From 2a6a8443466d7d1d36568265748cd601d16e21e3 Mon Sep 17 00:00:00 2001 From: Manas Singh <122591937+singhmanas1@users.noreply.github.com> Date: Mon, 16 Sep 2024 10:45:37 -0700 Subject: [PATCH] Added graph with compute heavy queries --- .../_static/polars_compute_heavy_query.png | Bin 0 -> 103700 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 docs/cudf/source/_static/polars_compute_heavy_query.png diff --git a/docs/cudf/source/_static/polars_compute_heavy_query.png b/docs/cudf/source/_static/polars_compute_heavy_query.png new file mode 100644 index 0000000000000000000000000000000000000000..12e79a8402f6c86d9c180a6323f5de4b7f458808 GIT binary patch literal 103700 zcmeFZWmr|)`aTSZA|Rm%C@n3iAl)J*Qqrw7(%m2yNJ@*OfP{26sKlZXkS^&4>4yK9 zZrtwkp2a@$?fvlcx=>te&N=27)cwK1N1S}zeG9_sZ3=?yajHq7fnCoCzsLt^;pCD}ei%V|q0asyLS%GyUi z4z{LVBufEi#UT;LS3kbKg_^)ngQH zooi&Z==z+Jp7i>h!k*hrW>+Ruv5OJn6Y9sj^ATh%ym%|$M4e~*wy)=e>V$Lyfxy=L zaBZDtl}y^J4{yMmEPRfY#r>s2$DBVJlGd#UaeMlkG1{k z#kTmQe>}%gwJpcI*qTP9A%~#0@{8Z>HSfY3M`Yg{mu`sO?C;E>e98BuHZ12+>r;~2 zHeP92$t?~eQhJRA=aUhFu(hv)4*1ao!%VXT{Lo8hq;#CghL*?Re=Dlc5f>w1I zElpDA0#L@QWQpk}oJ($4)(*#$QZHlil?#V|@Kaa9-IE#cX#Vb1{=R^MCq!=TmNi2E z)=cF5*8H+CU7p&p3aLoOb>U3|4F7}0xJ}_rryoSC`BX*NJWpe4q#xtwB&wW?*QLo3 z&A{cMt`SaOck>QfZ3WthOw3goY|+pWfam&RvId9VUlut^4N?Msd!aJ116UGe(2ZH-k!g zTr+gkuSO#oex~}0nf1Kfa?{omKOU>% zT-;^k8#feQyt+n~?2SAAw1oUpEf%UMd5|L|u7p?~_6>3o1G4ouEPChjNcx{CQ0%{{ zX}CFw)af}SN_flHa_v`NL69H z9rCkO8{7l0s|5FNKTXqdetUh|`}Qq7yyqVtN4~ul^)gInN(EQRm+kYuEAB$Ab8aB# z<&-hoq03p{Z}FnejEAhM?&!GkRpDgA)PJP!2v=Yoi^gB^yNHQwffRM?)f^vYB`657h@$)7U9E_&6Nc3*I!ZiEClC?pI#x30jlw2J46u zJw!}U%ge-x4M zbWloAL~wCXR6|6g=4AU-Mjwp2h+y%?_bneXK74!FCc7**lKS!EyL9KY`ZP3!nba)B z;dE!M&G++SY-VgOY~cf(Y-s~m3W=Z4bepGFzJHk3^9|t%LE+P~7iv;`Qf`8W@zU}R z4-M1TzZs@0r}n06%Xy>;_2hIudh*~aZ6|FnXS|haqH;)vab{!Zq)}UE##i19C;5DB z-{h$T+{Cc#LKTyUp7WXJX2C^;_Bre_E>&AfOI-tj#@AY()hAdPuNw^-85(JF-ya8QcqM*T4bcM zltW)LvVhf#^>t<;V!n4yyZ2a6kmDkI1DlHZ*GHD4*c=5Meyq_tB^^Kf9#IP zIl3;KD!E3B+6=&T{{%x;^o?wgwH#_DOAY8kqZKGXS}(@>zI-(lKe zX#C{5K37d%{aOHSzt7_^v%>oM=x!Gi!iB2~=X)@EhS~SnO{2)82%=ny6x2Ni8;cZ+ zdKbOzFO_SQW7sckrB;@^6}i1U)JOUDxkl)F&gb{K$d6z2UL5oOc$tH^n@VL z8dCcc3B)R`Z7e6s&1}o3q-_GNwZD%n9(C7r2`|bmbW9k}MJ}t(IfcBh@z!TBh~6f5 zJn!7P#XY~-F<4Xn$)$Q*n?HcRl)v1yOl;6^I&g%2FE_iC8RpoWTGrMT-OSKi|VVdwIX%O$xbapv7b z^G6F*yKcukK&N(X82g+~-)(x`W!ONibO7HKF+X4bbZ-}el`8@iM;b_sk9EFey>NK# z`C1ZZg}R?wBII2NTQH1DnWkC>^}cFQCzrwG+elre4+P0*4+*=(jT?;zyY^rg0yX)H zOrrNof~`2}2mRu>kG>$+pgQ3MNPTB$K1%nMM)giVa z{0f8-IxVcxi0Ws@3|$;HA_flO7ClWFv8Kn1Yl~Wlk~vyG=x7)W<=gg$-VPC$o^!hC zWVcJVJGblga^Q=`<7Ubb33(bjZ=!ot32ludA<8n#IAY$#lGu%o61tw42SFBL1NS|G z_!&0nGiVQPQ8_hvrm4xllvhvbmr=j7q$(%gVbQfZH#FDE+G5ZWvua6gGaatlkm0A= zn$Kv^9yiQJW82nN8d_Rv+wvrRmRRf0>C%+g?;{>|RaFPhC6wzaEl zUiSDT;07v-W@c!MXe*Y@FU`MBXAUh7vrrROrO@muWw$n);BK~S?r~F%t2}ZRc_gCw zL2fFcX`9fIFw68(pGtY7qkMm|Ow{=(3p3Q=huZp@idA7Hg_a9lW{rbwhxI#|&gElU zc}v<37aeSu{YLvAE~#o(HXHSJ5)_E4b>+JZEpPD&xe%BTn-qVW>keBw@AAPVZbfp` zLD!@9X!@Mrxk8joOeK;8V!BMR`IPQ$Ha!ko_GET@B20myp~)`WS?{hOVzJf$C893A zq7BZeor8&UG(OTBaaUs&`NHhxt=4O&%Tr*{RXtaFJMF2*TXyqr7|O)y#`0K=Y#(%> zkKki!>uH#lOj@N?byseFU0JRseX?$pUcKm4nme3cnWk$CTctlzme#~5bKWA@ANa7) z(aU2_Ib33AGt}CqUZFl*yl!4yChs`2KFqa!ar^#?$q2K@qmB4^ta5>QZa(fnzDv%1 zd$eO6!>}P3bF6r*>)gBJ(7l3#$hrJ^^WNn|z8ic??J)io=NrzerNxsnnF93M168~` z%Ad3|-E{ZLv|ejtRA?R4e{T&aHn)h{*WD+rX!h9Nb(=$Zj>RLu!XLXIx;EE8b5mPf zyT`q7e_(@ge6Z5}HuwJ*wP9aC!M0JItfC zp&j8k`Q}!%K<(lB^#+CEPwg`vi1}Hr50S^$xj;JMqpu=iASH!B2Y$bZfQ(3ha31`I z2!8kx3IG0G6phK5s*)=kp}-lf8Kx}=$^m+Js1260R{Z;3ixr1NBVX3 zg{Js(zkWZb0KP*Ik{6bc0RPJCTI=hZ+Zb8c-g=3Z4n9D&6j!xDK)|Ddeh?)dQvLwX z?=@CXu~m_Jz^!Xx#`IXvLPwv;(aaKh4g#+uH~7^|-}W(?qnW9>4Ywm7`Oho3!SB$= z%;aQ0FR?Y@BUh1&w%^kJ<*ff!Tf&F>Naai_}fJ8yHaa{lwye|+`-y;adh-&)wh42)^Z|9ihq zZvN+&CpYpkLsS39Qv9{fKR*Qv&5y>*{P(8uqYde`d4YW-GQKARNd}NI=nvvY@E7f0 z|3be+oZz|^y!fDPxpcd% zt!{B~k#%&&UFmpNgH_&aRX}@8B0Vh;3_q9pH=@*e*#tz-R z0r&pDo~R&!D5M%jRGy4_`bEh4?&nT<3Fsk;4+UkFs9;&fr@bk-NGNjj^p|`p7mo~a9$8<}dhs3g=@)^ez&L%D7ytjV6sdVa{Vpq&_`TX5 zZW;M)+#R{PFqWF*$q*TxAKyRgZz*mVwDWEI4aMP~DjQD)S5Xxj;}@eWs$Sc)^Klro z#}Z4uyYu?!a6ck)XwagXcqYa{E2DJ!om{q7B}*LRAvJ#RQZ9@{awSjd*OLDCLdsGi zDYDR(@6D%A%%#Lhiz>*;ZZ*+o->Y^%Ops5J?)a#fPJaD^{uOxQ`qxtrc#ssCXrnl- zbo{Q}CRZyqCuTKh@$Obq&m6+l2eZ=9ud%|1o|scPU8X$AFQ+~f>d#Qk zPmqb@??{zPEcx*TeZr5mE%g>{6pQ}-HNU)AJ{M76JVqbA&~S;DZT- zjW&%{2W!pOZaosrDC|+Qnomnnx)#c}T8nerv@eHJ!DOUj_kX_?i%@@DikAH1qYefoZW%0vEm zPnO+$sN@>k6NSa{m8y;`&GL%6yk~hpI_hUT5_La>Dfyg7$D0gnH~W?*Ps2W7l*kEQ zJW=TR1%3YYSEp-Myd&~`ep;9PrQ#5ETJxOG7aFVCOnO>mpjV~{16vQpIG&mu5t_?@W@o?Yi^B=v%6shWqZ+aa!fd z<$sYZtn>G|X$d(kA3ccU=PO+^S;#DAf*nW-sg^$XDAH|YZGUy?`jyRv-sAq1k$;g; z1$)n6j3#R7=xY?Be%{WT^CD5~W^~cQ%Xq#(ECcwq`Y3iQ%m#}Z_tCJ9`rD}5`I=vv zl`rNsxASj?|H~rhp@*8v+ILBDh%hnif9M^r^9>11S4_w2PFD^Lq7W1HCt!1*qu*^0 zN48oTEDr3+RG--%Jbk*@w3yI)hI@Ia7HdVb8cMgs2?($cS=Q)>U+1c z(;CI0J#EGRFV9JhMtYXlt>g<#!%Ry4qtDM~f%HsfvG8mU+0b8VHfVW!Sy{tMBqOhh z&Z?EImtkAcXg8$qUmmyn#F#x?;4-8EhLUb15eV8z>eNA?YqUlznK4) z%f{eA6gwkor}M__Wk$7voj9xxB>0~0r{*5HdD0Pw+AR-p&4VSI_Q|7q(Ul?-2qX32 z9dVrSpJexw+?qKWc3p3sm`w}}z+mrtG&fxIFJ8?@JpMk4elt(X5Nq>vTTIl8Cni~? z2H&zYU7V`tIse7(+@~X>1)`hF@GsZc0&g_8_fh(Eqa!N;E(x=}75*hU#d4(EOj!{O1b%4@>hV^3&2pN-aJ*UVVayZ{n~!k62|{AuCTY&ShFrV8?Dtx4t{Y znFyXo+K*+UHE7=_-<=#2uzM|v;jZ{u&i*o4&OJfdqI+MePqD`F4d=I3-1S{|8fPT% zv9#<(Gm595h>QeH;rtI%PsZwbuAPKv<#-~0(p8sviD)5PQ6S%j=dz~`NC$BzzGX!I z=j2avx0|R3dw!@l6_vJ1Kf8Pg__`IHK3>TcM?K^8J-91zbs#;(U7ChWwgvbio!Hny zxVAn16ZjVCIg=ujZ~USIUsixBX}e^b^U71{4%-;Ea5YaUBxH9cGTQx8?`^pAPW=KN zu<tG=wIe`s}{c-{B{TG4v+sDwm9C|o*U^20}Jwquq z)V&>QROMc?LGUnA5EWbyZsU!P$KcIvH-B$)zB^)_5R(F)TL!5jcvzGwo>2eeO0PPT z6}RX+Rx>YYVATG-64^JxP(wj}j?pv%Qqq#6y#?JEyPnqp#5_uzO@?u9?9>n5Vy{%J zOS^*bJ@*S5eeK>tHYo__yoE8jD4+CXsE%zfQo_q-AeT9nig`xilNR9xT`0ZtHo#e{F z)zIOd{iMDG2f8QF>=#k)D6E^ z%f;+LBnwqhzd_V&Pv&57;DIE(=+83&A4FpuUl^X{>F#NfGFKfw?yO~;iMyuGuFg^U zN`YDy2~LVEo^?@u&j(~ndVDThenXkpnM)^wCzX5!;%t`RuD9_pms062mzUz8mh99eZQHHLzR~(sl)_TXn>WW%9#D9;NRk7CemfP-$?OZ2S(Wv{ro-OWq z{q0c?k0Ga-m|x%nbHGk5j*Oq8k}A~&OrjlM*zOy+)~JpgTH1$TX_uHuu6Joih260d z4%AJYq9!2@9l58-bl#Kha;QHc2NOu~aQBzXEecF}nFNY`p5=kGuO46miQ3if9RS8S z$i+3YT^Zp6$p|6Gu&ulZ>7W?=b;W_!H4n@(gozkeUfYSrc)TosunsedP3mNpjVSsS z)raTWhF4s|V6gvOPH?BixEt`@!;)2+q+AoSi&XOJv1 zTYG51wRa77zvq~^mzinf&3t?^Q<5&f*N(p6vah>3o)L&MupT%>QDoYg^YQjVu@7oS z)!uy2{=SSh6>%t|N)8!FqH#-SLNtMm=!h43&LUk6UL;mG9KF|l&aRDXrZ$?(<{?It z``iIPd<*sdyoQ{TQO9w5L>;a^F;g{FtovN%WKyp^54HV>PR+6UQ${4@Ce%<{*>D&8 zzKyvq3J2fX%;J$UjdifIy7hjqU6xA?BS%%s#JwAlohq%tFtq zOmV$D>*#}b*PMGgIzHBko@fhgf4u2FTB!7|PTWg?@E4N?j(+%Vc zZXYZ%Ba}~m@OrGqOKg8@Dba4B2iKjsczu7RIuKmI&OU70#d&ZV7fLIO?Pnq2Fei$0-!rZNbG&Uc-J+r& zrkLQey$mVrm7VKGo^XwV0OV5lsepfuaoUVojkumoDRnScP@|K*#4h>E5MefPJ1i3c z*PQ<2V~&U~ULEjegcGp9z}@wk88OX#gVsLVE~!LeFU;JGL6&K(A|bfefc&R5$N|>C zymtr}C%F>1Z>JQ2+7U($ncqW&JGie;xB7C~OxND0&%6rICLaxzX}H*f=R**FecU)y@_g>w9 zw@QS4!Y+jG{q6#(L!(ly zlExEK9gV85kE3Z7mv%qOHJkX#hpazE^BBwX7zoQ@+)H3C;g}o+DB^S$@B}aKD;nTm zPI`QkmZx~w)2c6a@Wa_++H>aax0YQ^ovqhmVMN$s1;(oGH@2|J-hkL=>Za*`Y}wyJ z0O{zcAczO+ig~X(9O$cc)^drh;EOF43Oi$@J%~pJTT6B89wXel<7L6J-jxW?4gta3 zoLOM)5>7HD&5HYEl~oHrPq?->AM(XXfVerK5yG1~HWVPOaJ&IG?=A(_XHFc)-sxEK zb{h}eUk=q0ro*8{1Z#tONe&(E-L#=VBV>c87J$ZU-ged);$5DboHQhgT+Xmh?KyYY7*&G)i|85-Uk^|TBB0`?h{Twv9z>j;EN@sGDUgKa5u}KRQ*qv>3`&{@q&__ z92+3w{}XB&Jm3zjT)97Xy-`p9dz*nd61MEwlw{T;h&Pm{)ES1@5^c^{zQRWUkT-cpQ9X+hqiZY9Q ze5JWd&LHr)GW?`7njRLNwTL`s*Uw3FQJ&36y3D5GC-mBFQ__rj!0@cByhbDb+(>RU zbTNwtj(JGG>vQm89PbS9IwRZ@C>?oyMuUf%YnOk}f+Qkl&+80PNxh8A%`$Bpht66p zMh;&AJ8p)vO+D(?;nXbqWY*+lX7TVHC?<Tc`yI;(gdrgo{ieeuQwKQBe;$RqjAdet2OgS>zccD6kQ*Ab1Rllh&l_XuwK& z6cab2mI(*NUr7B7Zs*n5K!f|Uq2J)5sR!V6~*q))}ulJL1=(jBz`x4sc4X?