From 568d664705443fcbe1dff0e86aa94741293353fd Mon Sep 17 00:00:00 2001 From: Trevor Barnes <67297083+trevorb1@users.noreply.github.com> Date: Mon, 27 Jan 2025 18:59:51 -0800 Subject: [PATCH 01/19] update dag (#517) Update DAGs for documentation site --- docs/source/_static/dag_sector.jpg | Bin 0 -> 172058 bytes docs/source/data-sectors.md | 19 ++++++++++++++++--- workflow/repo_data/dag.jpg | Bin 99059 -> 101290 bytes 3 files changed, 16 insertions(+), 3 deletions(-) create mode 100644 docs/source/_static/dag_sector.jpg diff --git a/docs/source/_static/dag_sector.jpg b/docs/source/_static/dag_sector.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07231df49d4aef7406907458dbe629314d87c7d2 GIT binary patch literal 172058 zcmeFZ2V4|Q);`)u6j1~LC5{S8MkNU-42UF=Fk~2l2$F;3BsPkQqU59~3^@nMK@gEF zIZKu#IWwe5xA9HxzPsP<{_lS2-ar1@>7MSXu5+sDoTr|1st8{R-++_1=UC1O{>y)aPXG-CDKoh& zG0}P82n`W24H2OpfI;;nCHnCP{Q5_9gqVbsjGW>q_*)63ic$6&tC+FM?^+N z$Gm$Az5CJ%q?lM~x|JBZzp`d-;=8aRF-@XUZ%pQ*MykQZ=9v**^@=4FjImAlI| zLhlH`lMp=ukZ3WD#}j}ZVeqp;4%k)XL;ye#!?ci*xf4kM!hF}TP0MrGwN;ZD7x;SE z5^S4q6r7mAH-_vfqC*ZC9N=qf1i;KlgwE#{*!*!9Z~A|q{@l>rU&lv%qwj@xEQxKVGdued5dgH#tmWdcNPL0a-HKO^#50l9Z>S6Kk$nrw3e4VM z?FoaI+Pnv`bh_e`Bbe8D>D?j>V{UdrECF}}&iqXRaK2KaBZcLHh2h1tyvKoD8GKwx zfxv(Fu|)uA!RCiccu2kkO0Eq~Y`|*GH`oD?WvEvmbZI;CSyc+`1L9d|*3%{5=7P4A| z#{|p4AXNxX2&2|RhrE@c+feVDC)Nps%75~#6;lLGuw$*^ljn=@GZVYb1b_(`Oe%y= zvO_P6cOd}3-2HK-`Qyrp_-qzz#?vZ0?oVG@ zz(aOV$&mnDzkuT+wh3%Fd~O2oseGUTeNT>EkJzFkDwDhW;{wyNA84|tI7I+Z*5DOs zW-XnoSPt&t0R#BtS=iPbKVa9bH!(s0wr53PBTe`R76btP^p`K&34oLki259|GPq)T zbsx(`Y*B=6F<_-UxG82z{O!O=8`2sF)FmHG%&lihbmZ(Z@z2PA(K>$WcvHgkg09;1 z&Cbbt1mM``P)~;zbu(9=&I(SEeEoP<$VR)@;mdO^ZDV39Hsr%n7GgpT8r*E%gg2GQ zU)Qx--B@8{!LOs6lk$olCZ(@ml1)jfT2k2npSv;7J0umpS)M@HD){M}(w^gfUK3Zd zM&-cnAdx53uG72rKqh5R>R^XeUqFD_D7@!Fc^RpCX~NyR_nl>^Jf~SJwHUnbgbQ&$ zmv}=*#vLy$UfYyTzL~CjEMw0fvA&Ey>*IeMTj?Hje7M~2rqQtSBmY-%3FmjGBgT_T z2da$tJk}LR!rS=Rz7Jb3OLbh|=EdYV+JE`9?){2QRSxjj)+KkEuCRDNAX0sW)>lZi zXZjsCON-O_{YOg6^pvL{r&VISK9HYpxOA~st8*tShuJ~(1dPNoLxdq8%xs;qm84dweB4}}Qs%72CuMD) z6G)?be|4X8VJQ|EFROUGN+VL--A;2swy`$mY^c0KA_>e%V=%@O)c+7rd!SOCmdIms zN^-fKJ}O}NNuYq?>6xI6qiDv?68-o6B5Jft<1~GVeNvwVwqIsmczXWC(`ZFvGtQ5m ztH7=>(E>f)>B~m)=4G+sVMfXP%w$B7QTLixDb5DhGff7(%$wS{5c+u0c1&Pb-Il*c z?@Y4h)^uwOyOYjs*Ry`Aws5&Vv^~3Wc^`XKad^FF_*8dJRmAtp(df`P%*VY;wp~ly_ucPW=IWhNE$i>WXIBd{!yd0%h-ot}Dt$Y#E#pGkBQ(;^ z(wx^_Bwy=y?}EPPFV)|&SJ3P)@!@CIir?(!OW&Zod?EBnz$*o3tp}J2FoMI31*NJp zVf?X2*oxnE?_Fnxr@!XQcE#({OgUQ>!*3YP%7{6G)x;VAZ+rUB3b~$zbIQ{E#*FOM zo@uCMvvw;I(`dOTHAZc8-{PM<>SQ$zcvu-9Wba;fWps^%QRCwCDZkYb&UWRp$LF^UTkUhx@<4nLKrW8fPW6T z>H4q#-M;$p{agRz{I#v(%iTDIzCINn8_Pt%RF$XIn ziL&MHf###A>MTQ8ngTi*a|-_OV7BI)7E!i};Cb8}0xj|e_sHhqcG+>X6P|7|K`%IK zZn2NZa}1fUKLyjJXYAu^LS}$#1?tC7slhhu;JS_*nPd@nB#@lb5z<8cb_&SXkeIQi z1H~HjBx+9C#qH8bfqz&p6Gtj5J-xhdUCtn&zLqejsyiq#Z7od*r=B zznRG=O4F+15Pug+j3XV9GRB*D*M1c_?~k>@4|A@59YyUO*RwaMl^9K*jKF4H9LzbL z@@nEHe87(pm+Sm+HRk@q1V}$SQ5y@XN_#Z~z#wD=W43#)9899#NXFcSDx;fjScWAh z0J+lSBPBw+uA{z&h@H4Q+Xc^k4Z$GTu!KLZ{Yn6)lK>1PuQ0Xxj)-aEzIUP%h}#E3 zupdS)^&O%O0`Ou8^6dAp^Npnhpur9W4GZItB3u65{JSQ*>flp=&A1ett$vS%AN2X6 z^d%ilVK)iD5(0D0o9;=)9cI(@z?4rbeTZA9^%tZvF_2gG>#%1YnZ?UDfe9{t(UM-P{; zgg|5Gd#knY>Kbx^04%07zV_zF;I;dnYR@P5lJW!2NzClKc9&w`@h8DO6e{6s;;^2| zKrZ4p4Cc5oMgs6nlL?XD@o+Wl%t0Htm$hJ(aN@pojAhzen;Km+0#Kw8ba9;kw3fu; zFIMt!5yvy}Pp(+htg{e+Tlc$GL-g$fdd}hLYvh1Ckic!;qc@~NDNXhi-c}FePljyd z4s#Ko^mO(30Mf{m*MUtM^r@5S zt>d1roFf2_G@m`a1D|~h+hfdyUVYsv){_9lK#1|v2-dnzzPAbcff@rfXOMA{ANTQ# zpTO3_hsBd=dLjF6A)DE*>ZGRW`qcYwkgn*G8oR*O9N6x%b|BXg8cRC~WF3S(DG~O- z0tvYLDbp%}0{c7wTd0Pa(bz|X>|4}CNd*E9^{~%1Q3Aj+x7DBL3q=oZ99`c@4B7uS z@ufIRd{X&2$1|D8uv?dR*vYb}qm?2qcotjk-S?jyp#nSUv-2$-FDzdTp?&+>%yT*v zt?iuZcMxgPtSdSBwzM}rrfxU4)auOZGwU3(oiM2X_8Z9=S#7rOhso!m=q#ZdvjOf2Cc1n$sKnU5_VX0 zqUeZj)XDVA`0kXg+Zy*8 z@s~dpaIle|FUd%tTJj~oRUABg&4=PV()!i<6GQvZObz@@_T?6IO2s-p%!{=Cs>B1@ zCMU7-NQpT?KRS4ksdV%9VYlGNUQPNK9;;~`Jz*MDmU8~`ky4j(Z&4-jrIw7r&#^}q z^3w$(Z1~0z;!os{?E4W_d5Z!wE=W3cGQL>fofv!4^k*x@A8c=uySngZki46*N6&=& z^t2?&cIwf>Oui|OfvEF_)Di`}5qBSL& zPm!8)UI<9!n3>M^)_cI6fLuI+=ZEgq=fY!8p{~5(BLHjnLL|L%p%Kf949Q@zw=vOV*2<2B^XD@bveSBMTyZ2`%q zS^^uZc#N2D4Ou`A>}r|zU)sAUT;d!f51A*XJ{{d*x950Vqz1K?9cTbAnNvd#yM4xF zG~=}&6=cg<2vnP^!rEUEfMV37W?Hrx=U9adezz4ne`J=fK9(EoZw|pP5v%=q1pgPZ z0MziG2#AoMi3#Gae=quaz1akt2-C$)2LitI2=uixcyym7t`{|{Jz-p+`P3RR+=Zy= z!@0QbPHW9UoYX8nJ7gnyr7{Jzxc#kW4f4BLhZrQs*4d-h&I66Kusd=5kvJuIM;h{)7N)eDI*AfU8ODW*nTQa8F$1-gT*!mvIGEsx4IXLB z(*crC`GI?&)gm=M|F#nzV|IX;vsLREARz!=ML1iXK;X+Jx{Lrs543DE;v;=uYJoKw zkMN7&LH6N2d`r0_IySD(R}5ba-uX1K#90nzhpgusa1mc|WhNT9>X;oHgg51?1 z@G}`Yc!gSWJ72SU5&k)3Sq?-G#t4F+YH+SZX+82N-~NZ`^u#s{*1LI0SQe(N*yDj{ z1#tHrTz_mvjIf(SJAl>;ZYX7xVzaTp9#Dv}pLTQ9nQ{g6d6T&{RJJ%R{sHlgONGyv_z-|AJ`j|@hKbo{>BMq)H{p(5 zh3!Jc6(r+nCC%_p--ci?1mNqSiX2-HYV%Sx0eJo2_JcI=Ga}0?-UQ2Din~yT|!69~)ovTfPITZLKI2 z2mGWiEWG&(MAH3-p^M~UO}yN0%@(yKd=7Lb0PJu6@t&iI2-|3w)(5uh$J)QnL3?FJSM}r`{_$;pMtJ>b8Y1I*%>Cu zKXt7^EQdkMW`l_@4-@8@2G`ZOR-{ z+I29)s>0*+bQKuob=VTVXDg-YEA8ecLvy89AWz=#@i*cj?XM294-KUCp@Gze3~xqX z8r!3NSVvH7pCm`wJD*pug&($c=UMXUgB6jt;s(2NqeXP1KIg4|=3*5t=e)_6GWV`3eyf*K=)5s;{36kz<71 zvWRsEpVO_?tJM-+q0^x`~-6EwLy2kQws=&L?o z_QVG&Cg{f)xZ4lC1)1@L064*MTHxK&&^vvdII+iI(+0)rWHweh#|A`y@!o~8Ztox^ zTxx(yZ>IzLL90eQU?#GKboFSPMeDflMa?a7qPXA0Rp~=Nf=% zU%>k=nWbv=+BHNaC4QIRe|HdDCQV9*kR~-ZA^`O@I)Up>R1+K@n+CB5OoLgwrL7*; z9GuxFs1sM9s8kN_{A_yB=FF6pY7==rE4;JBN}WiK?#DrVAy7OtB_l7rh-$!WA!4W? zLgjVFqNz(1d=48s02wfQw5y=kRV(|nZO2NGsb@)j)S%9dttI)yHOq_xrgn_T&TAK& z#;H-T^&+Nj0S{6FUz0M27S)Ykog3j=V!khD_)|Ch8?nJqKY5Dg-BbwMD5Vc8@2(_q z_6Z!<_9bfxMwq`kfJ|7B^`R{s@<4!1A5*zlqZ%ibf*jbMjXUkb77i&5-JQ5)lcnt; z$u>*jnZcZv`gn7N?%qF)WcM?xBNQda#6QlqnIACJ;%u7FzVZ*#O6jq?hZ$&wkL`m| zx)LmkE{-nOIdRcbKSn{JO&2u2KPoAtyoB&r@=9zDd?|-PW{DX*IE<)$VOpkiAC-Zg zPt8WyxNG{hzTTQ|a@F=zq~*{#%S+Mq2r^F%K1K!epO_cGQqH0h?5F&If2|!4YbjJ2`GxU_7 zaJ=3WV^}|VHjB2B+e?bdjxz^mFD9u_wz2kjMO@9U+0$;$$u)(@Pe&${Q5D{mNC9&% z6)FJ9IJ?VEe9+@n**4)$afdC(8SMPQpXu(nVJ9{=GT!gJGQ)D~$`p4jFzKsd9P#v- z&=lvTYEi%{QURqQ2pYTxhyg$nV!!@3N5e@t03|Wv%$%2(-T0N(^d3%~Dn03gGTFlM zs2F&JHklIPmI(mF9J<-w7$+%xbnca@`dvScq(Cm<@JMT(5*upf;A;8Ql8%sOfkrd` z_8^1TbH&R;wVfY%U1ZJ|1)RbJ#I<9)Q7>`?O*F#fIX|KukT z1=VF~_O5d0H7xI}D%UyNYUI|Il$a&er4>G6C=9y7n(z8xk z?FhN~okPop;7eq2VZ!i@B~aK5liPe42H|usa_l#)Fma&XPQ?#z1`8~I513%2gQ6Om z0a}HqRl~DVL7N0XqMU;L?9A`B|1U?{-x_^?{*D~A7lD`EHCd;|0SJW`@EN!p6pA4L zU8HnG^M^qA?;h%^WNNpPopSU?!mm$UApjp>aGVWLtq4T}E$?JWgx}}oUGa{a!}=g8 zP7(l?YVZ=iglB%-mi%Ky_+-t8cU%eN?YYS8efPy(T6euBSe!zcPBo@2IxN1m6-0e0 zPJGPkHbQ0Nj|&S7_Y*Sh=4ZFxT#dsN2f$OUvUs?()U&P;JyQM~71T7o`NBhS@#SLE zkqnjGp+@&);m(CK?SNIcKHRon0PNGx;l(Ye!J}Y9y1KB9eefK4mcpkWc?rhx2Lls0 zyZQ89ad?!5#Edg-Y3Y{gcF(FW8ER`8WhE*koPpfp|EKc!g1vf%$zx@o z%0y`BNKQ&bCq;9CE;M6TSUc1A@sUIqBZ!;L`#53MZ&yQBb8R%B^h_$EE{(1q9aZ0> z5}lgz@dkN$`NC|ykpCLOR=4O)QZHYyfF-6A*MP>mxv2K66o0*OBcTFz{mFxNyf5!j zRn3T35)N$_#8p)pT)~8 zFM@|0#2J$jgBTo;289DqxFDJ1xb4%l?QH&n`{koas)E;W6W$A4$wPg3kKId~)Rvn2 z6QecFpYg+eHS?rbaoEF2>dzOp?tzkVYCq=EXLsD-aky6Ot4k}n%6LCbaH11R2K?!~ z%<3PMJJP4Xc>~4PiNZzy`PtUO!CZmaO%}=OCN%-XE0j%NmO*fgedY~~dv%XC6{R*& zTf>?2WkoO2dM~Lu+`;65LB3!V&AY@4jOd{!mRw5mzU~(7bO_|zr<&EhiPemDDaotN z)pCYOeuC#~%HM~|WV}k8}+Z!O^mt*)IJXW*$?66YJ0 z4UANXwxL)DG)Ic7Y_CyxHtS1Get^Igc5Qgw6E;~P3Nz?)OP~y0ba$D)_t~;Ln0iU) zpkJxDmG{+J+3kb;FW{|A+^cn#q4Cz!7|t+hh!$6Sn>`Fslh3Y2vUYug0-B%S#m<)7 z$I!Go;Df8w$x`X*uAUsFYT$um(na|HC3(D{5b4iG)AJ8&D$VxjS5W?kVWv0!elXni z@Zg>%ZajT6;TWBc+D_cq1cRuhBX&FHk;0C4`{32VS9N%=re7?QetCaR?k3Zn6b6nmw>1 zI#9D{sx4LCf?aI*8}lZ`wv5!c#~F)CpK=yTvduvO05ZljAxqLsS}hiVq+@)6{{6wc zLimfjsL|qAcz!&{^T6Q3d;8tv7wY3$O8}18QPNVR+=aS>^BXFVDjFuRTP3o4W&7A{ z4YBDL?u~&j=acCcfmRh-+S=9B=t%-F;=qFyUH^22P7$^GN~`$)mG}BXv48e#{}b+! zs>rYF8wdrPJ4TUbrY*Qz^bF2@w?46ObP07U)A4Xls6HBRpWE>j$5;(^me~ES3^In; z>uaZMBChhE(K0c`%h?(mBNujDjE&mfk9|?KeHG`6A7|pnKk*#Rg8CL#n(Q2*m%aDhBt!2)ZOq}ZA z;7&7+Z1s_hy`AfHB)Rp>V%E^G+Mw-2E#JZkD57t=6|-Wj8#n7Q^v-f2p7%w+n{~0I zPa{)MrTms$`oh$ei|%BWZ)EI1iVn5+BBD`j$>jA5clsQ^RfoCWyB98YJ&EY`x~|je z3F7zO zzA*Z+3M~zuxgNK&@;%pgQph^<#^8&LFG; zI%{th-0vik&tSL^Ju#o}u;9k$A@uTc&+ABH=I6>Aai2twom3zu_dBurzU17@-rL)6 zJgte@eL^;E@Ien^EyUkC@~cip+QRUX{GWEOvW?VmmegDw~qp07N(+%6Fa zbiBP;6uKH@aC*7Bl;=|6Vrk8yzIvW8f$FHjx|~^!iZT zAQp=3NYkm4C;Y)hX;$@pE85qKiQEqII>f>i`nwVhRhMR)-ptO^N_idhJK2JnF7DsQ zp`Y?aWF8zkqGJ1;m6cO=SDvCJp(!;ZUMCZ5D?FwcvYtLJVlkpvRC=wd1_IaBoEP)| zPW|ZRmvl-?uMsoegI=O)Q!1j2PtpJEbHebjc)v@A6C(!H6Soo|S)DktxK)j1xoTzMuUvn0^iQadS9!N219J zN{+Y&IZG;&jHq6(SeIH@24(h{CKPm~=WC;$$&f$hr93g{KX!F*(Nt!5-3J1!thYa? zQO/|GeD8puIxhfBuuyEki@De!BYvkNU5rt4rp?o@do>%}43DcJctr*Y=s7-xBI zC9jKf@q1XmndnB|i#@pyJC890-7vF;dp;I#Sz8(}nNOgwx3^!mzgtrBSd4#4J*>o14K{f%x%|96iI=AEE4xge$H&-7_$9U{&?;SJLox4TmdmaAaBf}gdy=wL zfgLe&FTppq>?2Bx0U=-fgy(ZYiWlAC8ygfA&p{Sng-Kn0H(q2F#Vip4C?914%Kn6I ze;EM(m{OnxTE3|(5_5c`Y>d`-dofILCN-8t=`0>@Doq`W_Zd@xF*cqOb&JD^kY zzO)Ed@rrDkXuOA%_XQ2Y2GShIqotOf=emAvB3s#}(}v$ubW%!n${a$I63Mf61k0(Mg$%7gh z)x75{g172&@h@Ch2HHFyYi?cY$^V$@w0w13RQpa1Lg@mhNibveERj;!SH z+pnQM!J6ncCetTq6#bzj6kGDT8ZM zH#V&b&j+svkmLOo@#m_8udvUrW_Sy!_<7UUZWuoE< z?!Q2PKP545t>VZ3)4>$^Gr*;%yhonrj6 zJRO~6`wLZdh+!12wv$B`pVbeSW zLV3PoBF=$8^QN05{Ixm8kbMufM!kiX(<|*?$zyJHHjPPC68oOt?~~2!(@@`i#OLxi zX#E!-0)l-OeZu4RDVW>DczyUd@dy@AZ_}$?Rw<=_k-PHDgg*-6G5^ZA{R5+>?RKo- zo&`k7p1#SJ=EuEwO3BArc**6_fF)}{sdshxZpbycY-ILRvTe=_~ZxVaMd#)${ zZy+jq(0tPtv}8M=_IurRKGc*I8bZl5 zSLXf0ZJxE_baAGlrRjSLvh1`x`sUME~P|*BTl};Oj z6yuv7qB8YWb3uzp0wOeK($5pMT!A~35UBZ08>B{Rc$pYDx~)46Y!)2BR|NhIvvQ>0 zVsW6OIp)68b=c)y)&^_HfA=VyC`!xD93Io!l~2B1?d6X&#FkyT50OMC(OHnBw7HtC z3%1VA9|I@m4zv#9lEceNM-8C_>3T^n;#-0F_uOMjTLqos8GWf!_5N-Qi^`H*zGjOK zOzgN{hY3QSeN04tw$J0_g*Iv`f1WzBqT-72qb925@T!-uM=-5;u=6k^@rQK3N%?R4 z)OHlc`1IozO)(Pdat29$SFo)(UYylco#efyafE@+;Qg_tkEf}w1y3*X*tAvj)OhW@ zJiW=u8ZhRVk#JmsSF~4a?9x#FspfJPm+p^IslS_~|8Pd9bCUop43FM-3;gQn2xaw& z;cT_Po);?koY9gqcKleaNN-5I*HJ7S=aq2$)}NN;=d8%8TfH+F&VS>I1Mn~xY3iE3 z=)UK7O+;t$%Vr0C?%uXuH8$0bqBEOB^Qc?lb*e~d^RTMcfY}*%v-aYD`)c5SZ;tIh zx4N14v|&wb57LP^%0a)HVi#v?Q(E%f@S_Zzn!2WEppUc(8HiskNWS)78xgK%GvlTrmp?as zo*wfOrvkWzIMLnT?>wL5*)ipr)7U3aLUv_gBPt{@u919Fzw-M1@y=PJYc2yq+@z`?0C^TcLU@_z33M9* z^3lzLbNGr_;m&mgUveJ;F-_V-#Hph8Z(*5eLo<13uN3FSLKp&RL zu5XlAbk@MpFBvq3N3u_0L>hL#wqR}vwq zmQ8L>sfzE7BQ8{kDd8l8>@=a=mMN=Q_2w~|1ae+7^)E8ykOB-EbYkRQE1a|DGsNbO z3n6)GBLzcc7)d-5NTHxFaVJ)Z0Gz|*?~&vExRUEpo3KhKjSieY5(q4pcsaUug+gdoRP<=Z0iv#yP42A;KysD`@NrmOCIw^ zOb%acJ#eI(Dx7tf)_E0-l1Uw@${P;))K-YA#r5YJ0K5Vi4&4fT9|8&>G7t{?5w{xoId1jS1r)auzc(rwWU{{p z!A<$oJL6D>gfw@}+8mTSsqhz9$YMmRz~r(G0qAUkAnE0rQuL(*B8cY);TR_P&lh7! z!TKK5X1dUt_X;rVDX#2~I9&J77f?{nxwYJfsb*{Amv~wAPw}!p&Y>7sv{Btxh}=en zK)Y<1g7%9h+ehBw@gTG(#~iAiWOaV((h`Wj9 z>z1RpnAF!bKo_6#I+;D%iEDo5wAW`)(zbirX+g)aREccC9QLVZ?!bHCX)ww${WJR` z0KdhSix%$C*NRgT)9B`(n18jl5_faE`y$rlhisMzNK%epB+aelD#!iSpqx7$$xwqT z{nnsAUm;x)f2aU8A`yZky7)^p6!!CleYe~n%D)TREyA}+epUV-=OSftr+;tp7r3Gf zC~1K9m(XiBbQN65G2svGq4F1xMcL*f)vksKRzpi4MkCGOK{ox!6{!jJCruK>xB*t( zd0V(rMf~up3eQH_bu(8%*ff-z;>$&6qxvqAXEDBW+oGQip}0tSLz*PQPa;Cua3_&t zxFf?g+lvw@*WUKB4_bwX2UBm(eW_~8>f5okEi2?i)rTH^C91CMb9QN#I%W&1W+@te z0CfJ+iw8@JAAcb_UZu=Lt%{!;NY9+j*bR$K*I(iu>AuugiywiCoF|6=8vgzH%GNtj zoD(|{ii`SnBvJ2-r$dTogw`SbI+T9CMD`(C;NP+SL)yP~>N^C$ei7UzLjBgOe>)ec zmSc&)J2p%H?=6^*jl-|)T=iolH?^AZgPJ(I#}p(i{#}8Ai#^A_QeCCVdG5nDKHXCw zynnH~L?%^rb|v-uu>1Gp<@<9L&`aoM~ zsCBWKVAh~zv`9L{au)c*4xZ2luY~+u3T$`~+Tnsc1`jP}Skh^r^Wj1Luy6j+CT(T} z;OAl#{^Aw=1#)a((tojDXJ=!!&Jci~i$eVT5<7%KA%rDD!gTD zM=j{smH5~WZq{0Thc*;(rednmayu@_ytgUeGPrt6!XHofj#pM&z>(9jODDGfT1-aH z*!dl$9%b8jfjifbxWpv`?Go{iIVs6xaFYKgmydjvMsg4%;5KX?lhg z;8)wp%g0A$cW!-X>5N+b_{1Ae9JpwkSV@QLt3dgDc#xx3h5kBSGszD%%e?9b$ig)d zfalPflQ9tgWT^&&1@{7%tx{JqA!r3HiGcC0I!&xcFF|d{38mjoOhYNSkaa!kPy?+` zaGSv4;aE9$VZ?8bpU@rshh-;^K#mAyy9Rz|$**VvKO>?1@~${2b`ORS02&4C1qg)T zjt+vmdr;CP{nu`VQpgEQ4UQ9lHgOY|U}!N!8PxX@CDx!FJz)6rA$!VhP>(#72icYl z0x-o}kQ8FCjQ7p2hE~itf1HCd$N!?Xu)mT<*G!IWI0lP3T#|En*0)1!uT|%XW953( zwi9*L{Or2aTRHprj~u-s^DTv_-9W+h^5G>ktWT%J8Gm8Dyb?ZKsdgZmPu>v%V{^C$ z(_GtQ<4(VkJZl@Z`w?~R<+!mWLe6Z@($EN02%gVS>U%vGg2|JB@-C;5^qpd2N{z^* zh{{8biT%$&Fk>$EnkPrR&M_7nqt`pc5z-f&uZ=7jNe$%*%qiYA&S~0aORK2ayFFWZ z*ERRV&gNOC?`C&VUH!fS4OpWGZgB{;uQY+f2B=DDJo^$(?R{SRkBPUo{EtEd8e2TOu_F^a3@%Xf`_u#aHth^_zCze1Vn) zBql_{6rS1A5+*R{hvgFeK4z#?*k{fCX`7)^Aqz?Y*H?Z|cTX37l z2>j8jbaf%Xg1@uVS2H(^nb?1qj=k_xS#*E>DkCEZhwS_R-j|$Fe^HvYl}NS0(bU(T zstc)MFZk}Q%uC%`;Yx;#&hL#a6!{Ou4b}%Q``DOltw4*JI?h9j`vx7O%%qq;CU_+6YZ-yDCse;zamD~rDbbbF)23LdCbjLR1<8Q8vnL~b0Iy?HIP+|Ct!6L)f zLK%6|r~n-vK1J$UqKW9`7eVTjRXsJA?TXLxm07l$4Ig@(eZ$}u!?q*3!j9!taHKAK z;;7-gMECm2cA6fm$I$IDMf}thvhf;pL5R{E%^XIW`B*JP!{0aJg1xoTmtmx` zQ*f$0Dd$ey8tw>WfezhXe>#gbElJRkjCr6zB6yAtJWlKZ*s3%(b!HVIlayAwb5 zo47V{K&lLpu+ZEaT0{EVd_u;I7o)n1e*~Go2@q!kFJ1%Z=`Z1Sp=~Ch6_mfhZ_-!! zD?j}{<1dOXu}c0O`7;RC{8U2n&qenqh5S0-2-W-lPu)reqFDIHic9zB^~`l*C7K^~ z`*Y8nbUw}zmXe`ylPW!fT_iNI*tSole(3gn!H3fzYO8@$BGP1yb$TKTy?H#y`mWNH z)r@*`9SPHy;;`-3TC;1Xh~IslD=XW_mlS9_E)VSVCtnwvW$qeOZ`IO4au=nac4^|JTmGq9={ zws_QBpH8*;0$5Y?@x%35Y>8AIHV_zqQbo@Ymp~o=j1Fb`5%M?lGgK`Str}?D74Y_SimM;>@Lw z=X=qta3!HPc@DWVRpCA=@V2jXNzc2F1q;?kbHw|z%*fcgOdU6AU}K7%TG(!xQ2ThQ zcIL>Lrt3Tq&SZW>azx4a%}jqBXJQM7lfVKi!ud4ceL+B9zwLvwK9#svUjiBrPF&)7Au>3`O>2K1-{)VZMpaT=z8EvrO~wM zx$;lbk6nIAMp8|l^1aoAL3Gn6BYK3G1rOlAIMlVzO-?)-z_Xn zUxm-W=+jgC@Yc3dlk_959~wW)Iz4J4nG;K(zL^yGjlW7}iipl2WzapuVt6~&a!9V= z_^fYcg3iQ;wG-60PfDs<5!Ym-S3Dj#ccH$!j`5y!&t*i#b8SY+ma{~op}d{58w$_u zi+S6P(jTi27gyTn&ImYuII>V_|pT$J@`M;IN z4lb{pwJqP}R%u#|TD%fk7knJ>HlovwTljcs<3ut@-zTam8L`N3GceWsB>1oPR|7mk zCx%8x+wDn5X*-GP3pgId3eA6F2~N(>)yu!y74ST#nAJj=xuL4U*T!?_tt(Z6>doL} z=V$g6=ag8lZA*p(h%ofIE>OkX{cd&9>YihfFjdZF_rfb;cPJKWo7r;#+diG$%SN9s zmd1)Fab$RY6`Y}^Xx={SzsgIlThlkYArc>uHYQ_k+=Hy(jD`u94#-htmwP;j*haTI zOTh*lCf6TEI9g}iiha`QBP4gvbSLrr%NWvqcAF!<@-8dVY{_z7)z31sJY$U4gHul= z?$CIo7%A~_pLFFblxAj>+-kZ{UXd-^FzDnN-YnxLvKr%)Arig7M}^4T-Y=si&GVMl6y1oQ6KaS$g$uO480A$$%v^Bwy9}M-@*nBb0y_0 zToE??ZZn+I-umLfdtZPPOFoNqdyxn>?Lf%IgmXXE@s%6z7<=96)3Hv^jdDU$EVM@} zybvc8($4hyy!)y)c}aJ_$UX3zh@?-wPVCnFeKn3=8LJpI7qU0s_g}3}>RN1+kaegk zi7#IHvT$n2AU&9WHNDb@T1c)m-sjYrJ2~dQ%}1pYuw(b-*i+Wn6sLJu`;|-kN1Y<( zB^UbVDs{^8M(4-R^ouZOD+QI|edoK5Dd6%%EFS9&H4V{ujax`g zbG^ZDX)}YT_nz%)gij5Bu`CYJv=y@B`)I;#vH7NLWY6jG*O8FP-5+CPtDU&M5GeQ_kU0oqHB%AcFVj#1D1v6x6iPRJ#l zo-|{Y*4c=~qp&GZB71!ofAjche09^7h^-L>t5-Pj9~HLf2IfRB?WyeNw==sUAjR{N zfA)WflB{##=qq*f-xoVua62}F7<-M?de1N3dbX_<88JfP+vq-%!M^`aG zIrfZ2b)Ux2xD~cRi)&d`P<&s(`}-xV=9HD&af5+IZU>Yi_et&dqXMW_{i7ZyuD|!V zbBD!@Q<7IRVLQ+|TqMlQQhoKPHfKa|IsIJH60`#6flFpn=4EBEC*8v>6lbpv$#Qjg z);2l~(x+Ny*sR+e9I?@5*j4kjcDg^sdneww@6}V;aPNXOD3~;aFm{`)q2CKJ@a0*_ zO~qVHODShS()Q~!hDG0)dq@GyP|dNQX)x)o(uTGr^j3MKbvk-O?P6iZo8j(L4E?NS zEzz*$OmxDD;lQme(2lIrL?WqH7<4G zX*?I+^C`UW8Y$(=in3>X0IS#10z`Hlbx0eQuOR*66(ix>5UNm7Oe4h6!?mB>!Uz+k zXhM8~cCM48ZyvK{sz$wdXQIZM7CDGOj=%~T&0dQkwiI(;k5=#qCisq5WD(aN42D)t zpsaUJXlvGa@6#s^XO*5uBZ6;(1KB?@~_ugnFe&gzEq1Lw) z!lw<(ecq0}uqn`cG0Q=I*AF~Rsl=IJ0BpzBZs-lA*WRyEqFVd{B_Ne3d>eCKGVEC$ zMmxD!dR<5^c=?6DjD+^hHPtib=9|<#DH|TxNAQ&_2v>foSs&_ri6^N(zQ~nSB0&Yx z(Ap)w6r;VJ_3+(5rC$~u6>yo<+|wVYl8$?DX;Y-Y5CZK%@GzRa*9gOlnNyMupG_DR zd4;J>6U+7NZ^DIBMie;P_9tbP;>n!iZ8`M^9w@_~K2UIU*@=9KVVIh{#MHFhD1MSE zDQG41iz>BtlV*b}gLjaqID3?`{Ngv-l*|qaG4@4j`X&|l^TdH-6$aM3#5>v7-o98h zFDCVqf5N3rLWN)7blJ{XsM60IS%?lZ_$<}ylWU^CA3D7Ml$P6KMxJ7H=IkO^<<-bV z+|8B8G+19bTU{MDkV*7xNJQ=Z|HIu|$3?Zqd!vJZ7^HxdFbF6Jf{JtvsFVmpcS^T( z2?HYCARswN*MP*(h>C!KbhmVawAAeTpxeFO`<(aO_kGWe&%OV-1lFus>si0&7vC7K zd+YXOODdx+-bU_=R9mJg9@AEnDzaIi)?C24qudBI3N1+4Gg_<{%ANBIKR+i*(;ib(}PN z2>X}tYcXMeK$sApUO=+C}q)&%= zokk>@UbRlDHE2BGDBf?1P9!jeN3TEiKZi6iCLw+kLfd$S*dbiPwUf>E(^2gb9c4e- zY?@Ts+@`nC^bNfo(pJv`GMKx;alO1UZf3@8`UTS+rqa7A;@C{lt`Ne##hC9op9Tda z&_dm9GgH!u+cXJ4EcJ>J_WW3V?*ZrL(gKJ|3SG1if%YdT~s8}fY2`%;d` zYm+p>Z^WYXFNhx8vJ9#2=WdT68(*e&&M`K|t%$)LzCU*OvQ{V`5%~PISnBD$(4mLZ z9V&ZW_{;8PjdS($g%0JOuS$J=);l2L^xJhRB)USwgqzPzPjIbNgOj-8#3soIIp6 zy*f4_DOO(7Z|&9Yy7H*UkWycYnTijOs#)$n5Mok;dKOwk1y2PZXa&JX%!irsjnwP8~< zgO=F-lB&CNQ1OEI8n#bVv^d0(o9y7O7AyCso=-)q)CrUy=1l@HR^*t`s=iR6Jd*7T1dG> zNNb0mX{VE}shiZWE<6WaLWWFG*Z077S%Z<61?~p#O|OJ?@ZePRuG5Da82TxDsobsd zDbgL5rK)7SaS8)wn%S5LRdh^=4X+SIMiW65KH=E2&>Klcj zL&R=Lfr*RPY$$c*;JPWSam}1AF;*KERGaM9hKVvEub)aW?iib2V+rFwe4Xm++dAv3 z?d3OfT(5h%HZNMxwb{=+Pm&61H%A&jx2HEze8?S^x9Z|v{8H!v$0Poj4{s;$-`2ku zt-itQu)G~gI3iNsD$JcJ9{RcS4P;zB6|&dCbYI*7$KeBm41O>zlLUTYCZPArOS;dX zJ>jY~N$Mpfb>(H1eO#Xx?SyW8SrB(<9p_2A7#f-!v+P^{b@T8F7t!(gG0;{8DC(1e?vdUSrA+y%_eE24C>nT|VJJ;T6pt!LWy_y-rZ5MFmBL-G?0QtiI8Xizdjc zkPRC&)+?fLDd%Z3a}& zip2NAbca5zCBEDmUGCLE)u)F%WO6tMp^DX-vmc?<$AdT|56UH-CDALqTRIPo?~jP2 z529>t2TILcc^z^%hWXY!!!w&dE7T1bFH(yaJ~^GMI}qRE4Wxj7YtG6W*V1V!94)J_ zyV^v}L(KKQz=ogcI*wu9EM*$e!}Pk%M$FAEj#9^EBYy?!e9^Vu%d}CWq*RVZ_KRPr zXxy;*@qD6G9A#bPzjZYNk&%_7xQu<2fEgo&;0#v!Lz^!Ryh=Oyp{cdG*nPRh!r%UY zgrIAaavj&D83g?N>N}cqqa?#$@c1b^Gd&imCD7;)TSrC>1 zV~>NS2plbp4{Nieaz1$iA>{wslZp7uI(0g=VhLckb$28W-#BsfXb%P6K^t$~49PN& zm)FdibGaiF{cwSpk!05F^WuWA>q7M^oWeDD`!wf8ueo)4e`0IeRoJaCV^9j#e)qaO zYXb|ItdVf%=KT`UanDxoF2_v5B3;#PF;_+X&~602tFJ3IQn2;(8Q=9wUeMiHxB1GPU0DsCx3P*fc2zdu5vPxkb$ajw`Xyb;XXU0nGY@+VB zbH9ucv*Qkkj2h>d$Q5y(42#*g*S{Emq?2(n&b1VH&Y%O6>k(h;A=%+>%ySA&9aE9p zJZQ;+xV%!MnNG3Ps~Kdd?5B^@l13#e32JyIi_^3D>7`WO!uM>R%n`Er9_*<&B@wmj z+AGt$luvp7x(sAqxzu03HV`Ki@LtQ+usvsvk9AmkFPnEvoE*guGsPSWM@zvRjjzAC z&3P=^d_j?t&Ye8u)4S_t){ckiT3WUBN^A0y6Qi%_)S`_ipH3WL6unJxz8=ftd5Ax& zNqJZG+;Fce(mIzrgw3~?d`0<&I?d~iTlC&TO#N=j>^SR&zGyPk%o~;=^Y-= zjJ4y+jpM_^tx)UPNpHbXwuEmT8zuR=7B0N;k)Gj`n1w+a*RPG_lB`rnVb>){0o{#$ zP&4;hIUX{+@O-?pHf5f`TPP~AeT9PY_VfBQ)4a`4`SV}Y?!uXRnz-zRh)Pu?aGHk+ z{At4}uhD&?+hcdjPRi3UU!PG%DmQ2F)X|5n6^3>QUX}{)p_3yVU`qaKEzHV~PBGLg z?eVU+WGk>GMu(POw$9ojEscB7f`@aini1xmMg-5zsD7c5?a!a#W^mnDTwjw@LeyZ4 z-nYw88ya|`;rXV+fg80ul$S#py?tkGbKL*>Wo#BkOLF~2s^;k^m5ohq4+2Dsrhf{; z7{}e!e||dk%7S7=+p~@;Yefo(Px4|P4tB3u5%ob+WzP~FXT!s5@NBKZiV%i~NOZmw zw)@GNS{__zIhbWf)m#iI_zU?Y%+eAh@SX9fQGrKQ4nit$v8N0 zJ^OGaK3ap4HQgs#S_mR+&RG4z+&K8wtlM?^$H8A;F&P;-f2Q9Vt($62EJEeG8a6jy zu9eZE6_`ND*1e5$s}wEzqV;Sn>Lvwt{!a2&^}4|gAs8%V6J>B^oTmK(Bd!cCr{tCM z^dynIrc_kToc9wUyP9uM^q#C%;cECWftGI-d4&^Gx}z)4= zVKr+;zjaVD#%!quVxUUPaYMfE45m`X) zIPtaqypawf&60S6kO6sM@9Bx?dV_M$DiGTb<1vUxkl5NIzwz=9i1}N8MSBgmqi_QC zYyVWR_??VRs|(N=*M;w6YIt{1nr&y{nK>IVBmw5gf1yIphAS6ZF2U0ZJ0OTpl`hWq zvgT2dk|+~1Jj{(IxN?-wPr&Eh@=hVyeBYr9h{r><RGPjkRSg3@i$zQa2)YWk{#ixi;)#V`1w!HNJPtLX#t* zpoz@g?-lQ5k}t+XulQQp+{1-gZ$0PDki|`A&mIe0YvuVsVH%rSYZq#I?dSmYn6)!H zVxK43sv~EF@tD8rSUTdG+dI>w+SP`Iqki60>K>=d(;hBaqa6VUxFt@VT&j+w`mlG{5y(Dcb&o^A#BFxi&l;kr)$og zcABr`&oiH>Kmii$HEaYFE`2)3_YY0U9nD6cRcP6nL!&EUmKVcuCQTC>R_iv723ACon^r z{Xo`gzPr47ExRo4BVJ{qNy@D8XU==$TEmOU13Z0q9A7h{zYP?{+git&Uop0eV=iv* zPo3M*0$++Nkx6sl)#VvMn#)On3Bi>8vD#Z7gti63{gaqq3JJ5L&}B>e{+F#WkFDN| zE;?XgT7{x|E0)smDpvnGlBC9umX6my_d>|HE6(m@utVtd+yqtdn zxDT*VF?GqqEdmOA*BoSb)Pi+5rn(-P0~nd9bkLhWAT5|e!P7Kk|6ta9O8sd`WsRTl z%hD2wDfP zne|Amu(V{D_h^oc-N>}WjR~j_xY(4 zgCQ?EJE!1f!M(lY{*yOGql(4pV&jVtEtqI<*8wV`hyI-Ods^v2O6akk&M}yDwq(7& zPE*EPe7H;2(;n;+oDGf zy^;M?&vMKIw~E}J_Y*zp5YeM`=$W1+=XxD?`iR9%%$N*1cqz_+K>`c+-4?A6KR;uU zEZj2Fe4qCqe!n70+{s;eye-84Rqn^drHdyk>p-7dh&yXUTLuAS4enVm35qjH`VqdL z+v?+=3zw5+kN)nn!DA7U#hr1Bkp9Y5Aq2Xa4cytLkdGpCFFI#Bh3Pu1H_inal7!w> ziluu`CrV4ikYYQnbE)^@SKlX<;ex(2PauCl)DTm>YXQsF2}>O!ggnpg6zd7H=q^~>xf~{ zMV&bAV(XZSu-Z!0LR?(BTJu70Y?-G-N0RYzbfzoomkUpYIjPFRt5Jz8*wpPGHP0t` z(9XxjSmJ&X54C5|&lbbEllDP~@D^&Ch^QRg{sIK6^rI#SJs#Cz{Bh2L&Fd9Qn_x&* zwmG#|n9cr?b+YQ)+5{>F?Q@?X@F9q*OGv{UKAr=s&(YwXL!~`|t+szJG;y$}t~J?_ zefbn7&{p}OeIR)_$K8h3I9-7CtONQ4LA+&a0T+AL@OiLFaloo$AIZdafZ6sG=ap`t zs7Qm6wrqdS$rV9&P_*mh>_=CA?l9+FcoKItaLB4+YhkN$+{oy$GtOZEB39WGSF!Y4 zb3jh!vU!%~r?Td!QIGWfL-*tm0jH_4C~?O`stSSg@!54mrY2Eb7nVtIQiA7YuwuG_ z_`YICnmO-PB10Y|PF(SQZORFIq2{OaEg3dUbMAv-WLU3-gfqhEtm(}MXW>aAR#+lx zU5cJ?>{K*+XGpfLdDL>{)w?pL#0uALd*@pp*Lq%9lYCq+4l#I_QW zB&c)f#qixJ0+N{_@*Os-6J|fj+gEg>v|_+Y&1oUwPICTvmpe28OGMq&yLV9@G9r1! z_3948D;CK$a!3&*_shX&t>*V@TQ8>>o0xEX@*OW>UVYMo_OP~n61+d)qXy+%d}Xs@ zacaO)^-ir?db|~mZ)Ue#X19#+BXH81S|u#uaWrrX zzGuwwS48M4~0|u|CeUdP)f`00KMV)2_D8+XgH}ez=O0K}W0a)_6l5TH%y3B^^ zO&XB(YR~_`6_L|);Um11^$uQNDmp@idfLbXS+_1AQ}jyJ@Jzn_NjPEzzLot4#7YXN z&vP9I95DVV;6Azs1l)%ud{04cxEd@}Zy{Iqfp{M%&0`g44@F>!kXE&rJ^}gKgQ8YL zdkUw{qR+zb6i!ycIumj%h-IHv_R0wLl;#=6;!)w{JiR}dZLwuGM#O!oBxZ!m@#;(N zR{%Xs9d)Scl{M{2q+Y|T8J=M6z#sa^D2mhh+^0Kzx5pj%7jj)CRqkt~+}t^E_lww= zpebPaO0v2PuBRw2u(lu=%`0bf8;qAagYu>573npuOO&@whw*GX%X9NNIrpFhOEq;R?YZW0L!1(+n&p8P$A--Js21^p z^9LvC%f>9TBr{qJE)_a2-$|;Lhd}sd(Y64+Qu>b%fVV*7hSzD`!emQn}b?Gl=nZkw%=_Ay^(SVw(zriT3qtywOkz}td%XSv$bft zG5SgRXFFT=n#-yzg1`)5h1v76Dtp@2y_!&6V6)+w z1gqPA-tm3Ei`k`K>nX zCjp7`6H^{^37g?);&0h6xR!Ufvc^t>T{M^~TRv+@8Tc*T6%|tLAj49mX7 z%2ijbES-(L@T_|D;(lxXARTp&V{J9Znq#e&+c^21Yx=|&Td})ITd}E7k6F%zYKkBU z-XU?EqY5?M&i9DUT)Qq7@%=K%_x=h^&+HVkD2?}#65CvbK_52^qeYiE-Daz~LH;~1 zLAzNsyz&s`AFGR_bn}x;qF6G z{DG$)ZifB(P@(5iu)2oDlPxuM@m%#tLc>^Bkyvr`7_VabtxOz!Z(rnKuKJ3^he<4) zF4Bspigz1Fy}5SHhu`m)0?>J-b-?myc|l^_ks0^(=eM)Mw5^Pvd$+7c$hnN;bHk_0MKmk3 zz@hO;O|dHWin;#+?y8XC%1kc7xlc}NFx9;CLBRV`A3iV!bY(v@l+oINDy8AYYbQaH z!4=s1g+#6-tlkmW6%e8ITCu_o}&--j4qFb`?a)2pgUX+()MOB5X&IwPfqNVi@jh z618-nT_82qh8b5nu-bs1oQqfwf=~3>z)x`gfcX7XV2?N5SXT04hW19R6FfSdxEC;R zhIss;-CnE;bAgNPMIyrJyvp4*MMVI1X6T3OgEO$WN-4!4W+f)9fWMQBF`(;z{2}4Z zs3~lNYUx1$^Q(AuVcS{gBVfx^4m6C1o$e1Qw)C)IzPuB5(tv>rSRF*2xkSV`y064w zsGx%pYi{t#{v!CvgV=+JO_<8JuB5>XKh@Y4JEn?KgE#mA_`!gE%8OsAO zxMvl)S+^D5Ng3!zV{>IZ1Qt&v%$W02vzlD;=T!!y3~7@$A`J$4SY7TdLN!Y=uPv+o z0ogz0be=};i4KqB4Vj(f$9xCnnlh%>6O?PVf0k=>P5$SJ6oUKHYb1dV2y_uq<%c^xA6+Q%?A_HkZx0-!mHs5arGWVc-=b9p18Wrl` zNy#45l4>t=G=D+CKPpT?|BP=Y>upc@1P9yeLaR3~1QRsf1}K7P-)%8Yk-G;&8Y3Dj z+=Uc7rq_Al74M8MpcshX*k9D;#}4-m^^qa>&&YeoT^xwoEePSoCiz(8rEh<6V!5BB z^DIkm(<3ko%6j*jt5&Z>@GycTl(_43HdW>s|LXfRpg=>dwTv8b&hD7{Viv0J?8uf&oGa4wAKso zHQH$^XK5NHTc}pS4f5vPxV=$`(r{$4N{`kUH5YGQFI10inO|h;m&w+)7~~xN9ycUc z9a>t-#QNzRe^&>X!!lF=MI8lDaa^V-)nOR0o-}x-paiYIMB%z?g>U3A)ZZ8XvF4I_ zan8+Hs|s6|Eq-`+t?pH;L&j*^JULa0Llw)%#eQ!H&Q6PF z+|I{D+|%PJon@Y~@y~5tOhM7}qSzv7`p;ZvDp=C+J>ef~2utjkj>2Ot9d1V*%Jtrq zxx>9UF z8_bDF`l7IgIDLvPUJ114m3k>t zIK`_fm|>=`wi_Pm;F5FPN>I+AS}oI2U7*+>%;mGbr05BTvcOyKH*zK5Q&t;~cm0Kz z{=b_k`F}s<6ioxa;(4gxRfzi!YA2x{@#IIWcuCg}OS;;oK%XUtz(GO((vkzQ8;WZ=P%OR>T2NgskxC)&C^M9_)^3NC9h28luIWt*vJ-Q!5EsMMF) z_OnH}w`<9&NgrB`*sOaxQA?OOwM2&z_*ul03p1rZXlxkjnixIrQ@{ z96u%UciQMZ^lE>Up*4f(`hjwLD`<;Zx|iNY^r59U;rCjOs~Yk^(ORzkiz)C3@%!KY z`y>8a{L^lylt;Ii#a}`0$1r2>p0Q(pF^QH`2rL}Obs|g^U~-0-ca(gkF7Kw-<%ms zVjB__U`meI`L3`(@pvdC=^pDJ5HHeG*r`fxcqzT3ew#Z$<_koXAPLdN_ePEG@n-r$ ziyy~rcMhqP-;)V=*jAdVeB`UxVTt?xQ+LL3RM(=i-lHHI&%*7o%47B@>CA!GS>!iN zOQcD)dnMzki{4m?Y{=0{<{Wmwj%`6eO2hxj|1E%S@qs>Rs+tt+JlJtkSXZMMt!iFq z0qqKNdp4NKP~%O9{43#+NiuVPK)6)@D^lxInp}?a1_{t%Is|KCI0%8fb1>sSY2Bc@ z1COx#JmQDG@)@uD@1sFLnT8)W(C@4KNw9{Exg$>@;7vW#S_Wa`?*m%}Nv1y_N!vuf z&I_oxAH@(0hkC=Mzg1w>_F)vH)xsk>2E^~%Y?DLEJLo2}bK}%U-&*jdHGeoa8}%C`1tG^r(p$08$y=b;JAlN@C)f`ig0pJh;LUvWJB@V__FqzD zC#}6cIhxZfA!lVVchWEzM{Wv6DpNRR<+8wMZ%{MQWG>Um4}poc5Q7uFlGb}A0oWENJiaX7f9zo?FY z*ZKwauX}QfrkQ#Lzw#xAvPW0MX>=u`1TfZ6@2U~sDZtK_T!S0PZ@>s(C7}EBPX=y6 zOmoegcMDzsj$*36Wt7hm(W3mw@~Wp-A~I+XrzTG1X<3kTFszsow#YPOlqmkfu|jDN zL^XjFcJ_?pxUD-qxKNE!G+*xN!SS&D0Sm2Hf3oDYUg$oE+Mw312RNzxJ}~B)JyOjD zn)m>im%+BKS%2_cpuJ$x%y zauu8-Os>ZB)kB8S>*4ca7$^AWLFPYwUFciE?h(e)JsY{Ou;3O^YbSbD7xQsgzvId= zGpwzE)}C3=dVMh&DD4CMeR(^J*LZ5%euG6=w5%7DN9gH&Er z1k_Yc8hoz#1vf@-Om3XYI*)4<+r-|mK%>wB67zbd@oaXHilpB{L#bO!LRICMVm*MvR{+S?sN1xa`{-=Kgw5I4l2a(y`{$ zSm4wOibD^BCApt9izw(_01@OG;_>g_GXeGwCi2;9|2ym1(z8GfQEdRwD|NFcW27_hM<)NwHoc&7HJ4NX|~6}>-cK9Sg9BE}6K2M(W{dic zxEvE->o2_@1rDvmpnjl4xS{zcubs2ugz0F}_LBCW41Q(K4>PvJM68?by|-yL{j7WW zc2_abF!NE3F}-Xxg=&WhnXeHa3&YNJ@tY)c9fJ=a%!sNV9=v&PkXZU;YN3^DRfkui zR7=J*m~SXrqgnkZW>u*o%c$Na{e+U*&rwzwG4JnHglNvv;cRl(Z22BKkY$*tXz$_? zRZ*5xd{T$Ks|ch>oQ{cIIeB|nw@0;@Cn^IyiIwy78=ORsF5wve0kM&oT3P>jr_nvf zi8>#Sfa~a4i{afwUgdb79cHIzaa9)BxE@s?P-h)1EvHJ1pwU_XDWY^`{h)aEhYR}| zXu_p}BF~sBdWB;pUs|>bZ!f*;vH99`RIv@j7>Bj;Tsitb%2%Gt*~cw8-qD5)w0u|c z_th83Ko%tSrF*k*gn;X>U0i87u@LWFQ_Ctu1a@epd(&$PsvK8zN2FhhdK%`nW+Czd zDGni*Q7YqgZeS*raFLKK&e8!F?-FJx;ly~*#!nXxYet#7z%2S^?Cn>0D*IIg(;Vxi zZTb-zoz87|hN~FQWvdJ5fen<{;f>QZFJ!>sx+wMTZ_2j6Ln@6yQ>C{0E%G?}E7I`H zoc7C5jPvU+0vQDe_^Rf;hJ-7y18*(};Env}7{~wY{|h_~$af9&SXbNlR?rr~2_NrA z+>Y(0V!Mel-4`H(0!T-VL_KZuz*bZ+>#@h?f zbpf;TUsdA&<$Q8#Sd4+hPB-^gt%U~X+ z70SjYy>Osl(`@DSXfThDN|=pJ3>RhcdM{eBAFJ&*aM?dmXIKM31nyUNs1OCmJa9KX zb+ld9EdNa%mkgrfv8v!^%EX)py|pWx-$aJ>P^yOaYN~d!?8V`)d$U=3g(36S0;jgK zcx{L{eHaqZvkME0d|tiCG$NVwzWNUbEmr=V;7LZNB62(j(JLyJs0V{zypH5)jx%Bo zRfx*USqQub|gu5f^6+@H2(e@=bQ`4`(;uW2Zq8s$92 z8cIxU9@f-oxv-M4Ad*ur58b*uba9m+?PLnXR@R|^_VkjN%vs5zuy3tgI5REy>?ttQ z^rglTc}EF5*>^W@om)KzaZ}~493RVx(XpzZYHdkny=>V{xXCpV(W_>K)Hhv%Wl=?lzA?le%YC1)4eAXn)L6i5eTXNhGR&ag zy1Jr%hvGPf=*LhGz8|~ZaN;@4BUq;mnhpbj+#a{Slj7J)9s&bD_ku1%O9xB^j^S!3 zw9}gz=Ps@k{Q(*Jm7^F5yQvcwULQYM(q4#OU6c;}Mjbcg&d;}h5am#i$FTZfW`Wt; z&EwKrCSR?{iLr6uj_{)e07?AEI{W4KXedMNxl9gxw@LLzawcm6FvnzAPlMA(n_f6o zEA8R{&(I+BF-cF#yP%)$>1*tmqS1LwAPl%7S^5KizHDu1ktFaE(gY@9qe-V7ywFV; zNQonOHErVdm-qNF<@n@r}G=c}BR7_Z#3g|DF53)l&wN4^C-^I`n?>0P!ec>Bw`5$1 z-+T=2m+ED@NbRT4jpZXssW+@jTj+S7*bC_5ijV`6gv?o)^1g8(pam&Q18j%YGZRJ=sI$Atr{V+Ey+T)ng=fnV=S zdfdVV*x;8S%np`v=8#q7G}VuqB8`BRjrmvtgZO^Xmmq2K3d{qKd5Y~Y6&rkH`(eOQ zaaNSN@PmXpFyU2>S1AeD)V?kfvV&kPtRcJYq7CO-$Mo5$G4vIJgkQ~;QY6y|W8!@a za2tbM(PgP%)e@~rCKQf)4!^0?Q{{&Z9jc-jIdj{I@v6_fa%-y_W)~GAj|!g??R-}* zF^jvmZO92#duq`>r73x^@sw_?N%Uwi6}dgdJR%KX2R3{RFQ2kR;T^N$N^9ti?SJ~) z@EwM>L7u86@E_Q~vVM#@%?F_y8jpNWE4ubF+6OaNh3gPtq5U*Z_Iks7)FB&i91`&@ zZ7IL;{^WSoW_-&|8Uar<*YQTd9$zkvd>OnR%!0oTGL@Jsz+!O}C%z#3)Mt0dzB}IH zpcGn(+u9EofiIYy+dW!;#p=u-TTg~i(%@Vfq9`seYoa(X&@MT#O!I}8SI9H^+&`V+ zL1(js_QoJuN4t{e?X{3 z+6x+{-i3j(7=!*X?Hp0F#*`_)K4xJ&>Ny3=0#yT+#USeXbup%|gwkACK6&O9s;XZl zY3jCVOJ1}TquA&D(Ed?h9uE=tjk_I2XnUcBBL%|K4?1BE(AEpEE)W|ZI~^RUmRMTw ztAlO^zyY5ecjFewidR2+gO1idCRLMX0b>wbg|S@>2)>vHuo2t1P~s6 zMYG1{>HZ&YcW~!^7rOC6IcCR!?pl)DgP?B^yq0rpfmasr{KaAoBC;Hwn%~~E?zP>E>w1gayuN&jxThm)xH>4} z)G#XVwS8~LqZrg~-aIV%`=lXBl*XOX3dr15)t{!B|2}VOe(i3p52h2rVSeOc+lLy% zB;=mn8uE1t`*_scxSPvmGLiY-GY}}%{;zsh{-<=D!s5dO#CpIUfV}?!Nr=Y`BQzlc zzjj2_UZ`4+H6pf!Wi~%C&(!laX$TtzbTQ)Wo$WNyy4#&>!}#`u2)_UoE)d?^%Ie|< z?F^rL*&Z6-TAD%sga31`D2q2LNAB>$u;@|hEv~BPVLUj^gcB`Wi$?>p`iI-2!^IkU z4u~39>q&t+K0e_qti`iW`pZa1;WvjJh?DzYksocz2G-8sled2;$(&UOoa)hLiTvjk z{4W&NQt82K1e_X;iSF{BiQ?x^jojF)ez;vVPjj3Ns8$-I);qP_S>0n!P&`<(u%*PG zbwX~DjUn16`_;7Cp2#amd;90YG|tC}359_$`O1E`XuS{8n@43vn%}s> zRzpqGBQ%H7fJzNSpYX+xMa_zuKe;NMpmp1wVOtiWnNOjKMwhu+Jn3`12o)Nzy(8a$ z7!{UPf+0D04Ya~9TXKK8=j~B4hivv{In+#jgF!cCGJmJoq^>s49v#`a2J{IlZ=!mB za1)5fM;qNp!i~lS>1LNTLbyA_KMIERX{25i8xTR4$?KMfm@~%{CC}+!U-Bx)Qq?gT z6byW-Mp)|f%vE8u-10>@4#u zW7t?OV9|=5uw@p(6@z8!?bXwDzDQw@`G`_*(F{M7o>o+QSeirIzSh`$CJ?1HQe^76 z9rf18AW~eUS_i7cV}Hnr9OnljR&bOf9AOTf1hyqWazQ=4Y)b1b{Ll(StkUds%!FS< z|CqM)E_e^}M_;sA8Q-nF9bEgWSeF&KAA5paDQ}_M7{mvOUtY91T+v^M1W2dc%K$IaAMEy`D|l==B@pBJULh_P5=VcD}#|>wM|AEjLpx7_d_m zy_{krH`s$|n3WuHaydTeDLw`lF<9_yMb(9JdxKOY^cg}kct<6;ZH3Pm&yquiXnJ?X z`#Pqr7O|I@*)k#lLqUh{RvwLo1RSBwTNobu%$|+D%=@ttYY1NKg(a;3N&13Jb!LE^ zk%n~^^@tL)$L0g$c*zrpa(*Dv2>_EpV*M*yd5iH4l5a=Z5HG+OIV$ zN5wr%ek-&ySkocU+{+T}+Tglzf1wh@D?f8#EdTOvhA5$Wqgi(~ddr1>SB)BVHt0ctdR^$0YYNc_y{&9WJRUpk>BzxX5WuJ6 zl}iIQ$8UO)ZD3TCS1qqMp$d1P20kiJ{ihMLQ<8qd^VThU1tO|wdQivNUf5Lt=?q>{ zVb{TR{|UG=Kj@LBExRa&PONZ}OeoDm7r$j;+UsLZZF27PoQI*X#VVLN+l2y7bJEVU zheud{iI(U9L>#8plYE7IbLU2qnmgro$ZvT{l5geWKsHw=U2xIT7CQdo#t}Ukmgs6X zFNv5?z=#>97o1Zyfq9@4mUWhp=$fFJrPyca7GZ-Cr54+s$4lLaw+*KTKMTx9o0wX~ zDuX3L7>ad?$E`iV2(}LUu9`)LCCwFrvuu@fIs@Oy>+KzdRoh-UCB6h$9w7MIiIcINZ<}ijkd?hvp_S%4SCxTyHk7{h&KQre+ryL1 zoq)f%hvQC>rm;Si;X^+%ET)>ave$*_mI=b5hmx~TsI4cKCvvrk8+MvS@Mblm9+F+S z!lbMxPMOndIIS=| zOR?8_eDhrucqA~!)7W(kkeTtipg4*Xbe`lq8?W>q5UJ|gcd+fAedgnglZdv$l_98U zpRvA|2@S;xqBZX}JEq+bU;V@79Z&d8@7sf_0F8287>=pAbGEw!6eBZuYlnao`G53e zkk=j+bD?X^zy}-1l7%}9HngpwxB6vLfx-#iCd)qP`upjY^|NoP9l!%<6{;9es&Zx4 z7IEv24%cQkO0Qk%$4aY|ukRZxh~S3Yu&|g`oKdbKEkJV7j@7Rg_igrK#`)gcH5LQV z-=)87q40Q%I-GF(ByQR=sC?F)e5vq8)=9Xx*~FINMyu|mx5^Z;)?o#MzKB^8%m*x@ z$3igMdG&w zOJwjD9iA*JKF9dyrrkT5nmW@p6=Te#pPWAvX&-gt{%3tbs=E_7z5`OHto|<@vLu8r z6AhND8&i6yns_5-R2w!EA^rbK-~Q7a>;LR`{;M49N3K~vpRD$la_-umDy{MW8%?V| za*ZPA!1q);C0P}v@~$NOh#;&nT%iS|VHUw1eZ@vQ1hG>Tx4MzDbm(867AgdqOJf>$ z;d`Ygfq1%R=jsEFYzpk$-NIoLlBbBSddmUJ%L=BZ*M#4uf_w+T~qU zPydX?lFBMQ)@459AEs&E=gt(p*~qa5ZR?uBz=)5K4B?q?t!rw_(TsgO(n(Z$02Zlc zgY7vj(a7ez`Sp%>-W`3EM?7J7YYfaCG_B)azvV?fd%hYs zSL+awC6<%d@Gf3H@_DfH10n;^c$T&7#?pwdnMWnRd%T(Im8$)a3F;oAQU6*<()x7rk+<@7mQWKb5Fdo~fRqaJN@@o#O+ zA=b))R=VCU_7AOe?&>pb=beUXM5IIGA>uyKu_>U6rCs|aPXGH6;3)t=!vOa=Of)zh_a7`-p=2sT(mP0Oo}E%lZ1Z155j0;n+W&uNMQhF(%OcPN2ys%HQxq_*`BL z;ek`y#&s(+xoGl)ylJCaNEVl7-PH7*=xVGS} zYSwfNG!4wT3&*TQi`AIpePcevq@uHOmMccB&at_^$Lt{Mrj*qA+wAT9<5n?}g2{`_ z)b2NGPf6O`C}>=JfN7pFwB1<7!UolNQAqf93qS7bIj`8^9{4ZUbYrET4iKF;bKIcg z-};J=Q4yzcS(tIaw_d{fDWh-c9{jg)`rj~~M1T-t{l<`^jV`>@YP6sPlupxUj8wDD*3Ueh_BdwW~)?styxDGdE$*l zT*lHw3bv8G)iPDFcZ`E+*8-c=gi_foC2CR!w`J+}4q7QE@B_a0fj*4h;|bKQ4q5Hq zSaC&OzGJH5wYdo##nRNgw~>~4=qlcOHfBaawFP*Tc-D@^zE%o;LE_tYsMs6qXsH?@kdc=gwQ-A?%k(Ew! zeZGMi9B3KkzV+_86ek0%H(f(}T2bN~hjy*u<(LeaiOTz%o+7IJdf%ndKu+5R@k36V z1&nl)w1C>S>LTWcl6g%&fMV`=Jv#oSIIV`cVhzUYTF5`g>o?EF>nh+we~#Dl&&KOh zk-va1o&T+057zNeO9Zl@m$Wy6g7hYjA`W1kY{kI31i}0FeEfdwzppvsA76rW0KKT;s|!9Z~QEj%im@ z`jl8FMgE-GK39+_1x672Lxdb4>i$wK_sMas`MAHh7JrdFY|?ICo1j|68yG*cxg{uE zzK10W2!`?lyISlP{f$n<>=DtTB1R%DN2-$kn;R(GoNt)y;|=!ar5mvALD&w)^$jnD zIid2jBB5isrPEP*(?OtUn+9Mm>>8W|d>uIr_UYA;!lE}CASjz2ZJ*KpiMpb{hb zHa^BC4eUu$7?n3|#vg18^t2>q)|ejI`G08n%1TquG1&|gz?^WnL#j=V9JK7~sCnWx zyJCr%&bcwAA`=QH*q&GpQDhw&X}ch40}ljFSbwQACcv5o}XR>o9mFH>>^50`p&<8xF1cx=onk#&G0D1#Dk4 z<{v1^9}Y1)UJw5Qx9a^sEt>p_NoNqoKM&5#b{fF_{@w8A3=8?o{^Tbz^5@YH%bPP~ zd%u4+@i5f5Qk3OzU&bz5M-VE}f@#-5ooU(seH*Sl zZRFhR-WXfu{myPSw&Jo691_h)U+Q|dfd#HZ{?A{g{GWdmFP=YiAnI_+7;mCnS#dGk zB`+|})v_RQi|Y-*&RtSlVeQbjs4>*29^mSk?|^nNSsobao*~}Xm(XRXg+VQ0jao+s!m}dJ5|=cce%@=(;;a}EzsiN(fdajFHE>?Ln|!cpo>STXN`r8xora*RB6)LR8=+W(^_`ng{X^|xp}lI6kD z)0lS4vC!GpAeXPl{a)AmIW%3lJozgoCOj9R+Z}>HPhQnOCVkXwe}<2k>cZi?!4Ch? zk%y|BV$6KRq@x7!OXU?y&-j&2XRX?xYC6&??OnE8{|9yN9oE#={rd(1Q9+OD<7LM{;<|S!$RPUsMt#3+;9IIPZ<2S zcYqa+g2Nc+pC5rn|Ac%4h^+IMi-8fsP%9P-TGp(x(to!TGYqHvHlpB301IshsLG{T z&f~z{0a!bIkt%@qA?-n621j36HP48KcOMfWLDlQGHOAu72+|_WEwM@9s{Z4Ysnb7^ zEVAtT62%!{%b)JgSa*7yod5gBS!$TQISgHafmFSr0dz0_h_YhbBsQv4KDQK#W$W zSc>aYHc;m|Y)d29?8{SY{^#Te5dM3qI;$ys~roZ>yFz4G;a8A&NB&1}I~)1CE-^))J73f9Bsq&($i!fV50 zyPd9#V{q7Y#j@pQnpSKq?qONho7->FBTZ=ygCPzj)d8v(0N=)5UPnl;$Vw!^dU;9F z$QUCJ8~j_R!fB!xcBq6ZE3%2lZioc8ZYzOG0+#@8^dA(@2aQ%Y~US6EtfeX^Y5K(xn zsbI~HB)o0-QUs^S0j8}rsL1pfvB#dvBuW=PfeVO7duo8$;_dXVX3l8_zj%OJbe^gs2bSrro03UlTajb59vHp5XzMv7!H3MgCk(N*b0xds;c; zFxY>=JvTr<`^Vnh=^tExg$0hylhKXZGjdhp)DvuutEIzLN|wavm3H%o-si$(>Fp41 zl@Z_ZFh;;lJnz8Oero(~F_sQq?Zx&LLLEVbd4hDQT(`5?$xgEa1|({0BMR5pZOC|f zTyp3G9W@I!HG76`7|dQvQJd%^IBg4a2d#wA1*r2+2n76kgj9d&!4aqb9|S!8b)r%g z?d{bne?E51o``g&CQMFW6&U4gjejs}P&%BYSzi{gH5#YU)Au-PkkJy7l}(1Ubaf4D zQ(KhTV_e=xST615gEEGJ7}J3TZ4~QOIWd)zK*}eYGAhYcg^PKu7 z(B}4LIbe87H{^|Rz`4lUXxT;$Dw1fq8HixF@oLHr*IL7mD-o^m9VHR@pAf_RA}rNV z0OPE8(Jo*9HmB4vJ>(So!#m0>n_?c!U`ZmBy# zUHuE>mD^E`C;Kht_?78Z20=H!CmXjVTyo-Jlv)Unri)WIC7||#iUpM{C>gN8PkCq?g~N@-%$JM6NJI9nu)i9@NEW$ya~O@y9iR@}%I@q7yU$nbU@9WQ3TlGb zXnT+#<+3mLJm*39V9w&VwV#aH4wS??FW`7NC!pX;F>ml+XyA0WOd2+_r z;`nbHyO!KvCSTb6Z1-*%lD7X<>e<|+fkw%|-E=n_yDew-5IWneiU%qeYD{Em0u56Q zi}9D%LzRhKFLu#fWNYGepf%`>WWq20L^=>2NN~+FIIfBe@2VdN30P|q=(6=KHQaCL z=QT@R>fwIjwqWL$P?bNu=5UnID>-1BTEc0;F%i>AmY{2O^R>o=aJ}4#$C8f#V#~1R zwSo<=<0Coc?N6p{%;Zrk5=0Z~$c1X6H+;HYl#fswv9+DC_0u&RByQhBp9w=W~Q&t!Ky&E~@NK%|$l4}?5f|-f&v2Ulso9x#k4V&Y< z)JYb&fAQf`hb$laNO9cQRfojK1(lIpMh;JOm}r}f%VkCMU1{FjeNChGbk()mPscX; zGoS~gFz8iX4K6WGBRJzIPQNcD+I6`jOr*b=ewdH@zJ6Ehg$z+S5xl8NUAs$eK2n!+ z`6e?)%j<5xKTxrjbT_axrv{|NCcgm!GPQ)XoHdW~BGU}Zm?_w;x44@D1SOXuw}ZAG zN2IuN?wEuc$E>yyWot49%Dg=ZE5WuEYP0TbV%Z%&?J*wVhJZ?R0Z68_)p2*l;86u) z=U;|(u%=gV-{<98S{G{G?0i!TY$BN9633cf7Z>aNiz}<&8@=YvbyKxQZWjK!9-b&vZ5=H` zVHY(-bxDBh^TLeQ`P`!ry}m8GGIU6dRh5xEd(alebmzC|iJ&ApSMojzvXKEkfgp^G zyG4$bOB5{w`vcxl@~8K|SrpPULVr-JiV6+4N_>-ax3hP&x1;LV)#WZ|6H2>&pJ?qI z@2$m}X?c^OPk7OOnoMg ztSJo*ohx*+x63$sGe=wW{YFiks8I8HqmWKv*NJP~3%l*B<5YM<(`%O#^b;pRK1o=8 ziMZ->`vd$5K-jLgG=CmGcW&uTh0M)BwNMlCD7}=3)S6^bJR3XjF2y1UO9xp@51H6& zb)oDx&h${(?J^Kd+g!PBqaR6@xY2gZRIit^C{B-%xVTvNwfk$W8hf{ON9pyo*FK*a zbFPmN<{i~E6KM?_p%Ay6QKRHHbeXPK8dJ2nw%1w{d7s5=;dVq-h&=d;(V5F;Q!hJc zwOE7p4+Mi==R(J?C&?MvfIafD*N$Lh?5#@}^Y(WQO&L*cZikF(`*WWPUrNo<+V+Ie zPbN-D6*QUHU91}Gm&1#HJK0oJ+&KTy9KT+N$<;|q)8sn0Uv$-S%46pj@lS6Imc@?D zPuuVf)h&j7(4vqmmV9zkjro<*4f$od6|N{vKCH3ckIh*BQhgaOSGWfU%B`T@JigNv zT0<6K7x}7fy~n-+z3f?elO{q;FQz?)Q@iiV_46gb`X2-N%cYHOt zBIGl;XKpKn(ks3f!S=9kF*Z0-WaVlivqLq-ydei&b5-*ACaJA!Mtl?20 z?%@>ytQY4lY^neR;uLVsw&g60&Ph=ld+fF>4cGt(++=*0;NtSMIjj=bkmRhvy3xnZl zSA~)hnHGm0uU+G!wIe7dfQTvjWedeLH)VtCG~pp$s13t0g4B3`?Q9)V^9^k2l4)cU zEjL-xXXc!JL+WrLOg5^Dc^g!B4+vw&*<=Cr!J#{tC zG)zZC&FdU_stS@~8*jdz%H&Xx7jH_*k+38~iPxUUIqXR&jU(5WoL*HWh- zl>5=PZBfPwEUBfi^LD;Xc4F@*(f5HCv_w_`rf!YbDM)3!k#yUxK~DMfifacwy6+4J zlGg;YOZoFka#c#dmn#SKc=%*9FDL_+v>r|H%*gDIFYYIMWb9zWn?iTY-PBbtJ?gMW z>z3@vB{`xHnuO$fzKe=q#??#x%R*?kOcLfspcbxE?sz_r@VKISshxs!ebD6`sRP~?Y~!%c8AEj(1|5Tm9=1*C_RQLrqX1q8Zoi3f_uVVa$Ec6- zo`vgIFZ)TqpA&V|k9jgMTUAz4?RGD#vWkC6;zj_R<(z*29+Ycg{?#hmS5EVODil$a|b(`TU&K@c-)JYYm~VOGVi*0j%92{N0Hj(Mhc zGfpy3$VH3R-FXSJsvFa!@R5F;h0frS;s=&(8*u-)?X0dMW$s8Tb{jjVt(#KC(GhUS zxG?;KmX@BKxY=NPI}1L70-F}P$PeCv*9IHHpz#abg6Xk~vWqh2i6+4X=cPYeGfD=i zMLZO>*kASt&(1d=5#t%Y`<;WZJjIi$==qO05YYGA99~2Rprp^tIIkzidIJph;lUW$ z8#{uiyJOy&<)2KY&!n(GPEw{AyEFskM&vv#&UIDXPuI)P`A}H$9Mk9si<4nwVy?iDDF=wnfwdA}SOt8GVk3Xt=gju5O$3{Y;`~ zkhA%6^0GF+JvM!UI>LFqrFq8JZ8Iv|*GE(=c=tP{Ta0?&jan-kMcwrz?(yF0H%?tm zm?!v^OwZMgePw56mJ@}-ON;a@6TS^_B5V*&SRvxJVO=|}q>0BaF_q7}C6aOPwoW`4tCKO5%U`MgJ8e8UlXXs{K3Ho-R z`ywJycX3JLnyq^M*7>Q2+arY@%0y}Xdek6u+RsTF+J9$Orc2MGa#^}D?becVTfvjW zO2-B^u85isOQjeUuepnoP04&we6k1|-c=J{*0~DoJZrFk;LGjK13F-zq>!GkE$M7$ zUOc6bEi_a#-D!5;o3YpXSXyW$qdd}*UmA=X7nahIXhvaXm zq}`zSTtlcq$NT|u=TkRz7kMv1?pI+se1aRpz$Yp!2%5Sj@E z1`m(ZYY!!Xf7uqU)85gJIj+LRjz_R~$GE~PalrVy@ZgRhod|=Fmdwn080;scDGn_0 z?j$=?V@(gjX+@AB4kqE5$r(E{7a-H1@MT!@$_)60rCD!A^OIx~T_gXlhsy`{LkxF9 z9u3%TZupM!EyO4gC72u^5aK(`kjgXE7AYc|k35?b3SgICWv;HRp|m^Q?;Z@NSa6`{ z(lq2*i9bZUuVsWT`H0#E&)OhUC@oLIqYRn-9w&S8dxoUls(7aCdl)P>oO#UoV*QkK9 zJDSf1UH^ks*q8y+N94@cbs1-n!fWpy&ZMwGy z)=OZQuSN%TMBe=xci|WZMAxtV38Ep_qOBw|gV&aXpA1$wl+%fyEZ$28j@>U~}`tk8P$yoQ9{xcut)`uK@5 zA)4LZ%8W{M$o=FncLgZJ{?aION`EoKyau3wm4;y-zTf=>|L#LO?MGX3dbNDis*`kV z?kip2gh4ntDo~eED2e1!apk%*yIjagHHlV&;7wIc65*u7Jh6K?q;X4k#pkC?&qBlQ zE$j|p)il+;851!*p-L_B(U_)d!HMSOBWVGntY>cMER&Yoyj!R2!#L&cJ|88;*0iY~Tj|amoL!#Cs<=B(>GX8V2)I8` zn;1R*^!?lZwJV^xxhhHXP&>Yb9{}du2@$n%lzLs?iQbLsFe%eS5>1N&qb7QquecjS zwi`v79nXuaYR#XL72C)fO|@O^neIG;2fZicbCyS(;f+GL?4rVUb@f7MZd=;}D8e1X zaBF0#q7P~8X;SV{n8TqEKZ-NYn3#c}tL$Qy<_qmZ9XaBI_~bi9FSmdTOFm5c0DEPo zu}bAeoFX+ho(sgmi*}~(6s1q@7W1?&QDGphsx){NX@wA*TM^e`*3NJx&8_kKOkm<8 zvGyRluwu?CM2$e~XMiUaN({JuCU<%J4A*genPUGsKcP)-VN#exj!Ta_Mb_)Pqx0nNLZv#TXu_35u&SamdTyX?&}rb}LYxsztVxxI>77a} z3a=O97wU`%RZ>c?VzqT%6*0aSh0P@zwcg+;d>%O#!ENS#n}GC1YEY~3rnV;T-p~?C zgx$*Ge7F^s*+A(QB0edU;Hs)<2c&Z$`Ne&%9&w^96+PakoP)e8PBnnJ_N6?|_41+I z3ldKf$1gguRV;Y(a-=B5bNILO_1qGhRSE;M+o_@qrbgww9De8=Z!&gOzEN|Ch<76l z_aGH)gY2=fvp2bpoP_(?IOdLDwfdreE5de4qho74ChYTB;F%QM1stwC0h(yq0_MDk z2!(l-@$e|vnpz}0Ji^`ja`D}KwA_MmBx!o^91==7J-Xt}U9EFNrz}5>x?IcW<2gOE z5e_Er*bmMeS`RC?mx>R*mo*tXR}0HA;W^kmGwpP~AV4x-cpkJ!_vaKrhhIt+9eG?d z8uJ{NUk@r1M1l%dIjCTTzCy;^6DrQgz++1jT$?XG-M8LHaHCeADILk&`|f(ZGe9-f z@PJUB1SgtqnDu1 z-_DuPM<6Wa?5SK@WBW^ z%)B1k??TD%;6S(qT}~Lzgs}NTAZH;|zoei4t0WJnvWH)f*JsX&UgV&{i%QQ!W*#`? z*s(n<$aMJ$5zO?|P2%V(*NL0h>7#4|n$MooK3y}*bw?C&M6~3}6evU^SI!`kFf{G& z5=q2%7}61%UQ2N?4Jr8V?h)M>X&6oqRF9sLu*+qM!)7r$H}oEVg;)-2=A-l1iTw^A z`D-=5w?3Sg9)u7|(Y5+$-V7af3y ze?&T$)rNL*UNlc|9TRKKf<3%P+4=UaBb#w7kuZEa+U@d`YG=~+y}3(%jf}$H&r9ZibjO7v9A_ta zl*$|KES_i9#P4LL$PBj!UQ*u>Cjbi0PA{oiURiny{uRy4gM?pNpdfXh+#@iq%y;n+ zOELV4K&a5AY15U+apfB2IS!uLJWi;Sf*5PNDT$-DP;0Gn=vBXm0bz6!Nqo$k2dQ!4;GpAfS`wwDHDwhjM7r+| z^!6+@*V65CV@mp!EcmJ2+Jj}f7oUia@JA_d6m!