diff --git a/src/spent_media_model_interactions.ipynb b/src/spent_media_model_interactions.ipynb new file mode 100644 index 0000000..28f875b --- /dev/null +++ b/src/spent_media_model_interactions.ipynb @@ -0,0 +1,1053 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import sys\n", + "import scipy\n", + "import scipy.integrate as integr\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib as mpl\n", + "import scipy.optimize as opt\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + ":22: MatplotlibDeprecationWarning: savefig() got unexpected keyword argument \"frameon\" which is no longer supported as of 3.3 and will become an error two minor releases later\n", + " fig.savefig(outfile,format='pdf',frameon='false',dpi=300,bbox_inches='tight')\n" + ] + } + ], + "source": [ + "## Making sure the lag factor is working as expected\n", + "t=list(range(1, 200))\n", + "lag_pow=2\n", + "comp=1\n", + "\n", + "lag_factor0 = np.divide(np.power(t,lag_pow),np.add(np.power(t,lag_pow),np.power(0*comp,lag_pow)))\n", + "lag_factor25 = np.divide(np.power(t,lag_pow),np.add(np.power(t,lag_pow),np.power(25*comp,lag_pow)))\n", + "lag_factor50 = np.divide(np.power(t,lag_pow),np.add(np.power(t,lag_pow),np.power(50*comp,lag_pow)))\n", + "lag_factor100 = np.divide(np.power(t,lag_pow),np.add(np.power(t,lag_pow),np.power(100*comp,lag_pow)))\n", + "\n", + "fig = plt.figure(figsize=[5,4], dpi=300)\n", + "plt.plot(t,lag_factor0,lw=2,color='r')\n", + "plt.plot(t,lag_factor25,lw=2,color='b')\n", + "plt.plot(t,lag_factor50,lw=2,color='g')\n", + "plt.plot(t,lag_factor100,lw=2,color='k')\n", + "plt.xlabel(\"Time [a.u.]\")\n", + "plt.ylabel(\"Lag factor\")\n", + "plt.legend(('0','25','50','100'),loc='lower right')\n", + "plt.show()\n", + "\n", + "outfile = '../figs/20210819lag.pdf'\n", + "fig.savefig(outfile,format='pdf',frameon='false',dpi=300,bbox_inches='tight')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "#### Based on scripts for the paper Piccardi et al. (2019) PNAS\n", + "#### Available here https://gitlab.com/eccemic/facilitation2019\n", + "\n", + "def f_monod(s,K,r):\n", + " ###### Monod function f = rs/(s+K)\n", + " # INPUT \n", + " # s substrate concentration\n", + " # K half-saturation of growth effect\n", + " # r max growth rate \n", + " \n", + " f_num = np.multiply(s,r)\n", + " f_den = np.add(s,K)\n", + " ftemp = np.divide(f_num,f_den) # i.e. element-wise, f = rs/(s+K)\n", + " return ftemp\n", + "\n", + "def f_Hill(s,K,r,h):\n", + " ###### Hill function f = rs^h/(s^h+K^h)\n", + " # INPUT \n", + " # s substrate concentration\n", + " # K half-saturation of growth effect\n", + " # r max growth rate \n", + " # h Hill coefficient\n", + " \n", + " spowh = np.power(s,h)\n", + " Kpowh = np.power(K,h)\n", + " f_num = np.multiply(spowh,r) # Numerator: r*s^h\n", + " f_den = np.add(spowh,Kpowh) # Denominator: s^h+K^h\n", + " ftemp = np.divide(f_num,f_den)\n", + " return ftemp\n", + "\n", + "def f_mech(t,x,args): # Functional response, applies only to abundances in x[:-2]\n", + " #### x is (n+4) length vector of abundances of n species\n", + " ## 4 compound concentrations in last 4 positions\n", + " r1max = args[\"r1\"] # Max growth effect of compound 1\n", + " r2max = args[\"r2\"] # Max growth effect of compound 2\n", + " r4max = args[\"r4\"] # Max growth effect of compound 4\n", + " Kc1 = args[\"Kc1\"] # Half-max effect of compound 1\n", + " Kc2 = args[\"Kc2\"] # Half-max effect of compound 2\n", + " Kc4 = args[\"Kc4\"] # Half-max effect of compound 4\n", + " Yinv1 = args[\"Y1\"] # Compound 1 Yield [say gram of biomass per mol of nutrient]\n", + " Yinv2 = args[\"Y2\"] # Compound 2 Yield [say gram of biomass per mol of nutrient]\n", + " Yinv4 = args[\"Y4\"] # Compound 4 Yield [say gram of biomass per mol of nutrient]\n", + " kprod3 = args[\"kprod3\"] # Production rate of inhibitory compound 3\n", + " kprod4 = args[\"kprod4\"] # Production rate of feeding compound 4\n", + " kupt = args[\"kup\"] # Passive uptake rate of inhibitory compound 3\n", + " lagc1 = args[\"lc1\"] # Length of lag phase when growing on compound 2 due to compound 1\n", + " lagc3 = args[\"lc3\"] # Length of lag phase when growing on compound 2 due to compound 3\n", + " lagp = args[\"lp\"] # Power factor for lag phase\n", + "\n", + " x_spec = x[:-4]\n", + " c_comp1 = x[-4]\n", + " c_comp2 = x[-3]\n", + " c_comp3 = x[-2]\n", + " c_comp4 = x[-1]\n", + "\n", + " \n", + " t_eps=t+0.00001\n", + " \n", + " # Prelims\n", + " f_growth1 = f_monod(c_comp1,Kc1,r1max)\n", + " f_growth2 = f_monod(c_comp2,Kc2,r2max)\n", + " f_growth4 = f_monod(c_comp4,Kc4,r4max)\n", + " f_lag_c1 = np.divide(np.power(t,lagp),\n", + " np.add(np.power(t_eps,lagp),np.power(np.multiply(lagc1,c_comp1),lagp)))\n", + " f_lag_c3 = np.divide(np.power(t,lagp),\n", + " np.add(np.power(t_eps,lagp),np.power(np.multiply(lagc3,c_comp3),lagp)))\n", + " \n", + " Ns = len(x_spec)\n", + " # Change in x due to growth through 3 nutrient compounds and one inhibitory compound \n", + " # which delays growth\n", + " dS_grow1 = np.multiply(f_growth1,x_spec) # Growth rc/(c+Kc)*x on comp 1\n", + " dS_grow2 = np.multiply(f_growth2,x_spec) # Growth rc/(c+Kc)*x on comp 2\n", + " dS_grow4 = np.multiply(f_growth4,x_spec) # Growth rc/(c+Kc)*x on comp 4\n", + " dS_lagc1 = f_lag_c1\n", + " dS_lagc3 = f_lag_c3\n", + "\n", + " dC_comp1 = -1.0*np.dot(Yinv1, dS_grow1)\n", + " dC_comp2 = -1.0*np.multiply(np.multiply(np.dot(Yinv2, dS_grow2), dS_lagc1), dS_lagc3)\n", + " # lag only affects compound 2 uptake when \n", + " # either compound 1 or compound 3 are present\n", + " dC_comp3 = -1.0*np.dot(kupt,np.multiply(c_comp3,x_spec)) + np.dot(kprod3,x_spec) \n", + " # passively taken up and/or produced\n", + " dC_comp4 = np.add(-1.0*np.dot(Yinv4, dS_grow4), np.dot(kprod4,x_spec)) # produced and consumed\n", + " \n", + " # Assemble state vector\n", + " dS = np.add(np.add(dS_grow1, np.multiply(np.multiply(dS_grow2, dS_lagc1),dS_lagc3)), dS_grow4)\n", + " dX = np.append(np.append(np.append(np.append(dS,dC_comp1),dC_comp2), dC_comp3), dC_comp4)\n", + " return dX\n", + "\n", + "def jac_df(s,K,r): # df_Monod(s)/ds = rK/(s+K)^2\n", + " df_numer = np.multiply(r,K)\n", + " df_denom = np.power(np.add(s,K),2.0)\n", + " return np.divide(df_numer,df_denom)\n", + "\n", + "def jac_df_Hill(s,K,r,h): # df_Hill(s)/ds = rK^h*hs^(h-1)/(s^h+K^h)^2 \n", + " spowh = np.power(s,h)\n", + " Kpowh = np.power(K,h)\n", + "\n", + " df_numer = h*np.multiply(r,Kpowh)*np.power(s,h-1.0)\n", + " df_denom = np.power(np.add(spowh,Kpowh),2.0)\n", + " return np.divide(df_numer,df_denom)\n", + "\n", + "def jac_df_lag(t,l,c,p): # df_lag(c)/dc = -p (tl)^p c^(p-1)/((lc)^p+t^p)^2\n", + " tpowp = np.power(t,p)\n", + " lpowp = np.power(l,p)\n", + "\n", + " df_numer = -1.0*np.multiply(np.multiply(np.multiply(p,tpowp),lpowp),np.power(c,p-1))\n", + " df_denom = np.power(np.add(np.multiply(lpowp,np.power(c,p)),tpowp),2.0)\n", + " return np.divide(df_numer,df_denom)\n", + "\n", + "def jac_mech(t, x, args):\n", + " r1max = args[\"r1\"] # Max growth effect of compound 1\n", + " r2max = args[\"r2\"] # Max mortality of compound 2\n", + " r4max = args[\"r4\"] # Max growth effect of compound 1\n", + " Kc1 = args[\"Kc1\"] # Half-max effect of compound 1\n", + " Kc2 = args[\"Kc2\"] # Half-max effect of compound 2\n", + " Kc4 = args[\"Kc4\"] # Half-max effect of compound 1\n", + " Yinv1 = args[\"Y1\"] # Compound Yield [say gram of biomass per mol of nutrient]\n", + " Yinv2 = args[\"Y2\"] # Compound Yield [say gram of biomass per mol of nutrient]\n", + " Yinv4 = args[\"Y4\"] # Compound Yield [say gram of biomass per mol of nutrient]\n", + " kprod3 = args[\"kprod3\"] # Production rate of inhibitory compound 3\n", + " kprod4 = args[\"kprod4\"] # Production rate of feeding compound 4\n", + " kupt = args[\"kup\"] # Passive uptake rate of inhibitory compound 3\n", + " lagc1 = args[\"lc1\"] # Length of lag phase\n", + " lagc3 = args[\"lc3\"] # Length of lag phase\n", + " lagp = args[\"lp\"] # Power factor for lag phase\n", + "\n", + " x_spec = x[:-4]\n", + " c_comp1 = x[-4]\n", + " c_comp2 = x[-3]\n", + " c_comp3 = x[-2]\n", + " c_comp4 = x[-1]\n", + " \n", + " t_eps=t+0.00001\n", + " \n", + " #### Prelims\n", + " f_growth1 = f_monod(c_comp1,Kc1,r1max)\n", + " f_growth2 = f_monod(c_comp2,Kc2,r2max)\n", + " f_growth4 = f_monod(c_comp4,Kc4,r4max)\n", + " f_lag_c1 = np.divide(np.power(t,lagp),\n", + " np.add(np.power(t_eps,lagp),np.power(np.multiply(lagc1,c_comp1),lagp)))\n", + " f_lag_c3 = np.divide(np.power(t,lagp),\n", + " np.add(np.power(t_eps,lagp),np.power(np.multiply(lagc3,c_comp3),lagp)))\n", + " Ns = len(x_spec)\n", + " \n", + " #### Compute partial derivatives wrt species abundance x and compoundconcs n1 and n2\n", + " # Effect on species dynamics: per-capita functional response\n", + " # dfdS = np.subtract(f_growth,f_monod(c_tox,Kt,mmax)) \n", + " dSdS = np.add(np.add(f_growth1, np.multiply(np.multiply(f_growth2,f_lag_c1),f_lag_c3), f_growth4))\n", + " dSdC1 = np.multiply(np.add(jac_df(c_comp1,Kc1,r1max)),\n", + " np.multiply(np.multiply(f_growth2,jac_df_lag(t,lagc1,c_comp1,lagp)),f_lag_c3),\n", + " x_spec) ## Check np.add term!\n", + " dSdC2 = np.multiply(np.multiply(np.multiply(jac_df(c_comp2,Kc2,r2max),x_spec),f_lag_c1),f_lag_c3)\n", + " dSdC3 = np.multiply(np.multiply(np.multiply(f_growth2,jac_df_lag(t,lagc3,c_comp3,lagp)),f_lag_c1),x_spec)\n", + " dSdC4 = np.multiply(jac_df(c_comp4,Kc4,r4max),x_spec)\n", + " \n", + " # Effect on compound1 dynamics\n", + " dC1dS = -1.0*np.multiply(Yinv1,f_growth1) # Compound 1 conc wrt species growth\n", + " dC1dC1 = -1.0*np.dot(Yinv1,jac_df(c_comp1,Kc1,r1max)) # Compound conc 1 wrt nutrients \n", + " dC1dC2 = 0.0\n", + " dC1dC3 = 0.0\n", + " dC1dC4 = 0.0\n", + "\n", + " # Effect on compound 2 dynamics\n", + " dC2dS = -1.0*np.multiply(np.multiply(np.multiply(Yinv2,f_growth2),f_lag_c1),f_lag_c3) \n", + " dC2dC1 = -1.0*np.multiply(np.multiply(np.multiply(np.multiply(Yinv2,f_growth2),f_lag_c3),\n", + " jac_df_lag(t,lagc1,c_comp1,lagp)),x_spec)\n", + " dC2dC2 = -1.0*np.dot(Yinv2,dSdC2)\n", + " dC2dC3 = -1.0*np.multiply(np.multiply(np.multiply(np.multiply(Yinv2,f_growth2),f_lag_c1),\n", + " jac_df_lag(t,lagc3,c_comp3,lagp)),x_spec)\n", + " dC2dC4 = 0.0\n", + "\n", + " # Compound 3 does not change in concentration\n", + " dC3dS = -kupt*c_comp3 + kprod3\n", + " dC3dC1 = 0.0 \n", + " dC3dC2 = 0.0 \n", + " dC3dC3 = -kupt*x_spec\n", + " dC3dC4 = 0.0\n", + " \n", + " # Effect on useful compound 4 dynamics\n", + " dC4dS = np.add(-1.0*np.multiply(Yinv4,f_growth4),kprod4)\n", + " dC4dC1 = 0.0 \n", + " dC4dC2 = 0.0\n", + " dC4dC3 = 0.0\n", + " dC4dC4 = -1.0*np.dot(Yinv4,dSdC4)\n", + "\n", + " # Assemble Jacobian from partial derivatives\n", + " dS = np.transpose(np.vstack((np.diag(dSdS),dSdC1,dSdC2,dSdC3,dSdC4)))\n", + " dC1 = np.append(np.append(np.append(np.append(dC1dS,dC1dC1),dC1dC2),dC1dC3),dC1dC4)\n", + " dC2 = np.append(np.append(np.append(np.append(dC2dS,dC2dC1),dC2dC2),dC2dC3),dC2dC4)\n", + " dC3 = np.append(np.append(np.append(np.append(dC3dS,dC3dC1),dC3dC2),dC3dC3),dC3dC4)\n", + " dC4 = np.append(np.append(np.append(np.append(dC4dS,dC4dC1),dC4dC2),dC4dC3),dC4dC4)\n", + " J_out = np.vstack((dS,dC1,dC2,dC3,dC4))\n", + " return J_out\n", + "\n", + "def computeODE(N, t0, T, y0, pars_dict):\n", + " Nspec = len(y0)\n", + " x = integr.ode(f_mech,jac_mech).set_integrator('dopri5')\n", + " xout = np.zeros([N+1,Nspec])\n", + " xout[0,:] = y0\n", + "\n", + " x.set_initial_value(y0,t0).set_f_params(pars_dict).set_jac_params(pars_dict)\n", + " dt = (T-t0)/N\n", + " t = np.linspace(t0,T,N+1)\n", + " idx_temp = 0\n", + "\n", + " while x.successful() and idx_temp3:\n", + " axtmp.plot(tplot,x_conc[:,3],ls='dashdot',lw=2,color='green')\n", + " if legendtup:\n", + " axtmp.legend(legendtup,loc='upper right') \n", + " axtmp.set(xlabel=\"Time [a.u.]\",ylabel=\"Abundance/conc. [a.u.]\", title=title_text)\n", + " return axtmp" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "def draw_subplot_nolab(axtmp,tplot,xplot,legendtup,title_text,sp_color,num_C):\n", + " x_spec = xplot[:,:-4]\n", + " x_conc = xplot[:,-4:]\n", + " axtmp.plot(tplot,x_spec,lw=2,color=sp_color)\n", + " axtmp.plot(tplot,x_conc[:,0],ls='dashed',lw=2,color='k')\n", + " axtmp.plot(tplot,x_conc[:,1],ls='dotted',lw=2,color='k')\n", + " axtmp.plot(tplot,x_conc[:,2],ls='dashdot',lw=2,color='gray')\n", + " if num_C>3:\n", + " axtmp.plot(tplot,x_conc[:,3],ls='dashdot',lw=2,color='green')\n", + " if legendtup:\n", + " axtmp.legend(legendtup,loc='upper right')\n", + " axtmp.set(xlabel=\"\",ylabel=\"\", title=title_text)\n", + " return axtmp" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "def simulateGrowth(pars_s1, pars_s2, nc0, x0, C, t0, t_end):\n", + " #### Plot quartet\n", + " tplot, xplots1 = computeODE(C, t0, t_end, np.hstack((x0[0],x0[1:])), pars_s1)\n", + " x_conc_s1 = xplots1[:,-4:]\n", + " tplot, xplots2_nc = computeODE(C, t0, t_end, np.hstack((x0[0],nc0)), pars_s2)\n", + " tplot, xplots2 = computeODE(C, t0, t_end, np.hstack((x0[0],x0[1:])), pars_s2)\n", + " tplot, xplots2_sp1 = computeODE(C, t0, t_end, np.hstack((x0[0],0.5*x_conc_s1[-1,:]+nc0)), pars_s2)\n", + " tplot, xplots2_sp2 = computeODE(C, t0, t_end, np.hstack((x0[0],x_conc_s1[-1,:])), pars_s2)\n", + " tplot, xplots2_sp3 = computeODE(C, t0, t_end, np.hstack((x0[0],0.5*x_conc_s1[-1,:]+c0)), pars_s2)\n", + " #tplot, xplots2_sp4 = computeODE(C, t0, t_end, np.hstack((x0[0],0.5*x_conc_s1[-1,:]+c0-nc0)), pars_s2)\n", + " \n", + " return [tplot, xplots1, xplots2_nc, xplots2, xplots2_sp1, xplots2_sp2, xplots2_sp3]#, xplots2_sp4]" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "def plotCurves(curves,num_C,outfile):\n", + " #### Plot quartet\n", + " fig, ax = plt.subplots(nrows=1, ncols=6, sharex='col', sharey='row', dpi=300, figsize=(12,2))\n", + " legendtup_s1 = (r'$S_1$',r'$C_1$',r'$C_2$',r'$C_3$',r'$C_4$')\n", + " legendtup_s2 = (r'$S_2$',r'$C_1$',r'$C_2$',r'$C_3$',r'$C_4$')\n", + " no_legend = \"\"\n", + " \n", + " ax[0].set_ylim(-1, 18)\n", + " title_text = r\"$S_1$ in MM\"\n", + " draw_subplot(ax[0], curves[0], curves[1], legendtup_s1, title_text, 'b',num_C)\n", + " title_text=r\"$S_2$ in NC (A)\"\n", + " draw_subplot(ax[1], curves[0], curves[2], legendtup_s2, title_text, 'r',num_C)\n", + " title_text=r\"$S_2$ in MM (B)\"\n", + " draw_subplot(ax[2], curves[0], curves[3], no_legend, title_text, 'r',num_C)\n", + " title_text=r\"$S_2$ in 0.5\" \"\\n\" r\"spent of $S_1$\" \"\\n\" r\"+ NC (C)\"\n", + " draw_subplot(ax[3], curves[0], curves[4], no_legend, title_text, 'r',num_C)\n", + " title_text=r\"$S_2$ in\" \"\\n\" r\"spent of $S_1$ (D)\"\n", + " draw_subplot(ax[4], curves[0], curves[5], no_legend, title_text, 'r',num_C)\n", + " title_text=r\"$S_2$ in 0.5\" \"\\n\" r\"spent of $S_1$\" \"\\n\" r\"+ MM (E)\"\n", + " draw_subplot(ax[5], curves[0], curves[6], no_legend, title_text, 'r',num_C)\n", + " #title_text=r\"$S_2$ in 0.5\" \"\\n\" r\"spent of $S_1$\" \"\\n\" r\"+ carbon\" \"\\n\" r\"sources\"\n", + " #draw_subplot(ax[6], curves[0], curves[7], no_legend, title_text, 'r',num_C)\n", + "\n", + " plt.show()\n", + "\n", + " fig.savefig(outfile,format='pdf',dpi=300,bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [], + "source": [ + "def plotAllCurves(curvesEC, curvesEC_IC, curvesEC_CF, curvesEC_CD, \n", + " curvesNS, curvesNS_IC, curvesNS_CF, curvesNS_CD, outfile):\n", + " #### Plot quartet\n", + " fig, ax = plt.subplots(nrows=8, ncols=6, sharex='col', sharey='row', dpi=300, figsize=(12,15))\n", + " \n", + " ax[0,0].set_ylim(-1, 18) \n", + " num_C=3\n", + " legendtup_s1 = (r'$S_1$',r'$C_1$',r'$C_2$',r'$C_3$')\n", + " legendtup_s2 = (r'$S_2$',r'$C_1$',r'$C_2$',r'$C_3$')\n", + " no_legend = \"\"\n", + "\n", + " title_text = r\"$S_1$ in MM\"\n", + " draw_subplot_nolab(ax[0,0], curvesEC[0], curvesEC[1], legendtup_s1, title_text, 'b', num_C)\n", + " title_text=r\"$S_2$ in NC (A)\"\n", + " draw_subplot_nolab(ax[0,1], curvesEC[0], curvesEC[2], legendtup_s2, title_text, 'r', num_C)\n", + " title_text=r\"$S_2$ in MM (B)\"\n", + " draw_subplot_nolab(ax[0,2], curvesEC[0], curvesEC[3], no_legend, title_text, 'r', num_C)\n", + " title_text=r\"$S_2$ in 0.5\" \"\\n\" r\"spent of $S_1$\" \"\\n\" r\"+ NC (C)\"\n", + " draw_subplot_nolab(ax[0,3], curvesEC[0], curvesEC[4], no_legend, title_text, 'r', num_C)\n", + " title_text=r\"$S_2$ in\" \"\\n\" r\"spent of $S_1$ (D)\"\n", + " draw_subplot_nolab(ax[0,4], curvesEC[0], curvesEC[5], no_legend, title_text, 'r', num_C)\n", + " title_text=r\"$S_2$ in 0.5\" \"\\n\" r\"spent of $S_1$\" \"\\n\" r\"+ MM (E)\"\n", + " draw_subplot_nolab(ax[0,5], curvesEC[0], curvesEC[6], no_legend, title_text, 'r', num_C)\n", + " #title_text=r\"$S_2$ in 0.5\" \"\\n\" r\"spent of $S_1$\" \"\\n\" r\"+ carbon\" \"\\n\" r\"sources\"\n", + " #draw_subplot_nolab(ax[0,6], curvesEC[0], curvesEC[7], no_legend, title_text, 'r', num_C)\n", + " \n", + " title_text=\"\"\n", + " \n", + " ax[1,0].set_ylim(-1, 18) \n", + " legendtup_s1 = (r'$S_1$',r'$C_1$',r'$C_2$',r'$C_3$',r'$C_4$')\n", + " legendtup_s2 = (r'$S_2$',r'$C_1$',r'$C_2$',r'$C_3$',r'$C_4$')\n", + " draw_subplot_nolab(ax[1,0], curvesEC_IC[0], curvesEC_IC[1], legendtup_s1, title_text, 'b', num_C)\n", + " draw_subplot_nolab(ax[1,1], curvesEC_IC[0], curvesEC_IC[2], legendtup_s2, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[1,2], curvesEC_IC[0], curvesEC_IC[3], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[1,3], curvesEC_IC[0], curvesEC_IC[4], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[1,4], curvesEC_IC[0], curvesEC_IC[5], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[1,5], curvesEC_IC[0], curvesEC_IC[6], no_legend, title_text, 'r', num_C)\n", + " #draw_subplot_nolab(ax[1,6], curvesEC_IC[0], curvesEC_IC[7], no_legend, title_text, 'r', num_C)\n", + " \n", + " num_C=4\n", + " ax[2,0].set_ylim(-1, 18) \n", + " legendtup_s1 = (r'$S_1$',r'$C_1$',r'$C_2$',r'$C_3$',r'$C_4$')\n", + " legendtup_s2 = (r'$S_2$',r'$C_1$',r'$C_2$',r'$C_3$',r'$C_4$')\n", + " draw_subplot_nolab(ax[2,0], curvesEC_CF[0], curvesEC_CF[1], legendtup_s1, title_text, 'b', num_C)\n", + " draw_subplot_nolab(ax[2,1], curvesEC_CF[0], curvesEC_CF[2], legendtup_s2, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[2,2], curvesEC_CF[0], curvesEC_CF[3], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[2,3], curvesEC_CF[0], curvesEC_CF[4], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[2,4], curvesEC_CF[0], curvesEC_CF[5], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[2,5], curvesEC_CF[0], curvesEC_CF[6], no_legend, title_text, 'r', num_C)\n", + " #draw_subplot_nolab(ax[1,6], curvesEC_IC[0], curvesEC_IC[7], no_legend, title_text, 'r', num_C)\n", + " \n", + " num_C=3\n", + " ax[3,0].set_ylim(-1, 18) \n", + " legendtup_s1 = (r'$S_1$',r'$C_1$',r'$C_2$',r'$C_3$',r'$C_4$')\n", + " legendtup_s2 = (r'$S_2$',r'$C_1$',r'$C_2$',r'$C_3$',r'$C_4$')\n", + " draw_subplot_nolab(ax[3,0], curvesEC_CD[0], curvesEC_CD[1], legendtup_s1, title_text, 'b', num_C)\n", + " draw_subplot_nolab(ax[3,1], curvesEC_CD[0], curvesEC_CD[2], legendtup_s2, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[3,2], curvesEC_CD[0], curvesEC_CD[3], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[3,3], curvesEC_CD[0], curvesEC_CD[4], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[3,4], curvesEC_CD[0], curvesEC_CD[5], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[3,5], curvesEC_CD[0], curvesEC_CD[6], no_legend, title_text, 'r', num_C)\n", + " #draw_subplot_nolab(ax[1,6], curvesEC_IC[0], curvesEC_IC[7], no_legend, title_text, 'r', num_C)\n", + " \n", + " ax[4,0].set_ylim(-1, 18) \n", + " legendtup_s1 = (r'$S_1$',r'$C_1$',r'$C_2$',r'$C_3$')\n", + " legendtup_s2 = (r'$S_2$',r'$C_1$',r'$C_2$',r'$C_3$')\n", + " draw_subplot_nolab(ax[4,0], curvesNS[0], curvesNS[1], legendtup_s1, title_text, 'b', num_C)\n", + " draw_subplot_nolab(ax[4,1], curvesNS[0], curvesNS[2], legendtup_s2, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[4,2], curvesNS[0], curvesNS[3], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[4,3], curvesNS[0], curvesNS[4], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[4,4], curvesNS[0], curvesNS[5], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[4,5], curvesNS[0], curvesNS[6], no_legend, title_text, 'r', num_C)\n", + " #draw_subplot_nolab(ax[2,6], curvesNS[0], curvesNS[7], no_legend, title_text, 'r', num_C)\n", + " \n", + " ax[5,0].set_ylim(-1, 18) \n", + " legendtup_s1 = (r'$S_1$',r'$C_1$',r'$C_2$',r'$C_3$',r'$C_4$')\n", + " legendtup_s2 = (r'$S_2$',r'$C_1$',r'$C_2$',r'$C_3$',r'$C_4$')\n", + " draw_subplot_nolab(ax[5,0], curvesNS_IC[0], curvesNS_IC[1], legendtup_s1, title_text, 'b', num_C)\n", + " draw_subplot_nolab(ax[5,1], curvesNS_IC[0], curvesNS_IC[2], legendtup_s2, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[5,2], curvesNS_IC[0], curvesNS_IC[3], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[5,3], curvesNS_IC[0], curvesNS_IC[4], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[5,4], curvesNS_IC[0], curvesNS_IC[5], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[5,5], curvesNS_IC[0], curvesNS_IC[6], no_legend, title_text, 'r', num_C)\n", + " #draw_subplot_nolab(ax[5,6], curvesNS_CF[0], curvesNS_CF[7], no_legend, title_text, 'r', num_C)\n", + " \n", + " num_C=4\n", + " ax[6,0].set_ylim(-1, 18) \n", + " legendtup_s1 = (r'$S_1$',r'$C_1$',r'$C_2$',r'$C_3$',r'$C_4$')\n", + " legendtup_s2 = (r'$S_2$',r'$C_1$',r'$C_2$',r'$C_3$',r'$C_4$')\n", + " draw_subplot_nolab(ax[6,0], curvesNS_CF[0], curvesNS_CF[1], legendtup_s1, title_text, 'b', num_C)\n", + " draw_subplot_nolab(ax[6,1], curvesNS_CF[0], curvesNS_CF[2], legendtup_s2, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[6,2], curvesNS_CF[0], curvesNS_CF[3], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[6,3], curvesNS_CF[0], curvesNS_CF[4], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[6,4], curvesNS_CF[0], curvesNS_CF[5], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[6,5], curvesNS_CF[0], curvesNS_CF[6], no_legend, title_text, 'r', num_C)\n", + " #draw_subplot_nolab(ax[3,6], curvesNS_CF[0], curvesNS_CF[7], no_legend, title_text, 'r', num_C)\n", + "\n", + " num_C=3\n", + " ax[7,0].set_ylim(-1, 18) \n", + " draw_subplot_nolab(ax[7,0], curvesNS_CD[0], curvesNS_CD[1], legendtup_s1, title_text, 'b', num_C)\n", + " draw_subplot_nolab(ax[7,1], curvesNS_CD[0], curvesNS_CD[2], legendtup_s2, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[7,2], curvesNS_CD[0], curvesNS_CD[3], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[7,3], curvesNS_CD[0], curvesNS_CD[4], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[7,4], curvesNS_CD[0], curvesNS_CD[5], no_legend, title_text, 'r', num_C)\n", + " draw_subplot_nolab(ax[7,5], curvesNS_CD[0], curvesNS_CD[6], no_legend, title_text, 'r', num_C)\n", + " #draw_subplot_nolab(ax[4,6], curvesNS_CD[0], curvesNS_CD[7], no_legend, title_text, 'r', num_C)\n", + "\n", + " plt.show()\n", + "\n", + " fig.savefig(outfile,format='pdf',dpi=300,bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "def getRelativeAUC(curves):\n", + " A=sum(curves[2][:,0]) # S2 in NC\n", + " B=sum(curves[3][:,0]) # S2 in MM\n", + " C=sum(curves[4][:,0]) # S2 in 0.5sp + NC\n", + " D=sum(curves[5][:,0]) # S2 in sp\n", + " E=sum(curves[6][:,0]) # S2 in 0.5sp + MM\n", + " #F=sum(curves[7][:,0]) # S2 in 0.5sp + MM - NC\n", + "\n", + " return [(C-A)/(B-A), (D-A)/(B-A), (E-A)/(B-A)]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [], + "source": [ + "#### Global settings\n", + "N = 500\n", + "t0 = 0.0\n", + "t_end = 500.0 # Days\n", + "\n", + "c3_0=2.0 # If environment is benign set to 0, otherwise to 2\n", + "Nspec = 1\n", + "x0s = [1.0] # Initial biomass\n", + "c0 = [1.0,1.0,c3_0,0.0] # Conc of compound 1 and 2 (nutrients) and 3 (inhibitory, taken up by sp1)\n", + "nc0 = [0.0,0.0,c3_0,0.0] # Non-carbonic medium\n", + "x0 = np.hstack((x0s,c0))\n", + "\n", + "# Global constant\n", + "lp = 2\n", + "\n", + "# Species 1\n", + "r11 = 0.1 # Max growth effect of compound 1\n", + "r12 = 0.0 # Max growth effect of compound 2\n", + "r14 = 0.0 # Max growth effect of compound 4\n", + "Kc11 = 1.0 # Half-max effect of compound 1\n", + "Kc12 = 1.0 # Half-max effect of compound 2\n", + "Kc14 = 1.0 # Half-max effect of compound 4\n", + "Y11 = 0.1 # Compound 1 Yield [say gram of biomass per mol of nutrient]\n", + "Y12 = 0.1 # Compound 2 Yield [say gram of biomass per mol of nutrient]\n", + "Y14 = 0.1 # Compound 4 Yield [say gram of biomass per mol of nutrient]\n", + "lc11 = 0 # How much the concentration of compound 1 affects lag phase\n", + "lc13 = 0 # How much the concentration of compound 3 affects lag phase\n", + "\n", + "# Species 2\n", + "Kc21 = Kc11\n", + "Kc22 = Kc12\n", + "Kc24 = Kc14\n", + "Y21 = Y11\n", + "Y22 = Y12\n", + "Y24 = Y14\n", + "lc21 = 0 # How much the concentration of nutrient 1 affects lag phase\n", + "kpr23 = 0.0 # Passive production of inhibitory compound 3\n", + "kpr24 = 0.0 # Passive production of feeding compound 4\n", + "kup23 = 0.0 # Passive uptake of compound 3\n", + "\n", + "# Whether compound 3 prolongs the lag phase\n", + "lc23 = 200 # How much the concentration of compound 2 affects lag phase\n" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": {}, + "outputs": [], + "source": [ + "#### Exploitative competition\n", + "\n", + "# Parameters for species 1 (first number) related to compounds (second number)\n", + "r11 = 0.0 # Max growth effect of compound 1\n", + "r12 = 0.1 # Max growth effect of compound 2\n", + "kpr13 = 0 # Passive production of compound 3\n", + "kpr14 = 0 # Passive production of compound 4\n", + "kup13 = 0 # Passive uptake of compound 3\n", + "\n", + "pars_s1 = {'r1':r11,'r2':r12,'r4':r14,'Kc1':Kc11,'Kc2':Kc12,'Kc4':Kc14,\n", + " 'Y1':Y11,'Y2':Y12,'Y4':Y14,'kprod3':kpr13,'kprod4':kpr14,'kup':kup13,\n", + " 'lc1':lc11,'lc3':lc13,'lp':lp}\n", + "\n", + "# Parameters for species 2 (first number) related to compounds (second number)\n", + "r21 = 0.0 # Max growth effect of compound 1 on species 1\n", + "r22 = 0.1 # Max growth effect of compound 2 on species 1\n", + "r24 = 0.0 # Max growth effect of compound 4\n", + "\n", + "pars_s2 = {'r1':r21,'r2':r22,'r4':r24,'Kc1':Kc21,'Kc2':Kc22,'Kc4':Kc24,\n", + " 'Y1':Y21,'Y2':Y22,'Y4':Y24,'kprod3':kpr23,'kprod4':kpr24,'kup':kup23,\n", + " 'lc1':lc21,'lc3':lc23,'lp':lp}\n", + "\n", + "curvesEC=simulateGrowth(pars_s1,pars_s2,nc0,x0,N,t0,t_end)\n", + "#plotCurves(curvesEC,3,'../figs/20211127EC.pdf')\n", + "relativeCDE_EC = getRelativeAUC(curvesEC)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [], + "source": [ + "#### Exploitative competition + interference competition\n", + "\n", + "# Parameters for species 1 (first number) related to compounds (second number)\n", + "r11 = 0.0 # Max growth effect of compound 1\n", + "r12 = 0.1 # Max growth effect of compound 2\n", + "kpr13 = 0.0005 # Passive production of compound 3\n", + "kpr14 = 0 # Passive production of compound 4\n", + "kup13 = 0 # Passive uptake of compound 3\n", + "\n", + "pars_s1 = {'r1':r11,'r2':r12,'r4':r14,'Kc1':Kc11,'Kc2':Kc12,'Kc4':Kc14,\n", + " 'Y1':Y11,'Y2':Y12,'Y4':Y14,'kprod3':kpr13,'kprod4':kpr14,'kup':kup13,\n", + " 'lc1':lc11,'lc3':lc13,'lp':lp}\n", + "\n", + "# Parameters for species 2 (first number) related to compounds (second number)\n", + "r21 = 0.0 # Max growth effect of compound 1 on species 1\n", + "r22 = 0.1 # Max growth effect of compound 2 on species 1\n", + "r24 = 0.0 # Max growth effect of compound 4\n", + "\n", + "pars_s2 = {'r1':r21,'r2':r22,'r4':r24,'Kc1':Kc21,'Kc2':Kc22,'Kc4':Kc24,\n", + " 'Y1':Y21,'Y2':Y22,'Y4':Y24,'kprod3':kpr23,'kprod4':kpr24,'kup':kup23,\n", + " 'lc1':lc21,'lc3':lc23,'lp':lp}\n", + "\n", + "curvesEC_IC=simulateGrowth(pars_s1,pars_s2,nc0,x0,N,t0,t_end)\n", + "#plotCurves(curvesEC_IC,4,'../figs/20211129EC+IC.pdf')\n", + "relativeCDE_EC_IC = getRelativeAUC(curvesEC_IC)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#### Exploitative competition + crossfeeding\n", + "\n", + "# Parameters for species 1 (first number) related to compounds (second number)\n", + "r11 = 0.0\n", + "r12 = 0.1\n", + "kpr13 = 0 # Passive production of compound 3\n", + "kpr14 = 0.00005 # Passive production of compound 4\n", + "kup13 = 0 # Passive uptake of compound 3\n", + "\n", + "pars_s1 = {'r1':r11,'r2':r12,'r4':r14,'Kc1':Kc11,'Kc2':Kc12,'Kc4':Kc14,\n", + " 'Y1':Y11,'Y2':Y12,'Y4':Y14,'kprod3':kpr13,'kprod4':kpr14,'kup':kup13,\n", + " 'lc1':lc11,'lc3':lc13,'lp':lp}\n", + "\n", + "# Parameters for species 2 (first number) related to compounds (second number)\n", + "r21 = 0.0 # Max growth effect of compound 1\n", + "r22 = 0.1 # Max growth effect of compound 2\n", + "r24 = 0.1 # Max growth effect of compound 4\n", + "\n", + "pars_s2 = {'r1':r21,'r2':r22,'r4':r24,'Kc1':Kc21,'Kc2':Kc22,'Kc4':Kc24,\n", + " 'Y1':Y21,'Y2':Y22,'Y4':Y24,'kprod3':kpr23,'kprod4':kpr24,'kup':kup23,\n", + " 'lc1':lc21,'lc3':lc23,'lp':lp}\n", + "\n", + "curvesEC_CF=simulateGrowth(pars_s1,pars_s2,nc0,x0,N,t0,t_end)\n", + "plotCurves(curvesEC_CF,4,'../figs/20211129EC+CF.pdf')\n", + "relativeCDE_EC_CF = getRelativeAUC(curvesEC_CF)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#### Exploitative competition + crossdetoxification\n", + "\n", + "# Parameters for species 1 (first number) related to compounds (second number)\n", + "r11 = 0.0\n", + "r12 = 0.1\n", + "kpr13 = 0 # Passive production of compound 3\n", + "kpr14 = 0 # Passive production of compound 4\n", + "kup13 = 0.0001 # Passive uptake of compound 3\n", + "\n", + "pars_s1 = {'r1':r11,'r2':r12,'r4':r14,'Kc1':Kc11,'Kc2':Kc12,'Kc4':Kc14,\n", + " 'Y1':Y11,'Y2':Y12,'Y4':Y14,'kprod3':kpr13,'kprod4':kpr14,'kup':kup13,\n", + " 'lc1':lc11,'lc3':lc13,'lp':lp}\n", + "\n", + "# Parameters for species 2 (first number) related to compounds (second number)\n", + "r21 = 0.0 # Max growth effect of compound 1\n", + "r22 = 0.1 # Max growth effect of compound 2\n", + "r24 = 0 # Max growth effect of compound 4\n", + "\n", + "pars_s2 = {'r1':r21,'r2':r22,'r4':r24,'Kc1':Kc21,'Kc2':Kc22,'Kc4':Kc24,\n", + " 'Y1':Y21,'Y2':Y22,'Y4':Y24,'kprod3':kpr23,'kprod4':kpr24,'kup':kup23,\n", + " 'lc1':lc21,'lc3':lc23,'lp':lp}\n", + "\n", + "curvesEC_CD=simulateGrowth(pars_s1,pars_s2,nc0,x0,N,t0,t_end)\n", + "plotCurves(curvesEC_CD,4,'../figs/20211129EC+CD.pdf')\n", + "relativeCDE_EC_CD = getRelativeAUC(curvesEC_CD)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "metadata": {}, + "outputs": [], + "source": [ + "#### Niche separation \n", + "\n", + "# Parameters for species 1 (first number) related to compounds (second number)\n", + "r11 = 0.1 # Max growth effect of compound 1\n", + "r12 = 0.0 # Max growth effect of compound 2\n", + "kpr13 = 0 # Passive production of compound 3\n", + "kpr14 = 0 # Passive production of compound 4\n", + "kup13 = 0 # Passive uptake of compound 3\n", + "\n", + "pars_s1 = {'r1':r11,'r2':r12,'r4':r14,'Kc1':Kc11,'Kc2':Kc12,'Kc4':Kc14,\n", + " 'Y1':Y11,'Y2':Y12,'Y4':Y14,'kprod3':kpr13,'kprod4':kpr14,'kup':kup13,\n", + " 'lc1':lc11,'lc3':lc13,'lp':lp}\n", + "\n", + "# Parameters for species 2 (first number) related to compounds (second number)\n", + "r21 = 0.0 # Max growth effect of compound 1 on species 1\n", + "r22 = 0.1 # Max growth effect of compound 2 on species 1\n", + "r24 = 0.0 # Max growth effect of compound 4\n", + "\n", + "pars_s2 = {'r1':r21,'r2':r22,'r4':r24,'Kc1':Kc21,'Kc2':Kc22,'Kc4':Kc24,\n", + " 'Y1':Y21,'Y2':Y22,'Y4':Y24,'kprod3':kpr23,'kprod4':kpr24,'kup':kup23,\n", + " 'lc1':lc21,'lc3':lc23,'lp':lp}\n", + "\n", + "curvesNS=simulateGrowth(pars_s1,pars_s2,nc0,x0,N,t0,t_end)\n", + "#plotCurves(curvesNS,3,'../figs/20211129NS.pdf')\n", + "relativeCDE_NS = getRelativeAUC(curvesNS)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#### Niche separation + interference competition\n", + "\n", + "# Parameters for species 1 (first number) related to compounds (second number)\n", + "r11 = 0.1 # Max growth effect of compound 1\n", + "r12 = 0.0 # Max growth effect of compound 2\n", + "kpr13 = 0.0005 # Passive production of compound 3\n", + "kpr14 = 0 # Passive production of compound 4\n", + "kup13 = 0 # Passive uptake of compound 3\n", + "\n", + "pars_s1 = {'r1':r11,'r2':r12,'r4':r14,'Kc1':Kc11,'Kc2':Kc12,'Kc4':Kc14,\n", + " 'Y1':Y11,'Y2':Y12,'Y4':Y14,'kprod3':kpr13,'kprod4':kpr14,'kup':kup13,\n", + " 'lc1':lc11,'lc3':lc13,'lp':lp}\n", + "\n", + "# Parameters for species 2 (first number) related to compounds (second number)\n", + "r21 = 0.0 # Max growth effect of compound 1 on species 1\n", + "r22 = 0.1 # Max growth effect of compound 2 on species 1\n", + "r24 = 0.0 # Max growth effect of compound 4\n", + "\n", + "pars_s2 = {'r1':r21,'r2':r22,'r4':r24,'Kc1':Kc21,'Kc2':Kc22,'Kc4':Kc24,\n", + " 'Y1':Y21,'Y2':Y22,'Y4':Y24,'kprod3':kpr23,'kprod4':kpr24,'kup':kup23,\n", + " 'lc1':lc21,'lc3':lc23,'lp':lp}\n", + "\n", + "curvesNS_IC=simulateGrowth(pars_s1,pars_s2,nc0,x0,N,t0,t_end)\n", + "plotCurves(curvesNS_IC,3,'../figs/20211129NS+IC.pdf')\n", + "relativeCDE_NS_IC = getRelativeAUC(curvesNS_IC)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "metadata": {}, + "outputs": [], + "source": [ + "#### Niche separation + crossfeeding\n", + "\n", + "# Parameters for species 1 (first number) related to compounds (second number)\n", + "kpr13 = 0 # Passive production of compound 3\n", + "kpr14 = 0.00005 # Passive production of compound 4\n", + "kup13 = 0 # Passive uptake of compound 3\n", + "\n", + "pars_s1 = {'r1':r11,'r2':r12,'r4':r14,'Kc1':Kc11,'Kc2':Kc12,'Kc4':Kc14,\n", + " 'Y1':Y11,'Y2':Y12,'Y4':Y14,'kprod3':kpr13,'kprod4':kpr14,'kup':kup13,\n", + " 'lc1':lc11,'lc3':lc13,'lp':lp}\n", + "\n", + "# Parameters for species 2 (first number) related to compounds (second number)\n", + "r21 = 0.0 # Max growth effect of compound 1\n", + "r22 = 0.1 # Max growth effect of compound 2\n", + "r24 = 0.1 # Max growth effect of compound 4\n", + "\n", + "pars_s2 = {'r1':r21,'r2':r22,'r4':r24,'Kc1':Kc21,'Kc2':Kc22,'Kc4':Kc24,\n", + " 'Y1':Y21,'Y2':Y22,'Y4':Y24,'kprod3':kpr23,'kprod4':kpr24,'kup':kup23,\n", + " 