From 1c7c2a99c96144e89a45f6ecc5b56d1c2588a22e Mon Sep 17 00:00:00 2001 From: majsylw <58003896+majsylw@users.noreply.github.com> Date: Mon, 16 Aug 2021 11:08:04 +0200 Subject: [PATCH] add plot to documentation --- user_libs/DebyeFit/Readme.rst | 36 ++++++++++++++++++++++++---- user_libs/DebyeFit/docs/epsilon.png | Bin 0 -> 50299 bytes 2 files changed, 31 insertions(+), 5 deletions(-) create mode 100644 user_libs/DebyeFit/docs/epsilon.png diff --git a/user_libs/DebyeFit/Readme.rst b/user_libs/DebyeFit/Readme.rst index 1c5daab8..8523afe7 100644 --- a/user_libs/DebyeFit/Readme.rst +++ b/user_libs/DebyeFit/Readme.rst @@ -1,17 +1,43 @@ Fitting multi-pole Debye model to dielectric data ================================================= -In the ``user_libs`` sub-package is a module called ``DebyeFit`` which can be used to to fit a multi-Debye expansion to dielectric data, defined as +All electromagnetic phenomena are governed by the Maxwell's equations, which describing how electric and magnetic fields are distributed due to charges and currents, +and how they are changing in time. gprMax is open source software that simulates electromagnetic wave propagation by using +Yee's algorithm to solve (3+1)D Maxwell’s equations with Finite-Difference Time-Domain (FDTD) method. +The behavior of the electromagnetic wave is closely dependent on the material in which it propagates. +Some dispersive media have quite complex electromagnetic properties depending on the wavelength. +This, for example, means that for different frequencies the wave can propagate with a different speed in different materials. +This significantly affects the solver’s output. The main goal of the GSoC 2021 project was to enhance series of scripts, +which modelled electromagnetic properties of the variety range of materials. + +Multi-pole Debye model +====================== + +Electric permittivity is a complex function with both real and imaginary parts. +In general, as a hard and fast rule, the real part dictates the velocity of the medium while the imaginary part is related to the electromagnetic losses. +The generic form of dispersive media takes a form of + +.. math:: + + \epsilon(\omega) = \epsilon^{'}(\omega) - j\epsilon^{''}(\omega), + +where :math:`\omega` is the angular frequency, :math:`\epsilon^{'}` and :math:`\epsilon^{''}` are the real and imaginary parts of the permittivity respectively. + +In the ``user_libs`` sub-package is a module called ``DebyeFit`` which can be used to fit a multi-Debye expansion to dielectric data, defined as .. math:: \epsilon(\omega) = \epsilon_{\infty} + \sum_{i=1}^{N}\frac{\Delta\epsilon_{i}}{1+j\omega t_{0,i}}, -where :math:`\epsilon(\omega)` is frequency dependent dielectric properties, :math:`\Delta\epsilon` - difference between the real permittivity at zero and infinity frequency. +where :math:`\epsilon(\omega)` is frequency dependent dielectric permittivity, :math:`\Delta\epsilon` - difference between the real permittivity at zero and infinity frequency. :math:`\tau_{0}` is relaxation time (s), :math:`\epsilon_{\infty}` - real part of relative permittivity at infinity frequency, and :math:`N` is number of the Debye poles. The user can choose between Havriliak-Negami, Jonscher, Complex Refractive Index Mixing models, and arbitrary dielectric data derived experimentally -or calculated using some other function. +or calculated using some other function to fit the data to a multi-Debye expansion. + +
+ +
License ======= @@ -21,7 +47,7 @@ License Code structure ============== -The ``user_libs`` sub-package contains two main scripts: +The ``DebyeFit`` sub-package contains two main scripts: * ```Debye_fit.py``` with definition of all Relaxation functions classes, * ```optimization.py``` with definition of three choosen global optimization methods. @@ -33,7 +59,7 @@ Class Relaxation This class is designed for modelling different relaxation functions, like Havriliak-Negami (```Class HavriliakNegami```), Jonscher (```Class Jonscher```), Complex Refractive Index Mixing (```Class CRIM```) models, and arbitrary dielectric data derived experimentally or calculated using some other function (```Class Rawdata```). -More about ``Class Relaxation`` structure can be found in [relaxation.md](./docs/relaxation.md). +More about ``Class Relaxation`` structure can be found in [relaxation.md](docs/relaxation.md). Havriliak-Negami Function ************************* diff --git a/user_libs/DebyeFit/docs/epsilon.png b/user_libs/DebyeFit/docs/epsilon.png new file mode 100644 index 0000000000000000000000000000000000000000..b36f27739c52267786d864f73b7a105352bca04c GIT binary patch literal 50299 zcmZ_01z1&E*EURu2&jm(ASi+$C?(wr64IfBlv3hG>28BYBovU65)s&hZn{%C1qtbt z?uKtHJm-0z_y50dUu@4|v-Vsw#vJ3m?=j}`S5cBVM|g=43k&O3Ja@dR!