^qk2Dr*cEJ1GTgd(pfZEF#ZVRY{ zOm9S#njI!9y>DO`ohy(}wcuI3WWl}qL)5=Iy@~kVBTs1>yB9J>f(SNN{F_R|D-Nrl zR=cyty`qVBZ-%MiU0c3;Zh_t$~eijq|#Kr=Ev z`sTWHsKjiDDBJMlw|4Hwg;g){B5A&nb$pC@6ap)G^-{+8nWH@=m*kb`{Nx8L$ucT^ z!vH-S#o}Lfhxh32)yL&%jvAgu+9&5iD0D5Z6*_om4~bn8op< z6(G;t{E}p(>2ZT(Ysfmi%~GI{J$kL5&F>;!U^6-a+Mvb!hO61Wge*BEj5f3_ryges zA`&sNzEuX~+j9-1Tr+gn%y7qrc~w6lG!_F>7R8e={DYc11lvB`ib4?!@C&H)LnTRK z=DhsWO}iXpS>bKfyR@;~Wh4(pj~e$rwQLE?Z$w!1Pl`*+Hor+$ zsR{1OQ{ZzlX04QK(aoR-Q@%a}n>wbDTeJHbXWR40$FJ6dUwpa2qbz|xi7}=G#kDX| zH{r(UVm4jZTD8lFJK^&PHhEX-ruHxzizLq+P5jQQSn_t^@wppE-y^v_668&`nd2`c z_^xc4k5UvoeE8MA&n%+n)NrMS?4o(K@e}K^8to^mi|yrHyDW#$$>puR%uhdt-+VkT z6&G)H?!8C_G3_F>s`tlFNGa+R(d+i|PO9#=2_4DIv0KQ`DtC>z0xmdYtdL!I*;J_f z5%OLs?C7W}i(q|KQwK zL;Y%xA$eJ3`+}Qu&|dD{Njm)-r1EB=mnO(Z_=>@z`wc9*s73d?W%=6rbN2<+(fuDx z6+Oa<7zQK3Jpfr=UEwE(3}?>?rDV&V3Js+?FnIRWx?i07YuKkc-Tn(;M|0;<(iao@ zh9|Fd29DGus>;jC6Canm*<5NpQ-W=N&=GN@(V+{aksg@l4=2M&Dm++|QWS$2%Gc4)092;xw>jsqlUB`3*^Fr)1esiw#8r{;|5mr z$qTM)vdg(x$74-rKE1l00=BXwnG&UKO&J5wj}myte@^T+>f0WTe9W=t=JWNqi|~&^ zGPtU9(a@Yt%<7nQWBKlI#~l2`C$}Y+eHncb0>Kkxqy67|t|(OEcA!$H=(t zOpu{Ji8F=V5v#nwwHkhh6a1WO0!8lbnZVfSHfo34;j0Jb7Qm(3f3;SD(cik%8C&Bmw%1u$#6g7tQ;7@3v=uDZ0D<0xbdQK-7u}nYjvXSpj33*1=l# z)O8w8`-cUzFx{rrCSn(N@ zF061*NQfjT?iqpC1v+omS8q=1Cx(^c67_NC`l z(s~71Z|_Wy>E+=6$bSp8Eo~q9$)$Z%<;GMFA#g-)p?(I_zvXq7u_KOq?NRRe**blyJ^;@%)-Ag>@9~3^! zclrF{*bF>Rzvcy$lx-38w^_`3k$!P!DMKNiMGZy14JBdsnt@i6y);U6w8?efv8ifASCkYRvT7Aip zreJJidOP0QX47%uc9*-(df7hY@T*n7IKY1=iJ{DIm6rz4_)-EZpqhu$vbV&q;l&dD z`1m!$qEE_{N;4`?yUNoPAFD=f%Irvw=#D<^-VS|B;8E zcF$ZJ_HPY#UKEwT(YmZpI8;DW9s|>BE*bB=Ds$JSKQ`bTRM{$VNZ$M@bBJ~$zbo5~ z%FpQRVl2^uRkn;Ala@3|D0cy=1a&M2CqvgtGy6`rH3~x=+Nngc;zF)3Wt9b!qDQ$q z<^&l%YP@>xS4iKU^Xvya5HVL7On-ZnVvg~qAr009KFLyvs0KBQoDQP~b_BBjn^=@zi6u6sM#H{9KjS~w8O!G={Guz%*a*#etW=-ORuw=!j z7Gat_+I(KFaC1qA9JkaDarcsyRt8-h6kxP(eaXmRR z*-`hc@>#Fg524!zmiNb!6qwAPl%vaE-z7ckj-zIoP`3aVx2W=(T-F$3){!NFiEhfH z;^X}KFp@Qul&hBH_O|+!%r_sU2xx5FE+TVvvK&b9xr~UIDa1Re>ApHq9=Xa?4a6%Y zD*4K5#D3Hs_1*~m8iGG~t@K)i8q7(Vkl2gz2{ODx*pv2#JVm#4abZ8Xq2whZ2fEUI zzKbIPPP&86l>>&6BHedfwb#*ah^B(;| z9F2I##)keIqMJG*qU}Ms<>gTTM9PI2U+@Tj07wm~B%LXw zD(t!=FALtWFO5xX#s*5cXE!=Iu#3=f(3gv7$1wS~;mC zf;N01c=Uz-XQK#To1c+ktBw`@K@+MT&%pR;2sP$qr&v-|7seldJ}Nv*8pKVlr}j5o z`(zi)uOJ5F1;!K#c4gD_Cj|{3(Csr7ud%rTlRiE=XQE>N!jBQ1aSt2TX|BF#%CK)0 z&6fuLUY~wUg=BrTrv{PS1-*OivBpFmGd|g(S_InzF)BJoO5y`u0V8tA&`x6A_SZc} z<8+eA`Jd+i9sfdtOQKok7_lxb!TmF`;&S-A1x1$}3(O6jciXX=6{Ehn&#$x6F&`A# zw)a%c@pz|V!@H=0q7J{EM$QCVHr&wU$U>P<5YZ%T)L|e(^r2Ck>b55u72F z`2MTamI3}3UPqA!?J6Z0P^4Y)s+4IhAhiIyuZx;f4(LV z&}?_L{n7T|*+}2X&_$uunYXKlW)#^c<)ZYSnh5p!PvIxmX*Z+XW$4xW2&==*Z&rr3 zvJt6$8@4IWxK-dgqH@(BT>*1fbY1&eCW4v9QQAp- z!*kz098)A~tysZ&aKtNzkEZXV+dP6xb$Z^K74}xyCx$1HKsS?~yclE7M9ZBrApa)Q zM0BwIDRsPA^&g7B{=dothZm`Uc&rDvi2Ef7>;m5^kMnVa|84>P_v;GQj8S!*>mlb3 zsT-Vg=^1cS`j=*u_kXv3^#5B5%m4M`Nw21zxacR#RgAl1@CuU;gsX2)x^avP*S2vQ zNAC_`A}JO$)d0d@^$Wt!HaRmWGGrwkVt6fo|8`+N?BNH)f}pn(Nu#j++tZN-|~jKNOZXD-M=G2q=F3kFIr@zrO`rN!Fydg57%2 z@@gN84YBt?JGLA7e|!rQ^zVoN$Jrp>R#(JtDP8rtb|o&t?6>R|Ty4ik;2M%9`}-09 zaRR!7DjRFRCA}qJwSzK(F=+go%GCUC@BWW8r)e|hJZ4i$xRwl0QDYrpyZ6=z;jeU^ z_fOU4{!Z$u2lrr#3PtOmgh*kEHbv2x;O#LP8`A?T8_Bxh(iB> zXIZJ}GDnvP$lWqAy=eaR>*R+%^!!bPRGyB);k`?Y(!%g0-L?Cc1=Tj7o!@(sXYDN6 z>XYZxhk^I5*MUZqLw1`Nn07GWTAWAl5U& zEIvR~H=%N%|CDiGE2@LYf`$k{#;>JxY&aDt4CP75kHG8b41UB|!S~oEfCOP4^oXc{ z441zGXc!Q^SR521Wr;1-2*KL;%8DA>fk>ZmJcJSR5~e4${}h^a@9%O*_W!Ox6OlQ* z!HCn{gl^u+KksG1GEo(Tw);c8HQ2B`cB-HFj$s~~#$Kp^9v=OKY*WF%C?G)hem;;% zz$1P_$n_tWeCmjlDbC7>GXQd*av&xDL+%5g{ks}8<8P<3mh=C|Klms&H>t=K@B+Oh4H5ZKOoY1lY^XV_Pd%l}^Xt{BSlZ;dJCOEXF|Jj!T%L>;~^{yYJZv6q#f1 z@ut2))`!cNi^p}PnF6@{Rn)J_L{El%(-&buhdN{ffM?2>K-^0M*kuWzC^K4sr*wQU zjLRG>x>Kkhy%OfZhD2f!-x!{B=%Tazjx`c8E)`f|smE5PEe5<2z8^JI1A4+}`bQO2 z&F9W{TGGox$@8p~FUG9ktjOlx96@{H|Dl>>bH9a|j*2hNDbG2*aA^*vPFD`P-!K4~ zzrE8fQvrHROyIvzviE=cJp4eTc?w8;;Yw$h1Uw{bS zzr5zFk-Aobvupbkd;32!ihkdQfVeAS%V6Qu_2>V^Z#_T6m)p|D3%?Vw{TM^GsQS&k zu;L+FC2>;#-h>@I0WN`qe6>l9&$b4$S=e32w)dxQW#VT&1JD{$GxVg(`)xk(}_4++bimd94Y#ZpewYa=vNM=j+8Gd`6k=p z?Q%@HW_|{da$;L7I;}m+pa*}te2jB0(r{WgDA8^uXXNLeRs)dzQ%KAIoTTzxA;(;G zg&Rw#9AzkX@_u(=Ji`1gyu?JelUokW+e#=Fh{3Ywrl%{bj^rYQN_@-LOHZ|c&QVQn zmJXg#oQx+I|DhaYb7uipiueC@0pve~iPBSSgX*7b@EV_LU-h|w^?u5pR$r|vEc3ql zl|Mr^(hymC>~hc}S6Lg=_4be$=U~17r1u63oK{M|Wn?tX38k#2KPDDs+ivOsbw)U7 z=lr__lZsFo__F%kF+bHjN*u&DH}SJFw?Lh&{=O@8UXfEMg*_1&Ph8R}=gWcE5RPo)3+Dk|m^ zrmuKQ6ne_%xv1G)Xww{JFT&zv;tV?1PS^@l+$zdLSZAvr?D2tSw?7h2Ze&EV6)n8s zJ~R&6g0x~=KdirA8c}k?@dTK!fhL{5_C1`wWqb!YWF#JmT#62vlPFOJoR9dYt<>r`$OXX^lw+fA*ro zIK2q$*}|_`?T*(|RAahq`|liUBB?c~*m5+kfj)@IPVpI3xqR@I%*I%X;8hd;cx8-}tE3Au;Q^9e_J zIaT_@2bGbj{%sDF8&&=~|y5C|? zyZ9Eg7eMVi?% zcEMgRunpbh6SnG&)ip_)_a-|fDQd{q@sI7kr?gI)etJ=DXJ4Ld-}>GxHRTcCCmuCuQS0m{68wb3`zWE=6d(raB@Gp+wl{p; zmC)=m2eEsAd)ZD@Q~sNX{M7c}puW;|&cmV`5~n;NdCGn zhOJfDQr2MHsA&dSQl7%zvy^q2sDjo*+qAbH-18^O1Ss=z3V7$mY;4@kG+g5=!GO6r zo{d4TB2AF%1pkri;Om9+ge2;j^)_i9_=S0Dd^^g|l`|qsn z7@h<>9codq`G(EciunGmWgZ&{dX4+BMMChx0W$+|E-4NvQoToN@lQ)wNK8V3BSFe6%xU0M`Wgbay zQ(TsyN93)$`D|{coJ%Ao&%nSkGRh(WU_oOt`SFs@lj4Lo{C#gi{_#M02%h|A?C4*7nkAR8i+L~u> zTV@>Xl0tM#VSOl%PH%diV04E&$8_Jd+|-MY*_k#IV&gGhx^LzgcTo2lz|Wh97`Kdz z*FMjxiCh0+{vZ9Wzg9I> z#>GHWK0a*T$#{l&kpFj=2^Fau*U!j(rk6`4EEu1Zdfi}BV!*xdLv|$v7HqXzw8%dO zzwp2vO_rr!QXJ62Q5;%~?(slEWS(Vnq;d+rzitEGTI z4g7;QGQ;&nd3ni`=`RmJxT)U1ImQkZQZ)T=9ICX6^IE}|J{7>9K1#}ZkI%2c_xpj1 z&0o2d|5X+JukI}cSk29}H#Rfvm5GbW!elT=0esFXZytdtUhYo>9m>fT2aKx;$nM!i zChQ=51cM$})IjlSszb%NQZz*Ypd(9rfTO-M`zsx-k$}M9>9YCPuTS^6nLKti=Rn~~ zHTs|+B*>Q6ylZ#_57D@E2cBi?Q~(eNZ(7o7cg<|Q4P@+gaqg+-_B`KRwn$j)(C?V| zPCMVHxv5oMQc;( zM^LOs&A(t7w7c-;e09oj4qH;jeqC_>!(Szxt>ayKiT8dL;W=(E9@M?XC=oGgY`}Yw z5R3lbxKX@VJM{FWNvL_oIj9n@4vc9Cdbk#J{3MrN^CALu!N0+|O`=;#Oc!1R3q_mb z?Q3q~rrI6ZF|FyOa(N0ldec=QiV>DhJe8jr9~YZtNm@@?zwQ=XXv6Goic`O=!D_vi zLn5J{#dgU&P~~O5DACB&-<;duXzJ5>deP-v=yG~!LU*4!*8ihj-QCbpEVQM-vcw%` z+T>9<-5as4G?205wC?o%6Xm{0AHkNd>?oNu!IkblJ*-djw8tGfdl0+A1`80vheAjU zLjg1XI#?b~P0GRUGZhZ+>YytNxTsteZf}lZNU%#aZliNW>E`Ce z+WAr^s3c5-usf5+ek0+2Q}LEqKq>ei*x$XWMlyc(-U)_`rssjqxv4@U_&aCGM(Te@ z)xScg|9;r?QGxfxBUDEt@UQH{c`;jA(E6yt)oGeZ3TflZ&kZUPbTj5RvcJb$C-87?!gvn=Cw z-s)=A4d{feI!I|+PDeVW+|s3Cd)NH71je3m75KK~rVST-e85dRj*^HN$ud{xf$2_= zO+Sp-l7S{c9v2j*#rok-Ttf}(n%gs7MkZT<=48_nXz#qjXu-JG=#46s(MssRaUWq# z7(Z(Hwk(Z3?$!)0_B}KZuie){G?NZ1rH%U*&3J?^PJkY~HPHxi_N1#;%=2Pg#5v&w zI893T#axk#&}POZS!k)%`)qo~sjZ3_;7av{sw+G0KU*WU(9sB>JtKN9m4p_V--Njg zGTdsk9OisJlUAk5d*0E{`v&jeY{+}@#sX92;$G@DI1TL;{xwIEfoAxqB?MZ582R4# zB5;!E2o>htyl+7?WC1PRr)?NqdoqQ(2XBciEJ@NFwmU8LC=;ZNSHm&;cIX*!6kCg* zklk;f{7QsjYZ$Z3066f>40xpsxQRq;vJPNvmF_oxT+c5TK95CU<18pUV2h7f%wMY)S7K$OZVT_Y$wI7d-?Kt+76kbd-2ewn-_x%W(oBs&9tj~6c< z``(k~WKvNnodgbpezN(tq>~*9ZoxzOQV?Z@D~-^_2};}mrKW1nALwQEL1jGDpG*6H zJaZFyD6Bz)yqzFrtp{yJVN#H_e`g7pvBue7t&L>HAuOfV#Db0+3{ z(^W6^EB<>mH0xH3GhCRwNh-XA6KX%Fu=thblL6?bd8K^;S1#<8(_QzXjd75CXysNN zI0J8yj^T_|(b^Q12w(;E%PTPmhkdIE{bmh@9a%_;bx9OL7eRluEfyDznNcwJryN9o zRCxMDG5!K{iU2NDE&j|Gk6|DG+nC%TBAsQ#FqJ5)8<oJZ#KV`ps@NL zcbn;N3#xE)OD;HKK&Nir`X>a~_kPNz9PcGRgh7;`8X&|sxBx<;V6m$^V3pPgv4No$ zHYwcgu4DFfBOCIF%;&hD92JcptR_`jq zJMX~33>i{XFzYakAKuZeI4q8ZE^i}XR_Se7`jWt+sV((vlZe*&>O0gULyDGtA`a0oG$CfA0-z%eepek@>8;z#X>%K&ec4I zgwq;V1j$ekO7vZb{?}wRK^0u8Eqsx49$eSCjOA;W4~P%(c5j_{z*AIUGlqsv1$7L! zo#Rea(47Ho2L`)XcGZ6smi{NTk$={i!Y!hwXyPPatHkJxnQ%JttZCsddEYeHDmwlN z5gBwPSQ`P0{zLE1^IZkdAfQF@7=A8mboWJ0NJ=Ud-g__H`+QxUa8>A3JNC2;rl}bk z#+rO0vD>q3cUoK1MEt|@L!FO(*Y@(cv*=tmDf+sVGZ&@jd;g8Pw~mXd>-&WVDMb-fN~9E|L+Kt6X_1g_ zq`{#i1cVU~P>>c75QgrM7`i*8yQND&I%lqT;Z`}29u`+46#lmRw-ui3NK zUcdN;sxz5Lo#1r7^wXP~8xQF^mCIl>XFGaM5aOPVK}FlwK}0=XDT^$G1oV~6^*hWa zI{ZLe8y*P}PnyjnUo%^bIsmPt)C?otoi0{$qA>M~T<7H`Id#gab|ZZYA&*h#&9} zxtWYUr5{S2aeJpar=CAPF{$&Y&P*BkMyN9C+^QRL?_RR6Bwk7)CPbzG4|>ucOUKkY z6S80*E`yFs=Dk>ZvvbMK*f@US#jz(oPLvAQgH}=>I=fzg0rf? zJHZ|7gZof)3dnT-I2F+!UzMr`k}7O@IgLI$&^;A6%HGJ-9pevF4smeQ>a+V7>mcdF zPo7_GumYZA3VEe@TWsCcdJb!Eq8Vk&q2n#%z|N^mg0#og>K>-Z4h4Ofq@$}}S^f=T za@vQhBS~}jBWI}i;*FW8pKFB0;Jw0!bX=Bu`Af7D71U*Vu4wq@85`cM?SRdVaC9%o z7FNa|?%MXA;}+~DUJtLAV|~t5VR_r-q3D6x&lTD;V(Zyq^60ZXLuc&_@Bky}HB3m+Yw@a0*7=oIhjx+K*!7(oS4FDY$Jp0vq$JFX?U&Fs2Xa5!e z{5M6ZoNi-l=!JImg-6{5bk8XBMluq{=yY}sT@sEiy!%~*__TV3Oj0i1&BsO$#3z8Fp95dkVgdZ%C!r3V7+4>v}p z>VpOd%8D0R2Cu=AUiU6OpSBV${UHY(=ZE%$Y|58|!i!~ih@$|o7=x8e(r;Lkek;%H z2{D|8MgO3KYrnBROq`d=_*ua~xyA6rfn+TD4Z)clFuTKvCr}i*OS`&qZs{*p2yLP{ z<r33Vv@j1)I%|JIP59}_& z>sQe&A_e*I?d%Jq*t$YQX%gt9dnltq7(Apl(5Jr_Rc-?n<-5QC91Lck5afonIX}Uaf3H-#K!hZp)*KJH);bt;TLY#Mp9kDr^FziD4j+5I)8ljubqLwaX!@5 zBlyu7=ryHHa-gn`8XSSyy~8u!|F2q&HunLk*x^EK8iA&dK0@rXO@a5i2Otom#z5p7 z{u7_|hfX74Fjj-3%@)AXWydN@;Ff73e!kW)_}60{Zo^MW7=WDQCYlJ81^$}@?|gRp z(R_RuU)PvXjCfp*_`WyMWoeJ9?d|KSIe9>JLJ_BBk8VksO z>#w`nO5brKq{OQSVH`cRG!NqC+=@i)_*q6Z<39Eb0Ewk3S~0AsEsGepUZ`Qb@eXsuM`pq(0x2gmllE15x*9M3nIes=bjk?%Z?t=cNKImFL@*VvN zuA%-BxiP!Xs0aTEy}6i66Vbm*-ac50ehE^mxBs|u$Ug=K^vFa0l=1%L&{fe6Z`3G& z_a%WS8$ zvC4lY(l8;rPgVC6Stc5tDfoiVzNa=k<6v8(wnQSN$ecym`bHm`${ciE5$set<%}((Tq>zsUkM6HG>UDH zn$hEm4zl@P<*%fL3u4fFdGzsVvybiv+@EkyqNVl)RWvPwF>mPcVRd;R8aoWdcqR(A znX2-1s&ICKlXDA<*mHV$lZW-Ui=!eim#DQH(LFU3s91vr>u1lZhDbV+D@z}1(AY|y zdw68~2Isvr^~L=fcosCd>aK*-6Yc)$A@))=I*>^Mtmz=D>i0x2x(}HFoL}1@csZt7 zle5>PCQY`2Ku}zuyEz&+Ut^_16c!;@{NhQwohe*#?_fXkbA|KNNTjIqq_e!Uc3dlA z_2%^$|kD@@-IKf*UGz9St$@}IqplO{6zes0;wffjBM_+>`yQi z`W)N|?OoFj-k^A~WtYvVh%{Ye9KEHO*)H&L^8?kz@5IR81(Gu}HfGjSdB^|a4yFDd z_%;2B($=a>TgaajvavDyW_&E2r&(7cf9EBw!^&HOZE~L{MX$>AboX9zFhCnc7%z24 zCTr=iGIgwXuX|XfBU#93OF~elP1xr`Bk?BM@C<7%J*ww#TKqy(zYtf>3VS4Anyk-;nq--#Gl6+a>Xi-FSxHG5a#RoOPy^&{2yRx1y znmx2peJK{DXVOFOI`jQ1lYhs@twZ1E=I5Y4n?7_$(Y11XGsg z{7&^35{~rDSot?dBJ1ph4Xm+(hru((25wiicXNT})P5`uU<5{IIgh!Mux%dYWNFY_wahvOVaL_sZ-Kq>zx-W`)THI7@XwH71KC#ReDG*wqW1P*Y zA}4PKl03|dYCLBW>ge5yO){f*NERsi=mTn+G-{~@1b(w|n5$f9o*Xf3vyH;-foXqL z!=}BqgFNN}59&B0LAO@>gBFPVwS*TpI#37rCjlPH19W@bnFNWGClqSye*k2HKSD+w zgMc8J@=%1T9$C-~s|_z`IEl;2QBrGSV=Y#h2>fJRy>EB=MdW65t7E*1tyIKozj4$x|HI>ZrM zYcE^j;~)%B)?*`b|KoG=-YE1p#KJdP++=`}b));Mz)X38I0E~PcG8(-+ob3qDux~vCwlZ^WuTNX z<*%WV>V25qyi<3I(*dUaMGOAdzbwi8FAvQAu*Neyim=a6pvNKR`-XAy@UP~PZ{uI?=zn>f5)bSHc6Z4a%=5=4 z>XEd7p=1jDLhpr`YFTA_ta(OV&2OYleMd>gnedj}$)qx#eo61j8J+*Nx+zg)-bhJ` zTF*{+NfgNH3@t!CYfM~Aow{Pg_S^TdP++GCz*UOV$5EgEy5Czcf_xvRzp#$ zO4uwx`h62$jVcVdj3&ocDAZvE?^2(z4H>l^Mf;pM<_V!hNsB*9Sd+#|cOk_Da^DFH zIUI8dJ{A$(NyOi=7ixIcoN+4L$5+vMn$}^j*u;+^+NW=?yezL=TUs<) zw}Z;%%=KZTi*Usq;c@Cb(Dww0MVR6@MAsf~KD%Mb+wPa#cFmVnb|0u=g+e+G=m@g1 ztUn%yZc}^Nngpe2XypZzARKSlQ(ZYc$emVf)?W61>5(y|H>uZkQ%hIcE()#R9JTm( zwW~b%O{iyWOx}m5Te7t8`P$b5F5mg|&B2Z-Y^s5EP=cbr`b+42NkgqGw=w)*coXon z9)~o$M8*1*S>EuPFZNLgBVNGwi=FESnJ9)D?O>jI)v%4D$Fr6)67ReA>`57uQhS$F zxR@oW4j~_Wr$3vR12O8nulNp!UEF5#+#0WZ@H=y5RHT)zs5fl;tf`EW&b8Er%rm@u zURUk6rMbUBct3!Hb#vCvt}CLKA>)O5*?Xk?B{Kg zrtjk#0=4fNNe2y=%5`gUbN_{*yqn9f*xB#b^46$xkzLNJx)bv0ioj|H#Qei*we&oj zgnVIze^&sVd#0^T9?Y{p+V2^8QCl@%)TCbdloSNi3r_>)98U_6iqtJG)_E+NT`4-c zn*kJU%q1c56#}{ky}E=#8jABGY9&y7E4OTk6_NPdh+L0P*%3aQEuh--iDZc_)}p2P zT~8Rvofy?O&DT>ebwy0lj-(X`B&?sw@1&*ml;vr4P>533l=D59B-)iabLcL6X`_!p z*+ZaR;5sj&zoNK962{Zg4*xD&0NY|HJmbzOV{Wo>#ihlC1iSU&W&rK2veV%Blr>(& zqz0Fj24PGX+kQWnu#pnQ8@o$U6yaRu>L5Hu#=I7vbEkajs2ZzgM581&m8%qbg&!-6 zzoRWH@v>9@lC?HZD`EzsCCW~E)`rD zDX*bzK8~T#FvHEJH#@u;DNU^)UW072euh}K~bUB_VK_WFaAq`e8 z#d-5)!vl9J0g;WH!Hqq;vr0($IN2x*>brVw6gLUh@kz>}jpdm& z5XaI$9J?zIX-NJU3ChrwusW)PMQ)h}ew`?kKT>nRnb)OqXPPgqrQ+^QTF04}NsT+x z-TB354s#`7XdR%j|~s}2HaFf(mhj0#>svADn6O4LdgP)CVmYq!MQk*Yd- zEEXrAxJ?MhI3WHKTy(GUfvHibv>PN3ZW!x*PnMQBtB15kUExxT=q?D6s%Pf{hLYcK ztrV3M7bjT276>R_bjoyKT|3I%#(q?IY<2~ACT4o<_myP~YAB(4vnYEw3Two`2fnBZ zdZJz+RD)^N&2vbfQr`Ft;u4*G9#bXxa)xo3u8`Mxq^yi^MwirLzO3j>zB3zVA-LW~ z_j7Ram;G(x_0xk4|IN*%vZBg5z66h^dQF02*`?4-9q;B9tj~~Xw-JAVN$nY(nbZ&% zXJ=vOj|zi1Cw`*?tQ(SfOEv2vwpTisB;9$cqP0GGXd56@*-iswSPSLisUn{k?( z6XYco-dAUh!^9<;Dknvw7RQ6H$58b1*@M%AL3Kw@EXU_{K{Uw$EE1m?lfypUBQf^H zq&vlfbdB7%d>wZ=WShY@ZXDjbo5z@}`CKN{NEO1uC9hspiBJypSSX@#X9Ur54=@M& z8=dfBR_=wXadA<5 zHi#VRxkKXn!SR&gQ61rCXS;lV^lg8hELZ35@^LI$YOysS@H>cT@g{Qh_|Q_6&(N3} zlrdfJj@JsH{jr0+_<7Z3q&M5H-MH&Y7v`M}$o~=bke9Kcgkm&{k_ zHm8qe3HdqiDpgR9Mzp!*WN+MDjRpNeAUZ62zwF1s=j@=ytvwt2&+yCZ9+{Yx|COG7 zKK0X(Xa4g})q+t;FgK8whgViBxjr_t*u6aUs{I?vZGi{5fG-D7K0khgOmMgQvd?Ud zU|B{u5OBU)5P$@Kb??JDAYPe>ekUvo%bQvqDUuZ)Q7`;D*phxy`?B4@f|=rl7%7EG zf-Bjwao(%wXG07DBkr&V63G*@)m%C!UyEf-J8zZ0PU(W6_*)>rHX;rh6eOokaNdYQZnA0m2bDLQgq)ipo-UWoK&gy%=4c4WHla@SzIj{VchpO3fw5N*lmg90P8wK)VUj^`m+0!3iv-kP@ z?ZbsAxMITcRn522x1_I`Mq;8Ivt8Q4Ral2^HW(0lOJdkXS*U%z2{W#E)Hg#EjoVB_^^oCxUeDw=DJ~9fs zr!ND5r4D0(aM=!fZE5)W?##HnB}wI}?O4?8_5QemyH8QGuT6L#dgInwVD_!E#C>Aj zOf9dB<)`^z<7#S`oiY?rPu#%quKF=|#Q{!raq~oTtXeitSr_4%vad<#Ru>`0H^W;W zhM`3I8>Hk<%aW(o39Cymw#~Qwk!>2WRJ9xG({|AUvX22fT8EisVwrN z9@=WND?XD8F;9oF{whap*=^|5JIFw>t}6KZq!l?AU6)Pa!&%3-KEdT}#KtPX_~~g* zZV+du<@13pES48h`i6+h`IBigyf^QBxX#ZY&;oJ0PuyNwm@{!46QLB(#=XWqGSlzb zZW3%LhRK;@N>M6BhEY$k!ZWIb!{Of+b?RFQOlmGGuT7q+4?kap@0@|!-)INgtTcON zhoT(%tpKsy7{Hh*=pDmyVlR{skUF@Yki`(4HpQ0>J3j`V_Bh^gj!5I-@wkJw{XD^( z4C$q{kqvY`6mh|fx{PJG&kfqi+E-XCSs8L2BEe(w0%;t7mZziSKkO3%>PMs6zayj7 z+z*+IgsxZNYi3tQpZjD0fDO=qq*ZxP$Y|C;0MFK0(u|UygnHE92kg>W@9IcF@NX zaChux|Dso4@MC&H(f?Gw@X^;`S&2xx_GzHSn+<$9q}4{#cSOsKjj}W+bk;@)^%xUo zzp{5Pn={xozV;D0S)g3y2z07>-gu_`CARlzpyI&hcI?$pPyE!wX_>A~`VB!~?YG+* zN*OWxR`ai-Z{oYF4f7CxsVyG-h8)N%7-5NnKP;1>yRW%Lru^lS8;aSQfON)St+IQM z)p-La5SA%%hu{E4ry?-r{zjFcz7N-=?14yg)EYNTST2uF+{*+%J~cRzg2D|z;8rF) z^Y0GvpwzcEzJHzIjbrI4w4L}$zesb|#^5!ZW@@c}Z+PpRYrdP^J@8#d$zTe=!{|VZ zyO4o?Dpesz{6@hU!2*y2Mb3we? z+FxqjQjz(QLWx86!G)hkWw4oisU%k3KwnEQy}*d4la-L@OeocA0oQ)!(+iWm&u;T? zgt7yGNrjLrJG)u%Wm>&n)?8v$pqzfGyq91jcCTyhJ&$~q&O2lkEsHd9#fQduo>0Rr z0W9Fhq6?z!j2!~B>@sMU>#M+-A!`=-q^pI^$ZOm3Y$`_vWQ{9p{h&c7nC-=aVoV6)!UmCa*BrvLG{S+2ed90OEfmUoqX5AMLcp|HlF4u+1s-P7lIz< zEo?7(ck|*0+^%#tb8klu3Y*-N5@5LZhR=zJAft!Clwo%{-mv96jq#{q@)=r~9l8+* zXSRv^4MMXDoz6Enc@J9kaOHhAWl7>8np{vkjMg5U9km1NJszxgu$b?Pa9`jE2HprL z-h{V%ZlEzhj*Q2+!*K4uRrihh6q5W#utpI$tD2)6ZP$RaYSyn}Ie%l}{)H&;7qjkv z>gV-8j>v;cgix7?;T+G3u4r`A&W$Qh)&eoDJ4O84Xb;6SBb{mcxN+#$iKuL4onous zAc`f!tO-5n8KFSS%N#^L%wsekLNbZvW}C<<^MZyy3aVvK>V43aUh=+AR*#>Mc-^PW zYWOEjZSjV@&Zkc!=v#d-;{<;0Dn}hJ>UiH}MYcftg(+{@Zry0eitm8xNe+AgW@TjG3~%f#zU@x} zV(1*5gB~5|;mSMTiI=7(c&*d%z3{zN5$lv(##(bGAk-R^eU|;uJrSe;FA1{+Otpleya_MIV%%73P!;OZ1Lfz_z!?HX9NZkH*oW0<0C!9lk(vX+@QdsaGo z-$eW@{Ye5@-_ju4{>s2+ZJW*H+&g+KSdUEGBL@ff#g#l+^EniQBFTKOqBn-kuI%L? z=Xc}i6UCbm6K8xDkUx!xCw;Yd6vg{PG;* zbf|P&m@DTx=)Q44)KNqjoxO9!BTk>3I0(g!9aP#UKZR*#+CC^)@rsSvhi9Skik^oijsfo%;i<=zRiCFy7@T3?U037x{enQ2fw^I<>T zgU3m>#K(oU$ z`fmC*?A|k5Gcv=lY2c5$@4=FBJvUAHdxQaB(yi6to&d)D=O7wO#OWaKxb-~e1& z+BAszkhq}f808a=i&ACh4@=y}(pQ^x(4$H9H4HB-6ROMk&&1=-aMjEEY=Xz8&%2~; zJ`mXM&GLLKiM8!pORre%yy|2QP#iH;*%q;8C58A>oh%5ts1M~prtaIp?d=V<$;OFW zYoTiya>z4^o7{zuZe8MgF3S>972Z8KG*UyH_0<@GXMy`PL=oMABnj&@3%>sZ>*eR7 zg{=fdMeR3hE~k$zt><#|=ttV3AIjyIJIL~1ttSR*)y4{m6V|+kz4Q2@t?RoqO%6%S z7{Xo&c4D`2eFC(qS(0?MKsP&WlA9#3Xxe%2<`JIT8#_*+3kb0aK6~THtL3ti0MY;q z+uK3Tz8@%jA$B;Hp%xQPCC)dREXnB;cqiUKhl0{x0pw-)#o7{p%g9E0xglbR)}ChL$3{tyTn^Nmf!X^0GjO zlu$9WVJbhnX)A8DAwQw$HD5Y!L~;ujV&iiRfYQA>JjcPE(;nuIP?C*(PM4;x@B*}F zwce@g7qSSp7+*mxuHatOD|phs-nja((JR~o+tku()a9iW=XJ90@2I-a@H~iR)6E9F z$3A#Imk__;Aue2{{}W7vLil4p-f$_r08ZI-U0q4*D^ccnDF?Z!0Ul=Jtl!$qGMK1c zj<_M%5jvl_aO8=Eulq^pFlPr4i{arwC^OYmm9im94kJ%-76l zhnO7f7aL^dxmaSOJ|4O#vzG3)_RHUKbOh^jh&;)3F7MXUGwHGY92v<*R|nsBMuUh5 z>gmPv8i71+r!eAvAC_z0f;XOK3Vz@hrktD9TnWa%H^Eb0X07F1F#EpnBLmp%EaEvk zGGfh;?^6@7%RUyZyp}J2OY=jzXEr9sQ3(gj^L9~xWd3WRbReg?B%DMSQ15Euts2%N zs_ZpM%u|z)_B!Nx-Ss$DjD;wkve~8-92FNgVinOypqy{Eu1`I{^WHdGc`$FwBuFl& z@^yovTCe@)K!yTmD^qHekY?DT7u#6&!bAGatPt^O=z-=ro1s$3fv|D@*ofR zDokjL~M z!mn=Ocm)i7>S;t6QXY4nRzz9Smjul?zh9*D04}9cif5@Ns(cCL{Z3cs++EUuSav<9 zuwhi2!t6}jixuLF=5U!mx7n~%`h;m=4Z-r2(reqTd~P;vp2#dom0=#N!ACWn}*?OjZ;vM0_0BPmGUqCXM306*Wf`At9x%HmHV#!Nft2W*s7MB z-5(*?JI_%sDuBD>Ys#X&bpYAO;op%(+3V2V>j=~YQXvehumpCbNod6^9ebT68%x5d z+qVw&5>UXcVsRq#xD~QAn;iQ5G-Jg(aazAqjZZ+CZDJn!#x@$ir)4lddsMO^%ssTm z!A6~ZXR5REM~}Zd%+l6AOhDOGLa-e9mvin=8b47j z?lT;q8BErdq(~Ois5q-OrW?74Z-CCuZObg{Xt(qlOVd|JBqKYn?pH2%)V;dBo~vmG zuj;m1ry}p?(Rr6qH?V1QKj;yQEE$wh0MA2}%I?)ghd!qKhgn?aafH&)fxNs<`xcEi zV@kO2$MHHl(Znr%!PnIzekpT71nMzn7bl?8JWuQ;JBxpWP`W~QeL6=w0Ma9P{bS$M zqeDVr4Z{1??OmZe>5sB-zf8dey+<1>@x%4**G9ewbRmtf!!z%B>ZuND5(&scNr<_Y zg|^w}9g(zTseY*)T9fe1ueYNk`heJWX71~UNo(QVY{8M%HhXu2Civ@5u5>7`R;*xN zx*(5s>}MvGAjzHbil#KBm&RQazrTZB4Hjta56B}<$jfXKNvOLX&GWXO=+(D9&hhUq z&aKuC{~Mikjp`p8>s0gu1zY%KV~&a2)_6&rx3!!XBkGm7-Uxj=%=ZSevP0E;$?HcC zr`82c^S-txNpz9XWr8~?<=QYGp#r=Ea&@m9P;yQzD^o|-KJH-pyeXP^Q>Itqf}^LK zK+(Tc;WxLxO0H={NJ|U=6NZE!xO25r#1&BxdeX-oe;WV_6}`uoAVN~rp@P>=uYJDm z!;>Zn(WvA9QVy8d<|oe_w@+}z(VOZ+%Uqmek6zNfwFLwd^$!;Jf{YC+6ESqZygv57 zU!;DrCF+xz9I#HP{(BzFg|6h=&(rQ4`VF$kkPaV}0-S@+UmWkH-$NInAf<+YCK)#H zE?)neospaOcZU0~dH_U_i=FrX#y?d)-o6=~>RXAgrVM?aDa)n~e;O>!T)Ek+)$b`! zqBHrlU&gLuAG)%p0=Kd9@kvzpDReoTTzJSX_(*|cqXNJOv?TdZ&OkTFN%1f7%YS?` zn~W$%?A2AkL)~TI_kc#;C+f+{3>1U`K(i4jz*PL@8{2GJ9JNB*TNzB zw4@wpc`=S6IWfqwnyKD`M#tF5;*Yduf@?m^3pm9kF$oM2il5QD)aCH%5_bXMBXbsg zf?MLh%h7h;S@-LZq!MUr!^Uq(Iy;?p7Mp|=bm>u=&sx^L42(0|&5sUkO7XDxmHZHL z@)78ON(_p9qILzEpjo%;c8L5~0zc)!{Ac`Vqv3mKNtmV;)WX=-u2yZpV^IXvBDyVC zS|!wZ;&5>NGr35h+fVsQcU9yE6?AobUQa9xp-|=|shcEbr&z#{Cyk1HiF@v5(3$9{ zB|yFMBilutlyGtC5&Hrl4`ns`Y-}7a2g=7qQm<;_t~R$~ z#hL_2SzgX3a*^;s!|{~!>C8!ai|ai`?;&uCG3z4j@?acJq4p;u@0d42C78~|)9AL ziub|P^~ZrItGaO>P3W)zUCMwYpj;0C8B2eZlXttwbFilLAUsZ2t1yd|-WECDYUMw- zmb?1S=GkjbmV&}Ht=UP?Eq7SHlFZ;u$;n(So!-q5XX?ggb|@r%jt|iut%jNxOkB># zkbU+kU9sl&;o)H}*_Ngc(27%=>@c; zrH=mObiPrf<`L!PbCy>c_91kUqvoeK7hD`2euMmj3;Nno#v^dKMALhjmNT(54shguY!ol{oGP%vjIAJnn)(YQV}a(;bNIE`pFaoqM+H~Ye^p$Z-h#+{gW=h?o@DNnt**&e3t_B zj(1H6med^!u2*XyCbaX~CP7`{?Qak)_*TGdvag~}#}uUph2clr$@4K#B2MZdQdV%$ z?2qpumXh5k!idY28@QZ%7h3&!?|a?K33FG$B zxYzIJ#Lz!nd$CDnwvI#OmN0A}gS221?tqRyaj6jT$gZy2;TmqHjdQm#=qt-O0Tv_> z#!MUbB&5QgOs0@|)+t^O-)N=Rq%mnEscR|-Al$Z2XF9mJ-ncU^A{sN{8SAyBr5Wf` zBQ(4thd1^K$@X&llf4A_I^i?5Q%HfODfUPAyHDH-*FDp7m1Sfw>At!5UFuge9m<_M zJ9@a%M}Zi~F0I0({35~KjqdEjNh6Lt>{f>#@UjpdMAo5H5yry+Q?KV)7$Or5@TX$r zxt%GjVpOTavQF}3o(G-Orb2a*8hUus!D~yg;7H5tA#JD6P=^WO)3692b0(25wL&s7 z_|+piKy)yt7o9!8FTPC+VE>3lq!`5T8Xmx^ekcDpyK#W;GjKO#G@y$3v!(f=*3~C( z319cfc55bk@p#;R%gRH^^nUQOqRrFS?+IA;L5E<|L&nZgOZE_sM#7XedOiBP56mf< zx?7z4(H1Sg0^j>lg+N)OkHq$D8?X=a{>d_U4#eC4#{U1efO+_@lmejh{`a5#x0HeZ z1ry;xkS%4{-2Yd3_dkB>f{}0GXK*SL&l_jbsjYDD$XY1UaVo z0Qe6qOP8}=LM`d>8wgM*1nhAY&%Nd%_#nUid0p$@E}xwvwNgcKXAwU&1PLH`NYXZHAmGV*UY{E%O8_BnC^fAT;6hmMP34ZNmE z>oJ5K^cQ1Q<=Ov`i#r79Q_gX_nR>IW!V2p4@moq8gezi)%GxG7KI5`X>Hx<5Zq!KtRG&* zvkgG`(^ggffAK&+nB2-zFm~Cq;i<)tJpdbEJgt#V%@%qcy$C22>OHMOk_`8kY^ztY za#WRd8gFD!Y3AJ3pOYj~d-MO-9PEFU*QuN3*?hadPrZ@2cvb-4JIE6h?88zYz2amO zA$_E2PL(jsW(>+z%>~bR+XAh9D!EW2`xnM2g#r*YKZZJIe&@k;#ZQ~~ zUa8mtK$qkhnVM|h4Sk9nm*^;iAiCKaZhFY^sg5GW?F?K%ZhSIWFkxn`6IQe?dKua* zB59$7L-9j@GQI0v6ne~scEw;rSv$FKI&G%Jc4o$E)hd1_2Ijga2#YvdYXAU?K5Vt& z#WEwRq!<0vC#xyU)^fM!%N2HH@@uoLnWB{oRq~ThC(CJ3=42B9J{o>jma$-$-K#k6>fqB53xvnK5wh}I%GhS-I@VkuVMqWT4Z_Y7W z8nRA`yPw0Ygrl>{`*xX&Rr*5VkvtnsVK_Nob+__E0W<+P2tZm|ktWq-TS}e`K#gCS z;D+p-7YSc;uGjGrEK1rAJ=1Bjt1=7Hg_kg53J8l^iE&DDnpfyEH(HYbNgQSL589I< zf@G<;$kbgiMMDSXs)?Bwu zH3J$O6_59a=p@Fj;O=gS-T4TF3}EN*b)*16aXvhcN*_rrySYTQKt1qN?FVVK^BW|$ zFsSVeAK+e6&h#C@9-KbKQGOdl06CJTL7u(*PO)6*0oApfF{peb_4Xwo*QJ-7BwuAI zy40+&Z)f#lCGGe4r{j6B$s{vNLCUp3&?2kg)*L?X5=bqDA3l}j+aynmK0PK`et2$w za9(!`9Eu>yWy9aMuFrCH!M8dZa)$NiTPIdMPl=6DTmF05&~X>_>M^}91}7_^<wM24i>!I?n@s=xMS=Jk2ogR>$IWep3^qTAkL zrI5(XSNc($*$&knmewK^d|)cf8(JL3P8koQ6`$`oSx~I(UO)pN zFO*etk^CH@PmMo01%b-z!TRRUw?|BIk;Y&Bkn@2&9F&R%=pFZ1>7g}mcD6ux7yxRP z>bzyKY*IJ&9^2DUj+88fnZ7rXh%^edz!(BM&+ofWPWxcBwj;yJr={LxutO|qtF(V< z-W6!f?BIz@Z5^zx{Lr-WX%6@2@5IQJrM@(WB?5NnKY5pbv;=+$Dgm4!<^s;32%J8E z80}BHA?C=L9GI1}&EEah8v+8^3F;|X@O;}M9mF?-YUw&4Hh8IJCJ(>rL>W_f<<0wE z(Su8CM;hPhhD;`@l`l~cv=&T^O^&DE{eU?gLWkyg{^mA?>@_1=u>e5`(?0O1y^yAR zHdG+mX4X@;ac4<<`$^>p>t>N~FGw(|sG$XND_aLwIJO29V;>;wRc&Zz!BmV&pOq<8 zwr9@G+k*x5ny?xsL@Ck)om3d*H^hLa0}Cb1H|F%Iyg9Q4yd=xn(k_P%%o z8cq%gpOt=3-BamY5myBjKURz3$fF^1e>Y0$V}gDJfEmxP2vk-l*uMA%*DfT9Fea6E zVi-o-u80weR$0e?$t~tfW;h=3s8fkUNg=+tb&jF<^SB=eIVby4y?GulcH6*gcm*_Z zTq&5{r7D0-RHB7_MR)htJ;Y&L0AMmPOQwxA9l=5oK%XjJ8;{6H46{$=Z&|~ix8qN> zzW?;Aspjj`ktBxnVKDt7!ABXgr)$uGT6>3vFZ?ZMqcS||8EFR{?_CtndZFWqu$d_= z*iEa|J0!ijaR<)qBMqBSt2m_HrBlLQ|F3W-Uq=>gi>0lpPrLl_L=h{*8Cu}OO1IuZ z86)*lPzz|qB{32X?}^ocWV;-yhVyI%UMPn`nZY5(`AK%=9`*MfvJJX`M9;c`lCVej zGFMYB{lg*c-xz6H+KBVF`@N^Dvjc#S338#(1TahW?wtOAfgAU4qy3Xd{oj1WR*?Ft zKf!JM9`~z%-ynBYlMC!Ue=Jw2nA^%ofx5_Uyda8W0k<<^=@Y@qMKkk-vP|x62__&3 zEbXQZNy^f^?#bzp5qGz8QA}CI zJ~fN^3HfApw3`$1+t;u;AX{Z|DZxnrn$K~U+Q$p+i8LEkLskk&oH#g+os;Jks|?o8 zota=BE6#$w(c

WmyOFTSWSuC0o$iwC>lUHXV8)fc&KU7`pU1UV0$SN6Txrvs}F_ zy0T+%FA<;lr?NEu?^` zd@^LN)Sq_tBk|}V+!yvto7=WJ!1Dr*b9PC8PO)@HfuvGqnevfLNHLHS?k_2|t+Bmv znwU;0*nWWY{~^YR$#~b`KyV#JX9$nUcz-~5Ru=Uv#2NFP`DEY)fsV;JCo@;F-Bv zH&N*6@Dr8&{Im9GvF1XcGAs25a64!0EyqgPG+6XS6e3r^10k%!fa;V?cHru)Nf zYv&tJ+mw8i-{wPJzuqZ>q6@`Hu%~dwrdR{|F~aKy6BC3!scXhDHU%sly!D<~OG2_H z`I(4$>K>-AX-8;wBRd`locL$dK%9nDSXeSmX|ir(xuhlHjgAuPOmgX(w9c|adOUI> z_2iaWjA7Su3opq)TSA_U8q-;F!zco7lNtKx=4YkWMBJwB5>wRQ_-=uj>8;3nc@cf; zcitka>iAx`n;CNozb>prA871xohZpN9I2KqG9AdPM|2Hr5oB+k_kg|`Om11n2*#b; zPlAP*Z%en%F0Alg9@n0|OS;rR)`ooPrXPOvl`et>BAl@Koh3V%+m8p}YXTlX5^?`7 z^8DF95w~}TS#fc9W(;PXXI^sa7?dH8N|%M;>MNe(g>34?r37A;G6L*jx;d+$s03SE zo0h4dkM=c6-ySZ%;a(YmE!eU{MsFT!w!*dj+lP<@$H$@Cjc_l~9ndjFG#1>`T3hqo zO`=MDqd4z2baTV`#?ErI=)2TDtdUp`)kP*#mKOsm0*9RuIk8s2QlK4@k8X3e8FoK5a+_Tnxz)N*QGJb<(j^vp#Y@f^0 zI(yTktiw@e{}6coUES}OO9H2xzZ-!6fVeVZe*6Ur8}che7Bgq)uTEoR&aWH2#VVU2sh_A*TYGk&>fl+T{m(_*`L9Kn$7-(b;H?M>sC+o4Rz4a4q;IltQ+Q= z_(olS;TUlthkSESai}dq5IZ8h1Lv}6Ysort1Oa;m^&p!bZ^QEB#(2C|rY;TC?!k7{ zds~3$80mHAT|ttytB6czta(J1h+> z8)PrZzGPo#`hC@{TlezZ_w&B*^ZtIn=Y9X^bD3%8n(Mk|uJe1I$9bH`VSlAJaz{LR z(YR-k^6adUQ507|j*RuVkmN{;P^wZC7nmF7xPnN)uG<%;ZxjA&RL06 z#zfWg7SD)u)5pmq+8~H>!djeeP@CR7Ug@;^LArU$#(S-XibG)qle0tX|?QZ#-H%_jKb3i3h%y}D_dwhBD>;T>Ca zfIj=kM}1#O?h^(B+u#b$x6Dh^sdb2=J4(U-74oULTS;oay$eLYo`HAli^@qcTjf|f zhZWgv*-zaud`+Q9v9M_g+mhzKyF^E8ksdY4FHLLz!mPa|VBF;Z|MJvwY>iF# zn@ea?MQ^b{*&}6F=PA<<(!_~&LyP@t66b-J4scPr^NZi%xxu-?6h^f#!?VDci9vDC z8O#V1=wN(XLU*_K#h|2q_lBvT&NOK&dWY!MoM>gph2F@;hG}L*N+@vP+0*=X<`<(A zaMWq8_-aq-wX#>u`%zqqXX;wy)uQe5_? zVg5jshoyqfd;Z5;;=?^KrpXsX!C;lLW!kHZyH3tu#NP$xxi~{*CzsZ>mI4gQ$&5jQ z+pA+orx0*v-sOUr8MPIiQDNfB;1Jre(Z4eh#?&68FBWEl-GmvspUqUIPi5%9-Pmz2 z2af7ZPMP^~zo+1?8x74z5t2(a(Ra7DP{gE|&t)tyb_`d^irfHKqviU_G`>GpSU6fDhW2rKQ>Ckdb7+kd>GSTVfq7A;qTj=FfN@ z390J%1XeiHg}n)%x(ncfIm0y6Y3XVWZKw@e+5-9M)>4as$bj%(!}$2+^J%bNlwdreE2iqT0`g|4tC6e>XU z4kwN&B+Ah?*AL)o1qmU9x`EZ-v8019T)pB&NtLcVIYZ&8V?ZmI1S@RAQ%YfSRI%ta z^mF|8wN6DeTU&3EBBtf(7o$k^V2z4`(jRXzKk~fdy40$*DOf16n&WPx7Omf3PPTPk zTSZJz3b$lh3=cMKJeJyf8IcL}rQfEP_9F9S{O(M&bT%+1;lCIbvycA>9}c{ZhJ9j{!p~3D$4+6*6FjKz`)j`ax zs1_2Ni{ccOl`qt2o}7kKjJrJ0heM**spTR3NrhFVD3Q!CUH-^>UgXPWkDUV6JesUOTT#ogUi1uY zkuzb`l5MG4dV{4P(r(Wlr0x|lP9UZDrQuOg0zaRa-hiAy8)<&xM3_+^i2M!qs5ig)M2LBxbb=naF~@VCt)86Lc{V2-!__w$*JhcGZLQf7#RErVjX`eY zpCPtoG+L}uw-aI6<$A9OHiWHeK4J6RGe9bS^3%u(Dfm*vj0knLeFgp4o$9`YPku5+ zAs;xTD5oe!Fh?q~r}mXEE}&tUN(M}uj>;C0l4)gv5z{~$lQZ>N92k~prA4Nbuffjr zB^3v!RR$0}EWcBf=-q#>IqzCCxjRu@p5w0A#YWao8p_9**gHOI#zz7@sKw7fwLeQ% z>YfkDM5lG+=elsX2J8#yh#jd?=Xn7nUrU2%^r|pUhJW8C^XXG8`VXhlqhA)wj9Q#g zD1}zVpzmO2L9Mph2H|*5t)j$h4ed%2FvKfg{}yPJ-W<^pd0Kxh`x=w%?_3Ihj{D#J zhW?|^<$#WTBhM739R67*4gAS5hJGUl)`vz8@LZfcCq^`SZ1KdenZ1^_!QLb83tu7f zQb7Kyxd%FN3B0;r0wkmd4m3YOi(35UyW$(sz^+1gYKL$I#?+S^Z?J}Rp7hE&@wk6( z3>ckZ3auTdJ zBK@QlV$Rn*_syXA`?D$E)eLfNGH-s`MupzR6f2tCW6K?nue=J?U&8{w>|Zo04{dXX z2Xsc+1`q_(BVc6$lRIG>a%gBg-~FxctBGpgPIcA1;dAm!)5;3)1alM_kMpKQiFvL2 z`A^G9CnBboIk)@r`g)wNbYe(Pqpq@?8rpJc=xGlH08W_H`}{SGb^2-w%}TujVg@52 ze>dk1ryK7Ho6q0&2GM;uNtHTwGVs$-v7FZTeTCSh&8sBuF|lWkynh<^NFX99j=cf2 z4AxZd=}I`9-!j%PxMlg*ch8idSbcR;L{Iyj9i*evlX0Ence#3_hoBb4c3iHrb|@HJ zwlvl9>1^L|I|{7jfHM`mb~gGI(#QU{9%qD)t19VV~f7@+4fr}9Y)Bn)kh6hF%2j-&G@x@{=u zn+x62_*O|C=3_Qg9r^?147Oy2duawi&4uZx+)UJnuQ@*eL@U5R!jP+##7mSsx+KPm zw2S4fc+e4i&vAhx_V!Y`ahJc02HT|%&8%8<3L#6cNot^#)>TkWLd?oQ7(KpL`%*m| z=TU`TR&l9eXFVN6vVo5|WL9m&1eI~TwphV zzSDpfl~7dL^SJw$@x|huAU;@IAKjLEUsaV7Bf> z$DJa>(#)hIQcex(f&VDuxUpa#USup4{ zY9B_Uj=ye7I2UqSy!arO{7-DLGyp>R)T9ILzy%KaWC;k4hQW#$(HQ7@YZoBdaSUO~10lr+$cvV? z+1?{y4L)7d2bxZYPP!8p`3HfEsDtt0sEnex@>rBo=lGS3<5Ww{@0t+0PxIiP^GBoJ zVu71ew&tWEIbDGJMPDEYeMa`h+m+H02^K4;cz`cr7`oFmT)qQ)-fgAKDM9+&Y^v-Y zlyDVz{c#7<2TPKQC>^#3`eQ)sP>lY0#{Bi43XxjIsj5Ef$moUG3xxC?e8eAZGi_OED}l>i{jN&i}dAq3Lo%HK7=+&{RH~}fa@3A;@Sb!H{a#| z)|X3jNCT|i}^ky(Qtrmp}a1k(r{8bFNHY-r4E3hi|cdR z^Pfy!J?tuH82Q`G zJ@o9q5P&)IOImZH0>0c6v}?B+nn=1L2lgN`+9?=jWqIBn?QnLw*xVZ!O& zOoKpa{EXguAkpWB^+gzbN_$;Hp?H@%$j)f8UT4<5H~TL$f9Auq0(In}%op_bY(vr~QAJ$c-EeV(w@@U!R-_B_RT zyYF_Ju9HJElknG6c|s?(K<{8QSaC+>n`P#ohMxWKqoim<&}|*ZZMTF{1q~6=o+TEA z1!2#b{opqP{M%)@nXSBSijN7#EWRX+`685~osu|86*<6VIk(7v3-`{8@&aMoc($#M z%Vd0b)0Xejktdfv-#mFHzdF0$gQ{x`f6*lBm!muozcsGBn&^749 zE!@wfL6o~UAwC-|3U!{JX+ZStDz1LGA=FtWob4V8PUqm3{5xAx$zA!7`2eCI4g5`G z{hHu?assmW3T>qJEE8SCmI>x8QrmBGkg6=mfz|{q)%~(|#Ju&ae9wTHABH}OAe-s> z_qh!U!W)OG(!WlvQt6qZ=^?l>T*VQYt(!5-=|j)WVu5@c@cGg4$+4udyayc5>SSS$ zL9zk297q>CA$mfB{4FEkef_umAaj1yyIdXHxH_%^S%XAcme}Q`~7-` zeHd~L3vqaT{IkCgcP0NV=tn=@rt;z3(LBNRK*c2kh?((Q2b(!vj%RNdHrL!VPy{Va zC!CQC-OwG=vF4;+B&E5!t81C}qB2Os;H1rC7I&G}jW75oH(c~4ld&1p1Cig1CWh3$ zaE&wJGL22`I(PElFZ-pqt2B(iomPbG|W&GRX*6-KZp z-sD)xm;v0sj)xm_GVv|0@1;f=K;XgR!s=C0Tey0=`pJD(xSEhuU+!PWv4fw9w8(8y zh|e3`=s-wg+*=O{`TFNxDlMCM;<(P? z4sBMiicnvQ8q^~WDWv3#b!=Esq_rQ@7tVMfLauC8N~AY@w6w{K&{3)IR?TV29KRx{a#~05ML< z*!>W4cW06j)R_|$4j_iKQJU@fu-42y1FeIs4F~0+OgIreTvnwH2dZd`TI$& zKUz3Qe^&Z>S^OhkfY>L}gPaN7zlRMFB@(4W8vhU{_dnq~{?3>3dlvaepZwqT9BBY8 zrUj+xSX_bkz4j_qTSBU@bbYk_#N_t~8CaV%Z#hKU*w}4!>|#!DxE%0E&iGYq;e_xx{<{tCvm0l)_XX@<-L;2q`QR$ zlung4YIx_3+`CP=v&*z3^cC;U6$rRKmi=tal2O@!6L|*~mdf9rB6-T62Ra89OCuen zcjwq2k4uQ_9|3&rS(e5PwZy!P;g~sxs4@#%4xQSU2$&mv1EwXgz$$CjxsydoDp92B zirLh8xN`*)IP~#s9s0!; z@r_S~iqL}Pk{q7FmTE#`@};O`_Ez|{Z`O89(V;Ga4lQY;B{Lr>q%b?3L|Odyx3Z8M zFa(czN}!qaK^XWKZ2yH2lY@3`)nG#e%@`vcO(?XlLc6vHLFPWvJMh`a`pUWx=Qd%V zHxI3^%?D|fMZhwbJ%l&^HkUg5_)tXpse(y5rE<8^Ia~t$*E@6`KA`{VzkNEpBp~)B zmK!Anmh4BI`D9dG_6>+LLnNZP!%nIBiRL1YpOwD^OqJVT`wS~(2xyK9CtTU~T4V7D z1?dj}!GBp`{@H+f3pFp_dQtP0&a+p>clu`(3KNAC-e{|;W5|@RA5|M{?tZ0%mSle$ zfQ3C52a)PFE^%N>;Cs9o9HQFYkW+N(B8t|Wrtm=&caD5GSJVmVz*%=c3K9r?025wt zROA}dH#U~oPAN(&iswXUZevJK`BJ`18T6%AvD-G_+15nnOpL^*-+@gbhc-)5S4!+KCm731zHx;iC44ij=ZP<;yx-0bHhi zEM)C3cJC&Z&_8>BO*t^_i|QgCLn2|G_}S4*ee0!Po~y^GM-${&6prW?icQ|>X&%3( z>Eb+>C>)73T-c{MW(un5;Yo@JrtTfex0E7dQ-ifD$AI9-(nS> z2QGp%vY(%;J1V4CmU-cE0rm?4?*?m+PP|MdT{HhZ70}kdx~DS6JsoNjOwBzv^t+6%|E_L#>7Jm5vC2JcJBj=T0jP1zg0O-Sxq z`zhaZ&*M*I#73Ft;cNFh!B0w9oGdLEtzLg#Feu%5^eg1%2zh`swdg2pDGrGjQVg9B z)?Y{XX>=8JvPIbTT6M0_`3y5{yU}$`V|Qg=E`PvgRAPZ3Bc|gQ*R(ZJ#y-ve6rWAe zI#l~(G3@l*D9sbilCtWe>O|HPo(iL`3wt%JpFUZ!jh_e?rN*ewsdA%rRKF|*a0$%K zT&S*yQLHq$CT>_-LU<{2c!F5m(q7KqZ2<*wx4AQmXkI=Q#qp(Gn{yGY;N!uTnyJh0 z-@!>~K!o7t4`{lz|hz%hSID#PWIG2_LT>DsYZH?Qs01g@m8L{1c6CbNdYdW^a zOa5c* zM5c+5D2VxCE$14~^J=J!C|ImVu{||(V1sjtGHg0TaXrayvwREQM01DfWL6S^<&`k` zbJOP;zP)tqxBWCMIZcYLMR36IhJ2H zHTqU$dGT2Xwqd+Swr_7cQw^==tf}w^j@Q4}M^5{Cbr-l@RQSkoYAjtO7k}*NOiWyQ z_>z^ap;LG(yC*-+PuZ(EWxFrKoB!#C*PKJA^6GTuO z=vjRs9I$y1auN1;6Pmx0+ODfoq1v~Q|7Ik9O-X_?^IwTVC+9ZOb*Hc2Ch@wQJ5X=< z@*!uh(JimCT(mSg|5kBX zLt;Cz_dE%W)VSg^TnGES7`zww76mA~a}$&qiW7xou~r#~GclLG z1tr-C@t5`Xxf}$4V<_OD*gx3*y`Iq(3Q|PVc_9M_j>qM@9d9Jzkfm=a>FBEgRrDB-k@o0?l*qc-~iggd;HtGNBrHg zKH=sUE*a6y2q4O#6L|*s^;SuD_!6?R?ZURI+1!G1#Dj?L0vZ0cjV^eBh#Pe5?kdJD z>G;}X>Z+ERh9xsT>@E)&5NGMc#l<1{vD&JuM*(m5oiH#EU4z;u$ebIoB$)dh-8|pJ zvBWw2=7`9)RMvvp+7tDMsFtgo-vpLwI;u5dFqh+AJaVwHw#NjG!ly=y86riGh9^Ew z%f#ksLDT70!MBW#u%lrybK1S}$#p7K79S}-PQQzhk>hcIO%Kt@)fe@ z16@eQ?6VPpZ!78T6EEK2m8F699ScR#?o>}IL(AR7v%-l{`KnHGoKDu~*%%%#1%=ee zMkrR1l{~pBb?*8a7nbFpEewD5{9h<69K^bVt>mp{HE&>90CWK;BFv|0+FwQ?!BS|p z2!D&9jOqnt623ma36b zWx)mRW5*Q|9q)$%aiZzWq;kK{ytNlAcAc|+pXmNY68mT8_+R?`aR{*jWJz;%L_S-# zuSCikJHT{(g9M_dE0fi3jifpqy51e~Y>hPQDACZ30`W2lk|7;UB&}wOF5|36#H{77 ziNtnBz^}b3qc(;B(wR`J{Fha({MIB z*W>B#^p+b-8(PrYWFqMM^x;%vdL@YK7rf?~JP5TR%IW zH3E;YhxW#c<}Sf{oHlF=2J@gFr1pUPNd}44Nf}Bs>K5Wl27sgfZo&CKu43!WJ(P76 zeG94Tf@5HKihhJ^@3X?I+sQY-=fJu0)m9dOPJ2^vZ>8ajk{jo$v47y z=E(lKJRjUr|7iR7QjFiG$XAXX1;%b0`?HLsC{2p5Ixt`kD!)U+#utJfwP- zzd|k+Pty`T1fWO^5RH`^6NBF z4h|z7+>NoHFH5{uKj)ZqY7~%>i`A+X*>1AT^3jZLl4ktqsZvz*C{o8H91ZfNnjCcZ z!ALmV8_^5sh~f;mbo)5o()qFWO1>1W53ccx6;a%+(Rib(s-il zNw{b1kiuk+JhUqwP1>DrsH@~iq)G8au6)3OKp^KJSAG|=j+7)bL}d&^Q;iApWlbY! zV$z24vlsWkjIDv5JK`ZS=pGeZ|a_vKt_fj96;(1r5fIn>=Wv3yZQ+>rTN*tP5_%nb$*nWE%a2H#6T zpEZqDV#ThgLmpleUD7(s;e-6&17)K0?*#@H%1^-M&c!+}bcPPGx&td;>f*;I@ zb<)HgQXj|Q2y{QRuP8ea;oR4mUB@YyVM#crq?~H;u3d+ggRN+nnSvw@_4c-Xc9{{H zY0W)&D!RO90_d@BI&2x{zMq+~tQ?z4C^r*aUC?00p6(S*d03WXSNYMg~kRA z<5!@L0P1$5uucxeeQ`*nwxh}hH*D$?5P!yL?O34d*ujAv3Uum>;hSTC zn_V=Gc;5?HL7`v*n2ZxzbQd~J!GPWbbE26kWo3RAX?h&;-7i>I-3c?c!8Enh4>3hH z)59Mpb@)JfGbDaA25HM<(Fixt%5H)#)nJNg26^FYCnGSs`<>VXl7pt?!^z*AiIw2} zVJ&&$uMm$+OjL#_1-Z}_56TfHDA3y0BLW2%QNYD}Eep!(@*|ZN-RPI7JDj`k8*T_$ zDf6Ax>=Wlxr@+mN(vm5Y*Opse6=?wKt7Q-W%MuZ$;K?kU01q^Iz1*thMZFHOxN2wD_gp{SI z5lQ&0u7z*6o7doN{vYDC-xOm*fMV=M(#cBr8q$4`sQL9PBTo;QY+o*tLfgph{-?CdO zn5x4s($5LYD-#%c?~J7Un;pf2%l|(cB>6GEiOAN9uhea*>q_Vfo14)9_DgY2AF7Kq z1f^@3L&enR&VRyOa(`B#&zg5?Kx$K`e{Z+%H6H+d|895sa3TMFjO-VN?VpU1{Wd;o zg%fht5&6xW)50Dtn&ZTn((D@PzK6f4sqzcv_gh@V$G@_~mZpjP5S$h*IUR_ghbNJg zs-WY#EjBo}l?vzekq@4q_`uDKG*aGD%eCy^@r`_8FwNOs(kY_R%zFGb=_d7SY@e{E zsgS5{x=xhet=B+p*~03Xp5-L9j&_k*@a=+bo4k+1?0$Cz*%`{vgP7uAngFLRvkc3a z7$R+pyLYSvWAIH)CBynTj`O@Qf8G4y6E+|HS`wj1O4Y=ycDj$t4U|X&QGZt*t5#B41XPGQuGu)UuiXd@g=XoM64VRlz&0A^t-uj z-?N>`tWP>QVfXuR^@!`83tfF4kF;*ZO+~ur4 zGl}V4X-(AkyjE#9Yn5Ex3*^jE*2w&M8w2T{k7cowrEF}*w}a zu*LV$*`%tXDASTe?(i#Q2q1mrMcQalFBT@ZP9E> zy0bm1G#?Fd%==6MB1pTmMUiI#2sC0{7@uj2E(y|Z+JoBaKfVpINO{PyQjroe(Rnlq zr)~Ibz$=R*JEx|mnT3j(b0*nmIzPHoq>^I;g5Qa_A?ZNg)jZ8%1z5liVN%jD!8x?b zV^AK_Y@3g{`Im0*SuP|d+%@K;TztA7R(=_1p#64P|MA#lj+0Z0I#O!0lpr((tdvmg z9#hpD^CD^#^c$oR={fqNa+zREW90_nojHu>G`0eH^f6-k-AoASr3)8S3r|BPA_iYx zu7WFtA#*tjLg=4^o)jc{Q_11#`+2F@d#;4^;2Yz$@Sch@!msMconYLrs9F}JJjcs|rian~q zGvj3YrD;>sXl6;(G2Z{y1}7M30IGN08~eayPj0m~SpWh>OH<{)6uQI;u~bre!=Wn@ zA!(n-afr_S+k)}%T0XO%a%N?FOMno4?2Wl z6z6o`BWW}CkkF@HNX_LfMG;@yKGw@!XIFRw?}d3&(=6pvV=V=l78^z}1Q-XGGN1HO z%zMhG4p)s0%0@l=O2*CTbT2L=@)r%yPC9NL+oic06$;t(*1SP>R&~=~Z9F zGQv#qPkisJyKbJ`=v*sBrJ=N&&$uwT**Ar*KMA_yFZn6NL(N=}AxV2kPv=eQU;`;i z@_3ZWlBDDbkE<_0pB0#HF6Sd(Q{L{ud2tJG@P69>u%=rMEU>wqTHHHv+Vhp`St@^E zVx?Meg0mgVd9Mv{?b#RaGbiiST9MXA*<94FqkY6-9~K0OohyCtW;|CW*}`6ba5SD= zqAmN_$1vRPK>n*VZv{?8C4-hL&BNw|&k8M<1aeT$B zJcF~+{f0%E$A^F;PflV(U{8uSb6Rk&OSoR@u~Oo?rhkYysbMJ_^nZ-&lO!JE_bl79rGf0}x$ zaw+cm>8iX;L?tD}lS9VH7r${fP@v$QDNhb}5Bb`h1A`HB5Mx@XG)Gy?t%MBNBDOCH zBs9Clev*|R`@*!z9bb}Z$50MY?!EMJMbJ7vhNKq{K623)WVPN`P>{fHPIvqe{sTj; zKL)ncmTbG5d(*v!8P@?bM@ltn(KJ-vd#~H!3eC4*rC}U5Bwu`Mo|v0lX}FIY*;O*E zMo^EqXRqogIt_c9uVZ1of=);8%~W3ff`o|ERrG0cRVEeAp7xwVnkR=Gdt^teN(})T zUHcd6m^38(9-gulxtVr#2h{Kp0AS>)_JA6TMSp~Fn!Pn^JW>A64BiS-`cB9wX(0Dt z;58hG^uAQwKZ1zkjb_W!yO@SmN}A3V=-C{FhM1gHP#*6v5PE5}YAqoe&I z3b1tch2uTkXJ0z(282w@%zHvR){%i3Sp%SY^Bq^+MhLH2l)|lxPY%n%S$sM>aR6`U zukpHn7Nbj!TO1ujTQ?@wt#02sic;5^dvSK)E=gf&3M+409~-Q^Df?LXp(0!9 zaP@7`_1{y!_mWhgUXT*Mk7Vs}eAY3eLrVItNJEKyQl#0_!;?`J*hhCXY+hZ#kAxNF z6YkX>;1^WYvUj7I*@>Wa3(r*rY}Xv3M(oUH_GB=yc4mdaS*o%}Ps{EMyU=LszeRMR zVE)@UjVx=+NB!KMx7-`i-Plnp4W`$7dGW>Coj51bYJNK)p`T2#YF@$tv?0xUPXUcn z!VQxNn&r7nX~^`;lcB3y>cynDjnNqzr9he4>fEeA{XOu_E66(!^9()y{GgiJN;z&i zuToEp@CK&{k(ir}9VXlL{SNNbO4jV7LGGa8XGdsM_etfdGy@vfU=8WXOb@z@CxGnF zH$ia$O|W0ByQFVJruX+NTQR}(#`gBUnUsYq$QXQqRg2okSH)!wQG(Wr)*moxe~0{@ zU8)_7e1@J!xNMR|h@8!)dXmYi;@HhZ=#}v$cd6KtcTf8*>o|0!TOnhbNt4T*Xm7~R zD!`*C0m=kd~d;eshUp-*|3=rUF(~ob~7B)4`5^l86A9_K%sr15I*iX{B%x?D8a>lq~ri z%{K`>IW*$iHBsuAzVfoKkWhi+fu=g-PVe)3U=D1!rf6}^9VCyaq(g9O3L#wjK z9s=w5q!=nzOz_Gy++|TO6RUg9St%j2joDqYJoD8^mM*NJIyAaw^chf~WtL@jy-glS zuehl}dI@3-+NuV_u!i1kC3K@7-da|2m-QV!b_%LKF*v5!9Duyy(*2f9**lD{GyV{_ z`+YZ$G{zzArL3(rO;daY3|}3Xr6!nVvvhkVeinQZ_C|f$D+-~O&vLsu)H-LCu;No@ z?s`Q<_cJNCSY!oDZ6=U@Z6j$+lR*$metf!i5&rA-1^wy;lcVSBOaa3M!4qc0t4XSu zeZQtT2S{VefAiDxd0BID-}DmBsad+aEMfmD`&&5TZtPsBD2c<})D7%SrM>nB5-KJ_ z`Vqy-@D-wQ@6pZ~pKZ!Q)%0#_v)#T~!e91i)Idh>PZ*CJ|%$|L<)E&}B={d5Bhq^qNAkLl$rIZVJSh`{REHKY&H(#8_K-;Nz zuhfA`Nbqyb=hTr%549m?^4vQEG%RjrLYkdeCT7$@N3L%RY3*0}-`Z|S7f)b$mF}e| z0aVX4O;4mf^Twl3><#0d*ojOZtYs!2m+4qbJ*_v}dVcDf_BzoiA|@;rzxUd)AsI+(&p3L@ zdQ?kFB&<+yWb>aq-|M2>ZTL!g?$L9{y9UVH11u$!b<7-*w|Aw5{R1I$(+79N@3yfl zU2iDDHIDgYaY1&N6DpRmxu#j`->W?^lw#rBQQPciEwy=YDPi}hHl*iJyx*#R-H-M)k<&aa~S z7TCA9w078?eR7)5J8!5`}Du>%^tVDd%k|gL|;nM zKuPbpa_TZmL5Y%|=pRX@lR$2X&>b}f0bDg+?j>Acp_4{!TX9AWR&Y~rP+y*~fR8js zGcLX4;s{O_&JI^X%*>Jq@st+G>JoXGpxEduu#zAtGG_;|rJ%sJ?qd96sgj2mxPs&! zw)OOLBhaxt` zUH(t~4A2A-N3|!cRxVuB%g;k+Lu1*y4dj-54BAtXUa@N@*4^xn5{k)%=R ze7@Z{o2EU&EhTi8ySs%lh7}whWf5@y@k@2Lc;u-cT0Gm3p6E0CX>Xs5+q}At=x)ba zzl*7+S}y_0IO;81@a6qQgW0rXY^84iN(kD4CVf;(29gMLBoNU3wlBR;z%8iv(hg(8 zI%4+(Sc>!<>==48kL<-bFT-*Zxp!V8XN0(Gyx8Nc#Z%3PN96#uzLwJHN=nko!XutiV9~7xTV*39Wt_m^FWB zhHUjpeL|F~Cxm2ns(3_>e&Fpe;rb(B`qS^DRFXI{rFA5Qn7oucn^36zMLn~1t@(8e z>Ce@^4!~)ASn{&Ec_~3Nq4q+Tn$iu(=~Iw%hTe1~#ev;KB+S0liuRuJ@)D{wHGyxb zms;QzK3Pflm&G+yS+IGWgI3JL#RKpgKdL&>kC!#nlzDVHckI67JMS|zqf;{IV36yg z(T{t(*1o=qF$qs5tHX7YmFMC}Q2R9mKrX^mv@Mis8Q=mGi-ecPO1twf(wh@~&)gOM zK4ntqt8EE+u)dxPV!chX~7}0!=ke*`s)xJrFjdlcR zjPuoe6Xcfq>5-1(tsgCPx-&oR?>Bp|VEkc)7=SJWVw0Vx?tW9>?zO5MYNm0>cQ`*kic;}u{s!Fr8JNh&H!4vTlWxn3i<+OxJ@8l389p_eNVvrTC zl1d%RNb61;*_5pF#`eKU2B!jp*DR-VFPdAY$k3@iWg|c7y!1{h#Yg1O8vIv^C4Y9q z{o(UW=?J$C0h?w{=7h{w=_wAkoXx#!wF^giy->Cj76aEf{8}W8vZW?le8ZM6Q5XTj<1lSeAqPEcXkV6S9TNgz#cXRLtCO!LVs}+ zed@qgZ*cgiP_V;SK|AtS$H-GA?^`g3FJS25Yn!9|tCMDHB{^?De*#Kh*V+C?#*$Gu zjIx>1WXi(=#x#G3eFM&5b>%y)(3B9}S{n`)WgQ9FG z^DT;f*INcPGYT-87kYOyO+B=lx9xm&|8_{T4%t;FIS(R#n{H=`xvd=yUXSeI(eT`% ziyZDQNZ7~EfI!7sYok6*0 zR*v#PM1d>zT8{IeP4V-3P14A)qTssFzCznLc{6~c52vN#ZMN3bc`_lWp7rI-cfYLk zpd&V3y-Oc5kXrF(cQ$o0W}a+p^)nQ`suy|o%V6Ebhuq@S-dW~V?iU!_;+D7x4><2Yz-{%!NjnBJJV|u^unF~8?nH##||G%#su4#N5qlOy2 zthpAT^!T;SK*NkymnhRYpiJ33vMDRIqCJ<1h=Vr&x(FSinv1u4T!g2%sRKvjrX9Y- zeZ3?OQrlv`M&$$pr3Olta-banm}pvOBr=CvP0C)BI}7`hZ=BOGk~r6expfd0&bbdZ zRy%r>?6iO{t1q}3y^wp6u}JIfDep!_phCzv`SbTRP@}IS`TW$DHE5cb8s%z_@kXa1 zo;ihx`T$LsoOLnf?v$F)d+3q3E8+P^X<(KvK3zG--&P4tx5PK4){q#a6mogYuo;Hq zhds$W)xWuk3(JGdx^CndDL(>3=1 zNmI7>Tf%uFF4d2fX$JM-aXj9aOh?8(*0U(a+4xY@s$w5>g3tvh^aN8v_Z}=j=bk1_ z0=p9UuFLvWCEbodZmTD9@j3$dbIQHt}A zPJ6yPyLnCT?d6g1-jpWRGu z9^qJ!7{1;z@jN2PeX;`Tx47a;*)BuLw++hGS|bhqRRD zo2OT=Z$AwB7y=Q(4IKaA4^lMW*vtnx(1G#p`3duzOk#VhK5Kl+_Cj{=)u^HReI{R= zgR?9t>xa-_P*h*WhTnRA5pbRvT_tGZDJ!mAc~gDb8jbdfKwPgD1hk=FU-f zoV={h@-~yDu?%s}XUYHr3VW;vkf=yBC=gb0J+s=^Pz=S<)J6*7%Z7nR;HFMQr<0#h z*Akz02$6JcXTB=2tX~y()z2wda<+Yk)sW+S-{_c8{ad_9j*?ICb>nLd>YvEpK-S!u z{kjFkkX)E^i955+lLTIPPsNU2A}AnoLlBfL=@O)dp?n%-b5geA>+mzSjFeG}ta;;o zHd>>j_=dq$$0%>Bm7WVf{g55C9CQmWxl14RF_dJ>U$v||&z9BLgH@7_9zLzF>bxCP zK@#CMdVQ#Iigvj>KE>)4eZ`9}@7`@Bn}3B2ZRGO2vnm>@dD@-hQ?|I9K^x>y&xqZb zna}fOe)O`>$4x(z;%ck3@)F;vr#dX*Z^)wHQE~)dAv~Rm42k}w4#{JA83-LcWUGt7 z8(h_Zl#`;gd%@uuv_Pnp0HV^17d1}6Wb*NOk=d}_SI9fc;aqt$j2I;p?Q|C%T{6uF zl6>NnRfBLqCiF@D&r?SJj8c+YSuknUXIILUtxMk0@$E*r1@xjXkU4O!AXtH zm`POv*}(m~?yQFeBJOPa0Nw58d-v{1m1SAA-e&;54hH^3_z`XvLcXIZ8&G3SX-5JU z?`xjJFPOvGgUosuQX_h@u{_N6Nyx4(!S4m!e-q2IJ~S7yHKQ9G6RG-_vGhn$#O{^V zzMvX9xZhD(R7e^QQ$EJL0Eq}zlPJe zDEpWCoQa!vBDH1JML1L!xUjM$+$!eWC&N;HC1D`m;+^xh8r;P8qx;F??hbyhgY z_0OLpUj&;J#oh@)Wj#F}N5kv<$*++h2hw z_=_K3!D2$n+8ti+|7@M_8;nyWC~xR6Ur8+~LdA8=x0pn^cD)s#DE;!jg)oNv^%P%D z!JK>Y69d%MVsj)5%iYwX2Zk?KjRiArxCsQ9LKx3s1R>6A8c~*`w7u(u1Y7a)(UY#W zEOf=OZ1hDd^jGM@iX-f%jRb@4xw~&TYYh6921ZQCozige#>Pfvsg=BoG{kco z&Xj7spBJLu_d1s6h21F~n2>%NfQ4r_TJ>S#lwHsDBto(5O_vS#`xciLhR-%G6;N6n z!L>f)t*GMdx{=2*q_#|7Tia)E>1^SYt0UCY&MK^_Msz%w%%!!ik&hvz^n7gi=o}>` z>!Tn4BlUisowRj?96_1+gexNU{=1V399ZN{Zy11lN*89xVzPm3FnRTosb)_rg?)