%zlXgP;8n5 z*O!V%10b}tN5iHS!fo7-+c~Un^pm(OuC5P{z^@b-L8W|us7{cHb$riqR4iJ%$3Hi>{SD4yHic`*6#*>0ZWTrv zM>>Ne!+W{r6^1Xr+ul8ZU#$P{wL0{0#Y2hZ<1|j_AgK27VqOXU%V2oY5r(?$jCnzj zT?1d>;*4^DKdAt}XaLdma~Cdom)R}US2(Tf01_A^w3FFtg-@t%IiHej0{kMQLgM`v zNcY@0x7Yis2g4eJ3A3u6@H&h1-euG#MxweYtN$#IXSsx;>Tqjt2h3&y;z|Yb@6lR& zDlhl=0#sWjatstw*hK?Li0Ly69x|xp#J3pQ&3}9C&ptpa&AVC)fl!g{6*u6e`+~V3 zsp^b+1Y)^GC+*rQLkzH-5X3|B(p)#kOGyicz~PB+`?1?oUuJJjR!#DzXKK)7Ex20F&)6a%9ZUYE ze>EZNOP+Jv>NkXdwGyD06TZw<-asv=Jo`FflV8&GKTE&6bMqAzDG7vEH8WSc&Sm$* zC3p(Tp_e2uRIchd@m6)rcD0gkaX z7lE!5*d{QHYF6lMH?f-D{&(2~tI51-ciM5ILoCr^vQ;}oRHSGmIlQZdNL#S zT`=L7-t_SxfDZzx+N;&BmB-ktcGiBR?|w~_#YJ-xPXg%PZL?ch4xo^!n&n$8VqxeF zTHupwypEO`x%C8%R$$Lw1Elg;$CBN4_Ul_-Cu{5G`svmv=KQMvg=cR~J> zo&>e`*=f})9IYm^_MF!mX>@@N55QwoqkOLlY`5-6h0`j4p=;5ZE3oM^a_&Y0$XFjK z_k@d?2xK@HkXl7TsHGAf*SuQoH;k)miDcCsC@_|I(~~F`m}HK6fLQ=fuMs>!xjlRY z>xOT<>F3_j`Zi)_>36B>E_II1D%royaClTJmcRk__OOHYgBWf${+;j7ttSS|%a_J; zYA_{{3gSFC-S##d4_09l{v0FX<~1c7Gk^{3MC7*7k^A`qAw%ULJKV~$4}^G(Tm&A! z>S(LHZ#5KA0;fMAZ+_vlTe%PKT`r4x5QW;B}6z6CL@}=+u43O3rk!%EEdL#3yz66nkd?%!-UU#{2eOpodU@ zRP=RRPDVemG=B&Yv$WIFub5+bY6H~xFgTzcejHQ>0pb|EzVQsjdzk^{WTUk<9GkD7 zlu9;(z$sN0fbBPY;XCxychDkD$12KhEle=`fe?YlpO-bk;ajQ}Uu80=G*5!>$w}j< z;0Hc$z_)jwglC2+$`(oOSFKJ2`UZ!{RF55~yf^UALthQ}BOD*CNiDXIxoUq5mK2oM z8;4)0lp3ie4**qb5N!lueO-eKHOPvCZ*Q7e;e_I z+GiG3lF~<$g?zeG+=Wd{wLE`>;?vQZbgz!@%r97khyojTd2_x;I{RiA>eW&pn++&N zyYMYj68QGbJAD&<+|Z?gx!@h^&m4`7ao4P+Gs>)E&amwEJWHKB2kF@%q9oOOiz=B~ z!)KiNa*8%yT&wom=!4wP!#bOa%1q_hD}My$rpIS&Uia`R)piZL!?N0xuj8-XEqS)7 z7tUFWxUTIUOitolh`DZ(Rdm1qrK8v%;j!oSUE;WIO}p;tcQ%yJm(>rXXTLk6#BFB? z-F6wlZ)_ypm5)$K`J8=*O&`o23|s9OY6t6HcHpPt;NRV8a$g@w1h9$d*AUhC;aXj^ zo8a3dgMKyD^ZF>Zq(r2yYpT|3D9j5)3z@3bi+3w1{saupc$QZ*qk+59x_ifX(o<48 zu-+s)_H0w%Hw#Rk7!I7FqN!dP?@ExUxuB0fPW(q?B-~KqArtY6!;Yb(AeX&3f>wge zGio}|@;zPb(b#LNq)OJP%c5ivBk+$G^qFd zj8^V-grA>rcH4bv_d_mNJ%GnJVf+!hp*-VsNK@7hNV23(1 z`V8#!jJ*4I%!fF4iyIgjCI6hnjz()O-m*|P+!)3XStK+Ev_Bk3IIto)#yJ_F|*o$*E{`vS< zVJ!c>%>{g}%u`~G9Vp0YWdM4xAyf>*X|ImGW33oLp$l+gnZF!|Ae~S@$N-4|(BsYv z5p5Dh{U_1#qUAySpJ2Z{)VPxb(fAavNenbB(eHH|1> zKmJTk+G2QUgp{9OzzC1J=}=w|n*8{(%H}_U!~lyN|1HL~TV#N06+M+TCJ5IOV(+wr zJvfdWTyurYQA_%YUv-Nkm1-w$3NfBp(V(eQ_{=rX>lq&p3iSBeM4)TS2Zh9uY@o<& zU;8I3*2o-I zu0wO{ag_c(lV>m1Him3&qzx3wUEY*$#|XlH_R^PBw7+>8tm zR`cK9F@6YAM+y(WQ%D*OqF{q!Z9s6?FAS?KNn;HWWm@{N-{%0sn`8UH;z^F*z(DJA zxY?WNv_6g63!3!^fjqdof@Dn&0DhEL_W>NV9=ecKZVs4;^ts??X1gD5%?`nH147NN z8{&p;UfY^+oLph1_P@lr`-bz;4C9Hhc_SfP1p2lpH$DQ@W6-MLv{nvhd-9Ez+jbV4 zW5`l?@@^inecufNcGGJB2kOpHWwmbS;aMu^@`>&}CHmI*nK*#JzsF>UZ}n>zGo`+T7>mbQk zaI0~%I-Z;f7G>fcbFlhqQFIck3sMWIG9kOnzW4fR#lU9r+;9QivpRt8<^xhjSdv6Y z@X`3J!Q#%;?@v@!^F`gU{=8c4|J-4a`b1760h<&w0bZsM ztp)Vg5Z>nuhFd!mfiNKy;;W;s>ryR%si~x9{Ncr#4}F&R@^CqeHR* zQMd4C>(yWd=yHtVko*2p$kPnXa(jrAci?^srRGf)p!D!ffT+}+0#^SPW=QED-Mjp0 zrv{=E{S3{>LgE*nWAS@SaSY$70^C>#euNrUZ=3XFOcwdVh-@D4V=r`mkOYm57^rhG z4kOo5h%5zz)=vqeeIy~%SpiJvUZC@><-LWCq#!L1UNTIJVV2)Z%au5!sBai;B^sL! zM0K?WOMp^2a_UPy#3&~{`r$<>J_xlDMjE=8G2A&m4`+50CQt7FItu`@KX1yQnT~^* zB60{^b>QFXO7wRos`MZ#?cMsNFbuTKTv7n4frPh|zQwv&Wf36e8P!L7r~q_E|H-Q# zwjX2!+{swb%q$wzb=o9lph>oXNivmgj$PxkdeYgzCAI{JQkBBLBY>l@ZZA^zYXCUi zQ}#N9#W6$v&vOX0YadwjHt?xu0*tD0iTrqpc^`g@g3nJJDjpi9d?~2J>`Q1;(6ZPv zA#5>U_hcA4McMFIQ-HlYZsD=74r$uzbd*IsPzB<`C*3}vx49ndDj@`Sveab5YZstY z{#0nxL5|5a`KDo*zw;FKIwfS--vPt!L2zg^#In31L19Q-B~vhHk#Z94UFD_S2Q+;h z&|ZDa)(nB($nwWh?*j#nIQO=e2;%^m=!zd?n;?+;EsukF%iG%&sI5S2%4Y`(O%&3V z7(G5h07?6U^6e3qkXyhH7<80aP3&xR$xLkaY6mh`AFx3EwUaIo&-KU!KATDQFNFB5 zqAdH50IS>c9VsEAWh6xoM8(H#CxSrhC~FT~8O&{aSee>UO)F7DFbq8dsuEDXAmFt8 zzUE#yWL5epODvEC!VN_tm^2ggo5S@38r|GM=XEW_>jgzL>qW4%yX`4bQFy@T`+(?5 zYg*QndJriRN>;cfk<&_07GGl+^S$-l-7H}m|3_n|di80O*^>?mD%N(^1ciwU!tN~y!&1j>W z1K{LBp+H!AZUv8ZJ4F;=+CTJ2iJ_~?umwzWs~%Oux;CB_qLdhWwTIlrSpeg$hmJdl z(6E-UPOpoLV|8c&Jp72E;9QU6qYhwR<4DK(;J-V_-oi)vfQVigWxFBDd!W}TJ|jGM zZ~vTw#7Wfn`FUQn7?b$kF8wxd&guk=rW^%}gs7Cho#2kq8{{XY>Jmb5eh*U}rliKNk^Uxq#nSzmy|X*$x7e48N$2qFyB zGf6<`cG!+3F)|Z-SO~lc^;rLpv6@7;{ViM)<->sJ>=BWtJo zkw$)8+`_LWilZpQw8M&I_}x@H+E6o4S34bT`PN8vea=1&mA~zdp?J?~+~Y`a%mpsG z-j&cP^Kwpb0K(4jiaS1pd)LwL9=iZOKS2zSgS2`1+ww0Nve~~XZVh}iKMyB>3T{qX zYM|gIsm;Z1J=rjc7X%ewf#E+Kp95VjBsMc`{!!*-bNGSlH{eT|2qa}mK+0YXZ#!!2 zw^t7>gnEqFuYU6waqsX&@bo#)g4$GOJ9hs{fz!i?LO3i8|edDuY@yKAP#EZgHRFG?nZC3Qgb*uIi& zM6rD-e`tx&W=u^j8w8Ug%kA(@r0PW?`_^*R=;Zsc6Is&!taC0cllT*DG+GbZ?8MVs zCmM!}nkFlx?|%2Vkpn_$vE>y3H~lN2!@#Xt)n7NPg&YuweSyWRJ7#S-uL9KsLEWC? zXa^=x54_P)SC#v!3sl^0iRNN0tsBSJcD)?KZRZ0O4tLvv;~5;%8$heccl?EDn>Mc7 zhHcRb&-1i3o?^j=cOM}thvHtdO|w?jl(RoPCsX^zg+#J#=;)JX!uor&aJ83GfT)1i zKuNm~6F9m|XjUKxWwNupbozzzaBEf1u5AAi^;)m6ecluEeM^iDQntww+pPr!c8bd z04OJEVG8^X2R|oQ76I#RUGz>mco9AOwn>oPq`O!YJ$~Cd(xGeQCpN$^}`?s z4xPy0WUs-?ear9W3|Z(P^>$$2basA>bpR5B(Qw%&OYe`v z?NJz{(?BSVp}JBtZyWqx4O(g_dhG(yYx&%Jnu(@z8cKhn;?cH_%^#J&asyS_a2pVn zrX+wJg_4h*wPxm!9ERd*P~Vmi4=W$Ya9A0EV&$Rb2U;AXt~R_Nlj|t980`b1@v~&@ z%Tz{d4~lWKeYq3h?K&lyMUIaSkEg7f8NQ!`n@TF&h2BfJk&c#d_lNxL*{oFw3fOYF ze6&+7|F3B14sEmQlzBC$)7qrt*h~Cz5ZXy(QL2OTUa(=v5>N@KQ|MXHbX!>Y-As_) zH)lltX8|&({9%S<1e3&@i1H8PPtr4$#vGVWT2F#yEuzed(tcdyfiHZfPt^6vpe7US6->^Luc+paM=F(OjrquF{ zPRaGSz>}t~DAPQNXkf&DCUOGJW_~9{eQ@HAL>3+W`g@MQbJTzSLaPHUQ%y72KD(jO ziM5VEYJZ}_UQDaD4sbxo&-fT(mO#voukVE?8foJE0NB6-^}xL_00)@_0)tS;+RhuI z(Om>OFDcuvH4occHPSmM_J8s`H?cbtCzEAq(x0afVLtqa8(otzlVDTi((GymUC|Ro%^MH60(5Y5GTSEt+v+0H%RYL zsKRt7eKxH89sPDoj`rcaGOn8`DO{g(F$s!!QMcms^U<1?-A$b}Y}cPlP2z$yBJW0U~zrvQT8G(g&G)hR)P%N2D>ihTzH6I$6oiro(Qzf}~V$Cqdg1c>dZ z)lw$`6G(TLowRDauw=5xoB3Q?;QJe7x)i8gqf`$}pJy(zLP^fy%1ONg z!X?0>*Cht>6MzGA{831D<^(D9m z%W6>4E`UQ{HkJlC>_L#bv!H#fHmP??5%1@zCme%7LQtp$@MlIXwL2R;c`R@bW%xON z$uP2h2#rhtIBN$6weV(FZmB`s7?C!EQ{VzANMmhU>1bVkG|o&6Ev!fpa6L+4)cthR z>zCAlj26U2;?MGEVjampDrb`v58JCB9Bo$z;wq`UZ`fsk54?T=4dId&vB1}032ffo zs926o3Ockmy&Pe?-Ca~F4FKq%6(J?CkVNTUIS(cVoo%l zuL3|ZAm7L^EcoP4(T&5`FzlUTAg;&k{nj2g(&J4J3L+Br*&JvVp5zZ3Sk)POF>VtO zi^qRN)x!%_WK%hWPdd8>NxT#zxF5ib6B#!gsQjU>ziWzS z26&||gGNctCCz0gJ@9PdXv;6CR$$k{c3a?gKVtvJD*>=hl7dynXRO!D$l-ItkmMJz z*77V5LO(8x5nYCQ>z{OkR#!r^Pz?zsfb+fu^v(*<1m4)K&(#jJncEyF33*B(d_BGz z2kCJnC|^stkNMBu`B9V;eNPx8?=(EcpPpve|6iN zOM#AZqhv@2+@2wjBj*A#U>H~ZDO3A-#6+wGkh~D)s_RhAqO+k*{f@6m`Qh!~N)D`9 zAUG}!g32cV+T#Zrk{LtH!W5Mt0uxM5j2O3gcuRh~vgJAazH&sQ^Wc0W+|c|7xj+z7 z46AU7k8CBamx(zn2x`iU>GLryE@JNpKtc{3`1bwtbKT>^?LaRQ=h@>ntmseW`pb` zu0K9=0*^WYLfc)DJis!l184G)l+rf?4%W6WY!80BIx-qKtB5{hrn4IwqiRh$+IB8= z@*5*ZKbiTg)lg@1j?~jn50L->31Wl*us3xe%qDKy~S3QSXs2{L9gNE#_plm2i z9|HDXnle}I=v;Z@1`0S5IrgAnq2L$|pWH(BCIHA8aj!;qMi#Bh^rpka4k8DYzbQD; z;P%=O&M(aYE*R|iJ#Yx%I0&A6fmgpb(-t#PG7;bl4)~*Y5&)S>$x7A!_>fJzKP2|x zV73V$;}CfDCs1`M$B3`)exNu(|C5@{@#*z}lcF;~HW>^<(W}6KSHWp|4;moA1iZ!l zySYPEAirm~Rt}zeRsg88wE%=tpDZ}Vi;e&6?#%~chd<&haMZU_pA>{A)$6bB68H8* zn}F^{%Yy`0jL7O9FTiSZLAXPGLv?vR7dQy9<&XJ5AYcta6uQ2QMYPsRr{Tkp6^c>^ zn&fNYfeqWJykV@jPQ6gOdd?khq0w-E@0v?4d< zh^#)_f&1^6Uvto+1upX=9e%kWcr!p+z3y?e9;f^LlP7K&R2^FdDAPRv+t42jNy8OV z?BCWSeWf*^#sy1;z_@AzaOJBpe?=UikTZRp>o7W|dUbyvW)X~iP7PC=kXUEjp#t3A-gkadnAaQ&f4f1xyZZt@0aH)FOrkJ&_cQ)h$dioK=q9B?eq35 zri$${vi-$nR-U-td&l3a3=Gx{aGAA+tRZf)Gst2s-t*YahqCB5C4tQFqt!$`kf3jj z+q+K@kS>zJ`|EoJf>5MQz4>|l{lHk+O>-R68&1c}iPM|L^BQsmeotZNHBg)G3JZtP zD>I3RiP4jh2^zM?Dy~g7S|rjxO!5Y7(UkAs9|7AaIn^9dy>y)k?l92MoHXDR*62)i zp?*)@6otZOPId9+jO%x*wOMC;67-RInZDnL&Zy)B_Nk{0k5!UB8DwZeMG9#T=KzKe z%2V&ATOvcg+YAXJAR=SK`|C#~n9PcluDUHf?f&YHv7(bhhMQRy!(3s!$9f;r4;(~f zcN#Ft7T8-OfZ;mNeTXOkeGH>^V?BWsVgU-^_=Qjb5BDXItoB5?-aTy`ONFQLEnHf~ z&+_8#w$Dzr>6+faGLTMbN2!?jy=Wg5(h|UlnyKL6j(4DOp13htI_AkXtz-zbzjQ3G z6U?ym^{Jbpj`)ma)Olp+9ayX}97Dy@E~EW zjpK+L{&*PXbHC>Sil_ADi{n55?pTfAgGz&1ML0Clsi0_B=D3;wNU6H#@*PPh$xo56 zr%x%6ko5y{21JL^n%w!_v~ULl3szd*9U(Ga?