-`UhEwdqZ|B(7 zpY#o@eOyL9x!J0{j1dcW146T88^hF6?xwym2=M!I^{)9(X|hGRt%Yu%CwV58p-iFf zanz=5%OS$HG1RvwhNFeo%N(Z<-9(m*mK=pgwjVSEwZ|?C*6RfN{qx$6&a zo|$CT)4R(c-*V)<1m@XKS|x@ey-yp|B%Ys+7{&!rw<-?Sny;dsr!N$z5ptw|(aL2& z^`Y&BeEdcNgM;y|Ff!JTF)|!+sO-r*ISF8ehK9bKzCaKmc5R%v$3RMil7>e9>C;(* zerILTXN>>!E9@T6_&wydlmi-Gy1ZEH29+V!!4u!JQJmc3vfvz*WXK#%NrR!>S{`Hx9H5mX!ZRC7BB(a*>!1;mpc5~1bR>x1_?^`<8c!vA?`N`(T2-<9J=5 z`ey~|moH!1xK~{j6QlDIao&)4HA&a2^TfzV&~1m)b!#ErPWv&wX+)fa2DDE32F%agxT=Agd|pNezvN?o}y9uiCmg^Y4Lvx>uCrMV5-*9)wCG<|+HZc{{ z3C|<8;#%BCUU-$Py2*$wF~+!U|8~?uVL$Cd$Bl@)-eL$-XH?RUUn8fbRp?B*m;R`L zJw*IS;8DQ~d!c9C-JccZKR8bQ2vw4~xJvEGT6%D11N#ro8?OY>q90V<6nzu-{Q0o# zvoM;EP=k+9*|_Z3FJuKipbl3X=!0kl!%SO0S~oI9UbuAWe$`97bl9cAmw3k$ed)%_ zwudKLqHin7kdu)3o~7dS!p1#qJUakJQQ~R1G=Rx)J&v&~cdio0+FBl2POfEO822wM z6nIN7-nO?n?|it~m;NAw!oY3yO?R#hIeDZFM}>3G51kUmxqQkBYMR(dcb<-ZoqgAU z{0VP*ZgNhqIC0PTu^QjokE>6$C5R_1Xjxd?OjAxU-Cp{AaIoHf3Lk%-+KnVs*Wz$* zle*jib}wC=W~q~P(}!CzWBXtU)cW zM<@`h#%Q)4Q!Ot|WkiVG8n&=U=XbkaBoJjYY+K1^_!+askI%68X1L6Cy$YYcuz-fo zLN@%mV&P<%yny>2kMH@*PxiMKkAVNa6OMWa>-iu~$ev2vLj((4N34ML%TJ%K z)W5wPvrsC}UR3Mv#K2J0l_D4ZMI-$p7PR>3ag9%`u;Y0zqlUM+U>!OIFBT2&hQ@My zBH}2dlPA2Nr-%E?8^xQPqR&|$gzGa!1SAN>I#|bx# zcpk^at%B9y6A%+Ki-^R6_u+=WVtv)jZVOiyo3r93A;JElSHh>MXHQPUcfgNZ19Pk{ zy1g=1Q@Y+Jd{ZmOE9+4K;;{nAZrp{D%np|ci@I!Fu^gT}UI_5_AA7H<|M+*Yy~S{8 zw50EO>y25}Ag%}&)t3Vplx@Rh$Btwf;`*#7d`;%?C_BSc-#m~(@9QN4vBKhb)Fq04OL&l(c)PQDeU zFFfZSLeSGbsVICDQ3nktokQJPU0u~L2=8V(5=`APBc-QLu<&fMZHl;ITUAcZ_Ry+N z&vA9R;`sWYCk*$)tw;5FCe2YI&fMS3+CM|US(<1Fp`V#cOHksSD0kogRbWX^L~+w_ zZ)2_{hCk%pyLUXc&g&yWQ_jd`J~S_`u(CFlEkk^1iQ;;-yFT;HZcYt6+l1KG{&L0o z!nbz)j-?{onO_(bvXbK&+2u(xA#@6HLcIOQ%{Pwe^>Pfc-S@ZbLs;)G#(tkYUT%>) za6G6xLa$DaaF$cdzKMLNv2_oJ7|YjMu~%5EF*mV3sxJ%Epr&seG)J_7$6`=k+Wtyt zs@9(riIt&PHg)8h#>K%Y>$N>-J>l*}e?KQymLCbd=T~)gb+-BH31+bwF!Cz4s&Gw{|mN+h(E)HOpY*9U5?!bM*p39#%$=YnDMB@Y~u6>PY5-dm& zXu!d!#jeW-Oe}IZEW2#}>5mCJl7SH3lX;$vrLkLe1i zXi{{S7Ab%W>_Q|B%emRu+1n1cO`AOFf4i->=G)G+wKSmnP2R< zyd>5@WmK^{O|zZ5v*WbiAxX@H@`T{JG{MEi`V!#msdefqA? z^Cn=86nmHaNUn(-9e5t?&fq1u&UPd&O?Vz|MwTt)HHTe39uMRgY6!V3Z0fi)6#Zx4TOmEm<|bNXW{bsi#69$7%;ZIA`U|M+I$% zVsk1>5#XTZ!Ix`;HPi)=Pax}7<8w~rXlG)`V}J3|i(3r(w&kzGay1|76k1)qZPqq9 zXjx$&GW7IU&ea&c=Shk&e2s0vAt7eNrOr!>IXRreuFImuc5`R49UUD( z9%PMIaSm0J7Ypfb+}BaKfz23qHQy-!b>7sT#k2dHnQ|tkbfua|N=AlR_#wo`v!a%4 z3=D$mBjxVcPJlOV+qqjycIH2S zG~E(i)67wk>F<0`DzEY*FKTDx_^2V$z$4n?}n<(T%z8mRP~tzw?g{)|I#S zA$koIShh#sHe>&Il`T!`i&|#tm+xsi%vybM#>r3)bzQ`ev1**L3NBwwVF}kxKRgWWH3RlD z6)Hm~_t35gaK#sZb9jVgSh5e@ihm_^rbg<24E+%n9J_Ng&i{teNWs<6DNIi@Rlwu} z*LCZ?vBTbhLDJz0tf6zdVL75AiCHz3_KXQ$jxRA=DVE{;+2F|&=DO2xIW2y1`kbY{ ztECmyw}_Y!|FF}m?DD;U=Y#py(=F87ueGyuFysEr@t?rP%HIN`!JdUBw64eoVEJ_h zU`(}W?Y=iYUE!!xA6n0OXUrEN9c&LX3k_KSp*t}fl)HU@_A@|PZ1*+AEuF&c3h*`? zi-VERetyM9%UKhVvrfkQZFR|Wm@E&M(H%-6VSR}t#J}%Fe_q|;@@v3~$j)pIdH;FD zV?P-7HaN1G;Yc2uLOOArU!~5s!6NLJp+D>yn%NH7g&Q#Gx^_LvYIC>3vtHUPO)1-! zM&MjxawflTU8)pjw3INJiShN0@y3;F%fkPDnvk)7Ta2^1FY)jvvH<(-J(IK7Im(rvfAve7&tD^V@gI5zNZ*#tp|u`O*RGNBIE~AFPI{<66 zAD-!q;xdZjHX-cOwLSOv@nc#6E3eiV{*sXG*-l)qu2gyTA{&$KSPqDY(@kvIDZm_& z4#B#gGg8REwZQePhXt6(J-8ndh{Ic3)iBQj~)u3K@X7@fNOtU=FqhEhAXQKIYkt*ZN0r7z~?jlOB)pU(?UTbZ27fYcx|e(Bh_9 zm(8=X%(8A-WSztGekkZ24jl|&#{#5dQz33MDeE)f7Z_*+to`+yH(cgjDaQ9GtrT^B zR(Kw_)RK{qh(kz=vzsxMQ+9I`q2YgVO1I``^Lw_)KhFM=#oZsB_~&v{YAWtYF|J?Y zeHO7m(zdg+W1Osyz;M`pEPBP?T}P^3;Un<|g6-5yf~OK+wtN@P-fIHVFi|Cdbad10 z3GJ2@hxLGO7d%RtGk7h2y@N@~bzV39z^?Z(b5`y9Q&q9U4fX8Api(nzywS4LiT@Z!;nUs`nAUF$5iM}ZT& zmw5M$-`lsQ$47?<^-1v9^M|F)0ro~TFxQcYyFT4oLsg^5|GRdvV5IF-f!y@ zehC4fZ*?6vg!>gv`W&q_GADGDxjJH`X#-47 z&HsY7V916DjH5NLWxT>hGJ$0I`S0TQa8H5DHOsXP4Y+g43m?P5$pnIzDk+HJw^TAV zPO=4 zRC=;;0%?%JTjEV5twpUL$&hu!WrY~NU?3{-al(!Wkp$6-1s2GpDIyVEF3}O)H=fSE>9(W^Q-0ulF1a$#XchUY?3>I-->-eI24JN7SKI&GNPM~Vy9T5)j;Xo zUQbTF|K3I**w63O$LcpkB{Din(cDunCqT`>V^)g&1nldzudkV{5D5tZ&wJJf)jIPY z<{p%*{H&$2Uq36wHNlGZmpa?#9YPS`5Ov*}1iHJ0*TB}l3QBN({dF7k@Y2LS#$ z7)ar^<*yuX=6EL@E5(is{|7Kg#*XwAhV;Fql4U9|4M2S#R0&wS3$s0 z2i;X8@)HHjTW^XS=|>*(u&HhHf$ujU%z?plgV}x6NWTjvgG4+0^R%CUzn!HO;B2;q z-REb_+q%k-?y^#a4`y(7#C`iRc*7?EgD0CKLtsaC6xo{5xo@a~q!Rn~#`$iW4TgB4 zh$C(=2#bi%$%wQ}z0;`80 z)XF`Ws1G(DD$MQXf)9O5ran9>g!ezPtjWfgQ0P^mJrDv2M8cpZ!c`3&eux%rE$p_F z^RK`gd?M-8UM^5p^;eB*~!N6JS_aqGr{BDLM`U2WsJy5(T*_+bKgkE+*AZ#K_-<1J z3xa%EAAFruh_c{*KEMMDDYm@@l!!{u1~#pfn#vdx`R=+T=9%H5=RW(^aEz^eoaGV; z{qjKmR>ij5Hd8$A1xjCIm98fWM+fgX66Q1J-8mBzRX$aE?yJRz+Zj~7RQd959@Vw| zhVYJ7RDcL##0*89KSHlL!@eCFgou@@nXTW3x5h=Tucn&p!^GM&M;1oyUl-YfjA(OO z*Ag8Z;z;hGHk zzQ*vzitD2Bs`Z5dJavJR>1xMi_al||-OJs|_t!5r612sOf25?=yvg3OPN2+ zHCkz)kN;hu#Z|b#-8bJQf9#rIXE4`wN$wiVsi0(+pdstS%pU*)LD)S@?|Hxl5<#kN zk6Ct+8huixLw*MV05FCOuZQ#C14mj*Hh$=kh zU9Ss9JOQE2P*4h}A4`icmPmh6W^Mp$ z<$HhFjsV|+KdXCQ@Vg$24q|c-UczILuYhI0MMA;k4-yDL(odhVMC!ZT0A=7-nd`O^ zW(9&ChuF?2?)FvyIh%mv5-sU<1;f^lyvV#j`)d`)hs!Tf%O%U@#>a}dhn?3TKT*qZ z3co};BW2b7*R`4Un$-!b$ukH09JC^{dmo4QYsXu&D?TS=xjBE)AYj#WC<`m+P?vr~ z4W>aL(%ISh{b}b*2;hxn%P>$gh+3Hj74hD<_+3C}l@i1j#mYg`ffcI*h(XP1D3P}X z`amh-eiIToRe&~_6(|lIJ&e8rd$mCD*Y(Fc;)B~iKa2sa~Mrd&1a{0a%=GprY zvD{{G_t9KN(s}M6_>KaL8U^x$INtu;7B_SXGAjr`;jJT%R~A`41z$w(e*>8%hLTKQ z47{iDATdl(o%mDMt%ZI`kVM1C(OZjy4L}Z}AQ%F67oBR3bfkY&;&3ZjI=J{#-1rY?b7d(-wpAeN6vH}JC76G&=GtVzpx~7pVWPUkOu+*Gi(ar3^uTI zYhdBHoB)W=(+X5FMe2^1^O;wT10PY~3#g-Mj^x1q1ndqN`w!7^{L$=+qa<*jHy`CM zyqrgNze%K?