(Gaa6Fmknu8UPUYz4S-3!ksH*a_0t|&&-6T+X26}gl%_G@*zz@P#2tbN{P=Vq`MEz z^Y-J$)o~@?Ft1o$gG5bOAw&6C)Yeg%h1oQ4bg8yFuT3=~)8*DlFbyaOtlUCj%POhd{Nw7fOqw+xkeJS?ijzDq1+}VQl^? zx-{`7xIiz^7lm>mAr8xr@uW%Q1X1gRwz7=_RM(!H`*JeU#6qMdGl zDvy05AGRRLm701FRQVU-S){iGzIEcXMpomZ^DfWE-n+rO`Xrh8pMsj_poxKgD1~eD zgL+zZ!>rIF$zOHmf5KTy>0b87j_gzOiDW~TT(Vf#FGS}`M-$a&PjBuDZJrL{r27L~o++Vby&f@IB_(2B*}dLfuTvaq zwct)&%a`mQYjEB9r(X;;c*1!EkCCYmFYxHiOs|6Vwz?{xYzC-B!b;=C~~jy?6qJeqkdmOgLZGcw*0^7Tvz* zbLG4Ah70pMv(|;;wNB_i2frq;vJ~1v(;=7Tapsjnc_v=DS91e!<|S@)+Qa5`GWO5c z3PL*f1C2D}maiunBT|<)=LgBP-hSyb0 zU`vYzej&V43J()z_I-o zvw`n9^#qz-%jZi7o9FQETb?KQKm)=(hcl)KDW7CxG_^j1t$2Ql<5E)y9#OQ`6gzox8H`do!Qg{S-lzc4e!9^4};55>PoG)`b*&AY6CTHzsY&(BkvJ zAQ_$18tx9#G3pV)-;L^HsOo+3N37_MHCux4%F#zjb)9XWM+*|u#Oic(almh{Wy=)D=OPp#y!?6W4znFSca!hd5g6&!*jTYWM4WBEbR3AJ zHTpT;EIkDxMPZ#I^zd%~9`YzX;`$^b7+Q{b@WwF1NpQR`h1h;GQf8D778g2!`q7c_ zljrGV8}CSB?q@6zNUOZJ!Ke2MlJCKuV>yg>;ty$O^d;+$?HD-J_b4qfAYZf9sF_Aw z+nMk?v&o3PJg6`^J|kOqFQkqSOO?Ivsu$+36;MG4{Bci2UbLl7k8XxYL5v|U8V?0+oaC-8;4TkUEScQ%dAvMsTI59<)Ndaz=%frvsH?0$K zh-<)Oe1&887&+<$TN=8|WP?|7be_sPLV4z7y|1j$kG3`GEPRKdnHp6O480816#)s^ z%^Af_szfc8j$xQeIp?6kJ1P?;Rq43G6g?4Yj>31Bi^DlGSA*QwBeg*{j-mYyRH3zv z>bWQ%++RVkR{7GzP}OR#Z3-74ND_|KJ$^ezpI(KT5I0R2gA$HItaZseW%s=Jkq1Ho zx&B14J|MMW5k-ENId?~4k&LB@bvG4R7c11yi~qQ!0Fjrj!mCQnZmItFq*obv=;PZD zifejwC9>RVvyI!2B%l%?=7wS>Ktx1!xG6E)`*Gs6vMGL(?1yTQ%IJ>oPAB-ffBEtQ zf{tbAPdfhU{l2LVXXT(Fy{nh%`Nd57d)eBjLqRlifTWIIxm;_5)Rk71cSoEt4=+_* z`3Xsv5P{kxrD)+IztxH0K3ODaPtfHjFgwsGNlEIkOR|9*Zc`*e3Z{*XymrQQ*|Ff{ zFE7fTtc2H;6u^Xj3v|C|9eTXiRN613X-97UAf6;dob-e-k**Q(bfu z$wv>MgKyNG* z9dfTncud9|F@oWvm+uJoZD71ApWtJ65O!A@<#E%RHM<|(wt)n=a@^F+04ECaO^&I_ zPvedblci$nF?xy>+OXY@9Vl<0;nsMq$Z!Q85D>(Znp)j3uYPp%!n=XMS-KYN#p*Ah zuWdnGC$y|g0^iy5tT1*k!y?VNsqn#h-KlO@|JWW!R({cM8^=}(k9dZk(z2n^ zUo9qnBuhg;^zX^HZq}5Bgf!dXZ3EQn54PkX^=&YzaWlPoyz@W$4ZBgC<*|gG3Ss*0 zNXi`DRxwCWDC|MeHY`+lwE_1tsl@$dQl^Y@H%e~(W`K<{W z9`cgTU>j?=z8*uFs&7Fb4WXLf^2CuRKa zV`}VU%177*$t}2@{x7x*+kXL2{@-jDaYZRfWs!fj%O6ID|GVwN!tkG25)7RGe{7e3 z<^N}r#6OAU|3P*U1PB3y0ipmgfD}L$AP@Kr_ybS^=mYc(ot=yU1^@#GeM3uQCo5wU zr~h0#n46k80Sp0#w$|4A03(1gzyx4o4lo6n0nFU(%#3XS=Kta;to{X5*Z^z+b^tqL z2Xk8^fIYz8+1AO}$iV7<6#LK3e^mP)yZ=}^02~31#@6PBwpO+_04IPmzy;t6a09pl zJpK=b=D(ve|A#`u{$F0gf4DP@giNgeo1I}IWaMOK{a+}}e^qFh7&w?1{=X_T&0tDN zmaFtKuCB~ZuF^0Pt|V~6%!JwV|In6siPT0Gi58~_Cm4s}u9p^P-=CgkPRr$t^oy8_ z=@WNdY-luRbbCh##a$eTI2afRnhzSkpaN_N3cu{^$mHy7l<*L-f%PHy*I3MOF__as zt1BRnr%?YOl-WTr+QfgZ$p#gdACN<}%fC)65X21)e7EZ5C6Jtpi~kR!lbr`x9E*Je z8w6!N@FA{%fGH_96oj}ug{3qNhF#jv8%!R%A&?y;=>LG z{Hrp9z}O)EtE+LP1Pc%xjpa$t(K$Ri{WZCq0FauVsWmt#XCSYZ;IRM&5C?~Vw#u)( zOGwZ!>&n}fU(CC?+dv#@oZrPCBOe&?tfv4|6lP`!PjQsEQr1yqJ$-8kP|6+!J?A?+ zeeg8DNnfmtRZecdFWF6*$}1U}K5$=S8(=q*YG{UE7_ai~(5bi%9w3UL#=sgh(uFggapz1x2 zVB=EXhQR1VUn%Oq+CV&)mzQ3^n?SqVK(hmr5my*pA*Cd@0J0GPV=J((tvH0ZA6P47 zUQH7i;%DIDmDN5t=s$)A*t_dT=@Wy<-VSK8YDx>JL_pdSao*OY7SrsG9UNh2Y#rn_ z1+UW+7wB0x*Y^j@Z)IZhm(j`F#%Il2J(YC%sAL7xm-byx`$`QS570KP)+P|T96r1s z5I?_PY$)FDhb}rA%7t&e-p>^^OuZctCcH31JL(G@gb0o2BF{g zOUy;XLv5yi565>d`xhYfrw8n3=-zkZ?k9T|N0qyyXYtYZ?1$e1#nX~|#uv7i`{EpU z+gB9gmI~<0R?&KQ$5aK$%;w7Cr>Ci&o_yDl5dNPR)DpcsZClCfcTBxZZ=&K0nAmZc z(hZ%Q#s*cgw`=}(t^iWwSY7)`h4-qTwCZCIWp*R^`SYs};vc3`EMNkE+#`ocfdJ?o z92*-%3CHV{$l~DvvW34@V1e-XY#IP!Q;7?NSp@^4pTW@E+YNfOEa>C`V!P8V=s^Pb zT|LK+9UOtz^L)Uu2U;!iC6NQloU|PT(@Xq{ZvAED(1XN* z@wNk*71?hKIxTv~4t!GZh~w|5@Qra7=&0}(-8;ABLt^Ljv;&E&eZUSZzVaE}d)Meo zVh6hA8xN#rdjIcX#;@q!rcAE%v^C&91QeLm9fxY)Bj4OGUo<_7245tEw8_an_)fSV zlD*?^vbvTZyxWzG+Vr1aeMJ5}SiROD-xR<+4U@T&as_-T9V`S%+F zBkSKl0wDB0AVArtt`Q)w%f1MT{X3pA(;+UQfpaVQA9vUBd?-L%TwY_bwW1DeS<@zw zK086bOj|c`en&(lc*4| z{-^^nKabHlqd2rPhyyN(B&o(S`0Smt^JWIND%2wAGBJ19<9H;lNHy5)N)Y#KhFPhG zhoHTxxK(qMEbj9+O+S1tY8intvyh5mDxD%P$Wfn2RBw>$MIg7MEqiD@(}O5gT2JVn zH++x!Zh7M{$~)~vqh@~B>6)mBe367OxVsNKx8%vkJB>QD=Tuv#evc)GEp~;q&Nz2c z-&NwKskF%D#>vTCLYnz0A}7ud4qKd!+M`gLe6Bl+7%7JP#7ov@K=?VKW@<5AopbJ8 zbSK}h2GpOJO$5~X}0&G24E5fKmwU+*7ttCr6Dl7(0@X}4hY_x>$ z0^3fq6^ej=v#VsL(iyg*a`Iqmh)y!zJ2J%AC=hHd+qy65yXHamhDKv0P0#a8;cd2; z?Bcw$G+0`}97v4rLbMDm{j_pQDdjS@>d`iS2W{E_R>w0K0v!Ft!LOS<*23KXp4BY~ z4eN7v9Sc+$^rlKH!Dx$k{Oz^^6%3d+9|n*4*u;%40w{ZjDax1{dKP49M^3xTqEV#t&*md-k=Fb>+$ghwKg#2*zQX( zBkc`41Xp+X_KDBM;QR^;d`1)&q$a>MJI??9wfIuO2~I@+WDdND_;4*n+2#`l<^@*o z8l}L##WG05Ep+XK`!@YcHAE`GMs#Yf4Rft>9whoaPY$80VPRi{r)I5^ppx@kK{8_H z5H`O;h=gvg)MkddLFHRX2)ABoT+DO&Vh9gp!1kI}`{LcT`ykzBy^^V|H+Z{;lng!V zM_{T!wcO}7&vP@p@aXV~&81PTRw%Z&C)1Z>lZ-`Qv?jz6wW@e|1L(V3 z8VN^%G%R~Ng^80P86~7E`ha#!>nSfit{f&^b~o>&2a-Dbkb-R}0 zeoXpnF(5!<=+h`yFcsx{B5tKP-FU@z!BE7tM@ZHV6q_zL4&r!t-VL-iAKrb}2?Ll-VLUmSh1 zG4sWMxX)#hImQ}>J;LxE@i|=ttF!~F88DWwGh~94V3Q7A*iA;}H$?%eOEF`_gz`dG z%IbJ%MI{FjHi(xbXzbLrqNEROf%PmIG9=Dhxkd?xSI9=QdK-bwA!xpaaT|)BsIfK-9LDdnF|(P zQv?-lZk4mZSqMYUueeXt>5z6*Pk8@9y%b>s_*-f>;5Z9p5n3F0 ziAm0Hwzu0~?QO}Ws)ZF0VJ|MV<|}r@;1k!U`;R)R?f(0Efd1VIMi~Zh$a@rjHiTPm zzRJ;_>ap3fxgcNwy9RZzHrM@uhoXCBm0Emda4xPM^U8*$FK`RUCF9Piv|!pxo>diW zZ6vVa6WVd#J1I(a9nvz`J_{0yw2B_&9N$-6Se#2d)9NUWx_)?bV1X7`SB_X2uUUK* zPIySsBQ7ezCVetsFy^ya-XPP$x!c#7D@OMD=x;Kynke(1m(hLbBWxkaP8GKfKe7gN zDLsX^;)10<(5Mj>y6xR*%yB?hZqG#MQ=NzvpP7A#H2}~sDl01xh$;2G_Zm{yi2rWs zH(C#t3*)nT?hJ2q3Y?j3?d3NkA33AnG^(d4<^;O!h;sBYmvA%HZELKro*i+=tG6MJ z$VNDH?bF(;cdI=Yk@+MF?$JAa#C*bDd1{Z~s0^vI*ajeI2Bhy_=7}#1Vk@-#veGV= zByVe+;ci+D>}-5nq)_MI502xliz&yQyD2%(6BH3#VRNp;?w}e)WY-4`ZA?zn|MYZp z*Le!$oQK~7<~?vs3VB^Z__n|tTE*Ar^FR#=Jk8xKmO-aGHK-kTioVukOW8C_{>m|E(j z({`E36uXzLNR4y)HxggbGm`PJozWKz)EEpZqPrW zkY)T?;kD3)4OYQyFLL3x{DPC>Mh)n7+riwiX&0_zE) zrXoP8{Oz75Ko~=9c}Q$_Rp&I@@_UrE>D2pvaZTWox|E^pNka=o)5!Yy=hiQ>|A80S zAcBlu@=t#J$f&ux$xYdNwy~Z%9Zvd!pgQ4j{*g!(wCtZGh`jO7R_>+|5?{H`waX2? zce4*A!M()lH!g36gNjYhP)x^z+kPSYA#t>Y-P7ObzwL!q6{=ul3VtaoN)DQGORvYP z>$z*NzU%*`isgJ}DXd2&mglkPDhXL4*=x_%Y!QH{LjpM*z}@3$Dil#UKCvyrlsR~; zil_^F$flv@Z!ADg#)A3tCx@mxU zxMhZCBN9%2qGOpw$dlRr&6_y_(oaj)eC#{*kZAwoXqPcUUM3yYsd^5PR5Ttb;mH?= zE&gosG+2w)xM>(rsYw*zsr%bZx=HFQ5QA|SXKo$#$i+OM3V%97gRb9mOk_$-xV+f~#D)(IFSxQeBxqeADf*L0=dCdaF zyB1zg^G9)<@Sd~w5h{A}=C$}}$wN*>?iWT?QOxV>Wh)90ZkS{?A}8%6s5>7on50x< zL6T*pw|a~N@*F2ls!u!8x2o0STz%U-m^;m_9b%zuXS^^&kp5Yjkf0100YAqU@O1;P zL#h?OtUFWY$#(j6~g;V+7fRffqqLDa@$Tyn$GL(f&@?)K)ZHw+%cD zGA`3IB`{&4m(Uc;bm5=m*HO-;)bX%u=~nYv6+F2o7EvN2H{n>eA54L}?GQD!1f}T4 zTiUJ<5-$mrF>4L?9hb0m~V6nFf zyDLv6&l*07wXWFMERzT<@7kV}?(Wc?{FWWDA-@sOYu^5O9PFK@ zq78WBHdo}i2%;oTx|0y!(pqWQBHg+X0XX4qQN=>*4SOd)$7yq8b%Q8a%*5eHp)wl< znu847mn5Q2jHjQ$1#h?XbyQe(Q4d`4JFh(bu84>Fb=$QGw+roITZ@##Aq`R=)tcw& zSMp~47YYw;QTB0SpyrsP5k86uNHKME>Mf9S8#!oE#c!Bu+?ouh^((W3b+@$4uazxu zuZ+yl@0iXIEZjh9eKe?@-BMPP>85(o$0lMffv6itq=n105;%?$+`<1~sVGb#-JU zX?fpqYd21b$r%guu94 z?acJNuO*Y5T}!A_nK>#@z(1%(bC_3Fm+Vx+1giXtnXYaO|DjdL)$2G3*M9r1sDNEU z;^kjYLe>T8h4T)SMbCv@`*X_>u00np>PdAsf_d z8iHr|fJ$^SQ`5@vBt$NNr$7X_Q2OMQ`0tujl##wd45d)c7B7{=>XQH zBNGboqhWOQx^@GZ4xc*qK{U5UeFS$CdK8XmU#EBL?STmdD@}-y`I-d}iVf{GYm{fi zskHqbf@(RgzeaE|<+6T3N3g#`4V}eRrL<^w;$0(Zc-8Ulp zKZEs%9d5Yuto|e}@;9CdqPM7Zv8C~FrT&#^DR`BCvjTsdLs2tl|y$0k|LRfsaI7@Y3C$YkG*t>b*1AQ-4CyChA@BA4} z>Z(5i`!}Le{4q_%m?v=RieH|a(QS^9KQ9V}SNrnI%7C$BJPhnZ(gY83^Ctoxs@`xl zsW~$hftAsyabEe*xu5fzche*B7|O67yVb(0JDU*fQH#0mD5VTdL+p1joNp~!CoR;4 z+E=$ zcqPj%6jAnx7s65r-@IUZ&eWXDq-}aZ5Pb%81_;(Ih1pPVz^=|W$#Z*BgR-0w(7~GR zCuswJ?yo<)Kwi>v4O#ECz|@L}q2CKNXN-Dh4)sTuXz*Qk_WHEW59jkzn)(%cq-j0Y zOhoCt_9^+v^CHi**;*&v?K#J!;!LJ9hWiiB#rb0`GI33M)?K5Hose znx1O+6?_lg%5#Ly99F2-sXkw6ND!n+vuwNQ^r6uK(m-?P;JAjWy)<9 z0ADvwzpBw}FRtj%@VHWScaMQ-!|JdvV$hlW1jESr?^5Wd;&23V-#xKtv#v2A{7b(>}^UZQ&ls1P`b z=_1xmEhdHlLG-0d{Yh7}ezzLzoJD_flFX~|b8hqA`QM-mjbNLX%`R)9=H4;~+d+OX#GrR)k; zmwy%5z%f7a01?~}C5Ok7iblf2WEOwGq|qy>2@s-^m48Dsw(Hp6dn=)Gx&U=4D#f5M z1_$Y<0SzJL0z`*1nXlxwqL~)6mI+yEk~5LqnFQBTg$R3)-N+4-IA~&YJxClJ49Xlq z7CG`r_Y``tXc^at42*ob*2DqlgMsq+nb?6_G;Hf2Kh5f2737Rxox@aq$Yf$G4a*NF zN&5i}&NM@6g*1NP}6rPQsiX zWSaSt_kz(nb+ZN_nouBJWQJZ^Y$*2)!oChfR>8%%T_W=C_&eP6L^(ZHglhC1?XUs2 z4+kh%l-=K8R(T8D?Or0Yy^`q`tRyyO^y!b13zv{6 z{8q|?_|VR(8F&88pDGNs`LUU-jg=g7J!eJ4GfC{oq|+F2>;d-I=zaTc#XbgAUf)3* zRZd5T{(Z_+8w0!!yv($p5$+&zuE154{1ib3=kYMj!WQ*6Dz!JAz1A@68Nac7W7tJw zq$Y&(B(bFAa2^X+KY+>Wamet&3%PV{>a3Op zl9htK zMpHBsr8^DstJ*7`A3vCV&yXo~@g{kR9+DsT(Ex_G32vFW^l8LPbbTr+mR$_9cT{V%=&RLwg{*6y$Y^6xelc7)JhFeDe`t}phT;IqpS)D?@Wca26%*e zlUKbTBo;6PK}&Q@rvzXX=yjeeT}9zzMm%x6;hk%i=QBWe1jBnC0^!!u>WoTP$R)Dj3Ycz+A#YG;U)rr?Ah0?_TX2r;cIXjO~wJ-mlRy`?>0I_0 zND|Y{N^d9`PM5s-VSpbS$@aHNhnue}sFTE4JvRyqVk^gVgb07@qh&14-Jw<#ta^!M z=?-UhOJ>0v$!Byk9{5I)rY1rQAaRsmwZd15qB-px@&&nT*_8i-^WVmDKj81Od;3Pz%22+uhX+MSWSrhp)j~a^95_MWVD`K4 zPjq72@Oqn<>_X6_Q%BHjTRYnzG{e$fm-Fj{;}-UkIs-wQHYcwtUdT5?!9q`_D)5pq zUebcG=r929pHjt9RZKe5O@@_8Io_<)mgtb8_{TYLslR%Mg*c+)49Y)YsIw{uoPe3* zH%%Jd;w1+t(wDSkhvrrV#`A~sXTGml*{#QfX}^Xr(X|1L$5!?CMwk|&TP^!dgj=pl z>1K)5{2Xb;w)z0XLn0@tO^(wZ3RJ7m4N~d9LbMJK{p{`4wlegEK8GCY#Y2_Bt^U8z zMHS$AxGgaDaQz>JuhZA60Ptjx1`>wwth>P2pDW$c`TK5hh}U^(tF3uZWRO(>C`C90 zYRj$3D>02OL50zhd{4o}#(vRW>h^_xYzDsBPf=J#k+now5Bh-#un^#~!I)Tg6Y5}+ z?FB^}_}HU&8wev2M#B}`#ixH|jM&fbmo2*`SncIYRojB;SOP%Y{}}z5uOS&886FA; zF14s)$Vh;b$DQ4HU_w7gX=n=MZ&q6fk6ydg4hEg87h>CGE$BO_nk(ujS^cBDXtW$L z7UjwU{y0}|O3rCEJNUa73y$i=;B1ZFMfk!KR0l&XeWXIOi2kO$b6UE&Y*{CSpf3lp zhr<+ukN)~qXmg_X7E37{Tl#yCE|`8c7crBYJM;A3Xwei+5<65xD0Va1m;KL+(ci4g zCO7`jA=3rmi#)J*;z}2_g<|6nv@9h}F6S%(W#Gv< z5N#{$@S`MjuXg`?=mml_Q|9#}{)vv zQ;+GqCGgF(hoh4aWnbR|8>LjTNWDH6A${qDo^3jMS$V#E5FhHn#CLYFoRgBgl@gZ- z->=*icA(?Dxw(ZCf22`1;vT~YZZQ&87SeothB~)DgT#_`(o`9QkY-Tz*V6b{($k&R zzi@R8E|RbAqk)V{TTZ1kTqdwXv=}RpX2cJsgro}N9TpIO>9zxQ8neZAtMEz+Jc6I5 zN+L2f_FJgEq^lZh7N zE{lJPakL}i;~`Qd$QrUwSHenH!%Uwdo>GS1fJF;rktyJMJ?&fyqJhlR%<#W*rANqJ z(z~PfPCJMp5D#iX9c(lmPmgDONzw(kzR5yJu52&j3eKKmwV6C~<@@WAwyK&vaGEOX_^YR3w+l)&^PD7{kT_GeCkxGNWdDOfIi? zwazX?(HwaJZW5^(+I@M~W*Pl(s?9>v$sApl^*G?TOmCm(a0uy00yPSzj-#9?a*MW{f zaq8D9mFWR2$Q^LMj_I^#bY1X~mxNL4j^8v_B zDfFJjL@EQeActYw)+$IRI|xp@`Rd*wALiH|^4gW4WjOSw0fy;K*2Uu^*P$&&XlSF3 zVox#EIiikoRhSYD-ZJq-!$rS;cDfVGV5Mtcmt@Kv;CfI$T)b zuFu&hHF3~4^0`K#POqCT_nBaQuvhaxvI1e5_IVlM$x(D_P{v;avh^32Cgex!o7!XH ziK`N@LU|vr1l|#Ll5zHdie6JU9GVw;WjiQxyisjP(awF8rz``y9jpC zs3_JFb%eUu0pg@SjZK^X62PLM71 z%WR+l40e7YfxO{BC?L(X-EYe2>x5#+FNov-L^H3gk_EyAAxfK=RU||fE!LeB`}0YG z*!`I6&=qSGF{!wTi1&M5vDF+4j+;}sj;XI7+88=Fx5Qu|s)-yFTH~&iC*o8Bj3gc> zTZV)E23wijIX+>3r-9cbeyi*#uzT<4a#Kvpz%u)*Ty|R0toJu(?=*StMJ)tgtLsBu z?Ps1^#E15SwnM=AAF_+fYI(2?3fYytk9IG(D%W(51x+U*21gdnK2$0MRfSwy+5OzW z=X@%LdZ*~Uk2rJ546#WPApAnvA&HR|e9OWMsTY2BKuGvaPEQJQh%SA;(llQgFL^H6 zXiMJ6TX;(LT0{8ulpTdH0fTWpOhbJZ+V*^*ekVJH#!#{1XP;Ef`qpc5SVVA+1H{je zvVxy!L$OFENuZmz>rQFk1^Ugy77K>9-s8%()5AQ1ZW?z2^_qsQ-QpE*?w{z^1Fqrd%g1oUC@n}p}N6c0YZ6gG9)ceT!i#_BqBfBXyQSkEu>F&j!IHCe$6(iH@61Pud ziiI}gGbyxdu zu3vTdaal|@=L`(@>F$_gV=Tm+f2}I^Bay3iFaikK476CmK-B`}L~HeOhcnXv&%WL8 zo0l4+xoo}i%0oyP$k|Yc7^~qa1WOs{@TEeT0f?#I&4>y^e|p1mesLu$FVJK*ir-2z z`8cwo7m}430y|xRAX;uP6MjBAeu6jOMKmzG%CEZx<-)j?vKb1oYW#Ib3R=lS79XWZ z&w}avARZIlNSM2lKP`_bv)b5A1idN@%u#nPVRny5(XZ>6W{L3=@rdqL4}NNfq-8^4 zx3dU(U*Up|AP~ViGV!KxA21yZfg%v*Hx)`XcT;O_%%##?7gfFsvXiMBZL2&3681Ov zq|mTxh2d=)lC?H<#D7x&zg67idRLwHW!4Affbx{cB0bC@LI&OD*dW{ zrK!DC(I@hR8ctwOIrWCrwOUsK4F#l2oN_447TDul+CPrDZoQ+Kvz|5(&7mfE?33Sf zmPa!Bo~zhoo(-FjSM_Vx-lT!kN5Im4q!;OqS+Qy8?pl?={id?3rBof{>Bl2HFjQXx zXOf)d74yPVbwjZL>H`tK=gebk+1`G47PBS3_|DS*7VK6kI{4SxNur&Inof6j3)Q!< zZX3%sDEFz@PXdM#b%6hk=4)Ls0$yb-C4d7Qjkq-yvzBcf!TjDjSijYK#9+0)J-4nI z1*Rn2&B&TMdqcBU@0H;%Qg1vb{rLLK{rcZnyT@43g04Z($F^uDbCn`z@PWNBJf#>1=p)O#KU~Eaeo==A+$}6P!KF69 z`Hp?fq$y2Fv29-wa2mGzu>;O-9y%H}QBuTw24Ww9k-vbiB?4F{M}sh#4b^bRuKTde z+GIoBv5aQx1)Cn!nByo}f7uDV`KiC7BhzibVtS9;x#t6W55c8lSw7nxMGN5K z{hs%;W z75l_HBzKPpfrLQNd%Pc(_L#7j?#zI|2=(E#U|;dB1=f3JaRHc~HT+=idr(FO#aS?e zKyjV2hxHKDCB`B^ILn`htkt*yYIFsh5a;RceFFDHr>T=GwGh4%9b=$z1$}#N;}#;0 zGh{$j2P{J3-=Z!uQsAChj!o#?UE3yfDbdHt_mk6;o5rxnhpZYm_lue11aC0f_ zQzh2F>sM(435~JB5bx$siD%J*!PTJ}z{B1|l(G6o0oavtb{kIDE%^t9Fg;Y0t50#EU+Jv>( z$0iC6p4aNa#P%(Xk;37xKaV>_sZ0}>7gD&BrzJvI;zp@Xjz-@DNaC`e^#=8txW<3h zkK|2>V{g~zMPhA=btaKe)9BO*iEoBK6Z%?pt1;3@3>nGi-W;P-F$i{;T(BplSn%tF?fN{zM?Y#$6C<{)WPC|#1!?s0!_uz)Na}w-0dN)E8P1=1 zoR4s+tksanrqtUl_iy-STWz8=A%fvCCF5!CTH;sZOHvQ#O6Q8!HBejzYS+(Pnpa@Q z04!MAsAyxcr_~pAIQtX{v{W!0nEJjr1ZZiy_XYd8MX7PgZo~nJEl$u_g>uEgAm?)~xIrE*n-2|jMJOU?IXN(YViNhsLfExhYnI%(F0Hpm(Y zMPk#CF^{(N>)638RaJR%#QlRpwrvzqWe|jWW)Uf;gWlwbxvFkUgtBW- zCAb*^Fxq-=>HO~cLLh%G!FSMiu1UsP-mG@)TH#zsm~3&0*3E$E?RF|b6|OUBeg;OJ z&6vpNL?ya4zDPfU#cHH9np*8W>Mu_fYHSZ;r}gn{W)36ULvubsh5X7WPQ z^?1huqw!Fe-+3%sx>lwJ8znGlOcM1a$>g7Rad^>U`bFi+GI|ZO>_HoJw>MtFhu~YE zO58Q`=l-)$OPp!d!>i6t&u)7dYe9WGw`ZI)%Dr-hd!5TOD}_=bnn*VX2(^pR0uGf? zohs^D*L4oBf&uOLyt4&3;0B*8<^Gd=eqnctPghraZFYPK+bKDu2P((II3-|KRE1y# z2W+tdT;v8&d_Bb&9+hlXmX(!TCbS6Q?uTmniDEK#R;Y6^bhw%Z{91$-r(M=0u`kBk zJ9dOweg##bcEVAE@s1z`DMePewVfL)$rN`LDeG)o%<+gSs8f)n$A1-RNARkK*1-Xl zoBpMg4H!i^Dpa)ZZ9s}7Gd#LYYjrb`z*f5Z2^)%8qCXr0wVP&xl4D<-$+>fe4jF)R zVok#k%DjbY!yvz;WpVrA?mFg1Z}Cp}87g!~37pUhn+cj`$BCdFRV=Fin4(*BadYI( z3yvmCG>r#m^)T?ZY~OycrEkcm=j0?DU%P-}F-stNo#ZXeh0d_ z8YTjapEdoA+p6Vy&XCSc&OR~L$hBap#$f{6hEQvm$kwhnb7x5qK;doHRjKpH+Dr;X z*&FOB*9(Z0@7~s20*bgptP{~DNlXD*@j@52ON0m=2758#j+etkE_$-hZ{lXJSf;ylw6vv= zKqnxFzWDLdG55=oZu zRT!*{KFZ*!UJ2-x|5kQ_g(iS_=2Ds>zwp{#%)#fs`OeYhJQ^~M+R zDGP1+ouY4{=dXJT!`&EFA$VJlms!?)hW zfXKSv?8q>eBWh(doiqr{6VJ88EtiJIKA{(bJDW*h*g`OoL2HDcnaGQNh;R2<_COl+9%VKjL33NA2wJxRZobtgtcMNOF_;)R^^FxlQ}xsFsbDLb*+ z0eUlGdxx>B_3&zUqrHiJf4e_#Ry5JPxy<9A&{)-VQWz&#C9c5<3<({ixz2Dr@H!(p%w3h`Le1$f~g=VpN+ z(g7z(i{;TREIyG_J9Bm{kj%qMZlA~8fv+(_`HhPNG%3zw;Qt4B#V*&9nC=5G;p%!`|h=g50kP)HLLw8a>MF)w_H z=RMu%QoaZ=ZmNH_XV$>EBz(Hn(tWYYB$n6eAZ0ad{wBA?tO@1Ew8=iGS{#rm_s6lg zxAWx4NHH+li-i+(>k2QcbvZCe>Z?A#D}@&VXb_j1@Ce%_grH`j$odIbI73XEvlsff zwB$^nED5d}jrp>70!bh4KK?+G&>KRHo#lAsZ^iwoUql{0YgkXzF**r0Uwm6EuSwO* zneHkR*z8GH$UpihhMCN6=R#By41Rt_%^155lNkaFfmg|*#(&e!ZB=I39&@T6l8T^( z89rdh2TK9f-7PnwY%ed_?!}ds|H)(psgS38jt!@S!bO8pL{lmLdrg=NcPsRRkswkm zB-#jq%tBy;aHnfGMK88J;>mn@j#@ga8F5gJh0AgpIW>i*lLdFH4J-^bB{ov1!!u+# z#)!O(G((3~ghLG1oH1r0T!Cj~n$s6l&LgX|J`y=}fvYKlmN29zDSRG zJrXb1NfC9x)jl7<=f#30-rn*oPuPS3t&%nYc_En$u|FgX?TB!fl?<9r`R;jRHUZkH znc)!DF7md;T9czeS@rK$Je)@zBoDW~bEKa|gK_k-T2QjZnl`@^9?W6jWfz&xzw24L z0$er^Dd`k@e1tiD*}K~vgwgnToHEAQGzF(Ag0e#Uga~YFrb6%f?cJ7D?~(#cDz7Mj zS*Iyf+m@98$GRN&L<4_NYyb9}-ZlH3@enb43Vpq}5&4s~u1#hbVJXVCN~uSj>#Ns< zPTo^oQEhkGi~S(Z2x{R>{!$SWzNmat4S6|t%B`_px-T&Dtkhv0i_tnnsG&KalS9>K6tl=@Fy9Oujzn4rXOw^J$?@wer-U zJe&`frIkn8f%S<*>)kh5y7qMVj1UEN0Vm!&hLz0INJX_}@BKTDv?8{RC96V))x#*X z>wCAq@On38_cwJXFb}CqA&XKx$SrQLa3yw^;xTTyB)BwL@Ib-1U1se(PbbA)hvSR~Cn}+e;qe3xUUVvk_*A2GnlZS)r zfLRu+zAD`N=Eszp8W@Y^KpK{fRxPW7!LSuh1~US|G6BnK#M3+G%v_C{O}!QM9d1A8 zKZsTrr|boKB?HstJh!6%#+}SArCR+#E<4Y`Rqh&}C!tqXR_^A623AO9yHY;lT`}*7 zWrwglB11yKw(8)W)W~lU(sQ)&kI2}*M9>o%hmV^gifHR)aL(1G2&7!gd*Q@s4*yYl zGi5)gL!;lPq`w3Pk00dSpIrW1Zke@R4Yd+~ImymLvLtV<&O|$<`j+RXIynoDVl+mI zX#0^nPcLMXI&Sd~FsLWM_O#+t$s9^Jn@9KP-;TrYo|HN^wH0&qqY`BijWUtr1@U|? zdRDQyz4Q^vWJV0W8l8#aE&OWng=n_%1F9B%Lk?3zWYtGO9&zDC8q4tHU@8rnNv$KP z_rVOZK7+fB36v-y zgX(6ePv#@KEQEMzT?9z49uJB(kK`qRrUf2OWpM6$Bcy#V4F{W<3FAhb0i#N1j%?se z+kBZooYg;S<*_zt7B$Gd6lkit0Vk2}Ouu7d5<`mxx~M)6GGaVi-1&gX(%m3y2ge>y z542j>Nz21%d-*HI&gIft>6g>uWt+rwN%cgU zigRO1i0T}f`jy;?EAm>^EaTU>3TtCP)mo%hZLqw5BAg7-i}6`gV}mL}%>4_enwT(v z(mV}q|FX}d(tK|XFs>0jHfmfWAurM?&hP4=VN#K~nEHjYmA%NNZ=>57A@#4O95+Hh z-(L!?{Ke2G{Jqq|Jocj1m(o3iG*Oa8JdH`6hn$uqa5kC!P)XhFc9Wdu-xgk+QN-Jp zD|5M0DncQasZ8)!Op@F!g=Aw+*2yM3__A<6>-7W)+oz*N4i#mgk@^?HELtkVj5nSZ z4Tn9OS0;0_`1<4JzSGw9*^J{tO65wN-8Zef=my*NXZi$8bVyx7wK)80nU<}T?_d@G zP=3|fjnS(2Uro@ z@@e1o-TqyF!$KCpKt=3EG2^}x)dqJbTsfTG~x^<_cShapH?Zi z%BSG6GIn_5rT5nqYSvQkd0$td;6NQNOJ$fN|K(c*SEm{61G}HQda6kNSZ~c-*fdv@ zzwbU#@UkpO0=_Yl9v?VVB0=(wpZTVf$|#X<8s<(`Wa8ICFhKZCXXW+jg0Tt65e(YR&JU?;CN38B1JfzJieHn;yg+F4*cQ2cVb*q{Hb zESB3=s$uYzRIhlQPOSO6H2ANjWC(wikc`H&>S?ZM&v?iav^X%no(Wc7BYcyXXtguZ zc^)rFa_Lr}We-kch83yj)pxw+jEAr@F)-$-V2YBR|B$u^@j)Y)+_eTL!Y=wl3NSng zM8_d^?0ldg5H%h8pLRHZ6P)VhT8^_Mq-bdsjB!AY2h+e(!Z7l8xd9yGc^m>B1PUsN!ex`W@cHf9Yw7V7f67 zZ2}P~;+QDpQVj(CsG4Y5YG_Z<%*=O$rBSIF1Dgt%^}doeI9W7g6ydUCF;diNc(upcs)io*)nb(O95RUGlbAqxZNd)<1$ z{!qE^96r14%x~rsM-*ePeyhw`J~L+Ab^M7`Q5k7v@UDys4<#2GYUIrqToN~FPh-wwxqTjApv9o`>2KQc z`PbDe`s{aqXz*o$xSz!5h&@>rh9g!9I@o~YdPmXVd9xmO&}^=g@m=M#3*lm^n_5QZ z`^ao?XYyHp#2UZ3&eCUJKW!ai0F z`cXDgEWe7Kwa(vee@frnPVBk~Lntcdu)N~zx{qyoQ3 zj7WK7LD=HiLP4}GWY|-Svr)irTiAJ9oD3g1*gtcn>)OkaU1Ln7tVvjdahx4ApF0&m zQxtjAymO(s)a%`{0HWYXyd(qsE>0G=%f*8v&Qx{n<1OFE79BJ4x<$ySnj&2cSh>T6e6OL23@;m@cQu&po&Z!y#$T28H-_Z;2l!Rf6P>d zCC`;^4(*yIHin8vDjM)*``{ww#|u+bn1=-g$2Bc4Eqgv7d@ag&y`f~Hd`~zpT9t~uv5rmGl{i<+@+N2BVObV~N=B@)l5>MaE3kFkh-VRy@PZ)=5vKDo zVrv`3n$0ixqm8GQmXUk{ai_Sf>;!!Z+<=pbX!T&G$zI&+_DlR}3OjcnVjLvcDVX?N z>HweM5F%CX^I+%>25p*CYL@MlU=3);#^Bk&H1g|ZklupQ!tbe=MrjPdsgH7qqpKvHXKXf|S{EXNStXdYO#-yH_JU}^DqNkN;5CRRFqp2Zpv*>Q zZjzsq+J;Xkusmzj|DA``=biWG(My4G2n}Uo)|&&|B310)WN1l?SgSj!XopC*vF8%k zdENfx97=XsE(thVJ!10LpJc{5kAXivQHtFmu8@`_k0**v6)#SX41Run!N_+-fb)QV zY~=ZT9i6H%hWSPLIi(*bShlS;uB4DYrQ^v6NzA_t<8Q$2I0=^%+!pnWQ{Ym!XB+)KAXr!j&%i0I{RjGO5W|I&kO_ z@j}rQ$!1s0P;84m!_UaIn-<0$5><8k#{}KuGxA&5gbvi11hS-l<}#aAWZ#u8ITSR9 z!#Ha(lo}~y6j;$jE+|HqN3F09Xy~GiG%tkZiloo3Ln`;IIzk0%T(mwtw<8T5c9pHQ z^qlUHn_kV(aUMNuX?uK56*JKwWLGLOdut+3UQT>ZUbYou{}L>J(A7=-zLylbX;}Ku zQXTubrXE|Tf-Dsj_PEB%$D0?&R8aFhJK{zaZMsqVI|C~N{s3k%W!Ys9x}ba@i>Rw! zNPc6_na%4W4N-d>YQV0OwME6$h~LdfwT|gd3pN)A(_J)!7TM*!R>^l`r28YUC=lfe zZ2oBJNQ*G^(qXZ(!pXkUSEVpBq^|q`j@NS8o+b>POCW7idX2G=LmN>7zdOauwr%wd zi-;V}wa@Ojx8x8G-P4Y5&VA3Zp^HlCPD7{h=tI{7`$SE-|y4Lt5R#~~B{f!V<#(oi^vn@bN8Ba1TzurKxh^JmyA7`2u z`c$WZHUd;xZc@Zg`0HiOt;;-!FXFZPw`JBCvtA}&Qe^Ao!xh^VM3{2f>T~9(q%dbL zMZc!*c@N#qLh45eUPb}$tK3NRYP_7`#)cZJ<3l4+)@oT#3IHf`fg|u%)vkn;)?c1S znq}&$V1)l7@bbRlg~VNR8k&H1z|g zSgXZoTrF`s2d~c7iGy}Zj8-4U;to)^S`!hy&nU5bAD))Pqs0q$^iX431|)t-HBNTG zQ}TRYI{C~$Y-j2bOa&Q4(EykmF4t$l(2iW(#2)Nngu-kc#!41s86|PI-I+Z`4)N6< z=oibeulBV9Z8(Ijm|a-QW73ObHUFdGmR-wM*z)Qd+q|J4j$q^lH_4(Bp1^rTz6h9_ z9kU^YN1$nkb2@~;I!2>n}x zS5b-xm@Ui?+E022_;y{de6tuNvwM@81tMQHh|q4PmaL0XH*)C1Q8RH%?ba79?hkOc zWqy^L!yTs1!p)&Gg zwsbk#tMvi(Uk!ijbaJe;Y!b~vU!J0V5@idH%&XI@EIWso)QjSFqiTjqVE;t6tN@a3 z+TMrWv4&FXsBiTqK0K?&F8TtwGjR>*gRk0zT3px6(F%%P4Fa~H3iMIRW82sUXhLW2 zB+2&m;LHb-^7DIuAOakAhU8$Z<`?1-Wr#r2n|LCHHlDRaFj z=nOM49K>gDzx~Y&&S^tvPdH=TQ86dyv`pk$((MHVHqmr%{7Clnkcs_{zV&lkyCWH8GB2IN?&t@6##+BSz>$-6*-EC|d%* znkr_UszA?lI`rv<=6OjqvO(p25o>`{z)4A*N}}p(7^q%xR5Z+ z2y<+!3`DmVvjR^hm5|78PH%P%K9*yQXr=DJJzu@-oCVK}8=xXw>Bkp%DXmXeeZnlC z2E&7R?F~bl9R;`-K^E~h`gajGc4i9~imQvVEpk$qrK1$GIgQ=LT#9O5%_2+Dhoi^d z?quJbv)Oq1rqkxe|FZQj6vOYV9uo1`Np`$oy*`}n%!o2n#DG#;!5`d(B zJq@Ae^6|vX2jwh3JE-EagjeF;*soxa4H&KODQ(yge#KgHN*k8k1a^|Yl{Dlw@VwPakVgK?_9aN!r{KykXyfNPuvwSK;7@j^f zYxJy-cdpcfkNjBn6APezh_@8P&JcVW>}bnbBTPoM;}v9r>`;}ou;siqlo$8FFo3Eb z$gNXnC*Xxg=PI2NtvoxOhquM-x+Kfae-8X}sg68FZg2uL_y^o*3?}*#J@I`%+9=PPqDN z8eAGYf4H>E)&Tz$KrFeF;jiOnftJ<#FfE4%RRJ|dW!e+NO`*DJs-OFMZtZLVP3YA= zn(3Wl3ZOp|ZP6E(S`yKc0>Gs;uh|j z?NgFw_>8;P_O-MUwqx5>e<&%W#2ifCpCx{PQAdL?E;mf1qbi;n4$&w4lpKHt|0X-@ zF(2{^GbfDP6M+R2HS?^K2Uy}XbA{O`j*!~4(tfpBc;z?522txYgb%0PGj*Ar>TP z_q$ys*QJRg8tQirDC)e{&(8&N$JtFL*>BCyB4s9Kx>)B2T zevBWF4k*U?xDB<70YHoJ-oQuK@_s!`1fCWq2E+v{p4FlBaFru`9lCcO6YM%pjaKI( zu+N=)65TnDv;T6yP5bwdgd7J^8c8Adj4K1mHYUJ2nkUY}IKTz<epjOHq~h<98sQ6cS}coU0lfD?*&w5 zgZk9H_bBKd zk$gMflu^3Tj(*%r(Tvp{#C;@Dek2+)?6jODgvUe<*Zj&E;Zy7)D)mg)OPALz&u{IJ-ER8ruG6WN%~z#m4d9EXV&7 zs3|Y1ASJH&U!W$_|2wG3%<>;llaYXvgX8}nPm}fk;Ax8dm#8UDFF`N)&()Nsm-%OF z%KcAWQ~95-sYh{n5bhh-M zceeS@@?7X$ESyYD>0R9I|2yDG?`7&_|Gz1o|3N$dH^r0lzwP}0t#~rB{4chXiGYoh zjTwsmf6V=N#FL$qmG!?2PlA7^z|zLW)QNyz%*N2gRK(QS-ozA&j}Pj9o-&V(ST|4= zvdN3{C+dNcX?mG z*++lBTko0AyxeBr+tbn4o!jp%?@>?fSp|UsKud6CQKC5@1i=Or1<6eT90)LI=%4{1 z0695gjt$rsa8QS=KMHydBtjSd=cx(|6j;%e!t)x;wj@9m``2J05Ws{+N(hdW3>Xw3 zVA4Nh2$4xZRKmV{a00f11z<>kk3bGoguGvh4&>%6FKNFxfm<&;0ud!89KZJN1wq^} zpzYyA0UHV}%u~4D#k@jv1*+jUCdmRYl7Ja0mFcd zZo#mstN~ql4I=nQwfte;0{wYm5r`n(xwrIp`hf-z`*RClUL@S%DF*T59Duk6w+#ez zRcQrV@U!qCL^-~gLb^N&8-En=DYjs(!dc&PIZ!I93gAPGE<;(cBH=Wg4&h!XlBrt+JKarXD#szJc*;S(5v zZq8wq)qf^|paFjdattgAC@^5q(m{X?^8_;TdzsJF9fq#F*X#q@rSU3 zL<8M4?kD)&W%<2+@Hc*~r}%{r`gP~4+Of0iZ{6x&`VB|BfOCKRm5x8IX2+WJwIy)_ zLin|{g8F2x+h73iX#e!LUY=LDf}tSD+4}Jl=}4#Afk4Qz2@S+Wq!^(8je-gmgtM^ImF$(In@QdaW)U3NQjiHHCvj3RoZi{T*z@`?IfmiC&?P#P;NcNW2$PAG9{rL~{ ztU$7YdQX}4HC9e%-VTz9*Za~~AFq`kYp<#EEpge()2e=?Wl~PMFG2)!Tq_K1-riKR zH=pFJSO8jw=&-cwo;aVQ2a8-Pv(rdb;$LuxjYwp=VGSB6Ud~LIx32|>ztzEk!2>}* zXgh?cj^2UPk&H#cR9fEPoDS-)`n!Zsfw%W&8+$T3F};RvK^f@X}Cm! zzuAgorU=!UE&(s@Yv8M|XsS2h!pTdaeNY_~3U>hbQ($oUh;>nq+(i38?_h-FuzSL)TdpI7 zdFryGRw^II@57-$Gen$~{yt=*{C<1B8G%LTz_Z%=Xx+w1OaHcbE)S(x!c+E2CqzGOCJMNn{DheBTX9A7|adA-oDKc&W z1(OB__q$hAg1uS#s|zhUD;;grMXrS2*@$pa20!g_Dosau_W?DFAqJ2Bs%nK50|wy}Wl1gA;A zk%#)QhC#cP;VVxdswkHi(31Ulkw+dltW{I5;fG*$vv(zR)f+m8rNQ%iPVY9=2%s#T zaTihCY`_6d{f-rX0R82P#wU# zvewRe2rv0^6Ccx5uBol|(Q*6XNL*z|W zX3TY|{#BH~k<+;BKmt1G;aY(`euS}2>gs(8ei}K)^R}|F1L-%#+~2?p(Dn_w=9zo_ zn2;PO3g*{bZuMrWyf&46hR7K|BGvVpg(#z@PLlX|MfDgcgxC$O9v zG;mW_|8nqTCH2XRX%npox6enEYRl2+$0gAedV74k#OI>iUC@3aD&SK@j_QrgxujTum8_!OgLS8$FQ znu%ra2M-f9a^so-#e7zzo~;g1jx|*uAJq`KM=W_AD}<&68fB82V18@yFznV5eGJQQ zpGWyrK#qWX#&%xm?2G5}1x&S!Y_`&u{=u*ZqXm$5|EU0i-p`Rn7*$?d(n2gxxqLUj zfwuB`6w2{42l1F_88cwsagc-?%f0|HZwr3{awnfIN^h;=Bc;O2i>T1e^dV*9VS)ApPCGcs5owh>5uPmjMKmp?^6bsDOc}=$K_6|V3I}k9LLzsB5X2!YO>_< zBi#X+0`{4}*sCxbAk62@8{M`SW3s^6x$K|BC9vjPyN#{ydY%;TSE?NZIf{(^nJSxh zl2;wnUlzBCM7P>Un$dZqvpPi@{d}*n%Lk{P%!N!FDc-c`ltZuVubPzZ0t1l0%(2Z= zL$DPXKt^4L=N+vlwT81vD^g{d&2D#7oSZXbvlF=Nnkg>s!RfHA?l~KCc;2f@M*2(K z9`@ILDAf5`N)b!(R;qk#xKMx2I1YoaC8Ay2!&pFDdiEvuX67a0K5_D8R5Sl|Wa0%{ z)ajiU-M0@k@94z4!8B+~8)P#EzmNThw}ttBm7QvORR)QktF2erZ3QhPyZp|c3U-FJ zI>$A?)DkD>w0{Z52XDaRQ(Dwpg3n9vEMo7d=Q#*#{t%8{_**>tRU1A!fk-Kw68qir z<6PMbij!Vao0JG%7y?`leOG8SWk}Zl|gcS0xW}t39E5-IwC$E|T(SPYaat7S`0V7xiyJ^s?j= zkz{}v_OqkZjd>8gys5o!siN6b;$m~>hIl;DV_2W{XbFkMh{JmN2oBrUAZHHw&u|Yy z=I2^&-e`hATAA{m=M{^$!2$9@H+)$7Ew;ejirFK6`PvV_()c9tWjNy4%oMmi2)UPR z8DI4S><5&x|BR&eF(U)9dH=G8OA@{287jfUGEG)(*0x>d7P>rivTZzaAy$!cU~u!1 z&~WNI8=E@684=>P%dij8@YB2n8e$K5hc+IZ&l=y~6eJC^#YrJwf&PR!k8`d;-9oQp zIDs08JF|S|>_dqB21u@b5PL{$D!Kk1-jo;Hzt(yOu#CHR6Q>c_m6Uf+qnWg(_ho=u z$B${r6Sr5^^>C+L2~_4AUVDxW;*>>K-^Qqub9tE)%zfwD2bH%r5?W9GNT4CuPa?Y* zh2hl1sQG5&ASWk89CsmCc3CdwZJA9!YxTv99Cv&kX1$9hs?>DDc#89Qo_9!l$jyRxrUeSk#MDd7 z@(6Mz-2ZggnG?=gS-!F_QFfw-xy@$;`C+mM*E;&_-V~JbIkj@$3zQmVISjFRqvDnq zCox4Y&9W^^ZRK&ctEcYDSHJ*+u?4j-q}bMJK!$dQUw|t zd_dSm;>X&?)a{j$+W2AuIbFFnfw1^jeR}n;a-?NtJZ9w>ywwo1w9Um&PlwkvX?uxuK1<{*{4_dU8Av$)P zrqXHgb2`ZhlH)-qh~}D2=&T43VtDbqg|;+} z@sm+udO$0RUMG3au?A$|>JbtAKN5627S zJ`NW}ib8ZDI({l%(GL^4buRs%`_0F7qtW+nkG(8iaQBkd#ttUC>b9G0n9M(!fy5+s z0`ts93!J#s5lNHs<{&0gVc_q0Zpy)j*Wc=C-^3Xe$$DOdet(4m=W$_!eMxV*htUa+ zIbNtVHXW4q_B0WqN7sjHj~xMzoIj=jwhf(&RY26Rf+^2jrW+ zDrWDCXI6GIHoB{dYc7>V^*iadY$sLS(9$||bP8LeaRx!C_&Zy$swnN9LT(gzvybDD|V8(U~?Qdwq73RHSMQ=((X*?We zniW13REEp#v~67*;JVs%uRIx3Oe2T}zrK?_fH5|s3xAa3ixl z-TS!_%)W*(Q1nU&<#gxu50nWnLvf@|2 zlIQqlaeXlTsfoUY+RG75c(5^(aLGO5^`hMMwQw7=br{<07{-%DUZe%Mz*RwcCNe}j zk;nC`HRJE)8wl}Pj4d;b=s-}#7&455FF36}&-rqn00E}6C$oL|1H6^TRTdqcjMHS z_US&+`&bI*ai3S5=XnbWgE;oLBz>u|Fa-rsPcB(T93H+Y>|ff9IKpzNDHUMzg4^=Y zu|m@A4PWs^4c$lIw0{Z`H4UkktAfcHzJd)5q)C4wBCX*wP6YIwZniaLto)if)G~foy!6wl=63;e zj}DVKw^AA9G!UI|x+cxe0qbgQ84}WuFcK|q^3QcC1*5(DtWddV$K6@-&GvP4yEA_a zQuQjSX*GLr7SMX)Our-m;O2YdG)@-6rHDQO{_&cVifzepbm@>?28G@buI@{hEEfWC zsaHlIFF%K#t8;W73fmAc_hi{ioe3?R7T4}gO?5}36`0d4!%`Vto9$X?5@M$Jo7D-DWTUHoZn!m2 zzJC=j1iI3d;2FCMmva#A zF2-w`)|+a7-%j3!6w#=vYD5MUsa9I9PEzLF5|w7Do8Tu7OXbY<_UH6WsOY;~^xgId zY9y)l3xLKBhE~eAh70H9Pg51yJ2GEblP@R z+O}=mwrxAJ(zb2ewr$(ypRTFX-P3bAraQVPVlH>AiyiA?U+lG>?|sGdm_ofnRZH1I z>gf*N{`_L3b)hl2dXBMynAC1{I_x2h4xrq)9(PlAPREs6|Cg@*yYaZ2FytXWCx zvRfDqZ*_>wDJlq210C-vG!lS)rTxo=tw^&0KhM_17AigtwE_*Nv$HzR#@|W2y^+`S zgF@@t2@E9?-mk+5!11F{@|bW8pm>#AQE`9jSd7^hz%`AFWFa;qW`v!sGcN*!-%!qa zFVLCpf&6i9G^4c#@l2w$64*C86_O0r1~BiP!n(@`VcfKdn3Ybtp*pgh&FO2d@epXD zv~HcLm?WQ3EV-5M9mMbNzDjvj17??d$G>y!t4O}^Ri5K-;VE$(4m4FM+e)|3y`AQlI`CoWMm9vcGu-mIp23Pl3zug?TFmrc zdc!B#Gjz-FxaurSo{{qIbuP2nv2{bj#N$Zy3<@{53#9`DIEqXLKj$EsccLGhWw3p* zYYKZhRho)(r+(|a%08l%c)sLguK72D*v<^7rV~jypMG~|_lJUS?LT^HdTUsgku7t*>#5@_la<(Rz+GDSsx8Nq{h##lm7oZEcm9?b7ggUyqCw*^) zaRzT6Lzb1`1p(9n(fUnYU`i(_uF zv!liMt<6k&EFS^Hz_46RiiY_+$X~Uw#3k0xNb2bcx@oOcGtOaIjI0O5Ljy3ioN0vU zjI1pUotR9v?i=ac+IbanYOQeYu++mHZN;j3LvSAcqYi26G(irxYRhGO{^g_?n;!Za zq>jm_6b#8dMrrXr-;%bfpo6(Yn9Jk$G2w~QpS3jBlx95ie6?=QbJ8VNmi_08$*@gdf8esHvQ&55YhL1jndr+9o||7Wd=gNtuE|K_RR6>)fQi8ZQO$8PbUb`Gr`5c z{p9pVPLb#fG+Ei+c*lQ6NGA9>-7GZQLm!GVx}g%03ae>-?O5k7syK=6qFv^LZI~DW z=eY2bX`1{IczDmh;!{4TBogRpQ~S8WvaV|M9gI;Qx*Dubh0ez4OU>PgE?S{G?Rq;8 zJbb!N;|CmC9*z0}|77TimOg`GJ6!#+tO;NF`BkKackJ|z+~V{%VRmkXf`G(K`f@!% z7yTp#vmb){{9=Yqd9V+Ril@P*F{|%ZjX-=_aD*!}SBRw3HMZrC?ME8*YAQ&ogIPgy zGW>dl|7447N5@8R5AV}|<|(<9ut?BkOszS&y!q!C5q9oEH@05CJn3_P zc~z6+R^0KRt^K&yX4I+^cRx|x`24^h4_568I+(*~yBvp9Fv&|<#J>~mzmeI-XzeF0 zi zIruhISQjvSte6P7qeu0sHquwwpudbD}Jhu|Z-p>fh=UH0Hd?#c#TaE~@Z%e+ZfT$0N738p*5<6qeIP4Yn z?Oc=BkaUUQ6XfDMEYdKjDBp`j+Ebs)ok#VQG}N}$z=~HVvLwWPgu(8*uc#h#MN{hP zynA+K!r>;m%aG2&nJ^qzLOX zK2@JwhlS}|+~R!80w);>`jEe1k+DBq-Ie;~uAzr^TWdMx+^1O#t^B4seN)H<|CA%@ zg4@qK^%?Uuzt+R7l|~M37ZB)*GlQO!^=(w0EMzQaGoRYxz z8OK83Szp2YSDA~RN)`vkZ?>uFQThUihn2b|HwljNj2>)r_kuj_5iGZwvZd#QDxWCT zR;UORWpn>HtfwbprK%SqAF12JHpzLnlMi}S#Nc)%YS10Q#`>{*0j4BVQJ5GViVuWnOx^ljcocVpI;^q659|t~@Yog|g zIX#}9_675E&QR*~cmAv_l0MzgBq(0^C9(WmaP*~OfcNh@NwfE=FTSWz3v%CAa5Ji< zU)mH>4Xt$^N{nS>M^1H*Lx^gOLpSU@;I%%4951h_=BJBu*^0TerX0#Py#gBs%HQh zfWR++3IR?CwVrHn+w1VJ2oS|}%0CuJ&YKQMK}jha(8et=01pPawIu}1)hb~gk9{fT ztqs)=Wrher==&EvNO|;Egi9I<(*5h}X`8F?{m{M~V!H?Mu0b(#KhhtdfgS;b0R0mX z7uy|yKG-9215hmPU}S#-;&kH0Eer&Zd?2WGJTTFG9G(IM0uCTo_I?Rr?EEu?pdZH7 zALD-5w<}8^0l)pdgP+GAbSSv*8yjnTL}%x=kdL4OIUsQcFtB;$l~eH#0#D#pg)sfl zRwOXE6ZJjtjIlaf4n|A%oj|smkD}#Fv|1{ zJeVjEl;24iTxjsMV%@(P_pX{+g>?4izjGVNaIOwtszJeJT>;Q&*9Xvx3jg>4IPzC8 zXJ9;#qM)Flqa*>)F)+~kIydYWjNSDW!bi;)e9QQGB%S z_cbDYjj4lPLV-&BNMgK5{gqt5s=IamVa3u3@E=FpuMiT%C1_bjyXivJEM1q$>Lcm-ot zX7Ii!qf?d7nxjHL?|EknH5uDr!|Odfe98-K^Uy;&Ds@mb;n57rqbPp%CCbrPKHy2s zGwpo+yQ&b3y^wA*@AAvRG|7Uab3x?Z^iQYv+YEciC7qZL1fTKyOn`M9(2|1sG{iHT zY%30;Jhag_PbBl59BbZXZDL2@eFc2*3=AXfU{xYxFGrHb)O;ayt4`On6xyjpAm5B`@m(%%hUn%HcWwWjIzDZ+Jj#{pJlAvTlHwNAGYbYl*^s3UMeqlljsmpv2lCUYME|zuJsPTxXCdP zw5byk-VC~n4_I`bWDmZ>_YW2IBNOzTg+GUV)o-srU!pNm!-3g$+Q}@T5xRynd025G zIi6yZ<0jmA5vD{|_jOkvKY~Y#&J4J;mF6d4MdWnP4yDqmFh!{DcWp!NJAVlhu^|`5 zuKhA&%*wnKymDF7-EA1e2+SWNRxG2bb7y32kj%S+hL)b@gFFHhpA#yEH5=Xo*M*GOZ=h)K6>*yL}fv&)u(fN zoqm`WYK2@wrpdnS9x5#(!ZP7-k?ik-f!#|M9Cpz92VI?p_x{C{NEk)ZGd~w}esbF) z{PBvH{hMJ-Fkv!6jBZptkV~=d1@^Nw`;S;9fk0V%pz6v|!Hvt|U6kjoNJXiIYaqYz zw{?^W&3HMM$Uvr7oD?3MT%=KAmS|E|8`Gcq+gutD(WKs}B6>*H`F*<#^8!PL?i|@) zyVNBA;zA!~I((O95rjR;%>Xyb2;Do*o8zlrp({o(%8Q10L%%)@TC4#y`X^m*mqU7d zKevR(ubayno@D}er#135u*SzOIVy^8FO^$dopRY?=L=Nl zqB|u_Eox0iV5STc2+>feUSSe{ccK-a$cdXcO>JP;?8zIT<#;hZ$D?0kg(CrEtIbXk zka?eCxFLmCO&|W@dATAxhz}dgf?Jmsj@HrkoPO6z276~(Lzk4QamE@#oKG~rs~=a2 z6PhiV+{0P4&DuO$+!FUbkUu}woe$vV45OYC!y)a%XFs_!wNSCyp{Pi7w7xA^N6%VQ zlr{`xkJL*ZF1!?=Kk`E50QyqY?0wf|bH54ErH+@6p|AMi(tp{GDNjkzZDwvyy@_>P zQ*mmuqKkP#J0z(ID45R2*|VoX6&6v`vMDk_stx> zXmcX&S{gn_#E+j%eSMY@v#QVt6AtTIjf}$&i^J=dr#Vo)>VN@|{YwqiQ7fraFk!b2 zt7p4~^pUiZA3KBzoC$IH0(0!Q2pFH=-bib1HfG@mx1DQq@mL8O*m>s1GumtbjSB}E z+Ft!blBz6y^BgNxok7~3IOnXSAl{8v+sZ}Nh-zqTM$@OY1(Y@lWilr3p_D;fZM}vE z*}0V#Rct;By%@IsVJsrSN&FXp%Or~k#ej9KMJnL?k$o*GMLe(Pu$TiFTd zXrkf|k2SAbVK1??+d5y@h=n`R_@hnn;*bX7juiG7Q*lawlHvZ#hQ+U0jj~yT#|Al{ zNoEa7<<>YiV{4gZjd=4t-l}@Ctc8V*I+63_MB*=B(#IoLz~Y6m7np(h`HtrA>Sqkk zr#O$5p`r;`tu7Wbe5jJS?Sqe0=askDot@U8%vypztUQf|)dc{(6NZ%(rXlObY%Jhz%V z9#*)@FR}1!Z&?jzVVP)gV8;?sNf^d7*1gwDULnr5uiOxngpr$j_IOb>EeT=PVxgY< znfdOWoE0-SDO#2;NYb1pwKlBp!Z`-+SXMs8pz$`pGI_Lxoa(;(`pfIKDD%b%@a_M` z!3m9-SCaD~(uW^uNon&9cMxCBq#q6QyrJY?#yeaq>zuifPSZ62d3SmuVk7hU;G0wtHq?U3p!o>hRWC3`BbP(8odTQTh_MeRyv_K6f>!vTo7RGPZm)^R=`2;Q znp?=dR%iMF;G?&Cj+1lM%6ZCeZih@GrE|!*@AbVO^R1uXD_b*Ud+;3lPTc?3)C3qP!_n)$|<4 ztEu;Ox&nC1=GyHym}8>r?o?Tvl(&a1*>U7^SmhpEjqg62hc3ng!s6;A$IZdsJdgP= zB5l8^RLxy3GcH7mJdfydld{$6Ui92Y1p+65dpzlVoE{Y?mpu;*yb+Q&H<*qY3{x#!>CYunVes@pt zI@5`%sa)p;c2)jM1KIB3-gfpiyV!n!-baxbmM0e9!9=V0!8?U}L&r&ffNUN=fGg1z)BXj^%adD; zU1I3ujHNejh8!l*@=B<>U<)GrBJ*zXYAI|cQMaUuYU*D-$}HuaWzIgrt7|hCL8cl! z5+nz$a#)t)iLT)eJQP+(HtYT>p-^*iUZ_j@zMLS36IzB$#7RGrtX#l_qbg3`|C+uQ z)7ktxyG6Rwvbj4FsIcUcCjbY5&W3NUk3m0Yx^#4-MbOGDRmtuKp;-ZZOPECPhsL!qH@jE>>atkDvRQ!Xmth zXXbPK$c4Xby}#p?R2$YZvM4DGgi&F4$=Kg1UBhQtSfpF>=bS9U7)^5GY;<>^ zaiM{96-q@4xyCjvJi8aQhP!B$@R0^khhpuX2N9K{H4Pt5L0m&kW0Dr+7ka;HDED^l z#v5avw(LF%twYE~Qa&#!a)mRrqj_|Fdo)D$<|sdrWzc7qoWti|a_Ha-cv+zcjPj`L zuD?0-)+{89>8~gGc6o|2lAOhdZNty!52wVVj`hw02&qTmU>06VfI%c@Hh0@Yy?e%z zl#jrIPKJ}LH{|%&EVpc-u(}JVZGX0AAYfeA6{ZW@;H~5)eqYiX*Epz#&r(Mqq8bk9 zmS(iMViV2~DP<#je5YEE+T$@E5SeUNI$x&gyPdO*)1sc60CqQsH&4sIY?PX=3cv}N8-|`%RRDr=yvKt z2nFvsc+{r&sJj*LKK{gf)7qzMAq}NU&C2v-?*yh_l^Qy{*>Z%giKXByUMjbJY>#y0 zajok_HMmv!rF|0N#pWFnPTgDWlk`b())aj%p6w_{USR?^HOAk)s$-v z-zV6TX%^e(C5FPr_)!;ujInYcHcMRB#lre+7a?~q1#G%kH1H8@ui>Z3=~=L%eSsx7 z$J}D+!>A#JIzyg_mvHd4l=n9Nbnh*TM*chS4#1tb7>fp}*c%;Lhc!7i;7(sj>F zVk1Bk6i?t^8R{4g!K#zGvP@*L=_CO6U4EvnkI8V_&cRKTX<2Kml)0S2C`LuUX{GP1 z`>6Z^leON=H}2jQUR=r*9dA?+H-Ru;%z}Y%`_+=!RbFHFhuG<`!r|#-yU5x(wEjV{ z%p3vtjV$p9#2UCm{HSz@c9iXS8TQ(xnyqfCJZ}PIiSC;sbh&gz&Bv?t7Ro@RL1hI) ztvnZRs6ML7)T0CSi0amllQ5%$|N9)$M$2j<^}8c#5k%I)UQ|8s3~#1EZR#j-(r-@w zVZEscNG31|ZVuL78{I@ljd`E%4=2g}#KDu&V9HfB#PfQUIh{VyATv=#6i2&Y=q$Dm ziQ^X_n=-28DBIBm#$ZQ(@|qe&B2>Q9hmIoyp&#F}um}38V%8P%l2={17b$0(`ClTt zH=TC$E`=F9gRHmfQ)tV-LFE1*!ik6XkNMr@+bLL2*x_Vqt^11bDzl})?tX6KoFWuZ>RO-7lE50-HJrzcz^cM~dDaskx(qA!cMF3ehq_9qlmO%$nm1{^eOcHgUME;{RBkeTG0g#SzjL zZ{U*Z7&a_k1M3}d4YS0wo8xmg(#SW4$3)+&JVvw_Le^@3ttI3Xb!t94UO&byNRCA> z8k5EezJHIg()+7~0%8%y6v|dh*Uh^T^nlt-kY5Gva72sR3fo$*n;4w%_t1<#6rC=e z%-~&hQVmLZcjeDWhAgRmIeWefP;#M<*DR;$br%cfzT?C#B6vc_ISkax`<^d&MZzUC z%>yw{cyLrlpYcEL@)OF|Rb-TbxP?88r&WjXBGBLjKeoHE?cc>(_mKTQ=n!Hd^5CFf zP@VkOTF!I8HQ_CoVuOuSzxW5(@2}ku3DGSh+liCbZo#EmQjY86ukYJes1G5`Y|Kg} z&=uG@+>82qTAjX6egyAzf7YFLK@obhDLx$MG_NgW&!dq-sT%qR-TDcMfa1kRaa6j9K9QB24;${jC(b2efN=#8;4I^y940qViw)k9= zb%x_h^`}T%L@_LXB(1Bwi`6svXlciT>*qMWQS_XzoItc@Gjsu~_`%pE6A8u4dXLXY z65=kLombA-5~jBr7cA)$oX+fYtgky#*Byvusn3JZd$3I&ycvd`!LrN{4?BaFhMnr8 zExwM+bv}{i=r|y_Bu6q2{FF|kuVw42s5f2TCr5EM{bOyO)?r#{3VVP!&mDL!MxM)Z z><;l|c4QXI$E-ZQ3E0C5qn7fUrW(_k+v7_ajT1(yJ-=Qi-@MkgipRE>(`u9*s;i`M zB{*4B%+6)AXJP)TCLc?4|KkwG$q`)zsVvxs936m}?j^-B7@rsoJCnYamT_qjcASDg zQjcYuqX9c&=_&3Zn@ufYO%ppazRGu#KLk{P4k_n8dk{8ry%}rShhs*bCJlFWCcL|# z**CjCM(LjdX%WT&fpk+-T0_xjR_Lf{XdZ8D+mfQKlGbK35y_{~_N8;r*Nv&mc$Z3O zB`HxHchYtF&HnE*I@xTa+K$|^v;TG41O0???fFTSy@-K6A^Fg= zZO1G!6xD^F=VkGyJkEcVImr81X>fIMr;Evzvu6buus*(8Jq>5;t@l!#Sj_8^^Y%n} z194mNVRzXzKla37A_h!3hSRDteTYG>e0ojz6{)9{Xh`%U7>tfXMSm-_Di4!}F^f)m z7tZM$8Tvb+9`Y8x+^P>F1Qc|pl_~4EIBdn6Di!PHrCn8I-DVWBK?vTbh~f>nfTthh zxjuLd`cB> zQ%NhnbNqzyuXbr?GVZMNMCJPmHKfmJA!g7bG&DUp%{;d;0{%82poVK$+w_w6Eu8pj zY)sWlTkERdL+$(-2?Yp#U@5nH@NYwDW_}^x>n0P_prF4r&nrtsUZdg37@#2LEH};C zh|FFvL|1*_)9MaQyTBDXuh|8nkg4t&i{5xiP+T2$U6b&rAYzY8<|NxNw6ItH1Y@z= ziR)^{{+QG1)swIDy%$9{t&jX9msM=VwLa!-!Q^q>Jzl`#7d?P1JXP1PUJR2G7bDBr znJkJ^Mbaal!5i*#b@w&AOr*;D*409&*-9MqF+;yhASbWDTH?MV1>YW{SXk)|)f>LR z^(#kdvR!*`O78W8Njhjd{5O5B4}BAEnb(cgLW{xby76#YCh=bDHd1 zY={|Aa!#612>iCFXr2H*MbMCL{kFhZ-vkURd950s^$ZB*@gUtMeb&fI9dzgIj>jl< zSLq&!CaO5Dba&?4dwjpcYzVkpmN+?|kqzIvps!78&{FAjdg+n){S7- zkL|q3Zq8y2U<2u5C4DL6G9=5-;O^*>SRelV`P{>7EST%&zK96D;meXKqn+1QKhyo}ti+7o=Bk9TX12afkQ{6FhP8sy80i&QDLLxxc`bc72l_*KtE`0PJ4kBGr zT}DOE5_1P@B?EktPu57nZ0&FFzx^g2qPr}w z9@eKWEQv$S1XtGS8x15KO$;ZLP}9~KmH5)d#=8)njIElK?tyyuwRyQN)KCJ?OW!vf z$acPy{vG|?TFuPXSK5iBKvkynSm|DJEW6wA$x_2%s)m<7TgMwphdL2`F4~%BI{Ndr zD)l!D5DNpPEyBNllgSr~m0AOt-LD5deX|!l(jfZJdV%>qdO6zO7#msB!Y zdC`%KqGhuxlDJG}m8mOVk~6*$*=>wPKhinJnR8U+{dYH|4xzakSgy`cy`AG=+ts3F zG6d37Bft38G*AAbdBp-?>hRknp-!V^U+;)|ers4VMoXd%5_6+0jaE1?;G)5M9wB69 z>k)b}StrFQ&EK-swy;>B5d$6MknXnMU93(Fviu8za8mCsCc%G_M(x?mW=i%RCTE)J zG<@cC_BN(zZ2WLTQwnpRq{1y{a6VrN4$I21LNU})0ySj?NJ-(xAlVxw8n!U-!SoJesHd?DCaH`O7R{7$7(o6xi<+Z7IukXdrv8w&z|V|@ z$HGq!h8BaAG+PeyN;W@LSklSe!*Nl3Z2p&tsjui>*fA9ypl2w^3M&8czK#K4Lr;ItxAIcUR<$uboM65nVtNgQU z!L;t9u6L>s$^?{jS-lZ`8?Xh>g|lrcf?7EO+gB1hlHQwp^^4N@@2W=Zm!;zF@9k3X zsjSz6*xhv%5~i=9LnGBt-q0W-ep z%`9pVrGd#t%==AaE)t26T5>w>qsqf9T-tLS(#m1nGwOUnitUh82QIT#vpw$Nv&ERT zA1We3cd(~+;P>c3eI{#pX4<-Z!l-A_q|e5ECwR-`fc6y8 zq-c$A3*E&h61A4nOiW^8qR}(b3!5E&jkvo^hWZJ`F&F|B<Zda}&MxBco1>k)N3Z+Cn40sKKCdlx6kKi)`j z70?GRXS+s4qj}yZ*~7m^s?~7lvNY+1S+1QwS(YsmP~q1jz9&fdmEyD1>>40^EGM z^hksFf4TrTRB&PUuhanPQGi&N6f}&NmlsTcjsgf&@i(X)UjRAW4G=>>VZH<+1=zi{ zNdUq)_=h$ZNHOSqgV{baw67G1rkP2HaH7Ex za2WBTaKD!_FkzvAbYB3*mvg(E!yoc(z+DP1974kOC^f=_!J$`bY3UdiYPn zhVTNAA^{Qwa5rK=Cvg5h$}yl19^I{5(3d0BH=X|L%SRWv7KnQqOMyQf7wt*>I10p5 z0NA3KdwCAv&;8Rwgn|MhU|_(~k70!vjQX8~YaF`y-7=cZk8%pm0BLki4hHn|@qIRn zGQOP=O+#qyt96OaXfP=8nOG zdM$(B=P$T);06dUhYf^QY*45y#&S@IPA=Gzf(vIxJ|+mr z->I+!%ysCeF9Ab|_bu>|^0PhClmi2>zWPRNl=Pv_r&8W-T@zN$ps4Z6zLXT zAi${zj@2-h998jUfMb2^etiuqm^juOC{$5r8M6;Aiyax&@9RBTH6INS^m zp}8h+wsX^kM2t65MOx69lI@1V`nkLnXTN15#2!e&`3=Mf@{l@(>z-wEk|xG6*0X4T z9>;f?ZdH?>YwKH8RI42sC)jIx3W-7RD#sHK)z zz-DAdocbIF%b~@3KC)DT6wYaAgLr!>o*idiWr8D+ppMXwm-7aGV$vwWI4bF+6!s3_ z3x-6rF1J-2Cw?C3QM(lmpQfT=C6!?zJrmZ)2-)A8Y$AJa=9k*llD}}lUOfeg-?7(^ zhyyj0+8Zj$dsSly!&CHE*{Mz&+R0=`$d z5o1$a_iXQ0)%fXQZw3wMG0`W)D_x5C7U^}JJWeB)t(kcv)1I}c^^1D4UncId5fs{aR5+ zd+EjM$M9;TyeW6mv&=9DJckOT81IGxmIe?vaHEV;&lYOH$=J%qB?q^uxF~$IsLOW# zP~4Br!_{DamVbp5|j+C$3=6enY0Ry+>V010&ZZdK>^q z*vI$_X&0zXqU|nDOq=%TH|-B9vWqu&j^h;0KDO!i6}3CqADtQoa=Kf#g8j7iA1nU| zix4JJan6N=Ce9{bd zFnHYWq-L!#s1xwcX|L=WBSupI z?@RQ%#jvA6eI}2hUw!$a*Tn68AZyFIkrCZCisC2abt1UF-L|@C;tL!sA|?K8Hm=yYHHt}Ib$bzwqbkON+Z5k-W>Q10!?*vxKUrf#|)-HFd|9Rk(i zoEo4SG9~5 zx?gF#iX($gUmfE5aB-==ekh?APlm2y@@oe>{$^|MB5@16 zIwXritX8s2zB_5`wIp`*DwU8{&HLzA4HvVlP9aw}ElJxrn@RB&bc)1|KVo&S5SwYn zO?yzEgZ*io$SOz_7Ru2dke}E0ppEz#{4FRR%#=D>WPI0p@gdUtLaX)5EW+kH8sCM) zGThMm+CzNL=4XFl*xM)+H$nr^2L1D7`~%wNM5c^B7<=8t2kPq}jRG+b=wx7s=F!UP zGFq3OQtcboE@DtQL&s+bvqX>-mlL)~zh2{Z;R?+wRXk)%k+=61)#NvgYp>70G12G9 zuT^%k1A>>u_{MmSesyI{Qyb?S@;Z*Vdwi32l{!Lb&-8SadsNM@>WRn4WtI#(QLFGn z;pdxT^_9{Mvn=tUN^-KW&b;ETH8{_+SD;)c`c-sUJ>Rn*3+KpA_45`YszT8fa*5)6 zz;{ZWl6`5_=u30A?hg>B>WNgY7n#ObAi|S+xjIHAFX6sYrRjwNgtC|4!Y;`R4&w? znJ#&@GyU5O5Z+H9Rt3`PqcDM>_Tq!jwp=f^2XkdvX+R+7r7;$5_-aDZgP=eI@-+8?7nNz)??k(fTP;W-@mN%-(g+ zGYWIa8hw;#Uf=bcH?iMUCXJ`l#EPy)*XcMkZDC&MG_}6Mp-*DoGSIvtnwbp0Kd(Je>;8*<4f_b(hb*w$)vs z1QAcuE{Ar2x?jDLihO@>6Mt%(W0kbbO_}I~>G`(MdNQ}=ogGjgTjkHVW;aVqfc74# z9t;AM1`HD(H;7qd96sP0vD7oe<;Ko;j-ZcvPq_8Vq(v?Z!*FRUG_jbS zyllfe@e26s*DEkv#a}2Riz#$Q6Z1IHAC~5AE8d6Exo~fB)^S$&bT~>M4e2SaD0o5t zrIt}So}%3VOo&@u+$D14Y&|g`O(GrA`MJ-W5_Hz##QPd4W5(blZI!zqA9Ls~6zQhO97%w_ubvi4aG2g_O;N8(hR%^?5u)2~@326)yT zSo|XIfAhW8^_Q}3FXJ{Q4)!Oh9%1ulzTrEu%Ej>B&C%tIV*<6w4)tz;EZE2vX-r6_ zx&jb(n2k6WccYC6BtjnMHbt!!Sa}>s^3qXZY?pJC*8m7ilLTn7#9>397YC}Q;3v8{ z6h=Ng07Zof3_DPz^ZQuH#0(D!_JBbv4;MkBIz8HJ^dKvKz=C)iW} z4s)(XAG;&OfvYd*F>pje``WX$lHkWM#%ahbQ%T-1*cX}GNvG3J-V)KOK3K@Zb?6!= zL_me1(7&)g^{VwEU2EX!4o0nhBk}*)`b;0oAz@*=_blsf_LkZ#RJB$;ZF`n^T9-h& z^XmXD1KY6P(uCN8tqT8Wc5{Yngoi3m-83}j@aj{%i5sZ; zvZxbRoI#1TqX-AdQwx_W&rFa?+h!M4rj?-P-~C@xAin2gPKG?P z??ZNi*s{7gF*(-_-^_LMH|2ODK4VHd_w?c0q3*Pw>EjhwB<(GRjE`ovYrGb@zWsxxUr;o)!;`$bM+tD@p zWnLmEW#c)#M|l{hgd106M(d2To4uMu(4FzRlDNxq;v+RV#=1#jnT9o}r%75_mNxQ3 zIxZP9I|zS=_OgN4%C{}R!T7m*N$3ptB{#D+a$*n?P<*0;J_=MKi%Kd9Aq9vC)9F4m zR3zm2_;}!()VQt0X{>EF`(8&rY`jb`#LduwcjJ!WjO@DF%-?Zes_c#xv(zr29J_mt zVM=q?5X!qOwf2D8sk-Fs`=yMD^+m)UvsH_*2%@??ONcgFH-KOZQ%{IsF7v<#uIEas zAt$4Xoapiqz`DbfJbu(Dk?bQRZCyB(9E=AStM8Y!F^h_nwe>R_e>%1kE;p-1ejd;n-SS}aO)OI1pKCNryn{C$@eX{I&7dN~T z4ZV3fM-;CNu4c}58WR@+9gg{VsfagpC8UFuZ%bq5=jlenB{X6q6`H<9`&ifQ$^7-! zs_A%SBQc~VIFjp=Xy`srpEmB`Fz}DH6^0^uT~4?=({x3B?T9^=PsLS+DL$Ho{QCM# z%Wd;QGT|C@wO225Dq$4FKl?fEw1|7H;gD`!pdD_@f~K$ceeYFALg8r}HrGc?r=k*A z{g@Ky$3u=@HAR5QrhgtmW6Ej#@@;rn9!J?drx^pni;b%R168YezDP=S`k@tz7NM6m z^9M26hE?w6jP{+mnHPPgI}B4(<+@p}LV{N~Yg}8asEH0+`Tf4Q`{QFfs|a&#yOphR zT(|OY@ydArJnriGB#*vGZ~B%O@^cTOmPXPyvIl{uGzc{szW|N1j|w51!I>{@?s4NX zfSK7l7T`{1*Vqz^V<|yp+5**%8h9r}lB{0Cv&;~JL9%gGHhIS1KRviKjv`ybMo}|C9}kATlEJLp{?+u&AKQGEZ6an}W_QfLqCv5uy9MQp zwf40);#fBvoIcmWYg;i-JM5S$guCVvH!9}DG(vN2w5GQG-o}s^LKXf5_V3#^-A^F2 ze`EF=9mam9$%0)P8W-zhH07DABfArYaXH%dM(~uK!91CMkbWebNa~&1Q{zTI!sc*(#ck5iGuhl=nVaE;UpkeSxqPA#lCQ1UPG((e9hg>4CwTN5a zXp5aJ4?CV+AhV%rn$eQBS>f&=-}t?G9bh@x&2Pc3C_k3YqRtdqWbKkv>Cf zIzq4Ww->HOxV0(mZ!TiqLEIgq3pr_5N5l@yfU7$aBdI)=P6aRjC{gT2^QUiL$+Of! zB~(e({QUz(>S7gvi%+%MZeB?}F*C{M`#c}^&U2rgO$=4^AG@(%iV{qBx@^Q-Ay%)qog2{&bzf1jy{Esymgvl^=dHathinBR$ z11z{OlYvY2DT~4D}qiH{-@Gigo&$+$5?h}%+WgqH)$bek9i~m)4}fd zGS9&(L_DVh{rO7e{~SBc;C~>#^v9OHXk$L{^=xx>@~c*!g9tL&`|gZ(+M3+qJ!qt1 zhQ#%_g0C%_6r{iw{mB#+cD^w*pFkgV18tVtIKq0DZk02y^Q2^LGfZbD>GtL7Gk@YE z(j~)aK?-VI1fwtcbB+#K{pnqHm9OFk>+t7n6BnKww>pv6lCNqZ+K)BskP?MLoj?CLz2O_( zL$8lao&-P-QN10w#?gUSCPy{rtgbWoHw&qc2B?~jp6Nu1xh{Awk@+6a1W>d^K%#kK zYh1i?jNR!)!sh;*(EScMS{VYhVwZ?uw_u}lKvauhn?w!JJg~IGmQ@?2!i3s_uIIa_ zy@|k1y|?p<9!N8Kxe=NCZfqe_OJR_*!woKb})!qHEVYW@B)tF9shmGTs?m)Un{F#ZW*rOI94$%7n3Nec#<2~ z*uwm6gyiZmG&a};4WlfbsI3Q9Q(H;dUdKW)kmrWq zM@nxDzW$c$BY=x@t^=>F2UTl(QEPiuQv~7{JOkuz><+ z@qAT)Rrw_~G=LH^HDqMqCWhk&jctu7gvB85KsYpml!6fRldI-(?6^(<38QlD@KrGo z%L6Y|@yGSxTRdU>vmuk=?~UxkFoFOR)KSptJ>nrj`H(m zh3p+4eB(R(8vD|Q0{fy~9h{up`qu|`0SuxELc`z8@0U=>o!HR9MA{2x^~E(ah+*)Z zV7q4lQqRKR4gC_?4$ZG11g>{Cx6Ah_Fqz4Z@DGU$YV^r9cCu%p)2ab%MeFBs2v9B| zM4w0G2o50WT^AjY_k5w2pv|tJo}ZBFe!WK+J?r$Y_IgV|fq2?}jC$zFGE3V>DFj}fco+CU7yxS^Z+?v46uw`8uyAUm zor?pIhugRL+ij@uBy>H5AF?DBgjPVW(6^!|)gQxmKjq#Pqz&{zP3K?)M(_3WJ%=q2 zGdOKM(38~B^BCmertX+I|n^RS)0N6J6obArb2+qD$q z=6Y5cC_PZ?;;Th)&n#|Efj%yxb|46@hi4X_7J zpYe(KHWjn_fjA1I2k`~G3N(rF{U-*~2>1>2`{@ff= z(u>&q9nwqR{25^6tq=VL+FjfD4cdKU_X65IWA{Ng`lT>7JM<+C?2G@<5Ju9d+XG6 zvBpOA+VtcG8-LpMh!L?6tdvi6Q$-_-WQG}^DX%w5RFnki=BBow7tA%x$VDl9DPnTc zWnAtL-BxVQFBD0FjiSfcT6-G=FKWXe2VSrC)bX3yVH z1bb$nHEV&OX41q379csw%7$qNsGpPT2%BCl#(N<6g{$sZ`A-V}P<_t8X*0sCV~(BX zlpQ&>plfBe^=I9FElD4rQpMrxn5bn7Buz{$tM!!_vl3eWLBImVf;}zj@kUTNpqe;= z>NZxfQb*NMYxv~Eomh6HyPGh6Y+SwadvYFEc_EfnC5=%h*ouA$$HBy32(=JTbbq5yN1i z=)VNHmf>1ap}a4|@S-@(BELUEC*CU>x4JmR3YW1`&(Xs$V1)p@K5v=J?YzQJpH3sp zvINDpS;tNe_8(u-Lsv0!ea!}um!99Q3Y=B+ExjJJh}1>~!H?3hT)0{M_V}&NwRoW%q9Ct>pTmjN zL;}555ZQl4q;e2}JyI(mxZYZ*!Dn%8g(F63q*N{F-jF;QF5zpm*x~C+;m%YTNV1-s z`fEJ`u`1|MP7ZvT*+H?`-2WAT zAozTfUWOZ?P(TxhQ6SX8e*>x?xxnSG?k))BSN2oEqUjdd4-I;dC(RzXoKYPy)!-q$ zeHOe&6(LFU-z|IX_q7K?C9lAZV=-eS~Z_E(jOND{Gh4gqY@az zM!BMxHwB}DdK1Di0KOTtYDR57VNqA*iAWER)*m!D3MVvZqIn%in?I}P0%d@a+kxJW zJNalfTIv_uI#sYHOI(k0gN4}djO8zj(aD~`f7PP&H@-%7jX|GGb{MoLBv3m3HKFC- z_)x6RozfvCk!0Al9Y1b8w}S)G0XVWfGZ#j3lr{Qj92^9$k_g+4>G_%PQz0vQ<<ex`pEmxpX|>x>Us z8@$;SKA(J$k@b^>OKDW0WFZ}zn0#3?`=4dpZd4NOaM3a~%yXLQ+9zlXr6R)dU~qU$ z$#ab1r-4|LPG`k8oWB5sjOHe^$>8ubvShJgRCBu(qcJlPqWXn**7>gvyNlS<%4V7K zY%cvTKZrD#4?N_ugjQ+%LplzQjl8`gU0Uz=d`zSQ>u*ZhExLHb#XT!Vl=Bf;4K{~} z)ux9FB4n!LUj9Y}BejFOWL`2)*T2!c5j6`l7F8;HatA4gnL5OJ{r;mF33gOI05XB@ zn<5KB(D=cXoxt}a33#M&**-)zS#T*Y;Ea2lYP*u2);N7Ikbe6D6rHMQn8~6tsgkweVPft(>l)459xM` z)>f9Pz1-F;5LvU3#j=#Sn_py{<@=s3fh_a(DY9&W+Dch=b9$jS?K9zid2t3^ySkTu zdEaWji2YEb#L;G%reCU5sza3qiRi}lr|)y$fi}ba11l|OHa^1?;bNS5-D+c(NC1&X zE50A@XKB6#a{nm`k1gV&^*1Wk7TDjLkIV`DcJ^%&a^7U*I78hd4XrxAVsf=lwuS=^ z(HOG{Kc%bsomw4&raKW6vHkJe%aSQ`9~N%@>iIC5cx>n4nvuion?|-=C~^P>9L=Tj^oG}do^c32!tcv9 zJP|QA5>YKD-H&LC{W_OiRpGMBGiH|R^JH-2$a#AbH%)HqO!?LVJLid;(P|Fkn3- zIqMd48e6zA-fr8!{tE5C^!Y#7e{kyIO&RNfwJjEV{;Pn);0_^Zu6cQ6JNeO<9=1P|N10jN0bv_ebZobtC#ZrRerW+-yLxYoqd zgXR5;F{p7NZ!hJ?jXrOY%!nRQyK-;>Z*#W3+*#qnLz1qFkiD9ME2yC6&G@C%zGk9a zFD9BKGk68M!bd>kjOIv~MT0ZB0oCHINW~Q(G!cX>>?pZYR+d!)gV`67GtoebUwj>l zQw#ee{>=GRW^5t~*cb`(e?CcL4CYW$|-*%HVy`F6i>andf!6ui&u>sopfYth5u z&qV&lIBd-vZu2rS&!tO!_vx%Y*{yX`3%ILdJAX~2KORJ$F-Y4d{nVM66ma6gjWPaq z(fyspa$sDAZ@SBi>;}xXG4^l-sv)JObkXx9yk_7eh!$i-x>_+i>q;x~zOgHhwiufc z9y$AbyzvYoJT)xHvZIs!m4>AcNUNc<&LIYHA*VD*YakV5l32p)4t+?5Vg%b~e&>Bt zGD-*=OgEU~)V%mgTbnq0v+Ll9gjr6MSx4ZR|<`j!2eIJtnN(@&cAM)GQiCelfneKi`PsD7OduTwZc$b~U7{VB zlLtZ{k%7zY>z0{0~^ByVSP`Yqp2bg|8l$UiUY zaVPd`5v!$zqIoZ>8b=SjVh3`&%B#AWlN*}y5~-v)8LFEr?_tKHa6Fj1GYYs3J%`k@W3JsboG#c6VR)$Wo_e%8={bx%n@r~@?WO_A_ z?iLcXA+{pjVfI?veVSf)decGvY=$@_bm^4#bT~^1e-72G=6j#y(6m`#ZB!{i$S`K) z!-Xac;ksXLK65MYbEcQ%><%=f6vN-vXP44Zc0R77WYE`F)MkAx1Q#mxtzD;X_x0+% z(JeAEDPDF3c=;<#XZSu|T^&f1k#w9bUC8%;Df30YP0vA6t`o3DQ9d{y4dS^^Dt3d& zRnAd=6*u6dMTa<{Kc`QkM*f-{C1pbFl+a|;(^|MKz!aUYXY&6J<%V*N$8OdfOx z{^8MWeq`5pfB+LDgzE5H*g3P!IlX!cD4uNgbh60u4e1%rUeQ*0m5Rw@>rbFp&+D;}wxZ-!0T;oe?oDuSb_t zqeqEfvh2vp2Tg}EBa=t-J^<)GTtgG=4gVxr1$D&^aU*_rb6+LNz+#WJ%KSB_ss$&8 zW9r_Uj*U{);_>dB16qOFSUBaN962Pko2Ff6-+pr<5l`QW*4**SqzOF`)%JFZx6fG* zQr3A!jw6?b*ez}%M*g4sn4OXnk@Lz)JibxXMwI-5cD5(`)!o4_o=;|7Qenk~Otb7tZ6! z(3Utg}Nj^yZYA>4y#k=!~E1N1%izJ zBw^~<#b;5BTGu~UZn4X1rm|iX0K74_za;}B&kT%GieeYoM|;EBzY7eAtFKL(w+PQ1 zX}-&q8WoEL7q%k1%ZRmfr_S#z@9(jh`uA$@-cN>@bEyrD^-+r z;-j!+MFrn5Et=Bcbdz_Fkoh}Jp>s2_lz+xBc;VcM!;mJL^sh=K`hpPFyGTizFYyM; zk?D6N(1rCP@+fk~b{G@=_${0Wnr|CXs)q_!#6N*bxfctmg51pyXF}Qd0u#nINh6SqU!%66k>kP~hLrxh2$_*+u8lDaytp^b)zRZEia(!3_M*wvg!*yF9i zjE)J+q7Y!WJVA?n|4>VXhGItI)5-d=qC$T&vaL?#-bapXNvNPOOTAM5XV;#lR z#dBz>;r@x(j@p^OEe+4qeB6KRj(Xk+^oW_X@@jY1j zdCeWc-OwbDf4cxvYID1OGzFH{OkG-}*gjLG$;^`B;+KoO#ofFi1>%Cb{JqxE{w`NX zIie+VD~LN@+}!AWt}UQzq+qVE&F#}9S=IYR{9AZ4lm1ts0cv&x^PRVh8U0Sv)!kfS zB?tC}$j9^HXP@Xi1)X7E-zpYLAp;lhQ-|#>=a_>N7J&-JV{)*e%0zI>ILV2B#e@m- zr9~mm%eCHqmtx_Wr&~9f2NPmkVxu!P(uA_e`ok!Y9&a(S3zt9KXGv$J_z<|tD?SKr z`ky!MoGRfEioMN9%NNAwF6!wS%BX>Na|`WezTm@fvCKa4qQ$N$5K_krH!#iM%Hycm zSG!3KOg|Sg%zob4@Q9VCY_0BNj8FBCv4}y^IRc5s?F9q924UZ4`WQ$)VF`GiNS-|M z28Um)<9r_?_Eoc58FhV;Vf)@lO(K+vr$p4%w9d&6p?G(9UcnJ5n;=vBkPSJt{)@J( zrCLNmGA}Dys8whzDMqcU?*5KA)nZbR*IS~^=D|ogv5VrVT+KNAmKa59Wh#v7sWnT( zE1H~j9X)m0F&csmxPVo)!9ycWJKlYz0DK;jl!$nnH8 zs00a{S2)z2Ey-Rld^Ss04=zZDOj5@hm7zgmP@uyq*JocOpF~5$qX+Sk*f~2k4V~qJ z`yKbI-{$49f>4Wjd4B2bmK=lFjV~n!AV(F(BRX!M~pCiy@kw!H>9mrQ$Pel1Qi# z^hf@CQ71DQtETk327)@}VQM7L6@d%ACTGV%8$11nl=$0egBBB8SwrnoN9BG8-hVgq z7Dz>m7*mkHYHpur&N*^UiZeQ4VYA|mmNjo0r;F+~IzR~(;>#pjhYa$7Bnk`)(BwvD$#NhYR8RIA2o;2h>I}d}X zIsg{9B;;&liil#MFVBN;O&$b2*<)O)Wba8qDD@z2P^>TPSu3EOOo`BwF&s!}ydY9I z7dZ8koH-C;UE;M?GPonMa9o|$He5}{=@Tz(B|lr3hPpd{G*^laUst+Mxu`pEs+2u+ z6k|ND*24NQTzn>kAk%$iQB{Wx%G7UOmmlv~EAij~aLF98E=rJX3xO zZz*rOT{eL{p&+RznT79xnMP4A4q(ndC?YxT#)`A&5oPY5MN^w8tI>$5GBf17J7_dLH#OcE-^XT)2I=do_?(v9 z$SX^;cd_gb7?eByfsf<#VUK**A&9w;mOI zPCujIs#)z5gwdt<8j5btKJnb{kcJ;A9Jcw_pG<8MqxP{#(cqiZnqsJCs*S>g!o()j#URprV})vd{7==cyed=P zb4Pd)?X%_hb_b%?yeUuSke zZ!-7wyLxVL+@l32PyrEquoT<_Qwg(|wUc|JX(o+Ivm-B}=xjoHjK0!+Q#O3@WR=i? zT)Ss!i1LJP)9iE- zcm?N3xhtl0*VxCCX(~hxt@kh};>U-F>KK0>wCLw71hIhC?L{kd`2kACP9mQ4cOOT> zLk!Mc#S!p|BUL`^mzXye37s-*qwT;9C;etqP8hpIgDMM13tK`A3%oOtsiYVPI<=1M zR_9Xq9R}4TpiW#68ES5NqwMX1oVKE-6e6=SQG1(;mxutj=O-wqd47oPR(W7Fnz66@ zTq$TaMQT&XtXD0^7{fzaM+bXwky7X7a(9xYq%-lu@Er7+8<Q+%l<*N=Y+C z;z_rMB|DQ2UIz8ehLf5vYITG~k9uQ=g~jT>qTkPBU7q?!p2X>9oiz#gOd{Or zboSx&H1tkMbI&z`8}y`FX`n9+B1LKWAKM z4zT5uJ@Vrju$1(luKTKrpmQNc801vNJ6l*TTC0r!Pc*!6_jL4D^hc~q?|YwT10IZE z%Rzp=)T;>xK|G0zPRTw-1 zW{)II1{UTwXM*vl%#b%GC%>+Z$ls)k5P#!|N0WM#%!hm_vI5ic)Ks>e`=a*@b&iJ)(PPoL9XR=TP5wNs-Y{4f<%KHS5sX|58@ZE6VU}q4#;?wOeJ4p~qOhf+63Pikh$vMj!DzllmWY(C z=|>$^9Yt{5(?EHLjW~4yp#{J@YMPp8(okn!U@t|BU9-qsiQLZoV4Ew>KTPkClj3}| zXEWQ9Jkl%s+e|*5S00kQR^Swvzud^bFB`k%dNT=PdvsCUJNT5H8f=FS)nam&>Ki6K z{O7eeMo3O`g=@d9t_f|L(8oB6v8~CyFOsDehi(+753cl>n$OE( zQ5yYd*4mgIM`3X3_V&;mDrsMtyQqC|!w42J-&rNj&@|ZASkq#S=E_bM&Ogncg=qY3 zD8JTwo}Q`{Mj{%EVd)ca{T0Ybsa^w1=A^0LY6}guzTDLfXV1I10a<^MGC})mMn6`? zn^ZgUm=~w4bVqAhMrjrX<_Id*GT*g-B_Z>b6@+>VnB-E4g3yX<&V(1)kF$uXzV7$ zTaA;jP#ICEk-qeYd$rlYm!5!zLqH-H%^;Mx=nxj%ME*Ts!;5dV(-@=H+SVAv0`oz( zkXPbSD^7tX502%sER%)s$u>S)soLyI%&XMtF`- zDP3|Prtz(%V-6fWsO-Fu3c2#(>zLVZoGrtQjj8 zh27To0=@yKqS5A`cH0(+X5ZDJW~u0t95)gNWE3dh?g%=vX$1xL{v;ii=cI}|VbOMX zD`KqEZiBhJ?Wz!)J~0wP(L1FI_2`F5Q^@RVw%@?B0)M-bcw1<|eIT8Aoep)yFfVXl zjRpuGPkVMiVy(uYn5Z{@K;xq8ZiU%awBc&ybQj?4!k!Pmrwesfv ze@m!R&>l_X3d?W=@^@D?meygj=}xL7HVgkQSbvKXf&ry{+@Nd*bW9DePeP5}`JqfK zac;97)gv&Dzn$5R^y9j0O+4sI!TavE9WY~6l4G+_GWWuq)V0@1tjR}K$l_s@`WgGpeXU+tS@$eF1yXM>I z8~8~7x*4M?)|*{%3uQQ-11)2ED!-ZuSUttG{-qInTgi6Reae7(e(kT~n3(nuvQ+-~ z;pug?#ox2jKEvyZ7ZmQVc{t_;-)afp$^*NTv0ijc0V@k;l0Bwmj}jd4HWaPe5(`#c zRmQk~yI|wJ7_)Vm30KaUe5vjd2e4q0fGz{)7c=}Xpq*_)AZ9V{RK%*Zignd7=6$;Z zs7hoLQVmKji7^qD9#PHhFFgN{eZ}$HatnCCiyA(b$>Zu#k1|L#lEpvxx6UcmO_AM) zZ_+gEcfAI^>ucA?s-a}%sgkMrNd`M7TyX(C25E8FlBQ7_C>`gBBw(9rZ!xE?V% z4%ES|e6W_`#z||hqlWzeiZ0kk)peyBy3>;s?Xnr>;Uk;V;Q1DNrL_K}E^jEP=6}qZ zRnl|xV?NnETDu(@yJ5FHWqGFSbWiEGM=QHu3TC6AG*p5G}-|c0!($W<}EXCm_l(v{$%m zdkam?`o_Yz6XW5jVeT@*I!VN&(XV(RcHdqu7mfdI2^=F`iBdZDGF=o20d*|ZZL2?L zORcmf*{xkYY=AE^DtLGmH8oa>FNr;g8#v5kybs?4mQ{G0dNgR`X06yAEBxzjN%Jep zJFmm7@>S%V{qA^Uq3SKSMxd^QoH>!)7RjDGra_&N3(J}BU#$=o2iXC#?eXY>qL2%b8&MC3o z0;c~_nZigh(7*f{^GMX0=pUXy=fn}TPXJ1_kG1fXAYnY{sQ#Ng2S3vuPv!(_B0R=; zYQobxWt5I;n({YGuA%UpoB?K+ITU2UJm5E<_Q2+zk1RRaqTbp|wSi~HzcnI(4wKK!JwK@q&rMB+Go8UCf@&iYfW%22p zLh}9t@2&8hw1vt2&O;6Y**a|_CezTM3ObpwaAaa(!#0~0TS44vh|fR%SOlC%PCLC> z4|C=zB}3CtykR>tDYwp{n4%fkC$J+>3f<_`x)((Vdqg%luA$;je^~ zX>o|-sl7{_1>O3$INz}K!Vy`@5t+HgEFSxM&&;QLv_oSnP?{@pJx14+24>nyEF45? z_@^$RYgtHq>A#GNAgfJrr9PMFV zB@mRRb>3g>U0}L>8VgBCn|FzxmlwFnf&T&^ZsDxaM`Q(QuU%yt!8;a%K_B8Ad+?L0 zVuN%`MG9u%ki`{7vE5|%$>$j*;qqd;wp2WxtVS&)_)F|=OCHpiOfO0WZaH-+HHdPk z1yCPTFE7`1ikg0q0au`dd;fO)>p$!hC98^BXYGn#M>YK!ON0s5{(89Od0o0Fly5fU z{NUACdFhWp19r@vu68OlzWi*v6=pS&?)wNg4Hn}KDr4bOT=+jz;QA?p z{?xT z;E!YANv~Ih6|0i-=CV{C+NifrK&}kv%))gk_rw zSJ0&`xN{V}9M7dUg%*TS&%sfY%BZ{NgBiaP+aW-(se(fcUu`~>?L@PIzSd5c^nck; zc{pUawMcZ_8R9OsfRi8z6cHZjY)x0DK|l)Z&Q0^?Z|Mf|T3MhMAdG2}Y-r`jRSaxE zGOEi*NW$Ho$u7OXU67YcD1c ze)t>a5by1K{oOdggAbNI%2z{*@+k-&aV=vX*UA&M3BKPsEd|D|<9GZGJSuw^yxdhu zxm0Jc0fhcN8~jhyp_GmU-XZEx15eeMZ(4nO{AG^A{bF4r^DdLx~czk6py|6 zz`sVW7XXQzj?Ozaq*eu}D6#e@s*bO?)c}wo#|jaVnjFrL(hXz_p~cRus2-umHMgG%A_ak;=plAC3 z0d@d;fW5P=ld*%jshJbN0pJL50yqO)0B!(xfXDyDoBRh}@;~t=Z2#@q{1YpIOZGT0g_NZ zbA>ZNeVfqLeb6#?uwcugS6xhrY2OuF71d`~P0wpC|JFj2B?L2+=Wq<569U-<)j3w# zgMjABIXN@&fDjODSP>BDlr%K(=@*b609;g61fx^(Ab)bK8Tn6`>NPZUxV0RgW1`EwD9l(zDfRU1OYMf%hs~+C&A}}*+aAy%t;7pd2RGIyUZMO ze!s!$)f#}=!NA-#e4r!5If1nKSNZ(|QYKnJIC#*Sg*kzm2~qPGkjwc|)e#v$2Dd}i zHF&za*8yj3tPxfqO(DN`bTZzoUjjBw%OiKs&xKXF^u^ zyZmg3dK>zXt-u{zd=YN#njzYNvnxOw(UpPD=!lMc#;ANz)quY75d0FO@3&9C!oRYh zELd@*Nk?SVfJ4?e7YvWa`A!S_IF-3dU^fSQ4MzH{H&KzRg!N;4oSdaq?id`XpL zWc*lGU|?#&Rs*u+zY{-K;p$&;`L=s-S8(+vZ)x~sfJUyTd%n|nsV8yvE>7+V-*iB=YzDyk+wrboYBB*XdbySzU?oh3bU&aAV?n_ ztH+9Ossq{I6n?uok9uGqu5>J;4K@NmA>X4LL4hd)XRnd>-|82>!5`n|AFj#Y6_ejB zq#TH%BRwB*zNlY(KDnqXv&V$P4K_Tv(_FbQ?pt8T-$iGEUpiXKaV#qXr@mbgay$2Q zVw~%oU++YHR}Ol%aZM0d7RJvhtY56>Ut3I~wM=55dk9~j^+0MI9PD2s&z)K-2-7v8 z?+w4c9sILhk9(-cIW+|;eF4~*079UXBZvoqLpK!^OaP!a_TC-0N?^-39IN-=5u877 zC{T6@EYJ%7hMcc1B_W@m_FK!T?Jpp`lvg&C9iUpv4_s(oCjW1d9#7+zuOEtJMZlMz z0H|Y=Fb=WT<{Q$BZvO=m4Xl>y6Oz|5W%CvBB@_D&@&Kf^;{!Mcw(aw05%~6-=JEW1 zbl@?4`U2%OeR_rcT8`InZ*Al0q4q8NdhPrU{`MH;C$f!0KkKI%lz55ue#}@p2P72g zRB9ULD>iDrnMYOnz}i?7w4{oSMJ1`{RoJ8?j0JA4NM_W-VWLF-Mf8D`ZW7y_3QwnX z{dzuv)=1Q(Exkt#^4iW(UpYB-(1qX%Hz~KdUBVL@7uWS?TcRokYUVp0cY?~E= z2y5zMe9hml0emIVKf_cJtwMM)Hn0JAq|CsyEEmKOJSPmXTQ;7@74nU#Hbp7ulO6t~v5)~vma>qiJuOU1y)PSsZ2z_A}c8Uvv* zmEE|>D3Stblj$kQw4;Ute?>a9Z?9^}wh+3<+=)cZf&IPq>gpUl^TJCUhDCR$wa2Bn ztU`&2g5n*}FBYx)b$5(5iI7aC3a#CfAopgYP0X-L;tIu8j??Y9Xsna&Y8rh%p4|5K z#NVi|dO-xEzjh+XPG4F_teit5aS6gF;lCW`ZLc_3+FqmALIn7*B%vWLyEq}=-(_gu zP!n#n$=*z>kc>(t45L&VbfH6Fg-5m+K2&cEQg{v&G);2Y+-uf29skWz9A9uP)L6p& z2bU|Sc8|{&rHf*do`CpVT#Nqmj*8xT(5!sIY|C`iGncWLv$LE}C`V?PUEczcED@o_ zrovq$RU@wQuu7y?n%}eELUj7qjloj()Q3I|tE;`5f4$ABJJ*uccl$K8kDWx5e#F>% znSF@edMydMuh4}Zbl{XV?DahtCN3XBnv5@Rczsr87h-?$`$f{F%hx`t)v~Zg0u*(i z?%$H#ta?1aRPxC~NnO|9;p zLh@v+gZx86kyxU3ge_P_Nn z48^RH8&}*s<+F^IpYi7Ycrj#Hi|yBm!f5dP`?PQClRra5R%bIC^C-iuD88FxiQNf- zShysE8I0U%?I0&CPmRtNuJY9<$CET$v$|CRlZB7qBTpaNjgWfbB})D9oxpe^C@W)O z`uHxX(92;d?UJYtp317%>FkNQ_4|3-ILY_F>B;T`!`a0>cvU9S%)?7+eZ;=(mb6bK zULeM3BG2d`V#4Q_&MiVKm|{b_=-Eo*I|TEs1`c3*u3dAlzkZRg5*QkRu4}wa>k`k_ zZ{>wNOo0}uzIP%!s0if$d%D!ZwPp%yP-xAe zZm|4z3^+|nRxv4iAU6kVkl2FkQ$0=)J)hkBRDfjWlKhN%N4c&Dj=*|2ZBgGD&?hMB z9#6?ntZnZioE?Le%qC_AgCy1KiZ`%-0n+Uh48>?wPS3nNT&39 zigA2fJAPtLnc5xeGgkFK^YFq@OzNZnMiT>a|TGsbwwL!a<(be6w0vJm>K7jdmj0EED zvL&R>>?d!#)Ig^o{ZPPiO|8CfzQG=%e)e3_EDq7OG)GW*(h3i3+cK_%*qKt6acsA@ z`zH^f@hTQLuY`#JZK~o3(L3zB_$c}zR$qP0eebu0 z!)b)H~|af_3Yd~^=G-er=|8Q(L6pw8)7N*A%Es(<%p*pc)B zh}2u>nVLVpRiB2IR}S)%m=K;7a6Qy_xo%O!1dPmd5&(!de}31#{JDeWzw;%c(BVUj=y zuECu^aA=_E#@*dLcyMCpP*!%1{mp>ozJ!|8ZI*5pO*{i!(XY-A>&+Otvl9}Opp7+^umEP!J=JRR5!D4}+ z8i#x^k9aW{Of_{y3O7qKH@o<$jbr~RX|yKxxi@*Y5+M|`XIeo+_^X3Mj~XRLr``&8 zlNxN+S;Z)&=YmU6LB#v>MS;K=o^IT@D#fDKG1c>6rO$_Xb^dQ+3)X#l=`O2-yE>vU z_Q<2Um}c(k8$;y@d`A~>g|+uNt9{_)57=ane_9xwimlTsSKevle4$c{wQIP0EB*8m zZ8iO)uo?Bem1wwII0^2#DQaKk$zGrBB%S&uQW^QvMS;?+eZTn@g?uouyeiBT zH2WirGzrj@d{sVQHFVKcsMl!o^veoMNQ)~c?H-NZ58#(Nn-HN30nD$X?Ju$GT(4!T z$)Af`GoYHRcLW5}!NO>>nXe6$vgCDBy-ldb(Y*>+cTA3SDf+1Y+7nTaZc}-O2$jwD}$&m;9l`9YEjI*Iax(C(cU2vM+`{2s&#&B+beU zoddv+M4(nmKB=;Nqf_uo0S#y`G;!yz4=M`vhzJCIe|KiNqLsg#OKS3>9$^$)eXV-w zsrBK>9@j|qiIR_Q>%=6KlY~;O8duM;0~f0^skA`9aZcfrRmYDt9bJg;X9YWQ2`oYg z6KvCH!%Zfg{YNWw?(h_Z2wqyjO)^omTjG~;T9Qrp?zu>{EJ<6b_#2Do5TOp=M&sBu zm{KRO@UYqNzW&~Ns_n()ZgkZtRImPo@LPj5;btVMWtSjk*>}!0U zVFaBhUuX2h3i+JYoOjLUW!H)H^DQf54UYTKdb%`3`{X~m<2o7HQo@!=f^==n4$L)M z!9k>p%z5ly=3mrCw7mc`l3cG($wCk7$#Huy_cRcu90X*l1bV*Q7#BdiIJE*fKxTYD zRI{mWadj+Q%>igF8cUxrbJ48^9K8`^z$b1U>qKGRPZzl=1y(8e9?_wJm5l{qpM4UB z>Y%T5%0x@SS+=G(tEhZ^rPpT#dQ zk(!?y(=4iS=g})*ElsUZ_LLME)uyWO_--=d;cUS6qH_49G>@gWNFV}!jj7qzzT^^s zq#B4kkyJ`AjlDwpR>boi?J6YgqH@j%dlS8^QZUK8msD(8)+7#Ao$qljnkw{>zL+() z2oDAFcp{9{^Gf-iqpxC9yH34A7(kLTjq%hmCTBjv|9Gh8#Y`DYl3z;8QMh3KV?Q*w z)w_Sml6hsF0I#4xNWJbS4!2k0eKf7={$T@N*?O0HQ=_M-*<63cBUiT;ku5L%wao^idx@lU`3cX z>BXj3gJ#r#Qc`R6-)fa}LZ&&McW2~L9^$FcM1=*KSf{5FspU!tVM4zrKN_N{uLxMw zrb9d3`;=+PDjEgejG=e8n7e-=;no|L!QG9VwP7ojAvPOZU%bnts;XuA<8>c_@rAo_ z;P;&lvpqJ6-3UFw)G0Or*RcMIY7TaHx4XAiA5K1~+z9qjdJah{=81asm87hge?FcUBKcqpz>?^VO_JkN1xzOkZ@py$x!c+Vss}ZQY67wuBW`SVxrEbo!QZv#anOe6KvzwW9P2=0kKS-;WW-zq4)PiNvq#63?((*G(W zV^X}ZqpW%EaFFwH(#3 z*6(5xj-;*}Zc10`?+xWN1FGun$m5`u1n1G81%7X=IUb-G5{sT!t4k_yqS$j$IsP%# zwg)mk@_pfEWKo@rUn&G_vyt65T0%mH?j>d^c%7D(R|BOPUHpYh5Z8hw4~{yNK74fGd;NVkMRH1-s7ld!d;2fErSpshc&^ z?X!>gRUMw0!mVFQPq0>pz0s0aJn5;X?!B;VsnDXs4}3W6ViTbkg=+oyUn=?ih>mXc zrp1~4@uYUviTExXb2q@uXjNw^;HR&MTboPlQvx9D^%dS8{@Kd`?K2Jc%tJ{l?>=aq z21mgRNzXi2OXh%V*8H=aUGDC-*B-N_WRfe$1dc};;}z}D>>6*DOQi2Uu6-u%D*kj< zck35mOoMq9X|NoN_K(w=lU_LeorY#D>3RVP`P_0^Ecnb%g=*NXV?*Y}P_tTa!GvunYk)BLp* z4&YvxF0kH0xTyc@4|W~+mPhi)W$&^pjGlC`n3xX;5`BR6xeNDOHOq--~3S$}bv6WntNK4Qzs%E$hz} z8a1;$bjUkmgw-Lmt8cuu5d3x;nBw4PK{IbAGLh$gow0A|<#~sJS!MGT!&-ix_bE-) zX9;sG#_`+=Xt$rQviJ_(Y7kQhZ4LWb!iB3W#3u3#N0o{-e!mpiOXT0qU@xH8u0nb} zdpBtO;%><0+GiJ!0-41{oE{0rJaM8%7iWvB+b!A zx5S2B?7)iFnbp8Au;^t(ea>OhOT$xy;Ubl*x*J|HbJdPGtO0Q^+ssjeWcyRe6B{6ZF3j$5p);H+Sl}h9$G08>&Tn2KvfkjJgAen@W zc<8d%PZ65o0(y`}SLn>rMk+pZU-MNNzkW?Ik+^TJs|rY5OcEIqT;=XcnV(w#WQCvw z$|~1-o<1XO_kEUnacZ;7&N#9mI^OvHS(PE^AJ4*7qmD|ylW=?EkG^^#4$K!oM zqWYP9$*qEEI~_?U)DyEuu1~XB@iLo3#%8#h1>Y5W!P{Q!)|pmC^}i=LoB?C=$K$~$ z9N?d(^hV^t-Z1A*e7dL+^p!^jo1Oa_zdI5d%r^LxJ{YVyYyH8cC$>WE*(JGPOySK7 zY_%rllwiD<`LsXoz_6+9uX4v!A{t{#0xt6VjW?Z);h>q+Q6h&LI!1LqZ_6uBQ_|O3 zQxna7uil+=nGy5CAIREeOn60HrY~5|T0n&t6L-Pa53Ss3q7!9k$7eBOPE^t~Ri3p* z#yr4NlrM~-vM^poO%#&RP|$?Gt@b91$pF9ID_$CnDB(zxK0 zl|x9vJ&IF2QwvVTiKP4>$6X+5uaju63^aiGX2hE`kCzQQ8^AG^OZP85MYyfS{}=T=8>DPQx1S?9&O^CWP(y>{kp z77-UP$hzsc^5lnBog485fq`;`pVzj{H?-8w^0X9gZjN;r6TETiMwP%N$D0;gOhsM~wM^2_6V07!zaHHaM^@*Fu!;Rp3 zm8nj;^Iu$De+|gk!yr9-Mz+M$aktHli0_Pg9QIL=eoZAUhdoPfR5fref zLxO@{qZIdibp0-|15UkruyS8xrL{*@_O_C=PwdOCrT5HmX+ndiY1-YhoW6ptyu$)r zZFHC#no+47WN#G=nbkeW6+ceXaYRk@x`gw*UPcE^6uwgcKtF3lsePs&AdUUG6MC+# zF6wpU{!81=9IZ@!VT=9_ghK}GEM(*rd|3Mkr`R1-Vt*m0&vD`%DDJa}ioF6H^N68A zbJ3{aC${ypaLgIe9NmL8&&HoP1i^Ze(H)b0M$w~oj2!3OEcF|}3=(4?g7&kuT*x35 zyOVG{)a2j}&Cdu8ZYgwj7aiv5&-DqrAL%?SL&MOQMVA%#gg z6}i4qwkA5RkOhfH)K+6mV>zaCXvrY*uyqK0inN!EF*KCx-b-(aqloQ&u0^oY7`DH{ z^v1`h732nWsrmAUh75_*-uG=x==v<@%}PH+OlBP^%XUw;Uhkx~uU9r`9ho7B>CpCb zf>n_W=U?RIt@t7E_w8UXmhYxWDth4bB#rIJq!3S7imcd@6rIGEo0m(66!()N@RfMh zP39c)6jJ#kZ{XDO;oYkql7?2>eN^aaHVnlp_tHO8?lv`VULTcN*behq6klhnTY+!r zedc5DK8YD2V z4t9NoiGQx#Ke!Lqr?X?IRYB3)$Xd~f)-88|Nu47{ELUOK+MzP$D3hQ|1xSJ^|IK^r zXUmX-gSg#5^R zcZ&{KRiN1&1`)*?EIRe>A5WTbA+*G=UHqX&3A>}~OzU5u)!dR<0 z774mn77@6s!Dfu%ATGiBBcO8A8b>r9kUccPPbJyGS7_2=1iH; zjc_icjP~@KzqnJ9-^&UW?|D9LVi;Q{9W&4sec%0bL053~(b88cNZ@N1VaEE@#beLV=Pw<8IjgNzXV}799w}}*FFWX(l-m*BP!85~ z@f5l_ZCR74l1yoweK*`B=1}^6$T=?L{rB6=S>4m3 z6jjgn@sdQi2;88`D;n-Wr9B#=kTyt~OKfciUJ<{dZ4nJbO6H9pjEE4N1Mh$??d@Nv?Bxitfb^868B*$z?`A=foFQ^cT_)b;1VS)zP$CjM@q;F4ZgPA27ZS3MOs zMqIqc#l=>&?0Tid`0VgkqrIUJK;J1*BJ+rga(ualGx+}Vl<6G*6+=DG zUg8sQVBy9IB}Zx?zs?AWLXgmOm5}D_o8YGHF?X5JSK{(hW56fTvyx_CY=*xdcL?7t zJcajK##;32kVTIpJ|>OS88Wqdsz^By?U=mUYK2QX56boJRf4=|OREL!t(v$QZ@6$R zB6mMJac0oD$00*p=-`T3lP;U4tb4g({f(VZ zJd5tD5-Bv1RTqwOXuOtJx%~yUcE^CZz!({mJorTUW~n*JV&@E=lIfCre_UzWC+yQm zqG6XM*)Pmfl#T{{0=5if&Fj@$%=#I7%U#tE7Hq!Ku!qG<*_LA?fi}0!C<%#;RqJ>b zLr03_1|hF5MnTah)S{q`Ju@DL3xvwVZ#Cl(Yo3mt5Gd2hL2NszB%t26vsg`z?EXZawSaMaQf|TSDhxX&= zJ20@q%b0lQN5_y(Ln#4&4fA*G!0})?ySL1n)~_&tqK| z@@~R2YYhdXk?!v&(Kc!gidWn;Dtg*EDV53TaPen+i8)_jiI(mh7bL!yTIX^Pt}P35 z&Y7k8E|$W$V)vP`hBi9^=e*iu&!Fd+=yp*ILCJ?#g<0@pSi#2JvMhg~tw&%f-%H6+ zSJV&{g(C0D9W9muME{dG8yBeRrSciflzb_4*{EPgs&F!= z+rfMLz&v%L7a2ojdYFwXpXw!*(`S)?;JXaE)_IA43OKHAW zKTB(mtrb_T*cPh`iFsys*hJyWy;eM0jF2};J%g2I{aVDSx#3&)IHtG!JZ1^tnOO)T z3pC%k&mHeOn^BZCh8sd>*xkg64LMb~nib2y(w$e<2*BRY)=IsyajfK1p<@OogD-XN zQ)LlIq4|Fhv{2}#u{_bL)^t_GYCkw#Q}vJQnY@8Ym(IR5_WS zk%btjnelq`Wi?B9gxTP8xfjZ*Vni0`y!w;%?x2&e<4AS-eQ00&0}kg82ms^7^Ilpj zQ@dgIv>8+`ijJ9!7DIV1^ROgp66}L4GrjHzY(nuy1X-VtalbjRG6ms-s7>FI=KRze zmawgBnrP|(#SZ)5)&Q6@UVC@mEUcOLMpJH!$zDD(N6}&#N-I2&lb3!xg-r1!E;zao;Xmw^-QsreL zBpqkpD7b!-Zt5A_yD@;mzE7*Qh^1Fe8zt{#l$AT65i$DgYl%7>Paa0XRblf)5n|7j zaiF~mo3V|}KfF^SNQqLl+NJCF?KfC9s#Pq(8%qXGsx#ZMUL)vxq0f7Kq8y+t7b|Na z;rL0pj|5#)&b@MSAmXS$c0HF3hb`QHT8LUFJf&PePtJv&?~7G(!ACF%q?BI$L0u>(61E0Me> zNbj-<_C790p2hV=S$RmCEOIi%o@k^}e%g z5(~knq1HVNC{D48xKSyav|DfDLz%frHWILBYxbAnV4~2ilTVATZU~s}QzhP7zvmE@ znU_Kh|G-UGBwun!SsU--t(CAHg7IMil}@|j#O|ZAPbh0r%BjDL{ODjPPj;}sKRqo0 z46Ku(z#eO-UY?tBn~tb@{6GVgeM^w-*SA=UCrKEZXxF7JCBYivdq8H`6aKHMkqIxB z*`4>Oa?6m12>3pMrceYu(mW>b&z`+Cl6AD8c9ROkifvk}%cK2J$ISyQhz}R*o1!*h z1kd}i1d~@5L*A~8dU`uyk8M)3{aVstiCO)#NbsHT>&-cD#tavcThhDQb5m0S@mXL} z_1Fqu$*uk5eT~je28ODW|B~Xh;Pwyr&DC2v8)sxnJ`4))QbgzApNI8Xr^gu_pQg*; zZGN2Cax$8Ub(gaBTUxg&A=OIT3YqQ z9k!g6NzXO+ONqyz?{gn%q9;5b8Tu$stO1f-=I}B*kQjUwoAKlYork`d4fZIrVMozM z;Eon=TbLuA%8^{bPvHXz)FzT}q$m^Bg*Syvt~T)yr`P)_&P-EELmU(4d4JnPe*9yjp^}{aNdjkI~rE}J$hd2f5V*eUxFt`A~ z*u_j8J51QbuKqUZ7W*pdlG3^=f>XV}DaHfH=bHO9XdT7Bz#UKW59Quu`EJ5)Ra zf=#Z2`k9}){noP6a5a4^m`vKerDEh;tMvHFPpCM%==6URpbY*c2>1UAQ0A8xQdX3F z2vAl6K%#U-EcA@+Ng#p5BGy(80s_`9B%1WBkYx5OEF?e{5afhxwqKIj10Eua|8-pU z!{tAd*)uaka^wHo6(f&sfE7bYeSUo%(|}{ zM@Y^+gl0u9ImH%4i1NjtX0rsx2td|5AA}4XC^96z)p(L)30)=2p0yB{h?x>SY-sPPFArm(W3`1jXC2!wI zCbaGMsbwfs@!kW6)|?BB>?&U0WPwd9~bRGc)^(dnV zsD$s6}TegpY#@Kd*+Mo(Um=pK4|#IFg|E4)E@ zDjdtJMfG+6wkZc0%SUjZF(tl~0IFwYndekDG&axB=n3x&Bm5YuF%-0CB;s_DVsKBW z#$li$!CZIu319o3l0$rH0D;2`iucyfx-&7wk<0=Gqg~Ta+9_+e<&p zC#XL_vzciAw+I4IsN10U>m5_&zfm9UW;r-sakGvex zqexUqyd&H&?R^+Eg&shbje43Z2==$Dmo#!&P-*C#9ahni7qZ zqfgjF+A7^dizt}-G&&d8!y~?S!0lAC3e_~*eA0?v)(Oy1cAg$x_N(_^0(`5;d?6=W ztnSw>V(xBAHx^=$|9o;^T7?*uopis7jU}0*qL55Y@jAcLH9(}uO+NNWcX-eQPX-3Y zwA*j_46pbsKlLTvvkLs76O74k?uq+pqv=a6b7K?~H!Y5(a%u3~ju#W{Pve@Nusbem z9naf0#63UvYWGEI;Y7x{K4ig(TB4HrIZBEJUHWro} z1|JyD)KhjYu&{a*%c==+K%v`dO*+D{1%D3_GVUsiNn+_o5nW8y_{s6(=b2BF+bm3T z&^Ka^6c80k@AZabOTkcaxHU$5h1dZKry7MHp{k3Ox>w(T#|e}ny+%v2xw;W&rKfTL zFtoFH&fZNPH6@x2b2~eNmp0X7RP(I+WkL}%4*n{P-~ES+6Y)WRLyY^>h`O958~kTd zZUH?Npasd3#0KsbHXJ#jZf9**O$n*GoeX_-r)>?!4RCr-jgYYpig{An%2q8(4VNU! zo894CRF;E*Ni)vA&}V+Lb$wqWrE+T5j0q>=0^TOY1v=dfC!Clb;`4st*=i%1$`ZmXQS%#pqSbhtv<-}NBsK>!a(RVDS^a`I%Rn zy+nUQP25K<$Ta2dqw_h5CyrLdeyMLVWV`uPL1`SpY&8uJ1jjD_lt33ja-=w`A)kpZ zhJMJ=BOMz6))nCI{p+;yJNYA%Fmv|{~&M=W}(65GTKr?vE#FearlF4)|AT6tpx1{N^1 z5`3saV=g}e=Ax`T0Ksgd86T%K%*@MEIIr1?QBXsBwWUF)qp!|Dc}Z$wJ+{0DzF23a zoQFtjI!+3ewp`b3aNEY=&eE=VMsxTc>bohNUQgnX-)C&&41Nrm1R7e^2ypAx`+ROp zp~4tvvy14?RobPcgQw)U@1URic0keSx{LLR$T?ZIoWY?Ao-bF-@{m2?^jKOjHEwZs^%=MgQPc*Zqj9( zEx2dwvN)*DNY9NNO&vmwaBWrkI#;)=D)jO%57 zR?X2dR%VZ!!*u{Ysy9Jqb~%TU535MhVag_5wa8d62re886c`fmV%Tse{RRoj#xJK_ zy5DhfPn!H7qT95M`^3`slggXKQT4d;z!++j!p^3X;voW8{mZ^=Qh-)^qL>hnH&=-sd%->D(OgbOK?%;qxcch(1+cwR%w*%%S8prT!T!Pm&PR3v&4qp_lGQl)F~Z{2B+_3T@X*_8tFYe!AnkKIdGdSET3U z&#YfhFJ?t*T9v@eIT=N=g(a}pVVtI}RxBV@VY&BJzXp4MBDbgk1Xh7w_i*wwtb9!O zyk9R5eXG{{MMIM1gq?Orwt`M~Ho84dn~*5vD;0~#P0;MP0z2$`JT{yDr?U*fA8*sx zRNwkEwi`GOjjO(sq+m76yM_!UuU z3)}ZWx26HZQs5KW!q3wNM9ya#s_YFT6EwN=JGNt5yz{&h`J<~_*vh2k%q9(II4S_u z-c!9!#3h2Yb(}c zKl_IUV zliu_-Kr-#+ySRbKrD0UE{6wgazm5wA7}IlFrzy6)3e0fh`$RH9sHgmNTTEd~X6akl zj?{I$B)Ny@<^+GuHzMrTC}kRPC8z7GX`1k_clTN88$2!8o>9i}lQW+d)oa4)r=K{0FFZar&HjnT~bcl{T@d7?5;L`z_r0~Yvo?yY8n`5rN*~>ba*7cRiw-yWAa{0cBp%Dxc=p)bvX)&aO+XrjSIARCe-;3?_r#Cm1FkDZU z-%f!C$da4yb1#(Sn%nTO2N6D`T=Tii5xEPCCO1waHiun&QI6ZR)+x0+Hs&2V4O8Lr zBFm)g=(&9w(-)ucgD!WcOh8KH`*C6~K??gmDh!ow#~}uoQv5jbuW@Yp zOty`tklej>8Wil}2i1o3`r?gTiy0bW^__(B+@t(C!>1GgqANB5*VL2;kZ+up1q(ORSxmQNgU9ESK znAvL!JKD*7#$}cc2_i~F1Mlfl9WgAZ2FiEIDSrVm>P)J4egkTFBPlyrRBpIIGM10J zvSMmv<_HpvW3t1fE413>_)@QUEfj*{ax{}KgI?}9Vk_5+Nsun#p=fqY(68Xuo5(!( zmg0A9wp%<&)N!?VqdkPo;jaQel;JOD+GW(I{9c~LBufAvC&SA#r8AmAjAk znM!IEz|<=czCz(MfwInFqr`}Nv%OoEsp;*}xSkbq!|cYp3h}w-;Fyw_?{(cp?c}UR zSVLU9tbHw8grimo&YM8d{+3+=v^{|!rA8iW8CwK~YB%dy^lur1mC7!kRHi1`d4d_R zxL?0gA0ePMEr=4(Lcoo?0atLgGRL4%pQ}jwcE16^c5(l zI(}acI!E4CJSgQ1C(G(#c1~sCAX!J;GaI-HH3ozgD8IuZ`@JOkSt1p9A5QU7x;CI#@)`%F)gVWtOpUG!~mUpti{Yor;WKkVTrB*bfS;Mp;dZG_9 z>E4}-JY>VNwaiaEKPVq3n2^o`cC&R%Nv!%6wT)Nt%RAVVz>aUd?Z`h&eR=a{i6yqd zy1!kKmuaP`EyC$a#oUCv?uP2T!&B#6;cPQVj@>FS^-wTkrU`U6pMY_IaSC2}dTOwF!J2_77QQ+NU&8c7u~}-*Ux# zcNU!#Lq5;kOOnE-K;Em6t~`jh)`_m5u?D172riVlWcV8LL~vrJb=li{$n7v25%XV;rH`pXjqF$u-+B2gldRp5LI(*qO%IADJQ3 zI^G0mj0e}OqYv-<)u`UR3b^_(aE!yz3JR07Gz2R|oHj|-h0VX*^sM@D&v4lEe8D{b z8^F8qtU?y#uxE8cKh9Ors;#2HfdA>4yrE2cXS$ArC z{eyPe#q73rKFi9l^nTrqjnvLS=41bb8-0HSS33s*>Q(K`%Iu+pPe9WHYun@jn#;vF zjl(U;Vbcx@13(-Ab1y`N6WU5sMUSykzeX|J*Nx(3%(kfBuF*Y`MGtlm-;0?*3 z2^Hg-8*|_jI$fLuw>ub-*hEei$6iUF)Y~>|POuWoX>l#QB$br%^~y@L?&TqHZCt=; z_}jH8%Iq28JW#EliMN+oeXTxaL7qL%W7Hs8r(JMotuWF;WOT(sy}QRPF(^s=*31}; zR$-n@k?xt;l-_CRULtBA!5ME**?!UFQpMZS2a&IBPDdqH8wcGTM{6XzE+rH`e+Sx|%pYm|< z7mcF|dpa+dDn|Mi3B#Lk-%b$TZx33HjShh=R+?tW`6oV#m%zzxuaK35Q^NB^QTLq* zg$EHp=a9YoS_tcL8Mu2eRf&$mQcA-xv=Y0 zIn%h>#c3H|v{X6f$(O3kPqz3qg)njfIG(fmYwQhJaFRl)i*^*m79sA5Bnx>S$4)Y0 zU%m&vlqL3JOc6HhFyXZNRJsd~X6=EZF#X(1i}BG)Ab7LDJ#8`TVWHrZ2r>t6#b z@@<~x# zqurU&d-f<(x+DC9dL)?otHj%ig9*f&^LJ4mo(CIQ>zl#<`_qp96Bac&DM^I~FA)UG zgL!_(!uDY4->|T<{fdPdGOqu@0(?lG^P6IRb=mxjCI1PGy0of{#zRgW>A!R8JOab~ z7z{i3e*we#*nhP=E0QzV$6fX?jKhA+o1nq%tM}^2j*~b!T&{6lD|g! zpY$RtEGHrQFrgLx9bx_;?}P8~7buYYMgM^EIK>d)VHp1%7HN5P1u20CERZSk$V8w& zxeJ*&|AYdBtP=k~@-T&er7qyV*NUpNf~b`61Cl?<0{Vlvtp6L5zf1nhJgooy>hky$ z^WP^C=nvw8f91-<#Xo5K*gpR~Yai#xdIaUapzY)1&mmjIf6JA}{_sa&{va;fZ>#Pv zD;?|OE#SZB?c+`HcPxMHuL{5J0IUyw?tkt8zhD9WZO(rY=3yAW&mlQIV%Gp^PIvN<+kx)sSN-7ztk=Pi%g?!Kh7+9GY z0AR>%fuNm{-ou_v1rh(_($v~YNYBBDgi45mnTeT|3Bbe-05Y)x!1PSO*Gx>WA?2j4 z4gaqqN_KiSHb#b!b+U(d?w0g{r5sXYng_it$Qe?uc-W?*Mv zV`XP2q520%>R&A8VrTRgo{0p^3eWV<9}+eokOfHcmgIkA%-{!8Jp7PY{Zj^Ff!OSK z857gPD*3An0D=q^!k|YoHXy_dzss0e!4R80k})$unD9u(#{8%p6BCdP_y-msWC*|4 zWnyAxXN3^#*Y=p0z-$oBJeC33AK`=a0b+U7FJx@&%#Z3qWFU6PEc&$%hztmL+#Ub` z20g0F1OR{@wuN8oLhykfrrvKd0FagGkGen>rpI*w%>Tw7kh|(fI%NWYfe&}AzxM%V zeOOO_mjQvSkQx7*j2Qram>-X1AkZToK>A>NxEuVn900_`{;+QTE@K8knD?8Ei5bYm z_81>CEBhbzWoBl2nDD>0$HWX~0{u}J#Lo5yW+3xpokHx!%2!anngg?pwA9Ia~1w!)2V}r=RfA#_T!$vGjVD>-C0RRt+?Qgnb z0f2yy#>>P406**ikII1`Zlr#fF|&aGXpb4p_J@px^}-F?*#5u*U}gnAJh}af4 z2Rl7e3nM$oV+iE&*woGFVUJ=|u(pQWr$DUx@T4Vf_12o?ukHEaLWo3@O8~^g0tSOc z1X&>K4YLRN6SIu46c#QrBGgvZ7TsN`)wx>72V zx3=U{dt>o#1k2M+naP>RKcS`*4nE)eF(#_B&qc$&Kv7m-|2?-M|7f;vl27DY_xqDs z!Pt=YKJO=Yikqc_r1x!|)Hwa!inogOi{JCOPf0a7L{{tQ`}+pWef%bFM~yjd#~k=% zfQ;iPZTOQ$1<`2S+sSBiQ^Xm%QKq3sm726%pW4jeLC=GHKta%VvlCKtzd zz}VICF=rN(GU2lVR!a5$;;?eZYsK6PUZi1sThZbqZQD+qj}pK0xl+ueM(B<2uV|tY zr9p=#dcP{f)q4bTcj_5ATL$}*s+PU_6>W)`&TFTWi@&#R^tOGv5!ODqdMdPS zjHyu_Lso9^yd;JW@olPp-;;n{c-QrOP$(k0v~5t)r>C|oE~G#}WbZB)#T$Ftyej`M zeT*VP+!EA{yp1UHi%%=ew{prh+t$Xs{mof!zpB`s!t2d>u42d=O6G`%NHCJyxgjyu z#rO400y2^>6P+DhQ(aN4J?**`5xMl0{rzV$a^dbwhjDb7Xi2a;mhCzJQcw_`p5ZW+cW|ZIBNxtYqDZoI6X)v>-@Tb8@W~u5Z@*po63TTw zVzQ%}arTb%+KoM-n*qlryW6+@{it*L`$^NjC4}}rbn00M&5GzKSBt4rp|q-uT;3W; z&*--v_ox`mNcf?-eak#zXnZhCZ{&W~y^psZ+jKE~d>mNwT+H1SnoK#mWy0msnf{6- z@paL9MndHn$wyUK3Jh#H>n_vpjN`yu2H6+n8yJbW_9NWQ7-ioWMqPa8JIV5Wt9*Jr zJZ#~-Sa*(sBME(qV50`CFGV1K9a5JGFTX>Avk^IG#3&NrR< z18e=fV(AhU(sL2-^H4F1d#Zxh(}Hg?qiT#0ye+mO3>OPb0Lc?#8^2_I=*cphQrZQN zyyG&Kb+DKf0`kaORj(=`bTd`uFXs)W%8)kY-bf7M=+hU$(FY4|F$jxxR;VmEnh}Xo zo|f8kTjUnqDS!vYm#f{>dM)CX@667lAOG}i*FmJ}rIy;LX*YRXxZhJdewB5JhPMt2 zGhkEg04<>bOuZk3F>7cj3F9ygQU2#E3}PP!g$_R7V=D|!i3c&M6J7gqXcu#<(}Qy* zShf8*#!=0Z9gd6c6MUapeWhz^zR#M%>r(PxwV{8gbIRQasTkyO5}VJ`ZPf@)t&(8# z9`-sVdjf(vm$E)^Bp`cdz4Gbi)|04EcA4oRx^lU;SA4ttfN#e*fPKt?PLHy zE|22OFr2V%qNUL94Iu-O;K$VRji`Qnxjg5Pl%%=y!fued@VRgZ|gK9F#ryH)STR2?OS18jCi^j_}>YahS{q+LXp`~Yf@cr3iVuA2TXBb75I)d;c zomhE;6Q+-KFlAP2$=-FIde~_qi84yD zjhn9p{nE3gY%g8npwy$q|NvRQu8#9={H5IdFL?5dEDiR z4N{*Bv_z{E*^8pCvI^tBgFeuA7GlXxOIWy$-kRY|6`C7Fps$~O%!!9$RYXlV`Dqj_ z4D!$jnp*HM(IfcH*z)7+gKvvkE=jp{?6FH0htEUf@YF|KETp1{;1lJOs{L~_seb&7 zN$*0NaZJ|cqR2(pvR?I(x9@C?&%cw5kkNiclRfz*NX8>7kTe|;xY>R***ws+nDdsT zV*~~5W7(6-ed9Y_g5A0pl!^#ZsS;_wDl2#`+5nwYODCUJn8ukrcXV1JnGKheafH!` zlUiL7lM7KK_v|C`8><$sY0c9nFZvx0Tl)K9&wh-sCTX62sSXr^4G3riDIwF@TP@Oo+yjt3<)|734zbp z-CSG=F6FXRZgdV@ie>pz*X2SD-S6?g_N|&^rBI=B5nK+VqLyzZ#if#NmQYH+??No& z;&t1H#roC)PQ8D;3LmnX*sWYTF>(n(|?m++7L0X>qTc^e=^iiulU#yB4; zx>rct%OY^*NwSFQtz(z-#!Cqh`)JA+UcTC-Y|voe@ab!tmISPJk(CMW@FuZz&*W?e zPwqxHT5X%mnxw4tX_<(>JjuS){c0V*>NI?jAqx4rdZC>;ll;-LCQ?eF#R&pDk=>ye z?}D2K2vp?VNW1Q;W!judG+7|(ZBq_JTa0yiJxFi@?(OD4PY)&u7-y2LNgus z>()KLqB{REQ+hp?es6Ev!Z1K=;OKn_>!_wfPW%y<&@^suD2PlYhrchpxC%7OD)gPl z)j}^;K_;H~fn$fv~+~*}9 zGHz`JpgNCbW+Q#UKODMWUg7`vkhoxVFGmCjtZZz7zy*st*t;U^U0py|ZlfwLSQX*o z;O1RsKch6gXZ>1_Q3OJ%_Qg4X1;%1(*fE@lQ07wEayqx%v1w;c(vnK@-Zy1E9_Q_t7-A zbF}3&b+7|_IC20OBeenS=4k6+Y~}(swzG9`bmeq3Gyg~YkwW>K_(LJQoV*Yy2nOTf z)B?Z_ z4(L7)Codn*e~zPtm8+$j$rYD>X$4qXR8{UDxr$Wozlkvf#>dIc3kC7;!vT!pfbw#2 z@^QgHyj=Xq_WvB?Uua%2)($u+I$Igrx_~VJ?XX2~SlPQeJ8-xpzlsWrhDHjZi3@lN+$gP#zc{AzlzK6rh=h z7X;-m5m({&i`zPuC|W9i93WF z%E<$4EKqJPV0A-45FUO`IPio*xjFgaf5YJaZ>t<^V(VZ6wlj7CR?*e62b-B9EbKTP zz5XHyDN7iWa4l`{gll>V~* z0VMu56%aTtCm);}SoqK@bH>esTr+UM#{kS5*WVDyKd%{tCvw9>xF9_r7e$1J9Ky>U z;bLWMuK-+x*@D&7WDWlq@-M8xl~eLJC4@9)d@x`$`GYnnFYt~O(ch)*H+6HdG&VzU zAY}%2K{&Y~EgFZlv8jUzK-XV%?7!H$AuwQ50Sp>QCcTg}+r%HHBida70~HeRAGE(q5v+5Kkg{%JfXvgNPiW$ew=EFDa3 z{%rp_58;gTkpIHB|Hhr*0k$*1XXWMsJWQl=^K$ZY@c|nGoD&Y^|IchB(y{za@V}NR zSXENtpZtj{Z~1R(D-U1AKxyx0Yy11@ zjQjVk;V(0QQzdZV{HGbn6XGuwmI6*EAY>3k3fQ%|f1VG4I$()@9uk2%u&REZ6oERh z;C>z#fjVHdex4b@QUDU%KM#(;c?_)V>|m;f0FHmafmlKc1Xf3Qx`KYk8T$KK?N>O3 z8xHxm!ztRjF4NV>aLVAf+oRF#@e4u@>oVRBIm}1$Z$}PMZ!ui!e3y%%Gktz!LD7&Y zt+U5-vst>9y`|lt={&H+zQiEl=1KwAVH6Wl!SpOE_zWJYMRg-vvZ=mEv)Lyjm`nH4 z>4#9)9Ty$T6_r|C>5cOc_OPQntj;CtpJ<+VCFbWj#8#Kc;_0?$)4GnoOgXxPuclN@ zb}jE&LgD5EYW9W|c(J%csSVREUy;>#sgbREi5zwAD9Ft&cVv4l0N#R+tAtW-|GrmA zQeGgXn9j*Go&>GNZ}w*y%X%gYmS3EQozJJ)sQH{Y zE|c|PuGh!K+M+7{!P2kZh=i?=Rb7oC11ko#=55Dw;iGYF;Qc;ut~B3Wn-bK7p-%~) z9@rjLtJ+0qQm|0<*P}@^RNEAK8E0-ymDAzX$KBTben~2|C#qG7eSON*wO)PYrBtPE z84W3Tqxvna&k+HBieI;JvrTN3^|!)j*GF`0@8=BtK&NVRuQ9{W99tj%RIf3b^q^8L z)?MsCXeRz{XcQS@+N!$6aUn5V4r|VrD}S!BGURh_f**7@2un&I?mgb0dM%9q^kC_B z?D~z@#HP>piRwF>Ow}|p`0Y#F^R;Aad^Xx}8&GbwzN^d;xm)AIn>0ev&7Awa>=O>m z{=I9=Myj}m-6$J$1S0e9GVd8)&fWGwSjZMOY^Zpb`sJza(d?02#`0LD6&ISi4$m?6Dkk*>hrWO;4Rw?+WV1>ZURp#xm>iA?q!y|m6j+f zVa9g&Tu58qF^MbqG|5y5PXG2gedK!zt8z4*<}NjX@dv79;f-;dxAsTb3a-00uS-YV zVlZqOY}o0O^k5Fnh%#YKiGQ3@L+@W&M)@F@mBHDgYG1RHP_mH8F$} zX|lbDgndQ(R{QFpQ}mtSJ?z|ePaKEA#UMEm>>26wmheT#)IIzaR&s-l=1;|uZ9n;oCw_#_>H?_&xmDIi#}f%0~Y#3JBGaL|jIT&0Dv@IAD`ILZ6- zWgGCX_#+!N8T0<0N`5p_!84%&8No~-d$ljSsNWg-X2ic#*y_lc=0?nsU*}8VYq>y! z=ROU=!zG1UXLeNYnn@~*xihL;H~6l3zKlA;oN+3atw8Qdyn2_aYLW?J=%(rw(W8GSirQSF%fS9Sf6z6RdSkmKMw5piRO6Z zRA#B9D~9{s8;_+pEKSf8b8v%%W`onHE2)mFYvV2YMXWNJxLF6>*_Ku8-HNb_dQ;@^ zSr83o(vw@TQlEFJ43uP#$X8?#jyi4$u;ZOi$}u>*cPy1;iXQfT)Y-TR+ACFm$8++X z>a*4(mlEw3Qe&*}UPoWlPhzMZg+^$wH+s(lIli{Br(`PV8iuOx?OiW-Qw+gZ_X(UW zOA@-4cCW9qN8M9|rJE16A+owhiHY)_r{DV2_zKEL)?!+xH4CqD*V3$8$({YKl-<0o zuNX@q?><+OtoN@tIt~fzn24+fHgAnzGm3yb?AGU>s#=gfH9G%%{3h3m&JBzf4md`(&lS zNFsNedTd^S$8+9e(J7gFBglnVhch?e=;C-|fNhjdJCyCo8~>#Cg1gb@glN^a#r~I! z+8SKfPIo$Wn(Av_<0X84AE$O>-1}&AETE*R9DL)t8WV$rYk0$QDa`?Ez0?O-W1Z}( zKV3!{=_7s(Ey8xE1kd@heYIGk)x_&`)$<4_z&MIGVGnWEgX|L4eNVP@tm$v#; zD^mp3umk0=KKd4|2Z7I@cbvyfHQkX&E`T1Grs~G^y7`8h${ey9bP8cxa4ni%~&g8~yL!Fkp#IGIf!W6&n~O0iG$G%?P+se5rf{Jj-Z z`kvXn3VOcF_{zGh7V``G@KH9Gqe>uKK;H6TRqV6HAE+GnOmS}*tQ@vL@RQi7c*m-vL3_}31-Zy!4JUBKs zB5*W(dtce)d?Ni(546&Vbg9}vM)>o*? zjW{?A39bd1j&o-sHq%=v{~U3E{_gDk%aFsBYxNHy2k2D@;BSN+ent@f!EgIL4d&

