From 374fc24f04381eec035858a9a8aac16c87d4af7c Mon Sep 17 00:00:00 2001 From: nsbalbi <60553434+nsbalbi@users.noreply.github.com> Date: Sun, 15 Aug 2021 17:48:56 -0400 Subject: [PATCH] Initial Commit --- Examples/P_q_vs_a_p.py | 46 +++ Examples/Results/Intensity Plot.png | Bin 0 -> 111474 bytes Examples/Results/Mie vs Rayleigh l_star.png | Bin 0 -> 58007 bytes Examples/Results/P(q) vs a_p.png | Bin 0 -> 76284 bytes Examples/Results/S(q) Models.png | Bin 0 -> 44007 bytes Examples/Results/Silica Fit.png | Bin 0 -> 42879 bytes Examples/S_q_models.py | 38 ++ Examples/intensity_plot.py | 56 +++ Examples/mie_vs_rayleigh.py | 58 +++ Examples/silica_data_fit.py | 55 +++ scattering.py | 421 ++++++++++++++++++++ 11 files changed, 674 insertions(+) create mode 100644 Examples/P_q_vs_a_p.py create mode 100644 Examples/Results/Intensity Plot.png create mode 100644 Examples/Results/Mie vs Rayleigh l_star.png create mode 100644 Examples/Results/P(q) vs a_p.png create mode 100644 Examples/Results/S(q) Models.png create mode 100644 Examples/Results/Silica Fit.png create mode 100644 Examples/S_q_models.py create mode 100644 Examples/intensity_plot.py create mode 100644 Examples/mie_vs_rayleigh.py create mode 100644 Examples/silica_data_fit.py create mode 100644 scattering.py diff --git a/Examples/P_q_vs_a_p.py b/Examples/P_q_vs_a_p.py new file mode 100644 index 0000000..fd8f17e --- /dev/null +++ b/Examples/P_q_vs_a_p.py @@ -0,0 +1,46 @@ +""" +Plots Mie and Rayleigh form factors at varying particle radii. +""" + +from scattering import * +import numpy as np +import matplotlib.pyplot as plt + +# Default Scattering Parameters +n_p = 2.0 # particle refractive index +n_s = 1.332 # medium refractive index (water) +lambda_vac = 685e-9 # wavelength of light in vacuum [meters] +phi = 0.03 # particle volume fraction +n_ang = 100 # number of sampled angles + +a_p_range = [50e-9, 100e-9, 250e-9, 500e-9, 1000e-9] # particle radii [meters] +p_q = np.empty(shape=(n_ang, np.size(a_p_range), 2)) # initialize result array + +# Collect Scattering Data +for i in range(np.size(a_p_range)): + _, _, _, _, [q, p_q[:, i, 0], _, _, _, _, _, _] = \ + mie_scattering(n_p, n_s, a_p_range[i], lambda_vac, phi, n_ang=n_ang, struct='PY') + _, _, _, _, [_, p_q[:, i, 1], _, _] = \ + rayleigh_scattering(n_p, n_s, a_p_range[i], lambda_vac, phi, n_ang=n_ang) + +# Generate Colors +colormap = plt.get_cmap('plasma') +c = np.empty(shape=(np.size(a_p_range), 3)) +for i in range(np.size(a_p_range)): + c[i, :] = colormap.colors[round(256 * i / np.size(a_p_range))] + +# Plot +fig, ax1 = plt.subplots() +for i in range(np.size(a_p_range)): + if i == 0: + ax1.plot(q, p_q[:, i, 0] / p_q[0, i, 0], label=r'Mie, $a_p$ = %i nm' % (a_p_range[i] * 1e9), c=c[i]) + ax1.plot(q, p_q[:, i, 1] / p_q[0, i, 1], linestyle='--', + label=r'Rayleigh, $a_p$ = %i nm' % (a_p_range[i] * 1e9), c=c[i]) + else: + ax1.plot(q, p_q[:, i, 0] / p_q[0, i, 0], label=r'$a_p$ = %i nm' % (a_p_range[i] * 1e9), c=c[i]) + ax1.plot(q, p_q[:, i, 1] / p_q[0, i, 1], linestyle='--', c=c[i]) +ax1.set(xlabel='q', ylabel='Normalized P(q)', title=r'$n_p$ = %.3f, $n_s$ = %.3f, $\lambda$ = %i nm, $\phi$ = %.2f' % (n_p, n_s, lambda_vac*1e9, phi)) +ax1.legend(loc='upper right') +ax1.set(ylim=[-0.05, 1.1]) +plt.show() + diff --git a/Examples/Results/Intensity Plot.png b/Examples/Results/Intensity Plot.png new file mode 100644 index 0000000000000000000000000000000000000000..3c854450fac0895944f38e6d622c35ad21e01335 GIT binary patch literal 111474 zcmcG0c{rA9+wYS~%9zR+QicY}Oo)=upi+{Oxe^f}lsQu}CnZ86Y9UkRd9H|%DPu%L zhRPiF?`pl@cYMeGYahqndmY~Ow&Hm__jO;_dH$yJ_C0-4m3{-q1`35je^gER4281V zmqJ-JPeYBr5ejuI!vF2JJ)&)U*7B;Yy`l9Lin^h#mAR#@xv9}MyDQcB3Zo(U->R32iKdiQ6v|QMLz)gx z$GYtu&fZ#7oV3>pwVfyum-a(G=KuV>p~eHX|Gd)k$p76B=k4=S zTIGI_qN=KD-kw(0RmGda#Kjdb(wrDsz~&iz^6mp=rTm?*H1AK3wi!3YAGNZxqxPvN z>nU>7`LmFlD`O?|RE39C_|mns;xn%*KWAP4^5X}6y0(9KINMe^yX2P9Tap$BxZQ5X zaB&3_Dn5Vac>Ve{o21!hmz5>^v&CFW`D=^wXb;ku@(d0Rw!bmm z^k-?QvBcH2vZ^Y}Om2@>a_O@}9(0eqyuGEgEyug^WE>{9X}!MWo0cXr)?L8Ls4%zf zWVF2R#vLkbMSACr?++N(nW)yp4PN~D@0F!zWmP@hZ&Uj1m+19Yp-Uw$Tmv;h(#J0> z&wt}N5hc4NBqYS)*9U3C>(~7{b1dVYJ#*6)R8-{gSjXt?;j#MBK79rg6O*TkuH2(- zsWpSOkEcdcOQhOw95>cAc^De%k)JP{$?t2ir2gjjbY5QG%aj!I+xmX|2*7v#{Q1=o zE@i=CH`ea{E!y$*fnEV#UE0GmBM&xjSbJ7evr>ev;!>eQ$g0w@j?BcWRK?pr`BuBl zk0i!K=t}eQy00qz^G$KZ@bSArYXLq!Pj*?`myM&hj^OrHJK5RFUrcz>J2f*mCYKZ+ z&qq!9)nO9zs$EgIA zhwV8pa{K4y_KuFSnwoVnE(@>n{HmEZcuoHPE%7ef?E3ZC#%mEy%Y9`YeNzt9_NGU+ zZ)6eDcKh|MVTYn(@5||n6-_}$b%K0EW1{kcYEpD^(k{PaR#sLn#kPo!jt<{%BXIxz z{fk*efmS6G4vtPU>K$o@t7Wz_h>44f+K*q7k(DhkD_iwz=!5t*fmizb4jkahy!zoT zZd6xS*W^&7s7Lwu z`FZ8#x6aJWP}iC;}aqFhzvgGa$DRAq%E=gu&W=@S|HuPsUC{%== zQt-vL?Z-B-XqowbJ;=DJ%f9e{!s3wp{MS&jGav2Mnfw}h%4njes6F?lvBz}uo$tGb zZDq~7^S6kKiaLCYvY&h>7-LZGxqfnLs?2es$miq7)5#YysS{7d+-NMGFq!_|LK*L& zxwif+Pb$t)MNbd6{dm_QW#u*I78Ztw?c2A1j8kP?vu2G!Yx0Hm5?94X z!n${Q+aiAEl68(~tGz7t@bTk;nID~Va|1zBv%RjyUAZ@ByBT@Eau2`6bj_|`Mp+^I^k@m^kf%zoITFn(b2KD=f?F2>FSyq@t^}UY?+R;H-_5u zU9V)Dca-Pm=89|&d3h-G1xl&7aZR8_T0o?d z{R&5b_tfRCuTccWbx6hs1vV+C%$$p!mF8kgO^D~{6>=gfk0=a?l@t)^x;S18A zQuP(9KYxx$&(6N8=kR6i(6<=Zzki^nh#ObadEDxCS+r0QV&NPcm~PXzOj9>D(lr*E z3g;IP5ZlV&b0PC8eT4|!CT{L}`K8~@bQL0Xp6fTUDa7;+PiQtgtVu~J@og=1nd+}H zpU=G{{0mFVDIqH0DG@~dnzvGI;o>W_nTocy$GXByG?ZuWuAbP7>b$}dG{Q1LijivA2t(T3eA5L(Z6&n;a9r<_H3SG#k?3)PLq1r$Br6O33 zk6Lm!EvxY5m4<;S5v#s~n>TMZD7(9M%o>dnC1l&4JxNCvZ}@BOu0qcfMV0zJ-p$G5 zG`VW`o;_d2#+-WFo-9c7g&os4f8K}x_@lJACkhM0ai?Etwx=7f10e83N1+@vFxaLN zz~NQH?MR2aHutMRacaC^qP)3zQ|;q@COM`jk_&i_%U+!*n&n2xAM8pOPYVWn_?5L+t>!gefj(d80_v7?b#~${1)?!vRFh!vl zrL!G-kx{m=Fr;sk-u`mhzeTU6@t+TJc_4QFg)YhCo-$q@#XZP-lZzie> z7sm^B?%P+B7~^t3)1-kaw{u^5UdS$W=fdAHz0Ic-EzS*ZL(4r%s)ko10@3DzW>)G3VqG>CJZjmFCOjWb?*+6otL{R-%%Mii$5a zcfY+XHd9`Mij3N2n)ce|8MCFOWn8PcmLu1Hl~;LgTyJ%d;_^KlO@qPrVOFH-W!{-hU-IWCZE|w5)tB-QjAc3= zbkxjjH?UFQp7XEW4B6}q!V>;d8r!DSjvg&rURs=*s^Kxlx{dvO{(O6UVj_X6)T27z zEx-2sEs|01j_)g4BP}gmxV$h*af?3SNOi4)CNV)lud%UF#%_#F&MH99(2&=yU_CA6 z;lqa#7tbbWC9QgPoQj1&vn5dYd1gC3Exh%R4(cfgWXUeb@9zNJkAJr>=Z+ z$u4I<@4&4sVZrr*=*s>$J~u~O_nrtBi7m5fd#!u;@@2loSpcKp@bG)+rduj}7;9`A z4*2Bs+@V!mo-+>Zls?ac_m}-TI9S%w5@zue(5YI_YDBldj=p4RhEw2FG@bD53bm@s zpQ#$s<_*5pM`@$vQVzb-Gy>YX=j-bp6BDB`%3cv}EM_xwB3ZY9<&^x?8ekdZhPOnv8=_;v_w9HJ8 zm>7LO6&cBC%VG5FN)+96v@?G$xktLi*V}|A=bh{{n!2@rn_{K zk`uL(rb&|%)%QBnjNBk)iw0ES^v=!nW+}f{udaI{?xSn>Ye>Ctx>e_1K)_n7 z9L5i|`%0X8e?;c5)T3<$e*bPZBfL0KvQn@2wq&xL*4!qpvQn9VO9HOZM<`uf3A#co z#_ef_R`&L)$Bu2V8}C{V_5p;_VxUMcO24mQ+Kp~mP?YTw5}SLSe$fL`rQyos+L{Nf zWbliRT)K2AbfPib*m`ls0;e4Sr@gathpg;EaZC(97o)L)oDEmds@2p4b?z&k+YS)L z`?z)ri<_a|IDSB7XgT1`Z&D?TUgY+Qo=a-cM)j`tXZJ{qzVp5>Pp{}s*3P36)0R8M z#FznXYk(l=15_#=E#Wkk=ieG_Pw?4S@<(iWdC}5;>wac54j(^1S`<3QKTET{+PPM- zhc+ECHj2v2;uBa{Tr~bY+&G8E|K-aU_v>x1V^75>5a38&PS6X@h7D*GCvJE7&#S+Y zoY|{a$OfniG=4WIi1EIkU%F+lLVQ9(e+8rBm~B?MXL#6!8ZG|#(0Lrd|HA!(00We8 zY-tbOq5l5zu43oNrNvImk}K5#oNb0zuCRHpr=hvlm^QfZrM@jyzd?BMck`(yWghFq z>+9?3Vj4^e3k$;mB}8$<1ICXFKNi2!<+db^r2f-d`zJM7yo4WTSEMz>ld8X%$6vr3)9Hl>I#5IK$?2D&nGL{nP#a0RieB zKdP&%#fltfrLD!L!##z@E}4u(?gDgLoPo92`WP6k={#TN{!8{If8c z`eVA4W+X#~uK9iRm}juS7FN~@bRgVHJ3Bjy8vz^@-t@+TaRRfm*ic_$eYnfBuD7+X zVmrYvEzL^U*Li(suXWrGrSYBP|D14^AC@+9`7zJABcUx~U>cy}Z(lri?EAwd!}YvF z&3PQ3H#HpvL|!e=&8YZia`h)ONxL7Py}%WPF1~r&b!1e65NCGrtKnn)(>R_gc6L&3 z1*_#=YW}mx5UfP^WWnL1W#yj}&L@s8nthl$rmnu$ry_Raf%Uv9aS_T&pUVVeobEn+ zxcTyxE4;kCt3W-f>!aj0GBX>EKfk3zm^<1h4TOr|U?u`2!o{xK&+}`sXteYUp2@NL zqO?`fW$XU^`-g-#@WzM6@`VK3rCn>>PPbKt$&YoPl)VN`y4r6}-uR^eHc_hV>};^F zdwG6JG$WT^=I!GB(TBbJ>0wCl;poPoO)U;3I}99Jm<dM|eGhrLJ2P z-eANJ07M;2KrGZ*YS&{DndvWRp|Pg^c0 z8&)@_rXpYE?KZ6LOiF5k6<@4|{~S`2dyc)7@0Mrtt-Q6B1%RwKiq5)ZkSLSZ7v5!#nGcr!rf6sj5f*zsQ5-3kia`-*-u z1DzWf8+(9$#U&@#8FU|iENqCgN?@F}kjm-POhXMZmT4!K#847ek#bGhwsYsby~Za` zG8h>f6ONk3{gaPn#U_l6)QrMkVlcC8N;JVk^BkX_LmT{4$Y%FFJcV5*v%3soA4 zLK2&*mzyv^<2O&1Xhp|vOgzOCA0KZ}7cQEXo$ZZ^-Q&9AY!?Nc4rP;uB4XJiFD2DB z!5AJK>~=I%pbY9pYild%VopwlWyQZg=!*aE(#K(4-Ketsnn13KdmDH34G+^`u|Rrl_y!;}r}@Fh+WEG-5>CYgs`5B*rhEh^rIdb% zlooZGvjXJqYdNp)6%arV6r?Ku^X-ng`EN0z(4Rb(iqPe)tgXv|K|`RHol=-zgLYVh zdPJdsB~`6vl&263xbQv6%GOpHi_gF%`{}Er1DHcdbaWuF0yjh|(M!6zt0(~R4l^Al z=_nGUtT`|IHq^J7>OTT>$tiJx-!r)WE3_`Q{nmVAKYmQT-;;W98*O#{&h4(7T^3tsSiD-Ft09S1=f6!<&GLLlQntos+ zHhG7%vgK%}pGViMU29nTXm76d;0Dy;wO{~+vptSu-=;nuW{lM@aUtTTrxGuuE>6Cv zY0~Gtyu1h!E?%0^vD*)g7fQ_J^5R5XMg}wb@|aD@%Ca0E^ZKhFB3cp}f=~x|J#A$j zXT}UEBCPxLF0*+X4%I!WpcsJNUQW{k+TFy(^!|W$1;W9Nq04^NJQ5B9e-#^<`kN;py8uq}6A?otkEMnf#a;u> z=EPGbsD|w&KtTi4gN5hOc0GOy>16wxjx|Z`-5UU{2>YD6Hc>sYdJQ!-$HPb_YgS2V z{&?C88JB&_dZB12;|elUlaiAwvGRUsf6Q4~S>VU2w{P#?y?eLF&3@&}moN9B+ES<9 z1`9@wrki=uVipn^NlU^0UPA%i;5nVtV&P=s2GNq+WzNuPWog!cjk>h^b2E?2+^Qh? zpEOv#&xMSr^Vcq>u&n&~#mIg8>qdy@nYBfQg_CvS4Si^K5JV_$_)G@FA7j}>3@8QB znVI5O>z{Tch_wUPeoDA-;ez30U)f$+SE9iIxH$|xF*%I|j#j)Z#*XIcgC#kf*vwv- zkZyDC$dR>+3e(?$P_whjuIuc8`Ute$o@2>Vkc{o-y0RpVH#fBs-r?Cr3=UmSH9n)o zt>4kVWB>W*pN_VxSFb{REu0^UM5z{cNY*dmF6|zQo1R}>lx}CG*tw>sr#pdA53S zXhx95@8-g9Q}AtO*X4P^z^(i5l1%|IvPyB~PxC*&x=Xp7R_)JFOJIr zFr_tqeafVS+tPjPth(86^`~p7+}~|_&3o9};B7E(d*N+yqIo|NH|a;KBm_j`%9?RK zZTVky;_U_Y`+6KF4*UT~*M4(NBa->D5{;-Jin6wj&W^o%Q_5_hBK2A4P5%0|+RFY$ zXB%YMguqGdM!l(}prC*-BBIIxadQ-o_q^JB@j3Qb zneMeE-JwOv{VlV53v>MMG$po9PqE3f;#W$Yci}-x^eqx$jA-2GGvYebe5x z9Z^+XP0@2*x&_Rzn#!GWHu2<@Q_BzwhMN-^T^2?Je~)!+($LUISvg3<8}H$?G~Gsg z36DWSWqWRa)i*HUA!k3{_w`*U?1~z6 z<{O`iiEfHALhdXL4b4Gl1-LY7eSLj@Hqqzr+D0092oI?A-Neav_iVxmckp0x3FK|Z z$H!9^MQBE-0m|beJ8)cyyq$b8Ys2oa4bTHrV-%b}CY|4RDc^QIkY*)Rd0h1>v`r{x z{V6#;Vs{i#Q`AnJsB~Yw?(~^6RO{BQqvMumTb%iE`1I-1p{bk_*O+>sj*}}>4czK} zGV!pTU3S^<3nK09Ni9@b&A_B28-QD!(Ku-Ht^Npnk()zx>;xF-WSf(p$4ZbRW*4YT z!Tzs!7b=);RJDPy8C1E7j4QPSV{X}_b&!uaOJ{y9)vDt8Ax`r8gRpQD}v6wb* z_H2w(9l*|WSp1PQ1#EP9cNkHWQD9RdUb=jKWBT^pyE2@XfS*6DQ5&~QNwMIHJv}@Q zho(9L2~CyL?(4(Jor4rzD&l|W!L=(_ydXww=*+f=`?ZeuL!Zdrk+2gqyewZK%2q+e z2@VZyHh3tH9&&@2rCf4$2X}{^;rVfutZ#w+gv!mEqMd6!n3|YiX9u73GGzNb(aQtH zTjuu9_&mSEG`w8LgdZOkV##zpuc^5W-2iJ3EE3Ls{OUZ+%RhhqOaitT0_hG3Gw`wm zL_{(x$*zT12|I!whaMC~%w=i%ybY@_*0}3q>|xP6zps(4%g@i>UgRhZ+|uLpOWlU` zgHhO{NBw{s#Mwm`o$UA97g3<*sVxr?lQ#;ipFR5a5Id~DejwZmIMQ{xe7GYTI5!ocp~Pd%Z(@jcJTnjE^nyOTB&*glGj@)6!b}$pYAy8 zMre%`H#av59QZOUUz}=CHSrT5dp#LEuu+L7Px1beXYc|lA(PR;xW_V)5 zRWgn4-J^kb)DL5n&{*u(ZA>(i=*EVlttoS`vq|m1+HWEh^VqRt9)}ol zp|%WvZ|`41ZFCzqj_9Fq!%90k*omtN?TQZh5sJfL*!gXt?+96eJI%2}#lIA0+VFO; zZ&}g5*YMB(kV6#yKgU|g@%cZHLwdW`Zu8V;h&s6rwdC{Xi=SFsm3D_o&7H?COKeVO z1fdmvOv@d#4qu#{oFs_=*#Mh|dL<_-YwhFXvkADd4mtQXjnB-g zoV+a*(0z1l-jGW6KYjX?LV=5`E;cIo2rs8VFo$xx3Jwwsm9pB}+P)PyG&J<|V8j6( z3W6wAyYbSaN7sYd;Y>#f7`xuOB}s9s_`=3#zc9Ct*|&6Hsy)&P4h9^uRaUb@&y`}Y z{jPq#>;xsEd0Wru$^`NxP|=VxXjE5L5~A@jWUKD-+U6PVt(9~HvRzYiGpGE|U%w1Z zOngd9OQ{7%7hL7`?=P#arlxX#*0J=e#q19tk;7!!x`~2fl{k0J-AC{l95t*bjvT|4 zLr>ZkqDDGAFe`Nse$}Ld{8^XFs3jvUt*zSu0~_1*b#!Ra+2BY?$L$;k^$JF?kVI4`bFHUsjd31GMqFF-)12bbvK}d)W%LJ&r4qRS+DP*Hk z1W8pzJ;W7UyvQM}UtFi~;K74uXI{~rd^63%&CUHmkHQxBf|YhJq}=!K-*Xgwd{Qr?RSQ9JoW@uU8stc;g+xiNLP!9~x_T`_?Tp(G~zqn_V{7&dI1 zuM#S7HYzu=nVXeXz0oX7O5Ei85LAtXrCAv>EONc{cSEI1^E!QW5>kqEsczfAZ>BT)>gusf$Kh? z0<4Psih5^H+jR(-8O8oSYIy0=*8cwf;HOWC3PIoj#8wr&;Lh)1!`6#$0*keCA7dTw z+>ymP`omLsDtl|gyLaz~Tas8+g17_lre~YfXhtNy3wqtWc@sw2W{@fo;9}r3s@3Zl zl<{U=-Q6FwRBURT`)*kLqi|E+ew_SL1ZT+4NzLF5)H)#t-t+o+O+p6WbXoi%O(a}W zoPY!9A8^^|u}M@j3$u)$)6j4SEF1tUYWV z0xhut@SED>PxCCUW7v94L$sE8p!j5B1r#Rw2iKjO<^a!);QFGtirI^n?xMNvkdkWs>MRUDS#x*TyKGojgjD%+NWM2BpA9k(^kt&W zjCBuzn;8OV6VV8rsZLk9iN^ilL66NL!oG%V#8%1ab*TW>4Mg-{8~h&hh${4EQ3MdQ z;YZlUfTEjaedg=@PIpru+*DkA6WX0BZkVuM;k~{-1LAHOSNk6-aap>?caHW*dapIn zRM+hRH-W)I;$+)}g&ANK6VoR_J<>ZoJlu{p5Fi+Nm5(E~0-XXCBEhwTaLEO@m=cRb z=vIdvTbp+&5F*FR7PEWG+krLE);{{aD<}D==H|?^PB}DrJl=-Hl;0}vz(jPS4I4Iy zK(ag$DMinC;5SoYQBkKwNmW(V*k;y*&sR$Ig~tQ=zMP2BG@Jix&__JRd)Poad*kmV{L| z>MeFA5g;%zq9c;V%BJYz-phq~t+j(*33&=nAPdU-h00wq!+xF~m?Q^Z95P0mU-Jw#cpGIs^ zK)`J#94XqsZD3lJ*m|@IF+nELx2e%K4r2$^+4-DFYN2v_x0q+k4>1b4 zJ5QhuDDHqm!H*xWL*E1&g>-&Mh$XThy!*b(4e6|l>Z}_opPNc>{DFAbo@XN%$fFnt zmTG{k8Ife5AzynWHnO-a!aA_>wRgpr()xM^v{XV7)z#_o)>g1}AqP~nv}}R!xY<>f z?LWIh;2C^jY+)miE*YC4IwBDhI0^#KvZe1OyLv4)Cptzs;(}*hZAObjJir}NG35Ea zuU|inOgyuv{_V{F=r#B;xn^V_%D(*~67N`7-X<3pmmy&eKNr=#73i{GzpfD!6uc(E zL2gWPG97YdxGV0Fk(~TpT%N_5kK9qjKLf3;A@78s81Lo{=}-s8dP{oy6aLwja&|>H zGbV2oVWG-Cd&ASYge5!Y4nU$OuZil{APSY*t!)0zhKhnLK zFQo?eYkZsm!pNtVmRS6H60VWnuq%XDmkU_pjnc7W8;H2SRmO@!Ff;ZY$x7xQ94?=8 zQUGr4!>fIj?>04^0m!dF0;oA;LNg@Rz3}`Vk4gaSUy|ldqyUS0N`*!8!!OjBv)Q*LN z-Pdsg;d;Nw^E;##iG&l0j-Y+RmtTz#q4(XpRD~mVXIIN@p3R#5i= zD4=^IJRTS+j+hg6&rVm-hoZ?QePb)phyX9(KyyN!IH;`bndjH`;zN`iD?~MXVN(M- zRiO?(YrF;`M{zs7)3c;R5h67$zy{Frc3c8_=e3d2MhJGhX2!cai`PnST$<9(xO~*( z8$KR2gO3ONq>Ng437$Aa1*?y%-5dGz>5~CqH4PnIB|cs{(s%JMUVO>>79IC!^^dv- z#)>`_?xCTZ&{EwIdPGDBcL}Lgp50;pRCUI-pAzCCGSzxq3TX*)6NMhh$wGy5{eE-E z>mnp=4%c%}sDOI;zpCaG_`G39#uX--HQG5hq8dA!%(D8dWCVC@Rkkse;y3`|?A){G zFf0$4(eT$JeiRtJ-*xoFkr!tqJKCBW8W_n^ih}}YpM2FgpD1PKY@B!%5F2Gk8O9&%qWj=|16ZHc6ktIT90djYkD^36eB1ZP z-am*s5L^PQ@kil7gH6d00ZpjTK=k$NCjgB(kOLM6ix=#*+V z0rV|cZb>>{_Qi?_CBxtBkrW|K2I$u0^~tjnvEC;VRCJ@N4Wd3@1^<1&J>V{Z5fL1OF$sjmqOWf7 zqQdVm%i_40l3kV;D_*q>`45c!8MI5VW74mZQj0e*GBVy@de+{1K|_5z@AM@^n{Z4H zJ2}bgxy)ZlzLdudL3>E}(YuzGS6>DfLN3hcYA!RIn_pDi{t`|qni<7l{wJyHWzgYB z@*OcMlJ-(Nc~V7Nn~g$RJjqKE(+fMz?rX;;!IKcocmaE0AB0O=auZ`F^e2fYciZ$*|}XyS|FX9T?) z8WtZ>So`|=1bTZB$eDyc`DGwTu^NUcR>>2kK+9DR{fJ0Ngf7RPzPGY8;Ytu#Q&SV& z__7O_5^?&{aJa7K>~~#ug5|PK+@yXDg$SI)p9?;Ra+JMGbs0Hu(BR=Cp31!P-3+SH%W5v}%42J@5R3 z-ztatLCrw=(H#{c=68E87`fsI^bZXDjncu11O$>NmH?8SPmL6-mQQ-2-%&1`m<)W7 z?ybb%`Xhba@4B+c1B&%QSLh65g^0|}{xt+8LtI^T`}XbjOcO?&I@~3C3dyOFw?m?) z56iyRYL?0hg5q#*NlDoZGJ=y}jAUMe=)b7PlQ0PW%0{?eqVE3(15(@oa-SY>WI;I> z$vsWHhQ(QItNXjoCLD}Cjr;tCgwyY?r6u|N=efCTD137es3VfqQ;0ytz?JCqr* z&^hz-Clv)5y7Jy$o}3%q<%j?hJUTi`OZ0VB)d6gGs3KlLK|y8NH@frJzBuCxYlnTB zy*mgAYuLn-xP{MOzNFy@phgwL)}kJzhY?lPX$xWe;jXhJoC1XlyFkM6EdT!fc}Hse zf&&R7N!CuM0tO~nVyHffR-xB=pD&of>5CWN3wR3nK60JyCB7<8K>$Zvop-kBW_ z04D}&EC(kx(Am7`%b(G8PfbnEh>aS>rUEHNf5@9((ClEc1RY369(gcLh- zX?6AcuO4N?0bp|aF7y028aO{6^xhtQaRxHUrDCVNvfn$VBWe7qjN-0S$Di3n>BEjT z4}RM%$L4-;(v?+VVQDz>WOwcR_Zu+Mfiyf)=eairybmdES?XR+7*-rukPP`iUsQbc z0|#cb=tyc^>F{A*7QZPZd!^aD8mg;@iaYb#;30GrH0nD|9myQc`R%Z=Df-y)<5RGY zNT|G$R60c7Bo_Cr?(x z00|BY^E#!tv>BmR<-}`xpL9Fg+qX$byea#Mo(L5Uo6HDN2^Gs(#PUI7$KK7Cd(k3~ z?gb?NG%BjYo#DImJ~1sIm=K7i9hoMXwZfNjDL7$(VW`vx;X~{WLrdd@gaol2+G;7@ zfz!OF?ZwV=Jq`o($jh=wTlN6HxS?c|=2%$xRGlvC;$9$j;AU!cN00b;xof*;KwC3E zSinenCv_H~P#j5=cK0){)>uiK7D$Iko*z4fRC-K$O2~PSOtUdt43g1nFBxeKFey}(dL3ZslgH_}c zfBpK^0AWe(VyFEmU1MWoY1lQy)&XpS#(NOG26qzTT*C~zX}#aR;(KIGU>~s|t_V`( z0}QlXMurW+$RBd?n!7_DJ)%YhDTDz`6k`KeOBiE7Xo?Q&Qi;0F#KExvxp|V4!b?>k zGQsJtSbRk8hYtf+`KMQB0i;NEm%7kwO2-}Kqmy$ZeZ}&m4r+1At?{n?NLkQf%!+6` zjb0Y28ap?`nLPyR3|X&z0+>A&vz> zZq>1jO-p0a)6*MUQw>WOc;x_j1wrl~pB?%;cU8IRl*9#ZOhVC+NHMB>-}mqL0cg;# z-pn273Mwip(iqJdbl7N=jEzO63rMC@&+&&O{+!>DH!6DmaknVY&VRxvBAtWdvA&&e^l&bDR4S_DFgI0!nH`FC}ZBSV;L8#s^n)jA5Yo;d2% zKB9I_VoI_h85v^o$f6KzwTvWA#-ZGTMn(e|6l*Xhkn!WY&n3t{6PosggiPWSl03nX z@cmWJit&Yo@+3c(b zR$-J&HD$D3u<%j8l??%4so+v0PT||hIg9Hp+mgh}Kei&FV`hu$* z8W-k2;lcTw-bu(1IK<_Rk`dhj%TFr@rT|4LQ0?&b?{F`=H3IsXPWq4rFmwwk#PjLX zt(e5&6%h$87OYGLZPq;r>yr#w051389G4=Lc9gY!MSm$ib-5&9Z*#NYo$2ny*`l}? zExm0;ou*^@#{}r7=A94~io=H_4OzJte+Db4BihmmCeikJ5&Q2BAS93J?xu z_y_+aC1FZ900FuD4&y@*4M5KD_2%MUL}<{P+f8Na&J|okMgcB7nUVdG)ZTr4i|@Q` zv>jD^cN8>p2%}yw6lJ!a^hj_Z(Nm1=pmVQ=VncM__3PJDkCIr`r7;_st$*YEQK`iX z8(@{(^Y=HOT*#JnniD~%Mv~qGWu_l_o$uLYVTNo(ZNcGzO>=s8Sn#nI(C8pvc)`~^ z^XjtCm!T;Kczh5?$w&k^8UYM2CgkMgJbXaqkkstRO91%hNVb_6tuhkDWue#M5^-^w zySG3(!zc!Ch#LHlZDGeS2hgF>`#J8&A6)3(*RM>C(JmVc>@Csgy9#e_+OlN}SM~%Z zT98V3XK*s*%^L~wr@q)2%?qhmbKnaU6l$!eTykOjw5;RUV>Lcfxyhs@iLW9^m2-hv zd5NNlVB%p+(Ljh5g`sQ56fu5BID;>s$_36Aln%Q)+p{jxLoWh$^Dx~lyCJCNFt!z7 z0kKzq|F*Sz(;9d%J!TlJ&G6l2F=9iI%7O6B=e~K&eK=vlnK+o2glhl}{1F_dU=7D6 z>nLPu4H58rOP%%gflID>dffk|TaoxJq8`By9yASQ)DBt~{%$%hW7S6in`-^B!2Nww zIVy`?#vuL;>6w^s5M5Ew(3at{aM}61art0i6ZdT7x&%(Mqse*2l`TOv;tmp81s&&F zQqR@Bd*`ma-Mys5)lVht`d(Ok85tQW-^Q)M$io$rm+g;2Lf^NK(cRsh;s&SfWSiwH zx$kx9EAPYhIDCJV$i&2Cko~y=zaF9USV)F|HQ+0X=+*h^{@-_hZ`*Dr!2#(3B=~N_ zx5GO(+c})obWSnCKXAp#ad(yR0Z|6+t0uER*yaMB&U*D-KtU%&m`?G}Pr{U~) zcdpBlEOe?G;T&wK#6*+0PV6~?N1?#>jf||%yVNseod|CLd-N_S@R>8robmZ$@O$px z-vGRm;Tx+GXLx-AqRz)mlT*;TJ;3UsO6Q%5tEerUGtVx0zANqidOk*?_0(4Pf_IyO zYF5WINb4v*2>d!cd=E&JS5A%-uw2Q?N<=60`Z4GQNb^CtQbr2H<6GXP8==3lT4E{} zdahJj->PnJ5TR38`C~&;w1o3u-tIF)kOiicb8n5ZysxbVJoZERi&J&xdvw%QuW`iI z{H!Ky)DX2#vEMk+uuDr1k`Wm}!F7lu!5g!9JRw` zaGLt~UZ3J9`0RThGCjuLzzyHl*ApI#Hgdwc>?a~4976mvF?h5Axf1Mc68_K4&3!Xpl=ZNO~H#S4348fhg6kI6WcLnUkx%c1wQt?uyCus z^Yj*yf#&1mOKUz(%F0+iK&%JekY%5q|6ZMJwk}hPTHgbE_tKLHEWAkKzIsUgjN+;g z!4RdCLM5-5*aKlTj+>TEFPlf`1WvU|hcpWM>++{(qXAuW;b3NNN|^9D z_Cg7j4O=KO**B$kr4C94DizFDOsrAcXUY9!kQ-qe3S5Gqi^f_;)Ft?hWMq+RMn@~D zB^QI7o$Ep)!tC@HB96qKrtwm8M<4;N-yvMR8Z8SB5MVKp3#8XC{rU6xjphBN_+7RV zz8YvZSZdf}r|H;wGA&I^9B19c`wY&D@V?*U?6XRfKCwbNsJEIK5>hW z`Th*N8fYHi2cy7l1qF_eZzy$g1MSPb*<=54giZ0OEI#WU zH_f^TcCqci0WNGSq;anKv|eJa#nAv^{2<`R?CW`8!d5xsMc^DoX&~k2_$ZONjT@jrVepB4+3a$ENdXSbJE3sWJeMKQ57O5Lw*BXBU&z4 zV1ao|exR1?8(HT}O@JiaYT?I@z4K|P4GcUA{xB!jKq`cPr-WjQEY-*7WGt9tH8ou+ zV%SCxW-}m*5XgxKC75|w-*I$Ac5Mf$D6|Q{ZWY1Og^=IhYwPQgvoW)FTqsi=R#BO4 z)<`eGQj^CIKqZD@OJiv{A!U)ukGuw4mNRG1V%(aEo&9KBnB9)*O46C(#=wBezIqdO zG=NJb(52afpAuUZy_9(I2m{E;f6oF4@VS(u=rai)!*&`%D8QnG(JMp2zz5t7P)UM0 zU=y%W>capV*yp>`PB2oek9M};+2ouE?BKiU&PlY6B^pWL6 zR)WY77|3YhU2lZ_31h$tW4UmgR>LTFho8xRkE`xsddUtzWGNQ0zkc_NGabYGs~)Du z)C}-~yg~zpMRw%exv<77iS4H%lq7vUZ;dqZ!)^Co(&??ajOjo^@o@{MAdZ66Z$-F~ z4S`U6qoT(h&nzLh1|wAzC|l2-Z3BUR|19->Ix;{aaGbN9uxl(Fe1;&&S%EVGZXg;~ z4pRn^djvB*^8Bt&38+VSf?r|Ow?DOHxg25$;#(2sLw1S_w^>J}kG8Z4fA^7TYZJCx zgKYy~K+?w~5IWcm+Cp8glG}k)yuenB`M{apnsU3+Wt?yr@>MHl3swzncLG=!o(ZSZ;}h(Q`?oTnYi(ok3keHr`QFN>9^2jkOGO0fo5#3!&sBllw##Rdmo<;9s>4*StnLLWRRcL|h@3T)gpXyJ10t5`xte0byA zD|=m|PPX-1H((<8HYhOtBlU0*cXqMMGI2fhi}G) z2=Ctqa*(9}yJ9iLGS?E%3ux@lrOalu1 z5R8H=Xr%3fs97dNgH8(oOSwOSHn(H*20RsqW(Z8o0FyPK522x<6?jq$yAyZRhoWAc zrs)w|*&zgzjle;|(bzK&&s=~!wROL>CmaO%vv{%s@8TFuz>>>}jf*;4X7|d>=odS6 z7${Q0VVQ{2HD|Y{Hjl79IZ+KFNUqO$&8#C{Nf|IF z1|A?!t%acs@?{(;f#-d^y_`X?e4$QzcPSuz&!P7F> zFqNgS^!qFTkul0mxP&P)VEp)EJ_&1J70V$o2SP){3L7>)KLQuA4D%si0F)55N(Qro zS*?{#$TSG)=5JOF;;uqPM8+u9t{aIQ6@-s*kcqZ{$lQgK{x|js_%BsgI+t1-uOR9F zwt9JpZ4)^La?CG5Brm2&g)h7)GIB*v34Zd#*WaHGPK51~Rm*BMah43}GDPOWnV7<( zbqw**hlB$)aGo%25*!sp4~39pcef|<1CZ=Uu(J?DZxlDggEJb|QB(I5=?T4-PIxl} z7ci--B2%-NZlKRDviWuriJg9O7a>Nq*Uv3%%6GY}i4X?`GATTnD>+ldghAN>Zoxww zET4T~I zSex{r7Dn?pJcZ$n{unFG8hjvCEiD!}W>C;t4Rv>_wP6M&eJ7&IH4&26iDQkp(TA=o zQ_&PHKkOY0N0l}GlWp6bU&@{wR?DACNOivpRBeH``PF>vz5MT_9bDWb>`mBSe_`o5fM&b%0l@z^Q z^V5Ya9~3#lblXx7BsZ){FFAK}Wo4q1ZODH~-PB^N?bH)qCYp9Wjii=r9n1ha(5zp7 z2#6cCb|W|U$+PE};vg9dQB{bLu|RT8NNY!#khTxGsQfQWHZ?Vcmw=`gTo#}C2!!Cx zs}9Bjt|*4Bd$!1EZMXVtdeBYOxVjJah9`hFl!lH3alk0D+0y>yWb8ofB(;sFbd@r& zP`Xm+3um`mVY|G1`LdK)bI5_CF4A$yZiaQ#C^o!~3sMV_zF)tthRZ|75vAMhuFL*v zz;m%u3x94vOLfD>%=4ULV&%knn-2)gRv=-BLKFZc0O zzjG?oVobt)L89XF#MKpeE_**;g#k`XWDMmnQG#P)f>2Vg>L>CH$;--epdQ@CC=0|T z+{DkeV^L920MHVD@JgT#$IMYj2M5B=fZf9PXI@$I10x`i2?qcc!#1MvrB)^*wJT~^ zzJ|zSFi)@L6rY7x4_6-W$#6FLz*xM{u9;CdWnZu#Rq#Baq>|JHvCj5(B!~ORHbwT} zGye?aG%P064h(D2$HvBfTI>CWP5rG(-7(DdA_hSwNU=O^yO=AX;gWbO32b7z7YQX= z9v+_j;b8;34EJmr?C{Phj z0cw0osJN#wU5?+H9mLPe^#d#k!_QS@%ni@NushC#K=l-~VkP0nq#j|&=$WdRN6c5iu`baCG5@WebLJdce`Y!HBIaAVu?9bw0A!nH)qsvLqeTyIs} zih_m$WsbHIS63&D=QtqUKz0-v%EPsqHeR=%=m~&St&DqzmVsxU?LqhK>37Dc+zxov zpqymL7$QIM>(V#v%JJ3~k}@-Rf{8*SOoprU4VKgdS(=n}>b;UW>rmSe8>d9!nQV&k=T-`+v%{ZMbAYieL#1*)0m`SWoJ z3Es|#%|Iceq7>8@G5RV~fo?rHL7jK0zMl18qr3CziHk~OZDv^xeeUZ>8znIin1U(! zERfzw=nm#xXJSTPLt<8XZ&lS=2zG=o1B?X-?-_BCIicFUz#GqvvJcL}i@|xMj#&gSi7+&R8*{m-e$;-QNN{OSPjRPUEg0~z7tHwD9zvrO z`|%XVc+1O7nEdB3ox4Y?VFA?-6D?)z%D1D zOcCHG)JeO1_Olwh!^rcoaP^o6=)ARU>v7=d%VJLs{fJTHyL&>wLtBVCsK$8R$vl0k z_NNOejQ#=avjQOt5ht9_esBz}9)BqF(?K3d+>ER|$N&P0uE-EW(7^Muq{em3o~zXb zJy33n#oDn5U%CgU9QguwLpB)OWTZWXV@pO+myV+hrgkENAHAW8X&@6ta)OWeTX+A{ zVn!kppFe~9QURk7Ey~I&?MPUtEf>%^8{!(#uFJQ{STMN+)FB^?%s&y*NJc8g$Y?v% z^@1aHSJ|k^AT`(v91rXv`rV$U^D>_I^OKZHT>e;hr!p<92Wc85LBk9Gp zv@FDb1wAI6_vogo@^Yn1dDd%Dv;l}FGI|aF6@rQJ4x6R%FGcLfU6=9TOb9pvd5zkNhu)BhmRc_icDoh)lJoZR zD#Jo(TDseAB$tv28J{G2Nfw{<_CZiqmXMudbRMV(*h!~<@QSWKo^;M!=+K&FOOZ&T zd16ZFul2J-_Y{^I&$hTn9_TPp_={n&8z4mB=w^2BL*Ng9woF^LT(P<_vKyckn2@-N zcxEOz89>i-jJINc|H%0EYQZ-S(1Ohy!;bheTz9)s&<`UgwUUo>GBT*};jumOusiJf zq-Ai(@a&ITmRsYM>1TmwzJ2=^knAR}6Gja_N@1VT zn47?VN=)#;Ov0(Q7u%>Yi|wR=n}q05;dye-;C6r#ZvFc8JiNTJz*fPU1IQ1+Qhd|U zkgL-2NX!opg!-{ApSjhJGyhnj&LOQ{zQTiFdap!$Fta{>()51+65c+ZCBg6BzbE__ zJM$*BKid@dD=2YTxR4$JRWBNVhNaIwSMJJ(A&d0Kk3K|Fz&e`TA@|kx)A`J{3*PDb z83SM&z6--JvT zmppmvP~Cpm5W$haWIz+{>@?bR02vCq2r2DLx2I=(ku8?TvQUp;Pf+ITxGG9kl@$is zSjaYM@vG6#qHjmWk2fmdjg;O3XQbpLNsSI<1Cge8k&hxC|C%M9=j^$2#PRxbZcYJw zzLcAY9B>v8!9NBEWwXv!LUshYJXP96;s2y^Be&xGiRY^wuy?+3IosgJ)g#1*pp|hO zu59s#yTaK=i>8K#NTEP9z(U?0=NE{kD@*I(n zM?6zBgI}!zr8SuW7-63^Svn<;ojH4!1GhLfJQxv=GU12EXZ$WsWpX`eWmr2NGi9n;?4;YY z37e-H1q)58ld7X(UBT?P4&!eU44%3u8PN!iu2j4!&vQ5MTmx+vmjN zp@e=C6>W;Bo&=ymkZ6>6#4v=q57*EC5?@YFgiwzx33fo3jtJPJyF+dAV3?4y$xHXp zurGNfV{L2WonA9w&j9TR2wk8}>PsvPjifGr0O%QZd6J(4qjYw2r$wlIE~q@b4C#R& zu1&aC8Us-mf#N61_e3h+0g(Pc$|bux2kD4jP<==ROa1gv!|BfOL@VRN{oEJa{x@MK z2koMO7>d$n=lj|JG@(R^2gTNU#1v$8C};-|v=Q1OPiWy0_VXSekscorT_dU!Li)j! zfbal1BdFr}vu(K4tOQ7ZLF_f1o!}B>GjyQF*pa{&$2(UPd4e5M;VhY?wiZgwP@s}< znt^dcsEye9SfwF3B@UqjzQ!b+V9je-0Xn)`YjpxRDg}v77P1b(D___lNp@cRJl_2V z;4Bn0$U?qPRgeC53l;_J=$E3|Bpo-}RV+Kl&#@5Za={vAbGY9A!oNZ_MqKScsdtE5 z>jo8d!d^wVhCOaGAPB*6OL^HF7#PG)_QdhZG)>RW!oqk8M1S`gZZ!Zb;v|my7N|K= zF~+}evP;rEecBT@KVgx94si2ct7$kKR(9);FqF=M?tib}_VaTIc;nom;#%zvQv#|7 zFzond{^MF@Q?z2a=8Eo=cX|UatY@V?h_9F?0#=}iCOTO( zuiWkC`b;O0d5G5rA!pK*uBmX?i(_yATOGDEXutA5;!s0+MX!m35|S_gbcx_;&`(3# z7NPgN;I!*I@;yMu0Rl({YeOK~$9MJDy~(%RNDqQE^Qgj zOwS7(rwl^+xPQtDNh0EP7KGKE577<13 z0rnEp2zR$LZeSdNKuH0gb^kCDk5Ukb-uGXV04>K3$ee-yS}-(j0!SBst107gM&k*C z%Uxr9LUUtQ+h*0=LAIdxW?*IQdYoHPh_4A!5GJ`uQ;7ZU0OY3aH(+lNLKG(~-$M>Ig*d9F*%RU-VZGr%) zy$26&<_Pm2wAr`DlNiHMV!;lWk5qK=VYlBA4071m&8XX+`ejgirb&e*MISxIi4SfNb%%Gcwf= z%blxxQU^ANSi6v$+=swli&nS70)zI7 z@d9O2?z7Ve^z`+C?RC4Hh`*~yKZ~ZLe_-IGOCqoJd3= z(o5&6`Y6>MR}=tB|+MHcAmr037Sn00bRg<3Ky#q%4Mvx4A-Uf#iPJf~!5HSB1l zEYST^_7AowdDUH&VJq8JX^j5EiZABU%y`b z#{Qq6JbI}dB9cO)CV_6i2*VN3v*)P=BkJ5|14Ro36?!T)_KZ|@&B0-0s59*1RnO$lFgM$QJA%p^PF6T|0J#!{EIi_XGB~^o& zKT84r)9(;zLT%$87?`)cFnND&NNnPu7V^<3L38?s;%%3l6-T$ z^~(xE&GVY1Os`PUM!k$ST>;7}6!}-=du%Z;<104_5BmujR3CmkTL();hP)6SDL5j; zvk5|MAoc8M6oQPwyF5nE1`!5?W(4Md?h|wn02IuJSn`;bjeAu1NIi|hu+s0fo{^&s zKU9OzH!bvZ#UFv+70fV@6*3_JH~`fea!?x6c!@Yd&%5Qi^6H#qfrLFy$1GOl3QSPI+(aI%W%a1$BcA4vC_rgs{@y zGFS)t$ce_JaTH%8v{!^$Bw`G3f4h#_DUnJ8=r?g*6PN)ffaCDg^TH#ncN^5Cr<$XR zdv_AC7~a&{nEi7iTPUzf08Rm(^D&M&+s!H>K6f~ktMS6{kY>~Vz|_SMur!2*0D%qf zR`kiPCwnI#g!yWT1Bf^vNb(=FqmBzJQ)ek)P&i^kN zd2ds$VK1c<;?)+A?AjhBaZ9?Q+tkDD-6tO&9Qc!)Q0{Y=2272PZi0dj?Km>^&i@r# zZ?S7M{iNPWEOS&X|5T|U@Z+;s7v+)O9aM}tDTn~*7+{hIa7NApz*?Pp3& zjpOUaQ6C^7Khn{byfp%mBckk$StBdh&kNx9@zIg2A#SAfXUh=vFq)jJq5O(&B85_x_c$di+CIfHYU)bhmi1i%@ru@O3QVm-wr zMF9#{;P{D9WbZ+A0>Kx_u)wl|lm|Z^04eeue8T&|L<_pkSrd^p7>nzO=5J%L)BgyZ z6QKq*h+}WNgo=k$OmI&IV;R0eUMfL>cfOiKUQZ3Wzb~WIZ^rh&O_dxex`Tum6vIfY zvzqxi_hcHiBrVbUqX&yE*z*mdqsQn{w{C6z78h_=of()d?jNFvfDdOMFYi-r(L)ow zAWuR@H?%&?UBzwXiw?GFw6yUitMsj615*zxd|As^vdA(HYCt&#RVKj*ba=%+hzDHy zCg^CsUqRAwn4ZjH!O8Su(WF(!-oXKe9vZ^zV3t62qp9OIT%%-|2igRb#ROdd*NT!m zIqnAHhCr?FL(gR9vN}5u{?8_V*vh+BaLa!(TCkybviOv3UWTd@Nc$v5H2Ae{vpvxe zHj~N)^&R9oo~TSfE08!k6qLKl>KEPUA$34~aa;DWQs`wXV4g&13uzE{PPJXm6u;0z zzzc8>jps1zmRnm6(3Yi1XM$lhJ|iB1`{o9DtEma~)PT>hxLgUBo?%E1kQ*PLCdS zBU}XBiSJ`|@8S*Yg+7x|?`kjVAT%XZ3d{pp%Jg1yS)^+rwV<-HEMh*P_>xldR_r*n z+?F$yc?As!o1CjT^m5S@rK=0($tCJfeD!FDW^$6i+cngksMWJXe; z%=u5@>&!MN^#z!|tLdWX;bXoj+C0pPDk^f2)KKJ2ucfH zNFnLM>y{z(^Fv5S5{ML=Y%kl;H`b^uN#+XnC^FUW`~Kbk%+>Vxe^4|Q&l4>RpZNP( z0n4d?2(c2S?$Jbl6jKT*E%zWBj6?@)*x)B_7p}Vv!U_I4#H95T*C>v!Pd6EK5k!JX z21b3ay+UX!dReTPn=Qp~g^?&qJTyQ@CXiy%q#CmGr|ntngk}eaoOO8oT>5!yRU;#I zAV%=f>y?EJrj~qZP2gEOhGE6iG)HPlVI~w98{BqXaW%RHF0+l+KoI$lKA07y- zIM@$iOT^DGk$|e1UrSFf5QoHW*u>W3uKjeD76&Z(GJ)F8vz^J#=M2PUiUx@=g9xG! zytQx@xp~Fi0?IF~wwwJgSgE4}8C-xnaI)&o3^jbcLI3Xx&{Tk&2t|fk$9U8IPz@In zXGgLPaR-Tgm;=WOeI6i4uvb?1ZAN1`H2E+-BttumbkE=`odX6_W~4@UEDoljt<=gW zIHM-jc~GW_2@?K|lmz%*x(LOZEW~>l7{%F1F)U?ufPAPt(0h0e-!SSxRG$TyG|tGr zp`q5Km3vVScu;!*SR^5G#0HL}JR$2gK{#LvKd#KE@s+wFjhIQzZFNh4{MX?bmcf>< zl$trmd?oE@pf|!F!^W!NOtgTQca3B0$OXxGfSY7LlFMDc`|{6=U^WQhjY(u3m%fC* z;0z>pqaLRgRlQkz#_J09^j&$#qgvVEob1d1ATT+bb8m=^^;vZH=dZC4)~O zfs{C;QSIDD0Z@AQz@;5jQ2SwJ0B03%|8Od;5e?>xG3qRm5>u#G$Nd?33ix8p?RqeC z3g!j~oP(cMlhTqMd7I*$O9agR^yxMx4&g%7FQi$n)&fX|4ykUXbb@&2i9-l7qCS{- zMLvjw5+O1}Y{9(lr9&(tqZvRnaU#OFBXs?z5e~fqt9D5(5bdCG5SP)DRQy_S%MzR> zR35E{r?SrOs!{>T@)M}<_-g4vbSPjQTLgQiSTjOWAX3XTE?% z#j#8bh0VzcTK{5Q?k_!sa~C={qL3u@g84x*DT2HO%ck_RVyn5gr zDHSkLT!fvXr|+Q?KtCfj;gTt`1jFS|L@|Ctr_P;m5{(B!j>s?({86>jZwCuGHFYwZ z$?nEwr>YvPl(z9X<>IdJ`Ieu<;U|{A_n19*_iokA14p~FDt)oD*hOlwN;C1O^NaYv zEQDR*G6kd&8F?mos&qwi(Lz+xTRjcnFhm@YAE+D;9yqWzvEFVvWLw}ei9E44B*~ws z2PhBRxiPRb$g-?voj*kqQV5o0Tp5)}^n<`ktWz-p6PKQ-spF(mPm~UU z|IKO9d@lqDP;-&_MYyE#ainIX43Xso{Tbl;-8PHvINL6~y3T+?8I+cgF?Gl^vMC9_ zjszUr%!`NUH>x`K%LZ%XF9BO36Z)Xuu$d+&16qAlF%4*}nIfJKOh)sdr6+^+utW)y z_F?E|K2Y{`$Y;V{^Ofh20aA`T8yOJzYv{i|ex6RVd+A|(4$fXXl#lW6g^0` zOoGEzI5wD#p$U!_e!0u#?bnZ^Yu~qz0;zrIC54Mek{U;#h62?c2x5S?q9iTRPlB8K z9p}(b)F&jgoQQ1UKk9yJgY+O)5NzBA7#0WyiUf8OJSs|<__F}~L%}Ni!Bc`QfoIf; zF7xSAUzE-gb9~4gIwY7Nsn8Ij9wyu-%xy$^^s&wq5+@KNfZh?p8fO+y-_^&@Zv%EU z4l3KP3thXf8D=)at?)q28oNT@osKS4K&X~)4atdtadrm;tZ;*Tien#z(D5${eTdf| zDcQbjg+mQqQCPfuC2T;&UvT1;7-xe(J_K?+C1Y8_u7#~B5+A9I$gHyK`l-EGgv&pk&pqOMw z7cL|e5uK9tTOQ>8LDPl^EJ!7t79G@p8xoNeCWhinIA2Bc11Ww0P)(pq;Qn)q4r+Xi zvZRIfENl1c;26W93O5DSY@`~Hq+~MqDxcFI`W8@fj0i!+eC_uSCES9r zTfb1*@89i(FCG;pcm#iRk*z;^Bj;4<*FM7N8)6@Vbn=sM9gLJ!9;-`+q`872dhF*i z({~cSLFNV^V8ZhL1YiXjfoKxNjE$iWYXSNc;?LlXbnf_20cAVsaQ>C%YHEZlb^mS8VGME^YrN^5Rs%(fdZ{S+)e`trUC+=$LmyQad^TB-rv{fiQ|Ttp!nlkFh({H|=zmEyM?V8h=e{ zS`ob|tp1l?6wAgHVcGz68zfTFMqLsmI6wz{RwITwRqS43fw!@#qt!C~bTn}A2{QQM z%)pn91C2DJ?Ch_fsWJ2KowO3&N&F~yzYuDW+)irhT>sSg5DUwDaS%-4`!K>3Bb%LN z-8wUM>NUYEruW?+Ef)U<*%b50@d*)WZux{L5?G5ccwywH+t^YL7@@}=t1E0Tr&_oJ zaif97N8AoVj3)1e3GxSUUEp&RMcaszNfu&2Ttexlws$Etr=S!d!}eg+t^3M6fz%Q* z4+F`)t+c&|ODeF7LBf$>4qRxK({tn&0J227iSb5dK#!nEX=NYNliO)wQr|ua<|stM z`C;Wj!3jzRQ_?y);==T_$lgbm7|~z=?1rP1%h&@GV>?=)uu>`GH>_510v%vhgvLxT4pq# zp=d_&4E# zg&{e8AR9=+#z$*)CnqQ8B&UBANxDOZgq$C3H9#^=G=U%{^Tl!oTe?I^92u#zaZWKZ zG1c{GL;;WlK|?Mmu*LC3L$GY)qkn_Gbt1w|u~aJX$n8P|@e(~c))8B|9l9>$f97A* z-4V{SjhUGYZ6L@r&h@lmIvG{Jj{`|qC2)AX#@hut(9Z7^pUMhDDG)s;V91^f(Or3vr=wRcxkl$jAVauu1E z7f`|Ap%KOeRzAtujnCLV0L3Cvz-U;BSqa{982)>$f2F2Ov)dnGB_>Y9eSl~;4-LgJ zKtkc zv+0R~CkJCvLXqUw&0#sF^ih+N0~?vZ6eJoeziV0SvPk1Q(SPMNN!0){1$&U_hhf7f z(+&;}a+nGPqPi_Ze}?aXOj8iNeCU=G6cqfX;Jl_KwG%2EFg2b1OZ$BZ=ts;0$jQb_ zqcx5(Pet8@DcnR80kTwYW~T#ZAo@Raqet8pMZs?fLOzTo8oxX}wh8(S%=9F(3S8uS zg@hPzElxcDZm9~v5%VU}ok4w!$M-xz<%S1VH)0wA?-&P_>U7nEJOH=*Nw{ad1qrq$ z$*#crOq-vc!83IeX>7U6+4)#fVu;iZ(Q=;-`H$EX&EC+ISI{h4O&MPGc>`kaKXC^haW0BSSI&u*jJV9dx=U6czm&rkkA2 zl2C~d{+lEq0&PK}V2+YPIHxbr92`+XnAzhzGlON}+-YcqI{}?Lk=Mc)juaM)G_4oG zAfljZ25i&OMHy8;WC|4keh$SC`;q`<#g1KE0o|;Xf+TB$%p*mlqT@n23`{6B?dCQI zy&Gn#hO4L_QVbHlg3l-U*MTDe(#n6KVcOb0C~?vCy!i&K)j?besdt1NBW<8w)oaG? zX6#|iZssCk9Ce*&ei7_>@<$OP$^Phnd?phI|m093Ih^0;v;pzb3!6` zP6lmrS||q~1ZhJ9FkaeT7nK_~Z@xu(4~}~LERm(3O;vdqzlDaFL}lO}CmoziSe)5s z^E5I`1B}`)SOxI4d@vxAZ4?Y@!Z~9^to!}D>D)FVJtpui4zT#ez@l?W*X<^Z!MR#| z$)|lXbxIn7)$mqcqBq%0N9Ttf4MXLXmUs(XjnF1@XQ)BbbsdSCzY}3b*eFA{hiAM2 zeI2(%T8uDhMer1KT(9h%%sQj0u5PQ%VLnR9P#k~yq=EvupAlVE*J%|5i#*C{)CvVR z^od0i{5*nRjlA!N%_%6E9F9VE5sn^W{b4Jg`tido$i{rr-(GeS8&B>#u!zAAPlY)i znq6Y2+OUBl5 z%i_bz`Ul(ZKHBzVK=35F>$UgQ&w+?O`Z%)&|fTqt@gcqvvJF>>P)S9lA z*7tUT)&tuAzf2)f2kQ83&_BXn7OwihdJAG_NF*4R+{l+@XBQyuq{zStJ0NbCiIoav z3xu_YWj^Sg!c+ikc&uihprD`+MZHn-nlNADc@lIE#=wr0TTg6AD+~nzG~WoZtWAIO zszXGkDIY_5fY89qZrrlg5TYgo5X2=g6?2hP86*i1AuTr#i-iVjs?@~>268=+#h z`8QG-fE1WS|1)=wPHpbuNreXqFRTE8 z3W>h(WfVVzN)_NE8P@Cfc?sVYHEyhbz39>FSN$f6r1UYU4fGBA)z;Jr1h7F*`?|6+ zx!I>Gh9uOY6(cB_bHX{GhTlLsB2`9D+RVhakPOJEX6MkcBjz`10> z|6|BP=t#O5v9F;yFol_ps-F6eEDv*_v+JHG13XIOsdyr!FGQ4)^RPPs9MKHJBh$m7 z5r@=1;#Q)fWxd`TE`Lsu$b8{^);x2jn%fs{Hs~lZ-_8@k`!Y%U83UltrHNDScFje0 z9}T05oBaXEQLsQ^cEF%($jj%DJ7p5qdnfA3h$xBIC73Q4Sj(_N%p<2o(%1Fr*c$v78Xgmy1MUM zY<+P*Pb8I>IaYIOPGRK`jt2BB+PR&_oY_dhm*)HjF#tHV4?(n5w6wAlMJuLKktlfu zeQ!1N_y}lt4e%K#|3A|>suRcoEChLP{g?YdxLYCzL{mQQfUBLPCat(DPD>6&vRH)U zBa%#FxPGR-EaN@`%S(#wZL!Q)nFwTH=io?cFZG{|f9RY_fKw8$g;NV{_8r&@aE=2R z#>d6?RU@7-a|1MAR#yD@_9tgEHMO-Xxl=$0e?rD%P-Q}pk3szT;ci80McZPFV}gz%?r1)_R7>kElUql2H7^LWKbD_KeS)6O@#4nfGf9vLDN0WU<(a9c$b# zFx>uetM(pRKi#euPnyx$V|@@<7N?b&*%O(gqC{Q6Hg1JtxESjg-RUR$hq$E(0!O5< zXoab!meG$5xX?^u)GnyZx!9<%OC{iQ2VO=K*W} zr$qsZeH+qn0#tqfPJwjDv(Z_{Si;#`TyXM}vL7(fHkahv#yd!AFPKv#C{KKGBe5bR z2mrCtiL~8zE=gJ$I7B=#yPBwoZ92|^!$UnqQsMKff8VtAxc~KP1d`T=3AkRrbiJ=ArK0{3h5*Rb1S+V6Hy7(&|nr^O~ zrG}0aeA)ldC_Y=yJ9jVw$^yX zxXbsdhU467KPo(B+GKaNPA|f^W<+p`aAw0=LROeqOhI z)4N)PYasIei;TS7e7(e zf=Li($$TxGaYTUq8b&)bIpa%0L<wIzd_6=6{CzB?&MietqKf+ZWdy9FW35f#NUD zU>?^P85alH!R6<-(6kU`#xFwg!dcCO!L~@ssFluXwj{Dv#2FEwgiK)ra7_y@FWiMa zKc)h@W`Vf$fzGsZ(2B&sMqJNOtTIJ@Ix>4oMC`IKBx)e%uYRkdCXtrVCebWj3~Mpo zL1j3l{5F}Q!plW=YtIXpN@4xWs@vK*o^5-6NYgv|{N|MbX*SN?gU9PV*tT zTSz1(@H=W*3XDEG0!atXtmmdRwA$O_3)Z0>_=I~Ok@w$dCmbM+zZVwf1v&qD`MNW1 zcpfAT3Kw-p)4SfT0L++qjb82=5@2wI5S=exLk_2G8k?F94>JcgC5|l&NfAXgK_Gq< z-}w(%JAr=Vz6NSX4mM0u;pQ{$yawC=r#h;Uc{T%e*l}=$lc9EfGplV`la)wtVisMQ*5&9yqGs; zJZb%)D(p5n6?%d{Wwo78@*5{%>3kAor8?Ic(2+bQXMRcs# zLW;B(miSAnE6ZeBFd$l1>7{WI95?3?!shYkqak*|tL3>)ik01mPU2&IMqOGmmR-8o zbeDZ2^R{h_yLOEglpI9{8N7e!0v~)`ZHF=ml-$|OttA(vhcCSM$hcCdu&sW{J6U6V zs7P3Y`+&jKNJY&XivG&s!i$z(N-ip~jui)!?SAdO;!WqR_PS7~o~dVTaM*zxKg$c- ztlj2Ype{s7`0VV#O?OOAHx+N$v3ZGqL zA}|ma&@-f}{6^c~;0{GMvgLiT-!PjT$1g?_BQV}k7=*Gas3!+WND#6m&ACc%p`rk# z2SaUYx5B*aHQ&>s@pT}}^T0RH+&qTzkW)-75;vX9{`ZHN1LO(Rj6HAO^6b2B)>%l# z-ePqMq%Zus^Tlvo14(DWI@u>8;_#(JcX4r%amSA9J=)(uVF{x#a1NFFT9CMW9YrK^ zwTK_q6J%ppL`0K-Yd1g!p&eTu9Jxj=&6#Pbog^8dKQ-QV)IqI_*on7o1|G32n%C3N z)P$t7u*NRcdIfq)qC?Kf*?;U98<6UYt(vS!`@}Boyr{BtZ={{-9Z!?ziG`o`sfM}H zAMO5nT?@!$VR#-T_`&k+Gee=bv)W(Zxz}DQn%sZ&_WIZ}ed_1zZXFC^l|0>(mV3m6 z9xybb-4(dQuK}ZyVOZ(AD#d^Bpo8)%knM%VMXd`Ly5?foHv-d(IFor62Y<_ME)J-l z$c#yw4Y$u`M&eG9iT~cOWva+|QI^aFyntCWNr7Tz7d1eFiF=w4Uh|A9$07X-4Yj{-DJIu*Bw5YoSSRc;C*BEgJS{{jMv3L+Bxw=%(>Q}b; z(}F)k=i@MHarGRO`9$TRo;LQg3nKvD0IR(|k`gU>^c-qXt&FP9&eHDhFo%G!EHrSi zz3EUhg$K==$2}(k&&sXEku>rN+-x(SKfebPoW#jT)ZXM2!VG8@=IIN7opBYZCP;2| zahZ1(3f!J~+Og@a)2AZrf%v+XL(|b}or)`CiO(%Qr`>Mp=$5GTjTD*polt%GP4tbn z_vz5Y0A8EDqp_{Y%KHAoH>iHUzkcuFHJ6NiP90RfT-zwFmX>Z9J1%{*|GUI~rI5_b zgXEGi&%gGwPsaMi=kOu_J8+TUki#;i9bRl@!fHmuYt_=2Fz zz@9QcAwA|r?@x=GkZ6g(D(*#Z)Z1Bc8p<0WKJ14Mg@RQoI0oMK9pVK(!EHiS74ip3 zRYP#A4ZvWwS{)(FGLHPAKoI7bVDvT3IW9h)yd7YeWH%7+HmsFUeyWeGTBG+kz|VgP zVn&+*>(A$Qe~9K|9x^VRk^Lsshq=L5$JBPXYtl~B5Sjk zo(WVxpO#X0*OqVj+_2Gm7w>k8WVL21hUI>2*xr%gD_Q>s_97iK#Q6d^sk7I=&qe{zoEw z7oKhjs8YENqBr?8kL0Zz8yJ%t6fGe-E3wy^5VGT}>U1MGyYVDr89 z{d?rW`vO!cG`L)-*N*WxtC($#dWnKNJRmhS)p>&)+D;p%=K!cBfTEU`v$kts`>F$M zv}$=q4zQhlF4rx7;(5ZApCnzs6>9^6UkNS?KlY8Nt?0LJA9CzJbM9OXw9T=?mo}j$ zoOrmzMSW6+9@i0Yy{}D8w-u6+>5dwmfYo3na25d0?WDv&GpcxSLZ0S-FJ9d0Zf zE4VXcg7T7_90gv=X4(%bGCX16z9i`}tDJGUB}Z^~w^~ma!;ecHOhy)EdNC#6cAC`8 z-})T+-i#-SNmG9RH_0h+jKV=>_ElTJ*$0s`;q>+Mb#Q%PKnC?${Or)uW%0cI;pOVCnPm6blo z4WQu_>bFMq0Szu5ECI(6MPG|bZ|Uz1x`Gpqi1SoLSq~)}wk6HZe#otrF)@LBC1RN< zK``yrxpWNqf~vTW2xf;LgqD}wX*7qs)|@~nD5@fx^Xs&=wQoSH4*{ixgIh1YXB_{; zgM|Zx=-cQ5s@#$K8wYH0Mne112Qv&G3dVGb`NsD*i9$#rxgleh{qxev-8gsv>wbrN zVMNU5JWq$U_~_VJXV;n#g?$)hgo2Kwui#)=gZTRSDHIVNfazdq zF+;>+heZr8FeW{e^f~(u8~VzB;{qc>Xa)#{&J{@8i0{I~gGwo=<+28-&@>zpSO)=L z4Gr%kwObDY7)9tD-FdotBq^BVKy-V-8+d@8?MRn8@W6y}2I+Y86u_1gp)~>=1OW%F zSPpS@PET98{>AtfGLZ)t`?ryi4{~(JJnx$qTYtXcWL_`xsJ#3kRK^hJK<5ZKYIsBhf}&r0dZc2gJ>X@i)Px4uQZIen zNoljsd(8&A6wMp8+cVjJCY-Nv=r!!!?=}3o`sC-ivlPi)1{qmy7JtdCzqL!H~o%jK1Q)$ABw8?#A>W2=vBFB~hUD?LYDt zk>HYRsJZhn4mrDQP7i}bz8bHb<6#E90PRuN{xF{Ck0pqG_yhfgpZqs=6BJ16$gq2~ z4vy)U#qWVe09PT!nSPbqq&U|3-JMM*0f(Z?128GqQn~xvbKb?JB?s(!yq$*3+tQ!u z{lD}~i1P4U`SLdlftx^_QlL1m`36qG@FZ`feI?CdBhj6)usnV~81T5sfRlNZyhxQ;6b`TIso5!IUN7%}_xoyjj8dB{ZJ56ke5iX)& z|3$-H^wXXwHViSdEI(}RL^G5;Q4KQmU-ePx1aBTm0+wsgI-}bohrx4 zZ=+sS%@i4#8@y}Td_FL_W$wz_$;ChWMQgv2^|t3RuPv!EHD8+)7>jj0-?^SL-t&Tm zTz1~x=-7KIvvVF>x9JEdbd_zoHhHZO9oh( z8E(~Jb-zDQnK)qaPq&$dt_9O^h$Kk^U0QXF)8*sk4Ft4AYW+0VTL^4Jra(MmE$OPC z&@qyoe!`>r$&4=y6e7qilrf!UY^*B~xp|Nr`9~1_ja$Vhul$D*#ys7DDJC3&d{BtM zw{am<+Trp>`3*h|6FMAW^h`{ZP!zxeGwG;0^ezS%H3{*9k*U=BFx~=6bf-Um5iCzG z8((>oJw$ni#&`esK@qrp!b_h{0&j4L^*d;jP~-zlgSP5 z@e+9c7!T?LL>FjLg83b>fjy5eHS2Hept`4cTB9uR)%WE0OD&TxR_>I?N~}hIN?g6K z4mcJqF{#|a*CB=s^Q4BI5+(MJK3`LJ(f*d$+0i_G|5B#|gSm|s2J;Lpqgpe&j-RTq zSfA&AWap2`bTa`}^@pB6nizt`59;!7%#yUOn{5-FZHpVr6>nh|JzOyM(KyIK{<~7y z-+PO9IHqZ2N7+1^I`;&m9hVF_NOR}xXy{=rk0)M(N#=T)dJNCj8Bx5coNE2fdS}myUnxJ1{*UyB zh-+x59qMvyR3pMn=B-<4c;`C}852ELBrsrS+<~SI=P1l`30gcWh!TKcT(Zzy4-hKA zR1EX{?tS!h6(g#{SgbZ}sA17G<8F7$4r<>{nR%y$Cefs8nqrMs1$~#TuJZY)z)v1F z8;nxQSq3;gR%ZTwdU3NDy))26q$VTIOA2K}RZY!&ZC*sQ{svFsPc))+S3ZuX++xl( z{dHkcI5oLcaCb*=3g>n!3+aoV+l`JE#@|ipm*TiKdtz`;VACPWSPvd=7xq(uwbaUr zCi35S3R3iVX?3(K3Lm~4zqvC{M5xH|VyY}hH2W`26X(dsk+NCsswpjsPHqP!lh=!^ zGnaXN+w=UIwQD2g1C=>sLaJ7BHWPbRIA$-PZfzSGv|$&EOqD@|MRHho7p3B?oI>26>Jk`K|$D6Ae6>F6U00 z|LciPBQbSGMOE1jz_hK3k&j4C?MhprGUCY-yv@7 z5kPX^A-xBp3Am-x=K6-96O^T$7BHSc)QWnTCXmlgIQE$h1$&g@%>4XiI6;X+a>CM* zra^>KrVm=bJs!(rhD%L%+pSYyz3MtZZ56Dr56@Kf;n8-BvrhT#s;KHAM4r@M_ri-g z5bZa(4ahwM04U-CtA`F0T8uWh{W`>#@@Gx@*KOZ!w%dq4w7t}t?A%aX-S$={AfU|7 zz)Q8IM{;a(QXRT=plAdO0ojR)mEb)$3w(zjq_2PNQM}#vLE=dcPkG+_prl-pBQIU0 z?%!wiU3%%0x=p5YBjbVhX6%uB&y?bfF4Es{Y zpyW^CXM4x#5Y`_)9K^4vR${cbRI9RwsX3yhh@;76MVgawBh4&3XA{Nt?Gl?(wxnnU zYVDPK9P#+Hq9%`7K|xGLj@5v?+UCfuYQv7=oZEJ-Xi2QqVtFhqQ8}QTWVY!`=7B?- zQeN>e&w15^>T&pbD4EsPEPRf=Yx(yM+Y`S#cdo(0g0gbaQP8Q=rsx;W>@T?AhA6W4 zE|Qx3{U7k2CFsE9$LevXX=?Tt@Lf+JQYiL~SRoRwJST=^8^W01Sc{9GZrkhe*Ztkc zk3sOW+oM@W(wmBrN4b{&gi2)yF|kTbBHB<$(8o46Ru`=cgB*H4CS=Co5|c`5SJxwW90UC(G# zZGN^x)>@=9y~D6NHfumYF%k#vE>F=#f9^%D^&kQm5c>fB)`uowCkUNY3!^-oFp~o{?p-_fXN@JWG(RvAE&32`D~C?4wDmJE1zvLt!zU<}wUR99CAKCvw8b;gb(4%!VY*lDn+ z0pu8HiivWN(C6Xazh4^)b9oNqjsgqyYhy2&;nYPJR%r7TAu*WK&8oAGVO-!aemZn_ zj4Uke#`{=y@BZAoGIy9b=-D^kf}Z_?L!B6YTNr~JcO$q28L=OswF*Hu3n|V3iVdi$ zk9jUj%C+BD_E;D!?cFGDwzu+X#lZagzupX#UIw9)sU?a*GW-LTaSHeE`&=ImQ#xkZ zSyMxFmKZEcJXOFQh|al@BD2s+-9-4j66;94ztWo@YhUK`1(em9jK1zNNxkJNQGGm0 z>qW+v@OMq_!PGsJ8Z?i)QsP9kwu`e`n1AeamGqZgU2`r~mD*I<@<_OLrII@JXd(Uh zU8Dkv+jjZuSaJ&Vgfd(!x9<8&RmY#%mRQJksQ&cb-C5@K*;>-)wLM>+uB42N(~Z6F zyVG!|<*l$J2kQH#%^(aPaYcYL^>__=+ z&G)t^6Ycqa!0o_X$H;Kevq5x=Eec3-ExzE1hoz%WGdq@7z6BlnjUyr#NwK)jZ=gFk zpKG!nkSrCMZptYn6b1pA2v{3@V2qQbg~*PZhsPiC8q$)H5F0X*Q=q#9j>ivmbzI`& zXCr73gHO-It!jk)f-blDZi=4X>MAHG&lgcDD-JQ~*Q)8#K%`MLI;&#pD6@5bNhY@RRLnsaF3 zspoyC6!!3+<_7#!2mTIat>Tx5%=t zw#?