^y+wBZtofx(YMDnr?)-7L0<7i$s*sMzU+kQGV!Awqad!HOzm*so8R2` z9kvfd0ERpUk$cIO29Ri`ANdNKtu|`&{whLV$U_4I{rz)6NmFY0VPn>=Q{rBN8F4dO z9JG8S?39CX9D4k`#;5lK>w7!a86pEFd7Z)U>6kLtNBaY)UXT4Oj7*5op?@s_NE;xv zTY}8H3=Yt1?siyNKBz-W)>p0=M3YlenoW$4s~z6nfe_t&c>B-qk^&H}3VL<+fl?V* zxzz_zFS!D;0OJJu!KXclXjhn#`r6uGVB*EuM1+KS0D7$Gm;15}@*HA#QKlfrn`B|O zK;_{R5fSNMg?)S-6Eqbz*{fPa`0r$j@zew24hGyC+r%uj26ZU_nj(b9A`{~q8`>v`I~7g_paRWZKoAOK>jl?j_YYG6}DJ9!3`{ix4&0YQMs^O zx~`O0WC+vDHa`ugGa$ZfC(kE2~P@IN&m+l2)y-Tw~Sk=?R81hg*jiN^bP z-MF-kv5-70V>ltjYax5x?37G<(XZd1(^w3jrQxskIfvdgc35^On{GQ?K1jNk_*k-V zOXq3Nk4@gjGwR@*NfKBgFBGZg5bau`l6bfAEySjujrrauD z+67eld&Um%BydZY2qs>D(WSHHDaWF)S`C2FMV|?mwV$8-^F9rd|Dk8QE#G&UwRmP+ z!&vN&92E-uDq63&+fpBVfgEptyC#eYt(infKI%jBN&9wRh7RWV!~Mw0i!6sstG-E~ zaLU;Fow}buLSPKRQZYY{xvpa{qM@4<6sJsqPyh%(P^4g%x$1Kq7Ik2eIJQ?e_MDn% zZxr0lkP4970ov3h(ifQk@Pk8MNG6bK3}=$5Z**<9RRYVb&+ zzIg7lFv;o6jKOyF3iqmg{s|+&uemrhb`__Sn>uuKfdV zA+G#1o)|AbzXTS|^FsD7bB**em@f-YUm{trr$OT=MsuT?a?ILZA03YU$| zZ2#@ z+ci3;QEc#L)58!6F#GP(k?)kAft!LTR9AKgx`uv^hJEwv#DN>)uAr@!NZ9=8xsh<> z*q9*hnYS3Rj*lmV_?1=lJ9p5Hj;Nn6W$3J1sn-WBSAIKQpq_JKG+)+tI(F}Crh>gT zP~iLavR>cRiUA$;)Gy&_&llCaDK9{YEfA>?;Gy-+RI&KlrM>Otb|5Oh>pp;Ksixj1 zf7YAX2qxTL;pzEdMp@oeOjDYSMa2uB-t8TzK-UKoI1I`a6u-u3fb{ANk#DG3EytRw>8}s%gRP>)e)C!{?`^J(2ciXy*QVd_q6{Zx`=lx! ze61u^E+pi&wm$Dmxk*XFk>2ii>I0H{hLrvG77$-;NUVSskO+AZptek{D9B4R!Cm7P zR3m_==05FYfXae)00kcw4imh({tUAVpCPK%TBi(s(Ts>(L|piH(=A&QDUgziAe|Y$xL#)@jRj%^g72SzXruuH zd-v`Fd)bB>oy+W1h%b^5A;aUut;eOVD}JnnWVR$^y}(XV?dN+TlQaG@C^{5Gu@4*u zZE=pna?#u-U2!V{7pPmQJQJZ%WAMutmXoS3U?f*uJ?F2)`v=-8cI|(F)o5 zAsZl&9qZNUb2gmscU~gZaDuU1Xq@KR&I=^iY?{S{oC%)iD~gs_YnhJ@H z^Gp{F2!?W>Le&gL#CddYek`lN@Yo|tlt#$TO7!E#?hIPaCF8*>0@6xf(w~Tsk&*%0 z;KuSu0yttdC=I)N_wJ7badC21jZcuL0|)g6FtRE*jI?CaA}|p&h_>;rOM(y+QvK^~ zu_~xnp9B@rJ|*Tkg~mgl3Ok~I*soL4T$3+`t=6{DU9CeCy_UahmTKQR9NORmpkD<768{QM@*S5=`&IEg4Kd$T%9_$OQES?hH@%TRg4 z+TXr2Vvuk8r5&WNtX=EC|3XBDIBVQDA;kc4q;Pgwobn5_0qoF!c^J_6}_J4y+IBTL#UYx4Zu< zmQZSsI|1U!gU@G!F5#6p)?{SgEwafmC$*cy+5A)0XYh*da+@GhMCh5e%PPgl<2@);ohIgC}taldqohHr|Zm9jrsluGywC}6h9ubaHaU1JM zl%(wnd&n@J1{He#!NEw$l!)@&xKt)bhs~iN(CPqGMa&w>+UhF7Rg?v)JmNC&%h2Uul&MbYxNw z*~rr-OV_EE6_-5~9-drH6CVl65C3Iwad5q_y$6&)tPeM}$L)oW_M*AF--?^8K7c|N zrZR`FeLB)F35_xTRK?t*fo$d|i~*8r((((}Lw9D#vdz4hB85B-1fb}I`TF(gBu{<; z)zWi2Bpmfo`(BSO@-b_pB29AQ%Il*r@Uy3w;AfVJ@et2c&QmIPgMGSc(Qos1tfpQ4 zlb6YG>6Je}o149`t7rws?d~2Y{jJWFQ-s<$e~{||M8pc&2S9f5(32rdUK=F{0)sCx z{WM4vP{P-*mW`Lof(q^UARZe^tgU1Z2`ZLA7k?@g3k_~-yCPKgEf?45WKXBO3@Q%v_G ztb_taR1(!{E08u!!b=mL2MI>(;4CRvzZhRt?T=EHV(fz|Nv(2PvBMq=j+zD;&x^CT zrz_LdmC^vK!oBpp^_}D*@L58~-{%cI5_s%cwGe!rA#9%t_jhqs{_~Z|aP*?4!JCY1 zpEpEtO3ZUeZWwt(Sqg|{VMdb?)q#Ejl~l=Q{!Ds!gq1t1Ii}}&vWQ9?B}*JSzA@7Z zPumqQkh2`70(i8W?`?&GQ|xXtsRQr5K);#TSvJT~an*n4ug_F+!`@Vj5o>k?Y&5~r+HgAs?1rpGJ z)Uv|-_&@=umzqQ}WA@z}Z~NqIGGF9hCnX70AUf}p7XNZ{UXOHfsUJ5>=g#qw)mCQr z9HVLoohV2)zKBo_&h9J}R)TwCSIN3`uyajHsxW{ny9^RKmD8@c zCdI&q3}CEA+|doeF55n?OWxtkaY_(UAVScblx!yxl6h^9_!5iTl^yRG^(D(ZDiDfO zK>EkH{xa_T6$S>Jj$~g{*Kf4mKy`*YoiMlxyPQ|!3-=l>&YBPF@x{9hludXVwy z5x;;v;fspPKE%E|PH-XJWg$Bxmi(`R=nAz@SZ-?sLG;AVYn5MAtp=Ze+-534vbT$a z1^;UFC&jo2Z@IuWa-NcqahzYDt~$qGIb5d1+`LQYwsHq~1ImEcB-P1aMxOm_!c1@rC4IEwDQs8H$uh8ZsR_7&f$3>wZ@z^}%5QYO*<2P$>;jl}T2EATWnL?$yb} zC^fv({p4h=Rr(9F)){>pE$7Ir>>%{s5z5C)lcA1W5Kw2kV5cVHl0&^NTq2}*!@4G2 z_)zdqH@?0b$%gG`q(3{~3{Q&Votmhq1TWr?^pT-|la}D)d2FBMWgOH!XX68CS@7~5 zWSV7Ek)mT9r3w#pLx{`P>qz~VHNFs9u4s+?Lie#j+%$hX){1cTYXd@Tqx>dMpL`Mhj+wahxEvKd_X>aP!=uq1>oj$!-S?AKN}Ec#$5;dAD05-;zU&#u z5b``HjNz9oc)@8IkD5x(q+mImdS6RmEk#R#)DqEu`LAOHVHspMaBOGpHip5z5m|i= zW0Hp&+%M{BZ~xbr`qFi&%Z~04c^QO^O4OZ3408U$6Uj2x{G*Ii2(74~;^+ zpPgd|Y4`~s@BiA*p=WQ`8$zYXOE1#j4en1AbeSkavnE8m_@SsyP9-m~!V50PC0#5byV=o`^j2tW)dW3LFc-gx z$vd(nY|Fm)IhEH9#a2)OMv++Gg1C0w-zh@i$Qd=<*-&Ru#i6+MlG4CVNOj9)E;Z5# z-v6FOaatEH#jB6HTpx8zZ4_X7=L5aBn1tS^3oGAz`{JHt64wg>1~RG6OE zoCsrw6R+MU%oa21x$-Ak&Qm)?PfxjFE%4R{$)PqA7fgc)a6hK~I?N)~hHE*eT8R?e zaOwhzuJ_0BH2$@*i%)}EYqOVwxK2MM-oPEeI_-x~fn}+KqBKidlntX)LU5aNDC!dW zeb`0!7g>wbjhm25`vwxi{r=C)k=Mfq60-hpNSK6%h6u_+2XKdR7HW^rI;(EPD{Z#OCA+r~oT_(O@91Zu%dTozkb| zGGc_YdE5Cvuo!7o{sTaE?73rwX>&TyU4?Rse@np;2+k%C92e>o1M+(LR`z_TBhvA> zvzkRdv8`N0SIb}Mz}9*i)F08BarJQ!!RcXU=T4K$9s3M@o4oaz@FQwBtMX8qtdT1d zlYV5v9M(PL;VL5PT2FHMdExf3;gct&me&A=LSIE$i~Wo-5_7j1jwBB6)!Hg;ydQ1R zwFpXoi~254{D~9I6c@=@x`h1xL&de7IvH0vuvwpSIRMt^VmAJ&ajRJd*Rn_=0_ zPj_BX4ZWGX%*8OQ?nzQ4z)Z-Y9|Gv^6tz(?mC*;>7;hQtV4LVux+Ym=jXL{bn0)pQ zYQH*OdW8?%^%18&gqP0dQ9XT}B^vf~8_GjsvsA9`%w9V~_!2@d_&%iw-eH&dTgdxg zbU{an9QCC-})jeT5B{hE!F7MjJdf{XU|Aa%$3 zUeFug)Z_{>!