q55R2}a1i3;0q&@IfCDgu|8Jahk=I&gUiLu1D=Lw`S#177hJ zNUA_@8BzUWtcazxbgvkBY=pWaB;Z%#D>Xc3D-G3}*t zi-B6(((@%7-dj0}$;W&R%|d?IO9#BCo`#PkpUg{2oaZG{%Sa(Wmdcn?OgyEit?oCPX1YPw zH$#@dEj14(cjQxO5F3+}lX~-vc>T35sp6h08dw378rOPxjNOJG=FQS%ZFb@ftH?$g zQF7o1uEyM>r$cMz6;#xgVe3>ODYm8INe@FCz5?dZK5$(A} z8;UYjrsLZPQ{tP(XAG`r<;hHTI2sVv=F~fiJ;7haG^;mcCwsW$DjGVOuANBA=zU{} z{HV|#-NqWzXyC6F*EUf=&C51_FWEv8BYL{*{ez$lA3-m=wK^PU7|NPRyOld>eoC4w zdSEmoZl%OEk_`GC)M};AsCbN3@=}bF#vMUQMW18v7fbJQ-|zD+y=n4T_q}L24_I ztG#-t$EvDhji&*_%d(UrY86fyvExTZq=KjE#aY=QYL<1v`E?dccjL@Fajy}@=*zLu z*SyjBQ3F3n?xZ@^y@Pt1q%uYv-hQ72%;*sz5`)E2p|^$e#>(i&dV1z~K1zbOoAu3G zMc|h!pOiOI!N&#Wu&UHT0oSJ}ipPPIxU+%}CFXsl(02>AEl7jkOL4>(T}DZr3HaRk zM6kw4l9QC>qR+*E?fkYIWN2m7ku`gpR;DF5H4Iz#wMMOt2>w!ZtJ-n!44Tq4Y}=cj zJLsPrzobQdxIwQ}XizNfJ83o_sbi4O%puU$|AJTgJfyesMl|NKzHeDF25nF6@F&|M zriZI3leJ^r4$nuNrv%6Y<*d$q{yrOU9q@uwDj< zcP}_eF!Htv@2eTQ6J}%9_vlQh%uBpQ{TieqzNr7YG>QZxowCWSuF347nQ`jvi=@}p z&^t_Cq_qw2YpAg6j^4e-{n)$vgBfv4=j9`f#L_~whvJ$Jsi_hSZ)}F%x5?kT7e>O| z7-A^X{O#aGhYG>xphDKN)X2Q3^D2;Ri_Ay@*Zp&&oX7no5IRMgj!e>FOPS5+K!#cn zZme$ek7mZ==fv43k7*O#( z)^t;~AD@e*iwC-#dtGYd(p)7EH1N?8;~DUGqBCNi&DrH^)eb*(hY z=@@79S!&^nTfM9Fl*Nk0(lVL*UUm!-68Boz;1sbTN$in#ay5&r2Q%tUSuf@egb6h^ zhKXy0@!hbcew@-`^qMvYsPP=|dnKq5U7I(412!0uWRT9paZU-GIp_#_UX&h`(Ilmq zWs<#SM3Or+M7L%WH}IimMht%sWIzdiTwymBO$g8XT+qNi=!q9fz`%ks1;G$qF;Y=)+k>Q!A#4)oKw@Bx4rOO(J8si%j zAUCWWbzPWw`qIkNnd$vzu(TF(mfe;^QIv>uhB=tp6PrIvtaa!cQpB~iO)Fw-ygqyH zDME*>m!#UmDe%?sIsPM*!P^2SwD7}xTynWQpKhwp9Rtr5cGC`=->Yqnb7sC~rF#|i z=tkdj%tHq2z*X^2VZ3+V$9iv36?v(2oXWn4J}Y|AFWDqvt~qn-p(2YW2lfL~?Tklh zd|icK7B1U@c*G|;G%9wuc11HO9+Decv5A#xaYuxpv9R^L?(zHj;K6dDyWT$ItwGuB z)51x`iX1f2gsD5FC@SWeLo!d2@pTOjfjz)bqA#zG=-eGb7%Eu>SCc*hr5-nDkM3^j zY^Koq8XbkS_*{Ugy&*3d9i*O|vKiZ9Yt_#u=_Wto51fnd^L;-!`E71ME2FrlRO-8R zIr=V~-D-ODS`^(Kd~b)!EFj~qerKx!lBHO@`)S6NEqiymu}0BtF>gYf5)bh1qg&vz`viDA+r#l~C~8?>r#&1J3crYx zGtVT(E%t51tLUMVD0j%JiyfjYu=3^5mcbZ}!D&-CUsrV_=-Ja}8E*78dWr*e2k z5l=$7xMZldWd1Jq&?n|Fy?E;H=qRA^bKyt#$(Mbv#hxBNHs7p{W}N3t-dQ3h{Xq3{ zOy&K-qXXj_XQvD@*6@nBmBxbb`3&r##q4syx^?Fj7CEj?{Ker;zm@>}(wuc4!&*h} zNZqx78;@R1zsS3d0C_bt->s1m?TUwCWw7ry-{n-yV|jV`fW>-zg&f-fKZ?T%+;jMP zvAj=qsNz`zhTFS2nW^ld#qU0Va`=?FVF@mi*&;)7_nFJLj>@DjQ(+G2!e`f=0yvKUg)9Egcj$k~ z{()ZIi2k1a1HHOC{Tr_M&->SZaK-W!q1kdlc(@4+#k2~i7ljr_>lE=Ssq5Zo@|39Al?-$ztmKV?S>oBAX;{noc z^nayG@%*~N*X0FLTYz+t|5yIsz=1#I`|Av@%gY61y8V$P$MY+sq07t51>yyAQs6Ld zPM`#8P%bVYhX6?A0G@yS!2#YNS0c~@jNk)CAb-eFa3HY81LD6b`G9`l|4ptSUG*Wy z0kLjw5d5n4vxf($BY(&d$Qf7P{cYA?zx}_xU(EwxAfHG$zs4c!eB3ZjAc+eO2XMQ> z7D!eB^7*c?gk9D7cwwA;e~g0yNnZTG3P4iA#|tEW0qI`II{d2rCoCk?pYyNaU-ct- zcm@6HYd^>F|32p@7JuM~#1Dzi9_QsD*E0r`UiK{ezLnM}yd52TF&X;=J! zP59qRKH&O>2Z%oY8pnssV*v31apGTd;6Sh#4&vwM23mf$U%^I3ldm8nzxHSC&k;~K z7clQ<`LqAGK7gCZguGuc{x|IYo%UbYAfJEW4Xguzs;ly63zAA0kgG}t=gdD~1Bpj~%>{V> z2W;dh;0NIXBD%;5^2ZBg^!-lopQQgn|0k(PFh9ldXYF?}B3rL!T#1$!0_1C5y(5Ki zHRDPo$lA}oUqV0<`m_FL-%oUZj{8~urU-wUnP1z!F7&5z0=Z#;T3(gBe;S;tK4fCt z&rv^n{+seAoIgq)r1BvR8!z-q*{@3EI~=&<1B@8J4M0d&I3SH6Qj|Z<1yXEqI1kVQ z=et@4Kn$4|2>ZgXloQ4WWDo#?0@5ylrmF#PU}ycQ4@lt1I*{A}^dh|#Ag2isA{{((LI`kw3W5CkUqm3W8p_Sj^XnDZpng?>+K7T?Fkneq{UM0i zqO|emWi$JSwEOp;Yb9e0E{`b>&EbPqtO+m}MdA0k7Y`*)tZfX*A^Fyr{m~}69Q*&h$%?V9mkd_V%ER(DvEcG%Cx@UfbP6gYa0Q1$_51jNG79QAK-@ zOUrH&s_cE;L6IT|qY5eydux9H+vqlj-b|1psHLC<%NDEL#ox`T3X08-YEXebiXcPj z!3Q-o$B43KL#q)cF6FXpw%;e<8BJ{z265A6xBh+eC)P!u(7y5#F zl&JUb9n3$zPh;^zDQY~H;?E52!I z**PJ%yLJr8OSr!_FW5}NE`v*iCNF|)OO7r+o*a1_mt9i$7Il1X{_1w3L#w}SIC)MH zajD&ybXXERX>f24_!Qk5{h}6Yd2Q|Gz4pyBeE@WU+Ybs~h4qV))5fIL)0|T+U2y!! zeCtKngn6-|V#)XqL#+XT(IJ=LIZ=ZI@0&}@9UPmZF=&o46nV@`M9d_+cg*)GZ(HUJ zL%hKJRdp9)Axf_c&S)!lTp3^TjK-AJbIAB`l*@l#@*7pZPCu8LJGH-XV40c;s~QQe zghxz^JPBZWIPxG^y7vu3`R2jWS{9il-Ymu>!-K@_wVtTAPovyc=h(JYMzqSgsbS4o z^}5|0acA1xeWY1bc7)n+xkS_N2>cA%{?G`FAi9HIbid>8=2%dhFQMw3L8#p)@W)v# zx(*>i$Nv4BKFL@OF3hO6gXn~>9rCWMkyh1A_?Oep1$zvQ!|O_OOURj|4)Db6*6u&( zXDyGt-TL%NL?6)^`r`dP;=}E{QaE&sgSG4xI?Yj`yKnCnb^7~tX4s-2lf~F^BePyf z?*8O}V(a_!Pn^uGTc53j=y6;HRqclDGJ_q##7oB~d#4H`qyD~o6f)Xoe0@$s zyZcz)ndz0{doyW26y>F-8O$~et=7_UtmMTA2~<$RCfU2oF&5+%xvQ{$uyGj{hJqp@ zP2XlN6-gC*S{8UWXyBc|9oHKi`aA~1V^>l+6Gl$U>#iqG-Y0h`s#dnHdFHI|&c(P- z@Pu@0qi+6C@yZS#g?bNTUKAb-7QW>K$F@A-B9G*D=Dy#J(hK%dv#Hn;2MN9IP!N!f2tKCt~gF5k~n~ zL0<+TUTMnVB*Gk`$*O}Wissxsnp~2Pl|#}s#$ymW$~VRHS1Np#Kc2#dO*s%}ap~P0 zAqsZ4&G*nA7FmU;WzXt=*{a@=isiE`t$6*O0@gv1o}o;-nmq<$EIC>NtZxr*kiS$njFK;df4t@$rQT1 zl`8qYRh?%iTSlaMKPk(0VAovtZOcvYgw2CQdTV=}rchElf0yXf5z^S?2QJs_(`o!= zuQAwp6TZz%H)1+55qN&qW9yB#bR%SZk!HP`R#UoOF@Slt{DbsGsO%O)g`Tt?Wb_Ly zola3*3-iQjn(g-Uw>NmjN9zZC8%w>tshFyT%{`A9K5Og+iHnwFRU69^8vDCjW#D@# zD%+P|)5gO|XD3zWPBkK5HGcXKJ<-STj4-J=F71PPg2!udvFrCA58{uo?>@zP>#C!U znI&9K`oby)L+%Z}AQ9=F7#6{$>Shk_eK4*SU1v||y8g=@>3}z`@HSbd6eeb!#-)M? zP4st*Lk(X!F5Xc)bU7|z;7ye&`Kp+B*}~q`FE-=xrd{jgyL}Zr8bvXxNk32-Jy*!fFsO(p0qnbxTYVNm`kp?t zO*$fpG<}lu0exo;Q822(rm)#ZQ_~3&cnW!{kjlMB-`tG8E9xt^#i*{LY}jI7>L|YQ zr(V`h;=g2?xM3mOw;^*T`s6&U`|fkKP_dcY0dyB}FV9*HX_mK5{b>fwCtqBTyb~@- zL!@m+?%N^88kX3Eqk7uTw=7l~)sUwxbCmb>9!_dR5z{*Z&|L)#EdDc+2_LjgK8(A; zV$t0GWK!87@h`;^{T;Z*&(@5-eSMl;@uD*pZLqwr~CFkB#Gg)$$STu3kFS$a}jsUyKas*M4cheB8dMs?`*DE6Hjk`DyYcT$#g>ry6$kFjoqwCjkc(b}G^ zEY(zzQN_u@4r3~^B+lwTxXFusz!w+flZnCYBd9`;@=iwo;?Ii?8$TIGJbA&fVr6@3 zdd42qjI!HJS%w`yrRittJgDAD)xU5GuY8BPEt3y{9XuE&b34+_6(lr6d!rnm9(yCD zA$v7<#JNi5;`M`4$M6RG8clY^XD%NzLXM=>xz^y#I=#@l_tq!_9QV*2Z*O+yt*hWZ zG>G2TFh_T$uAyoKFm}^So%iKh{ZLT*OcCc*Cj#!Ftn7! zL`QK!KDM=m+$uFeJ9Z(6CZKluB?_DS94tPLR`D99(Jjbq_PjgRM9q@>3ArR6iEoYO z=am#lWHB0pL1`?P0{!|TdwsmKEyMhPqej0Jxi+2Ji(Gq;jQN`F2SkewXOD$@>lF^Nsh zo@MgtVM5z_=l7vf6NND>z|DLA&|@_nOzg=)1GNSdMPSZS=N_SEnQMH_-s-&8svZ=V zPK*^<=oHGVVhgVOycV{hI6C}!>vPYgGMMXD@ll11 zESnb7sF%@FcK;&k>*EwP;T&HjF_^RQP{$3u!_>8}yKC)WiCXqWTlK_~x4PbZSVZ|8 zL)M(5CQ3L0dY?WzYRlfj2;&MGlvEdHefOf{G+|a5-tyGNqpLHMB|d*Gy3i;2wO`-x zb!bY{k>54JS6T1Xv=eHS%^zGE5Y<+pW@@}F8jCJ5%g1c2`Jc=MGjMRvIOeDrsPYvjJ))mpy{i&-aSD^v0lm>fP6>iCumag1j7A#;=4 z8f^bM#nzRH2S%^9-F`+b_mafoV(5aX_)E!avl;&IXiOH5%T_f)3WdVYp#en(IXx4) zVWM3Vp`qVP6cd4ep5AMTXE<~Um7u<3`C9nRHE1f|ZIyx=+TkWl>Uazvp7oFXPVQ-> zAyQ(>P9u{CJd^TNFAEr*A^tthv)+j(ggypkM4Eo{WkPf-G&ML^QqNkMm2Sl6b=CkrlYz<{DKf&k2IJ@Q?97@< z>?SqWPv3L&cn{i5Mikv?KjDxwrE9;J4tp+e6zwd;GnWyt)Kebv^>|r8aj!k!g`nx~ zb;Ogk7pw-jxJqnGh|`e6Pno*ngsG(w0+$^`&9q&jMFExmIOqKVQQ$1nTLL~y4VgPd zO|wR_ey3wC)aqMAXve)$KURFXb{UpS@Nu09-!I+k<+mX=d+HL!8x^0rRJ&G4w1nIH zCG#OEna8befu{GH*JQJk;t{PgIj^4+ENKdqatQPfDn%+jiVAz0Sk-B`LQ2R7@B3s;jg*PeyRAv~iw8kkv)LO40i{tvhWW#-OPUUR0j#IcHYD z!zUNwxHz+gJ9oI#u!VCy=2MQ}cycQR1Z~jqvKM$UptzV%y_?#EZDH~WzL;BQJWjc!HLWE(Iq>=Qnep{**V43brTgP z@+4Q#=xBbt-z4?XL#H2PMv;sIUkaZFoLQRLF&g-7M9jUDl{}M|<&!~Zl?X8(=_F&K z=@K#aRm=q7__z=3st%NGzwt~aWly1@mOkZ`^Oax>nPaSdGw}7588~?-k~9_b+WPyv z=T8bTAvTr`Bt*Hq=ub)u&*CX5m7Qi~Pw3FjW*)hUwqxARnan71*i#S>vq%a}<{D+E zib(Xif96)7L?JJlxjo%&NLN;mOi?iv3P0tWfJn)^sx`O$8vutiez+! z`Y6FIi>o|o2V}*s;bY`zU|1^A`&KlSS>Kh z+%)qQ+0(7JijirS@e;CBNi}3GEOiofbY`vfuN3q5)g2YWw6WLMl>#r}w3cqW+I<$# z^O4wPf0g()Bv6(zYOGxyVq2#Rw?uoQp@5H-JUN$Ho-fGfNR$GnBVu{ng^Lvus78cV-BU7LMXvey6 zZ<#Bth%PkYJF^h`UBmA1`az9PtKWqmeMY2L)yC2$(^GNJ(JI}%D129$(jYc+{xDh3 z`EzTA+5Xm-wKR3TI3p1&*!KisuUu?4*oTyD=A}v-A&1?}7wHAOsw;%P2_$n*P+xir zeV8hSn1aT9T-2M%FFi-L{k*m(hZ*~9OG>YIrOf0SXM>IF_@c`LWd@bFzR)GaD4#DH zoW7lOH_&EgM~{lpK2D&ARcftqjM&4R8;G|o>}c8TD#&wcWeP(Eao$-PU)pm>9iT{~ z%LbJoI6qKZr>RdwzSAe}yoh;*tJ7aUM?_pjn%d>jN<7zMg3cC%CEI{@3%%1R8m4=Ep7FK^E0&gVZE^QyWGXcj_hU@yCr60?4t_+-S38$1vpe?81hBoRau+yxh8Gkc%~9I;Qb@^zEiRV_vGqymi|JSCcvFAn_nuv0jbYupsePGh$3lUyf@HuhLjU2@V9_sP}oFAYC%dFZU}(=N&y5w^tY`Uew94ZLz;Oc`k% zf0vI`iRAn3MmBM1_h*z!IH&8SQ1)+hmSj_lOq19!RSCXDyL@byL!O+^xVp3)zWku^ zeOfuOIc3`_r}#TP(Q!#&eHYAy1aX3P8B<3f=nnuSYM&k z=G>$p{VXAa>U)=i;5L3x{TYL8o+A1l$s@EU#D+1I^Y^e8JZZSXmdC}kuiJ49UsuIG z{Ms8uViD)T=-)xjUybdaS zv>(0ofByP(uKS6#&(y(7Njr=)v$T7cC%dGKmZOhG-}!jzV4S z@M0->YVn1s^ZWJ|=>?`5@tYJ1Nez1MnS$k}nA(YqjzglK#b<=j>QoU7{}5n_U$x(G zn)H4|BY#XeT-0ZhGAcAPq?B;0Zm4I)IWmePcGW!m15q~Iqr>QfUjy99CV6sPQL|tN z-0&)M=o=Y$jiSMV@Y!uNa^G&-+b(#$*y1C&e9S@B3dP|C`9wVtn6(3j~mHecF8 z9x}(l%W18s5@aTxL>0dlA0{tei{-viMt>_+y+io% zF-pKfbzA)V<)iQATg7V&tps)R)3z1yQIhK4-rpMW&)4#BnN+A>gANl{aZFqnUM45num|W z`ar8Yyqw=fs%Rxd3ZG-}sC*MD>20tkJGB{p6Rku`ktLs08@?^Mz!XFhAmLVZ_&Ns@ zQA@2sm>@2j_e>$NkP<;;-tsi|vMjYpisO?=!o=8XenKtsdG28miIXLsel5ml>={Mr zivFUZRBqDJMAOHXtYh8iZ^40NrSN<&7_ufq|Y^OcusAFz{$G zT%pVO9K%!H{>aF_1S0JCLaNcSb|?sxBl7KRyWzq=u>lq-lqCmm^Q>$u%T^5*UwpSM$WeY(|U#ekPSjhe#zzrp7C5+v-@#UWY*>#}$@FC@h^L6%$P}nj6@6`#sJ3CRrBK2TuYV z1688u_wI{s90wO^^#-vsdhnC4il3}RlPu+SvgxpbfI9v1T`ev&-*Ze@1 z$6^J`>t1bL*2u_x|D;vG!_01W>BpVhC4mp?I(RE=o~=ND3`uJgLm4;I2*p zo%ct22Jl?RK6OZ$-xR~-;+O0X@$9CLgpIql@%k`BIkW{jiv@R!UgcV(Gy(tBl_=jy zvre~PXI-9Ua!CAwU8|~Bd_A34wpe{7tIsY%j7V#d1pc`8ak1!*^-ilxarf@H<#W9` z_g7)$p-tL#*txIeP7MUU-srZD!p3@gZ(YLv4Z&8yh@hhPc#vWR18gAUy4g2|9p*dQ z&Ca%Yne#5QZ|fh?e-ziYfe2_&Q7|}MKBZW}e|Z0Xa=6ME3$Ld%i(+|+ZgRr&(u;4J z5BG*||9^~~V{j$kqpoAywzVgAGO=yjwlT47+t$RGcw*bOt()KZAKf~)Zk_#Y)#|;v zSMM*o`sw$1nR?8HfjR-t0*`j;_+$fk$je;86zt_gn~#lsej={0c!?=PAo34S`}L8xqI4QmHzYNJjwR@%m4c z#!m7C&`S|HEB7U!Nm@%6p370w2R(U4?}UsXP?i{IK0;q*@A*Iuq^*BY&W9wDE2zV+ zde)HM$nbM>`r*rM<&rw^>KOz;BNop4lyG%*D|Hg~Uy0~Gcw;>zmXOW zLTg>$Yf@#C2GMR9brTSJ}cp+1| zXXlF3cWau;G${}>kBL)D<`oPjthffB;_t8>(XwoVXS}_1i_rT$c4=)OS5&0n5-JK2H~bUY`|8T!RdB|cN{vx?PNQVoCu2xSEV$}WsHde4GE9r27JLE z%{TdMnXE=1X~ia;z02m(@S;|PZHJg?`GvO6D`gNt)Y1P!wTZW+q&CC~r< zn(U=G{fIEA>f(m0HFHs_@(^4IPK&aN)y2e4D7xQKtfXB;&{f*xmMu*ka-y?NiL%V6 zju6&UdY9!G46%?$+kF9NKhb~^n4c~lvKSz+tcwQ~#dM!yhmm`sP97(q*3g%0lUDzN z=qdT^U0d1VX+s-^Mm%3p;s}O&!FFectrj|toJoI!09sf=)mbv>bza~Kq8NA*oWG;U zwQUIt^P3B>KsM5+DDXvp?%k?Qtq;A|K>jnKaEB+8x*7<-3pbXoLLpv{gF2PM!r3BH zL{oMS#2-#K_luUtX864^RzaThv@xF}at8mUcZ!7x(qREQ{>an&CFzko%66HF`PXD@ ze6g@ZhH@!0F3`9k>q84-_{0XU_G$H?!(<}c&3(+#h4nY(MX!} zd%q?}ZZ~XM-15$jX70_x(>a27qfP(G)GF(9lRu&C$(mUmg&bhtD^K_psb+pN7+)n- zC9A+=rHn%>j8mat*`;X2f!U`n$TpCAi(#GxS^W!|+Qpb&$fJk^Y(~Q&(fc*RVbuY-~_?&qWo_sIK&CM98;b!DuP>`U(y|JRWq{eW6nwcRRmqmRHWieGuU~r(c(78Qre&#&3neovjCr}V|2SYSSIs^Z;+>cs~XCG^#krpO3|B0H+v}MABD*WqCcBXpo=oO}ZOcf4s}hHcsl+l@+1-3HvKz zt3_?wwmnOIzgJfcS)n>l25teq7(V%=!L*r&R@!~GYE)aF@@1)!A?x`jV0SDPg60EX zLd46Jsq4r-7M%~9+IY-|Vp)k)t#3uY4dfDUu)fc@e)i`W z3-wlsqGd`BUU}#1lanqlvs2yG*(uI8CT&|}y>ugW4>$Q%gZT_80W%m8Lt?}@71RX9 z4pdQC0Qjb$_-=`~-@KJ7W?BNL2R5FqJ&%dbQinrZ?xc8KhduPt`c%}3IaVj`%j}E! zjfr5^L#Rn9n4c;OIJZ9jOFW4~ij#$a_yq;3pxNB)jkP4Xd=gNkAGs@U!#R z+0l6Ehs)uHxJ3r~yrDRn%HFa1ATW$ZA*_lch8soXcSu%$Di2tp&!0(cgl-48Ux~8X z;mzFY(l+r3;ftbHsRj}W}BHc*60pp+DNWAOZ^_38BwH3Po(i)`AiD*pnAUAUN> zYp};GLRR0MkM#P3M;D-YpRr>w651WDLdTw@0)gIQcRqm`h+8vNEetUnji z#0}xlT&@J*M>7_JU&R!PSTvIwrqV60U8-hl6?xiD`ze=R%FW500l)Lu0juS*hPO_< zsn!OsO11z;>{kIpPP#h!{O~;GTd(;svsF@3_r`RBh%A{OP)8hxdzyih1%+nM@$JA>!M4gC6Ul$GP`u%2^$e5lHtd#bxKC)#De$x)LBHm4sx{N}(ZND}aYlV2#5 z&in@PrBi*9ER>{~;()htPY8(-6`+e?b264<+NmqhR??D-jDmff%{sr^>XJw=f73Vs zj_(IlZ1;TFXKpQRDNPo5^?2Gt?9^Zka(rcf`~aK^6DwQ;W?O3gmgH1#uj6PpxwEyd zv%&7^eT`?sJ&@Ia`8vAkYw{|5?4Q*oUuNz9C4cnsp460dpSH|pZD^`t5di!&iBI=C zdt^iG&%nk{j209CALOv^SG>KjjK{|3ATkq~F)$#WMY(*qjPFN+sY`*;>1ZKR4N z7|VXULZ}=W5JCyVC#Np=S7>RVY{Cd-;6*%La8mYNfAu+Jrj#}Ii0X~L`(CP`M5XKk zcdfGKW{Ds>Oav8|^MgJE%c<#^?pS_RBX#e_is{8Jc79t-bXUEi-^*CT&u%uhG=6Rl z){WHU4u!*|Yde3@*^z?$p9*^&-Nemd=>M4aBsjD%Y+_*NEebra@IR6E@{G^sJQ7n! zXa9bl&ny5z4@El4nNiSExZ3ZMGLspd@0m<`X#s8`P7!z`c$ptkWU6mvY3|rvO+?=L#h?BPw>!H*jU+ zPipMOVtSd2OI`P@D-KZqwGNG6B#MFtNUq=@5h=}~8OYeN*sM5&~gXEO==93zSz8F#=`1;-gEygN^l|DRNm%vEJoQB6;HCtEYQ;=4&qvP z5KwcVQSkwsczV!+l~$BN-c-Wv4QpvF4p(I0?(?|~wiwgVzp1)b)Y4xdmxBFXfK&zRI@w^g_0JQ!Dx1I9$-B2A)MH}5is(OVUy zNPRK6lD7!Zlc$HC@~R z3J`cd5H`8CU}OIwjngpplN$kcy;oB(c$4$J4A!a1X>i*B9QN2QVIAZdu5mYgT`PG;NK5TgisM>Ljl zb{hielw_K`5N3BMRv%9Dk`eT|%TB7v4N)g$Hm`tKXbe8EL zu~D$)iw5{)q8w^I&ntt#2$&g*LeJRS_NjJVI@bhJuv^RrCzN^24PFOQ{^6FN@}0rt zzVnVrzq0ZHDC!ses;HFu)m;gy+G7Ft*s4w_9%a|9brj$)t{z3M*|Bx%uwXHi(}e%t zm2cZL8k+#yzROlse#mePN+VXklz#=y(O&_UbbLhoZixf@{`Wa2;=@qPbRPyP@* z)n?g)JWOc$BwY?bAjEZFi^hTF129 zTgWRm`mhIVQ)aK=YVfCo?!77Xod#+LX4OTwC8h3d@G=}slvbYOw+DA z^J}ia8pESnT4K5x^-KKPvsR%)bj&|cK;R;-dIyrs_H5461e}y`J$l02w@Y-{+_Q$iDYy9nkea(w((|W^Q zAJ99RCeJyNbF(}k+(#Jmo+%InQ^wb_UbJXOrP?%Q=}gWU>RQ17Z??jw#$ib5D~!hg zQs?ZylBlii_gHe6vET9eJIBB72F9}fppeTGgGg{@8=B6l>L>U*Z^pBDDq7Qq7+n(6 z3Cdt-wUlnwM&s|PRZ@?4CN4@l`nmYn*W3G(==?}k9fG5X%wx?Mh&Mqn#>5s1ju_fltcMiJvm4Do#8#U;t7I_ zt_K4hpG2t4WYg%=gwG(Hhb287_%$d>uw3O*&SZxkmVR*p+Iks?R(WafB@!+aZ35T{ zuBcctSLwmO-EiDQu^Al=6?FbbH=68cZt@)C)CgIQLHyoGjlGUNEU|T(2VOPCHy>5D z*XR!`qi@8Djz(Ia=XSNZS@G@FnxqHxd^&XXW9dS9w2DX){S+l;^k zYantT&K)&}KQ7P^YG;-b_wR`WU_W(BEZBk#22PU|{$V4ci9KK473VMSYOejl!>e)oM6NAT+Y2mSyZlpd#%wzC8s4#)u-V|PDfUr#g28EGIf3Yt zEoa|Csp1AS3$HmwPCE1qybf+z!JZX+`GBiZUZhbvH7(WHjDD(tPphc03zJ#Jy)j}S zq{&P&&7F^lhXDG+eA&n3!%UpGgPmYC(#^?KC~OJVGuj43Hv}Bm2B*lX{efyFyaS z@0Ct3()I_(%$?Rm&wma&sq4LKSu%3}7>hkscvKi?L_vs5l4)%a4)u5?xjIcJmfGc~ zkq7r`35{miij9R*Rt<`T)I2?GzK6U zkWr%xqdI8zYY~91&AG@Lp9?m1lr_L34tGZ*D@S!C8h$L7kO<4TU=xx~qNk5f6!JD# zr5UM?a&ZOW&z$S=gkNk+&p<+%0%?%!Db7F95x0JT zj}~5V_$QUv{WWS59=myH>Bh<@mAWt4j*P6t#^ZDHlY2d9$)m=#TVT`V6r14*4RkkAm%>- zq+g)zGVrmGGQGADEAo>YEM%KuxS9{;hGs}vXMZ?Ed+yLXRS4$qui!Pf@(DGJK8eLs zQ~Vhv)pBe!RImc4R0GV~T+7G;@2DB}Vi!27|E6-X_pv@!ut+@l__bQu!$Yv2K=n-M zfnj1^^U||xwI4>zMAp_@2Zip2Df8SgwMt~vG#MmgGE|`{IjC9ID>UO^F)bd_Thqbgkk zgDg6*P4Ab>Bs`5de^edOSZ{;KPUTP9yCTJt2>1Ai`QOvU=H?qWe|n_mN(rcxpR}&0 z$Ih8~e#1-z?|-`?5REor_WSPjG53lB!^Ig0*%#Dw%+2#PI1H7e*MZ}axxB?|Z!%tq zL=KW|DJphi_9lVp!x9g49zR;*bf|t&)v5M7=%x^2E3v^nPIx?;k3-@n@6)yH=Lh(X zBh{~wf<^$=nuF57O~MhNDD6m1MjNXr{Nl}JJ#Ly}Y+X?%NBQVLe!w@3z~rY*ox5<< zpl{B*Ps?30Y02ri<_mZ7qD+X|`h|Y*sqJO%v+}2+e43RPsGad-J>X zIekt=Hv?5$c8kfg1xHY|*)Isz-JG>yIVHK6 zUOj%$Ks&Bd{5`mh&SYS}A z-vM%%gy{>n(N&7OVIfAzYu^06d=ymuSjxkvY@yZ3|8`7}9%$Cxr#7)RT8?e)wk-4mgjepm9R*Sg@ZPp{_xj4Uf=c4$m zd~9RjEC`d$VJBErm z!l7vII5PaP-_Inq#%VX{eHEBsy~lq>O4j5jljl^S%XO!63o%lWshn z5OJei?P4_*sas+5gaaC3U>9-N)|+)T995#R4Sf2i-p7>?)reUEzG+IJrH2UJFsC*N za?|R?VYU80r5|c`-c(U-uE%djd%_6C@)}k46^NB}G@6li8NPtKI6zP&mY%X;C0}3n z&w7LCNhc1&cg;B^`rLA7Z8bgR+PXWAZOZ|r!$XvoY$y`47}Q1>bGX=7rns53S<1iC za9??4?4W&yBxu2IWHXRmK1l6?4*7~c_~p=O6#l22@iR%9GLI|5U897?m zf4e8X!;s%&Sp%Ez(jEyBC1F8TS|J%hbw;M|32Os0C!+5#6{dWrpJ<~s` zZpMG&$*lhr+z2=seS7-H?c4?{~mI%!2td_%|CPW-*q=I010PLM@02Si3_$(gzr@1w&l=ygAOA>`sQ>~1VSorg?7L7$3Lp)T0muR5 z0gB&UILZJufC0b|U<5F-v;MZyfA`DS7yyg`CIAx~V*@91fGNQAyJiSr1~3Phd)S+s z*a9p7)&LuTEx_(O2jt*l_fO-<_f-NM0ZssCfU}z&zy;t6a07S%JWU+!sQuNWLoa$F>4JfQ5=TakL%1DwoP6nV zy3%~AscLRCJ52X5+w{np_)}ImMQRn;5JH_ z%OT*)1+^ZlZ(|w?P4T0)K%s5a2DP9+HLH@ua^y_x8Z{<#KktpPdZ}o)GgIE~7SwZ2tVe$!){aL`Tskp`r za6$eUHiH}n64Z}>10ewcT1WTy>N|h&O=iD#{q=<)=-XD0`ux(Krwycaj%3dtM346- zwjUYd*$W(%$-O@H2F4oWg#!9~ zczenOPtj$gDoT9v+wOT9E3K-kG$WdNFx&MT-rtwk^#>sK5cT#0z#xc_ps-qFeQw^& zu<@yO?Qplh_A5wi6o4?kI&{u?KPpXPd*JlHDiIL2a|fH`)mQ%jKYrD%zVs-(t0jM7j(v3yleO`>LGJl~59tkcJm>9$#VupwmN$ z2Z}#61Xj?%-AGk}Hru*ARt zJAPg0=h$bpEyp@60%=CJVBdfczHSH`{?f>-=WSJYYVX!42iwk(hn}$q{#-GKX>(H1 z7mJr{m$pR$V zecaMf#<1jem!0EjvBVY>$+cydlg2n6L$4La#Pde6imB#&#FDpF6guZ8SJ{+jMRt)0ig!@DACq`7 z#7bya#Y#wIWo#LMR+k*D)B0qIORH*WVm~!K=3Ir?h%&WqqJs&92LZ)UR8cm3n=6qK$ViH+r|iA#^vNu7~#P_ zTx=_ZSi79cviKW@w>tG&@fZh*6QCaDaUrxBtp_Gfy2Z>3V_V}LI527HX>M^=y zVF6uX<}ZsY0s=XaQ%9ZB(b;sxrN9`8wAeB-lZfUrQ;2s=w#q4 zA4-eSRbGy3Qa~Q5)F*hhvpTC7b>8ReKKs1O25W`Ha%l- zk+|5{+>Ozvh>85-cNEp*O{X(!>r5|}`K$b~FgJ2Xu6{8(ReHEoeQ1f6nPPs{vvL{i zns^+CZ0rB(!dO!cf2sK62c{E0otm|mA`%N#-muA)-{4z>|8!(Uq=|shc^A7 z#H4OvreN$=5 z99G27V8vIyLqxA#scgpebxecg%m>Gkc0myArFTu2EB3+%|Dj)E0r%6B>@#L?3-Jjg zb5lg+9wpp;E|;%AnQ(Uf$0+fWv^UEb`V&?Lo-fmyNfF6m*XBa6H9B1nYab&_UPU#|FU zr}T~efqv(o_E4bQAbqPA@6klhe1=Ic{;vR&edxkkn>IhB4$A2KTvNBQ>lYW8HZQr} zRwwW^EgeEDby#`O3|2>d5j;7(zel<>4ywv@-m~yZ_%lE9D}8jmEKA)Bg(^rPFn2$x zcdLvKOT*8DGM2m#@gG)5YqL6I6lw8-)p5A0)NA{Nf?fho+A0Q%^sct5F46V7w0B-= zo+piCuLR~q^2M}L{I`dBFg2+Kyr&VhOKLK;Y-AUh^z=nDWX3qC zu6h_o9MPV4=E$ix3Q$fC(j5<|$`?7mD54FN7EdKD!My2@K=6q$A9dCbM00~iV3D2l`m zpZ!U6Pc)H5~LW)9I-A~LG9o}OtU<<|N}C@p{g*P4&19t21S{y@+(^KecjR*g&f$DL zKw5*g&tIE?b?#p6g{*ShTC$@P-0dZfV2=#dE4ilZ2&Z#xj1J-lyC0YH73hn!N|!)I zNLjmY3w0uP=F=Y)Yl{>w#hKRd&~VSl>Pyi%-MlVqYP+N3-%1))kxK}jo4R8g;j(>l zBc{&|8{B~Po1*R)$3HVtCg^o4!A)&2qt2mLx`Gr#B`_=C zXJAqBkhSE?fwJ35kNAJ;V`24H*!LIY#ujo%k=FBLMzr>pHqYle`X^fjihVO1O}jIQ zFG==XU`h(NZejbzt2b;Y97KOm+VIb?;zc=LU@P2_7b`V~Wl&4}DJ*L961JlaninY) z+B=IMtnZt6fm)>YN=0q-OI2*&~5@YWRG+@MbSmvG(Z2GjQ|aT_v80WC3NC8>k3y0t@l`_ z#sGO#vFx{QNVmo~AY=1Y7`{-RAIQYO*3ulrlZF>=$lcpNg;{rEp(Ujl4|`8*P6s?Q zxq%swd%C6lTIl$JvT;SmJ(J7Oi`^DQyLT``ANV#>>0*)t064okckOQ5c#`f?m{sC&^Pu?dh@bC&jX6dqg2r43>TaTpydC*+MIPjrsvkRi-Q z1c03Jy$!yA2>@&Q-=gW!;LI+iIHIO!mprjBBE;sI{DrJT2|i=&i?j_g(Hn`E!}OqT zKJh{3Euq#>^SsdQgEcN76bIfg4%1R<)pU2vZXg_(&0PrPt7a{DiqEXN8VuY1(o@6M zAK#=bea;%cWYdAtYp{OzUTg$WUU-?-v7nJQEwQ*SyLm9QnHf_It`zOK_4ONZ52Igz zjnqEY9f78rfRFfy zK^t~T&rb>AT19q+9T(tDWcYQeXBimu<<}`XD$p*((+zvgohb{TFcLPk4zexD*d&S% zJ)8*GsGo>|QD}8K9p0 zoo{)UpD2#px3a%%57Xh#(erC`57+dIhDh) z&7Vxn$o8IGY{I!d5$RT<(G+CWM^v`kaBel4Rcp;2L-Y_YM<>QWhpvf-R0GUW7uGen z7gHC{&@XT!ZMI!W@^4 z!-py{JL9--Ekp6^-sxCKcT-&Mogw>{NzPd6`UMGqxH zf}cM>(J2&?QaebZY(hcmvqh@Kl7nXoZZGLBJ~e;gcRif9pGosYm9|KQjt$z4OasGI zS4_+s$pKGy?9S`(HQcUzIy8dZ7xBbTWP?s;qSoGMXT)ZZ=4K{(2o2ySw7o;)+r@dR zy;WJdbyIqL_3eQ_GY>otSSN^C3`m+ObUi!dhHw#~j$1GL%DhD5>a&Lta|jZE>gOem}M9XRR*W+pxc)oiDn{V~?bM(X{3ssc>Q2BCOE%I*$&dZDa&g z+qYQl>pdrBfU8_+-qXv(p=^BJjJDdYo}7k7i8;x!G{Wu)lNbBeL7h6&B^Sr&;k=F- zWSLn)FX@f*9Y`EP8;2DL$ou5Qsq930ZHGd?ngl3oTYgZ@iOh5gCu%Y zyS5vFU|h?X1v)>*&wrJmUGvz(_5ohMB2GgaySNUEd{hZ_JaQS&X->_X(K!&dG~x}N zlfy>*-a{fI;6|=EReA^cHdTlz?4=nJ^(2VNeeIJ(fSMb`X>%W;zmMyp@*FmoV9 zH@kZhm!lc6f3HCH>epi6IA4_`;)U*U&d0o0x*8{snqTwV;a;zJ0?jtH6p~PxFTfhN zbG}SlzHW${y_@1w;PzPSuW9rM@v2v4agNQ_c!2U^Wy{u_wdLF|)fbhR7E8D1k1~`? zfqa$u)tyE;dcZ3A5T1#o`gFx1BH`Z(2yMUofy9c2;J5UE$=98`VtV84<8r99&Nlbd zgTTv7b*a>TZ1uJ$m{B>rSsoo<7lwZX&h&=Crj}(_b}PIs`GQ3Yfl# z5sr#wn$p-_AQ<~IcUfi-r4c%DQ`Rk8*l*A{k1v}TgEGZcj71I~?Ua2l>b@oI2T6n3dvwlu?rQt$1y5H!tt#|N=fA;5B1khMPDWcXqGcqu9jsMevaW^(NoLM>|@h9fI+i19p-|g18&?fwu?#5Cs;jq`x)3#gFnVhX z+ou_*`Xvqto(>0_urifj$-@B!hmxDE&ym6xHE_H;U5EQSgeRGfW%f6Jir|RI=wpJj zFg-=$YU`tqeof^>Cd+tUH26-ze4SE?9dl=MpoJpN1GH)MFQv>w3U4Q)dIUq{$7-g* zBw^Hs1XY_?RxGRdUO0DTkJ#H!3mlsZGW6${sKzRNBqrheci_s756z)d@dJohjndgw z0y*e(PGDgrszE+KYk@Am3{H9bS-hrQsUM|gL+DAcMUR)FEhRmQi|r%k#suSy;% z5*aYz3$4&fQ#593)Iv^?9KGz*$*nHm>>4SW*b=7;C>W6?anslkVlGB1_Ac=+v97kr zv^mICFK_>#8@z;{WbT66SatAm8&Celmr5auksRN17kk31AWkwi9ag?cdM}ZX3r^Em zIF*vPYuGuqj}Ga3S>Z#IhJ90kRXM3FL}#Zuz_XlP6KgKG z*41P2>M)f4YO`=614*3JYj}uaJm}KObrULI&4&s)q<%TtJv(ICw^VxH?02Ab;^%QcvuW0Zn45pbw`(HkLgbcKQ3Zd8h}=oVHL|57EWr+gw|tM3y+o znxS^LD~bWrMZeHh(!k6xF+?t;2s6Q8j)uA1&J&NcL)m&-b#R=ch^R5n7PLVl^~~RQ zp0z##rPKRzSVdj(CHB&vCKmO|%ll3~v6V7Hbr1;zx<6~)2IAI}sY3GKw_6-d8}QJD z<_;!aj7c?G-tAr?i;rsdjLX^acvNH81UYsu7ZYH8D_6Q$eXYpa!!xix%@Yu276i}k zr?csT0G{;VgbT+ECag+U{$mE^vHXAgkwWh8JGLoeSmr#d-OYqQ|Hht@8Y=Co^Ljti z=01k^UxCOBAA5SH_QuaK9O7;*viRVOQ>{d*g`1D~mUOb?7!(WveM#}W?=M|h!f0`0%Rz07il2Ewy zXGLWsYEPaq*1XS;piVamxPCFl8N1<5*zZmR?#I}o-py`OUx{oyJqY6Jja4&ft3L#- z5}sAcXn>?&sZrpp`xa$1Rkg_}iJ=epbf#zDzgPf^A$YjK>~sFsKKZaC`NU4$R$gEs6z=a|i^ud*0b~wjJNFy*9$o4n^q zJrHg(2hIncY&Ys%_8%JvReZ7r6_FH7^J!IiHFC9>XG$RE0hSzcZrxq|CW)TM zi<4%5e&$NN{tffNMU18yhE+naS)v_+UbE@qgEp(Q(&L+;-JKk@M~?}NMBYMo)Z}^N zthl?-dE2I6oPUdzd%jdQQR*4zd6z6oJ0G;j5RtWSQX1lET-|JzpKV9u)|F5Ao!$6F zpU2}3nLy&aB9&~z;8JS*KHUw`1c9xB6U92^L8WyfK3xd7xYjh`v=NPx`U(*YOao7q ztQSZ{I=FZ=U*irx6umJ#{BTW%+}_NtFdO?Bak?xOMW`T#FPYyTZ;a?eJ;*xamYT0* za42Z}seGKMS23qJ?pnw9dtCMxr`=k<#O84Drc8abfy3>{_$%>ltS^yZuCoKK#pnY( zJ1S>FRe&x2lXhC*1Lf#tavRa%aujaFdR>|HC)n0yL^VN9GXxat(=rjo8q(HIn?I3f z2UikS0~XYa{#BJ0r&}lO@~jF*@zzQ4O_NKIG^r-5AbYji9m!q0kGUK9;N57$fHSIP z;JH1p>n|GRL1%Zg*4iI0)CN{Fn_3aO9kE9v(t33gC75KZ3w^6}v|G>NuV&TqaTm#i z9P9mz_0pb6d5SdZzIb;ehbT_6X+(wmMriHPZj{+d2?LL)l45U1mLWU=4Mt5Yoam6R{^^pTt5lv9<>^ zjxdMWNr$X>qhjL*{pZkQ?p`MI17DAZvBxD;2>}nTgL=dX0jm2GDK{Ka=^zM{kk#Z+ zy}lw^IJI;d9i7nO+~LbK%?z{&?srGbwY{kX)?mJcQ-5@#ym3GRU8eEMHFRA^#8~vg zxKm_$CiN2GRI|xr&Ly?!T&HeRo>8Xz6W+EZ+sv3`lD}H-hCuhD&5}-`gT?^K;cJ1z zeVsInzqi@FnT--AAZQ9wUa!pxuTN`GR2;*ls$A5@FG8oQ{2bC@Hk7ivhZZIwz{w{< zGv<273`Jlv;iDA=nIbABZ&&R^(a4HjMVK9UVi)x-XPk3^MJnfcypq58U3@av|0gp2 zwp#!1k*S!Nf}*m}H!_ux;P`(N)9)(TZ({o6o0u~Gn?(HoLrj_ff5eoY@tckQi2 zpXxu6Df74d_P>y+?f=Ct|JA$jE%E<%f9^N9{jaV4r$3j4^?SYlV3&;FcH!^q_}B2i z!%Id^4mS4xCA^IK4K9zj+)f{by1s!E(9r?m_O#7%`LB;`-A{XXly&GnVx;|t@htAq zwlBR0T?OzizSQO?TPpEnWo%*Ti|Ah{kFE@GbW!7-Knfn{7^*FK~#F_H!a6sw zFgAdW;I^p)*$80EL|Fq>JW{0m#GLwq5ty*s+1>3O8`!_RoHRE+8#li)W)K%bwEyi~ z4^#$}{Y%#Nr&6yTJSbX}^{+4IAt*Uu`NlfuPq7+HyTe`EeK0V8Ft!wmpWJ3~p_SRx z)6hVY2=d7(pj2Ey7oUtNZ^Qls*SRY|>R1||@K1zSJs=vZ9~aifhK6=$`o>2V7G?-P z8k>MY(8%|(zTLUUz@n}te%LrG9BYB^(d$ukHc?Rm5PoX5U~xza5Lmx(-sQX|DP&W= z<+)LlDQtetBll`p(@BFD(jpf&HosgMCa?V#C{0hmSb(E95>Ij`G}l%-);zu-(==Ao zGd>oA$}2$=+p~)cY2`J~`6-By-|f;lr@?#s#>dA8`w@V+K>P_PFr@v0)$W{uKC6vi zq~K0_m)80=f%PFQL5{5~AizF;J-M8Q3P3#THci%ePnm{jWCOz;tznd|C7vD7)$fq2%}ffx`>{jdDQ6qp*`<L7ytN1nSd?|1ga zZ%L{pg*)|y<kzV)@q7Jj)=O=R{;^W_x#qMW0Ph z$Ln7rnZiJU@fCMK*!HRyIzBXuP-c8({jyXIqOWgY`l-h?J<3!Mv4J;9B>Gtm5`Zx2 zSBmzVxt{&wEU4bm9waI&D~e|)T|n6IU>nH2(LbhudV0?e0W=Nk;#}t^1CYE|HxRQI z<#P|)-%((FlozRc#9fdd;h&=GKos>`VUWFKpMYIMh#wN~qI5tMqg!FfuI=^Tp9>IeTfJgcP{5AAFb;5b9%b!do}FkcVGd~hL1u;`8z-1 z&q~L)tu}#{Jjy#n)-uP?Ez7uC(BqYcM&OK(97OIhzarT$RyJ4p_`C&;)h|ZN>B5Qq z=gd_Nn}pN3EJCO6;=oV9l~oN1BQ+T9-J`kQyLyDh_%p2h8ZNHF-Bm!}*7 z*~y<;V_&AQkRyZG_dxG!VCGGeY+ubD81i~OiT*XJ6qvA-+k{{s@S}qppNNq1a7+9| z=DfCkKjrZ+{eFP&U)(@~1wXxm288TAba2R%0rKYf%RkRNnH*d|F8U9yAi)OKzxw?A zaDhO0{VA?1#~vxXiB)BYdHHdLq1LexO29Fw5LlSM(~D}^o;ta421*vEP5~`hmm-S8 z{Q0)$;YwT3weg+qxh^feA#UWfZeO<^Y~sr4+{YnbT#>w7N{$q>Jc3|iBY70w$9KEO zg~;acE6|$&A%*SZztL67K{sa&F&MV3BH)-OL_>T;AYcG@g+h*fzHjr3ngMDiUj zQ5dkJU_ocNHSeVmlLkB9!0+GF*-_Gkx!kv|>aB}6xz?&2Vx@GqEa%m;A+JYnobAJj zuBIuEsJi&^N=LV=+|`n7Ib})!22ZjV%O!QocuHRQRAukZTy2Y`MQJ<5L;WTJ14%J4 zE2jyP4fK>U0R~fD>v1c$aovZfEUqPL(hc59O*@u{@&enOSl)l_9=Sq_hb(6c;MMAT zC2c6`ad)98L8k0Vgkz}qeh_-a46eL$nBLm#;+k4PA~xi6D45yx)_BM!dTo!gv(DbY z$4<>gsxj%_A=^@VHL<0o{-#)YEc^&nnk;E?f88!etF9IR8HU#>e=&q|2Af%)XcMk^ z;>iY^ey+b#a%zC#TG32K8iKpeK$t`_Z#awX5L@5z6OGEcG*B&9>k6M=!mvNeOYW8E z8yeAm2SGu)ZJ&!6;Fr zKUPorU8V?*FWUmAc9HztrzKQ6ah(Ysr=i&DafdHVz%;L~8%+wxQ7^6!IOFf#mNcGu zJkik|43!Q7#Oz2ya*1VK*p(hECzZm)13L-xKZ`HJYev4UT~zeyV4X*1@xHa@_S^5( zMPAR11A%Q;{nMMAEjKL-T-mVF%TvGii~fx1iNCZ+F0c?N%X!@-RsA0TOhB{0oZf~G zX3G{RkvI=CmmQXL|S48sFGatJZU~6uWuZSCkG_oq@aXjX;wSYfN2plZSCS(x@ zGf_^`xi&rtDQ8e(XR|{L>kKc_q`#KX;YZpk4^v_AaPEAS=7K3Q;y$1f%Ym39Bhg|m zzMAOBdZas@G5x0Z;Uo=n9!Y2{$-Laiv+Y8ptZ7bvzrD&3CjO2GJBx$y#4?pGIHpeq z+M^zkcd+uf)-W8nE()JU=7z2MO1o=jd$vq(No-gHKFxb83>YR)8n}`SPWHI>; z>4rIp3M8&nfGQYaHJ{3$2H3g!cEEQbQk$|^`PG^^R&xx+<8?;NP_<#MWZb7V_nBmW z8lg_eQqgx?1!)?_m|Xh1*4cTLcQSl6CP?rK11YpONUO1ugac(I+p9j=NsB|o5$Yvx zCR24=MaRhF6*i0hJIS2$7FnFox^S$kTdlMC3B)8i+ivQ&S-UnpNaS!UH~Mu%_d`G#g=FMABIn>PW z(Rrl0O=yeqDd~Zp@|XkrU&V_#kUqN0cW zNDdq#k#U0+R1s%&NhxcgF%k$5M#%krmL6;=AOzKVXRI4`-kmtPhBjym%iBe@yH0Bw zQV8LrD036tx=XT|69v5T^&ps*!gOrdOxVLs;dipWASSEt+}ybiaPDS^E=N<~k7%pi zQK{U#mW|C|$cQF3)(*d^9cD=bEE zXFT3P8mE?`ftpzB)-847kjs~)g$LZGTBKfftu6qZgtHXwU0Rx6@*pZ**3)*QP2#Nq zC)N#B8s6C~+lHYvtr}t*bzP-i-Vh2Whssw5-9c*c+V3JVq-@T-&_G&|qSKAyNknL! z*Q(Fr&MgXaF}5uxvsG7&jO&krh~b|i7OryymHWdfI|^7TnOT)h1hsmOI=p4Ry`>RBr-|e`R^S` zE|AX~x+NIp7m&SiD|h&^M40WKjFakw+=el<6{hKA(nt5|F-ABk3&_7`|4QIT@I*g- z?|||!(*S9QAAD=oz^JyLiU4*Oj(bd5jTX**u$b@FIFc)AAHg#)xk#puQ~Ma8f?9&% z5$>Zysy~9#=PquvV%9kSW4ztc_AMutot=QmxK82iI~9KBJ*4dVC$@uLw5#ir#=vSt ziy0Y_vCORI9zp$bbRM_-g#=Gp0$3_(TbGW7I$l$S_ZR6w#VK+N1cyc{9tA_Bq0gqI zy($RcDcSxJS*^5J1u%jA`#gsQII49cVx}0@Ux)CMjL93GG_JeYL#YzVI~wgpr^Vj*&zM}o~T#3zf%wQv|Xtx6r7)H<36mDe*7 zI~|n=p&px0)hkgXM|%KjOi%mM20RKDMP5wKMlvS4W(td*wN1ZKhtTro{j`rYHH;`K z5|MvWG7gCeW3Vep3_q!NflAVQ-&z_uYGY10z5uL9uSGddGv+YGn4?t`hvP^NZn!C+j+>)KTZDRq>Le+GMJ5Y@1`)p=BV|Eg!cIusAuevm$Puk5>SO)mDHY8Z z1NK#-K3`ew!g{(^(`7+@lTD3i&QWw`ah*{Y`p++z7{p?O1{Fspo5uj`k+iXo(@Tnbz}As}h^h(B7Ju(3Z|#3J{hp?U`Wz07_Sc`3DD%4LXZoST=4Iz~EA zvM_%Q76xphl{0D#3NJhZi9eXGu&L7N9`G~ABk!wK;1_|27XSKgp8f-`A?ZF+sIt*E zCp4g>Lcf-RgGgi=JB+%so-v zqLFY6X%Gd1INU=%LAqZbzW26Pm)ulL?NnzO^$~G?$ZEKKJ1E)GN0ISJoX6c*6{5>| zRY^>a0?de$v1M+;NCa=m0W3U+^{w%>I#q#8q)M4A#%KDwh0kWuKhb zjIf!<&PGUy&32Q6EGomEyHMZ?bVmxu9kNWT?Yo`qSES1_~Mhi7eZ7bIE?EEV1RkP@JqwD9rClf zOvy=lC*ek@F$y4wl)e1Qhzk3WO1tQOH11X>C@LQ#mMAh}+2;_QhY~iYcLaIU%!vzS zr!7Fa$Iq^v0U*Z_sf>Pb&ZHX!(MyP{n;aCNsNxDN$9Wb!kQ|;tDD?t+s<%@5QcrKC zc@&s}t+H0<%GKhC^u7D1m8}hYSX35UKIz6K9*G7zWaj}%Rd;<@rRRl!|ySC)@eV_EgOyxefc2K)#d>)|$ zEJ@1HqFgNYsm3z=KljN12?S}Mc@$O{Q4# z2OUO1ScKsbH8;gx$`yUi{iXdpB%m?;a}kHN-xBX@Z?2fT16ehn)m4KC)Ke|ow4tiX z$2M&!jO`WYQIfasrM(;+{iNuT+IMClr1J{9AX4>zT;$Oc{6

U4k+(R_39N=kCe#twCA_p8aTrdf7SnIH6=*>rNvdVccIkFCtGc@Wluv|ey`q) zcB?pq^Ai^Aq{&g;nm&Jejta+=8-sft?SVYX*Z7FXn>3anjiNF{%W$Fnq9BVH7?$H!PD6XAFol0o`+m>HeU3cDR?C4= zLy%9;2~nzT3^KfMSd1t%^osF*rOM8U@IZ{bz@p1ag8zcU|AXIUC5cBNYjtpP%SKv? zsNkD(?vTKRGZ3X=a(5C6=ia}BMP|CHk~Vgwp}$g2H?w^>)|uAC{7(3*pRKi-TZJh1 zw}~-~kT4`99yJFY;dp(t;K@Qho z%+l(cDn{`gT?#sgxdEU!Bu?o- zS_Z6uCXjM#z*atzf&gl-V6q=J>m!s%|KRN8HJ5{EO+m3-IeMwghfe0Zd$hZ36~D(~ z+c!?W;J8{iH>F(~49WWEy#pm&3X~=@J&Jfmmq7pc&VxN%8?zn}YuMdFbiwiE{Lr0N z65lrA2!omSroA`l${S5g%A*Pz==YD)D*+8zG0VT`3USEC6Ic%|4Kgb~h#{t}VlL=IB*6_JKPC*{ajhV;2;Rt0ani?eFVZvvx^Q!6n(YK1a$%^8eCL$u z#%Eq$<*A*)Fos~e9-^HBcDXC!~f-0wQzK^x#&rQ2w8O>N(^`UbNYXpWz0BaZUj zJ-NMOa5;o7AjaR})^x2|%LX%EOv{x7vnWpzp_AB{RUQIZi*yi43tUHM>BFz%kDg3EeO)Vh6U5HcY7`gS72>I=f=%`So)!>P14bmatBvK z#9;W07Lyv8l6W=@J*TE%G-SNLMsgWQ zhBw5$`s^Q(cYNOxZ^v?A0YI_ynp+2|x|#i;Kk~wm85Zi#qXMHQW%P9V~uV zMuie6-UmxO#@wCE)odkz#OC%UPP7$O|Ju&iuI%zku$QY_7p1dRg^p%5n$_Z?4XMmd z^7&AdA4>-~^YsUg{rX z_hsm^0Lhypn$UbtC`P-0xHvL!7E*ARGfy_q*NpYb-6&DdNKnv9V!XXE^c6lmFTLu; zxhJ%37OdkME-L9WY~Qm+LNrG*MDMRJCBuBQc2maW*Q#}H=N8Xj7y`IGr@kaKZnwSu zAQrf^bY35bA#tM4WkR|DqJVKzX+(5B=|svgb8%_CZ`8=$ysSk zxAfahW&TQN)_`ts=}Uf;b~^Q=?o%mA@0B9mYj5Mg^5LN0Dn#{>|KbZHaID2hHcyIK zE$Q$Y+CdLtB>TzsiyDN)4+2SD?Y1v0O^FsgXN3w?@vt)X%k;WFcSJtI2A>}VjQ6*k zx%F$5oU&9CYSobmq|kuP6x98!aBD~p7#EVtzxw0_z?AGX8>~s`!3rm9eyChf1H;gt zrq3bH%Jc;gna#AAqlRICy`MRuzYD!3u17&UUPqeA5|3scZS^k;+NuLl!v<<3As42 zRKk`AJC{GJXceMNt%O;6wAmuTWL@$YJ#j|TaTuq0Yb}c?34#$Tj|VJe2GfG5E5*od}z|Zn{V{j@3S3z5^I5R6v#Lc zSCnxeGNB{OD-(jeCO&ANy-cYGXMLv-4r_=9m51&xYT@J~h8Jl23s=2khRkuSKpZmn zpv;g40*mo>Y|IcC*?bb*LSCMOoRK>pcp9wZwB!=qbdZpev2FA8cxLsEr%;1Bu&6-T z`1qwC4O_cq<3eta%|WXj`&v9UWh~d9qh3af6UDvWCnfuXpM2zLnZOaE0vnfqA3Nf1 z#ewWCUm;HlYV!mKJukZ)34lSch1Y* zN0QehillLfSfb@~eVsBqd0)V1W5G zj-ppoFty2ieXP*!NN{dimHmnRJ{eI>$6@^kbZg*TMIeR!m(F!32Ikq&z=?t8{+rys^Tsy`y*;_o=Rza>I^QVy>sgiM zd?D&iF(GUjBYqWpCI<4-P_Tv~uhiB)feCceb| zzB%x846_Z$)UvW^5$hV1@L=Ihv7nReO^DHgrG7C2T0<8Bsepa$Ue7^~48iZ{_83xu z_Ag-Z8Ps~FapP1vpEK?E3+QGtUhUrDAiy)xVvB>P*|9Kv$@J)B6e(30B`=|mX7zyS zU-!)oAvx!=nil)CEde{BqHW!Qg(LrH??|nIrL9y86ns-Nnh>)I8{be+ixnBZe0(FQ zthN&EO7$y}*=60v^^HQczA;EJ#8jZJy#VzZiKpvt0^1603# zMv(+xBotZeC;O!KT`wEQQ6`R011{#QXM36pXI+zP(<4Q&^vu*4iyM|H3}7v{R40Vm z1Yd8S2=>6aK3^JJaOo-B&UW9Hcwvxl*!RqZW#_^Qr5wu#O)QQuuHu2bBB?%Ve+!t& z2t;;#93X0(6!1%n;G2ib9-^Ei(q&4@!#g_3nOZGnYF7}zbOp#Mv)hzsAryT_Y5Bt9 z0&tSF>z!yq$vxhDw#Tnj4RqFZn;6dcsRMe_5zJc==v5{xbRaDe7)4VrVZh}OG0vk&nik%Y(T2( zse<&>$@oD3C0jwkO@b1yO(PPu1O*=t?8G#axP78s69EhDxQe}ydkd}MUDOS%I9#Gw zuHn5U>fLc7lNAy!A|-V>yn3xlmrFBqQCdkEBJ&&f?i6m$fQl z(awe?%ny-xf_r=rpoCc@?w+@6S*D{hg^smTl=&0-A1zKTTjx>*y?<^wIQBo*brM#t z1|*J+BWsAjar1Nu#6JlHba5||VL@9=x4^W`P7NPNB?g{*Uf~-K=c&-DBoT{s@swk2Dtp zjUZh1s@1Q~BIunT)~->83f2B8oxUB4{Fz-ZPm}x90}}rU#}5>ECOp`=b*L8FPrOSS zyX?lm%GH){`Y<|2Vk{;sIU0`<`$N_Q$}?%iOU>7>2;&4y@C+4Ii1yktNv^?)j2Zy> zpQ<>=1Gs_{;=%9X3bHLJzg^o|>EqvL^v8Rsb)4r15uBW5d)Io;L?tuQh=#uTCPGIF~L0Ez?&eFKP4cq zM1@7iur0sFso^bk2&nrgY!T~P>S^M(HM;fXN0}+F%r!N+P~j%}hjbKz86&Qr(`I3% zrPDgSi`pDP#>^w*PVYCuBn1g^Fc!)8^;l}6gf^nSI;-C=@#25cSITDGaScrUF^Z)= zhM|e1sG8k>&lE87!9*V82AF1e(C(V7!q*{?*p}nG;qv)TojbXimRGXrhr!ww@2S>L zMvBnNX86DsV~jIMFsl!ihh^lK1K+|Yf@&c1-CwsqQ}i(hB-FA5#()vPJ|x#q=%-ZT z%6w_>ikw3V6XK2u)WuERSXaTcLC1eXL@!3wU;~6JR?4UxN&Gm|r743?cgaLuro>+p z@>%a;2`^c&)MIp7DcV3YU-s~STb&{`QwNhR4LY7n=&PSefvkL6#l-sX;~Pty2n>Xb zQ6K+!{Xf6Dum~`A3Lk_%>AM2pYk7gR2SZVS)W??*%En6_DTOaT-mBw9tq8Z zcO^r|{Wc&`rFV>sn9|`Gee6rwG97tJNa|^cPj;y3$lhZ_w$E!om#>FVO=@R6Y>oFI zyr+?(#(jqOOTpf38`Y?K$yU0WiEx;^I&!0F4-@{Mgy>*jx3?ptFU615f~&C zST_jY)K~$Dsa)^tUshMA=p`jzlUW4dj~`yd^r_j@eKrM)?x<0I-K?|J)$l|#0@jxL zG4B~(XxNivUVFhX=LbCIIIc)7F_4%c1RZ5F-Why2kSU?5`RK_n1J6v*><0Duja5r6 zpAUAy3FV@-u^)TXK#|J8!Af$KDpwnqXteg{0?FKJSeqB>k*?^jHY6vj`mm6=Su!MyZ9&)0amr>?JWyz*#esVepTO?5{}C#o0>7A@z!W z&iFJkaOmdnGjm^}fTICO{KP&(ozGX9!=H@{eG;T&7ul7$7>J3XJ~(A>iEMD1mg^C6 zya>W1WcX=cX+}fw6yQ3YcJ5Rn{T!3a;HDhwTqztu>Ej-lmWu_hR@ZV5yx*uwoF4HE zetM3$57FlSoX)_HsSoA^ySe{G$zB=WF}#K|xkd}gpiRC{**kjE-pkN=0r{r5g4VQX z-LD6Ahpe>x4)3!muy|p(&;&_{|LizT`EzR6Ir=+U|IdQbT(G@wYFff_xi(SNIp_t4 z^g5JcNHV!GNdt99x{{_?!2$A7B^?2NNk)B>HfsnIOdoT|>Eg)x4fDNPyvBKec(i+Rc<hFH&)dplQ`pxg)9%huo!_=(Uh<@2R;s zjRVF|*<;i-@EJ8X$eMsFKZ3zhyNIwbwRpbPYw;Y4Y-wtA;rl3T-_OW6kJNw#6DrU8 z&GUq%I+mbg#~j092XTFz#RZdddxej6Iix5r%-==t$47h@*qqNBlr{lJrZU*bO)xC9 zd@C{=74sr6OvCCoIDPWfl|AqrlSXSCGWci27z))&U%ef~P%I>T)%ODR;PdMtsL^9% zqX}4p_fNOldsOC3cJdYKt5Eza1?Gbd{k|dmM1?&TcWsY@35HX+lu+JX``QUBDgDbZ zm1#>Mu*H)v2JKhPUXM4{k5E*Sp2@2+Q>vvyL*SbX6LHk%ikbV*D=yW5m)sG zYaj>2(Zt6hQu0a!+hKXvuPuP-KDqLQ;Y$z+vCH1@w-@P*u-1zQ`ULw4bo5zar zodUDC^l9dY6OW0)vh-#IHYE~dsznurYu{?~bwCV4XVn)WKZ<8QnxR>!7)GfJ{?ry; zvYNfI+~6`TlD8nn2Ba6bU)fi>1eF)8J;;vVlAUe58^7^q`);qBc9=X2Rr0%f>s(V$n)g1*IYq&qwA{@3+qxeU! zn0Y8=9np>&g_pKKv3>Oo0Sh+bKd*h?`BA7~`i!xfo#b?SKd}fmyr$ICak#?dmjNG)sFaHih;<}0rTLg!ecZCpL?_$8ngfl zRBtSOLbFt?0{zzH%(0NJtYU60ZE7>tQ_cc> z-cEmO8#a_l++5|$VCCv@t@JTIzBBx*2L-dXFSlY z-WeIEk3$%ha}uJnVn8WJK4bmZjda30`5ee99gMt5pB<)}nR(?XJ)URWtpXXWj>xux z?CP+I{Mr+ZAZax4v>`j|3QOpsrh<&ONphy8B?ZH?Rs`TW;i*ZnQXL~H4`0FI9YwzR zkpr;J^~UkzSGnKBgIM=?pm^CsP6S37{|fu;$GWs&S6k7NM#=atRU=NMDzYoP?DYL= z3oII9z>ea+C@mcOVum}A`tW470h1h3{PV<=U~ zq0lqV$lB0@sQ%i6P@!&-~ z8Yj5&*PPEjO%(30FB8@$QFAcnZJ&xh1?QyOi0VC!vg0joK!h2jEn#aART?*XA`3mR zgHP?1o!*k^6z_U(ZFw;x`*xWue#DJ4Jc2$Kvxk)3X6IGmG1OWnWOVSG^GFa2d7HAE zzs3{ym%?ezxV?C*+)dxDNTno;N)txQv)CuTy33xGC00lQU}#CxDi6Yiu9K?e-Z2!; zghY4+PpN+AG=w1%MnqJes{*LJ=4Y3lTYgWqju|Ve;Df;V( zKzRqGZO&%<&J%C+vu@|w)Wt~eGoo(I(#Vw!&LX@QF){oiauTB-QD>%j%jnax9nZ+p zED5c1a@}Ms#7$CayCUQjB1eY$DC-U z08+n*Rn$ZCbWlT-D(AOG@Et=<$ijbl!Cr(mmp-r6v%N}SY@E_vewfo-spu<2n2X0D zn&+2*7F<4f3n=nzSa6&?p_U?2w zr{WuqqZH%%;X&=KK22~c0_s=|8>j3j!AE5;Y7*_ZW;Be0>`D_gt5_CqFiPz^XV`PT zGiyi3(6$m7I^x8Vy?qDfjA1+mn|H+J@BDI{i5{~HQCC=8$dO{uaf9Aozn{FSoEFHz zHcLGmi}dYr5BEp3zVC9J0gJ}`pyyL4io0Gr*-w8*)USGv7fNZV78Q*xJUia@#`fY1 z>(M_QUrQ;JR_xZfzEdC}w8`?=gwy1;cFdhe44e4rQM8pAOx};~9gcCNv>ZOnfu?Cw z@aEAh7-H5H`YYcid*B%{tw=Uo9M)$H zDkCT}Mh^Smfkr`pmCp5$5) zwAPe98$Owz6%${B_*kAs+Xo)#6a)1d50^A4g?}F3kJ;`n9hn<2*ki{>XAwl``F^b4 zrPS!R?)_Rf36=shfh+$I7xp4CSS$d`A7mA>TW_MBKRnZivJG5hXlGnu$QQg3q&%eX zZ_EnPW~KdV38{O=WLumNajVkh^2LJZSGDx;1Jade0;Oi?(I}~m;xVNZE{=S#J)MlG zkwdf<%u{f3h}XnhRvz>o;(3T)<00`F8P>;=H%AJ`|=4v*F*L|2%6R?ZNO#SB8>xCiv-=`UWeO-&F zWqcut`2MU1Tdz09S9w7^UNP6vr2bPK-m*wS?ngjaQKKt6Ezxa-)v!fuWhx*3UN7K> zx^`j?E3WJ(B<|;;1H_*@S6j1B4z_7?C0*o&MMRGvFV!4JJ+tVzqakEUY<2a9myYjV z1!u9{!%FweDTMiuhx!dwnU{HXk^+vXs<#3#%++3|5HJnBHIPzqCyHvrh8(&t5Gl;B~QpY1ABF2<=X1dNMg_IHN-8aP@9o#imli zAbY8%pqG4K@i?FmUXk-MKwk?4cP!|8vT4~03r!Bs4OcSFw(S>E(hrN(pK+gGwR0Jn z5UsQAR^oM&uADhm^r64_+9OJ4QFAoyFi><>2nJ77w#Jw#;XeUgirW{f+3%3InE2Bx zAV9fg%WJLIF>P6H7bzN3s6=1ZEXk<)3A6b6p#%Nu9>x_fLZaQlt{n5Uz39Y1@y5fe zx;ViKPUM$zDWkRBN&Ev^@|s^fJIXCen3=NHs6t+u+jcwViDkq`2O-uAcI$K3TV20Y zk*M-dsvi2`)V?H;H>UH}y!CvVj!W}Y=B^zOzf!A=QptDv%G1h67|@kQi5xVoUhpdL zR2;=bq!2Nx|jD8=)1Y=<)2Ep?$*-`y$qg=4Qe>E7aZe8FrMP4 zcDEQ7g|*2i<1Kj#t+y((NnsM=vVQQbXh^3a7aeet_|^p{u9+C;a_;oNXlS2nQb)dA z7`Rs}1B0@UhvB~srh&m%DOG^m7{S?44(e}Qw$xEj4mLcqzzWj7` zlgf&30xh*`|9EK;#=;rgO-!u7?6ltC3x%&Zje%Jwu^A#sSw!~p==C+&ze(+pcrG@1 z6!G?EK`4SV>3hhLBDz+o@0fGQt%^BNKYDROl94}%3(Njb9G_;4=Ur)=Jbes>*ZKzn|(;DlKy z)aWYya%JVgG!>?yr@1!G5^LnXpG4v$sh z4L3e(38sC6UyV~dU=t;4Gx2BZmZ;4~sl&9<#|SaK)$_1KWmhIZ4E;qbpedIq?wk4@ z;zkq_$y7Ie3a!%ic~mXX17nvpa+C9}G-1G;vL);B<@_C&fN{QXUG7?~bh%N8-F~ne zpo;MdYcZqYEhERcQdLZ6b&CRxBH}DxjMWEFkC;38)U(=>)O48c+dwxz@^js;$hZAT z7pQ`J*0^=(8{$>USQrpl#JNtMF(@b0PN+taX}XMhU19X~q0=H0Ra7=-$x#U1NRIBD z{UsUfrHweL<*Yr5@aN=5a?}FFz?Lf{Dn)V6gRn(6az&0MD*^s0CqCAUegRAouOk$L zXHy`2!vi|0tlmSznjD-^63!iu|7IyZ>zFxhJ-H%J>r%Gg{j8)ek2*J4L3G5D#=6xN@Szw5yWdajiyXw*CttkU5e zI6=Rp^RaScV>%&RQJ zM^j>5k>S=JZ-KNU1>^%jLIv5P4CWffoT)j@VXoth#^zY*Srb)Cg4RKEo_&z6Pw-+H zju>MDgjl#?olGQI=sBm~cjj%$P7E z5Zz(9R^oJPKD)Vj^-F54L1PMa>x>2qwSC%1sn;0QmGmSjXSras#A755M9*42KYLgr z50%XMszVN^s<+E1+Rz@yLk~PW?jXW9{u z!^Bi?dyA#0bVAR7ZycA+m)Dq&UMHOf*2bPa>oLf1LKQGIXtGi@XSOcKKZR{?xk=lb z+P(^ZH||Ef{`%ws_oVDqDnYEf3{{pRAs&nK)0m5iwhah(>D1wJKfbw0QeXcx0Z zMS%Sjo^i6HZ@Zs`jj61=f*ZSHpd}@1%159EV-a;!JTrqMHmxTV$`Y+3Gwc-k{SGd@ zwK&8=bwA)Ut+!hndSrH%6T^E*=czYvzL|Cek8bWwy(72}#;3(%QSyiPH6ER=qgYP& zY_xQJB&1Art^0I^QZ>j_k6$&3zU)4;QTa3z5VZRi7ZxX3e)bFgtS<^V=ko^LAX6$6 zAtx7gx32}AO!(b+9t71*cM-r+CB;Yvf&G*&IjePXo$f!7G@Am`EI2uMG%e@(uge zgMp~7Co700mTk=--J4D7sEc3^MpH61?jBHWgfFqe|6OK0_AE^@vJ za>BC{L*c?c2=iT~?C#2q6rf$sEc{HSt)mO(G+mDEBfZc$B#<}WBrV94E);^9JeQj| z+3&?+mS3n>e5-`7#rr~6Kh>f|p!ZG*I);L|WLZQ!%N8a&62h3hUT%qa_|BeSS0HO4 zLO=R4LAO_>*7|5U8Ayi@Tl((HdsEY0J_hNzlxlX;qIU}+0fhY{1>X9n&-);9YqQbwN_QiMLA2D8BU+N3Z)7W04tkwLwr3<@a~-oRKA+^n29?2{m5I0T(* zxHE=m?%qw;~zpn1GH4c(gSv=X&vUXo7%pw(@LN{0QgPSCGN}Mj9EIeSi>>d?TGV zA&z}(%!!d%#g+hF9h;)i?-`)Aax6UcXl~hF$Dx7bPF3Cjoi7N57ztMvgd%}7e57-l zl#w%!Uf0~Zr=%WZbdBa)tw;Hh<*_bYjrn% zG3k!><)?j=#=9j}eFUDqqDu0$RHrSowCMhy0OkuB^oCJd6O;#c`B1&vCD(gLpI1LJSF3mx)e-SfQp@B? z_%ryK2*(R3vG-QYm)eQr77jXS#j^2AFZC&9&VSQ|#^z;ppXiT-cvj`rs2;4CM(%YR z2PbTw(?77$h5juQEmFOe_c+M*-urGHcA4&1onGL{pXRC84}yw2M5ysB?j@I`!&sGi zdg;IOOpZ;p@*mxO%?-yiRzcr3BE~2ED`{D0Ap^hQ23hIKjLGWyF%ZA+4AG!7YLvWv z;GPQ@9BO_v*_Mxf5zuVo{yYdMF7V~f%mRz($#cli>Q<8Bad7fa*%%6l4hHaY-1Yx_ z4#OYwcL;E%HBAGR-Zqq{2DHHIaouH!`T{+KdKt5}GsE#cp})>eVF*qj>gptOdC|s0 zWYE;K!_0-Ot;Yd8h2n^B-u*$qs8W3&oM^ByzNy-U51`@~m0}G8sCU<^s@gzsvu+7b z(40Gpl%ZtlZ)#B3r?gX~pHU8?&!yi%JP|R3nFHXDr@S=il~0jwJv>{$Ulr zFEGuDA`Qj18nzsKYVQ*#!@!RSH(G~1B_%5FPrrCoQ3YZ&f_FXB8R6n&3Q(Qrs96>K z@m5ZDAm8=iah~93*L34n>|S^^gpa*%(%GwDSB<}kX{>xCm;%-?#P9ph^;6`6>TBUC z*jR1yGp2nL-Y5x_Pr7q>r2>BcB?2}_xK800iA+T}7l#8QX~DjT);%Z1O#>~49qL7@ zSm@GcikUKxi+L}GmGWK$4u?xuNYN_1bK|^$ktky2cm6<5`(qj*0-NDwx!(=V?a?2) z4z#sU1uo4p6i5PJ(J@Ae;5$U?_`6FkSDOdre3%*tev{9Ff8Lk0r%2y&x};i03Rnb$ zOo66Q@bkcD_!O@qp6hE^AT*Vwjsl#ih1d5tVIB1^O0nxV2yx*~N-hhc(x4TJ;2=Z_ z_G!sW6KwGA2mP*K5@KR13iN(ZDOVx~QIDFrSR;W{tEh*vj{?zS$!9Zijj84uMI5$< zTlPkG>v6cgz#tkG#aKF(dWhlkYqdK84i(twE#90`4tAWl5Hs}juA#p?>~l%`PH76+ zH2>V0bv0bfdtnf=O&ouCdY5&~tZ3_p$9U8c<~faV(2PmwYt-C3p_2;UsX^+hp~3Mr zAnto_%H0?lSkEE#$?6PPK7pG1HU*jlv1NWrsrR{ z_w@HKJH*@C%ToV_r3xGA%vn*_0dI+zSe~WE@z@gDw$C2rDT}+6nZ0O{giTbyfvz_O zy+=0FMGs;vzmR6X8zOGDOAguVg;k9^bBLK$$lXI{$M>G(3V``1{*9yIUYRQ3OIC&6 z=NuQOuO$AFujY95TWh0?Uc2e&P_W*&V1$H9ecG|y zVGa*#4?~w}ad;kVVq`m@uoR!!Fx|DT(HuMWTGNtL|u$-8Tc*oD!VH&5~M!hIQ zcmn0sjG2t-)@vGy4w8%Eb#E=!NZKXDxABxUsLClG=xVJ8cB}w|+Fq}*tF+BTW;6zn zy${~=NO_&Hm=?>OEi*8!{c_hH#lK{}>^vahkkl;})V)txSZSX>Ocb88TP2`LRQb187ZUrC@;w8WCX$*LDNoPe-02RCzBCCwHbYQ8ntO=m&3om(!V zl0g8IT&sUPALugQP|qsKekI@Lke-_=_*t_d$m3<^GluQB=Jf5lo)EBPBrfDHIO|NX z`qJPzOe!GL&}pUrV4{AJJlEV^9fRjNJo}Y~h+F>auOyu3fgV%h6yN#Z+A~mL`Ftt#9E1njLcmB`>pqJl#dJjN(M0yb2)eCmFSy<&l-KZKmfxzY4Nj`dzF*W zJp(e6QeIlz`V1r}^3^IaT!^EuxjSithQ6*N%9ElkWmAzDDPXNID%o9};tkB%loYqi ziC=B3&vp844}%a_e}vQU(ou*Ps^2ELhY_@ zKpV&r+?vh%tee`H{M%&Ctc=+{v*_LariBc5K~e1k-QP?fT?#R9XB7OQu_zBOEMm%O z#-)Y8*N{^%AUE#ROV2j5Vm750RH~$!ek&BJee zY1i*r9Z-5@ICt?{PETZ$hU8;B-PfpN$x-kyNk!tRk}C7%IMQ$|EVli&U#*|VXTbTU z8b(>jzIam#z_z#C+bq{>R?A3_&u?0qL_01dHRDui%1olYmp^iRfS1BIyagxKT*PH$ zbcx{wT6c}vm~@&&OQli zCoK1-I^{i!+pk#*A`_2BIIIU_wA9k(gjhm#k0+(xv)kvuwrlbW-M4I7OOy#eOOJ(C zsenV#DhF*d{N+JFQrU^z6Zi3lU3md0io%)3$qHUxK_BQ3Rt}(@tlxK?(N0UEsal61 z^<|WTMJ)?H4kzXOv;Axvj=#U?UC*lsTAr9mK;_Mpg$+HfW>&1+YZ;8=99TIV4}*&0 z>iD7qSrnlNT77uD3}t=j{bL?LpiwChok3|&BVRR z05Eo^4ge~&hQ;In<7|N0==D5fV2_fobZ!~1v-ZC~QZQ?!JwIK@F36n}m6~qpBj{sf zP2CHs;pV>u3)3D}e4JS%U$I}XtkMYUFY?c7A@?olD-^9lOW&mLqg=8zP= z$v(= zw((Dl<%17632nxcr;di#4;WfWWpEoQns_dMYDD+7e&;*N+1&s**5 zyuyJH{_*vJBnz1EwFUAg$ z(w4QwrUd#XVXZaCA(0a0(rdT=i?+L8|56F}KLKI#a>`1-m4Djq6#hFOjOm|kcZ>ua z?Ck#o5B7g8yZd(@jFsiTt-2GS7y73UCi+hy>^Hr{|5n0e{(}>y`XhzuTG|-e+3Q*v z{MTmKKP9lAhP?kRhyCDTMyB*Xm;bku`%g^SKb!sjl_~py+WvFZ-w#vv(-!!Ds{U9Re*M^M|GDXpm4l7r z|CuRs0cX~@Tx%jwTQHdoK5+~>nRS1V5ysSKh`^jU5w4zfhbH8N%zGw)$PtZp#T%GpRc6QG?Ut==2uQ|hnqF5oc%qNC2WR#ZL40 z0U(eQMu0#e+uLFA%iW#nz7)nGlXFIa35|J!4~XMJi5OZ*=rw_n!wv=DzVQL(Cjy8` zK@r!0f&hU4_Koufj=fRnG3w;m3|}3TV@z66~?@Aw&Z5&-46>^?UCk#=4{;B{?`eB!zGifF#<) zHE@0TG1MA}djP`x+S~;%0lG!OPJA?TyhV{o_5d(A`sBPhU}B$4=xex8d>DIl5h#EH zA#eFt1U3Ov&H#j9X??1wQEt&y&glX8cBYR2`2BLc3*V7HsS#mrxiDaS2{bi&A@DK! z0CnK~g#g>i)cj1WnfU-BYTiLX`sKx?xL1&2{QWH%eYPw80n4D?02qw=`0jHFt{9Y= zB@jUUztiMTl(8mQ%Ly(LV(94PK(Is}%J~daxKR97o$+(|g3lv<0FsX{t<`=6r>E|r zntL16U!px5+&Nfd-V7MXv)z_(a?JcF6qICSP(b{f0CLtL`7_l(qP$fz+f&;{6EJ{Y zRpQD%JVr1k026p&uS9o3zC5`A4ej8}J=c7=-x`R%`~X}SAh0!ooIMD_-&0YHLYLoa z`cvDuN3b;jdMDsO0N$Qoj>e(7DY!_0&#!DB&xp{arBo?cCAXiLui7#qA_Z(cvivGY z1O${|AU^yAj6N+b6a+ijt`9vme4Za-6<~dMkTDs(h&MyMaB0L*2n@nkiD7yf zo$|a7f?QhK^#h*LK~nm>tG&yypdNz+LynAN5KbA2m31$VS)gFFfYOOwsLL~FLytV= z^Gv2zjlH6N#<0!et-@HH=&xXmPbL$^q$XaNZoD|~AH5bbu{$!VvZ99+PSusUQ7AAz zyf!WY44Z`JxFSN0g{u{DNKTnzS5 z3GM!rtg6#K5&6YMjXeXJZ`s@d;5sT?`IDib73ZClD!8f;m#4m<5l z)eOFrMyI zvJ~6-ZbV-CTj=3|ClIna45LlS9&OcdGCn4m0o5cXJGgv#sg&$fPRq_JgSJ;VprR*4 zZ%N!7n_4k=MuSR&&?GD)VeVCuV}3l4s@8ehKrqd4j>OL=8hsevn&SMLG-kPKd+z$x zYo2O$=~GTTrALCP`#v{cx)g31_@Pr+W#4M=kX+<`bVukm_0VH5d&qYw!7v*CaDDhQ zhtfG4cZZF}XpET+h=;jT#S%s)SviHP5vu?6;@~~Gnj*ad!ug!$N zr)24+992?a>i#N3OFY%9Ar;lgdf60J8TYCFsW!y}HIvuDX7|(jRerSUMeE9l)`Jd7 zF3;Hvl7K@0WP=>Q=(Z+HEcALYe05-UeO12zn$dfRLD(@aZ=tQF0*dv=QdOx%*dnGo zI5Egn=>$$@sNQTN%#-EuZ1^eD8VrT6a#pcuPF3@|%LvY8#D2Sy|Gta5Fr&@zgJyZ! z`*WS`6QE|K$P5#Qyz*Y954$-Gu-gPFv%;!OZs}f6x-H7F*TD6IJXGNv;cp3K9i9Gc zJ&QHHYE>~^q6jBTvy#z^KaID_x0|WqF>%w_b)@NP12Wh<8xL&4+)Y178<&8iKvFzRcmlos++n#zehJP6d9D$yh&?Sgn3Ge?Rz zG|L86a@}n#z?|n<`cN3l*+a;3@=~BMSxafVm>}e!Qbcr366_b=Vs751?+bJeE0Nrb zm)(Oe(Ohk%r8K>@n<=TD!Sk)33Etnlzv6~ueykyz8@Xn!Q0O~Fueb0zN83ej|HzaEm|mGZyZN5khzrhZ&7 zt55~VyoH)>D!Q1W$dn;?hM_+v>eHaP5uw#bEJ11+kS;_u)(6UFBr2*w?M6a?fW3%F zKfsS2%NE}A=uQO1ZnaPa`-o{G`iGxCD&iM^Qi(f^3Dv;iaL8>_^Wq-?)~FdNJBFDE zva*&-p|OgB3%2(ht|pOZ9~8ZY);>pD%!1w|NQv3i7MO2ROyiv^aQjbRpOGNL0xGe) zy;rsZGLx{gz#;saDb%B1l5IRC*0b#&1ar$?X--ossN&kXhjAJx-^hIb zV=?@9v3+%rU}jGILkUANBp1HtmW7wVt}C3-=?a*(cHGA0v0w6yEl{lhNxxe5XrG{e z7*=1r%=Mxy1&8)=@3}G!UnUCs-sM;KZu{ZwB%R=d=iHm3E-0@o z<)zy{tb@|&6u%QeAyg8sQ0%S9=U3}x3kj8ASLo7of{p_u>x)yE@O4^pYK)0 z<8jvXG!+2bQM^&~j}Pu~Fgaf!%f0iJKfK?USXYr~@u$_)jAn*^ZEg{y-N6*8whf;> z&OKA{%`Ch$P@jW{CmH}rH#D8y=FN!VPCNp67g(m=Wy~IVVeYL%mAZO2yk&hZ-l^ma zw;LIQzH)a(?rZyc%nVQk{%o%QZEH0Oj9f^%f@AKeclz^L)&n$7v4YJ~ra6LAg+8hN z4Fg3hOHoUII&f#F71Gh~Q3bb$NKPT?Q#%;>j2BP?oOwH@`uvz2sm zeSb}r)Y$HH$2b-RePzjDi@7qUQfN=@d7Q&6oa~U{!0_D0@*Y%hJ=r9kPf>WtpUZYK zT>0BG6_HIcR;uG2Gp_dYN`D?p7Ai(&ap*m*IAKc$w9+r&!-e?RqbVmXRaraKoyBfv zObz@E-d5Oe8tV}RVI=-3AFk?s{|J}bMb4KeW`@JmqRYjGraJ6o6Q+HnT4dzKflsm! zO7$t5y)2*$u3}%lV>-4{MUgF2Zwvb517ZuG63^9_J5Ky${$b8pCCq;E5L8t@E(l_3 zK$r*ja??dd<FnGzlR@`DAqf>iC3pOO^1Aydklx)>ioz=y(0Irq_q zu|2fSgc@i%w#Dy>U2ImzDFe01Fo%^!D@^fkORcnAGg-8QTy+(L2GKl7 zVw=>d6Ob}aaYy=h`BuQ9NOuwR6eL^^OD1<$AnB%0I`nDGcCS->++M{!4Lw33FLsL_BC_Yd!Fbl zkn4@v3{k7L^U!eY?HLcrtx=OhAK9mfi;v6agYN-jNgrxsIQTWSseO_I1IIgM2m{*v z+qC=Fe<*1ra+xuRvhFR@*k1`c+X(feV!7pR>SN3>f%|pF8EP1CEo0i(u>5I9hE709 zoeGN2i58*Vz&2BCZF%1A2#{3iwH4cw@H{L%Tk;t&DHPg@WItOaV^`@I@93&~aHD|BNwA4&zI#Vrlmv4imFmK-U8=3S` z_E?s5i)&tne6!=)KC66R07zzVo09JQ1exZPuSfKJ0lhoa54xMk+DU1qCgLD>k(V6W zf|+Kcja4>VjCm$_V0YJ$RLVZ-R&9_8mc&+5@St{N=}NHJ2P<0QlMg7bvc(_#Y6b3G*$wm$gN!_z6uK6_$(bOZ#ItU zp4}Q@hyAocfn6!h+j;G)5Mq!U_crbHx+_&im02#o4)_fZdw_UqcXG-{F^a!4KK(uu zVNgGZV^%dun<<#(3&{>Kd*{w@7t0;lojq@9{=p2Kv%?*v} zp;%{q;u~)~9N6W-Qwd6}A`UfJjd*!y9T5-QA8{sfmzDY~$8N5&FF(Tp6!Z*Uaq{JF zlP?<4mD2XiM1IwEo^u_@R5Fy{6$dh0q&};R3EJ+kuhoixQ*kK{jwzF0sah&bt%3t1~p5wcZ+h2c08j^vt^q75g$daOgvI|j;zIrNT34tr zm0~=zuDLY0XS68ty_CXqZkH9_<=@&K3{sNUw-*?^9UnyxEizT-0w(ElbyVpowK}kJ zPT2780oVRTUw<%SqAX3y>;#S2UZ~IR@4QOb?tBl=EI`k>swEjWNqc?BT?I}yclqVR z`UT?~ckej6sKWM&%FwInQwQ|VBIF5I>5a$UJ)78qw+eQ!4~MBjwaQw#Dlqpu3DG@= zvk+1d$4|B6XJ$}^ZrCkvNc` z7DsK$&DN>rr9uC%23OgExX~}SK{674{x~)56Y1L`CtPLMZvX;Q<>dEl{hfP?*GYb;se znb^q0kc@VYx@#4;^26MfmrNTP^shrmF(JVD;AUiT zTT%RtU9&O{>^RExmz~1;*9JJ4>X#BfvqrpVCBUH?GrDl$X!v?nOBoMm zn|Dgcibmzr<0L1;_*V`C_*B#hTP2}OS!&p8uuL~MoC}m5nsn*focPX?M zLZl*2Bz@iTYhcM0(JS}h!yMy+jj@Bg24K^71R!C!{Y6Q-Qr9TW3Zdvn$o3&m4_Qff zHS@B0w=O68(vM>!QM847t+d-t%~k=2I2~*6#K|ekvu!D>)TDQGhSElw9&K0R?>JWA zuJn@cNbwcBc;T5n!|k;Mi`Utyl_My^+~pA9OAhwjFepzJE$@AYpGbyQZz*F=xT2OLS|oq1-$$$; zHJdT2wGckM3TMjccmQrC`8uxiO{lftj1M1VOn5pdweeoR2qO7=ssNm8`}OsY5tXJP zp3u~db}*BNlL@`elvYJz@q6Cb*S4OHmFDRcuWzJ`AzxTd$r=_;rZgbpu@fE_;$6Ex z8zg&>3b(~<_6koJvKp4W3|$tJlKWZJ0jFzuxE~X(N+%a?QoRa(x!1e9kgqLvPN=50 z{Kk{*0v~&QOBGim>u{#PvUF*B4DzRR$v%#cDevuhz56(aYU1jH#S>1YnlYHQ?_#@W zDVYlv(|7>+(@0ym{fp0PUG%g&kB_5*F<^Vj`HTycWN!9-&wWlemL9y4=Ln%-;lZ;& z=r00tlV_`!XnvjlbT=FeVpc)SY>|kl)yLvvYk21u zRAEFREb1~wQ^8id-_aA+CC*NA!fLt&~nt+;-~ z3xsOYyg@15PS9%iST^SF?*Jj$YIlY!bvjlSYh|i2>>sMk##?duBco|JsDK7;f6r%; z!%l*$o9(S@f0R%<_)Tr6-$Ry|U*#I3~h!SPWaxk51ME$K#A5 z^A}Ea=ugq$*(h;TCe12K%1~kd@92~dY0NVk3K0(hl0|IR5c$Dr0h)Bvwb`=3Jh&ml zpue=6)Afr-rN!vol_|5G9>CMuw;Aoi2UDylO6gr=evy2kbd zKTw#cwUvXQptTEuI_)nG0$L8%e*$Ez1Z-?9{~tic#`3d^kgkom;Xfi!0#^3_YbN_I z02%Yoe*X z^OTg)SNB=xS=p7fC6{@2{nKexkz0A*5QP~OBbbChPgF#O6paUft%#$l5-R{SG#4^7 zG&T}yBIn2~)(brsQX<*R79a@V{U;)!6+E+@N9}J6jxLa&{1AYH+#GyPOr6)r2pt`rj2Ii7ETpp) z0T;Lj^uPpA4)li<%k(Ys*`@_fh_LYaZWsy>29;|D;P|+d^H1Su!&n6dqz5yPfke2t ziQ5BV1ziKyQUWg-r2^xf(9NBx4+0r;rr08k=Z@=ksye|IKCc&RoZMn(>atVCRa z1z`nG@vZO$Fr)+}6H^ug^FdsBaL$Qs1U?|$9$AGjur&BUxMm@X-+iFWCMd;eX_I@U8Sak3 zgs?DsYKK)MS2u!X7@2~kpuUxz2!}l7W3|sA_K6P+3=ED$2WS8W(3GZ0@uttYGJ^gX zAAMW@nDb8#rX4`jd71;8fi?j1c;&ydVXy-O!nw@!(ZciQ{K6)ztpk!0Ad3Rf&*6ZG zc*s7ZH_BPvemVTO6sQ8wOhSLH1yb?q{*lPO^B5E%R@N^0cD->K>!bF@w@ka=ix0iI z1_ubL0N_QP=m3bZ$*Fx369aL3CP#s8-mW>RM031dYCg!7(Ja6KZ@#3T4YR*QR$uX9 zXTF#S9DKg33PD`u=@9te@pI2>ZR%1wI%>c8#y_hQzWEZrtM0r}-@bpv+0`|Djmy3} z_k0gq8vxfiy_4^Ww8})$E9OABrh?vl2YCT}@wA2UE5^i6e!CgsMrsuapjdq6nTRUE zk)cI(UlM>*#!%1v`T0QT-8P$jHJN{8v6&-almOWRe0J$-)v2g_4L|=fAXB1m4(ShP z{&dx-;b zIh}>p0jm{z^Q`IE05HnmF6u^v_gQ`63qkL(xU+sp$E`obk3sE$`2em1Oqu)w_9mXe z*Kz`=f5ndh?y3mr6`q7oWt%L z?Pn5%6DVc@wY1=r8*sHH(5CM)L{dB54NT*Geq46=ZsCs_+TS}J?_1g$J5PQ*e0uT? z?oVO^mtaeT>ZA7ciD-1;iM?#o3lO{;g+Wd(O#8H8(?7q-?Ly$7 zKPP$r?QYWuo0!>UT*8$A90c9IcqaZz7FmZf(S%sj$h#B9@dBylfpQ0dH^$VwD z;BV3vqDz0pLLFU4jn$_kYf$yE)WfRjWx=XZ_LJkC(h8ug@;-Jv_l9|>J_{XZNsJj~ z3R4!{<^(^1au$c#vcqk1vn!HmS39C?DgFgCCa_( zJ45QlqCi>&oE?SncqHr3Cz_$>#$%t{Ce*di&c z3a};y7irBz&@csGr!vG}1cEQ%xi^5+fkdR=njXrCh&3Bdc!V?}G}6C`vwo2A|Cm-% z9rbbysqB7BSbyq~BJwzbLf)nt?f9ohsvhcee0NM?}iez5M&P2Srsb?*{U%z{6$s?0u1S)dIdxK0mb+zxu$QB@?XXi zvAU1@w4qAw$UbhRn3B{J%D-j7WoLIiVZ$F~j04|c%G3A9xDf3(R`{nAls$q-=df}qt~e|l^68XoUe7UC;}jV$800UrdWi6q>1GAUhIg` z^E*>Jv89~Nbrb^e?l4E2@qmq*66kC|FYCVWrQLSL0@)!e%8PbrSq=xJa^pRJV}Y@X z9!aio(k8Qi3@RoThtN>g_5)h>-1Us!QqlW_}9%Ofu= z)wv9=fR)GuKbotcn{^4Eu4&vX1?ZIGTe#$IRb`3F2%WzdTX=xNlPcJx?2b6b^!O$O zHedGz%6Pn~WaVaz%VhM#@IxqA9wNce=`AwYX!$rfR?N1MsrCt3bzY<(%FXzK;cAN> zVxQp^ZG|V)yH2u|Ocwlo0M}rdiTT)xAWfDUslc zfrrJQOPZyOI2FT?CU=tm!iu2>Om1sL83_zcrOLWVA{YG58O`Vg(RL_JW(Te##JRWU zEU%oeJ61~Bt`=wlq8IzqM)K6&B$3>~JtcQLXD_*(wbJUp+jPAEzC|}1V+P5pI%+Kz zjbC+`SZ98^Dvg&s-aKvWhkk(TQK{;WPH>`SL#;g(zN$vpsFaz%gyYUSG^Cwl7K}RqwkG59|j`h?Y_SM(MQRrHAWbKymZ-j)+^bz`qG%< zuRY*{1c~FRlU(=c%>TqTU+9*7THss={AR?-m!naGJgT)*zd;VzlAd{K0w80-}8Ru?r%m50+dISeS zrd3M&z-EFhqij<`$J+myI+dUU2OV~Wn5a~nT7-FW82TKRVzfWgSl@N>M9g=j6PIO# zlZ$b;3q%++O6ff^h5c2SP{FKV^T!%AgUiEGRENM3IVuc{Z@7NdU;M=&xegY(@-aE$ z*%qrqTN!oV`u%CCB(_lyLSO2)H%B`8%MqW;BSGVIwNoW3q07A&4leJAY7G`Vx7()A z)BY)gR6#TCJ2IbAov898as(;$-wEM(pSb5DJ}DhM7ofGU87X9x4DN@3yuX;|JXOdm z1>piF(rYd>I~r-tJs!`$g_3-6!AU=n8GE{~j{~9z@YJ$Tbw&5``3*DLQ;?xdOx?a2v030MEk?X~)N3hjZS?Hr3= zAVv++TP95#n5Uk2zmAKtnms1Ur}If-z_-fX_Yk&YGAvmlAl3k**dIz(V{(b5U65~%xDI$8!Op+U~w&gD1%#jhAp@xtIcItU>wfZ zLUOH<9VWI)1itm8>ji6RNcWPzI#hmr!PHD+u@YhowYU@V*wVJyPIxyeK)odZC_j*q zy3@Wdca<5grua|xKL1XYky`5DQg~UMVQf8uTCt=%K7)EbcCoA$^!p>8AtM^BBc?#D z3b#*+g_=oQoWcyYvkGnv13dcZP$bL@~Wkk`>5k^GiJ=Hs4a73%zu)dMiqW^qZ zjgh$QfjH#^)fX?s6Q*C>lM*ioWR!TP57KXtoz; z)M*U`Ou`jAR|SHdgr#?{8Ua(qmd{Oqn}&;b(hI0?E}sMny=6W-%HzM^s1&J@1wG2j; zVu!h1p2f z7Q77$S;KK2f19k9vqgc!)k;FdMopXVQ7z*r*X&&GnrI-c(hyW5^S?#Tq(PLz+-?Gl zAX3UUpO@qo0Blm5?pMu5gy@D(LX=9-Ma4!2619BC@b6Y>4^{-k5x+IoHS79GlTpg( z+zc4@{7=ERFJ-Pqq}XJyt^H0rPsbi*9rVm{T#(Ne_ut3Sl3(rXN$ptYJbb*q0R47R z%79UE@Vihn93r6)sX@;9Kxm$|wNPXTq|X9>#?9l?zSnqi3?wIWH9CT8SNqRJpTxpy z&HK1Y-(cF4=*^6=Vy+ju(>eQ8Nu8WFqE|by(->J*=!}^~g1I&yFB^B7=%iyX%}UFZ zkKjMGdx01vwz=$VHucFqkI+siqEs)^#AMd{3RYK%y5>~CfPp4UCzJ8He3b90JC|qj zVx1RtH1hj22-#QP4S4>p)D7)^JP2g1k4S1XOjsvEo}9{<`eNfSM`9~KAUWSZKI=>c=MCS{2(j5xo*CmDy2!iu4o55b*s z{I&E+Rj{50_=O&ye}Ab(^+BlpXjTpd9~0b6_BTd1#eH@k6^!T94%2I zFWHZ4biW(<%Idjid6(;zb0|*ec&II-emhb~odA>iYfUUhSMtj{ukZs6cC?Z`URxV2 zIfA_01&L#hrPxtAFHYgef=VvX6r#aGl39}Gc75Aqt2949mm#(L!e~)=ied-o^E)!V zxO9n6cNM;r!a`6<1YX-ujlBBK3=R$QE0{#9@1~ zbleQ6d3GE)C=u81#zf6o#hVJo7C^cR4|R!|o|8o&b0y%s7@U#NL!QMkA+;@sEu5aE z$mRNIFLN!TWF>7V#m1Njb`^;8&LSc6(2(*ho!S|wET}}4=iKG#4!nYF$J&1KMr>8I zjh=?NWuM(UWuOI75gMm_%)VJruHI8?T*Jj(-2iaacAUVJj0BDa`QZtw{pQv4KI0-e zEZQv}4$W`DmwHZ9gCrUwyQjvtzmq802ZI?zpn}B3uOmv(pZJ^IV;f;SbPEUW0COG0 z{lsjM^l75dBeLh9%e#aPqg_^dOO4W3&lJmoV5oB^lewdqkBG|bW^z!`it|dN_SnAO zFA}H|`A6NM_~X_^v~5i}ky~aDbnE>PMW6UdfnG4Op5I7$1C^;W44<(}xXl7vazb9G zDx*@562EZKo|O-ZZf{;Dx8j9}2FczN-TRU3DEtrnhX}=9>qh^eNVtaIH}~DJ@NCzf z9{(QuIM32Vj7lfy?J^Hsh0IJG+PEPt8gih!Q{m8PpFfkx$Bx2DG^uTPzcil^m039}%>oBRme64SSZa=uwjM#xuMBdfihQDpGn0xB!@GF*STHaAW z{WInQ3Vb3il6FQL4oK12)ohZRd>?1Yd zn3zp5jsifh@+%CdHkE%5*PnY@$K^KJ{-czC1Ra$>`O}WdB3VMgN z``%&_ucm_J-MvgKO7}XBx}?s?aU7T8dHJ)BKaV?9a_`T2kk8Q;mHE4F^k^tHHl4{_ zQgh;^r{0;GDy~Du7@CqMk~*LR9wetmyYIDmQqtii#ITg3WB^0iY+7M2r)wMNq(Ie1Sq8-bCuFAE*674n5pLjkgVtt{{w%@1U@Pm~lns`-bm6 zC0T~B#$Fpr+G6PbynDlaGrQ2hHT+=3tm%3%2a;33(kl?n$5ICM<&~S2!7_MA8|evt z3tvKoh5cJAy5uo^Hdg{&)+*06!I`No*ZRSF57{iGs$ss+;s_3c7Oswseoy4xX6d;m zt7I>Nz8@R3tB&7Q!ef5hNw`=|KPyAu9ImpMtn+TS0%oYDc9c zvO}ruKFcA?iVIj?3^6-T6r7AmG7+r$UHxv&sCk*V;(nWYhH^G~oO%_?4tYe8XKi)H zTvKJ@`5yg%@O!DGs_Wg?w4G6IewnqUN^v4>Ov6QDXrI>vi4{xuUpJX|H6-x}D*Mfk z)+SJA_TF_UxOpM=v{k!&EB6)LBE>HlOR|dR4Vjo}S8U$*j|_X(1~=~dNWdBSr?_Z_KAZF+Um70VyNMNEceB@GI zR4_^`!GQsr&1l31H=yc@>yL=_1zT67&;ePhZMEEE*mi&~;{}n{?FmFun?r3-(R`Md zYHXdZ^F)2o_(PV*z}eS|PI@{@ebqe|g*{;dJ3QHyZK&Z|I=Czqw1(^{suvP7CxrDo zFJf0UICiVZS(~O|9AMDN_Z?278*%VCWp(tOv1jskR z95%@A`GK`bS#y=R?&|6dXun~4A?u8Z*o|^Ap%7p4bE|JoleR<5$Tm{OP(BMpQMYdv{%^KD~=n^gsPuEoGnh_2OKv=p%d@Ncn$>D#JgYeifhqnRD%G}d(qsL zc4?IbjmiPres?6zV(qW!Q4JURq)vb%LAZDbR!<1}2Wz6J-45F*0b z1i?eM?BW+zpGT^(#`PO`1M(WsH>bX%?4?vMoS7Z09B2Ir6D63N6T-tm_|-viogcFn z?|29;tSq})d_j;a8d3m6JmKdvn9-n~bnMi*oKppv6}KHJ+2cTQZn~flN5~1O`LPdF z#h%BU8mFU|c?n)_`goffL&^Jbw~l1Njv+P8+Qh#lthzBdsLnPwDcmly<^Xk@UkdF* zHM{H|DU6w6kk|N8abs8K)~}-kwG3-7omCIya}+%_yTAYX?2NSFt?PtE6lW%|g$FwW z$Mb+iQX1Jo=*gBGrczUj#iT0^8^hm?F`rM3zJ81*&ZdB=4pz-@AhF)9gV>UR6VR9^ zPcA<&X+RWEUDK+@Ewd1v3X5(UjNqYT#%16fuhVVO)IE26z%z&BVYX2I48uI}Nq8MN z#Cm+q5OJ5ePnljL!R>|lQwdUs)hY}Au|w}ND;%9rtDY8Fpe2@PB#o6M=cBFRPq6H>8l=Q>`$ zVcar(xlDYKybC6e<_i5nQ zM=bs0VE{qL1w-Gvz{-@ZOr%s~tT=|S&A;10Q*)NV_sV;>fM7Q>%-`HHJbJ+WXO?aQk^T8plIX1{vD|=}!Q;fx zPNKwp2R}jP=t&lNLeSqBh(7XOIG5x|3_~R2MT>KQ^X1}f&loV&&{j8w5>ECLeI7Oz zOAf*3WE;)40P-Z=E;23}$=!1&4GCtGM^@N!E9IgYf=TR3IGLDGjH%el&7K-{>!hlm z4Uf0g1=h zLiP@)ngCdfxmNnW%Gt6xLWfGuxTI7&?wwZTh@02}8 z`_K>7U8kF@QG`uxTx_1c<*=Il+mj2_^Rzo!$E)^BG;9qScb4m?X82<7@7hPbayQA} zJSX6MSuZWT;G+TW{(WQa4@ysc(?YNH$VZ<27KKz!C+T#dHfS#Wu^ra|A-cY-zX0fv@l00C(!sR0Io8R-^9R2n5kLQ1-%K|%@X zkd#)sLptQY@%f+cReZni{r>gOVl6m(oqf)A_SyT~!#?M}PO8&mr5tL$lIgare& zrG{+PX|{bY1a3AVZ;IP&4`E9q5iG-0S8h*R5C!Fiy3XRk!K@u>b)FqKs$+GBMFXCh zm9kGi&6G^_fxpI5ON>~4S$i|;WunEAa6%j72ZvYhte#KY)YDh4{OH@x=G_Vvg6zxZ zhEO+GKu?7|=rTS7Z?ApX=_4mgKxe%{3|O;7>kEdS4mv%1K7ZYb&j^c<%2h=v7mo;d zMLF&L&gmOTKBIo^-aC3V5I5+PxNBInuXWpbwPjzvIo@3k(#=+_GKPs$8)}V&TA9Q& zzrF=-m>1O39awce<9?%e^DBMcQ}*W)y_T;Nh4@43+ztI?6thQcLhi+lHl7QbNa@OiW%3tAheNK80psCG)> zdSQj;xeFOyBZyqdPL$-d&;!KD0$2K$OquLxzp=j%3mf3viEL5N!U}QM50UJEtm)g( zQl!AO%g*8&1*#zV0Y>OLyumVj6W6bK3M{RP7M~YoPB-FdbmgzD^4`}H$~w)C(6B8#p9FYp#FLssO^B~ShkXIcJu_uyO7(8y_Z8Nt0L*#N{-90Xn+&e zuV;*#uFg=!tY?kAbWktn-BmUINMVx2AM&m(Q<53epj>lj$AtE+^ZQ(?Qap{6?N(b! z{xz@kjNP*-QW?`YS?ywkqqIgn(IY)(3@XIcs=jPaNg*JY*P=@QufTwndKNa|$dpr-^K}`4X7t zR1!#rRE8aI`ngE2B;Ojf zGl*t>Q`?#)y%yJ%Sw-`K#_{`NT4q>81qrx%arZA$wG9iNJ}H`sm73T^mg~38A~tK4 zu?3~+D92H7RG-C5@9Ue>9GZb;A~>gOT$XK!FH`zea@%jUooMU~VOnDwD+^E4$)esAkhJV`w-BmB-VL&w4Z4&UG*#8Vd}`EpzyL2o z;=b-lbYht5DNSc~&RAd2v}$>l@XZ5sAawe`3q0saD#E0^i&r>2B_XtX=wVqQ^IkY! zN<7UP%Z5hq1;rkgQeI@RkB(dL4hy_&ZZ=81{cBiGU-4kPmmj4Bz$vLss>@n^aT^}B$w`U0?FbgpXV2yA6 zmJ!%*Tkx1e$UtLN_Ok$0g5Z4fl-7z;>+w#P#C>-)Ki{~IUwC8&yl>r2zh$oO;MS$d z$R8GL-z_fDx-5C<#7+ay#g{Bsa(Xs!l*JRL58(mhQ2Vk@N0}=ZwvL^nmaCh2L@H-ky2Jg~ zR|Bd$USX4#(#wdL7M$dg7>Mq~lexIX6=2&(wHE0nCvPKM{)ozN0*9PK2!*6uKn)4)Q~R~7Btb^x@X1Vvb0RrST)GrN7^sH3+TwLBrs-g$P>Ct zGcNb!E4U2iAwNgHxM>~!bb;T)_ozj~Eqa zrnZXnHJb6+$@Wp>XMKf!2Gf)o{<=a<&1dnXF|a42^n05rYAOKOk2}D{?(uCogL`!YqM7 z{fL(Ox=i0P4#W(O&fA+@g|bSEtN$QxdvPpl^Ml@@zt6mI&TQ7Dxnl@-F|8c_jvdvV z!6R!%^XbWGv}Mli$8z%}g>;h>3Ii3fLK!-K1D#TDl#(9t+~T9xe7r7t}tDyjy4pIgL+8WHDa%X4|_9GQP4(-oIh1u*+$Y zG2LL|X7_08wMu}A|8C6QSj<9>m7!WO54R`pkCXY^dME9c;`})k-t$)X!fYxZghzK~ z(^FUa@Ue>PAY7a$ZjZW7p$M%GVn6EEKOcGq^~VckZH(|OubSz(5)MALmM`vc;tm*~ z{~^y>(o8rwFm^B;ghWO?O3@z-bX%wujgb&nxEHHr|CB+b>m!*n%bgr{fYYnDB{}8L zP=riamxjO@et<7&a%{_`P`DY!!%FJl#WoPU&Q2c#K4S4!iuBkhclAh2R@0#|3-R(W zFi<(zPyJxA%GHWq4TkY;pS(qwO->Pi2&OtB-PUpytxTDYGMqaU_#Y7(E1IX$=9wuJm zw{Cm96H|riZQxb@;4DkKgv8)ubs==RoPVI5f*G z4rHkM{#Z4lDg#M~yuZgdp&qgEwky7i< z+2m%fmWcYWvj&86x~_D8XgwTHW~b-=tAq!Sc?u(s9I9P5$qRA`x_D;s;A70D-cEX|rR-XLE{dBV!q zPecZ415V%<`w7YnC-eDx$dO4!`)|v7w7qY$ifF<1Yo<2y$lY(AJ{hk(S-4|D6QM_f zJy$)JLf`b`hGXBR)Ka{u<_+3|e9t<^20ya{y{NF)uqfq(!W1YrMzC^XjqJBlUHHY z-DMrOBmGoczA53fBdSPBhuuD=suS7QBlccuGwasCA~8b`wFD%--L(U+pEJp@g?+Mx zsU;7o?Nf_)^9Hlk^Tw?zg=e*M2jLjC4oKq6z$sp_SMMgb@I*z)w~q_r^~kuZleg_O zd}}4cj&!ztkT%MiN@|)BVFUi%Rhzj~Nz#+|dA)fxTUnx2;zlJuo18cXOd50+fvl-x z_^}6zx?2nRt@2rf@T#uU2@MzSSK5U0ku1LLygnR;>bclnACOOmPAegtj>gIz<$Yl1!OhvqDr(IOpymw9cjy>5$=}hnV<_|78 zSSIT`rp7d%vDKF~v}pDW*=bwalEsy1aMcy_X=}2U8GV&c#eK;bMB@I{boLh9$Lo_b zPHSVblB+R+-Fd`Gzqm;ycymLI!=XMjr22uBZ*e+SI%klx>Dd#NG;Pe-aoj_2_AtHN zES`eTJ>locYsN2#@AxU~9Ubr>_x8II_WEyWBB#9 z;*m7!G*pY|BQq+6L5-P2iYk!)VS*>0{!Tvo@J$ZGLl`WH`Djen~FZqUZ?%SsWRI z8{4{bL}K*s_oIopZR!n`<;Y z8V7xiEyRIwmi7HS*3VXOn}P zAd`I|0{?1({LKhutC+~YULC3sokKlWTj^pC4%Sn3-C5))iC!iTw^tdaoRd^eZ7ltp zllj8G99;iTC-V(&E6Uut3!Kc?f&aH;X~H002*BJ01`7!O|FEU~axz~SIKuzmoXj`> z$$nocNsq#xYlZcYc6n?6))g7f1GgJHs#Xiz)u=48M@5 z@IQoN5Rf1g3cQH$=MjD=@PG9GnqJHWA2#SP=qDd9dk4S07ZPegd4G8AZmIecDog8l z^DY6weUmmV!?pI8Y_h}eqD`XPUZ#y`?Z2}L(K&v)e{kMVxLLbUW4$1?D77fMC~@G~ zh}mjQW=H)JOYgOOh6?Bn8s}D1-vk{Ke&bgyO_(tm_SM(3IoN9&;&?s`s&8lD@`2LS zv{pR9Dy7J@Y-k!&5Z;pKb&MzE{*k)3+Bh4(`m@sUokuA%b7LfMXh>WYc!KH0${dS{ zc|UT(r_F<%F2=2=w*dp2_bLdW3~P38x+0{{LldD$dPR<$;+bn^(sM;p3_&v5h|J^D z7|gUM=~|QIW&-^D{2U!Im~1bSbefy5@JmqO##?Y2ykn=tS}P+=l&iLQSaucX(G_R9 z|%CD|V*w2bJD4k{Ps&uroL9H1zZ4^i?=+ro~<3M)1e zyVj>Cctx{}_~EXSOw_ic&b8>r>}$Jt<8Zl~rIe)UGES~7WI5!0>b?mc5X#%HYf08V z&DUIqo60w&w2^8w!#2tuZKDI2f;`+w@(UM8h`X_m9h^UEU7>-|`5CHQYplUCKtYKs zoc*gKZn}*Gje-Zf@V1;;s;`8X2^U}SP~us~ol}zWw7A0c1?%R_LDnn^TNZ>t$Z#8n zu2|iJdCA=^foAoPeqbXd^x$g#SLhKF#$nImNW(+hYfX{Qu~VjZC%K<84c&GfQqwrI zJ&MydNtz=%go7~f;he}@idwXhF>zNgfAm;{emu{{{2{Itx1@|Y*FdHE`g8AN$%h;m zJC>5o{teDaEd4GaIG_fEBUap_bmYC~=cS|Waz7r@PPgwgbeuL&Aib~S)%vx$e>|U6 zs{V#AB~1;T^wLC%n<=L`U~V_)5Ud@v2sK-5F%+Kft!UjTGtp!bBlRO9)97#Ywgk6& zaM4!gg>72T^(2#S$>)QE9#4DT#lXj=`@zWQP~FE@HWDBkHCITWI-b;^G02<-k56KY zihhBkX$9%P#m?e{YbjpclIyD=4cMEa0AmD@!F3GrZmsfRpjltYi0gCl<2GuFzui=3 z@K1fngnb(=u*T29i`9sha)gbAY`vB#{d(?SX3zJqaR4K93pWGdenv!!#@JWl8q;f3 zes~Lxv9OODebsDE8nkZQ!Kg{;e+Q@!k?@m)8(OEB9F8pYF<3#?&qj4c915kkH!K5N zye#|QJUoHhwg@cl6pwXl37PT->12Xv9;=qg`v)YI&8&u^B$BtLUD=*4k1h{r;Vw0;3_1=`D?rrqy|gR>9?EORi9IBH!a6ZJ}oK;;3Lmc zHxjHqM71lLcEqhmr>UxuurO?n9L)?#7>SLHg3 zFt3fY(Yvt>kya@9&a8On3)MH_-}mOu4(qj;D!pzgoq!$8EmDz8WpLl0fqITJum81) zxB+8znSSGp=DgmR2Qn9dznQsVDaW%BNA{q8L$9Ygkw%z;mZ4==vF`4T62Yn_2jTQ* z%IMJnjr+mj`RooVIP^ME3RzT9$Cci?0HMZ{JA1jZCIUWhVJHP`5j zUE7$iMoW>U=+KpHZ6^7m>&}9G$@x8=jPW~_$s`A*^&iOulFJZ~ohmg$SgzII|&CcoR zQtL0$+l+9qUM0R8UJex7vs&j0i~X`NKEtZr@wF&5j3h?G(Zcce2SqcMwNw?%G$Nz} zj%raBRdh$0n993J*{f=T-+=uexuW_a?ao^F664*YnqI*W56KTs9j{-S>#(^$&9(pj z{JMfO*CTol-eN)q_>i*khvg!+WMpvafX;A9E1=;$QUAP~GOYS|w+c1kqu9x^Dsy*(<|@JQ zbFv|i+L4~#(B^>7_-NrBfU&4l@sob$agzGQkKW*EdSXl%)Lk622|wWn>{JPRzJi7@65Um~c48N|?hvFGsZe5mm-^9G-&CoMaH zNX%SK+>mb_5e>(clx@P;0ixT4Ekdot<5ZKqKK<$MK!f)tc!3VLW@ z$NkQ8JX_poYE9uG$~sT|o%(8AOWI%K*qWw;v;JFjEn3sn0Sp3?%sPKLJN9WH(aqn* z$aeNm7073+6W-fW{Fu4feZHkT@oWz15*-JImlk!BQI9CIT?KV<>L^4Q*VFz_Km9d}14a{{jWO(-1D!ML zu_dlg?jrhoL0?SQ9fGXA!$zMcgtGGC(d`-rEuViB?Ky+FH5ujp=u${6<`5SWUmsm@ zcMsrq6Yv=yv0C|_UkfCO&)%*in;oy}#LIL@a(p&Au)9{eed1d$@_Hc7RCXfkM8k@2 zo>2Q9_4nt56pJ`li*H64l8`V>6&PD8mNFIGbP7aOdG!>nN;+m$_Og1?V@uX`j@D1> zoXMG2%VvypMX6o!bRxkNC)O#UliScZc5ao~2#;a1MKdQxtx<()yY73IBrC`@ar2az|wnrA5NPVylw{ z=x<%bM4i0z=m+)B;?In?w)>u8kI&iGFUK3dT{K?966RN%@CY=grH@tW>2;nvwW@n+_uCHvZl@OiQA-Hs>O;rey%p+Z~TQrhH}@ux=UbJ=F*oD@>(7rJ(Uz-iBc{#jLcAow6jp zWCVX6&&Z?P&tI%s%tATk+@yWXo2D&F{JxoANj1LNxZ6#1$Zg%Q>{NkLaA__3zK=oV z!vTGhPVipj#>Vct6*v97&|l7iq%lS^zTHPpg;ykgOR zJ?{nNxLw48W<7a!tLZ^=PteSgPCdlYQy)C{c17-#W}r4@yXyZ8o>1-iaT?C=mA8$_eaP!9?rY`}gB2+B&mihjYc%J_PZq=!ZmXsKO`tHp#h&J*!#C(uERC z4T?bg=lMz=?ZJ=8CpPq_owIGXIuq6JpjWcD<$Aek(98r@c(rfa1P~AoP z!!i1v7>bsF=c4>=PgVl&8zstY;Cve*z1N7~y_rlB`;ze}L(Ja&1*<_^3GQ%yJM%JC z6~GR^>3m38$bOHq25o&7Zu*#Vs7Z|$rP2LS;(<|rrH;K(3VxX` zr_Bj?_CuefLl=jZ%Xm38%#EUFGDuqL>_SX6j>(*(R=&o*3SC~rKu^%iG^+vIoe>H8{KPhZwIM+W4!~1E*j^6EBo;E%m)e6 zIw~8hqiJ)eeH>$ziWJXMo>ytpoE7KgCU~J+n+r6LHk^|K-Zp7C_$Xb~<@pwi>(9Ve z8xf1+dXKV7noNWeMM@$gGN6E-a=O3R8IEG`X`x!FZ*Hl zo@owHv&q7GgvMR%Vl`7Q|k=(Zxg#JrU<_amWiBnx>Dew9{<6y8pUEyj1Xgz>v<~BvW7Q zc3K<`ZP#5?k8TKlMqrUdkbR{$bsV)mW&Nblp|tW|3H`sxa>0H{?fj=Km#(Z9Tt@36 z%cb+*Wx2pWk_)&NKnMZ_35)*1J|PSSxafajpSUQ>Bb+UP3kU%X2;>?++{N4;X({7q zV~+p4-LmyW+aetKf6s0GliB(`t96mY`ZcQsK>QbJ{=bF} zbnR;4;)zCp_%DP2PFZtj#0A9$h##(?EibDF7(mwGrvU)r#UPxJXcv?d2zp^lEr5;# z>E!GpXKU^R61-r!F#o>=Fa*eu=_9RNYyr}ai{#>OU_}3)!6+%+(bACvz}$wz{^kJr z1&fftWh_A6@mDYxrGLPHFN67&v*UkfnM;>N{B9T^1$fCY7t{ZXVSqg5KUgm39wEQx z9{+b(F4Lr30&_9#zs(XDxOU=SV1U9uST1f=_-&H@eM!!?6%Kin zC9k%NxswYg2=ccg2O4Oc4-Az5Ztw3hgcBtA(|tgHmjyXN(4S!dkl?5x9gr@U8vCc# zuK)n*oPP}jh$lejC#GNBK=>kFejluyIk0-6Y_9!1YS2$}06zBj2!6H+lrAiC8)b#y z*L6l{xVqRQ9WM-|fkrsWSYF&70=gWB!WX0arz06x7h9AQ2PeM{(#0MD{05dOJA|bR z@Rytu!W>wDIMmE_5C$N3q>C*GSQimaP6%rd+T8L!&@U&yrW4A_)e_;vfwr;+s_}yP zpaOhg7$?6f!qXk)WaZ2O>;e3234kJR?t%bu$csS)AW#8OhyYj^3KkIM6@an}2(Sb7 zfMNWnDmqT)Xf(nK#II;>?~DLOucKhVrw9-RS(rOIBAh@RI<`n>5b$#wsd|CuZ&)A* zpD3R&R8$ni@ee@GU;M)Z7}7NX5U}wf@LwO`At40JyEW*)WMIGxE&9*`GFrfnkC`oL$nr z@TlKq0-^#JOYU#=fY5;cVFQ?`z-7z=!a^4-(Is85=;ihRi^48r1_NWe+#W!TCG>~C zhzbf_#ti8GF>hdqpzvkPfK2qyeqn#u84Q7m{?UgZRNxO8RN!J|{%yQqU?=c$9}rQn z@MT?ysL&t&CnzlZhy4VFVHYd&Z+!>}!!EvA{Vo#`1YfqZFcb>DTu&GZIPWE05nY|-pJYWugk|Jl o0t&LCvQoggn*UVA1Oz;poiCoeKi6HDAXo@|jg3t~L-E@G0nACp=>Px# diff --git a/Development/memos/EconARKpointsForLoS.tex b/Development/memos/EconARKpointsForLoS.tex deleted file mode 100644 index cd4db19..0000000 --- a/Development/memos/EconARKpointsForLoS.tex +++ /dev/null @@ -1,194 +0,0 @@ - - \documentclass[12pt,pdftex,letterpaper]{article} - \usepackage{setspace} - \usepackage[dvips,]{graphicx} %draft option suppresses graphics dvi display -% \usepackage{lscape} -% \usepackage{latexsym} -% \usepackage{endnotes} -% \usepackage{epsfig} - \usepackage[colorlinks=false, urlbordercolor={0 1 0}]{hyperref} -% \singlespace - \setlength{\textwidth}{6.5in} - \setlength{\textheight}{9in} - \addtolength{\topmargin}{-\topmargin} - \setlength{\oddsidemargin}{0in} - \setlength{\evensidemargin}{0in} - \addtolength{\headsep}{-\headsep} - \addtolength{\topskip}{-\topskip} - \addtolength{\headheight}{-\headheight} - \setcounter{secnumdepth}{2} -% \renewcommand{\thesection}{\arabic{section}} - % \renewcommand{\footnote}{\endnote} - \newtheorem{proposition}{Proposition} - \newtheorem{definition}{Definition} - \newtheorem{lemma}{lemma} - \newtheorem{corollary}{Corollary} - \newtheorem{assumption}{Assumption} - \newcommand{\Prob}{\operatorname{Prob}} - \clubpenalty 5000 - \widowpenalty 5000 - \renewcommand{\baselinestretch}{1.22} - \usepackage{amsmath} - \usepackage{amsthm} - \usepackage{amsfonts} - \usepackage{amssymb} - \usepackage{bbm} - \newcommand{\N}{\mathbb{N}} - \newcommand{\R}{\mathbb{R}} - \newcommand{\E}{\mathbb{E}} - \newcommand{\der}[2]{\frac{\text{d}#1}{\text{d}#2}} - \newcommand{\pd}[2]{\frac{\partial#1}{\partial#2}} - -\begin{document} -\begin{center} - \textbf{Memo on Econ-ARK's Plans for a Modeling Language --- September 20, 2024} -\end{center} - - -\noindent \textbf{Overview:} \href{https://econ-ark.org/}{Econ-ARK} is developing a \href{https://ampl.com/wp-content/uploads/amlopt.pdf}{\textit{modeling language}} for representing dynamic structural models. We are seeking funding from the \href{https://sloan.org/}{Alfred P.\ Sloan Foundation} to help support our work. This memo summarizes what we've done so far and what we're trying to do next. - -\vspace{0.35cm} - -\noindent \textbf{What Econ-ARK Has Done:} Our progress since founding in 2016 is summarized here. Our primary software output is \href{https://github.com/econ-ark/HARK}{HARK}, a Python package for solving and simulating heterogeneous agents (HA) macroeconomic models. - -\begin{itemize} - \item HARK is a framework for HA models that makes it easy to add or change \textit{ex ante} heterogeneity among agents, in both infinite horizon and lifecycle frameworks. - - \item You can install it from the command line (\texttt{pip install econ-ark}) or see a gentle introduction \href{https://econ-ark.org/materials/gentle-intro-to-hark/}{here}. - - \item Includes \href{https://docs.econ-ark.org/Documentation/reference/index.html}{representations of variations} on the canonical consumption-saving problem, including: shocks to marginal utility of consumption, a second consumption good with random marginal utility, aggregate productivity shocks, an exogenous discrete state, endogenous labor supply, portfolio allocation, non-normalizable income processes, etc. - - \item Also has a \href{https://docs.econ-ark.org/Documentation/reference/tools/core.html#HARK.core.Market}{framework} for representing (and solving for) equilibrium conditions in HA models, using a generalized Krusell-Smith-style algorithm. - - \item Can be used outside of typical HA macro, e.g.\ \href{http://www.mnwhite.org/DynInsSelPaper.pdf}{endogenous pricing of health insurance}. - - \item Has \href{https://github.com/econ-ark/HARK/blob/master/HARK/dcegm.py}{tools} for discrete-continuous choice models, with an \href{https://econ-ark.org/materials/endogenousretirement/}{example implementation}. - - \item Recently begun \href{https://docs.econ-ark.org/examples/ConsNewKeynesianModel/SSJ_example.html}{integrating} with the \href{https://github.com/shade-econ/sequence-jacobian}{SSJ toolkit} to enable analysis of (e.g.)\ HANK models in HARK. - - \item Models are \href{https://docs.econ-ark.org/Documentation/reference/ConsumptionSaving/ConsRiskyAssetModel.html#HARK.ConsumptionSaving.ConsRiskyAssetModel.IndShockRiskyAssetConsumerType}{\textit{documented} to explain} what they mean/do, but these equations (etc) are not \textit{encoded} in HARK itself. \underline{That's what we're going to change with this grant.} -\end{itemize} - -\noindent Econ-ARK has also designed the \href{https://github.com/econ-ark/REMARK}{REMARK} structure for archiving research projects and reproductions of other papers that use HARK. \underline{This grant application is not about REMARKs.} You might be interested in the reproductions of Jeppe Druedahl's \href{https://econ-ark.org/materials/durableconsumertype/}{guide} to non-convex consumption-saving models, the \href{https://econ-ark.org/materials/deep-learning-euler-method-krusell-smith/}{deep learning method} from Maliar, Maliar, \& Winant (2018), and Alan Lujan's $\text{EGM}^n$ \href{https://econ-ark.org/materials/sequentialegm/}{method notebook}. - -\vspace{0.5cm} - -\noindent \textbf{What We're Trying to Address:} In broad terms, our organizational focus is on reproducibility and robustness in economic research. We don't think there's a ``replicability crisis'' \textit{per se}, but we want to address the following significant issues related to replicability: - -\begin{itemize} - \item Exact model specifications, and especially computational and numeric details of the solution and/or estimation method, are not well communicated in published research. - - \item Potential dependency of economic conclusions on ``hidden choices'' is often obscure. - - \item Implementation details might be in online appendix, or only in the code itself. - - \item Impact of these details on conclusions is not really probed in the refereeing process. - - \item Reproducing or replicating someone else's project often ``starts from zero''. - - \item There is no easy way to directly compare two implementations of the same project or idea, and even verifying that two things are tackling ``the same'' problem is difficult. -\end{itemize} - -\vspace{0.25cm} - -\noindent \textbf{What We're Going to Do:} Econ-ARK's proposed solution is a new language for unambiguously specifying both the precise mathematical structure of a model \textit{and} the methods and approximations used to numerically solve the model and generate output from it. - -\begin{itemize} - \item A lot like \href{https://www.dynare.org/}{DYNARE} for a (much) wider class of models: feature set broad enough to be used for HA macro, dynamic structural microeconomics, industrial organization, etc. - - \item DYNARE model file contents are strictly informed by DYNARE software capabilities: can only specify model features that the package is capable of handling. - - \item New modeling language \textit{not} tied to any particular software. Meant to be common/shared way to precisely represent models \textit{across} solution methods or software packages. - - \item Large feature set informed by \underline{iterative feedback from working group of experts} in the field. If language can't describe a feature they want, then it needs to expand. - - \item Will \underline{organize a workshop to present preliminary version} of the language to a working group and solicit feedback. Funding for this event is requested in the grant. - - \item HARK doesn't formally represent models internally. Will develop model specification for HARK to inform language design. \underline{This will not restrict the modeling language}. - - \item Language will have explicit separation of representation of the ``pure mathematical'' or ``Platonic ideal'' model vs computational implementation.%: discretization choices, quadrature methods, functional representation, simulation procedures, etc. - - \item This grant application is to make HARK ``language compatible'' as groundwork, establish working group, begin developing modeling language, and hold workshop. - - \item \underline{Completing} development of the language exceeds scope of this grant. We have ambitious future plans for what can be done with the modeling language. - - %\item Future goal: Provide mappings to parse model specification in new language into formats used by various software packages (conditional on limitations on capabilities): DYNARE, Robert Kirkby's \href{https://www.vfitoolkit.com/}{VFI toolkit}, future version of HARK, etc. - - %\item Future goal: Make it feasible to compare solutions produced by different methods or packages, with a proper ``single source of truth'' to ensure apples-to-apples comparison. - - %\item Future goal: Connect model output to \href{https://cadcad.org/}{\texttt{cadCAD} package} from \href{https://block.science/}{BlockScience} to automate robustness testing for conclusions with respect to numeric/computational choices. - -\end{itemize} - -\newpage - -\vspace{0.25cm} - -\noindent \textbf{What We Want to Accomplish:} There are several potential upsides that we hope to achieve with this project, some of which we have explicitly discussed with you. Your letter need not advocate for the proposal, but feel free to use any of these points if you want. -\begin{itemize} - \item Economics is not immune to ``failure to replicate,'' and the reasons can be subtle. There are papers whose results were reversed by due to issues with numeric methods. - - \item Frontier models have features that make solution not ``well behaved'' (e.g.\ discrete-continuous choice). ``Most interesting'' papers might be most susceptible to hard-to-detect numeric complications. - - \item Even without any new software, a common format for representing choices about numeric integrals, discretized state spaces, etc is a big step in the right direction. - - \item Greatly reduces burden on reader / evaluator to understand what was \textit{actually done}-- the \textit{first prerequisite} to independently reproducing the work. - - \item Some top journals use a \href{https://www.econometricsociety.org/publications/es-data-editor-website}{``data editor''} who tries to reproduce results in accepted papers, using the authors' own files. Reproduces paper results; does \textit{not} address robustness. - - \item ``Robustness checks'' in refereeing focus on model specification, not numeric details. - - \item Systematic representation / documentation of computational methods (etc) could make it feasible to \textit{actually} investigate whether and how ``hidden choices'' affect conclusions. - - \item There is no ``standard software'' in structural modeling, nor standard \textit{anything}. Other than well known numeric packages (\texttt{numpy}, \texttt{lapack}), researchers hand code everything. - - \item Some economists publish toolkits for solving particular types of models or handling a specific method, but there's no commonality among them or way to link them. - - \item Some software tools are ``inherited'' from adviser or coauthors; need to be an ``insider''. - - \item Some overlap among toolkit capabilities. How does their output compare when given \textit{exact same} problem? Currently no easy way to specify ``exact same''. - - \item Includes AI / deep learning platforms not specifically designed for economics. - - \item Common platform for interacting with multiple toolkits would accelerate research. - - \item Economists are independent and opinionated. The kinds of economists who will be invited to the workshop have strong opinions about the topic and want to be included. - - \item Dynamic models are diverse, many with some ``unusual'' feature. It would not be reasonable for a small team to ``get everything'' \textit{without significant outside feedback}. -\end{itemize} - -\end{document} - - - - - -That is, a format for precisely and unambiguously specifying the mechanics of methods of a model in a human- and machine-readable format-- not the traditional algebraic representation. Its primary goal is to promote transparency, reproducibility, and robustness in heterogeneous agents macroeconomic and structural microeconomic research. The language is meant to be a common denominator \textit{across} software packages, rather than bound to one in particular. As a tangible first step, we are expanding our HARK package to be compatible with such a modeling language (without tying down the language itself). - -\begin{itemize} - \item See REMARK notebooks \href{https://econ-ark.org/materials/}{here} by searching for the REMARK tag. - - \item REMARKs are governed with a \href{https://github.com/econ-ark/REMARK/blob/master/STANDARD.md}{simple structural standard} and now have a \href{https://github.com/econ-ark/REMARK?tab=readme-ov-file#action}{uniform command line interface} for setup and testing. - - \item You might be interested in the reproductions of Jeppe Druedahl's \href{https://econ-ark.org/materials/durableconsumertype/}{guide} to non-convex consumption-saving models, the \href{https://econ-ark.org/materials/deep-learning-euler-method-krusell-smith/}{deep learning method} from Maliar, Maliar, \& Winant (2018), and Alan Lujan's $\text{EGM}^n$ \href{https://econ-ark.org/materials/sequentialegm/}{method notebook}. -\end{itemize} - -\noindent \textbf{Where You Come In:} Successfully developing the language will require iterative feedback from economists with experience and knowledge about the theoretical foundations, scope, and breadth of dynamic modeling. We would like you to participate in this process as part of an advisory board or working group, periodically providing constructive criticism on draft versions of the language specification. For example, feedback on whether it can suitably capture \textit{your} models and encompass the range of features \textit{you} include (or have considered) in your own projects. - -As per Sloan's grant proposal guidelines, our project proposal must include an appendix with a letter from each key figure supporting the project. The letter must articulate the nature of their relationship to the project and their understanding of the role they expect to play in the project's success. (Suggestions for what your letter could say are listed below.) - - -\vspace{0.25cm} - -\noindent \textbf{What Your Letter Should Say:}\label{WhatToSay} Letters of support should be 1-2 pages long, and primarily address the writer's \underline{understanding of the role they expect to play} in the project's success. - -\begin{itemize} - \item Your role would be to provide occasional feedback on developmental versions of the modeling language, as a member of an advisory board or working group. - - \item Iterative process: We try to make a specification that includes a sufficiently wide range of features to encompass the set of models of interest; you tell us what we missed. - - \item You will also be invited to an in-person workshop for live discussion and interaction about the language. Participants will be leaders in dynamic modeling and methods, and/or those who have developed toolkits for working with subsets of such models. - - \item Your letter can be addressed to Daniel L. Goroff, Economics Program Director, Alfred P.\ Sloan Foundation. - -\end{itemize} \ No newline at end of file diff --git a/Development/memos/HARKworkflow.pdf b/Development/memos/HARKworkflow.pdf deleted file mode 100644 index c521ae9eb14fb06647c5a03cba2855bbe9248d24..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 30208 zcmZs>V~{36x3=51ji+tfw(V)#?rBZiwr$(CZ5z|JedgW!+dIB<;#6d0R<63M?p*mN zudGNiMNx4&CVDm)vgWIr4;U6gMnZcdD;Qp0LIzn=J98HcLe_sFWf($2LI!b58y8cj zf31z7i>auovAu~Y3_m}Nvx}3dp)HJi)^NI9ET9!RF6b^;dAwlG_ z8=If9GvU&`m{S=b_QP+FK7O8aeWpuVhm3WPV4Y!;@N`>EJtGj6{n}gWE8zV$A#X2$ z!{HrpMf3TQ`S#p7KI7`iIwS9!V-(?BZ5iQFLoa)?gk&)06VX4*zcQ}z#^1pSNg)1U z2tzhIkHJDq6x?3K+YxI<@GS&SHA^-!?>*tj*M)rr>HXuLH(TSjJN0e&Uc&G-xOwJe zZ*TyiPH{lpdkBVKh;_)kVTd4<6PqY{_Z95^eADcaKfV@ ze;xHReLtVm+xau`dF``)tTSN)D~FJ&DBMq95j+40WBg)G{Y8F~HO1OV{K2__sEN$Z zC{|d4Hjx#%NYu2ge_y9*lm(r+9hwGkr8u!kX=MfNIOXjSJ6R81t2uI)P$_SuX(*(h zlVwW=ylB5KzRi>_RyN9%BATDPs_=I6sBm?gZ3@iJ+?THPWSdyu&}L=o-Y#Zm;u$VU zL@j;Z4sr#r^hVQef5*h$JuT28W73+#DV1I0?0u zCxi|MbOoeth5AiiWbs-ry34RQxBwnbF|y4Gj5-sHYlw-uEp*~TNsJ0`HKD~1RwRJ) z<`?%~zj>js>tlYACMh6-6!AX1*(9->ScW#y88#7xy!>6<6sPv>ogc3=iqp5WE7yV} zCN`;O@DXLus|fTm#U#U&+3QOVdQ;^D{s8HAoFl)uh%W$FjPiDs-1oZYt&u1Lbwb!O zo2asc>go~>Z5x}7D7$*sh5Kj-sw+^S!^3kD8h8|(-2bqC7tMT#;OFf}_KsrAh!|#c zvGepjo;amJ+B5|ej;^Jqj-g`ts0&%@VRCllEn^T7Xoy~m&9S1x*|u4u zU;359a6{K}w0RBk))pZeo4--F#!hdL6SGd>YU|hI0Q?=eQnqr(+F>tVlGvm;%G!PhzuDcN1 zniO{hlNzh6)OY1Gd>v;q>-@3$?PKElXU$0z!LPtTX&j*J%&D62kOl`NjVd)|IbjfF zggP#I4b%d-j1s(P>xfe(6(MP4kRyQ&J(=Rs5+yEgS}Od#jOT6c8>-L2Xf@hXI_ zBBlFiT|~=C25kHu*_;ygISy}FF(ArF+m!GQJ)WDSqy$N9f;X9jlB>qqKMM-hS=LmV zHjkdG+#HBZHAYj~-!iIMsr|y03Ha@mE!hg2i(u&wc(H_<7kshXK92OnF^se=4ZYQw z=)c*fe4>LnP7~)irTu`~{0$&E%f@>lnI&we5)@y8#~Y=P!(J`3BPq9xWhLDtAqkv1 zI^$HVO_Fa6FwiKTQnN(USiG?4=~e0^6c_&1B;Ya^y$Wa>tYeJu=LpGL89M>0pv-i; z$_NG}hdkS)ZMeunl2tx3(CNw_q5W;#KpVEx!kkvjt~g2j@!Bbs{!&ClN%dTz^ z*j^%MxWPZ$j8z#LqP;y4?wIgrKxe$U5-gLe!|~U2>M+7@=-qezam9O(DF&6vUe|5< z5o2B6+L_qKER7%~+=&q?c*$bFwAWr!@F z>@E+KYo(sT)L^DCZYyfbbN9vw#gl#4v!|(gyV-q@>x4XSiA7amOs6jEXQo}w%ydGn9j{-c&3D~aJM*4mD8y`2ACs!VkK`em=JIj2AFWeU?jsSu%EEp6yK`PR9TW_4S zCMn{=r&TM7>6Ubon4=(Nr%nOxEmW~ z5n9gQhe%jIcB?~SnpdTHyR70>98ig&p+y9_Im(E%Ygt$ZnYGs-DXl@onQqU(r8KD? zbOI##m|z3;i45sGqw$84juc^&0>&P(hom1^GUvYaEc|_*aRcg@pP+}4w#Q}&H8xQX z=Jfk!Sg(W?*GE zfYtdO!p!%5kw1sCCo1Gx6=hsdI)zh4{C-Bj-Z5UsL*)((1v+Uw0ZPV+Ag&|05LQIk z)&Db3>|%&o0Zq)?Yj1ZxVynx&{r)-ZGpk+lX!j{_*GWc>m+?N~yBs`2(!;WZ&@Fx= z=KGc-gD}|Icck+vum5H8!B5)qD@v#I=3Q6zgH7V^s`TrriZ*uN(0r6vD`NeDba3Nw z7%FkQ^}c?6?18my?|lRFaUbRjbht9u->wI&^jaO7AJJhFNA|hHi<;fx&*4uil+AusQL0{<=s zL&kp{LIx2bLMB26W5a*-KV<#);J<4IaeF(L|4VH~$4JLW$o41VnW~djW>C8T6L<7FQo--DcOFU$$5>R5GxoNG5YIdJql$6$~L@ z9Y9Ep=&1G_xGQZtMuxN$qVXA&sGg>JW%RQG0cTCE3C3zY$>jrMo;3 zWIz)1)t<&M*0*PWqL*}+mzQ5|UcY0gfq;QPupn9IYI@%`;`Ql052%3n-|>N#)K+iW z#9-|TeIWYeE`Z~1-cHBhId*wZ^&$JNYV!jj?6G>j3VVNcB$Q9#c7;c)+V4nK?Ra>q zWX7KBxo-;r8}N_t^xeCvKi+9`)#RZ?1CBz<;Zz3J6v{ zC;T8WvaRRh;X}lU9p@WDEg7|>(KREACxs;l(qJ+ABeHs)gKop^KxSCNY*YFXhFo9J z{ADws@)~KQvATPoR$y4IR<{C`WM%03v$UVbPD(uuOK|F{Q~i2d6G16uaV3c70%_;k zR~9x|7Um|AiMg{NrZuwJX1ugYvDgbC)O0kbEGh#WW-(n@9FwB=zS?0*6gCPATP`e^ zC)ll7wP`(^c>nmg-e>|Isr8u2oj!bgv0nbHyiyw*L%ZAixpcocDHn6B0QNWotXh0& z*h_{I9rEQb*@W_pNjzU{_){R61oIIrIfeZEK~gWemK!@%VfZs33D+I0$$PEe>EipS`sk7r&Q2xwGCmoaqCi*LeC+VHAlk&Oh+UzW zOp&7dA;Y%GkV`O_D}j&4vx|jyK}H}g?mL3RhiWy^;&Vl|Ha0Ml_hXTbc_!8^_r5wB z64*|B^^$*n^8ImI0eQvfRrStWG@=Dk+L~pVw7p0?0Zpav=4stGDm}-@|NZ3h- z9IJUwHmdq`HE~PG)ksDJz}#= zZj#l*{)LO3#6FIjl_^4yXcuP>cNI4(*J+C=*?GME%$NT$7%LMy8A}}-8Y44$eBw1K zB9P=m*bDd+I@K>;J#s5*J!%#9P1s5NLHksp9F?j3Qso4@lL6^hr0m-S6SzTe|FnxS z`U1Q^`mEX#Nv#|y5+bRYlrk3xilx}JkUx3r<_pV5zyt>>fEaYOk@HqWX3@^mw`Lx? z)6WI@u6RJ>iSSu2CX=gicd>(s$emZ&ExK&_U1deLc*}jff@fWTd<(!)SnHMmMm>&Uzn(Sj4 z#g>XFGmgm^hOG+$5JEk|&G_UqFp)9=_^uBC#S7CRxYrAFCTB{v0ZiIMrw+cbBc4v~ zP6O#W607Sb0d`LQtGML{HNYnaC0btr%bB0vdNXX%RgSHBpJu4r;wPMO{xfM>j`NCdpM11ay_FFS*`^lADX zFTh#k=cbRcETUdP{h6i5hMsj4dZXmVvnMk2^@vHxDg1^tKU*f5OY$}yNryEx#z>(19ffUwu#?M}I|ussQ-ob%#KT`-1a{l&vNJm#yJqq4yr1u-ZdcAoRY+n@-#7(N z!%H_%#T++H-lO6~Q}wW0(%Y7sN*&#v5+@G>Eb7;0KvyNj;HKK<6wUtcP;By7^Au$g zPlGEYE#?!mwBO}V=6LFz;0x>#`BQj^0o!;Ae)j!eEkE1+T0q3i6SN_3an10g2Jy8I z)^D=`sni0HzGaeK!`4*&)M_gXi;yY&;6FK@$^znes0ezlD4!@<0kw*?3pajldt9#) z`&qA$mFM)GG|4f_rhHy#UOVr>F%s0DL?Nf?l1dRFo+2`-ZGM%a>(YMm<#x6DrmFOb zkEIwzl(IG~yJR#~a^ghq+|38FwfeP8>MOHB13qjhbRl17l1;7l`Ms+)%x}}mYd7IT z1BSlTDB6l=cMO7xY*vljw(QmfK$=js3~E`$%HV?5#j{;aVDHo=_%ubLk$sI-wnNWd z(G6r;sFNMrJND(>uoy*)<-vS>>9Y6QRLh5kSk4j5&fSQaHpR;Gtac$JW)^nJ+Z|=v zkX1`<==e>-)`{aPcEZhJ$mcGATZ|&jC>~pwQX!D)IKS*?%;0Ew>2U97p_IH0n*&*V$2&|(5 z=Ie(ufA?t4yr45oGO)8j;A#zpcFdJ`RR0!oUg2g$oM6*!F|6^jUQh=uGfl9Olbdk2 zK1ZVd^-dDmhEo4vF<84P%`R9;6=Hp%C0Uvf_U2-U22y=*S+~X;RNP5G z@GuGob6HL0iY3Y63zbC}@gi{ulp1K1*TqwQsVr4PRs5a20elUbR6Pr9AK*PUu@>u| zMgALMIo>Yt1{iuL=n;-s=M{1r0=fSdjrAc*a()l{HMi_TdfTp1szaGhsFtP-0mV{N;$}OZ zl1Bb;nW13JdW88Jpo8xCsK+M*|GN{MeP2e$?0sjqr}s}4k0=?6YTXyYd1|ixqOc)x z^8hEC|Uzxk8hwkY}o1tPle>wi{)zGtxbg{7Vea3VgO4t;Q^@u zEtYy7u9S;`Wn__K^8&Px(hUvT`@0_Lg|N~nr@?Y?>uKrypA;d$Cr!`7QFGQx&{Wa- zjQt>QesjLK>AuCM?NC~#;(N{e6ydv4)YSyY)_6C6uHZ~yX*UG@_6L5 z^Xs+b)|QB^1!Bbb&H@lFFDVjXhzjgGM{vIwMM6bJE46%arz|^Eqysq+b;Etyl%Jt3 z+RV9B6X=6bec5oqy@x(mF-)>gaRYSFmVkf}5_Hy%OdmYr=JeKc16Z6~oxmqMvhv%72^UuYdLJ~3T>a-7b_adxs zhOU@^2muh4V&TekBO)`b3+)1T5W5Z(9EMTA`7KEF3@0b;6d(ilW+4Of+Y8LTZ~{`o zfkTz6R=fUk@ziC-u7Rn?9Bxs#wM?%$uI@Jivki<41pX=Sc_^)wqAy?Mj<+LDI@02z zCOK9MC9`npQL6kH#oUUNO$?6bG3RO9ZNE}wvXEOCV?fP81tIOJkQ>E8M___!llaU1 zHF8%pb?@R=o7|#eEvvB%@M&{?X8m4gKZjqhx313@>59M{9|8 z%syg?QWn?H6ljl|NN#2#HgwSPu?P^%S**G?>XskfLOk{31PO&g<*ZYNj z49A$W6Q;?itB5{dVw{^2M z>rnlTM?iMvM7@i}_UBS{dfcu+HDY%J?xWSR&kz)BpQ`>|NptBq(H4;#1h;N?*=-ik z)U0r%MmTn`Kc8Q%BJ4g)JRWxHDEmBLSx*qr7Sdg9o?bx6RM@Uwa6E}q6eHyFN7x7aL1v}a zz7-6gQswz~_FPS{_2ExU3AUa z{KcPuECXXUBwc6?SQI+|{K%%AFKiC<8vAM$5glw*PuO&? zW35w2Vk8DxyhCfF4Q153#t+Ym22Mg{?qBfXP2v%F1yYx4nV5QuEGZkmephzr7Dt}b zCo2n}rx5uZDA(@D+0fcnUyQS5pIKmr zovn8O3J)HR#P~_hClwzZY4}<^DQ&!$#jrK`W8UCgcDW6)(0O7$!+Lb4G-L-gY?_R7 zoj8pF@4+S&iNp#KZ&0~EE4F6u@mq+{%+=+$o2v@kEHprwQi)EQNliu$RC*2>$TbwL z1;T)}rB4Ue&#tDR-)h(haSYfZvOo=S5f^AEVbBcySH5qN-p2LFGrA}zq9dIJ?GCS2 z>mUSsRv*@Yhs4HwA_iklqLky5`o+Rrqj4U^!9kN<{gUdm@(#2+fL@oc6*Qi5+=BYP<-n89dV}l2nTmtypYfZ{};J5i4D&qF#{n&Zb?_x0jt{Q4#gUP5`2*yG-&rD6Wc9 zJtcc8AH6+GI9F?Cc78GB&BVSfI1!tcB-j%cy1zzAydd;bl&MK75u!#!$IdmnAG>Io;@*Bf z#0R7sw(+YB4VB26lFFu-aGb=i<{rjDyd&rzLTiv@cp?K%3?N*Y5J zN?s)Y?I8ifOfh#VH_Pf&jZWhI=%HgPKm}s&=>rp@=oPAf3LK~;$igZyJX1m?M+gsf zh;Uvi2ZPC0Qze5WALW}j&A}m(-mrnnRI1kI&uT-v-sE4;eGI;UKXez`I}-0t$P1Sw zMeD60al0AqhbvRary1?2c@w$68Lm6U`%1ME$wJM?_t)tQa2-WbqYy6!xTgbRFJSgi z3$J$14Y!&ji9e{kVrmc_Au&WpxSEtA{h5O1jwJ$Y0 zKtyD0-`?T5uT{2yR_)e$3|ApM2gS`iIy1(!;)vNA!7eZ()2wmU6T|Fp?PKhbb|$}9 zsVj)OBbpe@N@=O|g~^l}=|;}QN+rx&>&#rgLZYiSdUS{+Rp+5JEVUqpVIh`rQpG;?r{x7+98!C*bOwNJSTZC<(Kc14LG;JjkP_7mdEGjAXV z=d(K#pCD*r4+*4SizW*z2q%=VdZUP+6Xj|mXhTV?Rdm%vcv1tI-+rNmq~3-+XsP8% zvWfxqR|xfc!CHu_@9z6t2$@bvrGBmH0>A)ulEZF*fIJ=*9Ck8o>hj+7ii{K-f)78p zYKVjkK8CQSG;UmDxwuA_2=|8mcYl0Mpsp&Wo%4(Rd1S2?>NUY>>BtAgJJlS+i^><2 z55T#D=1U|KGIL2Sltkf5In!aYd+5VS$t-Ksu!u!`{?FS&EUgEs6w+s9;*ZZ`O`Wdo zSOVAN1{4F4+I7^3*my=5*`X0wxfzv}4446ik*%ywc3!*~24@0iM_s(`hSFol^dwU< zKi^gjJtm4-5nS-#AVwpR7x%g80d_wMR5&(mAn(Y=RR^X2gflTzp=pRIpL1Qup)yOn zrgL>RX7q<@0UTt@`U6J_$Ifxbe*Q9z1c_bcT)RWdYCYirvh4TL$oc51Vp65~y3I#M z#xP*K`l_mC^3SHmEPa{Vt2_G|hA zWBl8%WM>{-!KAuk3zFdIKC8^iBG58_6mE<$i{PF|X`^8vNzuc7T%OC>|+L-I^IK!-(gOVol2#e6rrJR$Ik&^7w@nN*ce_j9$?AP-nb zR_%gWEry^Vy`uAl|1YfF^R7>`QMT*qoXRCSevAd) z!TT%=*J_hz#avU@NW`%hh@YJI63?YOm?!5m%zKaXpE-mNB%Yz@ywc6V-o75%Y-27| zlj;{m)}N{1ML!{TCpC)Rs9!U+@U^8Y535SXOZcPsH-#~^_xk7=TT0(~w|wWj<%B9gF4;a~YM(_u#nuQMubX%dw=84!dkme^`|xEoT;y9*Z8+&AKr?L?Z63LBoA!D3=R2F|5a{%5gVf{V=LA?H zrf-xkC$hy;{Gz(0jnj%6j3qIQS$npF=iD($F|zClp;ZTotmd|(r>xuDACMsgBXICY z|AIn$M8#u4N7k5yFN^Z&Hx>jB#;mzSv%x@M`WR2zUs~HjkE9sb+?mL<-m#@#R(r4& zn~A~JKL`XJLdI8dPc&c*gJ)dY#~^g-U<~h?>~b+z)nTY4!YUwW|C;m0cW`42$(NdagEABi6=$onPS*$vF)tw;2?1Q+LKY}c_0|Y|6^&!@!6sEthd{K&9W3guDL(txz14?fWMc;QN9ZX-56Fj_Pl1{=paZY`GcU&9Urd$hC4wH3 zl}B<}2&idrE~m&TXAcV!f^vxErp|$D{EC$=-xoy?g6K3|g(7m1;uqH56V+R>(eshl z@%2+!TK=}lRffh3Nd<}38i&T65!~TWGcs(Gq|a%`IJ5>gQF|7?A6!SvFygf6QzqBc zU$cQXGsu;zA&=nSJUjl>zT_R-`%n<{``5Jl-|ti9;>ObaRJj&}%*;>_+jouzVjOc6 zD=h=nXljW36};!(J5ODmXWo;O*RTV8{B7zw*4xx}&EHCFEEO_xxwVp+50dZAp%6<!a-sKIgN@5$*DV&fh?^>hl9|G`p?2diakE*nD7cFEQNh|S2*1{Dn4Ja zuBWxtWHZ|^D?T$Gl^xx-VAb^aBL0-)Ks4tx$6v+kB6Fi`$GjRrt&4MC2e?MX7uU{~o$l1on}IS9 z0X634---dx5i70u6Wr+X`NbZ+xlc)3tVRY9D6L<=O#Lea#kZf6pP!b+HFS!tI;OhKU?OHq0G~8lg||{0fj|W4bsaR943x1J2|3bcBs}a5MYW` zuHtAs*~pRURn6o~1i?V6au&sup`QCZWm&0H7$^Gf5?|Q3;;1}%sN#@QKKE=`KgcSO z7=$c=0z{U)0E{{xi`*U1>W-Y@pvy#92umIIIH>nsWnqWCkj{*YEe1l`+BX3T9-AL# zm<;r<(1J3Xd5fP&JM)_>Ee7n&g|=1T2aftT5bjqbT+x2?FhbufkB%nJ(u9)7CsM0^ zDkhBE;iO(vC|zU|Yw*AcW0#1wvp+Q=K$@jGO5Lx*2&xrhXp zqeXixT+r>DV%Ujcl!x&1qO?*vZ0W)U7JdXqQw9-2E3!12hpVX@qq?`&*T&a312+#8 z0Rku3AHA>+;Jr)T{Q+7qD-U#GN2ohW6Y zgGKW&1p;LAQi=#X2iFAhcxmOmrBeQ$LyArxr%`ww-=>=PyUAzo_YH;ZrY!#3p=(e# zAI9&az@G~h-**%JukcR2oUi3?U+$lEqRSt_CQdnDe2XP}2Bib097uj1k%mRICJT%F zQ+)yuNyEdWVb6KJz+suko;7eN@j& zw&wGzyXph=dzql(bLAW9UAe8)c8RyzSNw;Y$ZybB?ibP@x1HVx@9iHvFt1qX(WTPv z+1H#W1u@@>9-6Moo}0;=L&K!8mV6kh#w&5`39RG$WASupY*SjZqzGYY-4_UI~=}@4wmLpH6H{1`~|fJPG(}S z*QPLg$6s6G*-fVBaNo7}@^-)*Y6X}~lOvCT5enT#h?l?hpc~5(H?XM$G9{wFM2&&2 zg)%dwxEZbatz{nZ(SEoU%ayS?{>T1l|JDz}-K967d*JZn8A6I{U1@lD(Fpxkg?E@^ z|6%lq5)g}H5BfB4%rvePZh*Bf<^*)&Yb5oc1)i+>-AT#?H;BtgP!ZgT%ee?;^ysZRx3$6@Fk{abEzNJ&f4;}szyfwjiwR(p zcV7Cmuso&|3iNiNxdC+@F`q}HfVUvtLGH#LN92TsHa5$e^TQfFbU+%BI&gu2NataM zNR$H52SS3BM_rWGdUDD%fi$9<(=vY8m_4`g;Hh(;&Qc`&s$!i~T)EDRPNfYGl7goD z*mG-YZ=`$xjLZ@PJ^B)3>zBwqd_|}oXwV|lZpp8(%R7zM1=jer8uhz}khF!6>~O`n zpK!VX2>y~o)7d4&UgkJsbew<~+Fee|A6(lZkwQX_hX)*?^}`9BVh7BzKx~mEJ0H=e zbEO(X{J{bD5`_ROa}O7d+LRh<>mG~%2a$J=DIoKI87g*%yqHuH{fJ|{UvIp>SU>wY zK+HXv9<;mT+I=O<@|BAp3qk3BzABQp%iHGcMLP-WIe^;R4?~P~R%siT%h&>&?c835 zfl9~`T0kP@2|N;Vv^GP)Gp(~md>J#TNcI5owZaz!87B6u;zHypVd>pbS>CMBLH~0o zz3hLk_`8T(iR~o*ocPJH>37`(pemu8r@aM|~xeR(ir)6BBh#?@bh0k)*)Tj9EHtxjgD zy-F8m)?=tdU#GkNrDlDTBe)yNwm4zo*Xww8VQvmQ`<9R|Z;uzQ&d(7H!JWI|&X(&w z+>^>s=2c1T^x?E>`cV7?_lPPj>LEDmq{WvO{4=yDZc&yP-u-CMNq_ zg}q}JGH7NYk46+^TlJDif|7xV@Fwn+G;0U^gc=PY%qXT>P+<77be^V$WX1C~ zA@!Dg8G5xF6P9!!YkM8nZBVkYp>@cr_hH5I+4d&SVk+NMFC*-reVT%VF1<#Fw7XB> zLO|{+MeX*=iMyYfgojzK+FqEf?KnWGU|_Ef%5Wc!8r|U)ASyF2XDF7n@4N#rZN+qv zp-UAvMAOZL+F_S&MY6aF;@mn<=HXev(4kzaBn&U+_vfoMx{K!G9<*^Tq#aV@u) zS2(!bmh7M zdY#8{ILkL7K+Rjj2l&HjS8rZ@wpFpUaldkJo4)DvvfhKwqv#Xq!$N4*_Kf6?P(I2? zn=o{9N$OrR7sRh?sUos-@=2t>25FibvIE#T^PY)z6Tfmb5z>-XjzIg1^odW2wz&b^ z$FTfDRjV-^Z(rIOrce7sQsj9h5Z;CS#>Whi*`(4MCFvlE6HiY1%W6P=JM-QH))2v| z-J6Ot2}dfr)Phb;TB+PT4}v?-)#6EKuFBW*lGkt)`!cfw$v?XP7cy1%I4qJ{{mVJr zMr-n*_>RvC?Svc&n6`bwZO0#G}fJ8 z!0SQ-`~EKERpT&&A<2?J%-Hlm4$^!Ei+_Pw7Zk2X`Y$17G`w=XHGDKY1Z=I~2ACKl zKsP(w2(~1y3SYGF8|B-`y->fy`wHh7MxKwwvX-DE`myBgSLlW{nZ6CK?