`$efFuINyh+c9fRI}QB_`)NAuYLo^ zo#+|71w9v%ku3Vb)z#HZ8YS_#^h&8(mCk4vFUl$?gl?^jW&;P=Fi~MkdYUkVLy|o) zr6g;A&~pATfB2%hc(`p^p{0w$ zw5-ww5_JIT6d`0c&3UZ);DH}T!vk3ZgCGFTO94u+QmOS6Z`=Lt%kbnHd}e_Lwu-|X z=xIuu_QTR1VY3_8NyOjdQVeh@UuC5DZiT4)JWnMZAPrAI5giQ!L($f@;9-h%=G~WQ zHDzv=y*y z|M_+W;O%CWnwE*I(|0oo+Rd72u$xDnxMA*wZx|;%uYOizO-}r^$ZWI#uK18F z6_uQ>oZa+7Cl>|;Y0(%!7@(X)M=ap3p_-@ny0TT~lx09bj6lBF6#d+up0?bP>ux(c zsS&ya?v*5qdVA|ES~by66G&O-^)U$9zkw7j_3hhhk&hSvOBxLwJ>N4DwKaf*?<23% zT3>r4t6>i~+bL3YdR3dLED*kugLWZW8}pVSP#@DQ{rFG{rSI-TWSXwB)tDH1pYY2+ zN}kdS^@HMuLW$*LD#`E%LPA2^Hq(AZW`oJV7}E3d@|xTC1N~M6B=hqqD1%eiqS#EP zt+Y-X@1mn5uvw+6)?ji(R#H?^8^teQAfKNfL|x(jB|xD5cA&RwK&Hw3yOTK3quKSF zuCf_--UBB18#uj&uTAoF9fQmvhZd0HUW!D8gvX@n;++T{X3;~fzpYdqQ{`Jqi7TMG zBQYc*l$BzdUBoLSIp zuyq8K=j!Fl@8jdi0@pj;PSKf9>dm{yaqt>p_not^YyH@J?Tcr=bI!ZQ823Fb<#9>AtbK+IhV6rmjK%j);t^88(^M%K{BycB z)8yR6i%(pr*kjq0Q`)YDZXy|shsbdIz6|KfOjzCOaB*|VC^57uj9cct>c5M-$({O2 z6ZD1I*jHKDA)mY9YmeQ19r?K%%By&ATc&46YZYVUBC_-j9U+;zoFq~gJ^ouM`?pWL zO@Ga#QZ;>AZR^(8z9(xQu(8`J7o|Um2fY<2=2(EDH!?!PFV=2qgt*)4Rv%YR&CIY0 z3bxc7%r)!vx_RqXx@O5*5m2D&84<%Iewou3!mIA!CO)}i{QdiW&kX-z#)7yH+Ba$_ zPars)ML>Bq-t##-uU1o~TBz=ikfi&pdI{OIGm%YWC{#S8OnvC+Yd{+kn_sgl8>Wm|1c;~Z z(?Y5{IF5N><-(zuaZM{~*R($kU}Z2!j0n`!eNE4``1VzL?sXpNu8cy3#>(`yVd2PQ zQTq$<*t5l!e$4VGdNz@A52i`PCFA!pUZoQexbaN{>p3H?PPf5mh21ZHpT$7u!h9x_ zI=E?9^h@1nd<`mn+4;0xTwGFi`>si>;<6YxpRQkjBK!K621KZVbg|J!U{(V{)uNXp ztI-C@a`2#nkmZn%wIvw)_hH9Y;}UTU@dA5#hGyC;w}g56*~5x&YuAb`*d5KxcK`PX zNoFNQM6BJ{d6;Z7nh&e3f0$enPg8$nQ~0T&-<#QzX_5qlv1zW%Vz|R7Tes$M3~Fx{ zLBR{i-bO}8QyYW$O^l0Ez@REY7BnTF#^}Z~%$r&d6eq&N!y{`VQ9VBvTuAu}eV_+V zi9*}5c7>VlR2i%wM!VeWYNG%tYZ@{qj{8Itj(be#mKhQgm8x^kT3C%@JLm1&ve)X< zEFE5h+s3Y(a$Hxb8QXvX;X;s`okVt?dI8)_BPLG{PGKYBk*D=mJYwbhaOLgOl2CHq zVKv-;d%X<9W@7_ZM#dA2{_EDSe|K-o-cLh8`EOTk*d7kxIqvv<^8elXBwb$!?w~Su zRTfAIu8WfT_A7=u~#x1cgP+6Dp zpetwFNV+*>U1r}t96>YK$%*#JIj~8sBE&edco4xe(~r`eNu21c(MrMavtu1e=j#nOXoOn5%4mZZ5Ab!xyHR2}ed)`lZX*`wRZNpTl!tTa;Oj7FvS^I_Mz zE0|Av?Ze{_!6BHeX4_s~`10k;cj2cgB2IZ8MPcG*`yLXa1Pm&S27g}R$End~E=3|L z+^|(6?${O!9wydCn`o)vLTy)NzW4{+5p(06UxMS@k%>h*85~h&d)WMJ0J^*i@BI%^ zB9PlQ&mRnH27N}6$=1crZ$JAH2N}qvb+^hb0|O|}@N8lOidJd*os?lf!qZZt|@>y;Dw8K6Q}>FAm~$7W2M zQ8k1ea~^O@T2I6M!>yTZ^pL}>RWAR9Q>X6PObo<8fmE7aX!`MJ^@ST_2i*& zVo`|pnA7q-=%&{2hOIH{`WGp*)Jq_9R|J$~J~g7V<6=N^^#BDSNX}*C<0(U3I=M1g!D}Or z*?Usws~_>KQ&}UxpOQA9vov(I&Z;hW0KQY)Gfs=uyoRo>zd%(LH^p5dZ(w9B?Rc24 zml$xdde*Ql>-mPZc}X&zmch5roU26jR<7NeJQ(0qLtW;l;SkeX9~Flv$f6kQ!x>%BC2rAi5#h*r5|Kbf7?+R?tl5xn_xRfqB^|>ZKM@lzaRyzQEB$;VqFC z8iT2kZi#OK#-so@b#fwGO~dBITF^!<7Yj`(sp@S%ze%rl;FtH`RMD2komyTMp8|K; zbeMx{c;lu`nYK>@XpGcy%w+8@HKUw9X!cd6wFimE;QH)WY1KTWyjSOceCahFrnnBH zya{>{eb<2YexvS6&yt^sS6ls&0A=IvuxS?g$SPXr*8pAM+%qK(2d<{(P>n|A+)|5K zmWqk0****sRKa47>PRHs!8ix%JdoteLF+o)#K%txCE;AG;4UD&Niq+8Vt-PqNmF;+ zFno5Cu6g1CRPe>iChY(R{rG--LoMbs_y~-e$V>AZw?$(W{iy1bD-U$Eor056%(XD; zt_m3KseHWm-(XYxZ~rL<$WRPi8S@Vpadw=W{2nmOTenwW4Pu<~g^83R5n7+AD;KLm zbU+ix!j2ztX`NWPa^+O4ehaCTVqR&{?>fWpCWLsW^}k6v((E?0L6OOl@2B5Ii1_&8 zSwD$Wa7sdmwPT-FvBf5s+vF$FiqWNVE<~%?QF>YovDHstaa%nRF3Uq1NDOxIMrEG~YuM|^E= z{L=stzKcamA|wOkpz&`+>SZLOyPj1sHXPYxtKOIDpeSl}s~5#-X0#+?<+l(5Nz>}l zm1(&A#`!|w%t@81R})G7F*mIrv$`SSNhY8t6ed8!jdEXof;LzYAe2#ijv_pj@0zz& zZYfQBkv$07PQ-)rilE`qeWl*BpM)cHa#}~+=-s(AKD>0Zp7Xi=PuO+sas{VPhUNV_ zFCf`kW$uKgHh6c2-PE1V%Sn zChTZSfqkyCey<>jP5Mi;D7hz{rrYnJQuW%GS8@8S-S0iBs@lV2>k}~d8VS?WwUjKc za!)qHZ#@FP4%b*w!?J_l`0@YlBi*k9F68Tkvg;mq-EK4geD*INS)q+||1DA<_V>_@ z5wuVKc!LT+&U)yd(~a8&kp`V5kaCpE2!T&EOI)n|eG^G}$zM3<`ict=rynXAbr`tP zOw<%AW?20@M zS()@Mo?XmQsu6RmzbaqI)_=&Zdup^%Vd(qGUpL#}NB|dcZ&{S$qiKaKm|(PT-@eVc z+I4q!ZqCTmm+|cO4fLX_n8y_Be46x!)D}NfgAcVgHD4&Wl*z7Zn%Zac{P>YyH{yy6 zRlgY^DoB^kVzLS#f3OG&PYy5buC3i3^Zdl@aT00a{958~ze89NbPIaMS=g!LO4Ae` z$Re!#`ezg+z_bVF7M&`tPeDin||r<*j38tL8Lc{8PU(RKEgi;wl}; zSLz_rq1?Vb77mf|H5Ch9sP-<&)n9Q)oYZAFvFP0HBG%c;i#5(B@waN)yh{i_CqX@_e@Vk(Dgvm7 zy+jafQqg^D-P|<`+KTcNQ_Z7bEK?Dkk?a^J8Olvb z%HHX=5J~3~B%L;ARidp8_?k6y@|91&51BNQX~-~AG3uB#*i6mJXZ7u(2zn=<(|64Y z*iIM{VpkaA)k*pAQ_KRgyRn$KuYMk3;}sWKN;V=sv_Rd5+zTT z0Z8X_Q1K6CeNt;He%wY)EEoTx9=^-yLM}MUnPt9vNT!R6wAB?@ioNLhXn{D#4HY?g z-@VjXuYXz6@0c)+KjL!lUa|(>1$=_-eJZxL0z-Vl3A|}oAyHL%0s3|yP7P6!Z$-;< z9OiN|Oga-W`szw;h{zexyo^$hqfwpDUTP#TCM2wFqJXC=}mrQHR;AIq`fks~B=pQT->|i5os#%z4n@ z{RtJxFMTA>DxkJ~i5dIWg-QNO7G@=#+R-lmbOI+}qi9I%_a@CiDLyaM_Tp(`pMEvReP ztofcnmrp8&4sj7)ZPmN#Cx%5QU3sr}PiFYLr!T}@=ngT9PksedW7BhXm5iot8t;9l zy)HTuNDnmaL`jacK;~v`yImJ55Q~%=`aw_Km;9sgYu?dWfA$Ot`Y34Ybp&CN|h z4=*M#kJ8^3K%>Xi9r*!_`o5PB?wGhrGSkgklq96XyozWf#>z*=GyErbS)-+`aoEJEaBxk!Ix2IwLomx&ZC96gn2d*dhpS8n7>T727snspqu}Jy8K%79gl+ zqOEI*9Ozp28A4%pCPX+}&EoBV^TbASO&pS!`HL~7(r*DfOtJ{{0UwdX?;KPX^xv(gcVnzA)Yg3!p*C~&7Y`N4r6w0XwmG5xuCRxMWpNeB})pQ0A&rtp)`ALi5-FLkKsG_q*D7s z$+01(%0biedR4H{IcQhXH6FORrSViigTZ#)Sl1QZPqr0a3=(-~7Z880w4}vsC?%3; zfD>Qwgi_rOle{ouE<(q!>DyMq)9Z>zkJ7scz`fd>lV`}UmK-MK>LIa2QX~ae|LjZR zyU&~j&r1%*jpS|5pM9)#r~Rx9m4=?=#SE}n4|WR3!D_Ci=6tf9aLl*pd&dl-`V1!G z$pcyyg=97YueN6zT;&UZhQcTT#Q(ligIPYJ|qs<&~~zyXcH zHM%KlQw#my*@n-4$~scC z@IR7bkXab}T{_5*l;6COfxnTK7Mn|}oi4!hFyq6W z8kobEj6}goB3E~nGAhx*J}b~cd3X{z5lgrNJ)*^~da3rIm6qKZ# z@}%>k?g>OPpY=!n?II=-?2!&7a#v*MR+g=mkd&bUUV*HsRasM)rWlF;{-)3-Weo=h zhiNn`Kf-%&D?)ksFT`az((!1VFzm@;wtejMcXL&jyCySx4RSrSu`aiQc1< zjC_+$QC^b{RlqlV>seK^Ob6Io^-_0sA(b1r=7uMBTyx9rPXeaN6T7QG0u3blA&Fn9 z=ab3%8Nk_#Pv+Z2ZL*qniFla zI=&|lR_+VjYdO@$=f=bHmY~Ur+#hos)&j(x1RIb5Lb3JwXd|llcgdHIK>{WGVi%#q z;_l>0t;1PbROWVV|MbdxnfnSI2<+aWh3^@N<<Ww=+n)@qP zob&Yb%*+=9=*>OjO{9=0{F~V)9cRCv3X(AK zYUB2<66S#pu{u;tDbD;DYS0^_=}|x8-)>(MB4j^h%MKjp++Ctq%%I zq`h~~LUNH~`tfG)I3+pxQ^V$zX4T!mFdSna>IR&ocpcEJ&3J$(wLw!aaW3ZW)QAZ4 zhf^}Te7Qu!wL-p)c~A`^mm=d2poSNoZmvFfGBxBf7Idv>u!-fCq84*8Mlno->@PCtl2j}tp{b#+HUZF-b5w; z%y5mlL;lmB5Wy~{(Qh9}Dq)Hm5giJs<`P6uvMrP zyQGRdpBTb=E)+WCgAe2s6D!Q}yGknMK~6zM

(eJ-SIP(FODlmt14ibFy+85`Kv% zcCM+YI$;Y7nMQh`2*J;$(Kn=U!4LC`^hX|YzaEG5)A>=HX(bBwiCH;?;z09W*QNNa z#Gj+H`mhv*_~pKL=%rVmAACYW#bVmI$SizD{t%kj5gtN6yWL08dV(weTvE#a`;JW+ z@b%~Ghqn3^s>b@;@LF~MKjQMu{3`G5E0(E9MtF(8kGe$p3v{}?sCH9~xn{ZWedUT3 zR{oDjUhj^@1g;I6O_kUhnK)dVS)yQo`%JT9NN8!PPcLh47ut)0dC z4umw3h*^%S72GD3R+w7i9$S9#^)~^!%dS=^55z3Jon_(pkquWai2VM;DNuW2`ikQF zSWmf5%R$BzZ(_x!~2$tr|}tw>|@>4@D) z;*JKjNC>A&+pqBJX4qRde_DBPAlPx?r&)a{SXTi#(twxy(xpqUlHC_rvuV>gQ`6+x z*;(?@L$##xf{?`%Z^GJ?j9Z@ZJ=1H}3~@YIcp@$Sml$No^~nGx6xBl!l4d!qj(9K0 z_;;-l6H~|TwiF##Urvogye!uX>W1$kPbXq#GR8YAwo2t`kko;HkX=l50h$_)`{rK} z7!k|x|KieJAFae2{F8Usd!(6ACoEsR@iLHzicqlyjfzwZc&Ya1IyOH)Ujd20NKbVf z@~FYKYh!L5Cd zTdyV_9-MjKzI}-X&;-0kwWWPC4Op2hq!ABtGcOgdBJgA&po$2)MyIH3N0EIJ3O1zX zNo91llEf_h{1Q@{Ab;4}Aq*;RCl z;}L<{`6Q9ZTtGpZqWS@Y^%cp zStzN}NqP|_Glc2&Tg*O*Jf_#AIWNnURGJyr_485>^*&+a>Z(gn;inb0k|FYCwUD=L zG-wpJ%-s~Qrixq;18P(r(D0n#%=>neXgqzRMOqiZK+r9wFi88{QK!K5Q%zK(W-o*T z-^`o;^mC>fpzxEP;{^dGahI)uhps-QEp1vdfbk^?pu{P5UPv{2w&wL(Y7RraCk#J! z@skk$EX8yQ)P(2p!#W2Aqcc}KYP(vGc(w(;`?%rPmpXw=O}zrcb(yG{FbUz^Q}J~| zZWv_|Kwt$wC0Ld_TL?uBQW=a%YoZP9V*K~Ae%A*|!Uj%Mzy{`q=--2X%kba7_H*3~ zZKv5Uf?7w03bI=O4F>3N1gy3Q%3&CzkQ=?-w;Sz^#K;9;C$+TB88|#b6b_EwqU=i+ zDJhSYI1%hU!OOQMPkL-$?{DnN95Q_5?BJ~LPgkFXLi6?OQxN=}fl&7im_(yP4JkSj zfPzJg$CR$Q>b2(ZaKPVMcdX>ejLG7p}8V(K~-$2SvKQWpmmT& zIV6wjLNWWAPVQ>u!-tF5Eda^^BK5%}0+pe;`D5sHFdzAR`sA&Y&O-0nf5lREIXQVR zt75t?)d;1Hio>C&IrdR4nl9bdiM?w5zjRdqTk&>gKPKy)0~tag4%9yiAW(C}CKS1e zXrg-E*(oO5IX8Dqx2Fk;(RBF7+$wNil!{?TLFuoYo0pxj9%{=biYOglMPg!Omp$Wz zCeDy@+csjLM~V6;QXJ_Aed1c&C7gcijb}E`YPYILdI~Q@JJ$$xa0b)O;IOO9Z6z|YXat2~+i_;}UD4EH}z&U-OLwrs= zyXi>kZaEj>Cl|PyTt~sgz~QqgC0nfy#Ld@x6Q&uV!$}~U2y?