`H z)^G?WO31A}%EiGYZ_9O5&|dyjM)puF-D63b7Pbe0AsluQOA23>p6rR`Dt^BLp1->S zA@+74B&DeGn$s7?QYDM+<-~mHE68cdlCsEGcsi!RBh%F!7^gOAH0kIgA+ia+y_;4g zjRVzK+z}sBv1L~YuhIv#dU~kmj?IE5yyI60Q|p(py$42LA#ODZPFEj12da8*{s=U| z6G|E<8$HKdo9;KtM-2OKJWQF@A-od19Q*ZGxvSPFTTMKrdGrd4&B4j{+-+E zx2b$YvSg;8+U+Kk?5k>Zp1o9BNMaJrpEZm8O3lsvL>|w5GHZB0N=?prP^uzk%!s=1 z@aY~`L&;->f|5@g;UzxEbHuh!RjDMcHYF*pS7t>CDP9U{!u{(09venzeD$Utok&&p z7ylIs9xGBjWwof_uf7D!cXD~3O1jy>KiV|n2R)T$h$oIbtvS#>{dL#6o@~20OHe-5 z)7Hc?&3v=LmM=MPF*G*XXpBxZ-i4M!LUX0AWk-0@TLhcp9S6DE3$y8)wNbPZ_(l(@ z(y7i7+}V)&88)f;wC652(|ui^_chW2bxoAh5Zg2F$QM@B&DuX*Z|=sU=+}Hh8k~4B2WwX} zg57PlC}Z60Fu{L^DdqXviZGY;&CpBJ+^nON&*?Wpdl{E>$Y&8*A9JPC&9TSKJ3`s} zxTFJllJ2X{(fO5agockO;%kVzm6m5(XvC98qK*uwYD@dJH#n9q;TGgX5kL&fvd?Z3 zzNbo6a4*RM%MIV*Ok`cP$Rt=wp!}9j8D)!kf zr-vwRu$;6ZYHE%VOAVeKoYHR6UG9bJ8- ze&?0vqUpB6&KQHpjg68hyHnD%!QUXPPKoCZlL57*XG|yHb@B^>H&tQHAJu>)hV)m6 z&|tz6HNytpb0f!IeJ%YqzLyS}V(X}t^U~+#xyn}W&7Qr~+3M+<(1a`=e>CVA;mFrH z5r9gAJVkjEri;FNoOo^>kpI9o&TRQ?L*X?iPwKk`mvG?$K2|&4tc6)K@A~t`;dEvX zQ=ZsEI+zcwDqeipIJdaUEc3Lsg1fj_DxQ5hcgB2jEN?1mHq-)a)O%uc644=P=uiI@nDd(XdD~2d3 zFD|ld)0wMyBW7|cG3K_P#F?{rY*H=4)IcwzHskphBFEiqp2rgxjLrOr7IUP|N-CaK zhaAz!w5_LQI^?)IpQ-HRToE?MNuiciuQp0S zl4P=7+f6{$aq1YKJahq$LJ=f&n)?BtuijcBf50HkIgzh}VyrAY5-PGWEC^?$jet-S zv`qPH348Dk#N}AVXiIWLr<)fvU%3-B$jyPykraES^5h%D3OIRtio0QoCfQ;2U6xmR z$B+iP;vd>GQJqwXsF^BbqMXWCEH2nW$ME;PHMACc*`{#w$S7Gt*e3xOk8(U+?g$+G zd=^d9jTJGf9g>Dceo^|K$s+7;koF=?YMt1={7Zre3f0d!=T4N!q?>He))AldHBlo? zEGOC&Y@z5uT;mJN4q{}_+(bF_s@w(+Y`toarQlf&2^fhb+rwRGd$vWcr^q>7zAb|> zSRx=A;Vb?jX66qtHNTCtt{Lz7L)4%xSAb3;_qDf|wofRfSZA^DX*Y=^9k54GEoab! zq=z2;L<}=;c>|9X@Nv+oD`Mnt{~})DzjVs~L$4#zP%PJxB{ODxZ|K>wpwh;2=aMwt zDRDCTfd{7<@*EK=%sQH#t8c!6FoFlmK?cExw34bnD={fr;`|di6+1HjR`Tc+#*JK# zbWWnU>3EC8MsvU{o{>yLImLs#p=*`ALyIRM{Pp!mj~Ms+wwewws+2`fBc>RO)DKp5 z`nHJ}wOtdG^L=L~aOtGVX(^38&*4el^Y^zsW2SNCN-6h(db_n{!gcQVlJOrru~vl! zsxMPX2*+RUV#r4ncrx@MQMY(5EKhQOjzrC$lb5`wNCj2v>1I0?u}#rg==N1+zVDq$ zA6ci*6|S=l^nE&CF7v*E&kXV`vBoy{S_*!s!_V?{V_kO5Ci-A5&v8#v?9=S2(r6iM z@*B9gO(tZ*=LFyYj36k7FB`czu(I4Wf=mo%E_BHX_LsMp927AR-?x=0?^$siF5ai^ z=wdVkzD^ou;lSXM0&$43zN^lizEfqDJ!~^qHeMwWo&VG*$N;Uxbjp+=O~Ms~ z8<9}%$y11kg1uzDA(dr*#GLwkBB5ofmV~vokg-Pb^F#zKEc-5mMWjaUIGf^A{Fz>1 z-Zb;pQs;D~(qdURj^vP2uM|l`0~^ z@lvGia_2(QQ4Q%0Bq?Swt_?{(m=r7KreoaD{r*KJ9G1>{ZH5H*!N?fB9DaP4j!++j z%UDyI#}rxSMECZQYw>G4*Osp00mi1UaV^FwB ztBY%^hFQ}eg3AgCS&R0t%HF2)9lL>|RLW3OT0W&91rYV`yc3PXk=|TR!M_M9En&9= z=jHP5<1d%ix4jD83vmD#DVFiXnR-!E!GOox2lT$6w7*FB&mvX-xZ3phf($E%m$10y z+67EWrdCC<{1w(_31fs+=wkI!?B#@_Sv_)?0}I7aPmTvCp&7Z;qQ2GwU;fC4M};i* zsTHBC?xwl7;X)p-Rui?11k}+YS=#e~ZzBdizuVYXx${yUU*H*G*TkLnByUk`Byg(D%fes?o+`bs$x#6cSJsq4>ykSuarBRdh?1h zaeLE)@D4$=`L5;U)pE7IC~3>P1aHLX*#H94GPtBj9AZR#dj3p0k+3;HB^ql9_q_^y z_SA?KJ$8GF!~%7{m#rbOw7~a*c~#v7yL`kL-N>HEBKk6xoG?5%~L%Mcz zSI29Y%EC2~F22QWo-%t%)kP)cl`-hm$+u0drWAKNmDA~|hbMuA7!HRmkr{$KVK)$| zmpx{q!TqjLmUGl-DAdQ-jg*8fh9j0YZuEVrVs!~Bn&Y}tYjYDBJ@qkhYaTEg-W?<9 zvie&2f{10Af z2S{^Kuv5tQ##|{X3chp}8!6(q+Vp;fdN`|gJ;+>r&wi0lTkoy=>yeGt?ysi_p!`&) zJL&E1Eg$(q=1fX9*wOIzxGi&5+;!;-X2R`tg>Q(3ovz0v?L#HHmoL)y!o};g1I%Zn zHfA~SCYDc6`wUc^tQT8%03?BcEqD1^%-A@!4CsGk*VQ52gKtkJoC``r-3Ys5f-C(< zxyRVCsM~s z)k-#lcFnqLA?j3qlf`Y4;f5%XJf4$Wd(enVPhy2W~wY7*3zH6jeut z<>`H#<;J7A6HBV{SzVo<|AK%q7c(+?YKAd1bfAez3=H}6!cn<{0s@rSeod^)5g_iTUWu9sh0 zPTTSP*6f9@0^#=$je03nY=oH;M;mOZ8l!AkQ0Y+@?7}kNN3=`_?h2~|lR0f7!4Bk1 z?!(ex0qx7)g=f81&XDN36SarHRg1uioNhpY65$v)<5%`lst#4TX4EUPF;K#kc$Q>6 zE!2>?rpGasfR}WS=OXv{j4uQtf;eUCA{J@ssrw;1T_t)fhjJ`TYgTCp4R0x#qD)13 z4+lND%UI#*`=;W(R}3vvk@rnQT4Sy5ol6*P+H-?)%3D0&^W*8l`1MNh*ByF z8*0t$Wm0n(H|xYfSS$d5P#m;gkmFtW89k03Iy;&OzM&UX(8`e2O)vfTeK%c&>Prhc zDapl)E$wUu3RetjFBvf@q~rLH05u<8nlonF#giUr4&jslXIG7<}%iE_V|K_(!)4Ir)wro$PFr(n@4%*!@$lbotfV5C$sRs)~5Lc`vqC$V|(+ zd5&Z~<^tL--n?z|m1|MLJf32Gnw;7j>6k<|HYsgdX?R{WQd+a{rCNJ zEFiVPjwCY5l2DhUCBg{b{i}Dnhz9OPZ@7{cAb$0Jc`+zm64-V|r{!74K8oyKe0JS; z<`w_C?Mvg*V5A(w=w!e(5}(`nS<_p^hmO1Oj47#P%_(uIu2X7C-ieM7mCSHC%JapA z`Kn4`a@f{4oQ>r=1K=CTp}8#!WR4z{{^stKTBuA;0zEA#FSwwgan@>mqa00qS2bHb z=~4PV!1Rdf&I!cuU-{9}7_S;wrlZmTRf>ex5=(}0G^0UTR92lY*A5UUPdumbyIR%6 zVmWAukGXs!I;CwH2P#X;mUjVq)-VG;#MLZZ`D|he`bBLq*)uJ5_+n!t>+_>R&YcX} zetKUe>x{f8#`U&ib^upWB%nQSPwf7mS4jE23hh7qABU`O@i4scbAYUoFa8GN066Fj ze9BNGOoZS;sInOq>`XIthuc1e9yhmOXkndOaQB}m9K-1XKv_c13r56 zr&}Rx5#7%aF+x0t?L6C;dG!Y& zXuMxvp5E!gvR>m`Lnf2LRrm?5d0Gbbp43LS?e^a6`~Y|9_^WUit3^qlBpKqW1hhp^ zPKlhZkJpl=<@vhAyMdCjIvmk>Z ze*u3e{fG+r2gnNN58w~z51%3rNtblr*1qcf$MTTo{!o+)`8Dak#;KNeb>s+aWs z$$~5Zgo0J(jesK|%T-=U4EE>wy*MzS~=l>2jm|vVoWg#vea^ zj@H66+1>2Htz2T^ZG%*ErFQD^cjzF4gMG{lMuKk1rTc?R_p}<7bT|YyRm@Q0c^zMl zT3x02`U3!J2=0qoMn2y(-w2<{>*S)2kI2coa5n=>tPZDyvU}y=7c5KTkC2StK)nR~ zg3kbzH4B>UQ?Vy9Jj-T3zV5$3IsTtL)Y3xk(|ixkP|?P5W_H@xqH<15iqCbGP+PL8 z4IuhVxx26Cx7cCO5FWOYWZ>>b89UFnCriAma2jge1 zD4OlIpL%5u9guM;^<2zJKhjY-pT}1^$Ki3y9hTreoJb7aU_5@gTKkpe5Rw#f5!URr zguw#PCy?NMhpMm$eD$BDqim*9Fj7_$BL!%v>RxF}#;wFfL$Blob!#U}kI2pOn_q5o zwKVa1W$S6`=yNaxUK)Oh>&1ih*uVLRFFE}iq^Y>p{28oGKrkd7xF~A!#=5{bCbY-& zmuRQ95{X!tL0J*^y!!>&Usy+fXL0>E|0dyFzPQWP(W3J9jT2rL%0gMEnceBaOv^FI zZqE$B#qF$#`XmJ22p;Vwo^}Wg6*oG#iqvW^;ODEyXd%W7PQKkre5$p_C(&V{$J27wIg*}HLJ?=^ z*I98!c*cmzU`gy;n-J~H)RFIvy<|qAzv>qp~aK!EG=qGde{H1o%Q(nyS2Cj7m;~v9oGAWrJ5@5 z?b{c>^G)#+_QNsv_6*jE(GVrc*U)LG(>DkNU}#UBz+ir;o|9bO?HWlNPST*BN|gn* z*0}3BkF-B6Os*9ir~pjtO#0Ph7DznPr!KLgpm0>DFD4XH1MQqrU*VP2sg0nqN*M7X zg6RI)giiU%K|%PuI9kY+R@XSoj zCU|7PH&doLh!{vrP>k7Bu}(j`>((iLsFqD7$a;g`WX86d&WQ(0fAE3ZjjP&zrx`Gp zF_%F!4$i||C{-ZQBk(Dsg$L`NdWGwxj+sEbLy6e3P)v!bMWk~kA&g-9Fn%@zSWt|9 ziFsR3QKR{G7kD{YYX7->#6Pp{{p#2Z8=DWsAzz|D1=p7!D&qD>IApXqFqibcn8OIb zo?Ae-+l|teEP+0dCulf8rw3B2i`5GVCd9I!w{`$A({X?K%^TU)aj$!Q{S`mm;y>Hy ze`{r9NjbER>v-^n16EZ<(*rcC$e_cQblwjeNRwiwHldvpl1N@l+ns@yC&~NCx1n?E za0@0JZV~&w(&1-spih=GlFDA#y-NiYDyJg(Fs50(LWx`v(#IKXNm^1aEIe{c6py@l z%yJU)E%*S;WW`Gt=B$)37$b_xM16zg6>s0Jrp_OM1nORyD@#^Gg^KXVz>t z!2Fe?IKrFtX85!D_@8(_D@xlMKF8gN1FpX-FQ|_;ABm$uKCyuTk#IWmq4U}-8hb8wkxuCHCpm`Gdv`ZLRuJ0*dOW@$Bd=zUJ#JI zO}sV?{CGi(m(ldDwZ!0YL(NGu8^p$G%6#-hj+SWX?HnKz|qy! z#eDg%5`&cRAF^oYnz4t5rD`oPqq;c<=2)K?m$ise$MEe0KY%TlWvd^irQ@EtWVY3U z@NPJ0s%_Idb%N1`aUGG@Zf&63j!*bMzf(5>iA~!NdBv}&I2NQO6!VW`)VgLzS+U2V zi9puqc(#K41f`8J{A&fCV1S_Hoc#q@{wM6FKYr)6!KiM=Gvj9!Fl{=HCoF*D`k&Jr z(;-W~sI{3)vstP~Zyo~W)1|vbJ0c8JcSY*=Tv%IWs?K|uB9psqrz`wrJwgL29ZK&k zt=;ptjJZY_9*B<9uN3_TS(lRmlA3~d|8Widv%h_xaJwsMYCj8Gj0xG*t9<($&xR5< z51l(yk(pJ?I=VeJXlpVWt}sb(MTIDZd$d{b)k~VVTSrDGyfONpSPj~drEj!8UH84| zFCv)Wu%x0=v22{F5m^{leGzT*=p-+LZsY!v!olWG|3r8IDV&}&&Cex?6Eeil&z+=& zARxJDd!i9r0MBBoSpMZkT>aJQ6-O4YA`}ml&BComh{v~~tAlsMuj={ze0Bfq6a36d z3;5MJ0dwPr?+BP1PD4ND^2wkgApN}}0CIjXKEwZ(^NSDuVjh`*(rEha)x!LbtLh(q)~PD*EJSF{F~C25?Iw9H3b4enc*)9$yOre3QSZ%V5ol+LK~1F&t7LRJ-E*K9tPY{fC5I z{-j?6>7_D~^Z&tEdlzHA>TOldGe zd>7*&GZ@wYe4wV>@A^9jFAt8H`Ii(u=O@ajfz(Cn3E$TMCBeCWSQt<9)EFic&#vF7 zA4QnnjWL+h$f_#kD}v=90u%JAFpgNZsuE$x> z;zeg+-8zozG@Cu5wGo!xVwYD+WM!*x-{NDY)-7gKD|)SMHcejHU=G(U5{7mtIIKB@ z_nVH3qVndxK^7B<+*vt9EO_mxra7${kM7Y9ytSv#_{oe+90Ek+e-04wno)F*w{Zuc zFU}J&whLDk-s0L3Vb!h1R@GjA8vNfuAOIIE$>_aQk}OTGzd3Ugdiq9;!`!voEh0 zj(K$bgSOe>1?UA?UTp`=YW^S z2XFYlsD7x!HKhgUFC&!=lGW!9wstof(nB*A(kNQkK6A3P*k`q>*d3+d#AD%;E{Rbm z0GM6vB=PzAy&^Mp#QBj$#1k>3RUQNjLQzb1fwtBWROwj3U%Qps>(Xx=vEiDla<}qqNc64&%Q|VY7vWNNMzlU^;zFj z>AZyki$nWSZC!)mQS$|&VehQMkuMo)UHpo-x`N5v)r8trl)JrXbu~-ADC--T?<&H~ z<<2$JGUz1nGeKR^{kq-?%0k}mCWiT&PajpfZoxOl(6Ieb9i?n~i=3Gu$eHt4MoSGw z3V^E+gg|@H%=V{>*1Y6nG=sgSa8we1>0A5Sanz=G^KB$iL^iuee?JrIpB*Ox$VQsciT$wDTk^h&BtQq15M&bJO$!H zmV8-Z4=N+1>9Hjw+_#(CRlY%cQPtB&RSQE#H`xu3kl5zz!V zOR6uICW@A_$$7!e@Nk2sD882*N z|HLkEYp^%f%1fbnL zUCo@45kXZ0hpv?|3vk)f@0#Z!cfUcHD7Z($x6VE)avZ<7RCA-Id!n$ixL18k;^=8* z;#M$v!s|i)fm?@ymHRZr{S-;agtfl4OFf@<&?kv-nG`9yj!&%((z@RuryC^;NIEUt zJF1*&FE$uu454)9cMEjs9dy>XuSh&1U8T^NSsF~R5fh4G^)|S?#7~s7Xji3VerOX% zv|qI8BFk*{;05==RGQ$WPAmHbUOo3)r=E|cn+gEZ!D@0O5@lZMNZ@)Zc>4MSY`13W zDv0xWi$jw>YR{Tva~>hBs^&R$U5+!9eqF|T$QItU7pcV6Fb@#Uu(7iI>KT6Zg(Z)o(5NXh^;)(WL9<(c@(htGH2(YA1?9 zY6U#~;Jm5`K}rk9OUgjD{aJm>H?F?E($T3{5#(6On}2Dvte9U^x2|-3ky5Y`+m`@8 zvxRi7Qc~-J9w~P|?u9OYNF#z;BY-2+RqNV0$yyq;J1R#LnCIC>VXA90;8~fJLwYH- zRiFHsGXECr8uv=#N=WOnoJ$#y4qMWCRAA%V_Q7E<-kZL>FD2f{GMy<*VKRJQIlZ9Q zsF*>LLFWZfvERqzW&P=)hm3ZH8B!!a@MRv zB#P!^?1>Dg<)ds(Bzr{C-Kx+w8kMn}u73#;@Vh7i66HDN;*#bt!!j7*CMbgaAbM(o zMkrQKcA#27rK3#?Ru6cj3Lz32b~l#So?xC$h(qXOI%8&83CJhDL8=3p(t@~W*I)K= zoExio@DxkCpfQwIs#{6Yg!J+v#Q%)zPg+p$Qmuv_$;Cw=HG`5}=obg`5hje1M7_O!MGPXC&= zRWN@?CB|1yu*0C%`f48s@q(JcokF9x7bRfBFpv%lva%jAOhR|a-!6(!gdWdtmb|N3 zUVk7$3i2^l_icrD4c^X#KI02V2F#*{r%#yfW=x&7I->C60QksD%f`uB$QcN z^-!{V9M^3hPX0%$2v}j_l+DVj8Y;stEcxWfj2vzRuGwI`XXGqS>M1sTY-LrYTSg#G zqFDzyq*|r5%)lBpv&7me0uSCV6vxrCbYqebsB6fd6dwykTQY|otej+k)64kemzd??7PQg5X=HbEn>p=+-sU5#1`DYu6G*K)c?3Q z?ciZ_RWs@K9O7Vm4^Ee(Enrb2(-n(S+e40rg6Kzt_?3aQY{Uy$OQG@Nw#(UNQo_+j z5D!0Ef!%CABwn~FQI7h+`TLPYJnPSNt=?oa!|dhj~yHy;rvqCG4dibkb8%Dk`arTwUR~#z`%6%AbeO^GSCkb@Wbd3|LC4 z)}vmotr=HU^jMpeh588xzArj!7;+>AxiyGGk{ILp-rBj%mfDuWvr*!Hx|zZ|mjgA) zF0~jYoO4iO9kVWJ#+Sg~6}eHT*K_Sm5!5AEY#YblvpPQYX~?-x+?9Gi?9?`nPkD}Ae#eGF86A+i^_px#6px>;D>qC9|h$cgn6?^WJ z$9JQ*xO(X~?NGfXCxL(Wytb~&P)DiV!2scc<+T}8^Dar7-W&DT^Tt9oxeG+3PichDvv|bO$ya%# zmlwS-av?-@R@>7D$(~Pf$6h(;M>1iB-hXp9RD$5XV%BN;uO9JoM(v$});}SlhGNWC zCfrOOX86&^eC|12UR6H8!9{8BwMx}QYOobDQ2gR`QPlZ^R6_u#KQCJC4bIlz|@dX0jgp!Z1fWz*?q@Q<$OUE!{|TG-2ezq97+gIt_^2+ro-RG5WP3YC$uKJr;kV; zWj5hnndWBI>}#|r24NrF6E zcI&jF7fs6rsJD&vl>)ksq*K@xV6D68%8SxERTFY0gyfl2=2?3-e^m(H%_^*g;Ql*L zubOzm$1P$;QzNFMm?4Bl&36M{Q0^!{dE$v@nFXZ2n~W?;8X7){`Rcq$dfYTlc=Oga ziLAnU$Lmy{c0+(yj}C8hpnPZotq{37WT#!Mc#3#gj=!xmWZBND6k(|;Av*owGB@#~ z3osV{t$KI952uRxwH+^}W?A{!Z;^i`O5DML*o~89f_BL0zJ^%MdG?M_)9W8e{du_{ z*ympRd{jdBHdq0dtFu_*;tmcZsg<3#ti{O~eE7mDxs&G_wv0*;(0A~x#;(aQHx6Eb zLCcYZH}13`0^WqjWZF1P*nFKCMQnoNM#=(VrbouTM}Dw&I?of2tv&ZxGOxBrHCA)k zFhZ5(;s%6+@XDMn;zp-!D&!8)v%SrLAj#*HDL9FT1Nm5Dgb*C>Q|!Oig&lMXA{&`d zH4YzASAQSm>Bf-E^aK(m#M2mZ zI@4jZdYl5??BLu0`#^uTHFwV--fbVlW4V^>w|@v={L78OzcRJ|$}#tDq*m1~(FWCI zu@udh5(9-azJy&(|5~uJ!3^)dueY1{|{F6$brQUPP$?ZH5^vQ`o7nT3W3FBj+T3Xsk7TFW5!~ z)QMP(`zxKA`DIsg+jwP%cgyW-LM1tQS3Vuom zF8OK!bt=_Ee-6hbovLUnPi;i#bk zUr4CD06)fAEqwyi>)_B|$$w=^z=7 z1Jrgsm&~6g%m#M;agjgdmul`0SWTWE9s}Ga5Nk2`@^g*$k0rtWp#uL0XwZMxyC$H> zW1qyZ`BYvB519ex!JWTq0T^;bduFy4S`@O}O}~!3)ieoYxV1NtA9>4srtq!>GJQSk z$zs7`!bm5hY9zm6F|JYm)=~UbWN}3d&ipxX#$$Qw3Q`-5O<+iuk;%*bqGX0r4=IPW z(QXq zxjS%V>jwUb-)LvvY8fiyeJ{xD(#d-#<2VT+?zMmD8uB8MH)JCXIXXYEzXgv^w+#CK!!wKfB6PE zF_p~ET%tY!$Ru5BhZnTDe}{-cVx>zQU+1RJx^+y&*XP4oeyP3w)yn!$$1&$FkgvL^ zQRmo+olDA)%NeR~imN)L?F7QFiI~311dNE|0f7j)JpKXD_tcK15B*%3;v^0fx7)re zZkGbZZ6p^Eoh5(jPF1?HRUBSxzan-nR;MsG$BV-KDrdUQ%N$(u?Y65+mNZ|vjNm@|Kx;(Q^HtVG_wl+&j?z#V|Cb zDNrE?Qn1sO%zHLp-@uB?FmK(EeV*2d;phS2gK?tmdL)B}4w&1(My$Yw4K4iygBO-7 z?1K;lK$FaJ8U~jY#>_9F0abu7+Q|cd!M^qt9Wb#%vYe_efmJ%3KD?b75%EIRS0o6+ z{!f%?v4BA&OHgB|iCxPpI+!~&3h0gj4#U}m{6+QJjU~6)49w};Ca_CO?iTNk7-&iP z9c=)7#FTcQ;wdR!R-yLWHpENniz$aDag8o@iQtmCLQ_>SEoF$=j>G#nNl?0< z7H(s7wi?j0H83m6z%YfJoJu?4O1W8ksor|+lO-{7M^!t8%k^AR!O&rW-$4W<`7>dW zkqla97|u&r1fCd490(ETn9`svK!|4i4f0rD2XwPikG?ueOGtvw(vg0)HKwNhvBBDX zFu0-5Px9K(rN}^($we`AJ>0;5lC1Gj1Pywio$XB%_evPA-F!XoUA=Ry_sU6_FLZV7w?xNQ0`JR<3{fK9HaoN~TOhC$5- zT2bw%Z~Tsz^#3|Uh=tka;Y+ktclyznQ!3#)1tC7n4)gwII1>J?n1Qlbj7agqJ7?1a zaheUmgsLl3TVNLPT9DbSd=}Uau;gwp z<00zITX3cUIB@XcJz|@9mH|V`L^#1kYG_2M`V_VGn7G}Cv@?UIxwYnyM7dm&4b zs2%#FLv!eAEikD&S$p$V+@jErW9@72BrHho?&Je&8lq1yz$9`9c~y~yUcOCXAzHC7 zJ6n@q_U*AfG!CMdlnviWMx)*-9G_Kfqqp7D)0uYw!NCun;AygFRXB!?B&h>WQlwiZ zUCSe@fx_&IK^R_|p%Nk3{$9;R&OH;F!I%MX>Al7?K7vjD3Psaik^ovDlWvgh{fe_| zZ1>SEYKr(Ok`1NH=D7*g?F77WelXRLe{86w}&y?3D8!eu{ENmUfs@+(#Z$AnTL+(D>2` z{<(|4$oK>x5MHEJdXz`fdUzAqXVjwDiLXXF+{1K{T?RR_>PwZvglAx*h3&U0I9n6rZ((47 zeksB+zKnE~k{}Ig-{H0Y{=Q^9Ex4R)FA0+A`$>0V)eDdAmG<1`+7Z~zfqN)!r5>@F z?wNVn3xTyoJ7b}Zwkr5O;?{HF+>tIk{II2)NGHvg>W2eWb}3x1rW7-(Ak6il zzwNz25|P!qcd;p5%*)LUXnHsS5AWH$QQaHxqA%#njys|evQh}oJP+vM!NDP?;fWjl zUD7ZDWu`_@FG}zJjrUZcHUoKr)^$d(E~|&D7lf?oegLSnS&S-{y?>kFPUdZYfmG;n zD&ua%cI~3$Fn-m`lj{q1+0U!C2YcRLuqjz|tS9FoT1LT+v;ksqi{)(5De9ETEKtc8 z-^(=uvpjCRHJiiF{C#UrD+~o&&*oZ)RPscDdHeOA%T^*`d!BZ9DSeCzrd1i#O)hTW z#Y~Oe3t5MYtKE67nA~+%xeHGtDyMxf)fa0%nGr;8A#Al9TNw(B87e*}G2c_|8_!^y z&E-4J47rlFXQ7Kp_raAB%lua(`TzR5e+69nTY%I5iT?{qe2v+b8dt+hvKDQxK-TZm zl05c@Bms>Dr&5EuP_zX@mld(ps8_J1{7IDj={c-_M3=GqyJ5QV28`|W-TugBr($AzV^CYpheQj5&J?H%Z9+22cJB^-lm z3l6Y4c~~k9%D;ArZB+wUf4VZoHIt#RjQ)ATvC@j}Sfk=c?+QgFo zunl;Zt&klr#sZ?Mz0ag*#`u)n5kqdRGv*{gz~5IY(or}t2Z8%bFw?z>mn)mgfpaHy z0OLvIYpVUS1Qg*uoP_*6J0%EMGRQ%8N0q!V?}?9cnIM?HD$q)dlYQa(`s^axcCz6LL?r1g9t(@sZ&iDN6P~?tYCtLxw+gqr0#w( zbsp{H3OkYV3F}0)&3(7KNoN@1FJU@hbzS&!;tr3bqRLMpH;Ix-4k3C3xS86 zbHX$ej+g&uJ?#Up?JJwaho%6qbxE0{JY=U-C9fh7=&C|2yR}~DX(Gm46!yTfBNNA~ zb9KQ1(4}0bK>E?j!V^y>I-N1Tn$LR!@^iH01d1@3e9E6Wcishu}A#qFUo?{nZ<7`?bkG}AdU2Rxakv|j6$Vuglv&;hxyxkT$7PuS&lza zDd~Mf@%m;{5+@ssu#gug#kc_DKANJ0t=e)}=&ub2`uGK(@AQeP#!#YMa4=fvRh?ibOPNAl~?U zuZU{#e>|Qtu6WnkrWQ$V{pEhbPS|nV@ynguq%kQIAN|qLB)S>qp7--%*CZ8NB?v>` zSSG|UtnVz2+?DQ~wJww#G~6NKP)W@ho!b8(ARk}oVi4M`Bt`I$KmZ@OlBbOPYT-+v zXKJA(c7MLcZgjMFfjHYA67QdM*x>6_u7a6oJW!K`dl6q7KzYbWTwbZ8-i9D(HhB6^ z<RS0+utCfI|aI!1eY7B8NpPdlah=a(?*P&*)Yrg6fk`szJj7`F=gMg>Bl9E z$0el!^S97MG{eYe2}@3VG^-p?U@vIFU-kmJ6E0D^c9SFy{gMI%c@<^hi~ZNloKFv2 z9AD!~JWZpX9|CWs*|Ud5h#}GOPkgnAkC-vM);veIF)PLQMlyH})l>~tvF1-fz_MYf z3q6eEbKbLorc!$qagLU}xVG4yu=KqqG3?|98_;he-4+L4hf3%m`h=yOGq3Rz0k`3# zH*ibkZh^iQS?3X0|Fl9Bib7UV;yWy-vw0M;PZ8cs#F_`3$=?oOe#NQy*N+hfn|Z<} zO$FGhVe{Dj!T>^W?I>>_ALGq*;s^gjy!!u_$7wuV{9{4H{ou0_{RjW=l91bo^6-C z@e~7H0LVlB7n19vUUs1OwSeaX^cyO_cyhBQ0{B@AB2yIF zq`2)sz5O!Q8)3=E?kV*cY-nRV@6o0H_nzv-+N23<5T-D};jXFBDD)JYTkW@~wj z3?>fpzRb@jm0g%zDyxzqW9mEJ-<)Y4Q46OcpuH3`GPG)1?mMiM z4rCfD8q*}sl)sx$HO*x77U~xHa-}s$xcf8J05A7Vy)R9K$s*FiSYuTvrM?|&{Wghy z#;Rgj=40`*r;V>&o4PO(K_d!Q+7{9#MxgZar-!^DmQPBKi({X0{S-}dT5%5Y-Y$Gd z15a2dd;aiBx?Of*OBN8k-C8DoY>1S=LQX{M-;~1j3mu1_0P*Hb8^*5nC#20A{i>sjZ7$r&Q$ zv2lr#Tdn*D53MN?lxh^U=M^~ANAJrn_17NuCnuxsh`zL({S>lEt>w08{H>&LY?wl0?Gk<4%T@PwQg)I2Ge!e@-KzqZn3VgF@>^@%INqQ=t!fQ1X!~vo9ra zN{LBQwXc|XW^2I8jmTlZ4F&Daw`32aDh86NCl!W>T`FaTotRe!dzZe~FnRJY2&FRE zho+sAss)?b6}PtHTo}?ln#Tio!G^dm9MnDuCp&s*r4Y}>rsI5zauhAd{l+3bU!cm* zHt`|ugN$^fVq<^Tb{FVC4zw?;?_D=cFvEIK} zE&HGJdXm?f8QlFnweOPqTrl@GbGS}dxahHAW=*t2?k$}#lYM5+ijUpi&Xc;n><`st}W_pbb!0L5bINfEEjJ(Ur)7$mo{hQ#Z% z+(4K0G#`dkbP`f7vuf)Z#-`)Gw=WHP*{9QMd$@}EgR~d&RgYEsUJRp_jQtJV^T#gD zWFm6bN)I02D0B^zeJ*#$(Ye^_wfePdkILq6HO;9E0U%m0xsgdK@{_3ohg?BOG_)ME z26aib03~j9YVvNLk4%LoRt{nS$n5b#4RsHXTS}~aFMK5>^lp*FJ0Zzyl1WGBSUeSdQpQX%u277x z#pokTgq&zQ%g}1PJ^$4H)$!x)oNQ@{*vC%B$#~jbFL-1P_Mn+?a^NG6Km=btD#%dU zSB+4eYCCncD}zHb1&kT3JAa>KO1koq18Y1lXOt4)vYLCwi|%2=d55p$7hbIbhxBTQ zbV}XYtU(9V13LN*Vq&T64e%%+s`;^K_22#Y|K(!Buj2f_(1ZV1j&CUMo<)>fR+wU@!`sKTNusz0J@{w*oH`kP7F zfALuRzsSdMK3{#Ia=wSMSuj1e`IxWoR{~u+eL33J2);S%KHW^3&mt^(q6fAQJNR0w zq~c$Mn5Z0#1F0;p4p_%G2=V4E?Iqo63fdwaUJ>KaLdjmRscATlvak!^isT-Fjz?6) zbS1qvOF2kcJ^sWK_O!>vQ2erbt!qE-AuDK`?|(p_8%3K42DtpRo$$88ink)Py?PBr01QL#qQ}r*}y5C||Q#(p!;{ z8ejNzCnKj_d!kvE6gsHzaaaEvWNt}gHky6H&G@z|8E;(5r!C=_z^T1(&yVQ-M4~g6 zjwJ{wqoXXYoxRNeaBlm*W9#2NZvNu?VUelzWkXa0&wC7<=|GayH(*M~#I$)wTNBpd zhjo41(#D~yv~QZ5!h+q70rbDSj?|wGX}Ha?On7<0Jep z;!e(+4LpSFH@T*8NIDkWS#?)prb%9A=syQ3NbhyF6T?>@Z+r{LKc(RFZ>qZdlT`^I!zrglP)5cW*)+H3|5>SMrZ90~%w^-TK@K@}&C@Dm) z0r7!(llcTP)qh~=1?Kgcu{{6^I8cQx&x1`_EV{aIYr+F zZ0HA5ky`t2&J*bQ;NG8hU@<2l6@C6kTDyo33BpNvY{MijQ3toK7iOxbanL=F%Usq+ z!ie=@!&*B1G%^@F|L>Yqib2XPTvV{vX(#$!V zo#_2D(xs!>B^I|dtkVQF>_wj!@2!!!7W#<~tQ0aRZi{4?cxA7cgEpmkmxm2id@J9> zr<`>mr&k=7&p)rLII)o&y;`g37I%A`d*gKjAM$Ka1^AN#m*L%j-28%XL$GDk#4u8z8Ee`?qf=%8?yAF2`V9wM=Uv;@1WB{!+#i*>Ut15XV=fu%U7DkIbeN*tN;!)Y9 zqv8F2 z5HGL5_U^(h5ew8-Ahk03_{Or{cf0{_%O1q-6JoIFTjBbDRS5q4KL1-7{*5>O-x+O@ zvN5zkGs0zt-n}G>KcKN=0ly6#EmrLVDzSm5mY{t^b)be1dgr#V0*Lv5hMxHdz)-6h zQ5cL$UdVDMfV+l`HprcJ`2zGIMc=}X$dBa$4G^FF?;FYtXP$c6GMlv+C&OVY&bRm9 zR0Fq4Fhpg@NXAp#d%M`kQ0dzD!HO*_{rbxAi8azCUx|tBj+DrN6wH#MRC39bt7q(U zQ=v>oiv8|jlzuWLrD32ZiJi}JZHqb4uk1b5YSrPIiGplPmtQkEW&P`(Aa|YYO3?h$ zyCX>|8xmJGMp-sgAu!V%%UuwtA(kaZS^G4il<9nx$d8#|_?@b}LUO?q=H&hi*08L; zJgv3TiN}WrD+A5^dLM{td=Pz_zPrtutSO#s)_b)Yg|3)VLHJ)+Yfry!#?M`V{}qmM zMMi#uJVcb){07OaJuunnWm*|1pS7%<8-&qYdyf)OT(9fnM2xvj@8=Ca!_+&2YO)<< z9V8v-6iwbd_Sbu0f;c?qMO2LX&DK-I?Vcy$a$hy9eI}ye=d}^?LAXyDw4ttEbClyi z?Vz^qFe=SWOl}l+kh~8Fedl4zME3&~NSyDaGQ)Z$Hlm=u?y*4J2m1a7 zW-|snNrs^tOY@tOLUv2Xi9iom_!}f{U1@UlAS#-dm-q*r()2?&q+PvF+nj(2DH*Uc zf?g%2b)D#dwZlr|$*nwRD7hEtFlEY~y*4s0{S9J@lF0aE&ug6!@Z;qqFi-jq+}5rm zQEqBk_MfZ%cAWP_)-aqiq|9<3R+5bITO#hzO?EVKZ zdM^Jny1M^n|Gx_KcuaLw2k(A^^QFsWuu^N#c@GViG~QSFrV_RSXSDCwp;oi` zk$jzQ^a1U03V<7p}FA3EE z5`Yn@@%^`rqdKj(gv0C+(LcLG%%>#X;5`B--+Gn3JU3V0lLZs}#gO^6ZaGs$(c4lM zHh3o=p?aw=m4@y62yfPC+{VhIfP2PH(N}7=(l?*betU+Qae+&4k)=&NDQPt}P^(=t zC=WWZpIP3?YEPN;pRwK1hS_hnLhvn|Pb;<3qw!V(TR8>lXT&JeO}1@-+a=yk>c%FL zTVhWU=>-uZs(jE|w`FqWR`>jOpl0R9Vd)%-m%GHjLnkcaU&WZ8s}!_9UYPwsOu7v{ zIxK~g_C%o!ETFT0T^Ee@JR9c5E3@(^+GRDIz2$t!4b&iKX9#-`g62klHWT)E{ZRJd z+wv-Wsy9XpXwn?muPYXA3xy$cPmSATcTGf;!{k@h6Yt+&O|uxi>n+Lq>vAddmlcfV zfb1WaPXGGV%EOGY!sPb2j5@b(*3o3=ObR~_I|%yNfNE~8t<~yuQ-WzxVReg{12w0^ z>Qr89)z5p96KZ1sWH-OB)=I%@?JqC<%ZiFSeYB{p<+Wv+uudGy5qz4kJ_r>aSJmk) z&3^|aAqSHWPzVGF;~=*WV#u}{Af@{gRFSn zxp0zx`bxs67_g$Njtp}=G!nkXPed{LV~Q2PYN$LHJ~ zbxpa$&3T3~YaGQ>$vhKu&DCnLGsPbWHgts?W|;~5MDGjlb(;2dQEV^F?)dhl$6kuR zLE7TZKX{Owd8{dUJn-YrzNUZUo!E*53&hBJG-d6byl@EKUfQXyYvcT~!Urs8U5N|x z%fNaRzO50X7p0swa_xHK1z(aGLzcdd6H)M%`g{>Hr!)0}9r3`KTJ;4Z#v@Q>+oRZy z4jL2LSEfQ&C40=NYabAVN|M3`|DuK#{EC>Lmy4KA=&&{+OHxO$ljl4e*beGryHx1y@2ckHXSmH zHOBxCRV}`e<+798uKl)`WpgcV0_uYTO~gK2=GJ~#_9<}=@5%Z$>E2t!xyq&7 z?p%(ROKWl}(JCc@zbk@ObsU-PT@)S+@t(@TQ-|_rPooCTr8@!fHf2oT;0;Zp0s70p zL64HnKF>|k{jkP!)oh5O4}{7$%7>$&D^Ctxxx*KbZgJspgB1_TTU%$voK_L#0XjvX zOi5ryO$2(T=WK04GAxLeDO7?q>le%v5#iWFtwQ5Sf;9`_it;d|#$=Z*Dp~(x_Q>7B zvtDDSh;=GO6t}Q8hFHHRs{(6^uL9OyX-C<|Ry*GlPRj#e84&LMkJFW!Vl2(z<3GG# z%k9zFNavjG!Nvm4XZW%7m^o8!$d`xrhcCquzcnvtu;1;R>KI9(FvH&rCL$S-yejZ( zq+GT+dBAvO^Nr(Z4%;_^9O~n1$Co9dnu1{p zr#!36HXLj68htj;)&6)_WEZl`)x1uPw9ncD0lI{jLT&6=qXi~(Dp&5DtF%{@6d;jv zDCTU<`)W)G1v`zXL;O{Tf{aP)myIJ&Jv_)EUw^-KvQ5gXs!3xB5%&CNYk*bDxYC0` zTv8KGa6V|Cb%y3jvK-!o%`Xkh`yI`#A0tlkG(l>QP2Ttv#dXh0^hP{lKlcYe86{JF zYj8#X`5sgISjySj+rfL4g86JzumkGI3-=TRqDwA6jRXw0)t_VCP=vaPFXcTN|M8BhOAxvj<%`$Kl26aIDftVUI11 z1VA41_!^0zdaDtIT+hZYz|O9r_q9Ro%pKK-S7{FvdGIo@u;qy7u)z7 z89whjEQi;+OBtXEZy4T=zZEtDW=yL0o$^RO?p7r|CIj>QXPB?SS5#ofd*;5nQ!Gq& zM7_M7F`nOdnC?5}&e(}Azm%uC*iasDZq%ZGV%>R`8-2hQ*E6!P>tTX%GV-Q8kknl( zk6P`xF##favRSxUoL|O!dL3N<*2BwyL78=IFbYSWFu^?^aUcgr?2qN# z`dR<-QbgOGT85s^Y;uF4ljy~el{u5SR-Zhcc} zOn8pDu153zH_yKP4aUpT70Xe>w2w8nLq;IBUTX(QS?6(%yHy{Y7#=KF6&Jd<%hi2! z3a4k!=EvuyjxKN-2v8pu#I)ttXOH+}U+{0G=}$H8E#*{=V4Ow$pqTHAcevh>CQpVz zD^jR`jc9n`()mPIzS&q6{)ezvC80HbzKsFyoh2VVZtjJ>)TR&!>jj)dGYOizJ~Rtd zVi(uZFZX5cl-X#s21ipyV;vtXCQs!Vrow^FND&WjJ_*{btK*`8QBSxy*Xe0g&K$3j z&{hDcSLI1?#^@DgR=}jf+Rsy!pO-DG?sOG3IFtRH+c0OE zWKj!vb_kYwHeHmny1WQm(xh7m{fmaWalb|iF@mIQ$D27$=%g6gy zs=$B=_df^Z_8+OG`*$BprLaQKLv80cTyKk}GjmN%NfKHKykDVjL$FSvqZy^e$R55s z88CP8;n<}FnO^Gz*0=_gZZaG_R4WwBq3ux#17EpX(%#Jo^eOm0;R%Eue}#_wbfX8s zSDdV!bT|VnCZU_meJ58tf08Hm^W>4gLq6cRhnPA|n6Rn1U z$f*jmfq%;F!tVR^RI>kYmgOsHe?wqknj9p2U04mDA1^y+ve1!7t)4X)M4yH{G~ZOM zFGg;QJg*cx)OI3_XKq&SitEfcPJU3vbl>={ioJ}`ji$!2rX@iU1-EPSKZrc!tKFhx zwUV)a#PcBDxQ|4aRsi!V*oE}DF%c=D#3YT&*7vTLfmKuVa}`0NMY@)-_ z<*m*Ax%`Gu{d24LUe~F=e8@p%24`$ZbU~nR@%V*v7wL(dpDv}4+_wxm{mK>m0INPq zCPU~IOO(wggr=cDeh06ntFul*%o*5Rn6I#r9;k~rnEXDYC$q~56BG`pw;YvGNvtaI zRn7J2*(sd%c6o@X;)b0-`hJ5TV1T3X>jPA3(uL}%`7B@~7tz-atResK$)P5&WkkR+ zR%s3>V;9+ZpV3pGYOY|w&d+`(QT_VJ!W}6b{~II$O}+59wLKK;)Ik|sK-j-Q4#B`t zlJ>`k1#6544rrGn;2~j3`U~csdb39X?ZXLH*?s7?&|e=^Wv7kz9nZ`HYs!Dob0;X8 zk=m6@nM%dYFQ}!?V2Dq=tHko%mv%@0zCX3D8(OtdeWD?FnY!{Tdg%oALBn-s!;D*r z95rWN0do_vVQpk4YMcesaR7Fj;ZDg|EnQs_9n4Fc_hI+Fe(uycr{=-Y;S1P-W_6aCt=YC`nrF}9qBXd@UhC$+XO>lCc4PL=H0P$zbNw+)H>=4lr8xL)_{Fh*XTa2ZC#CCI1?KmEkEihMtByF&@d97e2gF6O z7IP393w&FyW-wm$Ewr7e_LothZ0m)V?u?cw*snK!x>k4JWSJ^~NpDm3`^go+uTIC00+hsUGNJ73&pN8W; zBGt1e;nD-E2Wlj*-Al3Ami?abA@I$Wr0S!eR$5YKQCT38c6%HjHWSs!60+x;))Pry zwJ>d-8;Q?#VrsOT5I#L|1CGAfq;m*p`Tix+^_K@Win56yb|ms&Rf|Jhe@2M>zGwR{ zj|$5_<4OKCW&XeJp>eBnZu=!al}d>K17B`Wj@c%Soa~eEjw&f8(X%$@>`XaqwcA|E zl7+z|>W1W={p+_5RHJec?s^$P294jBgb&FY3Ouv1sCcw7VeJEvZ z?ua*AFVEK;HN>igVb}M5X8CMeD?(j!N_MI1M(sQq|EeU{0UoNbJ<&g9_$A z;`2!(!8AwMtPXcb*43R^+;J=w>&AeBr%~{d^DftbfvZniX@g@nA1j8tLzr-+w+c5m z3Q%)PhDf^8-ergyho|M3e6#dGk5jJ}!A2NMZgkHw}XKTt}X3WtH2_`&uWzf@&(i&CwI5z7xW&#_!v|LFPaY z@Ku&Ja4O5MqrtKROK*f|<@CPDq<{d&^g z{b|I^JTMZfX-H6wCY_z?d4MM8|J>(S3LMF=Qw@TPtyDDu)&?h0qaED2Uw)eQDP+;v z*Sm2Zxw7V;mo{#}`;T%kR9S(#x~BzgpGfN*1G+bgHZ=Lvgcvd&%(m?iF#g7=*=NwNS0!mUFl-Y z@EOyTwzfX2s$hr9tUxmUf_H!Tr8M4GSi-F#FMs`ha;Hs>t_G?#Z-vB#`M?$17*qQF z4;RV~@p%R;8uxEznOXVT)2xx1x)bX3Az?PogW8`AcRw8Zi2P_`i|$lWQwe|7)nmL@~W7ct=+JoSdb9+eyl7-ZU0D*oN;q1iXrQws4cjo}9l zh1Amphe~gz;qQ)jXioxhG_?XpcJ|I;o0rvR6Vj##lOm-$JFQ)CO)&--3o-EsEKVBy z(#+wxESrl+0}n3ZBvZ#Q>KAh?vy~M5d{dH;!@?oC+R$f%n{2eP{PT%~kw$NBg^*&r z!=s@%OukVX%GUCbXudnh|F8}537%mLs$Pe8-+3EavV1)bZ(HRz2+4{MGlm+K%bUHJ zJMXWiw|`tdfuHNI!FIS;^|rv@P7OqBjhsmYKj?v7)duLr?2i0&0>2Dr)|bZi$~nui zZCGGZFihwYS)Dcuiwlh4TXNB@!P_Y)pbZ& zQ~R+>4zwk5IOR3|DLK~FQ83OI?LzsF3Pm4)G>FT#=44KkHX0-4*CaEes(2q z$X2{^YR*p1`kJhIs}{P2YXah ze()-psLt>7^-=xo5z7l(*L2ChWdbLbPyEveytDQ;e zv@XoY1)nn!Z(fvgpGZrw7Tq_v_1&{FdgDi3gXX?ft~}NlQM0Kx<2L2YxHYTQLip%b z&yop`$W!OJCc$q+y(2!ib8B_QsUM6K%rOXW^D zo@Qgt@OLZDIsCG3u#-$*1TEW5@!TV^mg4W+MCS3n5faOuGA~^{gpa}x+*K=1B)F?$ zTNgA)Qw067Ixc-*4fzIsbMJ6pSer$YlYY4twry? zOF^GH@e^_9tFL()ep|rP#_3Uz{zKgs`1opgKQJz1u)J$h_Dabh%hrT!40fV}$PX+O zsl?8)u=n#JilKhCeb_D6hISRL(Q@DQN9A=MFh-8E-i2&1mwB}A3&NmRay9F!icJs0 zS4$*VP980x__eML8Z2H}u$31K%`OyJZ>MF?c2>6j(dSv&7!;9YybG5fl#MO+}`u6cJS9h(2 zGNp9dLpX57)>mU8d*s(4hVeJ%7VEbOEYxC!1X|xKsjFu!L=$Lib4m|FE`PtH=-D7I za~uGr7%ATtDVdX=_aH0aYLz3NQHr#_%i$LM5D_itf7`PxVr+?$y#ve1#tvt?T#aW) ziVHv6burkFIfv}Z?axE@0;9FccklDfj$;WU5ZJmAnM`reY9LlZPW=zET8MNi$zG&?3r$D zpH1D9K^usH?L^>Wd{|$%fWbT5LFBi5A+e&PsI5-N(>N<0=3v|zMWd*hUZZfy=jEQw zi}QP%v1>xyxee8`R?P4y?hx57=`2TGWOwpA;ZoDfWbKi2lW<+36?Is{B|xmxatZ|V zHK=Y9(8takb6dd)d6SA(f^uxw^mcA^4!3{ET^-<^o>C80V%HprKmdhxJq&$S8HuK> z8(RvDYO5erOOlwAb7KMdO!cKvgDh@)eI+anlxe(@R|OBfeq6IOxPs?7CL`r`wVOn` z&xXr^wpOy|4(6rzkw)_$X?z85nQQJAFe^7ymR1aL9Y3#%Q`*MNxm_J4JjX4w?C`py zi}E9xNLIWGNo+_}?u_YZma?oz9NVp)=kzVNJR{}?rPL;5+AcAv(OGwHFk%cbX13** zq}G17g&4PSc-d(?`8Vc)eDQk~v~4@bn>NN#0hYNRjCL}y#VLL8NiW;Gk|yK!B6sUC zTG4mw(Y=k;rLh*wlP<9mT2Oqk(=uAi2saci&klcwkYoA?>;Ad;tZrU@Pu>J$-GEU| z2(yKKCPjPQRj+m!t4h2HAC!_2W5BeKzp!F)#PK^`bDn6KtO@->bm;`<1ER1;Oqdu) zI|`Y?4l0&HGDQ|cN8YH>rNN#e7MsL1u}klWeNE?ZNLfC;XbD>OL-`1vFx~mk&}G84 zNUp%dLQheQBUy=` zqfcpXO4~m<>#?IjsR>u!eHyBEkc_h_&wlTNeLmmqs52?pU|dGE7wdGWPR!ZI9H81< zpmYKkb<#0;pfo_5$~B%g4v+DkwIC)Nb6}>msukDCS$NhY_zYiv1!xrGT=T{qta?B+ zaf9s<=qOI#$b4s{fb+P-lxI?kEs9}yVYI^7)dMZcle9&>WWm;=8Ini+){%uluCA(F zYp>eOFpByidgJaLNhzVE=EMx^-QMCZioSkHe;|(qHwBpwstbGi`TD3 z%vY-!le|AhSM_cn<*D!$Y*?Ze4pH;MwoxqHsf<5I*shtoIT(hlS=+ZQkVP43w6-R!{2ZZ101aUi}?TeXrRz zNZ(LM`K7OcF*pMi1d`T7SNvI;U6rJ9LOymtMcOio7!*jRyNb*--`h4{?JY~uz_4S4 znUuS@$?G+6Hid9VUkMsb%$O^>-JY{{Fkwj`@8}zLg;=n4=vekH>uf+2?glol!0w=r zFfnp=--gIs(`ym^?uvnOZTQS7)ZIy@0X`)d^F_M-JfUI=7eWRM_k?N*lfVnXTk}4e zcvM+9-91ht?zz#R~OmFVa^b^@Yi~EU#!gBdN#ihrd8F61sIBjOzZW>s_0#NCQ z+pe#<&J~`W8YKsFI}dKYus}pT9J_g=6KcI|z46U}Z@uRNwem^ZqJeIxs7}oC(0S}P z$T)Fjbh3m^NqTUiILGaXT|)6754+9+V6V2Yw>a_7bGj1N5Qd#&Wx56%EiE+kJS5Xk zo5m}EXl_4{W%YCTXdk2Rg)5;mv|#2qsX@A!NNBK6qpEictROJIpMO4URUd3zzys=3 zU9hLJLJL{}(Fo22L>)}xxD@2y)foFV#RjH)X5Ty`^+AYhsrt<;91}X>9jXENsHP)# z9<_=U>~*w|@MSGm2l-%3tnqFe7 zDOUW2=~HU+Q?>-^2_CmZ_-v!KT`i?uBB#>W zhjG_Lx5B=+_o}24sc{qpTW<>*nlABA&S0xSzalHV@+|r%ZZg+D8T_^uE8H_|55(j= zTgZUWn5{?DkVJc|qFbE(+4(T6b~ozRj!X3oyx}r71bHz{L`s1>+hdI)`$=s9!*PcI`G^ru7}RI`2UgwY~ic%w5pbdiZPP2?>=6!gUdG zPL=$XqSvWKzJGX+7h{mkhd~r)Ft@45W@DKd?l!#2xkfysqwe+LWl;8M_3``fSjkYV zLcsRXUAmTqynZkEUYv-whTmL1?d4c>FM4_JD*cdaIVp%m&Cm^E5jWD&d?Jff zbLsZ#JZv|wx0us$c-C0aAHFnrr`g5r%GliHFYB1ymXE$-qxAdea6*qDF2ib}YCl;|u0Mp~q;a(J_X3*wI-(Z2cS-Q&?KV1fb>A zuSVF}{d zm}L#fbFuru;V)MKWr10a(oh0eE1PLT_PYW+OA~nOCy#|iTZTNLsb-b-;=~`!i-a4; zx5%LFF|RzkHnJjK!nyHqOk;CDvF&wPyu9pYcl$Ey)52tqeH{GW#ksnW zFJIS)a{^^3h^|S|P}XgBP^jFRw1`eLDlDUlq<=L~Zl6wNymZBYVmrhFq`hbGgk@>R zbRXDuEq*%qLTP_Rp~_wVhuGI@su88;rW)c8bm1DS&I3YWq&mI}btYuWiD@reFTgQb zO#+unkR7YGcTCec9={@3EFl$?x96M32vUs`#(DxY;|GG*XoyiZ@1WY(&f2DqC`;Wg z60Jy&WSf^2(f#Poic__C)+=%R_$GqwX(r(whZ)sn!w>wYF)0P;qoiW(92%FL`RT0o z`Fp_oQM47LtZAY?T-N)X+T((q;S)th_3&Do$`*FkSP6xaS>n}!O;4CXrryLPsv=L8 zCgRIA4C%!wMyy38h3VdhkY%D_aMGpV&384#j87zTs;Z{$ipE?cUG!-eRZtwPnDu9N zh5C{X@})g{^Cp=IY+PLGzod{^n{V2?K?DMuCj2+^Fa+k4ZfSZ*&UB0>7@5r$v1K&s zKXx6zC6d^<3`p*AH*?>g$V|JNHj3W(Jp6GR{$4?@5GJlQ5#fNc;fgxUmmgUodL(mrTVfVmgH)EwQlK8Gz8&Thhk8$#RS5)j4o(IgIg18?XneB zF}}R*q<6&DNKTUv+wMo9i2E%E7g_cK`36_X?}xp(qjBdutH4#^PjeM3$=Dj6&}3~5 zF*Ba%EAK?rTMBOyP9OR(#8b_u}(R%q!#3T zX&{lnB$?I6HrPoEieV#nA-9B!lf4PQmRkuBzf3C+ma7}oek^(#E>r7)=TKj^&+U$c zbXNXocx~dq(%KMVMp2q3+47jZqG9J{KgJYp{p!0TWwFZ2+NyvjmC}VnT?vo8_BPV@ zCp+hpdn|$U-aXoXPe*r2FhS~RMfC?lMmK{ikyv*XvitaiR5OPxW3_TLr?I2$@|7!L zqqGYUFaM>pHNgH0Wq9pKW=)d_2vZq8v~6t3U$tT%s@a=#HW~7f+p6Ha@_O8<9<^^xOBJ5oMj6oGy04Q4KiBtpoS;70l0;tt_rQE?}2D7z> zH7^0hY*z=#5h|>PAr=!;5<{bTEOP+rK1X3uG6OPmdt6iO)fOJxp7e=M%J@guh#~}` zq{qTwD40hw{3!Huurjd`iL{`D+g-C7i4f7&zf?@U^@DH4?gAvK(;ndHkyp){IW%jw z@ai-4W$<<+bNPJsXK1XPc(dlc+~S+(924I}6Scixm|Q=far$QKdO?dRRo9eowoa>( zh;J&kQ4F2Vp=0aEM+i72Bs3%$T}?=r#VNlAMRKnoF(K5i739Jn`}2fLg8dnp4aTq7 z9u1yqS)tM~Nu7D-#e2yo{#hcqYme1;lCg%y&Q4;d3Oz+~l~#b%Rh&sPi*j#@A!{jGR zo2)_&YCVzDh;L$g*6!P@T9qz#sL2NdiS<&43K{AJY4mjIm1J?SfW5#ttdb-JUs>Z1 zh1izWR2J+n<_D_S`Kij=LBYHiNfqVT_1uWyIIJnB9J;%UZGR`CPgkM9d_V=0(C#Sq zemEC7U%BLsw8Ppaydl0ko(776d?(^z7RN4A>yYoLREXsF`p~C`?V1-k3L9tKsjFjc z2Ys>?zTdX)4nE}BI{muW=joI=>1yz(%p;&`&$f7V zt>AxcHo6y$G1=5Q2fuP`7(|&4Ld{7jREG!i3noyqTGF&pgP6XP=9}sRm5ZX3n2HFd zi(;vXXp#fPa`HUvz!JUNxyw60DWudqt8;m3+D%h9HZa|EN%0ma-w!^n`nu6L6@Up^ z%&^ey44#+y>Z@?)12xUpL6yd~>G2%zc&XAao9}16=3-`Kr45iNQ>_W?On5Ag&u}P> z{>~5*KME+M5zlA6@SeKq_C2k7n;H5g(s!XFY1(q1T2t2MrYYRH&&DcaQi7n)o+H)Z z9uIbsZ}Ame-;2?pbI-!4K1sE#yh=x7e&U{|4;VP}2s%gp9X*M0dLM2H%!tGKPhMs&zXjnwr+&DZ36 zXX#zbjgMUYk|zvKvyNl43SD1J>W-Gz)_$Fho#^EsNeQ!;73qE`{N}6MVdhE%CC8Qy z`NFq6;wpnPa}Pw4`-=Hmp3L!w=NaxYPMR5pWF{;Ic^FfJj?a-9DO7J`Nn7Ls}?)PZST_U~V>7y%{ z4lM&fDco^A92H!SAk&43_c{JnEzyubxzTpnc&c8kG~+65d+ievepdQ#JWqc zb^q#*PRbzD09Uii0mcR!=@3Eo9ubA3CnCcry#v^IRYGmu^eJbXhY1m2+A26=7a=iahFZrk?!WuzM1*d)(DqwW*>Fw1X=$NUzSlj zV3je*X34Ty@MxOEMP_an>f#Xfpqi|6y`w;Y5hG;46Y7y7l{Y<}z#;tPoHqD2jolUV zxRP4BvZ~&Na72y3jp-k#*EX|7xawdFlwI>Nf%A0jWFC*8VK{IN0d}*{Bhh~A-SdHq z6@MF7AdUO+b)b$yc8)FyBur^?mvkEA*fys!ZUTr}vV@9+1gR=1#zaNbJDHRCe$V|3 z`cn9Dpt=a>l_RNV?LSxlMD?oQHwMv7bAt-iTt?UTI@Xn+JmCyVlC%LAp?K=83EX(G z4xWLFU4_yL*tKyB5qddUMc7gn{9Ayf;4`%tNVn%sWd>>)zRIi#H#{FW@myYc2bQdr{=FMNm}EbCK3<}=iW>UdLE@t9Xn zbP8&pBx=RXW86QVF*=}tXAp&%h;RjNl1Wtg7nIjpKzF$uj^kkp?{OiYbeS|f`3>?V zuu(KamaI0B&Vsb~8TQh;Zp?k+Vc{1Gi`HRJ`q^{cIhpT!fm(0r#VCSS4?mHT?SEQv z4;gXW%OmriY?$CVwZFFI0DMI%_qC}%g8c14DW7q3eCgDCJ1N0;BMm-zGOSQN1}VT!NVnbqp5e`#UpGx z8&+9@k+;w+463ChtTTFQ^UzJ|uYjR};yw1ZKCfOTo98R2VZ>l!!(OpPDY#HYnwDu} z;upX1oNPFdQiy9Ta!2+xiBJzsqlTVTy+sjM8LKX|eEni_+Q>Lx$p=V37_5iQu_9?U z7B+5KpM~IlRy8%tUq~?)_rBqpmAV>;M?dwG^I{#_u;n>=aoY!KZ4c(%{QSc53I!K) zQ~iPRNk!wzgJ+K`#iGUyo1Rx>&(Gb(P;co(u^rRp16z!=s~#nly|@ns)}(n38yYnv90JO z6CAB~iV{SC%T^Rr3F(l>EF|FEjZ> zfGJ=!^E_ndyjhPggvMbZWgQsZ?|W%<9fjNLl*|6OTz9Z_&>&ZrC`LN*Mc~pzHrQ}m znnb%!6#+Afg`$qurO5O07js)*T)jSZpd*c0;B7Xwwmv7kU1w{H@HmC?q;sPhf;CLM zC2$*gQF(ay*AJMej~}}#Od)pBcA}%)ZyGeprCcbV+S{E4YgpmZ2^JLId)YW{i4+Rf z#oKpbmrpAX^aHNUu5qnz&iv>i6L;{;M*OOSr7WOmCHoEXeHnl%r2hC24!#flxn+4z z7t>x4`ev?P(M5(!Ho>#!^k<#=eT20+V((HC8jS#fo&WT2?h2w7PDJiS5FBRupI`L9 z!u&H}G5EWtf-CFfEsYNZplONzGJNPqxth(CODW41yl?3SN^W93Rz3?oUe}Qm6OOFt zINxJzAEQ7!dN7~K&+dEF4o5^U9uZu`9TUQ322dC^ZClbFn?eQD79%XM`MD7ju`@fT zGXU$$>92>y0lnczUG${kuNHX7b5P3lR;_z7rRja* z0Y2q+w(bN2D>JuF6QQ_9Q8tqLN)7oU%`g6+qR^Sr(X&<=wq-;BP&P%|J z-;e(nbX?jWKDcJ(;ccBqr7h#iCm!Tc|Nc`%RP5iIb<_~sXKUZdM3|V9rz0ogeHkxx zR0ZvyB<&u-Hwo+gqTBC{b?xC9A>K||+NCSz+hwaL`hfV@VMQIx3#2Wk%86ld@0ft2 z?|nQ}(D`UOc}NCz*S(l-6v#!;98Il8QT6UE%pZGo!#4~84onZxe^2kP&ZvyT^UI(| z1N7`CBLxy{znh-&Pd~sWqG$H5NB?wSDgLUYw}5lEw$!9=nwd`OQ?DCSp1=MlLsi)p zo#tZ8X7s%E(*=^0J=@K|zrvg@a$tWEk-oe`qyJu{LLixXX*cc?9-sy=3@qi@H|UAHRn$12j&(}$Q2m0ChNmXkk zo|+oRrijJ#nOR_TOEx3WrW_j!mq9n#R)}({=x{2tPYTU%-YKC7+j(}5$Pg{FII-DU zsFXblm=4pzmTLSBlDAzD=)r8Ecp9UsP{@H0C{ZI1W)@ZqTDdP9%i8xZ`J+6yK{R)g zk@8QgTbSQ@HSksSVoeL{!!W5mPXF^;6Lf1t#d5<*1p;{AU;?A^PP zG7xv5c|2>3`J0!E?N|HOAG}=Ui^Cf!r-$sz1M>4Hs>+3u%fzEYy@+vL#y=?knSU89 zxklskh6AE0OVuBH?}d!p0E_C#(MTgq?IR$4SrOjw=&%Q2;W8i^4tD0b#){?iMjw&X zlvFNjntVXu{=|BQ{+L$w<{cK|%h-8KFb-KLM0>ESP`%BzaFF`3rgXU=W3L7|d>`QR zZqyUiJq(?G{1(0TQloORmgg1pY8O#T+=AFkbXqfMaA zuju$>G?);{?(`j3EdSUcJ=n?%k6pWc*n?V8!z{@-uLX-v&k$f%&X_ha1nzi??}(+J(9r*h&u1J{z-V&eKaBegQksb*`SS8NQa5lR-?zNv zG*XeDE2qa(;Q;CK?kdQ~r9#Xp9OF$RKEd`bNl*b#+q?6zGYl|SBz%UItSCVU`JeJf z#eTB+VM_@VKqr%j-#^22tf3DIpydfVNqdoo?y3!lvyv3Wl6YqbZp8~DdD2Dpr#Q~f z>`z!E+rdm^>qYqIJoE$(VpE>5=(g!zZOYk0L?4foJK4S0Zyu%?=J-0%gDypJcsYMV zJIU?cdAjvB<8`eiVmle<3COR8DF&QNrmDL?0XB25G0mz@eJw7WPXZ-)9J(b1 z0$HEr7p6q|Vf6dOYJRaIdhz1Gg<}$+msXw3z9X=eFHGLAX30HyVyWjmS>^XsHC#Lcg1rp-)hd5@?mN+EdS#_wGPTc}qECsKe4~epD?1+Y$AIL?*vPyC+ zsOC^Qtj@LNI{no9#UZFUA0Ec+f-Tyb*G6wkv-S?S|DJnZeT)QuEutbL&B_N+5aV({ z2+`J-&6OXG3a-3_u6#c86`t|SR3gyBwcxpWsy5@fSC8zUlATpO0#CK{_J^2~w)SC> z5cSkjL`5O1Ye|_4_3ofN2|&UiO!Rbi-CR`_&dLHpcTf7S)&@Tr9HW(qwnY;ypd*z} z<#*NtneR=2QM&F%g-yozq<%V+)@e^?-usKxc_*iy{dr)!7MlA8uBk#TfC&7!lk%+j zD3oEB+x%Bz4){0VfB53H*0|_nu(l8j z36XQ|k^g$usWm`yW(K0{Ud?QO&my8my`SHkD<1?w(7{AlsX@xw7z`UHbzsiHI{#Y1 zbc_y>RKVCjXOGj3%arJON)HqeOwaEZ9RlNRqsw`f(Ylcv`La8)RDF ztaL(44qbZf>q#V8uDvOo?Ms@ZmtyFCG7b}{T}(@CM~B14isO1qga(=cM+M7NXVj}d zL!%E8HuTo_#)Z30xE99pJ6jSBr3QuoIYS;3C^VAm&}_x?9-lEuSJc9-BCuYbz9lZt z<=00#O+GN6KTnB;*h_~Ou1xEAsVpexvFu4lR!#J<)B;1<4Aj(|%|7!}kw>=2d^CV3M_spTLz{RPMdWohhik>;kzBJADddke?7hgcQ^6+hm6Nm%LNcw z2_v3z`WI2~!71LthviAeBQ~(HDV7@QZ-GT%Luf4d<}ONW5^v_|+YJR+f$Fd6oW`5MW<-Jw4Pd6YCh~N##ms8>l7hrT$dqD`>>7@p8z5S6u zFWTOjuv^aPy(D(PV7)Z>^HTNInp8)OYD;Df+4e1}%;=OVzv6h}bsN^^!?gn9!3D<~ z=V#<2K>Z5cJsv32Ov-m_P zNzO`8UOI1+F*^&@Q<`d}y>2V)XClm}!39ip;+QYUd6ssD=1!xy)r`)iQ#e$)5$?lL zQlK#W*;=?7HVX31GXQ8H;gJhgZqen7QT?b~_S*4IV3OJk^95URyp!xO*z_}|C;ws8 zz2Av`|E<+q|0%RUi?(oV0cJc&GQhSYOdqr~IvwqRO&=p7)dUEo9c=7`82(RtXBySy zmB#T<_ZE#(mQj{C7y%&+f}jTwQwIUT!zKY^*aSfcvJ{1YAOr!efPg{4BUHi?3?UFH zgjGvg5KXCoAOR&TMbWTDkS&mq*SWFGh@QjrOFQ!=A9Hf@E;sky_y0Wa^ZfqeED7*T zX97n-kA=gaPEbzGNJnG8o8+4BRqZGTA=L**(fMDS!Ia&vv`u2vu6=aw{w9+a2cbcB zM=_;3K4k9tBakE2GK7)(T>&dClKXrwjef{hvC)3{2kK(86ZW{>DaZfIJ_N4O%D>M<-$f-Jt{!LF>qAq1)aVQhnU#xt@Y&CEw)T7Zj36pwVzkq! zC?QndYs5@drK~w{PR|KyUlh#Jsaqn3{f=Kud2*@;6?o4l0v2@;DrX!2KE2EIpGLW*=76QrX zdP0}!=^~LNaR9ob74LzzBF-FR^8*-TC#qNxYX-GSpL>~!P8>rZrT8GJT#_olXgCi%Bx=c)7v&m;~f z`aV0bU`8V_N^2}O6Bpwg`&ecEhl6i0vN;%1!Z@VR>R#1Vahu`tjXmKwY+fPZ>4=^1 zj!{>fY_j%1~e|5a6px2T+yxCNM-$Jwr%jN(FcW&scgRQxk*$KAC zs?>)K!>5QiSeG-#p(Gy@2J_CUc)&jsQWqq z36`oqGX|m~84gIc>S6YV?yLMDkkC9Ki+@|P4(2;rU-j_0HJ=h9^uHRqz(KEr?>kmk zAMBeuber2lT_CsBHD5Ts7<+dggo-8RcY=4cN#z)&TUo*w%B>UU zQG2c8-}bM!L*Fi`pIeFwPC6g4`x)-C%n|yg%!GaG9Ja>1v<97T9x=3WfiV5b1E-=f zwX`4q(k}g?QZ>AluPpXrq4DTo znR&!!5!#f$ ze;mSd?HD2GPoMTX#CXKq&){<{hXz$TyEPu__i~#c#>SpLEn4yFzHooZb9#lt(?Rg| zlPvYd{*yhx86hBLI}P*dv-?T(tqz6Z(&9KYxy=pRMtCv6%2|_pDcu<&$IX?|82&ao zF^E1d$LThM=zxZql7eKNug`tO)p56Jb2a5gzSS*K_SmCzu3YF6#7dl1#{MHe;aJU) z`xw`_4Z^31nSD{;D;|^-qpfuzO!c>it7upD1|iY^DlSrUNl=ogGF*`KeV6)h3$$TvWc2txqRpswS~@jV&!&dSMy1Sb z>rdAN^}!{jH%pAw{hJ?Ur+^7r`G0dak*tP4n6V)30m<3ALb2cv*g?FEn92wkoB=B2 zx+I)^s&x+y1keo^kf~-ZT_F!yEg`c3*$AvXrW4x-A#?jFiI=?e?9!2!&N}IelkPUs zomTpkkv?Ii>f%4jib}(0^_CU7_G@6KOHF8V3LwSzQ9OYh(MQo{*c@zes))Ol-8EgYuWE zP{1iB0#5OeI&di)!GUrP7E7G!wd%Dj=c-Oi$iV<$eBiSmBBn^7dUjUVjW{?6Jpz!? zRmJ1Kvt)ahkF-C>`JL*>G(Rl7N;3gDd8a|lBGI!g<51MI}|K@*F*gpJ>(e6(gfSqKyEa%BuG$;Rk>>3@fGbCn_0W(kw2# zhkc@z(JO9LQibqePA@MbJ^Ly%T{`m8S+^XV{;4Yt7I_0Q7kEy=#Q@cCrKW7mAYi7_ S%{Q&@PKvmLZvi8|fAKHWvh3;r literal 0 HcmV?d00001 diff --git a/docs/source/data-sectors.md b/docs/source/data-sectors.md index 128babc2..49d6e07f 100644 --- a/docs/source/data-sectors.md +++ b/docs/source/data-sectors.md @@ -5,7 +5,7 @@ Full energy system models can be run through PyPSA-USA. This page gives an overv ## Overview -Sector coupled models are built ontop of the power sector representation. This means all assumptions[^1], including spatial and temporal options, implemented to bild the electricity sector are shared in sector coupled studies. +Sector coupled models are built ontop of the power sector representation. This means all assumptions, including spatial and temporal options, implemented to bild the electricity sector are shared in sector coupled studies[^1]. When running sector coupled studies, four end use sectors are added to the system. These include residential, commercial, industrial, and transportation. Each of these sectors will always have electrical loads. Then, based on user configuration options, heating, cooling, or fossil fuel loads may be added to the system. Moreover, the natural gas network is added to track imports/exports, storage levels, methane leaks, and endogenously solve for natural gas cost. @@ -65,10 +65,12 @@ Capacity constraints limit how much energy can be delievered through demand resp &\ \hspace{1cm} s_{n,t} = \text{Allowable shiftable load per unit of } d_{n,t} \\ &\ \hspace{1cm} dr_{n,t} = \text{Discharge of demand response at time } t \text{ and bus } n \\ &\ s.t. \\ - &\ \hspace{1cm} d_{n,t} \times s_{n,t} \leq dr_{n,t} \hspace{0.5cm} \forall_{\text{n,t}}\\ + &\ \hspace{1cm} d_{n,t} \times s_{n,t} \geq dr_{n,t} \hspace{0.5cm} \forall_{\text{n,t}}\\ \end{align*} -This is not applied directly to the `Link` object via the `p_nom` paprameter to be consistent with the transport sector. Within the transport sector, demand response is applied to the aggregation bus due to endogenous investment options. Therefore, knowing how much electrical load to be shifted at each timestep is not possible before solving. For the transport sector, the following constraint is added. See the [transportation section](./data-transportation.md) schematics for details on where demand reponse is applied. +#### Trasport Demand Response Capacity Constraint + +Within the transport sector, demand response is applied to the aggregation bus due to endogenous investment options. This is because it is not possible to know how much electrical load can be shifted before solving. For the transport sector, the following constraint is added. See the [transportation section](./data-transportation.md) schematics for details on where demand reponse is applied. \begin{align*} &\ \text{let:} \\ @@ -82,6 +84,17 @@ This is not applied directly to the `Link` object via the `p_nom` paprameter to &\ \hspace{1cm} \sum_{v}(p_{n,t,v}) \times s_{n,t} - dr_{n,t} \geq 0 \hspace{0.5cm} \forall_{\text{n,t}}\\ \end{align*} +(workflow-sector)= +## Workflow + +The diagram below illustrates the workflow of PyPSA-USA Sector. Many rules overlap with the electricity sector workflow; however, several additional rules are also present. + +:::{figure-md} workflow + + +Snakemake DAG for sector coupled studies +::: + ## Further Information Each sector has a dedicated page giving information on data sources, implementation details, and assumptions. See the corresponding page linked below. diff --git a/workflow/repo_data/dag.jpg b/workflow/repo_data/dag.jpg index af23fa8a3b2547eb99998cd68a943c6f584308db..82aaadcff35d1d62ea0b89765640de41618847ef 100644 GIT binary patch literal 101290 zcmeFZ2V7Izwmup_iqcd->7Z0WK#<--kuFUjbWs5*p%-aluz=E=fYi`?K)Q4b(mSDr z-aAOI3IAo;d+Ry(?tSmM=e&3R?_KyUk_n5fIp>;d%rU<28{>57bP{x4SzbvVgoOnH zVFBNu(-Dv?hyV`{9}kxRA0PkhS%Py!`2O2pr|&@*2ykg| z197mfg0L@O;atEvZ2&O<{lvxk_67R!g@uiC1{V*X;Osd<;DoaCAZ#og9PBeVxVUG| z0B3sxe+QkpfP3)@uQVQ+=6(FDj^un#!&3;DWQsme-0AtkeDi_Rv$N+eU8ba>W?^Mx zzsA8YASfg(A}V`JPF_J#Nm)x<2coN|Z(wR>{?NkG%G%k*^^u#qhv)MbzJ4!X`3FQq zzK)8Hc@rC#nwFlCnU$TBTU=6FR$lS0vg+ffhR=;n%`L6HeaQZS!J%Q))bz~k-2B4g z((>lk_Rj9!{=wnV*KuKiaJ~-<`1yTce>1KNz__r_oWVJR|8-ng*lxgqbKwl`6<)lH z(wg}99m%fpJtZKQ2~R2daF*%joi7v*oO;e(V&