_LkNoQ;u0 z^vJ3`ti3k013MH8=MFfwO!$rNV46X!CgOu@!=1+TS}om!Rg%8gl-;cz2iLJ!V35&A z0nJ(Gj5DSjGh{@f<(uwyQ-?+^y)>VunfBkfnU?&rNZgZ&zl&Zrin25hZl+tw~Yb4?2o7YqG!8_>^?q~U3#B9&lQ2CnW3iab#V^EPhHNv(d^2U^m zIx=!afcys!fBAuy=5b|l$0}S4!w2)3l*LdhRGE9W(XORu@T^3UFE=JjOMcj z&vX*pwy3SeuU(7j)lzpZL!-zf@aVHUa!u&SHTQlv>Fs0_nZx zv8Pn?)KB-T1O39*RL~+{z3L_Eny}u0;Ow+9v8};-X5Kn?QbIKOVd%G6>})Z?#uAwE zybU$#)H*Hga}dF>K?17a-P5HMm=ID+#pGhOp~DDe+vU>5`dd0`rY4D~pmTs&V_A#) zK;Vp3)&dBZFmiwpa*#MHK|Ue@^v^rk!A+gBjxtG{qH&bF{X&c-j$8e#$Am+0Tugop!3i1Q^zeKF5K8TG~LKqKx6VFQaLNX2$^EM#L@5^yMMI+VR=Y z#FjEX!jWoiG^C9zgADm7!=d~dNs!n-3El@k(*T(^B`jo`6PFVzA53D8{}t6D0PBhD zQjeek90GufUWI{*x+y^m`jcVKq)kbN1PkThWJ*kr6Nk%~V4*J(4sS~-#(^ARV&cFWQb}X|5d$atvYY@s(3~dQ8v~2tZXoi|<712(EJ7 zBS_gs8iml9=0tzLGQgEK8Eh$orAbUoROl;=HO6)r=Tpd${dh5D;_JqTiRsy&jb zC9Tb|032J)KU5rBJsLHL&Z}U&$J->${7fg2MFC+E6P;TsnZ;|+wWzETvpU&hs1}Vf zfnS38u&34CYZ+6%_eG(#HkoxfwON=f7OO9}bt;F3v3nJhgJIjr!F>{b5~Js5`)1(y z>*qEZUDK@h=Y1E2{gvO#c3jf-Dw^SE&phPH2;A>mAnci^{N%5aPhIAiqn08VaUOUw zC!DH2P2Js&j=^CQa)?SeuAp4P5aCu_lxjseZ&X^HS!|rM=>3p!+-L({>)#U{us5z% z(2A^OGB5X>ECxj6>1XIL`^yktprZK%5cDB#BxkjwB-2Rb-3MP|8@Db%C<|2 zKj^l|Hc6Y*O$bh@nQ+8D#+bQqxtbCYYJ$cvak}Dy1FWh_aF29Z2bfj4ykHJk08w8cNKz28VeTzzKPeJ;JY>8(Q5L}%;<3bi$=#=D4tH88A;U@Oed&G4r()_p zip6JdCsheg9iJJLfjK5hng${6}wa)CGiq8N^IYs`wIg9$=P; zx%>WR0LX-IqOLPlue~0M+-fM2!q2n9i!T3x+geZpf9F`S82rB1VHBOk1> zyc*1hju>uJCP7B~bxbjC?Mg4x$CX@$GywGe*kK&AhDv>920}6*O5}7$l7UroX0O&1 zilVvz(GLoptWcK|HEU9_)QirP7$+i_65CDqV4aAUlTesh2MJd+U>deI4h~cGt)FR1 zwBNOg+95!u(5C>ssK2loaot#x*0+F8AD9V1ai__VUhZeyZJF(X*O;??xeG9`XS`vI z4ZIse{&8zo*|5CDW!VK!9gIE?>04Qg<3?M{j{(Q86F5p!Bws4s(9TSR# z6TNko6Mb%l;LVE3iqs?_fba2#d%kIpr$jWm>1qst?cUTAL9`72q@*2aKG2ItiDVw1 z!v-NS00Drh?6K}Sf`a$lLGPM-E%_l{KM0w`Ms|Dw5L_mrMv}0ynOGtVBV$#3jp5L6 zaIYj>uTG~d4yP#b_562?ygfaWfU;PgQ)H1=z-tkGh$RI8L3vEvVVua5zlqmz$83h5 zPnR=efwYFz54cPiGfX|~G_%?5HSt7Q;UvBkWKamg=ejb%jN&i^!SLFO!0Fdrs2_F20{DZy4ye9e|Bic7%$jdnIB3I^1h|e!&B4SN z;j2ih^{YjwQt4a~F30@Uc_rt`=8OD3A5Mg4-aAo7qZl$5nk!dybLm4cFb6{I1l1RD z;+_OjouE^}APjN@$=_YYEgfUTd#pj6s9d%8L3m~8g6zVa0p1OE4h3sZ9(a}0YtcS$ zxg^1!P@-yU{p~a2#UOImwLas)MUeaZJ;7@WUt*&J*L9=v`}i664L3Nmi{MH3rkBYL z*R9i`^ChuI`?K}<8R}1$K8XH7@9Br|vz9}}JudmkgARM9wKXbXc(l8tAld3XOc^QH z^uOg5|>qaj3|@MJKYHQWZo1#7Ca2J8$LW~BVS_~8 z!zSt}*D@+6oolzRU4o@rb@V%(Wqsuco9<-Bt_Gbc9rq@B=jMmA9*D-dTc_5L|DX*T zqqigNIPi4y_tY?d3>+wVnw8VWk%J<0St{I5)z_>c5(=c@U$SrG_APKnP11CfeGc6> zucPQhm`Sn5I=XmukDJTDY{(kTx{^w?^5WpRd-vVTMdcxyKNF89sO1J$XEu~CIB2Vh$(2BDD)JlHS1JU#o@`;SF`)pj} zzZ%`o%i~zq(=Elc;9XG8ji9B`5G=_))ii6jxNT>X7hSfzhMYyee2zaVOIxxwoIEGn>3nkkQctRxo4ZH8S#MR$bP%+i&5ThC z+|sukQjt};k1^jkaC+GB0$)J`OzKI(bNa@Xs8$@ywUMeXWdM@Axp}B^uS4_G>vvG1 zR(l#9=r7GTk$^DXSnuEwrXtZ$QAPcKXOzG-&dPqHBRJMh7}C{S^+9K+9RN1D+F-Gd zI|Aef)zT#}2Z!Z4bTPXtg9$Vfdz zEObG?T%duwP`30ov^O*gWT?#sujG zVu}{t#91MhpL2GxwGABbt0fW(DrYK|DjOkxN=_IJaU}9DHIItyms^rrPPLy4-RyP( z5aBh4CNMU47-$10$I|jluQG6@uaRFAwwiExs>e0qTEh}0qX7&YA*?YH7j-*&1&|h2 zej$D-mJxQ~6jI?c(zB)ydlQSV*k_qF8~1Qs@S=GR7KlazZuRaG)W)7RA*v;f#^y(t zr=2DwJRvOLjfMBvCWfpd4o*q&f}9WJ@)T8*i^gNm7OaZ?AB8i~!TC7A*?o7<5k-Kut$8d>$=!T6|IDNymQj-RD@rXR^x$zj7= zjz)&wf#7JN!28avdjFrs&H^BAW^33`+={zX+})kxP~2S?cXxMpr??j_PH}g);_mMD zL*M&e`R;GYCYd=oGnqMOCcDW_@_^I&JHk;j&x7a^tl$HvE{RZt@lZH z;_)4x>Hy8vRZguRD$Rb&R4*r7sUDcY_DM#sg!FMtrDCp{sbzovv)~Iz5^crq9__kq zjdMIc@z&>RvSe5}I$ccd#1oh8sU{((FG`)>A@;0`&Nn^uL`q+)G&mZQ{2f1|abWaK zQkoQTh@5FAf_R;6l0NlK>Qy?UPD`4>x(k0E&Z~(X7SoQF;cdD}6FCyC!HuIqGz1bR z3(uD?FEAPG_yYgX!ajruuPx}kO>W|%u91ouliD6wUv^Z<+4ROFL}zTtY*1KmOx7a9 z-DK!Wi$eh>;?-JJ{bHcw^%m%^qLDz^@-wbNV7}B+k`l!HhlYBVXQk@l;_dHP>m;h^ z7wlH|<5f<(o&B5a<(bKn($L}iqwbT91(ump zTxag;gPLltTP?>$2(rmay((8t_tTt#5|LKmbvE*|?VE@&}-%WyKX8 zlF>CA6lwR*B|js*KFNCAvd0WC0FjY_GfClOh7Q*~TlPelxf)+swi<6EEQ)b0y@FwO z8rJUE+mAu(i^L*I*+U73z!1uf!tuWhL7=&n6NpeZf_AdDdl$&;5DodP#h1#X4B zk+of2tnqf!XIkQ`XqE$NtfT?owdA+Q#gQVmwl}+lgiz&guQ80;tP(DqEPGguxQq-eR(~@w3)NQSoQNRVzByESWEJ0OE4D7O8xR-W+>S-u%mEVA^VrdC zrSmgR4Z9Mh8mEC{?D{~?>2}RK)daF!;(5X&N@c|a)?{PTkGcATn4k@IUG#NqX#fm( zLq0k+8!;{HnINpW`m>DRuo%I?ks)v~`#TynjnF+PV^r&`c5kE}8PB%2ck}YtEKf@U zxObE`Y-+wkj7^yvXJJL}ZeCo+9Tk@;U!OjVRY+d0d6XXQ&g~bt?9zBd(*FS= zb{|)+l*`I)P(kX7EEXTXmgUc3WB!Shx`Bwsh+!;ic;`#3;46`ZaJxvGfDM(v5B4r` zUX+@y0oe`yw!?3xHHF0T>U!oIq+a>wPMas!?xA;6M5puz#c^JAPu+=PIWdcKnAdLI zuPK`JP=mUR$>k($F28mk(jI>j1H>JATjb3M9*Z;x+{g#vcALbnd~VCcxSzrAr^TwRw4Vx&k91kt%!}6RL#^ z3t|my3-Tjb5KcAVsc4nX zqoN~y6A6zA7qsOt}K6o@nAz?oy_ z-w=VcD~1tVKCC@AAOL2+PoOPubf^ufqh5lT5(Qld2#%8SjW*QBfN65@w(WqqbAP{^ zn(eZ7KD9dD8%`M~C}S@FX=p#Mfu4U;johEurW4yi4n0gGUREZGti%vGi>K>M3bhIF z9bap#5(Z1G`{KHZIS_bM&cVcuPcrBM-f-Ood=m$nCJ*r0xR9}k(ZZPAo59}=D_Z;V zu@Epukjb|+8%XBP{`OqDMd$RtT3poKp2_ges%){b`*N5}OSojbP26 z;S(JLWr8@OMHJ~sVJQMpJ)gRebdgLMQ$rX$hEkOKd@CUJl@ZcA2P)E-nADf)MX(2z zmD#l;$;p0c$SIs^yBG=&3}(7@rj~XN6pkE6GqtC_80g=kcb;k+N~Q?<+F0%Kt-md; z992(-f}X@0e48J^Uw_I>1Cfc-Z#(dJE>2{UnVuP{L0v{hX-tliTVwUcQS}{9q1Zhr zyfZrU4y#*eJ;xhUB{lk`*r{-eV9_4BOmf+#dHj11(D9Bq&jyAo+Nfrf zNYvtS0vexRDz}^YHZ~*PC<_i~nMiH2YvM=>IU0m|uy*^9Jl6hGTq}ysgc|lU#+65Q zDpyT-I%K&17t3v{ZZa}YK}Uc$)WWlY10I+q1^Cg|jMiwFv#s9-S3(_do98Q%@{h6u z5#2 zqF{CUZK-<~iiyP#j}4!Gde`|Y8<3eMiqVmeV-KeuOJv@x02N$$jZ$rrtmBZ|(2%DE1Yfe4h^1T8T)s@Kv?x=ao@wcS+w#u#Hf${l=6y8U zd`hurOr)J*cUmC+gY(C=$vDI?H87g|S zE}}VED-x5-qy*Wm?BZug_EpSDFrR-D9*hmVJ@9>efZiA>%}4=P?oc^xJSirno`U@O zJ(8&%p+)ni@2j}1u%g8ovEuJVu((xaJl@-ai`>Krq8x8eF_VWWb%BV~~p3NUeghiCYhOCyY`hqHdr+pa;Im(7U@d;Cv41mMj@2?#mVX zTqXl6L8y_UCTdMz!2~~alz8*Gj|$8`=bUqBW^-1*NMbWywlGi;wJopZEBWf6khX3s zh1}O`kC~6~i(W22YEZMew9E1aWEKXY`@_RzHFy@TRMsy|Ja=@J@h#>( zSNmNg&Gp{sh)j?Wo0v>~2VP$g&9YBb5LGO3y(x-gDT*j(T%9$BR!!A%$Gdp`K^w3l zo#dD;cDp8wUn5-~hbC5IyP@NMvzPbD@RbXR2FE!-HL?B!t5`ws0905hyl8*Vu5@q-m?Xg8P_!_z2K z3nf!PV!F7?FMIs;cuZ`Pv}bE#=R9EpuC@rgMF}IC3QcAk`mx4y_(cMC{H5x1ltMa1 zz6(%lfyzAjm5YtW9xYQ=F(OXBDgU4i(C1F5M*J*4*iVItdAh&rUMXQA09forxgku~ z0}lPKLOxb@zl6Gh#^o$Kz7KE?abNN7JP=i%ybRR8IUC|TreC`<%1J?+k(dsFfLetu z7^OQ8D6*lk5#YPbp;<3a)4-A4xdZWc^T*;Gv>1-}yOIGcmNCc6}JOT07aoz%XG? z)iPWoxms{+cXr9$bsB$1p`(y39b{oFo`gbyp42VDo{Y$tr5{ajXR%&+h_jy>4`b`F z*6^jtAKy?E5e;TAj538Em`|t}0d@{LFl#A;BWNKbCKOSWe(pZ?^c&G|*OpTeWn!r= zVsA}YQPedl)vQEQTGg2&I$~)lQS33AKUW(FAqFLBeZNz0@xm%b#QP7s{Ddp-0Ymv6 z;OjnTWxZJoV`S~5NEPHUGZw;Tg%Wu+hooU5BB?}lo*l(5^8;E^C0{fu3l<;gR-AF2 zdI9JTehkleePHhxgeofN&&Vj3SgYnk-5$Is(9rtGv^>o#a4Ugdk(WN3Yw!0KA?%c% z^6c}R@a(Z{fOB7VJyFj>4fzDJNh!ln7_Q)e8>xCFxdG4c!_RuN+r>3fVo&c?i3H28PDiEH@ncZ zUo{h@ma5VfaDmnAi=9?)g$YP40P>+Li~c6}pl>~qcAa|kY*8*DN=h^tK!2=8jDHvCFvKhN0gho({iLbpGJ z=iykluopV=_V_exA%CBPORWE;crdJlfABMw12&U0rO#j>h(nIpSMy>UxjL_bo-|1k z7Se4CI9&lEr*FAL!0C?@%#&K|U0cBrjIk-bD-CYK%urm*TPN5~S!(UMtXwg7oYzly z+HvFKugs@1+AKHGWj|CyB7XRYp2Xy_t-7?0qkbh##=?DCvbef+;>2@a;?C*|Mb@bL?FC^(3U2X3*t@5L%? zuXKfGr^&WmyDf`-s&Chtm%r=e%YHsP0qcm_4MG7JiNRO}vtcUyBwW5+bG2gc8DDgB zh~&9Es=N_W`EAc^SFuPLOV)=Ga{>wwKI;KUgMAwYvxLEz!Kq^x)oaySzgKF#p5qLr z4W7oSk;VzS;F2?Ti1+M7+OlQAr%H4qY2J4=Xs5K@=r~(?z&MS(-v3t07IP5h6@WjR zvI~VUZoi_dZGRY}ng?5F-1pUPBo=d+z7Ond%~@1GEBh(slN7g#!*phGr>kv*oQk%CXn%R1Wt+qd_Dq-@uGojzxq8 zI4CH{05R5NxMTv*E~8|>MPg!2OFyVpZTf1l9GEclFntKguI$Ee9N>Bv&oK9_`{`CR(^8;m-#)){CZh! zoKo_1g}K?AyX7i2&%&VSk>HFF>yTz-Q#C(@| zbdhYgA#N(9tyU0=;i|wwyS~d2_G!uikY*Z_p&4;n?TMsChcb;6+DOv%gZH%=kyY?{ z8hbf-hxj$gz$NxMRbX+;>TNUnr4q0=dX#K7Hq%8D3BTH$wqkPBGR&l8j((I+aanco znofsTq7)35S;gRWmq_q%##WMl?%I*M4QhnoC>t?b6)D4BCSOdOy|_qLM=3&&Iy$7$n+A^e3LjyW+XH*#u{Q#_<#0-ov<*(h%J`^H#!u^?bypUiR3pbo6hc2TWEvi+(d>NT4u48PCpind$!)MVXb)=( zTev&WO2R$LRfBv%0NBz`RZC`!2PX?Vwx_wQv^f@wbW|%AldKft31gAM|SB|IgO{B7# z&?5J|zprn|z+J#Ifp=H?HKR%Zo^G^|v)La{(7aXfY@&!dP}+D65WJzS?_Jvpy;5rW zWkoP^;u$fYN04mcD{E|YM-#R?{=!)A`bn-od3*X;jTxGL+p($bg#3gG7B&_(nmfF` z3pZHKhL;b)DD|v_Y~Rob3Yf#qFU4u@>`1NH4T zkT#S8yhasSN$TU`UPV@TCjjbl?`;*{EtY$vMpL@=x;I*oi(G4trcrfISnRaTh#qR5 zAw`7<{O_>2Ul2DuU&p7eEHH-kT#F~E#NIHo$EY^&b^-V4`eh3Rnspv6XC7-hkH12M zb*(8GPW?brlVK8>=G>o$cIL6nT_zWF)^GhS1hG$l z=$V#Pv^I&qU%3ygZ?)eFUZ4{!*O0gZ)sT#=JB5 zwPNEN*4gkz$`j7pN655!>ao2@6Aa7kp$@dErRJiJR@bT9Su$S4I&N>h?@ZomhxL3g z#=nU?d=gp9`c?F_8cq|s0{g;~Ad39`fYqc4-Qb+yw*f|I{{hD%$;;}@je*4lHO2*| zRKLl2&b-8;6f5>ARy~jv!*BU|*dJLeRkJp@02R&u(5IZu@epqcZ0zJqR0! zuDRM42=2Yny-b@8oA!ZJyd*jla!KT62{c2PJ0v?wJ22s9P^!urw`y6{&E@gs;T7f; zcN)>^Z-#9l{@Rfho%Msa8X6;~zCRy14n2>dDpWh|uSs;36 z?@&6|lDUQ#ukSVkT-7iOEvlcPhJT-xq*xobJ*!m}ShU_()I_hMa=vl3bli5BJ%^3T)ja(4 zz~X`pe3za}Rs*y+JSt?#Z*Dl@Yea{M}io8~T!HQ@a*s2rZ7Q_8Gs= z>>liwYDP^KYCNWY;yv6-7bsQ7!a@7vetHUU%Y*7d9Z>n;a5=)!sb|$)_H||)+VW+o z5k%jjP?so7wXjB~PQLy~r1OT~wIyYKJcj>riO-r$x_+hw$?+=-@tWam_nbVhr0-80 z;1$j)ZP-1vsz68b8~my_x{gDY+V;svsqT@(0!?8%CrV(|Li*#g&y9(7pQ<4a@QxUU zhnce@J4gkOmV@P9!L`C!_AC?l!X&=0F}jIe2$;hqxq`@ZFR;NZi}Nvi#M&;wW&(7x z=E-YyUGIA4a)ZpPL`Hkl?zt;MS42_wTLP!v4m#GPV z^=vAUcJ}d(dj;L>^DTT{I8nRiJdTCvPvq-Ea9SQk{dAShsZ3)#FWAEh%=#?xj`fDdC=T9*ydaz3c{oHkaB_FH_LR5r;NGTA^AC zlo_pa9TnZQm0(Y~*dxm}mEX4btvg+;V(`KOSApw_ni8 z?0-Fuel5^gUjDH*v2;0lG*_w7VtiA&TNs2Ijy{^bN0({qIC#Bjs<0!&DjbLmb4j-S z(7M&X6E%AA{>5e`J&MD$#A0UH7qTG~tm($y>p_;W9^nDpMp=%@p(ivr2^bxUw{61< zcpQe*69OqYl)w~%N!MRWjPnv>eT&cMqdmZnG5l5$AaUuT&OaZaqjabauTf7Ba*mtm zCdR}|-#wqQ(K1p6qSt^8Rmb0VC^4$5N29B_QpJe`sY2B9BVil5Eti60TvTh2020 zx2D)#7UAM9>b@#v4Axo<%gA!LlZj@Jw%AObZ)TA03Mz+GN68Rya`Xup$Xyr-AlV-DN$OHrB$`ca;Sf? zpfE2eqZALi4RH3F&*wuBle8)`#a-KZIvQGH;4)F_PjscPOv>dwlj-l7D)NU@Lmyh@ z%@hP5Qi(dlyE^U4H7j`}iloNRqwn3QL8G9``!PstP3Lt`4a&Sxa zyowpoeaDZDp{|C1 z>jm)u*5h|^c!{f;7j(PdV4M^(bhOG;=v2{WKE>MPT9%<}A%#Fubtd4os3>7gA^ByCQhmLtnsa5wUJM7^Mzk&J{SFW){t6dopu z-KKI;qF0U;OZ=fE+!gznr3&!>!ErMHg^1EAW=`;X?S-d0o=a0?b_{{CIt_L2!C^4; ztFlwck3Rh)wij zk_mf6G57(C$TlfJcp*Fq14lgCWSR(Lk&2!oF{6(}PfB;RM9I`xWxfSL=*vh_H3DN8 z45@2A!Bl!S&K9TjJaqaVQtxw}%T|{YlZyQ)li8!N#V&*|oVI^-3UpyPcl<58Ri@FF z8h7nvt5*bNvQ!18hg_F@-}HErxYi3Unhbat2g~RVN_~HK{k$gcPBOMoDY{p8V9;p% z6QF5sA;c_7yS!ME>S2a=%F3$D`}{TqK8|{dNZTY})090fY8d|#@od!J#w%+2qM~?EO`CFj&!C<@UTV5yR z_|CKm`FGG~AYFO_rHGuw?^==c5Q?90Vk+XeJ7&fB@E_h^R%R)jr8D60efCpJ{$~kn zM@sAAwdK(xFCqrTS7$c2J;17Zhi5ES@{>ZRz~<|=hO_gyq%rU4kd*x-_r}%z`dck-t=oipK!Kbj-kk+!?8?R zmz)vcPsk1OSO)o1z!wmVKpD@QH>bxLT`xtwbe-M;+|m9?Qnwy642=kwubSNA2gR$l zw$z;*b37(Cgo!_M`Y~_1_+Z%K8-Zktg}EhgeYAY?fC8u1%X~aKJj4-$d-e8R5e}x; z_dwKvT7aO{Zy6@$#dUCy%qd_@ox@g`VO@e7=X>}-@xY!zCYXHj1vNKcLhtWPea~dppZJ}D<Rgm3y6$FR*(=n6%tK;Uid1O3kVzLHzD(Bz<4f%j zhgeY(C(a*piB%LD@ClZvaCUfI&Y#qQoqOVV3Yr+%@waf^Vm=|FB%Y<+M0}y%P zEd;3H>`Y@ML0I5sm|fW*JqAmF1Ar@_emMF}XNwH!#Nc$O+CcbnLjL52fAfO{-X+-O zAMs5Akq0~oo9qWv0-FJKlo*D7Q9GZSo^Cizb9XpBXaej~I@)XOI*p(zY)cQxSqtQZ)^a1^hezQkv6EC- zaPmQq97Km@0UKBK1ymH|~aL!1!4TyHvqOx8BV(#B!$5x2&*l zj#Wa1-t7n8{nwJxe9L?$QCqbfQQ0H59_~>F)StMMhdLH4AFaG4Qnx}G`=1&68yO+& zum!B_&h-kd6M3J)55}21v%QO#FPfGwoEx^jG;BRt^@BHTnKekUVNG{+2B&$2T`%HI zXB#|nyrRrrWE`rNauyaxF}}Z-UzRg5-K+4RC4ZdPi>QJzGA>IWUxCCGR~9#4U?uxg{PMnuxr-I8*bd5mjq{!U9}h%@y6rJr(b(Oe-5^; z)DbNUbp`ZBuWpx~;Ei#B&;JaOV3d3bFBh3=#g}e5)t)VOr#mz6Bj1jGvl1bXPmry4 z=qb0x^?eol#uH*ctJs=n;zzM4Wh1LPqc#mT^;=bn_rs zv+FAAkxw!!4z)-|P2C~;@s?u78Y=hAe>4hDS%;G_ovJkJ;)Z_Q_GbQ3;jng*$3k53 zDtKZ$a=V+Ma!AD0=J6pH7iyPOQ>88 z@t(!46|3g2(Cx z*h4uyjhIf=SoQi67RyV>RK)Z#qI0^Gvb_t2?0NWff4p(?^)-TFr!VVpN!Q`hAUcu) z9y8FG9ZjflDTSi_oU4=VJc)k?YL!xs+{JIDiwzV_g0rQ7k(nS!%ZaL|_$v{`oV1#J zM2%_#1?xOYx63HBqLYzPZ(x>QZ2>~xBvau;sf+d^`6t&|F;Ipq@kL|pMQ(*KJ>4EA z$rkQfMSW9aW785tV^(!&M^|oy3)g(Hc@%iiW^M(k+YL#J6=W5%uXwdM@Gz-6^iJZW zY_$HJF)ODoBb zxIm1Q96W@LaT#l&)#kp;>U91{IuHc^Oly0|649@w@H4U3^7F zt()SeLjj{a*FZ`?uf2mfCX&{I{5(UI!PmGvk|cJH7l*l2YVG9NxY^jBROa4ulhkE~ z)bMzB$;ac5^pX}mVumM;pArk3v3)OMCvPKbh%6^)xiV(bW>SeW#MR{m;`mBP2d9WQ zduRz2W9cM%J>YByV>V?<#H)*0MT#}B`Rgb9B5B*FjVlxt;;585 zsb-1Y3nR9$^2SHi-^rqd>?PDd5 z=t@KvQ(Y)uFEBtwV;V$$Oq-&~{u83{7e|zNa<8qfHcoN^sxgqLWO&^0RFx9I0qGUS zXCBxa{F$tS2wFHN^`Y+`2ll62dUB5XrKzve!B5xa(e^<@yW_eB*R~lnZMI zb~`j=^JOth%YaERP{Q~n(s;{+#A-`Jht#%>ZFxU}gN9%fayv z`M)vi7(SpI|9{XrE%{+9e|m)0Cn^sqctq=#SOob*ZT9P&!WW>bWRwz&?HCYmok}u^ z0zBRRt;HfXj{5NmY?aj3r^O7D#P0p_qG6AlAVZnG$x!NKC+4FQlsDr;v{=x+X(u&P zvlaUA=A=Q<#@2GL_!cs*yK92{gu(QNZBgf>mdY)tnS*9(KIT{rBg!-pbu7WgWGmMb z(l~L4)dtqz(MR?0R^DObmV~MO_CawY76&yBK^}W!#D~n5hCHy51c0{{RA|~4-CtaE zhnEau)66M8OzYI^l+o-d9e3+bK3B|}x?i>Ub*gyD&U?6-!OWSfjLW~Pl+TA$a{Q`U zr`dvT)R%^m9()FV_Pqe&t`ZT*OA&<&GoJvv_j3hVrH{T(+oI}GVc^~U?(!M>SC}Wu zAUXp>H4E9V&gO@gLOAQt71oUbpP=l-kO zQQ1k(=f9YC4?R_r8;fmaT!chK@3gdc1KT$5V3;er{r=m}f1LLZM>Dar{_SRl54y_V zppw7vC?D{auSWI;cBVEC)^>l;Dj%Y6dY12S771ZhaV1qMMN>;7`)@|h^46AmR?z{>si#-{B9bM)4gH z^I@|;Qb9d?qmS(VUp6wevv&|O(X;#83{rakh%+$$Ripp3Kfxal{nhJ)t={R7rd9v~ zIu%nZ0V{jczXg8^pkiw1U}FEy#$jan=%~!}A6@&uXC@}5e`v7Kze9Q6m;d|B#`wXu zp(prz`>)W4g!NCm`a1_!R#pNQmJg)Q|7m7sX8Lo?f8TzT=BlZzudtd(E z^H)hfbeY&W{_OpG&qq1_4*x*`y(4|Bm8?uZP?`iE=dpkH>wmZR58jad9}7yF8h+UC zqx|y!gbF!+Ac+2r?8ERcJkmQD=pEAe-bo0^4fIUytO*!s8JKC=3CK+x9Ber0-oZ%k zLV%r~jfts&J*~AJfa0%iAZurB=xFc`{rvw=_Ag)(!@tu+|LU<9kv6Lq^ZY&hqY%|CBM&v%Q0;{zJyd&cyWYsQ)Qr`JcySWM^mi zpZUGZnBQIWpJ_Q*S^sA}7&+M3-+Rd4dJcAa@8t&?F?nG9u9b3uj1J1^@s6 diff --git a/Development/memos/MakeHARKworkflow.py b/Development/memos/MakeHARKworkflow.py deleted file mode 100644 index ac3aaf4..0000000 --- a/Development/memos/MakeHARKworkflow.py +++ /dev/null @@ -1,51 +0,0 @@ -''' -Make a quick workflow diagram for HARK meeting. -''' -import graphviz - -HARKflow = graphviz.Digraph(comment='workflow for HARK') - -HARKflow.node('HARK1', 'HARK 1.0', rank='sink') - -with HARKflow.subgraph() as x: - x.attr(rank='same') - x.node('params','parameter \n improvements') - x.node('solve', 'solver \n improvements') - x.node('sim', 'simulation \n improvements') - -with HARKflow.subgraph() as y: - y.attr(rank='same') - y.node('A', 'undo hierarchy \n among solvers') - y.node('B', 'automated simulation \n from model dynamics') - y.node('C2', 'rewrite input \n constructors') - y.node('D', 'add "parameters \n block" to models') - y.node('H', 'multiple "modes" \n for simulation') - -with HARKflow.subgraph() as z: - z.attr(rank='same') - z.node('F', 'make parser for simulation', shape='rectangle') - z.node('G', 'make parser for auto-solution', shape='rectangle') - z.node('I', 'make "type \n constructor"', shape='rectangle') - -HARKflow.node('C1', 'new system for \n constructed inputs') -HARKflow.node('E', 'design micro \n syntax for DSL', shape='rectangle', rank='source') - -HARKflow.edge('params','HARK1') -HARKflow.edge('solve','HARK1') -HARKflow.edge('sim','HARK1') -HARKflow.edge('C1','C2') -HARKflow.edge('C2','params') -HARKflow.edge('D','params') -HARKflow.edge('A','solve') -HARKflow.edge('B','sim') -HARKflow.edge('H','sim') -HARKflow.edge('E','I') -HARKflow.edge('E','F') -HARKflow.edge('E','G') -HARKflow.edge('I','C2',style='invis') -HARKflow.edge('I','params') -HARKflow.edge('G','solve') -HARKflow.edge('F','sim') - - - diff --git a/Development/memos/MeetingNotes010324.txt b/Development/memos/MeetingNotes010324.txt deleted file mode 100644 index 8a65165..0000000 --- a/Development/memos/MeetingNotes010324.txt +++ /dev/null @@ -1,23 +0,0 @@ -X add language about corporate sponsorship and NumFocus fiscal sponsorship -X regime --> schema? -X add comments about relationship to AI and assembling various tools -X modern models in both micro and macro -X don't mention YAML -X explicit statement about our thorough search RIGHT BEFORE SYMPY -X make it clear that we've looked at other fields outside economics -X important elements, not "some elements" -X don't say Jacobians other than in name -X "pleuripotent" is not a term of art! - -ROBERT KIRKBY - -a project called "Bellman" bellman.dev - -X new generation of HA models don't use dynare because they can't - -X "as evidenced by the fact that..." "despite its ubiquity and familiarity" - -X highlight the potential for commercial application of this technology: financial advising, etc - -X mention central banking - diff --git a/Development/memos/PitchToPablo.pdf b/Development/memos/PitchToPablo.pdf deleted file mode 100644 index 83398c61c7b8cd2779e3934a8239376b0d07fe77..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 135565 zcmeEuXINBCvmiN16eLI*GLji)m>DvHwWIKd%wH8|8{wv>8aDFs=6z5b=5gNu&7DPaP#v(@mPk(Iw$Z1Kztyl zhqibkB6z$?7LHc#)*vtp$_Kjs!{e2)v3Iv{1@X$*o4Q*_TbMbSTi}U_;kmiHT9`WE zd4G-3S4@}|x;6VvSINRnRNKa^hiKBYGgPgml=B&KP01$2gS#?x#v1-~=)TjR2$ z7tQm5YUT|ey1A3VluUZ#i}j``Z5e;*NuRZe5 z4B2A&N=VrZiuVX$?s@xX{$l6f9bZ~`3nV9!TeQN?_+qV+^PV%*)xvLNXc~*>Lu`^( zyr@+D;qbI{mYw@>zcsJslRjP%K15V(->YR4bfVVB)$(Z@^&4ltM(vFiwcSfMVm-vF z-Eg?j^n^PvgpW?>DCollXxxKDvtU1J7rtA%?ldW#->u(Lf!d_lG*yK&Z7pLrhLt%( z#YYXrtI!;7{dnQuqU-SSE``mD6!-?g4z_J)n0%01CR(g0VqEkq`Odk#N=*I`)6mcK zDwm(|w7Nr7-K<$n#1jkshW82{rrVzHQAJn%qB0jK)#maq;Qfzl3-6-0@!6KP*B}^UCy+>)F9?5IDL^N-qhG zxoJk$wBnV^-EWh*OoR9D23XEXgw22bG3_M2L^STP!62@_6C2X7m7 z3TLSo9UiXlFW23vRjt|B+`@epvAj>af`i1frLDeLJZcu`W!{-kL^;A6$S|@F&ByAN z+H!s_`!grL#m#RXcPKZLwS)3&KpDz|U}1wq1RB8;P)8>bAyLUmi(Sg%RMcGztQ#~C zK{|eHXX51e&k?k=FqJ_WSQ}4K`jc)%M|SWVa#J0{Rf|mW>J@a6K=-HARWAE?z0l;f zP57E=)wo+Pe8~|lqqbkD8rj4;#6M)+ahjga(WEY);&o2$Kf%MSs=l+n^T;!SLxMG> z#+7}7KJ!JY(06_brD?)Z>x)Z?W1?5ytjW~E#=~xWA*qwZnTaqeeM-WrB}sIPA#TCf zeDXt2B9Bo;-?2^Yq?b_GO+)oxp?1A>&}i#_x~pbx;VSm^OZ-C)L%HTn^kM5I&H9F8 z+-g+cRz6nhv%Xg(!3UU4<{S4qpT4)iZQE_}NH`w^DBNav%3GWlt z50UQo5?+|ww=ZY~Zd&@XABaCbT$U+cIl)l!Mtw|X;OkTRNvi(CDpbWA+HC&8?3D(6 z+;r|K)XSC^NwgIAGFD?QGgLPh8&mljx2W$G@eH3h%(1%{xzz+srJTeMXMNTj(A)m^3O>5(D!iGGy=v@LfNLCJy%6FCy-mVY3qElu=rg^nv>6?gaZG` z5vIjUe}SB>#q$^I?-;4o*i=HYT@F+o$D67#+=n03-x@HtRAXt|l-iAT0qdim-=*`E zZ}WcoU5Tm+{cFIaAO79~fi4!^w}@tO&55XP(=YX?vi7}Myh%qlyc(DNB{qfVP|;^< z1mTR!%6pfm`p4-TunD0PUKbMKq4^Z;HWU^{h0e5q{IPz$dLo3Om03@4i4Uh}qfVlA*rgnr6Uupqz{1O2sv+jtz!)~qUe6>kmVxQUFor>Tg{-4hR;K8CdP<24 z>aB_nw&+UA>8mRo2Cfhj?O~jZ$RT9P+#Xg5eOshq2uZ3| zHmgPxx>c|kv_uiv$%6ZebVCJVMoZz&6ZbUpevwWKF_tkFn3l+22CF>qY33cA=vn2q zj*5W0(HIGeR{1{5{j+@I%17Td0!&vWcr#f@-o7DEq$<*geP(NwQZM6vr-^SqC|dqO z9T}RabTz4J3ymiR=z&&D!^GC*NQ%OBy7n;d_c0KR8=c*)Y6C&?}elRBEgz)9NAmWT->OUB+j)X7gX)^zuksXh(+< zN%jtLVM977MNPm(p6`@+z=U^g3w?R}S8c=`O%07DkFCk4Z?E2Ydgh=dUSt~~v+VWJ za}hnXNpUmK!)J0@r%ETR{c5_G0kgh>Rw)K`P#rT4(q#^34S|qLeQNs|YBhyv=O!;4 zc}wNT%NIJ?JHB1QJvYhIf;zYO=vUNy@!OMRd4mQEEqkQjyswNkh=1wvNS+6qi_%Gm zRjyp`fYC=Hd9gVW>jXy1b<{?bi&ZBi*v-eAR{kEXGp*nTy>jL|ZS*bb&mdNpLj@9p zC4a$(Z3?wo$KO9UgzH|Rce&OG<5@VG|CPuB5Hbk{|B(!9`8ZpEc-2g;Ebw@xoE+UP z9NpbO$ZS~yk5|LO&B?>n%)$-C|EojU!raF6u9G*&fDh;p2|_{8-yjSm_#1?SVAmkPiC4|l$xPG29b^DZ zQd$PYt7YNs4l+U}=f4N}bCkbQdjWm{{(m>M@4VgTI$igp>}~QMi7aB~PV%FQhCu-nlBZ%ev8b?#ii6(|D2e`K(v%Tjth^;G(2yQM1vL_m{U?3Roz4 zq>{pVSee;b;fhzN+cBt!P|n>T~0>J?sLXOF2B{4thKBoLNbh)W8*n?LGJjz6`%t!FP8| zFHHtwx62PV9kJxk7ln63VBeTq)^1*QGu`kp z!MhE*G#cR&Vkv$o!hY5$s-%G7-_UMi(XDpGm#B@HKVmAy+R}N=DoQZTC1zR8j*TL* z9#@KDbrP^dTh+14Zs~##CV#_)&qA{Q+5d^l9_hCueywcPhs;XR8B)iOg@>NUP1oR31r8@Y_56c@}T%S3mRSxv4q^-|MIgBOIxy7L( zy=~PAb?ABI3CzP~GTVOm?Zdu|93%T_a`0kmwA+4Fn7LUiXfsi@;}j2g;9NK`Kc?qT zf5m(yz4Z9eB~9VTJ*uI_NM6(v@nLxuC7=rDOIo4xLyVu3QJTrG{co$JDQOO2t+qS%-TFwp zh9XU`BzFRTHPkM&tM3}I!fQ-&Qwi@7KZBqIeQi>I>U(BYl$|!ZKu7K&Lt3trI2mUt z>SL>j2Z0x%0*9{L&$$A>P?@KdZ<(Fn3-QX*4v?|PhBHpIehs?{OSaQ}k`~Y!{ z&=WW9m6#{;d?>?Umx9=xQ9^2)*7iX0oX_y(QT9<>-Uv%liK|h+##_y46;q$IW z{1GOCFte>P_d(pq$Z0^YtUgu-w_kwW4ap}~Zn?U2L_DqS?FzS0y+CR{k#nz1A`<1x zF|S71ciGZEok)VdKd5G;jJ6g!39l84d)m&dMDN#+VjLmh66K#vHAH{Yx1Aqha5;CO zBlmPoiSs~;{qY`WMlxca+q)(Hu3zzJ&4){DRtMZ=xR-@0_s2(AnhozU%nk80-!!-? z`MdPOYhKI4VYqxi8nZ5!xlT^XXFsE+|GL+)Kxf2MC7j;=c6dxDY~oP|o1Ki`doX>` z(wch!?RTMId;HfWkH64Xgt^_T+(;05QF%P{sU;uJXj5IXlq>(ooK9-_i08dYP~p3y zE-met=(fReMa&*A4`%_daMo~vK>Wccbov-qxtpk0?w;|~D9T!&wy@XWWkrws2EM(9gr6VY#?9F>CEDm&3xV z0$<$<(%YBo7e-%RUbz^RCwhOp&BfQk5~C6%Ry=dWi>=%Fs>lTXHAR&Do8IHRyVPY3 z`u+UM6%Jlgn)tQGSEQ)#z>g1<%yv%`O6nsEW(qbRx7}ePkGk{hV^Px~>MfE{Tar5l zhUvqO>B$mJw|f#Qm+C|0oo}zJSAs;8S)tyzSs^%e#Y~pITy;xr^Tq z(<@&1#=UBF_wd)4rFjz`w$oR1`$m$%b1Z|o%|aO=0$r_X_nM%?nI0XRJOAaQ*6n;ra(+DNSPxGMXeW~xW;59DzLJs^_-Uj# z&azb?U!Z|GP&DHM4{M61FD@?cZI*b*3~RW+;d{ zac${^5!`n-9jm*Gc&}#od31O1K7rx%aLe9p?648xVY1^yB8TuV)Uk%ITQ|D6XYa4g+7gMu}h0kW3(-#l5x-DfaH-cxs2tSQ$>X-K^f$Td3{;oGKR zDHJG?zd2@ER@Ywl;cbv<`G5&DTs^O{_qO=ChM+U0hoG@s2*`Ktr*_KAU}zmmuGjsH zmkmtmkHE&Wt-5#)apu%BaK94y!}-l!rP7Xge`m+#VKUw%c>X?llA3IOaC6JoR`iHF zDW(GM6i*N|pDCXl@)}AKXX^{2#*oJa+-Xkr)4OS6@bd{4b?(S++~?VYJU12m9hF>@ z@fzqm<_vb|snj!d!Ct86&W@6l+u6HQg)sE6c;a?PszWX!XTpzpn!>&>R@u9Gqq1)4 zMvp{|CWmylI<0*B@g8p#9Rn=?;}df_u~zkqIbAs%gM@op4DDn01GJR7F_fQ%al+R# z9wnhqppanX{ld)Iw$y))_x zHY9A_SzK>3!ECy-rL{c337N#Z`vR{%0i&z?7TrTrZ&zh2HrZuicAw*nRT$ae*!yk+{SQT9H?x?`RH1ZHL&-3dYzJzV;gj;l1#wj!NJSfi& z+ZF@j-Hzfiq9;zx)oq(}ub{Fj+Zpz7Hqm$kNz3pRMPr>Zi{fSDMO<1u?f!9le%QRijwW!c!*6~o@ zq=|49SFSM!j3+Ico?1DER`Drl$B||6={=iAt6RNG6xs7w6bbfgM7|X1+N)<_?^PB_ zd=19RHOVvLWaL;X)X4-b)U<~3Kvp_(MnDk6 ze_i1Lv;qL_^~{k)-0yM?0Dl*8|5oJ&Oy+MXe!r9v1S9_4$}Ln+F?P9*plRr>^`?bk zOQPAyR=r06!Jc%GJ+@@rfaI2j?j19OXBJ+nZ2n??Ju5{&m?;c$*due~)^nen94t^Y zYjg%{xM-4nZy)WGdLgDY%$<6=@cm%-$XbMElmndLF$Sl7rk^3Z9eTCj>745k{NU8( zog@6wW0XN%;WQVnsIDGSue>Wi`09(u=!~%7NOMRymg|ru_zC$!@W-*-bdMukUk^yi zmx*zYSDE_R)=GaY=7yGNbqpNHq#E;7pNU#N(arl!unT&OJFAb6^DBh+nUEy#8K zqtDG4k<<^wW;eetbVwzn)X;_q#9)ORAoeia9zJ}V&&xj1KOG)ZZ($o_Me^vvSKur; zQAgX5Y@l>ioSSKC)~DJ9UEsLZTfjx}fN05@v;Y`65 z#wt_prUM>p-(JfdhsseKDpcTPc0Gd|l_ z%HbI_%NK&)L+orJF~Yd^g@NS z+;5_?K?v(_BHYq;jvIG~2b#&-%j`}4ca$)R!&0EdU5E*X5Oer<}!NZ9%Z>H@~?d4_+US( zCwsAHokEgrN)M}KuLyxFQC zbEMR)W)9sDs#ATPiGTLsn+&1hYvof5%kAPD=V=9vpDBql>W7D`yE^e!Zc{K8Vbr2$ z2D>rVo;l()))kKLD$H^RSMNQL!xGdPuKY?iHiND8-BhRM`_8fs(o>ULA9_w1 z7UmozDm_>xZ(mFZ<3Q6Q=m%d)&_e6SUrMP24>k-x|NJJZS;p}$bAKE5 zc&g#iepnSDRgB(52N-pFNQG-F)nKLJ+rBLu>;RUsKQKr^kz?j@XS<0mlE$;V#5BYi zEd>3bsCJlBxwx+6Rtc43n&gBd@%{Tjn6t9{~eq<7F(14TLw{{~r%U3r0nc|31*iZR+ z9Zx00oyD2N$UxggxBhJ1MT_XKrgdp7&%_?FW=WyDGtDQIJOXurwByKEGkS(FD)2>~ zrp4v`d{)A~B+}PzivI{J7tI9Xi~UlYKg-sX1>^AxWrzMZC7sYiJPIZ%N}mz#ya16q zIHQYMNm7n`aNU#A_(xAMX7uq|yfCV4Fa!fxbgkHkPcXy5@6ZHQ);@?bdu=xv!DB}K zzJyM6#?fd*@r|yu`zg&km~KoxL@P{mSWunUlHT8YB>2OaQtTmt8m3Z+GLM{smQ6sv zDutSHDKYNUerWYUf5DXgTKcV$d!h#%L1)Y{jc5hBYtNkmNxyLCx1d_$KZRSdV~W>5 z1ub|NHCPy`v*i4>`$&k&EYO{z( z*VMJffpDfJk*21|M5mCF)=^3$b5nP1X5^va2%@5!K%4BGH+ zSpqdIxbMX%ZX9hQ#|Lt%RKvx4Mdz)veakEBY-$<|Sc!d3d~8Z!C@afTw5gs~ul!q| zzaD(Tz(*yx9D2^djczTL5+hlcbB|~n&EzIEPS6infUhvA%3xFS&ktK@y{mgEd}CK= z-DxgGsRxOjMTS+QJ%Os5M(jR@tacAitJ!d>3@hS;S+~LlVYA$Ddm>Si1%*`s!K=frlg;LXe!3i=UOE@YT-87^9HkIPcT4q=Rk=l7>Sb)Y& zbG(FeB}bwym&yZAiKWD3vS2OIAglT1x9^CwZ*Ze67&1t_)(WW_{MM7k@N%2cf=|Sr zT0kM4b>sm_38Mx_!?#lVdSX&Q-5*_hVGAH%m`pp=$drgUvi68igWo>@9L(e{@1 zZ8kM1HMM@(%QD(!bt*SDzfSf=wVoX{-7nO85UDOH^mL?5Lfh+R48;>n+*--|MjL5f zjK<%B?oolc(&>;}iFxJnJ+0Qvjje13c4F7X13CW(L|Sx`aP>^V;@taE!T)v(7*{wnir6R zD#>>ddoCsZR=F z8OJ*}G?vPs9z-=Pc}oxO>EF8Y3GS;*BlSoAKOJ_XG@{2`!*(0*?y+b$&ERetuo!HaKyDnBe z5xb9F(F@fZ7!v0u^y6^{54YKIliw%Xbq{hSyijyWI^PeTVB}n6uJ<1`#Nu!`x8iC} z5Oxn%<-m_xqYayTe4A^p0Dohi5w?)65Gu=xeebr%N+`Bc$TWC@K}2d#8S~w0qzrgK z=nQktLccpU4d;_mr#vPUyqS;B&eNVvBrf*&nD+}p5#vAS@IbcwcT)O~IsA3n`XAno zfRTCse?N)8Ci{mh{*RX;|Bzb$@dD-F%d(Mq{qIqJXW4uRfqys4j?t5^T7nP*S++Oq zyoj|cwXww}3ya-^XO}$^jWDv5`C%i5e8y4R+kA>1mmuuA4vpf^wugHjoDW1koE{Ww ziM+O%#)%gdp`|O@%nq`7PC=wP)Bbh@G$Y>{>u7OR*S9Ysq-5!Re(~L4LjSE-p8RdA z0jajLL2=ax;c8udW*-&+9M+DxdyBs_a~L){6@SFAYdP%U0vbJ%cQ5$o!t{o zi?Qlfxh0G#j%EUe*x2_V>GY!?TTw+hPRkVqNZ9V72D6gOciqmQ_X1h1d-w(#L7(y; zbLSAn-j%M*yp=$-Ke4EvrO`{~_57K>0Rk-l&N1on4$GE&_1s%yEn(r$twz1CqcbGr z-x=4uGtOwOD+oH-w17W&SCSS5=dEnWQRWgS2l8sb+{~W{3#^*fR{j+bw za!zE``}!Kid@;V!4swl|r7~iR*OS}5G-}4hTnU*q!ar~}b)-M7+5A+54f0BKe$e&G z?;70C$~~O;>6YKUlxMof;rI$X?VToWnG7EMbdbsah>44H@x1pS+;8%E;un5v^5o&I zx02)UpKW#sC0z9c+`HeU>_MSd3Rw-RMcsHqGA$6pV^WFww&_6-A@-zw@ zJ-2^R4#}M^k#hW!nCkNmbkkXmciTZYrU54I*Da90+>$Fvz-~G;MLwjxNGHtO>|wK=vRupspIEVf@RaJVXRnu&!)jKNo>>mrmHN= zkud$thHHti(i>N4*d|jGex&eRgW5|EWw0=gja94bJN}CFRSg+!TgYxiCQd#5A6l0 zCvLfs-pyp4d4#yk5c#41xC*u05ACh*m=lVodv~s6eS)s7;$!Ke+6T>2-fcn;U|Q5( zJ_*vfk1X*vthrKYby)d6o8DmkloOFELWHwR&~>Tv@>7R?y|buYZ^`YqQaY7>y+r}& zkd}*-=scO;%&OJ9U6{?d>N}IW51&&AF%b>g5oQ|+#yc?ul-IQ!^SrTLB;%N&o#ine z*yj>T#wA6lN>wGem=@Fl#{%e3V;;DD6wTBdA?2+Zo%U+9yA^!L(7>m%TG$~)t|w@Z z1zQbgkc^S0%5_=v&eOZ)CYEn+ML-g%ZPvWEXNJTEdxh!EOefu)F&|5u%w3k6#n0AL zNcYl3!N~I@ZDsV%Z-#ovu(lmIQCm4m2ph;|w0th6_u+=9i-VQFxKV^Eh+Y(R)pi%Ol6?y(+{pF_vh7qafppko5BI&Z$i2RY2PqLR$H;%c!O99~+QMaBHZy52n8N8w zrQ`xX(VTy|7%fAi1h3pjjA3_^Icet);oOqO#j32`JMY^6j483nlS|`nS24u3j&o+J zmSXVGgq?BooAKZ<)VB7`1xn;c?X{q2ZT$JfhbR~5+>eAcZ%Et@DUhPu{fa%H>^DT# zaXIyxJ*fR49%WRYS8K5tT~ym7)xsb*jrV0zt-3`x?@ty3FXzqEly#gpFU%wc%6M-` zKWvVq>^r0p{E)CJY8>&km`J#9{U<}|PG(w?B4MsL+P|ab^K!_~(^)}M@6py;?nJ*k;;fIJqmfRk=Hj`x_&=>{ z*7`Ol>%+kZUZV=6DW?0lGka>r!1<|8MY?<%*I8NO4TiJ~AL&Gl6ICPEVvgQrtXiw0 zH-0FU--0??Xz|pc&{|`)m+;lG@_Z-zwzK}b1^GBxE&8Ii@o>B=T<5AuzYqBl0bVBi z;;&*~-(Osg%%;k>MemdTD|yrbDX6#P{ZbKoGduLI%XG4yPc%ZX zz*o$1d~|^~41EuOe*Zkjc@;DI57`v*0psuF&K3No;3lUOa5v4e8kexVR3ZmO_|E z5qlte)Z6AgFDx{U#*a#v{Y&CwXp=@P1Vx<)H9;vY?N zKbL><1$?|4M}FwcuRL_$lfpv%b?*C;_s!q*e=JkVh^sL~SfKGb&nEkPYpi?XgQtL5 zQ4yWElBG1~j;BBnuLFHouvN~s0w3^oworPQ2Ei#?mZtu`^h`mzJYdSQG-}X*e)H*@ z>X0rD9O^tu_w2`lJW2lDU^+h~%gMFH_doFTmG)3)-x#ey*rHRHq{4@&%-Ta#8f1y0 z3~?qbmIY151DUFXeB`W3y%IsucjgfO=g{+t!=VA;M~}W4PIc>&7Aw7e4Vqr7{h^)6 z{y90Pi|d5E>csrMmBolI^E_7?7Y2OE`3w0mm(O5iIGv$#M3$*ZjkKd0z1J%peZ+Q= z>WhI4V~zQ?HeC@MY{GQsJAQ;m+OK}L*h;xms4chT$}a zdtX=Xe%pPo5UC%w*X%7X4OVifphI4;8*B8m*dQEb%`Rtu_RYNJpwh+`Wcy0-Yfm2w}I+oGb3amEi zIx{q_(LuIH10=d-74E@5*_g*H!0Vqj7T4FMihmqiyC{}-I8)r68YF{a%L`-J=5H#G zF@?|uv}%lt1*4nOqWBiBD{qcV)1ti_Jz(8b_*Agx@nU9RW`RiOkXWGoaA`DO-)J*o zx1_dKGjBm{c;QvR*QtY$__`Wtk8zPl`!dcCM>c{a@RZ5EiLJ?)!p$Yk%UOfUO>b7* z{A5*ipIH1VRVmNsk;}|(s>9Ax1+#7S580_)KY@TBF=BeZxatkx$R;7}CshX2pa540 zj^*QFLDH|9nO<+|!?B}gXdHrfB@hfjXAsXZIoX7gBmVRJEG@I;#h!vtUO`Q~)}IHpJ!9lJZR z8l4#taOv4v^tPn4mDs*;>&Iftm!Drai{A*EDA+s-5JWTKc~cQFDbJ+3{psE4LX6G* zp@hcL`6yRo@pn8nQC};|U``$>wVs7>(i_I%UnZMKuoU?gdNC+X(^%d&*7WzeuESoh z-1;DFmmZTb82;JMBXFO9X}X^2X(CGz0mZYqW7g(RgErDZJfEHU}p7e6lovDB?PMO5e9h21lvZB9_ZLyt(tQapmWU-;O+-bQFll_*yZ2rQs81b z+qK<o8 zv+eOT4aBS=Vt!QJeMS__Tm|-bWcYMiL6b=&c6IKtE2{I#B3-FZgqr(QY=d`$N$Uqz z&4qHqPGMh>X#6;0<-J>^$G1eIZ)E91PO*%Jx;+JVa2>o5)bP7=F5C9tp@gq)^B6G< zv@F`jWt);hpA_}S>?k`XLVRYqZxTcrt{?jQ?aO!m!&ZxYPxpIg`sc0o*ZIspj&*{s z-}C*q-#%WG{T}L%t@iiZKj7WsAMXwSb;$GIdtCAR)uw@!C*Xa;8$J9_7@E0kss+g~Q=I2+*$txMuQ>XJW!AzR1nZF6f6k9Fc?1%1c0wK&JX8-fuINoavTT* zxC^~*1%L4oDyp#uECO#f*Arv05D8$e)yV*l>{{nX9?sYXCU zd@z6;1W-7jSO60O5(Ibxx`859DhQ|@(3v0~07DRb$bJDZKm~^*+g}`hNhF8>1GM~n zf?$B)AHROh_EYYk@JB8k7^ZJrLM6e;5MEAA$5K0l2`QK@u6ykT00$WH8Xp-hu4fL+61ngpz={O$t`|P^dNzW< zERjAbi1a-^q&yHP9Ek%gf4~p<0rJ27mzffCACzS8M_70O$|7rCfUj5J?08jUvMt6p#W8 zxD+xHAzcXpL@s~^j$E%W2r@Py*C+tPpa4G@1d8kdd<&_SYu^$?u4O)eHv))ZfV%=d z0R&|rssZaA=m)$3@N4*gX#dn11n?)MR{>T9Bmiawz7EHLt^vCN-UPJ3`UfNiI0AUr z78U@cga950SRAmD01%&$9tgj-DioMGU|V2hq{kw80X_|2LI61d?tu1y83BBe8wXNS z2p|Pua|8m(9pC`q1J?c{F8klw=#dcY`aTp1AvgDHF27pDpETF~f&hlVU%U99-@jo9zykVl4!StH1}yeXc*(u?kpG|5fxuMk@%gnf=CtUFQdXMm6|#{6+vf53s#m zN50>2@K;1dj`%n9H^!ea=hyu|?jiG@|4Xs?_iT{gf6W_6N&u;@+h09MDFqSN(czbT zK!gS2@pZHn6aXUiuM7~tLdGQ^uJQr#_c~4?Q&u34Kp?ZG>&SksfnSt=@di=^U?l>& z|4VlO7bGUI{R0a7>jDboynhOeoa`^9{GR@=Dy&8x#&~Imi_6dZPzU zltSUiq!qd82?CoYa43~e@H&6EMnIMozif_VeqCq)c@nT!0+AO6>~z2?0`f0lGS>t1 z^9us{y#{}^fs?|K3X=zYE^K z|CI?)2_hiy-~ZSIIN}S2@j-rH0>#O15IFmb-~<1gPpV@MG1UxbzFwGGi!~j*cqto7+*_zJRdZn6d~Y2-nQ9DxVZvV^pIROx#Wh zPMf}B!@QN5l8``4#FSfH%!xkyHNN#rt5(1(!gI1IQ02aA&Gkm;L4hJ=wItnr;^c>`b#BHFmd&<*kEizD8pUHyo|%W zBR{$6*3cleXt$e4E*)uc;)r$7Q07?Ay~Jdhu-$~&WU*x3ikmIX&p8LC_@kyMqrToZ z2)0k7F}+$>?Vm<9Kk(e%j=nN3dlOSy9P`aTE}}lBqUV7brSKGg(PZ+JaPaGn%az6y z6aOhCNfi`NR#sLOLPwO3bSSO@V6*e$fT9N4H7BnJHn=|}#Yi@(|+BdPE}_x@B>g|?j9tbhWCE@#<;{dvr(d4mGI(%8~e1Q~Id?ea{nJbge5M9O%5iThCO}9SV%BQ*L)! zR!`R4THe*GA=fM6<*UrztKPjUj)SYI_>ig>pXZ(w`Qu!PKgp`8e{t3v4Ov@HEI5?zt2Dl(Q=A6MubzCMVu zv~Wb%sP=$dZH%C0Sy?_j6>qBD0$2L^`oWuQ_M9lz9DFWoU)RONm;QKQ(A74GiXsF@ znK4b7ecjPENVseM#6Z?8ZfcGLiw`_8A@m^>Wj1UdD|tew<fWZ47?VM9t=Va8Xv`LGRL$Year0p8$T87Jd=rd|FfJ!lkeyjp?j$`KIZAHN z4x>{{YI4IlN&A5%{{?!}n`41f2gtto{1ha~zoj;*^fJI{U+*fc-|55GbJV#aF9*!gf0KwIbL+)j|Aoz4UHyt9n|LP zq+^~BSfalvGz+(iD>fC!D=F{PZw_ytKgCIxFiN4@omtRy?5Zqx%r7~wZ(k4!r4K*72EHTcDCqSD_>p@f5oSkyDBz&T)tL3 z(w#KbzT;x@wO=ovf3AoNHG1$|2fquPR(1P%TTxF$uO$@31&5w0}MV$!8b=a zH&|^|K}y0~=}-LC<+I{Udi$a^g8Gc~tD;}}wDf5joIg5Om*avQ)w=WUh}Q%Og8&(-9hi;~{FNA((@{2Yl4!se^z$4TXN@uSO$vfz}Pl7e0hI`k8CWMZe$CYbg z8UMiTtY7U*XVWQOCszffrLc{cFWL;TiqNdf>;rFA6@{-Yexpq~7w(K%LYQIVN_aG; zf=q+Up-$Ho8+6|tQ;%}N&294fTCPRaOR;AH()j9_-Mz~#==Q<3aL%ZJmd1{9 z8inaRwb6|>;d^Kq5%0e*rVKfUcfDZjsxThaVA0HPr9U(j?_=;ZIP|$}i zx;C^?cIA}`y`kbmkaMo$96#4~Sq}4mK6V2GVWPQ^*n^G#&`&XBj*wZI)OxIPtqIyk zRhF-;D0<%n=iY1JEsAJLW7JSJw>N)J1@2?OL{!Oehe}#dV@&Ml3s<2zovN zX2FWInNOwgqkC_MsT(RHa4L)K2!CQf9tjD*J#fsyU^m$`v^Ci6r&}TsYs8Y_wckEm zD*g0^!4m$DQA!y{ZkFVFo(XxDI;}#~0>Ary3p9#_o8V%%!kYQ2YC2W+=UbCX^J7L$ zgqgjIZ9e3jBjGWwE&TV0BdZW^#=c!-GEjI{L5x#J6Fo@QN9)f(HPxSRNC!fsmeLo-8nZx>WEGbogMP3=wCf+4)v^-HbU#Oj;+b8u_d#L>#L+6+{_nS#!b}b>}o0}P&)83 zS$BLau~h0e4r()G8}jkY_Qad?&f_0StS9NZ8`)X4#*0Xz$1>X_yj7{LD^fopZo3~w z2kR5=dMx-Lx>Ai|1z(KJAuO9D)p_FvJDv8UcDdzSb4fQOc(zz_Ss=_(J8k8iH6+eH z0kegz!wP1Z5@PduIrA<1xWkVR3Wqsq(R4`*4kRUKcC()h#k^ook&i8-mlj4);JxT@ zog;Thw{1G&i*LnWRZCYp-+%u=qWHkwUdkElnr3I9eq;I+bUSkFHglf0X!`wwlw3?+ z*2}<#me4t+M#TpSwk@JU(wAaXuOg{yo$33M9|!VUNhOqGRKB2%fv?jTYeEQ$6w=gA z1uLs_N%XC3RCEQXX&YGL%gY$IY$hY~Y#i}pzmYx>{eaRm!}rbMZi0Q^+xM+3rB1;) zVl}}!Fd~@6LP2TQoqnGsk?6}<6wQZ12a*#%p*v6QrQhIwb+dNV@lchJ4blkt+*V6-7CN$MG=MMsSX`|9Rg^C_=9nGRiow-E zouXP-9UD{fD-@tJcy1tXS7BlH=6dcU-drf&F9%8-s7xv zI^PeB{gaK~i#{P9j5A?`L5>vq;OmVOToC^EtBP8g0jcNmE`wn+Dv3LI1ipqm&ZO^`ue!p(R(MVji5n0Ee-H`#r>0|Fo^DWWspEW6ap2qs;wsi_S;LDRJL9T@R@s;ad=Kc@H&M8Q9uwk%m+s3r{wr$(C zZA{y?ZClf}ZQHhu+4=V0e`~k)W^YoJdVl{0Lswvm-JdOcf(16bP&1SWN?;r zMNl^&;aI`QaFq>*CHxbXijtdq^~IO;mGH;sg6^Ig{urK|J%#s&aZZ<*@blGp*=g(qmBVs4g zNo916q~u7FXNDght%h**v_}3i2Bu3>VTxI6w!bxj2%->*Qgn(BYxDzkCs}h4>Hb-A zgg`Qx(h}bHjbXS(d@VHfhXs9jZC^(}*n}gXD2W zB$}gh98+GZmXx*xV@zq#TV;Fyz;qnLhgbb01`92u$|K_GSvgbLS{c$4ELiY;r~Z)x z+XRY{r+~vDO>3ylU*d8d>;%AE*BX}brnvVL(NqXF9;1+>=}vK?5$TTxmQg6RJ;LTh zzb7QNrFXe%=!YGJI*ISbhKEBz!le3%hb;`|7#4zU@W^<<^!Treks+kU)0(-}ByYV{ z9kP8UmQt=Lv*;Iyc>~-OnKfaPHJ>bHZ@<~TR!DESb&kO$2%P9q-lSX?$SlB& zk4BG64RIFJ3Mf-e217X|Y;aJNxUi}YYSQ!@Y&@B^BR3W z_1<;MW{G%PCO~)-XYt;tBN&zr5;W4gm_pxF$}EGs&stRCMIJf-x$U3t;VD`*%V~3~ zV^?&l!_fVl6V14jcIO{2BHJ;nfb6dIPTeAKvV`+TVNuv$=Q&A$Sf@gaW`!f!{ zIS1>R)fuf8q?schL2n*izALx$&MZ-;ht(nkaN2(M%p4IyZcjs@5ZJk1!{Ei~@>q`o8&d3fn zqTELNZ@G_J!iO*j)O_K=FP0>0-?hCC{zJJBo9vH|TJtAbu#7FoqfYru1h6yWD_^xV z>IWO}RP$Gqv4unmj+mB~6YT8fPLhoFJ9x43P;;Wq%BzN5QSz+H=8K+ms zBn~Nrjrz+PV`35e*vrS%!u9e&6yzK<2TU2&IYNjq8)Io9pM!O|ayGQxS*2BYBfE4( zem{m{SW@Veh72P=187Rqj$BT!o7M2@axsP%iZLtRQuLnK;famZVi( zsrmz+j9;hbC-&Y2V+oIXT68!@(`b!&Ow8eP<1P+t7;nD)UgkTr(Pg`iIHADSGzI)Q zMkXF4d2Fx8xnm*9OO{bICQ_AN*zeR&$gC}D) zi!r!x9-+ND?HWF{`{dEkeZC|ep#O5N$Tsl%6DTvUxXgmn+L!3NtxxtDv9v03lCifZ zXQO2qabe)xvC?VybJ1wPNCVS*@byh?w^1(JKc$~(2pB)#m8^m{vCLAbuyUGVWZHwk z4Keb)4^#B|n{hJ}{TMAxA7=Xi^*3k~n0?X zrSpl)lkBBB>afn{2x_lfyQUVeRENosGJ?;DD!hDS$^Cw#;Yj`YQW0a+w-)+sMjGn5 z0%DuxX#CxKDB->~EQSVQB%75F&w>f>b%<+Uvia0ldGDS3Se3+NZRer(na^buVKiAe zWE?>sMRBfT&O=7xd?3<@yNXF*G>m_u+R#%0%H94>>DlzI!}-pN7g+#w@KwGY;%B=1PNdnElHd~*bdMpz*v{j0d@1);JD=U;nx+@&qMCpUYXYGd($$uu4X_& zX(g_I!=U50J#8Heju?`OkMt>+nYg6@y0q7&WQst*G@kd%2AR(wJSf5MeJ>z z@3@d*u*NivBJV&!K5>s8yU1_`p*_JV$8RiE7WdvOvoB|I$;QsbrPiU4)q~XBXF0k^ zbsqU-kI zhk%o^F<743uEk&uD0WQyf^jo#T)gz%W;TH20h^e!)kVplYOdlv?AuKZ1YZ90SX+#{ zome-%DO&B9<|5x25<$P)lb5Cg{zLpZ4weOuSPg=rvPD?Gp@u%VkJr+9^mm`@m^n~~WwpM$j}T0i#t8>5eB?Uzjc`Yx@Lh)pG19+UEWdJkg=;-^ zaDVzLVI*n?xanQrSbUTeNC@>()&+c7V~k-ye{%*`l}Z}2{bZ1MN){OZy>N7vGY%}# zvIqa z`PlXXu#!`*fNp}fl2zsyp{_3)`B*Z3AgU{*+h6GV#pNA}6Eyt5Y>Vc;WHk#SrE6OY zbc9H*7xT8dyI}rVran5g&kcMH!KyPQv#+*Wjuzh4VHCkceY!a`} zv0mg8MxZzxY-PJh?Yh1~NT%pkU>Z2c{Nq6+y|e;=I-|1paD<0eUc5mLz~Hz;Nl z#6X-)>C+q?37Jwa8r(m*2TDLj&Wy;{VTPNp$}pUDX?6B{`FAw7#24C9QNKmb9P+ z`pckY1d<2|jSzNHJXP1DV!88M%7ueC|*_`_;raf&&ylxs38z0$wPss%#mJonD6#&{07+l8^K+&v#Yn@0^>Bv@d^~Urf`q4IN zinWGgmgb3sp8mHPa=M>%r8Tqt9>I<+6kA;*W%Xy|rQK>R45elmebA2vSYd zDO}?OK>`k&2&sT1`-bY*!0I3-1M7;+;en%!i1YMKCnI4nSYXIOGyHvM(?*ZtTWp)v z%QKejOBn`CvEU#b3m!+hx&>O`UXgsJ;+$5Ed+PiS+qZDh!w2%mzK z%X*%TaT47Ft&vYcS)HGLA%GEqG>FC7rMRqAxL);DWywB=! zymIjKK?xmedhJDxXmiY<#)}}eG<4n}hCW~il_jOd{_=qeC;B7)Vag)w^@Jda6Mf#U zFA&&;7`2;DeaIeh^rVRryQ4VAypajvk@?4_dXa>&N9sF0Mkg=YxWf9^1X0$dZCoQp)qa!6wAi&B!sHCQGX&TBH0lLlOCa+=QY2aLy>+iAKa@9!+rAl4ewB|(Hn9a~!3Rkq8d~uY z*$9ivI1ZV|Me45C4p_-k++GQe`unj>?^I|>F|Nh+bK$NVG+UWhS&~lKZHhDBCK@XQ z&JgMJ-c|Naa9ak9m=c*7238VPbtcBIqyPEcwxu+j_ng@wq3PAA=P)nVl|eBPDM|6- z%qD`SiwplI&3Y;VHyEh+nE2s_hb>IJ3Yb7?7I}F`EEoxtbd~8|G(oL+D4>TtiD)%f zW(g0`qak)%rIz;3m{I`_mg0c423#=V6MZb9h$iHHFK3WvQ{O^+v&?yR*t9>y(~KC^ z>pP^QZ&+-OYF1dyU0Zj5{nGCObsncsEA1%EyhZWE!%Uesx_AvtPAXEI&bvbM*(M@v zG*-D3%xU?qlETBjMY~Nyqb)TaiTR{y4!kvOX5PO9snW08B=o|4Oj4n=YrZM)sN7;J z@umT=1@{lj7@u{>!f+jMca@wcJsyS@3@u-QM^5eW{t^qG7xko{D?T$eCq;sJKRDNH z%7NKfsKOZPu*Swzdf$+lnGO1u60){4IxzQX+3Ss9we&}TR{8dHz z8rDaUXOub$Swya7?5*-D&$PLiB#h>2%JMhdHKz{peUD;mS~#gIVR;~RO$W}JPWloc!xJV<{O$=PF#zbA3lNd4yHv9^j;724=9 z9T|is5}=_grUDs_hL-y!hxiWM0-u2dnNTGgcL^VNf^fS;#q|`E=}_FpY$S3uNUo zehTBlURHFq7?bP2El%9Fj3DjgB&)m9B{CoCX4EwP`lM>qu&zEUH1jQ&Cj?S=B7vcG z94NZt+`@R{iQQ`NsCEa&G%F@sv?(KM@U2A~VP#d68r<6L#AQSoGG!p`8{yuCxt@Yg zqR~%Sz%bH>50Tdf)e^|*b0iY#2Pd=#F44_r`t z!kb>9Xyb91e3ow?M5YtnGj1MsPaI~f3^ye!hNFN|M^Yx@ezA#_%5)&PIaf(qlagfN zsQ!+El%}5&k+|3eEsmqbpkBbp5WX=TWOp_|5;KX)}1yys(+Id^^kDB0Hv`My)Y z7hYNWK%g$fu4&(UOZrAC(N?>XaL}QxLnykekS8^rf_b}DGd$>hW6 z2nnVCE_&+21-lv}W)IPFyOZB3(zuZCtqghs%jT)cPlCE4r(btd2pS(mALVCH%B?Y z32{K+1&*x={|@-P>X}<0Ici!T1D|zhX69L()3g*A>Bl~O(g9ZFWX~=6L^|0AG(m^K zgOPBjas8$B5iXLJ%~WaXq>*h&)}2-iKf}Qa)EU|W>vJr(D}5`>bA>Z%B~ZhdYz&%v z7+f2FOoo2xg{lPDqq*IEpG#lUs?E6#fs6np{i8m1y6fI1*m9^e^7En&d{Xx2L$^iY zlnCi{H)KKZ2T8^Z?H(?4yCiyTriDISx%E36=sOqYuoNQC{lK;_c52H&K4RiE(PPpy zw0Gjz(&L_CTlA#f0ycUxhYb$}oYn57Mpux*UZsMBzYKY(@d3#4UI^b|v8@-~f!`^u zFZ==dYye*4SL^8jYT^envC#~A5fORt>O#kD4bS;Pa>N3oWP__o7@O%u6~CKG=1{-j z%1z0UIEzqYZBJ4@gNwF9l>PXo>FTnVw^unMxjl;2ZTr-r0ll)y@wdU!0%#(ik?fKWk+CA@K?=V6|@~yQ}Nhn z6Z@$NTD`+OPfPI46;CU*s!S4(qwt0b3#b`}qk_?gnYQ-#GQtW}Z@&uz_moVXdkD#2 zth?42Y_FO75xI7El|v*_PWSbwoC`aZ_U=0|xuNz+iwN6E(E@!YZ2HBHkX&{+vreBG z3D~x&_zYcOm>JA2n=dx_u~Y=Rv=Z?iR2Z>J39FaRk))U&y zj?N3x*@+8pXy%3cT}F|AHr*IAN4w=CtG3aiM%V}`Fy}u>F>b9of;H)BN0=R&(?286 zj0a=0$&lpGiR^cq@)jnC_td-CJ~WAuN!AOZ-5(bX4^faM1`8$i0%2FH8TmRHx!U zI_2aPYyNQHKbR@;Fb34@z>@NQ2Wuy_QqU@Q^Ld{gwFrZ@7e*w>*CS_Ci*6lYTan+Q zJewot>LN@+bUf$tRu=LntS~|JaPd>fpYv;=hmh8X&mqdlpm8bEcI2@IJ69qWSj&Fy zNMz!GZF=)3EM`Y=fesy6%I0*kl8?4}F|<}M!eEL3Pg+s6Or3xj1BkH=)i8Mw$JbAM z!6N9xMfaNt#P*k{S|XY$bk|n`Ga@sYubSCP{s_m9i$_)cgY^Y`ENyr&!Ce`e9gvSO}ORAS>Q zT|FxIVtnx)+J!yHzA*04V#;9x5g6xLPodH6)Yp*nLb588UFMm%VTPgezQeg$-k3F? zbDR5@sa4RMSe~!OySYszJwA{*QhJneK?EYE;qqITHtzDJMN>eu&Fdfd<@x1Ws)lXu zIKW083`Ko#OSm3DV5$DyZeMQwQKPnC*0pg<1b})at_Q zB{C7UFidHK!-pUnjJTBermxdFQ1vRxCwkoujg*?piB@rLnPa7xvi$z*idXu5SoX49 zcJ+o}ek-z6uJ#9;ZN-I?DQna;KQ5c(ohu0udK-Rrc{Ol0LwUvRWi3YeSjB2hiA4RC zhf8w!o-WVKy==r7tPz_jMaN(pV`M;H0^+WoC%0JWI?m_H*PhaQ^wn@788=Hw_!GLR zN46jCOa#7e)-}xT-MH8f0yBOQUu=Z?E~5Fz^XD7YQ7~TzVZmvCn+TMwvZ?;QQO+Ht z)zCE1l`>@Xcep9k>jpJJ0{AO; zutMNv#}b`u20W{7!UCkExemJ?2-bzzbPmy?c&Be&6GIb5~e;D=EW1w(-ggj{FBaX+>w1d^Wb2+>V z3NL$m*r8j&^`zPb-_%`?FCSuyYU}=y(vNp-pr>4vijkqC)XGN@`M)QvGLm{f*f6ib zm=bpr+aXK$l|@@jp;Ppm54aGWr$<0w1Ju;YN@}(AaDGVk#Wi9&^P)Gh8t6op{3OQP z=uC*Snv?sz&avQFS)EhD2inMVXxz43Ih1w&9Q-mj&$sKd;vk{VXB%PmkzufSrnp;J3?g;b zn>7f+mmc>-^xyq{{w;^AyR5+WPWphknZYji>|JDrRM~y3g2JTNI+AG%^eQKBb!P6$ zfvN0TE@R4~b-(8-Py4FHwpI9)InKCM4zM=b-57Ps>eA!80I3Knn7fQ7j!VodBh}$k z8mz4(GLZ>GdFSKyfv*=#O9EuiWwmytPW4)KsJss{zxl$HjLBSCe(uVyP(r)uBzeW= z{oO0VgSmSPE8h}~p1P_zVc#RNv8-d0;^z-eR5xc-Nur{anI#pCq3GNyVM#I%f$+2B z9|EftMEG%{>u9dKtjIiNSIVqs4Cd86-ncaV-R-b9fK5ZaIKP`WJxy=N2g|p`<7U@O z!YRhp!`il-=&G$cP!yO;%Asvi!QkP?@{)bS3a77SF!zEQfw7+yv-4n2hgI$j$llBv zhwii7_9LdR2Ayy*2DC5N-lXDaUXTzATw6sH@_7jh{xD4UmIIp^=+i?8T@(V@^ z_Oua(_$J9zF?4+<>P!5*d0jt}UK^RcZ%%T*wk+Lu!$s59w_r8G=zwP;-r}qm2}9j>+z!LoK;vOKB8%Jdf&F-feh!%{VbrH*AyT z+fYyZ8Wo2x;YMyFZiGJpb~Sq#==KHY!fmr)S|VJHC?mhc1`YN&X-hnso!J{F`Bmso z&eS;f^ad1NF9-(WOC~XL)MxI+AurV@;G)wjCc=!rd0h{VinbNDzIG_G@xgsls52U&E?dx*8@|{f&0!ofk{zq=o{eB}2hzXp*Y-5vf>i zy>ZyLT7?x=BkalnXK_tqLe{6`fXjb}H;>0u0NaqDZj{}L&no-xkMY*<IJ^G{`@6`=6! z^Y6;lU})B=pEKJzm=|OOvYkD$#My>^qEU~o-Ztx1Qfk3XIfo&j`rrstB=MUXO?S0G9YZZ_Xv%D)c2|SIEGPcK(l+s@H%W`OE ziGVPJEO%>YUiZIqU}I|=ejMC!9{l}%L(w|}M@VAYmJTzZF~#Be{WQsTPN2BCtWEk1 z)FgRlAw6}sND0z6RUS(`Igb2G5cr^4ryWTghs1xIc6&N5MuVnOtzpU>*B*bIdkX>^ z?X;Ap|Gl!WSAs<;xu)v8uh1(ST1ea5gfB943M;(GwOm+w6>gL;xhFiuzx#6aS>)7%kzgT~ zZ3HBjva2*+$d)QkdBQ>e+Z0iW61(xMw5k>XtRoA`K~ z%Z(Ynuc{f$B*CL@+)zdk@R4+bEYsC51;r}{NZ2Og4AA3cM>)?d*6r+RNA6V*%Y6)T z+o5rhp#;7M5s9um#KqG=;dvyL9xz3V+=Nb^WOrJs7Q&ZPG$h_Oz%&ATVC)K?bh8RRP?(DJLG z4VUuE-y8GWVtlkX_{J=eh;}L+()x3HZogoP{vHEB4ljQDS~GaEtIfLo4Sbt2=QyOFW_#xh$l$Hzt`p0(ifq=x0dEkg%C0Iu z)7tn$uMYfId!l|^mbIO*w}?E4G=ld7K^h;vqmd&BM8BRTn}7Evz3w`e2&H@%0o_Ff zV75bOW0xF#vP;3kW>mkND7s&>$?(mfZGsQhV}IVd zm<(grJAM8|1ssn5A)87(Fgd|@Q1r-=gR)sXGjiS`Z72PNhD9gZOT#K<7{}y?bet^R zrNN~==}8&V{ua&gAhIK}XPaVq6SY}ZI~b@=NA}G;(aCt`vRrFF(27?yC(1aa$k)9_ zetE}tj{SggD>oDEk)?^vz(Tup-G(PgwB@VIKBJ`|B5oW~7K6@qNdUrMHGjO6^aXLTw|*lrOVzyD7A9N`!?N6!>y z3)ybkSOm3CffhMkFK>fdXvAD!P_9;aycF3R=cBwPLn2uE<~cFeVlKz;50@&26SCH* z<`meP7=#6ksilg2PKB3(f=D+f%^_*3;9k3K%|9r}OVJjItwn3oUJ+ZXocOVj!8Bqu z8D~}Xc@=UlG`k4~NC;Y!qpg^f?UN2X=Y~%Kxexf5-PstZ<801_UEBRk7m`F)!^a-0 z*o3H)<(;@xe3YgrGngn+@dRM&#FjH^vu^IMmo63RCIaV>C)=w#l$J zO%f(=)R&~3AOs7T7hrPf_06%v3_(5jpX#FQH3yYJ^1h6)*hp5nScXomj^pjz7GFB!YxX3h4HI;8=4HQJI)_85Vc0WcxNK+7oYq@rcyj?Ve`80@p z^gZ8U-sX%ydx0Q{v$ylREht}o(5FYl}(nJmbtMb&QX!#Tj zQ3^?bZbP}KQTHa?Q^sG)sv{|>Q-yNH*j)F54=?BMo+Q2o6{w)Z_t8rWc)qv?vg@-o zXC+HOQjck|YE9DvBHY#+|^u9=PkNgyqovdnbRj&?CpZVSE%2|hjwOzAf|NhZU zmd=)2LD8gOS(Me~{e7k!tN_5TjVH{o9K4pQdahD1^4EA278T2YH$%NHeA6GBT4~^_(Ib207cy z;o!C|J)|xkjjLaJaj55DegV0YKAfH=8H4D$Ac5!z6+1HWue)DEWd&u?E<;V8d&tub zev+6*!@4g;X?dBHxgd-dk_FuM||A=HnOr4FLEFE0z zo&KrR{;kUy+WxB(%7}=lD@oD_%L-{QGW{E{F*J83`UklEXA7bKnIoiQWhSCyV*Llg z{X^XTq2vtzqJ)CZ#{Y>D{&QpeD;pX*NSIohTl`z)V1oht=QRHrqx;9r!2l#(3~elp z1?|jjO#j2mDZ7~3s{JDmIbi@A|7)jzwvd0vurPG`Pl=EcAOsKrhyr8)vH%5uGC&oe z4lo250gM60_BQr*|CYA4h5!?QDZtd$#L(FSUb)>9Ospn=4@HGl$f0twjp5+U;A;`-;r#N6tOl%w(sEG(hh04o>)j|meK znXBMHmj{KRu1(;)xXkqG0lS<$0TB@rA};1R_^0!ZLEG5D08?fRR13byQ)Fgs0JG$u z7$8j@_A1RmYYiG8d{tN5+1b&SzRb`nP|z59lKbOgnZYYSat3AV2x9o}(t#$+UJLrQ zjs!}9&NV@B|2>}b*BaQ8$r13U2*O{(19S9+aSYJ#&jyk&17$fv1ExkG8q+r!?uC-^ z?+pV5`UCVg=jQfoH=-||zrXb4M8OMEIUEwp2)rI_GXRKsA(EEC4GXmo&FDVM!s-;x zCz9Qj6?`)zlNb3X*$yTiLm4!k&-KmCZ{|eK05Y99ih1qEEv~wEktaqI#)ufWxfN2- zV5YqHG6{@3U@GtArvKyhcta@P4r$hpSejvI;K2C{^CpzpFnrzl>i+-dtH7 z3FzbqVkhgZ;EKL_ipiO45lZ^4kDm!ekpc?LnCHCPoTef z&p#ALf8|el8^82ZetOX*JJ;5~?-##C-~RbPuls)!_%Y`eUxIjPfs&mqG70>oRf2w4 zyQK(V7+`+>eV*u-$y*VGGkPYqG$W#b#XZ&kUEj#EhHp{;6Pls@mn^IIN~;%h1_2JZ zLMW%dm!DBy(Z=TQq1OhJ^Jdv>_+t{=U#AQ%{u;ciS<#=7{IZgdTdrcF6NRYV&C!`* zcm`J|re^`4jxUNK@H;TRnhNl-@3;=&YFZ@9D=M(NrAGEXl#Aex&q9y2T(IZOC&>GI zAPw2Sf?YsrjebQGH4T{o27mWYK}$>f&&3p6Zq}<#q@0rkDptL`89pAysdj;hV&Aaf7pB zLN!$&*!-wci5-k|F_MP6Cx1z&<#I=NlS{+pC(62eD-o<&E|<6VxG0LJb(-T~G(Ihm zGK;?=lmzRaaadQbnNOtT^>0B|-2T|_`##kE;Epc!Gtg26=qX9gVCFSrIx*ZZ!Ro&9 z8G2=o?@8=gQ<^H5qZYnM9SyM)AmeN)cF#3S!ZybWZCR|2=8L`FVh}K?RMa6eU7Pjuuuao{}d|cy?z_v?6ZxdpL|Tw za%tvMWnbN{!P%YISg6M^^^pp`M%Q*N9<31h(%r4uWCOW=rcKBtUb`-xq-K&dV=oT6 zp+c~-Uie!m+i-8@lB&?uz$=b2{1hnV*3Ed|0}lSBpVbhHx-?=gL=Ot96`2<1;>B|! zgnVspavwN41{m}sy=>^}?9Z2K;$rf(YpV|nz*T#31IW7V@z3$1y*poNLRz7$BQ`9Jtvx9){-Z>n0BlG!`cP12n z1|Q&0N|%~9Y)>ZFIHwWaWIu*D)q1FaF-@vd)pX;nNjS!^7i!L{`lgZ(OB4bMFsK85F+4U+J?VbFUy@mQ)AXlf|7Pto`_!g0h4nkVK*}2tKc&4 zOIf0+=|(=%%nP5L)na)`f*IS1mmJ*Ni#zMcZMgV?`orAE3OULZftid zq@Jzne{uq+GunDAxD{pd{vteq_83)?KzGD4Q)BDGk&x{z3a1a$eA>lJ7@C3iodQov zw`L5RkA9PR@N{%n#_GY8MM9b&`S;a#sVZD{b__*WM83jo>rrYvhqVfCTN*a`3tv&6 zXmv&O<}Q`(8e$|L#RxNh!&|E5s6x>UY)GvzkJZ@0C3Qr+W$fN6njvJ?-t3&a)rbsL z!qSdv+xt3EJs?VI-4%YDPi;FhiBuBmEOC&0QXYphbX6<+xLahOY1OwMOTWmODE8~3si1DElR)97!0{^`up{ZO_BBZ z1a%JLd!~<5GA|m5!l`suM)v~JqVo<*<}7Uh0aaU%bkVPrTk>&H*zyK0Fjq1oH%t&Y z;9{!?54j1h8m7{Ssxy%+r%j0^5)YSseBR{q{x#8*C&VE{QD*iah;hqq9n)2ffgtC-=Q66FH@E?U##-u=5+^^M|^Yp zmxSAE;n}7rm&Hf`^a%x)Ps8i$o+YdCG-sn%Hf(ku?y;jYigwHja9HnYW?Nt9_ZABM z=h%ix>^u^ZWhib=aqqH59UYDGmjhu)6-{l1IftlecAT&lVav10XVVcVCG`PnvV)%6 z^?Z2bBKO^7F4VG(+nGt7k`$o0FV6~R& zma&N%oj;ZKtLqT1c!`F^rT}mDCGl+n?DlD#ST2c9YI$!6KNGkfI^!QfWqV2!UZpjr zY5_&fIWtAHorLO!YGxJZ(>F>C9p0gPVuUb(2cULB9S$=e3XcfK>I=7lV<5~aK>ZU* zlj~6pifuhCFzun*xggy@*i)?d*Yotz&1hjfC9&JXb&Yp|TnwOsA!&@zoG6_NA7%N$n%J`f^!@f9V}cE?X}ZK0S3LB(w7B zVj3^-Yz56G_y;ljUcuEtatp=B<%0O;WZ6sj>g2uSbq{K z97*vwIBIn8;(})!`_9)EG>Pc3eTRe17EEbAix_!YhrwVoCHUbTEWg3L3B zVvh>PNCK&HQT>WQ$?~Wz-HB7Y)nuH z(b3VW>U3vMpSwsPth^^n>`THS%ATIc6=!;^nLPr+2v$bFy;x5DHG76iwN7eHmu4Zi zKx6UPjWrQu^wcLrU98A_re3v_j{s*8wzTs0`OmaaOK@>%%5S2t zQp3C$yhD-Nl*`~D(3Ui>W-D&Hda^mPOpjn zt;TY}UNz9LXs#?~@BfVJk;p*+7TJ0j{bm@y=nVl@D-&djrtv}?BD4iQqhj!(rbn&} zCu=><*rsNhoXmIe6F{Y{0=M*wx?+D|v5H^k!Lca|WEKfS%6DmrvxHo08E-(x)W8Tb zZ?YG=Nz7KwK{Luz<_5g(<0T8{FW$W)>?ICOM=X}2Ji5AyqJjB{xv!k5Wsw|JH+DAk zDI)`7!o25Eu^K_Up-6wh?T|Qipzliu7yRfAWvT6EYWdCh147YrH>@OHBXI+K9X63FGxH{i%sQ)X?G2$-Y~e9>3DS zMQ2^~%OfiN8l4$~)CJr*2ZE@Uo(@A!*O)Q8T%R~ukD`c$uf~v|I|WrHsBRy02tvlU z<^7ioI+9zH_#_F-)0&h5RgWU*=gP+BKXqPiw+*vy>vIIB-F@-bJzW<}sOw@U4J(ue zFurJDr5hNx;Q+MDjVNHpl5Gve($tlg|77B&jQj{Fy~V$~PmhfJ3iiIAd~h%h|v%`>-M+Se|&d5bZz+zV84J>Ss!IH#!Og)WlhAb^%FV-FfR`?7H0GWBpDp zwyGrw+vM2hL4&lX<6E-dUfkCYhyi>~Hmc_rwNMt2^K z1o$Cfg|DI9?-fBo2Q(&aQl9!*N;;p^(# zDupt^WJc6@7~tyxZ!Pb}(!aUn;$X@lAu<|5MJQ%}8CT@A#MxD+y$c_Dnj}JEw?9iRrae16)_6>VSW&F%3eOW(#uy3<_3?ugN1O9+-gCl? z+-&d+OF3iD1yn)G&f~Dfj2C@2H&$Z0!pc{}gXXj+Gc?%V2a|XfNKkYOeUU+?9>E4% z`+%XAR#%edY9l7<$f2LF4(9>4=4g%=&W!x*QS{&Q6;5$-?6lY?v zk8lo-0%E_YSpgwBm8hRC3W@1fM_o=FtNgGT!^kvp+B~r+-&bMqiUx^P2BQ(ADeXAi zRLJtQO^`U_^J(HV17^@}zV@ySzU~b-<3oS2**9^;)g%2Yy|U4UtJC=6HH7HnbDf^gmhel(fwCfAAw0j4*ZS< zLPKkEgc{qu?MjbGquTCi;=_s<{g$%~|D6zncm2yFW>A}l)b$q#wNactk?ta6kftAw zu_i~s1KsOWEu+1|?PjAyx9-bBRK#aM5%SrNiSFpL>SL@)J$8G>UI4SL%w3t43Oo)$ zZZr4rpoK^Jr&ofPlq$APiVFu7AkJ+bhU5UdH3G^Ca!E1)hnXf9{Ig8gyWhTEN=*nh zr2QD@Pwg3@n~JU73G+*A{F3l6?)mp{g_*>uSdXDVnNV=_P1^W^yiCBEcpZ!h+xKGP zB*U@=A|uA&QA1w{#*EYRIF_0j`p~e?O=|I~#=t0p+JUrPz#O4grbEH{i`GU84V*UGCJ|cp_m*ZpeQY6>E%#_Nlt*8*AVu@WF>7AqIcTZsGb#2hiJa6O z4yl?I@V|;6->R#->Yp-LDelmiAda_Q;A#1Nws;&@IB7kc6vErFcMQ9J%xgpyy1l$> zcVhjdbgn~;g7vs=w;Re+KB6GyhLfwazUg{yYtR|Wr6s_#6JAYAa(-(ZUjE4n8mt@C zFJFhYNTOHfBlj$>4 zGj&eY%+&l<|K+~iH@jBt=UMMt0x+oSGNdq*%_;R@Cmw_^ndM0XYBow1ze#Iul_Gs$!JHsY7A0c7Ux_pOMs3 zu%g-8uQ5!0+lk zNmTJc1`K;0ABxP&fAIiwU8>oJ*r-gL$9S8A#Q-#;aM*E9Az50rVcvz!&mI+#nCL_s z^3>h=Alu<0eZe@1t7Gti;z#gg`kM_@is7~43$D6^$3C0Ni|m-^?h`;?CQxb2Cfcwa zm;|#R&c$d?8ul`hI}hT0Sq53`C`GOvrLnETcK_B2cYzeK4ne8TE&DNdLut2A-9!11 zhqp79ODxa(eC}#{H8#y?xKM7Rw;Ca_6#Gij{fs`j9+LqHI084=!A{3)tFcs7LqifM zwd$ji&jfe4D0##{|MQ$p4)(!xm13<*)CRc@In~K%qA~f#vue4w#S1qH*XSEY&NP2)dqYnP=)Ny&%)NEh zv7L&g5vB8!z`HAVqc0LOU4z=ve`>4_C&|4!l_dHNa+bW6y=+{OU{ODF7cFZhQd@K? zL6R*IrQ1I%DGSR3H$*!(?HXWFK2b)@0M|fTO7r>>0lJ?8p8Lq)UZ5{;t|XlQu?FNz z@3(xd^!YVoMaMlTjf^Kja85h%dhG)^4<0p~G|(7opN>TRrn9=Nr?w~IJ!9{Hl#;i3 zlR~GKoPAXF=7ZHd?34r;nY+0nNbC-HFb$RIFoJ8kVg8q)}wA_ZHgFRFWOui~pX zI(fBhf^g8kOir;7n@hD`70d)g0J!l?!3z@f-crKOYC6^^oxb090_!Q1S9J-5A4_Y& zFu?gzB*|v+R=I@_eQ&S6f7Hdjw)lcLw6BBkXiYdIZ@3dAG6peXLs=SI)@fJz z7t$N!W^)CP`y_`{$E0=&NK*5a4%<`W2DD1A`wi(V{EzpYnl!bJ_@IYf+=M$`jT68Y z0YyA$~|f=FOfDpe`)0*gmTsbcOJ)&Ve) z(CE$P7!7WL(5v={dU|$IdKf+5^mzy;prIqdrojX+NK}aQp$)Bo@f3IbX~kSK8|O2r z6J*ZO6^M{1>=~Z@2o8Gm)HGCV*MA3m=Hse51|*nO#yXtsY+I_9q^vXfiL4K^a*K#8FW~I@OnCW38GCjX~87kUN zl2us=6`}e-W;*;b(4(R}+Tdx{e+1~mDu-K*t)RwcO!WY=eY9@TdBG@!mNJVUyh}we z_XTtE{v&C4({oR}g0V2beH+_J@{jqc)}L}b+tN0*Wn&}Psqh%GE?{q%VHJlLeXv5^ zVfaa{sJ(D5*R(l$xA}-5!sGgFGBJ47&nv1APw%K3G4bd$xA2Wm&q=H^n#7aBRyM|u zh>qFbPRq83O60c%eikXpUX&L~@egJS_io6xgf)eDB32^R&vVJrP435E)ta zZS@{P^UZ`kW7Vk{NA@L}=Zb~|f(6tGu8jP#GS;4C2Vp#2T9L_CX%7Mv*4Dtf<^w&} z_N0><(VGEhW^UhNf&Hl^0OA;c)n~y0seL8~p0KDvSv6KTN5ADRtVmvv*+T z^G+4NL#kB%U_A{z^RszpiC?|JsRdP&F8*0+{hkp14%Z@wmT!6~h(DS@SvKO^Qe3%j zYeXX1W>VLaK17E&uAw+{r5(rSXw2E=@A^C_wzc)@b6kt{cFYm~rT17A5am{OPzJu# zbKK$y5hQt!E)x9ybl6Fx<{T_p^<5{aRtWcdO-5T47($C~b|op!bDv{=_`zTu=V)F_ zG?W9~bc`~e^$Tkh0DTA@!{R{NB{L1dqzq# zQuHvmf#iU!JYUDHJ6MBlpW11673EY(KD&<~OF^;Fh$q)SG%#0S-}6+w8Z*88d(O$A z+VKXAT8ooyICp>&H|xGVgxWzb?vJx@0o6rNk<_X6jy!8cCn97`ihJm7ZoQoTguag{KXQA6d5BzL#l?i`TEM`3kx>;?$-l5ZiVg(>#8TsUraK z)zO7`*~neU4*Z_d@H&Dfvt!;sUSD>=p?iqx_kDF+_W&@BL&w^ns?3fh^{hkK^XR%_ zJHos@EyGf7555R-XpaZ%ah2y7fTHFc3C+5V$hr{0b}I!YuY3i;9rnJi3fBd;%o zf0AE~Yuj3M4x4nC@Yc}8JNc|)t+yw`8N!o@atdvVE&V(;2I~UTd>0=JCB%6p&h9Qw zv6;qr^mO<%;RxMBc9NT_w}x4u*4^R=J=8i=LS05DWu#w+SRO2?pnaDu3S#~q0#qwt z<-Yasdmg;;J_I`y)YFoUx$3W$^z7L`1&2;696*uNcsKr ziN%wG+ow5C0A8QL3k%#R)VCKXVkA4+vm?73#p=5`G}!kh*$BG~HQ4BF(yap;z6zl%%CsyA+>~)`EthZ6Fe*tw zM})P*zvn03Z_O%F+9X^2yX4H+8+0L$&8TE4y2ds?7wKBvX+Upr?oG@6<4gDow+VPr zwT4@~_UODR=c4!VNWP;!c{x{Qugw3yjl2spB1Norwmk{8TAnw0d*ozZ-6tsXO@D95 z<+a12VmScVP1j5?Ba1b>*04M7ghaAb%^qX7S5|9au0PTv0lg(i z<_npkxptYW3T03W97;Oyc;>`&>Q_t(0LKa@+!bu!afT;;QEpT!EBc?eme9eEwNPd^z?yL{glMx8#ZHTGmP&s3Q5S#x5|k zBxTIfW}FFxB6#-XnkcL}TX&YnpxHRCD!9nEl(1M<5;|{Yd;RdJB1suN@)j`mr+R7M z4qM#@$>$~t5l(|2xYmK%x`W*wl+)|&+r-u!piK(rWvsE(mTG)9km39!R5V8!xhIWW z`ilj<J?)D`$5O2Fx0I~$j8PatE8>(q;=L;3p-vyml>1~bGMQQ88Vs31N!d89@r;vxi z74y{z4Ax2gTj{yt4&uC_=_ghD*a&KXbF!i`CX_t4>OAsMRT$ZZOl?BBgNOO)$^j64 zy;mBZb;Wsf6_uW8yxAX$nNR%5F?X=OZI|KDVY7m3k|x3Squ?8!Mg}12a0R-6%Q9cCfDS){KUuTXHZ&m0S`0}hqH9k;=HiMm-HJTcW;B~0 zU#Q2P1VTG!;S9k1T4^IR`GnMr?gF)VM|L+js*5f>A_{meCLnJ=qeWk$-Oiul-uZpX z8&$OGXag0-ozX6_jSn>={4^%kiufE;2!-Ze8LZU28GMsjw-|egRHe~c+w>T@oKwHm zslED&sLFgYCxOgy>!a(t)R&H%qU7tL*X$M&iG*K>Z&litijxGS0S?{MyX7JIk0vyy zjEv6)917pe!KB2#3W~QFn(8gxp^-P>&1Q-d>}x|X?-FsWB##tc&bUxc)cnh9s`27$ zlwze{3j-3K_l0BZv}N@4<=d%D9C*ZG zuY7xgv>9-GWO_4+TzkFM0&a|1VlB4-j1Z=toUGwWzbPc=6@&6BkOt;ABJ%MAfd&8Sy+AsMpu+W!WlN7 z8LYu4tE?=YutEwGQe^7qcM}>McCgI(c&yRE+ZA>2DxwO8N?SLQ7JV-;I!4LX1Y;Kc z%a-x*!u4z2w?J|cS#LvQ{msb~-Ya#9D|K$zaG}+&1xD>sKdv7A z&RS9~w6yZ7MgNHX1Bn{uU;n)YY}xoilQ|Rgi8q8N%V1ryMl(`cf9|OT6Cx*EM3V zJ~`?4;0gJN@TH>i658sUe8Z=B4bRtr(+WoKp&As?hZ1a6JMMha+QUkX!s-A$>l6=~ z!7?|(4E;PFbborpUH^>S@n8gtyoe3c#)H(LMEApM`kY5y+*sko%9varTKfmBZF|0IyIGXIA_%Jk3s{MT;y ze-}tu|8D{*J@Y?R^nWO%|Dj_3FN2ho`9B+^;{V+kH8OEF{O{W6e+Z*i|Flqh6GscX zKa7s%cK@7EkN={7{)g@PU-ZxaSrGSM^iNi<|D=Dib94W5UH?Z(@qgAo{~58&|F3<; z(aw-;8+IS9%gTk?UXkm~C|+vA;mTf^^zmTKC?u{*m1Wh>4AIDyrsZln%M5^pf@W!p zW$S1^o}81npPU!|6CZ_{x8t5?m#x(kr-uiujPQUxb1yKk=m9{$PyhhPg`eL>3kZpd z905#P`Til3q`oG+*HYTo32X#4LY(@W5z++?1VDbumZuq*OMnADcjpN1Uj#&?B^H-O zf&>)@27>;56h1-)!j`u!$t9$Kmlq^X%t!sUJb&$rRaA(Y@-Lo6!XHT%3rJZp4)qHk z0jQIhNfHYUd@jf+8_6~pz*I)t2L>-fQs?_4NnCUpJlsJmE&2NT8ZNTMH$0Cefo`be zkBD*s#w6}e!n6&=wY%B}ZWBf?L49puUc9 z{$ei}s$~n-SrP4Dp0~AyLR(3^*YLxUgaZ+8a}|sb%yjvc@1qFp2M$RFbA4+C)t1^B zj16|K3sgo(O0F)c-bwTk2EV?))U?)#kIBLKX>YH^vo` z3n^3xj07JkSa1SJp^Ov6f7qQE1oXRgFBgRz3e2C>P}84(06C)IQ^7S5XYW>mf{rlg z5nK}#`Y$N3f3NS4z!rHQY>asO``75#i!V7HJiK$Co9MUfr(I?S&N?QNP#HA^H7J-r zS@AC*?g8T4TrIf#v0go(AJmFyM6vLOCIN5TZxI zxD6l^f2IM*#~=8o9pWF(;GciR40YzQ;M8Ll{*HIAm-h5U?8XY z&}>3qt(D;Wh!#&s_C={1emc$diXg~+R1zR*!$J%DLT7@WMU-G?k^ZpMmX2+lUGv3_odkIbaQjezkY0QABfRxjyCvzs+A6 zx1}b=K=QEQmSPj?JOjx@gg^rF?1OLY{(zDVDVfs|g9)W^BklT+D1K|RLXpA7^?ffW zeUmay!3GhdeZxZv&-;z{jzWuw65q=+%9Yrc5RUcpa zLRHtDf!ZQ7PSMWo)Or`UMu2pf;}q7DF{-rv(YgaFuLlIFKZ5QA-4EW$H3v@17)okj{uB6Eu&BrVH0O>G+x$kfvoO2 zuGjJ8^CQhjMT8rlQozF2ZrW`~yZ~Lzn(G)kS zFOKYMweTVG;fTMG#=^p`4x{XlXC!;+3+cGce;HZQA+@WcXq93u%XJaw7b3bETm`hR zg6?rRF@vBa?dsIhEaOpK8NF9i(lQ9w&DA(hocuT{q1|{ zXf-6Y8G!NY}k=%v}E4GxZ>JK;F{XPL!FdrF5?^sxsp?8^q}IZ{&t0zPwW^oPkjT z@FcC;K;_NB;XGbQpp`>{3~b?CfQsfA)}a<-y6QqXMlDQ*dsI>WeZA&*({4}9pff{x zELB=3IGXlkf{dhxN%;MQzK?rO|0^H=8Lu@N4*5(hpy`E)xOE#eJu!CtK5Q6wXrg)i zQar^H(iD;38y{40rHf3;S0vrJHEi+Aou#OwUYJA5xQ zmrYuV#j=Bu{?-t{9DF=;4sYg22^FcftA%`@jkM7NU63BdIn&_8Rr)>2FxJ z8NW9+DMYS9ilpjI2w-|n!!F)KGGmqCiaDk~%V!|06;>nyzM9T%;&LcK?*q?g-Ex7_ zVSO*N>o|ycLV$=CT7seBB^TB15Smng5YISDbV2tByJ02#dId1X1Bj8{^wf(Rb{fuy zudCX!S7u5`vvz`eAL;X>O`k{_gUu%Va`HXeCRMO)p|O*VHoqL<`P!0Fzhr9aCL0yV zVo=ap}?iT#|<-8{I)O?iVt8CGf zwsK{vKa7BK!&__0$G3`8ijnh~HhN4WvXwYY)!k0~0d{lx+kIwpz3FF>N{3WSquxm( z>|U~MM%B4$Xwdrt>}1Z%3g58hp4^w9mOU->L@p-9PBJZ)`;XuciEV~z7m4Mm6h%k> zh*SHGGKz$byPk;@h-<45;{m+ca*f2Ujr>{*H)fT>(})4l`y1f!sdP~=*D&Z{O`&G+wjFM9bDRZfw3Fy#X`=oK>jnx<7_9Nhr zGY?IROZf%Pr(c{IHoZss?Ww5gJ16(TdsbJoMNUw1thq(!{;`wXN?_Q0focc1dOZXM z6Nt~O&ff!Mzd!m1)bB)-fVy_&Mq>I9Jtw<(8_seys1R#?~Y#dYch7$UFFa$sh2Wy>#wWuHks^{ena;nJKj7hUfu z)C~cQya{^nyVHA)RCRXRKBGKZD1Wdk^Rp)m^36xjTKsz?k(f}W-^px8k<{pV(FNjcxH{5YCDd|!W?|g(4ccsYY?v;O-Zw>V(A>eMpS97 zr48+DkXYZC7bEdvz)x9;g?HJ9Bq7WA%;OYoA=?15?zKngNRHX zSY>%?VdNKLKP@Va_R}z8OwvGV)}AQzP-R|~o|FV-kcV29^v0eYGbzhm_vD$}cUf2;-tx{yog24DDdlbS7^7(=tTN3Pj1~6z ziT}CNrhmZ0-N+ngY&+RRB(pv4e;Jl9!ZrTtzPE&YU2zU;ausEyqPz|l%}h?|$xqvx zjbnE3y0u|aY^P0__lJ4dC1W{C<5g%26R)e@Dk$;2gDq(J8+7JO0V?lyxv^E;Ye4Vi zm9QM(B5{FIyNy9Y)m(KX5563_E=pNA`8T^CAVbaY#;NBmP-;|S?CCjHisg%-%8hA| zXrkXG2m6cVcBd-6H$X58rMXkAJ>{?y@Op2KN||NHvrwetLW`T9G|REAj(8nStF={- z;2IOPPr_MfpAX-6#NIYbU@i=vnamSlG8N7C5j%LqN8sZTjMcl&by84x@>&?qY@=XQ zqho8Nj^7VLI=b2qvhgNODxfaxy;zX2+oC6BkK8{GIk%h&eC|2gw4?5w+S7&R%ZtN09zP0=0@V;*yNgN-k8D1C| zY4%+e?CX$`nV~1vRd;ss5grCJ-pG`2NCo^6R+qJ@>z9GkIG+Rp|I>_ zEuk-Xq6TIly5H8~UaP6+u2LtM^CHQl5;kNKJAY%2D25_@=N6o4j_fMa0l5?6T)h(&6ebY<40QWqB+|up$KXw@4UZd;SlFSnq=xS?5!j39iI{s~&f@OMUlYBj9cX@J zNG~EWB6hfgcDyLy-4>zXqelA$Nbjm3N&0r6&Lr^^s0DhA7U(j5IS>DdAd?Dw02kvopH-K4l0>&rEOAczN84cr|)hglynPI(c=*E-)z zrcQ@>878*oFk`6@D+v$_JQ=ckR-|g{dcOX_t@Y7VgHfDX?%CdrDHyZn#f=I_$;DhR zPeCWEjm2@X;`cib-SFD99x`>Qh0;XdTi6|YXD<__X@T)IaK?5!VT#JQ;{CETv0UNo ztS3y!&TzH(S7U{AhfLV4%~pGM*GXQbWWKX2#ELcDT9jGG$pl z$PZHe*W!U&WYvTC>gaH3`{B;w$T_9n!5!ne!pv= z7W^SklCZ6qcH};?oQ-q@?Srk*0z^#64v78OkFAUlG>Cw$WCWq2%S)%J;MdhPAeY#Q zi5JK&z^Or)9s@1)oz9mQ&l(TCf_r2pv2_nof4_hlj$3P$cu!z2P@Y7CoRs zY5IL^?pFw}xN-DOFBO7xPZ5)tyahS={w3Jq&B$eLi=|UHzB&Vtd5uPY8|yN(Q@O1% zIB_J7YN&fAiyMl*bUV=WLq|=tmy37pxDJOgF%sH%kG31-YZQinM*0QmW&_N>(x zE%=HU5zSNcwIY>-@K=4xG>mLRPEeCHGt05|Dzy6wN3CpdX|mAure`kvk~ zpK}-CqS&=I(_QtHFD$f-JG*J59q4;k&Vz7uls)=t^|!WPjuXm#$sYtj`^_q{m^`^0Uy|ikFC4QE_ z5?NWYxv7+_+ z9Vu{v0(MFo6eqI*5}n9k(ViZ$*gb3$A{RZ050=WodH246-~2p+m!XA0gd1{TeH1e% zJ7yebhtC}Uq{)%F&|Hg54={t5)50$|j##&yja|jH9-B$t;4#2aR90XncGf+Y9DmE! z?CY8a1~>n{^q#RErCFrjj{|+s8>Bb#Ofh4VRAhxwwB584aX0@$>&WlMKK5Vz7z@fjbq`iq_^ziJu$7mQ4I;;5?YW1UEFcbgFAUe}I*#y|)* z^s*jhy0JyD`Fc9%ZMZ0oE~ibOL*icrvM+VY-QJBHu-5k3-;Bqtd4Ek(~F#| zNgYayZ4|wy>(OSJl+c+;d3G}65^vgho!T`ilif3GWjQkum1l}s?X39=f^=?WF0D3iWxAU-Ux)Ez ze+_w%>YFN-#k@?$i7yv@uFo40t)wTkc{UL_OwZ-~KNAVuPm^ExG7&N>>b?wrlnrWP zOrPB@W}R0h2pFw>q3}gHI8~Tr6m9CaLJ}A8-xI*cVYe`4XpSlA<#Gw1XG%fTl~hYH zQ}!4~-~JBsrfSIo73Q+*Gss49Ay2|@w2fB#ptU9CQN7g@U}oCA>+xNqxQa*IY?V5E znAPTV>ek%BRA-wm4~h*3*W|5Avoi7ps4*RJcpwO+oHwV|Fde>!-3}(f%4YuMH)xWr zyh>i%cPwEAu4L!or;F9B!PU^={Y|03&T<30oe4i{x#3s%CG|-Q4_>H-8QwIA^LJ%C zNWYff&~Jdh>euDWO(2wC*||N$ty~28=^5|x-5m>sB5u^9yWBs?YgwwX zUxfUn%k4MYN~sB_qVWpNb}^n%X`|E#Z5Mm%==DhAP*?H;~AM z@TYT>!VL@9{V(CV+}1{ID-xaCaWF^r=uA!2V|v$lbt=#_S11|vbloN!t)v*+11hqs z_A*iQvbIP0WG8c7nSnS00WUyFLfmj?8Ff;tx_qXu6c^q_ZX1>l+E6!Ffx#M_Z2e6; z%W%TC%2+`?^a%sc#I)$)ZUK*<3u9K0xdbMY;T$qWgyMWCBG2H3982-&jS-!_?ulRR zndv6Y)FcK(b19tHh2oFvNq~%l&BcN)_&U#ko*ri_qSFwRki-;}wcn&`lKg*zuBoYK zdQB#nsnkDFtly|pp`=cA7ev>!5*oJXVqKNoo-gvNY0G{c=bG#cMH=+dFESkks%`;T zP4h2`P@CV=?)9WPaM>vb+Qk$u0c%X}J;g-4Z&&>rH1y`k05VOmtlY z(Im3uMf_G*m5(FC2#{gj^SQVF;0V!^*Gs9Y34rRg)GNwm<#_`N(WWWj$x=DCeBFx{ zRBvCum^G*RJl}8*1a} zO;$KDLV|5~XI*A789wP=UD=%b-cd`(Z`Xj@zK~Bcv(7g~9FxycN=P;v-bCC@^x&fm z{ygYxOkZ?~!WYST-*4?SmW~`zu-(Bu+ei%ecjEnYLCFtb&ivsg>OL zq>~+t5{C%d_67{AJa{LhrB zd|(ilP=P8;klCfz`Cyk)I~I1LQ&8S~aFk~XBP!o#j>^6IXv8gy{+i$q6e`@p8Rr~a^*EN+_R=T(^DV$7zRD{_ z(JTT(_fP&vClx85im#_;p}RENfBOMC7WQKM-!Msze~`}3$P(uNg-L2EDoFp*`tMBg zAEo=>WZE$QPa?_k57+(wLnQx$4*nmAr1O8FjsF1`{|jy8{7*OgA4KtA)(#u<|Kf`* zL>w#}|LgRhX(J~KE7$)Q+NgW;+=4_#W?3LQZurO(gxvkIt<%*1I|+O0blxiIlsp`R z9x9NCSo;yBTT~KBPZWuNUy%A``{%}YM|-E$w3^lI=Iiq7`s@0HyGoYly{o~M3bzdf zCSot-HeeXYLrzW&83+#J5HtupTvH1k2@CVpfD^eAc@s2Rhpk#RP+xdB^M2huKZ*lVBXBr8_wIdm#fg&^gy2(jR~JZy6DxM>jh=QSP#)%ZCG z)1|-PsK|yV(I%6*0NcRPYWQdG#BVz-WDCkzN0$&%X7d7rFKQyb-Il*rFGoL(T4rPu zxMx4BbrM8ZmwxbuCubve;i7F`18V5s!gUMm#ZL!s)KehJ| zJ+`+yzs49jT?2vqIFoRH$Krz!_}7IQ|Ac?eGcj`c-`xg7zW&_w3DT25fz^rpH3GtI z0|k+K%stoS-29G>*6V>BfNVn?aYO|1_xqPKV;WGLiVt(P|3UbA^L3AFaYlVkW&e}@ zy2H%PorJhMOG^ZH3nSDI1O@^O`clUT{6kj=D)MOq`kAY%R>Tj}x9`^)*)bR*?b1q?hOEhQL^9Gk*_(`ZSGgYDdiAT`ncn}VL?GyI< zgla+=fV3?Q>if&{y*EYJyT@4FP84U4kA`!1aS%8S67)kGik?=@`V1O4g7TmM6*^J@ z|KJtfYt5yu@N+4GY!TV;LCyzU#su_m>;Hygs1e(o=Pw9WsmR+lYi9}iZ@fT*$OQRq zh5&S_L?GI`LPrC0yYcP#)dCg_?29O|)N2C;cG36A@#9cYT^a`2QoZx1zvYqfqxE^u zp0JI6{=*`v+PzK1#(h#Mnl793=A0M$b889}6?ofCEM=8x3vi$=GybmNc)T>3yzTZY zi7tD+>2OoQQE&$DwRUN%`URb5zq_(&&wiD{;r;$};t$}5ng4;!0#!c1p#!f_vs{8R z20?^Q>%+x@H_X;YeF5^a+0IO*Yt1&9dP^nJeBRQgmU?nNuK<(%y`d`1!(`E{4(3aK zFsJo01L>K2=F>1#9iy>B^nzNc!Hs>*=tgLV&jV9L!a6)dv%k95v;bnHJa*@R5uvILsWq0v>Cm5mOFiWZ5*%UT ze3ZvTeJ$he9{Xgllp3~!s;$eWe`vHei5MG2pnXg1BfT2gC^V+8KD_9Ax)I_9_j1i7vA)-^~Rkk_I8o(x~r@cw@S+t68O;Nop)YdA|~LW0fq! z+>|4#Xq0r?huRf@6wGB0vy}U5)?Lb}9$Q3_bPaw`XYX{w)YdFoNxuh|2od6|5n#VL zII)vX*LRG1d!lu^k)Z33q+&$UitJEgbl9o+b1kv;D+LMUG#u9<+m4@iUv)V@inm@| z`uxz&is_ed4xiHPwi_wtalmf-^iZJ+?&m$VC4C!0P?RTYe!NYMep`58VYvC*^P8bz zPv*|aCtdWGbur~H3>DgRdit7|Gg&`8bn7hnWt}cLeh7pZqpD~8=qfW+VqQxLTFk+l zNtrgXj?Mee?xI+`v_($ZRuj!EYujThg<0Q7pMSyHLHH%+wJvX%S_(-@V4Wkg0&v>6&J z!gk|d7P$=jFt;?gmLzxerCkf;;914LFfq1Wd~U-(pGLP1btYd?>JBwdc#PJbPB>WF z+iHmLo>9+dAs?PepXz7R_h`cuDQ0}Y;7#7~+3U0H0=Mb@5Ms{&q~???tgLh{$f^(l zfxRa&-QIj^GoBu-I+;=J?~$$XZuFX0ce9kot5wIAXgVpUI6dn(VJ~s#aRxhJ@TW$b z8@T+%*8Q7wpe-Ioyeh(Z#J~7$NBd}dG{Ev1D;QEjz?KGc*@Kq}+iPs;u|DqR(Rr#^ zxQ8e8yH##~8x38=n?q!MR(#Cw3dhzi_`J-#6!B+cw=u{gi)Knx7IRT^TRlQ&$sfeZ z%(*Kw6tg>mcNymKHfHrJLeM6$JT`j& z#WXkv9PG7+yZ0;;nN`4|Pmw{HuXe8jRzNc#389$#I`oHgSk)zD08@NHMMs&}p(~)5 zANvf8fkY6TPhoBicO%z-^Qj0afI#5B@penae6sv0lrqWz{CR$Sa?NAMWQ3WFT{}(BD*{?Kajb$JcSS(&{T4PP09qZ2j+M*nDZ6ElMyNezd`1wkSEY-(f z^NnUX_o{Yy&Z|C-BpSGR*fcK|y~_u(Pw%kRZ|0WU@Xp89Lcm{)^WF{p*U)eqrjYvQ zF;edD0H=vb34l=T*K6toluyqa8Ak`AJ&Kg>;#K(2-_Sh`Pe19PJU!L%A=oP;x% z>b8LaA{n$+g_XW~{{h_J`CO>X?X~oxha;NHc_1>L#}A2*Q$l-fNViTZ#`LM2=h`KL ztJRY`aOc~Poq8(iEZ6*U%Qks_b?F(|;ev}|E&;>GP~ZAdHU(4rQdBp7|C~&p=y$!ueQ=T62+1wdSt|t zla9?C@!fvJH9@i)SrwN}YVvB|=hEhi)1Wt8@x?rYml4mOK_vX?m@M9o9>69Vkq5!B zgTlh#5IH!(R;eyOMX<#-o1GT*Db_{Hw4DPbJlte?klb9ky|Lu~Y>61Z-HWUgX;V z{9BF&G#H#`R8n^JTZ`r+kWIOyM;ACBo;;a0@w;;;?7y~ct!aFX5Ds3fdfwt^O5v+h z6K4cy4qm{jjatnJ<-41}Fw;UP&SUEsie}X$O}UU?h2)~-&>dkoq0$QwGs(Dw<@Xk2 z>_QF*1$@r_rtL71uG%w*xMyBQ044#!i*nrJR=OZ>mT3;pptjf#I&AM0t)zQ)Q%S{H z?xBa@Dx-vIC;rFV0^Ny=A8Yy!lu|+Cwx&@F`|fG#G?ZfBW-pwcl#DW=Db1C^BQXY$OxgK0O>|s6h$Z+R+ z`*SqMd8ZOC(kEyKg(-TLoh~A$y&UMp5-aXRb!m2+(GYAzKQ#w9nT%e6VBc5O%>L1*z zqmPm{2Paop)ci;T2(SF$x3cM0?dr2_w85168E$%`q}(LC9GTOLAk{9|u3)bS2rp{ z^(@+%o-iLsF|n>9BA(trZatiJJ)NeS%x*4IzCuw!ORDA*FU@(W@Xvj79d36m^>9AL z;E_yda(_)IKQO3<)>Jlun+5MxWfZLTAGB4&`>|)Kl526TuVbH{Vo_!R)Afnl;|?Q2 zl6Ne##+4gJ3^Oe)2de6%%_V6UvdKIBr*_pi@#!!++s4_axpne*C%+B@OeIex0tyOW z|3!YP>aTUg4%dq`S+6A2YT-pE5x1pi%jDhCBL@xA`)qN1RC$L0e7P{fZqbU}tr>~N zmY0E^=9u*-Azc^w^3W{?vH(;UFVXa*D=hMmLo|- z!k#ttd6aALpg6!}10%W9cLP6{aMP&oU6x0SMcsa$Bz#|l+9f-ILQ=LfHUhwn0@VP0 z&2LpBcx?%vd)nLMYVmYjiZpxR)OlU1vE(`lRZ3>b1Th+Qr|_{ci!?o}sR(GxPSC4e z?;+_LAWtoe4kz%T-t72g+6C)th>O11*siAX)e$LKgrR>YZN9ng$OE-MJwT~jd!8s4 z!}-UF(_PY9G2hRX?lb+*B*sTE!}3h33_!!KAsPu6)4vwx9q(uzo#TW%EorY_QGp&yxNKr` zyFS1Ag0+Y}rE|uvpNUVG%V$Nmvtu&~b9Gc+2ZnG}+CXc0cZeRUpLLe6Jtf|+gH~a0 z&BDLR*U)Mg%93XaJnsg5;a!9%l7{ONh2D~J7KLjl^gkRv*P}@il+TA3L=>J^Z~hx= z=MZJ;f`(Fwrz9Ap6nk~C6%Odl0JLuJ?QGQuD+i8zH}#N zYpb~TvQ`!!Y`vZZmb(sz4be63i`V=ju2zA?UhA<#C%$@bM_kCt5@6J)Q)m59l z=T}{btRMSEM^QS?Eh-C{^{czx4-EX|}kg8nKL zYoCl!zD*io4SjBWjmKOvd+-Dj6P3Hi`7r87wjcX2r96kZ(sD%7`F4EjaX4O7kq``L zZ-d*0WcX?xW9@X#@%@x*0DgQ-Yxb>Yr^EZ_i`4p1R**&i(!rS67><1=n;d9>}Szk9^5W*_-IKH^su?^Pm8$G@;+t`_1{H*`KHVyP_Ur zMYTv)FJerb)D{-{(w)xhXO(*e!JYp9+oL=VQe*e59FUr`U%B$T-9vvXAN8C46)AjbVec^ zD5>l~)nDK1jA!HjYD#C*O@rrkNg5{1gmaMMMOP&N=^XB1&ZN~60wLwnxCxF}eCbD+ zs8qbbj(HBX?>n0*;?nUA)MF5Z(W!aYkI-QABUQ5NIJOX-CTzSfwaL_d`shehqNT;xfbU`s3CVx$ z>Xt@fwp=-u4;PmOFonm2>{a6ayy*)Uc&E`5{Qv?TQ*g<#f$y2>Zyv=sY>Y??4ydrm z4YV~6I?CTQM+y_VF#>IQVdcO|rZ}z%xTW`(H z(v@1Pb~}md-p8??#ZP}lEh3^LQK7N6;^&@Mb@AYoB|zJ52Fw2`axkMcRnyU{9>Gzj zuDx~hEv}`f)}X0?7W0j)@7l<_+TcVUkBG93O?B8LgHvKj^HgIC8QjRJuS>X$3GO(y zLTYCg_(dQa?vELl(W_K2wyQy~*yN>2b`+u;yJ9=&(w(`i{!RprOuovL(mh~v??=;V zb;j$JYcO-)6b#BhL@yTxHVzVnMNzz?cK+H{r<4NI^W5IE-ea;6Y~eMG5bj9j=Wm(& zCiePV^8rA)k$pt`_mZuIH4Nx$>rn|cy_bz`yZE~F8^6B|JmsoCog9xp@R>Y9gY>^C z_odFpdn(7QolzDcuwY5OvH#q|G?N5OrD*3m3+mwZq8Qbo&z2Bo_{f`ukgPW)?49Z2 z{3Rvp4^X^58WT+pqLDKlyYJp@q5E{?6}#39A+~7O--u-|f!nX#-huZ9|266De%?R< zzBs;H*9gl}_@Sf6F^H*JP1fI1g;2yE}g2@C_S))G|5CN|6mWYYio|L2^LHMPfD3nJD*W_)V?zjq-3wtDO67WDJ-f#tO@PsJi z-=>gIy6teU&36uU=p(8oLG;*c9&Z|C%Gwf|hWTw6g+IS7erkLzg+D^jnHCjq{hZQ} zRn5|O+_W@GaA+1I=mn{Jha>^8Vx!u@Pwl<$e$QA-;nYVY_+F@WzCQyPPC|DC_S1Ph zRsoJjR$&7pjQG&3toif%=>Cu*F7;Q7tw`lKwg9CstovUGJ?slM$1kUwf2f{N&#;i% zi^(~vtv2+`MZe_0Cx6G@mK;XQ^=_9I_*H%_Gj(bHU8fM$-6`SXqQeNyo)yu3JD(rT zw-CV%JR}^?jpHGa;y_f{dCtg4f0p~8zv%fLVCP5G+Tmcb80^NsqycCFYuKrlW%u$? zV6oD9$S#Pb@_GDgE`NVY5t`kO%2%Esjo-fDZ6K98Xke*8^_WBrQhA%LvkRZK3U4Lx zn0fU%FioSdNI3lDf-fmr+iTffVp585cRQ3K*GtcPGRih*XIiVda8!UskRY3p^flf3Kg;gmk|z$jebro;MnAy>p;q57V}(MZtFzEVXi*T-#G*;*dpT zB69KyfW2I+^XWh+tBw9<0v5HuRD!Y3k$Ra=SKdngQjO7rX~ZCYu$WT-wxXADqh#eLw01;60VHU9|C1Ypfl`)oRj`4ivak9?6?vr$- zl?iJUIonk*W`dJUmTi)w2=jnP4F;yby<#wuD7rrZF|MX#_Ei2k zWTRu!__5Q6HMc1~>Gx2D_<6~TmA-ij2q@;1>Zo zPp9r~%O5r~rsY8{r$vmbB&<*=gl46b4Ifk8aI<~!U^;<(Pul44^ru0Ke}m7X9U{Q#fc@8Ji!^1Z z{jJeJ(W|eF`S2c7UWcruCNIoAmHt^!O-F&2kG=0YQ*G(+?V>@P?d4<-9J!`(_6Xe8 zi=yAlA(5h+dK|91zDpNQe+Kap9@^M~vDIg5u3d&3_L3VaurDCz4^OK~F&Rr2u0*3$ z@3BRJf!s3%N^OJVL;A9B(lF874dL#O=0n_S*C}SUa8$OjB#G`UbVGtQzhXHay^rgm z*&};@s4Tq`+0fkivvDC$u9%czvDcnu!?s3=>#)T4cgqk1N{+Xd^@81uv?50BX=U@n zZ5X$VnU+9V`D>O03I&$K#8-a?`(_}v(K|g9vHMwiN9Gmh8y80cQhgc0KT%V_>Z2e`7+Lf4r zir3e7L5zbXXHz55{Y2w2z=#gxjX%JXYd{|V2Q16^Kf%lYmuo~_URg|0^uJd$Vl+GY~AUJVf5E{%s5@p zvm+Zb#Dll=z%rD%wPQJQ^Q(Jv3VTG5v9=A63@zX(T;8c{URhZnbaL{WAEqYv1KIUD%n^eAWstv znfz^>!t#1L!R4JLn6ra71ER85T0LD{4@|6omJ_U)>ujv699polbD$e_`ZOT4e3rR! zcuR=a97e(ZHH24pb2x`1AT}AA)86BX=M(yy5qZHrK;Oy)DwLDog9CUba1N0D5s;b{ zSHK@oq{r6!tz8J00Do&xLvzD#g*N{#f5--quVWh0H(34)`I%##xFo`J)l0dx_%tcZ$QBTAqhnT8ncW1Nx^5KLO}zGVF6)5v$;#f z{EhISZswSfS=OC{hjerR_wwOmtS&FO*xKOD{JpJ(lhDmG_Ca812hPm$lM|9z30lZK zHZhMzN%tH-4uHCep8`4iM+l9L501=1f$)F@5mjVHcK4Tg@dEs*GX0}>neU$5>fC`c zddYwvo0%bdeEU3ka5{m3>E&w#4Q~BuzH$1QSU{($Wc7f^1z~BBw(`#Gjq~4jU#s8b z)$xJ!N?O-VAQ->=zD@z(n;x0#!8Uw989&Pg;$n2ra^Pkgy)57H@}fgKpnGz&6A<|p zMivkb&W^yG>zP13KX_u}YZrMcj9-qa5Sg2xZ9n{1I;r2MeRez`KLdDTm%U(rpZ@Z<|(eW7sw0EOy-Nrf9fntXG zM}Lds0*NOIM4aPSxZ`yq6U=w+h#6}$!%W9>hOllM;WIFkPc+0A761L@d%9`i#; z4^%i#@R*htnOt8Ee|P=M=;mHx=AGbe*ZG@ZSjTelhw!=8u;jVLp6{Cg8fVi!GH07$ zV0YSr^#jAF5bQgU)?U_rn!~N-b1`8TJ+8){=3(@_n*PLp4-oj)OSoxo`Ba->|B7g8 z@ddyAJ^ZF~N5T1F@9eEn>R;cDrTGclGyLPs{m*WoyI0w}a;2B}M}GMm@da?b3HoAi(b~xKsnq+%-NpAP__Hj-e&S#B zvn|!qD#G2ht@7;eHTay?8eCoZ(0kA;h5N($6FWV>yaR4&Zv0_@YOitUkNPt`F!2?C z(mOoW>-}6C#nOv*he-DUNM@Ovx#*RM&V0Kb@)z#XYmcE%lkXE)_UM$x)Z4oLIlfc( zSoQC39q9am?Wu43`E9w=#rF-qJK+5d+f#h=RH|s7*cBk}uky9pY<6++sBV?si%)BB z@+I(EYXB{n4>^Zw=h?rL!m-xD-uBg_jk%lS=O5&s=3~H;nziG-UOxEr3z|H#gPO&1 z@m!tL>J?{VqlR-ib`Iumd-V$HCMHTCb(|Snrrmmfd|x zT=%@mRi4?1bM%iPw^nmAdy)3dWkzU9K&f#snwbE4^j)obHE7 z`xkpi!aMn~aw;Ctxa5*J*uJGMi z>cyIROq)o0-3X8TCf~ZYOdml%{M=w2^vl0A+*+SPSOwyZ>?$CN_^In)qmqEjMHhgn zq>r9^O6vqCfMEz@rDEZ04Q&>J_M21eb^F20$k-`vfcMexcU{yNo^zc-;Yj{yG&ATU+DpTol38k7L> zu^T6x46y7S&(m;T@~Ns=3g&P_F^1C@NsD3(Hl zf5};e-Fy!ty`j~u^mg|*&a~00UFZ-D-{~dyo8b8g%`hod6}lFBYr~P~AK14&GVC#o z#0~W2cnbkRF?qUKKL}FnF;=dX13sBVTL4#z%@_ANhie&?4MV?MLf!4J@DN2Wpn!j) z40XN+bBsPGu~NA7Fs@f6khS%|Enjt6x~himOVp6cBfx5cE_f zx_d;$t&+>N`l#^9Yr@<*eXh*ncH(MK^B;O7rdln9b4LColQfa<^1MY6@aK_BW$>e0 zXPF}dTMi3=X&AqI;0F8Fjl5z|>_R)+UP~R1t3jD5n8}r_hFZK14z>FTN|Z0dpP&4J zJN85m9`p-7zkBP_B9r*4c|*=IPAKngM&;v=V9xZTDXdC^<+IuldskZvHm?e>0hmq) zX@Vn5Pz$2PJrh9N+P>pVA#=pnEGU0lEG*&_^{#C zZcPb@V$(P0JnYIJWz@@_1}ub{Y3s5^r zi;5hUT5^Pae1l(VleesLv8^T48CE^3V5eAA{V?aow@NGe!AThSK1)VPO5>I`KjPub z61r*jDN@V8>^SEzi4Unja}E5iK%&6unxnxyL1eE`0K10!+$#-mG%mctl93K)VCiha zm$Ez5?kQ*vQZgw^f~_hu4&kK|f{1m5_iW_)%Zf^8gMlC;&x6mTuz4jY`Dcq0ROSc{ zrvO%MuztOf8hDp{gS)r)Yr%2@w6~s#kGWoJT zdmg+7jx3tJGS_K7s)?}>icZu-6skOq_vz|7&{?SO6U3AlH#A6|V^(wge1F230dZ{P z3m);m{%YznV%hT~MW0aNc#5@KiielX-bRveB*n{&rt%#>|Dz*p5yYdHtLmKv zs_k+3Lyft>ll2CM^=Mb5VGn|td}VJV2pnc?Eu7G1%wQ)@nb%sbWDlrIm^K7 zeNITLtJvuAlp1(0 z##+i`$M{ms)fgMgB_!-}>dD7O??kROwX`!=@3NuZT&T%}I_?KSV5^V^|0=W?BEj>n z6vRlLRT^1|&1HamssSTo6+aYVh%anj_Y|t)4NReBzXJYa*_HtQ@4q0$#IB*?8xd*h z03PcF1`0m^BZru}@B%59G-&lU9%Bb5UQqB#Gl`rz4`S8!6Q7VY4e+@PAW#}2c z5kEI6#MfBP&A~|Y2^&l4pq#o}Z6=eA&1(#KDoia!iicHeLPO=Q<_nJ^1AV+T2n{M7 zg;@yX;=<(yIGprc+qRSWA>Y68PRinI-7E_l&nZ;NS>+%Y{>kYB0?bN}qvxa$-poXo zvc6#dnLEUP!j|^2P=u?EL;kU0_3A4O7Liu1i{TGbVfC*vMvtrE6e=LhWiHoqUnj00Rl!EMSaJ?27zXP>ax|K}I^6`)!LeDTiopI0vfEA;df zc2a;k6HFp}As7Z_Ag)4p$9I9kmNE*nt~nnw7d)-RM~q*V-H1aZuS5wo+$>(AN=c*9 zXGpKr_42@OkfR8~KVuMIN?l7N$3v;eQrIxRjl$KF8cz4+IY)I5>B>D;jDQkm<& zcV#M)mRk1wr0B2c7DhFJRQj@m}9E5apX z9~$~!&lp+3fqSU&bc*3fj`6PyP)x-dfh)R%SYeOT7m-3NmhGFE`klH!5Bvju*LJQ4rfvnC{fqU7_G7QIz7>FclO)f2_ z`ZF+atZR~>5=VPHTXm|UJ@HMR&1Ukg0UxsQS7eucO5b;0KNajZHNLg_=kiJJ!=SP9 zWr9+n^mO2m`w^z>maZ1QDEiT04u3GcxN>jj-D5Hg)Tu{t=VH^7c1a$tQbaM6l- z!1ogxBQk?2WrX{5xugT@jy`GVF|#l=6L7;)B0{lrulUO82t}&%N5Sn5w{Od-5^3jr zh#7Vrv|=oTUr1puXwl9P!C>Sva!M<;sE^7S%H}9X>dQ?R{0tSa32M3@rO&|W z+guYCgbr*7;fwn7s0lM*w)wfWhJN)azy{AdGFq0;3v&6PuhB646GIL1Fu{;@09&ka%9jMf&@+ZA(5cDE_Z;m0`SMjP6I9r1kpv-G%IK zDt}pJDIZnb-TPZj+P_r(4geZV0%5uv)Ie&9c@1u;snw;WbL-shAdr1K} zBR!=+h#zpN8f$dl&x!hkS$9j_pd5jafToNj9m_u=+09aWv8m(#I@X}1_d0FePZjTs zO`VcWNU%-fzSJ#N6X|Mj)>N^g0Vbsi{CpSk6B)E z#%A3sQel+gsIfNShh8mJxBenpd$;M3O3e4?KsZZvuL`t{$evl+1f^f+4xgNP9B}B# z;QLP2FAW92d{A1}gE`uxQ6GFnIr;m#@nAl?)^%qhXjQ^kng41_8w?{I2Zj7fzT{^J zlX70v5r1GtWgE>+q}9F1`s1W2>O=OgB)R>Yr*mFY8F+hz{cx*25QU+W5dURtfvX|F zsbt_!Q5@RTC>e?gm(QUoSBGq6Nuy(CI$G0wnGKnrp%iCMQIg&cbZ)*scu3w zy6JFMXZXovL2CE1vADu}uJ$KtoD%iKlAAJi)yT}Y(^fHvVTmmtj-5-&%ZY8*DW_b0 zA0zZ~pd==4%?gfF%m%&~tp^@U+S8?x4=;g98z~|*Ymefd*$@u58zQG=DY#vte&?%A z3!>?8BSHu&qQD2Il6AS=LIk_+zMyBxTG^4gZKIBmBvQ!@Sj`zVe)(;gW+I+!={Ny*BcmZr?{2PlU3%ry`(yfCH|g%8b3tU1Nl1Ces*`XncfVwHFUe50}I1&5^lkX z@WlxofTsXhyBict)UYy9_M|I|B=XDBLa3HXFns=*9wf(!v*4;@mZd=%zjyL>Hy6!k z@M0~qm-fa);>6p=)v$vEf;X8y@mr$!w)258Z!?M=Lco}dt&T3Sjc z>dV_Lh%(p-H+J_oY>MS4(MjZGCsQ#=1ay#lLdQbH@IhYD90h_P+S)vNt%@5ej{BF1 zeKLp0DjP?ts2$!n_hc#THqoeL zt^T`i6u zZI1J&&S0Yma*r`yvnKeaN?M2dtabv8UYnbon{`OQ`H%%|aBt@CV>d#@{2UtJAJ^vgI9>;#gsm-nK^05i zR4sdkdF-(|bs>de^=0rd&<#2^Agd?RvVX>%X7PB93UdY4Ahv2IVhhYvTIJ7!X7HddchwwQ`$B#~Xh z*W=MP-)1OR4K>YHf>13>H2y3+|20R@d;O9(A2si5WYl$f>VC{^#_$C|M+y~*}3>-zRdKKb_(vFRx>FYdu!(OBX z9KHf^3Nat~HcSOVD(Zq4s!pZ(1owjgHWHEMxb{kiTCjuTCcoG>DX|&DAqVfsvxOWe zix6j~BZ6FC4;=zXV$tn99wl+l zQG+_jG>3?KmbBva0K~}QW4RPVii)14q0OSJ`=DMxu?|*wqgGs)HD7}MZ6SR5lsK;o z;Y4^jXtpl*aLewdKPs$akMl(sJiu|Hj^)0$K6M-JMRMb?wnrbb?ZK4i^9 z0=VCShJjP)~h8K=Y7;irg5iuC$xUpAdshEmbb zQ}vn3?fD^jRjrr^3qeyxdg<7^G>IH2E^_%ARxa5gp^Cd%qx(sM32$VTAnoHSHu8&3 z!9%OwgG<)@3O#NVf}$M1S0&d9)DjoT#4C2T29x)?Mcb2t*Rl9_;Rgb1CZ7zV{;~uY z4`{2BV8*mBbB+oKBF89(^2%+_30;8Ux?gswB0eOENv~k(rL)Kxi7Dq}pM68?`IOn6 z*f^CQ+jk{5at|tXU0ilWG`Ji1UxY7N8Y%q%S%fF@!=uEnO zXNPuRh4u_|7pz85oQp?J9M6@8JEM?{Ajy?+PTKem%S2O{q)Akyx3&uX1n=iJXz9D4 ziOYWS+yjhKq;aacL)CV9?aWgVvA%DrWvYku<1ZHhO(27n(%evabe)x^Tu0bPWsD9c zs;RCRiSmcka!3OtNwu=>uGm^(0$|CbJ(^Ytq{&rj(*7pz3C2KOl#SXhPp`rzlef5? z;dA?@xbr?(-Xgrb-9xgG%2How%pD&MERRuv?S2CoS=J|AYavfK-OBfVDt17OWh1ZP zS#6XD+GO(^EK&M}(=0n>0@)quy~X)z(rXjw;k%?U0rU})X)gPrxan*sc znX2$gUo&D4htfWoiOriDvH?y4D;jP(H#1BwohF^CnkIu{4$dOPF}!D4$q0zbfG~u* z{ib&e_>41XTU^RDE3{d;?Q(pdRr`Leg(4P`6~5$2qb3W5la}gQJ$QBsff|FK$1@|G&h6p4 zp>72bv3jt-y%u@`=3Z*3)2jbNoLpWq=ej|;;i3w*m{?5f-! zr=~x=rxj?f{jTMc!NOm>hy}Y27{5t5i)0i78>6||Wa(7ets^Be#j8jv9e~a`=caPD zh~B>drdpED&b3D?$~|v_QerOsyrPI@NM^^b5X-WBZ8{%7dWuGqf1MxVkZGzlAwD1R zwXpy7m()}Wi0tg>g&AJE=Ct29=D$1BL4%a4Owbe}rdK%6kAbt$0KE^|y%Wn&R#|Ni zb*EY9EOI+`xnFQo(GE+{mZRhA5%iz@RRv05`Ljt`ljaOsArypDGdQQZmCys!)KoHo zI2o>^4;r{pgTARYowtnVz`XIUa*)9x{jNhy6TlcrRQf=u?PwjiT|JvyWVENf-D_TI zhj<>iD!wQ{qtwuP*+F*5w!%QE*G(_9SWPIhQH}`!I3)YMzKg|#Mn8(a=wDe)aD5~yz|7OFD)b2WPNTCyC3^X-DmHh>db$FE=kR97yf8La0t0Qp<-;Wc$c6P5;} ztjtWRVw!?A*$(2^w8)$-Da;R%3l`}vPOC3V@Qy6$B;kiSMF7L|B;dmY5cNkHA{@Q* zEm?BHk?7_0EOz!+4$+@2ClMoC_$3ueih`tw2Mx)1wQ zUPw43l*3XZ%8F$S+Q#MxfJ?YOu%&yC~q(7`Hzxzh#A` z#fKZ@Xg4flkB%F%F#r!87xD*(>o$RA+GgL$O8;1DK1j_l#|?~ zEA@-cRmZY=N#Fn$b+-uwNZKOHt$tNSaOezD`9(8pK{Pj z5$8ojpnAN!<#|r?+}0sl5{ zOGsQl(%F0!Yt6CS%p3j4CkZSzMh!iwB&2{KIk;X>tKB3hO1$WDxzOFf(+{tl7<5 zut%kAkSQS5U%ExB-6vv)oXA?n-<-nGkb=qNKOiEA%_ zsL|FgRtO2 zNDh&vPRORJus_zxO-9d7-?RGUd3bMBK`;Q+R!)LBg0i|&+FcH_23S~^o{^lEA?BGs zC)&2VqFBnu`x)%LrKqrvVAw(6O-~D5-#DOIYZH#wu96UmV zWBBox%C3uyt!<1`i)KVOI##|A;rXJ_lpBghK15TOBtW+$n9MzRAFr_OfMxVjXPcFy z2kn=`+UP)){ZBcii(hB~LUMC5B9vN`*t%+eok4}l$2;}C^F#Xz==>_wwTy@&oMu(C zw{8=Mp>f}acS12tx}<$Q84u!Ei{zl&efAy)(z&??wXtg-i`_`nh=a|-g4KmfzAX)4 zdF?>l{&r60l6to^SQwW~s6F<>IOl7nEb0k9E0Usm0l&I#WVH53^iA zVA-7N3lXcn8OO+v3JDo*i_wb#D~hCbFu5Q&UJOVKoiDYc5LZgc8dO|Cv*kSNr>UDb zK14RanS%oq%D1-O5FJurr&#qNW*6F1X1K`4K?U(Q zXIhvKgavLU=!{{LZhqp|+o>05I-CgremURN5k#+RJcF42insPePW`)yxVMrauzjc? z#Gn9LsZ(i5Wg#YIOmx9BJD`X0>+oKL#2C)lBlKNBfEtscCh16rg2qyCz*%d6&&@_c z7J~0++?|k5UM@URL2(rfa7Vz*OgrkjWoNj#)K;7({Pd+F zby2|;QQF_khHa1*QdJvg*GM1g3);h5Jysw)vqgXs8TtF%OMjf5C@CKte8r#&;nKRa zeQM_MA-Dg9dhpYOkxU^$B&|(&d&1|hkGmaT^xPhmgC2iIyR#-?-o;Z0q-fz~uV;FPfcVH!h=4Yr^qtB!3K4LtG^7Jhb@_7 z9c+fijL=~0P?IpgW#{}CdzMNI-ejV0oM+MG(P_zBz{WW(EVVi=7QaJW6);g;KY8@l z3=mc}6!nZRSV{=X)7_$PQCQA>gUv``PmY{c0awdzzYNkq1h>!+{dU!;vHdbLvsDajc``bnlI>mK`)JuRm5W84^ zNp+1Y25FS#?|8Lc3TF=`fyo0#9Vr@9o*}nQ8|w-g{3dltA=POboX2o|G!QaP<(W%8 z#=x{ag??aXRlVG(yIVb!G!ETN{+!4xt$~|(c7YBb>tFb&S^gtaL(2%HHP)98Xfdoc z%6GB#E9gHV>LY`CWz#%LtH{tMfleQ+50l>2Vz@5_T`9RFuOr%~y%Q3S##2hBOqpJF z%?&U`@hJzqOHgA;X7xA})7<^WQ1$UCpE6bWJl3a&z_CK_10{WWkHWG}JjA?4YT#TP ze;CyM90g`xW{??~2nob4kt7fSKZ4%!37XPZw_9&dXHU)D=jAPE-SqqsTytyED^B># zH;)Le`HQt~1EVD{8_ERqxVy}arX-hh_Q)yP^IN%qGw_@ea(R|qHZ;>;lyb0rO`=^F zv)}%sqc=ZtbGgHg+?nMCS!X5H$Z3Z^^zUGgMA+D$ z>~^J}uTr`Ypmoi?fud9Xfex4qY-5V#6XI+96oIO1*sQ9`;XsArFRw8^L>~dwpH!1r z*zUNcErqy=(axG?!;31y$8WK>x=#IC4)pGNOC1#9Dmb0$zOYws+(wN+) zCb1PB6zf-q&Sc)pd(=JzX}lHT03o2HSs!L~B|YxF^e2n+yg|I4i;wU4}mCkQ3-CaL512z^4_r36DbhwA2ABxCM*o; zMA<&bz=*36bWtotAto*xGkEoZ6Ao8M`#Lu|&x0LpM%$e-Ge8(om$NW zfwRg#$`%Xwjqysw@mLLNg&}%n-wxAPbIUe<{FU^+)x#STZ%;HpMB^8M9lYzU=YhYt zvW#Y*1r9u02xfJtb?cQ0KN?QyHS0p?6bMqvK@Z7U-klh)wEX%=Y!RKV1|Z{snsWAGVrRukW;{AFXgv{zrGYP_#o^Rj*y3DKreklO$Whb(|Y8Y zYf0u-<10zV{5K1d5xCy!J`8J3)Hi`MI$f1Nvc(mYaK3L?(Hs$#m>!`fkthnhSk!0E z2Skl9DxK!BA^b^*)Os?q4Vo~gswq4*Z7e&Fe^=LArE5BXPx%ZW@O8tKCttvWxzRyU z)}gPeq|+rG+tI6K?y@g@n_0X`uL742_eoA9eCZeJC)vs*dgK9%G&Y8`@*SwTBFUdf zc%?9>%U>@JnGt;y@Pk*Cpcj@+)*cs4!A&W443FJTsOAzzDz*J?djiU))M`bRO`kW)XmIi-Y=G4AZ>wkra~kXXTHS++D90r*@Hvr36e)P8=s1;WiMmRiOe zY}=;q+MAf|P5Q;Lwqr&rtqgdYQe8uWY=#D^r_m$NS^x<2Ik1A87Oh9iKuI=c(=`xQl zM+CR76}ms`%O*UbckPv;L2x&t=g3gqjKkEMLkkg~!6M94zmI``Y^wxG_H1nkaP7gQ z#8H%4_>?p*HR)EI)eT&Eok)x8b_+q_?Gr{+PYz_!qwff8Bkk#>K;O^Zbwa0oWVok# zJR@{wwe}_N%x7RbnTuHtTc~?;X4l_{IuUd^wmLsFopb$x%j7cKeU3V8TID&mG$y|| zIe&`AoJ5vRf~cOQ^MBmb;-H;F4N_JUb(x|Dz&nd*)V22|esN_TJ$tc&r^ahOg8Ey+ zD9P8g46GNFuF^yJXLKCxzDIYb6n7nMLtH}g%c`0l4IBE-zC2;cld8f4t#f!aG@j(G5F509jJ7eIyn$3S&li^xPfi#r&Fh6i!2gOL(5iP+`9FZ-$ z9isT}XELH#u~b;a2$h4SfhAEhQ!!f*Kvl8^)~jWXU#9R#x|AO9P5AKJ&jl(8Cw z%eW+>yn2F>nYcu!Dy+^)oNDaTaYLZLy2(pWC z1*YGPn;%Wot>F=K`qSA7)mF-2fYE&?2yxTJZBxU2!z;6m6|Zr5g0MZ9za}!B&C{nI zniIWhEn@ExGKx=|iM)F?oP^7(gSn~^z&Z$TaO;q~R6meiG>;Nq@!RiQ%lSx>s@7t& zGN@}lIek1vxRCA>3&4X6B_r3?XlLS#v5hj(=n`*Ld?|znPX-50DiJ%}q|s6H?z$iq zFs*~Q0F_ERk%l+ZE-Q+%n9vi*-yF4q0?!oRsGmvH{Jc>^Wk=3>&;4MO1HxIeIDX9y zkBN;U)bY}fq}koe>hZsnWcuZ^eQ~%FuSFQsUY4H9dNP=c7bYHt4*+pQ=gkf+L%mh> zhzje0aMN~Q$igDEX$++C!jz-i&*{5-Z!(EDJ;i-|zOJ-tOuvi~%ZWSdn3Z%9SqF4k zEr5d$p0{MV6QfxB8?A2(*GcJ)-kv@O6VRYH^^{9qPk)_XP%)EWrQ*mn73O;)_92@m zdatR7?3aD7?R>4RpJR z%DrGu+LXv~<46AuF~6v8>gc(OS?B@){A-})%zB;3WhDm?X$bcwaO}jBp&$Hm6)4H! zNE50+GT)oGVw*SLN8x^j%iqU$W4T*3uTt)7vD(l+h^v_0BoAGQi;v>=$VZYy zZOk_R!{-c7g3>JTX@u2ljx}9B! zXlCXE?hR0i2|Ca(b9n$6)nli~l9lwSV}74K(!!G^PkQ(({wNK0wy0x~CI>J{ zBQA-&dW7Nf;5Y_qGlIiWq8c273w#CW!O`Z&^DHHD7fCVGEV~dif;bPRH4wDB!zGAP z>HGMNvjNupxjOXeqM_P!(J2?}Em377#-xhU5|QmXG`FNqQ~B$A;HCTi5rnXtd+*qq zt2RQ36iEp43Ft|JUILeH-kgH0RX3`l8P=MWR~hnXgl&W9mKTkB7-7zIIm_&|LrvU^0bRs+NQuY|U-Ye;!P0>v z>-=|9i^d$ZYKt1O;$=!&rwq|EdGg34K3lE?LnAACFyXLs*de9)i1{;|{COTl)jF3d zfP@>uEs9&na4pj{jG|)o)3hEuuK067nlD0DDDWSdW78Mo0=q4S*#R+>bt&n!z9AvX zW`%T*v9LuLLzdHdcd6f{B+^i?Di1{=Dl(z$XNGiFJ_fN$64g_GhoYGR&J@H(fz@3h z!n^$%yq6IG6v|s3aS-T4h}-2~UHtjO8_|MM?nIbPA&K0gXhl-Ltz^{Ya^wUI1w-uI z1c6`CF3gHe)KY)d@YdxY5#@(KQ2$cZHexJ23mqO!%N|u8ZG+-EZI>x_g*;s`FXrTG z!(J)a>yeUdob)q~@cChwhJx|6njte8n*E00eG9h=itF}vwCC4@1_Gh7{BlU?}#P&IA zewIeZTBI}hIVo|8$1Tj;#@RgSsH)1aVnAl%QR)HkI2~NH@aKbJZ%KipE_K;PI(toy z6g0lT$1+nV@AsnKk43>}<&sbMC0yK%l^8l_4qA*8{*3G+53Ic#7RIxq&Hgm#^$}v$ z%lPF{)PlC_)L9Cv=3BuY6yW~Z@v0qM*tA#W$$?||(RheNqO&y-&$xth%cLVV_wEO# zgJCXduM*pw_$#T22{OK$_gp`^Y>L8+lwCX^RNq&);TQbmv>>gR$9Zwppxqx=_-%%6 z)e~RnMCMP%%%HXl+zY^>u-|-9w3DDA+?O9~*n(Ceit|K&D}Cu3Zo#60B8W919}U*b z=b<`lC$kp{X&>z5heD^xlYa+LsqdnP5KGnh1wB5l;+U!gO0Y8y+5y0k1;-KwHbx>% z~kEsECVYSU!#Amz2uQ3v`-At|DJlFP60TJljnC2NMWYyT_4BRO3%%|s#;$YqJ}kXQGutyZ1TjaoA0VHEc@Vpx;N9W`mIEH*z{}17PR4eCg`0S&HnYK_iIh&dr5IE@VDqYX55{OtsEH@nfl>wXmGzJv)9VQ z+N3Z7`D4jUf3%#ZGd@o}UUx!5nhXL5eS~Q_{P=73;OP@6QeI(5{SvQ3dN~omZkmsF zrYxh3zCUTi8Hva}xp1J^F%d{_cne*(RuP1{&T`q- zc(e5Km=^79s4uTc-{R{LH(L7bZBaUiO_h@E6^DT?!%o0xfWyi<90Ghm0a#}V^aP3a zMw-UxoZ+PGJ!Ag;Wd`50!%-a^JrL%1rs{;sT_u4gP3*ZL@XHfp-3TM94I};7;4c{Y zlU~ocV;I-{-X7pEbjQv{WG&|kza2rdi!2;DzuMGGH^~FNJJ{u`2^?_8!mw>oGe&GR z6YBAYkgd`*4W>WGTC=OV;zwiIe>V{{1U$|64hNLk86Th=Nv6(h+~?rP>3;5Y1HTwc z5}SjA?~dMyV=J(nVk4)X_h-#rr;9ffVtH!4g_5-{1)W9JE?nC|T-d@)(O4HYjUNts z3VJUwO1>wKranN<(*AYb^L<Pay2giDnuCc+!2JYP(5S$L2K~h=5cp>f+X}+$S?0KCQlf|^%bcbM z| z7TX3R)9x1+6CTs1K^Lr`B&VXX;(v)(GQZ1S;*W#{%A8->Hx^wDK|g$!`VOD0n$!Uv z9Vw$pDP7+nbYT7(Tz4A969@9{dz>N<``NG;4V(X2iK&*&d%!syp>v!dXOc0EKzR~& zbJ5WpR=SmCzf?*W9lSyu8yCAO;sSAg=)ewB zRF-C1bI=%XGFT{Wa2COqk>I1m1X=OeWiHamB8n)91IY*`;Q3Q2(#Lfp^u0f$K?Jhs z&?4b5@6+V(`j?*7$8EKSPP*nPHZjF$Xsa&@Y#ybR+(N(1C7prW{`9OPksoB&XUAL2 z@D;F`@~OycmBOT*8(0sJq85smJZfpZprhIi$LgMKvzz0R-6;%c$~B18FH43LDuggo zBZikuM<7lesmvBduR->nk%7PsVJ_$)7`i7BE|?rkl}ycmbE}9x4CY!-KYfE9Fibgg z+%Av~x3#30vDpp08!cD~jp6ZWzQ|0BASp6ybIaA#K*T9=OvRdZspQNrY@ZwFs{Qpq zG6PXMR+=lNtApIM-vzsFy?;ke)Bu8y8*PvlLO zfYy-k*_I`@-eh#+ca**pkuvACi!7$I6mwZAdW$INCU9&A^>qn(+iAg;$7M20tXwkG z0n$u#A}BB8UB_mafz`rZKJa%&m9UpUW*FpEU~35W9-M1QfNkd%2uW`kFZT{&yPI{1 z7b+AqAZE8?>$tMVOuM9HIEhlc>=&uJ1#v_DWHy!yd5n#A&QyeW??qHg5SKc)5B~Mm zmd8H7pwXLl6Rm9Y?46+8vlg;>%7ywcqo_7atBWEp@)^6kL}y>?E-0zn;@YoZZEbwM z7}f{#Ced=I8a~hsxLv3Y4=l!&sBbx3n5{Cg7 z6_98j2z`d)_^D!%8{-Hfosp*1rB-IozMC2&yEEL7q3hET2!A?5O!YXrX$gFDUR)Ld z)|HtkY*6ZsOYErOk=Vh}y=l^HbCzNYCj_7QzD;CZ$F=Ig-`HX`;Ew7ytbtLp zCVt^gA5``OB_%9t6Z|Fofm-*FezFGBLL?iC=XnY2Gu$Mrx?4GWJcx-gM%bZvdD(tt z>sh&a(0_M>t;qMa{!TzAABl(0?r|O=Mrr`rcqu3r=32!IO>Qx2;~Fs0BNj`XS%^?T*>_sR3KI67xMrrrFX?nz~I-Rph`BjJM~)C2VzyU)$FC60{k#Xpe)kdZv$|KP0rlk zjZcum@}cE*Nep3ps3NtS7IMqD<#0>=Q2VJZVg7MdYVQ=*8qSS}OV6zZU1|!Ht%m;2 zO2XAgQ`aJ!wuiFFf?(`K@iM~I*33+Y&Crmpef(=EXSy5?})7hQwu4Utra)&X@#7i!}k4LM_1*6NQhBiIN z8y5c<%Bc-y1#3M+#yz=>dK0HC`a;^i(|;UI){01d-PwikIy%+jO}TM zUxYfd2xD34jxnR`vGb{ax;&Hiq;Sh&F-x+MrumQ<)4OJH%ujvXIOjeJStf9n>j~)L zbJe=B;tqnj#H7HMvMnS`#jAyX+<;PNX4(fWHxi{mAjQX@#u+}~w2~X&|D=dk#(5q4 zfu#a@VaX+>jJecXlvpmG zf$vVpY?HeeuRrh2U&Lyaq?~lsU)9R><8UGA_tqEXm4FB~!XhXyI7i6ijx$a!&JkWG zh^t!e1b@3fGv>%jkl0_7%smADdwe#bh%SCH*mJMl4`KJYpQdF2ix7{DujcBAs)}qo z3kG=QL+TXFSLoc(lqTn>FM`UUffm6dmwR=S?IpUAU9Jo#dSeaLb=g6|aQb}@Zg{#m zrOx?K@9#wA61bk5H4!+yx$yH@B=cPfs#b6cs>P~XWVw*s=xx|TV<9xUh&)VqQZ3w0WYB!NGwL=Pvk-j-{C zJAq+YcHaz8nK}=EB(xN**v`67`Lv$i3OF%zdd0+J-LOafFe}R1YqW5 z%-IPtA}|Lz?@i`p(&ofR7xk(u1l}Z&q6zdc2#Oh5vU&?~EZ)giR>YX8$@#t}HEj%T zo=%+!)%Ur$e$uoTwQhCCF0YK57gMmvpi|%V7LmWxJ2$Jt^DF3geo8EE;KW-mDys{_3(XXLA9XwJ;@DNn{T7!=v_1r+{wA0IlD z*}r-(+x=1v5CV)vsRu1WtWlzu9rcyC#`)aWbm|~IU@w`;ydG3a!BD`m;f-zj$GfkF z#zfa#wcW1*bW$mHk{gIW`$VkMFoz#!eSu2bq`Xg=j_AAFRfPJo7CG4DI$5U-PSZiv z-Z_&;F;^7ggpRoNE)-5XubUS)cK)s@&Yoo-<;M-par#lVw&#&T-kftViA|HpDkIw< zFUet-i*TMRV(yZY5)w=$>&K6FG>+{dV1L+C@JzQ39e9#_d7pFAhT=uW!n>-mpIQD( z#!r6BG&rUmM@WdM-V|ui=3#uIOS}1X` z5b>OFh1C55q43&txJ3^UsXom`)7 z6HB)0MMgQ~5mxl?Z-KCfd?BCidRAb?J9V zUIuQrN-`$@mKWE<$J#xggxfW2ODiX1V72VaYGOMTimElEyd2{QFMVkFR7{NtETItj z&(wsNX<4RWA_>ikinj(sP1N!Lfh>8GzT30{e^6ms%>k7$H`7`rXs#g0b@*qD3o3+1 zbY$=lojeMk8EEE_54b_)@dH`zl)dg={u%6k1L>1F${8sG?)FSq0?CbwV3;SivO)Mf z5X!Rx2|0qh_0ZOLk+v;p|1+UH?CU2Guwzk&@CP}EkSsDW>Zlb!v^#GfyCC6imz_}Y1<+40%b)_TmKaI^c4KyAQGgm62kKg zYD-TRS5fcVKDY?>Pn4f};y&0GnRGKN)cX^iBEV&jJ);5DBd8@8$#pbnG8YW2boy0} zIO&0|f!y@HJwRh9JGpAWHm3Vg!tfoR0Pd3PAViXGbi8`zGmtUUcYA{%EmnPV((VRF z4tj!-dFL6{{Mg0sJ_1{IyKRXjxsllJm0I+{9AZxC3(fH=^+;4$(3mb?Z`axNRVn$` z{AivSX8G~H4dG@^oo=|O#$3;_x%+oR6L_e1P}SM}n(6cp6f@?7B>v&pa4M+Rw%a?w z5?M^|I}4coxnbbU0%OH7ggl4Tv-*hy?kns%zmmY|bApua+vELx{qe0*@I7fcDFuGL zr)yZXttQqnEU_pG?{>StI9*KPrl~ehUkP{MUSv>7pdF|W`Q7{e{rDEf5lbSsN?V)h-=JS=njLa^A2#VM(fd z&=lj(9lgu*UCv|;#M}XH+9&~s&7D{=N^$$H*2O#Usp?x8tHR--zE80nb4UTA}3{AeK`204Nfyv=uRSNVl4;Zht!>Avx8|BV)mn&BV(IXZkc zR@VO?{2VPbK*7<-N*SN|f0lyr0r&v|03m=dKm;HP5Ccd6Bmq(Y8GtN69-shF1SkPi z0BQg|fIdLqUeCb7$kEcs*zw=T_GTugjsOFIfsLh&_4lKdl^(zlU<5F-Hq>)41sK^m z=~)7d0mlD!m;wHAI2!?szn`;lvIm#|OaZ2Dwx&kb05gC&zye?iumV^EYydXaMgUuY zt)9J+^*_$`kI_HRWou+_W@8AjwRCa-*a7UEY#faY^)3Ig>fa~-T=vOD?