|8I{r||12E-&p?pc# zx&$hMmbuqdZ0DZ3USGQS`H^fjkOVPufkWfPvDs;bRF2QJ;*&_X^VPEmC>R8$R3 zmYJ2jk*7RA`6i)tN(ROPwjz5VK1IcNWGN{EA(?;;Zhg^}$(a0hbuPCo>4NQAoX31f_BY&gZBL`nsn2JZh@^)F~9Ox1}5A2sW0j9B}CR*^D4*NPx-=C zKxtRrJh_2c2#w?N3zCa!AfbGYp^!DDRaNOtdm*(20^A6}0FsJ`rb?pWj4-LJt6B_c zY+4|hNF`YR0h^1kB!?eU;j!klCa&e)?6*V*TmK?FC#)1uc*EX@!h3jj^h-Ifi6gq( zFsrfYK!xxO#xxp0Gnw&VL8rGwDF2INHZ;`Ax!T&WBP>a`IAx)GMwo;~kL;&PIGdr%5%*-Rg#H#jJxc? zgEcMiab2QBOUb``_z(Z>mqecQt6y^Zzx|ST&@cI8fmlM1+Ve2K<}OwimNS6VP=pi? z-km~wgU*hdL`M%02}s7}FJF#M(XGA`+WcJ089EE?+NpIUjOK6=4IHJO>e)D0_DQJ_ z`3U!ChFr}&k#DJQUHGNqY`n>>rM)cKvctNJBkA(8=McC`=p_ct6=G`F2JFGGuSk*9 z<3pE@Wk7Ue;~zk}W+U44j348IxrYcQ`3btEm1tLfbE4X0-2F=_w4uV-f_tg|l$Nf0 zfU*`p=X0yk>m(IyWWVXJ=RDM7Nfvtzxs>Z78tTFleqNU%4Jse&CO48Rnv5r$#xd~f zR8R=Bq|q9?mizEM^4(zYD>YQzQ~@!E*@vQ~!2;JyIZFIJ+M$}((hFiR3neALTC%JF zy3WyjeM47lYgCPMjB5X-iTCJtj6uI+=`Sih?g%m2?tPRrJsOi+HxD5F=Qr=ptY1gX z5sle@DCz4>s0EIZpw>5=sv<2C&;)={PtDPLN9mXmSFe23n+ngtUzxtak!D;#Mc9S} zf$rek7`75^s%k{i9H(T+@%3XTdk%^A1-iw^^ah7jqn;Pf&Fq|H?5|(djbheB@&GzIeWxin1Ca#>G(n_^f@^V6G}gm?X6F7>9dnfMLIQ; z?ac#y%F}JkoSTe^c28q+V8sM^4SXqfE3+IEvNkjl@|)j~Cy}u&xl!m!9O>SVx*!Ed zC`B6WJlGk{PbC-7wZ8q`J`=z|U0vsjJ$MfsU8G99kwooq!M*L(9QCk2)SNs#^(?gb4kZCMpMF_l%F?`Sbpz?zC|zM;QC8 z=}2-V-yYzGne6N`D5-wJ#v*v4q<=D{{oAO-Q+9dVSB(sbyG=XS&5A8qvSeXlwdswT zUz2hN+E@BhD()!yZh2oP=8+V${)!_ze@3c03NAl@|pH zy}CQ&AjwGg&HZp;Wre~Ew@u5)gxN1jgbgGW&U-=cQ3=no zivY%LRWbZc73EWJzBA9c=bGa8p=LS6e*O;0xN3w&bWqJjiPhgpQRU6KKRywWKp`ZN z7A-r!=B^3Zt|u!EnSEkn(~^>sI$q4pOzNOYmWx$jzQ2P%QDT7Kq{GLgVCn>NzHT|& z?Ihtnyv%Ymz;Y+;xMq$_BwcLp+d!QX6xAo3fiB7J(_t_q@e6ldTPwqqYSJc2U9pzG zkCorJvwn4&?r{}s1}VvzjqV{^?u9Qqu~rA-gZB>=+_v+^`k-Nw=o-uhUc`nvjv{>) z%8zMjm#xg7(QpCBMj60obm4#Z$qs`y>BRP&xJ{S4lN-E>#4_wxpM)*TE!}%31+9{2 zP}DMjBEJS!w@d+~xwbSf+!x?pb5pP*xJR)vVD$g36DDdPt* z;1x>`6u76+=rDfmeIlkmeHtF-grLhMJf8GfN-dsc5N_t`v#Tp2`ZLFtCTy#dBQJ9` z`29`Ed}qo0hw(s0xD6WE&Zb+B>du95k4vSX8_LDz^V8||JNP7_BV<6(`{d5e{*qK5 zuaf}rIprV@A4-FX1l2qXdHOdaFWC2;wsZW;IigF&6MX+Ev^{mBoh%TV|I>B2s&jLw zV?K3tJu3t%tA@!dEChHKfByL%uM~1V68>Scz)B{cW`1Kh2l|X{`@ST#y;+?$*4pF6 z_K|ghb|)|K6Wx7Lz;-G}^hwF`pwlkLzyH@F;bUJmV#@XY*v(WT zHfHvd=V1~n(71#j$$;S=*U%7tI#hH{tCaOz;wfmW=xaw;k}O#qh>fMe#y&FSJzk@l z6S?WD-_o<)?_a52&onXX6-ZgTjoF8Jry^S=x-xdc*HTy7+1p28BkR)i<&83RDyho- zI75Fxm~H7TqI}RbKI;`p2f(*@Y5d^;dK->)kCnttJ5i0B?1}N(mpuI8E6t5lEEnTt zbf?;K%q0LB?7mOVK(5GUJCX{-(cV%S*j1=%l_d#VU$XQV;mvNro3Ykg_&*kQ6sLbv zYhUPlu$;W*mwQoXat)XI<5CwnUT|^^oY?rVcU{l~-G+QZ&iZkkhy2UQ@7f8yc5;dB zrUDK_DI2GvL?1AyjT{fTU7JCc=dtX>IvwaFJ%JTUKqp79HPo6ZjV85y1gSkUIov<# z7b8@IRgY$E(D(y(-etFxsVea4u*Z`1EG*kZM2r5ob9=K$1E^{?Q#9s%SpN8QMvo@ZsF?879x@6e(13$m38 zAKAcnaenkLef>|rk;Pdges;3Dt@-75`7aiQ|3CmygsM@+tX z^RBngPBvP4Rl~vDJUaiqG2P%?eje&C8#REl-FP+f`6q3cKjOnjGE-TeojW<>xy>() zCJ2gj&);$u{Pdtp@Ls5i8Rv0nYWxJuviQ7pGOtbFh$Zwqmwm@opPhpCM`~*ZWi_}X z&gdp+;?IT=-kj(aMQ61Ny3iS;q(iA39Ub#$;MgkwQiUTba+`iQoIijWU!EAq^coZw zD^OkCCx0AJ(MlXpj??EO6!O%3or#SSLmiG!_Rd|e;wP`HZM+rTycI@u&wq&kgQjt! zp$=B{T;c1%6Z3-RQnfWh>e4CUQpUemh1l3|Cz+h#%xg&6#uDif-Qe;Y92Isa09v-0 zLLm?i_S1_)O;7-jtt|gD4dcKj)vw&QDbPPBSvmO#eYW{zfxB6Iv;{f8Z|G{-RAxA` z&0I^boq5%!+FYR^`dl-nNhf~ip{q)@HGLP(r9_^+^m{o3EyJdkqkxWRPC!icxuRCz zo_wzKleV+7Tl8GPI#-CXd=VhDywGbT0L`&+<)7|(bHNg7-r~vcW(hItf`)mA_BR^0 zzyFxHz2n5EvIpJzUk!=WCX4;B)YYJ>?hTUN6s%7;bKM`=m(f#J6b#FqRG0RvyHJ9i zJW4oIg^vc15RKq*p1zv_Et80S;V6Wz4R?rSgM9umB{F?S0aMr_0Bw7TIXW~aUt0b@ zY}AwkBH~o35pA!@F_qI#&waAm%p0@^_PvE-SJd&U>PHF0ntac+mzH;E>5UDHNu_r` z7)!bk=fB74a5Qnle|+zX0AqJ;a!3ubU$=eIA*zIQzVnDL)KO7GJ0Us>+Ih(IFld2& z7!IlTKU^eN-Weqh_1u`fYNAzwkpIzVuZ?ipQ29=%3JlbK(7-8BE?N@;`74#{ z|A=mfs6IT6)S@`CH-9&ZD_2pj zSN?e;zaMSJE$ar>HJzA(9L~%fj_4Z@*N$%K_JR^UKODBn67UGwia8|8pHm{3G zz-;>FMib+Q(_YMq+?K~8L~utwJYOPEqV@8C(1AzN@k{!~f>?qk=<8FvS`;45Hmj#9 zafvUvA+z+^ofN=oXAtbV7pnn@$hBIr=c#t?j4xKsG7Wo&c7pl&8I$}F*+2KUkyu5b z{Be~4?CI)inDOW^nS> zje4EAki9k*3YAIW7v0@{n}G#DCbviCB=tvm>45Icm;h1NV9!g`3t${$3E#&ZrM!!{PBKXgV1%RXs(kY$G#f>a;;C zd=-oG;WtrlMpuvzyNVJBrJ}=s6y#{tRDEZ*wEPxhB!{8Wu*m5Qdf}M8!EFV1Ki51i z{nz+sC-TEqId$|&2yMfFgf-_mT?0yBi)54sXi# ze;@luyTa!*NW$X(VF?XGLgIY%hZ6VFc4h?TJ>m`i*O;fztsNQP@!chX!H)8uEP}se1JJc?~!oAQBGJE=97?zrmkz#{}K`)jW}kl*}F? z`T46)5K=Oy<*@JNTRGXeVPvL38-f{FGwI)?-U?FinY^x-{?o`%9pe2x2?+N;g}OeLy<`33-Tjk08&>ngcAt|waPoxhCbteE zD_sq*x0*@)f;MuTj~UxURUBG#G-@4MvutwsW4U>7u4_xQRHtxMFpy?jplpH|N!f!U` z3tf$n$++5eV$MAU<(&j@?7SUI^8ab87jNP286CENDuH91>RzDuY6pMqc-HB$CVf6! zDeaLU*-`D@ND-S1ll&36lqHS1>^maK&Mzxnt8>K}JK_ygt{jBZn3@)@N$RJ~zWNMg4D_6n6V&I{E*3i&?G1T`+CDV3bZopa|Ie)XTMkx|FEy>;jGf7#;pP8) zv*(${{G`FRY&)M&jd?NN%~ddjEkvNJS`2i9WwW~qjhhnmY#Zk!&lHZ{O?N>idwcCR zb|2-wzPB#um-WEAI;Sx>4Gy&bBo`#H^;a}o-#t2tVUCq>9?W&QmL~R@twb$CYXW~q zJzj?YWc>KL?H^_DjeA6)vFA#niB{iBM(TrV^b{BNI62wle$N;#mO2GAGtXv6zHo@N zrq)EsMP8Kp={|no=PyJSu-@U0JBv1g@nB==(l{6EzPT%4FnysN5Xp8SO#E-9&8z`D zXqsOK$}IP;FO@IFEc$Nss`pbcpF8CDuP&jS)pv#bikDOeE-(d&*k%x~JWjuLbswsb zdnl+dyc)``(@k4!vr1WRrW-cPL7UQ*oC$QH64_ukMpAp@VG0%U{Zed1FvR4!<}`ip z0o0`G*4>o)?K$bjUC9)j>lo0c!BG=syt?Qwb-Hh1`;E3oUueC1#;{G7jhS70Vi9 zF3?QnMR(Cp<=8JVBu*o1H!|7fmDQ0%#8mRTzwUEXdh57h<940y`pIi5zw>+|PNF|6 z=TszK#_Es;7@qcJRTvW55j0Lope)hBevjY{4w1&v`jv@P6^{q?FmZ2sC7H%}8p1dlo&WE|5G3Sy(92OeiK6|LHK4TR@U63Wm zL}(1!@~q_{1=`$0cM{_?0s4AlOvAmLb?$$L_(&qezvnlebrJ+A$6729uz1!`!4Z<$fidDgO=e+=`NY7PckK^C|kDHjB&8q#0v)^pJhTp>BD}Kxa2k5AX64+ubf@nQ25kxOmdZec}eB3{)V_I|sNl`{PIlj6U$LCs5#xUJr@P5bejBhdW_NwA z4myY75zKwIa32xSNO`d-a|10Rscy78siCe35 zJw^jZ5DidO^O=Utd(fWdMQEDK4v02?L;s{7hCrODi#$8?S+n4u-R|F#7E>r2#NM*m zv@<81XJtcebUGj14b4v~9Hl0HgB&7pXa*69mkt-C?epKWIRn^2K+7DOarPlQCuhe? z>ujzd$_iK|C`;ab!8@!#)1EZOo#g1L30C1;;GB)GU2hF_<}b^RM|~ef7jqsR>Qm@Z9UoGBTgBoNQ^t*gL8fp9@Um*y zN3K5$&T~Ym=OXv26-bqU{#!vBL6bWh(@wn;o92W{96Au6EpWxxOuf{}r; z)&q@K5@_QLb@veXr`c>aWr5v99jD_x08i92a<*%Y?~p`kZ}As zFq193jTu}p@XIIWzva5AWSywxn@x*;$2uAEJIf-b^`iocqR+H~^NU(_M8tv%gZ=Rs zH!B`&vAII~=Zvqvp?=pLh&Qp>>pspWoucbKpYIkGmbwTjWWaEZxc&GENWtkutp>9e zReVG0_%Rpl4M$yckbywys&xlBobPGm!VJKzpPqck0Tc8?*Z(Ozo81j@!Zj$~WQRFM zzkm14G4HPc?h)$l^XHb3$>Ufq)miD>fh!S9Y+-4SWP8WuIBjg)dm%Oc+@~l)<6lIJ zupx9|D4pj)!h%(47ZK^5dY7)z%E&CV`%RM>X({j?(7)R?t#uhQA)Tty?uBF z^;3U8D;gwIF1}cXg8H?*k^i3-P)3x_1D_HiV1^v$bJYZ;Ri6}ds2uPciypn7x$%Yr zkvIFn0yyNe+usm)-wx_){LQaDax30NNd>&D%bH#N%LKw@_(0p~qyM=;WdQJ&*MUnf z53JsG!fo5ghZoBUT2wNKkG;wwo^Yvu%g1jx!Vsq(-l6T3RBKZGQ6|-U$e}>=cHPPj zkB)KC)GpJn#1we4bGRrR4^Ofp0cL&uT`b9Si`aako`JpUsX#mRs^4WxAioI*_)5>8 zAoj}=dWeZ2Nj-6`r-~V~jW=bov;H$pJN&_uh?#SoFOUS6I1c$*XgR)FJt{jtP?z-L z%LLuFMY3fhXpfCDd1V?>rz{!C?ZRK!4B_08GV+2n~yvAd;TZ~ndh{*akw^X#3 zC>3WkZsKMZ8ntt>->q#}J?b#T#+_A8{qIW{>9?T~)(gPU-KS1zvnjWK87s37CLWs* z_(it;OvWr;tdvW;EbF}7^z-X2z+E#5B3|L@*}0E@woca&cvstNZz|l##1@Ccfg6J( zj@bjEp#fAQ{Zf|*&by8xE|5LXPV*$-Hy-=)P;S!(IT4kq;>-y1h=;#$)>B~vsN=l= zr^?<*W|Dn+3POzk23sojz{hw)6=|T}6e8>RH0C%6T>W%ATq-#5#=pRDM5tKiwfZb^ zKDnb$4${r$yQjU`L8GJXn)I)zSEXCT4(*~U2Ad4I@3VCiabCaACvw7k_Q%!J=pH~` zq)1%`qOu#wG5OA&Yy=1m$)0^#z=cALY+zQ+I&kaHMlcQ{T^Elg#XbK93YJY)@}DUjrs{9z6tj|OQDpvw(-W1oV`GwrAN*SdkqKQLfNTVk zmLV2-OV4~foJ!=T<#>F3`Jd}BCa9hb@ni>q(O>T>cqW&*aFF&RP~h?(8SnROW)C95 zUI?&2;n8&_28d!Vml|Bo*6Ecd*<^g0nfe?Q8&AmbV_w z8{szYC4>2TX(q*g5YF_l?m~vLjr4+etrAnnL7O`;!!8CE59S5y)|%t z_GPuN{nW~O^YzYpAJsLFn~~gCMfi#d5X}QTeAvXj{)IL{X2G+mA#>s1g6a~K1b+W6 zm3*6Y9~Q+k!`EPJUb~O2TJ=w7k93-e_+^@cUn}sr<@;;Tl+p16S{X- z90%=`PhcH(i&zI$d^<<*evUV(I_rA8=*&f*|F=3xfzjTl;fW-$#r7fO{waF3HM{n!(&OY?;k7b~X$A z<{dKkBlvM$+)&i-y^LI|jV2#Iw8r$dLpP`*hv7Yt+*4?1bbeU{`S}jQTuuiIj$iLT z|Bvg6|604wRCd&w!i0lZNK>=K$my9af@5jrq%z&) z;8wn%`=7xJ7`o9uMH$}H zIY9{YP%U`kt;W;vLft669s&F0Ci~;#9~clVZPswR86zU(Sq(;Rh2Y11&s)~3pEJV} zUf#P`LfqoNAa=l5SrbmyyiY9|(e*ajaW47iEpA<_14+UNUa)wL##9EIv9C{i6t4~- z9uShCUdXF}+TFSFN7A&ElW@N4?tL`7gzbH_BQpY`DnYLwSGCGxKN`Kf@1jU7Km=xF ztE!l^2tlxB40!wQ?fKda6yNj3*@C|;0m=+NWVHRu0$Th+Lqj=yAo7-`6SZSP0qTn} zmt33w+yO#&V6&9#F$b{&4*iLFty!V&uf#G!<7t~Y9!D=KG@JIK!YET5ze4!KCh4s!