%QQ@P1SKkGzQD;}x&+mw1h>frO8?%Qrz9v5S9sHBc(3Dm!TNT2Rue_`Ye>+TD; zKbTpS3YZtuHC~n%<`N73kkP+o&!ots=`^hjPGD>hI6?SE;88%MeZ+%YSxFK9h|41Q zU}LJrV9EBc5^gWUI_;K3;;ksCZLaQDOW}O|G>PYM+_$5Mu3-N<9iJl0dyxrz3}^YQb9pMmf(yLtc66SL%c_CzBsi= zWj5F1N{~@e*^HYUtI0?_K32-bwo?odBk-E!+4V}lepn)K;6O%#lPzQ;qK6MVe5(o& zSlUEO`wmwZoZWO&&oBR5z8A~z#ssJ!XlsY52V=S}C3a*$AyiXys>xpFr^D}Tus%{Y zJ<{%fj{xeS*!FRXJ`lYgdfT}xw2YKqusi@fIR)|y^Xhled+8ds);2uj-L!d^t7Dm3 zulHPdMaTLidGC({Mc&NE7PKU z0jK+Z7?OgjzlzV<=m)MTRdl4jDl?KL|D3wXym?NM-BP81)nlI0D#xH^_1&#E*{58z zU*>Mfd=q%;iBz(ONZ_4b{=UG3*3;q*@%xWUy-oi$_3L$+)%l7^QSR`N^eZmzZdN;7 zY5BNCmfU-;JFG40miBGaHPoCO0VV=O)TiOf55#Ii(su9RLx7ixo%IMmp?>|dUz(@+ zeDFi}`*fQpE0-~q;g_H$=P(21fy?TCVHNi4>iq;NT{_QNOR7aLD|0g9ATCwA+K3$% z;|VMXsO_Y-l-x|h-u&v5fz>9)*mf8XN0&5vUQch7R1-w!jSd3QtykwxO9BJ}iVD}! zZ6IjcQ2mWb2FlIsKDEUJ-w`$r0q+TC6cr_YWm10wQ~?D00}e?mrk^%J1lkN3COi-yB`v z!;%B_%*eE{!R7gY9T+ZSl&kx|xo!BWNCFh!p0>lTrkdc$5Zg|fb@n5=!o>*rw1X&6 zvj+Tb%#GN@)H$oPiM76){?=>G#L|3Y!9VM9VASd|lfI1vk4|y#j9_ipas7wusM(_w zK8dXFmT$Jwu4}N&({d@e`mq_DPmH5Vy`F%%@#GvB79}(gBrgu+< zPVJd<2GuxCk*D9XzEDVhRnSc7l_I&Bfwm}x-yEFoJqH*iDajjbhUTKw9x5L%NS$OX zPBK$^fl$Ud5_|N9Ff!r{f=v*2lJ9q2)86*}&Khnt-pKoq@+4R5SmPQ7yZJaJ#qGr_ z^xrUDkzox8*?lq(hq^U07-kUmo-#TyodPBaJN7)c_soIAKYc*8?KTf5STav zO4W3PPJ`MNh9@|!>K+m@kPT4_dgr7>#BjjL+?13%L=yv^O_hD!tNG6i4{up-HqQ_7 zJaO)c7Im*jbp3-FjU(DEUHvzUqHgN-t}?you;+YOe!XWk+IbyAU(@!q^tLkrT_-=M zz2vrjeSbCHKU8Ctv%LOU;R3_uQNL!=5lX%le>Ps?%fA=Q3-`bMgpe&noT;rHXh|j6XfzyL-fBV}KTBnB&68_|-$)+`b@fti|>B^E-vAa$kD0HTTxb*|U>9 z?jolyFKThy$UIk)h-9fAl~T9=+wWnNkvaTR58@D2Zl=0AwyD^jKKcNkYX;>Jq;fn! z7!gb(VCKK$Zfd&En|(`M9u10hN-8SaTIO1SBhcE5SbTlr+>*KX@sX>Jk=0GPN`QdA zfdcI==wpS*iF)(qeTNR^bbklnhFXWre!yVwDy-)l@WN2zxHl69L)xnB^75bu6U(Sf`yoIW#7($8rNU5BAvp{Q@-q^j9>FOZsq7?k=hKob z?ixg9sDG3|)RpeJ|_VKik(E=J&3^s5te*HQ#-I>C)pB-gY?%V0#w-F=^}t^K6#(QVK7XIKPUzWpvtN8eW!FEM`8 z@o?v!E}6lP=XEBttDY7m&7EN=6AT>5QTyI99$#WIuuh@(@TUCu;MSGG#N2(o<_)L- z%QCmbs=l2)%$;X3#zAY=RjKU}qabTiv*i_rdXTiin9}-GEO)$m-mO2sFP04p zYOa025f=;OBZ2k{67sDe?t&sPTV_^b`Gy@tYn*^;Pn*$;?F@lp=Kj5VedCWE3D<_( z6{Ay{MwDjnogVl2d~OgvUNZ3$Tm#_$nsCj_;rH&HfHesOoxw%Z{C2QiBqSZ_KG2kQ zJp5Q+pN1-eU&H{-C&b%W3k3!w4Ht`tMZ(_9??wGP1_zG8vJ#^=>oDG%PtT*mj3kbr zy~GhTp)Cb=+a_LB2t+Cu507Gj@WIQb;_(trqY>J#G$fe<@!R9Q6^UTgaqfvevKm{J zKCbST@UTBu`sm6J9Z*uq3LAdU)*3R<4=c~*?!0*2cK@2xS6gNhmuX7sg86tELS0vb zoAST+|Ll(z78Kp_>+bYmq`~?%M}H49A3e5o{M{LPO6ip^JvCi_q??)}3oi*Zj}}~5 z?uk@&lL#5Uqj|fYdcT>apipb|y}5av?A~i^MGuSbNKDmpPYyDqFE>3na8J)iWG{T`JQ8!*AzQxGTN6!Jf&!6^%y!5r@iyxW|~VWsotw)(bbi$rH?MI z+CA4xpT5g}vq4+2neF4VCi9m2^A^%;I%3x{mp{-r@#x_E@gue;-c?+3V2C~S^y;;+ z>8`|_z8@KUn2fuo!-Sq`TXp#J^rd6954%(TPE;QoZ(GTKzEec}-iBz^K3~HS`K-zA zsP^XONN}+rXdHTeGnA1mC_vb_;BHKo48=$~S*EqZ%Wyw2vDZ$h8xK9xR@H2!`P!?$ zOIg=FTsF-JjJs<;;{Cq$YfmZDNh2Oyq;Mh3mh|GW0+b=Lg|4Aox@*QqddEfNEAlb5 z1Q+yDgm>{_?7~NlBl2T8Qr7>dJ8(M>R!ta$P(2;F>IwdTcZo2~dFCZ`jrB=noHMWi z3Ebog$-iE;27LfbgeURFBp2ehN;a1+k`MrpsUPJLC<3pK0;O9#F-b5IF|PM_*%o_2 zZb8q=`Uwtz&W`&Z%t)1q@NrDcKx@Z9R3M;nZiT-4hFFk8Li>+Z1HFf)B@gmA&BZ0I zd{mXv`)^*cw0vt>NdAmQ@+b?KeaIlwp6$C?=6<^Bxzv5R!WS=+5QWF|%#SvLLeRpV z=SJc{{#=|>#Iu7bBN0^EVNnO0cORV`J^8&f(W}|}=rzWYedaGN2_D-O-~6s;|Gdu{ zq1Kw8zt7dIS?D&+C@!H1E*<~q(YyI|_k5}#A2%k9*}+VVEqF|Fq4vmy4~6I4K6rmT z``px(S~&K$RZh_5< z7`8K?lRyE-$#_VXHSL25RP=W$Dpnt*U)DyF^96xDj@3mP4~}^0Wl85q^|o)JuHKwh z^xqpo(}aC*z2;P_>n%4oY+zt4!O+|$0*?h`ON`|`uS(R|*ZoJ&s6(j0&(9BaX`b9O zV|aGPTC$Q03nPK^6Pw5G%Ptc+G2uPvOL_z-dg<996N7dvr{1ArUuH(zV+vZ8ToL&W zutFP7ZgBkdw`wzmN{VU8)X+QbuOxE}dTii~&#h^}CJU&$aB?<=KM=U0)A= z70UZd0Ce0eYgndBAZCEZ<^Q1Tt-`X}-)L=AQc#daQb42x=`N*|5(GrLySot(X%JD7 z77!7UZYgPL5b5sj?(doF|6O|@?Spl&O7VT?{Ka_2xW~}c(4{zB)?ub;Xqdk2lNu?V zfxLz=iYI_-AGo5CJnK-xvY^N3-)UFI(?5=Ej6X>wd!vYZ|L_OO;#5K6_Gd>_iS~N- zi|+#Cy%t)hf;WOM6R!O}e$cYBGj#YXC)`%4p*iykH|8NRxzhP0Rk7>REErEyEOP>v zx3-itHSfYHk#cdjKa0F_DR1DbqIW9wVA5mekMU|qIY7F!+sL3))53iD+-~q?b9FyxebvQP*9PA5v}rm#2f(&%`E6!u)7ZFdOd_c%SIkN#jLN2Pyxyd zfXT|4x8#Bq)9|eqftabSql1NmGY`!7HD`lc*w~Hwk8p+!r^w+c1LxoJfhXLYgxDNH zx>uszn+6BfOEhzr*;3)P0ZG<#Z8iHuQVRkXvE_?7*SlX}m zM|lqqo%X;#(|@#1F&rx+Sg^*ShLde9`N@oGK3QMKSJXJrCmJqw=Hu0oA^F|tClZm} z_GXJwZ`?Gfz~RCIW%Di#%WRdMnf4C?)+yfg(T~&gW zH=qXCV2An}!TylN^k`VxK#)(5>RizhH+)Y%mR`%Rdn=LCWCWbVIbnh8Bla+3+gt*P z>#@1{@)vtA7X;0P$oon5MzV}4sh8lvgKH-EJk|!gOu%djpZpup4v|w~rzsaWEv;UX ztU>9D2?)aoL;_q*fuI5B)m@&JErA~s=88?moP};%x}ulIMhM5^609Ju%SsHf(8nao z_(sLAIcc8|mYlSTroCQj19Uhfg2;DEBRgpG)TKqj2yPP~PD6D@=w$hg#I6=_UqHZe z<uZ(19V8kZiuW8GWDeF^k0rA*M=jGze-LfRJlsH4 zI+(eun8%MMK05VnyDe)3^Ll3jrGmBfRb0!DyuUj`B~1ahTuw#QuP2% z?g&&9Mfl*~3q)178LERAH)7I&K@Rc>Q+dqaK|EJ*lKQow#o7}cRDM5Z|MIalm0%~s zeKS#)rGG*>Xa5$TYo|Mr!S#;}dW`hJd6j;^r=hI?AFEk+5*Q*!N1j+fBRL|v!)WlV z`NBn((N)3krer~CL=-eO!u%E-m_jwCfWsJf8PY+#S8zw!h3^YllBC~GOgzizL%OE+ z;BJYa8IemN*a`nYOk||aPYeYhD6m!qLyR>7#9^e(3Y)$9H@E^g;^iq%Bch_drKcPI zp8Mb#z@@DiENQqz8rk9-E<@-gT0UaEvFaZ76uca;DJzQ1cXoHT7#2EX%HW}1lT+hZ z3?wJj@%dozO6>W`=~iF$1^1}ZW!PpSU$5Q8&Hm6E8i{PO-wP?-tV6t$iptwYH)R0VOT=;rw;idO(pEAm3 zE#FB%>ma3{x2aH9m-H-waJ=9|#tVOQUM&x+69ZqD3*y1N>}KO4P8Uy9@^aSMM726v z0jX*)aN8rg1_V3DsD!{q0S7AB5dLdJLXyz8v4A@`hDtXqQto?HHHEl>V2UpQbQ6%$ zfecLtloF6o*jNPF;Ne>!n@kl2GdB*ad%F5C} z*DoC0kmLrU$ifd&B`F8!+9fE!ng>6aO(F&coJOFO1TrLx`#81mB_b&4LJiNP{cr4$ z@Cg;WSW&t$*~1=#VCQFN|7N*MO5mAWTN?u)3pwqB&<(mrga&AbDy#F=s*kB zaB%!17+IgZD?!OEZg98p(KtVjsT^wqL zVF5b)z-#^IS^X>ETu5(S6!;lu*fRm6!ivgD7p-Dfn!dFIq$(7WZ?F^JvF42k=KcF? zhU?KKcPsM;#}3rnSjKo_OqXqMmRUWJFY)UcQs;Tk zJwQH3MR%4efbv@Po=G=GvBS>Gy?Q^cYZY^Og^YwE1UVwjhJ}UeF_9>p$t1sLtCq?M zLYkWug!ksv)&2bNQS`(}E|14?HnoL`Yid8jwX{5lz!^c?pDc-8jVu-xTMjUTBX88U zwFC&LAegiu#{Q5H1l&H8SGBonpA5sh|ILj0*8Cxi4#$1AFj>@)rTd= zpCp1&8d&QOJ^BYJZ`?g zR<+IvSYplGG6hvgo%j9y8=#rnGBuS7R~-n@pKfrGnfqh9miL1)Qv@?ZnEF-ytSmKd z!$*=l;77+WrZ6L*ppXX&4MXhH{o%sm7+HE4Jwi~GE=)E8P%AK~1vy)A;FOEhq4S0h z9AjW?$@GKoH4P@b4X{4aYorF27uI%UAI8fcalyf!OvzAZs z+q{G}_G!h@rGxOry0f?UI>txPTEKn}hNUH!eT zDaVP)`?6lot9Jj}oWT?Qii<-pR1N1piP3Yd;1Z1K6t9j6qnLJuZXT)N52$Hgo@Z^KobU8-VPWq{;GwGf z#uQyT*_vHEm1CpkQ z{}%W^x1!V*iLWb{f})~yw(8%aQytdkO4)yT?yQ#tt0h4jsOepnbIatd$DX@<>pqUu zQd1<#g~jg&338WR*Z5D{IR>Xn{Ci|BqHS=kvrg?r!j5;`$9K4OJ1zq)|9Zb;DfqCM zakg&9UAM#75|NAfDK%CvGGqr`+_2v$mknIPp=(6pLX=m>Sci>&8UngIrhcAG>Y^`? zuAL5Lw3!y~^uGUCvdl^!i8X(T!CjVp>5r_EsE)(KoS}*FY;n{x zgBJjjfMXI+T3tL9>;RmpS5@Iu(E4!;M4OHw#5Z_FJvpL7;)0#To6n+QYU^?^+Q4lGhD`7mp>*EFr}{?pU*fQCl=AAcP7 zov;8JQgBUvRy-Z!B0EyOsk@^4r`q^)sp-u+7Q+pmH4UE=T*6!?=~aR^ zV?0N57iZnuK`% z(2G~Eo`M%==FZ_kTE*~husb6@X}GOPfC{AYS5n=S2lg2j;zPZ4SZ(L}mCA~IlYM;7 zHvVFbJFK~B^PX`XZV3T}B}weuK`^*zb1q>GzuQY3u~mYK3qu*7Jgs3hZ4ba;#km+m z&&AkduBIlkHK1W&K&D`As_vSFJy(E2dtuy7bGE!?2lD^Sc^}d$r?7A;6Lslfb_>dj z6hUazG0`hruJ5-9!F@Mu&6{4)qfdIE&dSWc?Sqq7-rbj91x2K7u|rAfPvQE0MMF= zV8RXApx1ro#^5nQYAbDqpdZrrcm@OUD1z3ExLmu1w&o!hwB^bQ?>~eD;btzwBP9 z=|6!y!d%vL&@#2Q#-yj4#J`<;;9r}&ZlCNY1mQ~~;S#LIlu|IP?4=$7x98F_4^=x59Q)wb_V;hP$)H)C>CylT$FlZ_V=IYvxznrY zF^6@#&DyigJw0K`Iu2MP@Zpzxl-Nbj;3^zSftlp6I!+e#LfGtsE`J=X>40rWGSv}D zeGVoAutGt%0q7mH92|X2o9bqBb8}C?$OWKmI0nR4RPe(TLg-v1`61plM2EY5`x~TS z;T=C(Mg?DUvG<81Bnl=M5Rn!ssM~Op!2503@@?oEzSsFX$(v>uEHSd9+QCUo`1PBL zaJ!)oGhtw6z6tf}@cV*1HvanPNNyTbSfB0>!|<;?|0cAwNW;d6!F}dn#?K{;m<^Yg z&EYraSTNJi$q`R?Z8RCo7pxK8BJlFoJ5T4w-&`K|dBG6NVX;ep`zfwL1efE*+>pa+ z>|;Y}%IozH@iA3kifjq_2mSf9s_vn!dCr9=Nm-uO=}uAPWDXeav#i zY=Uq9{rmKh!dxnp9JPYDIrn?XZ zTnceiTF>;5O$b&Y+7Yw^!`cC77h}kX*SSv<#gj) zf}rLzOO8RyM-~yJi4i5d@sBLKK0EWW=3Xbhp@F0FlYvQnPsv7Z6kEAXpbq=D#R|jx zGZxO$Ta`JeLBSM3armYAcgywNgdbNsU>`_Ru17XZk;iA*1xJMX)PqqvJw1I-Zx|Q! zR{)ZZ6=C2Sq@H=b4=NN&x)Z$|Axb#|F(i4sQoVw>h#&d+c3O1uuY|y0m^#1~xICh| zS=bsKSy8#C8E9Jk@n}+@!Hs3l!iHyN*782vB~G2+x}$A1T}nh;l>KVXb&w3DP7WQv z)o?~`??0kx1bbGxmlV>q4iAB*Uz8{d^ZI7y zOJNtX)Sst(pE#8q^*T)UlUM$DzOxzN*uuTX1}p>G8E}L6Fn=8?1p**Ea>f9(Q7or&1+phQOsJ8W^hA{#B$yiFEWj z>NS-Xv~m-kgPomvxCjHk3SK5KYeTvv81zkF2(?L5I$}Qc_Q*LF8FBr8HV7NzEX=KeQ3W`IxTDY;8Y@}dh+q@TXZVV<$H*ojQ9zHSf1P5jOywQ$o)p~LW)dbWTC=L-Ts%k(1TSq^F-m^ zwSU9boa-LHt9?&bP_u~=JHw%Vwbz+^H_D>M7;@oZkh4^{Z?CIC77 z?iuP=%)_g_{w@4#3NHv$zA|=l(mzBu_T+MmC8{KwCw`}CESt-T8h+hc#af+gltHOP zL7c-L)3GiOV^#Tw+uUll%#4u~pyy~qVhMZa>`-(fot-}w{HwEOJlQ4?Y^l5qc6bgmEHeY#4|u!VkyBOL)CXO zlPBpp=$1#&;~LrW+iPnWJ3{O#&KY0&^o7dLnKLzy^+~msL!0~7Q|b-*z9R3<#Nrhe zS|7A|h{X|XEk5@sz&|kL*-W$jnw14Vk)pc(?Qdb~MMp{XmZkS%T`tIif;`?0X)Afe ze^Sm^4-Hno`Y^En!%A>694-j3Pa~#o7|xBA*}z>7rZAHRwkz^9x9MTGfyfsCFxugU zDgdH)v1ym3m+uIt*Z4RfMcSZZR1%g6B-`DCOU@esnBLvxjObnX0tq0406C*6#ST5^ zK{sSmq3wfrxJEa+&zxerXAt3=!0{ADZV(rhO}hJJv8ikMNTN#`JK;TZb^0$Q{e`(X zAa;uZl-m&O#}m3jl2`woPvGLw2DvHLXL_(>fw09dVga&1KU%ZEJ|Ac;+}zwDpSZtg z!AeLM*8v6zRB*(3`Y%H_DnPl!p=XCPe!bdnZjVUpvQ_M|zV7P64w*zDu_UP8=m2;M z+-fbtgMV$5je)nycnx=oE{Dlz&+n==uUTo<;!sBGVOC||jpPV zGfkaU$fZdH)Tv(*rcEA4Z{K6=#+b5q^Y+o%IaHpT%V_C;5u`d=Ue^ZW^*(cM9kvAG z@LQ2BvPKyxZ+{TCJFRB7vo>mL1pdq;%2X7$eQwD0;}O}q*guq$=Vb~V^?ue3Twln_ z&9Uxr(S=?e5dK@zNNQ5lB_JU|sKpr7se0FemCypAPKbeH+h)K*4o_vU%oe`iK3ZV? z>w0}Wk-VB;zcfo4{}nT_veHB0)rNS#rkz_&>`4$!j7#mUSmv+az12v`BbJ#ppP!XR zPjDw%4_mt)9QV@2j!I70QBf$(tazq)d*34W{W-hF?sRN$@KpDBjdk(djiHKaQsId@ zUDy&~gom5FmXE;{qtXv%&6s6YfWXv$D6#)V%l$8~di=EP*PFYM{*+_u_bKygzpZWK zW~#KoF&+*P^Wda`$ipLuA(we*Si{Zo#0r?;FlD$yKmaF8&+?r`q<1&C73>(Wny$M{ z{huL(MX&{F0c{|eQ!)FYCd(Hkpro7nl9OJWd-um&yv%JgG@+F(r87Y`b zHzO<=`Vfn!6s(Jv@QP-!9xow8AjpSHDgExH1c?lc>iGEhfa=lLx_4HOC*vs!3nYSr zf@cKuh+;6ygWNut>80Y<9E~P1T{@&YhseJPR(aQ^W0gejf!~UUrEX@l#Nor{NMocl z4;^j(H_MT05EI$vnUF-Yw|#FbVVNdn@KxDXYA)?D5xJyzHTw*mPbk%H7B&p`4d0&a)aBcnH7{v->_x^V@#ifZMcdNaB(Td}kwUR9Wr8p~K{YWu zN>N5|$yVaK|rStbj+g%rZtv=mka{0 zkM|ulf!PR%o99|uEUTmI{Qn5{s-~Cw9lk7VE(Cb~!uUp=YkpgI74IcjMfr( zaE(ITS>UGHA65AI{d)-9%oe+o!}b3eF?TmtT#@E1O$Dw`yzst?6XcFeq0#QjF4lb@ zYrRY){ll7=n~Lqbk#}eUVbh=Nv1Z(H)>Zub>kv`}3BtC!D?GO6Q zu4;~^UIL+Rr9HMkp8u&>Syc8upHZIl-LnstWCL%ymR+L4I;LCgW%}o6QAU%kO?2jV z8}IGOk0ripP1)?&{O3bBFp8sfE40H*9;$ zriq9i2Bms49P^62j%*=#06q_$n@v!E@!q84)6U_T9hb+hv98w!50rr@0rn%#uoVOe zxT2O#RSC*Nv!@N(W^>-yioF1llMZBUz7-ZKmt0c#KpASOm-S_x?R?b+wb9?4k<+vM zSH}`Zg`x0PAa*O7V1Xt9{yN*=cs}2tqyeE@py^;-2Z)S0w<3ud1eyLU?7Cv-b3w=n z^iO5cvlJC@HtXg;xPL#>Mp;-WUI85Uu`>t5P!P+AA6yO$1f5D zy9?S-G-&0F2p^f$zOsMKqlEc^^0T;uE_VVtJ0AV#1%__MQVQIl_Z>HsuUv%vY+osE z6F6SRdQr3I*Z2otaz_d{8DU~N)4_!wo=s=L32|>i5$Q}70Ifa-;k~YWV`HO%DEvjm zQKC=<-=2Z*M<>2M_AHu2CMo>U2zi^|mLHY*WmGoUdZrSPZQomFgK*P z1$|QBCscmX^ zHKtkks_!xJLq%!k94WS~^UL=g3xIHR<0o@Lzs;B8-_oVfmL%0Sez1@{?lW)To9xA2 z8!h>yggCw-BCR=S^@*;vZc^irk)B!q#g&wnV_u`}6&@w!L~i0nW`NP=7B+gIg!9W2 zxn|E-FqEgkq-52JdQTFNRysCx#&9|-^cN$sttC4jTToa`kf}g{5z?eqkdU5AX)~UM z=s9>{9vK)i`dz&g-eZrhH!pE)wV5g&>TTy)%Wv`fSwsJRTq?>kNk`VNaMnF;&e5S% z%jgz5b}7%p`K6IHl5dI|I_Q=%IO$!cbfTgu5fL~5;u6vZU)Y~NfAlxUD{Z2mW~#ta z*#X^>zpVAL`tJ}CNx|)RNZaWaz=D@|HKDfxT!;w6Llc#iFJw6GO zE6x))%m8s1XTW_+XHbG7;&I^v7d*s|CF;!&e#l|#va(h*iQg)^vU6^F?_7GYs|l`H zA6zYV93EX4i04WACTJ)AIQ(&sgA0pH>_mZZd{fvL>X@q^Aq!QuCiS`g+&t8FLX;R_ z^MIqO^I5q|1(pCg$K17^mS(AX7p3mml#8p@1ux%7woErl+TG+wQ6;RpAv| ztoDpaHzd3A^(P%U6~3~eO!2#HcAh0T|DI<#6E#-bs9z9%O9Br*duZv11VI-<18-96 z$ZrS`=d`}gC1_i@sWb_xP50X`*WvOccDmogPivUJzYwI33OSZw-vIk5f zgW?gyvPvM;QiS1$nWk=R_pX>3WM<-CDErBQGw? z)H}t#b<5?nMu-$HA?thNcHDQRlKYcmN&td|pvrtw187P@o19`!M~84E#$GE-UAWO6 zw#+crd<5;{gUu$Ry|y-?_x8?!yF24ZY4L|D+pF8fBhSEX1N#>U_0Y8q$}mFhefg57 z?$=1(1<6mAmzbY4vRNPRQ=`s@3ey_Hz~Op9WKtMT)IoFPVIm?FvdN6BIY3 z9L@ky$3RaHKMnN1Z#Zb_#3UrNBldC#7{ZCs7@8WYyZ7N%x{p8slZ1PL2@r*lr80KAIvyz-KT&LHu|S*(n=Pk(ZaBM|goChtEyd z2ZAaW46{o|pmexZU2}7AKqxh%qobGS8lI6bE7#h+YX%N>IF-=%P}Wn5oxjy`r2f5U z%1*eM`#F-ioiF>?b3Az6-4Tt~YDzl?-dQ$}81qM@;D}o9AGa&jgv)9AuMQ#0%+OG- z+eCoKl+GyZpMR$EGMYEd{NdKJv?uRPJ~XWGb(8yw)nk=a#(zK4)Se$o|FaZW^JSdA z^ip@)H|Is*vDvC+I!kzAmZb^%0{FV8t*rF;?pw)p!UxC1s1m;i)aoIsbbb3IYb5zF zOSI#Cg;$)8>>)Q*VHGC{#1!C-2Oq%qoE$5!@u?|lh;+i4u&T^+t_{e5kl;-F@@1`O z3|s_CNn!*k7zQ(N0Z1RPgiM&Rh2iH7EK!YD%p39Z*czQG@}%Exh0R zWE^UYkjEL|Rsbj-n`lKaHXuX8q7n?8v;d3#Z#&Q;l5*q&(is0l*iykeelLpKG0Wm< z?{;#A@|H#$-7*w0D%(SJ*QD!Zq-zx~aY3}Lp00g6uCTFJE6=d@;_b`8`ra}R0&KIN z_qyA^-G!=T6N@_l^FsN=H4!fPx~UmU))=4pNVV@>e`Ti0=)SDzD~E>=U9qd{UJ}cH z31_RZ8NuM^s@bX$R7TU0eC!xV+Vx~j&-I4=SUNq5x=&)T;!xj@#ogHZh1J?}-B@S$ zUMaDLiev{a!?_F?FR%yM*k(n^e}^6ii=jdA9YME*h+Un&7#@f?qFcIcWCo}(E=v!_ zNfOc%Dpso0e(U&V;-hA9`Pq}9v>T5d{yW~pCCFM^Sk!kZRBJlxaFA;2*4s`1l9i5^ zw`?fiJb7MOrA5T)>VtQ)F;M%*AFQF`+yNZlcwC)&Knfz+Dj?eUtwo`|2IR$tkKF^2( z6z1fzDr(NDB5`qH)QEYG;2aZkeNu3o0LGgP4Co{zB(M;TQo;8?hBQo5`<-*ZXa^~! zgt$)0z~kzuMwIw?}d47zIP*4Di0jqbc) zbbWxAt5C}AQy1{0T)5S3h*E#e(JyQ-{ZS$zsWHQCrdx!1z z=KnQbm-+kIpY^1dAgORVRSrr5Za+4>sPyT_|K=@9U{Znp?s=&~*N<2EMt=_#r*AjY zUvkdfN$$&PHbg{E&o5@hBS_F^s669-kH7aYBT8pb>z&S}X#em^Ui8QiBH(Cl}55hXDpqSsleKYYK&0o9wU!FJNKE5j(C2i4=}QY zXq=SD#s&_IGFgc`z7)&~Xwe@!8LhJ{Q=*(+{DK5$1mro^%k3y|=TCR(!|FVJMS~;y7ym+Lz3t zwMy`0Lmz8<082}e%Mv9${ppKW*>gp&Qg>7RsMp`+?pvqv-|uRFf~$lwef8;F_W3(< z%hIGyI)Fv?i~2{l4NuPU*k}&X7D6b=KjYBJV5aAQI*v`}+0&<3ppgN6u|$rw49vs4 zTX&EgS?R_oC>;Qqk$d*6-Q&zfnwG4!2BJA)p*5ZXPYOakeveGtg^uLssKdCZKgv=z ziz4sIrB{H?qQ?&kE{q)Ir925Xu zrSmhG;K>=;c4LR9yg+k)*%;l`BcV@>^ZkRU$;LG+JLAJ~gFnV%N-x2J3%gPu0Zvjl z7?At>`&Zbq>gZ!IX=0yNx(r;PjxUDF+e*A#=z1H((ssp>Ba`n&(aoQ+->MJ4eRj`Y zE!Uz`;gVge7h(V0?>k|=I;r45FgfQ(>GUAe(Ovp-uT|GxXC-reHvvFs1OxxIRwCjCH{SOlx8*%Ad8h&=^=be9VLs5YQo@Cd&r>Gr)TGGYyX4Ub7 z&+uunt$65J!*0t?0Zq@n8OPbRw3rQFATMr!6WBaZ0--T5riwP-Pwo=OY%WGKbk|@! zjYy`b+VU72PpY3}Z_Liwml6LWJK7NXG$rC{_NHiOU374YY@^thy?IGEBf$SIp{z0V z%H?K{^!hF7mqw4`rwZcq{4rkOkP)Bo<$a_^6Ck2K-rOwZ+!4cN*wrk$9NVz~&w%oo@RV0XZM*KxMvbkv*`<32 zouDJWPdRD^5YJ^ppJnOyfmN!HBFijrlgb%bb@t~aouy5VX{q4?^T}zAqLJUtW?ui# z+;^{jT#p*xxjuCvnAm8QVPU)9#8CSFo?Yf?8RI9@@n)7BJN?o9?^MaBkeUK3#@4>O zILLSRfHjgII6!G}B!7Qn&*OWI^XJHCw?&Jva!$@a-2kOYZgc{CHV2jGQNtLvw~xxw ztbe!?HpYtQ{T|c^%q`oa-O74NRODHYyKHp;FZex^SB_ajV7&p4*5CRnDcTtO9v`Ol zaW9gmM%S}*Y!-(2yc>1O{gh0adlGGepF2A_&D3W~NXlHXI-*^h^qzY@wq>S;FB5%x z{gK{Lu()%C2q&k?extZqQ$lJ_J1<^HjcwA_Bd(QGEZB;F5({Lx&AWI;1_!sklO>En z7Rf9z-kTzT3W58C)Sa(OQWC4J%jN3)%7029&Kln@;|wVUJ?=Ak72?18V*N>TN?r&4N9?dv{Nc~L z(IsBpre%d!BR8!5>@kRIf_ll)SdUK~32l>u`4LY(@nGfH193>k(;;A7DZn&MXgooGHFyd)3)-MC9t(mFdgR$P4lVNfbcd z)#$@0#~j$AW_!Ac%>yOqEx8k}MTW13!v~kQ`0vz?w9J?NjOyWB@90d4`9#5=PKtfr zxufW8)}FfPGwS3wiCRM(yb~ORxWm3UhOKeVJW<#etS!2+0j=Cse{6;s-j&aomk;T! zCI(&d({SI7Ouxx!R^b~a^76WY`y565WIg-Fs0RX zk~}0wQA8gW?xgVe$v#=K;)7?xw8Ik$$;scFXMRjuyY<(<7dHDcN83Xj2GNo&&cxZY ziv?>vz0PFZs3*!^Nk5coGks<7JcxEshUwLdgsnSIjqch_2;R&t@woMK zm|~wz-wwO0$R!o?Y-{}}E|`pINe{S*?+)8{NCW#*xq{{M&Xz@q@G zSA56H9SrF+Z#FM6>`i<`Dt~;cHnWh~Fs22}wVUjAJTTU2!Z|W(Xz+)MHRg!lalz6w*4Gr>m-3s=KU=#_$!Y zO}^iE4DP5I;5`XG**3mxkgCTfT8QTPZ-6~ao>~P5_ z9zav*plxE>PW^3rtE#o6D9b>Vu`Gr5grwE54gQlu2(yop(&Il(ZGX@B z!STIbN@Km(VV~w&TNKIAqotl9H_wgC+E>fbHy#&CrE}HN8DjTO<|%X5;eFM;9Oic6 zrs_1fuv1FQAE3i^xM%g1g`Mrfza3)vOJD?Ds%e?fdD>}jH#>Vl#>e*gs=D&^$Eo=u zOA{)Vx~{pit=&opcL?wNQ-zN!q>JI5kNlIxJ5~3$PL^ELhpyI7N)(bg^3{mDZjQGBheryEvtSQI7_Ad~ zkn00g03Ukw0Llc><#}+f+Pc9-L?1ZTV8VhcUN<-!d+%jl!C)55V2H#C#>ccq{-zT8 zn*lVdZ_~M~c@w|yuqMw$%ws3__0MBoNW9F;I>=()zEF(r{CQpC@xY9E*j@$-)&mny z%}vVssol+m#k2QkIy4PEpCrv%W|;_YLhnp}ZYXDb=ZXtmPx-ZFEV`v=X-bQHlEH$y zwT2m=JE0wM><^$lx>U0ZY(4;kS|YrHz%0~Fd<13?!l`g}-)QDO3isJwiU^dBZF{5Q zVZgRQ(hx*J)81fII6}YfzKeRQDROYrzjg1~@m4zpGmA^bFJ@T z4sa8g^8VP^uViZiOqF9>HPNX2+yUn8nX^~)(Z0b;DHBgS3zUUVf|YHIF81e)zz1nN zwq;prEsjRZ&p!73^Y!+b%=@N)pcC`QhWOusC z{PXVq&UN6Y8bB5m0o7^y`LxDv!VC#1m_qEz;D11FXLT1FcF?Y{06ZJ?X(Yl5ge@e( z3eS0=^NI>YSUsV*;>IvZ;(fVK+cUw`w3yf3rhNF2&};eht6cRy#bo$m`yYk|)+bnS z#)C;tkthcec{RH12}ERqnuHS*J^}^%*qyol8+kd+k~WqoN;PL|Y;qd=BrukQ475B$ zY`_Of7SzVCHfKVWlN#ERVT;r2m7anAP-8%>BMmzMZH!Nb#f&ZDE?W{LF^RqKvSuG8vwk^;Ni z8cEc1!*MlvoM|{ zHuLGGP)*L;YL4_7MK9zs>-A?2UgB<_=3oF5%iZ_LUHIx$#y5BkU6UqY;yqMnN|qLd zQpQ5@?7L@~>D@Ek8eHAw(u_4auZdCRmd;pOr>-6!*7_u$u}i@r7Oe;{DiAI0UD$() zp#{(n=|w~+Ujt$&)os!v7`o3KfkY0JJEV{3|G_Z?I0DQfA)-2MHuSof@1`N!>p+Pw zx6rK?^+^Kj!qHCpo?$$rUJb%fO}B>c#zzTu8d^h+wMTV5OY zW8$2*6%+?=f1&4rC1iquxM?$1hSYaMIXZ?oIP@W1235OdH4Nb7{_{unaHE){>i`^p z@Mnba5AgQe193%%>m8l5L!0UiyQ)=z;j6Xq^tPR%#nEso&#k1&`vGpz?8E@4usI5t z+p}lrCjJpX!|#LBE0)^$CujXAu8Wz@srgbd-@!O${T4(zA|fJO_wrPkO^^}L-X@ft z_dq-qs22d8=k&Wg*FD&gOFUzDb?es)z$=@6=9D4w$-Tax;G{#Y*ozgf{!(YTLlX~w zwZ0)|_IS>TOQU>;_ZbVd!NO|dah(i<%h|7(jB#{rSVJ4c*F7f5*20FJj`h8w*~BUn zM>~_L(Y2Qo*jvW^I5>@;QqWAg&)wRr`wy5I)3E^ERETd4D4W-Yt?n{?Y`@K60st2z z-*9o6C3X=iL*;>*tvZ@*1t*6mc&N&jm;%~WO+R09leSJTkHs6=SMb7ws*g`cJz9Kv zNh6Y=j5y`AkUqc#1%1BE31pRr-I{&?OfEa#>K(%+1Ydz_DX@ zE7?UZ^-|_G!Dh#pV66LCUvR)V6faM&dtv!d01QW{W~VCbE`F$ zrJB&G(>may-^fh?S_xEwO8G>?(*)8v+g$d+U9V)x@K^q|YSG$#y5G2YM`O8o`1p>P z8MGoQuMCX=hl+<3cAp(>nH{VSK*psII5^M%2|xn#s@RB>UY+gu(xa!a$CTDKSrUd;=iEx+untIr?0*cdL%7|LI{ z8QUi9tIN_FU0Sdi{FW`>Ye7$|a^~f%%{MMCF0e5X=8EC@CHHi9GYAQ3{S$5WjRqAF z;xw+O+Am@*s!+D)eo@CTjcWZ#Oia9n&Px46Z}Bo5u3r2oV8~AKJ+)BJ)ogAE!oCJw zwK!k{M$|Dt^2R~>MV{eBFwRE^@YNKd!UGHlnabHP=xDNWMi}#8B?Sk?{I#td7NGY5 z*40MnqZ>L%W{7JApg^4#MqpuqELJFRpF&eqY7Mf23i}W3o!wN%jFj9@^+#w64khVu zeT1WxpZZUf^!i~2{Eim8{PXiwvAx4erI)&2vCSB7OB7{zetv#`O94P1z-BjS@=%Tg z88-IxL@zHdipUTlG05z6=TFx z4%oH}sY2v;fEeX0zxs$EJHB%JY*unS>enc@WIR44B^MKms~Z^$vDV>G73Y zk$TvBHDQHU+U+h>66-Y!da7nJc=XBvI1QEt8$?zbK5B#=y2*i6XTN`;3yeprF@Jn< zMHS`scf<$^WfduJ^s*cMxnjP7Qfh`hW0X-A+K6Qdv4f(+oj?NcVJJD{@ zMYF|oo^10F-0QMAZgIKU%FW+0S6Q`sB9*P<0v z-I;Le5n*|dS=WnCV>TCI9cK7o5wEHTn<-g8hl!3kFQO=ca8;@P>I7rk zQRmiHU0mDQmPxuw8z~oW2uwK+Q%R|-eg1tP;8cAkFrbEybBcfNt-x&&!EF^`&W)as z82KU23c1s6JJXqD-u*e4a#2HclgVu&xwEl@Atuf(fINR>VCHUMeLGaWAO$0EW}|$R z_Px*C-pPqTjYe0NDYkZ6R+zz+mZ@+kVlVej3wo98hd)AB-GYnN*ko>cOP6x6oVoi` zh*KNi$YMNJ}r>w;*qF8qhWPu_#T~!_M^VW>Q@&!qF}dbH6?f_JH4nSv-gjy zKO|y*etQN-_k6FgY>2(~L3~34x~nw{8u*`YS3DOU;?cr^#>+Uim>d3d9uc20QUW=~ z3JTj&Dx}kwz4J%FR;ZHwzI6l-1*NF}sicHz^%t+7`Tt#_WUIx&cUz^i4q)OF$a+`V zJo!Hnhwm0a1>dd&N-h8iINac!;p_;HW>IcJJ7vs%C0<%IL z*I##oxwxtyUnR+3*>?n!CQLm4E+27KmuHj>9tESJ0|Rb>yAuhF$)iHlB`X zd9sY2W*{ou98bIEi?_Y$*Mjg<+n#D)s^O5^PRPo6VAHw9pLAJaKZ@L@;me9@=#L~M z=2cN0exqpC0OHLf4RaeFgI@BTgT3D!azW+gca@ZgbSIgw-seo%r1@ z3vHU6WiT}KMptEo-1E%R(3!EQPrd%55Kp*}yUahX;W%wLxs88oLGw4-Q<8g4KJiCs zcK`b>&V#_{&z2zT+;ZKI&9W46o8FC7EFBN2*;&Q`yYRIhe0Nd*W&LiV#>(>q)HC+J z6-)!VN9V`4b|0e6Z((E9Bw(5Fa*|y9F*Dd4Kk12=Prfszw zpTcqt)<8oF9|x?ly+vNlqV=b$*Yo#ixU<*16tnt6KTR7vnuQ1i^kcptH}o>q4q-9X za|q!rgpvXqwq+54l0w4aV$O~X{FpyP$4y>NU2k(nT(5ZlKc>DiEX%A57Z4Gok?scR z25FE~TDnU>0qK$yL8L*XOG>0cx8;a}Jlj*5*`&UjgN%te7nd`GK5LpXX6BwdsVYL|vS2HQcaOpJ$^_4hQPc`y za+f=pgQH%vBbQsygWdoq>ZRoP^V;OY7H*-zBUSR;A&?Oq`sDq5Lix2XbzH7jIXxvZ z06`pDTUn6@VN=kU$VQR$R#e6Vf_E}2&t zbOX~P$6i`+^}~`QIKmdn?sX#k?CKMHA+R!&AaH*vVDQbxV#VKo6@U59h4YX^ zjAS9-+f_f2IoSc_oe>;%ssE4yblSat~Nev^9&OcV*lg zYdLqt5K8xN)hk)yxM~lVIyyNR-=C~XtGf{k0dkei?tJUjXCX2yGz6FIpk;~HP-O_q zwv=HI@2hlucF9kNdWWX&Q}^>0wZi87RsSj=60|#axeM!*jKM`HW1;F^C+*f_Q&`Ol zYFmM{9sUs$bcBf;P+v%eT?kUOaC6O?!|dn(F$Dyha5Nd{s1y^590ZCra_>mY`(M#= za<)cNJb&>*0j9)B({1c%ua(^2^4s>#Gi32bu>G z>$CZWmAYY6)ag~j#DBISQc+f?ZOG;jsG`;g)tQffaURDK!hGxHMzg~8zp~Z3}14ONk^%G zu1d9WeVB-_TthrTh=U@V>U~Bf99>h9y*yp-PnP(SJTVeEQRmwzG1I$tnx&$U6YoDc zs)WRzf#d=VS63)q0bkEJz3b%3`G75;6-`%)Du9 z9u>yCa*<{|el;_t+}`z-EG$AInxsBM^sW%Q){Tbsbxx)!|K&7kxuF-+^FTpt7IKmE zU8_t}5;8Jn(EEn9g00Kt$sB`<`qf)2Mf<%2uRnnR;jyrnGXNgY#ewr`^5@SkU#BrR zS_3X|*y)27IUX6bzb)C>R(B;wzMeD_jH`33Y*nKU{}D;6m5Ig_l}sZ_ zFja^0VWDS|gp%T}Egz}e;+a~wSRQL$$Qb{8uf}4ioF#*ER_GM>y!-qF4E^Boa<31_ z26p8|N@R;!VY?(Lfy658{w@y^R77*8tLbYGHzJS!v4)o16>Ei1A539kVVJngP}@5Q zIR8*x_`LNeniPxJW{9e%?e$6JUU7qGg$KGE1f`|zMs3Y%zDZ9H4o}$ndKAHKMTURk zwn&<|v1-j?J1Fqv=E-7u^*U}2Bn`a_JmszRO?r*spOT;o{|?VK3V3 z)Z%RFp`xc1a2p1{3$ZcBJnY(8Jh`1tbnuMRoxHaFsXDRmk_b zr8+MYg)8?SNOUGdXtJuZmOWxlH$lH>%5bs?=(zeuv;VjK_=!$Y9%w^gB0oIhl^v;D zLPh8j|C+Azxw=U*WFa&^U5LA|CjLlFGP+Zy;^&XWpVe62>#w7$y9gr!3*;af|Ko;&drQhfl$d#=o>Xi3f6DLCkr z@~rGL4ce*7x*-#|Q-Y-G*RB;st{Z|M2)Q6UkB6lpw2%j;5!{nUDqu47 zfj?(WnwmHG_njmjtD~jay=Ni`<(zaprD%BQl}$X2kEG8kmRcmQZ(X~rA|G$tt&a{U zt5Bw6*!Iffyde*lsIu8P2d7Dj1E&o=yQ(yzhC6l*Tg~ibK3DHek8}(S?l)mhn0MJKye8NpKAkzinihJ>A6gMe^P+Fqm!h=E(MUi1oi5aO(9+Ss1+X zKPlgN%zLEEdN=qBOr#*x67LGBys?o?dh`}6P|=6&2*+gqMhWIMclHO*74mEt%h1R9 zP1JDB05NtE;iZZKE-tU>n1{#4h=A%nszu4;y+|y0H>X>#IX0df$&=ko zVG&P|RH^5P<%z|ov_8mIXKo$*X8Vt4>?M8t^d42-pJ|g5JdvgY4$nE>8qLbUSZHz1 z31j^{|9DlA_VWf`DFZpLUb&mYRt=dp_N|nYQ4_!DccJM}{n-JArj{2+UT5NGlL7rU zub%OvoVkoRhJ<($irHdz{jzk*dg(`jq%JOz7)G7i4_4fSB=&oU+AagNRJ{|^&q;h3 z7X6S#(sV*~XIecPgk`Jp^HCu>2lG5hClj`+ zx6#oBa2@F_xxA5fcb3dSKOTARV@-+dCDr%d>87ieorTv;`4(?pq_fKiL+v+G3pWO) zg`hvFoh|W~k|+6oT~gUI-yqLMQ>YD0Rn%e?1wfZDfxj6ws22X%&HmK;*cE4?5!0=R zg|>seDgH3F$7QZZQNzb<@|nN9d^c0OCOQTN!na#b&#S{R!{pS2Bg5tATGXvp814b1 zUX1gE4jm=PtWp#yZ*YHqKlK=`+ec~lpZ8$H)9Zau%1}Cs z!a!~H!=4CC{gSaTjwkjJUGGGfQHU&F*XtMCZNGUg^O3{_*TB&kai1S2mwWz_q9!*^ z!PscGV1fy}^F!a6R$y;ofKufB_Z^anR|*vqdAcP4boeh&t}OkSx1PDw(RVejGI;8Z z`aEUNk5qWaOrgK!{ekc#_QRcz$9&>&Bl@RZ_!^zIN+GmIwK~Qnfq{%?>zrVO30XMc zX)GpgJ2J{pV<*k_keXo5QA{^4@p4EVg~!!pwJI_USI2o%b-_|-rs25Bdp=;7O@Sqv zo}a%u6HiP`d7zFHMO~_jN+#%nhO`&%E+CD`lnDO2D)vKqVf23VS>U-YL>FoPP)@fo zlREaim+UPByBc&F-@ik`$onr}zEIarWP^DZc(g$+n|sXeiN*NVtVtO!glkS!y;LeD zXZ{`@X}yDIvLkTn;C10XyCuu}AN$ubQVv)@9S^a__3K|TPE@G;{k*VA8m|@AoJ@>C;Kxy}!dpaE zRrV@kVP`oze7Dklk)`FZOQ_C?9fB}+b3s#x5KR^KqKI0(9wxK>M=^D}7wgCO58E|~ zy5rq;aCd&!*b~LCtR0gkwMskp)X8d@wzYtpv6H0`I zD+ta-z?T)|6Bu1R3fN|W!{5Ql4+YVz?+xj3iHeaa7Eq&!g7%XtXb>T`f2m*&;#Q1{G?ug2SI z*xOJahDS$x9BTkx8bu-eUr-7GK`=O%gxRAdz*$tM0Tx((h3Plo9D`8AgNAqJsX*c< z6V2$iaa}Q5|OEC@%ONXe@l(T zu5)uJ%nu!5g~{b+UZ-4SYQBSLk>T0dD9AoIGy91P{%-J?ff-CN_J|OCBEi=JY`nMM zwN9pOkINS&-}ub*o$-(aoz5)9e;3QzlscP)D6_P;Z}*lv)yrjyYKCH=u0qV8LHY@r z-#5T>&CQLEm9n!w=%I(Spo*JS*YZsKfwWNjA_=X?Uq;{RUmcT9%n&nqq{jXDaP#fm zTCVwqd$aR^i18~^r=IQtTdrK39PiUT3q+VEH2gD^yI8_cDu>uDjqpKM1JPz+dq>}- zqz%@GeDBg#iTfLmf8xa|&jq3Zy$&H6kVrWBpFunrzvjZt1E87sk6hUt=^PCJxxjy$ z>}Ok3CsYm);ix(9=7oqJ&&-6j)U~OZX3``B)P;Th{eWe+&V`7RLQum_NbVAa=(;7*rI}32 zfiCEsRc!f*k4n*qeupD9yj~ad8HO0oyMgCs5{l?nG3uAe! zPrtt<*-eNHUm%QgbaWIuQSLCuor-I4&vq!@(Wj~A|Uoqp>+d18j+V2jyiw! z8?wS?oU))W0n<2(i{ov=j9&*k>4F&#^5n~s4u%US;>_dsuUf`ZjJ9%zMypC}}tMkqPyu$KiPa=L9hTjY^fsj--@znJ71bS3l$alaC?;?6Tmn2H*#P z>vG%maM*i!d1>O#36iVMSVZf)6U8?CS>J^cDxSSR|LRZLiy6|ilWtptM69c)2V9Lr zIph!q=>Ya%Mk_42$J+^|!_A~Nu(7td7z_>-u%%xscz5^o{JYu8^zu$0n+kJMu3M2< zlvpI&?P74*+G?HT)L_lKJ&jVJVQ4tbC$^@TQ}F)t-S?^nj?d^Y=t3Clsx!P}y8t<6 zh>7rMTI$>NUteJu?H&Omz3}V}#3Dj-d?qHHILF=1EDG zJfv@9+PsOR8Gvw{S|}C6euZJwn5pp^+28iwLwR|3>f)RdeHpVb_A3+W5A_{-yHQRw zal@~L^3wA>Sx)7C{#xC7yOeu7-tNS;hHNB;U5@`~Yof7gyQ(>UdT__)TVEeKT(ENTnNl3< zT6EwV4PRu@7EVrq%FF04y}f^qjXl*(2a~x_Op;%dliugG22#wQ89!rYr;J_K;{?V1 zc<8(*Dfa8nSbOx5V9VJ!Q>m%j@!}L%rs(PpCYxdHb@+0w9pO>`>6mdc`PLVh*5~cT zA=u$mKtqrka-6r_7gx!_6cqI3V8}7=22y%NlGDqlMCWM7sw;hjxRU(8W3CYnqlYuWUk7kzcu2^99AJbSNZX}| zb#%N~$}#=>^}W3Pn>Pa5$?n5(V@ggkx0;Ggm;L#$7_1h!?+=nbrhm|kYf1B|(>9d* z2X(`{;+QJ7m}*Wu3l67mu+O(FEXI`}ASB!G-?yk9Kx*>p>c-`$RdHYk85(h$VvoFs zfL|@hC)Oulyw0xsv|N2T69zA37DG#M_XY`)I@?!oDmJCXppL;KcO zY_QF>dN8LpXf2b$|)?-E#uqt zwf;{_SEIxQ7Sk-eysKPF0!I3>j9KiQi(f{}a(BFB*v6{=ePibmRR9B;h6i>wa`7Sv z*X~>}ix9MD7M2-8gq~%Ei7Q-5NlBG#Y(9>KWPF{(ScM22gzpXL;lLTk zpjBGHk}v|$dBD;kaMbqSo9_gv*g~)VOrpNI*FqkQEF&0PUP~;m$u!qEaG1!h;W?eV z`=g(Q#3hBru{+7@c$2 zF^NTfZ#mfh+FL97%YcJx|EXxJK&Ux7>#I!-wuF+eLM0X2)F&#m0sYf>)XMJAsx3xj zl2{qaV0Ulm2X;QLH1sIarT$cO_>lX{A)9+iw&R_}-|=9V`E2FM*7S4=a6@|CVO}@y z+_Nb7x8Kpr)3axIIDTj6MYSnE*oE$aQ$kLTg}AuM#`4`D8K3JU`C!_gdgFJ3)W1&= zz4v{o@N*qYM0EOHocH+~WmOOE_Vex+$Ge-S*|>F=e`3=OHdp%N@5ES;@|thj{OD;f zv;Fh8YIj@XV)EJNuOFZ@m$NjQp+&mBwrcDV<1#|sVqj@bj5(&eyyVV!4eosic7~do z8iXYW_yuIAlnm|R$^k^pVRdirT`b|`Y zTCv#^U`wj|VfVSr$h2&rGNwe~`C19p(|o;{+@afJZ*OU}V&lA|phOb5RF}q)xyH*A zc)~U2_FcF0lXmZ0+7H$7ACiCIEerj&4jb*JrtngvY|V5&^6cuKL8h=Z$_HZ{Rr*BQ zM5Vz~s!{DR+Jx^#1B14e_M{#|c;{_&8ZoqFx(qt&aYaXcH7Io8rl5KtlDmv9-b-iFj73} zXyCj9L=_ZiHtbn{e*cDeL&Y486hZD`(j$wV=x&%%{W~}S$44+ZpgSV3c3OM(kcU)l z#+f%)(~ifkr!6riz*h0cVPmHrF%FyaWC*rz`8belaOp7;+$m(d zJPelo6yVym?VG6G<-VH$N&oxL zPTFTC(0h8P)|_3b6m~w!?=W;S_1|7tM!I~$;EawdL!a$eFadi8Mj!?u;_%zi( zwmjtYpuK8phPBZB?4gyC>~?>o2w8&aQx6Sryhc~fn>Z7BHNDq&^u8T|Z`iAUn zPs)p{<#N>u^NNbX)6&Q(si=UNyX2Giu%DB#xv2>#7rl9`$tUR#|MiG|1B~h z;T|HT$T8MJ4LJ93qHq{D5>OZ!851k~`FwnMfsQ8eH4f!_;@~iotw+*=#T*?Kv2YY!3_i-4+tyaU54MzlZh$W91VR&nqgp9U-~cj&q)2m60@|euo+o!$`~bu z8XgGTnboz)eOq)9T|U9Qv!ljzAI3FW&^SmW-I;+V3^u0l8gQ@?4C!@`c67Y**c=Dl z=fMBQv$PPav-L-C^(z#pPo6x~(IJ8j56&>z$7ES5H1ckmdU}e^&U?2>2nmX?!Z%U! z%P}hrNW&lU8L!==TRTE0CklRvDkBjAwSk45b?K*2x%2jP)O-TQd)H7ih+Ck773c z3FBA&Y+Wy7^5eo%bf**}v zbY9`+yDX?DJ<-qzf>?8(VXf!$C3H(ie232^lxY7p^Kt}=-xgb~@_GF8*>HyVn~$fg zpL<-1>t?hDUb^#1C>cHQ)_4WU5)gF&5N2!`^VcfJM@Lqg%P91D;-AVl zR?CEOsvH_6V1Gi6EtvhrBqvY2S92O7jPUg=y3e+i|EV%T{aU9-;^gCAwOOfn$#$={ zoxMHqO72ky)G1{_!mHd(l;h+Co-YTRrT*)>8# z-0+ZV4}>&GS^`s0;mzaH0`KU8uVI7o`ue1Ia45~~?9grR3FBsCk=VP@B|Zv|i9wus z;9)E(DhdRhy0xNQ2(_)O!~^>P&}|GE-JK;5SzKFVg^t%@wqZDb>5(-bBaYf{p0h=9 zsE2-y%7DiBn7I7k10Eh}bMp@d4z)EkJn+wcek}%D1Gj;)%C~g4u!r9KFNf*UpFbTx zf8v3QMd{TvI8?E6bJzFTvT||7fPDivF2?v9vuSy8W8IR7qCO|=JrGMEfWC&e~V8=j5CNgi?4cGzbpg+e%*W&LV)iO#Ig$*+Us z8VN-3H006%CdctE7#akNW7!Ard}e0skLf)T^_iU92l6qk(=W-Shvg04?30I=tqIfs zdG&2caL9l8*NaZi+|kqXCO@AMii-iuA@HDqV*v}TvwK%Ol2l$k@aC+fD-}^30Fw`V zM|qmJiwOBey`~5oM@vhHLfBXkAhD0u$ ziHnGdF~lp8Qf53-*y^vWukVGAI5?72=?NPd=!-2 z%~VKZIXAgw+!CAD9W%k<*J_05&ZjJj-~&Y+k;VOSW9j*G$)bYa+@XHw+e0EAkIA;x z-L-BO(69_|wG~M^_&f0@U)kO-m;)iO(^{D}l zm-%VP0ulw^w6;o=m09U%w6^rBF~O@02~gH!#X6UV zuYMr)4eWIGvV372Ym1h3xrnKsXx zp-q+2m=jc9wzh>+!eWV!n8>4hN(Gm(M2=-fj>xYV(h-tq0o@ z|9~FO-4GXKM;vG`V4_Lf_)`r;SBsmQ_V~ljT=42Z{mEm`x}%Mnix1;x6%{Ptc0UBW z`K&DH1aLrA$#3XjioV2UV`@r$2bbE~-Tgh}qT|ufNUdiYKgQ@r+#~7fy^kl2(vFWk z!7Gl_G^B4<-X2K8U7=se5FvH&SIEi9KT7m;iMzR3s*v!o)Ya7iPSC%0l!gJuZ#8vw zzvkwm9WU>0C6%JR&dR~P4k>TkD7~n7`JCx-U~1H;?jx@N;WKq2=jB4h2kr|NcW<=2 zzF6FTLwCz_$CKk+7gcY!^&PvHiOgP|`QbJ;*44>Vv}FJ0(kUe!uiiwIsd>#;*telAAUM!4*J5Q&T1|Q0ist_2O$|q}LsQSRlcz27XX+TU!p0-!TaR zBcM^s9>;jk6k-WE)G(FOb%{W?!cG~WDt70B^9YisY>e!}o4?swIXMk2c1PNZpHMth z8wk(NrZF)w;m@-D_z1FdK&EO_k7-3w3RBo6i(|Ek`A7!~#;c`N(O}hHrG!*GFl~nIitx+HmsCpv9TDIK{aN%@;dm3TULh-pGGVo7 zzNS?&z?<*w(Q6Yf;04^AjEYLoD4i+30$+Yn+!Evpgv7*Y+h1)t5%#;jE%(a=@qn@e zs{(tf`nl~#6c_rKm>BpOklO1>%xxMaoAVoZ>AdZ_z7D7+E`tx($lHyU!}Qk;;5m2`*47(O*JJM+RGK5ZHqLH^xLJEzqelzc|n zzp9!uwUTcEIu*=JU`wYZPJE&4c8Fs71rZ}I&MAJoU#9Y_tM9@5teW^j1hE$(lRBka z*T{$hUM-lGrFPF7BVIti^Yuc0^3H()>;kQ4;nw2IqZyHUAmRaCEr=qBzbPju zF~a`>9p@{se1_~~k-$~_(J3>&e`9ynW;V&LC(Ov|YCDAls8h{&w4kT1E^Mp9H(EjZ zan(A!<9Ay}k>R}DCZ*Da#bsZ*&4K^8XeO@7MC3-L;MXwkCvfVixkc_EYZ+hYAd~48 z^k>Mld%MlHSDos>wO7u=A%o;RlPv-_mZ+A@fjqb5LwZSj!#kpq;I}dR`JZ!>1O1J^ zWPRciJ} zdIiaTzggX9alxSYczhTND66Up`u@OVfL|GmRntuNU~@p0t;P7}8?Bt&f3{PT$IW!r z!&O_t!wn&7t$nF5vU~s|%h<}QDu8rcS{gbXme$w9bxUfM7Bcxk(et zbqSyM!Iz#w6@jtoPA2`wKejM1aX;&)fRSWDV`C~*94T{kjSp276>D4S&#)<9&c-QW zGhR=*q1_F-;0JnX!m?s`N+DQM|^r978QJ=c_TSfRo=wL#!g}4W<-M19n9NG z=`V?TP%mIxi}?IwWE*RAWBB;G5q0qlfNcQeDJdzPJw2(-^hHHPAh?f{{--Vbp?2P| zhOu!!+<}~Rn|{nNr8_)1Nte)GH%7ci>+8?zCIEi`Gg89p$uxV24dD?HQ8F=^s{yMH zMgTlhBo5scZSo#e!5b?g;;m3Ir2=Dp1k(wsvV8&kq6BuF^tR9$Zqx3g-oTFiVjA=M zMZPyz^kl|(Ap(rVGm|TmoHHSvbwp}r^=XeK`}9Ohe5JJ zo&-}~#Uw?q`D65AR-%jeZeG{9lv2lrXpaH$^i4FcNSSivKjc=HoGwE>aWa zxYj*yM|-9>a?j^wYZk26|1E56A%7;OGYmIr|_QueV){wuNj!->I917lMoz`*qdC-Iy$$u(p^g<~54B7))r?v)|wzjvyr5X|E z$xq%(aL@?GLlYAd^xeG>pA0>&mAm`sR^6Y?$|o{-gH38c5O=tgt$aME78*z}wm-Ai zysO@@a1_`udyY2<)lBEPeO08g%!cSyf<~?39qEgkm%oH*?2x~_*k{`!xYqMITC%-A zRFT)#k}Q@nE5mM1Vf*l_dJk&K>-t;lS)`G5tUmjUd<9AN6*QO+11|=0pIvxL0*)RS z@PeHHBcEn1zgWv7NdtB7$nCFFg-M4m%?o;=L5wop-zy{sN^gA=Z+sW`d?IK1(Sm6; z%*@oiy&I++$k%svs23(P9nsJfe4Y*1H|WNiKP&Wgl{11Dkv%0EPbL1IaiR<1(LV1 z61}1Cf8$!O^ckgVt+$#C+MAKLD?K^pep8 ^IAJIL^5qI`EtLM&wk4r5LDa+_oE~ zeSAc~cUY`}GJgAm-sXdSeIYMDDYBrO%jS&hfRV_md~2z;lh?cyPS>quMik9%ce~5W zxf~ptPZvwl&)iR<8M%+F?36mQv%Xs@Zc3uX1w8x9RxAFWP3+dGwj{wZ z+`Z#8VHbPy9}6eyj<(;bg$MdxfKjdeM0t0QLVrv(D&i3XQ2~s-?dwM58jWMZ!oqZF zJ~(@M^-fLs^aS_6pPZVCPe~EUt9+tKt493&hdTH9J@<1DRaki5D^Aa zru)FFhl4#$o)$$!G&+-!4Q-6W*RGV{**+$d^^H*2PVkEj+-H;Z_Uw+>$V&NWx^rcn z>}RtSIy><@9Bsa(wO!%8pU>tUt>}WCS~W%3CzfwxQhIMq*dw2AR!?ylyc6Ieyn}{@ zV3R>cE!YL`_rf7meywn*?~*QD!6+~qJs4vVa6M9?pS0&C>3zc}n)%0%xlrEUUjiyi z;`<`wV`I0YYW-8Ofu?-5`uW@SaiEKqC`019!LbBYKzj=cw^KIRO6lg&OEAc1jF7`b zi~-)>{~Gf#7+x)?5_R$ak`WSy7?ufLsGWA}f40VeOAQqDs^`49(ixH?L_Sy|=D z3!TDf0nS=}-~9|kxr7L%gU%C<9~%=|6x2J-f7a}NtbM|9tYKHijlyVtQjzp|^WV?| zzZ-l3lb54foF(#FfwoGbXa&s^ALady~rVE`Ayp89>lUZB_T z@RZLY4j#@Cbb+y`H-EX30&`5iNTC$ z4zNUn>BJG>ggym)h>(!bcyE#WuG|Q(L5_%kfE>)I!o$O>iIezE6ciPo+1pnu>9n|6 zl+&XteE$5o%dbn>k}#bAK{PZyaE7G$OC~=m09ekbRMrC+8DKR|j9=vZ5@!)EG^Iz6 z=poB$e0NcW(LnLRwZ@ zkEz(Cf^Kby*dj;o4PIqH>04E;bR0ds2Zd^$)dwTrt9R`0zG!B^=XO#gryvqP=;a1b z$O6K=MMOlRR#}C%otSrV&oWL`ae4zhG8Rc5t@Urq-L#7X>|qq}uUg=HaX{CP3e%oN zrunESJD-Ci*(8?s4&m~1mW#I1%y&O^inJlK)L@IS3hpqF<|G^^ZEuk-#ybTnoZ%kh zi!Y<1%W*iZ7Pn3;)p{_PH)R~butDg>tQ|^){KrT*dhdhQ*>kP{zH+OTT1tduBMF39(HaE;jO8*H0CI(vX367N?+;3>n zZH5%V6M-9=(MX-p8$))WkK|TV#KK~bMOziAwgdhH46LCC!h=GtjTs1cR$X12ocm)&0)jyup4VI-;Jx|oBUUUjQh9I5?n!Uv_=a9Qg0SMY~%NJbhOGviA{Q?0pvxC9}}mFbU+#a^aE~vZ4EmT>}D|02JVzlq=XFKWTP7k!a)=O6b~pV zCYwCin?1MFhDBf|0F(U`3G&XVsnpw;#8LH_Ji-u_hWNvk!@<7L;*|5VGYCI}+R+fQ z+EQyKRloI&M6_z`*fb$qO_IYrUGF3#?P#WR09fuXA-5 z>}E9!qyi>G>?4S7;ZM3@ zP59xVR-eF&Y`-4h#rNd7IpLGv8{RFPu^RGg>yMa&6YJ^d9e% zs*e*Cr+YL^m#jP3v-6)ARhF>OQG07##*Fagu66<#|5cO(rL);e@blk;;AAL_pn&e{ zM_dgE7b|#5aoO2U#J*ZZgfRLkc_#H|ZB0pEKc(AEWiS-XN*_ERgA(|~iyd$32)G=Q zfxy;bPAerv1E!9^_SebM*3s6+gS#4x7Ya;}KR~(^_#;^Jr5bF366x3MY(Ma!1}vQ< zoxz!DNS|?fa`N}e%G3CfF5rwnIn-||a;GQD3jzV4DHwTSAV9=C^7rf5SR%j_c_ZsE zk?1R}-8db%w|VyM#`R)j6Acfw;rLwtn5u<{W}&*1=t4Z$x#em?DPwNfOW=dwwuL)Y zVc1=kD*^loXFUZm#j|HylOEeeEU{^&FF*0#&2MeZq!JVQH#gH8v2%F=pY?=7l4izv zuWcT4s=k2niY@+WyW#hwdLg$TMd_zDJ;M5DVMH9WO?ausJ?5RXEM^b7SM~fm6vJ

b6OTk4(`0TY#$ds&I}!bNh3DMw!Dvi;zw4e&6`X3lz>A)0^KaH+Brh3z zjzcLTZD^RLbC@J{5412qUIE`REG#T2ngmu+VQ;NOa<~142@@CEIY zO%bgK6^#E7ba?PYsf!4RhR41&;HtL`Fsz3AK#jl(Iw1q1vnDHnr$B4}BJ=wBMie9MauZWb; z3w&jccbe=TvUK$tj3|FJY{ztwolT96$-}`6Qz(ctFt@jV9AGL&G0_$YCu*&#lmb`6 zzkvR*HJz8`%I#^>9pqqE1P8z9>d_$T>aoSr6tX+7lldRK78PxV5_41eXN zuP>;^Dj&T<2g0lZY+@aBxgdZe!4GgsR@K5m*Z@l~lN_ovcq;w+`WKK3J24TakjEQu zn_y+xZuGbcQo4b+V#~SZUW|g@lj{M;1;XYZQi#D}heuTO<#4ZRA~3IYOYe$SNQ>V~ z4Z|(>x|c@Z%C4+szh8VQsCotec6jDqFMLdr>CRU=i(2BVVTLJ3i?-SQlbK z)zhOl?)G?H)#1jDf_EXhr=u5n`$JNb`leDldqOO6VAS6-@*M+wh2eOy$;Q>0+3Qw0 zVsFu(BNAT&rJns3j@2cgIJ+x#J!~p@y+(+Qeapru40sdw@bGxs&orw14Vg8MY|V@4E`eB+T}j6Fv$fl|bBkQZ!8Hb0p$I0T!qVG*N}w57 zK{%ZZL}E`BcZ2l~6dN46nLEa$ZYre(|2E`+uD}Y>dUSNiAk+Ew?E$BvX4fI+=df&ObNx|8LhmzVH=#6<LxxaP<9>n+Me!)aJVwhTPIqwSi+gB z2=A)R^5z)d-PQ??V?g^shF}G)5~NzDb^q-~U|Z$oG0_ylgO46gtvlNwN|6>X&tp<-8&`oh})AQ6(_=2ni{sowkpKHXv z=vRCN^s^GoC95+X+D_(uTTT}v!O$zMd){vmggVf!4v&oR=beyq;Xet>9Mq=GQU+SHyu3Wrf|&yemV^Wi5ID?+)t5+AYp9YG{{MVBq!1rqxJsn zuv$I3+HAjzC>Rz(67J*VteYAaJ~+?z60$EtcKuex_{k9`ClEFdCfctPA%oa$@3&0# zRR7Qr7-UvMCRp`U3m#l%;6_W&z+hWYw59#PES@}5O?dtxFDK`~bGhTt6n1(SJG-~g zG{68{zs_OmS({J^+Y=HGVVXk0JUDneX@aM66$-_@!$R0StRz@+&HNrY>q1#(B$Kb4ii zDx<+>hq!0Rxaa>ixw>R|&{kd)(Gi;^qjCJIAFY>aL8k5B-Lzvtm*2tGdG4NAt{d7^d`0|^3S!C!EnXUip}(KPv#?SO=}+RJ zFxq0gC;a1f%cZXY>F}eym$=5`P90oaN2RMiys+qqtqKW3{O4_;+<;17#@Dx5XZ&5m zD59t>1Z~C7pBjj>6CIr=av&><8nQSh>m1X^I9x%D&dSM&I2(zH_(@7E+0aqIR1roW zmEhu9g2zc>$@R7iMzH_mLeg<@?PQ4k9H%Gr5T$}Uox`x^Eqv?9GhTe4EP(Z&vWkj; zQ6K`j2I3afG4FLkX9t<6eU|Y7Z$Dd=x_OX?Sb06TjLpnwO7tq~^b=34m9_vX3A;fTUv-6qL77Q5k|3QmH-*JbZn7fo2LulEfJ16t#qfn>%^G3&4lvecqxhp`n&W#i$%25hf$=vZeKiYvY-D!T;E>Ox4oq4-<*kmm})y#D2JbTx?*Pqw0d8h5ReK-T}&tTB|FLg z6}%F(1XVUrr-4l8qOdSlm>rOY;1781&OeK#vlK10y3NgJ54b3}XT6k!K;D4k>g?3+ zkD$T=)-vFl`UA4U5OxR#A&{*n@9O$l-Y-QZ9TQMwcXt7(0pU!(2gQ=M_IrJ_m*fCE zz%UCAKN3eyzAA|~Ore(GRt?+&Hno=Mnp%iO{$`_n->n$rFD!sOhoiWl&A!|$Lm0mm zXgy%4!h=jPU>?DPwz2oOWQ0QI>f&Ssq)p>P3v#f6Ynz)4Vq)pQ6jk-%@27+^>K|(| zm{dYY9fIN_>W&UO94Lu!Nef;G%5AI#A8@wIX12!0x9)x@W0T&$RDZkRa_5SuL%@Hk z3pZo-Y-XnL^d!x^yqzuyUNz7b!{DfMW+oj_N0pL9S(Q?fRI=z#Mv9fUGDu=DR7{Mh z7|hzj%8!>%{h7F^v8I}H-ZlSjXGJSQDO z!YP%wY4atjx4)^RgY=Lv+qWYRvouh9pR!IrJxpSQmmsIUA-OFg0E_%q@i;!x?2T8X z+;?UpVUZ;UW~5-1;Ojs$sUkILp-^`PUqzyliJdyK5%x=f%!dYC&x{8aML!6H3z0OaKfSpwhxyomTs^yW0;k zsNkr69TbFA%`NhA`VKEGEfNb0%jfE9GE!1nz`ws2lyX0XOB`BA7z$T{aV@klT<4^Z zF}q>z31`7nrNwKV|3lSxfc4zAVVjR+RGP|2(bCY+pg|gFA=*Pjr6`H^AVrfWpYyg zMzN>i(};)R<%ORIvsboeo6p&X#BC{A=`~o~V!3tusgLV357AZY@x5S{wQ9svwuv~D{J(K zYASo1(>r5Yy1UoQ7_P;I9MHYo@%zz*MAOTc?_f{v4phHzK^EiLdgd#{l>0+J1<-s{ z5m*nhd~tCx*^tOv7$VSWB{d}sx5H8rI!w`4efi==X|hp*I=v6=dC<#^N#76eJ!uzp zE0c9cceg5@F382$m@3+Ox@@z}OlIKjeSRVDUt?@1#N-lV-TAim+N2F4ia!J2i~Rg{ z;{?SSZ}S+pXJkAqwragaB;*6fjvv=9a?bIUjF7}dz?BiJz}!CQ7}Cw^*i#RF&CPL2 zORv6|%k?@T`Ik?IhE^j`Y`kgIPsGd}+Kv=s>!z@|%|$y~dh3~L=fy^DTV%i8b1W|? zR^#~n?f*#U>>s?>-*e!|jiH4nOC@jmeMjwY76c!kpm}&Le`?cW9mhHl3QLWa9R78R zEaneW6^wZH3}R=0?E+_d)pzG-rN&2GbOdL!<0dD|j(iC;dcNgWlNGzkk<(vBUygv2 z{VpSd^>lhhi;+pv$5xF87ws2!8T5@ktPx|1crI^}`(FO^H;%7$rtdJ%nG#m-Kfcx&5hQHLrA?WxJ+ps*jA~UNOL63zm8vZR=Y$WvA6oNk|7 z16~mgjo|3pSF-*RX>IE@DU&R`I8WwAXUL!yUNNf zpdS%_64Iyz2mQ3Kk77i2yG`A4HoW^b|F$DYF?BJZWPi!# zd{;9i^_JJq=%+JkPpUn*FdL{n5sJwam(3r^SwE7SIAWj0vZVR*-MYjFR4w{$ZM?tOId0SM(w%W{MXrNM_QI*M$zMl_ zucA|bpqTPNm=8A+okOL3xm~4d?$fmHYfC*5<7_P026s1ZVPa+$vhu0+K5{<_CuF^I z+YjZb6*>~Lb4?KQ+1Lo=!JkZf_g+Da0cjVLhb!bQYChj~)W6NQ_->b} zq1&g9>da5I%CF+89_3tjUd`;iKG8Y1S5Ge?#Nfcl?KZ~2T_z?}6ke4gmvc?&A8M|w zOKkF1D}6K0A}>!1qW{1-(zi3^!-bXcZ*En9%A%a2cSy)*s;DJ z5?M{3(Z!2vu_UbnUrAcQ&Bl2@4tXlXedy_lsh3`=NtQ|j#dw`rmsn+UjeT1p_vXGZ z;A1!8qmKK^4d3#DN(C8Jq>lzMz7QWKA(R5GN z$?*eL+>oUqxZ-T?jT|IuW{5w%9cP*ekdN@~s zOq~tQ1GcoZcsT;S(bLnTHI5k^s-~s`$?Y*Jv5t7+Kr*$m%mOb(vF)UyBACdZ$#IN( zsD$uhvT){M`?Wd;$oZz`=7tF=r*8K#z@9j#7!r>irr4nPaL)(O_eVx7vN~m&LQr_V zD<~i%LNPep&VbcmJEnhI=1_Rvfxk4A(6td_AkRGr46F@cd$Q@|iO!2>x`SO3yGOlL zt^8{g6mJ>t==Du$+ae%0M1SYnU4dQs>}?$fEG|;8-y3o1_>$XVG%_hm{d_=9^7a*@ zk$7i?5|+`>@{Y-s!UsG5FF(92U^a`xlF6_k(Au_uHxcD(XL@6`4HI%!`IV z;zi5WZGRxHhabdPXKww^A;0`Oyv9Hn03x>nx1qvyf=~CY)}SB?!ZGw>xII+(fHrP59;X3M$6G42{& z6~)1}-``Vu*LQR01%CSUBkeW^WjQd#bAO$_jZh#m2sFQH`auRqW8?*tpW0;)fMR|h z8dAWV)qskH&YsnZg2`eC`reWqO#iHE9b*Os@;hF`;;v*)-*xC&A)O?G6^#PMkC1<1 zY6PwpPgZzeeb)w>;)%eVt4$mrIbbL(V4Ow}sXu&qo=-T>7^ecW^mRxl{%h6>;jC)1 zqwDPKG?(ngx&xjK$;c&Mth3nD z|Bo+s@y4bP7-Ns}9{g`U=@P(x0hQ};N8b`mp z9_Om|zcN{=EAiM?qGdedDvNgYoqh%9D1iid`;7}ZJ-yW)*70$T>+jJ?GoNQIdslaw zwe+imADW%SsruM4OL`PAqAP$Kd0YLRfr%jb+P&@KNoq&5a~683JS^Di<&=H7b_obh z6fap5=jHA9xo;Uq9r%C!(y47rVW7$pdO5U{mcJJqxCQPX+SDiaAGoqRLiBnm9xmR^ zjgc=0P~TwIn%P_>9k>KY-HFP+^5Nc(t*y@h$7Q-M+=LBg&BUWbFF+h<; zuYe#L8yjmT6(q_}N3JD_vLH%;X=!MsfB#x27T>-+)R+tr)sS_cOKKrq=(1Js^tYp( zdWU!_{B!+m5>^&ZNHd-P^18`$oz(3Ms&2g}{wP|T7LJtl4#y9yx_P~-ao-emr$VzX zhQ4TkrCD+&B!%O5Rd{zN6!H+6oPk)Z%~cyxz!N9l2P}#0hZzZqQtQGg1>{-AXXSz% zeQhx{Mi>zoCv}ab7#o`>TAs*7Yb_mwP-P&gJc(9Yc3DV)3} z1XB@wTZnb=X#5u)2p9s)5obZBO^-C;7Ew|f104awQ){{T`YYM<)SIB3vPBuJTi=-Y zrK#x@a0skwvz&;iD57}E?RHMm9yd7K1ss%22M{(G0|)h?W^v9YQBhH3+2^4P`SRso zdDlB>{>`X+GO^x~S4r59F+n84FmqM9w~uYuTa$k{*2Az|M*rxtMtd!1+*!&UmUPi? znIy;3^+&wMcTrvB-sf6)qB`wOxP{or{I^N5bm!U{%Eb3tc~?56p@RmVl9=&}S*KZ6U-`2- zQj(J5Vq@=Oo#=eKdRH}}f21J}U1#OQvVx;q%VuKFaamlw8jCa$=L+20DwfP@Mf95J z^0{Fv`|#mT1XGOCt@!X^Jy?MdoZ31#AsKH zXgB# z(ns(hAYxmNpqLmVCVj$X#Y{vMWJs)jM9@r&pdX$0{`MpcJW+`Oh&%}*j<$;`B!W0h z3GFDL`cVBpa5DfJ;S(AfdZxU+ely}OSl#`e$!Td+$ly>wS440ZSc(Q374R;|>#%4dVaYGb)^QJAK;6w=jaa;*TKN!}^yEUi&5fZK}hm zs0`Hxp#ek~4wYTFl(PBc_mLouhkLAFym=Aw=8XYRTAu)&6SAIEJw@y^V!2`7GNoGb z-wAjd6@})C#C7THm*>VNCNM=Kf-H?|v@c3ZVj!=~!1RjUHbQF?4kZM#fq{IfT(@s1 z^ZA1YFI<;8dn&;3VKi|3kZg}z;}#Gw$2=znf&Fg$0WC9_TFUQuH^v`)dH@fE`m=p| zKo5X&K-!SL_74o)(&#y?tJ~SMsVmHXvq{*jFw5ab0Rc$Apsa<)?crSgO=P_|GU^yy zLX*#p0XI5)*uS~?BBplMjPwp*JTjUv)cf{X|2gaQNP3YAGlKhMKWxW4O@}uF>O^x_ zovx0KV+KE(FWBYV78`(HtUdjNvvcT0Mn+IDry4;vw6xkH+h)TlpG`bE9)Z;8aY%?F z#1-hr4!chB9-xCky5muGJL`#f`Yr| zodx}-yP)PEkxNN+$_s)92|5NaoL3|qMu+a5kYw~^4e*yR5xx@Frk;2a;vm>ZfE;)_ zzH!Qb7)b)4yZ)7|?f+~P3cIGK^%>0ey?ZOYV}pa63Ux&EmAOFPyNS~PxKGNWupu