+59@RZzKD!4eZ%JG_v0Z_Q$wT zAR-(r;O6060D(dKN9?IS=l-3J6iLJxCl5`|F1CGBs_c#V=;=9^<3}jHhq??O%bZZX zG>Xq|`FJKRtQZw!C`UMEr5e`vV5uJ~Z)2WDoPs7y(AMD6Lh#~cHuU}}XaFI4?U=fL zdlTJu;?s`ltvLlH8^QM{PC*8tYn)w2xGkq3?^Dojo?3uJu*u;8W)36u5N353*3GSc zym1ObDC|Wops{C9L3O8~qy8*8`o_YO6PVK}i1Fsnmr46}eJ9ui3~k+)8fvPGc>=D4 zg;Bv#y6_#sNX+pmXhjp9;c*I*sswM;W6G?06pHdrL12c_`evf8pSzO%OD{_o(}wy_ zLGaLZlUY2ApF4y6xtj(qnyc2QpsuEUo-Lf4KXvBkP9j9v_XJ=IGsiK9Sg}8MhT*4P zLK4Zn{vVjI4AuJ-AB_#$?9^pGT`kQimXExmM9!C#9B{X_xL> zsewVWDoS;^K`&k@(&+?^5GV45#Qo%j}u2Vrp)AQuvB~TdtdrE zZ-^IkL#9J=wk!MIllz0htDNa1YqKGOa&9`@kCNGFLe9S56+VL@U*2B3Y%s{}QjcdX zn%JMdmak5~*o$QMSIzG=yQnm(T%b<(ezK2$;_|^u&H8|4nrlfdyO+wKj%G3n=U+FN zbWZI130KzZF8cYV`P2F^Md6ms4VhM9B1S3`|?-z+n}{tdaT{BBON-S z&zLJn`{^pbR*Pb9IfTKe{`v3*7T(L-73itp2HPf`Mvr9DTdDDk5B)z%HgZVWSXk|T z_Bc8SG%o5bn>g=XCLnROu^-cFF!td1_WP}6U5q}FDfn{>El3eRMf0vRPk^|JY5IzD z7f}J%j{nA$%A`-LQ>;M_)o$f;BF*c936bFt0WcXfiCPG57uSofFJ?wwJ&WaU8cs)^ zBNn2y@3WAN^0vgO%MNbGUb4O26X++)80avreV)*?fKRIHT>-!mWJ{rep_*A1I16+%`{?4bn*_4 zE6?u?#((m5O+R?~8E)Snv!)#9!fRxxAM@xTpREZyS+qzK?Y-xpb&#%OrjRdabmW+d zty|WLsLK;CgG05=7XDj!s!eAutvX2262*abIsEPJL1W7G(}V~DnHnhVbRNhQ(Mhow z;@6R8IMTCj;$@^VuUO@DxO!v_qf_Tu`h*&uY~m@Lu^}Q4!U@B3)Ig_cAs@SWIc8X2 zDyO%5YT=;TAZZ1zdB-97gSF&Fdv5p(Jklvca&bMgyyO`eQ?^am!4n_8??=8$k9m_!D&?lvlQ_hY-SWTz zl+CrVx}LyNJ4(ju&xS36Lq@Xz-8^B#$4~jNQ*fb1A>aL_T6IL{beDPn@kPR=JC?VT zpsF-QRHK5)gh4?G3w`)EmHQ{8`s~Uqr^uA7CfE3Mf_9i`f-FV`Q9cp|0h0)UiA!&5 zeXpbDO&|0bsyJKh>5%zpFntJH$A6^2v_6^SBvd1iqwcX+ZP@lnVysA(*-1a%gNcYl zh$!s+G`X`o$EJ{W9D@UBdnmX95!i7z*Epm4vp)UqI%y(w+!%gEB+CQ81@ zYL?~}&MQTk=L}yiF>PkUrl@;hW#H0NQ1RN6A(M8#LsPL+Q2kOhx}Ypa4s<6}v2VJ6 zu0Nue1;VR_p#Zvi8#_g>dGjk{<%1Ov)a;#wd z7dwQ8&^&kkc)jVWS0DIty%(E5sGIN6>KwX^Tw6c0H6q9S46mZCz?tm4KEXOk&!J8( zI}VTfm+`=i&*BgR^sdE=HFy5HB5hBard3ROfv;M6nfwsf6ipMQONXHOnhYHYw_29IZHf zw^AVYMo&TK?LSeJ0RO2lMM^3Mb+(C<%l2EaNT>!6kTd5D>$j-jAP*aL>ua2Vo`g9Vf_tg%jMDfbYt!MaP zZt$tSC5TJMW!0XDTYdS{6&K%Hog*=N`ZN+bsdL1R9a7jB1@4CNLb!xWd|-V77#(=F z(%#COor4g0H|0-n>FT@6tgqa;@#4JjllCb^U>}zr4TKs6_ZU#Mf6myA1+%|-q}^JIigeII?MPTtWBXv`q!*tR)N zzIh5NErcyneUF}g4Qu{+kx1UQIz`PxC8Mh$^TnvG?K=;mIqpACNvwir9iC+W7NdZI z3zQ=X3>y5;zBjoEpVRs|-q9LfdaHl({_^YH@JhB5j=6tbSca$cJwnVCE(`QWmKu18 zJ`c)UfVY;dTxB?jfvS@#a@U#d5HDf8fA2UJ+y4b|nyN)VkEEQxt;X&Hr~W)Sp1h7F zj^M(GlQ4?>)zspkT(hFNgk4jejP5n#_E)_PvkUC#QxJ7;YSk5jj~u)ZDRY>G_4!j! zQ(bBkN)x`B)-iDZ_=~LYuGVu5>|B3pHc{bPW*|l~-y(37D0E3nE?-Zj*CDIt1I3f% z=uVXVZkT)%GP`R*>SB6$>rI-xP#uvhi0PuBjWa_mnP(a-_~x;g#!HOE?j@$;)|(i9 zEQFld;ZXy_3Rh~Pf{P8q_Q9QCM<(IQ@+6$~N^-0`Iqg8L;`nu=OmE6HjH~7OPmIqb z@%Rg2_QhxnP-8U(F$+bFRO+M-&F@N8>F*w+|#1eU4jZO zKy)ITOJyBJR%`K*NE)6p`}%l8*%PJ>VZfBl4n&ouUvgaa#SU4hJcj;Fdz?p0}fc>qV2|VL|&Thw}cSSARe= z;PFWH&y|YHfj5};B;gC)kXjJArre(&=LtSg0jr6^yw4`{c&}%nU!HVHhvel&x`9Em z_Y8tUCFuxR{Pb}=dtye4S{tH1B)|zf*smW4 zSF?AmbTHT<5vQP;>85s*ja#s+ug}KArULzH+prq0rK_hP-@5_s7E}S+j+nNGKFp~B z?4bYu9A+g7*q5XF$=yr?K;8mlOfsDxv|X7eA%@m{Mn$1&6;@(YwD;vWtVkWERb{3! z?bok;3;^j1ytdfNpYn^I!d{Y zGr+tI4X}^dOY>}%AvDpjEAdgpPm_j|iI)UK3Yl*#6|FZB-z1H)hN^N1n{*}y?c+ym zj4bJ<1z!nbwxm#y!WI2b;o6(7Z>ZKF)7&f-V#s5+Q;=l;qXE~d@(}aI8L;fAb~-iz z6XRZf@Qrw}rJX%6_v7Z0B@8S)nb`9mfPa~yDKjaf`5iI6^Vw}F!LRETRDsWpIz*kEmv>(&N}3ZMmTUvF6hcdHkZgcf>Y5w zy8^VHMipwT$P7OEp0DefK__~t-N1!aMwsvI#{d@ta4cgS2J$YlFEyZ7v6uNQwXbG3 z)>E})JfE>{L6yLt1%{9yz{Ros#Dj^PC+)y;2oTJ3}eeD zT<*$ngw=5hf`N~zpRGWU%oS#~+|#(?Hw)XPHimTNp9%Tr6rpQE)eCS8tTD*y>MJ2)uV-AEq6YKsyi{Z_*A}sn9UA4g%QlPC?ejhK^njmc?owhi)JAS9_~< zE?|ocI$|zOV#@4tjjW>GMEGQ?LpOQwcajNRAnJSOV}*jc`Q$DkcY!CH9n)7+Hht7l z4saKWfFFmD)2Tq(a=*PA>jrcA0y8N4b#MQ_)}4FdbCwO{%33^+oPGCtWGQDJys7+T z8Mt5DaiB^!Z`=sG*h2|&R{{8(iS=l^Dk2Aiwg1MeKVE`En4#<2Ca^ZLWI&EZ3^+vL ztA01qD%YQ6W&&aJwPL~M;aV*IWwVK8=2MW%DTqV;zC=(cVKTLPoQH?mL(^qXNWy;f zUh#;Wcx!}F%bZNs!30zg{{&YLLy>RX()+S&**Jw>jO^BB4>9WJw6HfnjCgXo+b7r3EMKS@V!lBDhv3r{R0~$y3lrW$t-Dt3iXP zyNbHjMHg<}3`(FEp_-ic5j}cp&ozEz$P%mCu9;rQ;3|Ke9K%AhRRC)^@+&jJ;L?^g_YJ5j5#qDlU_c3%O@Wx@=(Y$JV^r*X{VzKw@`g3q4`i-0UBo~S|%`)d@q zl47%mhYYzx?X!7MTqgq)Ov*Q&+~1ng1!vxrqN}Bt*F0D;9;oX=$6Ik#!^}tS7B`vM zxwYJQfOR-%P5iD)E3%Jv*$7}K{MX6|$Kvk3v1N>wv3=5=$3)Z|QT*17FbcHRB*MIt zOfvs=XKMB!M$6Y-o{&|d8UHA5G+zaLNF%^-Gz)Kmo|_Cz+Uolj%vG>3)>`Rk}exz~m?D zmG`f4lk{S=6VEAq2ATZd>PKgD7hWj|Y>(Ys#Mj!%t%%Et;TcAdbykYsb1^{(4ys7n zqwGyO-${gynPh-uu2lCoTkRX7TrY$Ie7Qlt9|2$?M-(jN0Ok7q&|;4%B9JM zOehwIK4A~=P?L7MA(R%!W%POSrqag&5)eP7FO7aK8NFXY>AHquk5sM%{7$!pf{iDo zE9xYc1B4e*R^3u>M`^ML1m5c_lXFY#MS!W1sTG1ZExzo9JKr0)x%5TJrmyTna15hz zyWYE<2kmMKIk_gomkszIkP_)HLCV(~l_GRp+a`&8>fS%msRuA!rDVeuNRQB~9kk^9 zk`VXe>nIfLC0hdhhDUC^gs_E4OjRq@$zGfobH>$nYne%-atHUnjw;ZUyj8*b5*5 zNY@QR)8i^jcy}qfk5a2GsMM4LJ~ngUU8QCBm?!0~k(@+hq!n{Gt~TqHAfB-^E{u=x zv#bXIwMIkn!e>u^I`LA5)PcmcS%_evc!#g%`*ro?d^GmBCi&nX4w-TJi6@W!!bx6I z+I$XWK^z9}rdz^;Dr*~nwCT3_vuKwh4BYKHEh_g2yt%P`vU0a%H{MymKU_G1Z2lVk z7_6%dWT~lvG9t`VoM&jPlx(V1{pat|x|K!c)eLq1dZ!?-l#^uuJP+R^T%otI6K`%h zDT+CQg{ueZOHFe&C!y5$Ube!hk(nw)S}97Vx+e1EpgBM|5JaUeLn57#AKjZ-X3CoA zpjGMLsoj^_-+qU{ehTUVuI*O^S!*ih7ox4_Gbqw}27t+za*a=&f@*^R zWCH99vhF{->!oNUPun^>V`C~{axA*FAAcN?4V!yyM7n)A;9C||n>tMyrC#WK(2c{h zb09zi<8a-F&}kn9v}qxh;MErpCphcn4wEoA!d_EfEg*7Ut*h#06#oQY&l~uNXbc)O z50FrBbg;l~+d+5rVsUOrdW#Qu6E&7^6Dc>AOEdceE>5pnpgE}U$9`JV+SRwRhrmaWfe zqD6~$)xcqh)?dPzDU3WbwcO{ik7L$b{^z#Bct%YSmgD2z0Rk|V**gxO@yF=PtOKfC zW{3k{kPC8-+#MO`z8}WBUQ2Mo@!4X`>e6;aEd9OsZ1;nOB^^v(w$-Sy!rmMFlQOkr zFTn9^EWJLInui)68E0KIBVMj;nu7f2I8m~X^cgd1_GF?&_ISg*M2S#>k(sW2^+O7T zzG(I_*BIhx2QtjoeF};+ct30Al8ha|{;xS=uWNQuDQOz3Ke)D|fhTJfbLqBOUnZmL zjml>5!bx1*2qbuRi#u$j6YP7$kbK4IHn zN6@GY@t95!F3@T3G8ll0{>0Pyf1l!}i1o+;$M31IY;%*I*;7Y=RK2sC9%8fesZBf* zSUEsmsxlW$it(^hkaF!0Bdwu`!#sHo#Gbzr{1C;u zH9h9YV;%}0NZHy|0c3C?Tvx##Yl^-->US&a%S##RUgKdFXE8boYlHiv`Xh&$@Ixri z4g;pD#5NseNcTa!1zgX@TBw0%WWaaR-<}n~&``pf21?Yoo-)bl&|wDw=Pt1CUBg<_M;`a2H|lcg$f|RWD=g$&k`B$7c5fGzXTqM^;$H zrboC7nF1PmH_Ye#Gc5dUeo!;_)yg0xqNjsM?Wh>Z@M2ks7k=X=>!DS!bBeAIKWV(Q z%aLprm`eb{bPbCr<@GaCnQQ-HY>iDg;^=B|oh^@t;cmZ)!n>PGi!>XbkIV5#0R5ou z3M<17m#1Epf>ZS%dIJde2L9DfWd2GmyAm6Ui=p`)?VP93K&fRi(TM8p*e7kCNviKB zE!Hb~OLJ@IUJDi3M0sE?(LqY4s^O}!wuK>!p%=Q)#2_0@DaN3XAAa7y(=G_HOUq;N zZO~jBtB%>lE>!0;e7~*ekj)1Th|{;{PLd%MOL`9f=p#y1n29tKM0s2R&!wY5^!-m- z8)+yX$%}wJLLmb1lo1m{JTgW-n#BAk_n;4fwZ)7DKxzs7Wog_iUXYJ277U+PC9-i+ zA-cw`AD*rg^I1(-sBSf9*X2VKdJF6`0#_duQrouK+a-I!l6G@Q0!dCmg3Ah(G5uW( zQ6Szjw|A!WaGO4cjkg~GOhkjfI=-Y@qv}EZcB>?=b#5-ZwnnZf=mstqNY);To4e-6 zqV6C94p#k}2_JL~rW*Chcflb+*V~-HEJW(!r46mcP;2%FJtGC)L~&^@D!X3sMIcWX||VqV*1780yGP$Hkx!@kxZo2oov?qvlYFszi_IR%LzME~w#|7XhvI7B8x z<}U^45Cx;Y&O>sXG3%7AonBcUd`ubka%iAK&e@i3l$a=uV|^6Kp8YwUSNgQ!|Wpv@zmYfIEb za7>vFW~k0iOCh1~fgwY0{!*1TY$4dabKO2Z`xse=KA<8-ukj#(jy$zZ{#=t_(GQ%cJSiA>YP`h55GdK-?Y@yEj;rl zLH0jgk^yz}5{;GlO;3GHJ)9b9uJv6i?WA&8&qQ-w z`bxQ?YqhPCu9httCDOE{n_tFhEUokubHAU)kHOb4AEBG5t@VS6M<8cSq$}LY_ij)XnCtaT)W4-$p>&V1!a(V+F1sI#97>~!6*BcC%Y^m{ z(yPPZJMN@oI=fe^ZU6}vKB8DgOURrJHuHn{vU8pSZU>a$k*X{-i0!+#&G2)>zDMV) zdkaX;d8|lhO#pZCCeE=NF#E}8PC-9__+OfcBlaJlI_bahKg84^1vrsQ|p2dhkGg3o;Fb|A-VHmmn`t2Lw3Rm?b5WoX|WeI+1O#I!+ zA}VMFy_(QAYPkkY*m!ar?5xM=!nEEd`N%1|6MZkkpauu*KcPcZorg#@`>r^y*L+o3QfEi$Lz0Q z1ORI&=~uC$?7X0R)nWD#z#`=P{A^`&t9&PmORYpJr|@&~bV4tms0wKD&ZCB=B&ce? zhVTZxs~w0+5050RDj82S$L=3i3-2e_s&x>I9DxnGV#@OVG{z^6;Ey_|nDTn}3`Awv zXsO`gTUJHSQX=O=7`(HbJ^5U@!3&|5H=VTJvv#Qni1+%Nl6p9fhY(ZP%EZd;Qsj{8 zp5fe90lw@Bj}*1b-++K-@E!1ZoL;f?rV|1fKyT#TH1rRS>x8c`Iso7<{L>bKz+8V) zNjEL~z7*-tQ}C~PpN}@^$*Lgx-0&rFQ9*0XfE>^laAwq$D!sfT`AuKY0{G9e{p&VI z3XI#P3|%M3kg`9Q7W~bKe+FkLf<@;vK+MR zvMXqrS~Kb%-w?J~M-u^kk+fm#`;ZH2TEDt{bzCNMvob`1dGdaUn67ln68SK52qj9% zSd-j5HUvaJUo&plb-@}H>IdB=^tUX*0wsYL|;Tuvx~&d}|vcaY!C75%{N?o*0^0wn&DqNzsi_EF9JQ zKbEDh@XlE3Y2LCL=q|EcCHgq8duKwB?hza144cS8kgnr>N0#wKTj%SnR4o2xmi{d= zQY_AEy*}49jd1s0J(k9Hf36j>-mSkR8t}dxVWXl#KNN_4{0>|r{C;Ing1vrIu+r3a zI?=GRBBD>RT5xYKl{B^`gpaW9$)eRwAFTJ{M<6%d%Qy5#S{$AE9i*w(Jb^$}ra` zu^T1Pm$O*m(u>LqSKo;hUOw718F|npfdrklA%_!vS*)`1L64LNlzFn1oT0@b(9g1zAtJH*i(9tG}P+A0Ss6lk)0EhV#5UmpPC!E=X`z^?_%}EKWg2WTzl$a;)n@ zH;g=zZuPXyRR-_funiK;X_ArPFxaN?R)_RVZps(hdRW@5?lzH{bw_OZ@%qv1KhBpW zPNQ>7SO_MT{XF={;6#348Cs2xoavjBf6Ga3vqjLXU(DCq)Ez>w52D+pXhuP)Ywogc z30TdPm%poyCRCJ5v7DEp%p8siq4jMc!j}g*5Stx11IaZ5-283x#j*MJbDYfJ2Sd@D zi6eR{HS70eo<}XPQGNz_vQVh&Rz`Hm)mOcEdR=f!F_wzzoFYc&b76qM*wxv|g%o_Oq7Gzv1 z{`D2^5#+N^N$&XKeIpIjg}&kdn11(e;EGrLHP9FVWV^1D*_Tgrp)K5FSx*B$t>>;s z)U!;X(kvOT z&5BzGH?_N6nFva9!Y>5Tm5hEM-;`$VN$<003x0$5m?(kdfIf=L<1PZRj50XTx{Hhz zAoRZ)1B)Z6n(*WPxOg{w;0!#_7;chT^T7B-2M*YC?5Cc3Z zkj5*21R`WlBc-TNwQX{CZ{^yz69e#Iu{<7Os8T^iZLOG32L0Yz_AmhQK0mNVKY7}?ZJ86b$Dq|#rL<@WK0d4u_n32_; z>zC78?A(=_>`e`pTbHR6Ipn43mWmr9<$Ib_!u<#Y!fqWg#~Swz70tSZ_y}fa%JMrm z6yN#~UUfnJcT^Eig}RNbal#dua{>j+hS#<3b?r|&z3_r13?!Nr9?}8)DGuqmw=duv5BgYt2P7PjlLPiRt^9xdS1yKq)BwU^1>RW zaqS13pb+cXn+lHS+Q{(asm^FeRaxbw$+D^wSw<`sS*>LnqNA^g56$Q_4lZ0Lm=$76 z%3{s3B~$ehYm+Yt8W}HwzUfj@(nyDYkUHT&lfQ3A)`+F8kfk5_#oIe`aKGPTRU2Kf zk{FZ-rQqre&Kx%y8XeV_WgZ|h=x^OV%Y<*A1$rU_q!v)c#k_R!e&7Pv=(Alnmm8wL z)iRQ>##XgZG@YlG#2VtJLeUf5uXa`c%+qIkox&%1P643gBSAP<+2}=sTRr1S^P{Z7 z;a}3&Fo!0s8LEOU7uRs}<#=doKNim_EBlH)T?qr7aP*U7h2s12(?C_?^<47I{FcES z=4bc&jw@FxMlu9fFc(A1l=jqDVI}M6iTL@AraIy82^RD;J@x`v*~V6nipL+PxAr{K zD;#4Rq$}yoS4vyzZStZm*Jz>J_UG0abclME`%HRIj=?9dR0EG;PrOQ?B5EpLLU5wp zY5Q;rEG1|IW1i(bTBsK)=FFn5;`6w@f;YVxVyK-Nn??u^?p&TXooz5g~IJ^ypnP3 z0PR8O9j45FhGaxsYxi2ZB1?6`18C;BLh{0+v@t!7*fDjBaEvk=$RIn{J4d1V1Ib5v8^m(1rm)|a}M z`J+_3bQ}ZokkB@Za6WyH_mb~g8a*FnGpm!y-Bhrw;zL~; zq(sA!YLV9VM0FmoGnFDs819JCkL56biFrAXBtD5#%`>Koo@pO$j#9ig(^HHuq3$`H z>ccnlWj>fB51mCHYg17jdoua_O8mx+Rm$1fT@e9>6D9+l+R>`u=ooYQR5x*_Qg>__ z(vBt>=N8(8xFG;V;+h&E4_}mVnp*)rg<2ah!wKBDNl{SHyP(f( zF_cuYC-iMy(x0I{QWSWxW{8I$hi^X2;OYeT=NPAxehP36_RWm7=CVoFV}x8U$~spm zB24F}F8x_QISlJ7fAD^jLC8RPUr6QYLBK?T(`C%)=EYHkj;Iis3Jd2Yj2EfF;>tPo zxI1yf7{7k+p++9pBVTe&!#BW>?|X{{^fEC;vLAT2BryOCKio%9H@`%S8AX`3Lq0tK z_(qKLkp^CHMimOxbZ$qpWmlr(Z}3s9r~+6HAR8-K0km<&e^3M6|0T#xQOf*^591f< z4HY?%smdADErg>rA*!f79OgC($*65`yOCccI0w#9LEanS|DuxKX}3mRRt-bEdbCfD zRU)TwW^?poal=S>uJSiTl9SW$PPp`=wE1UJFdU4WHB!g{o!YAht4Sv@^4|hmvtW16bQM zw`=+`tXwLwfe}Zx<6z2ex*4I)C zA}l8p;lV!xo0%<$@dn@7US=ISrAW||s0wXY_~DtZ9fo$z)m+%Of(j%`Fris3s9_$lf&CDpd_hR>IYdh zKETLC6SI27`&RX{T&&s(D;zTzN)5g5<{9C1QV-g5J4ghKf5CI9A3hDBCe3lpF+iCq zvGbrm&vxTVsNXu)p5E#-we_rJrlVQWp3ooQ-zD_UQsB9NRhe99I}dJ!EUceFU9i1y z3W|h~2&;NK*? z=yY(n_r^)5r}_nxk61CcB5t_j&Nsp~QLw#rV0B2H1u`!d0MJ>>AkVsD!sazYNrU6L zq=i91Nvu4a_CsHMx0j*0p5bpW!3XXyHNxJil0Y~dM$9`&>)VVe%q@X>ABDhCi7EZ6 z9To#hZjhp64=)4xH|=@o>RebiHtd_UppR+uQVQRCpltY{aBD|60I?3r=>d}Di^1yd z)4h}1i@_LJ7x{0WfnWM^iw8jZV@ZGQw8F1V!yU~Z_$@uq;ktdyL;PP)_^b0R1Tn1D z!Fz&XIzS-aHyL{JC<@`42qk>fV*b#xiK_!cwU8*1Yn{+3oZRT%h8tW&b zyn6^wLE`DN8jF=y*97Ye-sfhoPy%sE!MrabUl6i{TXiPb^ITkUjGjBCLbjne7kZaU z3j?F>@pI2o-Bc{7%Y|x3K;%`+*INL4^x!u;$Z0Z)j&9Yje!7KLR}NGvKNd`+WLkhF z)@1=4Yd~S{DJXs1KrbX{WMUEA0;C50tu6Zr$<+TNocRyw-2YHMog5VORsLX=7OC(~ z=*Bgu0=Om!M*0q6nW2=b&vdW(6JvlgyDP_g3Z^skyFnSHhPCODrq=*~vg@W4jkX2> z<9R3IZ#+0wB+%ou<-zjWH~!k*Ftq6w!ny^hEu%1CvkvyV-7wL2h>1e{5`X<^bnx4L z`VYMR<8j^32<2bBr%=#81%=%Pp6!#*cXLI%PM%pDkLZ|nd!`6Pl0M*aggl2at}1Jn9++D%y=_KfEipvAY$h7y3nEKiIIWkBjTZof}=~ z{n`H3KSVJ3!7>W<)yASYz6|`GVx-CyId=m&?|h0ioD23=WsNnn<=SSu+3cp+G}!CI zB}XlLv5E2{`+M>uz-cZnh3yUko5ARJ?v()z>=R2-qahwvssmK{g13C*ToQz@Pgt1?+RsW%wNA0xRMXI**RTjYFFpJDZP z1tI*Au@3BihMKC<*4pq*AUj=(%+C{Pg5TY&$Qj;6kW08kz#!+==GC zs8@#>VqJX|fTzy!lXXq5t`2A=yN-A|M3R1V4ip=!OY?>(fhZ|6`dwSCvR7WloAR-j z>}jb3?V1zIMc0dsu3uW~d9ZAWy*rQvwF+nUso%dGsUz8wGXZO=kwGz?IC;+;=(HIN z4)oy(KZR{nup+wgY^eFqVaz`XwAZ3!o8}BSQnWdIK#RCszX^-Jzuvh>eo+lH8>yo2 zS=z;^ko6wsAv6viGXRCO)2VAh2N~YIT6;nNeM2A0p7iCKR5Yd3rler`24hh~r2(5% zJ#YXhG~(y|`#Yzv*9Pp#-U?RJos*m2_GF3@4dW4(xsp$8@{8W22tZr*&`MX0aA zT$~6v_h=yT7krF@e6M>nb2wF(ekKD5I?NI|pm$8vD=m)??OWsWvaK(xn6lLN=LAoH z6zg5KF%;bpNX2%bB6uNvCbaLU8@KxG6{v7D6~#wJeEcj5^H@z4UMvOXr2a(7Kpb$a zU572t!=TMW$ipm0m@WP=w^@i>WY`Mw>53E`7e)J$XiLQiZVM}Sz!+eb5XS6RUh{=X z&t4e!x%AW8A`v{AUNsUYyWKShra}|jF5Vd(mAl^8+F6N8#*`^EKt{OJ5*02IF#z!V z3XEgyZN)LyYmJ#GllYZ!fPeWL{mNgpA@XT7dSjUx1kJ}K?CTN$D+%p0zN9!zYp!?i z`KSgKZQyn2RoXlvAjc_D0M)s!DyS7E>8`Xc0q&}WYGCP$+OG?U9ovn(2#~DD6dCkK z39XAO;OvmeYoirTLD?F3h<{*D{5z}j7oYLZ-$Mb+^m~ppTWW~X342|&A*VuYC6h0G zR@t4tovo&|iu#&&Po(T#i8<m!1|fy|*<# zu4tkZ0}b-Vz%y($|0sob{Wz8|=WZ&l@l}o78+fN6Oc~E!#y%R`{6_&k#7_nIO1>r? zTARSSSxtVF>ig%PsV{V6Stv5rqU=r5dk4@Ct*-tr9dIJdYCAFT?l}@>IOeiMnFz+? z$8ZI=$|bCuRs$g0vS`n0?oRgCz{O(JZ+w~NT}`tYN$n;Q*!dglN^K?8D~5@yVFL}K zHxPQPDz7eDcIq_B>2O5Yezfj235}!nreXn5lc1ly*$}IU@ypS&zS5EUN4I%6m9o{q z9=wMNsenU1cN;l0J}#Se<_L@N}U@L<_H}Et5D24EoZ7a*uHvk_2cK>J{ zh5%Xje1C$m;&Tne&eW7oPt(hTUwP`}ahBGW>qpiTNswmfzM|3&EC^Gj=Bj2!>>B8`8VT8i^~jYj7|YTw<~*RN zZHFlr^o9X!WUd93b^N>%ppteaW77?niXNvuUfZ9yuW72E(o=SNU3sPN(fwFfWTvolul_`5Tl6}OH%qGh7-cjF+*^Cy6Bgv_= zKz?y1n!#a!(e#}0r-p$Ahkd%`wbB)5TiTYM#wSVrS3u7QnkD4St;|q&jh0rQ=!ng9 z0S+M3E+V+Yx^XnB?NaF{qWSI#15hfYR!-WS2X0OjI~QiL zGM@GKUTQeto7}|J;8PODj;)O9UtyURZT#u?=kY$wcG+YH`$t;(AMXXK&i+diBfSO~yxH_0=!p{+5mYQv>=a zK*W6Xx5rWb^4@p`V63kFW~_d08J23caZmkT-1SC%`7X~97NEQQCP(|$_@PZ3OAXO? z``u=Q+D>y?v7R@UV@YT_cu2_rKN$F|TT@g~@AJu#(p7@gbsxXXY{|JJa~WT;%4t!4 z#fsDsC}Je}+W7PEvxKD<`OF-EX}$>rPI;m-dE+LALvr&*isbaqE04|@j-(ftMog<$ zJr~}U@HMxJb2fg5EW0qT!o~|wvX?8!dzU*s%goYq`VQcuF^=-JjzS%_>7yzP583Qs zvMT5zz=7<(_(NEldu{B|**P6QVl5fQGcm^W11O(PZ-+^m!|AA`P&(g&|0<*`YP+1ozX@1OgRqKiz-yD!bCs@ z#2wcxZw$WTqL=2V?f#1-L9g1#6Ia6iq5OS~&{kzF&!EObUy!3lU5 zSlaJ(2o291mQ>v)t615BwR*~(lqQOb$Qlo;h;>jDCQX@|)9AQi zMHpRFbHG<~5=4kgPtz&eGATP=iuHD;LzWn++NsU?$;k~<*-<_BV~i}t76C%A4uRPa zzLYWTYFpzbD#_>L@2cHhUmiq2RPR4xjlyZ8eKg4ouMN8aimVV`iI8_ho#EteR3XdJWtSoE~X8QOZD}Grh)ybd(InJxaIj6Z2~IX~29@T{`O|mN?}l zH5JI~)77Q14=bYFm;-xWB5o^!BD-~kzU*Ue5nsmCHf;;wA##=n=^5+$_>bFE*z@@h z*2fC2@OjL&`;gWMCU12rE?gHi4I_!`T%XV=ezw)C6Fu%epqPF)B;D-7E`@-HpzpNA z11`c(M}o1mJ+H*U7EZki5A0M*ax@6W-)WXaA{WX<#;7O!%TyL8pBdU-YxJi$=~1y? z;OlIk%ocmuw$+XAA?HX<`pPwDU0lRDd(=Rpy!yeQiC} z<7XxJVDEK8r;ND$r@`lGc!-uggZmK;)D5A8BLKOYc9qHuLi}zPvvS6iL5NNy2QMYh zdJu!vZ(nFL`&_fiE4?h>A_C8r^@^;Wm=CcZvul&uYpf-k6l5OJvm0{e2an;a`!Y@! zA(}@FD+Xne$*?8>72h4J4=b>SH@!?lpY=*J0C<;(XTJsHX-Vc4Pv>D(&so#+6ZM1p zKi4I_+(_IqEe_qX#5xkcZW^&?zgvM1mRrL-iON#Uy&#kQ9tY%k=MMt(C+8l>mI_=*&D>2HeDmK3Ea%XBJv%ByeylCavA03bCx5~=yi;06iKyE)5(SNBL?uf6)CFy+2H6Kgtp~bbu71oV-5iL1PZG@rac9H^&u9}>^P8k zCY#{+ZZfq@RZOb-zWP?Ox+&AgMZC!Qq`OK~Z;q0p5L^xC#jjoOY1{_KT&xC}*<3=^ zWu0rndCOL2eqf4`0*H~CiO%B3j(hO318w~-BC_&g00a@rokva5^YJ;T;dxF!Ct~|@ zWig~GZcBmYYISammzjpd_?PZe}$!-B{J0H&owS((BDMs)TI_HRay& zf5?05u&DOFUw9A%1q4*O6%eJnVL+sXp}QM~kS+;DL0Ui%=?*E0p+mZR7^J1UyT*5+ z``+8VpZna;d(QQozmC`CHM5*qYnC%>eShEh#KhMv42;T#CmOA8A4#VOHx1p#TBEGK zpBcu4*~}>5noqH(JP*e4FMYj?m1$8K&mXCmVIJlW>Xt3to5B;Lc*iB~bhAbFOCNav z(f;DCubVcg% z+J%}>H+h^A#_Zrjqq8RR;MA27tJ9V)8q$ESWqg1$eY}EMO};B|+(${VCz+AAA>fiU z?vHDq%QSG$$Sihdna@94=IevF1^Qwb$n}Fpa?3mfPk)U^`;Bs@tJIdfgUij73E2;y zV%bcv$;{hmW6+`m-L^N2?(MhFEb}X?#?wWbMr>EnP)7i9C^`815$iob(#*Y9>AvVO zDS3hs4DaP|v@O}?Kr%kpr|%Xd%lRop?jdp|@NIi$+Nxj*;cb)n`Ob;Y-C2^uycLSu z{hod~(UAbGl{N_9mNq>19Tq41SC9+s$g9rIVgbZay{|;HW@#;)$sWOqGj07OL^P%D zDG0mv-IKA6PX0D4YtsHQhrD&y374gqP*1%#8uG{Qu#>&`oCbP%Qg4TbJ3?}(DUt}9 zq~`DV>eRZ96cv`Aq6b>#c{u5K6wrR`6O@?}F?f$U8_q7aCs{^INZPtDVU*ElV(Vx| z7%<1%$t%z)jvk6#gu~u1Bm5Y(zCf7ILxc`Kr+@c#SA-)9GP{!T-T+dvPYPL0zpssB zBh@B5*SM+=Q(8V$`lBPN;LDAJtRI}6Z=;gk(N*qFt05AT*IZQB;wD3qO%tEPjETn;=@ zl)5N?dU^0j?*5?j$~)zaR)L1bxsSMDC?Q^Ca<9@JV?&;kkn+BF9G#d%J!3nN()M3zz$z7qA#>cPlo$o^$ZV{8{Al_5iR zF|hXDF#!$(iB%WScx@I@AOW*AukcUIG8_3(S{9%ZMqto9toc- zVq`1n3O5G9ROUqqxPk9gOf_oYm;%&qqkKHyfw6vG-ClquOXIF)m& zeIZ;yP@S&vGQ85@XdN7nAgBy1K8w?s!5ug>KQdjXsv6z2!`Qn|<^x97AOM=)wsz#$ zfUf%Tav{&Ndy<{g#CTSKn2G+Il}%$?Te9J zw%pxTW5)32SQ4#f+nK&cdnMsAAZ(P-6>bZeHT+o)_Q&sP&fdzQ4bbA`P$ow7*L|CX zdWs}0^l4Kl%G&HaVryce&b5E^NF})nv_KW%Iq^{ie(3Gh4X1m36)jy;Z*r$9bcvGb z;l2XDUFJ%JETHLCEIe2zJ|Ct!u^rax8J1Dgi=b3hFa0o0qRuj7?7C>W>kh~i145>$-g674dyUv~mp;rjew;>>2KbBO!{?bZwOQ2%d~oWY<&0mjG(&C#t(1!MS1IHDU`W^YAY z&Pv|nUwP8q0gb}N1}%V`xu3SQp2NSaPV|mU2#4qAlCc|pdB2;-f*&}2z&0L>X0mgg z+8(ES#XU@ZOdHP?Z*%5Q1{!!3{c0Aqh=E!5-~udLSHIueXz^-kze9Z@b78OT1(sJH z?p=3?5`tTf#HgyYruM2AogK8V7LKz}4HAY3dF`UCacLxJohGQ%)JMxfYlDm$Mp#&E z?N&w_`q#V4Zi<09A|H8xLUF3+CiK&Ct&nKD^Ie5gUEW?$tjSDL_hd;W%&4ku4CU4c zgr6|ZmpVzIYOal#x#2~ScLaDix@ltS{3H;uy>?@&!-2cJ>ggx;&aR})q|CQyp^5h- ztzH7PF6FVo(P3jJT=i6|F9eB&tVsa!8LeSs_mGnyGn9*{smJyQr-&IgHbx?YA0Pvu zP#^2Q21%>VbS`CGdZw^;J}#ot-ot@qPPV z%G1^7#3?<9729vWb@Lr+loxvwz!6BV@`Bul^6XiC)NXw^1E1|Oa^4qTBE;szo|F;f z`1X`@v`p>Mo=^F?eh3pgK$f3^Fx{ajj^ERH%uIYcvU(gam}uAW|9LIlZ=MLq%3X8h z$+y{^Y7=ZFN#766Wm7vg-J+$G^z@&|-QYcMP3HJA#5H*V<;(dJzbqAt%N-;YCaM&9 zh4d~HrI06RcQ9;N~=9bB`*SfMMYHCv;R1%ZKefH30KS4`wGP0a7<{jH*E2YdZlNimKJj`A; z577JDoAPoFqafIYdnoM z2cby2-slIkJAkqc?ZG7MzPpN86#zV~0f48Ul%1X^ylkV+2k?(EY+jyqk~YFAS(Ya&6%l^NTZ4b8?Ws%lk1L3$%v z8-PHYxO+)+jz8x*y(dR^+orSjxi!wyP}k12;j9SBk#tyDg`6}3iyqg;&*45ulxElD zY;^rGDwn&Ll%D3gzkCHz>o(`R_W5t^J0~UWo(sXRdz!V;6TB#vVxyrqTO~pr9~x$h zp|Pem3E?mTnCX_-0rin#GWi=6EM&JbFiQrO%@iQ0_I5F}NUBoA!-@p`kpjD7W96)v z+lsfBBt00ve&5rT}k+}=lGq}Zx4y-0XXiED8BJf`Kn>bYe8uQBgU+Cs>6L-v(6tNzcSqR&yxTU zxg35EIV%GT-sUG&jk$l5I>ZVz2Ty)tk!RO=ohht*2HeuagsIMO15R`d&!DqJJ zdHeh%rIuB;<5mMSSkdk>79P^mxy{Hei3Swxf3wL*y=UO}xO_mxlJ# zL|j05&3D{&)>unuh_D}ZMetzEtx?-0Cy)zzGsu=}m0Hv84jfAQohb{Gi1I>)D$H6* zY}kBYZtLN4Q-Q_E_o(q4s6QEtXiQv*!)jYxVuXrnV<}6yWh*6d*>IulbZ9i~=Z%kF zNl?7~F7thW3pu*w_#DnAH!p~VmCz|(V2@{;TOjEg-AQk~vZkWzZX#Y&3M)&Hg+aZ< zLfl&oZw0VDT}Tz~@HqmsH;v`yaB=#qZsxBZ2i!uv72Weyv9*l#A~Q;QO-9IvCfGbe zL7s$Z1Pim17W*^Cb5^PtI{+g7U}P(U=(+9uth@NMp{eZT4M$vq7}0agEZey-D#+_4 zt}UMa>6~}19bMQwktfpIjhnlS0NG&v5Q3sJJ~K0A(3Ioh#$(>GS@D8H(%9tVlvWV` zSCF$Jo4}Y@p1Zxo=u)t})bomJ_m9Tqk*{5kCcHHORtR7xqE6}(R~^5olNxWSew!Re zo100^$KT7xC58S?9hgyvgeydfXDHLbE`m?>!teZ5IA@}IAHema`zXQ)mtI>+y&^2% zv42$%q0;*1))+SwylH(+GrA!OVRK=Vj6z_qaE#X^%XIRa$EkwN99oI-uut(Xd}qE z-kxlWT=;R{`2h+z)KlKno3)Cqyzhr!7x`Kf=T&1JMp~b>k|=)8FxN$)!iaM6@Do;> z7A%i(AIlbO9^9&2)=S>>^^eBe7tdi;iJ+{-(0gB;BOx!NMEeJbkt16-kHv*&?c`??l!vxKu zjL0k*B{rovyjD+BP74Yr(cSFV%y!JafGXdB19hx)#bs?1EgJ>?VsvCMKyl!R2q;$p z8d_$)<~rVQz@HZ1fb9F-JhunP%QDU~ z$0;yGSGeFmRhAvTEYveEVCL$H+&ixyT zn}j1Ll#Oc2en~4C&^%=G0?>DZVKy4VSwM8j>&xnQZDaI^-S#9u28N%>NB4$h5=RZ_ zEc>=TUu@ZTPQ^};EWVa8QTKA=cm~;JSJ#a=#bUd(emf9wsMGh%nh4-~RC*|zSvE0g zY)7w4*&G(iGW16?EVO8IPxpr;#;XXGYR-LAm z$LyJ+!IQnZtpmXI9)CFNiP%o4>al=iN_L+ccTA?D zjK`DsxyTo$PM1-mps3*jEb5yt;M$Exhgy|FN>dxcv;%WYM_DKps)z}&0A*M7- z+ww{G46EU#7$Q)2+{DTh0fxvZ5XHZ!fEj_ro5i_`v_+4$qm~hZi{83h!M=a6zt@hA&InM^@^Y+P1te0-M+%K$mDv3c zgIsf&9A5}JX*JLj(?-za^KorDZC^$!4SyQYX;cqc2={+3;%S1252>PoHF8MFE z%79_!4LZ@@uLlb!65Pk_CS9)iZmwu&uQv8SN2Gq{NhTWHwB0tW94=I5jJwSH*n=kE z{LSf7C|N)qMnJEWVv@EN4{be;4Z7b(_AD$)HiOMvAM#Wb{FcWaca4bj#mF+Sb`6(~~8^L;69(KCKH-H(&1rA8>8DW21+Vnrc(XL7T-q~Fn7L6moDaUgSfzLx}A>GL9-c@HqF?g@Q-2KX&b zB{10*p$=&O-ekdCD?wT@*!Pglj6QNd4`ba+Lk+kn^xQ4P>nqADtA-0H$t1?@k~ME| zQ{PC%2^J-xz`4m`k7;>-d}6#ObE3XJd+rAQJlm{0uE~`1b>^g4I>gn-p9&RxoW`@q zb=QV?oQ%y}X;T_wH@_5*#@G{NH5y%HKy2I4h1=)iu>UYTmGX9W%y^P^a3Xo!EH<`f z&-RuMfexgcP#tg5KPd#D9zizLE$ucFg~*>svO2#926bVfg>FdUt${0EgT-s|5t7No ze!Dm4ko!N&Wc){Pnc37@6kSuzmyg|XSBqem4dvketjBQm_wm(H+;?Qbv3hK^o*8>r zmPj~&7EgWN_|wA_mRnFCrVw+@Y*F{_P1%y$IY$G4iU9cQDEA+4%=mM1O8EcwI|D|G z?_%-9Py+x3pOh>q!bYx@yP8BIA*|r;iuJJmNGnIT&Hc=c29Y~pGv(RVYZdwj<0p)N zgPMuekJ6tRja;Vt221vXV;)Vbw`@mx+}d>aJvf6OpSKnCm2?H@zolI`%G$IRUI({a zzO|T=W9ICNo0^tcnM#=#CR)?xa!IeqQQ#U)=PCe_70u>fgCBZSU{wO}@N#2wfuD7X zjsd1cqB_jXvZWuI--6I$YZL>(msgDHf2WT9|IF5b%pE2AX>{|DbS*%%F35k9qELez zsJ3Yb#KVQJ@{RKiwCIki!>WwBc~9g)TIprZlVgsEj|R-Wy1+OG@8~z|Z|BD=483su zNZld?P|98|9B>z_ag#wR#>-81B0k{)2yC|$D2(hh9vmy`xq|Sc^37?=os7%TPt3>p z>@8uIhd3OVeun^b&UN@+fCmtjxv9-rH=j7=SWNqBUn_w|{HX*=_4|hHkeJB7Jb3@- z0aQ)VdJREXT^Z8B0JQ=m@$VNAw(Q&!)Bi4IF7i(1=`jny5N|{Y`Qqu_8lVdztC+t=#dU? zFDkX`(x294Vx16e=r}8hWeF%{mv4;a12v_;QmJHA`%iv8Ags%XalxrHOlvW0s#W-H zaZ=XP8y67RPE9XM;uiKi;mnie99_ML15avy-kreDJb9=9jsb8oDOVuiy1oX@*efY* zuKQk-qV575yX!|ljOw@7|M6z2vb>*SRDZZJMEV05At3ES|HYsh7HQ0te7iWfq(&hp zcP$h<`xndP*yRsd5M*I#Xt6%~oW7}tu)y4aHx&PRa z&9~wRd=47;6Ls^~#(za_(O_KIs{kWi6IbuIxMmkxpXE3Nq6O=>ym>iF+lsDo~Ww@syu zt!ViqNFJ4OeVf@|J9-kpx!;^qdQIf=1PxWbwJltDEAVh(LwV@G8X*xtltyfi1brDC zI+w^@RJJr8XAXOEm=VzR(53km76Gch>?~=Ziy|`I2;Y6H*`GhwgOIg~<5}|Md^V7ypUB z_UI3gn?prA{Ax+%qtP1DL5Iinh2|s^;TjBM8IqT`nw=h-HIhLrV!nOx1>kGC<>_ec z(JWm&+_w%3ae0-i^OTz|s(H(>(d2bTj0tiq3sR{JNA6uvRBv6{fCq+)wXKd3;wLf( zZmx^*R^NUm9+8RM%=&jLyczq9E|tI-XTyKPTS2XZ-Sk51-%7xw0Jj!)-`{~+fcwi| zz%1a6EVX~dndWG{`nSA2nbINa!-l@AT!2EeXlNMWzhstYcW!1?ULM8y7%UCB6#)~p(?yShbY`nAtvw&3(p>Ot_bxXte)s`OR^EToRY0sO+(Wca!#{U>29V%`BIU@t8t63)0KYzjZVdv#H<@trnRRmE5 z(#8a--F8jE`0U5M`WZ2HJZ5sj@p^Vzh^o6_5Jiof|794D+fEtkx;tPHQwkf_Mi66Y znPDM)WkIlPiAAd~kN796t{`AU;V=jUa>g(Jn=rfjUpN+R*l(Pj!GBBlz~^Qptilq) zu!ZYp;2_~wB4_qSU1a78v=DI(Mn*+g)Qs;Ime@tx50GZc?6r%an3W5~Qcd68??)6( zhktlU6@)B$3+!6s<*`@x2;i=0ABKlKY*HIXDErL>0N~asGIG>gU!+? zTQmNkf!!2w9j@O`9Ys!^WVi@Cjf643>QA!qU5f&|TI@18v!{S2E2m6W;#%wv&^9J0 z#{v1aNCGUqE!lCM`}x3%Rbf#3^0j@2tHZOgbq0BnMZIwe79V4_StW!Y(=}*c4cdd{ z1#itezzOGjSO669NVDUZ*3@b3hy^MS3Cl^nCO67cUAAq(h}^slo)sDO=z(%4d%o>@ zT%cBqA&4Q&qpN!j6d6x0WJNaA(|=vtc%Fkdt`82>J3s%bQCJ|wIIl1c2t0E)!27qa zU7=I42z~b!?16Fe*qQ3+o!=;(e=-3G#8vB{md_Lq99X;kTquvs*VhFFUE{B%Nut+O zxhAb1#jW#-pA;hteXGh*>>*`3j1m#~$$Itj+UcdNESU|7-^O{V_7O@$QduA#H(TR_ z&7u3p(&1(fmr{f3&7afJ6mI~)r!TqJ0@AOH-Wf^xES|^5|2;kay|Mk3mVoKbUwn+z z>e|;syz3@b9M>7x`N!Tp4|6~IH|#)wZ}yU zD)8-ZQfQGL_u41p@?C^Wv^~{}DhQuqY-fK zLLXkFn=0=CP&TjUKEftDKN)P*WFRnZWlkm zY0yf&^Z7~c#zPEA>;jHkJHLLDTP#~9b(NN;AJ`*02nA?`6u24ji`l(2o>=NsfHfzlsS2Y zd%$hJXpT@?4?I(o$6JvOoODCJu|$1Z$^;&S>4ea zCe-{>5Pksl8=RK4&ghHL_lm=NZ)2O`>SxFz=z%IvwRtez;fyoD#!qGkitVE8l9y8U z4HJTX{Gs2kfVQ&1*&rGzb|o(n#>;-AAofZjPuvZ?JLapdNXf(kslF#OK1q!O^?%Ty zwd9M$C@#Oqw92xPJ00M_MDo3k86TN}>j3AR23VH_cI7?WU>?^)R4$Yuot8(1jx5`% zg{4%}&%7?;>*B*|XJl;1F~p)E5Z~@H+Paz%t`h7epTU;9-xoih$FJe6|NQO#qfU-e|Lw~6 zI9ZVWyvH;&_$Vz`rQhRvx`%Il;|Sy@DJqk%N?sq77qWiausySYsIKRP@Kz>hQZaCT z1P|Bj-tYr`B?mo5`4uYj)&<_U;@R17g`M2LCZCEDVhMsJ+x?1=A{4)1=*wmNl)LS4eQc6G0H1Ww-a)z zwJS?hK)-o5CPfA`VA?qR@C>jsw*ofTB_p ze)M={$O!PHP}nB6I1SUS5%P$Xs}%B& z>Kb=IO0kkl@%FmETw;8ttp7z*bJp5wqFe$7lFVNfQ-n^i=!ne`;@ zkidU#0H=N=%uSEVvN2^PoF84CU>$_fxPOi~TB!52^IqF*Dm~vNXy`82fJG@ru!J}NgM0SxfvMyC9BI}~!JQ}}-6mz5K zM*vuKkNXDpA#l-tn@V;ZjqT@5Up}6AB`7^c zoCX^Y`iR7IXoc_uTYG3=dlB5SX^CncjDlwB_{$dtQy?sGBE~GJLbs!v4=EX~02hIi zl6>r`jtCT=ol-j=fO8%2>x8(DyHGK-oYsc{mQ$+bSE71(;S&4X_XEW*+w^{B7wDaw zWB}bpP>g?gWIW*vk!0rXixle>rlmOp_}?6wv6lMuBpPU>-uNgV)4O}{D;!g1bV{g{ zv|}Q@kpB5%?tI|}(_L4%XNQHJzl6L56%m_<%lp8no-$IBWA@5ALKkjY`kK!+V52r* z9PjWX$4Z+^z|kY(VzOdcCLuccv>@vVzhmo4l1#ULe~SF9{V5$}Yg(*Y9`k##aWBxU z{jZcpe)`MV_g)N*Kb5XR(Gf00y1ao)Mym$k3ue_=EAxvPlJ`_h9vhNI| z6o3T%)UR4Fx$v&r0K%UO8BX7$@7@iog^=HySO5j`?>qcA49LHq%HOD!8C9b$WCl(iG(Gi z>3Ef#{z*@|YI6eu3ED!!Br}JXJ);@QL-3^2U?m(CW@p?r8TdzQF!j4b>C zdb-u|ho$c9XydA0)vq?Lv+7?mQz^f6ss1;QUSCw0r~OPBjHBx)cYoQ19*L^r``g*o zF#KgJ0Qn`Jwc=ZOWPeU%2mXWC{rlNL(|;4>2YMMl^}gILeARz|(p(pQN{U5tO@tnl zpVUaKVdRA#QnuK-0Rn6*z*qbl*XoZ?ST2uDTbDA`w@4Idku38bfz8@ifYNP_NMpq5NGQO>WmmZCuo5t> zVWJLbX+D3NYp_8W?=en8^x-g=9jNp-RJfDGHVcQS$%=ApBUu{@N%bQsg3n5Qj?)GLw;!d`%DB95AHepi+TDV$?E(W zmyL0M_E{mnjVB_0dk%Op|A%8*lO@R_*Qe9G?|B!7&O=`Q0J+wXK3T zJ7c+d^tLTm2!n>^4D(xna+h51>=EPzn(b5>QpaSQOX85~AfXae^xii(PNyjjx^kYU6?upT#$ zRmB4GlmFR)n#&m2NK<1+o>~!Xuves=?6$TSugOuYh+XF#N0L!?*~U0-}z%3jgE$QU+Dkh2GxD!1AGDP(^L5 z&U=T&bi09)Mc*(zN zrmfwrzAxjGjeER&-E1cLL+?)N@0&Vsm1`%DQ{VSje|We^{&ze43<7|S53nx$GKc|& zIq`oDd#HZj09J)-J-!wormFrCQw@KB?5uqcQGROvaryrBoV)&KIQjv?1s0J%n)d!z z)xRwpLx0->7LlJid4Qkazx-$ZdG5+Or%}_{c>3bZA97OT41HW+ihARdv!X^-VS2d5 zO53>Bx-o>qjk!qzJ(~Tp2Gk30{}8H)xCAkiu^QdqA(9Df;R$FJWqR@-6AQbtZIFB>ZAdBkJTk~B=-hZ zNRO9PrCd-fPt^x;Jo|;0_h0S2rQgll==Ci>vb8|s6&mmF4^CQ>rbaRi-z&!0HlN_# z7JNr?Cvq%XK&=?Zy|GoGt^LzWgbH`qWtM5+rp~eLPkRV6=$-GY5Ptc;z97b(RUI7!t8pnUym zC%u(S|FP9`2?jr>(bKNqIWFK~pM^CLm_*?UIz8GXBsL@WlQC#Ttq9nknO|O>c@nc+ zVHi!l{wCKD_q*67^y6vptC!$A!+YHI-9olgl)mS)F}zKU)&_UoYXm3b>@4KIsbvN6 zpi@~ykmx3on+P2pt|?yvF(py~a=w|;U&974O!Ejt2wf~EBX!{Bv7d;}f#uOzWg{sT zKpy9~e*p^&pkbR6wO0qQkNC%qDY~68J?rPRVhZ-=>qlP;*QM5ASe5tOb?-RT*NyeWI}Bv2Bz?>97PWup!(XL1=g}SEY$GR|8NFf0TS!(Dg^{D1 zwJPKxOH=eXfoH+>TIT`D7Df(s*RL0VL%t27za@}@z;7aqVqVsMm>WDfA@KCW>>jMD ztTK?9Ji`Qh%*X=k4P^R$iq)WKBjNg5GPrwpW6qCr%M&u33=cxA8bVex#hAHS+xZw6+s>nMPs$MAo2i{&C+jn080L!Fs+qNq5vC9tSFMGc*E_#_YYQt9rM(bc6 z8E;vPtV~0D-;onK6W{dPZe&}@p+UrK8wR_lMp+J9l`XaRqKcp^V7$bsDh8K~E)vxc zmN7BxN8IXj9(q}RH}Ihbw~Jpts& z?kC?-haML|h^^hUdHs*{WII!9Dk`iV&T#Oev`aYE6jjbMgS9G$Zni*#V*5Op+lmsF z4ec=Rs<=1%M`=cRD0OIqb}Wks$F%o&3Uk*8AABFqPLWTZUzM?4=IA2N^|xgHDj3v6 z4_YYZPEO`Q9H9Yt_@MNv_-?s`PlYyN?aMOHHC0)7ip1z?lU2P2F|w5O-8>fVcp`?s z>P~h*z4FGnc=m*R9S@&J;&3M3rS{I;#XCUc48JsU%C$O=nO+*!YRdW6LeLw88>f7@ zeITlzgJFm@1p~Pe{pHj`Jhd;|q$ZU|@AtT>`gQ+|T*#-4*SE%;dKho2QD!ECidhhs z61jS(8tno=Iv>Afo5kF#Jf-dZsk_?c!AE*O73w{Bs6#Zgoix1AK7AuzB+CQp`H_@- zERP8dsAw!H1(%+~?_4!d|WCt9z7L*=u;R=qcECX-x7RDKvS8#5;OH zU&);k584^azf?u-C{$F(-p7t=E#-Q)m_~iC`gl#0@NuzF;~q<+Emg3Kbg@lCSK5pR z)Esf<@m`87hPC#!+xt3~jpP{SognT>X(32nNQeqFOP>ttW$wRopWNMw3hbi&eD{}E zO_cQe*8T4F$n;nX6Teg!+G7GmD5;4y_ry9+z_?1U)tikk^d}(}#3w}hkq((?8&#LCxy;nIcWVv$p9acKmHPHpfj9*}ouL$i0$1k*!!g+UR z^kYVxGbpM_U@vzfry44b!;}#IAa+2 zNv5Fcq_!hpm+V<>Rsd_ff_4Jsg4F2p%c;<0vBFTCq0BJ7yGh~=u6aTg0t<-rYlQ`7 z9T++WuxVP3H3%1I#@@?cmVqFgaWLvs7JVVrOTdGb-p+?JG*9#M-n zPm;r({F$o?jp|rdPU|+-X|+zWpcfvSIRLi{OQ**R9=VmRrOvNU#CXY)gDsN!nt^dz zy9JVrz^cuik6$|$Be@u+!~i+9OG3mVbx&H_KOG8-PRZa$`$A`eDDj?h-kzirqeq>5 zlu=(7!90cW!t(~`llXR|a;f++bC5mBH0(`n|1#QRetk!WP(=(c3lIBT z?X14c9xmMXMfEthF^`$H* zX-X5ls&W_rU%m9hDM}!Z?0vQ1;w(&}AXbDcu}4`uFDxz>K$f7xmo*ZWC zTiZpf-bBN{K&7oG*h*S>6%km#Yz8Z?(qvL*M$1~KL>YRVj1Kmy~qx<_o$efgMc&b$(*Wj5S5WknBDpfh;2DaMaF{EY^f z>N29tcP!_KAWUyz-CoMdlY#(Hc_Suvj1X+w&3An0R~q5t+g^G5YuB1)$^nqyO;#Qi zegcnH4kBU%JjuV=R{&}VodrA0M_7+pnd!6&bHYr6C05rZ#i-sw^o_pvsc4P}F@G=S z*dAUVP^#2Xtqi_FN%4gu=wvMwstj!;33q}$$LdWgcEWb? z%8})c{eu4J&!k}qx|5TIy|&D~@>~o#BE~F(y~3h1jd3~h9`^Q5w)RZj(Yj?!k3Fj~ zHD8?q5)0qC!qjyVBG9czS_3q8r>9#wFmIy$0Hv2;VnB@KVRfU$K!^0kI%(L|hrM-5 zmu_)1I&8YaxH%n%sZ^fZH2fV!AdE~UElNhX9aqFHs6b4bl7p2A*B&7WO3ZB%iZg=l zb$v#}CGY(%58>FXl{HT5ySI$knOI3e4U;<9Q@EVQmPG16o_7eEXQ3jr!`X1I1vjf) zeU`{aS@yK9NPS8kP`idhcZHA2m_MQn5&^@?Uqf`I@zf*^iKmP7MprxwceU3gVm?$6 zrTiq}F_Q&Y58)+gXpx$I7;ej&x}`qORM#YOSFcj8&W4tknEZu;Q*eUX80^$|uketl zVo!V3@(0M`&E&R)k!93nFGO@8Ie9!4XMTGd3+u@aOO|Hg_pq#3$<^Qt+LTlRhWFjX z*-VBTA#aScvyK+X3W)2wnE*X`-ne$OtVAL`Eus=3gfJhcRj{HXH*m#EP@4w=YuHf273kOe-<^pLJZJFIBkvu#RSZwr=GARt_knyzEd z9U4W_pu0`QLPN5%7MzuCU_H?oyf|vyh}S0a%E;@OM^uG%C8;)o=Dm+y-32D-P&TVT zvUK&tx`p~#-{~u$OvP$GugDP|FGXzMSbsF7fCw`;X5UA}f6-gy_nwcR+@jE#H0APj zF?hotkZyYfloOnvixp&!O|_W<47S9ZQbk)xL2YnZBLy>?uU%6#UYn#~22ZN}~ z*TD=}Ju&4lkCam>RQNH$qpaJ$BiyGM+vlYn1xFrr|Kay-4lY6-~K_-8r*OF_?} zUz6o8OdUxJSSNPRl^Aj=M1hV9(xp*T!0j^3v-l$D@~w%6`#CanrFc)w0~tDz>~3qj zR8j>_470xnMN*AyzwGH@ z9H$*Dav^gIn6-R0ce{x!d{M-(N$4_XEG*oAaPg1s9g4X*A0R;;Z#?z&gw>|3eI%VJ z4DW@OS`cQdOB2Ia%2Sb;j?>0g4Q=Q6tomBfy|%f@+TAGX7p70s90iN%!;du75OhP_ zfNrey(6cBx`?(E%HL|zU%To({$h+_hMGR*0GI zktE6-+|~_u7v`rEz#UdX=i;8a|E_mv@ov>#WYhUkJJhXB0M;Lw_3YS3v8uY}^)UY< zw2r%x&Gv@3I!V?dqhG~?Cey2hB~SE5mWRtDwisntj>sxQ^vDm!ZB7OYutH4fc1%8(mIloZ{Hg zl2N^~t)XAJ-rSH@ng!kOFj5|i7tgi+s6F=TNKZwnBnoRZc~b(LPAGJu){tkRTGZyA zq$A4CD|;D0>%^^4d#!nYett})JYG(x`f#T##tc(!@cu#GokToAr#_J9O@ieaDmd$= z2)VmMHey?U|9l43=KZ(ZOGZm}rX4=$a^%h@MLA6q)BUySJ>2uJoa|k=3jq0{6MUN+ zD)d(EfY^+aDAs)1(!_*r@jZzbwU8C$jmiy-w#I$T5M%?<8R<+x+NI3Pa8KX%l%6AC z2niFo@jn50$Vh%5To*|ho@EWxX1veh>Vw{%Mxj4$0h*V|jIyOmgq#Ho@?o+SheQ_PKjR*>FGu4*QH-_r%$d+DFw>G z!Z%BNxlKR;!kVtwj*e3F*F5Cc#?#?q z&1>Q8p#lrJ`tHdAlXPZ=5>w^;%-U#>o)=R@jdBQ|L;tvI3AbnVBeBqFC2P>gwY z)Mgu86%Lg1F&$mWV!k~{(3W$EF=czxLh4xX+x$@e+}+7C^Awc-gn_y*~BeH*C?Wo5|H0-bHany33Ut3yZ{%7Zx6ikI0wY@8 z(kR^X4*|RW1|d_>e(#Oos(6&Y7`@UiBlx zjgl@44`{*Dth$saGm1e#uy$ZgNB!iko@n&bxdn&!5@rw?SyuRR>X`+f@Q!aZC)WVh zsy5fWx1cPn;)B!@qhuUI{nx{ObceBej*(^&sxMVUgz*vu9JyxdVQgvuL+p_Ja7{;5 zJx4}%R_05&m&I!Y-^9f1=9l*(iw3Nn!VPMd`P@QJvaCYwx%B8Em2gG20LiBWPH=}# z3U_k#D}0ndg5<(nDdFTsoR8dZhVb3LA8?F!V7S?s0}Jw_PXz_yN~Hk+l`AaC$8SzyQt&;BbiPB!%vva!Vt?#)rVq{S zzELJ<;>5PCfU%^_rHIZXa(DNtj!3aBOXss*>w_v{pziYL!}d(hPQnGqpI*>fOXmd5 zxjG1oi)#DfX3iC`It-cv7QWbhaxFC?B?6FKtBMnj^iAA{rd$24(bG=f_SAA9_oW20 zf>(R2bM7*|7H#sfAoo$LmH;^s>SK;*sKbGUsegEVdH!NcNqT58_0}t~0bPzLVa_%? zmQThd`Vz;Qp>E;&OC*k^QE3X_Jr_Y>%t}CwOvhbEyzEPDY31-%MkR1Ya|FJK>{}BZ zdBn6RlR|1C^+fUwoMicYOPrHe@$xM@5>c)xHqjcuz3{(2SNW>l{vbCmip6uaf{%B% zCYISR!EQ8Z?dY5%diKCaTL(O~j19W&_^(B+o z?sT#+&^><2UDQn?`=yfxO@lk_xwH3ETb#x3L_j5(;XiqK(r3ckqa<@q*5su8L489- zM|JS99@>Q*E(zG^qHSBo-lWf?44g@eZXqSFF>6RX*Q@-tHTjYq?Q2+d7crp80C|~s zRA|j;g32?{a;}if+?Jezc4K-m>MrTl-Lfk{Bx%HAcP7j!r^SdT33cM@vUCO`vM`7? zMp$g|@Q53rY8z6p`~XRZF~8)7W=?$DUw)!Ch9g6d;(nu?X>&T6Y~$26JUfz$nTccq z?+YKv3Kc_2E^teu3;Ey=8o@ObLu6obun)bZpAGX9mjctS`OnJYbA^Pn$^xMP!PU(y z9hrIQtV5Gu|wt=@mB(m53=dg+*!J z<2uaN^XxR&+}wR-=N!UMc&k+@?;Qxw`8f_|#CGyEA0GIF4k~hGdFdr0sEv(;>bSYR z_%>1B*77zCT?XktQ}U7*ZS3Ck1}_$Dd-87Hrhm@iWj<;6eyB!XJ)Na21gg0TprgKh zZ548FwWzP8O0tcN^dBza?p&;>su(o_)N;2XrJTXYvNHs%zEwk!cJPa-!+WUAdNjYK zh*m$Y*X&|%A7^tsPS}g+wF&vc@{*3FjP^K&I#b-|-z~=K36t>$nOLKaM`U0D%RJ^X zci9xbJSbVkfuM#1-hsXAk0&k9T~fX^3|Nu-8v9L7+ET4&2s&m={(tPfXIxY1);=5r zK@mliA~gyq2vViDfJhT*(g{T=(gZ}BfDjZxr3wfrND-tHkQxZhLNC&TG?6B~_k_gv zM#mYQnKS3ibI$WW?}z7uKXziWNjCew*IL)Q)^$yoHR^e7Yb(EcGGZ&CcAp`{JMJL; z0iEk4ED1zIw^>T66d<<-5@W}toi6mc=FA9XrdAck4Vx03;(DJZC%({TJ42xFbgg@8 zG~*sYKfanic=TPymNWjNMoV`b2F#PX)= z?G=i{)x$>AP@zIyZP#fKJ+veuBYA2-Qi9$ik)hM=(5SaZ+CZDjYeA{2F%4=X9~*8= z(Ez2P?Gir9ISlPRN$*gjgU3{q+39R5U$w0hDUHH)G)Z|-_t&{q;hC&mNG;w`eq)l$ zo)M4bG^{3;#XcuxZo@D1W*i@xaql~}W6s)j=9a%0Sr5f?>-5`5FV20>jdVkfNkzaF z^OjE+QGH||F7fqu@pUuUwpSE1Y{Dmy;>0c0Sd*2?_s9*?y2B>IrxcBR%j2@_4mouo{8_GC& z@<*QUJ|!%1OwP2~Hn6HOG%*6d zQ9b4Z8F~%spP5*WEHC7`G>}F(Fbu&eE9Pj^1XQa%$~Ga}w`^QS{q1_sK8=?NR&HM9oNrt5St>T*^~W&esb;iHD?>G*RWn zD~GFNoo%@sR#Wt@ethA-vX_BEED>+{ULdYBOX7Gx4A7IL3qIRvP--{%0I|+HYxWk) z6z3}8ZR=iR6%eezkS-!HE5~&2)-CU;y?a&AdKnYJllGEWt@My3Wj~Gn)%!SyH;_-( zm}j;iZxtOF$2n~(^%vpVIa)`;Z>+#Ud=<_IVis0js2H@uOVI-cxsOil2bRT@vhpls zOr06q8nRt^;}x&EkjSYJ8WlEUYVBU75=!bza!}(eM)4Czf$ND_5UG-?q6Z_X@NhhDL{=c1oYtvuw4bWb*+Ug;7hVq zvv$PLL!5H^(#8^&nzv?Yvf_YNiGNYv#eZisui0 zqWV$)jtFStL+x#6wzdEq>E6Ydyyw*#TcV;oJr=H5=*Wz6jDC;|=r?F-Munn|`Tc3n zZ=2>Vw1{tMDoqn#&*2VoKO7=K6 z=~uI-D`42-;$@@vpA8th#i>5jEybJfmQKx<*cIiw zwu@*K57b265+9Nf1$}Ls+(9+XXTEJ-iE6LMlh7lVy1oKEL6@8TKU*BZ{Om)hEuD)oPm=q&Bt<2iqybR1F9aTBMJ~lErVr~w)EywRD-M1!zn^w zDc~M5`G4ib(xY1`Hd|ciu!Am@P{$3R8j3Crvz#7>$l0^tr| z)(5bbUEoAo#D$K&O0WEe>;;Vtjyr=)0J8EOU-`y+0B zS^oH<>tbuJ zhR3B2ca6ig7hFLP^L#mxj%CybJ%u=tj5|(gWQ`$XG}3qwq1L~$2oZp!_|1;<;a|d(`#$XU*bq%~i;Up;C5a<=xrc<$s`Y;DasBevAUKov2hADTn8xGQ-O_UnEgYCKEdXPumQ2; zgPggjzEjux?I}={gyv6Rp~ioK91pJ9nX-AX;tEr6b`nUNnERa{FYo2GybzN`Vo1M6$&N^} zi`DJo*|2wJdYzLm&|Kqr*evBq%FEp5kmn|tDWRy_;g?u+Vw$op)VM1+Yp#k?wmp3?fibZ&UzF#H{%)TX=tDS6tNa?1w?+PS@0zd%BN zPlE)4`9FUh7eg@7{cbgfC13)K*_Y$fd|!rDQ)^pkKK<52Hfx)3uw;ho6TJfP~JKMm{Nb&D+@cwt0egECF z9yhU%O|=xUzn+mBDWZ%;V6zwF(-blSZ`H#e;8s!EMl>W_F`Lash7rz#QUsmni@C*2 z{4=VFYE3(YU~{h~bal+Cg>}aBq#axS>C_JxpN|EbeF9E4JQa@xTe*fylOJDTE$Gg0 z+hC&ysyY72-Gzlg^+Ze-9618B^|^Zb3At@sJfrtn7QwvYsM4lyswftJF~3+fd^!2B zqMKaI)zqHnx+-q)6V)5d#|iCiyV>Yzk@Dg5E$6)|04)$6tX}kB5w1v?MGr$lv?b=% zot>Pd8t~C$;U#upE66TVmRn-81RTA$`Nk&j{)T6kI?NAT)@hP9=N4qg>Y-eGI}04^ zUm$1v=%wf`#V>8h9Rnm#0g%vfp{~aCF<3tdNcUUR{=6ZzcG+Jsz^o1JULM&* zXhI-F9ppqg&%Z!69WzoZM50;SZ>amWoyFDc*)AeBG1-+O0cWKfqk!NBDl^w7x|&|d z#mA&!`=|fCmugVv{ zI}t#r7oHuN22KP*gX3?IG>;zs-1cg7@EK>>RV1K7d+eVCDznLCC`%a;T>iH(8)URPB*wptgob-SGA z`eD=NaiZ(wAH!EW_78B9P(227FyveAH%%J~E!$I%q|O+=Rc$-D@Km@i!y4*IR&}GZ z=V}Lu-WLC`B74BQe3TPX)zE`MOGT~je&WU9zHOt2!VZz1bSwBorzI$QBotz&r-R^o zWCcWuD3_6%auEN=-WcsW)u+uilL_g5Le}>rpT?cl5oD<^)KghEBypjQX$qskWfUN@ z?Nb^9nB}=Cj(T@M!U|8iUTuDNGHiXe&St9fdD8*g8;@EzT(@X)oSbP|Sq+{FCUyCp z&K))%jw3-oz`K=yly30q0_MmpPlyg9-Fb~WXmf_`a^5D^7=d-}@$IJ+VM6k`$`K#ZLU|5q3``DYqWJ_(&z^SX{w_mqA zHz2yS%j41)h*0RP-Q=%q#UGiA)LJ@Iz2_DRS=@N=y%U5dz}U8l&{I)9)?C*p&0Co(dr^APu)7 zV?DZnpOJAQl$bz>{P@YP$|1jpREQRzhE5_OBHy59Lcb?se4yUbr|~tR z*a?$?D|q85Z7>0#c}VY%@5^nUZ)vI-AJ>W+wm1QuTFzqY$bCH7J1LVlGAc_MYxF9Z z0C$pkcrX)DdODUMeS_mM!ZUEcSy0yibmOLCMh|D3nk>B`CS&>}ie)!xPH9uEc4TEE z^YS=4gLs!flcNB!u1hhf!>~^Eeuyh)61X5ht(>%&38u$?9mf5Eg9Xu2v%X00PA>hP zt1>S73Bv0$?Df=+=KgGMfsHvDF}+B6LNg*%6lZP=>#^-F+i)aX1v9?f-0hgtxR_V9 z(k4ZC8{8QrAGT#Z#7nV;kPYe0d|7^vZzD=EX^EdE2_O6!(NMQgTeEx)5vs!S=o)ml zfY-+`6e6K^{Vi}2%T@iR%A0(?ZRBSB`TBGU`O6v)N%45X}OF&)>VrjocFLGQ%5sf0>Zza2cp1S zd=#J=fkIy(Zn9Z6V08a1eKd6uzb-Q{LMxo?wJdx5F5{w=?5xQzdtpLBus~Q*LcYoULDhp(kXe&WavC`R?vIO)9lLg$e@& z7Z^qWwc^SW9}diE^H37x1bpB-aTOqiZ6S;jbXDc|9J|f*2-iVP4({T!c|h<&B2e$d z$*l|^_4raXMJ)oYN+uPSeja{cj*I&bokr+Z95{dNrXVycq=U4V`r+3B^sms)A18Ew z5IFccvHN!)xAxqaSlhpmK}WSgyxounEU;;E^DU}T$2iDR`P_uB7dkmu6_$x^TENx@ zP62Bp8>3+b&wVY&Em=~_WCDLR)&7^Duk7v*Mnh9=cTXgZ)l+`vY6H3ouGW5^n^z4G z{T$p%1H$%Z8A=9ukGmRWjQd{ z7uYiS1w0D)vEDIMCKn^FSx1`4s|OLziME`?xwtp|IGdI zcw#LJ2(v)z=xgJem{Py@Oi}ftQ`Z8F(TNXWglwTKi<+9qMQbxLXC|{@mXt!r%3&p) z*rqF!@rT0YUL%J^6~j6nU1wE!prHWZo!_j2?+09Il_ic;6QoZq3sE^vdO?}QTa)C8 zHhYYizH3-!b*{6{Y0QFd=>_%#+yQ`DWzpZux(-O;QHG|D`5uJ46APMKzVKZFbxz77 z1L4WmB2@ZK&V7a(@to=;iS}NK=dtUVzJpmNh=!78XCR}k6Qx}k zykrca*xtF*tb~#two>k*(`6(~bgQ^tl z#(}C8w-Fc(hNKJcgynJcXukj?UqHgRC7RC9to;>cR9&ZvH|#Vnc+E4}9Z>?as~ND;gVKH_i40F?)fxm7bn( zx%Z#~D5^uDS9@N5fxxq9zCfH|cpah~t;*#FLZOb?)>HELgm?Nt%E8l_V|Q;z=E|9X zt5xPagta(G^alI{cIX9=+)A3%9WgB=JNQ`{(XX+RW1C^vu;q}ls}Fmh%f&^(6~OWi z%oXGFrIKb{XNJ5`(5~>}xnn*pVyP^7{e%(_P_2BD3}Tmt-yL070GJw%bxdPp;K{r+ zUHIIdYQE95i0tHUKP66sKw~A;a)Pi>j95OEG^IC_&#EZ6m@REE=0_6BhI^Ppn68t^ zY{@mKd-GgiT`tZaXKq+C-u2d2n!XIE7AYHWo_+`cYQ8ALGF_0C_N6LXnP64nQKY5Caux_e3Ev3K>83rYZ&RCnLmje3nKJx*c{oXF}N z0p(Yr7=3CWUxd~U#etUmw~R~8L%E~kl`d1H#wCc`m8zc6Vi|+hqQr;{ zj+N|iZ`O|Vm- zzNvVOT}P{fNaJUvn{R<2+bgZF{~Y_xn^Ti!S;^!vh#7S4mi5z7{1C!)YKP#KuPZcY zR%oC^b>fDjQ&x^E5!2rYYJ0`W*{`C8U|jx}$W~A^jbc4}(EcoCW5YIOn#0#|Kdp8W zkE6v`@+Pj`UKj0H3i%XX`5-$EQuIF& z4pVNHXarQ|1aCJF7tlo!?b4ttQ*b*@tuiHQe zi3D#_Q}4%7SQ6RAcQ!*X8CPyhwV;OXNiK1?9~+B%C}<}+Gl1blIuuQ*tfs4ov6Kt* zMBmqYlvHyTFxg-B3C*gzxX!o^Z-SX!!SWu*1Z6_&<1E6;99Hj6$N9$7!KyI_btZ(I z!hE0Rg#~>d8kKY5w-YU+@3!QqX#)jYChuh8Do>>CEz4WEjM1>@A1%mvuOn}tfG@_T5vTUN zBa6VBQap2j;=swHUjC{dFmN4Q7Z^vSlQ)kMA3t_+^vM}7W|IDbcE#K@keVZLaZeOd;oyVK9UU)l) zlOK)Q2H`^wHSaWpB>J4~>z>g9wpV)kgv~K(-^y+w?+R6=7{k^4PLYX~Aq3ZuVx<>z z^}-hA>33Vay)UQ*WGl==HN80Nt^@t+ouri|D`&o4GGc7!W`e2NhP!jEwB?PjB~40U zbxV#Kp%5$9@X{V6>z$zXjB6cnKXH;J_m;h0To7B*c^B)_B0qnGc+4OIS}$ypW+JG zuv(i)6T;+udjja@Z|rg3n(I*<-hdb0KCbj(Lm!8|2dK&5JA>FOp{Kv8@D73OS!Dch z42Fb$psoF^V*ME09AH-34q#GGk1w?|;El=emZ(zCxj;X;>}Csf3IT?13}baJqCUe! zqDjK2ZaY(m$Z%tB{|uXGC*?*u!V!%9%_4a%u{^fy0u5Vi3Rq5REToyxRgKv2GWH)H z1VKvD$Ty}#5jL>*_vi(U?#fUr!p0C)_@+LrD}25JWD@Xf)pfaVK}vsq+hyzB;)qjF8-Y1+(NjiN}vq+5M!aiEJ`WR|jA<&d2b^ zI+QsdIN;GRSz!8js8|nfzbQL2-+U}4!Uy;C z?)uPqUCX{3$H6@Vya+TlvMjpJvCTMU;Kwx9as=K`o6U}0+$+zLDV7!}J3J|PoKqd*yg`HJPCqZ(@Dt;}7Xk*Hfs1ey#5h#XCHF?9A* zs7BsLghb*W8tLuTJ@=3BEcCUZ9rsa=VmnB-Vmm%GptWOQZe)7d2d!PQ%HnVWZ^e~~ z8m2&mOl-M)mSezi@O`<|#JX9UO$V_Stx>_UGk=6TXd+w)2}t=H;$cIc z;TsEhm{Cuh?mfC_!tB{IMe7FfjggBQ8?hAd{x)q}ya zBdxvtK<@UV*%sw$wh?sqo;en^CPb9_W8lzTx-njb5>VODTg<@ZYRS^aISd7}84QC- zJ-6_cpzdsjgh%L5tNRP(!B4J@3?yZk9r_@s*snbqA$=HP{7Y*7FO^mQ>T7dbhQ(`Z z>+M~jKnv!N&1IU?MEBoNxY{}gBja# z-MNjhiL2!xpO?q#R?I!kEyl%XeLgBrp~lv%c+rmNbiq8See9v)np)sSR#+!@da_dg zv0;-SvUYZf+B#={{g_PrgDGR0{7^SW?)dFRy|GQsV$TgRhOyd#MuL{v6N=}79|c~s zk>%aa$+Yt-jn12qCfNUPk?P#aymIedHWzdbuPk5{qY`g#Ak-vfSrt#+evIM-l@)LyKf_yhjrkJP+bV? z>4>Msl8Wr_s#gj;550abCk1RFWmC$zP2h%@lC}$s@OTG_!(wvP^vP?cdbct1Ws8hD zqyqxO2Ag$Pm3;E1vC!ZWWjBR{g$;U(d-N|Db%Pa&-n)bx6IcQ+$@zjX(dLiU*M|qs zzn6BNxfrQLab3kki%ieL55_R=xDl#)p_i|EkX^#xXgbO)in;93vxqXerjyRIw&+ko zxy7f71idBA?jO@4zUPcVZhO>eZ^!H1bPea z|eGYLNb%Tkp3+y4O2-gtZ1?IfS$$>8R zh|Q~kz|zXQPdPMcA=YWb%clkL+J?