-j$lE!uP-X!wt{;cO(%>f8X_WM;S`9)oEZ--5zIQ11|saBD>31zcDN$6iyDP^?2i4_a7S;bj2= z(=DHZ?bf46;r4Mz7!MB*7{3i!e#nA(FYO;aSmDm#k@)10b1=I=@8;+;AnknKETn=H zP^qi}ay}D7kRlB%7*IcG!7&zafkpIyId|X@iGA6yXqOg#+;0$E^Gvb(V1xR0SAzpV z`F&#|>UwwtW^iC!!US>rh?d0wol%)b;(yBl1EO8uNg=`r=GWcr)z&44 zwG6R))?&qwRbT||N&Wo1gg1%_Y|EG9CnrBw3F+&e)1^^EyUdBSbqMI0CEwL~DCLbq z^q8o8gZ{!Tr^4QWd-|$(4(!9h_G#SSKB2LM4smzoXH@!p>`4v%GH~$E`2mH5ghXM6 z2y_F4&;2;n*Bzhn+$P{1&^?*@3i7dmbm>b}1SX2VfaL!|@F?Qfi4TN%0tI#dwbjGp zGJub`4b&(C;*3Z}p83qPLT4Phm(68-D_Vk}OW{v|3yJvh@bWZ<*-s4tihcNo_q5fI zw!|_!uc&bNwQ=1|Ktd9Tuniz5g@Ozh4+X+UqCnz>u7`X#`3XXMe?=+yiBb;bA_z3+ z6F#^;*A4yn>ha3y0~3J$Y(m2Y8eEI$d&C3Uj2wqpJM8KA*=_d8vHvx6siXFZ2l{p8 zzQCzhvqe4)c>dz;wU$l2+F}i^{$mRJ3*(EJ;jMI z-Ch9xqDZ!xb;`}8RpUvwVkht97NZR1E=5LZSk8#rQ5j41qED~9 zRWu&wzbKS#!hajNfIF8$#FP?Noi90}mN;#M#m1_Ny=X-dM#ZWt%OM37UKgMn%-qce zL!Gz>#x_1xjibI2o;5G;q-9Syl3~-U*)XX@Q!BvZCV*mO>ilZ>wqE8fvS5d@xdLv6 z$kNxz+rfs0{7-VW9fjY40+g|z7}dEvywclP(82=-Lqcql$|l;n9cymVS;^4h*2ooN zU)EiPhYjurS)_8{2FI&wF{s`K;m$y|tX`_0nCdcC2q9P>cCn1E?AI=)k<0cJ1~nWD z8Vgq+SbxVY^ER_lo<3s2$LGN6+Kk0jg+4PH)>^4<8c@>xhd3_q4nM$4C@5D0w#;<_j1%=4^$+I#{2#6!VHnUrzw}MU6jpfjKQ6r?;8T- z7fz;jcQJgMQdoHEhr{H**v<07P8XP+9x`1cYYmirMPHz_*Dt``R!G6L%KZFsNID1Y zAAa8T3!;&){PYKf@QxVRo{Y4chcLKfL*tbAYa?P8Ce4-HetiBI?N!!X#C(4{>Vfwr zj3Z=lYX9aVii0OqAM$*js&D1U*v>@Eh{tX3X0&yrKE6Yt5MrY!&V_;tqV!?D%Dc(> zVjucG*m+TuEV-uQ3&S>i}_L&Y=7s~XT7kRyAvLGF;bnB5l6Xxu*a zO~XKV#TL%bB=iSF_}kx(E;Z{HTYjxgd$oO$O)8z%OAR->b*yh(bCl5vqvsgy8$e8>{$nnW<{{5P`7M|(}vzFu;D zg#}>`%9Cj(SKji{7@A$X540FNydByfl&n-@bt+^s4K3tqG|XA4{a)hI)h6bNjFi0a zzIiG7=uFLdWK$jYhhCGcfHYDOLW8R=m@~cTtPRh@ufc?z0Al9#E?*m|rUE=d9*gFt z<$&+4p54%_xOuYV=h$ckBPRAQMaM0KA1V6m}2 z`O6UE=zeOW`~*g<&#Q&hbVJgQz`El=Xj_1}k?E{D(rr}a%V^(VkW)%V7R?&rMc_~1 z0UNx{H#Qgo6-Qx{1R(u7J+Vgi@ zub4VV5wEvk&cH!0WvaDYjL|lJ{`HHq<%N{FeO1K&rRvs>=e5fux)_proc;Munx-9v zl5LB0A04nIde2DGHmai4WM`muI6?jJ{dd(^dSS1*!hfJz`Smj01n#!oAq=n8aHe9e zn`5ro47k(FX!jDW8reGGkKo3NSPyavn~42(|IK?fj7#fnntN>R zzSj^J@njl}K>;3qR|C1emsGqqt?3`6D$RzOue2cZ@+{FrZj9>o-k(m?JEij04nx#m zMsde;V7q)Cb$m14&Z?0vPw#nT~hxGc>4mX?JXoX(;#A-MN{ zmX`#KFejwB7_w9ygD&OWN?*|EZ61ta(af-GGMouX$?%FkAU~{+$540~ZhIeDms@yS zn!lcDSQpP5QWCJ}&IXMs(|gprw9d!Qf9sKFw|vzlx^R(BhDn@}4AV%^F$s+bcK66n zXGYXA!TlAPX-Xd+0n)kpxuu!yMykV4*ns-;Wqw)iibAQaI|K|xj)Wzee>xuI5(<0h zo1HLPv{7mw8{@T+B*sV*{fEIVRn%F7{ce?0cKw&WE6kELRpE7FpZ{pXom0d$mCze_ z7ZPQ~-|!3N-HAH)z0bzy-@AV~003JO_;HmrN6Iymebq_gKQuFT-3eK(Hnb z5(FEmvQ(-vlI;F6c<@uUOs4fkte)`vtWY=qV=hqwW27vD;A=gsgm&So?Y#%M-joQi zb%PPp%(~UB(_SGODkPQG6St+0tv6Tc_JqFCEg1D@6SX>3apcf9bt8-S4FBmsL1kK- zWXs(7bFS1`FPDt)ki;=8%G9J8K^l^4mt1!06u@ zv|n`s%3|4j(U)VEP|qStD&tzarg5dgVd~tj`E%RVb0iO~acXTJp>Y~ih6GQph8LMQ zjI8kez3F72H9A+R*DqKI4`0WvVBe&xP*c6E;{ zEggjtp%^Re?Y498kkqx2oH~ltwSL;YVp#Hwix92w-ln}lp`@^;!RK3 zGXDGM^+R1Wp#@fkSg(5#J)tk;8;|Z$$>ioFG0lE|dXN(8q;tQyO0cqD^=kSiO*I!M(Y1&UBvuM)kiJ4iAx3tRSv{S%!vhklrHEeAdPt)%od7>j44g>Tiy=HwV{ zN7lpKZF4IKE`Fo4z%VD`rM!xPWqO0s>JxPkf|Qz$n)O80jiV4KM^ z%2zG9!qpoB;Oc_IKR`P6o(C5)B8Cj-^9VlpMMgh+HN|Mg?i_PFleDTiU5?=!Gw_m> zA3VH8dopmqYy)HJxTZULzYF#2q`o*qn8?qrJf-J{w?@`n&g()gh$i`_w-{!p1^i$-6j zp5r2ujwb1{h^_(||C+9bW-Ghdd;FaykDZ_#;#|~}okgLVSEO0%A2X=ci1~yXxP@_+ z0^g5ku2$RnKwok3`VyeMv`sg}^Kk|Z@Q6Zy0EnOQd$^F20HqX@;BD?!N-`-y+=oBe zZP?aYnJEK`RT0ZPQ)TV+Oj=c{8@-!ZqpW4ZW1=F^s0>ZXi!*PD|3vJCbibZh%jLZj zsWQAoM9Xj1u&Px7RYPjYw}Ja7G(~Hc=WEIv81OFw%i|3EISZaKQamcrrZM15=_9hd zrQ4feJrNM)`_j9p$5TS;%UWE0xB61zbLg4iTci z7n{?AFx`no!?p+}S8aXZ1#umBr&_BL=_P_XzzuH}Z8!?*xYd@^fD9}CG6I;kC3!d#sUVfP=s`T>d z3MfFoQiZy=dL?ESGmKazMsFu$XL?K6qhAMY_dE}ipZdQA5o;RfpIlQ^OE~iQzScSdO9u!bw`bN6*fv58F{U0JZ(8S%?TT! zJx>qT##6>cYg{r@DJk935M!dBej7#G-KESU9|U@nra1s`KI|VtDyUQb;C!p^?JSLU zR`nj_`<-z!6c=UM(d1I_cc3({;;?Tya=o1l2bKl@l*Dg7%Rx|&VQrf(%cNg3@pe@2 z!~a;LtvqFg{~2xi&d)j30BCede5ejt1pa3=lQuKSrLaYik(AI~aOS{=Qh7}ErtrN! z)qxI!5FkAKsn$!y0H8TDRW;M9e4w!E=rMV}@@D+m(aEcmRNoWfaULDTovHHf^3#cU z;BL-ynnfe326Ar&W$r0T&IxMgod^_yrZ97IqjOy0XdVkkG^P<_)X{f?+DCDRdRzM8h0?tZhPx-a%NPUc*K2vU8^ z&P|sPCUND!rsadU8H?m6GY!t-xy5W18thQji0tqYQc`Y|rh&`Ijqd47KUF)?nyK0D ztzf_r*@%X-*5j1lOToy=kKaJJ{3Q%(Qulii>Um{Ds>w=-kr_AXj^|?HJWe0CF;@Z> zVte3s|b3Fm%M>nYv9dl z5i}cFtdOmf;HP!)z2 zzYL5T_L{6IeI}2Y9I3IYUtR{;N8yqszIH;{Uq&}7{cIUr4T&(KjUrrr7`y|AT8u!x z)Ij%!GPgc4`L%>L>yf=7$^IUK$6?~@&q1vppMB@JRa($-KPG(EOt&8AcETPnBa%&m z8=13Z!O{YsKJvZQ>gEwl(wXGZwafUk3~%AB(7 z;PVBrx#E`A*Yxe{oP2mBnh17eUXx@zz+SfOzZUvnmpE$WKJT_V~&3e$`(^kdqc46=ai zse}YbB$){F~7jw*x{%rS*A zjm<#viXG3eXsG_?xAEs=+P8EKqwOvkx?25plt&jrLJtvxRapY0Y)~VaDtQRa*hYF^ zawXSAfOL4NyyUQH{jsv~ZNT(DjzD4UP@VSwJxeD*!r)uw?sBIgF~rT&?($T^Y}wS6 zyy*dhFy$z53=_Uti}_SvR1`sRtMyWVlzQWBctpt|OLV_6DEMU$_a&PupJoh4s7@)U z@F&W>AoRJ7|Bpqo85Dw7+P&zI^xSn%U;gp``g*Pkw%oXR{x8J`HguAQ=TV zk?^UeuX8pe8jZ=@g<_ezb$=rgXeEiiY*9rnw7R4YH?CibR6K79(c zICW4GbH~k4+T^|`ZyvQIr6&n!c9LN>W}Qq`kB*{1l}VE&(2|Yvb}O{)`jAR;x47wel@(80bEAAmqYWN3Z^OL2Tg@RBHB5XSYaAN+(s1auSxb`n7hb8&KLQp0s)8F~qeu?*z?D-0}i$g)XySqdCYRUpb7JPtMbNiCP zUI5Yh=H-YYkb_=Z82ZAGfW4Y9{vdSrjRS#wNa;t^3wZ=3$OVe*{RJM}Czp!o!U`G= zs#^vEyVwZSRwetaqg&Yxk%~y8{UjugA z_TeGClFDm9Z))gg?TWxGkQ_cD`Hv0+-?kq)+PV{M{3&zurBykg9+< zCNN}qQgKl4MD`Wh6MNmx>IR=byO80 z@hND2AfhJ$J%4aS;X*zZ!)^2Ap4xJN^4?Zk)2-dR4CDHc_dJN;t^4{M&GG4m!hqR+ z^gF=hkRwL6LVozvf4Gc%MeTRjz4N$zZsC-+aBzG*I(&dV^StAur`A8=fd;o+nnpr4 zAYoASd||y}yr$SU<|3xHkNbEm&f-U6?C(5IeXWRMh=U!11s(U!=!SGZ-==)b0t(ss zw`I9Np&!pyfVa_sfxpH>z9HpMckjGBuP8Ep!+EkfkJ~o_{7NjQlJC2 zVycR$+f;$GM4+b+8ACvPKUjgIpnm8M-GM9<#0qv#De`0Bn_iC#-d8v1x_rl!Ra+u4 zr7usf&560P0P<8*ciSUozb=Fl-r7mz4I4wA;N?4}!%N+0J% zx*!yVClYfRl(0ByuKd&W9?Zu^v++NlN#v+Oq6*h*^J=EE7ahD8^btBC_-0lR!pMTE zWzRboOo;30hMA5ceK_r2Bs-K0JI^gHl~Bw#B<*3gfk$`c`)1Bkf1#5%4QISJT5!+KM4z6yt_Cm>xsnnX*KFAH7ghs!;@D< z0@ykMRS}Pm}je#P8azcAd{eOZY}$7B#|c-(V=ELY!CcNCTh}2Dt^l`X`*s$Or2f%gH)bW(I3341t&s3`DnHhjFh=} zM67R}lAYZ1`*!I@Ao=z13~VLVs|o+Y>mK}*K+c)c$hXl}Bw?O+>ux66Y4i-{2ooZi z`6c2+;s;W7yz9;rG0QMd9`!7hVWjoRfl>VyVAW=)G_zoJV?Rdr=ye^iEvM1Sa%*4P zo7K^{7T~SEeOneNAV`ov$u=Dn96yzK^5#3Fm}ED$c3sTu1jVWk=VH;!5U;M(V3(>b zw2vW_K;n$s;zq??twWa_MjnKPX=X~V+V#Ah#@UfSikxvXY2nf2MHyiQ zUd>D*tw+d+i1qTj9wvCaXTNe_*Q>TK$UQa6I*|OJR5v+*js79dTvPT zPdD$690Xv(ZAfGjhI#P=xXqm5NQfWT&UG?ax>?w8Htv*RMhff{gUNt*TG0O@Sn;hwpX{CQGKno$j{8Z@bOk2%t zS)i)F9@>aabLt1tWSbh&Yl7IU(+yU7<2@OiGeG8)JY* z@A!lxYh@bJZByPjl;?7$;Ut0tGI6$x!4mE5VB{6b@<6f}5P-Gp=n470 zlR}P=4Rp}k|NGY5{4`PvK%x8rV;$C~kf!O`k6y?}g2M)ruT!IXIeUico-7iyCdbwF zh+>HO+o{WQk9F`q{C$aqbO--oF19X~_4^V|&B)T>f~=Y~<{HniMX{Oy$}Kfj@ft<# zn|pqHyTF)cEo2_LD{y~Npt4xBVw@q;Uq(h6(w1G&{ukEm=n?3TJzxnd<>3Ej6JC|inFO)quqd!SK49wm@MZ` z@yWa_&Q8GXPU=Xe&z1Cd*xT9$D9(HnOITLYRP7e`)mDGhHp8s0ThUQLC5qyTq|g{} z$))$OaDft!Yq8=)zPNbx5W6Y9<^CQ45pBd>G;ruG&RHLN{o5>;!-vH~G9GH-g!*!~ zti298wKP=c;h}V}4+Bl&R9otY`%`ESz6s4()EB51*(6xFtqya}4FT;DtU>+N->OjM zH7Ci-f~y*Tof+|WR|%A!v(FA?s^C?JdhbiaxW8kc#S8ZfD0;ys;PF3dS0BMMJf!!) zx43B@M&QJ2u^Uh6Mh1#Id0gvGtedk-?e`p*5jMAb?5x#a0wKG@&gPJ`;+#xNy0N~6 zGp=Y#Z)vP|%C5)64={5$nX==8$+A)b;Vg*}I4O55hONU9zr?)D*5sW#^Ub|g-_*>{U0u!U{?U8wXFZw|9s$E1 zZX$IPBuu1k_UJt;9>?Tn;MICaQ9M2?*)O7)mBtN6lSB$Gh8Jnr)UBbOsMIw+LLv8} zUeb^}!fV8*_XpN^5u1sO_m*x{9Eqa}MNJvLRHA^73nj{MBBf?G+?M@gvpMaZ0Ws9y*vD{5dcIeOZJb>Qan)vc7Hw}?GbL==&04=3bupx!Rb+LXTzqH^L~VXt5> z@oKY|+!@f3pOfmM;8q`pjQ2etOsMP}gs80ODaQg1h%aO|8KZ9Z%(!gBjF za5A?+`%GH3n2c~CtXm;rplOF)dyp6S`fW{950>Wzr~jPf^S_G@nLIRhp!8BovjvIt z;P@=(?WrCCuk>aArk<*X5aA?{TFY7v)~&pe%via}C961Y#3LNf!ey<{w0QPSnOV#w zBeR6UCi*cRT;elXi<(JixzgQX2yLg%Po{bxcSM!vut2#D8xvn@8MMpTrCc|>lg5ZJ zmjE2-ZCq|0Z)`a0O-1$O!D^8$SJ<8MFn%4Cs~w1L3GceggHtI#s-p%MYz5;(H?+O> z)wH5g#n=X(h~MgV513382zo6MD28>cMKo6~Y-(v#T;t|*rj4xZ)H)~NrDn!>+XTw1 zQWY5Y&^_)1UB_!~jyEP@B8qE*CqiftF`0~Oph>AljB5=eg*s1SE@~ZDvokOMqvndW z?&q7l|254>56iL%jaTT!^1W(RcP7*NIBIQdZ+DpD9y)946Sf(nR0QkwW1C?Z;jc-u zuXBCQgpO#ILI-E8%?DzGT8(vfGh7WvAmCA1LvQ}57>miUq+M*Mr+V)@XpLXnlaKCj*ZaODfY5AkR#`$%UZJi1Lvuv9mJEh#Vm>`F^en-$p z*8UopP)N?EWNAd(_{NZHAD5C1NDRGb$Trj2-7Eid(aU1FBJy`jlpp?re6N!ZORwgbHFN!M!F$@u8m@pR^u7fIA$;5F(X^;c{P6WCu)mLk#P_PPiz;0H z%AB4m2Y*iHtDesZWedaF%@mhY?6OK;2{;+WAayM$7M$EMv2$t;Q*ff??X}O4J|jMQ z(!!tEEg#gMWD)?Ma?BQV`$n(03x{7;Rwl>XFV&&P+Y=1;kTxlg(nXmI!v-|_WM619 zislnR<)>AkrER^z3p;Sc=oMMo3$YPAG;t_%O$8{mthbP*TkxxEY$_WA@I3Ca)7=O^ zS87-@p_bi1t_#~YTQ!O= zQnUQ-Zj@4zp^12ticJE~`i-|qb5>7e>C@_OZ}iZ$Ab1S;n3GWxG1d?MTy&_7It)-O zgG?d;Cixs5s@=6`pg_R=_IArVu6|X4-B8nH`niI**KihZfRnBb>&g|*5z%?RmbdA) zP|+15YN3@+F>?J7&6w(@E|_~(V&x98S$W3M`%4KO1Fne;6$sICi%x~#McVuJIVKg%X#(&&DJc#^lElvTk*QXno&jGk}i>NGM!q7Ox; zuLLKK!7vIj7g0g$M0>7i_u3H7<7q$IxfF2FV1DLybJvkgwhm0;Pp=V;Z(79)!1Tk| za()rk6ctZ@pjaRqT?RN`dH+4z@CYYovV>v9AaBptXf2*8mD!i7hb3V@1|o0`Pz0BIk&qpLUM-ydLBKC7OEd-4+Uzhl#>w)!njt$3 z@AC6>6Fd}ixs{cv=BuW;B!XqgD$gFK6oN=F+uny!$9bF!b^A1{e627WW)wZ$&l}HL zVsa0g(3xH$T4m*cs=MR>Uv4tg$_adQR=tyOY7-8l$4`U3vRI0)8I5Ql9xNPnD2N)3 zlX()#qc_bMlyKeDsUY|yYZlqZW13f{CLYwOu26Ih<%=fSa&aD^%uy}P!bVywrPrIH zuD7?1%tG|#jTY91QJspt`E#S4li2fz!(6&T-N`E+@b_)78fu9j?Is*|$#3K+ynGan zUP`zudMDo0nY-09e1U4krw740|x5~&GAHdpm3YdoQ0Yi z^AT*1Y&9`m`BK+6$!#xZ_sH4aVr-re`b6W)q|eoj3F)K3D?1-&bw@w>o*}{^%(|(o#sQ6)YpYRM-W{B*$H;$v<+dr)=2{CJJ3wtB)bqUW zZ@rURQ+`b%uSZr~_CfmJ09?q%9V43zNRpV?H{(p*qX5jBb2NwNk(J-eLm@a@VZT{j zqaS0628Zi8WRU9k)|UlPSo!UHG)OyB3sW(<_vET=D~Z?)k8R$Raf{H8{D2W(aIik; zRXIGmcWLgL!X_Ej7)jW}&V*hV7!~bhFyWr5CA}7ba^BzY;0W`DXfm72%Vn-* z|0~_0F3Y9((|iD@_t=~~Q>8<+iQCo6Hsy@#Yjay@P-1wWeoFO`kSPLIqC3<&7w%RR zLGoc&^8BGM>8G*o$uQe^InHtFIRY%#0CJpXk`kS3WytnN!ysqKRZ^c?l9GM3j&@AN z#7|E9j8nQW`nTQlmL?J(!ul_%YvTvFvjrj?e2V)wxCPA`YkuHzK!%hBxl z!#t`<0&f{NXG@_Y?|e1w9k#XD#Sv7SHAhAbz64ESdP;Dleaa%HG|Dz)VZ(xbc)sBw z5fpFB@k&#zbZdEr8kxNoDYCg&S?Pevct94rM}A|oA2yaIp+gOH3F{^$4v2^<`+x_LWm1*zm~%_z5zB#F)pEYs3^cQ1E16zi$K_`eeItW3Y}+IKYtOmnyG@B zJQ%Ep%9fiUKY`~138f_)mw{xI{ZogQ>Ja0KOM&n-b>n}BAC-}?pnw)(6dS!1lFfU^ zX=QamWgAGD3sAtig(vm;#F8#Ns%Qc#S5h%fQMdO3e~3HTSdjF$AD;iQHWM!e%07Sp z(Nt+JcYc5c3u-d(uS2R*7vU;Cx397Bg6oQqb7jD(OgCQQD&sMR{TXxgPT@^@i1}ka z;lNC=$Gz-xuqr;!=|F#ha>cY$=NarB{6ofL>t3`8pTv5Og$CJG8_z)msoZ@}W(Q4e z-tZnI!Z1VPdR*bx7Ii8@V5`Aoswz9*7>aM8uZE!xOI;jZgKLlKnfG~eijFzD3zJO8 za?M!)!4c74qi7*=Dl9nTFNJfCPC0{_U3SFX^bnjn_ujaoVK$U#&m|Po;*xexB1KwW z$J0Z1=G$}vfm8tYpiD7;0}PN!Zx7Y4l17{G=Nwa4o?Q2O(bv+i8ey7`HJgx9#Ufq7 zX-*&5CXdkTBhx1V;6r2|N3L;Hz?I2St$FL~O#aOxs-pqQpL$MOF#@g&-b+Nj$1?#W z9Z{fYp4eJf?_3iPdeN|X!4q1NkfW6$U~6{C2zE<0T1R;G2)0S&-&zM&_P^xRM=8-E zwjdk$?rCl!ex=>pdq)qX8^7F$P7=G0+iWuNW&b+M`-q5g;;*wI_=WSKFuGv*1weJ; z@vZtQzLQZ;=vv0`X3C?6_?F&hc<>=2&_$I)Ky^6BA@w-$4TzvxB7A&=I9=q5hb^yb77&Oa z5Q&p+^wVx4@oVw;7)8*c$lp-n$VF0WfW0TT8(uS?-_1RCCe;U zR6#+w>A{yJGC^e@UyA{Nry&C%AtN8YUc$vW1-kS9akckP!5ROx7cvde5(o%`pid5R z_#TUZoiI(F)XC1*+uF*On~jwKzq?C3H3obWQji7shCnzzl#<$fAB(U3?ec7iUl-Y^1fez&c#4c!n;2+aKiZ>2E1Y8%$^+CAyCk~>iH#-#v z#ndd8^kb_7hhIY$UO%+vM$SjP4tx{Q7Pw!_h|RtE8oe_smV>}D#D~o+d}B8W`5OoVct}_{ zNC04z=;sPACcmiy@@u&cT5s8+Y6xbxadzSCg;N0`gE$3e@j$-Bx#%DO4tM_vJjxC5 zse#}l^Z`PN0$vcv%CrCJEi5z$+t;&l{^rT!1%Sra^u-6bSw7d3Q#B9fz~7KjM(ZGv$AA#+4fvXI{Jy;VR(h=^|E`?< z_7WS?Lqk=@j7hmBti+4-Y#) zuoGaG1q=uq5f`Kv6B;N2;N|j?+c)120FZgd06e4*Kc?*4AN0G=@A1)28vta-?ak#; zfEz!Sdrs$L9RTE}Q(!k|)Q>3`;6t4Jt?8TiUF?^>96bDk^!Hz^j^Wr4(~jD=rNKC_J7>TF}_g zPt1v}YVif1zqKB7rE0z6wT=us0oeFoIVhA!aVQ09>fF%J>wh6nP+Cs@xH;oD1_;*| z3gRxa*fjKKIe$ z)|GF|dpth%N^OB`r@#lSgrQg&h?kQ)6md3yx!R8*y{;u@0zhf1Lg}zvS(B!%%-M%` zf0@pK6R?v0wXjpVep%Zw@>Up&Kn?zo)R;e3!qeUv$VD-;6g0CP_sfYQJTHTJi{QE)-Ow217oXgR^-?u=yW2I5__Jqf?7X4 zs=K#vW%W+w;Q<8w+0auWX_4-3;`x$CF3-xFYH_B9W5)A#|*A@RrAKm!k~nF zo6a${^*htXe6a$%)W`$7sNXi^l!4Td*vP)bIX2lXxM=C)EF)bw0XQKIOm1o{8N>05~E&1&cHMdE~4{U}f;b?#I~I7b$2AJrH(X zs5Sty+x5nnj9Igw@E{lDCQhtpo!DQU@Az3N~UmWOkyf=Un?c;k{rWa3;Ndv zg!5|AMVUaE=>w8~k++fAP0VfOy@SUBr~^Sb^>|yR>DTF_Q}TT5#IqA;!cm>9UtMvn z*#JhepP~ksRf54OSK!&NB1!1ffQH2AZsz(*@St)Ko_o4B3;Rbg}G^QdW3#`4W@Ki21qk-yzcJ`Gq{ zi&^2qvfJmit3){s*zgq!+O<^VM^_j;W6$vFd|V6AO~@O{H9-bu4>{Zqf69vosIo6n^o|da6n3=lSbaQ$L6i=`_v23Hvr{8v#G}=-r7q+ve$>VdjiCMlBGRO?wy9-K| z6WWiov_xqiqrSdq=zM~sf*G^Cc|^>BF!wk#uyXnlD{j3LaMc_uK)l3OQnJ>HYgklW zoMN60X+_!t*UBn#slZ>PjddG#n)&y7WNJsFM%YmCfw-vSLJuQ=lac@ zo6IMPIE=)ChPcY8W*e?dQ*r&Aw0AIg8|nAZ#FAccKcX}ijr5(B#qt_;o820)tp`JgMhN=T z1R(33x{PTfdUkwfQr!mwzmT!hR1mu|V8Lr-Ij9ZUekQJPy}dZv!va*K>Kk-ReM*>w zOQ+=LI^>x+AVMAS4Y9t*gM76$^n9EMz3!9}RzrX8Mm@8-$0iq3J&N1Un82Dt#I-_5 zsC!3NTdm=A#Q4h=E@TBUTfh1*F10LMtzz&K20gkIv5lFwho%w6Akru#-f`HdRJ;%Q z?Qg$P2JMmB2?@)LGt-!?_OgPyy^-u4Sh$DS^k2BiG#L{IzTSN3l2INype>osp|QT| zcIofT*LpHVI;bHICzBB$s-K5t2>x@owkn-Tl-5R#e_uX_55(PbbyRAWPFp6q;R*hJ z)$>$fq@-L*{}e?jkquXFmjJ1KPn?_98w2~Zv|RBf=DZJGrj9wIpxJz_?;Y zyOPV2Nyzx1TSlKvo0ORuu0g-2u3hX)31!c^I-R3FU9P%Sv61yT(HBX8z+791zBd*I zde8b;THjqFmi%>hYfv1G zGdH-Xj=k>ytoKtG87Guf;{(Kbb#tCLel`rvpuY{T6pMtoDbmKnUYg1?kwQWDrl zsaet$_vGz^GK0n7blWU5n=-mr)O6!EQsAwpKlau>3;^sz{Brj{Ka!gJfT$=Cq^{09 zXJ`tbiF^|dpsD+4uo<2$YbC=(?HUssXbVF4NS#W)i?eJ5~5Sl<=-l+!*}D}#p%rJDf`v3;Jw7&8js zEIwZNSX*h{rYzyo#6X+}DGeE6pl=hrwLmE^J6nh5GO)bu_~NlNqHBg?Eqt3L8)s=- z9tC7AlV`=wh8>%^1NbWv#&IUR7`k+}#kP&wltCRL_S8rP z(veHR;Re+GAE4RtX;^@V8E1JN@6>w}t3wBb0DVm6;rMjCVV#f#!8M~dMS0Dt=eaA~ zFN^3!6CD#A+inV&(3K{yRhLT)qWT@_zws%{m`upI&Qw8v=UDMcQTwhKS?XRoF!UGy zG1uGA>K`d?OT1=t0$*QBvzSs2L7OLa8R%Hf? z-rotn*Gn8jhXfmatcc_rcZl%Wj1r%AYF8{zGvydq?Y%w|ZowIHPEmktbd@5tfu(zi zm;a7zg6tBuA1Wb)x#cM<1$p(Vjc*0DN8i)xzyO-~*(np0F%Lid5U&P ze<9eiY+1P|-(T>3R@YvU`^06(hieYI0r=_CE9Mz2*V07T17g3~ENueSZ659~!)l1? zt`>4WBr!=eZ)@}uvo}w-Rq{74eq7Nb;0?R}VZ_cDCQ%2jSZ5(%x*Aj9BH!WT0>7CD z=yQ-0xE)&}r=cEIdSWnJ>kM60_T$AQ=-4H9zd(^=SRNYdAQN$@isq; z0AM~XoSKN(u&CAROT=D_<#PVKFozwAOP3cVQm%?b?9?a2bB%UbZTY#63gd4fxc^()qPMGM3S$k??F>vrFGqNetM8R zj+E;jhG#k38!6dJrY&}Nq{c`urbTJ*^DKF{eQ0g91=hd8b8#4>qvIXFAqK2_8G|>i zE^ahHrRGRxGIl#o_b`n5!@4+J^Pr>&t!!;54zCZPB-3qEZ;l&~1Cc3Siu^Q2Lwy!1YN8`z z@VeL)et`UnExVjzFG@$pbF|^R!pXL;en9OKt{T!Y^acsa8my>!Mkb-~taZ`WOb$VK znk7-X;^e+nlPt!j!g9aB=@4(s5E>p4wCL(Ml#U$ddv^NqS((%$t=Z%aasY9)p!?b3 zUn=%7j3x2l^1TwM+vglkLo8UiCzL#MkfDwEHYX%(e}XhV9*p@6G>LVOGr>Dp+a4W` zD!%V@qIlZf_@=a35Wh9PN{CNCqwa-t;M8jIi|ENIG+!L?eU49yxO|Q>4Ia3|(CJihtJr$Oz-A|)qf$S&UqyPzR4Ao$L>oO;Mt+rXrO~JxMji}P7ecg; zjd#W`mRh+=xO)&m_LPt{ARW!dforPe=ZbH@CD;C_VT-A!(pCI5R*_EG%|l-8QZ3~& z*t^N)Exf&EO_~~#7P3Enatui!ZWTg4)*@$~Py(*@&@MJzXtx`_r3!{XYXQyPg}R_QHXYr_k=WviW`QMK3-K4^BrI9}GZ_;k4AKk_M|v-_l=ruJ zT>R?w5|gj9O9{dv^+GA`)=+N6B(>q-GDOl={}AWlS6MzAI$)6jZf0eA{2J^J{cq^P zy9$(V)$~!DdRTjx6gCT|yKyjpuyo^APrE1^bhqiMNbgLky6~{sjHL3MYcnM>R=53J zuQ1rIo~r-D%so)x4!TQ)3SY`Xv>~9lyG$)Hr*Ufy7%frlLsyJhwsFj&$Ti%mjmo|sq8o?0>p4Ysvi@aE9OCZA05WF5v}2#gWL=nx%CvVNVi@!j0*#y+v|OV`qHNE42M{$ zfwbY{~1~|`n0IyTlYG(Wm4j-DymkaG}j%{376gd1*O}#Df5t8gY$iVOb;-kF)|rv z$h(=5uvKf80Yql77@6#=I0l$Mo%qwDB%ti9H8nGBn0i)r7XWY+kup;XK4u3QAu38k ze$2d|6c%-KQgSU~*mg@j!;W>6k(Nk?Xe3v$ZREG*&OoZtemke-)tI*mr%Ho6;aE=8 zRnUpJ%cIYPQwb7fG_Q^pm5poGvX%9E^l%~yvvN?zJV~%SP3^*T1mQc9dR*~)BUcS$ z8&)T_v-yoTl#!#CK=vc>ORvN!{xS+Hcd8Hlyl%_v}9rz<1Y2+U6X?9rEglH5Ee zC99}O>DAb4`)g547O#AxC(A7|nmmldP>4dtlaMk`rXMZTIBfPD{G4R}9ZV?F=SEAr z@+W7Zirpxgf>PfJif58e00Sm1b)?6}v1Vol6n-L}5vPvNP8e$-IX5^gOToWk$DUtflh>_o-O z%UFhN#;Rr4Hxr-)ogiTQS!Uqr@Or;*sJQb9e)^uC=I+D0RPk8D9zSmlzUIDP1Mbby zs|8yqzTs<3vDI6q=sm`ewWzn0+4^_g`&kbPxB`ht|9g^1LeIl%juHbo zQ%>=Cj%Kyuge~;fOBdV_JDw*un=3WL8(AGMlNq>PofmEts63;DAHoNqwL~87iLWJ( zUaoJf6L0A9ce|{jSmE^gHBix8@+S>3Z*7a)?JuK;kQ=$~!|W2Jza6!(HJwoRY1=9T zcNekKpTwLQ4NKm~G|5|=o*X^M=T{1+6(TR%XlgBZ{ZD)0`l77X`qXG9_O~8!$-K_F zPMO;}eg}>ow<0X}JOQe5zpY8cD{e@hcMORd`ajaL(Y|e!#D+AUN@?CPy3LwO#iGIJ z?+8=#o%k7HtMPKsVZlxvM>P?s@Pb2fi=Q_4+QO|)3+N@+YP2lB8oF?1lTsC8(5Y*=M<>P$qyCkFCdB9|9 zsZ5TAhE_t6@ZwVJEI2qdeRkBGrqjc@ycvZY7+F+J+Gl*ZH>uGbIjlm`SS5JXYQ%p?{xvqs@|8bIVvmWI#bnd3X@A#pe`u z=Cc!RnVZQ075_!y;UVT+RpLfcEM9AW;Bj5Rqx@#n(=KZPI*=IF#vCdOe)!5upXMLj zPWmp}hZxKh*pY+Y!_8G~0_b`_sPlK3@DpnWq!nwCj`f}wU@oDZSW)p zQ|iXQHm=I*s`&JvYf)A<)kfuRUGY)B+;Qi}3-7)<9(;~|j|i%AHAFg?89R1vT`HLQpka(a{;sRMUjx)+WhKp%5;>afVRV$m6e+h@6T(89k^1mP{&nh=Mjz` z&uIypTY_fJ`mqSDN(LWu;}W&axRKVhdw6@94D%nj38pXFI|9}L^Nluce{Tu{VkP7D%;kQNl zRTYY3Q3DOOc!%yC4fztepKk0OY~<%Ti5l6pc?1)U5Q)Ed7WyO47aH+NKpt4<-UV8w zz^b64&uJKBvhDb>b0ygvWzgvPPj^x_P^|3dWeFwny? zF4jq%I&`{hmM2{WaO(+LJy<0BSyvx%jCIAof{cq2X~5tEr!LPKIe&S8(Cgy1(&zQ; z&bpwi&X95YQ7J0t`OwPLr#pwA z#Jt3JS@b|CZxQ=5)jzdb;*!Q~txys0r_S6TV|}FdMV&H4zb409$EFPfWBbOCIn$9U zamfEx|Ecjl*)yqp5v@Y}RO~I;+DyRiDHuwQN-e>YoLj#mUqgQQc4(e(`q`<7J^9+m zj@zr^yaZ9$J>BGMpUBEg2SCOqd_780mZtFwIZ`5EgRqwiQmf- zD?S?=%m3l_Z2t&>|Bc(T{~+`KJGZA{_(AmlBKOQc`>Fpg+Rx0y@bBc_(7^G33Ybm) zOU3*nMgB*`Z02ZU;B4afFYU68h3$_c*~!Aj!rH*`KUn`iX#YQ0Kij`OjsIf(Ol&_V z{okygg@gXTW&Nz|%>VysVV8fz#w|4SgAnrq5lEhhf+s4Tbn^lbc?^&Ul0ZMWUkxxG zt^frvo)Vu>hEtqQQ5XS~g0Nf7j`}$3J@aVSB$U! zEPtWBAR&GowY?k)=F# zPHC(tpvy*f0HGm2qJ#z_g$6waITYB$M`YOWD9}}6VA%Z$UE9Ke}R$!A` z-)`&cGEp4-Fg!|pd_2-eHk`7nfPNf3IaC?^5C^{Y4Of5OG(R#kOn9HicOgh_7cks0 zB^C9>=_%yz4t)XhsBWNM{8{91Cjd;MI*2H6Ah-_}`Wv`K&|5P`1b-~^GylP_KQgnf z>~iE_fP=u(;ut`|LuPG-I}k7ky&SW`TJYvO5&WM7=br=+K;JpA@*u=_*N%RTeyD;4 zzGOlM^i7deD2LI)tH76W(-3(9A-E97!N?$j3O9PfWlU(%GohaR@zb;5?)}%(`TVdZ zMEEFtJKMK)^f2?Np`Zrw)4if7Un*dJ<7eb;lxstv0sRJmy>CiFh6wZ@^{V3caZtx~?1Ary{O^8W`O#C6(@cW^U@INZM z%3G=S+~g0?qjLMUmr*aFng-wlZp7ApEX@FV)QiA?g9aOjUp?PkH#4aG!XOZ0{q}v} z5MIPkH@Ro-7zWQ~(Y@X<^Ux50`^{uO-~Zdk`xqD<9XsaX#V6j|^*bu-lA4OrT<@dV zp5KVF@~keu9svWrytt?!5IG?s4Pa720^r+sV-x|(Yb)%HpJTIvt9jmJuI=r}Lv0Mt z7nJ{XEyqj1ca;lxv>FZ2=rdltRv<|q{YUEPck7~G>Blz8SLOJ()WP>=Tu5i*{Wbme z^~*P6NC$p)_czi_fy>A)Y+mf}I>6($GV~zc!Wq$yxLfLXjOCADm599X;?@ui2@yPC z=zB-J3Tz%4kWF|`AI^{X9-QsngvE>)${=i*(63wTMnnI`Z|LUhH^=Tao_ZIpUnqk6 z`-hXB3knSE_aT!4qy#=nV1OrZpF2nR-u1c~h@Cil|9NXdKtDbTW~dzCp4kKVT0Von z-ZB&zR42Z|)rubZ4qmds6$Z?fK`*HP_LJWEwyP+97Xp3X0|+K5`q2wz)oqz#`jFDe zI>6~M-PBxoO11(Ld(N0y51eNz6N}iU^3}jZ&2#ZD+3qlm^cy3@6?V*r2HPpP9H}MG z2qO7wZTVHC@k^d9n`W_%pu+Ua(4zSQ^fETQUz>Sd@B|?@ye(<$(5aTlTC{qU>~_Pn zT4Pm!I{v}n$`|F-ZK2~FQ&vIsDHqy$_SZDk<$D(Nan5c^HjVjC{p!Xa`I1K13-!-H z#Ju~T7uIsFYGxTLvN^V1!NwXOG|1Vpa9*-{ifqWAh1S`e)PS)Og8^reNy2a?$Fzvt zPQtU(PZnX)pPee$NfhsQ15;vNm@b$XgOb#7N977Q1a04e)zfN?U}{;vErcgGh4|$)Ky;zz!G1(~A2MUvd z*ny>t^`26EB4#2?9~Er*9&Reu$cn3qqQg{}dm`zh%SH>23@ly%vZblAZ5^u4%m}-W zXj<(+I~tEw-V->NxE1BLmZpMT@Q!}9&d1ObJ{`SaZu-tswXhC|)}hE*@6ZM8F+(=k zA{&Hld+t^pt&C73dCDuVWh^$&58hv_^Q*-_UbcD0YK&AJ-@2^ZmyY#B_f(d*b_VrE zIjAq)92bjg7cp#ntcV|MPn&bm=Mtiny=$evB($i#gKM%=Dxt89IZz^)>IuB}5PvySm=h2{cLzDS zXQ7s>oHFp&`WaxH^~cf>0GptdqsI4RXAM=Ex4FvY{z4nE5TXfI zJW8e=yj!4=Cq%rj;LdjG_UQ0JwApI4Tsp^ zz&(<{DP*Xt!#J|^HBjbE0j2Hv9GZ!z&twg5k=+TCrrp8I8!L~sokqZ;8 z(+OMzP9p2|6`&?j5XSMZWQ4uC;&Px5W8DRhwn#V{ zjuzO}kp!D&_pi;Htk0|8wz~PAwZ&aPi;Gl8ny0m?OSL>$e}dNHi4yp+7mmRVjvVnb!Yhb6gI zewc&dxgHp852)fl>y#M5fzP)5fJ$M842xFmfU)|m%9o?&TGkjQ*1SS0&sx10TQoAg z{dGFRW5qJ;$0rK-7guK|wWe`?&~IjyDFM3w$%bk9Bc8%#DE=UtoJ+GWb9y~DhnIkt zNK+j_{N*hg`&6@}GzQQagDQl&gT!kmBcv6VRBtFvn`@GJ^AN@+t%!oh7KpCofhl(# zeeq=7d;h81KyF<-%l0+tR7e<7`GQITty<(Mv*&7t%W_6n8tSggQU5vv&Ib{Pjb*ay z>S+N@T?9zKe2J%6Ue{d~3EyOkjdv@(B4N)(9F1{Js;ZWhlB3_VL%r`pCw$tSC=;1? z6!(|dRDKIUQlZQ4#_E*yK8g8gojfSLrk9b2EezM=yH+v?rPUSfAmd*yUrspPk9u~z zcvEkLNmYfO$6=F5vfZUh+RWxr!6Xs$(MMbLuRSNooMEd3>|;JMylUJsnH0RN-_Y=- zq7~Gwx%2ieGLO?q#}{P` z!Hie=d)FkQ7vC6^j{J5N!OUTeh%|}OgRoK40tsy(5skT{g|CWmOW!p{bf(>h*|^7{#)D+2a=ZizC!DV6*OKX7P*rCu+dHfP!XEKl(_W;OKz`aywGgusHcdsIpfn9JL z4lB#)6}}lo<;YTj8lh@(!v#AOCrr*M$;{Cf1}A~l2EW{|*Ws?bDYZ^(nuUDosROGr z<1X^7e`krRdb30z{qtUVjmM?Cp3yS^d%E?kk}vI0Y)`H9K#yzJ2CA2;vav_TFEUIT zVab1lImAwu%stB}rhm*M1aHH>qn5C2b`G%34b|+PCo;Sy2kg`5R$1s}xI!yBhF#nv z>=QnrWOwn{qvume6T?3V7Y}Hsj%M*hPBvB9jBzv(ZQQvKB(oAcT39FDpI>hQ%@wE( z>&Bjd_z4R4VJ#D@gdV>nj90_S^_+}FZ7LO*HaIJ}qm3Rc33v;!lbMjvP3cDJa#KVi}|{gvAts+EFBq4Oxd>RPo=`($& zZE+OkPY|gpEi=KjM&#uN=BDD}{x1I-La|-<+w%=l+|glb*O7Z5YsI=8Hv_p}ORjbH zZO5ShGFgfgiljz~;0zj+fvtQfkvE2IYahjbl;^dhtC$6!!^>39Rn^>6(SE_t!I)>h zlW)u;2Nma?n?m8s%323G;K}=I@)CyVVMqS}n$NxdO=2B>s|_@uND=G(-RDbk2Idbj zqyR}te(IRgctr6f@(iR&!29h$WHWMY(4uMaU5pqwL}iJKM{T`dZd)(%qGMGqnnkyE zDqXZLtk)>@hUc7lY5O&O`z&^{da@Bp5|*4mBEPiX?N}-QZq@apewwP3qUj$%5LCgp zwt&%sj!gFwYCeEUD9kDO3T7^gs(H79%WwPh^v|o~QQ(m?5-%bkmEW3bNlVg2kH?0& zl3L8W^4Wu7T^jdl!|@G>ubC*rEgq&Xd|mgv2e!Y0YmOXj?!2~}$YWGS>)w1-8>)fx zciz%j3Hf3|LvV&hQN4StYV`Npm%LX~3atZ5dE}33 z2Sk7sHR_HoCQe%{6MJ%jEs`5=Uw*8{bDpYZ_Pwx1o2=pztkO1ddv*_(d8El7!fhxX zPLb2vy0r9hkaD63!{5$X6QHq)>uk}~2*f|FCm#vb+QDjeURBGC9YA4(B8?r5N<}}U z;1R>heRFVkM#jj^tbqrl^(~p}&}P;)U2MyGYVytN5sW;v-lMO4BZ$seD?O7PVmlRK znc;3*!9)w=#CRqUQHsoM7NrSIul9lQ6ZMaC$(QhUp(rJg8%7?v5Ee9mW#J_UKu46b&|sKQxWzeqXuYDXLoD(XA`PNc$}kFt}5W0f$$iMB{b9} zqx>P}Gm$D7-+2cKIc{y2x8PZzZmm?FHX)sAI_)z`@hX&l_F@(Ft}JptaPC z%jcQxu1^fmDgnG`!JP+Eod>-g2+8sPgSB@Gk}V9hG|RSa+qP}nwr$rb+qUhhQ?_l} zcGaBQ9X)+}W^Qyp%*&39z27n-Gyd4$THoRgwR?+IO#!>{gtOJMI#!zrUnL2hDmfvG za+G2@3oSU$p5mZA2sdaRf08AX0*h;hV3e2SSLLm+I7dBj*}l5?Rm?3_76LEUR5K^9 z;_G33R^DRzK18UCZ*QqNDADX%YFCXC7H66fABUaE?WLrL3Adn~YvEh(C=iiH;Q5r& z4SGlUx2=9Uf26`9obC$1{6#B%B?F4<=PX0*)p z^Hn5o~g`RU_3NX2INYY(G1|b-%ilLL75CO2{X?afR$MY8pUVC@yawywekQ8&dY|h6vdLl36jkM>wR-3t{ z>iyE0S&a)o_BG}01`qjpzgIfl-2{7AcJ5f@2oWiRE64jQO-a%5kWvdH`j_Sjqv;RCf2_!>F62m_8y)t`lw( zq>^P^gJ_i8U9|QBR&Ve@=1)%*x4m9+^b?*xzWLz9(@Y|5&}-C^UmU_TH@tfAq*yo( zfOYxnWL)s&HXC)E>cq$55li80h6)-SRo3oK(;Gq(x!q(7oBKDY__CK;hE!1$<0rv__tq^OZF3vjqGJk99Mi{LaIMRDnJif|lXZEEU#HXCiru>&5AN^pW7$c=*+v zpd6qx>Gh;gP6@Tqq*%I0k&edr(czq1QU3J{*3;f*;cp}do^_vDfj=&e{z%oN`7aSy z*7G~w@gybi>TbG<4+&%2oGE#C#^Jqx`)=A!amvN|%yR?|*kh=a~8# zA!{E;J`n{GK50)YYz`B0ODCY*`o1PAP@@!3XTV-~2v;nv*K543*~KHv>-d zV@EEwg7L#eF%(E?60J!|y#%?_x=ydgMH&t}oV;~P*VUwe)%m&-^ZOXZ8B9CuCuw@> z@|D%w^|~yCr%Pu7J9-2BH*i^~p1y%r%OqGf8%R22tcsd~L~K?7 z^K%R`BwNf;_96b?>-=dws(Tl1zLvG^CzP`(18LnQw0nd;BU`BUHW_FBH2rE*Ytd5b=Z^D)LUT+_2i-owG^Xv_kAoT2N`4)^_CZbP8|K&_7kM?wH zJu4ZNiVPii)^f@5*hY3Ihv-}Iwpo=SsYiZZzx}AA?+=M)z?v}hb^ppEMzQPpCMSCS*Gm^HoQ4!MK6NZGz z8wV?6n0g|sxDZ;OvTiNd+5B9nNuz?j5iQa53XSz-kRowLO}H%q-byJ7nN>smh~}Ow zz#su$QnR0-x}C{oQ>_t7uvNF5v-+r^sDy5epnC8XMCuDlgZeU&t_g;p+T2<3SzWnw zSp6d0Og(~~Kvr)DO>fV?{@Tk+k=ax3nlEp2{S2Zp8)VMl8FO%RetrNx9@*X?QVRN0 zB~{>_#WB~b%38OR;})5Lp*1CcJ(`o zPNyL5x7l`mS%S$WU29dwkpMwn}5gO=k?-^OzW=g+HYPe;QY@_Nd%Q zb`BRLWYUr*Zu940;@CsD&rqE6fs=YNr?p#eqR&r_o7vLg_7FT!Gj8=R^SR^|8+aSE zs$aj0y)Xl$UF5Hli2K*_Eq)aOg`=dL2F{-zNbhe~OY9;-^Jm!=jhxP_QgEFk)7-un z>_G@7`o3JAPvh*#s@CO?89U=9d9z!qUC)50F(_)d^HFEgY85>FHsY<_f`9*p*+Twx zC3^=;IidQBgf21B^wqV#D1VAOjdfHPD-B=)t1eA2lGNosg9TSY>(?ukg6}NdS zUyWnsMBS(8OgM6``k}U$%g9^PH518S%AuDmAj=oLa(s|xEWQ;|mikL*%O`Fhb%mcLcELq0i0K>V+$Fc0Qo$?PV;@r8$K36tGdq1Q-F+ESOY2Y*FH!Z* z+lrJ=G=3dyOiz`h<=&YfhoOoO+LO0@UrDV4t}OsRnM?=FHKVxqdZ5LrD{1$!dDZ(r z&XZPZHTZ}^RjIhfzUmG8Bs;_o1q;YTILGr#6ntLG(9=X|6#Ny555|71BZ*W$kB)VJ z(m$3sW($yn*|-3A2EZB}3Cw$PX*FFL1z)ESuc6Ty<<}P+fp$`HiH~c;UrML7^RP+6 zs5Qkn|-&haM36nWiRDe5lu&(w>b;k_Wylu5!I|Ep>Lfd~`Ks zHOB$A^bl)$t+*U)>3#{iUiU*^m9eV0Z_c(_dDNJnHmCj>k;CJH&^k4Mj$-+oSr<%R zUabt$Slbq{DzskAyB)xeI$&8fx1?^zc@L2FQKx`2-c^OGRSM0PFl6v5al0o!{kY%! z0ff4RU;aNJBFBHiX8${gs3I#YA|(6YAmV=|5oY+u5LsFOF+>j5e+-fH{||=vUu%T_ z8y);#sNjDT2Qy^$3Z56}PLfdA%B*;xNm1DKPY_5Wss|G5Fo$iTtG_TMVN z|8S|L%|9eb@E_RJ#Z<)9*xtkxijNP<+2tRrw1x86h-m>;(b-&}{Uhw)Zn?G1+b--7 zqzxS7a(IKF69fW@#nKMu9t7I92LdhU&?Y{^`O4j~`x|$^bH?a)tI1krwXD^&Qd;6u zG)`p*$p}6n^tZM;+XhDnfD)A!RE`b+9Go2+92}jAwgzo%8Sf3Bo2dqFZXFZ^5c<16 z-U%$Tqj#-%T1P*E3V}gjej4xZIPBgL^1%`M!5)BvqXWcGID{h_kVIBTFbyD;4S*;F z##xXIHK^m06PV^^d+*ZwEOkJC5aM4-im}-Tbq;|6z%!Ue24G;7DIMDYIC@mtsVl%t z1Zaf0<;y-LhKRNHPA;g1CT|aq`V7wYdco|PVGK0I)gGvn#k}kS{yTe5(_H zuQFCP6Rm($*s){#aI&F^<-sXT2oJ`!V447fv@`_vdeS+}J0;xwihLLaXON&@GU{Jh z1Hi8)P5?Q!nP16Q`KMbEf;;_wGc+^=aB=2(bO;;RdZ2Y+K&!?Ho7&u38UW_{WBbC4 z9_S;|ovCdY6MM5Cp*QPuGXPCU*MN2D@ZYCXqkR}B7gs}P!1dpogm3rEG}}}_Z7D$< zoB#uL^rPL&Brr~3TD_O;=A&lU&C*ool9N=-e#(x29i^m%cmVmTw|oH9==9_O$jQOk1M<>< z_g;5BchUoYG{Hyv8lViQAq4Jjk9)5c{Zp@g;=nL|FcHN5`kyL=c2l537`&;Uh2eDL zpwYw6{F-&@166NIvy2DO?xV;|NeYh%KDFl_6Gc0MZ1w?mYN>zMX7%4} z@t@7&g@Ew^b_D$HHPkEQ;P^?qH65e5(z8QML$~}n2I`%f^IuH?)E1!ehsQ>z$NxLE zzCHz=aVV;&)7=e#Ka*C`4C3`eY6ifKjdAdS1mtl(4{reKDE8x9?-K;zma$vf7f-++ zuzjUZ0${-Yi{8UP`vd;1N8NRdACLSO?hDunc&+9)fCs=Wi=Ti#0QU*pr^5J`{>Wz> z<_EafB zM(ovACG)agO7^t{tlxG?=*9Ed^(kIX#Lm)*OQoo?*!=n|T_{AZWMZ(kPilISVl zhURTNJ|oga$iFPtYH=|8-`-(+(XDd?V9sfXvI%6cF&=Ek#Q>8lzVN@ap|Ab14_iP} zjNBDvk?dfE(q>B7#vQnSRJ&u*iL#a3)}HhvTa-ONsFFWVF;~bHOr>_KY!McivEkWt zUNnL(*7X)Q3;iuEEU@LObP2bGOxEv2kB8^h)f+ZlGQK`dh{Z z`x5yUj*LT~>JmdaQO{V$pgv(BSgm32SW;OJP?yGw~Ydu_tTSaj3C{FS%!qrhm zpFE=O&Rg*< z_?p{1l?W2OkW=52l>Wht-*XqfGr_Q^QSexT*-m?$Rwf7{72{IRi{!^6^~cuVpw5g* z4yKf7Sz!i+;?q4TZnsR+5taE_`uHnH=63;^v{p#)m$>h=8(O)U$1StriV}Mq3jh@N zQaqpX#{_n3uF0}{hh;Y}U%f>B6qz9mWCRJn;9Fu0a$XCvWxA}BEij9`R@|}bWMuWr z=8p5z9M!#~LFbRWw;Fe%9gCs1jp9&EG;E612%*l{92#EeO3=<_5){}rfo zVxs=KYp!){US!x#Ayq4xuYwI>fZAX$eR+sIMz7Htr@(?*KQxPSVy?3d#Ym)YFvW$m zZA*R3PDytO@q+(Q0xY>Lno%mIBAY8918SYzHKg5Q zw-FG}b42;WSD&T7h#DOxR*qBngQA?9b}JO|M2^&jZMw*L8fp@})$c?x25bpql39aE z65@O^i!adC{ki`pKDNc{2^5dzK`si6X(`+E$oMfi`UBuuDA{;25N}y4tYj!I1twr^ z+T45ZGO-gGgUF6iPFSQ!q=qwKtW_E?#TjP4)#gOAgL|`ki!pZ_o#B<`Y2{?X24sZH z8s52l{UH?{f;-fKGZmXwB}5QV42k;`5SI$v&2y zu+gT5<~8mNNY-#fDNG-WWj^-A@|om8Ma4eI;hPypf$8Cm^dKPRi?hnRhUwLa}Vf=GNmsTMvz)FEC!T z4%?@da(atGQ}N$Wi-!16r>@ffxfRA3CwNxCh8a%_lit;VI3663N|P!?iD28XuQzKT zNY*$boDQju9R1Clu)D6m?nOn1t5l~TA4`e<{PH`z&XOY~?JhV7Jw4gc9cM;Qs`)Fa z+bl4*QqX5$;m3SMF6R_x@Yi&gu;>Bc%sJ^L4M&y|4e|}Y!)5Eg0k$1 zSvSkg;OPIfd@7-3h|i{2FcwP1PaIkNHrLZN0%ePE5o7VTYz&yCFgM~3@BVgZ&WD1L zkT1b=cTHB?*FN(E;=K2xAR=S+UMMgi+5$FF$}FQA9~{k0L7Hn05+zJO{?T(l_QlcQ z5B&7)tR>S(up-&vV@qOOu?5kVI>gZy8c~ls%=Py!kgDjnm=plMBUOrl#vQE|RZcyz zZ|StASG#--y~uAKo=qCIU%xS;vYb2Zw3h@9zsj!{0|6JApt04OZ;@qZ86O(2WoV-2 z*(P`sQY31TpPavcOI-B)ha`-Ia~iJoM}uBpXi$&IWe?BxrMtb&%lP$@^BPeMCE%m*ih*4@8O)=kQ!Hh z{ZawBN>9}5kMTzVELi%`%aMMp$d>fO$=YpV3#vx@y#jNhBw&9}-^jBlAzWzPNE%nSLC+)k=i>kwuc8ww`yvNga{01z+OLyewzdjJ2yC1bM zL3KTst6T)u*|%5LmqR3lOi@9Hf>G1Kry94boYQ#(-3z_Z&Ec~!O`kRZLy`^L1I_9E%py4+MAW4YbpH7$a&_4ip;^HB5dg@EH|s5)6fv zfw^q;is-4Soh*0~OA;lNro3X7FvK`|IvD5yiKaBlyP`?NgqA ziwx+OUNdraU-nz5t9P=s#yhzE#T5@UesBaZUfL7C!_ZW9tc;GJ=wqHz_M`;bLS{mX z+-KfD;&I&Sga~SSb45#t9t1;~GtBvC>bx)8D)aENYc6PcBHF%`sW*g4q=yqo_>4N*+2Gnng72K+c37B7 zU>q`f5j@@gZiB%dYDva>Tl)!VXr|w)m@&TW)@4kRcb;5L-VM zB@-fw^)0H=kX+h7@U8QI? zL)PR2uk^jmzLKLe)xN<USi$RKj;VU+(k4?v%tbabFExZp4ftVACkGq(5)U zIsAH&c9?U0O+wW3cas}zosh_ZirW^m!>_S<5Scl~#e4@2Rycf?G0BG~QFz5|u)rZ& zi<J z;CrmiUDOc_no>s~MN+)%eL0DhDP^h|8rT-%2NmA7ayoYO1L+XX&%&`3xqoWfYIEk( zCp>>2m*(5LB-Le+ad7QOJ+S-XRWia^L>2RPvPc)XO;FpKa6e&tkV*PBeYBP9+me~! z4)aE!5`EgErFu<_`0B4T;9(Ys=OA#&R0S5rxu9bye@1AjwW~Wnk1$Av$HrZ}%L|ls zqHQh(YS8^u%LGnn$7IQQPHLs9Q6pJdK%GeP#9cE7-3`%B3NzczaC|liQUwL{OQ<5w z6Il&nSh=)$H1ms=evv=6sjo=1lWsgL%6s)PvW7LL+#fAF@O3OR*UHLX9l`x5>B(l& zor#P<*qY7sk2$R-=jR80E4?ohl$vx?uA_HUMs;H=ZR+o;JNc+KYkBNIl09FIYQ1a# zr91}1kSdO**(_}LA&y}an*MD)7Ov0pxbh-?S6fnZ+Y7PmQvkO#T=Vu`;9RLw zdctCIsM`wR2N(-JGO_VynIG(^NZNr0MJ?=m^EyA)kP46DHWVxD_PGfN_xD)l=|Z8Q z$!!HWZhmU^_eX6CifokL3~f`9%CR!&96yxGFMQ+9oG-u|$aQzzZ=06?zA}wGCFA(+ zE!aX$Iv5Fr3-UCgE2DP5y-Dd7PN}@0yCo6&F6V$v787AYSDsDr<|U@OVzAp$h~C{F zIqE?zf!f2k#Nl>q9wRn51=a`pcarh|rxZakj<+wI5|zNW{&N;vV%~1kh4o3MQ$L`p zWUs<^;Ujl8*6xTiX{xfe>n>c+v)PiK8CoGcic#U#&Lk`F5FdQDCAo@*a!8&Gn+gq2 zsVdio8~2idXAZ^ZyGX2@WJYk3}av#^o=~UM8($Ya8i*&i(*USk=+i#^6|n+ zYIbGm&F9Xlj+G9VSJ6rd!K}y>ts5|<3mCLF*=jDIawv-MQnX=!SA^T)S^WWKYC5V( zJXZgTcxN3kp49P5#j-wk!PLIKGsd+)EIQ*M93;6=A{gMI+zmq^vinkBw|jepC}tiG ze|$6>F5bJPD8(o7ijD@vAK|!ZC<`aKw2=UJ_pIj@fcC;cXI-;d+Tldq77kT~3d&2@Au@90$76yOA(MZ-o|07QFx!9Y*;}9&Ph{YJ)Il*@w z*TKs*DbMRyms&(`CBvmUTU_K0e7< z3*)sG(`?vJJ-nvpFl%|C`~IBmn4hO` z#kMYm!;9|B-9M;0lR?a%$xL4P%&weZ+?9@bQgMWE zvi@2m-^h4RcT>HXRrd<(nVL(jg1f^&bbdXgr;7ZmF@6bS0egqd+JDjzxHg7V07)i^ zc|I@B0rv2Q1P?cxN08XY82R(U-!zdfD5q%3J2$WVsaZs-$e9wRB4x+ zyeC}A9yo_p_>k@#-Fdb{ z3l-bhWn=fn;c!ca1FGG=#9v&Oydp&2y*^YcyH6D`Lp&H@&76wCedmCOJFWih^5A%q zC_-jt!MbC8V&-?VlxAb>eLl5uE*uzK`{H2OBu#}}iHe`qhy(=r2NBD?d5s%2;^mmB zTbdUQE8&2Q-~U%Rj&o|_m;+6E-}8YDhh_SCYWsn{&b@ti_3O1>F`a&HAZYL+BI!UA z%4S4)gL{YDbM~ey*PvgL+(#otw2j-%S4o_|Xb77~l|R0D)WG6%Bj~AZXGXL zOE!$q(=zq)=`Q>Z<03yE=2p=BJY;7?%|D4qFTCQXb?>D1QB5{uJ%xk{iM}Ul-`LY( zo1eF!5K6}^jEx=0UCh*BhsHp}bt>w88W#;qpYeCya0QEWhSZpQLrrCqev7psjZZx~ z+oOiDKZIKcV07(K7C9@^p=%ic;r893ogdjq^yKs&YMZzjwsFs{E>$<&jf?YIn9^lv z#1=V)D%delY}At}nH&)<%x&Ze-%3-$PtUr>TLs9y()xoNOf4C!cu(P7N^|o(@Jcbk z;f*d1pxfGK37EO7{G5kgalHRHQf_J)*C&Feh<5rWLmKy1FR0~VHSHGGvAE-UySVXt zw1yVySe5Al1%@k)b?J2ZLMH}%eplc30=+(;1Sqojm-+^naIS&u^ zNJw-+n@Np18~0^t-t`OKK~{jsQfK8y#W5e*9gaoPR% z$Ku8|WRnSCEC~vkDPG9K-elmTlQY?dp!W8}35;RpT>3TVhJ(#inMjL?1X3C!lbo(7 zaI@_$a4nDwv@=dXx&+=lGV}G4j=+mWjD2cZ0bp@Le8jT#vNB(Eew&+t=KI!t6l@)B zMicl5oSKja@yrd_?#tiRY;ZC)rdKj84p$cLMphlx8A!~;s}l#vDEEI*V9K!H$vF=$ zqo+*z+}rp@#5eqiXys+B%9>suLC4kq>(qVHqu-EjI*a26c=lD@y**gT1vS8I!1gRE~6iFzFvt#IgeaAAV#KSELLVU>=TWG7F_SE7ccUXVQIa~=U zX~o?VfU3j_Axf-^2YwXcF|n)TySz$Y#Pq{o(CFoS`!lD~{lp&ffg1$Zp|xwVHqX?x zCK)RuLm#g69W;;YjgRoQ;<~5DD;C9(9S3aW6K&0?5hnsX<4K*rA%DDe1^Km>CoQbx zWgr^SOJ311N{Fo{13J^{&7{aVT>0}b%GKQ~K{Hr}a3K+6<3GLa7D_|h6w2+RvDDP0 z_O!-Y0Y6{~H?f!0ZSe9$Y0MglqAi?+k-E#Wbr~h9dE#*On2xSsw&bDO#!eyRVxbpq z%p*xSCq|b}OVA!Rj2kzD#?J`iNVf9$U7RoRMA@b`hIy1`x}1`=nS3>FB^UQFQZdI1 z#&$BwVTlG$;6|6d?fFX)RQjxakYqahRcbi<=2pHyN?Ri!2NY+jHw2hHDIM3vxQJ61be3|$ z>vc!iHlU298~65U{$}TS{AYJPHI$(XSx`|k*icZS>O8$)L`mO3IaE3Y>~m7}5&VKm z=_T_5JT0jYuU=|~TSV>dgwexKz&iDlxARf<8$efn$zg@q33EM2G`X{u5Xl&II_Z9} z!oPR($@zp;mcr3uFl2RXHwulfL4zo`p0$j$DQOI7lH^peb#W0&+z`jRaz(Cy?7B~ggQOdOFgRBHuV(MC*Hzz%;>kqPQ@Z>vL%n$wC$g}eT`Om6p1op{^SubYH#>~q02I#+ z2gun}FD%7X8E#-^+nDKbJX_1IdpmzJ#qUs-PZ$ zkFjPw2m!fDV}IVT*O1JoL`#O{mm|CDp_})^$CsxQii=WvP6EMf9d`IJjIpS4*aC?$ zq9`P*1KD>5D)2tIN$P@u;f$mgtur{TtH)#+WnqQTSxw_q&0d*&Op+f?)b{v(1sgX- z#KJHfjVRUcwTI*EesPARcH7LKV;%h0R7t+~UYQSH=FaR?+beY|$BcARsGgm1!}Z%> zLJQ>9VYhwQDkQN|oTL*lmuW{2Dw)JlKMsUeuded6x`Y$OnwwMPx`EI^#TX|_!b20; zdB|?-d@f)XgwNB*t0tlF9z>QWxz?E606`1?bZt=bREh)l7Om>xA+)J7UTkT)5SR(g zky;t-%SLla;fZF*G6p}y>FSw`pH}AMXW66b1gjx512-ge@!(+z7irdhC!4>5W3 z!*KIhkUm1-jU|4{2RpU8Kb(hO3S4`K-oNXv6imsaycM^t&4&y`5ULEq>k!>X%uE!@ zrl3h85`Oz6Eynl^RN`)A0p7<>)=G)oUJ&dEg$xXmpBINv3&$9H*gu(42`oSmQ#+{B zP`E~%Yp8ux)z|5lBH!ji%D%Iha2gnH93EG|)~oBu3fvNr)`wSx>UP}Qf2Fo{42x4MD1y_CuFVASnItc(=^2-qL+9RZX`xt;93;M?+w~! z^J91ZkO)+LRLLuB@2OY!#vqExX(`)qAKdNs5br+vm{ zgS$O6?8@Iq*;}LdwFKGssHsSvqfyydsxFUgQ&*t+s5le6vSCrR-SSryv(OW~HY{iW zJ*9nvOZEe6ss7Nb$_V}(-z=!$z%WNwqwLAZ4I4$og?yC!U-4Y*`TM+ECU8c+PeTku zzWwoQRCzMo9K_hj{oPHal~rah@odkJgBts6uEjk+ilIXm9A4*^$^P^6L6&yLdQ-9q zk1Q5jF}MHY}` z!byubq&ShjMk0wCqLs)|PwgS1hGFjt)XY<)lI0kduJ%uD){`l#+ErKqZgJ70R*Kj( zQwT=CCmh0EXOnq3yN6%Ny}1W!!71a8|2wdmNuD5?@VJI@H~!A0#IvA<3i1i84p$U#Kpjj~MIp%R>)biMBP>|vJS14AJ-QL= z9}w@<-cnKB8WM0$(!N%Ke9z(q&9f)@eavQ|Qgh>EZed}0G`5QQ=@^7RRapiUu#+md zToWzFq!MFw-tu8Y#I`5(kT8vgV8y!}*kf!uAGQh1LTD@&;*(+2Up9rzx zIp%bFfxTqOk|zPo!TPB!|JK2#8<>^~CE29XklcG;_U%lBW$Sy?2rk!Y&TwH-!dqdL z$zBo)Y%^Lpp3WdWH-0RFOh-s(Gr3|~Rcwm(YHIl4nY88dGW&#@0!mII$y|Q!lcn`; z8o5?DOLksIp@xBmPC7Hil6lmRsou1E9f9M<8Di3F!2OYf74({b@yw?_Q41B1lo=QvNIMQ(Jp`jubF#I?92z0!(|2?g zOsS{JlESoy!_>p4Lb1H-GFylAVVShETqaYW4b*^XIFeUx=z1}uhTDx#0_IV55YfNJ z3k`_+5Hn=3oX9&VA)2@Ps6xXKmX<@|M?yAe8EiLS(Hg|01bu@ytULrll(^9dpN;m@ z7&9JP=6r`6F2swsG^O_9(ps+tw5^S#xCO|n#35j3?N<;8KPFg&bg?^w@soN0 zj{=RbB(Ck)>Roq8`slD_MHT0-4l6CdeNx$;RnagBBkpL6RW0q4(U zv%)_{5tU~>L1=lpw@W^1LOX|CzE7Be3lk^Le7`xD@A+$;N%(Y zomlrHJBnl0iH019OD_4M880(gaH!_#pijCGHNqOH)$pvLTZ_;MN_t5%D-IFyP}9Uq z1#%&%TG{CjN+}ap#~Ef7i4*^tL@W+0PCYxhabG%%KP;sAAYdYnuE%^8?|{I|`@|&- z66xfS57Jk$Ezr;Dz!$st)u__Klf%9fDYnDITWZ&>1j=llPE%Hj^w3R_hTuNu+q|G6 zyLjE5^gUhI;c#;Z36~cir>q34<|B0R{xF8ElU|Ii?vIAAcMhl|T!S&Q6Qeh_$vy`j zQ_^?ykpm%K?tVud&Ld~-3mrH;-y4EGtpAjAr5f6*1^Q^QztrnPkS0$Jv#?#Awomi= z&uB~%vj^BWOB?m@!C;z8}C86Tf%x29c* z4B%X2ex1~SsuPT5%-}<{Ce7el?62l7Bbq#lv|Pt2j`rhIqaH=3<^; z?lWqi19hCs>XeaEu$XxwroqPFq~2UX7)W>hn~) zTZH^P6=}R{d8lMecHAf1X^^Dnc1RTxe*y-eJf(qK-1$mW_y!;AtbFJb0W*i1gwbq{ z7hZz+{=%@mu!6KvyG6*4K|)@pEG+eOmt|1A`?J|9huP|fiadQH65;H=Qrjk~H@`q( zG)!B2zg(rcW8O;J9QD{6rBGZb|l<_aptf2J3sygvW-LyozSB~RlbR9N>LtQyb z!V9c?v}h#uh-$;x4WDXNKBE_Ai^@M?`E z<_lL$(%5?T2X6n5#mP$r5vbLt3-wpQEoVJ+Y~mZmKn5DzIxu&&f!e?+Fay(qCS{^i*U1FG~e<4&hS> zK`TS9j~;btp*m%KU6t7&f*+6^O|CGdTUlpi!CAz{dxi8Ii}DS=Jp5XVbiS`SA`Mt2 z;C$fxC6S4d5x-iKV^6*p6hP1DI6SEG4jGWnYo~adf?9?~MEcqB8-DymMg7B}I!^@# z?*PsA%OFSU8zi?p*FkODOlt<${=Q5JeH5-%s9vG8iJ8?CBbaczmp$(w)AxSTO>fA% zha+qsMB_$!4FT-^G~YkDS>$EvS(}G);OAd9(x%BUlOn%6M4^O28br<~c%PnKhG7BT zo;OHihFCA)c3!cpLkbqc_1rx0k=hUwrIrFs_EwS}sHPHR=eC|IV z&;Jat{_pa+Vv@?@LjSSNqayiVZSyd*{r7DiMn(qaf8#t1|1+Tb{~YJ}KbHKk{gdka z7m^=QdP906dSiMMdQ*CHdJB3>dK-E>dV6{YdMA2kdKY?EdN+Cxde8qQ!uubI-Txfn zWn=tL-@yM6`!F#vu>X%hFB1U=8`Hm#@PB{ypCi1SoDBcxVxNBzUKAa4IvI#Wq6J=p z9AS6&G8YLLh9MXRVfXUp2&DxH_uzm40s;sLC*=Yc&vo-# zXAFxL7tUhad^G}43XqxpX-E{nvC7MH$47tw0X;c_c<|^zL3kK2vbHc4(-tp=xJqTTC$omK2?mz~w0l5e;#-@QyfZs$h^9|2o zKC-aL(SQYJ@nAls3!qy5{h`0sRHDUA5fr7qFt6$Op zx%X~Q0NOb_eqmqRUh4!5#_Y|dt*y(OqDhCaVH$wff^q}^WI@WcT2Q^P>NdsQz63qAA>c!0(JKo%DcXa&mYl%TFAn(7y*MkVzTKg>4+PfTh0|Ruo1t*;RHwi>E+?lu$ zaQ?!B0EK#Z0urbLj7@IjUaAA}+N00elfKe31_k%kK`((CMCSuOfNusN@N4ukNW&ul z+?>EYynZX+>xT?a!`1_84+5$Ya5I2h(s2pFG=4)9&+NipfieIRjl^LCd_BLv=3yEQ z*yJOS-*P|hicgi0(bp6f55BM;`=>B5DbNSd{|oB|ho`~+ogD;6KsW(^`(=+xC4IZ4 z3ix-DMbM@Yc&jr))cq(ki0dN{c>h-r2K-`A1w&zMBLH~ZPR{~*4_t|$zxh2i{Ez(} z_QSryFa6Oke`+NMcc+gU^PkDR-=a1bFmBIZ+rV^fcMc=)rGg0AfUmj=z_YqxRq*wI z?VMlrDwsBrt00!4ne$z-AVVkv`uG?$3_IIjZ?+#K{`VGhIRgj@Xei*{PE7!uErGq? zGlWUg>xgz}~&!WD%qed&=wdVqQt=ccC-AR@BJ@I3sz$(S`U?D*AN zLNEtMp?rrBXn_71d;@6L!4KDBpf3QrbN#};cz^)u6F5kqc9Yw9gaGLqI7s03qhHY= z0f4jt+ygKN${j*HfV2hN15gLbT|yDJW$uu%TDNe7_2pXxqP&wn2?#{xQ#eASiycBf zfV3T4Arp@WdL*%-=5ApKF*SDx#g>$;k``i!d$hHI+oSH^iC?S}f7FP?>R-{X2!j;` z@*&P2;{C%9@;(4x68Vh~)gP)E}YRn+V)?W`VorZ(t&+hOQ=Yifg|fwg}B0 zWMx zLh7IoN&>&intZnWrGGco`9u=vBB}trRw?yFJk;GOg3kSEIyw+-ehFq{44^-OiGaQ> z{}^2UfQ!^WzX1~|dF%+{i45!c3y4(g_zQq==XC`kCin>0`MVzSZ(3g8gyn<(`UVoI zz2bj;@`40*3#@1;@8+)*8p16b(we6%pyc9E2lM!}Z-Xa@V}MOQnBZA&5H=c}hIii< zl9gn{KU`jIZzd(ZQ78R6sGdq2Z@(+U=TE>6?xWX2L*r%~O$xKnEwi3U=8D zcgmnTpKnkz^;!%3cS5wL3XOS8uBGSsir(IhUQg(UrbNlgYNx9dx6DEszr+PPs+120 zD1w>9eJDB*Xcl`#GJrlOxsgcpB&*F5VSwjaKQ5GLrpP!rvi0h~(hl z^Vr&Hi+6nw_8hWCoSvY-wCEClT)1N)Hz&)QOmA`G-mPD8dHTx0@GC~I7$7)iE0PuZ zXhTrvWanBjk(IxF{kxxAn2pV$2>aYIC)@c=%dCf+o&P56 zjwLtp8A$%lbgqD_n){i1|si=|`9~;MJum&feEW`pzIYM<%S?L=z|lC|_wEAB!9dQBWV>}xJ% z-(;GJEWbZhbFI1YiI-Hfh`-*t8Z(nv2t?EiZ)T5d%3Uw6ahP_RJ_wDNXKE>NN57T* z_oG)G_pk6cMdB$)dKc?hCO$g;06!0EoUyE%94)^uczx z=y3K?Y02Xs-5sc0yCtNlz*rOOWT?TFQ34Ynf{~4{>-<%+2qI2%yi=8nUw?>idA-cr z>ajI7Bvh2~0+(mn8dWc+96E@{JFvqq>)`S=6kO06^OD?P(&*<(bTd*KQPN3UfBcmGhnPYgY?Ytpwv3yeT|i@sGF#u+A4m$Y4%SV?k}_M21DiqM zP_Z<6V2&yS4(T?5^WMZm^c|sDxm`qMn~s)}@3^pJgs~ubMBiHa$|;jdbWLt2q}{RG z@+c4!v{F#x6{8?Z`UvZOJX?8&vNCh_1v00#a+D0;(rK1>Xv`izf>m6> zXrvRYZzYE_GNvL&&Up7@@pQ`mLPoMr8;@}vIfB*`{X+OU0LqOjFQxW;L(8c=on+6& zg~+zR>C8s4HL*6=6HMVUCrq*k?Ez(uw(_;mTUe|IV($+vt&>Cx&4AAb^m|TB?q4M@ z>hQ||egZjEJz61Y5j5tvpoY#rSf=438BT*jeJM2|hR`)xWQwU@$!n5?MrxxoGLsAg z@Y|F1zd%Dns9N7NGsbT=3p5Q;Qo851O|wxzU?Gwz9525@quGj`MB*rC7-|1CzO4>H zW}#oJT;osgAwox^s@X<-XRPt?xlN$&MVE=V4N;?+7Ejo^3j4jL`!J3Tq9s&Wf%-#? z0e6Z1g6vee7+DzeZ|0Cd+f2voX=Wy8aI!PzRC8cguR0TrA3H=Z46L$CX$wd2 z41Wna6ucK*IliC!-R}Zx&CtW`+Piq_VrbMz4Qr``bkshiYa+Hc9@S;$E4_M7_$Njj za98j{UC$D#5$MiH)+{&W&GO312qi2OtZk6DCZ19dILbl2yY2QXi}J6m?Mw)wx9%p1 zGW-+PS-q(~`l3HMa>tN4@ybq>rC$y@5T(aokqHlF*u4Wiz+zcU5@{*5$lH4cKo(4o+Xo65X+MyQQl|*oBFex&f6& zw0D)B253c1oUsBzv;AL{T?JTF-PTqVrAt7N8j!9@x}>|iyCjD05NVK*R3xNC z8tIl0kOpa_OF&vW^dJ1%u?fs zNWhx+2PGVPH^BbGV=cy}t$~NTG8O#AFDhVg0)jP|c3gYX=HnFZK_2XJJ~*LK_xWw%F@gb9IcNO4FmfE{ z@@_76f;eHn`CtgLvbL8=6;e_t$0LFx{LzcR6gNH_`=*G6vgx3dhhYhzoUh=9p8*7-xPhlxSNceSD1@XEB;{{TuZD-v4zKJh4kZOAzVqtEs0>;uLnbB zIk>fnS-sOKsXi{#L1JL9<%EjzwLod>+pI1o&VWqT&=7i^*&4xPO6^xe4fo$U6r%OK zNf<3K95x{PL2phnXdF>m1-y5l_+W$Ion#N%t@}tprShH5(Xq2+qRj^trqFZ!*4Dnp z{^bNr#pPp4%ejxAa_e zEeCHd59KvvaFUEnr9p_BMZUff-mjy(AK}>rJ;N)aDfTQ;?s}9a4wB_?Ng+Ip8TumQ zwB;BAIj4^WCdyB?gzk=U8%2IB8GWPZ@U^5Pqr}Cd0%tmL_Ti_BoJrx)3xf-LmQKic zwm`4`ypo@H>66!p^}r^hi)~HkS#p83Yp)U5KQCLJpbGpYNx>>Cd`Ga*kqb3m8&^*3 z8IVCRIal0wOMaomEi_%Y<`j=oF}-pvrJEt+UDn+~)m6&}L3i+&^{1Q?BNP{>3zB03 zsGiyCx;?ocXZnEg5j<2@?Z@M_$?}KEGlPXj@NaqBL2}kO-BLr1dsa5Ov2nEf`L9w3 zI3+#!%AVS5`!!3@&@t}B?epzCOdgHF3vZulo5!J$ir(4CB3~x>sCBxhRn_UR=lDg(pB*KQT3OZGVs8IE6q#JhS^H>V=V^*1+vHbxPRLfQU-`dz(2?K5mksmKf z2^y8*AK7@xdBD4;v8Cy6sZ1BQ;?>Ro)vN@GjMf8 z>(P^FTWr=6+SjHS=o7i-LwYGpP>zJ>UZl&r33^m9C$iH#&uHZ zymN`b;F1vsOODYk#GSjU81v zTQ&-@HPOts>U_;0gV4O^xs~UTO6h0Z&w!MPdp$xvx;G|Robe;Vo^^;U41B#vXu;r5 zd}F`F^dQkCC!wMt=EWx$E1#`|k(Zk(-sR#w*o*ev^%eN?6=lww6E80&3U2kYlx#>c z+Ru&`LZs$aVOFxZ3o4iu9az}rwwg^(-aXZ$$;%T;(TZykmEBd`tK1l`B5TtyDvHcK zz->*{f3o^=q(UIhUmBk36@5qPsN1(^Y2j%f|K{iBez&gjrOEQdIBud=LKOn|qc|mS zM=BKdDa{R^=ZObAXRtu1)zQP*@Ck@g&uZ2v^UgG`XrUWX><0|rNAj8Ff>7!;nS7nn zm@(;w{1Tviv-BoQSvceO-Xi6Vyfs&n^!xdalQI$x4w|U#pV+pw*BA28Xl@XoMN@`! zFR;~^EPg?Ud{jtD&#T`>EjzLM^0|D07S_!q%vEkV+32(A8YpjlOCeEP=-wC&W>{hN zWMp8MqC#pA!$d}v2@Q>&Y-V^M^O0m$;o#!?%|R#=G5MEx>bG7W&n}dOn0#L7r%dq@ zte1WFj3`bs*~xkIg**iV*E$A+Sx#WE6r>Z$^zuH%I(swf0E9po+5Sd-qKt|5i591CXnS06-VPfu|X zPBJlBgsM{U^`J`mM`D51<^_f-^}O|{l%~TOa`A^P6Kd&3NO5I0M6!Ow(c>SeCPLZA zds=u}6?ck zXheLyoN+G$m0RuIgRS%3teJt>;B)gu2MQX7&xs_jlJC_ql=kE*I4+&0bt*x{17$eB z4MA7e@8IhQIL_=(D{oK}%NORp6FTkOtDT<%9d##L-ogr1wGHx(UbOYX#4fwVuwv`K zTI1@^vhF^T*WK_2pNF}r!QDcNQ@!Fv6wigQ9d0cTOO`ZKz+G)W)-sjpWoIGueN$0| z4z1VUQLva!9bYNG$No$+`T;&}TEgClqcTEsH-A0*%xphrxxa28pUq;{d^IqEkHHNP zl5s3};B~7W-LP4F^Bh$b~#*$==dWyS&v0#Cev|`ES7xq zN2Pkr{XQ-PzG(m!jo(Dw9^?<16fM-LY}c6v5a-VKuo=7J7x1`!pod|i(8;!$W@#(1 z%2t#CgQZOBqXt+`_?hsecwSW6%Yn^(9|(0bcIIzVER0&|kEtDwKr8U*JcUvl(eB&i zNxHvW7bbD>h*HIN4nFF&x9}J7mn1~4+Eiqd)#!^pl`h%d(0~p#Q*IbSDC~;rv)oe*%B>HSw`C<_UK0P z$7&|EOHyJ(B10lGc+>ECmX{tKQfoQhL>cz|$^5J<3FR>*uYb6gBsgSY-Avw@uo7Ub zr=)Vl%S*mh^>R7Da{HAHLD*tQ^<8!wjc!RfFS)d0$2FH=MP7YoDH947Y0SrqC|O2C zfN*4T4xK$nezY~R`Fw!OU7Q?G!sclsa>COF)v@j5i2bmGt&WSi?~eNwkqJ1VodvNI zjdTfKZH7^*PvqXb!ooa^2o}qW6mH3;onS+kjFY$IiZ=ise}TvbS?AtK;SlhzDSkX~ zn%puEMLU{80rpy?1xV(#-B}!)mje*KD7tXyn z_y(m*`m7P1@3~XFCC@sb3QyRjps5earD-tVhpc$ian$@-;>+d$=w{}Ld@Aq8+KEd3 znpbN&sZxb4O?`UpOeKaMcwuyxAPAJ=ts?`?j=O z$p0cc^}AdiP+BvqejG(jifP)l*DDCch^gU7A<7w;J_{=oOoL20l%LotQ;?3cTCw;f1W>$t7ybpa zOoF94)e?!N`t}2#)BDe@#x2n2M_CtG$zs-gR6$2?gmiBTSZ;mB9({|gR63cT2EWLIq-P23_BJ0evE4)Nxjl?h{-WiEj9z*VOTpA^kb~p) z{V>skG#;R6q@ww{ST@0;wchdl}n<+^DP}PQF7W+XFdHF9CIV&s~>Dy6U}BJFNLP z5^o06?4n*|a*7SQ?e_3lINd_6l}{y6T=4vmpmwAiZvG_qgBj)!IMsA6)LghuOm+t= z&6^D`qWsfID2-Zm@ELE4J3{mf*Sdj!(HhGCu-(j9$!UNfz2-;|M`E6ipr^2)iZ@8Q zA_(m$)=7($tgI83&vGyAb2Vuts%q?+m*gV_e&k85Te}hx3@$<2w9$nv!)Op&x3}$8 z72BTXZZcl_%;)!4bAg19YpNd4p zl`(sgT~2p!{S|udDto3@Y-kGzjttyV&Zc`hhcg&B&b@AvDW)gi(vNy8mo`7r&s$cH zTBHAf5!{V3m1Z5Lt~*{c z%1UI87~`+0pTWZTm54b`=3mu56+aK82B@BiA-#|LL8B`MARoRjeYO;?NsxV-OPA#7 zNnL_s#cS};p4<7G1xb9XXAZd zjOD9ogm%)~Mj>OxTn^CXXqEqjOFD(l@X94?Yp zbn?d#Lg+WGt4RtAcXlU9phMne=8tQtW<8myEjwwuY5vKr?2)om;^c$k)4ZLLDP!zS zG(64&ra2}y$}d29TBfiUd<8`hI$)Kx9-SMlCq+3}a-$&O#AX@de{ZbXu}WjAcdR~UFQ^ZrpzbMHjT74 z49AD^Z~NH5%pX2QDn~cO<)!n!&sAO-HPz)U;J{z>FycL^+}akFvk!OPPL%&BIwWo2 z3bK9JX(Aan##ZIIw4(0LlnD^~Cz`!wazE;6oYnYo;4d@oxHuO+}E!g}xf1wn@EV1vrN z{jv_1Qf>KsSAOFQ6yg&N$$bYa|D2`ti6)(lUZ%n4vOVr@Lo)}HCe(P2JZu!=6>;`=XKlG{HBJ*6Al?tS7$p)P!<>1LFvNq&l&Z~rQI<46>6xVBL#cGLju@WS zeH_*D8t?73&7t9!yG$%qg-(_Uha@^_^FCU9?ZXCRYU6#IKGQx^I_LCOlpW(=!jJGakyc6My);mA!FH zO51YC93F=pMHirc2F{Z_HcJVGH&Qi4RV;dt2q_(iP(!Wct&^ z$=cU~{JB>LSCFSaD;J%HKX0NYgRS^fFH@ceU7YY>MbSM)?)@4@<7UjCZOFLtJgIug zXU%+Y6%*KRQBDn4@54)bRJ$FO7l3>rVJdg_xL<;e(u`f`+1AD?xN>VjXxv&(JgiLP zl<8bHZz5*Tx&oZoG zOGAO(uY1bjTRHE(Iek}hp>bxfS?IstSV;QZznb(&XEcCDxy%xYKg`eMEGDJ)R)~b% z!4`DBG&JZz)%f;fBS`}eQ%rj@csmiEgLF6_9w+l6mYX%$m>agawG#b)>3wv$_pEz} z1aDt{{QI^5E=wD+K56NlU8XE|l~w-GxMqt6_~(h(iI5tWI%!@Ege;1VT?bl9#aFE& zDh>a$FP?kwF9MlIC}B|K0GHyYZv4FUE>FV(!Xuv<4s-Q>TYF7&52Z8XF!Dn*H+Jr8 z$cuWIaroHIuH~^xvOB&sg#yzO^Q`a76R9mlkonsS<4|$2W?_pZXeC}NmD~fq{yL0e zf;>F&2(yvrN$$L1=wy$Mn7s$4mTp9y+@g1L>2V;Ux=kYUDZYc;tLivFo7;#w$7&-XIvIsRhl)R=@qkt8|1(gyfm0xm5q<4 znV7Bpw44g_^O^qr?b`gl0D-ysWjJN2@LC~f-EreKNy*K`4toX{#g-D|Zv#ObVhR=^ zNF*9=Ir=dMl3j{)%#zs$E~nipGI0%6(c%Z#yjc9WKCKY;tU&XK?_HMbd_%S~V>sSM z^Ti6lU`GP_*2)Xj~8h;V{^zT zUZAjj6Mm_9%SGUUyehz4uIgDX_xr_I10-|b3}f`wQl;vtii{RCx-jdiq;Eu2-`Eoc z?CL{vzY;A`O2smg%!jk$=egf-Cv0*iI|+gT@`#646%(bMER8uZZOA2JE4c=3%c@_* zX9uB*GK`-&_aw^fG*d%0_3tbxevNxxk1k^pMI8m$VGtF1|AO2_sDha9&=D;?O8g)# zb#IXzY#8`fpgju~+MkAul`kiU{)xN4fh;bidW(70pV-5&fvqbQD@c#Cr6^t~#g_Is zN(ZUyL&wacHc!ibo|FwTj3VZM1vGJeh3BrU<~Y4NYo~5o4qc6pGPnlK89Y_zpHAE5 zSM9}14~+M(VIZDHV58}>qlR&#&Z!pz4qfJjQ7m*uU$lE@eELEFM#b{6BhrB!y; zUPQ8?vyd=N7G28@^uhZqn?#xD+_7mKsm8HB{Mudbu-aVA6Z33tM#~XJo2Be-qA98= zM*sY|R_G012diF^96FkIO6LCY4zO-O+LG@hpBgM>>zZv2=^(Eo>GLC7zqa{sAVP)1ZxNfDHlzuyg&Q2gnY-l=3sQ`%~HP=i%RafDi}-4JhekXl-dMXlrh5 z3P5N8{-FlQ&h~E$1qFdZKw+Q=P!uQz6bDKGC4tgF8K5js9;gIV2C4v6e-;uNIT#vS znL7Qg7>IcPhi0HL&=_tFw?+K6u`&EvZTN?Lpc$g-@J~I#pVfztfmVnLM4O*Ah;Um| zL>;1?p@XUI&lCQ9_s8k%5K@G26QI2_9P!l8pQ42SDpz#9ELa4306k0{;J?-_{w!1c zt!@!fiFp0dqfpS_m5LAm7|M>|>U!NGqPh|K^U0%t|Kic3%6C=ntr4oZGm6=}iYf~3 zRslpMXy|d=k?^?Naa58Z)b}7UJy|j+;2_!(G(sJGl8&-&;rpVBk8YzseM{eEq)wG# zB#eXJ+l~fD(%5NmoZ;az-}`aoGkXC)DQc6Ed!3ShBRpV&DD3m#M-{p`iq#eQOeDs5 z!8b~4)adBsPs8VdE-`HojiN`O;WeIsI?^D!mP(?QgGU(1{8Hf8;2XWoq3pAvQpiq> zBfIE0u{?fl3KzMIVXr3lD};tih_uRJ>Cl8UWfA|3v?qh-l7%reMTto504-YUR2%g|} z1^SI}qz5a$RN>!EznFE{&N=6Z|C)I&pZ?9=CIc-G}VK^E58X^1vt2#q*p?Fgm-(;cW1@DHEeO+UKN-A_0>bM5i(2NpzbsenFve0q@}*o z@y=s)j|Qvd!Y^wS6tZrT{a=|P^bCa}^iJ$Hi=620O}`s@82DV?dQ9(C$Zg8a88S0*_Q2d)!s+rFv zwO8YIE*DKKBijZRallh{Q!`gJRE`)Ox$Bk}i_q0qdpbsruqLs@lU!a_R6daOt}E5n zb!mL-06K`MzGJJ!Te$b)Q>pJCm7ahDlpZ}`zxOnY)H%2osSJ@>b{X_9+ZQ6qs9Q9O3DP%5UCtra(8SLT*{OwLFHzVOy zrTVZLbrgz2+N1}Z04t@784$^ynl2QeD(bn07n#eU;+#NX!R@Z-+DJQ8KM4Hs>ZwIG7LgVuM|iL``&OyaQ%=BV&?& z)Ni-m1}vwt6-m|f)IQ%^?}^RqezpaNyk2_aE;ljU`xwRcqEjMzzM`RQZugrdUBBH; zZ>-`bhwcw2eM>U_ONmqAXZkR*7zObqj*-0KDhhojB5f|uqdUd(n;bf;)pEMGGZ4z_f(a%uDZ@jKi6iuk6p~1p9P()dD^_b zm%o-jtgCiED#2k)q+*`MSu3^Q@!BBoTW_k8w*{`dH)0mF!w4QULzI5eF-UToD;S<5}f)$fR zd!Wp|*hSIEOflQ(JAy}B>ND<8jEPre_9IGXG0Es{>APRr@gtKgK@c{%p^-D6I}fV8 zyrYh%B?|kR7Y;WBBJs1o$GJJkd(_+FJKJn`pPv>16gM_bErS7&cTq5mg+;Cc$~cs1AB*R%6}|?}`6bV08XL+q#v0MM{gl+^}tBVC?&W zXj0KsezLEv6y|-@l}`N>l)s-2Jn;2cXWh&tG4ICZG1l@>l1! z?ZJ;R2{G31#r5E-{4*Wwt>~FgFUI7JQ2WEYJ!96Jr@-Hdjh)DPzcQ=VkIWCvLn%yE ziFfOyZK6g^lYughryOrbwQ~OdO8U^OBg{m1O|H?8W+JuSi(h7QW6P5^qK=x>SMWnTAd zqW90eLL|M;Mo#W_rU2k&R}l%bkfEcg7~Iwg0F)6CQCE^gq~1arKT~gn@iKjOu(Wf6 zI{;vpS-jF^=I7w(bO{0gL-a<*@XrG<1aYKpY2swz2!LJg4*C@f_@BQ4{C{A?BxIC? z)Dd80|JXEi1G;2#@Bd>)O-@Nv;ZieQR`OEr;0l;a;e_9a z`MC$_?@{^{%QdZX#7F-UCHU{4$ZLqH%PAtDDE))Ou>Ii$zwz=bEf9n=|3%By-BsXA zZ2uz`6*);U;Y%#nSz){GyNHYb?Jh7x9R7vmY8Zk4S&8ER8z3POEp@re{cg(2|3u3* z*X8`xbuSP8!g4K)eif7d??y;bLRnny(pi)>f6iCGdkfn&*F{W2f71fK{8IQAmdovK zzlHSWNB_4Gx}wu@1CZU_hh1w+6vFc%mE<6r@?(Sbm8h<37YlmFC2 z#lg_d&eQ~<++t|$Xo`TVBC5eE=4@?kWN2%92}#Am(h-38`2!luAJ700RxVa{7#A0S z{x6UWzwqJaU}}a20uOxGAzbn*7B&vHYoF!dfU#X2bA-gzwf=Ilfv&aVWP@Cd8H7thxUQa$3&Muj zvi{q6fI%SG)%Zo&*stOPgE+47hp=&8jSqx07w5IO1apC|#TEkHRbK-mrZuiBegKAo zIj{O37>WqNE1V*1oUmVPP7a2a)}{^!Wi9|v+0w)Gay|tr!QoDbsq|+G1eCNjg9Cmp zC5S9RQUsvQD<*=NjvzuJoLn4WE;d0fK@Nx*6eh|pBFqU96M_iw1O9UpT>xTbb96Fv VaQZoqgP|}G;>t8MqVi&B{|9LFQiA{h diff --git a/Development/memos/PitchToPablo.tex b/Development/memos/PitchToPablo.tex deleted file mode 100644 index a9929d0..0000000 --- a/Development/memos/PitchToPablo.tex +++ /dev/null @@ -1,152 +0,0 @@ - - \documentclass[12pt,pdftex,letterpaper]{article} - \usepackage{setspace} - \usepackage[dvips,]{graphicx} %draft option suppresses graphics dvi display -% \usepackage{lscape} -% \usepackage{latexsym} -% \usepackage{endnotes} -% \usepackage{epsfig} - \usepackage{amsmath} -% \singlespace - \setlength{\textwidth}{6.5in} - \setlength{\textheight}{9in} - \addtolength{\topmargin}{-\topmargin} - \setlength{\oddsidemargin}{0in} - \setlength{\evensidemargin}{0in} - \addtolength{\headsep}{-\headsep} - \addtolength{\topskip}{-\topskip} - \addtolength{\headheight}{-\headheight} - \setcounter{secnumdepth}{2} -% \renewcommand{\thesection}{\arabic{section}} - % \renewcommand{\footnote}{\endnote} - \newtheorem{proposition}{Proposition} - \newtheorem{definition}{Definition} - \newtheorem{lemma}{lemma} - \newtheorem{corollary}{Corollary} - \newtheorem{assumption}{Assumption} - \newcommand{\Prob}{\operatorname{Prob}} - \clubpenalty 5000 - \widowpenalty 5000 - \renewcommand{\baselinestretch}{1.35} - \usepackage{amsmath} - \usepackage{amsthm} - \usepackage{amsfonts} - \usepackage{amssymb} - \usepackage{bbm} - \newcommand{\N}{\mathbb{N}} - \newcommand{\R}{\mathbb{R}} - \newcommand{\E}{\mathbb{E}} - \newcommand{\vFunc}{\text{v}} - \newcommand{\der}[2]{\frac{\text{d}#1}{\text{d}#2}} - \newcommand{\pd}[2]{\frac{\partial#1}{\partial#2}} - -\begin{document} - -\begin{center} - \textbf{Memorandum for Meeting with Pablo Winant --- December 15, 2023} -\end{center} - -\noindent \textbf{Purpose:} The Econ-ARK team has been internally discussing the development of the next iteration of \texttt{HARK}, and seeks feedback on our ideas from Pablo. - -\vspace{0.35cm} - -\noindent \textbf{Background:} The current version of \texttt{HARK} does not have a formal relationship among the mathematical model being represented, the operations performed to generate a ``solution'' of the model (policy functions and aggregate dynamics), and the model as acted out in simulation. Each of these components is written out separately for each model, and end users are meant to trust that there is consistency among them. Consequently, modifying an existing \texttt{HARK} model is not straightforward nor easy, as the user must make changes in several places in the code and understand the relationships among various modules. The solution methods in the current version of \texttt{HARK} are specifically tailored for each model, and the package is designed with \textit{ex ante} heterogeneity at front of mind. - -In contrast, the approach taken by Pablo's \texttt{dolo} and \texttt{dolark} projects enforces consistency among the model concept, solution, and simulation by using a ``single source of truth'': a clear specification of the model's dynamics (equations) and characterization of its solution, which is directly used when solving and simulating the model. User-specified models in \texttt{dolo} and \texttt{dolark} are solved automatically by several methods, which has the upside of being easy to use and the downside of potentially less efficient computation from forgoing hand-crafted code. Pablo's projects were designed primarily for macroeconomic modeling. \textit{Ex ante} heterogeneity and life-cycle models are possible to represent in these packages, but were not the primary intended use-case. Models with mixed choices or that change fundamentally over the lifecycle (``phases of life'') are not what \texttt{dolo} and \texttt{dolark} are designed for. - -\vspace{0.35cm} - -\noindent \textbf{Pitch Summary:} The Econ-ARK team wants to develop a next iteration of \texttt{HARK} that incorporates the structural consistency of \texttt{dolark}, while maintaining its focus on models with extensive \textit{ex ante} heterogeneity and life-cycle dynamics. This encompasses two main components: first, a format for precisely specifying dynamic models that can handle a wide variety of features (e.g.\ continuous and discrete choices, lifecycle problems, mortality and population dynamics, etc), like an extended \texttt{dolang}; and second, a software package that imports model specifications and allows the user to interactively construct a model piece by piece. Our intent is for the model specification language to be useful \textit{outside} of our own software package: a clear and consistent way to specify model information that could also be used by \textit{other} economists for their own purposes (e.g.\ another software package). - -\vspace{0.35cm} - -\noindent \textbf{Basic Example Model:} To fix ideas, consider the one period problem of an agent who must choose how much to consume $c_t$ out of their market resources $m_t$ and how much to retain as assets $a_t$. They have CRRA preferences over consumption, can earn a risk free return on retained assets, and discount future utility flows by a constant factor. - -\begin{equation*} -\vFunc_{t}(m_t) = \max_{c_t} \frac{c_t^{1-\rho}}{1-\rho} + \beta \overline{\vFunc}_{t+1}(k_{t+1}) \text{ s.t.} -\end{equation*} -\begin{equation*} - k_{t+1} = a_t = m_t - c_t, \qquad a_t \geq 0, -\end{equation*} -\begin{equation*} -b_t = \mathsf{R} k_t, \qquad m_t = b_t + y_t, \qquad y_t \sim F, -\end{equation*} -\begin{equation*} -\overline{\vFunc}_t(k_t) = \E[\vFunc_t(m_t) ~|~ k_t]. -\end{equation*} - -In this statement, which is intentionally more belabored and elaborate than strictly necessary, $\vFunc_t(m_t)$ is the ordinary Bellman value function over the decision-time state variable (market resources), while $\overline{\vFunc}_{t}(k_t)$ is the value function at the \textit{very beginning} of period $t$, before capital returns or labor income uncertainty are resolved. To notationally separate periods, we emphasize that the same quantity represented by end-of-period-$t$ assets is \textit{also} beginning-of-period-$t+1$ capital holdings. These terms and notation will be used below. - -\vspace{0.35cm} - -\noindent \textbf{Modeling Language:} The core element of our proposed modeling language is a ``stage'', representing a sequence of events for an agent (or actor). An agent's dynamic programming problem is constructed by linking these stages together, potentially recurring on itself. Model stages are meant to compartmentalize information, explicitly specifying the variables that are ``inbound'' to the stage as information (i.e.\ ``state variables'') and objects that can be observed from its successor when solving (e.g.\ the continuation value function). Like in \texttt{dolo}, a stage declares its parameters, distributions, functions, and algebraic substitutions (definitions); unlike \texttt{dolo}, the \textit{values} or \textit{details} of these parameters and distributions do \textit{not} need to be provided, and can instead be left symbolic. - -The dynamic model content of a stage could be as small as one model ``step'', or it could encompass as much as what we would ordinarily describe as entire period of the model. For example, in the context of a basic consumption-saving model with transitory labor income risk and a riskless return, a stage could be as small as going from beginning-of-period capital holdings $k_t$ to bank balances $b_t$ by multiplying the former by return factor $\mathsf{R}$; or it could be the next step, where labor income $y_t$ is drawn from some distribution and added to $b_t$ to yield market resources $m_t$. Alternatively, a stage could be specified as having \textit{all} of the steps in one period of the consumption-saving problem: earning interest on capital, receiving stochastic labor income, choosing consumption, and retaining non-consumed market resources as assets. - -Suppose a user chose to specify the simple consumption-saving model using (say) four very small stages. Under our proposed modeling language, they could further specify that these stages are sequentially linked together. The resulting linked group of stages would itself then represent a stage (the entire period) that could be further linked. - -The Econ-ARK team has been developing draft specifications of this modeling language, formatted as YAML files. This allows model information to exist alongside parameterization choices, but not inextricably paired together. Instead, the modeling language will include a directive for assigning parameters (or distribution information, etc) from a YAML dictionary entry to a stage, filling in previously unspecified information. As discussed below, our proposed software package would also allow a user to import a stage into their modeling environment without parameter values, and \textit{then} to assign values. - -Our draft language specification includes concepts for flow control among stages, so that (e.g.) an agent's discrete control can govern the \textit{nature} of the next choice they face, or a mortality shock can determine whether they continue to the next period or simply terminate. A group of connected stages thus acts like (and can be represented by) a directional graph among a set of nodes. A graph that loops back on itself is interpreted as an infinite horizon model in which the solution for optimal controls is recursively defined, while a graph that reaches a definite terminal node is a finite lifecycle problem. - -The \texttt{dolo}, \texttt{dolark}, and \texttt{dynare} packages are all designed for solving macroeconomic models that include endogenous objects such as factor prices and (approximations of) aggregate dynamics. We intend for our new language to also be able to describe these important features, but our draft proposals have not yet progressed to discussing how to do so. - -\vspace{0.35cm} - -\noindent \textbf{Software Package:} The software package we plan to develop (sometimes internally called ``HARK 2.0'') will act as an interpreter of the YAML model statements, interactive model development environment, and platform for applications using the models (e.g. structural estimation). Several features of the model specification language will also be included as programming directives in our software package-- the user can link stages, create a sequence of periods, assign or change parameters, etc. - -The new version of \texttt{HARK} will read in YAML model files and generate representations of model objects using \texttt{sympy}'s various capabilities, which now include so-called ``pleuripotent'' functions: objects that are simultaneously both a symbolic representation of a function's mathematical form \textit{and} a numeric approximation of it (e.g.\ a representation of the optimal policy or value function) that can actually be executed. The \texttt{sympy} package now has well developed interfaces with various numeric back-ends (including \texttt{numpy} and \texttt{jax}), so that carrying symbolic representations of the model does not (necessarily) impose grave efficiency costs on computations using them. - -Likewise, \texttt{sympy}'s automatic differentiation and algebraic substitution capabilities have now been sufficiently well developed that an Econ-ARK team member has prototyped code for generating an algebraic representation of the first order and envelope conditions for an intertemporal optimization problem. These representations can be automatically converted into code that numerically solves the choice problem using the endogenous grid method (EGM). The new version of \texttt{HARK} will thus be able to quickly generate (a draft of) solver code from the model input, which could be used as-is or manually refined by the user. The new version of \texttt{HARK} will also maintain the ability to specify custom solver code. - -We have also already prototyped automatic Monte Carlo simulation based on YAML model input, ensuring consistency between intended and actual model behavior. The new version of HARK will support multiple modes of population dynamics, including explicit mortality Monte Carlo, cumulative survival probability weights, and discretizations of continuous state variables (for Markov-style approximations). - -\vspace{0.35cm} - -\noindent \textbf{Example Usage:} So as not to distract with specification details that have not yet been implemented (let alone finalized), we present a \textit{hypothetical} example of command-line interaction in the future \texttt{HARK} modeling environment, omitting the YAML files with the model and parameters; some imagination is required. Analogous concepts for most of these operations would also exist in the modeling language, so that more complex (or more completely specified) model objects could be directly imported. - -[Hypothetical code example on next page for easier reading] - -\newpage - -\texttt{> from HARK import read\_yaml, AgentType, Connector, link} - -\texttt{> CS\_model\_components = read\_yaml('BasicCSmodel.yml')} - -\texttt{> CS\_model\_components.stages} - -\texttt{OUT: [basic\_consumption\_saving\_period, risk\_free\_return\_stage, transitory\_income\_stage, consumption\_choice\_stage, discount\_stage]} - -\texttt{> CS\_model\_components['basic\_consumption\_saving\_period'].parameters} - -\texttt{OUT: [Rfree, DiscFac, CRRA]} - -\texttt{> CS\_model\_components['basic\_consumption\_saving\_period'].distributions} - -\texttt{OUT: [TranShkDstn]} - -\texttt{> some\_CS\_parameters = read\_yaml('ExampleCSparams.yml')} - -\texttt{> my\_CS\_period = CS\_model\_components['basic\_consumption\_saving\_period'].copy()} - -\texttt{> my\_CS\_period.parameterize(some\_CS\_parameters)} - -\texttt{> my\_CS\_period.label('perpetual youth basic CS period')} - -\texttt{> time\_loop = Connector(tick=True, twist=\{'aLvl': 'kLvl', 'vFunc\_continuation': 'vFunc\_before\_return'\})} - -\texttt{> InfiniteCSproblem = link(my\_CS\_period, time\_loop, my\_CS\_period)} - -\texttt{> MyConsumerType = AgentType(model=InfiniteCSproblem, count=10000)} - -\texttt{> MyConsumerType.solve(method='EGM')} - -\texttt{> MyConsumerType.solution.policy} - -\texttt{OUT: [cLvl(mLvl) for perpetual youth basic CS period]} - -\texttt{> MyConsumerType.track('aLvl','cLvl')} - -\texttt{> MyConsumerType.simulate(method='montecarlo')} - -\end{document} \ No newline at end of file diff --git a/Development/memos/TwoPageLOIforEcon-ARK.pdf b/Development/memos/TwoPageLOIforEcon-ARK.pdf deleted file mode 100644 index f80ca3317e441a2ca3ba5e26d6f104d058df8c52..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 179685 zcmeFZdtA$Z|3AJcsnk*`m0E<5T1OqsCP|VcQ7JVfoz%QLXf&IS>pX;rnj|3_I*~N3 z6YnII8jE&9C+Rh6UTRz4XRhmeUDxMu`+mOH_51$5pMSpHX115t;qiPtAJ6;a{rT#$b%l-bQFw!d`+AdaF@@6*#`f2)!*lF3<>z zRStw*i^LkLJRg6?w@XROzD}7p=&!WcplN?*e7@`91XJTogH1;< zvZ*_F8Efu@)+B1|UzvU6;b;YQ@Z+=Tu`aI@no-T9tFCql?N?8es%Qd>+}^8Czki8^ z9>%s0c${C^L>sCcRZMUgP)q%}oYKp4?TxRjBrpf1r>dU4-|BX`%)y6pDtc%3dlW(F ze6U{e-bp*3`295|IU&DJL`^ZieGp$3H3b^3i|gTW$D@|)rPYbB4+8P3uYR4(ZQAIK z+$VIL(K{d$87>m6$y>oRdfgoLs6ClZK)M~Ac-kG;<@X&Gs7DaKWo$ohk(b~n`qjMM zS2BH6a4CJpzUdu0X3Fe-u9(ri?6r1oKen$c%<$v8OSLz5T~owqReo%cj!!JDkNb8a ze>{1%CoTNYk|pzR#n(PqCl?s@KyV~r;K@UFkgLFCWKq5MkRCY}|MvJTl?XmMr%lFBG4=vq?Zbo-Wbb zZX+`1t3aOy4HO&Mnv<=`rz{mTQPFNozuf$qSNS7y)OFA5khi|741-9=Vh!Q*>Q&nB zi}!BX)?ay|c77%;ZK3WqOM;?q1hc8zJ;1aiLR2#uS9wQyxocBFRBcTkBDRE&3(nQb zT?;=u*)np2JluA8=|=Cd3t6|+ht?d}C^g~asU_IU&o0w%&`3y0wmb6Z9AOuYodkvG zmz{3AiFRqawA7knjL;G`b%)a~cz5@T<)eS8w3>;FBY#(LGSJF*K#vL20{Zw?Lf z583*y_Fq2cOrpf*e;c_#3)~04-*j0wj=9y1<5)dXG`yQkTIv_*cCc0=CrleN|GuQs zIwkOFAVau5k<1(L*irxL#QF2n=OaW-ErU00{TF4(6K`F6Z`l~*Y2KzfGj3HAAH7U{ z-L*K~(v1}TFy-pPp|h7Dg;vQ;N6>kNY!n{N1Ci@U1$_2%BIw>@hQo9Q*bUvycp zt+00_ZYJtYX3De4FrRtI8xQ6G(EQP?5$sa9)0(v6`_R)e9IXnI^CMMlo#MTb&#nu0 z?|c>`9Wl?Tdeyb$cu4I^`fIVY+T+&;z2xQBP9=G+&+~ZH`9f+~Sr&6Y;K-+SauHg~ z3~%PFoL=Y>PwHRJKG4=ggb(fsrdE9)RiaxZ@f+1wg^cyLH+?G8KW-K#@YGe0a_A{b zZFkB|Q~N{1CGuIDWf$&2|F0bn2zF|5em#!@FDziH=ZY9j@4S6gtq-p~h{=AE$KKkD z8`g-?KECYjudlF?Nv{w0^E$j!^xfX~8gI-y~HtBE*gHh(fgQB ztFyW&aQw_Chsm%9H`bj<%!`|`;V8yWS-d~CY_@#$e3C?j06?gl6lenyW+#cB8c7oy+t@`rYeqEH}A)C&6Xg_z& z;qihDm(gY4PCTKm|510;``+>ZjkNdJsb2d$NO9f5cZq)R>Rh44u6&(z^QH3$uWvaC z;)+}<%8z91xpCLR!pd+Z?T|ymh09rMBVvO8{+8s?3l356R$ocU+BYPt{Zp17NMX7$g$&-diDd|#YrW&~e0I@jw| zN*yZ5*N%Ph$EU>V4wWDAMf7`{QD>F}NzVa;}t-N$|MV+#k{tA73+#)#s z^1^EgO^JJkcX8fNcn1_euqZNIQd+gq&VDb(Jm32Ip_xu-rX=M$Hs89kHC6uVdvcZ% z%5TPJxAiR|#4}0yoaZe6$C(zXTTRA5sI|h~9ZruP7$f^H-TQTN*X!svYb-fw)b&ql zKh;O9OHI5NFtBOSS!RmHbm-+fztXXL3lwkh&T%W=oT0huMOLR>)|5bH@2cWC#a_9N z!RW3hn~YRVlv}^}MB2RFc*-j7jNbY!n^r1~dJ0{NFHNgo4tTRCqFN7iufeZ6mnE@q zaI}Oreg32G<(|Wjv^!9&aS3aM8%M4#?)=-`zFA7A7A{`Z`)cdeuAQFdN_&@(90NYP zggbdWRJL&JJ3r6v%htUwGORXu)vDG#h5grE!^IRGqQ8z`5W&1{{nh)zi#Msf$Db<} zynWl_j&4#y8t8VEIi#^Jv<|Z(pnHyX#jhJn6Z>k59z%A)kryAF?Z^-vDlfT&ul8|? z$&YIL^%`}>zt=2Q)s|uYrzob={F83c%)`6!%h`IEu;ZvQ^p}{xeHw<|P3t5{LAgfa zU4m1F8{HK$`uhgC%kEg7`J#K=D}`C6KS6EP^08iEI_jQo-k7t9d)@R2rf`)UbC|s= z@`MtiVyXP=JH1_twXf%utG&UsV@=$Jy!^fSacXZp&OVygacouoP_WrYz3Pj%-!#;$ zaH-f%?m6tEa$)Fu|5v@2+zYfi-N4$FUQ5F)Em?NB8d`u2$^2uE%2C;ft;f7Dk^st*3CNaqH%+^DNAu z$G7dN4PUCiTX?KygeW`zS$@t~0S>?XwWnZl%mt4BsM5XRz7_sA-^fyTSSp3$Og?|G zJTq@?U1|Ljx~cJpD?fTNo0csoK?WZ=n%}4Cep{=M*Xc;1Vo z@Q#?`X5ZtM-W}6d_A%`*-#fPbN9U#<_Qi^M3t#GR^uqnFx&EMN1}wTxT=Zqn-6Me? zu8l7GQ1U{0W6|Nydf~s`dee$?rX9S@OBrKgpRAmhmyTyqR{YXBe!$n{3>;HwwTtrb ztKQPg2F7=-Q}0y6h-)M4|D@@gsYdO5$;`@W7+n7qvp?yE-w&kBeBS(Tm$FW4pzu*X zF{u}KpP5X*Xc73q_R7Sc4qn;SiY9L(B}sJ+^jU@TRnHhTTiX};ndNUfxpE7)vE9>Q zR5_yifE%rRbXyYJ_S4nV*B;?-s#}`*E)U<{DU5B(Nc4;_%6^=5`~JR#FV1?taQt)~Io!0f zl@`M;AJ|!Fz1%Pft9j*vduU?C?9$_fANO$#OuUwQZ*@~gwJoY4IsBqdkCs36omG4r zsPlM^^#7H)|CRpF6$O7O7L?I@PaY33Lhn8l8lsGLCPc@DM90M%{jLx8D5Lj;#1i6T zfd180?{a7?!X31D!%PQh{EglM!kdfy(mxj$>d;^K}wqR|Nn3Fe> zg@uigEil#2&dAcr&fLNtxYEuZxY*&JbLIcS!nwHk7Y(#@*kEow=fuBQXtlxC+y>13 zziMD;cwAWgVe?=@6#9S8IeNR(9`}Dc>2neMFWT#1Z@yt}j;%MCJ8S@9Yinr^0@ldZ z1{}AY3*vtwIOjYX9Upa+5F8&nH|^+uYvtSu`xmXWw6QX`wQ(@AwXy^gZE0k+0jw!| zOJKH*xwY*-xrXM<438#6g$Kv}c5HZbY+QI;{O{Ek7Y5d#*-=7F!l9TWX5rD{ap8yJ z!cT;lS%PJ2ZEg2&M>K~P|Kf;Vec|7}3l8!XH%tUx6Hs{@)tg}4|(Ldfx$@ZgZY z1Wfe5wRR5G{zYpYY|QQLtc({-Rk~0<8HYWR>};A`_ImA?EA~(ImEtfBGvCT5iTU3W%B5?cog~(;McRcFe!E*;e=;mu zb}_Db{A0-uy@3T0%YJ4G35Az+*eW5*Qmu;btNVL%4gdV)a;iCh5xe>Q0=wary{gh5 zzCW;BLt3UN`f?mv==w99{-wtH{aH&@@3*luM4-V-3xQ zxpTeOlYw_#OKZoEpG!KLkXTR<{{47BNT%KCu+A|3Lv5MswE3sFr_RdFgpiOs%zs|^ zy#KrO*@Jg@6W0WvmA7hG>nDA`Vt3ZXjUF9qppg!&ztnT!SM@Cu+0aXjY2d07pJ3ociqWU*F4V5GiBo2vS;`#x9}Tw@9a91 zGV?uOAb*?)_^f0;ym_>zc77OxOAI~c?elWUy#no`c^VhWGTblh-!j5M-@4?h9UWp- zRQt|xhaYtk|B={#E>dG>B8c{a#Gnfm9) z#3#^{7cFM5UpRSdN+=uBVB+eb%j!*BfPAp}thCmtt_M zX!$YEUaK^W?)#o+TlA}^{`jRUMTyv|#cm1xnqMw=OJ25q%)XF4;jm2&F)9vOf*d1!BQ+^j70Y6&)>T5<<5oP3Cn}W)$J$QLv)k?p8%~LtFfQgPv1ryef#%-<` zzTA8;)M)F}iSE~%SDGC+^dJWHStInHXw6gM?>C=+%%Xo|OylhGq?EJo{F)rl%O`F7 zz1Z@64Ps7AgnEhdV6JhqSY~w4y@gpVAAfU`etX)q_4D2GQ%4$X9v~@WoOE6#BzMGT zdjv_rY^=mAjBnJrBjtMP@}_AlR%x@Ak0R~jx6<5676V#(S<}zUqNVlowH-UN9{%y7 z&1<-|HrXiWf~xrV37wML=klx}cZ|#JO@qaM(aAf7)yN zwR4--zj))?x8;G`Y`7BRN9B!?hId*ahUG8sS1M!~N_G_PyHLG+M`791=8>iBoO&|m8n@eZt4g;e*zCkEOHcm7$lqoWy)xih_l0do z39kZF4O|`}H62+tf# z)$T7%JeB`TZ}yD&moz)4u5+_>j@~w~`qTwCy|_JlPaZfBvF?uD5(_Lei-Z@dolm@c z$SdZ|7P{%%m2AVkgvi{(uDeE?GO?shoJF4}i$1+p@leX#;*>gdwA%OTy`3HlQf>e+?j+5!ZD%F}jW(BG^si6Qh|BiZ?)cojGST61@NSr>zG!9K9eb@(ua!G*(Vw~F#QutfTNdv-c+1K6a_{*4N3Zrbw@qD*efM}+xlBT^FWXk+ zzS26>=koQ;V_Vn2#*fzC!8MIuJMwb?KVk zg2RU4FfTR;{@7QdT=&O8@n`q`(^1^*{W>%K zOZ1Ozdm8GlY+CR#b*lAVl0$%8?5;bI-evt&ojR$-cYoax+Cx*-t5UWZY8ZH^Y2m%BP{>8NOHaMShCr9tX{#y!l>Wb#Np7y zTjyh1pX|5VCtv;k(e?iF+oGh(eTQw>?@?(xkD&St`IoIWnP&H~RlKH{X3YNgd^%+;E61;n$0>UV#PC!721)mXRWz>&`hhmnZn zaO_k6^1L-$k1yGM%|>wNZQAy?-rZx7oCA9`#;#SW#JEiD+vzP54t)F(Z977_0<%QV zb{~5-9((5c;0a%*>VrSrPdT9tZM@oPnm@a{2Ow-H)pV%vJMqZ|n+Ky=V2co5lx6 zxHnDwbSYK{7Yp*0vP~=ZgzbAM>DZ71uN17_zKdzhE;~8jdQVTP;=7@aw~4>1{TokT zsS8>+)bPqE0NZ4G9P=b(-;35;>PP97xb!!xMizgWdD-)^@q!zrJS@Mbc4_P4=BG5| z#2x{MdlR;``dIKZ*z4olk5BR3@g0V5koi3t1)WmiA>Y=diEmFQzqIo|a);5CCtOJh z6;s$_GRaBKM3$A-2-!YSr;Q&|dv_7;+o!F#rCm5;&3NK+NgvX4L#orS!;?QOwe2sA z5Ai=#%#)pb-0=9_FIUF9(fJ4Lf(#PkH$NpXcESARGOy?lwZZMg3O9e8Z1`*0`mO?FMD^ z_K@((tY&k0}lf9s=zn$^m|dQMC`Mu_n~ekd5oYg{O0)~5VJCbzBA~%$Aug*I(*W| zDL6RZn{YJF$e9px+yO;L z`SJ=26c;KftAG<~)DiRK=FgueKVLyXULKr%8vHv#ezAhaa!aQLnqG$#SNyTWD(PIw zLgOtDo3!?HLo2Nh$0RE$YwIl4)mydNWX;-jz@>Kf4vx-SUADPyciZ8;cb|_hC^mzS zgd7bG3y+A6i$9S-Jb5Z5H7%W*k(qTq|H8#f1(&ZB-YC6UcB}mMox6{!s%vWN9zUsP zHMg|3wZC}zXHW0jzJB(*_Z+@J`04YPq2ZBH(f1#dQ{tcSujyG1VxgQI0)a!wWNU6@ z{lC}$^T2=R0j52UcO4J;P~KU~lnVI!YiOK0A%iM$5JobPF9k?Nk`i>qQ;&2SPLrQb z$obZQ8PtUjmA>LM7Vu{g+7YsOB2-E>A#-q3K@(-cy@qgwI%Cyjqj;KXNWzyztz zf9B8s+Y8MUPMJj{*Mad4&LUK>8Wh$C>D5^TuMlfEi%6>zMS9F4Qt8i8(7XDNY^u3T z9!9mCm_09gkyD3mcpT|LAy8im|?WkdhWX^ zCNFy%L?17iMJOo19fHo_=0RO)`79!8f`i-xN$avP@pr>GcC7@Cx6r(Vk5_Tx)91a1 zueKKSZy2-@)v!TGMd4B!45IFhX}l~CSNGu4kuI@>WrcxPWaZ351lZbC{1Ps^N3?F` z))ll8sI!Pi6V0YHyFH>%7MJSZM{7fJ9GDLq5`u3XfH$0W-j+PXLnl-C8z8gVX9BdE z#J!umLJ|pvyJhqz%YsPdW9t&*1yL%^l->yz7q*#2$QE9NW)aT|by7+DXB@ivxrDIInX!oEqEespj3>5Oum|e*i(0&F(tpCsFIC{GpryvDG1TvXTH4hCVMO< z5~Yku5Eujt8m~ZT!MBT001H=r|Nb|sfSYC*noT;5Ze~#NOD9NMWgFqx(sC*(kU4mH`CG@&Fe+&Ntji_ zr`fwXl~+oL$)m{W&#`xgef+!fY$!^RI(pR9NmLeIdoobd6D|^PDgXWHp>eaco)S%e z-!4ZWjOJN{@-P3RxuxOf{711H;UeL)ZT-_j%{UdZHhlEU%r4;m z3V~u4vx-6Y>>Zrh)jb)7+QlY?3q2B8Or*qA(4`%Q|NIgJZrLm%C7lvJi-6Y=vKoy@ zDuta7AeJxg#(o0gB#f|G=s$!C@f#+`MCyk6FGFN!yW-i#ZL6(K$gTlSp`ZyF@=zR3KBXEBBajlHf%N8Msj7JLWc# zLUF-Oc$D3&9>G;-hUL0$740jcwV+f;ORD-SzfR_=G*7FY3l-qiMwtdvA2+rRYC%IS zExnSp*NO85w@UfktW)^riOCu1*;&NlS;YGku?lP(0?ik@!cG9uQc%jrBu)(CBRn#U z-Dt#)H;8NvT2;I@o~B8xYQtLgV_by9srHC#1%k|yP%UUrm?!x zneQkIXAwtoJ!P7+h|E(I$!ex5nG4og6E_6RO?I0P1$s!DFJ`EPb1tBuLfDrg9;Z&9 zmYAeGzrIIO@Aesa$opc}Y9ErYSGeeHTs_(}l0Yqu?wl_H3YUiWCGgvo8I#kkf z0WysX<-(`qr1~Ad zj2HQi2h42q6sR!d;n)^KHK@3NH!n#lry$%JofyLB&WRy#<}xxQrbY44VmPIeMW0 zeW(D_1rR+cu1jy2t6D=z!Y+YKsK7ObaA^B?S%==XtD+3bJ@(frNZ5*3#LAJ7u#1q9 zIcNmG7ZTDaiZVTty@=LE&^EtOybgXMV9bZnE>L?0*@Sq-mZnau^2MtYfBN=JVD{as zydz*}jGEpaWv`fN(d&Fs;PphT{NEkSjYeQjvSfq!1x(&m`XgK`jl&RbsNutA4LW?O z51Y?Oil?i0@jG3Gp=|;8HGLc5Sjd}|a7hoDZ5uCAq{W{$8#j*++{hvur!*OA)rjm` z=$a!C(WHrN(q}XAT>;$x4giduSS#@E%Z#Kgmc3=_OnM?=a}E;ujHOROhzxjfv5E@1l* z4+%mva)R?iFp-N%j8gd7hR<}QwRKS)3124!6(8LNx1rbfMVbOi23od)z+?WO_^3>8QI3t4_VWIGuV?QS{7w7r7aKH;dmoM;A8l^h!{v4$dZg%kNS7D~?LE==|6!I<78dN-ZI6#OwF zwnR-f0PsA?itO83y8Tf<}Rc>P(#9S#5mP+svS z37m@O#Trs7S%v(Y2;b1|vbrO8|3j@>Cm}Zf$%h;J$BvF4KS?M#ff3Tzaa5 zrGU)><77GniD@Kv;YhK=r9pOU<3IBUfJ<8_Dvh=hmxh_Wh9&^f2r?}KRk9qaMOBTG z7ZtdQm=bfO^%l{lXA=Nb7l-@ehEKXI@%rz4Y5f9ATEQEj&t;Mxc;791Av2cVA)|+j zjYMUyWJV9*C@7m>knWQh=qjMM;TI1V8?zfs0SYcLu-n^%QQ(VvFeU=L2C=H$as2*U zJ!Bfm;a+1>3EbP(3;R9~S~rVWjn4|gft%-1ni6Ia(Pjy44`EY*;<(++Hpyn$tE%n> zIjF9=@MfbtycQ6pfO0st8N2Mwy>A2p1_$|yDUePECid3*2(qncC}VO$Exf)x%NB`} z1c+qiLYxlZclATlhLomfpsXXzB9d^tt0)x=YGy0>Ek#X+f=gw}YXKW^x5dNm>!(zM zTbNKMcvup@OJ$e~l{GlT&LWh27*K~VoOE-4xZ!d`TezJ^P#Gy~mmHv>B*suz9wrpJ zi-z4A5~SE}Fk|>n?jS3=lG%j`#1=zBRVNtYQ#mEdiiWGKs45caA*|@w0 z3O!Rp(I!&d`v%c+B+GtMF#iQ6JOqktqNria1o~Gi=xXcBC&~Y}%k+Pj!r>J0cQC*# z*$Xgd9$hK^>^1_2A!wh=6N*%c^F3IHf4{QgMj$B!et#Q|IlX}OgGEumF5^Z_2Qh?P z_0FyCB$)!j#R(H*b>S%fgaNUuy`GsW!QG7*sU-e9(0yOx ziY-bMsk9Yu5bfO1Uxzhr$e>W@P$WvCE)=4_>XZ`;#A4~)&mzUkDj4ZYy`7ar>;g!cjpMkm4+2LAk7{K4F{&T(%7=Xz4NtYcy(ry=OFFGFN=%Ey1i|li*H+=^aVPn+A^? zfCvwz)X)uxi9yikx@3uyVs0e^YX^t!>NB?;#u|ll>ysHPa@Q=PDuFshr~Z@~ z$li-&6#_2DR6tLYB;1}w5CSNyR>(J#Dd_sEC<9HgsTgA+J(;dvO>A&22^uwAO>Zqm z^@HM7vlnNNH3sRo7Z3U442czdT236A699anR70Vn6bJa5r1WN5Dn%^>VzjEd?tV+c z-6hh6$d-wDl5KCu%VCqfaFZaBt~|WhypGR661`cCa=kZ13usVE6I0EGmVwi_M+$yJ z0yR_0101gws0|4v#HX$FY65sl9v0PutDZ$vW3?rFq(w5t5kq;A>%in`=bbgOk8iQc zL}T78qGf>c)qP-qusEC!6?7Ur6*M`&&H&kbvNfdde zr(@V&qSd95D=l6sRO=L6;tD&!y$%3ytR#1HAs+_EaZHGBd&+=a$SBx%2EPTK4=HZx z`&NURM^b}Um&Qlgw$aN!ctn*`So=itTk-EXJ|!Y|!KIS2a85hTHh1IBnwnmWDTqlR z2aye7lj)COzChCFr8a8em0@?8ask-qWi67IZJ@VkPyhVt22}~P)5`r}Uw7z!Wzmh% zK?5nn+-CojekVRqwBT9AAifD&fYu%kTGrcOQcjFP(HgZMiORZiu}TsrNayF1IZ~q~ zkps~;I*X|DOtS4niI0FW5n+`!3R1F9z*UxP?xTbwIVR1HB>%QjAu~;{t%&CdZ=FSi zenffqADhT$`J*HzgBmbH6xr%Ok!)+~;oAPk@N@!;yYwY0jkHQ|f5A{Yw*q94aO7A0 za&iYA^3eC>xVAW=Gi;bS^g2R@V#~zhRsjJ?tYA6jor5CzU+xRK6iEn3T1&e>#xC6U zj4w^t-XNm26O<&b-4bj5en|))pI2{t;l6;N3J0?cmp_%2hy5R{2^eQ^5jc2VIjEDw z=76z(=@1u4K@}AW^q)pEIC4&81rm}ng^%r#1d9e-z&Y)*#Umt#-_;jSQRLh9(RIdk zr^qKofP*i<^JWoW$!ef#O9jjRYokWZv;O1Qs`=Q5(`u0~S!5(P>)qQAvbrQ{6KpFnq!{({H^bQ+(UFI@15d z(Wt z<02w}U+;q`uJ8oUQ$B3ElaYS)IYkYCo_aV_o2(~g3KUZsI|NthSwZGKQ*=#OGY}|| zw}_t4)!lAL9PjH}30Oo0c0MsEivmBJ@}9)J`x z8Un!dWt}1A$mrF9fNu+F-u|*3QJO&b`v9JjEs>s(5>dKIW9$jB9 zLZ{f^7sEq4;JF5X!Hm0Pz4RQ8$G|^Cw|nNEs*@Nq7gf_T49y|M%m(jGK=852MFF=# z4P;HpW>}|`$Zq9uvu!6-LD@GaQ0fYhnR>oi^%$@A%&T>MH{UOGQ9X{#pY?3UtO5fo{CzH&~@mlqER3OrQrcG(8-{Ioqz~54?Ln z5U~HVJl zp@dDqrmpQ#k!^$KeKI4Gx%Aq7CSRV;Cwv9*uHrM+29#LcF++7IzCYzQ@#&wvm{kzB zS!N9<36Sc<0)hDxaGFj_&;o+N2zHsMPGTB{af#)1sSf+>CQpDzRO285BdgJ#w569B zg@V`6zLxT(iDFD&BXYRdL3&wYDOREnUiEjY@F72@9zAX#`&4xi;Hv^U^@l_SUW>gVvXg0f=Jg8b?YfH1_f1=IDkPUkt@aEw*@%RKWOV`p z&7Yjfw?8a07^Fevflq7uBxWIpz|c3(B5ZK5-H=SFS;&Of6iAjN@S?8*P*9YtWL6b` zexhi86HcEJfzu@BKd;B-$+Z1o&8EV#_H4{1sI-0BF0&>|zj=B>V&j{EF#%=v`3_cN zXohWOgTp-{yPXN85bK)gs*>2Ka9MNE|3B*I|FOE-SBM-3G+I%C(zJ?s7^Ov=;4@mg zI8U2pCh$uh5($^?>BFj%mO$+6Ml1NPrxwxION3224dw3^p_AeQz4@MJ8ZGRyNG5lP zL1WMH+Kt8}%v+M#?GNF;GE6=zNWX9W)O%bq8eYSc82kY+XqmK{Qcco=RQ3X>SqQI+ z7lX1uq9TgELlF)5f5-6^`o-4{}9 zp}_n751(!n{z_(ioPdp)5_MnkW3V1>f#pTXIRe>bV6|ke)A$Sw>Yii{9E6_ZOlo05 z3yyk6WC1%1>_E~80ZIi|f)%|!CqfGs&~FkG1uK2*HpmS78g*e*Ymk-)O2Eu)u)IBn z)#=7~%2Mdi4iG$cVo-b~?}fjyh0N3`d-ph1JC^%a{7{@I>Fro*V33;GR>2%v&po-tpQ-k|4$5wDackK{)%an6x6o`pD z#bgprq$8-KGC|3ohSHX70{m5*_yw6>tkqXNaYnYf8s-aiF&@GvaX765aB%Z9KACJt zr1|y7n`t%;I*9g!b56esQipW%NZ#f&zFDZW_Mf2^%=QAA%3N{Q4tId}Q*eh`L0Kzk z2T>kUSWNYxK$0Sij6XRq!m;wk*`RP^z#AXl9Q=!-23SsGRZn%r#_<3ab3ub?MTDUO zWL|P_)Um6Do{7`K0+~12jM7wxs>Vr{3{pVM8#LMk!YMq|R}=twB%Iv}$Rn4(aUvB| z!M?3UuKc04Kx;ldhpY~IgoGlr`26goHf*R}_^R)r9R;prd$>;Q}$6u?t1CY>B7PGxgMo6hQ|lW>E`dYb4Ha zH&nVs#-#ui5?*z*6v!wKq$xHuMIZnVQ74(4c42vj3H)$oM-W(vTB5DfYByf4E`Yea zDMnrcU^uIX_Ww>p@~ax^(=$ynNQwMF9U(fW(RK`_CJDJu+}K(eKh^$i>c7I8APS)4 z?X0e(L3uWLEh!Q%0QUu<(~JiAeU!rT06|rd)8GJ(J})+q4fNa0BGiVt1C8dQqh)`~ z?PX#9q2lxsf>;{t-8O6K{73e+uQMw7y5llV2>?Y-5)+W z*u^VvaYu8!TfIi@3Qttrb&kDF)Dg#KgZZhZBg<-YPinEVZ9S3uVV`!dt2??UYObEf z2fq0lk3v9n$+B+XHV098R)aNf93}n+NsEE-q8>H~M0(7A$X#3r>7+%)8zgwu_I!;d zc?cN>ByDI2WHLT%9(|)=zbG_^K!e)6?oFO*4M&i_`jNqzo@Nvb@Big+Jkym0FoRZKOb%vcf)fHhU9wJ z7N&XxRu|GL>Y_IMA*5>&8D8DhpZjdbiu9i|fw1s5{d?pb@oH-}pU=muj$)TX#k9&u zM>0c*RCx#J3Lrj9G85r+UB30O)Dsfj#Ca)&< zo{DcQg@$~fglvq}VF;Tk$`>C8;Xoz1@lm?wxl#PC%xTcFUrX8~s;ObL(ig#7+-hj) z{iqi@*_izTh9O+hGUzB`XErzi`-r_QdR^I=U?EC7(vg+{%B?OfBF*bbKgL-=&?Hj* zo;37LO{hoKKl}XU&b=|mvd{gccO&e4?bvMV4_)i;&j1oA4;D=F0y6ktT=o?mX15F~ z0dpj4XzwqvXN-6EQzDQ#hI*nXY7)l1^ri4AT>-wj6IKb1Dsu%ii7QZ~;vQgPV-rfk zPQ6azdFc2-af6z0zQ~SqzR5%KQBhZ<&h$N&o@l|_6UlOY$eGG3Y8d(gY@8dK7AagHemj+g2K|2 zR$)t`>@sZ!0F5Wy24rb&e^3es7fwklO!)e6W{s>J&*2i_0U?Srk1H;av3dy-hj>75 z7<0XRwZ=6PGg-gr(iLe#vDq7-qhLjZR?0((&0K+Xc&xd29l-ub(P8e)sb+5|K};@{ z0M9gm#@RgVYLYu}S}P!6PkEi_=IQceN+=R3IV=io{bf#~KtHzvJ)prr6buLu z!2himt61E3pTr#gWWJp>qVzlvmJlIS71wdw1~fUq zy_Zp%Ry6DbX^AAQTn&4j7NFHh_EI`llSu9o;Kp@Cp3ZM<4V=9mK=UzavcX-(#3RTEiJtUQqbdo= zR=ChEY9o+CAOasx+qTdR0lF&KeeAqvgLINu%} zTqi2Xs)-71C7brg(={R;Z{11w`WrFuf9gnd)A#6V_a>$2X7Vzq z^5H!=L9maV8~?sxc`Ve`ihG5W=z$C_U)qm5)-_<_F0I9`;7GH@G14@d5z)PsbGjBl z{Wmg1UXXq+q3z7w# zHscxrD46U4$ubtI+X7pb65C}OT-XljZ21$jm`_*MeJrLn{_P1ai|7&ew5D-_s23nvLm@4 zSA!dO0xP%~ z25atGS&FnynlJVo$A9%O9tZtHS!dOE(!4C$5RL~j4Qz%U#|dZyDl9y-3&*hr@-B8g z*iCr{B6C@ks`%V4DhUfpFOlz8CS>hW1$CvzMeXVEhFZvaFz&vri@w0N6W7AAWl|-f zx5x0hadaj4yMB~@3w<$pBXO(^Km1!X`>*mB5C#F@^YL;--@gJrj>nXT0oeQv@Dr$D z0pXP4*j@hs_*FeNDCDreOVM8ezp|)oq`wXTzD0o3`U(kX9XI*ncn~fLD-W$=gWZCw zzyz{H@Kqs*Xy%m}FXB^Hu_a`egadK1m^-G;37RVjCs?>_pm%txlMcd3A^aK2;;{!5 zmTNhjzz^ug+k^6q9=P{Vs8VqeK(pv# znkq_&OKOyp?0_y(C9AO-^-n~0$ru+wWYPTR#ilh6Xxq9Q0^TdSC`pu?XG~?< z9dDR?^fL|C zw?`dc7x6unVg2Va9XNy+s5cbUr>#O?3@5Xjuqx1ZxT>W)yx6d}!A($lZ>$iPDnZ?h z(8lWY;NJX@EfPxer%)*<$OG)2>M88M&z~8i51>K2slkJvyK!5$WSy;nCV!$yH2@D= zmj@85T1KD=Cphz@K&30A5ZStE+W_lST?;J(zer-s4*-NGg)h$K;q-|ULMtMD`s05A za=&vV;}w$QEK>o~A^#jmUSWX2x=Twbk#l{qMc7RdK;ue1UCweW&J;@Vt`J4C-u*TY zuwFCZVqGY`4m9p&5d+66*JC_xQ&@c>S_*}40Ig<}keo#(V%Mbjas3uwZu#U~L4$8W zNtWpYp}+!6ipl?=?d!vuIMaTqiWCt70#ZR3tyNUSv=yWRX4YDz)@o|4A|RyJRYZ!} zE+V6ZjDiplA=`B;TP>uPDz=EJ^0i`22n4dNtr0;GSV<ORexRV zhPK`(d|TDQ-I9dr2e@}67JyEtIPi)0_tRwC_l~Q8GRW`Dqf(31i=?+;!vN3WW{-gb zKxf2I7}e9nxKX_Y(nah(XuUR3e^sq93tc51v|P^aFj=8~crR5OKfj+CCyS_96$?)e z)wK5Say+bXTuF_2=JH3V{()Q{PXA8B`looT3>>!$Eg(N&ChJmWqeUiVks7}wnj|&g zlO%ksL`9w@Ch>gwL50w`3B<+0^mlE#!Fi1T&{6iefaB7aMgp@-ROuNeWq`Bjolih= z$AO$WC-@IN9kq2>^Fr(j`YPwmFQ^Rq$72H$vb$hazruvIH)8akQR4{b zV=O#L(idg23FWb@9jX@VKa^&~1U@KcBdqJuUVEry zKf>XK9gR{*W0^=IgtPWkpaU@Eyd+ZVqS?nsVX3W#VhrRdsd8`5;8fzya-!nA z);@Lv)1_C3!)IXUr^J-Bof4JAt~o;_twmY%h*@3~!1(|`cS3upu<0vQ{T8j3=fdNt z{5YN3uv*vDoLW+=T4r~^7JW6yT+svo(C(kOdEDPH-V;q>qN4mOkawi!2>`%p+w{c>sw4?3jwW@0 z!t8l^PHEzMFIQ44qdJy1W3AiNA(EAJQ|Z!3kvHOL1v9SP=Fb$GcpT3I2m#SC1-&gu zJ_+Rr0U}Y_Bf0OfDe7s&14}|fSMB4mr1r!yYZ@=?`hfp4j6h>0OWc^^#W+X`izl#)<4= zP5om+b2&Df$+yI{T4ze4Z)z@8cfZKE!fSac1w+Bi`ggdlu85ku*qiXcM5E0Q&zwsc zkp?&3e&%xP;s3`pqx_DC7RlI|<+katE;bGK&sU7CgzXzx-7XG5xsn8vsP7RKD%;#) zoFx%a?=f3XQ|k@Ban+)|(1Z)~Slso8o=dssMsPn>mMJ`@<99@;zFE{Zpa?+Kt%s^* zfD%T4=sS)LsQDElWn}qPjNzXU>5eK%Bzn%I`4>XEjGF`Q~t{MdTgxr1H|PwrHk`(tu;H6?OSGxiP6pf6slA$0>O-`G>{2(&wF zwHqIN_npPT$4$p@I(?``ac45;Bk%XM8JgfNt>*?({LvAtR2mFVqg%4`JnN30gWk<( z>rqfaMwdM)FLtSdou9$%+B-0&I+$Yt9lLr8Ml0E!)x;v{43ycbo{tXV(0X9E$9^7| z;J6Ec2HQ2jIS$jI6aXA?ErIfK5G*XS2Ux1dp5uzIjsizL*#eU|^&U#%LQ~u{T}w68 zE=dNRHB^E(vi_DIcpU;Sz`1h)-wFBnAjLn%I;dLF>+vF;PtGSyTZyN-%69*eJ>m3MDki}TnFX8Ax1`Fs`+ z`!?+>*qyIjki2>GVuaC)Fz9C7ADqSn*x%+1BG=e3dn7vvVRne)c!!xD>ox){5 z`oLG_>$TDL_Qdi6U}QkJ%$GIrd_{YnZq5HPg~)sKCMeY+PuKESch--Tu3i7>h5fbB zedapZo&S$1{XgycxTl9V^eGHap9=)=Am5A)yC}Uu)+zE-tLzJ<*H57Q%`gL>W7jcf zm3m`Yh=2J;RAoxCday}q8cb;`X{!+744*QV?T?X%aE5?DOg9$Y)loUSEKR+X=vti= z^BVp#X)09IovgCM^sh}McNmTa;_V`D$&A~*mdTQ&TiilI*e3O7Qje*^&vQ3Yd>DMp zcV}qfeo^qYbb&kRy|)*iX1-aUvA#nP$Uuwl8TVdeFT2{r4;c>JHI$!auzl)00X3Bv zdMyYL@M?e>1fGQNDzq#>3u{%>C~LQRrv;=;M{Ae`kJ=NOWY)-Bcfc5f-s*;i%uMNG&uv@d}i#=?B0^E8wQ3i_#pQX?