)z(azKc zQ6#zUFxt&+U%x71PhsVf5XsByAR79J4M7rcZQ|?Kq0Kqpx?~%eOO@d#@Tt1m1X&em zv9%V-jE1g3xjpU?fO(yA_J!K`uubh6%B<#xoVG4wcmzMhi~ zj#!G1_FehlxfzjHd(i5|*HH8alH8HF1z|E)VmQa6Y;7z zyfA;`5NfKifXeBqsSl9Yf~QUEC@O^l5CUz?F!n?-9{fl~|1O0|kz*iBAn|8_gT=tA zZ%qJHxR9Y$pf*5YipW0UmA1r1I9)m|>Y%W|Q3eSg1K)jsjrTz}J@a}Lx9X$EKm2Yq zRrszsTNcS}jL?XyhP=XQ@Tq2vr6ya@zyJOV^8_j4pO7P^4U7+QhR~ayK9#q!8a>2E zEze&k7u(j=Mf~j`wn1;G*>W?{k)ywesySM<#) z;WRo4Z3NZVNl952qgzNf$k-UQ^zNQ!;myJ{KFD3Kp(907ojp>{PhdKn^@p25LJWO5 zd>eX7b#-;-@;g+XwbS`kFzkVd87NNpwXQ@MhCy4-$-!Y(u~3OqMP_yC(eh8tlFZNV z=-3k2{mPV>eC0}!aMqx0W&USdVN%jzqzc&cScbKhE}7r}Bi+o%$|4xZ{Ji6NRzE#z zaE1W?aC333V?A`J+|n*6VB2>D5$^Hmhz-!ogC_Fv6qS@|&IV^`(ihc8Gr0b^^a|{^ z2uE65`|5`JS871Uu}TI820{nIjVV#tfly6PUkDcVicbWxeye;hA`1p8i z4iuJ+ySF|=2?Ei9o?ZYe1;Zmb&|~qVp{6TYmwr)wrrNsKgEwhMzH z7>QopX;X6Dz7yzRDKH6$va>p)d7%b?WCnv1RNdT)&Nw8>5ADbL#0V&?Po_P4pl54p z=J24J1`ZFSz)3icQ$Jx1X4RWFH{|NI+8--gj73^cmRO!2w705ALdR zeAM~k1)JFg>km($sl=^=HLwqkmk^@!M)QR4K1q$F1eN37Fy#s)4Jr&~HkPqk@Qwfp z7c-_Aq->jh+#>D;EG)dbD&Vj4jz6n15><(6C=iIe=@tZpWw z0@e9JPEOtHZHaTG}ydRah6qVHMzuHTJevx&kU;tS3FAT@TOle_#@#^J$>0@!P*dU1KhK-|Y z70|xRht@5?-`@n2xo|)cP-5z0!*(V$DiB=GT)40cE_PYd-QluaaH2+1sfwT!;6hXP z1kV_epR;A#yfKlMq6wh0w#&0O&_&GBd1>`Zmb8kA=75$KD%B6XP7)H$mPg^cF+7g30>}u++Q9HD zaXdMW>2s!UY2;r}zy&WM+SyNLxtEF|v6z8|#^{n!!f=wYC9fHY3cVj6sAQ(^3R{}} z{o5ADAhNN)ZRi6Mtz2|`yUmUX360>Mo!o6s18M05A<-4``A z>pOn*=7*-9YqrdRg&I-SOf7Dyh&+vDi@e!PvU|&Z*Y`+7G2}9LYay*5o0@1 zguOY1nRiuVZvzu~ocyCy_PDIug1-e-j(9y`vTF=IXcosE|_0P0|W{zg8a z735`gQ8)t6=9v`;zo0w>2)MQpf>Sfj>QGA)@PWJVY z-XeT|7&^V9&+acnTUaAm3wgE#j@Q1r$wS~4BNrzL$OUzEkh1bFi$6R{ArC4gP8{^C zks?NXb4N8selPx)t<})%clz|{?~9{p!(t^1wE>kv*7I0IwP))~6S4LEv$BMN84O3o z@$pdyA{K*H(hik8LNrFsku`!cQa(fc45abk3K5tH+(u9rWC@v*M_Emt>)F$%fq%@PThb#)J6 z=YeqPcS59ZaFEPb`!PD&4^|8&qig@UP{s@#EK=Oo^S?^z!J|j@FZY>WjkVY=9O&mK zRB-(cIdg#EXP}7mZ)22@QInk7w6;7fgKD4|H~dyCbKrgq4UQqSDnQ5we?Ici+hloG zRdOWk+Eoe@0U*x=<3j3ip4Z?G&V3+&M7D~A1f094K}t)2uf%f3QMBUPEY?Ai>^DGsdLs)s(9W{9!x~MY&ZJ`@}tyShQK1sAJ)YK<{s3mtC z+b`DRDva%p38(Mb{>byI;zzMSmzR3h%y85Q?^DCfQZS-0m+;CIPvEcHn~A;zx20@k z6x%{sW@khv4`B~f6f|^na;ORAWh?n4CP8g%f?+LsdI+1K4WsB7F8i&R_B9xE(zEf# zcnmmmz znzTXBJcu$q%h*J86WfUsC)Pm?ZVG{L zK)`k|7?nle`YikyA3p>xxwkAi9+f$$KS;(VT)A?E7#AcndE)0W40R9@ERc(Oc->r= z9Ti}5N&G*@?)vajRioqwFOXOQd*IbdfB&;|7bnckjY!4A$w`bRa5IR;CTpuJrej433{2u=4wLKtz}u=DZl00~xt6Yiz6&7GYrXcX!3S0V^E z@~?kICATodhR3zE2Np-b6k)0}Qy8jR*(`^oUFw>OA50 zysSgioOpQfV?b=J9aS%1a3-^gkw24n0<|Fc8|K$f3h8qCp(6zL=1raa;8%SD9t+!S ziWfM5UCsQQ5sZ;Q8{xS97{-8h9h`~FL0wjJQdw1%1BVZmJ!zZ1Y!j#Lzp4xRG|pno zYWY4q`~V6#L@5rbs;EGx9!FWy^akAz*bL0d0%f+~*a~jT5WzMAnJC;-#SQ)+w? zGH?D0GR~YmD^z6`jiF7L$Gbe6AVXfr(Yp`Wp2^brvJD@C5FFHcJDf}yLde^93T-%? z7v|-D^c+`5EO*`&2cet>0Sc~39NgSj8=oE-rkpu{5O47UkaazN(j?&BP~9w>@gIm1 z6drDwQLl&80nLK3jvRkXztk$*67<8i^Lj4Mo6?fC6`SAyO?`a~UkENQRjt4DvLZBY z1W+faI^`V)YyLqsf^(XnZzCfoQZ)L1{`7-o5b+Sp&+q;D^Vs;XWRsI2d^YdjN2dTi zuYk3~PtRh}quI6}YA+`{6+u+NDz|SR1s#tRn&yLCI(-Y2o+ngQ>l|(Os{a}YRs)|W z2K;k#dZQt>CYboLF%C==OukA<2?R+{w}zyiXgq5plS0APw6C&jLxa!MMS}dHl?^CG z%!c26=FCA=NvQx|-+YV7Q|cx>vFMI`MzV$zo-`RaW^Y(_-K^$=3Xu#b^j}~VlEPkv zdPh{7hO}*h*cFjcvPnyKZ`!9?`)A=zC|(-WMzAu=&>HM%2TlkxQLtLXRh|H@Lz^2N zY~qlCw~iDQ(}q6{PH(Go3kL1rB!=ptqO7n%>#(bsm7@P`U|&ml`4t1-+w2vk_V9d2 z*2|yHHa-PT0nR3n0Q`V{g&&mps+DYp4TiSj=S}5l|%p}lejW?)nL?(Mco65+ATo{dO)ACLyXML70J7tmNVm_1H=Fj z13STm#uUe4racx{M#ny8)t>JX;WJ&}r&TcTtt$3>8`R zC^C?dMiH+Nf5GSo6SNNf{Y>&dTp7H~QNeQa@VrP!cz}K1_w%Q7-IA6p7qjlMFrJ!= z)SHSIYHdggNh-q)RPwxmT)X7?Ka+!j{gI?BINjx+MOe1~^AO5sc=h1mRo7Y8xpzVY zAp+YUwE>YB=;?JuCVw$AP4zEBI{-%nii<-W9QR3kqJ$BORaC0y&be5K4=A1YW&Cp2YPw(y8v?=a2mqaCUVjzVtfyKMnkjDPmibcO)qdal_3 zu_A*E(!zkuiP zVMH@FEI19<2&$SEr=CdELqWm8_kch_NEzIbEgW(#GO+bDI42Nf&iqVDyNL!%#Cs(g zs}qHu{(5xCC9TqmDki=a@P$WMV4dpdFe7xL6K^oP+R8(1l)T*@_yf`z(pp1SNl0aT z_GD*U&4eS#BgrL#I2;y9a{2l-SJEz@BftMJ;rsB~wIucU!AnCC6oS2@MCUVe2Z_c$ zk7Zlyk`?=lJWs1CZvFMVveD=eQC4IvZM)46z93Y50B`XOB4(~1l;b^xyaw%ZqFaoN zl>G5}r^ytPi;D}Q0@CTMK0`cQ1b+^zz=ISU$axAq4#Va?$y0@X{>pwpI#(CJmfZZR z?*J`_xu6U}hBn|KV8uZBV&>dQI!^Pl?d=E4P zy=&V2`)yj>8aWQrEiEnr1ZC&ut}^cZeuU$F34qqAW_2}~5?Tw&$SGH2%DWHFauh2z zNN{nCgA0L^6nPk4X`r$ut7;jH6hVY+Xl+$MAWr6M2Cjl_pri9SQ9S`33sD+VS?vtu z3@Tu8Z z$#EMydDduu*ySL6gSk?PFGZ3F{PFUXWd4lNxRD|jC;EN3jQjslWHp)!9W(W~W^aK= zf_IK{pO?R8qG-+l+g9B1*K>t`adnEg(lu>Yk>Qr%R z4OOPuMQxX2qw$&ILwH#OgM*~N0xvMY&f1)P_Lis)`|Vq|U`AKpv$pDxS}<`eIDp$& z3dM%$Swt{!@9Pm|Od2c`)*)OYl4AG2nWBA?kC%qHN%&HzeLEg5_{>Y$3OJ$T_UJJ;&_>0OHc@-hK7_8U&j8B>3|4zs=L458Jzn zNHbk`d=io94xp+t6(V(C(M$?IulhD|b6=S)HX;&BSQlUE{+%Di-wF%O$6(rkK}}Se zK=@44e7U`e`6Yo^$%*%OS$;Ke;X}U{udeN&iJulh1Hy#X@Llr@^&YC{&j+3P%u(-! zar4;G1bDE_aW+8d0azS)aAHytkx+p5g+F!L3Z1*Onv9KZ-1rx-8UIX7X;ADV)AnDw z!oxu+4{VwEiov}TTcNvPa$(hvrj`)u5P?PkWHb{GT_!RIqRU9-mYOnfhVoDqsv zvdf0AZ7uU!u$h*tbqo_ z{e=0C1T4%{nP!wEQtCLWF?d)MqSCe!kCJk=Tzm)S0l*BF=<96I-i9kJw8XdzFx!YC zytmXF#KEv@njXiroHL$ZNE{g(dkI4t6tO7gaTZ|OM78CqTjsJTvQTlMHbgp%BR6Mc zhHlec9L@g#BJ=>=%V{Cp-&F+wG^TD3k_+sxN;_H=imi3=q8B)rwc$tA-$jR>LKlFU z`NiwkKG@~JZUuhGXT%S?S;6wu2UAHbHZz_U}v z>G1mi$3q|G-3X&StAE5`weN&9if?=;BI4hkPGU=BdKj~>9GQuMi@AdC^QO(4;UV}L z{CJG8e+iKX{41Oc1J$TEVYz~CzX!vd3F{LNhF}nqy|<}l{)WLc`0EgpG$7S~e-t3)KIHE&LMh0$l>D33)_fSz0M)-nVT(yHI* z_Lsl7=fH)YyF72Q9a2JjB}(%$Y1 zF9q<12t9Og@aSkl;ZWOoQKs!6kp#%7VGb#f%>USOMIP8?$YJ55re-Wm%Lk=QSrRJTv+o8} z=>=MXXlv5;dg8aM=!V9r^7_QeWXdl&6EfoY64r zV?r&G)gi4J#BAbD>em|SySmIp25Kk__U_$_8++bh0q6gUj~_SwN2*lmo;DI?*oJl% zia*gNccWFh6DO0r!+ZSjQn(Qgw8kcih?M{U*9j6ciWiQFkEM(_o)ACcl;E zeT2dt&+uA%rnh;tQ-x{&&h6W8jI{|8GysGDBqmL+q7^{B3A6^%w>Wsv3-ytb*$3A| zUpXu1G;sECNJ_Xbi=*{|B^OqMBDSPn&0|p=YeD%~s?Ti#W9^1tGMNL86BO`r<+b=p zfs5tMTE9j3_{JZ1_8v9fUOo2nCz?g;a4-LBOM1c_YOk1B?ry$Jvv*oh!;;qS67rn) z=!>E~MXC~vHbxGDT@Z3j+ypQlr)nf1*PqF6Zat&+d$w5Tuf>R^PIO6#9k%84nxWUa zP~(8XW?NUDl7rxnhWS<007+HyMWN@$CMP-314eTN8(+oD;cf8@TPs`- zV{GgoIyrc%GjE?A$vx)^)R0;ht=lKUi0uM<<8z!2gr4AbcmM zz8PQe!ibaaK&{{jK?`78$OR8S*`O#qMK^aEqL_Bmem^bH(dY!XqDp{F`2Jjvhlj=z zr)oSE@pQsYfHN@l-o0*B(Q^6}#Cp)#L0XWLVgo2Cus{PV7==J0Y~7vVDNWu4D+Snh z@UV-&5Zm+vrNc0NjDjr}WoecmgCeoWzL@uKzE>Y8H>40LlLWXqQL^Ta0~QuH#MQ{O z-~QGul!jv6F<*2*yivdoPfjMGnN)u0I5hlh$|`qd@CDw5Qv!J{@($uzV7aX?ikl7r z!93m}^~2@w_gSn-$ah=%Q(G{nH?WL@zRVQ(=34K=;}fiSvm^<3T~4HsV~0->7z$`F z!O$o1()gyj&EN{gH3V!^#Hh!=+5NGohu~I_mRm-~NuH-{PtT%1j!?r@m*9g808t$a z3MmMR274bJW>_49tS`nX`v6|Rj*d)Ft|0=U z*5}BXD(G2xNU~qthQw63Pv}mRlA%x9!#w6EvBKfv3ifK>)xu8_+)$PQi7Z@Q9PL8;TzH?2@lIn$NAU#J zs7#CMkT96w$Rn2r*C{lViGg2FJYk!3?E~N%UQ=`OAhVVT*qzx^sI{ZoBCQb@OoVyQoECTP9POjYjp-*A4QkW^6! zq%(xD2>^R{;BB*@aCA4G@#~)j^$faxj_Ed6Sc#=WjD=7w*=?9wT)Zzz)%@yLehJVy z@CovYJUurc#RA1&7zwJKDl4;Y1&(Aaq)L!^5TOv}wqa+-WuT{*xA-&3X};_Zv$`3I{0puW4yadFM8SwWUb^1dAL>v?mp+owIWkp6S7!*3HPLBB1T>sDhANUP1 zl21!ZJ5v$GMQ46m>;w(yc;JqhGKAoU)bJw`rbhlcK(N3DcR)SP{`4&L(GX#q z)smoqvDnwZDsGtrXw(8&{p31H>5k00j^CXvleSBrFZ@Tlq{RqDr zW+2Dp6vQ&O``oLTMcB8<{juP1jDw1*mz*x4GIXjfD4vuU!^6Tb5`wM6nZu`;!_JKS zh?a86>%Gs?R^%cEBBfBi4ciRuNovx05Xa&8fNH-P@UUR_G1Cq`rnDX4l89cV61QWg z*novYilT-FV%QHl0bZ)sif^kPftD_#FhYKYR?gdrH;6}|fE<+QxZL6EfwwZG z{TO8vnry$_{))=865cFF1(Ig`l=opj)$q8?O$?%yWsaF_(91eqcocRWr+GpXi9Oh@ zhYrEg;E{ILQNysq{+q2%#hxS15D?dpHt}MIiXzuOkS9T8o@&*#nM$#7vubsv4U0j+ zkXo`z=CRJB)aSUwdyU798fidPUERJ(L$MIXch5K8S-ke0Mi7_4+6fAj}I$o@4VZ( z5-G~DkO-Az(qqkq6f3pw@V0`HoD%{+D0M`GCJHnucE)4a+-a_z4olIm% zcw@+_!J*K(lcTRr4@TJ)K zHj_uVm*smXe(^b#!FQkbC?G8~>kTuH?gh0#m;e%Ta*;FALkv)2@jOKJaKN;rXiH6HP^0Jc&EaK84)cvkf^9BFYw-TbfA=pT<(a@G zhh#6Paj(}s_~om$g_xT_l7Xt^DJQ0+WtY^-u`&xXcv!-o4GSARa`k-cqd4Un8ydib z8qQ;yo|}V3M+nfh(4zV9_#wBG)JXnG&4Aq}8~YxqH5jM3DR{d^JIu6#tc2wUwiI;9 zjaQ4h;bBGEqzfOY+zE3Seu~0RN7-i9k)vw|U}YTl3J}I2!|yMmOgV{uspO?dNf1Mh zw9acE11!KrcdhenAOtw8SYh@4zj$dziKz#OA=Cbb%btd-(;;`RqGW~p5*Ii3Zh;}e zo-$7w`1xyUex2VM&PqX;o};7wSffaQvsSxmB_>ghKv(gf?rI}UgwgJuPyDGYBi5>n zeg)|mdV6C~(($;t->$M#GxajV6)ZNu;iY@QocnwIo5=NJRCT3_*f%*9l^yW!M~KjV z3S>2!M-|CLG>g^RvN9diFLf{w-;44?dS$lBsc2+Z#vU|Th=~IXhXZ0(XA?N+eH38d zM^s06(q3Mhk{0V~VM+Q0XZL^Y6&$GGPGO)Oq%LmDW|qC;x-+YPEw(+em!>=*0mAp7 z#_t^-et>Z#ho*{=QJvG)27RS5Tc;}0U)cL^5{UzzM1#DEccaS2r%c@s_{q^^K?;;V zRlx!*lwwX{k z&Z1XeO6C4*BY(k|P%xz&JGKNcTvnug5&niesJ5S+9n5>rj0Q;JMOc(pY>vZt7gQjy z`5?6y-;_9-B(QP5kXSc;30;)2G1u_-z&eXwrt+cV1pps$lPsNu@Q++{kM>CXWsr13 z+svKIMVo(%TK`iadsp= z!$3vpk^cS}Yd6Um{3Aca2oV)QO5uYLiInAr#x*9!4uH}C^9>p!TyPmk2bxrefdqh1 z4B#45D9~9#Q)4QIbJY;Kuiz>q@cm*~6zG|LxDuj&KP80^pZ$+HDMGw@c%DMdD789M z7NMGO3X>6VqaBF}5fPn-+^!$BzJY!x8ieN8?|p3BI0ydF@KA(JG(8L3%tkCXt?dA| z1I4;eBe})!m-kIgAa?0fBbH(Rpespg7O-9Zc&=}~&$X*kl!gFQuV0_w4+#zpwa7_$ zpnyw9PwzeY8|b$y)A_KOk(L@csz^|siCJ^ixK^X_soNFyXW2UAPUT%?Yoosxv-SxD zofhwDL@bTw5U;0;sQ?B4TVX9r)Xs`?R}nMN4#YK25lbeN5#I@_gZ&aoE_@5Qa5_jy z$Ueb&V+fly?MrGYJJ2RZNW_emlhi)Gz6XvR`Gq;U`kx7<6=wk$%Q5OP-o?ez{3Xjb zK_Qx-ZBi3Rya7-(_WAQWq#XNxk81kMDXQ9zxmR&<_kan3-2)a1wVids9b)OfI2A10 zuM*erFB;n5rU8qS2Xi?_NL9@1_XT;3Sj8X*H@B5!M*R->vynudq@-UBJyw$2sKX3N z=*$nCMrAN(RvDP*>tjC8cdd@PKq4 z1xrkyr*_#3Lhnaw*t&SZY!y+kzQf^kiUyDwWgrwle~jaP?Y@~CiwHz4*6Hmrjc1wc&O+(;fO4YtcoSnZ~$N6O5ZD40UTXn z6SSa&89lMq>D_L*1R_SQ-(DCgoI6KNeBr4#0Z>MY5karZ#x@*>=Z$6pq6(p( z0h7w&pvI7OnT0Af$Ek8g2zS!CsO4V;0KZ872M8kC<4OjOy_-|t{p2C%kZwo(8I!-A zvpr}{oWvFj3p)ebE^NbR_9~|T-~>emE$i%j473lFY#EMIecBS^p?nB8ACWN;YEnIT zTDDc*a{gK}0N%hEK&y|?qCm*cGOOf~zf~yrUp-;87aFePJm!hFzIxfWvDI5xN z6!@9;;~m;N1TH1DblqxFaRn;?s2mu+N37n;4GHwwXZo~|RyGj5aw1g*4<<(fc)Atp@|b5nrScqHVQ6N}%A-HUt00*IHUhjR-TE8sr=Q_K zO9iC^0SPZ0h7c|q9I5IIZw8D6Tl(OKK7~Ibj9ji8Afp9SfQq z;0Lgpwo*}Xf?WP)X;}Xa@*zOg@S(Ya0R1u@gsgOdm2%ec^KkU=)a~;5Uhl z=08vXj*^ek59AgODJeHqgA%#qErMMaH{Bu3NW3>Pe-nu=aS#BCvuDi(I2&P*kqKSs zW8ne`j6+9RezjluTAo#*8#uWM--aDZmiEGojsQy_a?LDe8<$fO5cSpwH6df<=6=mq z>%f@OW4q9P!7_rLAQr4_SOWk`s31hrZ?x+b6cjK}>O1O0lB!8&~SnftBLU1M_SE^%%>F#Xu zvtQR@m?)TuH zknn5;GK&%fZK2`uja+Ou1yTGaCHccJrJ<$eD0!?z<6~*bgL}OUnZ$6ByRTizCsP`= zUGnS1@eHtb1u$9%t>&pu?2po~cZwqN-ne=51&9#P_>%~WGF{Qcgq@I6vDy1^B@)+@ ziT(jlQovddNuP#^d?fy^(+XOPM8-0S9Go!yz{CdGRAqJ9oCSY? zC}3Psd_h43>M(>70;9pd4AaCU8f1-%QDKnt3=|s_Gf=_6;}%}64yq3}eQjZhi1Rx-FyUppR<_|IBdtqW~j=?3k$aIs+o%`J9duJZbl+mi)7>;sy zxYh$|#PTpybR@7&0q;Nz{tR01Np0=0tI^3mXVP2q*U+M4L(iT#gF#lM{fL8Xaa1pO zFnCJX8HYqg8DwNiB&0ZfLPLN<;cp=ag>(-cI_c4`_7FxQfGo76xtA*m6qVuk+kRN` z#|wB#BPUmPQd2Wz9R*rv$0prY!7|;73LliIy=!|}$uN{*w;D96z0v4VKps{K9)uUR zf!gQ&MFs-P=<+gPg?Z~2*sCl$X$d1el)Z8#KHX!@y%$LXH9Df)0IDhex%Z(lRfRcF zf!!771Qh8R*@qd+FCU?x^p=JGmmWjz4?~`-hUHC-Rn9veeg?i&cfR-b9#|eTmpMLu zT!J3Cf)^>+vU{$Wno`_B4(-vpa!OX#YdG3vqOdzl^C=#-^9Oemy1KVbY+NkomKYYlbS#6z8J?0?6?;-DS=? zHaoldS{gii83_3s3A`o_p|d4&uo3i5Ic0Gx73qfF_<<064SoZPLAx#isBB@~Ik-J&z85ybB@?{Md{k z<^n#CHXNakF3n9Qz#ReJPqWTN@!ukw5DOvmCVDociQjSEI17pDU`mt$(xqqib_ysd zi5wBATrKJ+#%Q-c?cBL}xLcwP038mdaG$xQ{(yQ`0cru-AJI-jyKf!)Hs3>99Kh+2 zyA!z0V{OhuomsbR8JmAUOdKG?A_)gp9fU+G{n{!!F!&5OB5B`4kVa&(ePzB`ve)DZ zPz_!S8|ZlXdUb$A!O|C2+To46AjDtbb)f&DRJHtU;)5l)IU`wtK0^UFcmoXy3gkS} zlWw?4Z$#4GAjN$W<8uUNC2U0GhbPD$+nle*FS)inV=h&km8A~ZY}0fa{s|$ICKaq< zr`(T8O+UQA_eF_tdLFDEZ$!RrC<0{RvW`c~JKn9W)&DRPZx)HPcUPBQFA70MvIfDd zqy&AaN!ln&1F_M|#%)yBv!tX18k(bnl^9k+0UDO4G6yZdWiKh0Kasa%wvBVh02`K7 zP`D4#2QQ&5V?c8O&`+w!+a=M_(N1>8$73>v@=*qDBeaA~a0%+gn-{SvgMY*>bjrN2 zeYT=DEk&GfzoyHM4tE4gjt*f*SuQh6iHlokETN2s4SmdwCKWN2(HX9~6}I4$07uNH zpu0FnZXLH$zu@34djMq(CE{$}h8X_U_dc)! zs@?|IDRS}Yh>Bz@$YS{T^NT!uO!@{31!z-IJ?rIbs(DP z)X@CLV`bEE8(s(D(uj_aMu^Y(EB}L{B(kDtuKO^$Z(C7k4lftLL|7wLj~j@eHrP)^ zBaSg1tNH6{K9_-y<%N3gJXi#DtCMT1Y5>kTa*b2~0#V>cOW|8f0^3$>Lq_tJfLEQw z3@o|r+Qu0;6}*tj#>U6X!(Qg)jqmT*8x7Y*m13WOQqbX4Qf-4zlq?Slcp@hLs+3th zk4?zI;(`rcs*hr}WAatzIbzSYjskft$IO{B$(s25lA)1MUfe8sDG6u9t@DV)Mzwh?>7W@ z05iZaRL;x5w}!*cc4BU3#spUDlE7R@HYKz2Lv49PQAVg!Z}{iWv*^sAvIl8}%(=y+ zJ$RNN`i7Tpp_xI)*aBWoXbfO%AarxYif`%mZB$sUfaV7M4yS%c7!Y%E;jo=xl=v$i zsi55HiXOmNS3a^2MsPvb5u^rEY!LO4dm(2fHJoDN#TOTO)}tM*fQknv2ku@w!+0|= z1d{HOj74((`@O86OO5eLr0BuJ1&h^}P#eK#ch$JA14{uGq|_7?6zeKD<^f08(p-Xf zo^0$1wxCE3<`ivlRXQ(P`PjcbH~>Qk(IBKcSLJMnL&h+QC3Dc65WEc1(?6Ly;*yC< z0?xf=V5~st^DinQ97S7*B{JIQ@D^Nm16*5(lE`O(Z0-TDjntdu)*#XmTi3f=_I(G; zU37VL2hFH)YTXLDRwUU5I!7cK#J`gGDrE6rfZU20kNk(++v4w0SRjF~1d72ktQ}Mp zdyxkKR2)3G0hQsD2|yTYPs0SrI3klT{L^7oINPYyW#4&Sc%ORYk~~M?6)GY5_Xed`9(shm<4+`L)dD3w-C3h2C zqe%TI=8}3RC-&>8H&z}x2`5q9Gmyz1B(}h~ec16+4cXx+&SMJ;^h!o8rld7 z=L?garlk*YDjg9LVk1!!r-CeGc-VpbboBIF(ORd**dA|az%JmIC8R^@e?VARor{NO z7o^Bu$ilMR+>@UoM)V>*p^1!&@`hBk-PEYOXQ_M63s^X&TB~BsFo@c8^Sb_S(d_qF zLxi^bAaOuO#t@JgIb$}Vk8nU#RD-DNSchKL2o8PhLaNJ0;4sgSkdR+#9xK(nqVH?irOS#63J^s=c}~M*Re%?B>~L&j@X7cKQz&M_iT1&8 zZSgDFoa)wA2ic4%QKt$CfOZAYC^!b_HhIp7;T|7Qx;I+a?haVks?Y$^Jp|JUz9-o8AmR#H* zjOYQas~yknc?cO6EQ59u(eRACoE-9knQ#;pByWWPet~c_Chh2JYhAU_1VSdU{C$he zWiY=A;cf_QK&#^rO^}2)EOCGo4uEP4@4LUUAqIihu`QMu#1f102h3CA*flfrv9i*< zZfiyUu}SccVed^kAUQeoNC**d5xd|3tks;0?ua|=3a0z~1*YfwAI$*LH?DKzmmAvO z*P8vQkOS^*#QY8nuG}uynOZ%U@tpnxhuGL!3(pn+0ve&O>;1Q;wa zKzIdc5%nf!j|dda?m8A#XDrAVBw>gY)!5&ar_|+@{T1SHQhP%W ziN7V&0f8K#L6rF)?8L`IjpiawZ+LqI0qwE2=10sVFj4Y`se|VS9>=1VHC*|rxr|lQ zhn%$c!jZ!DLbZJ4rfFZ-(o|Op)0&y&ZUPz?zjn=+CH7v!;(@O5k{riD@ z*C5yv;ui0Cqd3?n{VfN%qE;wz?;_3dh5q54F+l(eVq7 zA3C9mmu2ZU&AxEkZEfV&f@fdmg-I4C>AL)fdW^Z##nulemu43AO7=|eOnlgl1F#9O zVw8kkMPY(ygbGgPoiowTLPAE{&0|_HVDo8obSh`Gqh~ec_j44!OgDgb!AIjDQ1`1K zNc;KvW;mQ#c@{^-uty*91!bzK_A}D);>I}o?nCRv;?d*%2|!QX(((-ia|sw+*11C0 ztOSWyBJvodTb33UU!I@5r+gV~>Zh37P^9!^z|pNIlh+MN3&*wG?Cei4G1+uV(Z&9X zl9E62(BB{!UR_;YKrQi9A%MwfGV@OL4M~=baM^nKXR;>^ijq;ht@F2TWxM}QGW@+j zef7KZ>(ta%9P??&`d9iGOTHj_>@`l`+?9;SpA9iM*zuOos8DX*+5jr=Zx}e28Ldv{ zzkA2S#dR8J2bf=tKbjIQX=)~5k(>iq3NxD~vEr#6Gc~$6d0axSG2)0Fl6Z#&rGDzv zy@OS7tXrO+!pH1Fd#ChBwz7xd+O}IvR<<+NN&3Y8u-9qVeI*g zz^yQ*s_8Wg*&7yD%XR!6u$_z8yo=*D9!WUAEJ3J@)S+zqfRp_fW<~?zut;mqvlbv1G{q4Jr z{~S7Uvuz^}pfkODQm16)p%ZL=(U&TMiXk?5QQh5HA}-wCn( z>3`k_m93@V0l-IDC&SnqJLU=2`EFsewgTRDQjqUiU~!*SQ~L_XuoV2KyA$*Gr?StI zl9HSZuGgD?{iBB`mbw^TDbP75;5K1hpC<6FRhZg-|Dkb#yXgr4Ig8+5^tr040pMB+ zqAIe#dc12x$^$fcURShn>Z(KeiZ_!3%@mg2&bCpRRYqCk9>n`6QBf&ShMaxuzEExW z6Cvl;NK@>cyAz-clE+Gby7G#OpYb6EjW5pxkLkC5ZS3w&ef8>9wP$;LY;7j*j(w7O zn*Sn2e~L^=8yU#pz`()k%!@iYZ;*aub+@z}s?Nkd#dkTcbTSGUJegg%9UF4LIeHXj z>x%n@KV`nOIjVJyyrMF6q~mV86@)h67-Z4>Qh zTkWLonIdD^>MnKfGL-OuWa*ihxEL8js$~ZdA{Mvb6Pr2e2<8NN4v-|E7n1-?$_fYs zR@l4_h3|Vtw16Ao&VthO6*x6kIPA`4c1ipG+@C0ZzTnY5dHnbV42jlzD6Df^TYLKC2@oq4lW)YQ)b=${48ay#>)M0MsY-aU_mgf?sfb#kqvpwoDc z6}mDcR&pMS-y)?=H}2)<<#9<%8xYRJZB#i6i;Fz`{Ho}jBtW>FAZ%XORv_o9LRS3e z&zQ9M1f6((9HwzVwpgLqlP}xAO6Ykys(Lz4u8h9i;z2Z4#aW7tgk!VJ)Md9?OJ#to7Nu+5S@m>pC4lPHO7-{{c1T{@$ zU?05|6!-AndQggU7*W9jI182@PJ(B+4oJ#*%>vhp2jGarYD0)p!)~6QokcbEi#BNV=O?ji1+gHC_p{pij> ztgdjOD}F$+NErG`CFMfJz*~I*I6vUKny4%2JRJsSP+n2-@Ude$xX!Pkf+kFR*4=Q# zyTE1^b@RYS&|7cBx;uKkLj+6lFfVUSDy{yXiKWKj$tFl;FJ8Ft0?6+yrT4eqcQTQI z8^wiW*}kaVdQbr*fu50ZwEvMzs}Bvkh|{zwem(-jtLN`;e!(K4mCmb#e3^%v`$rCt z-LvSzJiw*ajx8ZNZ}nccSQH&=i|@w=8jxYC)Q=hfWV6;{eb;axBPB%z1>;1^oD3wq zJ9Z1n!AY$(xA-?7xf$>hDrwh$r9MD2k^pw(|7q{qf113)@S%>|LJVOV$j2Nw>j>kj zE!S{y+{DDNVKLlF%Q7hff~YVjLSaC%ED<$rxP;4!gCdhb$8`)SV2CncP$O~|i;j$& zr5$(5ZO^ytPuNe(`peh$hxYrajU794X;E)P}1 zHPgeDw!XWJYTLk}p|R!q@v#bZWPudh*|7SyJ$`OQqiMb3v(_?|)LyltTkZnGc@J{c z5&8%c8*ZxpkE?SE8#rpDzG?#UC@EZ39_7?;JH3PeE_BaU=D-RAKn}sm2Xzz&Vf!R+ z32W2++M8T>mLn9E7XE9Qu1~Fu_u@9+yK41;Pel$&Ovz^7a*S|D~*3b2eCYT`TqA#Gf7Q3$& zEzz2rk@^-fu>&O_uoa*i#_7z%6dMmeB+&c0s_Ll+=ckGaU!)$|l3!=rb6d-Sx>r*H zPndnf!>bL^lX9GtX~SlRIG5z<=#X?|N)sV*XhjlRkhU+Ccfpw9oN?0g!pPF?jZElI zc^L<2c0jpZudGz4N43CT>l2$L#l$fDJvWe)FEWOAtJ?7$+usD(#7@i9hZ+^!-al$J|5E*NV$xki%#o#fepXr((^d zW=>B|emu}{UaekSJngBRm8-xghDWqlR* zJ_&s1U;L=oin?Ni12mF=LUHWnFE=hmM8tRUgM*J-Sv~YB1mUpS1{Et}-~OH+UmUKf z1>mlO0+8pO0I@#hnbri)j^*57-g1v*9h_C_Yy1%gkkGKOYG78{q4p~jp@=Z)>Pjc* zZABnSQdVaBcmpUk0&^jCyYWY$2t#+&+#IJKIjbfb&t@VDUqjVIINkPX+pYbkdKBc= z8tNA3>w7=opwv8S!<6W`YrV1@-XN-uQGZBW?}9DsQ!4q`;M+h`YSRai`rWk!Q~=fhvKKc@O1;aP2Szo%D)C5tKXhHV7=WyFzRgn3AUS z?G@QB3o7=m6{RlWM&h3{UZ-$~s1jr(o;VK34pW#Sk=;Tr_r>$)-&+8F$Xg%{ynu34 zc}uDcZ&$QOjL25R{0^zhy>DQYTo7Z8;O%PHUJEGN2dBPx%Kft$#l&a|SSXS3Wh%Ps zS_+zJII-D9i7+9``AX48=Zli3-F6Y54?vDT3XD_N&0C)DkIhCVE%We(nk4-j!EJXY_(AI&Z-{D66~@$`(!(Yv<5 zBCaO%a`O4d!nk4s+R_{izNIfD=l=g6|I4HC`vI9B{ieoX*|3+M?sNV@esw<4*?$4j C4}c5+ literal 0 HcmV?d00001 diff --git a/Examples/Results/Mie vs Rayleigh l_star.png b/Examples/Results/Mie vs Rayleigh l_star.png new file mode 100644 index 0000000000000000000000000000000000000000..3ddcc5aba8f9b5c9f11bd7cd5de36530d3f86b8d GIT binary patch literal 58007 zcmdSBc{rAB_ckm-$W(@q=`y5DnKF~iDMQLUW{!|~77{8`gL$SNF7 z5SgcM9iIFCz3*@Pe%tr`_5ShNwr9I<_v5XCwW@;LO)rzhF+#7Kw@wpGW{Sp+Cu3NyYQ>P@;%5Ej4DXk# z<}%(=#J39$ccVIEDlp*HZismwB||I8o1g@B7Et9Mxx6d(x!4 zOjfCj>o$@G^0b;A;ET4&(N|#YjT-`t>$kp>c<=tM;P76ZImM=Qa{Es!b643^S>Rzn zzF|d?WoLrcDb8zL;;uiR^Ed3>a2&6-GohU9PL*73JD0Aq^Y<5rT=4N5mCok+)o%IT zm$+<97*Z8B*0we$0$+Ok{`yqJUT2@@#;a@RIn?5w9haZJrsa2D1emZ&Uvl_jX0op5wnx_xcv!!;(oFu8 zLybn7AVt!%TWZ?du)^`h>sxQ;mnj2UTxYv^n;()2^~lhqO~;p|7xKG^oh`NLVe;Po z5#Pns^LTMt!Rw$_s8t4oS!G5`8auqR+;I4p(|vPkY_*-cIH7LJb8qY3`I~t$*GeXu+qF8H-LyqAQU>8TqUOJ4F?tG=;HNY|l?y+vK z&BmundM4>AYEW*E%kIpvB}#d_#3;Xa80jpFR%}iGW0U5s6!@yzJjKG8KR;g+I zhQoszrZ5Vzk3E;hC)!_dcSM{%*U615=DHWW67ar$4jaoxU+|>8(bzKZ+=sQxyRksdbo&E*NtT3Ep-T2sHiMIwFM z;@!0#Sw_#LQ31na8^6EJhSTz=P4|(Oj+~YjU#lxNs=6UttY2oGD4qFuNp?E$aK9oT z5bd3>)GRzol(1dD*qwpADX*2upb>`B6{d!iZ3q9s51}OMzHkq3MyB;+_fx|=)5(_w zo`#2K@ms@gZs&`Rd&$R7nziYK5>vCo0eH$PPmua!ljhI&PtV@jeNN(?HLmly)gV)? zHB=nu_N!mDGeLmEakR2}AMVzE15YrH=g)L&ymePn+s^ue$l9mxo%X3ym4>8@VpzQhMiw=eP`K|W*i@l5xSVQVq;i-ha=iC&b^Jk-pR5(MaKVYEoNTv zudlKad0gZ}PC?n}JjO7NBto*Yy(ifQo~b=$kASC~iTLqr$o}oSih%u{o$8zUH|*m2 zvh8o~dqPli_Q>oO)E`dxtwnA>iw!aGEU_Qv+n-nc{ObC%GMk>O6ZQVIJv1+c#~D?`ZV@S}>FW_6DLDCI2dA zTzzrD$3ob)m!*z%u{SeBhE@yC!)J~cQ{E3en&&UPREr-ft`z_J{%-R4+5NwtH3WVB z+8XOTtTtPLQ?3?uR{XE^XR?j~oWP-@^@{3gPL?5&JkGu1#3bdVS--zws9)>#mT&VU zUu`i7*|Fotl{J|!WVJ*y^M{c$#}Say+x`|9h-&TZeM$_ZLr*E>^D!!FMIr7oXEe8_2jAw|u+CePJl*n4+3jv}xRm z-+S{v?|T*(iW}mRMC|8xAAAkSyB==F8l3Lckk;}d-4G5@%KjRqG#nx=;q^J(Xjr~Z zNLg+p>aTC+pN)1T=rRej7%nod4*dQx!a91bz{+sS`>c%Lm%aSl$8-Ii<8{80r`S~} zW+u=Qc9k7-`O*G^OZ(N65ue40z{A1ez|ApF>uA?vQhrZ=rllPo7C|*DxMjMn<(4OO zpZ|1AE+6OHEhAZ82u_yrEsxA@hpQd@Q3w0Gk~eZxrox$J4^DTGv#kjoe4;g-vroEo_s+)g#(vE`UymVs!*{mk z8^?J_;7DY%DLpw8Rb0Q*zUVH-XI!1r&>BfEBIt{0@d><v5#*h-u?Pc^{^hw#exUK$=T()&9o>8=s0Q)KbLm{k2z7EBQcjouv0X zzZAJHf6d7@*BV<}e~0`@IGhEx8e##A_t^;=~$vAW`~)P71Fei&aP zL+-T8!}I%F#c-f2Y)m!J79?<&%_ZZtMT;r_R7MGn_jkYPJl@J~^i?qTF2GNW!3LrPEq)kCX^v7nGWrQE6`PSB#|ZpMU3dSFXkPunA)`&g+$AOiwk3S!-a^HY9|*u}LCt*tB0= zi+XlWBdM-io`AA6e)UJkrowye_UGrj-qfloG8guX2R8LC) zEe0zxJmz&|pXOr|gBL3S(rG&(9w#=c2?7OZtciL%U0dDNG@R?G^WY(!S>uMAYV{;;vG z^K4>J&rwe`XfUaEQ*F2cNh*`*R~hN!3O{RXQS+f|nv}O2L#uL$;F2ae+4@rN88)7x zy;01rB;|-K^SA{&C8eSUf;ii(JYDY`gBP7c9^if*ddf5^7RPUDazVGK;M3AQw$LA5 z=K2+mspB~hW`k}oEIq*NvyR1N+KTI`F+pOzRmVzP&+Y)RvP0ct2-V&zbaM@-_V7ph zi)S-!&ldWxQ{|IKqV;(j7a?7!ZE0I9uN5e~-Z)$8JoP~ZKdsM>>eI5;nZq#VfL<1p zPmicYdP5o}4#d5imz6CWJb5fWx=0JFmQ+sLNWFGn{Gt_a60q|tw>pxA=Rs~+0k^D> zaN059+!9Im`R4(j4zoFGTZ?-i{2kfB<@T}@nP@yt5YRv|`r+yN;2T~0*{`|xP&S!} zz#eR`FtJ61bNL{6jqRCKqR{7L#ed`+V%fv>waPWu0kTrH+pjErB0!|idt?tsr5FVF z>NdX0nMPEpfXX0X@>Gf0vIn_#atkv<#y`|C4@b!S4*1a~RjN_|Gu^B<7X1kFDj z|D6!tN&Q%;n3UW`hCENVIPINn-xYfeMrj}6P6@~HzxtO|MDi&fBnaC*Wmkz|xj08P zK74Fk)~(X0A)u}^Nkna-MzIBe+h1;p+XgF6*{^61c%63koqzhu1|HPXNk2?4hQP94 zp==kTs{%7d%Z!!?aupPIr!MnGMf~gXVG3~Zy|L{Btxz#?}<}vHAD04ByfJj z*U&<(osk{BPjqr&E1d7!R)8knlAY0ZRp_QC=ADJ9*Wo{Cn2ijjjcCW4<*&L2^0m9t zaH1W>&c40<$>s0DaL?jBv8!=BzqWoRJ9Wl2|Jhw`kYpM=naJC7M#itwLkF^c`9a`t zfxdRdpORs*Qi&5;1kdo@vsa`ueP`lL1Ad(mcge}V5=y*NO)j(5SbO2}@2}4rUsG^K5{=JO1BiiN+p>xc;;m?S38P zaj@rIcCPWbHh>c*6|8BcSUkT?!UJv+llbK^Vb_8-e6aBj;(}}&?ZTfDLFUE?-*V|uQK1|`1PF~BLLxhGuYVXz6vK(-usT83q!oh zv)!rd?f{EFUzt>k;}Pf~pdKGKfu`j!U6Wl#xZ98EKJIV8{+`f5DmmeV1Trttr1h}9 z>%slB(eZ*i_i(w={5n)gM+7i_QXhj|xQxTHbr`m9PSj&#-sBsVY(@30Ct0+Z;G#2I zK@jv| zEs=~#O0QvJvca_Xt%Wiv+0^nM_T#7jtUZ|EIQy*Bs^jO@#y6*~GP%&%tsjdv3@H`< z*3LVB?MMfvJSmEmpOK#3giPmXGUYwBoqB@XnKn&!x$`Z8ZOSM2X8VX9hKF;73)ytr z{$?JSX(|=WyY(iHid*LzN$uy)`+%Db4o`Lr6;3bramz3W?x)_E5(;^a57BnJTs z(w+wavA$xviJ6XUcf@YDmGBSguwyVT_(RaPXHjGZ=oaX`oykoP=%<&=YkH8J`?D)K zS-1Cd0dzj|Lxl^a86O}-f2>S3ODG-lbi3Y}D3t4{{l#cse`S+xzG_E^W7Bm*NWQM} zjKFQ|WBz*E4GPHR%&5)L3V(Q#E{l=2FOed3nV9-QPH4HQ*A)I5@v5*}Oscr+D@ZNI zvSH9rsJ^`VqO)v9b#I@=MOHXeAMo#4RF+xcu*;(2pcNh?elz3pF}sn{mm~5DGzS3` zRi+WAIA#)U(qiGE6QqHUI0#d-f?TSgM~t;fP+*;2CXC%JG_Hx0Lr}xF^XPdwRG%t9 zn|IExKS#hf9Q$E{9B~(`$Nw8u5#N65Ul!y4pTs!gKK{>hCI44lCKCv!&IBgZ?xje$ zUp;kBok!sI$BVwOI~eCjRUW^Sax~ISZnw-BQLaeIE6hkp^&J1?dXh4B!K*|3VNi{k zdWslpqM((aAus^Mtik3^DwPYAF~&_w2+1T`&*iX93@Rh8`gWg`(!QYnoE66qHp_6)6^HDoF^KPs&iF z{Pikj!#q06q@Dh8^FcV)-Rm0Zqh-RQdl7gM%JTnBVg0i$^qx&6e8;s0n$3Sf6SF$m zgjW_;s}DT^yH0_gH8Hf8Cg3M zov-oT_X=8~R|KCnL*V{ue#_Z~5r%4!(XdvZnX#{oQr(T7sXQ ziEMSgn?nLee@Llii^xTn*lUS`Z4d$P^h5ATMPFS{=0qjTSK;Y74L-mYmmo?MX84PY zYhLMZ+J1b&B8Pikry#*$ymmy2p|=oGCh@?b{8|Gv_&I79{*p5{=oY4M29;oe&GK#{TGc);%6?h}a>Pbq(2lONj8;;>$`0ke5ZobW1H&+v0eW|1OSbH$*W>8K$@-XV_7Gr=t>zLy=b&LmC=7kYG!9`N*MnUcbc;<$SHrn@zLoF6 z(pW6Uk&a!r3Fk*M4sS@SDYkE)H)OP0|+_9w{8PPV+mm$gj(>9 z-c0$fH{rnqOBh!RCHNY`^4}%wG{bZV+4y)Mw&CLwy0_m-;V|3lq^(~r91H)jI#zja zdVZ^7BH;6(22c(@Cr7IgjlT5Os)I)S-uDNs%v+vpxa+@`#_PBd5fEVSuGraJdz+IiNg-P(bb^8ZAZgCho11hz!USexf9DN*T0 zn*YWKOEk8GKmOApEnGz!T}5Om9Q(cVlhB1%-E9+AqTdTvh{ z1#UmM^rD1iVX1?^VSul+!f7H7=oUMDQVqFhPedpDv|CTmJANsVgH%i9ex}lu6~V1o zN&O&6j~5&mjOSa?p${%55HbcRWCWKk+|0`e{i*iif)(Tr$||KQmmfLsxT~NRv^9s3 zcfp@xhUHqu&ZYZdxOEC*n52CY>fpO?-4d*gJ91z_4=jZ>W3XLA;j;SI}gfe2)l_YYb+Re`Uclq#4D|4VQK!oto z>AAjaMBNs?*+G>QQj`=*0rs%KIco9h3sRYplJLCTNW9P~HsM9u%21(U2Vm_^sPhU% z!+^u#a7F?}C=b%aZIm%{1)OJZi#m?>-XDVl`2$!jYkmNhGwkXqU!LI72WP18!FSf& z%+qXoqCmrM;sD2V#tzm`Z*``vO9fSo`1z5t+}fS_H`WWkfF#5~p^mxx?R}!OMi@te z>N8Fe!vp+f{&D_YlwE(0+&9yQ^UtC9h-$S{s7IyHpnL{W_D}uI<_5d4lTxrco^J`4 z0`}K+h2Y;cEGD}@Im_ErIZp-CQEIsj!{Ki<(*O)Hvpt(057q5X$+_2-K<=xj%kTni ze#v*v4yf6e%ZclHH6DfDN;&djWTj?JxQQb6aeVsHKt&7`=zo@42-tWcdD+(oU9T;M zHDsnMS+`a1g74C(IOA!`SR1r1uv@F9P7V9-34F;ICD@^NFZ6?!cNOT@1RH6705MN5 z-8G0{lzcxTuMx6I4A)eFT)Wg-Isoi$+hkM7OQ_LbS#Co~D|H-`7%4Fisc#uW9H~N@ z&fD9H`;T7vHtcUCM@58V%OGL}0C4Z=)_VOB{t|MnVt(+A8pI?@89QeMo%>#pmJJh~ z=6o*Yy^4iHye^Jt3G2o2D%V!19Sym1Aq3V7s+|)xJ^?c1S2k(p#kwdFL-e z0pal7Slrn`8Vjd-N?vi5-*&0DB92kY^s-_JmRMycWPf*44Jm>^>D?$ckrww@OjtUE zd_4o)_fDe0N&xJiK2&0-jRz;w&zDXwMu(dr{ZlHk13HW>COE<^aA=#L*A-#lM!HNS zM;W%?;GJ!(%y5<>2`LuQ$?3($HSeXoRxab&)9|P^EhHb&*dp%pH@ElJdR{tB)R+2h zI{q3iPWRgwv7vuL(guv?k5td`KC?;aQC`B4U;UMvo@B!eS?bkEdSMk#jWnLXy+2_D z#S)%N4r!6~#I$?`A_oB8Fxkq{Lz@dgI1b~`C6P^)oisV*zn&zl@tbA5Autf?tLh|P z&{+88#^ET0zFaD@6d$((UVdY7ZGOri6rSxd9I-OOCB5k=tb2)qfJMs_4gZ^k27`MM zttI?9!vuko6X8#w1mDr2DjkW@3Trfs=QI8*ZuymUEA;0n?9V%JJgrN+QpB~>HDXwT zY7Y-~tM~c^t=g%&<}LsP963!DHx&TFhk*^L$odMk`t;sluWS~F5^(I`;Gf7@OJTB=FD2BQ@jav&pp3z zT`XX)(z`_*?)v1ZS_`ySqonS>@VVk?fNS0bQpYJNrCS*W85nvgV89NA3er-{(n0; zqj*hZmW9&4V=vsguy&5Axjx2(VUIHLJ~8{%=PHl|Ig4voA3b4~HNo?;wZ*}@FaVL^ z2ReAE%a5z1E39uwnpo88{kH%1s3!@l+P~fhqKwu0W7GP=@cP1+w-)QmrA&Gc8Ae8& zJBz-tI)`Ts91tuE1ZSKux}7LAPV4)V6*u!l?QOc)+%J+Hg2)SyrkQ_(qt2QRXtsBb zV_z4c2x*u@K8qm@;;=5W?&_~rQkbDC;)6q=_1vcL*Dfkn3xSReL zq#?(#Y7S71b8o)UxjsK!T-+qi6F*krl^Xs3e4+r8 zeM+tdqxdMHp=rOMkujitrA!f$y(22rJH=e7L8qADSAEF+X9Tr1R~Ydp?E1{5`}^Sr?Ktz^E{xq_Y(z!a$-l}+#1D5zd}-| z!+g*s?Ym(+#B37%_3nvNS5!Lg?URms9{)u#S%9kkw&F(Ci%;9XD<-Z2ICtN6ZF|b$ z9p}$U2F8=j3;PKLdYB-Lm1zvN*NVs4dg_OWiyb9s2mg{qKJ( z?u2?eS#Z{P#yJRR>x#ps!= zLxyfgJ+cWVtHc=8hM(Q3+;4OWp8^<5sw;w><|?!g`|1T6(9kQox%+DMO=@{=>HHJ-~ucirqk<*oD%ox4O_o&7~Z zoil;@3azqbycaQo(lcZmFH0Md<;VNR;OkpmDu@vmK+kp#ZYc9Hejj? zB^Ju;K6Cmrjd&oyOz-Mt{7;`*%>!Mx_YS>A3E>i-QKgxZ0+k6*<+9 z_bK&_E~rrnoY-T(o^%uHeeTHXBkgv{&ubY^ZfI?`M-4E~$jk>kD4YQA4c6xeyHupA zU&GZ*KRIt{2CM;d0sF?c3dLCsIxN%_(pNG_d6fv?8BmGu2drrn-;yOB`cger;>g(q zMZYtx)n{YzJY*9=!|2SiX~b;3PYLOcvCTNPRUyCQ8Np>K#?IOs0Ky_rO^k7!lL@rI z|CG%NTzkl}CN9`IFvkf8t+X}P-%(C_IF8pai5G)8L=;$>muyMxmslc*w*tHk zQyGUu>>yYlAoI=ydZiJyYcIEcb809QX|*57%Z$VUn8oHK-nun#L!YOOIKVahr8_yZ z%z%KPO#iFvZ`@aSys`yIZoaeCDm$0w^#|Ahvp@x!I~4lmX(a>E;VEGgnOlFR*QW5I zdxJe@d|(fu?=yqEnzY`P0X^LA_Q049C^0z*g#qlip+mKPd_;d`vB4^mGRqi^ zd(SeW4g}%TYN-?D{yv*acTHIP|9hXvHC${uOvh>&>UCp&AYZ;<6LJET7Ql63Li6`* zl(EZ~>0-cJb4{0sLnY?2+TNs0i%HdqY0v?U7Tl*r5TCVF2uHWUZ~hT;A^{x6Siphv zrv^d@$?tfiN?(5HP=U;FkH1a7B3S?7GJ`cwgVMZe%(Z;KXui>^6gp_D#{0)mvqc9@ z=i+#sVFmR3d2K{A4&)4%uEl3&jcQ~mM7W7xShBCBl<3e%xF~n9HBDXyInXFldmV0A z=3{%cyplMu{!w65Q7ykSm~-Rh)vsTUaYtxwm;u?aBUSo4CZ{)BncV;1JYf)QbCf5X zf*;<`;~#%#r%ieZdNkjQ&a<44Y5C)p#%dOxj!m~lCqo;m5F4^c(inNR^b+J&KAl#Evcz$o&p+I`_FWTEm! zIRH)X-kQLv{Of)EHw)nFox$L{3ssXlo6E&b(hITYwK>3^Fma z3y!yCryhD_!P>jT)yd&6KndTD0ur+wG)yayzDnH}bP~nxWg(E?phTs!1)Mg=%G9qH zGI~q)+tB}YL3kNO1WAfQ$Jm`FZ4b>UEQ`{08el*%m@F)GPHJXD#vr!mKy%ceDNopy zgg5XwWO9@2%lkAEvg?myBJKuy-GIO2&@Z)=FsXFT9KO`Yf?2hKN*J*}(~dHK)g$TY zDAEhz;eM@9XF*8Ls4&%Y+*z5DXOsm>(uX`q!i(lwZ$^znUzTDQ({eCJ0|?r~0^O>} zkr0QM@N+6_@kR&bgY*qTD`;am;o zMA^W4WVZoMi3^Mk!X$OL+ZRB%zvA8^7dTCS8m zI4>_Pj#f?Ayanw8{hdMc^Zb*wrMEv3GluCR8Jdi_dZr$ni-@(T!bOa&(}avZm``7Y zhm;#_fMZ2{_z^Iz#6+n2VHxiX71$|d>3eoxZh;tH$kEPKH+TlBq7h=h5ZP1<%Cf}t zgUe$8tN5V)J_q7b@`a;1q#%0V7GntbF_TRQyFK~s)gQ<_D{%mTXa*izf)fzOr^Zwg zeKiZM80x}rTK8#;v%x0U!@v#8M+Bb+SjKKz?}ySN*LU#c=5?K)gp9fhOyGRNzbu%9 z`yC--u@S(ORY}s$ttcJMTm=|+ku4UWXp+{J`CuOuu6KR-N%j;#)c{j*MW=-^qX?EL z_RUCqyGcX9*b}%#Ofe84rzAZb7}=a>9a5LT3Z~K&jBf?-xYX;JL z&co_ZFVcA)?JYM4ly$HOWluxmYzKQ=;q(f4PEzP1_5h$Fj27Dj4~pMY`3>BhGwmK#Aq{J*}wDO)jBI@qJLDO7$ zQUknBJFq!3;1P8J85krjO0AD0Lg=R1L5Vq1Gh%fM4MZX+*&asCb|z+dWTwX24Ny2uWaadq-QIg>Lz8EBVnbsA6mab~@r9zZ0TUD-n zK>(^M|5ao9=;GE zga%G9d*%GC*Ut$KC!tjzTy*~5E)OIdUWoS*->2L7KojJQt~l(Ej(Bu8SP@hRg7`pp`p)FC`_dVnauGa5(p1QUhhT(OL8fZRe{xC4r|gP8&ON;Z#C;OJxvc72Ieb{PVCm^4 z5Yi3g(HguEwCO&Z|DzO))9^5_RFLNv_7fdsaYVY1jO!0ERazV!d|b&6sDtMetgCq7 zYY1S2XllzAlb!0%Pxx=9b|#Bz7-mBkrWog+zX)um z#|zyNoHIOkApC`(6Tl3=fxJN%0XyFOK+~VKavPd{2tZ3H zaOhA^lO>*n>n#O0GFE^50Fd(2l=GZeEf@>zl`udB2*bA?U97YI=1_a3q}v>DKC|hi ze%mf%oEXgV=Af?WugI&=5_B=eLWx_D+0DN7M(3w~57a@jvtlf?d`1_M{8#h>9MtFa zOLL+&LET4KHL96}BLox%ea39{aqyV9L0C;S0|ONL{GM)>0+GM4!xzm8C|Nak$7}WL z4-b6Xzy$(QBrpg+;7)_0ftg9Nk!r2KN#lMqaBGV2h$QeqS`8h(<(N1dq{N_(yRjTH zo=Zj$Nm^TgUT(8mjlKjcO2h4BeEo>(5_2hBjF{YjZLw&XXiwnUJjC?1rD z^QQH+Q9vwbTHR04s`a|p2Ik4AcwWO-frKE=l0(cr^ikFsGKPjt%y**z(m-s598D82 z>@Nck53DsbVHBYr=w3ygBBOk{8jwQmD{4!i04W!l)X~pS>L29-jmMoX`lD?6Rw2Ek zxU)B4pP8YoHokTREB2useU-Gc=g&?$#C$usz$n8uc%wwJ`2zN~terG@4c^66jQgko z^Pb&d_jZ)9+y^{1wkF`KIrfZQ_0$&j`T1wwoZo|OMvq2OmL77R9@?h7&I!0NcY39C zcvs0&-=^mCDavhbbkX)oUyvU8Os}TP)Hyc84Wryt+h!WL|1z;3q{?9l8LtA9Is-6a zy|Os_IfNTT-vC9M;a(P@We{$H$d8|3(6ambQM`$026&@hS1(Ab-=bx`XvT&y_Lx{usV zXI^5Eem=eOS}XhE-}yncG~Xq01oG1!0`4+{OrZ7mH1wCoG!Ke=(2NcAs;Z!9SVEco zNu73D%ATCgvw#|%^@pzJ;AMC71NRo(ViZD!{*WX?Ch0s+%uKP<3Rz#veOw7HjRAyS zPSOb~v?e@|>#6}~G8UfK3b+?R(9+|1{M~8pERDo>d>;*F;DR{uwC~LbqKoj*jXo*7 z3ZzE~91Vgdp(TnEdB!kk*RhZwx{&@u8Aetf1LvUYCt2ZXP<6ZsdB`Iv*;-CV15-4= zmO%C43FEUO%>9I;Mn4NxsAK%Ke6U`KfEFy#BAyg_b%r2z(tcFIAHF$gdRJw0j4AK0~g z{jygwv)3sc3QQa7qqJU`18|V=Xn}fE?#MGA7|kp@esrak3lpRe*hdMJy0ZDy2#_}j zGu6^AQ66OuJ;3hPMbNyWp(G5D)z8qV57=d9%7;y!fo_5Yyk`kRDnFf8m~MekEr|A4Ko2D)0O>7f1kckpV`}j_Dr%`9#@Z>b zfIoEMQn0SAwTp(mt9t*!JcWIl0lDyvRVv?Sk3efn)Y=kp8XtY402_c5b*i(d z%d#5Nr}N}$lrU?=DLnQTII1xqr>V4bT#4sEX4!+0F@#8gF8QRBrzy8!rmO_qzR1E? zpA7xj+}hox8hVH0mgE?VUOK1x?N^Yo6je^?P;_Fz(s(>^e|3fk zM(MJ0C-v#DqX52_!*B*+QD#EOWiI+E*pHiUJFHlUSGRw!>izhbR^v$UCf86+ld3`t zcdMS&%;M`Ty|=gVt;aHz#{X$Li66m{dn>raB;&_L%WqFSn>Q4>DllsUI{{{VJE2m)=~~B>4|ruItUr z1zjo>)biRB7$5)ql9|m!Lx500)aPMiMa6T7l=4_eN-(>&fcnJoniGKwERV*HrY^ znSV%TO3_C@v{&NgU{U;19pOd845oA|xB;|P zMU9QA$rlkZIC^CFpW%fPefmqd6a1rkKs2j6U6x&3&Okv$W+r52LDKpG=3mEK~1}NkrhL~)nNI|GmhoHeRj4X_1*1-j1xsR&%IBt-r@6Z^4pDwOF zKuffG#J3?gA{P?Cs%;_IcPv0;13vpIpY;p&kQlXc^nz*twRQj&I%*egA+g9^*Bk(Y zda=ZnkjE&8Y=MZnsHvv#7e-tiEy+jqNiW14MC!9kAx3!@))4byJOj5}8yv9a@8MS| zemEF6YCP^Tnu54s-IG>mVFSZ>El(6+%BU&gJeWwK^v3$<7reN)37kmR`w(EL7EsF+ z4&x1zP^h1SZ!Q5ff_ao9oYdkjGckyp+CqMYzym+@GzgDyU zx2v`{`XFA)I1rg9MBD)5FKY0h?tAbZSg3oDjAx=DCbE$gE`p@sNezJZd0jEDl?>GA ziT9XHlO5^x;~Ah{J%s>Z%vQxu;u6Q()MWPm8*9D9x)Lw#>wzqohoJ36es769vbI1{ z--JoaxqqG}i8Fqy>yYqX}Ou7}_m?nyr2c_$hts<|LV71(YH_G%XE& z_YTA$KwB7#x(eO!lV`;=0ladeCedNEQi~+9etpQ$Wq0H58gWl)TzfDS-o|O5g0nv9 zfDPy+ivARbmv8TXH z`MP#*wc`}Oi4>~NGd#YNWV6YTO%mbYV3zOyC>5|E81=wZeTU>D;h~hPp4zD*d=IRz zXc-(2_O@?;6FeWh6&^NS;M#n`C^;m>?XtCEe!Zb(RgWZ&GL!4hO=@}4^C<6PsbktG z0Jt)iWkZVc&PG00=>FaPfOT&kd^MlgmD9s0dfjuwG8d57w)Y`QX2PY znZD)_Rv-Ii0R~n_PSFY5#=vn?43wd+lxMy1j(QnziS@T~@Qo#jIu)HCrW^#jMpt_o zlis6+tKb2?X7-x6{n*w~n9^Z<{ZDC-tDF=|}vrB!6wQ1lIOQ3&+slUx5vDxfb<8Ome0k;$|_Uwb!q`!Zs z>HWHqGw5hgeTt6DL@~=crrl$F)6IzMnb%BsxI1x(VB6}5O}bq>@Y-4mdUT#*VVTns zoM0abuO$-v_*>r-2prMu6}5zmneXg})mzD#q|6E>F{=#dd6h?in@K9ffp-3LHPL-* z>Jz=Zru9Y@$J9*wjNjY#WkGLgOZI26tcSq6GO65%ro$zc^q7u3shIQR{i7t+3JDu( zrV{`@h4JbA&58J<=7r9cQq{!v+xtS~e`rO%Aeg#W2hy!C5%y7Y7$<*F@4{m<+EU`) z8)pff8?ULuEx2!=r`IkX%-z_MPlDc=R8h3ja+@YA7O_S9O>JwlX2zD7V^5 zc){Q_qhvPlw=lxefCVDC{6HKGVzb&ol6gi|rPlppAiaAmj~8~GUyO0z1d{d+t$wZb zzeKddfY(yhY^TZ$%y8_yILgl85rukU8uUUF6q`YTt0zFoP;KqLOqT`h^qpKFzycey zQwhJ6EflaY&adj9V>p`UP&g{r^*O+1ShFJt*N)7CkUT;k1WA&k8BDr}vl4D94N!eW zOY#YVy>%+!yD&B-;y{XRKLw%X))ChVWxE6Q2WPcFkcr=e@fd*RTsu%z@M2CyEtQ+$ zFEzG*L>#0M01enjg>KY>Qf|`&P5}R-g;F>2D%>p4(;}wg%DB$oyAmAEB>^=B4_vjz z(Ktbp+%?@Mvr$Mn;KBrp=3dTR2AAM}GK_ZS75p|BV~GNLFK@D_)6iR?m@`2;Kb`;1 zX+d6l1RZM@1HqEiM_?qA&kJ|ohZfDgbp%NIUzgx`mqBxOtgI5qozK7|yaX2PDUd3v zAk{-GqBkMjPNPnp1i7S#1564#e$cnOiQBn_d?bLIhYHt)6-WFrTP%FC4I~iAzFL2Q zWDa{UkdXzY9)Gp0I!LtztDX21u{Pcw~cJX8_W%LF*V6U@{A(IW|TdP%8BiT3(n z@;wJsP#Cm0ize8air-!n1~3E4#IXXX=55GO1%U6lLd2;yL#H|pP|hwDhs)3l+fsPd zCqY$zfcsqWG0h9;UFOelC%|muIVh!y=T44#tEiA(C>U^rpp-!q>`b{ZA?36YJ}y=c zD0*-t5l0Wb>yIzwRV@O+$XF^4IJzGW)Q{5u5IDK!Il!2%k2`~wFVPmNd{&nhgY?F9Dr zNAV;GQV4SSD+U+r!yeNH*4}5utX@JQ@JY(iYa{XenRr_u4_K~DHi67Qhg`A3_P2pI zF9krocA=+P@HL_c6Cg)Cx(c)Jy-9cV=Ivyeq<0s~VBVdP4hEGM$7*!(JP#^Yk3ZW) z)k|U+`7XhgWgr8u>mbz&qJBqgvV`+36aU>ms%6j<8Pnjlb8ZjtkF$c-|JuT4(k366 z5o@&^I3btY=229rO+>gKY1{{$*Ei3rwBVs>XBUvr zSa$m;`CWf@W?EnI!gbVx2g$b>xUP8d58&g0yI>4^4JT>xhCfe;0%;ipZadW6-11h4 zZ43bBm5vNXDZedEz-`6l2Qhb%oziZ+wrZ&CaUN2IKR#V=^lltBt14J`4QaGiC?(LE z?QXCBR%SzPKSrtb?gJbo_Wy9KZ!Dm2!bVtvd?vxY4LLjsnVP9#K9&`d!Qjb8fU`&g6m@#U0Ivx|bic^=d7 zqCRM%wK0`Yzr*U@Y8{fJUBSm|dQ5~4uDS@p}g z1lG5+KJ(!=cVD4^*nW>79b znZMN2|2dTY45eo252aSX^<{Qa-dlSotW(36F&c+e~PB=-o=`Uz>wfvqj=nE;qbDpfgoc z_mxIEAC!`zjM*4g`M**YazFKJJbu4BU^Iz-s0st8_v|<;D?SL?cR=DU9{>|6aE{2J z@kS1Ro`cnkkSnL1Oa<~B8{l#uHmkr43+^OB^CwnCU~GQ|psgL~V-b1s&>_lq+#q6Y z8)ku~qcEec_d24DSGsLE<=2J7Lb)vg#R|(*StgoS64&uP=k|mKpraq)rWs5w zf@GxnUv|RIGOcqtjj1mvGhkr|wFFj35hn5qk5|#e-8QV>nddf6 zW28J0mGzU62@1XlP|tp+d)_lynqIKC8V#zep^68o$~zkF=a(QSN!*3ZfNp3^%2_0X zJ}4UGnH#BRF{y8IO=zh-!eDNGv*vmspaHw(1Jp0(EU^eDx zzW-8e4cJGUpWp^NQnppgXXks4djodDh=4%=b=??Pp%Wt91wTsXF4zy29cgWfM>}z+ z(vcCYSkUJyA;T3KBpR~jbP;`?Q)Pi#|fLUOr4DK6klk^G~7bZVOFW3E+&BJ z4haeQCK!B`^3<_n(ZoZsVD%9Mp9z<$ZCIKn$Wkd=Ne0js?tWFxmZ z7M}7MITpI8@Q?r26p9YV(n4IBvx?+3E^?@=tIWP1Zh|C1Ozt~b1ngibDE;S6YAa## zl}hG>!ye#XYi=Ao4=QTVA*d7FJwfM&n`9OL&`!k&R$snDPRyzZx<~1Ytz<}5Cx%|_ zWI<*-N2vl8CCDD-NFHL)MDK%IS*ue-V6gqy*YY<}eX&Vh{aA*KA!EQzZchqoK;E4DqK{eycCegFC>1Il z_??a|j+iPjP^{{OgaHgs@5Z-wn((WYdQCz5a5`22?t^>N6;KZv?}>s*Ms|<_1_TV^ zEbLCJv!fxa)6_8W=DH~`NL#faEk`KLbMG;zCu!Q1wUOZ;ES5&AKpQV?TtZI1!OLOA zlir+pa~lCr@HtoN=c;DYK7R}g7glW&bhdnsD=~=P+yKoG@#BiK+GD3G%c?gY&^q$< z3SdnRd0$uVhBSSPY}f=d#413z4zRho9l}9I7(@b0-Ex9;!1F_YV%d~u098u_fY%JqCOViF zAJ_^Xdf$*oaOUjeaA8#PqPGzk^BObY%~9)qe74F5$LL&Wo)o6*+n8C=ma5UcW5bxv z#5EcN6PIGJVbBoZ-;l&whU*z*}01u(3Mj$0X`}jVx$cH2@hvb z`UCc^I?}8K(8-y1Y{f7o!NqQ%OA!@FZ zc(e&>P$yT03?)lO1riB>p$S!9S)2QhUt#Vo5a}vNFUmRt1W10O3Yv(!i*b5TRH|b} zXT<`ael;EbVSfnF0}s3cOxPDGAvNtvLAm%#W$(BDWx`(>H_awJ9@ECtkwZ^FY{uUgY8*nG%Jc`EeXh(9KhA* z&0j&d1X;LnUC=p56PN~4^%3R+E~%gz_^J+c4$}B?I@e)dHyL_h97|sJxn4Q2WN-oG z>9e*|sLue<^i`bEIna)G-9rcbOjbaDNGNSE^}JA+`8~>13C_zzMA!fV#(@7U4(2rR zy|>tEX>~|10~aE)RPgLS&I39Cvb|i7!nxSzWQ>6tEK{7>NA7;`W)1%Vvwnzhp)cpH7iS-=6va!+ zgr(CIjq-P^fikx(Y=Lu@WYbJO;saYcyh#KggB{*h0w(0xPcS9y*i+d7C`dc>vR7@Q(gmDJgAtEJ(E?gumc1LENV~CYk{)%6zXAY#0}{XjNl~Ikl9@n zVw5CVX9UjA?!5v+vj>h8vBNIDlS_yR(~#Ll;N#8)#e-Y3Wcb10LwzGB4P5LByeKi0 z4yHdCV*}+`vY_QPkfa-a0q5Y6o2YtL-VlJ$M%QsD0T`p(c|ccxy#<53Us#~y9)yRe zxCfg;dcHRU_k1U|Rt@;=n6L(7Ugu$8ThXu_yGaKtTs-rTac{p zjsg{1E(}TM)%6Q7yqld`um~$-sWjfCZJz*Wiyv@uufRNcCK*JaTk}_W4VPKpRp4N; zC|lh=`Rp=SLP2+A1NtWxIqElHY#8-lefQixfC2bmH2|sgr~-+@46Y+`pI^`^$g{Ay zRcLSvy@zQU=r~mnVo^Ntw%)9;87(xdP)8L`=nVAsLzh$cr;2-hWKC+lB;Frsm5R@A z%_4y+NOS=Vy=Z=axpqx`@*a*FNw!6A)E@0p_TsVk&}%7g)r!JPgt`m}M{~*`!Tdj5 zy=OoU?E606-cu=!I}H*gX=`a4h2o*oP)b`uQ=y?L4Wp@4L^L&&NRw_ViZo~{l_q5r z;eT8{-`|`6i|3`My6@{cuk$?C87PALW~N4CbaG=phMQK>1v)wnR)j_R=r2aPyD1hCH-T%XJ3n9Cu>;eA-5dBR;~Z|GnX8b&B@nFj?~#1 z$BQmEvu(w^JpR3YfT%oCXD*X|rHs;cw0G^FwtJ_e`f})*xhB_?R?wQnnfv(SzUq@VDj1!cf#exRd3qAGBYla7*GSEayT1te9Bbj#WLYTv zzN~~R09A#`&5(@EIQG^AtCI2jF5)BmhS-{cspoEYg8V=pS4YvgZOwDcvVoB@KlMvr z-ZPIn<9nznHu?+{5^?a4!x!g>3=gBt_*zJN@!=+1;OVTxuTVXY8%v_wR+8#0UVrHK zqq@I;GF0dQu-NFoD0CQ(r`FjYU4k|`2|;-Xl*Y+{6MwN<3?2u6r=vSy{c8qr1$qYn|RA7yFcoC9$&;K%UJO5qWTGVQMfs!qTha z_S%qGy3*kNnF8#24I;0M&7B-t41`MHlX3z++-LC=2uE}CKj6_6mg`-MHsMD1 zAcDXy=&THQl+-#K>y^*V=QK|B|V7*$;Y%_7@dlKV%de6z8K?cA+9wi1N+! zKRht4Wo!s@F<&Ga9Qy>UnxJ4|_;PX@Lf=mP8GWVC-apdV3P_CaC5BBx?enJtan?RL z`m&y4{x#g=89dWzn>*)Hh=S94tO)J&-4@sXd10-RfEt=0GtVdh7meNO>$UX+Vq zcF(u269LW5v8vy%J6kWDj&CCw&@m^!M)AFaFD|P1P{UdnDBfP#4>fuC%#R)FRvUoB zwlrjz^`^8!fccy}%lZPi4)qxvriru|u{znOBrWd!w+r<+=RF>MyIWy=W8kwtz8)?6 zKfkPUfd@WDMUQSdD?|j4ppt*kP~K-@b?a|0F`IUs>6K<35-nP}q(HwXd z03`R^fKhkKOC@SG@X9RD_Yc}<0y+NvW#NZVV-Jy74pfo&SWt&fNGL*vBJaQtWvzK8 z-TETDVj9K+n*AOQr&_Jl69_Mq9zch3>GE)cpl>PYT?#5qjD?jxHl&Gl1B8 z@>(soMuIl^_pPUZaPr>1a?mvs7;g0SYcNeJtpZZWx8ZzrZVZTs=NKM*eYYv ze)8$kg->uYD;{l*u3uk`Zy4P&rDoaQYHvW!z=Q2Q?4>UKj3uWDXT>2q%4IneFY|M< zyC~x-${L9thR!NQ&@P}s%iu{am~g@*6G@?b-M<{b_N>Fb@MJRgNI zvZrre@U0$iS!HTko$bSw?2m*VB-(i&2@wu(brMVmgzaYk;!k$V=Rrx?&ev$LI1`Qe z&uxLZo5VgRL3*K4`64b_Cb$3fK>-!@>))X0*>3(uVw2&)oN3$TM$45AyKhLPfnb7J&`OmC3dyxtzR35 zO(xRNsDLLuSn)tjF}DuM)5lGtBBk=Jdux0>Y;`Vb1T5Kg*wbRbyK|%|d}3h3$PeID zN6U!dXb$GzU@~F)b%W;kHvjH%V7Zs$!LATmdKAshg#Qhli^t5rHDp`!I)~V!j4yQV zSo>)WVovYf9SE_ihG&{kt?$1ueb_a3ZeL<8xMkJy)x%J4UnAOWbmh)09K=0_ES%f# zA^v$2Vn7U`8DR@~iyVp-rT;BLT`rv8WOx?YyY$nmC4->c-AiOI$2H*Lpw6**-1YR< znvdk5eND&6=E}ppiwDy{zy}*4JHpZz3mc5v;eh!zax`d3#-2mw(A4+hGJc)!FUuN4 z{tnT2NMdHbn>1dvQQFFS@3}pp;9cZB4~RF@?}DQ%#1CXa#fLf0veG zk;&oPl)Q5YYIu;{qyKfp>;IT4D4Am0q8m~H?&0v@MoDPR*25{=wKe%A8gPZ3cL9P} z0H!p_-W&Ed`zT7=&$map`@yug{TswC2wSEKT|n~KWY7P^>kD==7sCoON%mmXN!