|ogD6h}4NK1&Y>y|lZx=iG1u|lW_mWz0BKRO{ zV1z0N)CL1z?0=iIB!WOPx}gY?Af$okSsYP-bH?*v3{fA71^Y>i`#aF>Wq`;u<-kU2 z6u?ePwylMay*+}^i6`t6z=L-^0xwItw$q7%!y0bDV9UwGxWkNihhYGtzn*DHHVDgJ z*g!0&?-=c!Zu8wTY*Z-%3ElDb^P$_*jys+gel>w7c7?sC<(dr$KUAP0Pop}Ielv$S zfd%L)xlCO)3;N;iQBBggItHH}T`Yxm4mVCxQ`$`t3by{aPJFbx*K831629ky3}UcU z!;+mo2Z01pA3m=D^V*yM9|T11$FG=`p++r)*QGEo??5cLJmgy7)1}C7fY^NgZIxAs zkAe2#g_Mo*`-nj~UBw3(VXvY#TnIudsUMESv}{KLwv)1(R!F;cIMs=Uq^pWZRg?ItKiQ4j*dm zX<}}ilgCg&xzqMx=s>K)mQZ=kCnadtUR|AEYL~wyv;kcb1D9QN&gl!}95Qux&#@~A z(!461KIgU%fi5RJL0H>SZf%G_7c&47`t^TTd^E5T7+<#-auDpxXwwm{H$XSmA#Z`1XRJA;WzQ z3s-a~dcyS?ne&{{dI)gxhUkQVHVLtLG|=1(nLJ_1;A1fml{QP-)`XL4;4hf>;Wq!z zvoNh?@JR~j&}Dey>T5j8eMj5iSw@43|nW*N&W8;$vwW@So*uN&Jc zSc%e7PN)ql4LiNv158>R3_O#pt2Bz2qxRYBk)@vKUn(zKn*)GoQg6jAr1UetL?L-fZjkOov__O%EH96nFZJVMT{4Qf5%= z;#rEY`&?OU+^ef}#C~El(rMNCu4hnvtX=6vk%EC@x`XcC{Jsb30SOw?=>K+rrX;N{ zSHc7>e-jdY0l$1imLrd7T7uj+b+nC9uN)qa7aSO~GKrs%RWYs5*m_XVhy=q|f@|;4 zA}_pYCOO{MsI8J~&o`RY#P z?{!%8MfBRdH@nFhlQ`dfrh4Bx<lKz4uqkPYuif8Yhk?MHj@;_H)4cjwQ)C!;9> zEg54Q%q=_EK*4}KJ~QG;n0sS83FO19jKz9Woz8OoUA(`w`}Nx|tEwwvR%ey9&FPue ziSr;3m!^7e%p^4t(-iG0bQ9!waiY8T#`bc&;VTml>t4cy*6x%sKkzDdIDkThQFW4@ zpEJ%{8{@5RMzsy@KIm|bP!e2-1_FhFc844!2D;p1_H!Cs4Vlo*=FXJ+F-iPiIi^v% zQY})Ds~OrSxEusafGA{|URpcEC}WMN92ugqYi^c2L1Np&Vi>L`%#v{R-011BnUQBq zTf**tz4}sfjN=`ooAFyabhCCFmTH8AyaqZ0q#}S4fPo1pJu$RzyP7!>4=GSR8#zK+ zU+IEW?Z9z%^$Vm75q+iO3uNLrU2n~^oT5K=`-v5Qg)+ZGnxM%W7y7iS*aj=M6H#^e zylSPWUY+IG?XZ5Lxg?`1gRR#y1NS|qVQw5v{LuDYtak@#9kpK|=-zsg{)v|9-|dY2 zgV&!bF9}?fjyid5u*Zj6w7I6M{C<3n)-Kr+=O!|Ub00GCg_Bne`VP$1@j#BQ;+pEc znaVd$)0rL}_fPW5=3OctFWrR65P_XNDiaGnFwNnr9y*n3dg8F{S(%jd9}wN&F2ipq z?=R04m2@VYF*C1e)eF_cD7ro)`0oTkP(*E&*1bxrSzL_g<2fmF?RT^7Ad0$fT(4=^ zNLV(W-pI=}E(w0{@cC0?z%uDcDa=t6KKC)y4ITiHlS7^FZ1XgV5Wx7Tvl6I2SSEdS zNGhJr{Z3kv{~57SqAe1_RpyZTWRTfULDM9)(2<^jNj3;CkR?EI!TJk47DXrn3#KC( zYN zI!FBn@ap^z@0WMU8oE#L=$R_=oDM?BltbDn6y zyE7P^Cxbe`de!y&cR|U2@_wSjZEua>m0i$iB@OKv9oH7?7{wl5r6o&TFdp=ELEcxI zG3i!ZD(<9c*Z)s%kpp>W;NG5R93Q^K+r1DA(W1yq80{s5e(t_7S24?i4UH^ zUB(N;*RXoonF{2oz;^ssOHmS+Kder>`9DI#kj_7=J2Mwgs>XW+G&GOz$)-O`Z5?GV zd`j3H8lSDIY40kYW4l7yj6E!;)RM$&>;>+XBsrr`dn4q3FQ)$8ZBvf^1lW)0Q4CU- z32r&@wpH3McDYVvni?>pmYu>0-U@g`Bhu>t$<>e`NZ`lWLoY`tg2t;QfZl(O$hcC# zNL%Uk(s*3w`ffH~sU0no$-Ajq*krDcQjaES6^#*wFtF_VSyRJJifUUo?gx4MAEoZU z9djjSpHCY?l@`~GBmE?BeUiIPvEDNlzn#lVL3qBrgwFyK7q8Zuawiwp;$BY*fb|Ua)>_jqNIGIghHTMt8blyN7JGF%_ z-w?L@CpmFy8jZX`8NY#G2DV8fCfR!<`G8RSdJ8UoZOdh{VUK`?w>L^IMA61LUy#V0 z8ru5BcLLm<`^5hM(g?dFwzp#O?{>3e9std~r`5>aHi%8ymjhYU*I)`9c zdbJf3(h66>Vl*UL{Qz}Lni?p!XGgr)_6v&`<|9bK+CfRw^A8}WAK|C}#IY8-%fV3{ zA1E%d6z;EEI$H{L3z(2E7_Dgs1{<2BZq-Hh+&7*)WnV0$@GVLHDk|0y6y&YU8+-g> z{-P4wO77arwi~LpTTW2?d0#z0;mq8m1<49^zT81jWyVC@;##PFVeb~sWyOQM>fD zu~x!3!yshsVSZDR95Pq{9q0@76kst{qN;m7J_L4Q6z2Ew67u=voIKpO8hn*OnV^PrsG6zWgoa5#n(n6sybaA^^)EGv$DPlqu;MYA?^ZJO+#j8dy&M9qqUS_V5=wrvH~4?@H_*uw zikEyI^N>3D!8DU3Tc zw@OvT;lik;C=rc5k-IgvW52YhY5l26nYU&u01OzRpqD>O!Xn2!M{?WJqXM?I^aYY{ zM61V>!FGKn?x>({?A@gWS=!Hu+%|EBFLgq_ikS2SR_LESeAT_k`-I7f*oL6^0u@lH zaJ$cgG2p&h=?SzGTR9jh>+MKkx1plu3InbyG<3HHEg~+ZIb7Yb*sj?o<=Dgk4uS01 znqS0ue|!X7t(tMszjnp=Yf4M_utWf6N5F6lupb``r-bPbeQ(?;(*6FNFBOjjh<;Tg zws#K_H@o@WrHg5yG!0?D?;T5kOz(S`=d25UAQoqT1*C%1BVUIQkOQ2PKELVBx}YS| z)0`cb6KLIz@GD0>_aHFvY%sPcZ_1C(=y>3#IObM?ATm?_kCtReRf3=PFT%;c9iwbg zqqlxF@&gWMnPKn?Ni6R*2rYWKZiA}*ccRdT!V+~-Ns{ckvn67powDQ~(cMU0yj0_< zv8`px^HfYfupm}6N_9dBQx;z%pQ%5}SX5q+gIFiSm<(gEaT5 zpwXq>J={-5z+Y9XJmr5Jg0Hi~M{K>lD->bd87abHx?k)Yk zO*|yZE8K#hV29B`RIHp!C3wB1oD5$^8vR$Y3~ou&h?I`Se)WTDHP48#m{6@zMq+JOh>bGcM$C9uI@?2`Mc}3~7 zXAII+O;`_^Nx&m)9B+Oq9c9fS)gdQp_TM!QxrM3g*1Kn_q*JKaC1f{iB2X?j>C(-b zV9Z-GraH&IVvO}HT{|~cY;P@a??e-ROlEmKWo)a?*U*cP5D?xd`ufuP!8b za$zL2{NeMBDVFsX$?Sll1%32O#+F8#s62ZHwe%!!`-}$f z6yBEvOBNThbE)K_M`Rok*d6)-_X_81v%}X7M&VJT<^A_U>RY3z9#bwymebGM5O-Mh z+_)O^@oc`sc;poRLS;5ZmCQ5;a7ywDDl)axhWAverW(&+pX;Fnw;d)!)d~x_X&AGWAt7zsR*zrQC28}h1uaA*(>Kk>G>=!CKrg$JjYWAZqg^fYmG zN@ay{Z>5s+XsF}BWZpI9(Lfs~%R-#wR4Y-p<2Yz=urVu(&lwFYmgm`sM$E8oGRC)E z=)LmR^CY=U=Tx=;mxNywn?>h|4l)k~&mI=Z9>?Ot8hUq6?i&DZWRZL=%tL8+x+b9L z#2cRU1lrGO7%8RvX)XI0J~vxWPg|=!UY~ypq={QmtB(U$PU6nd%}!i_y9~9%@g+b9 zL_8DqMr$0ME0~=V&tK_#HYbsnHoC+J_gs79;^C5UKxU9#Mz^YTrpy+?9zb@to!w9Q zy?qx?m-526O8WUr*~E=HylX?B0G)$j-cyFR!0l7ZacGIFA2y*H1>ks9Sy=R zX5q4jwJ>E+${PNtmI95E@;|8#|C~Sk=PB!7zV?dvK*&dbp%SKDcoPs3(;-Sqrm*z` zt&0zsG;15PZ=Fp{=wGHKGzq!y%?nqf@Rn08n$lR1e|dH8sl}@I1-k`xTt!q70I|nr z;B{$f!P_b-=MCvuyPtuK|1qZgLuN**+t4zms*Rt12+BD_eZ(rX05*?W{dWwc|Hb|M zPh-dR+xM;I&h_~Al0?6EPtt9YVhXb>z3bkYGox?D(^h^;j&OQjX=f&AD2>il z?O;~78ntz&>)>72GewW;KFG-^VP7YCz%E4>x zs>M_EvidV0-e8!zYc7&$!c_ZxgP2DOlOz zlc>$QNJ*>mLGDvX)Xttx!I{CgSmv~}wp^H87#?zWm0R-Bm=hjULith2{&8VZV z4q4FSh>HedT24GGD!b=%%U(SQ(*8icYhiwIe*6`Rwl7i&b@a)8D{I{3-A|uipqA?& z*;_bUkv?-`u6jdid5G{TEIwR2gu+X&gqrAzk6``hF_o#3AVYS)!E(3v(@jkmC`qoT zm6QfHW4Ph2{S=p|=-3yuI$X4W@tL@n5)vZ~NfzPXpe3#|x~_aei327N?{B{}bq)#4 zaUF#ZcHo~-aviy-V{as6W$BJ^TVG>^(aB{)T8}noQ`-j&C3mFiR6M6$lwu zEEZU&cJ~^4JtoL>JnU`mjIa%0Xfkfs^x1~_j028ID6#2X^)rFD!*Qyh<)%xGImbS8 zGZp_yX)Q-EKFsxT7ztDT5w z|HA9yq8N)_C6=iY{mz9}TJm;6q4sA189div4ZI*>;I+@tPNWa)Jwm`}_zyj@f48pR z`)EYbpu2Vo2i=12fVNCd`wry?use@5Vvv8i{rxA3_kVN_Ydf!tMq&Llt)c?>rr1nu z@9E0E8-Y#pddo*5FMi+ve7afWESIqxnm>VLvW<3Zx2EweVW6jGdjGeC-sZ;#AiFot zFaOQ!`_NCxeCkh+ewW%`Lpa!(t?!H9v-}YH;aIrhf0WOcWFb1pzgg6F;(vIs=U7}l z`adaY-e(T+KH!vDb>7WN>K};7{WKeSj`sD`{0g*c0}Kx2-3tMhT}H4*Wur5>EZ8MENP4vhgdNYal08 zNy{C!yAD@Ch2tIG-5?&U+1W}yupS_KY{>42cywvHH|HK|WUu4CjI64>nSW7}>(U=; zkbfWi*juDlrie!020VtKSYpq$Mv&ixE&lhCjDIIV`SHC1qd{gH5o|!5V^8^z{EDr} zF}G4V!lKe@<`I9pBj%Ad;W$2{Cz_=Cn^yCPSvPTM{}8}*6q(a<_4a&F*08;IZ%1$9 zFY#@lZJn^6M+j&b%3PhJwCo`c3B;zT*)X~607JxSq@Ja@E?MD;=xt~8Iia~3(}mw= zb;>43o(aCjvHNNO(QnSV4-XZ`Dg0m~X4ad0bx{|fc$VY(D`5ixM7fCXv6q51^6bf@OMAFtMBm6TY#F$lVg zuY|CFxHG=PW556T+kN}*+`^Xfpex$M2fCtldtK3~^_;#fm}Oy%(-`rg4QVc(Gam+R zrx}-O-j8U@(q;Y$ME`#`?oV67k2mgL93Rl(e+N-|k-ciWdCOBvwqQ^>2rNn)cApG!5FH_hN%~rDbnT zG59onfuyT}&-qxi8?D4tC{&P2`k_I5*B<$*LbUX)#UZ6czvojk#)}bY@%>UwL`Tm~ z;ZtW!jQp|z%ZLIZsri#7_Ah1c-<~`9{nFig+zgu5kMZF+*7NOv_-B<# zc;5rmTC}qYHUS}8cyHbcQM<^uvlS1TYUH5*4)$V`bn&gwqHq6s*lWL79Q_zC-e50)+qJMh zl~4g@!Tigw(&m=e1 z?KToo4sHQ16HU_%{_8?SX}V4ujB0`-?<<~JnD);$bR1cqn`_KHmyUiqCKl_wwGIt+ z84!uV)}|Wu_9%C`I1%4^SQQ3qM_P*u?O2qTNZ4kG&(~0m*Xip+r2_*zoat;CC&|`@ zYL+AHq3b-xh>;OOJzA5WpEIoqcpwIC7Ng}?tc8I@8f^iPNb7CD1EHvSQ25;sHUKJU zcEDc`$ax5NeRpNF*Z5|$`m7D{Rv{PBQ35Uu0s)}@QC19W+Ncaz2-e_3U5mdtEDm%7 z9A?jF)y3?`-=CUf+?#jucKkb!lVWdJO-Huc+=PDjhFdH41GxgZ&fDgrT8a?xciR;D z0@+qB3CGgr!InVR!@`8;7ZI)EFOaYDY|s04*^L_ThxDOaTYKU}gkwAwgn*oI9PSI` zL!YVw)1E$;G!nM6xu;DebVoHyQB-ZTr6k0StFB<%0V&OA@~Za@?J5-~u2Y$Re0gbG zFZ$YC+&cL zE$UeoYxWhMc2h%(NBC3&+>U(Ga@-q zZ0r;9W1{iI{ZzMY+p&WIEY0P4K|zp-J6bjluHN>#WzpktGgST&e*9j((U|P)le!SD z5QrrC=Uos?S;(;CR(54R+%0 zE+RKX?(K?q`m{!$j<%$Kq_bJLlp7NH8u`Q}T56mun#)IRPeXso%PDwQK69kb?eLR! zOKh-FNm=13wuhI@`KFw3?-(BrhUJ8;!9O0a!U&s{j+mLsI$YUY#4z6eG;pColC?<0 zQ_T1#*_14^FirbyP#$U*mvtar%SZ32;?|tlqZB^x*I?Bbqi32V70+{=s>2Sa9Oj!$ z#NkZUq=w(v7(X$%ICvlK$1A^oF6>}~9c0~zyNx&hjzYHTXiwspiHK_-JL;Hlro4nt zq>{c(3zLVjHOX27&6%Qc9t#zKx%b|-Dtm>d^Pn)VUl2D}jPPS-bfIZ4fp|&NylohB zfNT1zsTwYPBJ}kvUMnrXje58+c0?zjap*l;W7G8TO3=gYD6{ANGaWe9d z1ww6~o@duWP{OMcs$xN1oflJ>R)(k^jp` z{$gAGHM{yA{If58Kg!(q8!N{K>z+Oj*ERy` z_Ts@`AP2%91Vj{>u=YCacJnJ-zSc-?K-I_&IU>5mH@^Po_@&Ikj z))nKD5FV+R8gtJRmc{h%-+G6s*#M$k;Wk1!Uddl2O5<+sN%B*E`7JCXX#I|Gtu~1f zfVN*N3jFx?KuXc$Hpk2|s&b07K*`4oQH%B$02-ep-_5HxdA;yaU2BUouM!Vy0Qt`R zYt~QUaz@m;_PA}KL2=$Z=nWg#F>j(JmE!0RT@L*x+@-d0+HA?CvIzFPnDUWBM(=0b za!h#pmy&MfZ)v&$-h`jNf??OT)6n3tJ{Z?@BYD~hWy6qMl!qyIomgWHXK^mC zL&X6(iLdW`=FBV8*(BR8r~Rer*(z3(&<{YmQNJ!>Gj+{Wb>aeIGQ>v%Q|y2|S*-S| zo~~yL7J3<|Zngxd$bICHK{q@^lEu2cz`uB~^5zWD){^S)l4;;ip4#8?GU=23LRQtM z8t9sM{!fXl(obn?UQEz8_jV)1R~_N^_CMvZoqs&}FJh{gq+Ohu_ZP_drz{-3^!;@2 zis;NLQyi6g95Q}R)jPVY9n7?x6t#B2(l4?3D%-jM7XMd8*7{TGqVG8s!>6&8+wps?b>e1X%@(%C248AB4(?qF=6gWY*-?`lgrI zbIb3fq7h5#BY>Rwjr7CC7;oS>DsVae$@&J%SUMQ2im?x6uJvF{FXA|KayGHPWIW<@ zsAZ@>8^yh|CbSnhXMqGXiCeBGPoB^-3e44}8|tRVJXwIIl1(NL->IqxtpP=|lv*4A zIRfvuMxW1nR7Ut#j$UEj&dUCW>w2&k|0UMaKS~w&b`o(N9DWXIrD76$~4~3b}bs5qW%rcG)q?bSUQ8g_!umN$*|Qr+_LAg1qRL zT3d(cH{r8ldr83h{w9J}{6~^o@^gyL%TE^q<)>c)EI)p91sJz|c3M)_SVbDObp#4! zwr5#jG0{IEl2*erd6D?MH{lbPwrK7bfNh7(e>p1lvLnIg7-ky3_XZBV$@T?7{=L?X{B8GsbsshhtWGanORU>b1AqP+R+B`6zdnkrBdMnsn~_Fg>pqST z>23bnOyZ_pt1W%3?y!&=xr$hn6(k!c&}X{kZ2!kMqq=2+^w{(k2OSiOiNjD7RcVT8PjXapfaCiC!9QLfP0>m3 zsZgC>lUxR08v_}|&DTizieSq8tcG{F->?nc>+SFKbAhT&Z*%RaQ{aiU2qy^h8sEw?R>>`1$}zwfh5CR-0t z=z=;h<<`s+kEs_LI%9 zQ5D!r2fE(BseWa^cNH_+xY*OrpLy8a73OuA=|moXy5ME7@~dI^<~_&TAKi<;p%UNl zhJO}$_+F76uk~`pI{r)_K0yit`*ZtUODvNmSBv0NZ{4VS8rYY>Vt+4uUp~sG*R<%d zlStB5#^>$tRP5T?rmckbOu4m%6q&%eseM=Z&H?B|+}?g4xV_6j6YEORdr6`zIbyUK zMo}Sru@Na5HuYoqU&TW8yv=zOAYrG&49^67N!hGv)lb#lNV2iA=Sdyk0Yjn z3vl*MQR2jSSgNe7D)lo|;kicDNr}VLE8_|qNU&AL^yTJOP0{4$GAKW2g2-KCdLMNi zdDT^%Hs@?XSjzmySr5k4{d1gMxC@9AWW%A8ntqBE36O>I=r=yJ$O9q*OHH_VB}_fnG~#;|I*^=lX1eQk5kbRMcO4ng+MDUYx)iwyA7* zD`feo@$}q{c&yurWf-b;H_3}{()BW~EaSHbl?jA(m?)=eT%{$syFzd{cN+6mHBHgY zD^KLti|aiP)LJk;sKU6Dq&(Y-uAP|_VJSn`Jt<153trdKrFvNztLu`BNrg1H&ms)D>wiM_-$EiB$yz9Gr%cv>^9UU|Tbd`!#2=$#^#o7J&^TtP_KKA4EZd-*(@93TO$;sH?(LHj-RvK`h-br~>;Tc_+W_sr}9~FNCnkx1{gKTYRCIW5R3I)Qy)$ z)JsGsVX9I++1sjIg*7DslcP;k+?OcGr^(XEFTijNkZ;y0)WqvUk*BzHEtinaad#F3 zPoKmTTvh7q=8KW8wsoZ4(!WiL-L<9Ns8Oam}9oA z-EFFHzFxlURwRyRGjUH4{2DqEL@}BHDan`D&MG7{<-B_1XUHR}@#8M7oj7 z?jn+WJ^E|2ftLC^RtsyzmF;GCbRc)cuQl$9Q*N;I9z^vfy3yqNrusU!!1Hf)j=>w> z@vPt=9^KS*LS!bbW$z)lU`dqWq$E8b8COSd>x+A6g>ctmH}8Njp;M%PmH+m{3sLX0l@Mv~Us0_rDtlbz zNP|z)NxNMuqU2=IUzGchD{;&imZ7!~Rxm~@LuL4eGH;Z+H=u578Sv6j2yIMx9Ly)e zy14?ScypfzT;sh36zeDC$vlM|Cvq-Hy}DHDq@F#%cZ#CnoQcio(MP*>%fJ6PVath8 z(#0KEi$Bkp_*`I1WTe$KH63&wuFKXcHc}`UY{ES@xlWXd3-@wzT zo5sQ%o$G>cT~XO?Te2p3fF!|xKYa$vYAW#&2qLZ5Qy;>x?;LWkzJ0(bk;9IiGIXl< z7GVEp$@wJ6fidQF6k%J7u&@sH7+jm}o1uvc3an-;v#y!TwtOl!qT#$L6a`?czo6pn zd)e6gdggW1Vgn=m)#6oy<1F`%E@v#@2V+zBS8U?{{QsBR=IzKI3a)xLXQDIaMmx@H z%#|ehI0%QN=Oq%z%oU0(v!$~Q6XZo8B$>I<20Oe`#E}}aLDdp!zjogLc#8cGnC%J* z)osb=mv}xwj+p{E8zsI=Up?-Q$!r%!hXh?rc6QH_axOx1G*ePb6CZ{Nn`bwU1_(V7 zTt>pt7HG2PB*e${jnH!GhI1RCN0pfYugKzVb|3Sve{O!}X)=yeQFfU(=!b;%FO7YI zw9bLtsh>I`vY#8c3N)IphhrIGeSv@De(DxE;k6Yn(zOgHPsNp0PMxAlh6r38Qq_AYexA|n=`H_;FL{1z|M{gGNNs?HE6g5BkZlb^(*Ym< z@7xxOADWpTG8sj%e*fWn(0RuHkL*^dUR$h!N9YtTtuL-(j?D&xjJZSJv*a3_3wv@T z)oo01X-6-LHcKOIfPAmRTub15nvzQpk@)??r`-0?cX@vy>Hp8)6pqakBt{DLwcUmv{h><_un@4rf+ zd=L8Q%3l7K`O)?3Msoa_D=3!SKWCJLj3QeAdqMhUmQn3d>SxCKuZbf+LkedwYZ%+A z(z{xhaD4=&9NJ{MX3B#%h;1VK$?aJ^8hHB03e9)?Iq#tt!EYdVkdc`WE|=C>jRduj z_-?HtUD8k4egCx6d1a-aCpLfX!M5hnGv;>f(i-uUQRVI<>*YAf9J%sd-B?+pG{^>E z!oKdfge%L&`+B7Nw%xM2<8vXyZ zQO5t`YozlkWDZSf6;(JPItAR%+cdIs%y-?pvGy0PcWfYwPB^tQUwubVnF(>NUUd3Z z?E0Ar_^&TL0F~tFkA;o_b^HG~ul|b+8w`d#VeGrM0i5<%L1EX^pr=7*F4VW!FOrek&oSmo(2Hdu{!M3PwKEQzjKreJUudjCIUp}s1w@2byt=giB z-fYJX78*YfTxDrKvEzq>#VBJ@rFZEdr6Y+T8S9aCn~?%(R!R|rE#nPGMHWPB=8b3e zQv>_`VR24Tp3m)R8zwfH6IN&>lSt@-XLoG55JZfCu+r}Kb%OrAHU4kh1Z6 z1l}sAvk;RxrQO$|)-oL;mX%^Wbd z1$U_hq``C592z#ody0AKX&AT4%umFQw_Y0(fBp$_;jPvs{sSGt>}BeDqW(%pyjDrP zoZ$JesN|AKELKrR^vWQmAh+8N?dO2uTg(yO9FkyN(%bf~Ki%wPzi2_PHmf+&b4JuW zq9s9`D`v{SD!>Yhgf^CJU8Kxr9Br{8=g7bQRZ-itl*7RjIudWWptJ|d^(ri zoJjEA7`oEGimv12lu?s()JY${%TcwtF#A6EkrM0XCauCsd;q_(XN^zQomhgk(do@b z{;{h3pdA>=xPb<3GOwb;*hk2sz~vW~K9H?<^ylAJ1f-=K?Lvo2I&eGHio{m2p6g3w zzMEmSi;M8+kna$ZFK!uCuaZwOBGQ}2&sQ5#mt+qXoPD`5bfHp26k5e^cq%oq>b*mc zYGt5!fe&k`tgy}Q#i7ASUjnKP*V_!&&+R{@oFcbx3LcuPBdYP?4#gIr1XeJ&6v5?syJ9FHZOSk=3?DP7z<;j{b!e@L(O<&tC}vHT3n@O9*hgN_QP z%D6X&Y=Y6`?9khdT?v;vj^MUX%nIbwO=I%CDckIHnswui@;M*Dl*FpqcDX6HE6m>m z^6pN-wEgJ|qS_c1C8U%C#R~|iIn3Hfe;};1!AWDjJrr!+MM?v#F7mTDiT@9rw3g9x8->>MZ-og~ zOQVLLNEVe=I;WdX1sFUfH;@h-P0-HTB910gDHN9O)g9V15Pn$&YvE_@KOZ*w6z4kU z%2MFH-A0v;wLJHt8cZXnhj8s8(_3R*jML>}>s6j7ygMZ7bPslOqkJF@FV|uprHrQZ z1%#NI^J!-CFrj4-(D9>|-pQx(NRdbuN^a3Q^_?}5f7}yZ2c|2b zr|rgwi@TSXH&lcp)o>bXT6zyc+Efb*qeR_z<-9rgrm9R{;s(_tnD)BT>f5Cu}t_Oxv5o{q-FKDb=3PLIiu0(to)J91Nw2QOrB;V`u$j*XDA zLrT&(yu5|0?E#BA)A+PM51=(J{>Og({+T7`|7%}Sxs~F(s`s9R0KCSMoBf1U{&p6< zvfW7W>*5N@avHuk6Z@3SV!#yLX7N=DT(249U?<|JGM~M#GWlTnN)sa8cv>!vC}<|Q zv%RFx_VFX-j|$6Jqrp@Su1TLD*>vX1$2MiwpDoKuULR*k+Tj*uA4VLa`3g%Tv9^E! z>9h432u1qg!}j%$kwo8{Ke-$H|MN(pOxVSTFAZloq4o4@&``53;W*$JN4iZ0XekW^ zT`8~x=Zsb+Ce#t>UD*XycIjIR9BFsh`w~GP%_i{QRM-CTz5e1T^20{}_%r;CM)hAK zF#S0DPc8-QKq4>9QOCLP$_Nj&d`Y=2OTwz2{ZK!oGy*{rkD;KMsq780rR=vE>ZL=f z7x1^f^1gvs7>YhT3q+| z^{BDzBmMDZB9jP0L!{-N?Gc**K@?vp>jNRP5T3d;YZ^YC99vt@i58dqyH>zkmAR*8 ze#J-X0a3-sajd zxv$XuK9-oQ4&K4fgZ8ltL`nL~V~YS|(vyYvW%>*Qnngmf>|jyq&diKl28=)uAp$`7 zTPXuaNGL*>Z0$J=zD1`F9|xFNouZ=fO=URC&7ttG;t0?HKTc8wWICB8AZ#W>UiFxC zF>%LwydnnO0;-R7yuL0`hMEZeV&*S0VKUQ641GWy418;^DhKb-0q2yf`QuYuEJL22 z#+@g!-fNLLcCNk#nS`R7Ic@YRFZ(q&P13MH_M?|ZdJfvmL&12C!WeU5QegxcZz4KF z%Lw)o0$CKtZaZSR!=b@gt|1C?&k*fC%PTlIjM`XNKHvzPUsXFabn@F^4}Lz@NLkq5 z?w=`~Z6q~T->|;PysKo3=bFQtl@ujy8RAzef)e)B9%g?TX`(?pebSNSP~iwymXiJ_ zgBfMTIN)dp8@t53wSJ?LqH&r>hsHUzHXY9mV2xUaAB>y9%3d zn7LtMXY=LPZfEoq_Ai%+5S(~@d5-6 zMFK0UDwZ<;vc<9vj=V$-SkzH=#j{>h#vI+K$+OGCC3C(ye8zXfW;PPM8+iQe<1tHo zHYG8PiDpVY5X8Ds$>uln(Y4IX$T44nnMxnmNA|VbyvcWBSz}bGb?l&(P_G{lnECsrSil3Nh!l> zt+Fl5S9J^gK9EVBqcli$$X-2b?APCx^Z>bnY~0nuS|^_u-9Q97EzJ8?lqsez^jhi* zuX=7ViZ&hUhr*yi1YZ0LFUaR#O}$?ix1EqUxy=|nCte(Cs&(NO30nzE7k{r#LXHoe zpC5k7I!f%YIvqbL?^$`BQt^kQ@7zFuHc4jF+U&ETU}LL=urw)jO19HTJ{|kRvCkP| zEnpLb2_t)vJ;;{gLoN9AmKncQupOqZ?o{+7t?dM2W)CGhnHFfU;j?8z>b>8X?|M)1 zTdK%Oow>di>&B2=KqOx}sQc`W_V7klfM3#{So4BUp?SiB-OIsRbFI_T%1!#Ea%yKs zyku%gn(Uf)ITC=-xbz9TexFF{kY0W@*6g_w^wkC~C$mP^;tXNErJ-IP(uiH03wjhL zEW38gdrsY^*X-o3&^C+k7E-)@xb%urt8;V;>N}vQbQ7n0rpLx~K>1L;Cvp}bAp-CY z8JJUQRFOo!j7;|O!Y(~vwVb8$>CHEv4C@Z>>?g@4aG_s;wEvF5^YQTcfBp|I zG{X|4r1wR@>H4yBRDG8@Y8FbMtTeyOM$q}KYb}ktMeR?w836~;+zFl|tQ-TXtjTJ2 zN5v=}jpYv#=2W9&)0zNcRyW1NBpNle5xUUpNcB8;wP&`NTXOFXN6i5qQ_U(+T}{&b zu}rI|pqUBZ#9PjQf03#FdN?g{y~;aUgSFzf>5D24PwXw{7Njqs5=k_6!dXB$7rk+* zBn2p629AkIZ%AqTBZZhf%?KsQpKf3wxd96EO9g2YCWMba)qM>q&kqVaU>WnR7Nq^d zfqyDB!Qonm#vl&un5A@Y33;uYR6WltiV$nPgGtWS7qMu{R?Aj>uo$)6R8{>z#}A(6 zJI@P5t<|v9#DM!NlMc~T8TBGZrHAi8le`Gb%B?OJ5Fxmc&qhhLO5n>QYF;u+`y8IFo<<5F)BzCoQ;i183Sua1 z?I75fBYOZ$q{d2sOs8~^A@RwcTZ@aNO5vZO0X?G{&aCv(B%nN>0H32IM2|-E(L%@e zaXjkZL`%NCo!>wIe2X(Hd{%nQM3300H}H&;%G7td^D?o)jd5WtHL{yK@^e*_f7jkQ zY!`B2ivcS8)wx-LG-)!6m^iTDZNUR|15)|2QIC0`Ow5g6$4{_j>?NX#IyB1_(R~JQ zq1;Bor~6|=l9cCn-qIU3Y}|BIdf4vLv6cNIh1&3F?zYxh;rpqjgRa?4V7CcT;tNDq z*BQG7-BE!~Q1-*;mCC=GnQh5Vhi|$HE*pK_djj{wIpPlRnc$y&$bfxARL9ZzOVH1* zW4WgEz+MbyNRy{q7HUuhpZ7>%#+)O%Wyg*7v8 zWYuPRpCEK@K1!p z->BQ4m!Usg6G9c#76S%@%saLF3ORa4P{y$YvR(Zqgtbc1XQzQyL!o6-rU5guaKGd` zE~rq1SZ-{2945S}agzDqW85LX(Vn~Mo$=dcA)*1?%ne;cug=c6X`i4whb9gQ3Wl^9 z+?_ZC8owkw#9c?`W+GdZwwdY(?~!}?``y_rD@bZHH|MCSxVj^j4!iO*`^xKgA_uTwSd`brGl5k~4ae{)T5O%SW6n@@INh7PWSm zSP4@%axksC40Ep`Br}-e48X@RvNw&`=+eFwGd}j~>33FXMYS znoVX;&En^$gE~xkswS~&t`^C(j$cd_?ZilhZ@1=ku1YZ5ZmqO~r6gm#t!m71Vl zINsPP*W*JDy?k{aN_|j`Qtrd|0vm}&x_&XEu7@I4P7q;;lRDnqE24F;!Ytz`yGXmM z0V_tN8+uA>!jYb&ECF?VO^*S{(Z>`r>0<0q#hazpVRS9F+(HXq`mOx(8&TUUyCn5? zS_Ql>bZ}1$tBt7+?n4bDbv9F!bVd>PM>MsvogveFRZq#z;MH%%W7E?`Zljiol$B55S#Ja&ldvDGfzoWgvvMV4bLwse&~ z>5Ky5>C5i)bSe+{176&zl*eylexn>IKH-na&#KO0Q>l^Piqs9lJozsLQe4{eA>gdRrL#U|bxASE<;I zJ4vvu^`51<`SOb>t+f&_Q}gBfk*I^K?PiH@2Cp>p1$YEYlC;5q5%^Sh_SN3@6q4k- z4x0F57HVA2F>f8Q$u9$W*PyX!`mj-0{sR_mJ+as1rDGJGvD3E4Ob`^@uA=#6(;S6v z7L=kyL)ps|?qXW2!Em0i9?7D7XRqQ%SGaHp_0GLE;8!JKwQOEhFpS5vZ1P`(Pu5=Sq@a+sId0VD)KZ2d`0W<+(-iTar-Hw$IT|ZWYdM+( zDeF7{&@i7?6$jP-izx&=<%`MFX+_S?F;)KRI&HBRTF-ZL^=#U#Yd?yFTpd@|4Kin` zr3Q{-aVfSoa(B>FwmH&Nq!dQ&3|K&&Mp|^k9DU^CIL@)o=ucHxN;C5;!gr_Wn_q3E zL$snW1Cl64&X$oA0>W(#H7**rS0=5Ev{y&!H$nH7AB09LS8h;HD%ZgsYWF(gbDj(P zpCm`iybf6wr3A1B)^|JJR^a9JOVRghg=e!Ref;DeKMZ-v)`DTsEe17UsR0~;JtieI z(c{q7bdVL`rE~NEyWd|<-$L!fAuh<`V5baOlz9k5Q(z$bOI2!o)GL`XN<3^!g$jM; zXSa)&g`2^Cm(qlgKo|S-xlk0o`I8;b|Gt!~U(AKso3Wl2=g$zx-YGV(IxH0v1r0OB zlDa%@b+mJH;BW&^!#QX)Vo*rDo6*Ku(A=cj(cZjj4j7=&3 zbGxxui|#iQ0+XH`J)y%695pV($@BYQ5SaI+5<0Gie*gRDufd7v+|(mFp`-4!?Z)k_ zwVKG&=0`KAn|PRsvHCF3NF3FLhm#HVKM6sW zH?9TV372{0P%<=(F(9)R4?nw|kvC2UrqH$n|>q-cmEkK=YNFGgljbAr3>L11({<(Gi z-OkgTB33J}Dn6@iamBLum6QdH`d-w;D&um$(P`(+B9>Dm61JDZTI^wzj0ho*d1s=z zEqXh3`Py8fYur2h&<3|-gBdrpIrzjChZSn#Qw`!9hdMoLIqE8NABSwRF$ulu58^gp z;e|ab%yHP%Eu$R}DOAxE6;mNcwsTBWgp4mfIH7fCM!9&u^k~6h3%0WEStH3D{S(fu z@Twr-V59+YeTMij^<|t|xzF&&Jy{-{RJG{~&>S1C3+KH_sr034PiMTzRXG$bD{M*M zyo%fih?5o|k*I31G`-x?)k~IgS1FdHeBAt6IbVZ4Gg$or;1groc|vWanxnpYF=94I zx+fIfGB$=jF&l~_96=s_n60=;c4Q36N*EdATQDVlbaEyF?=n`7O<#24pi5X2FSsDVXKt867Zaj8wTQBB6DvJ&n}y^^4E?LA3dQ}jcI#* zB&TW_F@)g^F`z8X`qSV`{JP=tX!D_R9WEGhtEi9=om5KwX60bVYA zbpcE(=ra-nVUk~T&&TGSK`roK&j&D~p@Ac`0q8F1t=92+yF`oAK08}|_N1SwnV{;g znO8W*n*c=Povt%r>#(91^N`+(Na~d9ZV&V${Dq>1FhG1h+gnBaPhL`kI*h1zIw-P= z(MFo}mSf}TLqxIOL(%N3o|0&4bOCO6-Jt957Sof4dOnM$F+oYhHElJ%76Q}QqCc(@ zdI0rB8tnR<#h?o;23Qmz+W_1CW9QIgW3MM5TPJ#h+x(XcLyP5`XXG(}t4U5iFHr_$nzE~nBb97=o5;d+=ORY|P6?0|4M(RrWli4Ud zGKP%tz|H*u!Bk^x<0z9$FOLQlZy*;|pr`Jn+!&4}b`^RYv#(cf=0lS$aq^`(pS%Ie zo038w)ul&>3+Rsk2gl18!)$R%wzo$x|5;<`xGfD558Q>DNn<5N%d9>PgxjO;Fi|YrbS@5+W8trVL4>LLOD*O2|Z4&kSA6?x` zY?c)|yTVD=I>xA^Cqj!#An%p!^4KUng zUG?`s&mi{;_~4FJ#!)9aiDAb~FB7%%4#v$f$X=75O<)mcxOD$^jHDPI(OYKYyfZ&Kt+2krJi-P-C z6@uU7D7?=)y{YT3>bhEmhWWm+h6B@oa`nPuse=7e1D1k{O2Y?a`KDspV@<^E<1Hso zP?+(!onaFo^%Zu^^-PBmQG00inb}HP8&_o2TNJ!K)8s!A#B0{>z(D+-iOw8ruS2oV zRuzK>PD@=?&gFC3f#Sa5-Gs*7($HImr@H89S2RoHU{8~ts`qoSUYBZZL<2sZd?&`r zoUtx0$fPT8y-hBYA+v9-)mOp}toG9`uw_(Ku2@USErrum`g1h( z6BFOHpwuFn?VB!bt)pUjJ?&z6s&_uy99?5%afrv*{u1YgZ_=zNNh$5gt--R5R_+n8 z%hQ_LnR{SAk@Jx2G+}S?HXTCFip>NoJ#5Q-S-Hl_{Vo7Bmv!?q!lpNZQ zEZg$59DoOS=DZKXSybv>g-mvhzAs;p9>^udn zxq_QomHcNr$OJGCd^Q2&17~TcYcEaCXQ$<36v9pI6=s`1 zV*yoJfJLtbBI@Bw>x&wMi{VjRUbzgQmKRgE+#RXlPZeB4Co{ zVZrI}%t}Hl5y3$61FjN@YQ?&P-V1vkiY2k#y!<%x0wxb|IxJ2mu`rjJ>W_Ou>!=0iKCopB{H6=&sT>p0tTJ$#R00*Wz_dmT|&W)dv)D@}=GOhU;0Qk<$0& zSmYQt3o`W3-&hGWA)GE?7}K{G6OW3@ht!^j<>JP0M4F~q>S}Ag9a1iTBE_3@i4To5tb6XW7ng^9%}GOwO&ZMA@q zh_ipNVx@1(rS2=*+VfBM7uWY`dbd8*aRCp+7-r(-5>WfNULGeS~E*vy}PDlho94`;Bb+-;P|hz}5+V58U5x{A?il37Lz z>%`JT!EJa!p;N_SD7sArPY3d}p0RX(h@CBslj-MR##T3qa+yhaY={5s{xV1T^VV+j z<#N0D!2oW`SP^c>;(V@fvHyeNx_S;`?`4|>rm(Tj^Fox??hwLIRhpSn^y{bGxZ7d5 z@tCl;Ld_wHMH<@{qb~&)n#np9@2ZV^L8qzn-~&_ec?tDvrrt=3eOHki@QJ**S+G}V zoBS(8mjBepS`9U}Oy!&lgd}@FALXW&k6%*ixR&xNMW4+!t$8-RaqIyrQ~-WTr9vUi zJZoWnbht$RNo#dirH4A+C5{`-Hl6Q??u&2twsiAdNm&?>bYTq5j(SvCUViB$G{Ui< z@)UAS;e2cv!GdDi+Df2x8dDr+-083^`g{2WM}vgE_^9dJ`rM?cMf17VvUD04hJ{8J zMtP~KzPxth=y#%Tn|8F8O_N1zaC6@*K21MqQ|7N`IN5sx)jYaJ-`T)#vXmwsjXue! z*%YHlw|F*X@|E&1Mnq~`m4E< zlKpwo0tCA}E~6nWOdeCSzUjeHyF^GawIpwB5x{D zEGoZ>b&s5IVcd$rxdD=T0-uV9fg;~w2XO|)M%bz=#KlyHI_Gw{kiHKMxU11?;TT!8 zi_FAVbN9l9Ny)qJzi8n1w>GDLs%TZv$SU?u^x2-w(#noq>wcXuso_Lxq2i3i)uYgEm@33|FHMpw2~&)DI$ zrP?N8OCQ79uUb!cyN!S{^f37#=zVNVmW)r`NaL%nP;<&Yo0hvAeIqDr5@lx|#Bq+L zT}JPr=*cST{xZ)uj9iAH(aJ$t{jvEE^v4_GmC+Be4%6j=T;?lvVfSz%3)sqWYK&)df`Mh zUa??C4D0(bud!<&jb)0snoFlfr8lwAwpxXsLel8z8U1~&z)G$?c@d`jO_Acl>XEN5 z%}Ea^*>L%L>=oOD22SK~N^pru-*oL_Bh&*dN%NM2{(5!&7*TB+s*Eg9aw`-4uDkz6 zPhqtiOI(>>?IKh=aNe9^^BQ1YWQ8E09ak%S=q6;OoG#MPnpq{)kzRRhQnuC`EXGqL zgGk$gwud8eOkqe*SlrfeYQ4ZJ?4Y_i--Wovis%a|K2YBm~8noxKR;B zb3CLt_FAhAhPUls29g%1+)of@BzF13j{Uiv!03(P`+s;)$u|8(8(#)$z1D|GSTlFi zG|o5qlnwGd6pMY*{{tL3z7)V@;1>{q>{pCIQT87I9nY3xDJuZ6@`)cNJiyTkb)G&G zz%Q83Gy(w#Q4@(ofR5?X$?UnJjX^(TDd(rb@l2L9-c0!1O$bh zhv{8J`j&Hbu!!weu+n#Pop>eSf=8o45+Y45@279rka{5E;&W4dy74Z{mx@>?C$AQ+ zSi{$zEuG5qT44ijhhKsZ`#wQ_Bp-%i^tIZBEwiVg@!C^&XMJnijL1@QQziAOe3u0o1SII)8CyfAST?05V~Kc>oH)PtlIQyu;_x z%U^8Szq+)GvfJieP{RltI_KH3E^%_q8ZhjzY|dKvkTSl-@i^ol%4#OgWhqR7d)IkT!i{5q~M-Fi5amkSzBKuaxvz{v*Due1QT6 zj3FY$iu@)ip>-}2lT=R;F@Q^pE&@*PYHEpS6_hwlN~ z%})?dIUQ@FK9?v3MRQ#?sa}TF7xm^w9KBiHVqPp@N7&BP>)XB%PePD55jDd^PmWIL199mm2uSNK;lMgL308WS<7t1f z@Z~O~)D8!HZVK!!1poY@mwWBkht-SQ6VlW~Rt7f-%+4EleJ zNB8=I19?EPhy5u-#j87=WCgq@*eT+7al8GBR9N-siue~^8E&ssZH*Fd$x8R%R=kDw zvWcQBO~F9(+bH?>&wrh>&>WG>dSfwDazWXZSfJuo&AQmfR+syhNA!2*ko@3N0pK;d zjU0K4oawLLM>SLTtx(r+Fzx z1Zu5xKlsHy3G#R(KpKcLQ{B3Iy_U5qtl;ddbRR*w1r`G3Ig*3l`T-HBK|>nIb}ssU zf`~0IrNp1i8W$;euO?D^CCPk7fsQ_IZ#(*^7Lk$D995;F$9SSO>RP!@@Cl8ksP61M zKySq%%Yx5~6dR|lvoX+DpLJqx0&BX*x1_i~2?u_!WdBDi*-73<(MAHu38Z|?L~RTX znf7>Ve~y+>0bI|Rb)k?XUu^h;PUl?d{#Fh}whFiLt2>?1!}7aB<3S*qO2I%{@h^Pv zjYCU4w|MV5YL@mePWdS7LgF{-;jx|qOHg&qu!A9q{ z$Kv<_c8-dB`=BYqWU1^kpEE9!*0NpHj-0sU6L(l#Z~!+ox%b~z1mrBf@ zSKP$0YM>Nx1PHh6$NTLT8hytn$OL6y&D<&w$ffNaPg<#faR3y)j{%b7`A_<6f)GM+ z4)cA$#BMS|0$%~~EO^H_Qb=+w9!uajiUSA@RFSS=LPP}j1ne&3@y%V}$=QRTIn_z? z``LeA`QM+q-`}|3tIh9~_V+IHzp%s71YJW9X#gC{z6E%LijlR$e-+& zc5xQ|m!FvcpwOamCaT$7KjtKb=5b`@7o0~a=}^9AGKDz8Q0Xa3F3^uvWK)NZh1NXF z75b~UL}T6Eax3A<9kop}3HyZ&71Bq-j-MdE6iI;5{=GbsBSDRqegOZaNII5felL$s z%;PG?9dqKp6-fXk{ZSr4oKW!QKveZlMba;qN#Gwmz0~h#|G7N<&$;qsp9cRQ0A6fI literal 99059 zcmdSB2UJwuk~Vxul4(hzq*j6`QIw#h7LgY1E72pK`fD9n;w*-j6U*IDEGuQ!uFq!a=D@5_hM1TGs{(TeQ z2+)!d4HLx^5pV#6v;;)71o&0}3XUfs_)Gi!(Cfs~A#f)ae7{31X|Ktx1H zOhiIL48D%Q6TA-)(~{6#6PCR|ukn(U!=B;xhwv0K&IiR!jG6-|t~;;Zd6QFIV!C{V znfp4=jhnn8qGIBA?@7o#lvhwxQhxOGnU=QBb6q`?*QRFX7M4~Hj!w=la91~SXpJ0BS{^pASAo?p?;J^PNU$h`!gv7)|#H7FZA|Q16%{VPF$u;2% zbg~+xFYW0$Zhs(Sco3da+(gcKM-#>P>fHdvB`%Q#ZuD=~{=(V+9b?}AEzbUA>|gns z0^|U~zceC3LLw3(A|jFtBw)KhcHws;qagcBqxhFb^_NETyFvbJcyJN|a1LT(Vp8z$ zMM`qYi~r?@p8u>2yc9DfF0EnvAm<;CbjQ5*iuE= zd2%}DYAnoT%%a1clQcrm%>vdwFfWGSNB#R|uMHW3CU}C|gz<#lZVXEei z$niku(UgWh9(aKmmRHA8;(+?1h`ULD+&e_Hwc~+ob(~`1WDx8-Y?C7kM}h|c>Hj}J z^bM=P8lC}txwe{Kf|hS(D&FwoF2nt-`nq_N$jv90)f?33EK zgNOD>ttK)@BRa(~CMJO?6sSpMn7YujhiT?7QiJ%ufBsJ-k_g}bzg22eTyi(!;JxR| zVsl4>^6IPdfN^S7d{RIIb%jmRB;TFHV7j{Wb1`q2ULGDG-=DV6Sa*wBb-U&B3NiN> zkpZ}oFg7CWFso}gX(^HKH`m9QluvU%4U{h0^vy;-E_r%Bz#j^exk30d1P^c)1t6!( z@W6mso%@pd4n(|Z$II{@_SR`bY!=-837S34tIY3d&}H z!zMdputq6byVxdwTA+8if2yngX*X3~)PiRTi7^`5f*{7!?4F*q#_1V%=UD16bN7AS ze-oot^J3_J=Vd|G4+kc1w;Of(P;)3=p;K2KJfNl=H!|ZU)QK6!O?U}c`=~aQpya>V z>(5zLoR&1CNw%ZLEe5Ryl(VK;?qX*a#Y5F^bB(V*CB7AIIt+VLbP?mqD5bbS_U5Qp zx2)-9hHCas5JP=gZM~4aJ7ZZoElG{3CeswZ_pL`nH%{qsSF#p};}nmjcN09l{PwL+ zs%l1#Sb`_at4eKT)WvpH{HnsK)4qCCeolV;@*P2es{1^odGF$G^p;w6d2Mez_e^M- zyQvH1bNy~>A~}0Isduf~qN#{!V3Qyj4dq`wpJ_4DS0y=> z?5J?|o;w-%I%D?f8kuvHi#D}kR9GY8qnmTq%lt{W)r{?7FF~C!QK`~`qsxn4s~eJf+5fequxGbXxqE;HK9H1gP4l_u>a!lOuZqVyN{2geir zubMZ-NEJd>I!V`q?Iz9|2jT5@0jJB833wo=DAk)~EBnY$;pgZvi{Tp$yN|P!4aLKUs)8$phqYe?^H*wzi;9fKCnu*TWEm7zUB#NH zm}1CTiB42j?+{b_0qlG!xN#T&@HYt95_T*=p z@?7DrC9dHMuc@-fU)(F;JFY?F(()z@Rpy@;?th-PKX2GWxQ~u#onsvJJOuL3&li0XE*> zTlvbOW%v&|ituv#sF!Cqu+&2Wdj@(Qc2pD{$e ztkx(a9P-c-f3rK%G?CFINo7JihONI}0d8(q;5?yU=dm_8JN|b(X@3t0m zC0c*3J^vy@W~JwQT##dNqQm6oJ-v(vtgOfxYiAAGJngx^QNHCUbroC)oiDFx_ZXp~ zkq6*E6V6`2!?Y!w3oI85?}-Gv!x&Zb?MC$IBH{1ua;cZ7yV_Y_@p~!ZwZHNL5H=~} z*}Ee$H+i-w^vP*Q{4vIJK3G8Sn7q8!P@(%wQ>ozF#;BeR_RiFtsyWLSi=qk}>nF^b zx0;1lq3+NU|HjfR^$gWi!)g5)mFzxPLY|do-JlhUi>a3@?42PN%`9naa<)QG^+y&oivoKEuBJa9hIfMLno z;?b{19VVI$rjnIYuJcF5tJ~c8!M~Vb)0)}V(6<_JvJKe&@D}%wLqQf?0)thvEn_Yk zLchPMDIFGiQ&$(DThW--4N1Jw++u%eJXix=S2Yuf|iqz9*xogYZ(_=HcAba@xaE1U{Lk zSMI;S3G?*azylxk+n8e{_5v~DNxOr{M;m zsim#ERdSi1D@OAxf+Sz{8kUAI>1S3c#&bbZ{2;N_u*a?IUHdEbs#l5|hK`qxkBb9r z(w?WWF*4kMzE7rM!qFKs8G{}$Pm3KLdxX)WVw0`Q-Ckt~a}Rms>YjGl5W{i##~=1b zG04Gs!XV%PRHXabTM6cR!$PGaRI>(%ljg83ooyTxBhk4kAb1m!Ume4PyP)bU@`Oa+ znuU*h!rYFPa)X%!nwfbm358@!`?(R7oAJufiC}DSAQ&5!|yuw`mXI@IVJnv;`9^Kd^!p_dnE^q=bKrPrYo)8D+M@J@T;rQ*sGf5U;pb*UWz?3(YZCy_09 zK!EWJ6&>l-#BWP+8)Z8@&3XkNnL`p|El|@}on#(*LQFa|`p z6#=))znkOl7R$O9S(=IR?=D;)t@#;^+&`f%dj%iE#dU<<-&Gv`hBo{OI?zJT%k^h& z|M;j!%km9G1_$+iWFoi_XFxkG~Ua+*LHe)&yPdqN4-)z z#OvX&xb1kaowM{gYiZd>e9wa7%o1$U$7QqhsN`)^6myPvrV~|-QiDz@L`>8uzA;8< ztCT3%%sl}^CfVN_^p83eKluOB1U8L&sHa#^CTQ+(IGmV3MM5?{8YB%d5Y#`8P+Cxk z)+P(Ots4rkFOMZ5?BGbFUmnsKAu=;H26Nc-Fs(q>Q~IVHP85Uq&q{XQVV+S_Qc2cd zPl$Gy?N4zG1g{PjFZi&w_o*B>xflIfGxIanSseL z!M@jp+F(f*0U27mm&DF!nqX#M=;yp=1dWQQ6V)nvSb*)WQ>-Ek`8l8o5129m5L@e# zlA*G5F(DrHiqJ{eZuDG6WExUsJP?=^b`)~| zfIXgA+rr%x55O@eq&`MI29TDov#Jz^uU-Z^xyKg9OW!wZgnnME-2}*pUyQ}Cb77vg zMq;#$qg$TLIJ{7omwx@xQ{uzMuJs^a6xz@KdU<-J*{o5@>*mE#HD6P;`+aGSup}#B zGrLFq zg$}z$;auz8gi(X0U}B~V`St0Z#${sJg)R&BUmw11G7joH!}MBVO}bH$r! ziBqY1rgfQ*I)-U*gkt~IeUbQQ@1b=qF?J_k_Yw5>S(7F_>=)JSt{X#i#j&Ly0|mdj zBOhY#v9;N)&tB{o;W^me!FES>tKU4hZZf@V8++X5IQ)b_p5edN4P3&CCR>{IeB^sd zlRp5PdavliJm{>8i)7F)*vF!HfX0F|%00UFGotiO^_63;#rKkI*PBG@1&37CqKml@ zhPf9I%>AIl#RoMSc!9nUB@<=O70%VdlJ+W{eNJN&a-m9EWs&V1mm~856u-x~soHW$ zTR}r?t)w$<3x@u_oA(PPFP{|Z|5@s8@-gfUmzUOZ-D14W(@z<;IfkBRu<)h2%}5)~ zPg%Cbszpfi{pw|nb-k<)QkI!)vJPZbs*ys|5x1M3hspVL?i@D3^mT%)YSh~et-7{F zZ`6tNtM_3WOqJGuxOq#`>T%+jk}rb+>RUW8Zwj59JKRKI$Pm`xHWv$CfuYp(QtRSz zLRsf3h+p>4;ZO}7~v2u1Bv~XDUAo( z>+h-dj>e~1g=bx7xn~}v4c#uA6SQ!x(W`k1#vzFAC$2yK`qOyB*>*FLv36(=YK*cj zDA;lkEnb{mV++7tI^;a;5-nbsW6-ni=C0+`-MlodZY@N2?T9^ZU2#LJj(f>asI9*z zdV@RRJa)p#Tw*)%5+1O0_ZbgcYg1W-QOXsFxcPp|?9eJ-rTnr9o3O_|@`PY~)?cD8 z=8&V+1v7;Z3iK`~V{jQnjKe$tg)BTx-S(I+tl?dx&D|lne zpdkjqaG@6oopVz%U?RVb@njfg0#9cCYfrl0$$Y4YMDDp6EU|x zD~pQ)xAX7FMo7+D)nQ@Q15|s+!g}XW^7$4X$dCQ`>ore~xzxeN&}0q8e;*<*k{LoQ znxiST8n)P@Y#3ABY`^^aq*%3XjdXcFknT|aj81u*elke|G3j-acNK3#{E9?wzaGK^ z$8P%vIaLc*?`kdWkaAspJU142-_=U$@AdC_h%fAjH&2RI_-80^dQaT%bFo`=mYxW^ zUdh)fBLiPE!dRn%TfOd~>Pw8QY94DS+Y!BgSUAM-X8A)j)qSpcR(c~jlQWG?=gD^D z0_-wI+A--O##jwaf=eN0{#;uL9gnUtT()Ldo#ohaxR7^cTI2DXPZ|0?M!vinAD>;# zkM78L^u@C60Y#TZ_|Xm{3OFysDnkOLzLq^dA`>E6DF{vEy4Wp~#(nH-`jWQ#YOZ{( z7DBY=wXb0#Tdg|is1x9>VpjFtN86fP$9gK!rO`Ly z?iMaq-`1OMKA{Dk{V;h~TsA9qUbgE6#oXVT5Bev4yUCw zjKHYNNFH6HA>Qn1WO|uSAdld)+w?;>Z&@rk<5v07!mE@|1!UX9rU$ml$haUW1FmPn z)5bFrlDDZ&0Vkw2(Va z>l=o0)DRu&9I+$)JPAvVLRi$s-WaP5FVZ#Rfe%k7z8rIo*85C~-Y60&8#xlXV9=2c zPnC1XRC3n0BE@)eCiS0+;{jv#FZuZ?UzXWr*~pSf{sHn&gdh2zGCiH6N4=6Q#{!5P z4~@T**k#kzaf-G&3{xd`j8XmA8dT&OwqDkSSlgeqex}5VkZ^<&%{X?P4*n zW@~+MJ_4Hs2Lwe7Js8I7+p`xfF5jBCHfNXR%pM|s5`UgJ_q9k_>)DfB0C+*rPXY7} zir9!hDAlJHB=Kh4mMA_l8BTK0bNt5+{XcT_|Mog-Sm@D(ArGGHUg&8T=l&C#j7-T3 z(!Y9b)+gOI^yH)Cko!9n3Z6f*iE%t}%N{0pfS%gCr3P45ceH&C-PRY}hQ3mDqXrn4 zkxb8JO&1a#s9h}{%jb!z<+plHhoIvd&0}iSqxKIxROuysYB+ilpiw-cuJv*^olv^% z?JC?-yXEIMacgxW|D?DDQ+%o@;=V{kQOfm}=K_i`jXr;%2 zpT`fby$*K;R-QAX&*hG_Fx+_-{tre(^3JL)ev*FZNVrZ*(XxzLff05X&pS}FC^VlDc&d2v(I{|`&)Qo`j{se`<{G2teXrWP`9Bt!7z+^ z9VH%+V~+>b=QAEaI}IG2LJ!cM>l?TMFu3k(J4x%=0m+{G*p(|&jmR>Xo0D#=yWsiY zXx@8yZfY|^x}f@7%bV*B<$jCLd^HSXs3;;bAxyaLIpVr^cIp9T_m-Jsk!Kb@n#gh{ z%UqFnhVpN(Cc?ySvfr5c@g_Cu*E7@7O#~_l&V=)m233>j8Xj0&2a$lYM&zOJ1`=}x z0y;p7W9tZzl;l5YYL;R-DtvV`p&o7DRZuT`%+dm>5l^t~j-F*7=W zw@(KXyvQQNXzd(f2|5U~wn>(^T1$H;7qxH~k&Q6+*uGMo>jpD=Bf`phw>4CH6?XA} zIFB8-SJoxHKduHLwb;!O3d=joMZ+K(c?@||Uy*b?rlQnl*5+!xtkh|rZ2rASAFi&>dolSPIb6ga`aLq-e(%;S7~CRvua=sDJ%;lcaJCN3L8~|<>G;(;+YMJill<^j_i#{^5n=AHrZXWZN;}1 zL<;{wunNJC{!bXwW;7&#zfSUnonR?vH93`XclWjRT+nTP1lR?5$eS#53)?%zntj>! zBVJWDIMjmn9AkZ7SQxR^*EJZ^V@l~ZNxuqo2nxl6H=+BGxptx%3k$>p5{v&Vp-(Oei$;|+v*$DLv!1X)~`xwVzCGKf5DDbMn zSpBxiDxEaCsYtd6hH)-%$S|@lfyC?7#?6~&tAgIz1scBo-(F&#ySrtUUYENkZwoP} zLoF+CgP`X9cd@5zPZUN|lp}kA%z?4Dw!%h2*7JA(f|+}wKP5mnq}pFF9u*;Jv6zVV zC#7Pz-Eo>!G_!HFq5#xNvFWf_;}#i~;P%z0>64xzP7h1>Jp!=#DojLXV&@Bq39d!9 zpfMl?je(#g5zekAXdo1tbA5aN zw)#7FKr#Z(*nx3TY8W{pSc1?gmMr-3?}Twoa!%ucik6(6QwnEVWayFaXrU~wc_^J@ z@Xp|(*8Go_n$RHF>0-Uae+snxpMaP@@9!5u;m1P{RrVkvw}WegO;(huZk{#j@O)Od zw{1OQy=EM&r#hOkxFa~(Cf?^t*qSzD7^?oAG;;h2X#ocMWS|fWv$Re#p!6*Xx|@DY z_wAW$=L?B%aa&tNEfOR}evWXFJR@hS&huHh6A(yMm;IpYC566<>hsU64JmdK-%Vya z`F=KsqU~Fj?7vWl#ty@Yb;;vGneN9(bosE}SU{@S z>0?FDj9{n8L0x}@DK2(q!HaaTd}`*^u_YpIz~#^?3?vsrBg+>`mPMvitU%uyewC zb=jITXaB5O^Xu;LZ|AxMqP=iVH7M%+__*@m;!Iax`U<$un`L3|R#}H#u$;ocwH9Bl zn>ZVI-G4%A{~w_`20{T?NqCG;EABFffF5lirxf?FNiGbT0y>+tGaC0V%dn%VlLGR+ z#@9>^{G0{hBQh`|HTYX|Ct9mKvl&l;5IH+pi#R`?td zak-Bo{SGOGs5UNIipd4E8-l2jGGx~Iga<336Bt~eSB}UXh~ZVfr=qgu&h4I8D_M~c zqiS2t`$IFS)Thz~r+70dxS-RJ+F?9CLUD`%(FO(q*-SW9opcSwW1(|c(qHn!WOB|= zP7>`vKgu1KZ2U`95o@@2`T?;#;wI04cm?888z3%aj3U}hnnSp*f=-|dauduei+uKP z=ac#G%-60S98SG+Dfkw&(Qo1T8R0afy{rs!r7+EFlBUw^RN;HtTki)~Of^PQ?OVbQ zeo{LhwZRW$4b2}!FHZl`3;jmjo8H}$UK}z`I#BHM>o{NdvXlZdO*utG6qpc^Fcw)p zv{O)2!{L~v>hM5yDh-5Eh<7aVVboT0Q?t;aBX7d;;Tzke_c6cTAOEy|S3k*^rb(Ma z9jEGcr-WYfkxEWvfwh~R|KZ7Sx$?s&SwyvW*n`rlWs(M~#*e}R;(nZGDGnBhOqs2~ z%Gi27Nz#SCL&|AP-EZJQ@9gyM^_edWuxg`|YHYb!;vPurBx9-FOyMHu6=Irk*$b*- zF#<(=l44V8KQ_{%Dr(&(UKEMVY==qWfnf0D=!rTuHVr4(cP;-$nmdEwl7>MT z4>`}c4Xf+>2amzNg8VnnL@sakC6swE@a*N2?QS}P86 zw86+8^cJ_Rcuhq&3O%G<9Rwp>g7@7F-7@12#?`(=7st#RrB*@x$6OE-V{wdFKg&av zm~uMyBDw<>XyX#9@U))4mbsXLQT>C#B%tf&A^8Yu=;eg0`=prv$1<7B}Z+ zcX1`Yr`T^rR|a`#a3%p8wDm!BskrmFyRSKYR@#x05JV4!F?)U@2l|5lyz~nH-s2dT zS~be13ltq4=C(**w=cI^Y$)`nQaczPF={C=K6?ugB{NQYoGXvDjV16teVavUHd39z z$Mbs9Sy|M@x-!*j@>depsOU5X1axh~F!jbqLU>?##w~=wVCanKkHuvN^_(dWmw^Yc z@o6|AopTjD@Jrk%O`Zv|4f%7$TwVU0DO))cYZRm5uN5vOHFiq@odzw(<}P3AK(cxA zjo(OJIR5}{R+|V=harNX1c1pqns@-GI!cqZP!y!sd&o4IF9WR+`|;4e)3(P-xl2-l z4*t`jU#D_FzU6Po(hkR(2VS~6*3ubt3t)OduzeG>1#ZYqV;F|%-%!?C$eXD>hGl%yg}jc0A7Ebb<@laCjc04+*{Bj#w`g)3#_QNtt`;N*aph1(zsq zBpjM&>M)@xb_%4}au`-tWhp|Je>4gIqBqQNJqdvg9U0TCQ}#^?$@DLcN}5i~ z9^Xs%B%jqkCHt2ddi=_M#&W7IEx=lN*@p)D8i1^;Plyepx+-4=(ERb zs8i|Os;_S*=ZJb#^1YK6el-Yi)a;N_7U5^V2bjKiM<(SBsh6pnYZ+2mP<@S&_|>gz zU>m6x73yVFKrWLvHML3N_OH-5;-8#VLI6?Y`+zYH!^j@4?zX@3YH%1s7$HzgClcJF zU)?swDsRzl_|Jf@_7f6BASmA#hLGFbmUtj#BrFIgrS3aNRi}mKP`NZb*1~K$n{K1g zYInChFk^qD^F>C*JRJ>hWgF)T#(5Tv2^u{e)rF*zHo>wBv)YW9`aSFyLY_9^cq-0p z!wRNUEL|>~g!Otm-Pmdn(=o{5U>Ob~^2pyN@=`UM#RlRr)3Y&p~4%36Gl zptP-{2)8OWn6h-qW6vClSJm9_wYwHlSNovgO&DU_&O`D{3d@1Y46{qN zh~p1`KB=7EMW^iUdQUDzb#3EE0e?@EKoSeRr1Sfa3UM>CvrC75M8Q7V1|HmUg23*6`7r*pmusz~xD#-GOpQbjBdkW=qhZ1{zdAG)EsL+>d=-TY< zZmW~D>Rj@>mll1KQ(Hk%GoOI;s*cE9DQT16ckjNl>pNzZ`x8Ps&xVsr5hr@7CU9pW7F(Ua`?~zgh1Vgm z9-Z-)uNC-0eq`~==)=nUg5!-;-yuLFgCnm(^#zFbidlzfk}VJWCFEFEi1qPD6f|)$Nu4x?$cD|=a9e!A8;z$+7;Hya5E(cCkVcjBT-M9Oa zVl(5!-w2*Vey4m!A7~=uQ>e_o~sp;hwnC`|@-C=0l6JcJ{6|*3gL+CUn9NZM5NDI9Bsf(3|X4n;n$84xOTto^!>s1olSEeX$}ljZN%>qM71q>!Y@eVeEC zyJvE&f}uawEr80`McG0%B6K2khSQ@JN92)HSC*|Kwg>C;>FJ(_OIhCzzcFXn;oEQp z4qagK$3F7lq3*5IYmKzh*>mx9@;ETOtSz39xT~x0o^M^}ElwNRCmMP!LrwMgb?;gJ zEXEuUa9j_=0|sHZk0UcW^r*!vS5Y#bBB;|FSy1nud->H`&38sVXC}u3TnMh0KE~Dl zsn{?{lsVQPs{=y)pvWgvppl;tWd&o+>I~LylJF;+amM~-(lDJ`!uK8P&eB9y`y>On&foZF^nh5MscT461Q6X{dx9bA|C*8Pj3~P&~o5qP5728wl(8 zRz1(c7!RD|K&$|NW}Lf|VQ7QCyg+MciDJe5R<=3bofdz@3}R;kblBeUK~U#-AQtU0 zSJClFYwVeSqu9P>jaTF%U+)8kVbeRR4ynBv9Zbg_CE&-A<=wRR8030g{Pw|Rr5Keq zWQB2n6hYw@JL6d0HR`dzH@jdY7-(fhV&XSBq%>Gms44lS!a=ItM%g6ru}0pvl>r^m zL-O;lIO=Y5YfIM*!`bqxVIp<=+)cXa>5wOlwzv^VgDbYgev^d6`At+B+f&8%8H;-p zYYU1YMMrGLdPBBp$dN+!#og6z&4%JQ6VZbDF9T)KrR}qiD~>-aa$OCW>(=HqUM+e% zjka+)?&}w!WYgR{Ytd1W2|G`5v9}uhSY>#9NZIFU5Q_8as!MHo`FBmtafYHp!VuwUP&sTooq}l3Iy{A9sas>S(im5?;4!AobuG zE)UT+sz=R~#nh~RY+$Z?Q>EqhLu3NXTZ4 z+s)zj%si1v--?e;BN~>=Y{gP9nqS|JD3l%VPN>`I*oj4e@KcKy%P5v?bgU+!BFZ&q zswLYqbFrD)c2h|}Dm`?{rZv3P+dX6Ma-cqKSu67?^TE7%%Z!~$&3Clchmnk7yX6r( zvpcE;Rmd2134_R;AbIkdo?rU(WHP8HctBKAA47}kXl34wS`<)GOWM(UsC`Qz+;~>j zPD<}}foPoJRLAW$$BO+@sRxdp`O0jnfG&n_$?$1M61m5{r7&7oW%ry(*Mnb=G;hh> zx=S2!fwaKGnrWwa2^tW`mVz-}P|@d0u)+hNOaG$2zBbz0A=6soqqFHM<(pK##uA0* zi?8K%#eapGSj2A^@GLZ>E$Hj3QZ}()jeLkYPRwDeNEAq|qE$e;dTgBhn2P7&Z~Zj? zmgJ>{aVeq+%;xxEI#d=o&NWJ}pMDy$)9UQ=xQfX+T#u`?W~zx{{;v1cVpibCGZNtP z9FdHSIy&q*S|-Fbna96SN~(W#X76ET=k*ASVk%nA5heMjUV@7 z^BSzcNn*NlJvd?%ya#q(jjUGIR1A|GFQm@Ono3NQEj)i29=E{8sl4iBkl#(^V`_nD z;qo9q*e$#e;#S~bCz?!|Z)Npezt@Qk9W)`|sqd)rbF!A4LTL=Ddx>|9XcGQxik+b1{-TQ0JM z9aARZ0R@U>FEI}VjPJas`vNWmwf3MK&3F=2u2Or`MsPReli6L7t@!%(Wkum&>j&f< zJOU?g?^HR})Kc07>rs_@N|QRJeSv(>)S&5)Hl4oNd#{bU!0+gY)c`2Q6-3;OIsjjEg$CzjNDG-X zYBgZJ?ojHwk@(H5!Ep!=Sobk)B+{4LvB7V*D5FJ35s}=G4rdf zVtYc!hV26b&zS8Ll%m?utD!e#y$V95s@4Ma;L-I{cPsva)iQ4u_ZCOnYu!SC z%75Z7+FuDwhVTv|Yz+CH4A=2+@A;{Pr@+JHeV)75p3Rl25my}a@#?m5Q8KPgV7*In ze@1@tdw%7eVjAw}T$zanT%t^eoyC(-Rc5mJ^ty^)owv2k!$%ranU@KtTVHX&-#e*x zYAb4Yj`Sl;5#H=qVpMP)1A-i71Ff%SyN>vNy}5G%P1I${wL@G)(b+|>^htv-_cP}w z!45y%1-SddPI)VWN~lPLGPuc(VQ6|j#+wQO5WNi9sWcR`3xtbHFY?>4*^(xhU1=pKD$@J^9A_6z3~$~zDH zE60$iY$@SfYK5(K-pSpJJP@s=?9LQ=V`g}1V~?LShA3Ak{7$Lq{kd<-)o=N}s!s&Z z56WjZ)@aQ|WtS1(9C4!3JSJD30p~sSaoVpdn^3gVegq1XJrP^Lpsn=^So)=)>3|L;G!`>z@!lYZA zFms0;_m~RuJ7rW0t2)3YitV_rPo1EBKLd^J`=7NN-h%>YzULFC6Z8_D;qUh%Sg&$K zRMk>Ys_S`(oSv`E-s@$9*m-?U7r6VA7o$99P5;U;0ZYStkjTch1trerec^Kx%Ytt}hJmdi7rVKg$fJv1`*KLtpqZ ziiSnH5Rn&TuwGtOd$!hpC^ARB)nPRFag1`sXsXz6RnYgk8cUemu$R`5PW+Y}j#iyP zc2Nmu2-D)TafA7C;elw)q-FIZ5rU0BjxZ7b>;&&3nSR8g{*tG=vMt@wtA+qig)YeX zk&%y)>*5~f%T^6Eu!FYaW@#1d@P`*elBul)QQ3&dl&XnZ)!<%?2a}RUhX?!8v=ixQ z-H-}eVC(}HNdq5yTOPbzHvAwuNU4LO#Dv>`<{s8lz2MoqHU@OrozyOtPmC|fIH#HS z(Gwn7qDG&p&C2Qvls5_q~@m_Ro;*18f4cJd%WEf2zI{DNIPN4?^X~bUFtdq60 zp5)#l1rMXanug2y502qEZF0FmE-{fd>$T~HXQ`$N>F1Ln`rX-`si9;Mm!EOjzt2s3 z56ly2YRJ2H=|6P-MjCkNsXg?}znz`=ld3zRtInm?d4r~J^U%ErBO zgV*soyZO8ETQ%+zl9fJLTvI+b5Y5I5uv6;aALX$zRtt)X!KmYWod5i$9PA*BpUfSG zBa#Qt%g0z2$*`PR(}lsQ7`JYX(d$rtKD$ff9VaU`NZzoXGp95h1G4&eNzR@}Xg7`y zOzr{EN87)Z9b_}&kmU~vSoM%ZEy)iJs?=MJPM#hw#jrmj;{>;uyXg1Q=*S&IaqQo} zAFP@&y!TrG);|B&2p<52!5;+d*2({n2IPXuS<*6D1i^3Z0gp63%7IJ}|7PN^3h>XE=@u#mqzU;KnyL-e+as*soI*d4 zPT6t&GFm4T*!gnw>YUPzAgLq6$ru#?SI51tFvd`Wia@VrSEsQcM6DpeRqaPuM|O=M zUM8MC)3Y%<$G2nD=x2sfyO0aRuLjjxA$^$OqJ8$E?W|vzzayV9jU{;MmtGY>_tWd3 zmbDc64$)k()#hXzbmE8jzRs*t--7b?_yvB&F@|o3DK1TYjP)Wk2YqaKZ0S*4nP!QR(yXwuE?d^8I*A6pp=VkocE zn)MQlkA|!xrKz0{s)&it1YL~Rm|nzp(EtUm(4`e$G}d0pOEarNeQmVtg-wwIp^(Te~L;^6}^9 zNvU13y6vVc3jZ->)GIQkP-8JvQmG4yXooj){RQYOpah}6*I!MF5lle400s>o-h$^1 zT2$-=DAl@~K!1KZ88E|LXS>EW5v$BI9JeUC!`ULPv(}7bMB%=j211eFCLfrT%grZ^;rQ~0kiL>G^(p}u@>^|QMgfOyL zkfaAVkfiruB!m{RfShTby2G$vVGDOrI_Ff(2pkC*I{&tLfB&Yu88}N*f%WZ<&$TukG0-8G&L_FuGppie;1GcjBci6XfCRL+$9gYJyBXMU>5CsITX{>c09EJ1kz{;W6_7A|or^PZ`<84`cq zdy2Vrp&~n(MyJWGWy^@YB5{dhld9=0M1$X$&wTm_Yn@wk&j)uC$)@tgOCL&mGhF)8 zrZ8A{dUP+ckf&qpPLDHmBU=*dlv+()Uo7u6|CP=o!EH5j2@3Z;y774MBk=vwuj_WHm4 z$4ARY>MR&@Wdw)&NVLbiJdNq+q{r9adQ~OUlms2jVU(my^6it?Q-56FkV&3`oSzz0 zZYg4~>4oMU!1MI0>Yk30!3O3}FV=lOneV^wGjB8U!H02HP4WhIq6nV zJGgU(wbgX6L;HL471K|BTuruCgnGQH3#zuIZq83#uT#1@wD9Rgr(%z1C2J}D`0Kbe zSXrI=5;W$aHi-3Zx$xp}T6iE+8G98h96VRd0A5%Z2b({aGA^3lWYRqEl~gwta+PMt z#kRUv@Y?V+NknaW_bV>cf`Lo4*qroIQF>&B(kaolyxS$;1y5*8XL~c-P#3PmmF8Fa zUrJrpZ%OCr;c$JA%OXy3THa)Sy5lI=DbA-Jcrt*MPQ`c;U5c{$OekZ%xq~}kS6?$| zI|&vlx2_gJ5Vux7y*4Gf1Ug-1&@go6_jA|WYobX3#3Bu5u?s_;#9FL$S!X&qIoD!J9=h%0XmCbCeUSiW|Vu zf*xZ5m}9wqiJk5HCGGpA!ZZ8@-9Ogygm=|9o?xt7DsXJYxALy+X33bg?trc$6~GM3w&fqMJ9h zYeHLe%KVi%je+ppLniJ*0a78m#1i?Wg(G7yKk4u^du-GiUgOY{y3*gt$+LQchP)%w zf*@Ki$}jCzT-3KM?y}&jyHYQl`Z6WgGF;D-?bxj?bCn>+G%?rCB*NQzwwgYN?FxZu zM$Zc=pZjLk4^K5)zQwWV$YrM!6FZZhc!R)V=}83|bnM#P8-itG95VE}Q@{LwyuD{Y zQ~k0%92G?cX@XPk1GQ*CF0;S~kBc_i4AB;{*yPCe5 zUd%oZBLh1fjVCy+(q8Dq%hZWmkdMwDtM=Q^^jT$&HmD!|28FfMmQQ#fx_@~xe*%`U z{hhaXcZ;|GwblGDG-ZYijuF(^M#e|ZD8s}7)DP9>Hvz#ymCc{g+vc@NHj8~=jAC{18O9NB(^+KqZ(Xok`|WEcKmngmRc|gEyvt|k3#_e`xUTL z*#IS6zhH|hkdsV;bjqxM(*OQV@HFJ;1dOGEIRM|U3+%4bv0(lUV&ny?MdFBm_)hbIL=l)xO_dQ)+OkF| zqT%-%*p^{ErzX5_(SjYC^xdz_RGe63 z0RGArYXR{Rkl{bV@%I161!0|lcT)%h%ELAQL*)s871}@@7eFs97_k6G`QO(g3PS!W zMN;`eJfH+vAGokWzy>6BN%^h1wx_hbaq6Nb_g{GGU zGe#~ERYX~{=@Rs~+~|vQ^1a(SQ)S?k{3jcgrS(#;eCL=ZWTT!6&yQ+~HJ0WcR(NfB zi0CNU_$?{D3gXACW`^!PA1Q|0OdL0qeR>Heot})QQ2miKf#Q^QErI>+w*je8zh1XJ3->g$;g9rK|oKHA=pM zcqkMHULk1Rzw^XWZ? z?9x>Sd0u&I*}ZNS8nKCc_tBLXsrLKY-Gu^*3f zpSs8SbWY>Mok~SL*PwUSfJi5ZmF^)nMIr8eN?nM`(={b9jtU>>G#o@funv?s59uB1 z5oyFA>X}3VErJ5C zU;AdnEBy&OU&FR;0;>}!q3!*L#Nrd3KkMWv4-6n|KTho5| z>m^cofs9QN8<3mGY6xltSl#!46~>#A*)GSOsh4OrzEcTTUoGp15xStFq~!YH!k+A* z3b2~}=>9CdJH2bZDF}b37!8A}%JJeo!J}`VKO3%zVbtBiEKjwbSYwV$iyncVzq`pu`i8wm|YJ#cgX_TY?7cTAQn192?dB^6y!xh3gj9%f6_pF2qgLXLd{iq?dg>+o@l{019rmtW8=>4X$WA;`x$UqU7mk@iu3putL2&aweK4 zQXE|535kIFaf3=UI#~H?M(=70wBH&Rb?DyP&E0|^-A4=oB7%UEupx$@m>)o7LHiiH zj73G|_KP95M>2GhV7wnneh1p>ermix}Y$LTo z$7g5S-PmN=B$e0x*HIn>dTosJtlw$mvXF_gw~530-nX4Yik(18tiJ}op z{MWa}HA}ZM<;n^z^NvCwp6659;qC@CT)oqHj8VzS8EY<7JIyr zLVxQd`M`Wm^#|g5iuY?eeLb55EzpJW;a{W8;i-}64s7BwgmHikYnrVjm(EPf^!4lR zjmqKz(w{LZpSCkmV1>&7Y!eM6gbNLSgYFd#7z3gd9QOq_9S-&nWK-hDW0UL|ng`W^ zx`nZkEq{GFR0}2^ddvgtv&Z0nzk=+7|Ll3tUkgV#FqV2NbuWpcF3)^Z7+oWjM0yUN zFhxst2)V$bT|Ff|5huun5lQ@;{&!