^pri3_M_rwG=e@=r^;UzgO6A+vec8$D8$is0?)PXC&+CWPY$k#SdUed=Sbq6g zi7+jrGL+0ksV}lAht9n?5V5! ze5d;H`&`kDSHJi;7Ko|8rY3&9E`i4tF^=9BbP=1}={b$rwaaa0#v8Q_`(uBJ<(PcL z>u&7*L#i3F^~2L1@9iB6#v?C#f_QW9%q|f)Pk-BH?5WL)z4XK%4@Vs-YUDk2oVKLY z{$zylg8sBqM@67iX=Z}%PpzTTQRRKKhhCoeM^OB58m1%~^KovNk<+keo%KoO!>>_c z>DB*mC*Lb5{ptJsy}G?18}=WTS|eSSYK|Y^Vpcz|B^TAHKx@`frLUto(>E>TxZ9~n zY*_|n1$wA4#%nheJid+-RMUe9OLFM=1UZ8W-o>V8A~h6mlbrHln$_%6rtbM?F=VO8IcnVlc`uv>E^I1E0u@;~| zO+@-);Fpf5i2j{;!bOgVnd(Ki(S>7g(AztAMvydeY7_aS7fw^mMgf7?u3j|g=W{*WF4{pGxqS5H z*l`&Tk&fu*UwN;$ma$9eUYvcM}WKBJ8hZt97S zMD$Jy!=3ZuZJa$yT5J)hs*(yXjrzEiKhx@SR$1si$u0-(tsYn)9wKl-RFg@YqRf@M;7`v*ZUI9=1Zlt z7LRFLbGU8PWknKsJx#;2J`b{j;*$dvGCy*uAT?nhbyLs#3l>zbvTR$+_h*__3G|Y) z4x*v*?W`SZpVV*5L2wgU^Nb#x9mBym4=*RM2Fuc9{o_~ht&~-4?P&Dku>^AU1oGRn zmv=mj2c|OL)O(VjQTw*4v+oVN%IjgzWa+Z3NXDQZ427E#dfKMpgFL^?`J1D>KvT4l za^)#hQLFSh`-C!3%(s{+jpUb%y)P5)42zsdLS*7`nL|3qPLXj!JYzlNEnW0%>@_1i;#7fbu1V%f z8!>5_RoH~sa;q%&vuD_@eB9zh`4zGu6_&x5CF9XOHiREyDhSWzRG4wK<#ZoOd%jBYg`h1BTC4 z-Lw_c(eV~}jXcdh7aQW|sm*gxciDw*?)BmMeduJzKjl};0tJjzV?5@dwr1&Bmhx*? z_NWu0;SyLli^IasPmp~9gU>bsb4)}kl`XQK3oLsz@JlX4a_9m6xObTW4)zolI=t&a zh$4Ig0@3A5L>DjkOUqw^F4t$uRcgHAtdraoQ@v{gcl_8VIpRYcSzhe80`E0y;+Ozy>#%cRo`DPN6YvHk(><+Rac%!HIB+any{^}i1z7B zk5YUCydG|Mpy*u#0{7C+Sg{k*gt&%3voPF@n)!UNzO4aB`6(_rOSu<$AaIn$7f0)t zx^=;3t;H(XpH4=oR;BaYFPCF=ZERdqlcS9S{x+#7YA{B24IUr48lDZ%vHWw3b!p!h z>z?Be%5&1F?w5x5_|~-(qR6HKk&QFB`ZR=fhJ*`&Y2uYPubA6c;;&XWTxM4F^nZGw zh-uen93ANoh?xytB_jy^{h_zbw^@iQsb&HQwE>*a5;aQst%CUue*Q@r@Z|UXZkeg{a`w(f!45*=O?^wK0^dJKyt4HctwuM&B_to~|ZSbb19@QnLwI3WC}SAAb)W#Ykp&NPa$ z1>J>z3GS~)BHFkVvig=EM++QX%i$VgDE41~M57X370B2wb>zZq9K=X|ej|=+=1s4y90pX=j z)!Duu3oFmNxo30-k!#OA?dI;{w-E4^ohkYzK5B^U34Rm6p$2JMQn4E9{=8{!zm>76 zJyl`(^L0XW1%|a4uuEy64Z-kfAqD~9FykMB8SBPno`cq+-U)j7k*c$`Z$ZN7m2f9; z3C%wmcXb0f3Q_w^C)>`W094Y+3@sg+JFkKCb#YE<69}vjGEk91#qdu2uJDj*=hr4T zx+iR{pIvT39*%%K%&*d%1^0HjS+mPtIomNF!@zgXiAo1&sG%1t`aeelO}BIhTv}0+ zg|B?{O>ffqUtc<}RRN;8&Yuz!S*%eSJ1pshhoFQ9VwWNS02)-{{?5)jxPZC=T#_rW z@roWyElf^&+!Fxr?O<52$nrE+Izqkom=(ASa{(K_haZM54Pe0QMlMkDkzeT*(eyH|*Z`V%Cyy?OF~12eNc# z{Dj%?_U)jGT*d$xI8Ik^9i!~1nsuH0#>lu%jQz24fyK8g&rq?Vj%_ES??cRr&a)E` z>`7}?A@>F;2sHdI|01FTS1obyOQ!*ST&CShw4UL%iu%_>I^)KOD_0G$%aYpNaT$+V zNBIz#ACHT&Esr-#2uRJhbJqNt;isWIoh1LM18Tz98-y8invBqJhr?~K3-GiBqGnTx z-F2Y5-88P(w3my`mfxU=i1t=Otn{|Ca2;N>tdi=i>>?9`er|DR*)y{1oG)hX{+7TQ z4pzLxoPPozpg$y^&18A_fe@?$fZ{o^;+^l94V#UpE?HScJ_uX_Z)4hv90v5JS0+E&or$`KcBgjtAeqV?7TDlGz3%sIeO zuUtu3eR4zkoIMmn%qW13)=}CFytue{6hw9`#dZR=XU9v=?}HZ!{#4!|GnnA%n;*j2 zuHOe;IFkDiv)`>NHKCjQx#Li$SZjKOC4{V`Y~bbrRfG{(ct=w=H#SIER?LAa(+>0~ zZHTfB(W1DZ&vVEtGyqPXYJs^p_~nuq^ZcG1euKPvD%^8qLK0Q*3-&3a;M2o5C*Is) zBMcOzvtmFc!)n1HOYw3lmSsSkuL92LAWWyc0#!5sff@u&lrJO*Wsf3G3&0sf(t%ki z0UHBoAf|qsRxJKF3F^uycLPfY7L5|7aa@Gbpy&$Arx~8}&h?XZIrUWxvtQGqcHdsw z+M075b{yDrD(9aLg?7Snw2(+fZ>Qj#DZ9IcW)w2~f8O_J(>Ct9;r zC@kPP7gbI$YzbVwrUA-k()-^W5UByiLb-2m5cX^-|J+Q;`gBKWOSTos_02oJJpWjN zMvtWXoyWO3@n9m*PWqJnt)_n{_-@|Fzh{0VKWnnSD@Qzx=AIwjchrpv>11MHY{LlS zKr3S4RE#6KPhe+ZN1bw{A#4?yAMg@zw@v8>c^t8EE`)9+f;+*OCVDxgQ^56d8ev5--w)wu z`o6%Qa_@RuAaVP)cX&5jq_40SVe@xfbPq@hw-`I%g90U70Lap=!8IOq!Tqr1nqX_F z4QxGX$h{2!S#MW;JNDDoN>~W{Rk8o|t2$1U>Z`eMbM%2h00Z51#uF?5P+Sqn_jK?L zzW*r5S7>7|I`?9F^R#@5!+8-3Hc)Qc={7+irv)yVA22~AT=pFaS6;831VSOwpGtLZ zX6^0$MR+LR75bRla;`-d`+JHw?jRx4F#?JRVfn9br+{2Z@WoG~wYrb1+WdAiKLZ7G z3Ej6_-q{FpE24&m3qQui7_OSZ%Khds`W15CrmWND7I*@^qd!kE8)mm3PJ!W-BzS+K zQR=vwwn_h|moWPqeV+#)I|ZhTC%JyMfpNL>=H^4Wq>NRSCa`W5n3~# z2D}C{ys0-waDD(FJ9a8UrnC^D?>EAJ?;fisGiY`l03QVVe$w(cw!q(M+WN^finLb% zrqNoGwvr|`OS};QW*JWMbdxr4ji{Wu)xl=qVR-ks<N#Y=b z^juwC9TkufQYT4pmmBwDxYk|bpn^vB;Dhv>dG{a?zbwH~OjfO?8q8C&@74C95nho!x=1{5>0obG`B0C=(S#}moaOG*5~gd6g-rlK<6MH zbS|<)f)QFKL_&lq;9FR(fE(44NYxHQLmDW(=fQkL0ybCbK#PFc)aW6jNv>!H(?Tc$ zygp7V@WS2k0VTyXp!!q8dQKl$?UWC8c?qHyrrWbbVckxoS;TM8!)KGsKN=Zz(JYsOn2PG zXz~Zt->XLY)bD2`f}X>Vs^>GRcr%}Q9a90;yA^s4lf%hG2$|V-RZxjt_j|(aSKIT2 zS?ylH5k{r}R3zm9RB5Q$9QLY)wngT|y*5STp8R;dR!>95tqiU2GRbF%%E;geluHSq zT+#q1rg0X&jamr1hZIPVZl$Et01%^ssnX3>NF_)+hRHWBt^*{&^1Zl6$;5#g*|HX2QP5&YPYttvD;wv2yZT|qv5iA$Jz*H`E zS}je&xQ^PfOX=tL3sJb|Vh$L{Vq1a%LVtUuCz)_RBp@OW`YWoxge}KxV&6+_3g>q? ztf<+!V)(aaXKuuTC#Langn1r$sjr-E^X5P21Zc`w74P@dXED0I4cN1l@tv0;j0_n- zRmuhuD0-Eg6egwFQ6d>lf+~cXpgB0|A*~*szxM0rczj1m|Ne7YmkMJx^T;joXnMa= zI!pxqW3+8rzrL?x=ydMVR-Em)dGF5Y+?>+*LBU3Rvp3UZ5w>SeIJz_0M~&qKD(RXsmlcE+#mJ#LQ2q&hTDpwZ4A^9 zc`f?dgJD==Xf81FjD7Qq9##VXNug*h*Yw-?b-qHw8#v;x-u3?eZ2cCY=SP$$ zeE0%U4gh=ov8XoK!AOIA@u3BYKBSLkia<^qv)TGZdr~*YrcBMhrcB0MQg7Xlx?>MK zih`A&a&9*G)-B~A77_Fhe9g#)B<7AttNVlTgO?=&nChhu$jUVB!d@|xteejVQuvEJ*#Y}u~`uv*7@XB zBB&V&gxm;S2D|)E+geuUexb4Xp!j{5FO1Z+`rC+cmZEgt4T#DKPK&&2ZUl@0kW0ki z+t>N@?3i>~Kaw<{X$8fs5cYn|zWN(FqzXbo5DeB&&>i|Qr9}@5R-geO5#VjE1!3!S z0|!u*hDXWS_wU=s-_wIRmi?AOCQ7&=-%PI(7M#4Th#doJ5hYXzCzi}9Cyql@kr7DA z;fJOm5IKPWDw`q#>fql4N{bWZZ%LT+ST$O+N{@A6>Efzh1G`9}`&aF00J=!1~lAYy5(q zo83DtApvhXfRip8w9TOHTCQd-t$;OoOO_DC{lOJbv{d~HK`NwcZLo*INWF!kK>|EH zbfCDvG@nY_lagc9k`fGd9}=)kX2~mAA(9z<9!$5l9NJ;S%Jd8fA27D{@c$ykRW3k~ zZexWewYCkLhvX+H=U2)MY%PJH;=>?r|9voj?3_B?m0$TBk#ePkB9>>DL$Rn?4;dE* z?uZri?bGi0tvyh)%NTW8$&W8b#O=0cG~gx%HKyHrZvA3#x7LRxO%hKs!Gx#^sz@Ys zMO+J4zT`*21u9eEK-G}mouH5$@X@lCB}J_;2l`22Fjr&%roF|gwa8M^(It0Jm|%|e ztHWB$@TsRZd+^>|h6-o*y}N;MJK^whi5cQqRGYH|RyJ=nP)pp!%HkP`5#E$TM0}0_$7oZRnkyH&1t1YWBNo@Q{f;$Uo3#cMeV0;Q& zFvMUR45}C!N}aafyyAPSS{yY1GAm!8^m*8tYblW{2(JSnH3nR4F#e>PZ?(9fbdv^P zny*^Vjtxp1hd`r?s#2kaDSAYU`b_%1uAAGc1|YsGl0;?|@*B&!xm zr7D0-s3DrkLdkTlGh-K;!cfHXPJR2r1##Pb-FNxSATX_LEgfgB&fjwX^e<^v9fJYd z&8VJKVNws027&fD`HTL~ZtH;XEo>Cz{%aHjR-O;A^2Q&S6)h(LE3ebHE~2x=Q>Yzo z5X0_$hwI7`ET=m7a;2pSk>nhOhBed};JE5RoVPgBhau)@8hmrs3se|` zw8MU5uDq606SyKDV8H%(=fIOP6z-#>ZtliPCm9j5pFoe+aDr>ENaj0>`i1h<9zioZLwa>^+unlVJx09k8Purup>89qvM5*3#+?TkGjT zNZ42i{Ngl6Ss5_a(SiTrUo=*g76NgRIyXG4!xdvTU_{N8N<|O#B`(-nO0C%Xa9NoC z2z9HqC#q8FpB<<5L{w?C2_Du%JbN32yi>kstq*_)-kYiWYu4hm9uM6}Z#+qA{8Z7m z0+;W!Ejqxf**AdVc0N(Lac;dq{-tF1^|)}7!7Ia=tV>}=Xm+r4%?k+1#JtvTisn9_t~Dy(1=M^Epyro&(Ha1T$N2S7 zSb2p8ZS7cld-wRY0CxHxnYm9uk?u6KrH(n~(3QfSWd0wDH2ImAGBdt15$2W0E2SMy zP0aLQ7^9wK!W$niERZJ|uYU?@$QKsQyW0{efh5D?WfC~D96Ksk?4t$9MS);k4__Sr zc()dqQT32&g5|gm(22%BC;`Bw4gHuY5V8{i6N7*C%!j!*l)G570F5ZAzlfT?RjNUj zp-oCF#^lzrtd*_sPgVS-tS|4=bCD%1JA3gh}^Z}{@I-di7tvY$Z zw!;r1u4@Rl{x0RVbTNTrBg zDl@|)7Xd5fBzlVjpzL_VX?HKbVBHX=mtKM3ey=8wC`K>~(&P?n&y+zYIzKh?2!TmZI8`Ll2=-eDZ5=9v8j*;^x7k>Cq zxVxs~>h)$deQ-_o12gIIvT<8)+afK{NQD~?FBUSiB~CSkX^&q3O9<3CW5>CDC2$H3 z7Zh_*TnJ*Yil8X;3UA5!F%VI zf31S7m**|kz{rf$ICIZdruhvVX(1Z!?V9;S@k?yIrod(H(f(6sgo$5kMYMIh}x4(*tOx#pky)D0DU|Ce3xT{+8dAt zZCVQp2nZmxh+{!rmXT_(qE#$Rwj{v6feP%dUjhnK1*a7Q<8fJ7sIFM>8kDgA$}b_X zTvGSdUXS#(wVc1mL2VVs{x2Ce{K6(Ek;gRlbIB@-uxV&$s4+=|aHgiH=F9e%d(9-! zSN{syL{catx&A#P{iL{d{h+w=9^A|~nqu%nrrck{`556>1^}y#H@8=hs3~1TV+%9E zs@5gzb^UpTX!qq7kR+q=4^oVBTTL@TTk;YR2=UNMCfX34fuP~@%=`-{vh4)o`O{u( zAqs4=%&ESEd_0K`7L~qSslR(Zdi^ECQ9vQNg%zK$ElrMtqp*i<`#mMAaIUVPCqKJk zL2B&9+sXd74$pe3h14e9#EEp8F+;2B)k`Bj^iXQdeu?p0Od2Jsy)Ca&4~N;wCTMDqDuFHMpjZ8r8csvm zO~ABa#TyHhBrWOX*08$}$&ikE=s@*@8lO>eF(L+eF{fOiHBhgk=D{`x9>9mCJK7^F zNiYuEp&A^s$@DHboeE7VhJY;TWB`myyCX0X#SK^ZJm&y$CF{;u&bv}VG3x_TlgZN$ zun;o$W?WU=X8Gb|9;X70Q%>uTEaWUiyiNQ)he9IVMqHrfqt1UFyce$Q9-Oi*w#aiV zsn;3EJBqCo5K#XV4!>mv*KTz-lEr7J(pMBIiotZk4^k5Bv=m(&IIhqM3Xckyn3451 z#|9+c39$VHPLgE2O3;wUmL?0`1UJdW6;QxWBxaSO_5!qFjbA{{d0iPB6?bPmKLWZYKNQ zyJSB2CIpP-RJi9tr8gA#jL%z#|MPr8&esqx}n8J+6KQrOpn8kElfgtW|H&^~Wo>)F2iEr2dX ziX*Ugc0gd}eY*uNlbEk8Z_lL&wacA;e8Cqq1jOh1>I*v|FP}wdAs7a_VaQsd37UDT zV4EOvS@Z$txhKFa@6J5*Fc4{#d*6g0yswG;oZ42Gop7z^J!R!X!xguGbXz%uRWSKU zaq5l^*Gt`^w1Do@b#$Cue!P_rc&E*|BLL5VocBS2+h(GEIR`d)VEk>@4Ra8S6S%uwsHIbaG0GpS0-KOB^}8_4eTllvUbgRhuN09^t(c(4usAVZ{s~4=cJ_k5 z#(vJu2X~rQZMPR5w@&=L{cxa{NV@&4aae@x9#1jmDe%TC0 z)IKo8l=suded0$`T`Svg^)X@hwmtc_SqP8S@YkuY_7Qe^(<4Rdtu^i83%oOW^A5xI zBcWRHlNZAGq>gf$K4n^4mAGi9;Z;4>tv|yZU0xF*wvwmAP=AEZZ)6y4yZoOxSO*K{K>tn8VPKlxMDp#|v`?S%UEqyQp( z2Jc-=uf=UiZbJ8PMJoq3L<@JLZ_s;t*Qev1{Idkok8YCmns`sPt<^S{NW^!YT|d#u zqg2KS73yskLCK6W%cRoTG~MMjeysrx)2BEvPbG$)W8O}k601BA^BT@_vd;xK02Bo6 zd?