#dp z&YHwk=3_b6`I0v_p~YQUb%;Bzd&1s zgEKRToCU+GjpzzAgTmQBKPCA$Ej-7^>QSV$69O*P6g_Qa$y1j|;B_mXRjJ&z+=(4d z4a8Bsq17H}6d^b;?LI`hjvXOqoWDBpzQbSm$>Nq{$>GY~gw~RPcII$v2pMv@B^TuL zU4Ed=crJ3{vBboy8$D;YJXy*Go&P09TFH<0w0Q_Tg_XVb&|*nm&cr>Xie+; z+`KL^n)WA!ngPAYw6=N!F4mulfWm ztY!ovu>HQ*aLnBc9Z+_JRWnegUFfpE6;vkZ6D9fYGkD_qaLwa4r?xjdwI#?yWD+!c z8=zKOfP&r4PhFUHBpAb$$};|(c3DHh^_w^pwh%f{Y4E97H4$Ght>as_)BZb8(gp`f zKQQ*By}WCF(>U?NQpktz@GhWn8)L0bX`DZbF~v6sWnI`ZLB{mE#5BS~Dg6S~1{Y@` z=$+id?W_zPrf_wFzDvnz!Qg*h0&eHQty{y6zNv1QdtX)Jmu(;&$Eemj`SrMVV%o%| z8Ixm4tE+*}AZs=WWqZyK!Uik2SGr1$kPt{If(*hwYWR3cU~} z^ms~TpNVh)U(hp(B7MvX?~B;siNE-edRDVzT6@IgVA+z zmhBMuBPQxt`i`SzEs*8dFO!nZ$Dh82+Hf6M)oUqsXLhB$_~1ZUQ~MS_{o7G?Tko5a zSLoIToqPw?pT^am{MhYBd~|(#g2w!Z*za9P8DLVam}8C@+|#$RGt#G zF&t8wooGpvWg<0HZv-#I@NfEW^6tQ-cT++X>30t=Q*RIf z_LE<8nw&Kej3yu85b%0HXW!?(lk=^&c4XefztAXO64IjV(cPvctFa4uJcsgcYll9)0=kJ&0(7b!bUXksM+o2ti`6hDJP#+@&hI5E6S(=-)pC zN(jkt_pFuX6t2W%Q|$Yas+eaV(@t%Myh=UL{&o+SQWePD?sy~hyF5^}KVJH9F`W|c zdD17XX<`4gdOxVT_GC~K30(+=lHQZP4ukqNFx*p%IiH5=>aso;F^BohMXs-1stOVE zA4}kQeC}`um%cmGNd%ZGv9Xy9eg1JYZMxEEPp%O|5=-WiGDx;xk`B6%-hU+Hyv z1?#wRvE=_tv@3CJn|kK~>rJ4@ksHff(3lQ}FmI9Ou6EmTXb>A4l(PlX^QqPJrq^ft z%6AZr8)8`A9t)nlJRMUnk#vX9t4v4<=-K=I;~k@?aW3a!@81_bdwWnhy{3PaRO=kHm)*x12F>m$=5o@WT+uBR>kIC9(;kGTt7c( zcowRl*uJUbH@8Zp&YvYmAw{R?xu&Q5VRrd@E{Lq}H$@=&Zg%>pD79b(>Q@fWRqjy;Aw5 zZ2~6F_kEJ7JtM;0J)x-US3p#`J9|LS-BwPkr~Ei_;OfooO!vY*{Ng?NZv-wiN|wtu zWU6_-gFpSium)Y#drS8^wEf;g8~Bp^Ka<0j{318VGe9hf^&PR{D2ay+$q_)+We32f z^~l-ow&Lnq{bfCR9QMZ@%|Cdw9>gAP3HhDc2N4vt$&iQ6n(Ap>r0F@DE7E%OzNkR? z$NZp(3A~*}hl%P>fGi~|GMwsZ>Tcxy^=*~cWrB^nWG{CC zK(c>e_^#^279!lUeo2xG#qQ8tVZ{I`)@s3HexbVZS>~f`O+l|)nE7SNs}^K*Gdo`* z?BlA`fdKIJPMGM=gie^4?7m;fY9$(C%6ztxjc%^7nK1I% zCBmD;sM1#?r`c7}tUUqB)kjmZR7;?TE5uZXVZNh3GMXx+BUJ4HSyVSgcXpMglm2kM z`%r?2oZM;sBEBO>DZ>u%o;dT<*m4xT+vvJA{$m3=x^1aTda9J<9*O8ET}qf=NR2l& z#Q4q$(bHS$NyK4^T_itD15^DV)w)s)v>ztu{FM28Td>EV`g_x5tAdM)yyi|hj>^Ka zbkbis@-%W2e`_KFhyYw(qlf8ip&7VN^pjo1#8BC-$jUX)l(?GrF;&66KBC)-L(SE) z%JX~x{j@VL&-L;q*7~XcE~I5s<+j0dN+Q$wZN=^5*So;Es~BV`VvzlEo$x*+dajbD zD_zln$EN1e;dB7(ohJ>6n3@P#+IgNaFw}JMK}d6l&fiis)|g*C5oXn)nMr)oJG0UpRWQf63w^fFbx2|}n~gSDO;4nw+k)^& zoS1&&@0+eQaqc{(kqeKOJkbv#cqi+dS`5_5tU8J+ld0p0WsdM82(H9VfrqXt&IDa<^0nibT-k|8}i^fxEK zJ5Ni~3i)dtNi5Mz$jp*mu#9dsyrX%m>k3+xTOI3ZL#WH<(-E1O|D+?i|p%+_bI;$s;^L-e)OOoYFoe=}USfMlJtBr2xw zcA|v}ngIuJ%dxAn$xzNhkS9q^_Y@U?MCD6$(=073&1PdJ#o5x`9EoS6p2rT$7Dh+I z@xBEB+Q#G6v@HFMH~RDr#FFP2;t?sJEccnd0CF3KM?g&qHR@50*9k~}eB)mJtky%< zT}TKi~pt3XnSxNqLP%FEVP znmvE*FS3TD``$&C{^{R<*N82002>PK`rvWF!Xg)>AmrMv6X6Y-@# zbiSUwkrDh>D{hc#eyPuN_nr(!V`Grl9}yAN<2bTo?O75w3u%JVJ&O`AW8x%KyV*i^ zOew9}d}_C$;RUN8*=gc*{<*r4V?%EK1+Q4r1(uh>6fAsB+Z7F8*?50Kp`^Xj!e`WoB($Bar4c2=TMC z-k_n)yHo{u{^TkkL2g;@VxMdP*4j~w38uK(wo zNT}c62gU8=8n<48%-$!D7E0Q#`#c2`%Vb$S z#4)?zk-v4M?i>lUTV#_Q;>FloJ74y)5^CWjTwtSnRuKc>?LW4w4PAxdynK$5v=-RK z4tt>(l$G%B5QX`A_8{s+X%*4wLC>7DoqeNsOPprxCQvDl0N^xvn)~>}AP+3$EMtMRfbf@|ma%*b)q|%Gt!U4Ps{ATz4XO|Zs=|N1D z$Vhov&m^{OX*3ykqhYTYrzDTaLv9TG|C4{6lp#Ov_SyxM3{==;f=I}{!o>B89-*3y zto>FLD%4fxBS7?oOE;QjhXfCg%vzl)CF-N@r(XH#Qo1;7s;nI8DuNCDQ%i+ z|A0=Xg)0BoIDBLOqQkM(!}Cxh+(ENj*Bs!}*<2u|6&L&4eN-GEr_q7Z#Qk*zh)*j?$bh!uGTOX^h|pEnCX++Qv3CCH=P`s?m2e$SC7ou2ab`1 zF-M3;ITV-o95wA| z5Lb|?Ju2_q7V<{N>#EfI<#?))rK&UIEQz;O%X;kmMLX5dSYVCflv#!X^avQ-`Py%@ zZ*+ybTlFrMesCbuN7bu8UrlFek>ya1mxWWf-xD?y2Z(NN$sU`*{JCXwjN{M^C6~Qt zZ}3)2&G#U(g-Gz?lRQJ8X;yzph|}<$qGBEgg-OT|m|e>8`kp5@xnULGKNy&hk6?z@ zze&^A6?_E^s`~?5*w%d4COw+P^rW*q##g?60g_vHX|`o1CzC$_abLrTC|FKO zhLUSB2gRw-LiYj}bo1Mi{81_&tcxaDcQ?c|HPewwpVoo$s}>|?ut!PmA|Y4$_-N)e zv)EbFUrQ)Boj2>cpMFr>WL1ZX$d40~*`h-E;k}4nqBusZru#tkK}{gPFw{zMS&tn? z8Y9SDOks|?qFTcP_KHdt51c=CY#>wT?BVjv!ZuADnMi?RBQx){JoS3FR|jtID)@!m z%8DEYx>E$Da^|t($tHYXcmH8%>73u7&DdT3De>f0ygQ4#%k16oH=ZxNGT+cTV8~Aw zl6w8V7yvTGS7!e;OemcHvr^B>R(N^pb>78zDf)KP#1S^vm9U=^`PX(DcCIbyKg*Ha z3b5ItMcqCsS^9Uk^@-=G&Fk>`ygph7I-(9KhR!Pw4U@IpAO)*2T$T7SMr7ZDSN_4M zyg=x{lSl|uxzA=-X(S@DXi41U0uA+pr@owR^1x&%zktd;^C7ODuL1U-6p~jt#ytae_(?e_b%W0b*wQO@JKNA>(a0w8JkG~x*Jwe-3)z8*~`$G3^F=v+a+ zYn)6brb&ZwLb4~czl=y3@L&*UVi^v zGSQ?Smt61~JY{<9SthrBDVNge5cW}|B2D*lnFtY9+L6BqU{fI)PU>GI6an!pY!$=< zn=dG3I2Yovnj!AKjU19dYOY^?%pP`6rYI~u{ChS)Qe*VnxFMW2bvQQ0aXIrJ>JxH4#9lZ8cn+~yBIIlZHE3nEZxe`%cGSs$B=w+Du z6|$`*?8iI84&OB_zF^8-aF;fa+vm!&vR-r^Q+sr@V17Jvyc!Jd=7z=)N>b2>Rve8r zysW-K7|<6QnAaNq{KN501_rep*+LrG`#g^y`Fy(U#g{ZcD)cUDM6z}2rE1`U)A60W zHmE8U!<+4Q@w4&ZwfKAAd3jcF0d^k?$hofhwHw;XU;Ub$9~Dv$xl_fLdFV5I z*D9V${1WbAEUOt6tyKVqge3aZ?xR8V z68R=d#=`&ld;WtRDgiK;!sh^ivvAwRLL}-e#|+y-B|y@dYW5gDf#`g#MX9|WQOv}5 z=CKt04kyx6^n(!taJ{WqLVVi3lkU+`3HB(#MSd${{))H?JuE7k&qZ)J%W8B{KYl)%q=J$g@wmmx+3moCosoQ`; zcR@guhj&}iXVQ%D>sVp-{PEO%u=79nXiNAc6rqQnX_HGWf)vYOv}}K3K$8$1EJ*L)sf(^yC4d=7 ze+sliQ|jxgmx%}M$>8b@4Cv-LVaiAbK`^z1IqRL)Fq*jTv;a0C#cQQwr2s>a5cqS$ z6s@H9G5>|JT}84PSl2tdD*DGZ4TIk{PChik6!GbytoB`5Zy>TMa`gNi2W8`bnijw* z{;P_i2IUlX0u!L0-k1AHT+s#Y-B$#taX;n(^L;j~YjJw@@)fm=Is-j7+aWWOuF^6O1!X=0uaeHo7^O>vi=Cd{%atx-M)R=?X?r2}^N%Y7EHKboP?v8~(v)MBy_}g0xVP)rWsib*5 zsWcoEMpZFG&Q9oBnfzw_7#WrkeU>LQqV82Y5SAqZG|nv1@bl%A7y5{lq|ZtpZ;~r;~6!V z^2z}_+Bi08W~U3?qra zv0t?mlqu3*o&E3%rKYluY&eiTN(i^KONXj-m(aVC1)NIOPZ((jadXl($8K8U=+Gu& z-kJe4=AXbQ#>dE<(G~1PVV@2Zfit3@LDNE6yK$M5^IqX;KItooy`dUKHZewHnK*dP zNB|R2f0W?KCOT$7g6)c4(N{Yd@L~#&9qf2GmzQGqdMlm3zoaQtINx3UWiiGX&P_OkIL{UCQ0|1@5HnzlcVWX`lSjL>oW z2FY34g-X5yVpnVBJLer=nymiwG=$m?oxHx}Ie~PJipHQ_sW|-f9O?5z^^_l!E=J5S zb?M#1@I*|knsd2}66K0o+zmDOV5wlqd_{ck5t3}HK1() zh9udp1me#kyUbtD@Mf|sAv6G1+d%fLPd9VGRJ#7A)4fFLGGf_x=0z}UPLDv_ z=LI>Z`fP*ymH!E~P7vK7F|~T}nSYHK@@JTba5Vot%u%m*W#cKB_H!DxjE`Jxc{V~< z%zX&kWFWCO91O#4n1qIbv(Pt+UHg~ZZf~G-T|J#qBH*6m1O^HC2Odu`s4MK#1@Z)ktZz=W$4WII-C!b~VSsL)s$P)$q3;PEF9goFp}O!T{SO#d;<2Fdek$jq2+yOeQM%dE9^&{ssr4afYgqb!@I z6#MhlCI_|J4{u`suA%zpfsMe8yl=}6LNbb6TJ2Bd{9*0ckCIv+DPhj3_vr8M`Sb5g z>CJ9%SDrq(xHBuFt%k&RwNT^Jbk3f!FWQZL?s%Es4rd-*N zYuZv}e}K>MLgylqyOW=*2Kx8TFKI+F{zxqB_i8e&wT&`Ks=8RPmT zwDC2RgFF?};1>Vr(1aP`rgZ*Q!(nJVx~-CNyAq2sU()$AFp+;1X3*18M@ZjeAO*tB zr&Z*hKK;VfW3ZC}40{urhDgsal>1L>D6@qbuS&%SYH-K&yvETe(Z)U*rBi|a_;3rm z$(uy0DmYrvXT`>esO|O09-;gGf7w-&a>`jh*0Y$^A|gUV=k$2oImYv>{UbqM2vbIU zf{Oc9WNE+j479`W>l1kSV1__wI)r6YPx8Z_>o7#i1tcUo?9Pg~EsoQ`JtK}tr}-CH zYm@6Jxp0J9{R^nW7@SyL$9*!4#|Ho#`My7>5O{i~cPl2Yc*0u)N4!|SufYU|rwfkP0T+u!i?6RDrcr06Up!H&urv>&PLi)=|~INZO#gL|l5 zYzP6A*noZNH>A~izl8@J_OpMR%_e4Iju`hzo@#tH^&b;hdSRx~(`YuFzFHq%(xg1mD%2U)mpV#zy>rE^q&mX zObx$<%PL0DJM4epX+>BluN{ZTmK&k~eaqDSaMeeBqTfry^ScdK_H;G1>C_ez)LE4) z>(-?{yg$`PqwyTqq}7w;XjuA{9e=NydH-4S4#=k^2ad0{I)GP#H8^{t*?;9dn~)24 zo#|3;?z4zE@n$4x+ zi-g`)N8{Q2`l+otu=C@$cZ#alq4TBoGdVTo%rJ-jE)F@Jba1rC-6nMU7G!i(z`nj2 z(ftXbn%g^&8~$%-IGLS^E$HzEVImjE0@*c2d%>C) z3X-CqUNgCBX6y*no^a_ObeQdSvAe7HlFU5Z8wGpa#PvT74I3n~zoQX$cR5x6?FF99 zn=SqpBtX(R!aDQms~g)(8uXpU5RVSbpV^!5Gdj=I&7FB_hjK=TKOgq#DffbKW$K;} z$g(5ha_c}wXEU1^&$KjwexBN&bjSBybD6c%{=T*5oV2?=+}hC~sEo!wW>3%VO;M&# zH_a)Q6y71uA}W-6-9VRx&kwihOJD*`vZ7hTT!wVzSAjbT9Tb$F4SMfpiOe3u{~Szeu%ey(SJX*HYz{Cr$$2 z62e^4h+l#lXOQv$uc<490yq6QH10aYcp%iaqMyb+BG-zsCREbZ0-EVXwWVaB^cm*5 zJ!Zjm`6U7r&1WOy$9hX0&RiKOD9ljsIlIG8w1(|Ftfrr`WzYFdcip`?@e`7()Y{zb zLuh@}tjF9^#etkS+Z)RZU$B>aYwfPED(Q#8HWpckuHDGM zz=nI|`d3W&Fhfv_#B8&#w8IkS-I9CcW(Gb}4KYf`w_g`U)QU+i(0JMgZH;P8qR1_I zdK2Rd^m4hM7xNt5p^K-W6YLyy1Vi$5%@XcXh6^Pg9))e-mq#H$N|V9`jK?&tj`dN; zvpBb(2;2v!4^Kecc@%cK7U*G>N}|QE^l0r;?TFI1gYeqFP2U}A-bf;-9 zpWK2!X^pZ5Z)bUem!sa1O$@E-X(S^zX-x~O`!Na*6iY<^-(t(o-%dTCzw7A(fMsM= zS64xpnkt1m9a=I3I3HBEOmOb6ttyg_KWf8&r9b?I5=!Txg-wHtY(r6}ZSeHb)m4GO z&2R}8lpX<8HXaT4)$otiEBBEryEsJy1=_g}Di|^SzRteyIr(ks;NqrOwk4riJf_1F zm$5&xg_vl{`NjUhPvLTSYuHTR)ze?m0yd)ds%8+DH&I}pK40esG@G-D zpF+1x90NJ+W7@86Jm4d`%0~wj=&jp^H?JhV9S%dh;@bFGOL^AsACrNeC`k?d00GV5 zS8G5YIazvZ!;W~-nhV$+8ea3Cs{dU7cv?%Czj&pZ8WkdPvQ@HXov6x*BKc5$6&P&( z?dXa(cL~7vd-%YWXqmE(Nv1urg`-;OCfUs`aH{yezvjJHkCpeT?-C}(it<@7r!HAA zP{)Q&W(vKLB0hz~#=zyi#L|733!zunpx49c0S=&jhF&lo9^9R~Wdv$656a4B zvQ?kc9bLCB#&RSA`!n4Azmnpq`o9laX>NswtKXHE%k|?xo{1nODpF4q+JxtW*^(rZ z-xqn5XOcclV-gfxQ-O_?7yPEmAu$lQ4el-KU6&UOLYY1#ks>u(&(-3bhB zUmi>xC!FL`KR%r?u`HdLto<=~1;EBm7;b#Vv1>Zm0$fd{6J4)ICkZx*3w~4T&_s8F z$9vQoCGsCvEhDuvs*t}GOQSbI-RErIx6l5Qcv%8rk6=}~D1W47)gK%-iyQOs5p`e7 zf+T^Y>yjie%n4l+SmD|FJMr43U+O04oIU~sx&~WIx^_|uOde$Uv)FW@qsR-D#|T0r z>4S)Zo&eR|;@xrX*KCzD+w3$qotIvP;=zjN9*6O15Ta{>|T?7n@wzaEn#AeR%0Yn}%uR&2y`g zm!uLehKQwKC4n>|Oef2(+c5q(?P}(9LtzO7zV9yCB@)@>bD8^Q&5j*R9cp(mr#99mZD!x&t?OX9|$2d;1%}$`fTh51TmGiF;4nJ)=zE zP^9vt7Ezn_8~VI%YTpIsv@%1k^UW~AW~Tulq-ht29y=}vyVnLoZPTENPj z;-6fV{1S;Abe)BjyU9ef{15@WR0LVIC-20p^-m)(y{o#{(EC;TWh9DeR2*B>~NU?I3w0OC_M`_BbnF_Sqk4#Wo@b>>u2asfLcu zqv#IVVM12bRX$71Oe0EH$8AE%K6oT-VIRQ|Bp2wuEou1kuW+x}rEM*~msgwWN%1l` zbabYzyg`$yY)Qi6+^{LwFBD^G%12UsZ{V~~5rX5q2PNCeGcAi++6i=7i(ukg#=F;eKGc+Z9k zSFqUJbYLp`ViulBegA(uwu5KK<~QZDUPWg~=x#56L^XD?GqA^IA<8wP?^ARyPcQupWZEvcB-Ff4BYE|Q z^!_a0sL^$bIrl5JY6T4DMc02R1}cAMyNjOf-gSP}j)Ai2|MiOOkXRJ^t12u}Hn$;= z4^;W7yK);vU)`uHL}$ZIL)VQwoHuRT zgHnPd+3G>Ht(;AEhe=4IfI0Q7alx5_IX%}Jj1Wb$of7P=2Bkh1qFK}z|E|MVB}gPUJDsFB-56kW;P?KdrRLTr{c z3gyf4-&oeM^A0q=p|;NET=tk=i3jSTmI&831Hjh?$1l6?y0+<>^WV{>J^XJUkEh1g zQ?$QN((8#IsQY3J%$Q zD?z9yN+sg4!v6?hTZQX+t9}nAJ&F4o3@uFd)6;3Sx`r=5Z2h)t@Mo6&HreFnUTorO zU6Ev~TtRHh}RzUO;pMNyB#LkxBHb!YU@RgSGDz*VLG$ zo>~`E)59@0sIPg?%WY%uv2K3dTuL^eI`elph3jeljTG744#&v7 zkQiAx&M1fe=nkux`u0Z}f0_3v0M@!`LNzaAeJ*8LW@5AAFy*fwOdurnw1xW z)6(E#rBj^r=9)Bqk4+ksE9dpEY*x`8ee9fN zh$$z-Jp69ii18e&9X$KPR_P3f?a=km^^DY0jS<@ReI~@1EowLUAx83VNbW4jhq_OZ zAAa-?+66XoItKQkKFRatKA-k;c1iTIlk_Q)#)1>=lYyXPE}`W~ri4=h0#45)QYYe9 zA0lhcqbQ1h6GitIT5cs#&uw-@6hnz%P2)PmM4y}~eoQEh-$Bo%5-6ex4yvz++DVo{ zqjetPNJ^f#W?`2^G?zs*Ed3Gw+c@l^td>v>r&Z-A;jSt~8Z}K1kje7(!Xd0&6KVgv zrTGuTpRZroSMAn(YLiExT$mqq!KnkzC0}nZF^oyhYStz$+}P;>6#wn%T9uO@xOTGX zSy=Z%DrI+s#8VN^>96QqO{O^+)1CXou&@kZqfu27*Co@(nC>V2T+JMjB5Fi{rGY2F z=14#!dmI9Tf9PwA1S#cS*|1Ni^5ykoC^w3bvSBmGrm0It%Ipa4J45`y6rgI`yqBeh z$Fo7YfER|!?(oH^l~)MZ|Ms)7CeT3j8KM+hA`crHdWDqb1pkt1AUlS+ud&=lz}F1**!=-r*;tu#yZeLdDfox=yQF;5%l~fg zuMM(LqK9!z90oD_mTlX8M;aMx&9wk~dEI1J^qN`IydFCxuMc(lidmgV#v5q+s6Ce} zQdCF=QNR}EjIOS}Q0}}99baLe&%U4&Np7KW7m2Dt)!D#op2at&KW#50ue?!_ zh6r9$vCh4s=Fsr;4EkJ9Q8#wDMNrGOoUg}5mC(wmc^b%^fjmLr2Rt8G64J&~U^ zeKn&Q8;`8pDlo>JFLF9*xp=6`i z5Tdn<-p5j5@lx{0cT_Y zAkbY4%M0uiwrfeoIq--SUluG#mMqhzVQj-&W3dYe3^dV66WPhz(v8IJT^eeK3QC^b zjque;}>%|s`+>#axwmyVJi6(eWeLdSa+PUY-D7xhFzS2vg+g_XFj+2dUNUx54 z8DM($a>?Tjn6*y9BC+YSWy0tmXscl18QOs+i0($qO?2h)=-e|bs*Qor(f|E}zY#%U z=etpP>Tkp_u&z?a$mo~CG^{viS%Ch67$Z)_!h3RH%V8*Z}Ox0gNJ#&5RcHuNKB;*B0?CQHBb zNIv=(?T5|a^EXcrBJ9|CwUN?#f~q#`(w5a3^K8A$O?^c6v8Q>Fox+|&Pi(RF_dpg1hkjycP6rceDJ)^@rX4^Rf~P~6fQc;XWCLb$0Ib9h{b_T50<{JG4H& zl{D@nn!WX5!EyVT=Dfp0xb6`B-es1T>XJxwQhvH{KhI7O4-WWdPt;hfp#uP~g(nV7m z!}*hX3CFYq+B(EE{Y+y8HoIertLODHoZ&vjrLl}mK2`6He6KH`G}ne6YJiJfrvw-* z6}|R)!l7{6#(cKQ_2P8FZn0be#ZQHOr%dCB-1OBoOUY?gYU49TTqLK?kI5_a=f=sd z^xD2KU~}$*decmaI5Q%1KZsVo{YfiqNpnrN#FLA2*G2sv9C(}fSjnqjz5R(Sbg_N1 zBy)Bnz%wYM3;+o^eqR+xRuek}&H&u3P(a{ij4zV_w};#MA{4P!aNi0zFf z$(SV+$dvq6RNcGYlW_^@cWu$RN=`?IYv}mSgw)jFEPYrf%bUdA*vwAn?5Z3wCRBfm zBi&jBg3}_-btFxRKuB_yrQ)B@@u4Z(0A5JZ+Hg>o>2PcM{T}w?yP7Ys@_kLAkf=?J z%aXs)P@=d}W@4rnvijN}nQcge0iTC|Wr`Z(?Kd&a3z2Gqa z*%4u`G#<-%PUO|Sp7{fGcv3Yf;(smomil|@U8+YQAMWEzWC@egT6dzloS&|Ey#g!Q z06IO-F1$WBZN2$UQa(?c979x#o@O)}zi#b^0bg?c>N23(t`7I(53Iib6SU_TB<`GY z|HZ$e(Nh!Uzri&7_@ube8{U;Lnq&bt&{7i zoXSL=kEy0|aaovOwV83xQKng(wJ0KyeD$&VM8({)858}FZt$n8xvqZ&+XYG%WGI`z0 z$^ZKhuqTyiRx?MA@{e;DPLl;jK1h`I+guxB&m~UJBlw>GclKU+jWtqc%=zaviC|je zBJ>#A;?L=O1Xx~=4895r5leoXE4z8s$$rLy2JaHLs8xGd-kk+pba-DK`kBy7x0qb) zJQ`E2{%lO4Z_B4~-VA~LCK6UjrzF!Dc33t4;2N!R`tuJ!`?Wp5YE*FsGpw<3dV~X{ zc@Ui@m{&=3F>i$eow`uw2ed@YQX+Fxpss3#3Hl(4+`%%O)OfbN=cC?loTI*eBrw`vFVQh=UvY$x`X7H+LDoNfT9esSwD-nb$jofQ_CJ;) z2P`v(6VGNscusK?T0iw}|5vEpREbpsQ4;1==z--Cl+;mt9-rTDiBFCww}*pX*8J53 zNI-HBH~98H4DJqF$5$w$o2gwe!N zv=a<|)E^F?RKm(2`F(r5OWOF^*-$!0GPJB1V9O3kpcbwV0_@vvmjr^1#P59-ZXPHo zPW%>S97Ax5pgjfVOl6JcCj@C9Q<6MaET(F2n zWe)8w@XjAeu4jo^j{X8LjZcA@_)YoT-+vHIC|lEAD<#cABD62Xn(0ev<)ui{f6PKR zd|S`(`kg`=F~!dvELW&ku(Ca26CQT?sQZHAPieOTRv}>_y?NFw>V*SDX#w$3T-kf zVJm)I0bfcr7n{z>n7?;$TCg{~2eGeOT$}4oekOVb`(N|;>29|46*N0!KY!NkX5`Aw z59a|yI}pV`PIL>GGdjF}Lb&>fNE=_#=8J^uiascMr`X`|u=p(_SLObJfq`Tjb`^Hs z?6cEFRTX}`+2w1?Hoy~*okmtl3oy)h*F`OACl?>~UK{1#@!Y;NOmCNxXpJpa=D5G`9rT2I0^ex2>pVmEQaQ79N_?2c?bQbZiA6;75Od(E z6byB4P1(_Yfxzc0vX~XV(775bU=*%jzfpp?T!cJ8V&Y?ivHHWQa^n8}Y3O;n%Gd-7-<^R_UD-9#iO0Wu)jm0y=DT4%9<>vxdm22016<@thufedO5M8ny2x5>(KG~}y;e+U z#~h)GMKnJPjXJZb#KL{Z zYxzPFz}1<#Bbb2ge4N`@@1>*ztWB&P3EQkHcn;rW|d~Rt5&a3hNtWH zS0p|X9uHeo%7hjnzqgZ2asLcy<4++GTv(dCd=OdJPtXNiyjPie_}0(UCM* zzI6_^a--^lPtFFBOcwik&NRPCX_3L(3`_n+g__qlBvu-ka|XxygD*Ubs6OPaX6j6GLorQ@ zRy%cvy{pBu`O#^$(HguBz6!FTGgty+#eAeoR=4UQM6Dhz+gygnX&UO#QKf53vJ1#{ z)Uo$TP-h%1^s$qwVXGgkO^2)ac~YC6p2FjG3)>}XzP^3p#8^HiBXj(&byab9Xv0jk zQngLD=I~0)qT+6w?3D=LH%Il1$Dsocr%XK6N`bTj*x?;1>LUjlFp|m2K2MypaY%GKEYPAyURn zAv0x`S;~-kp2s2z8ABN}W+r6X#wJ8EPq7ioytmA=-@5C4`hDMVyvOl<{^@zJw|n3B zb**cybDih87KQ_z&(@RWIC`xI-4cX8^LvL#|D3#P51g?)bpJQ_$|M*uZ-uKIChU!= zZX$Gp(@ZzVe$TZ`g*NfP2_FgV*&EpL1{=`KmNc6#yvPJ77c|cDP?83nHz;m}y0Wtn z9}>Oh-*Zy~zoB@)0rGImO_39=>riAZPC!F<_vDc{<#ia?=jaP(NTj@ww5sp8Cju5+ zcNiCI1&YPj*UZj{t?ksF)QlrIK1)O*e!RjwKcJc>Z3T3n0Yu6|rR&du5h#4sxZbh~ zA7-4ik;7(gAY%X_r}0qq7Wk%cf>l5v&@-&1R13#b2}h_(8+QvVJWVWE#iErWK4j>= z2?`umNUgHPptV6mcZpmt45}%-MAy9Kau9Z>F1I|dAQX7G6wU1cb4WmCY5L@4#N;dc z&IhJ)2R*Xr$S;13Mncw7j%LjUwDE1!Z<(j@MiOrDWEua+N@fdX5Uuh8kEb?1$BAe9 z=(af?XaSF0@%F!ECl)s+`Sd&DdGv6M*vKJhXhrrT+nCSPO-fpC7V}~XJ=h(uAF&qC z5s5;5(R^#J=J6|-*fmIIIaX6PD0q@=>~^JB2oM)){-g{94SkC$ccQ#KXm~@-YWrqA@zpR=T2Rr5qOnTmw8B#m8V_0U^ zi`3CV}{HRx)+ME?S@A%H3 zsi)Gz=+_V{c|Ngc?EAj+uXaH>V$&dS4CjdVR3tf1H83f8?#Zc>V=NTg0E742DZtz# z%?bK0U;^vS14(4z9Gl&EP^fXDjAEE`}FeAF~`uPsblYG=7Q< zGaBPH1kD3x!kSRA&Xc;@dhw)6gd@W zD(Sg$UYe43Y^@kNQuLRK5j%I1M?Q_<-aGHb?Rnv;=#QgQBox<$p@c7LCS9VwR5V%h znE9eC38FG}q&cnX-bjEs=@c!!^#R1Ni4Azs96?&9V{NjO_TQb--!V7Tf~2VzJ_vJ% zdnmhWqwj6mr?<_&RlEm5>?V-zKFRgY*EHm0d4>vzi_P*HM-s= z={lwk{Fuu01ITCdCTQC0O`PdkpR7y@hp^k83@8HUTcm9auCY%?=uwzu^_DDvj2UtM z{@~pueiQ&y8GV&ch}oUEy;}cDk|`&?$NF#<*{3UEWE$HDc+dk*I;~mBvCP3%}n>*d4&!*@;?ZeC^LOJGVK`0sofp} zN2>TZOoZ>~fy28MfSj)tKR&{(_`&x!vNOuwwbOVaFt8sAOlL8);>msE6fZazI(zce zFSbIzogvB|%Mf*yw{zmWV2T9v2eI3r{XY-ovOBbju6=4^lE8tNzax;w`t}ts;C^(p z_R9+`>>f2jI)`b&nfN!=)$~RU(2M^{pTR|9VCI#8xq4tiR?A zlpzLW0#Mg6U7&(a!vpdFYp>xY77v8R#D@+1!4;1~`yZeMQzeg&LsHl|j?z^Mrd6gq z{4`5%yuBgGV*k~bd5?KpgC$$zB8D!1KxX~YJ@GdW5+6WhcMHw*6DEwjju6sl_4uW? zXI`jgL%xh&=it9#KODsXu1xEXXK5k7Rsyn?>+{&-y4F+5Z_P+YY=G-^%?CgI@!16P zENW(d6-JDhC5dpq3yFUuXnW;>`>VpFI~cY`>t7Nx@U-a!nHhV?@e$W;2E-7c!+rT4gE!r4@4AlXR2nuPllRu3rRqSBSPkhdRe z$vPgE`7+F!seU|I=IatOt-_zwe+Zxlx);?N4kUdA0OMZ~;@FH`BBdrH8GY6td&0woy_0NVOpdC!1Ow3! z|J_cVsQeo$VrX^e^Ai4JOQ&ed<5v#E(L208Y3q;$9TT?Dg+s}Zpmhx5+@ep|^GbQ4 zx4&p{NaIMHM^AzRyvIEF?Y{Sy!P(J@jNvLwbA^faty$sj@(_agE5r~d@&I`=##bY) zO^6!usi;j9d%@0v*YTk+pa%6$+(&xX8(YFRiq_}AjcSA_Z1&uRA;eZK3up$BZ~~p! z@e3or7?K4iV$w48;LZqU#V5jsaPNqo5%_pLHbY>*Av1q;&vk}-_MF8S;dDoZJ0&GA zF=D|AxkfzXvX~{mrJmr}L7wKK;EK*U8l16^ zdA1+J!>IXtFP!dPo=@O|&-bM^&syAaDw4XZq40|2hd-!Uq7jM9In4Amg5_oK_|BKG zq2|{H$IaI%)+J_Ac4#Qzthd}!UaUy^o$v2BHP1`7Q63$NFr^Se?%?PLf;((0=VN$& z57>D0mxIG}nT1={@6+j`eB}?9W=~66Y=Hq|Mg&*jv~Wn<28_Wg*^1V+dW>Fh-+@u# zr*+4GxF#rq-kiSa3JgYP;1yMDUFWZ}g5$D;-$k3mFyNQK?73suxiWdCXF4)kUn;>A z?_O%~+lPX>WM9=FS!*dX@1V|o$bQQkku5RJ;N%BMt!Y?-0uw!F9N?GAhE#z@&c;E3#3z(A*It%P~->$ z2KjRsx;BTmFY;09We=-T8f{NqroO%l=og62Y(i%-#ZDXw&gnTwUZK!B69hia8cz7HzDiXIR*No;Cd?krdq~Q*wVl zSjw3r_OKu$);caW+lM^n6nW+0?4GENInHl$KBb{+{9$Rs*6e{dH?T_+T<&&_?CCA; z6i=*)?e2kxzzZxWVyg8{np*jii)VDdy4fzL5K_LxKOS#E9G>G;24nZ^D#oqd+d*!# z?el0X?vC36)VTH|r0rFGeeI9F-J1@vw7tG8vC*$-XQ3M5l>0j*jw2)ShI07g?FB2Y zTb*o$-a4j9)?;~ZEktZi7Xs0>4syVeJ#eT&HytcHRFN_}jcDZ-jJQE1`2B`HA&EWx z#MRhCl7bHY@EHgHHTuyiXvlhWOPv^b)sZw%d&$uBQU4w+RNKL=IxM=Q0YK!#!COeo zf0*JFV&1bTniRT6W=^=U9~YYI(+jnL9<~1^%minlvAB$7P=c}Uf)>8V^_tJ$QwJ#>8UwyVerz|kXj5|1nDT;w)BgR2^~cY(Qi6-T6P zci@t#J+d~2O{4TA?_t=qE_3O>YeTmcT!~$Hnrx5e$OxbxN?gA&pZ#JCma45Euoniq zN$AC|Eew}Uf3p`_XjxtPNXD0fuXY^XDq;PRLVqx#-f)4YUPV9@zTYbNUkuwQ*0iAJ zvjnpn!x!WVWg@^-c+ZE3!{iOFHdYd*4E}Q9z6UVW+b_8n2o6LXSo64y>xT#OHCsc% zL}pW5#>!e57XgBwV+!{CppkpFCj9;9t4DJV#i(TaXnxWAMer8-A)TN!TJ~O_i&^pX zM26F0(mA4Y%Qgd@6xQF#nO-`E2!NAo?1?^8J>B&*Ayy4!Np|D^LfyM z81>e*JTDS)F}Jxi#T{I!jq-pz)^H*^#kN3G*<12b!4<8S9E&Pj&)XvrmO$q0W4q4)44JcQ!7qW#V9(>1d8rd|fTT=9i_fdnJ!)zR;_d1x-;MQ>#_x zvb?wb`Nyyi9LqW!h|;Vcxo~^ylPgP!68>I~yCqdWJYTDv$q+16Ot+=COoD=gX?I&1YcCq^kKazTeWsM+ZONBG6kr)iB5A52)NJ ziIezhly27i?F8)ih^h)tyu@DuGmziahqn?PlFq2(mESi1kzZK)J>8r6+Wim5wg52N z^YQP2YG1S!!~x?WPoy&byVRgLn~aios^S}Q5j5$EI}fa=GwvPj4hb3?0Z+I?%%;n! zm0=b-+CQ4Y-^iu;zeM9WbA)?J>LlN&?h012hx>qP zTCtOnIGuf=-!kq*wD5v@PFX({b2v$4{=pk;J}?QYPw(G0uePc|q`hc3>_)#15-kw+ zo8Ma=mwBP-toPqeU`c4n?L&R=j?KJGS(e|O8Mc*|6o_A}Ii8!fdYt0!e%H}{RD>`)r1-PnN-7ew=_jGDIqb=oX=_7bLc%PN zrU}4h6JM262JBRGyfOvloS?+ec;{fB&7C{DCEZ-|* zOGIn+Aq9!Sm{*?n^EFS6eV%;q)JXk|15l6>f^(V2p+~ka-otO%P=4hdyYkhZ)54vC zd5=|dZznzoFXsy^EeLcc8YkorNec{a|D-vX#@P>v#g5P8ubC>`VZ4e=Bpzo@Z!;!f z%ag3cYEBKR5raNRsU@wPp!S)F0Nqc#Cr`gSEZi&%&5H}pwXIg5o4va%Te;kyrWsXo zTirQqfvoczQ}?k*x(^&TaKLe@17*eNjBOGn7n4OUiE^saKI zp7KuWb5WdTgnj(RspvZETVXP=6fS)qv)ZYb5^#)tM5SVF_YFU5I=(1}cF|*s>+k3-G&P%+l&y4>!n+$Znsv@rE za*0(keC&4Dyzm9Irw(7Plxa21G0HEi5i)7xW-|XCv?GEP0>wRobcc0qZAaxNq2G&yI!jq2( z#sI^!6HmXs#vfjS{ao&4SpV-fiU3XMLjz2JxcfNY`R>rrRDZF-5QEFt>w*@k#skY& zdVUkcg%vZW_9jOS zb9CJj;8b?H$K1Hp4~ie>2bo-W)SsymA?Jk}QKX=-KJ5mPsPkO%6BeRCjz?Rg6NiJq z5dS)nM4J@h4)iYfZ`PWJ^Qr->Ta-lD&;3=}I{I#f1KsKiXH)L{cPx<3zqx#+{h6j* z8nyWsDxshv_VhPO`lbx7OT#@3e(OD_x^8AqS2*b{aJsnS+yZQ%?B$?|BJn< zRZG(D7U2s2=pu~Jn06p}3K#x~gbNEt?O>Yr8P)gokivbhx<>qOI|-Sa!SvEDd{5}^ zSBcjSLl>e+=w^;$;bI}aw?4Rz;x@-zR0AC5El=NcW9d6a53ZwW+<*yhZOJ7|1T=~Z zoU%OK1d7J4K<}iJ(%}}&L_VLxSLIXnDa~X3V=(6067!)BUT&IxQ=yl~pk?T=2-#(m z`GmQ1!VTsj^*^h7EHlj@ss91UKNI%JqssTGn)_@^7p})!6+AuMC=D1H_JsBfhoGV? zh5H>KLlvab3jSNsw>9v`PGl2|uOvKG3mA#vR;c)caT< zO?3_O>8ysK8`og(l@}8zko`R#>i8p5cz?gMJQwNd%H#~0{-|xK(t4ZggWy=%xL29i zfAfzXf*;Zh&S|g_au!Xk(rcB{RCAgZ#+e^wbEN+r70-cWXJXZB{lr>5_)SS^U8YG| zS`9lrk1pj`WmiMIgS25(y2TA|_yY$XpEZLEn@umJ2EecyE}Lt~Cpcy2|D0%XQI{|9 zPVgre9`{$NeoSxz4N9X?beiv?72l)vze{^Zs)3lluMjH`=SUvK`yISyt&{<@q`+px zlPW2wqf`^!i8!sF*DEAFlO7398oos#bhtazROOWuc&xmqg8jSTc0Is!^^@FgGAK^Bo3nEsGG@1BJ z)0OPg_0Ss`rJ!`X*r%D%COeA^iaoM46J6-fWPh=m@szZ{fqyy?T~IKt_z;tcz0&S^ zckrG4^OszDvA-W@J@%DMrHfcatwym;_1-SkkHb*&e9Cg_qe3BaVQy;*i==OSyytR# z*a_*I_E(hyI(Xh4WWP{x1~|Sfr@m$5-}*PZa)+rzQr}ERhj5EO#8{D1M$_H6`?G+q z77JS}Rj!MgsrF;B11wOU43gX>Ckl}h4;NMqz9j~7uhZTh>pyt}b|>ZbY?;1)mb`{P z$e?DhjeGV6Oh6y3`;}y4D?Z?wm9N(vR8k8T4|Vi_>ccAH`MZiH_zj=7B>2FL6kFfg zDQ_zdFXW@XCMT0P62^A2={8#bwP{E%`EElizO`sU?$D{rDJDj?^n$i?IF96h2S7=mjxmKw-u-+c z)e$Fs{$VRC^!G5j#`c!*<*9;_QV>;fY%u4wAJ?+3Zn5mf4cWYH1iDooZj!-c><3s2 zEH#Czs)q4P$uHG-FMKF;+KqeA`L+6IxJV^?d$wks?xo@A)p@Y+>X6Nu9Rs=wGrq@`sz z&g9?EPQn5&afI^zDCL4_aY*_ zu#k6}Kf%a~z&rD{nE8kNaxIIr1ZGhcQ;ti#3C7t0hik8~G4hN~5Nwg53EZ2vvPNF; z$H-@=|0p?qEtgdRq_4c`p*E^6B4)4m+7@2KQ zK3bLjvt!ig7BmX6c?e|QQ1DPo%(^b$FXy>f1b6PnwXd6W%2IOXv!Aopv{PT*jw<`_ zQ4nN8iP?#MR}iiTftA)tUupEGV0zfSMDK;c0?9Osga|`^eVq5rTk=24j}Nyw$4iay>_jq9PFj^TA|A! z_o%(UkAmr`!O=jezq#9`7mFx(Y)A^ptgh7Cy*&pBF1mBG;L@|HvqJoMLlEU{Ldo@A zRpV_R$Z_UlHgN$*qv(EXb$8=ymtK7HfCRTH?O&Zkpd_#Tv_(-(jc4vxfg3kbc79n3 zyWcG3FmVDi-&I{O0ZH!P)`I?Cr8z0*aIXCa#M8d%@^?__V<9b_ZE_hj(s|+f33%3N z5xF$AAn1ClMd2_*|2KAdbct{2iZgpZC@RxvUjXX=TUvC`?+5%DD$ye+()a(QbEvrZ z1@eu%8fb3QfziwjIQ?s&cDl() zA+MUMBK(u`2vaiuQ0_Pu3uEwzsVz8+-!WI zuDHw~HphGBU7tz?mbJIR$Ag}Sje+7GYFOY;_;3eciB}8mlm8c}B)#+7cL104aCad=*I28g?kGF)btZ%~R!db64j0v!sJ9qe zvE?Je&?SzDz-Y9|yf#74qBcztbFd-BJ$7-?@*aOcHPA@55uhVx)F1ba!3yeTYD+aW z)o}ErRgZU-(e|Hunpc|Esc8>`vu%J1bLj#y@+8IsUxwD=nDfS3*6yywv zRbb!bE{5a$jBqr2b!+M zqL`9`5x{c$j(0_6+ukB1npT&)f2IvN6Ba=m(A28Omet~}W}*>(HH?VU;_ROwY%wQV znA=D+9NPFAcq1jnmv2?Pop0guY)&sT0Zx*|BC4I~PhlwV>e!Std0gpWDW=+Q{x)&;@-dW;@munnP4ZJ7ya&S^W zm#lp9-CPZF2p!Gx^w;P-Ql+_OzA~@f0i=BUQaZA!g2Iy3sH^*19K&y(*TsqfUM0%+ zOh&W5l@xssMv915Ge^^KRb$)@w5lI;UdrJe^}#i0CJp?}3xyZP$&Za}Fr)zm(fmh3 z01X%jeEA)&_auTXV>~6Edo=6cq9sEQ2h^u2jF@ z_*Brp7*+ndpc1;9?d3ln&=7X?Zx5pJt@DfUsn#{FsY;a(4-LztI;2?G#i~I92b~#z9v~=&*>&j$74eF-wuBg@ttRZijr&LK&`i10ak43 zM%+n6N-JM!)UN#RIqXcs4Xt8+h3^$J;;0|EX#eV6zKu|=a^>C;U@@%~SYUFz?Ue_scZ z0*~2DFhc;nLJxy;8;hXvIJx}!A0n=ElZbrZ9e#fFZ2jNXK$U6TDNs2X=ozCNjh8!Q z(okf&vK+RM!~86l)!FEAbKAybgRz^sWc{ms z<-YvOK}Za`w00BpR`i;Xxo~eDhFvLf1i}9^QMPPe6L3L(Pz}T+pVHG>5fhm@sKo!- z$9DaLz0vYSlbwltt=}1lmg4!>W6sin*NB~z*hXe|rin3U>o)0sI~ir3V_TJOU^8Pg zlbNm?O`f~UhM}w>4)oH8z5-PxV?EhmWgclip?Zas)rUy4KUwyZAhvk5>JerN?GcxN zgT;Foy@#ph6ZZ)h2K;=XcB#7O`aIBmp%IVy{GUn~<@`AI1XSr}F9HDpbPC;=)TW@t zhIy;KvmR(i4_YI_Z*CvA) z`QFbH8X|wHlph(l`#P@H6=_Ydiof>**DNErRR`Rt50CyHlsfb87r=ss>sjt|G42I& z^`yNTAVZ*A8GX2HMtT1Legx4Zu8%eRa+r}bqk%6ycVp5IZbz)Gjxh;aVg4wE6ml@1 zz3S~P3MMLB?N>^-4Kl61Dwi3ksxW2;&dgt#C#?wCb=V^BwVG~=DvmdJ7avs^zY8kqnW z)1KHJ;WJW4B=f?EheZ)m=9Is;bv2cZsy|4Na3N4O(F?N73YJG_{~a=@=)d>p&%ZtF zWGHr}`=vxwoZC1h9xk^9`@<`!KVQ+Bv8TQVpL#5c{GUPv^b_mS#C_0Uo~(D#8MMQP zX}8)>!o=NIoimMa(`tapj)v8^O;+QN87Cu``kUibozmXk&Xxe zTLapz(dSs;<+&iXcLB#x%uM7p1n`t6W>=Aqtt3GvlUu(!GLCAa8iiUV|N9x*m{z`vi^ObzNiE=eJvfCq$E*q0_5Rl(_Un2?DC z1E806<`JTz4Ni{X!MjQ(`9Vct53-i3XKdNsyFhp_0z<_y7(HcI@eK@Rd$X7>ZfqzuSbc(`~>`oExEY8Zg0wXkdbVP#vi6F|02Qry_4mog`idG++cK zSPg6vpjI^rOCL2w;wvc*HJ8v`4AgQ#vHwZQC{PLvf3g)+whHVtUM%vN;YpmiFnu-T zLO%FpmD47ADiNa0vvRedL*WME%c@-MNf826{wFs!x}kF@h19o(rYFZf>(;p!AKXWw z^0SW1K;+u@*ojy?jml;mO1x!gield2^^0I}q=8$)U=J#o5?D-vb(*@zV#aN~yjynO zFqx+q`?6_BzkCHwyu(GFb;~Vtr_Y8g-WK$4?4UQ-;%(0}i&Ov7t}kc!Ff)FG?&Cv2 zr#L-l_UcdS7GF4&YlDB%Nl#u?p8J?^hoIBBabBJ_m*(}U8Qz;$ShJoh$1>T>_yn26?(F*NIItaL4FB(Jhc)k}KQKacs(yXxrud3zM| zlfTdY|NW;}@IC(iSn?z}jNJ~{pJuWL+Km%PmE7bR+~R;D9@%uc5ptVv46fZ$?)w=} z85h94MIa!`1twU$r~^@$oew-GL*P6cf=}2Oq~Qk_H7>@_o?q-$=5eFq)N+I$tyaew ziG1^b)=&uq4tuC^%FAy~J-avtOYfk;{Kdi=GTH`1rDOO5$cs~(!=_{&EALO#onZ8A zo=Bz(O<8-&}%OdGbIAHVdiwE;F4S-RFAt)t_jgfXXsHzg1s=J}M z_~{QE?>gZ2paD{-1!oikzgS|WH5g(2lxYmcGL8XLc^OI!`-wszcaBXMC~Wvc>M;gL zpOwU{YQXM`J=m}Z4I|6YaYR_xWlc>90F9%eOTOd7@!E50Aa}=DrFz`EFkW#c(wn7)L2IQN5|dHC7BIJ4z;%*^CX5o&7@pY}Axn@Z75*e~VT*N5 z&u1Y&*ARx}E{m4##UU^&{H-q&$xN{vLX|Xd?dDr$kwXWs1shy*{v|YU`=Q{`)JI=e-DpxDLsC4#Aer2bSMD5;?h{(N;JACb=F` zP9GqIygPthxJg8JZyd7aX#h;+$H9z#k-=*w#uz|d+W^k&-IR+BD<6oBrC67#wA98S z94!$ce$08dj$)9y-*(>h2k9^&qK&*wY{u(;6c)VNCvLFu)S-FJQmaPS)kI>GW$ zk8tj-%vrIA-_GOEizRDm{<~JC5D}e@215_O%4ARbf~57AI4qZOaP_VSVwq=dns)(c z^!ae0X4r^QFc$eHlx|9FU*8beQtL6Gt+QhgLri2ZQXdGCkwWw*nAI5$=LxKpEvP_v zN+;#I_qqZOr=eKtu<6MRu6A3zdvvl(^k=uYKrT^@ZF>uiIR+Ws)3S)g{iGbt^TTax$={PzOTko2R1D_?tVRgd38TN`NzK1Z^W{3j>b?W|x=}6Ii z?%;@USZx^lbr~U^-6Lf3hz}1O2dglaXcGF~-zH*3A2d~Pl3{9)WP8&Xm?sZf=Q3W+ zz0r>d2ff7C@eX)<+yD%k*n?Km0e5WoKQx2hTmSb9#!TTjl z+!&cbsa#qN9O@=kuX&N#K)Gyq^lL?n(wv&DeNK%cLlD0P7#y4Ns*J2^2=8Gva(G@| zGWt21uX$Mr9Ite`hpVtoaJeqXOde5SMI2m=efd@R6G!?lHw?=`K`#U}Kj807=)KfyzpU@H!SPc| z0kc9cU_C=bH$8Z8^PK*Z)h~?bsQwKTU__NbbIqN}7vnZmi!c}D)A<>_X2|#I3+t{= z^$CC_gutMY`f>siiXrhoaz-LRz_BTH9e1~l=h;^)pp{+bEyxuAM*NMUz|4j+YW$Lb;#*U4@%-DRsmR$ zV88S3dK!OZCr56|6f!zs2(m?F=*1SCU!&K*DCz7(GKzn1sq8!F0rn1MYlG)bwla96 z1jww$3eU!7Pd_}~yHi0xgthj~g6Cfcp<&P9#fy?PZ316N&;_ZFt*Wk!j10^wm3m(z zSKN4K@2|08bSm6)LhpcH`(De<^)T)%PjmKK4LKwfJGJts#kZvU{r*g|?0suz|A7wN z%$cRf&A_Kdm|%8eGU7LGKzzi&#$kWWwF+bsG_d>7P+97Ur~h`Lx?Ky#nFklu&PE8A zINd@jxB%j*o=RQQu~fG~y}J@%U(n2WwO~1Lieq>kcpReyr$FcDWJ zes@fO?duQ?Y(}|zy$FKRSc6t4x}tp*c32dqpM&q(lGZ5&aBji~3>i)X3wsv0258^@$Nwa^OogwnyNKxE3Q4_HOO`;oXF z74EtE4MvHrDs=eMK?lHR|99&b^cB|l_`rU;YfPW}1mrdf*t#|9WTlRPWApvvMM~VS zWQVHVO+Xpk;X74T1tlYy<7ao+UgDNdj>T61#DfMcFmvIZ0?uJAjU3vrzpva^0L^6$H?ws}nC+CW#oFy}OLti{SHwEv|m46}vF z`SkWR@9j(Y`C{x-1U?p}J-~R)rn=wOyX5kXRk5|}boScA@b*pcQYgc=wL5YZx~7!c z2d<}zF1`Ke?mrvH?F}8k?`Yor=+VHgZzVT%ya#44#acM^->%5tE_ovBge;-~Z6mx8 zg)(!>($lOu?Fu8Lknp+!bM)~z^K6nSSa*TC zkargnA@1&c_x$g@N%t$kJmFA%hb3lH*J=wV zJEK=U`!yOb-!t#}JTJ88^{(&c$40sg5-!2Ky0@2i-)B0hY3U&&P~C5rBk4n8l7)!7 zwN(VI&fsrOr&7rhReq7m;h=UK8#X z5WfG-YK$&IG~3NjFnV--r=LV|W>#rhmZOk!+i+ex!ita$f7f<#Ew{vBq$C?x)ac>; zfI&~LV9V{|c|Ez^tFp&$1U)q`BlB<$K0Kt8f4a({rQuiL*3OX>LXQ}i5(aLcHzy<1 z=pWDwXnKV8a|=ieI}u;2g6BtA2=aNHgOn4cXV{QExlvu2O@Zb{s#YS$=G{^GS)Es0{z8m|#3F1s| zfGpNP2yWM>V1r&QS8Cm{4iW9-5{2w6`L0o)8JMmQydhBymg&-a{TXPEqZ*FW_I%7% zM&`8a^A8hb;h-|rBog`w{zrr0vl}0qAP6~$#E)xuCS2{=n0kpbMHbdQv+n&H5)P$hv7WC z|C+pE$o82-{qK48Rs}3pmc+$Qg{OM&hh7(7ubXoisVM)!}wRtQ3W9{P-TUndwpXy2uDK zDuhxGHH%OHK$49|CEXQWHy4pp-n~BXI-(nCYOUaT(>VN_n$S*z6>2Y4P6ChE$Th#2 z82NgL{Q9UOXcLY9DSXUdF05$>yS*o*@dQ>z`I`7jGeHBwE*u4}dVtIbtMj+dekyK; z*+vIn%at~ET1HD{g_!cABUdA`{f=Rs!x#2FUk6QAWa5rML9+xx?FsykNb@$iQ31@0 z$|a2;cW!{=-y6oeWMCA21$vriv95|1GXDZPC3c|1Xmk{4hYg^$(erO{Igtk9F?Be;u3c|Vlr#CQ$218^e7eHJ9kb=mS&@F4Ahd;(w>a=n zbA=26i{R_bh38Hu{{H8aGkC{`+r`3>)Bu62Hxn_vHuHvIQ~E0k~thI>vnN) zOE?59?5xL!Qj5d5<4pvuo)1o=`Mk0(q*%02#dlv(iG`J+GfsLtt`Q4K+KO zfK05r6Zn1-_>ziH{_9x-BxetnizToc4yjS7*fpf?vm1W<9)z9WCt`0RC-%Wrlq41@ zf=nORfu;!!Qst3xAz;~%(DHuz_fBA&^KGr(*~$zL<($mR3?i>dAkNM>D87bPPKQ4Y zig}AeO$VI%x1dbW4cUSd00%0JpNN&f(Mc35i{lA1S~pV>gf@D;_53spIJ~b~1hC9c z93g5Z+`zu}GlTbBMhQf<5`fOI5KaCd4o%gz{WWxukI@62205MEkg-oO!WC#YH@tw7yum)L-vOm524o-@B*}v8<8`kS zAcp%+#6;HTGr@YHX4Jl}^G+h~XFvv85o#0ydk1FoytjdZF*daBr(MK7aK9Sou9c;QlZCSaD@&|0N?E-+#`Gkx1 z=y^88vj*vhb%f-BD}FKvegY^_%tKc7%!Iv^%r@iowFs`ch(H_=cwmQD0-?Nox4$?a z9CWad(s{roZER8Z-Y7(~&A&p}$_QDOS=IEH)hIwDV*pN%onZ2vJYqsU@*{v{@{ciSB0U_cL;^__!8S~dVOB;wy0FF7eW_+<uK22KyICKX9}weR5i2tBwo?{#s}VnV`dVUwt#BBWYFy+$qNPd8PDo_3P+ti0 zMG*m5TK)+bT}#@kIj-+DhuBHZ9U}bS7D5_fR2vz>kTf?22(3>rB!x~K1|(F6a?E)j zL!Au2Qd08)l)P;LI&%;UCla-DZQ^-XTn~Cb<^grc0Cxe^gY4y7L1@kaLy~I(-J2MX zd(aZv8X;5(iUqVa2%U8ZtvWZ*O}N6EuPCaMINIq#$|yk_CZi}6YDDsJou;bz01VE4 zZ^4NizUH9>&*WfPokc)an9!VOt}C`Z86-&i8D6R?1hb;*hVf9V(g2|u9UUInRSlX( z3b!Byb*k5|MA3?69nGxX8H#8D*+wUV@voq%R7KSVV!YWO_ZXAWfagj4LuYJ=>(!VTg&r7VKT zGC%F!I0^rF{Du4B`?sE5|KG#)-?QNV3uv9Yv2`TSlCOGTw5x->LQz&lrsS4M;Qs+t C+`S3_ literal 0 HcmV?d00001 diff --git a/Examples/Results/P(q) vs a_p.png b/Examples/Results/P(q) vs a_p.png new file mode 100644 index 0000000000000000000000000000000000000000..1f0e54f0be7ecf5c139f7acde6d7162d5ab2732d GIT binary patch literal 76284 zcmd?RbySt@+by~X1?iGbDe3N#6r@8sL{hpt1O!B+yQM+8q(iz}y1QFC_PzXlV}JXc zy~jA?oPUqQcf7p3Yq6f^zOQ>;bIxl%geWPzMMWY+fmnwl*BhoXqTufk zEY|0u3oC|pW04G z*Glh_ za&cZ;XW}%NIr#d1d2WHQo3-C$P}cN=XFJ_9nsb+DJN1|^nsI>LpBxeV6)VXsICu{I z3jB>oK!iLK#ef&Zupq#MApQI1B>O7}4)_kdXn~0YKI zUqgM;5`r!AaB zpkM75mGcx;VPPRW0>VU@fylw(VH8!!`yzD$@5k9HGXj36*MIk?dlnXm-@bj@;Ceh9 z&!qEC@0Xy@Tcntjl!3F&fzz|IkHe{a3k}Xia)0CAo14E@6nWshyu3_INttMJcWk*o z8}Kq=)@$fI9}!VpY;b1d;mMbYp&3l#2)?+u@Y-}aUJ9d<30y)W6TasqQxA+XNjl#i znJCt(dROnGB|`aKsFmuNE^|xey$c+CX4At}>(geN9~=q^e=N8dEIhoPEXh#w#Rjfm zbh146^R0+tql1}>`}^||xeVd7AXK7Ci$CU2Sa&lNr2k{pc7Nivw&DOia1RpLY81))rHT2zcJ52`GU2|CD z*a6FHD*HxgLjfjj)$;w);<{bCO!1tjGT-c{SKVKfVJ_&=DNk~aKtaqb|C+$y{ zO|*D>T3J~ovYQ}*#UbW*`nt06K_Qj*w{7c#`j4eg6M19c0=;^?yu9e|PX*C5%Jiv) zgqp`;+bVse@I8HGmQ=-1X^_QG9aq|5_!t-%mMcQ>So$q$v`P6KHYi6#95%k9^k#US zg{*2yNd+zZ5QVE(%~!~!*NNu0OdcGR1EI;WmHY8udlDn$jDfz zvtL(@aKMO8DyTVSQ6m|DcfB5A@&*kZeZ=*? z3(p`HhL4SH%+6}MRF9qf>0(0h<B!M@Z2?l3F5BpOkM3isCsp#km z2c3zEiZd`x{!`Va7%)GSUYQN2t}Zouq7d^&a$C=x?B-{z?d|o0BI9-3k}KRF>g%JR zp!i*&W9ZvUDj9FGw!UufM8$+u&UZ6}_TvBpQV!PZT1j$!Oqqm=pp43u#d77+t zv9C<{>C-1FDk=;Dg1+qx-{D`@^KNS)wEeo=iZVWLNjLva8z8XqCo&#ygI#;-o|{Wf zOvESTvH6~xOAT&BE}63rBNY}N9v;H#bMK~*#@_|dK&#b92-G^)M4o&{dwbTKMQ}_y z=H>{)q{K(kh4_5#>y#tdM#>F4q-A6bmzvyBh`7H4L^=J9K!)?0$Lre8iJt_V@O<%L zG_Q-Xw~V@Vk>KXnK_&P;-5G%TPvmo?@w_@>QYIq3?4!*%Ij9;Lud_Ew=KSQJkbsvh z74~r`nG0N7;f&+JxiiDQnZ&1ImZ3X|0#W*U1eF3Qo24c?xXPHA7_Wz0=Z@2_Ul9o+ z!Ew^tYd8-|_+Bq5DH&Jy2<}(^`35+Amr*9(-rk$~%^oj#eJ&5Q2qF_0wN(Dq7Zv>; zS7E_)Hlui3SlZJps9GT&H#CJ1q z+ZyM4cgW)o7OXNLAfR~6{5v5#DjHfm%uQ~Be!r_10DAC0#Qhw~n$EthYTDS8>ekxm zX+=}HKi=O2t-BsC#SIM(Zm=133!dEu@_AeoFv>&=f&$WtH>p?7mOA^2NolMVzX{fQ zfIjY>f~+jV+5MT$S`_>%e5NuUI$qwy2Iqak@RYPL?i;#(@%{hbaWVJy*iI>*#u@2&}ldUJV0!1ZK2)BaYQIMAOOzy{uIG+ zd$_BsE09h#4}b3fKuMZ_EBF0903{CNUJUJDR(%4;O&ynq^I;ZGogvug4+|waJU%y@ zc+oL2=YRE^L6-`8Vu*V;_se=9jEDzc#HVSsuB3zse7)5l#~`J5xBPgw{Is^Q(V5EU z*xTE?0(xK5#kefQX?Hx3M8L&ve~PK8xfxlgRnVXoKz8ibeRPZBmt;vmUB=G*!$bp~ zZwmN;)q{ZZrMuT~cyK^ZrNhq598R0zg+)X})Ipr|mW_jhl7XS9?X)QqH0dg=1SXj@ zYGvgz8Odf+ld&8bY;Xo(+d^4dq%(xQ@p_$%=`=8hD*P zySq9@xHyN9#r@V=8gX4Zo&cMFM&i2~h^N`$L>G)kk_CuCu}*C`=xc$Xj}W%J5xhI7 z+HvBCZi>`*d_PcXQPTi3SCh=r4Z%?dyO*6Vpr|8%#7XkaN1k_t7QjA$JrKd0r4P|--CnS0Vm0v*fpQ6r2auh>Rsm@NH;QF0w6G# z4>We{%q>9pK2(>Nv+C;V+PS)d)&k0=KRpdX?=BBJhK7a;ZuRu^K;6*U337Aek{bwh$N$e2Ya-pW?v12qy4@?%ZE`z}^0QGk zk-Za8N$l;F784V5d-yy3X{MY4oSSFRm3j$@zdAqM+Uf?h2bs!svQQPFZS>dE!?ABQ z;134JY&)J;>LuD;eKE9T1S@WCZqSR<*4FmBF$<*od05FPQkhz@O}GxqA}2R@EK3sk z&67T?cNyu<_Mp4FyP=VhsxistO+(yYjx0f8qjzWNSU*JoCzcX$-1@%SacT(ua9T|E zvfiJxK0QPLfPJZ|stQQachH{H2qY945cpFS+=99|cwO?Im!r%|mcuQa(Kp_5Zm!cb69xL5Ax05Xo{ z%Hrv}Z@x4gO6~%L?ptxI;PyCpQxH1YaHe?h^!)mE1$$5W@02T=lGC@JX z@BPrl@|-C*9Lx~O0L>*Hv=xGI7K0YzxOXPKkJgg~n7$8x@xXrN07wpUu$(TH%v8b; z5{I!_Zm~urK2H_)P993(nP~O(#rd{ZQy`&Vb^~rPk=OneD3Bl)RRFqgGL=}pZ!bRX zzXk`13UG;s1^PbEcLnu8PT_Bk=gJzJn&R$Q_owhaoOIq)nT@bpPBD61?7-}7Q#7A; z6Ln1)q&t4n_kD2Ywp|(olvPGfZX=k?r`Pofuo{#n5s!=4V7sVzd1uO9Edf~I0~v7K zbdFYQv)JC#6a1%0!}0Il`<92xc`s)I9RT^T($NwTq(a{oxw5IsWQ>ieW@l#smH=V` zc&&WJh@tz4j83&VCIAhNi#OJ@m0jhOU0}yhJFEhmNkMO=@9XPxI$k1ib#+}^Tf08( zA%oUyhWDjbOFFI5K>UU){5M}A2M32lVQ+qLZN}Fpt2alMQ^iTjFdsm_DABH218wqS z*SD7&TU&&4j}wX_r^5or_(5>XZtJLk_eg<@hmvnJG_?E2yJM^QUttLbK77mNt0$`+ z0C%%N0|8eQ4A?@;%@)z%&`^?yuTOnVvmpNY85aKuQ>%*+%rgyqk-hM)&; z{+G4U-@QMRMH*!@`?1^m>d}Dl`q;#62vJXdh)WG*RKq6XwtDT<^BI(K|L1!^vxvg^ zczJuHqN0K_TAv<0Z$fC(-K?w+$Fkp646q3@+7bk>tgLwTaImv)BypJaGcz++YL~>% z*I3d5iq|~4PoOh3<3LA87sxz)YD?`d|I22P-gS3e(#6Fk9(u2Qw6ys%4Ff3&2?@#r zMmU!q#d?kEXecPLX=!ODfFuL-?(_5WJA>+u6@CDieSr7tM?^+qXyvNBbRz*AA;90? zSSES{oCYjGolQys0iARq&tC_do78|1^a=|Lp8+zd|6?JF^6kds!`%S%8UYF~04{p7 z9wEYfB5(%eLGR&wZNlNwc;%_2Ru5Q9 zFD@?bvpuj5!3X>Mme;d0R}qW@4pvsh_mirMeSlp)HwJ)M4_Lq%0E;jWxy_-O|6Xj} zXvTz(m&N2b6wJ(M8X6j)tyff5!miYBr$cu(sLMWZ&3dsRE$rDQ zWd@203TOifEZg7(a*3>&l_~1h2Xi%{U|m`k{KEiizOkxNXiY3rLth9 zig)K8X(GO)GSL!SMM_0qN#A7ZG6DJvYOYkbz8x&5IbiY2UgxN&gq#Hjd4IIQ=`jM- zDJL&)90)ql;0Iz9g|%jfu)ff*18K1ZDspS@Pf^?=j;NazIR3FkFR*Dwe_8A3d;k5@ zZ}SZ}Das8lhu?BROKMC)6q6^f{2b`;l9W`RJU|7wE%XEPHIf(>*kf?7V;KMm0m?@6 z0|M+n+vO+P|6SsJWwHCDz z&hD5n9|#tj+&Pw?&;K)V)X1jG4DxNjW-NYxM*-W$-aEf{aQk;(Q%6U`!SbIo#46?B zzz#*}*7cewM92WS?acJtoc4cQAf=(ntzDfO#}%FbToNw!|H&~LgaIZ~!4|j_9v-|B zb)8vx%rEq!g=$$Ug%*E_Ti^b(nZ&r_K^M2OV%*)`g|1;>=5|mj=@0`Y;5eT?CiebVX5pfHJ6y5#F$vf{^V+oS+3$3NLa_AYawQD z|Myk?XM$z+BO@YyxV->Z3A`S*|M+HV-ztoHUddo#(<(69ErUt~)(!X$Z26}N8sYns zj-G|~9?O3^HuiWbMRWADsMlotQprDy>sSa2vM{Qe!K zqXHNPQ^i^V`T6;)iOtPI>gwuoW1T(y)6)qvGnyUNfQH>182}+DDk=)BBWyy#Z@@ep2$BS;L}*vGk^!Y0s`j-A^hQyh$BhgRZvjOD|NJ>&I2{fWEF2u4(~eTb z-%|Z%LS$s*aALl8|7XaF9A;<&E(foby2r+%KrdkjH$x+z+&P*lz6;b&W@aW}&B36F zgzA}DAj$yAS4pI-2OJI~BO`GY6)d3U;}(g551Ryb7F2A3Mp?RHrjAy;jAB{p5`&{- z4A!9pyUT&*(PCo{K*W=ila=;BWC-V{@h`x=IzJm=F|xEA`1!sF5fQO%c{w8x88136 zE)dj)@6!WM8ox99_zHB0uK3f-OQ~FX zFZ3Ym`Cn1V$?w1_g@lD|2A~U*)6fK+oY(;UiSgJ2(}L$C>^@$ zrO%%s)!Iye{c{jo0;p{E`1=v4-@y1WiyC0iK%Ig!us<*uczD5pHbZp|P#@hQY;if| zS8qvAuXGOJUm^M{W#{B?uk7Kg&`pQSBLWX&H{{(qI6xuaBAUYZ zk2OxeD9h5^8B3=M@s78&S5Z}k0mhriKXH_yUBZ2vTx+|Wr`PCmvG*qw^zDVkMR5Ps z*7LYPrbC{ilYZAOp8HTsZ}+g(S5;IpJ5CL6oI#9Jk@35Rfp;9B&!^z#&VXT7;c_@9wx0s1E@*iSm&rCZHd3`LTwHNLu}MXc zqJAzcq=Q=CKxLv3aw3i*7zwx@al()Ie_;HttBR(Iv%vpVNf-AHPz1AUUwcqZP&Wxm zn)4^dYAiLPqoaB4Rv_RwfWzBeV9C$R8=0Cq2sF*7sbauot)PxoU1Q_=#)gE21wHT( zn;viXA)MB8v7pzs^xpRK!$VD#=V-)Vff)s?4M3Ceb5;6)z(z6g_xA^`2nwj}T(B6x z*&2;3WI&{*_z#A^d);Szk1leLK}$;uKClOXOL+AzCDW!n)CP__A1qL?* z@WHzQomMgh9C@L|J4LI?6ce0>)>e`ET3epM5o~y)5XKdD3@r)JeDc;RiJv{(`Tz_w z1nfMQ-*FL`vRStD=Y%G z5(e)1Xr4Tgv6ks?|7WkRu`N*kLms$Pw61zlk&%snW#{#Hv%NX_O0lu7XuqRAUOD~36D4iy+qgx z$i(MNM4s-WER|mThoqQs(Lfjrfk(MHuSE0% zP;W3zXm%jHhzwXJ?Yh0M{gQ4gRlE_)q1QDEYPi$z14H+g6t>??pb=W5rJ zpGkrw8Afo3_iu>y-NG88NeDE`Isn#!lYQNYPhYF9`%kGyM+Ub<*<)B1tQ%B z!c(nOiJ7WC#TKraMiacC%gfpRIl3twiPR~6dn$417)S7;({|x$+xNEo}PQZnC61TRr+!ynFf-Jdjllc3S9#kYj?~mZ)VXNln z%LHL*KA9QraB7AzB(9aMm%&A5#GeSbbz65}&CQEtGNU-i#Z}^8jD--c#SFet{~^(i z^-P$L1_M=Mz+8s<1qlOg53B4A&xJzKpgyRo;AH?qKjgRzXf>BuC`sG`N zn3YmHRLZGWhJOkDRQ$M(Pu5(EkYS4Ew6mj--F;boyrOW2cJ#3{6Iu(CYTfAz{A7|CZqaB~1|kzJ-W=J{ez!8g$B(enZQ9hcUy=)&SP zdcy^$+`>ZP`JXCImeNgpRm*eG=zsoV(t^5WXrJ|bC>;LcC+!v{k{C6n zCk(RKSf_qlR}mY`2a|#w19Cnlw8i59h_@0A7fHbI`m;4*H!?mUlBy}|UPK|k{@Fl& z+m^8LcgxT9O2Z3|7446T0(L5^A(P$>bff{vS?nCYOHEdV+_ZN27DC=_4{qTr*fxk> zoHpJZjYL-Ks!=)0#EAvvludU^h~^JFf7;z1tUG<=wAxTQ8VMjr420?y9C`T9UD!Y& z35FYxANtj5XxWH8X|U1?nlkQmgb0z z?qEHk6)CDB-CHS_Ekj~1SRoW$xsz*HIqoo9yTKl;p+|jWh4u8v)K?iFQYlTz$p%w$ zv7#U#fa-laW!62Yz_;k$V)Yqqp?v*^L_w++nUUISSg~Eg>c~as=(fUymZ@ch<m{y@qt%6o z&!1&BLFLFd8rZhAkUxG!{BM2Btx@I}HyBze%xF7iyEL!%;oj^m3GvD$`{$^~IIjx2 z#xsddS)9K&oNf<1+E35FX%u>sIkF{>(%g6STLi0if6P-ac|LjEQp!m9J7I5Q{@u9Y zcOE}m&hE_gXS1KQ*%i&k1%?8rb(2qxRc!|+Zx^z1au~TEywcH1S~vSzEU!<4Idbw$ z6OPY;zCA&Nfq|i(+bqo4l=TcJSEIp%sM|+VQE(BWefF}4YiJhjO_(yY@x;vyfNRL1 zsw|UO<8>!2P%}>D?^|@XM4HNuED#yb7-mTC>eOzHl~-`UeVcDZ;k86sJzFnT)6<;G z#8SG~w({)J3*&~03Z(Px zUwa}Xq7Fh#;YS_Xp?K<&Gxrf`8eNcY&Idqqi! zdgTl3XI@@jaLptiMt_KYClzWKwcK;!2R!mEAZe@|939|J!IW{2QHaN2xF=&u;^2#Vg#mv>+;v zkI2>z4lRr;YXyVy=I2_z$@lr#(ss_)_`x*y?>6?7KDtT?H~5Rq)FrdI`H7sbWvteZ zJXE-htt|c~)e0I#ole@m!n^D-+|E-benF!6MC+|oc+u)_)?v$WP@l0oXHU)0DkQ0$ zoXGGR(IhH9UT=emgJXK9l7N6uDvk*qn0r8TVyI3aScc~1=3?UDbb`deY`r5bQlS6u z0EFy`-Gm-O;DrM}7I^eT!}ZSlxX{@n=+i2h(@8wGq|4q{B(m|0s|T}HgNbYbz~iql z8%Y-%KzR1d9^^KlemjWW%+%VF0mc5TzvTa}@fBJ=OyO5DQVy^KpOYGNPcS&IuwR#o zXED&v@_+yXFf=#Uq@otg4PNT>fRkY7=$P&EaQmH@kKN$r;J^wbN<=?=__3NOmPrmu z3h>vLI%RAle?VIXnSl);D4@Fp@;7Y2WZ-u_k^_MqFiS85UJw|#;@Q8<STSR|cy4Z9%{756kQ|8YxBMD$<=nv=xWhhzgHRi*^R*w0Z;>2ceG0L@kJX z?a^fsF{!bV3gM69i*s|a!+L_(7w5um9<#B9B>qaOFB3M+t+`u!&u=d*+eTVZxb6?u zP6&2)1Fu+}54V0#wMr5Cly09sbH!puij^I9Ys?ukgXVuuI?&BI3Be??ufJa`QwhWo zo~L^r)r*bDNK3bY)CPyy@F<8ULG(Qjxq#JTF|))09Hp*MJja_e6DpZkA z|IFh#L*cHRW`kP}#qHfIT3yHg4D4_vRfCTRmAb4C{8Y||iZF6EB_?9L<1 z4#x|ih1TD7xEf2PQoGM**Zy+c)dEc_L-Lcm?+t$1VByu{*4a=0Wjk51LX{s%(si}f zo4L+uc4rlw3wV!j8Ik9nhWZT=2+pmLvr3x42EL9VI4a+Xc$f`Nz#M}b44*|GZvR&N`qe!@Peg8@I0>-l zdcUj{xGgZO2ajqqYKi}gE%Wz_H-N^Qp!joWe@IOwo~yOB75+;G*l=%DEhdDbULb0MY%U|R(7-?{T(*Z&QG60Qd z8=M({GKSjl)HVaH1n0U!x>AK|Ybz^nLUEZ;dQ#KUU^=}zRDQB~!c0Gp4q)Ns3>H`= zr=#FO9bZ@Cu?}ib#;#;er@e_7nrY=lo6qc!xn9=DIk?6iuvt{*!)-;&C@JGeOAs3P zeVQ`5bo}D$wK3VOD~CCMvtxxLQdp*vbQ953!h`Iq*-K^k-H_X*?h~ep)CbCV<}%Ke zzS*Iqvy96o?iv!?)>EE=Rz4Y<(r}}`~hzF{zgNK-3l9{X9-QMm2n&mABBk+1&T1DM8*e)) zJS*eUq?Tbvc~7(s@)y;X)8Sw!iiw5g-`FSskQ9{s+IGGo1ZwwL)FcD12MZe;nlS<{ z3R87Uz2i2!>(Ro;G6GCYKVU~IA65a+1OTgUix&X|q!MG_QG=MmO@CKU&-$9mefnv) zphjREaIBV={h|eX+TpSg%9EoA7oJS5HUmGNC{Q75P|38LmisV&nEMU4(b<)Cdj57X zhi+rb;n-}wrDV3oDRVvAOetB&EkIA-C$${?QFJQ)0oBwZZ@i2a{{aV1#Kvz<<>^6u z>h~jc)Zpb!fHhed9kPW|TUQNfKoWap}mqa?z1-3jP<5t8Fo@D!1avYGC zs_xZUI+N>;<>KIA`)TE_^cn|h{xn@Jc^VrVLtPwZ-MTi<~Lk0~+3uM4x^u-pe+9Vy!2d7q z-2nB@z+gI@+6UY~&1MfSFqZui6m<4S!