}|p1U*>hRSr2jpb1hFQP888-O|({*wF;L=N6xyICsqj_rQ zH?ld(pJ4sYf|1XzqT~ZSTRqL49Gpw@E`7BNpwN;`sKDNLP96?W=9g=fuKZ6Bp(t<;JEgD@+<1_ovMumEE|LH~q+;kL<)|f# zQCgCF+4&;x*ewp2w4Otg&+N4|XP0rWA?wD5##0ty*TV&k-6Z9YNJ=yo9QF<<|JJ{A zt05R`IV7k$m)JjCxfob`rA)(C-yU<&z*#5w|P)CwGM4x1~#nI0{bl=#DD7?u~{n zHi+H~pj~%^=jwP6Z8)4t!~|51%a&$^$-N}Y8Dj@tr1qpMtR+h>T!fR?ZhPwNl3-dI zb~J;gli!bNr;q@b9a=*uKIfK zcqMjo-+pT`;4BZXRqu%gXz4xm;!jkj^%V9gY%kx!pVOQPe zlwYDI(KS?_&dLAu?}dE+22|Hx=?`?(1WQGno*0CoHN1f8ob&PSx@rR29A8=~ix{cc zsS_+mI>PFqyDT%}VDHZ9Nxw)CH^)tTHv}3G)D97^ydrmdy zuYsoD^ru7FP_p~Qx5=nC!L)1%w;bx}$t>o|(`(o|~%md#^_UTQU(JS=kb=+Uk zE;@$dj+l7Uf3k(l{-!6=I9jsFQD+eakgcJgBOv({I_DE8-@+JlBA;O{1Vp!CjIjtt z|MZ%L%B-Bv><;Kd{o&y80jySZSmYMFh1R!d0;I38zzbN!rIm9)(g$Fojx2`B3O@$z z%2$zqfm$g=p&*12H2l*zMPEGGA64+-lZ-W47$}`}10EHr8;=d$32OnMykA76j*9KC zv3nfnxyT2`K5V+$O@jBbq*?qT4B00GJ3w}@m%OC%r!epsSUnKA86AP?WX5pHRN$t5 zSgnhWW9Lg_oZii4={f!nl^F{9o>TK=;g79n%74{7F>dX`;|l-SRliD}CO?Q)e?cex zB6;c?4h)bz4u8?`PstM)a`M4ibALkeR7Hr_g5*i~_%xiw>qyflxE~;bqCR~G-q_Tk znUPzf!K zy6)ITwP1%(9GQ{3xVNJjaPOBTJ5U;B0Al2SY;nN_I&htv7G|FZM^%)-GhH-GvsY6R zg3-zKAsFLTXA%`QHeW2xV#+PMtEg`u2YDFWSwEDSTQht}BbWT znzG8g5{Hp^M(hRvy|rHxRU4nVEEJ+JB^!WE3~p+ormYe8Hv=TlDu$U*Uli%cgcmqO zn;#{Ww>AcrojE`9hx_UksN&+@UU??7*)p}%RFPYIZ-cqj6(>GiaGG0DMPYM5 zNo{>;daI_-$a`!>YqAtCuxq*>N_J35XH00<7_E{9NpL&wNCb#1mF=f?7dT4kCM~eQ4nrSs z%wpdMSbz4ZEghGlY>K{pk?tQ}sJEvJAAbgm??3PRf>Gd)e6*s5^Jt(%cjTttQhbNJ zFWsD4v;;_BUWowf%uop}SYh>Z`AIz4LPdnh5ZAz&(Ri}@=m!at}iyZ zibyqU+Qh-%nuPr$`s{HSctRPwPHmf&#M_;#~m!0DU&a~^f?i4 z8Y&e86Y@6E3{^rVC4Un0{{;8K&=>HYzJrg_kMqdXQgC67Ho)5WvD3)~SmtYF=FTr1 zmuq39Ho&k~r#}*j%>6j?N{hl&a(^^MFh`l7x3x9nhZ;h(uIhpdfPSb zX<%3(vxBB)g`yE9^JJ!rOzRidv3Qiy6DH@7Dezn?QP22E81 z`k?_#;04DS{6jlggw@53u7`e&0raY;8eFv6{%pNi4hZxgNstKoT%)HJm;trH=~^k) z@5md_m#cAf+O!(_gvr`|d0siim&I`6n%rIlKiJ|tCua^rvD5L$3 zknzx%+!Wr4vhX`ZXyHYf{iF6TP=1@HZfGOH8V+Un#3s1g@gOW7@#D{>2GwU`t3#cC61?GY2N$yO{+v}-@)A>T{Js{hf`u4Rrnr52tjJ4&U7Gl z(^qMSQqG#?t|+rzJ;{MraDg&9{EG9p=k6+?EV#4AfOYi;HCSr*-W*a+}7B9`$N?l=GX|OpZL-uidAD>OH|?b;n>Mv0(>x|7E3`T zUr63zFr9EJ(I%wH0*$wHD!a{bSsKQ5KXbWM%`P?;liq^)(k_vwbdK}}JgW(U%Sjml zqJn-Si8EP?n&a4I)onsovh`kf115v$3z)}?0?QOIl>umH{6@0mCTGlXRG;g=-;@Xf zDO;bTvO#fNJr6-JfDW%u1&5`H-_J`yINg8Y}-=N|-SkEJrpUeAB42NtI;WNvQEy2c(U%+E}7@*dI)IJYa2 zR+)MQ6JHQu=_l&Uo&`hNPo;s6;4n&qXakv^tT(WJzHMY9a81wIlzrv4NM{+*Z7>@G zh=4c-KN6d6j}xKy_ZX*3gNXw}y1)imABgUqf30J{b}YYra8_sR&MdlZ8_K2ckGxFa ziRcsBqSOD+(j6xV`aEg+3w)aGBpBk}6y?7&d}uq6EMM98NZz9zKlZkehsWbjs4LE< z8CKr=qacz^58Uu$rSfwYyV;NvGqN)5tvdBB$rjKNByK!o5>0v#xV)lDvJRa9wEvP| zg(TfkkDF=~4ILVb(t8-#SUgSG&od7d#b$p+1W^3L;nFb4PG>8bR4VQO9G)+j0XmCd zTMZM?(eI`OEdM~i{&<$qgYbw`b=O;`5?cq}Q=eR07QFf0@+YtgV1wmtm8^u{7jjyK zt7Mb?Jt9+w!S*$s!1>qRekzj1ro&8~ZLle~_b`mvv(O4m7#ixJi`Y?cZ$ zKW7i%u7}L&gh6`c&Uat~K+zkw$T~!x=>Svnj%s!}w(@7^*1g#)!7mO6$Su6m1JT(> zRUf%lx5b2sCJ_~}9_QH)(Lu`#c+Xzv6!gqxjtIR5lg<^euq|#HYd=fWnb!2`cxbn% z4{DMf#O7~;^W;eh=;ghj^>!B*Nmf~m@|0k-^Q)u;vh^|?K&Nd+4`R2+hIa=zU(F1{ zmm=G0Q}r}TP5cKpo8XP-aGoE*W1Gglev6w6_hEsSpX(7!MYtKyhp7%XlNfhh<0;t% z$N#ImW5GO{1!hu}2ED@zM5^r_wC4Oa zp?RenlA$N0IzqLaH?st*bs?X8Z2fe@PeDW#x66&J# z1(Ge?Zxysqc&FO-EtK%Xunwx46-C^lbg0^b1;e0;I6{ev$tK|#zh-Zv0NT={JZjg& zuUrdkr#~OLg}_cf0~VDIsMPgsPi2Sk-SVSP1M-xT73auSe8;YHfF!|(SI;60TWR6b zF(;--r$dE^q{nR%kSK;YE0D0#}+}xT7LsY~IFo5BbWa`^5Z<{K(vFUEo9I z!Sf)3uUx`-Rn-tR9Vv@%Hz@p(GNDJZ?!tppXN}+d`-2?xA%Di`Ee5oBXw(9qdKRl%u{KR@Jc(|vrYkS($TwPDU{AYyEQFV4N=BHk?H*jlJ z72?Hp@4uduyzJ*AYn-x{I;-F`VB_2tI}cgX^o7wQ!jM-P3AQ}wgL(M_x9MN;Z zOzy)1s0|1p}46qhBa{s7m;nh%v#r5Ga}8VUvR6Kvb^U zaGuC%X#r`7s zfiui5FVD&LHH?o10o&+4sBmi~M@K+0)-lNId}6qKzcLt(EXos=m^^)T*b9O=353*` z)QvYu=L{#tABm00wTLg@Cq4E_Qt5$K`~|T_>72BmxkTeA`Vo*x=h?Tw%>dwY_UKT6 zY=9ExNmfx|qJE26m0ju2NC08t<`Tk9bgyp1GE?>8ixJm<`2B!(5JRgi8BwdTnNO06 zBQ(Y3idmAmUrG3Y`rrNFEEy5u6P@ zH5#Y{efv(j4mMID>@a`}HIz^H-|6bo3$^Mw+u2uXVaXCMnEVj!+zfYp#{7jI(-f=Q zsh_gKU+;31Y2L^0jI_Y+dFBE^PdN^`AUK6ghfycH&5nD48{96qv;&@-zU)cP2$)qQ z@1hb%=|!aI$X0`*qTpjlA_`f`46!f1Oeo?zS=d|d0ql!ha3!Ay+*>^^>I5Gz>|t%X z#$@65K|CFd67F~l=8`6&frHowir0UngYW30_j{VaiSL;nIBp9g!rpP5WmoMo2hY<5 z#(|alNsh57k=JT;O)?^DyBg-hKTFnq#bUHZXLXTmgnwwca9}kzZ2+E=hvQo87KVHe zL2%_J_I(w~X26!5Xea_PHJEgn@j|H20UK`u;12@qqwF$zG2btlSipm@q@lLT*{aTq zSyzLzfv_!#ST7DHG`hi15SCpau5JbqnYfiaM$VRGpOJ(^+(?&GlV7Y}$aTRYPo;WW zjZ=}_>{iCEaTHfQ2zjxG{6;kobQk}`>9_P|;iC?LWi(Lm>G{3cDO*1It9R?zE> zX!%t@npOi;2y&pj5_o2N)jYret}||m8I+qeZc@X^CZlhb zVkWz$yj2=qhjuZL(j)&+8cPvPkifSCH?v$}aOG)T9epafP;ONwbHo%JF4v zwmpeGz!>z?(L{p<}sB{@V=5lvbP5@2(x#gihFBCW2Z7ScyqiT&oKH=zA25+O;L!uqfjst7RRb{AkykJIa1@m6=G$xGfg7{%E_=cW4=Z;EpPzF zg6g=)hsfVdLw7Sb?Gf5N6h~*bc7RlM=2c4LM+{JF6&CEtDLB)jDC=l1nB1)`hJsTN zqq4%JkfmU5`h8pPx}7}d$rcY8suO{Gqfm&as8Pbd0{5W0xr_f5xTglk1YW|; z11)&y|0Qsb0s)#If?er&UA^q ztiQptx}>5FEgEk^2sk8Tl!GMSGb9)YJ4~M}YLzZTM{>;aF!R3ZukRA+phM6tKnWpo zlj3OQ%gwZFQ@hCXZ|Iy*$Lq_qZAWAFJ?sHGYP8cHK?HF#<2#JSA{vfJe-o&1RKX_e zm=dj41)DJp$+^WihGebk8C{w>5IZL4Y=w=`cx{Kx@J()B+gM`7?N2_@kK5s?G(!Ip z&G|?cIZLYvQK2Xs) z-XJ8#lEvk^z|_}|tmr+VA@EB=uy9Ar@S^N*|CVO?Cb z^G2=qs9_P0dyV_sQw=*0?CYvf%haAovOrNceuU4pU(lYHe9%Y(*vL1-i*(cRc-Lpa zgxD0v#L2SY9i6%c#^ay|hvEu;bXuN{D~9y;6;6KsT`S^8jeP{U5CZqhjN8~`=7f%$ zLmQ84_Gsk5mSl~EI+H(wh6i8n8I7HLW< zu>nZVwTtB zQv4|mLq}p=gKt#Oq=}a&ZjcAC8yPSM&FV88tWLvxxG1DweU;gG)#ADNoo6mdN)#GD z8bqga?pN&d*igqOg6a3wSl$3+x7-4*ofuh5Kjvn4OP5P_HFrjoU`572HX)T%{xhZW z*24kN4<(pii}j(BK%Ksv?l=R^-~g(WztQf@)zbWMg7aDj?_S2e%5FoSGT@{)*aO+M zNT9g%cQuB@XOP8KjC?Hjq3N!%9q&>l&^CPs>CJkcWjE6&ui<%;6}0rhP{&DZI!l@q z?g@J<7c*0*$+xW$RxiMOr6FAnVt?X#dtzfLm<#qm{9|MVfBjYG{5){o z_Kox1tH7B#wzrL%dICfgXPbZ&4Vguv9QF{pk&$_-5^UOg@GhofiWuISkAg+J)qA zNjG*5*i2$^Tn{2IQVWUFHQdtS@kdC$2~{&Ed*7Is(0EI=lA^KI41s>CjS1vr*py-P9{GL;yBUIOg^NYnG~*w{3nyY zksc}l7D?ol*849efBB)c`9Qk7S@#Q*-_TVLp^r``-(%1GPsltREtO9s2h1f{Z=fWzP=d_(j&Y0N3*P>-vZAc9<+_F&R50T3_fYL!RVU}xNNcm0-`|TNWW$1 z!#MZVbb1n6We*2L$rrRKAkG#SgDBu7BLo+MmtVN4LGf-#KqJ$1tRC|sgl_^n;qm6} zrS<&DPK{z9JpcVKEN%E9HzJMAun56c+b*htdhgF_N$pJ$DC^3M^m+qG8L*?|u9fMW zx41vbR_T-*jpD}=!44Y?De^6(hhSPi+PoQ^aC};g`bRd?EI`Yf%)BCOx+>-j*}94z z(W_^lXelTCs&Tr6xM67NA0>ZW2hAj^(W@8#>}UkKva18aP4NrdO-f)@ExDRi3pBC=N#(j>RTXhU1kUNb6R- zRJGFNLCz$Uri%r*EaFF0U=|fVy-{vHjTef1Ox!{Up;S2Wr@YU&ZVo2#f+Xi~IJV5b zL6Qv*058FONXmuII4%_zaiQ#*I_L|onnhq(3+~#F%V5b0FpZ9frNL7C7+r^k;%FF^ zdW3Ac@XV$D3Eyka7ran=uA@L>`c6KHfOMWzIcYj$tT(dZ*r+w?9VTjY3_65Fz{A|n zj|2+KM#T{s%eFZ_S0y+ms0m2Tg5GQ6)h>zn4A8fsS_q=)*B|>*t~L7AThSZg4OV|L zUUNyv&VVU>9J-D%&UghNf?ZC#lN-pUUjfuLjrmhbh13ivG+A^01_BL)XF8v>2Gv}b8`rbMcld}=#888 z*E6E@2O7C4bandzX1Bt0SGW!Byf8wxVeE`$wz+^u`(-+%Bg?oBbu^HYp&bLh|RAhiT;x?hXgK(BH%$^`6mK!*`lkX}=) z@#e4xko2GgQq2%Z_*x9DhWuv1HQ1l!dF%?x=&}t>?l=Sx3fVvTO=jvJ6yD1BkwQ$G zgl@#|4cd1gj6xljAlaxAP9hbU-dYCh4V)K#0X7*bfD_xY{3{4WG1g;p2_97n)V9J`XusttwO7drj6rMj6nO`x|BJ476^v6v2mw$msl~cGr z!OJ}n`2PlxieXlCq#3GNOekQaACfmSId^E5rZA2_!|6)8 zoN;^xEm@GWi9Ht=!7|a?1QoTQob%^i8CJf zdTHuvdZx^zku@eB4_HPdX$7+zn@@i4(1;F0u&Dusk3(MX$B>@z;eN3!u^K*KkQ9b} zKMjR-bM6v9rm*w^p=moAGNq9z{X|&?0V*HdQiWOMG8l0*Z9hryb6`y-c@59UZpgSm z=*_442Z-#~na~2(ml3@~XaDpnq|=ZXxfiqwP0@J1Y8jJn`;+5yZYhxuV7}@WyR3@n zvS1JzKDhWV`Ts@#D|eo~Q*1qu-8-TG?QWR$K3p9E;@|q;8B_RA$4IRQz&pn)r@&H* z!|O!p1bI32ebeQFPo zwkBrFxW&@$L(Uf8oqfac`M#_TG2ltEhqG_z#%=8SJAI>+T3_m$a7z#=d7qa4A@=RT z1)UAy!gVNzK4G3g2v;+;P3;>p*P>cFyA9J~Flcb@L-sgQy9RnOz-?bbL4aGhwUh3l zI^LvV2=`_;Q+L;nvvJF&&`&a-PO>Mprg$@|N}t}WXD-hX zc1T7l^~#NE0Zt(dHAFmfaY@&VHrPWsy~0KF0WNE9YUTG;w@5LxgFg327l;={kk7%D z9h}F_{Z^h3ntYT^f4B8YuWBV#3U*Xq7#Ig6(RECGi6B&x3BbPixOyS8_1c9}v3ccC z!G+jhikwEC#@JvSCiKH#$nfJ^nzZ;~^74>Qfi{xA6&*41SU$6!n~^bfWZO6NP&-+w z2vh}Ep*s74XD(}@L|it1H_pK+*cL8sGxGLVEYst>SXU++fDPQoX<_B5HdMEJ4)s+z ztL04$EwEM4e4F#c-KPX#*o9q1KeBy{9A@5ZB9#izIYU|6w?@m4Yd#S9-d8*a3|!J_ zaba~kkILY;aZ4Zojt@DQtIy5~{ z_-W>Oly4c&Te2^9s>XHRsT;XFO}+BiRTjLcJTWf60rc-7NXtG4GgP$ZeLxrhH0`%g z_~=)3>KbOsxB!~fPqLUWePWdCbBJ}Pg{IpVo4(uz!*8$odW<8d_0Vd9Y)M>uzWhM{ z)+*@ug%;9386HAYVWhjW<({5)NN$JeY`HVVyH3u|XtI4I?mKPUEd~kX(FPFIEktKQ zVI+B%S))9r%7*+_^mXqV!2ItX7+UKTriDWyT5F0wP3G7CuuMD1qc6g(KhuVvmQ__h z5QKMwJ~|`E`V=^zg%?RE0JQQjM8X13Frpj8XpwW0cciw19tHM1oPd@7&f7UwRBwm$ zA_kPXu=_!Y%X2DmZ#;UhC#&M!fAns=^>`%d^vKAc!#_W{<(bQiBE(N+XWI279nUN4 ziH>Tk-3+rhxkFx{q2&)qryH{kEbw#9FpCEN4Ml&~tH=G+ucW2;GkSo1P?dQ~%A9UC znZjlLM?)4|>12cHOSKs=IS}IZkmX2up3pya0Ky=`O$A1}UE~3M_&)wXfT@?A_spdc zlx$-d+RV*nY7GODIC~W9&bWcBeW7%~RCCSiI_FT>SJ@A{B`XB^I}TEKp2ADqkjsx}tVO=@Kps3E+j_5a48pgIVgYMYnB$67 zaAQTJ&@at+uNd}c7ktNK(pO=%z1t9+W0N2(v`FC1wQN<-p__{9Nx1eRC|^s?lJfUP ziwh*Pa>JX(f)7&GV&e=p+>G&1khxI-@ePtlux~vH=C#&o@uRWvmTN&esQ_{&8ia1( z{EXye3VIceBCGV|Wc4DWwA)G59@RjDcKpH_M4EYCY`EhOs`vMkWsnnxtcgtU!~FA- zHK={&rw40T*V_Ov#(I3YUDIZLzTYUx=!Du&r6r=Scm-9iGZrNJ|4DQAN9Ygze>wu+ zYCG&o@ZsU~I#FN8FX6s#spk+i{|xsX+iwkqrgpF*{nv2c^MHSc!S-#{^hf_1@4Gh| zKm0g1ZX(`yBKg;u?mO_G)c1~LbDqG_<}C+>j^I@`1pcUIh22goz!AZ0_;`9pkS&w8 zm0A{tq5_MtXtVY!so~U+GqU7O38qY&NxH#ZPdSz*Sw`(e@ZxHUOPOU_>8zgKwkVP3 z#o8y>O!A8#{o?Prv3?+dd}I%TpbggD1S96g*Rl+kA|+`c4z5rx{5;*wwIJr9p?o!Mj0<3-P0 zzCXcvgu(mhcPd^@=M}T0i|&U60AQC-$wsk*=I3kGe%$r=M62v^aP*_r=C?y!a&l8G z$;!5CF>#IPQ?n=80ZDBa1pMKYS*Y|PyR}RGJgQ0Vj*X;y+sjYRoI#vOrg>;S*z%1N z@^mHmq=xd<-UO}-@j$+AMf}H*=b~vKi&a?dT`1ZK5T?xY+MBZYR&B$_j`A;wam%FP zkR^1t+7~T4LlpM5CqCxpbvBerN3^8p=S;kgoc7G6ws$lbnzaYcY#Y;Q#ngIHK7P3x znxcu@V^Gdo(6-jphP}}Y2uR%~`tMI24n+w-t!ppcinu1ytLJPGK_TqkUz1+nKr8d+ zFd=6sc_B9os^R;$SblY`CgnN%7U#kCvya0PHx|bzxBlwm&{&?i_#O=4elc=vc9fcw z&gYzv^(c#DpLtK;^D%>C8L5ks9$x&uy*51m=XV_P7WcC+I$3=O3i*deba*+oD& zg6th2M|Q*CMF_^4xSN`WhjLp~o(hVb`|fLIxp$g^$6-hs9@b*?Qmr^o$e{Z=x*1aR zXlr4Hc-Q4y;g`5-lKzl%k{Fj@xkBQoW`@euo)X2*HF^v9(wiYKqO<4N=eyWV^gzc` zy!CEKZ)=JVJ>}5DYO~_GJxySMfq6NM^S<8@p8fV^)Wn3foJu_sffrof6HOlG=7`v& zTTk%&6BaG!sq%mRy5bCpteco-e$KM}Rl)g0F_X}D2$uBh|JO8=d4Z7W1{W}1mooo3 z&HS)Ap(kto^@(X_pICYE{l>h6coqOO(=cdj6-NXw6PfKK{kHthhz@g3m4?F_9{~n} zpMWu*eKo>$&3c`%4q4ws)f83&fJhdd-5%n1d%vOZU3gFYU9fZ80^#bXfP@EFz~fvo zH*wt&$-1+yZ*M&FbFfI&@66 zt{O63<7Ur;5PHiT~DzP~B;T4f{Mw?pD+l_RAS4l+?Y1btnD zA&Bx)vzFoQC zv-lpoq;d`bt^5eh^!tMmNDoTu>|+CbF}o6uG^D2pWE?ApDpA$;w& z@CF6=xx!~h^_Dn&C}J4ygYrRU7AloP7kSN5djY55{Ljk=2~?XdWmeaI{;Uy<&Xa!E zkC#Z?&C2J}aj$yBhF%;%>&-@;r?@rcwcZcai-@bbSBR#TQyVWiKK-1Xoj=OWxB|;N z?&-BJG=Jthdzjg~;OETGzC)&xeVVtx)u^`(!C^;Xy^=K){=)K0HIOB(P`Q(~@ZE6x zqJPs-$!ZGx+!G|4beo~gTF?w(ATbx<3bWf|(xrrPGr+oV$K!PNx6fQ&1+X)9qAr$j z-66B+1K`KWx79l?NCi&A^^Nj_(C4L--rNFWXcPDyGS1%l+XQmnv+v^juw?UCAL_4X zdn5@K%=-?Cr^efi9?mwcXFujf?EZ&c_{?Rq2F+<=y^~rsbR0R2h19V!^?ZmItcC*C z)y7Q$A*LnRx8)SX{Wmcf?{mA`lP{v0#+HK?J^)7Lm`7v|P(SuHmu%U$Ifl?sBHlGqqh1*7>;f1JN`z zSqDW{c#gQPn?Z;j0%xN9og~{w@FMn0ZwRJ4$|vH2r@}Rf@N!z!`>G*Y^0UTfc^MZ< zST{9XYGk6?`NvWgG+ye`P!p)~=!jo;>fx5f1#Ylg=2cBzrdrZzb=0GXEbOoD0)rzQ-O8CNW zUcMCpR-r%KigbtT+28@VTX<857kgWKUS{8K1bv$DNe-+OCB(glk2_tX!I<6afug>! zls0lRvXjmR3!`J$P~Uj5P2grjB-{nmzXl`wTWovtna!y|oOun1Evq zqG{=sD^YLt>iM_pF*i2ABKAs8^!kK85&vGdbSbJ?)xA_YH?5I$t-nfou?L^ItZV*n zeZarU0!NUhdIkNv@fJRM=|B|_myk6(8QyAtmn|PijmXpDV96}HTCZ?L9-B}w1Szzt zXEG}*>zIS1`>|t!<&e`EdoaUdbrZ2+^o>h&j~+$30X;2M!lWPeNt+2A$?lRSFMIct2^1y`rMeQabS9omLXO6!g970g0OU~!L%`j_HV z@>E(m-d}d0&`~P8B-&vor^v1}h+mS&v=|Mqh4^xl9 zXt70uUW6-9sk*_a%%=?tg$_dwtzx1}I{&5ya)-}!sUWd)G9$+r( zaZR0&^(Q-Uc<;M;K~jTanq(F8`+Ejc?w?M{L78#98Pgk|hbwY@TbiTVdG32FXLd<^ zX&KzbdZjmZrF{c(({&O}?Oa6H``@4_vnSSi=5wTmW1q9n9l@dB99v~iCaTPC$5s9?Do5!^FUfD+>#P~vr#x8Yv5CvZ_qRNDgD4I2IL<+e7*H=KaGOJb62P?vO8 z#xicDu>cQw6IJitdVCG2g9rvIkOn{urZj@V%PvS~NM5=G0m!VV28Ej7qh^r-BPY4Z zw7>dFRy85s*!;&Aep`7j=lXTUu$_Cp!Fkygo9j3i>txkz$Kih{Bi2LvJU)8mEXvo# zM;Ys~OTyVSXt6#=-{OECyn20oC!`mi{vlxPZEhNiF@+Z;tHc-3>34b~$m7jM85@?# zI}Ddml=93`N2D=(jQ7Xksz#nx*_UqWZ8P>g0stcic6k9g70fbH?C1Ml3-@=`m#zr? zi&}N%ic0+#NM<%VlbP>Tnfb8KbkSwCX5}oRW^0cm-h3@Jfmu-Z_1lg4Zc3LzuK+ymJo1Z{vp;E{59D&{59`2#XKWqRcgRrf6Mfa%Gb@(Zn$FBc~vKwJS z22QYc;I8D|TY|Ze!YJngV_N!mf6OaTx#rL-B8^2F(1D$WxKk{c>%!@Ggq~cVbP4U& zuh}iS)62~e`9wkPq$wHGaZ`Z43MQ!|RgzagnlzyB-rIxi0)Ig-=NlyMU(5?2Qr}=o zd)qvBLX%c?L2GiPo8#N$zSzHazy61?x#dFinw|3!(4k|Uru86ijk0;d1adUr_AcYb z&aHeASs9})WqMC6enFD%{C!Uf4pmVpOPR@V1yGGz6g<}5d>32Q1Cz#B`fp(Ql(AVB z4Nps1dCse-3o5bOk-{?3w*f8k!}u&R%~*U&q*WZoc(5Up%#GLJ?_lUOAjhiE=>e6C znFSSe8)ZEvT?7PWTlCva-f$g=QwT?kik<`qwH^XIv8KJhw4$jnc5YSr;G*00xig=+ zH~{cBK660}_-u?X5We)I7Ho#}1qn{ajb$-$_SJfj&8HTz^DdCBq6_KVyekZTOevj3 zgy~Wu`5*1df$d3BC!5Zo#iSRpz&1qfmRlO&N(6jz3i_ish{)G-kq))9xz(KHqt{Y7 zuUWv!`o^_3Yetp!um>E*RFBy$LY{X1lgEEZgIo2Kqo2UsG~79uCSCczsC)OQrtY*2 z)Otfijf#MR5G$=z5!2QSQ^4$6tJGSFj#UIIX=^P4gZUgqQjOVFgdm6+$Ei$lASx=} zFjYiG#6$>z=~#^jf37yytIJy364?89dEe)K zF7%H%U-&*gtd@P;cs1*GQk*%Ua@FU}T@fX9m#!K!;b_*^#Eu}~+l*MuiZCdr4*~|M zF^*$G!>_{$!O+aJ{e`K3$a-Ztj?)=`2h@QxZYmr9YZs7|R5)}hSbq1c320d|ui)HJ z2k=R@T9D(oM4Ix%-$*LdKq$MFnD2kc%sh4{F^py0 zDmAl)Tx0NJpQeBf^(0f7;wY3JaBX8Eb-BrRFI)KT(qmO2`aAiDk2B6{sCVJ2xTpt$ zpdCGeh?46X&GmiFuA9YX9(3*4og1XlAE9)Lgw?p}#XTEKm!VW)Hog-Yp?4gTq zi7WZ(vH*I(re^x$OoZ-SFvAr-Xf*sBm@JT()jJFftlNC$) zwLQE^(qoqNw9{RFzoU(ni}^7n^tz+jRF{Yz$infibwzzWaRKQn?XAjp1$fl7k{ATjHM{XH66yq6m*qD2*GJpjB>y%v`=ba;7kw2b?U z*Ws5dhSjw!mdW^6ty%?m*P3kX?HFASL46hPym1wSxN$9$tm1?6(UhjJ02JO*8XXET zjiSylYhmcBRE%;{Ufp>fk@1jfXvarE=f*Gwv2{6A(DFlGHgr?eI}3U zilEPwo=b=}WS1vh?2P_Pw6=;o$e+|NEnh0wTRvWp@iA&Dp2w0)iQd)M%?3o)TZk%h z6vVNHTl_DH(b~=GR5AP*3{6kq_sDs`u{_eu$cE@7pHHicxWC|E`If<-9zXtR(DEd* zQMTk#=RmG91IBTNiJc*(ndO@;MKMvdII}-5t}6HLx$_(C;E%+Tbett;uh2y{m&rkz z<xg`PE6_L#b#uc>hY!)AksVs}rK`k>Yh7SVm z8xO+B^U|CFJ2(Dg99LsIL(Vvv@7&m9_Rpj~Resa2QEeGv3$3_tCGcq=%pR%;`o}yX zO}6cmWZGzv=v1CEVPnZ|g4fhJIPj%#hWwxM*+6GZT94q&a!>iZmiUxd*D@x`qVyz> zJ7+0Ru{_^TaOPfQ7MjQ=Qm>^V$R@EhMZqQ^L@a?GRg+4@XBpDu{;H@{ld3{JMw%LZ zpL+$zs`yYj&$@A5OQm+I@MWe&=V=_r#!-r>E40jNs%35-XCuKhw9=)ztlr7L3=1Qu ztzh1ZIKKkx%}Cpy94C6US717_*ErFuf}2bIm}cR91BTsRrtlP+9Xi=i@kqGG+lCAT zf`JDEsRt)YI9vA45e&4Fn0lF3YasFGK-&9g?M=TSa*|_ z*WT)mK~;G`0U$I=y`K#<-wA06rv}nx^UXbe&4%~x$%qs2o;!ENW*5Zo+*!6Wr!cx@ z!^4&(Nh8+?mf$J46&=dO{W( z4wS?QCNR6YqHDvJfK&{x?4Is&k*bwy-F^K-BAxt+IDm6WsBi*^O*xC!KnD$<;TuS3#z>1 zaI`5ne&*w@cc``lnwO<*-5MBr=mk@^G?tCeQGP~U%YN$G_#4krhvG!ROxc&luEnp% zVTA1tUl&zobR3)ooe=vbW;=v$EjUq?Pb|ougglU@xa8F@hj7ddST%e*Ru_w+lFUJ`W_e~AD^7j@PvSGo= zzu3-Ar1AI;{V4O@oote%Xw$#Bv68rUBiJ zYrMtCt1$gFjJU)uW(w^|?ZMvJjhQ7PkBtc-JG>ugyA_t8fM~=j2zc!w%kpoSXUhrE zCy+qvanAS3)>307qgtc_^FXx$W73JFGrnXqlnigO&*MvGFz4tamck5>+lS&yKHd`^ zSs&~6JicVH|2sp*bDhFx@g*HX4@#1@BX20aWQSyYd-Iud@thL&gJNc(p;CL9$ka^Z znu*e_1t>%_RV9AeppENQ6QF_VN)kjMv5mV;y7Sl6Cy!xQU1Tm9V;XiSv&B=x_@{W| z)al82!5`e0`yr`zfBxLYFb|kxeN?NN!hTBC*g}_iFe6Zt4#(sEypLpFDeShMX_o_| zsv5t^mg_i=anpZMz1>+7gXmHyMGmbx_m|y zlLDS>Qy*FvW(n(hYJ(Bhb2(Mw?xd6|Zrl}Gzy^}(v3xp3Nth?4Rt+w{Y~?ZGq}hw= z{)tJAtP47Wm9K7!v~6Lc>^|IG0vGyb!@gXREnFu6?Wd17Od4nShWa7>@+H(L(aIi` zH*9I>}`5v87OE7z7$cm!@!orAkSF@?i-_)?Y{7Ro3Z^ri~<7LcAQrx zf_dvlUN-O{b@wuyFdZ~6BkV2HG4(|Geg1F)UQ4mBP~jD7Z)v2pRQFb2mwNxM&vWc= zNuOY}txuXcREQ-zlquE7e8DMeiim(L0Zwg(aGp62T<0x5miK zE(EVs+_ciRJymDZETZ`e7K5d=)xx)w)qj%B2Oc3F#mIX%XdnbuO=P?(@)thTLvd6xR z<35p~Y%X{YhgLQrF?vho((XTOLM6mcBR^A*Wt0(rHhf5VeOa>dEx`h?Bu3vn75h=U z(US{mZw!u3zLb}IPWBqJ=A6hh4TyspRepVsY%dVrM+BHs?gdCTQ2~rwEj4hHoH*o9 zSMT^NubT?)P*H{3JeSk{o$>N)cE~CwZRu@F_*I7_8%(ijbPL9ecbYuTzI^(1CDe&eUF& z&qzS0BNeuMz$BY`eDtxQi!^iU*r>BiN(4g|BBgDRH+b`D&F~k}$tjDpZ7YHL`}aVx z)DSpu|7esGGI`^Utc{^HPH}i)^!GZ+*#uAO`%VIRmGDTl9lB8H^iwVDEIXt$Eyf}G z?Vu)fU4M~GFz?jq+0UdhpOmWO@5u}^dZxti2%bRu$^{V5QNdPj8%1MUS0 zXF|ux?xD05`60D-9Js;9FfgGb*(o>l(cwKXZHf1rL5aIZnY0r{zS#%2cOn%xvIq0> z2?=jTb>_uVw97m}w4>0w*NJY#44M(}AH201JXTN!I$#Wc~yYHsY^84LALpaK{%a^b1 zYaVk_{2h;(>&1HHfD|`5&?Y9Phb4c4ubctw34Pf30C-iAaiJBPUgE)uiA=F!-0(0SJW^1>0j8%hsX*& zCM?FmIpkFrJz*a!O)-hOYfy*e7COEosS89LHjIkGeNkUymlFqV45nlJrLM zoROWZn2SEC#bmV@h{2I!X`uD>8k2A`OHxSkhXQxxLD3o0G z_oy?a=9|Ga!ho^{^ip$3KGPrOapHT~qE+rS+9~q4G3ov<+!0w~cfxc6Fr-VRsu||L zD9m`B#&5iC@eg|c&FIw+-C>rwr;k5LGfU>28K-JyFo`BNpa6Xap9D^TKg#MSePnOl zVDcmu<;Zp;FB$*U?`7dskD@9lw8n5EKA7xUIMm`q(zudbCXf~1w)!JLG@M>*b8{T9 zI8kU@Gm}VtJH{N4zqn;R>$A())9^@9-WICUHirIH1 z=NVjqTW3NP^GA?SHq>&rEivLz(rd<_Q3maMldK5R%*H$0N^TW+w2LR9uY9{sI8B<^ zqxB^c4bASW6;<;2bn6YAwBcE6PE*&uw%**m5;m|uz~%dQ&X9vD@AR}HHlqHAyGpFg zO!1Us?=gpWQ{2EUIlk46>Mx05@~3J`c<-x<+khEAQ(M9m$mvi2-TbF&OMU+jckcYq zuYaz#T*#jUnOOeI^~ulFmcvUm;myQ^xnIv2EO>I~>h)MYciNajjn(Zdl*e*c(`F{dA+Vk-F=q{L}#T{_Iud(f~ zZ``tLMAv)<)G0`HGPU1&abpW{cE3IpPaNyG6c%p(Ju9vaBTP58gb|-mEoLvBVBAHo zXtZ&uvC|vaaJ4iNzQC`AY|XjA3{<&YK&qJL6*}%vGGgBQd(o0c?HRGu$wM5XX%97< z#oU-cItS1aowI~iR!c_6K4v2AFU8CGbVRY0P!5J4rk<=}6lYKQ&8HOm%LAZ8Q`Yc# z<=f4Y1M(SlT%hy|3-i_XLh0`HlzJ}^6|q-47eEK6hwZt@hB;HL)#71r#9Qph<&ZYX zOrwgOQyxW_JJqG5+MAPA=}ut5oS%0tVZLG8d8taDBZU6Nq)f-qbumc&OyTN=@OESV1bJ5OJ&Qba6OT&rH)FKA_PF> zRFlj)%?tocS9`mAUEzAlM}NJb81+{de9bfZ4F^L6pL{Lxve4pZyW*T&C5==2ToJRs3PH5GMJHU|VEr5wTf0 zQCee`WR&|`#gnDsRpRkiMV>8)m#E2-PfqY#NJVD!3HZ`fb0dO(7~L&D|GK$n>e(e> zgA&{B|9~K_5x2Quv;Tk_`6OvBD0j7^DXn;m_>4#=9unh9$P9PZ7j_g`XJittu?%FP z;)=3crHnEWeIS2aQV~lyiKoZ}T(CkmzmTaMuo$XD6J#RC-;($2ydBHzM(ZF-B!-g< z#MBB@paF643OPq!Yt$*5Ty(8-X&2ope?5AY0~Uj?OkAs(nm~B&=-uDyfts;!A@_@`MDG^U(64T6ckqNFfBrCm`-4WMNAo0gF>9?Ov7);MOkznj{KG1aB?3<*R zrwZ&oTeMd|XvE~hExgK$n20WQr6os?*u{m)kywl0(Z;Oaq8*P2G)Vj1*3tu2SptyX z2CJJ^J?gcRh7RC8^O+`Y{iyM1s6KJ#Tj8yr=(*I`Z6S$-f)l+)S-e)A2HE2kj7lA zwb1J?JMNMdY8Cai!I#q;x)oF^zo>%mw3qRZ|c0 zDX8@%6DmQ(p3t6KaQ(8`ZDgU+!zeYm+Uk zgB64u=TZ3O0x|O*40pUEyYN#3FzsF?WZ?qrNale;D+1o0cZbqDmF7LpWPYl}9I)3@9`Ku$}tT z7H)BEzhE3Y|C-oE+EOKMFQrsw$7yylSaf@(f z{lXW6qy-MbF537Y`Pm>Tp}ya(r77-u&b|LwJ3a@$0&6&Q)67D95EKn*_9fgsa$-4p zXp^y0%e(VbYE>7JyYq12D>mDroed2;7oi8eF%+OwS03v0K-eAepnRQG-~oq{w6NJI zMP5O2{JdWFI$_d~)Ha@;U}jfew(y#^n{cC5UUHff#Y6R}m* zQuu;PJKu2@F3G5opHXSoe_gPp`Lp#esI;2vl)%_s97VRmlr)N1V{`CQp%n&tS^|rOYLwaHM^vO1@SW%ituKR2icjJP7!HURlAgW;^4Kim%Z;?`^r+ZQkVa$ zTWD2?SB1#+wpsnuEwoGAuppj;Td0M|EMGUM#Q`cd@DSF=xfMD;W;2yoLyVUBs->wP zI<)dRGCtRcu)aG!m38oo8HivML=}Gov)y(GR1%rkWSGd#uE$8PPA?n{GtVTd;X`=0 zly9>X1?YrR8^E%Wx>OAstB7%APC$2%-OY)9IVqGCDikN(T9e@^hw@H6#5^y5cEo^mMDOxjWHu|ph62;6aRY=#{XkUMx>vF-w!7z~=z z_O~i5ZfZ=NtNf5kbI!`2USqn>&62$XzooDxDHp|HP>3=hi#NO!?>CnoopVa4Fa`0V z{!abNJ3B{b1OuhA?xROB(m&o^YjcLAOo{wSkJpYXrJ}-V=DF{~PGY16gjpL|>{3lO z^Yq*d`m~`M`~lets57id;ilj;_}hpTgT4C~NPJ{7m^iC?1g50I8H_H8UitwYxwm|k zrPpIi?l$O!k}F^aqNkaBqnILprtvu;gehNDLa?5Jwr}e+n2{k71-NwO9(s6h6^Y#E zcq?x#yNpqr4QWQ|s|}3R;&;;uj$-T^-{AP`5yO0%tn{^R5b~p-bJ4eY;GDfquj-M7 zeqr6nvxl#z7ac(+{5Pd|J5Jmr1hycf<+lMiq8h<;*=gt+ycX)rh?tGxHKcoa%Gu_J zEqHP{dVzb)h7NqF6S}h{XC`>>+tAT0%r58vi<?Wn ze8@VfrWTv$N~ zy4z5Pq}twbfFN+HB2&`|LXV2TY`8XTfOYp56B442)Jasnm}^_EZ!4 ze0eLu=G+!XyGP(ow2+zC=F3(yiW7|HZV>#l`q$XR$rRgmo6%=yQ{Q%MhUL+*~?tXmsu_?W&2L zh05dU=)6lfmsTD`c0=12P#LP5CP!AYfl&6CEeyLq587Y_fg1 z3;|+KeRO+d0jHT7XJh!QkM26OQ>c>_HPH>veRPxW{JwE{Y57wh-SvY$pIxt)yn4(o z!}t9OVfvEb%SO=yIwQ4O(qgskc=2SIR(?~9sjX%Yfh0%9ZYGqP>2%?jCn!lx&stM{ ziTTEJuM>9NWolGSm1B7$5ajG21inftaF2d`4Q6@zWxott@=v5B#gok!Y}*{!oM(a& zg1rPHo6qB1WN+RV8eP~|T8YM<9m<|ZpXzkE16i2NQR}n61{HFIWpp7{vKymVjVXe9 zM11T_+Q|&OA^_9Q{3zBYDCYlk3NN$8d2*@vr0GKI91Wt#V~B~emmFDapoKRDRV;Xm zmR|38`5dMRO89W|-6C^Oob8)hSe_;D$I7-_csyyL`Ls$Y_hsT%QsucR6+PiqgV$0w zSqvGw4&`}O`9{_Nt^BhXBH)$)ZtM>>6`u{#FeFuA+YDPpSB)S1V2_8vcGWlB9#FN5 z&j#*E)I(VwS*e=P`Uoe9vdWF80K4caJP?>aHg3E^@hS}yQS-(!IQ#VGjq#=f+6U05 zI?_P28Om=n8Jb9(_?W_L0qQ;O+;zA3-0ffU+k7PMFzY>SNlf&8vCl5ATDp3r@6-IY zcL0j?35N39_Ok&e_MoeXr0^}cpe3w`(3*XKKN~;}tq>i+`|1xh9`IpFdy+IzREt7( z25sCQ_Lh0iCUYS$-_MPs66F4WU#a3T0i3&JVoZY8y&uwv4ln(pT4ZRIZYaA+HR=Qz zZky@wpGI)wSK+Nhkh-m0Lr7!KW?FsASz2wj&*c88ZSk8<2Y)GigZ0NT`Zcm~+%2jq zbg8WisMc)L_&Emnwb$qZjm%nGbn932?i#P$wAPyz!X?q2^(-x+*6QfVE!CO{&~E)F z3B_;3>#HD4kJXr^WNMQP2Q>>E>BMIBfqZ_sBb9TPrY^fi69?r}yUGroD3mvl?h9Un z+GkCJY>CCI?&`6mI1{cntU%YvhXyvxGAq#>%GUnAH}*CeSqy z_9U|6_v|{vFv|ZyOn}4dO@Fg97HW&pi%rI&%y*%J)8y{)Mo$EiJ!BH~`Ll`}`~MLJ zr4kSBCIbCnb#W3VGscOsbxDQNU5^8aah=|p6DQ(#l@2<{A!`Pt1FV80+B0hgiuG(o z1j}=4hC=Fb0bOhjYB=z3)(raGGA6aAOmp;^HN&I|lM*gwL)Hvq!oWp>HA4!rZ=BWF zWAx)L7<{~4jwAtFGwPO?%pL5Kld{>4Lr{ZblH0ZN??=|u?davRdl+aCM%1jA&&sW? zsoqtX&aT6@SExp_B2zDqU5tKwv~*K7W`mL091;JI76vhix3r_e-Z%+RICeI3+w78VH;>FsdwhddnLw8=CrqS| z?|jQw4X4U#vP_Nr{Fh+CnQV9|f%BxVY0qyVn|o_S%;GlN1{{s-Oe1xN{|(BImuN{3 z*+Npec&B}gg6gt4huS3QbWMCJ8-Eytc4{QQ#D$&3Z`SO*=_qv+;ZF$Xnr|u#N9e>X zuBF`hzx@1(1AaaK!W}!8*R$tr>*;|WxWF~(D&CZ)E}<7GsW#ivmBueaQquc<-7Bv! zu`!8)1F?P&1jLrbyLE%zP#zxWhjUezH8`t0aJ!{wdC+ph^2^t#-qed>!R>r%sgjw& zN2br5fvVZ%o9Jj*3>7zai{ZT7#9R_9ZQAiOR1r+m*(TWs#Z>xbN?|I@U^iU=Wu+|x zGiDddsc5xcG#;W|Y*#r?dZA*MTuJjPa-x-)VT(^DXgdb%F3uJ8%;v$%WPsO)>Y2@h zUu}6ZJ*VsaUu_<=WSqs2O-{PFBm0HTL)JpyIn6ymPi-E~0^HK3%V6`cK*0$SMIja>jc!E@9qCSQ#I27%agU+p~@P9%AcvS zo;#YnP-Xq z@KxNXhJ|UmiHSJ_W&w_fOz6~>+DKfPpF6MB3y1|{XR0VwLjDwL*}>8)%Y;spNvE19 z3}xR|ia`76FG{J3Ze#t$&BEzS@;P?>Q20Tb-?)akzYMG0&W+iI6Xkb9Q5I>;!bRuK zuXKKl3h~h*UQ;tGW$47X(2nNye|yr@Sz{`!Sb8A}bW~o2!!5G-a`}VgnA^Sqdhs;b zx>Fro2;HD6h;PQ!G~EcOAm!}I%)o!~TAtYSPVzf6MT;DWHzP8xkR@uj#YRncU+ zy!PS-vT~dCX6&G@k_2&${6l-}R64IWU2FbKwu*MyFLS{|+QChI&`08Tm8h{?!!wR& z!4Ir(JCCX4jH+t_l$1naL)E0tEnf-r!U%5+)*noym4#IG;fqooxWvr+VarA$^s_(oYi(WcQzh&gD9Be4 z4|ldz8$EmEx9zLsP3TU!*JU5p7Tym_F=uZAzBD)Nl}2KWd^mGMC!BvBhE`R)bf=%y zlaH9J6#m|F-;442p&%;>(wqO%`g*P0n^~*RRlz9|U8x6q4?AHqY5IX|O66P+pN0Ly zG5NH1w3r=ssdST$j)`K!$|!Zl0#T~iwS1jL2?cVsd{l#cA!GgU?^KcD085;g`dfUp z*?ka{Pdru~t;~p{8ctwQ=()Mf8)VT2rd0IHu-}O=Q70q>6V%qzc6Lj&=Lri>X)J+P z-o%a4Hj7G6On~9kDIjPOUsHOce6{AeB$2a`s&{_&Ga!Ep=ea+9ugcv3s3}B|@Ir zwa^_rMJ!#ztBeQv6T_YZmVJBNxyb@wOfCF=1uPdRc^&*_ZpMSYr+DR#JAS$zz7wqs ze68?$mQw@tS1r+MhE(o$*i*LD&9&wjCxge0Vgr11@_8VT$CR&WlyT=h`d2!1jDsGrJ2PM{H835!By>vly|NLmvD_ z%D@JQ;o0a=+{z8ezyx)%Xd~CeoVN0xPbNy!7XT@{y?DKK!!f(4XZ@h;+WP3UJB5Rf z@MT}aH=jvdMzEpy*3oC=ZP(HsAB#va_=3FsGYBv9yPNgDlD8XJf+Ee1-ihsfLA z#^z>Xzwjw}TMuGQ0La_F3{%%*utTkeI47mM0%b94P%RI^4K5k?u-%sZ+(T3_sinQSO_^*M#V)>5|1oX}2(N!AsgG2! zCkWFeEi$;8tx!{d^7N36%)*82s*N)!{AM)v8{l`W(q-M*DjxeVAtb%v($bSmn`P(q z3$cq0Ftqj#-j|GQWp(zc`|ND<#`zIhRbHwIoR92xM=ZQ5A96B>uB<|!HPsng0&Mqc zxna(6!Bt6?oX_3WUJ)R!=3V*A9|3o3sL|tJq$n}9E54QMQYCg}bg&nc%|8x<@Eqr* z5+&WIt8CuWs26*0X?=s)zN4%+lU;!U%b(h#gZIlMoC?>FJ0kIXO{?6@k_u6}ipTK~ zJfpR#Sbt)I#*+!wsi1i@8+&eUT1|TvJJQU2*N(DqMW3<<%j0s(y(yx z(zRtzB$BOhLxX}L`lhpg|5)Q>eE1Wa?Y-0fDMM0Kv(i$iVAm$u17t94Jwm&(fwY%C z)&oPmyb;x9h6Cj*O~whv4sVfyn*!Z%ADOWW67r=MqXKf~qR|oN2EpwXCp*TeO}D8S@~Jo z(go__vX3DYfh&s6hD0aA{3+8`*{t0g_Le17%ZRu|Ojf0F+*RdtY0FY4CCBOJ1XdHy ze1$EXYU?hcQe&V(oEJxr!l9wc(z?q&sB7*drf_dE%6F;9sTQ?QjP#>~=%KifYX~nG zFO^ivN8h`2>G(Yv)Ev{0P+XnANTrWmOh>j40k;2xX5(qcwSlaNmjUgQ?V%;CyVABD z&cx#dwvXV!vSgc?XkHEhX_+#$jrrCtV#DY&C2Lmwq%66(w!*I=#awvJXt8D4+ zzNZgz=&_C31vo50YbxY>5T?_{YlPnT&}akSPY?N)m8c#M0!Er_w?(4VUNNSZ_{QkP zQ~UA)EE4@AVapPn5C%p5EB9H#tUL&{?hrbhSj4PvStAi}{QxZ?$&FJ1A%2-z$1a5otwDvt?(;q3-=k33*RSFsRAl&C`JO}p&eBWj~|T2l}U#FPV4DlDNlz zd2K&tk&)V=@p!OtDDn2A4&wyj%ni(1oJT$g@8m)3Y6(ckM64_7zHA%fbvJ-ZXes*R zPk|~|){o}l@qy&VO<_`3Fe&6|_O>Gd~|Z{Qx&n)rIWabo$Vlbzxl_5Z`l ze9@;p{muXXyEXqf);kizkRXuNHakkRTUA-$x+~dNnPZMDI!omEbNNfB9Hmv{6!}Q_ z;U4vSm5E8Vij^T=hq|?9METvZCmqrP(PHLT=FgxHXW!UZt)&h!HPysJXF*+~YaK?lv1{{(Q3ILf zF=sLJXG-qft`Ers&S&A z`{(2A$BliGra;>!W}E5JRs+b=2(z%R+OE^OhQY|aB1CXdIO`+eorV3%kzIo>x*x7l z4JGHLk?+(?K;}kX!rjyWrA(4yC3*&i9AQ$waMBD$)>4-a+dq^)z$Rwn?Q*70_oQai zrs;zzs1NL~f@8C5$I)GdUzU$LANB1QrxJ}*7xv8j2}#_gv}F19vbv%jT}3O+;g#9% zlfw*FwJ$EF!Y$6?$_W9d=EE>WI}S(t8E3@E1eurPFgFAKy%1!!-6DA3TE3Mn-DWms zh8AoYHHKIY07nH%PmeX@8nxMhXbKJU$UZ<+|u zK{nJA;rQ~kV4~+Mtv5flb7Lj;51oD7{?y7?=iqbGTE~~kcT)87k=T$6mA(vFL&EKu zPO%(4LA9)`?-zSMM8PM(1ts*Y6MA;?CxL^+YabL|cILV8_wNu)l$Pqa;k02daqlOm zN_ogrBUPz2UEf8p?jkd$T-|pl_iAVClP~Hn7v?68hzivd4NqFE(~gt5THzNJM7^r6 zzT>vMq2HKMN_f7krM_xp=c2L?wcYe_QyidC%`!&<0BjC7vu-`aJIzQ@viN5uJI(J_Dqxde5^}NAN zc+>GW()1Nc9bsRhMt_AlL$9svCPU7;0bZTw_{42gv8my*n*6kMUkR^ST;&=2@_npt zXLw%ZO(yL)R1)iMI;|aI%y-;ZD5`Q*c&ct}1m#lI)%(+F#zEVyf}WLNN_zFUKyCUC zt`pHg=t-6YKXv(AHKH>_bCQaA*aRx$!xosvdO1yF4G~l?0DE&!=n6`mDhoW--a3Uk zlU*Q{EWh7(L)1RNjX@7F`nofbj#}+nqc=9I)*wMnVV}39b;g6M;eT#hNpVH=fJKq1 z@nJX9UX{v&M%O-xV%MQkPc_A_@*DjC9`5hrq9_M6Usp2;<(in6M_m#3ZYfKvT8%9^;#>p?Z+f--9!xhXq5niA*;PbL-o@uE00 zcIEd?9me8?HR;L5)aba(6VxSO8^haM-*6o7UzN~UF&|v!9HD>d{eHf?Y+^Cff0iXw zOXxIZ78?*}$(vkLncGM!oVK|QeCk6<3qPWv+>J8m(MTPTPid8=Rs}EGmC}7@nxlLfn;gXEUQYop8Pt9~=6jirj9zME)`N6zJjcNizmXe|F^6VO}NR%uMk zW$H{8YjVaL%%OWT%ZK#nan3fU6x@Lq@djrZr9O5p9huSZ^KbD6cf_&u=o=SWqn^ea zJW7CuJJ}g;u=qRrU1MV}I|=9gJm$7NmibV&6IYC)i$B%b8U|U$$1JC`w{}ZLR-gz? zwam&p)6qKfzJ!gss5}t8xxe%lpV!g4Ncpy8T#M9TR%Em5=uq9DIBVW<%J5}*(0TSP z7{~uItnVYoSLEl)G}UEox0MnjrfoJ3|Ie@(d~puGO}V7Y?7RsZ61{tE%g%C5v^q;` zcE2YRm>olTSrb>DN0TMU=)(Rd8c}BK$P#+q*YqNB6Y#hJ zOzTz^c6w{~_u=;0UsJQQ*{iZeGKHBX0g*Bce)I3hA8Je6oK%}p!{|q6Xt1k?6NO5oq`P$`lVX-jT4CkbqP&YgboGUI1Ng+%9Wc!2kO^J-<&#n} zn!5A2l*@wN-R>xMXV0iR|08 zoI7`$@A8K}^`x%+H}19U{v zY$xrKp1jKQao4S~QbpLpKZGrzi>q5*N*Uw=U0G@LYtJ=STtGbEfbM3T?hVLU$15|m zmz)1*tnZ|DKf#1X4oULHL?|sH=9RYYI~Fp-&zm`h9=tM`v~K}+_0AD)(jLDSs9e}F zvK0l~9q&Cq{FvD~gAPF043E)PaKB?ttEHh)*j0+4a#zoLaY+}U#9nc+CAu>>I{VTwT5QoAb5S0LKu$hpw+rjtgPMB@6M&WOiIy}E zmbvwVVmM@{i;GiwUZR$Mz`SL4xJMzG8`w^rRXfsAXo2%+n$}l1U24VQGcgR2Knhw) zu4VX}FLZQx?b|_mNVi+OGI#j+ro`O5_8_v-*a1rz_!nWLK8vJ!zENL9QvJG7i++uy zy7+vfK8vJ!x>22xRG#;iP5v1k#l1@7Qx}zq+ARbE=DnV~sQg^M3gy2vH~y)MN^AAq z=H|QAtuI_uQWPL(5xn^3(x)ye%c;V&1#ltCy_<9T(J#Y}2v|=E=N4=aCo7;Y>KzM9 zvQ1`Dh9BSYHOQF5Z|lJ7?k+O71VVk*YvCPYm+assQN2~-42>_9)kRQw+&#Zg?jeq( z@Jb4fRMb*aE0adG;}! z9w`?@fxMpd2qVsa#N8t%g#}#d6u>DehKain-~4J#+5*YAZwotg?@?qmFFSg9@wv|E z-~-31zNOvF0lG)CTB@7*FlgLvDXcJNa#Ok0TGN+WYN;AytcuOJn{7{O#8*WbLKh~$ z36pd`*>2_YkoQ%c2hN`i^`!o0xaDt}mut)CTYWcGdq*6mbXA_-;g!d3`}$Nh7w(n6 z)^V>>_{y~hg7N?|>G36?_S|(kWD{Vjvy;bm{(yEH(A2GQ;z1x zHTa-xlLM`XD`;CwtwZKO`f&VxA`H;Vls09SY@Is6NH1zsb2We)zk!zggOV#(N(Y=w zy}+M`<8^!q76*?>Q61uD$}3Uh?jy{vIWAq)@HfK24e_o>pON>6wr8E>NV+^<@L>JlB)V5vl+ebOoHC_koPSdOoo| zsb3J}wi=_i-e#qBAY)$nc3Nan9om{-Q>ht46=iiqN0fm36;X1k2|^zGyZf)+ z3tM=iUG9C)zwT;M2r-hK!7MT5g@05p=gWlk+6J&$(T9#Ka5gW0))r^0@o|92pRyH~ z-$2u0yKySIqcxPVTAe9?K6{p~E=_M+gHmLOxJX`2-bf&5_7SlTHZw1^4<0H^PCmyV zR60}hGB~8A9sdboe9j*lfuK8*QltMvohn36oY#mM%&T;1rFddk5*2RS?>MjSL*SU! zEXI}dstw!@`D90~TLR&96RE_>g4xPsm7;l|dgJzYsT>yQ0P}81(st86Y3W*8@+G%G zMsQO#BV}V8xTuE&qN8)DEVF0Mi@6*wG5z5hiviy5HG1)+@^zbV1x;ZiA@u++>Rm={ z$#Z$HoF4TUPHGqQ(RYhs(;a@cYw%#ojE_1)9v4U?DUKiUwzPQZiESA;dy%xkhB>a| z^G;rK@;I(abi532MFuxkemi%40aa`X*c--k94=rk=t3fu+yW-OF@o9a{8-uBXgu-{ z)8VEcRF$L`O3QPgtT6oQW_5OQ@3hWA#a_)cQu39vzH~l23ED=m;CPc@dbSLy9}04! zFo3Hq)7o}^g+%iy)Z-HcozB%LbvGL;?<|Kmq_^y)(~ucQ$7Q^V&m?)6bSNu#8&g$o zSC!Ke`JUPm*5f=AaBDF9U>|>aC*Pek@VI%ZTcS+z$!eh+o8+XVb7u$zaA$Xn&|p_( zPjz|~P7HH;6>=wH{i&LaKK0Mr>buEg`%TJ)n*espzFO9;Uha41oP8w(zytf_ep1*{ z>ZvyCKqa9N2Go^rF5JMZw^j}=HegN?JK>&elzj=>K<|%~n=D_HM}0x(5+2e5ee_06 zfwd@3zrI9Vhz1J;cKW{z+Z*E1%g)!b zFRSo&km)d`mkk&!JVfCAn3Ej&VrGMwy2qz5>MEAEB%_2V}nxrhg?(^Aok zQ>=phT&NgCB;o5ztnl@dx9LKJih_9Y1o)ICJc%evt!nt`d!`uV$ANtdv`tTHG&44^ zQRf$yW`!l=)RNCB&PVpd`d#07q5Ry@>~)Lp3D6YWUaKu{mXdC<-Eb6g3*#p<q*2DM=7UqoFO>GO%~GC~W<_z8 zlyZOHBXO0t)`n?IcH~B2IK_Q-{7?su*K$$?rR!?>XuXA$){3rSwx(kc2RD+-=`~( zehn+*8xd5nf?bznDFT%wfDTY3^V7T)17F}!!YkajUJj^$dY_*fZLH)qCF($CZmZ6p zflaxJxk1nRW!SqQ$cQs{WnUcp6LqsR+u6Y)JN0Sk&$;9iQV>yms76It;PHy&ONku? zBCEt(I-rl8YsKUH^*^RNWep@nW!|l#7GMxE`we} zjP1;KqZ^bbxdv~8qC}z~{w?#xya%281a^0vIXl!kp@5$?cZYAxnmXhaFUflUmtnKS znPN}j(3^NBzkL2CUZ^jBeG~ttzI^c}o~bW~UW8M9xqkind&?X@k`=>nz%=?Icka03 zB5As)8Uc1+sA>}U=!FNhaiXT}`qlua$NQHhQ^VF>V3Z#<;G|IPr18rt10Pmqw*W88?JFalxpC*vv?)H4q$y3VvBvv*g?TlI8JL# zU$stX6!J>D^Qi4sm&(QOKdB~M`w8#hDgmFlP)WKj@ZD4+b``$PC{{8B=VgoNNCoF7 z+es4{n;O_r0^J?K8c3=P`{m;|e!5aJl^Hu2lgf>s{_kxsJl9=aX1tvFg@pDe*5+=63)t+MU$d(Nl{2Cw8a?Pd4bNE83gsM%;WFz zVAS;8j@LGI{kE*%|L46<8}2gATzCs&(wkz*sn#AKpHF(@*jM1wG+TQ6*GaF4`Z3#a z!_w=S5dC7(yFTp!+PRH`{VLpaUp zSs=zVAc=Zxw|uZGSz9gkK`GMB=k*F-O%yIdwv0vPAq~*Mx9~^YJ&C&3(bV0vi_)w$ zTNXUpULAste%6udqkf~9FZw~y^cjKG6wTP}A0VQs*noV{r=AiWmfayT~XuT!*Lg%C2v@j~!*?R#g+yS!*FlH`tEj zIF18vRET-x>Fd+U^%e3_^d@fwJapDbZ2)a}MAk+3DP zR+K$bAvoHL?mMaWvL_+Jo>@27py&xHaC*nsW%l9k_5Rg>SN9%*!aaol^Y(br&a~wYuz? z0-pYq>~}OT3o1Xsp|C&~g?t(lS_= z_PImbtfwGV{PCv_ZM%I!6B9#yc0YG$>uB|*RQuV*h4IfE+I%YWr_^3`I<&>+#6zY; zEm1N7>kF`WQBLklmhqSt=kXLw285YnrFip=&GI$W0>SXqh*b1cs0)r`t&Oy}I0 zJUUo6xGc|5rJg98PK8(PCKb20&nj{H4olV))1!}|b#3lVJr>beLN;|e+aRY(F?Fxj z)YdMXkRTlCIOgmmt~z5NGn)f47ASq$1o+VTM6=$Efl4soBRv|{zR&o;h|F6WYKhwi zf3wsL*Bkrz7~@xSyj(*BvyDh!Kqzb|84t+TUcwZ_s1sYVY$4!gVwM!>;!Is5_G-of z=7bUaA#O%YC+W>CW?IFbU4A1O@}g{c8BHAM$Gv-1QN8;DemLF}OUD6C~-*GbzV0Pt2v=kb!b7(Moo1yD*fiHM%7w z!vez(Vv=?AtR!(|>!f>{SJC4k!52Jh8BwQ!;h6c=YlT$Ts@n2E6DTHQJN@P=L1sCS z?7LP!IDiz?$ba#AzQ!K%#vb}m{)kT4Ald8ajv+-y;K#Si{6?1_$6 zbK~|fqtwz1qH+hmoJ6zk;i2a z5v2MGJ>&gC@0IYfp*k02@FxnVp_YorlUZfvr)i6o3L%f_jeN3W&pYFN>~0o8mQcWM zbHcXr3XAKGBGFpz9utFP?>&CESKlil{}0~YJ*1SvD@cWq zskKV2Vro60AjH-x0!6l~NR*JNAcUi7*HuJn&+Jxwe2<7aPYv;^HyodcV4l@5An0_$tyW}XK)&VarkXnZi!r~qRHtX@$%Da}>{ zWEdTZD>8TPCl$iXH+PW$ne07Z)9CO^W1Rnb(^ z&70N^wc$QGjQIOuRvvEw*0dW!ZvI&Hsf$A2zQZ9o{?;jxjgZF-}X1`Y(MP-7cd3=WupmdV+93Clx{5x&PM}4ii2bHaWE+_I=JGtcL{X+WY0nkA z67-yj)Tm9Y_yc6&;VJL(lHd%!8m>iYZ@s~;aYEK;)A&>ro-8jAu;~4lnRd(} zILccK#rDqbAjJw01Dhy%pL%kEbBqU$+5!t!V%&EMsL;`OgF#0vR%mVw7i~%*>fa(? z?wdwFI;S`Pbe=4$v4TALb}U6+P!@5A4luHcWdH?2jI2W4oP|`TzO6Jh_U^u5^CSvs z!Dfv}C(wa+M39!cf~XKIelM2X{ek+lH``KqoZYxaY=|2h>LHE)eKiN1ZaU9v}W+ZsPyEt-t)sA9Id^ z+?2~4xW+qFrCn(Jy(GqgS`8`??o6X#GI!-Jn>_>{vF$+oCc9DzZ@RbzpuP(L z4X=V`{VZbx$vbgD*o{q(c{0Y5Krg+6{W|H`3?D%ls#f{|S{!qtil~{;Cv*&A8s9-OtfnaHrbGeK~E;2;wBH(YOn1 zc68967;ZX2m@C&2NhP#fjauf-O*fi*+ALkRQ`lbCY*c>*vX*6;<{9qzJcZ50TLk1pw~zTyfL+~LqNs<*zc{$;rYfs9MqyS6e%XDgI%5^ z@*l8M{un=zrzS`Rpargf1mLkmFurks1GU$donklP!;JDF6b>>kJcR{%cHP0lNXrEm)5KB0it!K@o&L|ZF|s}VqjcLg5;sm7y5Gx?IqnVj; zyBcLqJcQb{iS)0`i1^{I7Y`x$w13~c>mWP>>NfCLPo9=ZxJylVKHKf<8$^GRd3P7> zVdRYTz>`lCtHB)u%y+J#P1u9v#%K`b_HEDNq8B*LNPa_TlPni=tV4X`O zafOHfDR&yI>-*Gp6YGHvphNkv;adQm!G}^a-~#+PR58e22q^OuJ0#6TSPrRNPM2{V z=>Mc)xnKa|yrAtJf+V6Kyx-?P0LL9(@A!97t1l**U%pr z2C7waX}ZyI*bUfmorr7jw@dcz>{?qWUdrsKWF}F*bo4 zQVrIs$2ZtcaRV=jmUW~7N1s_it%Qz;qlkMQ0ufXWGlab@@vjJcVkqr;s-yxG8=^l| z`XtMy*8w-=sk)~R$85(sp@nRh(3$HD8IPt5*ME*oQA|5a&nbit(Jb#>WgN{5E|gCZ zEufAcGFC-yAktNpD@KkRb;aW4Aev|n{#7~nsBDJ9`9cye0$K$5iY?X2Wv>ve=S;rg z`u=8gI{y4GVwK=psvSn6gC%F+4|VP*Gpv5b)Zqwnk|y4d>~A#}M6>EuJ_64@_kWf~@;i|b(oT3JPh9BcKmd}+G?cCIj|OmCIKcsahxCMQE-LhWpKT>gne zM`GoV1wEsYRv%S7obX3$;>pOo;C2Y*Fg)};p-+{>gMGs)s9c&B>0z;@tC!bbdywdP z|K|y-+o|CFpwI+kgD@(D477BC1W0=}v4iQgGZPZb?&8~jd8{Rbwg(^<5V?&-c?;m(in4w-u^E(xbUxmQeR_4d-U2CiMfG<^ESCuAWR=6KZS@pi(- z6=V9W1}W_kYVU}y|C#?u=Ar%j4`qIGsB+ML8fM&zYzEY4LS7m$ zT;g9Rw^m)Dqr2q?HQfv+7WsRT!ai8VNHu>8G1NNSiamG-}M9 z_cHb6WH6TmGELNhb%IrQ}%EqiPw%*(LvrdhW# z_mJKi&>z4A~Rf#@Ud{cGB#frbJY zc}t5i@7Cjoejx=tT=3Ia`@46pnCnuf)80gN)g_@JJIe}b?^G5{x{RZgxUWRfMQAtf1c0vlwf zRBt-$blZER9Ip90FOa{J7T66gs-YLEB{@dNR#v|973QCiKtKzJeh4Brrzw*nU zFut95Jrqf|)<5S%=t6C&>4 zpmXM9!iOW_=1Q35wj0bVkoyV?KUR7Z0fm6<`RrLns*6wqhZexzXVDv&e}K-gS2JrC zI43&h9l(1gwe(FPqw0@vx74o&$p20j}puBs+fUzj36}%pMO!K@=FEsz0ZGH~%VZ7SGG%eV1nENEL#N4A6(i zNm4L(gXg>nr{*Pqas;f>tW9FI5(=#RD)GHv9dwdS;MIL)z&rAYUpM&X!IqkqxV0O7 z=|H=?a7lkWJTEES;6~}P?H$hozmd(QG?CqkbU8fM;DsB6Z>lb zJ$E-OIhfQ)E>Y%p?X0kbLS#sKf0sVJc?u~xO0TY_upxH1?W}mw6K^yRESt!}_p-NN zgPefHAWvYl9$65K<>0LKhaG)8bAfnJic6+p_YR%D)cdY&>&BnHd2v^>QM>zkBWCF^+&z?+JfQol&L-iMI(*_K}Bx}(Kd zsq+#RbTxaUEl7dbi-;}~&sljfIS$?#Cu1I`S0ERQPJDm zd+G;f8?L{K5NYY)q#K}Z70ed@Lv~HuBxN!809FYC_b|KMi@A%^E{Rsj)Uqi6?c80! z`ic@X_EeQ+8y+S^Q}>{eIba+xn*>?l>ein7ns7}H zc;8HMLWe&gqg#2?u7P~`B=UGOGmp>};d^m_3(QO#4gk!9*yl;#Yu!WK`R4}3%gMQ& zpkOpkue&W&I1?F$bV;4mVo8LlMWT`rjz{9wo^P4E_h<(qvksd^B?+d{ zvpN*3(hPA^z_O~R6;Ctq^Or$>ffnG=kH-aIUo`$-$|D5Y`>}jJ%DDIiJbVW z8c?|o5=E9iYC-G2$pI0&OY$*8ENC#mK7XMHbSFeQ8*2)OKmc+;CGe;!_J@wek4tc` z1;BIvP)aH}YSK2L)G9OuTB6p-STddVSI%bsK~)g@_3LzrI*7Oqea{(xSn+WA#Ah&s zPb4cfV{eCrs&%vFdGrTBjzng2gF^GgQ(%$!jb#F$fCSKt3S!00@szp*ouc#`)b?>H zl*BFNko@pKS25C7Seshh6CmNeKIkny*55Jm-9FLwi%=J0fJY@N)MNanGqz2}6g%!x zABapJ{3?b@XtEssr+0rd$8pI8W=Giq>MFbo3j5}XxO-f9qQ)p_X7!jY#iWd0s3R`J zkgc#aegc)Mk8%XzqTCK)p#~?a6@HhK1kU1#v_Er~;4}rMq_^mZq9+UsZl8G@ao4-7 z#*Q^8GMATuZ#KY}^ha^<d5Id-b0$1|y`&}y*(u+TOgohuOjh&c?DdDu>Y z47G3gMg=9&bB;6!j-CfMYt$81+X&ty@S$UmYuMboqQnZ}F2Ofc`ehN9V70L3P+r@Z zl1t;Oz+NQ$_pcj&Ouc&<)tfjJCxMQL)Etf;(pkCNpwbnqkx9yVp+(#PV^BJ5{+)o; znMCs6>7-W~d{T>Ij(Xqvt3A@dT3Zi)3b-4~!RYGnt~=aFa1&Z^mrf=B+>OpkV&;H> zTk2C7^TKVNd}TbSud`j^0dj}HCEPdhnnyWgwgEbONrD0f!Lx2-M|CWi{@Ht`ZcD1S z8n`P=XG)!#LEW9-i03P30@&(SM&nq8Iy|+gUgpA`V|tkI)^Ux}N4nLnv~izh2_s%e zX~Bcr)h>ya{i>zau5OUzE8Bn5(t=i>Y?g8X{8F+q;NR4=3KfSS^cArKepl0)ic1pg zYFejKSlVYVz;hn-RZIn9RQ)(Kl^wg3i|7fqzlv7DX9pj0g5c*ZAWHis)e1Kw%Zq78 zrh?hQT#<$HHUyG>Ein~BjT z{Aig&=WsuG=t_Qsi9ys>&P()sV6_bUH8rd$H_i#h9H>qFV?PGE+h>1o37`RQ7nBZf zvQy@vC0H;Pna9lpPJX4H$w7{B6zOQz2!A^BPY@6~R(h#Vw2JU*e8_2fKe=bMEN}6% z;=?)vrBqE$AHVaSAvBKR0nE#bWnE zqrL()?Fe#7JB(JZeu?x*)jd<7PI{|dl^Lx;fBKVb+903;re*_vgAi?k*Z6wxm|&Q7 zg-(EQ`Hf{Y!5@C<3hhg2r<}?Jly^@Uz=Yjc6T#MYNu}N7q(1(oyUd)`@MKn(G_z(< zv3yce$la?WByl?im4P>4^uAXVT0up&q62jXbO!Bh`z!AyVS=hBqFutcjl*YEHXn6Z zTt7I~MBq8%*#O#Gq5mdjNo#*I41c?8()K$_XfM6YW%ZJA>TK>KVeRm8P`P%g2`)S& z(lsKq=P2U>IrcCDD*3W&9NHaQM>@#Vcp(gU9uk`@h14yw!my;YVgPdLgz9z!K4b4; z$OP~lfS@->3lz{x4;fMdp|Q6vyf{(~yi_m)rRHP9 zzOZ3)LB{z<(K0#gnmpSnvA3;$JtYN+@0I^F*mv`H9GKL{$F~fa>kU&YoYaa5$SULQ{BW zh~BkS+sl2EDCsV}ARim3hwC9*;BjbR8&m|F?{iFx(Q6e$?glw5Xhazfh+Bsr5*DG{&8c{Gk`e*~@3H}xgnIi+8M%O1 z2YS|#khCo<0SgA%r^wXWb`~XV?N%aJuT!_IE59S2s>DvzDF9Wz2g5@qFe*XQAk7UP zxi`XRQT%97M5yH-Et>_(V*_p}B}MY2BAJr>T7o8>fmH{@2h$*X`j1<;-f$4nXy9+f|;mnmO`cQ`HX z!zSXpgV-$B7?>4^=dl-4!*GmhE~!wp?$dZDVVX3b@fW!EP|Gw8kw@v3UnWlT`cyf4 zkhhfh7vpr3YBTXAY){hpR#kmo_eSO$0kK{{1?Y~T`oGDp)~i_$oEi~V@jTJSYXslY z`i&8t3w??m-Ak}~I^AgP*K(6D2?JH34Sn^7@p6)77Oni`PzD$`D5sw|kckY3HjL(t zpgy2o8X#p}rnF`|7xR}dd))|c_(=i?jbM7OW>Ceu>eVWP@_?h7rT zv6@DaL{=N!!Au85c!>39aU=~)o;;`wGTU;&c9vO4Wev89mnynG=%ztFdDTX;q&T>W z(~NrXf~di5UzhcQkWB-~V+3CoWsn)h^t=Po=})|+z=+`{8gKH#Z=_1c;3&4c|9!8s zWA{NCYN|$KMh0*~2`!BborHWG??*|+*Xt1{o^!JIsO1i&<=akk(G1AYK=i?aOGYv{ zl7`V1j`#Nh%G{!y+ZmFm2)!sm2)r2-vX?3u=_R;n;3|>A>UjzlM_yJAEda?dv=6%c z2EIxPTr1xE!luJBn1$rlx=S$7>7;%2pbVW5Sr8kWNUt>UeS}hVnOkRd+D-mjMD>|V zg9m$Lg*0H?owg6M=Xass9%rUQ<>63m7xAoOhd00igpn5Y7M8$qrr*3rC&OW|gD5%~ zsORSbh-Fx@>_R+M*u1=9Nxl(urCk>*(A126SRNW(BJ*80S3r6(9+-sZC0y3pBRO)G z!Et>z=uyk)S4t5B;EncM&MK{ukcc6y_9E~F%TaLBdo5aCX`z3hAEk@hEk2;>&-W^CuSalt|3R#7H%kS1j z9S#@xilT_za&SLXBc4E0`;sb&CZaUCBlrj;!da^@)l!8$BQ3EN*9soQHt_%^lT&VV zk^zCjjzKW$Xus2%EFe@0%`Kzd4f|x(@O}=LDXVdH2^gRt)NX?uY^m`YZn$w_=Lit2 zF~brW|2p9RLLLPCAGj62*u$`s8OY!D#&&8&#zrdO5)B1K)_$fjMhfQTAVXa??*^4Z z!d{f$3BjkgSBN6ID!|6Bj^hUG@lU!%^Nm&M(KVDRp>nWCr$+PRSCA1US@agdsU_Zt z6ld$JTn3F%;6;fT5`J=kYfiV{W6^H-E(d!J7Vx9ZF2XF<5uOw2m`z7nqv^OVvz~ZV z3JOm5y05RPNx5L3O7#~8=TIusL%(&TOAfKA>CaSh^ZvoUSL+(IBgNjV+&(8jnb;}r z=XJx-hjy3@Z?G9t!H%dYmZ|s?L_C=F^7FiOtRK0DU?(i67M}a=0vHT#xLV!=#nzq^ z04Zm}>N>eAAp$^y|7C=bJ~@mP;CuPU#;UKvq6tIQvbhh1+r`0pX8htn}LY)e8)L(D7 zcHD@ze3P6Ry0LrbjZ_Kdn6{8C>RU=>6VbNikg)~8U^cw*v{#cZOXkc&X!|BR{;)K<7xvE_LlDBeEE@{3 zdNJQ(Q}CVm1I*w!Bqb)cHG5*y#WRHB(KW;~ZZk%z9?~W5h@v zeFuvj3Y_elOt|9A7FWdVY^omZxJYx1gPb+h07o$I+{NgMHy03O+Qbd763DB zsTG7b)>=f#w)0EG_V>6JR6@@i(?~>7VEAZvinp%a%Rm8oG`Z!thTyCr_a}OS0J2SB zI4So(cV2wQyY+;L1p@hzRaA^t#hyy3oTbgNsS~k^{-I7V61t6E#hY#g=qrY9K!ylI z5OZ!!ieInyW6`D$;o8!Yt zfn{~6Hea#2vaiK*-27W7=-@Wb@S1Un!6`0lT)<6)Db!-GexgN=b z{p@VJ7(AHjXXr0bM$q6eUCi?r&7nR&o6HL!&}PK#d#cN_Q>I#ey+fGLc>14g=WI|b zFA#0NB#I{1-1ILb4BYv&9=0tP)5~!1y16K;a|B`v=fQ3J+`6|J#vanb5dLiH5$bJk zY@2gLUIr@&6*lW;idN|bQ-q_@F!~#biVH?x+I#qxMiS5^7ta@Vsd%2JA9eRPAN;e_ z5(d%e|0OoB9|oKKaOZ}`2b+~dKpuF^O$M1n=%1|5sq&$#ll1;k$l zz2$28WYLFU`ONWski;M`Vz>sve8T<~o*R{M4g?k>>4goNrtj!Qq`%gn&7l*{3PGde z1`j}uloj610TL%R?Liy_o%ej0YJ*B&mhbYXt-NIoWJOV(@2Zyg72Q9Agrg{yx@`32 zyh~OTS1V9MTOz#*^khe+yYDDgU3$XyxWkP$MSU3l^)u@e{gBs|3p1fd^_mpg>R_XDVL~r3xBL@&!+v%5y(tAbBt7LsHkM-oBj>Ywr z@1UHvLADSSzKQyq(w`i9Kk<{n7(p%_VvVq;HA2VXE!K7PVtWTD0VxKd(AJx=RzE{Y zqggTrGkZGfUjpjS>TO!=S`gn7nx*iA2E(44u)G1x31jW7xWGo8i(Wy$oclVK@&+(?D(OHgHwsxQYU8g^UN4_0ympZOo|r)_vo>v{_kC z*CO6bNU{Gax|&39ZFc zlep=XLbE;nORy;5{?H3>02Ro57>&$Nnrs z!d5{|^U19}>Bne+>1KG7Z0-TyT`=zfGH%o=6Mu~TUo*eocIzJ#J5A28oG!qo`5TCv zY-#Up2efBI!WY8qCS>{n9HuUYfT8DlfhQ*?wj~}KclwgM=Gw<})FDIE^4|%;+LoY% zC}lS{1RrW( zDy%6g!6L{PztMTX>@wbhjlBEcZeR4LLde{%+D`Iji8c|@jX3Z#?GsKyYf5dFQ<114 zPUH&#uaz%}ccCgwW@^1CG6UiiBtT6b#AtK8UzZ}*D2Mlptw>^ff}f4&=a}t=G2H2) z`+DovisXndGyb#U%tk?*7d;m`YYwA;K|KT5#gA+m6b+K?hmFK`zI zwg>>*bOi1dz~`1xXEGDWw|ahR8DeHVMrQ{jvmVe(NUx*xBrJg{e_`PG&l658#3FUmAO-j)48&HCLw=WNU52R;`;@5Z7^NcJ;Vj7(#aRz9JqRK~ zAQzPRg0FkzHbG*2eV;ECSl)I?SZ+9Z3jAKtYlSUkF4QNE%`!)-V88?&s*ut(5RKG$ zk(;pH2+d+F-<6<@OOFNj?_J-k7F?beu!);D(?=`QtU3`X1aBps4 zf+L9VQeJ!l*F4;0NN;Wf?%lj@uDhJd*i2<6d;IXI6i~lJS$SspK;`+p%a?ay=lbo_ zOy@_oY*c^J8`y$@RQNlfNW|~atRrm9i9^cvbzAc*y zj7!^|{(eys!WTgMsJ++TKr7q%CJ zJX-Y{?F(DsO@coJf!2kNr8=)92O72?Fz3tWh!@Z=cW_q`4g6^>Q_f(<(f~DJf5fwB zKIvS1`vRvRSP1pCJipJsD^2=RP`w(ROlg`0e0bSY;9P|~e^p0p#tPZcC^)Na_F~D@mp?=(q;VM37AF#0EttQ7$!37{+ zJdcPx3Vl8mIz#k6v!bgG_W&Z*lCEKTnQ2F{ z2XAG=?(0&>#w!COR#{5Axo>do*--&X{6%=AHg)!6)JeoLO;t=w0r`$6Vd*Wm_)sf0 zv%EplnLm2yzZBHJh1KyN1S*8~{Q%y!hxn3;2Fs3h{QFukod_UnnR#D#U@3S3#!7n_ zrfq5vYKRC|9~Vs|qs+xiM2TdL zVf0hHfO9|4vS=L8HPd!QJPV*#4lqKJFkaLdGMj-7uqI7c5F^if#-F$imH^) zcFT_y26Q?o(R%6<;iSn*i;Y-jMb+N2(knX>Eu(@Dubu3FuNEds09%M23L!?BY4^Y$ zBfxf2;gAOR2C_0g_1OFLO6p9xXb}k7LxI~uPIq>Hrz0&jk68>XyLQ&&m|v{2oK_MK z>+`r9?SuZ)Ad0!n@K^YB;YLYuRhpblWe@+}_oC0jhiS%Cn;B|sNBsOWTt!B&8xDl9|7~KTD&MxM&x5nu{J3T@dZvF(_4%n zUc2Am*wj94+r?7`WP;s;X%@tLR}w2u4G!{ail0jgTHu!;i)l#6QY?f-;^Q%olCc!n zhCt(5J+2717!0-jGy*R%h;gxcM@^Wd|BU4bStMQnI`Ytkoc>Ul6}78LHbLZI^hMX# z+zIB`Z<;J8jbC_>@lcTLQj@gkde{ll?grY(bE3jIx#+n8=qv=bGmAt}nA&Sfa|@>! zj4ytzDTmsrwLnLEpDg*krj!{T`dHIj`WD}Dhr%u>Aua#z`9DxC-&C=JGF5oDBr~3^}vwO-f)g=Yd3b$RK=tHPQbG!EsB2yHH zjI25I+YNWPzST4j(C4fsgbMa!rj>&L{xa)Fl*H0cT`-`-NS5GgIuyNeSn6KE$3%ZI zmV|k1y9E(R3U+r32sUouxWU%UBmR0?(&8Iybpq2~su1kS%Id7a!rt}PHK#7M%br>P zt*4yg(ti1f`I- zOme`S$M_RKg}rCm%VSYXpbZs9Zmlsone?*hRQpE4qrEAJV@y9vAA+-(71zT22_sfT zg|-OlG1@D`GPfH|Y%j!S^8$oDgQiKMibJX5r&7+>XN02Vbv!X_2&PUT>bu6!Cw(#J5amq zx>hG;S2-=H)H6(`vZY(HQ&}x3)-aF+DJ5AO;A|%oTB6I|AV6aNR)U(DDS5AktZ$YB zQ|CG*y#RT(6pY;pBi8gcHN+-{mMtb`9UjJuf@NebSX*5hP!D|YX%;TjXlaZ z^}~sq7+8yx@WRDCsIS7=8Z5rWo&u-m39{Z84T3>Lju4Jz5ZMp6CNr*PN1;T+KrK=r z)iCo3`O#YQka?OgI{qGROp$NPtQkUfegzp}+V0(-FxfKVO)0gUwGnju=ZhBD8t~NJ zApQ&OL^eWJX>*`!1xa6clk(LrJOM9i;5Rqd08+lX*Tni%yqxMc=$diYL|7bj1X@4` zT;S`|vm47^r6lFT68_y_JRhC@%r}Yk3oG6pX!I=V)%4*i_#eX%n=_fa==GrMM6wAn)JP=+>5<@$erM}z0j|=BY$&blN8f_MgGFZQUN0+-s|77 zzx&}|k8s0n^;Z&q2mjh9S2nrPS@0|PS2sM?T44wOrVJ0)&ir|T452-=jEfaW;d~Ea zx}k)g$=N{yMs_k7EP317rC1_A4?d%kJqQoz8y*ZM%8-r&skx{#@)*$)StH|xe0^#*^mRa~ z0s5|7Coqm3oQ^U1OS4X_)f5Svzxmo3F~l>a&T_XEms zs^rSvvDRX+J_>B4jgSkJ)H3bm_g<|-!;Skptl zSW-#{q0q=yuhk{R?A8_^h+1VBVWgLVp6hsoH*GKA+{HmuY;$`2!aD#)iJ?GbQ2@@> zyDeCe!0`YlU-!dzgr7cg7=_5jvRw+sj|!&N;;tgG?GkX9vo*}(W2mPP-oV0pl`1w? zA}p%Hh&S`yVfGvV@&v#6h=PD$cN%DUeHjrcxV!7d#Qu%i5TA?;d<2TREH7AWbGT4@ zO+IA%dl~>uzNh4jXY_CgsbgG0cdQF_d)D^wLv-SfWVTBkIT2(xv`sqJz@iT<0=V_g zm|-co`?}0HoUrCAP&CinCD4kt8~1WoeDM(MpQUPPuRWRgMu98PkYi+ zbql)w(JEIV7)zqfQg5 zb=cp%x7g=jyj^H4>=NVMN$gnQ~ z?XR`=S`5nWJ%R_YDs7_@u?NLBo+vpI#7+MaM427BORmr`daUjhE~S6jwd2zkiq+VY zaP%YUI5{cudMD%cgjwE|K-{h)C$)&@d}R|u{k{*^_sXfgEb2{Me+~nF=1W*BEbiv| zR-`6!sMF*e%50cq+rng%g(lBz%!`KgIaUnwW%a`iEb3d1cakPRB}Y)u`Qffy z@*79+isse$0Snv|msC47=XK^TK1V$NS89%{XfyR4*s#Ff8>i-U@X9L( zI1VqUIc1-p6Jl@OS^Vq;H3#4pRA^JfhF_>Tp}EgeIO`zDZIM$UTFX>YHw1Tf@;`ue zphzK)Gwx<81)(5={W#9Y(3vgNA*2E7;!rx*uQMG5l{F>eYVQ*Td?$>3(lRz@2{DycSW`X9VU?!S?NDiw9J^PT35tdZou5dP?*4c`vM55ks@3!1@ z^RTw*wa0x+?lR7MAy~PS?0#tfq9QRg=-;PzQ#l~T-+{RTnr4$JpoQ-WxsI=Ju(|8a zv19T}3Qx=OgWcT+ms<|6$uZcR-l^$QgxiU%85{110`}3StMKzX>>{Di2=?{s_9NQOIqI2{%;ChGn?pjMe94V{0 z{1{fc`6zr-&J$Kbj3@wA?e5bhS@sAPO9er{b{o0*&q9r1Unv~5Ik&<4&RA#?Xt3UP zW_p|Ty+kI6I`bvKU9Z})jow1B7SxLf?GeQUAo^|5|ujWstfFHY6 zT1mM#N9#O;rLL=irx24cngNOLKY#-^luFdBr50J2h`a#)7j8KDxdo0i!yIDDk>vB( zzClm+T%a;SikDuT_IL2YgIykivM7PN2g_p?Q2kp-Ub0Hackp=t6g4pWDrv zi-K*4s?4eT8Gj}q8No0Q#C_p0vEu^a5KWaRwj@+O=FRJ<%RoH`LUj&Yb_wpjq=E>i zc4^WDlb@M=h2ci%LiTIOF3V?dG*&`pp+f7>oZ6J=NT3q)MNxOq>jpdjMQ_gXyTkJo zO(FuMyai7@8*(02pSTzaJ_87icG>UKJ0Y?ugGvs$D;Z(YzNVDWW}u$N?l;Mu2XP0e2v)W~U|Be} zzo9$v?5%=^3xN7^yrnO=J54v8TGyoXBlqMm!OF!Xuz6rzc!An!l*#wQUSPH*TDQ?6 za!QRc<^6UrEbnIK)9cCG<>esXy;%toBS%C|<#9Vy5MmslL-&`KapxlTRp8f|B}&ih zopeO`UY-katMr(RIW8kU#z2KogMnf7MA5spi&%2|WUR^8nj(sa$69FEcg7Hb8V^cA zY0PejoP0$Xxn26!-C>2j$*8u<^N^Vk(84&g2OCODig*iSo|H}QU_3#P?VKK+siR|w z+ZDF>&KIFMS_Uk;s{lSpKN6xV0BQ4u;GcsMZ4g}^$cW=2Fcda%Ttp}wjM(*&VpQD_ zYB3iowqH&JnOn4uURn7h#`Bcz+@)9>zU}Ta+w0m}H*a3g64=2nS&t!8qSN8Jb8Y3d zED#af#CXVu+6X_!o#Vp%Q|A&A9>nJR_C98oHV{^!+D_VZO>D<3_N%}RE=1|=a|U0Z z?KlyjE=Jz$0135IbYxWwr7@;AV~|u*%cGg8>x}Z={UGiD_%*Dj#2}NH(VcLs`sQ_4 ziXgYqDd`;V(TQ;!ea~9jH=6Az-886E00?Ttix&ppfmrBGnE3*X1=3vorYP^1^%oL z`AwUsJ)`tFOkXL3@mvpxXx+0$#)*fb(5J_z|nE^*ocqZH7eth=>4xL0U4<2 zg{boiqwW}SUS&wltE~!;q;6ah;&0VyMq*lYnIMCe)ljWTG$ z?143sC3wO(!DDL&H5EHwp-DDN5ob)L-Wid?xUcCmSOQp&y8(m%eUtI~U6kWy_$8R? z#VY4fQRKQNWX5ep*LlnUEVJ{65C@pO@KX=byE~dX$_^j z3^vJ8{39J?ZJsdTiM#_+%bCbJvJXgh?^1k|`3M`yHfTTfTqpOWG(+ql>O^@GdkN`r z{Y0{!KY1^qN;bB8?FBDwsTy$-KDEXFxA0_lBDtU=4swP9tjk1;$vrab450~b&v3al zDpBVeqRWAGl4p~dymG{z!oVT%T=HKCaRZLw58;Zd?VMN*CSm4MN6u1_>*2BlhV+&o zFUAuCTE6WYy)6Iq!NOEnTCP7&2t#{Dnduv?hnT+8#l!u>pIEnuc2e!2K$N|b{7As6 zlg(7-5Xq~_=v+l0C#x27AMZMxBl=ai1C_;cewcJHG_3uo$mxruu)mI(^XsBEJbD@p zYU-(VXkMTNBm?f*jw#ZuA7QE;=ts8Drcl}aKE!qgmRzi*1%xY8YaWkDEnY{^1c48= zuH|&5%(A?~h&lBQV8mBE|2AUK5YWR7_y6V!gaJ=4I-myBis2a^9qIjm(QLMFvu}}E zQ0SmvaT?9OgSeA8g!vx5<_M23U-@fm$DnQD^u+3M7;E`b!265@|FLpx9~IeB7V?|p z;hnmN%dD&T^;WU;@{_Sr`I+4rDO|km7dt$e_@Bu15#QuS{3|aN%T;_Y>}&WCc_~+z z6`~Ca(orSIj^P)`>A@wE?ZeuJPc? zrt#@u^|3pYI(T7NbE;OHcn=Ox7#GbJ@%qAed( zBzYf{xYU_sxnYlv3oSYi9_w-6@_W_X>EOS&j;JW8y|sqJ>H`av6arFalvPEq`vrFL zTfJfL2&}Xwi@$|lq#$QgE8O>C9|F^}KezVFn{}aQK?|HSnOfIqud55w3Nv>;?ul-WJNQUz)X+1%20$#QC)dbtIqf)188CB za!Ms^?ry-$3$C$G09#Se8ao{RW?3wy2-r>fG^0M;j7o~H9=llG5MK_R3J-3OvFbx- zZ_bQ(;VIg^TBvD)5%NngghQoQh0##y%8$m+p;Sl~v@kM70puB@R$c7Vnh(12Y!Av- zAPDkn&{D?*^Rjt@+~Dgro1= zF>@V=@HO|iD=HKF7C|>vFi{vYc0V@x^)_S-Hk1mc<41KhQrc~hamU?70h9^|F5B&+ zR(QT@`BZw_JrQPdigP#YDZe5Nu&#RVu41)bo>k`D_3XvqZ6r|U!Y4V~DUAuw?VJ1c zO+uC}UhrT$h{?xkrFiP47kOu3Bbp@dS=A`J3isaxn6I-`X}KK$221~lj5Pv*M7g+A z=}Gx*qjF3)S49%G|Btsfk8A2o`-iO?B0^XM6olharHYugf>@TETC34gNUc>A3Tf*o z+hFPl5+&pah+z>j9Usexh18;=0;bAVF(!}%($>+4AV?U=HZ95`=Tr!%~{e%zq2NSBhArSAc)+J&51|d5sx85h(=HF}UD` zC?3Q?TOiJWOTL1P!Diw7ne~vc7i;ost|w;2!WN`K0Cg9ODF-OR-+^b54!B(ELjZ~0# zAX`2d`;(Ylg^WIuEJ6=(^Rbx}N|bY8dRmvP_c!!qBD(G!Sp&`71y2?35E^CToSY6g#e?6>rd-P{&*5>efDHLy zY_0&T3EH)}VQ3-CKVHDKRnu#dIbZUjC@B!Gpd!0zSPy&gniH8ewkmNosWrjOYIQHQ z(u~aICmH`0Taoz;pmQUmP;kfuBVlLx%4Dt^dm2RJKrk$}6WLCqGeoNR$auIJjc8|d zlo_bTQZ?GhE*84lH@Y<~L@c#TxSZT&7(?5{BW#*xx%I0wHKwWf^-i@5Z->g?2KE%b6FyGw;WPWN}B% z8oBcY8^|mekruu#*w_MwblfM|w6h=Fpx621y9vDtAWe|?dct892y0HMz?%i(*40!b zKK4v}c?4Mq2rrwMYD0cafj%CoV_5f`j z?!$aisQ=$YH|`IBGdQe=CpTGP{1@D*%$89-zJu2x43*>gCn?5K zmtPoyx-CP+vR(LqvBmzMkr={KiH~TO@`v7Rz8~VZwa@ms(8C@G+%{eSSDLvL>nHPTJ>BR^V!EmDIo}W~B96O&!-J z8H=krpPjvS>hn+%aigkBBfVZPh`S`z}LXOlyx9vojzYE4Wv z7ok`{0z&tfa2!&&_zgk033M%i9l$KC!B2O{HTQcoTsC16cc=XRnga#%nCMU-0ZN?2WQ~ zHjTluf;*qLOt2IF&4Mr@r&=0jlS^0#X*To5+~9#NJ7}J}KzTNrlUY-F{y zZwdI+LUTR^I=+(y_-T8}9=R1W`nSR};%oMX@t`gZehmL>S|UOZKsX;aN-@SAQ@E1x zHpEC@gfmHiegXWnLWSXiq)AwL*t!+W^WL_#z_uH`!ZcI}Iqr9~WrK^!ImD3Jzmf>= zi1lC7n=XJDBuUXU_XNdGH*;J$<}|MB0HorTf7sKsSg14PSW}5A1 zkjAWH%=i|+!BS(p1mMVPaH$JX<1E5^%n?6rw4BK_af^ksy2jzKN={7-2j|>>&+u=t zC{$qXF!!_l7X%FauC(ND1Bv*`nnL=$U*MRF^%?vK3>7Uanm%oIr56 zr2V4}ftk!5D`uo?fesSOZEpU|8b)Q2d%uEl1YfL_FNgEF?@e4xt?w&<-EJuu<`lz3 zDOBYiuBlN-F-G~&Q)w9 z+RUUD{|rOAHqvZ}ibO5DIfcmA0O34_ynuds9X?)6Vb(YK9%`=6M{_a&ZgN2hK4Rvo z6MhS-6T78Uxxu$Hi6|rbC`9a~y++=mJ#Gbgzk`o*mEP1sCha(7-%jSifB<8?DE^JObo#9wSc9ceHsncRATaNaPWek zIZ-jR2W0av7o|hmu$^DB0S^^NWYG=aJB^U9c(*ah)it9EBUjgAIV@3o$sGx#Fk+uE za%cPC8>ibp6}(Gko1}oQjI-sqRt@6_?@pneB4TphxhFc%^8tT2ZBdL$$8N6}11Sdmpy9dV3ow-3OuM|^1slgX z1pm9RQ-9;fGw|c=F(|)9v_~Ii+&2i0fKhmZCB4h;O8A~a=l?RSZtCSQMPUf0n`LLz z7{?cpfks}L!08g-gLcyv`Og4mMLMTb=nYZ~aT#1nCft&CA!@jh=t$@b<;$Pw@%JRU znNw>2SIAsceLIRn9JziTx`~x7h0lVq!q$ZqJdx0goZ19|AWV3U*RaJ}=vw=jX#pR7P{!(WQd-VH-X{>$yt=Kn)6l_>)iRzJEg$(PGG(w}&B$ zxC<32yi%B0JDQlI(fc@r7sSFD5ifpUEKY+hpvif~JAD~o3&;Xnz|ONZ!$;)1#?CYn zM;+QZ{Uhe_vDF~EZc{W!+Qv@-{V@FkDIDpjsL7Yl7X%YE9URXTx##tsjCy~oS|<|8 zoW2^--Ij<(Cv&nkKX}%3u4LoHNDh1NgSrDZqbj%FTdm+J3}@kHrt8OstcL~rdnqSk z$j~>2TAc-}?+aLcVPXxl1ZxQFf2zZZrC;_)Wv^9l$F1hj4spM#b8sC_x1<{%gM*DM z8vl#dB(FAzJrnsZnoio|z97iVCa&e$28G{Zcp7xbR!daRpJh=w_J0daZX!YUc{C1&mJX1)9&$+GlqAw9kt zfm~(nOz7v}mg)259^}Ww0kiSUIJMdu!~-K1q%aOsbMh+KWwax}6QR)Nd5*{z!o4A~ zw-V(8aIMmqlq(2SoO-YW5^^nAn-mF`;#E>RoKsSvZ)5Z;@3d8v$Y{p9I|H^>g^U8pqwhVwMag4rt8IKYn&K4RfiXr+zCQ|7)Dy zJgohD37)7ekl-I^$qy7j=P2Jt%B9r{g)}|y5Z@b4~7eZeYO0*jHq=}`7*W{B|nU9MqFv|GmV2NqJcYlV88|dvv$fn zPA%-Ve2Gg(FIwMdH(I%Nfj#{iao~y>S)ws-V=ab8PYP&aRvp)F#Zf45GHCsW;c26< z)Ls%9f*5jki> z%y9tAtChm#y+T$>)q3)DHR;hFrcv`|reX|Oup>sE>P~tV5JO)8C=4=6?Z5Os9RJ>e z7<_B3S>ZY2(|OC>oZt5O)Sw5MjgL>WenVn@zeE4|MIgBuR-+O#Tp0`}p)i}@Ks#Ek zOkod-mnMQ&Ax7+G40Iao=s zgANe94+(JE0{JUommE zMaZDeYP9$(_%NRe)r!V)yLFZw`CUlayC=sMGW!y_OBQH~WGD6rUP45y+3{4YHK?!j zOGtDWlf6MWZ6a+(o@n}7fib>5T+<-%B}=dJ8$d2!j*quv9p0n0)?mR-+YK~%JP&k` zL+#N4R<4PsK?;2wjz_E?dc=p5f_-1n^h{*YmI@N!(^lo1#I7k4kg$-#Ab8f@1ne3z z8$i<&JKL)K2=Ah6br)|uSa*oN16Ckna^=uyJ1oH)nklZQ{5A0I!s|O*4B`_-G-EW#vZ%reA#2;mdX@zjVh&W9@;cp$h@)xlg-c zRe(kMYlmQO)^%I*A5fdHtNjp-aqp&SuI)2w#auXjTv7+;wBGE>aR(fEbEQ?nMkyfUEmLC~h-5UXn;~CuKX-O_?Dc{5JxtQRY zvQ$#v;l!m~!8uMEp#wg$eO1eqe*!g@VEp_E*1i_|L_+e*Aq2vbXe+yx3604XfKT&H zuz}!JXhKF55XvF4Lln|>bv9M}GQ zu03%T2xAC11K0#RHv+5X&)P}uH;n~$-T=%EYh(gd4mObz7~D(C-1y#>D}V)~`IsjJ zH?Bh+1h3+f<7m!}Y+L=5$qDO7D+VdRJ=Dwo5_o9It$D8--ec>tozII&9WNNO}*x=S~! zlev#1KLP^fFjLsYT@3D$B%o|#hxZYfITUQUVH=1gcMu;58%HfnVF9m=6;MZ#Bvg ztk0=S3p*(_OBirWkts(HRSPyf3`S?9vQ~9BMWsl=c5?TRgYluZD(MXJsdW#12Z2Y# z-mpD@C(^D~wuZx{IAq5t=EYJ>&MAqD+#OSX4F9XOz*Ja*mtacFgfif#Ho-UTt(XtP zqPK8#aHcAnC&Vo_iS-@rJy3A~@CGakJEgP!>3m9|PFbG{y?ZRP4%{M%keZp5rhAClc_j*%&hTyc83MDA zH>}Cfyz=|Z&&pwAal_vk8N&z``P3Nn{=a9Ko16ZHDGyx$&@9LrjHU2nJ6f|WStWwN z>b+?g-U{w}>@lF@lznCfJtl(RXjEJ0Xr`=iD#FdpL$G!hR6-Tg=<$eXTw(}?b?hqa zPJ}Ytz;z)9fKldEZo*vo<7#<0?5(*WygB5MiK(hZidY-SN_azXA)I#7?&8HClDCwo zLz4uk!zab2c@Y8iTKi)+?X#Cwz>yXE9DcV06Kj7xVi)X-u=w+irM^xr1^D48(0#ub zF6{-=HJ)fg5JY4V5;e0(2ssh6Otokcw_!+Cx>GqVtT(6osu9m1i7Ig!ycInr=9I}wpKkNk`Wk+XalGgtq#Fc& z3`=u2sIdRXCrQa5SA#W=uLg6%(gq~Q^-WM4Cz$jz0RJ(N`(XUQY!es3!w}4uWgV>^ zX^Ao}3gH&g3;uw)_&4rA7I@R&o9Yow;%tt0GHVt7?4~ggiq+>>T_5F!SO!Vx?B_Vc ztxcxyDjJ7iBb-I%D^nM`>~R!?ch2#rAbf9*ONaO!x^HIiv!Rt zz~ZCQjbiu5pzBS*IjS*syL=7sEJPX3vl7Ux8WJ&umi=naE&m9xj)OG3L<84;oXn)V zBu)C!cHE&;*CHAd?7c{a19e$n0G@}tuJCtTcRb96aVqFX}p-bkcPeMkOdpv7BT?h?67X?W4u8q+tZJ+c)z z%=}@4y4O3nlxU%rv5=eHcIBz#kz47!I{svnd;VP%SB zZ5g_Vh4Kfs<2LDu3B@8RjVw2FimTQ@g5Ewz^5_ts%zzs}j>Po=eV5TcJpJtE)wn0U zQ=dKUoi1y*s^9$Q^03l>H3;=s`wZAL;8rij4D~>t`G&P#u({WcGvs3pl1|1+Nh5FU zj2SJ9cIYT&o4u+{D3VHV{F(&mLR3fCnO-Tu27AdesX?+NWiXrwC`lYqwxR_e6N(}# z2{SR=?Yp4FP0`IW!4@v19W~$vc&HEi6A#oHNCP-AzQHds%{@!(dk>hxEp1`kwlROb zsp_*d(6uStCxSK`zJh=PhXQ(Ol+pJ3fYL{DO18fCssD;z%5mL!Lr~KD3jBcd>XTS` zt~Hbf?Ox01XV#4)$c@l8q~C7s4{4Olg_siR3C9-Y&Y zokL<u5Ge-Kxz;OiI1lJ{{SBHvZ>x~jdvZeRf)_f?kwly?7m`L}HYG~?iydBo7 z>+IAyB`+^JHlKo{F>efOf6vaZoPE=l&srte+y#%0%@?eXuNZAvFfkV!M$V1BLG7v& zy!-HUOxGk@qze@_q4W69w>_j#D=Wo+d5Ni|sJxTq%MrCctG)m(jod=Prs_0_XT%Dx zi}W4|zKz?@h_OLY2&}&An$ae(8eE$}p! z`g=6@Q63)rnkd4dgtd@#f)@Z*t2nbdCSupszP{>%=BkV`v0(<(J*PSLfmjAJjB$KtLs+>r)j-M3M0|p}vZS<0!3@o4PXdsJ- zbLy#3)*^Dff$R9x8LsY2DLyr7aUl!Xnblw2WdU-LkOUTW4Gt$MmiQ9Y4j>EKftIoC zgc~qqN+D*M9n|`TSPIla>+JwmK9GmO%Vs%b?MyP<($GhVZg|zXS~5Qt08sj~t0S!v zi%@dN;*7l86A~_6^ZoZf@)eIp=y}lX&wc{O_CBnABkc?x68@DIMydQYD+l~exHjfk zVyuQ&6qhKn-8S+j7)$t8B?peAYGoXfC!Y`9964)m6P{J3FhX~!)ZBQmHUwQXJeW1| z|0l#c7Y=< zh6Zy5IRAVF@>Zadn-~m$q&wt(pb>(+U}MldDRTNeYd{Ara3e)p32 z%O{qKg1gOM_xNOG0O*vF|i>Yh}rJG-ArL7BBc4uk7%Dz&*)TH1J&wOT5ECPT~$cfQw< zvhOuo|2v!z`_mSv(6)kmG6fadY#W(W1E^R-!4&vJT6fUhc26HKuHXPJDb7UZLCW!; z$s|-AOm$+o!UZI9ztM&pv&0M3h`R;{l!JGrUjeyJK!2#2Tvxh&vmcaMk zfjxg2wrz#DDi zwH=tdaQR+ftW98U&sYdQ&2kKEUjK?7lnm5Z4#5j$2=B4h+b*N2jK#1fU$BVeyU$i9 z>;AO6Ra`~~@W*#F$#25QSYIGtd{f?S&+N^G%-)fq?ujXRcVmt(ySqv6!|zV`l|0nY zQQ`gb-+&%~8J_8gIN`XiQvz|%Bm5l8a zdOoB=h|u@I@mcCmt!yG>^itwtOW|bwI^BqIQlbI^$Dn63ez)xO#n4k3ce6Eg;LjL6 zuNp4d4tr%hCy5+077gJVHN!!umb;L-&_bp#beka*DXfon!)}n_afD1b1D`Dn?frv$ zuadjnmf>QNa3!YvJD}ia4AMe{o4^w@*4hvNN2YIsAI#UtD1b3gnd2*mRMJP!E!lPr zmTFqj4|jZ3Pegc94hXz7$Va^qoNF*CyAInibct%jL-;bL49Pa59_`?Y8bc+RnB?Y( zoJ7opv@?o`_>{leu>Yip{O_-0aR*q`we(}w?7m>E|1|ArHZT_ha1{$Z5;1F+?E;!C zS@4udgU}OtVVX}?E^73!NiuRcdmH2&$7Bqb@S{wM4yk9Fd|pp|2;!%yehT&AzL!Dy zR$kobD?tv!hx!vXdY3p8vCF!T?so^NxR3Yf&xedQ$P&B`qNL01p#{PL*o;d%y$G>D!RXaM;oJx8%z{zVzLB{>YYxiu-^0P4Oc| zpyGWCguWG2U=2B9IYpX*)yv4sQAX zO-9W5@w4-36&J6S@{X>mK2(#etDo4QO|MCeVgTC~=EsBZDPqw6>VM#Uqk7|bA<_(2 z-wAeWXqg0<@$u$1?>H`m4XmKO7?#9aXr3&Mi0Zfxk%bX(9hC~kpQI3KFw_yG2x z@Qzpm&EKSm2vxz8DcSO1LhMiGWQYOW`XD_?*;3K`MQawAz6%a+X>O>AI&7Y_9i*Y# zzDeqgF#HFO4l@-Uw+J!5~y;g6*#)m^NV}g_Tl*F}(=gLj1V74Pg zx&!sqDOoJ=U{#~D$&XE3$Ze7Bx!1>EQOKa&q;qyU}kEornfb{;eFg zC6|QOVRoxM29XR9jdG#wc1@wz<4JjRF!*FTbaHh&fhZ#gG>y+9quv1lSiD(Win&d| zn_u@C=o~w%b6`l52d)uc+!sV+3k2`Al9P64_M-$N+6HIii=>L{G~hdVVz4rjj_tH= z6F}uxz_Tt8z;w#Y1lja^@CJhXxn+YJ3B8D3P3<99qpI3?t~Z~Z2&+P+AU6v(;Yv=S z{8gBk8}*ByOzZPyJ8-L#H7|cB!7dUmA6CplyLtbuXjPIi5dUJ37;9ZYcPW~%Q#(~t z73?;!9oa~VlZ@jYdK$OF|k(LiP!H79gIz6m`% z!7fv!Z*&)hN>isk4~rcCc_tk0%LFj4wqLF`T7xWB9F&&POL1=AQd`Z0z6?wQBKg{m z^^a3SC5r`bWY-FIkZDrt1F*vnR(NfbBgFWa!$lH_A#cO{@OGV-&=ZI*6vxE%CD-ZT z5r#wd$s5)vc%6SL@NIzbLaS5{@fNM(v6t*UCu*@qW&t^%3%9oWFD3V;m?8t!$EHM? zs7nfK9oSWK0Ba9Gl4x~)!qqs`#n~yfff=uP|2rH6!s4W&Sz+t<#v-Q*N&o!Iys?sDP)W8-+co-Cn_QRQ1 zM*LUZ9=qh@C5D}_I8tgMCzEGpqaYu)6^Sj6C9`_X8V5N!tbGkerttt$+P2~w^kohq; zAtU#cH+WV@nFETYGPI5aI~!J)d_MJdmo#W%{MmEMGPu1wD5&rlWIhRogV(d#PzL4s zfVC3-J`pPB1<5v>#Sk3SajdMgW<&Xx18J-_qf-blMt0@{Y{D6_KtdihnHOQELscgtNuA5+eHUHLoq@+gpo&E;+XpApN zDG&RHzaOqWF~NkE`Jx;d*5i;yP406jELTmJT_-$DG1d4}VF27RE_f6iHr?H9rQoa( zV1|6y8J_@|@&f{7_=?4lVN-8S5FD~HL=n*@R5TqsKsn-4V^Tp=>HE*O;tneCIc{i| zdz0tjO)A@Nm%jr>Y$JEyg1FfweIa5ODir@gns@P>F}g)e@hpHQL-?$tqy}q`ML*IO zA`Q+}_N;_?g55B@Gr|b1VW>>DXK)Q~KDik*mpgY}@4i5UND4y!AXjL(PMMYOSlL9Q zKOkn=hY6=B+`9zaQW=btzd+v!Pj{$YG)sSr;yZ2ecA9pS+I|II2PA}{s|Il;9zc77 zXMQ2l&utPbIWyKKu7d{9_!ly(Gt9d%BEVJ(@2S7 z{A7D=+A*#gTR>K6Er)s%F^48`o@{U3Q~x#BiEE{lk>5Z&!RK{=;;sFiAtJOL?H}pT zFABIRdBODEfjJ;;0nOiXqSQh6eHL0H0c;%7%(YbB>+`{kx|5qv_ILF&*=@(kg@X?hR@ zk}0*&k-TNyI6OVB+LN2}?t`CI8NcxesBVh~`!zlr}sxrqx4ME0% zkU*R%cBi&*U7z@`Ct3<*Tv%b=)NU|$OW$b}m&lk$t5aYc)qaJwgv%wfVu%$ZHy;0c z23LV6iz#>W4%<1%nSsCc6f*9GDOW&L@#`RsaZo#R zRJ1qYa^9|Foclnw1&RsiwG(w@lB)IgDE9!W0lKM*W(2|f^!bji2&gP(e~rU9BqDVh zEA$%DaF-~O^)m!-L8d|dPUQ{o!<094$vp+E>x4w9I91V7h^Q;>4wjoZ9)h=l3{b=W z1e?WuL}n>5_X+Wmr@|0i`qO5BdMDxVx{U#wGz<5(yhVzMcsS_yn+Bjm@IDN)m(@mO zCPW#eRS)}zKMX!v&jY1pP@oaZm-~=VT+*)Nj&Wq31uIl|Ts+4HKh7v=Ve4~#N&BFC zZ$!>zD6}@~?P)~o#b#y^waXxZZ4m!}=gG&6BGqkgwO81^E7s-IMq;7=>kvo8hPXR_EJa4GqBL|CC>5{z*%}5XOuK4+^BcE!U_?ygbP=#8(E;%Fy40KvAb(blT-`?KpI%a7N| z5G5|A|ACJ+OY7jbIeJ_EF)aWOx{$}Q@51E#>hBCH_##jD~6w|fzkGHPW>h`&y5uJ4zvqj`{rhEMvlw# zm^_9fS&?#ZccjAyY21(ggADTG1r^_)rd_^m>%6%vr7r7yZ8XI4`+b%3m_BeQqlBCuoy%0^Sp&fVlJBMct|(3pqD;LMVU!!Vff zibFcJ9vxSw|8J)qllk=gK4k>H0*5W?)iGLb$GcPOo4yq}L*) zlEnubqZ6%0Z9B(ta8EL8?ZZB`f8@i7md2Y8Gay8$j4>NdL3@$_r>5OLV32$OMrYoZ z`!*?9#SB6e0i0?&v)MK-8fOIxl88BBFv|nN4?KZFZS(DDd5_-*@mn$kZ-{B?rTzG-_9~QY z-=AaRLAqiakg~vyybH8`m@d2%YXV(1@KxWj>wUiO4o>%dw|FE5OdgP#DSfehti|^J zMim;W6I06-3@Xr8EtnQoP3g+6*MZ&sEi=a_4ak!K9(qBr9<9L)$Dyn&tG=50s<0Qu zcXM*9mf}COh`{Hk8%+3XMsJ$NJ;>cT;hNSA8n8k3wKS}WqvQ)BrKuJn((rI{TqMEE zD1U-kD)2U4B4YEvbt0A%IhZ9U4W(sJJ3da`chBq9`fPmkM@lR}DP)?UWR9#JNy?cku z-wl393Px(x+ScNq{KBjqu@!eM;)}^~TRO@_HP}~r$_Imyp@abo7MKO)B@rvmV}Ii3 zn_uAeV6z#t*~;0YfZ!1DvpR+GBf%6+z_rK0_*@pcYB|%Wa#<@VXHI6?jvE+aQzQWWb0*7lOc&v<=6Dz+0 zPwY9FHE~Y|1Fqv!9b+sln@B2zs-j!G6=UJk zt`xvDH`>KXerMrU6#1M%eFiXo~h_gyS0 zC;B?{Uetb~<#@yX|}^*{WF^sgFpTIXysSk$XI#?4$&4DQgYCHX2H}>Z>DOti|2bW^;X7;=@r2g*d9# zAFrfU#}Be=;)lcT)#f;butsQ7Lw1b%xIS#Q?o!<@@2MgB??F|Oo_P}hm^g)jxL z7acbfyrSS+cju#{S+pZmz;n}~$DISu1GN{floM%(OV64ZcE$fS$$qe(-cAG zv>gh7JV4Oe7o$m@wiX#w>a!o){)!qu0%Y2uV1n7N*$m`?Rg^PcUPf`O?40sAqD7T} zzD1tCAYgt2XxnyM5!4*426HLcG~UUnZEr0K0Vpw)f_Pj9)z?jJ)~%DLP1V2hRx5 zUHbWV-WhiGPUuAqrx8B|K*J>nBh%g{Sn^*UWS=Onf6A`ImN>Z#3Od0WW_!-9KPa?-(; zne^WJ>)FQ^tt@#lqL17MMi7vK9h6>8W^cVO@H3tZ_d{*osNwNANC5W0ojFRDD*lWP z6x-Qyg=pGk#n&PB52s?yAS7jzD0v_OQ7fE4BZU_0l1eixy%X*W7lVICt~rodG+lF? zVxMOl#YO(Jaqxzs1?T71lEaovN-%2{mtz%%?3pVQ_l_%jS{|3y}w$D;IhO8f@M zIEP1b_G4oASwffqQj*ez@#y@E zElP!J8f(LYjGQbLP;3}Q!c{;ogLz5Zfm|@w>OC|p3{w!&iO63Lun%E1|DV?*(|?xW zT$BuB(7x=ps--p{IUA}%5my#M-%DHxM^m{Y#h4|$M^D`veUR7z&Z9IbBvy>ym+ zVN!P7m*hr242cd^Ld`i;EPsWpRaH6Rnp~bdh>Dlv%##tzF7Uy0uC!4+FFDIUk{Ih0 zrClaZ?`SGZsm{|mg@^NMo=ELMefbp%gNR;Z`y0KC-%UFOS>1t9>FM! zS*F@^^T8yO+$MJezunAwGT&gIsX>3lKb#<;-R`1lu2V#O-Ck--4>V=(^lvesCtEdQ zvVms&55PagvgjlOmt0j-7{NB2qw3oa%i=Aw6l)H)I#6S z-0ZrF9=Xw*o?k;a8Q7=TC7_YB16v-%PKyL@0q<%7255UK zcxVFsV?S0@QF9^)bQT;n=0dHng=)nQp3&UF)emL6JhjC_H-7f^d_!~51@aslzgAuy zpZp;CGok(kfQATJa2EA2f%`Hr1eaB*@MW8vYSWo2{T!APzZ-yj9*p6RoCzvxxXjmR z64%=*CION2_L1p+DD69$PC3=4^d37>c`@~`wbxv^+%Gilmp_1livCtBB5B=Dz zDDp?~p_7?MDNkeM!D$_+>s=!}@b8CAj1H~~|H!aP-3qo8(s99dGh-fE-3C*qn9?lR zKJYiOTnz7md;}&L&~h9#u74Fgc2U~Iqil)@D< zdUOnn#%^e64p1ucp9>BVeYt|@E2-Z>^qbSRpz*qi__RBItH9etXiq=;5uDx~X>Fo^ zPbN<+e;vP8U(J^)CC(ud=aI0)D_K-K*8V1H_(^{fW3ZM9X12h~{e^T=L2ZYqzL9M* zTO~RHbp&@%GetgSSAeodz1s}-x{bVCdQBryRSu@Wu7b@t=VSzzaA$h(^+vWBMjzlZ zg|=S_(K>bz9^1$!yhN!`djI!Itta3-3nLBp1`8B^c^9d7zafu8{KjF`2n2O6?E*_8 zhDlMzo4kdd#2lM|K^#ebM|iYNq3#DG78|uo$bq+DIhLl&=RjUU98wY#!MMubJz(-2 z$`dSxP|&x)UCsE)B=3c-nFH*9(EL7u86&j?w$dQG?x>*Jx|P%$ZJPFhWR@Q{=bWKZ zq||!D4>b(IF&_tUfgXH^cZnW_YXp-RffXqh1R3><*yb(x&?%u?JfGbG8EE?1q*h&_ zJt6S3vHE`g3Tq#OIwY$Wq|P_Q?a`YPtZWq%Dx@286dk|~f{u(`VqKwuNRVK`4qT#6 z$g&=AW-(m>gHvv?Z!3DI41l=ra(3PBnh=v)=!fT1ruRQp;9(oVj}9ap+c@lb4Ym8vPqRcS`gXp)LCax7>6n zF!TjSBJBInGzD~`F2Ig}2NzsnDfb!^pfG+w)&cKs&sentZ-Tw%GQGwM!=d95t6}H# zCdDzNhjq4KZC`|+Sv;p7sLc*=LlmBm`B9zdM>rTFc-+}A@g9GL5ZIOYU_dL+XfrTemS8fs9#_7|1`SSA~f?IHjnw+%=JZW8h8snT*n%aB4q@$c95+d1P=|Q?Fo+VAsVbT9aY{6bC6+ z`DwcVElUM-NlGruqCBc;zfvgo%w!1eq&}AQh_!*#jG=yL3O1o=I?DBvuS_|HSf&aT z_ahFO#~o2>jo2|+IG+r(wHTZa^tBI$!J zT&E1AFt$QpNUbzPIdjyXK1COR7k|Df>-gFnfUBM3;7LVE4|=|XmCd(W&e|@+G*6jj zT`l|`=5OyM4|)(m*RC^iS+CJux{im}8jO;8WS(wFnI(58&%xtrEI&~vmF**V#%@x@ zZcX3Ufz50j_u*%Ca-9TOChdaZf6o}s+T!{1ChJkG{UBciosUrjfX2)c! z^Zv{drbocZ35n~-G1UH`exxucBuyI1^K=JW^#E)Y`lXhb2Dtgvd+6`MGqBv=Mgsek zcbUxU2&*Z9+@><^HaxPWQ|rp`CDYiw5pL-w!~u*2$bB`*VY3s#Dp+#r0MREFWRsh@ zkf`Rv!yU{_wU%7VZBv{YoCB^C3|DG3P@_oP>v6E`}Ny=mK!(e|BJQmtf6>z=l65f(4ORG;tMnZlAs9>UHkDYOV z{%8dZ?Z!u)QQBKig_M_M!gf-tCEvzAIV*D`^j2?GMGdv`QwYA5QgFbY7*Q%_Lx#>6 zN2%zqkb(>)C7OtVP6?eqqQH-DHwNva-2<`Xs40X8E+;lu6y_U%9wd#9{Ch^%F796u z5Fz+?S$7Vj3nBk|pR}KC!SJm1Kt{{cR&Of!wnEJ<;x43iS-5T^`u?idA1aKysrShp zMkf54gZ%B(YcShB`8kH)0GC_B@7iq(e~F`H;Pa-_n2%RIeOgkS32j_b!7$HZ(l&Oz#{{_sf(fXd;m`1 z)Bu;&ku8F)QhR=S{(dU@GE~9y4qN99S6qZX=3qMT`CC-4Z81t5A=Ts9;gmrq+a-B0 z8P2|Wvy1Yp27GU*kQrP$zw>!V)mqtgNk?KN@xipVOqN+kiaQ5a5RAf1&f{U&eSt<` zS4Kc6p;X!Wt1`lYog7Y}Zx()sY>08Y^M4=t44xY3;WAGW5%*UgypbZW-;_C{or`7i7?0jJ&r4u~`&-|L@Ka{*W@>=<9+ff(`&CF0j{VZ+qwzLcb^L-7oYe{w&V(#WW2IfQ;?C|7^q!v zyZNRWaISBieU(_Vh+61vX1;J}O|nRAEsEsGD3t~1IlWh^ll7j86wawuQGp=H;iSMR z3Aj7lJp=si&b~wh|Dlm~!84m1>Y`RvUf2|RQV{8RSN4~bBT2B3?W~%79%`u7HxCud z4jG>)k`%5mj{pudT9Xz!7zTKmFH95#xU?|SZ{LnIKc-UX&>$oCnoytss67Vaz;L1Z zuyNdh%a2v+j{NmHU!xxMdq_na5||xW&(vtw3)tcwT#(gIS!->V!DmNbh%|~-LB69t zB5DmJ&m&E?O3e65Z}7O=ldy72QmG&tPLm|FL*Y6|GZG><2*ybP`#j%gz&Kv^1N|6s zDA$93b5?6W`4t$eDdwP`Fdr!_X~gdHW@*0`?3(`0nn4ci#%+BkCOM0Mg+B+cF>;HW zKr)ybw)=XHv2wGTH3zTCuN~wIpU2*BjC_A&>o>B~G2irLq_3GyOS;)z_k-x^G%R&{ z4vDky4i|D)h4-;WM9qZJ0vQTyig6N&jY}*ZGef zM8V?)lDXHKWRUhQEy&Qjk^c{I?*i7;nYN8mPpBwS5l|3fWt6svX^Y5|LsGShEydJo zMMOwjs|ZN*If_ILSyhA}h?!2m$`l7ui;5O8RX|3B1W15sEk*=Eppw(n1BbF!g|JFi zR`(rx_~!rT`}ei4fA9a=*VT(Ea!A&C*ZV%t{oIF&4Wg625qDQ=I4K%Lm3p3#M)K>- zWpVM7BRk)vQ;iyUucFZ6!uFflWxphQnTfC~1&MmOdNF;;;Y*zJ?1aa>>96l*M8iA4!sluUY>N&=9k4+9a?3`Jdx>k1;q3N26 zN5>h#m+Q+YSGbUH@?^aJmucDTfci1M8~Nx&_$GwLxC-vhbJLmEYQQBkPuV4Gdg0Jsao*YlL8 z&d^=hjCN-F@KHc*``^Z;fl^NF`ea-KKchid!g^(&wSRUtX?yWi!b)6wQkXF`_*GmK z+`P%nN;+_OXcXA?ca#A`zTNs`%E|0vkg#^`!`{zj`~=rR2Je}9`P>EJ>6G@HHfFNr zK_csU@MF^-;Wo=iQClUMImf+JIzzSrJ>O(0&tX#%S=V*tist(8fm=$?TXqOhy*0)T zeRpxMbss2kxIu66XW}CL6SlS*l<$qIT;GM{UT~?P5*211ZW(-vU%yn9mll|4Y{^r5 zNj4g=i{=EfaMR@0(ZnU`Iw~@c*=3Gahr#}qRK7|l8oha$=>iWTi8J`rBxr<%2)w<> zc4KMd0~hey9kU%S9RiCM)hx`B2fPf7ALa*ysWqfgHusL^x^&&eWOngAM|&zbmo!dT zi*J6}e;Dh&o4t3b-?RFfen0Q?P3!g}c~qGN>5j-v;@Oh05O+O4+|4573}AMs$gGVm zN$T?>RTyiUBSIfVIyQ%B)6n}p=u~S3SDttl6ed)ZB%e;-e(+Lh{EqvEIALn|)esYB zC=y#y6Rs4I3_I;Kg5J%c6NwyOG|_0BS9oIL2j!PPgFVsVi_jQ>ns$CjgCPV=Mn|h; zLi;DMpD>H*tLa3KrdReXB^(#%W=FAZ(}i*onS!L+09@;%{^UDdgN`k1-Wa?`O$H~} zXk#tPUY7pHJtp0(7(}Eu-|q%>*|RW2C*kzr_VFD1+2)KYCPcrK;$XLlBp9QuH zm?%CTm&?Yl)t#myfsP;ASqZMB&a-fR)|KSb zHNkcNEX;2%DoL)s(;IQU=+JV3lN9&h*b}0Gt9GJegg^#0#xFz_({7$iPFP$;w$>>d zggK{0m8H2Q9paTkFA6=DJKn#ueDn-=3Z3o{z#IO-y~btSMAoPFx?t}B0ov|&Fu+tos4%V0^onfp z<36tp7h`9hSv6a-mFG3!yO2t3;Vo!2=`&?6)D&Ounsy%8)t-_8j1`|BHOzW)cvsa! zm6_md>nHAvH4^m8kJyv#z zsy?q$Pp_ATk;T2Hf_%*Amwof-ttz(hjykv(kwV3O?ShICeeNcS%*yfLjYQbyVv{(aI@gI~J z=5JLR4OzuLoxvGUEE_TpteNW=2S)32UC*5FXCtUd{p@mzcOo2MCjz=Mjx;6sb&6iS z1Ig=OCm0+*J6*u^-SV^3bI;kci60&kqhDb&f5FcF))hEdMWi!36P=awuhs;gf%l{& zH|x^TG4NNhU831=wI8t=x;6E_vnT;}wTd*wLg{j0F5jtxNdc*(#se8{8)%}eJDHu? z4%!1f`5hY0TG-MX6BE;Rk=442J!-%95%^tTL!B~0mtLWN=wfH$K$-et2eyknc>4e) z_o(FK>#!S!dn4LeCv$_bms^Wbm^X5yDC$*vA>Rf5ceM_G4S@QygS6~(9hIV!hppAg z>X+`0<|nrJPKl3;?+kyPx@Fc6x!CN#b(Fs$3yu)zML0~RCQ>m&KiN_x?M6YP=#<)_ zR&!=sWsBPm7>-#5vo@B9$uToW_m5i6`B-KXU2UHI_Mu`xPB|;Z-u->yNCL35)Fc&{ zhN`s@!D-^-`&!?lxXpc`bOFw7#;X-?a!m)3A~;bfX6AFPe)j{76_$DNp!aZ?6?VRX^4@qqAHZn@+a3Kxz`H3z!|# znBdcSK)HZfN$oB6{n;tHW&+!C^m^> z)feX9`*ziM_F3`l+eMC^RmX8B5|e8P=<;f0Wu+;;;Q#?P_780S)n#rCon=&7Ls7u( zR%9u!I(R@LRB+Fq10_=WGVOyi{Z$gZijCvCEyZity6z&|O+gf7f(aqdWEX-@$(a-N zrNb;E2j?CqiA#P;59<<^P{H^9Gp45Qb_T0y2KVKg@W7XeVf*IVWvskkXJ-(gqs2=_tb|)=mrEjVJb2!*VnXH zJxFZEx2TTS2AK78A5Y|xOp{vg39B?nUS*P9y8TE?H=QQq@0&6bL#J#+Fohk&|v$!gzq=&^9z0c zGr|8JQOL^^0Gg#*%u1ampO{}|px?l(;$4imdAU#nMB6_rd8{NqhWnIr&L|JEjCi)0 z{6TpR2rJt~O;cS=MwE@mrx*5ExqECYJ}d2xT{pE-bkh-FPKTVaf&_8w0(cQvMh2fG z-^KK^wr7OkSVUU5J=2mHL5f+G^B)qoP3T!bc0qMSbPv;^F6{ISo4-t_{A##fpfG$Tt{2l=*m?9$jPS~| z8lMrB>l0$0?1cd@wE}dIg!%2@SbCay%^EJ<+pG>G6#z}L*+4q@bJ%kzj;EEKkWOdA z>}M0tXxnK~liL4Ypu^i7^AoYKg(ufk$QciwHIUX&A`#Znan^@EqT_m0qR*;sDh>m^ zw!Kk37dir)KpIO+;Mgl($i!0`t$xZAGzLxj-15-}yL*K5s&lLA!h|>O@O|h+7{vt( zXVP4qXdoTU#sfQ!A24f@eWyBjcu29#w2Z<3lJh`Pu>~lSPyqv<-?%mB_l)&HgBf8I zdHik<_1~Izs+Fpo@E~kit8hzF>Gn+y>;-?FW(OakteYkr*vnle$QHv)>#Fh=&7@r# zYaAGiIpvHGuca&IMTeGc2Kfk;h`Dw5wgLxv??7OpF0`q&_~Y}2gw;=-n|L&@g_&Dz zWUpR%oUk0f=s2q%uN#)jxKEVxMrW`d175=|KE4)hq2?4GE&0}(53|g?V}%?Y2gkd4 zO2Xofp{m(JlOQ`SLS!yJVcbx~$=$Bc+{<5>F3GG=2e;Ia{rBgZ?B4bQX6|QLDp6XKguazn{3`iq58<0>!2uI zl7QZr{>JGRZAjs3p${*WNE=Wmm%%Mf^Y|!hK=F|xNEETTU;eK^K8@k4YR28!ii>zG z59fFBa(e+Q0M-S0>N_MW%Bj)UM+=+!=Cy0~3}=V(iy-RUsk)()z1$EeSL{K zuw$<@=%VCAU=?>#O33z8S(j;E6Huap+**HgMEdaf{}}_n@ADkPyv!zn@l&odcq5gn zqleR>D2t}bmW=6w8|)d3QX7PHvud<1!#arH`dN&ML<;|KFi zy|!UF#~d9Re{dL$%}xQm7>)`eD@Ihu(_?7?=*6#sipiTxG+yg4qNlz)orNPMF-f}h z>4&vpfNpwJy3Lr^Se&&s9;dg}+$w&Hb}=b)dzwn+OYg2oT^V3A%%>xTSZG4_d7=TH zp)njeJEcn+ZxYOt{e!zmy80aSJBjcHh@%Rc$0JWMo2>So!uA!Kuc|ot#B@HaDXLlB zwYnRWM=4IM5CE}1)$l*QxVi+q%46{XYdU^H<4LfyA*w!B$s|&nyBWzHmczCb&$ugH zZG<6=PB52!j*c{!=2mHD4ix5(B=9lVw3o6=**nBksle==@^yIh zW#;)d?69h)gjeX-&5A7F(9Tq~&lAGMA2gJ3L7Kx<9PKYcFBeGH!VX|xN$h~{a_acu zjL~M5o%dT!^vlcz9|;6C_+Sg0(ngosf@BYh|7gE~hkXX3A2qv0y^-dr8fJ-rEF0m? z1*XvGP61_imcgAH-FTM%pArtlrAS@i`ml>5sVKZ46pG>TX4PCq$TorZm6|>{-dSW` zF8dD*s0d>X@-5}eJikV~JQv$5j}6Z3v$Vg32jP{ub#sG(i=!pC506{sgx^UleEFkc z1CGH%9ofEt9Lovce=ga}w}5hv{d>i|VE7F6Injr92DjE#XYDl;?G7A{JS4_KHt#M% zYNm3UbgJz|S?l3QIIaZiwQ!S8toL0;7f=PJt}GZZh%YCF27@<=R2UsGjY%@kU_z3M z=TM0!s<Lw2~oF*PC8BYv{dVgBk2-+&!_F7394ROE$+fLXVXn)b21 z)P5G1prAqJ{p45VdF|#Z_CY&4Qz}Ap@QuMX?;C5cwk8o^j%#h$!^h+6mHY~1#?MHL zPv2}u*TDFi$eDWUyX5UMi|W1wz$Th=7ZK-iXWvUC_xR{A%tfv5c1hoH&IznE;6^W` zt1e3lTF~wIo9vq#ZymBkduu~W8$@2oP_y}8r*~$cJbBW2joDF)x*Hcq>Y0_A1}|jp zV3lpMBs2c5xAtiqC?QJ9X4zO|idfHq%k$O;<)g|R(IlA<9n^f<0S-UPFRjTI&!WZF zlTgNXcp_Jekkx@+|^3&wQ2kYL0|CYG>3+|x6S)#Bl(|${RsMuv0 zW8Z~VW1Agq(_V#7gPE5{VBEBa(^F;^Vyl#lN6Fe88$Aze_ar=lY7sGav%*+qB5(=SRxYueKcbEPR=IOqrfD|41o(>~jO zF-bXtiN5rNJAYI&DXNrtyRFunK(@@?+V~?jyKNzUi^J1DUt{t?A=++>MkuDc$)=#U zCM@aT&y%{`y`p|my7@-is4(Ph`aC(%#EXCb0ft+#Nqcy`1^aQsJc^(U0Or;Q>zrZYitL^G}fJ#ac9w<_3DM$2ihz1U-AFDy7tD6TJ_%% zYG#;|Qd9S^1WmJ~LKk|f+^hmwd26RM#$1;eOD(JTGPyw3fT8w}*jk)-F}N4Uve-7f z=tQmZ8Cet9p{uDxQ?#<#h2tjczywd`w$?I~ZW+$29Ew=JoIg8G0_i~J558#G8tmT9 zJ=aUo=&RjQottDYw1p>q&djCHoPFF0>vw4Gn|yuPw+N#`L+(w7Df;_N1{Ody?v9~{ zu=4E%D>a$p)w)B>ru`-%hY814Mxe-B3BNGW6y~M2%lzlMlM6K;)xJ8eIgUfYO$RH{ zEZ^rk4#0BXo%~y2wVZkBEPKZ=mGw*3JjM|+#f~>5VZY^)Z)!ezi@i-;1B`=_@016U zV}eC=%NB&nN>^Ki?$R~%XM$tQLZb+hG%DD7^4ygKhDryZ5+!9j(WJf@%ftmRG9VY;9EPIo;nYr$C=V+KS3D( zhVHZ_Q}h1tM|c1O&Pk)FX+>tSZ(p25-s1ZT6_Y#a6E9N9A=hq6( zruc@@&tFDI+ANTJ?Hbc@CP`4@Q{UVFj1w2e#q5k2+m2Z2ZaN5~?&AU<^&C1g0c0e2 z=n3wm)rD-NJc=$1?Asw3dp&y!I?K)@1V~P+9pP z^yjYR4DWvvMO>TaJp+fmEpSOwdPqI&pY#1>_i9=Oe|9Q`U{rWi?E?dJOz!>hIQ4`! zcg5cs)yp^2y)6O{1Th;p49wQ@q=Hnl-j%+o#qQshhOa!H5Ju+Tu0XL7^#+EwV$KM6 zHj)ET75iT}OQtmNU!q%Wd=^wq`s*u_%$CrQldKE#hxXdZ)RB$ksv^_ZBd;(^&Hq3R zV`)-4jVR_L)!6rARrvPQ>qX#lx=R2txl%tU%*3oGYVSA^MSHfKoE$yts!?%57(Z15;>UK%RTebF*l?K4QpJ=Tip=rg6 zG&m`>yiINH5B=fOKt;BAWlmb_=Jh{Kwqm2t)N9_=XZyO-X@_jjOC6Z&J9KYTAD2|* z0$v^VNbnyt0VsYkWjsCSJjH>rCeog@f_bCF9Ohkem8z8fQ%me!W~vdhd#`&i_HEgfA{!LkH>J)1lOw>-zY4vDYV6Y^t`M^!~yTOk>$2)u2s!Wk2RPSJz}#mrz%fK zzcEx5;Rt!i70q6$$le~QwI|$)A)C6a?#hNp>VZ6m@w1;5Q?G*@-tX&{_tX0m4l)_` z^WpFO>L3G(|3q8Z^Sgu0O8SzyJf!h@=&65kkU0`lLBhZF%D^uUGQLIPivyu>kokK5 z#lEPJUPzxc##|9<+}u#zxMwz=LQNI>*%7g0==2$Au1DDrT2NBWEcFdTyIdaf56ZKt zj@JPDLR&~qcq&q6m)KU7!mrAA$~7vziRVGQ50r(l7(6B7@d$gC#&}C{3Mc0bqdrGd zT`+_*W7bWxiy{ZdZDXu$6+(#9Gr`pwQhV&_Y059xE2&%S>GKZXX~CTE)Lp46p~)~P zn$Dzr@;LPQs^P&1PNQgM2p!deHYZp^zpb80qoSD6m05lukB9n*{A>R~jMHTk z=BG$g_Bi8cm$F~O%G@G*p!5l>66g5(pgu#WnX2A*GAdYH$3cY;Er2uD!sW85%u?z~ zR(Xp`l01eQfy9)E{@5g#-!JoPtCG}4njUaBbOdW=0q0!&Rr`UwVJe#zLPJ3;l0DC? zL+u8FUgsuz{qAum!}fZmzh<|>vArfA z&ieE}H-Fc}4sa{F8iX_1R>Dc`4D$BWj_}oG5`P@Fct^^q;XYqVt_^HdQ(Mnt<;z^! zq%NkRwYshz{->Wm@ho0kdv|3(SpM#Ts5>L6p_Wa5d6?o8u<^R&vdKF0cf{~H)jwef zAAlqFS*aKOo>7xaTusD;z$|L!pgV35eyDzN9RhhM=}Y#%B~llP$WjZ)z6!My9N}1B zIx~_s8R<$z4!f9EoLfh^A#f}QhG`s&6kN5>V?8X|{0tLsjzQ@_l~$EBYAOV|YObS6 zCpWbMf2rg!^Ve>noZ&KKkgRQjFQ)og`1OTQLCsz;M8FUzVOi&J;AoM^5;G()+IL7Y zbzb_W{I$)8TeJ_{%$~Vd(!|d^F7~Ggt#T4WbQ0w~|Ml)Bj=_M3oZfWg)oFHXFz&x; zF9~;ntPL9SdU(fMhMP6cNwVct9pc)6OOi5^s8Q(w-G2{p;_`uvnAP`&;gnnUcg72J90 z?Bj{oUfI>NwdhYjc56p|KU_us$tAbJyj$6zqL*?86&6k&@;bQkNAwV;r?gfpxF&B5 zT+>L*1t*Gqx##g`ZCBDnGoPsa$l@yoXJ%?yf3a^D{7)vL2*J zr7NbbD(d@VP-0pw_L5q^k`(?5`l#(SS-Yq*Qpb^lDJOuTr)chnznjQ($z=+8dmiD0Ebe^utjldWFYRZsiU*k^m!LWvU5eS6lUA*9YC$BaXDa*+0@23 zm-L4g-Rmp`wCVc-okh7cKR_V63p-P9n+6YMCScW7+g2tGEr2{cHO=%>_-Z4j`)XM()3TCZ5bSCC5WIU~+`UF4nU_KSra*gI0?-k@PzD|zi%KYd*J?vj5 zsOK^sQLJkTZL{r74iz^l?k^j#I1i@T_%MR-olRXYqJ--XqB1+pm2dUuIp(~bX%?n8w>?5NPc|24X=6N=Z67)194eWzbuuJ5v< zhMjf`JA|_!IU~}ntQXQRAhvIs4Cc!8()a#}?5&tg0>d25T-j3TW-6vz8flD=(ux+z z7D-p)0xDql9aS&rEuKd#Y9%?A#HNh><{02=epRHtS%FKKHM7~Z_u{-Q7_m|LeEqs!#S5pt2OX=fw9mu=Y z%8PBQiV7Gk4mXP8)x@v4#(3h9Hm&2E;&!80Yv#GLR=7`S1B%9V71 zjRJWt^8d zJoB^DhIYH=XD13L>mC)G9(-qyfsDk1ZM|6v`1vZ1zz=1;WSoQt2H3LBC7r}>!Aajm zn1Bzc+$D((ZE+GIXc5ON>qIT;#qpx1!uap?#~GKMW`TPw4WWBqXl>i)phGh|%|0%} z6RHhlBq2ieLJ2uKD(o)BMT4^*#nF;w)oy3qPVl7O=0@Xml4ItzHkqgO+I_zme^jqmiWT)R_1KM3foLPR?F(SG#*sE zt*q_iM3a)-Io#4KaF-P7>owJSoQHGiWnD(LqFfTD<1eQJEyAgESv+l<(CUDua;Bk2 zaB@PcV`ML#3oNo$P%TkZSAKZX+2o+_o*;I&D`%+u{Z5{s5Ls&i29=H#Q|x0~=^<&5 z?M-GC+eQ-?agTY<$MG_Tv#zTHDcF5jK>FRzuPW=6M6RJfg>nb1QyA|J)9a+~rCwq} zDe!qkK6#><{l3fFYr`%&a+HG1_9I;*(CnnME|F(3yHC`5LvHQd46q3sZm%S9TSrw< z0B|(++1MwYnpsQ`c{%_%!VZdaELfP^H;I}oiEBKZP=;yHB)VN&{6a1L8LUq8V+y~8 zJ#=`Ih3lK5d68(mk9TkZSMUvi8C`VaEypDlBQRcI9wZuzQ1#xj=Gwm$n7mj37P$h} zL&O9ahIlymcTW7*n2t)anpr05_Hb~B$j^xPiKMkyj+}0>;Qa7?4Lj>wu+7)8*a)Wc z|0pHwm!(jaGF#~alMQkMISeWi2g{vL0afqac!QdDm6KUs8+~P+Z3DgHA z7+(@SoxX|3E06G;1pjny5z;SvTTAgz4ALH2xz*0-C@Jv}ff$!UEQ1mF1bSL=YmXE7 zhi)#Jk52~T4g%7K_*Oz@qSbcXY;=)Yv5+QS9=OhxIsc;^No9fS^bGPSv}MxG;0OPzpi>y$Yw zDpQC_Fj4P4q5@phUOqDP!Z_C>X-rw6JgOE*mI*ip=+O%!%CBFt_=GgQe(~}4%hi1g zEAB44Ga8*ZLRdr5OD<)f|Bn9Q>05XcM`ia6oDpI6_Czf33dYaovqPe20$^L+dw_6j zNVB5z@nSvbwOYJTjmevuL;4W3itP8 zz>7@!Ss1Go|G}<;VIhXD?d%=EEm3eYTd9~NDH$5)pS^%u<->mNRQ?<(mp&u5pEz