=*NXS1nYHQfo2H-fA&6%~? zI`hx8%0vyd8&YK?q1vNE!CPhii^Xo z#*dW(%0KjCd#&|F&=Pckv>MB@T(DlMR|;lX_5BXcwlvro1x7HCAZfWDQ5n@^3# z-5#?$m{Sf2g&ZJ-HVI2WsL@52*?GeiflO+S!RV@(-`su4@m{AUao|V%kdhrlMDb+q zSb}A$Qi}82NDmMNkWhb+-@1BK5-le{=h|04C(CsF1l9GNXV@wI#fih$%v=*#icaz= zm3iCkiHZpJq{kfhdu(Oi@i-pxUV&Y7x}P)Hv0;*!SuV{&$go@K&^k56!U%RvV)aiS z0MW*!A-p&-YFY5+FAqb1r;yXbn`@ACzss*kfmGIWSpb>V?4CdYZe>IX@js|QCDu@k zQgsxc!2^X;WK6e^snTf=@esTObtj7UMR$!N#yp+W`*0(k&PN&sX7}r)6*o6Zu4-Z) zx~+A)=Fi**;>_2TgUegGtB?>uyxBhPJuvAyePJ`by9$6WMD$A~K+pU3rGN4Qe~3y4 z93L3|6Hs#RO^^rt0js#(1)Q5M5Rd!@y#pH(56%Y6mH51aT6YHU7i%&CQ7>lThl0T&@s0XU(wU0)o1eng}b4uvTApb%e(dR?whu?6%ty>XSZuCCndK^!g*87Uuy;EKDVBYkxuggqMI^8g? zi2VJT-f=5lF2l&9FO$+-Z1c!?el~F;cW`57L%tPf7-$|01{m%zY>Z2QJBAt2Lbk^M zgc2$)xWRk|i9=KbzSim`>{{YJ1>XB&(-wDbs7NR+bvMKH@3|KqErLiN@peGgR$+TO zzdq}ZU$esJSz~v;kU1VRW1I=irCsg5eF&Ckfol6iBQ_~x+ zx+7F--rv+Qw}p*_$x}4+ulZ9ZH`_oOqe(B@2E7V9K~5IqAxlFHPDBb#E*a~*8K?u3 zNBx_`LGc>x$K;8#-7a0UzYbK}tm1=TP|WSFmVWRH+c2lY*hQRMsuUS*0?sDdvopC6 zj&Q8E%}aq`&V6uWFKXPB*XZOl8!G892Ik2&{#?CDVyJ{>KKWXPT}L$xTtOiAEeo1H z)@P&zBv!R+IncGYMI}7|cn-B5@f?O99|}n$IJiN$u1NGgV}KFnZVZM73<5HQ?>pjb zZEXv;Y0{1=5(a+~w=|3_u4agtMhKJa^^7WBRDRX@Sq~6d`(-jK#|j`h$*y7hC$dgY z!pzXyok6D;57iP*<_GrnlgZS$DvS)a$RbGGX5(+(?Bn?UCa_Z}pb2fbToc*M@3XHx zYB%E1AV`5&N@q5Gx7Me}6dmJMXufr;taUpSK=j`OcDVb~Jqr4H8){Ul!9R+$JpL8s(_0YSpRtCeTeO;KDL= z=CS#hCxjkr-EMJftmN34g7>UA!(9LCJH62=4Nb8Xb7p_9SVl@@vMMUpA^j1rM5ugu zlYJYwvfQV1*?gg`Z;obuQZ+@_s01!b9Tc#8SJf(AfJWjLxA$2?u8#E2i}51bEq#x` zx;jvC;xMd|6ADB-KSa)D8Aa!;J0Q-QZ%$*Oze(oX1HA#JA&n<@UTtn$5eZ0oS-l)nd0``yk#DSB z9FX|A&FxE{D%&B33!T3_5P}Gw29Fm#;L*}*wcfaXW{QGFcrGvo_0?GLV(v!DNCy_l z+rNH!`RCjxj)a4|!7|^&^ZWgcC*-eoe6zpghWpwSp!WssVb4GIF-T3RlyE=8fblhI zt6f@@F<{{#45v=@;ffZ>@MC~jHPf~Q{&5Sd?PL*OgmVMY2&vdfM?c0%69|(!mIRzl zHR2{we;s-ivhrnPVQ=6!C^w@K>+n?5SFj(|t)$og<7oZ6&KEdgWr>!k{_K26J*W9L z2DTeksl0QRFLup!wpOj1uod6rYRH4x-|8>yo;0`m*_ai9WOUs1Xo%4m1p)`^?%bG~Ox`KWTXoYf=J zxg*0%=$h{MfT!5NZ0rHQRN%dHt6BBQ6b_m;_A(WPSK^?bUezF51n5F(M&)l1(y0sC z6_)K}Vub=$s-FoB5Pb zD#{P-m}fvY6}($6uf<#xxm?AsXWUIFq??$FK1ohUvwye0b9yUSvsy2$&%-AxP1~8K#k&CSegG8nPy9%xbKrKAq!a65KZW&#ynQD)4Go-w$woPHB## zQ#joUSV13J%!lTx;^XT{iKm$@@_-u5LB%@ zKKH5#v^)n%C^7zQ2X4rioVMaoJWyofxHkd2X>L=F9*;PMnv`*DXc#Ipo}cUm?9(do zaeQy)7Uet_nOZB!^gzn0f7|jNaqx4VFOcZ>idPf9K=?IYM!0NIVhv#82VC1g5{I%L z5Hi;^(_dS@rsnbFq|DRo{!=H9G&}`lNi23<(Ur-uHq97w=Ui_zL%pN>R7Ws}XK@*S zMb@HrAq;xJhV>@4oh;z^olv{pC(GkU{15xI)0Q?JJZ~1y&X~d+?R<~sZmsfjCeiVm z1?HgaEL|_rk$>0dW8^7F-bch zERA?9(PogLx3g(m0U8WxT0(YD0g`5b}!SGaJ|o$eY61-$;MwMFIJ=pz$CHblAJ2-yj;F z(xv0CiT=fEWWUA9zZY=eG1XZx zU-D~cPs*`i-8+Mr%iisG8Tj$eHN}2);jFHkg!iM9Dyf8wB(w+ILo z1Y0>}lfb>son0e8+Qn9HvbY{2}#)jh-{fzVR z<=eDJv95^hlT*>n>uqmrB}qT1_<>B8WQ@T2g)eQXCk4IemS!P z!iv4Jy|h|@7+{)#j?3ty#71o^>TAUuI3d$gF?;)!S62_J)f{8{**|MB>Pa$ZI9Z54!+*|6+rg^D|h3{&v4A=t;#L0~z)Bim>COI#plQatIDp5gis zVhB0YJ%7JybmwS+41qHDwkR9j-{tH4x%o4B^hGr;X(!>yv*$)?54&kdKq=bBdbhw& z@DH(>Vx{L2Slwlnn4c=5`yqS*@`cPE$jDJ6uDR~y;4dHzXGWRlcAr>hl!E++&aJTP zi29830QbcPbH?>DbnXj3cSj4WKDlOOWhu}g!K>d&v8If9#Ce4qQ>)A7>Dbs(of+w= z$}i9;gl=}~G2y=f^cIY%9ZkxpW%;KYZYsGS35ind?J)kEjX>@IvP1mUK-q*TX6 zA_NxY%uh1NPYx&>OESfTH-2^TYN)18nE;(T)YufJgm|mCrdT4C@PAt`) zy6a7aFbjzEncD6n3QlgmZqRGBQqjhVDnZ8C-dwDeuJcz#FLP)te4B-}V4?*#9jUfY zywg89`SK)#B_^`>!I@1X$M*s^aN$0VQl+8-pqyKmmq%E>qpqS>2GL$HR2@0mz1}4& z{UluJdeBS%3f2|eWIC<(MPZ&oJBdpPT90`9?-*d;7LnBfac8ji)5KGCKlA>Uu0S1s zKjL#!jOg4@c$Ls%`dx+iMY-&UKw+SSmTDXE5YXv)Ipu5b;B4tcm-NMon@u}BH|ydX zz7aqm#E^2?`RSIlkqjiST9n^1S}6WEh;JE)h!eoJP|R)K>OXRSujv4}zeSMrRECc{ z*kVF3!1;B7%~?%3Db{&erdrm#4u8%B+7(F`m{J;ZK5F2axlwWv1Qls_VCOz}a-Yx&zaClWxrGb|lAJwC54#f-l`pO`X2T1RDv4w?r z2YcEo4yELmV|_7+Bxa*ZsjCzD(_$6dVxvs46=$~E-7ENO$YY_DsO`vPT@ zFvoMjn;S7juy#?dFF&^A7)RIM?j@y4XHr39 zO1_m2Wrk%|)x;#GiDt~q#DTwZBwN0k(WK)I9O^JP}(X4u?s`cQDz}^@8CLz{S zr2uR6{z(?*X_5O9j66UQ?f9bpG~Dn}GNfYb;@aJcDd*Ds$fcIo8DPUDp(pPn}uWw0hCgBnl zEq*F5Xx1dC$`=l3A~D{pezci0K)1vj_{vjNB+5r1>QRK)NFA zB8Kg*=VsW9u?}&jD`ktF6_Y!wO`|CqaoTFR^%I8LBgM{M77V&JG-BTv>Y{j=lJD2P z%ryhtS^aF}HoI2XebLkRA_UWC7!i%)Z;@R$m~1rS%KJ{t=7bUK1621ZmOi>OM^jN& zRn1XqVD83yW^X?ri<0iR&klY({QlSb9$ERd#<9i8+;1`Ty6D(ap}Gb%{HWgNbMw)U zyW|3aCtm_VC0a{E-Mx5Uj8g}Y&@B}q8La-l-)rnx7Y}&T&_Sg>UCRimWqZ9*bbcJZCJf8PTE_wo zYE0eZ4aQ`odD2hg4RcF&AFK7zfe(-XT3sAXWQpr$nacAi@K(|uJ?7Q4)_Sj7=8QJu z_LM!_qO6qx`?Wk`g`uEFPdjrnZ+2DUxhR;2u+xSzlMD-iwRGzEu`VG`lesSSAp>~ zbK}tw=p}60$*+k3S zk@BCg@sAe<=Nr!5Hp+fYTVSOTg~fM^UmE<>NISGADc8#X3V$8D=_>h{L>QUXUVUbV zoHtT-1f4fW9;VZyEMmR~+^fL0cssl2ZyGW^bb8(9$=a9p;zkRSRZ_PyzT`3aF=^@n z?0SGdCXfhUf`hwRFSD{FcIpgxI&k`>T6CV+l#53igj>nFsxrEY%Cd7A22#=Q>vL5%)SlN~RkS<3Q;^wq~M<|z(%**Z5c-Z)1|tZp zns@WJF#zaUd2TMKKlL(bjKAq)smN89>UKDLZb08Vz4w&~4Qb4Amgs$=;(#!r8z|I8 zHV1Y-7BOpa0ghuvrF+{BqNiR`u6`y*FaU1t$$kYX3%WBiOTjj^+po2`K68*q(0ywW zW=7fZfd42>*6bC|dAG6k+!d)Zytme{g}d|#P>Kt$1Bl^yd|zv&Z)&4El7ZeQuRFch z%Hv*rnJV1MpdA)%vRB1iDSUCSW!S{K{6oXrn`RxBDXRw8XL7A-pSz7eKQv3}SRjG= zl>F>AK<~Cs`y@X4G`l%gGrJHi^9)wT#^8#mmTyO&cI}h*uPbAKq4wjEQ8%T5$5z9A>8~f=bI|%g zDR}*7r1(xB+FkyQsRPpdm(ka;wVH>H^}(ffA_We7OO@WWb~QC2>D6u2z@*4m|6&lb zu(OX2JyaU?xRld-x%&Or83!r%wm{z-o$2{s$_8BSWJo6KB}lR>8$b5_^1S&PX$5fL zWunK3p>rI7OyVw30$LAQvd4=63Jf)>05W|JBMLMwd;?N6nXY^G*~du8VDpi?pKEJe zh>6)eWqr+XM~%g$WZbe!Z3YVEyO{ZmT#ze4&Bi`Mt*@ftiCN0oVdE9XdPpnm8deOq zZ;bVn9ei6j_nsJa${U)u-P$hlRcF4ZSSB6 zw0yrU&FA>)u1MdESM!0QD=Yk4aWa`J1et3t+dPs+Yy2DJTmGvn4=t}v>t~4P`wa@s zJQCXkW5GZ{QYSFLWRRr-!i{&h@PjpQKQ7mK89_lLXNN- zcQX-8snaEy{D4LKNPdGg)Zt6aoEp1^AkyV)%FwGZmjta$iq=sKbZ37N8o^5o1XKf4 z;jYg(oH&Q)%r>3eUU1&zYU($jX;18C$?cbCbB6b{-ID_Xz`xl5YahY_$*jjNfamrW zNDbr7!P-DRNp4{lv0VvE58OB?iklW+G@l@x}Bdj2kQGnC6|ql zHrYOOKcp(Zk-F2Z9+2f%9da4WJ#keTfFx7na*#}$2P?thxv?`zv#kiKmN+B zIBSM}{&As!=ju@$78uJLkPYWi2wH9d*o}(kbeF;HbL=Dg0x~+553|mz$MQSEesL;& zBI@h(x!su7O(HNp>>gGJvZN!OcvwZn7?I2z>-1EM?(1GK4$QXQx z##98O+B7j~&k1ggJVGAGDlF(>14}G?!qlt$38cC(v6Fe~&(3Sa`?(fd3muRwx;BmZ zs4(a@evoDUY3SW#$)a{1ousPr#Hh6zn`QfH>77sjxVqTPgpJa47TfCD8osT*ZD_nB z$~?ndyYKoQ-XA|Zqsh|4Wz1+!*G}bD!_f8>Pm0yg-NqS4c)+QU78_1B)e6!@N$tYLz5=hfv>FEC=AQ8y`vdo_{{kJ+WjGq5} zFWz(0YrjDdYv2=(52HaWjuv#4<--9tQP)JYC>_c=Z&bahj$F2Jd&3}d=$fkRo^0>M zXB+|aBuj!$!xk&G&D)&v%x6UVKlIZ6*s2c(WYxTrRa3N*T*Rl@Wk#uQm&H&VT#xVc z8^YiH@7IR?-MI3U=fuf&*w7!QkLn>A<#g%dNeV1yVH2s;aY^1(-u2>^_=0VMrkp{> zq*I!^WaOHUtyjEVx`pPtn^l|Y1bU&pVd3JYly@-x5{fs58NnpuHZ$!oL^B`d@6&pb zE@P!vNPgsk74@sA5dBL4m>Im#20H?e0kjI9f6!_)@xVipCqRHH^M^+B?c~`G82L-< z>>ME4uyQz`a|B$i;5+dXJ-W#=!&O;WycNYCZSeXt998D#SwG5co@VokR-gRml}Wbg zxD#zGO! z4g9V5OS@likoLLP+lW;CxsIBOnV+V54uS&A9*3VxGaS6t7ldPe2^bIc?>x0>0R&x& z=AQiqnNN5`?2F!b#;+h9Diw3^h}i%+bznNfhaz(jFjq{Fxf-(uS`1|@HTl0jobN$B z3l}{H!@`Ld- zR$9K&-klY0Qx?JLU?bFem2Yr0y@z48U+rFkT1k{HHfb^D;idZ%Sq<*(osKBq+i{QR zuC1Ie`cFbakKpzlQaJ2#$H`jHqZrn7n*~2wSQBSPg2eLeFpG&QZV5Tx7e2mSa>)V^ z9fX?tGslw&WpT~wNhB{4%A! zL3KB`NA>S;%YE-ALwBt)1L_H^$ya8JY{_ln_LUnLg2=Cy+_NBjAyQ-Gl*c^Cc6rvA z`R@x_g*c1yZmT#2s_V$ER+h_4$xNQo@Kk>28DM@M&`AD3EE^s6tlrXzYyZ7#zC&Ax zMsI;S{s)ibgT$fRaxMPNRoM7NvRVV5My2Q9XWw$QD=tLVkwd60EJ&HJw&{Eyx2LlM z0weP=VwDVEfk^&!9fTEU?z3xm)2fl?P>)khKUtSphoCEXK`m-Wx%-;8Q?w_PTE9dU z#Z%(UE5+PDzR_6evUxYpX%(KgL%MI1YNE13Ko`klo@SzUIW#in51&wdxI?U8|u_6@e5MXuYxr=&2BI0_y`d-2D|;rZ)ee++<>J{)ZBEQNv#+@iD9t zy>NH{@ssHw_P1O{0py`YenG`Fm60Qd(z_Mr;yTSgGH!komK}u;G-8HU2O2}8dvskU zKqQZvoLk;_nkq)AR81)cF}}SuClYV%xEn8K25w>na8&Yi^aEoR8xjAJRiPR2ldgi3_-k)w0J(6m z!(nspN+zGF>w&`2lS38!L+{q{k=$YD%BUF)B`vPzp<+kvKK{D$>ao;$<7X?XXjyoA zqw7r}<%6W~d2z!Zz)lNW)WR_wE#S$+{-UJ*?ID@x;$p1{m+Y`@Ao#FekrX%x`hgP^(nQ6eY zaTmOTvrL;ae`ERPO(nW^hCR!Nn+K18O0AG&ajR%h&!Y7(P+{}m9|k~a0ycQazeLP= z;{M^pWf8{^u%RBp#sLtv0vZcwN1RuMYmOO0AW1Z7pi=F-Bbj5$ty^Wk9!pl!vugC6 zs3y#93i^;bntKN}3b`iNSUDy#WU%*=k=@lrre&_`}w@bk{D=e1SvT&yB>A;f^8)U;Ft zEf^~5??1E8=u_h`<@xHn_2Z9KH5Sk4WY2HO4xzO2CyhP09L5uBgqs?8IZF==4<7V7 z3?=9Lb`9p$6`!jA4i3$rK& zYn`>j1H5y3?~#c%bvOnZS(cp{%4azlG_#FnP4G(?D>G8+xgqYKlHwg(B1DAYzrN4( zu2`7Vrp`n6RGWl%{FpEmJEH2J{6`Hxn%SfT8Q*g?NJ{yv9iF4^KM(2*QA$z`u@7Obxx^@C)qu<6-1@(hT5`fcg{LZl5Tf8_S z_2qJyPIKf%oJ_N4bYgpA_@2$%0|T{5W$8~scf#eO3b3Oi%;(Y_x#zsvaiKJro6FdE z-1GCy!5YZYJ@gdeG92=!6`X$P5ZcpvfT_@1bGl%<;Cs*$7RF`DbACJ(v8!?zE+QR8 z=1*4@OIk60Oy(56Tv>68x=Vn)*0`EkpIWs6!+vm{mb&Qy3#pM~89Ca&@`7o`#0R2Q z_5Nw~DAVNqWlgDh(GdRV(Y>UppXMRyQPjPhhZZ5gIbm7wU$b8WG1i$EYO80Zug}io&Yev-zR0s*lz#kB2~#k*A&a;ey6n)S z+P3cE2l$#gN5M)lw?r=JKl-DBeo&6D2mCiBMJTK3{`~>yHt157+Mhgu5UMF)L+XXU&0*=@r^ilITL(3l;^fDP=G%D*ijiVK zH@xs`Rz4t#ys2~_M{$gDm02Ns#yWB1k*JolwsbZJ<3*wF%y{o%fg z(SWDWN-ytg-=o{4>$6iDe+iafXv6O9p-eTPfLhY zW0bp`c(x39baT9!|L9hC57 z-pCTn?OQkMmANkwyQT`}vPrkGu6s|z@V+oBza@IY@k}={fEkr4fsj?JL0iXj>1sX!xqMo9MBc=Mo`Ue5}lCSHX&+n8dWBX5Ly$fD@PQZ~Ll8D|WhQfIP zXekQ_7dHOKC)>~xoj*_scxOiif1WZsBs2!G9eRgT4iOJ47U?^Br^aU!Yd7gB-c(KO zGc@I_YV=QZbG=>PgOXT^r+!@9JvbeU0NVLV1CgAac<51I`h$%k%4v3UWt@hNZ1I7) z$&hSuVx{=QnIR4}=D`xZYQ|n#CtGJJfQ`@{gmPNxX8%dM4uU_A_fN-JWt;p$=L&7i(a3Q_)h z9j~x{zkY3*96eNFo;QO+r;Qm)mYY*{s_nK!tBnP$)u21@OZ)nso;C`y@BcPlxqpAZ z{qYZK1F0wjAMQcjWk{FScVZSH6j-a%rnr*54&f|fB12adehgHV|@M)^XniTpw z%gJ3x#q>Q^H$V#>F2QPiWRly2HU$0Po|~}Z=E2XeHL)N46ht*6l+Jlm{e2bPWyDxiFrwy ztdu(7(RlV5e04IF%Wb$)C?p{8+V|Ac&ijq}oEbNO2gqHGOZYqUZNEYJ9!Te@8INt#wxLWKwcnsXZph^4A`?P` zdSiK4&8A zO#7`dD`~1Eo+DpIHnqVA*|0UHSu7i0J*vIc}&e+zRk7nZ7FdGdObiT*JQ)6-g%;`>I?GA zNL6xvpshImsl8LWf>_49&*}>oTdPrperpK#^@}BQnu3dQh}$uWawx z4s?GAb$Y?KA~bWB@x*qqI)vGZ{7*QQF-XbaV}KIk^Q-!1uygPo+-U@qAEyy%GRa}X zRzpBc007abqS08_V8^XuXCfET?rHS7a9^Y3xl{lLI=Lwi8-_qWIZ1pGKa-z#NxR9P z)8ABdY$+Yi>h*SyX5<#Nbau*fMyp4nH-iRRNUhP8tdyfi4wZp&W7-W9Y|g^kO+V^G z_wc3A75absiz())KOx_v}U_{?x$l8CpO68e$ zZep1fu19^+fanI(uSzuhqmVHokBry*?Mo|phU)p&IxW7Jy^@`7PUpMipFT|h8JEkDZb`?k}2yPOff>{`QdR{_;hcnIw4f zO-_G%B!zLP1v2H38N*68zo*eKHh?zvl4oM#kJt8VsNx}zDh89|MbO&l?odmAS>`9P zUZMBzB`^O}vHO_QxVJ~GK^4*9C_wi}8~^m~?g2%)BDGPOoN~at^EFEGAq<2F2fmH?K2WD_2?Q7MNNR(=G7{Q22g_C#i)i=Wx@ZJYfON&w^MNCpYMzbZ2 zN5Vu0$-Acl#ZV%jZ-n!_E48gh@KNRge ziMMy-eQlxPGZ#0WbQh=!p#}hB5HR9cG5`y`Y5uUhJXH6CFNp_xGF&gkJ=E8NNh?(^ zXCX&24yzyoeC5#}sg(;>z$1A9EN%_}PzC(~RBr*QUG;wV&yBtBo!`3#BxrJh`IGzU z?_c>JKjKu76XztbL`Vz|%W#KeBs}AN!KV`K2Y_aM7~3i7D$oVD zvSsNi0Mvtk>59J$Ji>?)e`Nr`G3+#CWr3w=O?aD4`*FS}ynKB2_LqO^QDo4hdFOvv z*9Qpc-D)iy=6m3Sn!JMxDY?GAWZRth>U92gRe7_rq?4w?)m2hLuX-|T>leS&6UY1h zYTn=zi(8W?IyE^mHS&`(;IH%W{JkjBP*3638{}?9UT1gpFNCdH zsaNGVe01&BR!LUew<9@Jt^1OuJED64?fe_GM+&iQ;9A0Q5LSMJBt`ja>L!$f@0Xak zsrmA>K>qeO%F(6g(U2AKcCT5AG%b!vgAR zAOLs!cf+bFQzhGD9thA@%98N;58CB+9^VUVzW~5v^dbxRO8`(3kxQha1R%t^uKNu~R_grqFW~7kBWjDKX61cZ^9#G>MJyYx-<$dH9@o zTl0l+k8N`W2!%s~i4`61sgr1d_ z|9<0>&1qR1eq#GOfl|nBZzwx$6vRBspo&f#p&Qj`m3SnOaU~cm!j^cT3baR<-TGI9 zCYix=xoa5ulk$LifgejQDlY^m=TfFkb78m;zvq%G`mze`Q+nlTT21nt^w)L9ao{bf z_rIoq(xY>@zyb8KlYj+kz}rL}=#@Kzg)OQ9(BE-H76oc+aP$Pib3jt7wbzr~z2a`1 ziH`PhBEA*NJVim!@SnWN)mK7P2A*AO5&1M`2gY--G69Jp%>n{84$loNQ)>kD=vw7( zPzyD%$-3wm!)%sd>*K&`lC!e}HZmaq*&so}7Q%towJl6QkJ+jpVdkSA+c0r;n3Spk z=QRXF&{=-)VLQ#XHPQ!Yr@5zh+=V~?7zyAiGzLoX9lYXh zwDV>kaBLvt(gPh2eB2QuKYWfF^euWbLU_AT7pc32BAQxZ#2%c8_+YhSbW#p8kkdA|b2Ng9&eG zJ@Zcmm61@*C?ub3a6~=;AcTu=TS0o2fBJs{-CA_2M?KDC)G^hFmmxD#v546t)}srZ z*e+C{#lcjYlz)={(wcewaqNT^Br1b+#c#^n+4*vMqd{^HM=0IZNU6&@Z+N58%IWSW zzIcuAC89TMgNrHg6;XiXk{qxtO>LV0)jN-F0NY?BMIQ#V%mhB=c^OXeRpm?h)jMN+6FQ`jM{pS;h{qZt~|nfi|w6hX_ZSt|NbS z%CO%uQBEvwJ2AKVNw(p)lOdYqe)L?)ogclt)PCO%U7Y}8(1iDfNoBndBo_%eNEz6T2j;$ zxQmF)*h*RM*U8jdBVuY(lY@NCEFh zJtD9=@Zl>^~Atr)0+1-DQhYuu}P|G0c?1>$AuWR&|nkb>4lcTS5G z=;Kg5e;W-8UDp)vYQ8zD_{0nGt=p3HBk|p%n=7tk=(VQ3th(x&#<#mJ%f{IsEaO{k zIfmb>Ox%aDpMPkn6aqSr5_ZD0D#v!<9Piabx%nUcSbqnnzWWVbyMMpzOO zU3TVkBJYRu4g$w}q-oax>D*YOQVLYDLH;jwDgy6FQ3@tB61Ns6+Eg~-hqRkRrpaeE_ZB92Ci~X2Xz0V=^4^!!L(zTG^f4{0m%aLq3R<%TaFaC zad9qMSL&>uuf{7OMP@h4t@r)0w2h9r$5S>y1T zMYlJLzUs%^(F&CNl2Wy1+#~lUc*b`P9dtw`e5;j=aLEIej|B7nj|}I^49}f%%kDbX zad_{)f^=Pv06)!%T&Nnm%k8~zrDfb`XlYN^?2ZRcswwj)?q!qdd2FUOR`aBiVHFdY zgi({9N4~aIuITU~M+hJR&o81M<0q9u#*usM`jcKa7cH$4O1B|&#vXn4IhRMJ+1h7G z9ZMGCReK73BuKVhzTwrNlHAJZGZmJ%l`M#>roq6})8TE$xzD#HtF zkg}-(uR7O}PqM5MKG=-LD=C~-B+%m3$6D`sSQdW;?=?JSN%UOi^)UUida~&fKQ)1k zxmSm|kt&+%dB8rrM%_YUB zS9#Lr!LBmnUh)l9zTn5SzKAjQCzUTNf2w}6`x5mc#fp3BjMS62F^}e!U_lU1b5q1H z(xfGAhVho!Ea~zys}Ho^@XHefURz)8rYa8Uw9{Fg9J#zhgsp@GN^2IaX2QCJ=y>zYWLq%0D7MOYUeuK}SWL91k1|TIyVcB?aAIj(%EYC(8NTkdYSD z=jlZ^GmFjAHeJ|E*dUT`6^PQoF>Ro$zV{w3KCKBMOf_`9iMbBef0<~&#r(kP4V%%` zd#hLd40FBtvmUlgwsOb`;N-PsW|fSQmW=_PITUAkAeAb;o=kkR$Oq4JUms*K&c~qI zV=$)zHe>#=S+l%UxU#sl*@g4=Cojv(i^0K&* zNu2xAD7ngV0zekuQ`lX@<37C~bQ8yof1j%sn3%x3nQ<}x)fjE=f)d7Nb$jN}CuAvT z0Tzm3B)G-|Twjus+@4uI{L`#0(t7xlrwh{;7UdEyqBDVD)5YN9!7MWgEel;R=Jqsr zPZIWpV_#s*u)!hmE*JdCe>kA~0J^Ox8`Q|voye5n@lM{&Yi#cVh3{1@obL$>SBVwl z(lD)Y$9FXd`U7}{T0dusnITz8^Mj^$=NU$yA!oyaB=vxh0#R8*Lw%-WMLJ@<;`V)6 z$?C5p_+zf^dU*NPIah3Ee2HKLEAGs4=9!nkc%z?)z*9^r;4&J8k~w!*52y_FI!<~y zcP<7rx$)4cI>IoQty(7O_7oL3E=Q9b4tT1oCyyzS!}<{)dl=vJe(ntB{ilB9&bUOx z%1NvVtN;znn?Bu0C|s}yQh?}~0w8n73F=T9Vysh)D=?t2>S#FJe1x&J)jz5-o8JVnu>%zP^|%NwTE-slL?daroNqBXu_ z-ibnAjw-inI!GB1ZOFak-7Lmzcgg0Ovm-h=?_~F@uk5C)P<f)JlBv4A)ftVHbe~z8?3AqjM%IKV{BPKpx_N}r`^K1Q6kpIaUWdo@`$mW?CA&I zz$+7meH2v-)CtiWlHG+DPa!~sxukLLc&i82DRiw3eWX@23%!38ROm#(gI7Kq9VJJc z)^KFmI#IIzD23Oan04KOJj#jxKnXkrm43GAEI4Oh^j&tTaB;*}Qx{$C);i0;B!iQYrKQ<&DUCd;49GB(L)cS#G zpU-NR#7XE|?V0~wxe-m1o_gkgrua{8LbgNB~9Ya9Kb;Nn-oBH~$AMbKc zt2+sbI304MAEm|bgNOzM@|ZTf+65=2aZ!M9Bk?u8dgv)z2v{d~(fP5<311l zOW7D}98>VB-Ra&S=-iQK=a@5q#_KfAvz~dt&YJ!kwI$`-+eGJ-M7`*z<2R|5#14- z-swe)3@lbm8^6HvQR?J$Te2#zV5$xqN8YyI1OlnR*XD!hDV2eb#+t(RzEXLwZU@A? z1JyzA$Cf>jT5hou%aF{BHO=W?QFO!jijbIUlX@#?r1zK$C8}fzc~WqF;e5IOTFxkC z^(sgpc7^8yF=S8A70^0s1>08kN85BHsh+-0SQFSX6Zj@Zs=f>+GqJE>aDzj)nkr$!pE zPYwcv;Ka5q7Sk8}&j7JNpi5WRknpVZUoUpd&-h#X?ERmrS^qbOmKAj{D__GyGG(xX z%ca-G`Ci0T*bW~dzZxyE<-4pGtX>>^y#(DnhkHOB1E3Tb9n=k8kv#E5gfN78{UuiR#bgynE?;oDRUayY2G zwyO6zoR<8qHhtTD11&{&MAVK@*m^cIr)0fsFlFu=;>~T{+y3DLNq=lOgt|3Z{(Q7p z^jVT?fX9r`)`VeY?LkRHWXY3MF=qqCq57n)k9)J`&7#exh>(%Kv{kW)N$&0idgVsI zixhF8Y4J6gW-t?00LU_6qf*OZemV=uN*;mqR%m}u;Q8Lh}?!yw-|q~ zQG-oLRJC0p=-eqH_xBmTdyIg$%WsY8-~PlnZ9=yCzGA=$DDM1K zR{4;a>J%Ur$#K&r;uZPX<3&*@932@~o69;obgG&(eLhrg_I$WSAozkU0Ax7|h>%so zS+H65?W~i>@Tg|zeJA0P=xLnuB|o{J*Ff7ki4BlZ1Ev+dD{Wu0Qdqikn!U6GWNX?G zuO06{!)VXk5ggc^&OC*VKr1u$fTfsUWb{7^GU+iZ-FOnAOILV#05mJpZkTX+I{kj5 z$$QT(0^ihY_$; zY)tPAj{HsLAE)$-C+5g!fvbxmHer zAKPe~z+7$7-s;Z?0BB|~n)-CEA2zkJ7$``>(H%<=K)gUZwt&Cft6$N10Sn?RvM^B0 zbqauvJ*Ag2TG1)XBO)gv9;H0W4Ih1=cn2{qsdO?q&hZh}vChjx85k3VX4NdyKKolC1Eh#+T zsBOlm9_}?yuO5B&Eh2fFzR8lC&$RF#irM6J80M`#Jg*-oWXGxAB=1Dxvo1s!VPDTLa2gt$i=3V*>JepUx2wXKd{Uc^C zg;!B>Nrp;HEKLM`z3xDP`cYj4?-g0!IK-ec6ukKEJXe)#$i|kNwaH`z`w*|i(=xRR z76flsrU2@hmI#0Wyc(oGuBcQBl^w&T_iQV!u228q>~m0H2GV9p!zy|H--(84V*zsG zoJ+DxFwoI_i|OmmYPVNEjGFS8{b&|~{eZvU+JYOk_1wAS>obA>q26ebGD@Bo^cS%A z*Rlv$9udc(Kv!)Sn8x-!4z8NJ{sW&t%{N^9uap#q*RI;l{m^eI>R5- zD>4uyA_+wY_|hqbd4#ykHyoz?|+&I+>Yefcl_^QicgH+eWN=Rl`45MYN5npLSfxMgFN-3IRgF)@u9F z*KCO07F}VYKl}HuAy+1^@SKnuNO5yt6zo;*R=$e-)~TedB21M1VArxGcvqG)km*%c;zze^-JYZiw#`^JlK$Nthp{q% z0o;N5Ee}JkJ`@Eh`;O2Cg#M>k*Fmf?%iCiEnR;$HuL%#qWMZwKx~FH9MNCH&{jby? zf1vMeDB7}Q%;~Gdm_1MTi8Hs`S2|(?Z*DnM)HU0 zwzEzVs;5m!r$;*NnLbaRFFYI&AY4rMg%h{|Te3;8&O}uepB=CGmxnr^NJD4Td7{xE zolqP@FZZ>LZuX$@J&wxC#9#f#J_$Pwp=Ph+miIXBM)r?8>JkMW(VBHESSG>bXA1sB zKCU1L^6%OZ!5J?KA*)f|HH0=GAgdMonRy@Vk=ZF7e1kD}ITX)3WZow~d-Y-$My3m$ z>d!Pn0wq>On3U^E`n~`FJMq>vw4`gJg}qL(M~<~)x2&w39(qyZtPBSrlrZ~6mYvU7 zDixs9|L1WWv^UL{X}-1|f%5)XKebm?Bukz1=)IMC-L=ZIJC{_uEA)fTSGwr!fDKTH z)F;NM-8vd&+OVLp!K?dnY~*#`ghask_3CJ?`lwXf4T2D0#YY-xJjJ~|Bn6k;eL6F* zG?p`cM{!1mPvUyqu6V@tMsYg(qU8Odt(G3iZ_?Vc66+%dk;a+d9QJ8bcEU4O*PY*(O*GJ%z$o7c96p!E*-{hUc(dgj9PX4m=^Zd5ND^SDj0wRO~L zREA_K&r+<3*o@oKe%338+8rfb$WE9y!WB& z@ev*L`aihH^S3VYSBd$yK#QID&JYnIo65dKS^>qQL?+&k6sdF3 zJvjBj`cz@l`g#esBUX$sG}%3sD|1vW<(kl#76w9$i*#J;0F>`@$^O*B4FzT0N0__d zJH~-Xb6$+nxScr&{V{_d1F*iY*i0eUXKF8?I!WK&&za1!woh;rtiAMECO)J1@F}h> zVQFMf2#Rs;Lv92=NuUYcnjZ0Ubb$sohq->^nlNtuf$4t7_bsIQ;f=<-9GCBYt+W`2 zS;2#i*#HiT-zJh(*zu)E#kP~<-f>Gx%jf7zhzDI<71g1XeYHHIg==0kliuW~epr3L zDOD4dd)W?Q;2Y+t{ZY+&5?)mh-BZj!Wt-oa^RO^NmMx0zeqY+p%j^A@MS%j8fHX=Q z#{z7Dj$PpSLL0f%pW82r@YZe)UVSCD$bgD&_vhA@w?3T-4F%AcFZf|5EaoB!N%6v< zE-?(`$DtT-3Cz~AGmaG~w69MtCgjK=+S&2fG2nQAF^BZbs$@o8ldns3Lbd%_ay-_d zS1In0laAx9US3Yf+os2VHrnxI_%WX*{fYt-#e~Gpeluso#w?p@ep8mHA&icBc;mB5 zNx$5;dK}T0LB$u-Pk!qwqHh_tP%efhJU-{t##MrGe#gqt>Wk771xG;eBsbQdyIK3K zzgUTP2%vEpLi5mUHepxOO!QDX+Rd5HqbXEBc3<$LjGAucH@FhGZZYZ_Mj)9vhC82Z zskN?pqC14mX40yCw4&m=EFaUu27CB=Q|!C)Mv?}*Ge?zEeJp>uZRGtasd8Lnanh;A zKHs#5il4_tG2@&0;;9W}`-BVQmyD5!9n)_Dku!l)oYghO zd#Hyw?)7fzanmox`oH`%?oYaA7*{|YuHkTAlBR(Mqd>9B*EhMZbzpikE+>52VkZ7KR0gG`i3 z%tq#GACO48oZ`uinpRbuG@c)mmU9{?G$GKMwsv6Mk^{6|^=g((qT+?t-XTZmZqHSS z|9WRLpkTNPz+yjg#4ehxqY*vzISlBLp<+Av8so*_5p#gAu@QP4&Mx0xm6^xMM11RY3k4v) zKZpR6$NCbl0JngG5nT%=)Vf8|u-#K%;}2Pnoyzxyv`DMK8?@W1%d@fuiF z)Z$xnB8*qp2Bspdo?CEST7>`E&$~O9EM_&FNp_am&PcyLnFXO5 ztcxG|@Q&hh5AW(hr_4@GXUCWP$%`Vh!;UF6q|wi8^(EJND0gG|D&SOv>GQU;AUQLd)Dx z|3#CmHtF}tTZ~b=3flNC#4bG8+(Ixh9-n4{&L!xfgwP| z7H#Aw<*vWt*1fGUs_LwA!h?OORs>&29UW zW-Lu@XUgc)HU;N22heg&UNiyBg_(YiM$U85;g+(jU(63xYwn&!?CjAvy?hEzvJzjq z#Nst%V!={-0eOVAV2N;lOOFK0boPD+%tju#-sm6oC4Ef1DfE2=HdhXdut?mt$~{Pd zb$3Y40>zgTZQfM=o|avbEjxg=U*L@ALdON5dI&4qF+!fweNb6 zWUUxB8H;#61{$QzD=)pT-~{38h;j-{-PGS`2jXSa>ymu$Y;P0I+?pS-t+=m9jZ?kz z%;Q^sPJz%!tA}uA!YM3FG;G2AHQcfdgus z{!@!rvBkSpK<8iq3-ZUxT5Lc+u>IpK`OKZI_2%X$sBuD^|2^mB_g&iJ5sQ0TKRm~} z8{PJM+BZ+(IsgQ@tEk{GHoFduir?DjTi38?vcyL^!=;F|yKflqZOVRP2hrugx_JP?fAFrmMfWz--Ay9aOF?|U z%LjkINWLj@{XxWkh5}#sY(dU%mM35rF)b(-U`fUO+ztp-wcIzyU!Z$yP&AJOTA3w! znA4@pYE*gE1-))cl7^KvFo7UBdZ!!6tuiArKF)Q5Fg;hq6+nfY24~&5 z!4PVK$Rg4{NA7cTQ&UZC<3yKDzrJ|d}@XTqeN_U5gu`upiw9K?axt!@ea+W7bT#X19qWjjYijfR=y^#sJ`Zr z@glNQ)WnJ6=`k-7J+f(6th*bM=J?x7VD{;11k4G=^yizR^t-(JL84= zlt}8a9T-aIa2QD1g3Dw}tZJwv%PPKC&VW37--)+D|2ZdH7?mD3jRA!nxW9#8 zOFDOPjG z3qR+(E^?_)PuDqO>{gPlf1VrSV0>X_^#T`eW#91yfCe3%em>vMp=)RivorRLsvW#D zoLw|eHT&=hAL%bIqK8KKeQ!@|RFJYWHW_CR&0(&?ybdRiaCG1EdW+o=U9&bO=Apml!u#41>(Ske!DqV zrl(HR@JqW@L-g|X*txH3{DRRY2jKUYE6o&69kFsHKV?3g3nOElU6cmv3ro$n>HE)^ z>Fu1pXnH8dV`6Talf}I+`1HNhIWy>{KM8il1ye9$N*F@}Vx=^vky2N7n7Yi3wYYwm zzmhTpku|;6W#hLHTeV)!cvOwTKgVf7xfwC=sN<~M%N6Y`==vIH-bgvjjx19Xw|8q% zH;6y?of{i8Ed1wSs&Exky0^C0Xgl?cH}`_AGAC5FS!hvnePP5$s(EN=;K9RXgT_g# z9G!Osdk<)8FL@8}q0eP^>y|b!ebLH1-h{)A9{Jq29(U?U4Rh9~#~GND9gA;51#OtW zJT9lMN`4<&l2!NQsd3O9s5Wx2Cuz&rvn>F<=O}z_{5a0bOu$Gz>+yugV8+WYwquUf zZp!`Ub_F!7s>J%MuZWKhXb6*wOo6jjif)d@Tb)PG4~tAJB)nftB%3yme{i;r`w^Yi zy+0cPxvf8v)?oxRw$vmvRo}mWXEELzqq-&yH~#ikqwD_>-L$cTi%wna1V`r3 z*O@3N$r{G&rhWghCQ?zLFkmCRdzYt1Tv&rYiZAn20(@4yC3eA|6KIEL+3t`EkOf%4 z@xK4vqmcaHwGb?Ia;!WMDXwjfvkq~$N@TTu&iW!mA>@vCm^LiILq zf`Q`ZiHrUCkzFO&PeHkVDUP!C0;%PCtX(ov4Z@3bghP(y0pnP4K&ogZ1=cx>)dOhT zAAvnwD2FpaP91+s8#sc0vjZ#o`v`YfXVLE??wbQggzPvIWPw6gr!!FTI@IkzLRzqq z|Mn$4){p|72}IijiYb3MwOy_ggXvpqW*wjCvHGX_^;Wdv-?r580x%emuR*5?`vd`? zruM%M^S^$O)X-&EB!p7B1N75A7ad_6UJ~U6v{yCH9>9UZ%Has^>-5?G`pN$M7&^aQ zl@3r~bUlF)5b)Y60IDm!vwsl98xo_O6Pl?3CUvJQx>`LJujMM!MU#6V@=_o{#;32p z8m<>{%I}tWV6n{7nXaadRdIKpyE2!?yxFDHb?Xu+pZxk42X_(8<- zYTHj9Y)VETabRTk_5hnHF9MrE1Xo61`DxM*Q;FsSqu_hQjE-k)X+#LmW1OdR0Qc1%Lxv2KEdeSD^P^R<&jK8E!0+M$O) z7x)JohgHd1W6E?ptn5yyg-`klVvI=sAX?;C2~17Ld7VKREKbD^2$whT!eC<9=-@}# zZ`}(sF#5AU8St|Z%>YVw?*MoM_!+dLSuUuIZ3x5wV&44}V4C2*S{#emSi0lWdMKwEx`5PPR9!!0Qav0?hiE0tAh6y=kO{QF*slw z0qgwlr&5svcb3@7#j*i+W&zq%|I4Xpcq=gU`_sVCgWdo`XM{Dt+%TX&KW1PdMss;R z!vUe^9Wwl)aQ~ac@aj2PZ1sgu@>qpO?%N!`8cckL-HojLExz^)o7>&v-(hPgYXT>z z5kl7|vc;@?6`hlQr)k1nlS3oDu*;FrK{@;x`(l!GnoQI$LsD*+Z)Z#p-AV(^9SPHN z6TTBDw4trVZo}omHI9z}XZdm5vYB(Ld4%}h^=;&O^w9|R{)q_Zubit>#WnZFr&lCr zFD?gK|Jft>SUQ_!73291-77zD4D<*V1+0QiGfzeYj~@vMX-*%Qhy{j!EI#77ejFinJ@&*=#I>Al>K019?*>C|#Vc|} z6aLaSYsX*lJ9*HCW2Sfrl|Wf{keSO6MHS@~mI;fz_r2%rbqh(p^M2pn;vw%xj8y$O zd6@L&TGbE*zt<0^)GnoQ7?NzO61~6+0p3=fi?+d!ir2cwt9@{N$kG=d`%vXyqh- zqB6=bs}K%IMfspFS5(@dIC{|a)y{`=Kevla6t(BblkIOG^Q^`{WZF$Tojy&xBJ%2? zrFnETllsz~ifo%s0y~BkXoE_&Dmo5A)Ujz&) zDH3OK1_Od|csVeTNE%=umzjZq0Aal@@b^HLfq`@aw~r|#Fc|_6z&XRQGoA&=`M(K+ zWmpR!di!_|!ho>G9luX_1Dx;@ zIN?uqMnm8PT6S3iwFqzmAZ)4c|9jdYzo$I__=EsA;THV&vyCBee^#{=b zAY7aOKR2ZeIS7J+Kj6aH+Fv&tV7^8$s&q$~46M10>A&K;1Vi%pP0My2Pyr34%0lTV zL^p@?XA2FA`tjOvFAge$wM-!ODHRb!m#ny33@49amjSGFJS&bwrFw#&mu%0mApEWJ zW*$Q00cO&!^BKC@ZczQkNrSZ`)A{}aQfMxoxoEZ6tWri3dKQ2W0l4p+$A5L*{nLH- zyJday0{<_t&p+_b|IvFD$#Mris0y-kx&eHlRfI-R1h90x)Ceg5&gNdw2C*%{v1#`5 z8xb7gHBCp$;N#vUCnCR_1P=hpYaYQrQgkcaURjILi`%tUY6!q~05%Wz|LhB-6);Bo znwn)hcO3z&=k2asaq|7O(^UD}%58zQ^WdIgXT$p#Mes~>J}v{&l)E5sM%dbDFy0pu zdOjvK6gX7j@sM;Z=icUbSZhfsw-*}eSSHKq%LPHxn*-%}Kj&OKR{w*DT@u5qwP#(?t0Zgk19p1v zcb@Y(!wb01xS(ig&$RmtpB(|KbpSi1L{7BYEt~0G8qo`@-mF?Mfh~%Kp6ifntMXj? z?Y__^LgdO`65OivY4EfzXvUmYwWl254eX>Y<(5jPo;rhVIgukQZ$%8TH!gCLt{Ew!#Vq?tGb=*5XD3>hlV9hu;9k2w{sml2>|`wn;UBAWJLOZ5nhd#ox$<+lXB-~`-1_W^j&BJK1H2i2j9TO& zHus_IRWXxt>i)(P+mRniBdbECV|dMc=m4Oq5bxRh$c7$N#(5iGO5*yvyR>x&#mWvS z#w_0nlH5L{lni?8qI%T7G8%jVtT%@73IN&UfN8t^w{pzLe<;T+fu9Hx6BwsNYX=jT zD!qff>_d0I1cx^Ut1%{=rcl%E0Sr6oA#7IHXKciPC9UIu$n1~$?7(AP+Q?16gq`Tl zal9MUxny1)_0fb&{c-1<8Y}?^XC?4l1QCp+h&QD-5HO4oHpbFrTs7^@-8*yQh8VP_0*rS`1`n@%L(KVhqq< z)cL$-nfc!>^&05w_VKJ+? zdChJwmz^9*9eT;;S#5Ihp3QMs0HGB$YG=#MC}XH@ig-;Jo95^Iu0C*;u&RmY@jX$V zsTvNV{Xlti@D{xF+0LBX{K+RjdLZ_Ee3}h(oBVE}S^>Uf=eJ$0#!Mw^N+W*|z5Hth z_!orXcAgvEDp$B_FCTmR%Zb)(F5#DH!5gbn{<@lrG3K!gwcRAht?lDIa@BDncI#M~zNxF1AqLwp2IEQMjm4SV zs~%6BPfP-CNluAemrz!s8W_bzCy7NGGxQ5g^EFMabM7~1d?48^B;lS~7`w|@Q9G}o zmGFI{@>RX|!%?0KqVhkfo4@Is|NiT@4dDM+4iUlMtxh}YVv(GM^$i7^G$s_@_W~9z z{_D+-66Ye?PwFRM;L^p5LVw;KhEO)}+1--TrRiS+wkV*drr@p_?%5};=-oaETZF`2 z$;s{~tIpjF3B^QS$A35ANssZX#jDcBUjew^ARSeoy5WQ}Z&8~`yl|YyM>!Ffk_~>z zsikA(^2Nix;<3AI#xiv!(CM3{c1cmMoItM)_A3RdCbfO$PK%Z4@AVb4vOm5r{#}}60?)<<24xK%ev0b@@TdJ{?9+$XUd*Qe}%m5 z8Tt5JvMw;nilgJ8s-x2J>0R!?K&~y%?)FGOpP~jGp6q&?c@sHsoWQAbw~_)uu?}jc zMUI~DeC6QllocaP=^o^+S!a@XJoqB`E_bkLZ}rjv28!G++q1jDvuuoL#ME+7eaxkH@f? z6#pW>50n$1F&$wi!c=CuTzv)o3wnXtwbLJ~?LEx6*QaN{CvL>0N%G8dqi(aJ-QwE> zNrvh`(U}fFMLOaG$KGf%O}<6O>(|#vZgPihaP{$=`+_5C-AAPqly1t|UUlZh7AZF2 zjWU0ksG(H}O=X%Tn+^3x(zSt>ni+J@B4!&>hWGK*mTdu&%MTR|ZR}3P7+Pg%u3nNu zdA@$Rxm3Eb*b(T%!)5J1kAZZy3pY)!BKY*%YM<6Argo{a4iKk*>eUeGKX0-lS z0cF~G-XxC+$d)<G-VJD2F)+ht&i5+Qk`2;9dFYqQ-6X&KunEvv3 z;pfdeT;`$`9Zx3%dD~u@*n(Lq>f}89?)b}+b?M)@_RK(8%OD?rINpLt%4kKl*q2y<+4>CRCx%lpcj!& zrxctQHGDjs!F!84>Ig^^;C|i!`OAcxVmnhg**YIc0-h9KSXoFWb9Ms;R;PY_j9y@A z%Sj92jRxXT9y z1S=#QY)V*dUn0x_UFJ-Gn%$>jb9;?*+E6a#c3(8EG$@E%vT=n!Uh;A(Ioz{Q1*{lq zYe%m&Y2I`c-B;TQeFOS%==J*bH=Yx)g()J}XlO+&vO1vr8M-cfDjKvfQdpC*@?_Tl zmi_f$WW~I%0P1V;wzl6RfPLA?(T2^?Vv=r>ZZx#N^5&~T*}eYL!e~*qXj(*>GO*M~ilCyh4|_17dQQ!SFok0jwn|anivW7m#vh9GN-$ zvL>vZm&b8nZ&+PG@pUuk@hOFM{FNL#qg!fJ;z~rE$)*BbK>2h6uBa-Xn*O{g$t9a|oTi@Y2 zjV>tYvL$N<82m-CX<&0(lG;g+A&!S;$n0I2h2bUfbJ`L#(|6f!CHc+wc!;G}d4twy zw}B$AWd&?%@G*PInbIz9-DGR5HQQ@2!$i3$;3wp+Snyq8uQoLQLCmX&_XDOsiHoVi|yLKL0`F?%$CJSN#`K(|>NS{`+?8fA>EK zFt7L@OQj0uN7F$61f*NvxrMd^nox1Nco7W0Uqz1M)V)`10!32~6`Jm_`vG6ol5S4v9_gddxGm#A>a` z|HHDv)$bfksAeZ{Vz^4)Rv>LtzPS<4xH#c87(+{WCq~cCS9Qo$01WTH7oq<7|FS9} zxWGPxF!niQDHr8E*{~5Cy?g?{v}vrC5m08^yYnP-fsG$*osAHVen`qS=Q8r>_&$Q5QChDXkXtWI*L!UG>MiE||k&~v95QWo(l)&vz%S~(@_6lkn%&PB3zg1#V zBf^&twhO_20OCiM+(3%1LEMn5Q!`L>y7ozMsqC;trV?fb(Q8F-04kYOfQ{9SRMvPZ zYZ9gTj;PtG_lHndfHRgO9=UuL>~X*`LTUOj%0?QI%Kt;gc3qlJ$n?n|<0EadpG&lF zw8>ZGIvft@p$kk?>Opu0+Co(2^;z?#)<~Sj_;)Ht`h{Ve#t6H;Ye`G}&P#M^qg|~B zgJq?!x55~8V?EW&)nadc)B9MF7Uctmjah)Okkj{=vp7X-^om9`dXkyIieat;^e%U3 zT-h~aT0|}%5>R(4I!P$0O79m%7|!v&V>IjULnuT1ePWiftAfcsrZU%+W0O$cm6aPU zP{9YDpKB)`9tpFM!YHr59X3Po8@f?SDTe_Drf>kpjmef!%HtB z4ckMoW>FtwIw!Ev>k77+tRK|r%LEhqg}tc;9krttYZ1K`m%N>{)Xu&d7%Mksnt%G# zWv5(nIwzQ*# zb6V;zw;ViLsXYH*I<@}kgZuyT{#yy|e+mjyI4>!Eu3Gxj)b8kr>xUyp0OyOT?}8*z z*Z@C~k%;`-W`L`lExj=ObaV6rF|fTswb&oc3lR9Z6{p<0y5%cw`d!^?3)BGkJio#K9 z8#rCe51VP$z=r^H+m>V$I?yhXNRuAnyo#dY@&yF9z7(X9=5|M)WcFZ~!(XBt=@0Ht zrhBxZ7#%$Hri}bP5hb{oVw<11ud(j?H1*PZpzChxVKXPD>^ta7V*RfzAAr4WbkMNq zJ+1ZBGWE5QtBI&r#MG1n48m`}f0byyZT;d3PY|@r31X!kENkH9X~=F+u<|r#8?|q- zH}p)~6@gKuK@Ht$p&#HHzjrl9=2cRPfrl`0Rf`&?Z87ArIWso7nFO@I=b=f>bRr0+7k!*~dYs>%a7xp>H&2~bmoHZMH{m1R@ zG>&phGpwxLO3a--WnQRZ^FU4d@R!D#G%fc1akV&9N{?HK2I*H#juel@5c%kR069}a z%l>HsK-TpaOipnS-0`REy(mxtt~>96tXud@{iVZSjT>7(19FnrH{2}iF3;G;c=wIT zE}5*-g{`xzR0`rR>ARFFFazu{PuC<0iFVF{6(=}OUt{^spg@W5%KFc=(dRMxEiEQu zA`Y}^RgTOriL)J|>KT3o+QzJbf`rEZccV$D&?8u%MV{tx5CZ!S)ajsT@@47z4BB_+ zyk@g1J{S2hEiL6AlXh@oIK}}XEuq@t3X1U1G=l+G>RhE4T|mzrUBcs*@#4{vmgw_^ z!*M&&Iw4$EWJ7z1ke#J0gQ?=|gWJ7{G=C5^Qz}-5B?TA~7#2zXc5X2Jvx1$2<@n3F z;Svy3QJa6xjyKE>ke1mEJbnWKDbxJ)=0$%*Lo>do4 z)|4EPBh9ek_y56zl)2>YucO-610$X7IZ`SzP8kR77bRYq%q^!jh^WDsd_&q_ai8s( zK3GF>m|PO&OKhS3_{=W}MlznY1f$u;Y_qgWV{D&RZbx6eUvksVp+tx>XG5`iA4cyZ zq#tMSX~JttcFhLXHf!0}w{mkufLfI6$oOeW=9H@1BjdIzq=v|z*B2$xR+Kijtkw2& zLY5YKYi@DguXhu&_a2C*4S18P_VA+GwDNTe)6XH(;sbWM;VYvakW}sE018E=LY0!V zBLTT2AB6#-!(DAe@GhCJzyue~zraJB8_{*&mM`f2jyd)@=)Pua{=oB){LT<|iURrB zB&rd^dhP4?ts4W2*OSxu&W^b|n;K!L3QV%;#hzqWcLB^(v*s+JBMrjazhj>GUt`+8 z+~(g!q`-fS{!fN+AlfOO^?@-WEn|v0tu)H3s^Z5XOAfCBKUnUVha2VajrTU>E!tUG z%{}-ATjb2gvr?8U&Fk!NvrQbBu3HH6W$di0AIbz4y$+K9U&827oErdFwHFG+xL=7) zJ3J~i7Q>VRj;y7S_BL(!hIxW2k?uqthm!GkuKS($gc+*VUg8t-xvuQm@A-tUN?=KJ z1B?f#Hd)|VrO#}3$7Q+giSYthfOk)9o=!bx`XKo$>ftJJDxekMLkd>8OaG6y#=pE1 z4`DlW2?OZf;y~KzhekJ#y?z;P@!F!2mK&d^d%DHcGD^zV% z9fFh{Bj>JGJ?c1y-}^JoUvUzt++T+Jm8RK#c$qjUk+=`K+*G&(A*mK#;F^e18Y=oN zb?E-=Ns2W_=)=k9lrn|Mkibup$p8*S^>y)B)UE?d0s6CW$76o^ABn|>Fl_XWVCi`q zWX-}Q;q)~JAwYd!J^ugU?W+T#UbnSDP*fTvm68+$1PRFz5k^G1TLq*9q@)=Ir8@AJaW2C!t$N^@??`7|^&$su9`<;FFz29Fm;;-lTuJ>KfdY)&YvYW8v6(gRa z#1(-iS6!%IlyK=kNJrSd{KCib17QQ=6E%o?27|C23P$XWQi-QOahRt;2@$alTcMop zKX8Y2Hh?kz{OK<)QVy`4H?G%ywL8RR{#&W=57%U9cGb%$b+@R>_{^g5fU%lZ%+@!3 zWxTOOaNU}Ig7I&5hZ!|;p{ya4WEAqix<50~*{w0aHXEsx=XouwT3_e$Sj;;5<`^Yp z$`Q}tQ&DcQYpPaA1lhvltO$E2Fq&`Z*IZS@M17D;1o)U&5oRQU8v ziR){Sw_JWJOHZls1Xo>?>NhPpmC$L~8+X#ZVc{hJ33?)73>31$4R45GMN zTD17UC1Rj%pi|cqFONOab+L?a`NoKr=&4|6Z_M&(HcA<^R1a6qqf1FLFVIo^v_>BI zB>B~6NIJt?2I+$|!hP)&S39-3ej(hMZtwfMob2t3H3s(~Z-3%cWEAC~FYSx{UDWa0 zVs`Je5%u2l;b-4GOD(nDeYf$h4uqW$Xyu9pHF`y)ao~Xwpx|4jOg-|P-xFH-!}a6N zU~eN2BP3)$HSZX(tW?@QKd&8eVLEzgSyIlv&4bFnK!1JAK&-sLL6*4vQQ$q|*AIJe zSw7fzyE3*Z6LoV0zj$7%Xvt(v9D;|SmuXrOSZ255B(5X8@l#JS(>Z3wt2?J zdX{lf#>Sn@KIHMQRxa41*Cv6-A&l%r5TZqEb5B0-Q^yhXVq@Sp^m!Z?EE|$_Hm$Et zu**Jgjk`ve;3g5Y;Jch0|B;v134Jfg3RMdIpjPvbgzHheozvdB*S5tOVT(qpJK<0y zLlWzeNCh`>>_GUG!fto$X)V;Sp#!f#8U|3rUPdbvwaiZPY#Vxxeh8Qe@LDyq zt4V`FtZ-1EKtcM9998mTNqTog$I z1aCnLEYTgSg0QwLC%)r-C+32dWR2(nuU(1&jEV-qD8MI0CO+F}0%Hf{ZikZf8bcnK7?- z%r>fl@qicbRTkaLuQn86mY$c0Ajnl4k$nBEZpvt5(vx`Dnf1xGQ?cFBbfSkb8 zf!jWyH@Ys4BqQSvJ@kX$?#xSm@O#*MVosz{v}@OUp%7#Upiq_T0_3gS!#Np%7(WGb zg@LJZ@FW#QjmGPQ&7ojJwP()P~q_?RaB$5^2xd)5u*gd(MK+ z%#WrRu|wswRRio{yO7i8-gYgP9Kh0VV2OKN$Bs!nBbiE8DzAlQKaKFW70N$;x>YpV zK;9l`A;aQnJ%A7_hH%p3amH!a^pH1u{pGQxsog2@T3!6l-_!f!)78J;$a0bg{vI;F z+T{$t3fOf`S2MEjC=x9SyZ1uOFI2lIu6l=nXBNoxyVglj0G)2NFAuf4-kc!>B zdZ4Xq%yf#7XbfhA9%nQIfRjbc_+SfmqIqW-b`?8(5|=QyP36iaA<2*c@&ELW*(3N1 zpLxid@GBdUA8dX%Mh4&`E7?A}h!BNEajq2W$Cy&Ir5k-=zS~Zfo<-@Xo>i|SrXu`? zWxUv%!N(2CqjIZnQ|lg9o_DPlV41tKuQ|Ojz2mEb;48;K<*RB_PAqL7tF4LjTI26c zw7E&djkLqqCqJdoEX1@1*7?>lPYAz95$q&5W%gfqhkcvqNv9INsV$+aZ{StPS?N~W zpxfXzI^j;C9ke1jxHRcVf1oJL3Br-opEVCtZk_fY<7hoUIR3a2F>`8Gz>77xCa;rZDL+e$8R zTf1_{$aE!1y4@_jcxwvh4xI&pfn!k6M)}^Gayv2cs&cnPGTtl&gK;3)rrLtBfTD=|18YD|p;uWc zvVquFc_(W)wsuXR+vCQRt}=UF4QnZ<1-`>*yN*(c8DY!btoNq;%=Y**Qz<6wKb*H`s3G3%PLbY&BU_4$#{2;^k&5M;wK8#Pe>Calz|d&>)d2z@rv9j>bT;mfbvR5 z-}5*>$b=-WnbvEryy+wh;Bd)WiOAO}Cas#uDkT{d=@Y~q$pa0zo^1Vs2Lt<)gq@X| z{qYyp7DpRr8SA~E%Fmz2luBqT4V3cpaP#jy_6^$dWSnUvLJ`PGG3vH^2et6r}zW7hu4glh$s zFOe|RYPrkyI~gad$Mbrl>Yc_GV}yG1Y|#-XL=>o5x!)j#OT9eY8_0IX=djM*t@DxA zm)1HkB~mNv`!mBuS5RSdJv#gJ=g+s7x=P8eea?0>-N&nNABp!vi`&hPvrts0tT`?j zD1pT?shVu`J}(D zT)~wxRaXXWjp^&QuPn*QG32%2duz6#C92|2FYO0MCxzZ{vtgWIK2{#I#PQ;;Es_MR zVNmrHuLWh#>KCO&*~tW*Up!(L{&kY~OR}eBRGO)4UGrkh@MJ6KX-HU}$L%A6NWB;p zf=jcKMu#_-c2XKfhYE0R0(c-kKXt|Tg$Qi zWQQVp!nbaSc}dOKh)S?#v^L~lL>n2#;7<30#8f+Ex+xDWgs^kQ2n;C7w73`eS$Db0 zt=e!v+)a(=-H>|H|Qp(mfptc&1@bGN)%Q3NWL z`tO0)v=(h^=`CKVd}b}iSOb8-Y=brWKELHOiW)#L)LMmTmRa%R#HCZ&lIqxMKDIKY zj5C4AJDWijv9;u8fSq~AXsQO0oMIL?5>0cyUS34 z|9$iFS2p_}cgK<`!mzQC zu};d0(sxXOQfqSQ8eTYa(eLCf#uUExe7eG@>mgRoLQ{XN4qCpC4~}#nmJWU0>Gd!0 z%j@4QCe7FjJ^`0rUk9O z|Mup6!PR_OZnjb86xy93_p53X29InHxJw(B78~{|)Am(=Xai`a`~GhWv;VrnC5>7%cD} zl6?{Q;QRGPTs7%AD*-Db>Jm#-%BW&p+5zdMAC6o12#|#h|Ca>#k8ya)8`-srFuJ5%3SYrx^n%jQHf+_lSL5ZJ&nCO}0ip zN(WdkB@0tfTwSGNWB3=bkOqbk_TBwJnQjyD<%XS(=JTzE=z zzBobvm*ta#SAGXtWWM{HF^$zxh#BKpwWm5Ou_$(A55n$_1_PkE=DrQ9mqS z20SxTeq}QG{($vl1pYsVto|NQI{QxWzsoK9-HR)6)H02{i43bvXJDxt&AAU*&+g*G zO8$bkQo~w{jQS)V-hJ?XvSfUm-p<;{Un31<$bWWWdM=De&VpNvpFdT^{*`(`0q+SM9QeMr`IYcQ%f^GQ^siG_NY zubt7PHGqZ)$9t{QM#l|x*;8*>P^O3YX|hx?rPM34F6T;GzZu-`4LVV*Dj&3|6SX13 z(u}M+Zh0wJ=Vl?pLnL?~Ox+#0;RRum-1^XcLpEjm8v4{rc}0;UMLn$iDQDppZ`TN- zGQUsxj?ajFl;K$4fjd`y)+8KLpk1L>(DyjKzi&}j`9873)GcI1`0QQCKvGYw{ref2 zy;Mic@Db#-&_=s_en!8dkkczc?Ic}Kr9SgP8+Na~>7Li+@Djlif|Yxlh)>Fok~XKL z5O)VR=KA2{SiOlJ0aOE9oNG51FOkJy6Mm;A;K% zNrdPA!zq>Yf0yv`yMQ2CL}Lln+ZjoJ;wvC1o6%t`07a zPv;k5Xji()BFP}sWpw{6PVL{E7C}4OVEtD zeZWCKqz_ssH!;u#x6oY`hVM;Hc%N)NUtCN+c4*yw2~19o3mb~-phcEgs-45!IWNQS zuf${vj^c?fJZiJ`gEF}^=N1Lmsh_H$AA%Io&r^D?@to|((Y25I(JvB%j4*iv3M}>{ zqphm%pNC>~BU(F2FK&^nZ8XoO%YCp^*OJ#+NtY9xNk9KlYVBi#C@TF_r?KVR!4Ek4 zR(!+?-9nAvQM|kVj~7>4KIvMCXVnPrw%M_M-0OU2&flsh%qQ{WjRAE4#D?^WtJt!} zpimLPk7+CU{PhSO{c$S?j-;#=pK;GHprnhrmP@zB8pg(;ALV%C{Dg}T ztd6RO&FRkUd`}d9^U+Y&+}h32fw*m<2;YS?NtNbyz;CH7q9XsVs zJ8Y+v>@n*ROc;qsfG0SCU~zyI(d*r+F)52ctg;E)AWfn zzA2fz5BFS7qg4?DZ^lQI(&=ns%UmP*ge7}>lXIr4qF4x{)5+NdA!{kP}xZR>pR|BwC?w z7EL&-kb22-@P|P+eN&X$+Dfg`MLYtjd6sp}eVGh)x zT|gaLdom*hq*Y%VZywYFK7L>K{}tt&jcv;1nhu~4bqF7gculxYcb~esw6TaR$*`Vc$R9v5_^>`x39z z^>zMMk=r_{JMxi%XdIzcO{1-msgn_F?lKDLm!a2kS2|np8FLD6bzR!rIp8#!=(pb1 z5-pCAgwqaSO%YQ8w6}!dw>t#bx?|CIO`p)R25Byk_xY)JyJ|LW6zy=)iz#v$lPb93 z2eO(@u8AC}UCgW$_F;>&oE+htWxElobIZ`=^2EqiLcx^hZI+fPPF?ms&0@2hym<0- z3E8`<5!z{z9ZF&@#i;crH6~|70gkO(b*S=!4!Obm$4epeU0RRs=(p7ZU8m;g#`oLD zp`zRxo+bL(gIEIdA>=Y9279?7UMd!onu}joU0YN8-a4^ptZ)i@k*9EEX?fGgslS)9 z?8d{%PJUUNT0d(UT}*;EiFK;g-hO`V9XE-+uP>Yx?{{FO=7O%hkKRC#Z}_;*geY8o zCc;Gl~w^WqsqVLuNC_s&SJeQ9*jz(?qdBS`c)BWBmIZ754%G(XYWGLvY!a;Qn z@&Qz5=ztK;b-1;e_>kyGjJ|VnwRf>~EqLKk(91OLd5R18zQaK5WCuF6lCA>jHzg>A zQ$o?~SU~Sc!={2fT@{AZfLYA`#93bO-e)w(K(B8@V}5vlhg~Qe_XyTkWZ#hG{!zzV zt|;9dwOV;@YlNEufj=g5b>1~-qTPQhmg`)oqWIw}6i=3QziVPg^T=whj5FM*AZrn} zA5LzA9drm;Bpo})$rQp#b1yB@2&l~e>*u11$pEQ*YUF93mqYkoQ9Xm>EM#!VB_`uf4#uKk7P5dqAVHOVZ#7&W($COq`;psV&QN6R$6 zHTN7Tp{4QY(fTu|`5V3B1mz+WhHoQ{?w4Fm)TO0uGM!p`%Y9pt;2$1|W{(w6M>^?@ zpNcmxpTe|~0@BLG2Z66KL1&)$2dtqr-Do@22e&L$&*br4d8_HDJGt*wd}HM;oNi5x$9#e<~;UTt`gn8-$A}| z&Kys|`LO*1BbgwIP2ZS8Px+(4l{d?|{Gb&4T$YAqVn)Ms-<(d#neszYY^~u+y^Zy8 zbo^kHZ_Mxq;KJ(FNZfN0BX-*ia{q4b`mngqf4JWHPuE5NZadPy zNL8ss2M@pylf76!>qbzd2iCKlFo(kh*!=#lpx$qc6Lr>5w$P6eworUBcQW@NudBFU zJS8JH%f@?2l^l6P9a-@tADeE;p{3_n4S_l1FW{z%_l6jzP^xqsc1XFR@f%^~Z=VA4 zEP-^oIyacUJ$s2m|1FJR#5*f*bxbnfXwBu4&1LW&d@w!19ZG%LZC@!RP&0g%1PeEg zQRI#tshQb4gKRrHZa|2JlSP_td*wRYQA`LI=Y+{T;wLid@96V_F>vAu9VkKjO2`nporWARnj`!l?mRRHDI3{CeJV>~!K9=O) z|FHi-{Xot!i`MheGI$#(;OPQS*JYX6Mw0gTtP#Ll&c zK4s@yj5ze>)J~lDaQy+jmKu45yZK!cjyuBSpU&)L|EnXY#&3?G>5C|rdZ8mG*I(LT zIx_COb>+jprh{S6wE^3T{(nBezA7g9Y^d9xMtJ?w2=jUenwjA&GF2)y-DOCJ4 zYc)~hIlVy7H9<)&nvvVE^XH2CwG{~DNE6BAk6ATt@6T=1WbIxKa%HLxOsftx3q^6w zoYCnhc_;^7ywsM$8JtTfk`Qqe4s>v1pIBmtY(DT-lk__;jVYct#0#}kHZ&S`pU}1E zWPo2x4V(%y znj83vkq(oJ*)6R0`U0O!zueNf(sw1irx<$!CFH4^h4~2DSA?dqvtSO^Odv*6{%h7B zP~2Cb8CGmfTBi@yNbxD9JAlp~!2N&Y7P;BA!sv_qHkA@SRf#1xA6y59C;>ll%3yE3 zr4nW&&gWUDa0j?*dFd8x!egrW!}k*+QZydApYJuQlI*xg`eek@{Ao5o_sv%O8*=kR z&W({gNBHbbFOY8U#=CIn+&ZQ`~MJu|3Jn2EB}Z4S4ba4QdN-ARPxO%321??gt6`u@jW0l zK^plQP`A>U1uIk_HshU6cv@ZV((B!}zk#_Z3cORcEpp(?L2DPcp4cEe(}%*=T9~k! zJUEnlQ>DmMJ%rGD<0Uj*A2e{=>1cOb=u+0MV3#hW%50rGY%TT8-Ma&z8-YxLrPRfW zzB*C15wRVf{WS$Rq6=i0FBJb1oqEcO^? z`J`GUbAFmu3XK@Ns)_-bj1s5`0?Kt0X&%fAv)nU{jDsDp!WJKe|8_p(2VmqcWA6Ui zxJD`$b99s{4r|v1!sN)GII&!$XrY98ENA3CcHm!LQD{et@)(zXE?+rK-L)KpM{Nnq z@fxhr8%faF5N-AB6-Zfol#FEs!@0_*?JM&`nvL59&l^%dhM%dlNznw@i(cxd+uKsM z#vw*RJ8T!zziFpf-GAWWR9jLP`Z4k5g$1XlJ{ODdP{cw<{(NZT9q$vDn(!u< z2#lXRiSen_G0_MzdZHbd_5}C!c|$8FdqEDP7*P&FQ8o|3F>UQyMd4`eib}1|9~YIZ zC|s0nk2buhf$Qk&S7+n?I(4gPrWX|t#g93!XLH<|9V!K*j{9GlP7wC^{Npn8bu2IJ zIW-yH$l(-{tYg`y$zN=qw0#__+gx4hd4=P3xXb;oS&Dz3c0Sdx2ABY15fPc3G(qvz zHBP*q!aD98l=tj`GXC8V{z;y<{znui8`yd8ROvQ5S6G`c-BE%~Ih=13l{jL=Dzm@U zFpq3=I_N_AH&^H#c4fXQ9kMz0TjOPwS#h^DR)Gqm9q95tVPo9{CLpzdJozFbgHN@60T4)@ufQIY;3b#_Up(Kfy7(w z(=5oF=stV00@g5JnRYLxk*0V<01O~A>yHVev%~tbxx2J(1ADgVFM5bDb|3Dn0VaWf zPc=cE9MA6Ocm#fZh+sAS@Zn`%_d6-$(+2`$(48Zl51ZwKX#G#};)h{(mUs{MaUxUU z9@L={)U&+-Ms#&M;X#{;>yI0D6CcQ%`pCMn>VAw8eQFvd681nFDo0e1<{N3W^%T1Z z+OPh^83=m>X-nqLD9pOFyTpCW<`Z|%LXLd8Jm*V{}tl@GV%%d78;vd&MY7=e}L zjlDHymYukjgEf6OBHZ~&Tk_rZh8O5%G_Y0XQGZRv!|T4nD(_c>kY?P5l{LjwhrPh$ zrRPBlE!VoQm9kV#eJOtC4&sryvfr3pkbk&@kd0%OYtZBtd)Wu0$zE$qdl%|xdqFLV z?;}3)8FO;GCCfw(6NtCYF%5r4kxNQ6(r82fT*sM*r8xyZQbL;1cL7;n=AMNZomHgX zkh1D>$i4QklF$PibeLxD%M`=Qy-MsdGnpNBYrYH>3O8D3?=cqZoa@mQw62w>6A4nM z>`7+5f_uwW72$nxjhhGZobionRTP9!F6!bK&bp)1b$#I!!BU$lVD0Y}flqb3>x;{z zENGWTdIL6A)OM)H5g??f-z4Uhi1I#q)IT;iZ=}P+E2Mb8edOff{G`?3`*ei}+%Q_U zh}RTX_O6~lXQ^AQm4l6m_xS?iUfE?s;rC312PnFU0yeJ)R^?IPrQ^h^$z9TvAhA*& zU7poQVK63!zgtk@O}EK|w}J`?{qFRbZbx><%gX$hyjsd7t;PJh7Y-)$*?z>MOlI*@ zNu8|iE_vQTeA?OeD35HT;n{B3PBV|(#jB_<)Nha zN6L!)BRf+hQ$`>c@2qo1tnnLk*gG~L+loDe6%?LVaTQOT%jA4^tlFV``rI{d>47qd z=N%j9MmDr;NTU1MUE+$|f;EKu^;gA!dRX(lcv|na+Z)wI#@jdV${opK;<1FX=O?IY zWG71vz7a(#kmTn;B?BwnOaq;cwdTE|Sh|_X$7%YunR2gdZN={3&9VoYQ6+y`G135Y zqe%qua96R-xy|hj+JvlIz4YJ1x$jU6lrjod0h4r(_`_Btz7};&I?6lMbf-PpD;E_f zlb=IHZmCzk73p3vy;5Ck>OpH3F7+^q{~L4+Zl{kaI`E<(gc~X2UJGSZv0m8OK&}NY zTNPzny*zW!vA`+cqqD!oTK6V`eo2_wx~2{j?M<@=A!9>2FK9E4+F5sMYr`At2i;U|MtsFYU2X_w<46*6jzHppK1)tH3Zc8*h$+L2QL6;sU=>Lcc zo+RIvCPFd6Hu0Qhic^|-c=Dnl!qf89$hA?f9C?20&CFfn$7M;ngHGe8-4D}K)du!0 zozvJ$6}*sNc4TgB?YSHWf6l>|^w764HXqkEpPUZ zw>cBR?Ig@Lmlbp#L|ktj$G!O>@yAdDfhYIyrcsAVUzENZ-?or&cu%s*oas55C9E>}jV-J0 za0iq3T@X%|NNaR&W$Fcg(RVRpkdf}bY@`Gfd_RCyW%e49`oYY9;`lL;BYEP3_C3T0 zVcF+}o0l~jYkh9M%PFyr^_g?Kar!uJzAMVB!NjNSeZ0fOa*Le)HmE63m2;akjFN;} z*EtEayl9qXSaFp)*ji-#($=`ehY@|e(291#zz#=#naJNdzq_i%5h%pC0X$}hq+6u% zN`U`l2;X`T&XOlFHr25Z6|#4D+8%aiow(|U|1lyBac5>y{FJ+S%nUe%zti>4kl(9Z zQ*;{oPu9@5z~LqFRpT>YG(#4}zQ7O?ItsedqLBu+Nd;C?R1Lu`*qbrkHvHq}-jj?2 zqRQs`l0R|u_TAI-EMJLrht#~vAWOXDN2|Ody#Y13N4-*Xx8Iq2o5)HPrQS-B0AHGG z-fRpZJvLoFov$ofGz$MidiYzW@>f3plCjpuAkK4yNfvy-Y8|-r-nj`?2flLT28_Oi z=KWh+p5(crmbah@mMpL?eJu#zoWCz1Mi6o~3d8POjhVPrY+{gT)ymQ^ z$jNBhB?-rwNtQW+w+DO|t%DRlWl%MD9c8?fVGT~5lf(6|S`OMNBJwmClA@Jhz(uXs zv@ea5>sr^+7C2vwe`_9rx7b~|?ROF-aA%*x-+A4b+%j^FY9?bhsueis@lDB{z_u`!=rve6ooCh4m8a;anKn^9 zv+)xLqW;!61ae7NhLmpQy;M!;XGo;G3z`Rj%+veg7O5zKiZkTXqI7RmioGf}M zS$G_HHV(j=(@=_l5vCLf>`TXiTf082*$yKC3g+?{!0iLRiIvzZu)fWYu$fMS5Eo~vYD*wIX z4bv;kax}j$ThD#A^E@alQk@DbdXt*(=%UGZ=hX5^1+&?&u&Gg0^Eu( z_b=A;|L_1}yHI?y#w`GVBDAcGpCaqu;$;iC^Nl^#cB_LUs_hcTx*_mMB?ZrnbtM(W zbN0-f_%@~i)o39doQMzj&f1~b0sC(J0Z4FSD?z)P3@p_d{C+}Tri`Z5hao#5vnrlv zn{b?MVgok020UX4z!nrv%4n)_7!sJXieOV<|MrN0vHPxZCm!o>a|KvgXicLX;{WLY zzn+5occ-`lTU`d8vyHoGWg#S_BVY2F`Hp{+PDii=FrhE_d~SqFx@xbGqrEwQ=sX9j z3DXRt97=oVkkk)LsYqL>h|O}j6`%NS-fKPSTXmGoW*^^Y+GU|}OFiN6biH7DigseD zAJ+rma}OgJk5q8=G*kHavo{)w{QPh6xwyE=!wWZJ;~&K5o2jSs+Pa5r?|_1wc9_#U zfF-r6**ewokh`x{e!d4iy;jM8Lj1A*9AHA~fK(BQeP=TK;z?EQQ|!^!5ca}r@f{qR z>$nR4tUdg90S`B_a3xNPY0zwt4{?)&t7V%dEF`;_5n~(MgHqRRpuXa&-%1P+UWN1L zO*b7$Wg|R(VX9UainPv_n2^sfk84wjgO$znpsIf#IOR zxZ6)~gg8L&jjg(8g_W96Wn@2M_jwutUAwpewb!FuI*ALqPf8cc-RVh=;^gmK^&ZV8WZ#i~JhZUeems|Ap(z0zl|3 zaQDyZm8to_?(7I#^$noAiG77E?O5*5JH!6bFrwbWmBmmxA+>a$dEz*lb@a-)j@PgS z#R1rQ0QPy!$!@rx6!+($vMyti@fMM>TTi}+b$*n(cAb87S;F3^=$~g5H*7dI35jP^ zClSoa0|#bU4MZUjJfk;8plkZRAENxux0<2s%dj8emm5c3Oa8lR#=rYJ>0N06WM_w< zi+5L3Zm_-?6K}f?