=M5Hw%9-f0Y?ze5-5a57ki*|fhQLsmihWB z3K4KKFk+kqW32>cy;q=fpbK9^!1Nl}InrRkI5=Xa4SY#{%zVc07yf4$Lctmg&iUL< z$N_=_0Ac^wi71`~h$=|2c7yiJ=XyjOLnF^_yodBY1rbt2BpY$p(YhNM<+~Ix#1R02 zN>XMf)QJY?iUUkYTk~Jb$gl$%S1W^r%h2aptbbUxKWdGjZIk}(Kcv{G_?f*LXghbh zT9fa#t!B_&a`;7D2s!#AhZe^w@A>?_UJ3 z;*Ru(r0&0X6{q=#n21PXs6SK+p_6lDTt;$A$^c+j+OKuK05~uV7VR2%=14*#-Q7VT z4UQ%&EBhRkQ0;&VjGx4pe4o6b^b{2FE@1FbqV#v~&c#_|DGLdvJ%a{O$?Z=NF@wu%MGp~+8V)**@HcM?!Bt=|Y{Cp^c z!IsBn;X~(FOir7HM385KZue?Ou)Tu^YpyvkKfP{u^9Pf;kU^zGql*B1P|wf5{FF6@ zNf0$L!TeN<8ocrP1o2CbG!BV~M5QJCn+1fb-jI5~#YB5em)#(4>cE++Wl;sip4C6o zthTDxx>4<&$Bq3Jg{|2GV{5`cFiWzQ6py7AHE z7f#HGu@gvR5f*7*D+`ZGDMGi>(__*)(IQtww_w~tM5^(hLFR1*0RUJKc!i#Eq-F(e zZ9*{ofS$#m`fuHcXlSOOQywfeH>yqRf$SDYf_@1Oj!8|GE7NbD0RuHKDt`Umn=7ps zmN|U~rZ~L#*jHBm+n0^k8#+Cxu1SmNC+rG45p*TR9$jNO zO&ApVHhhvL^n8$GB(@+OfP2M<-~KAKl>coW!@|NQiukr5K7LUFP6QX#=CjZA-YYS+ z#3-NLQ(Pd%QW8I8W#QVgRLutGf3dtTOO!3Ut-h_}foQadNVaG0OL+at*l$f^7!ZFQ zU0DB(HX!9(-_4g$SuM;bwJFz3xU}-Tp3Ys&7erWD)!LY3`d^9I@R=SB|1s|iM1e0wqUG+N^EnmAZq#=A@#y(K$3JbPdhxh%xpZ^ib;IT6as!`4hfW$HmA#hj-h6#{g=zJ$|4h5q9%S%? zUk)gawVlhhXgP=(qkxG$Vofr@X9}6Z=g1F8m(jUCobX2bE7Ii8!PFrIyAi%=;x`sf;6q*J|in97hk!Cc-uqX^sL& zHh9xDDYWx0O>ct3Z?_pJDHD=7Tt>6{u);}03QxG9pDp&D3Y65|BWrnaB?M5JqI;bi z9BvfGLN(3j7qH};86>%T&#F$Ua}T%SB4e@muGrbG$}|5qwMc*KsXh2snDlL|XwGQ; zmb^rSjXzD&`|@P{i;*$aCfOEXB!)euV^;I0ur@a85Z%Uji4Sd8f_H-+Y$DKya|)cn z9>~kMhmi9XzRtKsmE6CN$p|HU{%dEBM2+4dE4!~n#ctivh}Zd|^QzIF zpfq&baOS)EV9p`<^kpYtpzOqcK%~Cu*u~GW!Ras6+PI|`XDzKojSt12)~9b-k`rY& z7OR+*RW%X0hv0_&m1e=`>TOc{=jbwB9D!wyQ&-n?+9?om-d@ga@oL7qKk*vIb7H48 zwW0jGr-!B3gH_dhf7QeIEwDK`VanNbAvrv8R=5|Z#gi#55TA+n@5WU``88GE z&`w)dK_QCAuNQ=2-@bp>eLPOnbJ{KUf4D0Z`gQql!A(Gbh0CNDUSXW2>(zdBFWn8E z2s1s=Or^$;N4K39)pT^ZjV)ATXU*v|wJwxATq)VAwRS6A8GJXx1`DBee|M1jmFF?_ z@0XK&IA1vB4cRI3hZhAG$IL$3!)G|p_Lay!Bg;-p3p(~8mbe&tDtD9dP2Ed$T)iiG zexcP-HDa}*Aa-lyjRIYZ6JEfz8Y(ZRo>Jnz9xa(TwO&eHZNE0Qj?a`+VOK$&5V z%|p_&+ji%Bx3=U(g~V3PZD;^PDGvYk*x=xoF{684pS_pjS-s1?dYSeCU0%)CiH6&l z&_O_f%)gqT=U{dH^Awqe@{Y^AYDJ+gQ_enAOy_DhI3&e0Y2I+lDZ79!o6{v|K` z83B(f?`gM-amf*;SprL-So@^hv(HbC&ZkyJ=vc=2n`i6SMvP=0k=32WVk0$G6Xk{z zO6i0%7@rTUm~4j@WOSZvzw+L>d2&LZEX&LS3&KAj3oq01P3>*#$Z^MfyXaU)8+weh z3G$>aoc9UgI59-86fIY(>o8!N_vue2`yU|ez+2&Kz^vMwYhqElwwWQo zaZxl?Aor3yK#bb{%7dR`@o_aH5bvAUpkAXpmi;ML9)k0m%*aTSYnNG>1{dAFsE&_^ z(8u92Z$WQ#j<3c2;1HXM5Gkz&I7p(xF)%T*9nZY@Jn8$c zl}e6O$G|LEZelvY?Tkh~pkZ`xeaWP>wpdVS{@lf!>^`F?lrf;bnGPwgvrwKVaru^| zG^0spqyF#ye8qN~rdWsmYM}B^l*#pS);g!QgDR}BRzoX@mqoUcSoY-7Z- z{xr2D&X`N{dxoBeqD7^|4;5ayM%o=nCGE4Q&Qpaf*>e8Qjw8`OBz6<1Mt9bkjZVom zTI|I3;@Lu+CFr8{Xu7Brp)k1kJ*n0j(_7Z6+g3X^oyDVs@lG_}1SAJQ@&G)qRSpt3 z+%^lnU`#5jJH1fvSW#WgcnRVoyLcY|$E;N3n8~+FkG~d-jEuYv8;C%rd;nq=N^0H^ z0DmByRHz>Wdy_anVS&ob1z}L2@W%5M$v~t;-lIXYN6n4%y$R2o*OdDnk@iGNtF~iL_tijn`|~Y#jNiL9Vqu67|cLWlB*fOss@iHRdcni0?8(q^@ZV zo}hvb%B2s*r(eu)Vqx!B{xQ%$(v_z?vSN>hja=Qi8tY7#--hz4E z#Qm%=sEPMXBb+##f{!m$RMC3n2G2|D`n|~DkUZ%z9Ojo`Fx+$T*tD`Vw2RC zqsq;|deY6)&7&2`BT1gbzFh#lCN5NO~Y=vaA8 zO?)t%VEk+J(gFc+L&s=mp^fY8TX0ZVZ70GvhFbT6{Wv(3%m-1fK55@(I@!JP+(t{v zS2SE|5l@=mB-{zuc5Km|cZ=_wuuq(>p?Q#EHzYgE0{CQ7+A3JbS&{cg2|fIwU|Cc$ zSKUtNg89k1F(AQrPp*U1`J3SMpP_H9j|5$Nary4vw+0&}1@NArs4^N^#sGLMCtjr_TH6%iqxEc?gkiYr%1m3N)@_I^aIcu(@z_H0}l zY+H9|C^uOzk#Z$$;?YzcsS9hXuG#H)8u9e#UG#rY$$a%v9g-f4QY}+ zPG3G>Meyt!E=|?P7cD>oj|#|xEMcAFHX2Za2Ozov9EB{U*B}xD_W?X6CI~VEP@4@% zal3oBvHc|V3ykvYY|3}J(bw14UOgaO10I=V1N9&$cNRe`9sT9Vz_J=weQVXoy}9g3 zSP=t>(gRY&*O!;>Q?hRSK+MT^Pqb0gO3CH>vd`74r81dDUS_^Eq8NFb%`)m~KF=f~ zeRGK$Tb7Gy`M7VaPv`5b3+BkSSI82E!pz&oa@)h8`V{ASgQ^@VnXK(j zc)#QgrIM~wVp#})wWBB;0THyY8j}HB;C_Rl2p2pvfYVq1ZEv~#{iC5(YeORPcuff& zCm;Z?0jADKC-c$9^nl2AI%!~OOfl2c-R0?C6}DjKT;e?7hPS0fs)sSXZ@u3i32TpVl; zZG`BAv?NR9yD(g@WJB`gZ4I*OmHm~pL9Wdl0A0w>5x+ zAfmXwyZhn|c+SVD`+FwP;nlXw=^)KXSZQ~TuPTM{)Boq`w8m>L8EfRdJ2Hg$WCRYw1Cs+Mv)SRX>M-cMgf{Bi|7&BmC-5G+@u$DQ6V{t z()82&v2l)+3`@Mky&UJ-XLD0WayL~1xR-enWbzv^mjYjf)6La{I?}I9#*H85Liy7M z?~aeMY*)}1THc@V;eDC2_xxCS`g#3;pe#a($u8&OiQQpl1&Y zIi2u#WX$(Ad)_+3GBL_){(a!MINVl^lE<}(`kz@{Fz(N*Oi?X`=8L7J5y7MqWXUFq zG+4m%!V+M7OyBrPj7xdpF8k;GL#Z5ayr1{hQhrUsPSo@(4vgJ_HTiSp2~)+4BiE@k zJ4EEbYK*aT&eA^UdZes)XDy7y2j{aqR1y5hSeY5WTr&UAo^}^f0pCdk%5i=wS ze5beE!{EzUhVG#<&jqi$daUZF7gmcy(yb|B-P(aUpDByV&fXsj<1 zo~mWpaJ#NmH}rNqv^<0&#`b|~>rH1#yVfT2`!os}2%0iiC2mUx4a{A^Aq{X9m zFOAfQm1vsGfmS*183%J*fo@ zS8iE7SNGT6f70;ipr301G&tQEY)h~Bax$_BN6DuY8Wm-Di|O$$M1 zv%E;0ujkl^p4Foby0=*Ga+Idq+}dPcm00O}w1wyTgQ0N@f_#}?|OQCJj_}>s&QgWn@rUHS=V&MO|j_Wz|wuatq@H`Ogwn~ zX+lXqsbKl1?YiRj?#!0XE6QW_NpWZiK!3r`6h<_akS01S-QMpf4(!OPqnEGCl#19& z@>ycEI$6tQ^w8C8jv`ZJJ$6FAnR7$rX!dvzg6OgeMM(Q3_^ny)9U$^+Ke;9|KRMcqq17tweK55DG?D6X=wxj zX#oKR0coTgr9-+Kr356TLqJ48q!FaMq(vI(?(Y1~``ORl@808m_P6(V|5#(VmJFBo zyyv{;bsgt%{El}Cp%2WlA*C*7zUpY(oRPqt@Sx)1W?5i=-CgaZotLe(^SzrF1~v{{ z=+h&8Ne)}p!BJ_01}R_fD?5S_JRK&Oz*~6p4LZlHbFa;t8n)SO6V+EZfe3_*#UCz&S9y^(% zvem51*PQ;;u1k?g)z#0w_lyx2nONAJZzmJ-h=;RjL{yY0*brVwOLwaE{Ld*h)$1%- zbQl>b2B`IswJWeWY=W4%EF6vD5HJV7Gy(?-axNcUv9R!KT;s~xihurIoWp0Y=ASkQ zW6QDEN3-f=x?ZJSvL4Zy{Z*ffA1&y*JaLw9`}0bM8PT}3k;W)@Y6S(g01 z#-8Wn34uJ?L*u~-X^q>Lvi}QFX^cC4OX6jD9Fz2o;QMS{U65`FH9&m5KwZ|nbzVj#O za^8gHQ zz(5AXCP-Bfx`PhM`JFXct_{M6px$AFE0ULN3kVCyC=;agJOHu*$=N<&ttcw)>s8;m zbLY2tDWp1=a(Y4UET>-7STX}JNJB#dU|k}B1oaW@K*gZZc^H92>#|jI1kqY5Bzu4) z^ahA|^fK{J!HAW>ZE+V&K~xWAWU%olWK~9S7;#%_R(gnvn%lA2s-FS{1=hPk?^lb9 z9AH+^5A<1rycIg7heEz3oAV;8&CwG(H?lj+&KQyv!Ji0%=KmBuwUx{e+31hx`Y~ge zEF7LKF(Y96tD@rT=BU_W!Xr5FJxfzn8xd8AXENhS$8PieY3C}&s4J@V+2POC_YQvI zuV-r%sx)xLwwvyLV^KLjbh;OJM1T9(82?h&CdFH*?uDv3Yp?gj4gX@psrE!J$NA;< zIO3CYw)F{eSw+RWo^BWQL?Ndf#-F@fp4>~5>NlP*E}ghyS{S<)Ruj-Me#~YLe6ok? zg+72kfUt-t1kfR!1}Ck$=HZ`ZWo*B-)HDGIMgQbUb^UoQc-TlUr;3fFf%N7B-yTFr zUY#HB7*!gBFL&=^eRWmy6;^+f5xA#-h)`nM*J$%_%ldP?HRHW>@qI*WE95{E1e{r~ zVD^oHgJT3H4uEG-dK}LLilyv9UL_(r+OS-w&g+8x=g8y8ijYg;l~d~^Tqm>#{44c^ zWHPpAsLV0oatrBt|HCjjgfZ^t-L}$jTqiG9Q%<|`!sADXBWkN6@A(_E&SEOZ2h38b zWr-XfwieoUPRE=w zYk!7*B4cM$_?GzJi(>s-x42xkU!{0ox`J0q0#3`1y{eZTpLJSbxO7B6K++(P(S69N z+|`0yV61p3i7j|Q5#W7($rRJv*0#hI&3iRkW0 zpbuTrjbA?6aESSwiXQLhl_#u`Bc{lN9sQ9Olk-aT>*XFVah9C^;?#FklGH1=Zeypp z`sLL3lP
E{(EOLUt7EqFrSxN^yYFU`L%6<8k)laO3anQ40(5)W0|eVDVz|CpSK zv}r!-Bk;fpPFHw=ob2R{mGAD3bR%Wdnq4k6>aF6_z-N#76XK4VZhvRYNC-x0)6FTd zAhm!y1t2R!`8pOD+VEMP!yR{dd5Q4z_upB~DJZs@;P*P;kq|mt=Y*fpGWCQUx*-JN zTXcVvQ@zrNP2hKAsypAs21iKd!#d}>{X=%d9iE8p)qsqQ2WN-6 zG@sX)8s*xAPYu(=BWN*WDkL+;r8u~o8XDft&l@6r-C)MXz{H$^z+L^s1UW=J!N=PU zKrSR>?K9Zs#%r|pt@y!73>qwfyHa-WEd>VolrG4FA`Qfa#l_UXf+{b6%)!BN(+Fuv zgMe|l+W`~2Weq{p1!WrEuCE#K!IcjAY@}HY-XI3BDF~3!dG<{T-YOX3Ui~%4vmw>+ zd%iL2lI)11%@R8wbT;8GVn%-ZN z>J#)|4G2|;*8-~z9rLbT1y2=Yx3NP--Q8CNM~!nk-G8YJ7cl==t2WSnx)UrE`$EK! ziRdz{EvpKjeo?At>%EEXRgGb0wAF)~Q;Uu+d&#WlKaRv!c?;*pN)6qdw7N4>Lv&Xq zZc~)Ky@t*KP&woj1^|L!LwODNPQYXx7_%YIVR8KA7Bb;Fl~?TvFA-WgI=tJreR6Vg zW`25IxQQl^@>)Ft10Army1?3PV`DQ77?;O4R>Tfy(_e9;NONThG=eMm?XB-w#>70T7v8Snl?~^bOPo z->4{jC=;91QSHm6;7=C z)n8faK2|UAb_qB%zCQP(UaR|I$F~xAOP_cIz3O$Z+CbAUhV^tEZ5`5pP;2taJo28j zouqR6hc}K;LLo+VC84I!;(zIo9K%K?635(s9K^3JnD|0fiuFK1V0-K*MZ89w&>7$E zuFhDgrnpsp?Gf*CXjoU`#5MmfZghPZ{+(T2v`kFF;Ac$hBdDErcPw>SQG}Ty1}-iG zA728Paf<*LLBeIKFe;1xJ!p24Qe|iBXiha9wZ1Kn=@PZQ_|`=4#Iv~2*=)U!562^v zzC5!GG}Lq;l^f~E`-dJ`xEptm1I?$*wzJ2#@MuE~d5_3DmW7l0nFr^|R8pRKPfS=4mqx{`A zBQ@foE@XZ0?$b){yke<8+e6SX7wG#6BTCD>8tpeXv`m$PDKrPUEW!+}!h&*0cSY?D zm?Fm-$WnJsHAM8w*2Qc-SC&Fj_iYX3YTCB!+_B<_`~4l zem^aLyCVTkrC-iaK7X=0Z}#^0zs{uQDX;0I+$Y`2IAA_5tn#)GNNX;X)OOraRH31?NMAF`5lEq{P+d_Cz2YXyev&64f|G z*;VbIDLb!g$2GOJD%HL9%8FXr-dVkbdMWPRnC{!oXo|tQ7=tBVo}Z5?>H`-h zC7&k6YG!7}`nC1T7MagKh436voY2S*jiiLmWPEOuvmdQBpNbrZkMb*de$0%@UlckG z+HgJz@<+LfAkaEZbC#A?^15`qhb@FXpZyl6y}gg!b(Uw+eTlL}v&bbE&h3^UFD5SQ ziPlHbu9W$uA74+CT{}aZA{4xurFMg+3aAg0c_oFl&u=U(NGdXId)AO5)Q0^(;w6cQ zYhztKIUoY;V@KSb>fa7AhfDP*6eXLZD;s z?ogEu;@EEHj`MvW5~( zfF-kKa?OP3$9=9RBZRbTf3BBghZii#M$&>;qrk{zBkl(XCK7vP`yrxwR~uwUjTS>; zM70+>t_#EY;BEPI#(Ar35%>CA!A=S^)UGSq+mw`^b}t5E+#Sr1SR`%@f1+|k3aa-( zxq9x}SwEjC8Yc8OY7-YlNd|#&uapMEr=t%us*>Vlv0SCdTD&$MUzm+8g@4_otaWy@wN~5r zDK@qe&n3@?>?<=|A327-)y}%T%c~7Qc(Wjr;AHTB&b}1HRhUE2$G$SZPK+s*V(jMq zARb0b4rXR8x{bLi76^{s6tTDimnd|QvS)_$gq=6e)dC;c7kz1X?CDM|a+u!D>Q<4o z`u!xz>cdqwCsvGKav<^5=wSbCG_O$$=ZY@Oa~ChR+RH`BXsL@^YUB#+y!d&KsHG{xJ*O!U}`g*Pag1#QL&luf6@#fXBy> zlxvT-Fkmyso$v=w@&R6*Kyb5C(Q);_-O{M*L!o5tvh7~$8?I#MDYi@91~tT|Mi#5b z>g=A*Y;V>Q@tj#Jy4KJZiTNt8|Ggw>&xsm)rT^tsf9u|pQD>I2*^ny{Pz~=ZQ^J)= zyR5m#oGEdNiPp3!YBqkJSz>YE4ht9c0Ge)KDW@+X-%o9I5`4>2tJ(r6Yf{|XOT&QJ`Q z>bn!rOKp->J!_mqCds6c&m3^gxs_ozd;VL~$8MId#NFhx0GalBMF7i8{&OL_ zXUiSNo5rC>+jo6xi5{_CdrTt~(@(ihOT(JMk))Oe)AW<5(~BhBf@-O~x0~uiFY)b9 zDMC)ysV;O+Zu*v4Y_)FV)glay%!v7qO)krp)hh;AFjQI~ocNLU!BigDjjngF=vLnY znkp9w4mrQWG~@#_m}m&(v!YrypA*W!Ur&WfwEmaodqE$MHJ75S#PTYdgm`Kb!w6DJ zwKp0*pN=0#UXF;2eQYaZ{?+6`Um|8^+*q^iGJDx~q?rO^&_2?}io#=?jFJ`G6^=BN zCZe?{y<4nRB5P?B>ipRiPP42bXB$*B73=M!^z>55n^ox3-+r6*4PGY>%Uzxw6qW(T z+S=OY)>aZLfSUF?U;Xz!u9?0&R$2C})NkF7I)n-|7(XHJ@9I(nNa2o0ocb(+`&Y)} z;ysdVyULOojRSv4eR6-zE}@_r0(%m0co9FHE+u|Gv%qoPwD(3FvewE}ebiMSNwPb5L4CDW7uYpWjQ$o}J*mXx>hOKX zC$0+fz@V?2Q$CM|yVRI|93xx;6h;=!l6sg_0T>Q)*KnpO-j%aFzg1 zLM|X60BJN0$Z7%h84`83Alw2xtVl&lHdE6pydU46oDA-KB_L<==O#!*%{$cXI_58nWJ{z2T9jlr7O z`h~Xb#>O@N1p8FVZ_zx0ay6N}iz^kU!;r%daY#|1LLN zy&M&|0r&xgyR%-p-ZXCW_zTv!Q~xo5TK|v!ud!17wQ`4*I}k$~D9}rV;Nv25YI1US z5IzIMNVv$97zu!(We0rl^iBe!|5u4_|4ZGp8hTMt_Wa^10L2;_(hj@UyvAXBBq|v> z`;2Y6si|HSX6Z^HSNFNlkZVJpox}5m)f@ce33w*bgOkM^MXGaqiZFP5DD;6aqoT}k+4bf{)x+l@eZ_x;(d%UZU^#aX} zCuP!eZEo3Ad}KvyfAx|)OHRnG(nnzjr1rQNl?P>!n~gwRvR~{<1F_7-)wQqA+Z)hf z6*e;>L6k?p5P@u^auIOG%BXw)TS0E`J^p_PasvMlvv2^g6A&;04uLX%D0i20QI~i!`;MEI+S$leF*>`#xnm|7^PsEz;a7W?n zTZK#ImW3A;a(kq-qUw)|+aw6n^~Vk%R-BqBZ~u`hFQD8v(9v2^8% zNh|7GN8(WgxK?5QyCtr9|*9l0T9?)97;R}c1jSG%h4-6HNp%1IIfZ=1@sH{b< zti9vY$1YlkM_}*2dobG6;%!yr@#~rHNd`8Pl2Jmz+@e)Wt6m@;xo3EqulM441&sF2 zQwD{fH2Gwa#8h~t?a!~j(a)6o9&J(OeZU>5Y3XqCzp#<*?r%*^ZC``$5~I^-qc zD0^+LEu77Ez+XUy^!bq|I^1l7zeLjE+M7$&UeybP~aorJObae`DQnQB7P zG-oXff+&tcEG|8x@9QCB_W>p~?^U((gAKP&w2~ZX-Ut$ALeELd;Gl%aA6f<)JLgm- z3y-r}J3C{^tHfW{y=BqR&`hDM3}Pdqcu;ogpSbqVq$WiDZbSMX)I?-(4a*<(pM>*zmM;B+2cwJxcdRy5VWJLi6FI_8OMaiO1ECqQ331Xs2qt zl4}|PN0Xy186nQc=bc{PlxGDN=jam>XDDM4Y!sIRUT<4O3H; zK5+X3c~b=-h;0Du`DK#o*$O`c__f*QAV7HKj#%8~MLV|!yg773aDYkrKV>Qnf$QKS z^m_~rvjA#lul%4;QgViA(bIGH+aUFmY|~ld{PxXWlxRxLo0{MMVz<-${+6cDe~R-$ z*eNBVIg_!@XVV4N&%+B?B)ZE zz^WE^aNt5fzeB_DFj0o$RRSRiNuqVFmTQ&m+zlG>57V%)f@*~%(;-pc&{>ey1wvMZ z=NS)NPf!GJL3r^$9BU$d6e&kQ=M(qPW|EUz1e>I?evUc4B&*q2>??2veh3Z40SEyS zr0Qgk6%m!*XGx01WKYn$$+Sc1#>X2++OO+7uB|PU7$}*%x`*Pla2Dm)I~9@;LRa%M z^qJZBSr}rP2#*FDpyQI%4FT2mcx2wtT!X`ga_K6pt*h0qo|k0r>}=*2$CDj5gB#wn zYWY+7bNWiI->)=Tb<3|U2io&kQizAd4lW&KRsQ-9VXx|$`HyO&S9bkW41+f6 zM2Es9T7gu0QyR@dZjn;{*;z!0QFtvUGguP`cg%B_TsLRH=9pEi`1t_Ur-W2;oR30u z{<}i)rm?d583hA=Xr!9ghSUXX7-XOd*FvP9@MZBK1ca;VDH~=M+ysf#qz}pNi54(a z+d3897ZM7sl|TQb=S^}YK#KuD?wj`>`GAgn8|JC!CwpSsYS-u(jPUTI8c*yoPn_;n z+R_jw%e9VahL*|>rv6bN2kX#{C}k3bzpLIZkMU^tZhh4jlk;+LvX;E-cLPi!V&m>x zHb+%4be2{Xiss5(pFXFaIh&2L0~@IP!0f%O5`$fTaYae4(}q#bPlcT^%86}L%Rp%* z3)D<*{pGkk#K_@mGyx$#z5L-Hg^w2ESep1q_}@~X=z^n*(_vfQqo(}W65~3RJUF@m z-3n5^EqKX2I!iFPeN}VjS}(-r$;rE4PRh$j%XLt%=-!Q_eW{jvUHvs|fcgo4GT2PU z+JviP-Plj4e>EO!gTS)KwzHn1-doo&%=`IVmc?3EG%+3IDo)lI3*l5T#TQ%`@+OG< zd>k4Yo(#pmN975l@f-^U6f%=TlC|dNm-+32McyJDYTL!qh=$=e;)Ea>Mi5gZiM(A1P(oJ6Jk`M8{`xVR)fk;&Gnk4-P5zdhjd@9Z!> z63(dE@3%WX|G8EVKHnniDWS{rJ$VsP(f052X-y;yZ1|5i(qyL3s^0#Blb5TY4<9@4 z2a+M~JT*%Hit9ijD^91V33(x=`2A`SJ3b~vNsWzctRfvkQ!{I0WxB~3z9dR}=#u=g zVdid^SyYHMJ%NUgTND$_+KQQ(QuNhhV~^@gPIwtyHxqEaW~udf6^I&2NH+53CE2}9f8ct3keEjRItg$hp%_IeisPzC5-yPDjo>^EB1Edce#n55q zngtHsk&%(#RnFF4kY_fpiZ@cBCLFpJUv_Vw=BMv9g|X4JlG5wRVe2_+l%9eacR~x; z5X2@--U8HM!DhEFqTN#^>4U7i^8XOwBMr+(Fz%$>ihno=h$(3_|hW^cA-Sy}zP z_xRFloL$b!W1q-3a&=(TcjBz=l}SPB`-|S59HgD(xO_n3(*s~g1D$5LfFV7~2>j_I za4fl3(n{jS`UdgjJHP1HuG4u5o18n`rPPeFDqJ2J zJ#AG?MpnM9iMc3^8T{IF|&-D4Hv z>2RHH0L=8aC`rTRMK3fhiP*-|4E|d45!qIa7tmpd3_3zoIU6<~F?SpVb8+m?^{r^r z2Rqa?6ZNh2&JWW?MgvwAXicx08;$JHK*XfVne!v< z?sb2W7T0x@>1x+K7@j=({stzwE|58AE*In0el6&Oa0;#eiMLE4hzl>&e2P)=8$MDN z7NWo7U4QPnj}T-^iLy;EEVT6*FY0g1`2guhv*^Bq?ds|14%ocoHNQQ+a(+^&O%6w# zU+n|C2TEt^$6zkZ|bFI1$vedkasgiEoL3IQ6FVNGn%4|SS|4~B&63polG3pD*K(0LF_y# zmt3@r=M&^U5m{D&>T=6GbL)C_l-z#n`P!t}4?D@a1Z_!{9FGG5zTH)8otFtr7-t*w z#)p|)>nqP;HV--k-C|dbU0tSP_Vgaxncd+zEv!N?Q3-3uFWb4Ss`|asJhuN%0pG}E zL2+afe`g2xj5)%5+PYq31ytQHzpK!u1TQqNY4r^h zeO*g@UFtNF){fs(U6RH*bxZI?O<0%%*;@CPN%!~s9)SgJTU4grY^%r7S58)rpIAn1517TOq=Cm-YF=VmhvM3)ftKk1t~0%06CXWG3tE>p)koyV1b@nwpmXj)I$aH)oOuLqM?v+Q1sFMwKXW-6)gz^`{ODch0Pg;kLck@4xixNS32 z^ry|EXk%p>JsBYj!sst=`?WE%uq0`f?e_;hc|w_c;tb17d%FfBLF9|`Z)hEU{l1l>gM~!>ixTKkWe{8h{*PnC+)kQS^ z!_*q5LpAJRTWUC!W*cyG#_#V6B%LEY-P4)p;X*4vNtRpGbhuM|6K0?zBg^h5c0dCi zpW10^X;G9p`N!WlF(Cno=Rj@4C41~6PE+}=QjC2Q??t@Xsrx zVwUnGftb@+*|^_4wwh{s|MHFUpipy9**nxyvCfi_)Pp}EWH++7FnZghX(No{xn46i!ScU%ns*cK8f5KCu5L{txGf%8j&WtmCW!;X4c<-jP=k}- zl{v`h8uBbE*4sI-TJWtTw^h-`pRQ|MdzQDJ8WSdYGmVX!u z4Ug*w4FY?Sd_IFcsl6*Veo`XM>2H-Y8_da@p<_}q@)(Q{*ew4SRx-By1H0n@S|pmW zG1K}w*U0FK^WkrEN9_M?&ie*ad(Cqi)2T zW6WMxw=eCceMu30rq$RkeiKD>h2t%^E6S_qXm*5Se@ETbv1K;)1-;m{*p|a_te*{Y zH*KGNHfMRQlt6$L)WN>{#ZWtT@okZJ>KqE&qTlMvp+OFdr3;v9tcROnW z{omBcA;xa@=WmSd8h@IC6r{^qz~HBHeCD=)PdJ724}lLHqe?7FWehQfZ^L2;MlV!I z#ehnTd?5Jv!Y9+dRUd3krG^Wgz6Zo1kp?}iq5ra1K|GE;pDWF;0H7% zeekq^t?i1vGu%1sze(V02< z=kR`^qvs*{lRrsge3s#HWHc$YF!c62exWK4@}TFv*0F}3T3_*z@X~jU!`$ENmj`Io zZ_Wy5_5O-U-}qhTeeG#opv}@D^RbD^hHh2SBS0}O87ueX`RSp7R`9R;9o+vq4iPVnK4hmqhAn<8>?ENJvhY;{DjdC<00)T`{Xe4_)nwQz3vYrrbA6lJyPc_3=~Rm zS3Q8%#1&iKB4ZBcx4G`8h;6TW1`XHG>t(IWOa$iK5Qmv>9>0IKs?v47@qxeBtzJp} zfb>7giWR_1-#R;7~LxXWh10StjIqkG8NwjzT;c%J0A%wZo z&5ZvSeC|2qmh_dOf=mm4f|m|`I=Ys3|ILKj)T^tji`4f)6uP754su%fCn0d@sLs0W zLBZwcL33Ltryl2VaFs&0B&iBKhr#_|e{8BO|1V)@chU|xnCwitZ=r01i}8{7rN=)- zYy_N0X2CE;4>k?>Qew9?TuPF7m43bGrQ>Bt=9gP!Bsgsjha^Hh{Z+?}yG*?XxQJAj zS;U3UOk;FP=$P`SP0CJmNUVZ@{SeKm^BCrzEIytpozxNKWD|u$qb-u)g>G!ecoj_15XWfVEdQW26)?i()chqM2hxpTflYTPXK_7 z4bM4Gs`sdxA-*c-zw(e~kencUQYI&BQ8hIjOWurfO!emH=U-pECG=lNhr923gX8Vv zBO_b#TrO@GWW|M2t?{z3{4Jc&ng~Qb%qnKgY|!Bl0|j)dLkkw*pgC}pv#pUUd zZsW;R*UU^`n%B^cH_7A<3{Y8l;Gd%p=lxy_zc)%oNhy%xWk+si#+Q43 zNPt<^e`4ICq^>@&n=6tbK83F)Im|NzyF|0$d~!Hg!!8jGNNo@phNCq&=y83JY**Es zpbsAa#`zH%PW!=x3`G=Re}&-+%V8oO9v)EINv>QdW|x=WD`wLQ30*Ov0Cf*K%%ZDMkfO56d~H>$(yQ_D%14ad9t%KH)r6u9Zr9 z`=FBp7Q0y(#?CJW8<8_Lm-E}0M zJ#&iIUxk^Zl@wVgsjT9>XxK1)hzTCkQ^w!_Y$K)1%u+{CDFY>2jK+p^<) zl5oi8MzvYrvnL&Ou*>_)F>nCZV5G}{(bCJR(umB zDKYU66hb&{j+;Hs>|YrH!8934V!p%MUsERUb%OE; zF7rSM`Sy(wi7Egb9#>a&~15YHRm&mu{{)E>STE#;7%ZHgb- z+c+>;B@OZHujKsd3mgrymRtkw&!*;VY*${w()|z5iuZkqJVDvTyn)&8-(s{AH8~f0 zDNJ*fwI}V9O8nlO->8a8$}?E`eC;{8+_!BWkXN@C|LPoj{>308>wfIWk;3EEi6Mx0 zwjAXzwE*}}=*LLnwO)k6Jt)ioR4XM=FT=np2+i6JQ95K;v#1dxN~pa-`BhWRG(&(>IY->xoN>C-#o zb4Ji^=bKpk+LV>;UR15V{L$ake*>R=Un@gd3US;@Y8?S(+(;)W@UcGx2BO2>F!w{| z0EHM#&SG7q8}60eD>2l67gXit(mMj1+JVqSAH|?UIn;`>?~@{(2NGxLTuL7u4)2y7 zuKn;{b2wLod73LrJb+8? z14J3%CyW?5p)pwKVqXdV#UDCM;F2Me1t*dG6v!v-c)H2w4vwrU1K9n+ z$qRK^H6&%;r*PY0Vq#K3OC}hQk#u1=3BWk+nGvrn<8xJ2R!}6H+&9KbX~7g>VE+B9 zq>@CFrcbz%?N<2e{!!HzWhvZgVBeaKY&VSA!*UNZi@{$pzjJPe3cip6N5IMN-+2|B zjLM%o1H5r@i5d!NUSNVq{hKSt?Qf%CZo|kBqfE@WAfa^QM^XfYJf*ji=ft*;FuKvp zcUotjiszYzSA;%@^4bb>mnMa*r^bLg?vXx4Zx4Ba%$p`k?^+-6^s9G2wtvvvBtFO2 z(9ln@b;SP{DRPyrrnU3zK_=1dI0v>UIJCaF~z3{qQkGp1Os<8&69=Bl98_MtIQN&~-TE=S1yh3qf4ha1ad-BEK{^wX=x znDt@81;2|n%Jk35&5;|1|HAz%Sf|Itm6Yq5)o!*_RNA#(g-Oi97`G>nO)~#ob&ViL z<(%(Qm;@85!#90 zs3;5FD&+=0R^!+WK7pj%&NvEB5xQ;HY@A4`hGYZYa(im}DNmsARaA=@q6r7fG5pYP zeytiVBmxJzk;)`IqK{p(m+rq_cs+SrmlcP@AXg_67`BOcu3IbJYn8)C$|_F$Jp?Mi zp~{r0idclouDJBMUX27q(?B)6*=D3c&(9z9iHzKMkx6@^`CYGyMh2P>jDcrUy)WCH z-GRA#C2bDuRfvP7_n9t35J)2YuCVRZWQ{wVwuyluJ7CTYtyB7dvJy(cD@{M++g}+RpxsnCOHY!W7>`6j;!GyY>f` z-PgTeU&Et1ldOGs_?ZQ4jWd6gg|m#;)_*vpuKQ-BC&KHmct7F7(Bw(Vj5-)UFUR?U zr*Yk;b$SDqmuX?{|2D5qt(%Qf#7iyzz2)V1YAA7cJ4g}w#i;}k#(au0>kI&s`@hSP$9oC`ID*X5!$CZqUU{vw2z9Pt0cI&Mv*)EuP^7smu&-W_cyNV>l-Ie z+aQ)L|GlpByKk-@y_2r8F48}yLPAFVe4VZHW+J##P&XP>Gr9=3RrMw-Bp zM^4$hrD6~z3KX^GmQ0{ShAKXI3E6in|4YwLDJf0eXBIY+<%4P5`o^XkM+`{_o0T-(`c@_WcW6c4I`k{!8y)7lrS~Q8^ahlCnJae#V&v2m zc9wS`8$Ah~$7CpU$?J=u=Gu!Zj^*OeL?D%VtegUBRu{O0T} z&5MgmDq0)^BQ5g*K?iCo;Eg{={;f2f& zrgAtSn@v{p!S+uqXYj6TGW3XfNHPtwycDaPy2hAAbQ7Llad=@25ndcq8vjD8y&I|> z%;G=)iL9hul1^yL)@)x&AmYB&FkxiRny=tmKv?;aHCp|NnE#b7CN9_$Rr1Y6)tZ(AD+ZeqS=YydL0v>7&m)P%K8d5l)ZW=S-Oqjj2;KWfW_jxQY* z#cZX}QMmupM8ro~9=pk)u;HEVL~(auTOFY};{DZ1T$&#G1K2j!qq zE=}cAb9A8l9IVOprSG+U&E(3zYI`@0MIRO8=l6u5<>hL3@74HX`PZ+gAH*d{;@@LX zvKLRj;0i)KVrIrp>Q<%tXbgh_=*f)x%I~^M3uRfHJV~KYl$w;4>XnGx1kQ%A>2C8w zJv|oS?2W?3%buQ~()a{_d39w_O(Xxx);uOrF|g$6AM=+o^tr@?%x5aqt~3vDCnP4r zvA;X&dhWj8rE~a1Ga_)f5ry^JW21qj zb(SsQdcmf-&w9W7Gncp5KDn)CCT?(Ib8Qq9&T(U7XD z0M)#nh3?KCRw{-wZNl3hcQbZOe_km%RVBmvEp&No0BuG{5;U?<4BCG$ulKq_=&ilC zm(87)j=MOiH9_|Nxy4ucNZQ}YqmDY!+8LR&8shjAD9Q!Y7(V>>Z@0W@byNR~Z(x$I!>b?QhGF1+yKxiyz2vGA$DWO7-l?%9kCPG0qw-}~Q`IbQY&m4xxd zZDyAYi2QlbhT#@+H^s%pRA;mWtNAJsU*OVLWWRO%G#YpWoX1M%nFp(M;7d9Ocpw_aseiicLO5SgG)l=*eS`xo| ztQXW>YG%yAkq+4nz0eV(ZQDZVW8h~Ezl4c;O-u?W7*1-TZh76weUvp5B4~dgSY0v} zaPXj2gI42u078O#`A?UrGnXSbyJ!v9e*ecMN1@0#B+ToDY1UERB8ear59M6Q2 zFV}GGf1=PW@FeCH3eY*bYzpbkGnm0ecfFd}AmevQWUH+p6RrzLMQB6C>D-)>s#tq> zw`^|RollwNBVE~k9#3i<{Q}%#L(d-si%8i~Wr))Nt~BB{dFGAiG3l2CQc_Z2wt%Q& z*7(zK8@U>EALJA0tw!KK<#mPw_FmW@UayC(+={0T=Hg%StAvpg4z>@oAjnOXbEfhe1|Ky zDh0PjOljZMCED-xf7w&8KXt*AP&4^+c8c-SJL;F(u%*~mcG}$W-Gi~z_ZZefC+8gW zAUf+fKQuo0j>iABL?B@o~I5-B;4J!zi)UpYtJ^# z+ontYTcINff(f{%ElKdCgO;k@*B6GlHc?D%KQ1AbkWz0FP16?vh1f}VUZS@ z_zZ<{vDBm_o2Jr#ulA|zJ*g$@D4k@k0{ADBoN|)qg~KB%*gvLNf54|)J;@%Myx|M zg6WM7Sy05&HE>O*E_gcnC?m#n0>?MTO|uj~gCEdhUkJozGS|G8%JjmgDPO%hI3*4Gu#a+|J0l{^x0aTs zCf=;y;AFkClVk&Zs@3Jni6`z-{D)>98K0sp`ZRcu3wfs}(n7~Zlk2aT&;zw1(#f>D zR9@wH;L8}5m^h;{sCsh-w!QCj(c>eO)4Z|vl#OyZB zmesTDw&qsZXEs{$n_5CQdG%N@wTg@GZ9K=lS+D+T=Avlrh45^mS;h{&{)p$aFdDkR z-O{VWPP|Iz%lNJ?eHd2UUhU6evz~_!^11Jq$5B&s@pP|giQUFvUF1hynKx}uCoi6M zxp6tM;vlTyNw=ywP(_Ny$ZlHjsUiD?%O;$(M#lsjDtd;_R4!w%6(S9leJ7u9Ufzz( zT-6xw973U|SFU19p%I_u_M%?(@i9-;nmRu#X)M#iUNKfHE>Pv{eKaAPidY>~YLiBPRu?Uk+6 zXmsIkmkKU~2NVUn?)OQ6yYQB1z|GgcBB-hlhP0mS{-UYgX(i2H*X(zE>sHU5ffJ5a z|LK#Tekp%OcL3mU$0k?qU6)ZW$5jfWsqqdhwM#$@-{TXbK2iCiCKR13J_oUCN9uEeS4==bSy#$TK((6+Oqa@dX^Jv>hHic-TC z@x%<@HiqAG*-dB|x9P7a{i#|N9 z*C;JoyarD^zKy{{^Z6N`i}TG!Rr7^;UiXd^Yfn*JE?s`uh(r|6e_P`pc`vrV+cdrK zYj6SYv%$C$`F4oS-2M*rBxz0TEZJ~I{P7meg+}e-4e<}b&88)`Z7kk9zb`r;B_wX5 zQ>2}ca6SIiMnS25c(Cg&w|ktzU*J#Z#Rj2wiN9y$#)`fC}vQ&_5E}?hgPyw6J5RfwIE-rr%2!Tm_ebk zTFFS|pLZW!R@KDsg(6I=9h%2yzrDdbs)g-S-hwsROs7TJok3wl!EN$v^j%l)asChf z`G04|vg8@-9wzqCT#+K`O;Xo0b@tDi$$RWHQqdZSIXHt89xV#oqU6_^DJ`eb827l? z8ri@ap7@>MzPYvWjsnZEB?ILZoM0e|z6c!#P-w9^vv1Z$x?MV~J2w+Z>0~sV_)t>S z_p&Ro%Ddp2gK*SdE=l&Q>2dz2_BcZ*s|Et7uRaKjGiFAJ21v|}wo+OYB^+-Z#R^h7 z%BqQo|IGXwlK!#Ts!wwV+gUV{&WZK0*cm%j`H9(!@sy_X&LIO<#|ii68Ii7Thqraz zT8glrFl0s7)(Fl0kaw!em4Bx|>hDjVsdGX@I>cbRv=P#&!qdU8)3~24tfcTtzrJ3z zTF^RoWWTSud|&RM{u=IY-~&Pd7W=0-^vw?D0@xP?2vZN3#^hZ)AC`M1FTr6N9N9UD zRU2LG=);YH;C?;xi-LktoF+5sK9C-?jLj? zdzBUjPqsFUR^$Z_l>Pr$0Hf~f*Y^`nj*IJZ)85u->}bBZH>xrkm#15zH_+rH^A8zQ zXgiJ4eKJMSa~$(?{K71K-M`|-deH1(AF8;0sKFbIvV4C!Mb^E4M1~n(=JD}qIPr|> zO{QB9<>qqM%JiLW3mq4tZ>Z4zz0A^Ftz3s)1U{92nbP(DvswHfCen+ZWOU0z#UaonxpVA5X{i+H9o_7QHZHC+UzrTy7ctcjjOcx`Q^p`x{ zhoN@NzjS|mj0^52QEO|%gL&&hV$#cKCsCgL6dsv`ejK0f)Ruk=O?euadY3{ZFZSg0jCpx< zP5Y!}R6dU{4&7#kV64>o*sRho(bf#{*tqK+)Xr%gmeNWR5E8OO&l5mcrYpm^9j%BY zug|&CZz;VVL^8d8KYxz;O725}lQVomO*uM!=7+h5C;7k4^##T?-Cp;wE)1|OiL=s$ z%5=;=4#wYmp{{w=)?9!)mF$TX-Ly3?6Ta-hv-abB!Y62qQCgp>r2h z^U@D}rbg?(tX-WqRpX9iZ!_)foa=ZT?pV=cA~%SwA1rka$IiB_mXgcLP`4+~F>g}b znfY#obx@yyGL1y^l-tq(n|o`#9BNKsJnIh>Cm_L72W?IPhTAsW%q?Ul$3}x(w$P$E%MPF(hbtx4blyw zbc=*^cd2xDcMaX0_wc*xUf1$J*K+2a_w2Lxv!AGxKfE#HuSg-z^0I+>qg@XmrMShoBfm!HcRirOI@Bsdlq$hi`XekXkU*y zyY-1W5if-+GAi1@)Qq#qYBuY38-L7ibr(9Xr-It%YMN&Tubq^RgYKy4jWU0B6IiiXn8=4 zh-B80NEJOoAy#U*7779=3^=9RKK{SPcybERR{D;w>{qvH@wMDPoE;N>tBrx*mhvMp zynas1IUQ%SoEri+0`rl@gu(kNR=Z6C(9z}eM6tRu+rR(Zu(w3=y172uir+1B1+U9t zKf2wRi=V6bH9mf~ou7PR6&67%K7p`hXoVC_a zF5>oCOcs+p3}Wtx9kaWSh@urKR6T;RBj&mYgN-pRCo@afqT4wk!=6nC;eA{{-UbVeN(d z8uwqW+-k3~FzEUb8}IYBOIi7ni~6_PJ_JVE^_c4Xkel8b{Xk9pmw)M>;;Br%N54PS|Cck1bM=@hT_6=h9JR7k7nmWO>F9ty zf{fy5Hq*x6upuwOm$puUnk1*u@p%2-!C@q5d;QU^o_+tTAH>~WP5%|z8y2s_*)i*~ z25a)$TbjE|yDm4>GVI2u)OSg*{DFuPLeMx$ewfO?!h+{dj%MR>s1IPiR?Vq-F z)85~DK6-LYGcfa2)ojE*n%Q8777t&jM36SAu7 zc*PUFRh^t!7x~B0-)3!4LKE{Rd}Uc9bYGf@iszA#@1m;lRLkC8uLsohA`1#AS9X)K zjK zZ3TxlQuf;qL`RDMIh;?h9cGX?w^mWBeb2c4&TVh4J5@Y4 ziP)<5?{8MY=|1TMGKwqoB{HBBt1vCo=N4{w=xiHPLX!S0q~ib@de*5DI1tbd zuuGcg$FGxA>gI#1-!fgWU7k#;pgv1g3Mo!4LmC~ZgBdwq1$FDjnW9xI%)${(E)>IunwQKMm zF-j|==uH00m&!|QJWXp8sB*zBZMv~PM}G__UV)YQ9gR*~M(Zo{Z{Q!dr87rb{nDoq zJtjqL9_JGd;su}HhikX6v5z^^cNaE&ku2!YT5gHc6^XkfLB9iyHyaW@5{`~AHuHC< zGw~_#2+hqE1p&pN`H6~+1=Y8G(Fr&OgA}l|@3e%&F>N%vMt#{MvM}o0?`o)|%>NM+ zio8cg=G>c}voP5B)2)Pe<2^RxDtefccjC@v!5EVySUz4{nV4LuZQbcp(G@IcovLd2 z?ir~kS~gdO?P3{U%k{Eb)nx0@VV|d#5sJw)+1^3srdHbgRpOZ&qWP+LYB(3Y+@RN= zMM?oH_v@!iY`nC-VZM5c-1GW``#F~eKL|w1k0^&uXa;A=3OC*rdbV35XF^2(OH6`A`kbkS+ms1R0Xj>y zC{$AGzvo0}oA$Z1>Kse3mYQh;V-AHjCt_X0!IPK%FdmuAy6yE+bPy2oQOb`O(*E4A zt$YLXal!D{_qR|2t)K{(z5rC%k3i>GRYf%M0k9qbUr6_ad@`qs(?12rj^ikY?01JL ztnp?3D2LfJ%rpm1RR0p3Zkp>3zw0M@rcx!sGHf3oH&t5#l=Z4!4IgHtt3%9BClz!R zj6@##QLxhqxWuht#CQQyCQvYS1wyz}uah2~$`np&jpjy?7H&<%6N@OV~!w-!Ly7 zo3ctp+EDNOUI8xB!!czv7h2r3gu>(?Gtsj(tpwDL+TC4s?t1*G?a8DhoYtjJ>CA3F z*zNu!-gVuslGW$MCVNQM&}`@OigK?!-5=rkjDzo8E$l{U=%s`r2Kyo0mwC#4Ekb4- z?B$1@pVgoKGc`r#)_vx0e{>9j>Jx}-G;mwG1g2MD=$I_c|5w(0r+#)O`(ORl7F0|f z1Ix*Fb@RAA#$n>J-54OptQ9z@zL_Dhv9pJa>6Frcral?7P#bG=ypiSYHEt6-v)TW_ zg(F6OxfWW1hx_)TopwyD-c`CeI-I^a2*|yBs{QJ3c z|70@bQWajUdEo7PX?pdL8YRuR@velDIT*H7rP7b!NLk%!mEq6%XaO{J-`s- zkEu#BD}4w{Tbs@g@`t2u-)Gkl&u2+ZMMcG}P{p3bVVc0QWR(1TA{-Hluc=Ttfq~St zNG9R-tBfKuK0j`Xe79GtJE7VGa+USX%`Cl`x1k@{pzn02x@Z*gzBPUk@oSQ^2_CX8 zVEq?lmrU4LAnk5;W9j(4NN+2@ZP(c{)7z8Pifd8Qx(707N+?x;f-iJqb<}uncXr-& zpU>+BEiDyz7K-JQLHjk6(TJ(Acqja=i)Bl0uR5yqyb#c7ocU@=&Kp1HnIG;E)UQdi zabN#8{kwN5ZFpA>+W*}{{C?~>urEr-5lf4WSfxOfAVu4EN8#F{bms%_kI-o}+U#1y zIpnTE;0RO420?v zbrE&Svkb5(I{O+g};>M%B z6&~03p?^QIyDgn^leX0d+TqEQe;DtXTEgDb@b)HAQWApHpqv{)+ZIkQCKFmSGj#he z+5Nu!yQ5NN2zOg1>_OvpaZ$1h?*6$9*O4O{I( zcS@W~Q)HH+<_w=J1)juP3&!{VZOz?`<9062M+T8ze{ZIZo=8)`;K=s2r0g=K^|28k z|CdX6n4i@BF^`uUc7195qpF`@6awytSlkbw=_b(-Br0DG5hPe3=Zdpww%f=>cRL&W zZpE5rbFh%qhj?Dcejl9kGsX(*OFd)D<+iDwr?244DM`{@ev_?p;&$?phQ0hQI4H=w zrN!C%@ewBq|J_y*GitPCAU+{8J^fnmH_C&B`tn85LSsCsSBH`al!3L_QFBw4YFitD z2U}>a{E3^XpIwx0Z+==#pbaOQts-vCz%oSq4cYfIy7%$>R<|Bh z+%$V|a3l1McqQv6)l5`cY{gJK6e~|!}fP#;yYlJj)TxFNAw)qgef@Y-@iyIq~UDIV^}PeF*XPJI#Rdc z;78q@;T5{!?yVL>in|u)u{4V*%-jexwTBV@#ZzI-vJm-Go^$2S9+d4FRgdqdBE4G1 zh&Bq1_eOnX#|bXL6mIZU=Fo(Z;LS1i`V`vbpgsBp7$iqszf}+h)1MgYSI+R3`29Mw z+Izw;zeX>{x5rMjk3dUqpj4i%sn^h0=p}FNfL{IFfxz}Sw94isS zDsuhH0^8Bn0wQD`4X13@OD=@fBuAmrTNs}x6${JaF;US4 zE27@1_|fb;BWLg-R=I9O>-cRnUV6XV6_d@Z@aNWFfbS5zzT8e)DcFF{*w0jt<*yAIFXjx)F z_OyD)cAaNYQ7fpXtQi`~&7EAa?bR7HwMTqN2^5HJY@H_eqrCi3xvHl=>sqUUrliP2 z5dT)c$CE)N2PZ>f<2CHkQmw%KU)H+g#te+yVYx?}rTD)mfAk$5IolmJ?JtXNk;@9+A|j*hQ*^_Hu8NM1 ztYVxoc0Vw{1{*B6(MBgTu%p=mKMZQT7P^*Q4_<-|{HXvTM9mHbe^>^=$&^xZ=&qpq zK7#&c<%)FDY?(Itn^13HSTP?Ajs#3@*=~eTZw44=G5rKqi9 zFHU&mtEGIk%{vXx^^@!^8BKSrnBTC$8p{L{s&LZe)%D7H!&B;t&Mf;AQp)W!2ENi#Mezm5ITfQ@x3dE@?ec6ck$V&*wxi5vEQfSZy_V! zavk<3@a9Gv3b>7I4}(jTzE!g)l$1hYEfe(Q7Mky1?Jsg|G$MyyP7@Hve%IgoyP3rA zbbkHlVg86D5a>*G+_%v>W<@t_p#$E-8)UYFc{jxBEYgTSt4Jj4F(&NB^CO+aeLpKk z|8tC&tXg>sP&IJ2#>!{Rww~lNeGD}kqltQAOxZ1Gxm#}UOb=Xx_ic9ui(I%z^Gn+q zo0vGr!7hf>eHCVWoM>Ma#QY8cLJ@FfG+S=*XaQls|LbGX=#NA}Z&pGgvF&in#n|`V9{KmD=X;vxDWrt>2@_AJRzs{RPrzZM$*@ z{=`XaX^`T&!1v0h`AYu4@R31|#bm3Yyh7Xh^^G?QjL*M*J@!myalBQUGngig;onBf zJM{taMC@RKtT+-{Z1%<{d72veGN(usJz#pJVx{pgQ|UM|P}P~BvTzROtcl-F8@fhg z$=JB5?)%Y9gK5n;kzGpATQIW3(>_W9bP^zo&uWi zAc!0X_OzW(<*KBBvQ-@EIUS|*i-gtR=bET@HfGX{OL?->5|9=lHKry8Ec7C-PQ{vd z{H{OEyM*!4i3(jm$A{z(*|hRpo{Ln~7sS;vrT7b#_P5%;fL#N+|H&Q)k^egVENpSW zr#~J4{GOnbR)sqe;VZq@xw~1X<&i$y>yhjbUA9f5SFcfwx90aX@2(y6JPif!uQKn2 z+pYVMA0E*zNbz02;Rel1$^+kcXJj^;2lur+L)qlX{KexcrnGnu_i5oT&&>ZqBu<9! zHwL6TkOQh41<+T4^i09qTL8FQ0w!XT7m|xYQzw#vjq;yD0Rcq>9%cMVQ{wD08-A*2 zTx~t(#2-Hh>L=dfe-c2>@-)Rhd1S&lV>!B8`4Hn<6P-(H>m+s!pFPp3c%=COzO`Q|R^vbQ?^(+YGv?Cqoj2h&8uh!TZI5gHj^TlR&rC4@Oed#o4Qurp_jsCf z`IWCKi%zYRI%R1Fcpq~OYdV)P_oN2{E!RDjF3?ihmJ%DylO)hw_}Sh^vQf5wSy`6# z_I7T$UUT==_pSw**nC^#oc>_3?hU3o*<{u~pLGip@+(3<(o1%>Z89h}=cYC_{oTK! zT={vB5sEGJs_{8;%2xRP`|S_wm5^&3m6KG~-`$S_f_BWH#W>0I#L+YEnQ6!f$>wN{ zOW0`tYg;$=Ji&;3K&p48HGHJXrE`tdi}}y5{mqEEFy2*-hs`a~L13*diJW{|=Z*K&+I};6D=X-duC` z%-GUaw0$>5v@vEzbxS1gtS;f}{pJSzPY^ElNu+ywrw!D31l+zCH_<`9`8=f5`ces% zzJ~wLYZY|4;yUEVueHVWq{EAwq1aXL*)EITSkE~yqWY#vXSFf0rC6u)9LC=TPNz?6B`*0LmL5vY%uts}KR)|CkpP6^Fw|LTCHWn7&=YFw#x z_`k#Jb{7WC)RYnV8crgpUEz3$Ht6No0)AxAjd93}m}09DnweWu;ga-{5?tFq7E=&2wie7?^E$5C;2YV$~r*2(8n;|!kw zE5sxmP?dV;GWJs6pg@A0PuANBCC)nb)&{kNVcU_oKg8mkUd4Sjp~Y=(@{*?W;F~J#wkl+IBWYKHs)A-oDTmD_uKpdD;`_tGkcm)?4b_9mLeCyV%TA z4{>5WVkYr*{-~Mo24F?8sBgx>HMrcP9Dk#mGU9~njbg-4@i zEM@Z`^6g~?OVI_KI=$Ok|IE@yr1tS|YtN(UXzQl?M!suDH$enQVP~s;-M>5co_)=uVn|2G`S%x*?DwaAHA-Dyy|(U}S<(ITMCsH>1f2TZorNE zQ)5*Iu@M|TdmX27H^}GqE2gP51#5x+>l^?iDE)L709gnDpx$KB1jE%fFL;A*wEfb1L{4Fh9y zd=B%t;wD8#xh*u4m8TE=ePWWtb`nRbY=+f>4!@0ycq;hg>+V*}hPm~XTYQN#H)vMb z^X|TErB?krwqBp@Sva-cAF0qU6XUa^TJ3Ea`eBMY_LS)hkn|s{XkWWbz?QeJ;vVX> z^&kN247vt7!zFLs+3F^<>N(B2P53O|sy-<{^>4uHxn(HHZ&1ws<%!Y*6QQ9i#FcCv3Y;h+wlcLLE6QAYz4qbX z)N9zy#8S439)niDE~5p*o_$$@C90(!q4-QawM<^6OFoYTF2n!wC396A1_GWQ9!5!~ z+x81flzx0MI;!}*cs;^OanG@IR|4kRASs(<*57Eq>4V?jJV91`tFtzG9Ce@AGf55A=>6($kfFZ+BS%5|gFNKhd9gyht7PvJ9-* zt;B!*(>ranqJaaF4p=%sb4&*sdfE>k#uIccmS4yGj!ad(FN~-r6d6QDu6?r@F&#t^S@>Fnm9;k-9E9C*>ab8!LjNT7rNqU75pKt` z|43+Kpde%Q&Ha^0g_+x{zCMH+%dM^)V>h@M12-_rfHIORE&)0;=ioLR+*FNI1%dV_ z?__E}(jM!&3|@7kv#rCM5naJu;fjPCVMY!O<_y@Y%gel9zu=3fBGS?b3FK}SBzbvx z@p!5Y%^5^{rSH@Ztd8Nz%~dz>RK1s!Vc%&hMK$)asT8fW4T<+ZUT13z1_@kars6VL zF3$Yj8tA>ZAitZ9ffu@20ZmSv28vt>{y9P-EY^}fvCQn3t$kuV>P^R+!{{4ll>DK? zR^3UNoDU0aa;s@+^@jDCDQ`Fn8#d~{cE*(6dbLzmX;_!&yG4k#ldQ$A#KwR3v8`{@ zVwz}ldi#e-phC-E3gk4|_pPS!rS(GXY^;DJ7Z9w`9dz zWo|pV-{cowrS&fI)58WGIDZBo=KA&a$2r4NW?W70qBLLw7g=UQMp-!$?%iw}oZ;<( zIJ>N+#eSMP-=7U?ymEuzYx!fRPtx&nnG3ju(NMsipBg7)$xkytCf)X6g_%0tIo>pn zg_YPnp#J8};2Q(C!&s!}w3^cJ-)CByp>16@ArQhl^HW6TD|#gD~;%+)LxN2m8F` zcI)8T>s9ENxALO2E|0nHvTo^U41=rHxa z=~BVZiSO@Az(3L9YGh(Jb^WCR&9;1Of&Vk5gA37mj|)OP27rH&+++&-nWObPY%>JyfPsZV!5r!^c^FJH7bdK@jQ6@LK`l*vt)BxHT#T%+-UiZLUR*r+F}!FkGg) z3uavLhZJXSGbv2xeUiVO1M~KCn{_qEZ^`oAgT)8(R6umpG7#|=jJ@)gvp|}=+PAO3 zri|4O+x&dG@~`edtCv4S!2ON#&Z=d-ew7d5T-Klj;XAPtEQOh(@KIP*t&%Xk6vM#ak8itX9OaCm}{X=VMHH+DX!^~j7L`MB{n`yxNfgp!=t>Abuuw$9JVN;5k6;6H7Z4Mr-)kbn#UP2X9l9XaLd47_8L(;q1(I)$b zh-c{3m=_yQ`vukb7h0s|E1yVRqa{IR&Y?9B{iGW~CF0(|{c`)2N+2zH@!ahkv%m`F zSU6fhW`U^rB}xcH)Ju+J3Ocy42w%DbhC*|p*-)Gp-6p97y?oyI!VmSJjgf#L0?zU? z^pCFB9eO%JywvY>O@<_VTx=G|U*JO&)-36g&)R6=^VvCv#6GjnX9O|BE8;*XqL?K` z44hbqNl7~Ai+#zqj&uLhUm;#$CQmX~Dzx)dK)Zer3?e;R{Ifkm+^qZTdqhUfOOro* zNX{Un3P>7S!5(7_gOPwL+@Hx!P)bFO6PFw(Vf0BT9N8nC@3XxrLqiZa9=yDH_|el< zP6w`ei!;!3&?j(Ts(0BqvKKtkrXa`EH9+xfW?C0sy8XLievpNlAgK zyAP-d23l#PlxyKSu2=lBfSw@m;==g_t7|@PlL1+L%pS`D2&l=tPBb75i5J9j7fo}f zq4c#PpnP=D+Cp^agZ-GtT4{PHgE?PF7ln9b90T%?vgMSE9gcNKYIHgcubO7&dD2~qFgUv>4H-73G9rlgb(Emq7eNADoOo0 zk4Xy1COYL-E=2Pz2q>prGjPE~d-qpHZc8HRFy8!^JDK zSAhf>^3>u62y6NPf$Z+#XJI?}8;trAIQD`)0-4{7S^@|mF!Ast6i0*I%&4iTP5{@H z-QE7OfHMvInw{T?7?^_I{G6aUqpX*E(vJ(_E+BT!3zRyKKp;`PBa8hO;Z-l{O zHPm?K*n>KEenl8^jYJA)2S1TzNA!fHXYW<_Y+YGM> zIH^7fporY)dL_=0>FrJ z(R06)^T_Y}8p+;GHC63+5_K&Jy){+5f^2kwa*bJ0tH#7cMbeMS!sv5)SN?pg9=5Km z5*KiGe#P&ebU+~TzSW2uyX(@iD%P$jv1T)7GeHDlN2DF7;osd2F6|e+YpJY<)}q@O zd*zBApJ9OaekwT2Hvs#0n9+4(1Agl-QC2U1f$w@xhTC!<2!Yhya;>VWs+h9|X4pwy zLOeXl7Z(@OBXhvp`6Ws|3lQ=W%8fsy(1AbK<{yUTVF;ZROS<_QgZd{>698*rTZJ=A zTB!IWE6=3u>H|XLa}oH+awjKr-p#cgrZtYvPjx8eNv7D9uJh>D4NtU#9xms{)I6~z z@!{aJm!SRM$@OO#o>5X-arhdIKRFaO_dNZ2=1n1UtLqDhUk@tp1Dg)1YePY#D~ES88YS2Eu1d z(&POE`uXpPqp-veFNpbJ4EVf}n&))(uLv-u;&)E6jj>rzp>Wt){fyU5LLF!jnXlo1 zoiXip9YkP>u|Jf}uLWnoP<5s?;>XiabEf159&pp=)RNZ|+xZ$rnT>~a9 zYLK#|_*)ftr2Oy_qNEIri;MXEK|Y;F1Z4Il>AJqNtR<+`8Uj0*A+S>Vs#W@8rIVls z1z}9I!ouwbK-;IfCB)?%PsQs9^A~|TfUdwT7XV&@YsUoo5?-d)J)0WBiu%r`k}fJw5x&*8pGzD-BHu_%xM&&tIgza%o(jZ6%7Q#;eT~)XD_7KYXcQ&}?+1 z24;Elk@A@d5S!%)y}!AE zsJgfDHaatRNcLoj(bI9E#uwf3D{-!2kV(y+IaY3M{X9D@wQz%x_#C%hYsGrB5a}2_ zzUk=W;f6%v?5(YwM6}i0B6sn)dgfT(BP5VK7+oN#?+|c6On-B22^0e;Q&XM>WFwi$ zz5A_C!Xalg? zOVqSq*mWQ&Y%|3yGY4!YK{FN#!q^gRUcY$Y*XAdr<;iTqcD_ZjE$C% zRg{P`l9w!0B7{!V9s}a3(ZEnw{GxOI=E%%bo3A88cvLO2$+0Z`b*g%lFvbKQto_NQ z3*8i*4|PMP0xH}Ht?bWBgC4C-UDWuSv(zCCSuVV5*|$OY^2(Oqy~|UqEW3UsY);K` z3%&9sR*HW5Ic{wIya;KOh(m0PnY7f1F8h9diHB{c5evNuztQ2X#T9hrd0ZBVy1!Z# z{6e6&K{E;70`uc)MyZEgi0_g%>q%O1f3!0}b%ZA8nw7x9%>=Y{VDvU(J}-J~yL|oj zsqPSfvPy6djR#%BHH0MIyI2S!g?0I^&t=F-P#A22xavj-3kPgiE(OwL3l$NM8;IAL z>6C&Oyn@d(?&i&F4Jka-_4($);OJWLt+MW6M2>WIcol&i|Kjj7#f??x-3oq}piD^i zxgth8eVPa5OvOzjT&;8*$kMSVXMV9W5YJQAy~t6ERF=9tI>4^jrD%kVOv2}r<#Z>} z7bC^LjWwzVfOEC8(%25zp!UgKpGSeaWyh)+#@>8b{9yV_n0v&$ou>Y&lGjq0A?RKm zjb(x8?7AA!!|j3~Di~MYP3~z|pI)ICt{D)`A+-xlp!Gk=t+1gcea z)nL(Iz2TBfuL8{6hgc>kut9bbJyTa|%2%3SVm6*j)-{c-+y%aZl4E^D@{gWzfXTr~ zWK93T;UM=gNMS!r;=e<#S)?+IxrHpVScTP>OGAd4+V%_0NbP-^R}xy@7c)|IHwExf z{!)v+^fn&B5-*M_{P%H~XEZ1oaL=Htz6MN!$^A zLA&M?#Da;n419x*su14OEoN!0ye#cOP{Y&RK8x?o8Y1xI?gYdG-7%cCm7=#02B`rh z`G<&jr;6^Rv2Gr5PM}n+Ahhyh|8DY56i;GxLbW&`eacAH>Y=Ir!1DkRD1(d=!_Q&wA}2f`XWzs*2bt6RI4dyJmkdh z`JPlf_ZzU$cp*pR%cdyriWd5T1w}$+UVy`2d4t+=QU+l^MeIS^40g1VWAFU;i zI-b*<=m3~dOcB|frbfIxFVMmD*UKQ~Y|Q(^hHhIIo_OB;&}iX@H)7(zx^63ETTq4X zaz8uS{?-|TPVaRzn<}ff*Ye|Vg_dgL%Nj})ai04T=zd?~y!qBb zLChJ5YKaH2G&Z7}t3#M@fWrG%$%nS7m`S@G|8ky@uUV7xqEre+M2xRnhcDpHpl}kU z5D6UiX$Q>ni4D=0%4c)5a|l}EVbhao$C<1^&5L%Q67Px1gg$!>s`v0LE$(2unT%%(AFgOcC}R`tB)KLv`&P8A&hr;i z)l?_s4!7qYos3IKh77h%{A&mz_HQsCC|j!3cw~ISqwWwCY?_%Ht<=QQxQkcV-;rgc zhZcCVw2#|@T5eD>DJA$pp)CXB-l+R7oj~HyZ?RBj&l0xchD=ZD$s}KH@za%P%2SIi zIv6^sw{tV38O?>isF414g+mkzcQ6|v)Kah`l0A4`oal?ddSK>GmJgp+4o;?Ou|)c( zh0jIJqXH=;X0TX*w}yA6_X-iOdb|Ia6{?%vnKf!Ic5wyu*Xu89ZP#{ zSU)EV|Hh|%ZRUWMb{lIL6>>;} z^*eTW{UWX0aEQ-m7mI*5K~1hlg2;nI!MieYUBzQdF9{S5VL>AQ&KCk3OKV#*-6ULs zmg%1MQsZv3FOYS`ydNREH^GR1z0fYV8T>|O_I885Qbpq}JV?9yL=C>@sAi4Q7}>zA zqf@1+8GoLfW`XDg!)yO|U7UeDPBC)IpU69;AxlOZtAsfF5X1{xvEsf%k*_{1CBO>& zKXX1$eXKwK(j+kPH@;SmMo>w)2k+4H*{q+xOS`@4kKRnj+!sN}X~crbR#d`qgkjjG zIN)FDsPk1T6~{Kocmvj35E|MTSb`?7V0OM{E~uT0lZyWj`iv%~EcL6LPii|qg5J~U znIEaPAn`#oh3cVU1)&vtPo}u6O`y)0V=2GpudNE5BsV7JesD?R?6nsPOD8k6hh155 zGd)rO>i=FE{YD65-gpimUnp~bv^dPy9LWEg(eP$;v^6w$2&<=Zi!+um!z@ZziJjQO z@J&lq*(YKHAAf#g5_?r7-iKkDO2&q8c6Y1BLnw@_Pcvba7R93?j1UuA(B(-UAYgyu zzi()Y3?OTW18+`5Q5>qGvc+&THeWGC*mqZ0xI!PFF>!v7g?%u0SmR3A7E-p z%Qs?de{katF6esWAYv~6AB0X-F;B-IqW29#S6hPQ$VFa5P5sU*{M<5?z%xDNl`YLa z%<#p1!*=M$Th+U1 zbbXxF7hR$yp8IqowYO;rc3p;?{IvAVWJqXf;9K_VQh-A0Tt^{k_^FgR59q~k-XcW= z&_9`!&huqybN6sm?3xqR{iG}%)as$fs9nTUUB??tlA5$``uvYE-S*5lE9OB%a9L04he)o>V zLhg7k(GzXPmvSOk7j@9LQoa<0&)~;3EAY3W!Pf4=G?~f~O|t!Pr9bK_J!N*Kk&j>q@X5xK(qqzhXh-_MJ!~Y}*T*)*TAJEby>emHuSZ z>b|$C(WGG2^$W_MK%AAOCM~6R_>_ejFlrwL99uoSNF- zrS1;n7@O!D;;5u9TFE15uVSb@{e`&y37Ptft_3HWFhXYx+>BBiNAKJyh1J(qNyt&3%Iw8(y%=PK@Y zG+T8t<*`~7In`jA>ou<{8mYIjVD|(Cw}BJ(?0jJ8bhH7`SAy5f%U5nYZ&-%6q4N}G zRL6+=&;W+I(bU(=gk_{oZ*b2;LX3zM!M1jzK%n#if{nrvU>=E?>}&jVI_jiH}J!5*$#h-83LTLNSJPh@~I zC8?}Nk6XRXKhw(dn@l#HYcW#qe@ndz>}Th2&Hw-Zl>W?#mmTi|S!fEau=6RKo|#Of z4ieg)yfjZeK~jBsqBCXh7DddMwl&7!U=2vzSP0NHT&ZScoP2_3fbVvXOH%F+#hN+4 zl+$LzTfldg*suD?+ETy*XB*4R&+TEy9GvpAD2$B58T{(Zh0=|XR$~ZqlqOyGJc!lQ zVw$(_88$LY3=VXf=*aVOGv?-Q&xpGF=*B1Du1CB&7!h7cY3BT=zPj)YMLHHcPaJsD zzI49tF<+f7$8@jUz`T0O4A3ez8YM3EaK1OcAc^T*kNA0V8NJ}nx6XpQ*cv!No2mfo zDq?O8N~(?qs4|v|9qfyzVzynXlv8>9b_BC2HDjg36CL7|-9AI?rw*GJ!#B=vy0uKU zJNEZkJgwKli5#yBW>iLkLS*;zP507|2IpDhv+FW93*Oz{M4)+lZ@qH-F4Mm?`+k@! zce-CAifh`>JpelY-t=knl1TF#^Z0AzPjHm5AJ+nkexSaM^PcC687TIF6qW`?kgd*s zIhZaWO|7t}s-6FB!;K5d`2GO~nanR{Ug_X`p*$>v@l@0p#VI*%m zHoUr7w@=>yC#=>;Wp_4LWUFPth{wSu{)Y-vm=}+%=W(%H4NKbnI@AUVd<+*9%9b2Wcp2I(z#psrdxdzp%aIUc#G+ z$7YY}XX*H>P1qRDdYe!LhmrUk0Uvh((W7t?Xb#PzJxscKT#sp`{wf2g!HA#+hY|sB6zN<$ja0 zTd-x_(E8DOHN%eRUfc6w+Q(j26(0j0@9qE2$q>TM0`BBd_O)o`f~Ak94e=Hbso1{H zb3V@GvuI{hY_{5cxKV_}__clii^Yo*gZvIx4$Ksa2G`#Q7*#Pa;K4oQZT5PE=$%6B zt|6UkaP2WMw6V^wdbj%f>>+ge;av;I>y}c^ssnsjRqSA5VXF8V{@CE_gY|G+zmwa+ zp@V03gyP1lc2Rhd29B49qY55Q{4%LWzqBf)(5HAS;eNF`j7{@H3GC+~JuT@y%IaQE zKa%MQobMFec)+>}OW-|9m!;Y90S=BMTmYp@R8BB0wbU(9di5XBViCX{x)|W;IehLzK$46XIYxo9;* zs{Z(2$@Vp_+YFU+ENTJ)=xv{2;Zp79fjs5YeFT3lCkbCuI|qS(XYhTOYK6Vhp*Z|` zXJ+M#13+s*YNriv%a|L2{z^?k%a4eC55WhQ*M8Yd3P+?pxeMZK4_~?5U+vQmbE%}- z(en?R);c-M(Qp-Ou+L(D>BOnH*b?>r;6gd_-(y$qQ>44ypq8(nHz{aKXbjUNW%bol zp{|lS{Z!YuboRT^WM*`(jPW|n^$C1r5YT>156a3qNTjz}{A;xnmJLN$uKL2RheeYh zV?37L5bTL@e?kUs<%oYy+!!2GD6vRcjy>=fXt|d|f@60(r~A`C&qCnWUMGl~ZkD)S zq`n*e*>hEOnD$?tZ$by~Gr+%;^b!{wFMDsc3LXl^*g{s=@{`W3DR)d+e<#b|(t}GZ z!m1a66X5eWHwyfaPpbX3)SHcRh=i8(lWsGef!srZM5@_w7wCviGJPSx4n_dyWFYqD zRm~L{D8g%kKFIq=`w`6Cs4wNWjG-?ZhT2N_%4Q_68*6H3#L7q0$66xd13McD-_8XD z^v#IlZYu^ul0EUstA!uOWyN%+!YA`2`sPyyGYgW~PX;U`9dG>`HvR?bO!DVcp4l3% zc9-9?9kg*he6T{NA1*WbgeHo?1 zaByXT)8G!4TGN4WJ3KiEt>w`j{GE#WE2)YIVskWanB_sIPtxagCOP+A!eO}4rIVl) zZ1TmgPIG4l?f-i6z_zI^`8b@9H5Kg-MI^)GG8Yv!LdHBq4JkHBMJs27+|tWLB_L6u z8T!rYT==Zc`>#HpPH$&y{})fy)XGYbAR;j)?Ay z+b@j3A(deB*0`cM_<5e4148@-uK^O1*N-Ypd}biS540q65QAlxOiWH+S7OFTJ;f`WNMN zW5718Iarqi56WWdaIr8`zk#3IZzW3!y}sb^!~o-AijobMPDkgn6O3mKY%QUN4AIwY zw|y;LwUsi#-Vf7JuS@1M3m@SurJ{Gr}$KKV*x*X+!8e$UJg|$C)$Ii6p8W^F8zcAW)Bh{9?`(w1v{)*K3 zrG?ow5RSpYf}23$!XKjLaw(FBu|ZsG_`as%_S}8^&32Xt_7Cmix#vVWqaMCjuRrm* zkAb0`so8y^su8x=Te}${#Y^qGE(f(wOMlleo+?m*uy;N(-s|=6M40S@ z?GP>og7feVe01W!#wT%Fwbyn4_W>?1FWYBYn(W9jT|dI+-gml^x~}O5hkXYgrqpmk zS;~eC8hAS)C5dd%A63_lpD%pPjH-2o=~c7D3yfY4X*+d9f?ao|<&hF*{np7*A!iNY zyTM<0d>Bj5_-#vX?a4gr1<}#`M@8~zCYbIaUFhT**3|C>;9(2Tq zF(g4ojB>dhijT^aE~NM0_Sh#NE{n%dmozuC>lT>)geSoN2r`+pk-Je-iEEg=68hg)OBx7-<-guwqn^NM(Ccp8^3!~83Q>v z5h*|f4=DQC=2?Vz9JV$qOJ%_}ic0h60&1>?(^kESodS*Fn$S;ES0=Y8>Eir*Mq>?b zW0+k=g}9pu7>WWnSEbnC?*1W(fiEnsreJ{4xH==}8Wa{;?0>zkW;*Jt%DR!YD>>-# z=RcRltBH@YU25y~CRpHC|DIMQH5)G{RhF`Dt)h8?cml|__^72dVZeocIuf^X8BlWn z3eUGn#i-7exB^VCGUX7y_Vm4%?NPe}->H^2Cx!xX|5a4utZ(jGnUBhsmF4^Y9GoIQ6WUgJ<` zds$7CzMx~UL%b~$91LdvXvRY#ltAalOGF68!wRGL)E#p{=0^9C$hAZ_Z*1$S7sk)afJIG7r&RMw3I% ztwLZvB}Wzm^lIlMmNNXO4XKQ5bebH0JzlyJLB?4eu(bIV915>Bc*cCJ-ik5jFKDP`j$tFkQ!MIKBe34Y zzC3;lu4r?8u~FALb^FJP#~QO9ORXy%jM>K^ZEhkTq(h`Q!Ikv-1VA`QBs-Hc(JYiV zMT!NgbLq7 zCJ?ljzEw{^FgsCx=C1#(2;U#;MV(nE44X$nOL`>FhbM-}jIBQ2lJ3qAw9RHYEqk@> zD};V(P;KDl^|OkLEuwd6-Q72jp94Gttb~w-e72Kfww)q~q6f_1L_%mc*HNBn)>Nru z9jfrE)DoqNbQw1oFx0Pam*!6fjMW%;-U+!6preIdwJ0}-yED066a@BdacxxIcFkgCf zaw?Bh{v{nVMj9W*ozQ@~CqUy*o<$>hGXdwf(@4jilt?$$<3Y8APUirb%#6*=0!zLQ zeQ3ZjzysI6n=a13I2tjD7zE2BK|Kppz$mFX{4SzE&12QA{|V<%UB+1h^({H)AajiI z$0|Mcc_K1P2@2QX1UbRl-Eq&Y5&qS?TpNg!NL?|rjQk0MT=?5WBnTG<@elm<=f7`z z)eG!