^;-!o!sbEjGDnmq~g42;=A!@e)x6X2XTw0h2f4Ka_Xjmo)exJ6@kef)OnSLv=40 zyO5v=N(z(X3IL*7FE76Tnp_2+nC&eHWCqT_JQ?#H;g;qz^2C9%lNRWkX z3k;yP33Mg1t*{8E_C&eXllxOly0%>C9C5NLO0Jg-yJRnLS2`=Bx(>wd! zUKrd+O1H)*nTe6QqCKI}**zI@93wu4U*@7vgi!S1U7t?y-07VYR%uu$p&e|-y_tWt zyEFA|sG0pTk9^zPAfID&tGmRd{l*q>7TfoMxCY-L?lR1BP37xcAK{*2uW+z22J8nC zXB!`#YUy17y12_7lz&Z}V_bG<2pQScw-U)D3%4Vc4CGO>+M^+`VvYIc^9D501}j1< zw={s5bd5Pc3>nN}5CD6UM1au11bmVTRidJL9!XwU^~7a-+^`z17WG*{Uhx{%o}Q9^ z@f%)p1xNjvRklsD(!C0mml?x0w=>@7V4tp%kRpy+#oWpUJ~6WV)>T@a_YMAO_#X>% ze9TUh6&DH>0VpYM8zmWWAx`n-7^~z`U_2(4t0xARJY8))Vm)g7X-qL`Lf{=kaA7f z8oFvz5X@GA2SFEZ*N2&tk+rN74Y3~fOU;UiqqXupdsa)I&u($_Teuo8^sZd<6=yyw zE&$%-!vv4ac30R09{E9AV|uA5=k~H|h#GrNt{=AgxPZD0@k00U&Nhv{aLIBPM7?Kz{4Y;pEuE1!-_BVU*9)cPf3JlpEUS@Cr1 zMq!{;bPjs*OnXB-Z%*9;hrI3!9!u?IVcZsgJ9a#t`E0ib?;IXQ_{rB#3C0-1_qg&V zuNP;2YwhixWQ@M=vwNBKcuGG3^kV0TDB{|Vt$WgT_>>&itCX0r?>}X+@|H+q!FNli zRq)zXioJV%!s+B(U=>dVYv~3RK>y~scPmpp_#-}R(hOZ8Oq{#> zMr(!d?i=oWeOlp4h<{Qj{`D*p$fewIJDao^;PGltV~j8VfP|B(Ws{6({)oR(+ne`l zYHmpDv=!?6qHbVdwZD+hOq@XR%rVco1~J2o{3h8L%^Yog8Rf z3T2^w+nY#<>9UTCw``cM?08so5Knr3IH0rG9)cDB$TA821gDWn*22|AZx_Z%qCcKn z>Sv*PZ^p3fVRu4Gj?*QIb4%kObNZ54NV7bjrfm|VtwEM75f zOhF51q@K#3rgD2(penc2+D7(8(62K?uTd%y>d&gdKkNv06b}dC&-v&Pr&2>2y|i3v z_acDfw4+Iu*;A`PhW&mxH|LNQbPx`n+~hNd^5aI8slE~ZM7@{_j(a!Cx5YfpmUn!Q z(>r~IgL@q3G`2B;g=~`7r;8S(5Zh`J-hqr8f>%~NTETVGeQV4}XECx*^1uo6o%@bh z@(tS6-L^1olzQd^2C-p#p3&wMkHP&f^P!Ld9O!)DMv`j2spL6Q*Ia{EDR%w1+C7cQ zU-5(4HJ70a%;VuR>@HAXDV$^rJm+y!cQuvJWeFw~{>P;*Q3egcZGFBM{)_M6v#xW; zF(zZ|P3;`i)i`NeEYFiC^hXZDNZUxMTbtz@G=-6}_~A%bc0XaZJmmLW@IC%HaXBoXe#(22|IbNDILaa3#6`Gx>k^%dNfMI2e1IN7H`s0{W04xXR|HpYswpOlaq=77yVa8#S zTl;0-{i3<2i!;5wd=ZmSkq{P_-N_c8ITTq--zXlTKv?9J!wgUY#oDe^CO16 zW0Hv@d^O9xx!5R@ei8(N8d~#rO(mTulXK1TN5bvIe9HXph+IB?yY6=DnUeiSZqiE-t3kW_NmlAPaw(C|Uc`Ihyz=XZVoyTG1`fU-2bC$&%sjm7bGU1j=g6oqVmSyb@n7V`R>1^#2q)}9iDkrkkb!ora((TGG{3at7vW53zZxf^g z#^Rj6<9wNCn-y<;K-XHGVes44-K_~*Q!L&RUnyjCTR-}Ry6;lQ*GW8ZCG1$miybac zyXc0DPWQU(OZE-1G2pYKbQaV+P7&U=oR=PShd{y+mbmMK9Vm*V;r8?5;F=>QdCnm& zNL?fcTsTo-HyGn9<(@wko|d;UU#*spTxO0-^PaDswoNXFj;N65%IFkjvV3CyG~pZs z8gYO?W1;R>&e7YqbB`f>*qmvX6H$IGsy2?GW-L{k&?P@@{end8%<=^W7YFD*AP>_B zN{R<)FPqwzA5VSXr=K;H*t#X|*FE365c5U(NS5Mrngb{9?8Mi3lDD95+Yjf0fAP7( zqnXPt&6Qu2rqE!I0*^(I_h75omYv4=GPVHo@g{LpUXOLWO;$Cnq&fdG+-b|EUgb;x z$dtlu$LX!sKPsJ`xZtw%6&F*}2eqTjqA_kpoHYNMuyNkEeJdN9#d4n<*QWyW$7V{m zr;Qi#pkZNJLS_$uAe41qzti?cvjK$iH4fImX5)m+b-MMnJc_33ojmasv>Mx^y74PB zblcoT*Z#PqPkGry!cwlB2(@%r>81rx)=WIrgQbA(xFwXv zEcG{Ge?6N1s-)H8wJVO7LFSp3&5kpy9GW zsq(H6(}w%S>n+_*+nX#Iak)AG(Alr16^ZV6NDXn!=kO_+P*e!#bocGoSsS0}p3GM1 ztTqvqKk`TZs2elW8BU&ouw!3VIy7%4^~QjL=8X5FUDQ>wZyFO!-ycJPg$M#m00b64 zY+w;VfyEaBiv?4Ca)Is2^c21(M5ytEXw`nG$ggLDUCbJ|?x^`(i=eRt{+Z6@DabuV z3txF;)7AN`%9P)L*Jc@;_3Z8Te6#q%s1(=%3Olf9tY|u5S~!%PUSfKXv%3Ta#B5L^ z(*uR>O<@tRXV~sFB?P&hyWY1n)+h=aC>=nDRC1V{ze~+OKzYY~h)RhNm10bF8EX`I z4<7B>nsyy@sofsYC7-nOC($Uh{qw-TSc{XX%%&O0&s4t>?~Hr#qgUJEmU&{5JxTS! z9#k7Xfg8P4d7X#;+SMHo&7ml3TaHQ(>OT{JfKgPrL+Yt|6qkFe>65YtA#<04hVsp) zy88~Fq<~;l89>)KwRrC>Y>~RbzuLFks_fQa2?Qeo2*FNU3*_`5FCV^lJ!XtRA3>3K zYngF4n}oyF%i*BFeL>OYn4+-zifbi zQnF)?xo zIs?^b8mm3-sZ06#t$}{vNjC?NI`;y<{ez+;WdL=9#3X2gD&YcBUpa3{j2c3h@D)DF zbjR7+3-qGq2F!ZoPV#?T^3VKB?!1>qjRr2MIBW#{{+!K{lX-uI%ZZNj6lK?<@W+K#voU zW}fw>svpk2&IdEG=nPwSvSrW&lVWSk8Fpsgb6uG z9-w%m;w;>5jMGE;rW_*pau8E15B6yBa9HmDFYryE`U^W9tFAT zX}H9xc{&Xj*hZ$jx+nXfyTFl3`?CQ#Sj*z$R?BMnV*EtGs}!@*B(}4A@Y5y%;iH_FN{a za+2a>`Qt%-g~T)0uT-*yr4{$dk9EvTu7qy`3sV3>_bN4ow=+~3duID5$L;FgRerfd z`r#h@O#+JWpm}$6s2NkD*C1c4!rNWF>Sp*2p46hqVH{_Ea)P{|{h^{71yMu~#UFoE zPAFH6gs5OMN{X~rKqRenkmFmyM4aNfIRPNx9!kc z1Eyxc=(N}vR8xXMJI>P_K2v!gTAb9a-C2PZ4q56J%wrGKkLO1=w~HGSlu>$jpcGZO zo#4QagTmMj2xIs zA+gzLjy2AiA^0+sX?AKa!dw5XARqU*UlA0qVe+D&V6Da9n;gBWq_!bs(rg&xbSA2C+;j}Sp-GiF3Q_ldVP zVf(40bv@(a?!&)su*h&B(pv%9m2E_;mDagoFv0&2BConSu5I5KJ+vdN zK*KaATcA|@&mR)D;(0h?Ez_WhU?h~nA#FAHS7;`TZAA2w{HdJI!FRiH{n&J>gxmWg zL|#$z3_QPZCrwWTgS`n_a1*4AJCd- zQ>c-e`by$8{P(M?_Ujg^*~h6i_BZ_zw|P0Y)rgndB+_I8!@9*VIY!36&O~G^8@i^- z*Oy&lfP{zePSN&9A_q25B%k)}L!aLD!V&>^19vks~{}7b0~xQrTQHWXf2*X z-XeC-s7BE8DM@R~my-6586i{V-}D>Ss2mecx6MMkzl>l@Ed*P#nZ37TGykmGnjleo zk8X3zF8p6#P5`S0%SxA-7mxw2oZ>V*30g18Sub=<(omBB4?*@Ey&rX@bkdI)I5qCmdODq({?#g#4qLcSSKq>?NIDM#4F4HD>WYUEbT6 z>igBjUbSXfMzuyv#jN)U|H#66>g$5jLCexnlLGN1v{vSMb^rQ?z!W9`Oj@tO0$Oe8 z5S4Sloboa1v>P(CM6rdPMa>C*gbX=M|4*0s=Qm@#oSAi6yf^2|pKq*dqFTGJX+$lW z#n3dRt9?%32jT(EmYKF>8!m?){0od|OU?v+n5MNTw~kxzOQ$^9ortZ;xEAYWQ0CMbxX~!mJ=Q z^KVJeer=O==>3{Rw_ziOBUUTx>L2B!@?w3f>2|1jyKP&^vd zP^ZP$IX}qGMSx?8x*YumYNWV^Hih@07F*jpj z?$`fQB$%D-#~oUBRezAhD}DCHHvsVL4?+xx!N!2lT>b!+vjPwUicHk<3*{t!Oz{Mx zn7qO`L85K5`pp%D2P`0)_vH=vV4MiZ+xxWr4*yeqI}*qgxD%IuM3?nae)!>%;ix~t zbJ5~5ZG%+Y@%rO zU_O{nbtnMWiVCQD22I-SXru9&tIxfW(<*Fh(*Y3No$g8d2P$+x@&DTa?VU;YQy&O7 z&(h;aICCcb{vTrr{5$SyPO_%92fXP#8oYi+9NQyCEr;ksD3 zWy5&v8oa(}zjsmpSHI~Ad72NIR>XrWJrYHgt5&7#f7G#`P84p%3@+kP$Ph-8!~R1D zWbQf$(gO2b&BMKuz(@%ITvRAYF`cX=XywTb)FH*M|4$u~N1zkS#pmH;y3(muFu1-Q#nFiY@f6fP#6gyly;$wnV9Ht5l_+{zYf0h>I`He0bmiaMnVH0t?% zk8lPPqCF4whOR(CEDd$IinYdh8i6}*sU)a(Pr}YR5O#8FZkSf%THvt@U6bPFO@0T9 zJN`hdACqgeEz#1%yFx#=I4XMUr8G+MeQ@(!m+@QMXh5hT|66h z^wslu%t3kK1H1tV80(rTaGnOCf*mnU4?d|*o9wjpHb_w4`_t-C7w`vaVX)ytEGtwd?bY_4+a}xcI&wqQf zA8WU16?-?mL-?jElGvsKmjB3lHU?$)#_VUJ(`0DL9P%V5H#L68`@K9b7>G!)Wx_YR zI&XlJB5a0<^Wk!0%i>C!K062<`HUj?=|Vl<_~dE2{h%B0ISCO4bDf|}zD1R;O8z-m%FQ|wqaAON;L zFJDr|hnl*RShi`(Shebf@vRN|q7`w-W}d`;_PtE57OdhLlmbkMC%(vdh%s(Zl&LcL z;5uOYwujJksTqA(8T}LFL+(8BdF{~#Bvf8Uia7s>O*3g5x6+D7jJ2ayhzL@eoldI9_(Ah3@SP6a%F)z>JjA=UYb_Z%ajsUgsw zoEDcQT6L#iJ0{_CNJJCPVji6Z%OX096pZByRoiv#izi*;8-diOVi@*R~M^B^=4 zhp#ynRFLl(RxmKH7YBie@WiDbB!jFJGy_>yb+*nN(Y4ETO%L)R&(M}8X#?D+0ic6B zo#ogGC2PsH_^qXgQC+VD)7QLwc@lp_8|&%VpQ%m4%Q1#vjT#c@QJ5c73P>6Ez{Y71 zW0G*eMbUxcdcJgfQ`&KJNzwHdN_rsbLOXZA@~x->1iVV7DGeg|IOzx$pj=txUTx}R zxCwM(_Je5P6Abc?!l9_NR$(QuJIVChhFnky?}iag6%^ycY{wIgi_d;rwDg1l-L8y{%{ozx*$h*UWdSTc~t=4zIz{lup6@|!CRRasXG z{tXM^?|19DH#g8MP?1*G{dm!}$$)c%fwd^Vi(}k*vs!H7vqd-VTZ`fzlTnPs*8u!7 zk9Lk%z@zDdD|^U#zfAEXW>ix+*&jaj!5{(x!+u;cCZPD=)8znInPxx91839;Wjb!! zUc6E74|G!##ivuH+grh%!^2+?*=?nFyOwA|sk7ItmJe8K9}|)}+~O;Xp!T>w;em^m@z#g zy2)hn>bkgvl>hb_9+Uo%e$BJhC+k$x%a^SSS4OR+Ql#$#a6Z;un*CJ?GBD{Iugh1g zrxqZK6xl2cR?AaXHFOXBHCLV-Kt; zw%hM^z*3;F6O1=&_#`B&>r9v2GdT=e@-$A6n$?_#jmz(t%8$Ypxz786AlI!nDJLCC z<8IUo*Z&}OTn{ASxV?TTi95q5y0b`ia{PO^5m{&lKg~lg(dlMkPq%lwNc`)}g_bWj zxn76X5clx?+j9~~+rDs;C1g?~&ZU&@GD&SpTdp;m7%;BccOWJa5xwj7A1a_Ug)TM8aZwEk<6ng}Zaqt<}iEoT?Cz_Oe zb{|QGoBIXT0;J;zgH_7Tu`($%)=osI>MH-Dc;rrh@=X2JtSTVVG2gps3 z(yuJ#@hMBH5Y34D0r@Q zfEDY?M#hD&mp)Dr8C-EtZ?|YwqwRHEPt7*!Y~izG>c~N45j&~iv_?JuZa9&8PAy^> z0|0s~zJryh5aUk2mn&fKk=u3n@kh{)4@1-c)K!}WLaz97v5U#IzBW3G*Z(cG)>=2* z?`H~L|4MuQ^unmKr|ilbhV!jiyB>a^5{ycDv&cThjz(}F#t$uV-L2bAIOrRKgk~@! z)Y^=Mjf9(V+RSTn^*=jv$7ncUe=TJ)?C*L`wpp95@X@Mne+lw( zf`4zAFc1s{LDftJT==8C&(Sq{4e$T*yGw=Z*hlz8d52@yffzS*i_Tzg(P^hmwXc(o z=^@M-Ietv1{)6>MEWKzGNVI&Ks33`HT}OwO)GSYObV;M|DPna}LqGV0+armP7h50n zo7KHerK_O5xKx!6g=_xhFNlW#o5$P_mKt?(=B65Zhs1Qa6EF_KE{s65nCv62Kxk?g zxR+I<6>X5tWMR9K;_ypRGJ4n}9|(*Vp3Y?^;LiLDZOHEtiG-;^8EnV}oEY-e7PfXU z+?vAW+Qis(O>V_XRP>u%-2d;WulP27Z6(fqmfDur`nfrQ1D*-5jJR;{=$@lsrj_0} z90S#u*eRWyM*!rbD^x46tqR&x>h00ix+RzQ(H^)%v%9 z+;EtfP1uufSqYS#@&VU5+**q5tlACIi?w0r9|#f&R*JGwDSs>1m>KkaUo-h&g^;%u zfR{Z}rdjdnL9*Uj;>MwEkhf&98Ojx#p?bGgC0>~mkLyYV(y`o^8vW17gg{C!69hS0 z*zeAmC3D0;F>pUd-Jh%W^qxb7@O6LKI{13?AbO@}tmR>lgY6@_nzS2X0cz-bHLGqK z@Y(Pfi*#eUeix{UO4B9l(?Okk8I6nPt|H2Q|Jf||#JF4qWGoU3C};yD-`5A$pv{ei z2#{&q&HZ!A4{xG5x!aP*a?