&2uLk|5eSmyrxgK&ggQh(9AZGaTg9k9QWo32OvvF%$DM6O(N)$rYb0 zF&reLkihksB8TwH2jguj)N>Bh;%;VfHUteNaIF*d;N14N9fhEb1aOA1<+PJvAgXJC zKNC~oYW@4lmGLLc)J6jntP70yi%e^88Yzt1`9M~ufVuSeJWJSQ>9xxD^-&z^MXiLW z#hCayiqOEuA1xCM-s~)AJ}bTwvLCG>PP8>E-0TfBNc;bsQ5#nrn^Hq9np;}FY`|`SgIq?Vp2x4s-4o5hTUF0#ApT@L zq|~`**50V)kW#pjs=JwL-Qzkp1ihWI26|tb7hbsdqn$EwN)y5c9=l9X{yXqV6`8Qc zGr)Swyyis(vTs;r7k~@;rwWg;&)Fq7w|8reFA@Uhv$aX@bag;SVuxfl_p_3W8^fS% z|34AGuUXFZ3de;6yu|>xBh=U+V$Z%Wy^o}CZ0iIOsC-5P-_8FGZFxy6HoR6hi3Z@X z(yB1A=&7+WbW$^^vOwJRbp-#xr&)H)eTpXN5A)s86--oLuzPT)_pijj%8WFJ;}5$M zql->|R`y-`J@z>!R*4B2|Izr9j7yvM*M@O48B4p?iB}X(hJPx84ed1(|ElVh-Zevy zLvlh2JE8X{OZ+O3Tz^S^=b6{GH@(*l^H>_91>A>^P)6>gh$6)a@f{WR+kW2g7boD8 zG*SdV_=(FFtUSp&ys}!xWy*+7YQi@+02&o0jE7${*=V(hSs6fC&BS#;&CCftt~IBm zSsnjiM_>kHDpDzP;k3FEM1x=ETEkHxA?w$jUi!_j3McIv()1*YcJ5aIF|uf0n-oAU ztuc?srP8{cIBwnyf{OKjcZ~U4*pM3vPQuMPuH23JGMN~9Q`Tts8dg&R{dL8c`Oo!8 zmmKC#L+MgnlP$<uPJU;E35D2%X2aGjUL?XVrX*)9ie0{b^}WIJty>g`2ypla^tR?jP6= zUw8)^HVf+ctA%1S7u!-dzl;tWk-B^smTqk`N6kw-PD{F$_;dUt3w8`hPpt2Ld_#$P zp1qNeJui*)J%kw=+F1wse1Vr6NfH*ZnTF#=gC%hs8on8^y4PW;4hFCB8weH zaN;?LX&?wcra+`1CYCdRT7$g%^ogD{Q%u+~o($L&yn!?6FUz3a9xB^#E@^SmfJvKr zstrwV*}Y3VAi=*b6sW26u1eubD;oh-x~H~yoN_}{y4Dr|R=jOewv)QkE+J>-1h`K0b9+r!DR`Rq8QlZf8mI8hyl$tO~wa3b@&?<9U^=O@*- z0jl+PboYP_6{+}Ndwhsh8I^G+!33}xKg@J};sb#hq5@kFDLGeaQU!g3+;yWz*mSLxn?=e+}I-h`E{ zm1YtmXqnLIz3cH{7i|}4&vH~OT-xL|4ML?}JDHYU?y}hL_S&a{PMb0=^tLF$jNag} zd@(ohbMs55y0T!LG=dBABtH{^=<}pLN+yU4H2O>*apulJTm@7{<+Z#O%_s?XLwe5BgEd^Y#k~Tg8f(|VSLDGveRBiTg&uGZFk6FQ+QFYmdE zm#KrN_|e#wlSDif0(3kCXoOWVm633ic!_(l%HBtVbRanPu#!{wH9M>5?RIfusGtZpLe4#RUX(|cTx_D%FEUg@ zhPbVSoGLVw6Fw@^-roY9KVz2L<@;@F$eGsxk%%q&JF*D!kV|-pa!z21rKV>A|F|6Q z&9BTP{9_R<%>mW&8ad{Gw(i<=@D_>S-mDI9&5X1VYt-COoue`As^ zv6KrxZ6X>BWU^A%0Ok^*%Z^)xh;!yz}Ylw$^gjNH$IO{TGM|6-K0+xw0m5Os*e~ z*NgkDTY#V97yiw>Ub-K~=-Jo%(-pt`3D|Cx#WOS%NId?eT3vpz@~% zBF*9iHiXaXpw_ie%k5vU{I{x4r|)o0meNReGx= zopL)Cbz4{58nOlP1v1%JT>qH`CtZk^2akiCJ72BWQyF=*>)s6c{qBjYV%Is;bDkWo zM)ZNiVdisq{xOku@N6%oj0Y?Mhf zPW^KuUp=P6#FMqpEk-{Xj`=@%61I4onrh^ER+(YK|AWiSYa!%CS=;UBe=cUX6;X4wz&FuZqUYZ?8=B-!VTAN2zfasKK;jR?el-1 zZH>G+(-ybBxA%Q*r`c@Hxv_*EQ8~Q}(R>$8Qc%_99nmp_z8%$FdWS%O2 zlFkc9JyAj0@B;__t{NC4f$jUj?&DuM0$9>-&t4}Le}p&-KipF4RU6g%C? zdBs!2TY6d-aWgT?ILkOa03CdMeD(xB%C?1TJw8uBU@hS9cPziaLA`slR*B1L&0sO| zB8ux;gfHEieep5l(FfT>o!HO+(u~3$=|*D=*i?O#xZ1*>CqV?tX<70Y%at1KxZ7#v zb1#2r61=gUS_(0#HXDG}7u607o5-=q#sb0PboYjJZ?^1GZqy~PEO=l7JKuP!TG%!P zOVrAJ`I{@eoC50UA_by#TPEqT;Wh?MD6q5x{h2lZ6jJx9=Cf-?Z|*4}b)2S(HL%hQ zMLl)XPU*2L#k76bgbl9uN3PjZt90lL_UpLvG+$)i)(cofg}&$Cq1`;!bsn$jQK zNE@@?RyTh+`V z{1-y7UvEY7M%&hkUxa&fT(3MHREJ77iO=269^d+cx!An0D}yDpM@3ffIf-YP!d4 z9m2_dV6CSDJ}V|Zf28&O%yk7XE~9^>EOWW+l`w&{<|DE}n8@**nFL32eSOz+N892o zdIS86z3J)={O1see+H`_9wc(QLcPMnorato$uw5L<4q75!VjJba$xXqBl3~unCcRsILB%@2Qlpu{jUNP_9Ldzo(Oj&eHNKtPoHzRMutsfKU#QhDSqTh zlncLJPIMBNnwzE~EM# z_9)rYbN^zC87YI+&nw*IXZY(Q8owgJKFqqtx1_v$o9;i8TU!UB8e1iQrHzq-yipK; zAJ9=*iVST4Io?rGK_M=4Lq)ft+Ij0aCo(qOmWgqH```xW3j)M9Pq$GSIZzuN$xdy$ zKEy*v#doH+F3#I}zbZ!d=ZWdXTA&`ro#sBWhLr1tD^G&bPi5kxPoKSjqk+Ymx(c%u zYVk0GV#q^SN(LZ{QX1TXgv64L@)B_bZaMA?d^9#|+G_C-VBuPNY9r2icmxaM6=O3` z=Pm8NzJd`ST>QML4-8^y|AX(`VLb9gqspJMFb??`hi{mz?C<*85lFyfPg1&ExX35q z`tamQBvP@{iepS1IrTa;F%KRiE6;yXrcB}EDSToV4?TGNhB;KJ^q#D959WFw#6_;=YNDzS4X>)aI^BW33@15&fAsV6kGS22 zw{7ofBnQ`cuk=Rg0f7j?YivnxOYafVtu(j8vB4;0SxNkD%Su;ILlw~KI-~}h`@fle z*7g4~8Q{4Ah_leSc1rrsOR42LWnQZVeNS@DP>vd7QrR zCF4+%YlfW+PKWkX0v7@(0iz==Esd=rn)O6|)UY-+LU-J<Edd}=n3Pe9RNj=T;pr&2i zx8qPrzY`_Z#h2mGP|L6(bQOwJfTeg~T{8XKq>g{GzP?94Z$D&dpr@js#k6Bj1#z`g z8!0@*yBJ#eII9la5!4Bf5+A0T$UhzWg~{9)v`q6*f+MVBV`Kdvl(G?!j)uxy@$~qc7n!txb^MG? z!6|X>)84%{O(bzv+dkxWyC<7iRdr?9b!BJbuRCb$hh+nL4~1872pO_)d}kpi2?@Hr ztv7DFf2Ei(TW4K33cl4;P0Mi6i|2Q^-^@XJ#gGeI&sRJsH0?=;%s8}G^iCX})8zS2 zunFW3pGP+9`FG4As2-xqU%3}(_D6D|Uh5T7vlab!_TKS_Tw*c`D#BsGqs{MKTG2yj ze&e$^Vaec2IreOj-hxxR10&f6;%2W9Z$8PXAB+f?G)D2f^|V;|xZ+sK%!0$sRNuO& z)VmvyD*0MpkhaX?t;;;e@B}=EH;>>kI#AYL52<@(y@DE$gWa4tSX9_#c=_WxV=U8y}y6(!n%RQxpv^Vdl?D73dR* z!P@7QC*DrPZEUzwW;d05V&!woI(1xy8n=}H4_n_I&vo0rZ={kUBpOme*)x&Vpol0c zBdd^^m1K`5S)ovwMN&pcC@YCjMnoc8sBA*k@3?f|&-eNMe!ti2@yGK#_x*XV>pHLV zJkH}dPTt_S58dQ8DU-B?K??;6N6%sV!wJ0~05>FJ$L+shqISQTq*Xcg#|j=8yrlHz zZn4FOu4D`EK!r70%vI6tTbnJq3<1)uyMExR{)k5GJjZl;8cW31qDmpFcsr7ZB?$=zE^!N8yc`3Z};<%o*@R$C8 z|M|`y&3+bNDB1ue6ZyU*OJ^^PW?abKiV8q^5fK8~5(hzlPUN+2Mct z<1IXepHg)jN}OIYj`!lR`%mkESj$v84(nIlq!5d(Fp>`!Zv7wbPt32X?#f!JqVK3^ zBYnMnM9ZT>f<$AOen(26(G}>*!AAdUCC{vs`K#2NXFk@xFK+RPmarLn>0Mwm`Lo%i z3IEx)&uKTECc$4b=4VNEQoUJjset=#oC%4ET-0h-EDt3#B)@Ogf27OTb$^1p<*YG7 zo%~tdK^v36!L=R~87q;9-txh_bmS$KjE`B#{!YGCw}ejlhRkLRWNpoB({sOA`t)#Nc(fs_-}@R5PU(9&lApUg zIUN)B4+zt&*`M#2o>CXBD<&TpG;K%Q&t`6|bLx3GYT!Bwa4HYjlAs>bMBhS8zizx#mJ z11Q$~@%#;~DR(o%hWYPaCrKNXp8cq<(Cc5S6r2)=Pm;IUAa)XQMMAWEt!R0HWuWU@ zHgO<~F&S@NEi`TotqKyIW!f7k%0O{FZ0pj_Gn$A+E1o#^6+N^+3og&;bf>=ujPb;I z>A|wulaHy_F<<8P$f2!hrb1(<)iYwWTYgn6%{Y%u?