}B+&(pMgKVfDp+eI=p6YQ(ChHKnG5iUgoG3~P2N%jxiA-0tU;0tx%L{ z$ZJgJ^#d$E%XAe@E3P`s_*$Cb&%rnb0m9Uj3wuuY=<{kL%lkvY&*aUb*S>k9f~?LC zk0^Pf6t?|0kHPPwf#3h&{?k#MWG=XNuV8Bd2xG*cq`Oc*w2K6rl5+wUa0G055}fER zqspCD;#qAHOxnXPefq=YM-}&^uUzVt5X}biIDPEla8t1pIovcni`hW>XNN~#qE9_E zG``#|(Ko{&3xu*B5j!iJE-fWelEFaf8fw5AYZi#l;k1b|-4ck}K zE~rw!Bn?!W5n6;@IHGt#8;@-vc_x)S{2gogktW<3Ql611BxNN(Iy0*`-ch6t# zOyew|2bzhB1l0wY;>4WUakYkQ)f`Pr4b^XKuPlF?>mk}P5K_p`8st)wx%OS2aB{<0 z{f)V9GI)6lo{$wAsJ^U=6O^?R(pTxDj?nwm)mO0*o-oGIy_v&V2BWBpiU z(J16hm=#2a^T~&mR(T_A!c!hww`XUiVEy3g=51hA#4bI(RD{Obx&rIeYYeQ|lY&I_ zjq1ROhB<_JR^+ZRJ>zhE=tYfvyoH^&pf(c6$1|1@DyI1X_#JOjTkA}E`iz7{hb(i& z;c@&0?Vx&I)wQ-%eCn6x>L(n&nP2gjJZ7ik$}N?(sTXz_pNc_IdljsEAIU)>y`gr- z7a3=^we$Zd@iTvi!NYF)W>cRxz^gF{VM2ximho`o18=kQsUdY6j+fnMP2Rlh1W#B; z8n7u%A;`UeRRb(SdPT^fUkTl!g>Gi|$BAZ6zIu7ZT_zePVAdiK5}uKLtMQVi8AWb! z+xky;ZM`GOY>=%YAIWPGmb&}70x%JBD+9fCp%Jacs`K~zR%N5A#B6NT-1IswL@r;weA8$Wfo{kn>Ps+e3|cSJiL(x5?h(dzgZ ztGW$h|KXX;n!l3?<;FvM*Htxt||Zi)F)=uN%aeNQE~Z5283;uL*6j{6lW1P zJAS`fzy3kg%3*veC`^K9VkgKWFvv6e2*AzM3_VX}8nKa2`fg8WO!Pz8_^uh}jm-`D&*BmS;-Ts|Hw4)()$~6^@ zzP}+wV=OBU!_TXfb@Tn{udQe;z3qRib$cj@bWoct@uJ8ZXh9Q=>#nw?O4phL9t3Dt zb+X)R4tI8)7d&A51j->buXClc5@x;x%>BG2L8kPhRnuP-I3^ZvIpmB{fQUbmb+e)L zRHRk!G*{!iLTJQ%+M9gX+wzp*lB%pxZVt<(JhRxvOhTt@>9$_U-G>7@-$mq`W6IgJ zL8NL69bq1xNozOK4Q9QsNaD~fI|Sh`Xj?=86&rwT86T^VX)|=o{+UVXBjM=oxo2kK?7Am4$f9VbA-PB}d$nv*)J z&n#4&to6(|zm}ub%WJ+b`u=-^HEbQcp@+W51KDp!IRK-sX;rFBL6xYH;Lvw_@Ik(w z+9B1igHT3pI&HLzJTk`I**(~^Z$ z>9NFn;k=7VCu}B~uc`;TE;136qEX)+fN}AoW}!TRD_`HP7SM^-ckO4?3z=OA6lVhV znK*9rwMUq3%jPjF?}kU10Tg&;S9#_Is=1OQ4Knw?XNq7B=dTSFWdHEVYx0SRXonk^ zWBWDCq|el=Lmhc4Nk*lYgaEnuq}0dU>b;TTW=UgBqPb7HLIv;>$KILZ(N(y<4xuO; zYHQ&f;=QE;G`Z-|{)f%uJx7whKY=8nI9wX5{iw`YGQ0+}&COO{`=3F;h=!_OiJ|yh znFre{n2O=fuvXK1n19yvAkhYB%#GaYh)=eOwBzcsv&lsFc$TJjBt!UC`-(c#udjb9NB&+$E*%s$>Qd{7;-i5b7^WS}+QoEo+o36$pZ z;IOPoNJ!x?zdH;LP#7+ejF{4cgDl;=^Cg zs-)8Bunp~hIda51EF~q(`$(%Oo|<;EtS_n0$B~5-QJUQM0#%S(mFnGyQFoPcUP@>} zK{~q!;Y~wrHX)wv4nwuFUU6S(6x542OpyId?QAMDp2FyHAE$AcLn9-!k@#r4miB8D zxv3)<87=>ku9?^Xp>s=Y_T*0E16MM29b@7xXqbi@9>nPgAO3TXxl^UP4UZ4moQZ}| z%?AX%>`_Cxr%^w6iB!Vz?mBGmeA{Z%s22v_Xj`Fvnc3SReTAt#);H2r?QdS+LEy5qOJOtGdp- zirI~NG0bp+S$#XY)gtoR06T~4DqVa>-D}}xX~#9c79DjtJVK;LpGu*bcjLq12s{}){jiQr%0UZav zr*D}7uYAL~pQrUyRy=B)uZ|CW*rNT>0py>Qy)4~AS{3`v`H|*DnCK>+*wr5He@^P+ zV6&ja`hNbzIqUwT^AHc^!(_Xh*hvhfhB@WTvVOoc zEAt-sX+1^vw-Qs`>I>LKu#(EsG=Twe^rB>==z9RD?HDn7F+TW{lseq94~&et^i7*6B^Dx(Xtb!w-&e=PRQyCZ1%^vwkET)OUyIWEjO|?Sh_8FbU(I)?`CGt{yx5 zR>x&^p!8+@+Zif(Y~9_xV|!qya0(Ivs4NiCXEo3wkqZvz=h-pHOfeUE*ABm#Sg8|S zV&K7GY-v0rfS`DJfwm`jI4Af)>{ z1KDBbW9Y83Kii*Z63>zxiEQU9|3BM=9sKrx{m;R52ho1klP-8UXu8XqU;d6hnwH^W zHIRzzy?cjhV-aFFQxD|R7}7GddCQGXC|obYrgJWRtn*RB;qU}#TXLikUn0xmaN481 zm4tIjsO!fTgU>cv@zXI>p3&?SxV_>zN1UuDmEKSYe^B8R_O>sVZZhlhe%wK0P5p4f ztm43Igga=b6sE}R+UOE#SQoSTJYt82U&^XyiB@pzo}R3 z_Bh5%KHmCUMeWWY4`dBtq&VGNqi>N#B*!RD%R?}v#;1~)BYlH>Eg_IvRr#rixh)6#g2?oo@J(gR0g|mMqeJQmcgFv7=_{XTW$v_`Tx;H)zt0~OXwkgA z;cJZ<&XnA`2L)*yXlnxFKLw|HghQXy2=rA8es=nce~S=7YG%BxgUn{KO5Y;F zs;P8_Fv%gTn-hEku+doDo$xqZqoKYqI>;QcBzkR=VGO7#x z(aZ>sRqer7Ced*^j27l!->%NO6whkduL&|uz_@FzZv!Hc`RqV=8DSGjh(-hX6?^NV zth11l&jv__F)Td(bQ^i_W+`q-G{_%xzEOWdy%c+Z*g?qhSWP~)B{p>t@3-O0TeRwB z_=ZxPboBEVq)Y8G`(JRPSrxhaB*O?T9_q3^#|Y|Zq**N&&~Mhp+m`myiZ{V-=)sdB zB$a@ursOS@qDJ16KX$6|9~atBk3!pQonXJZ{u~r>{NAdH(j!$ zt%^9NUQA_Q`GEZ4Q-`fzdS)$D`Bfd^&+jW)ZH~s}jJh7~kA;jsfhIrJguRG&lrVm7 zxayoA?m)m`=>ft*t-pgPkFXAG5vsZUtA0-aWcj~Oy^0GECKX>aG4*F8Pn%-! z<^zi>1QQJ~1m6($;Dz2Ij0K^~il{z=$?%aT>1QWjy3|xEXEyIAa|ZZMkaw$n**5lt zyUaW1>6pfvkmJl2X`-3%2GW2>rM&8O{*oO?$Ivt?X7oGs4+vp-eV-{}tr@=KCeJ)g zF}Fv-a)R+rPDx|1z8bgw;n8o!^$r)3-aFZo$uktl%sjBjY~UH zzC#LU&>2jIy^MYNyT>p<(8IxUGnVNMFzzJRo<<=}+9EtjER^|6zJ#e|OF}3W+<$bTHefG-nlF9?T%f?dSfZqtAA?KW=Kk#HQfW2;lVC*xu9NC32WbzTqkL2nMBsr zR4B?+2SdzN+Nc5i;jZpTi}!8O^$_yfv@afq);*FB2WPnKxI2_~=Ey562l6A=-`o4% zjUz>&KRySMH@ZVAMj?G?!belfpRia-GQ;{o=1Qg?A4!eW$pCu5X!c_79@dxC1O6!K zO-LRe!;zlwqduywGIho6flc>Z(~EYEwbSF{6#dvWC%KNON{^aH!RyG>Cy-jjQI>QN~G2jq*+Po9NdE6Pu zsRRep1J2&APgp++Hj`B$pq#32?lP*TCqZmfYSy^IpQ%RqQSCEk1N~an{pFgw!xNIm zY2V7UAnr%J-(@!BUm;A_G)ZNm!4o6mT;&2jmwrQAuXIUM%#!@@s9ClUK$YltNT7vF zZ`I5Rlrt`ktZU6UKi~o;s`(HYVfB#54 zCn68|HyV5xoSMfXX>n6ARQFYkfD8i(D;U@2^jUjp$$g@c2M^K)E}RCF#)rGpBG!B} z7H31S!bz@cZ4mIF-c-@HJa!&$=(7>JR&Xw*=E`Txdql$(!H-46{Y3VM#GjqEJ+&TF zjgJ3X$!Q9?^zs5`(GAjtogttKpjd+)co2+3c|*>ga>m;t_K_S}PnW}*g3FO1{ki!q zi8?NV(^UM@)pqEpdS9pOPxpjC+n-AIZlj~lCH2U)f*f`s^ z;=L3Dc}0CI!zAk7*^uB@flZO46TOT7Mc!64X)tRwEuucmG()QzXFhfI3k)2Upm~eB zi&xnTA&xZYxm`p5e%I!2N)S*g>tTAT?F~tckmL<5B*Tmd0U4h1gul3o+Ff8A&L?Jv zdpag);@ryzhGHVGQmd3EOxSCzfX-ba{NlS--i+VfcROOeVPj`n+=36^?%ho3>k$4)%pg~u~R8Ui|RP3{;jw!jUUrOH#_bLZ6!rr-hrtz>NQRNb* zB5%sL>Kh$xcnv+`+)p;$sl0eu8l8A9`byGa{nIQYUp0J!2DwG6pIMp%)OzHsHyTNuWm`H9M29xp8jxSG^N?qrY?Z`chXSDKADssd-k=p0 zZl=tgY%bx*zwfAx-ghn~v>En*-*D)x7S=`ev(x&ZpPkMG!IgSsb<95yl=KTzGLsGK zlKCL$X2va>sGnVoV4p;5_F1ypNaSNmH_u`dMYfOjiUz^cnz~Yx!<|*T>HFB^gLjf) zltAB%VRfBLkehhf4rq3L*@akC1pf>6#bZdufBBs!eUa+wBN0yg&L_T$F?~f=E7T#5 z-{~xwXR!H2b_DmTh77qPuMv%WqMUfxomB8*l9K#Ha&rUQ+qu+HNMvXn)x(7Zfc!=d z9UR2EEJejG%$L2?K*pfNJ6;=S;^knfKJ7DG2)YwZlfN8P5ZW(HiVlIb5NGd7rsbW4vf^TRALO z`_ZiyLwBY%9a2u(L* zDB?I1R4OIf4-CCOd+qwRaG_a0Ir(YICNwi>$2rWxO}0PMG4)EaBuP-AUPYI&^U8xZ(r1ifSLP7@O{YB8 z)9jcAO{ecm7q=sP8B+y_y_tl*lLa4HPgCa^xbF#W;2R*5evNR%VXmW`E%H1j z{Q}YGc6lNY^9rW?73S<}g=QDg z6qx@wH$o)mW1bPbz@I)sx-^JaDM+n0&@`Z0NRMrR14VH3vrDOA-H>-fpP#ZJ9dTYs z6t{`*d%fy9<^7tV+(3u)TBqCpMi~FxH$?<0AmgsI_@fx@-fR)Wc@w|BHVkeEw*{5i zc`2mcJgiksl7@9Ydzb$r1k6}~H8p?H*_%#Y9)xJVphBc@8gM-tE zobAdXw^Dj-y#{o{eFny}Y$J}FzcLU_)$8vMw+I#>@79wE#r?pU=@Z+pBtMk~wQG`; zIh&a`EAK65V$I4)_nFllD;0|{&aeWXGo|Otro`5Hp=uWO?r#zSUriSEDjQ^r>1dmCpM+RL7a50V?HG7#kH}4s5)t-RN7{UH zOg@qt7I|+oK%$u}XJA#&o3cM(b!YsktFib6O0Rv8-Y6#Ls+RK?H&JIys_|4v3576b zNC%*l1@fU6JbDD=EtDcX4ri56I?iZtl?q6IIdOe7f30r2-s*W=>VM(MZ_!NsH9wTv zm8HFQ&9;uw*&7F1>*{V4i(dU7!H$0gKK@_-`NsblF5T){|4XuVAf~S?d-dAT;e6RV zh%|^Q?%+Nub3HY6tWkf8o#c2vIWv3VD5*#-OG^E6PxW8m>^3YPeX!)m7M&+WAo#AfA2N-Z~mYmUE zP1=6p<1d~dc#GHXAjP_q&JNF?savo<_px~1|JE(L3#FoiEkkxSX=W3qh1hGmOhU%L zM|4sawnsz$727}rPcE=<87KAyy7wYb`X|LN+>zo3%~Lvw?23jie0QP2UeLI;y5^qd z=~UZpq5;@xh2j`tT0$xZ18py3`afWHA?R4OPdgjP9JrS%<1ovwcdpa~L_35!jeV2u zXiPkqGeu&zKf&8>)AbmROB46og6JQ5wWqhQ&tE?74|Mzz=Bhf*34+`%q>1A*lKA!D@2MsD0pQToV?N;u9l! zMc+#DP4-!mf75gk;=F}!rCh*@Cx#-a3K%{>bRC=*d#0XsZod-jBaXX9 zrfZdQwOiX@Ac7|xz56Jjx~$<9@3mi+`k7(?(n_N(D!1=u@7E>xQ?tj$T^-)d#yg7p zz1H2h=0bD9klxItQ@Qyy=~jv)8X#sFaiB4v(Cz)Uz0v&;wS?(hx{9x*Dwsv(7YH@6wq}Hv$EeCpFjPEg&ue?t>yy0ITa1 zy5TaNxTO}FI8gLswA_;#=kTQc=M6hx{*W-W^TYDbDd%HMs_E-pZMCt+;W^(mc$8e| zP4V^Z+?~I7_{?~`y+B|jku9vM=VTR6gEOaR1A&@nC}bD*LdRoV>sQLWMOR#q3iB-0 zxuaR|Y1pgwfC5aUsN|hE4KT2pd6o|l=w$KB#l$m7fD&&Qhh6%&iy>ZpqI8qSUt&JE zZWqy$ajhC8TL(7LN6x}S=&O*Nm4VMn;h^3m#*K55t$fnAyd#l%N164Zmn9aJg1^~6 zGu$&Z1+QW*-Q%+DJyL%{u;*55BnH9vR;=JQ6(jBHxglvJx@W}%I(Xj`r}psx)?GYU zViUpe*8!8ha$&-Gl{FYOS`ocY<`JJ!4PU*55+E`tY2EQQ`Sj7VgE$;ai|C{)*ek0X zp#%4h*h{IM4Tg6!ZIS=r`x6a6aGffLPpY|jm=5C5Xy#V@Q{>G0eMf(3GasyTbb$-S zYW`ono|-)JO?FIq8#Wn53d3=3 zwI}2A3AXfLyGrfxI(ekt8E<(|496JO{mNOhz?W_HQs__uGY9XbDP~IcM}5*&H6IVMR2_u?~Num=84UAQG>u4 zC^@aszV*5(V&-g5Q;|Nma`<>*wx&cR`2;Vw@s?&btCF>H$rJ*z0V^c>=TPHYKP5|< zAo+1MFC)|9sT1`~1}iTAti)h02L3ezMA;Fal%}rj)s0H11e-+OY22R4o7%(QQAs)h zx%}+peOc|6QK38R3$E7*!JJxWbMN1m{GBb;d>}wnA3LLjjM;dtgGd&+OW(CuAum%t zI^-P>GtG5n(7UWm^ESAz`*M#j%=eDU=A>8&_e$=ZJ$#RfD)M}5HI|dWM-mgO+(d=s zD7C9XLeySYNn*r?X}_a)MQHAX^V&r33ZIYuK8VA1LnwJniQW|k6Ey|7s>-2&NHqe5 zO~aEO*SLOs$n4VUx8}~s&GOym+tKSS8`~<&7G6o{-B^*!{kIgm|6ykIoa)bl50$;8 z6KatIvfKP1`$a)A2d8;s03OCh_14b-`+l&sMsbSumke*JQr{r;5JIaL-cYyynzTDO z@Th%cOx<3Y;T_ptW$==;gR_rHc_v-aROm^6B9+m0s=#`lzD2oMGwq+V&%$85)DghC z_{=W~j0;CceMFlifrER8$}bP54vyrzOz_7_CFy|kNGq69F%4?>y9dNGC7ai`)rOQL z9gZ*6unkblsUS(68A%naql0WONc}12{1u6?m8%r{NZ+WrTXj>EDVj1eJhwq*=%y#AL~e^q|kK?uM{pG1CgReidwI^ICKRtIQdI@8KG$d z06yAj8VxX||1*$AJCRO0NEX|^mOe#GUPbpa1ZSfICO-hs_`@1DT1Y?#o+Um4;FXmP z@8&Bs%S*C_fbh&6^pZUK!tsVB1o+li4OG1T)4t{UqtiqI~sc^m0%0M3@m0Oo%)!2LvC>&6nZTMNDbMIrs4Q#gRL>wWYBSHjUR zOxbVC*{cYE(+kiYeoufmHW(z}-Oc_7f#50u&^f?>n1}c5H$XeTggj6@G`%s%66gZZ z*M|Z6dccI%2{>#H=&c{giyd?Ta)gKI^HzYl%#(2EHUXgU^x+wSZPJf(WBlFc zf4fww24LUA|Jm_$`}ngyQPO{+C=ToZASr&J0fZIpL*vB?IR1s}WtH5eH5ut8uw^6O z|A99126}C^o%E~tNnY>z=f=;iglmX+$7^MoYt`}U2ml}n07bN?1OJ+FmQ7crpJw|K za1GfrF`yI=-|p<}CbNM_fTH=07fE0{qT`F3$On?Hl<$)`ulkkiu6(~hq`vhvE&%|Y zi=&GGpdTcD8tl;r00wWo56!`Jg;b#-|6gSpJ& ze|)6_*lT*e^7~9?BLJ3{)mxiAod~^uw*eR@(p+MTNgpv5lQ}q&7ctU0T6f@F)!XL0 zzWzDk8lnie>1CGz&2nWj{7t>$l%I6LSyt(C>Hqe^@_){?|68&A{{;WuhbU3(e2} z-&q*{Ba4`wtrH)*^`Ozeb!|38cX*%&nBjVw)!|B^}CFcC6w{dbar zgPpOmi4&nVA%lXb7$Jj-iJKE4gQSh2nTasr|0whi>p%6>W@Ba}{Qvl)``@Bq`|n<1 zVxngvWMyak=VANr5DOzaJ;#5<{SE&+mYI!>o}G}BiG!Y#kd2+0o|*7(-hXpoWoG)r zfsvD*i;#uo9|{%#&wtn9kD&ibhLeS!g^=wZj(=TFmOn9nU1p9yWw0>*DUXej@&EL2 zumS4M%1Y1rPYMU~pOQHK$@7Pri;)?Sn~9N$1yGH@(SI5Kb^nn3E#}|8|DHk-r|1AHn|1Vcojz3lZ>;8@T(=-l12eJTuPyaNF{ZA{{IT-<6 z!Or%lVH}*SfKL8H$HM+ckZk|aPIkb6=VJOJ#(((y(GOZG0fOxRjEa9Z^ndmJJN%c~zohXGZfhk}Lc&v;_t`XlMTV)@V1zYSpfhw`uc-(%w6BaY)=Bks?fC1YZ1=48%9$jr*h z^j{%nLS{yGc9#DN0;ahC@)9xwQkV$;{6RB_Sy(%nH~^+DYeOd!Q4?dkZzg}HxqnTN zZYzzklds;! zYdn~s3w93~lU@q};WCnmic6^0un9nc8JL=>8c#rZH`EohK(44{gTIkB_lGGjx>^K$sGAVZw1KpM-y6*^uOYhJXpKtkFCDVpg}hN@JZxi zgnn(Y@!(SrZ24iaaDr&oMqiv9KC2PyLD1#oT)f7{s;a7F#2TYy3?Oe2oGyW?lH|~V z&~iwoy1~t%pVk=#yNA%9?>UX!DT7w2}?s8kkyu zf>BBhF>y6>wS!{%%lP78FLMUyzyH*Uq_v5R)Q9^}ZAKCl*1$5jTiNPdb!7csQ}5{T z&7r>jd7b$7lCfGD9WpgMz{bX(kOHuUeIKUD4J4~Kcro!dIjj}fRYf@I8<;zUip} z)J~qK2CwU^;Y&_aA=cGBLSAuxEDYk--WKfL!ym<3(9j4pV*~4V5KPcMV;jy{d5V}FByxcX2&KTY{4HcIwo06OnvfW+JC zG^X;?Z$gL4d9T}Rq0OKrukO_N%vOKbr~mZD`QRD(v>E<%6+)h1Xa7{1{gD3rRK!`< zTKWCCy5($>KexL=RLqM6d(F2=L+q)h!Y1fHOvXhWyq98bkICh3lfd4_N{poAC_=?V`O6 z(W@K%$X)ch@jYV8?ji6PFMcA}aUUnReFG$v{YhB)lkfqEviL(w@F~((&7CiB zSH|)oQc=BU@XZL$>)j}Y>piyaQ~YCc;Zyutt8Lgf^p-8<%hJJp-=}y__qDc>)hosJ zrK$n@JB+?E$S2{dRnejxGtG{j|2V`s zmtX2S&>sii@4>sz_Mktc-?=Fc0rlyl_uaNas`9NIEN@!Xf8vIJ?7V7_j1~}a|G5Y3 z^aKDcZjY47z|#{yx~rb-KlS)P_&nW30BZr3MZ_@eCVvxBYY?(&n(qm!iUgP&6qhuz zDIa0-Vc@Q0UMg-QAD1zMsNq!wql9=)C3Ey!R0p9;X7eJXoo)$h?<8sywBf@UsggHo zBOOxMLv&!^LiwIkh!Gm8psZYb)IQDt%v^1MoF(Lr{Bk`IQXT1Sb3TuEdR@_PVZ~-{ zt!z{7CyTh#cnM^ZdXKOAOtvV~*&V~;b6T);Fb&nIAuwMeHfb{M#|BKX?@M)^;2uxL}#`GA(f_5Aay!Q(BxDEhwbJ*RwLUKna;*Y!@rSYrT-v zA*s~{v8Gg2=4s-~=xPQ(3skxY(9R;;$q??>#O+w%f%KTYq}A<#*l}CCafX2R0MUc0 zin|?jZlqCZuj9U9#zHw`1>H133)(x^2>LMIXhyMakSt&`;zzIw9B^9N6<)^nn0(Q} z3@$yh=?%2|VrV?8S-V4P9i}@FeUN5Uy-1#Td3l&Cx}|64CSXsB~g3lh-kz?zN`UF=)>Es~=E$ zzI0mN8JF9rw-p8pP6+CU6^$%u1{5)x6WGpidXgg&si?M&=U-_A9%a5VHA+6%IKMd`%_MBWp#91Sf9IA-n5$l zbW8SOL##){8hUKX0B(MOG_%xz`d7qZ95~a>d|RP=>jN)QBz2%#KUm$AIt?`oJkhQS zw9xwLFx+cuIYexazHy#w-l>79n&l7158}AyZ(yoM6Kjb&0W3rV_cCmeGvz1!1QoQ5 z9Xwf)L97->vxG5{JtImx;Mp(4Q!RF$N{enB+1HLsJ9lPsQk@NwPd@R4#xgW%EWaX^r#u-E;b#g|P=h!N(LZ#t#pvK#QV6BVy#2o@)Kh>S@V zoX$#eXbtho8;ciiq;-@0JA1mc%RynD_c0%4rW@UP$1Xbc z38CR4KD9t4FQX$)osW_bKI;&Tz$TJLnHen_VlIr;878X~m9)66@zvkx!;Ee%nhkbk zgu}&&YQrP-8%)N_%s0(vmS?QGfohM%>X-LEgnfu*FgxwNeLBWXPD9}y|C+rZr5`l2 z8K}hm+_TE1*G9dR%#iM9EF1zjCpq47QR?2P4BlWcYzj~sk3u3=toU1bzRBU3M3n|q znJasAKjrP*pSk7=%d&IK@ZozhbIlSYrUz|-X49#`9mtCiUj|#!Uq%mU?6fpEbmO}w zh`XY21p26Wqh-eTE>)chEH2-56}FfANd-~}Swz^GPk1&HHx44#{Pw!9D7m_oEV?2S zxzOPN){PJV?n9>R7jknTl$&={KS3S{EIlcsm5g3B+R%5q3^CtnG#AfaDIlOjy*M@H zYeHoLDxs>Fa-b(?XC$e`F(rNt~gw19qOnn7SZJqqHR0Cbf;OG)=7Jlo+ zVOM=Ob-c=h#b%{6p>NsYS%Nj_Smo92J`x9WDxHcvEsoz6tlO7&yD zLBNt-1F^m0!Uck0*KTEFfx8)pIQNw;Al{0x;n)WtSPZgY{JO!Y)a#gv1FJk4}Z~cH3-YY^Yp9iJ2HK6Rv5M zbh+Z@HexCXg5W6TAxUid!r{6|Rn&?enh zI$7N4P1j;Q|sB!|=E?6`k3$3?2ioo!oEu+HHpr*hHbwScM7! zjF_)W{0i7K3X$mO132Hmggw4L_mW3@G<~R9c~(W48sZ8&emCNYX`zYk*GIpKjLsae z4l`)J>c#5jjK~p3jWw&86wxTNCr`&ip3Xehp%|=mH|`HpU24u_MOl`6;)#bB?>OO2 z|78Ud_@%3~U`qp7!p}^IlwGSeU`{?uN^GZ2bzri~rdWIHXAhMgS7RGS z^iQD#o0_!@Qcd4FpO#B;Y2rxh*-$R`G0Wd$yJJqYU#z4|6rOH`ANs{AcWg@>f^0S zfA*UF1NpJOM&dRbm7X}9@Og0oMmBrY6F-V@mwJjo{dkoa3?keCh2xbekWo4puQl8a z{DjO{L9`z(knQ1?c3~ytwWKC-caRLaTk6~!C*BU!n@U=sDPF#|u4$d}dg2=2Qk?7N zhwu!hty)YDE;p^^#x)fwDn2}yoGu(WYaDcU8aT1p5sFn6m~!3s-$n^bZiMFwa&;D2 z1`91!UH`twfcJVamCdN^b77sJh21k{Q7+5XIK1x+WP&jf^s&Z#U2{{b9jVird z5i7ImKsxEzd!slI=s_h)rQWLMvHO5o&rCrwlW*=jrHn7`Ov}k2?@TSEN7MWm3K53b z#+X$w^}0TBl(b-3#37y@uP=9I9Nbx&Q2dLivi2vilD4KfuB?aQco?_HT2uISZa*x6|FO9&CwN-+-iol43{ug#wCYk%cSP$Di3_ ze`qLH3!YKYD0a3umDy$5zSTkAjY1v{DO6GGBlrxL2=ZanHgDcC!SoQ>HKibwiLzZZM2IXfid1^9O*DEdJ8%^SL+bjVNd_=#Cb~s{j*9c z{286qjN3`0w-z?w}Blpyw~)% zX9-nG_xs;9CA}9m>omu-r`IGpKOQSRs@Nh(_Fq&)@4{3?Bdxg+);h5F#w<*3<{d_S zOFimZ9NU7Nk%2?7*0ucA`I)h)Siu5$SUSe zl6C79DUJie*}*n*v5LUy@>p`+5nWP6kXyRk?I0T|(qQ*L$1G5mg|Anjfy#=N4@bVY#e-$O*pef@$(|S)-b64O2m~#*+4(Z(Z@a4=G^##WEtDIX+cp0-3 z(mu_vhnEHjGUs(Rc15v^6se$OPNQL*M-pmT{IiX~|8{(n30pL(l#2 zwi+{ne)rDZ8h$rwETevGb#~a#lO+&vRzeHzx-inZ=elCaT;59x5^piwHOM#ED60Pw z6jO%k9M=USqrG;GlLG@4068n5OzbD&s+?bx(Eiy|BAha|-fk0rX&nwsGa5v@d5%g> z)%Dc+c5D5_U6;!7YN_o6Qw(1g~?YI+kDZ$Dc=z&4-VMo@i}s= z4(y#v89YGcIxAE=xuU^O<A&_Zp?h^F8$>fWT|B!kJaVrS$zT6s@3z{_ ze3p`!cB`d;yovEBa`Gi}XcKGV^wT^kq5a^HHjvI9kJsG0j_lmPmsn@amK?XH?0#XU zd9B*ar2MhX`(_VtTT~M03;(aBc{Y8Sxjd>b8B#=d(1dzR$8a=Q8csNLVuj$n zbm%yn?#@M>oSj|e7dzJ@1KW`8=gRSPOfM46`m;zb-?@RlI8-KDVHB&Y3#>^ z5S0CKVw|5JfMKS(8{vWf0hLikM(G?gpnCajwv<=R0up=PxB%*X)isI(CDQ%3OCj6%LXz$C- za>QoLsyP_9yX~)1$`;RHb9~-7b1~2NFd>1fmt zBrNl8EaWB+k(z5wQBl{7hHs3t`>q-%e8EnZEL}=W*#pW-rS|x^KG4bhg83lq}7UQE|+|k+`&Y-+|TfqyA|wTFu9`SXSu*iBxTe zG-%8Rv`<2Maw9$)1X$-{caUnawKJa1Ee z9w3l3hcgUf^}%Bcyn9})-<72suJTXWWPEd7JbhmNwjtygz%%9S;z&XIG`&fsfH7;J zl_Yw!KuPH;oh>aJtt%Jf@}=w=@5{J!#?}RO8)0{;&zYWKDH3I|RfEQCM)1AeA){3i zqE&sUrcv5w8N}D(YG{^W31nD@dmoPw)S}8M(kMP6Xm?HLz=B}ZLJ-i3$D`B^eiOUb z+=wN{OQ*ZHiiQab%s`rLMpg+WC|PgxOlfS%WL7qF*XNgB zlFgbQ-Jo+r_xUVM- zdCh^NPlB-?tDF*x4^ogeYtDeB*CU&LqhP8lE|akKzPvUz zbM8oEpBNMv`F2F_+fP(V$UVr!rPFuo*(P!u@P067*w4)sL*I6Kh3l`o%%=GqDL}nD zb1RoL2ZOxbM*rlQH!wMw&4Q?mKbshM;*{hIUE=DyN8*7}^PAMX$6mHUEzrJTs)aUh zWEjT*XXzb{xr{ZU&9#wXxBNM4#b3rU3z$tN3erb7`JN<@1}=NlWa z?T)uIIL9Z1zuDHTa!lT4!n{uf0h7)rsC8gx<(lQlf{bGER`w)xj+LI zG~{v^_ZW2lh5EazNi22pSDfe4j3jZhKcKQG)6~YO30ywT_s}F0cG0I z0{%ExiJiCULQ;`ZJJdK|iF!jhVf7&^X$PDY0#K(HVFb$*XAzBz0e3PUY0WcGgb1};s*y1t4Y}T z!do`Fqf-YXfWwfF%#nxo88DUc)hFcaqPB6rMcQH_Q(T4&Z{duovSXVjVU>Jt^S2iG zzZj{?eJIRyJZ|Ao4%cRpF$wy)IrC|IhI;Cn7dR&<74Jb}i;1JcTV<>&7<9FYPe0Jw z7=4q*$Jd8gOI6gy;S$QT)mrH&Br!n_+8?XZ{i<_kNZKH&w!9Da9&VwvyR!0Yvj|#y za6UvLEfa1^F<_Bc1YfxMb?bPKOFL8siDD(b*TgCo-Lz}#ynKuLhSYx4Qg?MkpO`L& zv9rj+qjr_`N-41fp~{emAq9>0#XTuTrLP8sxt8`h)84E7JU9TH_s87i7mEi~?g_Gj z0Nl^>GD=*Q3zF4K9sNq5I_Ad=Ty4DGwH(ZwNbGV!p@q{t7YM??}n?6$J z=2#pJ?;Iskd3%b~*28E+n@{TLRYz_NIPYf)2yt)*;c&SudmVcSZf)&9=`aoSx-)Fs zyjfpsmmD%tC{el}7{N<3ETwKm(wTW0QIpLyCA{W)>tH~T_2^{=Sz)B%6<&lyo@){ z+FYlvKQV7&u&<(v!urPVDxS&uDl}kk0<)_Pb-}wxJ1jD~cqqX>&e`1e!#UMV=7suE z=(cfUyOFePGsh|FHZNCTm$eC@V6#An(jpjyXO%0iyXpQKTi|#e&HB=M%`kZ%TpwtN zu*@bp_z*K}PMBH%aNBwrb0Rp+S|3{Djdg$csb){K%Q#r#0*Br0CTFo93sza*#(Bu3 z(AnmVLR7r(pvE~9>;z(FeGI>R9&C_G#91Fy#s`%KAN02!l7S_6Z67PIONq$G%=Y^< zR3#C8LP5xWiO_Bwk%SSHGK;<7j>GQpozeVhIq*zsj_o<;w9Hpe%o&W#ppPex+^rGm zeW1M}jVL-QxR5P4VZR@%qVYtl8>kD3Mf^R%8!32R zu->K9lbR=Y>gljF^EWC-{kEjqM@YDcd18wE6YQhah`wM4u5>ipB|_K1-T zzg(cF(X+8Z5)6N9Yp&t_I5dv(5YhuW-B`m1DX%@|wu*mn_Vm>tRKkRgOW*ZL!CudI z>#&sxk{GT|Yb3*fCzZxMMw%n3D+Aoq-I+$@fA_Rt?4{w9Ky#}gyK$fTgy&k|8a>P< z`75QB9c zpAFMuBoZ#W%HxXc=dCg)(VGGb&G()>8Rl>1gg!rxM!U9Oj3Di+!fZSe1l6>E3#EII zz!Fb=C&UA(xejObFb2b(`1$Nqa9-y80wI_k-czZIK9K%&XQ$Q6y+(=}pfB^=4z%Se zJx!$!mmu^$!fL_Obacm@ep-^@YocoOpu}$7rV(Y={IYR3<|Kh2y@4efQ<8DJ-Hg9!EQKheu zc$hM!d*bNe5|egXQN#66QRj+QM4sWWjxL5HJy5cB*8Hns=H8wa;i8o*j;j3JbT@;AkLK%IDWy)H*70J?7-%a}B@l3RGdT3VgD_wHg z=HsSg?F%Cu(oL+ZY&MHPP`Lf&MgeqQ4GgqMdpVR|8?zJfm1BJ=M0Q@aYSmdNr5^0f zZVj8C*GfQ4QAT0x?T?9r8|aOLgybv2ttS2u*OIfxiR~T_3ws&6dkHY+^}`r_IbIGwUb*6yj4)G}x~z5lw>9nTqr*DKK=F{o$y8Q}1jLPynk52c_k-VLy2aIN!IDb>&8>#k0VfSB zeQ&~ys9$qDzA6Vz1&)khV1rqKBiDDD7!<-BU_+YezpC%z4+NAif=~2ZlCj85LuTWTyVborT0eRcPo)T;?`tV!V-I@XeCPb;=XE)J{ zeb16+@UX@T@Hi1zcFuUf*kQYoci~M$^(#{eKLp3@;JE>P1Iyv{GlX!TiMN34Q0wtC zolc+C0Sbr4!ijEgmtc{$a_A*IwdS!oW&tXD<|6&0^qW2z&#Zjsx4lUpJ@pU%apOmw z@Eje>CR-!tz{a;M%o~ia=3MFpE=tQJ7qb!TAZ@L)lT4rl#+aJvRQoX^n&KJ$vc6y$ zJ=$%&kzcR)VO!{L!`9eJuP5ONLG(*9p)fMr*5)%kvvndy6F**KV*3fm4IFL4iCleeSYE3YRV*D* zEGc3x5yYa4D+`}O_()h`8m$+aSru#x`N_9YE_eu<^sE~omk-+(-5wmCOi+HB3M_fF zGDYHNZ+E|)4_+JZdR1Q?8wzUMOLz0&FL|uk|9%_k()Ui|a?y6W-y_!~{*dZPlkBSG zH>@~h*q%%kU=!eJtE_TqiJ|fmP#uBg=rDsNf+g9Is zv8ChA&!Spvgx~*8AF^2Nc)bJ$U)#@V-%ccz>5C4k`m$Q3BN#Td9678>e_!ARc^Knp zU_Je8_B%L8N<5Z=1_T7j;@a}e?pEB;;mBg`5(`>Ou!7>JY&z0ml|yJI{o}TAF_d(- z!{M)i+xtg{POT@5O3*#%TX?8+kFHlAHE~z#Onsav^)VF0t#kxZyxEvtIl;j60YPn? zYR$=Acwo9|_V~y{JI(WCsGDHKl=nS)pVj$NGj;zQIHN8_!fmO6{(`adQ7WzG|7gWa>J~Ots%<7@LTB- zRuM(h-$rS0dJpHbXOJM^dPBOJ?@fu4{@P{GQ~q^AYKw0bW9Ldm z)pQwct}8jPtobz8gk9vMXu2=o5e2wA^ z4=60d={DfwF)v9}CXZ z&$5{Aro=R_%6_XpUropQHYDCj5fZ~ivrn84>XbmYv=hQZIx;?^@{bgwQ2i*e=2FC$F?ju%_ECs4swg5-IVaBuEslZKW6~lpaSP&ss+Y1b z^JX8Et_+}CPqxuVWAe&#^~pepJ{m@C#qdxRMSHQ!15byH$>x(_yR>f$Wsf_%OAb52 z#*>`hAaL8PUhV?x2_rh4@15*3$0b7z*f7){Vbia!=ge@?B7=bA%tvgyE7mc}MX*Aw zmWgb@B(E3BeKtJ9``F_7`Gk6181E>+>=1B!ts?W$Rg4qOF3FbRecE-JN9SJ{b1W+` znjFTuF^lXUAPiY)!pA_XvHm?x6c(?#>$@@cEm6$nfry#J+y(uvRFe@`kV7;dRXW^W zat~CBV^?c^3dDn0uOzjupfc0YFI2f_kj~X>Inu19~ znv$eKG*|JWBVEzX-9&4n!7=E1uH48sTI&<1I$cLhZ=q%HGRnwSY%(hr^D~5Syi0Y* z<-SZY@@#{GRNJ6ilSoS8qHOW?qQdgdYjy#9{GkqkXmbVlMA>s& zbqLfL4b`L5RV(g*2TFl+;!TeZiQHT|RK&5DOgq=-J_*5)QOs)Vmst!3iNta&b9`>U z)I@m9en{Ju$Z^*MI5>PsHKv!XJVqYKLv9AhieGuTmH1v?YBPi*3UGqA|AM8!NWu4X9VGkWbgNM%t|K< zua4^&_@iHq*cT6jMVw3>yM)6%U>a|cw<c@LqJh zI_pCJ__p^wHOr1!Mn+_d{?ds{ zam{H$IH*1foWpe5Ldt`KO_(a48g(~f*aGAMUMVkXEv3$K05Wv zaIb&sk=@DL{f&sLw|C80fq2~F%p#BE(e`E<<(>6CW!pe=;ohyjFRi=*x&e{c?c$!H zf}SUXkN&wyr@hIs-RT#v&(BTYCEs{n{*nbPKR3y^1;B<2))4yVa>FWu&VmnrT#g)y za>8p#3mvUkh=$uz%8j$57She&mt|uQ;MDJt2*P8`?@?zO;n%iD5?t_Uji29g}2^?8R-@C#zh?<|nIYgJ4FTJ_aym=Y@+0VmwuYYXiPX3~s z#zTtTNhJr!pJ?HJbwk5P%*5r{c6dX0zRoEzM@sE0eY72QI&|%qdxu}}Y;8fPb7Ab^ z=P-fDmXO_nM(Kg?GGc{}& zOFX)_Rp!T)!-u(k1a`E}K`-D6FHr)kl$5Q6Rgx7=Bi9STOKlbbN23azKE!#! zk1Cr&?PM@|921V@C(@&ZJ9aN9{4Ss0(a;I=&t_#-)Nm2_f#XB+VX6My0cPXV!J8m) z%3cDy90QOCD3r8U{p1;TL8>RLvXlAxj=SNG2oAncx7d@=u+p@R@TXkKudtDuQLk?{ zv0iWHIMgmZFxUGk^03v(rsJ3R?L)=sA?Wc7s?Jg0IFb>Oh> z*y6`DR5bhb?1tBlRg||65OLvm!|>5xAnDE%du1&*IC57u2S@If5*uQ7xAF(8q_GI% zLTdU$=L#QRT#g_opP79*$y3?r?IC1Nx)h^~Gy^R~!Il!XVZSCXl>Bbg(P}GruHISM zqz+{=t6oQ-ee+VH|0VI|Otl1o_m%AvZiw>WbafHT&Z&2vksZA*O^AlmCq?DLTO#d{ z1ed=-lV5zuMlj%m@RC`NL}TOpy0%1K8MsOz9hY?<&eais-cLY_76qwvLmS)Vn_2+T z6%#muU366aTqC31w^?rY(4F@VC07Tf>E61ZZk-@X6QQjiE&uS*_`6&KjtpB>7ab@h z_*uy1UGTe{EjZ?+ftaev6IU^&S!wa?o*HQ%B=E?>aOd}v_;fK53&QzU(s}YKPA?c7$#Rw7Jb?8t!)P}!j$rtNFWDh;LSH! zO><4doX7Lld=^&OV;Q|LXTAX0?0cu{j$tTIsm4DPW0!rM&Z_#gko9{Wf9sBM3H7aj zp$j#ZFlI{Nn*HX9=acmeyD~>|A>Y}Q@(!P{I~y@sHN%P5fCk0nz0m+OD0oJCP_zx@!4*Vzj@nE z{Tv95{bTbSpL{fPi+5h)RF+iSHOhTEJI3_Eb~}WwCZ9Y*A2^F>m*8M9KAKM^_N5OJ z2dA2BjCGW(?<4V>s(X5~pMXFDT&u0H5`7+c!3gGtQK%gm8ZYj%%mrH%|4j`XR7AB` zMdiGzb)(?mTw;q-hrf919CH8_c?rSAtXzTBV+N=n!gtHI1^b)?XS!si+t^TCcluc7 zP>TYiur{Brp*-TWkCddP>oug}KxY=!8L zJ_IYK*01oXs9};Uir>XyCq&^Q z!!$Xu;d;X>jAKh@63RY$ET8_1aZ;?b+wV$h6n z)lDnIT!%6kH-=(qDoNSt-K4uAToZq#SFld_Z3RjYBIlGgqY;fg?)`e~{0w_j!&G8Xd)cdOS%lJc`*S4((}m3<#WGAvBhC!Z6aKaoeG)McK^GSdGvUjw)OaXLru*ZK28=M43f`(~F?hj- zWK%GL+4G^cO;rw+!;6$mDYp?XPU&x6gp=M|W;n4*`CRMIRhkd5(z4;aex#dH^i6Om z7iRR*UxJk}$j_O!ZR;dGeU3VezQzj4!Qcpg7V3t-gFD<1{vs1MM|c3moKV;-%PWih zy4@{iO?I+z$v_}lg6W*H3s&a@8Uvh+;}s1r3B1Sc_#^!2c7EHOUIHK1fn?z3z|!sX zqLb1@zThoc8NPR;c9qkcsvQ$;&u6$ERx54O`g%k&l2-ze!8qfkg&3}8WM)nm6?G4( z8$Vhu?5S++rx)Xz6e{d`G_*MQo~FD(uR?;Ji-)YgpFFAA zU-WD?BX&Qb1o~r4k zg}y5UoYRt_k6--7Q_FuOr4n2~E23Kjyi9xW2IO65{l5!cUxf2I5-r*ZD+i#H2aOA{(StK5wWF;Pr$iIA^uT_ zd@ww0lh%=*0B3QL0!9F5cgvvV#lUT&`WN-$&61eXhUV%$3?}UKBhe}(#G^>xVe2*w zy_0_qO_5D~TNWBa9_n0M?V2kFb-Pkt-?^({py=AGzhBRZanM@?eqzY&qX3`9!opSA z?0WNpR8)|FOTxKI4kk2P7uz#duG~)xCL3ht61=rs$xr5f9BBz5@mEzOyJ^T(*RfBh z)Nix{cLn{kzFm5{ztv#Pgwqb!!Q?a1;|1EYs!Y*YL#t560dxxU-sY%LOh^SS#pmF@dZRW+o+dJd2Sa*2y5cW;Wke0JO?qH|%IIww zC31q8Lt;dwZonq}-GQwi_@u2phk2Rum~&Uyl62i%Q@oRD&fsn<^`<;4Ek)`y+-PN4 zqv8^4iWa(;0u@fO_m6UsTq4aVo;jr@x0Y*PQL5`6jJ{ExpsVqn5R@m2<`1{6NtMJ5 zkG1J+Km(Epiqh&rD-`lDj1LCs%k2RIn0Jg zlnLfI0Gm(|*L6$oWjsY=K&cJ3UI-fpY3IUxI7>bShsu4rM|m4if4c z;WPDd*M%b$YtcNy(f}Ksn3=an$iFQE_4TR7YF+B=8O~(=rWy)4Sf)- z^txwvHn^|x)Dx|91C{V~_NN3LRj>5a9rzT7I&fgfw`p6^z$PkvJJ8W3e2e4Tacn*h^aqS|khAz;eC9=v(xC)gx503Az z^TB>Tb^XiNg4(F()zm|i^Uy4PwS?_N?^pwl=}_xO7YiJ%;j4$j7yc_WUMG=R?>izD zoWy%SbxVVD@C*YL_<>8IN7H()Pr#fN!MYUBxl1-B1An@iG-*+z>ZANN&pHPEjCzPP zF?S?Qz>9ek>tF~R**00XBgF37_*yCrH!kbo%zL~u;lGXsZ5 zl{9gXu?Rj&sO?QSGV4~^YF$V#z@4nTrDg~pJw}*cK5OK#x`PT;=EGy#Qz?@g+7wB~ zM}=@(OK&>S`ECX%b~H9Cbz<2cVH8s+3{mc~KN*wyutm3JVAm8tt5e?FX2xZXA5PY8 z?|0N31qG_iS=IK)PnJ9T6fvKGOXU-}2aChz0U%#yBN=o60hbM9CFj3rRgH^fRZ0J; zP(9USBN7^KsNxJuw-LrhI{Q&S<(CSu`I#_rRH#bCf89mJ$r9vzdjgwrqup&$J84j% zrpNys&kLfZ=9kzUCIL^7( zMiS9-0COl%8F_K;e4mN3hKXanZ%dS6h(f)R?VLjX7iYObFi!tZIa`W?S-0uZ*KYaL zh@0h#_D0DbK=)@1VhnITN9BU!SSB{3{>QHOAC=Y0WJkLdDK+=QCoGY$s?K=OtLbJ+ zi4h0BT8K?+u`7M91+OlJut2iH!Ml!|NJvpiX?;ZNwF80ZQT$0`C;Dhy^1YK~cXXwC z9rwW0UH^UxmXDlbUyx!O695k2VZ#>U_AOWbp=Yp)K zGd5$p7rOT4Mqec=>VY|Z6!|EU=IJ5VyhK}Zaq-paj)ot^fpCe}LH^7$9~qw~NweP; z>ljk0g3AyVTCHq1nZfTmcrxm>!`d_jxY*MX9tb+Pht7*1&?f!5cYBjhL~z^`2!euS z5?_B(usx>1;(wt@!VOiJ0_aNyq+oa9bF9%EW6l;_$vxt>MQ;CPz7QJ59)I15RIRuN zm>Xitt33{Qa0Ii>jwV@plXH^qJU*g&*-&2q9xar^ls%7ds3GCO7g{jCNOO zsCc_ffv-5eY1!#_lt4I_9$C9^5QP+r!nvYTMQZv%K|Jkcio2 z_7k*8h;}LH(?e_i^H)Lk_r|8EJ{|O^N2$u=e%<9BQt6YwlLRHC1$Jxe)LC*0Q1Y~u zN|(kE3v3A(j{3kKC7K>4>7seTuZ38onz9;8Yp8AivwrP;t zzm-asxsC6Z{HUOOM(#uxv_DbuGD3jVvodY^jl*0XBXe90EuP;8BTU2{5%G4UhxV){ zbbsObLcJnV@(-FHud7cuKzk&>f2d}{qx8m5{EL&T;Yk#kyo>!I?hYGdcuZhz`E~vF zI#rJkP5(QN*~Y600DKAXayi!Wg*5Q>hSe~W;6H+nwek8;la#8;x=k#6M`~?k(PH@1l{n(u(?53L3%q=Jwp?*GVE9g9TR6_1`VhCP`^$egpW5I+%jAKAl^E@I_r_XAH5AdN?Zt z)uH^`eOdg8KOoE>D7h&&v#f%DskqiI!Kc?BKBgx#66qHjMk_Cj!oT_%FX~INqZs9~ zJkKTsVPQM6J{@y9#k{}T`LPU$KHJ;E;E7m&m-5nm-;;dpK!c6w(Z*T*sMuMv+07s} zg;)2bnF4x7xQHo%j3T885e-HL7Pe}cF!wNSMuHb~6F_w?+WU=vWg!}kiWNhA_0eqVfSRL@@(bPE(t+WwqaTs#iFjz)AYD)6Jje z@{(ol9X_*aglodu1K<0V&1Vj7OucFmWH0QpCQJq0=&KMEVjYVS7M92U}Mcue=pe$JCI77JpQR%Drodc zKw+eTMbd&?wMHbO4t_DpuZI9n3F_)oUbr5{HG(GARHjY zfmu$^6(_+u3{1Ch>1GKY_<*sg?Ub!To5GULB zRVZs~63K?5PVBHcit0Cikde#lUUA5nqLWFUgKijUp~6n(0p6s?Q);#alLFW)z|gl}C+c39#9207V06-D_HiUw{T z0{M7Hu7UIb4kc^l;0wvhndEGynYd;a9_SDUBdI|f7@yx;Z3nFlPM#RJ%hJ)Kg^n{MeCZy^1+POthFqtJ!!xn zz!WW!GwHZg>5g8)@2QoIR8n>?tM^07te>zT(!lG{Jlp!M3f8rUG zir{>$)Y0ey=X$rB1Qi}z?SJq*91K6m)zElVWft|WLb6C2fvVms0U$w=!{a7|j`FxV zv2?uKvJF0(wl`yupWun;-=NE;(pF-;+r(zf=UBY-waRFPS%EN*|H|)Ncr%9n6W~v} zc#;HiD%b4Z1jXUh>>Y#v6Zo23p+E1NIsG0)TaQ+=Ke6+vOHln(|207Uz)T7yoCl&D zh{%L>9VkVsy9nmC|F6zxFRW7pk%Ir>!ft0sNXC5GXgkOvC){Wci23@p@p^X#yBB%C zPV8T0PYPNqkVhcp?BdV_S5BqsfLO`9?{5mJvWy}si_gb9SDk=AOd~@r4R`|Eq)O;%cpUqE2SYP$vmsEB z8_3i9E^M*>f+@4z_%vBUdl*aZ14lRU9zstLge~-5H{~zfPOPx`&dQF=D)Uv4hfk>? z&IRDfutqy)LJgB@b`u9O7h;XSmVG}Gris-5LKV!)<$vol@%IJJL$m8}v89DYI$dft z^p|pl61nv)u7C4cg&H`P6xYsRN^cT&tu)2;*b)n%-Xm@~OZH_Z=F>$*W=>*UQ^%Mg zR~j}#yhM=8BNmJHS(`tZ;7vU)WM*<{9VSN(G7BH5#?q|Y3A(_EyMZsm2?3wT8Dr&So9WRC0%6To?iD!wKpHJ;}O9 zg`~>!^s!|KH&8%Yg; zz+-N0W6GXyfE;1xbbWW)2A^x0L}UV{txL~^dLEonWinv3p0YqYIZKC|yN6nOItM2$ z{;d1Uj?bXcShq&a+FhAMDuLz*16AeXGI=Y!Pxd@wFgMsYm9$WHR|f-9)TfVpvz}6b zGtX-x#SLUI6>Pd?a8$+C>v zsAzZuEL`8jFfSr6FLxO{ju7g7Yl9MxM_o6|XoCcvXa z_qq0J0`r=!*7ln{5d{9)4aB49Ixf1hZt&py=dM#lSm(>#bB~Uljey0ENNj7R1P*zH78aDQ4iBhXil-KHCG`s4~}1=g%cfcC`-k+7k-p8BT!Pgu;-N4_&T3~>pzW>V!;g{^2@7eeHgE zPc$$6q=E$>)TcuMeMGTfyXWTo#o!fq?8Ia4)cs_^484h`yW&XZ;!C^DS}%u6eI4}8TNKQhE_6g z>6IT@x;oSd;vb)Oh|g{fHU`^X2_k*fk}{hWGpeLN7cQsv<9y%T-!lSrA~Hmy-5B;= ztAJO^R|@!LYatmI;PyMm{h){#Mw)#wHCoB$Fzo7(5(b>;wI9 zorLAYx1pKuAf(tet_ZVzyL0Tz3p=@sSFXoumK1EFo~gzmF=a*Rv#GUCzs}{HpN(NJ ze!r9$H21w<@ftXt(kFW)1sF9dm);*0>!(=v_jV1~wDNR1A%&9afV(qqv%iE)5an7Y zczJ@A3(28i{F-8Dx!?{!*q!rXu zDpT+ill9&kF-al_As$6SV6;%o)CSoGQ$|P0ndJsNWtnvnyp=w!9^7E&%j5Do9FBq# z$=Ww0OG9K6AV3gR!Xq9U~-ro z?XO_nTvf&iO{em#vx~_Z-NBIb^U{xGW~s|XbGy>%26#|6I+V8=ZmAi?s8(e}6lE#J zj8Eg0!E@p65UyL+!0;(#>9N6|NL>2=aCyGyCO6Vhn(;#}WjledKiOAZu7N zFKb-UJxhMsa04}mck&G)Cq zwv#uS6v*u3O=I{Ima6h{G#IxN)h}suEh{>vMw4D)v0q4-ZQIxW2H0HjuMoMTS>=-2962{zIgJziIbGsqow5lwArsTR z6W2HsJZ9#C5-4WlD{pq=>M=BcejHQz9B}McMr)CSUT$>(I#ObyV(1&79W{GWjM>As z+%qb34d21J;P^1*arXx8PM`Tqs%v}EIkIw+tCPBZv;zglm_F$F?kf%d_yy;06grJ+ zV9bw)0RlQ-iqDAD9wg2DP!w{NSNHLj)b6a1aj#F}Aq3~E)8t^qKJh2!_0d~GL4YOg!`#0@VCGK}#skD!Sn zUlP^|1FcG1w~uk;)u$soPA!ScXfVYa0bCPvL3IvDRPQ)rV)-?E8s+Ga$OtLZOg;&f zJH@SzXLH6hh2ojG!5tZkkv)P3w9AdT22rkBTUfq7YWLX!(+xOD6N~e&<}@$F(IfN76ZU2uB2uF;gC&GO zI*q0xh|nz_J%isxUoH%r(<1l+mzpFGvL!n7kT375!wR3==6Mn753d82A3nCSO{JD^ z)lR%~nqcI1$WY|;JLU~ig^*L+hHGH=7hrMDB65k1!Y+~}3e_1u-y%f2*knL!L{_)` zR1EY0sUWjj+RGf-`C!QPla*9MPC=K)pW%KKXM}r{r+<8VYzboqQJltvQO?+1l0nz1 z)IzXkG5-NF|9`;R9RCMWtK#w7^oKM1!^##hbuxCe{OxS-_`{$5vE>YHe@0Z~R78|S zXoO{z7=KW;KRjAC5oLKW1gng$4*Z8JqsVx7j#< zJcSK^OPE@kTl|TF|b=KQ~X$N#(sz!+d`Z)0!w)7sh^0!#p=fS)BYbg}@L0nC0L%b&;9 z6kuipFtc}Y1egOX02Us;d*a?Qg(uLq}7){|WRz zz5j;!ZR%)gZvt=tIJnq5o0=He{Ex%`8vphAAM3weM}QN+$<*~Hj5EO5%^u(aa0R#l z+yNc{Pk^VXqdnDs7yX9}Y)Z)VAIz}Q{{^4_hg<$1()Iu44l}ZHu>LPyn2C^+orV2> zt^bQ1W@KRJVE+G!9gb=GrILJ!&L$(#8e9Y`5d=#`wmBd3zyQlIgvjhHMM6fmSxvaP zIUnd8qy#+=N6>TaHGP})t$+T$T=n?Z=W^@4=V?l!wB}J~exM(h_!vl-=lJLV8C;^$ zg2vGaxUJ2dv%Sr|4hyR}ACh~l_uyZ22ckL0A~5+!SV$8ySg?EixIZF7C^bAo9}NaK z5c`i_I)tIsp8*5IKP*c6L_ZXMdH@J3o@NmwZve{u5Gbgx9;+A+mp3b4Z8|$s8<`jEbxNpyJ;k13Uan3bl_Xff>VQdLtq-Q zFQ^Y5I<#*Gfu5cLCY*VPh+9Bf5i9QqGT_s;>Z27HVkdVOsExDz8}EwXdOIMmt~X22 zpf0GJ1o8+tL=%`c-xbk6Ba4Y*0IweysGrssC-7ni9^s2n9dQxfG4nPkJ+HOw89{gzPo(5aD+wVyPL4fUl8p=K#=Ab;c+Xuk>6tfHa37@C^3N< z!ZZX8|9wY%5r%4f#SmO=W1Yb>9C+ptu=}4sUvE?FLxgH_^j+|L8Go&yfi@pJ!Y!u! z`?h@DmZGA9aPwbr((~IVrNGn5ZKw>x!-nJ6rA-tdl^(mGCKuAeCyl@dH)Y|nD!g*@LTHPyINv;c=`&! zJGl-1O~5;bZ*_bdHw@~ei-@3|w|7$qQ}@lf6!g*EL5&Dg7WMgUg@%+DW*Z-@$;Mh8X!D_|9x_eanv6bb?)bkAPwH)<1V^` zu=pYU%i~}E_cRR*D7VIk9vl7_22gw>^BCy+ZVdqX!<;r1gC-IxCc5a9vB7z~isC-5tfz&Sr5KM>?6 zDBnT-Cnz+Czw37ZLesB-FMosx+%JC~puBy88={1Jf}3AJ;V+isJUn^OC^wZM_ zaU=S{zLsZ8#Zyur^@~r} z6&NY9Mu$GqeX}&$pVU0nKPfejo%ZO)knYx;7%MV!UmRLIQ!z3_4G#LVvaEZ&Y`*gP z#IM>&(yTp`xi&Mru6Yuby*pcak^bi3(478~nkIcnbq44g~%v@N+!%Gu2xsT}=aC zNqgM8=R+v5%;BJCNqy%4GmT(d&BQ}2p-OdS(ebe8LA#o^OFmzC;Snno0J>x-@pdJt z6w7Qk@?XFfO#ANwsItQY+kNmyg|b^8g-7XR2FIDq34+=8CeqGmeb4ddeip8j!PI(t zhY9Zy$E*UGKHPp}0_5(2iZDIrSNy8*UZ3J6J=HbkOV5dT1s{;=5_66!rKq84+2X1B z?1gZ&ZDFmokpn?4>i53)f<-cdc6W=#zsC+KQTBSOF!OHOcu>v<2>BT0T-5!$`#cgFX!)2Q9Zw)ji?ua#Bvs6Y~o!xGII)wb_xVow9| zY%0hJ_#S*x&O(W!s5;=Zu!Y<|M`~2755&8QUT1MvM+S!)%WrO6#L2(1x(T&_KfeGU zlzKgw)Kodz&^{cOYt~>9rEDP)dtdUNHI~atbFy{4)Y^WufG#zW_*cYv0dfX5i9c&C z9Hc)L!;mcUexC}D?oc-vN}B7K+iR&Uq~4XgatOXySp2^df1BNLmuLaZWL?+xkUBS`6YG1appfZl%=gb=K zLQRXVj2joJg?^WG_yRjph{>?crFWo=ysXoL$jr2LsdqUhMtdP&+cXyT&eq`j)dRg1 zCS#dv;XQXj?O<`81H3Jr@uu655pWiap-6Y#6iKxW-x_QZO2bp^%b&}CDVk+@TShOp zOil`WMH=}wDJMphM8zp_=O3Qex@sxuMYT>P8@P5FcUK^!r4`j~8Eg=TU*brXX7X~le_ooSlkIm{j~u#?dDKP?`_`k0 zj@-tSqObiVRtdzcYpE z<~i9mwUFq@211~K&Rj}S+i@w0ucF2Ap) zTnJ039!zZ6$RB6dlrh%8f1wC&@6Js%QzG{b%>B}*S?Bjll zS``a}?Fg@)CsvE&kV{G%`h(J``K(N?R^i$)5Y{OO%@L(e`%0?bgu(`!bxm&^QH+rT z8|l+t_j`-<%sqR5bvToOSlCiXe$ug9wD)Z;IJ%lsA!8e>h|2{K?5ZS=e=~?pV0h=zp~Wge!SPa)%hxBN8Ytki#wLkA5n5 z)_RnvnOLiDvG!#*0zW+DjAXxgb61>v*5=mb104Ri`|yIz4&deu4eB zl;~o<_F=2~F&K}W_wanpmo4VEz(f^1q8zxY(~bw&EViLS7dgg;y()NLud2%zHclns zy^j&&q9E=+gC;5WG zE7L7+o(k4CM8b;kca!*s38Cn##{r9n9EC=yKVoQa7Q_nAm7bb81LDO%f!%@ z!^QZ&l=Jp>1^bAb_sWe!4=j=DS+$L!@-l@HE|s6zke24ssRX|$i1F5qcyla0O6(OO z*M(fIH`8FrO4igwC%hV6=v(9D`f`N!Ajnyh@Yz#ni3uFtsWJSna$xy$yKm55UW!)! z+&oN;)!dH~lgA8U(GRvXK}n+R%S_h3Z4aMs#N>(z-~g0*z5`Fgb@95!bxl4teor#Z z<IIH-BB~`*VwvO{FqqWzCn*_w!e396o*J7u427dyxJIoWD|Rn)Iwwwpcf}QE5l#xs z-wXL{kMfCh3zwsI8jawg!9r*E2(`|{l7@-vAiIjA1 zY-p!5)|g29Oryk6<{7 zOV6^6vzGwc3m_eAAM7s_9!;1hN<%P(8FBxs-R*M7{b z)0rCXgCA~W7{x{?OMR)M=tUvz(V84MJ;8Sb@$rf)O}LeM7Jbn2jr;?;7n&P!eDfQS zR#m(uU?08v!<7=&@ToFw8?@*(UaY>U!g9Z$He4X&^6a&$$f872`mJ}iT>VxI%sVD- zHz%YI*2wsDzwXl-{&fve7%fYfV)WasWgDNtE%$A9J#M9;oH0X^jWTW;XI{Xm?3LEd<2AG1XgP^BIoABoD<2oz$#}F7urw=~# zGB!EnEt)0ayN&FPN9K~Qo)+fxrO&J#j&6!7Tn>MuX=|Huv$hk55xFka%Fa3K-bXT& zEeKiW{vmUb_VVM(H7C!u{*$LzbgOv2p*Nt);GjhMulU(a&ASR-f%x?alPjo19Y3%o zmlH;<4afF|H*sn_ylFqe3^+|Q1> z+eNF1lgD#uhh|KaB#LHYaLcz-3h!>3O|@#8vRISF06YA5Hsi*Fa`wJsHgcdL;b($nbLu#-q2FIuC=`hl!2 zNv?RTfO5B5H}2b4Gwa2WjNGX%474Df6EPPbMAnK>%ZdT>o-a*soFn3=rasm16E(`& z_X@QRfn17BKP!p2s-S6ErdNoR%Ra)!mI-O7>Inb5vb&#TK~OrfL5%UX;c`E&f6(84 zO@il3s&B2i+O^n~gr^=YgEI7>yuH7bxsjhHrCH_nrSm`}O>^-5BxeeeShx$qTzs#z ziW+53R&}zJRRKF(9wUUxDUvyIc77it+L_dTt#FQ3PwEfft4^cJ7mSxIyMzdtmq+q8 zibGg|kzc$D%w?yw4;mY@wq@5bc=Pqfl^Q8Z&Hy5U;KG6G7OWo;WH)Vga` zKrKhQz=;vpXG?e^zLTsX!or#c*Z%G`uM*HZZT`u|JbD6%IP9CQ`Lmz$Ks#_ z#EA$pi&QlLoVus+rCo8UR=jnSCky?>oRUG;7v=uRvPc|Jp%XHB*_Dr7Db*X37Z`m` zg{&uZUHT4_(uK-?akTqP+&ZUky6SV*3>5}a-I*U$Vou=ENTaRl6?#Hnu+x+<)yVDUVY839}sNCoA$u9;~@-XjLwuh%kYR+ zgI|iHNoz8++Vom~*8yM}uuH!LlCUlEm9i35M|;X36_bwqh*eNx)%UG;pov(4`N)j8 zNJh~WYCVTze!SHQVqJ=}`9*ePKR^TS5H!Q*u)|Fz3GX@#C>Xm4VZXX5mrCg{z<056 zCxjf~jltt*fk!2q#So!zh;)M+l~s`e#<)a>yG;Ev-zq^#5N7>0a?&n2cbGkttv?w3 z4z`N+x~Ydl(}oOCYmPjbeeNygh0=*pDJHzu5%Jo1iMpnwGqH)Vh3Y<5S)3%?51Wp{ zgm5(-Ng$hBm&fpzDLJxQ=@%fz$Yr8^pa=snqs(xw0-@ z0pI#UQ=4tWQm}>X?ZcbjmFKGQ$M5R)EJ%!p#wCo4i5dZUQ2O%=-P+8Owz)JHKSp_{ z^m<`SJxOu^c8)?QnA^x03<%=2B|>ee?wX;r)N9&Ps>*KaFP9uYHJ?_r!z>xIoa2kccgJd2~|r(B|rNwc=<^D81|M#2}d%qaj-mGdDx{--6_^h zGD|yWetP`aiSPr#(DJU3*BLtRU zhawLcZ2s!_=_B`f;zu-1xA+`c*1SH0iXK0PRqA}B^rOoS)4Zd< zg~n=!wGB-7!MaiU@RZF>VhOmENLEL?8pUGem}>=n?dM6>elL9@*OvAWwnLhD1u{Av zby}NBSCVs@XNb$h6es4$Q7oGm&<)WZ$5iBxzp*=PBDfE;;Pz)iBUbpmI^mNa?DpH@ z<_l7jS{(grZIO^|SF?nCKg84Q0G+Hr5*#!AT4lalZdAa0JZ%za^jsy3gFAaUS8=E_ zn3{~JTydg&kk|MU>oi3Qi%WMCEPi9fXAN<^qXfq7Vws7zXX&*??!tCV0Zr+r;-sOq z4DB>4;8*GDDMTq>%{(z6#hU@6@*iuE71E@&(85@i4DPg)uf#-x;{wAO)Z=5dB_M^K1{6N|A6N~(5ENbyrgpSPwyu7{*<3u7 z5Zj6TwMpr@6E|xQxHII|9;cZ1DN-+K1m8(e5Oq++#wIkEMnkKfbmcMBSLNxi9VAnq zg?yQ<0byO9+uSUgaDsoe@WpYmYeORyEhfe z@m;iW!ZahQ{(AK-N_yCy8x=h|7G(mhrp`3Jn7i6g#l2X@TAndhDWY#W?WuUukf#SG z{wiJ0jJ#f`HDE!DH{@|?&)Vc&npCq6v{V!L9SXCZIEF7b=*Kkg+4)-kz7945!J)&yF_C@Yeb$jV} z0kHtkYBHm-3vIN4d!OyPnra&9F*#{wp;=Ln^)>S@$C2FGtY+%dN;ISa9pzvT_IOVh zehVWkL33_NG(3gh%yDJqG{f}#=NBkt&_J=R+HYG>4HX+5$^x)DbW$84`V~k6wQ1rL zye7@n{4}G72HtA%Z?s`Ohr{Tal^?hdAB2ov9Tb=}=0~dy(4#wx9;%?DebdC7%(Y^Uwt9UFwkM zT)t}Pgc-b;=2D~yDUgpWqp79@L^N=^$gKJ^;R$oL6%g_8%juRP6#*uDOX3%9;d3H9 z)zMJ1lvd~R(k~c!z^5!mh;MB#8YX6p5N(uSOIbV8)N*WMyHF$G9R!N-hci zQlmui4MuLEO_)2W!yF$)Dtg^5(HOxC9-MeUSQe&mN~R$vx804f#O<6&^$=&%Z+c9j z)`M(D$sP+bp9%yr%+ zoZY38p_k@IDG<@`Itn&a36*!A{G85;v~p>(RoB#8R%#X_!ZzDt`x(w>T*g-y@AfYo zryA=`2CnkG1&^ZVrUS^$zB}d+{ql;Eu$S?#HBZ!p+URxcm3Ast_wv?Vgmk63iq-E@ z`85~^vQ{&Q7;M&I!;5QQ-do(|se@`f!_lLjqNveU^pWLm-!9?+7Zj3$4(YvDsO<{A z1)4H#s$xy`G_l&@soR~-*L8(Hha`Db8Hq`LaV;Yd5V-}>*6_ZrQ2x{k&e8%`SC=+t z?obe48|Chnmzvx<^Z{$MH*hb7J*t>~N5{>wm9v}9P(q~CC>h63*H&n7jB<9jz2YpD z4CbNBF^#$1>YwapPDx-)kHSJ#gq-SK5BmRV+@jlfwF zS~HK#J6VViGnkXiedJ5=(j!H%yy;jQDuRJ;!Mhqx$~>d)Wmy-tf} zSo&u-PFMo=f|+wuN0mMUj40wY7Hv^{FFZR|_(2S>)wcMg+SIi(iGNh1^fbt#GQ*OS%RT{X`mhP9nc zgjJE0%IKPfXq}D%1{#loag+xRf2%UR_MTP_>vl-F0yt3tYbcpubMRImuQP3cI_Ip< zy14*GBebQ5IL5wB%#sNC!Zx4D={@?xMH`p7MItzi4S`FkyPZJi`LkqQiuH^ta;5m9 zR07(+H{sGOX`QT!$!bNbe>v43pG=3D_KEeh;)V&L`WjIqj}QA!1LFmfjWxm;$iu61 zjfzJoZm=uqkFktATk#Z43y-C~OlE5Pnxs?_6ss5l-h|A^%2H5ucM}N;-SblGg{PKQ zZ#GWJg~^}Y7|uY?PZ9_SqXyfRM5E-4$-#-raOWlmi5qRd%Zssp1$#?~$SrMlb=_QV zo{^yRmk&2BFnY@Aqh> zOS0t`U9}RQ^Yk_S-E^GL-0cQD70PmMb=FRq<~P;|ctXhqc62Vd?1bWrvc%j7?JSfF z^;U7sXKO7WCeUVkLUfXF$6$Q3SjckFix*%n78 zpvjHAE%8$muR;nos5>(o;&;nG*CvQ#%DCoSKNEputeM>ngnhKk9Jv$tFqHqHdRL@Y z&OO-pr<2T2lcc37$r#q>QZW0FbbaVZ zPO(2KAH?Q+lX|$p>!@Bfz*n=ME%g?EdTZyO{>J5Ey!&1{-xxY4edjIMe}b4osbt{0 zT0SOXcQX9x6&3SqyD8hMQ_W-`jc0xmYb%}hMZnD*<1`^sJ^Yaro?@oppW~Kxs^eRI z!G4*ZaQb@iL)YxF>}cspZbrbb zPA`oEyB#=JJ-F1+4ps>4=(zhVS!^b}g^Dj{!wBMQI(^W^%lOp%2+Xj>;e<0>emr>edQy6sd?&0YB}7SU&kL3JK4=7 z45HqqZK+wB1(I859yYwJpUDgCyf7W8PG*%Z(z}R`YZ~*s8*sI$o3k2H);%g-oe1R# zumh~S(7;f*`IhF z&kjCe4@|&W82U?>ccuPHT1tdTQ5bGTxx@C+(tJz*if05yq&3@23MDA<@_bh$c6vVi zad_Jj>FWty09i2TXuyzw0?Bi z0@OtdBHhd6)4iSJZJMQ{+e#DFzrHP!-JSsSjhHjEu_u}At<@ohH|NBYSl}p?@;xzH z>T20?8f%#=R>T2%85Lk1j_cml1Yz>xG3^@t>@)|BFAdkP<&!QBbd%@951d&$cBaFs z@7g*;34t0`!|@9Gu(V5UfG6-rX661?+qeN}ikEPJwZ0SuXZEI)Gg294Q7cN z?-uY&Rxt7On2ABkC4renZ9HFVD%zk%`ju8=`Ts`TneP8}hjy)MSu&+`ulAw7xU^PA z+qk`CX?x$thWa{249DxJDT-nnyxCV0T!rRzX4uufW7 z6I{TEWC>hGjFMU?-=cqEPm&g?necf-(V~|1T7O2Znr#3b+I+T>wXD?WdG9Ln^@#%`a^i5O^MeSAilC31=Cr6S~(8J{Gq zHc!@k$vX~4{1&Yy4zv~*Tn=!J7u|Sq$2ro)oLBR$r~2v(sNkjwPV9uEyJ59gAQPMY ze@Z(Gs5q9b-=hg`!F6y8GBCIdPH=aZ!QDL&2(AfEfDi~C2oT&oK!89XxVyXC8*=Ws z_ne&Xdw0F{8rFiU-qp4DuHD4~e*N!}x4kUhpK;U}4#O$P4uw;f^(uw2F%;^XzXurO z&v=H?q!Y7F^|)s-KE9Uc9NuYU}xm>L8=S+3HNpttSS)>2z$*_32DwWI>`aXXRU+7 zS<~(&C&3*UY?2w$&2ksQ$LBd!8Opk*fN`Sf*mYwi2d66OW_p3~wL!blRNU8JK{{7K zIDxFvW7ag?EhWku&%#1ezU=K1{m2zrm$^pBq%0%{zwo$UwdqAn%DNo&j~gc2g~8>U z$WE&&^Sdt$55!l+hF5eC8}8Srf`%kl)uBD7`8DBGJZ?OzJ65fGQ}f#6z4@Bu@2Kq# z8p~~~nUC@PC1w?)KtiJD(eGzv5KEBH>H|xePw7GIG4aiMj<>2=k(6xi_9aVWA2p() zPo^Bo6JA6S^{5(h{Jcukt_}$ks@GXyvVT3lSR?&?&KqL_hbvrsq#|-A zA7d?QM8s<*z2JRE2g<`52WSjYvRLRm?@5anfY^8Eb{94)>F)NX*E+HEr%B%ml`a-l zfCsfYuq`M-wFaERta$z;H9c6 z$i2XLIV)*(*xk7LIywUw%@OpOKI`^}GQ9_x4XUhz%K~EcMfpnv78n#N64dtEk->Sh zNj?jk>#^USN5dDNon!W_ocxHGN7^wP@do4MO@4P4d*iD8w)N=VR1x1bE{m3$u|%i# zD;B-xyE3ge@z^qZWJEpC-*}{y_yTz zQ%Wx*ULB{?`!ja++*Iq0b?O=Ws{5azr|%9=lu%ApLT=g|BxP-6wwX&4lTheQaTt%OCJ2t|?Jn;_Za*F+ zy5^Ngmzwq4N#%rSM?B3Gn?162OHnr&wEqI4PdYa!&EIrU5}!YgX3sPBOZnzii>t=_SWq93rgPM1JCY&HvAA|= zrqN(!kalp$%?m-u1YY-F4EWCSno#{HJ>p-ptxn$ztKQr}E|4FmNK8jik{O){ifobd zj-XEQx#?IaF2KjBM+C!vn>)>2*14ijT@xn54metN!Bb_#I+1Em%NmsCPsscXw!eEV zR*e!{!64vzaG_^whzd!F~5`{;+6Gv?-; zbLwjOEKG*eJ@tpOhzGw*F*IpekIBFoSpA;|of|cF!f+JqH_+$3NJ;i7g&+Kfd@FdI zG;HvwDr)b4NIfL)a0VkgG9C=sjYe^VeFK${ZR7=jOQZ4G=r|Ua$t@9b-&425<#3wz zFI%`^)1$5p2M&mxhw|}K^Ie~wPTOQ(I z>1G84070D4S^sEp0C@O#pkVVKt-sQ^ynI}|zhGPd6!*2ZbAz}*;cPn-H;4qp%+Vb3 zi2VKw=JuM7aYIxmnI2_T%z5F=kgPfz+$exhpq&tpfb<$c%!xs@^o29?7ZGP>ym!m{ z4&6Dt_CcnIDBwN5jroW9i=RG@kWVz6Cxg3bLJPH1|8W(gHKlp65$wv zqho?z!H9~Q1c-`Kig9zB@lF$+$7RRwVWX{KNK@tA6NnKZ!sj~rGZ~+0Jw+1S_u zK1T_Fan=C6-KdAJa>-yr**yvSpFKgmB`121>JfA&L=2`RX`95}zt?I*vW`24%QX(v z3*#h(6R%sy_X50U$6Y*k3rxtz5E;e`y+kcNAqXTmyjX(?yls1#bR%%%Ny)pc#6bur z+EDijTi7WCzKwhz4Sus|>oB)@qzQ%{?wSP2!$W$0Jy@vS$@23Y%c9bbabWrfSQtNn zrG=Avab+j1F9NLsvsV|^v~vNR}B6Z(z(Q zv?j9whqX5zp)g>rJm$804>WCf4R z22vwE7~K6tuX-40nFFKjqkqP2`bdEVxV$+jf2moE7EFabB>WKipi|LCE$*+TK%3Pn zeXpe~gS>@)xbh745E&U2UgC8(tmzxmz`%#n51643bKMX9V-l0puy0;+`TEL1bpx+> z;CUaCpAsyBZMUc#y;0$v?laco5G4^QYmM3-94jAWu3DXMJ(C{j2Ok=#xiBp^z|KRh zFb~qCyKtW8S0v5@dYGr5o``(aqXpcP*r43V)d2``_m_?rR1`p$ny8UTPd8o~(99a3 z@1qBAcaC87f@d!W?2q*Rg%%kr@OA(P9uC3SfxK4ks+XDy1F0ZVC#OBREl#r;~XmeFg9k$Cg(URy6AZ;g3tMqcm=$j%A9X)U;{ zh)M_y8rC-X@sN`7kh@4fd6vqeYscq6jze?p$S~B*Ki&-XNE*TnRdOV>(~PuUXl5eY zh~kRyCe;V^CEH%uL?$C*4)%J5W!$!9xE-&$y%O|Y4b@=|3S&10Yu2?5n@VnW4>K-w zyO>d4X!2|Fqv}fSK09s)dVoLfsk5XLwJvw0LZ;FtUg_Tw4g?!~yN74NY?0O3wtDje zi9dIpX8frRJTVvrA;TRD+uWXTs=?)@(;RhL&RWIAv8vk3TrI6h>*gsEQ78O}<)BxB zD~Im>x7=DAPKw_y6u(@w1Q1r7?$v%Vq6X;a>K1C~s$bzP;fo-5nDNdhTAdAh_CGiA zKbTkoRUYs!HE-FEjTz)$4+e)|fx)!Fr{t3N1H{fXEg^3&aH-;unP^G&*pbLps ze}iyEdCXXK=~vTS&4%qAaIv~=iYNQG@2po=XMPNZJyv4iyt1=UP+616d7j&#OMDKs z_0aZQXTer5{xf_0D&f2N<|H5m)%*oQMrDaMo&2t`dF5LzN07Ws)e8<#=+@I)G%H1I zhb=<*YxOI~g$JicY?bV+tyc>8%R6q=_>|fOTnm z<;32`=^NzYFV|6wiT03#rZ+Xyc!hQzrxZkMU^Wi*E}d=P0-=b#H*0=2&20`1SQ5{g zCs%saZ`K!6qI5Uzx(^`H<;A1An_wl#DROU#HF!J^gAGgTJvY9VK8(Tk)?0}qxmNAy zxRK3`psw5lt;H*Yx!y^^-~es(b7aG1%e}4QWIBRw1Y~oOX^jmV75!%kUDDx z=WAn&BIQf{dmj2D?i!)G4h7;fVo5e40b18_g1B74BMK5}h;72O`5Ag#jL>!{cZyHn&Dq6JXaWDl|EOvWfqPYOM6 zdS2r>X=&>`*qj(d!Lb8$cDYRIQt&4P95FR=PlH}TTwWB;l43-Ul>6fn6FJPG8S|@^ zAgQJ^Nhx-5)A)V-+~fT-`F!vLJITTR{4Bb(te+$=a(>oAs_yj(#-UBVwd3L1Rrr@p zQ_Yr^sAY3DrJ>xkfQ9b+rY?CTE?0z4pFURukxgn^=qYdRJP&@(cnmx%9YRCrluJTQ zbS`CV-hw*&%kE4oE;&57Z$m`S`=??|#Z zB<(RUJ1EgLmi>=W8oi?K3>Tf!nB?+%O;+Ar^-D(VdGb{PZT0A)nT8T0kud~QqEUMq zr%CgsZJ%|Kx=fkt6f<8pG^xI~Z)Ko1ai zc8jdea{Y8lI%SA*an!WDoo}v|u1s9A1`n^-mQD1{!BNYkvJGGKjJJ@s95wOn>O9e` zqhMCFO3rAcJ;5kFWc$3032Q!cXFS#1w<^=z)ht=0QrEw2h4p z;3iVz2b2A?+u0J|YBtJ68hKL)=doPnckAUw#dWwUoY|;$%}6COx=^!PmMt-DL+B5V zcBnSfs~E!O0_Q%EI2QLXf<@T2=4vD+n1ae!m%n{byF(&a7&Hqns@b>$F%Xqp)eSDW zSmH1R#&pNU-Cid)Rxu{|Rp+FAX+@OU@)1^6K)OArgpnc6i>Vk+yPi`zx-S&4${f)o z7m+$`@BswwXMwL&@cEv2SDamLPz?ji2v{5I?noxgJ$$<7Quy`KoeGv2Qi|IYHZ@rd_Q|JF+3iF9p9+Rh6)2hm;9 zT1QdzgJ7sEpO|}*k33RCNMoAsie{ILKrqeOcdq1)`--O@7({m|&dTPhCQ_zs_#V7#!$~>^DnZIX*DMrj_?Wxr++S5)fl7u3x_2DQHh6A!Uv7K zu_x@E9odf&E$+#Pjv%eFWD~TNu~pLgcDSo0GfLM4A=$6@EeWYl$`i3+sa&e@c?#z} z17aA`xt~Rm$c&HfZpob0mXIS;y~$qFv`cVv7!-%2yed)he9<(ax)R-STeVA@X4$`{ zH;8d1G{e%UPlk*$*>zUdPJ2vL?_Da%UhW=U>(!P%*9x!Z02h|TOlf&!!{ z2e*yrx}i{+C2VPTK4pe}$(X5y@EC86m`o{35ke=k?DpYLZtbCbM2sr>9bakuKyOsmwZG22?1bG9&T zea=g!HAi8!!fGT{b3?oP`VTNe!QKT9-)H)I9s4TK)IJ)|pDtz8hWbAwb19to_11kC zE$Sx6jvz_46C6vb@wUxgQs@^jFj8KclD9hGi{&9+G-7GI=J`P^ML+BW}cm&Z%HaF3T+Tgpl0!O;DE7O8szb0b~^;NRbPDx*BguD0zctoq8kn`>6>8&+nYC! zEhp@nz?fCrjEev_8dM(I;sGyJ<pQ4+iOIxBeS0^14@O7+0jAd98?2){TMGP5(t2*^hLnrA#LWMbH z6L9%xP`LZdMBvCEWDa?6b^;aeMDXbBYn;|+Un#6PNtlbWS8i<6AJ+S(R6gmUbg46|YnzqMtaQ*L2vbzZ#AoDdI9 zEwRQAKik``8^Djg_Wf!poKp;N0j|l+^hM?KC-ddf+wBk9*D_5-?v zY<{}h$k;YKcwC*(DdDv+?%t0T`XXCxtLTEXw!D3|<7)73RX>TJNQc3v;b`1^YO68w z`W~jsFJj}3qO4Iah$yF(Z!q#+lmxl+V%^90#ond_cX4siaanZm$&bkcYvd2>Nz>Go z?NTIRn!d_nufN^`Nc=_^(JzwX2i_tU?;8Z=R)=o3)5j6w3vrXRAkaPZ$7J1mumy^D z@j*b|;?VaMM8#ySyEO9}tcM30HF3q3V^ZL9N$e=tDP_-qzWRx>mQ@RK`+Je|bB_3E zLQad#GpTQco69K-?y?Nr+YweHTIMnf=GqCXLSEG$%m@sjhWTwxaM3f7hv1NaOQN`+ zLoydxj8Pcp3BFEgc6?nhLbcFR=zVK-lRDyxNOj1;H!w{glW{lOmr)JJ7R_F3P__{| zsGD}u)j$@Eb6jt0BxL{I@yx&~UgsE@drF;L14)T<7`0$nv%-c@+vCU!Px!e9(feBQ zf__IkEqhUJjfYd(v>2zcTpo>uO_#&sO-VFQ?PbEE6L7TV0eR`0c&rpaXZ5IIYE4D0 z^7u`LuG2l*9NGAH%1yP&XhQt3ZTD6C^RR|Asj%Q@v71Z;Ojd?+^*=r@`Eoc{1)4uO zN*(q0u=x3o#+{2|CEqiuhhLH9&9RVT8>o*g^mC zJ|_(8o*i}o7r<0Vuml_*y#I9a1Ic1jx3Zv00Mq?jTF*(=uU`6;N!@|MQv>dkjBlB& z`$y2c&Q;P^^1N_s`y0N;s9S`b+{Cp-ajTsDY|LSg@Z~;QG}&o9{l<;(9YnstVTKQ; ztD6)cQ5vIe_TJ`M@?>AxJ5sH!6qhB-W)VO#_u^S^`9XFwEo4GP^K$k5ZOka3F8Vl! z*(9)@uB8U@b-3)s{CWgu_vu0Cb?~>#Yo$dF%lw{H5}B)`E@t1FgiVv?uM&6rDMP`| z1w8??afmSo7{ChXyAtNVjto*>1LBxd->u7fo}B4IUv)fHx-E3H@iCjJ&)A>|ozID# zZ~N_6`O!qUIVCGsYhAtLWXq2XYtp52q0dzaH3}k|DV10xG$~@;R}8rwlL75scP=ht z-L(9hYfWElBtH&06lf%ezI?5sdeeA;T^$%k-^_B!BKdR!K3YSPMDIYCq)|pLv-X9e z@b`yr+D}ij@F-prMlUPA(bpW6WDNUBHg@)b}i&E`5#v zx?73;+_(6fOxSKmPu~uFl^6-R8wa~qxSVr(mt+0q?G69x)VIcWA(f^^{tm%GZ$P<3 zo#+faC&^X&TIo}~0w@J7;W)C-%jqyP%BbvgpR_}Cm*6t+Q!sSwg7(%#f;(5@$j^Ii z9g#5kK*(;+^PsZ63za&)BytNU?DN)1U%sQD4R?hyD(_*!6^89WU9$+n#vZH6%GEEZ zC=;#Xq-R05Vb@CBMd8#eW9~8Ea4ge;8{B;@$9oHs=C1|3eu_@p%Dr_1*+V7B)=ik; zWu9-i_mw6dpI0x-TW1@wK8+uzPe=C?b&z&IHi9^p9ubDM-*ziyS@>ql6?4%muAI@s zsxk;6J#8(Z@0>W`HN}$M{?NBc_^gvgoLFcvUg08#O;^+~1Pk>com*C4bIou7Nar<% zw!1hr=bX$LJ%GtPI5&Fn`VQ}z-?-+Wq@u!+Weg$c`bV{9l;MGsP;-v?08?d^9p#U= z2fVv)^82|@Bely8R6b!1zP0qWZ&;$B5jxXU+tqunSxJQ7Yi2c8b3SZ#0h2?>4~Cay zEx*xiwDPM;B2afSi6azuF?qfs&ohD`@G`%^mmq>eKrH3cvYSUFtV#P6(FLm8H@dT~ z8dk)8XX7bZV4OTTw~0ozIxQ|Im$53DEN_>UX=PU7N&YO_D?5LA0mtFn!>+8>yX_Y8YNjBAa_=O)r?t~8a`dG6;_Ds;{qhfmI~%hOp03& ze3{`##XI!MN9G`l&o1xQB}9H_=Z}LdQ5g+1SYVC5e#r)?Mu;e$Y(916eDt}A%IA6*-fqX6HE%? z3`kU$u3S*599Lj`sBD6EC0JDhOc;jlFYRW9=}B)G2amPRJnH*OrnZ}NUd-?M@~v&{ zU?^ReepaVtuvx44QDtf0p3neSQ|2X^r`KsKASULtyNr4Y16vRXDd=cu{o=C35sF7h zTO$nd5F@qG?TtE<;p0bv7mvF>t#7|~b)8ve(PJU`*pElo`$49*lMDs2eU`io9YVa=2$iltYEXXf*CBb{$K%uA9e zk>;HnDoMxDl+oLk$lYZb40nb&b?FGKr}@d`KzbjOn~~R>yLV1J&(Ak+E^zP#F7WCy zNF6u)Q6<1;($4vZ7QSe9Zt+!%&Egl&k1ON1pNS;9FC1F#DR`WniCrN&K)9ctrzhif z6{**;cNvB&^Hk`{YU}VB>K+)j(nrYy+z+HBy=A77`;eTL5$ww;*18d`-UEx*6NN-9 zpDi5~v&Ywnm94RqK(UGj(Y2DP|`xr6|C=0CtmJo3JZTLmOY7(Jsvum+sYI< zyYz^(H_Wu&im7VNwQ}FOG&YT7kNWZ{0q`P;XH5!!fU}A0{IgYH2jKOp<&$9J7sBlf zoNg@vwHxlydcH~wEs-t)18kgdzQZJvy_?smy%i~rewU=B#Us9fgV^HQ-%E2cTEskw z+Nu@_Sq{8R%XnfV_3)Uqm>Cci!W&A|Xp|{8j@(G{dmEqXBxp1k4hYNj#}sMWZO25Vv<|nJ6cU z3u7R#%byDqpDh~L()q^Rep6~hO}>EmG}u{Wv{ABuE#&@W%HtS5C&d%bn0WgNhwfJi#O|A zCKx%9R86DqkJT4lOWd=zDo|-yD<-Nk8b01`L5Mqkr)9J!;ZZeT7<~|j368zR=W%3d z(fD8;F)YbVSSrp#n^_sMRFlO9eQ7--P$A{LfePzDAnip9GvZ-Io~Y=^Gr9)hpA+w? z^M$z;LbV`n-;D4AZxwUHWZ9?Ss-0iD+m&bbrs0}87Ac(r4U+qYa3mvxWetCp`7nna z9}2S2#Jr;_cBr9jeYY@X?56y)jt8T%>TZ8|WdwL%?O$?d-sG9LbE=iqcv9~FPOyiB z+tSGgI5%ciam4zJ;8Sy$!)s3>4m67sg%ixD66#GBDCkfLv(ke}^LAQ#h|+vSDvhRd zMVwRZ#rVOxm3ckZZn}93UCVYW+ZJHACZ=Swe#M~%q&oSINYUZOJk)xis8y!DdYmJV z8LDElpg1A4ufUvkU_IJ1;qaQ8rTu~|0}os1tt``0@5=QwuMdAYMN?Z+2GXs>F>Ha` z?4}g2!$MPfy1b70Vrp>BM`~rAJ!UfpJPJ$O)%?f6W+iEu<~^0YcA6%qw@zHvAIg{&?Y1jdn*&PD4@+nInz*a?L=8j zm}ks*$vCJ)IRMibN#edzq_2rLT`^r zmSkD;t(;okS&VBz{?@aXYNW{bDzm&`ucwkcWb>4ptj|v$KZ#y#JoYEdtLqexyAn!b9vpWyZg8wqA8lmTPns8(dG?mAi&^Q*oa(ZvW{nzSjx?-pCOXRCnN z(MTq6MAD7;EV$}AjTE0)&);l6-RZDSZsOf--EhSdc!5XSm!ZCwpP9VZbFuPfl)&7L zp`2QLbt!wpcf2lwQM}fJR661LGcr4C@4QVqvg3+{Sv2`eU5LY`C9br@=Sn96leILy zt(T0aT0$S3N%dZOrqdHp_#+W~298xMg z6<~C;IV>Q3CU+7Y5;AVnYWDJ*0@UB_`VPOxyKQ*P(NH2y%T43$ySS0k*AieRza zKKk63`A(p}jtC074}n9SbIt9iF}oK=HZErF;~OnWL;^^?BZf+js$~2ZW^hd3uBCA) zoQv1fTU&3vi4Pl+*q2oOTJH`!4%+>4mEvREds&$8I7{i9dCF+;nXTvRP!cWWmJ2^7 z1V%3M%Mtcnvco@kz{#&_e=Yx&&Jn6lblBE)s2v(CQCggf)6@%CQ@}55r zLj)p=)l)c5Vim8D-C8IZFr1PICHSpgVh06eMge$`5tyF7*meuE?el@NRF&*0{p2EP z>**whH9qX|#k$jB{>@~?O#eD!7u_4ilvb}($p$=CRpqSWS9uT4oY`Y~Yg#{nA|`lq~ejEyJ*z zu`R`<;QGlIL0iZP^HWDr!s!kuc?XkELJTkrGdGk5THH@(h`b9xtkdutAFWeS5uBUg z;+b<%6g|St!-iInvZR=0<5e>|wc0_A?VWj;jXGNto>PDOF@_wMJV!iM!aW^= zuMj}gAFe6g=Ca*XBnsIK1H9!lKx(glc3W&gPGF-3bA_K1OtHe#3wpWV|ag(o?cmuTv)5%lS^RKMlQaU|mnW`?b{RI@lN6AJmnmWh;|K&r*t8xzg6**^%J02&{GM~4)%>K4h-kfK z)F3H9&}HhC4dsf}Eg_nqwY2L!(3nY@UL@VuD=~7g#<*q75GXOKUu}QegYeD~aH*hV zRUS8iwKL2VOB*b{FWdZb(`STA;zb2+066O1yAHYGGV^jNY8K`cUR}cgGBMHVA!9sW)Nk(w>2{l4OvgwHu@Uu zmc{nt0bYs7nE!u(jX3@S-TXJ$NK;i=OGfMwHd6oJU?UKeHR9w1aB=cL1qr$TB5DYH zR3!Y5sNrMt-=c;b9321eqK1#45yaWu#O_a>LHobbMZaL8ztTlO(Ek`HlxT7{b^E2} z_!vFZD=`yS$fJi_Wl#iqZTLBmO;YNj781O#Knyf0DL^J3Se-8UX>LH zZU1qhKiV9O0FGbhp>->7ZEx-N+u%Q~{x;!X>k3-Y&@sP!_-j;90`EUg{juKSCQuDe zM@tm8U*Q3O|Ei`xJm&l(Ex*nwK>0N`4OfVgyPF+UJQJD;B`1i3sF|C!qXXbq_t93&aGfSjr%8q7Kmpcv`zz0ia@?5EmDS z1;7ca{|QYFBb%~|qq(~o#D&4h+yZLG0%QfTvjTY;+2kPJo{lc&t_;u{?$?!|u1G*( zI{i9QB(D{EH(^i#oF?$Mt=+yZd0^09J*`1k+}e>%wcmyCEpLqcH(aPpwA z|N8)Nb8$hJ!~*c|J|J{~9uI)SpM9J_PH1KP*2f98_`MIr4dobrv*Y1|F5qu{d_4ac z3j%UN*X!?gP~7pKeOw&>9LvKCEt$WMWoPGx7R2BCK-~Yd1MzVFHWtVOJ^mRl_wPA? z+VMT!F@K!{$ivId1-)y2>w^l_{=JW#ormxDJ|HJ27w{iGLqq##4tRNgpO+Jws^9Vg zy&m`D#{4&5I63*)f4d%#6U6?H96&F}{hQA~E^c1XZ?ysB;^F*94!C(a9)H06ZC>b5 z?%#dp;o;)^tzMw{(uc8 diff --git a/Development/memos/TwoPageLOIforEcon-ARK.tex b/Development/memos/TwoPageLOIforEcon-ARK.tex deleted file mode 100644 index 7000129..0000000 --- a/Development/memos/TwoPageLOIforEcon-ARK.tex +++ /dev/null @@ -1,87 +0,0 @@ - - \documentclass[11pt,pdftex,letterpaper]{article} - \usepackage{setspace} - \usepackage[dvips,]{graphicx} %draft option suppresses graphics dvi display -% \usepackage{lscape} -% \usepackage{latexsym} -% \usepackage{endnotes} -% \usepackage{epsfig} -% \singlespace - \setlength{\textwidth}{6.5in} - \setlength{\textheight}{9in} - \addtolength{\topmargin}{-\topmargin} - \setlength{\oddsidemargin}{0in} - \setlength{\evensidemargin}{0in} - \addtolength{\headsep}{-\headsep} - \addtolength{\topskip}{-\topskip} - \addtolength{\headheight}{-\headheight} - \setcounter{secnumdepth}{2} -% \renewcommand{\thesection}{\arabic{section}} - % \renewcommand{\footnote}{\endnote} - \newtheorem{proposition}{Proposition} - \newtheorem{definition}{Definition} - \newtheorem{lemma}{lemma} - \newtheorem{corollary}{Corollary} - \newtheorem{assumption}{Assumption} - \newcommand{\Prob}{\operatorname{Prob}} - \clubpenalty 5000 - \widowpenalty 5000 - \renewcommand{\baselinestretch}{1.1} - \usepackage{amsmath} - \usepackage{amsthm} - \usepackage{amsfonts} - \usepackage{amssymb} - \usepackage{bbm} - \usepackage{hyperref} - \newcommand{\N}{\mathbb{N}} - \newcommand{\R}{\mathbb{R}} - \newcommand{\E}{\mathbb{E}} - \newcommand{\der}[2]{\frac{\text{d}#1}{\text{d}#2}} - \newcommand{\pd}[2]{\frac{\partial#1}{\partial#2}} - \setlength{\parindent}{0pt} - \setlength{\parskip}{0.9em} - -\begin{document} - -\begin{singlespace} - Prof Christopher D.\ Carroll \\ - Wyman Park Building 590 \\ - Johns Hopkins University \\ - Baltimore, MD 21211 - - \vspace{0.2cm} - - February X, 2024 - -\end{singlespace} - -\vspace{0.3cm} - -[Human]: - -In 2017, the newly founded \href{http://www.econ-ark.org}{Econ-ARK} project received a generous grant from the \href{https://sloan.org}{Alfred P.\ Sloan Foundation} to develop the \href{https://github.com/econ-ark/HARK}{HARK toolkit}, a software package for solving, simulating, and estimating heterogeneous agents models in economics (either heterogeneous agent macro or structural micro). With \href{https://numfocus.org/}{NumFocus} as our fiscal sponsor, we have since received additional funding from other sources (including the \href{https://inomics.com/institution/think-forward-initiative-1258337}{Think Forward Initiative} and \href{https://www.troweprice.com/en}{T.\ Rowe Price} as a ``no strings attached'' corporate sponsor) to continue the work and expand the range of models offered in the HARK package, allowing us to largely achieve our original set of goals. With this experience underneath our belt, we now see that our next steps involve developing a \textit{language} for expressing dynamic structural models that can specify computational methods, describe simulation procedures, and generate model output. I am writing to you to ask whether [organization] might be interested in funding this endeavor. - -To fix ideas, a structural model would be formalized as a model file: a set of statements characterizing its components, like how a budget constraint might be captured with a simple equation saying that assets are whatever is left of the consumer's money after consumption: \texttt{a=m-c} (of course much more sophisticated mathematical propositions would also be accommodated). The language (or perhaps a better term would be schema) will provide a common format for describing dynamic structural models convey model content in a human- and machine-readable way, but is independent of the code to actually solve and implement the model. As we develop the schema, we would simultaneously develop a software platform to parse the model file into the implied code. - -The \href{https://www.dynare.org/}{Dynare} package provides a prototype example of the \textit{kind} of thing we have in mind, but limitations in its syntax and specification mean that it cannot be used or extended for the kinds of models that are now \textit{de rigeur} in both micro and macro modeling. When explaining our work on HARK, we have found that other economists often interpret it through the lens of Dynare, with the hope that we have already built ``Dynare for heterogeneous agents.'' This has left us no doubt that there is a large demand for exactly such a tool. With our prior experience implementing HARK, and given recent advances in other software tools, we are now prepared to design and create it. - -Prior to beginning work on the new platform, we conducted a thorough search of \textit{other} academic fields, investigating whether a general dynamic modeling schema has already been developed. Having explored all the nooks and crannies of the internet, we are confident that there is no comparable or related project that could be adapted or expanded for our purposes. We found that the universe of modeling- and optimization-adjacent software is both diverse and diffuse: We found many of the building blocks necessary to accomplish our goal, but no schemes for putting the building blocks together into anything like what we need. The lack of a common platform for representing dynamic models is akin to the lack of cohesion among the various artificial intelligence (AI) and deep learning toolkits that have recently been developed. Translated into that context, the AI equivalent would be a language that described the AI problem to be solved in a platform-independent way, allowing a user then to solve exactly the same model with each of the competing AI tools. (The problem is even more ambitious in that context than in ours, but what we accomplish might be a good stepping stone toward a platform-independent AI tool.) - -This work will also significantly improve the transparency and replicability of structural economics research. Behind closed doors, everyone who works on these kinds of models admits (and laments) what they know to be true: Everyone's results depend on a host of ancillary assumptions -- how many gridpoints to use, how many agents to simulate, etc. While it is now expected that researchers will publicly archive their code, for many projects the code might as well be written in Klingon (so far as accessibility and transparency and replicability are concerned). Even worse, there is no direct relationship between the model as expressed \textit{on paper} and the problem as solved \textit{in code}-- the academic refereeing system focuses deeply on the economics of the abstract math, and relies on trust with respect to the numerics. Indeed, there are famous examples of papers that have been published based on their strong economic content, but whose quantitative (and sometimes qualitative) results were later discovered to be based on errant code. - - -Our proposed modeling language aims to rectify these systemic issues with the workflow of economic research. If a model specification file is used to generate a numeric solution and model output, a reader or evaluator can be confident that the model presented on paper matches its execution in code. Furthermore, our language will include a format for specifying the methods used to solve the model numerically, transparently conveying this information alongside the ``pure'' mathematical content of the model. The software platform can thus act as a vehicle for evaluating the performance of a numeric solution to a theoretical model. - -Our proposed platform will accelerate the development of models on the frontier of economic research, allow for the verifiability of numeric output from such models, and improve communication and collaboration among researchers. In addition to academic work, the platform would be of significant use both to governments (including central banks and financial regulators) in conducting prospective analyses of potential policy actions, and to private financial institutions who wish to make decisions or provide advice that is informed by a structural model (e.g.\ a model of optimal retirement savings). In developing the language and the software platform, we will seek out input from a variety stakeholders to ensure that their modeling needs are met. - -Thank you very much for your time and consideration in this matter, and I look forward to further discussion with you. - -\vspace{0.5cm} - -{\parskip=2pt Sincerely, - - \includegraphics[scale=0.7]{CDCsignature.jpg} - -Christopher D.\ Carroll, Professor of Economics, Johns Hopkins University} - -\end{document} diff --git a/Development/memos/TwoPageLOIforEcon-ARK_Sloan.pdf b/Development/memos/TwoPageLOIforEcon-ARK_Sloan.pdf deleted file mode 100644 index 2ef71a20abc0c0204fed51351818086cf3f4cd85..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 180914 zcmeFZcT`hvxF#C9)XV3f)qg^#R3Adw?f#$PPp6OIqTfBX3m;3v+mqE|4dd^mc-58-}jd1ectE& z)O_a_51X~Nj!Ne5KC}%gtzB!n#*}m@N(qNk!fp>c9v&BAYQM&QgXupnC9Fr}vAD2P zrdW?-2jjxFgdHXw2~)!3m15&gg&mAhA`is}1u?!n)1c0=mM)cgEdNZ$cz0QtDH<=7 zQPUk!gw?+%nN>F2yxf|TQ((L}|G|CRt(R!~<(X||duRLJ6A4t&!1V85%X|c@ANJ5Y zI^Aw=yc(%nwtXXR9eOci1pV{W`fq1U5@QV~*Vip{sceVVwX-tV@437o(TO*^gQSDz z#LHYfS-ANGr{|-&4g`1sETMnl-}rX2Xmu!DJFsJ}aq!&jyY%qFnb~8*?V>;vt4Ci> zZ11dobGIY^;85UH*c#PX4&nBm74$#voH<|S=&>ese=d0>7F$ltzc7Qp92dWY3C|a* zzUE{|K5}sj;H7Jq^*vm`?9;kXaBc3?rvoG4Y7V7S`AFpT2h`00ZHg~%TEKVd27wK0 zX|p?^-0f#XI7ZcE>!jhyZ||qKULFgz{rLb`di{ol{f(2qPStUBX4VABBy2l*bUtkT zrHoGNyuj!BSNHmD(b}qKFxpo^pw3Qoe`-MgJaJ)~wtZvbTDz&Jv-Zz}&gwbM{R&;b zE&`veqE;ciPP@I?J@@dg!+YDy8#>PuxafnlFR5SmFQ`oOn46MbXXLOi{cQ4k`pan6 z108qev9+0tV&6=c%l>=P8w9(4H>o^m7@dhojjkV0-$&_jnBVLXNAE4PeyHKMF26_d zU|naHFV|b&B3ldBObP!{V0%d38@>$OO1lR4Yf-(Bsysyh<+>$`%;*y_0^7X;`EbY^0WkFWVLYdcgPylu6gCviP=hoS4+HA_hC=% z`x1SO+dA^9ls&qy(yr&N&8_{n_ul$eB&Bj5J7o7+xWa1930eCzr+~clKK{qc_OI?5 zZk;PmlV4Rl6&>~MiC>I0hs4$H>fZLwLte_18k$0W^mP5I1D-?U*p{cwf09i@*S}u= z=jNRGDuJ$#Tm6nanR)X;CzT9WnU6B+>Yh&?8eEolN!z8HRD1k;n2EQAt9Gr}UQw>F zHfztrF9phYwAoyfz<6gFN{%|o-*R4vdGT60`;xjLV=avqzp^z?r*omXzwq2uEOp2G z>Bx$+9rsRdeg_D9@9E$5`Mn`G%IV2ey{qrjPb;rdxAeVSLXgsAIsJqW|Ab6BHtwnT zt|4_s6%#&~s&lcKvTon*)gQ@5&RZuV8IIq2LpaR^u@36gkS>EmZ7_5s{< z7+$g=#tpCAaO8KBUVk{*V&~z58!tr|JqmD`-30#Qr%nU zmCIh?M}JwLBW6oHb)5#w!rW~%3@nxrp>y%|#)n(`q+68qDV4q1`%pe+-Lk9B#;rR> zS)&p~l0UKP&D(~b`+ZM5bAS12$9K7}8CkY;?H`vc*V!#cd)q8eTJgqmS&|`#@o7uE zdQ#nKzr|xh+_K>K+{)~(dhb4SsYqZ2MlCyyOc z8Fpa3_<3xK;qqqI0S%}f8QAbRVfC|J!Q)GDFBNZ#>2>YO=TGd}{4#@i!eQ)TO$pa^ zt+W4dr8U5-mU^E`J=X5Oy2OZ^nZ19x^07NUgK62lv&2lBUDR$hH<8Jxkdu1EllzCnrkH5G;)Y!AernrB8(AzvR?zd@Dt^=*`+qVq5F#hbN+@mYhhvqL|PV_s> z8%R)JwGlhB^k;x~uFahkwFkYgUEk2Y$5d3;3tzh4*)pJ5D!c87Ajib@%96b$O81W3 zfTWjLzS{_>(}xr%6K>wvT%pJo1VI(C;TN$-YSfO*tyU&l1g|{t8GKB%OM7@k_0SnP zRNNz6#yBUw<1BjemxJwV)aj+qA(=jusQBP|{~+D))uTf=v$iX5lGcAd@Z53pU6t{t z+C;chvt8E#*`ELJWaJAD=`DZdHYnr*M&NsJL z^$jO+N4=G^-}&X!^T!Pe)OI=0T0dD_anZc<{-n2x*0qwL8-FP8^vy5)a8Ph|XggGJ zew~q*kRWY(OjPVL`^jRWaC5%llFuoLhxTvN!&aBDqK`a$D;30R)!urbG&fMwYgvjB zOX>2`vY!*D>p%Y5Zn2_4r(-MB2QQN;aQTc$&2qgt**}i5dgkOg%@~U?K)+HnG*;11 zRJwTKz}f2W$Dc+>J@^__^tJoO9!-@1e89c@mt7ZrLS++|yf>5fx0zgH7@eH^Ibs)j zotp9lSZ=rb4K9;yaK=>DtM6vm?m^>ktg$Dp&iM*6@t_ZDsK zLdR1EN?RK{e|c*w%C5b!ds5c;QvFDB%E+CI(lW!^aw|?=JYw|j>IPGl+(Wlk#BHjw zs+p^M8J{~RznEEP3G4Uo3zC!@jjyow6s>#u%Gv*-I6N*Oi+HY5_SeJSRr9*X67QUD z4)RP7>R2T>ps_Td)XvUbd5&k%;of)-$X#;`AGw?O^G=AVePJ{bblt zE#6bghC-|12a?vri!Me>DjlMtY&5VraUR~@8J5*1wCK;VuVjamd2Zn*b(@mbF7r3N z={k9N%C^ut{`{3KE9tVXQ+sDDth)AmWfZSyZ@SpcIvr~5)AQV!zV!TlpPTNN))>4M zO0d5-biDf2vSRC?>uZ~ShkCJDAmvFZtxP};G;X; zk=73PE{d$bguXU&*R(7-W~HykMt=j9fcKldruig)9q{MFyh9@K$#Bg(bc8a`?)T%k0Zdzv@-Eji|B-z$uM zF#r0sE&Tk4v5gbx{wGpq^qKGcJ5y`|i0{kDbkj%O{Sc6yorw zZm9G(CE9s>Q4L`1KBLt8dvIOpm!S<$Z=QBa#1P*t*C>}Nr5<2eFAdQ=>Jng<+VJcX z&ob3xn$}@zS)=spp!L<8P0>B*lV10BanH)VnyCEX#R=Aab@%i0ucoRyRkSHucVj}` z>DR&A3maU0&z^hm^n%F>&dSz<+=MmdU&`F&`eW~$*iF5BNbO@*KX0$rE$^i$RpP{roC{wz#tz&~<$>;31< zHEOJQvZ13}qVTETW{pzV@gx7r^pQXP?Go(l|NC~qZoPy3|7^RE9poL0v5xLtX=3x6c`yw@8Q>nlrTcu_iwe`b_dcy^ZG+ifnLE&on+Mi~8O zp`&4%`eq{J>>vi+5jRI3>ibx+qbl*TPD97>Io68(yPwlu{x%3UF!Zs@{`Nbuf5p(5 zqCu@H6_G?r-uZJr2sb%6o^FX#J-TMmuXzx3jpsZHU_8&Vo}OCuDLnpHvcp#g|LpIt ze5;?R>RBX^%rAwU_|m(q%aXMix484_nO~iWxt8;iQ3hd3t$|*Ra(A!FEr{3^yItN< z(9im07L%jkw{(eb?zqdlv{$|xqd(r2?Jf-R_$(cJi_E%ht!4eY>{$)B#!0fg(>F)q zZNTjGrq^y#F0w(M7H5LRcNL~?o_LzGp~8R3%Fc@()+hX$Bk#XjZm-F{Qn%8zsp{gY zoFEnA#jk~TN1~s<)C}v%4|hIgLOWQ6npZBo{Y_LFU#pOP%i&Dc)0qsXFg53W`|{*xjq7Mrdr&?KKa1WPMmZ)&6wGaNT*)-fE9ooKH^B+=~qp zl`m@ET+xB!R-$Q=C5!&m<2Zu^srfOh+_UAMUM9$F>^H9zS1E>i32M)r@*}%3gdWzt*~!?-k*J`QgBo>5_$%8e9xCR8Hoj9*58GxpMIY>P*U?V=&+AvbT^@EFP!B;H?#PxX@edqJWva;x$lH(klof6#N$XoNa#Q&in|)$# z7@6Qi@zI{j@`75Q*W9G1-9=JvTh6eWMc}92+u3&%44;_n3w~K()bM-y66(0A-?)zN zr<_|KLu~^Lww(S#duLwktGv5k*=ldNo~JLazIC_$&d*J?Dk%}GR&V=Q=33F0J9TVq z)$z`C3$M$=-zm4KrG}b53Fn<(nhG>1x;ywN!2Tb1><{Ftf=45 zoHvqZU$W%=c>3s`h(r{lllFH^#m07$$r@Z_03d!JCL=+qUr3qFtWIHg7o2!_UO*n|e`~j`p%hxzL{f?y1R; zlFj-ZrT1E^9d~)XJDwHT<0|t)t%9>1{od2#TOKf$u65YmeVMIo_?AO!vQ*7oWWZY# zbD8F|ExwXN727o|Rgdk8RVO`NLVUVMmX9}9r!>zrJ#S1yyU6I`Dk@EHjIy`Js;9|T z9(E|V^U;Rs=C|K8G+%PBVf|RXL+Br(EW2*z!vsITfOHOD<>S|b`yAe3SD_zM?Cxj1 zt!Lb3>#3IkeUF=_;~LTK*QPq}ernlqp0&Ho*=LjVxgAX2Er;;nv4ud4*Qw+qM;dHo zHKZa#s^ydIo zsHUZvFZ5Dg>hC)tjBV1`VMRP86kNL0;G1&VblHvAkiJ(PC;iIZ4nA@=So3!0C$DBj zg%lFL<(sx$mJVnIzF}`>Af! z6{mfhxay^p;@fLG4W9{ZPN1E&%T|0S&N=hyxeOSclZh8w`5` zPQTj;92?bq{GRmyyOZ>)==|$JX2G3x+wFIpxC2fp*>A9cF4-j%vg{IaT>Ct3mmWD- zGm8Th2hjY+8mw(^6(<4lLrB$u=t7)t#3g>%iXI;q~UR~P; zovtd?Z!@od%Pn12AkN`!oKZo^*w}xpu8L^dqUoS?qH6!CnAbN8xK5I?b>ekMMo_TWGoAibr-XX0E`eUkPirdlo z+Gxq6AK7b8Nco?a*6`n+y))Y1HH{SE>9`3yuX((!{ZP_t|(d&gbfh$W-u>t4p`ES=j)k&_mNMvP(Wvpb}sZ=JLX zeRD$gXJvBL9}T9o1^s07lbn+~+P;!cMg%+vGWwyv)$s{=*f%TEpwYyr&EQ&#?j_lk zj<1aNHlKgRyS$QDy4BQR|Cg0G|3U4vSFe@UDp0HHE#vCzV_R}F%S%moCK0Pn#3ikd zeU+-UvfoBd&tf&O>ePG97jM-Y@8#$R?Xf+lp)#lL(>T86dQhovWaxg&l0|h5hb$gW zJwV~UD3cFCZbRr@vRWqzwWW8Z*J zi+}wJn-4$R`5YCYD>Zif^1-jmG&}F!cy2k`P+WX=UvEbv<%;?nzuA6H68jfv)mUJX z!D;D~uiORSJJ+ws@;zDgBq zrXD)I=}vo~^;uzaP2mSfZjgD_-H#^E@SXssAbSFMCr7XOtP&tQ~aUT+##k`-No=I(gg+mKDub-F; zzoeUpTXj4u&$?aL{IPEKO?NjmiLuJuTaNnl=XBR5MfB+_iEn;%%@?d(Gr0G>m$aGQ zqhe*L&PW44%1t1abZvz%^=Mn#=Y-DR>lVE~5&t#i>JQsBfEUJB#UO z_;_Xn*Y9TSdRtrQlymdO2-Yv`yw^c$Prg%kuej*j3z|HnC>MGmzUjmqAGDRL;M%qk zCwd%4!}}_Xe^MKU2e#y)FZUSe6j5(Z<*x@mcP#rXJ}@njqMfW%;GNrh{T%0ykXJeM z{aRDjH1;iYfCU?BM*QX$?pX}o@Im3}po<0k`D3nVq&~j#rX@z;mi9z^1Y2zMhB!I< zvGpw>k7(q>BmMyH*-^9~{Wjhmx$t;P57kMc4Z5~@aP*PG-(tD-%qEL$xl%X3k6o?BuVtVL|sq5jx@&2Tvai(shQzvW} zhf!{SFa7`YT5LioFOhmK_e4rc1GU(S!k|!6a{qEi)W5!@q-A8~1pX1S8}gjyPkLB=B>NM_wGL^DSi0pX;pR2v)bo%^)1}iw)T#fuU_}`e(38T z82mWI7YM(6{q}uq{0I2!_spzl4*D~{ID}dvC51u}P!h??yBYuY{eLa+A6bC2p1`|9 z1OjM-_7cTBeozf#s8-0L!yAOrEc7b@T7jYn-1Ie|BtogO^9fl$8*wB0(81z2L+m{M zB1$((A`N0vs!8c18}piJ@{b!MnbCl^urq(kCl+EG@@ zJaO_*IA1J3yn`)fQOtxs=Y-fac=tQ+GlImUbKa0WxWFw`1c-EAU40672z~KDKki)V zXV)Tcp|M-r^;6_ZoHCEoj)5{>Q>i+32g>HFgXVs{#isRNG+n8cN3zg zq1ANc(F-=z51eWRx?~;25c-HLJ3Dw?Ls2wAj;c(?_yHruJX-Py4&vM)SGAm7M75x$ z;Prh1P&Syu%_ORR8YW+vXl3iv0jzY&b_V~lz?IL^gh*n&|Hz*IrxVQzN?AlD*CP8J zSwt!0HEAuM#QBRT-YvYzA}X~OjP_YXU0^n0fWi9D19V%7EQD!2y@&#`hLMd%16Zz! zZ#sv6mrz9=5O!g_Kuo3?KxpZtErr5cMx5R~=0q?q)Q=9%a(I~@0CTEn5hW)Fbqcx; zb4T>WC5xz-=^^wkKwO)Ni+>a`E!i=``1h;j{}3 zZyBWr_c7YhLmN1ijR}Vz?1$DRx_Kmj=V6m+{B?lMvljxa8tna^x*U#1w!8VqT+13V zosX|Q7cYoW=F)nnTSg&=MU-U8HDD3dbW867C1_y-WfLS6sG2SKF1QKu+OR`r!i$%M z9PLET-Vcs0#Hr5&UP-nD4cpa9TA#jn2K>Cah+5LkWvTtC$6qe#e!Pf^hLS@9Lp~r+ zBn%ge2!Q3J6%u>uZVOh_mo!zXDS4qKR7#A5=;0TEyprbicw96_36~%+J}hA01h9gi z*MNO3gzED0pLD@!s!4bzB@xSI(TPi^DO)5iP;7Atof5(#3-^P^>7``O&P7xp=VM?i zu{t4>7LG}lScqA8V+sM`20y3mY{nIAhOitiWJL*1e~;!<2V zVsI9B5vBAe_-J-<S*kin^9F@1YS7IwU! ziNWj`phOCN5?VND*hQ=~w8%viw3?K`Hl-{FY*_+yGUkc4#1xn; zR1-6cQn(`aYKX3o6PROA31pUM&hNm1MpstU+;!^e=g`*s(4z(3K+-Hmjj~bK znUsx71Vq@ZP|F!Kw5$U*Ob7EMO0^|E3$8E`Oh_YyqX#)2pj=_zJ?O^(S3PP}ofDDm zxdq%)z-YxNQ?#r4D<)^MmAUh3m%{}_wI3Yg+0QO*BRatM*4AEl)g7{o;6X8eG~+Ch zJ3X@?zO;xsw21ncB2tDN!vGnPC*+DCS_($#80^X-KP93g2H2(p@y5|@q2`6F;u%`x zs&@R^ew?R}WI#?n7ad~1UOo zG}wZpN*zV=ta&sH@l9rX01c?5$cR{KkwaH8z%3|{CYqwpC&HE~P1i@2@do=SHUI-g zQs-g-@*LPufyXWdd~SD3A>$#)%CjI{giN zg7Sok;({J*=FFtWd4IM`TsQpgzZ{ya1ZZew0<5jf(}T6JA|e<#wQs@0SD?(2g<@Mx z)PTY~-n7hCUY*2(vKb7_#<@lo4?^L5qlj|5IKti|J?$40b(gp@|h;>ZyrfOP@3;&(X@djfM8Dfav+lc8>}cN9WVr0(gn zp$ImdK3#u0uOxVQ@8Ga&jI1Bl)m=xj39%4ia9DIf{FJ~Gpoh9euFoL4m<2M0j42xE z(cMH{1KmfGX9!6s&v%W+W#hM)t=J1}qk)*ikd1(mWe|>_4;{gD0l-X(>oyo0Rjr{V z;k5xvI$|0VD7@pBq|?A7A55b?9+;d3gl$9xyc7iuxeHn8Bc{+tAt{xnATgk<2N~@o zUE8~btD!mpO9sNa1088pOY%)ehB~<_kf=_c3+$Q3?Ri}BP{7jsVO9ELVEIC;LD$PX zzdDi9e|0dkO%b1DNJfbA99};2DWQ!q#1gKn;X^i!dVF!f0H2i<&s6W`cXRQU7cO=0gD);;%%I_hJht550UPLWL zNJOT9r4zh};%=fH87EXNqC|h(wFAE^z&hQc5ik(eVn`JG7PeDAhROj1x@0*t%tzB< zy%^rK5>(~)A#PNuTfjYiJtya3*^fdDP{7n0(>1^D&7`eH2 zV!AVn0r@XWV4J`j!CL4S zOoax(If;_;!hXtTs8482XvJtQq9O=Gc|zHtYs{2J{b-@Dev~skqcOI8cuXP(AtvVz zJt!0U8itT*-0Qv2IXQY~2q+-!6>o+#RMu3eDW+4EsV{>u?Tks^ zY>qCn6SORhFz04pwTbyQcBNqSV@H!j6RM1kt$^Kost=11Hj6AyqDO+QqDPmE7jC#d zGSJ3$0dVtk$#G(mKeSa4Qa0}`Rg8OULZ z5>4hLS|nqrxRs{Nc7)v<7j~OiB8Wzk=#c2}GT<4e>IYRN&lBXpwrKm!;Kmoz2&!sC z1`@{3xNH0USH5-rASo^9kD$*DiUIPuQ}R+`CVoi8juo1M_uoiNpFlA{CO_|Dz_}1l z0kfT`F;-|c&}fCAptiBo?jD>RU(|!M6c9DZRUOV#n#=!ePNr{l4hw!`l@AD?K<`+m? zM_NQB5qS9+WgKQ<3-tp{O@e`nB}%IhHsb9_guJb1RS&mvfG*@=N&If*u~FcD8_=WA%XWSV#12v&-+wx4pC z{}LA&21Ga0)NnQe!~8O)nsvzx_5XC6{@;{vC`I%O*ZQ>+leH54Jj>q9a8X=8GCM?L2POn4MEUO}GQ|Gpgd#21_cmD>x~f!o*h*W%3@ z(`Ym%5RHM=g+lD4UI{r*BoaUR3Mz2Bb4D?2^e1>NfSnwU50}d+20D2I>F^#NGfl71 z6dF*S&5xQVwxj=QN5Jj*KyK#NnL3FU6tL0F7rIo>Xl3d|6)u4s#X0{(S{4BaWeu~0 z)3DaCL~&fm%)wM$yvAQ3q}}RHBk=dTgS7TgL$D+Zr?-G>u7DH-YMf$tM?dVyn?~xQ z`c#dtI+@vy&;>>lA*B=4?R144!@)UWU`wK>P$5l$+dxns3!VlP7E$sglIHq^DF$LP z4YNpG;&mm62w=YR+ymbHi99dbV=3j|E+L$W)anf&BQ3<706m4(0!04 zAR@?`f>4}B>|cCWbZSMg#}4?8d@D^(SRn1~gHrv;?*M>4YJRD&zIl(#B4Y>qL6#W+LXf5u1W{SidN?HhqeR>G|qhmWGiPEr> z#buys2RNEUDJO92X&F=m{qcH$qy&jCfkK-3t>G=ueL&Acd?zj*_;$GrdfL0aZ?Xbs z7A=_mt{}=o*4l?4A~p>(G!!^lw_r!@UPM(T&}W(SIf=34BPb~oj1E}|n5l3==^~1> zkJi!#1g3KY-Tx}e0J8&hoSBfB%v7%?H+mL@{xGp%wiROfk>*vam#`jhhLqo4A`nb4 zA(!zPS#j8*eTXd-YiM+g!Z3fMn8{^aps9rctTt88ogXNKM`WfD-8wA|d%UAAgDiJL z&4P1Gr7;cLT0RR+_HSWJ_1*>L89+)iN6mqeM$mjrIsA@-^h_yF2)t*A+K^C0ZfIjx zlaQz6;4wXf>P1vFUKidaE|4gUo5+Hm!!wC)+iN7BKj4+fX1qmI>o9H7dw7_n5y=Fy zV0U0T|8b-N#h_cnp?~d*v+)%x5O|q1AlNsB2m}#Qh#I)VNL*7*Axkh9$tZ^yL!oDL zVt5dKs2ZkY;);{EU0q3UERn0a51~MA01T0l@zGpwq zjj^c8HCu#K?s}2fFAenkDtxU!0GY3 zbtrydARVVCpc(IlS3p}23t3u_n-^Hyjy8-mQ6I2@6?j&Orw05$i{j`NYhKA!>*ZY^ z6?P)`+K+%^1@-+X5WpI8o)8k-8(5G#6$1q>5H~|IfWqd!pEVe1iW*>193SJ@&Mf)l z6H`KK*#pY75kC$E6oKA?>qYk?hdLOJ*)H2_YI<>2NK7Jf5Y+^-od1mY3n}`%3v3;t z667sW%3BDd*n_f?b<9@X`MJrhK$So@wImn{^ajc+3hw?GF&49I9fD>JyNDs6{EM;? zVlyC*)g22p>TR?vA)mr9*t$=_``y`iMc5V4o2&avYII;JB>H|VqH2AU9J?^0Bgme} zka9Z>4et?*D#4rjXp!h4ORh5|xV>1&Ni}FM;Q2yZ7E$4!G5-C>rgK|@F|g%`Cd2}x z+k&T)9j$ykJ5G+xC$x+%eT7M-mazVEO1qFzoG0G>iosB^dzaSv(dRVzl55cvy5y8hH8-th)XryYvn;^Yn@<7|rXr|+|D$@4- z6)5!u=yZd?4C-=-v9k|R2reWv-SSMUY1n5IDry<_Vk5Eq=)d86|DzvS7)T5vg7Rby z5G~M~Qb2U$&HsQ^3QY+nIHe&3tL6t++%s&s$&5=snf_KstEvzmBC(5+1$&C!9Xh+lf``TIT5apjUFr9Aie=R zf~3~^?2E;qry%TmYq!z_TM^2&Y(c9{?A#AAcw$yEMNcsMp_;%r8^+|0W>R$^CU0Xb z*F+I2=WRSaO?*e|IsTWoTm4dyD0eO#rE!&!=dLD1)3OYl(l~r$C||&&|Av*JRrs5r zlSIcir&qx2&{yD=TeT6CDeloa9cfsqDFp*aY6T=lFg2aO{t#$9!T?G_8lLsRHem;m zt#4XHIS?SH?-E6>kOQsEgS8WQ$MX?TP=Hr(s`8L|A}G^LFr-Bhw8*(l^@JRW?p{c% z`PTi8Ox#AGxMSWay(Y$xJ3kFO1g7CEkv98EXA3(#%`v@k!(;M52M0(Y*ETa%;n#W)$29icRUK$Uq4$wlfna)2Hk-iSO+sZ*j$8a^J^PzU=6 zm>DK6z-SU~8Wl0BL93+rfF`~sR78(-r>!Rdrxn_;(v-i_f;sg)TMInhAigX>=MdBh z;j~naavV|(yAWktqRB8G#~9%>K-SK8?7jz)bI*b;KT7l|7${Rfnj&cIA2&dT2|37^ z(zVoEpi11_Q$zUum#q*G-L(_+mndZ~$dS+S6p|?fP)|@x=O8VADn=LHi11fk@;CIw zLY=GKkcYKSk?$N32B;s`qXp~KvHVlvf)%-Gu>Z==;bvH{!`Ih6P&R2|UEq4?V} z_%`9lOv2!T>~m`Mx*@@Oct4Iz)Ce3$79NEaN~R^ZA1-X3DlXJ%2=ky*JWyv^4T zwgTm=V(!6yF@}PYZ1z%eNekQL14Sz)o{)kg9%My`=IQfY|FCTx$!;bPPlvTf1>sYq zg)>mC$o2g!L7f~ZIxfy^bUn%Q!W$1$+@Nzpj1ue$E!=039ioChCA&=GE@Lvd9BQd9$pXMug#5d=L7k49S`|)?ZAwOrxCR zhv*5hS!~A%j2awPPIhU#6+heYbM`;Onot@-$2(fOlSX6*sH-T^P#$t$By_k~1iz2c zT6~b8%FAlpfPC9jXe=4-cUVNJjg1boZNa1W|E;#)j|dJIT`VGr#E1QRXF7@NM4}-@ z+Il>aR?Tr79%B?mu_}Q&I*5QD_G3y&k0Vw+7&1Fx1cql( z+=|G7+*_wUO_(g}k9)EF?XP+C$LUm#E?$>%60k@Gy^$qyka$~)*C!V*_)0XGX&hxr z7{5CWX&CiH7L}#sgdj-^m~dg%hRB`gh&==G``aCkSUq#sn*3_`tm@3fbtu>5`{g{_}nYbVU%LFQG9dQN+(i>fo z^^tp94Z1UNhlLp3XlF(m(r$I@kQsh;{Wv!PNsCP1Ti4h(JFOmF|KjVnhmR+m?|t=rk~3|Eb%$d;uYWvPi-t%TqrQfjtF>23kiHk>$WE86U3?EST-=r$wQ&Oboyn zdJ@jN_?57MDF@|mhm;S;-1kIi(x^azPI!WgjZG+uIQuq<=cBh5h#S#@azSr?MU8-< z_@G9@U;GV-mw18^3~WYVH-(5c>SihvC!rn zqNCtJQX8!jcKF+19h%@4u12sw8ay<*aF**2B#5ZRFk+czWN;>px1e|K{=AQ)BgQ2ah;_O$dCiMw-K#*dE*|WEK$T27LZ?}0IN<} zFJ|Jk$kc8DVM-75b$jP%?B@3bcwGOvFt-R1NY~Y@qnD8_J)mZA*VkDuSaZbrdFBp8 ztKj>l6Ev)00x0iG*TbM2y(JtXii&~_#MjxX6hyWngm=@~h#Uft_(VD%=uV<2^KXRv zxOnwmIhQ%nnV;V|k@=5S(NH!Lg24vFR{ zv=;+hp90>Nlt9VD+<8KBMefdis@Viv1<0c#yltZ%bQlSVBwDkO`D~z_sN=(*9+YWe zW5hXZ?Xg1BD?)E@AQR`pqh&3kFcexzWIZEm^4L+(k(pDC)`AV8zlxd;nY0@?TKO2> zh-6qwBT2wgB=>Ul)NQ>pHGw`2mUMI6L=h12mzaa1N;O!l0XC{D0auc1N^EU2Ml^F*uCIi z0l%W){&;^a0{Cn8xmuUO$mqB^kiY{7NqAYnd;mEuXpT6r1%&d2NJMjPF8GlfS_;=D1PvT1yM73wDQMz-iGX$Qap&i|8cS&#+(|79^^vVuXYwwiLV#xJHL9@S62? zpi?r=T@YO$(^P0x^Mv8?zA+?TFscDratl`?hh(}TGvr?@^etE;-5}u^ei^L=L3~x$ z1s`(C0zrZ;Y4uH|sWl=ki4u3gN}@|mM_A4Hy+nH3s5)MihMYG=1_Pdd;Zlz#0Lfg5 zt|d~!0*RpSSQV|sCT2nWm!F(L#u|uVBnufMIxMlBlMy@(FGq$NY&3$1$U)6CwuR(P zzat0oM9wB7H1bwnCN87`XaLJVdpgyAClaHM62ngZf3=J`hZ(jU%m3;4cDkYSTV4+`Uj z7<>=y(^Y0_K*OLZ5U$T!})jAGLyF%$_1j^lM zx6o}HJ%(G(*0wUzh$^rne;-14Quv~59>I`2Ewm#u=Rf}^Aoov=WW7NTxk;1}cgQv& zl2-)6V79UZwy$liYRWNrN}cWe#)>laI|FRZ$m?D#lS{}h)}Qwaf)RUAqovy zbWAdN3@DVKMLCD~NjQp(cswbAU|i_GOC*DVW^8(>JTRRaPg6yp5vhgJom>%;WV&dr zNaq1MRhR6&w-JgLWMf(h29NK9w4`bpFH?jSUy|5KMwm4UE$ELJo?IS%8gE4j2jzZd z^T#PcEaZ^3(pdfJRKEBya{dtvPp?ToR9~0El_&$gbeyMP>ge#6UdK_LsNmD-u@A^@ zT)ZXd^Nqou@)ci1+6lxqJ`8DEvlZ>&=*7`0r;Ga*JO%Q_B4Wnh_|A zkkM$)-)JZZXy6+b5ZwWmD1j?>k!XY%Hjk=RcajvKfHAUG3)}buC8*>FLERCf2jz!~ z3IF)-kBsPzxB*ca7=vc~@HF-+Y7dey$ecrA!38M*t)m#oir-%gD)0wVsjJ}Q2=(&g zzif0D_{vd~0R{s;$eTv+L*14=dS@)ylkQO9ibE_1m9-3oiGLP|>%v_YQCAT3H;{ZJ z04F%GPN?!mgSiD?A#(fxlxYn$f>!ZZX>39zQJUIKkfvZUnT@pjWNEa<5ONCPnICev z*cfXWp ze!w_qDQ*MM@c+>E_F+w&Y2PrdB1MFtfK(7hYZVnSZRMi^X4YDz)@o|4A|RyJRYZ!p zyNHYuG79pc2-&V%*=ixRRM8@)%GZi9ArQ#6RwIHSP)R1)iU^pQRl-#=8J{!s>wcc+ z-S>X}+2ioA{$VAVxvuj%&)?U@dGhnh{r~k;kA&<_SkB%Cvaj)D(J5bQ;JkK2HM*o_S7CU6DECl`6)4xVvtDMxj;NN_vy?hj$+^j!}fjlKy=E>(sK zbgB^e4D9@*sG^orqN3>4XNZI~D1#m{$qIeB=>X83&>YNfxPU6(rd6_RcpT-Qq*Ciw zX&V}oi>j5&YLYqJ{Trv$1ze zHR>AaHHFZDh&WEoBPX=(Ky>IBzA3Xn%7Zi0tD?1nT`dOe%#**DFP+&(Ca5nDu+t}T zuIV;U(8Qd=oAG-S0Kic;%?RMKNEa#6iHoIfw7yLwyCQjqzEnmPC16J*NiCo-yT{Kd zjC{{<1+^lgExZwH-l__ete_i;mxhTv5lpqWt^Ts-QI-%O z5``^{`yQLDno2w}$JKRIKOISEjUTa;kh^cJSk;`q^-*K-&9MSAE!0_DQZggrTg!9L zS01Z1cx`PxyZ)=V!GjNKMqSuhe7Zq*P(3ngi^QnUw}aA6LMJKyZOoPBNx_f}>YL!#RLiwM#+idy>QzNoVKU}XWIgrOk% zj$wVPeuYSxg4_y5{~JWQy+RU(o-?X{M@W}(GhkK_ECFfB^6iX^E)tM~<9^alC`-Yg z3<=waf-NZ7Ncs?)M`d||v*@;pi>M-j!GCmtQ(&oNzr7aPKK}{Tr91Sf!Dg{mf!3<2 zsdOy+az8Xb)^2ugzX!vUIn?Gpn2cRTiCj|*J^eH2OV_JNZC}ziw&Z&P&30?`hDYCh zXSVZk<1w609cYr@o5W3*^?F(L4e*xMaeYZX=rC3+4S=W7DcNzJbw$rX?`E)e$tiz> z)9$2~I+Ov9&tP)y?i*1a$TEYDT{Rh_73_{mVv%$PN^e%pM+b0dJ+QkYKMzcB+yz2| z?ddyswFTA%ll~n{okm z=c^YbZ{5BWYVaWR+8Gb~r!u~_cR0PsIXc)D#y*cQ+j8XlE;FUtC_jWdgv;La{tKoX z)seQ=_|iOJWI(vgFR0^riFS`~$^9yc$a(S>DAmGFSMyi3*A5l0S@+q+ebtdYrka9# z{|{68f7z}5D4Hwz7-vONqUQ{k>@B^+7?Q0oItsoU2__}x;B9y11-LL%=`7->?$KaaL{k(KyHTK`kCVdRF`Aub$>v> zD*R_|5{DUkFcA~1|K51N#zU_YIKUj zH|HM?LMWtZgS6zRo2{jn&!W*rm-_){hCL; zZEd|-pP7!Tds4XG{`j1$lpNtJTI?8*V+&&ceiv5bjD+BgDx#S7xn1UN&EeE2AIb+t#50&PSo) z=c{P|6`E7cBD6*V5a_T7y#p#pixZK~EduXHR%=p7ClG82rfQe9uy{7)l2*LI(Qynn z?yMdeQPa*g(5Y%3sOtn3jL^($G28<{3Q#knC1(ppes ziI3=*K5p+MYm@z)Y9ZOP+Wv(gO7bQglffFpSUCF!M$En>;<59A^WqI-E<`ey7@Fv7 z_aAq3NRFxf3>KhH2?*>qgP{L}7PzlJ3iH7w=UeUt5=wuO%QjFEc`BEi_|I<}+7E5) zOvS~UAe-lIsqZDt>5|M(#dDN^OtxX(qyE)iCVnoPY~Ho^C}L<0DbjG>nm!{!V|VNUF3 z=Zid}H``&-dJauGv&Y()S;D=JEF0?TPnm@sj~CQ;l9Uf3DbYwk@VlV=Tlemrx&W-{ zprGPheD7fSVqonR1!|rojf;j!4&Y(ONoBvZbRWEwWG#l_saS7^*#)4K17}h48k&=x zM+2s0?Fw-m(_NxmpT6U4ACayJbfa0{h@`ndFok{gA*hrM1^qskyCkbFZbQkMUiZ-l za;}D?-w>mhdF=8b>&Hk#pVopdp9F!5xK-XesVxw{D_ugwP;i<@wpGwIZ`O6N{`4jQ z?K$sy!f@x{c-U!Y| z6cjUTHsigy)-M=2`;r<=em|z13NJplI`urVm@-R7{S$`d)7TJ{K%G8462;9>6b3Hl zZmF_yVb(}gOnYs1R3cMZ90n>ZoL0b7I77}B)mhj;irN}Fbf0H+wU9paoqo?8CfP+SU+m8|#=Y*FxIP zP*FGMHK%}w091~~Pf2<|tj}~)?1<3zqV!u)t@?;M`I(bUFavei{y?}GMa9x3WV6rL zlBH;bgkD5#T1-T=lrQ4$&{M8&r{C`8d@fa*1E!F}>w}Epu$^3Gxyre)tL}1&uTX>N zIx0=&WPknlLOvfos%b6v0lI2}r6NvG48qVFUPLvH`FK}NB>`=Y7p*7=9V*+Q6)a#P z3NwmMub8)z=JLLZ>)&(gR?XK*@q@idWvS`e+3C);Grm)|VysUP$MXhzP9^7~hNj>6 z*Mpf*vU|l^KY5vn4=z(K62_Gtip(pY+1_p2w7!E2AQGD5%PdWnqpFwCVKU37;b@)O zH*wow|75zM;H5jEX)o~#1Lpvt9n>s;QsF?aCyu1kx}-?>RKFZa6WrPk)6L}HkEDo5 zU7=*XN$fe~8}aLrq`Vtemi)f*=OgLC`1pgY&wl(=U1>n`EP$tjtf~+5ayd?>De|!w z@jqfcQ5w~pyUJzY#R<5VN(Q3TGDtp0j;1U^aP#zasq#UYn~BGvor!TITr zYJl%iMo@_fE#qCFJzm}=*=WYx(U-bra`38cF?SPl!*`H9I-`2{D!pkf_Ybs_j-t53 zM&7iatbwz?=?XIp7j3lHm_@#1bI=zENItpN@dQdYGkUFP`XCnwqT67`Pza-cYSltT zM%L#xJM^JGaPUkAtX6bLJPMN)ehk``3t@nP zS}1wGAdnH%{brn^FP-d-$optCZFL3)N@s1KTUqjkV*~esn*b>96;a8Xr9dck#$VzubL;urB!%b?i0Q8SIN_)N0F*8>4aY-Pd$Tv zz6DQ1Uef<2c>+UDE?8?GPDq|A2=N+_JPDtkhO>ArY5WxT21HQQqie(K8`{(}vWv7> zLkz6UBhq70pubQ5OYbbYg8F z#(2~iMfvrOmyTvIrRH4~)VELl-Sn=kH%ia08a$|$N&aw3T@)Quxu+pqmP&~xuQaW| zVI-ary&gbs&DTW5hG$L-g(z6T`eGAYDs@-d;em(v?xrT-{@OZU0a;m ztnM-Jo?6iA4Ec-f>dwcK?Nq`UBOtg%8|d;g=h;7WO6F2!S?pmlP2AUQy$lEMQOTy; zf-vr$+DA?Omt;MNDeS@2-aL~St(5vpa2xM%D2OZ-t*3V7*^B804Y0s=eGhQVVy{P7 zZ|14ZZI>gg@}9k6t{+{jwWSK5eh!Q8Kkxg3QQ$9pw7iOQtD{8sWXA4de7meC)s$Sg z1V~?AkpOE?Qwq&ke&pjaz#Ok6x2)Ko9lW&@OqxXA(~WZdJRcfW0Nz z%+DVIaADCir$cz}nDw?J)j}*h-k`={?v@pCbC8~if6_9}J7R(jyOXlJZD^MSQ|IRw z#nAdAYyb#De#XVM5UIS+ZBdC%$gX3rlEqZ0JXvCYAM!h&*{^Z zs&I7LxC;7&Nt#|+PASDNh~7*o3e(y55XlwEFY{QhEGsn4Isb)Xb%7rCBGq$GvC{}~#N3suvJARSe+(F5GnD0sh?f-tOsok3^zsGQ*#eJJ1g z1Qfzycf<6<7}WPlgf$65geaa1>5fiis%&1m@v!dW5;q5$!}+v6R*>h2sI~thW1%s* zExZ?D=C_H^!b=6Vk6XV)xh?9Nf#FE1dOt5)w|NRLX_AI(sRH5f31i#Z0yQNc$oH=fsM+OVoYJMpfDY` zNnryN^ZxhGoQ49Ww>NX@_y2v*Q*q$qm@zFQwikQ%8Y9f;j{A?0Aw zS(D5erMHT_C7UU|Gm`7J;I4uhThWk~^Sl$C#^gH8FJU*x=g?Hcwz^Kq+Vj2NPJ3-- zn)8o8HvIGksre8$UKiErSf2=!@A2pWtVFUBC>;JBpe5Y>DMb?xP~0>&xISb+u>6i-KKnt(QyEVZb#lDdtc`4F!6yOvqPQqo2z50qAi34gaFla` zeMmqB!=(-oYCTY6Q@QU%HJ=A!bxcDci-SyQPx-6N_tMZ@3WU#7fz2K}*gAF;;t>j( zRMVKp3dbCIs&TjU`P-wXWgf!HB=!xaGDi{;cC%VvIQ%2_@G2}2&{j~~X)xFM%;|C^yV!7)^c2jOc8J`ibELQ6SxpdJ4$24+74!#5 zjL}lq7{e~BY!Nz>%?~>3umXs_fO)*ouS5=08Gv?%ZzM}@bA~K?<+*U8(^AH3BXz|))a9A4oy}TrZ(;abW#3*w8L34l-IkP+OM*DtgkU*Q7FAjluZ5?EB zq4c(np;Ln5bTO=#m4dS5v?YQC-8**PU8=t6#d*M+&lw@AtUsU|X5qaZkj(KJWz*lo zsffbR1hE&=Q6<;TKk~~QNoJP4k^6QREKY6U-0Y~e^<7e!pP9zQ-J}O_Zdb!B1*+vt zY@V;Vm#8th=M88+llnb@!zcx!4GMH*t)BJvY9Z@^YkJPA=qa^^Im(E3y-Dv&_{K2! z;pkLbj0k%cqHOx%&?^KUk3OZ% zTHXIF-En}RFObH+!>8Fsf+6lLQSQ5g2e$#qa>2G+@;+_AYg3yQo`b-~;wi#jo@t;kI`abIOYskdNP{Ii9Ia$RvA7Lzc)nl;=qv)PRg7<2 zuZsq-{QbSU;~7FX!YxMGS!Z0UPnb#hHfz^3;~M`0Df2FuwZSpmN<iyaS%?Q=!A5p)GBYFV`Pt| zvr%&EsW29s1~YZ8NmeA7FIm`?rV0Xh%UQZi@&<0~#eRk=o#)sug<49mSxU_GoXwZJ z5jdwE2I&<$-h~YSMQ_Yp&?a(E1(=$5M7`6#g+DvH=B;iCereEGX66;|kIX!x{Mfm& zB`R3-JW&?ycAotR9WcL$ckOXZLC>7#h|udW>0AX1+v0|i*0V&7ado$rhjxj2peETs zZ2lHFPezMCFYf`Zx2w2NveImjB?X`z7ZT#g<|}Xjowgd>h+S^$-|OSN)H4V#ifpM) z*3l?A{$Jc|f;X1Mxql3gZ7Tc59d51!Xrr8ST$f-9!cBNCOm(=4#JC%3cgapT{$JxA zS3QqzxM=mft&$*QsfNOhwT!q>_W=hN1UwXkp~G}mD-O)>9p~IOxhuC6MXal1<}32q zjTHWL_C#A6{I6Wj4JK^oO$gTS+sn^{;sJDmevNyH#TH4g$eiwPH`~q!x)cuF{(a*S-Q3s{VlWgYx zD5r(OdzIF2p@biTbx_eLFXR@bLe&;57z9nkVM=tAY!Hs{tM=3jpe;SZqjo;N;GAbY z{l(B71a|rvu&A^^rLJokFF1tnk{ucM%~42}pCg;`?K{r_k^~=KHH*-1p@rik4os0w zg$fZyk69%kQ4DlcE{!@*iWRg7oN0dk_Oj5Cc^lR~<|~%&74t9g!?H8AevcIg&VvZP zdB`v;NC-*^$xGu@si;qs7HGK2$4|33l{0*Zw>(SzYVKaP|Pwk)YRl(i_ zVEyOtuDYlEL%7qvkfd(#6YH>m!LIs_Z7Ji~+OA&N&j_Er;_M#GTeWD9-2!#P&I%SfeR7oTQG`G9~{FxE{-PpH#r2aNB;77NXG>**^l#} zHh?sc^|qI*1l*nS#huY^w&kn`3{^F&rt zo!g;B3&TVLt`v z+jr14u#xg%hXGuurlxoPlddejSgo3~jeU(47A@fd$dAyDP4qweqyA2hsE?{zsh=`J z-srHGs6W8(4K=~;dFBK`Pg!=EARviMg;6K7#fE!;8{8(iyd9pKu4FW82+S&y_fV0& z_!5%0WvW0?k@pEC5d|(~2H2NgA>^^`EbJ{;U-l&~pq$SG?yVLVwS$ir_OK>ZZ8Yz(MQ<#p}OP!FTlW2VD)|#CK2i8?y!z!SCA7vMYC*0_JJ`V!+Bh znq?@A=QSIg6AZ}Gs)G6OZ<4haSd3O{El!dR@DGIx`&MyN``|gb*{?@$X2|yu1Xpfk zKTx7f25iak`a%#>gGrYe%ZK{xyWutf{vg0U!Y-p1^Su*^1w05#8fYn>t!%%PaV;Pd z2;0KYb>aX*t?ds2VcA9E+9nW@iJQq|{pRireAq595Bmu|JHID0Y4fL_e$SAZa(bNsg|aG^+7j6P zj9v%57!I4<4du3x^zp${WRBDe&5J=|SXcVP0t`j97~EAefe%PArcDjI0>(yo_l9Z8 zxfE8Qa_<=Ud*>*mp}42i5Jia$1Q&FU-dtr5!i~`R-BSaH2WI6ClNdh#QRwZWSHfcp z8p&pI-(f(ew91rve@)*;bi(!u;ol^{ii`zEtCayCUlf9Cfp?$iYm*1msa=O6l4jFm zh0#!HXYB6hC&*_=qB_BGIfG27{kL`VKVLNeQTj^|NjFBnhaYeJC5Hqs_H?{3`qvzi z>R#3lfziFh{lDdqocqMc=czuS@Sk%??!%Gr1f~CyLjv(PkIENzk}*)xa!C43ECANS zHbImq6`#IOT^Q(U&lk*u#j)}nh_t$m_T(6Fg;?0kbmLH;ViK&)sIO5~6C8lipgJy` zPULQ)p}U!z@&xS~h@mr^+d!&1^BSf0CiIqm7lx{c*o#hbL;lB+adBcCh@MVly#CmBzfpal>5 z{|MZpK!D~AIjfSN1NT5hbEM&o@-em@H(n*_|0>Xl(PFHG71No<%Hx7Lj&zBfj33}x zT~^ZiCbcIa1RRnv$Uu_s9vA?G9i~eZHA@$w!&xR-uxW4Q*Y}B3&>?6SptwMpQGTTS zl}6gRp;hGm13D+v@_N#(+t7$@H@lyX7;d+P68_xG*fzsa5e-MAj}cTj$^fHfM1fW* z156l(WZYsLLj}#M86D~x5IZJjZGnwYe|@`E|4nvI%Se3L-A_N&joIL-)I82u8=YV+xvfs+<>Qz6u$iZ_ zX|zJ?E;N-M8QmJ4$n4li2OWvdJb!?HrwXR~3*_j-kxT z-B2~^ilbT@buGnsbE7;@vMl2(ZVst|?ErAgE@9p&*!w%IyBWO24)(i|>F|A^e%mkB z;UIt#PiI|_mstjpOxcx(@NX`KCIG0Y_QZF~T#3_3qWV3(cXh|5vn5Mv;VpmJqKV&I z36^ z(A$U44)wO5a5CYdLjLXO*=7g4;LmQ5( zcdKQ?8jhZOW=I;&%x;hSg-^OgDBbBSDzl(Y=ChL4QxC3Iu)aw6 zH6f;MwjHg2Km^0^kG3gLzCuZ3FMhAoq!{_Q`k`tLgm!`u5u^JHY-^+)Bh*L&P&2cn z%N|8mmMjSg1*-6MI=a_-h7uovW+|6RXq9@>vI5qNx+!c4^dUmk`H_{5GexlYDmw5n zv!{clU|vnIUjj^uq~A{ym=;B^R7kc!AlWPNY&gP`$k1 zu2*gI*dY6-f@u#`SWX{gx7-1)ofuj}Kjmh3O2Z{P8{0#RutI|$8<$KfeoLvm^SBT6 zLvg0pqo-2|piU2`+s=S9*q18iZ?HLXwbVCHa2{*n-4}4Lv0Kq+3^?iaHa~U^638$A zQ-vY%8DzE|Mbpg>q3N!&9`8`b(N>B+jEWjE0$uj4tA<+SwCK-)=d8cQ1Gu5o+H z7c)~TAYU_*cTD>74I>_i^prP#9HYhh2~+}1pJ<__>3#&~$wO<&WIjxtCh!)9bDh!! zOwi$dWB|M5G98o~woW#a$f9CoPsLt)dLs%(4QRIlYAWY5zcf#x_e}L7(zh}S8A(lH z#JK{0^q?2|%<~h|AOnm&gj=~o(#jOoT7u@7;hHNL(W%muq4{xPhKzwVl2e(t+r{l@X` zmEg=A+0#NzIRPSyvkgFs2F|7R!-=+6RhO$(Wwe1B8jR!>?7MLqn>-|+9-Ts4DBr?p zhzi8|7_-5^WNcL%2a_KRah&L9CLhwyjB;m0{>J2Qpa=4R zMG|?WbpOuehaX&%3#7|iHNP}{p1N$(+o4t+1IhN-$Y z?nLwH8=K%DJ-m~DB*QZNE%5vy{#)tFTxG0PKRw0TA9=eDFPLP9fGChS(r@c~FwS)q zotl7F+Cl(P@&auNh_l5}Z4V_$kE{?m|R09}KTB;XXtSq`P*e z)sj3SxkV7zKB5TA&YFNHlFvTu4KGd3IREHW@!h)O;@YugtzMAK%lZx3CPP%!99SJY zi6Cu%ID)6?I>v^}*tul=(qh{DM*F@j@ITCH=YrW+=pDo^J*da^`A;n%9GVbQjb|Rd zBwe&E_0$dI)iT~z1Q|9|Lq7Co->`8^l-cEJ_UiwP#HJaX)TNxq_bALPJS2i_2Mo=R zk*QvZW4AELh0#$!XvBrNt8c+tJHKF&lgQMatk4ZQtrT?az5ueIhe%r5*)+f$THh{NhUl1 zya=04QciT*ajCeF3u0H-KwogpBm%=)K*v730G6x(Q)_ux3M|D>&<$uPjs#Q5hslPE z&zx#U`5wE!=0phJiUJk0g{ke{$* zSR9(RY^(hXWt@G2nt;?S=)E>v>yU`g0DT*zfgqY*-LbD^8iRMO1-%(kXYnCp)t80r z44Bf#pz9dn3|9dn*y*r4xqxh1HnKI$5cm@p1oD&(wwNx!O?*zkT)~E@kHrI1qFT@= z!LMGYh52D}6uU*bq=9}}Fs}or7BtYqNpr4uh6Sq!TtMvvPw52mqJoCYK#9AIeNEkm zK^%+>L0{~xn%B1{(6?(rJIjL{doR;^Ab|lyEnkwD`esK6H-|8r#m(#e-@ILWBP~L= zzn+^+SGF!-cFB$Rgl(5oDYFakU6+h%|jq*EVNdve$# zNP18JsiyZMyv+J$eQu-RI_%HV9CkTnaN3F{wH*Wqh3uX57Bl6~a!LgLKoss zdd<5KMxhFhlWb55pC{#*&Qb#F4V)L=zSaVi2Pd{U`~rlc7-}(@1dk{Z%t3&0Lg_6% z|0vK0&7=R)ACjQ$7I>gIDs2+*rv+R9*jjguL*P>x^ql+4z9M3q59%Rc<4>1+hvGF{ zf!cT+k}nk_0X8vUInr>uiuD4|ZL6V%e@NPQW^Dygq{$Rb#dlkZxF}`&oq-9(Te8WJ z8;1Q7Vi&Wa8-|p1t$|azYDv$;moax0mU8Mr-N$DAObK968`Z83g7|q_kuPyGilza{ zJHdHA6}zG+O}|%rt;GXA7QDj;WoZ>Ct3@!2w#w3yzuGOpZr2t?t>CX|ue}zP7`3jW zI_=^|XUjB*D?nx>q^1OZ0+5qUeEbA@JUGGqT6oUWwP8T;qp z(u2k&7o;AI%w*|ursRTy&(CcuUkuCaHPRU^Yf{ZcCrqg$ACA-(^RTTNk| zoU6o}$uGW0s9R13POfK)KUI`KfXat=l)+|M0gO26mY*c}Ij|;^yt)^n*QZ@1bf#0i zeMIIPOi&){#faXeGk8=GTr2eta&(3L(R zv%jWdD`7DSE-QvqOPJ8W+3kCk0kn?Njr@=KGSHnsbliTm@u7Yyr{xx-&uqTZ=J?D4 zZn3oUprgfiW#6=au{UFV6nK(sA?!QZF&jGmN#81_))jlj-4TRIKA@$4j((?qL3>?@ za4mv+!%Z^?;VP!Op>=)w8dObZwqP0z1`W=2z!pPlRzoiaxb4fxA8-qoR?;;{%X@wh z!oAr|)crL>O@hg2hjIO%hPK=dOB9;;x-19=^p?!06Ko01NuG?de0q1rGpFYW8zdtY zdt^s60jCg*>O!A6Ii;$H>uf=sPVS`s5HDzKXy*4+Hc2tGoj&(O>xUPHlFz}F9h}?k zeHNY&ntYT=f4Ajow{itl40cp67#RB`ku^+gkswHt4#2+nxN0G@<@&{9v1!FX-o@wu zikwQG#@GNHCiFvK$nfTy8#MSK^2&f#jy8~g6dgA3SU$6kn~^qUXzMrhKr2}+_frN` zpc>o$XHILNL|id_H^#v!*b*XcG4S@4Ez{w=XlEu9fDL@Q!@|l_uCHu$ALyxYRLk2K zT3{`s`Buk?yH^3guoJtIeq#Lu*-gCJL^9>8b%e6CZi$o~SAQt-dMJMm7`TMf;{3{1 z9+k##;g&!E93OHpo25&-CA_o9+#2X3Tf;0peDM+Prrb;=*i&r*j_PJE;yjeF7_|~V zGz*NV8{yA8B@3B?!Z1s(&YBCQ>tfYWQj^48Pr`8&USG=7XyUvMGMe`O^KpTPmRA z7n(_*M0f}d`C+b(mU~*tL75Gvvv5a>ca4ml(O~^p+;iHxOAHdoBXuCCTZqnr!btKS zvs!UXnF;x==w-JRM3nJv8*UkS|Vde&+O&2=SBInKm6s$MQrgPBll2#4XLogP zZeOZ;js2)ovRsh6{Q!mM$UVe$+5A|>Qs@;6t&X^L2l%Q~)^>bwU?#eui-c za(X3>!YXv+B-J8=w9`S=9#KPscKqTQM4EUWY>55O$`AIDC6E(`Eb&ahU)PWId|Y_bHYKPBY2Gsgg>fSVW-0ia9A)KKAz6*Z%wDI#pZ=U zD9>yt+@!f6)t?%0M3%fI!4xSoNf)^5Da+hYkXC&OytwM4#mq8|bXHe)ON7Y%QuQb{ zll<~W@7M<}tT#v?pV<5%XoGb%!U%sivRmsW_mn_QJ0jzJf|?C^s>v#bEa4WA&C@Ru zF7H6Z$ILSq5{Xo*6eb>O+77r*&-=E;z zg5iDiIux(Q^YU5JMGpgg0kF%Z3Wl)*rWdMJ-rSAYcuT?4fXFA!jqe0HWo0Lu6BRAj zqhjjOXC`;D4U*a}3iyLbvrzFRc1wrq1yq&T868G~$T1}>pH zRbFV(86v;CHU23#uf48VI;0`pzhGjuZhVfmHW>ZIpvn;i$+&pr-w%t#EQ*z&87Lv4QMaz&?I!yb7#fN(utQ!?u!(?h1lc=4 zj_mq>iV%!7F}Kxqk7d?~93>Pv*In05GS3t_kHe5OB)G}opPq z;+KRIBTT%o&*WfAOOK%6hgwCF0U+7>r(tT~?c=P?h z?&hTF^yGt&D^2p}b~k_l2Il2p&hueiNaj0NPy-X(bSn99D4us^cO-d;nK9kV336^y2`+b^8zep5l`xh`Cm(zcnW^QhZ z>&jSnV`7@wD^^_kpgt!qmIVOKI0)KW`C-8;M0zVpzazUhq{SRlrT&n5x&Q;gkM9W2 zwhH0eMx9nzgDh{MN(w6iKqQ0CYz_3jyHB709=s?1PT09EesJ}ZZ`>oy_i476n>oL` zXX_V}R-MwSSGSaZs>Ss>t)hGgT zI^8wUj(MqL&;eT#*VP3PQ&9L<0*<}i#Gf|U=zDxrhF0P`)38?6WG40y#H7Vbq+Z== z?0iOSn$ke=XQ$SSyp@Tj7nKRd^+8*??{7;zR$58dZIC!xVNYs@gG|&4L0{Kl2;x1$ zYi5?6=QQ{?(0}ptaGwU`=8s5m?vBV^nN5kN!(S*bONG0RBshaeCbSiGib4rEyLN4@3t6)@q)rZg zu8`Rg-9-)`iWr7_|6Gun1xaPlMP9d8U&JXm|8sId0@b2Tn$@w7KWhl1bEMz(;zbfy zlj6Bl+@lt;L6`c_I+H=`E^bbGz5658BI26%RidHk)P~FU&%R)1=MHl-uEO$;8NdFe z`fq$k4>Nlw{G9oj_sC?jNBuUq8g0jvvmJWgZ(_{`}w06UW>>S7Vs890mH z4}P3nYpwmFRNydN-zq%-eO@Z*$t@rTHiF+F?d-iDCXn;4y_Y_KC7Z)er~YxaOA=?s zJnx}cYOKZJ=4jKp_F*o>u7BBt&zv@?(VPa>Goe{c$B)Zn@_9)NWs~O{ z0QJ~opO?VA?MHwP{TOhcbLc4|#-H4HqTn&n@jl8`hL4ycg(-{5;Jg*x~x%(g@F z-c{!K>>}%G`zN44z`NM>)cqYz2KtlT@LWqxx&sNq=5s z!e4|eHs73(I&yLkapGP0ITq&Ze}c{F8sgj^z%vRV;8K*GHvV8>B)SIQy9E;P)c!0U zZK&lP-@(i*GhYQw`j#Q>jMPAHGzpSx2FG`ne{zN(-?+1c4gOk^&_Gu^?s1we*?GBB zA=B~;lb)kRnjXokcHYE@;lsk?(?I=CR7_RmNfMy7skIkN7Z5q5KU^SL>|*UhmGoF* zN3|sQEZWk&p{o``^!~AbywfjZf^JN@YgrP6?EE8j29K0}uMXw%h$g;wKe{u}CifR$ zgxf!PC_EOv4y_nTsU+YYyck6jiP4Tq>QLQcpV9UL!r&1J9h+HvV6I!0%;& zBS>Sdoc^z|CO&$3e+3YikTp9A-fC}$H5W*Yu+!oI$t=23CwE3}8&LoRDKx8QGAqh! zm;=N6uw#O7$mxtekY={Hh}dBI)@8a&2c&miY@2jpQR}H~(ph(&T6~^4l?IJ;*!FR7 zjmSo_H>!=Sa~Xk29=+|DHNNYBt5e=NHnf2bYQdgQ>5lCd%t8rZagT`jU2!TImzIz9 zmR!C#A3eXA*zPZI*g5u`=+T$e%~PErK~eY*wR} z;0n}Ox(1Yn=IeZjcz`>cIX|AYv6SL!s9^E1-UX$jf5GcW5d(UH`M|rC7Piy$)P2mY1-OG1l(}Y>ssRb6Jk7YlN&1 z*@nY=-^KHn>g7`OS=dP)Y$jN^@%&hP?Uk?Yme7}3ge-BUiZL*hjjz+J3Y zyQ5dw)*}~fJJHa}g?4=K4T>aUtauU`Gc$*H{^ph?u9zXWmjyr{amzzRkI$4|Dl9f2krCN@YS;@R~s8)sL3n} zVN;;R`T~861A6eSZ@0z>ZR2F0MFG*I4FQU`$c88M38w~|)a60c0Tt-pM zGesPhM(s8{9D}PGc^XAeskSmQ$OLVWB zn<1JW0lAaLL`=&~2Kp+1qz+d|UIl4VpWJg#7q%1p1>KyNzqofX&zDGklPT_Qao+(= zTE#_;(Vl9GZIO9l|K9!jAHwFsh3It~=OLhjM%s<*K;9Z*b%zP$NUrrg#)X|*{t~h< z25r)`u4w$CB-Qcz?j#(lqM{&aCd1`HHENRcSXa}1Y-JZr8Y8KHfaO!dW|-AH4Q1gu zuA$L@v+OGMxLHpvd*v&a;~(NiLg{1C>24Vhr7zYc!~L#F{bRt8P;EnmzmD5F~_ z%Q5L9AShcR-)ZoK>p&brI9gOV8sOi25b(sR*52Z>hWzNc6{-D;?$&0{eCA{az~Au9 z2`%8WQC>j!(odSO8PXReI2|*R!Nk~B=|DE0T*%J5NH&WurgHPHGWaotbQTe;O$y_G zyfX{7CrO=bID;0G9>fCc0JTeIu7fKP@JUJNFJgZpSI33fRgUIXeUgt}Pv$&k0VnGf z)7+>YR@j0caTrrMVlxYQn)#zo|C|E1>M4dlg}G_4y+1{|f_YqeAmG6#3dslEwM945 zlBuBP^}Bk9Hq>=osx=&gM6;(o>?9m=o8ekaO*A;Cj{^*%GfYEKF;^i8LEp=>{uOD! zWW7!a<#f*90qTGn_ad9}`xKCtRyk1>Ot1ek1oW+3T5(}w0@z-x;FsDjk;XF7H)4$f z5Xxa0@cZwhWnUtxn;0}VZ#P0CUG3k}fzmgk9_HlGn|GE-=SfnTon_p0)6GP1=iC>q zTX!ujcq5$1Mmi=hO|p#cYwYPfQeDmIb=@hV zc;IV?-MN+6ED2_oIs9cg@kE2x3-ywosUYNA#PuC?Z!1fs68X*bjr+@{)QN3#QPJ8i z5Q2bD#i}@P3B4_nb=)J;!TDcC-7t8w&!2896@;Q}rlv{MjO9y$m@%sY-AJzhZ8-kB z$1Bcs1A@yVBZ>vDvO7_ksj4sx?)Mwgc85nMf>qN|fQ4zPCd~2OPKK=8c+xE`8NSht z823@rGpDcN8Y9Q$!joZp0a*lbI0qmn^%LZ7!+#((D@WBMyy?VgQ-0prp}^M}L-PtO zp^n*nvX~wcGGj$h-qo(qUwej+iObNu!NCQRyP&o>&Qsb-PFKAmnQbou8yX3h5c=OtXf79^&uINd z`{i0oA)VsKFHx>!vM6h*Vt3@~0gdhEyp>!t1elw3{UBw0KhUR}O;(_v_GQQXFY4Ys zs;N6|1NDxG5)}ajAy!(cMNL~TOaZfNtF8vA@S*i}!I8M6{?9tp|WNs?Xw*h7K=Zj+XI2$$I?dvSCdf zi)AwDC975e-nAwNdpky#OHg0MJ8xXY5N=${6s!24d>o}IDg=eMj7En-Ok}K;D$gzW zh@&@ET`5$VnHY|#xC^nsG$tNL8*b9!m8=|l%Y;hH zQf)PV68RS_I)Zam**_vH6Ntnd3CJ9c?6TyfWXm|n6C%0$Aj8JQ(5LgM?g;vH+1Z3> zLrz7~g|6s7M{BFegZwE2(u(DReHD`g86Tsj;(0E+nCMe;&1^tqy@jYI$3h%yxXJ&L z7^mH$P8GwC!O;8|evh0d9LpokjBJ=r^7)MVhCvN~hAfXGn`Fx_b`9n! zGhiHNnA{aomQ}IEQXCUSi?asu&x7vT^RjNHBY_Sy=t^_^}gxOOSLI0Rfq{+5_l1v*d z5}nFRCTuF*L-3lrh6cYB&XWIKJ{RbWN$VM$RpBLH&>Ei->sro4S(IMnG3PAh36|&g z3C`RL%wiMSOzO2%1lcUMrYP7Xgoq{3V{221_-sR(JU|tdYEo6I$4gVA?{P2USQQ_t z;8`~>b#5-**HoOb(xk~O?AwTV{9athE}>vm)$q@ml0tEwGGUB5$9iM zy%A~qqvLp=_A*RI_8BL8S90^HAJZ(n@4&Fz#}u7JvqL8vDjy2>`q+?xKrrxNAobux z3Fpe*ni}sPfK2Ww@kn?LPv&PWCOt4m3g*tkOaXJov1aj;st^xvKkH%A@;cf)FsP~s zEChr`sSmJ0=G!5y;nZNdY@xZ=zs2y*T^Vsa-fP$H*qp-nUAxM6fyOoQ%e&W)RO9jnB;>eq}Un`_&9W@{G~=)C}SYqtR&wF}Uzn zkX(&Y7e`YT0a?6fVeKw0b((z*TSe6KgISy56TV-w7_{dFhxEXW480*s4Vk4e0(WM2 zcXVCYGLVYlmEGG@p&TJ~=_Q&&YH@0lRd;EA6|~A=V*G>O`7`b?0F?XR9A*iHa(9G5 zOsJW_kfo{%*?NR!Y@d>w&+cphCvAth?UKcCspWL0Nia4(Z{^W5(!y$=I2>&Xj-U0Y z`z@+HQ}cqfy+;E>54~Xe)~51FxysL|t2s|x8-L?D>TsMWm?`_y*md~pF&JTcz}H2U z6&(j>K_|q%nb`s1TPsdfC6pb^GODC%!`#!-@SFZK8^Tr)jssz0Ys_u8cOd5piv%d8 zAs|>Wsa?sc7-8C$LEKZ=7vocr6&IwaP3(=cEXZ{R#C=zbuKb-vh8$RM@-K97lW9D@ zLqE#=_9UAmXUJ6PgIW^bl_p+x<&zKuoa8e+_>@eo^SS!LNzJ`iMomP`^0h@b*2H`jcdHc$g4E{ zC5*VpE@g`BNgcsHIZaumBF{|;Av=BUYkL%y`GL`hRS@txLRJ)9H_w$5qE8@!*5jP- zldYpBNXE8G1?IsT1IDD2NoRb?7AP5BXP?EF%wo>cM=V7dAh!?4mwdc8JhCCy?OA-u z(tx*yjpw?APvc8Eg`SioZD;;)e92D9q>h%;XX7~~><7inVndbo5|O2u!L<-&+X_*L zW~oa3b3hx{tK6Z1=}rU-`N8ks zllvp7_CUeBrZ7*KV|`SonZ|xf)!IT=crv3=la9jU{=A=LUM%Xdp6-wXqpF^?*_P)x zhjG(?QGGpHFglv0QzfHhuOb$CzTB^)$v8zm`=3nRfc6Sm#RGgPSxFlX$O4k6)>^o= ztlnI8gbCCiVS-mQ@~az-KV;fRa<#FcSgK#jn~4%*&lgnJV|zd~f2Mp^6q5p;Y;!+a z7iJmjdUB%?)^oYl;+~|GYHs3XTEGU8>9Kq|MM;>aq*f2DykzAu;iTD{>iLODjjW%4 z8Y^Gj9BJFiMA?10I|MHDEr$JhB3rml0NPJKZ-g|?@E!F-`lXAgQKFT-Dj()LH)W|y z6$dujEZLj%m~v3i5PT`3Y=?m@i9w#T2s}1Lt=Mz^pY6tu|1b&&VmokNnF!{MA9*>z zhtxeQaKd!byo|6nOh?s|<@flb2zV{UzDR{vs(qx9)-v52{oU#VyFbshzaf2$(Y8Km z_HZ>;?FiTa8}%6Uka{yQmVK+d9hSV!+VdIpwgVoC&)$i7-5Gq(u5QgQPt z+m2M7O|yjND_9Jc*3}5#P}clWwh(xPcq}9D+o*vMST&jPt}Ix39}tFPUF2%s&1nCU z?eJvlHfF>wf~xuSwbE;}-?xR14fsjY0KBaP<+RctGYV1{EDS>D`<0U|jcPKuT71P& zz4!IOjmn$3KDDXEvNtt6OdZQ~Ls=X5=3;s3oUW`o3UO zzkehGDRP+*wv-a%rH|ja&k}ZFy#MTMOIc=ajnG%5DF3nWBqM@TiELS6BJB18yiRd% zt01h0QEC~#*Y6?=GmMMun~oDiyt*a8GVYtPxBua@r75!_h4!eG&nd5G7n%v&-c|A$ zI8b_AAhHy@S9lz6**fH|j5ixcOMP|a+peKfl)^M$?zfN{blK@Hw25ok{Ea6Wb8*BMlWuDM^kWg z^2Pk*v$B_&wP!`989*G=sPY?nW&42eJ|w`D@+d^Ii3(uc8mWPs;>00;x^mlhW&Lc} z{-n^MwYzhQ2MjQqVdqn~Z`<;*dLyfOo@AU@s4BW)%P;I`5$0cH>TB})V1&R#f)Q|6 z`wtJ!Z4>tW3_Kiay@+|28^Mfz4{zGlJ~2x6Cg=_Ay6kb~Wq_D+!|#%pVk)B*y#kAy zU^3tVl-rl#90jwUyK*n)l{VeYf~mBB*-4#cH3As2V1qZ>lB|TRbhVNR0F00 z3O|X@nIuO(o>BzX(g~gyzIvRxYnX|N4Ex6}+P0TM{rv$@EHwlU+~1ny zgiPMFGka5Lty3Ic6#Y+~d6n=;wH-QNMB2^G%dv;`s2k?!V@P# zq;r6=fh$MSWwtgn@VG3ui;e$?m1J zl?5Snb{x3DM=>y=BiU)!_0i$IFl~wVpGAp##+tN~MSeL4cXS~YH?kM=a`%MSqq+)4 zQC?@`UV36Yle{N1-xpKI8$OSk)|NLUB@5E{6BfT5w$}v)VbpR*1Wp`c7)O~w3HG6| zeTJjdRRo&)T%@9v|AwPnRhs)Ig0tVUwDcK{($jy#cjdjF-eDZ&>ZMCp_qU8cA^r!C zndi-V=7JPAHOM9=W`-qyf=|u>_JlrcQXssl$hc6IzsMx;lqEEL3X0q(OzMup#IKP} zoxS6jlr*dMCubX`V*%wA9XLf5Yfcn+P%qg^PQihU*k3##`srWT$%n{FJti#1p;yQ& zE_%W~L7HL`_0*yc$t!aFgQU(Aao8{_3im}rt(8B6sjVg-e~7l1mqpT>$g@Uvs*-aJ zxBm`z>q}&uuXw*|?0oX+fHWt?I#}DA@=j?zj-T3ESfc%7$q-T?C*3JT!8<%F#V2)@ zlb}PD%g>+b;6~RC_(gPeufxLRdCJ}b4NFq*WIJNsE@IvQKTlUAzi*r&3$@Re-xT|E zuf`Lj2cSF5Huv`Pr)cKLoHOH8%`7I-iX+-HV4?oJbm1l8ZZ8`F&de0z|{{HBst2nRVO58f` zQOqAeLfKfy-Lk}p$4ajne?}R!|8=r*zGg1o**0>Uz_UX<1%2h4^}-p_#9pl*k!Wb~ zSfi+xFQnV9j1c{Q)lDzjKBhRQsf-6|)fyKipAbWoC(|9esy6 zyocfjZ_4qbZc=|qjF3N3Tf%!