%?%?1@7xWLx42E z0z0z>DB;!}oEyr^f*J0NZwUIFRn5L|WSWggaRF=`qfzSE?xW+hwHD8d8I7KA)AHhC zyzZl)$rOZ`{gvHXB>rUv-yDE=LgH&rriC&q{4cRQADE}MNH)DLs_z*F`>e6TUAo>GTd>x`05 z=W-V5t^+5?0Gcw=SciEcW6o3?{fji>N!^upJ62_k;PxNwV@mgGa%ivK^U1?%3URqA zO`R-kV7qM$S*noP+Vve7py6#=nW{4YL!**h!}{A^v~v(uRy4^lN~gqZq$30XHUrTi zJ9X&6+k?RnOe(ElJc-Him8#uHm=$W$L3uyQG{K(8>9l2^i{&s!dvaf6xS29K3>=|} zv`d{JM+li|NeuxbFE%r$)WDvn=WkL;rVCFr#(Nck2ZC&=qXRL&y|rhqOAS-dMHtb@ z!HCB9EIp%rncv1U8u6V`c#sAVi`PgIgC5^9>k9YqRfn{#(?Xfo@Q{ z;*8m#+YL8E$To_&op)E?BFFRy?+Frw~q1VNABH{%bc6@_|%Vb=X_ z?~|C)AsU-1W+0atWK*UOdfR{{SlIe59GdCn8UyLvWdgZ*#(>Gh{hiQaW3Zh-3+e1Mwz$B(Wy+ykPcyJW3kL!VAntr=K zaBQx%&v|_%gxCVFTHM%gzT^c|zr7jMGeVO0QPfXDH@|9iI zCYD%eOE>hWCM1*~cy>vfGBjjuTRwvThu_l~=?@cauRn%O+prZ(Zq{9>a(@!8@ENW7 zS;Yf-E4@m&FD2`YV@a_ZK_%X=v+H;_{xbp(g z5r~=H*m!QS()iLXe3;y%psp(NHG5}{kD9!YlG4Yf|Lr(__7wXVoBW~;8#gntQg!PfHW9Nk&dp1H;*qyYcxf1N#XPbdQ1tVa9*mbkv`0p0` zNk-M+WUaV((=AAS-PtIPfVcaYE&QrKhI)kOhg_FJhBg&?brW0OCD!VF?XBPXP_u#= zUgd6%t=c)1$)p9j8&50;3a$1i-mcRpD{Gk95e58|57Z#}c%rIaD`=hMd#_oI0Mf^gxe6hVvq{^A_yZ25Hg?mkQ5 za?2DuHVmdQ@lZ0}>|}`hG0QaRs;p>PGF`awzl8*75 z+GP=08FU!w%DAVf3?K@~J_e@dED|6!=eX17=O;Z+t~6W^K-{2Yc;m^UnIkFv;!;aR zqXBdCORtuUeU+^&UcU0jtX;ylj_ z_DVdGLA7gmc6bgaki%9mV}#@@vmoBiVycTPc))Jhot@aXR#h^2bj`av$A8OhHmp^n z`UC=ISHnB{QDu~x(f1T_%eie;s%*J>pfk)e4fA7^JP|_#`3fb0rQ+Y1tOTo9}~Te5U&}%Dm>*Oo5VvG8~TdvRQ=&s z+^;IaIJjTM%5{=fAy1UdKPI^O!mohGWKAuqerT(OEPA2DY~aK~WtEkOE_sHNbQw>> zPH)FBSPCWV^<~)hAxykoD73L!R3-l<=o(Or%$eDgM^cghC?V3Ry_Egyxsj~BuI3|4 zc3RjZswmh+SrepYgnb9>GEF^wFiI z`M%sp(N2os@*Scj0t?^-Sb*uBou>{+7^uL8SINH|DVLOWd1+sf(ivpKGa?&)X=?ie z?F}L6oteK3xTrkM0TZmNYU@db_cUK>?fnNK87zg|Kt+!MZ|1QO&Y#+FkN(V2XQu&- z)3%!3wHyniNd39Xv1r1Nizr8q&6=qlj0uJ)a}_V6)48y0XC*!q0_ zYO?DEFV!oGDv!C#cmB0LynyU2o|yfPY_R-+F50<^5eDgF{?V|(swvWCNOzDF;!`rW zy2QVCZ$HT%w!Zn}ge$`~W8Kgwle`+j#CebVEk)l}3ZQ!KL24z~F8qN|)tBI|B|>vm zghPg`dCR-!!l<4>u@RI+YN7qk~^1*N!D-KGtD zgpG!S90v#4S|)1#RPXNGqg(f0F5tTj^wcH^W>!9n!v;}j5Utcp`zdvJbhkO%MdNP! zE9TiK4D&|Mao~GaAn#saW)-<}akX^ax|1;WI(Pfl+ULm3-8&`NS4ieeuSWnY??(dO zqZub^lD}^+O;X$1VZ(c(F<3SLj)hUbe-?DcANemJoxIDj|# zkquRdRviW|;Ltp4N7vJ~b`2z5nFjBw*HrO1nlqPoqd%Leogg4WC^gJGheim@a(CtS`mz7~chN=m-7D zmR@J|uyvoi4@uEd>f+)~H6{Zs9*kP}Ge63qs4Jow$IxK_1;)cRIy)MON;F_jBhRW_ z0dqRXVNe<_`NlmWC7kvikx~TBJ^O^i8C*zOa6D@t`LGa0HDa-9&>nDtfhEdb+!l2v z2pDI+wNEvT%#<~dgJc(P_&)r(_2Bqc+Gyk6qSPLe+L1zfs2A)CNFfDxv_3lZ^pr=9 zdjwCvQv9%(a+?yFd;mo4^1_$^pb;?y$T5#p~5&jDeYc z0yL|W3iq9a4Aj-LfS5FbJZg&G6yqum&nR^RAUq@M8kRUw9t=|=UAkQT4v0f^N=DAS zX$hCFM_@1Qi$?C=5o@>}ckR}JSK-XP^q#uvcJDGHkOh4?B?!nX`&!d$*xINg=(ksK z;9oEI^OSgBs->z*9w}!3Ud%Y8^?gjQW#xpHUW@m=bs9_LoD5t8Q>3>51feH#T(it} zGz|z{e&-SV!2(96?XV}U>s5xWI1sPCV{`S<)xHyOMeUdg9WWE+??vMP16p|3X)u0{ zLu4am(h#7*z0MsK(mMurFPwjqCIk;k`N?_rm%6x^nL4JOwefDF@~+}FlU?b5AVFG! zUJ` zp{hEcIK6%3RQ+a*^IO3k&p8@4GyJA8;q_gC+KcSS=5c@vLERc=eE#k4heqB;T{Uk? z>Pv7eFKb#Zc>XyK!R&6ulFDq@Rn2Ap1BcODO(ItrcDzdf zYozQ#b{mg8u1=}o@yI1JqtoD#B*c#Ww8T9B_G467yFM^#yGxL9GqY0Z_;74U?F|;# z9y@mCA(D=CWxKT(`OR6&Z;6d({$%XH1czgaeHF#?em`%m7%H9V^~WApEmZ38+yFtC zGJIaXl3HKY$+%DJ z+Ft8Op?9N0AkMNWnA42_k19wVS%fqDX^9uc-KALfmYTVK>#d76eT$k_~ z`ON_a9}edSE;~sYEEuB{tliKd4cp&0a^V*_90ky zP7z5O+K0Ed4*-uFpFP z|Nn1SC#x#gDWF~_-3A#L!KdCY46f|d_8R_+n^)u+KM+Zv^Zapygt-YB3Pg!=M_Ve} zNT082^=c24sGL8=p#H=Zoc-_3n!=gp42~?=9rOJC&Xt%f$S;0Js&y@ias%14C(j)k7%T3xcP=r1 z2_&u*ptn7VIc;`v#~29y_l$wT?KMcbqF>$IJu704IelNK5_A<1GK~oMOGr91@7y&{ z%#M?H`M>$b3&(eZ5`Y-g#I4@;4ixwkmY%AFc4ixOn*yb@%5TXLyheH;fEVpb>>P9fF$((s&F%e6Bj%jiSaUo-B9jdj z3h}FUT|J;M(Eyq;BM29`Jg`i5htHAuU$h!08invhAeBWA;&sp*S_mF$;CrX1x5!2z z+(xe*nkxb{`!CHLxQW3X_{Tr;Np;gTWfu8!se<$OmmSwSXa0dQ19H4?d$S6JhkOdM zj7mNVYDF#G`_&>0d=f;S_V0h3Qh`*&?GfMz@ivPuJeaVfc`P-lU=iMK%UhY&8e6TsTi1*@c1dK`46x3 zF7KUG0fMhaNMB$xSOFCOxcoOw`hT41otGrd zf%oI^J^L3N5?%;urWy#REh_tZa~v;-D@A}RL1|`vewI0sBKoKAwzG~uUJ%b#iL-?k zDTwfb5>#kXp`@Y>d!Yv^{u9~s`T(K>c3C8{7Xfj@l)8uZXRo(^T*I9g2I4p1RlO`B zlm8t$|I~xj_$bJ=HuPIVwmb@|TNgoR{ZyA7{aN8LL=@rg+u-+qN(azD(&T;)0&j+G zq>dE$p~Oh57Io&|4mdI^d%h{OG_ zKl+^m0jfGqBYkOpe~Z8W^C!(j;@^GhrZf`(y+;o{8u&NM2ZPZD9+H9e3Ud+Sg#YW0 zen^J-5U>$E+^c19T{6>eibBQc;;0_<`X1n?OFQZx4to(rMl=Ys-C7}TUe&_*o< zI?Fw&IJ2`ML&t~^U!gHhLaZS2?lGr(z%*ucmfUPYz-#bXQZwoW0-QBIeKTLz#wCz( zfGNDlA0QFTF4KVYDhA9>ShM7YDuAM=Y3G0)k(76_I{CRvo05+r$%`H05oz!%5W+bL zY9$%>$)&bdlU2e{*@h^<3A2Lq(&2|xc~}VvecH@p5MKW*@$DiaRy}_5q}-i@j9lxP z4N$s6%+&}s#y$+_!}8g94JpDYP{>XLia0;t89=Vxt=qlt7*Y@l1@(B4=5qNW5 zUM&+hw1y_3T>x-2WE;kaybo(cTt!-ofdL5_oRQV=>q^&p6T4|#?N_<+=sVO$>)^iT zfdBhq8d}AXWe$+O3}8ipYwr&rMRECNlg=!I_ShA}Jm{4^x!NK};W~5%>03J;wpN}t zUN7K2f|QSu6RgMtU4W!z4z*QLwDkqxOJ9k?O|2g~dEs8% zu}VP5jlyNnoF7NO^W2(~E#R*JK;NlR-oXCUY}q)IJCxpH96$qMa`ZY~F_NsIym&Ui zV}1k(=WhD^Q;Y&$%hQ}-{hLoDNR_rQ@AU%_DW^B&!U*i{2eu3@Bf=g8YT+k+DVWAi4U(gL8P4m6rl$ur~!LHLd5a0PqCzX)KiY+^?Qxdj02}r=6zGh##u< zf7xX4W9MRt<`Mjs)||(UUaPb^C}h&1WE|+E0DUAf{@l4V(m|I6#6h9*$NH^Jg})Ar zKhh{>w$}SecKd>n*GKDk-{mK*$%=|O9|f4_j18h5MuXhqF~r(^c%uw#J`SR~{aYCM zitqK@12gK2WZYCc0~@AB1{N2>R=c?TfI(&P94F8);WX+Cv%xC%dNWYav|# zHO<8f-zai8zIJ0c*I5#Jk=Y2_^Ck9EBmOjUS|8A#y|5Vl)axiO5ZPdZ)o@et$4xkY zD0iRZQ^N?}D7pNAEw$uMH3-6tfc#kmi0;Vu-A4ZyI!#!OHehFu76#G|W zgGc)=vl0bCh1q~*(iRgU%|&*KVbdS98lr(Ik zypS%7CeW8x^jpWXw^~Htoj?9?(nxcq?Y}62wg?(H0&PV$`tD?_j@dxks0WlbFo0=e^1uG>mzx4op;eiL_AwX_u&4=G2J;bQC(=qTK zPb&6@Q@wf;S<@&*xT#oyoH(&cmSEX>Ba&)@WajBf0QbV;0_{fg8~-mKIL7z%VS)s8RtDKvIaUT z3gOqh`Ud4FBn0iht}GfG^b_^K>+%5Viqc(DP4Rf-p2H+thy()&zaysj0Dl!QFw`x~uGO#(0ybSdJDwc{JJKA{ zi!KGhJLz)-Kj&`f-2G`ktPe6^*K=wL$0Lcu4sC)P#|^;y`xOJhl7E1P;g7@gRxFP` z13I1a;X5;*ie-qnO9ggUOzaj!KJl!%Q&pC#jkF%m-Ce>Op{$ zV$mG;)8t@CCL*taTGSJ`(HaM?Yx!Sng|5{)&d_RXX@rZ(FV96KG?@fl|IUg zCj-ohw?R(7Y(rvdMguOWm%`W ziZzerZfMBs*%#mf$0EvJLfM=0q7E_^1U78yw}y5ni-5KZ*bLgH9mT{CO2-F-n?Cq1 z)zTmmG6??L<0CrdAY_VRJ!tOHY3v2)Drm{Ol*|rT#QR>AMdUZWzd!2mRxSM<&rO;g z)4_Q%;fBoDH)m>(eVsLYqT_R~I~@jc-~CwENzEe=SkT-t#Xj7h5+H3KxQz&y%zn*U z*?cU7KTEXO=2rQZ05rFIKi}-q&WNx>ZhdyMbnyV?aLkFPqcqry3<*p&J6JSC#R?Ht zbsv=mJ8_k0$IO65YUOTGj^d#Qj?s>9n^JXCGF)|gahp)fU_Y_oJCpk$0_5-Sh_%RJ_KwEr0Vv(?{TLe8C7(K)^khH}E-G3?_%@_-Xf9 zV^5HE8U5*!J&~kb0@6-&M|=YD1(&XKfyl z!hHhAU+lc;zx-p38+^G26m5wNXy)R{ki`Q?QfIwe=}>+ z&t4%JE|6e-0><+Wui8)vpp2sc{%8hxz-LttQ_zEZ5P?txqGTG|wng|;&T;Qk}9-p!r@0>9JG@q!0|E$oA$! zDqKcM@i8@`zF-wTrhz9_b^?^`vyl6zEkWj%v0c2`Q5sI|w~XtlPfd}4a8zIDJl}6G z!O03Qky?Jg9`T%iOfB{G-4Z0GkY4Wrne096Z#(6vR59jAe&4bN5gKnx(}?HkO9|`) zt|2c17q;1HU<-7W49yww?i(P8*anc`R<~_P)91{1^6}W#BE5}}uE)TJr~nCSR@;ZA z^5!7FnF>jy?-0?cK)0&=EPkG|>kgy9MRPg`PHRJ}AEdjH6q91|b{FaQlx^mgJrfcu z{a+=Gh|6+1AkzL}0l_{6A_((@#XU>E!fff|k8ZL(0dq4}+$OKMnxb^5aulPEpkt2# zD*NRIGjkf-5{Iv8b5=aC1v1q~mcuTpBC%ZKqlxURQ8% zH2_cT_Tw09VqFlq-dd^NE*o(I$)pj8nIHAsPL#V_4_v_$NX}3t=UxAcU0LAA?h*~) z`gNjHo`cnhm=fRuO`JdXvgRdXK!re{hcKN!zJCGb6cIr1BChnTbv{yg;4A$cXxm5A zK@3*T)Fbx_iZIG<*=J<4|-&L=8xDfNdQ8StTuq3Z z05y^?=`(Bqe+mlv?FgkjgwYh@l^Fof^5>63XNl$yqkH|-AWmcTvbj)6{FTwY|4^ht zuBZ`&y+-b@cJC`SY7QFucxF<4yIRv>d<6-nW%ec7>sw=JJIJ`D!C6r;!g2G{3)}p;E?` zc};GyKX;UU50bu5(NeJ_tS<#*l`wZ?*{K#a&F=c_Wa{qOFT2I$q{{5`Pv8ahPU3w64 zJYYt%P`MmmjwqQr$7tpYoQ(M3(y&x;*v=5*j)EL$(RP8OF2XJx#2&8S&ari=>K*EJ z=-mc4#Np2Jjggc->me)VgGWvumuu)G6xt^mDP6xEmLDA-tLY@{w9>fN;#?*WLd%P} zG2q&b=DWXi;c?>V-MG=HL|>f!WWvnj=d$_^f}?muUpzHQp6HI?bw=K3VOSWZf# z+#mAJ{o}eN-BQ{99G;V^Cs)YErkknng{?PThJI_i z9VlXJK+zYbdHo!wxu%w4zM&Po-@jJ1H#i?|i1Ixzmeab1p_tiFtdS+(gWR0n z9sFI??Xfldic0_u`$=HpnxAzQjlf9XC-5#nHh0X?bsanm`dDb8Z%!IodgS9~6dE8i2p1ecmgm1mjl(ZvDBI9p;%c@p;h?;>pRH$+Fkm{R zxQNS#*llozuKZnWg*9h-+Q%vCQ}uzqg|?N4EdUh8$FcwdMdn?IdTDeWKE z!|j9)R`DANefUmYNV)jDM><|p&m7jmd}ukP9V*_oWr=7fJ6d{gEyQn|+x8XnI>%pf zfN8917`@0x~-qXs2>R?