#e}x^3;kw`L+ui`n{t(>&fj@ zLv_BkNARRC?pY0B&3TL|MO`cfr#U2ewD!o!8jr)(f%rGoFdZPD5* zX827U@K2P*t=+sLAwlFKk4;PWGMpJ&0(h|R(DpVqEx|PAK+(^>TO2-86PTBB_>*dv z@2V2LX1*i%uW%d0q21#XIYgHZV7+U zPM~UY7gmd1D_lUKmAr2~c`UB|uGvpdc<>CHq~#pAmnVP5^3+boT8ovQjI}gw-m^Un zdE-Z$=VD|Gp0WFzChZ>)=WJR2j_Rpaz3A63_z`sN?S+mab|0(HVH$(Zvwa{`jCS1= zaTX|;2xcC{H592rDs~z=GJ_^R7U=bwvpawPpfJ)7LU1v(x0!Q(a)SEG)vnwQ{gCbc zrg#6VcNyq1cHYqd&t3@x?yBv#&NgYby)}ap^}x z5(+{|^2>wcMRN$!xX!2lpyj!w8ZS}uS2p`b`7U#{utDSlXqT&kZys$4M3vsFI& z9VzD(siOY=11}*oY|1e5uAkT}dF|zeu0~#$sn4mkq~FB!WSPa~Tg}!(Y$v-y7P!G2 zgiD;mXy<{&g=r(O2dlL-GdgT}(eeV~-LQ73fO(Yn)13 zXV!R_DeqGx`It3*b)c&t1^R4w@ChM@^5^*&Hi3Qpm9T4%M zNmZXJfU-~P=}BJV1m{adqXT_olO9n!Krhe&gEJ60&x39J3nmEAsx^6DAdZLzulLl& zMjF1lx459H_2jsuClV6ai*-44y<^j2p25kaQgT^eNBxrlAE|9k6JTX2?*7{b zTJ|>(BZdc^=LLU~RF*(^iQtg9%|X76uGRh2pwUr#3LZ3w@ZA*rLchJst z`&u@AoePi7-T2-vt#BXR`1yeUi;YhKhBsVQyO*-Eic<|7*UmKSsq^HqhS>ArL}2;tRnC!V78R9$ zA(?!T{-GIr^bfec!EkZqqWWf`pweoA`1~A6WAD#NSo-FZ#|+CZ77Yu-QiQaLh}9D$ zt2Kqi4n5_>7?XHF+~GS__0t);3)&LG?;6|FbnxoRWSAAYp3IQHJJiY=J~N>NipC}h zi}mmb$X!fdpYb1%zhANI-2sz~8lc#!1b z*&!2K!@Ntq7n;RQRe!e|^3$y}Rj&4iES>xRUePKw=R>UA1MvBYXBOn8Dp=>l;Q(f< zXVF-L?c<(?Y2AFsB=^REy(n>iH2N;gogM2QUyIm)g%Ja}gAbhZ?gK>`FJsm?o?~^2 zMg4$=1!P*|$Kh@j_stqMYHQi|HU9h==-c(yV8qCS@tlc4_3>%w(1W(@6@w+!W(kWD z$gUvqV}PXLJp9RA{=6r(wQ@WX>T#aitTU)o1p5wvUR5%e7ZK%Ey>|?E<_OUveLalR zU?WkATOmpgI7acwIRA==4tB*V_X4T2F9*IbS~XphbML&$u-F<0l_MBYB^n9~WxL`$ z4uZ4?NPrGB($2>ZY`Y1= zZ?l|5w067-kGXc&es&^Vc&v8sAntvWnCWUrepZD*TuY<6e=Y!GiF@YyBNc(Z7yC80 z)dDwauY?$dd?b7;69{yP0GHS)?Yary9>z+Q0=( zH%*@Q;a=zr4%ZjQ`bY^|}ub~Y*mR09(h8D~J-rlY8>8CI(c381_IN;tz z5fA4Aa&_>|WzUFHp(U}+2VNhhc|jBX29FF$VfknEtINeRd!U=gPZP(e?w%gv<%*D* zj9s^>W{2;w|3r|eC^o2_S^t43UCI#gl}yy8Qr9B032TK3TsU@9_PKX!h*baz;n{&l zAzOK0`8?|kyZ4Z8zx}B9Bg0tl_EUcOQIMI5x=mUTyI|OskTb{wXw(Wt)hd=pPYEaw#Vw^TwEFl0Fr2#8YWq3}QIt5tc+K{)Liax6^g@7nL+|Dx zDyXFD>)Ufrz$UzCY0({bR13o)HW6bA7#MKw+ZjaQ6RDD)eTmGv)*+~^UN%WmKBYGC zE!=-dKZFzi?`r$`83$sbsHnK2oDI74x2#4U2cX`I36AIk-l~^l4Ef|pVPFm;6H_Ug zG^NBx3x?CM<=cTBYy$B|(K@tRIm2kg^j%cC_I9o^P7C=;x=@TTL1WkqX(eoXdG%iG zhE-}Oyi;rT94ejYbx5;W0W=$nb?oIU=b9UViQLUc^YpeWzcMh)4e7UP7u_7f-oW3VL6&^fa<>&VSrY+&=J_u*T|d z&`_85?tpoIvR6nTvi?hzqsL{v+nwUI$*v`?D_C?gYXK=vkq1I!$rzPJ@a9A~u z(pHO3Yvaw&%l^E%A6yVGO1FS%}-=B#=KYIr7mOUnsZNF2~y-<;LtFG(#IzR`dpHOD+H$H?e! zQOiioV{j4|poNH&W*p!CXMN-by%+X{!5lXu4aW^$1N1Y)IZHg4kykXpXNov*zutoF zY=%V!n6YC+FrmsD^n|4#*r&ek1nP;;w4!ma^IQxZdB3ShM0h7QGuMFUBVQuI@ zSbl!W60lK_Fz_H4MbqT&bpJSI-z(?~m_p1Fz1_o-4p3Wk z$VbgiOo%v|Zp|og?1~oHw4eq_B=}@uLI$r!v11(GuG=eO*Dgz}j!(%Hy$=ghARY5h z*1HOqR#E?dX}hkTo_enHed4oO|J4+)Oc#iq5A3mCrprmFy7Z}L4%PF|$y32>+9|4uL;`dg=D}-dD8YgL?6Qd3G8)))!s|J_cAsH>r|2 z#{v}oppSnEyGn2x0;@{Kv194{-J6c}^5nNbs%e28M1B+QXy;&@-~zq))gM1I_J4rYKPwI>pBVkv;a;}cApJ35rJ)c$A6!!DlYV;Q4N z{?F<@z14fYcbPnx5-c#b$K=BbW8*M`C8|h0>)Ksgg;#FvF0Pl`xI3&ps~OEo7oM@u zg1WlnH^co*Gf+wd)3fihhjSdf&_5Edkor?jjYeT}KZOA}_yt|R^s^)&*;jTW3_7ne z$iIiQa5X*sd7KYKJvO~JOd#Q3xz9hmK^wt>L}|WvdRt=KUvkXK^*Nubrzrswj%`BN zUZqrsdIR+*0n#!}G(-JJOr_yIO5#3>gNuy}ui`v^Z`vQhx|{FxHLnHz@L%-oYv?x4 zEN+9T0Z|KY;6EKm%gjUkxgCCe5hdEDj*eygWL>+!uAvMswagfs=v+}AhT{^I=`Q*^ zjmhT|!y2?LoH~t&OLFr#k8zb?zE>0l@TnkwEshxphZ2tO(8*h0v><6cd^YebY;B2Y zua33rK*CKIlv3H>&y!*@Wt6lEU4dd3uj-!?D=&!4*NM$;vR&b&lJ)GV==XB2)@e!= zZ$3k_G`VoWE+nKCGk<<&48oEcUsd+^7Zc*W2ZuIkcK-Ogd^E6$cUzilxLw{*d+&VU zS7@!q3HJ1#H{=oLg z+v8~PG<@(tDZT8tIPXf_czM*KZYL~_d^Xb5e!hJz$FQ4%)9$i&W<&7o9{vbHdWa|y zbd9xL{Nou|tOiCw{Qcg2W`$*UJO4z#lJY2QdYW1y;Lo&)cQG1x_gp*%VqytOjBR$f)_ znJjrY)6@5#ZT7V`jNI@#UBi4a!Z?2AafYaot2Tz&O~Vx19J|{Qle5)gW$%HbaV`yY z>J{9rG&}DZ;``s?ReO8ApPvuJf#z}7ZNF_75U?I`t(BXG!;2ymi?~21(wo3-a(dVI zAWay{2L~qa`y~}qUw$UT!P!+VJj?_k-HP>QSC5t!g`vlo5_F8c_78t)!T9jVuzRxs zc#Y3(+0~*~*P6c7V7mP65-SXK+ECP!9y)xcCScwDbcQTM`AeCl)tqg~AsYSSh zE}HmymRMO|NVV%m*fY&YR9f~6L$PE|ZI+EggfhLtAxkS(7L<#iy`^6=M@y)WKUQn% z$i?Z8^;i!agA5J8u}_x!DGxjYW1MKLe1lD33yp_u+Q+ft-&i+)Z9A7I$z1xZ1B-0} zlWf8019-B_Q;_P0SP;rv%lwxZw{7WVE2L-x4XfHemfveZvOZ*(|I~YFQ7u~P#5>lT zG_Y4*OlFN^j{<6UqXi7&q_xzB6OTBiBY`s??R+CU-F8v^$T%GtWq^7~y`nR-B3_gG zOTnggZ-u#$4q{9PPntkcg1Erd*4%qF7D**z!M&co%4-ucy4E9(IKODom&L%4w?67=plQeI5I1nn~+J*lVirvS@SrnTAOd zuy9u(<0)7S!lE$f0+e~jeJd$0w^0UddHd!ntWs)B2R=Vzg=rH#xZ7hZFpuD|_;Q=y z7-SY+S{scl&ut}a;R+5nbAEG;vfF2CeDe1*%5JiH$3VLqmORviEP#@Ca`@W=V8L>5 zGKL8l@q8wK$tD!WYYXNf15_1$lWtJcI{>?<*PY|2yvM;y+sDim`9Fh}{&HX(H#A#B zC{{2PMW{N&(i}DCB)#U^G{eICuvl?`a(%dP+K?0}nDp_zHC`$~g*or15U57GV(o>F z6nia@4ME`oD^b@De}7nhDspXionY?Y7Jo2o$jBkh*h#gU-b9VE)6F=JJd5AV{*xy+ z?EU7%46E!!Koan;P*RGd5c87Vu$v{gw z8s$za6Sb6UL#`#8jL{%hGWlRa+ka=p*7;1#CF)fmLso!_ZdLG#COIGiHsWKilfYQ1 zS!6!X7aF)P_yt`OTCVwl_hdGGB8G%>zr_DuV*e;$GMZ7rYJ4Swvt)qi4Zv)~cMAvo5jgV9e1BjUy^dh3 zUMk{r5Ge+aqi}WX3EG?Gz2rseSY#n&EK@@!RXJ+6D3P;QFeXaEf%Dpp(#gT+j!D_N zfueyN3b7U2+yhan+7>T3WA4d!o89CvlUY`z24}iY+md7&%YsXCeSsGj5F3DV*$Wu_VMfmJ zXQu@>3LBEaP%**Wx~ZzH7A;H>f*0ZQdFg3`|MuOx{c!9;^jJ-h6tr`6iaeyTH!khF zk6)GA{Sk!6-x zlIz^2u6+L(qfUd&z+>0SOd&v)#L4!-*co|J*OoHYAeenGwcwXx|(g8ocV!wY0G4(Xpb5EFP0 z-Y`{-1-=4W8VDffKIcjvHGQRT`bx{I@w{o<+dbV$3Cmep9+*itNNzyJDz%tJ!Z~vd z+%5+YE}5Bm_K$Txcj8rx8+N+iyJo}g68t>;n?;F_KUTFV?8Ve8mRX8m(Ip8!