{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import numpy as np" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "sm_010 = np.load('./mcmc_DIM3_sfr_0_1_0_mfr_3.29685E+15_7.88411E+15_6.83344E+15_fix_scale_0.1_sigma_100000_proc.npy')\n", "sm_100 = np.load('./mcmc_DIM3_sfr_1_0_0_mfr_1.98171E+16_6.59371E+15_9.61795E+15_fix_scale_0.1_sigma_100000_proc.npy')\n", "sm_120 = np.load('./mcmc_DIM3_sfr_1_2_0_mfr_5.50076E+15_6.35502E+15_6.15862E+15_fix_scale_0.1_sigma_10000000_proc.npy')\n", "sm_120_uni = np.load('./mcmc_unitary_DIM3_sfr_1_2_0_mfr_5.50076E+15_6.35502E+15_6.15862E+15_fix_scale_0.1_sigma_10000000_proc.npy')\n", "\n", "bsm_1e45 = np.load('./mcmc_DIM6_sfr_0_1_0_mfr_5.50076E+15_6.35502E+15_6.15862E+15_MixingScenario.T13_sigma_10000000_sc_1E-45_proc.npy')\n", "\n", "bsm_010 = np.load('./mcmc_chains_DIM3_sfr_0_1_0_mfr_0_1_0_MixingScenario.T13_sigma_010.npy')\n", "bsm_100 = np.load('./mcmc_chains_DIM3_sfr_1_0_0_mfr_1_0_0_MixingScenario.T23_sigma_010.npy')" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[0.30464772 0.38851294 0.30683934]\n", " [0.30464772 0.38851294 0.30683934]\n", " [0.30464772 0.38851294 0.30683934]\n", " ...\n", " [0.16430342 0.42135965 0.41433693]\n", " [0.13771339 0.44716916 0.41511745]\n", " [0.13771339 0.44716916 0.41511745]]\n" ] } ], "source": [ "print bsm_1e45" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(40000, 3) (40000, 3) (10000, 3)\n" ] } ], "source": [ "print sm_010.shape, sm_100.shape, sm_120.shape" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[0.37553977 0.32469747 0.29976276]\n", " [0.35422184 0.32631003 0.31946813]\n", " [0.35422184 0.32631003 0.31946813]\n", " ...\n", " [0.3765814 0.33614714 0.28727146]\n", " [0.3765814 0.33614714 0.28727146]\n", " [0.3765814 0.33614714 0.28727146]]\n" ] } ], "source": [ "print sm_120" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "from matplotlib.patches import Circle\n", "from matplotlib.legend_handler import HandlerPatch\n", "import matplotlib.gridspec as gridspec\n", "\n", "from scipy import interpolate\n", "\n", "import ternary" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[4.24138244e-03 3.06813681e-01 6.88944937e-01 2.34316066e-03\n", " 6.42617953e-01 3.55038887e-01 3.98424527e-03 2.38034475e-01\n", " 7.57981280e-01 1.85873303e-03 7.47360118e-01 2.50781149e-01]\n", " [1.02100395e-01 2.38679390e-01 6.59220214e-01 2.26570797e-01\n", " 4.93377801e-01 2.80051402e-01 1.09359466e-01 1.65212361e-01\n", " 7.25428173e-01 2.35934718e-01 6.08010059e-01 1.56055223e-01]\n", " [2.52239502e-01 1.42289922e-01 6.05470576e-01 4.15291021e-01\n", " 3.59870470e-01 2.24838509e-01 2.33469416e-01 8.91797869e-02\n", " 6.77350797e-01 4.52535945e-01 4.33980928e-01 1.13483126e-01]\n", " [3.68351571e-01 8.26973453e-02 5.48951083e-01 5.92164115e-01\n", " 1.97335547e-01 2.10500337e-01 3.26662769e-01 3.83846610e-02\n", " 6.34952570e-01 6.48292082e-01 2.61042953e-01 9.06649650e-02]\n", " [5.16972192e-01 1.91319942e-03 4.81114609e-01 7.41232430e-01\n", " 1.98363517e-03 2.56783935e-01 3.86792430e-01 8.82077324e-04\n", " 6.12325493e-01 9.06104571e-01 3.59369535e-03 9.03017336e-02]]\n" ] } ], "source": [ "bc = np.genfromtxt('./bayes_contours.csv', delimiter=',', skip_header=2)\n", "print bc\n", "\n", "def swap(x):\n", " y = x.T\n", " return np.vstack([y[1], y[-1], y[0]]).T\n", "\n", "def interp(i):\n", " x, y, z = i.T\n", " p = np.linspace(0, 1, len(x))\n", " q = np.linspace(0, 1, 100)\n", " s = 0.2\n", " x_ = interpolate.splev(q, interpolate.splrep(p, x, s=s))\n", " y_ = interpolate.splev(q, interpolate.splrep(p, y, s=s))\n", " z_ = interpolate.splev(q, interpolate.splrep(p, z, s=s))\n", " return np.vstack([x_, y_, z_]).T\n", "\n", "contour_68_upper = interp(swap(bc[:,:3]))\n", "contour_68_lower = interp(swap(bc[:,3:6]))\n", "contour_90_upper = interp(swap(bc[:,6:9]))\n", "contour_90_lower = interp(swap(bc[:,9:]))" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "plt.style.use('./paper.mplstyle')" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "class HandlerCircle(HandlerPatch):\n", " def create_artists(self, legend, orig_handle,\n", " xdescent, ydescent, width, height,\n", " fontsize, trans):\n", " r = 10\n", " x = r + width//2 + 10\n", " y = height//2 - 3\n", "\n", " # create \n", " p = Circle(xy=(x, y), radius=r)\n", "\n", " # update with data from oryginal object\n", " self.update_prop(p, orig_handle, legend)\n", "\n", " # move xy to legend\n", " p.set_transform(trans)\n", "\n", " return [p]" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Figure\n", "fig = plt.figure(figsize=(12, 12))\n", "ax = fig.add_subplot(111)\n", "ax.set_aspect('equal')\n", "\n", "# Boundary and Gridlines\n", "scale = 1\n", "fig, tax = ternary.figure(ax=ax, scale=scale)\n", "\n", "# Draw Boundary and Gridlines\n", "tax.boundary(linewidth=2.0)\n", "tax.gridlines(color='grey', multiple=scale/5., linewidth=1.0, alpha=0.4, ls='--')\n", "tax.gridlines(color='grey', multiple=scale/10., linewidth=0.5, alpha=0.4, ls=':')\n", "\n", "# Set Axis labels and Title\n", "fontsize = 23\n", "tax.left_axis_label(r\"$f_{\\tau}^{\\oplus}$\", fontsize=fontsize+8, offset=0.2, rotation=0)\n", "tax.right_axis_label(r\"$f_{\\mu}^{\\oplus}$\", fontsize=fontsize+8, offset=0.2, rotation=0)\n", "tax.bottom_axis_label(r\"$f_{e}^{\\oplus}$\", fontsize=fontsize+8, position=(0.55, -0.20/2, 0.5), rotation=0)\n", "\n", "# Remove default Matplotlib axis\n", "tax.get_axes().axis('off')\n", "tax.clear_matplotlib_ticks()\n", "\n", "# Plot\n", "tax.scatter(sm_010, marker='.', s=0.2, alpha=0.2, color='red')\n", "tax.scatter(sm_100, marker='.', s=0.2, alpha=0.2, color='green')\n", "tax.scatter(sm_120_uni, marker='.', s=0.2, alpha=0.2, color='blue')\n", "tax.scatter(bsm_010, marker='.', s=0.2, alpha=0.2, color='red')\n", "tax.scatter(bsm_100, marker='.', s=0.2, alpha=0.2, color='green')\n", "\n", "tax.scatter(bsm_1e45, marker='.', s=10, alpha=1, color='purple', zorder=100)\n", "\n", "# Contour\n", "tax.plot(contour_68_upper, linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n", "tax.plot(contour_68_lower, linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n", "tax.plot(contour_90_upper, linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n", "tax.plot(contour_90_lower, linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n", "\n", "# Lines\n", "marker_style = dict(\n", " linestyle=' ', color='darkorange', linewidth=1.2,\n", " markersize=14, zorder=0\n", ")\n", "\n", "p1 = (0.18301213, 0.43765598, 0.37933189)\n", "p2 = (0, 1, 0)\n", "divisions = 46\n", "x_d = np.linspace(p1[0], p2[0], divisions+1)\n", "y_d = np.linspace(p1[1], p2[1], divisions+1)\n", "z_d = np.linspace(p1[2], p2[2], divisions+1)\n", "for n in xrange(divisions-2):\n", " p = (x_d[n], y_d[n], z_d[n])\n", " q = (x_d[n+1], y_d[n+1], z_d[n+1])\n", " tax.line(p, q, marker=(3, 2, 180+46.5), **marker_style)\n", "\n", "p1 = (0.55003613, 0.18301213, 0.26695174)\n", "p2 = (1, 0, 0)\n", "divisions = 35\n", "x_d = np.linspace(p1[0], p2[0], divisions+1)\n", "y_d = np.linspace(p1[1], p2[1], divisions+1)\n", "z_d = np.linspace(p1[2], p2[2], divisions+1)\n", "for n in xrange(divisions-2):\n", " p = (x_d[n], y_d[n], z_d[n])\n", " q = (x_d[n+1], y_d[n+1], z_d[n+1])\n", " tax.line(p, q, marker=(3, 2, 180+63), **marker_style)\n", "\n", "# Text\n", "ax.text(0.36, 0.53, r'$\\mathcal{O}_{e\\tau}$', fontsize=fontsize,\n", " rotation=0, verticalalignment='center')\n", "ax.text(0.445, 0.54, r'$\\Lambda_d\\Longrightarrow$', fontsize=fontsize+5,\n", " rotation=80, verticalalignment='center')\n", "ax.text(0.68, 0.09, r'$\\mathcal{O}_{\\mu\\tau}$', fontsize=fontsize,\n", " rotation=0, verticalalignment='center')\n", "ax.text(0.7, 0.14, r'$\\Lambda_d\\Longrightarrow$', fontsize=fontsize+5,\n", " rotation=-23, verticalalignment='center')\n", "ax.text(0.34, 0.2, r'$68\\%$', fontsize=fontsize, rotation=5)\n", "ax.text(0.34, 0.1, r'$90\\%$', fontsize=fontsize, rotation=5)\n", "\n", "# Legend\n", "l_size = fontsize\n", "legend_elements = []\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='green', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (1:0:0\\right )$')\n", ")\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='red', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (0:1:0\\right )$')\n", ")\n", "legend = plt.legend(handles=legend_elements, loc=(0.65, 0.8),\n", " title='Source composition',\n", " fontsize=l_size,\n", " handler_map={Circle: HandlerCircle()})\n", "plt.setp(legend.get_title(), fontsize=l_size)\n", "legend.get_frame().set_linestyle('-')\n", "\n", "# Set ticks\n", "tax.ticks(axis='blr', multiple=scale/5., linewidth=1, offset=0.03,\n", " fontsize=fontsize, tick_formats='%.1f')\n", "\n", "tax._redraw_labels()\n", "\n", "# save\n", "fig.savefig('./plots/fr_recolour.png', bbox_inches='tight', dpi=150)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "import sys\n", "sys.path.extend(['.', '..'])" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "from utils import fr as fr_utils\n", "from utils import misc as misc_utils\n", "from utils.enums import MixingScenario" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[1, 0, 0] -> [0.55003613 0.18301213 0.26695174]\n", "[0, 1, 0] -> [0.18301213 0.43765598 0.37933189]\n", "[1, 2, 0] -> [0.30535346 0.3527747 0.34187184]\n" ] } ], "source": [ "s = [1, 0, 0]\n", "print s, '->', fr_utils.u_to_fr(s, np.array(fr_utils.NUFIT_U, dtype=np.complex128))\n", "s = [0, 1, 0]\n", "print s, '->', fr_utils.u_to_fr(s, np.array(fr_utils.NUFIT_U, dtype=np.complex128))\n", "s = [1, 2, 0]\n", "print s, '->', fr_utils.u_to_fr(s, np.array(fr_utils.NUFIT_U, dtype=np.complex128))" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "sc = np.linspace(-47, -42, 4000)\n", "\n", "s = [1, 0, 0]\n", "frs_100 = []\n", "for x in sc:\n", " u = fr_utils.params_to_BSMu(x, fix_mixing=MixingScenario.T23, dim=6, energy=1e6)\n", " frs_100.append(fr_utils.u_to_fr(s, np.array(u, dtype=np.complex128)))\n", "frs_100 = np.vstack(frs_100)\n", " \n", "s = [0, 1, 0]\n", "frs_010 = []\n", "for x in sc:\n", " u = fr_utils.params_to_BSMu(x, fix_mixing=MixingScenario.T13, dim=6, energy=1e6)\n", " frs_010.append(fr_utils.u_to_fr(s, np.array(u, dtype=np.complex128)))\n", "frs_010 = np.vstack(frs_010)\n", "\n", "s = [1, 2, 0]\n", "frs_120 = []\n", "for x in sc:\n", " u = fr_utils.params_to_BSMu(x, fix_mixing=MixingScenario.T12, dim=6, energy=1e6)\n", " frs_120.append(fr_utils.u_to_fr(s, np.array(u, dtype=np.complex128)))\n", "frs_120 = np.vstack(frs_120)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0.18301213 0.43765598 0.37933189]\n" ] } ], "source": [ "u = fr_utils.params_to_BSMu(-60, fix_mixing=MixingScenario.T13, dim=6, energy=1e6)\n", "print fr_utils.u_to_fr([0, 1, 0], np.array(u, dtype=np.complex128))" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Figure\n", "fig = plt.figure(figsize=(12, 12))\n", "ax = fig.add_subplot(111)\n", "ax.set_aspect('equal')\n", "\n", "# Boundary and Gridlines\n", "scale = 1\n", "fig, tax = ternary.figure(ax=ax, scale=scale)\n", "\n", "# Draw Boundary and Gridlines\n", "tax.boundary(linewidth=2.0)\n", "tax.gridlines(color='grey', multiple=scale/5., linewidth=1.0, alpha=0.4, ls='--')\n", "tax.gridlines(color='grey', multiple=scale/10., linewidth=0.5, alpha=0.4, ls=':')\n", "\n", "# Set Axis labels and Title\n", "fontsize = 23\n", "tax.left_axis_label(r\"$f_{\\tau}^{\\oplus}$\", fontsize=fontsize+8, offset=0.2, rotation=0)\n", "tax.right_axis_label(r\"$f_{\\mu}^{\\oplus}$\", fontsize=fontsize+8, offset=0.2, rotation=0)\n", "tax.bottom_axis_label(r\"$f_{e}^{\\oplus}$\", fontsize=fontsize+8, position=(0.55, -0.20/2, 0.5), rotation=0)\n", "\n", "# Remove default Matplotlib axis\n", "tax.get_axes().axis('off')\n", "tax.clear_matplotlib_ticks()\n", "\n", "# Plot\n", "tax.scatter(frs_010, marker='o', s=2, alpha=1, color='green')\n", "tax.scatter(frs_100, marker='o', s=2, alpha=1, color='blue')\n", "tax.scatter(frs_120, marker='o', s=2, alpha=1, color='red')\n", "\n", "# Legend\n", "l_size = fontsize\n", "legend_elements = []\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='red', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (1:2:0\\right )$')\n", ")\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='green', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (0:1:0\\right )$')\n", ")\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='blue', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (1:0:0\\right )$')\n", ")\n", "legend = plt.legend(handles=legend_elements, loc=(0.65, 0.8),\n", " title='Source composition',\n", " fontsize=l_size,\n", " handler_map={Circle: HandlerCircle()})\n", "plt.setp(legend.get_title(), fontsize=l_size)\n", "legend.get_frame().set_linestyle('-')\n", "\n", "# Set ticks\n", "tax.ticks(axis='blr', multiple=scale/5., linewidth=1, offset=0.03,\n", " fontsize=fontsize, tick_formats='%.1f')\n", "\n", "tax._redraw_labels()" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "scen = MixingScenario.T12\n", "\n", "s = [1, 0, 0]\n", "frs_100_T12 = []\n", "for x in sc:\n", " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=1e6)\n", " frs_100_T12.append(fr_utils.u_to_fr(s, np.array(u, dtype=np.complex128)))\n", "frs_100_T12 = np.vstack(frs_100_T12)\n", " \n", "s = [0, 1, 0]\n", "frs_010_T12 = []\n", "for x in sc:\n", " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=1e6)\n", " frs_010_T12.append(fr_utils.u_to_fr(s, np.array(u, dtype=np.complex128)))\n", "frs_010_T12 = np.vstack(frs_010_T12)\n", "\n", "s = [1, 2, 0]\n", "frs_120_T12 = []\n", "for x in sc:\n", " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=1e6)\n", " frs_120_T12.append(fr_utils.u_to_fr(s, np.array(u, dtype=np.complex128)))\n", "frs_120_T12 = np.vstack(frs_120_T12)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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dsq2Q905/nwr0UNqGiIxpZlZhZrOJys2dSdpm7j4AvIyoDN0HzOyS8Hq6FA4HcPd/Jspvbgc+YWZ3AY3AZzyHkToZvdz9RqKR0C1EKRwbzczNbGNyRZbgHqIR09SfjTVEI9ip+2eS6WerlWjkc3vo29XunhidXk/0SUvqCPlaot8HiIKw9cn9C+fqGKQyxNOybCPXe9BKFPw9fc5wbCvwek8acfVzEzev4UKtoW+peeirgNVJE/iy7V+mdJ3UEd18897THVfIe6cyeAWi4FlExjR3H3D3g0Ab8LqkbZ5UTeMfgFcRfaQ6Mbz2dACdSOVITA5094fd/S3u/g9EH7P+xMMQj4wP7r7F3Ve5+xJgClFAtozo43fg6XSIFVwYXCUHNMMtbdcOZKrQsJJolDXVncB94aP+ZURvAlI9SPRx/1CGaiPfe/Bgmm2J/VMl0jJStRNVwUlttzUcsyrH/m0hCrrXpuSf35mmn/k477gi3LvmPPslKRQ8i8iYZ2YNQA/wXDObmtju56ppbCTKJf174IawzZP2S4w6D4TzVSYF0idKdBkyAqQbKfaozNgG4MXA0qSFLhKjoZlq97YD1xagWztTNyQFdxcEm+6+LgRfiX2uMbMVyQ+iYOuC8+bRRr73IFMAOmifctBKdP1Z9y8E3cuJ3nDsDIuarC9Qf9Ip9L2TAlHwLCJjnrufAX4KvJGU0bSkIPjtRGkdb00NkMxsspm9y8xeEvbtTwTSMu7cnumFkE6wnShnOFvZpm0U033uvinlkVj8pRTS3YMLRozLKHlxpC3ufjXRBMA1RAH4Uzmk3zytQNVTRvq9G5MUPIvIuODuXwEeB+5I/k/Lw2Io4dubgD8H5sB5qwzWEgVNLzItwT3eDZU3+iDnRv4SI7KZgqQWLky5yDRqmFNwlpTnO1iA9mAW+wy3jXzuQSkk2s26f2a2MhEku3uru29w90Tu+00Zjh/MUD9LI/XejXv6T0BExpP/RjTyvMrMJiU2untfKEf3C+A+4FNh+0DYfgS4wd1v04jzuJeclpHO0znEIbjcQprFMUIQ1kI0YS/V1Az75moDUem6C5jZypBWkbZ/YZ8VBWgj33tQKFNTN4SJgi1EEyVz7V+6IHk92b25aU/Zb9BjRsC9kwwUPIvIuOHuO4E4cCvwp4lR5KTKGwBfAQ6nbnf3J8rQZRl5OoAb0wWWodbxppTqDquAFWk+or8HWJWmEsS9XBgo30Q0wrgkTX8GmwS2BmhJ7Wv4PjFJ8MbQv6Vp9slmVDObNnK9B5Am6CUKNtMFnM1kvg/pFpdJbTeX/q1Jk6KxnPMn9WUKijczeI57uuOKfe8kD6YJ4iIy3pjZd4CLgZsTJZ1C5Y2+sIDBR9z9FXme24A/dvcfF67HMlKE0dQNIThczrnFMpoJi3ikOSaxCMmxsP+SsG/a4DQE4Yl9IQpC1xNGtd19ecriKYkRyrXpgqmk8yVeO698W0r/WsO1bMkQmGW6L7m0kfYepFxTB1Eu9qp01xq2Lw3nTGzf5O5rks63mShg3c75i6Sct6hKDv1LvKFYRjSK3BzOu93dt6Tp/4bk/oRzrCea9NgRrqN1qOOKce+QYVHwLCLjTshx/gWwG/iSuz+Q9NofAQvd/X/nee464A/Am939RwXorojkIRE8l3Dio4wTStsQkXEnlKhLLGn8STN7tZnNDLmsLcB3h3HubuB9wOeSJiKKiMgYoeBZRMYld/8t8F7gs8D1RMtr73X3b7t77zBP/z+JPmJ9yzDPIyL506IgUhRK2xARISpLV8hKGmb2LOCHwOXunmmRAxEpsEz5v+XtlYwlCp5FZFxLLL1dpHN/Behx91uKcX4RESk9Bc8iIkViZtOJJg++0N3/UO7+iIjI8CnnWUSkSNz9KPAxosmDVu7+iIjI8Cl4FhEpri8D84FXlrsjIiIyfErbEBEpMjN7KfAF4Ep37yl3f0REJH8aeRYRKTJ3/z7wOPDOcvdFRESGRyPPIiIlYGaXEK1qeKW7Hy53fwDCojDr3X1Jnsev5txyzC1EyyNnvaSziMhopOBZRKREzOxTQJO7v7nM/Vgfnu4E1rp7zpMZw9LHa9x9e9K2bcCNCqBFZCxT8CwiUiJmNpkofeMV7r5tBPRnKbAt1+DZzFYAq9x9eTbbRUTGEuU8i4iUiLufAD4I3D3KS9etAran2b4dWGZmTSXuj4hIySh4FhEprX8GGoDbzKy+3J3J0zVEKR/nSUrXuKa03RERKR0FzyIiJeTu/cA24BPAz0bpCHQT0D7I6y2l6oiISKkpeBYRKSEzs8bGxhsuvfRSgD8CBszMh/soYf+zSclQ2oaIjFlV5e6AiMg488aWlpbLjh07dva6666rffjhhzd2dnbeVO5O5aB5iNc7gKml6IgUTpjMeinRpwYNQB9wEHgSeMqLUF3AzFpUmSUz3Z+RS8GziEiJmFnD1KlTP11ZWcmBAwc+ZGYfXbhw4Y1mdoO7/7zc/cvSYOkaEI06HytFR2T4zOxK4NVVcP1kmNgI9dVQNQDeBV0n4cwZeMrM/hP4bqFWyAyVWRQYDq7JzFa4+6Zyd0TOp+BZRKR0Vrv7rB07dvzG3T998ODBSVOnTv2gmd1tZs9x94Fyd3Ao7t6RRZp2Ryn6IvkzswnA39fBqxbAnBnQfBl0LoEzU6C3Byp2Q9NjMH8/tByAK47AS8zsbnd/dJhtLwVaMgWFw128J8e+tBBVj4Fo1L2JlPrlRWp3yAWG3H27mS0zs6XF7o/kRsGziEgJmNnCWbNmrTl+/Dhnz5692d0HzOyuo0eP/t38+fOv3rt375uIKnGMBq0MPilQI4ojmJlNAj46G57TAvNfC0f+Eh6ZBb2p+/YDm6Hpv8O8P8DUHTDXzNa6+8+G0YW16WqBpyzeU/RJpyFwXuHua5K2LQO2mdkqd99QpHbTLjBkZhcsMOTu68L+qp0+gmjCoIhICdTV1X1m3rx5tRUVFRsTKRrufsbdVzc0NDBr1qx1IagZDbaTJq85BCO4+5aS90iyYmZVwB0L4YbrYM4GeOzdsD9d4AxQCbwUOr4Bv3899FwFz6iG283sWXm2vxLYmO41d1/l7quAUv38rHD3dSl92AKsA9YXo155SFchzUjyncD6C48AYGO4bzJCKHgWESkyM/vjefPmvfbIkSPdXV1d70l5+VsHDhz41ezZs6dVV1d/qCwdzN29wLI025dRusBH8vP66XDts2DGl+HRK6Arm4PqwD8Ae26CE5fDxcCtedYpXwXcl8dxxbAqQ1B6b/ia7md82G2S+wJD9wFr0myXMlHwLCJSRGZWWVNTc/fEiRPZv3//Onffm/y6u/uJEyduPn36NI2Nje80s4tK2L2hKmdgZheMeoVc1fbwEXeyVZzLH5URxsxmVMEbW2DRGtg5O8NocyYVwLth71VQOQcuA27Msf0moN3dR0pOfAeQLq860b8hfz/ykPMCQ+F+tYZccRkBFDyLiBTX31VWVj774Ycf3tvf37823Q7u/usdO3Z8vbe3twb4VLE7ZGZrzWwj4eNzM9uZLkgOlpImwAg5q8vNbGV4rAUuyNmUEeWls2HG8+HU9XA6nxNUA7fA7jkwh2gCYU0Oh98EbM6n3WyFn+W0v2ep3P3q5HznJIl86wcL3Sb5LzC0meKMhEseNGFQRKRIzGzy9OnT106aNImdO3e+z907B9n9/VVVVTdedtllf2Fmy929aEFGhoAh074ZKx7kch4ZEV44A6avgF3DOcnVcOYi6G+Fue3RQj+/zPLQ5WTO6y2U7aQZ2c3RKmB7DhUusmpzmAsMbUef6owYGnkWESmS6urq2OLFi5sPHz78XwyR5+nuB0+dOvWxxsZGmpqavhgmdokUhJlNroLZk6D22jxHnRMqgKVwYhI0EuU/Z6uFIldicfcbh1MlI6RGLAPeUoQ2h7PA0FAVbqSEFDyLiBSBmV2yYMGCdx49etRPnz799mxWaOvv7/9sa2vr7paWlksqKireWop+yrgxvxEmzIOuygKc7GLorIcJwPwcDhsqZWEk2EiUflSMusrDWWCoHS17P2IoeBYRKY5Pnz17tvLAgQP/ku1/xO5+tr29/daDBw9SU1MTNzMtcy2FUlMJFROi0s3DVg/9FVEMkUvOc/MImix4gTAPYE2xSi1mee1p9wnHauR5hFDwLCJSYGb20ilTprzy4MGDp86ePXtbjof/x6FDh+6vra2dUlNT89GidFDGo+4+6D8TlW4etpNQ1Q8DQHcuxxWjdnIhhAl/95ZgKey8FhgK923EvvEYbxQ8i4gUkJlVT5ky5QsLFizA3T/q7odzOd4jt06dOnVg1qxZK83sGcXqq4wre05D1z6YkFN9ugx2QEMndAK7czisneKUfxuWUGXm16mBc5FKww1ngSFVshkhFDyLiBRQRUXF2xcsWHDR/v37dw0MDNydzznc/Xf79u3bMHPmzMqGhoYvmpkVup8yvrj76X7YexK6fgqTh3OuAWAbTD4Bp4Ancji0lRGWtxtqlbdnCJyLEejnu8BQCyM/X3zcUPAsIlIgZjatubk5PjAwQFtb2zvcvSffc/X09Hxw//79J+fNm/dC4FUF7KaMXz86Ake/DTOGc5Ifw6Rd4B2wB/hNDodmWzEi76B1kHrl6fZdSrTQS4eZLQuPFWEJ7dvJcqQ3lzaHscBQ0SuVSPZUCklEpHA+cvbs2UmPPfbYFuC7wzmRux+rrKz80JkzZ+4GPm1m33f3s4XppoxTPzwIb/gVzP4+NL00jxzaLrAvwsJ9sA/4rrvnMgFxM1Gt57R5xSHvuIUwMmtmO4nSHDbnUH5uKdkHmfcTjYSnDXzdPdsVFHNpE3dfHhYqSryRWMLQCwxdS1jUSMrPsqieJCIiQzCzZy5cuPCh48eP+8mTJ5/p7n8owDmrKyoqfnPppZdesWPHjtv6+vqyXcVMJC0ze1UTvOs5cNHn4bFLc5jwNwDcDi3fAXsUHgBucfecUqjNbOdgC+9Iema2zd2vLnc/JKK0DRGRYTIza2ho+OKMGTMquru7/6kQgTOAu/cODAzc2t/fz7x58z5sZrMKcV4Z177TAT9+BPbeApf9GCZlc9AxqHw3XPR9qHkc/gB8OtfAOdhepIl4Y1a4X1ktFS6loeBZRGT4XrN48eIX7N69u6Onp+dDhTyxu2/eu3fv92bMmFFfW1urkWcZlrBYz10H4f4HofV9sPh2WPxItODJBU5A5b/AjP8GV30Xen4Hvx2AuLvnuwT2GrTMdK5WAfrdH0GUtiEiMgxmVldTU/PoggULFrW2tr69v7//y0Vo46I5c+Y82tnZWdXR0XGtu2sUSoYlLP/+uir4q3kwdzpMnwveAmeaoLcHKvbChKdgQhuc2A+HTkSjn59z9wPDbDtRU7kYq/iNKWHU+fXuvqbcfZFzFDyLiAxDVVXV+2tqaj7e09Pz+/7+/me7e18x2jGzdXV1de8bGBjY2tPTc0M2y32LDMXM5gKvAF