(Z#pRu!PphXL$0b=yEd||;rt6SiRus{^(;o=5}Kp{=S&Rw$qcnmjQ9C^f3agx zpU2UZ#eqIA57aMz_%nR|@nS1zaSftAe|Uj}YV6J2^Ye~N37Isp08}F5^khUY2WUu7 zjepYxkLwEOWD1m(sYrb+Q}GtB#o0-Ylc-p`e9d$jZ& zK82JgNtGGpdO(g7Z!NqHJNuPnBRDfq#KvM?4ruMU>_w*I#g8XB7BFdIGczL-6KC_~O!MM$3=cyKeab{K zT4rdjyh?{+q6P0KBmE^s{xqMwKX8=o6z%)Ns3-fQ-=t6alURha+e3JC4z*?bfeXtl z)%twji{E6MK2^T_ENJX;c-hA&+w?~#9^yhOS{S+M5RHsIETD}`S*~LMkla!yqv%IB z42I#)SV}xqso7k2F~M}sbdq*0iVWp%5rwu$AUFsLa!2O1&TXup?xE$|j1<%BR&hZo zwGl@w_li^A^<%2AjaAc{or#f^OgF=RJ)&&E%@mWp3U3B4b2LHcp41l-{xV};%}&|1 ztCc?>Ged0fB8qITyM6;~&A4Bqb_sB|&dxje-~h}-4eGZSBkJpE7oNQZjQcq?5JRQu zV#E9@cOj84t|F(@mz6GxwO|vyhj3}>+{Hx?f3ar7J6LCQJ;O6X;+|G_z?h7lk?umeN|LCHEkP3Evn z%be_o30;+D7U*nf?Z#Og{2A&dvX^v!DLB9EE;nI>0J!O5@O+gn;hY~WGu1tIH;R9l zjj>hT(o{A3@w)(WBf9=+BKJ2?lvD70YTjG)YO^)R0O4qWZU904_jfZLE@_Fa3>#M+ zf7EZfm_ur060N1tQfNS|q3qC5(+@U-!~v|eNlEY~k;72F6A_OO`8OGvu9Q@uyYMn> zP-I}DGuS{sCndSRi65>EYIXmB8lHnQjeCZMj#>J&O6&rr^LO|vxpuaE*MPXU+Hc@}a|LJBoW#mmUU$ zH7X+8_g~gK7d7|n(lhZRObEQC)hP~>t~i}ToBknQ2`5nSguVIKkO_DG_1v(aV>%qr z3+FyMUo%Ml14^skKi#@?blB0szbn*d54|ZMWh;g_eY#l%D0Yl?9l6yG&-sRN_%Zg0JsH9l z*eLx?VGo_JHL10jWq3vH0f!a92Q0h1Ww)4Na@dwusni+X9!`COgki^L-=1iF)+KNxx>u zx)YBp!yrkY7e8;3@M*6uV+F8er+YN5*H^UJ?z0eUaQbE6)OWQ8uAn1>gs)%Ka;@4& z#DmL>h=7kza0M2F9!W@X%J3WlIMOEqAAyTk>n6QMAWDU_0rYw|K(}?3VzhDI^7j7z z9Q@9%2Zd8vBIZ+-EeE^ExZn_DM*8lpqRJb3s`}jiQUkhS zXji};cKvdP0Ti#1+-MMRj2r3FmXdmpGh^po#AxT=Y|WMiIbRp_B%y(|lzp`ZQ3qE| zp4S1?n{^~K5AeSMg+#{3>+*4P)QUu9((77!Gde#0P?16|gKOBJVYeYqqDmI{F($GuD@j5Gu045PqufvDAZamy z`X%fdPIPj44O#aO-846cxj!?{bt8y}hJSYM?#5i=uuPB;)V<+#G=p6%(Y%&5v`%j) zE`>1O9Tz@%K1CZUuzxY-BA3Vk=#AGh*b-(nRt5(~BTH=0OP<4KrXvWxxm$Q*b4yu$ z{fp{Z&^;f29PY?XB?rq%ajJR~ga`E+l5L1X7C&4_tfYzo{%*|8rh;ROehaZW#duCE zCm<63Ag1=~Y#Aem`nBM8HLa>%r3Yy-Qzls1Y3n%%0C<5r84g~0lWJ+@Z#;^Xn4Go_ zMbRd!xekpT(yeArae30xZey{^HT`$y&cy9w)oBmd#yOp-OlZ9K~C6R?kcPn(|7;1UuonEme@d1~@t-_}i=C?bbCkAz`uZefy8H+8VOz7T-K z?e&Gt3qK2Hr?*T);eq*z|PqLw+Q8HCqY3-KzL$5aW!zD#76EdrcS^h9}eWd zqYZ)TEtZe*#hU7&NmK-CHia!*>Gt23KQP_Y8O)591D_h z#)twSZzV$IFn@Q7aqnqQQPbj4RW?y#=HjAz{i)sW6;JaYq52%{DGR|O9*G!J^aGht zHJhL%Z2uf;Lt?u1&4P~@4IovcNS%7R+su!P0j2t9e#Ji{)9z;Ak441Ga6p9*b803w zi-Y)9tT}gv5uZBdi`p4cD}N^S|A)9%KTyA ztJ~jpt=rwCpV4R$h`s%3QLpi8F)$QQ*SsD=2hmR%1(136C+#;nr){qYmP8%5pTGzT z=uuQk>4+6hW>4;=O&^JhP2Bmckc7?4qoF?Iy!mx5r?1O_IdwdssKPTeIDLH|6TrZc z5Fm0VEB7a`8O^<+Fg^tgHw$w>;teVRe6bQ#13|A=iO;Ac~wE!(+ zlX!sC?w^-4UrU_es#c&&umH}b8k)Im47uN;8^+R1>@%kbB#>E*s-sKXT>egeG(z#+ zg~2Qsk?Eb<4}MJY1PkGWQzVxj{vjfuko4HSe2U`I!#m}p`hyr0P(MLA6-`wnJIQ0g zDptqmOj07UhG7{dQHwKD@K1|-nbR~&P(<_>V@QkO$YpLE7g99&=ih56Y8(@%fKGAF#U0Q?1kihOWWQ4m)49wEhC%AM!7tQYY}L!@d=-3gLQG zKkK@kY;ybjaPn&D_W3gr1S%>ju(Z*-_GEKiDep=OkMV}u(}&Dbg&EMOddDjY^;v^^ z>-CU{vs@70dv3p#PCbs}pxax+KP5Kz@@m9FWM6|+ zVnFP41kJ`0Swz5?EFuI-dW(-nI6FOxgCxsB!id?;DqC0At3(>G|0u)0Sbnnuw0VVr z)He6sm9;bf8EOVnWgpo@;}Ua?sK`kpWzF+KAXfTcql0#D7En?xS~l+#)^&! zsNMa{ps_Q+{@f++nv>L}{Zz@rDc#GPxUb#)G==NU$)7^5@?~$uL+5J9ypY3p1gX|f z@oDMBAT(gvZQV0%r?W1i<%{pXPevMt|2}rIK{p29(wf!iH^ww?&9ql-4Y!&#QLQ>|fhlpJ3jYYGR63UurCu$SYsC;w4%3E*Np9RK8py|gzRbYC z%rJK(Hb?HzSn^=Q^{8`&*#$i390yg-JF|st*OzBb^bVxyujT2#AhrL24@z!LTYzuW z@nkw)79PAla+T?*8Szs1xmLMv7#^bIKw0&?4~x~iQ?t?4d-<@7xam#r>VkTc{bHhM zi+Uk?#2|V6ru)t?{t(v*sl%27QPB3CT`*=z|DWnxJcD;3G$%R1l7c22Gn>Rh%sAZT zNI@0a(QNo-$#}2$vhro5YC~iBCUcQ=-NNcg_?F2X|3T2&Ftm~~KDj6@vh?d}_0(%# zt7I#$;(JA|kb<&ab_#hoZ&Rkkz5CA)(inFH*8pGr;Id`e1OGD4tdm3WdBqxo)X9bN zu=1uKmnNB%HeEMK5!{sxc8Xie3{e>lef}S#FBjiOc(-i$^#diSYPp75`$ttnE18mh z9YjA;1W-0BsVw_2Kq1);`L%E{8omt*aye}QwoxY{pqqlXL6v7{^CQS7mL5}FdHDITd_XfJy5(>VHgY)fPq%e-HBg8g;P+_hXrV^%8#{bOYjEsIL#V|& z`Pl#F%BzYN*N`i`7F=ycictxrr$chk_fuSa=B%{C6i5KRB0k*jJ7g=TmA+_C#uvS| z5f9FcHjkw$ZU4?2PCU13=+m>*-tl)T#3gBte#V9oG|d2=TBXd{Wb|K9vvC2?QBFLU z+AWasE$!BYzSF*fO;^WA0$nk^PHyD|d6T*RZ;0`KE*lzvy(Ay=wc5Esva(>*J@MZ( z9~wx?G_7^Nm<3(TguV_+{3}+;YGOXd_KvEQ?Wtt5?;HPZ@`VfZ%`pmq)HJAm{%$7Y z8lDLuuy?GTq!@E>sUZ^xNEmm0u5AmjdLs-*2g}}iBb+K+vKz&@t73^8#K$s#yQ6um z7QkJ(ZU-LWckzm};HyN4Qqp69Fqol0Rb9u)CA>x0nzAo+?injaiqVOr=Y)57%%3Hj z38Ji{2qOLrNv(D6lCD!q1Iz{X9=Z%2eUGt-M~z<}M$e(jB}=j<`yyAEg=$Zj*w8J4 zXA3KcmhuMVtJ9RljuFf4^7&3aU#rN7!eYMvBg$sq4;J;$ws3)v+;_#t{bkWjPVNus zBrl(C{mIN6`F#f10QLZrYk!mXI!t+Pkb#1k8nTr)zQ0h;E2<yxW(+X8! zzVvec0KUm-kJ*{;>)nE&AmA>!y-wv1^3pE4i8B#pXQ)yXAS5Z+q0b$&vfAvaP|AF1 zD-AvCWTj`TR0Wh&-uUE9msVki{_bT*w^OFlC&5D&SaR3oy1ed_6blv>{WAHG{&N5y z8$|9dmZZ#~r1Iby9Iww%tDl8*YjlQ*a9XppTAR@31-GGM7*}eClqy?!x4blEh)PA# z#R0oAGv^gG5>%vji$64DWx1n)_&}AZ+i2>KGUe!6-tY-&bVnor3~8qfi77L0J zxNet11bBh^EYUZMj92!<1+?~VCM}&T?<6Rq>voxVNwhWg*lfmrA$&3zp?}ZSPVq+3 zS;Es<8H|Gjz!1ng0CyA|%B;Ckj-wK+-@*ztlcjzT|2enzu8-yrkOnHDFd@Ctm^j>IWHH`X1UP8d2wTFXYmI1 z*Q#?mKytg&ZKqDbx3Hd;7Q4A<+=w%y4XW5`p+#;IgH`4w=-? z2V0B4fN@aCi=6F4chF=M68(ZX$G;@<`5pKc!vB0r-h_}i|1V}lwR{IZH(!%4>iBpj zvGp3CM8lx6Z09iwXNfz|gm)NrTODCr!`lM+rxu-3dFope_%0~XJ#!5ToxpZ}C27w6 z-4b)5Q2%h9?R%NQi!PA>QH58IMX@>Ko(Z-JJ`dO`^(q`FXrOWyFmcX7`e zx!+{A_F(FN_~obG+myl*aF%mglb;D_nfYOP3BY{>JOCxD?=jI@|M=H*j& z-+@;S7ft7c0VI~lH^BT+=k$c!D=p0^{R$Qw_v@yy_!{c#1M}UEngWFkI~d3g-*gE> z_EYP5j>EujaJwNxeCKBns8-uQS{N1t7_HYpj%~&5{H<}#b;*f@wpZJPfmObWSm6cCNZ)1AF-*DK&@lUZc3K0@gqZ6~Owe9NXgU!@PUo5Z z<3wj5A=mSoLmhrRq@VyrVR=bOV0#5L#YC9#74GhH-k^vOEnvu)Qm2e16hZq(Z3aEu zRgu^Gq(^?FaEUZ1H=3%~{^{w8Mr(DaG3gu{4qaJJ_Al5I0_JU4*2ACNarma$*U2#D z`u(H{<5T}(MPO$R)jP1}#M6`+Vmhih@sp0i;asA0aJS+>&x#o0u{PDy(DS;YB!^A+ zSS}8v%ZfJDY*E1~1e*YJMq;phz7W7U0Dz<+r;DKrr=dSVO)5c5DnX4( zDEk3h!j#g-Vj8utiq!@A*=m1x7NW=CsZwU#!NOUeBhcl>hq%pclZ{ff1q@{U1`> zT>j`FK-gs-2z-4n_lzWQqD$q;`*f@o_Hgr$&z0J1c2$jPwh7n49wVQ(afAI%vQXA3 z6Xo&z<&j8gqWP;wO(E6&h&GesUJxJ0J9Y0py*8~@XWoXgk70JfH1johlhwIKl@dHe zARIiyWrNX9ZIFG?F)w8+k0L^4q)EkiOEeoaB8M!zbE0z0l{!Au#W{-!aKTx=`Y`gq z1=8;29i(3Q4^H{-*V+#95%ga|T9BJZCzW~n8y?>caQjSc5pTYA!c0q!AfmVkR~0O$ zyo?8bteWwya)UJI@&zDi2t?T9H!_a|s%cC;FCE?V zap|e*+D+HeTMluzJ;(svFg`yL9VXih^Tq}pVkX2DI=(Q^rl;dtXY2tCErCRfBbq+{ z9o5h^&aZZg^WVB9j4az^Q4=CssnwD6v2TsYyh2&)!D0(7(4g))KQjqU-46r!%~W zersCm&-75gG|+9b&aqNqA5IK@eGU7x??C<{o5Q>cI}*qZRdAP*xjeC{ijPcuAV7no*M|5c@05k6Q3lU;>QM=U5x z6^aF;IU89vj|=n~?`$@@bDbX>Tjr~Pn;*~56F;&MICis1zXT?XH7oA$8_%9a!kQS5zb6MYtkShg zSsL23CNeX_+lvq)(Q{AR?^9^g3)RZ87&L{R*ZI55MJ7y%d{^h}iau$-WYiiP$8_GJ zN;X&qv35!>-Cy^c>?;>}cxWwhXRWEd1I;tR707;T)76UijsSt|rL7sqTfxPh**;o9 zZsC9du~IGQ=UbUuhsLzI zh`C@meN#K@OC<%Yn0G|$YX=9_SV>Xrw4w~HZ-i}oiw(e)%K3k<9YTZpaIzs#O(u6w zG}zvoFIOT4`s-XzBbpE}OP(YEe0y+p-^|aD1w<)vhNVow?bEr-8KP1NBO(YyH$dwd zjAChQ!2F1z><_A&;1i~PUdhU0e_=2a_?JYC?Sxqsc&wpZpKMqG>CP95wmoHr^NMsk zA){z{G#rjV4yX1dpB>ll^X}#CSj`T$h}kK>w;)=H=u)Q$gc{vCiW2wY(BgXw#;=iL zQHxs2`TpI6AdY2RBIj?9Y7#OnAGkJZaI1wGJ$GAOWrC-$|C=JOc&W-_vq#xx}yr+ zXXEo!?(ZDAA#H8i3_$CMAeMW!#DVe^N0edJ{DA8f1pvZ~*IUS~38S`_9VY8H^6tYf zT5dko`K*T%K*-<0uemRy;Nt%pP?wpPk{o!saOoE>SdPdWU*q=r0Q4kP-7&*zL6d9Y zd;`FWd}9p7qDoNDUdQtbaK@3;^;&Ry@DG*XRdi_TO~QR8Hr=RPCCZAU!R%oC_oP#n zrTNj{VF)*X|H{IcP%1wz@x0Nb7Q+$P)l>4{nd%@>Au~J?8(a#sccU^SfvJal(pFjyS+Ns6uL{Ymc zuORB7$0ccsQ1DjEvs}u8Jky9(UEzn_2gCvz<>gtiX>kg6xwcQcu?ju4oR zQxpP$q4@0{#2hwxz4UE-bzO5Vr*-!FO9v?%$NvtzA({}sr;}p&xUf&B?0G6ZrOrBn zez|;A~;B!?O?f3Y$8VG`=_?hXRC<;GDO>0wp|Hfg^qxh(De2(6!g zSrGJvAT;=)6=oeN^fjn1eIu^xxe_2CXtX812r8j6!-~~%-S)Z3+Sn`UL{G6;Ss#f! zJUq0Po%oR|W&U^3>~@btY)eGPMm_K;Ze3WG9tTXeM)9l!E$v0nW)|W)C^)xA#MIS1 zA_bA=Wf7yzLDN+6s)Z`lpbCu$_GbqE+={%hid@>VMmW|iM0%D&J*2uxWvt%XPWW7S zGL!D}vJ{?I(s~tHVa!NR@lv@;qtV>WOb;3t>}M>W#3G&UtiRcAqDtRiF!l4z3rfV0 z$;VHz0J*mxY4fn1#M$C8U#>^6UbXi@9fgOFBVdMe>cseiAey<@e|M(iH_1NdLyKd` zbky@r3gwllZ*p2eHCtv(Fz@9w0?2iFsO4i+^j7b9lFmW65*Qw^wjwV0xvPCk1e#mZ z3$FR(v#&;akeDlRjEC`WrXni)ME8=ozb!mv$;q2f_pJG?&JeGOspqckInEQ53Z3;6 z{F=)KJ%eVfn(kkk!A;K>EA{kmPI_o7iUr?x$7=-->*_U+@)$l#KB7Jh?IS_E)}xTx z8{=rmSO$as4EP)m9=ODEJn82Hgk%DYpB)_pd_<-Ee)I@JPiX($8`??wjrzK5eG2~! zHVefewM(2chQpplCG>`bi7(;4{>jGSn@QS0c#Kiy&Nz(_JicIy(G51gnsz*-PIg!k zP)R-ezAJk+q?PlL?u$H!c*Y!Qa@AaIBH$9-HGbV zdn_Eh;Xdqy@&T=|I3f|U(5>yRz&`z%B*9+TEp&SWRO2i0(_acI$`ke zuB&blvbm6GUBUEkXPCDLVlzeZSb_D5orR<$3VtJ%Ce-CNyRsmNAXlDz3jj9N=>Pk` zG|vk~>cVH=sOJIy9VIh1)L$JY#F9&m;@@(k;M=tRIf*EMdCNL<+gK{n4Ni^Hw-Nk0 zZRt|HxB14N?*+!fn3A>~Z`BvSju7sUbWmI&k<6(bUP80o+oabVSWlQEKHo#TR~y9o z@->jHOd2Zzka3$85^$dM%Ns{KfBaMQ^k{zB&c@-K`+9bNZL*{Z=|%R@JmCWluJwX> z;oN`HY{>U+ddNS{iP`Dv%wGUSLi)ajZ1AB28rW2w%fkB;2GlBIKR-39=zJMIlq~(j zn{~n7RCMD8Fpo?EFNJTJ(AOF>8cY=IqO_e0z1fq}@-{5F@sN$}KDCm0$AZXOU-#2v3nJy-G@ z4BN)NR}60WZL)9~dhA8NP(>_J+SM+%JoUwTpscxh^W~Y2B9)VSXsCGF^)1QIog}-W zHUilpYyiey%oGIXd|wj?d*igfUZ()@_qF#5w~ixJ{R#hZj% z*E6C$3&Ie)1GD9ud}WYO|A?Fr{QDbMtijKDOW(n19R~kaZ>ceO!XI8k5Bz6L%7xb0iA~j*p0T$m*vd#pEuef7W z4dX}ZkCNf-Rueqw10x0ZuUz9}rDlV2s3T&Gk#O`F?aEdaTk+10qe4ddnOjU4n4-MN zv81xeeoY26d|Az>3#wQi6BU^?=d9GPjec2V#Cop9vbBsl?cAtvqu1Us56RKv^9u7b zk^%xUn%8YWnR_W1xpyp|phoAUn^;9w0V`zPVNfkmV0*z8$di0)oEst{E8ePc@-z9~ za7N`QO^{==8`PI;Mh=A&kODl&Cy2daGZQmcIR6p3@99#eU$6gXuq!1toShCy)A^nKGu&kg{Xh*Y zL}>+GNybg~+tLN=oqg*0_SiH=J~8G5o`TrQG(YzjUl|@N^y?lnW3Bl^DUjy-ci^9r<}{wbyK)@wiMoE=7R&rCpY|K=0u zQq6imzvRRjX9G2*m|fg#VHL9ajQzRrGM8iObP6*6!^oBXm^5Uc77^+$Ilf6f=!_P_ z;lXUzWqe6zOJLire%+Qg`E7RrML5wKz;onbVP+13VSDwtZ{EMBL$YvInTLndw0_&* z=VvbklO}V0DRguaNlS|6;`PP0z{yaj+nouodC?fGg9~mfEQ5b+G~_sN|9xamT%P{@O!X2!XQbQ1XJ=@aVQ-}qZovU* zJ(HUDu?ep(6_#`7s<6&rjq!%EwQTmr@{@{b`JmqoqSXs+j5f!d#Jt-3D(eX4vp--R&;t>~NX2)^b*pcEwcyfv(Pnt%M{&mTpJCT#%E z;)vtYR3Xua63aSdTgIZLi%dia)rD*PtM4=wH{s_w9&Uo~dGgBAr60Z#uAUDIGUEUZ z)|Wy?Gt`u^yR|`gU4$~NaOb7RPcIAOrkwnv%}uiX2i*_Xv)r7W5uvG0NC&NVqxF*+ ze4R%l2dymzD|fsX-+}mM;5U3~sqel~^Ewr9L8HG<@o-hVjvJXQF(+;G=iV8UzVPk# zAiJI{>S_v-7&Gys-c<=XdmYOd56s$h6{gC@-ao9GYPSYW1zqhnG>l4DTJnp^Ku2Jc zEvNOGK1bQQawaE`rmhkVKFj^#KHF#I+URe0FYvG#ywZgF)$;*)6t&Nc$Yd`iJg}zv$ywX}2-5^RmM1f$L1~zOG+yTto=?3gc%6 z)rD1($}Cw?Dqd(gVdcd_lj^uY8G9Zp@i35Qsdb~a=e<82=6v^41xqZ4LfRMa@>`%4 zBQ^4(+P`ZEW|EIVM-dP#VCk_uM4Pc@So_J|buFsJu|Axv2`Iihtg;Pzae;gTKu zT^1pyqBOL;@ggiX>Wpn;-h?$g-OfdtIX=oGDY3I|URqHLPfnB*9 z9S`UjY~6dN!TJDg%bgwm7w+)z@Gt_-2zX*wpEsB-om&GrBB8fuk=}oSi6+-poMIC& zMQ^&CkaBt zlFD<;O~eDeGHCSFcMrM;t_Nxo&Pa%34>ly(c%bgmy3i9HVOpRG4!guxz8>czTxq+; z7hT*#>Y-1UzHc;I?==3Tsd~YW#6u39U-wq=v>&%L2)8m=ThLj5ib(yjLB76nV2BYX zl>9D=Xg=@KtHOeJ-yQu z?Ggl8Z3XgiL%{}!My7H0NU_;$i17J@$b?wjC!e|FoaK3TK4&NZ{4&wl+mcq50Otbb zq_|PhJO3g9uXA|j?r%z53kqa}^gSQxF5qU>jI-xwEV}bIn!XYZx5As-(25>Jq{x;d zv41Fn}Dxh=vb998-meIIu)?S4qD8L6f1rg5&E-4T6&u_dy$AiuEomn4gO7L{eId7 zpUh?V0Vu`t10`7fjlOUtWo4qc=lWTl4L>9XJz#kRQ0D&qB;IN6$IZd77jQ0m#j~~bz1nsF>>d{&3Y`;cH2^w;32X@lrIq9^$ z)8O#OyEJDjhe(2~@+*=@*)LlhThtZtuEE0BWqb?ATicCR1mTU$@`iEuPu-ff44?l$ z|6K%xw^WHt;wL|1pKlfI%iqCR6y43Y2QH4+bzD&z-=TS2p=hu0iL`Rt=&}xvHNdAY z{hKzVY}nDY37!HnTY3L3%rQN`Ra!3G>F&m-U1FRZ;Uq)_XnBN}Xe-H^1>`j~bV4%e5fs6^w6y^@`v6SBG(1lwi!o?q$mq%pyp#~4U&tmCmT^*md4wn@L7wG$|=%Kdoy1VG(W{8o;QS{ECyHb@FxF^{+(N?PiYxy`$fPIg~kQPmtg@r*o*idi+_U!jCCJ~xu7 zyd#~p;fjFz^%IlI{(9czqEz<@5n|TK%+z$Pb@hqCWy!8zaIdmupEhQY9H`KGe4FRq zN$a^i+jw28?pNvd5GbE+j#jfdKZUu>s}`Z_`n4d*s|+0cQJJ^Xe0OBnmPOkPojwOy z&f5;b*bEICH_b0!#ScDtf49T5Hi?G&yC>(Ar+to6Nm=oy?kZ_A^H}_0y}s(jzvH9` z`x>g}m;8?m2qP-J-?Bk9nD3Pw+vqdDiM zMwbjxd>`i#lt#8w2WpDM4dfMRK|Jaf(mN0wv;vh0wq4C&oDzU zbYB>7NSl}6r`EL7Sp74mcN~E*Vlh0leH6~!4HI_Or7K^&acB4N$tFae6j8@FYDw}6 z{CBZJ5QM}IycIa>aAGno!IK3pjyY>Z=KPS`Yv;TSJ6mc!l2 zKynjzsC20e#}--a`M>Qp5>iRCkGc^8f4j~L6?j5fc+U5DLR=jJZaY{sG@+9kgtyds zcT4HUT4z1Bn;DupyE_ULro5k|=Pt1fH|h?H^|x#ozqE#2Sl@QWDZ4|LP6cG@g{9e< z_SXDK;pI|fOt z?=~9h*ZHs5KKSlb<)%k06IQLJE}=pty`0i6IL$jxx)gC4u=)-~D9pphzr0HL6 z=mIoJAO~_Bk$`p^1a^u33+4;KqIRHFdnoNx%JvRoCEm%DIyJBKVhSg7dSq3ZHjx?6 zjxtTrJ=7fY1i@NmJwmm39>rc|NdoMFZTRb-9?I3h&S=1xZ! z_Tfyup;pj-5dGvOHTyLv7p#IV&6jY!h?{K2V}?%@h$<^JVkxiHf>yI+QN$$$?^V+@AK(u%Sxjo0b)4I z$Dqdz@4hEZsAVrf?kFVD9+9GRg@Aso(1+`jaRRSZCk?hfyjlfeIVwknrjyS>&xl8)%j2H-MsG2XRC1;U=M_4=WLz%Zp6naLfYG1ggGOz=tJ6&Soe1kb<94E(*{Ea$MfK<4s;6d}wv^7SX zfbMir0?OC;5&NgLKY4h!lO6R1iCsFL{ENqsuAT^AOzA`6%bi`2X7?Z#o+4Eo>h@9)1dFOt~IzJ9wq zYFr%w>>t;SaL%_H{S8*co|g(0&D$y6HM%eNvrA61+HCAjo-s!ya8=pa*?FZ=@R;dV zu#?{M4tshz^&_Z$1K23|3_B!#;z(B1R8J7CM#4Y^N3FL=lM|I(rro=@?G6iIF~H{ zZM=2=K!%vx$2&10!cC2!;*xhnDBoyP7Ud1=Tt;TqFkL!+wX$W>vQgjJhW6>e5^7?2 zxe(GxmubMUgwUnohfY-E5iS-vvZ^LzSltMT**RpkU#*(l0X*5_+5O^41_g%!sj?*xA_?6epEo*{7zaE@?jdte*5UMrz{M#WAvt zsdHIM(%6tQ_BIYG{2R5*rIQ8HqYFE4#l= zlnJ4W6d7;EK*K17nib|*v2~P651XCdrBfT}$2;X`7w=EhZ%rxr)~unlj}RUFhf?oH(2 zca2cWq$tG^uWcpj9&@y#2_d}yeYW0I1PPPG>%vfLJiH#N`}hHqQhE(gsi=~r&&zE* zk$jR_O}?tC_5QP6|8;hqQB5Xm zIEoikvcO^i6)B1sR+@l7s9vrp9YH}+AR@g=hfo3*RCJX^P)dNHf`~{Ekj^Hnpph0q zN<^ecM><3x34!~5=-IvdO8^mnq^9_E4$C3BtOIW=yxLf{KASumlOr#}ac_C01finPX$$+!k44i^sri zT@wO7b9l3Jmf=Aw_;7JHVPeVu1K&v`N1vGqf0akx9XP)6DDuTk;r$!3kj9V2C7{;J zJgPH9VIXI-zTQ*^s{nmEnT8Q^O%a-{wf8nkV(nicOE5aUhMYq@Bn{y*+Q3< z?JQy0)|cJHNlpq~yEi`_Z8gHpFB~o?l@X6uiCp$WKUR&XHTtRFQ3-vO&1OF?;}#by zWBr*bvJ0yRhI^>lH5^hBe(kFXKH0MwSN#DU5sUQ5IOVUt{^9gn-^?goYo=~yNifL9 z_&St_mT*?RT#JU9Xe0bm272Sq-#cr?^Z&Xpx&`&U=3h6(@Hnrou+qZ@;x=vEAY-2X z4v3tr)Nv7z^2y81G?ojYcxNf{il>7|jNCZV5%5ev@LP84$ zEQ~Y{PL{lv*?q^#+WHNcBpswUBJ3>agEvM_Hk_w_(Md%4p|n{;iHHJ=)=W(za!BC& zS>uTr@h#cDy2^A7Iq+gFj4u7c1+I0fZj>gNrWDwv6FnUp$?5JJc_V_;Zoum3GD~Z^eLhzd zjfoaMd!`A2jw#R27F{9wR>iGzH*thiZ?(o`>Wa&~dgt9rBr22`Sw z;}y#I6XMpHy|mWa8-fhz?u0TI)E4q`El3V8y$9;z*jjxox@Gg|Ty~)g<-)6tdvCvC z%ZAd_kLm#@kCZyH*nNqSOCp4~7Uz?zj4g<2Q<#y-<#yt{Lz#CfFOw3*VIQ!dRohpG zcpNP}TlA<~H9%Z1ApBHsfWS;@J8H4SRHhbGe=A{k!QY6k?H{*_Y(njKObEtB;5S2QjW5@>xx;4J3&+{LN6mXIe)54d_ATFA*dgZ?6bzf-*usa- zkj2I((dU|*n^C7vpAI4(zdN@-SAF;=XfSS54A=W_==7^Er%zQ)ZBcf;30>DFQE~jx z&zVt+w&D?!hwT_H^F#IC-DL%O#dZNzT5r#vJLm4@wI|DNFV)k_3)z(8zvktJL4v!w z@U=Y;#4KF1O4Pv6i?^D4RNi%||cy;X8;N_owxPdr%S(Ix}xD!Qw)H}udK=)5Fk zctKZ(NL~F_$dhsZUQ74sE< zoF>7c1(pU391D1p@yBk*AdZYQr7%-ltAQ zDGrp#%HGOAH%Ct&ANlNrh2?}m%&`3EY^D)Pq^tdfO|L?+dTkDTT@*;b{uTmjbgTl!e#K7y*f;95VT?pGFf1`Pfn- z@n04UrS)ObIC^?|4uJi90mZ19Tpf)?BV>urkWMsmrKcN73qLF?djQ+nWKg0}cB7|X zrl$$*yRIm?3*Ynak#z8AcjJo=mcpBqXGYp=}KYA=3tvI}Z8Kxwnb9=9_Xf`0UCLQ|cE zxcEVhU&VE*+@bTXV=WK)a-w1G0f>NbEBVx74a_qa1uk#lRnflb> zM4~hk)l0m)fG;pzNoeTlmqM&$-=+4amdla4y|52^T^z+(oC6#uc!7KkqZ4=RO7KKy z5x9sy_=h?R&eI_6(g{~(I7G;+xY38kb4jkSLe&7kYa*)0A24~a-Dfo6gg7!NCJL3# zsKtSgGDiS*C5Xfws{qxF%Biw$QOzKXwYBvMxXwDIq4HuO?l^)5Vam$YkN{C44E~D{ zct-B*ix|*|BcAuIjGgK(KV@rMj~u!8+nDWm7{3Z|N99Nd-K1Z){c`|gM%svF$-4r*?(6k17tn)YcbOeEH xQpNyneoU3Lm>*!L{RjH{U-iz3=G7f9-JAHg!H=f6Do?rIQV{*V5U+*529ntd;O38>fqB?d`V6Zk63E zBYei$+2NwnrcD?A=Nn}0olb9(zSeDuAHw9IcjO{Pt*|8j(4_5rbe5u?9^9?9>)@4p zgI_P3u5A0vFls-r_pWfzRY_(A^~3c1%+k!fgDyiwcV70io0R2D4Yw;#h4AoHUFDHJ z%whCce`NRY97E>B7sd?|mRwG1?{4aDx%lJl>Qgs%#O6YJH07-`{7I@F8Cj z(GTEKCtu-^(ER`HkBJnmtFOOWP@u%h#wKt7O{KU(q{^_w%hP$dBX&fNF+!5&AlKQm zXJeEv%N7=R!NBnsAAlZF-IPLJWHO|h?7FJeQ``^U%O#W=Hl64>XrWz)o%~&%!ICe(c!V%rO;@ z84dv@XP@kBdHhtvS9ZtKk382&YK+@%-}KaE)4_~mtCf_L(vCb|$17v%6BfoA?4-Sr zaX>3fzR+Wq>*e{+{Wc2{3wyXP%_e#5-ypWFc$sjjn1~1seu2-eTRdw81RRIjUs`?K z;x&I|t8J^H)zLq{K2F@?S9A~#U%TUK@XGZ`I@i~<=3iXjo_itmsYzzik>{thWlcUs zJ9}&C=!kCH#@(GuHfrI<~AbMz1y`vd#grlmeDl4BHb?)4`fiJH%-B)p? zU9n=t39I}oW1@vcMP0qUer?ZBYwq8_V&q#20XtgWp( ziaq&pV5+V$tZ*3bt@HT9JN0@WXOZ`k;Of<@3nhI1uf>qiiPkuLm^U;${8X6yCA^~L zK0~e9$xRLBMQ*ofECN>uE!wn2Msh6o*=Uv<7I!-~w$9ep*0iVkdg!qXnGHV|C4&ql zPlktwH@QS+{p^#2-$NbUvW5FfZ}yd&txGdY@7Jj*9^_ z7Au6*Wd69^ncQOZp)Yh?^~k698!e<9E??H2=zlXd+NJs8Z1eKI`dgZ*`nR&&{+uh; z>^XDpTzN;wu?;S%4zp@--!~h>&2dP<)x+6!-o%JRNWQ$tb;;AG-|>H5;HSbT)cQu#=N+&)%(#>eSJMG zRd{7gW5XYwkBbX)oc#Qu+M&F=w6*Df{`|=iS~Xjrnvz0Mjg5`s4^7fdIX7(BFgrE3 zz2t9(bdbu(^PZXrgBJ@IU0k#usCh=-yLYU+faPh*gWwyo=FuZ{IpJLDQdj;?O5M0| zBxmCgQ=UXV@ty^E{^@V8i&S?ow>$AK2l-yvcZLTAF;4#eyyE<)^j#5xst&!iocPzw zRu?a^-=4-zQ>*&&ZheyfhPsjR@L~D8cPmugCQGq>W?J^I|H2AQ%=!>U48Ra8~c zv#gS>d~)b%)00Ee2cH~dGPo_X3#VG%rk?v)iC2-~@5R`6>^Bl#hBZO8Q zKmOIjWmW&{;nTer9^inm9xrhAjgJ>N_bEMi!=Wb$_MOG8CEhzxJpMG>q~>?(|BaP= zJ6<(Ae1LiWgwH{b2Rpq_Q8AAnONEAnbU!S)GIo{5;`ODW4VS)l+G%t5^Kfz+4Y-9~ zY#2ioO-B{B{gQiOu($4JFvIN4@TQeckZUK7pyZk&+)zduAtouu@-MoIMa# z&vPq%Dp+MG!d@qguk6_YZEb&--=Fq&UpnmA;DsY5xZLN$m)vKy*`7D=-@k9)j*1!+ z62jcj*eG+UD6G!zfyaS=>%H-(yxQgAW6OQm1XWC}-0}(ol}2H zdW)}mDetBejeGa+*>keJz1_Cdhi2#T=}eEgF9*{MeGjD>CK@(im3JsA$_WSvJWNim zsJ_l$6E3J)PyU} zE2>gcOG~3k;O*PI+e;+-Li7*MY2BZy*}ii9KCM@FUq@#rPOnvRW)zKL+_7Vage(iS z$-KBSM&7z9&(RviJE2wn*T8_o(tdsYtA>((QBjC=IuqoW$n zUJH{RjrQCA;_NjgmtWs;RLeeRnp@i1&Nug^6qS7V@F6lP$`@76smSZK^UtgI?ya@` zR=Aop)9Y)tQPihTpU!+M+);38C}g~^p=Yq|`RJcN{`vVk&^sDF9*G_)co6l-Gxua2 zSIphJR%KV|Ya1IYzr3=SzcOk;sW(5|>-h77L}gV~S$lgyY2W{BYVC#L1H94H?WR{J zlMg)F$JK0J?7>83J%28J>8p;8PT`+)>9AiPpC((^gezVeFMI% z_*bu{p}1DAl(-Q*(y*G3Pu;*kx^tt)vSrIW@OKS=%LZj;ZbGRd?SqbiVOi~YhMA{= z_da|x?_BgMa-Y5(vsfeKZGnE1=Q*cvt|iSEJ=SVwwCl>k-)+;$Sq67xQIN?Ca+@B$ zjs;$FP~G`AV{Wx;+i8tN4&WnQ>>mK9>wrnSWOyse%4pQT4ZUBgHsLrs{OX3+x{&7{ zM#Xc{Oz6^+y>%;N;^LBxQ}wx;g?4(eZrk>f%jNmIx;pa8Sq^<_X?fAQ{^yOX7caE- z?PLGY+?>DZWeAUSck`qDv-Mu*C+#gQjZ&PnC7yaFG0r8My|Uwzx1vMiS!mFj*0s5L z^XB`9d-=sBB)V`6tG=yJ|8{36Q8Q4^qLkWmPmy!ox^+!WO{LhKM%h+XR-fmt%S_c} z=9Wm-JbMv7CRFu?Z_XyaT-MB#01^CJIoI)%Eonx}f`fyp@phWU4K&eHi#b_Yr4v8i zO}GrB3eZvx*%w-~X!h;f$90*`r|_w}^5x;mWZej_*zeqv$EUZ9=e#5Ba&pqS^~;xK zwR2u{;~BqbTrc!LIrx}%*|KXwpG4j)9RBdmZ>!n??b-V>4U#l6iI4U_a1u&cavSeu zvb}I2-{2#^f^8{4TS8)@FMfW4RaJ{ngj6-4nZmf`Vqc`rMB&uULUY ze!KG4J-0u=B%8UDMrF5oi(S7|-pc#W_{;O4`={ z=SLI6w)AwFEAH++e|~??^O$uC_9{h}rbR!jK~a=e> z#(zERqx{=PyKk;5YiZ&3Uih<$N;v%ND8>AFrD^-zQ?G@;dCot%J~Q>ky?d~8S*?K% zC9I&3TPl4lKR=%`Onb;k@A+Bks{QWKSK+b|LOTPn+kwR+BO`qh5)wRKJuO-P|5zd# z9FeRnxfka?Zs;roWUQ#G3wB=`Y}?XNRaxP{612u9Y0D!|=S`HSvPV_%=X=q*y3JvYaaPqhr7Z>{V z^<_;|c2P$u+avg__f_4yr-r^Lx{iyl*=~0%DX)aBa;~!snCPNBN@S3h=rC`~b`NhI z=GTNa*f@qw{4DopQFQsm%`T`?E5QvAcr7*6Cee-7U~Wqb@Pf>VLOwLlijk6~w|hGa zT%=oCTJpY?pxxvFSCdzSU!TzdoR*N3B8I zwm0)~%6q&98KFmo6wS&d**Xi@NdX z3o7#SDVtv{k9R&ZZy&Px^vo{le$DTYh>hj1p|JSdT``^YlsQy5c zzTfoelg`a`dkqsc=*iZ?D*J|qv!mC_WDA0MIgfl3P*YRGLTUorWS{>mTL_Gg=ahEJ zw@1%B`r^!3^P^MTHV+Ejr`ge}P@9@Qf7V_2`^Wq5^vy>L@>Z3MDJdxlcqM5EA9Gn* zS!LOGsu9-IaA(tw?7HV$=8@x zt`im&rA6BWdS7wbePGVBa{6>i7U^`kX*G(SUb*|pyTg&ld;K~Y55_fd?sLZRG&;lf z2O{g&uV)oh;X{uJG?eVM+KIF3;o*_@#TR{~D*xh-@4tS9;0z|ALMvYEX9eC1M3vI- zP>`v=EYQh35r4+Uh8_qNt&HK+sZ&?5M}K{K#$s=8e^2=`I~s+?$0vup3k3i78`CeG z+I83g`+b9h^X%)(Bb%u~ysM5EsM^o*CLBkm2iq!+=Gq=Pm%X{#^wx$$%pYBr%_v7_T2AwdCb{5hzBt6m=i zUh&mb_Q;f+6Bict*><5l8sD0Y<<05n=y>pH;{}N}AqMuf7J`C;K=WabA3v5C6BFz2 z>MGlJUnSOF)qmrcB<;`#>?5P*{$GVozrAOPK6&!!(W8xJWxgP8*WSc!kHFu`Mr8`l z!2toU_E)tFJv!yy8NeJI5pgGm9M9mMUfsUstbC=;E-ow`pMWFu_RM`$JDzPtkB4cP zZnFx@Mtzb8t}{MxfaT@!579SoRse+7pbnR}eEfI>+pP^nZsHaT6O-kI_7|4mKzoiK zk8f*l&jB~-o9kHh=k>6A>dSY`bE{8=We*IT`Bd!b{xCJQijo7M`2>v0%g1M$cHu^D zx!3$P`kt5lF`Fcge zIr{B$*VM%3Z}y!I(=&IR`ixVxnwkPBX`|QS4zSvG%FyuLebs9qe)9_pQK&f2%wBcB zPuAsAu;uGalnNuH-X!zHvHiI>l-wpIMMXua-fcJD*453PJ-tkH_kVx-l$u1&p?eE| z#`_Ey>1b1jXZ06#OHJi#XodZAQCrCo?ds}cWMc9K16c z?dABBnZJLN09ZT%Q(p{h(Fhu36Hwy5v&p;~jboPGzm`UyGAPTktY}KuwJeNJ{_2P! zW0b+ zikz{rvBlZ5b@4T~IPndmL%Esw;=d0Pbk(T8->lxXCysolR-U`Pqs01up0H z>7Z~%F4g>)H9OH%q)DHelyntkNMGEW%0ip)X!xnAq4B-1&;Qh$yCQOO9MQkYo}f#h z%W52(n5aOxwXnB;w-@c5S4BnTdw+ibc=!aL0NEA2z8c~_0HA@dUTp{R5awWX=&lSl zm%TXDzHNT$i#@257HLON3xj8Yl&`4^M_&1ue&m1xzhTJ1g9n@PFP;XM?ruudOgsKs zVfzSn>Y4XR^g7{dgI~PZDwzCFu6@8QO0#GG{=np9u}_)i=4s=coSbJqX9#qB{mQv! zO$hLv)j(5Xo3nf^<&(qDLi!r+EThhSeB%H8y9LoHK#Y&=*tTsO z-mih`3D=}2PeQ;{6Y-;4b8J|!jcB3gg$b(O9cd!sarsLBJX+I(&@lo60|P6!?%%(^ zquA5TsvW4n!qU!?yl90WXruVy>;=xAwam45ulgVMh< z{WF9SC`}y=A3hjA{362g@u^AR_3PIwU!cd8*Vi+9d3kXJYpH1K-~@w*L4bk&u1!1xTEXnvg8QY9RB*6a1|^GBO{}_u`w6BfYM}z4H`8RrN$yu z0)2U_w%XcS^`*sysMy%x*e$1%z=m3O`EiI|43qZ@4D11>_zy4KxN#%av;v>y(369{ zFJEqhP!oXVDT78B0qJf4glLVr5danc655QFaGM&r_!L(wHHtNMdtX)2cXJYca{5} z=`2=7i?y(}zB!`%3P0RWqig@~`o>1Aq*n3B1U`CMZ7rjnot-I;riO;bK*n;Boe3QA z>LE`Yd#bSrkujIRgtyvt%mg;1q^5QO!w!7Te2`voQ+mysH6Ybh0Gr`>4iTK(#Kc5M zv;;_zvRtr-0e4u|o!Nni?xAuEoa0WC7}H)ZD@zpt5>OY-^YYAl(ay~%GuBw_^rJ7&*+Mww znsA>QtlMxny>{!?t)@_cP0{q*04zhfO^&GebocZ?xPK$Q__nyXc#jP4guogRE#Jm? zWs`1qt-X7%zqI>$7g#13;`Pyool+y6C8vS7EzzrOaGqx03P5g*Y%2)1k_`PZlEfva zv+-2u({!~xO3KRo6#;A&peFg7!0?J+;Y>E`B^W?rHOSz?BL zw;hwe#^9G%E1(!^fvM#Gl$V#!dil~nE{-3v3^RZ$-r@w8xt<;)(2C>e_g$4WH9gS% zQ1Gs4#Y&rGlw$GEuh?6ko8z`9%T>I^Q2X$0?_EJvR=HRfD0^)={v!^IQBPuG_!Q25 z5dQ>O>Jw_Z$Aq%;KYMZ8!j#YMyfbyj<*gNu6V@=I^ z^H|VuLD9KvC`h~<9Hm6pe<-Bt7ENOT+C-#Cnf2=fA2IGeE7kC0q&!L5ML|70y zg|4n{afNV7EB=ZI2P1fR*?CjN$^u?EdhP;>Y1!?DJaq|av)tRfSQ&2=)g90MU=jLa(KvdjhdgMsg_p)nT6L>{NuP9{h{&!*%&K$)1B1ovj1 zZGNceHJ_)k&O1z=h$Sc#9WNkXv+^sjVtHn!JH5Sk$gqhp2Y0eWhU{IvNo1t$c_6^T zr$X0@w{aFPEBehh0j}qN$&;0po$cT0H6K$|Q?n}n8+zcSzIvWqi!xeXetv2B5ip(( zB~=xb5P{c)b#--?WcOmxlD23=18v31HSAfRjV7~s|NeI#@j75uZ{FV9ao|+$P01g# zbM7FfJ~;yFkYyTMTVv*oZQEZ+8SLKOr7WX?!xXF~8a$16ze7oBGkV=8kmcJ^Q6dw3 zgyDcgE-THw@a49>m#Jw?xdf+1Vq|_^o}RcC=#Uk*fHg!3kHGaS(ezH?=+xa|RCAjQ z8fglOmi#jNTG*K-hWl<}qKNFVJW5kjlPbjn6L=!Ne*FYLpV2u8;5s;>^48U?!9Qtz zDMHbqIeZ@(S*mzM?QX_q80)HFfD^J7R^;uN>7UK(p$sKMBvEwg4QjNG;)PlB!oE|G z0&l;HrRYJo<5RgJ*V0no`<$*R%}9)nj!sxnkq_c0E#>^Hg$XsIXSzL zsORJWCosB3PbNA2aGWMNJQX)kHZ=vu2cXftAU(zw3Jr&(aYc_rbEqt)VjErzl z7K6r>p;dqZT~awqmSL9Qwx;<`sg=%PRfC-+=09)j6duucg3={^V<)BPJiq}CMSJ@6 z>5kWzBOVPfO3|FKSC>|_vDX}({CVIol!Xk>use5FU4Njhe;iie#Mqc6tR9cRaRcm% zA{dvQlVZBza)gKe{@q~qy4}x@&Td{4d*u?ukrUm9bl_oJ5%&%l8CgOKS`Sp+qrBBv zuik6%R9HK8gNuMu*%O7eY{`y`^R9%_{7BO~a_j#6a8z}GPeZGMhY#0zczRB-eHM+t zmV087DJ#EMhSwSjzTTcam0;zLz>&rg(s++}eHCbeap81r%8a4KPk^5yF z^?;Gclyw_7vazk%>H{+b+7l~|l(E@%YgT-3AnG$ILX@1m{4P|Nhx_7>o^zBGML|%x zGD?N6+SFgY(_?8-75+KVP{r4+8(%9TvQw8ySV|t>w04IR9XKX|1#d4arm$|_x>XB3 zilRiL^fJEu<+%lJbZNLF7)qTjL{eH`b*n{S_LEMB!*%ciEf|CgKvG&ay?apG)Y+zdtCM(Cv>gpsI$Xxp;Vz!;gJsKJ; z9{{h^8isO5lPR`zDUO?Kco?_e+fHZt$XZ5gR+tQiX=87L<}JdY>gZbC#S=lec)Ybv zh)Opv5hMzx4~#KAiCOEgMD+P%d@NSs<&qa z3ybEWY<|IbmjYs`} zFKBAd--NW0=4|rN>EcDsRjUHgg|VQb>((uIbad3)yH^_kJ|`!KW97YshjA z4i4Xy#Zz^D*eBSk)dY^}3v*b&W!2NuD+T+E!mCH87ZDey1B>to)a|{8?L7JC5BUOd z>Dzku16-o|!bFiEvNyJ>K+~{>-ODa6du`f?$oK}gj?HKTQ39of-g*H$A%3p8hUqOn?{hQf*y9JHB02S z?D3GXo*IL`Ts4uZT_%))kJqmGW3Y>l9X~z>`G#_R_qouiPyeyX&0CVWpuOL}6}j{6 za1!rK)Qi^>*O;3ca)dj?rMl2#M%xNE&_6qS_9-@oTPeE4v57I!o1#QR74g;cO4as433=sO=)SPM4I z#zFl^TsH6-i$w?R)#L9Z6V>$m^nMiG2N|-Fn>TIQveG2u*e*CRN|%RacEdq5yT7D0KY2sT407UitJ3F z0b_~k2kg7FG)XOOZ4o70;{fSGTS5V;ej`=>0_2S~3{rzOo@$$~j2mJjh>3U$>AVP2u z4WAy~2r)~;YB7jY%;8syl%le7GO7fL*uWpRIDLBkd%H|U0DT%X7QWT19j_^$KXb+c z6=dMkvpB6bL@tPW5)~CiP!owdV6T$ad}VHGp7_9#tNxeqiPmv2=AAx03`{i= z8MIc>eM*MNu#gA;gMC9JWM#v@BC*psxo+=WhnhKXU-5pMQ>Qj(o67t#t+dLnbfb}j z$q%G;OZ4-txVQ%F`8u?MHguaK5RFaYKE~>a-;mr6aAJ2{H+*eW%pKr1bO6(&3mcw- zj2^-6lbAXLN^#QZSmgY`{N8u8>ryMfe2IHKWNB@E4ZCf8EoT(5RA2+sS*JG*HTUki zbV(sxKsf;aAVoq8Pcgt$=C)*Wruj}*2!ZSO-K+iFd>F@P-G!fO9y31V7>-CEOoO{4 z9Q^1YH?ZRxyaN)Rk~#W<5gPC==yS#W{7~on7a?UF2zEtPB+fUnCoL-iEb&@84(+xv zL9f53OK>a>@cWeM|L?=rslC56(>aXZWm5pPyp;JNa|j%9SgT4|4+Dv_`LB zWMiv>GtygJGXj*Eb?VI;?0F%Cb3h`vx&6={Cb*BBm@7fq5$45YGC3Z?%N7LV6k`6e5T1H=;$B zOB3yxBBzcZtn_Ek@@IjY$?n~=cW<`Wf*TG&y~;!2s_&o!c@V06hnPwpn`8!2E)3(-d^GX^QpSM=rCUp`5?j@%9FGz z&rq@w#(NgLz>X4cbF2Hgxe6!+VKmE@lgD#%97H)yhCELBl$NR^Vx-^rK+cl(Q~Hr* z)IiJQmD^8PoP~l?iju>Dbp?|74(QLp>`#CDV@r!4gbeUpe^^IQVs?pyuR5y?gACdi z9iX2K(kH+}H@^t&4heeOnXpe-V%K#&19-Rr#AcwefW_CNyw;c*P`vcl=gfEI6&17W zeSv6EZ6!;K4G{K4->VBz&$F^DfMiaQ=#_FKt+uvyHZ&_9#Swst!B?GL)(~D~L`9RF zm(A@vcWwg&jI|`0anZ@?#(?nD0yL)^ef|C8Yc>fTePy?C?D9Zsw%FWwA4{j@t<}x| zgeam3%hFClt%yO@o2CbGP%G9H-OMd0_%FLv;Q?oZB z;m>BPx=&>d4%!x1^dfebgKrnzD8|j)1`B?CulLm8Y8H0(+lS9+^9l*QBPTghL^B3% zTxI9CuU}QoXHiw2W8H7xx>cq5B2`RTIc@=d-s}xawdn&#G=A7aclTpYxB*xqFx^L- z3OsVnWj!q&oKsWK2R^EQXei!Zky8ydDhh5|pTRt!o~eaJLI>NMvBd@VQ#LkL*g<%+ zM}vQH1#5LQ$$QU_F&OOG6TL68N}M;e4L(C_`^)pOkWS5>pSoV@5v5mIe`nJ>DhmdB z{YOV}7P#5{xvQuHhYs10JRAtuNE7#(_!21^8BQf1{e3dL&tWAvncLlxHaP`7*&|T< zq_~t+@b%SO0wg3P#sotAmcnfqe74ztJ7$;p0u3V@=fE+WonIkc>kkoQo<4=>3+}F~ zA5~wC`jdA>+2vQX{UYpzRsay!{U=kUHf#tXKcJg$0cWxev4vUoy-xrz>rqWB+h5tg zLwILHv&;Mcc11lUQ2qQ|AIcPNW&Pwc0a0)CuX@nz*qb+3Vw2qKI6gMlkEYM{Ds5~yF>gV-3xW)U(-jm-we?O&mZmSNuGFhRorLSu3hO6GSd-PV5OA3=4UqD z$#?s+0Vm4}5?5n&bpQ-LG4ohp#cW_`xxIV$_74s=LYfTWUL~OZ!DVUDlk8eg8hpmv zBawPc(1ZGa{;Y$pUI!a*mOT(n&Ib0pdrRPW)Zo&YxVTgUQ94KcqMJ z{(xyxIb;Bam7mwW8IHE>Lm-U_fqjWc32p{dlO5K-wV}^FH%sQ^>C+c?M?>Gy$bEA? zB*Y3I!vZJZ6cU&__cC6vwQYqd(MC2Pg2$bStBwGOJ%9D;^b(-bV~Kc5fxO|xdZxJs8c?4eb>(7yFB0(!w`QM^t(2QqMnLu*L#2AYr(Cb0|Ro@U`PH%kH8AP zhSxWUj^}^oHxygg#_4D&9d#|RiQ&ROY5DX37A;vo;Iv!z-*D7e3NOfHqK3M|SuiX1 z*m1u3A=_nJ-bw7$$jTgzL_=Ax()l1$nNy@jt@4HrW}|e<0#E#z_kCTRR40z)k1aq| zpOBEl=Un$(QUB`OPMfVXaEVsYe#j|&|TM-m(|n+#zFM-A(Tl>j6|A9J_2ICKlb-U8`wqxz+*@Xahuu$(2?plEhQy| zBvy1?@=4<4f%HB8^tcvu6+d2;Ie6X}1q;bDn9nRo)`JzOLvkL;3b`&HP+6%p@avbx zfde;394MbTL3#=uJtihba{lxI8D3%>B0C1c1jZKgZyotE4~0$4bu31 zA<74j3%w-z%88dq*uw)3DfIpi1!WK(8S?-Z;F@Uu@BtD6Bv~40sjKeheqav$Op8xnif|?hBP+rDb|!U1j&J0+<2MK z7}EcIg)7p2QdN5TvZ|`_1}8$L(Oci@+8D;}q29cCGvWEO=6_5Z!$XJspFBC|YlGtN zZJHSov4R}_qNPjphP+<9ftxvlwSul+@AGE0nzSMppoWx4A!iORL^o9K_D>rX&kh0&}WLm zZ?C}fCwYLF;%#o-w$1fxgtJ;S=QlgGRV$g>m{PDaxSA39i_ctHi}H{^joJrqD_F_5 zHc{%pL%pq6@AS8x)^g*OJytvP$S7IoR=b;!$`#?UldP0&N1me$eEk-y$lIu}Tc~tk zomsd28$y=U+8#-EJ_`8-if;>Cjy1cE&$sa6(b%gy2m(EYrSQA6WT#nyvlQv!d%`~h zKI8x;I{uDVbWEz8M-C)o%O1$YDaBr{kOt^~(%txfGlCqgx4(&zzeWnY^wI^s7!pZ= z4wVaJO&jR@zNO_Pn)u00Ckic~5S$JO2+&@0=mC4e2kd6)_bWeCRr%lN77c`SQ|?oE z`qph7P1kJGMg{wCjaaLEYb;(&ysG=*{@=Ihy}i8&ce~Jr40WdnPb}&WYMv!Dtj5w( zVe=n8*kS&Ia>k}WJ}8-CL*I(x_TE#B$}cG3Rg#+b8i+*@Ivc$?$H&KqOI67c`f-QS zy8ZW$eV+$Ax&3p&m_x~1T95V$ltS8_a+u7p2$NTU9`^~+8IK027!jni02J{ka!e91 zh8d9NrX~yIPzO=NwL?PjU@L(kN!Vp*4rps!fJ>?rzmj?FX03McV^c6HiQ*NgOl>Ga zHpO;FkpJ6!z{KQ7E+l*~QvF`2HZsD(!kv>4YvjP@uof!*YtLsYl7b8ptPIO9Zp&%* z-{|R2PZSks<=ETW-pl+v=*`fzxY&V2@4Z(r_}~dGT=RiPCXDH_lrb5T+9m z>^Y{K2_c@aF%?~H{VxEeO)t-zsCX~livuB3oS%5Nllk+v6_lXL6$)Mp+)Wya$a3CG z3npFeAHDXAbCrGi#EYy8<%1S}5FO`7+RRP3zR0n3<99nIG9u|O9@VJa#s>45&^6clvOcQ6xVn5xf{Az*Rxq&OHJJ0K3&I0J|t zk<6g{Fu1t55b30)CHm>9%?`_opim5pP5A!vKiZDx*RV`Buy?GffcZ=3d**mS(0 z5_Gp}^Oh~HLHicbGP008%7IWQk0XM<^A-%Q5?n_7{v+vUcMx|lLw;o13(-NYF>!Hm zJsVXhn2oQVb+(VL;phJmxBh8v7MN7}o+;XOHYOP9Z~*Xw1Imm(Fwp)|8YJT#=U^w~< zJ|8^|knZqz@+>HXqc!8=XCy2+K}(Sk5|NQ%g#pwpqQ3}8`5jE1%pW21w0!}Zu%cr( z9aZ}6n;<-ha?~RZ0fFmCbRi4Dk7zs5KQ%OH0hA(d+!$|m`7_wI5|$4{kZPP6GIHWH zQ9SZT`kC|xdbaH5+zVz{gi<7B!{mcqU?1z*6p5GQ%|z zX(})4=}W1otVN<&2VEJH558ax^}V^NVCE3Z2=%wS3+{ygV<4Vmx2I>S2&T7AoH%g> zx;>SEGEPFIFJ8W!WlQG&2Z$S_a&&1NHqqh zuEQnuSoq6Bf)|Cr*i`N7q6WU3SAxnS82vR!#u@<{^6W@fAQhEo_8f1u5`w-Q0<9|W z{`l<-FiHdr!BrOnI|P{+1|A+B{1S(XHcT<0NeTQ{ErhCoF*xKdE7<5$Fsg!H6-_+h zk>4m$iw^wU*+&AC66hi&*J9_+%+2+{)+CYt&MwJkhzmOGua+{&xYyX8{x~g7k9DgG z%>J3#S*ghxCy3@}KBO>V=IkmM#&^7M{RPcxoD)O|%JJMr*c~1u}-TNJsuMq+sk$Bh2)e2}~K5!5KH;FG{Wh)b&q5M_c+i|f8 za$6Yxc6RVOnUAfo$mCJ8@#o8_?_FKK&{1yZv+t(jOGu{Ak6n0{i-UuLwibM8i`JBu zXjDsPHP56U(~0RJPTu_3Uus0{vZsXJXhpP%kU=_ z7cQ`&Fh72|>Uvn17IFemBfEb7WI`Cm?iFK_dQU%jwX-b*2>v#>4CG7|5T$Br4qY}f_krknZVmT2{{!Y=CR&2*Ojv?5dk3a zdf#siA=pJ(IJ4sdIsJn-%c|BbF13*& zjpgN6SM%{@Vf}+$p|bS-g0|o-(GR`I$y%xX%a1o8K7<~OLUP8arr6-nGx!~sYwb)j5`hO5I?Uqd}fME#ikbtu|%$y2!k8hB%j z{4%_;T_}X#2M1Z<8T+>h-Y{<)+NT{IfKgm_A+<&}e#D8cKVZM1A7YQpFlk2+VuZPw zQ%{tTiaKx}ZstUM6VH2$eahRm%2BStl~BB{gs0icZ{DndBiRHI&0_);BM>{ziabof z1}RDtgybG(3?q@zLm$2Y#lJCiZZN+@*= z*&rgaE9vqSdMg?{4G3BW!*(M%5A&-BPdYOlDFz)4B***JDZ;xi>)F&34XNZA$rpsr z0S+i!?BBDFo7u+L`)mP*WSZZzKYqOv{2~or56v{Xu=x+)n`|69jAi@F5~D4LNM^HNErfH1kS6J zmgG+22BE}}(ocJaIpx4Epd&Fe5a&4Ew@@esPZyRU>q&m(i3vS+h`!oS>GmZc^cHvz@?p)Br?Gj%=V z`0H-qZ{x?C;JG8QR)yn9LxJZiB99ZhT3_SPAs#>}e^~L*?TMq0)Zl~wuSjZA!qhXA z;GV@Lbd^0Zax~BZ&OqJ(UH1pZGY*TKU!{sxaYo#6wx;*wNl)#U*x!5ZZe^lKNDh3TJ0K>plF!~iSE~@p7MEel#XwALA52FFus^NeP=%gQxv|C{V*HtP7?cHNF@QqjbZi<2V<@L%1^!m7^Q= z&1UoLG9MHm<8fWa@r>~m2n<~w?kGdyAu$+4lpH7gHAG~O7x=+!)t9-0-7qjP@PXar zF>W-7Cb;JB^hg9`2#m1%jyUw*R~Ie?5+bqQJ@HCBU_H`@RUzMNqY#kZNXlP(TA)$?&W_$+eg;ppkH3;EbADkcB zS_9{ru+c)G^c=dR!Oy0~@mD zkDx3BjadCf1W>Ns-e~63V}Me<773jsc3nS7MkViN9`&SuG7qZc#Sxfr!N8p3d{OhU z^47~?ILSk)_J}wu9R>nUj<>-gv~WyLrf$ADUj%2ho6{cEstOLF_;Glf9%-dSsn_kgFhzP`K(6ebHpI-={h!FM1f2!R?#iUik5vZ?0jg0LP{HWJp zp6^7DN1>t6{kl=+0qSpSr=`lma7I+I5>TF^aC~d9SJK2dMYKeW_~GU#(1mP7K81V- zJ}eD|6I%riawS|}4a@;9cUCQvFh#HpdO!`L2(b8MuMOx6S+fG1_b<c_qE|8z_01CVb;&1imBXypddjbPE+%Y3P1@B>SC?}P0o5gVTPlE-YqBJd9Ni+eYb zMB|y6t{*=FQT2FTk5vNMk?Fh+>WfVAEe*Y=%hWb^2 zUh?i!wj_`SPT{|g_S&^;1QG&)V30k+y(U^JhJQ4|t^tZTM1qP{Mp(w;uW$qxOIhS`X}-0NsCJFkk@k(ioF4`Chkd^*qu zA2u6VMWkjhP0NCL3Y70ctypYVOp@poGP?FcucW&#VXPLlSk59<6^D#i41lg}@qjk$Rfz)-Lh;o!K3NlE115RmTIr8bbK@x~Rfn=y8$P6dE}(cT%GoU9~0p#Kd&oGRQR!-NOAsp$ARFV6x{1iMHDY80js7-7fb zl9fM!+3;_0Qnb6Z>lFaOkD*5M&kdp2wPJ$fozblhSaDI&(SERhtkL~;%B<%Nl|R!Y zd<=z+GA#CRy|>d_t@DSGk>~8V{}%=9`?ZP=6bf^2`Citu_kM*p{&i=3?rfurC$w7$N+B$0qTzdzi_ zaRK9C%ECxNi4ssPE_Ai0ITVu&{=lu?6t5u9@b zZiZGg%*@PSekj%*RveFga!`48PEI+_ZWi>AU?HxM`p=(N;qPNgdUVBuw%2xFl?Xgl zKk+;i`zZ-UB6ant$M7~PK_W@;q*xQfMaE*&r#EATS~AUr@TeVIG0%X`Z+<@v#)RQx zV+j!CCm6b6mUZQJ%{dq*A8l~K2ES0B)lAWuYU zmEs7pzg#BEKR+{@ZhjY$q-S7Ifh;)gHV~0NuBmzLQ4q#sgq$8ww52J#Z;oQGTA@-h zvanR(<-rOFhX_DJ0V%COpU?0BMJAyeuoH;w%TSx48OA7FSYvVuoQsi}xg0t!f@B-f zt5-v$>JTpVo3Dq|{T>7#Bi_=sT&9??=9nL=5$cHX#>_3>wsYLramTEzL`f(EUL46Y z>Q5J*)?l37;$ZmM4c;fW!#Q zl;~eCAwh&?tp749FFzjxHZ08E?vp@A1ePQ1g;s(PBTy}FRbaR;CgwNl|F)Cai6w@^ zwRdnZ3})J}{v-_0E)4skY2O!XKpfE;S0_1V#k}kc4MbT&<7B@NG`-7O9`sLY_PEXy;8E0pcg8->vkg-Npd|1e@_1m zkPkqeckJoHC`;|a&|o=2{fcD7Oh{-2MW)lhK#d*-WMjW~Cy^if1f>C30~c~I2xode zMkYs4%>%}J_ zO%c%jua}Jb;tsMDOwDuQ?GlcMgmc+L?5i21XG(l|zLyLghl@{!y@nU?Gn#OLiCX!M zH8^!xyo^;Bi4u%_b?`n5TzWPLx~HX2z%sP$Bn&H1pdg_A!?x| z&dyFxu6@wvapcF@oS#WTVna+_Rvw5jj%%leo-f226N)KH30LLN-Yfz7gx>n{pf!Rw z-dT7QbdP1=T?~tJmlYUX zh>5{;3Q4o6e|w$*15bo2m{cZ0W1*p@as{RXKM?Z(L1lH=2_%PwzfoKv>c`=qz_FiJ zL@Ub1#>TSTkBJ(uW=7yz1O;N9Ja?!JLBH6zWX2EfRpQg9p>Xiv;`!(iUX&gMB?CMN4b_8qy3-^TYN~_{f}f3 zX%Qo9F+07BF+_rfsZIpG-u<}M2`8!ot`n{ys=4Tlm&y0<@p0J{N$(QTU|eY$VvcRZn5%i(DhDRR zO`^sJVHw1zxNat~fxSq6mEvemsK&j@gKLfX18bWq?9e786Umhr&1)2FgCK)A?6<^e zC{LQ$jwenzh$CPP(nUttrqf;`+DpdIkgJHSR|4Mh2MV)>vP*7O!f$yxdZ7nXSpT7= z!9y6NAhVX_9jC+$Fk3J+ZDKU$!bUC!RCGkf7&zfO*f?ZatKi>Iv$YZZqY^MSKq84k z-t)dd|GNwfo>u;uutEBjT=OwC*meyqcMKEETD|~A85CD}91a;NNv23a#B|0{wWw=Ni8+WDDhUxfm0-i zMy`%rBpLKfu_f0Q?$`@y_;|g0FvWq^l0V(48$U8YXQN3)zxK`l=>OUFZ zQPJJaC}Okf53MZCFKw-p8{xuWtck>z?}*d53aAj&MDDo*qmVwFUJ5NNe-?54ay*8m zg+-}u>rM%7W=k6ze;`!5yNI)raa^=|x4R4?TK)g6I_JqfAjl8j-{~DrK4LSpcfur* z7*Lnwwt~ghp#t~ho|@-TyBj4V-queZKelYm!cCSyDCC4e1~PqdhLcQl8|#yjN^>yt zgaC*VK|*B41N_Ju=L(mClwpM>lne&jU$P)FrlJ$~10R3pcV>xUk(-O3zd!P>+wIn3 zUUn4nGDfhN0Ka>r^l>lcK8*6y4RCGlYQSD1cP0`H|Mlzf?x`#&Z8+WUp<$EBC5T+9 zye3z!DB_ZnAm}*X@f$iO@&BxGO;ai_gNWZeE4&6W=I@CSDG!lw7 zE$&tU)aro>MMjKJV~M2r-~2l+hQjqq#=$-KfsCxIl~`#8YuyjydcwN2Ua%C`eidpo!f7KvaO;3ODhPthkUM=&EH{B8nI(D?WvSWuVg9 zICK;RU*z>yWjOkn75!yaTmNW<8~q=x8#kop+?%elVVeQa*7K+#M6H?{Ao`=8;8 z$PZj-OMn>300p!C^3^Gyp5DP#sxXNAvb^q#;8Cqt-^{cXP%Z0qzO#o3ShR=Kzj z49q~xYNN${2S|W?yqIMR%!xZUDOmYu&Yms96a^7cjpF@AZD48;^%{Uc{`A|mWZ+ML z3lC5Kh=VDiq+};5jUQN1cUMKAgR`?AxIK0Pv&_!(pJd2&WdN3Nl{b+~7KwbuuaKn3*WYo5q-w9PpM{=ax(4wu5rxAO#=HQj)n6>>>sV7@v?9d<;26Og#EF z%E*jL@E5#9EIkpbs7Z@E^GhAcNwQG+JDlv7L;cz>`I;VV~xMMl% zp?z{_aNqhLCOj)BfnkKHiXWjk3P^nNkU0r-T_XE}*JH+`pw)%eHQ0vS5fI987UQ!T za63kE$>qO6N!*WFgZ4ngrZo{blzQ29p0uWG0rs%1w;4V^wHGzc0!j<+o8&lnP(L>x zQ~z>ua^FwDr!x+TiBy5OPlyIEF_B3zB&pZ<89FGMuN>ajeNkM(V9ZVLprD$^gVj{qElv#K`yIK_!~fni>X#?K`A5Y|#N^~64E^Gvb0mj!x zi7`0%2!=RDl_XC1={4Y_W?5A+Q?3{0QE$o@&LA=75dbkJB`j)=j)Ni_3ptfl#Mv@6 zRKl(ZoupaaE|38J0P-GoTWvi@Zi9tw`gi0xtr7|-Z z`yix3J6b6F6fL9>1|_MKJ^N@FTMOBj%2L|=Uw7tQ=Xb8(`Tx#!opWZC`hLI9^W2~N zesA~UxA*HZ3HY7(eAfeCFkPy<^w5oe#UIIZSMEiBg}tVpA}}U>x#(7Le_WpI%eB1P z!q21i;{P?{|MKuuZ<>>OqethM-5X~)H;9;p z?R{Lr&;u%MIT|FV@w!A&kRw_MJ`L7%EqX+BvJLlkgqFHdv%TptOMETI!S}?_eR!aE zSN8ImgW34(dhpF__hz69`ZYC$l5O{4Ch;S>2%#?bo@I6whoSF?+KLV1YoTxpKYZvL zUahh!WdnruG4F3)b&t3u5iY(ZsCpaLLBMSxD`*M&859NAb11>S z4UvPLKRzc{QJ9vcKJs%{g#=SLkE1*Yvs>};`GlZ}ov@mOd-N(a0an}FJ&ljeU8Wo> zTNzGi$k9wFS>zuWK___@gQdzXGI;3Fr~Fxb$L>7S#-x*)S&c(9A)H&CLWS=57~(C} z+=XCwG_b;OftJqY-qMHcrPkq5&v| zIgtxOeC0lCt{@4l%X@KOPqdC*Fyf4Yf`Y7-ZF#>D9r#o)Ulvo@;prxf(ydnSL@S}& zy}QMVQGA-Zd|H}2Q9Sy=QKG32mJWO|Wjyo=p_IiUxmHP_Fe&_(J3s!gW?K&q%Me?qjBUhmrmp-Dbz-zm++7(5QDMA%e8%Kn2*s{Z zxT9TWgSRxU3}$;d`7?X1Ve&=nwU;^Pj>f*bx4OBjD%8laSSWyuR1`^UMF&6iWibds z6S~&lUfpSctp2zyw4eaRf|Mj0>7&Pv zo#Vpn+i&sv$Huzm+v>CkjSWuW<2->)eta#o6Tvq(^iHY_Lk7hOj$3#7sW=%PEDwgg z`upOQD~(mx?X{UhiO|m_+9^>OBAPq2m5PE@Qqn-jye~v(Faj=6QY{C3V!i}!`?LNn z5NhcsMAZcmpomkbgortkYSo#Xk2??7HO7i`n>xpss-mE>(bUwmNm!Ab-?CACYS{)P z*b#O4I$qZM8_%Nu5*`!(4}%Q-n&iN6rsXdE>}%Q4O+(z=@Ln3qt=qTH(G}up%YmWc zofKX<(K3*{X`Z`Kx=2fFZ;mhNqkxX49!|5j>0(#>2Pz)xXw!}gam&Fx0I?tj$PFpf z`Y)?{Kb@$3Q^kKQI{)k zFkt5s)u_Qs^rWsMLCOC6?{*3bp!K|LH>&G#=YhI*%VCOzI#`oQ8iq!P!AG5zbJ)7_ zsR@=spB@0A>Uy#>N1R#k`2CFwP>%tc4m>pDYI~{4ooItej}fZyh$aC z`;r6@P{0SbVWJL(<8!>C@U2@v{<%~XK|Eteft%(Aj106FO$(k4C2Xa0^srT1>R#BK z^>>pMlxePLi0OjI(n&}R4UoPtHW1Vvr9}-G@=E1i;uPus^9^4h-2tQZ2YzZ|HUu+< zCe&VlpWm3E*W+-BavTqTzgg4F14VJWQz{zGn)%bx0hO%-x^w^Or)*@MC;>`7eKMz? zK$zEcqr>+0Kl)hO61F1Vk1SrX^mcwDYI%xmZ-1Tc|5O6f$AGylFg|Sn*=v<}gacio5O{%)2Eg=tcz6`>xHahWCtxLC@EKph zkfVjKf)B_lVhu$Dm4Q5ZT$qMb#EQASkk}Az5$+Lwd=$JNc|Pap-{r#uN^|M{<{;EQ zy~Z3n6V7itC*xNkU_^~b$9lik#wP51|H;(HKva`vd68jZO1NcL+s<`%RQlWoeLnIz z=n(u5URBRcgANloDY!te@YkvlJ zAf40|GxGZn7~p&OaBpdAa-0PEs-`l>!iD-Jjwi1H`M_8*sZ2=sp!3%RpzpJIC-Nhd zs0$yY{G3wz%l({xQ$@Y(oz0ijphkCI=7R}j=jYlR*RNloKUYzhU=MWG;DdPPZ~Z_) z-B!TcA_~i&No2d{+GR9-FJHZCm6jnaF-B)e)JCsQ=V-{-;zs#Xe3;xNTiN-hE0Ifw zoQ|ndvm`_B9~K|pXW21{1%mDsB2VHG8CgY@M19|OXXd)gu~dlJgt|Ve0{5E5TxmRY zyHhWJTrDzyl6`U zB6{i4(tU-1R~AbpS>#wMl)|b=UsdO$aeirAVEPrvpc6+O>#K zwipK)se#M|^;|123loO>u4tL90ic zMVz$lYMRM{2lW+6BVUwR)BWRe$!i?L+82Y#Xxc^gOB=l8Pc(_XT3sw6u2wqO+iNmZ z@KOk9XlU5l zaDrUq8NQ8}FX7Zu#*K_@U;R89nydX+ek(c^#w6%N*Ykl|o&j}t zfBSAe=0`9U?Byc^>nYyflrt5=)t|>KG`u*4rjd!i5M}hzHb2M}?JutiXlIjTgwrM~ z3TK;0*0F{5MM32ea%2`EBj5-{Lp6BIah6??|7MFuXRXUR$?$ghN8 zAl~mOpj3~~@3wv58BHCVMyQ=CiGDy!1w+!RGlqYmOn&UBF5mepui?p~^i`9Kwk2~J z(Z>ltLI+pU!R6e-{EW>!Pce|3!o%bj$_IbJEYwCPz7Lc!yD!d>Zj_qjg}C5;%A(HP zoEMh;HbVLar7p8ND(c3v0Te0AQeKc%9>|+uC30f##x>PMdX$C9l{NQBODH8LE1gsa z7|Nod9pv3Qy=>jjz(Kl54nUvu85w0>x#eqk8ZTf`myoH`?{>E-|dS`Oz$f_9NM#h}F3VrJ53x~IAzvXv{pv2c~ z-}z5;C{MYug_oWbKJF6Y{G%*k`0ed|+rkt-E~tvquYp)|_7kTEiFE@~;|7n^MTCV@ zp_kVcm%n>>iBtP;j&CObmNSbBRg>^DR8hn?y8Jw9%hs*!lx?#9Wr4jp9o#IAH4UX+ zoo#)kB^Up4UxO-yL>IM-)C=eV<=qNwMghGD7bZF19OZ4CYB}0|;XT(@JZFo82>z`{9jlDGG>@It4~%uVUP{ zaSKoFR^E6P4kJzlfby>UckkQ@+_FDwj=W$b?h2>o2E_M#W|C`5kKX#sLLte7obKnlBIUU`sV{-gSq2#G-c+5#dv6(!1 zG)glg-1rDJ5N>ywMogR4-AM4Gp`oaj+dg_fB5c3{>Ngfe-?a8zVbZ_Z0FVNg#m zTm-{)w#X~>%*6Q+db-I>&o-3JKqqd%!jkHIjoL zs=-dN-Q-dpYSeb~a@$`KFaXs{1}~uZ*JeGUxsN?l<`c{+>1OypK6Wwb*s_oNsX}(%mb$d4ra>qpGE)iJ#a`FEqa0X-?dn;6r zg7V0mc*pa@I4a{O)GAr|`JLffWffH^<@@`6?e2d>**0=+?Rv7^OieqH^CRMbRPW51 zZ(}#uWpX0mvU*g-%~U`ogAsIm?fzlSCL`Fzr9m@6OGSCT%$~RDzV3)(X!*m)Ioh}h z31sPWg+Xvac+@ZnSkCvVYKkkf#h`#iV6d&Pk2E*Wby5{8vlbccDurf>Q4$I@!TmW z7|+$rZ;2qBlREB~I3TuJ|Tu67onA?Mz+q1y6d+uUvJs~?G`@-6rV9FVTAt_&5M zzwrjmU)@61ZZ8~1)1$*#)=)sySB`3*z8)I<_r zxwsyqQ+#;mAm1!kG&c}09G!t@z$kwAf2Zr_`g^w>c@ao47& zF4jdV5QdJGaqs(m=OOWlALTi|*mmNc!Rvs0zo*k@4^?s7RNB!uCMIB9&uzriGp&cP z$xzp~WK&%tp}v+?ZQ!t$LFS+KfZ>^gCcssA2I$_SJDbzmO#>E}Z~tn*4l-BQu!xBB zEA@RN4Dhy7Jr8`$YR>0*HI9PshGfTySH>y`DY@0RQl2Hl+R_~F+uBOE+xfO)TcmQ* z781-iMDMFPuXtHow;e;4bq5cshYVK|37IdRq1G*fuW~MPL=D9Ii@U~#4>g5#O8fYU zzYR@Q1~lXE0)L$@oPkGpz|W^tjWj&;$KTg8aP%B=6#=h+ss$Ewg8|4YUF_|YSh+{?