|Ewo7 z$k{(cDe?Ub7whw;a|?so)nO(|z;!ZBj+{=_IRMx~7w%U;CG#6H3mz_pb zkVAxmeyhDi4GkRO%FqO~1Q14We>A;z&P|V8-WOq{^Tqts5>@ z=tKaWkWONfYUFu{U(u}jJgC!s6R0m5tpg`qCQl?c=s&?=4guJX1M_|k!&JSOHkE+V zv3c-4bU%POqykHXfRwdct8~C73S9za=M!of_!?s>BRBEy$M?954}JQfBJEL(9dHU< zE4s4XbrtLlgp03b6glpzzkZ8VxCU*_C%V}@@HkmMD&#$|>2Zy)>u5WrQg3E6`Q#A@ z0DIjN>iOtOef%HQV37u6&Po8%UrkId0%m;_pk_?)-JXv?CQ*U!W8e7}H7OkMMmSu{ z_WXI*K?WV+aW!F!kF~A{yhQp(2!SfgcHuGw4A&?@3l*9<1!=sMQ{$R|@16z<2Xds45nZYg0tq*U zyzX24I=Qy&IFR;{nWEptJ2g62c3!j| zk~La|c+l2`b+n8wpn`(msvohn13Nm|q;K<~8*51g3P;pCvaZJCrmNRow`}Od!J>ZW z6`2JE-&-BSjs|s~k5I{W?jQF+Uxi2;BaXUwf7cSm?qzGy2IdlUsw;~qCr#~{GrwiR$-pVLU zp<^AQXI-4tr2f3A$Rcgwi=O*>B!v}h7vt22QT+&{t689(yKP{MqNF`uzd zPf6yln(dsN?QpqDLIp^sFpw#eSkRx~?u*r6g)i_3HrqHJQXu_pO6wXui%L6{L%~O% zv>6tDpCO)mP3Z=z_?S|Ty?)D!fr}YR39#6xi>bAISec3z&jt=Yu%CA{`M_tq&z{D9 z4O{4_{OiIMC)He*q|&<)C1+C5$3o|!6wz?^=~OmyLcy018)1qt1W@@#2X|?em&}bE z3gr~JETnd?+v(xtDfr5Ph7duV-k^cLj$FkNq=sY@B)G~elSpPELCr&zkhg}fxRbAR z1!Z`kXqqpF@8J^H&QtNXawJPZXMA=w`Tf_81L4o50WzF*Zifp?0X%V!L4k8m=CTmx zEs`-TuqmrW(s1=I|0=s82-J%eY&wQ*Vgq=!)3>7V(0A>-i&kDN$=SS@7MlNt8p=0= zTUDd^&6q|Lb0jyHuwC3E!W^}(ms*k%118yL8OzzUHZ&`5^*K~>_1=YsWf!rkInyUG zcRcFTZEBxDu;h1IHB4Us{mK#Q|%TEs}iL&ox!4C?%~l)QgVEmnEn!+&V@ zr}<_n`|T9y;)OL2&HOY!+L*&HptHWLf@76Kf6N$~`mP5LHP}^D){+^sm?Wgw`tkzd zo(Sr_z_u?+KuhmlRnN#$3{%py9M5ru@V!HSEgP2Ulf|a+_lj2>$IX5JZ+2g&*suEn}LSXF#cstjauvR&TXM!dq5!kErCBB^5H8&buTiTMxZ1 zc}+n`k_o)tG(4P^YoLGHcV&eSN(p=9kJ-*cdSDKUk=p_)j)Y)nzOWb?sP`Qg&!4Oe z8?D?$!gdw^fi{ne>o0tjis2*Xuv~z|Nj`*ICx;#h9?U*u&*Pw}wk2c?&zOEDFQeB>? z>~!=`&)Qgfk=EvOlkMcFfQ>4dMAL$Kf_vNSsc{e@ejw{~>3mqNVsx#6PAo!YMsMpE zP}N{iR<%n`v@-KSwp@}jhU6Wa%0C*K2rFMz5RO`2STcWpda4JwNirs1U{gB(5MJyX zOipmUC}mIKHtCbsSU&yd9(X)trs4g)b~T`45WW(QshEb$tU#D1EsIG}?5d2M*y$ri z`)rG=XPe%fLAi;mphVZ*SSFPk985MC1K?c;XIdPBN|>ahgHIl*@95u<$;Ga1=$h2P zn5A@l{f8(@xF2=D12!w-k=KwSlnx&^GDs8ECYh!}suO@3dEjzH2NR8orHJJz_dwAx zQxC;}oF>E6C*hXmQGva$zv<0ga@$4JZV<|w3EWW@3d{Qw`CT!r5rg4^kW6RVb;xg) zw0V!6bqLIcnBYFPDb}SIE~0Ht;XfC`xPicAyUMa)_6z#E_oOfKzMr1aO^EYv92WRu{oLxUTmn!tEKe+Y4De2M*9_pq({MjAf*av)xc%8z&H zH3R%I3fB-^LqM`5U!{0yQ57`^sS|hW=RI%8EIS0F*Cg0ujGlrtm~5D1qkR2=ax4=G?BA1QCMZ_!>=zNgkef2YKF45J(hIk(TbZVn zOcsy5-shIcf=(zTyC^m)onbh{Na_-~E*Awy=k!okfl2;JMV=aiaOa`DJxgNvJ z4l>*+8k~h) zWk<0TGH$qNZny_@sCR5{tuqSCaT99CkKb;nSIjaf@(^*Cgxy&2JXLN7J*FlkS4Cmi z#T}s3%&^Kwt5g}e0~u<*oCP`x5I%1&)hdQK&sckGKv2p&A^0FYUW zPl^6;G1g4cgaaG4u)vv>)9pX+&vCE+=2$K0fjKI71kXf}00vqdfUf0AF>L21xmNf8 zWuF{%&1f2$Wmp<`Sc1<$kl=Z^cd-foM!!y zoiq|ut?-^LuqaS~_A(H|t*^YR{3GwjU05wYKFJQN)8`WJK9IFqJ2_kSL zCuc04Dd?6ECvRigPq$yYxmL8hP#+F)-glz>E~*N`F(W7?@gQwDwinyV&f*i{QFCZ^ z;kTYQjiaIS2?aW6%}O{&{4wtZ>s|dwxJ?tb#5Q_jzUwAlep^to00^cttsRTy$SgF@o#O<_ zGzlG~U#+>dLv>i`50_W^T^%>KeXxu-!E`|~yM&;@VY4U2BXB5llQ}-*aNXwqOLTlCymv84b=fwxWP(`V_9 zGO0%o&1$+LX373}GBMv5*`?v_xHs0GAU|ZrP;0K;u04D1Vx*ZpxC@a#t@+FquOxdg z(i%EDO9JexPRn8E|FP$DkCI{{lMD9uAo#X;pGk-jm@=rS#2V@dCgEs?w{$Is3&r6e z^5X*#`NEzz*}OIu6Kfw}u=_QFu*b!XI9uRNF=~)^&*lvJ8j?OC(&oo}k17lWECq@x z-5-6ijs6&CBPqi1H|)%I0=RMXnV>*lg{2nWaz*zbG98#uk4Zc$D3B%ZIz6v@%`s`< zgql=jiJxl(dP*8)STx)_cKG7V3kUmrzd?`4SjYT z+WxiTaT>_a*#74+8=MeTNuUM;AOyg69y@?wPnzuo^pCZzf{d%B$WsP`s?Fgx`DzMHn8fu2tS`Gw zVh(A}Be5ZsaeDEh8%Yk(;`~N`Eb-HiR#u3F?`(kWIZ!%-*KNU1e-VxzmSZ)1{|{rc zdoNDJVI&g;7}yRnz?4J%9+FiVNPui~7v!ZUDGwpw4b z+_XM6T{*I)XJ-PqOsQ9{HO7f(dy_G|W*^-~;Tv?q*DkceM>k6J?a-6bM`-85v@{IV z|7kCN`$#JZaW{huz0PFx!7{+kO&&!1_lHkC2+kRv#uT=QbG+1AM&1i9p|7 zao19`Vm5{FXxxBn@x=Muopd2&1pb4kBG(-p96XTAC@8&?iS~{#=bMW= zmwkQxIg#e{BQ?RWNnWm9yD$>OZWQ#B+xPGPz|PcM1M@D`i2cVaE| z`Aumt-PND9(aE)c#{zfq&P`c6ei#q{1|kg{$g!kO2Pva2*Uspr?Kg5CoSZBNNrYIv zOuIzlN~VP~F*DCrC@j8d%fD#ZUXb6K;IAA7Ju`>*+DC^Ec*quvUJ;+Ge|*gL$i{8F zyu8HVpDb{o3Zh{7e|>qO8k1EU=Wv3bBgd4cRXN+#%iTxNOYMs|W19eW4KZn^6Uy@e ztT;|+&aBBC9rcH2Ik`nwZbL>oM}J?!x39Wuej>)##pK<(y=^6=o$>v?wG<{jV|LIk z6lY{ot^A-)U!d~nKd*iAqk$q;s7U}SCQ<@Luu7fYC2*e|cxW6Sck*yh33 zHSf)k2wx69ZQoH$Ly~e_abvCT7Q1Vnb8W!_vYJ|2_x4@l4`l<+TZID`{zI z+nc+fhH^gqO-7>$@XKqDS;ySB>-}9?VkuV>6IVyB%pSsPPJcbz4Q>%tJkD(L5nrY4 zUb)+d>tqv-;u2~GDXn9BEhy}YXfdnU*|aMgAj~$*2*Z?&75f1llVNTHjVa;SD=Yq= zy(0d@9RT9fO+*O`weJUL79`5Iij9~AbhWsuOlI616BN@%-T2kQv<(SV_Jg2u#qFRBwvjTb3sS$H9N6f(^2&7qEV(kPpLs!=#%aHb^odDECX}})B+;qjSjqr z8ACZSZaDI4 z!|O+Oadz+8yEhW|?T=L_<~nYQEk$Nu&Y&F2M+WqbUPF=dON;s2w)~ne!oX~zrR|6F zM?Z+K=fCU+;fSk%VL=o*IY5vk!{NdsBFaGke%cxWtc&m6!LGht@ku$qPg$ppSlOg~ zq})d3xDXt)O7En-2RJ>LeEb+YgcQYOx(oqx(- zf0QcV@>{q6_ag>{z@XL;kjKb)7o_d$@QHT`3x|;HbFoGm<>IcNztIBl=R08p7-bvO z^MdC(9JY%aPrPwtII751g7F`OQ@{MRkhQ?G?*k^{L4tFKOlu=AJmJm;ml3%r1rE3} zTxf+9r?WfYY>Qa#Bf1bok1-rES)^3FJp2Lm40+>ZFb=wsjxw^0p;5VJ)f+Lke3MYo z%sK2(6=mi4e?~c#DC(4&xU)G6F zYwdNvm~RPo=H!jA&tX={y!I?c`4+eS(2AFg9~!UM|BfwXCsWvGe;O@S;V4qEwH3l} zE>jE?Clh3^d)d~H#qWu(63!ZW;@+PiD?^ zaAKV{d1T90|A+~r8*pr%b zdF4efP*8rM{awv18LGpi)|Hf1SzT=c6m7mw*n5YZ9J>!;Ori=6i-`DcYv29UqB0UY zi}E;nf{{Bzv%VC4+eB904h0S-rp^%WYw(}tIo1{|B*oqL0s20dZvS0`Xw^9%=ZWeh zAD>s^e8kCp^^QTI1BCnS_WKv@eiZvrIBwWwHX1&9Us-t;4HgOihyXhEA}%hjlNMdv zKPp^kO#`Kwb@uPCr^&01@l#9`Lv;)W{zXuqL`~nX|J2Zc2u+}sejGfS^-2%RNri&H zerGn#!