7cAM0ToaEaqgZgoBO6T0FnX1RR43vAL9x9oEDtrnd3jUAPQfdpZFLwLCKSJzObM2vWrCebmpomPPbYY8vc/f6itBO3s3RTM+1fpzFz0kx+f8nvz/j/9MZitCXjUxiJnk9U7aIR6AP2Azvd/VQR2msCbsqhisa4E0rmbRnJS5qPVypVJyKSp9ra2nULFy6c8Mgjj3ynWIFzUEMdtP1RG/P3zqd5W3ODmTW4+5kitinjSPjE5KnwKEV7HYAC50GUYKlwyZMmDIqI5MHMrlu4cOFfHTp0qLezs/PWkjT6bHjixBMsmbmEihdWFHw0UEREhqbgWUQkR2ZWAdzd3t7O/v37PzPE4gaFUwGn/+Q0TzzxBNW/rja7xXaVpF0REXmagmcRkRyZ2V8uWrTouvb29kN9fX0fL2njC6BjXgczps6g5oGahSVtW0REFDyLiOTCzBpnzpz5qYaGBtz9tmJMphrCfpZBn/fR0tOC/Z0p71lEpIQUPIuI5KCqqur9s2fPnrl///6H3P1/lLp9j/k8mhg4fPFhJkyYwMSfTqy3D9tdpe6HiMh4peBZRCRLZra4vr7+3WfOnKGjo+Pthap5O2ibcUtXN/r5A88bYN/xfUztnwq/4X3F7oeIiEQUPIsD+77kAAAgAElEQVSIZO+TAwMDtTt27Pimu28tUZuVSc/7ATzmW6lh59FrjtLW1gb3U2Fr7Jcl6o+IyLim4FlEJAtm9ieXXnrp6+rq6rqA28rRB495VdLzi7gSuqZ1cfXlV1P5s8rnlKNPIiLjjYJnEZEhmFnl5MmTvzRp0iQ6Ojrucvf9JWk3bvsG34G7+v+snxMnTjD/4HzsZjtUin6JiIxnCp5FRIZgZm9esmTJFa2trfv7+vo+WcKm5w72osf8duawf9fkXcycMZO6B+pmWtzeUqrOiYiMRwqeRUQGYWZTampqPn7gwAGOHTt2q7t3lakrj6Tb6DGf1/eiPh5vfZy6/XXwBP9U6o7J2GCRaWa2yMzmmVlNkdtrKeb5Rzvdn5GrauhdRETGr+rq6jsaGhqmHj58+MfAt0vVrsWtPfl7j/kzM+7cyH92PLvjZfU/r6fhpw0V9iH7T/+ov6zonZRRz8wqgWuBPwMuo5JmKqnCcXrpNLPdwC+AH7p7+6Any63dFUBpVuYcvZrMbIW7byp3R+R8Cp5FRDIws8sWLFjw9urqam9vb7/V3b2EzU9Jet4/2I4e85fbh6yv9snayvkT5/PIg4+8tMh9kzHAzK4A3kkdl9LIDGqZRB1GLX0MYJyhhl6u5AzP4TR/aWb3Afe6e+8w210KtKQLCs1sNeeC6hZgk7sXPcg2s2XAendfUuy2QntDXqe7bzezZWa21N23l6Jfkh0FzyIiGdTX139+5syZlb/97W+/5u6/KVW7Frd/Sdn01iEPquKtx597fMPcR+Yy/XfTsffZ7/2TfmVxeiijmZkZcBOVvImptNDMBC7hMEvYxyR6sLBjDxXsZyKPMZ19zOU4U+jkWjOLD3MUeq27L0/Tr83AmuRA0cy2mdmNxQqgzWx9eLqTKIgtulyu093Xhf0vuF9SPlbagRQRkdHBzF6+ZMmS7/b09Jzau3fvEnc/WrK243beH2aPuWXa97zj7rBf1N1X97yrGq/iQX8Qf6Wv9JjfU5xeymhlZm+ghjcznUu5kqM8hwNUMXgwsJdGfk4LhznGcX5FFPydyKPtlQDuviFl+wpgVWpQnWl7oYXR8G3u2f2uDaOdnK8z0z2T8tGEQRGRFGGi1GePHDnC/v377yhx4JxaLWNntsf6HX5994u6+f3vf0/Vw1VwiC8XuHsyypnZs6ji75jBpfwxe7ie/UMGzgDzOc2r+ANzmMJkrgbeEUawc7UKuC/D9nSpCduBZWbWlEdbI1E+13kfsKaovZKcKHgWEUlRUVHxjiuvvPKSrq6uHQMDA18scfPnVcvwmF+U09Ez+EbnVZ20LG5hwo8mVNkddmdBeyejVnhT+E6aWcRVHOFScku9qKePl7CDZmZTw58AN+TYfhPQ7u4daV6+hjRvFJPSGK7Jqa8jV87XGe5XaxgdlxFAwbOISBIzmzF37tzYwMAAfX1973L3nhJ3Ifnvcs6LsXjM38QL6Ws/087FdRfDo6wuYN9kdHsB9VzMdGq4hoN5nWESPTyL/TQxH1iR4+jzTcDmDK81waDBfFb5yGa208zW5tCnYcuxzXyvczOwLKeOSdEoeBYRSVJbW/uJWbNmTdy9e/dmd/9eKdu2uB1J/t5jPi+vE9XztrZntgEw9ddTK+wD9v3h907GgJfQyAwu5xCVWaRqZHIlR5lIA9VcAeRSnWI5aVIWskzJyDZtYzs5pDoVSFZtDvM6txOVFJQRQMGziEhgZs+uq6v7+3379vV1dna+swxdmJ70PO88a4/5PX61b911ahc13TXwS15icXteAfono1RI2biEWiZxcY7pGqmqcebQwQQmA7lUdGkhfW3n5iGO6wCmZtOAu99Y6ol1ObQ5nOtspUTVQGRoCp5FRIjKd9XW1n7h7NmzdvDgwS+4+2MlbT9u+5K/95jPGM75/CN+/ckXnKS9vZ3a/6qFE3xneD2UUW4BNTQykR5qGRj22aZxmmoayG3kOVPKwlDBfBNwLId2RqrhXGc72Y++S5EpeBYRiaxoaWl5flNT03HgI6VsOIwKz03alHOuc1otfGPgogGeecUzqf5x9dQ0lTxk/JhEJdVMoDA5/A30UkkV0JjDUc3pJgtmmECYKpt9RrThXGc4ViPPI4SCZxEZ98xsQnNz8+cmTJjA4cOHb8vyP7lC2pL8Td65zik85m/qfXHvQFt7GwtOLIC9fKkQ55VRaQBwBihMHeNz58kpd3qQvN+h0hLGylLeeV1nuG+j/g3EWKHgWUTGvYqKivcuWbJkzs6dO3/v7l8rZdth1Lk+aVNhJzs1s273nN1MnTqV+gfqqy2m0nXj1GF6OcspJgxjquA5HdTRRzdwOIej2smc97udNPm+ZtYC4O5bLjhidBrOdY6VNxCjnoJnERnXzGxeZWXlbTt27ODEiRM3u3t/ibuQOuqcW13nIXjMbx+4YeDYwzsfpvJIJTzCGk0eHJcO0cdxunCOUzvssx1hImc5AzyZw1GtZM7bvZf0pdiWkfI7Msrle50tDJ0zLSWi4FlExrW6urpPzp07t/7EiROb3P2BUrYdcpCTR50fKUpDdfx59wu6qampofnBZuMsm4rSjoxY7u7Ar+jiGI+eV9Uldx3UcIhGOmkj/Wp5mWRMWXD3TUC7maUGlqvCIytmtjGxnHWOhqqEUZA2h3GdmSqVSBkoeBaRccvMrl+4cOEbent7e4D3laEL5y2f7TF/ZjEa8Zhv5Zl8o7upm8UzFlPx84o5Gn0el77LSY7wBNM5QU3eZ3mQuZzhCM7PcpwfsJmo1nNa7r4cWG5mK8NjLXBj0up72VhKDhVAzGytmW0ENobvd+YRgOfUZp7XeW2ij1J+Fr0ZFREZX8ysoqmpadvFF1/87IceeugTvb29Hyhp+3G7E7gtadN/esxfXtQ232z9l/z0koqzvWfZ/crdh/zzPruY7cnIElYDfD9NvIYWJvMKHs95sZQdTOEB5nOQ7Tg3u3tOlWHMbKe751LeTgAz2+buV5e7HxJR8Cwi45KZvWnevHlfb2hoaJs3b94zXvCCF/QAE8LLHUAN51IqThJ9Upcoy3UqfJ0Yvp4mqmYwKXzfCfRwLr+zC+gGpoTvuz/Gx9rqqDPD6KNvYA1rGsPxleHYM+H8VUBfaLMh9Ks/9KkeqA1tnwj9rwttHA/Pn76mz/CZj9VtrnvXjBMz+N3A7+AmVnrM78n55smoZWZTgC8yg6tpwXkxO6nOMoB+giZ+ymIO8zhn+by7/0ce7W8E7nT3XNI9xjUzWwqscves01ekuBQ8i8i4Y2YTzWxHfX39rIqKin94z3ve8++xWKyzZO1fOOr8DY/5m4rdbjwet3Un13UNbBio7evuo++v+nr86z78yWMyqpjZJRgfZSrPYDoNPI9dzOdUxiJ2nVTxS+bxBJM5xpOc5V5gg+cRQISqEmsUCGbPzNYDa3NMX5EiUs6ziIw7VVVVH7z66qtn9fb2/urUqVNfByaXuAtrkp73lyJwDmZ1Tup8R/e13Vx55ZVM/MnEGvuw3VWitmWEcPcdOGto4wH2sI/vs5hvcyW/ZA6tTOYQ9eyjkYeZzg9p4d95Jr/DOcRvOMuXyTNwDm23Ah1hNFWGEO5ThwLnkUUjzyIyrpjZkgULFjxaV1dXvWPHjuvc/VcA8Xh8TiwWO1D09uP2PeBlSZvu8pjfXux24/H4JGAgFoudtg/Y/infnDJn8bTFbJ+z3bmGGzzmW4vdBxlZzKwaWAG8kgnMo45J1NBABVU4Th9d9HCG07QxwK+Ar7v77gK1vV6jz0PTfRqZNPIsIuPKhAkTPjd79uzq3bt3fzMROAen4/F4LksN5ys5cD5VisA5aIzFYqcBqGHF8euOe09PDzMenmF0qXTdeOTuve7+LeBv6eIDHOdLHGYTB/m/HOI/aONfOMldDPAP7h4vVOAcrMmzpNy4YWYrOP9TKhkhNPIsIuOGmb148uTJW4DOEydOXOzu5400x+Px2bFY7GDR2o/bL4DkEnHXl2LEN92out1hd9b9W91tEzsmcnTJUXipJg+KiGRDI88iMi6YWdWkSZO+MDAwwIkTJz6WGjgDxGKxg/F4fHgLSGRqP1oQJTlw3lqiwLmRqHrIefwOv737T7t72tvbmfHUDDjK3cXui4jIWKDgWUTGhYqKilWLFi26vLa2di/w2UF27YrH4/kvIJHZF5OeD3jMry9CG+lUAmfTvjKbm22psWD+Aup+VDchVAEREZFBKHgWkTHPzJqnTZv28f7+ftra2m5x9+5Bdu8lqq1cuPajoDQ5IP9mIc+fSTweryKaJNif7nWP+T19f9y360DbARb0L4AdrC5Fv0RERjMFzyIyHtwxb968ybt27foJ8L8H2zEWi53l3GIohZIclJayNF1zLBY7NegeE/nLg5ce9MbGRiY8MKHCPmj/o0R9ExEZlRQ8i8iYZmZXVFVVve2xxx4bOHPmzM3Z1KeNxWJH4vH4nIK0H7d/4fy/tZ8sxHmHEo/HJxKtbDgoj/lWv9o/+dCeh6g8WQkP8tcWt+cNdZyIyHil4FlExiwzs4aGhi9ecskllZ2dnevd/ZEcDj8Tj8cbCtCNv0l6frSEpekmDjnqHPjHfY3/mfc2NTUx6w+z4BTfLnbnRERGKwXPIjKWvbKlpeVFx44dOwl8OJcDY7HYCYa58mBYECXZXwznfNnKa8GXS3h728Q2Fs5ZSNVPqmaH6iAiIpJCwbOIjElmVjtt2rTPV1ZWcvTo0Q+7e1uu54jFYgfi8fjsvNqPUh+SF0T5zxKWpstqxDmZx/ye7hd1H9l/cD8tJ1rgIJ8vQvdEREY9Bc8iMla9s7KyctGuXbueGBgY+PIwznMqHo/X5XHc/0l6PuAxf/kw+pCLOuB0XkfO4NUH5x7k7Nmz2A+szmIafRYRSaXgWUTGHDOb2dDQ8KH29nY6Ojre4e69wzhdN1CdU/tRabppSZtKVZquATgVi8XyWjrWY761/wX9u/a376ehrQEe5Z80eVBE5HwKnkUkJxb5ezP7nJn9yMzuMLP6cvcrWW1t7V1XXHHFxOrq6v909x8M51yxWKwPqIjH45U5HJZcmq6nFKXp4vF4BVAdSu3lr56/7Hthny9ZsoQpv5xSQQ//WpgeioiMDQqeRSRrZjYR+AAwFbgPaAPeA/zEzK4qZ98SzOzqOXPmvKm9vb2vs7Pz1gKd9iTRNQ/d/oWl6W4uUB+GUgekXQwlFx7zrfwR65469RRLZiyhYmvFIo0+j21mVm1m15vZm83s4+GN8afN7D1m9hdmNqNI7bYU47xjhe7PyGVZlDwVEcHMJgBrgG+5++NJ258HfAfYDPzNMFMkhsXMrL6+/hfPeMYznvvQQw99pqen5z2FOnc8Hp8CdMdisUFrJ1vckv+o7veYzytUHwaTV4WNQdibrOvyX19ed/zUcQ6tOLTbP+uLCnVuGRnMrBp4HfBKaJ4HUyZDfT1UVYMPQHc3nDoNR45B7y+Br7v7ngK1vQJodffthTjfWGRmS4EWd99U7r7I+TTyLCLZWgL8IRE4m1klgLtvBWLAa4G8KlMU0OsrKiqe+/DDDx/t7e39SCFPHIvFjgNTBtsnTWm6GwvZh0wKHTgD0MI7n6h6gs6TnXA/C1W6bmwxs0XAZ2H62+Hq58PyhfDOAfjUYfjqLvjKXvjAaXjDJLju2XDx66DqC2b2WjOzYbadCArTBs5mtszMdg6njRz7s9rMVoTH6lKM+GbTZrg/LeF+yQhSVe4OiMio4cC2lO8T7gcOAtcDBRmZypWZ1U+dOvXTVVVVHD58+P3ufqIIzRyMx+OzY7HYwQvaj4LL5NJ03yhRaboG4Eyhz+sxv8eO2QfPfu3sgkWnFrFrz67PA/cUuh0pPTO7GCo+BpdcCZdNhHc/BTecunA87bmn4a+PwtEq+Pw8+MEfweONcHKqmX01m9U6M1jr7svT9Gt9eLoTKEnKgpltBtYkB/Jmts3MbnT31nK36e7rwv4X3C8pH408i0i2GoFPmdktZtbg7gNJrx0CJgDFCFizUllZuWbx4sVzurq6HgH+uRhthCoWXfF4fEKal7+Q9LwkkwSDiWFBl8Kbyht6r+mlubmZxp801lnM7ixKO1IyZtYEFoPLnwV/Vgn/+jt4QZrAOdn0PvjoLojtgasuhUlvAF6ZZ/srgY3pXnP3Ve6+CtiSz7nz6MuK0G7qCPidwPoLjyhbmxvDfZMRQsGziGTF3X8J9AJ/B8xPbDezKnfvAH5NNGJUcma2YO7cuas7Ojo4efLk29192BPnBnGS6I3CufajSYK1SZtKMkkwHo83A0eKdX6P+daB6wY+vbttN4vqFsHDrNHkwdErpFu8FRZcBs+rhE/uhPqBIQ982iuOw+rdcMlFUPn3ZjYnj26sIppsPBKsAtKljmwHlkVvNEZEm/cRzTeREULBs4gMKZHfDPwN8Ofu/ljiNXfvC0+nAQNJx0wvXQ9ZO2HChLp9+/Z9291/WsyGYrHYANHocx08vZLg3yTtst9jXvT0hng8XgX0hf4Uja/z9x5beuxsT08PdT+tM7pVum4UuwQm/AksngUfbIWaPNIuXtUOf3oaFi0C/jKXI0Ng2B7ebI8E15DmDX9S6sQ1I6HNcL9alfs8cih4FpEhuXu/mZm7d7v7XjN7+m9HKHM1CdgH7E86bEaJJt48v6qq6g27d+/u7u7ufnex2wu6gfp4PG5A8kx4p0STBIkWbukbcq9CuIp3Ptn1JNZp2M9ssSYPjlovh7kz4WVHYWFP/qd52z6YPgMqX2Bmk3M48CaiqjxFY2Y7zWxtlrs3Ae2DvJ7V368StbkZWJZlG1JkCp5Fxrmw6Elt8vfp9kueHJSc7xxK09UCjwBnk46fClxclE4HZlYxadKkL1111VV0d3evK1QZraGE3Gdfy9p/BJI/ul5bikmCweRYLNZZiob8I75hYNnA/tmzZzN3z1w4xt2laFcKJ/xePgeap8Jrjw7vbAt74NmnYdo0IJfR0OWkT1kopO1kkT6WZUpGtmkbpWhzO3Btlv2RIlPwLDJOmVmlmd1ElIO3OUwEXOLunkcpqlnAcXcfCMdXA88Hvlzoficzs79taWl55t69ew8B64rZVqpYLHa8iqrPJm3q9pjfXoq24/H4bOBwKdp62kJu3Nu0l7mz51L7/2onhCXIZfSYCXXNMMWgZXirUAJw5SlobAAuyuGgFqAoFSwS3P1Gd9+Qxa7NQ7zeQZYLI5WozVZKVIFEhqbgWWQcMrMFwEuB7e7+T8AHgcXAj8xsfmKUOYcgehbwVDhmNvDxcM6vFrrvCWY2afr06esGBgZoa2t7t7sXvFzboO3H7S2nOV3bSGNi0ztL0W6o9NEdRr9LxmO+tfe63i/uObCHi/wiaOV9pWxfhm0m1NfC3K7C/Ne/uBvq6qLzZm2olIVSGqofTcCxEdRmO9mPhEuRKXgWGZ9eCfzS3Z8EcPefAO8mylv+X4mJKUPVcU0Krk8BHWb2TOCbwJuAZ7h7MUcnP9jX1zf1ySef/C/g34vYTiZfcJx++qmksiSTBIMpYcGWkvMv+zsOXXyot62tDfuBVdqH7K5y9EPyUglmUFWgN11VDga5xRHNI2WyYJb9KGhfh9NmOFYjzyOEgmeRccTMKsLI8E2EhTXCNgt5zC8DLgE+YGaXhNczjj4nBdeNwN8CPwAeB+YUa4GB0KeLZ86ceeupU6e8s7Pz5mEs1pBf+0ml6bro4iIuKkkN1ng8PoNoMZqy8Wv8lsNnDzOnag623VardN2ocQp6eqG9pjCnO1oNvX3A6VyOKlL5t3wNlQpRjL9hebUZ7tuIeOMhCp5FxpWQk3wQaANel7TNQ73mk8A/AK8CVpnZxNQc6AzB9MuBvwJe7e5vK3KdZerr6z83f/786oqKiv/h7tuGPqJwQqWJ5NJ033gjb/xhPB6fVMx24/F4NdBV6nSNVL7Wv8Jyzk6cOJGZv59pnOHfytkfydpuOH0GDtTC6QL83/9oI5w5Q2613dsZOu+3lLaTJsc4USXI3YuxWMtw2ixqvrhkT8GzyDhjZg1AD/BcM3v6j3iiXrO7bwQ2AH8P3BC2JVfaSBe8/V9gSlhIpajM7M/mzp378sOHD3eePXu2HAsHfC7pebfH/E2xWKwPqIjH48X8m1pN9O9Wfpfzjt0Du5k3fR6VP6tcpNHnkc/de8B3wMkT8L1hBrBdBr9ugvYTwB9yOLCVkZW3ey/py78to3irHObbZgsjJ1983FPwLDLOhIl1PwXeCFyd/FqifrO7v50oreOtqR+zmtlkM3uXmb0k6Zw/cveuYvfdzKpra2vvbmxs5MCBAx9x90PFbvO89qMKE/VJm5InCQ4AVcVoN9STnhCLxQpQJWH4PO73dP1J174TJ07Q/GQzHOLecvdJsvJ9OHQE/uesaLHQfG2aBofOQOejwJM5HJhtxYi8g3szy3opa3ffBLSbWWowuyo8RlKbRa9UItlT8CwyDrn7V4hyk+9IXsjE3QfMLBEA3gT8OaGOcdLCKLXA7cCLkhdLKZF/rKqquuzhhx/e2d/f/7mhdy+cMLqaPNLdmjxJMBaLnSTL0lZ5mMlIG3Waw01PTn6S7u5u+CHz7Q6VrhsFfgptT8IfemH97PxOsa8Gvj4Pdu0FNuU432AzUa3ntMxsrZltBDaG73fmEpgGS4El2e7s7suB5Wa2MjzWAjfmOGejFG1eS7gvUn5W4nk2IjJCmNkSoo9cPwd8POQ7J16rCIH0vwOT3P3lKdsvdvcnStzfqTNnzmydMGHCpF27dv2Fu/+fkrYft52cGzVz4IbUBVFC2saMWCxWsBHxsAx4fSwWG1nBM2C32Oca/7Xxlvkz5vPosx7t9295UUbepXDM7NlQtxaedQW8f0+03Ha2jlXC2y+D/zoGu/+D6O9GTkGEme1096wDTYmY2TZ3v3roPaUUNPIsMk65+04gDtwK/GliFDmp8gbAVwiLcSRvzyVwzmPBlbRqamo+tmjRokltbW0PAN8pxDmzFSYJJn/cnHYlwVgsNgD0xePxAlU0AKB5JAbOAH6333rmmjM9EyZMYPLWyZX2fivpQjWSO3f/DXR/A/7wOHxiAXx2LvRk8Tv6y0Z485Xw4AnYvR34Qp5VbrYnSmFKdsL9erDc/ZBzFDyLjGPu/gngh8BdwJ+GbZ6UunEamJHYnuv5Q+D8IzO7bDj9NLOrFixYsPLgwYP9p0+ffkepS9Nx/iTBzsFWEozFYm3AtEI0Go/HZwElzevOlS/1W5489iQXT78Ye9Deq8mDo8K/wamvwm9+B1+rh9dfBV+dGaVkDCTt1lkBD0yCWy+CWy6Cn++BnT8Dbnf3E3m2vYYc8okFiO7X2nJ3Qs7RR2wi8hrgF0Sl6frc/YFE5Q2i/0nzXvwjBOLfAT5DVM4uZxb5XE9PT8XBgwe/7O6/y7c/ebUfjTonTxK8NYvDDsfj8WkhkM5LPB6vJVpJcGDIncvIP+H/ZHvsc/t/tL+27ok667qq678Dl5e7X5JZePP572b2CPz+Fth/MTw+A746JyqG0dQLPRVwpAbOdEJbGxx8Avo3Av/u7nnPNnT3VjPrMLOl7r69YBc1RoVR545i1s2X3CnnWUQws2cBNwPPJlpaeytwFTAZ+D/D+c/SzGqAR4B3ufv38jj+1ZMmTfpfZ86cae/v77/Y3UuWwhBGUX8KVIZNrR7LLl8zHo9PBk7lG/yGutGdoQzeiGZxe4v9m21oPNhI1yVd9P1538oSrrgow2BmlcBzgD8DLofaJqipggGHzi7w3URvrn9QyN89M1vv7hqBHoLu08ikkWcRwd1/a2bvBV4BXB8eXyvEIgHu3mNm7wI+a2Zbonqz2TGz2ubm5rvnz5/Pww8//OFSBs7BNzkXODvw1zkc2wvUAN25NhpypgdGQ+AM4DG/xw7b+6b+YOrFHINd+3d9nmF8YiGlExY02gpsjdKszk6Hsw1AH3DE3YtVHnGNma109w1FOv+oZ2YrOL/Cj4wQynkWEQDc/YS7/5u7rwZuc/fHC3ju7xGtRHZzLsdVVla+a+HChQv27NnzuLuvL1R/spHtJMFMYrFYJ9AYajTnahLQmcdx5TOTN+2dtZfp06dT///q6yxmbyl3lyQ3Hjni7k+5+94iBs64e4cC58G5+yZ315LcI5CCZxF5WqIyRlK1jUJ6N3C7mc3Isi+zp06d+qGenh6OHz9+c1IedqlkPUlwEMcJEy6zFUadfaTnOqfymG/tf27/Z3cf3s2imkXwe76iyYMiMhYpeBaRpxWzioW7P0aUBvHRLA/5RFdXV/2OHTu+U4j0kVykWUkwm0mCF4jFYv3AQDwer87hsGmxWOxYPu2Vm3/a333kmUfO7t+/H9tslZxV6oaIjD0KnkWklD4CvDpaqCEzM7t28eLFf9vf39/T29v77hL1Ldn7kp7fNZzJb7FY7CgwPZt9R0NpuiE9m3eenHCSS+dcSsV/VVwR0l9ERMYMBc8iUjLufhz4MHB3psVTzMwmTZr0pWnTptHb23u3uz9Zyj6GUefEJMH+PNM1Uh2Jx+ODpm+EdI2+0Zaukco/6ht8mT/V19fH/N3zjQ4+U+4+iYgUkoJnESm1rxIVk31dhtffuGDBgmt37drV1tvbm22KR0GEUdLbkjZ9shDnDVUz+uLx+GAVjiYBozJd4wIX8Vd7Gvb49Obp1Py/mkaNPovIWKJSdSJSUu7eb2a3AF83s++6e1fiNTNrqKurW9fd3U1bW9tqdz9V4u4VYpJgJqeAOqJVG88Tj8friWpCj4nC+x7zrXbMnjjwvw9c0nC6gZ5dPZ9jhJSuM7PVQGLBiRZgUy4LUJhZE3A70RudqURvBDe7+6ZC91VERiaNPItIybn7A8CDwHuSt1dWVt4GzH3qqae2u/u/lLJPhZokmEksFusFKjKMPtcCWde/HhWm8rcHFh/w7u5uKjdX1lvM7ix3l8xsM7AllJp7DGMAACAASURBVADb5O7rgI1m1jLUsUnWuvsad18Xvq4CrjWzlcXptYiMNAqeRaRc3ge8y8zmApjZopkzZ75v/vz59Pf3v6NI5fLSCiXVkhcjGNYkwUF0Eq3a+LRQicPGyqhzgsd8K9fwjtpptVw59Ur4DWvKWbouLDhBmiWh7wSyqiEeRq0v2Nfd1wBaBU5knFDwLCJl4e5PAV8B7gKoq6v7zPz582v37dt3n7v/osTd+SaQmMBY6HSNp4Xc58qU0efpsVis1CsnloR/2r/UsbTjiJkxdftUo4t/LWN3VgGpgTNh27KQjjGUrJZmF5GxTcGziJTTXcCLzOytixcvfs2+ffu6u7q63lvKDqRZSbCg6RqpYrHYEcLCKfF4fCZwuJjtld0zefUTnU+wZM4SKn9WubiMo8/XEK1yeZ6kfOdrsjjHNuCe1EA7fJ913rSIjG4KnkWkbNz9NNHkq0+1tbVx6NChte6+t8TdSJ4k2FqkdI1UR+Lx+GyilQT7S9Be2fhHfGvnCzr379ixg+qHquEo95apK03AYCP8Q+Y9h+Wkm4CnzGxZ0ksrAVUUERknrIgLiomIDMnMVtbX16+fP3/+ide85jXxuro6B6qB7wEngdcCNWH3rcDDwN8AE4BuoqoHDwDXAfMBJ6pq8W2gAXhh2BfgJ+H4mwEe5MGXPMETL97Pfhaz2J/Dcz4/n/lPhOO/BSwElobvK4D7gV3A3xLVgh4Afgs8BLwamAJ0AX3Ad4CrgIvC9aRe03zgCPCLQl4T0Es0Cvor4E+BmUSTEUtxTWn/nfawZ/ZD2x56V8PxBn72s59RKO6etlZ4qjAyfBy4MV1VDDNzYE2YQJjN+TYCK4BNRJU2NmTfaxEZ7RQ8i0jZmFnT7Nmzd06fPr35sssu+9oVV1zx1lCVovhtR+kDP+dcrvNdxcp1ThWPx5uIStZNHq1Lcefq+vde/91T9596eV93H49d81g/F/ECj/nWUrQdqmnsJHPwfBzYECb+ZXO+FcC1RCPOTcAqBdAi44fSNkSkbKqrq2OzZ89ufuqpp7Zedtll3wJuKGHzJZkkmCoejxs8PXmwMx6P15Wi3XKKx+PzXjLxJd9+dOqjZ+vq6pj888mV9FHKYHOoCZlNZLFAjZk1mdl6onJ3a4DFRKPP681s7fC7KSKjgYJnESkLM7u0sbHx5lOnTvmpU6feXlFRsRWYkggui9p2iScJpqgGEnnOiXSKsW42sLX/mv537Tmxh+mV0+FBrijV5EF378hit2z2uYeoznNH4rzufiNRJY/VKXnQIjJGKXgWkXL5dG9vb9UTTzzxNXd/KBaLdQI/osjBZAjYvpK0qVSTBBOaY7HYKYAwWbA6Ho9XlrD9kgpl+XbFYrFH/S7/SvvS9j2HDh2CB6jgDP9Wwq60MvikwEGrZYS86aZ0qxGGlI01wPJh9VBERgUFzyJScmb2sssvv/wV1dXVp4APJrbHYrETwBvi8fjcIjZ/D9HEOIgmwf11Eds6TzwenwG0JW+LxWJHiSb1jTnxeLyGqArF00uwcwVv6JzZydIrllL1k6pF4VOAUthOtJz2eRKrC7r7liGOb2bw0emhjheRMULBs4iUlJlVNzU1faG+vp4TJ058xN1T6xz/GHhZPB4v+N+nMOp8WfjWgbeVatJaYmGUkOucqi0ej08rRT9K7DpgXywWO53Y4B/xrQPPHfjq8Y7jLGxbCIe4u0R9uRdIl1axjCwC3zDivHSQXZYBm/PrmoiMJgqeRaSkKioqbl6yZMmS1tbWpwYGBj6f+nosFmslWsb6qiI0/03OjTqfLnG6xoywQMoFYrFYD1BVjDcM5RKPxycD/5+9O4+TqyoT//851fuaTq9Jp7N12EGWgIgsg2BQwPk6oqLj8tX5zgzgyjIwQFzmcBSFsIvbADqjDDoLqKP+FBUUECQOCANElkD2pDudTjqd3vc6vz/uqaS6urq7quveW9Xdz/v1yivdt27dc4ouOs899ZznOQmvFN449gF7yY76HbampoaSx0pKlA5+9dlV2difJC/5MpK01lZKPaiUujTh8HWuTF3iuWuAmhRWr4UQc8Cc+UUthMh9Sqm6oqIi3dLSQmdn5+XW2uFJTv0lMOTr2BM3CV7t5/Wn4laVkwbOMVrrNlznwTmiEviRy2WfYOwtY1/buG0jxe3F8Fo4q8/W2vOA85RSl7o/6/DK1yXLd15NQjtuF4DfpJS6x/1Z565RlWqZOyHE7Cd1noUQoSkqKrq3tLT0kq6url9bay+wU/wCMsaUAEdprf8303FdusaTHFp13mK1XTXFU3zjVpMXaK07Uzi3CCiIT3OYjVzOeoHWettU56kL1GDRY0VFBbUF9H6s91b7VXttODMUQoiZk5VnIUQolFInLF68+O8WLlw4Zq29aqrA2bHAW4wx1T4Mn7VNgkAR8RvmpjbCoXnOSu5m4VxSeR0nc0XxkmJW1a5CPauuCat0nRBCZEKCZyFE4JRSqry8/Bv19fWRlpaWb1trX53uOVrrQeA54MyMxs7uJsEIUOJey7S01lFAzfLSdccBA1rrzdOdaG+093Sd1rV7ZGSEhtcaFF38ewjzE0KIjEjwLIQIw3uXLFlyZktLy4Hh4eF/SuN5zwE1rp31TGVzk2A10JPOE7TWB4C6YKYTLNfg5iTgsZSfdATv26w2s6xxGZHHI8tDLF0nhBAzIsGzECJQSqli4La2tjba2to+b62dNvc3xq3E/hte6kP6Yxt1E9nbJBgB8rXWIzN4eqcxZkJN4lmgAPil1nraVtcxVtv1Q6cO3fPSn1+i4JUC2MWdAc5PCCEyJsGzECJQeXl5Vx9zzDErenp6NkSj0XvTfb6ri3yEMWaqGrsTuHSN+AoIN4e86rzIVdBIm9Z6CK/z4Kz5He1y0y92TV/SYv/FfmLwhMHhpUuXUvZ4WZm6Qd0UwBSFEMIXs+YXsxBi9lFKLWlqavr8yMgI0Wj0SmttsgYhqXgJONNV4EjVA4ByX2+x2q6d4dhpc6Xp9k174hRc4L3InxmF4gLgxRk/+1Su6Rzs5PDyw2ED18nmQSFErpLgWQgRmOLi4lvr6+tLWlpafmat/d1Mr+Padj8HnJfK+Qk1nS3htuCOAMo1PslUR4b53qEwxhwOFAKvzPQa9i779Y7jO/aOjo5S/3y9YogwPyUQQoiUSfAshAiEUuq04uLiD+3atWu4v7//Kh8u+SywP8VKFHfEfb01rOoaTgWw36drDXNo9TyXFQG/cjnqM3cS79k2sI3C0UL4A8fK5kEhRC6S4FkI4TulVKSwsPBrg4OD7N69+/ZJOrilxa3kPgM0TTm2t0mw3H0bak1nY0wBMKa1HvPjelprCwy55ik5yRjTBGzWWu/O9Fr2Rvt07xm9W/fu3Uvhs4XQOe4mSAghcoIEz0II3ymlPnLEEUecWllZ2Q74tvnLBdBnuTSBieNO3CQYWk1npxRvtdg3rr11hSsDl1OMMaXAX+JV2fBHMx8ZPWLUnvimEyl8rLBcVp+FELlGgmchhK+UUuU1NTW35efns3fv3n+01qZV5zgFjwPnGGPykzx2H4fSHPrDrK7hcp2Lfcp1TtQLLAjgupk6DW/VuduvC1pt14+dPHZ92942VgyugG18WzYPCiFyiQTPQghf5eXlfW7lypX1mzdvft5a+4Df19da78LLKX5T/HG3QnmM+9YCV/o99jQWaa33BHFh16GwJJdWn91GxmOAJ/y+tv1Xe8uu5buGFyxYQPkT5XlESbvEoRBCBEWCZyGEb5RSK/Pz8//h9ddfp6en59PW2sw2kE3u58DBesJuZfLbHFp1fjnkVecaIOXGIDPhcooXBzlGmoqA7wW00k70lOg//Hn7n4l0ROB5jpbVZyFErpDgWQjhm5KSkjsbGhqKurq6HrDW/jGocVwTkX5jzDvcofs41IJ7FLg0qLETuXSNAjenoHUaYxaGMM6UXM75cq11b1Bj2FvtNwdOG9gZiUSofaE2j35+GNRYQgiRDgmehRC+UEqds3z58r8aGRkZBK4PYchuYOVSs/QaxqdrhL1JsGamnQTTpbUeAPKzmb7hcs3PA3YEPtgJfHC4bpjlDcvJeypvhWweFELkAgmehRAZU0rlL1y48BtFRUXs3bv3q9balqDHdG27f1dDzZfJXrpGCd5mvjAd4FApvmw4A3gjjBsG+yW7vn91/792dnbS1NoEe7kz6DGFEGI6EjwLIfzw95WVlce0tbW1jI6O3hbWoDdww9/20FNcTDGEnK7hFAAjYQ6otR4B1CTVRgLlVrzLgNBW9u1/2L/dUbVjpLKiEvUbVebqeAshRNZI8CyEyIhSaqFS6saOjg727NlzhbV2IJRxXU3nbWwDIJ/8z4SZruFynQvdCnjYRoCSLIxbCjwVZK5zMqOnjF7/+rbXyd+WD29wnWweFEJkkwTPQoiMFBYWfmn16tU1g4ODTwA/DnHo+wAVJUoTTYNf4AsvhTg2eKXp9oU8JnAw9znU1A1jzGLgw37WdE6VvcfeMXTKUMeRRx5J5VOVilEpXSeEyB4JnoUQM6aUOnrJkiWfPHDgQHR0dPQKa60NZdyEms672X0N8GZjTCiNRIwx1Xi1prNGa73bGNMYxlguXeN8AqjpnLLVXLSzeyeH1x6OelYdK5sHhRDZIsGzEGJGlFKqtLT06/X19Xk7d+78F2vtiyEOfwdxmwR7de83gT8A75j8Kf5wgWSRa1ySbV2uWUnQjgFGtdavhzBWUvY2+2TXqV07BgYGWPzaYkUvd2RrLkKI+U2CZyHETF1YVFT09tdee617eHj4c2EN6jaMxVIW4jcJvgC86nKRg7TINSzJOq11H+HkPg8CPwthnKkdzV9viW6xY4Nj8DhlkvsshMgGCZ6FEGlTShUuWLDg7qGhIbq6urS1du/0z/JhXLdJMO7QwZrOWusx4BXgrKACaGNMBdAZxLUz0GaMqQ3q4saYNwN7tdZdQY2RKvslu37wbYOb9+7bS+32WkUL/5XtOQkh5h8JnoUQaYtEIpcvX768uaSkZBPwzRCHfoBD6RpbEms6a62jQBWwOqDxI0Ag7ahnSmttgQFjTKHf13YpIScTcjm+KS3iY+pUxbKlyyh9srRJacl9FkKES4JnIURalFL19fX1enR0lI6OjsuttaEEVm6DWLP71gIfneTUp4CTjTHFfo7v6ipbF6DnmlHA9+AZOAt4zlX3yAlW2/Vjbxm7q21/G8tYBq/wtWzPSQgxv0jwLIRIi1LqxiVLlpRv3779N9bah0MZ00vX+HbcoXWT1XTWWncA24HlPk+jJhtl2lKhtR7Cq8HsG2NMObAQeM7P6/rB3mmvaj26daikpISyP5SVqLXqlmzPSQgxf0jwLIRImVLqpPz8/L9/5ZVXRvv6+i4Pcej7gDz3dY/Vdu1UJ2utfwX4Fui69IUev64XBK11u1+l61xFkWLg33N0pR1Wc8WLrS+iehQ8wzWyeVAIERYJnoUQKVFKqfLy8m82NzergYGBu621G0MZN6GmM3B1ik/NN8Zc7NM0SrXW/T5dK0jdxphKH65zHHCSawWek+yN9p7omuju8vJyGjc1Kjr5l2zPSQgxP0jwLIRI1cWrVq16a2dn537gyyGOO66mc+ImwSm0AFXGmJWZDG6MadRat2ZyjbC4ttkZdR50ueLnAH/yZVJBOpz3ddZ12qWLl1Lw+4KjpHGKECIMEjwLIaallCqpr6+/MxqNsnfv3rXW2gOhjDt5TedpuXSDh4HzjTF5052fjOtYGMpr9YvWutUYsyiDS7wdeEFrnWsl+Saw2q4fOnvojV2tu2jub4Yd3JXtOQkh5j4JnoUQqbgmLy+vcceOHS9ba78bxoBT1XROldZ6F/A03sa3mcgDcqbSRBq6jTFpN09x9bE7gP/xf0oBqeVvdq/YbYeHh4n8JlKqtLop21MSQsxtEjwLIaaklFpaUlKytqOjg66urk9ba8dCGnrKms5peAkoM8akVY3CBZ/9ro7ybDMM5M/geauAP7nqHbOC1XZ99OTo5Tv376R4fzFs4DrZPCiECJIEz0KIKZWUlNx23HHHlSilfmytfSKMMdOo6TwtF/yuBE5P9TluBbZYaz0403GzSWs9irdhMuXf8caYw4DTgNysrjEFe6f9xuhZo+2rVq2i+tlqxSDfyfachBBzlwTPQohJKaVOX7JkyQf27t07NDQ0lGqVi8zGTKOmcxqeBg43xtSleH4ZOdZJMF0uZ7k+lXNdTvjZwO9ztjTddE7goi39W1i1eBWRpyPHyOZBIURQJHgWQiSllIqUl5d/c+HChezcufM2a+22kIZOq6ZzKrTWw3idB89O8SkVWuu+TMfNAf2u2cl0jgB6tdbbg55QUOyN9um+M/u2dHd307itEfZzR7bnJISYmyR4FkJM5mPAiRs2bGgdGxsLZRNWBjWdU/Fn4BnXAGRSs6k03XRcR8RU6j53AT8JeDrBW8lHN5dstr3dvfAI5a5aixBC+EqCZyHEBEqpytra2luLi4sZHBy81lob1irsTGs6T8vlPrcAHzDGJN1M5xqM5GQL7plypesm7TxojDnPnTer01TA2zw4unr0ur6hPlYOroStsnlQCOE/CZ6FEBMUFBR8YcWKFbVDQ0PPAj8MY0y36hyriJFWTedUaa3H8FZZz5zklBLXaGSu6TbGlCUeNMY04KVs7A1/SsGw37W3jr15bH9VVRULnlqgGOPebM9JCDG3SPAshBhHKbWqsbHxyv3799PT0/Npa23gpdriNglG8NI10q7pnIangGONMRXxB40xVcC+gMbMtn6gIP6AS195B/BILrfhnonoCdH3bt+/neVly1HPq2Nk9VkI4ScJnoUQiW4rKysraGlpecBa+2xIY8ZvEuz1M10jkVtZfgo4WHnDpXGMuZXpOcdV0Bh2rbdjKoFW4I3szCo49m77xP437x8cHByk+OniCH1Suk4I4R8JnoUQByml1uTn579ny5YtvUNDQ9eGMmawmwST0lq/CHTEVaIoBOZk4Byjte7Haxaj3M1CPvDELG0CM71juPyNoTdQQwr1pJLSdUII30jwLIQAQCmVv2DBgm8cd9xxDA4OfsVauzukoQPbJDiNeuA9Ln1hgQsu57pRoAQ4CXira6YyJ1lj77Pn2c119XUsa1sG7dyZ7TkJIeYGCZ6FEABEIpFPrFq16sgdO3bsAO4KY0xXSiy2+hvIJsHJaK3fwEsVOVNrHdaNQlZprbuAJXjdFh/L8nSC18T/balrsYsaFlH8WHGZ0rL6LITInAphL5AQIscppaoXL168pbm5ecFLL730wauvvvoRvBVKgAN4aQ2xShjdeDfesaC3x/0d24DXi9fiOVZfuB+vW1+V+34AGHyQB9fsYMdPRxlVI4xQT/01l3LpvwND7jmVeMHtMNDnrp+PF2T34HUBjKVbdLv5Fbmxu9z8Yzm+ne7rxNd0GPBXwO3ueRm9JmCh+37QHVvg/luF+Zqm+zldDIwAP51Dr2nSn9Mt7bdcuuzJZeuK84p54egXxjiSswLcjCqEmAckeBZCoJS6u66u7rODg4NPfvazn33fV77ylcBLlymjNgPN7tstVttVQY+ZyNU/zge6tdYHwh4/bC5F5Ui80nQD8yFVxRiTf9szt/WWP19e1D7aTvQT0Zftl+1x2Z6XEGL2krQNIeY5pdSxDQ0Nn+rs7Iz29PR8urCwMM8YE+jvBrd5KxY4W+CjQY6XjDGmXmvdqrXeARzjStXNWS5wXgO8obXu4NDq7VxX33t875VtI200FDSgnpHNg0KIzEjwLMQ8ppRS5eXlX29qasqLRCL3WWs3aK3bgNqAh74j7ut1YX+MbowpxEs5iOnDCyznstVARVw5vv2uo+KcZYypBtrtTfafeTvbKyoqWLxxsaJ33PtPCCHSIsGzEPPb/1myZMk5e/bs6R4eHv583PFuY0zppM/KQMImwR6r7dogxplGAV7eb8wGoNQY0zzJ+bOaMaYIL3h+MnbMVdpQQX/KkC1upT16sKLIMXxoR/4O21jXSP7j+eWy+iyEmKk5+UtTCDE9pVRRaWnpXWVlZbS2tn7RWtsR9/AICR3pfBnT6/R2XdyhwGs6J3JBVYnWeih2zDURWQ+sDHs+IWkEdmitE3PZo3gb8uaiQuJukKy26wfPHtzUeaCT2l210Cql64QQMyPBsxDz1+WRSGTlCy+88Go0Gv12/APuo/18P1clXeD8Gw7VdN4SYk3neIu01hPacLvSdS/PtZVY93oGtNa/TnxMa93DoWoac02l1rpv3JEGPr6ldovt6+uDX1GmblA3ZWluQohZbE79IyGESI1SalFjY6OuqqoiGo1eZa0dSTzHbSpb5OOw9zG+pnM2NgmWMT7XOVEHcFlCG+vZ7iKm3hzYZoxZHNZkwmCMqcMrczeO1Xa9fbO9crRglGMrjoVXuM7d1AkhRMokeBZiHioqKrp56dKlZfv373/YWjthRTJOhzGmJtPxkrTg/lSWau0ucI1CktJajwCvA38R3pSCY4xZhrf5c8tk57j23IPGmJLJzplNjDF5QMT9LCewd9u7B04d2FtQUED1M9WKYX4Q8hSFELOcBM9CzDNKqVNWrFjxsdbW1tH+/v4rpjrX5QUX+JDKkK0W3AcZYxZrrVtTOPUp4Eg/bhqyyf3MLgR+6XK6J6W17uRQc5TZrkFrvWfKM07iok1dm2iuayayPrJCVp+FEOmQ4FmIeUQppSKRyF2Dg4Oqra3ta9baN6Z7jitd1zDjMbPYgjvGrar2pnKuu2H4CV4nvdmsEnhaa70zxfP3GGOCLlEYKDf/CfnsiexX7R96z+htbWlpoeS5EkUn/x7C9IQQc4QEz0LMLx8sKys7Y9euXe0jIyNfSuN5M6oJnKS6RrbSNQrwWkunRGu9C+gyxiwNbkrBcTcLDcCfU32OW50eNsbkBzaxALmVdqu1Hk7pCYfx/t0Ld8MY5D+ev9zd5AkhxLQkeBZinlBKldbU1NzZ3NzM2NjY56y13Wk8fYSZ/b54gCxX14gFgwfr/aauHHi7y6GdbU4HFk+XrpHEKF678tmoFOhJ9WSr7XpO59u1dbUs61kGO/jHAOcmhJhDJHgWYp7Iy8u7fuXKlYu2bdv2EvC9dJ7rgrBoOquSudCC26kmjaAqRmu93T3vBN9nFCCXq30E8HS6z9Va9+Ole8wq7gYnL+VVZ8feZz+1c9nOkerqasqeKMtTWlafhRDTk+BZCJ8ppdT0Z4VLKbWsvr7+2r6+Prq6uj5trR2b/lnjaa278QLR6cfz0jXia0eH3oIbDqYvjLiKEjPxCPCWWbb6fBrwTLqBZJx9xhg/SxSGoZI00nLiRU+JXrW1fSurylbBi1K6TggxPQmehfCJUqpWKVVorZ1poBakW/r6+oo2b978X9bapzK4TrcxJpUA+j4gFnBmqwU3wEJXSWJG3A3DfwCzqYzbi8DzM32y+5RhxLX0znku17lopjcL9nb7zY4TO9p37tyJ+q1SDEjpOiHE1CR4FsI/XwQ+ku1JJFJKnbVy5coPDg8PDwwPD2eU16m1HgSKXIvr5ON5K3dHuW8tWWjBDV5pOmB3ptdxwfe5xpj6zGcVHGNMvjHmw8CeDFbagYMNcmZLqb5FriLMzJ3AezrLOjliyRHk/SFvpUs5EkKIpCR4FsIHSqkIcAZwkVLqZHcs6+kbSqm8qqqqb1ZXVzMyMnKbtXZHptfUWu8GpupI9wCHVp2zVdO5GK8ltV+fArwGvGuqm4Yc8Fage7LmIDPQZoyZcYnCMLj87o5Mr2O/ZNdzHi3Dw8Ms370cOrjDh+kJIeYoCZ6FyJBSKs9aGwV+CUSBv1FKVVprbbYDaKXU3yxbtuxN27dvbxsbG7vZx0vvN8ZMaKqRZJNg6DWdnTJg0k6CM/AGXk7tm3y8pm9c2/HjgSf8uqZL3xg0xhT4dU0/uXSNfFeXO3PLuXjXwl22emE1RY8VlUvpOiHEZCR4FiJDcZvvngIeA1YBH3ePZS3/WSm1oLi4+KaBgQH27dt3lbW238fLD5Hw+yOHNgmWAn0+rjrHWlg/DhT6dU2f1QG/11qnXVVkGgNAruY+VwF7/bqY1Xb9yOqRa1vbW6loq4DNsnlQCJGcBM9CZEh5ivFi5a8BG4C3K6XOjT2ejXnl5eV9EajbvHnzH4D/9PPaLpjsd4FqTNY3Cbq0iiKXm+0rl1f7Wq617XbNazq11hv8vrbbhJefa9VG3GbGwRnUsZ6Svc/e1npY60h/fz+R30QUY9zr5/WFEHODBM9CZMh6BjnUgvoBoB/4sFKqMRurz0qpwxsbG69YvHixjUajVwQxh7jNgxGXrnGMeyhrmwTxVoaD/O89CnzQGFMR4BgpczcLFwBLAhwm5RKFISrCa9zjv1O4Im9hHscvPh71nDpGVp+FEIkkeBYiQ27luQgodPnPG4Af422q+3/unEqlVFlYcyotLf1aY2NjfktLy/3W2ucCHGoI76bhDg51EszKJkGnRmt9IKiLuxuGDcDZQY2RpsPxOuu9GtQAbnXXGmNyImXF3TCU+Lgxchy7zn6754yewWg0Su2G2gh9/DCIcYQQs5cEz0JkyK08DwGteIEMwI/wcqBPUUoZ4KvAqWHMRyn1zhUrVlywY8eOvqGhoeuDHEtr3f8tvvUVDq26j5KlTYKusUdmJctSsx5Ymu1GIi6V4h3AL/zM705Ga70PqA1yjDQs1lrvCXSEo7j8jaE3aG5sJv/J/BWyeVAIEU+CZyF84PKamwGrlIq4NIn/ApbhtaX+ibX2saDzn5VSBUqpOzs6Omhvb/+StTbQYFIZdUk77Z+p4GAWw6eytEmwCK+ToK85sMlorUeBH3AovztbSoCfaq3bQxqvLQduGKqB/UGPY429b+CUge++tvE1Cl8qhHbZPCiEOESCZyESxKVhHPx+uvNdsLzDWttrrY0qpd4MfAL4dBq2fAAAIABJREFUI7ADOB28VWqlVGAff0cikU81NTUdvWfPnk1jY2NfC2qcOHcADDJICSXbspiusdA19giF6zxYZow5Nqwx47lNgm/RWu8Ma8y4zoNZKV0X5GbQZOwD9u//+kCXLS8v5/x/KVa/+w6/DmNcIUTuk+BZCEcplaeU+gBwGfCIUuoKpdSq6eo1x23GW6CUWqqU+hvgY8AD1tpPA78F/lIpdZVS6nLgwoDmX7t48eIvlZaWAlztUkkC4z7KLgcYYWR0Gcs+HeR4k3H1pvdlYegO4OwstbF+Jz40B5mBTg6l6IStwTXoCYdSo18GVakU21eupHsXFbL6LIQACZ6FAEAptQw4H3jeWvvPwBeAlcDvlFJLYwHyNKvQg+551XjB64vu+FfxNg/eDvRaa/87iNdQWFh446JFiypbWloeA34exBgxLoi4Lu7Qpz7Eh36VrHFKkFyjjFgqRajcSvereJ0lQ2OMWYHXBMb30nTTcavPQ66DY2hcScTANoJOIq8O+Ex7O4WFheiqKnpv4MmQ5yCEyEESPAvh+Uvgf6y1mwCstb8H/gHYBfxEKbXaHZ9qY9YA8F1r7R3W2mHXshvg3e46zdbafwli8kqpNy1YsOCSrq6usd7e3s+GUB7vAQ5V19hitb3PBVajIX+sXwCMTXtWcNYDNSHXQV4CrNdaZ+t1D3JoY2xY8gmqNN00Pmkt+du3M7RoEd+EvBca1NPZmIcQIndI8CzmNaVURCm1GPgA0Bd3TLmW2xcARwCfV0od4R5PuvpsrX3CWvtM7ByX+1yBF2ycaa3dFtBrUMDXBgYGIps2bfqWtfblIMY5ON7EFtwfjXt4lHC78C0MoKteylz+7a8JqQufC9Lf0FpvDGO8ZNxNUiSsm6S4Ntzh3SwodfCTjELgxgMH2LVrFzcqRX07krohxDwnwbOY16y1UWvtbryc2ffFHbNKqXxrbTfwd3irx5cppSoSc6CTBdOxc6y1PdbaX7lAPCjvOeaYY85RSnUCNwQ4zrQtuF0wGUoDEVf5IaxKE5NymwffZ4xZFuQ4Lrf6MrymJVnlStfVhTRcg9Y68AobCcZ9krAGxs7p62PVCSfwxYICegpUX8jzEULkEAmexbznmpcMA6cppQ62XrbWjrq/HwTuBf4Wl98anxaRmCIRC6bD6CyolCqurq6+q7i4mL6+vn+y1gYdZEzbgltr3WaMaQxyEq5hx2gYpelS9DhwQSwHOyBnAJvDqjaRgj3GmIYgB3A59F1BjjGBUrsSjgznW5t/m7V0d3by1IoVvDZKqWweFGL+kuBZzHvW2j7gSeBDwMnxj8Xyll3VjD7gk0qpqoRzFrhKGu9054bWjjsvL++q5ubmZZs3b94YjUb/OcixXLBwlPt2uhbc3a6cWlBq3epnTnAl4/aT8P7xizFmIXAc8EQQ158Jl0ZhjTH5AQ5TqrXuD/D6yYxvdW5tEcAR0HLRrl0sqKri2tJSeoxsHhRivpLgWQjAWvttYCNwg1KqOe54VCkVCw4+APwfoBEOBdZ4+a5rgXPijgVOKdVYVFT0+V27dtHV1fXp2Ep5gB7g0Kpz71Q1nbXWvQRU0swYU0c4nQTT9WsgqECvEngoh1adAXANWmqmPXEGjDGNWuvWIK49KTVhM+ChPGtrm74wNkbH66+zoaSEn1vyfrdS/TLU+QkhcoIEz0Ic8n/xVg4vU0odXDW11o66roFP43UNvM0dj7rj7cAZ1trrA85tHqeoqGhdfn5+WVtb239ba38b5FgJmwRh6lVnALTWrcaYej/n4TbMhdJJMF0u9/kNY8yJfl7X5VKPhB5Ipq7TGOPrjZL71KLTz2umaHwqhrXjVtWr4Oa1XV309PSgy8s5ZRsXhDo7IUROkOBZCMdauxkwwJXAubFV5LjKG+BtltuTeNxa+0aYc1VKndrY2PjR6urqEeCaQMeauEnw5jQ6Cfb6XBO4EK96SS57s183De5m4RzCrWCSrhG8UnJ+igCBNvmZYOKq88TSeNau/TD0nFJcTPnhh3N7JEJLudoUzgSFELlCgmch4lhrvwr8BrgZONcds3GpG71Afex4utdXSr1XKVWbyRyVUqqiouKbtbW17Nq16y4X9AcpPl0j6SbBKYziU2Dl2jOX5VrqQjyt9TDwHHCmT5c8HujVWm/z6Xq+01pbAL9yn7O4GTRx1TnpDUuptZU3dXczODjI9xsaGO1jVSizE0LkDAmehZjoIrxyYJcppd4GhypvAFG8ihMzdTbwpYxmBx9eunTpKTt27Ng7Ojr65QyvNaWZpGvEc8FksQt8M1VHdj7KT9f/AguMMRndJLnKHScDj/oyqwBprQ/gQ+k69z6pdDnz4VETVo+nrB1+Uj6bT9i8mUXLlnF9Xh77SlTYpfSEEFkkwbMQCVygfAleO+BblVLvUUo1KKXW4AWSv8jg8jcA71NKHT+TJyulyoFbWlpaaG9vv9ZaG1iDkAzTNQ5yVTEWZTKX2KpmFrvqpcytxN6P1/0wE8XAj7TW4ZZqm7m9PqSrxJoKhW386rG1U1aKqRixh908PMzGF1/kvwsKeGWQhYHOTgiRUyR4FiIJa+2LeLnEdwKn46247rTW/shaO+M2wdbaWCOTuybrVDiV/Pz8tUcffXRjd3f3n6y19890HinKJF0jUV+Gm8rqXWWHWcEF+UuNMW+eyfPdqvW7tNazYaUdAK31KKAybFVenoVV58S6zhtSedpyuPnywUEWL17MdeXlHMiXxilCzBcSPAsxCWttl7X2h9baa4HrrbV+tUS+D+8j7ovSeZJSakVTU9M1w8PDWGsvD7Kyh1t1Xhl3KK10jUSuEsWM6j671cxZEzjHeRU4fYY3De8ixSAul2it9wAzapySldJ0nvi6zlGsTe1TIWvXfiqP/uIDBxg6/HAeHKP0hYYJmw6FEHOQBM9CTCGuW6BvgapLC7kSuE0plXIlipKSkjtqa2sLW1pa/tPaQy2xA/IAEFsZ3zKTdI1ErnTd4nSe49I1Rt2q5qyite4Bngbekc7zjDFH49UX9utmLWx7XVOXlLnSdOG3HVcTcpUfSOfpDaO27AudnQwODnLnokUsb0e6DgoxD0jwLMQUguoW6OoyvwBclcr5SqmzS0pKLmppaRkYHBwMujTdTRzaJGiBj/p4+R5jTGka55eQjaDKP/8LdBhj0sl/LgIejVWxmG201iN4nQfTSUsqykK6xk0wLle5H2s/nu5lziplc8OOHfQXFfEVkNJ1QswDEjwLkT3XAFcrpRqnOkkplVdQUHB3f38/u3fvvslam5ij6RtXXeP6uEPrrPZ1lXuAFEvXxQLO2bjqHOPm/kegPpVg0q3Mb9Ra52IHxXSMkOKGSZfWciDY6SR1/bjvrC2byUWW9tnDbu3rY8+ePXyroIC+Pla5tCchxBwlwbMQWWKt3YKX/3zTVOcppf7u6KOPPr60tLQF190wQHfEfb0lw02CE8SqZaRYE7gCL9ie1bTWQ3glCo+Y6jwXRF7EHPi9rLXuAxZMd57bXJjnVqvDoya01W7J5HIltdz/oeFhjjvxRK4tKmLr7TyRyfWEELlt1v+SFmKW+yqwRin1lmQPKqWq6urqblZKsX///qustYEFk27VObb6Noa/6RoHuc2D1VOd44Lr/Nm86pzgt8DbXQOQyZwJvOoCz7mgK4Va18V4jXTCNr6ttrVNmVzs2L324zdEoyNdra1sXLmS13oouOs0dUlGMxRC5CwJnoXIIlen+XPA12LtwOMVFBToFStWLNy8efN64KGg5hFX0zmWWvCqz+kaiYaMMVN9TD6rStNNx1WhaAFOTPa4CzKbgSfDnFeQXIOcfNfsZTILQr9ZUOqlhCMP+3HZZXD2/2ttpby8nM9XVvI3z4yrkS6EmEMkeBYi+/4N7//FD8cfVEodmZeX95mNGzfa3t7eTwe1edGJr+k8Clwa4Fi4xh9JP9afxaXppvMrYLJc5nzg3+bQSjsALnc7aYOcrJSmU+qtwJvijoxh7YW+XNva9R8ptC19L7/MZqX4viUvV0rXKaWuVUq93/25VinVPP2zJr3OtUqpde7vNX7PVYjZQIJnIbLMlcG7ArjZdRAEoKys7O6ampr8rq6u71hr/zeo8ZO04P5UwKvOwMHSdeM2S8YabMy1IBIO5j53GmPOjz/uStPVu9J2c9E+Y0xN/AGX3x1udQ1PYqvzT/p58aWDtummgQHGxsb4en09jTlQuk4p9QjwqLX2IffnFuDBdAJopVSVUupB4Hlr7S3W2uvwNnk+EtC0hchpEjwLkQNc3ebHcRUAlFIXLlu27B1jY2O9wBcCHj5xk2DGNZ3T0JdQum4hsDfE8cPWDzQZY5YDuBzoc4BsNAcJhUvfICF9o8LlvodHqe8D8e+1zVj/3+snlPPwmaOjLFy2jBvy89lSNaGDYWiUUu8HsNY+n/DQTcA9aVzqPuBZa238zcejwHWZzVCI2UmCZyFyx/XAJ5VSh9fU1NxdUFBAe3v7DdbawFIYXE3n2Gr3KAFtEpxCN14tZ4wxJUDvbK1vnApXbeR3wNtcMHkG8JrWel92Zxa4Hlzg6lahs1GK72PjvrP2sCAGWdFjL1w3OMj+ffv49dKl9HaN62AYtsuAxMAZd2yNUqpqugsopVYDa9yK9UHW2i2Jx4SYLyR4FiJHuPrNdwIPVlVVrWptbd0ajUa/HtR4bpNg/MpRKOka8Vyg3OtWn4uA4TDHzwat9Ra84LEarxzfH7M7o+C51ec8Y0wRMBT6DZKakHvsyybByXQs5+YLdu6korKSKyMRtlVM6GQYllOAzYkHXZnM2OPTWQv8yc9JCTHbSfAsRG75PnB8e3s7+/bt+6y1NshgMr4Fd3/I6RoHuVzgYrzSdL61Qc9xj+CtuD+pte7P9mRCMoB3wxBuPru3STA+93jUt02Ckzhnm137iaKxfe2vvcafysp4vpeF3ztRfT/IMSdRBUwVuKeS97wG2KKUWq2UujRu06FsFhTzlgp2A78QIh1FRUX3HXnkkX9fU1Oz8+yzz16nlCrA69T2S7wUh/cCsVrB64GX8D6OLgEGgQ683Om3AEvx2msXAz/Cq+F8NlDyKq+e+hRPvX8PeziVU1nK0oeO5ug/AFuAZ4BzgQa8leBi4N+B5cBq930Er3bxNuBv8Cp1RIEX8VpSvwcvf3kAL1j6OV6Vg8Pc60l8TUuATrxSbTN6Te6/ye/d8z/jvh/J4mua6udkgaPxytf1zpHXlMrPaSWwB3girNd01e2337anvr68s7qasbw8ti9f/tDGo4++wcfXNOnPqfjXv77z+vX+fphjrU2p7blLyegELrbWTihzqZSywHXTpV648+4FHozPeXYbEe9Jdm0h5joJnoXIEUqpE1etWvV8NBqNvv3tb/98U1PTz7TWr/o+jpeu8SSHStNtsdqu8nucVLkax91Abeily7LA5Tr/HV6w9U68EnWd2Z1V8GKl6UItUafUTYxvw70Ba48PY2hjTOXqxx/ZfOOLr9RGV63iouee4y+W2A1n7gxnfFdNYzOTB8+dwL2ucsZk14gF4M9ba09OeGwNXkC90N+ZC5H7JG1DiByglFLl5eXfqKmpUS0tLd9qamr6DrAmxTbW6Uqs6Rz2JsGDXCCZ73JidxtjFmdrLiE6HujRWm/EW9UMNIUgF7iGOLFmKPuNMVN2mPRRfGAYDStwds55/m3nvfvGzk56enr4XlMTy3eNqzEdtOnyrKvwVtZTkVjiD7w86CpJ3xDzkQTPQuSG9xYUFJzx+uuvdw4PD2utdQfwY8aX1spYtmo6T6HeNdKIbR4cdFU35rJ+vFQIgD8DGwK6ScolC1xjHLTWg0CBMSal9IMZU+qXHMrpB++mMRTutb0MPNNYy/3HbNtGz8gIXwS2V4azedBaeyCF06Y8J+4aE4LsuMdWpzk1IWY9CZ6FyDKlVMmCBQvuGBgY4MCBA5+z1nYCaK1bgJONMdOWk0rDXXFfh13TeRxjTCUJq2MufSFp58G5wBhzCrArVuNYax3VWr8EvCXWIGauMcYsSpKmsRcvLzlIF8R9PYK1Hw94PODgpykXAtu01mPH7rUf16ND0c72dv6/mhraelh412nqkjDmgpdHPtWmwC1TPBZzAKiZ5nEh5hUJnoXIsvz8/GtWrly5rKSk5BW8ZgTxOoDzkzwtba6mc2wl25LFdA0nQvLKC3t9vmHICa6+8cnAWJKHq0mtbNis4krTTegk6KqqDLkmMf5T6qWEI58OZJzkVgNF8V0yHzuFT1wBLF++nGvLy/nbZ/l2SHN5niSBb6y7YELTk8k8SpIAPK5GdCoBuBBzigTPQmSRUmpJXV3d54aGhujs7PyMtTYxsPozUGiMyWhDX5Kazuuyma7h0hRsstJ0rpGITehINxf8BfAnV