^RniX3_^H|wra(@A`hP5ZqPElz{BZmB4+HvVYRkp^ zDUgX3ywH&RRBc&e(Ry}=IMtTxKD=(5@E^~q-w1Yx*@{5L`ngag2>kgLEzb-*xUg-+ zR^B*F9p; ziShp8j0)1e(#Rxqzk{8Ar0{`M8BING*QuLN;2rP&P{Vf`0Cw?tWswZ-HU(2c@dBR`F{;N)}13S6YNxlsWFo#ZKoi&54=VfWq9j| ziJB?0CEwMBg@c$>P?#vpldauhQcdUvv|sQ?kfXg0pNsB>Ia*w%^L^rN+)| zWW&|cNcaN39I`FniuJ~L&=DFALv6%8nt)yawiXQn5I44Y?g52gXmm9 zOLXosT3I6*E&G^>w2zFJ^XZ5ZE1?_;KTJJd%P7vA^j}CR4pam}ho-FM^D1_jC7JSB z^<0qj3k&nrjw0!v4U~Ex5EZd^2Ny^Or-$vmz=ko=Y3+E@Oaqi2l=<|)ST<|Dyw)n|JH?@Ar(XJHWjjwX%)!7RX`lq zXKTBJIK7qJLpmjU@qFll;HQ(ZcyG{K^~9CMZe&@vPl4)m^v`8wSMRRkHmaz|KIV-w zTan|2a4zG)P4BKYUUBL1qgI)D?7U6EZ()Io?aO5=sBk@zqouxj=ZupvK3>Y$1am*#_?S*(+%D3M z{7jNQ%-E}X2^UjwJF;RlFE-AD=%d8!q6mwDUOu!4?}1y;VC1TXdUN+zyimlHfh!1+ zo4}__K8kY5Ce2fuKE6Dx(timmK;$cMo3FeqfVOL20{l+4Tv)F@L$*sm2+6IK( z$x9ZG{C_n{k$Xo=Z8x%BZlIiP;I&w*UXx7{&Js6=+CIS=%4A)sSbKF#ME=PHVrtlW z%k6FV9$S>PK}icp_f9!<^a}2URw>4$3Y0!dpKhPig++jtALUqmdqb(regR*aYHmXC52L&3A5cHUcZ1x{;BcCA6g%z%LG^Leq5T6n0!~jxGgtSx6PyOD>G%@ zNr`wOQi%f8}FnkkN0qHaT5(vEMLUL(xA(NoqOX4S#aWbpQq}uE?cB5X zElX2x*`=8HL2?-M+u0FuCVr(XuAYB2a-WQc?4(#%=7xm_a4NJ)1JXB)n%6*2 ztg8BD#AtRlWh=34E6%W$eRnCGpR&d4yrDwIH|sy+AoDKQjJOhs_wYHQBs3FBuQ)$D1Tgh zvQ>h#BlVU@jOBsG56`PeE-UnNSHL z_LLU&A#Dk-XA{yr`QBtAf4_D*uSztPftKPxdmY@t+}2XDg^QJXrr*BQ&B9L?zK+C3 zmo(YCr*Kjw?QE>$W;hvYqt`QO$C<$ze|PG~eW%#>x$#_xyn&?F8knHmT8UefY$Kv& zM#3s6se!x-a4}jomm<@XQ73-pP*%3Qt$7`%OsE}BZq$JKK!u+TuT8eN9##-;oM+LO zi^R-3Fx)Ap)d#g#l0)~dik5Wl!GH==z3tpxcxNX2Noojcoz_#DYFk4^?6ZukyF#Ka zbcLJ65sLtl#Jrsv&xWF0{bA74ZCaWzi>g$-PT^cFRS}(3I;hYD!glJ9Te+om1A>X{ z!mDBzX=}B(ql{9SB~J!P@zgq4y8qiC$roe3rgZYkz^{X(qX0BI#I3^F4U3--k`_4# zyJ*w>}qV>wFEur_2B@e`ifAe2g06+`xWc00#7)Uq=n5zDe@wc;}`U? z*9en_q_*?)1T(khl7-j2!-N~H>Y^hZmb#;>F9ov!1qB$pY*|SAo9-;npcTh|CJISZdV!`!d_n4g3Skc>+$ekz@kd zy3TfpS!!R-CNi6yoC(_sMnI3YNx?ncO2ngEn?ha!t|(5+dx)q?@0IY$=esi{m0sjT z&0=uJdvo_)QM<|BZ5-hF#2{6&U<^}qjJeqK4wF5px9mW&YG9B0kHj`rYteHq?Lx;H zxFn-SeoCd?@J->?md`dkr_yS!Q3j{}WyUqluTHlNHpgxR^dQ){$S^ZlTp7-jyQP zTW0kWx6p2J*pNG4NKbQIKzml z8yiEOyLNt>mwxQ)kS83LoLi<=q~ z=W2hX(ww#OXV#joadTvE!EY&SS;_@57!;xm$l?tnebG(%|fnC9< z&4x51_0>kkYVp5e1xGRVweN8J^@?FWO;-6?HwyVt(7EW_JaNumqgVIJLcg$X;@QJD z&`XXW6aKq0yd5WQ5&~P0aq?RL98ry6y6iM`4PFOzW<<=U@LJNNBIQiWgH}AbT)n^} zW@9J5)Ct|$lCu(g_HXQL5#|(jfc0?)#@6Mw zj~)BDNwF;HxF{6Bb+fkWC^31f&?CD#S!cUmpHu65S%-S5yqI>Lm`}<6!Wmn-i<=#E^l?;qlHL28(K=xGb{eHYvU~_Jd zqdg*UCtAp?s|#go7{zf$b7wyP=i_QX*vyk!`w+gXR9@Hktk!-aH+)`fC!cYS-}Zs6 z`>fc0o-6fhu^rJE_Qi$x7H6?N%!G9o+vszXf6EY{9o#%RZg_O=A?>b>orB8b$>_XW zIFD8yM0P{xucPz!jWjP4YuE47N6$v*DS4+$E_CI7Jv=)9r&0V-Wzv|-YT8-bqH0OK zUJ*p8*U}2-3mEfV89u$5L_&2&*e52HpS;O`(cS*OX{^t^kFycL^7Zca9_?wEe)Vcz zfrf>?TAZ?dGaYD|qYzXUsmzwu7!Sx~a5Uwwf`EV>$tF6E%ZGh*>)B-cN*Mygp7`kY z$^uU@wa&)yS0CN=Xs1voD{7+~pZVw}-~OO!Wm&}&AKeW@zMoxdki2x%F2m3L31Rw@ z;LFC+gE}L%M$&4v?R@@Zm^OZMtEs(qFM%XS#%?B*nwfObm&YkdZSOi$L8Cp5aSFSZd)y*rh?4?orE@&>apnWHx3d;==vXv?@FtYkMvu?ABF_2~H6*|d`x zcv%3Zo%vy`O;E!B=_FoetMlYi@k!J9wpTQWB99>^%SJk~*&qvV8md_E7A<`~@$y%g zW+>sq&3B5;y>Yhh>R@@6z@H%7Vd3$lMdni~rQDB+TSZmmrBwEYR}WoH-E1*r>^_w5 zUF{cH3$*f2Vu*lS1Gx!5*i?LWzJ?*GLfaPDD!OX?;Rkyx47RI&;r77l-F!A^Z=xQ` z^2jQcd)q^tB+6WRqGPU=iPj#e$XfvGO zW->IBIPo!s*8yoEZ7M5niYNgXn@$~KnYpqg}o47V+G_)nv` zNvrWzB1qjft}&#kcMGk)=`5|b*k^Np*S7l4q=UZ{zQzXN82tv>I35;NHM-QcMO0gk zY0@hO__f#Sf{e^MTXfr3^qyMpytK9(7Q!XbgY_yarPk@_sjW2{cWAf%lZ4_o;`LP$ zrblYbQnIv3hJ%_#j&x#+Ie(!@de^zQOQ$BX2Rq{pI{q4rtZC|hRn zuD^0LDb9rJP3wEAQ9)UCLf<3kUacxm>00^HqHN);2eGmlxn{KmunBYxgguF@{D57L z7)JTu2zNNV-Uu)|W1+Shz1d_e$^sWEI8E*mZ}dVS*#jm~UofYnY2a^RP%81@ZX(bR z)s!S*GGm-9Tc1=U-Tf$tnAqi`Iet8TciE7G9JXdaI>2f;qCK@{pjfXqM6f)wW+FV$ux3a>_KmapdW3%51%r<_ zE082$YeC&I(%i`|J0Y9vI0Q8~Cb`|K{(59>{mwoV`JB9(+M3-(>Fj!J zdxdHoD>C)**rn*l$4NKWU^W<;!x8bXebfc5%Yxi5wmTUIWB$Sn+5@=14?Bdm?6K8R z?KM1Ke2psXP2qed@uqfc*lQ;M3dhc6Zkb)u?dCCgX^*bcDii3^6@-cO^;>B9s_|rb zZMLatfIkuzoXLif37i*wReNqL+0s`lVwSesHsWYxXB(;8{O?eHjHD&KWGhMK;hpv~ z3aZ=Y9BPxG(>3#{9Q@&Yv{PgFr7r9oev4+;4M&-y7=J=I*L-t%I6^1paIF>2f92;- z9PsP;7w*`3yxzTM+D;Aj!Ue8bSNXa$bs4=xNwwRSuQGlal9E2)=TUW;iH%7VWXAg6 z7Z6*Q?$HhPKzW!s0OzW1YjAc&&<;!S%K0k|D=%H8`cf~11$XeNr=f4q7 z_aQjEF6_(~Xc5@8R&9pra(fT$C6X4ydw*q4KAytY?lU&sAB! zI-11%s>*^F>=Q?mr>d+cjwVoLZJmEC>!qJ~xZZQ0Qf7PzT<^Qfo-$?zhNTRD(>|xn zsCp!0rQzJv+k5_vG84Ja*#oSh-46rWa8hQ>#)&O$`aS1csbOK7 zZen6igIRzhA`3dTa#Xz65`Pa!`nv6LZ&9_W z^D0&Wy)eQXgAD)^X;l$bbNGT(2QD%5Uf7B;2>l!g{YG2g_e2T177Fs!#DiV!HAb&q z`7Qfuc{93G?p4``bw&5WQp`D9_4p$uJB7cm z!tX+SK`6*dg7lU@x4l{?_hHuQ^Hgw(L|5v`-o;MXLYjUcn^QU0!)IXsa8y2{11)B! zT`JwIqhq4juyRVBu}G9EcCA=%Q9^-SBOlu+U(8rP{3}&#$YhCg(g2H}Hm4tg^2tYQ zqLmqORO4|h3OzTEd5tXI$drkG8Sy(2ChCNQVCJ{?wx8J=?RDJ3QyNR*l{a~lwB4f8 z6Ehz!Ri??{=j(m%3MBuc>iooa@143QoQc?$?I%|qlO`^|%Pu|^UbMAkr`#13$<#`i z3Z7wMmVVahulc_+!2fRz=<}{r?W8%tEk$)xMZITykYW+_F0^dn>dURq;mIPG59+>do7i@bzQS;Wb8gCVu_Gvb{%vFPY_Gj z@M_~h{^YP{fMx$)4{oZ!4^s>OUjfTSN?s?wg`0K1{|R2X^R~aPm+wR?gI+GWmhIF4 z{Y8s(84xg5^*v~XvkQVO*WpJldym&w-ilY9;pD8 z{X6nNm}lI@E^aGd;5=SU=uAy=Ivum68SG9@FLVV`OI8UaL}xev7<8n91#*^ zrD%!~^Wj$eCRs37Ti-|G3>zU`Sk3Xd+l^scs7u0^8H|M0H9Vh==y2Wq05hlFa-Ini z(f-#>lOh3evkS5H^YicLRvD+>J^{+%J*SPp1l$I2tU+~QI@9(FeHE8AaxaCR+^sxA zhTx*i53bg~YZAZ9#1%5@7xTv_$o=ayfeE{jC-G1Wb@8~v=NX<({+ifBwjp~1ME4mY z3vV)1#Hy+ryr}G|5J@%vlBmbiz7gB=ZOzye_okmc970zMAW)6AqnRyYOJ4+}?AFo^){RH)qTUTdva1`S({2|HJ;cYpj2}LW zxP)Ls@y)NFlDA#UdVMV-#n5x|_Rk=^EbM8~|4QC&WC@BiJNhyf%o`?e_ZVARhy%hW z+|1v_|fWZ#62I8EQo=UuuTg=$t-Wm1{%z5Y#sMSpwFH*s&SF~`FtcHjb z^sUSzjG#syf*V{i@j-_z=b4A7U`lI8OS>}JFqU0$nllalsWy zww%x1(OwoHuI6p|3m*Y@Ypm7d|430{YFBbI&!t-I%IIJ(C|h_82I0BROC?IWUsu(# zw@EMd+1mCRvtws@Ul#i=1}uNp=lW;0rLmr64^E0h>GfOH(=_($_L-35&reXsK zca0YltW!brXg2oV*t~}JDsiNl`L3Pi;fj7`FUAE!7q4Ro71xR3hoo`w(&g*QA4??L z;)VwW!}LvO|NgPY$@mB$w%Ge-{9T5msurcCNWrd4vIojw*m{I^WrJvMeXJ*jdikSk z$_<$nt4v0BW2cWu!A*m1xS!0}4GH;ji%|hNb8+aq*C=>7MinOJ71@5wWabe89^KD$c@ygh5Q9#IF{1K@U!np{MQ=bzv?N)xawrr7ll& zMc|5}vmw!mFn`LlSG8#Og}q@3)iNS(36ouAoOne!Q`)-RNy%}#If2!LGhbl~r`mf; zsniEsPJV{vGxvb7$v_v>4_h-uvGjPh;jQL07l8zcQFA$mA2!GymfHUzVf$bxB zuq@kdCR$cPKw7R$ZD+o>i`X#wbZMMLGO;`4)Q_i=$?3Sug3foe_^ZtMK2{y)NpWQ$ zZPIbdIaisS<1lO#9l9c^;V}Uz>{MTC8I%>aL$J~?<$L!SOLD9FGWZj;X0>qcGON}_ zx_l!ON0rnJ#?Ei}0f%Y0sHs@C3I_?W5S4=SW!iOGckOqapR`q%Cpy%sD`C+w9*|V# z2AB8nyUXnU^6ypSw4Z9fj2**xP?2T@c51p$xB|^%GJQ}yR_JG->Z>#%Oxj7rLHfJX zyz0Hn!y6$$;MKGgWrQJIX4Bklkko}*NWCO8w|tlC6b#oaDTk8xxXPCA>3{MdhacP6 z-GIXqw5B4yCt*5eyh`Ye4~#bO{q&G;S&5oSAYi1)_E;oJ?PX(nsb7pkgyCiN(x@*0rJu9eJ-^yDt+3@TVmb-|}fUCF?Eb4#pwQ zD9#r4%ZQHs>icL3Np7MF2=NQddUiQvXpJfqcAxJRe}F<||A2~zSiRbP$=Vh~ipCZe zcQ!S(y+*03yT6ykP@+nq5ACw=$B3N5VuMaOo&AhbXAaD$ShnD(C2?=S%DMr}A|tiK zxwvHwkGb+C_@k{y8at7KK zAU{RbBDUqy1~y2%Up$F4JNw3_8ZC8@sjVR%I1B1pUE2t%on2Qjf*Q=Kh&h9qKU1cU zc0U5hF@GE`T2f+1_0fz-xYkzkr_Zpi%5mI&rcG2b^Ch)LcXr<0E5^x!o}Z7gA2;<& znuBbcneC>B+YBH}Bh13OdWTNy8U`cx$`HXp;hc|vcNPsO$8-<5=zh3LHI|-}M!wY` z0ht?l33pNhl`=_+mFOKDc7#d&!bvk2Q%7AqZ2wSxADftsx67G&-Q(KLn`aKCpgyp_ z1dh$_onP-R`m$o|xv1~IIGJdizPNYxPe|e}qa`b^mDd;V>@Hqq4zJ32j~rpJs{L>= z6>W7ES562xwE%`G+KD*YPdg(<+-2U5!`v+R_d<}_ev{yRZ~0!fe7o70A?7XW%LeM5 zGQ+xW3V9?EBzR}Dp!vL7%H>2=kA_%~r& zwyuD``mKS|{7<_j2Q)LKqv5!GaKJcLx-ja0iN5uJI(MG`Pw^cd>vf%Tf8FsdY5Iz! zj<6%CabIE1&}VDE!H{#VgIDJ@DRDbhVrsmkCO<9PU&?C{S9`_2a1ZO-8J-t;gGoCE zmBjiRPHTr4^KFlJ71envJXJR~f^wK`TsSy`849h6t(;fW5gl^j%7wDhoQ<(Kd}bol_{4ti0EM zUDPqijYkhL?wT`^j#}edt2ef&)*?YpVPCMdZPxuO;eTphMRCRSphc0T@nyHr-c`zj zM%R9cV)vmkFEz!l_8)g29`0}BqNo5gUsbf0Qs;P7#l6KWrPm<|XK8IZ`6_8DGhXIb zsvp4nXuEwm_ct^r^D36bQAMU&G#GJ9eRcPkl2}!>=9R`$zZ6>x6J&LY{;ON6FGaVa zWAFjZL>>Uw>ZB9#dERL|ABM+Vs}Fm@tePl|HiT2QZ-(&j#wFn?!WtUFz)aAVdfn_| z%;B}4@eXRIX|O?BcIy@FY%cUZ!oE^Xr;lHBqRx=f--9Xxj831niA*;FD4cI@!~i$cI7{tJB=la zYtxgBsnKy+$El0JHb!-{z2-PJusWfsav`|Pxx#?5djotA+2j&t;0#NsmeFa-Y&I~? zl0UV!DzAxFIBjzq`P7G!R(?cdg&Sqiqmjy#PivE=RtGQHozioAyCuoZx}eA$Rk8jU zlMTC`gXGqw>!Qo)EB>>nO=XJt{Ws7WkD14f>NHNC)l~7xW}vsOZPJ*SOVsIX*5r&g zc!loEsuJA!_wsus8MYzII9uSFDQ3t^s7 z&#w4l^GVn+p_Q&$en0*&IH6D&br33`JDtOrl+@--A zsipd|gK&IQMKxTM&tU@bOXsMQG%vHrVDyOr480!FICVW&1X<9fUpgTrqp91E%D8Ok zU49c)dL-c_=||o~zZVP*kVOI`(@G&GRL^zc`5>4(GazQxU;I@U{`>wM7u}H8;kc)| z@Wi5cC}NztaId?oKyAqmW~X)A8kr(Il0V>OA7VvJr}^P%i%XW)oXEae$9ZtK_%6Ti zS5N6Kcm+4{_EO9LjP;$+ z9w3;|$YDv|_z0y%#Jt$vbK62@`1>$N(Suh7llHB^uHHJrP1)<;3Y7~xUiNMwciU(0 z4?kwL&7uPlHp64ImE7-`Q)+2w6n2$jeub;oH( z^NP0D56i`eDbewp`QO#v?8Db-9fdN|@-iF#Ng?|#_qXzU72zZT_d;$^ZKb~&fMS^C zo!B;m_CE~dS#+~tc53a=onmj89;C%iV2*ItV}GON^?%={JS`V~o5-Rc&``OcTCLOx zoqVfY>G?{2mw9rx!K%GA0l!-3u*gJ}h$^hQx5l zP8XM?^p2#Kzt6m3c6dY~nH$(ny;VELQDlMhXqwhfI8$oH;WIf5kw6MsO0Hx0Th4cO zdhg#!dP;X#yt8)t`lZC&xOzXb%Ge1@82A@qqdtwKdbUxYM^gQ|QHy_#q`L5IqdtwK zda_ZSkyKuHS4{mG9>sl1;}aK^$=a<10_MG+xv2bHu^Q#SG%x;%i%MI~otBn6HEqvb zR8kZmXA!*kma-=ftXVjtE#U3Fj7U4<{?3FY22BOR~*oQHDR? z@eRnBqi*TI>h38vw+2Cd)@R`zVwdgYrciy=;tY)+mEBEH`P^OqQ0@Var0^;sUov?s z>OQ2@h$ySMnw!-K%)#3t&`WyZh5iVw$#2{JI1?QXVh#05&)Wj2i~08PoE|9`M4`Na z^b8};eZ<`*ri2Av>=M8!Du#(WAK&s)ZQ3Hq#P5qbb?;DQ4KF8pWy#sD=-|ww)!)-@ z=0M%UIjuDAzDuoP7qv$*Np8m;L|Ewx;YF;?Xk+|9Pfwc;zH4514X=!8jn9`CU7 zdC2>!$p`08hI&$eBi!<>=7qY7g;u}KH9irCDP6UfPk7bQTYkRPEk*m}FL&PU625r# zzMvwIOgeU}uv^RsaU@mSI{&z5>gNFqTXiImVB3YD(JC~ z;G}k5AAP3;Hr?T8x`z&?%=)M+SgFdc6CK~+V1 zqqIB=$_m4;X;J4S_s!@UQtZ>rASGWp>r3aelb~$`3ywDhre`aV`k^2v3j?{ja;h?-_L;A=@o`TFcIxgcSd?(4nq(fP?$C#>eyP}+t$oJBg zvYzLdz?(zi2mARmyZ9cYfyXUS-4tb!kJkv@*d!+Cpws2Am|bMa0V3Rr1^6!5DgXx?DT&bu`k54k6ox`Ur^!gAk$%5 z9~(GSbcn$FF()|+#LPx9b(c?J)KwyHO-2b(#Cd*wOK@4X>;fLNPD@2EO|c3NaG_!l zk%X@W+(Lw-PgTQ1gXm0C|t zK<7OvMy8QpRwQ4Le!j}t8An}3cyQYiIJ)U-LcTs&=NDqvi`~P0nJ-Qy|4`c7Hb;3znjOVeQOX1T55?6! zS{tSi5V=tA*v9Fxnm*6%ZKnl#@%XUy_N~mI30RVu zl6**y?KRX$6!7Y`v&$W4!j_shd8}=mU%!(2hkQB}mrca!X&2?@d;PjX={K-4z8*mZ zE7V&03+-JRVNXU++=x)<`Z=k4^1SzC|1;$_+I{W4;XI7{p$9DWl| z<(JRi#B=rKuW#bt)R)iS#8dU<@QZM&FE?!1aCe2{N3wDR4wxoC8m#PCLyn^ zC!gA3b*WnV-s2j=b%5{*t`_i_^HrqlBEQYGVprj-jA9j2cuuy2j#O~|vRyQhvAK~Q zE708*tc9e?a6mq3)2FK>)0qiFF{#|7DbClPKwKevmu<)QO?R^Pd0kMW_vBh8?a&c! z^9EwDIlDcW>$bm&c}(1gb=$U8xSdA?Ygr(!%rUHoHJi-LBeP$;L3x#(kZsX0bJeoY zM%n7X1Kcdw06La*Jm)j~_rHOf@(C$3jr^2IjeSPSoK@ne5YA)B=cLSCsx#d8s)+;5 z{m)66rHT2zR$y{tmOkTTE@RS6k_k-lFej5QZf0lXS|We0<8G3dns8tbGirJU?f$Zm zil>YkFS%bs*lOEe|7VPvVDL&#(cX67O*HZEjG9eW1M~LBwD1|DW(6A>21ZT)t$1y7 z_ixMk{eRx;wBs(*%!9WeCcP<^+!}2r`E1e~$G!-krn%BvzfO8Z)Q>ri>y|#Rgy`p! z-VJG|$*l=EAf1C=;{8$#dXtXjvfq#|9LI6sjjFLp zCj1=zISl*`M|TNBnSASwm5oE~*jn(-`TUVR0@tIng433$RigSfdqiD-5tRR~Ty z!<5wIwJYRPr6rb>{X50eW$#}@6s4%!-?gcqr?{15E>8TAx|ntbxa7OcGIRbokw4Sc z2f+1w}`$%2MpuAC4T8O^N*sFy1=+Iadti9rnk-sN(zW7VkW-t=m(NoUzf3-0T z?xeWgsIM;}5QS-~(Kr)7@av0ggc8S47>%+CljC8~PB}2FI+j)1x5)m`K*DG9yfv~K zBylv>{n~@@QwD%lZn!zg&6;}%!yUMADuu7JVay9CxSdk{Ky^1KptZW3*#e&ar0jPz zFB>X9!J)7q7lnKV6IsJ8Yz$j%R!(9z$IuH7bF++m4Iz7C(Ds(&7|=8#Blej?+ngsL zRs69h4sCmULlYB2efKEKt*QzGaatW392f?ggF*x^BP8FHKubOOglb?-60Fe3AjhFaqG!{01* zZlBxQM+?IxJT_Yp;eKJj!erm6BJhz7Lm!JV0IN&0*fFSa3B?U}IQaiaID zwO{N#*9ymHBRjdC8;{EqIYE-1e3Nn_^VnS00~sjS8m(mKbqGVbI-^@sGAuCsAtqT* z&q)$jwN1IJc?mrp5`4k4mJ#(D7>=1=x>`haudb^IGJ#?;q04`s5@eRlWWRO#p+Tge zM*fS}`wjMx5BAW9@`rrta3Y+mKT|3=FXpI4z(kchSw7s@%D|g_SrV%@t8IN#1~BiU z^~}zlA|CrOvu}&VO)85zk-+yy3T#aH6?$g*joWQ$|cZ|^1|LB;qlYam=9cbrq)ndqm--f)8X zV|D_X)8os&X5Jt_Jjm+t?85+ughj;cT*M z3y$2(p^M*~CgU*1#`QS<(50gIq24C;rABc))#G%WT*ciNUrFgbOp7)!P3X|KI;S-V z6R|))Ev~`dRXsU?92PpSn`Mn+=tH7h}Hz1LsIz)k)zts0Vs&8M|T!(s3 zqFLqM>Ggr*FXXXy))&9PIOJ2=zNpu@k(JBw^Qk8>P%58NhY?9u)dBJ4rfSvb&KCE4 z`vT^yY`w)BqBE6mv}&64Phmo%k=nEx#)=HDwDY$`s>&<;tFhz@3d4LU?TL3HW%;WK@F|xh9Y>k(QGSq4(f>Bo3nd=`w84)O8DPH$8 z?ymhKop6|JJzmmhj*GLhs{?d4@^VT~lZBUF5b8KDDb0^rTLyNCdDEVl`+Z?=P{CEZ z#c35Q%xYidWZCbpQp7>o(jC_SgSU4NYvRoNhpmbz2tg50kc@{4Rm9W^QXyn&t?Xn7p5`~qVwxS%GnJQsQ zCe!yDTHAe|=eO7UzJK(0UC2ebXp)(^@9+IRd=A;jHZb$e=XrIBV$5?gep2jCG;k(T zqjs_450HgR$Z_1L|NRw2f;0G9xE7_O^#;4f6gh$!aUM8o3#?eFY2Rs}LdV_<0Ufn?p+yrR+LT5#yh*;?H;sIJ z-eCFh0$E;b19|f8Sem@3Jn}9bXkwMf01AYdSjGA|i>PcvTUmPiy?r5;NfgqG%^HzT zpo8v;AT9L(Q6X6TYJMJXiju&akv!|+(L&K?0P;!mcyol_Z7p#I!djdSfKFmx1Ca1H z!ZV74N=7g45VI&W!m^DaS*dwN!MDKnNvoti(m~8;v)oIx+FpUC6!Sd- zhXh1wi+A~yYj?qA+-Cz(TBPKNvODV$2|N5g&oA}V%EMD`na-lQR?H=%_bgTz{kfQFgN-xvV;8LW<@-8+-+T((UL=_nf{hm zQ>|EaXvWVImhh>dFxtyzg;139Po}ePYS#hK=zRkyu75W>luCFm;#PqAE&w#V3Yzt^ zOpPS(xKJk14ns(sv-GvDY`zSP-mkHw^v*9to2V!QbYzn| z8B|zOpYGl_u+leB0;C!AI_ZQrr5ASysDvN-eYJT!|M*9PI&``s%`A0t$dg3<9d^ne z<0taW45=&v5)S4XSTpH_ZU7)so+jy$P^4Hq-NAcvIAq4=@;C$fV<@p!4pO03 z87#C*R24jtR=s~Rdmc64_7cE`W<;5ho+-&RnhIK6e-e6b?1E6~LAe@Od7*`zan*OQ zFF9n4$BGYE=A|p$gvdsszhzWMnQcF z7m2uhOoPGIbpb0$r<|wD@K0?`SX90^LkbU6!&~0XjdC;_bFxx*u6XN4w`iv+GJRv0 zDCj&G%KPrQEz46ZHx47~$Hf0JvOW8wblW!LgaD&B&>*1}J8J~RICR&3BEif>KznWi z`@)>73Rgos#|eDnH&VvSH1~)_&U;1lo6V zMrnz7_WjVe(brMKaSW(16f|?`S)K;j(Ald4mZ6KA9c zo_vN_4el6VzH=RI#vZ0N#eyiee|ruWy~t@n3LC?kW%-zMJ#tLoajp|cs9S+B)9&gJ zoyoh9Ak2C8c1IoJ)(h}XpM((V^cAqr;mzR};-1P^ggv@AFc0VHe>=kEk6jse4|w>W za;L$%en4$EvmWXJI#dW7z7^0Jd?+;oFT%e=m4oa>fHF^WK+@cW6_Cp1b(x|;|0e^> z2Llkd1#NE=BoV7>pG#G&??z4k5>7Jp7lKa&nzs>aUSY(HaSdZJkhW@}XP_0_Z zGEL6IGk_h}iFky3yKLXCu4OR3#tX_L$k1+?Q8vvnL-r)@z;@UL!#)sXGnBb^MRgp= z;yWBS`~15O>@H9RKHaXRhR)O!6tA+YrtCd z#0L9mZqQ}XijEB6=rgOR)zI;97IAMtAcD$ay0Eu3;T3^j9Hm=Nl~#gcL+qzYzf_q^ zJ#a&wseAfx%znHRTF4Fwow;t1@o2kn!{^8p#k6zuoMQM8E%M$qrqP0sV)+!&0_wye zQ+3n^B2!hhYUG4TUm{)!qKTG}UzLN8%BCyaE~fAzp+!)r*iw^P{tBTvZ}yKc^tYfc z_)mWks|4569WW9-EIA{8sB=G=Wm{-UAC4p^X%iNb{TfSAEPEmO_$%x>EGOg`?ybOT z6s3O#-k@`f8(+=%kbA2yZ66FD7hK1W|M1+#@)UxtW}Nb(=~0k9ABT1J2bw(npK}^H z%$X|%z+3&5S7yS7_mk1<$7i22I74887f!_|0yF4$URg-{RBDp?jHCb#;jbjcbn2n= z$?O-jGA$F?#q}})t*o*`j%j?XU)nE%oh!^KGc{5eFDF#no^~#3p50kwg{5)Z8 zI~B4Y6q;ac5Ke`XLDnvi0BO%9b}+pTWTY8R*bkKfg-5QzdB*Y{;{g{R8g_v((FJey3tF%;0*dtall0(r-KT|NV!Xe~d%+ zcc{UHfZbaZM5KJ-C)n=x2M3{gbcTEM(RQriIrwc(YUx7>F!OGwlB;*C1+!?x)SeeE z%c)CCeN(3lpd&!kr&pivE0A(m)qH2d@|g%yOD}cRyVCDc@kXI&j#ongZx?J_F=ohV zl+s>dCZFTXXL6LQs$%G_abGTqqe;a>@89 z0S7R&j~O@Ug3`QS^s}cwtxWd)Gyjw9L;Lq1%Kqd~)u7`v%(@-b0;tc#f(&4|B)mp$ zt-eahTS0cj6qC65{<5DZ04jK#)b3~YW~L3UpZ}2QsZcgALa&HT3UXOfN@y`G3Q(Rby4tnVdYjx zq23au0SjPKd@bc;i=+T@u(<(9q;h6vs{i~9*h&6GK!bdTFdDEccF*Pn=gv@8K|(0d zmHA=na_2^f$z9s9zRF8frS>mBPq;9yKjvnzLk(v*E1RM~z7*}H_7j-3%wD%lu^Iwg zVc!ahH1j7sDG%vVdeLtZ$NIN|y9uBKo|#Lg>=YQa5@v47kGH;;wq%EE)tD#mW$Mex zU@i${rVNR?Jzwwo^MvyQj>sVY9*&=ju)vyx7G~N{(ARgi?zNXPFT=i@X4}f#M|x{P zhlse}Ee$))xQp+EM^<;2n9_ZO;>W$MrxJpxJs^aWUY!0hT;>VW5+S;+9^77K{uzi9 zRjk5iDW(}w&t&AW);5c2gGp#Tnks$R25N!(shsv$>L)U{3D`Rv?i!=aX#n*Yfp%2v z&hFt4NnOjJ%sDx;C+1EqXW#P(mYWx*j{N1Li`upv2DBV=yN?B zG{697FaD`u62t&>;sATzeT63o5<6ejJ(@% zpt#)w8j@aRn%azuPY$mv`{eR>`$LbPtc>Sw{gcfJPMTN6I{b!YNM&=PeQ!bXVA~-Q z!11h-=B*UZ>ktL{6l9#`fa~S)dXs!+`_ecR4C+AmJ&AeYhh9@z{m&8W( z2M9RXH}teO_su5VuU*1U1=8N7Pz#R3NvhR-C-HpSQ)LK%i;12XJbsAU){*vg&+@EQ*6bPwJ< z2q-W_0y+(c@w6{wX0&_Jo0yhP4rNhgbmfFp)#KNU`Vji$;$N{ikDZUf~L z(qh#zB1eeWJRNE^k`OtXpICRv6W(^3&vut9cB_oc(n zw7o~l;hMkm0r@*=k;CAk26~}7l4Ek#unLv0F#muA0$S*;oH;@%jBkMbRao(q@$bYN zph&tM9ZOD;+dntj7rxt3*FNm_rg_Mhce?WFDdm=vC+lW791I)-!O7D*A>#fGI%j@n zd^ieju7p`>zsbA;xv#MJW2G+2&XaVef7QKP_JLnAiw6JD@bE0#> z0la5YYu^+yrr`*8OT$`#{O=+I^Bg=ZSHzU~+~$Bj{LwPz--o^WnPaucTh8%HX`;`LAzOo0Ka`g7`c^RMC-@w{x_cNq?jR58fN0DX9zBn5Lf zc+Q(}YF;8JN5Cr0*(6pgp};Dv7T^EXK_}G=Ufov*e4~ym>;~UF*izGyw|1j19ccFy zF6&Q#=Ou+3+$3GGz2kY%H?p~uHmX~ZDTl{;!njJY>I?c^{^5Y!Od%yl>9sW!HpGswpA#>B>WdbDWfNKaUhekmkQ1;N zt*9km? znO2egGw2ws>$aKP+9l_15^^c?8oizpToo<7%Rm^Ze|)QAM`b~XY%;yM8*m`O zGG1E>E3&{hvp^Xx5`$%1MuB3L?G4JJlJ&d_;7!F#>0hMW=tD@yY|9|?*wJdL()$RD zx>|hER-{PmL&P2v&slv*xWb6%L0dJRhGRJgG9A?<03lP0C7Sk}!;%)v;TgcO&7>^w z^op33gJ@m(X=7FOZjk3V!kbI)yvMi-&jJlnKRZ4d=Fb@X86>HQ2f&Ejg7`2O7_1K3 zMpPaN$<8##3;ncW-)n>{9|j%Ox@P@R*d;t?q34^R`m)Jb2^R#HI$gnWoQqT2)$%;0 z8z}AlJYk|R)0Vys%-ycSTtgVue0ZN@a|6A^S6NjvfIS?`#(PIf`0w5OLDAdWd-{83 z8*aFU5E+@^q#LNy2xg1_F1xO4ma>@p0ILLndzf7&VV<)O~1V4wwckWmefz> zB5(=5qJuK^=oki!JG`Zj)fp^)4Q8sMC{z;4@k-v>^DT4lKJ7$g*JIPD6u~rlR)=Cu zhH>W}qc$#}^Fw?5q=2Sh^UJIVT;{Z}=hhtLc&lM{bc1FFzN zqR2ADEYSR$91yXmv=B4Kg9Zca^A~zRcSEJKvE~Q}1Rw`g3XiICf7n>UxCHk*0C?^n zN=qk4&AMikT7#xROVkz>PiE2q%Gu1{sY+tMAzGiThluOc_Y)HUD;_SN_zZ^d$z+vw z?5*%HwSKm|fc^l;k;rUra9E*u3M`U^W7z;GAOSR^f>?2DJf$v0rzjT=>iW18O5)ZE zNPc*rs~BZ3u1hcJ36$_&8}yYP@9!A-Zl7rTC8!HAz@rkC>M?%vS^Fkange%f2tr&2 zzlx(0o2`fc;oINBab9+j*-^fLx(4rp!oGPb?j9GOs5J>%SUnbN2`Qr&>4_^aWGmJr zOrX*YG0q@dl;0sN*5X8sV&Rn(ftz?D9l+cpIL$$6nXP)_*i(iDx6iVTxaV75>%bZu zvs9FWZ#KY}3`cSBE-cN z;3yLQ=hw|Yrry1R8q6GulSoHKX%EK^>22I?Q0a=*$Ry>wuw&dnQ*b71{#}68nMCs6 z?xfck{nC%c9reBaS4X6QwYDDq6>&FKfYH_A-FLZB;3l--9-U79xf`98!ps2!xAbQ) z=7rlj`RaI3kG5at0dj}HCEPdg+Q)fht`RzWDS{#f!E^3lNA)b2{yBQ4GnUnCHF8&( z&z8BifVw-s2`^O61hCcZtfsL_bwv8H2AMl|j`>mInqw2?@sqEaPTue`}|5daGK0El369m6t0a4a3sZq=@v3!_zWGYA) z>b-;$1>idguF3~+HXU^HzTypLYPTrki{!X4m3#*EY$L&M#iypQJt#cQaMr%S76nk| z5VQnC@Kh=F3P<}0)u6s`SnRT2fg-z5Jg=Te%)L6YxE`NNRlRplw8tD1yO|hm#*dae zbq@D~hpyxYm>9%t<-A1C2Ug4Q!sf$fBc6aPsi-u zv;>RBq6)a#z{#&NFnP#vjv^Dy8R5Gy{{R7@<7JooL~972rbnFS_fvb;$_kb~FFC9? za!Q!s@61wm3J>Oh%jJ)NDX3%%olTNswChzY+L2hqek#6))gw)^2j75p2$qcX2(&0s zEd~jE*m#MIr@%3kUjfA7@pgUlZU>8Gl3GS?fba0u`zq`eCcRfuIG=v^fFDdz?D+5~ z6yaUL04oHF5O}R z1wkitl2GtV`xvraBwzH&Fa2X^3qQ5~?^rPY8@W-+xSJvH-5B6`P@&*hwa8xL5Yo*Z zt8dTtwo*CZKn<|#sMfsV2MEs&?! zps1?ijM)BA4)6bprT^iMI&g54;K9PuX+(dV1=lQKTG2V!lQeJy{>jXl6puX!i}?!F zv?Ix7?J!!s_9fCIRrgGRI_b@JRd%cv{qaw-X@h_Yn3@at4MMaDUgPVeF~KnFDxC=7 z@*C?~fCcQ?0)L-o&Dfc z6N%@EX9H+&mEoJTWt#pL82)zGX6$#C&^`v4``TsW)Y<&U!n)y=pmObA8&Z5oq;EoK z?@`7ba_nIQRPtrlIkYDhO*+Zccrgrk9ub?Y#nf%G(zvXwasYDb#F};^K0WEMWaz;O z(YyC+4y3c_%|tZ)UZ)6*y3ZP{Am|O!0!8%lL&mfqXzWEtltih4mkMT})O>8%A2w`0 z$TMzB6RSW*oQ7f+%jYc> zHviBb+du^7;n&1S^44d|Zb_{f@3q<^o>I>6Jot{8vQ2 zq?+n&*}pdNLQ(?KQCGamM1-j`B8MsVcBt*4+2x?$!HqLrH}a>|5xeT1oJuA zjWF}>>x|aQR719BJe(i5Drodx=W`p?zsasOs96tPn-CB2JkiGM1mCLp#)Qs= zKE;miWmp59X|na}xT%+gL8`FEz6RrXImxn!R)2CR3yd3-E+-FUBg0{hqXi?VA83~b zN|~1_oyEb${N>A0H^Li!k_bX0n8Bw7RPnC)Xk@Vbpq~R|EmaM3C+^0PwEbvtp#4m! z|0LDn%tG6%T9tDF#83sC?w7&tAp%bHu;^UL))n>k*P^vDU(OHvmi~lB3bN2G!!5&#L z4H$RV?St(3UFf$b7#FBKoN62*p4IG#Mp%F_(xTqP5;<=48~5o{I1F|W$4&(q`1t^0 z8CI;gm_QY`tZZCXXaZenkEIGUJ*yv@9N6s-gZs-O* zY8m}X8Da#y(SGYWr7a2)F@)8A41B@zl;8(;wt`*>`1jnV(lZ|kW-AvA___^l7oIRV zw<7ro9A!NrRqJlvf<8t1MBx|N0?nyLnZ|8j+nbc9UHKwihbG{^e|b@`q?|fnzuX4P zyQ$A?uRmc2+#o7J6{#oHjMD)L{`S+#xhV(ZTEvsT?&kWZ8m*+HMNpJ5ud7@=gtHh& zqPp7{QMRTzd}ZwiFu)(v;O7COx`Nujwh^RJEfSc(K!*4kyvJ5L8@`*xI%F1?lMS!K zo_03`0?b*nVA#j@J~i4b4x!pF!z*qv+4p_a@!bCIKw9FO8{k#QD(+i(uRi8*guq`E zL*!S0`=J`~2AbNJRB0>`qsm=<-80KpnFE|c+Z z0RAuZVc`D(Z0zbeGk`t*Nw;XesX8;ZmQp2F4fg2OXko%CGO{#>-a@#xCb*K~Ttl_{ zpeY8tC=p}gk4|vSnT~rb+5_L^V6VXfeze71n8P~4b0wW~=@?rqy|c?=ARd>2g46x( z8|!M*E;^=C{ly`9l*;^QVKnKUM{H{TGnLx1f3R;!eWPxq#Fv%d=L#qj2gUt@ei-`D zPLtscHe)K-5w#^U6@P+=2eV#&fsdZ`1NRW@gq75y^WR+rgTW2gDte&U+ItcpPj1bbNhp{3&iGO^o<{B)Ta8xau`$)K590Hj_zS zDb-}0dNXx44Seo|F1FUVS)&Pah+E~gJUDe!ZI>8;m#ExP!vl*HueWHnD}&&_-(uY9 zUG_830k9ku&#RSggH0FFTpmKLg1P?*a*M+Ia9zSgf+;rnaomM^73OTX(RlrY32pr* zH9Kr$_pY1i63jVc5qYd{Ih9Mq+E+rx76^mch^8|>&H5af8xNr!>kJ!4sdZw17^I|2 zAf@zF>%os4Bs8vtVIMOA5euM@Z$q?dHz*2}fM z!u{&egq38aq!gSIir0gslM#0*N!-y%2b$dk{A+|#&b)<_2Vfc3qeLw0r^~)*F_wX z?_6UtJIAFmM<8#`yAsf21SxUwS2a41%yOr%g3S^V_LfT=LysTV1_NXf$+vV zR#B?`!ZNYrJ+23r((}f&5>X5oK02J@ZSN#8P=FpyZ9SnSIP1v$$=)D_iqomsQz@03v?V@$B39Wy)CopHchGBi^X))G<Nes2)daK*`$D@v;S})ZiQc$Jqd==qW)@P#=Cat9ga}e#U0bFr zRIIJ)Yqg%R{MHHj_jBc!pB+rwxlkHA4S@F5YLH$9X0@j+2n1xEn}ASmKnh?#yV);= z45lwM_7^E5X>gb>;RT51P@kVmF{l>B(O^^o-gcD@x0GG?(T0n_-Cm#9HPAC23^x1W&JB$ZHmiuh0`Qod3^Iw(*Ka2)tQZMulT+G_dKR^x@!;nQh`$W_%GL78 zq7T9HndAR3g+XA%a24Jv&({wtqpcqDew=5 zWQY$AYM}FZ>Y`cRQ@Wj6W58b$y@^AO97yDBr(Y(@?jK{8kPZ1f*3*M}7S~_CgL2&l z*+Ou{ChBj>0CMR4FQUXGunp^R zO9Fm;_O?#>YHH)!??=i{Ufixv>GPsOjXUGt11X{mx5SOzkg>l*U9mYhp>>#Q5;wC- zXmO-}iB<*NA9?`}paPj6qm?;vHyNvujorLg27Ql952YHVJ!>>)Vv9nmfAj4v)(C1_ zPHpYUJWdPDw<4Nla}W6MhItQ=abwn)`D5(=p85T@TmP8YX?BCdJ5_16Q0qleSrDfn0c!RlMq3gVb}8aba(KV^$`rOY_}O@Wj@fUTB3vJNuD5Ni zOpW|9>pv^bY!tNl&~u@)<}?Zz)U$wH{KzgtcjLvl^9a9pbTf#j4Jk4V0#9L3s{pV~ zN8nxod~OAGHan4gv**XwA!gPSban_b>mj|2^f^jTBBM5vn@1D8$gL$Ne1^!6L_Zbr zFAkjedBVv>Sd@MmqyXQ9gV^c`$nTPED=-z}m=ZM~r&OdToF%!Uowfr^4}ypg$OUEo z;Oic>O_1Es(C1GDRkU3eRv1s62ESMIdU0#HJN1cki_DoS8ZbkLDzt1JL?bnRY=*Gi z1kGbUVuyD%9McoA7&tU&cE)QHmUl3(CWYftF?bgE!fj4%@3pMAUwV#9a9?gvqBDr_ zQa*eF*FM^0%xq}`?%lj@uBV*J+Dv7qdVT-63{byBc|~@`K-Gn$l`Ffj^Zkx#rrTqC zE^0XC3v9t4D&lQWB;xmIqX|26@{sLa(Y7+bjU9<(R34n^Fs_ZG*;M+)Z_B3wcPn2Gy<(Sfc5b>qA8-`PC8@{&p{aOd$w@)yvxxefLA1n!jJX-ZC z?GIbw4T3)ef!3Xlr#i2u1{t>>uoTMXh!@Z=cW~Dbjr?h?Q_f(pm;Ds36)C3bGt@@1>nXY&1fiw4?2!-m^3N8SJ;(0{W zQRwrj(CMQ0nN?l&xEBzqmURu&D@@ZEe^9(kGx2-kTiA=K?+nE(MD%*6a-mSrdPe#w zc%684h<$sLe+)S>fZZLXXGAe>OFA7On5o*~74Vk3VL~8l(YuM>knSX$hXfy(_~5N< z+;c+;*?3h@Jy@gWQ?U`nJAg8HI9CY z7jYg0Sr?B3x@Ow1ie~}z$_YkD62^x*OXf1L0oG;ci{j)3&-oL#!4kl!G&52Z*KYlx z(ulf%60NsB8BUsvV@3z((AvTJ8OiTlMW%XKyJsG)$n z(J|;h1EQEKjDLks7h#f=RA*vB!^=C;uug3b0 zknFu!Auojb#3=B>K;>@MAmifWFt5tBeFV&_8u8*}8BvHe$J?ba#22`JOm8uPcpeIWfDNWfMeBCVzB&?cETL zR!~8&#PV6GadJW$7@RQ=~SpGdslOQdLKT& z8U;fsFHE&w%o~8vgYIP&%4TzeY%d9&)r4@Sw&}-Iuu4z_!C;~)n!F$mzRz1F95sGl zUUqI^6m0)MhjEgYIH5wkYq;}Ed}5fvR6753CGbROw}+hQ*{JW zy$SLDym%t`*us>oF#Q<1SNgC*1U_6An*{eRznzwbTYXbL3la%%hGDaQau9l0t(K@?{(!(*f1YrIeFZkDyL{*;8z`e{Jmp0S!DT3gd}WdY zmI5Y#04nT#a}tk5ErT{xIJvdf7Zl^Cyg06BE`d zXuxQnEbH8EG`YPPo6QRp_6(XQiBh|jfk6CgltSGGI&6aLl4h1CokDG|q|Rz&9=pkW z`Bh2;M~9Qh(=fcZ`-iRfqSOzTi6V`UV%4R~lf!FHGV0C$Bf0whKLvk9i0we_a_Cx} zl3nApqEhd0naZAN%}r;urrE+l5~Pe|ZGf|#Ol*xUf1Ln{`P+$VW~Su5TC$-<4osaJ zl=LFx*-|ieD~?>(-`p6V99F)Rn00s;W6c74@ol)Kz_gz=q4=qdFtZ2NK5wmXK@z~hotkd70 zyoG_aNGUHu+=Kcn+-xD@+w3WDdY&X3OtBysMC1wKSO$^(2wN)SVR05pv<%cDMN%y@ zpO7D|vkY0L31buPm z&`x9{WVJ32x>k_%MKmjybm58ku||GNOD!PfYkJMBPsJ;#extqx_eh4tK}VuRbl^q4 zAv3qBdh{ z(KK>$+&)<*^D0heIc(8#;i@Ir%12WJ}8eAZt@s6JFPo>KpTQ62NU2Guc( z18d<5e5wNO3k@oH1%-l77Uj^ONAl4OMYBaE2>FKeT!16p7=N+C9_9xq!;=$L@>@_!B}BdF4= zNn@H4uszaZ9vsLM+*7at2+oro{r#7iZ=no&2X~Qrv^p3=$^0J8vlibQwb|e#WiehV z1mVf%!x)I-gzQ#V?k;Ik zP9%JO82L{T9)6F3_VS;=!hmn!5AC-3i5~!7Q|Zoh30Tj;(h7B`Y33^@5Lol0h4G}6 z4o0Dot$s(J61PWJav)}nafFdx0eY_U5#F>Uz`2WqsrZ)6ghh7&j1otI$f5w8tM^#3 zV*=*`oI?Hg-w_K9QNt)iHkSQz2!2#BwGQ_XiS3tx!O%dpvhWco>T-NwvCZK^?KSz3 z{l78*X!1`=&UnWThmv~619Zo_&>7F$9({;T+>y$5uO}yh?1rvc&l*_#fmHyv-VHM@ zC->ZtnT8YBeFci<*}DZg(RNc3chwhrc^~Fxn9mRG~5Q4EJ+9LH7a#XLTl)uu2Yf7z8LC7n~LcIdY*k;hXx1Mvr69pdJE#D`fSy^&v zEx?gHjnX3_gH?mF=>VpSH=aE^{9B7dnT_(ZhNHH1XOuvnxUwWv55NL477!jaz$ya0 zkO;U@4lMnLvWcSC;98D~@39f;NCnd?n4v`IH@cpu=g4M=LJiUWh&7!EJU&vw)~Un) z%XiD2lYl+|rQ>tl)et+>qj#y|otQTTgaOGBUWgE2S|vR1rwNNX>Ft+O^txeKZeGuv zhb7=5Inka6&=ZUGn7x8~2;zVf6{v!qCL6$zH<|6B3#Oe7LD_%SZ6pIKQeS@cJEuCI(o=eeDw#7l$nJd(RWLH_PeA+Y z9Y-w&W%pjeLs*seQHj`#;+syE9tq}VehH$?PTi$fX&61$^a_{LzwFxaX$!?_>PbBM z5p{x`6m_GM@p;Ou>`El=)RU81#dE&0i=lqshZ}n3R1%AN12>$sirh&!X(x5?V zqlP-oZeh%ZN%k#FE?I2$&c%FaSf67hFkeSe!i zG%sMyv1WXR&_U6>mM~z2o8q4Cpys^B+{5RH=l@F0@epmMz5^Q;*n8vDoDN<^)d0uo z1vRJq^YcRN&AUsVzo6y-+=2>gZrtz-H76|pc^W4gg4`B46{@pNCG|saXD9z1SOH0a-__fUBt#ovK>0Gei#Ik1)Q0lAL9aImH8jj`kM z%L;Gn%7fkA2Ul7Tugf#qUEi+lQbah2tXUiGih>M!m#5)jdECVnNqv5ub+?vv+1ZfQ z-@~Ydu^PdHH5=@g&=kDa*$AGCv&46KuanLN=w29nIgue>fuK8pqY>ek8k;HhSel&6 zG27Fd`vPGvYOta{-;Qc-;N^jG&;0#HLC)c@7Fj;~Rg%+eIqvOysp=O}_V3C5??=QR zWR@@;Yv9vtxq|5>Ot?kj_%Ht!C2-p;DT&>c}s0HWU(Z5~vZ*cKf>U+gEEN3AucMlM_pX~2c; zRE5^}afyL5CHc($fv|*?ltdoSuSpdz(OK|nm}Y6|IVT-@t&`IWaAGrBr1t<8L~bnf zOem3iz>GrB#$? zORU~IMC!2?cnWceqgjyn{v9}AL+M2AJJe#^GLa9!|00a1KDWY=W}HJzIg)w-+c)UV zo(oh)NbxdDGX4v^@L-pRqAW_F?!gL}1yuhQ5}3iU_RkZ+?qWvD=(X$%w%tWKVUxW8Z)H zpEXcE4m}?wr%!CqZTCZS0`3l(}35`UIDkxXCiB*l#V%}>^hk)29 zpZ!FMG!pz~7#*OsVX8wJG8Pzhg%^wVkQdmVq_h>3jrrST38f$o14oM4xL(O7*50Y` zIXW*_tMr1SBIf)P=GA;Czg7~~D>gfv8<6Yemf{Y(aHh=6%0(xQ0A1)F>~n`%^RW;+ zqAGXoe$Jl>NJcQs194w?OzfROaEPW$6k8Ijp77>%)MugI17Uh6F1r->Tvka$P`kC6 zg2~S<{=x_obRqk-WS8|bI2x-UvrwV+XkJ}fY!pz5`J$M+=nbQT|6;J@EWFF}7EK}o zrMv}Cy&Ll$)ttN(1wI1^jdnS_4<=E34Z>E2P-iUARXV!=Z7MsBl$xi=_ZZV$-vczV zy%aUH$$E=hky*6ce%lT@*)C&zL{2xrb}6Ye!>Qg-oGB5C|uJbo`1K_&Np6? zU7-UTs6Bfi>CI_->u#uQ%Ak@%?oLHmw7)qmtOcm2@%znkw?W(qDuUJR4_Q`@{cq?l zJa?;L0{Rhl6i)l)#HIEY-_hblgta6KDzuH=&=uTnD&0ng6?1ok>V6B*UMdR$Z`5~% zM5iUT_ATrl@rP*dlP{WoX~#nYq$%f`vRkeB1juN zg2ZDCDDkx_y+9adc!eRLg!B&Hy|I%C6nFMWkJj5{xrpm75X<4zS-e4YX{Ox!X?MFR z7*&V$WOPF&9nsns(w(7qp`x3W3(38COo(zR32Yu%7e1hN8e{hVuoswZ$+m5@h@4Vu zN_)Q@49mNj`Sg17PDKUCcW+jL#K;kmYsJnTDhM%7(4qTF>$r0f`x@};EE1*njZQkU zB8lft+%7vVV@}A3k1 zBBx#zMs1hAd2d+ZXfmp8@&aTg1hjC@?7_ye(qp_uaZk%9cQD={$ada<&eYTK#GOie zLg$On94iBs-8BH8WF86C7lE|-BJj^ai8hEX4`sv&5f}=aIqo794o2+8NC~QL46|B_ z72B^QgUl^jPp__e8s~l5e*SX29p85Ex&1ZW?OV5QUtd6U|jqXI*o%2S2zwI~? zs4hX?=l}_|({xmI9Hlj7wqTG{QY&MbsnI5R?|u+>0Q?%(Q)-k+Ea)z{RekfiYedTp zmckzIip$CRdRfbD7q{4`uDWy0qxJGjg`YUOe3fM~2P5IXbEIa4X{Z00))qqWR}F7Ri4#Bbh2 z?H#4hV}>djjOThlMC-mSYNsfb(m|E+i>@vVS)K?ch$lRWyVYG`;2-Imd~aX%rLVi5 z+X}1eEY!P>qs$iZ?mgaO(fjv8s^J8C4ElhlZZsx3j-yzkMXiSdi;okK8d0J9O+S2Y zi%JEu7$gNXFbX!pP9fqMk4KpXeUm?5qo2&Y0*;QO$4C6+9x+*$Mel!23CJLAFGQVJ z7p+ZtnfL0xr36m|2e5P!2?Hxd~S>pV}C4FFQvlmFa@$7Tx%AwtjUZ<0Y1W-qLf z9Kln@6&_nVsHr&k3eB=vik+r(>g^FJjQg5DgC&6Vcp5SRRhoZo6xd~EpFFX*Flb0Tm;4t(+=OHJL%8A^2PamGNtn6Rk#khkdblisF|#$;hw;XM zmT&*YAS*m`us9u-mdDQ%!qJ{l#$}`J5Yu<2WVnC$6WbQiE~*_Ah;mnx9|>6XvYE;} zB6Tepo39AsBTTge{m35H9433vhuF`;l8d*tf^cPe?UOO7)#nJBDDb1AThC<6 ztSc)`m}}nvMtsE!Xd?!Vfj!)afN!os81VL?18YI87@pzLk=_p&?PkX|`xco6g%0`^ zr^(_!h`WkInSY|!o#F8nDt~S574PL!6ueoc{)}mKf5O@jf=PaVuvRa{{wLu@lS2Szw%MBJjD0IzlIM{kam?>CEB1M zomGO|IDV0w4mzh7`ZzqL)We(99P$JhJU<6hw4T0F5>fL4YoYe{k*S7v8|2=p;Za3b zMX41S7xhOC7Ov_U&VjodtMjJy*B?rC* z?tR1{{v5DdIcqT$oS~3Z1@-5N*6t?00MJGNz?{j3i38-;Jy$05txDfxuY-OD?F?2#%9o;e38UkLUxxC&o*4U&)uCyXq&D- zLQ9lOgt_Z(+^>f(&z>|IZKVq10|e5^BR>1BEf^7@D6>BkSW zPwfNk4fHr2pPF7t1t!Rh0hQGQAeK}5Y^@EVmg)gQY_aro8SYzDXZ=$Fv@moftqL}G zH(=%k*V!k5ttimM4@bOF9#1I(_mF-qs2?}0isGxsF4Z(9R6wV~iyLgJ{?N^rGd)3g zn)a*_YMWt%{1Ob|Q0X;cEL6JkqX}~;6_NujjBHULdDf&;m-uN4L06vbMcFHbxkg`M zqA63#UHBrZ$V0li)5q9MSYlYutROUg`l-p6vPEfb+dQU;L_Y^zFMAt`iZl z?ml-_RdU~A=%xxL3ggBe#HYU2hK#|6Qo(fmsJ>Q8&lqGpaZgbor2>M>cE_j{p08Ry zmELw=gqdA;dK&juTone|*1UI5vDP5ZDR=97{$lVp5+rlylbr38){N)(&HefoA3iRd1p`)nj-I6(;$2kvo`Nu;%J`Zy^b$U$qt&OkuDf(%2j zaQoc$iMSi9_rFn1PKt#Pq(z|XE|t>Gkc7Vrdy$FgPCVu`{;IVXgtVUYvKb^@IsQO8Hd!^5aUH8IgG|RX)E2`q+T`8IH^EJ(0@chkY7_kEFBC-AE1@y`Xf23A>isRxZ^f=5^sUvq zRR_`9d%q9BUgXZd{pJtqX&mQ(=nUgB2#BO0IMG?HS%^E8Yt#Q?whX_{09XxFmxQJF#nJ^+Pcun+r z0|?Ryo@6m@{_uca6I!;CdNs5(f#T~0hgA@)xn`WWA&RgqrXz{rAEcKDky+5;jUq>z zkV1Thc)>qBH^R{!3wtaNs}p5GJeo?aLx(K>6s|pdfO+*Ez~yR4AmaN7;(0N02BX zBOr!F$m#L19I=pER8+uJ*($~al0e#eG$IHRD%nnpvXq%BVM-=*-Ya%H&-;Ep?_a<3 z`=c#IB+1M@_kCU8>$@mT|AIS})jDRtx6_@r<@7gFp!}tPrpZTQk&;`RFnzSS>gGL? zvzvVUJhbrZWcaN(5<9m$)%S|T7B(_1JYs+j-87pJmr?vI^O;4W7vBdVUf?i;@(iM# zy$Ps^?8KCYH&5XqaByK3P+quBJ?&JcSTEd1wB%V})~{HA1K~Y}p>{s|DAiQv_A5hB zzj?Ssz7robwL1PY8cSHK@KNnj!SHJ>cSHTR^xHoZc{u`s+b0TvJU(9-d{=2=l6!Fs zE=hsNAqUi1tFOWirHU|ep@{2&pg(^XTe2qpxMTig1FpsvX)TOmM%%8`*7NMr@%ZYq zIXP>mUY?!P|ActTVGQIu5-^|e?<>r)Oq7TM=kvXWv3tQ@*M1XfnZ(X9c?v}CxIk!8fyf&&yYqYfXP`b=JJU425uUB4RFEQ zK9TREq;)O#LV+$1{960)9K@-sH-$tkkKL#np)9eUg{%UHkOrf9^f-f-q+>@ty;i z3-q(V|3-~UDCyMGItQ$RKw+9Kjtl};5qU87dSB!wh?^5Yf(wvZ5C^HH>c>mI}iKsC!}K=|5Cg0Fe#^hP(^Hx->ZsdRgv{A*7f5d+lAvalVkjX2a&PvM`r?}{{V zXi;cA6y~kEGQ|?uV8ZZQaA%&%VANvdN}wSk%Lm^hKWzmN=~HTNh3Wnn&m%;~xaHW@ zX)wny0s?X)9>TRqCGE-cAKYk~IBxKkd*t9ZEaH55vYm!W8psg!20RlCW|T%=hfE)e zCS!WX(TXV3P;oUvXpf6LzzmXJ??a9UkaKZ4G0mU^dGN(v!d&m^(dz_U|@8L#o0ov6TY4iy44>-CNfZwdI+ zLUTR^I=94;%8yPcu=1XKZgG;Jqe))A)JpFtsLi#E8WQiJ7S{G z!tVkSh((7OFGYe5K{3f-tTQ*EZmt8ulIUxhTEi3)|U=qHvwupXS_)*`-9}rS8JyYO@>T{;q_7cq4$8(5<6A3PlbbPd7 zFq64u!%TD?&_UvOEiIqg!l`U>_m?n^5J*&t<#0atzlKYw_5Fpg+bspdoD!I5r6#SQ z@1AjB4M@pT-PLXOtHXn|ft+QHea4$!OUT-lkk!G3#ue{3Rsh1X)d5IQ{zh zzrc{LowOLEqfqNEZV~boKsXN}FJORPhfkDHnC&%zmxibJ)gBLon_O6mk6L(|#NUJJ zBp#{N9`NlfBHDyL2$lHgu8=oquN%S4H}Nr^ib*YG(auwj?PMNI{;Jk*fuAiPW_5(Y zDeS!KhHahb0X92J=i`VIDU=$c&n$+>F8@ucq(J;mD_HtDrqN(cB_ZDc2QT=UW0k}2 zfo%Ty;tWU|cJNDH!NVkx*>ofLP9x+C%yt&Jx^_%y;^|wh2c;Sxg)@N^MeZ?0?dTYK z^<>8=HRBB4*beTVoj7wt%t&=2s{EK))1%b4&KM05{kF z^G*N3y$ot+hXWh#ns!VHcf6GfQH}@OQ2Gwso6oTfc$}eHbLp{we(9JL{|7uS_D|uX z22#rnxRjJUdp5uo3BEPA0Pu&CR^^y%{N{>rkYdpH8lNaX2SeFSwA;(wuyLG0@PCN9 z4A*`<1wYOihw@uYd-Y?cJwxCK7>zetGrAqFgl{YL0nfwgrk)R17KLK^Sq?^xX<`u> zWa5_#T`mZ`Xb)X+zzkqkWN^DgOpszo%HdM7;FffVP~){EXTngVSpLX>zb)0zoYDlm zK<1&Eo6%h2(ABfhO{{D!`Y8k}YFk*z7mIwzsf`c_!h+{GfmOm@Rn0g?d*S89__e|J zdf5JglEIFvf&y5Hsu*qux>WcMY{SQB18<2Cs6oLHfAR_4|8IyQS`2yfjxab;v?vf!)dSuG`p^Nvp*AT0oh;+*mb&g!GYsRywu8dGeUu9^Z0sLL zZLY%AcZKZ!aEX>xiZuoeJl10+vM+jN@|SA1;WkTHr({6gHM9<=TQf`#!NEozga1`$ zR@4|J-bn&CZ5QozR~T&J5Lfc-L!xgmJRLe@n>D)kV|jEgzFvbg^U9i}?&kYm{{IJSZqz^ONX*LR{WAuu8`Kh*`UO*w4RDvaS7_Nv|(QAy-*9 z6Z$#0WrhNU7x^Kv&tf_?L9Mn0^TCJ(DT>E5-26&TIqeMaL>RPr-lK|zaBqm5Ekwm2 zT&r{z%EtG4mm!MN{3qs)!F z_aX&dH$2_*!Eiyir%v$KQH_48K+dtCoN9Dl2UI?4Y94D~6 zS}9uICt{~ouP0B|kX{|(S`B|@8pePHJ8I&qZ)IcyG4vUL!XTqH0ZZ?~@y`^-;#=x0 zO7BtMt{aw?g7(j*hP=oed}5mYI}-E99s18Ng2+v<8daF_(oh5mh1vW@+Sz7fiF#4I zED5{{F=7{Eu*Vd5bZPewgfHpUh2a;oSoujFFp=4kchJm$;fN~3WaAh205!G$7?o_Y z@9BgsHgbD10#oA=Y=Po=!4}jLdjZ8aamiI(68MmgO($Ql!n%*J2w&?_IHwvIbfEAZ zNPyE7DqaA)6k)beIupe4UMWL9{h2{h2T8go6plRr7(uu(&V8##h?pBbcto%14PErq z9`ROBGuJBx9Ro>}iJ!-Ig2FNtJP`L6!XW@k;R1&(x*yO-`j2Bxkm?QQaWer_`|*qk zo%e`0$X?zXin*r&um~f%5Ibt)Cf?7Ag69;D^t9edm%)ML>lJtZxNbodU_Qn%gbePg zK})`b5A%sgqim{hSZ6tq--VQ;dvb0ib1slOM$&HLi>I#?ni3i!w2eYPvh1>;5#;g}_(TWR$sDV*g$Q@puc0Xu`JjUw?uZGr z@yvWJQsnD&G;;m$0|A^AoV&{ApTt&OnJ^JPZFPZJ;+`r62@5F-hG*SF$f+fB05m0AgKY#7sx&!nrumX{gD~HEAUU1n*FhS};inssjsq){6 zHL;Y^F7SDsw$pde`M_0@8V!`^AUw2d!NO}aj?4=@wqFrS26epBrc~*U>QS|F(WBO+ z7YXm`I-=Bccr^PwZipS5p- z+Bjnt9JcC+j6EHCUWqWLe)mXxc0puN#`y=GejK-o3%Bev))9mnyAiOS`=kd}1z4oN zbO82deUG)^9<>p>JOI%ccdnb~+CQaM%!Sj(Ep2E{+x6}&?g9uQH~2-q7Az0V2`q(e zp!hQ@I=A_zm$pr(zL{gJEnR`%mVo>i+tc(1^!ES$f>(s%2axfedQrO+e^a7&F{4MR zWLQaPm!TAUfHh+6W&7sIv-$N9X=VPt;?U6QzDQsk&)}s@OY_)E1zyI_Bn01_t(N(X zBrWX@$#v0+obb_Yt6DF857bzK@ykb8$6D+oDJiIc5D06Mz5GfRG$xw?J}ofA27*_o zf0d?uP}wO_>BRJ+eh`Jk!+PcHIH{_Bm=@rk)wBOjmUqB8x{HYz_cpHDK4TD~>sh*mE9s)dM8{wgUg>u6Kk5cI- zw2bGDrrt0V`SIZ%%n<1?m(T%Ww#neO4s0RZ5(N_NXPEC#?D-_tZrB3=$CZ!IbR?|; zVGIFh0Egh@MPfCASv$zR=JBAeYk;|7O)Q|w!6s4)gL_%Ihk$9l1XwUyfO$i3<2uwy z_#!SniY5;eaVqq87&VOB%>@73A+ z_k%OjbG~_2o!#f3ZGr0S=iN783w5wr0Hxz|Pqh3-XIV<>i1;V!>EGxqCc8^)w=l?b zarvKg7In2V&J!E2xBX6M=?)o>?u?&!MrRok)N1H}?n(A63s03BVeBtyf(JjI`VcHg zC2>54eu(UPV!Y65miY+c+57K6Ja2`Jn6!94_K2?Ja11d-0Lhz(u}%6ZL_1?1}tr^nzN7HY&!ARh8f zCSF0a;d+wH&T3YFrqUCzEbo-*+dt+Je&(=zP?hch64v=)%Dskm zb|`_L=Zx{{={uruQVo092?enAh=T3pFBbnDK=tVrzGUJ#3F4&Y8aPOg_eOI1sa!rPr7>uo~6$D=;5z|r94h3>o?qVuqaByy3WLV7z7-lKf3T|-8 z19(oykT?EWmA%Tuns0z!BPcroo(6H>{4M+&F*vz zZv*!|&N$F<%0IP$9uvW@HEC>fv{N=X72)RQBUlF;Dxu10^k`%ZE;WY1I(8TJBtaQ& zm{v2}H%u?4O#q3weDtJS1AzXIQo|47ylQ&eTQ?nGP z!^b7&d69t)I>%!-?Yo;+!jTpC1b(*@3+s3}awqJIu=w+jq`gcn1^D4G(0#uXE$su- zHNNfq#9PS2y!B3nd{JEUgNO3Y=>%E)L_Z*(;(i#QgzZYcsJsvU?izWu>!2e z_kziwo<4nnbNEAx3{IqlJUoR@vG}C0B426Rj(rP=z;TQO7{HbD?-|RpslQ3bf?2f3 z#4n4LW>^G)q3}^2L+-%@9fbTsLtljfCU6_OXwXhb40DxxWd%HUWeTcim;opCru=|e z^a~_K$@~SCsXejxLjF}f)OAO%ztc7JB(7h$@yf_lWwsdRA1EVL595@*=7xkVcx_=w zMzW^zPR03$Fo}R@1s(0S&Hj}#W1?8vq*YA}NG!T8Mj?j7sZv&r;Jjl`d3m6H=Hu(z zVF|6kF9U5fO45lgAkUZ?>QTf;_y&(bPMKF#SW+jee0wZg8fpc#ritSHkZut4AuP>Z zpu+wi-((eoTn*Mdep<{0OCOXTH8ewQoM<-80Q|>D?t$?Gt6fqI4?~DRo_)Axv^Cna zD3n)3FZdJY5?s3lS>Vn8Xl_8XNwc}k6!t3or|YI5C{~|f_5G9wVjUu(v!CM%w>E{o zt!x^Gjc^uOpptroPB2E2W)u99&?=5;{KqPyu9N57oGv@ASWo_7ieQLK&ksVk0E>^x zFiAWgg043a=c>m!9f~!;vk+&x&PpV+Ye~c$R{onkx8ei9I`-4>5{*2^aWa$cmNpy4 zI&h~heXDp}xcfXA0n}wfA$T6{yd>CV+kQVY2k}a!1Bm|8-_x%OucRJoyM6QX%B-%M znzWV|zrT5>>hMDJ7}}(y{BOZSBC%J|t49nj!ibCXT?EkD6>u;%_KTL&w-JWJO}Oy0 z>J|6o9GM_{2ma$p^F#@6Aq{)i0V_7PHFOZf+2K9Zhj^oAXbCa5;1bEv(o3H-&kHeF zT+BMkp9h!ga{}vxhJG!~W!}bAQm7#$MUd6Vd`YvN&WcsJ;m*XGxO?~>f zZ@RqkvSHK572#$7Y7`l;jv26Nz^z`485@8;^EG?Da8sWHXDGlLrCp5U(kA}+DGOR2 zQDp`Sei7dYC{V@B$UNeGG=CY zI(9*+hq8xnhAmu1J8QuW@IXKI7e1&pkVbG~d{t0to_m_u^ENPrTie5V?c)IkbM>d` zpleflJ`LVv{1O5RoC@is(I)%LgDPL?3HkcE#{nz)DCc!&jls$9DDi!=%a7s|dA2Yb zw0o^%pV~HzBGC!AYV4`c7x%yT7#AMLZbzB0KSGo_{>o_vaD zW;|2p=QdEwE@CRxeJWZyGqsX=^z6^_#U?xB^&VR42$l~rvgVV??U1+w!K~o*I)}uz z0Nq0FZ;JAZh2sde37%VOpB@#<*PEn_6l>p+Ed@|yZEbA4_cX&Vy0N*Z>1KGJzN<^` zlCr$`$b1Tp#{6-t<824Oa`tt50eh8jQ#U+1c0aH_zGSjz!^B)-96dAsDz&p-_}2ZC zvE7qsu|7=PjLs80*?ONsZS2&5<)!A<;)*V|A6MM=Q_VSWY2+0NH`b&}y(3rnoTuND z;#+wGj95Dqg}~~&svTy#4+QBLQ1B-O1K@H@+u0gFTsrwG zl|clVDQ`ilw@n(2Z(rSS)ySUHy+KzbQjlZNyg zV=p4t8+p!;UE%6Jm+D)qkrc6komuncZ8jhmiOFD5*XVSdVoNSi9RRYRooG4RLAU`! zrc`2<#YtmWh^0a;wB7+=6##h{ylj?3*3KluBOQH^xgxz$y`ulh2d(e2Fmkc^JlPs0YP~=?*Xt)v+x!jL_XmaMKp`rL1g?4Qy1Jx z9Ln&3H}D~YN%lQ?{a$2(8J#a&i&sdfoC`4cRpQ0mv%ph3u@)C~8(Kjd=MXsJ5@;}2 zfb-9nAa4aKxtYNLSUw9hBmUGIgrWF~d^4C%uy33dZU9q4gKaSo%O6*J;kPeHzIbG< zEWF(!z3`|lJ-GFmVbx7&u45$r(AKa}yyo8NGH7n zN6M*;^CVAogmaX7wf<4%y3>1E6qH#D6fn5%q0(B~WMxf<*{fxepX7)|=_&9TR`tI` z8~%V3;(p!?71|bXPo|(kn{6kPYXKE&ESv(LNZWS0$KmPY!xQeqr6pO&JV-hIm`p}B z!Cq=#Ua|b;3aMMx%@rCLw(8Ca(k-=WyWeiO7OXkI+X%c!?jJP2a{AzhR}uxx?bws& zVcV9PrCP-Q5zj>gg9Hd>Dlqd)P&mjkJHm^@D=nV{ze{Z?5t$| z@^_#IV8+K%@&(!W^^4Sd5Q=d-8p@+<(y=PyppmY_cXT3+@_g8d%-cCyI_MXSo>v2x zY`dc}o|8JZK?P8Tw5SiWJ^YdtledhQ-$VOP_GVfMUABr%`9@$)7&J? zjdU=Ih=kO?*|Gnmi2U!b<8UWf)OGYj_U!%;Y~UpAY%#JH18@}wJrXf%r~Mq7B3XYs*Xni~!Fw8~b z`SH`U>6PcNl<^O*syR@bqHlQmiY}uzDVhOnTbLgY!Ka8t2WtL__m3G&6Gcc1TzwbV zt)XQSVy1_i+L`e@2pd>I`!K9YH_&`}IuYG@7a|KI;X106jLAjRMl(2WLMbj!hA!Q3 zVt+mDDHxjSFt~?Ei`tUax*x<2ZFfPdLnP3=uBJhdW8HrP&dITrINzadC=#w`iP?*) z0PpEagV*S2` zn$&DIc(7{F+2n_29^|&jcb=o(x(hWq%Uz%}w|4Rd(ztmB_g&~Wh+a$sC;vt+$C^h% z>oB{`5raquipO}+cDtw2>+$4#Is|+&ow|7X9YB;32AL;jk<$XZFJcBgPJAW*| zn41iXA59wy77Yrt?_Ry%(8LGTH_=Gun6$_A!G4LoeBn-W zm0wIZh04;VJ`0bU_+=&>?#qNQu6A6mc3O)pR_>RT(@Sw){!)AGQ$snJ21E&To$DW_ zg-I6+U(Kl#ZYR@a)VpAZAENZxsz8W|ai{Yn5=-8M`QgoaACWf@T_~=Z=SQy7!y^ob z?4wt0(eOIoEAg#>@ItH90Pz-WlJVypJtu0lMP&mypc}V!1S}{v+ ztm{Y))SC}B#eq!a;wU?cxUVY_GQeTGuB+{np3k%!@#?ZWX5Ge~Lq zHN5+*neQXG0cKOgD`%mG)A>O$2E&}c{uV`N2e(25EH6oCG4RM$a1?#w~9hrF%V7^+Q!=^5YCeV0v{pZlB5*%^(Y6uR})e z2_|?}M_U3*WOB5g1Unmcw_-l^Mz<{Z>BLV@tjpl`@}Z!@W0CnJ7!F>|ZbuoE_dWJX z`1?edgdZ&5WRXB{Q0I~Ivf5WFz8FkrhXc+d@db+`HNB)ox}!qP_Tsxs=9B#G1fw*x zjIpI>5?dtr(iUg?HS=CZtg@dKg_3dBba=HJ)F<{Yq00(JjdTM9E}#xFYBA;u>a*J{ z)uFbmsrKM#l@coJ)SKyA@DqVz@c|WfKhuBt6Qdo@3&A17mS)`NdQED7fXmDS7JjOTd>*VhPcyiH1LMc*2(fse+-g4Bxe ze+KyDx?@jS&@!J_AR`7G(x}NjPDK^!>GG?DmpQfue=G`wTgC&Af`jJUn`{)E6++Bd z06XI&AXC0efDB)`7&2@cY>C1HHikGd#*B)m;|3{bTxLoxY%Y7}$rjv64L-+>9SSCS z2HvEq{bt3RV8k|h`*nz$UD6*aaihZUA7uIG&zNFbB^2KZXflM)I!kM@jyUuKT@ljg zTJ6Y6m?zu?!#fj<&>Dx!Gf#!0@j;lTAh)`)^=%3^YEzc#Z>P;JmXbJ$t zEaxEM5{)xU!7Y`+Nc}7Ho$z#rIYhJcHz>Ztp5UNqM{68c;AKEU82TCzSK@)RH+be3 zAp^W-iHbX8ZPGeu08M`-v%A8XMUjE_GI&n|{cqzF)}IQm2=|j2SFnB92dPq*k8ToA zktJ+D?EFJVvm@%o@SUJ&LdKxqa=u+L&ax%bI>#xVfI}50C1XSj;kx9W2kA#kDg20p zT5%8TdtU;xB8FL3)+Vu*pEfr*X)t0nJ_nv(%HM&7Ho&V3SElDQBsem#S}Ul4TpOH! zy;-uEbUSZ$jC&Je>VbQ_`$TqjQvUfkw;!62E^ zh@8nAwhbfG6DqzWPO;`bdkL)*!s`{R0CyO>ld7#yI=&cc#vT|SMP>vRt-F$`bcbL< z@Y#G0Z;%%9V()!;cPn`vJy?3Y`}4`D4=P%D*q$q-O9O3g7J**cXAX%;C_B`qmXw_!yT zh{a=|3}amx5Co}wv11A!!48cmn7C4FWX%vn)1D6xxfq_P?N>3QPDieG*jo7yJcfSc znh>>r&0d_2q|iD70Pi>>1Fn}=Yi+hN!>%q|x{|@m_iuGZyjiZE$@cEJiwjv>ys*s3F&n1*nz*YTfciTMC>IWHDMk z>A%Oq5{Ga-1>zleRa1PxbqufF2Gs(HXu+d&B2O3yL+9w`f<(NbyzH=9;w5~&e<^>_ z2+tvF!6Ynd$zf=DW`be;LX@6gMkHu?uE{vvfI}4_eySTtFgcwNqN}QMoiq?+90Uo( zSrSibGtd1|z?J%NnH@{47`^uJ-!phh zJViozTDIHIK+X)L#&I+Ta%%{y#Lzq?p1keXPS3dyR+I@TA%=m=I!(Z01$o$fs}2~O z{`csYf#r_4Q`=0Eg@R#j3(oAc>GBaDg{$DCv9^42VgY%wGn`ov%ANBEKL9e_?g4K- zZp>oyqt@P6gwnm3FVH;Q$i3%sff%+;j>+_ok-@f3u{daS z@z)V@#Z=eCQRJ$!9f1RFo?^M^p$H+6u?7>5u{)u*n7vFep;ClgBkGk*(Q@i-LQG1>ktWVU%lO|1jInJcA&!C{L* z2Fu2NFzbLD^=sfFcvBWRa!1~#d%DL^6BA!0!_h8y07C59V{O%E_vSP}mLI>1Ax>IM z{}Uf?k=4U*b7orqIV}Vay3mJlZ^7jJ@*fN;_##LXOLyHtlGsm4Q z2FCYfW4m%@mK54iSj1on)bfd-a^#5y7;PWsHf*%;JxEdCV29|XudnxI=DIzJ&1X21 zm8tu8MLE5j&imj$$RN*NQ2E_S+U+Y?6K4T*>a@$L1l#jMHqlz-GdP|909jSwPPZvKfb#R@B-b-Pxz2C11h`Rr@wdwl(Ob8JwXUv9E(2*p-t?h6O7^Lrl(HYZv*DeFA zm?4NFfKyFxvDhcX6YL;iGBM|~M)M+h;1?Yx+5AUshrmY(=@@c@B;riL`L^o?YT5mXIvtcnxQ}<=EtjMf9|vD3=%ho_}-##k4W-ish`7I`aU%? zoauZ0)kxnt`{yvXzIAER-)TGPZQ=!xaXaw~*DZ#!BbhJ9f3G77x~iRtfaWhA^PEGo zawAO4!mRPvhs{1`4imNSw&D}*e6W8Ek~(}bpG{DH^~L;sg7Swi=ARRk{y%*&U-^B4 z@|!Q_uM-r9FQ!Y%%2QbRuU=LYc%XHE-#UdG?AxyZ85Ew98|0b2c3HAnS6;oYjVM!& zS->P+zQH_!vdvncv zNLOqJQWm(8cZ1ds(?@h+&7jK$zUrF}z0Y?&AsK#em5j!M$pbPowLh+(z1Y#;sKdha z5^A}UK?T`sgwvwxDSi3Xda&ESVd46w19=j_Lmvp%qqUgvD3q1uHJ8&~6!oF_E^c1+ zQv8QjG5GxSfC+!?*md)S7r84pLfe)}12)LHl8!ZVRRUp@EX^uH8t+d|h^2Tr6+p1c zgiP}VA}$|Xj>4>kBsa@=rVeu@8*Se^a9UGx`^3zY-*8$CAkvCL;BEW~)Gh(C02eM{ z#;EU~NbS8y^cg-i;v@U#l*`5U)tA%SZr>scc7Y#~ zl95)uwyor6|8QGpT;*-6^2K0eC}qHc1!h4-Y2=Et*k1$%mS?y< z*lY%GvT@&2!f>fZdxWE9_yLJ{(r|6$Na6Tr#a8S%&k1gGvTeP(MZX2Ah!x7g^^bps z&)J`q$o-wG`(Nj|Y{foCNf4B9a2`-?O%o4Ft-0WUuQWG{!Qt8j9xJ1kq^d8$6MIfp zZT#b*z^nLF=Qvx(A(D%rs_0QaA^#3Eu}+yv=}ATyxg~Or@n*u#(%pnq%~<%jI~6d^ z4GwXV|7o}tdG;D=O|=`Yl_(hWcSkl4i>Xu-7z2oIL07@gM7#wzVu|XiJ?Bd+i2hE4 z54D$QJsP>u6qKI3g*S(6H0p{(iv@LW^kxl?e>i#OHt#LGVM>h65QWlrl?d32dZ*Ii z_8RsE>I2el$p}i%?MAxyy=#78Xz zzc}Q^?fK|fHth@*@Z1dOap%DEK<$Pr>}QYlD*21qHCdxS4@3FD25J*n-d1tIu;9+6+zhZ~CYf7) zJNr1|m8H){^ig}j2m(^DgEMN#oGo{S{-!e#{-~Xa8Xr!81mHcmGl$7C<;Un?iGwXy zgr;9qeiiEYaBB7pLRvnFlKT=7jnV})QfP@jxh$)SnRr*U82mf(EJ3W|>Dr?d=Pbu0 zDGr#8gEy=VT__BNp<%H+Iamj4Nv03_bbO|C^aSE6 z+--|{3?XE402E(QHaZ=xmnT>nk~RIWgr92eFJ20VT0T7T2aU25!rk@c%$0>z<7_2e6cI5-E^(gQJ%q+1LStt*-7!dLuG|%7? z`Jpj}XPX=2m59f6D$6SjuJmGoj`nn6c|P{li9>WQz<=+H+-&-mFO2yzb&7`SG51aF zbQB5Q#N236_fQxfsDch4+ukTbsCfk6kz-q+fxEpVh3E8>;-z$Co-ljWRnrBW2~eZP zm)|J`&nR=8UcM4DpOKa%t-Ci_HH+gIct%_haNFI5AH(4GUu4x;EZX3p#J>U==kRFG zen{*(O^6a<%F>)X?&J{Qh)eene%9mNk+ZJAoTOI6nwu7mm4tF(9RbHI0iA!oRi$)K zXTNeUGdEie6dOjdXcf@QU|tfxFAt2h`VNeU!j**VY1FR=*!!@W|Ih1@>5rv24<*AH zv>&IvdZ`^q&c^C6#GQ@Mcam1Z(Nv+9B8qT9De%OOt=D2r4Ds^5&_quI=w+IUvizj( zf>7E5R0KV(uG3Hw!dozVY^YGqX?;On-oNxMRkA%wK7|5)g5Z zUOpOT!0VJBN@i29L0SeOv+RfM%;|mdC)hhh?%fo_+z@A+P#I<=CXI-emV(`TBudOu zuZIinF5hkPfe7yLfZ;^K`*wese7or;3I_MseLke(O4!edRMHu8XWOelFP-IBn3Mze zC3!LTLu0~JP;(BKC|)4z)YUGyHjl3erVv-g{a{@4(D{GR>OUVw1BF4MK=@-e9 z+ndW%Yx4Cj5fS{_M>0oHUqPkPD5lrg|4uIx^w2KBHcuc_26*Ak!(FaS^YHj$($RKs$2)7s{hR(w7%30xn3$y9Rn;w#M+B5WN?v)R(H*3kgZN&>3`{yBqC{b43?w|VhTnKuw0LAky!_@gIA1~_Ih*mgP1O6^xH0q^#C5R6>jR2HqC zc5PC;)W=7x|3lt_HY4luKP|-;qOA=hOa1UYj1?E$@EH0>}?Q@_oQL8#YzfK;e%qmgm^G z^u0=@SdO~3Y7iJrXz9fuO-eVjO0Gl(9jF=6-);p@L&17AEFPwbjNFzV`n{{Ve3NISzb9Sx=~SBJ-@;88Hbzz}PM&k=J`aOjRL zjxdz7JL(0}#BL=hk>4Tq!r{VRMQw!#K5eQ?6j-1_@hb9$hKGwEP0MM2U@>vT=9Zpi z)AX}>vFsa!TsJk|V^NZUe9CK;VE`%=g6)-^P`X1#kDg)G zIt&dhfhuLe6X5}(KTjBQDeYT`eskFxJW>BNA^n#BD)2TDInvL51gCdrT9*{io5hzX zUdFF9)CgoMscWdzbu>KbQa06rb-acee>NP)80=-jnXT}0egNY-7(FeFpp&ge( zbQ1g^$472VWi>NXobQr|2*~9*W_V{-#Dlqg`n=G-C#+?Fe}UX zlQ+=gm~%5Qh@;4F39t4k)N_C2Vv}wOIrus($FdB?9LP(EM@oYu8J7jS2F>2X`NG8z z3i>*@tC?PyNJ(QV?uvB zyZ@Ijv5s-5L$d2Y>U>So5wj`L#!<7NLb^6b*$Lbr=*T#wwiQ~41PKvt$EBLYY}-Cp zHp?9_IMrsywqkI}1c>`KcjwLSrxJ2AegACg^xmIZ%|TVX$sBrt)c(0}rx6)ItWEX{ zk(*2mcVHRWzf`;^V0M5xv|D4{$cw2%k+`hg)vNPrQaVt!vZmCDz5~$cl7r^j69709 zfgBRd%wqw&1Mg3PCvTSU#rrg4q*B}YXOzXSkk$s&cmct8FaYU}VHLy&LdFMVaha#U zNpol^@3`TbcF^Ai4|v00%<^Z$0&TzkJ(4%Y++xBFnFVr}70-`zO_* zaL>cwx%^-KJ8=DfaH5z@s~qgS=Ycj3EIfJo3ajuYPM;)Bnufs|C}n6)zcA*D4s&jV zI$YApEkj)u?n#1cgRd!0WtQ!LQ~O?I4jl5TLqp4&`-E$RJI_DTnUxEmI7q!LNZ$!) zSsI{AGICiq{m$bIO>n4Vo#OLhk5>rm8nM%>r|ogZsY;W zgfmL5kvOM_=95A8R-@~_{*Iw=ShVS&V+gpl^{ZZLPu*dI42A^1@kZ&bO8h_t<#U4$ zxMbs`Ce45lRe-yBUuoN8`VhCsSFe0)FQ}pRlC@yR8F*Yx702pj@;wCK)I+K{Z5ewy zv6)R1zJly7o{KQstXnYh?-?W6o4tS8XgiE`>_?52C>|TdiN~|YSJ<`*a@jAZvJqJ0 z%y!1{@cj*7yS{cB*ky@Mozo~}(wlTn@gpE(2QtG($ka5Q7A<+7Iz%vFc1*Up?#(J? zc?BMSDs>+{f;t}550plwv{_4epX}tQ?}4qtfXo`(2sgjxJ^DNF46Japk-$FXUnH|T z!)r?+x2asW6_0A|(z!GI$aGF$q(_DsaROrja!+ka`0OOG3YMPONAydCIpiiDB&zxH zaVHB)qa)Yy+Lb4U=78%2!<||U)F_lF)fkp2mJV*3qbwBpry4wAolKm-T-ZoLdU*3> zXG0V4;%dv}oa911!f#6#i1qbZ0QI&EwWax}@Rmy=% z8OTslV~AMjl+gL3O8n?HQ}7zh`vs zZN~_@5c0qG$Obr84A1TeVzfSPV^SeEl^R|#Zy~kQ%JUdC3{<~-UuoJ!y+dv{vEbM2 z7i^C-j6JMal@4*UVJw4yq2I|g@Yq7tu2KQJ{ zIPS{WP&dP(>N+A;Ka2*=hx{e{h8A?72GzuZbVbyex5%u(b|il~`+h{TaaLZ&kmv*(7y_RF5MEQ-@sa7Zf361n2to zZpyy~@V((8R!G_Wt|y(x|yVJUIc~(6s=^9!=Fp9Fc4@Y441sZ`v83Cb$ zGF97e$_OWV1{t`EnDd7+!U&7UyH~z5w>IrRlo59`OLgu^slGnHDkJ`$7Up}X%%P01 z>a+g!741&F18@E-6o5tGk%Lo<3TxtPU@E=z9@>aD(qO{^dXf#P0TBde5S*poYNJ)X z>`-zAY{TjxY%DrxQ0kF};ow1yPn@ZF?0d{N%&II}d9Nv$i$l6L{PKS4-Jvyjl$7$y zwx;1!fOCO*x(tj~-08s~kKX$cvNqhCDs$;iD(o=GD5 zizX4DH1>+bb%QFAOAEfcFEWQLcxJZ=IQ4trfEardzc10Efb>;6--o~YNUtr#{(>$@ zqJnz)&Hl4G-ytuve0B>H;fe}#Y#X6`_dQp7{*muwYo3TjCaBu9g_$W$LAnJuTdrFG z=laIgPldIJsfA1n>zPAqvQ=ttRi;EmtF1uK>AO^uV(?a`a!<603x&Z>$AvD*z}?}! zHz?@o>Q6%OADU=4JgcR#K6+Kvxs74Rg;CzO<$p~*lne{m!Kx|XqsBTz%W#SOfa#Gk zS?Lb*2;e}Ywdr9);eeORt+nkJlh zf;g4_(BG~Kw3;FR`&5iEk=2RyPK|XxgDvjB1zG)=z1Dsae0B^)NRvbz>^J5srq)36 zJko5h!b~spg-m!n3a_vxmkD#=G)cBN6|I9bBN1|qU>p~6&I)`7O%vrm&<`Ppay|Gr zXSW4bT!OKhat`_t>w(gmPV72skqzj;uIV4_8RXzD+}?j|lDi04_;c`D6R)HhB!g+; zyRPP%sy1oZbMWedx*>t+N!;D0sCP!Ud@Vm2`*m+-#+vE$Wpvs zHHSo399qSSz5!NMd~z*^^5$AV$ChLLnh>QX|791oW<$;fXpx|!Fv@7Ed*@8 zslE0~qL-;CyA(~D_+Ox!gISv z*vlPbBM5dJHgVq%LDJ&UzU@+}FiSMw!PqN^5L%K}xiZL&!O4l1*XZCNU zANH+{eDw>GOM6cEj&7)cfj@g`nh1fQnI=fM1S!j%I!MwcWwzyaMm0mr?@xSW+cx!Q zR^__UZ_5@yjrK~h7IN7KzRrm^G4X}$A1=HZBiQFWyOTx_r zr00qQtB!LJ-7Er&F2YKx$FZBBlz+h%tdAz;rA|4uU`>r>O@HvQ~w# zN|M!mhaSH9zxn>X_x11pzxH+YvWOg#wcho<&vQTbLA>T-3bWvzvpwaVOCBSvB{#q7 zJB)ST#oW8p=Tmb{zn}BP#x?tqJSxwIbVuMR@@Yz(hr3=7>1pA!`Y}6{WhvuIlY0Y6 z1;(1@sPIS8&dnjlH26U`I#ng_$`hZ$qQuJ5l+zj84_+!u*m2(w&rgfI8fIb*Mq?{# zz?C9WV5gl<(7Rc55|JB#CK`?NQXfqGp!^E5V^4JYB50ye)6NO2H-v%7=xmitX#aSQ z6J{ZOHG}9@_eh?n_+vcX%=L`tRK8R|rXr~}7}xq}5V@suz`2FZ9)0JTZLCGf ztK$E-XU{Op1`z4Z4ZJ~J_9+U}@mcs1wT?BL&Z;juGL#F+@g}W&M&tu_ES2%`^70TQ zpPy957%TYLuT8)rdaRRaf6Fa5b74LIex~(xm;i)n02dJCN&6ZMGM3ws&jQ;8OcWoF zNu}w~e)x#^_1mL!mqUle>Vw+~cFm+dfN#QS z43E#pTpWNaQ%zBvMjlckXpTvcozC$RBzIrAy3GFl$+;L5*JjH&9~(B{M^%m zsfH%3Ho806x=$l5@W6KBM5{Y9fo|G*4TkCQKYrTbSakJjS(TYgJaxj$|;|=+v zhH8Bytfsp8tjFAWEsO^|w!9=Si=RW7{H=&Lj%^BQF3c83QN9pBE5`-U7j7!Ba1s|$ z8F^Qd+CR9vWaJEc5}n}`z#IO~zQ(qD3arl@w?h4bd1$-0V1OxyP+`g~(`%9ik9&QO zxEVY0&5D_#tsLL}fO%9>6K8I-NuMQgqb3FT)wXfKuJ#f2W32e%h+)Q)!@H^OL6-EG3JWl!U;K|p?^H9IyQI#9}ag{U9gi>#8QQVuC(d0b5iOH8ofaZs*snd!jDh;DY|HNEXmJ} z^em^ey#mF-3(aV8R) zujyUo@ZnbLZVIK_li+`k;G=pbkUnwwO*6+kS?wkcG$SHZ!UjafjOu)R#-7SC%-TWHuxQb_ia-3(4zW z#u*$xxm>{X-SU&m3okfwh^G&Uk*~3tzvN(k?FyW%BGQ$aj?T*U7i)sg!F!UEn{*lI z7`Q8#PQgsL+7H_dUFy1k859q@T4lOyo_GmAkL%KIPX(!@)*Bga>u939D}|Zf2HFEX zaSIJ+Eo|wUq@?s+WR0$Jk1DWj7=9PnP$v!3Wmo8@oy>F`D3f1q$9Ay?Zy%uK9))yl z4R*swKSVq0B%Uz#@@z8l^M^Bw*T3#4;<~~APU-a50H{B6nU;B>y-INMu(c*d^-AkV zK~ht|q=fi{j>tEu+h+Zso6YfSNBJwV;0%GDkHchg5*0i6qb*I;X5?uEr&Lb0nk&;R zS>+6j~5`d+tHo4F=Sfh;! zO&1>D*Ze-kZtM-G3vq7SeVg$nSG5zVyc0!2`y96QuOwSK!s?1Zh#zn+xl}%#8*29; z6?htQi0g|>&1|XKTjfuiAMtA_`H8^mZAuEw+TIV+rbr`XxE>R4VxQc5iWU0$uEyeu^!5+J~azWzophSvarTuZHzfPi8v9a8@rTPw8*IZ<}D2RegFd^ia9DML8S+mxE*VeXGKS*lC zw^-)npOl9&2@RWi^)66dsmW9eh&G^*KjPopY?lmRr!VM6H8FJR9hJDy&CLOhj;aGXs# zqiv%F4XU7fAx>{|%uj^;CXQ5HDYbiZtRb|T5(u!4jx+vrrjG4hg+8mMp(FzI+BS{K z13Cg5PaH>!;MgmiXHTHiTK%LaXbc+kc@-lMc6ak<*W^{-is0Y4%k`&|U=$b1pH8!N zg8mFN8xI^fe!#3r37G8U;UUE`%Q6c8OV$HXIUUe&yDj-!s|^4Q7;4;QgCD z)PHNB1YDOFlVoNL=~MwShx(n(Q7mM&|03 z$B9eui;gq;v0Fn@3HynB_Q*8GyWe-H$v?oNEmEJtqb1#1`%$);bF7G^W8ru=PfA?S zK3F}IZ{p>oM+wX&CyeW=S$W&_S$nzjl6@8Vm$AWi;(*zUUEYW5<*dqBMGW{Ys(YzwdToJV4Z*A4_Pn2;N6D2K0@S~jcjmhR$9IlV9y$*`fB@yV2 z8E>6#(uNhi5&rN}skk0>ayi`6)Q^uc1{5Euyd(jW_tpOlUM= zS>h;Uc)+?KPu)T?g4|ktT@1gWcXpe4&rnV{w-}<%ow~c?cj;Hs6n)$f(AO8LLfZF= zmt7Q{2&raINDbS5D*H0cX#h%8n5PUfM`a9+{hu-L`##?}%*$%v89!sYf;Up7IC?k( zin4h6sETc%^EKW2kGX!|z)xUT(ah(; zS>~AVgo8t9YL{Hs1m4PEAF+sfb*++0 zOzIRTn0T`#e`n7ZuRI6+P7=HU;;F*MvFKCwjaJ7_e%n&@*VU{7Vk#Hb6g7(|TgFm*gNiB4lZJFdj$?qLE@UTxq^rL#WpeNcqS#4j)Bg=<59>5ed zUKCJvR|(v?(T!*8|0!ZYT#D2Mwm-8Vnp%$+ghDYg!L0DG^O*+lzS1%V#yX14OCBQ;Y# zMLgN|vZVQNG#pn#^;)<|C)EWkrVFV;Q)e~|7=)LT!$ZNFL@JDqm|{;hPqT-ml+2=% zPE@l$_Wh{%^2&>;;f9>ZAY)o$ns>rPxzqgB6}|yGxNO>U6)DS)3d$hGl0CU`x5f2}at(9{tkr_WNJt1S0 z16_kXz(h{hTi+w^lv@<{EdVyroVy8Fk2`u_A=$@AhF~sgeXmoz#Wgpi%77a^kFLHf zDr`cx6J&C1(%e2|iSg5hm(>e=Q=n!Gx=!yrg7V}^$2I#7CF*Wm9I;P!S~|Rt*#p(K ziK488RzK~tcu+#*l+CiC*c7#v1()Zo4=P6Fxq=B2e|lNtX(u@RsGzJiM>vBPT2De< zpKMB4+G~o8GlmEf{?w_J|CL?Mwg;r*gqlw)uzK!f!H)Gs2MUT04b$-HahSx*%o|A9 zWKlN>vAB0Rag$6lG=^e=TTHHR5Rjjx96osKefVz)yS`)(@LWYQ+hXmv)JL*imQm(C zXf?Ju&^GOr`PZ8{`2@yIdsyA&W+BciI)9*hNGF&lUPD^|c$kv3QS1i89A(@;QzVPq zl^e}7m!YUZ^}uSd=;09l!=o&1$($B5m62b~`8sZKD+9JeB*j38R^u;a`&D;ShH4GZxLY!%=?kp!&uUP^$ihP&31< z)Y@AQOVKooDs|zfD$ELymA7_?W6igc;;6-yU!@dE>M_**0b7gfE<5hUv23OVFFHvp ze@@Z>cIZkf$rK}RbYpo++A+bCc&@e#W>|*us|KT%EaA?K7eP9Z^)vu2TfM`tvHN-% z8hw>#nrnmPrIyI#FYF%lnX`{OVEqoweM5jh^A2H@smZ+=Fh&2segq4k26xBMO<1{( z!sY6$u^QbW`^NnyKFc17t&BjCw;X<9f=TvQS}t>6=t?P4f2@3cOnn@Of~O8vqS*m2 zv>$-wz8Cq|q8h3Fm9xxU!(=8fMg15@$Rr2ekcjz~O}?%E_#NgBaSbpIM!u6Ch>r2* z(@mQZDl1-T;d_Z!(Vz2<+26U9J!bq-H$C@BQiBEm+_#;kS7#B0sVr@I(#JlNb72hzex8n$$Jc%{DFrswVx-6;W1Gc-TqC&HlSKV_C@BuqlU3G z$X$kIbC7Br@QEUFd)oD4a5=q1fSBB=r!q4!Xs{!Zitq4)#2gWzM*(uSxQZtsPY}9qjb3eaPOyDYgl-Ci7XvX zN=@%loBG0^eikCj5iZY7Z{D=_$B9;K^jUiKd-|LJFFO5@?M1N@bKOGsH1x7bSsvik zA@9VX0TY1Yms7_wa?evN7;7T!S<9O}Ld>$iN3Kwm(SK-)Yqd`{Vs`I)4`%#3`bxa% zp^EPw|Kaf{E*kH8jXhvJme(ZO;y8L<(j;Jk_p4#pZR%^)Gc)20CRw-8EYGdZ=hJTu zR!2EQ9`Xb;m&t+BU^2}EjxvibDB|~tF9>= z#F;VUrrAxFi{n-kXIp^~;*2bCwFXt*d%7D6D)e&d_FDS9(|4LTD>7|Ynu2dK3<##$ zQ^`l*C>W+9myp*ZSx^g)77idq!MNS3lS~9aslZVT3vIy^wdobQ=Y6Z1{)RYJ7%tE$ zPPH5enLo{gGuFH%lF9Z()RpXt zCWRm7Vqc=}a@>qH+a!dvbf^%5qT<4qLn<`Q%9duSD1SH>jws=dto7ZY^Rr z)8J}dXE*n=FP`|6EKs&C4~{6<-M{|sa9X%!8PX7%td_nO~7{UkR zh<#q{OTTYa=Mh(vFd;At8d>O$>-it4US5Mh9!mU*?Ta{Xi?-m1i8IR}ccMxwN;T?AUY?5WY|_b% z&A?x(SoS%qH&d=~nK6h~H^3KD^*sFg!l-49zA!|<5GZkR$56;fvA_~L$TK>2h_ZCP z`i6qljfb1G4?N92c~{bf&pj>)q6n>gf}Q9fD!Tvk-HjiE!4FwI8OW}OFG~{*gj<*aos$G*MORC$2%HT_)a+5$K_lEAjn>ca#z>(OM_lDquWdq)br=|m3Y?v%WIzocj$0wjT`>KLDv&I>VsN!jF7GP|=!E~tHO_4M4>MggHCt<^$S&(aij=!! z+Nz+wKL#bH)#4~s29~CBm(oXVZ%En%Rna<@6ihiD3_S%NAN^(`(jvKo?gKZQf7XviWvHQXQnm$Z?Yt9t#4qZtnYEQOhtdk0Xfs@)DaVmG$fT}%7I zi|=)m0on|BiO#0n8Xq8#-Hn;9w@rbEvORdkRohm3I$8i}WLmoE$H&@?ZfK(R7XG81EGpEVxdN=1BtSKRoPP%&TMD zz1K7DrL@hqHzi!Ck=(nuqNk_m;YpU;E(lVZ}(@^3Cd&~W$v{Vb9Wb4(mL+4U^*_{XSZ#Q$| zTB_GaR77lUyK-f(u%hgG$+k20IJNProaFQAgSgF}mZX6*r76U$$c-4dVS~yOb%Koo zc`ow*Dt0!3%(y_b^KEMJXPJ|~zwF)19=8Hsa07F6wucC7?qE@pG?I^GUuNmwu9J_l zI3Kh}dYKI0PPa)OG1ERpaq+uKYHNWpUQY+<2i2)gMLwbHT|$m#T_JX{WG{=#6A+Dq z#KFgS09O>4o`@&ZsxG0Xn}$IjxfFgUyBqHuiCF1uxg-4Fec16xcQ`V(*wr4M!Aw8% zlgqj`hx#WM3McCx1(OkacaMRL#)ECWSqAv|DvrR9Bt2xjhyw=L;*NzK#BScnfccn! z_ba?aN%bx9B0gvl$E$7$np6uC1Pw(A-|LUt-FBLJUU4*p?!Dp4mM=huw(m6iyA6%2 zHjt5o2-ORv`fYxFn|J?O=qMy9et6rtlTp+hYE$#i)FZ5!9>fTnV$zMFS) zT&rVbE}aW0wpLP2>#5Fy$mFvr%f5Sp*xkM^z>+p)#6@S0(lWCnvvU}loeah;`YdMmNm@V1tz8=dHeti<5hZPFuPzP- zj>bG6_oPET!@i6>9Sj^{2gN!T%FpYaKur|IYYr!tV;VGpZqt^$q@+KG)oDR&(YLUN zj!d?&15(v56Po*Y2N!S!-{P6kMQd(5FR2iL@jUYYp(#eyd)u1l_=;!pWdK;@@fdG` zJ=ieF!NI?C{69?wD#;rAVnLU;lS4#)PJBQluf}p@bqRUrhwiJH8Q+3!zJ|d@FqQjz zG2yr@hO*SYl`b^dAUBZ0pdx9Y!u1qT^_~qks3})jSry8dD{E})=%o)~rVvQJ9WbBD zsWe3iHHm&y?8l+(S>Mr~4Pz_hW(Y*QDKJjtBw8hUVdua+^qQq@)i?EBQalp5&MUzo zZ6ZE$IM@wpkDvn8tF&5!GJ1W(LCL&NH(qUve9h^~AaOfW5zzFmGcDVvZhOW_Bgy}G zgrB>$mqYPk$?dUbO#NSn#DGG7b}sg`FTqY0lVK7zs&nKl=4GdM)VOo8yXr+zm{$I8 z0dL8*YG{fE;Lq;6^(LH)lSkpMxxAUTsrm=S-iosPA6GfajK*&jbP&6N0HJ88tJEp7 zwJoM=1h^$h%q)dFk(NyOGm~gn8{G2yIarMiUKV=!5OSRGCFO{1>c=%XBWcA(`aX;= ziSCYoq~leY92ed{U7PsytA5rp{F5DN56$cvS9Fw=aF9TZOA(gAFnj`ithlwu3H(DB zn=HU5LvRNHX+wOznBA>9cnc|h75Eg-9*8fgjlRz_EoOR@&hIhKOoj~d>Q0EpHN}z=%eMmeIOVe zaICiow2Cb7ofdXPa<1sVvafH8-qFDbf^=lO`2M1t~fny9JakB&s|!T zN=$%>dQYYTa8X;u@Zd{hZ13bzd8PcQiYHpkV;P`FFN&(Te#zn=*6`-V$J;O0^vOA2oqqwyEX^iMRbdT#TORLfzOLz;rvI(Nn!7=XH3#e5->SIsl&JwffGeXCS%*-@% z$TAp)<*NLjr56P9v*MUe(q22xzFKX##vTyhQq&VuE~{K5f5#odd~+vYuw2**tv3z& zj_Q1$!s4@BSJ|-is?&_GsS*AhcIO~~pO$)I&*^S`zB0O^FC6?#&J23>+czr7nw-d} z(kF6$%YXA2{5Bf+?E|kLkK!bA!?k-2TMIxKBL*d1Mf$;AB-oU!6R?0IV9S%}LU$S! zUbGy~Y6EY=9%j+ArY+jN zYL`gg2!kvT%DM&2j2ybGj7UuZ1Eq7Y9&4`Q8y-r6=^ zwdxgdh}?|OBJ9FZC39OiOcTj5DWs8GtQDCJxHF{mNEV-zl>XpqU%3fyB<3fVFMqVT z5T-WAm+CRE)F*gjtRBkA0;RpFlcPz0g-IAuAqbZ`#m${%S`$ zYcAd2NK_^&F2EEg_RNl}wPdsUXnI<>enVST#k*{8!H)j0B5w8oo0`aW?DBz=8_w!~ zm~Tx4FK_M>vT_~On|*PdvUWoJI(^hR8o-qlP6coMuQ))7ro-wprG2yZ817@NABQX& znbaO(1<~Pr%3--xs)0>->SOEnoa|JrA6(u1b&P`8rKcAO&{$iSVx9Vqf)#s`mxR7i z6*As1huNPOc&Sa#IUOH*P-7o&VrI`(M&tN+&N58JHa-Bq<85l|Et8%;BVy1YOWbjI z9DhkWpqgEMttAbg`nkFK5r=Qq*W87VnW?yPizF?odF{q$LQvFR2kYKnbdXQ4Q%?Kx z$eC?z+~11=&EH}0u$#Ww(CY{AYE(p+kfDHOJfwNxXLda`sA|FSviq#bkCT(=1M5fw zHl;}fxfif%u!T=A4I2n7rJJKHEvam^$G`;4S`0$MbCPe>zT$MFz%zbZ z-|5b+cSTwCk`?45sS;tSyI&{-6CtlE#7`F<)m)-Df4_Gnquu=55G!5Gt+V7C+~J#R}fGYlPhm!YRAIr)yOVdnGkDL zwLt7YG~K@HZ)9SH@z7o-6n5`P`Am>#**cJwc01jx+((Gq!%5i{%9SQTPBJyZEEY$S zcN8SweDIPP27hj};D`;d@+2@*kIf%peBvLG@t}GrN z4Bl{PU}Ps?xwH2!BRAC5$Yhsy-S17Qt@!@br)I@T)l03Yxco)^{FbUgKNx=svx%GS zzg?|gJ`gms?EaM$Cc)FO6XX*Z;AW}^U!<~(*vKb*x2K~vy|MTlUA~GgxWKd& z7D@9LtL`1>Kf`8y1A|QNE3Jc9sxqT8Hv&^noOiYGE$KQK2sQiBc+**1F$+}S0Ic7q z{xEH)ws#(=iswY*0#Quc(!bi%y`uCh=u+@N4&0_P>aI%`Q@chAs;s^9LF6w`CL4!b zAwkkzKYW0BiAr+n7;dMGSqqcWnVY}edvJ%Tq-^nICwI8NDRD6_*v~5Ye(n-V=Cp8l zf*+^A8ZvFbD?D9$u&`|VcLu?Z`m{;c6g2w& z`c$>Cyd(lYuS(Lz4WhrXqP6sM{8j1sP!#Q?Hdzt`(Kpb7CK=aUZAlZaHU~cl)~@Ja z*w>uy>^fg~!1nUwgDOtPa(NZZd9>|vQu>zSkgSQ=@o8&H{9%io7m-_*FXd;x@X!PVyS^9XQ%C0wnCz)1!h}X(Rfq zBH2l$&yn-1Sz5ic_WR=Rzc*MT*1#Kj@OwOveGZfZFzT98t;ph43p50aZtcb&(zPT< zSDq03Mm2q#g0-N2mN zuVFfUrcM>^%u`7=%6&xy$jv9k{^n-C4HP?D9A^@EJn0PQ!A~4}XR3E+(b`)GMOmj* z!a2lmb0uhUG2wj=8^^jclfOTKB%yd*8mr@|#8ou33bV~k)&R#JLBNQCs$PzvxQE1> zY35DFaA!!X?m5goYkH7m12pDIZgs{d+XUJ%Rr%QzqH8Q$-7|cI|4!RdWlwO=Ul#o$ z#vebQ{tFiPzw}r2pEz`+^^xXlqW%T0PlMUt4~7qlLpGs3@H!b{Eik7=tV9B(`8+r* zs}d7axl3AyzyXTDC6W-6x^Y}}^v-J;kv*5PLInefWtMs3xI?gw*i3>TeTqYeHZhwN zwi!RUJoxq}m;M0B-7Spzx2?&`@{3v^I4T# z789|q?N6DRei5mu5q_D?f&^;H&GO#lUVmp6PE=V+?@Lr+UUizE2BYq3`Rvs2#KH__ z55k)UTWowh+wF!Ld7bRO+{mjFuyOs{r2s~9$ zb_p&0imn~s0HJeBYV=`G;R07Obsn=PSkN#H)jx>W5&qm49;1Vf^>?feyqFgLQ7(s>jHD?^e zkUg*j2YR-`QDz(}#1q}jhu2lDpfMqnndUIFC)(L9=|?tU=dI=q&NK>6_6D~f_@2IP z2E6hQ*8O~~kG%4cW{xT${9%*!2Pcq!Qu3;JGijCWHy1>k=VPLqbYfRqWY9UWo0H9g z66^apnn&J|m(#~M18sIA(+#2w$L={~ z%&<=R%;qnS1W0>8l(muhM|vegY>Kped&+93EI0BRdX3@=N%c;sdtG6JolHn9f|SyZK; zh<7<~&QA-g*Sk0Dq#sk*NcoX(HS=OtR59;7NIK_0CZtN6DwRLba@*1e;9V5e{j5(20!5YcBf&;o%Q4(At{QOHa&7kSSCznM6(3tVF0 z!C-9CoZ&%GyrfXu9Xga7`XG8c6?-BnFJUL}N>oJYG7qqDOBR%LcfQ>cQZ4rp$>KqF znEn{LtDMjGCz*sZM48cTT>1aDP1wnA|JVPVTz3%dXFTbImxH>iyz$lV=%eXJ+^hyt zma}*7pfV02hST*xK8;~bgPS(r=zzlYGHg0M=wls^>JLXILfeunj`|8&7KhUx#4Pb!2k9|+stk{*t?9($c@}sZa+XW)#Y?p9pPmU`a=BLr&@^@EhSf*cNgpn0tH$ydvD}w z;}KU%YTbi^G#<1yp7Ec&Q{DW*&+#t(=ufDL#-xFLVLCU~96DniwV4}65}%WmW}mDo z_8k2=_*_dS(>D<@c3jEB%GU+V#-AFYyPj&(wU$XE;~eD|#4)!zz|3Hs2$(_Vf0;mJ z%D={dx7>=}^4LdW-xkRX<{tnvdB&T2B6+4kzb3)#D^(S<`z@Tt=4kDw{i9aN5|BTA zo7T0C5CQbjPy!60jja_|T01qWsad+i(j2ZIodiO2)_PJ^{BI-??3j|*vGohp#?uCJ zlyyI2v*XOL@C2JI2MspJJf(nw_As~l_mVavs^&b&EExDj2A&tioB!-xn^_t(sOaV^Wwl;f2De)2Tj-u0_ zm>eitb-t?4&L+#deNnWI6!7_NA>y8%o;`@8h{Maq_tn2}0D6$a38VHoGV6kpN7!X= zkauKD3v3(U3>Q$Gbg>)4sNPpjKWZpyk}BiBax%ee$pN1CmSEGfln=R!wmxf!#hVW) zspO3}zz}>x*n<~(n=lrJFD|Bf4JO0K>g1nX0_ZYRnbf{%KbhOlb%DHF6~MGGFSXjY zoTpK_oo^5#BM)M_()$4x%@>JoOh zjA4c1otzTKVtqYY3CY$RryTT}@OU*kyS0RAI>ojwy+j!-H6Ih#u!RQPqS*GWDxQ1; zy$DIjZ&gP{Bz}#^jGBQKmX)2QjCOqb{zFks^fk)HxG?SGISVg58Z5=-{v~JOE_=3e z5fzLj`D@I=SE2~x2K>IM8UGTqU=keLo?$&$28WfOV-}=6kvreVkEuZOtc*|3tk@xj zGw3w?5l1=m>UWP}fS`wiD=bmQ9J_RA}?5!nEIf z4QOd2cS*;t{CC@T9qWms+^_zjMSDb4)~N34w+sz*nk#s9>MB_Ko@Bd-)5=AX&W0jE zmMRott}=}p@Q0VGJv||yN!LwCmFZtT4!`wCIuv@uZAa^1`kBnvmiHG#uf4bT{TrFZ z;Xk|pkvFm&d@U^IKNXAcuV>H&Y0_9Ui^ zjp9g8{6W9Ir7CUdo&JsYLjB59{rr-jCgovQ5MZbd5(tcLaUbU)lx#i~-IOLoXPMCi ztGCfX+h)mk+{J00riaCu7h#&-B%N8K%@>}OdyND~30Bg)vnf_$26sMOL2CPNJ zW*-oqh!xBbzXH~K(Va7b+bp~HM8^Glx{O-CjsDbz96zE4|2?E zX>TBzG&sNamHZ~jlCP<-0wSs4aF4mTx$u|-N+8o`HOCji`M{n=mSNZRS3aL^X3go} zx(IEQamu$6 zEr|P3A9R`x1y=~uHFa{iVBo~CFi$?0%ckGb*2&${Wiv!iA2mwm0jLrj4-2ud>8JYK0!+&=&FgX8rUOqUHZSYw`aTZvS&9@$Y{UF9^s( zK^lX<9jE58Xj<4%0@Z!BokvE1gcXWwbNZ~Ktn@yi;lP8mo(-qL&0f zSm7kwUAYW+P*0j*TRtm3ct-bQO{e7bT3h#$v;(ikIH0dXoZO^R76eDB5 zRC4MfHoc_KKK};k#!TZ;g;1=)4tyDmLpg)4K2p1%Md&ZeTuWELnu5)eApN=V9g!+N ziq%l^%GEaLsCwR{>rQuvLEE23_H3iqpG)qRYI(WLJnFl|*YYB6aiTlaCwZRZ(0VUX z4@<8!mB*eULOPYMM`dlx2oiHQs#c?3Wlg%0crMbd{`d z6hRzm(6c)S|NXAb*_gM zX7|`{F3Sc4%o6z+N1;Ji#8y(1uT<`{D2~b5Okis7OZTe!k3?*_dPZ~DnW%CJQ<1kN zY}JkSy(9VM#hm(XVcw@3?^a#BERIP!7jq@~u>M&#lCSDNMT6X=)lVGI9(2V%k-ZS}}6*m=k&U$R0Jq(cGF@b``b2XD|a3p-2V zMK+eQq~EtIWA>d(4R3@!;6GS&b`#^K_{nAMvY%YeEQ2fc@XFY~BPi)-reqcq(JApq z(9N{lHbEb=0Kq;<)||6sjgct8ly0`gCWvku=@ATor!{%GI+r~|x$*nBl!JFuV3a`L zjAe8k3z3_6*#T&FZTW>bR0RJM_QhjJ#((~uCj*e`>M!Dt|IQ}?3ov~}Rx8vY&fn=O znr*NJMz@FdCF3Dg#4qT56yb=;zwwB;OcBu1;TTjjF(PUd~qa<%cI!E^bLR24`! zTMS)U*3{O>)#j;bss(g}t`}AkI`v7lyE0g4E-zqj?MPEbk(Ko&fiwsWv-qZ)u@rIK zzN}14v>h1yVCL$zEs=b)eqzeA)QxCn(2le0^ETRkPsi5D-ADA@mDV%BzN0N46;l&U z0?;;0Jn8l=ifkguKf11H!&Q_badZv2Ff*A~saipoGqWp}ZJ^H>h3@u4_&1&WSa+jy z8Z?!@FJ91w@MTODAohm&xv>W=b!;|#WPMB>XW+iayMb?jO!^JN8Hc%saiO3YLJ)qlS_~Aqu*sU7|2TyKgj8AzTx#ILjca;H%+$Gv{yMTV1UB;D$TD`ccr8)E8L%%exw!GR()=J`d`kZ#bgzBf=_pMf~9WQyIu z4Y*!?o$`BwS7D&TdaP3&e7!!g&+FUKs&5ggd;docvT$ zZywSrCWs?Co^R#848b(x3+$=4n5te zZ&%%0VvjS+C)~HMY+o*$k8y?-_?#)DKr$&F!F)%I>Juey)K;~{Hsm2nif;d?>ZU*Y zF3)%zf(}Kapl5%B0QhQ(phsRWSwP3wTzf^tD!SM>G-F5qJ9`A4yws?OciPkEkfYM! zw20_?n*b6`XIT9!y5E-k4y*gfA38N9FHw5!gA9$3^iV9}E@+_6m=t4akP`A?%#Z;< zDI4TNUwHKJ$lEAIx}DA{;dH#w;4bEoK~m!SNWp5|cD>c-xH#y-lV78m`f8t+Ipk$M z4)wP7k(nF%n{VB^Q6hN#e*`=J75Mo7{PB(dGhDir%AiYN%6s(M@Sy_9Y=|_7 zYWBcBDr+q@c~ql6#Y}KMpRDOUaFmp#l_#ftwWsD!aCRG#jyzcSLz7PBLKl-ZL3R74 z4egM76Gox#i06*1I`yo*L(08ohH6Ls9SJS z60t{3{sr4W6i3RluS%f=+*O-6 zFlUO!ZhwNa-KOg{92Y0;w=JWe_GnLUUt6$bEC}fMCCpWItP=#eolkQ{?LI7Rkr3Hb zVRlcOD{|Fy+0!0T51IyE0XF3RiKEbR1B%Bmv(Lb&c_@#^RvxnOPK>H6W%dPfPl-n~ z%AZMgJmrhT?kxkvwaA2W+MwI6mfFMHL>VIlGYy^VlzmUS-AhgSlLm5&+6x4a(`~eb zF>~(UHt}+mTT;v54hHun>F-(|(pt(^-;FEyYeG=t;e$2gs8RdC*|;XoCxs`5^|IdO zJ8iYEr6sY)0=Ky)3NA9tpXac#R2>MxAHMrLT` zQk7@RKnQ{-oW1)9pt|g#rSG?076+PQ0n&X71M|22nFd$K0LX&BnX3`#sj( zxaNFw;h^5krqkF3wHa3LTiE9M2Won~9H%3_%n>~Lb^97Ci+)4=*d9+A7!SSoWA0LP z1F9GLd^s9D#sKchEsoDE!miQ{?Spp8A^Eq#%YRp^{;xJDu|J@9bDGlJ?8WUkmXqoO zRi4j)s8=}XlsZY78Kmn8b&`YkIvr=KU|WlrZ^5Pc@^NoyJ20-wM)r&)NqwUy4YcOg(feo}o++63Yv;65lKd9b=prRy)# zNt>0>#DSt8t7V^5yGADOKX2Fp^M}OA9UoPELAf5YrIu|5gJHX{7djtfWnh{89lG*@n4fQ{$s5Ur zPs3i7Hxyt3SrzBRX@G$>_UE|(flijZT0%UR3@Gu2amcN2yAa~lCvs15!X^8M*Bt_S zBCb`vXlwsQI`b?%guV{TT^{nh7!K+ULfkkP$?_+?OWKpDE%NM-d@XUP6oSk_S&=?z zsdyD0bhq2K_euQ;-k#gd(HI2ZTe_6pP=d6p7Y4=A=$>Wc=-_=HoZ82O886{LsZ9XG zUnflZ+J$lFRmNacYX$TgiFd-08u;qX69JJyN$Z8T$)%5;9l+sWnolQR!CqPI3>~&F&)IA(a5g+r@)m7{Eq(0Wt#BO4ew>qnXQh$*e8cIvSi&EIZS}vwHU5fV?8nChJ2yfA*koM0wt%_ z+IQYGMNOaSV=C6?RSg|4%2AgJM4#g2YHq7%G73pEn@lAj8?Zv6e-1Ui^)s@}zD#;t z#W|8?@zDvoCxR7Ma8_h6mjM5o2BPe+e`-VL_8N^GD!~SUUpl*c;>NbfEecTwAeWz9 z{4T3Jk5uXo2Y~B!f;UU)YVP^l!oM+P>JNE{>SLyrlCc}EwG$}3#;UHDB!sfcf50$*fc>;Z?<+wTJ6nSxugAuEBER`HN!XDW16SQ0zFD!`d?#kDWkX9<`MfKMJsT?X*#DMd_dm>xUQqmz_mRA(Y+NmJ zKyrt>%yE&I!oq2;3C6>yQEmMku8;X4BPsI}2K^0oh)3+%%YnI~+=6M*5mpKDi7o7Q7 zfpOvJh`(T?C}d#oV8!Kuw1MFQw{iYhnJ5Er9%%(rDz;wb)p|fUU9@R!i!!V<`EWv+ znyH6cP60{k^k}MZ4ZY0vk~oNREm)caTe&Kszxb`%*6N#rEWxDVA&+{6p^L7x2z06b zfty<+C!0oFot6sGZ(YB+9>eHf!aXHmE-i#Dov8Z=M>8fH!`QIi9qz<@aEacESu5;j z;ndGp@@&yex36A00Dp?6tr&*BNoU$3o^%_s_YRc~}pfa-fw!}f8P z;Vw_>f62Ep`e@{N5SodDcV6uKPn%)QVXGp^WQ!6cbcU`^@a_E}D%`LUu*l=IKRw#0 zJT26)K}P*WOy2@Mzc4S+->IdC8OUr_O)tzx)w^Yo(mNN@ZM8?ADzH<9NW;Ojg0;|>kapF?ATJTbTayi9ixALkmx#D`m z$NILhAh53F1)D^6G5NH*r&e0eKhAb#7Nhe1Ah8$R(zmhyCn29m{9xz0He&|?pm3>^ zg#+%oZYhskB^!H1Zts%!u)toJuKJk9i9N{`XZH%H0|EJGT%70d8LLBX$NQWnwFX&h z?3@^O0^HZX0bY*{O%1X+u2xQArz!+r&a%n|Z$d6ZuTq=X_~mE5Y2}%I$K1n*#7d^w zA^Cr7l@##4cXv)aMU1mQc~?LOm1U{mq{w*TX2~SM;^m-!%@?N@)@|3H6!VN}(G84O zt9>GsYC3(jjOHg&1-%8vKT}ga-A`?Lo7&Q>$cG^bTtqdh0P5wo(1g_u!KNX^ko~w2 zzvVDdFPGOOHR=I0+ao=ArhL^j(Q3vc;VpuWj*KNUEc^!ENx@!fJ{#^_VRdZagA3^< zjR1zh{}+4T5TpyNh1s^P+qP}n=56D@ZQHhO+q!Mrwr$(pb6?H8#jIvAn^{a&C#h8B zB&p!!oP6IN4ZQ7D56XYminVV)&pw}apZ=;Z^f%>MDn9+c9xHs2|GN_Y1AqLW`}bed z^Ml`KCKvIad0D%=)8B(Q@IT!EjMEt|@uj3Mm@BCq9H}dq8QmTG@U9x2i(X>?iEs^7 z`p5Kgz<_SCJ`?e&QFXyjy6h~ce6#w0ZCL*Ad+q;mTK<29|My3r_Gb+SU}NIwLW|9@Px4h^NzB776AGWfLs|b$xx^ zr;7_a+u8x?>gpQ6)3>#y8weQy-e&U6l{o2Md%j%&^RC^!tmnyrMjA2hBuq|7lE*nZ z93K;&6OT(s{1P6H+&eldJTp29ry!JXv}XqX*@BfL3~zR00Nk+mJs~)VZ+7}hj>_ib z)tCsn22_+?1td!gMDAikj$k7$4#Yx2vhsr!aM=c25HgKH4#ef*$2tme3Zy^;(%{_K z!pP$4CG#La0K7QN3Pes%9~1lI012f9dPNrnZw=%S5_2qg(GoQrq7DRzs|TN*yXp~E ze8}M8UUy(&Y;A3w#r@4Q8+bYOYR(U$LyI>Boa=`m=xLe<{SUkv$XS0Hj$S%q5P9rem z9LpEQW>1$dWJBFsYGZyq)9Cv0?C@0oFr0yfAvhRi*u*?fJGT!Q)_U3}JL_KupsqJu zZrtCR*f?F-pOp?GeywpRy|>kUzAYyPRYw|}> z0tlCcgai^37RU?|s2wMh(7pZ8OKy&hpX*zk`=0#>Scq7{(zN*EcG6WR9&CWefp+PFX8u@L zAbg(8j|0omW>x*PsE^OxUJ*mBrD=VcMqwcAW7G(uior@4KlnBu5wxA(X#W8if~taX zX@2^s13B4BJoGr(YD~O7Y%J{EHYfZj1Mk>O`<9|LGC`z&b{kDvT>^=CdWvwowutzU zu=_zSZ0NEAw|`rP1H(PC6OM3T_G)|T0jb3Cecqq~OhFl;zA(N-E`cES1O|Z(klsYH zfFR}s2Eh%GJ`n90L9hmYkWl@E_7Rytu}FWAVEu&75$i#)ihgFb>6m>_={hzEJSOOW zLbn@eK0`To8fd=rTfB0=XSMl{1Rhfqju5+!RK7%P-xhyFbZkvt|JB3&%5S+G{vm4S z$YvTnzXJM^=pTRAHnRR2`FR;*PWueDMFsg5I&LBU=cJnL`(#LLVVC{c%?v!#f7Ld> zD+Np0IsMca+ySW+c;7iDr1!t9=!c&}C8{&PpcypdTswNdd??0bR!SenLRI_q1$lTrUw=mY!b;~D;s zF*vL9Ckf!a%kCDg2tL46|EvVD$!jmls_Ya?8Nz49sYtNP|gaqcS{&@=**FR-RT>hyPVfSXq zx814xPeuFIe}!`GKiK2iq^@~i0_EQq)=Vx9zPR}ZJ$gSaPoD(eE3RBfr!cG``g%av z4`9ESA)0r5(feKVH*$9~i&r%i^79`wn{VtqL_?&C%BOF4{`R0t<6R5sZlD)_Q?&|z zUfRzqBcjgZ)Gj_xJV*&VFFg9-e$JyU_nP#DE9wdm;Q?ny?E0THW|wB{n2uuH+RmeK zxyWaYMz~|W(0ilQIDY{ujr(9fq#>6snV}Q_EKczi$lN|dj%aP-=?|PmvoTIVbp*2v zx=P1B+tUT63f(9&BlG>9+2Rdo9%j}|5`2>#wHjrNJWhKF2Nrus!r!6?e8;i{82Empk*XWF)Mdm*H8=F^mmD@JnZYF-$ z^qg%^KCR{^EgLdjntA$uy_3ObfoW|ntLxOR+=k4m=?9#msoaX^eCH$RC!*67lmmo% zh(9!Y61*kZAmZY5@@0CrOaYF~cr%rhwc{Z&Z`0LWf5m7powoc|fLz`*3T?+yQ^8x0 zX^kMT`xe{IjJEV0I10*>+${Xz9f1LGsoKe!j|IgxgAMjPRx%oahrw0KC|w_sY6FJc z-!>_TI&Y6B7ReRXOjd8wq@JaFP6rb3J|g|VLf$$p!Ltx{L#;0jp! zT1Wh`lisjZuJ(VtQcavZQa1-GluOf^YO#9S}!tPy2d1aAwL`8EO+Lg z6RZ9^?h^SqfHrx5;doNWLM-(4zvlSvtD-0>N+;J7X-j^5I}`CwIE?VA+{SaZr`L`P zmAV{!DQxFC@MqJ@+1<-2`718n*r`A&T!yc))S$FUvj-l%nj5xyVl1J-LTiymF5EUu z8mzLdYnhvIbOiIWk|LJ~;e6K(OPKA|8FX|$sNRHH6eia28&Woe9VLLx+ppv)q9r1&d6d)Nt%)UEU;zLm>8$vbCHGDuDzjOd55B*hR$GGw&H zMKqF$cIZ%rCU~m%y!$7)Q6NwxAS0E)cjCIUgr{N2@ENM;yKlr)Gn{AQr!cdJOfhgc zfN;>ndK=>6bo7eB>ZbJ{aX*B&@=bu@MIpk?9P>s}S6Xg- zZ+$lSt8>|(g$bBZ%rM2TAe+lGq-iR(>ZYO5s+zix@$dg7iDyeMUmt?ZcDrFJXA*^j zet=%yV=E5xo;-%J{XGX}%q%dx7=O?3?M=HB>{trkOG1+dUj_HjTXARRT?1IRa)x_@S7QW10%umuduwpxC+!N$^d3;MdP(b+ zkQos&y>Q)Hagg?|-}nzr+ANs`*_(0$H%hcNCZ+HfYr_-#@tr0EZs0?us!<=evdV$h zxHSP{wwSnZt#Y2m=z7EJ>hzdaw;-C`Ixe0`%2eq<3z;N!_Y)4R-vQ;CS27-=QusmJ`$MB#Ch< z04?%@>RHk*cFXR2l*V`&kZPvh`oFt6_+g>O@`T*#9Wk>C8PdXsT^iFO6NZ&4yZaH5 zHEkrowJp=+>TKOEXtCk)an(J`38Zs&E#B^zGIFFrW=la#-qR*^!)KztSE8QX9kTCk zQ!|clb0glZJ{chRi|SqJ2QXZNY5Tje&5S{jHPfWm-0u9YNuAJ)p7k-&R(5KRA8U01 z?AcNkGRN1^i8@vnpM|(oiHw}=PcG#>LECz17qDC9xCDjl6HVJ16_qpMwPD`N%26hqVI{z3$D;uyT6T9zNOrBWeZw);?y42frxC z;CRgInX&|TZnPn1^cOBU#g=JWv|zk3D`|gpyeQNO@8Canh|3JvBL{a&XTC=BNmwa zaTa1|a**I8%r#c;=`C~CLd4-z+hz8c+M!UR93RHQ*0}j1jH&6ERy5gF$H-R&#pKS) zD@z_+t3$Yn4^Qbekf%~z(_p&mfig_rrDa^6$j=w|#fmwYf4 z7)~$wHCx&BCmg7r@zX|%MfC0t!bccSM~(L8@tthnL7hC$5?_otprYBIKu1Q(4n)kt zeIlON_lAwCP^Kd&q%gMOfojC7pB%Lw;zcvj!e*(iRH^tSLV94^)P^OwPke_QS@}0R zCM<9Yw-i$MGoz^!HGFr2P|mD~c&DM`lk$yY`On3)H|-wv)h-KCQl8fktzP$dkuL9r5{_FWb}@pi{3tNUJ1XrB-Lp zH^MEmeWnZkkh{`l>exSZOa(qHyxui zKJY++r{%5E5Dh;}GxLyMd19Uw*@rX+S{Nl0T()wb=s9zj?G#l3fqL@aHe?H$PKz-{c-r9RTz zg(cVr#B)#OT9$bHuP)eIglyNgXs;m@;Mg84#o>&!Ejhkdl;*s04Z=aQKz+Avo;vh|&XaWb*Q)!BT2QI@&fL8cPWoUufuymX=MyJL7G2mR=&*2_9(mhfl)%(V_O zfy<6+m22uNVa-YhJA&juxc>ZDr9l78tAD~+x&5_!d{)*KsNrHwoz?M>$-3A;>w#IW z-P_j|@PWx8!tR$1Clp}SZGVxuu;_OCf?fX!mEHv` zH&Bp}LgZf7fspo`_FZEsbqo2(_erAyyR_7nn44IsUiI!qnOHIAhNv;${S7ocnhkUUNsTA$)`3;l&rL`kBR=c0^O=xf`Hxk!WAz!fabs zaE*q`@xm^F10+ii>h#9aC37fZpQP7aSv^|5BpY~<$&>437>acsa zyLI6`#hRIU)|D7Fs09vD;mRRSsDWZA&_J2?QwOS3Q&nb}=2qh*e7%=$<~By~k(A;? zyU!XeQDJ(aHit-fK>5fVQ^4dB!82!0FSuIY5FpcVWp6HzUip$%>r-&|WqM$5Jk2*a zcep3=)?Q4T^6&4sW)oNXRDs<%P3Cje?WTOjFO(xKwn*z1BdXr=kfUi_c-3bH4DZ+4 zaj%~jChj6^b)P#Tj>1T%F3#tNsq;DNor91FXE^LE4Xojy$2b+^hrQQ*;^l+-MKia~dYpw^- zv``q~#kf`RicaOi5<4eywH+DKgwosn1B&u&p#a#r z5~=nZQ6Kh{hyU4A-P>sFUim0Ae&2V3&|ScPN>hA1p>uUQjDSX-EEOJg7VL~8!P$q_ z)tVf6Vdbd~0e}xwAM+&YtUC_L*Vc`Pa_TVKxB8oTQ!^Kb;2e6={~5T8h5=sZL8{q% zbqNH1v$-iMOVrz-Q(7~LoG5CK!tLap3U41Z-V$?VRHg7V(phIEG3Uvl`P)iCkMKbb z`_7Wq{bg2nuLa?)u_-Nj9vb3CmZZfIF*gI3i#=>X7*jFmOwc)ME`o zE79dc4zXZd;37{+-Z=$E*T~Y`6U3|T=7fy1z_c;}sWjfgG)Uc2w^43GhU;_6F4Dm#U z#s?wgesZxB@@pLIceca^#G_MAw^!JJj+;8p8htzmGkk%r_01;KBuIR}7(HfXe^ZBo zex^4EF2`nMgnb3(OuGEh)zGY)leR5=WmsnyARk{at}#Y|2*o2G-Q79fOkMmZ7SBFuF=- zK|U4o0-(`D#LUy=qdS#b77@qV?lP(N>4DL&S^CKCU@t}9G{CR`(bvwyINLB8><@HL z;ATAt>I)e5bL0=FYVXC|=ukL(fHHIL0zzEO+LKtQ{NMLeMrkUp*bF2H??`Jhz@xXBvS~+{FIQH;?ME)oNlohaLm&#Dw zgXR9AmMxzOn*$c_J%k}|Cy}lEl1v_kQ|za49<+x2dUa(rt%y4CJXhhSX~Hpdm|$P3 zo3z;Z$dS-TqIbT^bdzpQ`Q`1b15mg_e=`rZnd?butjhHU;MhXzaYZR7&0K+q=9-{} z`z8dX?L==9)IF%>f(7xC_^v_!`n2-6LA-e$y^Kw-&=?1yJA7oMOlh}ZzChLMh%)F< zlQ6#A?G4kLt)#Qk4GBn@o>naxBCDZ%_A>M9_T71V2;K$ZJ74}a$-tMydlIm#R+B(>hS2NjoreH~VM2!jI{SZb%(| zGu>+=qmCI@%AxNT2&l#g*exfkK>egkQ%4-9Qrnr23OOIBfM! z!~-8@r`E`e^WgE1h`j?fVE~FMu(zhSW$dc63X8E3=A?{DLImE{>XN8whUfW!Q`7#y zsgXl{WV^XYzrIVu*j%4eZ5owZ@^1u}PDH|~f6Of|u_N+5?}vy9)o>nZXlw1VkSGCK zyuZCDAo?8EMq(>HR$F5|>S-?Y9;nW5atz_aEu(UTKEpY5p`5{wh7R)@3RDRS0C(}6WH3I3v7V6Su~G3PKo1c{SJ5>SwY zNyMIF?nm{M;Ux^a6HP{jFYZoM$U(Lpxolr!0p1cwdx@lP^N(beYM@-Zyc~#qyY|Kt zVP6?W$rlZnYw`5=j11+L~nWve{sf3Pz&mYu7xw`N${X zTNwj(=&~4LqB66u`N$kYE)ewa7401`?`v)gY*XoKOK?brDb-U%H~T=@t#H0vB+va{ z&REIc_<$*=$*}=cOFu}J@tKgA-O&z=Wi!^nN03>owWiElnr){+^|4%pHLGq34%_;h zU#nLtK{m!0{$zBtua-3Z772t1M0~fNoF24j#0f*;kB4>InWe$!3m$Ky9Z&)f+brHS z)(2F{`*ND=${cN+R`_n!@{6ELj0qUDP-xaVWTfbG_+YVBQnLFBRxLdVOaa5l?`yqs z7e)J7fizO~bIrUWx1n)z2Wk5Q%q7!kfrwFTDbA&;IG_liM;<(RJwQ{Gk>`8uiUC2^ zoF2H-;c~ppsUt=K6Gyu)Y!?hBR#+7b7b;|Q@*yg=QLqh6^*Ta(#_Cy^ymJJQv2%hz zjnW}bgH(`+mH|eY*Z8^yyLAou>*V&T##y@j8;z1pH8{u6;=Rj8DVEn8 z1iKg-b?Prp2O3$iYGk>C@<*v<;y1+G&t5y7b@HF;#@w(Uug%w`215n9S=pK3jNs9_$!$^oVu;;^eV%~ zs~|J&f4)jU%7oCz4Q|C_(sl37U9JhY9)mzKuvI$5IlyzFOg+R**XQg0 z!Cv5(_KwrBj$Ew{uW*&zA#YVw)UW%^4KaVCT!YRg;!2 zatNje9LA3JaXrB>w_hHN*3E6Lg?5yiLRXKvl1|frPHl^M%Vwp0Tfx7Rf7IhB4Gfr9 zkM!aFZh&&}nvvoc;tua#Ge$}xVz#D#A_?aO(joiA_2}IU>0MzWH?bxFida zbD{9pRgP@61q%65U6~n1u$i2Z#+FZXTcmPUwPIK0vX(x{cY(j#@ti{cLa(L7?>Dw$ zT_F9@Q;Q;waPD~U#UnF8+j>pCMJO(fk~iS~&)&JxI14+k`BT9;P~p8NYXE zf?WNd0PV{!lzymM=*}*+lFbzaPkdV5Nwws&z9VP^+}tR?>E!m^JshH@CI!vIr{Zg= z5&S0X-D*=@;ht-)g$mrBq5;aXh-+_t{7s_*nc&i6A&cda)G&{no5IE79g@uZeIw1C z*V)L=U#4>XOvF=VXc`%@swB~^e$nA>`qpe48I5q~<>eR7NlBny*b(%VgT}AGPl=yx zugM@?*A)~s8r&0Zz-G;_(_Z9i&=bRIZj*gXcNr}}(I&kULcD=P&g#&@S=X>`G-@*2 z(ImBtDjLZI#B)L)xA{S46dB?6tgoxyl+#J<+A-~e-qa``nPB8|Uv=zQm)yyf(E z;%u+7ny-D&qoiQ+vO`-3l1ph%LB)nN6~O)n=qriZ8SC=k)%rtL;%adF29vapyr|=I zI5!23%6yDYjeJRCn*#d7ofNLcv&j4_Png^p5FvWLYwmbvHyL9pfja<6q2G;wfA8&8 zww$BSygkB;KgFPqiK@ASNnUVsmnmYNvXXe;lc;dsJ~bRWwycSsvo@t9CtD1B-y@)y`s->WTiU zq$W@VUj6$aKc6|eztEF%Zl^lR`lY$T4btIwrFwBfA|<-4*ZBKej$0XXNjwEGDcLy| zCg-QO^6PQ>&SW?RkgvWLl;R24F%fG)i5xOKd+aai(XLed4VNEAW97w_96O~?@BW@$ z!ysfmAyv(^*6quB76q+=w)6r1 zQ0PQDTnyLoBtSwr_Br{Stv1n_({*BNm4*)>@iG?^Toy3)YyHF!jx%s34GM2St6!FJ zOP!HT^e>pqiPFXR5jxa41+B-Lza4>zAROq@F( zxtxL9AEf=QuSHB=_W^=si94ZN6!$T=sOEal~NZovr$Y)}~PF9R40n z2&W0x*-Y)N5!n-JHFf_Cyb9T|N?NFb#n14v@r=KUSsIIjb=71jjmvlW)~Fq~s>>e2 z%YT~4mEBra{6*=TLP_FCPbh-PJ|E*s8Z=Mo>YGT$U2!q4OjnZnHq>8e50wTnV)FTy zD?8+x)lW%Y3#RMpfiR{U@`7(x%_c05Qn!gtf-RrJ#z&x)^#o3?t-_`MA z4BBK{MeGduqx~rThB8RHhdcb>hP$3h)YUkF7`k>_@~cT6J3dS4!B7!u|Aa2o%-llx z3e3D)^cj|rSL@VPLeA-;k3F6p(U;>yW-Q?lAPPUtzl2Hum7}<=fr>fPbzu{islj90 zHPCqFn7&MRcOQ7;&0C|-4TP-1I0v(&SV#Yky~UB{z?J+Sm$1MZ;+d?gri8gvVYK$f z>%>m8c^*<-%O|=%b}3q8Yz>&cXGgSQP)ymA8{sZ(Y)c4RtkmVF8WKBWUkaTeoGSYz zAjIBZ?=(WhuHVVljDVikLn>%_ROM(QN78Tv2DUQ0lU#|hC6QfAzDZ(mThOm`t&VT?px_`92$B>4Iqf7uD&H>dI z;Q=Met>;}-AjhRo5lM)KqmQSH53}UFtL!~&#xYsG^Zt6PvjfgwqrAXOii9o00C`TS zgWF!9=Fg8fOaQ^}&B|}FSL>pDbEBcZaN5F@)o3NSS3u;wcb(zZS%d(1bgggLvB{#( zyJyJpWy;=b2O_Ag<_d&7jW%SP4o!wTtKjDW=x@mIh|TYJAPn_2O}sZLn|lL6>jTIh zeH|`|uc}+?gds!pK7aTWeLaZ%J(3hq$n5aVzEj@tbt|rK~9BEJv(ss ze{6d{zf1HuwF)RDl1_6oqH?0{EbC*2ljLO9g?q$c35-AbIqcYQ3@20p=sE|0pe_Z> z=p$GufQoHnUA7`m?7SDN5m6R*-zLo@>izWGqQ*4y5Awz2c(bjcT>sJJmhURxz(7#0 z2BG?^SAR;?zYG7}-36PYwmtGBjaIh`ddn`@m$JbzlQu+aWClrW;BTgf{9j3`)HyT8%4vS~M&RR6qmly$0zX4)TOyvH1Fsgpn6emD9-ErIQ0R`B;l?o2A;S z#@^#(d993ePqG9td5;b;$vt71pQv-Khh{d=ZaL02s}%y~O%PO1!=5Z0%2{FSWLQY8 zdNuTpzxh^Z;;#V%u-qPg6%3#&{UL`&PB@%}9=(z)xpb#RSnhFDy)zU=JuAtonqh$YX_ zSU=*;wMl1;NdD}XNV;P^RSrah+b?aXp|%;oeRl9u{C82LuR=o0PM3Rcoh*GK=tfTN zRmaeE*1kVm8ioude*kxo*Mpj+l{1Gq?aYX$q10r>>_ z&&EZfA(6l^p$)dSLAusp+KAJQU^b}%B_nC!h@E=>mVVRVE#hZy4H9?^cZUESHutK5 z7J7%C>Ny^Q_k(`|`YYp!JIN^h!ZjrhhA~WUPf@C@P;xaY+E;ihe=(B9oCFq}j>0E0 z;cfOaS=oEJ^w}&5_{ww;*A%7JleSFZGHBMoGdsmozDcgAab1OZzyj$79Q?G1s{=hM z)$GC;h(_RVMsgEr`^Z5M3N5CvxcQBey#JcwwAhpKtp4iv?f9_gZE`|K(~ z)fU_@bH>O;^sj2#G-4kIoKwH|8thJ{>t-NA_eu4*PsY!?^zB1M62v5X3BQf{;oVVxqw@K?AP#fW^BUQx9J2(oY!Mrm#N)6rglm-M_vFsk$w0TAh(JA zBuN(CMc%d7x=k;sZ}h9iW%$Ri8C+V1O4zfuQ@TOU!@{@0(=2K$d74x>oC=WoG^-Vf z{Fae$<;<2Hyys&_fY>!j!Ow$+-yF5ONQDnEOfpcTYzD_Q1FJ%Uh_(9&1^I{x5r}5x z@Z)vkZHK^8S-n1LO1egWX>I~lV(`gOb)iNXm;7}_Z};1k8X-$^Uc$D?8=q1(lp&c5fT5S|%wel2Ib)##h04lg+*-AP{i7qcyj*&AVH;)3Ix z83Rn#=YVjO)VImgmB_rj;*1?pZTzo^5bMLn-UUnnyqUWRODL#~Je6Py&L&*GQE{~z z+OE@_#xJ5Fjfp^$-#hqr6kwPxY}CURm&)UIULea?#+I^j1S|;i+lW|TTAgOa%6f7n z>+mp-vxBUl{$&{_rXU43l-Lh)cqZ{@kk>Vzjhjwc`vq(!mk@fbdiLF4L9OLqYAPk! za@%V_*Vo377*nLy1%}-)6q$UP&I9}zu_#Y><5by_snoFy>9%Mq_T~OF>6BlG4FJZo zBHS+tOO-b4R}Rd8#_NS^$9Ra~=oqNi&gZ)`dWrNeYzxOt-Rv?E>i`Eo~YQoP3u| zy_;F@lDg%ee)k9t;>c4DXO<#xhY}O$9feKd-RTaz!Ah+;Q+~y}6L9?Gt~@n`&>RZA zPL|MgAHKKTqpLT#lYdU0*CZ=%uvX?%!X(wKd~9SLBU9-TNp3RJB1}p79pyq?f}B zn_Kyf8Pm{&#y4|SqSzc}^@AcqkAVp0T(q|r9bq^g>)T`I0@MsKItkCmSD9ZmWsAAi zoGW2&G=>YY-S0Nt_N=+|N^voOn|m)FyuolOJT0YeS3L%zo22b=lE8AoA7P1>s}m4L ztnLpqKA(n?X$d+AiT1r&5xFbJ!Nnv5VZ4mD>1Q5}kFC!bj0I z&X)2!w5`sQ$lovYL*_6giUT}NL+10Z@E;Q|-Mi_S6>Fd}>66K>r#IEU;&$x#RG4&R zK4}>-cV>%Z8hT)e9WjU_NH*xPxw`IRaCq(f)rN#FT7~R?2BSXbQ>6=|)~-11puXf9 zva})G#*-q7+N6E?#cYVV9}Cs1nl>`a+FVoi#5x#=HvFsYne>aG^)x=TWrg!AqPJwL z7wdO=)j}bkf*I#fUt9C?&31`JzQbl`n#j5f(r@iPXmmP9J#gzf1Zz^|9KEsWt~bOM z>}a7H2Z1lAA8s@lJE{`21JuJ-B|y{EO?NKV$D3d#_H7+keS&A%-JjW9uYIOEc`&A? zczjbRhlU1eT@b=c5>iD2gFLVz=WlvBxDL`CvB_T0qAv&nm3 z`c@+A81y3YvDqP0IA%wdK|&?!2r!$LSv`2XsL5{@L{mMHTkR?@U{~6p(6T10LJi9X zAidcMG2A3^5XJ|i*0&R3&vq*}+`}!{RV9Afzx@QT$n{N&p3@@8Ak=R&4jbm)-7-MY z2|vu?25pS!{KcE}rXIdd_fKxK;5Fa!hZ*30NivD(r6g!4_gTjHY(XwUqL7H!^}Xc{ zbuKiSo{b_Xq)*jtI@F(>9(Q<)Zu_e(@j`)TEyXG=Npea6a7D}q>b&Wf9&vbn%iIR> zXq{&pby%pr1n#iNU}TSEikgQKg;qE^qw9qma)W=oF(dA{mhUA?1}0j=al}&4UR*=n zuGZ#n<;VQNLP79Ch`fx*n;NZ@TpFY@;zIytRX;d)!@69s{-a-~Qb#*=RJBH)3S1fzqLRhdR24fYm!a14`1c zD2HPWK9#&${`m)bE5o6d%yUq;tVtg+Lv!bD{u2C{a2LyC$Zj!*~6jV$hjor~F39o+*fz zDQy}CsNa+8lv64RpI4-@R1={Gk3cx|Rd6~jjjzVqm#dB?wOg>{`v)4Axu<)YNoIn; z;~}mgT3rzHm>UJ(MN+fC6k(CBczpFJPy4#BFbNd8oo_zE`zz5{l=$hxF0Y-<@V@(@ zgjDH@okiIFm^1`}s%6F^@h~MEzG`VKPXa}0{h=tTLOe0pX{T7K9f&um0O5@RSJc84 ze^)cDBIaOo0H!{p(v(fX>Owm|U+Kcc3X!(%d@1V}v(8IXJ^^xy6%$oY{L)_!O6EUD zPsSX>y3N#`zxoB3Qi8I*mC03#_e)!dq=nXo#xVkgJwzj z&BG(>ZJor5%A2SuOCgz5JXy*L$$WO5K?Owv7A;BBG80AcZtfBJC~9-b$1SD##7`kp zyp_$*4np+mSxU@$7a7|M)iEUQEw%CAO2wnrg`7nQ0CdUwLCbr-c$iK~Qi~-$#&a&|T^#nv?_utf_EE(Z8aNL@i6<+cT!4hFvQJzg zg-ZXRFIk-YS@M>3yuc`FKeL}!Kp1vSvdPWwM21*2z%T6CI6$BE8uWr$vX~fUMTOr^ z7Tb|V(q`7w*?q;|b$rnhyM>EJWLnMHpxUP3TGe7i3cDDqyRLEX+6yNl$uRrnazL4r zoDjEuAXdLW-loy6*D#_}!Bi0}@mNid9Ub~bVzm6kJoR{Ll!(pl3pxip*H@aC*i13f zrwN4lbL2cMi_w?8tHPmTd5z>|KY1LSVbhhC_UvS0^`ZeLWmF(b&soW^#MRa)LrVB- z5e~*_Kn`#-RJrY4Bu@1pvOd>5Tl0c2&GU)igS>z4cn_>>)%6%058jm##5REIO>EN! z;#bX2rMI>UrWYNZZEC^^iJUx|1xX`(b?Y$QGYvQp33-Sn zg@0SmtcT2oX?(F!pDpj8GK0 zgcVn^8!g!eiO*gvqmTA4ohHt27eK;GKg zZSd0tcPs+a1|cGjrNR0_@mIq$P!{F5gfAI@F7UwWK60l;E5awc0Sk-@kJ$QDLJ1Oh z6>HbqleJ(s+7|t(RIuyoYH@H73dOkl=hj9`pmu^a%T64%dhW6kkm5_Vf#2 zz|GoL??3C|&<_KhaZAJn3N?XjBgjVSz@aHFW7ukc@a%7BbTc6E?^jhH%-Gq58?ps#x36tJeDOfeq zd+#SjvcPnD_F0R>*9pMu(&q!D@DBb|iKAT2V!IsiNmF-3E@DHtguK`6!BlSz81Db0 zu!AGQ-!}VbbnTeZD+Vmo?%H8~-#)r!+ylhYwFlm@N=$U=o4z!Ew zD%-2dQ_B!hbnlwFuiu*a4`&Fdh;hU|FLNx9C74#MXWXOmx>4f1@PB;T6w$r(Xy4ZF zarA4k^r$Q{m({A@`Q?=O=_~S|ADcd5fB9;@q-wV6AcU5d;x%|AS=KxU`r8dlox{W3 z{dx@~q?d^~zRkgsx8$yDq+mwI!|lN_M{h&O9$i&Yfo}Zs0~VY~AJv9Q3)96fN@K%C zS+45S@ve+VTrX|)`z1;qm4(g5efs6P)y!mhEH`CJV1+HQ;=reY)c7CVNiyY=a+wA) zZeLtxfzApgwH`9ENK4bQfH9X&k(o&PzlbQkBNmdocDj#f*Jr(-*qI5EDuLU+KiWm< zqH)oeBl06R*QuDP_TX~;bk=#Oj%2kCDJ13+8EZy79@v4+y<|C$ru{mkyn_1LGE!#Z zDM!E=D$xY&NkJ3r>BRZJ0SW)m^>q~AGADMF!*;aUFhvjGip!^`(dX}i`|mD|m%#o; z@6{k+gavESJN4{4kLL0^AF?$#x?;kOLywMJ9a;6$B{*vtkmV|OC%~G*X~S4zHJiZ3 z4T%;6Hc^EA#V|Q-pX|=_eNz)Cx@eb_BjRD8#m9~4N@7LxCeaHm>_k?Cz6PDZDcCJp0N21=Gzh~)H`hsD{SBeD zicvYp^Zn0Hwze<|)jrrB;Pz!$dHUSo+Y!NBg7Z7xm0y?oG6?-B42Zr5cYQ7e0AGkE zceUo559(QL5J3#lbg3TTJ^RNA#tPJR5Xko;pvG1*tWU4Asz2N(+OrPjm{=5lx2dKy z@dg%=HPYqXoNw#|%S2gvGyS@^)<)hk(qzER9!*eiE4*YPzE}C)|C?|Z;#uU>;-|t{ zFwj^?3>t20dvG%kBmzR=#bIm;eZvwXcz)d=-fm!?&=wq4_mb$-E+-VIO0r!!+i9YW z|MiZe2pg}9$ww|jw`4k2&^oC1v6fh_aNdJm5Z3H661i^SDJoGV!Ny5^b3D(P#V36n zFMmXD@g-ER4J=!iSYe!1b~bVO7@xD1@;j@{L?a;T9LdM~HAK0fSQpnm5txB4Spg1s zyqJzYcI}8lDB5*Kv<6YPr z$H5cqYji35TQzRtQJLc1abe%++XU%aP|TI)wHFV&kL41|Oc>FbP%Hn~rMH@jMJ0Xq z1J&zJU2Kmv5jhn5u3WA#X3N2douzPgG>{CVx^i8u?y&Co_-GnePRwTB1~ca?Ll@nG z8!dTte8y!d&TSrjV<_l=|0DjJYV}My*7l{9N(c-SjMWL>u!8DJxG|Y*%Yg2B-UAyp zekB}xN(d=s?)l!+{bQv-dVFwK@|Nsuw;uLoB4mBUU#UX>7rhut*UN;O%yYGB zlc~~8`pvYUdeEJyxdGkqsflFxy>1E-0UYwJN*5GNa%NG@6*QV`r~%e(ZUs_UTbyW$?k@i|E=q4CoD>?4=Yhb{h6Sb6K1vl%ECm8n{WXNrcL1HzQsyTP zzO94`;Y$^Eg6a@oDq*m|w(-ey+W%ne9fEY>qHW8x&6Bom+qP|Ip0sV_q;1=_ZQHiL zMEz9}x8gN!<2848x7J!Q=9skQfkAH(L0jlZrbHg^dD0UXeVs$*-hG9k*`_HxsJCG0 zBR8b_gu?licr1amT`^e@p>n*ussy^NV*6HnOz{xkMX_*Zt}Shauc3uDBICU!9i{h; zad6hqcxP#YSa34%NKR_guQ5qBQitSW7l*iUxZrqhn{TN9mSCvjoD5kOIB$v(G)$+1 zxc|0u%K1Q1DDqWT#Dz(tHxpJttO#9M}ZADe%U;#fYC3r=oUKvva=pe{6Ytz`d$lh6=a&?y^7FcS^7k` zhFqjTaRs0zMxxvSJGI4Q1X1WgYuO@;Y%mR(BSaq0-L-~&>j2h$P>fpiQ+IHDs(|a7 zXRg`5ZU|1y*vl9v%G`|T47C7ej>RG8)<#v+bUx*gnuS@5vC|DSM)U6u_SnUqdy>Rv z&jn%NQ(K(*vN(_gS8xsKzki!MR(lY}U;;=l^u`R>K{}qU_hXytQ9NIn{)}1HgNxe9 zHlQPVuk++-Pw1GCN$^FF@a#pWLi}pKP?+X$!8(FtCfdP$1Q1~20BNaEqnUj8*oE@|XKqqeTsR2I$$=gZymAlnx(e0JC^_7i81d|%Sd_B?80?^wz~ z*BzSn9d?JY>Plt!y<&^JzG9pPYY1#MRXw@euJ+w%imjb#EMYc!#KbisiT?Yc&Lt&R zz#z2Eo`JzO_mXyTyebjX)v*^<&$zm^P|);9eh?A+76Yr43F&&CL?K>hozv_Fg0Dpfm~(>x;fX*;)W?lep?p7KrN*+0 z={W}9Ob8@AL6cB_q{F%tuhIe&iHVOdNdDIDM2$AMQQy7EB&Brt+aW+axjW#WurM=BrUrQsapbo264jz5qZ1{N)9(KK(duAAn zqq{_0-E@r^=?kh z%~RGQ#IKlEsxu{HJzBYT$$7hB)fpU7uDY7!jNirn}5wCLZI_)GGnWBln@=q@xgnrB>4Nft?hPe}Lzk@+s3?*+~T$Ctj(ph;9 z-F=uXf?SrPL7mF|33xc|Oo=m#R2e@?R?9Wai9`|R7v*S&9-zpBkXbY8bY0U^!`y@B zdj~Q?ZjWigTg2Sv{r()v={TxxWT7!2oQ5G}&8%5Y)gtV*7HuAt!byn>yJS!X?JeW+ zK78Bx1^f!N+vTe{mHh2p9gE>EXv)!8VoFnXtW7@2XII__8C_(419l-)(P3{jNr{{_ zXWt&FdGI}vU21U&D--a>4pr0U7uoEAFv7I!Ew-? z+)DEv)}~9R+C{yg1MN7kt#2f}IK@sgo{ud8!&@>dh5Ssl_*-O(ks&W;kAD{=xkG}K zBx~J7eu`6zZ$Q5_9*gml1|CrFKc0M{4jH`2Q$#;5LPMi%4)~s#Z0Jr^_!9jl)$52# z4(%seP1d@(_H&;f zTW~;Kd#aIT*F8e`_QsKi7^FRu+S$h;glF8drBNG5agT)gBhX_9T16qPlal=0dH zj5SQErHOAA)QUenOeyQnvNHvi$kPDx&bN6q$KeO3k3a_@Dvo#aM3@lcD*phijj>so zqsYaaANT3{6YDf5hz-k$LSd=H_Ca|j#!#9*GYT1pcj58t+F;}$YNIP}ku{^89hh~< zmyP_6(!fTckswcO>e%il(+2v(vmHs4jjnv>=J5N7GhtK?yAyK6&?;9zW_534f8LLjYG-P#{?{f z3%>1_Z95SKJP|Q(K?a|5Lo?BD`XBYy+xFW~59?h7ym^=4k$)$bs5dGtO}t0R^VW^P zb=OcY>6;o`@RIbRI9Wo#3L-3rLrND&9UL8&@xlGU!e^GQGujN7xsiUQ2$Z4nm$wd} zXlZRh{jIg9-v`)OW5<#A0$S$|%Pbs2yujCMR zc6;6~e?G~pzY4#-l9ZNKDgd@kiraaEdO*Wqpf9k0LZ zAdDr#z8E{aKHuaD*oE|PZWnm;9;*die+r7IQiiQp2Li(o&_-UG3YdCyc$v+iYM3hH z7fR@oeWT_r1Iq)_N9;Hwi=3WiY(R8`)r8z4NYs5m-#3W@`Jy8CTAv=@To~ojNSX(a! zoB530Ug<&gNTI-FcA|`~i1u~t_9(@7hm^k+B<;dU^7D)i>L)}76D3p-Ua0^FD_l(y zM*d|l+b6ecQme;?gH^Zj`+J!*J@dT>WUseb8Wl2M=9rf4f4lIflY~Lj0OhM7xF><`#kWI+=_f;>gahr zMe7Us4W{MEpU!kvlN`-e0L1eW27|c#!{3TSE#5wZwaD4`IUcEN6H~cPkZ@Bdy(V1Z z`i7tJwO1z-Q%@j0^B7`fgB~-C-d`%wjnyh1ra7fL_(XDbV{nryAdT~Ck+%{6MspJ# z6T0@-Vx(PopxmZY=$^7#OGsV3*zhwY-G}K}@Rn<;p0IZ7yyU+o(4-2*-Go(uf#A~u z^FJ-3AxUL(SMz^aC?9H|nST(r^ZLc^9I913TBm+%$Bn;OS8@iiBq)u*3#~ZnG(zYT zy5nhFNlIm@EssI`mBXAESzjG?mI%aW@ORe-6@GjZQ*Z8iX&~aL)E{<*9$^~yRV`0N zxF>W{hKfG$p&?42*fg;;;Up-0L4X9$rrN{XBzj{;XLUc3bRx|&;=pC!_IP0W*zY+; z-z{ZhkzHU@yG^4Cgv^&=D#xQ8(YIB|Mx5rSHH_a)R-(8;&(zsp z1L~{^N$+*v+E3Y12sJF$3sa#XR5&PAQH6#?0d)CkUhCWJqcXXPi>RQ@sW21o34Kre zW-U-6DcAR7+feGGXTgEZJK>QBOP`6hli!rSmWv*%%rpp{i*#hna+deRAZbdhjzunD zUX;y}62|Hl(1)6JB5DV)#wsKkZDa}Tl+elI|DE*-WaM!xuu2MZmw6sDdt0n5U`N;z z@GKG&w1y?#@IEgdEkJa(P)A{WgFCxA6o zFO_m7VhL5N0t)ZZD8$taRBhgL@pc0JXu1C6w5&lR#_(9QTNNoDO}mtN)v7|7j?)UQ zW>>)0%_*UnG?l>@wbbL1G~&R`9$y|J^MO#4B{g0^xGV7r*Zz|b&(y_(dkYclR( zNv(GllX>7;N2%x23|r7Uhsn1mX3@x@a07%WT6LMsU4b%#fSbe(ECRjIG*URj@w<_9 z)OKFD)D~{*ut9t89V~M>rPGJDm?To8Ag=_T(*B2vL-((CI}sOH0WIklOf9d1FZF=)@sHU|)V9 zNCxi;r}H`ouFIzjAt`zzofzQIV_G3@pacwHP15(IOwmp zIdmZ)sKGh^Xh7b^yv+E;#85y(+f!ec<&6e;6|eySI4zc^NQTVk@4(UgcqCSh(&8yy zO6Q0qfcmBkYoLuek|N?BXu4B!2@Yb4;xsUrPQ^lWWh1^yYptd4 z=yXPV=j=gyw-uCy=ImwqvgR#36@gTp{pnaro$}iEi}QU?!I$|eq4bLs-CkQ_a{l@H z!xAQy1LBKopBml)0N%;DejW8H2qKLFWN#XnM^q1cHGJ`n@W(h;>T4?*v^GYg$*Me}ju0B~ z-29a0Nafz3-lx4HqjxAww!;VAkT$%qJg+L@{va#DsbD-c9Crc(V1UTyWr0`h z7cWk>I`PM8W^&Q6kebR;WEmRYav{i&c@1;|s)o4KO(K6KE70~-HMgFceA zz=Z3(Wt2cZ1<1K5B<>gWnpnWlwJ6JvEQU5S93?ZhTJ@svqDWM4@M!`jy`nR`iy;#O~iAEf$>M2x#6>VgTeiQlY$n z;g{Or=;)-^oPOop1gC`vW7#lc1fz*au5yn6Q6B1=Yx~lVKZp+W)x9U`@EjTEFXdAT zsjws|a{M8zSOZVgvf&g#qGBMh23RouXXR^}~`p+dx zx9oil-_rAI-D0kPA#DX_lfNiVPS0t037=e{^6HNQlBo919AjyDd37q;vJW%V>Jp4X z4a5&Toy5u>auxUA=LK~Mq9x=-I~vWmkCX*(wXM?7ptz~9K%)gE6k+6Cf4VS=zX(mz zxt3F>BeV01)pL#`9|jjJjGX3?x9+fmJ4v_}LyT*R>FQA7 zrxk8}E0!`b1rSUwbb)D3Xo0$e#TlHCed#B79T4}NI-HN%=*K=z6uY=WpD;hbHXuxZ#M^?iNd3Y62ryy&`-t@PjIa?b`$Rl~GD=war%-|4cGX{P zz>xcS2SDvy9lv(ZM0qa-dL-E@2e&?>cWp{Vz#V z5FyZ)uC8tnZxB!fD$pT9E5wg{{>=f@hs?yc&ewc!d|FX3N&jO3d<5b$%72Hi8*s=D zVIU|A%!v54yr^IC_3dpSSjs=ZjNzI>M(e+kKZIeLKd}V2dsvqUjK^O21RMcZZ+CkX zN04D!oc-6lKPEqG=%6jfFYwDL>%UeXd(u=?knRC%&ia1+&iH=xKpY&11cLhq`%in0 z%R=-1m+wOw$mSP7NS|HX;auNUrfdG3{f~1&^&meysg*;Z&O|_|zeqa~(Rr|6_Xj`z zr2qr^Uw_(Pypvz)=ieI1*^${>2EM61h+hJ}aeV8uhxidtXFViDo&3Z5df573ww2(o zo=$2c*z)M_Uu$&a{BXO35G_8&Pc9Au3e3GdCrVv}ON0i+aN_<||E5!ij@dikrr<%s zON77YcbKOG(a~4_E{HM^t-c;&`-sb5GT@%;1;4X2u%JAeU;6C$KbSxXO)TS}fP-2B zB!T{DfDsKH;jMon7SM4B7a_hb5F+0v5G`JIgTFy_0uT_?C*3CwG;qMaf6?9x5ZzC} zHW1-4;y5gj_BZeckl>X7p#TunHz@yc!#5}lNPydKAYwE4;7l_Hx0lvW)BhBMG`m#D zgQm`Gbe5^7IJmn<@nUta`;+v%dnub+@Y5bf80w~w@R^|Y6e$0y6*#jI`h4Z~68$HZ z75#n|K7oQeZXqe?CoNUMAUg618R(@It4zIYI#f&kgY~nBLBAx8pDlP}w`a|y?~o9G zz4m;lAemk0Lap5~=aeo;eKoGX-PU0Ln;#wfNsr9aXg^+fQUm^_=5x@V-W$<9SP)}H zWgSVtNMtERWvau&d{>qCOq4HH-JSc_7)zOVWUg!&$Sl*}AD>vz-%!*1 zqrgZR8obCDNy>UhRvpO@D?YB#<>ExPD1=v-PM4+H|07LOtFp%Znt6~5WCAY+#w{Vj zRjh5r{>2KK$Xvu|Ykn=81~Q72!u>(F0|vtx;{xV@SeJLp2RlDg_UgyfDnQEsHbW$b z-wV;o2#N!VKL-4kK>bGb*+o~|h*#PX5Ab>pBbGfG@+xiU8f2jnYOkGqj{7gfUsZfI zB6i%NuH#z3A5nD52F(CdI-K;d_OA@f{2*#Qa2K}YZy|K~$+6uL#EWA2gRkO?OfsX> zT-GGPJfNAhE5^WU;%$JHJ7p-f!NGCTXVfXXP_`d;0EGahXRtC{-{k|pI-<|FWJOloBqx+3Tdqi!G19Fwu0%6yVRqrQFJYwi*5B&mF1Lr}1d=BsYuJgJOrj za`aJEy@&=R$uuI_l38O1NE3e@RA5&{NyPW$mv#|O8bi~CpoJ^qF?i9V+IS{DQ1ZTv zzdbcP(Oms>=O#`D&+Z}A2LAqG_@dPB{XOdaR z4+~46@36}H`+<&REpWr9e0t2G>bhV-9uWS-sGF#{e~{s4=jPZ6ql}7Dn-w@hL3t;X zW-mJF?&Su7@l*G{n+=_L23Rm}dJHowzBOrDrWXEN+UW=EL?JHAzL3$0I{Lmv3nDw$ z-mTH?loaEQa%bCA)Hh#?@81CQS(J=rp^f*}4ZV-WeZ}Bo<$^ccj)I7@WCBfk;I2ff zWAxc*n^+c+;!yEc0j^}8?PC?Q+B!8Q;vHq|*Q}BhSsER$%u{f3Rp+LytRLMrlWgeL zWztiLn3h&tw`;gf9C3pqRhn17>)_{UfKx+5c;CMLspWRaQi%q4)6mey1+^_Pxj3#+ z!(5ul%I4tdjOnA=&u^|LA=U8F=Ae8mLmd;aippqlWc6lUU@?w0Pr=ULaMS~rrj^CV z>G6GIfkAfEX)}7_O6FM?J>u7ZE;jlQTUr38l?AP%WTjbh>JZ3?R9PhjD*PNf2a{m7 zj)3(kqq9g*=k4+51Sl$WIpNU^x`+3C&&*P?GY1Hf0;XUi8Fy(yuEJB&l|la=RwCNw z1C?9gs6s$Y7-5t+%3Of`XJZwxk#a2}sdhZMYpZaUQ(Mkdi|~Ugw0E#D(?W^TKezyH zK*^UW@S6%X!=&Y16ftu>TGh|<8oePN4%Zn`vq-ES&nf>eZ8#mZOY2RAT)on*b1=M1 z2!=CSgZ6_|qZySQF8hw&B(elE7cR=TqyFzM>7_@`(Z)y?Be95;u)>s6kLo3|2C=?& z!(VU)5tzU!utbu{kK9KU6G|lmUD+MZKv<_}7uemkyARs8w{iwJD&{?_No@x9mm+yd~KS! z#Yc3=sD?K<6r<4~&JKb`*0xJig=Gb6gqLa?uLN@mZNAtOC@FLc=S@D$%C=`y10#k%L+nwJnfa=w$RO+WV7zk-w12uSh}YR>zf zVDs2UirwUx+YV|F{e5b#KiD``gipT4Ov^&J>nK|%nv^gA+Bo_lrwE)bD(cmPHWnj- z+j!oyjG{?@)UcOyW&+ILDW)+bP{f2E3KZaph7tp%)o5I8ado-Txl@@SXLhoUKnBJ` z%Ns<=CF>l2z`Q zPfKFOw<@t0Z7$|hWlTWM@+vWm)kq0GxJv%vflxnj%VC8{*s&FI1DlQsbbgiy;*H81 zJMzjx29?kc1u@>1F<-8gXQ_h{)RwTD%}yE|S?Q*_*ra!pD}7tMe1ER+AtX85KYWf9 zT4Dkx4{A*R+gvz-yq`V)EEwEc&6=W@st&BiX6C&%KeW?btkV zK^z9<-rt~$2tB;+2|d%V?Y~pZ3k7ueGRW!7gHl0|hw6UAT1V;}aNwa}3^YEpU0YoK z+e!R@#y=(D8$(iFPotn8%_d9%N! zx<4(>?m$B>v+n&us|}Cl5_jNIRfgRy_qp)!Xf%4KIO*J~^QoCn#(TFGVwiz#IULAJ zwDwYL_1DHsY9U;qp%OdqWUJWMK8;S7AX~HL5})R){%V{Ij&#g98-Nc|-hPsFmrMez zMkZ2~WI&Qy2;oQlI7g;55|=@R+w^MlC~g^&gIl=m(_v}mKECZPQSl0DAVhNpZu zKrMbu3lCyrR5yy1Yz~x;?}$nlU}Px$9{|M}G!iQbXJWdgCDc^48=zT&P9%%>G+Jp= zQsW*g0_t_}CHm|h_CFFwQ4332@wm{=afSzf7N+8O_i{WD zC!WS1J_iZcoJ=^*LF6TcQ&=wIvi|}S+C>t7x>_&p@!`2oSlxPp*K4tdGXzdLo&hVC zb%v<3H%Bg8y5^O$BBwoIC|^p9=Q!-FwmK!fZlh;^wJbZ^(52slz4TO{ageRhRvo1S zZ8lYH&mGYY95?nS2P5`F5&DdZE=Ygq<e&-cKk7OQ*0ll|_YSLN8Ksbd&W#>EG22)gX z6!Ow+7uh*@*jc=ZyGX_F{0@?oepJT8@) zmbjd&1*qZ`O5B|@yMap93jkYjJ7d<_a_(*W5T_;}m<=#Zl#hul*X-D2{zVTHjiDsM zC-CsKqo_}+>@EH6RCe(rH1QN_>mDfa0$vW_`!J}e=S6sH?niHAZ)%?)D35g5WNroyc%1#1+g`jDn zV0sH-ee)asy0W8r5sS#L6Ty}rIuSTi?j7F>l9*e4?RjLW?~Z28qF1s{NrZN6&3nfB z*Dfui?ZEPkTz`M&0Tl^-D+L3?eU0)LQSbQ3pBfJeac<$WnmvH#f|?#bF*~7W@eAFo zh)I17gWmegx|cUKJcgL_T#s$uZrOVB{N+liyKZ+J&2&>Nv3ZEXD9rYTT@;KAw zKzn=u%AzUmP(X|VuKiTS*Tsw*gy^#JMpiyz|Ia_yl|V+~A<@fUBQ3#A3N+XwQM z-u}QovP5MWHlA)SiBXm;NWb-Hbsvqksj=OTqqS9xA304~l+!bh68P*~8^guE_*`sS z%}K5KxYLAr1UL*wnxPIJhK$1T&0p0^u6bsyW@+};E9eiexX4aZ97v3p>t9!x&2Cjj zfc5A-=|xOk_<0nNH?8qY!(eu|6n6qvV1;{~JI}+1xy^EDX5LIUCVH^$xwxw@5?f`M zRpp>X?~fJ)&MEP0bH7@|xjN-Mpi;e4Fppx#-&!)hI(Sx&`2#ZLrk}8>by5bpCNdzu z{PDkKK}aU5QJm?a@#ZLgU?{+0Qbx_`5!#;wGSgtq}blQQhMqGOKI;V?4O_td(&m(i_XrXW7T~I(Q>zatBy}S$)y8| zS-GrWx)n7-Md=5Yk1Nnu7j5p07}2CmOu(hm3JcrbI^FTrpnDjSVu~ z2&wenln{>gBaIEfOVeN){>!a5#-4rim58(Ew!^_JkXlw4UUbVj>?s-JXN>!~2FUkx zMrv}RUWE3Ute|pMdHeP#wcchmQ0u84a8l&mGO@$=KGYL=v;v_`bWvW^Roch;^l>-UsHoPs!3VWNztx zPTsH1@{iI9@qMxJyio5QwIyqo+-orEi(rpjJtGtGqE5nX%}aZ8U@DM;o?$gMoFVWn zmaBK;8Q&+OVN6`7sd^Jc6B+O&9aLmBA4KpRPS*WJ7O&MZgF9sSbI5EmksmTV7ZWSR zw!d%FU@+JWeR{fx7yrm~t(@;79@rn_IYVA%sEAW=B0+{*a~_~SvasHyy|uR`YVJ4; z0z<6%(w@2ZJw>2RFqre^8DG$A@yl?uXibMVnm-yII~kY3dgTQId1POq*FQ#@m*~_2%$##V(|o65zxryF-0jHquk-gf&7Z&K42 z+axIo!fifB&pV_RPI88G42EI=U>oQkJNh^@?I;ZDEm7z5Z+&Ha(7LgzC4_gnqTbu@ z(RY+|rnZrG&^>3W%Tt6$;j__yAl=MH6Ui2~6fgs1OHZxW1_X&Q^Oz~#%L3wz5n^8y zoX`(5?H*tAU7BB`#m=cu+GHIOb>p-6o&?_T+yZ3wN=7eEABx^W8Ml{cj&GgT;AiT*JAU zsS#0zWWIkeY|O1_TgvkAV^#Lc?v{2n{z(nOEl>!D@EDtb0YQGWMye0j-!Ybzc~4jx znXRuXGayvT*oGkEd|0gg@njQm$8A@>mrK%PL7RI@@-_ILO}P>8~h zI8`@Oc8j>vy;663z+B z{>e^R32FCuSipL&Cbi-s&dE}3a(_kZXBOYhTGrTAz(d`tm$Mm>;87Z}fV{q5SrauQ zcvEj?MSPrWz#mDOfre!~MPvJ@r^5enHoAPso*H%kMX=?Dc2dpe``Z zn5h>3GC#l*7Z3Cr*RjIA$UmJfGEqONYh->3(Tg@fploRtPsF7}wmv=3ED^8xvsu{R zarMu}|Gi)I&dLGOZdePiP*%6IUVBIRR%$`(5^0r~;@koynsw(IrZL9zjEel_FLtMG zB+p4U{Lx%kq2uWi|U|=TqEx>< z@mvgl3$06WGke-oJ2!uk9By7p$h{?fQl#J02!8)TL)Jr= zn3&Ss7!PlF(N)A!-&SONbdt<`7x8Dc1%`Kf?eVbY@pfYHbo`qcJdsvp`9|S(U zPhM~ZQz(vb6e%QbdkDD*xWmR0!XI%?&U{36ELw1f+jDv^{KVmJN3cIvuF)OtMaqVk zxb-1B$70=7@);pXD@HQP*IeSkBvM ztmauRXRF8@uM#ydoApvUZ_L*RllYLSU_sd`(jK&=#T)j#abRoqsmql(!X-K0i0!s^ zOi0WbcoP$2-8^B!y*6>NLmwj8`j{}3Ri#hVVD7x74a^!1|d3 z$a5xlwWyoTLkLdWNxkXA)0 zTvBN$$?cD$tnvHj(!Inv^gEt2Xbm7c(Q;=(EEj@7j0<(~Dm(`Nio45s zvf4YwNMyVL>Cdkx*swNU3ojcZLvXlOG4|19hoVIexQ&4gS3&1rCBJ2`A+Oz-?$$T= zm6w^vin7nQ+I>gxo0Rj{C%CUi;M8D!%EDIxTJb1)?>m9q9eQFARIUG(DQv0y!%slLOeQYWAJN{Epla-tjkkB>; z0g+!4Ym4ab4iiYNXJfw;paB|uyU%R~T z3L`{Ljh1!#c58!yz^veKKP<^s&14zA8P{AmsQGWZ8Isvi9x7Z6?5tMobv*DMu31