{*VHJ>_ri@3H@O>2}PzjAD90Jt>+fpWwn1n3Z%GM8i;S)rirX3iG~ry0N-L z3=Zgjieu#V`1p7m{RzaJV{!7|rsqHI?GVTspiNYw-4}!R4p|iikXsnCw=`q-<~s z3bo(oBJ#5Tk;6{yb1>!z9Hjn0z1c;wk8&DhJ4eCYjQ*A+Lqx*&2v9!}YZ7r2x}TvC zCOV=tXXM}*arWcnqp2+ErX2eEhC8z4g=GyzVSN=F+*7F`vE)Yg zB@q#lOp_&ITyiD?*!>Zy$r!qQYWQ30vygByE*n) z1u-bF%VWLkSN0Td-5&HvlGbC_D}e(KrsXbl)#w=HCfCEZ!}jKGPR%D91v@c>Y2tj| zk{3ki-)pX0r~8W6V(k3cC9m8^0)>EANo7asQfQA3T3K27#{dd-uteO7EOj}-EMjHd6UO`s;7hW0Zr_(kg&o&cHs*_-`W?BeIA+y2-*1Umpnqd12C;#{ZR@8~E- zq=X@|<9_G8LgSTGi#(8_Q?$AC1PLACWZ_ldIA7y*OEmlZLQ$caD%-vdu$I5Ej$iVz z{r3+z>j}h7rVyi?ql`{DaRl_}yV`~+XAW`yP^#W@n9~RcL9P6p018JQ8JPzt=SbRu znotcXfoOT%<6~P$$2a$oU=9K%&ig$vPP>7eI%o)J7(_)zR-h1?=~!AYDo|jsYJBnr z<3C+`Lyst{s5nR;^q0(x7G^plX?yK*yD$8Tayz0gI5@z_LF?Kk5sI+zYK7qO_xDg= z6O2p*Pi#aHTBi0lMf@(MVW*MM*+c*LUyWAD{!lH7}T<_x1Msz7maah zWHqe1igf&q|GNN>)2BBQM_!!IHsc?1?}vqzVqS0wZi&oysAfF+;#PzQ5rlQBedfP= z#x}iS&TQTV^8!YLQ=;yySeS!yWq+|(pY}E0+GuGcl7uiS3|S~@A&O|XA1SinPq%qa zf5QwvnO_;anz0Z2Ht!4_BBdRmRf<41(JO#lKKJ=m-Q03L@(BkZ53a3Z;^HLFCT*UX z(Jq^>FZ{75#(;HaUHW-C7ODgmgG5b2$p`n(S!S(2#i^%KG!Y^4R}5Z9x84@Yqks$v zHCw6b(KY(sa$y8Gl9Ox2OjebYAxn4t;=r#Le zKjrK9#msJv%p$&2HKKF>Iu8|xvbs7CK$~J52)+IN)X!Zf&J*|pnK9@(G}r;fRg-%4 z`%y!sG(tsFfp=&DZ73;Ak;-$Tltwh0&M zJYRjWC#XiW&`o+y(l#*I*Yz1hrUSpJG9tH}*YVwAWP4^?sF+&$)v!Avi zAB`QuexC)isBR%7oXA^TgzDOwkrYP4}@*5g6YnEX`_k_~cUn*#8c_0EwLq%0o=ff2(8)V-OnC z%XieDZIw(O6}xa>oKDlQePpgiwqZ~d3KD$}(Z;7Ndabs7AJEJtH3(q+sf9}~v4F|Z zPPXLcf|Hz@FZ4~gvc7@HQgq<=nH;Nkc-C75Q!}_{wFi=Eb%t3$l6!E#ccP{D5GOGO zSZM49~?^plmtRF%n2SG20KTsG3*W9yikc`Rq{;o@E`JXcud(MA3N6ix5oX#VKikWkUi8PR!woni z%7z_S2N(_P2qh6IOHj?uVp=zmw}Bn9FC~VoLagd>eA(HTef|9nz}>y($Bsa2UWyoJ zWNZYef{=eekKygu>%T^r@z8a^D2i{D+VzMHGpQNL>IQy66OT-QNH&1T}X& z++l-EMjB%~iZ@H^)9CE&Nq-VF|WI%p^M1}GMr$9YDObX9hVh#Uz~w4lgO!wNW5` za;o*$*e}l3Jv}9fp| zj%OIkkzw70Rs2nzE8YKv2ctuSFSWXG6b6}@jh!2HQl1nocl_N_mvEJ!BIi&5ucwXK za2ePf$WpEVGCi_6-o1NA^swYtfbbmwF~J~MlaJZJgexpDIk^Gk0U|>>9LV;DWKob! z5HX{0(F`XFO>Tg;;s71R015N}Yu_m<8j76ew6e#4?wgl&7J*V6#caFhv;lIB&enFA zGLX^6>92n9t-G;1J>ZT9FB$(z2~KPhkaDxI2Xxj=Qc6*M)o0(W(aA0kd*D94zdvZp zp`T4PpPqgm39;Q^iWD;nx^pt&o2XO)87?0oA<$Kbd(7Aa z+Msv>&tigWkRCs37=(sTd*S$ZIB4c~s~tQ@bg!2^E>*pTfl^#jwuZe7?E66N@&15L zAKJgMBdew@lVi#e>+_JP0p@bOUcs$-$6{79Rn(A66ZSYCzvkT7WBoMi+;y!$-JCVD zF`G0Tf2620eviHwz3FZN_#YT@Fk3<9h(p>{(rQ<1&>2F38A)UsDq-hccdlfmy=jqO zuH1(my0K{Sk2NujAtp6AggobfP*>t4Qbh+Rf4qu6h2=-%WwZEyZ<)n2v=+4ho`a<4 z5a!L=C?{CVq6@_1FGy;heJr&69Hk1)f_3v-3*C#r>OFt@r` z!OhEDFhcZr#x@CyQFqbu*Nqt?8|*+O*jA|On00ZRl(-w=ldIjA@JDlE<|~G(ZPeCx zpdpPNf_MNDH*+i2lqR_%7n7-(S!h($lhT0Jbk+})3d=EYHHsZya#H1D4P)m6g0KMRn%|f<%twq`b(qUWb|M0?^f1o z3YZ7An9y>>&wuEIpu7{6O_3+41CuOg0N_457ob>(tso0Lx8xp+TG_GC2ys`}=XP;g zeq$R=3Tnm0jF%QWBB@tJSC~{>v2IxeZ?9Lh<56m>Ca3a8Do6Qd zGoN_U($;9EeH~Hlbjz_So^A{sSZ|5eVC6{{f6|Uwku1SFi;Ihxl&>X)9$NLD)32#v zcT%NogTpN7mLQYXWReb-MCNVrUF!3O*T#&*#JfhjIwCQ1rJ~Tip`~b{!_-u*ugqV` zOK?*>ok&S`qU+1MaWFCw`miEhJEdD-Y^+#;!R(AmMOlSRq1Qp(K-z_9<5rsf`qwMc zS6x)gYbrdq!$^_u7LHaR;-Q@@E{4|D)SQO|peR-l0OG_@0M0@N?-^f#w=WEeUNCRTnb zaJ@V}@$BNSDDiBq6Cv&Wy1F${k}WMXadR1w5^R}@8 zie+1_-M+>RNNMqdh5c$~d>LPuiikKk`E6%U>6I`(?&l6gZZ+?awHs1}N)p zVliw3Q%Bjpz~~kz+*Jjx6C}VRGwsHG@!IQSYYw#L3NOq}_dg5}`V?uAa_3=Rq%sK_ zczGvZ%+Gs(l25p;gmge?`HLO>T3T8}oeX>;>GDW>wDVU>p~L)rmBs7B@7@i{ft^tf z)m)Y4d)jIF!U*>aZW=Q)vxcms$KlQ~2w?AITt>G;Tf>gtb{C%242L64(d1{~03bQp z19|#{2vZ}~vzGM{i~rjCan(c;QXg`gx4}<9o`i1bGC$%qqo3&RyMVm$G18&Qf%>cH zsWrqOppN9cJD&KTUM^oj9zIm)6$qo=gK!rGz7cvlX5cuZh?x70p>KDA8kA_;5X}!9 zOoR>#FuDG_^>I~B|C|Vzy3O1Y0n4yQr=;;HUs)MXUx4!H-z}qTc0LVVVL^-pxs7l{ zxP3S%wBnCIsDEkzl{%||6C>K5{eZ3r-BakWAk*xB|GqA8LDfj1f0Rk2-wKD5F{%op z-k}pNsLPE8=4-ZX=V89saV0L7zmX$Rtg@<#P{L`}2tsHfWUq$TNS=Un&d`8{=sl>n z*VLd_>EL?7*(}@?g;2rhK>%e{LVAuo_f5^sv%%k>x*k=sjSyD9U!fBkWjTjZMGZxt z!7ZIDNqB?k8Ic|6f6CR>)ut^k6wf&u0h;KBsE16%(rsBM<5wfbfTbLW`8&nc4j6eZUG~y>TVEzl*i(J}y88 z!UJR^>JYM6k-^Xe6LcDO7)}Fqz66*=w+J$$v~z(0|8=$c??^@niUdq76LczIF?hNB zQZA#NDivVyMgjbqU9|d)e;I5;t*6bOl?=IDP^)b2!5Q|VS1nZrvx~6|OdtRuNGJNY zM9dr>jIqm;EG7^rY3S)~#zQ0kC>K&RnB8rpc%}bvSJF|X!rOj#Vsav&?D%twzr6xS zWLRY6%-I&5T2w7m;*Aa9R3PN zq)gUA+s9*RX-N}-cw|Xo#F%mtN1y-xCOy(X#v9ZDWa?WH7#J8H91;-FgY}hw_XGY% zJum`tr*ChpGw?&3Q}LWG(xXANZ9qVpydZ<>6}}Y4C?V!&dO}FU6PbE80v~*oK7ie2 z*O6ISSsCpVkROMz?lh^U-g%>4ZP!CEN8y?O&P{GA@5;FQtg z-)&N%i9l7d#%ou?g!-WvG=&_wI76|l%^+)_cwyJk{#i;9VTj9v1Tge<)cM|nOen16 z6-fnjV)TNbZ5aQPJ4g7{xZAz053HBmC;KGG7kP3lOra(WPs_?hXyXG06KeX7e7a zx>Q~9j_U=$YKu5kU$AN`COV?1p(n70vo!P|q(<`0WuvM3_|Xif9nBgslx=5m*rQ$w zzjtr&r?ghowQDN~@ne&D^Z~3;&wwR2D=XN|3^emF^2$xQ@LqE(P%I{QFw#+rvtV{8 zx5FdEm*y^ZR#FI@d~TpEHOEv`2O)hztvXG`Y>^( z7V@rvYIt5}v$HcB>4DF}QJbBJT&O>%60fM?>e53m8kCP6;|3swC7CbDA5Mbvk1=4U zpytqTl_~*=Y0ZX{Q~~^m&p5H<-Z{%mVKo<0v3@G4z=zZXD0Ng$@ayse#yVMOXl*hDPUlwqSN~NThaM1 zI`|B@iH7sJO)BY%Bb| zG*CCCU^C^lzw$d7AH}<@tI4ItJjjwA#)2X=F4cNx#uvDl!T`qtTC7C$B3W+#^|U#= z>i6$g=lgY^!u5z#7=Pl-689VLGay?xe%8btDOROo%Mp|u)hw&KzPfsFhPiWRw^97q zMoaRZ0YPAkU#!c7r(c71Akunz9B7XL?hund+`iOysPBtiNglDGWVXJeI7yIxj8- z1gw-K6zx#ulOPNIpUSR09?JIXGh=In$TEZwSyE#nk+mA4JSr+{$P`Mp6l13-%P1aU zWK77CCu7T4vW+l`$&w=bAf_x?