~# za9xUQH+b=^jIYR0;*S}~wY)|Xz*iG4nS?h{->OtrRmq1UyCPA)HNp&wzi#PS&y1C@ zYUX3dE=%UH8^xT=z_eZeMR9RA+xLtUBDz+SNdPGUug2WKvq}Xsglo_%oSyonhf@TE z!7pH$i-d4CJa4yY$pczxPa;zY4{=kJ8eZ%5o{bP0Iyw=KR)5ZeeHd0m{tN4Z`uK}# zuGq?1ys?JpnZ_7ezqTM}V?xkU8g%*nSMgyB6$2b1Or^vtg*7tx2&paI7ReH29fR*e zw_iTA5N&Jw?ID+&`dKPSo>5)b1J7FgCm*MnJGn91B!|=bnMN!(}g(OovvD87~ z4+#e<%aL3p5*GDJ^~wawm;5sfuF?`D9JKv7#mxOWYAK|=v>#P-Pcx;*P@Bm!^@V81 z0Y4+|GhU_Uh({${T3nxe2*ThH^iKSwg<69Kv-zU)vM9)odJ5m;&j36Ug#}Up(#SiT zSOEmbFN6r*0ccK_fN;67&WD%{2+OI7v**qY!VJ-+ckc;$M=0mn2p0IvVExv^$a5Qd zx1BU9#mD<|%CS?Y1S!IdCMzP&k>`l4&EQUcXxMsvbJZPnSX+Gwsei?9_Dd^XS^nN- z*qSdI)QZR*?@@tpD+uBvd-ymEz`p8*TiVYW{y%8x3;Ftb4uXu*6F_B6eYUlUZkz|O zIc(@gZond_qXyen(IkrdjAB%XnPdk`76rxS)@eQ0MLG(=0-127@?dy)^zH?-uT0Fc z>f_#?OAxu7FLhCKtkOjG`;@p72)HqT{as%_IXS-#6WwACBtf}GJ{jYW*|mT%{ytwh zf)q>W>|E9t!~k^E2}GH_(69j(jqci_re9Q1?E(p>1K=;dEuiTOKCQI9s%h$D*?M3ngHOY$IHgPnBV@%b%UM_0^9;ieRktGBOG`nv$A1 z0jxnnGfqp=H2VP8EqIh#y4|Sfna*o7+PYzenEL8wzWS2rYY+z%X)Z_Pj!r0xNT-SJ zvl|Tz??86ZWjaryF%gXvIDPAi3JJktxNqIt!!D7VyQ0~;uofGGg3ckNs%RE_Yg@0W z>qUV{-oq7>zCg|STRnCSS`bVpI;v}nR+WvLB6<=NRe1&)j1h0^S6t^FTk`p}1K45l zZmgUVUaG2)mlwULmbONWK_CTsxOG5}k#XZU^+7_!)cNtGLEpse+69;cQoqv8@=#|! zT4CljMz_Vtf2-sr=1(D3Q62?!9yPCybLHzieP7;H<$e}!7w6f&7ixx@`)n-V)mZNQ znAG`H*(upykwYS`D9;Bk-uv5zO7HyUFZ*aV0=4%}vqmfgKzPjk$`;R$wN=Bvt$kQR zL5QUuN+kltuTM@6$~!k~*z`cMM5;XD*d3ca3wk_r)P8<#2+`HDbXJ0oF|=TK`VY|r zt_%7lF{t!`jSb=ka_oy zkcf7?oEJlV^`;{R#Ox!`XwWOs^T8{1+y6LyRZF}Ic56+O{QWI5zC6sV`SJs7xcdD0 zZ}e(xJbC1S1SJuqRb=}9GV(OH=szte@S%A`B9VEk)HC@+?I2%mbKM`;DIp6;~!DO60F%hG^5rIg7^DYu6qJRE0RiS3z>;-dlDRLSvH=E&;=t zE<&~f2+*cTcg58ZgUr{}?OT2YcxZ!;pq|3tRDX1dUD_vSom=l2bOV^xpYmM@=pzx{ z=xaC7$y(M-DdlsKX_HnV2NW8}T6Q1fB5jP!gbyGGW&u}&XGn_>Aq4`(*jZJ_nv*57yr#QxUSO-Axwy?YA^ zDNWR62~*b6TE|#uHh%m@HXj&F_WJTQ=3|QLNtLe8*6=ja3>4O3bLNHmcTvR9C2HC& zr3LppP6LweRkN$EbJX;+Xslz~77<$j7(NA=#fR$O`%vxH^s}?&mR9%#M^CDjZr94^ z$90;10_s+iWgz$k@Xw|1b9uHj;2MlnvU`rQ7gZ@eaD)O{s{Z2VdZ{uyJiGVO+UnT@ zrh;&cV0EmLu#->`sT=>FL?CMT=9n1{f9YXZhxH931?%ZbjiyiY745-QeN%xj>9HSs~1A)PQDeK(ukcNOR$`GN{uJkJd4~1U!0S<(L z^QHSNP7;5xq@3f3Dxm*BCmi$@i;nC}V3_iQ8g_;Jc$ChwFj_}bW?rZ(`3W$V<+;U; z40_9(A*)J8Nok(7C&Mjs6og_8EdpB+fJC@7s-IQF!~bj?NbY}$^^c+~@@UvLR}hsE zF5BxC&FF&2*X9n&p_X1iiYw*dJ8m$&NZo~5LKdF!h8n_gU7}|7V`uTgT2MU^=1Jx+ zs${{I_?BZJs6n44W&+Azt_l=Gld~OkjW1aq`{3xA5(`M)w@RoiE|MoNZm7-&z195dNYQB8|cja#C zUU>$|3)j#v#BAbGNpd-J>ih}%v2VxUgQ&?S2?=r~9`!zx`Bbz$Cg1qk1Y3HP=$O0% zZk5$AU#qJ6Uu^r3sOoxIu#UNrQyENXBA-5ac>n%UiFiB&#r*9jNDKOx)+A;sM>)I4 zMSRU$YL2IsN8H41faZYkAK=u{9T9EOOdmxBZG!` zHV2I~qmCB(+SwdodQmisi@)`~y43fwa1#r06St;yReYEQq{kibvcK)L%F0S22ePl^Sfq*$Uk)pF3u!pHk9@< z7KsbDj~~IT+-T8ykAHH&h2YVbP_~CxkvJ(n(&)|HLLX*WTATUMA)*-NmhddXp~_H7 z@8!xcgQhE9w#%T1829>f+Ue895;!o+MdLN$h+xg^iC4i zW@N&cfxni0R?T4J5fV2=5&nR!Xgtsk2|r#ZD4kqq?0N_T4%|AXy>dvMbWqPk+BdLS zAh=FkMu8#1*K@fG;1C7j!pkA*P?V~*#wr+wBt|R*C|!1iNqJ_!!q-3N&>3u?qZGwA zfhY~!G`LAD0II2Jy0$CmGbLUT&`s3B=gyyx%UaUZ+Z_f^0>U9Ge%;pePLnFdKdk*QWO%UnBtwiU?`IvS4cKH0< z^8SoA{xoDn*a^WTzGIOKom%)f7@x$r2*QTzHXcxFx?m*ar2`R%?TN2Dx3NiKc z1l$p#%xC_)!@n%`wS+}koiSy}ze$vC3&+PE;+fxf`0#ZOni3Keo3P3W9MF*Ax1!lt z197hKnOa&~$6Y!bxnx9@=Xd)|Cjxq6AW0U)kX_>yh=yJ}%2Ki!TQBdiZ2K%j_q zC`kYi9CP|WJ&hNkW03>U9iJ5+s$48vRgzmWJ+1H@!V6~arZUPPMe@!KlSaJ+H*yc) z&yzUH?LL@rLdHed!n7tbOlPlb#Fy*beG$93hgm?~p8hj_kf7j=LIHK+h3I8|8cRDY zx;FmtyXZXTgnU(u2mDb(g`Hh(CG+&AmMAcCDPLO>W7m*2mGlkxHW{x6-o_kRK< zk!RE!DCoo_`sXP4H-0OuL2Wn>FJHZCc=)>AkFr7r3wQo(LHz%LN0!=#o^Unj9o%}+ z)L59O|AVu6!nw^r@(4Tncp-ILjJ()ZntZP6KF)mcN>Ulbv;$HVqn&c-ZScm8RkPPm zY-H=nDfI76e_mf7zhVXgdx^nDC}sq_L%uvmS9)cvtJko#M~}<7x#NF&V_%;l;ZF%U z-_a<>Q(I4klLEb)`eTA_?jM@MkBFUqS9%YYW=OZ_{lacss*}-Wr9Q-JBO*AJD6w_#) z05Hn)G#%ZpZoJ@1?AtyHE*PXgl3e8UdbZCUmseZz{16jlH1DqdiTU@M@p`X0UgT+D zHonAopL%BQx6R)iKQ^gaSutbwwjm@5(kW9{WZyaNztQ_g=v+1C;~YN^fzr{Glz>0} zSQhje4rSCoXvP*h-#Iq{AE+Kp$Qyb}1Ob@WGv=$nJ>w=$R13T3{^Ey=ZQHutXZs7i z$~v0eB6u;%UDDlqi!eru+!K+XXul~*w-L+A6ok^Yepvb0Oj`PDQNw>gQk%uQ{^&AT zKan#)PhY>0ShoO8#6683D{S`%Zf2f#H$-wCwbesvt3OVnBaoyFzavk_;u-Vhi4kP_l;rJlI1}UeE9s8Ed**Fdi0P7iU zL%l(Rrns&~T`cjpX}_Wd6)%_WXn#xVZ*p(3y3iLN-1&{#WQRAB0g=S0?9y62r-adN@K*7U@Z3L)xD%v#w(t4Vk!_m~^5 z>9+l5DIDCQ(hfQ^ZcHRN0H{D=w0G?&=1JK`L$w^GudRA{zUfn1Dz1~j798q10Km6d z`-Z#cw9WGBYdnGEmd#XFrCeeWeYY05i$G2!oJm+4TEDTV8B>#D{C3uTu7rC^KTY(A z{0@LMZske)-}Fw>E}ELf;~;}OlX%?!CZ0mFg(03V6yHE8rJP$UAGER8rYWrR|~k{kP3b}f3|t$X+9(+8QFM(zG~mRhoK zhJ}UyfYE)npt}?M9S7I89i3n_a9+v%#V03~hk+D9ZjtNZOOI>5Jvj3*H6gLKc|r7S zCyNzrMvgQ$9;K7jTl0Ffo#C!6J9dpXZ2i;MS)suR38#zA4kpamKm6dVUE}9!_UU`r z=J;X*+xpsVG%qv=a~`R)uAsX1WvS`rw~hL5`nW1{#>dsGZVrEOqr6kV(EK4U`j}!} z++g?jh_M}1X7P!86#BI(LAIbrp4+Ztl0CU($*}?L?`z^vv$eBR#rhZT!E~o6bbb1U zhGsyA5f36GBKA_0PCl@35HphSaSStcZUc!@5#cOvGU9dGnKM0mlQ-DY<*wtOl@}@O zy4}*bbtRICwSs*nyqf&@7jxA{3TZ16D7{EVd+uqrm*sloG@!&4=ejKPBk&!YFDj}G5rop_ev%N1jm6I&W!NAo&13%}TZ z;6Oigi;DeVKeImD$G@qbgxWC@{cmzrbNNcQ*q zanp1IFs^;=v$NCY7`MBcn>+t(hG~t>5io$@-hL4{^QQJ5<1tPQ% zJ-x@P`0a~d-qO|A4z|dT{&^gS9%G0vZUpBH&vukDtA;J~63+l_gBv=g-N3mFi+Jex z0&v#IH?o2YCDX749-sAmvl!AsiHL#5a;UiT1cA}jt5=V*Rpqj~v6A(3^jd#5(azo9 z-N2ynhm5K|GNC1B*0#qKG-5XMp{ZB}QYFpcCe!MyW6| z#})HRp_Gt3wifr7Y1P~Q{KRoD{2RdAz^+%+R(&9mRPXVUbLdCX68n!B(V3=0T2RJ) z()rYQz|eT@-Md$Tp2!A6R1{?5gwahuY1Fz+8^_c?HW0S}n$OZ5n2@rvvXWN^q6MZA zZ_dL-nVTu4qxad&Ld77FBRn#<*;$40vG9;fI#*8_PsQ|?^)mU^kKNh1PEm9(7=VU#&9Z^_^teP zr^1Gntb&l_GPMcH{MP}MCx&nf6ILn~6_I|@1R!1Tqe0kk;qZh3hAMIUuaHS0&OfaF z@UpK5E-*9S^@1@F(?$5U&Y{_|&k@(5H1Irx@t;F)URYD+`3I+=1OdV)(He>8Q_d)9 z3Kpf8s>yJ!h&nhaDJeo5YRF>Ok;7McTAeI@!~t>bcx?s$@!!Pb1R$p zz=$vMX-N`4d-Hr9TUwQ_JGZE-^aO@(HI3cW;kme;X` z*4!YRP_T{lsD-vG_08K)>awu@gb9~;iy{Z3Ty_~ect>b~u3qG6#`VtU#@!t`Sk-bl zanS2IUg3_P9*Fj0Q*3zJXg$5&Ld7f(82Ra1K_i{KAnWcq6yFfAECQhthju`BpV+Xw zkNsf;Vx&Im%f1ZzuMsNz`Mk;xUUSOqt>zYFgRI z&(BXTNc1){bMsFcvsEo4x8xRAyg&0n;0Lk`^?LQPeyq!!Y+J9;A93`AyT5N2pZd!EKYng5D1BMk()gu(OLuRK;WyicC@oAY3hLEi#s#dPr14A|!i&?J zXWc=iD-I>6_QkmnNSbEX`3+jOZmy~ceo@vXcr8O199)4rWxzk+8I*8aa6c-1;_|gS zt^IL#SZo~I3g}j6>lNmR4Hj#ozbD<9yk2wbj}49Ywq}Em8Ah5XURCeZ-~6*>uRm9G z+7*;Sq$%8{gm47ykq-c)$S+xwe(aiZ0o#HH^a4N3p< zU_NyKt>Q?4Xz33bwZ`@?z4b@v3uRt7N|OR!iQ+?Nv=^ddUPxfzfIOal8#}x8$cBqf zzla(QKF7nqg!6RX!*=lW=+(y9CQji9pfJ68Bx2R%^fGnnpuxnU@jK9Lj|M$NB=v*t zoiu~qz5N)9({lEzUDO)cyX@i*i->z=iQ%?w`=9?3XgPT}?vu>wvL>dr6>eC4C54>t z7wy)JHSY#0^2!wjoX^j?`_^qecdI@jOm043YErxix4q2_Dh#Gg}9FTZG7S`(HezO=+G0q{Zg5&qlxG^Szn(?uQI$-ZJZF z8x9&dw(;o1mr>)~cuYwi$mV9q)9$D>H|v@}Gv#(l=WFpvXXtO=qZ z2YkLnIX}iPjxQ(U?E;4o^o#n;nfcRFx-`{Gc)~GSUkTs7{lI&huK0;GmHLXTh+ZBr z+B{F>yBGYLv^merGj+C$hes+c?BP;Mu;aeN(a|#xKkyF-xHt3*;`>0VUK6rhkt^te z9(4iwJYe6@ConkJ&Jd}S=)A+WkqRtFYocdorHJ#o71B#Bj`$+}?wvFkg2tzv`+$`6 zM$^a2E=ICoplHLCHkz6`&z7FH-&;6azk_K))&Cs)@_ z85p9>O8`NTg{iIfx8}*#aCw|L=^fFLEB$^L+A{nn*1}(+KFsq3W}Na12G!|Fr@nsu z`Z;6~<4h_6(%fzmwIU)ZATlhw`xEnlwO2wFJ))MhwHeHxEuG z-C2rr0{SB2DjZJI=7tLFmp`DdSTpb<3laO{inoC%g$z^jfHBaFa&I{p;-NCfH5|_( zq4}@Owq$3UNlF4sj@w@tNDwkJO?Xt)kx!=J=UZ!Cwy%gA;-O{PlE>6rEZnRz@Zl4< z^V>xMs7NSRvKU)Quh5w50?&ZaRh8p~4rt`qfFY*g-QigrtX3qtl2$x->VgL-djINq z>XNp41L37Wk7qMD$uq>-nLyh0yNPSTq~|#hUgdS4m1mfHH<{#nPM-T1vx6*0K-a?Y zq{?(QW%J7Z++2zMu6u%X#ur1j6>XhldX8a-f~Q7ufW-T-aIV#AEDpPN1+Mczol(ZLMc-StwZXJ1#Ygc?Fa9AfTYzn?cGM~UJM(F zhZdm;VX)9884=pt;jcCCPTng3+~G8$pLGLNxRb^$D+ZK`Pk&C5Flj!<0hcrAU8O$& zF6gD~O;7J2Mv#pg$De#hz3ur)ymW7>YvEdGl-Bws`LOUHh-;&&i1nFDlJoc9r>8tT zas2pt;){>WI6F-@eBq`QcTX6p{2D{}K%Do8A;q^);s_NBY%Jo9#L->!dW$|v5{BRh z1`+W?om>y>;D+0;t+9Kc{f8w>@6o5r2~G3d>J-ipJ(*Rc5eG;qML@<2e@gvxOf+GG zgp@p{Vi^V)zMCns?_q{_OvgOEkc|Lt35@spcVPerjP z#w$Af_6IINj0&0~DdLNXXwg*VzRqEC?CJchjES;tE+9ve;>F6$B&!eeog(RQp5}k6 zHGw;kM^?K{o2NXRpmbg*M+|=bFl1Ms?miPDFcPv&M(*VJk3)Pi13q=mzZn{6na49& z2(^N=LIN!@ZX6{Uc<6`p4KzbmpT#+f2d8glbqgNy$S2LZ;S!Lk2!u`?;NaQgt~}n# z+Yg}+ldTM}Zyq(D@2MzYJ}hM#8*g$tIk~xMg#uoU61^{nx9n^Ocj(f$Z}Ni`AXyhA zRAp`DZ-=I*G^26gZeDfr*y+^NEYdWot96NjBqRb1%0f+IJNDQ;mOfIbTpp2I2PgM< z`!FSWVtFTkbUl8-F>=SRaatii1SF6M%l7dd2f7&RRutT;yn6Fy03Ilgo2W|X_Ih_r zc{^qhz|8o2ZS?PU47tb(-yg)dLan>^#^Ty8*=H=W5OB}V>3WS2wXs!fwt!=ACV^B)Z&s%}GSYWPUoAWf^;q!nZy)e2L9@(~%Rg9>B__rnu43hJT3#Qd;0_~+wlsj6qjVxZn zHt3kT^eO>OBWgZvJ%JW#p1FBqNyWjYL~r= zjiDZI4yP!JbPr5LN9W|Wri@KV$mAbniwGFX_S&cL^N#zXWL5^_NjTP0%VA8P?Xsg` z^^~N2`(|$rHR=-cy0NZ}y}d7|RTcu$(4-`@t&V{!? zzmzpDkO(`@A!O|ak<+J6EkqF$c}liEg2k_=GPh)kHwTTc{haK*@5Bjh43za1k5#L5 z8GykcAcwN~E4Rs$md!>mm3Q8O3dE+SI!(KA^X8(xXS?bx=(hEWTr}k5^hiuiF+Z=T zXpXI&ck5ZptV*VM^69$OevJM`ofJWr(5MWt2HkwVdHNsWS>+TYy()B3##c2Sq{xLP zY#Lx(o^r)hGkisOZgF+Co?hhKGDnpZ@<^AS?tsO|s+j+AX!dT}^yxXbZ`;0_^_qx0 zPEW>3`v(_k>*+(ND*X<#zzeY-?c}k zy&>Ydc7%K7B$2l-}=;6OCFRjv95J}~dH-)FaB$Bw^S)D&kmnP4CKpWl5aA6@U} z4io;||NGp&w1nZU-Bc~*YR%yYA4Rr=DCB|N?sg3RYgTkp>#FG|@8>68GIi|zW#!{i zJxv*Vd*^74{Qm#-!?-w>x&2hS^6z(yt-lu@jg}(^iUNdYprN0c3ix#Omxqh;{`$uM z-ll%*YpcV27BXcT27mh7cDpG^ps#iJ$4#MTkVqR<>IF`{}i1ee_t%yCljN?!)0j^TPGXJ(8F0Rr!W(+$NVK_vSW6k9JU0g9(=PsxBSNa~%Vyso$&Dq2of17!(&$0E;vI&@~)ix5S}3o(h| zo07p#7SH=Lf0+NhO>@j=vTKQ$n_)PM5sx_8^S z<;Yf5PeVu8OqrtAvuDrvr9FEl8Q#pqTz6#hTDvLHrYqTuLK9y?&*VlY!;=EaI9!z8 z4!(z$CsuBH@#4i(bffl@?Qiy>dzVh1DM~s5@q@DHrGQ|f*Uct81;ujXnG>9N1|*B& zo6^Bg`ptVN@7mh&v5MxvG1Mw*|F&&wKD|_7-K%Hmg*JGBgW7lLvU;_I46rR*zP1j? z3shbWnsl<8`>r00*m%Dxm-q}Rcr~CKs2XxrEE9Oog`j~3Zd$<3^e-OzHJALp} zpU|h1lKa%ubnTSW6X3~}9#=AMz-Qu*(?B7iF|3*PwFmCG_)4XOPxhZn6>Sf8M$Ql3 zPm?J-rfrU1@|gwK&t9C_=Bv4bRp2o(F^k#M1Z{KozJGLSWzrFny0gV%gHl70pK*CKIXLE@$@IQXYXYwE#qlAYJuPsIy$f0pKk#+N*M$ zdCz7q*H-SnRIgJS zEBBt7Hfz*K6PDx1t^M?zW;9g8${#JGikcNKnV(3hzy#lmthBz`>VC|%e&hs%vgyR;&1i}ecJSZY0Y&vkL&JcjrOILT1ZW{Gl{DAuX^5sLNK>oce+Y*^J)H# zb)?*H0~`IP-2ay^4>X_yl%!R-VIWCV)-DIW;9Og8-94!Uh&*7~piF=xZv^al{=E6}0E@U* zqNRXu6-`&J&8<&H95|H$G%wkh z;&8BMbH|k8CwGI1giYG8apT6coGy9_hJkai=VDMNvu!qWtq|YXKkVk#fc;9)C4bv) zN!)}s(G9H4KQ$NBQslz)oCl!{W=kpqI^DZ%+l8;#a>X6UXFbP(qC-b;b9i|N7&^kV zy5zk%h`-aos$ z>mb+?)h*ZfiRZ@&n>vr^#JwRANV2yW0|+ssc+f59rSQR0aNNi(etmy)_swnAX=>Hv zz{E(nC^-cRn5j93WXY8t(E^V?-lsKpGrnVxReSyB(9bYjR^!JXBa_VYbDpF0xR7Rk zLJkmXUq|0k)dedOkqd$@`?F0ZbmESUnFsJ7j(;?HVQHgv_2%_UZ?2yZ&h{}YCo2c@eRF4LdnbN2 zHk)85>i;+)H>9EPE*pCj~+PJf| zZp&Tw7C%NolmX?|bsZ{y=j+!)oZsrI;H!u$p5*%9z(*$_Wuy%WQ9{do@XL!0MHB}M zMaldj4V8`Cw8)`}!wn%5X-DDyQak~tt)3*T#Gc>qgQ|+EDuL*AszChKH*Mo6$R9*Q zUejWw;lnS**{T2U5B~=<0HeA}C?NoQ94L!_3T#P@=?@7a0@o*Yolm_m*Bfk7tdP zR2H20L4(p0^zq}}uJ=r48;>ATuJ7Ds)vcBK{mrD1{Eey<>PMWuzCQnzYYTI8hKuI^ zp71CpHuj-r_ln&5@^G993Az;_K@xo5;QKF6yzvoVev^QSWPXobA26=HcP@({)}>u-lD8BvmeJ zYW1h9OoS3o6$vvkG7!AJ=e!#e744m!SZr);r$<};Wmcm-XSUO|e3_DwhWmd9;+QpJ z-oC|0WXY$>DJbAaMMcFisYj{ndIZJA5r$W~Zca+?E%n0Iq=|>#3JeT<`}VDUzx$>u z&hb+bQV|gmx)+~X-cpI#ySlcGj>c2^oeyZIBqVg^C}wW&>@@ZDMeQzji)>$sU4M(V z9qPRI*Mrr&?)AJ_edF5?1{?N)_;W=N7O`|M=GKZEmVSMaaVvD%o_*?hxGudlU5AB( zV>H(i>b>2B8TjUn@UM~w4<5WMF+|T-FE%|`9k!mT9`-&v$uF*dz{~sbj-L0sv9Xti zMn({~WTBy<->rYg@Vl(q&o-i5p02UY&Cjp=F3oPOU+zzh)-5($?o00Z#D(+d;C?cn z6CJ%=lK$oSiS_vR(25z~iQ3+G)X&U^^N3!(dbK`Xmq;$)`ZHIV9v7ooXx?KowfDQl zV2)mca4;U_(tCAXgO(72Bw-&C|Afb8-y9d86SL{|tPEyrRN7O)zD4hs61B!gTsua4 zK1R`2#^r?~CF~t_D>7e;?*WzgQ_B(FxZ}zpRFR_i3TiF4o1UL-s-0IvH^$2n9vPrI zE%kIN3j3ToYnEBIVp4h|p1fyN<@MO5N%gzr3&0RMFNu((PESwg6%e@gv%$}g+jg=e zJJmNVKcC67jsg=Cv$n3TcfxzGmuDzfIaoTDE@8AcSs>nVvCCnp=U$#lE~@IV(I0V z;C5-~>0^_VUwC@*TUc1|^77g*bP#y%|J_k2ndxr6w6+{6uwYduM7OiE+pEGO;SAxn z8CNK?R2?s~de$CAZZT1AQ#5z0HGsxn{{FJ&`y9@6k-jpf^sX6~ZPZB@H)`P<%uZc{D{wOB*DY%)f(NE{46G9rgw{=kJ1BIXMjc zuIn8k1k}g-gYph;Zf5Xlxa9nCJw38yWMojV`dfbsemYC`nyPjQjfgOYf6n*%MfTT! z$BqQK7#4xcX5f=R!0iE zznOGHMe_RGuz`t3(PGZYVKdITXMHRD4qJJSa;fPH2+fc4n$8XGmrTXJ+^npu`>Vs@ zx^Z9XG_l~D&=9^^jj}HFr^=g~Gt9R~SG46W*n2y0p4AJrmksjpHLy>Q z|G7@pat$3FeW1cl&$KVeqU5rdXU2HGEzCMUBGOXRq(K9^g_49@lqjKty(Sb^WVh=O=s2FTXZU z@-37*%(s>JUHR&IED}YL3$*1bXCGglZS@L8Y!UbSEw=WX!h11meh-1{Lnh+~W{uYs z6-U(3nG9j6qKSxAXMSYz7RS)apuUZZYk@2LDD1<}qE-GGR;?$ICt9b*wZyES0&#hH zW+#^-*vZy#j;tFNGxb7HiP>j-&ur?WP!7JLYOUqWa7IwD70$0$hmYKR292ic8KqAg z^+2vx1uN{(5)?h?2qY1dA}P_rrwsjeL=6WcTIOY%sMoIT?C;a?^M8WsT;B5%$$Du&RDKL-wmt0MpF^cOKHF;G^W0~U7rEeU zYHB(^Sx#O0&{osBr{}R#>fq|i?Iz{1nwuRG7G?++&Vg6teqTaWb$I-#U|#5L`dxVX z{OW30axyu*ST;rQo}Qi_WT|+*TA`Gb)YoGSm3nUv$!LmRQoGuwRgT1Det9sGi@>#nH^| zd-pmY_X{@nCh~-ahl>@DE}LH-?(RNdWxeTNS;-r|jA9o*!&(y`5rGScibeP2sd~w~ zlRCfmPM?$OWOpwIPaK(%;GIxpWNT;p?s$crov$7w3kj$Blat*=jaqky`oo@2f*!j< zl*hd?pBxVq2Qu^wo~1>o;%GF*ElV z;t$*)<({3J6V=zB6^b^pvI>VktxOGn^SRj@Djp|2SbXkTPcDPJ+E$r#S;UOz8cVtD z)N>UT!W!3&44HUVh&ITG0BBv1(I!0~*{!E*69O>tINZ1O;gc-JzEUBOq4(&~TgX6U z0~jgR>xT&I?|4UDQs%>fp*s?1XYQ+4b&B41L1fkX56UXW5q6<%L-0a?21A+rRcasTg)l*3wY zWUQyRp2y9JUlbm`%v9n{u?G5q9U>gKJr_h>#Eluuw6wAPbX%WI22)Q?qXn*nG}^gi zyk~Jk&*U`N`Ts=*dJIC?z}lwFdv93y=6bZj2<5%B$39jLhtJVel$xEQ=-B=tb_N<0 z?;m4h<`%=%s0j5Uv)Ebv)%OLZy$|%2Fd1tnCO-Yaq6!?g{{0PILeUX-@BJvCR})qp z#RX~9V>HW&`k0f8BAhS1Tk==m-UaUEj$D_%PQ{E1ZE-o(Pq_W`_48kwi-2(jk0zbs z7*(+a1O(2{&;JhR$G3jf6TL2tNR_ggP!m;@-C903G1Ao&^@|y_GAtl`53wBqV7GmI z69VYFVq$qR;d?*Q zd14oFe5^}rS?7#OAWBFvTCA5XpDGME90TCZ>({Seem8$7k-XHK_}FrY0gAzk&KO!O zEG!g#s3?#O=w4o4n%~Wzs;CV4M3+GUi;0Q(DCEWMvO1J58if7beBd?I%@}MV+31l; z+jQ+x(;Hk?BP{@3-`pT|JU`wcJJV|L6+%Hl;pO8SDAExyG-7EtN``lUUyc3#tyrkZ zRe!cA;G_YO9G0;S@i8{VN2jfUj z`urj>z@loQmX?>#hJs$8QThfN*WND~wgCWghZ_@Sigo}={~mY(3h#u6E8TYp-&CX`c*7VWK>FH@>GqY0f6GsZpAHT;+j1stQNY0M7+6MwTBozCD1l$YhB?=^48t_7?n(|T4A7wQIRZP#T3sUozk zsTb_syq8V+vOil6OZVkYL~FHP>Wtj_pFm7oQo(A*$myKZG4>+eIud$%`fwMFfF{E# z*#r*a&_O`+U4S^D@Ug>HefOyQ4?N{!yV~-*%2fLD9B9xDf5_uo#KdiY99{d}Nw}>$ zt}c&6blv};zrmyI8BYlLft}d|)z3j&)iQF~_-N(?hnCWmn0^T0XdXZ^0T7*!^QFsL~a<>^zf(ra?QnBSros23ryC>S72xv{_Z>r4y?R+wQ@VTi z?(y=zY||;$6$)R3?SY=4U$S}Vy?L~^lAX$7+H)6rVGGc|1THIL;82EuSkchYr(E4@u&*i#a<#Z?q{D^Xb!bad9*#uZs{3oTHt6eQm?T!w*uB7=K3Ozwa(A z<7c@J?NYx$SD_Y0dAw(8ENQa?^&95Ql&1Ex=ezXc1g2|-0W$Z_Fh`vBd-(jSGP5_t zY^>G{_Zs<+gvv9i-!rL~zjRyqMH{}@FLISsTz?vN@3AR9Az@%tgcGGB~Jp_*06 z`PQCi+(uxB9Tdi<@iHD-e*`JF_^;KIZ|hgWbcW(NnFjq?lUFr1TQy!UrpaC z&jRrJ3z&sde%gTfLQleDG>qvhf)D=w2(=<@ixOLiiD+-{I$ilM&)+-lqfSGAsIRX_ z(9qD>12{uPMWwJzg>V8P;?v%8|6qmPOmNhqL&fa}B9Pu_RwF;~>U3pHvtAvnJ-B<~ z!*b~7chi5HD4qs|P*iXSXpu&>^Fw5#10F4#Dx3^N29wUeIT+7u{JTX2xxfcVX9u9Z zP?fi8dZAPzA^hK|8Xkb!PgPab3N>2+Bq#9LrASNxLc5NKhgVx$>%LWY#GvtQL8qOo zHXcvp{Ozc&*9~=bbtH$8l*GWiNp_!#>J__D+rkM%E>~6XF`AR(uffl`E2OJmWI88z z5$bmD8>^S41icBxJ`8jbU{keR)LmVk4Has|gDwEVMigLDFR`n?7ydzl_CpE=!D*?4+CeLeQDpG*-#?XDZ*Lo=ofdy9VGsK$kv4QHQduA&_Kf z09624-va~D5;hA%Y5>MP)ow_2{sr~;?8x1};lc$cGIFJ;ZgW+*h(RjUn)w3WL=G{p;&Hx%)v+q-vfg z2{~QMR5aN*aNS?mA?FEx%*$OJs+GBFPQEzu4qsF-0(w-p&TXo<#EqiqQ>AWgzcp)4 znI$uy8@>_1anWAGAa+# z^1vi%P`x3cSU{eIyjE;13lwHFXZ{--R}Dmu08rFDGt42LliHA^e>m?E`0*M~0a^OL zC*Fo9(xj|uzt{8QyV=;r_3VUqL4YtqJKAY}oo7w@K)U&Au!(^q`7QF<6i+k}IHAOa z=l0H=y)UZv`(<({h7sG_axK&@Y&_B8_In=%@sN682xctW*SEl1(_Iq75ZVo{;WDTE zOB|ydSqAz_&6$O_690Yp9ccv4yQqFu_J%8;XiUbeC`#89Y3&1?rsbdyBiJvHoTMf6 zcCJp%q1dQ8VGu;xf|ejUau5GWafbC2^qib3raT0AFK#u8(tP%zb><)R`<<~^qQH0^ zap#E8@GzzIEsN7N94hR#;e7Rb?1pF%wPWMsbAW}Vq^=9NZE}uQY3&}4XxWtjIYW&) zi~=-2<-$7m|A}tys26FMJQvLP3%7{x;8dDvvA2uRuKg&RWaQ(df!+|SJ?1&AnT|yj zmH-IS;dt8sIA}lUKrexc04Z2LJvi%^U07HM3=V#VBBAk>rnIL(%Y*-r33(FUxpU_OtB$2&y6)FL zeF6$$I5Eq&oWWWTCt!=MfCnFHe50YFqCynt)O=u6&C|EDlZU4Op{w31L8^yJO1DbQ z`m+FrAX_Rii{|!Xyq;3JDEh1%&f+I7s~n9|I#*X$PV2F^fPR+8X5bUCu3vBL>G=!}tMqBqb#w#YE_`ZiS`5(-DxK&#bKr zJWd+wuP(hLqsTgC*y_YzzP!t%Ui29hGrrZ_ye=d@ftJ<-_$*g7pSaHJ$aK2agZKdX z;-k$e;Iw_id|BDq%Fwk(3N)H`=G#41zQq5XX%IO(+$hcA@w@ci_Y{IyG=_(@Yu(=! z>D2rJZ83_B?+4UIceuSRFJ=&>zLl10fQWW2JC{_zl^KAE(beUJyQe4e$>GG+-@kL# zAJ5?sGrw#ENEZ?nwNzL!%@NP0UHKM16NwORQBd@KmX1B14Z!;-;#c45Fzs`sqw9C! z@}s#K0J6v54RNZBu=Wpeai38wm6ViTQB=6>rK+0Mbmo;#86WH}(ORBX^bYUaCFaMs z?W^Gh*5;?29mk_aKD)l-4$=N4MbJa34m9VeZ0}i^Q!vqG)v5k|I_ zRaGOSqt#vbldDa-KX`50%{IQuQ_EK+Cnsmoh4^AjqobjjbeaG~AO|{DmPZxDjU{LU z%&QTkJaRX1algMj>J!)!w4b>;o4Ha+mdmcLsmTWl0cblpudTH;p_|8Ux&U?6uHnK| z*X`oeWq5j8_W~pU_~>Dey`@}#&&^3br(}3s?O=D8gH1h8Mfw6dAWPK6PCI2jC>VKp zd6ve;pRscuoA!Lo*-P6<5kES+_%?EICj9^kzCyO&0fw$`<2BB#om!o4It1g&o#G4< zT(vN{>+kO1THG_%k)d1D0xMlHhijxO3d^>asQx z3DX`xHPV1L#=e>0z;9?dIrr0#92UEX3=IuI*dF#-tJ`TKU7xCn2THA&C3|o06m;WH z06Y@4(tS@B?{vkp$wSa>)iglTBBj&t(e>Y@EUO^M3SS-@0r3L04kins2Wz9Z$!+*1 z)#^MCm_IZ(H(UHnd(~PE_2R7U+BPx{@7!qz`jVqt$6spNn*li-7!)++^uME2s2;|; zhai)>(MZ2|LHppr>vXZ;Pg)MiNlC{GvGO4yAzyjrE>7K2*!|)*#Q#uX=~E5u==Gzp zYIzVuZVe*F#!MA#yk$_$>R2DYzOL9|L2h00aOL$2={uayZO)ibh00}e@;wHEJs|}0z7M8?2d;z?GyD4 zKu$tzAM7@}`}QnmU*zWBzfvInvFKjOF{21yojW1NFVh~&FE4!7S$?pokwOZi4dUkdv9U4z%KoYAFhB%8 zKUV2L&7%3e(yVSd#VZOaUjM*hOB=RanX0L%D$r~2t-Uy$=t<&>1#ZLvlNCX}`2Pv3 zp=@LN{}-^vn0BlAFJQgt5JU6-A63h9Lm|&yu2GwBaTxr{CUaEH(V-SC+1t`C6wz=; z965;W;6X|Oz#DMyaRfpqnOk4)d36o*BfkqHTodCyP8_brc7Z$#Jg*ChVrx{7PjoPD3#=aVm3A%5;s%TX&*6oF2APIx4 zT%|AAd3oOe1CJExBxc5TgZK)702BB`?a{Os4B>W*=1HczgDHJGtcvU2fCL7Whnku? z;2P#l7`ZimWH;LN7T8&c(P|7*8QpZN-?^ygyk&zv=tOl>ZpAq1xBPe{u1Y2@E=ypC zmz@{8Q9f|srB~qt4i@~fCgJukvl0Jh1xLI8ctHxo} zhKp1&03gW0ID*gXa9wB3b!$2qG;t)JzdWAD+dGAXjDhJM4E%Q2$!7end_eb?0b~V0 z2j-Y(>9<%wp#8w2)fPs?lmp!n(%taaXK5IPJbHu=M0DDF?*$AmUo^kDfh71yVBmLk zN$ip>oA3h$fO1elLc+t1hVxYa9-IaX7el(SL-R-WR)8M8pSY+wIfn!%Wp(Z7Q?$eK zgwy(~DzpC|(k|_CDfh`n!mJ0G&@H^i+(@n+-d#RKHl8|7fF!TE-L2y(D+ZFzy&(5n zU$V17x|I&XCIVPd>dG550s~cdm@$NehI)K9&UpmGaU945pifV;yu754b@~wM^!=;%l%AJa4sXK z6EJU}o-OXcKpt^`7+D5 zbYA6vUuvu|x8)$;^NnX(xuI3eYh#|@ifEl|E>P~> z)kMn2{xtp)ugxAl`^3eD_e4eIR(ni-dhRcb#3<#e#h<90BMp9KKi&8=G@jEnc ztNg=5il(lO)jq`bZ}rno+g!f7mbTu#I54&{z$=hm8h>Sr6k4Tl^xqBSIuY%AvLIxL zQ)vVyq*lvt4+C}oOuU)+&A0LWJvAYyyxCCwBPfJUL&xNGTa^^BwQ40I;erBdYJ@h% z)lp|x-*a+b-j-I=ipj8UO^fE~}*-uXn^9D&^1_Pfil!5LFBVvpiw=K#1;a}-um{!3L3Z!l|KKLv@ zLju7>OwnHU{RRt$-j}U>rd(}b%4MDw2c}c(JjT#8{0B!$%F0NX3ZtM6vEi9&7bfaw zQN|#3SdV>u1tep<+(yRI(z3pF?4Ph{#G(t}y{lrL2m=Pse}>idOh8kDS=&niG6UKe z1TmG3DC3_^1H8shs%BF4WYW#!-3(ilVi#HMp{abSv1~rlT{{eG7>r=|fKf(2eX6%; zJgW{x-ld-3MQhsA03-&0@P5F_83*Hon-qfPigrH&u|T!@^Y?E^eEc11$%y+*Olu{E z-^j&}5B9yfaD!p#)8L!r*KgeDRYY!j?cul;vi()o)XZ;e*brO=bWt8IZ|mWe_5yRm z!p8nFJxu|!jAn&xaRJFmOLb{&AT?M%NTl#H6Bq}Zksx6 z2mv(#dNcx{6i>0TDv_${$)8|K9u z*kjk&_wvLHw3k+xvLUP9-_c@9c&g7|pULjI*6>`lLK4+{wJ*@{dy)l?irj*L)kcGK z=XJDcvO1LOy+7~_BIr+g_nsIyU3^aW4LaUZK}Rb!=_amr-C%Spqlk6JVKF@2FKoh_ zNvwatrg>Mg!Hz$M+z%Bo`b}NBcenLn&TB3)s5)R^07Wnh2>DQs!}1Q1gyQkv%;=tO z0A1ODT%#`vW&xEtI68iNdDL)q5q)*h&#CkStTf%>Z1qwz^**`a!~o+8az5yv$YZw) zVY>rkT%>M`08l9oVdJh18X{hOJ@i zV$A#V1?D_ z3AfGP<#VKIkES$hzuB!3#;RS}2$qN6km2!cdUQ-o;rsi}S+WVcFWW5!GSHz{*R@vr zRq&z$;Jh=GqZmLd^T8hEMr#`z6wngssi~Wjj2DBzNC5%`62MCcLI9x8PF6X6{_NETr2H1UK8}qtyslvVWK4&lMz4;LQ$x$Hiv77ZJ)zJB0EzQq2LpD-W3yKWosfL4S zNkB*_4gdi-#utd4C9TuB0cZy;py;IDv3%rEyQ0=)C)2lMIzMt(zMw@iHBvq_Q{2Yq z4R)`L2A>jDi;qdx)77%ct@gJGPA7-Hj|UwauG$|#lR zNF->zU*FiEJelMqc@d=*6TN$G`20CG!fK=-9XXvasklAZ&IJ(x)Evha_IuL<@Z* znK5RF@U)b={LGK0Z;S?h%$uWbIv*61ll3+65vYa9Uf=n-e{=RF#}QlMv}1$jMKVX7 z*sB!qz=41h1}RbsXpZd825gqWqq{H)BS0>-=fSG=M0q3>ctBe>8cU4Yb70O76QSkI zXkpL4eRxLz2Au`!vM6|mkoqJ0;3xXBv0LAdovrLrcrYBtBe9;q!Wt?q@q`sm=4&rC?}5Rx0S} z4^{IBAt4vxRcL5v3mTKHp#Wl3w(7aYzMY^V!hMD0F8+{rPVRg3=l|_ebasgGc$7pQgVoW4KpdBueTckCj>=DNB_5>33%6!h9A;UxT6R7Cmp&E zUyR5jT7S@h7GbQ)m$Kodjko9IK4b%PiLr7UQV??P^YJBs$q^au0C`gB+3)a#F)Cil6b8*LD4Fzwj9|L~14=8;Ey_ z7!fLpSO|eJ|EFa=TYfi%!nn8P%<#7`Fk*yWe?4$$n8*S!-NFa2G-`|Z1FHcdPG_MA zl_M~l2L%qXjw**dwC)q-lD9nuNxyuy;6Ma0FKs$s^FkZ#5d~&%OmlB(_X0p>@HhLdfyUMoNaK_g0$e zJ*hF*9!;u$BOZh_>Py`3)~YCadV{>ruFic@WTd0UzMqAB>DDuu`qtK>wUN8RU-a51Qdy-w$54XV+-4Lc=l+orymhWxupuuc=-HtDMVN%#2y zBA%7DbSG8Hdj0zlxh9s@8E%(q$WkL-7N3A>=D??P4-HkHG@5qnoV1tjLrrKbd|IdtjZ6t;I zRP>hcp=1QN27>1Nl4um~6My*Ul&V0Z_uocv)sf42B5sRvhnhe64Her6N~5_-g236M z@w6g+qiDJuoN{?Lv?puk&m?uYKcHGZN?Z<@WG$Lx9(wCf-;qeggf^ zJ0KN-{|BUT126|K@t2g8e7BpqESli490~y+A{fZ_SlVD>1XmoEp>Jdq0EES6{JX*C zWYt~D9gXFmKNTh?CwJ);s0z}4()%O(Ehsu^fE9_?X58m*Acwf%<{JZ$#?H>}yfHqk zZTsjhRK{!ITVEe93kR{~HVH`=D1SJogxGQM6}S7{3NacZ*D79?bCR{TQTVUDs~9UC zd81deQ34SW(r$mau7PxOfguY#sAOjSDZQifNCg-s%a38y06m}?aE=8yzDJ8^s=Q`5 zHX;iPH*_jS*ACphyq3?lm61vlH}?masDQil8Sp=Mz$hz_;P0+}u(kN)291HdqY6OR z1yF(|NIFBnFmyomejzKXVqQ1GGE;GWZm!1#IZGLC zZI$Tl=y1=Ohbo-w|0ymm&W&CbakyUpnSbJiTJi>6{tMDxWq4_%Wag>OhRdq^h8^;+ z<^E>=$PJ|s!&$ht)y`P@VI-lk6aj;qDi=v)-moRhWipSQ?ljsdCF~nxn(gmzi}eQx z7np_px7rRULk-^gpL}mAD*C$W5}Lyh>`Lz8;bC54Vj{3$tpiv^c*Sb9%i0k9m=C2p zucoGE92oZjfZ!vcOJH8ZeaQmLFB=@@C5aULK&9QQ2K1H7WjUlkPDVBaj3N&rNx^Qq z)`DQIK@T~_fY0>>lwN9)%zXIUib20mS}UTkGDOszDj6^Wu5>^r^dtN5UG?il3C!1N3dvv-ZEt zg+T*@H=ZlkM6J}~QHISoUfv~?NFT^IvG}=reZ$MfWHdgT-P9!3m9?#F0Gn!a8PsK5 zQf}PLfsiKsug7i>he<#(`=eK2S{WOAn@O$UK1h)AhaMpQL(`Se*S`-kgek~_NZ=CC zgm_|U$%t$Qurk(@l?0KJVo0)oqQ?3JusBk7@H^iL_DGh@G+63M0I%|Eh;P8Fbkkr= zZFH{j1bcU7WhFkG0Ra*Th9qKyhK2^xj0^L~IGF$96A>Xr1IMdt1P@Y)#&sJTE)Gc{ z-wk09#@97BH}`YxfG=fq`=8&kPkVW$b7o_A!o=+{5M1H&?PkG{>1vn~w#KhdLH;(|C%bax>o*Fjqd5*%+ob%RnK#wGLV5G=o|VrF!WkD(!i`;i7!y|T1FOG0RCg=oNGlD zaMfL#e*E^)GHrHs78h9${(qgn4F7intC+qV%^w8{Bahnh^X;DtsO-@H|wZaAmI z$jGP{H31h6TnIV3h72}>O+?y2e*XN~K0dQS+~@_WFp}%115Ji~n_XT8v3*bIrm8B- zt!0SvV5o13FiA>EPF{g=C#duEEG!%KXMFD4_W=U_fC>v!23Wff`Ty>O0|kWg`!HZn zhhgGhXMR9(kliK_EASsMw{(DQkiGVaw|DKyL}EpSTa<27Mf}y-jV*2{)BwPkb%Wm5 z)!n#;@yYYl)Rg2Sr6-|HV`&ceO+?&bLxfstsF96dl9k$5(;U%|Gq9%D*x}4>h(8no za6XXrf)oiJVZ@A#FmQhTFxu#zp1!PKge#qc1x5OekR+|n>xG`|V;I`6xx<)VB}e~s zf|!U%0+JvXCfBe;^RrC>-e(&Xc$0pR4loLbrTJ?ANAz%OrXO&j6Hz=q`WFQ{|3b~O z2Y_}#fBUEhBeQI~nfj$8pj41K1GT+yTqHCqijJ4}uK(<;{*NC&DjgTYs`|i!Xz$=a z_2|*p#{N!{H}xvP6QhxQA{1?DCC}9BZUg;(N0a0%(o;esr)1n&%X`HygWVA#9<1V{)LF79X0|B=}aE3yaX zcLV|{t-DCf-&&t8JbNB_EA$S)P^8=!(3eFI~A(Z3O(~Qxz z-ibo(s+ed%@FjhEA*g1L>24JS|}%gN;W)3^BWwckjZi8m2CJa44i`yvEJ$0E&+)kg-Hef@vL3&+1dCVtLSj zRCRQ8RAFEPH7jowM3dsIFJBVYc0!sP!9XlwGnDhr(#k5ox~eJ{0)A;1oZmSROL>Kb zg_>YqcY(AZK5IyXxzeX#n}HSQyzK1k@oE<W>Q?W;3{iQc+@220$H zc2Plx|3$LU$J1Yg%+2~X=t=xJP1bUxWm^JtI znrHpTBkbWUVA`mahljWjLWQXQ%u|F!-jB2X210?uP9f{PkV&xH=iT;zg1fm$$J8#I z2}Jd8YF?fFYksZq2f6`-Esjl{?~>!4=u)zA)9}0jO(t<9-B=)yMxevUa%{lP-vT@P z`*-H0KH-SAY>ekC;|O!R*0w_KH#>ugdH$zE7O-(x0 zpov0SCe-smKFX+r!%(Wf<>PysLWLj(CF4gJRJ$qXx>Kn%{yz#t(RuiV)Y1KqD^)(Q z3Wq9{vp&zYM7Y1Nl6#mvPv+rA+m7kechG>R`B<9@TL?h7(H*=`c52sm{@PyYPF)J! z{$NbjsLc>Ie|=-hDS?}X7@@$DM&or8S0Zxy#o_o7qLNtab>)RB0zEN?b?D<6F-hII zBi2qO9PE>pmHiAjAC7WOI_c_BwKOZLz6To&=uWQ_6G_3x#J5V=x^|TL3v9|e#uh)n z;@$}8{$_SWD;K0^w6R+1{Fg9dPUHR1U*1ET8$alJiBn^E9P&1UsaV9|jHhGM#02S+ zrME;6qN}Q^68sv(<$l4*SBV4CmeYm@e+Nvk5H72pr6%o9D(}hnJPe{FwP_llBEMrN zBo=+p(kADLjsq?YjB8K{MsA9QJZNfb!zetQ9?j11yznLbh05S)PO9|oQ`vKe^}j?n zDZ`BRvKTbW^PVJRr;j_C@Rsdz0QCyMPRa zTE6mk9w*`bt_d?09~Gv~ecR3c7-vb#>q88H4G~RYa@eU~y{REg03lGWXWU;TgK!^Z zY*O~wSQ+x8<_hS4=gl4&cUw{W#A)=xl^z+q^dXa|#BN`PE${BBiAmOeC-!F(p6UIy zDD;R$712StguVJDB0!8h-Y1 zuZM0VTBvJy+t@1bpKtLQ4OW_aS~}Zs`seIx2$?&n3o6H4P6=KT^hw&vIZD*8{ia1Q zo{StA4_ODO8WO>~w**L|GEj7MO81i*ksz|v8aq?hAH{Q-m&dEOvCUPXkcLiC$Q_&I z^9ehXsE@9fsa5`4D1&~OW+Ao@1==W*+oOBzEZPceF! zckRD@e5ak>Dn`mta8p<~%h+zX>oFN0S+L>q>+)$FggGbU7c1@ApRMC@z9rQBW?oir zn2;~>dW)tY$SEK|Zdd1I7BwrKYK{2>8ZDU+N)Dkr!HYwaLvNoEMs{TBnri|hbF^_| z+NU@ct54($#bpF!W0V0Ir4mQ``cBCsI<6%?N_QXbtc+kQBgKFtDp*>Y@^b#RdarDv z?bvA9LjO;BHj09bC`dK8sbA;*yeY9Xrks=QT>st2rG>YOk@4Xe16TB|{vv=uZ<@&e z#g+Is7a77Z$?&312B+j%)0&R4@&u=?;F$09Nyj3tlU8oX*1L4-Zag1Tz=#E6VpS~b?y&0m2 z{E{%9jGFVB+aP|57iU{<@gLVs#dcBN5LG11Z~eDi0>~wh$W;7z?BKMw8+^Mw=Do=i zhn=Td`N0-n*m1O6DE)dXrAJs2NaT>&p@iH%tu<~U^YNZL{(A&ifqg>Q{^hoM_V$>K z!Uu?ZW_VwH94m+C{%i8yYNSjUgePKQpqs*Bf%))Z0)r=}^NlwNqZKRVu{wGw3*!li z#x2^*ZA;W@A!^7~u7GHC{G#haS?!vS(KyUx;r-Z&67k8BiXlZ6!JvAI;X*=TG-D;h zyR(an6nQRox$;}#=({MP8!VZ&m!F|BcxazlEXAKydeRa}45V3|^6Rf2@5r8A``oH6 z*4ri7%Yk2G9!o@xjL0xJ`XEuHTD0DmmR^P;CEaQKi$06}3X;(rRp4zdQ}eIXafe+M z4O^4(xq)1Q`plFH-9~twI6FO7TF33JD65FlQVM?$rzm^Db!w@s=*`6 z-`_JCvopKW%LcWeaX>wL312I)5UQjbReMlw5yqRTxahZKEv~9cNb1GOPdeV86W%8m z-jrj|-}AU7m{ybLUlBxp7r{aTLFVfGve~Bxw%toO1v)+>+Dp0vp=Q%J5E8AKLtG<~ ze7OEpECJs`?&h~3Hgt?8ktSpDjhE+ zr2CnS%dMaNnpW06_C!xpx(Md^$v>{a=8nADyYGmfyvycyDH4q}>q5cz5PnBlFJR6( zD1I4PA&<+i!yR?Ucdn~T2P}LKz{1BaV)s?81GzLM@Le4p%3&Fg7WYObQx4r$<8-v^ zVzB)WSDI#D-fAr*tLCrU@hQV0(IQP+Q_E6`Z&Qmvx*!;IAsRi3Oj+14aAC~l=!lW( z{hb^ku@&;7J$GzBDKg8M#kx*L!D7{(tXeR-u%hNaRV9oF_OSj~UsQST>!Wn1X!~OY zG6YF9HUt0QsneQK!r&i#9042p1I;(X|0-S>Df0OYi;Eos^Rg8#szhzI^%R+kWjRjv zn;y5=KBx88_nnqJlXZ!dze(BY1a}1`7$kK?P7`hOF6*jEwwX@p$}WJbl#6j{_@59Dt>dAC(tn|wTj`J$)WF6t7#vb@tH1mKOS?j;CTV($ge3@rlc>U@O7V~^le zC{TaehYzt}mSYvXC*Ix1{j0!%!Jxee@yJEf>P>?ZCBjIQQzKjtO^goF(6b(>+>5b) zUPlm?@z#Tjpe{SHO!N*cTuaA+K zU2{X3M2!j$Z#L%?9_nstqH1U+P#d~m$t?C}7~?)1H(<{kbvio>E;m(=`^AM~@6;fj zoaR^g&6{3beM_RZhit17Lzk_!KFG!(ZD$PD%x3~0_+8?+_%|Sh0j0pO;5`q z&da!8FLukJq%n|KYt~-l7eGYNtN;1kNKvz^%TUhk?usorU{Oe1fsB*5g*BGh47pEl zDf_#KvR6jU_z)>y$j1DRB_^j{=n>+!U(t9?;3`XC;zdN##d?cHt2gheg+bL6SEL@b zTR~?on1w0HuazoB1ms)W**tebH|KDw*h8~bGSP9DqT=H)jou@Biy0TIKt^PdkVYRt z{g{%{2jXWhn5wEA7qKNX2Qtoq;i3~rro`CcN3(G+(a8@dyntjxFpVB&dEkg3hKAOR zFNM*5#iG1C(^AfuPc=PmDj(zj{nmGfvHZ)F;&(@xm(c4oV_});{C&<27s0BL1*18T z`O+D}Bu)acZeu@)5TvC{n?x$=nR+^SPlCd1*T;F#o;@4vx&Njk*|^w?(!W5K+$r0& zxx$B>#7({O_=2&vnlrs;7XLrnxE=HF{Xx}48ufvZ-f8)R9q8@v*lw=kQNAJSx>1YP zxUIg*?lPWS6;N948@dx{!Q43(POHJ6FT_G3>2GN%RJ8j$oOhIwObi2#lDa!~9Mm9E zQJ9spaN+A?&|P>HubXpX>-k+VySnltOnuzml22szE>=rYD@=N$d@b!4&*!mc%;Q9) zkdw~cRVbPb_}5eXQDqR>FB01XwrZP$aPDBQzRkejK5{er@vOI}ySVoIn>fP3i2GrY z>jG=hb6V|MQ?x#kByEfy!))8j@IBE8Wi1ULbf;F^%?EnS+ z5LX|*V*mshQxHYnHqek(*Vosnz)X!&hw?IlB<_-`3V*(ige25 zqJmsj>n#bf+FBLSJxrlF_cX-)_UJiEA|ao4^wB>c^OApQQ24&`5gNg~9Tx7tGPj3Q>$end^3y-~<2SXs`` zlf(@sPA?p|*E)jbpZJca(wj5Lvj0qz#T0p`!P*T^)fF(uVWb?ugoRT3vjW4fI9&gP zGFwVk%IrAY>e%Up9VZDoV3_>TQEi^hmk%0TW+cFW7r;HHe0fivNfOGLDB(@GPj0J` z^`bRpWo589u;e@vr%GeM*7GI*QC}Bd<$Xe@RiQnbSbVrMPI|*}NT_7tfwW?09HUcm zYn|K9?qxZz*KbFU%b7THrEBesCWZDG(8gP03ma`w>?X=Liq@hjMfxCVD?JY^p9a3m z{*1-vXEWjXN^av$dY-;frorCftD%BL6GeJ~6Oxk0(=EMxZ%zhlW)JkPp6@Z=wU-~2<->15ed_>Rr#g$w+e`ZB_^qzoefJ9Y!(<4H8 zKg6U^?8=xOP9l$cdbPWP$u9-zOW2!`8iucEKjA#;+~VeDA6R-?)%AQ@!JkE8p$BRn z7<(RqwfZf14Ss$zk>PjSM2#duWi91_==m6zOh6LZm@J zy1TnW=~fVsE~UG>yBq25?uNI{egARq8*jYvJ~;e#SbML%=9+W%K`rR0kD`uoflmLfdmZn0?BuOoua*ORXyLc z)gr4ShKP&5s5&GOiOD0|v|Hz`b-I-6IQnuc;!RjT$yE{H2x&*)JN|ibBRFS z09{uIhyf)C$54KP7L;kU-tz-6;yd&nGMNa`?g0bkcUBfQ3CTdKFA^{*$pFjQ*FyOCt5Z;orfp=&_v9$36DG~a;$HIueaGkbRyxW%M; zUd~XWKO@D*7qhWp0?`>L=}Upo2ehZT?beZjQ4wIlgx&%+{HAgj)HP%M$m!;w%)J*l z*icfoH@sv0gQsm&@XOX!?LGzGdV|&3d6ZD z_6G+upC>&TP~^Pb5>)+IS*+DsR1ii0O8$)Nw#NWg}0t0b;WWWZwhR`a$mY4il_TaYJm@EUD_%W$~O_$kHh%f5eN0S|&0zrY+c1 zCF11t+ehdm44&A@x@E>~J?n@i+}ol5-6~KQc)SJ&&Ce0<3oIbZ-S91>Y87V#AsJ*M zUnTP4?&=IM6-V<`7y-8qw6-ct5W*rO0gwI#1dyDolVjbsLL?=w5V zDFGes{(MDjOp2Ey(I7`Y?dvy(aj{(IF@tx-#xgM*RjhEc5Eh`a-$DKuEZ%7Mti6iy z*!{|K^>JP{UMt+N30fz0YBdSKaRGD*G(pMh9--a>fCi#Z+Hb-Z_2b8TK*KL7E!71~ zn$0pGa=-y7JJ>e}P%r_`2UJ63pZtG%edwB-o0GY1UP|INfXaP)e44ERkc#m=-5F`P zZ-xq8JJaDghP_~+>6|gA?L(yMJ>RR8wPta3YG`C%m53@vSq26!Cm&H3=73;Aj`bUm zWJQ2O_8b5$Kz;|-0mY)u59SDfv^fBSv=7K3po}2kGh}eQ+zO9`G+v_n0Rkm61B?>9 z*exJT1c^Wj&{`Q6_wx@Q3yv>x27e*cvG&X|;Q8_b+!w|eMpc~1)u}80?qy$Aycoy18HvuM%sdNP3 zbu>aIpZ`q|fPz8*Apr>u$3NC0CTzq2Q5FMQY|tqGN4j`WsYVYqFaw@pVBu@q+dTk2 zy#b6@vIi=EB`&VNB|7p137i@bJ zv_eC zxa#x+vT2{MX{f9>5PqW9o@L2zQV-!<7TQxRd68Ds7bi7}h|!@(K!1Xvti1AF>U2W6 zE?&;#1U+n?R%YKi#oyZ+bvh5Q+XzxcO9)(86<9YL3s3Cnmi3T`3-Pr%NacpHMx*JjkeyyLKT?KSx-DG_a5n-y2u4tkre}}R-m_KX;L*i*U7_+i z`LDE3>98%D&MRB&m+o*OWD{QymJ|_1q+|^V$n#p2R4kE&J?$b#dEKbBruab1hZayh ziwXy0JKZ-`ykKC+>Np(6%f7KV9jc$YICjoD%FEg&b^KiPymO{9uBPD#F)t6hTnCOu zJLUb@<2V9Q6ZALIpuZtDX+|B-`owMJyqSF8i}9%8wOiyUIZf9pS)Q?TGp5~ex~AI4 zasEPh2B^kfm4#Kl{9)uksfPl6=Y5As zxMCGUh_dg}9KS93M7Too3)O!z%nTv$i+@3kvYM}H1vMoU$O7TvZBToN-Y0onBd@uX zTiF=I<|I7n-Ji_ZO4^D0jHvOJzQZOVor2+*E4u> zf7Yze#gkp?)&Ud25C;45z~f!Fc9P7engL4ioo1NOmV8YEUVc4*HxH~Kje&b0f^Cln z4V;9)O`ELNAIpC2kDvM=IvqW?9+#qf^;1epG413-*&%bnk4Z}*(KRwq=`xj8hMcFX?Z#Ci%k{qL}#X~;`wwn<3WL6GR8-L z>kY|*n?kBt;>zPE112@3IoMEWCDg;nLSV!25yx)jbmh8G>du2x$4$&;BVm!v;`3BS zgc;lShbwWyVQaXTbc+2^ycwO>Rr=VnrjHkg05`a%WQnqL*t$#R~T)^WxefLduwiVVZa#K)bJRHB9F8Wit zlll=GhjsgQUXR1#P@YwmVefUQ6$I@Ks~+#2IapK&wFj=&fE-_wmvOV$ z`*!uv%DO1q#B!vPRQB>Vm@v~xH*+{^u0?5^)b}fo$v$8YzU85>T0B(dc>%qvPI@$2 zGXB~+RT=J_l6}tEMr_GFHb38uwNEn7jY(@({AN`1WOwmr z$Wfz@{a^@!=Q9w&M2bL*D};JjA>y6(Bb+4+iwFvF=CeMuVQUX7a;s82bdii>t*!L&KvKpGw)%Kj$VR}72F$Ts@ z##LB_WSVm*CU2{m3Ymvw)K~Q^E zcD1!!L|XmRYEg8Ot1}0p1T09C`O;4-ae}b?-?xhys$RRRxH+nS0;VXUsF7=cmm11A z_vKs;8szDhDAe=2UF_IH5P6zP5P0vUMm?*&ucecBK{0EHo5-8bqZfrVLazw&D4MVMV{U z!kbr)W(};lR)e9&$WO(JTX`OL?d6*rMB`VdCmoi~60mp`;o9%-&UHXh!d56K1}F>% zs7pyhOU=CYtc$0Y#mua9PqISLtQKlWd&0|Re&2Q$z{I;FLxeLeud}TgMM5v6NcR%B}+p*xV-38RS_47rmu@g z`6d!=O<0Ox(g>};W~7<0{Un;e4^Mo-Fxj8RxTBV~_0La)0|aqZK&-t$}Z6 zjnw&o5H{^3CrEnQT8=MYZ~TN6w>t_l|7pNr=WhCXE0hpT)fq8f8C^_aSZnAh8axig zBNT!qTfSgM|8=e^d3H*m=zR8AGw3V}yU?dM{@~7bxB)X>VH4_pu-X+bf-%TF%t%^g zOE)_4;revGnd{=#Swpo}Ju4FUr~Gp?J^Y0U@A`@GNa7aO`tSrm_q&uiTCy03;zNtu^K(x}yo7zKSWhFW zdI|AQP9}0#>EPDEGJ<}1LARHvdZ1$6cF59B1sLdf{vC^gBCGv`5-x&f;o)}51H6M1 zX1#1aXa)3Y3A!Bp?I}v1rC6u-#YMKL zu`KUbu1#x4RIjs^Dx0Q?pL1w7BZ`j~YQe^I(M{4Dg%`-3b?-v^zTx zsOYuA>XFrWSfkn8v$K^najRKGu`txH7JhhUP~^$PE4Ei5+@ zcypalQ|NVt!r8@wr)&U#8m~``$OF06L0zD5rN6nJR53Hq591E&JEJpCQ0oU2k}z&$kjE>9|J=O?gt)H zw@1I^zSaMr+A@ov4oyP>OvCF+E-6eayE>r z>&BS{y{hNXYfm2Fj3Q*?dzAwz)4|hXf|gpG`nOt$mzu4G>Z;BQVx^@Yrp-v|jJ4px zbGNMHLsV>Snh;tJQ&(qfOP*1auJXGN8Z#EiJLe20WrR6ttGrD7wlEQ$19w=l06AuViPyBA(J>h+CA0$47C3nWM7Mlnds7C8u0>=`y8p2_#!ZOxe-o0PThrOKuEeCMkseEJcrGY%TUV$Kd$ca z#tmAWhG0lQ{ApkQ>E}9|7JS&AEhL8IJ;M?B+a~!zB|63HY3mAi_^pY@3rHHO7f~k& zKUe8xk837Vo{6G*6&vOLaUZ7b9S60DSU}5B1Oo_37~#gdU34KuRCCUsjt%@~;@4s3w|q49$}?q?*)29`iGg!RE9si6UM{eM6!QI;c)eD--y7hbD@;jCPK zGxzv22H_j|XQ(FgWo z8J}Y6*S&mp@J~U71R067_Gy~dz+K`kkC?Eui_$$}$kO;j7{L&crla@dt3@PRRuX9$w15Q33>fhw!^mFgdH2VkByW)n zGELInhwA6ZOfz-4rJbN;7|gl-y>Y`nI}`j#G~2W+3+4%Q;JmkjK|S%y#g~h6+-nx9 zl||J7mQ7y!AOGI)z6=VWwFgNmzVK5s?|Y!&yZwpqZ3SO zpVld#CnX-U64|2MctwCyQXmOpc#05kjy4{e=cWxo952q*^J?VTRRp>?m*I3xK>T|= z{9@sD@3*S-@HCxA*cKaovZoU~75dUjGo5*44-dvPR)K z7pm>NLKH+qEa&QgdVg!n*sXXpBY%?AvzVLqk9p$WgoRB&+|ph0 zvq=U!*C+H%CmyLVV{^U~%b=tD;VnYWk?$$-cH#Bg~1Fx=5 z&oO&DUmSM~Fi!fZH${deJACMx<;-c$@GXloK3$V@72)!RSJgk>JqWMdx4sLV>I}Pv zZ@ZPHFlt4VfcMAB2!g&2VL+h?K+A96Jb(kciN~wSDK(5>CN~0nWkyZdpsH-}JnB-E zz(bvDC^=L}y%FbD;B54>S;S$kS3^lIW}yIvu(2^Q)~(S1JqXjlS=4x-yYYNn4V(Gnu4H2SPkZ_im+?%Qc;tuyUj~i2E*D^FDraTlbURUO|d|NcazpF(b zI)JhLBwu)vbPxRJ$)F4q6CMVvK*V?tzI)cPnea;^!#en3h!8tr>BU`Vo=WLo?Y>}IfbS$k0p2Dp)%q=cwU0mT#H{nN@l{iLg@tBogVjpg z4JLay$uA@9TGo`b=b6tCDG9@~wvdODdBtZh(1cS3JH|K}vF(ooT-EiB@PDK}3kbwKkz{LpPRF{qJx5@k%?<)&35`cC-@wXr*N}9- zr%0U-ncx4lfujpJSTowEFDjb-uo)vVQD9*u+L2~bd1K=Qj?F1B!57AbAr5crr`#>o zKf(f|MFMl}Kgv9jy+Q<_>h9My6y?3;-tV^kJ11jmpIlzsaj`|k!ju8zrNXuDR z((>-l)LQ|o;?-Wjy2BC;YHsHBe&7#xXWQK%eAP8PeAGnm103r!~@;_;-Ep>%x>RcL;edz18$Lwwi?NR@s0gTk9@%-Pf4vIj~Tm`3_wkGYpIpa7n-* zmL4))?~8jOq>zzWdkDO04(DLGfUXv|x@_5m*hej&eJrh$Il#Lls7_kuy9c-b1|#W8 zcfgApr_C(ax&HJ$310X3@}ogYUG*=I$pzrlb-#kH7|j3h#Z~T9zfF!9}Bvg=^sA>vpfYZfsNn zLmO+Yt*x!TFzeaTG9?5cM1oq@1E0M%ASD65JZflo_K9w+Df|3_wnkfTg`K-?SKN3u z`1iM;lSnjV~_QW(}W;#zOuExI%^`tsP@1B|?y*p)DD#2>w0be7EPEili zN8Hz-0&KdqV@#Evl@RMnrcj6aIQ)J?e?q%+EO*Bo`6B4{$ydrZudSd-iHI#tunzIV zM;WJ$dNpr(V>yHrS5Aod@RK!ZLrm+*`_$;6Q$#P1$w}eMN4+5UxM`7 zyTtm{tvU6kAJf@fvyxmNGW@%9Rqkl;8MrQ6FkaxVArepWt|8_zd90WY9coBy7Q+Rl zvZ91j#4l(k>jpd#b3|aSDeJwSo;sxDeSlR5jbZy`SZ;_8h7Cdgj#ql{xV=h1b=vt(b4zOVA*@)N)Ls=~TOY zN0Gth3iG{6Tkx2t`sQD8vHkG+eN}L}wCH}KEdRfZTRdkoWPoBENIZZ70uD&$p{;)) zUlC0PW+yxj+djZ9709~vfX4(7$rG&SBJ1LTGu6^s3FWQSUDS+A=x;@YvRN_3MZUJ6 zrl+UtcDf?v#PSc#(_qJYf6T`jA3!G5qd0w<)bEX;%1kyCc^F*t@!MxDw7lbEwaxG{G7j$TADlhs6u z)wiZ6R~ z7Blos0Tu?EK^P|U2gs}`>asUAH8srgp;g@<2hf@?D=RZu zsH?1%0i=!Niwi@55<{RPX42AL0-t6qY;0iw@_`n1&7Lg)DnH7|RJowYfBri+cl>yr zwa?A;6RiB#wDm1bRKSH1>&gSYi~F5`&3wxo?ljAGiYxlYQ#ZyrnoW9laX8`S176BO zV|cp0*ZXLfq0cJvP!0Gk*#j--r9a8pvu=iYk?S1mn$iv0yjB2<1kJxWM*;5024FA{ z8<^GsG&~S20)jv=rD$+)Frx^_U4d=FCeM@1qZM?jK_U=j0ttqh7x4TzEV}Tc9k|bT zDe*9r^-`Vix7(0f3M&WS2Dc@qqxoY{coEskN;VH<8iMLXHKPkPk57k1rM6-cJWjBAT!7;c#TbL@GowC%khYo&ZU;ms}%tWklh0kA({ z1-u3J;;YNc*Q~739UUT}w_q3p(A_5P-B+s|A8gDyKK29aBEYiIO@#jDRm&?3_!*2Pe`qj~*9k_sBWedkc^78tC={eNG z1xUX#fD01-1~3BvMuY*tSSevT`Tw5p5C({gzxIIV4-8l>p=uxu03R8a_KjKG4jggzChUndFbzf}qILy9F(ik&YFyzb>xc7g3fT5Eq zxwgFj(a2e#HDok9h&MrJadYzr@|cYF>TQ6p$l#aQ`e<;o>-`4d3&hj)IBl;LsIk$^ zOgtb60O=>-JK;kBoeerT2S~I^fL$%Hlj;G9Hwp#@)QlQZVL2Du(jo+%dIcopP@i4E ztP_9+=c%cwglw7)oP0pgbJ`~ws35XDp*6)65)1gsn0=5gGZJ}!-cC_gMphghkY#7j zhL_6BILB)=ay|nWc56dXn6l&_ZT^hrsixzi{LLnh>U8udPka~Y`R=V$geP&ifrcyy zV~N7tXakJ_-+lqh?wj}LfI92aT9K0iySeJOz%r9iLnf$w0VFO$0x`ZgX{x%llK zV&R!o*5Rl+NbjyXnI0Pl_vdX#^*j^5hlHj6{i#-Yv{<|Qexl+9VVklJR}(CYmD*3D zq_<_ayn=0*Ds3hs8I_}QnJV1GO=<{h>HHe1l`q2Hz87rv4X-bE<<%F%2l5GrqKHU5 zpy{`X-m9kaseJ_==^e1_1?nB>7YXpca@xIFexIu@LEq-)JN_!KmZowmU1aUhm2K=A z(;43$W!A}~iuY8d{O<8ALaV{E2W=ezkAD%CmOmJ41P&FT`t#%9ao*$7S> zpZJxfz{nVhqNOOvW{8K6Uk$HsYY)g`;sF#4M(nZbM=0lyRC{AtH_s6+ofbt_T2Gp^ z5SAje|DeuMkyZcsP`b=5bHHd>I#gT1f1#ZxGX8{+F-n`0_X!%8FP_fORql52Nb>t! zQiO4701@nWqmMt9EJva8hh`XdZrn?3MFDG3FfIcEK!DT_k@7U#NQ*9({Bex@w+7}0w7f>d6Tn%~|dDTX)ucMv0fjZGQ zaLQ;vz18K8Yrz=vD*Lsjm~>-AmV@+oS)QGjKHn|>Q+t;Ssqa$x&qH2#QFAz-(HuL2 zMeetPYhjXj{l++y0;(TD67csXHsdr9uJppSL46A3^>G@_e-Px5<$-hCdBcO1ew$4A za-lQv%KC34DShOj+ryXdVU}2(1`zcamVn*hp^PoPzRY6_+vm^zv$;R*B7ckY8hkQy z{&4L9zyuYhgAEHeaOq&xi)!^$dT6~A{9w_E9n%Qt5o9ffIaa-Bc<$5^v78@!fuFmABLrM>G0nr4t=TqmP||j{XVx> zezZyd=H5Z`wb-eB14Qoe4{N#rtRL93v|wu(VGJ6z=J>7f2fLOhfcfNAh%ax*7vGZ1;I&k8fzEwnbVS->(*)7B_)Gxxps(tS@-mb?PXGPipK)K1 zR(g4p7y1qmQvsX#X=@3Hy{LeY@OpT@io(rpz9%&DDJULMeIpJRt|o(NxNu^E`RY2o z8e4fG8AhY5R!~p4GPt4%lfmwh%DB5(T7_%FAhhRW2idd!?;xG8!o!A{z63WU%%z*y0!u2 z?G6_!`v_IBG3yySk5obN%g>qprvg8V+_Q0d3Tvpaok`lc(@10{9|rc6ls4A;S$kwY z{Q-aXr+Y1Bh%#9z{;CA^f6o@#(c$2AyMndkS)RH#ZKe8?-Ap5vbMaZ0<;TwM1oP{q ziE{%0lIrl4K4V`IjO-|KxuWh=|I5#Zc* zHj_=y5&3v2YtgvyX0+h-ZPZx#7i9DQ0^Kt)0JBmzr!M!Kx^vs#)``YPM&h(<=MFFH zRs!Gp{)^IyFkHaD0^u%EKkK>Ax`=q&rSi((raUSQM>wHOrJVVpzyyAeWA7?9r$Y>9 zz2+3DFU@b#^8Uu0{l1mewMEw4b`J{DY)=`FbZr=fK-@#J#&g$B(oc1j+lkp;D%ZQuef(@OR07y(`)TaDSww& z!`CNW{zY6hOGK|;-$=cCb0@RBSb*=ead>XT@!Qz0V48-o9Ib{EHKUEU(VjFP=-&Q) zWaPcjppVOm@pspb?|*fsjX?lresUV*=5Rz5l$?A>=I+7<64@|<%MA1y){hmVI_tOO z<+inTK?N4P`>A)3LTyU>n^eXl8asPFcDGxF%xp%j_eEf&Xt-r}P*Mf5Pt-wb#{Hfq zeT1RZu!w&4aCD77mUGXAI(Cc356tgavJt?+?m5pEvfvPph*X$i;Pc3+OEfZt#B|1~ zbg7y98_mIcOWNJ=GsyPc7#4xqaIgVu6iBVo069Jk-O?5$ZrhYIWI`sbccT)=9!S%-_ug(=;*q%UzgK(z=qWHyB)nA6gnB}SN-j$8WaZ_F>gDFWjYqwEZx`me5JTt;l7(0Ia@1D$ z-m-c=aaWbhn0(0BUrYQ*508a-S}u1VD^b>m5pcjf6d%jRQG5yv;<(+@9kfB_xdV|zqNZ) z#N&&JQSy;2vr7Bxx=0@fUEomfVuJwC+{vIN8-)m#@J(i64xiQd)As%QO$D`4vyQjq z2@W5RV4gidO~G-$NWlA8&-_cFrcctUR*KsK_j6NqcQG< z6*}xloL&F;8CC}E_kUBQXT><(#Y}hI?e|UF@NeG4vU=Cl{2j|wc?pL!o#B-1VS?8{ z6iK0%|Awf+ZuihJsjqAgQ&xt&@Z)@E)cm24-ceDuS@+my^plqMH_xkYV@fXSSPylb z?B0sIdp{Gy<6Tnt{B#n|7pWc8Ci8EMq`kLV9MIWWwE;r)fl$am$TbclY0%YqPT!S_o@# z+HWj#B;us?QQs1mv7(7s)wLBapyqx)Wn3-(++lq_XYy&0=!4D1@k5d(LFiMt01)-C z;iP-Fgd>Z3kZ`%M@?;Ww<4Pi9+Tp*WMTh}vKiaFZd4Hn zXOX4XSJ70je{a!R&kn>9+#-$M+~m0~+OBglv@_q(nd-4{RIgJi{ z#EA{@{GvfL;XvHsRqv0rDquEwnWb!LEf7B+#hyP@w!Ecpu}El|;_WgwWm07szBxGk zv#B0%lEmFtWB zCA=}KG%mL<1;h8Aw7VB)n}#2%Vz=!VlXz8Af})$|YgV7pqRlOa*tJqi-?0$ZxV}nA z6d%$(+VXcFPr$$9e9pz3`?dz@*+BysboF2Ebdm+4;-!Ys3Zw2jZKsgm zzr#oz0rPvTT*a~O3hlQ=?fnyPIx$P{qd9DsWMIp8*J+;M>Ez&$Gm|!;|(uM_k=wpJn?5HAjk6vYU4#lVcZZ$Cd5RXoa%x* zQKzAVK*0{f7S5*&u`?SHuo}LwO0107)jaH{W%$T0VBc%IJCkWEIUaf5+Xqn57zo76 z8nJ*|54lG!Qy3u~+_i;`yOXnK7hjdtJ7q3sFLxR%%u>yA>8q4X-3v7eLvrZx5#o)J zsi+Jv;B3zNw`+N`;4rwQ>|ZlHJ(13aX;{!QY%g_V08cDzBz`K!Mbp4XWH4> z@AD*Wzwab}?i;tmqYNvw+aIZqj7nJ4En3`#qsQ|7L>+edR}T!8AEC7Uxa#7qI*hdi zPv^>qO3JCd3pFbZ;=#B>Dc#Af)$R+;j!gMa>1uQ(pUFBDT#=RHP-D~O`<kw>VkA$%?j>Y>W#fH*1sZpy_&-WJQ9p)SOV&|HF zb%ey&y14OdO01&hel7oE7NN^+k1RQTK&Kr z%6&Cl5p%G&ooQ>#oFc}=5N}wWdTRU_H+8@bp?Yi%Jdq+w8JHd8Y|(M&ENb<#ir`MD}01Ly5dnOgnil(4%y^xSZM;o_b4^L|TbD%-P=zriTJpVE2q z&uPQPF)6De% zwf+Rzj&d{LWrj8KtIYtN`!)VIPe;?HbI#8SwZv~l75gj5Y17WTy}PJe0!xY+y1jRj zFuI5_((}q5 z0>y9m<74pkte%tJ*SzS~2Z%2(1&>;tKqRHjsr+uf*JcWWN=E< z>7Qf$?6NvU=95uXA1yYIn||t@O=CX)wJkbv@!rqqHr=`Mu=>%uKIdjl5E691X$fDX zrceRWf9d|Rt^NWmir-D7~t@z@cONuBjoTmX|!icJgbotIU%G!