'lc1':lc21,'lc3':lc23,'lp':lp}\n", + "\n", + "curvesNS_CF=simulateGrowth(pars_s1,pars_s2,nc0,x0,N,t0,t_end)\n", + "#plotCurves(curvesNS_CF,4,'../figs/20211129NS+CF.pdf')\n", + "relativeCDE_NS_CF = getRelativeAUC(curvesNS_CF)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#### Niche separation + crossdetoxification\n", + "\n", + "# Parameters for species 1 (first number) related to compounds (second number)\n", + "r11 = 0.1 # Max growth effect of compound 1\n", + "r12 = 0.0 # Max growth effect of compound 2\n", + "kpr13 = 0 # Passive production of compound 3\n", + "kpr14 = 0 # Passive production of compound 4\n", + "kup13 = 0.0001 # Passive uptake of compound 3\n", + "\n", + "pars_s1 = {'r1':r11,'r2':r12,'r4':r14,'Kc1':Kc11,'Kc2':Kc12,'Kc4':Kc14,\n", + " 'Y1':Y11,'Y2':Y12,'Y4':Y14,'kprod3':kpr13,'kprod4':kpr14,'kup':kup13,\n", + " 'lc1':lc11,'lc3':lc13,'lp':lp}\n", + "\n", + "# Parameters for species 2 (first number) related to compounds (second number)\n", + "r21 = 0.0 # Max growth effect of compound 1\n", + "r22 = 0.1 # Max growth effect of compound 2\n", + "r24 = 0 # Max growth effect of compound 4\n", + "\n", + "pars_s2 = {'r1':r21,'r2':r22,'r4':r24,'Kc1':Kc21,'Kc2':Kc22,'Kc4':Kc24,\n", + " 'Y1':Y21,'Y2':Y22,'Y4':Y24,'kprod3':kpr23,'kprod4':kpr24,'kup':kup23,\n", + " 'lc1':lc21,'lc3':lc23,'lp':lp}\n", + "\n", + "curvesNS_CD=simulateGrowth(pars_s1,pars_s2,nc0,x0,N,t0,t_end)\n", + "plotCurves(curvesNS_CD,4,'../figs/20211129NS+CD.pdf')\n", + "relativeCDE_NS_CD = getRelativeAUC(curvesNS_CD)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[0.0, 0.0, 0.6298844610312351], [0.0, 0.0, 0.2862847338927636], [0.25450859644725093, 0.5229566786824308, 1.1148227458307745], [0.0, 0.0, 0.7710933686130353], [0.2821971649816627, 1.0, 0.9826016271674324], [0.13943237908543293, 0.24192509125585673, 0.42807890918642505], [0.6723586130218301, 1.8106816153523129, 1.5479069980498832], [0.34955458756258073, 1.3441574243064927, 1.1936229033557797]]\n" + ] + } + ], + "source": [ + "# AUC of all interactions\n", + "\n", + "if c3_0==0:\n", + " plotAllCurves(curvesEC, curvesEC_IC, curvesEC_CF, curvesEC_CD, \n", + " curvesNS, curvesNS_IC, curvesNS_CF, curvesNS_CD, '../figs/20211129All.pdf')\n", + " AUC=[relativeCDE_EC, relativeCDE_EC_IC, relativeCDE_EC_CF, relativeCDE_EC_CD, \n", + " relativeCDE_NS, relativeCDE_NS_IC, relativeCDE_NS_CF, relativeCDE_NS_CD]\n", + " print(AUC)\n", + "else:\n", + " plotAllCurves(curvesEC, curvesEC_IC, curvesEC_CF, curvesEC_CD, \n", + " curvesNS, curvesNS_IC, curvesNS_CF, curvesNS_CD, '../figs/20211129All_inhib.pdf')\n", + " AUC_inhib=[relativeCDE_EC, relativeCDE_EC_IC, relativeCDE_EC_CF, relativeCDE_EC_CD, \n", + " relativeCDE_NS, relativeCDE_NS_IC, relativeCDE_NS_CF, relativeCDE_NS_CD]\n", + " print(AUC_inhib)" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": {}, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid syntax (, line 1)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m File \u001b[0;32m\"\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m Non-inhibitory environment\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" + ] + } + ], + "source": [ + "Non-inhibitory environment\n", + "Interaction=[C, D, E]\n", + "EC=[0.0, 0.0, 1.0]\n", + "EC+IC=[0.0, 0.0, 0.6148869705931375] \n", + "EC+CF=[0.11943890903962877, 0.245419510551685, 1.1388376113005]\n", + "NS=[0.4924147048163176, 1.0, 1.5074901036674009]\n", + "NS+IC=[0.29410504357843814, 0.3708855372591011, 0.9351830736554286]\n", + "NS+CF=[0.6274933023154798, 1.2758809375070677, 1.6490335573759083]\n", + "\n", + "Inhibitory environment\n", + "EC=[0.0, 0.0, 0.6298844610312351] \n", + "EC+IC=[0.0, 0.0, 0.2862847338927636]\n", + "EC+CF=[0.25450859644725093, 0.5229566786824308, 1.1148227458307745]\n", + "EC+CD=[0.0, 0.0, 0.7710933686130353]\n", + "NS=[0.2821971649816627, 1.0, 0.9826016271674324]\n", + "NS+IC=[0.13943237908543293, 0.24192509125585673, 0.42807890918642505]\n", + "NS+CF=[0.6723586130218301, 1.8106816153523129, 1.5479069980498832] \n", + "NS+CD=[0.34955458756258073, 1.3441574243064927, 1.1936229033557797]" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "def plotSpecies2(curves, legendtup, title_text, outfile):\n", + " #### Plot single panel with all curves of species 2\n", + " fig = plt.figure(dpi=300, figsize=(3,3))\n", + " ax = fig.add_subplot(1, 1, 1)\n", + " ax.set_ylim(-1, 18) \n", + " ax.plot(curves[0],curves[2][:,:-4],lw=2,color='gray')\n", + " ax.plot(curves[0],curves[3][:,:-4],lw=2,color='k')\n", + " ax.plot(curves[0],curves[4][:,:-4],ls='dotted',lw=2,color='#a6761d')\n", + " ax.plot(curves[0],curves[5][:,:-4],lw=2,color='#a6761d')\n", + " ax.plot(curves[0],curves[6][:,:-4],ls='dashed',lw=2,color='#a6761d')\n", + " ax.legend(legendtup,loc='upper left') \n", + " ax.set(xlabel=\"Time [a.u.]\",ylabel=\"Abundance/conc. [a.u.]\", title=title_text)\n", + "\n", + " plt.show()\n", + "\n", + " fig.savefig(outfile,format='pdf',dpi=300,bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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eqYGuB/4FtAxq9znnvgfeA+42s2VxzktEREREROJMhWqKc861BCYGNT/iQSr962hPA0ZUva5wzv0XuMrMimORhHOuE/4R3froG4tcRERERERSlQpV+RmQE3C8DnjLo1zCyQAuBsY7544wszUxuMelwJ9i0K+IiIiIiERIhapMCjqO996p3wGvA58D84CNQBnQDhgGHAH8EmgdcM0w4DXn3IFmVhTHXBOGmeHz+TAzr1MRqcE5R1paGs45r1MRERGRJKZCNYU55/oC+wU1PxKn238LjDGzb+s4v67q9b5z7hbgYeDEgPNjgJuAq2OZZKKorKykqKiIwsJCioqKqKys9DolkZDS09PJzc2lZcuW5Obmkp6e7nVKIiIikkRUqKa24L1TvzWz7+Nx4/rs0WpmW5xzJwPPAycFnLrUOfd3M1sVxdTurbpPffQFXoliDjtVVlayZs0aCgu18LEkl8rKSgoKCigoKACgZcuWdO3aVQWriIiIRESFaopy/nl5SbN3qpn5nHO/wL+VTpuq5mbAqcA/onif9cD6+lwTqymO5eXlrFixgtLS0pj0LxJPhYWFlJWV0bNnTzIzM71OR0REJCwzw1dZjq+yHKssp7KynKzmrUjPyK5XP0VbV7Np+UwwHz7zgfkwXyVmhlW9x3z+90HnMKPbwAm07jIwRt9l4lKhmromAPkBx2V4sHdqfVSNrD4MXBXQfDhRLFQTRWlpKcuXL6eiIp6PC4vEVmlpKUuXLqVXr15kZ9fvh7yIiEgovspyyooLKC8poKx4G2XFBZQVb6W82H9cXrqdirIdVJYVU1FeTEVZsf+46r3/6w4qyovxVZRjvgp8leW73WfCBU/QdcAB9cptw9Kvmf70ZQ3+3pq17KBCVVLKpKDj181skxeJ1NMH1CxUm+T/tevWrdutSHXOkZOTQ8uWLWnevDnp6elasEYSjplRWVlJcXExhYWF7Nixo8aiXxUVFaxbt45evXp5mKWIiCSzuVPvZvPK7ykpXE9J4QZKtm+komxHXO7tqyyr9zVpLq1xN03RxTNVqKYg51wL4OSg5kc8SKUhVgQd13fP04RXXl5OUVHNxYyzsrLo2bMnWVlZHmUlErnMzEyaNWtG27ZtKSsrY8WKFZSV7frBXlRURHl5uaYAi4hIg6xfNJ21P37iyb1rG2UNq5GFqqFCVVLHKUBuwHEi750aLPhfhyb3m+62bdtqHKelpZGXl0dGhv53leSTlZVFXl4eixYtwufz7Wzftm0bHTp08DAzERGJt8qKUrau+YFNK2axdc08Mpu1YtQxv693P81aejdO4auof6Hq0ho5oupToSqpY1LQ8RNx3ju1MboEHW/wJIsYCi5UW7VqpSJVklpGRgatWrVi69atO9tUqIqINH07tq5h3eLP2bR85s7iNHBEMqd1twYVqs1bdopmmvXSkKm/zjVuxXuNqEpKcM7lA8FPgD8S/0waLHjf1+CpwEnNzGpMkQR/oSqS7IIL1fLycsxMz1mLiDQhpUWbWbdoOusWfca6nz6jcOOSkPE7tq2mvKSQzGYt63WfZp4Wqg0YUW3szzo9oyop4lwg8P+WGWY2x6tk6sM5l8Hue79+4EUusRI4NbKanuOTpiD477F/2X0VqiIiya5w4xJWzn2HlXPfYePyb+tdVG1b/xMdeo2q1zWeTv2trP8kRJfW2D3EVahKE1e1d+o5Qc2PeJBKQ10L9Atqe8WLRGLFavnHPa2xzzWIJIDa/h77fD79/RYRSUJFW1axdObLLPtuCtvWLWxUX9vWLax3oZpsU38DF1NyLg1cGi7Nv3uDc+k4l+Z/jrVGe5o/Fkd6Vk70voEkokI1tewP9Ak4jsreqc65R6g50vmomU0KEX8JsMDMPqzHPa4CbgpqftXMZtQjVRERERFpgIqyYpbPeo0l377I+sXTo9ZvQwrd5vUYUc3IyiWreWsym7ckM6sF6VnNyMjKIT2zORlZOWRkNiM9K4eMzOakZzX3f83IJi0jk7T04FcWLdrn1TvfrgMO5PRblzZ+UaUUo0LVI8658UDzWk6NCDpu5pw7tI5uVpvZvHrcdlLQ8Wtmtrke10fLXsC9zrlZwHPA28BcMysNDHLO5QCHAJPZ/bnaTdTcT1VEREREomz75uX8OP1xFn/9DGXF28JfUE8NKlRbdab74ENp1rIjzVt2olnLjmTntCWzeWuydr5akdmsFWnp3pc7zjnQoy715v1/udT1JBDJRzKdgffqOPcouxeftaoq+k4Jan4kkmtjaETV62agwjm3AtiGf6S3LZBP7dvPFALHmdmiOOUpIiIiklI2Lp/JvKn3sOqH92K6mE9BAwrVzGYtOWDSwzHIRhKJCtXUcTIQuKTaWvwjmYkiA+gdQdyXwFkqUkVERESib8PSb5jz/j9Y++O0mN4np3U32nYfSpsugzCfT9NiZTcqVFNH8Gq5T3q4d+p9wBb803mHUfuoaaAS4CPgHuANq23FIRERERFpsM2rvue7N29l3U+fRr3v9MxmdMjbkw69RtOu53Da9xhB81ado34faVpUqHrEzPLjfL+6nnONRt+TiHAKclX8l/hHRnHOZQGD8Y+mdsM/6psJFOAvZhcCM82sAUusiYiIiEg4P3z8H75769aoTfF1aRl06DWKzv3G07nveNr3Gkl6RnZU+pbUoUJVPFVVgM6qeomIiIhInHXMH9foIjUjuwXdBh1MzyFH0HXgBDKbtQx/kUgIKlRFRERERFJYh7zR5I2ayLKZL9frurT0LLrvcSj5o0+i64ADNWoqUaVCVUREREQkxY048nesnPMWleUlYWPbdB1M/71/Tq/hx5KV0yb2yUlKUqEqIiIiIpLictt0Y/CBFzPn/X/Uet6lpdNjyJEMGD+Jjvnj/HuDisSQ1oEWEWmi3n77bZxzNV4HHXSQ12mJiEiCGnzgxbutxpuWnknfcWdy7G8/Zr+z76NT771UpEpcqFAVEWmiHnnkkd3aPv74Y5YtWxb/ZEREJOFlZOUw4qhrAf/Kvf32Pptjf/sx407+Ky3a9fI4O0k1mvorItIEbdu2jVdeeWW3djPj0Ucf5Y9//KMHWYmISKLLHzmRrat/oO9eZ9CqY1+v05EUphFVEZEm6JlnnqGkpPYFMR577LE4ZyMiIvG0be0CrIHbzbi0NEYde4OKVPGcClURkSYocNqvc47x48fvPF60aBGffPKJB1mJiEis/fTFE7z1zyOZP+0Br1MRaRQVqiIiTczChQv54osvdh6PHz+ea6+9tkbMo48+Gu+0REQkhsznY+brf+Hrl6/HfJV899YtrJjzttdpiTSYClURkSYmeBGls88+myOPPJIOHTrsbHv++efZsWNHnDMTEZFY8Pkq+fLFa5j/ScAoqhnTn7mczStne5eYSCOoUBURaUJ8Ph+PP/74zuOsrCx+9rOfkZGRwWmnnbazvaCggJdfftmLFEVEJIp8leV88ewVLPnmud3OVZaXMO2R8ynautqDzEQaR4WqiEgT8sEHH7By5cqdx0cffTRt27YF/COrgWrbvkZERJJHZUUZnz35K5Z9t/sq79WKC9cz7ZHzKS8timNmIo2nQlVEpAmpbdpvtb333pu+fXet4vjhhx/WKGpFRCR5VFaU8unjF7JybvjnULeumcfnT/8a8/nikJlIdKhQFRFpIoKn87Zu3Zpjjz22RsxZZ521873P59NWNSIiScjnq+SLZ69k9fwPI7vAOTr3HQ/OxTYxkSjK8DoBEYmOiooKNm/e7HUaKaNdu3ZkZCTWP6HPPfccxcXFO49POeUUsrOza8ScffbZ3HTTTTuPH330Ua6//vq45SgiIo1jZsyYcgPLZ78eUXx6ZnPGn3k33fc4LMaZiURXYv2WJSINtnnzZu677z6v00gZl1xyCZ06dfI6jRqCt5wJfiYVoH///owbN46vvvoK8G9lM336dPbZZ5+45CgiIo3z/bt38NOXT0YUm5ndkgkXPEaHvDExzkok+jT1V0SkCVi0aBGffvrpzuOePXty4IEH1hobXMBqT1URkeQw/5P/MvfDf0cUm5XThoMvfFpFqiQtFaoiIk1A8CJKZ555Jq6OZ5FOP/30GtOWn332WUpKSmKZnoiINNLKue8y8/WbwgcC2S06cMiFz9Gux/AYZyUSOypURUSSnJnV2DsVap/2W61jx44cfvjhO4+3bt3KK6/UvbWBiIh4a+ua+Ux/5vKIYrNz23PoRc/RpuugGGclElsqVEVEktzUqVNZtmzZzuPhw4czdOjQkNcErv4L2lNVRCRRlWzfxLRHL6CibEfYWP8zqY/TqlO/OGQmElsqVEVEklyovVPrcuKJJ9KiRYudx++99x5r1qyJdmoiItIIlRVlfPrExRRtWRE2Ni0jmwMmPUS77qE/qBRJFipURUSS2Pbt23nppZd2HqelpXHmmWeGvS4nJ4eJEyfuPK6srNxt+rCIiHjr21f/xIYlX4aNc2npjD/rHjr12TsOWYnEh7anERFJYs8//zxFRUU7jwcMGMAPP/zADz/8EPbaPn361Dh+9NFHueaaa6Keo4iI1N+Sb1+KeBuasRNvocceh4cPFEkiKlRFmoh27dpxySWXeJ1GymjXrp3XKQC7by0zf/58DjusYZu6z5s3j6+//pqxY8dGIzUREWmggg2L+ebl6yOKHbjfBfQdd0aMMxKJPxWqIk1ERkYGnTp18joNiaMlS5Ywbdq0qPb56KOPqlAVEfFQZXkJnz15aUSLJ3UZcCAjj/59HLISiT89oyoikqQeffRRzCyqfT799NOUlZVFtU8REYnczDf+wtY188LGtezQh/Fn3k1ausadpGlSoSoikoTMjMcee6xG20cffYSZ1ft1yCGH7Oxj8+bNvPbaa/H+dkREBFjx/Zv8OP2xsHGZzVpxwKSHyGreOg5ZiXhDhaqISBKaNm0aS5Ys2XncrVs39t9//wb1dcYZNZ9t0p6qIiLxt6NgLV+9+LuIYvc69XZadewb44xEvKVCVUQkCQUvonTaaaeRltawf9JPOukksrKydh6//fbbrF+/vlH5iYhI5MyMr1+6jrLibWFj++87iZ5Dj4pDViLeUqEqIpJkduzYwQsvvFCj7fTTT29wf23btuWII47YeVxRUcETTzzR4P5ERKR+lnz7Aqt/+CBsXNtuQxl1dGSrAYskOxWqIiJJ5oUXXqCwsHDncd++fRk3blyj+gwudINHbEVEJDYqy0uY9eZfw8ZlZOUy/qx7SM9sFoesRLynQlVEJMnUNu23sU444QRycnJ2Hs+ePZuZM2c2ul8REQktPbMZB1/4NO16jAgZN/akW2nZoXecshLxngpVEZEksnz5cqZOnVqjLXgxpIbIzc3l2GOPrdGmUVURkfho3XkAh136MsOPvIa09Mzdzvcafhz5o06Mf2IiHlKhKiKSRB577LEae6cOGTKEoUOHRqXv4IL3qaeeory8PCp9i4hIaGnpGQw56NcccdkbtO2+69/17BYd2PPEP3uYmYg3VKiKiCSRG264ocYeqHPmzIla3yeeeGKNvtevX09m5u6f7IuISOy06TqIw3/1CsMOuxqXlsHYibeQndvO67RE4i7D6wRERERERGSXtPRMhh76G3qPOZnctj28TkfEExpRFRERERFJQCpSJZWpUBUREREREZGEokJVREREREREEooKVREREREREUkoKlRFREREREQkoahQFRERERERkYSiQlVEREREJIZWL/iIDUu/8ToNkaSifVRFRERERGKkoqyYr164huKCtfQafiwjjrqOFu16ep2WSMLTiKqIiIiISIzMn3Y/xQVrAVg++3XeuPNgvnvrVspLCj3OTCSxqVAVEREREYmBHQVrmffRfTXafBWl/PDRfbx22wH89MUT+CorPMpOJLGpUBURERERiYE57/2DyvLiWs+VFm3i65ev56OHz4lzViLJQYWqiIiIiEiUFW5ayuJvngsblzfyhDhkI5J8VKiKiIiIiETZnPfuwnyhp/W26boHvcecEqeMRJKLClURERERkSjaunYBS7+bEjZu1LE3kJaWHvuERJKQClURERERkSj6/t07wSxkTJcBB9Kl335xykgk+ahQFRERERGJkk0rZrFy7tth44YfMTkO2YgkLxWqIiIiIiJRMvud28PG9Bh6FO17jIhDNiLJS4WqiIiIiEgUrF/yJWt/nBY6yDmGH3ZVfBISSWIZXicgEsg51x4YD/QFcoEiYBHwmZlt8jI3ERERkVDmfvCvsDH5I0+kdZeBcchGJLmpUPWYc647MA7Yq+rrnkDLgJBlZpbfwL5DP8UfXm8zW9rIPiLinBsB3AQcS+0j/ZXOuTeAP5jZ7HjkJCIiIhKpjctnsvbHT0LGuLQMhh52ZZwyEkluKlQ94JwbD1yNvzjt5nE6nnPO/Qa4g9B/H9OB44GjnXNXmdm/45KciIiISATmfRj+V5O+Y0+jZfv82Ccj0gSoUPXGWGCi10kkAufcVcCdtZxaA6zGX8h3DWjPAP7lnHNmFn5+jYiIiEiMbVk9l1U/vB8yJi09kz0OvixOGYkkPxWqiWc70CIG/c7GP4pbH2tjkMdOzrl9gduCmj8CrjazbwPi9sQ/4npgQNydzrkvzOyrWOYoIiIiEs7cCEZTe485ldw2KT+RTiRiKlS9VQjMAL4Gvqr62huYGoN7bTGz0B/1xd/t+Kf0VnsNOMXMygKDzOwb59zhwEvAMVXNGVXXBxavIiIiInG1bd1CVsx5K2SMS0tnjwmXxCkjkaZBhao3XgPeBeabmS/whHOutzcpxZdz7ihg34CmTcAFwUVqNTMrc86dD8wD2lc1H+CcO8zM3otttiIiIiK1mzf1HrDQ61fmjTyRFu3z4pSRSNOgfVQ9YGaLzGxecJGaYn4RdHyPmW0IdYGZrQfuDdOPiIiISFxs37SMZd+9EjrIOYYc/Ov4JCTShKhQlbhzzmUDRwQ1Pxzh5cFxRznnshqflYiIiEj9zP/0IcKNO/QadiytOvaNU0YiTYcKVfHCBCA34HiBmS2L5MKqfV1/DGhqiZ5TFRERkTgrLdrC4q+fDRu3h0ZTRRpEhap4YWTQ8ef1vP6zMP2JiIiIxNSPXzxOZXlxyJjuexxO266D45SRSNPiyWJKzrlIp3nG221mNt/rJGLJOdcV/96kucAWYKOZrYlzGsH/Ys+r5/XB8foJICkrPz+fZcvCT0hwztGiRQtat25N//79GT16NCeffDL77LNPHLIUEWlaKstLWPj5I2Hj9phwaeyTEWmivFr1dxIQenk0bzwBNNVCdZhzbjH+7W9qcM6tBT4GHjGzt+OQy8Cg4xX1vD44Prg/EQliZhQWFlJYWMjKlSuZOnUqd955JyNHjuTee+9VwSoiUg9Lvn2J0u0bQ8Z0yN+TDnmj45SRSNPj9dRf5/H9wZ9DIuQRa+2opUit0gU4DXjLOfetc25YjHPpFHS8sp7XrwrTn4hE6LvvvmP//ffn8ccf9zoVEZGkYD4f8z95MGzc4AMujkM2Ik2X1/uoGt4XiYmQQyIZBXzpnDvXzJ6P0T1aBB0X1fP64Pjg/hrMOdcJ6FjPy7SUnySMO+64gxEjRuzWXllZSUFBAQsWLOCtt97i888/r3Fu0qRJDBo0iLFjx8YzXRGRpLNq/vsUblgUMqZlhz50H3xonDISaZq8LlQBzqL+i+lEiwMWe3TveNkIvA68D8zGP3pZiL+46wXsD/wSCPzNtjnwhHNunZlNi0FOwYVlST2vD165IGqFKnAp8Kco9icSV2PGjGHChAkhY2644Qbeeustfvazn7F9+3YAfD4fkydP5uOPP45DliIiyWv+tAfCxgw64Je4NK8nLookt0QoVNdFujVJLDjnIDGfl42Gs4HnzayslnNbq16zgXuccxcB/wSyq85nAU855/qZWX0LyXCaBR3Xll8opUHHzRuRi0hKOuqoo7j33ns555xzdrZ98sknrFmzhq5du3qYmYhI4qqsKCWnTXfS0jPxVZbXGpOd25780SfHOTORpkcf9TRhZvZkHUVqbbH3A2cCgbtWdwd+FYPUggvfrHpenx10HO1CWiQlnHHGGbRu3XrnsZkxZ84cDzMSEUls6RnZ7Hv6Pzn+2s8ZeugVZLfosFvMgH0nkZEZ/Jm8iNSXClXZycxeAoJXVPl5DG61Pei4vv+aB4+gBvfXGPcCQ+v5OiGK9xeJm4yMDPr371+jbcOGDR5lIyKSPJq36syww67ihOums/dp/6Bdj+EApGc2o/8+54S5WkQi4eXU30RawCiRcvHancC5AcfDnXOdzWxdFO+xnZor9ebW8/rg+KgVqma2Hlhfn2uqpo+LJKXgv7/Nm2smvYhIpNIzsuk9+iTyR01k0/KZFKz/iezctl6nJdIkeFKomlnCjOQmUi6JwMy+d86tZ1ch6YABQDQL1fVAn4DjHvW8vnst/YlIPVVWVvLjjz/WaOvXr59H2YiIJC/nHB3yRmvfVJEoUpEmtQne17S+27WEsyDouFc9rw+On9+IXERS1vPPP8/WrVt3Hnfr1o0hQ4Z4l5CIiIhIlURY9VcST/AydplR7j+4sNyjntcPDtNfSiopKWHRotD7ukn09O3bl2bNknexjA8++ICLL665Gf3kyZNJ03YKIiIikgBUqEptugQdR3t1le+Cjvet5/Xjw/SXkhYtWsTQoUO9TiNlzJkzJyFHH2fMmEFFRcVu7T6fj4KCAhYuXMg777zDtGk1t0g+9dRTufzyy+OVpoiIiEhIKlSlBudcDyAvqHlFlG/zEVDErkWRBjjn8iLZT9c5lw8ELlNaWNWfiOAfFa2PQYMGcdVVV/GLX/xCC4OJiIhIwtAcLwl2QdDxCjP7sdbIBjKzEuDdoObzI7w8OO7tSPeKFZGaBg4cyIUXXsjPfvYzFakiIiKSUFSoyk7OucHA1UHNU2J0u4eCjn/lnAu5aJNzrhNwaZh+RCRCCxYs4KqrrqJXr148/PDDXqcjIiIispMK1SbIOTfSOXelcy6nPtcAbwMtA5qLgb9GcO2NzjkLeH0U7hozewP4IqCpPfCQc67WhZucc1n4i9L2Ac2fmNk74e4lkkqmTp2KmdX62r59O4sWLeLZZ5/lmGOO2XlNQUEBF1xwAX/60588zFxERERkl5R4RtU598fgNjO7yYtcqjnnxgPNazk1Iui4mXPu0Dq6WW1m82ppbwP8Hfi9c+4l4GXgazPbGJSDA4YCvwQuBLKD+rnOzFaH/EYa57fAx+z6wOQ44F3n3NVm9m1AnmOAO4EDA66tBK6JYW4iTU5ubi59+vShT58+/OxnP+OZZ57h7LPPprKyEoCbbrqJsWPHcuyxx3qcqYiI94oLN5DVvDXpGVlepyKSklKiUAVuBCyozdNCFXiS3Rctqk1n4L06zj0KTApxbXv8RegvAZxz64CN+BcgagF0B9rWce2dZvbPCPJrMDP71Dl3HfC3gOYJwAzn3GpgDdAN6FrL5deY2Re1tItIhE4//XRmz57NrbfeurNt8uTJHHPMMXpmVURS3owpN7Bh6Tf0GXsafcedQYt2Pb1OSSSlpNrUX1f1SlWdgSHA3vhHUmsrUguAs82sfkuHNpCZ3QZMxj9CGqgbMIbdi9RK4Eoz+3sc0hNp8oK3pFmwYAHTp0/3KBsRkcRQXLCOlfPeo2T7BuZNvZvXbtuPj/83iVXz3sPnC/6VRURiIVVGVFPN98DvgIOAcUC7CK6ZDzwM/NfMtsQwt92Y2Z3OuQ+AvwBHUfsHKD7gTeAGM5sVz/ySRd++fZkzZ47XaaSMvn37ep1CVHTp0oU+ffqwePHinW2fffYZ++5b3+2NRUSajsXfPIf5AvakNmP1/A9ZPf9Dclp3o++40+m/z7lk59Y1MU1EGitVCtVp7D7111Nmlh/DvjcBt1W9cM7l4d97tBf+UdTmQAmwBf/02i+rrmno/W7EP726MTl/BxzrnOsA7Af0wb/PahGwCPgs+BlbqalZs2YMGTLE6zQkCXXq1KlGobpiRbS3ThYRSR4+XyU/fflUned3bFvNnPf/Qe8xp6pQFYmhlChUzWyC1zl4ycyWAcu8ziMSVcXoFK/zEEkl5eXlNY5LS0s9ykRExHtrFnzEjq2rQsZ0HXQQuW27xykjkdSUas+oiohIkOXLl9c47tSpk0eZiIh476cvnwgb02+vs+OQiUhqU6EqIpLCZs6cyYYNG2q0DRgwwKNsRES8VbRlJavnfxgyJqdNd7oOnBCfhERSmApVEZEUZWb84Q9/qNGWlpbGUUcd5VFGIiLeWvTVM2ChlzXpt9eZpKWlxykjkdSlQlVEJAUVFRXxi1/8gjfeeKNG+znnnEOHDh08ykpExDu+ygoWf/1MyBiXlkGfPX8Wp4xEUltKLKYkIpIqZsyYQUVFRa3nduzYwbp16/jqq6948cUX2bKl5k5U3bt359Zbb41HmiIiCWfNwo8oLlwfMqbHkMNp3qpznDISSW0qVEVEmpDJkyc36LoePXrw3nvv0aVLlyhnJCKSHBZ//WzYmH57axElkXjR1F8RkRSWnZ3NRRddxJw5cxg0aJDX6YiIeKK4cAOrfvggZEyL9nl07rNvnDISkYQeUXXOVcaoazOzhP7eRUSiLSsri9atW9OpUydGjhzJ+PHj+dnPfkb79u29Tk1ExFNLZ76M+Wp/bKJanz1Pw6VpjEckXhK9WHNeJyAiksiWLl3qdQoiIknNzMIvouTS6D365DhlJCKQ+IUqgFG/grWuNcVV9IqIiIhIDZuWz6Rg/U8hY7oMOJCcNl3jlJGIQOIXqtOou/CsSw7QEcivOq6+fgWwODppiYiIiEhTsPib8Iso9R17WhwyEZFACV2omtmEhl7rnGsPnA5cA/QEOgF/MbMHo5OdiIiIiCSzirIdLJv1WsiY7Nx2dBt8aJwyEpFqTfaJcDPbZGb3AMOAd4Fs4D/OuV97m5mIiIiIJILl379BRen2kDH5oyaSnpEVp4xEpFqTLVSrmVkBcBLwA/7nVO9yzu3pbVYiIiIi4rXFXz8XNqbP2NPjkImIBGvyhSqAme0A/lB1mAbc7mE6IiIiIuKxwo1L2LDky5Ax7XqMoE2XgXHKSEQCpUShWuUNoBj/qOoBzrk8j/MREREREY8s/iaS0dSfxSETEalNyhSqZlYKLAlo2terXERERETEOz5fJUtmvBAyJj0jm7wRJ8QpIxEJljKFapWigPc9PctCRERERDyz7sdPKS5YFzKm57CjyWreKk4ZiUiwVCtUuwW8r+/+rCIiIiLSBCz59sWwMX20d6qIp1KmUHXOjQS6s6tA3ehdNiIiIiLihfKSQlbOfTtkTG67nnTqvXecMhKR2qREoeqcawbcU31Y9XWmR+mIiIiIiEdWfP8WleUlIWN6jz4Zl5YSvyaLJKwm/3+gc+4w4HNgb3aNpi43s+88S0pEREREPBHJtN/80SfFIRMRCSXD6wRCcc493MBLmwOdgeFAW/yjqBbw9Y9RSVBEREREkkbRlpWsXzw9ZEyH/D1p2T4/PgmJSJ0SulAFJtG4RY+qp/kG9vGgmT3eiD5FREREJAltXfMDGVm5VJQV1RnTe/TJccxIROrS1Kf+VheoDigGJgOXeJeOiIiIiHil+x6HMfEPM9jn9H/Spf8B4FyN82kZ2fQadoxH2YlIoEQfUYVdo6INsQH4FngTeNLMNkcnJRERERFJRhlZOeSPmkj+qIns2LaWpTNfZsmMFyhY/yPdBx9KVk4br1MUERK/UO3dgGsMKAEKzCz0km4iIiIikrJyWndhjwmXMPjAi9myeg5paZlepyQiVRK6UDWzZV7nICIiIiJNm3OOdt2HeZ2GiARo6s+oioiIiIiISJJJ6BFVEREREZFkYWaYrxKzSsznq/pauXv7bjE+MJ+/D39HGAZmgGFWvT6oBZyj5rkasdXXUktsLf1ZYzbZ2O0PITrdNGrjj8COotFPlL6nKP3ZtGjXi9ad+0elr0SmQlVEREREmgQzo6KsiLId2ygvKaSibAcV5Tv8X8uKqSwLeF9evPO9r7KMyooyfJXl+CrL8FW/r/AfV1aWVb0vx1dRSmWl/735KmoUodEq0kRCGXTARYw65vdepxFzKlRFREREJCGVlxZRUriBku0bKCncQHHhBkq2b6SkcANlxdsoLymgrHgbZcUFO4/NV+l12iISBSpURURERCTuzOejuGAdRVtWsH3LSop2vlZQtGUVJYXrqSjb4XWaIuIRFaoiIiIiEjO+ynIKNy6hYP1PbFv/EwXVrw2LqCwv9jo9EUlQKVGoOucWBzWZmfX1JBkRERGRJspXWc7WtQvYsup7Nq+czeZV37N1zXx8lWVepyYiSSYlClUgH/9yXa7qWE+6i4iIiDRSRVkxG5d/y4bFX7B+yVdsWv4tlRWlXqclIk1AqhSq1QKLVRERERGpBzNjy+o5rP7hA9Ys/JjNK2fjqyz3Oi0RaYJSqVBVgSoiIiJSTxVlxaz98RNW//A+qxdMpbhgndcpiUgKSJVC9TyvExARERFJFpUVZaz9cRrLvnuVVfPebVKr77q0dDKyW9CsRXuymrUiPSuH9Ixs0jOySEvPrHplkVZ9nJFJenr2zvdp6VmkZ2Th0jJIS8vApaXh0tJxLn339y6tjvZ0/3H1e5eGcw5c9biKCzj2t7nq9w4ctcQGtO08HyLWBbThnP8uLlrjOtHpx0Urn6j0kzjfk0tLjRIuJb5LM3vU6xxERLyyZMkS5syZw4oVKygoKMDn89G2bVvatm3L4MGDGTp0KOnp6V6nKSIJYMvqeSz66mmWzXqFsh1bvU5nN+mZzWnesiPNWnYkO7cdWc1bk9W8NZnNWpGV05qsZq3Iat6aoi0rmfHqn2rtw3yVlBdvo9ewYxh38l/j/B2ISKRSolAVEUk133//PQ888AAvv/wyq1atChmbk5PD+PHjOfvsszn55JPJzc2NU5Yikggqynaw7LtXWfTVU2xa8Z1neWS36EBum+7ktu1Bbrse5LbpTvOWnWhWVZg2a9GRzOzI/n366sVrw8bkj5rY2JRFJIZUqIqINCHLly/nyiuv5KWXXor4mh07dvDee+/x3nvvcdlll3Httddy5ZVX0qxZsxhmKiJeKy5cz4+fP8qPXzwet9HTjKwcWnXsS6tO/WjVqb//a8c+5LbtQUZWTlTuUVlRxorv3wgZk9O6Gx3zx0blfiISGypURUSaiNdff52zzz6bbdu21Xq+bdu2dOzYkdatW7Nx40bWrVvHjh01nzsrKCjg+uuv56WXXuLrr7+OR9oiEmeFG5cw76P7WPrtSzHd3zS7RQfa9xhOu+7DaNtjGG277kFO6264tLSY3RNgzYKPKCuu/d/Bankjj495HiLSOCpURUSagCeffJJzzz2XysrKGu1jxozhggsu4OijjyYvL2+36xYsWMArr7zCc889x4wZM3a2b9iwIeY5i0h8bd+8nDkf/Iul376I+SrDX1BPrTr1p1OfvenUey865O9JTuuu0VsMpx6Wznw5bEyepv2KJDwVqiIiSe6bb77h/PPPr1Gktm7dmrvvvpuzzjor5C+KAwcO5JprruGaa67h5Zdf5rrrrmPBggXxSFtE4qS4YB1zPvgni756BvNVRK3fZi070m3QIXQdcCCd+uxNsxbto9Z3Q5WXFLL6h/dDxrTuPIA2XQbFKSMRaSgVqiIiSaygoIDTTjuNsrJd0/c6derEO++8w8iRI+vV18SJEznmmGO49NJLef/90L/oiUjiqywvYcGnDzH3w7upKCuKSp9tuw+l++DD6D74ENp2G5pw02dXzH2byorSkDF5o070ZKRXROonKQtV51w2MBToALQBsuvbh5k9FuW0RETi7sYbb2Tx4sU7j9PS0pgyZUq9i9RqWVlZ/Pe//63XYkwikljMjFXz3mPm6zexffPyRvfXqlN/8kaeQN6I42nZIb/xCcbQsplTwsbkjzwx5nmISOMlTaHqnMsBfg6cB4yi8bmrUBWRpLZ161YefPDBGm1XXHEF++yzT6P7Pumkkxrdh4jE345ta/nm5etZFWb6azgZWbnkjzqRvuPOoG33YUkxAllcuJ51P30WMqZj/lhy2/aIU0Yi0hhJUag65w4EngC6VTc1sCurutaikZeIiJfuv/9+tm/fvvM4KyuL6667zsOMRMQrZsair57muzdupry0sMH9tO4ykAH7nkfeyBMi3rM0USyf9RpmvpAxeRpNFUkaCV+oOueOBF4D0ti9yAx8H1y8BhejrpYYEZGkFTw9d+LEiXTo0MGjbETEK0VbVvLl85NZt+jzBvfRud9+DD7gIroMOCApRk9rs3zW6yHPu7QMeg0/Jk7ZiEhjJXSh6pzrCjwNpLOr8FwMPA8sAe4PaL8dWAS0A4YABwI9As7PA/4ORH89dhGROCsqKuLbb7+t0XbCCSd4lI2IeGX57Df46qXfUV5c0KDruw0+hGGHXUW77sOinFl8FW1ZycblM0LGdB14INm57eKUkYg0VkIXqsDVQGt2FZv/BX5lZuUAzrn7A2LfMbMPqw+c/+PAE4A7gD7AYOBs4EQza9i/5iJJZtva0NuMNG/dlazmrerdb8H6n0LuwdesVWeyc9rUu9/CjUvxhVitMbtFe5q1qP+I4fbNy6ksK67zfGZOa3Jadal3v1764osvqKiouc3Ennvu6VE2IhJvFWXFfPva/7Hoq6cadH2X/vsz7PDJdOg1KsqZeWP57NCjqQB5I/RhnkgySdhCtarQPI9dRepXZnZhpNebmQFTnHPvAS8Dh+IfZX0ROCzK6YokpDfvCv1XffxZ99Jr+LH17vf9/5xCadHmOs+POeHPDNj33Hr3O+3RCyhY/2Od54ceegXDDruq3v1++fxk1i/+os7z/fc5hz1P/Eu9+/XS/Pnzaxy3aNGCfv36eZSNiMTTtnU/8ukTF4f897IurTr1Y/RxN9J1wAExyMw7y2a9GvJ8emYzuu+hX/9EkknCFqr4t59pW/XegFsa0omZFTnnTgBmAf2Ag51zF5vZf6KTpohI/G3eXPODgo4dOybtc2UiErlV897j82d+Q0Xp9vDBATKbt2L4YVfTb++zSUvPjFF23ijcuIQtq+aEjOk26OCkWxxKJNUlcqEa+LBEBfBOmPj0uk6YWbFz7nrgOfwLKv0WUKEqIkkruFBt06aNN4mISFyYGfOm3s3sd+8Aq9/mBXkjT2T0cX+iWYv2McrOW8tmvRY2Jm/E8XHIRESiKZEL1ep/TQ1YYmZltcQE/kvdPEx/rwE7gBwg3zk3zMy+b3yaIiLxV1hYc/uJ3FyNFIg0VRVlxXzx3FWs+P6Nel3XvFUXxk68uclPeV0eZtpvRlYuXQcdHKdsRCRaErlQbRnwfksdMUVAC/wFa8gVYcys1Dm3FNijqmkkkDKFqnOuBf7VkAfh/xCgGbAVWA98Y2ZLPUtOROqtZcuWNY6Lioo8ykREYqm0aDMfP3I+m5Z/Gz44QO8xpzL6uD81aMG8ZLJ17QK2rVsYMqb7kMPJyGwWp4xEJFoSuVAN/K2rrocpCvEXqgA9I+gz8IGOhFji0znXHRgH7FX1dU9qFunLzCy/gX3vBZwIHAKMwb8XbV2xy/BPh77fzOr6YCBqnHOTgP81oouPzWxCdLIRST7t2tXcYmHbtm0eZSIisbJ98wo+evgcCjcsiviazOyW7HnSLeSPTI0VbpdHMu23AYsGioj3ErlQ3RDwvq6PA5cDXavej4igz64B7+t8pjXWnHPj8W+9sxfQLQb9j8S/unGfelyWB9wK/MY5d56ZvR3tvEQkeoIL1Q0bNtQRKSLJaMvquXz08DmUFEb+/3b7nqPY94x/0aJ9XgwzSxxmxvLZoQvVzOat6NLEVjgWSRV1jrAlgB+qvjqgp3OutlxnBcRMcM7VWXg75wbjH3Wtfq51U7QSbYCxwERiUKRW6UHdReo2YAHwFbCYms/5gn+k+Q3n3Okxyk1EomDQoEE1jgsLC/npp588ykZEomnD0q95/z+n1qtI7b/vJA695IWUKVIBtqyeQ+HGJSFjegw5kvSM7DhlJCLRlMgjqvOAUiAbyAIGsqt4rTYVqN5btSNwCfDv4I6q9mS9vfoQf3E2O/opR8V2dk1njpYvgCeAqWY2L/CEc64j8Evg9/gXmgL/BxiPOecWmNnMKOdSl9uBd+sRH/PpyU3B0Ve+F/J889ZdQ56vy6EXv4D5Kus836xV5wb1e8C5D+GrKK3zfHYDV6zc69Q7qCwrrvN8Zk7rBvXrpb333puMjAwqKip2tn3zzTfaS1Ukya1f8iUfP3wuFWU7IopPS89kzxNvpu+41Pt8OaJpv1rtVyRpJWyhWrX40XRgQlXTYexeqL7KrudUHXC7c645/ucstwE45wYBtwFH4y9QHbAW+DrW30MECoEZ+HP5quprb/wFeGP5gKeAv5rZ3LqCzGwDcItz7vWq+1bPJ8wE/gEcGIVcIjHPzN6P071SRusuA2PSb6tOsSmGWnbIj0m/Ldr1ikm/XsrNzWX06NF89dVXO9teffVVTj899X5ZFWkq1i2azsf/m0Rled0frAVq1rIj+//8ATrkjYlxZonHP+339ZAx2bnt6Nx33zhlJCLRlshTfwEC12HfbVUAMysGbmHXKGkW/ucsNzrnVjvnNgJzgWOqLqmO+5uZ+WKZeBiv4V+Bt42ZHWRm15jZC2a2LEr9LwSGm9nPQxWpgcxsNnBeUPMBzjkNz4gkqIkTJ9Y4fumll9i0ycunGkSkodb+9Bkf/+/ciIvUVp36c/ivX0vJIhVg0/KZFG1ZGTKm57CjSUtP2DEZEQkj0QvVZ9g1Cjqh6jnTYHfiHwl0AbHp+J+1bFd1DLuexXzdzP4Vy6TDMbNFZjYvVsWymS2MtEANuu5V/FOuAx0ZnaxEJNouuugiWrTY9aRAaWkpf/vb3zzMSEQaYsOSr5j2yHlUlpdEFN8xfyyHXfIiuW1itdRF4lsWZu9U0LRfkWSX0IWqma3Cv9/pWPxbt2ysJaYC/4jpo8Gn2FWcVhex9wKnxCjdpuKToOOmN2dSpIlo27YtF1xwQY22v//973z55ZeN7vvNN99sdB8iEt6W1fP4+JHzIy5Seww5kgm/eJKsnDaxTSyB+XyVrAgz7bd5y050yB8bp4xEJBYSulAFMLPvzWxG1avW5e/MrMTMzgNG45/6OxX/86zzq97fDAwxs1+bWXm8ck9SwYsUJd8qMyIp5MYbbyQ/P3/ncWVlJSeeeCLff/99g/orLy9n8uTJ/OpXv4pShiJSl8KNS/jooZ9TXlIQUXyfsacz/uz7yMhsFuPMEltFaRFdBx1MVvO6f0XpOfxY0tI824lQRKIg4QvV+jCzWWb2ezM7xMyGmtmQqvd/MLMFXueXJLoHHeuBN5EE1qZNG5599lkyMzN3tq1du5YDDzyQp59+GrPgHajq9vHHH7Pnnnty55131us6Eam/HdvWMvW/Z1GyPbItaPrtdRbjTvqrii8gq3kr9jrlNk68YQYHTPof+aNPIiO75oYJeSOO8yg7EYkWPWEuO1Vt47NfUPPCON4/Hf/+rx3xT9XeBKwxs8J45SCSjMaNG8eDDz7I+eefj8/nf/R9y5YtnHnmmdx1111ccMEFHHXUUfTqtftM/h9//JHXXnuNF154genTp8c7dZGUVFa8jY8eOjvsYkDV+u9zDmNO+DP+H9NSLT0ji+6DD6H74EOoKC9hzYKPWD7rVbaunU/7XqO9Tk9EGkmFqgSagH97nGoGvB2ne18P/AtoGdTuc859D7wH3B3FlZFFmpRzzz2X1q1bc+6551JQsGsa4ddff83XX/t342rXrh0dO3akdevWbNq0iTVr1rBjR+17NXbt2rA9dkUkNF9lOZ89eSnb1kX2OfCAfScx+vj/U5EaRkZmM3oOPZKeQ4/EfD79eYk0ASpUBQDnXBr+53sDvW1ma+OUQv862tOAEVWvK5xz/wWuqtqaKOqcc53wj+jWR99Y5CJSXyeeeCKzZs3iiiuu4JVXXtnt/ObNm9m8eXPIPtq3b88NN9ygZ1RFYsDMmPHKH1n7Y/C6hbXrO/Z0FakN4NKa1JNtIilLhapUmwzsFXDsA37vUS51yQAuBsY7544wszUxuMelwJ9i0K9IXOTn5zNlyhS+++47HnzwQV566SXWrg39eVNubi4HHHAA5557LieeeCLZ2dlxylYktSz45L/89OWTEcX2HHY0e550q4pUEUlZKlQF59z++FdGDvQPM5sZh9t/B7wOfI5/D9eNQBn+PXCHAUcAv6Tm6sPDgNeccweaWVEcchRJOiNHjuSee+7hnnvuYdGiRcyZM4cVK1ZQWFiImdGmTRvatWvHHnvswZAhQ0hP1wItIrG0cu67zHzzLxHFdum/P/uc/k8tnCQiKc2TQtU593DA4W1mNt+LPBItFy845/oAL1Hz78J3+J8ZjaVvgTFm9m0d59dVvd53zt0CPAycGHB+DHATcHUskxRpCvr27UvfvpqhLuKVbWsXMP2ZyyGC1bTb9xzJfj9/gPQMzWwQkdTm1YjqJPwL9QA8gX+/U69MInFyiSvnXAfgLaBDQPM64CQzK43lvc1sdj1itzjnTgaeB04KOHWpc+7vZrYqiqndW3Wf+ugL7P5AoIiIpLyy4gI+efxCKspqX7gsUG67nhww6X9kZufGITMRkcTm5dRfx64C0WuJlEtcOOda4i9SBwQ0bwOOMLMl3mRVNzPzOed+ARwMtKlqbgacCvwjivdZD6yvzzV6fkhERGpjPh9fPHcVhRvD/1jNbNaKAyc9QrMW7eOQmYhI4vNyWbREKgwTKZeYc841A14F9gxo3gEcY2azvMkqPDPbgn8KcKDDvchFREQknHkf3cOqee+GjXNpGez38//QunNdC+CLiKQerd+dYpxzmcBz+PdMrVaGf7rvZ54kVT8fBB0P9CQLERGREFYv+IjZ794RUezYiTfTpd9+Mc5IRCS5JMKqv3c657Z4nENKTP2t2iv1MeC4gOZK4Ewze8ebrOptRdBxffc8FRERiakd29Yy/ZnfRLR40sD9fkHfcWfEIavkZWZ6zEYkBXldqDpguMc5WFUeTZrz/wv/AHB6QLMBvzCzF73JqkHKg44zPclCRESkFj5fJdOfuZyyHeE/g+/UZ29GHh3rRfaT3+dPX4b5KsgbcTxdBx1MRmYzr1MSkTjwulBNlFHMRMkjlu4CLghqu9zMHvEgl8boEnS8wZMsREREajHvw3+zfvEXYeOat+rCvmfeQ1q617+KJbay4m2snPM2vsoyVnz/JhlZuXQfcjh5w4+ly4ADtI2PSBPm9aq/EgfOuT8Dvwlqvt7M7vYin0YKfogneCqwiIiIJ9Yv+ZI57/8jbFxaeib7nf0fmrfU0yvhrJz7Lr7Ksp3HFWVFLJv5Mstmvkxm81b0GHIkQw/5DS3a9fQwSxGJBU8KVTPTIk5x4pz7LXBDUPOtZnarF/k0hnMuAzg3qDl4cSUREZG4Ky3awvSnL8fMFzZ29PE30iFvdByySn7LZ71W57ny4gKWzHie4UdMjmNGIhIvKhibMOfcRcBtQc13m1myPhBzLdAvqO0VLxIRERGpZmZ89dK17Ni2Jmxs3sgT6bfX2XHIKvmVFm1m7U+fhIzp1HsvcloFPxUkIk2BCtUmyjl3JnBvUPP/gMtjcK9HnHMW8HokTPwlzrmD63mPq4CbgppfNbMZ9UxXREQkqpbOfImVc94KG9eifR5jJ96sFWwjtGLOW5ivMmRMrxHHhTwvIslLT/B7xDk3Hmhey6kRQcfNnHOH1tHNajObV0vfhwKPUvODiPnAs8Ah9fwBuSUGxeBewL3OuVn493R9G5hrZqWBQc65HOAQYDJwQFAfm4CropyXiIhIvRRtXc2MKX8MG5eWnsm+Z95NZrOWcciqaVgWYtovgEtLp+fQo+OUjYjEmwpV7zwJ5EUQ1xl4r45zjwKTamnfj93/2w7CXxDW18fAhAZcF4kRVa+bgQrn3ApgG1AGtAXyqX37mULgODNbFKO8REREwjKfjy+fv5ry0sKwsSOOuo72PYI/i5a6FBesY/3i6SFjOvcdT7MW7eOUkYjEmwpVSRQZQO8I4r4EzlKRKiIiXvvxi8dY99NnYeO6DTqYgfsF7xAnoaz4/k2w0LsH5o04Pk7ZiIgXVKiKF+4DtuCfzjuM2kdNA5UAHwH3AG+YhfnJJSIiEmMFGxbz3Zu3hI3Lzm3PXqfeoedS62nZrFdDnk9Lz6THkMPjlI2IeEGFqkfMLD+Gfd8I3Bir/mu53yRqn4JcV/yX+EdGcc5lAYPxj6Z2A1riL1wL8BezC4GZZlZWe28iIiLxZT4fX73wWyrLS8LGjjv5rzRr0SEOWTUdRVtWsXFZ6OUxug44kKycNvFJSEQ8oUJVPFVVgM6qeomIiCS8n758gg1Lvw4b13vMKfQYckQcMmpals9+PWyMVvsVafq0PY2IiIhIhIq2rOK7N28NG5fTuhujj7sx9gk1Qctnh17tNz0jm+57HBanbETEKypURURERCJgZnz98vVUlBWFjd3rZ3eQ1bxVHLJqWgo3LmXzytkhY7oNOpjM7BZxykhEvKJCVURERCQCy76bwpoFU8PG9d/nXLr02y8OGTU94UZTAXpptV+RlKBCVURERCSMku2bmPHqjWHjctp0Z8RR18Y8n6Zq2azQhWpGVg7dBh0cp2xExEsqVEVERETC+O7NWyjbsSVs3NiTbiUzOzcOGTU929YtZNva+SFjuu9xOBlZzeOUkYh4SYWqiIiISAgblnzFkhnPh43LH30S3QZOiH1CTdTyMKOpAHla7VckZahQFREREamDr7KCr6fcEDYuO7c9o4/9UxwyaprMLOy038xmregy4IA4ZSQiXlOhKiIiIlKHhZ8/EnY6KsCYE/6P7Ny2ccioadqyei6FGxeHjOkx9EjSM7LjlJGIeE2FqoiIiEgtdmxby/fv3hk2rtugg+k1XFNSGyOS1X7z9GcsklJUqIqIiIjUYubrfw67Z2p6RjZjjv8/nHNxyqrpMbOwz6dm57ajc79945SRiCQCFaoiIiIiQdb++ElEo3x7HPRrWrTPi0NGTdem5TMp2rIyZEzPYUeTlp4Zp4xEJBGoUBUREREJUFlRyjdT/hA2rmWH3gw+8KI4ZNS0RfKBgKZWi6SeDK8TiAfn3MNBTWZmF3iSjIiIiCS0BZ/8N+zCPgBjTvgz6ZnN4pBR0+XzVYad9tu8ZSc69h4Xp4xEJFGkRKEKTAKs6r2req9CVUSSXn5+PsuWLQsZk52dTXZ2Nu3bt6dLly7079+fIUOGMH78eMaNG0dmpqbTiVQrLlzP3A/vDhvXc9jRdNVWKY22cenXFBeuDxnTc/ixpKWlxykjEUkUqVKoioikrNLSUkpLSykoKGDJkiVMnz5957k2bdpw0kkncdlllzFy5EjvkhRJELPfvj3sAkoZWTnaMzVKls16NWxM3ghN+xVJRan0jKqreomISJWtW7fy8MMPM2rUKE499VRWrVrldUointm86nsWz3gubNzQQ68kp03XOGTUtPkqK1jx/ZshY3Lb9qB9r9FxykhEEkmqjKg+6nUCIiLxcMcddzBixIgabeXl5WzZsoWtW7eybNkypk+fzjfffENxcXGNuBdeeIGPPvqI559/ngkTJsQxaxHvmRnfvnYTmIWMa9WpPwP3Oz9OWTVt6xZ9TmnR5pAxvYYfq61/RFJUShSqZnae1zmIiMTDmDFjIioyi4uLefzxx/nHP/7BDz/8sLN948aNHH300bz11lsceOCBMcxUJLGs+P5NNiz5Mmzc6OP+pG1SoqRVx74MPfRKls16lcINi2qN6aVpvyIpK5Wm/oqISJXmzZtz4YUXMnv2bK688soa54qLizn11FNZs2aNR9mJxFdleQnfvXlL2Lhugw/RAkpRlNu2O8MOu5Jjrv6QI3/zNoMnXEpuu547z7fs0Ju23YZ6mKGIeCklRlRFRKR2GRkZ/P3vf6dnz55cddVVO9s3bNjAb3/7W5544gkPsxOJjwWfPkTRlhUhY1xaBqOOuSFOGaUW5xxtu+1B2257MOLI37F55SyWffcquW27a9qvSArTiKqIiHDllVcyceLEGm1PPfUUCxYs8CgjkfiIdDuaAfueS6uOfeOQUWpzztG+50hGH/dHBu6nnQRFUpkKVRERAfwLMaWl7fqxYGbcf//9HmYkEnvfv3NH2O1osnLaMvSQ38QpIxERARWqIiJSpU+fPhx3XM2FS6ZMmeJNMiJxsG3dQhZ/E347muGHX01WTpvYJyQiIjsldKHqnMtwzh0Q8OrWwH66B/WjBx5ERGpx0kkn1ThesmQJy5Yt8ygbkdia9fbfMPOFjGnVqT99x50Zp4xERKRaoi+mdBLwdNV7HzC4gf3kAh8C1QXqCcDrjUtNJLFUlpewfZMKinhp0T6P9MxmXqcRdXvttddubTNnziQvL8+DbERiZ8OSr1g1772wcf7taBL91yURkaYn0f/lvYBdxeXrZvZTQzoxs4XOuTeBYwP6VaEqTcr2Tct4867DvE4jZRx95Xu07jLQ6zSibsCAAbRo0YLt27fvbFu8eLGHGYlEn5kxM4LtaLoOPEjb0YiIeCRhp/4653KAAwCrej3TyC6fCnh/iHNOu3WLiARxztG+ffsabdpPVZqalXPfZtPyb0MHOcfIo66LT0IiIrKbhC1UgZFANrtGVD9oZH+B1+cCwxvZn4hIk9SmTZsax4GjqyLJzldZzqy3/hY2rvfoU2jTdVAcMhIRkdokcqEaOKdutZltbExnZrYBWB3QpJ8+IiK1aNGiRY3jsrIyjzIRib5FXz9D4cbQ09nTM7IZdvjVccpIRERqk8iFaruqrwasj1Kf6wLed4xSnyIiTUphYWGN4+zsbI8yEYmu8tIi5rz3j7BxA8afR26bBm00ICEUF27wOgURSSKJvJhSVsD7yij1GdhPTpT6FBFpUrZt21bjOHiEVSRZLfjkQUq2hy6Wspq3Zo8Jl8Ypo9RRXLiBV24ZR7vuw+k14jh6DT+WnNZdvE5LmhAzw+fzYWa1vqpjYvkKzifS4/pe27ZtWzp16tSwP6gkksiF6qaqrw6I1n+JwFHUrVHqU0SkyTAzNm6s+aRFt24aWZLkV1q0hR+mPRA2bo+DLyMrp03sE0oxK+e8hfkq2bRiJptWzGTmG3+mU++96DXiOHoOPZpmLdqH70Q8UV5eTlFRUdhXSUkJZWVllJaWUlpauvN9XV+r31dUVFBZWUllZWWN96FetcUFF3NN2eTJk7n99tu9TiPmErlQDfzIs4dzrpOZNXgKsHOuE9AL/1Ti4P5FRASYP38+RUVFNdr69u3rUTYi0fPDx/dRURp6YbCcNt0ZsM85ccootSyb9WrNBjPWL/6C9Yu/YMYrf6TrgAM54NyHcWmJ/FRacisvL2f9+vWsXbuWdevWsXbtWrZs2bLba+vWrTXea50C8UoiF6rfVH01/KOqpwD3NqK/U9m1grABsxvRl0jCadE+j6OvDL95vURHi/Z5XqcQE1999dVubaNGjfIgE5HoKS5Yx8LPHwkbN/yIyaRnNot9Qilmx9Y1bFiy+78t1cznHw1TkdpwpaWlrFixgqVLl7Js2bKdX1evXs3atWtZu3YtmzZtCt+RSAJJ2ELVzFY4534E+uEvMG9wzj1hZgX17cs51xr4PbuK3mVmtiCqCYt4LD2zGa27DAwfKBLCCy+8UOO4X79+9OjRw6NsRKJj3tR7qCwvCRnTputg8kaeGJ+EUszy2a+HjckbcVwcMkluZsaaNWv44YcfarwWLlzI6tWrU2rqq6SGhC1UqzwK/AV/gdkZeMU5d7SZFUfagXOuOfAKUP3EvgGPRTtREZFkt3jxYt58880abRMnTvQoG5HoKNqyip++fCps3PDDJ5OWlh6HjFLP8tmvhTyflpFN9z0Oj1M2yaGiooL58+czY8aMna85c+ZQUFDv8RppglLlQ4lEL1T/CVwBVD9hfwDwrXPuYjP7ONzFzrkJwH+A/uwaTd0M3BmDXEVEktrkyZPx+Xw7j9PS0rjwwgs9zEik8eZ88E98laGfsWvfcxTdBh8ap4xSS+GmpWxa8V3ImG4DJ5DVvFV8EkpQBQUFfP7550ybNo1p06bx7bffUlwc8biMSJOU0IWqmRU5534JvIi/yHTAQOBD59wc4C38z7KuB7YDLfCvELwncBQwtOqa6iLVB/zSzAoREZGd7rrrLl5++eUabeeccw79+vXzKCORxivcuIQlM54PGzf8yN/inAsbJ/W37LtXw8b0SsFpv2VlZUybNo23336bjz/+mG+//bbGB4UikuCFKoCZveKcuwa4g10r9jpgGP5CtC6BCydVF6tXm9mUGKUqIpJ0Kioq+N3vfsff//73Gu1dunThb3/7m0dZiUTH9+/9HfOF3oq9U9996dJvvzhllFrMjGUzp4SMSc9sTvcUGc1eu3Ytb775Jq+//jrvvfce27eHXoVaJNUlfKEKYGZ/d84tBh4G2rCrYIVdBWmNS6hZ1G4GJplZ+Kf5RURSQElJCY8//jh33XUXP/zwQ41zOTk5vPDCCymxmbg0XVvXzN99S5RaDD98chyySU1b18yjYMNPIWN6DDmcjKycOGUUf+vWreP555/nmWee4bPPPvM6nZjIyMggNzeX5s2bk52dTVZWFtnZ2TXeh/qamZlJenr6bq+MjIxa20PFpKWl4Zzb7QXU2h6LV6D6HNcntkOHDg3/D5ZEkqJQBTCzKc65z/E/s3ox/oK1LtX/JTfj39LmX2a2MUS8iEiTMGPGDCoqKmq0lZeXs3XrVrZu3crSpUv54osv+Oabb9ixY8du13fu3JkXXniB8ePHxytlkZj4/r07IcyCI90GHUzH/D3jlFHqWfrdlLAxeSNPiH0icVZSUsKLL77II488wocffpiwU3ozMjLo0KEDbdu2pW3btrRp02a3923atKFVq1bk5uaSm5tLixYtdr6vfmVlZXn9rUgTlTSFKoCZrQeud879CRgH7A/0BdoBLYFC/MXpj8AnwNdmVlFHdyIiTc7kyQ0fHTr99NO566676NKlS/hgkQS2acUsVs59J2zcMI2mxoz5fCwP83xqVk4buvQ/IE4Zxd7cuXN58MEHeeyxx9iyZYtneTjn6N69O/n5+fTq1Yvu3bvTuXNnunTpUuPVtm1b0rR3rSSwpCpUq5lZOfBZ1UtERBqoXbt2nHzyyVx++eUMHRrqsX+R5DH7ndvDxvQcdjTtuuvvfKxsWPo1O7atCRnTa9gxpGck92icmfH2229zxx138OGHH8btvmlpafTu3ZvBgwczePBgBg4cSO/evcnPz6dHjx4a5ZQmISkLVRERiVxWVhbNmjWjffv2dOnShf79+zN06FDGjx/P2LFjyczM9DpFkajZsPQb1v44LWSMc2kMO+zqOGWUmpZFNO33xJjnEStlZWU8+eST3HnnncydOzem92rbti1jxoxhzJgxjBw5kj322IMBAwbQrFmzmN5XxGsqVEVEktjSpUu9TkEkocz94F9hY/JGTaR15/5xyCY1VVaUsfz7N0LG5LTuRsf8sXHKKHoqKip47LHH+POf/xyTf3+dcwwfPpwDDjiA/fbbjz333JPevXtr+yRJSSpURUREpEnYtGIWaxZ+FDLGpWUw7NAr4pJPqlr74zTKdmwNGZM38nhcEj0f6fP5ePrpp/m///s/fvzxx6j2PXjwYI466igOOuggxo8fT9u2baPav0iyUqEqIiIiTcLcD8OPpvYdexot2ufFIZvUtey7V8LGJNO03+nTp3P55ZfzzTffRKW/rKwsDjroII499liOOeYYevfuHZV+RZqapCtUnXMdgTFAT6A10Jza91INycxuinJqIiIi4pEtq+exat57IWNcWgZ7HPSrOGWUmspLi1g5992QMa069adN18FxyqjhVq1axbXXXssTTzzR6L4yMjI4/PDDOeOMMzj++ONp1apVFDIUadqSolB1zqUBvwQuBEZGqVsVqiIiIk1EJKOpvcecQm7bHnHIJnWtmvceleXFIWPyR52Y0M9c+nw+7r77bq6//nqKiooa1dewYcO48MILOeOMM2jfvn2UMhRJDQlfqDrnegEvAaOqmwJOh97Ju44uG3idiIiIJKBt6xayYs5bIWNcWjp7HHRpnDJKXRGt9jvi+Ngn0kDz58/nggsu4PPPP29wH9nZ2Zx55plcdNFFjBs3LqGLcpFEltCFqnOuPfAB0IddBaaxq1jV//kiIiIpbu6Hd4OF/gw6b+SJtGyfH5+EUlRp0WbWLAy9NVD7XqMT8hnhyspKbr/9dm688UZKS0sb1Ef79u351a9+xaWXXkrnzp2jnKFI6knoQhX/9Ny+1CxQV+IfYf0OWA80bk6GiIiIJK2CDYtZPuvV0EHOMeTgX8cnoRS2/Ps3MF9FyJj8kSfEKZvIrVy5krPOOotp00IX2XXp0qUL119/PRdccAE5OTlRzk4kdSVsoeqcywEuYFeB6gP+APzNzCq9zE1EREQSw7ypd2PmCxnTa/hxtOrYN04Zpa5wq/06l0bP4cfGKZvIvPbaa0yaNInNmzfX+9oOHTpw7bXXcskll6hAFYmBhC1UgQOBLHaNpt5mZrd4m5KIiIgkiu2blrF05sth44YcfFkcskltRVtWsWHJVyFjOvfbj+YtO8Ypo9DKysq45ppr+Oc//1nva7Ozs5k8eTLXXnstLVq0iEF2IgKJXajmV311QAXwN+9SERERkUQz76N7MV/oSVY9hh5Fmy4D45RR6loWbvo1kDcqMab9btiwgZNPPplPPvmk3teedNJJ3HHHHdr7VCQOErlQbVv11YCFZrbNy2SaCudcM2BfYBD+P+My/M/9fmlmi73MDXYuoDUe/7PJufifQV4EfGZmm7zMTUREEkfRllUsmfFC2DiNpsZHuGm/6RnZ9BxyZJyyqdusWbM44YQTWLZsWb2uy8/P54EHHuCwww6LUWYiEiyRC9XtdbxvUpxz3YFxwF5VX/cEWgaELDOz/CjcpyPwJ2AS/gKwtpgZwJ/NLPRPmxhwzo3Av3jWsUBaLSGVzrk3gD+Y2ey4JiciIgnnh4//g6+yPGRMt8GH0K770DhllLq2rV3A1jXzQsZ0G3womc1ahoyJtRdffJFzzjmHHTt2RHyNc47LLruMm2++WdN8ReIskQvV+QHvO3mWRQw458YDV+MvTrvF4X4TgOeBDmFCxwBTnHOPAb80s7IYpwaAc+43wB2E/vuYDhwPHO2cu8rM/h2P3EREJPEUF6xj0dfPhI0beshv4pCNLA0zmgqQP+rE2CcSwl133cVVV11Vr2v69u3Lo48+yvjx42OUlYiEUtvIVaKYhn/apwPynHNdPM4nmsYCE4lPkbof8Ca7F6lbgZnAUiD4AZ9zgKddHHaods5dBfyD3YvUNcCMqq+BMoB/Oecuj3VuIiKSmH74+H58FaH3uuwy4EDa9xwZn4RS3Or5H4Y8n9msFV0HTohPMkHMjN/97nf1LlLPOussZs6cqSJVxEMJW6iaWQnwYEDThV7lEmdRm+bsnGsLPAs0D2heBpwItDOz0WbWG//CVfcHXX4ScGW0cqkjv32B24KaPwLGmFk3M9vTzLrhL+w/Doq70zk3Lpb5iYhI4inZvpGfvnwibNzQQ/R5Zrwc9qspjD/zHroNPgSXtvvkqJ7DjiY9IzvueZWXl3Peeedx223Bv2rULScnh0ceeYTHH3+cli29naoskuoSeeovwI34C6ZewDXOudfN7FtvU4qqQvyjhl8DX1V97Q1MjVL/v6XmqO0SYD8zWx0YZGYrgYudc8uBmwNO/dE59z8z2xKlfILdjn9Kb7XXgFOCpxyb2TfOucOBl4Bjqpozqq4/MEa5iYhIApo/7QEqy0tCxnTquy8d88fGKSPJyGxGrxHH0WvEcZRs38TyWa+y5NuX2LxyFgB5I4+Pe04lJSWceuqpvP766xFfM2DAAKZMmcLgwYNjmJmIRCqhC1UzK3DOHQ18AHQG3nHOnW9mr3mcWmO9BrwLzLegXcqdc1FZ77xq8aTgpQ5/GVykBrkVOAI4oOq4NTAZ+H00cgrK7yj8qw9X2wRcUNdzsWZW5pw7H5gHtK9qPsA5d5iZvRft/EREJPGUFm3hx+mPhY3TaKp3mrVoz4Dx5zFg/HkUrP+JFXPeolOffeKaQ0lJCSeddBJvvfVWxNcceeSRPP3007Rp0yZ2iYlIvSTs1F8A51wv/FNhTwcW4y9QpjjnpjvnrnDO7eecG+Cc61Xfl5ffl5ktMrN5wUVqlJ0OBC5PN83MPgiTlwH/F9R8foyeVf1F0PE9ZrYh1AVmth64N0w/IiLSRC349CEqykKv2Nohf8+4F0ZSu1ad+jHk4MtIS0sPHxwlDSlSf/vb3/L666+rSBVJMAk9oop/oR8LODb8iyuNq3o1lJH433tjBe+q/VCE103FP0W4emS3C7A3MD1KeeGcy8Y/chvo4Qgvfxj4Q8DxUc65rHitUCwiIt4oK97Gws/+FzZu6MG/IQ5rAUoCKikp4eSTT464SE1PT+fBBx/kvPPOi3FmItIQCT2iGiDwJ44FtDXm1WQ551qwa/putXcjubZqVPX9oOZjo5FXgAnU3Mt1gZlFtPO2mS0FfgxoaomeUxURafIWfvYI5aWFIWPa9RhBlwHBP/4kFZSXl3PKKafw5ptvRhTfvHlzpkyZoiJVJIElS6EKKVRoRsEQIDPgeImZra3H9Z8FHY9sdEah+/u8ntfHOj8REUkg5aXbWfBZ+IlBQw+5XKOpKcjn83HeeefxxhtvRBTftm1b3n//fY49Ntqfw4tINCX69NdHvU4gSQUvVzevntcHx0d7+btEz09ERBLIj9Mfo2zH1pAxbboNodvgQ+OTkCQMM2Py5Mk8+eSTEcV36dKF999/nyFDhsQ4MxFprIQuVM1M8zEaZmDQ8Yp6Xh8cn+eca1a1t200RDu/4P5ERKSJqCjbwfxpD4SN02hqarr99tu56667Iort0qULH330EQMH6tcGkWSQTFN/JXKdgo5X1vP6dUBFwHEau7aEiYbG5rcqTH8iItJE/PTFk5QWbQ4Z07rLQHrsEbxGnzR1jzzyCL/73e8iilWRKpJ8EnpEVRqsRdBxUX0uNjNzzhXjX6iorj4bo1H51RIftdycc52AjvW8rG+07i8iIrtUlJfww7T/hI0bctBluDR99p5Kpk6dyi9/+cuIYrt06cLUqVNVpIokGRWqTVNw4daQKbvxLFTrm19xmP4a41LgT1HsT0REGmjx189QUhhyi21aduxLz+HHxCkjSQQ//fQTp5xyChUVFWFj27Vrx4cffsigQYPikJmIRJM+fmyamgUdN2SP0dKg4+YNzKU2jc0vlrmJiEgCqKwo5YeP7gsbN+SgX5GWlh6HjARg0VdPs+qH9/FVlnty/23btnHcccexeXPo6eAAOTk5vPnmmwwerDUXRZJRUo+oOud6Ar2AtvhH/wqBLcAyM6vvc49NSfAIZVYD+sgO02djlAA5Acf1zS+WuYmISAJYMuMFdmxbEzKmRbte5I08MT4JCZXlJcx842bKSwrIzm1P3ojjyB99Mu16DI/LQlYVFRWcdtppzJ8/P2xsRkYGL774InvttVfM8xKR2Ei6QtU5dxBwIbA/0DVE3BrgY+BBM/soPtkljO1Bx8EjmJEIHqUM7rMxtlOzUK1vfrHM7V7g+Xpe0xd4JYo5iIikNF9lOfOm3hs2bo+DfkVaetL9KpO0Vs//kPKSAgBKizax8PNHWPj5I7Ts2Jfeo08if9REctv2iNn9r7nmGt55552IYv/3v/9x5JFHxiwXEYm9pPnX3Tk3FP++qiOrm8Jc0g04HTjdOfctMMnM5sYuw4QSXLjl1udi5/9YNNaFauBKvfXKr5b4qOVmZuuB9fW5RtshiIhE19KZUyjaEnrnspw23ckffXKcMhKAJd++VGt74YZFzH7ndma/czvH/nYaLTvkR/3ezz33XMTb0Pz1r3/l7LPPjnoOIhJfSfGMqnPuXOBr/EVqdVVgVa/aBJ5zwBjgG+fcOTFMM5EEF1r1/XizMzU/xPABGxuVUU2Nza97mP5ERCRJ+SormPvhv8PG7THhEtIzGvJkizREadFm1iyYGjKmTdfBMSlS58+fzwUXXBBR7Lnnnss111wT9RxEJP4SvlB1zk0E/suu5xINf/Hp8O+/+TrwCHBP1dfXq9qrY6qL1mzgIefcCfHL3jMLgo571fP64PhlZhbN50CjnV/4h1VEmqj8/Hycc1F5TZkyxetvR4Tls19j+6alIWOat+xEnz1/Fp+EBICl300Ju4BS/qiTon7foqIiTjnlFLZvDz95avz48dx///2a6STSRCT01F/nXHvgf0A6uwrUYuCfwMNm9lOIa/sCFwCX45/GalX9POKc62dmm2KcvpeCC7c96nl98PJ40S4EEz0/ERHxgPl8EY2mDp5wCemZDVl+QRpqyTcvhDzvXBp5o6I7FmBmXHTRRcydG/7Jrby8PF566SWys4PXWxSRZJXoI6p/BFqxq0j9HtjDzK4PVaQCmNkiM7seGFJ1XfXHa62AG2KXckKYCwR+7JnvnKtz4alajA86/q7RGYXub996Xh/r/ERExAMr5rxJwfqQP97JbtGBvuPOjFNGArBl9Ty2rJ4TMqZzv/3IadUlqvd94IEHePLJJ8PG5ebm8tprr9GpU6ewsSKSPBJ2RLVqQZ8z2FWkLgcOMLNt9enHzJY55yYAM/FPGXXAWcCV0cw3kZhZoXNuGnBIQPNhwGPhrq36cz80qPm1KKYH8BFQxK5FkQY45/LMbFm4C51z+UD/gKbCqv5EBLjjjjsYMWJEg65t6HUi0RDxaOoBF5KRpe2z42nJjPCL4Ud7Kva8efO44oorIop96KGHGDZsWFTvLyLeS9hCFRgHdKh6b8DV9S1Sq5nZVufcZHZtO9LeOTfOzL6KQp6J6lVqFqoXEEGhChwE9A44Xgd8GcW8MLMS59y7wMSA5vOBP0Vw+flBx2+bWVnUkhNJcmPGjGHChAlepyFSb6t+eJ+ta34IGZOV05Z+e/88ThkJQGVFGUtnvhwyJrNZK7oPOTxq9ywtLeXMM8+kpCT88hiXXXYZp512WtTuLSKJI5Gn/gaOmm2n8ftUvop/9K3agEb2l+iewT9qWe0A59zBoS6oGk0NLhb/Z2a+aCcHPBR0/CvnXMdQFzjnOgGXhulHRESSjJkx94N/ho0btP8vyMyu745m0hhrFnxEadHmkDF5I44jI4rPDF933XXMmjUrbNzee+/NHXfcEbX7ikhiSeRCtfpBAwOWmllFYzozs3JgaS39N0lV+4HeHdT8X+dctxCXXQccEHC8Dbg93L2cczc65yzg9VEE+b0BfBHQ1B7/qsyZddwjC39R2j6g+RMzi2znbxERSVhrFkxl86rvQ8ZkNm9F/33OjVNGUm3xN8+FjekdxWm/7777bkT7pXbo0IHnnnuOrCxtUSTSVCXy1N/0gPeVUeozsB9Pi3Tn3Hj8qxEHC35IrJlzLviZ0WqrzWxeiNvcBpwLVK9u0Bv43Dl3OfCamVlVLj3wLzB1UdD1N5tZ6I9RG+e3wMfs+m9xHPCuc+5qM/u2Osg5Nwa4Ezgw4NpKQBuliYgkOTNjzgf/Chs3cN/zyGreKg4ZSbWS7RtZPf/DkDGtOvajfc+RUbnfhg0bOPfcyD6MeOKJJ+jZs2dU7isiiSmRC9X1VV8dkOecc9WFVUNUTWvNC2ja0JjkouBJauZTl87Ae3WcexSYVNeFZrbZOXca8A5QPScnD/806q3OuSVAG/yLTKUHXf4KENP5NGb2qXPuOuBvAc0TgBnOudXAGqAbUNuKxdeY2Re1tIuISBJZ99OnbFr+bciYjKxcBux3QZwykmpLZ07BfKEntPXe85So7FtqZlx88cWsXbs2bOzVV1/NEUcc0eh7ikhiS+Spv0sC3reh5sJADXEI0LaO/pssM5sGHAMEj4y2AUbhH2UNLlKfAk5rzAcD9cjvNmAyu4+adwPGsHuRWglcaWZ/j3VuIiISe5GMpvbf91yyc9rEPhmpYcmM8Hun5o8+KSr3evbZZ3nppZfCxo0cOZKbb745KvcUkcSWyIXqdPyLH1VvT3NHXc8vhlN1XeCzltuBzxudYZIwsw+BPYD7gB0hQmcCJ5vZWWZWGpfkADO7E9gTeAOoa+EmH/A6MMbM/hGn1EREJIbWL/6SDUtCLyyfntmcQfv/Mk4ZSbXNq+awdU2op4ugy4ADo7J36rp16/j1r38dNq558+Y89dRTZGdnN/qeIpL4Enbqr5mVO+dexb/nqQHDgFedc6ea2fZI+3HO5QDPsevZTwOmNHZxpsYys/w4328dcKlz7mpgX2Aw/lHVMmAV8KWZhd5lve6+bwRubGR+3wHHOuc6APsBffDvs1oELAI+M7ONjblHKtq2doEn903LyKZlh/x6X1e4cSm+irh9RlJD6y4DPbmvSCqbE8FKv/33/jnNWrQPGyfRFdHeqWNOafR9zIxLL72UTZs2hY39+9//zuDBgxt9TxFJDglbqFb5A3AqkIl/VPVw4Afn3B+BZ82sztHBqgL1Z8BNQHd2jcyWEdl+nU2SmRUDH1S9Ek5VMTrF6zyaijfvOsyT+7bq1J9jrq7/X7Fpj15AwfofY5BReGf8bbkn9422GTNmUFFR/8/hOnXqxPDhw2OQkUjtNi77lnU/fRoyJj0jm0EHXhinjKSaf+/UKSFjMpu3ovsejf8ZE+mU3+OPP56LLgpe81FEmrKELlTNbKlz7lrg7+wqNLsD/wX+5Zz7GpgNbMQ/8paLf/uSEcBYIKfqmupnLQ34nZktjeO3ISISN5MnT27QdSeccAJTpkyJbjIiIcz9MPyzqX3HnUHzlk16N7mEtHr+h5Tt2BIyJm/ECaQ3cu/USKf8tm/fngceeCAqizaJSPJI6EIVwMz+4ZxrD/yeXQWnw1+UHkjNLUsCVf9rZgHv/2xm4X8yioiISMxsWjkr7LYnaelZDD7wkjhlJIGWRLB3ap8o7J165ZVXRjTl9+6776Zz586Nvp+IJJdEXkxpJzP7A3AC/i1rqkdIA1ekdQGvnZcFnFsHHG9mKTvlV0REJFHM/eDfYWP67HkqOW1q251MYqm4cAOrF0wNGdOqU3/a9WjcowJvv/02Tz/9dNi4iRMnctpppzXqXiKSnBJ+RLWamb3mnOsD/By4ABjN7tuqwK5itRKYgX+a8JNVz2aKiDRpU6dOZcKECV6nIVKnLWt+YNW8d0PGuLQMBk+4NE4ZSaCl376E+YJ3jKupz56nNmoa7o4dO7j00vD/fdu3b899992nKb8iKSppClXYuRDQA8ADzrlc/Fua5OHfH7UF/m1ntgDLgG/MrMirXEVERGR3cyPYNzV/9Em0aNczDtlIIDNj0dfPhIxxaenkj5rYqPvcdNNNLFkSfjt7TfkVSW1JVagGqipCP/Y6DxEREYnMtnU/smLOmyFjnEtjyEHhF9iR6Nuw9CsKNywKGdN1wIE0b9Xw4nH27NnccccdYeNOOOEETfkVSXFJ8YyqiIiIJL+5U+8Gs5AxeSNPaNA+zNJ4i74KPZoK0Gdsw4tHn8/HhRdeSGVl6KnFLVu25O6779aUX5EUl7QjqiIS3tFXvufJfdMysht03QHnPoSvojTK2YhIIijcuITl370SOsg5hhx8WXwSkhrKirex4vs3QsZkt+hAt0GHNPgeDz30EF9++WXYuJtvvpkePXo0+D4i0jSoUBVpwlp3Geh1CvWiURSRpmvu1Hsw84WM6TXsGFp16henjCTQsu9eobK8JGRM7zEnk56R1aD+t2zZwvXXXx82buzYsREttCQiTV9CF6rOuS7ALQFN/zGzrxrQz17ARQFNk81sc2PzExERkfC2b17O0m9fDBs35ODL45CN1CaSab99x57R4P7/+Mc/snHjxpAx6enpPPDAA6Sn17apg4ikmoQuVIELgUn490TdCDT0I7bvgeOAdlXHc4E7G5uciIiIhDdv6r1htzzpMeQI2nQdFKeMJNDmVd+zZfWckDEde+9Fq459GtT/7Nmzuffee8PGXXnllYwcObJB9xCRpifRF1MKfGL/CTMLPSelDma2A3gC/x6rDjgzCrmJiIhIGEVbV7NkxvNh4/RsqndatOvF6ONvDPm4SN9xpzeobzPjsssuw+cLPe27Z8+e3HjjjQ26h4g0TQlbqDrnugODA5rCzxkK7YWA9yOccx0a2Z+IiIiE8cNH9+GrLA8Z023QwbTrMTxOGUmwrOatGTj+fI664l0O//Wr9B17OhlZOTvPZzZrRc+hRzeo72effZZp06aFjbvzzjvJzc1t0D1EpGlK5Km/gT+xyoFvGtnfN1X9ZOIfVR0BfNDIPkVERKQOO7atZdFXT4eN07OpicE5R/ueI2nfcySjjvsjy2e9zqKvn6Fd96FkZDWvd3/bt29n8uTJYeMOOuggTjnllIakLCJNWCIXqr2rvhqw1MzKGtOZmZU655YC/aua+qJCVUSamBkzZlBRUdGgazt16sTw4RrVkuj54eP78FWG/vHdud9+dMgbHaeMJFKZ2S3oO+50+o47PeyIeF1uueUWVq1aFTImPT2df/3rX9ozVUR2k8iFaquA91uj1OeWgPeto9SniEjCiGT0oi4nnHACU6ZMiV4yktKKC9ax6MunwsYNO/SK2CcjjZKWnlnvaxYtWsSdd4Zft/JXv/oVQ4cObUhaItLEJewzqvin6VbLqTOqfgLnreijOxERkRj54eP7qawoDRnTqe++dOw9Lk4ZSTz97ne/o6ws9Gh6x44d+b//+784ZSQiySaRC9UNVV8d0C1KfXYPeB96My8RERFpkOLCDfz05RNh44Ye8ps4ZCPx9vnnn/Pii+HXwLz11ltp06ZN7BMSkaSUyFN/Ax9qaOucG2VmMxvamXNuFLv2UQVY0+DMREQSxNKlS71OQWQ386c9QGV56B3lOvbei85994lTRhIvZsbVV18dNm7s2LGcd955cchIRJJVIo+oTgfK8C+mBHBJI/u7NOB9JfB5I/sTERGRICXbN/Hj9MfCxg09VKOpTdELL7zAF198ETbu3//+N2lpifxrqIh4LWH/hTCzHcBn+Kf+OuA859wBDenLOXcgMAl/0WvAF2a2LUqpioiISJX5nzxAZXlxyJgO+XvSue/4OGUk8VJaWsq1114bNu6ss85ir732ikNGIpLMErZQrXJH1VcD0oFXnHOH1qeDqvgp+L/X6gWUwi9DJyIiIvVSWrSZHz9/NGzc0EOu0HYkTdB9993H4sWLQ8ZkZ2dz8803xykjEUlmCV2omtlbwCf4C0zDv6XM2865/znnQm665pwb7Zx7BHibXVvRGPC5mb0Su6xFRERS04JPH6KibEfImPY9R9Gl//5xykjiZcuWLdx0001h437zm9+Ql5cXh4xEJNkl8mJK1U4Dvsa/8q/hL67PAc5xzq0HZgDrge1AC6ATMKbqK+wqch2wAjg1nsmLiIikgtIdW1nw2f/Cxg09VKOpXlq/+Et8vnI699kXF8VnRG+++Wa2bNkSMqZ9+/Zcd911UbuniDRtCV+omtla59zRwCtAPrsWV3JAZ+CoWi6r/glY/UyqAxYDx5vZ2pgmLCIikoIWfvoQFaXbQ8a06zGcrgMnxCchqdWsd/7GxqXf0LJDb/rtdTa9x5xCdm7bRvW5ZMkS/v3vf4eN+9Of/qTtaEQkYgk99beamX0PjAKerWqqHiW1ui5hV4FqwBPAaDObF+NURUREUk5Z8TaNpiaBrWvms3HpNwAUblzCzDf+zJRbxjH92SvYsPQbzOr6tSq0P/zhD5SVlYWM6d+/PxdddFGD+heR1JQUhSqAmW0zszOAPYD/4B8hdSFePwH/BgaZ2TlmVuBJ4iIiIk3cws/+R3lJ6B+zbbsNpdugQ+KUkdTmpy+f2K3NV1HK0m9f4v37TuLtfx7J1rUL6tXn999/z1NPPRU27q9//StZWVn16ltEUlvCT/0NZmYLqNoT1TnXBegLtANaAoXAZuAnM1vnWZIiIiIporykkPmf/jds3NBDf6PRVA+Vlxax5NuXQsYUblxKTuuu9er397//fdiR2PHjxzNx4sR69SsiknSFaqCq5031zKmIiIhHFn7+COXFoUdT23Tdg+57HB6njKQ2y757JewzxPmjTiSreauI+/z888957bXXwsbdcccd+pBCROrN06m/zrkDnXNJM/1YREREdikvKWT+Jw+GjRt6yOUqVDxkZvz0xe7TfoP12/vsevV5/fXXh4076aST2HvvvSPuV0SkmtdF4lRgg3PuCefcz5xzkX+MJyIiIp5a8OnDlO3YGjKmdZeB9BhyZHwSklptXjmLLavnhIxp33Mk7boPi7jP9957j48//jhkTFpaGn/5y18i7lNEJJDXhSpAG+AM4Gn8Rev7zrnLnXO9vU1LRERE6lK2Y2tko6kHXx7V/Tql/n6c/njYmH57RX809ZxzzmHw4MER9ysiEigRfnJUr9ILkAkcBNwF/OScm+Ocu8U5t49n2YmIiMhu5n/6UNiVflt16kePYUfHKSOpTWnRZpbNejVkTGbzVvQacVzEfb744ovMmDEjZExWVhY33nhjxH2KiATzulDdG7gZmM2uYjXw62Dgd8Cnzrm1zrmHnXMTnXM58U9VREREAEqLtrDg04fCxg079ErS0tLjkJHUZdFXT+OrKA0Z03v0KWRkNY+ov4qKCm644YawcRdffDF5eXkR9SkiUhtPC1Uz+8rM/mBmI4F84DLgXaC8KiSwaO0EnAu8AGx0zr3pnLvEOdcjvlmLiIikth+m3R92BdnWXQbRc9gxccpIauOrrIhw2u9ZEff5+OOPs2BB6L1Wc3NzI5oaLCISitcjqjuZ2XIzu8fMjgQ6AKcCjwGbAsKqC9dmwBHA3cAy59y3zrkbnXNj4pq0SJTVtiqmz+fzIBOR6Krt73GanltMSiXbN7Lws/+FjRt22FV6NtVjq354nx3bVoeM6dxvPK0794+ov7KyMm666aawcVdccQWdO3eOqE8Rkbok5E8QM9tuZi+a2SSgM7AfcBvwA7VPER4B/AH4yjm30jn3H+fcMc657DinLtIotf3iXl5eXkukSHIJ/nvsnNN2JUlq3kf3UVleHDKmbbeh9BhyRJwykros/PyRsDED9j0v4v4effRRli5dGjKmbdu2TJ48OeI+RUTqkpCFaiDz+9zMrjWzIUA/4Er8W9tUVoUFFq3dgF8CrwKbnHNTnHMXOOf00Z4kPOccWVlZNdoKCkIvViKSDIL/HmdmZqpQTULFBev4afpjYeOGHX6V/vt6bNvaBaxf9HnImNy2Peg2+JCI+isrK4toq5lrr72WNm3aRNSniEgoCV+oBjOzxWb2TzM7BOiIf2ubp4CtAWHVKwnnAMcBDwCrnHNfOOd+75yLfKMwkThr3bp1jeOCggIqKio8ykak8SoqKnYrVIP/nktymDf1HirDLMzTvudIug2KrPiR2Fk4/dGwMf32/nnEi13973//Y/ny5SFjunTpwq9//euI+hMRCSfpCtVAZrbNzJ41s7PxL7Z0EPB34MeAsOqPdNOAscBNwHfOuSXOuX875w5zzmXGNXGREIJ/gff5fCxbtoyysjKPMhJpuLKyMpYtW7bbM6oqVJPPjq1r+OnLp8LGDTvsao2meqyseBtLZrwYMiY9I5u+Y0+PqL/S0lJuvvnmsHHXXXcdOTnamEFEoiPD6wSixcwqgY+rXpOdcwPxj6YeB+wLpOMvWq3qax5wadWrEGgT/6xFdpeZmUlubi5FRUU728rKyli8eDE5OTm0aNGCnJwc0tPT9cugJBwzo7Kykh07drB9+3Z27NiBmdWIyc3NJTNTnw8mm7lT/42vMvQHZh3y96TLgAPilJHUZfE3z4d9jjhv5Ilk57aNqL+HH36YFStWhIzp1q0bF154YcQ5ioiE02QK1WBmtgBYANzhnGsLHIO/aD0CaBUQ6oCW8c9QpG6dO3dm+fLlNab8mhlFRUU1CliRZJOZmanVQJPQ9s0rWPz1s2HjNJrqPfP5+DGC54j773tuRP2VlpZyyy23hI277rrraNasWUR9iohEIqmn/kbKzLaY2RNmdhr+rW8OA/4NLPM2M5HaZWdnk5+fT3a2Fq6WpiM7O5u8vDz9vU5Ccz/8N77K0CuQd+qzD136jY9TRlKXNQs/ZvumpSFjOuTvSbvuQyPq77///S8rV64MGdO9e3d+8YtfRJqiiEhEUqJQDWRmFWb2gZn9xsz6AMOB33udl0iwzMxM8vLyaNlSA/6S/Fq2bEleXp6m/Cahwk1LWTLj+bBxww6/Kg7ZSDiR7HE7YJ9JEfVVUlIS0Wjq9ddfr9FUEYm6Jjv1N1JmNgeY43UeIrVJT0+nR48eVFZWUlRUxPbt29m+fTuVlZXhLxbxUHp6Oi1atKBFixbk5uaSnh7ZyqKSeOa8dxfmC/1vTpf++9Op915xykjqsm3dj6xZ+FHImOYtO9Fj6JER9ffggw+yevXqkDE9e/bkggsuiDRFEZGIJX2h6pxrCbTGPzq81sy0NKo0Oenp6bRq1YpWrfyPV5sZPp9vt0VqRLzmnCMtLU3PKTYRW9fMZ+l3U8LGDTvs6tgnI2Et+PShsDF99zqL9IyssHHFxcURj6ZqOr+IxELSFarOuYOBk4H9gUH4V/OtdhjwYS3XjAFyqw63mtnsWOcpEkvOOY1QiUjMzX7nNgjzgVi3QQfTIW90nDKSupQWbWbpt6G3pElLz6TfXmdG1N/999/P2rVrQ8b06tWL888/P+IcRUTqI2kKVefc3sB9+J8phV37o1YL9ZP0NKD6494C51xXMyuJcooiIiJNxoalX7Pqh/fDxg097Mo4ZCPh/PTlk1RWlIaM6TX8WJq3Cr/qdklJCX/729/Cxt1www1kZYUfnRURaYikWEzJOfcb/PujDqd+BWq1fwGVVde2wj8iKyIiIrUwM2a9Hb5Q6Tn0KNr3GBGHjCSUyooyfvz80bBxA/ePbGXehx9+OOxoan5+PpMmTYqoPxGRhkj4QtU5dz5wFxC4VGQl8CXwPLsXrrsxs5XUnBJ8fDRzFBERaUrWLPiIDUu+ChnjXBrDDp8cp4wklOWzX6O4cH3ImE599qZd92Fh+yovL+e2224LG3fDDTdoFW8RiamELlSdc/nAvfhHTatftwNdzGyfqn1RIbJR1eoHNxxwSJRTFRERaRLM52PWO+ELlfwxp9C6c/84ZCShmBkLPgm/iNLA/SIbTX3yySdZtiz0NvO9e/fmnHPOiag/EZGGSvRnVG8Cqh9+8AFnmtlzDezrk4D3bZ1zfc1sUaOyExERaWKWz36dravnhoxJS89i2KF6NjURbN+0jIINP4WMadE+j26Dw39GX1lZya233ho27vrrr9doqojEXMKOqDrnsoCT2DWS+kAjilSAhcCOgOPBjehLRESkyfFVljP73TvCxvXf5+fktu0eh4wknJYd8jnhui8ZfsQ1NG/ZqdaYgePPJy0t/ErxL774IgsXLgwZ06NHD42mikhcJGyhCowHctj1DOrtjenMzHzAmoAm/YQVEREJsPjrZ9m+aWnImIysXPY46NfxSUgikp3bliEH/5rjrv2cvU+7i7bdhu48l9msFb33/FnYPswson1Tf/vb32qlXxGJi0Se+ts74P0qM1sShT63BrxvFYX+REREmoSKsmLmfPDPsHGDDvglzVq0j0NGUl/pGVn0Hn0y+aNOYsOSL5n/yX9p1akvmdm5Ya994403mDVrVsiYjh078otfRPasq4hIYyVyodqx6qtRcyQ0WhJ5NFlERCSuFn7+CMUF60LGZOW0ZdD+v4xTRtJQzjk69dmbTn32xiz8epNmxs033xw27sorryQnJycaKYqIhJXIxVrgrtXRmmMS+BHwpij1KSIiktRKd2xl3kf3hI0bcvBlZDZrGYeMJFqcC7uLH1OnTuWLL74IGdO6dWsuvfTSaKUlIhJWIheq1RuCOaLwPKlzrg3Qi11b2YTecExERCRFzP3gX5QXF4SMyWndjf57nx2njCSeIhlNveyyy2jdunUcshER8UvkQjVwrfX2zrlBjezvCPzfb/VHi183sr+E55x7xDlnUXotjUF+SxuZ04Ro5yQikmq2b17Oj9MfDRs39NArSM9sFoeMJJ6++OILPvzww5AxOTk5/OY3v4lTRiIifolcqH4DbGbXCGhjH4qZHPB+oZnF4rnXpqzM6wRERCT6Zr19G77K8pAxLTv2pfeYU+KUkcRTJCv9XnzxxXTo0CEO2YiI7JKwhWrVdjKv4B8BdcCvnHOjGtKXc+4PwJjqroHHo5Jkannd6wRERCS6Nq2YxfJZr4aNG3nUtaSlJ/L6i9IQs2fP5rXXXgsZk5WVxdVXXx2njEREdkn0nzo3AWcBmfgXVHrbOXe8mX0ZycXOuXTgL8A1+AtUh3+Lmn/HJNvEcxv8P3v3Hd5k9TZw/HvSvaCL2RbK3htkLxEBUXHhVtxbcSvgwC3u8Sr6c2/FrQjI3lP23ruU1UL3Ss77R1oooU3ypFlt78915Wry5D7nuStIe+csvnWhXTPgQ5trX1Y4G/sOA0YXP9nfR18IIUS5tNas/udFh3G1kruR0Pp8L2QkvM2Z0dRbbrmF+vXreyEbIYQ4k18XqlrrvUqpF7EWrBrrkTULlVI/Yh0VXVkcqorfD1BKxQNNgXOBO4AkTq9L1cBorXWm974L39FabwI2GW2nlDrX5tJqrfU692RVrjyt9UwP30MIIUSxg5tncHS34899Ow5/yqmdY0Xlsm3bNiZNmmQ3JiAggMcff9xLGQkhxJn8ulAF0Fq/qJRqCtxIcTEKXFv8KE0B08q4BqdHU9/WWrsywlhtKKVMwA02l7/0QSpCCCE8xGIuYu2UVx3GNWh/IfENXFp1IzwgN/MoYVG1HAc64dVXX3V4xup1111Ho0aN3HI/IYQwym/XqNq4BXiB0xsrwem1q7rUQ9k8SuI1MEZrXXpDJVG284DEUq8Lge99lIsQQggP2LniBzKO7rAbYwoIov1QGU3zF+kpm/jz5XNY/MP9pKdsrFBfe/fu5Ztv7G/XoZRizJgxFbqPEEJURKUoVLXWFq31s0A/YDqnR0rPCuXsYnYO0E9rPcGzWVYZo2xeT9ZaH/NJJkIIIdyuMD+L9TPedhjXtMcNRMUlez4h4ZTN8z9GW8zsXfMn094dxpxPryd1x0KHo6Jlef311ykqKrIbc/nll9OyZUVPBhRCCNf5/dTf0rTWi4GhxWeqDgP6Aq2AOCAayAGOAbuxFqjTtNarfJNt5aOUqgFcanP5Sx+kIoQQwkO2zPuY/Cz7nz8Ghdag7SA5N9NfZB7fc9buzKnb55O6fT4xCW1p1f8uktpe4NTOzKmpqXz66acO48aOHetyvkII4Q6VqlAtobXeAmwBHH8kLIy4Eggr9foIMMVHuQghhHCznJOpbJ7/P4dxrQfeS0hEjBcyEs7YPHci2mIu8730gxtY/P19tOx3J52Gj3PY11tvvUV+fr7dmAsuuIBOnWRtshDCtyploSo85iab199pre3PDXKz4l2bE4EaQAZwHDigXZnbJIQQ4gxrp76CuTDXbkx4dAItet/spYyEIzknDrF75S8O4xp3vdJhTFpaGhMnTnQYJ6OpQgh/IIWqAKB4Z+XeNpe/8GIKtZVSm7BO5baVppRagHVTp1+11mV/rOwGSqnaWI9BMqKJJ3IRQgh3OrZ3FXtW/+4wrv2QxwgICvVCRsIZm+d/hMVcaDcmofX51KzTzGFf7733HllZWXZj+vfvT+/etr8OCCGE90mhKkrYbqK0Smu93ov3D6PsIhUgFhhR/NiplLpVaz3PQ3ncAzzrob6FEMIntMXCqr+fcxgXk9CW5I6XeD4h4ZTczKPsXP6Dw7g2597vMCYzM5P33nvPYdy4cY6nDwshhDf4/a6/SqkGpR5RLvYRVbofd+dY2SnrSe432lz+0gepOKMJMEspJbt8CCGEk/as+YPj+1c7jOt4wTiUye9/Nag2ti78FHNhnt2Yus37E5fUwWFfEydOJD093W5Mt27dOO+88wzlKIQQnuLXP42UUsOw7uBb8mjqYlfNgT0l/SilBrghvarkXKB0AV+A985OzQAmAbcCXbHu4BwE1MQ6wnorsNCmTQDwtlLqai/lKIQQlVZhfjZrp77iMC6xzVDqNpUpn/4iP+cE2xd/7TCuzbn3OYzJzc3lrbfechg3btw4rJ9dCyGE7/n71N/bOX1m6iytteOPg8ugtV6plJoH9C++dBswt+LpVRllnZ163Av3fQyYqrUua8FMRvFjC/C5UupS4HOsxxCB9e/FZ0qpuVrrVDfm9CHws8E2TYA/3ZiDEEK4zea5E8nNOGw3xhQQ7NSOscJ7ti36gqKCbLsxtRp1p3aj7g77+vzzzzl82P7fgbZt23LRRRcZylEIITzJbwtVpVQQMBgo2e3V8SIN+77ldKE6TCmlZCdZUEpFApfZXP7SG/fWWjtdEGqtf1dKHQJmc/oInXBgHOB4cY7z9zmC9Vgep8mnz0IIf5WdfoAt8z92GNei761ExjX0QkbCGYX5WWxb9LnDOGfWphYWFvLaa685jBs7diwmmfYthPAj/vwvUgcggtMjqv9WsL9ppZ5HA20r2F9VMRLrf+cSh4GpPsrFLq31UsD2p+21Sil//nsshBA+s2bKy5iL7J+ZGRpVy6mCR3jP9iXfUJB70m5MbGIH6jbr67Cvb7/9ln379tmNadq0KVde6fh4GyGE8CZ//gW/9A6wR7XWByvSWXH7o6Uuta5If1XITTavvX52qkHvAqWPp4nFurZVCCFEKUd2LWPfuskO4zoMeYKgkEgvZCScUVSQw5YFnziMa3Pu/Q5n9JjNZl55xfH65CeffJKAgACncxRCCG/w50K15CxLDbhrDeKhUs/ruqnPSksp1Riw/Tj2Sx+k4jStdTqwyuZyC1/kIoQQ/spiMTt1HE1sQjsadbnCCxkJZ21f8jX5WcfsxtSs25KEVo535/3ll1/Yvn273ZikpCRuuOEGQzkKIYQ3+HOhWvq0cft7szuv9PyniHKjqo8bOT21Grx/dqqr9tu8rlVmlBBCVFO7VvxEesoGh3GdLx4vx9H4kcL8bDbP+8hhXJuB9zn8c9Na8/LLLzvs67HHHiM4ONjpHIUQ7mUuyifnxCEsZn+e0OgbfruZEpBW6nm8m/qMK/U80019VkrlnJ36hS9ycUGhzesgn2QhhBB+KD87nbXTJjiMa9DhYmold/NCRsJZ2xd/SX52mt2YqPhGJLUf7rCvyZMns27dOrsxtWvX5rbbbjOUoxDCuJyMVPau+Yu8jCPkZlofecVfC3MzALjwsflExSf7NlE/48+Fasm8FwU0UErV1Frb31nADqVUNNCQ07sIHy0/ulroDzQq9dqbZ6dWlO207er+ZymEEKes+/c1CnLS7cYEBIXScdgYL2UknFGYl8lmJ3ZobjPoAUwm++tJtda89NJLDvt66KGHCAsLcxgnhKiYvMyjrPnnRbsx+dnHpVC14c+FasnHgBoIAC7CesSMqy4u7qekz80V6KsqsD079W+ttf2Pcf2AUioEsB0CsJ0KLIQQ1dLx/WvZsdzxZ46t+t1JREyCFzISztq2+EsKck7YjYmKb0zDDiMc9jV79myWLVtmNyY6Opp77rnHSIpCVCsFuSfJPL6HrGN7rV+P7yHr+F7OveNHTAHGJvOFRdV2GONoNkV15LeFqtZ6m1JqP5CIdVT1WaXUT1pr22mfDimlgoGnsRaoCjistV7r1oQrEaVUBGC7e8aXPkjFFVdjPT+1RD6wyEe5CCGE37BYzPz3xzhwcER4eM16tBpwt5eyEs4oyM1gy/z/OYxre96DmAIc/+rmzGjq/fffT40aNZzKT4jq4uie/1g9+QUyj+8pd2ZKzslDRMY2MNRvSGQ8SpnQ2lJuTJ4Uqmfx9x0UfsRaWGqgMfCNi/18AzQp1ddPbsmu8rocKH0WQSpnnjPrl5RSdQHbn77TtdY5vshHCCH8ya4VP5J2wP6aRIDOFz1LYHC4wzjhPdsWfe7w3NQatZvSoMNFDvtasmQJc+bMsRsTERHB6NGjDeUoRHVgCgjk+P7VdpdP5JxIMd6vKYCQyDi7MfnZxw33W9X5e6H6GpBV/FwBI5VSc4uPVXFIKdVEKTUX6+hhyUfMOYDjQ8WqtptsXlfo7FSlVLJSSts8ku3E11NKPaeUijFyD6zFdOm5ahoY72LaQghRZeRnpzm1gVLdZv1IbDvMCxkJZxXknmTLgk8dxrUd9KDDtang3GjqXXfdRVyc/V+ahaisCvMyOb5/jUttI+OSHcZknzjoUt9hUXXsvp+fbX9vgerIb6f+AmitjyulHgMmcnrabj9gq1JqKjAF+A84grWgjQRqA12BC4BhWIvxkiNYNPCY1vqIN78Pf6KUaggMsLn8pZfTCAGeAR5WSv0F/Aos1Vqf9RGVUqop1sL6PqCmzdvvaq1tz1QVQohqZ+20CQ7XN5oCgugy4nmsm74Lf7F1wacU5mXYjalZp7lTO/2uWbOGf/75x25MSEgIjzzyiKEchfBXBTknOL5/LWkH15OesoH0lI1kHd8LSjHy+c2GZ4+EhEcTHFbT7gyH7HQXC9UatUm3MxgrI6pn8+tCFUBr/bFSqhXwAKdHRQOA4cUPe0qm+pYUuW9rrR0fUFa12Z6dulJr7fiwPc+IBK4tfqCUOo71Q4cMIAyoR/lnpP4MyE9aIUS1d2zfanau+NFhXMt+d1KjllMTkoSX5GensXXh5w7j2p7n3GjqK684njB2yy23UK9ePafyE8JfHd2zguW/PEHG0R1lB2jNiUObiW/YxXDfUfGN7I7I5rg4ohoaWd6vtFaymdLZ/L5QBdBaP6iU2o11KnAQpwtWex8Lly5Q84FHtdYfeDTRysF2t98vfZFEOeI486zbsuQDY7F+6GB/xxAhhKjiLOZCVvw2xvEGStEJtDn3Pi9lJZy1ac6HFObbP9a9Zt2WJLW9wGFfW7du5eeff7YbExAQwOOPP24oRyH8UUhEbPlFarH0lI0uFaqRccl2C9VsF9aoAkTFJ1OjdjPCatQmLKo2oTVqExZVh7Co2oRExhERLTux26oUhSqA1vpdpdRMYBwwktNHzcDpwhVOF68KKMK6IdMrWuvqfhwNSqk+WDeVKuGrs1MPA6OBgUBPwP6kfau9WDfFmljWFGEhhKiOti78nBOHNjmMkw2U/E/2iRS2LfnKYVy7wQ+hTI63FHn11Vdx9Pnt9ddfT3JysrMpCuG3ouIaOZyim37QtQmDUXEN7b6f4+LU39YD76X1wHtdaltdVZpCFUBrvRG4Vin1MDAI6Iu18IoFooBMIA3YDiwAZlXn9ai2tNYLsT8K7Wq/e4z0q7XOBd4rfqCUqge0ABoA8ViPnykA0rFOBV4hxakQQpwpK20/62e85TCuXvMBJLYZ4oWMhBEbZ76DpSjfbkx0vdYktnb8Z7d3716+/db+UfNKKcaMGWMoRyE8yVyUz9E9/1GrYRcCgkINtVUmE3FJnTi0bW65MekpG13KKzI++axrQaE1iIpPJiq+ETXrNHepX2FcpSpUS2itU4Hvih+iktNaHwIO+ToPIYSoLLTW/PfHU5gLc+3GmQKC6TLiOdlAyc9kHN3Jrv8mOYxrP+RRp0ZTX3vtNYqK7G/ef8UVV9CiRQuncxTC3bTWZBzZzqFt80ndvoAju5ZgLsxj4O3fU7dpH8P9xTWwX6ieSN2KxVyIKSDIWL9JnWh73kNExScTGZdMVFwyweHR8u+oD1TKQlUIIYSozvavm8yhrfbPygRoPeBuouIbeSEjYURAYCgNOlzM3jV/lBsTn9yV+i0HOezr0KFDfPbZZw7jxo4dayRFIdzCYi4iZcssDm6ayaFt88jNSD0rJnXbfJcK1fgGnR3cu4CTR3YQU6+VoX5r1GpMu8EPGc5HuJ+/n6MqhBBCiFIKck+y8u/xDuOi4hvLeig/FRGTQK9r3mPo6KnUb3lumTEdhj7h1AjOW2+9RX6+/SnEF1xwAR07dnQlVSEqRimW/fI4u/77qcwiFeDQtvkudR2X1MFhTObRnS71LfyDjKgKIYQQlcjaaRPIyzzqMK7bZa8YXvclvCumfhv63/wlR3YvY+20CRzb8x8A9VueS+1G3R22P3bsGBMnTnQYN27cuArnKoQrTKYA6rc8lz2rfi035sShTeRmHiEsqrahvoPDo6lRqykZR3eglIkadZoRU78tMfXbEJvQluh6rQkOq1HRb0H4kBSqQgghRCVxdM9/7Fhqf9McgEZdRlKnSU8vZCTcoXaj7px316+kbJnFun/foP0Q546Qeffdd8nOzrYbM2DAAHr16uWONIVwSWLrwXYLVYDU7Qtp1Pkyw313HD6WwOBwYhPbExQS6WqKwk9VykJVKdUSSAJqAmG4sJOt1vprd+clhBBCeIq5MI/lvzguYEIiYuk0/CkvZCTcSSlFQqvzqN9ykFNTfk+ePMn777/vME5GU4Wv1W3eD1NAMBZzQbkxqdvnu1SoJrQ6ryKpCT9XaQpVpdQQ4A7gfKzHl1SUFKpCCCEqjQ2z3nV4wD1Ap+FPERIR44WMhCc4u7PoBx98wMmT5Z8hCdC9e3cGDXK8IZMQ9mSnH2DP6t9JT9lEn+sdTzW3FRQSSe0mPUndNq/cmNRtC9Bay8664gx+X6gqpaKBL4GLSi5VoDtd3N7+idhCCCGEH0k7uJ7N8z5yGFenSS+SO1/uhYyEL2VnZ/PWW47P0H3qqafkF3/hksK8TPatn8KeVb9yZNfSU9czj+12aSfxxNaD7RaqweE1ycs6anidqqja/LpQVUqFA/8CXTldYJYUmy516abUhBBCCK8wFxWw7OdH0Raz3ThTYAjdLntFCpNq4OOPP+b48eN2Yzp06MDw4cO9lJGoCizmIlK3L2D3ql85uPFfzEVn7ya9b90/tDn3PsN9W49aOr0kITg8mrpN+1K3eT/qNutLRHT9iqQuqii/LlSBMUA3zixQ84DpwBrgCGB/FwEhhBCiEts8dyInDm12GNd20Gg5M7UayMvL4/XXX3cYJ6Opwqj87OPM//JmtLaUG7Nv3WSXCtWImASSO11KVHwj6rUcSEz9tphMARVJV1QDfluoKqWCgQc5cwT1E+AJrfUJH6UlhBBCeM2J1K1snP2ew7iY+m1p1f9OL2QkfO2LL74gNbXs8yhLtGzZkssuM74xjajewmrUoW6zfhzaNrfcmBOHNpFxdBc1ajU23H/Pq9+tQHaiOjL5OgE7+gARxc818IXW+k4pUoUQQlQHFnMRy35+FIu50G6cMgXSfeTrmAKCvJSZ8JXCwkJeffVVh3Fjx47FZPLnX/GEv0ru4niN+/71/3ghEyH8u1BtWvy1ZG2q7K8uhBCi2tiy4BPSDqx1GNd6wD3E1G/jhYyEUfk5J9za37fffsu+ffvsxjRq1IhrrrnGrfcV1Udi6/MJdHAe6b51UqgK7/DnQjWu+KsGdmit7c9zEUIIIaqIE4e2sH76mw7jatRuRptB93shI2HUkV3L+PPl7qyb/iaF+VkV7s9sNvPyyy87jBszZgyBgX67skv4ucDgMJLaXWA3pmT6rxCe5s+Fam6p5+k+y0IIIYTwInNRAUt+ehCLucBunFImuo98g4DAEC9lJpylLRZW//Mi5sJcNs56l8mv9WfHsu+xmItc7nPSpEns2GH/HN3ExERuvPFGl+8hqoaTqVtZPeUll/++Nepc9vpmU2AISe2G02/UZ0TEJFYkRSGc4s8fuZX+1ziu3CghhBCiCtk4611OHNrkMK5Fn9uIb9DJCxkJo3av+vWMadt5WUdZ8duTbFv8BR0vGEf9FgMM9WexWHjppZccxj322GOEhMgHF9WR1ppDW+ewZcEnHN6xCID4Bp1JajvMcF+1G/UgvGZ9ck6mAFCr0Tkkd7qMBu2HExxW0615C2GPPxeq84ECIBhopJSK0VrLyKoQQogq69jeVWya84HDuMi4ZNqd/4gXMhJGFeZlsnZq2RsenUzdyrzPb6Rus350vfRFouKSnerzr7/+YuPGjXZjateuzW233WY0XVHJmYsK2Lv2T7bM+5iTh7ed8d62RV+4VKgqk4lW/e+kIDeD5M6XEhnbwF3pCmGI3xaqWusMpdT3wE1YpyjfADjeo18IIYSohIoKclg66SG7ZxgCoBQ9rnyTwOAw7yQmDNkw6z3yso7ajTm6exmmgGCn+tNa8+KLLzqMe+SRRwgPD3eqT1E1bF/yNRtn/x+5GWVv43Jk11LSUzYRU7+14b6b9765oukJUWH+vEYVYCyQVvz8aaVUsg9zEUIIITxmzZRXyDy222Fcq/53USu5mxcyEkZlHNnB1oWfOYxr0fd2IqLrO9Xnv//+y8qVK+3GxMTEcPfddzvVn6g6Mo/tKbdILbFt8ZfeSUYID/DrQrV4p99LsW6sFAfMUkrJghwhhBBVyqFt89m+5CuHcTXrtqTd4Ie9kJEwSmvNyr+fQ1vsb2ATVqMOrQfe63SfL7zwgsO4Bx98kKioKKf6FFVHiz63okz2J0fuXf07+dmyck5UTn5dqAJorRcA/YBdQCNgmVLqe6XUJUqpRKWUc3NnhBBCCD+Ul3WcZZMcF5+mgCB6XvW27PLrp1I2zyR12zyHcR0vGEtQSIRTfc6bN4/FixfbjYmKiuL+++WIouooIiaBhh0vthtjLspn54ofvJSREO7l14WqUsqslDIDK7AWqRrrutqrgF+BvUBuSZyBh+v7wwshhBBuorVm+S+PkZt5xGFs28EPEVO/jReyEkaZC/NY9fdzDuPiG3ahYcdLnO73uecc93nvvfcSExPjdJ+iamnZ706HMdsXf43FYvZCNkK4l18XqoAq9Sihba67+hBCCCF8avuSrzm4eabDuLgGnWnV7y4vZCRcsWXhp2Sl7bMfpBRdRjyPUs79CjJ37lzmzp1rNyYsLIyHHnrIySxFVRRTrxX1mg8o8z1TYAiNuoyk76hPMJkCvJuYEG7gt7v+llK6MHVXX0IIIYRPnUjdyup/HO/mGhAURs+r3sYUUBl+ZFc/2SdS2DT7/xzGNel2NbEJ7Zzu15nR1DvvvJPatWs73afwX+bCPAKCQl1q22rAXRzaNvfU6+DwaJr3HEWzXqMIjYx3U4ZCeJ+//9Sbj7W4FEIIIaqMosI8Fv9wH5aifIexnYaPIyq+kReyEq5Y9dd4igpy7MYEhdag/ZDHne7TmdHUkJAQHn30Uaf7FP4pO/0gG2a9y5FdS7jg4ZkurUGv3bgnsQntyM85Qcu+t9G421UEBstRRaLy8+tCVWs9wNc5CCGEEO62ZsrLnEzd6jAuofVgmva4wQsZCVcc3DyTAxunOYxrd/7DhEbGOd2vM6Opd9xxBwkJCU73KfxLbuYRNs3+P3Ys+x6LuQCAnct/oHmvmwz3pZSiz42fEBZVW2ZeiCpF/jYLIYQQXnRw0wy2O3G2YVhUbbpf8brTaxqFdxUV5LLyz2ccxtWs05xmBj5smDdvnlOjqU888YTTfQr/kZ+dzuZ5E9m2+EvMhXlnvLdx9vs07noVgcFhhvt19lxeISoTKVSFEEIIL8lOP8BSJ46iQSl6XP0OIRGxnk9KuGTDrHfJTj/gMK7zxeMxBQQ53a+MplZdm+f/j40z36UwP7PM9/Myj7J9yVe06i8bpwkB/r/rrxBCCFElmIsKWPTdvRTknnQY26rfndRt2scLWQlXnEzdypb5/3MY17DjJYb+HOfNm8ecOXPsxgQHB8toaiVVlJ9VbpFaYtPcDynMsx8jRHUhhaoQQgjhBWunvsLx/asdxsUmtqfd+bJJjr/SWrPij3Foi/0j2YNCa9DpwqcM9S2jqVVby353EhpZy25MQc4Jtiz41EsZCeHfpFAVQgghPGz/hmlsXfiZw7jA4HB6XfM+AYHBXshKuGL3yl84unu5w7gOQx8nLMr5o2OcHU198sknne5T+JegkAjaDXZ87u3WBZ+Sn53uhYyE8G9SqAohhBAelHV8L8t+dm6EtMuIF+QoGj+Wn53GmikvOYyLTWxPk+7XGepbRlOrh8bdriaqVhO7MbUadaMwP8tLGQnhvyrdZkpKqZZAL6ATEA9EA0YPndJa60FuTk0IIYQ4g7kon0Xf3UNhXobD2EZdRtK460gvZCVctfLv58jPTrMbo5SJbpe+jMkU4HS/8+fPl9HUasIUEEjHYWNY8PVtZ71Xu3FP2g95lFrJ3XyQmRD+p9IUqkqpEcCTwDkV7QrQFc9ICCGEsG/V38+RdnC9w7iadZrT9ZIXvZCRcNXBzbPYu/p3h3HNeo0iNrG9ob5lNLV6SWg9mFrJ3Ti6ZwUAcUmdaD/0Meo06S3HUQlRit8XqkqpAOBj4OaSS5wuNEv/31xW8enofSGEEMIjdi7/kR1Lv3UYFxgcTu/rJrp0dqLwjsK8TP77fazDuLCo2rQ3uBHW/PnzmT17tt0YGU31P6k7FhJdtyWhkfGG2yql6Dj8KVb89iTtz3+U+q3OkwJViDL4faEKvAPcUvzctkAtXXyW9X+4o/eFEEIItzu+fw3//eHcjq/dLnuFmnWaeTgjURFrp00g5+Qhh3GdLnqGoNAoQ307M5p6++23y2iqn8g8tofV/7zIwU3Tadr9Orpd9opL/cQ36MTQ0dOkQBXCDr/eTEkp1R+4F2vBqYEC4EWgJRDKmcXnecXX6gODgVeAI6ViNgGdtNYmrbXzC0eEEEIIA3Izj7Lg6zuwmAscxjY551qSO13qhayEq47sXsb2JV87jKvfahAN2l9kqO85c+bIaGolUZiXyeopLzHlrUEc3DQdgJ3LfyD90GaX+5QiVQj7/LpQBcYUf1WAGbhIa/2M1nqb1vqs3wC01gVa61St9Syt9TigIfBG8dutgPlKqb5eyVwIIUS1YzEXsui7e8jNSHUYG12vNZ0vHu/5pITLigrzWP7L4w7jAkMi6XbJy4YKD60148aNcxh3++23k5iY6HS/wr0sFjM7l//A36/3Z8u8j7GYC0+9p7WFVX8/h9ayukwIT/DbQlUpFQEM4vRo6v+01jON9FFcuD4O3IO12I0CfldK1XF3vkIIIcTqf17k6O5lDuOCQmvQ5/qJBAaFeiEr4arNcyeSeWy3w7iOF4whPLqeob6nTJnCkiVL7MbIaKpv5WYeZfr7F7H81yfIzzpWZsyRnYs5sPFfL2cmRPXgt4Uq0AMI4PTU3Y9c7Uhr/THwc/HLGOCFiqUmhBBCnGn3yl/YtugLp2J7Xv2OnJdaCTTvdRPJnS+zG1OrUXeanmPszFSLxcJTTzlewyyjqb4VGhGHKSDIYdyaf17EXJTvhYyEqF78uVBtWOr5Sa31Bgfxjs5SLTmhWwHXKaXkY2whhBBucXTPfyz/1bmRr3aDHyah1Xkezki4Q0hEDD2veof+t3xNePTZmxkFBIZwzuUTUCZjv079+uuvrFmzxm5MaGgoY8c63mlYeI4ymehyyfPgYEp3Vto+ti78zEtZCVF9+HOhGlv8VQP7yokpKvXcbuGptV4HHC4V26tC2QkhhBBAdvoBFnx9u1ObJyW0Hkybcx/wQlbCneq3GMAFD8+gWc9RZ1xvO/hhatRqbKgvs9nMM8884zDuvvvuo379+ob6Fu4Xl9iBpt0dj5hvW/i5jKoK4Wb+XKiWPjonu5yYTE5PDa7tRJ8HSj1v4UpSQgghRInC/CzmfXkL+dnHHcZGxTemx5VvGx59E/4hKCSSrpe8wKC7fiYqvjExCW1p2fd2w/189913bNmyxW5MVFQUTzzxhKupCjdrP+RxgsNjyn2/UZcrOP+ByQQEOprcJ4Qwwp/PUT1Z6nlkOTEnsK45hTOnCpen9G8H0cZTEkIIIawsFjOLf7ifk6n2iw6AwOAI+t74P4LDanghM+FJtRt1Z9iD08jLOo4pwNivUQUFBYwfP95h3EMPPUR8fLyLGQp3CwmPpsPQJ1jx25nT++MbdKHzxc8Sl9TRN4kJUcX588e6JdN9FaenAdsq/dtBd3udKaUCgGZYpxIDyPwMIYQQLls77VVSNs9yKrbHVW9Rs05zD2ckvCUgKJSImLPXrDry+eefs3u3/V2EY2JiePjhh11NTXhIk25XnypIw2vWo+fV73HePb9JkSqEB/nziOrGUs/rK6UitdZZNjFrgGFYi9k+Sqn6WuuUcvq7lNMjsxo45M5khRBCVB87V/zElnkfOxXbbvDDJLUd5uGMhL/Lzc3lhRccHzrw+OOPU7NmTS9kVP0U5J4kKLSGofNuS1g3VnqBlE0zaTXgHgKDwzyQoRCiNL8dUdVa7wFKn5jetYywP0rCsRbdE5VSZxXfSqnGwLucHk0FWOSWRIUQQlQrh7bOY8VvY5yKbdDhYtoMGu3hjERlMHHiRFJSyvss3apOnTrcf//9Xsqo+tAWCzuX/8jfr/XlwMZpLvcTl9iBduc/IkWqEF7it4Vqsdmlnl9g+6bWegWwvtSlC4GVSqn7lVLnK6UuVEq9CqwC6mIdedXAfK11eTsJCyGEEGVKO7iBhd/ehbYUOYyNS+pI95FvuDR6I6qWrKwsXnnlFYdxY8eOJSIiwgsZVR8nU7cy6+ORLP/1cQpyTrDyz2cpzLedoCeE8Ef+Xqj+Vur5SFX2T/v7Sj1XQDvgHWAq8CfwGFB694pCQLbSE0IIYUh2+kHmf3ETRQXlbUR/WnjNevS98RMCg+TIbgFvvvkmx44dsxuTlJTEnXfe6aWMqr6iglzWTH2Vqe8O4+ieFaeu52aksn76mz7MTAjhLH8vVP/BOhq6CciijLNPtdYLgHtKXhY/VKkHpa4VAndorZd7Nm0hhBBVSUHOCeZ+fiO5mUccxgYEhdF31GeE1ajjhcxERWSnH6SoMM+j9zh8+DBvvPGGw7hnnnmGkBA53sQdUrbMYcrb57F57odlzn7YtugL0g6uL6OlEMKf+HWhqrXO11p31Vq3K36Uua5Ua/0xcB6wltPFaYmSgnUJMEBr/bVHkxZCCFGlmIvyWfDNHWQc2e5UfM+r3yU2oa2HsxIVZS7MY/5Xt/Dve8NJP7TZY/d54YUXyMqyP9W0SZMmjBo1ymM5VCeFeZks+Wk02Wn7y43R2sKK38ZisZi9mJkQwii/LlSN0FrP0Vp3BloAo4DHsU7xHQU001r31lov8WWOQgghKheLxczSnx7iyK6lTsV3HP4USW2Hejgr4Q5rpr7KiUObyTiynen/dzHbFn2B1tpxQwO2b9/Oxx873h36ueeeIygoyK33rq6CQqPoOGysw7i0A2vZsfRbL2QkhHBVlSlUS2itt2utv9Fav6G1fr34+U5f5yWEEKJy0Vrz3+/j2LduslPxzXvfTMu+t3s4K+EOKVtms23R56deW4ryWfnXs8z/8mbyso677T5PPfUURUX2N97q0KED11xzjdvuKaBx1yupldzNYdy6aa+Rn53uhYyEEK6ocoWqEEII4Q5rp01g5/LvnYpNbDOUThc+Izv8VgK5GYdZOumRMt9L2TKbqe+cz6Ft8yt8nxUrVjBp0iSHcRMmTMBkkl/H3EmZTHS79GWU6awTC08Jq1GH7iNfJzg82nuJCSEMkX8ZhRBCCBub5k5k89wPnYqNb9CFnte8h8kU4OGsREVZzEUs/uF+8rPLHzXNyzzK3M+u5+DmmS7fR2vN448/7jBu0KBBnH/++S7fR5SvZt0WtOx3x1nXlTLRvPctDH90DkntLpAPl4TwY+V/1CSElxUfP9QZ6AjULr58GOsmWau0uxcPCSFEGXYu/4G1Ux2feQkQFd+Ifjd9JsfQVBLrZ7zp1HrjmIS21G3Wz+X7TJs2jblz5zqMmzBhghRKHtR20Gj2rf2b7HTrxkqxie3pdtkrxCa083FmQghnSKFahSmlxgPPVqCLr7TWN7knm/IppYKA0cCDQEI5YQeUUu8A72mtCz2dkxCietq3bjIrfhvjVGxIRBz9b/mKkIhYD2cl3CFly2w2zfnAYVxAUBi9rnmfgMBgl+5jNpt54gnHx7VfffXVdOnSxaV7COcEBofR9ZIXWPz9/bQf+hhNe9wgMx+EqER8UqgqpVz/mNJNtNYVX4AiKkwplQT8CXRyEJoIvAFco5QaobU+6PHkhBDVyoGN01n8wwNobXEYGxQSxYBbvyEqLtnziYkKy04/yJKfHnQqtsvFz1GjVhOX7/Xdd9+xfr39MzqDgoJ46aWXXL5HdXJs32qCw2pSo1Zjl9rXb3kuFz+5SNaiClEJ+WpEdS7gy2mcGhlN9jmlVG1gDmD7G0EusAvrGupGQOk5dV2AOUqpXlrrY15JVAhR5R3cPItF392NttjfoRUgIDCEfjd/LmelVhLmogIWfX8vBTknHMYmtRtO425XuXyvvLw8nn76aYdxd999N40bu1Z4VRcFuRms+/d1ti/9mlrJ5zDojp9QLm46JUWqEJWTr4s1WZjhXY9iXe/prBRPJVLsS84sUvOAJ4FPtNY5AEqpCOAO4GVOF6zNgM+Biz2cnxCiGji0dR4Lv7kTi9nxqgJlCqT39R9Ru1F3L2Qm3GHt1Fc5vm+Vw7io+EZ0v+K1Cq0Z/b//+z/27dtn/z5RUTz11FMu36Oq01pzYMNUVv71LLkZhwE4unsZu1b+TJMKfIgghKh8fFmouvKToKxR2LL6cTauulmptZ7r6yQAlFLnA8NKXSoEhthOydZaZwNvK6VWATOAkhPRL1JKDdRaz/FKwkKIKil1x0IWfH0bFnOBU/E9rnyThFaDPJyVcJd9a/9m68JPHcYFBIbQ+7qJBIVGuXyvo0eP8sILLziMe/zxx6lVq5bL96nKstMPsvLPp8vccXnNPy+S0GoQoZHxPshMCOELvipUnzMYr4AbgYalXhcBG4D1wHEgG4gA4oD2QBus319J0bob+LpCWQt3sv1p/qq9dcNa63lKqQlA6Y+hXwR6eyI5IUTVd2TXUuZ/eQvmonyn4ruMeJ7kTpd6OCvhLumHNrP050ediu0y4gVi6reu0P3Gjx9PRkaG3Zi6devy0EMPVeg+VdXWRZ+zbtprFBXklPl+Qe5JVk1+gV5Xv+vlzIQQvuKTQlVr7XShqpSqAfyMtUhVwFHgJeA7rXW5B6EppeKA64GxQC0gGegBXKm1znQ5eVFhSql2wDmlLmUDrzvR9DXgIawfSAD0Ukq10lpvdnOKQogqLnX7AuZ/dSvmwjyn4tsPeYzmvW7ybFLCbfJzTrDg69swF+Y6jE3ufHmF1qUCbNq0iY8//thh3Pjx44mIiHAYVx1lHttTbpFaYu/q32nU+XLqNff5npxCCC9wbVW6lyilAoC/gfOKL80Gmmut37NXpAJorY9rrd8Fmhe3U8D5wN9KKb/+vquBETavJznz4UFxzM82ly9xV1JCiOohZcts5n15i9NFattBo2lz7v0ezkq4i8ViZvH395Gdtt9hbM06zel26UsVPsv0kUcewWw2241p0aIFt956a4XuU5V1GPIYYTXqOIz7749xFDn5/64QonLz94LtEaBv8fP1wDCt9UkjHRTHXwCsw1qs9i3uV/jOcJvX0w20nWHz+sIK5iKEqEYObJzOgq9vx+LkdN9WA+6h7eCHPZyVcKd10yaQut3xCXSBweH0vm4igcHhFbrftGnTmDZtmsO4N954g8BAX+9h6b+CQqPoMuJ5h3E5Jw5xbO9/XshICOFrfluoFo+mli4oH9ZaO96SsQxa64JSfSngURlV9Q1l/di6vc3lxQa6WGTzuoOq6EfhQohqYd/av1n47V1O7e4L0LLvHXQY+kSFR9uE9+xd+xeb533kVOw5l79GzTrNKnS/oqIiHnnE8Wff5513HsOH235GK2wlthlKQuvB5b5fu3EPhj04jbpN+3gxKyGEr/jzR3s9sK4tBUjXWs+uYH+zgTQgFogHenJ20VPlKaVCgMZYN50qxLoRVUrJcTBe0BAo/fF1ttba/l7+pWit9yqlckr1EQEkAU73IYSofnav+pVlkx5Ba4tT8c1730zH4eOkSK1E0lM2suznx5yKbdnvThp2rPgJZ//73//YtGmT3RiTycRbb70lf5ecoJSiy4gXOLxj0RnrVYPDo+l0wVM06jpS/jsKUY3486hiyUnqGthb0c601rb9VMeT2j8ATgCbgAXAUmA7cFIptVQp9axSytN75rewee14EdHZbNvY9imEEKdsXfgZS396yOkitWmPG+h80Xj5hbgSyclIZd4XNzu1eVKdpn3oMPSJCt/zxIkTPPvssw7jbrvtNtq1a1fh+1UXEdH1aXf+6d2akztfxvBH5tC425Xy/6QQ1Yw/j6jGlnoeVG6UMaX7iS03quoqb+/9QKB78eMJpdQbwHNaa/s7Q7imts3rAy70cZAzi1PbPoUQAq0166e/ycbZ7zndpnnvW+h80bPyC3ElUlSQy4IvbyU3I9VhbERsEr2v/QBTQMV//XnxxRc5duyY3ZioqCief97xuktxpua9b+b4vlU0Oeca6jbr67iBEKJK8udCteQwMgU0UkqFaK2d2/2iDKWmvJacqypH1JQtDHga6KuUukhrneXm/iNtXme70IdtG9s+XaaUqs3pKefOauKu+wsh3MNiMbPyz6fZsfRbp9u06n8XHYaNkSK1EtEWC0t/epC0g+sdxgYEhdL3hk8IiYip8H03b97Mu+86Ps9z7Nix1KnjeCfbqiZlyxzSDqyj7XmjXWpvMgXQ+7oP3ZyVEKKy8edCtfRIWzhwBfBdBfobyel1jRrXppxWRhpYAvwDLAc2Y12ra8G6TrUz1p1zRwGhpdoNAH5USo1w88iqbVHpyh7ztnO73FaoAvcAjudyCSH8lrmogKU/Pci+dZOdbtN20GjaDn5YitRKZt30N9i/YapTsd2veIOY+uVNLHKe1prRo0dTVFRkNy45OZkHH3ywwverTHIzj7Dqr+fYt+5vUIq6zfoQ37CLr9MSQlRS/rxGdS5QgLXQUsAbSqm6rnSklKoHvM7p0dSC4v6ruulAS611b631y1rrmVrrg1rrXK11vtY6RWs9WWt9F9CMszeXGo61cHOnUJvXBS70YTuyHuZiLkKIKqYgN4N5X4wyVKS2H/I47c5/RIrUSmb3yl/YNOf/nIpt2d89mycB/PHHH8yYYXtS2tkmTJhAaKjtj7yqSVss7Fj2Hf+8ea61SAXQmuW/Pen0LttCCGHLbwvV4vNP/8BapGqgDrBIKdXZSD9KqS7AwuL2JX39afQ81spIa71Ya73NydgDwHlYR19Le0opVbFD5s5kO4Ia7EIfIQ76FEJUQ9npB5k58TIO73B+Q/dOw5+mzbn3eTAr4QmHdy5h+a/ObYiU0HowHYY+6Zb75ubm8tBDDzmM69WrFyNHjnTLPf1d+qHNzPzoclb8NobC3Iwz3juZupUt8//no8yEEJWdP0/9BevZp0OBKKwFZiNguVLqZ+AbYJ7W+qw1jkqpSKAfcCPWKcMmTo/MZnLm+ayimNY6Tyl1I9bpwSV/N2oD52P90MAdbNe8uvJxs+0IqjvX0X4I/GywTRPgTzfmIIQwKO3geuZ9cRN5mUedilfKxDmXv0bjbld6ODPhbtpiYfXkF5waqYuu15qeV7+HyRTglntPmDCBvXvtH0SglOL999+vFiP0u1f+wrJfHkNbyl8htGHmOyS1H05UXLL3EhNCVAl+XahqrQ8qpa4FfsE6iqaxFp1XFj+0Umof1rNAS87WjMd6rmbJT4iSUVSFdcrotVrrg978PioTrfUOpdRfwGWlLnuyUI1woQ/bNm4rVLXWR4AjRtpUh19GhPBnBzfPYvH3955x7qI9psAQel/7fyS2GeLhzIQnKJOJ/rd8ybwvbiL94IZy40KjatHvps8JCnHlx8zZ9uzZw4QJExzG3XHHHXTubGjyV6VVq1F3TAFBmO0UquaifP77/SkG3PqN/LwUQhjit1N/S2itp2Dd7Ocwp4tOip+bgGSgC9Cn+GvD4usl/xqWFKlHgAuL+xP2zbJ57c5zSm2LwEQX+khw0KcQoprYvuQbFnx1q9NFamBIJANu+VqK1EouLKo2g+6cRN1m/cp8PyAolH6jPiciur7b7vnwww+Tl2d/pUlMTAwvvfSS2+7p7yJjk2g7yPHOvqnb57N3jUw8EkIY4/eFKoDWejbQCvgI63rE0kVoyaOs1yWjqB8DrbTWtgWYKJvtjshGj2uxZ6vN6yQX+rBts8XFXIQQlZTFYmb1lJf4749xaG1xqk1IRByD7vyJOk16ejg74Q1BIZH0u+lzkjtfdtZ7Pa58m7ikDm6714wZM/j9998dxr300kvExcW57b6VQYu+t1OjdjO7MYEhkVgssqmSEMKYSlGognVzJa31PUB9rDvRTgJKFoqoUg+Kr/8M3AvU11rfrbVO93LKlZntT5MgN/a9lzOPl4lQSjV0tnFxbOnNnbKpPkcNCSGw7uy74Ktb2TLvY6fbRMY2YPA9vxGb0M6DmQlvCwgMpseVb9N64L2nrrUf8jgN2g932z3y8vK49957HcZ17NiRO+64w233rSwCAoPpdunL5b6f1HYYwx+ZTeMu1WNzKSGE+/j1GtWyFO/W+1HxA2Vd8FAD61ma2cBJrbUuvwfhBNtjgJzbncQJWmutlFoHdC91uRenP3RwpLfN63Xy5y1E9ZFxdBcLvrqNjKM7nG4T16Az/UZ9Rmhk9Rrpqi6UUnQY+gRhNepy8vDWM4pWd3jttdfYvn27w7j333+fgAD3bNpU2dRu3J1GXa5g98pfTl0Lr1mfrpe8QELrwT7MTAhRmVW6QtVWcZFysvgh3KOPzWt3j1hO5sxCdTDwg5NtbX/i/e2WjIQQfu/Q1nks+uHes47AsCex7TB6Xv0ugUHV4zzL6qx5r1Fu73P79u28/HL5o4UlrrvuOvr0sf3RWb10vGAcBzfNoDA/ixa9b6Xt4AcJCon0dVpCiEqs0heqwr2UUtHA5TaX3b229y/ghVKvRyqlHtBa2929VykVBdjOHZLdGYSo4rTWbF3wKWumvOT0elSwrp3reMFYtx1NIqoXrTX33HMP+fn5duMiIyN57bXXvJSVZ+VmHiUsyrVtKUIj4+hx5VuExyQSU6+VmzMTQlRHlWaNqvCaN4DoUq8LgKnuvIHWeh2wotSlSOBxJ5o+zplH0yzVWm9yZ25CCP9SVJjH0kkPs/qfF5wuUpUy0WXE83S+8GkpUoXLfvzxR2bOnOkw7tlnn6V+ffftLuwL+TknWPH7OP56tRcnDzue5lyehNaDpUgVQriNFKpVlFLqSaVUFwPxgUqpN4Fbbd76SGt9yEFbbfMY4MQtn7F5/aRSquxzBqz36A88YXP5KSfuI4SopDKP72HGh5eyZ9WvTrcJCAqlz43/o3mvmzyXmKjyTpw4wUMPPeQwrn379owe7fh4Fn9lsZjZsew7Jr/enx1Lv8FSlM/Kv55Ftn4QQviDSjv1VykVBNQEwji926/TtNb73J6UfxkKvKKUWox1h+RZwBatdVHpIKVUTeACrKOVHW362Ak874nktNbTlFLTgfOLLwUB/yqlngQ+0VrnFOcXAdwOvMKZuw9PkeOGhKi6DmycztJJD1OY5/x61PCa9ek76lNiE9p6MDPhSfvWTUZbLDTseLFP8xg7diyHDx92GPfRRx8RFOTOjfG959i+1az882nSDqw74/rhHQs5sGEqSe0u8FFmQghhVWkKVaVUDHA9MAzoTMXO9tRUou+9gnoVPwDylVIHsG48ZQbigGTKHllPBYZprY97MLcbgSVAo+LXocA7WAvsXVg/gGhcfL20ncBNHsxLCOEjFnMR6/59jc3zPjLUrlZyN3pf/5HL6+uE7+1b9w+Lf7gfrS0U5mfStPt1Pslj2bJlfPSR479/d9xxBz17Vr4zefOyjrN26qvs+u+ncmNW/f089VoMIDA4vNwYIYTwtEpRrCmlHsS6+U7Jv5iGR1AFACFAEyfipgA3a62PeDIZrfVhpdRArBsilT6ZPQxoU06zNcDFWmu3HZkjhPAPuZlHWPz9fRzZtdRQuybnXEOXES8QEBjsocyEp+1fP4XFP9yHtpgBWPHbGArzsmjV/06v5lFYWMgdd9zhcOprrVq1ePXVV72UlXvlnExh18pJDmM2zfmA9kMe81JWQghxNr9fo6qU+gh4E+smOiUFqiyecOwlrGfNbsQ6eupIFvAz0F9rPdzTRWoJrfVe4Bys609T7ISmYJ2e3F1r7e7jcoQQPnZ45xKmvTvMUJGqTAF0GfEC3S57VYrUSmz/hmks+v50kVpizZSXWPfvG15dL/naa6+xbt06h3FvvfUWMTExXsjI/WIT2tG0+/UO4zbP+5jMY7u9kJEQQpRN+fOCeaXUKOCL4pea04VqOrAeOAJku9K31vrmCidYSSilwoHWWKf51sO6y64JOIH1v+UmYL3W2pmC1mOUUiagC9bR1drFl49gHUVdpY2cS+FFSqk2wIaS1xs2bKBNm/IGhIUQpVnMRWyY+Q4b57wPBn4eBYfH0Of6idRp0stxsPBbBzZOZ+G3d6EtReXGNO91E50vGo8yefaz9c2bN9OxY0cKCgrsxg0cOJBZs2ahVOWd3JWfc4LJr/enICfdblxC68H0G/WZl7ISQvibjRs30rbtGfs+tNVab/TW/f196m/JRj4lRepa4Elghr8WLf6oeGOi/4offqv4z3QFZx5dI4SoorLTD7D4h/s5tneloXYxCW3pc/1HRMY28FBmwhv2b5jK4u/vs1ukAmxb/CWF+Vl0H/mmx4pDs9nMrbfe6rBIDQ4OZuLEiZW6SAUICY+mw9AnWPHbk+XG1Gnah47DxngxKyGEOJPfFqpKqU5AEqen+S4GBmutc32XlRBCCHfYv34Ky359nMJc53f1BWhyzrV0uXg8AUG2e6yJymT3qt9Y9vMjZ033LU9UrcYeLQ4//PBDlixZ4jDuySefpEWLFh7Lw5sad7uKncu/P2vX3/Ca9el80TMkth1W6QtyIUTl5reFKqePSlFYi9X7pEgVQojKraggl1V/P8fO5d8bahcQFErXS1+icZeRHspMeMuOpd+y4o9xTk/1bj/kcdoMvM9j+ezZs4cxYxyPHLZu3ZqxY8d6LA9vMxWv8Z7xwQjr64BgWvW/k9YD75XdfoUQfsGfC9XSZwykaK3X+CoRIYQQFXf8wFqW/vgQGUd3GGoXGZdMnxs+JqZeKw9lJrxly4JPWT3Z+eO5253/KG3O9VyRqrXmjjvuIDvb/nYXSik+++wzQkJCPJaLq8xFBS5vJhbfoBONu11NXuYROl80nqj4ZPcmJ4QQFeDPhaou9fWgLxMRQgjhOou5kI2z/4+Ns99zeqpnicS2w+h+xesEh9XwUHbCG7TWbJz1HutnvOl0m3aDH6btoAc8mBV89dVXzJgxw2Hc6NGj6dGjh0dzMcpclM+2RV+wdcGnnP/AZMJr1HWpn66XvIgpIEim+Qoh/I4/F6r7Sj2P9FkWQgghXJZxZAdLfnqItANrDbUzBQTTYdiTtOhzq/wCXclpi4VVk59n26LPnW7T9ryHaHveg55LCti/fz8PPuj4Ho0aNeLFF1/0aC5GaK05uGk6q/95kazjewFYO3UCPa9626X+5GgnIYS/8udCdXHxVwUkK6WCtdb2t+MTQgjhF7TFwrYlX7J2yiuYi/INtY2Kb0yva/+P2IS2joOFXzMXFbDs50fYu+ZPp9u0G/wIbc8b7cGsrMXerbfeysmTJx3GfvLJJ0RERHg0H2elp2xi9eTnObxz8RnX96z6lea9biIuqYOPMhNCCPfz20JVa71fKTUHGAiEAcMA53/SCSGE8InsEyks+/kRDu9YZLht465X0fni8QSF+EdhIFxXmJ/Fgq/v4PCOhU636XThM7Tse5sHs7KaOHGiU1N+b731VgYNGuTxfBzJOZnK2mkT2LP6t3I3oVr193jOu/s3mYEghKgyPHt6dsU9CZQsaHpJKSXnEQghhJ/SWrNz+Y9Mfft8w0VqYEgkPa95n+4jX5citQrIyzrG7I+vcr5IVYpul73ilSJ1x44dPPbYYw7j6tWrxxtvvOHxfJyRl3WUPat+tbtT8rG9K9m39m8vZiWEEJ7l14Wq1noF8AjW6b+tgF+VUlG+zUoIIYStrLR9zPn0Wpb/+jiFecbORo1L6siw0VNJ7jjCQ9kJb8o8tocZH15G2sH1TsUrZaLHlW/TtPt1Hs4MzGYzo0aNIicnx2HsxIkTiY6O9nhOzohNaEdyp0sdxq2Z8jJFBXKSnxCiavDrQhVAa/0ecDdQCAwF1iml7lBKxfg2MyGEEBaLma0LP2PKW4MNj6IqUyDtBj/MeXf/RmRcQw9lKLzpyO5lTP/gYrKO73Eq3hQQRO/rPqRR58s8m1ixN954g8WLFzuMu/HGGxkxwr8+OGk/5DFMgfaPx8k5mcKW+f/zUkZCCOFZfrtGFUApNbvUy6NAAtAQmAh8qJTaAxwB8gx2rbXWvl90IoQQldjJw9tZ/svjHNu30nDbGrWa0uPqt4lLlM1fqordq35j+S+PYzE7t+9hYHA4fa7/mHot+ns4M6v169fzzDPPOIxLTEzk3Xff9UJGxkTEJNK8901smfdxuTE1ajUlLqmj95ISQggP8utCFRjA6fNUKfVcFT8aA40M9qls+hRCCGGAxVzI5nkfsWHmu04XJaW16HMr7Yc+QWCQbDtQFWit2TDzbTbMfMfpNiERsfS/+Suv7VKbl5fH9ddfT0GB47+vX3zxhd9M+bXVZsC97Fr+IwW5Z+5WHBRWg3aDH6ZZjxswBQT5KDshhHAvfy9UyyOFphBC+EDawfUs++VxTqRsNNw2vGZ9elz1FnWa9PJAZsIXzIV5LP/1Cfas/t3pNhExSQy49Rtq1GrswczO9OSTT7Ju3TqHcffeey/nnXeeFzJyTXB4NG0GjWb15OcBUKYAmna/nnaDHyYkQlZECSGqlspQqMo+60II4WOFeZmsm/4m2xd/idYWw+0bdbmCzheNJzishgeyE76QczKVhd/cyfH9q51uE12vNQNu+YqwGnU8mNmZpkyZ4tRU3qZNmzJhwgSP55NzMpX0g+tJaD3YpfbNet7AtsVfEF23FR2HPUmN2k3dnKEQQvgHvy5UtdZ+v9mTEEJUZVpr9q79i9WTnycv86jh9mFRtel66csktjnfA9kJX8nNPMq/7w839HeiduOe9L3xE69+WJGamspNN93kMM5kMvHVV18REeG5o5Hys9PZNPdDti/+EmUK4KInFhIaGW+4n4DAEIbe/w/B4dHuT1IIIfyIXxeqQgghfOfk4e2s/PNpDu90vEtqWRp3u5pOw8cRHFbTzZkJXwuLqkVCq8HsXP69U/GNulxBt8teJSAw2MOZnWaxWBg1ahRHjzouph977DF69fLMlPTC/Cy2LviMLfP/R2F+5qnrG2f/H10uHu9Sn1KkCiGqAylUhRBCnKGoIIcNs95j64JPsJgLDbePiE3inMsnULdpHw9kJ/xFlxHPc/LINo7t+c9uXPshj9F64H0o5d2VPO+++y7Tp093GNepUyeee+45t9+/qCCXHUu/ZdPcD8nPPn7W+zuWfkvLvrcTEZPg9nsLIURVIFNrhRBCANZpvgc2/ss/bw5i89wPjRepStGiz61c8NAMKVKrgYDAYPpc/1G5601NgSH0uub/aHPu/V4vUlevXs0TTzzhMC48PJwffviBkBD755O6Yvmvj7P6nxfKLFIBLOYCNszyv2NwhBDCX0ihKoQQgqzje5n/5c0s+Pp2ck4cNNy+Ru2mDL77Nzpf9CyBweEeyFD4o7Co2vS98RNMAWdO6Q2JiOXc23+gYceLvZ5TRkYGV199NYWFjj9oee+992jRooVH8mje62aHMbv/m0TG0Z0eub8QQlR2UqgKIUQ1Zi7MY8PMd5jy1nmkbJltuL0yBdLm3PsZOnoq8Q27eCBD4e/ikjrS7bJXTr2uWbcl59/7J7WSu3o9F601t99+O9u2bXMYe8UVV3DLLbd4LJf4hp2p13yA3RitLayf/qbHchBCiMpM1qgKIUQ1dWjrPP7782myju9xqX2tRufQdcSLRNdr6d7ERKXTuOtI0lM2kJtxhB5XvumzUfUPPviASZMmOYxLSkrif//7n8enJLc970EObZtrN2bfusm0O/9Rr54rK4QQlYFfF6pKqWc81bfW+nlP9S2EEP4s58QhVk1+jv3rp7jUPiQijk7Dx5Hc+XKvrz0U/qvT8KdRpgCf/Z1YsWIFDz/8sMM4k8nEd999R0xMjMdzKhlVLa9YjW/QhfZDH5ciVQghyuDXhSowHtAe6lsKVSFEtWIxF7J14WdsmPkORQU5xjtQimY9bqD9+Y/K8RhVkMViJjttH1HxjVxqbwrw3a8UaWlpjBw50ql1qePGjaNv375eyMqqrFHVmnVb0mHIY9RvdZ582COEEOXw90K1Isr6l18XX/dU8SuEEH7pyK5l/PfHOE4edrx2ryyxiR3oeumLxCV2cHNmwh9kpe1n6aSHyDi6iwsemk5oZLyvU3JayXmpe/fudRjbr18/nnnG2GStnJOpbF30GW0G3ufSmcClR1Uj4xrSbvAjNOxwMcok24QIIYQ9laFQrchHjaULUlXBvoQQotLJzTzKmikvsWfVby61Dw6rSYehT9D4nGswmQLcnJ3wNa01e1b/zso/nqYwPxOA5b88Tt9Rn1Wakb7XX3+dyZMnO4yrXbs2P/zwA4GBzv3qk3lsN5vnTmT3ql+xmAsJDq1Bm3PvdynH9kMepUHHi0jueKlPR56FEKIy8fd/LQe60CYcqAV0Ay4F6mMtWHcAjwIn3ZadEEL4KYvFzI6l37Lu39cpzMtwqY9GXa+k47AxhEbGuTk74Q8Kck6w4o+n2Lf2rzOuH9w8k53Lv6dp9+t8lJnzpk+fztixYx3GKaX4/vvvqV+/vsPY9JSNbJrzAfvXT0Fry6nrWxd+Ros+txEYHGY4z9jE9sQmtjfcTgghqjO/LlS11vMq0PxrpdRDwAPAS0AT4GVgsNb6kDvyE0IIf3Rs32r++2Mc6Qc3uNQ+ul4rul7yIrWSu7k5M+EvDu9czNKfHibnZEqZ76/6+3lqN+7p15v87Ny5k6uvvhqLxeIw9rnnnmPQoEF2Y9IOrmfdtNfL3fgoPzuNnSt+oEVvzx1pI4QQ4rQqvUBCa12ktX4LuBywAK2AyUqpYPsthRCi8snPTmf5r08y48NLXCpSA4Mj6HThMwy5/x8pUquowvxs/vvjaWb/7+pyi1QAc2EuS34cjcXseHMiX8jKyuKSSy4hPT3dYeyQIUMYN26cw7ii/ByHR8lsmfc/zEUFzqYphBCiAqp0oVpCaz0FmIh1jWpH4EmfJiSEEG6kLRZ2rviJyW8MYOfy70Eb3y+uQYeLGf7YHFr2vU3W0FVRqTsWMvXt89m+5Cun4tMOrGXDzHc9nJVxWmtuuukmNmxw/GFMQkIC33zzDSYnNi6q1egch9Nzc06msHf1H86mKoQQogKqRaFa7J3irwoYrZQK8mEuQgjhFukpm5j50eUs/+UxCnIcjy7ZiqrVhIG3f0/va/+P8Bp1PZCh8LWC3AyW//okcz65luz0/Yba7ls3GXNhnocyc83LL7/Mr7/+6jAuMDCQSZMmUatWLaf6VUrRsu8dDuM2zZuIxWJ2qk8hhBCuqzYfm2utdymlDgCJQDTQG5jry5yEEMJVhXmZrJv+JtsXf3nGhi/OCggKpc25D9Cy3+0EBIZ4IEPhD1K2zmXFr0+Qc9L41gyNu11N54ueISAo1AOZueaff/7h6aefdir23XffpVevXob6T2o3jPAp9e1Oi848upPDOxZRr3k/Q30LIYQwptoUqsVSsRaqAG2QQlUIUclordm79i9WT36evMyjLvWR0Pp8Ol/0LJGxSW7OTviL3MwjrJ78InvX/GG4bXB4NOdcPoGktsPcn1gFrF+/nmuuuQbtxNT2W2+9lbvvvtvwPUwBQTTvcwtr/nmxzPfrNu9Pm4H3UqtRd8N9CyGEMKa6FaqlPxY2fmq3EEL4UMbRnfz3x1Mc3rHIpfYRMUl0GfEcCa3Oc3Nmwl9YLGZ2LvuetdMmuHQsUd1m/eh+5Rt+Nw08NTWVCy+8kMzMTIexQwZ05a6LkyjIPUlIeLThezXpdjUbZr5DUX6W9YJSJLUdRusB98gRM0II4UXVplBVSoUDzbCeqQpynqoQopIoKsxj0+z/Y/O8j7CYje84agoIplX/u2g98F6XzoAUlUPawQ389/tYju9fY7htQGAIHYY9SfNeN6Oc2HjIm3Jycrj44ovZt29fuTEKaN8olIt6xtE68QjbF31GRHQ9WvVzvObUVnBYDZp0u5rtS76iYadLaT3gbmrUalKB70AIIYQrqk2hCtwFlCzE0oCxHSWEEMIHUrbOZeUfT5GVVv4v6fbUbdaPLiOe9+vzMEXFFOZlsn7GW2xb9IVL65VrJXfjnCte98u/IxaLhRtuuIEVK1aU+X5EiKJfuwgGd4qkbkzJHonWz6N3LPmaFn1uxWQKMHzf1gPvoWX/O/xuZFkIIaqTalGoKqWuBl7G+tNLAWZkfaoQwo/lnExl1d/PsX/9Py61D6tRl84XPUNSu+EopdycnfAH2mJh96pfWTvtVZfWKwcEhdFh2BM073mT342ilhgzZgy//fZbme8N6hjB9QOjCQkqO/estH0c2jqXhFaDDN83NDLecBshhBDu5deFqlKqgYtNw4A6QCfgSqAH1gIVrMXqJK218cU7QgjhYRZzEduXfMW66W+eXiNngDIF0KL3rbQd/CBBIZEeyFD4g6N7/mPV3+NJO7DOpfa1G/fknCsmEBWX7N7E3OjTTz/ltddeK/f9Q2lF5RapJbYv/sqlQlUIIYTv+XWhCuzh9JrSilCcHk09Bjzphj6FEMKtju1bzYrfx3IiZaNL7Ws1OoeuI14kul5LN2cm/EXOiUOsmfqKS7v5AgQGR9Bx+FiannOd346iAkyePJm77rrLbszmffmkpheWmvJ7tkPb5pJ5bDdR8Y3cnaIQQggP8/dCtURF5q1pThepB4GLtdYH3JKVEEK4QUHOCdb++xo7ln0HThy9YSskIo5Ow8eR3PlymeZbRRUV5rF57kQ2z/sIc2GuS30kthlK54vHExFd383ZudfixYu58sorMZvNduM0sPlIDerG2P/vsX3J13S+6Fk3ZiiEEMIb/PfjVPdRwFHgNaC11nq1j/MRQgjg9Jmok988lx1LvzVepCpF0x43cOGjc2jU5QopUqswpRS7V/3iUpEaEZNIv5s+p++N//P7InXTpk1ceOGF5OY6/j7r1avHExMmoUz2P3Pf9d/PFBXkuCtFIYQQXuLvI6pfudBGA3lABrAXWAWs1FoXuTMxIYSoiOwTKfz3xzhSNs9yqX1M/bZ0u+xl4pI6ujcx4ZcCAkNof/5jLPnxAafbKFMgLfvdQdtBDxAYHO7B7FyntSbt4DoyDm8nsHZ3hgwZQnp6usN24eHh/P333zRp0YFDrQezf8PUs2KUKZCkdhfQvNcoAoLkWCYhhKhs/LpQ1Vrf7OschBDCnbTFwval37B26qsUFWQbbh8YEkn7IY/SrMeNmAL8+p9w4WYNO1zMlgX/I/3gBoextZK70e3Sl6lZt4UXMjMuJyOVPat+Z/fKX8g4sp2AoFBe+SuQAwccr8xRSvHdd9/RpUsXAJqcc+0ZhWpYVG2adL+Opt2vJaxGHY99D0IIITxLfssRQggvOXl4G8t/fYJje1e61L5B+wvpdNEzcrZjNaVMJjoOG8OcT68rNyasRh06XjCWhh0v8bup4EUFORzcNJPdK38hdfv8M858NRfmUVOnOdXPW2+9xSWXXHLqdd1mfYmISSI8uh7Net5IUtthmALK32BJCCFE5SCFqhBCeJi5KJ9Ncz5k05z/w2IuNNw+Mq4hXUe8SL0W/T2QnahM6jbrS91mfUndvuCM66bAEFr1u5NWA+4mKCTCR9mVr6gwjz9ePofC3PJPhuvbNpx5G+zPMnj88cd58MEHz7imTCaGjp5KcFgNd6QqhBDCT0ihKoQQHnRs70qW/fI4GUe2G25rCgim9YC7aTXwXgKDQj2QnaiMOgwbc0ahmtR2GB2HjyMy1tWjxz0vMCiUWg27krJldrkxrRuEUqtmAEdPlr3b76hRo3j11VfLfE+KVCGEqHqkUBVCCA8oKsxj3b+vs3Xhpy4dOVOnaW+6XvISNWo19kB2wpeOH1jLxpnv0qjrlSS1HWq4fWxCWxp2vISTh7fR+aJnqNOklweydL8GHS62W6gC9GkTwe+Lzx51veCCC/jkk0/8bjqzEEIIz6m0hapSqjlwDtAIiAYigSzgBLAbWK613uar/IQQ1dexvStZOukRMo/tMtw2JCKWThc+Q3KnS+WX8ipEa83hHQvZNPdDDu9YBED2iYMktj4fZTJ+Uly3S18iMDjCpba+ktjmfAICQzAX5Zcb06+MQrVHjx5MmjSJoCBZdyqEENVJpSpUlVKJwF3AzYDD3USUUqnAF8DHWuv9Hk5PCFHNmQvzWDfjTbbO/+SMjWKcldzpUjpf9CwhEbEeyE74gsVi5sCGaWye+yFpB9ef8d6JQ5vZv2EqDdoPN9xvUGiUu1I0RFssHN+/mrgGnQ1/kBIUEkm9loM4sGFKuTF1YgJpkRjM1gMFALRs2ZLJkycTEeF/626FEEJ4VqUoVJVSJuAR4FkgDLD96Vh6Xl3p9+oBY4CHlFLPAW9qrcte/CKEEBVwbN9qlk16hIyjOwy3jYhJpNulr8hmSVWIuSifPat+Z/O8j+yOrG+Y+TZJbYf59cioxVzEkd1L2b9+Kgc2TiMv8yhD7p9MbGJ7Q/0UFRXxx7w9dI0r+/3MXDNLNudwMtv6IU+jRo2YMWMGcXHlNBBCCFGl+X2hqpQKBn4BhnO6CC0pTJXN19JKx4QBrwD9lVKXaa3Ln3ckhBAGmIvyWT/jbbbM+8j4KKpStOh9C+3Of9Qvd2oVxuVnp7Fj2fdsX/wluZlHHMafPLyNfesn07DDxV7IznlFBbkc3rGQA5tmcGDjvxTkpJ/x/v4NUw0VqoWFhdxwww389su/TLwvgfAQa2FeZNas2ZXHgg3ZrN6VS1HxR8kJCQnMmjWLxMREt31PQgghKhe/L1SBn4ELi59rrIWnAnYB84ANwHEgG4gA4oB2QD+gsU27ocX9+ddvBEKISun4gbUs/elhl3b0rVm3JedcPoH4Bp08kJnwthOpW9m28DP2rP7d7hrMsmyY+Q5J7YZjMgV4KDvjZn50OekHN5T7/v71U2g/5HGnpv8WFBRwzTXX8NtvvwGwfGsOSbWCWLQph8Wbc8jIOfMDnjp16jB79mwaNWpUsW9CCCFEpebXhapSahRwEWeOji4BntBaL3SifV9gAtCD08XqcKXUjVrrrz2TtRCiqrOYi9g05wM2zHoHbTG2msAUEEzb80bTst+dBAQGeyhD4Q3aYiFl62y2Lvzs1AZJrsg4soN96yaT3HGEG7OrmLrN+totVDOP7eZk6lai67W0209+fj5XXnklf/3116lrn01Px1zO5IO4uDhmzpxJ8+bNXcpbCCFE1eHXhSrwFKcLTA28pbV+1NnGWusFQC+l1FvAg6X6ehqQQlUIYVjm8T0s/fEhju1babhtbGIHelz5JjXryC/hlVlBzgl2r/qV7Uu+JvPY7gr3p5SJzCPG1zZ7UkKr89g8d6LdmP0bptgtVHNycrj88suZNm3aGdfLK1Jr1qzJ9OnTadu2reF8hRBCVD1+W6gqpToDTbAWlxqYbKRILU1r/bBSqimnpxA3Vkp11lqvck+2QoiqTmvN7v9+ZuVfz1JUkG2orSkgmHaDH6JlvzsxBfjtP7vCDq01x/evYcfSb9m39i/D03vLYgoIpnHXkbTsdydR8ckVT9KN4hp0JiQilvzstHJj9m+YSrvBD5f5XlpaGhdddBGLFy926n41atRg2rRpdO7c2aV8hRBCVD3+/BtTyUeqJaOp4yrY3zishWrJNOK2gBSqQgiH8rPTWf7bkxzYMNVw29iEdnS/8i2i67bwQGbC0wrzs9m75g92LP2O9JTyp8IaERgSSbOeN9Ci9y2E1ajjlj5LK8zP5siuJRzaOo9D2+Zx3l0/G76PyRRA/ZbnsnvlL+XGnEzdSsbRndSo1eSM6ykpKQwZMoQNG5z77xUdHc306dPp1q2boRyFEEJUbf5cqNYr9TxFa12h3xC01uuVUgeBBKzFaj0HTaoUZd3xIhnrRlOJQDSQD6QD24EVWus8X+UnhL86tG0+yyY97NQOrqWZAoJoM2g0rQfcjSkgyEPZCU/QWpN2cB27Vkxiz+rfKcrPcku/IZHxtOhzC8163EBwWE239AnWfE8e3sahrXM5tG0uR3evwGIuOPX+oe3zadxlpOF+E1oPtluohkcnkHMi5YxCdceOHQwePJg9e/Y4dY/Y2FhmzpxJp06yqZgQQogz+XOhWlT8VQMpburzENZCtXT/VZZSKga4BOtux+cC8XbCC5VS/wDvaK3neSE9lFJ7gIYV6GKg1nque7IR4kxFhXmsnfoK2xZ9YbhtdP029LjyLWLqtfJAZsJTcjOPsmf17+xe+TMnU7e6rd/I2Aa07HcnjbqOJDAo1G39lpj27lBOHNpc7vuHts5zqVCt26wfpoDgM4reyLhkktoNI6ntBcQmtj9j19/Vq1czdOhQjhxx7kOd+Ph4Zs2aRfv2xs5jFUIIUT34c6G6t9TzaDf1Wfoj7H1u6tMvKaU+AG4DnN1WNAhrUXuJUupr4H6tdYaH0hPCr51M3cqi7+/l5OFthtopUyBtzr2PNufeL6OoldDqyS+wd80fbuuvdpNetOh9C/VbDfLo0TNR8Y3sFqqp2+djsZgN5xAUEkGdJr3IyzpGQqtBJLYdRnS9VmUeSTNt2jRGjhxJVpZzo8916tRh1qxZtGnTxlBOQgghqg9/LlQXc3qX3kZKqTit9XFXO1NKxQOlD2Vz/SyByqE7ZRepZqwjy4exFqcNObOAB7gRaKmUGqS1ds+cNyEqAa01O5f/wKq/x2MuNDYTPiq+MT2vfpe4pA4eyk54WqMuV1S4UDUFhtCw4wha9L6FmPqt3ZOYA3Wa9Gb/+inlvl+Qc4K0A+tcOrO376hPHR6j9PHHH3PvvfdiNjt3VFNiYiIzZsygZUv7R9sIIYSo3vy2UNVapyilZgKDgQDgbuDFCnR5D9bvVwMztNbumk5cGZwAvgf+ARZorTNL3lBKBQB9geeLv5Y4B/gSuMJLOR4GrjfYZq0nEhHVU0FuBit+G8O+dX8bbtu0x/V0Gv4UgcHhHshMeEudpr0Jr1mPnJOHDLcNjapFsx430rTHdYRG2ltlUbaCnBNkHN1JfMMuhtvWadrbYUzqtnkuFar2ilSLxcKYMWN47bXXnO6vRYsWTJ8+nQYNGhjORQghRPXit4VqsceB5VjzHKeUWuDK+kml1ABgLNYitQB4zI05+rM9WIv777XWuWUFaK3NwFyl1EDgQ+COUm9frpQaqLWe4/FMIU9rPdML9xHiLMf3r2Xx9/eSlWZsRUBIRBzdr3iNhNaDPZSZ8CaTKYBGXa5g4+z3nW5Tu3EPmna/nsS2Qx2OPJaWm3mEo7uXc2T3co7uXsaJ1C0EBoVx+fgNho8wiopv5LDAPrR1Hm3Pe9BQv/bk5uYyatQofv75Z6fbdOvWjSlTphAfb7yQF0IIUf34daGqtV6rlLoJ+AoIAaYqpcYC7xcXWHYVjxY+ALyEdRpsEXCT1nq957L2G89iHTkucBiJtWBVSt0DdAa6lnrrNsAbhaoQXqctFrYs/JS1U19FW4ztr1a/5bmcc8XrhEXV8lB2wlWF+Vkc27uKes37GW7bqMtIh4VqUGgNGnW5gqbdr6NmnWZO9511fC+b5nzAkd3LyTy266z3iwpySE/ZaHj6uFKK2k16sWfVr+XGHN+/mvycE4SERxvquywpKSlcdtllLFu2zOk2gwYN4vfffycqKqrC9xdCCFE9+HWhCqC1/kEpdQj4Aut6yjeBh5VSPwJzgQ3AcSAHCMe6s21boD9wNdZdfhXW0cWbvbWjra9prf9xoY1ZKfUaMKnU5SHuy0oI/5GXdZxlPz9CypbZhtoFBIXS6cKnadr9+jI3lRG+UZB7koObZrB/w1QObZuPthQxYuxywx8kRMUnU6vRORzdvfys9+KSOtK0+/U06HARgcFhxpNUJnau+NFuyJHdy1xa51y3ae8yC9XYhHbUazGAes37ExQSabhfW8uWLePSSy/l0CHnp0dfccUVfPvtt4SEhFT4/kIIIaoPnxSqSinndlw4W8nmSonAI8UPu7cq1a4hMLv4F0uttfb7It1HFti8jlNKhWutc3ySjRAecHjnEpb8+AC5GYcNtYtNaEfPa94749xI4Tv52Wkc2Did/RumcnjHQizmwjPe37/+H5r3uslwv426jDxVqAaHR9Ow4yU07jqS2IR2Fco3IiaR8Jr1yTlZ/hYJR3cvo1W/O8p9vzx1mljXqYZExFG3eT/qNe9Pveb9XFovW54vv/ySO++8k4ICpybqAHD//ffz9ttvExDguV2PhRBCVE2+KtZcGYbQNl+d6UPbvJbhD8fSy7hWE+uItRCVmtaazfM+Yt20CWhtMdS2Zf87aX/+Y4bWIQr3y808yoGN09i/fipHdi1BW8r/3HPvmj9dKlQbtB9OyuaZNOw4goTWgwkIPD0SaDEXcSJ1C8FhNYmMTTLUr1KKWo27s3f17+XGHN29HG2xoEwmQ32HR9dj2IPTqVmnueG2jhQVFfHoo4/y7rvvOt1GKcXbb7/N6NGj3ZqLEEKI6sOXo4olo6POcqXIlMLUuIQyrrl8LJAQ/qIwL5Olkx7hwMZphtqFRMTS48q3qd9yoIcyE45kHtvNgU0zOLhpOkf3rABt+xlk2Y7tXUlW2j4iY43tMBsUEknfGz9Ba03OiRSO719D2oG1HN+/lrQDaykqyKHNuffTfojxfflqNzrHbqFakHuSk4e3EV3P+NEtrrRx5PDhw1xzzTXMmeP8VgVhYWH88MMPjBgxwu35CCGEqD58VajO5+zRTuEf+tq83uvshkzuUHzebSJQA8jAWiQf0NrJ30yFKMPJ1K0s+ObOMjewsad2k170vPodwmvU9VBmoiwWi5nj+1ZxcNMMDm6aScbRHS73tXftX7QZeJ/hduv+fZ0dy38gP+tYme8f27vSpXxqN+ruMObI7mUeKTqNmj9/PldffbWh9ah16tTh77//plu3bh7MTAghRHXgk0JVaz3AF/cVTrnF5nX5p8i7V22l1CagVRnvpSmlFmA9C/ZXZ3Z8FqLE3jV/seyXxzAXlnlCU5mUMtF28MO0HngvJpOsrfOGwvxsUrcv4OCmGaRsmUV+dppb+t275k+XClWLubDcIhXg+P41WMxFxo+SqdWEkIg48rPLnqiiTAEunePqThaLhddee41x48ZhsTg/Rb5NmzZMnjyZ5ORkzyUnhBCi2pANhcQpSqkLANvzHL700u3DKLtIBYgFRhQ/diqlbq0uuzcL11nMhaz+5yW2LfrcULvwmvXoec17To18iYrJPpHCoS2zObh5Jqk7FmEpynf7PU6mbuXEoS2GRyjjkjrafb+oIIeTh7cSU7+NoX6VUtRudA77N0wFwBQQTFyDjtRu1J1ajboT37CzW3bndVVaWhqjRo1i8uTJhtpdeumlfPXVV3L8jBBCCLeRQlUAoJSKBT62ufyH1vrsMxp8qwkwSyn1iNba+Z09nKSUqg0YPRhTtoD1M7kZh1n43d0c2/OfoXYJrQfT/Yo3CImI8VBm1Zu5KJ+je1ZwaMtcUrbOIePIdo/fMyg0iqKCbMPtYhMdHxFzbO8qw4UqQHLny4mu34bajboTl9SBgKBQw314wvz587n++uvZv3+/oXbPPfccTz31FCY3b+IkhBCiequWhapSKkCmj56mlDIB32JdG1riJPCAF26fAUwD/gXWAruLr4UD9YFewM1An1JtAoC3lVKHtdb2DyU07h7gWTf3KbzoyK5lLPruHvKyjjrdRpkC6XjBWFr0uVXORvWA4wfWsnHWexzesYiiAu9uIF6Yl0mEwc2UAMKj6xMaWcvu36Nje/+jWc8bDPed2OZ8Etucb7idpxQWFjJ+/HheeeUVjGwHEBkZyTfffMMll1ziueSEEEJUW9WqUFVKdQBGAdcA9Xycjj95HRhmc+1OrbWxj9WNewyYqrXOKuO9jOLHFuBzpdSlwOdAdPH7CvhMKTVXa53q4TxFJaC1ZuvCz1gz5SW7R5bYCouqTe/rJ1IrWTZ/8RRtNnNw0wyf3T89ZSNhLQYYaqOUIjapPSmbZ5Ubc2zfqgpm5ns7duzguuuuY/lyY5NnmjRpwp9//kmbNsZHlIUQQghnVPl5OkqpeKXUg0qp1cAqYDRQ28dp+Q2l1APAwzaXX9Na/+Tpe2utfy6nSC0r9nesxXTpHXHCgXGeyE1ULoX52Sz+/l5WT37eUJFaq1F3hoyeIkWqh8UmdSA43L3TqU0BQdRrMZCul7wEyv6PsvSDG1y6R5yD6b9F+TkU5jv1T5jf0Vrz+eef06lTJ8NF6qWXXsrKlSulSBVCCOFRVXJEVSkVCFwE3AQMxfp9lp7PJ0edAEqpa4F3bC5/CTzp9WScoLVeqpR6jTOn5l6rlBqttXZ+a0r7PgR+NtimCfCnm+4vDMo4soMF39xBxhFjR5i07HsHHYY9gSkgyEOZiRImUwD1mvdj75qK/W8SFBJFvRYDSGg9mPotBhAcHg3A9qXfcDJ1S7nt0g+ud+l+saU2VAoIDCEmoS2xiR2IS+pAfMMuRMQkVcqp4gcPHuSOO+5gyhRjm7oHBgYyYcIEHnrooUr5fQshhKhcqlShqpTqwumpvbEll4u/apvX1ZpS6kLgK8787/EbcJufn1n6LvAU1nWqYP1z7gq4ZdMnrfUR4IiRNvILm+/sXz+FpZMeMbRZTmBwON1HvkGD9hd6MLOqpTA/m6O7l5G6fSFZaXvpN+ozw33UbT7ApUI1IiaRhNaDSWg9mFrJ5xAQGHxWTGxCW/uFaspGw/cFiG/QiW6XvUpcUgdq1mle6T/U0Frz9ddfM3r0aE6ePGmobWJiIj/99BO9evXyUHZCCCHEmSp9oaqUqgPcgLVAbV1yufirLn6o4kcOMBn4wctp+hWl1ECso4al//xnANf4+yZTWut0pdQqoPRczRa4qVAVlYPFXMTafyewZZ7tRtX21ajVlD43fEzNOs08lFnVYDEXcnz/Wg7vWEjqjoUc27sKbSk69X72iRQiousb6rNec9uTr8oXl9TROmra6jyi67Z0+GFQTP027F75S7nvZ6XtoyDnxKkRWGcFh9WkafdrDbXxVykpKdx5552Gj50BGDJkCN9++y3x8fEeyEwIIYQoW6UsVJVSwVjP1LwJGIx1dM12am9JcVqAdUfZH4E/tdbe3XLSzyilugN/AaXPQ1gMXKq1LvBNVobt58xC1ehxMqISy808yuLv7+PIriWG2iW1u4DuI9/w6RmV/kprTcaR7aTuWMjh7Qs5vGspRXbWXh7esYjGXUcaukdYVC0CQyLt9hsZl8x5d/1MWI06hvqOSWjrMCb90CbqNKl+o4Fms5mPP/6YMWPGkJGRYahtcHAwr776KqNHj5ajZ4QQQnhdpSpUi4usUcBVnLn7K5w9tXcW1pHT37TWJ7yUol9TSrUHpgKlf1NfDVygtTZ+0KDvFNq8rtzz8YTTju1dycJv7yY3w/mNnpUpgI7DxtKi720yTbuUnJOppO5YwOEdizi8fSG5mc7PeN+39m/DhSpAzTrNOW5np9y8zKOERhr/3Km8s0wjYpOIrd+WmIR2REQnGO63sluzZg133nmn4c2SAFq1asX3339Px44d3Z+YEEII4QS/L1SVUvWBG7EWqM1LLhd/tZ3ae2ptpdZ6sBfT9HtKqRZYp/eW3npzMzBEa21ssZLv1bV57fyBmaJS0lqzfcnXrJ78PBaz7ecU5QuJjKfPdR9Su3EPD2ZXORTkZnBk19JTo6YZR41tPlXa4V1L0FobLvyT2g6zW6gWFWSTlbaXqPhGhvoNComkXouBBIfVtG54lNCWmHqtDU/1rSqysrIYP34877zzDmaz8dUc99xzD6+//jrh4eEeyE4IIYRwjl8WqkqpUOBSrFN7z8V6jE55xWkW8DuwizN3gxXFlFINgZmceSzPbmCw1rpSFXlKqRDOnPYL1qnAoooqKshhxW9j2LP6d0Pt4ht2ofd1Ewmvafu5RvVgLsrn+L7VpG63rjNN278Gd22ObSnK5+ThbUTXbWGoXULrwayZ8pLdmLSD6w0XqgADbvnKcJuqRmvN33//zf3338++ffsMt69Tpw6ffPIJF110kQeyE0IIIYzxq0JVKdUb68jpSKBGyeXir6WL0yJgOvAd8IfWOlcpNcjL6VYKSql6WKdBJ5a6fBAYpLU+6JusKuRqrOenlsgHFvkoF+Fhmcf2sOCbO+zu6FqW5r1uouPwp8rcIbaq0hYLJ1K3nBoxPbJ7GebCXMcNXZSyeZbhQjUqLpnA4Ai7uzSnH9xAww4XVzS9amfTpk089NBDTJ8+3aX21157Le+99x5xcXFuzkwIIYRwjc8LVaVUEtbi9Eas51FC+aOny4FvgR+11se8nGqlo5SKxTrdt0mpy0exjqTu9k1WrlNK1QVsh2OmV/cNsqqqA5ums/SnhynMc34DmICgMM65fALJnS7xXGJ+JDv9wKkR08M7FpGffdxr9z64eQatB95jqI0ymYip35qje1ac9V5gcAQxCW2IiElyV4rVQlpaGuPHj+fDDz90aZpv7dq1+eijj7j00ks9kJ0QQgjhOp8WqkqpWUB/TheicHZxuhPryOm3WmvXF1VVM0qpKGAaUHqXkRPA+VrrzW6+VzLWqcSlNdJa7yknvh5wF/CO1jrdwD3+AErviKKB8YaSFX7PYjGzYcZbbJz9vqF2kXHJ9L3hf0TXa+mhzPyLtliY9t5wCnKc+l/I7WIT2rnULiahLSePbCemfvFa0oS2xNRvS1RcMkp2lnVaUVERH330Ec8++yxpaWku9XHVVVfxf//3f3LsjBBCCL/k6xHVgaWely5OjwE/YS1Ol/kisSrgL85ey/kWEK+UOs9gXyudLSidFAI8AzyslPoL+BVYqrVOsQ1USjXFulb5PqCmzdvvaq3L35lFVDr52Wks/uF+UrcvMNQuofX59LjyLYLDajgOriKUyURsQlvD/63cpbDAtYkMHYeNofNF42UHZheVrEMdM2YMmzZtcqmPBg0a8MEHH3DhhRe6OTshhBDCfXxdqMLpAhVgIfAq8K/W2vgcJlHagDKuPe9iXwOBuS5nUr5I4NriB0qp48ARIAMIA+pR/hmpPwOPeCAn4SPH969l4bd3kXPC+aXTSploN+RRWve/p1qOxtWs08LthWpweAx1m/Ym49geTqRsKDcu/WD579kTEBTqOEiUad68eYwZM4YlS4ydIVwiICCAhx9+mGeffZaIiAg3ZyeEEEK4lz8UqnC6WO0FPAHUV0r9XAmPTREVE1f8sCcfGAu8rbXWDmJFJaC1ZufyH1j55zNYzAVOtwuJiKXXNe9Tt1lfD2bnednpB0ndsZCkNkMMH6fSqOtIti78tEL3DwgKpVbyOdRt1oc6TfsQU681ymRi4+z3yy9UlUJrCxaLGZMpoEL3F46tWrWKsWPH8u+//7rcR/fu3fn444/p0KGDGzMTQgghPMcfCtWS80811mNo+hQ/3ldKTcG6edJkrbXzhycKf3cYGI11pLYnUMeJNnuBb4CJZU0RFpVTUWEeK/94ml3//WSoXVxSR3pf/xER0fU9lJnnFOSetJ5nun0BqdsXknlsFwABAcEkdza2oU103ZaYAoIMnS2rlInYxPbUadqHus36EN+gc5mjnDH1rcvblSmQmnWanz6ftH4bouu1JihERuQ8bcuWLYwfP56ffjL2/0dpNWvW5NVXX+WOO+7AVA1nHQghhKi8fF2oDgNuBi4GSv+mpLCuY7yk+HFSKfUz8J3Wer6Xc6yUtNZeWwBWvGmS0/fTWucC7xU/SjZXagE0AOKxHj9TAKRjnQq8QorTqicrbR8Lv7mLdDvTS8vStMf1dL7oWQICQzyUmXtZzIUc27vKWpjuWMjx/WugjPNM96z5w3ChqpQiMrYBGUd32o2LqtWEuk37UKdpb+o07uHUyG2tRudw/v1/E12nhUzX9bJ169bx4osv8ssvv+DqxBGTycRtt93GCy+8QO3atR03EEIIIfyMTwtVrfW/wL9KqRrANViPqelR8nbxVwVEA7cBtyml9mPdBfg7rbVrO0kIv6K1PgQc8nUewntStsxhyY8PUJDr/Oz+gMAQul76Mo27jvRgZu6Rlbaf1G3zOLRtHqk7FlGUn+WwzbG9K126V+0mPR0WqgNu+ZrIWGPHvgSFRBKXKNNEvem///7jxRdf5M8//6xQPwMGDOCdd96Rab5CCCEqNV+PqAKgtc4APgY+Vko1wzrKej2QWBJS/FVhHXV7EnhSKbUO63TQH7ybsRDCFdpiYcOsd9kw6x0wMFIUEZtE3xv+d2o6qr8pKszjyK6lHNo6l0Pb5pHpoHAsS2FeBlnH9xIZ19BQu+TOl7Nj6bd2Y9IOrDVcqArv0FqzaNEiXnrpJaZNm1ahvho3bswbb7zBJZdcIrsqCyGEqPT8olAtTWu9HRirlBoHDMJatF6CdRdYOHOX4A5Ae2ACsM27mQohjMjPTmfJj6M5tG2uoXb1W55Lz6veMbzRkCdprck4soND2+ZxaOtcju5ehrkov8L9pmydS/Neowy1iW/QmaDQGhTmZZy6FhGTSGxi++JHB+KSZGTN3xQVFfHbb7/x5ptvsnz58gr1VaNGDcaOHcvo0aMJDZVp2kIIIaoGvytUSxTv6DoTmKmUigKuAm7EutESnDnKGgC0pFQRq5Tqo7Ve6NWkhRBlcuXoGZSi3XkP0ebcB/zi6JmC3AwO71zEoa3WKb2Gvhcn7d8wxXChqpSiaY/rAYhv2Jm4pE6ERZV3qpPwtczMTD777DPeeecd9u7dW6G+QkNDeeCBB3jiiSeIjY11U4ZCCCGEf/DbQrU0rXUm8CnwqVKqMaenBpfMkSs9h7CkWJ2nlEoBfgR+0lr/58WUhRBYRx53LP2WVX8/Z+jomeCwmvS8+j3qtxzowezs01pzMnUrBzbPYP/6fzhxaLOh6cquOL5vtUtHvnQc9qSHMhLusmvXLiZOnMgnn3zCyZMVO3ktICCA2267jaeffpqEhAQ3ZSiEEEL4l0pRqJamtd4FPA08rZQaiLVovRQoOSuh5KgbBSQADwMPK6V2Yi1af5RNmITwvKKCHFb8NoY9q3831C6mflv63PARkbENPJSZfUd2L2Pnsh9I2TLL0GZP7hAYHEFBzglCIx0dJywqA7PZzNSpU/nwww+ZNm2ayzv4lnb11Vfz/PPP06xZMzdkKIQQQvivSleolqa1ngPMUUpFAFdinRrcj9Nns8Lp9axNgXHAOKXUBq21LNoSwkMyju5i4bd3cjJ1q6F2jbpeSddLXiTQh8ehbJz1HqnbF/jk3qFR8VKkVgFHjhzh888/56OPPqrw9F6wTu++4ooreOqpp2jfvr0bMhRCCCH8X6UuVEtorbOBL4AvlFLJwE3ADUCjkpDiryVFa1tv5idEdbJ//RSW/vyoU0eylDAFBNNlxPM0Oecan+9W2qDDxR4rVEMi4sjPPn7qdY1aTanVqBu1Gp1DreRuRMTIzryVVVFREf/++y9ffPEFf/31F4WFhRXu02Qyce211zJ27FhatWrlhiyFEEKIyqNKFKqlaa33AOOB8UqpfliL1suBKN9lJUTVZzEXsmbqq2xd8ImhdhExifS+bqLf7Eyb3Okylv/yOGcufXdNYHA4dZr2pl7z/tRt3g+A7Uu+oXajc4hv2FVGT6uAzZs388UXX/DNN9+Qmprqlj4DAwO58cYbGTNmDE2bNnVLn0IIIURlU+UK1dK01vOB+Uqpe4GRWKcG+253FiGqqJwTh1j8w30c3bPCULt6LQbS86p3CImIcXtOWekHKcrLIrpeC0PtAgKDiIhJIDv9gEv3ja7XmnrN+1GvxQDiG3YlIDD4jPc7X/i0S/0K/5Gens5PP/3EF198UeGjZUqLjIzktttu48EHH6RhQ2Pn6QohhBBVTZUuVEtorXOBr4GvlVINsE4LFkK4wcHNM1k66REKctKdb6QU7c57mDbn3u+2o2e01qQdWMe2xV9yaOtc8rOPE5PQjqEP/GO4r3rNB7Bj2bdOxQaHR1O3aV/qtRhA3eZ9Ca9R1/D9hP/LzMzkr7/+4qeffmLatGlumdpbIjExkQceeIDbb7+d6Ohot/UrhBBCVGbVolAtTWu9D3jJ13kIUdmZiwpYO22C4am+weEx9LrmfeoVT4WtCIu5iIObZ7B9ydcc27sKc2HuGe+fSNlEUUEOgcHhhvpt3vsmh4Vq7cY96TDsSWIT2xs+TkZUDjk5OUyZMoUff/yRf/75h7y8PLf236lTJx555BGuvPJKgoKC3Nq3EEIIUdlVu0JVCFFxWcf3suj7+0g7sNZQu7ikTvS+7kMiYlw/+7GoIIdD2+ZzYOO/7Fv7FxZz+SNbWps5tHUuSe0uMHSPmnWaExAUdlbhGxwWTb2WA0loNYg6TXrLGtMqKDMzk2nTpvH777/z119/kZ2d7db+g4KCuPzyy7n77rvp27evzzcPE0IIIfyVFKpCCEP2rZvM8l+eoDA/01C7Zr1uotPwp85as+mMvKxjHNw0k4ObppO6fQHmonyn2+76b5LhQhWgduPupG5fSFxSB5LaD6d+8wFE1WoihUUVlJKSwl9//cWff/7J7NmzKSgocPs9kpKSuPPOO7n11lupW1emhwshhBCOSKEqhHBKUWEeqyc/z46lzq3dLBEQFMY5V7xGcscRhtrlnDjE/o1T2b9+Kkf3LAft2i68h3cuxmIuwhRg7J+7Xte8T0BQKAGBIS7dV/gvrTXr1q1j8uTJ/Pnnn6xYYWwTMGcppRg8eDD33HMPw4cPJzBQfuQKIYQQzpKfmkIIhzKO7GDR9/dy4tBmQ+1q1GpKnxs+omad5k7FZ6XtZ/+GqRxYP5Vj+1a6kupZzIV5HN2zgjpNehpqFxxW0y33F/7h+PHjzJgxg3///Zd///2XQ4cOeexeTZs25aabbuKGG26gQYMGHruPEEIIUZVJoSqEKJfWmp3LvmPV5BfOWq/pSHKnS+l66UsEhUTajTu8axlb539MTsZh0g+ur0i65dq79k/Dhaqo3AoLC1mxYgX//vsv06ZNY8WKFWgXR+WdERkZyZVXXslNN91Enz59ZIq4EEIIUUFSqAohypSXdYxlvzxGyuZZhtoFBIXR9ZIXadTlinJ/WT+0bR5b5n/C0T0rDBfArsg6vtfj9xC+VVRUxKpVq5gzZw5z585l4cKFZGVlefSeSikGDBjAqFGjuPzyy4mMtP+hjBBCCCGcJ4WqEOIsBzfPYtkvj5GfdcxQu5p1W9D72g/Omuqrtebg5hlsXfg5x/auxGJgMyRXBYXVpE6TnjTtfj11mvTy+P2EdxUUFLBmzRrmzZvH3LlzWbBgAZmZxjb4clXv3r256qqruOKKK6hXr55X7imEEEJUN1KoCiFOKSrIZfU/L7Jj6TeG2zY551o6XzyewKDQs97TWrPwm7vRlvKPknGHiJgkEtsOpXnPUUTGydrAquTw4cMsWbKExYsXs2TJEv777z+3n2tqT9euXbnqqqu48sorZd2pEEII4QVSqAohAEg7sI7FP44m8+hOQ+0CQyI557JXadjx4nJjTCYTsYntOL5vVUXTPENsYgcS25xPbGJ74hp0Jjg0yq39C9/Iz89n/fr1rFixgsWLF7N48WJ27drl1RyUUvTo0YMRI0Zw+eWX07RpU6/eXwghhKjupFAVopqzmAvZNOcDNsx6D20pMtQ2NqEdva79gKj4ZIexzXrdWOFC1RQQRO3GPUlsM4SE1oMJrynnUVZ2JUXpypUrTz3Wr19PYaFnR9/LEhISwuDBgxkxYgQXXnihnHcqhBBC+JAUqkJUY+mHNrNs0iOkp2ww3LZ571voeMEYp88ZbdjhEpZNegRtMRu6jykwhHrN+5PU7gISWg2SY2MqsWPHjrFhwwbWr1/PunXrWLlyJRs2bPBJUVqidu3aDBs2jBEjRnD++ecTERHhs1yEEEIIcZoUqkJUQ9ZR1A/ZOPs9LGZjRYJSATTteQNdLh5vqJ3JZCKmXhvSDq5zGBsQFEb9lgNJancB9Vue6/CIG+FfcnJy2Lhx46mitORramqqr1MjMDCQXr16MXToUIYOHUqHDh0wmUy+TksIIYQQNqRQFaKaOXFoC0t/fpj0g8ZHUQG0NnN4x0KX2jbpfh1pv5VfqIbVrEvzXjfTvNdNBAaHuXQP4R1aa1JTU9m6dSvbtm079XXz5s3s2rXLo2eWGpWcnMzQoUMZMmQI5557LjVq1PB1SkIIIYRwQApVIaoJc1E+m+dOZOPs9w2PotrKOLKD3MwjhEXVNtSucZeR/Pf7GLS2nLoWEZNIg3YX0rL/XYRG2leh6wAAKFRJREFUxlYoL+FeWmuOHTvG7t272blz5xkF6bZt27x2HIxRSUlJDBw4kIEDBzJgwACSk5N9nZIQQgghDJJCVYhq4Oju5Sz/7UkyjuxwW5/71k2mRe9bDLUxBQYS37AruZmHadjxElr2vZ3gMBnd8qWsrCx279596rFr164zXmdnZ/s6RYcaNGhA//79GTBgAAMHDiQ5ORmllK/TEkIIIUQFSKEqRBVWkHOCNVNfZefy793e964VPxkuVAHOu/sXt+cizqa1JiMjgwMHDnDgwAEOHjx46nnpR3p6uq9TNSQoKIjOnTvTq1cvevXqRc+ePUlISPB1WkIIIYRwMylUhaiCtNbsXzeZlX+NJy/rqEfuceLQFvKyjhMaGeeR/kXZCgoKOHLkCIcPHy73kZKSwoEDB8jKyvJ1uhVWt25devTocaow7dKlC6Ghob5OSwghhBAeJoWqEFVM5rE9rPp7PClbZnv4Tpr9G6bSrMf1Hr5P1VVYWEh6ejppaWmkpaVx/PjxU89LXh87duyMIvTEiRO+Tttj6tWrR5cuXc541K9f39dpCSGEEMIHpFAVooooKshh4+z/Y8v8/2ExF3jlnrtW/FhtC9XCwkIyMzPJyMg463Hy5Mlyr5cuTDMyMnz9bfiEUorGjRvTtm1bOnXqdKoorVevnq9TE0IIIYSfkEJViEpOa83+9f+w4o+nKMhO88o9TQFBxCZ2oPXAe7xyP3ssFgv5+fkUFBSQn59/xvOyrpV+npOTU+YjOzvb4fW8vDxff+uVQp06dWjXrh1t27Y99bVNmzZERET4OjUhhBBC+DEpVIWoZIqKinjuuefIyMgglJO0CV5AkKlix804w6wV6fk12JOVQGpeLHoPsPBztP4M4NS5mVrrs56bzWYsFgtFRUWYzeZTj7JeWyyWM56XFVNUVHSq4DSbzR7/3oVjiYmJNG7cmKZNm9K4cWNatWpFy5YtiY+PPys2Ozu7UuwmLIQQQvij2NhYAgOrfhlX9b9DIaqYtLQ0Pp74LkPaBzCkSyQBJs8dw3H0ZBEpaYVMWZHJ+j35xVc3eOx+wr+FhoYSFxdHXFwc8fHxp57HxsYSHBx8Kq6oqIj169ezfv16H2YrhBBCVE133303tWsbO8u+MpJCVYhKRFssHNo4meevqUHNcJNH7rHtYD7Lt+WyYlsOR0/KaGV1EhgYSHR0NNHR0cTExJz1NSwszNcpCiGEEKKakEJViEokPWUDm6aNd2uRarFothywFqf/bcslLUuK06pIKUVkZCQ1atQ461GzZk1iYmKIiIjAZPLMByBCCCGEEEZIoSpEJRKb2J66rYaRunlqhfoxWzQb9+azfFsO/23PJSPH4qYMhbcppYiIiCAiIoLIyMhTX22L0YiICAICAnydrhBCCCGEU6RQFaKSadrvAfasnUJosLG1qUVmzbrdeSzflsPKHXlk50lx6o9MJhNhYWFnPMLDw88oQkt/DQsLk1FQIYQQQlQ5UqgKUcmERNZiyqp8LusR6jBWa016lpn/tufy59IM0rOkOPWG4OBgQkJCynyEhoaeKj5tC9KwsDBCQkJQynMbZAkhhBBCVAZSqApRCc1eX0CPZgHUjws66z2tNWmZZhZvyWHyskwyc6U4LUtAQABBQUFlPoKDg8t9r3RMWYVocHCwjHAKIYQQQlSQFKpCVEKxcbX4a1UWdw0+fS0tS7M1xcLklZq8IlAqgqiYCKJiODVCV3qkrqznjt43Elv6mslkwmQyoZQq87nR9wICAggICCAwMNDQ85LXJf0IIYQQQgj/JIWqEJVMbGwsixYtAmDdX49xMmU9zfqPpk7LoSileMrH+QkhhBBCCM+JjY31dQpeIYWqEJVMYGDgqUOee1/1BoHBYQSFRPo4KyGEEEIIIdxHClUhKrGwqFq+TkEIIYQQQgi3kx0/hBBCCCGEEEL4FSlUhRBCCCGEEEL4FSlUhRBCCCGEEEL4FSlUhRBCCCGEEEL4FSlUhRBCCCGEEEL4FSlUhRBCCCGEEEL4FSlUhRBCCCGEEEL4FSlUhRBCCCGEEEL4FSlUhRBCCCGEEEL4FSlUhRBCCCGEEEL4FSlUhRBCCCGEEEL4FSlUhRBCCCGEEEL4FSlUhRBCCCGEEEL4lUBfJyB8QynVBDgHSASCgXRgC7BYa53nw7wU0BnoCNQuvnwYWAus0lprH6UmhBBCCCGE8BIpVKsZpdQlwNNYi8GyZCmlvgSe01of82JeQcBo4EEgoZywA0qpd4D3tNaFXkpNCCGEEEII4WUy9beaUEqFKKW+BX6n/CIVIBK4D9iklOrnpdySgGXA65RfpIJ19PcNYIlSyl6cEEIIIYQQohKTQrUaUEqZgJ+A62zeMgO7gTXASZv3agFTlVI9PZxbbWAO0MnmrVxgI7AZsJ2K3AWYo5SK92RuQgghhBBCCN+QQrV6eAwYYXPtI6CB1rqx1roTEAtcBuwrFRMOTFJK1fRgbl8CTUq9zsM6/Tdea91Wa90aiAce5syCtRnwuQfzEkIIIYQQQviIFKpVnFIqDhhnc3mM1vpurXVKyQWttUVr/TvQC9hTKjYRa5HoidzOB4aVulQIDNFav6u1zimVW7bW+m1gaHFMiYuUUgM9kZsQQgghhBDCd6RQrfoeB6JKvZ4PTCgvWGt9ELjN5vJDxQWvu71g8/pVrfX88oK11vM4O/cX3Z6VEEIIIYQQwqekUK3Citem3mxzebyjI1601rOABaUuRQFXujm3dliPxymRjXUzJUdeK44t0Usp1cqduQkhhBBCCCF8SwrVqq0X1k2RSuwC5jrZ9jOb15e4IZ/SbNfMTtJaZzpqVBzzs83lS9yVlBBCCCGEEML3pFCt2obbvJ7haDS1dKzN6wFKqQg35FTCNrfpBtra5nZhBXMRQgghhBBC+BEpVKu2jjavFzvbsHijpT2lLgUDrSueEiilFNDe5rLTuQGLbF53KO5TCCGEEEIIUQVIoVq12a7d3GSwvW28u9aCNsR69E2JbK31vvKCbWmt9wI5pS5FAEluyk0IIYQQQgjhY1KoVlFKqTCggc3l/Qa7sY1v4XpGdvsxmldZbdyVmxBCCCGEEMLHAn2dgPCYeKD0dNhC4IjBPg7avK5doYzK7+eAC30c5Mzi1C25KaVqc+YGVM5o4o57CyGEEEIIIaykUK26Im1e5xjYSKlEts1r2z5dZduP7X2c4anc7gGedVNfQgghhBBCCBfI1N+qy7Zwy3Ohj1wHfbrKn3MTQgghhBBC+JgUqlVXqM3rAhf6yLd5HeZiLrb8OTchhBBCCCGEj8nU36rLdpQy2IU+Qhz06Sp/zu1D4GeDbZoAf7rp/kIIIYQQQlR7UqhWXVk2r21HMZ1hO0pp26er/DY3rfURDG46JUe4CiGEEEII4V4y9bfqsi3cwpXxiirCQZ+usu3H9j7O8FRuQgghhBBCCB+TQrXqOgaU3uU3CONHuCTYvDZ6vE15bPtJdKEPT+UmhBBCCCGE8DEpVKsorXUusM/mcgOD3djGb3E9ozNstXmd5EIftm3clZsQQgghhBDCx6RQrdpsi7fWBtu3ctCfq/Zy5vEyEUqphs42Lo4NL3UpG9jvptyEEEIIIYQQPiaFatW2xuZ1L2cbKqXqAcmlLhUCmyqeEmitNbDO5rLTuQG9bV6vK+5TCCGEEEIIUQVIoVq1TbZ5fZ6BDZXOt3k9R2vtzg2LbHMbbKCtbezfFcxFCCGEEEII4UekUK3aFmPdVKlEY2CAk21vtXnt7nNC/7J5PVIpFemokVIqChhpc1nOMBVCCCGEEKIKkUK1CtNaW4AvbS4/62hUVSk1COhb6lImMMnNua0DVpS6FAk87kTTxznzaJqlWmu3TEkWQgghhBBC+AcpVKu+CZx5xmh/4InygpVSCcCnNpff1VofKyu+VDtt8xjgRG7P2Lx+UinVz849ysr9KSfuI4QQQgghhKhEpFCt4ooLzJdtLr+ilPpQKVW/5IJSyqSUugTrdOHkUrEpwJseym0aML3UpSDgX6XUaKXUqV19lVIRSqkHgWnFMSWmaK1neSI3IYQQQgghhO9IoVo9TODszYvuBvYppXYqpVYBx4HfOfPs1FzgSq31CQ/mdiOwu9TrUOAd4JhSaoNSaiPWdbZvF79XYidwkwfzEkIIIYQQQviIFKrVQPFa1ZHAjzZvBWDdYKkTEG3z3nHgAq31Ig/ndhgYCKy1eSsMaIP17NdQm/fWAAO11kc9mZsQQgghhBDCN6RQrSa01nla62uAKzj7fNXSsoEPgdZa67leSA2t9V7gHKzrT1PshKZg3Uypu9Z6vzdyE0IIIYQQQnhfoK8TEN6ltf4V+FUp1RToDiQAwcAJYDOwSGud50K/zp7PWl77AuA1pdQbQBegA1C7+O0jWIvrVcWjw0IIIYQQQogqTArVakprvQPY4es8bBUXois48+gaIYQQQgghRDUiU3+FEEIIIYQQQvgVKVSFEEKI/2/vzsMlreoDj39/Aq3NIk2zqNBAs0QERFE2ZVFAMIkiIBKWGEeESGackWAyLkxMGoS4gFF8nJgQYBqdxI0ZIwjEKNqAAwaUoLIru7bsS4tA09D88sdbd3jr7apbb91bdeut29/P8/Tz3HPqvO859/Zzqs6v3rNIkqRGMVCVJEmSJDWKgaokSZIkqVEMVCVJkiRJjWKgKkmSJElqFANVSZIkSVKjGKhKkiRJkhrFQFWSJEmS1CgGqpIkSZKkRjFQlSRJkiQ1ioGqJEmSJKlRDFQlSZIkSY1ioCpJkiRJahQDVUmSJElSo6w56gZIs8CccuK2224bVTskSZKkgegwpp3TqdywRGbOZH3SrBMRBwMXjLodkiRJ0hAdkpkXzlRlTv2VJEmSJDWKgaokSZIkqVGc+itNU0SsD7yxlPVLYMUMVb8N7dOODwFun6G6JY2G/V5a/djvNQpzgM1L6cszc9lMVe5mStI0tTrsjM3XL4uIatbtmXnjKNoiaWbY76XVj/1eI3TdqCp26q8kSZIkqVEMVCVJkiRJjWKgKkmSJElqFANVSZIkSVKjGKhKkiRJkhrFQFWSJEmS1CgGqpIkSZKkRjFQlSRJkiQ1ioGqJEmSJKlRDFQlSZIkSY1ioCpJkiRJapQ1R90ASdPyIHBKJS1pdrPfS6sf+71WO5GZo26DJEmSJEn/n1N/JUmSJEmNYqAqSZIkSWoUA1VJkiRJUqMYqEqSJEmSGsVAVZIkSZLUKAaqkiRJkqRGMVCVJEmSJDWKgaokSZIkqVEMVCVJkiRJjWKgKkmSJElqFANVSZIkSVKjGKhKkiRJkhrFQFWSJEmS1ChrjroBkqYuIrYBdgcWAHOAR4FbgKsyc/ko2ybNZhERwEJgJ4r+Nw94mqIP/gL40aD7YESsB+wFvBx4MfAUcDdFf//1gOvaEdgFeBmwBvAwcANwdWY+O8i6JHUWES8C9gReAWwArAB+RdEP7xhwXY4n1DiRmaNug6Q+RcShwF8Cr+1S5LfAecApmfnQDDVLmtUiYgPgUOD3gP2BjSYp/gxwMXBmZl4+zXq3Aj4GHEExgKxK4HJgUWZeMY16AngP8GGKYLiTh4G/Az6ZmU9MtS5ptomIrwBHVbLvzsyFU7jXxsAi4BhgnS7FrgVOzcwL+r1/pa5DcTyhhjJQlcZIRLwQOBd4Z81LHgQOn87gVRJExN8Cf0znQLGXLwHvz8zfTKHeI4DFwNo1iidwOnBS9vnhHhHzgK8DB9a85A7g4My8sZ96pNkoIt4GXNjhpb4D1YjYFzifyb8IK/sS8N7MXNFnPY4n1HgGqtKYiIgXAN8ADqm8tBK4B1gGbAWsX3n9SeCAzPzh0BspzVIR8WOKqbBVK4F7gfuBtYAtWbUPAlwDvCkzf9tHnX8AfJVV95N4EPglsAmwGRCV18/MzA/0Uc9c4DKKaX9lK4C7KKY0b82qT3YeBPbMzNvq1iXNNhGxPnAjRV+s6itQjYi9ge8AcysvPQbcSTH9d3OK6fhl36AIImsN6h1PaFy4mZI0Pj7Iqh8qfw9skZlbZ+ZrgPnAYRQfNBPWBr7e+jCVNH2PAV8A3gpskJmbZ+aumflqYENgP+AHlWt2p5g+V0trvdhi2j+nfwrsn5mbZOYumbk5sD3FgLPsxIg4rI/f5zO0B6nPAacCL83M7TLzVRTvLe+hWLc2YWOK95bqoFlanZzB80HqlKfDt5YWfI32IPVuiuUG8zPztZm5FcXa+LMqlx8G1P5yCscTGhM+UZXGQERsSPFt6nql7JMy85Ndym8G/D+KD7QJH8vMRUNrpDSLtZ6obgicBnw5M5/qUX4NimD2+MpL+2fmkhr1fRk4upT1I4onGatMH26tLf37Sl23A6/otfFRRLyCYpOkcrD5h5n5lS7ld6R4b5lXyj42MxdPVo80G7Wm6X6fYlbDc8BHKKbfT6j9RDUiPg6cVMq6E9i720ZpEfE/gL8uZS0DtsrMRzuVL13neEJjwyeq0nj4EO0fKlcAn+pWODOXUqynK/tA6wNKUv8WAdtl5rm9glSAzFwJvA/4ceWlar9cRSsYPLKUtQJ4d7c1rq3pfn9KsdvwhG0onoD2cgrtQer/7haktuq6EfjvlexFEbFWjbqkWaM1Zf4cnp96/3mKL5Smcq+NgfdXst/bYzfvT1CMBSasz6p9sxPHExobBqpSw7XWklQHnCf3WouSmd+jffrhehS7hkrqU2Ze3O9mJa1g9fRK9u/WuPRY2j+fv5qZN/eoazlQfSIyaVDcmmpYniKcwMk12reYYkrihC2BA2pcJ80mp1J8IQTF9NiPTuNeRwHrltJXtD7Du2qNAU6pZB/bmmHRkeMJjRsDVan59qRYCzbhDoqNT+o4t5I+dADtkVRfda3qhhHRawffgyvpaj/u5mu0r5HbLSI2naT8W2k/T/2yOmczZuZzFMFq2aE12yiNvYjYDTixlPVf+9korYPqetG6fX4JxTTeCS8FXjdJeccTGisGqlLzvbWS/m4fR098t5LeNyK6nckmafA6rRfruhFJRGwHbFvKegK4qk5FrXNNy2WDVd8/yqqvfadOPS3V95aD+rhWGlutae7n8vyU+fMz86Jp3G9d4A2V7Fp9sTUWuLSSPVlfdDyhsWKgKjXfzpV0rUErQGt9y12lrDnADtNvkqSaOh1Z8fAk5XeupK/ptSFSxZU97jfZa7XfW4BrKY6tmbBpa52dNNudBOzU+vkx4IRp3m9HiqOtJtyZmff1cf2M9HnHExoFA1Wp+bavpG/q8/pq+er9JA3PPpX03T3Wus5If289Fdq2kl27rsx8mmJn4Z51SbNFROwA/EUp68N9BpWdzORnvOMJjRUDVanBWrsKblHJ/mWft6mW327qLZLUp2Mr6Ut6lK/2z2H1961pX5/6VGY+NKS6pLHX2ojoXIoniVCsPz97ALcedJ/fMiJeVC3keELjyEBVaraNeH7re4BngAf6vMfSSnqTabVIUi0R8RZWXXt2Xo/Lqv3zV31WW+3v3abjVuupXjeVunxv0Wx2As9vVLQCOL6P9Z2TmW6fvx8oLw94AcWZz1WOJzR2DFSlZlu3kn5yCh+MT1TS1XtKGrCImA+cVcn+ZmZe0+PSav+s9t9equXXiogXDqGeTtf43qJZKSK2Ak4rZX0iM28Z0O2n1RdbY4Lq2c6d+qLjCY0dA1Wp2aofAsuncI86H2CSBqQ1RfAfgQWl7GXU23Rlun2+2t873XMQ9XSqy/cWzVb/AEzscHsL8PEB3num+qJ9XmPHQFVqtuo6k8k2Yenm6Up67hTbIqmeM4Dfr+T9SWbWWQ823T5f7e/Quc/73iLVEBHHAQe0kkkx5Xcq/aWbmeqL9nmNHQNVqdmq33jO6VhqctVpf1P5FlVSDRFxAvBnlezTM/NrNW8x3T7faZpvpz7ve4vUQ0S8DPh0KeuczPzBgKuZqb5on9fYMVCVmu23lfQqO/nVUP3Gs3pPSQMQEX8InFnJPg/4SB+3mW6f7/SEo1Of971F6u1vgXmtn+8DPjSEOmaqL9rnNXYMVKVmq34IrB0R0bFkd+tU0n6wSAMWEQcBX6R9V81vAH/c54Yl1f5Z7b+9VMs/m5mdnnpMt55O1/jeolkjIv4AeHsp608z87EhVDWtvtgaE0wlUHU8ocYzUJWa7SGKNTET1qL/7eA3q6T73Y5e0iQiYj/gfNrPJf0ucHRmruzzdtX+uaBjqe6q/f3BmvVUr5tKXb63aDY5o/TzxZn59SHVM90+/xLa33ueoxg7VDme0NgxUJUaLDOfAu6pZFcP7O6lWn5QW+pLq72I2AO4kPZpdFcBb5/ihiu3VtLD6u930H724tyI6Hbm6nTrksbRvNLPb42I7PUPWFK5x5Ydyu1cKTPoPn93p1kUjic0jgxUpearfhDs0Of12/e4n6QpiIhXAf9C+xEN1wFvycypnEsKM9TfM/MZ4Pap1tU6m3XrOnVJmtRMfsY7ntBYMVCVmu8nlfSedS9s7Vi4sJT1DHDT9Jskrd4iYjuK6b0blLJvBn43M5dN49Y/qaR3i4g1OxXsYq8e95vstdrvLcAutO8Aem9mOg1Q6t+NFJ/NExa2PrvrmpE+73hCo9DPh5+k0bgI+HApfUBERM0NWt5cSS/JTDc/kKYhIrYELqV9fdedwIGZ2W1NaC2ZeUtE3A5s08pah2IweUWNdq0DvL58O4r3j24uAo4spQ8EPlGzqQdW0t+qeZ00Lg6hWMfZj1fTfpzN/cAfVcrcVk5k5uMRcQXwplL2gcCXelXW2gzpgEr2ZH3R8YTGioGq1HxXUWyCsFErvTWwL6uuhenkuEr6gsE1S1r9tJ4qfI/2DU+WAm/KzKUDquZC4AOl9HHUCFQpgs7yNOQfZ+avJyl/CcU61YmxwL4RsXVm3jFZJa3B8TGVbN9bNKtk5uX9XhMRz1aylmfmpTUuvZD2QPU4agSqwH7AVqX0/cDVk5R3PKGx4tRfqeEy8zmKsxjLFvXaVj4i3gTsU8p6HBjWroXSrBcR8ymm+25Tyn6Q4knqnQOs6n/RvjvnURFRXRtWbduLWPW81nMnuyYzHwG+Wb4NcHKN9h1L+xTAuymeMEuamq8C5XXtb4iI/Se7oDUGWFTJXtwaM3TkeELjxkBVGg+fov28sjfSPn2nTURsBpxTyf5cZnbasl5SDxGxHvBtYMdS9mPAmzPz5kHWlZk30D4InAN8MSJe3KVtAZwJ/E4p+w6KgLeXRRTHWUx4V0Qc3a1wROxA+9RGgFOnuMOxJKC1vvt/VrLPiYhNJ7nsJOANpfQy2o/U6cbxhMZG9HcOuaRRiYiTgI9Xsv8OOG1iel9EvAA4GPgc7dvI/xrYcUiHlUuzXkQsoZgiV/ZXwA+ncLtrM/PRHvVtC/wUWLuU/VPgxMy8rFTu5RTrSg+r3OKIzDy/TmMi4izg+FLWc8BfA5+daGdErAW8E/gM7RtI/QzYJTOrUx6l1U5E7Ev7NNq7M3NhzWvnU2ys9NLy9cAJwLcm1pFGxALgo8CfVG7xocysE6g6ntDYMFCVxkTrQ+MC4KDKSyspPsyWUaxVmVd5/SmKqYlXDruN0mzVOiNxUPYrB5uT1HkU8GWKKbllD1Kch7gJxVrZ6uufz8wT6jYmItYGLgd2rby0gmKTqKcp1rKtW3n9IWCvzPx53bqk2Ww6gWrr+jcA/0r7ucxQzN64k+LzfQtgjcrrF1Cc3VzrfcrxhMaFgao0Rlrr0BYDR9W85GHg8DqDYkndjSJQbdV7NMVa07k17/1piicrfbW39TTnfGDSdXEldwEHZ+b1/dQjzWbTDVRb99ifoi/Or3nJl4FjM/PpPutxPKHGc42qNEYyc3lmHg0czuRnpT0BfAHYwQ8VaXxl5leAV1IMRp+ZpOgVwL6Z+cF+g9RWPY9QHIlxPJXjMyoeoZgyuJNBqjR4mfl9YAeKqbhPTlL0OuAdmfnOfoPUVj2OJ9R4PlGVxlhrHdsewGYUG648BtwMXJmZy0fYNEkD1tpMaW+KTZPWA5ZTTAG+coBH40zUtRPwWuBlFNMMHwZuAK7OzMkCZkkDEhFzKc5R3p5iGu4KiuOwrs7Myb5QmkpdjifUOAaqkiRJkqRGceqvJEmSJKlRDFQlSZIkSY1ioCpJkiRJahQDVUmSJElSoxioSpIkSZIaxUBVkiRJktQoBqqSJEmSpEYxUJUkSZIkNYqBqiRJkiSpUQxUJUmSJEmNYqAqSZIkSWoUA1VJkiRJUqMYqEqSJEmSGsVAVZIkSZLUKAaqkiRJkqRGMVCVJEmSJDWKgaokSZIkqVEMVCVJkiRJjWKgKkmSJElqFANVSZIkSVKjGKhKkiRJkhrFQFWSJEmS1CgGqpIkSZKkRjFQlSRJkiQ1ioGqJEmSJKlRDFQlSRqiiMjSv8tG3Z7ZKiKOqfytO/3bd9TtnI3820saBgNVSZIkSVKjGKhKklYrEbGwxtOfQfw7edS/qyRJ42rNUTdAkiRpCM4AvlPJ++koGrIa+FfgwErefwLeNYK2SJolDFQlSdJsdFNmXjrqRqwOMvNe4N5yXkTsPaLmSJolDFQlSaub+1j16U83bwY+WEr/DPjzmtfeAZCZUb9pkiQJDFQlSauZzFwO1HrSFhELKlmP+pROkqThczMlSZIkSVKjGKhKkiRJkhrFqb+SJI2JiFgX2BvYHNgYWAb8O/BvmZk9rl0A7AlsAaxBsVb3ysy8bUBt2wLYFXgJsEGrbRN13DeIOmZaRGwCvBLYBphHMW56hOL3unpcfy9JGgcGqpIkDVFElAPIyzNz30nKnge8u5S1VWbeFRGbAR8DjgDW7XDp7RFxYmZe1OGeOwOfothAapWNnSLiB8D7MvOG3r/NKtfOAf4LcDywQ5diGRHXAqdm5oX91jGTIiIovgg4guLvtV2P8tcDfwP8U2Y+O8R2nQwsKmXtl5mX1bx2IXBnKeuLmXnMoNomScPi1F9JkhosIl5Pcf7nsXQOUqF44ndhRLy/cu1xwDUUuxd32314H+CHEbFXn+3aA7gFOJPuQSqtencFLoiICyNinX7qmWFnAFcA/40eQWrLTsB5wJLW01dJ0oAYqEqS1Fy/A1wCbNhKPwvcCvwIWFopG8CZEbEPQEQcDZwNrNV6/QngRuBa4NHKtesC/xwRG9RpVES8DVgCbFV5aUWrfddQBLHVp4xvA74fES+qU88IdGrXo8DNwNXAT6icF9qyN8XvNXd4TZOk1YuBqiRJzfUPFGsjHwNOBDbOzFdk5u6ZuQDYA7i+VP4FwGciYhvgHIrg9efAYcD8zHxlZu5Ksb71yNZ9J2wMfLRXgyJiR+BrQDko+wFwELB+q317ZOb2wHyKacH3l8ruDny2zi8/Io8Di4HDgU0zc35m7pCZr8vM12TmpsAC4CO0//12BD45462VpFnKQFWSpOZaSBHk7ZWZn8vMx8ovZuY1wP7AA6XsXYFvAWtTBJC7ZuY/Z+aK0nUrM/PrFAFs2bsiYi26iIg1ga/SHqQuAt6YmRe3zqgtt+/xzDwb2AX4Reml/xwRr+n+a4/MYmBBZh6bmf83Mzs9PSUzl2bmp4CdaV//+d6ImD8D7ZSkWc9AVZKkZjsmM2/q9mJmPgR8ppK9PcXutEdk5uOTXLsE+E4pa2OKQLebwyl2wZ1wVmZ+rNeOw5m5FHgH8Fwp+88nu2YUMvPazPxNH+XvBt5bypoLHDXwhknSashAVZKk5roqM79do1yn3XS/UPP4lAsq6cmedJ5Y+vlJ4KQa9wcgM6+v1HVIRKxR9/qmyszv0b5udc9RtUWSZhMDVUmSmuv8muV+TrGRUdn/qXnt9ZX0Fp0KRcSGFOtLJ1yUmdVNmXopP71dl8mD4nFyV+nn2fI7SdJIeY6qJEnNdW2dQpm5MiKWUUzdBXgGqHsu6sOV9Iu7lNub9iNuflzz/mX3VNLbT/E+Q9c6f/QIYDeK6c4bUfxt5vS4dKPhtkySVg8GqpIkNdeDfZR9svTzI5m5cgrXQftGSWXbV9KnR8TpNevopnEbD0XElsDngIPpfvbsZOYNtEGStJoyUJUkqbmW9y4y0Ouge3C2YZf86Vh/CPecsojYnWJ68nTa1euJqySpBgNVSZJUx7wh3LMxe2W01uBewqpB6s8ojvm5Dfg18BTFFwHlnY7/BnjVDDRTklYbBqqSJKmO6hThM4GLp3nPO6Z5/SD9Be1PjX8B/FHrrNpJRUT1byNJmiYDVUmSVMdDlfS9mXnpSFoyHEeWfl4O/F5m1g2kh73WdtJzantYe2CtkKQZ1JgpN5IkqdHurKS3HUkrhiAitgA2LWV9u26QGhFzga2G0rDnVdccd9vwqpONexeRpOYxUJUkSXUsqaT3H0krhuMllfStfVy7D7DWANvSyW8q6Wp7J7PbIBsiSTPFQFWSJPWUmUtpP5t1m4j4/VG1Z8CqOx33s3Pv+wbZkC7urqRf08e1R/YuIknNY6AqSZLqOqOSPjMiGnXEzBTdV0nvXeeiiHgLcMjgm7OKf6+k3x4RPfcZiYjDgF2H0yRJGi4DVUmSVNc/ATeW0i8H/iUiNu1SfhURsVZEvDsiPjzw1k1RZt4DLC1l7RYRkz6JbJ25+o9TqS8iLouILP07uUf77gOuK2VtDnyoRx27AedMoW0LK23LiFjY730kaboMVCVJUi2ZuRJ4B7CslP164IaIOCUiXt7puoh4SUQcFBFnUQSE5wHbD7u9ffpSNR0RJ0XEi8uZEbEgIk4DrgA2oNjo6K4ZaN/ZlfRpEfGJiNig0r5NI+IU4PJW+26fgbZJ0sAZqEqSpNoy81bg7cCjpewNgL8Cbo2IByPi+oj4t4i4KSIeoJha+y3geJq7C+2ngV+V0nOAjwMPR8QNEXF1RNwB3ENx5uoLW+VOYNU1pMNwNu1PVQP4CPBARNxYat9Siv+LuRR/9+NmoG2SNHAGqpIkqS+ZuYRiN9kfdXh5I+CVwB4UT007BaYJ/HJoDZyCzHwEOBi4v/LSmsCOwO4Ux9BMbLz0HPBnmVl90jms9j0LHMaqT0jXBHYotW/CPcABzEwQLUkDZ6AqSZL6lpm3Z+buFMHd94EVPS5ZCfyQ4mnftpn5l0NuYt8y8zpgF4q1pyu7FQO+C7wuMz87U20DyMy7KL4A+ALwdJdiTwGfB16dmTd2KSNJjReZOeo2SJKkMRcRawOvo9joZ0OKqae/BR6iOJf05sx8Yoj1HwMsLmW9JzPPm8b95gNvALYE1gOeAO4ErsrMB6be0sGIiHWAN1I8RZ0HPAncAlwxzL9zXa0NohaVsvbLzMtG0xpJ46jn1uaSJEm9ZOaTFE9WZ4XWVOBvjrod3bSC0UtG3Q5JGhan/kqSpNlocYdjVvYddaNmo4g4pvq3pv1pqiT1zUBVkiRJktQoBqqSJEmSpEZxMyVJkjT2IuJlFMfITObazHy0Rxn1yb+9pGEwUJUkSZIkNYpTfyVJkiRJjWKgKkmSJElqFANVSZIkSVKjGKhKkiRJkhrFQFWSJEmS1CgGqpIkSZKkRjFQlSRJkiQ1ioGqJEmSJKlRDFQlSZIkSY1ioCpJkiRJahQDVUmSJElSoxioSpIkSZIaxUBVkiRJktQoBqqSJEmSpEYxUJUkSZIkNYqBqiRJkiSpUQxUJUmSJEmNYqAqSZIkSWoUA1VJkiRJUqMYqEqSJEmSGsVAVZIkSZLUKAaqkiRJkqRGMVCVJEmSJDWKgaokSZIkqVEMVCVJkiRJjWKgKkmSJElqFANVSZIkSVKjGKhKkiRJkhrFQFWSJEmS1CgGqpIkSZKkRjFQlSRJkiQ1yn8A8QUEq4j/msQAAAAASUVORK5CYII=\n", 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "legendtup = (r'A',r'B',r'C',r'D',r'E')\n", + "plotSpecies2(curvesNS_CF, legendtup, 'NS+CF','../figs/20220112NS+CF_Species2.pdf')\n", + "plotSpecies2(curvesNS_CD, legendtup, 'NS+CD','../figs/20220112NS+CD_Species2.pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}