{QsMdQ?uM99T{%-CmHnd@;sSayQOH`lGn}19bTl|4tF)zF@)VO z9fnRNTtKeg*qO(kTzD;F@jv9uaz@wtD`b_wy(z!EEz99SIfB-Myn#fAp*eE03z0q* zyFRW2A=K+182nQ{l}VAKI(kA}wN+s$w-xgl)5_)}*}^eASNI>7EXTK&Zu2Ff_htL>)3+Woc%Y z|8RPca=_Kk#4gRs1+PGBP-NllFzNaGOgnKAzV&5bBK0cVUcW~#`EMZTf4i`A+kQuI zs2xzgO~Sykr*(*nZJl4n8`XJMf4S}yV0?kF@O|!s87s10O8^u)9t9qk19#a!dy@ZR z`@dv>@%xeT4ajxqG;`wP%!` z*JfkF##QYmb?kUFZ*-1zq$>?PEWs|bO|W#$>b2EL`M54y#3lT<9Yn>C29TLjs{eb#W_;vM)# zO7Rh#a;GB*hbm*z0ze*|WfHY*xT|Du0v=JbT#bospQn&Pv{f(D(6P@`dyi^Lu8 z;Y-NH7cCK_B^E`@s9Ge8G0HvVY6-x>)mv*ig3H4KE6>;B-WVIiE$l*tD8F9rf zq(HHrCBjby_o$xocyTs${Nvo9><(BXGhS}_WR=2VL!$5hx!%%-XMfVBFkSK9@#p-2 zxs=Igv7%$9>UBBaHp&3qS*M|-49U~`I{B+MG zZRYZEWwUX4Z{R^{5Ci27N$u?2eYnirg}`*HF}V+jH+2DaS;MBaiA(!(EW8zQFUwwi z4cTNiBT|uw#E9m@z8UqwHt3zfqVqDc)HQQeQ$M%OGjjtm0Su-(q7!8~9(|mY=Zk&? z^F@bifY2~1`2@V@c<+(<@6l}epSNu|!5kXTI8uai!`HizM1v)?fG+ryc)HuqY=TwV zARfBSb`_6KF@ioV{3nj|Roslf*W`Yy&HX<)4w~wqd2ad%0SXq@UTM;VT7{IAXTf8vPq+gkTt zIg~~jc$$$0@XBtSXf`AfM|`${s&s$vf=Q(dBKEwpop(|!V^hQBVfE!p> z*02p#Qd3w_(DdZz1Y7jvGp8IstDrtd6E|nF{IK|=Uj%n#wMJOJ28waUW16-bN!KYJ z%ts;5TrID)wYV{Iy3yQiN0Kst3Ek3~xcC-M?)92zhkqQ_>^u{GLIb2sgaG0R0?j@C zaD`)6Aig$M0}LMstbbKg{P$Uv7yT2AQL9P z0OH7)$8aaHN|5sJWa}fXT?bVL%&d>4EN>{RR~2Nw*TcLs_uyR8f1b?K=nzeVZo7x` zwA_B`&s@!QXT+DrcP@>l)}dGUo?ZyHvAZ!bkr~l3JNhYAad*;;2#(jwt3x)x9TQXI zSuUIg$WT07oZipN29~29!!Cbg((D}?t~Z}c^?QLdPk$tYQL<&OD3P*!1(t6Jt~~LS zmU7)4h@TKWf03u`98}kN@@Z`LXr~O_PDFM|Sa$V6yK;PBYYU~?RSPLw-JA08*z!l1 z@rvZaUUBjOzZ;pH{Vt_SiZ9@K+FO%ln=b1sf~v9}%N1w!AqNJjpE!{sT0e0LIgW#- z2Ve`7X2698P+R(BpSYf4A57|Ft5TP^Ve&t5A~fSM_P>U+^gkQUKU?5VL{i-PpEX)gnl&-*f%a54;f9`TS zzC{dQON7oQ`K|D)qlap;mC_^{r|neLb{jAnl-*LF9i-wG0&8eT!iLw+j@7TC1T>xp zH`}@6xW2Buy{h@KAdLGlawO8_rQoKbv3%q9`M%L;Y!_p!f41YQA>7=`T`8epJjqaP zl=qqB2Xls*1A+-{fGS^X43LmK?Y(FvWd>X=yJBbg7$nKDyQiezhhyA@D4WJyw+3iO zT3QcFEaGjx>{Y+(J*5bb2``i?pJd4lU=8)IP)LiQY{Ynv!&aQ9 z5x7Ve>^(4k4o+>r&)!D>`?Evizu5jyx61te+xs7WKUY4PoP{O^9lQ+gV^oI(QokTB zV+kAjlM5xNbA4`^n6_HR0bpzKgmCJmXKwMgG}i^ z9Nn1Tie7=y9q^F2+6sEyd=hCYLj)6ufL<04YDJ<5nrbRw%i#Hc-t;84fVGH3+iNRfs(T+Dp4Yo4Sl*VHzlKC9DA}NP+C-EAjRKB3UMXw*L zqj8a!Nw2gDZaydw`(Tm{l#O%7FjZ8T7>>L1f05+;Q}*@85ae?3hadKTdUf>|dM5pc zzvC}ZMFjE)9avL|v4?!u!bbnZVan$_nP8dr@R-yW1YC;j;9+D6c6xtm^JpQIfz>B-Px5 zJnT0Ky`T3Q2M-6g57+3U#)^7K7K5dN;VXp$yRFLE*=o%;%@52XG_vCgh7C2fqdaB9 zwQEs`4%j?X^3X$TVta={}7{9l59%a=|R)*>@9fS4+QPS6awHoKy06j_-(4*dYWKjlv z`G(eHgVpYcEhbBgtG6`q3639E9H1r1XJN=F5LZE}wRk@q^$m6s1KUkET9t+5zy`m0 z&Hav_l>#XIw0rK5Z*7~9Km!=GF%cnP4o;6yg zw6ustaj+BW+RnyeVwa9_PY~KO#(_01A-1+o;^U%a5V9Xc6RVX5kMcWuuf1dqS@vTX z#UW2s0P?5B^!kQ()U9x$i$Y-bDw&k!oawT?cGUL}s$t4Hzeb?0tCg+x*6`uCvPxw` z34q)~T34I3(?b(mhO%iM>B*_qlzOli4l1tp!?*iSvnZjD8~rs0ZG;p&K|_@e0rNu8 zQ3XS6RHP`LpRvqFO*J^d{Tc;cM<#CA38n(9&DH@Od=83!4SzzAQHBdWo#P= zXahCNFbm_bRbcl>jwSJwLY3TVoV{C|vhoA!jBjJ-;cVJ%=bjfY zyem{tOv{v@`XEx&)GLF_-Y5<%m3cueE1Z!76#lwSccs*jcAE*gtGkv{d;=2vi=Ltt zLzxvr&Th7vTNC;#SJu_r=p$4=bIOK1G81)j9xcmHeSzXZs?Ujpd)m+Qk)Wk_h8y4M z-!JLswb^8@rQQsc=QVw0*=m2zo-WtW*E)YT`Jss*V@ddzDrZ7^*)r}xV81;7AZW@< zT_y2*jZX5No~Yq1B8r|7^RJefa*@$~CL`sZcXp^-Qc19rkmk+%N78k}4Ly|z5p5B= zRs^|jK3kc`0j)V_M1JhOx1Lq>I30-|1Z+sW!?+5RGt!FGKXEA_?nJ)y)F3f=czM)F zbJsip+eQ>|tnK~K_sWflg7qrOcL?^njwZ$m?_wm5?n(pW4n^t}YZog1Rjq-wkhm)? zZkBGI?H<#`OSJIW;`p9G=9mi>KH~XXjM9x?jPb3o%)adm{M2+?mDixG1xHt!%l@*{yTsSHZ+~_868V3c`|hx&wzOXm6%-Hw=_N{)E=W;YR0Ko>q<0YMVn76>6C0pZ z0RaW+T}tR3Lhlgi(tB?Sgb+yaZas5m&Ybza`_0^$d!PGs@QT>sM}Z zsJ85}^S8lB92##%P>6ICo{R6Ts1G5Y5p1W4ccba%qN^c4|9xSQT_VDMo(UhlbDdZV z$`EP$&NO0cHTVRJf2ZA6Q4ha(y0{* z%}YwOBg<4B_0m30cad&YtbNGCt4eL?0P660#H&PId4L79e=Uo6j_8hf1fxVo;^SRF zz`8COSPG?2HVoAZwLYj!0oB_(-JIejCgzykp+Tu$6tAPnU^hfqE6Q2|h`A{n{~|5C z@O|PMaqg7Xdnlv4+Je}n4dMl)Y9M*2hno9V!{dGKfH)EAz|7(nzi3ofDMF|hmphTJ zR8n<6MRbpL9R8HU^3Lle0~b=ZByOGPeX$E#oVm%)Uoo6{{_0JLh)5x$Hq)e-2j!=N9V>~_4 zhLl_vG{89P_A63vy|yJgYZGSKLiuotE)U+jNVdqB+MN&7WdEAX)B&v+Z&L@I^D5K( z=11vhCDoX?n4ffZ_dxf0yPH^G#p&VQ@cw#(%|RiTgLG|f7U_@HoJ!-38bE($OqQcq z9TJ_|)eW^sK z*p8tP4tCLuvQXJmI1LWHM*U?)Rz=$@mF9B=cyhR7mKJ#wl59!QzF4T+WN=cMR`jmo zbcvC0dG`a-)IORu$%yC==Q~cRbnY>zoU|^{;G=&6oW9F0{UEs|buivB_x$phCVl3?cJwT9g2K+A&5(BbR?*$ii-P)uy(Qa~hWHlfrT*s& z3X z7t~)#n=lhlgKR@GJQS38?o;5~-D3;S?5ciS>nPvSDB3$XKd%T_WSyTQ!Xa?9?B3Q( zY$Px#U z3eG5gV9gSb4S9hT(g&maRadvn%|A@pJ2yt<63&pA05vBY2;lNk#I+e z`(gs^h=xOkODoCo!Y;vc=<6F$EF1YRqvk&!3#9<(g&m>TGr)OTz()S>j`fM1guSK| z>_Z?9J^&$08bQ!+2w=Zx{we6Ek@BC9ivoc2B|pz!0s%r%$Uhx#Luc`1#7p2BKyUTW zHG2@VsMXr_p=*|Zn8G5!w9AM{BFKx05YiMMmJC#r)>ci06Hv@ zLeF8Z*ao)_N%yN7*of!1(ezVSTgBO}YhELN%IQC@Ra`z)AcF3tXp8)gckx8o`; zrKe^By=efvv{ORh>gOdmSt#Mg;v4>GEWO0>w@4 zX!84;@C66_bs)1-1*CnN0Jmz4VstXta^L(8E;smm$uX3gy1Ph7|u`Vq+S1&;zc zvuQ6~)qCkWyB#faq=1$C{tJelj1UtGvE{*y``M=a{k=Di`4Wz$V{k-_I)JNET}UBN z*Qyf9fj*1^e8~o}_CRNL2B!P3Fh3o&T{)?-uJhqmqV>wqg>Xqz%XHk;jV!=wBP$a+e+IY-tt!s&2uk}Cz4Z(4c0YcOsgZF5 zgYW={pgZrfa0%tELYujTJCO{lYJ@`6lu2=2LJvfyNmj4-`Rj!j8eb8ht1me3p7&nc z^AA`np7fK$LURVH3;?SGk!+<{uYyz+^6y`l4Xt&MqfZ=-i!6F!`Tp|ZS3WHiAH~s$ zrDSG~CBGNJPYtIx0vTw-bU&=&uk_o+6!l&g0+k^YNHeD#GhI9}H%-C6yGr(-4Tt}R z+0XwFYJU%fKR?OdV&kU#Xug6l)}Sw6g{lHyw1lpw2E?}bX{|NOY!EO263C{A_z(JD z+zHG@TweUQd7cXx=t!K8dQEWzlSSf(uv*577aE_B8M0*#XIbMFOz8X#0gRp5d33^B zy+*3?qKHUAueS_s6mNa&p0eP60nGs>^+Hg{fd+VyF9~AH0DI52Jz1_x>6k{wA8_k{ z9P*Z90$)+>q4$*#{F)I{JRIi=OMWpm9}Zy zhdXK9KmsU&oB^=;u_0e z-Nns4ZOFFh!fNVZDDKE8J@lluy{pgQ17Qa~8&%7NOX+2i3gg4JK9m2xgErN7j_NzQ zu(fThsEaj>F};z+Qu|C(!=)#&Du0q_Sktb{afY8cdvdl1L!eczJ4#bWac8sYBqL_TfZ%YS-NqW?PjAeIzd9_4z3G z+vK@iW#~fw#l}$QF`wrS;BgmA;^ps~idV6Ld{J2)c5%#$k%U<0 zS#{1P#x=at6u=aegPwDQK8`R*cD(0k7E@k@6Z%GaoJ^edh>Jm)Y9(*(PAZUSc@b?& zK^2VF-|fF$AR*Qiiec;Fha^BA@hi9zy3q&hA71>uVi1N^8ei0lCja!+R<#jpiw6d! z8kaJCSprNp{KOV_!vxSFSSqkB6u0iL6} zp46Ka{x+*?SgYTJ7_1LOwA^33wO^^~XCQhk()pAhBSw zJQ2uGWYKR4TjLmVK}x`6nD48n+sh$`?>V5Y7X4L^YKs~|^HvmIfW^~K1dFbLPewNw z`mjR4?j||0UIdEP8Sj1ps#wkY`Xpg4=&2tQ9X5noXHIQcvNznw)LcXUi2e>WUSjGT zPK;t32+`^ety}*X6KREQEC^=5zoXp&|{%6o!{t@Icyp zQz}T}l&i$)Dy)30-Bx$CPqcCg4!@E>USk(`o$1ppRf>)V?gCtP$i7P`oVEfMZ1Uoz z-_2C9cZZgAPmm6nu_5zN<~X&*xZA=p-nz7`6cO9p(h_<<;Xej*RlHdPRjCf|=O;{j zW6R8++}NWk+c=onq~GX^8_cRtB?M4SwKN=odMc8PyMw%;{5N9XR#=MM)}6S$C5zBW@v|SRM!(f5tCy9xwn!adNxO=vUmE)8^TBM$58Wr*OZInp05wJe~>(Q zh5y7#vIU9Q@=6@lBgRVU4o`Ummie>=1A2iB&;NscbLjuv@#bF|e^4%nMKGn(mItsa zGDo`#jH>cVI0UVW(qB!NKOiXz3hAU( zpVW<&8I?MUGGHHc-FhKvs5$f1!e$&+z6vT7c}dDAdPWT&j)AQhl%9@TR6$ z=<0Ht*5!y4i-rn#q#wN-T|Z}?4MPp-+Px{1;pNCS!|*se_a#k9p>CB-9Ss>sd2Qnc z8Y(hC#V30He3Gi82rD#UH}ZNS#uj_UV?jZynJJkKXAoJiftj@3*0nJ2I$|7)cbjWp zy+6$I0RE&V!7kA=VRt2|n~Y6%t!XZ}c042v1)t!n7%Qv~e%I>h#__qj{7zg<|D))_ z%zaZbTy`9vP+;@1p^FEg@>BH&x~^aa%5K!nqaXLv>Jt@aa{!KrCU&*)8B|DrQrl-*0r5j=y!n~T!c<)rNZ&xLQ68c3!e z2LGnJ1hnNpRqe0pN5ASKU-yvkxshUXkXg!-I<%|J2Yt27eC9@o7`@xqPDVSzq#1is z-YXW7mDAI1K3Wrd3z7+#_lrD3ysx1&omL#>*XGRI?ON{xj+KnbgM1gw6pGv^`y#rY z-R{Zb1p3OK%Kp2@0{Y8SAs@?w%Hj};;Ig?EvdoQ15a#TZ23N28@OI0Lxo{ljL>K_e z6w~(b(g`(-_3==za)$NYC`<`E4SorG8vogawU(940RTa>J@a_iT)>!YVbyjPisXI_qv+4gI zG7$e#3>gJ`qv-Ey9j`b&2gdU;Mj(jr64u(Vx-|`MQP(3akZ9GF8_^ zJq{6%v%8`PsLtM_DQB>i!^PyHek9K^I zn~mtlA8jrNSbQ(kU~7((^*~^XvV=AhGCXQhqH~6%)?dEpR78_T*0m>#FOXrO_X5_4 zU_MK$p=(fZZs8R46jqVaYaYTmw$#f!Cn+EtzT4Ln?NsnnV~Bwv=Muq#%Y8|Nr^pSA ze2bMKzLW-GDS@p<0OWH;@n`>`4*pHZXIw+s>UZ6qsFYDhC>JhL3{~~EUdVnyLvwXl zrS!GKBCokfhJh|XVYe|@{XCDLP|KcF;|qS&_pL)sx`a+mJ6dxx{=eC!&%nvi0A}Um z({DD*;j#W5T7N2k5ZHy(0zwNJ5L$j|1PyDeVqSoV{++wG4^1q)8khQ|z``H&6B983@FOH1S*#To9chjfNcrAv9JV)o2g(pY%=^CCq>)Nf-u!*0x>j#eS1(jR zbK;hQ4jWf8YUD8|a*WdB#>yi5sYz593}yg>oQ9`60C2}-?9k1E8Zt{ih#<(efO${V zn*7zp>38q5|I^QZNBQ8N?I>TX#_x3WETS{+i!3>wFOs>Y{e@~NX0lM{A~S>42QRLd ziUH-=_|)#Dn;zpq3s!OcBHAwm{HKmM$=uPfRK4AYZM0F}4jB&k-{9G`+SC(o#z;>} z778HzKr=L*K__IEn!hUm1-H3y@COwD`-J63w_eVK`tjCje|IgJjGp@Jcgm zF*K>0n7YfU1#B3>KCAU!{(vUCdD!6-@shKn}zIfLga#w`BtS<-!vFc1JGoaQXi80{|>q`W6YS}fQZf+BmI^%8l5e;u0z0O zsq6lo2dj0HSII&K>#Z3^zYltRzYv>$K|YVBTdZDd@D+ONu;^Ry=~K_N$mSYswqzM& zVUuhM2BZ=mx`Q81@-N(m#rdf%LM+A&G!%RF5;o^lJ|#NZkSH#6_CZ70UutP@yWRp> z44UPT}?7t$G-eRU2m@JN`+1d7qM4hdzB@qfjjfc4ZAi1zn2m$sK2x*r}ItFtE z*_^Mn6?dBKIt60G(*T89FN4h+FU>3-OxKrnABbCzywoJe#+WyF>cKPE`Kmt`|r%yd~s2@H#iz%%E)h+qMI%`c)QBF z+QvZn8+`RwZC%iPmF<)85BYGEA9&LoNLBP4KDl~wbi{o`jsX$CdB35Ta)@HVKS^FU zRsZ7o=GM~3*Lp(irg*HuEudW@e;&-dKwMA%=7e0~c!peQy<401 zT0(h@V^O~xI9`9{5lpBCMa(a>)X4Tz7-rJPU4I&fvESbw4AwVb?^5-LYeyL<^3TpD z3AVQSJk6$zyg1WoW5Zz`SZWK5oTSVr^yafsncp3JAdN9uZC5HQAHK`@=Bb#OthVb7 zONQwb`V0gLJnxWRb@FY9ZWtOi*cmmgLA$4&*Bdo1vcs55ZUVNcN6EgxUQjUxi3DC+ zEqD-lx_`ij(G!5~tGRTEuj@&_Q@?d=+rs6C}7&gnb z{{UU1*`Yb{1Xb@Nunj4PV$kIo5Xu+4X#q5q+C$l^f2a^SCYT@>Iqhwaw?Lf4!}p!T z=UB&Ag%*y;uzEAE1Ky(k%UVed*84t_GOEA1q;RubLo?v=;}&(NHyiA4!soV=eeLB9 zvkYYx5mXaiWlGh9duJ)bzjfoa@55b34o`#nY&;8K!K^!T@BFUV`sRL_ZEu`??(_M| zgQbWYNu&jD2|i$s8mzg?fHw@$CWG~zNfH>oz@TPj?sj(JW1)`7wYc=7ObWP z_Z0}?P60#(*jo7E z8Q^gzP+)UaXfOig#75xaoWFHEvI+09zH%JRdmru<9+%>Pb)+3*|5I^iPhlvz!efF!N zJoJ6hSjVQ^mXPmywfegu<&ztyp|bT=^!obAOc(dAW{y;@hSrX{JLbzdmKij}yiGbb zeo_r*^V(BF@}+RhezkB4&EDUETsA*ql1P5f>bWW5Lz72>iJgaE5TWl#mO#<8_3L?e z4DFhWsjI9!s;WA+Q07Q5;OEa>c9%LdVwdO1GJv&mCQVI1Q=;t|!L&E3hq6%WFq^7? z0QEX^N^vI;sG^*y*6w|}!;8Hhr92J!;T;7T|CIAIB`gg5cpFc`edsaRVoKTJKx*it z4jPboPUx948Fm>J>o!7(VY~KDJ_3-IfXKi8)ldllI)5@$0YqmH(EEUN^G`(Q=fW3O74V=4fP%@&qMbhb6x+ zlv+=iMC_R!Gd~s>ZD}8SJDpzPxRqm&d}KPMhZ%O8Ue6VA26k*icF8`iDSQ0#Ow8MA ze=>P}O7kQ&Jw$-&pPd2!2PpObRjQW+CW-}CCOo~scH|2X0mR`G?w!-Y%v*zn6scaE zZn*)#w`!v^!~r4gsdz9Z1iEPXc@ZV(BHEUPj{#tP#v@+Arj}G#bzKy9i!;;xl7#IJ zHb>XfDjIdgu1VDc7lao5wJ;sy?%E4D1Pk`D*!gyOgUOv`0WT^37@!^VmE~p#QOwht z^Gq5W(_eUL?Nqr9n>ZQ!%oJ8n4b3n$qp%*A+<**0>RLqlc*%CU2FUDLSPo(ANJ~JB zJG3Q$V_4F(U)tPxu|>$nHxxHDm2suAxOzC2!I?kawsvY}TF{hiIVYjr(6iqx+9bK* zCjX_uwXu});C2?`6|Bs{K>oZ2_|B+DlHJghPLPK2Zkvf+TGkVjzq{2QInd zuMne?1!MIhbTXVnh}^g4#BoXvv?)LoR<(%FW`jntsY!5c01b-ysn5kOQ8YR4;0ae zkBfvF$l54cgmJDpTFv8GoKwM_s;t%G>N9txTn<{VK=ie6T3SNExXhtBz z%#D=qfLpKmX(GcIS##dGxOaJO9QBJ7yzmL!O>>f3kZ1|Zvk~^xq;b@xk~rgkb*{{_ zc`0w>q`*WTsg~0dLyl2KLdu*W;Xg)^hP5wh{PE?F(zc(m)h*4hTLw3+ zg3cop!>#@OPC`Nx)%PymrtW{M?zn8HCq83xJYb{5rtva@_WSdION3H+jUq2ZlgU}w z0tGrhC4^NvKF`6&X*PI*V{2Mn_{cN;3cD}Fit2-)WF#N$bK`n=b`g=pPoM#%5gEEN zWUD?!>TDe%G*w-Yw8M4HR9z(DzDQOaMMT%K*Tgq#a=|Q}Jq#49;gMZWw zW95S?87_4ve>#_PN21y5hnqd^t*86n%1!l ztxlR_aO}s=I||FA3&XB)bCp!2ObpKx8ywFh5#P<5NT>1EM_J6YO44m6WU`L-m8i4# zY;Zqe{5BAgDf#r3_0_j|B*!Onn4a;9@C(%HEkqIxoyBoY6l2cUE2A3a*KRN5SMNA0 z_VbKAIVf*=h&;#jMgi2jsi3t`wZp;GW*N!~YkgOKcet=%C%d*H*>_I#WR*GLVj1DJ z(PL|fY#*yYYMe(?Tcd7i-dYj(@!Z?%UeROwlJL;m5eS3VYZ|OYIko%#cD}|%$-XHS z$IS*sAX@wLx+;&gnKuE~@Ft{@%)apWm< zaUQM}y7xF-ojv9#@$xwueB4wdjs!;hIG%6#(U{f^m7^U8`ur5_kOmAS9?OY+4+HZ1 zeHuKitAerG3pR2FQ1m|Z^GY(HS{RkmY>AI*?4s_Ctv6STFWM8NosJ$O<@S`ILr0xx-#n$H~ITPT>{G+)suC=H_So z_RU~E$V3(MtZ$oOc6;L~UK&c*c zRFJJ(3N-cH<@`*4=B6Si>)}jxMp47}%GjONP_>eAXLOwsge1h;?fKx8oa9sFo08(@ z&pM59C{U9NrQfZ4JlGUBk43gRkGN?KssqOW$j4RbxPcX6n?Pp>fbJZ8z`>SgW-l@d z=+*DNnVcR(cxE6tMMZb*)csX3vvL_wuam$wL$ynrRTmY8%Nrl0rJs(~r?~%t950J4 zS=4&R$qSDVJ5OmzQP@#vZ(UG$qRw-~Dz#CPWLLgFm}bnY_JFGNJ_|Q5zO;*tehJjs zO{DkgY)NK@kc#fe-(9dE?xGzrgK^1MPhach5j!2v-#=U2FIDZKLpwn<*?5fQSOEH$ zA@Mp=JMj+c3~uJS+3~Q263x`AY3N+p#PmJP*y^T@F~5Vg5_hg$_v+UzFezSqNxj!! zcTr<>{GChT%TOOJ=_D#l&z6MgjOj%8B^hzy{CeS@c{&y8vQwl7j|k=Usta(M^@R9H zKY?uCQNn6^ytdKi_P(m4eZFEG=j`{%@}cUh#(n7&6lU+0sy@aT6UX2ew?(9qRNIm- zRwP5DA8aAa|q%0qC zcbXH#4>)rN8;#6ISSs%9^^__<|EeRGXW^yGW)<~0gF@q}8L=NsUZk0Jb!d0~r^=pa zf17L;UborR!>cx|)bw6FY2ifC_<*9ec1=o{To4ewhB37$4Z!Si$F^>;JfG&ghV4S= zSbh0OP|juIWa9|Lo^&zn4vI9V#=yYv;n~AEZq>8I8k_-ks})Lv-s9Z*K|;->SvE#& zceRzD>~P0!!wT(d)WmkJ%AyK+EqNb5`&NER%^Kt|X&gW4{(}VA&YAt}Z0PgltE=m+u~y6-`arW`p~z1-iTnvHt4t0A9X&}d z0pQ<}x-i9W&}Aq}3l|4I5e7v2lGodmQ1opNyIaj}I||b1DPQeG@-xJ_;-7K@6YvyV zMB0kptRg%^K4S^ox#PKD2lvd{;Jj#g(b%DpvlgY2?|$-nBGF&5=V45N_$S+goT>P` zBCM4|lzAO~rE`GgG(%R(J2CPgtMTo6UN=B#G~RWVQmn+mpmqiG*-`jn`SZlQK52=r zjoQn8WkJ(Du{+RSOFKqgH@(GwetGxMryJ%LBy#TH-`M&YI{4v41-McJ6L=}v}~iZabHs2v@fx51L% zb<_HdCS$*BTU~TuN((NMS{({%-SL55`2NJR$|tG4sM(jL5&n5sG%IX|N&KAc^VJ)e z4)(G$RDD`6Bh(|$M2+7bS-^g8vIC*k|eY?~LNXVo1~4RDpkd0QKE?2Jjz zMN{yWk{-;p(M+jYB3I_Z>*Z3tOf{;<{BBz1n@wJS((gvupWb`gQ@|7B3;D2OYyY0n z{^Rz9glWmK4`t+Jr#X^Xmb0F)7xc)b%4sqpR%9B0_B<|oJ29tfce$!MdagTR=_qmN z=5pl$gJz4_HcY365Tkg;Vs_Tj!l5dr0_~Hj#kP48bEjm>H}RoSnv9~^omEwdE^B?h zhox&i`PAx&iTL>y{2;E;uOL7bV z98)TS+tiO!hdmJIH-@}I4WbIr{jy_(p&=*OPU6lD7U$(EF;*S}7w#y^XnMgKSJo5# z$Q=O~tX+%>e+>nGts3lH(Uoyva-!_#L&?A3{SDv8Rk~_|$7iJDE?a2|YVc#6vA5HlSPd#N zH<%dr9Xifke)&YE-{FX{u0HYePJ$cNkw8OaiiG^zq`vmpdn9Op4+rha0@D8DnShBI zX+9^Aq=<4-1M>U#z-W_E5W5x!{LSHeUOBy~dnuvesR2A8LrAoa={lGgFv&6}91nA{h`e%w`O^L<<5B7fImbqqurL@Hd=z58%M{JsDuVcC+ zCMLX8$%XD3+V&O&ehV-#kn4wEFAXWD+XsMRWs?64TI}aF;Qx@m+CQWYazzVM8!F=l zHco#S2xm+C%~LCHJv*u5QhGv}Jov%rUI2X+o_m&G%~@WWnGme4FX2tm`OcoQYbqtS z1Ys4y^eqGXYTo$ay~ZoUP0j&MxgUv_i@9n$??zEQziJBz&Ualt30bv4f?sF3@zkD8 z-ky$zaPbi3oEp7Cq(D-7Beheo-kO7vQoJ3Dudwjqe5H;i%DgB!&%L&Gw*%VZ2^c^# z17Zz7RZ~I%)f6}xfRb+iP1pqh?!Wc|5d&xBfQ<4LAVmleQs2@y0rPCpjo&mPXmyGG z0PcVMcb8{C2?h%y28jUw;g=E&Fem>9&+9*1STCFgT&pQ-J&C7)LAp)**A2n{ITPyb zxnEoYAO{AxQ2$@AUro6EVsZ$8*<7H(=2pB9;tCqs3)ecz{OI@f4ICV=4W!dr{?0Tz zXVy!u^+?uh7*ZIo`QGeab|2;QB2v;SF#5CmVe z1C@cQ*n2UxR4KBT*3^xzG5HJ>icN~yaZo0|gKuA+4^SW{tAWYk_#@@P{jqHUm&+}W z?ZLZ6x6pL{V<#2n#i-p-`Nd9sI!7k>LC=mKKfF)R`~OZpLDTX1Yr=Bul(n@nOZRR`8)hHz+&u!o>f zUM#gC4di^_SpwDe;>T?p|BX{3+Obk^r8cG8EAG z$pRYJS~D1Z4QPzNtl9y=lG$_eDZi}HepfJ=J@*F%laSuOkV=?{-9WPiFWf|G5vXMU zV3>}04PCeTn_qf8{U5bWEFy3* zI13a6)-m536fB9&zGI!tSRU%G z1Dn;64zL&jX0AU-0JwP!IZo^dPL}%T%4@iAV6R*%L7h!`wc$Yv{_w=}=d=Ceqtr*L zz8-xe`YPwOEUgnG6wPXhOd}uw7y1cs1D4Z2ADeuzDE4^)dTNi6K4AAq&sK=;u9ti8 z4bklz7?64ESb3oYLS-0Io}?gO=X-BV(h{R*oucCtGd)_J_Q$<-G>KkpB@NkCjj=+2 zH6!N4Q^#8v-(NMJRo3?SV|w1OLCA3>u8LqJ^d4mpoZIi_w5Ub1gfrASb4R=dLFvE# ziTKqQ)c0b<;5(j5{8EwtK4C`ct5d&%CQG}Nohz$-8_fj^fe_-nqhS zin968R0Cc|*(CQUTBymNKhT#S5Q^#uQSbKr^ zz68W~M`%k50f^n*Z|3%C{`B*6?NK>zA?Xs`1tts@-4b;H=QCrD_2&M*HabcRkT*Uz_0Fx&j(oT9kbt-fzpaWzBgfJ*(zK`ZP_ePI2NtEIB66Efexu#%`DOjC*q~dhM zaZ!DpC`NwxOHGc*?9|if^?2pYDM+Q>6^O+uv1XCLbjQ_6GThAv&s$E`_c_w4+#T;~ zVYo;w(`IoNB@CzcsCa;P^4To@~&o-Ii; zvefkHRw&Q``sOQ%7~?r)p&~ok*a_&{HeJ0g+q2ck%&$A*-ENGU;7d(%H z@xt(65L#*jjO8HzjlK7$V<9czyr3f(O9q_($=>_>V;s}b4-z1PITP0wb>P?vWT!@@ zZ+_$@$ANbecVz_Ri05eS0Q8}Jd882*0oyp~Cw#26e_ie!*k5i)Sqf2EQCtp7X+3{P zLfG?5YOJuI7dy2vTsW4p&@Vk^bJH+n;L;=ikW{HL{Z1B@5EmMz{+TJQyS2xJo|711 z2A_W6yYYhSG2^3+$p+*3m9GHyzz3g&-*GMf#OJ@|%=*s)o&J2?SHlzMl&`lS6+&LS zkHM{6K_Knq;AwpTYJ*^FmPxoRftAyX*Ww81m$s`^Y?8iDP|@JW^Rafk-}h=&^Rnh} z-nlLbG5~p#kMlLqg^=_QONEOWzu93mAMq5J&ajEh-J~gD$TD-znKwU6gjP;*Z&YPO zDP(wSr98W#c+7HCFf*%&JesA&h79_K-F{9!yjuyrev9+Hvg?UuggfPfB0Vcvj*D4XL!a<=xZ3Mek{?Uufh}c`}pKvyPr7+Waf9ip^!}sKn z8Py*o1>;WXUT@SH@!Q5{Cmn1NWQUla%Wo>y=5~ccwP#XnNdkd;ePyKZ`u|%!l zNoz-yHrBeeimf2Yz;r7YK}r9dOP8>=w=R3cu#Sm~!$=PrPpWVQF;IlalE|JXDf!im zthOw;2kXHU@%lAJq5fT+{oKIJCnE-*{}E>yhSzO>tJ-?v2JJNt+RCxS=%(AxCC`5& z*DCVLP)6?4?6AG$h1Q(++pkfOPF+jU?QC#k!#gde96rLjX*%y5SjZA&Rq>q-?yR7< z?&fFu`|Is|J6Cq?6>a*obgR*bN}-(83vNotqR<7TMF;gb&C%M2z0cj7>dD?{X3o*U zLFIqsL;)Ib|B9>^^#2j{T0wQ*2^eeMs+)Zy zLMb-;qQunI`+8{xP4_OJ*l$??qzvy(?BddWE1EFLZuj9Y{^{atrXVccehvEaIK(>F zX!99mlH!8sV{kj$Sx}Boc~4Om`&k2Kz&)vm57#6sACtJlu{;Q)!IzgqUj87dPjQcQ zz7Ck@F&vOb;*}N~#2!`*ib-8vi)#*SL7e)uEZh`$Kt9vOGVdC++5m2X(n9?1zt7%O zel#-TzFuZsdjitOt8$RgytiN&$E(={tJTi1gRh&gUyTYzo!#{(bKNrowNP$_i&+59 z-zSn{vd$Fq`RBMculei6U=3kjtsS*8uM4beM|yh|dc9waeJeWNb9bM+p6Mf3E6=e4y99->j5*uLuP>rpPERT$z!?0FjCEy;yLGVl3%hWgr>&RkCOwb zDl->$*t8>G>_9bP%f2%VOLHh7ZLtZ+vvyB{0TBuSxdG%NV=Ce?DS$5Zv=bo~fI4cje$h}t0FMJqqyZ*NCsA`u&JoD86jT_Z zcxPi%pN!u=b^5jGyA=v}E1Sl?=yUI*tq^bplZhKJZ&AVtG<CER(^CUNUQtmI{*_H@$?J(CIH5bwN zg71LOVSixPlrVIMW-kpvrJ!=F3n8%73uVJ*s|=z|$%7v#9dzwReg5PtPX1_H9HBc| zSB!n9ACe^F{%rBuaF)#ZkiHG!0DdonU7?MY8b;LQJz7t~hF%2ArRUFYFR?$9MWtV9{_FLU2wMzJ9uBE0{Bn>GmP`p;Iu@zEz8E-Djl;<^!S9rf*;gt)%EMT)BL0 z^McddmNnVOK|hX+^`XR>Lhk^4!)WsXFaP(HI;^4LKkrfSXF;MrACvy4Bp&}fKK+Zw zWL$f#C)D^th22DmtI(nM6&34==9K(dDtnSB^5neXm#Ip{9MZ4L^dFheb660i7H z++CDQsMOp$pHBzjg(J1j358uj6pDr(2$c^pF(c1qSuvBSz1QG<0SoANP23L>mGR>7 z*yyZ72Shor70j&e`fZ*U!Fl!hiiZ8wh%ht}s2}V|AY?=h5f0c5g zfRDv6w@lxWD+YP{5_w?iS$;-Xk9J&Vku!|kgM|PvG_{{vTI})noid6!eA2UxBhJC{8R8x zxr$;uDWF>*4J0~W6$APM9vi>u26NhvIQ<|&R2^M6Y*l0*tmjy05Nc6mufp-gq?_Ef zw!d%`(^FL$rcCGZp{#P`p+ukBrkecNj4MF5{qr3)j~0Vl3l(RI>`}aL(y5{tS^z%D zYZc?jc>#6MZK2xGJ*5cCcg{VDxXe55?$Yia;r-45e95qDoU z$DoNTuX(K2^+}|b3`#cPOj5lZ7AFJdaxJV6(idk1#-COlQ6BNw?9d&u;AW4H{by^g zNnk2+-dR$riOHE)Z4@QPPh^yVK-MbEc7)}r0K-!Cado(<^XrhSFe6mU@4TP?z$eZB z3p&C-+q{c>A0i{)9(wnW<)=?r^!e0d2JdyEZ24+g1qF4&Ml*{XH49Sr$nBSZzCD;c z&>rp#0PW%B!=HK-(3W~6Ie}8vo=B<$=T6mEW z1Cy=;3#&9>Z7tZJ^ID$CN@Du^I;($ucbC`BV?ZGy@NBJ*Kmo_4-PFcq{_uj)FLSfN SBQJ{i_|F2~{@Lq(O#Cm|EkGFn From a5d0a72a65df033e6f4b32a8f310013e9b40ee93 Mon Sep 17 00:00:00 2001 From: lfreese Date: Fri, 31 Jan 2025 15:11:17 -0800 Subject: [PATCH 02/19] added for loop around the solve_network. New myopic and perfect foresight if statements in the solve_network function to pull the foresight type from a config file. Foresight type option still needs to be added to the repo_data/config/ files, as it is just manually added into the workflow/config currently to avoid init_pypsa_usa.sh reuse. With precommit fixes. --- workflow/scripts/solve_network.py | 50 ++++++++++++++++++++++--------- 1 file changed, 36 insertions(+), 14 deletions(-) diff --git a/workflow/scripts/solve_network.py b/workflow/scripts/solve_network.py index 4dc9b570..f6b1c562 100644 --- a/workflow/scripts/solve_network.py +++ b/workflow/scripts/solve_network.py @@ -165,7 +165,7 @@ def prepare_network( p_nom=1e9, # kW ) - if solve_opts.get("noisy_costs"): + if solve_opts.get("noisy_costs"): ##random noise to costs of generators for t in n.iterate_components(): if "marginal_cost" in t.df: t.df["marginal_cost"] += 1e-2 + 2e-3 * (np.random.random(len(t.df)) - 0.5) @@ -341,7 +341,7 @@ def add_RPS_constraints(n, config): Returns ------- - None + """ def process_reeds_data(filepath, carriers, value_col): @@ -1456,9 +1456,16 @@ def extra_functionality(n, snapshots): def solve_network(n, config, solving, opts="", **kwargs): set_of_options = solving["solver"]["options"] cf_solving = solving["options"] + foresight_opts = snakemake.params.scenario[ + "foresight" + ] # LF_edit #pulling from the foresight addition into the config file, similar formatting to solve_opts - if len(n.investment_periods) > 1: + if ( + len(n.investment_periods) > 1 and foresight_opts == "perfect" + ): # LF_edit #new myopic or perfect foresight addition, if statement to pick which kwargs["multi_investment_periods"] = config["foresight"] == "perfect" + elif len(n.investment_periods) > 1 and foresight_opts == "myopic": + kwargs["multi_investment_periods"] = config["foresight"] == "myopic" kwargs["solver_options"] = solving["solver_options"][set_of_options] if set_of_options else {} kwargs["solver_name"] = solving["solver"]["name"] @@ -1553,17 +1560,32 @@ def solve_network(n, config, solving, opts="", **kwargs): foresight=snakemake.params.foresight, planning_horizons=snakemake.params.planning_horizons, ) - - n = solve_network( - n, - config=snakemake.config, - solving=snakemake.params.solving, - opts=opts, - log_fn=snakemake.log.solver, - ) - n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) - n.export_to_netcdf(snakemake.output[0]) - + if config["foresight"] == "myopic": # LF_edit + for ( + horizon + ) in ( + snakemake.params.planning_horizons + ): # LF_edit #loop through the planning horizions, rather than running through them all + + n = solve_network( + n, + config=snakemake.config, + solving=snakemake.params.solving, + opts=opts, + log_fn=snakemake.log.solver, + ) + n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) + n.export_to_netcdf(snakemake.output[0]) + elif config["foresight"] == "perfect": # LF_edit + n = solve_network( + n, + config=snakemake.config, + solving=snakemake.params.solving, + opts=opts, + log_fn=snakemake.log.solver, + ) + n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) + n.export_to_netcdf(snakemake.output[0]) with open(snakemake.output.config, "w") as file: yaml.dump( n.meta, From 514d497bc761a63f8b63695dc545725741be7dc3 Mon Sep 17 00:00:00 2001 From: lfreese Date: Mon, 3 Feb 2025 12:02:57 -0800 Subject: [PATCH 03/19] fixed errors with pulling the myopic foresight from config file, model running, gives same results as without myopic since we are not pulling from prior timesteps --- workflow/scripts/solve_network.py | 21 +++++++++++++-------- 1 file changed, 13 insertions(+), 8 deletions(-) diff --git a/workflow/scripts/solve_network.py b/workflow/scripts/solve_network.py index f6b1c562..43a62545 100644 --- a/workflow/scripts/solve_network.py +++ b/workflow/scripts/solve_network.py @@ -1456,16 +1456,20 @@ def extra_functionality(n, snapshots): def solve_network(n, config, solving, opts="", **kwargs): set_of_options = solving["solver"]["options"] cf_solving = solving["options"] - foresight_opts = snakemake.params.scenario[ - "foresight" - ] # LF_edit #pulling from the foresight addition into the config file, similar formatting to solve_opts - + foresight = ( + snakemake.params.foresight + ) # LF_edit #pulling from the foresight addition into the config file, similar formatting to solve_opts + logger.info( + f"Pulling foresight option {foresight} from the scenario config file", + ) # logger statements to ensure expected outcomes if ( - len(n.investment_periods) > 1 and foresight_opts == "perfect" + len(n.investment_periods) > 1 and foresight == "perfect" ): # LF_edit #new myopic or perfect foresight addition, if statement to pick which kwargs["multi_investment_periods"] = config["foresight"] == "perfect" - elif len(n.investment_periods) > 1 and foresight_opts == "myopic": + logger.info(f"Using perfect foresight") # logger statements to ensure expected outcomes + elif len(n.investment_periods) > 1 and foresight == "myopic": kwargs["multi_investment_periods"] = config["foresight"] == "myopic" + logger.info(f"Using myopic foresight") # logger statements to ensure expected outcomes kwargs["solver_options"] = solving["solver_options"][set_of_options] if set_of_options else {} kwargs["solver_name"] = solving["solver"]["name"] @@ -1560,7 +1564,7 @@ def solve_network(n, config, solving, opts="", **kwargs): foresight=snakemake.params.foresight, planning_horizons=snakemake.params.planning_horizons, ) - if config["foresight"] == "myopic": # LF_edit + if snakemake.params.foresight == "myopic": # LF_edit for ( horizon ) in ( @@ -1576,7 +1580,8 @@ def solve_network(n, config, solving, opts="", **kwargs): ) n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) n.export_to_netcdf(snakemake.output[0]) - elif config["foresight"] == "perfect": # LF_edit + logger.info(f"Finished solving for {horizon}") # LF_edit #logger statement to ensure expected outcomes + elif snakemake.params.foresight == "perfect": # LF_edit n = solve_network( n, config=snakemake.config, From 5551b59533996f863e11e1231306d509440b47a5 Mon Sep 17 00:00:00 2001 From: lfreese Date: Tue, 4 Feb 2025 15:36:24 -0800 Subject: [PATCH 04/19] moved for loop inside of the solve_network, removed the add_myopic constraint --- workflow/scripts/solve_network.py | 79 ++++++++++++++++++++----------- 1 file changed, 52 insertions(+), 27 deletions(-) diff --git a/workflow/scripts/solve_network.py b/workflow/scripts/solve_network.py index 43a62545..1ea37f6a 100644 --- a/workflow/scripts/solve_network.py +++ b/workflow/scripts/solve_network.py @@ -1404,6 +1404,21 @@ def add_capacity_constraint( raise ValueError(shift) +# def add_myopic_build(n, config): +# """ +# Adds initial p_nom, constraining it to the p_nom_opt from the previous planning horizon + +# Parameters +# ---------- +# n : pypsa.Network +# config : dict +# """ + +# if snakemake.params.foresight == "myopic": # LF_edit based on add_brownfield.py in pypsa-eur +# logger.info(f"testing myopic") +# for i, period in enumerate(n.investment_periods): + + def extra_functionality(n, snapshots): """ Collects supplementary constraints which will be passed to @@ -1490,6 +1505,13 @@ def solve_network(n, config, solving, opts="", **kwargs): # add to network for extra_functionality n.config = config n.opts = opts + # breakpoint() + # for i, planning_horizon in enumerate(n.investment_periods): + # planning_horizons = snakemake.params.planning_horizons + planning_horizon = 2030 + sns_horizon = n.snapshots[n.snapshots.get_level_values(0) == planning_horizon] + # add sns_horizon to kwargs + kwargs["snapshots"] = sns_horizon if rolling_horizon: kwargs["horizon"] = cf_solving.get("horizon", 365) @@ -1513,6 +1535,26 @@ def solve_network(n, config, solving, opts="", **kwargs): if "infeasible" in condition: # n.model.print_infeasibilities() raise RuntimeError("Solving status 'infeasible'") + # i = 1 + if foresight == "myopic": # LF_edit + # if i == 0: + # continue + logger.info(f"Preparing brownfield for {planning_horizon}") + for c in n.iterate_components(["Generator", "StorageUnit", "Link"]): + logger.info(f"Preparing brownfield for the component {c.name}") + attr = "e" if c.name == "Store" else "p" + # remove anything that has a build year + lifetime that is less than the current period ## UNCLEAR IF NEEDED< MAY ALREADY DO THIS AUTOMATICALLY + # for c_idx in c.df.index[c.df.build_year + c.df.lifetime <= period]: + # n.remove(c.name, c_idx) + # copy over asset sizing from previous period + # breakpoint() + c.df[f"{attr}_nom"] = c.df[f"{attr}_nom_opt"] + c.df[f"{attr}_nom_extendable"] = False + for c_idx in c.df.index: # [c.df.build_year + c.df.lifetime <= planning_horizon]: + n.add(c.name, c_idx, **c.df[c_idx]) + logger.info(n.consistency_check()) + print("after change", n.global_constraints) + # break return n @@ -1564,33 +1606,16 @@ def solve_network(n, config, solving, opts="", **kwargs): foresight=snakemake.params.foresight, planning_horizons=snakemake.params.planning_horizons, ) - if snakemake.params.foresight == "myopic": # LF_edit - for ( - horizon - ) in ( - snakemake.params.planning_horizons - ): # LF_edit #loop through the planning horizions, rather than running through them all - - n = solve_network( - n, - config=snakemake.config, - solving=snakemake.params.solving, - opts=opts, - log_fn=snakemake.log.solver, - ) - n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) - n.export_to_netcdf(snakemake.output[0]) - logger.info(f"Finished solving for {horizon}") # LF_edit #logger statement to ensure expected outcomes - elif snakemake.params.foresight == "perfect": # LF_edit - n = solve_network( - n, - config=snakemake.config, - solving=snakemake.params.solving, - opts=opts, - log_fn=snakemake.log.solver, - ) - n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) - n.export_to_netcdf(snakemake.output[0]) + + n = solve_network( + n, + config=snakemake.config, + solving=snakemake.params.solving, + opts=opts, + log_fn=snakemake.log.solver, + ) + n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) + n.export_to_netcdf(snakemake.output[0]) with open(snakemake.output.config, "w") as file: yaml.dump( n.meta, From f251f8197fc6a8e554abcd0c147d000689cc16fe Mon Sep 17 00:00:00 2001 From: lfreese Date: Thu, 6 Feb 2025 14:00:41 -0800 Subject: [PATCH 05/19] first working version, no bugs, runs fully. needs checks to see if output matches expectations. output does combine first year with the existing infrastructure (need to fix). added in the time dependent components. added a limited part of c in the c.iterate_components, to just include what was in the previous timestep. --- workflow/scripts/solve_network.py | 116 +++++++++++++++++------------- 1 file changed, 66 insertions(+), 50 deletions(-) diff --git a/workflow/scripts/solve_network.py b/workflow/scripts/solve_network.py index 1ea37f6a..9e3985a3 100644 --- a/workflow/scripts/solve_network.py +++ b/workflow/scripts/solve_network.py @@ -615,8 +615,10 @@ def add_regional_co2limit(n, sns, config): config["electricity"]["regional_Co2_limits"], index_col=[0], ) + logger.info("Adding regional Co2 Limits.") - regional_co2_lims = regional_co2_lims[regional_co2_lims.planning_horizon.isin(snakemake.params.planning_horizons)] + # Filter the regional_co2_lims DataFrame based on the planning horizons present in the snapshots + regional_co2_lims = regional_co2_lims[regional_co2_lims.planning_horizon.isin(sns.get_level_values(0))] weightings = n.snapshot_weightings.loc[n.snapshots] for idx, emmission_lim in regional_co2_lims.iterrows(): @@ -1505,56 +1507,70 @@ def solve_network(n, config, solving, opts="", **kwargs): # add to network for extra_functionality n.config = config n.opts = opts - # breakpoint() - # for i, planning_horizon in enumerate(n.investment_periods): - # planning_horizons = snakemake.params.planning_horizons - planning_horizon = 2030 - sns_horizon = n.snapshots[n.snapshots.get_level_values(0) == planning_horizon] - # add sns_horizon to kwargs - kwargs["snapshots"] = sns_horizon - - if rolling_horizon: - kwargs["horizon"] = cf_solving.get("horizon", 365) - kwargs["overlap"] = cf_solving.get("overlap", 0) - n.optimize.optimize_with_rolling_horizon(**kwargs) - status, condition = "", "" - elif skip_iterations: - status, condition = n.optimize(**kwargs) - else: - kwargs["track_iterations"] = (cf_solving.get("track_iterations", False),) - kwargs["min_iterations"] = (cf_solving.get("min_iterations", 4),) - kwargs["max_iterations"] = (cf_solving.get("max_iterations", 6),) - status, condition = n.optimize.optimize_transmission_expansion_iteratively( - **kwargs, - ) - if status != "ok" and not rolling_horizon: - logger.warning( - f"Solving status '{status}' with termination condition '{condition}'", - ) - if "infeasible" in condition: - # n.model.print_infeasibilities() - raise RuntimeError("Solving status 'infeasible'") - # i = 1 - if foresight == "myopic": # LF_edit - # if i == 0: - # continue - logger.info(f"Preparing brownfield for {planning_horizon}") - for c in n.iterate_components(["Generator", "StorageUnit", "Link"]): - logger.info(f"Preparing brownfield for the component {c.name}") - attr = "e" if c.name == "Store" else "p" - # remove anything that has a build year + lifetime that is less than the current period ## UNCLEAR IF NEEDED< MAY ALREADY DO THIS AUTOMATICALLY - # for c_idx in c.df.index[c.df.build_year + c.df.lifetime <= period]: - # n.remove(c.name, c_idx) - # copy over asset sizing from previous period - # breakpoint() - c.df[f"{attr}_nom"] = c.df[f"{attr}_nom_opt"] - c.df[f"{attr}_nom_extendable"] = False - for c_idx in c.df.index: # [c.df.build_year + c.df.lifetime <= planning_horizon]: - n.add(c.name, c_idx, **c.df[c_idx]) - logger.info(n.consistency_check()) - print("after change", n.global_constraints) - # break + for i, planning_horizon in enumerate(n.investment_periods): + # planning_horizons = snakemake.params.planning_horizons + sns_horizon = n.snapshots[n.snapshots.get_level_values(0) == planning_horizon] + # add sns_horizon to kwargs + kwargs["snapshots"] = sns_horizon + + # electric transmission grid set optimised capacities of previous as minimum + n.lines.s_nom_min = n.lines.s_nom_opt + dc_i = n.links[n.links.carrier == "DC"].index + n.links.loc[dc_i, "p_nom_min"] = n.links.loc[dc_i, "p_nom_opt"] + + if rolling_horizon: + kwargs["horizon"] = cf_solving.get("horizon", 365) + kwargs["overlap"] = cf_solving.get("overlap", 0) + n.optimize.optimize_with_rolling_horizon(**kwargs) + status, condition = "", "" + elif skip_iterations: + status, condition = n.optimize(**kwargs) + else: + kwargs["track_iterations"] = (cf_solving.get("track_iterations", False),) + kwargs["min_iterations"] = (cf_solving.get("min_iterations", 4),) + kwargs["max_iterations"] = (cf_solving.get("max_iterations", 6),) + status, condition = n.optimize.optimize_transmission_expansion_iteratively( + **kwargs, + ) + + if status != "ok" and not rolling_horizon: + logger.warning( + f"Solving status '{status}' with termination condition '{condition}'", + ) + if "infeasible" in condition: + # n.model.print_infeasibilities() + raise RuntimeError("Solving status 'infeasible'") + if foresight == "myopic": # LF_edit + if i == 0: + continue + logger.info(f"Preparing brownfield for {planning_horizon}") + + for c in n.iterate_components(["Generator", "StorageUnit", "Link"]): + nm = c.name + c_lim = c.df.loc[c.df["build_year"] == planning_horizon] + logger.info(f"Preparing brownfield for the component {nm}") + attr = "e" if nm == "Store" else "p" + # copy over asset sizing from previous period + c_lim[f"{attr}_nom"] = c_lim[f"{attr}_nom_opt"] + c_lim[f"{attr}_nom_extendable"] = False + df = c_lim.copy() + print(n.generators.p_nom_opt - n.generators.p_nom) + + # breakpoint() + for c_idx in c_lim.index: # [c.df.build_year + c.df.lifetime <= planning_horizon]: + n.remove(nm, c_idx) ####NEED TO LIMIT THE C TO THOSE IN THE TIME FRAME####### + n.import_components_from_dataframe(df, nm) + logger.info(n.consistency_check()) + + # copy time-dependent + selection = n.component_attrs[nm].type.str.contains( + "series", + ) & n.component_attrs[ + nm + ].status.str.contains("Input") + for tattr in n.component_attrs[nm].index[selection]: + n.import_series_from_dataframe(c.pnl[tattr], nm, tattr) return n From 2f96245c23dbe5d4d6a65e37eafb23d71034fd94 Mon Sep 17 00:00:00 2001 From: lfreese Date: Thu, 6 Feb 2025 14:20:19 -0800 Subject: [PATCH 06/19] fixed the limited c.df to be for build years below the investment horizon, previously was years equal to the investment horizon --- workflow/scripts/solve_network.