-zVbul0Ay3=p z9ZoHm&oP@y!$skFjMDSljTcNJ@H2fE)73wmpI9L-#$7m1OPGH>WvoT{8N9SuR4Z$! z{@br$ol@EelA?`9=TH}CdkVabgUr}OqP^}uCEJ2~4Zdl5H1Xopztfd(4BuD&)XnXE zKe?%s%a8J)8TZb*HHOvy>*tsN1x(o;%EJZluB*AG@qkeDq%-eaF(vc=M;H z-*VmeD%90m@;QwxTZG!su*ve~M(KPROT?el@Ye2brdIaGmsnFNLX#;ah;2;~lCeuQ zEAP$D7?FL{Q2R1ECl!aU60F6Y-=`JMD-P>O!%m++p1k3h5d@*w$|qJA6+5W2em;bC-Zj z>PD(4$9&MpOeJvffi0!|{gJmob?9oL;OjOmu!>Ci=Kho+?t(XTsS|T zwv_96aG$o7crXcIzE|1OTT!%oGEYo~{;4L96C#g~J0_-CtA=l3{sH$9nK{0q>ay&h zo#pZ5J@ee7s+h|3_7Q9f*v(VC(s#|&v7M5yZ0zlaaOpn1**0sjI~=5{TUXzo!fd#~ z%F8A6N31Tke80Ad@`W+@$#h84gkEz(8Gd})Tu?MZ{QHX))O(cFBiU2S75LZga{@=} znopf_;+Ssam`2vO>6#saP+W6V zAM{^~Pkf_$-gP%pr^SOi3Laj2oL2v*x$A{cap*rV;gjO7i&nth{#|OL>+2u#0yxUr z;bL%$6x$8rO=L2v1Iw#0JOmX2&#R7+bco7IR)4$=i}i%CP2VXfK9{l-Wn#yB&o=qu zjYn~8+m+b~hJ7`H5b$xFKU>PsHAc~TOn7d5GlV}4`3t-1kEqU*>+(o%)ZxDp9bS83~n3T}^zpt8yEy9Y?pC{9W4ljvySChcU+rWrLjU%ziuP>h6D6r>1b7%{MHM2Cc^V~k5cfGV3@Ik zDw;$uO!Vp^*B{*2DAJr;#V^FC@`If^%-UX=M2{xE(X_lf{g2H;nuaeujSt8nw(;qd zZ0(UFQrfQw5Tcxne_LuUWRXr--P1sr1+SlV?HSKasUimU)IN0QP_VMDwtv)WHWKlq z`OqA!%i<*oA;IDH@xxL~?$q-XKdJJLg?^J5z&LPv>^dp^p}61hpA*w0uuT@!USj2I3{wb+at;~2s(S8b z&l1qG(tKkqY5wL*BN=2Ze5b?XilN>!=JDKnJKxesOp5l$QXP8oT}Q)|tVTlE5;mk; z1mh(|M`c!FVPrDz+iMebB64fG?5xePv+KbG(hhV^G5dDu(RXSj5rKhw)crDSljGn1 zoUrAcu*C+zeqJ*rEb-ndd!{awJnWpqJ@)BfRM{-DqRimLJx#twEQ@KcI}*4IxHH(H zYF0LGqw{*0T+nUog$+YjwlA=?-Y95Xk_&f$#>ukiHfxni z8YnaFn1Ocn3#(y^dU-jlDr_>uF*R+25z#9OPVCU2Q=5#ZLCPt%v_%KyP_I z$?sq?r%U*=K1^(vu)~j?jscWcn}~brVm~{jp2)p?yXGTjMuNr8epz~JUNpkH5a^zd zC}@)k4L)aO7gq}ul+CAj`Nn4in>96f`z7t+{_Uf)8^fnP*Cs|q&V>B0$% zf)Js$a?BZomh>X6x-&YPNQ_qYo@uMO)m1$$*9|=2%LyIr_Z5lkrGS8!2d})w_&VA$ zVb9Y`Kdf;H?IkQE%+KWyna>1f-=fH{VYz7%cDcyT{hsoVY!DHKisJ@Ts)|QNtSK60-$q5=6)`u8>Iu3^meOAFlchIPWj6Gl9}>b@QeL7si`$ z`01z-;y75LU7S&xdotw@JACTgjqk{B%oif*!r~IM6H9WnGH|Wl3@chn=o0-i_5>H97oL zz$K_GJBw!BUvv#vsHZbEJ*`A4cMBepIY3S)69y+Dt~@S6|!Qelo7W-sgD@+y>^{ktuDd$37CTCcw zT4k8qIE(L%aj0}(#(8d9oooCFw^`c}J2_GCy=y1@9}YV`6@fS&>&%}S85yuXMGba{ zyK3C(8qytRchf7CN5k0E zIH8@lLcNEYG5a%0y@v}i6;)_RZ9_v|Ri0nEsxbQ@dnA5mWx}d8T;D`PDStJ$_{B}H z#|wyNPNp-9ePw>O8V9?jW$9dnAZd@1R|`L>5n}d6v{D6bYQ#v52TbLzjQU#sfo;=q zgXIti;yH;W203?tb_gS0x=JLg5;ue?x+bki(=^U@(;cc z!dJdxd@f@#il6!e#Ua0*lN%90kml-4+@2r-$3jL_0s2e`VTzH#y<)IX2cW=lGxp!V z5u>7rdpODB%~Ac_om9%4o$=hSlt=$EdGyv4TLSU+(hE*|Gl(HKP}={F#1Iy_mYi^Fj97!@CXpj>u*3cF5=| z=S%%VvgP5{Vx{`YrA1clVq_K%rS2b!{W<3yRv+!V+3AsOM?&&DMA4(4nUPNE4B6p6 zB8(dIg&(}El`<_~d=N=n5OC|?&2hKng|t37@vmr?dkfn4i+7LQx#_^Z@$N2_OTDeZj1)9&naVG?+}$sFxEEUjmdJqjN?#xXYP+h9 zCLzd^DXH0Q6c)vEY;DDHl3-ikP^#1sj%Z%J%=?38X_Bz;R(~H2@tayJpWmB26vfXt zJJVl{j9@XFm0b>Zmd?mwy^c|I;X}`EQulMpOv^||go$IV^F6TXKK#q=rw%dS}r>riX*+`hW3j`!)u6Mmu zG?-t*zRrsP!=DI6#f9EQekBqvx%S6KrS(*^y7diN2qUA)reS=KnvPzp@ZD0=+Y;3klMl(~DC4u<(-|4K zukWvi9Y|;)FAqR1r>$mnkkOou{^6G(Pce}UX5fFBgx+dJ<%R9G4m#4MlKrs|yLjZp zjIiNy>xnZ42Ef;g-+<(kH2h5SfVC=8X% z7rkcGSH+AFMw0cQiuYoqcst)hWG&BlXfri!6ywT%90@5`qnXI3N8Fm`IQFL9vi!^T zo1Bip^~l9(d*Qb9uq8Vbs2LJ2c&j=$AzxyPOBU%knRGVSgApC_J^WT*iVOyAA%NlhJkl z1zKzstCKO>hjQby5ln$lg^;3It%OrvWct}4nelEP4gx|9pN9qCYj?brRQSShfePGs zQwEY79wE+RyQXtBWE48-D#OR>cgq&8a6F_=Ak#F)w46hHaWI8m>c!zUVRzM;0M$}P>CJU#Mc{mW+oNA!ouke2 zYrtaRZ+6bRrVk_=>scw&64?tMU#9TMl4wVCIU*)38z9S6sTU#M$&pUxRI!?P6vTN0 z$-$y7>+$K1ZrWd-z;p_atOci7iq0)^zToW8N^e9Y#|rkFk=gAJ=FyDw=u=0Q(gH5< zvsd!<3?b901$qI^bX}YRZGww9`UM1!Cn*CqXWiB_d;tk_Od@{;RXudM9MI2+QX`(H zeqw-${F)?;FC5fc2qG0u_a3)HNdRTw9+yW>ENJ)iTV;-ZVI(ykLa+1$8KPgSjb#$6 zyl>+dGrNM75msc)d+GMQpL)xY`8p+6Ebd$?Q=M>y+VI4wOl$%xxJTnw=FzEY+vfAJEt7X|eX4h%1k-T3AGaTSgXl1_v=_oW)A0exs!IK83oli!vKgT{p6t5QWtDRr zPQQTW`7{C+kMVtW;(y5umSXCRMS4w63}v7>w_8PozW6Sv%PZNtZZG$$ftS*~?MC0;m&XY(Gorz2G|-Z8rp%3ZlbA`ndJ7;OGXe#HTjmMaKgQ2yF< z;GqXK3>7t!&9L_XVp_9zP{aJ|2(n!2Ef@aoh$;KJG@?*Lu6;BNH4A&3Hk1~(EGBMh zACM~=Wg|tWkV(z{uhz~ynyUBT<3|JajgW?~nTU)Hh7c*0Df5uo3CWbXh;V$-_iO5) zV=P0a3`a*r$Z!mqB2yeX4w=azA%~3J&-VM>+gCq1Ls8HMfMxdJ%^eWTbkcYxjEPioL&X z%?Xa~)i1ynZj=fq1-D$*;XlORxZ-o^==5YC&bvCDO`a)L(y{sO&Pt|?Tw|zNNob0U zSh!iqOSI=wvxvOzm?;zYx>RAo0g`?cwJ4N-&aiERGviuPKzrWZK-%xwv#<(N_wRgu z@3d1Dd+I*0F{QRTjT%`CY;RBN4)@>c#-$#qDRBiF9` zZ632yrC(h3I(1GYIOjIz2-{wD^=096A2RY!XSl3J+-9%Mb3_dRA`-zH0UJ1%K)@ny zOBA=NjxuYJre0m;4&I$bhCvDiA<))t4u21ii78KTa&?`0HnJu3y=INa{AJ>qprxql z#fC$G0kig0LMGe~oMWf0FzP+1d=#?B<+S)|$LV`PQpUzf80O_ijPy#LOF@Ey^s%vy zrGLM_Cg8cGIy7u`DUbn|96e%q@8s9?bRMwU@f-b%p<)7iQMCv&o#OD5R*dP$*jW(< zXQ-b&F+q)BF8`sctL4^Nlm|fI4NXj10C4vw7uO^ny)DYDw8Dbfo)%0og%W5x2K z$0={O(<$Cpza{$Kry0V9HS~5IoxEUZ`dP*1iqx@V+ybjT0}g?ln$~W(VXw#ZSy=($ zHx`BY>(xPBFCA1JpV&Tlcq!Q@371zW;zz%z0&i;zjL!}Jz)re4cWimzNhI+yn0N-5jCnb1g=hNF>5s)+_iH$a>%aGzkt@zN#e1 z{yC5b(_!{HcMia?KcC3Vm@IO}B|HCBlYbdZOf_A92~SctN#?Ara$4Fpm-5Z7B|Dlx ze~OlMW78(<33sNyUwigr)UI!~1^lh!(Xqd7!+-9|2`;X?<%-~nP(~mU(_x8r6%E{~ zvU?oGq@M2V1Z`~o!~6dGeD(4}5y;vIFK8witJxZ$A~fg%c0#5!MW}O?B9d;o`HPmP z#ocmq^1-!GK{XJSTUHh|I4J4!t*F$3(CZW)z05D$seZSJ_qAux$7q@WY~0SdASrp| zF!$KgL&4Zmw_$~#Wn6|_6$dnMn4yz2hl)0&UsqRLy4dDs1+xJ5xvo$8#3?8JyNZ_>COr^`fpTbX8zUPJ@yRE z$-&Xu+WIQN3Cy`EZjO%O;Ji;+&0gPGtL^e7{@|u`rKP1^yLK(w?i)09ctHn@XiqrQ zHJwMp?@LJ3#3!1*zop?RmV3&zKjX&W*99Iw4L`@$5c1u)#TnFqB?|0K_yq;SfO_!x z_)mq47ZE5(jN*nQXVKw^2# zw`D{*8m4XL6UA~J?|y}V`srqyCPhTTDYvNT@y~r2VbbcLEF{waP8Am2mu0lKBg??+ z9i@-3vwyIQQEKiAT9q1~m~ic_OV$#i;2PlDBGcC)47>rckQ#ATPOcUBBo)xr2tNV4 z3^z5J8Ky%$!iDSk)5XnCn)C}b#4`p1uWAffe5Km~J8$L#*M?hQ(YfF92Vt-_8_WEM zCkyHWP^4F2$w=V}MitkrasYtC2Drav5zmo_SoeViocaL2&|rK9LwCw;9)2jwmKwLj zN$5!00&`7h;Tum-h)MZ@a~ZNuCv*ojS08eqmt)5PQj_ zl)ju|Lh1^M6t`39^~uDn8q`qT&#llOdjx7Pw`0}y_| z)=ZXhISw;4BWKK30nrQAuZvqhx?;RvroCqkG}hCrds+S^GA4$Zhll63y}iDf*=)X$ zR`SvUeqq54GE%NScpwLEfjK!juK>NSCTr7Rsf|W(DoCUO2SxO%@0{}{rtr`2MBoQ= z1497(Ujd%l=vqFkYGaeR*W#=vm#1ag+K-H1T#r@XLtmC9CLCwG5#i+0`$D^oL^7^f zZW9AHhs(BBx|gYrla)Zqm-z!GFpk&XV?ZbuBqv1?CDJyI`ObD z-Tr(^UvUskjG?@7iL1v1o}4yE>B6@z1BKw`Sn%Y@5gK4Yti3V}9|>&io*l?&&X96b zSY2&dv-0VNW?pZB??|9;*3&5#6N(8CnhbOmm%{vkhhnU*-kM))VN%sq(7+n_7EJ$W zRD3ZUsF;AmW#1%N7Mv6iF!uE=54D&u#eT&fYFAZL!-IPhUX3@f?;H~go64S1X;~nd zy#+r_O4pqdvlK0%w*U;%Zy)iSNdrEKu}?dMi08zm$L^mcfZKJ`#>PhU%o*M5*RNZ# z(RH&1(x%Q}%!a+Yl&}S_*yOW{fr(Ah#cUW>od@h1^&jP}F}ePLaVuA})mMXB3p?`6 z?dfo0rKz1=_MSc@&(6R&&)W!n|Ni{~@Vi7H-U(@G@H>1Y?nYg2UtJvvWQIN9;>+wo zI6%I~Ye3rQmy>HTwN`$?Kxm~Tl$(kVff*O#yxZ4j)M6AA0#_k^{18HH25Ol&nwScq z1&MQD^2yzgjTp_JaPG;v4y=_&PoHwc8$h;9XjaxqH{$x87U|o2w!{Lbq62m4*+>K| z_An}1b)w>%cb5E{Vg!l{sZ6R{#K-~-XgAW(P&D~2P=!9b`GJEUjYi9MGeo0*6-;54 zqR`I==GObmi84D0K1bA6jP2|MhKGl@wq}$afXufA9SsSsGuVp@w*ZHSb!y$`(dYR# zXxkqo03d@~NTdW{bS;iYo$-Pj9fJ`NYOVcb()oGj_F2|%Z%oA%S3lc{TURHSmX>;w z^Q7boi)CF08-Yb@TJAP%ia#xMu%<+ekH8JhH}&X*^(Yuv!f!qfCJqKArsAl8u|w!l z%E*o^ik+Q(o>CrzWUi&9efvn&Rse&&8H70o%>#Ms2*U}oZO)}=dC96oN0IO*xTK_( zbft%>RtXw;u+|oOQarc`!ZVy|#eGgk5T#=Xuo_@Yad2?VCti@2hNP?WR9P_SOOmJs zH%tyr&WPyf(w7&WbtvxqoKOTPyOEJmw7Y;%xWI-eA0Mj5T31su(kf+ga#BPI1^3eb z;luTM=Ab&n!x-8hm8|qoR$g9Sac#)kP!_fG@7slS8-U>Q0K8SnAW(rOW%ngR3XaC| zC}~3DLuV|rzf+Q8Rpqk;QuJ@o7xxr~lc^Fy>6UxaUjTg&vRfsA*8AEurO9>-B-)*^ zhDX_MB>AQq!m;iDykzGjgGd>d{zZV+HN)P*AWt8Wk03)of7lZMV+mkL;|L zBYWI?8%P=%DaP_D6OezEt5-=NYcrA0kx@~_4>AlBU`UHoBw)Ngp2bvSL6a z={(qM#=&>C%SRXcgy}q7Hhn}2sK_M@?fw534&m*Pi8vjD*~%`#Ln#xQ$mEu#io5%nrlzKxyu6E5 zq99cWh(c*RH90kv8GlkjqJwPAsuJ#b3Xvj`;3oZE`@(P|05D&fibE3AGQ`h|RpxM* z8z>S;KhzS+&CP|x*b<*_=3Cp_uT8}vk}iF7$AAi~_zNJ14kl2=X01-7ko`PCKW!E& zCJrNjJW(+*UHDYKD=K z5!F2~(6Thq0)`n4j?!-+tbh9S2~P$$DG?r0#Dikh6B9v>UKqNNpG rf`{zu!~98*LbR(M<^N9|<;O3&NL_1J(kc036#Qvi*SSVexfSvsgazHf literal 0 HcmV?d00001 diff --git a/Examples/S_q_models.py b/Examples/S_q_models.py new file mode 100644 index 0000000..cad8b64 --- /dev/null +++ b/Examples/S_q_models.py @@ -0,0 +1,38 @@ +""" +Plots various structure factor models. +""" + +from scattering import * +import numpy as np +import matplotlib.pyplot as plt + +# Default Scattering Parameters +a_p = 200e-9 # meters +n_p = 1.5 # particle refractive index +n_s = 1.332 # medium refractive index (water) +lambda_vac = 685e-9 # wavelength of light in vacuum [meters] +phi = 0.03 # particle volume fraction +n_ang = 100 # number of sampled angles + +s_q = np.empty(shape=(n_ang, 3)) # initialize result array + +# Collect Scattering Data +_, _, _, _, [q, _, s_q[:, 0], _, _, _, _, _] = mie_scattering(n_p, n_s, a_p, lambda_vac, phi, n_ang=n_ang, + struct='PY') +_, _, _, _, [_, _, s_q[:, 1], _, _, _, _, _] = mie_scattering(n_p, n_s, a_p, lambda_vac, phi, n_ang=n_ang, + struct='PYAnnulus', optional_params=[1.2*a_p]) +_, _, _, _, [_, _, s_q[:, 2], _, _, _, _, _] = mie_scattering(n_p, n_s, a_p, lambda_vac, phi, n_ang=n_ang, + struct='SHS', optional_params=[0.2, 0.05]) + +# Plot +fig, ax1 = plt.subplots() +ax1.plot(q, np.ones_like(s_q[:, 0]), 'k', label='No Interaction', linewidth=2) +ax1.plot(q, s_q[:, 0], 'k-.', label='Hard Sphere', linewidth=2) +ax1.plot(q, s_q[:, 1], 'k:', label='1.2$a_p$ Excluded Annulus', linewidth=2) +ax1.plot(q, s_q[:, 2], 'k--', label='Sticky Hard Sphere', linewidth=2) +ax1.set(xlabel=r'$q$', ylabel='S(q)', + title=r'$n_p$ = %.3f, $n_s$ = %.3f, $a_p$ = %i nm, $\lambda$ = %i nm, $\phi$ = %.2f' + % (n_p, n_s, a_p*1e9, lambda_vac*1e9, phi)) +ax1.legend() + +plt.show() diff --git a/Examples/intensity_plot.py b/Examples/intensity_plot.py new file mode 100644 index 0000000..6e4c7e4 --- /dev/null +++ b/Examples/intensity_plot.py @@ -0,0 +1,56 @@ +""" +Plots Mie intensities and form factor versus scattering angle. +""" + +from scattering import * +import matplotlib.pyplot as plt + +# Default Scattering Parameters +a_p = 500e-9 # # particle radius [meters] +n_p = 1.5 # particle refractive index +n_s = 1.0 # medium refractive index +lambda_vac = 685e-9 # wavelength of light in vacuum [meters] +phi = 0.03 # particle volume fraction +n_ang = 100 # number of sampled angles + +# Collect Data +theta, i1, i2, _, _ \ + = mie_scattering(n_p, n_s, a_p, lambda_vac, phi) +_, i1r, i2r, _, _ \ + = rayleigh_scattering(n_p, n_s, a_p, lambda_vac, phi) +theta = np.append(theta, np.pi + theta) +i1 = np.append(i1, i1[::-1]) +i2 = np.append(i2, i2[::-1]) +i1r = np.append(i1r, i1r[::-1]) +i2r = np.append(i2r, i2r[::-1]) + +# Generate Colors +n_colors = 3 +colormap = plt.get_cmap('plasma') +c = np.empty(shape=(n_colors, 3)) +for i in range(n_colors): + c[i, :] = colormap.colors[round(256 * i / n_colors)] + +# Plot +fig, (ax1, ax2) = plt.subplots(1, 2, subplot_kw=dict(projection='polar')) +ax1.plot(theta, i1, label='Perpendicular Mie', c=c[0]) +ax1.plot(theta, i2, label='Parallel Mie', c=c[2]) +ax1.plot(theta, 0.5*(i1+i2), label='Mie P(q)', c=c[1]) +# ax1.plot(theta, i1r, label='Perpendicular Rayleigh', c=c[0], linestyle='--') +# ax1.plot(theta, i2r, label='Parallel Rayleigh', c=c[2], linestyle='--') +# ax1.plot(theta, 0.5*(i1r+i2r), label='Rayleigh P(q)', c=c[1], linestyle='--') +ax1.set_title("Intensity") +ax1.legend() + +ax2.plot(theta, np.log10(i1 + 1), label='Perpendicular Mie', c=c[0]) +ax2.plot(theta, np.log10(i2 + 1), label='Parallel Mie', c=c[2]) +ax2.plot(theta, np.log10(0.5*(i1+i2) + 1), label='Mie P(q)', c=c[1]) +# ax2.plot(theta, np.log10(i1r + 1), label='Perpendicular Rayleigh', c=c[0], linestyle='--') +# ax2.plot(theta, np.log10(i2r + 1), label='Parallel Rayleigh', c=c[2], linestyle='--') +# ax2.plot(theta, np.log10(0.5*(i1r+i2r) + 1), label='Rayleigh P(q)', c=c[1], linestyle='--') +ax2.set_title("Log Intensity") +ax2.legend() + +plt.suptitle(r'$n_p$ = %.3f, $n_s$ = %.3f, $a_p$ = %i nm, $\lambda$ = %i nm, $\phi$ = %.2f' + % (n_p, n_s, a_p*1e9, lambda_vac*1e9, phi)) +plt.show() diff --git a/Examples/mie_vs_rayleigh.py b/Examples/mie_vs_rayleigh.py new file mode 100644 index 0000000..3c11c34 --- /dev/null +++ b/Examples/mie_vs_rayleigh.py @@ -0,0 +1,58 @@ +""" +Plots l* for varying input parameters for both Mie and Rayleigh scattering. +""" + +from scattering import * +import numpy as np +import matplotlib.pyplot as plt + +# Default Scattering Parameters +n_p = 1.8 # particle refractive index +n_s = 1.332 # medium refractive index (water) +a_p = 250e-9 # particle radii [meters] +lambda_vac = 685e-9 # wavelength of light in vacuum [meters] +phi = 0.03 # particle volume fraction + +# Generate Parameter Ranges +n_range = 100 # number of data points between values +phi_range = np.linspace(0.01, 0.15, n_range) +a_p_range = np.linspace(150e-9/2, 1000e-9/2, n_range) +n_p_range = np.linspace(1.6, 2, n_range) + +# Initialize Result Array +l_star = np.empty(shape=(n_range, 3, 2)) + +# Collect Scattering Data +for i in range(n_range): + _, _, _, l_star[i, 0, 0], _ \ + = mie_scattering(n_p, n_s, a_p, lambda_vac, phi_range[i]) + _, _, _, l_star[i, 1, 0], _ \ + = mie_scattering(n_p, n_s, a_p_range[i], lambda_vac, phi) + _, _, _, l_star[i, 2, 0], _ \ + = mie_scattering(n_p_range[i], n_s, a_p, lambda_vac, phi) + + _, _, _, l_star[i, 0, 1], _ \ + = rayleigh_scattering(n_p, n_s, a_p, lambda_vac, phi_range[i]) + _, _, _, l_star[i, 1, 1], _ \ + = rayleigh_scattering(n_p, n_s, a_p_range[i], lambda_vac, phi) + _, _, _, l_star[i, 2, 1], _ \ + = rayleigh_scattering(n_p_range[i], n_s, a_p, lambda_vac, phi) + +# Plot Data +fig, (ax1, ax2, ax3) = plt.subplots(1, 3) +ax1.plot(phi_range, l_star[:, 0, 0]*1e6, 'k', label='Mie', linewidth=2) +ax1.plot(phi_range, l_star[:, 0, 1]*1e6, 'k--', label='Rayleigh', linewidth=2) +ax1.legend() +ax1.set(xlabel=r'$\phi$', ylabel='l* [µm]') + +ax2.plot(a_p_range*1e9, l_star[:, 1, 0]*1e6, 'k', label='Mie', linewidth=2) +ax2.plot(a_p_range*1e9, l_star[:, 1, 1]*1e6, 'k--', label='Rayleigh', linewidth=2) +ax2.set(xlabel=r'$a_p$ [nm]') + +ax3.plot(n_p_range, l_star[:, 2, 0]*1e6, 'k', label='Mie', linewidth=2) +ax3.plot(n_p_range, l_star[:, 2, 1]*1e6, 'k--', label='Rayleigh', linewidth=2) +ax3.set(xlabel=r'$n_p$') + +# title with default parameters listed +plt.suptitle(r'$n_p$ = %.3f, $n_s$ = %.3f, $a_p$ = %i nm, $\lambda$ = %i nm, $\phi$ = %.2f' % (n_p, n_s, a_p*1e9, lambda_vac*1e9, phi)) +plt.show() diff --git a/Examples/silica_data_fit.py b/Examples/silica_data_fit.py new file mode 100644 index 0000000..f6e267d --- /dev/null +++ b/Examples/silica_data_fit.py @@ -0,0 +1,55 @@ +""" +Generates l* values versus particle volume concentration for silica particles with varying form factor models. +Plots model versus experimental data (courtesy of Qi Li). +""" + +from scattering import * +import numpy as np +import matplotlib.pyplot as plt + +# Scattering Parameters +n_p = 1.446 # particle refractive index (silica) +n_s = 1.332 # medium refractive index (water) +a_p = 345e-9/2 # particle radii [meters] +lambda_vac = 685e-9 # wavelength of light in vacuum [meters] + +# Generate Parameter Range +n_range = 100 # number of data points between values +phi_range = np.linspace(0.03, 0.15, n_range) + +# Initialize Result Array +l_star_phi = np.empty(shape=(n_range, 4)) + +# Silica Data (courtesy of Qi Li) +silica_data = np.array([[0.065, 0.067, 0.069, 0.072, 0.075, 0.135], + [0.000230, 0.000225, 0.000216, 0.000215, 0.000205, 0.000130]]) + +# Collect Scattering Data +for i in range(n_range): + _, _, _, l_star_phi[i, 0], _ \ + = mie_scattering(n_p, n_s, a_p, lambda_vac, phi_range[i]) + _, _, _, l_star_phi[i, 1], _ \ + = mie_scattering(n_p, n_s, a_p, lambda_vac, phi_range[i], struct='PY') + _, _, _, l_star_phi[i, 2], _ \ + = mie_scattering(n_p, n_s, a_p, lambda_vac, phi_range[i], struct='SHS', optional_params=[0.2, 0.05]) + _, _, _, l_star_phi[i, 3], _ \ + = mie_scattering(n_p, n_s, a_p, lambda_vac, phi_range[i], struct='PYAnnulus', optional_params=[1.2*a_p]) + +# Generate Colors +n_colors = 4 +colormap = plt.get_cmap('plasma') +c = np.empty(shape=(n_colors, 3)) +for i in range(n_colors): + c[i, :] = colormap.colors[round(256 * i / n_colors)] + +# Plot Data +fig, ax1 = plt.subplots() +ax1.plot(phi_range, l_star_phi[:, 0]*1e6, label='No Interactions', linewidth=2, c=c[0]) +ax1.plot(phi_range, l_star_phi[:, 1]*1e6, linestyle='--', label='Hard Sphere', linewidth=2, c=c[1]) +ax1.plot(phi_range, l_star_phi[:, 2]*1e6, linestyle=':', label='Sticky Hard Sphere', linewidth=2, c=c[2]) +ax1.plot(phi_range, l_star_phi[:, 3]*1e6, linestyle='-.', label='1.2$a_p$ Excluded Annulus', linewidth=2, c=c[3]) +ax1.plot(silica_data[0, :], silica_data[1, :]*1e6, 'k.', label='Silica Data', markersize=10) +ax1.legend() +ax1.set(xlabel=r'$\phi$', ylabel='l* [µm]') + +plt.show() diff --git a/scattering.py b/scattering.py new file mode 100644 index 0000000..50702e7 --- /dev/null +++ b/scattering.py @@ -0,0 +1,421 @@ +""" +Function package for generating theoretical light scattering models. + +Originally composed by Nicholas Sbalbi (nsbalbi@umass.edu) during the 2021 CHARM REU Program for the Furst Group in the +University of Delaware Department of Chemical and Biomolecular Engineering. Last updated 08/13/2021 +""" + +import numpy as np +import scipy.special as sps +import sys +from scattering_test import * + + +def mie_pi_tau(theta, alpha): + """ + Calculate the functions pi and tau which appear in the Mie scattering calculation. + + These functions match those described by van de Hulst in Light Scattering by Small Particles, 1981, and are + calculated using the method outlined by Kerker in The Scattering of Light and Other Electromagnetic Radiation, 1969. + + Args: + theta: the desired scattering angles + alpha: the size parameter of the spheres (2 * pi * radius / wavelength) + + Returns: + pi: the first function + tau: the second function + """ + # Constants + cos_theta = np.cos(theta) # pre-calculated for efficiency + sin_theta = np.sin(theta) # " + n_ang = np.size(theta) # number of scattering angles + n_terms = np.rint(alpha + 4.05*alpha**0.3333 + 2).astype(int) # number of terms in series for coeff calculation + + # Initialize arrays + pi = np.empty(shape=(n_terms, n_ang)) + pi_prime = np.empty(shape=(n_terms, n_ang)) + tau = np.empty(shape=(n_terms, n_ang)) + + # Caluclation of pi and tau via Kerker's method + for i in range(n_terms): # loop over rows + pi[i, :] = -sps.lpmv(1, i + 1, cos_theta) / sin_theta # generates 1st order Legendre polynomials + if i == 0: + pi_prime[i, :] = np.zeros(shape=n_ang) + tau[i, :] = cos_theta * pi[i, :] + elif i == 1: + pi_prime[i, :] = 3 * np.ones(shape=n_ang) + tau[i, :] = cos_theta * pi[i, :] - 3 * sin_theta ** 2 + else: + for j in range(n_ang): # loop over columns + pi_prime[i, j] = (2 * i + 1) * pi[i - 1, j] + pi_prime[i - 2, j] + tau[i, :] = cos_theta * pi[i, :] - sin_theta ** 2 * pi_prime[i, :] + + return pi, tau + + +def mie_a_b(alpha, m): + """ + Calculate the Mie coefficients for Mie scattering by spheres. + + The size of the arrays is based on the recommended by Barber and Hill in Light Scattering by Particles: + Computational Methods, 1990. The coefficients are calculated using the method outlined by Kerker in + The Scattering of Light and Other Electromagnetic Radiation, 1969. + + Args: + alpha: the size parameter of the spheres (2 * pi * radius / wavelength) + m: the ratio between the refractive indices of the spheres and the medium + + Returns: + a: first set of Mie coefficients + b: second set of Mie coefficients + """ + # Constants + beta = m * alpha + n_terms = np.rint(alpha + 4.05*alpha**0.3333 + 2).astype(int) # number of terms in series for coeff calculation + x = np.arange(n_terms + 2) + 0.5 # two extra values for low and high bounds + + # Calculation of coefficients via Kerker's method + psi = np.empty(shape=(2, n_terms + 2)) # add two extra terms for left and right bounds + chi = np.empty(shape=(2, n_terms + 2)) + psi[0, :] = (np.pi * alpha / 2) ** 0.5 * sps.jv(x, alpha) # generates Bessel function values of the first kind + psi[1, :] = (np.pi * beta / 2) ** 0.5 * sps.jv(x, beta) # generates Bessel function values of the second kind + chi[0, :] = -(np.pi * alpha / 2) ** 0.5 * sps.yv(x, alpha) + chi[1, :] = -(np.pi * beta / 2) ** 0.5 * sps.yv(x, beta) + + zeta = psi + 1j * chi # conversion to complex numbers + + psi_prime = np.empty(shape=(2, n_terms)) + zeta_prime = np.empty(shape=(2, n_terms), dtype=np.complex64) + psi_prime[0, :] = 0.5 * psi[0, :-2] - 0.5 * psi[0, 2:] + 0.5 / alpha * psi[0, 1:-1] + psi_prime[1, :] = 0.5 * psi[1, :-2] - 0.5 * psi[1, 2:] + 0.5 / beta * psi[1, 1:-1] + zeta_prime[0, :] = 0.5 * zeta[0, :-2] - 0.5 * zeta[0, 2:] + 0.5 / alpha * zeta[0, 1:-1] + zeta_prime[1, :] = 0.5 * zeta[1, :-2] - 0.5 * zeta[1, 2:] + 0.5 / beta * zeta[1, 1:-1] + + a = (psi_prime[1, :] * psi[0, 1:-1] - m * psi_prime[0, :] * psi[1, 1:-1]) / \ + (psi_prime[1, :] * zeta[0, 1:-1] - m * zeta_prime[0, :] * psi[1, 1:-1]) + b = (m * psi_prime[1, :] * psi[0, 1:-1] - psi_prime[0, :] * psi[1, 1:-1]) / \ + (m * psi_prime[1, :] * zeta[0, 1:-1] - zeta_prime[0, :] * psi[1, 1:-1]) + + return a, b + + +def mie_s1_s2(theta, alpha, m): + """ + Calculate the scattering amplitude functions for Mie scattering by spheres. + + Args: + theta: the angles at which scattering amplitudes are calculated + alpha: the size parameter of the spheres (2 * pi * radius / wavelength) + m: the ratio between the refractive indices of the spheres and the medium + + Returns: + s1: perpendicular amplitude function at corresponding theta values + s2: parallel amplitude function at corresponding theta values + a: first set of Mie coefficients + b: second set of Mie coefficients + """ + # Constants + n_ang = np.size(theta) + n_terms = np.rint(alpha + 4.05*alpha**0.3333 + 2).astype(int) # number of terms in series for coeff calculation + + # Calculation of coefficients using other functions + pi, tau = mie_pi_tau(theta, alpha) + a, b = mie_a_b(alpha, m) + + # Calculation of scattering amplitude functions + s1 = np.reshape(np.tile(a, n_ang), (n_terms, n_ang), order='F') * pi \ + + np.reshape(np.tile(b, n_ang), (n_terms, n_ang), order='F') * tau # perpendicular amplitude function + s2 = np.reshape(np.tile(a, n_ang), (n_terms, n_ang), order='F') * tau \ + + np.reshape(np.tile(b, n_ang), (n_terms, n_ang), order='F') * pi # parallel amplitude function + temp = np.arange(n_terms) + 1 # factor multiplied by each term (row) + temp = (2 * temp + 1) / (temp ** 2 + temp) + s1 = s1 * np.reshape(np.tile(temp, n_ang), (n_terms, n_ang), order='F') + s2 = s2 * np.reshape(np.tile(temp, n_ang), (n_terms, n_ang), order='F') + s1 = np.sum(s1, axis=0) # sum along angle (column) + s2 = np.sum(s2, axis=0) + + return s1, s2, a, b + + +def percus_yevick(qa, phi): + """ + Calculate the structure factor for hard spheres using the Percus-Yevick + closure of the Ornstein-Zernicke equation. + + Args: + qa: the scattering vector scaled by the sphere radius at the desired scattering angles + phi: volume fraction of spheres in solution + + Returns: + s_q: the structure factor at the corresponding scattering angles + """ + qa2 = 2 * qa # twice qa, for efficiency/conciseness + lambda_1 = (1 + 2 * phi) ** 2 / (1 - phi) ** 4 + lambda_2 = -(1 + phi / 2) ** 2 / (1 - phi) ** 4 + c_1 = lambda_1 / qa2 ** 3 * (np.sin(qa2) - qa2 * np.cos(qa2)) + c_2 = -6 * phi * lambda_2 / qa2 ** 4 * (qa2 ** 2 * np.cos(qa2) - 2 * qa2 * np.sin(qa2) - 2 * np.cos(qa2) + 2) + c_3 = -phi * lambda_1 / 2 / qa2 ** 6 * \ + (qa2 ** 4 * np.cos(qa2) - 4 * qa2 ** 3 * np.sin(qa2) - 12 * qa2 ** 2 * np.cos(qa2) + + 24 * qa2 * np.sin(qa2) + 24 * np.cos(qa2) - 24) + + s_q = np.divide(1, 1 + 24 * phi * (c_1 + c_2 + c_3)) + return s_q + + +def percus_yevick_annulus(q, a_p, a_e, phi): + """ + Calculate the structure factor for hard spheres with an exluded annulus + using the Percus-Yevick closure of the Ornstein-Zernicke equation. + + Args: + q: scattering vector at desired scattering angles + a_p: sphere radius (excluding annulus) + a_e: effective sphere radius (including annulus) + phi: volume fraction of spheres in solution + + Returns: + s_q: the structure factor at the corresponding scattering angles + """ + phi_e = phi * (a_e / a_p) ** 3 # effective volume fraction + + qa2 = 2 * q * a_e # twice qa, for efficiency/conciseness + lambda_1 = (1 + 2 * phi_e) ** 2 / (1 - phi_e) ** 4 + lambda_2 = -(1 + phi_e / 2) ** 2 / (1 - phi_e) ** 4 + c_1 = lambda_1 / qa2 ** 3 * (np.sin(qa2) - qa2 * np.cos(qa2)) + c_2 = -6 * phi_e * lambda_2 / qa2 ** 4 * (qa2 ** 2 * np.cos(qa2) - 2 * qa2 * np.sin(qa2) - 2 * np.cos(qa2) + 2) + c_3 = -phi_e * lambda_1 / 2 / qa2 ** 6 * \ + (qa2 ** 4 * np.cos(qa2) - 4 * qa2 ** 3 * np.sin(qa2) - 12 * qa2 ** 2 * np.cos(qa2) + + 24 * qa2 * np.sin(qa2) + 24 * np.cos(qa2) - 24) + + s_q = np.divide(1, 1 + 24 * phi_e * (c_1 + c_2 + c_3)) + return s_q + + +def sticky_hard_sphere(q, a_p, phi, tau=0.2, epsilon=0.05): + """ + Calculate the structure factor for hard spheres with square-well interparticle + potential. Based on the method of Rao et. al. in "A new interpretation of the + sticky hard sphere model", J. Chem. Phys. 95(12), 9186-9190 (1991). + + Args: + q: scattering vector at desired scattering angles + a_p: sphere radius (excluding annulus) + phi: volume fraction of spheres in solution + tau: float, "stickiness" parameter within {0, 1} + epsilon: float, perturbation parameter within {0, 0.1} + + Returns: + s_q: the structure factor at the corresponding scattering angles + """ + eta = phi / (1 - epsilon) ** 3 + eta1 = 1 - eta + sigma = 2 * a_p + a = sigma / (1 - epsilon) + kappa = q * a + + # Quadratic for Lambda + a_q = eta/12 + b_q = -tau - eta / eta1 + c_q = (1 + eta / 2) / eta1 ** 2 + + disc = b_q ** 2 - 4 * a_q * c_q # discriminant + if disc < 0: # error if no real roots + print('Error: No Real Roots within SHS Model') + return -1*np.ones_like(q) + lamb = (-b_q + np.sqrt(disc)) / (2 * a_q) + lamb2 = (-b_q - np.sqrt(disc)) / (2 * a_q) + if lamb2 < lamb: + lamb = lamb2 # take smaller root, larger is unphysical + + # Alpha and Beta + mu = lamb * eta * eta1 + if mu > 1 + 2 * eta: # model condition set in paper + print('Error: Unphysical SHS Model Result') + return -1*np.ones_like(q) + alpha = (1 + 2 * eta - mu) / eta1 ** 2 + beta = (-3 * eta + mu) / 2 / eta1 ** 2 + + # S_q + k2 = kappa ** 2 + k3 = kappa ** 3 + ksin = np.sin(kappa) + kcos = np.cos(kappa) + A = 1 + 12 * eta * (alpha * (ksin - kappa * kcos) / k3 + beta * (1 - kcos) / k2 - lamb / 12 * ksin / kappa) + B = 12 * eta * (alpha * (1 / 2 / kappa - ksin / k2 + (1 - kcos) / k3) + + beta * (1 / kappa - ksin / k2) - lamb / 12 * (1 - kcos) / kappa) + s_q = 1 / (A ** 2 + B ** 2) + + return s_q + + +def mie_scattering(n_p, n_s, a_p, lambda_vac, phi, n_ang=100, struct='none', optional_params=None): + """ + Calculate intensities and statistics for Mie scattering by spheres. + + Methods and algorithms are those outlined by Kerker in + The Scattering of Light and Other Electromagnetic Radiation, 1969 + + Args: + n_p: float, refractive index of the spheres + n_s: float, refractive index of the medium + a_p: float, sphere radius [m] + lambda_vac: float, wavelength of light in vacuum [m] + phi: float, volume fraction of particles in solution + n_ang: int, number of angles calculated (Default = 100) + struct: str, choice of equation used for structure factor + - 'none': S(q) = 1 + - 'PY': S(q) is calculated using the Percus-Yevick approximation + - 'PYAnnulus': S(q) is calculated using the Percus-Yevick approximation with an excluded annulus + - 'SHS': S(q) is calculated via a perturbative sticky hard sphere solution of the Percus-Yevick closure + optional_params: list of optional parameters required for some structure factor calculations + - 'PYAnnulus': [a_e] + - a_e: float, effective sphere radius (including excluded annulus) + - 'SHS': [tau, epsilon] + - tau: float, "stickiness" parameter within {0, 1} + - epsilon: float, perturbation parameter within {0, 0.1} + + Returns: + theta: the angles at which scattering intensities are calculated + i1: perpendicular scattering intensity at corresponding scattering angles + i2: parallel scattering intensity + l_star: photon mean free path + stats: list of other output scattering statistics + - q: array of scattering vectors corresponding with theta + - p_q: form factor at corresponding theta/q values + - s_q: structure factor at corresponding theta/q values + - l: scattering mean free path + - q_scat: scattering efficiency factor + - q_ext: extinction efficiency factor + - c_scat: scattering cross section + - c_ext: extinction cross section + """ + # Initial Constants + m = n_p / n_s # refractive index ratio + lambda_med = lambda_vac / n_s # wavelength in medium + k_0 = 2 * np.pi / lambda_med # scattering wavevector + alpha = k_0 * a_p + rho = phi / 4 * 3 / np.pi / a_p ** 3 # number density of scatterers + n_terms = np.rint(alpha + 4.05*alpha**0.3333 + 2).astype(int) # number of terms in series for coeff calculation + + theta = np.linspace(0.001, 0.999 * np.pi, n_ang) # angles (ends are not absolute to prevent zeroing out) + qa = a_p * 2 * k_0 * np.sin(theta/2) # radius times scattering vector + + # Intensity Calculation + s1, s2, a, b = mie_s1_s2(theta, alpha, m) + + i1 = np.real(s1 * np.conjugate(s1)) # perpendicular intensity + i2 = np.real(s2 * np.conjugate(s2)) # parallel intensity + + # Scattering Statistics Calculation + temp = 2 * np.arange(n_terms) + 3 # factor multiplied by each term (row) + # scattering efficiency factor + q_scat = 2 / alpha ** 2 * np.sum(temp * np.real(a * np.conjugate(a) + b * np.conjugate(b))) + q_ext = 2 / alpha ** 2 * np.sum(temp * np.real(a + b)) # extinction efficiency factor + c_scat = q_scat * 3.14158 * a_p ** 2 # scattering cross section + c_ext = q_ext * 3.14158 * a_p ** 2 # extinction cross section + + # Structure and Form Factor Calculation + # structure factor + if struct == 'none': + s_q = np.ones_like(theta) + elif struct == 'PY': + s_q = percus_yevick(qa, phi) + elif struct == 'PYAnnulus': + s_q = percus_yevick_annulus(qa / a_p, a_p, optional_params[0], phi) + elif struct == 'SHS': + s_q = sticky_hard_sphere(qa / a_p, a_p, phi, optional_params[0], optional_params[1]) + else: + sys.exit('Error: Unexpected Input for Choice of Structure Factor Equation') + p_q = (i1 + i2) / 2 # form factor (average intensity) + + # l Calculation + integrand = qa * p_q * s_q + l = (k_0 ** 4 * a_p ** 2) / \ + (2 * np.pi * rho * 0.5 * np.sum((integrand[:-1] + integrand[1:]) * (qa[1:] - qa[:-1]))) + + # l* Calculation + integrand = qa ** 3 * p_q * s_q + l_star = (k_0 ** 6 * a_p ** 4) / \ + (np.pi * rho * 0.5 * np.sum((integrand[:-1] + integrand[1:]) * (qa[1:] - qa[:-1]))) + + # Gather Misc Statistics + q = 2 * k_0 * np.sin(theta / 2) # scattering vector + stats = [q, p_q, s_q, l, q_scat, q_ext, c_scat, c_ext] + + return theta, i1, i2, l_star, stats + + +def rayleigh_scattering(n_p, n_s, a_p, lambda_vac, phi, n_ang=100, struct='none', optional_params=None): + """ + Calculate intensities and statistics for Rayleigh scattering by spheres. + + Args: + n_p: float, refractive index of the spheres + n_s: float, refractive index of the medium + a_p: float, sphere radius [m] + lambda_vac: float, wavelength of light in vacuum [m] + phi: float, volume fraction of particles in solution + n_ang: int, number of angles calculated (Default = 100) + struct: str, choice of equation used for structure factor + - 'none': S(q) = 1 + - 'PY': S(q) is calculated using the Percus-Yevick approximation + - 'PYAnnulus': S(q) is calculated using the Percus-Yevick approximation with an excluded annulus + optional_params: list of optional parameters required for some structure factor calculations + - 'PYAnnulus': [a_e] + - a_e: float, effective sphere radius (including excluded annulus) + + Returns: + theta: the angles at which scattering intensities are calculated + i1: perpendicular scattering intensity at corresponding scattering angles + i2: parallel scattering intensity + l_star: photon mean free path + stats: list of other output scattering statistics + - q: array of scattering vectors corresponding with theta + - p_q: form factor at corresponding theta/q values + - s_q: structure factor at corresponding theta/q values + - l: scattering mean free path + """ + # Initial Constants + m = n_p / n_s # refractive index ratio + lambda_med = lambda_vac / n_s # wavelength in medium + k_0 = 2 * np.pi / lambda_med # scattering wavevector + rho = phi / 4 * 3 / np.pi / a_p ** 3 # number density of scatterers + v = 4 / 3 * np.pi * a_p ** 3 # sphere volume + + theta = np.linspace(0.001, 0.999 * np.pi, n_ang) # angles (ends are not absolute to prevent zeroing out) + cos_theta = np.cos(theta) + qa = a_p * 2 * k_0 * np.sin(theta/2) # radius times scattering vector + + # Intensity Calculation + i1 = k_0 ** 6 * v ** 2 * ((m - 1) / 2 / np.pi) ** 2 \ + * np.divide(3 * (np.sin(qa) - qa * np.cos(qa)), qa ** 3) ** 2 # perpendicular Rayleigh intensity + i2 = i1 * cos_theta ** 2 # parallel Rayleigh intensity + + # Form and Structure Factor Calculation + # structure factor + if struct == 'none': + s_q = np.ones_like(theta) + elif struct == 'PY': + s_q = percus_yevick(qa, phi) + elif struct == 'PYAnnulus': + s_q = percus_yevick_annulus(qa / a_p, a_p, optional_params[0], phi) + else: + sys.exit('Error: Unexpected Input for Choice of Structure Factor Equation') + p_q = (i1 + i2) / 2 # form factor (average intensity) + + # l Calculation + integrand = qa * p_q * s_q + l = (k_0 ** 4 * a_p ** 2) / \ + (2 * np.pi * rho * 0.5 * np.sum((integrand[:-1] + integrand[1:]) * (qa[1:] - qa[:-1]))) + + # l* Calculation + integrand = qa ** 3 * p_q * s_q + l_star = (k_0 ** 6 * a_p ** 4) / \ + (np.pi * rho * 0.5 * np.sum((integrand[:-1] + integrand[1:]) * (qa[1:] - qa[:-1]))) + + # Gather Misc Statistics + q = 2 * k_0 * np.sin(theta / 2) # scattering vector + stats = [q, p_q, s_q, l] + + return theta, i1, i2, l_star, stats