R zRv4ftZZ^h|&M6^=rS{*n`lQ>c6`t|kgA<;Jy=3mv+*xhF2rGtkhecbQ(1*Z*6>%KP zXT2ver9N}#LK2YQrx)#K(0KU-ae^P6hd{>#k#|KL!TJ?9j34Vb(wxbyRnxUP#4ZGS zxN-1>a#u!T^7Cqa`B=mIf@xzf8);oEtva@8DORtmh>6atXcFy-BhaQouXCuK%eEI< zp$I`#$QDK>)Dp5A#OFdAsKGVwyJaDW*#u+dDS>%p8@nP(zO=`0dhvwueBI7%VVML0 zYfIo-=3y_`b@e7ypJFqohEgT5ES-qH{wY$HEu))VIaQ-%y`Ee1_04>e<&e}sD`Au< zW}q28`tp3_JUCG()l@5ji88XW(4=&V>JGP-@e;?xyPH7Ky!2A$$84^Cq(w>!63>wMdR@x2tZ(te~k@ z&xvxUZUfF-Lm|DUmkE3$lw;-E&yD7Aa(Y0JmLC8EiuG7``*jx{;66#ydQg;Fa=t(Hw8&5v8MTYa z9dcXVVkN*GKQhh_s|owIPH#JB(lpJ1!`!y9v?&)?ev7-XB6B($iZj>SR|ERZ`lF0w zPw8)#L?@qwyqg+9N$ykqGpQlsmkA zD3$D^-6@W@;LMv;=p>!;J2_V7X4QHTXO$;j%n5oE9cUAQ>(Si|Y5MLt>lX9oya0nQ z13#ecn;`*opYJOGoK-h|smo^I);328i56bV`2qU8azJf}Czvj~_Vl1*(g-xeLH)of z+a7bN?7)pWvz5M>lm-_J<>p^jQ`4^P>^!qRQQLI7{xuFqr!*Rf>V-@%`hvvi{e^y& zbGNwU+$xnB^P$!yqd7L#9rJf4u@e6w_sQEZ?Hcx)C%R0lM`;j*u?6OADoqI%Vdo~Y?@3BPph51u{?F-V0JF!PwL*GFw-JM`#)@eBRXed zprx&eIThBZ6{`2j&<7TLlJL5GIg1sacvy)C^xAmPI$Q{OhC95Nrt3$p(QcOf+FyOO z4?l)V9;%R}E_k|oHU~vA@%e>+V|1SNC@Pfq5d?Vm{ON}}jr_<6aveSMeufxZ?qQ^v z*z_BtPLnSC5yOF3{W0jQf0Lb}LwOq;$RG8@Vgx_oY!;fFzESb^((C(cHl|r^95HhX zh|EEO@S_KudW~(?ajK`T7V7WPo$#O7FPngsu~1l%Puvxtc8p_E?18*a2ALhzZ2<*| zu1vv3IUyr--yvLF?i-C^^e1u%PwEcC081GVWic1yH-zy{%`RgRZ(liyB02sJDcfVC)e#aAG4TUX2WT7Eys}$iRdO^@* zE3+(ra1iGAgqd|2T&$AswHTt;gAm*M>gyUfH|6^aFlLopy=pXZM68WO?B_)~A$3Ctlz8k;{wMr-&Z9V!>4Ir!PmghVLPOUT~Dr zjy!^4{P+ljYnL8dj=*>A3*|cF_?UJ?IM5#S_>Y$AD+PIZ~9!PMg!(?TJ?Km&|@Zr zFV*lUphahS1Q?UIs5)e0p?jL1ki6UCT%TsNmHGi0z+YpLiI?zhWXH8`~DO1Rq~MRTwEnlZ8B*q zUJ#-g37I3j{b1#irfM`}*UUdC2N;=%&pT1(x{y1vQV@M&jcYJ60WnYrPCp(k%OC%MDTWbVjwzysT%a~@XDAVtc;9b}f- zXq?~BuVoE4DMBy zVW4z?3xH1VJQp2meNd#I@Z%x-JsdirD^npoi4SDt&PZ@4=F|(=eTNFSz{E9B@;KkU zX;@N%q#m-te;nUwO7NS%*_r+%r-$~j*M+~lmX==ba%Q_O7H+-J^c1|3w8-WnQa<0P z{?V#>0auRav!rIxlb##3Z z2qS<1{V!B1>;Fcjva+!L4~NQ3$icO!zOQa*+3 z19J@J2lzWaRt}7N;0GVJ01-~l3ewf5Mh~P_>?26NVSr8;3oeLA%XX0`VGbke&ZBF< zpCWj{X|&L1n2LLh0F0ZbL!f~7o}Y@!JEkQ{9jv=5u_*bx?C#9!1 z`JJ;JK#U--IFRn{5?e>Xe7%kqHJfxh3g?CaX?egvzC63z_pKs|jv5U--8>sF-!bjo z;~V<*)F5Tiu1jYPe{)`tqO>e3?bVBNqo4#jbD5}7W&nCz<@pO z1FXv4V_MyiKG(m=!l0ty;NWB-zknDyfF^MEC~w|?Ob9eqvI%dR-`qoi1T+e0dOqD@ zHGwwp-QPq`j^Q6efM+NXGy}H3;NOeIAi+R#93im{AzT7TAiwlJmf-5Y#=ABJps(O+ zP&*0<5DA~(?yG;QH^T-KBTeytg??$(_K=A9smPIKbxV9|C`v({!rknn0N+4C!GMbX z8U!}}Ya9^pRgs4f`n5UuHMStSLIV8vC!3Ft%opp$3kN9YR}uuqj)2W6v4a;3sN-k) zQ7pI^I8n1f&zD2pm()wQ)4NCF7scdPI|&{ zhz=RyCyq7rn@kHKChFDh-L{e(>$5scBqYS~Pd(BNJ-92l;IsZ @Jr=W)9`9g8VP zFj<0A_^*#Tpyz;~pf9v`G>n7M%ky1-nNb0vl}h)|dr>toFsKhYW+EjfAk1GNZ-~%a z%uOaKVUE zawJ4^x$*?U0-4<^1y6hHm`Rz2>x^>8d-v%gY+kx?JH?J_=D%q3<7r65zNM!&Ul{wG>bRnY?_tiLGr!V6cIbu`K5$vQF#9AR?U zGc5hRC*Ae#z%_{1=O9#zCNPZAP(Zz&)`+JS2Di5$Pg?7AUp=G+4SDB9f^c z=4zYsPsdG?)ZD|`r#oeppZOXZD^{JWI6{u-5qp6_y!$t9e(&rW$Byz7Px1{KZ1j~nMk1<*!zw6~)*1Bu%-Of|Hg$2E$*U8`z zL;(S^U;w_@=Qy@gQ&&j*6Dn~m6g3&nB_kw$vy;~2te-kd>ahpUMhE&!8js~4`dq)$ z^TR>K%l!;q3lSQmg$kLB9fye!WS+}|)iDc=6(h#^>TPG|0%fW; z$sUXoGxRT(55AQ8Lzcn<1yv8BtW_O?j|Hxi&T+XUR#Ru2{l%xj=qPsR_52@Oorz2Y z#9L2b>2>9r|L^^(l2p{Ee+jgVCtrATdUZR) zSE3uY_^ux#&(nbxAV1sIrB2ei(7iuocg{~r2UclOw~A&R1OuIvx1z8&o(M`<5_3|^Z>SC`Fc zp9m7ynDCG4sjd_MykL;Y@PG^KuUde6N;6h*hxd zcL##?Qs`Z&Z?&>MUL!`EQrMo31z$^a@7@n?&rCb0#-m6`)FabnsAkH9NG@G4g9Ge6$_3O&%*2HcpeB34sL6=S)t{&xr$a zewc)})a~qRtU+eZk|i6s@X@o?eyG@3_M5PV+$!ae%4yW%@&oLozJ)bIUQ0=jlX;9d z*H>E`a1zqKVw_M#S=%YvulMjb)p zV3n0MjZ9ERO2w%a4a&3FbPf-G-5xc_<7ae+r~(?^BacS8fW?& z%j2Gf%EIRpOyV(kK=!puWjYhWeQQMBfYUiaeDlp(=>KiI;itTfed$3j>SQk&Aaweg-sM@7IGo!e^Jtsa%tEUXx4A{)WaVQ(25)foK-E0zF zrVgy4-J{Vd_J%$!xn7ZeAyc@qX)WeL0}p>zH4s(pAqCY~Cf z?m?fnMJ!rftjJS&50>B*$l^mv+`KfOW}V&)W0~~&fF!snrYiD7yDHViszkWg)9Cl= zMr}7Kf3%f@F}N18S#5Oiuvd`Cq83ON%`!$`OQNvDY~^WA_dT`)cbZ`_kY1mJ_*@P| zGrVdRnW2kszvX<^eYceRA<-O?dM-(BFLZ(1>>vbp9ZY@LBbP_I5WUV&_J5j*=}8{}{?Nc9bX_sl~aAQ>lmMa(pP_zuAZC zwtrmhCq+PrUdk0bBs-Rs_oMsX>o3SsEyfOYCgETByc0Vv7cW(-pF3p>8Ty&yIx4|f z!KJwsvMe>;c4gMKog7>C23@yq8BD%J30UQ2K+eEjj^*mI_$_R2eOnYsni=ft5LTgZ z&q{h3`gckO^P&Y8PXGQkhXpm!w?|8(cT3jW$C%#a)h48tT7Kx+|I_gzOHC|~ewi;n z#++s&D(*ng=u$>{V<( zvpzcPFj@<%QfRmZ*iCN^_4`U0$t+hriB%eGZmtyPbExmGMqRgDl8+lkJ+&mF433{kU zA!=Z<8@@M-;!-IDOKdQba)g;DYawR6*%kAklrFg*Gj%5QvbBJ5LzPssocSNVa=NzX z7&i4IKA1=CWw8O3$eD2Z)4RGR2*GxyoeO(^E{uRo8m$)vnU33(zIx&ae=5ry!t5X~ z>z$Cf0qVm9UfFI#3vhw~m6jvvuVo15rEp9-RVr0YD%h;GUh!Jqhb#tU;MrB{RA#ZT zPx_OR&kPggu^sx_@1L4&Lc!sPvz?I;NRhf#0CRSnq5KJ8{-D#(>#E$?V_RjE=3c7QbPt=;p$$<-)slaGV68Cz}M*XDiTjc|Un_o`7G82~R(jB2#L_Ebmv z<1@3?YVlKw-13tui$RtjKc>y~FP{^cc^R7V@440D*J+ zCOnizm!89vTKQ_ZViA{px>7nebzZT-*3h6%azfFW5DrIcH`jgd`CFbQu3-YFQ>!PM zk3`JeA%6BzqdsUREgCcPx0OiFg%|WCP_i3T7K$$@MgM-*>pX@b|8VtpI%az{=N0_2 z7Qot+dMJ_{e=~_3ki8Be>VKyem^A73*NGj(ktvh(K03=YY0C88Z5nAQXS{tJR-qJ? zY^g$bdAM=|j3^CN<2FW891>jl5AazpxmZitw0*h1+>E|mB{S)M6rvud1r zd7s5Lp}i|tirhy;b%!8F$u&dqFFzRr7+&XcXzq<_O_H^*7|IpMCW72>jESH8jH#LbY}<<8Q?Nw^%B{&FpG-GI&$vh)H@0fFz8_WU5!A1$|ia) zXRDCC&N|{NL|@g&%kJli&&@LHt!@S=GtDG<;f(i3IU1p=8#t%Wp5h#yhr!~vmp)-W0+QJxFRqq?wHh?kLkQi0Vlp; z<{DqakV^m97)@^kVTfjI)~h-WozzafA85l1M!svcG2pYyad^~EaYPid-cR$P2b*LM7b-Naj*Av#f6iN-_^J99g*dkkw!6%PwW z`F%o-L2aoo(>h%;6+A7J|9Hf7Gw-Fzv7)Qyc`zsMtMh+CfS?;W3fIp>sw;HbP@Q-g1Gs;46rgJe-}5K}B9Af9lV8 zGLIGd5l>yB#K8dm)p55Ks(5Ovu~}HpN2Rp=0#DTDv9_5QRr8Shx7eO2cBO}<_FTpY zANJcFqw{va1UuLaEB-OF3AzAz%L)&U!U9RB*BQsI2jl+bt#Wgnh%{a{9S@|bC&y9O zJl@+HpAj+X&x4%zm^s3h=(}7RqkvZOt|qgQ=_<*sqX?Ekz;)eY%fzT4x%Z0b=%y$(1oM@Fu*_z~H;1dvSyOBX9`ox3E9Ldrvlip@}3B}}#A$W9^! zI#G3k-){T*><&qUy`CS=&I^NN+$V<}4c20XQ})GbNufV~DJj3TKOr>+gi&AVMqK?{EA-V4LJO1W8*~_jpZsay0NmW z&ket2(eVVlFw{D<1K1sj8@Z@MqV*}8kP5r#8yYai3IwrIEJE$pc;76^<-TTTPCTUPWxH{iD}Rdlw`f zJsDohHt_OLFt~p|7XNYB#sLz6ixtY%X^XXL^hv3OD-qw^5$Ume#fR%Q@YqeRir8x! zbD#2TQrjc~vwg_2uI``#270+$1ot8EJ?vG1y)>MJZow^P0@)%pxXsPSVsW@QaqE@G zb4h5;Mkd~s)sE%}!8%D~L2;ubTk z_kBa z1QF&dja^z-{ZN0LiQIDm_F`vs(wKen zl>W6NUuUlAICWjUEzx}ZHRr|OqA_+rq-NE%QYGSKyoHxt+b#hq--Ei!g$}KH9Txhq ziRD7mq7B#} zTR)Hm518+?gNLnz5il(>0?Gzk;nmjLeuTLT+kif-`q-a=kT70-tipPHhe)SVC3-m4 zqynUtL@Hy?r;w%}*rkz;+#h_YnnSe6(4kf+Is%tkrEq&ho`Q27#QS;r*I4KKgp^bo zs)K!C8&vPFEgfG`76@V^kcghoijv;tWIVun*)-Y#n$ZO0Vp1L^<{OY`eivf%`@^d8hH< z-a1;ode)gMxpm>gb$EIXukcz?qe@0;eONnRZ(-N_rwyd3%2TXBr{9K0SlIDm4+a1P zTpVCl+}GCK;JnKmiiSzn#Bb&L16p~ER0Ln9x~ zlWOkAgNDk3nDcv=AmIbhZDi7M=hWY2UF)Q}(~bTjv}21XAkO2TKN@HTpz{dIEj z;mASzc=GmyjL!3f){>6vaO?*oDqtevRCHtR18eIVSHIIK@9_}G zS50s@2yU6fRCbiWCuo7Pdt1gB*Cc5AEg5~d1C8*7lg`+_X{-*g(&BYY?k3N1X!{N- zXLeUReJYd{C!cruvdy(m^`7x~b(UgziIr%G;ap%4E^yC99z5-^~uT}nuw6>hEOVUfOms8Vu7?9JL4 z&di~5#FY~nxpB1t-3nDY@tNICVCe$7Jtp!XZ!bN5USn>xI%7@T9(n=xIqyfypG&6W z?nbo3;j=@7gLU0s#b=b5mGA;u)7dvxZhBQ5J(55o6&q6B17I*cC2|~!qmQ$6;62t@ z2J{jBIK-m@P%rnlw0^&1`BQ|{UnlfCQ?BM&1TTwRa z6EKM+qB&EMo8Betfz?yLgGqPoX zfH3Y5CQ$o8P_9sqJ@^tzUDYvO#ZY3nPn9d%MK5kV0TCvXw{JbHt(h7SiQi&R1F5g(5q|C?MarxIr}x`#1)FQ%MIGWJ_n=rG~Z%CcCg?XV21-eCIftP3pmE1J^4R6_Z?Yj-C?zcmUZ`7Y+DL zZGn)`EDCuW|I%^}NfAH0T&RYb>x2PXz`J~Ym^9-mNTbtFH{0sW;Z#&(hf;+{CcUK5 zDP*z8U}^oODsP&wyBl6Q(wGe5GW#Z??u_jPLs!M677qBj`j4x<{aL2ZM!)h8(+-b< zbAU!x`+c=v2Ja9KyM?1S)8>Ln?JYeDMrCK1{VxwJW?1ukxqAc%QPmD}Xt<6fYpc1TW&2+wbiGe_>1arN@zT`0!~3smoZj5k z1RXtz>5%WDcfiH28zV>ZduzCSOd6m>Le&agP>y>QEOu6NkS>WxbOjNz22sIT+B@N)Ruu2XKt zMVBzQGu;E6nd^_JoazJ<>WPm}NfgGLf?S<)b#;8dr3gQ#lYgUiIRu+1>!lsKJ--p> z6I`xP$(O+UI<=P;IrnO;JtCNm86mVZ|M?5-PtP$}q`pV42*(|G%ito)LG~vB+e;Cn zOAdB3%88Vi?L5kS*))CKQ-VY*-9o>E?oy4ynR0q*?;Lr@_rg9C-UB`0tm zBu_p(4m0Zn4<+onPNt08q5C^B29Q=`ReBGsq-7*^^LwMHw;x$8gfLOj7};<^rSeLV zZOKaY<9Q1at~Vx0jPB5Z^;MNTIU$ zdkHA$HQD{6T-~l{SKa7-jluddZ41^Py{75e_V_H%Ed=|g=Ti&tm{*rZ4AQ`UAIjmD zRqY(P1*s@gtZ0A*x1&W9YY2L4l#b>P)FFNY-gLPtrkGgbeJRV2zApKq`WXZA7@lXN z9(mArW>J8mwyXkeAnSsg3)v zj)K@*hz4B^At)f2`N%U?N;{HjFH+^KuzkAK?hlw)iM~K?P<9DfOlF~vopD)BiuWR> zv#RgDdt;CK%pIAo-&My!Tm30@v*1!IsmaJ z-?hC!Qv-iPBnQDm`XS&wH{I-a(eXCV%>rB1)MWkpg zU8k#p*&G!?XK{90Gn$#fGuDFjP5Pb^2zAOgwOd0N+@3vtTK|k|x4;qf$MuSsD!;9l z^4nfVHjY0`Ws`dpX{E5TI{h0LHYIu`raaQ>2E536(eRS&Z8-c~Qsl5f*0!nztL`+d`%b!Sr{+UsP98h4?5RzxEVK$@Q zAQsAELlu?IVm2O*!ibC0?hRJ`_FI2fYS+h(zz4|xQYCkL0>s+Tl$8~;%7O~Mobaa! zh21zR-c$Va(jUXgt~dEUpQ{i2FX&CQJ+iK>Pz}ME?dyM0eNmd6{;uCJ8rr*-Sr{bt^8g zptImIPxZsz7Ea|8gIiZ515cs;Y^~l#@u%5C7hJFW2+@Pr&pcKb?{WjIV|f*`(yxIY z7h0vjfH`%5$ewt+J=T&XxC?VgX=5~YVBhDuzyFZ}VOfnuEd9&C^>%H@Bps_xY8fQ6 z^f&}T)@Al9;2xvG*(3Law?~d{wU>xZR@pFmq^X^ zYlT5KkR4h-YBPoQ7vo1oAUuWca?mRWvr>3np;s~FZ}2z^(ULHcSE=6ya}>`D8vuph z4A?{kMm?VL{Rr_zX%%`hA^XU->DKHk1ZLYmlZC++!7xgZ$lN)2dwKO3$$|F%1nl zN4Z(e?z+AVE#Xr4KpDV6U+bU!u>PnhKYlb@jvC<*eUxc zs(7F`Ve5gHNd}@*KT-sd9!-i61^qCFL;?v6K%*6wwEt@ppYG`rJbI_7MX9POW|kYS zD0--u7=|b)N5g4}Ry$VDlar&KBvkUJYNw(G7&>#x)&DEwKJ$9wW$KA%D*ZhX61_@A z$dx%$*aRr>CuXet{T&c%WO`~n3(T(&%nDI=7^ZMw{;&Z-pi-bsw3azbR~CyNff0t1k~fLdBcM|g23Sy`QN#Vn z4Jbwxp#(Fe0!PicOe2J{h|K{24H3G+Bl>2fTT?h~a1AfOcxC}a9FANZxM+cau4OVgbFQX82I9>6h?!CAlLu@*ZD0!i@-kq=gmx`iK@ZU;h(rF4u zlOeW#Wo1{5ax(s2w<$&h-zV?#k2(C>$nM+r-tNq?1l(nbnDL);0V-DRjtJDX;mx1; zvP3yUEHTRKl~~Yc7;kyT!|EFT-nQtehoU;$v*J%-NiuYUq2L- zN4(nv%%`%}ElP*NTL@Nwx-j1@acLt){x%OMMgFVSv8bIOl3`rL8qiZkTGWzkQb)J<)%9?mWiw)aQHzW$Po`ZOM`syf8S-mP;! zy9I^T!CRwycVbHQW47bSwfnrm*=9Z4zXK7!-kXycu{$PZTN5B4(2;2pFHlwY(%g*p zy89W0Pr(z3MKz~l&wq*~}4bb&~PTo*Wu+jv}#dd`__P{e$+0}w~;3EC^ zm6^5SIiYO0*FH1xxyhb)hNG+S;B8O_a40=~*8>h=)Iy1wgA`KK(a5C}(sny$aQ zxY9v0+t!i>mh*8uOBFoRv6r)$QCyq*3(npXftQwLvyFp0fSudcd2)&%q0^DJ3{$Sr zNdB<`yABEu3%Zp{4$sQ~Z#e~}4R`vf1A&(k6kT*V;Txmfl$Cj4L$vaveN^9e8K`kfujm-qsN@1EEo@?jzf!BZ9rjsj$_JWo=1K0@KehP?lPXKJS= z=dj0!`mLVjiIBJkI_NG5q84I$EV5T)r&hM8PsFq-8JB|y|M7HwOX9iu2!t&Vn{9E? zyYbTslO=>9dh)n2%DbdNe}PB$nf^{ zo;9VvY|~9Bt?o2ElNauzSmhZ}*5GvwAotdL<&dzN`tahpfm340t4XhA=iZe2@Y%tI z$^J35lX&;(#VXrYOQ@!%kv{LFlIlP2pF()(J33dV`=hAxD_zEN(49jWMdr}O_ZPMH zk5X8=Bqrz$W1Sw;l2XRzUo{P!c|n6h*f3EjhtTK{RzahrA|&)PBDrDOx*oM{;^3pc zs;VEW0E|msT|+Dh6DluQ+ERFMUeby{ix8NdaQB@aCZpx!x_TX$Ol8UCc-a9aeoPDh zjvmgZec1gyg3l2u2b&$JW1$dE7+{1)QWQfe-4m24&}A0GVp#kc&InT85~Hx-Gl~(`|-sSPSAUjhIhM)vj7{%QVhOX4c|A`j-~$b=*esD*K|C+Ul#M#eF9W= zvFt0aS^artt3lUW;l5oTkGJ1LnalP%#4KOaRc=4Za>LOpK0!N)dTXrD$Z$7YwEox* z!|i>E;=eH&u76`PZ2#jW{>LVR*!jOELqHlxEnIg`mts#UnMaEIdcDjd za#MF1Xvyo(;y>+=edXU_Z_#G`b0xzg^Yf~0=ZfBD{C<>uzrHcCvS@QR zqVv(NwUMM@t^9ssLSA{kj}ftrd`+ zSrK|c=9dmTC;XEeWd;UC&jg%4rf7VMT;}K`355Y6MXHNyBiq6$X}l7xVma{3848XM zaONGk&&H&A7oqfGv24)d(ip@HA5(aMH1PMXCx9jrZU83IC0v9%Py|;g+K-;XgzhFm z*jND>N$e)r?QEGw)51TqkNXQkz$kJZcL&TG5&B9v;0L`LY%MA64N6I1I`}||P*J!L z95ZNDP?k_XSyaj$_8!^dcP`9ZSSG*^E=!~mxsV)#xGIp_0xB_Cc}ys#(;kP zW-%_qr#q%y{m)tSHeM%gbh5E-7cIp7A5xXJEX;TP%!RL6P`t8JSKcOQJEtec-X<)s zSxh>nWzYP~nXg&meX>*g-e?cEEJ|>atM#xl{;Tz{b1?tsfTP-LpU;Tcd5^Xw zQur7*#18zII?@y;&UvND`WtXi9NQ!#gaqL~-X5Yw%-hd^0hryXUi%bBSHtJ_MQ4wO z7Pll84(^r=er6U&$6Zn1fYa2LQHhgXS!u_Y39oR`=un=Cx7xXSq_Z52kk#R~c&fY} z@xUjw9y^2t{#x_q@#dqRIjnTEx;vLKG&IQ>x1D}_Ahn&vLSSkT3>)vi>Tjw2G%!GN zya55Nk^Ts40z3Oo{cDoKX?SSyLk)o^piNRzonz7SqtCg#3q znjzcDnwmtKt8KeI2-vkezcR^)_8l`yQj71%I*b!-^BPg{$5BBxOb7z{ z3t$5a5ej-npkWJo6nhlQb>Oz$%Cc`u4IV7E4HCau3vaByGf5SI#}UI`dEqrd^}%$3 z&I%a*M$_0du!T2Qrvq z;;@Eu-e3eM6|;^AWimtX5$hK8rD=uJ^o++v;Vw+O98eB`pI~6Kk>+S&MkkLTyuvw0 z_WTJ5_P?MJ>eiJUNu1Ge-X8K92K^zA{_N>6{_{C9>@5&0k+3^~v|ClyzZCqX5cy7~ z@F00?grV@e1c%}}rZC;O+$o_QjY!aqO5nxEdJFNNh4?N|y_B%rDKU&n zbP^LZeiw3rMj`??dH%B?-vzQ4OU@Tduop|x7fa*2L0WtNU4qb`sPDTqvG(KnZGg^g znwADfy`DVFjLyr(s!Ku`0^RWWAEDLB%&#!jav{V2X1z20>w4#4{?F0EPgTz0zt%fV zN0{_w;1GLA3U%Z_aYBESno8wkTF|_hH4rctV7q!7R!Y6R3}VLQ-TeJ%bz(C1I5T@; zGyNghhf4oqB{OvFb#>bBdUNAI&y9P{-MgWw>A}m*7jardF zQ`u$e0~=N2wcK}dUjnB$>z{8bY`BTh$^LGDVHF36pV)~Ef9}_034Xuf$+fWE9;W3W zcV95F>%9>!bSBJ!M>b8hk$B^D4pu18PDLWf=^)fg-u@WPn#;2wJzrU}oh&pVs; zPid6FGO{Vz+Pj$n9)X>;*@W_h#cxlvk4u6>zNG< z^%I(EEg?X~4f~ASi#!WUXrGwbcOJZj#N-FtxMsGH%?R>Q>LJ_j**zinBH0r~a*i=Y z*ezDln2zbn`USP}Qp<^%Il)z~3kx0B`cAqeX(%8$d>AIdd7 zh>4f^LNBP(n130}Z7=TWS69jd>B%>jR(LYy0jvb;9#6Uy{*(#?fLuIKtiQMFk)b7v zodiC(D)DLe9F3CU)aT3n=DG!gJ(n~bSBbZGr)bHdR3GbYtF6?f4J zb3-w=S4;$CKiBHgtm#27me$*nGE0J`D@*#CK?xB3{BP`o?Vs#J(b>V&&BV-^kkZlA zT-8jIj)|U?k)D~23YtO4&DGMunUab@)ymb@?E9$VW^8R{;`)6i;%sK*`u$AS=(`D_ zhn1@(p{19jnX|K*`F8>|GcOMZXHyr-?|1xHMJoq;Q6pC~LP}9?W=3XKMixdcCJttH zHYPeoHVQ^Yitl=I4yOOVDyq&#j*e!ggbdn+IsPt`jn!N1r#&gv-9M+)s-)@*}yn=XI&E7}e& zEhXtn*{^*(yulqtU9j>=KA!FXq0{~CPrXhj3M)v6>x0Y>L8FfRg)(G`1dStu6fuLH zD~yz`IUppOnG*mgT7FnM*3^Vpu z#07A-n^Q<+O>VR|g8_6KDxj@{8ay)`2lNpm=!X{zYWGLz6~3OIfoagxywp?t$C2L9O(b{2`6TfvhXu<9KGN+T%uN0pQt~d8ENF~5fBv=2Oc=GwlKO$~6t57~I zq$LLrbnZ1GiwQyBgkwq$6^yv+gImAlyg?Bbu1IZ8M#A}eqE}u?^jjD z)x7n_bX3RaJo#7JL!x^v)9gK!D0Lii6k`NP@L;7buBJI@yrA`4caNZ$)J~tJh|oG` zT&@p4xW2la+LlEWHG$csFI847L#+@lkxClrOz3<)G%j>88X=`$KwATaJv!4z}Rbtuf3Gol~Y`u z>~}5>$iOM3@!KIImJflSp*JATxqEV(0_$mij1b+{)?S;`crbQE^YehH1Qr7IN8JEc zgLTaC$o#OiA-$F>2ZhzE?$MP(oYkdtf3#=jlDLgG#b5QQ2zdX*`$|ID>de~`-I=sx zN#fmT$zY{8q`MWH{#lxMtfVnBMp#eQ_iL^Oy_V>~_W^*SR;uGL0h(-eQnbN_Q`sux zv_fh_XoQCc@>cpI{SHuTo=YKFI@o&*fzw)Q722?KRpG8KI_0;=fgG1-U!v0v|i+I9!ZZMolv0juB4=@UfXXfqf3nm{D@vmgGjy{-8`P}n_#YhBjhJE_B< zNa7bqacJ?U=3(O;G*w)l(_Hb|&1vy-(~{TA3VxWyPk!|<9#k!2+Mue+&PUcS!f+Rm za2KI?i-CGyJ{5n>=y2z6pYmnSgFhzIv=t#F%+bYIs!r7$8xE%zvlhX=ZE;o>yGnRG zA3pm{p4f|fj4ZO|Qpt5Q6ln=@eTZdSiMvpjj6_9CQ!CM1_KtcdZL(eJ3_@D{QS;&| zVgQ(Fv9CV6AAv6=st+x%Ek|0H)mJmlE4moW{q36L^UJ>maC~H{9SWVV3&F=?u5O}z z>J-o${CvO9AaQeh)huz$vJ@$Fba}!dQh&FsQ4R^%oT{4alz?e*2F74**w`)2 z?z@kTx<@FMn7BWirGiTH4H(?QBsU5xROX>=Z8Iuu^nVR8{k@uO#;v1}^#afIhH6}G zfQP`Z_vOsh!r5QA_>qzpX)?=^#?XiEHE~AAvwBG0JaItMka02hS5JH2nO&wFk9t>x zx;j#cYbpv#_RzxvD+!Fi%ke`yhJfF+i;Dny8`1#3(CtWp<*n3wSi#rr38GX;e-RE8 z4Y$MNv@MUxNZ?@KT>IW`J4!!sSqwe|h~SG8UO=S2JL7RD#g9{J;a7ehUB(S?#=)uM zqs0e4ZZpDg8$E8S?QV-7r#e60RDWw51mzlpX&*dcRmE*X?W!#KCuBW>A|KcY#dTWj zmP}7?pI>_H`GZ>yAFqQsK{Y*~laor~W1PG)4OCaBVPw44OfMP=|?- zg^=m{p0b03D7Z33Ygd#aKm|n3$Nw8QGW_IoQNFL^-)Q z#Mn7Gm^eAvnHWX+3IG39zI%~1v$yzmIhelR{hxv>-V_gXpCKaHPU_-wG&%o1Pv$V= za81J#dXPpfBA5{3tUPa&gkRSj74J4v}opcvhBWG97ZwCsRiIb6yi4&TPOiV!>`u_o*v)g6> diff --git a/Development/memos/TwoPageLOIforEcon-ARK_Sloan.tex b/Development/memos/TwoPageLOIforEcon-ARK_Sloan.tex deleted file mode 100644 index 91ae94e..0000000 --- a/Development/memos/TwoPageLOIforEcon-ARK_Sloan.tex +++ /dev/null @@ -1,110 +0,0 @@ - - \documentclass[11pt,pdftex,letterpaper]{article} - \usepackage{setspace} - \usepackage[dvips,]{graphicx} %draft option suppresses graphics dvi display -% \usepackage{lscape} -% \usepackage{latexsym} -% \usepackage{endnotes} -% \usepackage{epsfig} -% \singlespace - \setlength{\textwidth}{6.5in} - \setlength{\textheight}{9in} - \addtolength{\topmargin}{-\topmargin} - \setlength{\oddsidemargin}{0in} - \setlength{\evensidemargin}{0in} - \addtolength{\headsep}{-\headsep} - \addtolength{\topskip}{-\topskip} - \addtolength{\headheight}{-\headheight} - \setcounter{secnumdepth}{2} -% \renewcommand{\thesection}{\arabic{section}} - % \renewcommand{\footnote}{\endnote} - \newtheorem{proposition}{Proposition} - \newtheorem{definition}{Definition} - \newtheorem{lemma}{lemma} - \newtheorem{corollary}{Corollary} - \newtheorem{assumption}{Assumption} - \newcommand{\Prob}{\operatorname{Prob}} - \clubpenalty 5000 - \widowpenalty 5000 - \renewcommand{\baselinestretch}{1.1} - \usepackage{amsmath} - \usepackage{amsthm} - \usepackage{amsfonts} - \usepackage{amssymb} - \usepackage{bbm} - \usepackage{hyperref} - \newcommand{\N}{\mathbb{N}} - \newcommand{\R}{\mathbb{R}} - \newcommand{\E}{\mathbb{E}} - \newcommand{\der}[2]{\frac{\text{d}#1}{\text{d}#2}} - \newcommand{\pd}[2]{\frac{\partial#1}{\partial#2}} - \setlength{\parindent}{0pt} - \setlength{\parskip}{0.9em} - -\begin{document} - -\begin{singlespace} - Prof Christopher D.\ Carroll \hfill Danny Goroff\\ - Wyman Park Building 590 \hfill The Alfred P. Sloan Foundation\\ - Johns Hopkins University \hfill %155 W 23rd St - \\ - Baltimore, MD 21211 \hfill %New York, NY 10011 - - \vspace{0.2cm} - - March 9, 2024 - -\end{singlespace} - -\vspace{0.3cm} - -Danny (and other interested parties): - -When the \href{http://www.econ-ark.org}{Econ-ARK} project's \href{generous founding grant}{https://sloan.org/grant-detail/8071} from \href{https://sloan.org}{Sloan} was nearing its end, your emphasis that Sloan's ambition was to fund the startup period of projects that would eventually be self-sustaining was something we took seriously. So seriously, in fact, that we did not apply to Sloan for a renewal of the grant. - -That was by no means a signal that the project had been abandoned. We have since received about \$750K in additional funding from other sources (including the \href{https://inomics.com/institution/think-forward-initiative-1258337}{Think Forward Initiative} and \href{https://www.troweprice.com/en}{T.\ Rowe Price} as a ``no strings attached'' corporate sponsor through NumFocus) to continue that work and expand the range of tools and models offered in the HARK package. We have now largely achieved our original set of goals. - -With this experience beneath our belt, we now see that the next steps involve developing a \textit{language} for expressing dynamic structural models. Such a language would specify computational methods, describe simulation procedures, and generate model output. I am writing to you to ask whether Sloan might be interested in funding this endeavor. - -To fix ideas, a structural model would be formalized as a model file: a set of statements characterizing its components, like how a budget constraint might be captured with a simple equation saying that assets are whatever is left of the consumer's money after consumption: \texttt{a=m-c} (of course much more sophisticated mathematical propositions would also be accommodated). The language (or perhaps a better term would be schema) will provide a common format for describing dynamic structural models and will convey model content in a human- and machine-readable way that is independent of the code to actually solve and implement the model. As we develop the schema, we would simultaneously build a software platform to parse the model file into the implied code (though nothing would prevent someone else from inventing a better software platform in the future). %To that end, we are also developing a software platform that interprets model statements in the new language, generates code for solving and simulating the model (with the chosen numeric methods), and allows the user to interactively build a structural model and examine its solution and output. - -%\href{https://www.dynare.org/}{Dynare} or \href{https://www.econforge.org/dolo}{dolo} user declares the budget constraint with a statement something like \texttt{c+k=k\^{}theta*A}. -%A tool of this kind already exists for classical representative agent macroeconomic models-- the widely adopted - -% , or a \href{https://www.econforge.org/dolo}{dolo} user expresses an intertemporal arbitrage condition as \texttt{1 = beta*(c/c(1))\^{}(sigma)*(1-delta+rk(1))}. - -The \href{https://www.dynare.org/}{Dynare} package provides a prototype example of the \textit{kind} of thing we have in mind, but limitations in its syntax and specification mean that it cannot be used or extended for the kinds of models that are now \textit{de rigeur} in both micro and macro modeling. When explaining our work on HARK, we have found that other economists often interpret it through the lens of Dynare, with the hope that we have already built ``Dynare for heterogeneous agents.'' This has left us no doubt that there is a large demand for exactly such a tool. With our prior experience implementing HARK, and given recent advances in other software tools, we are now prepared to design and create it. - -Prior to beginning work on the new platform, we conducted a thorough search of \textit{other} academic fields, investigating whether a general dynamic modeling schema has already been developed elswhere. Having explored all the nooks and crannies of the internet, we are confident that there is no comparable or related project that could be adapted or expanded for our purposes. We found that the universe of modeling- and optimization-adjacent software is both diverse and diffuse: We found many of the building blocks necessary to accomplish our goal, but no schemes for putting the building blocks together into anything like what we need. The lack of a common platform for representing dynamic models is akin to the lack of cohesion among the various artificial intelligence (AI) and deep learning toolkits that have recently been developed. %Translated into that context, the AI equivalent would be a language that described the AI problem to be solved in a platform-independent way, allowing a user then to solve exactly the same model with each of the competing AI tools. (The problem is even more ambitious in that context than in ours, but what we accomplish might be a good stepping stone toward a platform-independent AI tool.) - -%That is, researchers who want to use multiple AI tools must write their own code to link to each one individually, rather than there being any kind of common interface. Our project thus has potentially large spillovers. - -This work will also significantly improve the transparency and replicability of structural economics research. Behind closed doors, everyone who works on these kinds of models admits (and laments) what they know to be true: Everyone's results depend on a host of ancillary assumptions -- how many gridpoints to use, how many agents to simulate, etc. While it is now expected that researchers will publicly archive their code, for many projects the code might as well be written in Klingon (so far as accessibility and transparency and replicability are concerned). Even worse, there is no direct relationship between the model as expressed \textit{on paper} and the problem as solved \textit{in code}-- the academic refereeing system focuses deeply on the economics of the abstract math, and relies on trust with respect to the numerics. Indeed, there are famous examples of papers that have been published based on their strong economic content, but whose quantitative (and sometimes qualitative) results were later discovered to be wrong as a result of coding errors. - - -%The fact that everyone writes their own code means that it usually infeasible to meaningfully test whether a published paper's results are robust to the authors' arbitrary choices. (There are a few examples where the experiment has been tried and the results have not replicated). - -%Moreover, even if an economist were so inclined, there is no standard for how the computational instantiation of the model should be described. - - - -Our proposed modeling language aims to rectify these systemic issues with the workflow of economic research. If a model specification file is used to generate a numeric solution and model output, a reader or evaluator can be confident that the model presented on paper matches its execution in code. Furthermore, our language will include a format for specifying the methods used to solve the model numerically, transparently conveying this information alongside the ``pure'' mathematical content of the model. The software platform can thus act as a vehicle for evaluating the performance of a numeric solution to a theoretical model. - -Our proposed platform will accelerate the development of models on the frontier of economic research, allow for the verifiability of numeric output from such models, and improve communication and collaboration among researchers. In addition to academic work, the platform would be of significant use both to governments (including central banks and financial regulators) in conducting prospective analyses of potential policy actions, and to private financial institutions who wish to make decisions or provide advice that is informed by a structural model (e.g.\ a model of optimal retirement savings). In developing the language and the software platform, we will seek out input from a variety stakeholders to ensure that their modeling needs are met. - -Our sense is that, among potential funders, Sloan would be the best fit. - -Thanks for your time and consideration in this matter. - -\vspace{0.5cm} - -{\parskip=2pt Sincerely, - - \includegraphics[scale=0.7]{CDCsignature.jpg} - -Christopher D.\ Carroll, Professor of Economics, Johns Hopkins University} - -\end{document} - - -As brief background, economic models are usually expressed with a combination of mathematical and natural language: most of the content can be concisely conveyed as a series of equations, inequalities, and other mathematical statements, while a few additional details are provided in plain English outside of the formal statement. This representation of the theoretical model is intended to be readily understood by a human reader. Unlike basic economic models used for pedagogy, which can be solved algebraically and analyzed intuitively, modern dynamic structural models can be solved only \textit{approximately} using numeric methods. diff --git a/README.md b/README.md index 50f9f66..aee9d42 100644 --- a/README.md +++ b/README.md @@ -1,12 +1,9 @@ -This is a placeholder repository. We've created it in order to take advantage of Github's wiki features, and to use the -issue tracker for issues not specific to individual repositories. +This is a placeholder repository. We've created it in order to take advantage of Github's wiki features, and to use the issue tracker for issues not specific to individual repositories. If you're looking for information about econ-ark, you might want to visit: [The project wiki](https://github.com/econ-ark/OverARK/wiki) -Our project boards: [Issues & PRs](https://github.com/orgs/econ-ark/projects/1) and [To Dos](https://github.com/orgs/econ-ark/projects/2) - You can also check out [our website](https://econ-ark.org/). If you're looking for a specific project, it's most likely [HARK](https://github.com/econ-ark/HARK). diff --git a/roadmap/memos/Sloan/2024-Small-Grant/EconARKpointsForLoS-email.md b/roadmap/memos/Sloan/2024-Small-Grant/EconARKpointsForLoS-email.md deleted file mode 100644 index 0e8f447..0000000 --- a/roadmap/memos/Sloan/2024-Small-Grant/EconARKpointsForLoS-email.md +++ /dev/null @@ -1,21 +0,0 @@ -Dear John: - -The next phase of the Econ-ARK project aims to develop something like the DYNARE `mod file` syntax, but capable of representing ANY Markov decision problem (including, but not limited to, any Bellman problem). The chief purpose of this email is to ask if you would be willing to help advise us as we pursue this goal. - -You can find an overview of what we have done and what we intend to do at our [this link](). - -The role we hope you can play is described in - - - -I'm using the word `representing` because the idea is NOT to tie the model representation to any specific solution method or toolkit. Instead, it is to provide a complete specification of the problem, which could be ingested by ANY compatible solution engine, which could then go to work solving the problem. - -We plan to use the tools we have already developed in the HARK toolkit to provide an example solution engine capable of solving the particular models we know our tools can solve. We also aim to provide examples of how to use existing tools, like Michael Reiter's toolkit and Robert Kirkby's VFI toolkit and Pablo Winant's Dolo, as the solution engine for models that they are capable of handling. - -Developing a model-description standard like this will require iterative feedback from economists with experience and knowledge about the theoretical foundations, scope, and breadth of dynamic modeling. We would like you to participate in this process as part of a working group, periodically providing constructive criticism on draft versions of the language specification. For example, feedback on whether it can encompass the range of models you have studied (or have considered) in your own projects. - -We have already developed a very primitive sketch of such a standard, which builds on Winant's Dolo framework. The next step (assuming we continue to have funding) is to convene an in-person meeting for the working group to help guide us in further development of the standard. - -We are applying for a grant from the Sloan Foundation to pursue this project. Sloan's guidelines say: "If the success of the project depends on the support of key figures or institutions other than the project lead or project team, the proposal must include an appendix with a letter from each, articulating the nature of their relationship to the project and their understanding of the role they expect to play in the project’s success." - -If you are willing to help, your letter can be addressed to Daniel L. Goroff, Economics Program Director, Alfred P. Sloan Foundation. I have attached a memo that summarizes Econ-ARK's work so far, and provides some additional details about our current direction and this project. diff --git a/roadmap/memos/Sloan/2024-Small-Grant/EconARKpointsForLoS.md b/roadmap/memos/Sloan/2024-Small-Grant/EconARKpointsForLoS.md deleted file mode 100644 index 7973632..0000000 --- a/roadmap/memos/Sloan/2024-Small-Grant/EconARKpointsForLoS.md +++ /dev/null @@ -1,195 +0,0 @@ -# Working Group on Model Development - -To implement the goals in the [roadmap](https://) - - -**Overview:** [Econ-ARK](https://econ-ark.org/) is developing a -[*modeling language*](https://ampl.com/wp-content/uploads/amlopt.pdf) -for representing dynamic structural models. This memo summarizes what -we've done so far and what we aim to do next. - -**What Econ-ARK Has Done:** Our progress since founding in 2016 is -summarized here. Our primary software output is -[HARK](https://github.com/econ-ark/HARK), a Python package for solving -and simulating heterogeneous agents (HA) macroeconomic models. - -- HARK is a framework for HA models that makes it easy to add or - change *ex ante* heterogeneity among agents, in both infinite - horizon and lifecycle frameworks. - -- You can install it from the command line (`pip install econ-ark`) or - see a gentle introduction - [here](https://econ-ark.org/materials/gentle-intro-to-hark/). - -- Includes [representations of - variations](https://docs.econ-ark.org/Documentation/reference/index.html) - on the canonical consumption-saving problem, including: shocks to - marginal utility of consumption, a second consumption good with - random marginal utility, aggregate productivity shocks, an exogenous - discrete state, endogenous labor supply, portfolio allocation, - non-normalizable income processes, etc. - -- Also has a - [framework](https://docs.econ-ark.org/Documentation/reference/tools/core.html#HARK.core.Market) - for representing (and solving for) aggregative equilibrium, using a - generalized Krusell-Smith-style algorithm. - -- Can be used for structural micro as well, e.g. [endogenous pricing - of health insurance](http://www.mnwhite.org/DynInsSelPaper.pdf). - -- Has - [tools](https://github.com/econ-ark/HARK/blob/master/HARK/dcegm.py) - for discrete-continuous choice models, with an [example - implementation](https://econ-ark.org/materials/endogenousretirement/). - -- Recently begun - [integrating](https://docs.econ-ark.org/examples/ConsNewKeynesianModel/SSJ_example.html) - with the [SSJ - toolkit](https://github.com/shade-econ/sequence-jacobian) to enable - analysis of (e.g.) HANK models in HARK. - -- Models are [*documented* to - explain](https://docs.econ-ark.org/Documentation/reference/ConsumptionSaving/ConsRiskyAssetModel.html#HARK.ConsumptionSaving.ConsRiskyAssetModel.IndShockRiskyAssetConsumerType) - what they mean/do, but these equations (etc) are not *encoded* in - HARK itself. *That's what we're going to change with this grant.* - -Econ-ARK has also designed the -[REMARK](https://github.com/econ-ark/REMARK) structure for archiving -research projects and reproductions of other papers that use HARK. *This -grant application is not about REMARKs.* You might be interested in the -reproductions of Jeppe Druedahl's -[guide](https://econ-ark.org/materials/durableconsumertype/) to -non-convex consumption-saving models, the [deep learning -method](https://econ-ark.org/materials/deep-learning-euler-method-krusell-smith/) -from Maliar, Maliar, & Winant (2018), and Alan Lujan's $\text{EGM}^n$ -[method notebook](https://econ-ark.org/materials/sequentialegm/). - -**What We're Trying to Address:** In broad terms, our organizational -focus is on reproducibility and robustness in economic research. We -don't think there's a "replicability crisis" *per se* (at least, not -yet), but we want to address the following significant issues related to -replicability: - -- Exact model specifications, and especially computational and numeric - details of the solution and/or estimation method, are not well - communicated in published research. - -- Dependency of economic conclusions on obscure arbitrary choices - (e.g., approximation gridpoints) - -- Implementation details might be in online appendix, or only in the - code itself. - -- Impact of these details on conclusions is not really probed in the - refereeing process. - -- Reproducing or replicating someone else's project often "starts from - zero". - -- There is no easy way to directly compare two implementations of the - same project or idea, and even verifying that two things are - tackling "the same" problem is difficult. - -**What We're Going to Do:** Econ-ARK's proposed solution is a new scheme -for unambiguously specifying both the precise mathematical structure of -a model *and* the methods and approximations used to numerically solve -the model and generate output from it. - -- A lot like [DYNARE](https://www.dynare.org/) for a (much) wider - class of models: feature set broad enough to be used for HA macro, - dynamic structural microeconomics, industrial organization, etc. - -- DYNARE model file contents are strictly informed by DYNARE solution - capabilities: can only specify model features that the package is - capable of handling. - -- New modeling language *not* tied to any particular software. Meant - to be common/shared way to precisely represent models *across* - solution methods or software packages. - -- Large feature set informed by *iterative feedback from working group - of experts* in the field. If language can't describe a feature they - want, then it needs to expand. - -- Will *organize a workshop to present preliminary version* of the - language to a working group and solicit feedback. Funding for this - event is requested in the grant. - -- HARK doesn't formally represent models internally. Will develop - model specification for HARK to inform language design. *This will - not restrict the modeling language*. - -- Language will have explicit separation of representation of the - "pure mathematical" or "Platonic ideal" model vs computational - implementation. - -- This grant application is to make HARK "language compatible" as - groundwork, establish working group, begin developing modeling - language, and hold workshop. - -- *Completing* development of the language exceeds scope of this - grant. We have ambitious future plans for what can be done with the - modeling language. - -**What We Want to Accomplish:** There are several potential upsides that -we hope to achieve with this project, some of which we have explicitly -discussed with you. Your letter need not advocate for the proposal, but -feel free to use any of these points if you want. - -- Economics is not immune to "failure to replicate," and the reasons - can be subtle. There are well-known examples papers in top journals - whose results were reversed by due to issues with numeric methods. - -- Frontier models have features that make solution not "well behaved" - (e.g. discrete-continuous choice). "Most interesting" papers might - be most susceptible to hard-to-detect numeric complications. - -- Even without any new software, a common format for representing - choices about numeric integrals, discretized state spaces, etc is a - big step in the right direction. - -- Greatly reduces burden on reader / evaluator to understand what was - *actually done*-- the *first prerequisite* to independently - reproducing the work. - -- Some top journals use a ["data - editor"](https://www.econometricsociety.org/publications/es-data-editor-website) - who tries to reproduce results in accepted papers, using the - authors' own files. Reproduces paper results; does *not* address - robustness. - -- "Robustness checks" in refereeing focus on model specification, not - numeric details. - -- Systematic representation / documentation of computational methods - (etc) could make it feasible to *actually* investigate whether and - how "hidden choices" affect conclusions. - -- There is no "standard software" in structural modeling, nor standard - *anything*. Other than well known numeric packages (`numpy`, - `lapack`), researchers hand code everything. - -- Some economists publish toolkits for solving particular types of - models or handling a specific method, but there's no commonality - among them or way to link them. - -- Some software tools are "inherited" from adviser or coauthors; need - to be an "insider". - -- Some overlap among toolkit capabilities. How does their output - compare when given *exact same* problem? Currently no easy way to - specify "exact same". - -- Includes AI / deep learning platforms not specifically designed for - economics. - -- Common platform for interacting with multiple toolkits would - accelerate research. - -- Economists are independent and opinionated. The kinds of economists - who will be invited to the workshop have strong opinions about the - topic and want to be included. - -- Dynamic models are diverse, many with some "unusual" feature. It - would not be reasonable for a small team to "get everything" - *without significant outside feedback*. diff --git a/roadmap/memos/Sloan/2024-Small-Grant/TwoPageLOIforEcon-ARK.md b/roadmap/memos/Sloan/2024-Small-Grant/TwoPageLOIforEcon-ARK.md new file mode 100644 index 0000000..79b95ef --- /dev/null +++ b/roadmap/memos/Sloan/2024-Small-Grant/TwoPageLOIforEcon-ARK.md @@ -0,0 +1,120 @@ +::: singlespace +Prof Christopher D. Carroll\ +Wyman Park Building 590\ +Johns Hopkins University\ +Baltimore, MD 21211 + +February X, 2024 +::: + +\[Human\]: + +In 2017, the newly founded [Econ-ARK](http://www.econ-ark.org) project +received a generous grant from the [Alfred P. Sloan +Foundation](https://sloan.org) to develop the [HARK +toolkit](https://github.com/econ-ark/HARK), a software package for +solving, simulating, and estimating heterogeneous agents models in +economics (either heterogeneous agent macro or structural micro). With +[NumFocus](https://numfocus.org/) as our fiscal sponsor, we have since +received additional funding from other sources (including the [Think +Forward +Initiative](https://inomics.com/institution/think-forward-initiative-1258337) +and [T. Rowe Price](https://www.troweprice.com/en) as a "no strings +attached" corporate sponsor) to continue the work and expand the range +of models offered in the HARK package, allowing us to largely achieve +our original set of goals. With this experience underneath our belt, we +now see that our next steps involve developing a *language* for +expressing dynamic structural models that can specify computational +methods, describe simulation procedures, and generate model output. I am +writing to you to ask whether \[organization\] might be interested in +funding this endeavor. + +To fix ideas, a structural model would be formalized as a model file: a +set of statements characterizing its components, like how a budget +constraint might be captured with a simple equation saying that assets +are whatever is left of the consumer's money after consumption: `a=m-c` +(of course much more sophisticated mathematical propositions would also +be accommodated). The language (or perhaps a better term would be +schema) will provide a common format for describing dynamic structural +models convey model content in a human- and machine-readable way, but is +independent of the code to actually solve and implement the model. As we +develop the schema, we would simultaneously develop a software platform +to parse the model file into the implied code. + +The [Dynare](https://www.dynare.org/) package provides a prototype +example of the *kind* of thing we have in mind, but limitations in its +syntax and specification mean that it cannot be used or extended for the +kinds of models that are now *de rigeur* in both micro and macro +modeling. When explaining our work on HARK, we have found that other +economists often interpret it through the lens of Dynare, with the hope +that we have already built "Dynare for heterogeneous agents." This has +left us no doubt that there is a large demand for exactly such a tool. +With our prior experience implementing HARK, and given recent advances +in other software tools, we are now prepared to design and create it. + +Prior to beginning work on the new platform, we conducted a thorough +search of *other* academic fields, investigating whether a general +dynamic modeling schema has already been developed. Having explored all +the nooks and crannies of the internet, we are confident that there is +no comparable or related project that could be adapted or expanded for +our purposes. We found that the universe of modeling- and +optimization-adjacent software is both diverse and diffuse: We found +many of the building blocks necessary to accomplish our goal, but no +schemes for putting the building blocks together into anything like what +we need. The lack of a common platform for representing dynamic models +is akin to the lack of cohesion among the various artificial +intelligence (AI) and deep learning toolkits that have recently been +developed. Translated into that context, the AI equivalent would be a +language that described the AI problem to be solved in a +platform-independent way, allowing a user then to solve exactly the same +model with each of the competing AI tools. (The problem is even more +ambitious in that context than in ours, but what we accomplish might be +a good stepping stone toward a platform-independent AI tool.) + +This work will also significantly improve the transparency and +replicability of structural economics research. Behind closed doors, +everyone who works on these kinds of models admits (and laments) what +they know to be true: Everyone's results depend on a host of ancillary +assumptions -- how many gridpoints to use, how many agents to simulate, +etc. While it is now expected that researchers will publicly archive +their code, for many projects the code might as well be written in +Klingon (so far as accessibility and transparency and replicability are +concerned). Even worse, there is no direct relationship between the +model as expressed *on paper* and the problem as solved *in code*-- the +academic refereeing system focuses deeply on the economics of the +abstract math, and relies on trust with respect to the numerics. Indeed, +there are famous examples of papers that have been published based on +their strong economic content, but whose quantitative (and sometimes +qualitative) results were later discovered to be based on errant code. + +Our proposed modeling language aims to rectify these systemic issues +with the workflow of economic research. If a model specification file is +used to generate a numeric solution and model output, a reader or +evaluator can be confident that the model presented on paper matches its +execution in code. Furthermore, our language will include a format for +specifying the methods used to solve the model numerically, +transparently conveying this information alongside the "pure" +mathematical content of the model. The software platform can thus act as +a vehicle for evaluating the performance of a numeric solution to a +theoretical model. + +Our proposed platform will accelerate the development of models on the +frontier of economic research, allow for the verifiability of numeric +output from such models, and improve communication and collaboration +among researchers. In addition to academic work, the platform would be +of significant use both to governments (including central banks and +financial regulators) in conducting prospective analyses of potential +policy actions, and to private financial institutions who wish to make +decisions or provide advice that is informed by a structural model +(e.g. a model of optimal retirement savings). In developing the language +and the software platform, we will seek out input from a variety +stakeholders to ensure that their modeling needs are met. + +Thank you very much for your time and consideration in this matter, and +I look forward to further discussion with you. + +Sincerely, + +![image](CDCsignature.jpg) + +Christopher D. Carroll, Professor of Economics, Johns Hopkins University diff --git a/roadmap/memos/Sloan/2024-Small-Grant/TwoPageLOIforEcon-ARK_Sloan.md b/roadmap/memos/Sloan/2024-Small-Grant/TwoPageLOIforEcon-ARK_Sloan.md new file mode 100644 index 0000000..a089c89 --- /dev/null +++ b/roadmap/memos/Sloan/2024-Small-Grant/TwoPageLOIforEcon-ARK_Sloan.md @@ -0,0 +1,122 @@ +::: singlespace +Prof Christopher D. Carroll Danny Goroff\ +Wyman Park Building 590 The Alfred P. Sloan Foundation\ +Johns Hopkins University\ +Baltimore, MD 21211 + +March 9, 2024 +::: + +Danny (and other interested parties): + +When the [Econ-ARK](http://www.econ-ark.org) project's +[https://sloan.org/grant-detail/8071](generous founding grant) from +[Sloan](https://sloan.org) was nearing its end, your emphasis that +Sloan's ambition was to fund the startup period of projects that would +eventually be self-sustaining was something we took seriously. So +seriously, in fact, that we did not apply to Sloan for a renewal of the +grant. + +That was by no means a signal that the project had been abandoned. We +have since received about \$750K in additional funding from other +sources (including the [Think Forward +Initiative](https://inomics.com/institution/think-forward-initiative-1258337) +and [T. Rowe Price](https://www.troweprice.com/en) as a "no strings +attached" corporate sponsor through NumFocus) to continue that work and +expand the range of tools and models offered in the HARK package. We +have now largely achieved our original set of goals. + +With this experience beneath our belt, we now see that the next steps +involve developing a *language* for expressing dynamic structural +models. Such a language would specify computational methods, describe +simulation procedures, and generate model output. I am writing to you to +ask whether Sloan might be interested in funding this endeavor. + +To fix ideas, a structural model would be formalized as a model file: a +set of statements characterizing its components, like how a budget +constraint might be captured with a simple equation saying that assets +are whatever is left of the consumer's money after consumption: `a=m-c` +(of course much more sophisticated mathematical propositions would also +be accommodated). The language (or perhaps a better term would be +schema) will provide a common format for describing dynamic structural +models and will convey model content in a human- and machine-readable +way that is independent of the code to actually solve and implement the +model. As we develop the schema, we would simultaneously build a +software platform to parse the model file into the implied code (though +nothing would prevent someone else from inventing a better software +platform in the future). + +The [Dynare](https://www.dynare.org/) package provides a prototype +example of the *kind* of thing we have in mind, but limitations in its +syntax and specification mean that it cannot be used or extended for the +kinds of models that are now *de rigeur* in both micro and macro +modeling. When explaining our work on HARK, we have found that other +economists often interpret it through the lens of Dynare, with the hope +that we have already built "Dynare for heterogeneous agents." This has +left us no doubt that there is a large demand for exactly such a tool. +With our prior experience implementing HARK, and given recent advances +in other software tools, we are now prepared to design and create it. + +Prior to beginning work on the new platform, we conducted a thorough +search of *other* academic fields, investigating whether a general +dynamic modeling schema has already been developed elswhere. Having +explored all the nooks and crannies of the internet, we are confident +that there is no comparable or related project that could be adapted or +expanded for our purposes. We found that the universe of modeling- and +optimization-adjacent software is both diverse and diffuse: We found +many of the building blocks necessary to accomplish our goal, but no +schemes for putting the building blocks together into anything like what +we need. The lack of a common platform for representing dynamic models +is akin to the lack of cohesion among the various artificial +intelligence (AI) and deep learning toolkits that have recently been +developed. + +This work will also significantly improve the transparency and +replicability of structural economics research. Behind closed doors, +everyone who works on these kinds of models admits (and laments) what +they know to be true: Everyone's results depend on a host of ancillary +assumptions -- how many gridpoints to use, how many agents to simulate, +etc. While it is now expected that researchers will publicly archive +their code, for many projects the code might as well be written in +Klingon (so far as accessibility and transparency and replicability are +concerned). Even worse, there is no direct relationship between the +model as expressed *on paper* and the problem as solved *in code*-- the +academic refereeing system focuses deeply on the economics of the +abstract math, and relies on trust with respect to the numerics. Indeed, +there are famous examples of papers that have been published based on +their strong economic content, but whose quantitative (and sometimes +qualitative) results were later discovered to be wrong as a result of +coding errors. + +Our proposed modeling language aims to rectify these systemic issues +with the workflow of economic research. If a model specification file is +used to generate a numeric solution and model output, a reader or +evaluator can be confident that the model presented on paper matches its +execution in code. Furthermore, our language will include a format for +specifying the methods used to solve the model numerically, +transparently conveying this information alongside the "pure" +mathematical content of the model. The software platform can thus act as +a vehicle for evaluating the performance of a numeric solution to a +theoretical model. + +Our proposed platform will accelerate the development of models on the +frontier of economic research, allow for the verifiability of numeric +output from such models, and improve communication and collaboration +among researchers. In addition to academic work, the platform would be +of significant use both to governments (including central banks and +financial regulators) in conducting prospective analyses of potential +policy actions, and to private financial institutions who wish to make +decisions or provide advice that is informed by a structural model +(e.g. a model of optimal retirement savings). In developing the language +and the software platform, we will seek out input from a variety +stakeholders to ensure that their modeling needs are met. + +Our sense is that, among potential funders, Sloan would be the best fit. + +Thanks for your time and consideration in this matter. + +Sincerely, + +![image](CDCsignature.jpg) + +Christopher D. Carroll, Professor of Economics, Johns Hopkins University diff --git a/roadmap/memos/Sloan/2024-Small-Grant/TwoPageLOIforEcon-ARK_Sloan.tex b/roadmap/memos/Sloan/2024-Small-Grant/TwoPageLOIforEcon-ARK_Sloan.tex index 91ae94e..e53a5f8 100644 --- a/roadmap/memos/Sloan/2024-Small-Grant/TwoPageLOIforEcon-ARK_Sloan.tex +++ b/roadmap/memos/Sloan/2024-Small-Grant/TwoPageLOIforEcon-ARK_Sloan.tex @@ -100,7 +100,7 @@ {\parskip=2pt Sincerely, - \includegraphics[scale=0.7]{CDCsignature.jpg} + \includegraphics[scale=0.7]{/Volumes/Data/Personal/Identity/CDCSignatures/CDCSignature.jpg} Christopher D.\ Carroll, Professor of Economics, Johns Hopkins University} diff --git a/roadmap/memos/Sloan/2024-Small-Grant/working-group-invite-email.md b/roadmap/memos/Sloan/2024-Small-Grant/working-group-invite-email.md new file mode 100644 index 0000000..9c2158a --- /dev/null +++ b/roadmap/memos/Sloan/2024-Small-Grant/working-group-invite-email.md @@ -0,0 +1,12 @@ +Dear [person]: + +The next phase of the Econ-ARK project is to develop something like the DYNARE `mod file` standard, but capable of representing ANY Markov decision problem (including, but not limited to, any Bellman problem). The chief purpose of this email is to ask if you would be willing to advise us as we pursue this goal. + +You can find a detailed overview of what we have done and what we intend to do in our [roadmap](https://github.com/econ-ark/OverARK/blob/master/roadmap/past-and-future.md). + +The role we hope you will play is as a member of the [working-group](https://github.com/econ-ark/OverARK/blob/master/roadmap/past-and-future.md). Briefly, we will engage with working group members jointly via occasional (every 2-3 months) Zoom meetings, via an in-person meeting (maybe before next year's CEF meetings in Costa Rica), and to the extent convenient for each working group member, one-on-one as we try to implement your ideas. + +If you agree to join the working group, we have one more ask. + +We are applying for a grant from the Sloan Foundation, and Sloan's guidelines say: "If the success of the project depends on the support of key figures or institutions other than the project lead or project team, the proposal must include an appendix with a letter from each, articulating the nature of their relationship to the project and their understanding of the role they expect to play in the project’s success." The letter should be addressed to Daniel L. Goroff, Economics Program Director, Alfred P. Sloan Foundation, and can be short, perhaps even just saying something like, "I have agreed to serve on the Econ-ARK [working group](https://github.com/econ-ark/OverARK/blob/master/roadmap/past-and-future.md) and expect that I will be able to fulfill the duties expected of me in that capacity." Naturally, if you want to be more effusive, we would not object. + diff --git a/roadmap/memos/working-group.md b/roadmap/memos/working-group.md new file mode 100644 index 0000000..b9f613f --- /dev/null +++ b/roadmap/memos/working-group.md @@ -0,0 +1,12 @@ +# Working Group on Model Development + +A critical part of the [roadmap](https://github.com/econ-ark/OverARK/blob/master/roadmap/past-and-future.md#how-were-going-to-do-it) for the development of the [Econ-ARK](https://econ-ark.org/) [*modeling language*](https://ampl.com/wp-content/uploads/amlopt.pdf) is engagement with respected members of the profession who can provide us guidance and feedback. + +Here are some details about how we expect to engage with the "working group" we will form to that end. + +- Zoom consultations once every 2-3 months to describe our progress and solicit feedback + +- Attendance (ideally, in person; if necessary, electronically) in a workshop, maybe in the spring or summer of 2025, at which we will present our preliminary rough sketch of the modeling language framework, and ask the participants to help us formulate an agenda for where to go. + +- To the extent feasible and convenient for each working group member, followup engagement after Zoom meetings or the in-person conference to pursue recommendations or ideas developed in these venues + diff --git a/roadmap/past-and-future.md b/roadmap/past-and-future.md index 35e7457..203eeb6 100644 --- a/roadmap/past-and-future.md +++ b/roadmap/past-and-future.md @@ -21,7 +21,7 @@ and simulating heterogeneous agent (HA) models, either for HA-Macro or for struc - Includes [variations](https://docs.econ-ark.org/Documentation/reference/index.html) on the canonical consumption-saving problem, including: - - shocks to marginal utility of consumption, aggregate shocks, an exogenous discrete state, endogenous labor supply, portfolio allocation, and much more + - shocks to marginal utility of consumption, aggregate shocks, an exogenous discrete state, endogenous labor supply, portfolio allocation, and much more - [framework](https://docs.econ-ark.org/Documentation/reference/tools/core.html#HARK.core.Market) for representing (and solving for) aggregative equilibrium (either for the macroeconomy or, say, for an industry), using a generalized Krusell-Smith-style algorithm. @@ -33,12 +33,12 @@ and simulating heterogeneous agent (HA) models, either for HA-Macro or for struc for discrete-continuous choice models, with an [example implementation](https://econ-ark.org/materials/endogenousretirement/). -- [integration](https://docs.econ-ark.org/examples/ConsNewKeynesianModel/SSJ_example.html) with the [SSJ toolkit](https://github.com/shade-econ/sequence-jacobian) to enable analysis of (e.g.) HANK models in HARK. +- [Integration](https://docs.econ-ark.org/examples/ConsNewKeynesianModel/SSJ_example.html) with the [SSJ toolkit](https://github.com/shade-econ/sequence-jacobian) to enable analysis of (e.g.) HANK models in HARK. - Models are [*documented* to explain](https://docs.econ-ark.org/Documentation/reference/ConsumptionSaving/ConsRiskyAssetModel.html#HARK.ConsumptionSaving.ConsRiskyAssetModel.IndShockRiskyAssetConsumerType) usage and features. -Econ-ARK has also designed the +Independently of these efforts (and the future language-development fork), Econ-ARK has also designed the [REMARK](https://github.com/econ-ark/REMARK) structure for archiving research projects and reproductions of other papers that use HARK. Examples include reproductions of Jeppe Druedahl's @@ -53,7 +53,7 @@ from Maliar, Maliar, & Winant (2018), and Alan Lujan's $\text{EGM}^n$ Current practice in computational economics research impedes reproducibility, robustness, and transparency. - Exact model specifications, and especially computational and numeric - details of the solution and/or estimation method, are not well + details of the solution and/or estimation method, typically are not well communicated in published research. - Economic conclusions may hinge on obscure arbitrary choices @@ -62,32 +62,31 @@ Current practice in computational economics research impedes reproducibility, ro - Key implementation details might be in online appendix, or only in the code itself. -- Impact of these details on conclusions are usually impossible to probe in the +- Impact of these matters on conclusions are usually impossible to probe in the refereeing and editorial processes. - Because it is often difficult to run someone else's handcrafted code, reproducing or replicating someone else's project often "starts from zero" (and is therefore very budensome and slow) -- There is no easy way to directly compare two implementations of the - same project or idea, and even deciding whether two papers are - using "the same" model can be difficult. +- There is no *standard software* in structural modeling, nor standard programming language, nor standard *anything*. Other than well known numeric packages (`lapack`, say), researchers hand code everything. +- A consequence of all of the above is that there is no easy way to directly compare two implementations of the same project or idea. Even deciding whether two papers are using "the same" model can be difficult. ## **What We're Going to Do:** Econ-ARK's solution is to develop a new schema for unambiguously describing the mathematical and computational structure of a model along with all details required for solution. -- The high-level (mathematical) model description will be a lot like a [DYNARE](https://www.dynare.org/) `mod file` but capable of representing a much broader class of models (Markov decision processes, including but not limited to Bellman problems). +- The high-level (mathematical, Platonic) model description will be a lot like a [DYNARE](https://www.dynare.org/) `mod file` but capable of representing a much broader class of models (Markov decision processes, including but not limited to Bellman problems). - Difference in philosopy with DYNARE is that we will separate model description from solution methods, so that problems can be specified exactly and rigorously, independently of the solution method (or before any solution method has been devised). -- A counterpart to the abstract model description will be a "numerics" description that surfaces all of the configurations and choices for the numerical approach used +- A counterpart to the abstract model description will be a "numerics" description that surfaces all of the configurations and choices for the numerical approaches used ## How We're Going to Do It We already have a primitive sketch of what the mathematical part of such a schema might look like, building on DYNARE and [Dolo](https://pypi.org/project/dolo) -- Capabilities of the schema will be informed by *iterative feedback from a working-group of experts* in the field. +- Capabilities of the schema will be informed by *iterative feedback from a working-group of experts* - If the schema can't describe a feature they want, it needs to be improved. - We will engage with proprietors of existing toolkits @@ -109,8 +108,12 @@ We already have a primitive sketch of what the mathematical part of such a schem - For accuracy and speed - For transparency +- Automated robustness testing + - Our idealized specification will define a range of parameter values over which the model can be solved + - This will allow automated tools to solve the model over a sweep of the allowed parameter values to see whether its quantitative implications are fragile + - We aim to design the schema so that it provides the information necessary to use AI / deep learning platforms not specifically designed for economics - Allowing comparison of these new solution methods to existing -- Common platform for interacting with multiple toolkits would +- Common platform for interacting with multiple toolkits would accelerate research. diff --git a/roadmap/working-group.md b/roadmap/working-group.md new file mode 100644 index 0000000..f720889 --- /dev/null +++ b/roadmap/working-group.md @@ -0,0 +1,77 @@ +# Working Group on Modeling Language Development + +## [Econ-ARK](https://econ-ark.org/) is developing a +[*modeling language*](https://ampl.com/wp-content/uploads/amlopt.pdf) +for representing dynamic structural models. + +An essential requirement for this plan to be successful is that we draw on the wisdom of experts in the profession who can provide us with feedback and constructive criticism as our plans evolve. + +- Will *organize a workshop to present preliminary version* of the + language to a working group and solicit feedback. Funding for this + event is requested in the grant. + +- HARK doesn't formally represent models internally. Will develop + model specification for HARK to inform language design. *This will + not restrict the modeling language*. + +- Language will have explicit separation of representation of the + "pure mathematical" or "Platonic ideal" model vs computational + implementation. + +- Economics is not immune to "failure to replicate," and the reasons + can be subtle. There are well-known examples papers in top journals + whose results were reversed by due to issues with numeric methods. + +- Frontier models have features that make solution not "well behaved" + (e.g. discrete-continuous choice). "Most interesting" papers might + be most susceptible to hard-to-detect numeric complications. + +- Even without any new software, a common format for representing + choices about numeric integrals, discretized state spaces, etc is a + big step in the right direction. + +- Greatly reduces burden on reader / evaluator to understand what was + *actually done*-- the *first prerequisite* to independently + reproducing the work. + +- Some top journals use a ["data + editor"](https://www.econometricsociety.org/publications/es-data-editor-website) + who tries to reproduce results in accepted papers, using the + authors' own files. Reproduces paper results; does *not* address + robustness. + +- "Robustness checks" in refereeing focus on model specification, not + numeric details. + +- Systematic representation / documentation of computational methods + (etc) could make it feasible to *actually* investigate whether and + how "hidden choices" affect conclusions. + +- There is no "standard software" in structural modeling, nor standard + *anything*. Other than well known numeric packages (`numpy`, + `lapack`), researchers hand code everything. + +- Some economists publish toolkits for solving particular types of + models or handling a specific method, but there's no commonality + among them or way to link them. + +- Some software tools are "inherited" from adviser or coauthors; need + to be an "insider". + +- Some overlap among toolkit capabilities. How does their output + compare when given *exact same* problem? Currently no easy way to + specify "exact same". + +- Includes AI / deep learning platforms not specifically designed for + economics. + +- Common platform for interacting with multiple toolkits would + accelerate research. + +- Economists are independent and opinionated. The kinds of economists + who will be invited to the workshop have strong opinions about the + topic and want to be included. + +- Dynamic models are diverse, many with some "unusual" feature. It + would not be reasonable for a small team to "get everything" + *without significant outside feedback*.