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/workflow/scripts/solve_network.py b/workflow/scripts/solve_network.py index 9e3985a3..49e5c304 100644 --- a/workflow/scripts/solve_network.py +++ b/workflow/scripts/solve_network.py @@ -1548,8 +1548,10 @@ def solve_network(n, config, solving, opts="", **kwargs): for c in n.iterate_components(["Generator", "StorageUnit", "Link"]): nm = c.name - c_lim = c.df.loc[c.df["build_year"] == planning_horizon] + # limit our components that we remove/modify to those prior to this time horizon + c_lim = c.df.loc[c.df["build_year"] < planning_horizon] logger.info(f"Preparing brownfield for the component {nm}") + # attribute selection for naming convention attr = "e" if nm == "Store" else "p" # copy over asset sizing from previous period c_lim[f"{attr}_nom"] = c_lim[f"{attr}_nom_opt"] @@ -1557,7 +1559,6 @@ def solve_network(n, config, solving, opts="", **kwargs): df = c_lim.copy() print(n.generators.p_nom_opt - n.generators.p_nom) - # breakpoint() for c_idx in c_lim.index: # [c.df.build_year + c.df.lifetime <= planning_horizon]: n.remove(nm, c_idx) ####NEED TO LIMIT THE C TO THOSE IN THE TIME FRAME####### n.import_components_from_dataframe(df, nm) From 1ec5f0457a6d196355511216dcadcf415aa1dfa7 Mon Sep 17 00:00:00 2001 From: lfreese Date: Thu, 20 Feb 2025 09:12:58 -0800 Subject: [PATCH 07/19] made it so that the links are properly removed, since their build year is 0 --- workflow/scripts/solve_network.py | 52 ++++++++++++++----------------- 1 file changed, 23 insertions(+), 29 deletions(-) diff --git a/workflow/scripts/solve_network.py b/workflow/scripts/solve_network.py index 49e5c304..70fd0c6b 100644 --- a/workflow/scripts/solve_network.py +++ b/workflow/scripts/solve_network.py @@ -53,6 +53,7 @@ def get_region_buses(n, region_list): | n.buses.reeds_state.isin(region_list) | n.buses.interconnect.str.lower().isin(region_list) | n.buses.nerc_reg.isin(region_list) + # | n.buses.reeds_state.isin(region_list) | (1 if "all" in region_list else 0) ) ] @@ -617,10 +618,11 @@ def add_regional_co2limit(n, sns, config): ) logger.info("Adding regional Co2 Limits.") + # Filter the regional_co2_lims DataFrame based on the planning horizons present in the snapshots regional_co2_lims = regional_co2_lims[regional_co2_lims.planning_horizon.isin(sns.get_level_values(0))] weightings = n.snapshot_weightings.loc[n.snapshots] - + # breakpoint() for idx, emmission_lim in regional_co2_lims.iterrows(): region_list = [region.strip() for region in emmission_lim.regions.split(",")] region_buses = get_region_buses(n, region_list) @@ -1406,21 +1408,6 @@ def add_capacity_constraint( raise ValueError(shift) -# def add_myopic_build(n, config): -# """ -# Adds initial p_nom, constraining it to the p_nom_opt from the previous planning horizon - -# Parameters -# ---------- -# n : pypsa.Network -# config : dict -# """ - -# if snakemake.params.foresight == "myopic": # LF_edit based on add_brownfield.py in pypsa-eur -# logger.info(f"testing myopic") -# for i, period in enumerate(n.investment_periods): - - def extra_functionality(n, snapshots): """ Collects supplementary constraints which will be passed to @@ -1514,11 +1501,6 @@ def solve_network(n, config, solving, opts="", **kwargs): # add sns_horizon to kwargs kwargs["snapshots"] = sns_horizon - # electric transmission grid set optimised capacities of previous as minimum - n.lines.s_nom_min = n.lines.s_nom_opt - dc_i = n.links[n.links.carrier == "DC"].index - n.links.loc[dc_i, "p_nom_min"] = n.links.loc[dc_i, "p_nom_opt"] - if rolling_horizon: kwargs["horizon"] = cf_solving.get("horizon", 365) kwargs["overlap"] = cf_solving.get("overlap", 0) @@ -1541,26 +1523,37 @@ def solve_network(n, config, solving, opts="", **kwargs): if "infeasible" in condition: # n.model.print_infeasibilities() raise RuntimeError("Solving status 'infeasible'") + + # breakpoint() if foresight == "myopic": # LF_edit - if i == 0: + if i == len(n.investment_periods) - 1: + logger.info(f"Final time horizon {planning_horizon}") continue - logger.info(f"Preparing brownfield for {planning_horizon}") + logger.info(f"Preparing brownfield from {planning_horizon}") + + # electric transmission grid set optimised capacities of previous as minimum + n.lines.s_nom_min = n.lines.s_nom_opt # for lines + dc_i = n.links[n.links.carrier == "DC"].index + n.links.loc[dc_i, "p_nom_min"] = n.links.loc[dc_i, "p_nom_opt"] # for links - for c in n.iterate_components(["Generator", "StorageUnit", "Link"]): + for c in n.iterate_components(["Link", "Generator", "StorageUnit"]): nm = c.name + # breakpoint() # limit our components that we remove/modify to those prior to this time horizon - c_lim = c.df.loc[c.df["build_year"] < planning_horizon] + c_lim = c.df.loc[(c.df["build_year"] > 0) | (c.df["build_year"] < planning_horizon)] logger.info(f"Preparing brownfield for the component {nm}") # attribute selection for naming convention - attr = "e" if nm == "Store" else "p" + attr = "p" # copy over asset sizing from previous period c_lim[f"{attr}_nom"] = c_lim[f"{attr}_nom_opt"] c_lim[f"{attr}_nom_extendable"] = False df = c_lim.copy() - print(n.generators.p_nom_opt - n.generators.p_nom) + # if i > 0: + # breakpoint() - for c_idx in c_lim.index: # [c.df.build_year + c.df.lifetime <= planning_horizon]: - n.remove(nm, c_idx) ####NEED TO LIMIT THE C TO THOSE IN THE TIME FRAME####### + # breakpoint() + for c_idx in c_lim.index: + n.remove(nm, c_idx) n.import_components_from_dataframe(df, nm) logger.info(n.consistency_check()) @@ -1573,6 +1566,7 @@ def solve_network(n, config, solving, opts="", **kwargs): for tattr in n.component_attrs[nm].index[selection]: n.import_series_from_dataframe(c.pnl[tattr], nm, tattr) + # breakpoint() return n From 99d1924ac4775fab9629210e07e2a108106bc06b Mon Sep 17 00:00:00 2001 From: lfreese Date: Thu, 20 Feb 2025 11:03:16 -0800 Subject: [PATCH 08/19] first successful version to have results for all decades, needs first level checks but is giving reasonable results for myopic output. Key change was creating a deep copy of the c.pnl and adding all rather than just input time variables back in after removal --- workflow/scripts/solve_network.py | 26 +++++++++++++------------- 1 file changed, 13 insertions(+), 13 deletions(-) diff --git a/workflow/scripts/solve_network.py b/workflow/scripts/solve_network.py index 70fd0c6b..4c6d456a 100644 --- a/workflow/scripts/solve_network.py +++ b/workflow/scripts/solve_network.py @@ -23,6 +23,7 @@ based on the rule :mod:`solve_network`. """ +import copy import logging import re from typing import Optional @@ -622,7 +623,7 @@ def add_regional_co2limit(n, sns, config): # Filter the regional_co2_lims DataFrame based on the planning horizons present in the snapshots regional_co2_lims = regional_co2_lims[regional_co2_lims.planning_horizon.isin(sns.get_level_values(0))] weightings = n.snapshot_weightings.loc[n.snapshots] - # breakpoint() + for idx, emmission_lim in regional_co2_lims.iterrows(): region_list = [region.strip() for region in emmission_lim.regions.split(",")] region_buses = get_region_buses(n, region_list) @@ -1524,7 +1525,6 @@ def solve_network(n, config, solving, opts="", **kwargs): # n.model.print_infeasibilities() raise RuntimeError("Solving status 'infeasible'") - # breakpoint() if foresight == "myopic": # LF_edit if i == len(n.investment_periods) - 1: logger.info(f"Final time horizon {planning_horizon}") @@ -1538,9 +1538,9 @@ def solve_network(n, config, solving, opts="", **kwargs): for c in n.iterate_components(["Link", "Generator", "StorageUnit"]): nm = c.name - # breakpoint() + # limit our components that we remove/modify to those prior to this time horizon - c_lim = c.df.loc[(c.df["build_year"] > 0) | (c.df["build_year"] < planning_horizon)] + c_lim = c.df.loc[(c.df["build_year"] >= 0) & (c.df["build_year"] < planning_horizon)] logger.info(f"Preparing brownfield for the component {nm}") # attribute selection for naming convention attr = "p" @@ -1548,25 +1548,25 @@ def solve_network(n, config, solving, opts="", **kwargs): c_lim[f"{attr}_nom"] = c_lim[f"{attr}_nom_opt"] c_lim[f"{attr}_nom_extendable"] = False df = c_lim.copy() - # if i > 0: - # breakpoint() + time_df = copy.deepcopy(c.pnl) - # breakpoint() for c_idx in c_lim.index: n.remove(nm, c_idx) - n.import_components_from_dataframe(df, nm) + + n.add(nm, df.index, **df) logger.info(n.consistency_check()) # copy time-dependent selection = n.component_attrs[nm].type.str.contains( "series", - ) & n.component_attrs[ - nm - ].status.str.contains("Input") + ) + # ) & n.component_attrs[ + # nm + # ].status.str.contains("Input") + for tattr in n.component_attrs[nm].index[selection]: - n.import_series_from_dataframe(c.pnl[tattr], nm, tattr) + n.import_series_from_dataframe(time_df[tattr], nm, tattr) - # breakpoint() return n From 054de3ffe6962cb296ab4dde44f8aca4a7354ea4 Mon Sep 17 00:00:00 2001 From: lfreese Date: Fri, 21 Feb 2025 13:59:04 -0800 Subject: [PATCH 09/19] fixed the loop to be inclusive for c_lim rather than less than the planning horizon --- workflow/scripts/solve_network.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/workflow/scripts/solve_network.py b/workflow/scripts/solve_network.py index 4c6d456a..e0c6899d 100644 --- a/workflow/scripts/solve_network.py +++ b/workflow/scripts/solve_network.py @@ -1463,13 +1463,13 @@ def solve_network(n, config, solving, opts="", **kwargs): cf_solving = solving["options"] foresight = ( snakemake.params.foresight - ) # LF_edit #pulling from the foresight addition into the config file, similar formatting to solve_opts + ) # pulling from the foresight addition into the config file, similar formatting to solve_opts logger.info( f"Pulling foresight option {foresight} from the scenario config file", ) # logger statements to ensure expected outcomes if ( len(n.investment_periods) > 1 and foresight == "perfect" - ): # LF_edit #new myopic or perfect foresight addition, if statement to pick which + ): # new myopic or perfect foresight addition, if statement to pick which kwargs["multi_investment_periods"] = config["foresight"] == "perfect" logger.info(f"Using perfect foresight") # logger statements to ensure expected outcomes elif len(n.investment_periods) > 1 and foresight == "myopic": @@ -1525,7 +1525,7 @@ def solve_network(n, config, solving, opts="", **kwargs): # n.model.print_infeasibilities() raise RuntimeError("Solving status 'infeasible'") - if foresight == "myopic": # LF_edit + if foresight == "myopic": if i == len(n.investment_periods) - 1: logger.info(f"Final time horizon {planning_horizon}") continue @@ -1536,18 +1536,18 @@ def solve_network(n, config, solving, opts="", **kwargs): dc_i = n.links[n.links.carrier == "DC"].index n.links.loc[dc_i, "p_nom_min"] = n.links.loc[dc_i, "p_nom_opt"] # for links - for c in n.iterate_components(["Link", "Generator", "StorageUnit"]): + for c in n.iterate_components(["Generator", "Link", "StorageUnit"]): nm = c.name # limit our components that we remove/modify to those prior to this time horizon - c_lim = c.df.loc[(c.df["build_year"] >= 0) & (c.df["build_year"] < planning_horizon)] + c_lim = c.df.loc[(c.df["build_year"] >= 0) & (c.df["build_year"] <= planning_horizon)] logger.info(f"Preparing brownfield for the component {nm}") # attribute selection for naming convention attr = "p" # copy over asset sizing from previous period c_lim[f"{attr}_nom"] = c_lim[f"{attr}_nom_opt"] c_lim[f"{attr}_nom_extendable"] = False - df = c_lim.copy() + df = copy.deepcopy(c_lim) time_df = copy.deepcopy(c.pnl) for c_idx in c_lim.index: From 782419c03f0f0e057d9e92959c981951101678aa Mon Sep 17 00:00:00 2001 From: lfreese Date: Fri, 21 Feb 2025 14:28:42 -0800 Subject: [PATCH 10/19] updated the configtables documentation --- docs/source/configtables/scenario.csv | 2 +- workflow/scripts/solve_network.py | 1 - 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/docs/source/configtables/scenario.csv b/docs/source/configtables/scenario.csv index 80933a9f..66124fed 100644 --- a/docs/source/configtables/scenario.csv +++ b/docs/source/configtables/scenario.csv @@ -1,3 +1,3 @@ ,Unit,Values,Description planning_horizons,int,"(2018-2023, 2030, 2040, 2050)","Specifies the year of demand data to use. Historical values will use EIA930 data, Future years will use NREL EFS data. Specify multiple planning horizons to build a multi-horizon model." -foresight,str,perfect,Specifies foresight option for multi-horizon optimization. Currently only perfect foresight is supported. Myopic foresight will be added in the future. +foresight,str,"One of {'perfect','myopic’}",Specifies foresight option for multi-horizon optimization. diff --git a/workflow/scripts/solve_network.py b/workflow/scripts/solve_network.py index e0c6899d..fa3e5692 100644 --- a/workflow/scripts/solve_network.py +++ b/workflow/scripts/solve_network.py @@ -54,7 +54,6 @@ def get_region_buses(n, region_list): | n.buses.reeds_state.isin(region_list) | n.buses.interconnect.str.lower().isin(region_list) | n.buses.nerc_reg.isin(region_list) - # | n.buses.reeds_state.isin(region_list) | (1 if "all" in region_list else 0) ) ] From 6b0b5dd1f7afce85cc04094c4014417be061da4d Mon Sep 17 00:00:00 2001 From: ktehranchi Date: Thu, 27 Feb 2025 14:11:40 -0500 Subject: [PATCH 11/19] Fix clim, other fix for perf foresight. --- workflow/scripts/solve_network.py | 165 +++++++++++++++--------------- 1 file changed, 84 insertions(+), 81 deletions(-) diff --git a/workflow/scripts/solve_network.py b/workflow/scripts/solve_network.py index fa3e5692..83417e6c 100644 --- a/workflow/scripts/solve_network.py +++ b/workflow/scripts/solve_network.py @@ -1457,23 +1457,40 @@ def extra_functionality(n, snapshots): add_land_use_constraints(n) +def run_optimize(n, rolling_horizon, skip_iterations, cf_solving, **kwargs): + """Initiate the correct type of pypsa.optimize function.""" + if rolling_horizon: + kwargs["horizon"] = cf_solving.get("horizon", 365) + kwargs["overlap"] = cf_solving.get("overlap", 0) + n.optimize.optimize_with_rolling_horizon(**kwargs) + status, condition = "", "" + elif skip_iterations: + status, condition = n.optimize(**kwargs) + else: + kwargs["track_iterations"] = (cf_solving.get("track_iterations", False),) + kwargs["min_iterations"] = (cf_solving.get("min_iterations", 4),) + kwargs["max_iterations"] = (cf_solving.get("max_iterations", 6),) + status, condition = n.optimize.optimize_transmission_expansion_iteratively( + **kwargs, + ) + + if status != "ok" and not rolling_horizon: + logger.warning( + f"Solving status '{status}' with termination condition '{condition}'", + ) + if "infeasible" in condition: + # n.model.print_infeasibilities() + raise RuntimeError("Solving status 'infeasible'") + + def solve_network(n, config, solving, opts="", **kwargs): set_of_options = solving["solver"]["options"] cf_solving = solving["options"] - foresight = ( - snakemake.params.foresight - ) # pulling from the foresight addition into the config file, similar formatting to solve_opts - logger.info( - f"Pulling foresight option {foresight} from the scenario config file", - ) # logger statements to ensure expected outcomes - if ( - len(n.investment_periods) > 1 and foresight == "perfect" - ): # new myopic or perfect foresight addition, if statement to pick which - kwargs["multi_investment_periods"] = config["foresight"] == "perfect" - logger.info(f"Using perfect foresight") # logger statements to ensure expected outcomes - elif len(n.investment_periods) > 1 and foresight == "myopic": - kwargs["multi_investment_periods"] = config["foresight"] == "myopic" - logger.info(f"Using myopic foresight") # logger statements to ensure expected outcomes + + foresight = snakemake.params.foresight + if len(n.investment_periods) > 1: + kwargs["multi_investment_periods"] = config["foresight"] == foresight + logger.info(f"Using {foresight} foresight") kwargs["solver_options"] = solving["solver_options"][set_of_options] if set_of_options else {} kwargs["solver_name"] = solving["solver"]["name"] @@ -1495,76 +1512,62 @@ def solve_network(n, config, solving, opts="", **kwargs): n.config = config n.opts = opts - for i, planning_horizon in enumerate(n.investment_periods): - # planning_horizons = snakemake.params.planning_horizons - sns_horizon = n.snapshots[n.snapshots.get_level_values(0) == planning_horizon] - # add sns_horizon to kwargs - kwargs["snapshots"] = sns_horizon - - if rolling_horizon: - kwargs["horizon"] = cf_solving.get("horizon", 365) - kwargs["overlap"] = cf_solving.get("overlap", 0) - n.optimize.optimize_with_rolling_horizon(**kwargs) - status, condition = "", "" - elif skip_iterations: - status, condition = n.optimize(**kwargs) - else: - kwargs["track_iterations"] = (cf_solving.get("track_iterations", False),) - kwargs["min_iterations"] = (cf_solving.get("min_iterations", 4),) - kwargs["max_iterations"] = (cf_solving.get("max_iterations", 6),) - status, condition = n.optimize.optimize_transmission_expansion_iteratively( - **kwargs, - ) + match foresight: + case "perfect": + run_optimize(n, rolling_horizon, skip_iterations, cf_solving, **kwargs) + case "myopic": + for i, planning_horizon in enumerate(n.investment_periods): + # planning_horizons = snakemake.params.planning_horizons + sns_horizon = n.snapshots[n.snapshots.get_level_values(0) == planning_horizon] - if status != "ok" and not rolling_horizon: - logger.warning( - f"Solving status '{status}' with termination condition '{condition}'", - ) - if "infeasible" in condition: - # n.model.print_infeasibilities() - raise RuntimeError("Solving status 'infeasible'") + # add sns_horizon to kwarg + kwargs["snapshots"] = sns_horizon - if foresight == "myopic": - if i == len(n.investment_periods) - 1: - logger.info(f"Final time horizon {planning_horizon}") - continue - logger.info(f"Preparing brownfield from {planning_horizon}") - - # electric transmission grid set optimised capacities of previous as minimum - n.lines.s_nom_min = n.lines.s_nom_opt # for lines - dc_i = n.links[n.links.carrier == "DC"].index - n.links.loc[dc_i, "p_nom_min"] = n.links.loc[dc_i, "p_nom_opt"] # for links - - for c in n.iterate_components(["Generator", "Link", "StorageUnit"]): - nm = c.name - - # limit our components that we remove/modify to those prior to this time horizon - c_lim = c.df.loc[(c.df["build_year"] >= 0) & (c.df["build_year"] <= planning_horizon)] - logger.info(f"Preparing brownfield for the component {nm}") - # attribute selection for naming convention - attr = "p" - # copy over asset sizing from previous period - c_lim[f"{attr}_nom"] = c_lim[f"{attr}_nom_opt"] - c_lim[f"{attr}_nom_extendable"] = False - df = copy.deepcopy(c_lim) - time_df = copy.deepcopy(c.pnl) - - for c_idx in c_lim.index: - n.remove(nm, c_idx) - - n.add(nm, df.index, **df) - logger.info(n.consistency_check()) - - # copy time-dependent - selection = n.component_attrs[nm].type.str.contains( - "series", - ) - # ) & n.component_attrs[ - # nm - # ].status.str.contains("Input") + run_optimize(n, rolling_horizon, skip_iterations, cf_solving, **kwargs) - for tattr in n.component_attrs[nm].index[selection]: - n.import_series_from_dataframe(time_df[tattr], nm, tattr) + if i == len(n.investment_periods) - 1: + logger.info(f"Final time horizon {planning_horizon}") + continue + logger.info(f"Preparing brownfield from {planning_horizon}") + + # electric transmission grid set optimised capacities of previous as minimum + n.lines.s_nom_min = n.lines.s_nom_opt # for lines + dc_i = n.links[n.links.carrier == "DC"].index + n.links.loc[dc_i, "p_nom_min"] = n.links.loc[dc_i, "p_nom_opt"] # for links + + for c in n.iterate_components(["Generator", "Link", "StorageUnit"]): + nm = c.name + # limit our components that we remove/modify to those prior to this time horizon + c_lim = c.df.loc[n.get_active_assets(nm, planning_horizon)] + + logger.info(f"Preparing brownfield for the component {nm}") + # attribute selection for naming convention + attr = "p" + # copy over asset sizing from previous period + c_lim[f"{attr}_nom"] = c_lim[f"{attr}_nom_opt"] + c_lim[f"{attr}_nom_extendable"] = False + df = copy.deepcopy(c_lim) + time_df = copy.deepcopy(c.pnl) + + for c_idx in c_lim.index: + n.remove(nm, c_idx) + + for df_idx in df.index: + n.add(nm, df_idx, **df.loc[df_idx]) + logger.info(n.consistency_check()) + + # copy time-dependent + selection = n.component_attrs[nm].type.str.contains( + "series", + ) + # ) & n.component_attrs[ + # nm + # ].status.str.contains("Input") + + for tattr in n.component_attrs[nm].index[selection]: + n.import_series_from_dataframe(time_df[tattr], nm, tattr) + case _: + raise ValueError(f"Invalid foresight option: '{foresight}'. Must be 'perfect' or 'myopic'.") return n From 105b07afbd5f3d1e40dfdea16fc07784b5e257fd Mon Sep 17 00:00:00 2001 From: Jones Date: Thu, 27 Feb 2025 16:00:49 -0500 Subject: [PATCH 12/19] RPS updates --- workflow/scripts/solve_network.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/workflow/scripts/solve_network.py b/workflow/scripts/solve_network.py index fa3e5692..439c0ccb 100644 --- a/workflow/scripts/solve_network.py +++ b/workflow/scripts/solve_network.py @@ -325,7 +325,7 @@ def add_technology_capacity_target_constraints(n, config): ) -def add_RPS_constraints(n, config): +def add_RPS_constraints(n, sns, config): """ Add Renewable Portfolio Standards (RPS) constraints to the network. @@ -402,7 +402,7 @@ def process_reeds_data(filepath, carriers, value_col): portfolio_standards = pd.concat([portfolio_standards, rps_reeds, ces_reeds]) portfolio_standards = portfolio_standards[ (portfolio_standards.pct > 0.0) - & (portfolio_standards.planning_horizon.isin(snakemake.params.planning_horizons)) + & (portfolio_standards.planning_horizon.isin(sns.get_level_values(0))) & (portfolio_standards.region.isin(n.buses.reeds_state.unique())) ] @@ -1420,7 +1420,7 @@ def extra_functionality(n, snapshots): opts = n.opts config = n.config if "RPS" in opts and n.generators.p_nom_extendable.any(): - add_RPS_constraints(n, config) + add_RPS_constraints(n, snapshots, config) if "REM" in opts and n.generators.p_nom_extendable.any(): add_regional_co2limit(n, snapshots, config) if "BAU" in opts and n.generators.p_nom_extendable.any(): @@ -1552,7 +1552,7 @@ def solve_network(n, config, solving, opts="", **kwargs): for c_idx in c_lim.index: n.remove(nm, c_idx) - n.add(nm, df.index, **df) + n.madd(nm, df.index, **df) logger.info(n.consistency_check()) # copy time-dependent From c4ee546cc385518bd4024668c41c0c41a74bd51f Mon Sep 17 00:00:00 2001 From: lfreese Date: Fri, 28 Feb 2025 11:23:28 -0800 Subject: [PATCH 13/19] fixed the retirement issue for one time horizon --- workflow/scripts/solve_network.py | 9 +++------ 1 file changed, 3 insertions(+), 6 deletions(-) diff --git a/workflow/scripts/solve_network.py b/workflow/scripts/solve_network.py index 83417e6c..4787d0d2 100644 --- a/workflow/scripts/solve_network.py +++ b/workflow/scripts/solve_network.py @@ -1488,9 +1488,9 @@ def solve_network(n, config, solving, opts="", **kwargs): cf_solving = solving["options"] foresight = snakemake.params.foresight - if len(n.investment_periods) > 1: - kwargs["multi_investment_periods"] = config["foresight"] == foresight - logger.info(f"Using {foresight} foresight") + # if len(n.investment_periods) > 1: + kwargs["multi_investment_periods"] = config["foresight"] == foresight + logger.info(f"Using {foresight} foresight") kwargs["solver_options"] = solving["solver_options"][set_of_options] if set_of_options else {} kwargs["solver_name"] = solving["solver"]["name"] @@ -1560,9 +1560,6 @@ def solve_network(n, config, solving, opts="", **kwargs): selection = n.component_attrs[nm].type.str.contains( "series", ) - # ) & n.component_attrs[ - # nm - # ].status.str.contains("Input") for tattr in n.component_attrs[nm].index[selection]: n.import_series_from_dataframe(time_df[tattr], nm, tattr) From 34e6f88dd897bfab8e50d54069641efc7904ec7a Mon Sep 17 00:00:00 2001 From: lfreese Date: Fri, 28 Feb 2025 13:56:54 -0800 Subject: [PATCH 14/19] updated to m.add to carry over the custom fields --- workflow/scripts/solve_network.py | 26 ++++++++++++++++++++++++-- 1 file changed, 24 insertions(+), 2 deletions(-) diff --git a/workflow/scripts/solve_network.py b/workflow/scripts/solve_network.py index 65305f73..22cea10a 100644 --- a/workflow/scripts/solve_network.py +++ b/workflow/scripts/solve_network.py @@ -1523,7 +1523,6 @@ def solve_network(n, config, solving, opts="", **kwargs): # add sns_horizon to kwarg kwargs["snapshots"] = sns_horizon - run_optimize(n, rolling_horizon, skip_iterations, cf_solving, **kwargs) if i == len(n.investment_periods) - 1: @@ -1554,7 +1553,30 @@ def solve_network(n, config, solving, opts="", **kwargs): n.remove(nm, c_idx) for df_idx in df.index: - n.add(nm, df_idx, **df.loc[df_idx]) + n.madd( + nm, + [df_idx], + carrier=df.loc[df_idx].carrier, + bus=df.loc[df_idx].bus, + p_nom_min=df.loc[df_idx].p_nom_min, + p_nom=df.loc[df_idx].p_nom, + p_nom_max=df.loc[df_idx].p_nom_max, + p_nom_extendable=df.loc[df_idx].p_nom_extendable, + ramp_limit_up=df.loc[df_idx].ramp_limit_up, + ramp_limit_down=df.loc[df_idx].ramp_limit_down, + efficiency=df.loc[df_idx].efficiency, + marginal_cost=df.loc[df_idx].marginal_cost, + capital_cost=df.loc[df_idx].capital_cost, + build_year=df.loc[df_idx].build_year, + lifetime=df.loc[df_idx].lifetime, + heat_rate=df.loc[df_idx].heat_rate, + fuel_cost=df.loc[df_idx].fuel_cost, + vom_cost=df.loc[df_idx].vom_cost, + carrier_base=df.loc[df_idx].carrier_base, + p_min_pu=df.loc[df_idx].p_min_pu, + p_max_pu=df.loc[df_idx].p_max_pu, + land_region=df.loc[df_idx].land_region, + ) logger.info(n.consistency_check()) # copy time-dependent From 43b685379b875e46997724b325521794b5cc7657 Mon Sep 17 00:00:00 2001 From: lfreese Date: Tue, 25 Mar 2025 14:21:58 -0700 Subject: [PATCH 15/19] added the storage state_of_charge rollover, but this is leading to infeasible solve, need to fix --- workflow/scripts/solve_network.py | 57 ++++++++++++++++++------------- 1 file changed, 33 insertions(+), 24 deletions(-) diff --git a/workflow/scripts/solve_network.py b/workflow/scripts/solve_network.py index 22cea10a..abe94c8e 100644 --- a/workflow/scripts/solve_network.py +++ b/workflow/scripts/solve_network.py @@ -1553,30 +1553,31 @@ def solve_network(n, config, solving, opts="", **kwargs): n.remove(nm, c_idx) for df_idx in df.index: - n.madd( - nm, - [df_idx], - carrier=df.loc[df_idx].carrier, - bus=df.loc[df_idx].bus, - p_nom_min=df.loc[df_idx].p_nom_min, - p_nom=df.loc[df_idx].p_nom, - p_nom_max=df.loc[df_idx].p_nom_max, - p_nom_extendable=df.loc[df_idx].p_nom_extendable, - ramp_limit_up=df.loc[df_idx].ramp_limit_up, - ramp_limit_down=df.loc[df_idx].ramp_limit_down, - efficiency=df.loc[df_idx].efficiency, - marginal_cost=df.loc[df_idx].marginal_cost, - capital_cost=df.loc[df_idx].capital_cost, - build_year=df.loc[df_idx].build_year, - lifetime=df.loc[df_idx].lifetime, - heat_rate=df.loc[df_idx].heat_rate, - fuel_cost=df.loc[df_idx].fuel_cost, - vom_cost=df.loc[df_idx].vom_cost, - carrier_base=df.loc[df_idx].carrier_base, - p_min_pu=df.loc[df_idx].p_min_pu, - p_max_pu=df.loc[df_idx].p_max_pu, - land_region=df.loc[df_idx].land_region, - ) + n.add(nm, df_idx, **df.loc[df_idx]) + # n.madd( + # nm, + # [df_idx], + # carrier=df.loc[df_idx].carrier, + # bus=df.loc[df_idx].bus, + # p_nom_min=df.loc[df_idx].p_nom_min, + # p_nom=df.loc[df_idx].p_nom, + # p_nom_max=df.loc[df_idx].p_nom_max, + # p_nom_extendable=df.loc[df_idx].p_nom_extendable, + # ramp_limit_up=df.loc[df_idx].ramp_limit_up, + # ramp_limit_down=df.loc[df_idx].ramp_limit_down, + # efficiency=df.loc[df_idx].efficiency, + # marginal_cost=df.loc[df_idx].marginal_cost, + # capital_cost=df.loc[df_idx].capital_cost, + # build_year=df.loc[df_idx].build_year, + # lifetime=df.loc[df_idx].lifetime, + # heat_rate=df.loc[df_idx].heat_rate, + # fuel_cost=df.loc[df_idx].fuel_cost, + # vom_cost=df.loc[df_idx].vom_cost, + # carrier_base=df.loc[df_idx].carrier_base, + # p_min_pu=df.loc[df_idx].p_min_pu, + # p_max_pu=df.loc[df_idx].p_max_pu, + # land_region=df.loc[df_idx].land_region, + # ) logger.info(n.consistency_check()) # copy time-dependent @@ -1586,6 +1587,14 @@ def solve_network(n, config, solving, opts="", **kwargs): for tattr in n.component_attrs[nm].index[selection]: n.import_series_from_dataframe(time_df[tattr], nm, tattr) + + # roll over the sum of time varying storage state of charge to be the state_of_charge_initial + # breakpoint() + n.storage_units.loc[:, "state_of_charge_initial"] = n.storage_units_t.state_of_charge.loc[ + planning_horizon + ].sum() + # breakpoint() + case _: raise ValueError(f"Invalid foresight option: '{foresight}'. Must be 'perfect' or 'myopic'.") From 1c28c336ee976679cd33e84bbdcc793bfd536e56 Mon Sep 17 00:00:00 2001 From: lfreese Date: Tue, 25 Mar 2025 15:53:37 -0700 Subject: [PATCH 16/19] changed state of charge to just be the final snapshot, now feasible --- workflow/scripts/solve_network.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/workflow/scripts/solve_network.py b/workflow/scripts/solve_network.py index abe94c8e..83eace7e 100644 --- a/workflow/scripts/solve_network.py +++ b/workflow/scripts/solve_network.py @@ -1588,12 +1588,10 @@ def solve_network(n, config, solving, opts="", **kwargs): for tattr in n.component_attrs[nm].index[selection]: n.import_series_from_dataframe(time_df[tattr], nm, tattr) - # roll over the sum of time varying storage state of charge to be the state_of_charge_initial - # breakpoint() + # roll over the last snapshot of time varying storage state of charge to be the state_of_charge_initial for the next time period n.storage_units.loc[:, "state_of_charge_initial"] = n.storage_units_t.state_of_charge.loc[ planning_horizon - ].sum() - # breakpoint() + ].iloc[-1] case _: raise ValueError(f"Invalid foresight option: '{foresight}'. Must be 'perfect' or 'myopic'.") From 2160a920849e5d4f2cf01ece73e20a85d3cb6ff7 Mon Sep 17 00:00:00 2001 From: lfreese Date: Tue, 25 Mar 2025 16:02:29 -0700 Subject: [PATCH 17/19] updated the config files in repo_data, and the docs to show that myopic is available --- docs/source/config-configuration.md | 2 +- workflow/repo_data/config/config.common.yaml | 2 +- workflow/repo_data/config/config.default.yaml | 1 + workflow/repo_data/config/config.tutorial.yaml | 1 + 4 files changed, 4 insertions(+), 2 deletions(-) diff --git a/docs/source/config-configuration.md b/docs/source/config-configuration.md index 336e38c4..2a722641 100644 --- a/docs/source/config-configuration.md +++ b/docs/source/config-configuration.md @@ -28,7 +28,7 @@ The `run` section is used for running and storing scenarios with different confi The `scenario` section is used for setting the wildcards and defining planning horizon settings. All configurations within this section are described in [wildcards](#wildcards) with the exception of planning_horizons and foresight. -Planning horizons determines which year(s) of future demand forecast to use for your planning model. To build a multi-investment period model set multiple `planning_horizons:` years. The `foresight:` option specifies whether perfect foresight or myopoic foresight optimization model is developed. In perfect foresight, a monolithic model is developed where all `planning_horizons` specified are optimized at once, e.g. future horizon values of costs and demand are incorporated into decisions made in earlier planning horizons. Myopic optimization solves each planning horizon sequentially, and passes the results forward. Currently only `perfect` foresight is implemented. +Planning horizons determines which year(s) of future demand forecast to use for your planning model. To build a multi-investment period model set multiple `planning_horizons:` years. The `foresight:` option specifies whether perfect foresight or myopic foresight optimization model is developed. In perfect foresight, a monolithic model is developed where all `planning_horizons` specified are optimized at once, e.g. future horizon values of costs and demand are incorporated into decisions made in earlier planning horizons. Myopic optimization solves each planning horizon sequentially, and passes the results forward. ```{eval-rst} .. literalinclude:: ../../workflow/repo_data/config/config.default.yaml diff --git a/workflow/repo_data/config/config.common.yaml b/workflow/repo_data/config/config.common.yaml index 1c88b543..cc2f9d5a 100644 --- a/workflow/repo_data/config/config.common.yaml +++ b/workflow/repo_data/config/config.common.yaml @@ -1,4 +1,4 @@ -foresight: 'perfect' + # docs : renewable: EGS: diff --git a/workflow/repo_data/config/config.default.yaml b/workflow/repo_data/config/config.default.yaml index 7d97b209..8e85a7fe 100644 --- a/workflow/repo_data/config/config.default.yaml +++ b/workflow/repo_data/config/config.default.yaml @@ -15,6 +15,7 @@ scenario: ll: [v1.0] sector: "" # G planning_horizons: [2030, 2040, 2050] #(2018-2023, 2030, 2040, 2050) +foresight: 'perfect' # myopic, perfect model_topology: transmission_network: 'reeds' # [reeds, tamu] diff --git a/workflow/repo_data/config/config.tutorial.yaml b/workflow/repo_data/config/config.tutorial.yaml index b0ed68e7..0a2ef250 100644 --- a/workflow/repo_data/config/config.tutorial.yaml +++ b/workflow/repo_data/config/config.tutorial.yaml @@ -16,6 +16,7 @@ scenario: scope: "total" # "urban", "rural", or "total" sector: "" # G planning_horizons: [2050] #(2018-2023, 2030, 2040, 2050) +foresight: 'perfect' # myopic, perfect model_topology: transmission_network: 'reeds' # [reeds, tamu] From 5ea841435a198cae6c4cdb9b329119d24112aef1 Mon Sep 17 00:00:00 2001 From: lfreese Date: Tue, 25 Mar 2025 16:39:55 -0700 Subject: [PATCH 18/19] n.madd for generators so that the attributes carry over. this is a fix that likely isnt ideal in the long run, but n.add doesn't carry these attributes over --- workflow/scripts/solve_network.py | 52 ++++++++++++++++--------------- 1 file changed, 27 insertions(+), 25 deletions(-) diff --git a/workflow/scripts/solve_network.py b/workflow/scripts/solve_network.py index 83eace7e..5d82fb69 100644 --- a/workflow/scripts/solve_network.py +++ b/workflow/scripts/solve_network.py @@ -1553,31 +1553,33 @@ def solve_network(n, config, solving, opts="", **kwargs): n.remove(nm, c_idx) for df_idx in df.index: - n.add(nm, df_idx, **df.loc[df_idx]) - # n.madd( - # nm, - # [df_idx], - # carrier=df.loc[df_idx].carrier, - # bus=df.loc[df_idx].bus, - # p_nom_min=df.loc[df_idx].p_nom_min, - # p_nom=df.loc[df_idx].p_nom, - # p_nom_max=df.loc[df_idx].p_nom_max, - # p_nom_extendable=df.loc[df_idx].p_nom_extendable, - # ramp_limit_up=df.loc[df_idx].ramp_limit_up, - # ramp_limit_down=df.loc[df_idx].ramp_limit_down, - # efficiency=df.loc[df_idx].efficiency, - # marginal_cost=df.loc[df_idx].marginal_cost, - # capital_cost=df.loc[df_idx].capital_cost, - # build_year=df.loc[df_idx].build_year, - # lifetime=df.loc[df_idx].lifetime, - # heat_rate=df.loc[df_idx].heat_rate, - # fuel_cost=df.loc[df_idx].fuel_cost, - # vom_cost=df.loc[df_idx].vom_cost, - # carrier_base=df.loc[df_idx].carrier_base, - # p_min_pu=df.loc[df_idx].p_min_pu, - # p_max_pu=df.loc[df_idx].p_max_pu, - # land_region=df.loc[df_idx].land_region, - # ) + if nm == "Generator": + n.madd( + nm, + [df_idx], + carrier=df.loc[df_idx].carrier, + bus=df.loc[df_idx].bus, + p_nom_min=df.loc[df_idx].p_nom_min, + p_nom=df.loc[df_idx].p_nom, + p_nom_max=df.loc[df_idx].p_nom_max, + p_nom_extendable=df.loc[df_idx].p_nom_extendable, + ramp_limit_up=df.loc[df_idx].ramp_limit_up, + ramp_limit_down=df.loc[df_idx].ramp_limit_down, + efficiency=df.loc[df_idx].efficiency, + marginal_cost=df.loc[df_idx].marginal_cost, + capital_cost=df.loc[df_idx].capital_cost, + build_year=df.loc[df_idx].build_year, + lifetime=df.loc[df_idx].lifetime, + heat_rate=df.loc[df_idx].heat_rate, + fuel_cost=df.loc[df_idx].fuel_cost, + vom_cost=df.loc[df_idx].vom_cost, + carrier_base=df.loc[df_idx].carrier_base, + p_min_pu=df.loc[df_idx].p_min_pu, + p_max_pu=df.loc[df_idx].p_max_pu, + land_region=df.loc[df_idx].land_region, + ) + else: + n.add(nm, df_idx, **df.loc[df_idx]) logger.info(n.consistency_check()) # copy time-dependent From e35f4d7036f79dd15f95c8b505f8ebc8e6480e83 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 14 Apr 2025 16:53:48 +0000 Subject: [PATCH 19/19] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- workflow/scripts/solve_network.py | 1 - 1 file changed, 1 deletion(-) diff --git a/workflow/scripts/solve_network.py b/workflow/scripts/solve_network.py index ff22a78e..588db710 100644 --- a/workflow/scripts/solve_network.py +++ b/workflow/scripts/solve_network.py @@ -1746,7 +1746,6 @@ def solve_network(n, config, solving, opts="", **kwargs): set_of_options = solving["solver"]["options"] cf_solving = solving["options"] - foresight = snakemake.params.foresight if "sector" not in opts: kwargs["multi_investment_periods"] = config["foresight"] == "perfect"