&(2po(fwqZ9Q&smyDUS!&9@uVG^I+*wt zs;_$n3kR{+yY%@(i=yb6gL5ZM==im;t|3ASOzfZdR;TyH=R(9T#yzvo1Phqfc6~MV z$!h&dF755?jA~Jhcu5J4w#rEhvCW}o;P`&tdT1ks_vTgUp4x)!qrq5Jui|j6H_$`} z{4h5=GTCmq_A;p%?`;QfB)&|&1Sx5sMO0E(47%5W0rTrlCWVMZJMn4y$=~({OTck0 zEPKk5y!W@XhNZXVgBae6=j8{x93fv7T}LOu$t>avkD9$*5+_YDBz!Rfue4@a;?%*N zQz+>bC@CJ0R>#h(5-yQwk*dJ-k@cNRb-_nbZfBEFj`mTEPm8F6`VJ40($a~2bFu`U zH6sPWm?zvDS~C4RRJv_qWt;8m^B-Y&y8!?okKmOWS}ER#mKdRZ*gpXUyH^Kb~0f^?@7N8^~s!S5dnj#I99Cg?#`!lbX-FJ&=K2Cz$eoP{7;-|zGcBvVi0{ZRBb zuU{Eih~T}IS2!n`50`V(~y2pG{fB*K1E8)7ZOLKf{9rZd-m+RKdF)+PIaNKn*)TOV5E~h~{A=m=>7sIJq*($Ry7v9!`vq80t z2@QS@C6TD;OC95$3hJ0u?E=eSCN(5Bai)iI_>E?hwo`ZPGi%$*Eyb3UOOOS}JZtB^ zaa9c-wbIRfe-RaaA2Yo_j-J+L=)fwW2+AE#ce8BOFjxqI~DdKy5ByP3NnEtC; zp?tKxR|9W}xoH`;WWA#fjzjJJb5=yEQWS{aT-ZskZ|a$9#Jo1AE%nFxoCUa%S}W~A zUNOo8>f8Q@RWUC+zT(XatJ=}8*BkgMcs}tigb2(S?GzyXjJvc^kRHMWDQUc)5=s2)0=`elYw z^^3To%cMD%5$(G`g&Sr_*pj(eb`|E_NvYcgq<86QRgpE)Z;flEIh8BO@~z9rfw%%) zb%$AOGb9~$YW4E$o_-u|YkQThsi)(J?p|_AN(IV&Z(01fhHs`EXJg|?IB|!B<6dZj z5=)4x;f0VhDS?=KEJ|EQu%YJ@EK^uHE}tPC*>&;C;P!f!zm3$!^NMCz&0z0l-`sJL zSm%|OrrykP@#6~{IZIap?i`Lt-J~|h_a}<--rlDq6a6t#atP%jyTY;uO&a1N<-!xI z=sVG#rs30`6;C6MFJEjkcEqc7O6sJks~Lzx9^iu$z1}}nC_y|}`wVH3&*~DR?`+Wk$XeVp9lotuD-!P*z5g9|!SmxqO zb5s-F^CGk18CxH4a#ok{G#2?<3dY)<=AZNzsOnYv@MZdB0S;}|WLFGUS6EE5X}RjZ z411lYnETE9(4`4rDA!!^zuEp*P>n2eLKs;ob4e5NA7g<6&QgOGFAeDopJmFQq05TS zye%M{5?jXH(L~JQ*8`Ike#0!=k>=#sn9cXTQkKC+)a4!^mRs1Xzj#Z4Ai%=jl;3&y zS>^g94XgN@}G0wPR}AzRVzVvqHPiqIG?B54NEqL}N2 z{=+t)Y2q(r-SGiP%+`Dy1;JG8>vjdP+{apoY0o)+mUc#Ik8y1^k}FycRJaQZyFZ(Y zCo2ZXhy9g>6GN^JF3cSibT?C{OF$mQsMt2z#HCeXs|ryk8LTCDu+orNiZH`g;qYrt zED2?=8b+q>4D+~{>RX|qQ|-3~s9@Oe9X~6a8!7DCX*-4^snkhi+%Az`!GfSit2N!* zXJp6ipi!nXutHa~pB$jsO` z0lM=&P*DoY?``57k6(c*4dRzJq8y@+%C^V1lS?t!P2H(jY%tNZfWn7Dq4-uJD2tED zevln+U7C`5wefz}(YcI)mZ zGVmgdfY1`|Cg`9rz=eGcJ4B;h|aWrSUmj4Z|(_7 zSz3nvwAkeR&GpM@KZOuAS3f*$qbPi`3gLT}*TuO)l-R;$d zQGsKoSX|D8{H$DYhybeIvMO&8_O0%dl(O_TqqZ`O#%G7fm&R*S7fncYeNz|egffzN z+RJJJWEG;9-LFKMWm%V=mWt#`)ypxaKi9mTQ!mV@5~+;0gJP`~%@f>B)!H0a0t=dDb=X<9H zLtrbhG4XKE{pQDXLz3;|sx;^;8$(;mC0efWWJi4czsk{Ai_wjFv72~n>l7KKcW4t| zdTGVHK6}y#N|mV;p%COP0oCCFiurY2aQ>-SZq^ylXSK6 zF3d#)jg9xY-;&n}0;Ch$eGmSI^+8D|l*$+YLX5B}w>~VkhxgV#isdV}@4Q#Ryiplo z2DWmdNRcu_1n1k9=O|G#?B}nSg|vdHFW=p(H5Um#|5qL9%mJy=^Av+kqKLvBUYl zA*nuC1W-nlv5*kNjW9OcTV9ZiAnSkOzEx{apk$)p5$q1bIqJ%!jLtjCqh#zkgw2MN zTiBbQWqJylC8x#*!bTyM zB<+6@xFt$syfo9-EjGEn#MO|X$_|AnZQa%s(u6PPP+OcH+PmC9T59$3$vteO7YANo zT3v09qA;l?fUM=ioK+jPDs{k(krFz+VNxI=!OWInSWo^3K6AS!57nBs5HzkGpk`UN z7j0jvu+1~YK)s$Jz-4^x{Pp6MFME)_ko@~2^+ff(G>bhKuKP14YS@3c;BP3rnHt~C zV~=`5gJ${Gwl)y@>`+kEf+2Pzc?A?jo9)3SF5Sk|HjGX+3z@?-|87S$D2`CACv&S!2=ysyIPa27xj8 zlqQF=`w`|(%M!S!5>z?B&zc|aD2oT~`iG2k3IUe|qc!hL8y9B{1(a5KH>rwiW%+pd zwi3(pz(W#py=HTXL%pVnn&<7kG_g~puY=>*v%8C?oImN0n?fUWWjZJFdTM!S(%P^h z*X;(%Qz^%C&-+uebF|-(b&bz48dr9(Hx(L^icWv*)$Qh0EH@gvoc$qzr~g{4emAvg z`F6Q~c~uGvGtEb9W;?1a-T8zW@UQ3={MtFF+p z!rUdxcAWI6HD8%y6KQE%4A-ZcW5%KuH~IkS=HrpFHf)|f6;(1gIs`H&MC8pG;|jS@ z(4!MAbc#%zE{kuW!Z$&B$G> z@R(>GEiPZc4})THPp({dC|C#&z!R<3@z zPt}|}BMdNeSpe>DmqU#kItX&7)5{r&hVZ5Q%)Y;fRa-)eRUf=7qv}S` zN3tcK49>dK!azE&&)qH(1WMY}#15|jDS_(Sx(cQ{^DAns43 z!4IRME3i8-U)fEr^w`h3&W;P3w8t3rylhyg3AKsp;8gLAgSvlX|FIjAr8gG7M<1;! z=%^jp^~>%649Ayve?4xlGHv|#pWc*?JoHS`x4evn&kmZGZ(%eb$>0smbI0n^#hCi#%m2^O z{Qj+>74Wgy>(c>0Q&|7(^P&6T-tcs!!V~>|tp1MyNYBE@%3|{N{rgY-Z_<9Bx&KYt z-}dAGcG};j}JTNXgmP?P0lpTbD8 zOe=e>yL0TICGzFEgD;M*tT+2_U4vc>MQ;v@H7*0%V!(s-Im1sEa#uh-tF)$G+3Y@j zLSBPt_CcZ$Ek(d+H2ZJ>JwF56TP86E9pJxH6{fkT-NvT&b()QN^v5l5jK9~pIs{ZQ2a;QPWG>?_bl0}CM5 zy1L;rm0f~0mXnbQs08H8pe=;9SPMPKw~0dTG7B;>%MTrVPNJC!TG|#8eZV#-fVZU; zz3%fG06){vGqV^#L0zDKZC0&3#5xndXmWq9!Q$tv?cRe6hkMhtyl)Zdhx%hKFPD%Z z0Q+Kads1|nttP5~0@4ehkjYFOv=_DpjXl2kBE8fETgW!KK~3utn`g^GcupZxNDy12JaBg4KH$37KXddRucbh7a*(l+ zCL9&Aj%aHK7qJH*_-cBF?ojsagI!~bd!|z~qNT_79-^b=FHU;RF*zgl1UOE`Am!c*3V7DA==aSo z1o<)%`ZGjgr@9uNn)gfYIS!CX45pVD+slJ z=H6SBb;3x27@epAY^G8P0E;4_@#>Y+Z@wE3W-4o9tu=_tphIAQ$&Gh3T697#UqEbe z^pCbJ!iHkQS7z#wM@$mE`zk;t@%tOSJ4^6QS7J_$x9vp(_;^u{A37RD8r*d_(EVEM z=i5MA0v>Qgo86yQ{VIS)1WPOIMVDVD4@NYEnakgbC9urt+F`A65SzZeYsG6=$U%Jy z-T{Bto183-Qu+0xJ3cy;kgcq+WJ-4Yh?tmS5cHF3j2YAH15#i7eI+@CJ8Mr|UP7j0 z^_rDETT`qH)KQEe)1c~Xh_=DK(iVD#tCekELY(w4q8BgJJj}{nGNjDJ&D+auWul9f z-1*crm!aO(=is++v|^^XZ~ED_N3Fx$g(w$ItcB+5$9EE@0iC04wq$EfK;ZFrS9OFU zoh}Dg)^PKF?{u7@1seL5u&p!_#V*W@w$aqEG z1L5fwD{vnaY!6NY=vK1d24a}^BC}t{_XlJJ+L*{$mJcyF-RLj95yZvt=A73MkR>uE zUjSHU{+*VPp|*m-r_*(1g)-4q1?z)WA8Hr5N*qlGe@lj?tAmf-iMMY@gx-IIz5$0x zbX_#hU2ig1A2Ij|r;hOxOs?GHdQDxPQO+ue;>rlSu)*EPp~S7O88vH+Nl@L5t&xmf z0lXANr9oH~wMBf$!FpMgHppWm@l`9UwK@-ZLppYsF3S^B43!E?(jA)vygHi2)}36; zNu0)_ATEgLKNds4x zJAS|6ak5N<0xX5&l7x1#6U>C5jSaf|jFKT{E zoh)2+d^~&}cU$XtONG0GSuhpXEy3m|V`7t_aY<1@{W-&M6zG-LH-aTkYjlHDu1J=pB&ebuklHTU;&7TYA=acQ zAQ4KMWniVXX{;0R=hy9h0LtnHJ1YeVoc3hUq$<>wd?-kj6ka?_Y>yTx6HCY zHK*eS1&Tp?mI^3- zw=yTd%J92~`TYu-B4VV$LNQ3HzbWHfEuYSB$O1%dmBzY}vnQud3uW*;mU&ueF~;wk z{=56KS(J|NHa9RMW!8k`p2=;z&<# zJ||NVR1N1PoziIwa$k!MWoKrZHpanKN8Q+dHVq7ma?-} zY6%Fyu6jmYc+6x67FyLTc4-dse`~ln$AK$%5odLu|D=ObOwDcMSOA9LMTH*3bH(bu z)@{ue4-_EA2^>&s#@28JC6Jmg`2>knP}eL&BW%91k;B`h8*hhbco+egP=!-%2oKC( zUB<`D(R2ey#{vANYlVijTAIt5W(2NLuc81VKH@y~SeLNe_p0k#^84z)$&71X^tqdP zhfM8FD5Ot2+U~}6c#+d*jPqA!^s1qv6N3_X=qzT8Xk~gp2Y&q41mr~9YsBq`%RPP> z0qKNtBtcvvrtbf18l7l4AoDGiQhS%WADTaG4&k8ky}cpD?DmfTdz6v={6d)3>bn%I z=WA-i+mlh0j;zFJ($PV`4Lhl!XUjV12d1Pl9RTD)LwavH{>_cWuT_2{8V;mtE_U05 zIsX~BzUHM$nSmbD1$~Ytj^H=mZXet|1jLQ$+f?fJ^nw!U+Q)B)oa1=EFNmZ}^lkzV z6D?b;vfQTCCkYfshBl|52mn><^%;WDG)tyTGSRa6lwCMx(%QubOs*YTRdYya(;-1V zl%XswL4j*gw#JG3Kn70Dc@AHSoIGW%=J>cX67gPo!gjqQ@j{Gd<0NXe1{H4E65zsL z(WnhnJ`=e zXNl2e=chc-ha#F{#kwi_aAoyh7TyOsXlwN6~te?Z* zE3!Es`70O0atGU=qcFL=I%IOY-e;z{O@A8RxB)bQQ+iZrQ9T1*{>KSCMwgFNFQ1k& z(4tX(EV-TzAz1T1G-+H|pg@oc!`1>IY!>C{xLVpM9}E*<+pa8(r0zq?K##{3@0&f9 zoO;GErc=8KHN9z2y;zEw5KCBV6nv0eGpVY!yQoH#*moYwrGo0n(B?C0cW2SjjJjX& zF}YrX{AqewZ-_NcpmRn0O&NA&4&cUlQk%mRTSI@K)>{9XP?*~EkBB?5Hrww0Ynrc; zOwYph?Qj5bX8q|?CNJ*Pw7+n~Iki!21BL=uwfINHAWZ`2hmhuN8ZOna!2HEmym*E} zRc8UK{dI_&w)Xg-*!1ZJUE;JE8c7cGd;8Q4w}7;^x|Se-%D0NK%{~Q2W=_W=nS~l0 zl<5a)9xDUxgkvW2Wt~uJt4I248$9JR5tubH<#uz|q?Oe`8Dww?WB?G@q$=zNH23mz z)z(C$p{3rY$6ae`r^_{LUr2RS?z~^N2aWGeDyxHPGX5?($`!4Ja_rUL9X&SZ4dIOr z5j#0OPFa-pc&LKb}o9IdfWYY*7$$id#`2> z*6S)Hi@en(kJ2S1)>ESH-6qXSN#NNd0=V%iuBZXJmoQ&k*1oP zcdgbC!V|Js4YC?zb<$L7^&l*%2r3VbR}dxXZeV;`K#(egYJX>>6ez%`F{}?12fMfT z4$Z$w^*JcFM(mKi*rp$i^94{l9NN{ zW-=ECdGZm8xDwY<3mGiJR9GcvVfb^dYwHcri$~>xrepZ^!y!;l8)qoI|(ES z+kb_8yNC>kVI{Fw0CY}&&91jF55iHbZjoiF94egih4#&4mM+*x(1m<8B!4kfCYGX8 zdfm7`L6zlAcFCYMCR|lc7JC;xTWW6g*hJ_J0jZe!6F?&3+}nTDbi7lyWQa~y&^`SR~LP> ztkv$E;%pO_2N<)h?V#-qGhzi&b5tU<(0UQ!IxiK)XJQQufR#kU3b&ag6vK7h<|-LiyDfNmd7i;x0kM?8Uq`ZJ!(QSW` z^PfY@0mcYCksM{RXUWI&Uk^xGgpVE5K?mRQ*Ex@nWrv=EL&r@$jcD!cqXA|?AhVO& z8*-eX8p_~49ltsWhX7-3{9D4~F&~ToIwZbXg~b%0PrjB3S7vkrl9dIBneYoIg9uBK zQ0k9?20pn5fP`gQ2&u8E@2}(Uylg*)np`NUCfHS*cBfKG`)Zv}Ok`&BGzCvi zDz0yILpMpA{?feM`pt2vZG61@K)bEnecTDP*BQ71K_9D^_>JVL&X*SJ2h$m}c1L02 zqJiw%60gVxo@kkg$8b>V>=nK$<8hAm-LgV`EO(E6scuGc1v3!UVf{EKI$Iv#UmKsl zaimu_v7&0_Kdny?DaR|N_1Bf>=@JtU(44pJEv$3Mc_q_%0z;Px?ocaBjj<6;+cOC`ozEZBwG|W#@1e$KAA1J`_Y|MU7ie zr0~)Ag^ANh18cSz&S}Y=TZZegxg_-~zULrs`;8heVmlnQF^FhTM85eB-7{;c<7md? z)SjJwy)TvFumHhRN1+GOQ`2y)zdHv8eVs!1$KN_#;qqN#G4V06dhU7*g{e18yz~-Z zk*KLY?4+&JIS5%f)j515Myaphz;6zL4@6}RD`KkKzizbe>e8Ky4&nn0WL z+9(mO=M5cz;237pfZktHn^&F3zWWm=^Kl(xjnQB4T6R1~L&$H2DtE~dQVf7_Jf=o~ zyfb}m3TN0(`DESCb)w}p(%uZ`wq^{i>VJl7qio={*%ux=@@wJ#$=?zLkZ@$I;!V-7 zY|_uK`1NJ`BVu5*Wvxz^fBGx`X!qND{gZe7-^BgH f?ETj#Zc|Eo;nSz=Bif<6;6Eh=b@?3G%YpwNXKTSM literal 0 HcmV?d00001