#+vQDMm@jnT|S@p`WSz>XXd_K_kCaId(Qcu^R;iE z{1X!p5)k0yeEqs0#_r1)2>k^Oe+U7|1hXa!%ab`^VVF}Z2cGc@vOldBtZ;>TQmj#F zbi}aZ8S|oVf3hlbSVM*~+S{SJ$0&DScTZS&21>WKw}T}07;`?rzzSJH%7yMxLA)P! zI9*)xPSz!zKVU$LDG`$BvrTVuGv^0!+dDNNzu^8zN=ASIvd2Lo4#33UxIhO$#~ZYV zwU?d%MZvXt(N5Q|$EBpa2g$zkllOjH1%!BJp>!{ZAf$|e8`QtJ=^2Ptn}d2m@Yn>k zbKAiB3o{=#X1*kReh2p!E@F*j-0tJRdk_bmu~D45tQ@OpM?YDw+ZoUJeCwzOftRP? zIy1i&tQ|}n@xlLMKkQKYQv_fq_N7P_)EUN+=Z1Er1f%3cH)Y$|x;9`lF~n zdQ!&ng(1%plQkyuFCneS$nb=6GN1@q=lB3Z<9V?+Qbiix0GP=H(33v}=mB#yJ$)P8 z%nc06X=VpcCh5fHtTo>R&Y>FwjRh73sPjrv1_YOFo{h}VCGy%}5=3~;r}Z1C7QPQ{t+H84v2(e%PUvnvB+$t(Z=THy&@tOwBjtcY)yIb zevl^BMmwp`QJmeC*>;0`egMt>C6>5I(QsX6YJK;|9V@ z?^;?GbU*-RUS~xwr|8V~=GF{Iwi8O*s|d--XWZQjJm&4eVa1}tBJ@TwSdDyAZBN|0 zJu?x>eXLUvi3gu71dK$4(se1g5wd3}z+ZXIp!g09Be`o>P__^T42#s8m|(yHFaX-c z5#k;rlyzJ}!s*~(U4VSQj*qVqINcfcE5jZ{p2-0+KQ#CiQ#f=5ciCmpV^(5pvziqXA8jF` zpPJ}Z8QiCf+LoWPSM961cby~O0`V0`b_=8LOcDHg8sjoMU&8M~D<9gk+F1qeAJcl9 zn36DirGw17_M58LD60H4Q!6A&v2$qbMlji*9=c@8IyIcE_98x#t=-z@ThJ?+J0&1v z4*vPhmlqE(sZ!7IAP&JKHC4tR>a@f7@x5EIsq2C#Kpe1n5N%1%jea2^&<5E^?I%c4 ztbx}c?~d%F6YAbblXcZDOs_|mDA^xPbq1T-ow}f5=%gN#h>8U!D-FB`XH=Nmx1(X{ zlX=J-JPtN6YE{U&$fw~X=b24X-w)=?9Pu!L&pLLXzg=Z_-$~G&-<)<_iu218RSs&6 zzO(C$`%0$Z?>Dw62>VyFI1o2?uTp0;P)d8z*na6q6c6ylT%M}#cphx+v4K%PC7HzJ zoe{6(C>M!cgCwdtE1_${*YCaUOsY*V z;2b}9y;LN&2ba{{_e{Flrx$aE+`X_4QTEp25E)`vmZLon5IpNlt@;mrSj!;nZJDnZ zw-IH?iEnpz!q5Nn``0#Y&Y-nhl8YoPzTe3?I&rSTUS8boyOz~m<(A}kE(ozgq)-|Y zWmY>?Na%mp_2mwPXvw2R{q*_wziV+UroQL<5`?S^Y+!E{CYmLnf^Q(ZPp zg&&tKrYWC5_0a`l*90Cf-;Grab3djOj&w>PmA&W(VIwHhy$1*?8flpc8 zs*p%Ek_G%gHHyj69n#>UvK|~QsY1Ert)&}p1b7oSv1=dUuRp-O2jJds;jiDr870V^ z+Wz?{loFbHlQ0#t641+VZCjK3~s~@h~1%ExvsF}7vQw7n~ zJh?QRY#9jl8Xe+WArWpQSSeDW=3o;*lS@CYQgnZeKkB+fXe*?Q#InVH3*)6J9`EA$3g}r5{}cyp z1MvhE7H8I0C0*tCcR+AMqUgI8np#diMp(kbc#UN<{oJjBgo?=aVcT?f6rhP7_|cS? zW=T5%v_RUI(d7PmwLPjjK(_2dEOKQZ`XC&w&W5dYj79$Oz~x09a$=Z*lc3;~(NsG$ zRU1v^LYsVsVfM)gQDX7C6y9LuR&|E2JS>+rb04S$>W%_fqzF_;JGBL(_=}ta$OPZq-c}ZGkQw9B^7lY z`F$(XR0%%TV~b+1c=Mrsx2Uivlsn*nADlb2$>T{PEnh&+L{(5?13{U2gQB5iy<%-C zbi&`K&VhKj{d$z;k#Xt;+Mvv1d)B+8ZYPnhoXA7AEy-w&@*t6eoZsAuS1*~Q7I%%w zk$2HBT+L5%Xpf$=2J+rs?)Qwd-13{Kl(*+ZZ3T;JOXKcs z^OeVV8GdMnn}3Fz55vv(=f=ca=(I13MK%&jzM3HL{V}GjWl#|tSBpf8bQ%71<+TOS z2+|B}5rq1C{m|2!j|T;QI2hPonGEF5%WC;kRTW6dh@zkQ7a-FVzKq?thB+kwEkjj{8X%MFzx0{FG675^me&Bw+ow*%y` zUeT!NlCRW|F{&S*Cr6RAgWy8O2%kmcMA~$ydMqq#un!;hKquOuqj z=aU%uBuWUY|4)gP`_5I{l`_TY%00M;NBl;(&1Gdi@mlho zu-D!jYRkI8lWUpsK=t}tRQhX@kBu?HE;|dVB)zv$o!fz!X3;n=lW44<+4W-J1%K4- zjIXT;8V17gElS@4cV*4Gm>EahiA`apDy&4JWGsxBcb*r%H|8w9{-w&~yjhVJzlM1~ z2W&tX^B81sMSsoRiTq~4Aj>6%bqW}w(Hk83hn!K-Nuot|8EXKGs4k_~J={7(!A%NI zQ=Y|k)fi=!nEhP<_BT}WJ_aHKVQZ{YY0z#h_WY2-^~vl%&Hu-Dc^Mv9exAE!iZ+3T zB6DDK81lS_#U%$B{kMg zc0~bR6ZCGrL;T<)85clo>>nQ)peEzK|HE<%-28XT{ZESy!YIFoqWu38a{X`ca0d$t zWMGlsDR7&&cM|)(&i0C;C08~A?1YPgs)y^AG6ni7y0*6srPt|x%RGlOBxYT8&7ZA| z_O#taQ?CISaO36~fGYbgdug$N*(r7^)5>L*H?8Btj8^?%d(T4{M3QQZ<{|`5)$H!$ zF__*jwoGf8Fm@1{^L4(NtXx9?Vu8AY7UrOnZ{G|KfSiH!9R!QAWj4av%~8hU4bHfi#-akc zn%lqI${;k)U)zlkA7b6@S=S%NJSDRP5!Aua^a>s!Cw$P<6$wKU*7MY4gBE-;UFwNkXxx{&3X@R{ZtR&yS_5wBLLAZH2&eB>GO%X$@2Mi6fqN%sg zR0aiikbr)O0fb+hFf7tdrx_p~w*FVEPxNI}>aA_Q(%G-GZgb*!7k6O>H5|B1uT6AG z*&mms;Bro4k6({P>Of4>c1?4*&u@n)0RJcD*Odj`C$}M#(T&V4(IW9V;p^^@E2A4F zA)j7{9P{J{rgI_$cC+wUo7<5GI&Q(R+fV{jSNYMZE9)>zA=E8Qh)mZgKcmN{d??>? z%nMe;Lf<5^IYB>%RfQE|k(assYNQG1*~afF^P+Qy+kCUOA^!fnn|eT5tq0zf8QD|U z!_epk#)!JkUa+9uwrli@ug;UOvFt^5F-U^fR%}ZHKdnY4>B;8fR)*et>r_r^!Gp z)175#Me;WGJ6m|fa{DdOtiX(F?+P(^$DTX^U}Eph&$Vnd2!J0 z)GY61Gw{-kzNXqVx=D<2Yx>-E=xiD@P8XZQg)rMbR|#Xjy!LNelMq zY?{T>TNVo-82_FDuG{PnSA~SDb>t047dyVYV{h6R?L8CPUt=KB?xz)Iq5Y}`@;F3* z{^UYC5G~-X{@iR`H3WV%KEUGp$C*erG zZ+#u~IEKPfxtpH!BGX?yaLR9bvYc2&pI3FAsXx`0!nN@_a{27oow^<^$%-!PRG?46 z7dH{bXbwG{WaG-cj<4=QJpVCB`<^#avvk8&rQXWbR}8%s+vPoR5VovR+00nIrQ+tN zHmB_r?%9T-ZI3MK`bkuXI%9FZF`Dun5C?DM`Zf#R%Ip9I*Bn+A`aJAVw4&t9igwP! zJukp=Qvu@#>`)64N7EL&PnCU!-tr^N0)Z*t+HK-#XN+Ws;y;8p%L;nkeS-wnU`~ub7f-|Y2vx=K9tmfng#9Pe^XLC^Wa@nH^MvV(lE(=)@zJ9} zA*9ohpq@|G>G$Ibn^J^ea`(3#D7EisHNRG_6)n4dyk-lN9WCc9ZF~`PrCH#wF9)R+!dp$W8YCc+5<%OG9 z&(7)>p8?NSqXM&h5al?mOVfyB8=&iPoZaPvkxUgX>wi&@G2U~VGu!=o;ynY;0OTh45%E0VWz_4b76iE5xpfx@FxNzuq0-M0LTOQFp~(tdWoTdwV6 z(RX$+H4xtd-UN6mH8=Q75l@q2k;hX)!+<~L1sp^Qu608_gfqYK`{#v{+}!Au)hpx> z5r)5gfaEr?F%!Oa`|y$nW;eiZiJ5kCI1oraSNWS0zwT{E z&yMm&v-ChkMt6U;>4K})MrP}0w3tgxg?Zcb;1jGt9y5<^2d(7E=99KLOPf+s=nFha5fA_LMVTFnxnG zU#@TCnohcH(UswB_ zVInQzqTRNtbs7>NZ2+GoH(&O2M^+Id$3KNKjx?mG2b7T1U!Rfz(~MG~tf85$o{YW$ z45Ys|9q4Wj4!S5kM&?ME7CukY-`lQnBHL|>hjt`AnN-$s>U`-@%ErE2+-I<__Kkaj zr^q(rSEMgveSiCyUaQ&Nc?^g1m8{&>FQzCYrL;-$O?7T2xO|tKeqlDYdbl@eMDK>C z3eaFu5}54#8Ee-N=oZXYT&2RRbp4R0Am;6iJ`>es?Vy^hPfA@xLkiB>(?46BA}Y0d z(sjnr;sLXnW#litKQRADBh5~t;on&C-@