5ov0ZPASXMwZaWAyWt3j+DV9vaXt0kwPrd4fRCdBJNxNwur8aqJHHTlH+19Hy6Ptg62tNCxfDk/i5L3u5Xql8mv4qv/xCs1l2gNyfOYk7lnimtsSTEAF2JOmWv/OAkxq+Tl5a1bunRp8fbt239qrX0s8XEXXD4NGXcpe4jxNZ3XZni9TNXGcmAnMYYXeM0JbiW9Eq+U2gRa6wN4K3iBdL3LBnfzUxBrz53IHS8NIPc5/iZxDGtP9/n6U2kANrk9C+Oc0GWXXL1nDwUFBZiKClZvG5dWEghXZWN/kk19l7k/4yilHlRKXZpwjUeBR5VS18adVwWsS3YNIeYDCZ6FyBKl1Gn5+fkf2bBhw1B/f/9Vk52ntd4EvDbTnFiXrtEYd+jKmVzHLy59YcrSbFrrXoLPiQ1TEfDANE1gHiH16gezQT3T5MNqrfcA/lVYmbhJ8Fbfrj0N9//noNb6d5Odc0Id6ws2bGAPcBvwp8VqV9DzstaeB5znGpxcqpRah1e+Llm6xWpgwqdc1tqLAZRS9yil7sELnC+WVWcxX0nwLEQWKKUiFRUV31y2bBkDAwO3W2u3TvOUA8Bl6X6snyRd4/4sbxKMrUYmS11ItMcYsyjoOQXNGHMycJRLR5mUqzYyaoz5UDgzC45rt55qG+5OY0zmN0peJ8H41dxObKifsLyHqTfWcXK7Pf22sTGKior4YVMTNW0Zf6KUEmvtddbae92f6yYJnLHWrpqs7rO19hZr7WVxf54PdtZC5C4JnoXIAqXUR1etWrW6s7OzHbhpuvPdR9wbgbPSHCqxBXcoFQemsChWmm46LvAacXmks5ILIs9gknSNJPYCxcaYw4ObVSiqUm38orUewHvNmaZvJOYQvyvD66XMGLMcqMX7f3RKY8u5+Z1dXdQvWcL1hYVsqVLdwc9QCOEnCZ6FCJlSqmLRokW3joyM0NHRcY21dkI1gkk8BRzp0h6mH8dL14jfJZ/tdI10mjIA4HJHU3q9OeodwDOx0nTTcTcMDwPnzdbaz67Rze50nqO13o2XLzwz3ibB+Aot92PD2RDr0jUuBH4xTVoOAOdss2s/VThyoH3HDjasWsWOLioeW6GmvYEWQuQOCZ6FCN/aSCRSv3PnzuestT9I9Uku1eFHeBvPppQkXSPbNZ0V3u+bySovTKXNGFPv85QC54LfvXjlwlLmVub/wCy8aTDGFAP9KaZrJOpyK/UzEf9eD62ms1MOPK61Tjl/+fReu/Dje/YwNDTEVXl5vHU7107/LCFErpDgWYgQKaWaCwsLr963bx/d3d2fttZOu1IVzzWbGDDGrJjm1Ph0jTGyX9O5CBiYSVDlVvMGZ+FK7FK8VeeZ3DC8hNeFr8znOQWtmCR1nVM0AqT/M564STC0ms5uD8IK4LV0n3vBwugWu2MHGwsL+R5Enlo6oTa1ECJHSfAsRIhKS0vvPOGEEwqj0egPrLX/M8PLFADnThZMJknX+GSWazpHgFKX2zpTw8yi0nXGmCOB07XWIzN5vrvJWAmc6evEAuRy00em2xg5GddUJD+t+t4TNwmGVtPZOQuonMlN4an77Kqvjo7S3NzMHbW1HL1rXG1qIUQOk+BZiJAopc5tamp69549ewZGRkaS7mhPhdZ6J15b6xMnOeUf477OarqGUwn0Z3IBrfUgwdQE9p27qXkb8HiGl1oPrJxFFUfKyfznvB+vxF2qfhb3dTTMms7GmDq8VeeZ3gRTu5yHG7ZuZWFzMzfm5YVSuk4IkTkJnoUIgVIqv7Ky8huVlZW0tLR8xVrbkuElfwusTlylU0Z9H4jVg856C24X7Ja44DdTnaQXWGXLm4C9WuuMfsZuJfYJ4FxfZhUgl+scnWGuc6KelNqze5sEa+OOPODD2Ok4Ca9j5EzScgBYs81eeHN/P52dnfysqYnyNpa41XQhRA6T4FmIcFxirT365Zdf3jE2NnZ7phfTWvcA/wUcrPusjLoE+FjcaVltwe0sdpUUMuZyn8eMMYV+XC9A7cAv/LiQ1vpV4A+zoFV5daql6aajte4DUtk4GL/JbjjkTYIAfyb1EoST6l3OzWdv3UpndzdXA315PJn51IQQQcr1X8hCzHpKqYUNDQ1fyc/PZ2Bg4CprrR+rsLGWzucbY2Ilvr4e93BLtltwu8YXvgRUMVrrfYxfbcwpxpjz8brMpdIEJlU7gYty9abBlaZLqXZ3qrTWrcaYxklP8DYJxv/79Rk/x5+KMSbfGPNxYJ8fK+3nbLNrLykZ7aWnh1dXruTxMfJ+t1Il1qwWQuQQCZ6FCFhhYeGXli5dunBkZOQp4Cc+X/4l4F0uXSO+mcjFPo+TFpeuUZDhJsHJtOViHrAxZgleDmyXn9d1K+4HgLP9vK4f3CbB4VTqG8/AAWNMxYSjSl3C+E2CD4e8SfA0oDOTdI1Ep3bbirVjY1RWVqKrqzlt27jXJ4TIMRI8CxEgpdQxjY2Nn9y3b1+0t7f3M9ZaP3JC423ayMamBhri0zXuz4F0jQq8TY2+c4HakDEmZ6pvuJuFNcCjLlfZb+uBw1LKBQ7XAtfIJgiDHMrfj/eNuK/HsPbCgMafwBhTDqwGfuf3tc+ttpvVjh2MNDXxbaVk86AQOUyCZyECopRSkUjkzrKysrzW1tbvWmtf9HsMrbX9OT//pDpU5nYw2y24XbUJG1AQGdNDXL53DqgCWrTWm4K4uNa6H3iaHNow6QLJA0Fd390kjY5LV/E2Ccanr9wa1PiTqAV+o7WeaS3rSZ28zx72pc5OBgcHua20lGVtLPF7DCGEPyR4FiI478rLy3vHpk2bDgwPD38+iAGUUTf10rtoH/sopxzg8iDGSVMxXsOLwLjA3ObC6rObQwR4LMhxtNYvAu2uMUdWuZX2fD9TF5JxQWqlMUa5KhTXxz28FxteXr/L4e/SWqfdECVVJct5uPn11+kBvqgUbyxUfUGNJYSYOQmehQiAUqpw4cKFdx911FEMDQ3dYK3d6/sYCS24j+XYAzdww3/6Pc4MVPhUmm46/aTQqjwEpwBvnmlzkDRVAh/MgeobYd60DOLVkH4o4fhfhTUBd7PwTmDyTYw+WLPNXvjVCNHqqioeXbGC3gOU3nWauiTIMYUQ6cv2L2Ah5qRIJHJ5c3Pzyp07d24CvhXQMA/h2hKPMmprqFkL/EVAY6XEGNPoV2m66bhgNZLN1WeXg/xmvHrMgdNa78Bb1T82jPGmUOuqvQROa937t9/5zmWMD1zvx4aa138EUKS1fjnogU6KcuZFbW3U1tXxjyUl/P2zfDvoMYUQ6ZHgWQifKaUaGhsbdX9/PwcOHPistdb3FAbXgjs+mFh3KqfeByw1xmQlL9YYswCfK01MR2u9F6gLc8wE7wCeCqiqyGQeBs5xjUlC5yqd+FqabjpLd+26safiYOGNsTBrOrtV/jVAOOXjrF3/8dKxnv1bt7L38MN5OErej49ST4cythAiJRI8C+G/G4eHh8u3b9/+a2vtr/y+eGK6Bq6ms1uJvZ/kFQrCUOoaXIRtT1yt69C4oOpl4IUwx3UtrP+b1BqJ+Mpt3hsNqDRdcsorw1g0NMRQYSGEv0mwBPiJu1ELxepuW3nV3r20t7ezNj+f8zYiXQeFyCESPAvhI6XU6vr6+r/r6OgY7e/vD2rz3sF0DbwW3AdrOrvgtcYYc1xAYydljKkj5NXIGHfTEHVVPkLhAue3Aa+GGkg6Ln2j2RhTHfLQNa5RTTi8TYIfAygcHmakoGB3yJsEFwBnaa1bwxoz5uQGWur37KGnupq7IhH+XKcCKf0ohEifBM9C+EQppSoqKr7Z1NSkIpHI1621r/s+hteCe1y6RpKazq3A21wDi8C5cfr86LaWgX145eLCcgpQno3AOc4gcF5Yg7lAvT2s8Zz4TYJWWfsBVyIvLOcDoeTwJ3pLm22601oWLFjA9xcvpmofC7MxDyHERBI8C+Gfi5uamk7bvXv3/pGREeP3xV26xj/HHRpM1oLbfay/gfA2DxYAQdZ0npYL3HuNMYGnMrhc45OAJ4MeaxqvAIXGmMODHsittEdDqijiURNvFMv6+p4C8sKoNmKMWYlXdvHPQY81qRU8fMKOHSxcvJjPFRSwrVIFWhpQCJEaCZ6F8IFSqrS8vPz24uJi2trarrfWBrFx7iHG/z87VVrI/wClIZU0Kw263m+KhhnfQCMoy4CtWuvOEMaalFv1fhI4MoThCgi4dncS8Z0EB+PSNcbwgtqg1QN/CPWGIcG5W+2FZnjIdnd08FhDA7t7KPjeier72ZqPyD1KqfcrpdYppe5xf6/J9pzmAwmeQyBv7nnhGqDpxRdffMFa+y9+XzxJdY37rbb3TXa+q7P8OwLeVOZK04X9UX5SLpjMCzL32dX77dZa/yaoMdKhtd4G/MnNK0gLQt0M6m0SjL8ROnij6BqnBJqi4zZGbgqqY2Q6jrGc8b5t2+jq6uJK4MMvejngYn5TSl2qlLoHr8vnTXF/VymlHlRKvT+rE5zjJHgOkLy55wel1NIlS5asLS8vJxqNXmGtDWKl6tq4r1Nqwa217gExjgc6AAAgAElEQVTeZ4xZHsB8MMZUAt1BXHumtNYdBNvC+oOEs7qdjr3AJUGlrLhKJh1BXDspL10jPkB8GDv+RlFr3WqMCaRhiUvLuQQIs/zg5Kxd/7FSO7hwaIi+Y4/lh8BrNSonbliF/5RS1yqlnnMxwoNKqeYk56wDtlhrL7PWPmqtPQBgrT1grX3IWnsxUK2UujbxucIfEjzPgLy5RbySkpLbm5qairu6un5srf2939dXRv2S1NM1Ev0WuMAYE0T5unK3Cphr2oOodW2MacbrdLfL72tnwqUVvAqc6/e1XQOacHOd4etxXw9i7YWTnNcb0ObB04HNWuv+AK49I0f12pIvDQ+Tl5fHrXV1NO7Pam1zERAXN1xmrT0ZrxxpM3BPwjnXAo9Yax+d6lrW2nuBA7JIFwwJntMkb24RTyl1xooVKy7euXPn0MDAwD/4fn2vusYFcYemTNdIpLXehVeJ4iQ/52WMWZyN8l2p0FqPAsrPGwZ3rXcCv8xyhY3J/BFY4UoG+qkuzPrGKHUTEF8lZtIbRa11N1Ax2eMz4SqKHAc87ud1/XBYI3srN2+mbMUKbopE2F2mws5BFwFSSq3G+4QxFk+sA1YnnFMF1EwXW8S4GCO0ijzziQTPaZA3t4inlIpEIpGvDQwMsGfPnluttdsDGCZ+09RYKukaSfwa6PFpPrj0gFA7CaZLa70Hf9M3FuJ1EszVG4YRvMYpC/y6plu93+PX9aalJjb/SUzXSKLNGFPj4yzKgP90ewZyyhkttv6Wvj5aWlq4p7SU/n7yXQUeMTdc5v5+3v19nftzcdw5l5KwWJeCR2SBzn8SPKdH3tziIKXUx0tKSk7etWtXy9jY2M2+X99L14jPr51RZzWX+7zdGPMWXyYG+XiVLXLdPpeXnRF3s1BJNkuWpcB9yrDXGLMs02u5lfaRkNM1Jm3+MxlXonDYj02ixpgVQJ678cpJAyt4+O2trQxFo1xXUEDvl7NeLlH45wPu7z8BWGu3WGtviaV8OqustVvSvO6jwJv9mKA4RILn9MibWwCglKqsra29pbm5mdHR0Wuttb5WIkiSrvFwsprOaYgCx2eaC+yCqohLjch1o/jzO+5MoCnLTWBSVQac53KVM1EMhFldY0JNZ+yE5j+TGcUrpTdj7n19Dt7/Jznr3K32wuvyGVtSU8OLy5fzxzHyHmlWWa8IIjLjPrGuwtsndWCKU6tdxa4Jf4A1kxxfS7gNpOaF0NrZznbpvrkneWzNFI/Jm3sWKSgo+OKKFStqN27c+Azw7wEM8a24r8esnnTTVEq01sPGmGeAs4AfZXCp2lxemYuntbbGmKgxJn+mwb672WgGvuvv7ILhqlB0ACfgbvLT5WqDF4Ramm7iJsGUbxS11gOuIkgm1TFOAva7tuc57dgRm/+xSMT+9OSTWVtRwZNbe1Zle04iY6e4v5+f8izYb629LtkDSql1Uz2WyeTERLLynLq03tzJ/gCPTvHYVAG5yCFKqcMaGhqu6O7upru7+zPWWl9XJF26RvyN7YzSNZJ4Ca9xSvVMnuwqG+RG+a4UuU1ltRlc4iy8XOfZtDnrEeA0V6t4JqqB8KqoeDWdU9okOBmt9Z6Zlq5zNbKPBR6byfOz4SPFdnRw0yZGDzuM74JsHpz9YvueHpnmvANuIS9lrq/EszOalZiUBM+pkze3iLmtp6enYOvWrf9mrfX155YkXaMzw3SNg1zawQ+YeZ3iSheMzjb7jTFpB9AuqHoGeNn/KQXHrRj/G1CS7nNd7nB4aTkTazrfn8Imwcn0z7DWdRHw89n03l7Zbwv0gQNs3bqVGyIRivrlU+TZxvWB6FRKdXKojv+62LFJytjew6H00VSdh5caKnwkwfMU5M0tEimlzmtubv6rgYGB3uHh4aQfkWUoPl3DAu/y8+KuzFqzMebUdJ7nOgnmZKWJ6bjW4fnptCp3OcMfBFpnSa7zOFrrLuCtxpjFaT61PuSOkXfFfT2InVE1GQC01gdIM/3NlfZ7r9Z6/0zHzZYja+g88cABqlatwuTlMZCnZsM+BOFYa++11i601i7EffIc+979uSXJc7YAJyfrLZGMW5jrmCbVVMyABM9TkDe3iKeUyq+pqfnGggULGBsb+4q1drev1zfqacana6yzOuVNU+l4CS+wSqnBhDGmDB9L3WWD1roNWJTGU84COkOuNuG314F3pdq62+V3hxc4e6vO8SvFaadrJLHbGJPOz/ldTJ+Kl5PetM9W3wmMDA/zq5Ur2RIl73snqu9ne14iPfH7qVI531p7GXDddDGGK617cbI4RWROgucUyJtbAEQikU8uWbLkiB07dmwfGxu7089ru3SN+JqtvqVrJHJdAZ/Ga/qRiiLCrLwQnH2p5HsbYyqAo4Cngp9ScLTWW/Bu+ldPd66rNmFDrqISv0mwP4N0jYPcpwR9qeR7G2OOwauusTHTcbNly5Gsf2dLC5VVVfxjcTEfeXFcCoyYHVLdT3VQXIxxbWKaqFKq2W0Q/KA7TwRAgufUyJt7nlNK1RQXF39pYGCAjo6OK621Qz4P8a2E731N10jif/FW6aYs8WWMKQYGcrSrXlpc+gYprMTW4W0SnAs3DE8wfjPeZCqAjoDncsjETYJX+nj1IVIrXZcH/Go2puXEvPc1e/o/jY6OHWhp4bnKSn4F7C6T9I1ZJnZzm9b+GRc7PASsVUrdAzQrpR4E3g/cNFnlDeEPCZ5TI2/ueS4vL88AVZs2bfot8FM/r50kXeP+gNI1DnIrjM8CTZMFk+54qdZ6VlXYmMYAUwSTbtV5n9b6pfCmFBzXWnuDMWbSzoNulXYktBskfzcJTuBukoqmynF3DVHeCDm/OxCN1uZ/avduent7uSYSobof39rSi1DEejyknT7kek1cZ629zFp7sfuT2HtCBECC59TIm3seU0od19TU9Im6urqotfZKP0vTJUnX6JlhC+60ufJrbwGOnuSUErwGFHOGuxEoTRZYuWN/hb9tvXPBIPBRY8xkm+lK8VZrw+LbJsEpdOJ9gjCBy/U/H+ZOkHkJjB0GlJ94IncrxaiS1edZJLY4N6O67CI7JHhOjby55ymllCorK/vGokWL8nbv3n2vtdbvFs3fTvg+1TxkvzwG/MUkOaJVs6l8Vxr6SF6V4Si8Mm1zqmObu0n6E3Bu4mMu17kwxNJ0N+H/JsEJ4tp2JyvXdybwyhxJywGg3Nr8m/v7GRoa4p6GBvbNoRuDeaAZOCALarOLBM+pkTf3/PXu5ubms7dv3949PDz8BT8vrIx6ifH/yD0cdLpGItctsBU4Pv74bC5NNx2t9RBQGL/67HK/3w78ImsTC9azQL0xpinheENoqQtKvRWIT1Xb4me6RiKtdSewMP6Y2zDajLdhdk45pYixVZs3U7t8OV/Mz5fV51nAFQ0AWZibdSR4noa8uecvpVRRJBK5vb29nfb29i9aa33bUKWM+j7wprhD/Zm24M7Ar4CDZfdco4n+LM0lFElK15UCP9Fah7dpLkQun/k/4o+5xjH7QpzGA0Asv94CHw1hzN0Jta4LgX8NuapIKOoGbf66wUE2vfYa/1FczIuQNxSRADrHpV2MQOQG5XNn4TlHKXUpXuOTW2SD3/ySn59/XUNDw82tra2vACdaa31rgauMSvwf7/SwV53juXzYM7TWvzDGNLgV6TnNVRIpxStX9iat9ZNZnlLgjDHL8VJWNuA1RGkLZWBvk+C9cUduxgZTijGR2yw5hLfiXKq1nrMLIQ8cr156fgNvur+mhjcNDPDb/n4i1qZU51uEzxUSuBSvZO1D2Z6PSJ2sPE/vZPe3tM+eR5RSixYvXvxPZWVlAFf6HDgnfkweerpGEj1AozHmOMIsWZZFWutBvCon78Q1QZoHuoAzgCWhBc6exJrOoQTOTi9eKb5zgW0hjhu6j75kj/8cjNXm5bF35Ur+C0DSN3JZyivPSqkq19k4sfTtatcFWYRIgufppfTmjmvlbSf582AIcxU+KSoqWrds2bLS1tbWX1prH/Hruq4sXXwVgJYspmsc5DrpPQr8Bd5K7HxRBVQCL2d7ImFwLaw3A8eFNqi3STComs7Tcu/ttwCvaa3DTFPJilpr869qb6e0tJSvVFfTL5sHc9lqONiZeDprgKoke68+SIoN3IR/JG1jGkp5H6/bKT76cqkdJwMPAvuBy+K+jtkiGw5nB6XUKYsWLXq2rq5utKCg4PR3v/vdm/DKtoG3QlnIoYoB3Xg3obFW17E21hXu7168YLTyO3znw/vYd+sYYxRTDBC9mqtr8UqJxTY2DeLVIl7grjuEl39cifeP4DBetYgKvFXTUTdmmZvXmJtTKV7AEsVbbSwBb1C8Ml7FSV7TQrxVyd+7Y9O+Jvd9v5tXbEVkIIde03Q/p/Px/j99HhiZI69pup/TKrz24//l5hjYa/rs3XcfWTIw8Nhofr4CKBwe/sHNa9d+NoDXNNXPaRC4CHgV2J7payK8n9OM33tXf/Wrbe+uq8vrrKvjr154AYMds3ZcLXmRZa4D8WbgUWvteSmcfw9wirX25ITjzwF/koZr4ZLgeQqpvLndRyiXxrfYVko9aK29OKRpCh8ppRTwVEVFxem9vb23aq2/CnT70UBCGRXl0IYp8JqhhFLTORVuY9UevH+0e2Md+eYqV22jDi/YKZqjZfnGca+5Cu9GwbpW7cFRqgVodN+NYW3oAZxrfGPxAto+V21lTjPGlN5+++1vtdY+2tcXxdrXsHap5D7nkLj9VNfFxw9TnL8ZeChx75Vb4JOc6ZBJ2sbU1ri/p/zYPskbf7JmBCL3/fWxxx57ejQa3WutvRFvRSiVVr9TcnnO8f947c3BwLnN3SScxPjGLXOOq/97GbDfBVOlKbTtngsatNb7tdY9wLuMMSsDG8nbJNgYd+TWwMaahDFmKfABrXWv1no/UBP2HMLm3sdl3d3dv+3tvYDjjz+cwsLrUWpuNTyaA2IryPdOeRYHF+maSYhFlFKxGOVRf6cmpiPB89SmfXMnpmK4N7PkH81CSqmy2traOwoKCujv77/eWtvtViOrM7ruxDznqNU2Z7rYuaoTQ66xBMAfgBNcTdy56my8HNgROFi6bvHUT5ndjDE1jE8lexI43xjj/2qwV9M5vgFQS8ibBGOr7OcDv4s73GaMWTTJU+aKRRwsQbhubN++bpqbnwf+kKcUu7I5sflMKbXOpV7ErMH7VDuVdM41ANbaxCD5PCQlNCskeI6T4Zs75mLgOX9nJsKQl5d33YoVKxZt2bLlRWvt9+IeyvQf3MRV3AcyuFYQqt2qHHCwCsUTeIHHnOPqGx+Od5MQr9MYszDJU2Y9F0gWxKcsuCY4rcCpAQz5EIc2qlm834thOx7o0VpvjR1wn6yMTNJRc9ZzNdoHDt0Irzxr9+6PUl5eTkXFtUB0STbnN18ppd4PXAtc6qpmxFaSUy1/+2aSL8qtwRUziOtJIUIgwbPjw5s7Zg3SUGXWUUotLy4u/sddu3bR3f3/s3fecZJVZd7/nuqu7p6e7ukJPZkJPQw5o4KgJAERzPk1LK67CioKoiTF9XAwIOiqCIii7yora9bd9V1xlaSkERUkDzAwuad7cofpHM77x32qp6a6ct9UNef7+cxnpqvuvefUVHXd5zzn9/yenoustRMa57RWvw15LpH9umaSTVTc5BpzSWuQksZTwBPSvrnamAH8OlPTrbUeABqqVL4xP4c13b14BXP+MVmucT02EivGHrJ0jJRGONUqrZspjioAWMuq8fErxtas6aG+/gXgdpRiIML57a90yZ8LJRl3PV7viGKbo0za0ZYY5Xj22uielXmSIzhc8LyXqX64UwWGK0o5xxEP6uvrv6aUaujs7PyptTYzI4lkZkvKSkrgnB58jsVMrlHLvnKNCSRD9yxwWjUF0NIkpFdr3Z7tea11B9Aa7qyCRZqE7Mr2nGifnzHGHJ3t+TJJ93QOXa4BYIw5Cdgmry8bXcaYphzPVSRStzBpIWxtU2139+fp7u6mqekLQE/JSQDH1BC5xXXA2Uqpu4CuEpuuHc9e29wUn8GLWZxMNAJc8Cz48OEGeAfug1xxKKVOWbx48Ttmz549SP6dhq2iGy18zcmBM1aH7zRQgCSeJVZWJKiehueRW/HIYuFM9vUczkZfObsMMUbhuWvke/6EjDbWZY40ydM5dLmGyHKOJv9rHgFqq2WXQT6vfdkWwh7v6a+rO5mDD55FTc2XUCrv/40jAKy1N1hr32mtPbuU2CKtKPA2pdR3lVJXKKWukGt8GC9muaIYxw6Hf7jgOY1yP9xpHIhnPeOoEJRSNTNmzLhl9uzZtLe332Ct3ZjrWMnGjhaZiZ10jDLKFviTNTsYIE2ib87HA8DRoqWsdI7Bc9coVDQ1AtXhiWuMSQKj+awWpWjyL8ApUwomvSLB9O/Nf49IrnEa8Eg+S7q0IHPKTjoxIYnn9ZwVaxPT+/puGO/v72fBgp8BL9YqVd2OOlXE8XhFgVdaay+UOOUGAGvtL1OPRTzH/Q4XPPuI+xBXJB9cvnz5UevXr+8YGxu7vojjRwjuhjsrS0AdSHW8FEAWbMMtbiMvAMuDmEdYyILnFcA9hY6VYHJalWQlZxXp5fwUXlOPqRTG/pK9doxj2PC1/SJRqQeeLHSsaIMrXqIjOypKa13Aiu6EO1566SQOOGAByeTlMLlg1hFPzsZZ0cUOFzw79luUUi1KqS9v3LiRHTt2XGqtzZm5SaG1TnXyKsTY1GcIwGK/g2ljTD0wUmzjF631vcCuCg8mpwE/zaOB3Qet9XYq3LpOnEOKavwimdgfsa8XefHEw9NZ4TVC+XkJTY2qwbpuFnu7FubEWj4wMvLF0ccfX0My+QfgLqUUdwY/PccUOQvn4BU7XPDs2G9JJpOfP/jgg+d2dXU9iNequFh2FLrhWm1rrbaqmD/AV0oYOzOYLufmN0ccB0ohAby3jLEixxgzHzgz3YWgSLqNMRXpyiCBZEMRspwJtNZjQKsx5uQyhoy8SBDPl//owhnYvUiQPSbylopDtM5jubXO+2LtouTQ0OW0trbS3PwZYPTcYGfomApp9nMu8xwzXPDs2C9RSh28dOnSi4eGhizwSVtCn/o07bMvXrFW289MIaA+t5SstAT92SzLCtEB1BtjDirj3MiQIPL1wDOlnqu17sOTMlQiC8U5pFReAl5hjClmd8UjHkWCjcDJ7LXtKhrZZahU+cY+Hu3Fccn2np4WDjrIotStKMWLwUzN4QOzgcestc6IIGa44NmxXzJ9+vQbZ82aVdvZ2Xm7tbbkLTGt9Q4CvOFmBtTABXjNJvKRnpUeUkbtUxAkwf5gCVvaE0hm607gtYF0pAuOo4F+rXVZAYLWeosvLhQhItny3eWcKwuG+4FzijrBk2tclfZIVEWCrwX+Khr9ctheaR01ZSFc8gLJ2mnzurqupa+vj4ULbwF2Huj/7Bx+YK2921r7ssJHOsLGBc+O/Q6l1OsaGhpe197e3jc4OHhV4TNy0mmMCcW32Wr7PattIi2Y/l2BU+qAhyWQHlVGfVgeK7shhjTZ+CNTbFceMrXs2565HLqMMdP9mEzQSKa9BiharpGFp/CkSYUs/WBfuUZ/REWCNXhBZNnNqUTqMS6dGGOPvDfDxco1JvOm323cuJyGhhHgGpRim5/zcziqnYr4onBUHlKMd4pS6pCo55KOUipZW1v7jf7+fjo6Oq6x1m4t91qSwR2OIhNrtT0vLZA+mfyetjUJErddx3W913DNgATS5fIsML0SGkzIwma11nqqgcEwWawHY0ojXhOYMoOqiUDyYWBm3mByslzjk+WOWS6yWDgE+Ju4pEyFUSrHorCJMncXAKxNnDcw8NWxLVs6qa29DXh6rrOucziKxwXPDt8RU/dLgM8Cv4h4OvuQSCQ+dtRRRx1aV1e3DviWD5fsp3DTjUCx2q6y2talBdPbM49poIFhrx9KDXCbZKSHM6UdhZCgbCFwih9zDwrR7L4DKFmikokU0qm4d1qU+SUz246Xg3gknw4cmvWA7J7O35vquGVwKJ5/tx/v8x4qoG23MWYaeRuiFMtRHx0a+keOPfZopk27DBj/kx/zczj2B1zw7PANpVSNUuoTQNJaey3wEeAqpdS0iKcGgFKqde7cudeOjo7S3d19ibXWjyBjGEjGabvXajsvLZBur5GkqZ0smU6yV9pRStHRX4AlMdcCnwY8WYrbRD601t3Ev6hsOnk6RpbB3cBrcsg37iB6T+ck3iLuT1MPJCfYKe4scaYByNkAplis5XvW6o729h5WrNgM/L+kUtw+9ek5HNVPbG74jqpgGlBrrU3pcTdba++01g5EOakUdXV1X1q+fPmMtWvX3gv8j4+X7gWKatsdNlbbA/6Ff1ncp/sU0J7n0PQGLXmL62Rb/wHgVD/n6hdSSHUA4HfhWl9JLhTh0yQ+5L4gdoYvkdme3SsSXJH2SOiezsKhwE6t9Ra/Lii7DDauRbEphx+/FgvWzlvU2XkR9fX1zJz5eWDofD+u63BUOy54dvjJq4HDAJRSylo7Jv+O/EaklDo6mUx+aPXq1WN9fX2fKMWarhByw01lwmJFujWd1faAfNKONA6UIHpMGZU1E6W1Xg08FKeMexoJ4I7U++IXsq0fS623MWaRn0FkGvcCmS3rM4sEo/B0Bq9D5m/8vqho5EMpBC6DVq112VrnbFh74f+uXj2O9zbfiFI87Of1HY5qJI43PkflciBS5W+ttSLjeA9wkVLqWqXUu6OYlFJKNTU13dzU1JTo6em5xVr7rN9jiFfsXL+vOxUkmB/NZk2XknbgFRvmaiqRAM6XQDrb7sEW4F1++V37gTHmSGBGsZ0ES0Ws6xYVPjI8xJquO4hri/Z5qzHGs66LQZEggDHm9cC4D0WCudhmjInb73O5Hu15sbb+3IGB68eHhoaYN+9WoNMVDjocBXDBs8NPngfeqZRqUkrNBt4DvIinj+wDvq2U+q48FyZvWbp06Sl4AYYJcJytMdNLNgN5tcxSbJiUQPrf8xzakNmMRYLy7XiFZZEj2tzTIHDbrR5jTHPAY5RCg/gzB8UQsODPJ574TmJQJGiMWQwsAXYENYZIk0bjUiQqC9SsC2F/eO0N4+OvZenSVpLJq1GKJ4MZx+GoDlzw7PCTbXhbqRcABwEPW2v/aq3daa29Hs/94MPAl5RSoWQrlVINra2tN9bW1rJ9+/arrbUlduMqHpEJjMVBLyltewdKudlabT+QXmiY59BUM5bRG7jhEGBlTNpYnwI8XXrHtZLpxyu2jBxp7BHoYkE+Q3+qHR39rlUq6iJBhdfA5Q+ltOEuk8iddNKYLY2ZAsFaPjM0dP3A9u27OeCA+4C/HuWs6xyO3Ljg2eEna/Cs0N4MHAGsV0rVACilEtba+4CrgQ8CrwppTpfOmTNnSXt7+3Pj4+PfDWG8XXgZ36iZxhQq8jP00bkcHGr66b/l23z7lpu4aVO5Y/mBZAhbgEeCHkuCyX6xDIsMkeUMB5eN3Iu+5pqzW7q7Z/U1TnQrj6pIcBbwotY68HbFIlmpi1rXb4xpIcAs+14OOXPz5rfR0tJCTc2lwPjvgx/T4ahMXPDs8AWlVI24alyJlwH8BNBqrR1TXrbKAlhrrwOexrOxC3pOi5RSV7e3t7Nz586PW2uDzlSlAquhIruzBYJkvhN+BVVW23oJop/K9vw2trGHPU31pj7VzfA6P8YtkQbgLr+s6Qoh40yLOLCqI7de3W9uWrl2LQlrGUsk2qMoEhTpQgJ4KMRh9+AF7JEgmXYVQpYda1k1NvaZZ55+eivJ5KPAz5qddZ3DkR0XPDvyojzq03/OdlwqSLbW/gb4N7zGBWfJczZVQCiHXwm0KaUas13LL+rr62849thjp/f19f2ntfaeIMfKYAiv01tUzBObMV+x2h6dKxs9jWkcxmEoVA1wVZ4iQ98xxiwD3qq17gljvDRG8DL8UdEcymJBqduBemUtO+bM4X/e8IbrAx8zOy8HXuG3i0o+JGitjVD7nMSHBjDFYu2sI0dHv2CXLl3K7NlfBPqcdZ3DkQUXPDuyIk4Z7wIuBO5SSl2ilDpQguCsAXQalwGbgY8qpY5Pezx1E2gBBuRPICilTli2bNn7du7cOWKtvSyocbIhN/faKLTP0pI66IK59Gz0KoAuuhhnnLn7Go40SCZ6Ku3A8yJBzbnAH4MaIxfi6NES9rgwYU3nu/PCJDxP54kAamFHxx2PH388xphQG8aIpv7lwH1hjgugtd4KRFUIPDv8ReEHfrRlyxwOPHA6icQNKMWd4Y7vcMQfFzw7JqGUWgq8DnjMWvsd4HNAG3CvUmpJyiM5M4iWwDphre0C3gWcAHxKKXV46nk5dC1wh59eyxnzTzQ3N3+7paWFLVu2fMNaG7g+MhOxrgvVKzYVrIexxZvCantyKhu9hjVjbbSR6mgo1ABfDnAKxwPbtdabAxwjJ1FY10mjlrACqm+m/XswOTLyD8A9wHkhjZ/ibODBsGQ5WdgetnWdOPfk82MPBGtrP7Bnz/Wju3fvZunSnwIbzg17Dg5H3HHBsyMbbwAesda+CGCtvR/4FF42+T9T2eRswa+1dlwC6D8DFwELgJ8rpY5USjUopd4KfAj4VYDzf28ymXzZmjVrto2Ojn4xwHEKsU0ywWHRKg0eImFAD9Sey7mL66jrSnt4DPhsgMP2AXcFeP1i2GOMCbN5SpM0bAkWz9M5XX50sfy9GngiLF2/6MqfAB4PY7xspPykw5JvSDHoeJgSlX055WMbN76CkZE+4ApnXedwZOCCZ8cESqmEUmohXta4L+0xZa0dx9sePxi4Wil1sDyfTcKRKg78PvCPeFutV+BlIJuAi4OyjFNKNbW0tHx1z549dHV1XWGtDaRZRjFIBliFccMV3+GgLdoKorXeciVXvv4armmVjHSt1cF4ARtjXga8FIHWedQuoPkAACAASURBVB9k/OlhjGWMmR9QJ8F9Ueok9vV0XpvydJbW0E8CxwQtTZLA+Ww8h43QtL852El4TjpzZfcqEqzle8PD1zza0dHFrFl3AQ8cpRSBya8cjkrDBc+OCay149baDjxbpLenPWaVUrXW2h7gn4E3ARcqpZozNdASaE88Zq3dbK39hLX2fOBqa+2PJBAPhNra2s+uWLFiQWNj49+BHwU1TrGIXjIMfWgNXgFbHOjC8+INDOm2dhyyUIsBO4L2uhbv7rAWg78EUr/XFnh/+pMSQM/Bk2YFyYlAfQwC55STzkjQHTVFTx7ZDlIKaw9+OVxmly9fTnPzFcDot6Oek8MRF1zw7NgHpdR0PCeFVyql5qQeT9m8WWt/AdwG/BPi1Zwu30j9O00XXaOUSshjgbovKKWWz58//9MDAwN0dXVdFGSQXiK7g9zWl+yflYAmDjwHYIw5JMAxXg38TWudy4M6VGR7fTzgXYZawlggeXKNdB339Vi7KsuRDwJHB/XZFh/tY4AHgrh+mQTqpCOZ9tEw6xbyMT7+yR9v3jzK8uV9wA9qlSIKG0qHI3a44NmxD9baPryb1XuAl6U/lxYEX4Qn6/ioUmpmxjEtSqlLlVLnyLFjYQWxtbW1X1u8eHHd+vXrf2qz3+yjYhQv8AmKVq11d4DXLwnJ0D0ELA3i+pKZm46ng40TY3jey74jfr/1Ke1twFye9u+cns7iNvI8cFhA81gEPK+13h3Q9UtGgtogG6fUMYXmRn5j7cz3b99+1VhNTQ0zZ34F6Lqy4EkOx36AC54dk7DW3op3U7xGKbUi7fFxpVQqCHwX8EYkQ5UKrPHa2X4GOCPtscBRSp1eW1v79ieffLJ/cHDw8sJnhIcEkyoIfagUJIbQfaw0tNYb8IrKgvgM1AJ3xCjTDoDWug8ISrqxIAjv7kl4ns6p7LkF3lngjD+Rv5V7WcjnZo/WOnRrukJIUe4Cv68rC6QmrXUo/ujF8+6PPvVUE2Nj24EvKtc4xeFwwbMjN/+Al3m+UCk1I/WgtXZU3DQeBn4OfE0eT7lsbANeZa29KqyMs1KqZsaMGbcsWrSIwcHB66y1kdiW5UOyZ75aXYlEIJTuY2WyC7jQGONbMZ0x5kRgWXQuBPnRWncYYxb6eU2RRfT5ec2sZHg6k1uuMUFaq/L3SfDnF+8m2kZDhdgRgNf1XLx6gVhhbc33xsb+tae2NsmSJb8GXnCNUxz7PS54dmTFWvsSYIBPAq9JZZHTnDcAbgW2Zj5urV1TzBiih05Oda5KqQ+tXLny8O7u7nbgX6d6vQDZ6bNX7HwpSIwlEtQ/DZzhx/UkiDwReMaP6wXIgDHGz8BvRkiOIjel/XuwhBbc3XjZal/kG8aYFXiB83o/rhcEorWv9WtnJQqP9tI44XW9vW9j4cK51NdfgVI8HPWMHI4occGzIyfW2i8DfwC+ArxGHrNp0o09SCOQMhuefA3PP7pslFIzFy1adF1/fz87d+68NOiixKkgN9waP264xpjZRNBAoQz+DCz3ye/6HODhUDyOp4DWuguf5BvSSTAMa7rr8CRXKS7OdWgmIp/5X+A1U3WikCDydcDv4ibLyUQ6PPqVfZ4XpUd7Iaxl1ejo1fds2LCdAw9cA/zvSc66zrE/44JnRyHeitfN7EKl1Omw13kDr932VDx8vw1crpSain7w8zU1NbPa29sfxrPXijVyw51Sq1/ZHrchFY9NCZnjr/H8vctGmkZsI8JGGSXSMdUFg2Svg884T/Z0bk95OheLBH4P4NnXTYUZwH2hLBj8oWequwyyGxXbwDmFtcvP2rbtwvGhoSFqay8Dhm+Oek4OR1S44NmRFwmUP4ynxfuqUuotSqn5SqmzgBXAb6dw7TXAv1Fm+2al1KHJZPITW7dutb29vRcF1e47AHZO0RM4VhX5hZBAqNsY01bO+bJYWAA8Et9t7X2RrOmABP3lkgTC2EnJ9HQuVCSYFa31E4AtV+Mu581DrA4rhBG896kspG5hvFI+19Z+7F83bKghmVyLUt+uc9Z1jv0VFzw7CmKtfQK4DPgGcDLwaWCTtfZX1tqpZj+/CJyrlHpFqSc2NjZ+69hjj60dHR39vrW2UjKSIF695RRYyTnNWut+32cVLPXAmWUGk4cCr46Lp3MJlB1Yyf/TWOCFkV6RYDGezsXSBpxW5rmnALPjLtdIR96fqWifG/E04xWBtc1XjI5e193W1sbcuTcD26+Iek4ORxS44NlRFNbabmvtj621VwBXWWuf9+m6PcDVwI05Wn1nRSl13rJly87u6OjoHRsbu9qPuYSFBAejlBdYzSGMrXyfkezzVryugEUjGtozgLuDmFeQaK0HgellulDMDEnbXW6RYC7+Aiwxxiwu5STpGLkE+OsUxw8dsRAsWYoV/yLBXLzx3LVrl9HW1kptrU446zrH/ogLnh1Fk9Zy228Luh/iSRHeU+Q86mbOnHlTY2MjW7ZsucZaWwmFc/sggVFJ0g3JbtVWYAY2xb3Ay0r0uz4W2Ky1rrj3WNhBiZ7AoqEN/j1W6k7KLBLMhWRi7wLOLvHUE4A/V4KOPwe7pYi3FJoJR5bjK9YmVw0OfmXX9u07WLr0D8CT5yvFSVHPy+EIExc8O4omKE2xBOOXANdLe/BCXDQ+Pr7i2WeffXF8fLySi1a6jTGlFFgtkILDikSaiPwHpfn3dgC/D2ZGwSO7DIPSarpYZgbeMdKTa5yb9si/l1okmAut9VrgvmIXSZKZfwzP1rAikV2G+mJ3GUTrXFd5WecUR79hw4bz6O7uwnMzHf9N1DNyOMLEBc+OWGCtfQh4EMiroVNKzZs/f76x1jIwMHCJtbZSs7BorYeAZDF6SQmyY9dJsFTEr/h0Y8yiQscaY84FuuT/qWKRBjmzijnWGLMwJKeJdLnGMNZ+wM+LS4fJ1xtjGvIdJ9ru9wOdlaR1zobWugMotkFOrD3aC2Etq8bGPvXN3bsVy5evA/6r1VnXOfYnXPDsiBNXAh9XSi3LdUB9ff2XlyxZ0jw2NnaXtfbOEOcWCJJJzrutL8G1qmC5RiZP4wVWOb9/jDHLgcVApRVG5qJDdL05EblG8K93sqfzxwMaqQvxh8/DKcD2ys3ATmKnMWZGvgPEmq7iF8LWLr/U2s+PNjc3M2eOAQZuKniSw1EluODZERustRuBbwE3ZHteKXXsokWL/mn79u1j/f39U9ZnxoidBfSS06mgivxCyLb+buD4bM9LUH0GcHdc23CXimRV+40x9XkOC97X2fN0virtkZI9nUvgEWBprs+2BJmHA/cHNH4UjJDnviqf7US1LISt/eePb9zYwJIlCZT6Rr2zrnPsL7jg2RE3vgq8Uil1SvqDSilVU1NzY3Nzs+ro6LjFWltJXrB5EVmCyqaXFN2oquBCqlz8kb3ewpnMBjZprdeHNptw6McrjJ2EeBz3hCBdyGwkVJanczGIDvhhcjtRtAL3VKDtYk601uPAWB5LxtlUQEOUYrG28bvd3WbHwMAA06ffCLTHxrpOKXWFUuod8ucKpdSKKV5vhVLqu37Nz1HZuODZESustf14uucblVI1aU+9vaam5tTnnntux/DwsI5oekHSS/ZCuiZgMOS5BI7WegfwTGYXPgk6LJ4zR1Uh0gSVWUgn2chk4NlIT66RrjX/9yl6OhdEa/0ksDUz426MmQXs1FqvDnL8KNBa95JF4y76775K13ZP5tw3Pf/8YXhrw88m4pB9VkrdBdxtrf2l/LkB+MUUA+hf+DQ9RxXggmdHHPk50Ad8EEApNW3OnDnfXLlyJcPDw5+z1nZFOz3/kcCpVqrwgYmgqqFatnizMAq8I6Pb4snAMZLBq0ayBVZ1eK3ugyY9Kzjod5FgHpLA+anPtnyu38AU29THnN4sXUTrkQZJ1YS1rIKvdDY1zWTlyoeBP0eafVZKvcObl30s46nrgLIyx3LNXVOcmqOKcMGzI3aIJd4lwBeUUi21tbWXr1ixYnF7e/uzwPcjnl6QDOFlmlNUtDVdIWRR8ChSVCba2KOBh6KcV5BI1nE8IxM7W1xIgsPzdE7/vg+tZkBcJXrw3luAw+TxF8KaQ9horQeAaSkpliwYKtiarhCHvG3btvcze/Zspk+/IqHUaJSNUy7Esz7M5DHgLKVUSf76kq3uAtb6MDdHleCCZ0cskazBb4HrFy1a9Jnu7m66u7svstZWRQFZNkQj2miMURJI7g+Zjr8C86Qj3bnAfZVuTVcI6Ug3BzxrOjwv6+AI0NO5BP4XOMUY04y3WPptyOOHToZ13YIKbvRTEGtZNT7+6R+/9FI3Bx3UC/zk/Ait614OvJT5oLV2bdrzpXCWtbbiOpw6gsUFz444czXwj/39/Q2bNm36L2vtH6OeUNCk3XDrJJiuakSecQdQAzwBPBvtjEKjU+z4BkPQwKY3EvLd07kYpOnLr4G5wC+11vvDwhCgyxjTBuyMeiJBY23r+3buvGJk69atJJNXA71RWdfNJH/ioWjds8g1fj7lGTmqDhVQ0ziHY8oopU5qaWl5uLW1dezcc881ra2tvXj6yTvxtoHfxl73glXAk8D5wDS8IrudeK4OJwJL8ArRGoBf4dm/nSbHgmeX9SR7PW9H8Lbp/oKXKZuP1zK5AfgJsAzPaq0BbxF6D7Ae+Ee8QHAcLxj8O/AWPJ3rAJ7O9/8BRwEr5fVkvqZWGf/eKnpN+d6n3XhylWnAWJW8pmLep6V4N/n7gnpNp95332/qRkZOTo6MkBgfZ/7WrZf/24c+9FSArynf+7QNz9O8D684tlLep6l89l4m191RRa8p5/v0zDMHn7Bmzc/f8fjj/4WfWGuL6twokozdwDuttZnOMiilLHClFBAWutYKYEUq65xy2rDWXljK3B3ViQueHbFEKZWYOXPm35YvX37cwoUL7zzxxBM/Jl3LqhrRwtYAM4Ct1VeZPxljzEnAAcA84N9EL1rViCynC68VdzBZWM/T+eG0R7Zj7bxchweNMeY9eJYMjVrrn0Q1jzCRxji7gVppT1/VGGPqfv/7FTt6eq5v7u4eYPPmu8asXVFUm3Y/kID3JXIHz7uB26y1VxZxrQustbel/eyCZ8cETrbhiCVKqX9YvHjxcVu3bt02b968y4CzimljXQXUsTdLV1RL50pGuuodA/weLwt3WrQzCh5xnRgVyUq/MWZaoXPK5DcZP785oHEKYow5CKjFy6gqY8yhUc0lLIwxTcBu0fAn95Pvr9PnzJl51QsvHMfChXOoq7uqRinCLB4stBCdSRESGifXcBRif/hldlQYSqnm5ubmG5LJJJ2dnZ/+4Q9/uBp4gSoPJqUyf5rWekQCqyFjTNamGlXEgcAacZv4C17BZE2BcyqdJJ48BTyHlQbfR/A8nVvTHgnc07kA84GH5HN9P3BEhHMJixr2WtMN40kmqhZZHIy//OWP/WBk5FO3bNvWzaJFfwX+eL5SnBTGHIq0Mc17TMoLuhotUR3+4YJnRxz5rLV23lNPPfWItfbH8thDQKJAe+NKZ6HWOr372Ag5OtJVETuQhihiXfcH9uoxq5WZqS18keWoABZJ6V67kRQJppCmMM9LW3a01puBB6s5EysLQJXyK5cuis3RzipwZgIPa60HrD3u4xs3vm98586deK6jo3eEOI+15C8KLGQ5dxZwtlLqu+l/5PGz5Ofr/ZqsozKp2i8vR2WilFqxZMmSTzc0NDA2NnaxtTZ18xnH294/MdoZBoM0VNgn0yHBZFO2tt3VgDHmfcBYuq5ba70HeKMxZkqtdOOKaGC3pj8mmufW7GeUwWRP54/nOjRoRJbzEaA746ntwAdF2lCNzNVaZ/4+bzHGLMp1QiVjjFkKvDW91bq1n/j64OBcjjhiDPj+ihCt6x5DrCDTScso57Wds9beZq29MPOPXPdu+bmgZtpR3bjg2RErGhsbv7lo0aJkb2/vj621f8l4+gHgGCm2qhrS5Br9mc9Jk5SFk8+qbIwxB+PJF7J53/4ReF1mG+tKR3ZNRnIUgXZKYD01PLlGuqfz7yLwdE7nVODZzC6Zshh+Gjg7klkFSFoxaDa6jTEzwpxP0MgOwjnIDlIKa2ddPjLypSGABQu+Cez6ZkhT+hleljiTswDn1+zwBRc8O2KDUurMtra2N27cuHFgcHDw8sznpfDmT3hf1NXEfPF3zkVXlla/FYsxJokXNP0uWyAp/xftwAlhzy1g5kiDlElIMDkq/zdTIV2uMYa1503xemVjjGnFs1p7MMchjwILpFFMVSAL4fpcHu0i12kMd1aBcxTQq7VeN/mpd35i7dr5LFkyg5qaLzSGkX0Wl41dSqnMAPpC+bMPSqlfKKUuKOLSKyjBI9pR3bjg2RELlFK1tbW1N/b397Nt27YvWmu35Dj0aeDRatFLGmOmM3lLex8kI11NOuDZwP3StjkX91Dg/6WSMMbMA/K2Wtda7yDLdnPRTJZrfLXsa/lDE15DlOFsT0qr6v+HZ8tYLSwssBAG2FZlu2fdwP9ke8Lamu8NDFy3ub29nenTfwisvjnbcX5jrT0bT7d8gfy5Hs++Lpve+Xi8wuWsKKWuUErdJcedpZS6q8hg21HFVEUA4qh8EonEhXV1dUds2rRp3djY2NdzHScZuheB11aJK0MNXiV+XrTWHb5s60eMLBbqtNZP5TtOtM8vGGNeEc7MgkPkJ0Op4rEC7ChrW39yC+7tWPuZkq/jE6JZHxbZUU6keLDdGLMknJkFh+wOFfTsls/BsA+7DJFjjDkF6JLf1xyc8K4tW97AyMgQyeTldUpxXRhzs9ZeKfrl2+TfWQsFrbUH5tMwW2tvsNaeba1V8ufsdP9nx/6JC54dkaOUmt3a2vrFtrY2RkdHL7PW5m1LLTefBIRjfxQUkj2v0VqPFTzYoydAT+CwOAWvs16xHF0FRVZ1eJ3fCiLZ2EQZRaLfzvg5Sk/nWuAMoNjX0AicUwW2jArPerAYRqlwJx1jzFw8y8FJtRrpWMsquPLns2YdQFvbGuC3V4ZlXedwBIULnh2RU1dXd+3y5ctnrl+//gHgP4s87UHgSKnmr1Tmaa13l3D8MF6jiYpEtK3LgUeKOV5rPSLHnlKpjiOyQGoQvX6xjFPK+6zU7RnHR+3pfDywTWvdXszBYs+4Da+VdUVijGnA210oqiOoaKIr3brudDxruoI7Z9aueHdHx4eGm5ubaWn5nIKhSd3/HI5KwgXPjkhRSh2+cOHCj+zatWu8r6/v47bIfvHSVGM1UJHbvcaYFqC3lHMkK1lXqYEkXjbyPnkdxfIMXoZubjBTCpxWCjRlyEQ+28Vpn70W3OenPTISsadzAjgauK/EU+8GXi5BaEUhv4/Ts7nl5ENr3VmpuyoiLRoH8sqv0rH2wktefHGMlStrgJsXhWhd53D4jgueHZGhlFLAN3t6emo2btz4fWvtk6Wcr7X+E54TRSV+jqenGmWUgrg1zA9gPoEi79GDWuvnSzlPMnn/gacNryhEhjBepNY5k+3GmGLe599n/HxRGWP5yTS8IsE8GtjJSOB5O5XpRDEDGCjz3F5jTEVloOV3uRb4TbGZdgBrW77T3a13vvTSS9TWfhnYGpZ1ncPhO5UYdDiqhzesWLHi7N7e3q7h4eGry7xGPfDeSsrGGmMWaa1zuYkUw55K8oqVIPLtwOZyzpfgc5Ex5tW+Tix4WsVBo2REB2/zel17ns7pgVekns5S0HpeZnOQYpGM+zHGmAP8nVlwlJt1TqG17qXy5BvHAyeIrKpE3vLGrq6TWLp0JrW1n28Mq3jQ4fAbFzw7IkEpVdfa2npTc3Mz4+PjxlpbVpABbMJrtnGQj9MLDMkylRVcpJCsXiV1Zjsd2FlmBjbFauD4Slk0SCCZ12miEKIFnpfnkHSHgKg9nRXweuDvU7zUWuC8CtpNWjjFhXCq82BF7CaJW86rgIfKOd8rHvz0bcPDY7S1/RH4+yQ/f4ejEqiULyhHlZFIJC454IADlm3atOnF8fHxW8q9jmwb3gmcXSHWT7UU6byQj0pp9WuMmYXXKGNKBWyS2buffe3YYol8DoenuFhIsc0YM1n/rNST7OtmEbWn89FAn9b6xalcRGu9AW/R8XJfZhUgYk03pYVwGnsqRO/9WuAvkjEvC2vPvLCj4y22ubmJxsbLapQad9lnR8XhgmdH6Cil5k+bNu3zfX197Nq16+PW2jK2//YizTbuAWLdhU/aMxfr91sMXcaYuGegW4EHtNblakLTeQrYUgGWZo341OBFiivH9snEenKNo9IOeypKT2chgX+tjx+kMpoC1ZUr18jCCDF30pHP4Cbgb1O91tjYpTdu2dJHS8tq4JfOus5Rcbjg2RE6iUTiy0DTmjVr/sdam1nwVBZa6+eA2XEtvpFt7SYfb7bgZbBje8OVwH5boYYoxSI64EfwWjrH8rtLAvuxEry7i2GYfT2B923oYO3RPo5VMtLgZHW5+u5MtNa7gL/H9XcZJtwmCjZEKRaxe6uPa+2GzOsY4LHytM77Yu2ySzs7Lx7u6elBqSsV9P3H1GfpcIRHLG9AjupFKXX88uXLPzhr1qwR4NM+X34WcJrP1/SLJopvoFAUksEejWMmVoLbdwAtfl5XgoxX4jVniCNNFGgaUSqy4GoyxiiUeph95Rq/83OsUhHLxddTfEOUYukD/iGObaxTRZwlWi4WRJx04tpF9HC8upKi3TUK80+fGBk5hOOOm00i8fU2Z13nqCRc8OwIDaWUampquqW1tVVt3br1ZmvtCz4P8TdgoTFmsc/X9YPmUu27ikGuOSOGGasj8XS/GwO49t3AqSKDiQ2idU74KMtJp+vCW2/9JPt21RyNskhQOAV4yidZzgSSuV8FnO3ndX2iAa9DYBD0xU2KJZ/rk/HkV74Fz9Y23DY8/KUtAwMDLFx4O7DxRr+u7XAEjQueHWHyrgMPPPCV69at2zUyMmL8vrhkgh4ATvT72lPBB2u6QgwB0wO8fklI4dPpeIWcviPb+muJX0e6uX5JFzLRWo827dnztXG1zxrpY0GMVSziELEE+HNAQzwBNBtjlgd0/XJp9ll+NYHY9cXNUWYlsENr3eH/pV/3jpdeOpIDDmglmbx6mss+OyoFFzw7QkEp1VhbW/vVrVu3smPHjiuttb4UVGUi2udH4pKJFd1m2ZXpxSCV73G64TYCvy7X77dI7sErXooFEkhuDWwApZ5s6utL9DVNJCWfitLTWUgAt/us755AMvi/xFepwNSQhXAAQeReYuik0w38JogLW8uq4eEvbnzuubVMm/Yb4KFvBTGOw+E3Lnh2hEJNTc2Vc+bMWbJ169a/W2t/EPBwncD7Y7KtP20qtk7FEpcbrmhUD9Ral9UQpVhE+7zbGPP6IMcpBtHA2qCCSJT6MOKu0djXR19j41gMigSPwmsCE0gGNoUswIaMMccGOU4xSJFgT0jD9RhjIu+2aIx5I6AC+2wDcPD/6e6+gEQiQWPjlQ1KjTrrOkfsccGzI3CUUksWLVp0RXNzM9baS6y1AX4RT+gltxBx8aDfFflFsCcGeslz8LlgLg/9wDxjTNQNcmZJQ5Og+E7qHzXj4/RNn36ZMSayduVpspz2kIbsB06KQTA5PYi6hRwM4DV/igzp9LiYKTb7KYTXOOXif62tXURbWxfwI2dd54g9Lnh2BM60adP+df78+Q2bN2/+tbX2gZCGfRg4WBoZhI4EN8rvivwC9OIVM0WCMeYQvO+UZ8MYT7b1U8WDkQST0nFtbzZSqVGUsijlz/uu1Ivs+z390q0XXXQznjQmKk4DHhfteeCIDvgpILL27MaYVgIOItORBMBYVI2fxC3nHOD3wWadPaydd9mOHZcNJRIJ5sy5XkG3s65zxBoXPDsCRSn16jlz5rxzx44dQ4ODg58Ka1yp/r8Lr0lHFNQDgd900pFK+J4Is88rgAf9rMgvhNZ6E7CO6N7nJF6DixQ1E39PNYD25BoHpj0yjrUrZUGmUpZpYSJBVR3w15CHfgSYG4UUS6wgB8L8XMOEk46vVo8l0ILn3b0uvCHff/HatTNZsmQa8BVnXeeINS54dgSGUioB3Njd3c2GDRuut9ZuCHN8rfXzwNaIvGJnhrjFO4FogWvDbiIi4z0m7ZXD5j48v+tQs3QSvOazpptqAP3djJ/vSPv3ABBFE5HpwH1a6ym3mC8Faczxn0TTSCRJcNZ0hRgNW64ii4V6vAVLaFibvK2v74vta9asIZH4JvDirU6+4YgrLnh2BIZS6h+PPPLI40dGRtqttTdENI25wBvCDCZDsKYrxBjezS8URLrwYSAQm7ZCSEbwcDzP4TCZl0W6kLnbUF4ArdRm9m08sh1rP5D6QYLJ+pA/18uBt0axKISJZjFn4Vmnhcl0rbWvDY6KRQomw5aevQI4Jgy5xmROfWdf39vs4YevpL7+qhogakcZhyMrLnh2BIJSasa8efNuUEoxODh4ubW2L4p5aK3X4mWNjgxjPJFMRBJcpBB3j1khDvka4JlobrYTPAIcLtrUwDHGzAMmFwlaW8tUA2ilbscr1Eq/7rzMw7TWnYTUkU405a8D7g1jvDw8BLw2rF0GWQgHWQxaDB3GmIVhDGSMmQUcD/wpjPEy8YoHP3rFzp39rFz5HHD3YS777IgjLnh2BEIymfyXpUuXzlm/fv1fgJ9GPJ07gdNDamPdLAVOkRKWdZ0EkUsJeYs3E5Gr3AME3nGvYDFo7gDaSmBciPMzfs7XgntHSAuG44HtQVsQFkJrvRVP435y0GPFYSEMEzsrA8aYaSEMdybwUNiynHSsPelrnZ3nD9XX1zNjxmcTMHJH4bMcjnBxwbPDd5RSBzU0NFyyadMment7L7LWRtrkQLY+f0bADgVhV+QXQX8IeskZwH+JjCBqngMeDWGRNE+CuNxkD6ABzs+bhZ78XH++FtyyaKgJQb7RDfw+4DGK5U+EE9TOiMNCWOgmC32+hwAAIABJREFU4C6ioiX/O/B4kOMUg7UXXfrii4PU168HvrfCFQ864oYLnh2+U19f/42xsbFkZ2fnD6y1f4t6PjCRsTouqCydbCMPhl2Rnw9ZNARWrS8a2B1a67D8fvOitbZa62eAE4NyojDGtFCsttsLoLdneSa7jEOpAfa6dYDnrlFMwLQNCKwo1hhzErApKq1zJlrrPuAJY0xgUixjzMKI6xb2Ic1JJ5AAWnZT3gisz1MAGxrWtt7a0/PZrV1dXUyf/iVg59ejnpPDkY4Lnh2+opR67dKlS18/e/bsfuCzUc8ng0483WYQRFmRn49A3EZksXAWEMZWcqlMA/91kpKZU5TyPls7D2sVhXTQSu1iskd3UdvVElj1S/MSXzHGLACOIJ6f7ROkkYeviDwiLhnnCWSXIRmQ28grCbJLZlm86601NafZww5bRE3NtU0u++yIEy54dviGUqp25syZN82YMYOOjo5rrbVxkjCAt60/bow5NIBrN0WpE8yFZJFGA8jEpjSwHT5f1w8eBo4IwO+6Fhgra3chvw56lMkFnr3p7hpFMIznv+w3pwKPxESWM4HozVfhNcjxO5isBSJx1ygCi89OOrJYOAoIq4FVUVibXDU4+KWXenp6WLz4N8AzzrrOERtc8Ozwk4+0tbUdvH79+g1jY2PfjHoymUjQ8yA+OxTIFm/UFfn5GMULCHxBss4vx+vuFztEXrAa/y3NZouTSXnk1kFndkccw9oZpVxagklfretkx6IWeNqva/qJ1no13vyW+HVNkS/UhNwZtGi01t34L9FZCDwlMq+YccL5a9eeMb5w4Xzq6y+rgXFnXeeIBS54dviCUmpOIpG4dt26dezcufMSa20sMzda643A035lYqUgb8CPawWF+OP6qX1uBH4k2tNYorX+E5C/qK8ERCu/e8oX8gLofDsUY3JMyWitt+PvwjAJ/DROOv4s/Bh/JSWt8Qwi98E36zr5HuzRWj/kx/X8xlpWjY5+5LLHH19Hbe0DwP846zpHLHDBs8MX6urqvrhy5cpZXV1ddwO/iXo+BegGPuJT8c3MCrjZAmzz44Yr9nevipELQT6GjTH/MNVtfcnm1ormdOpYOy2HDrrswDmNXX5o3I0xrwRWxqF4LB+SIW42xpw61WvJ90HspFeZyGJmyCeN+zsJ1xO+ZKw99htDQ1cMtbS00NLy+QQMfD/qOTkcLnh2TBml1FFLly69YHBwcAy4NGprukKIfvNJ4IypXEeKqeKo+Z2E3HAHp+IVK0Hk6/EkEbFHa71T/nn4FC+1QBqS+Iu1tVir0v5MeTdEdPd1U1kwGGOagROIgWVZkWwEjjXGTLUTX4vIImKPdLacUtBrjDkQz/7uRV8mFSgXfHLPnvmsXFmLUjcd5ooHHVHjgmfHlFBKqaampptmzpyZ6OzsvM1aG0t9ZBZWAcuMMfPLOdkYUw/0xXxLex+01ruZ2g33eGCX1nqdT1MKg98BZ5Tr/SxZ3EjajpeLBPplfa6Fc/AaZcRWlpOO1noA+CPevMtCOgnGxpquSLZJR8CSEbnGOcBvK+E7zNrm7/T0fG59b28vixZ9X0Fn7GpqHPsXLnh2TJU3NTY2ntbe3t49PDz8L1FPplgk+/xLym88kKQCtniz0FHuggHvNUfStrdctNY7gPuAOaWem8re+ibXCJeuctxGpBi0HXjC/ykFytPA9nJ2VqRuIRYe1qUgtnLjZRaJNgN3x9QtJwdve++GDYcyfboCPtfoss+OKHHBs6NslFL1iUTi63v27KGjo+Nz1tqdhc+KD9I4pd8YU5IrQ5oGNlb2XcWQ1uq3pEysZLiekmC0opDGKbXGmJIcLPD8ovsDmFIYDDPZxSMvslhYBvw1rm4TuRBt9oNAUxnBZD0VGDwLo3iL2qKRRdUyrfULwUwpGKxl1dDQpd/duHELNTW3A39z1nWOyHDBs6NsampqLj3uuONWJBKJ54DvRD2fKXC6ZNyKZS5e0WGlMkgJN1wJnN9LfL1vi2ERnmdxUUgAVh9H7+5ikGBSifVasRwBvKzSAucUskNwOt7rKAopuhuMe2FkLkRaU6p041R89ooOC2tP/8jg4IeGjz32GBobL3fWdY7IcMGzoyyUUgvnz5//L4ODg+zZs+cT1tpKveF2AlvwfIsLIjfbkUrQCeZCgoxSPIFfA/ylEjPtafwNWFhCR7oWKjfrDEy0Z59bzLGyE3EKnsSlkrkLbzFcUL4hmfZG0UxXMtukeLkg4pazCHg02CkFyccv37Spl5UrdwE/c9Z1jkhwwbOjLOrr669fsmRJ49q1a39rrY1ls4wS+CNwZJHez7Ol0r3S2U0RgZUEm61U9M12Qh96L0U4rKRlnSs5056iu8iisqOBzTFv9lMQWTA8C7y6iMMbgIrMOKeT1kW0GCnWMcCfK3V3AcDaA7+1bdsnBxOJBLNnfykBe5x1nSN0XPDsKBml1CuSyeQ/rF69emRgYOCTUc9nqkgTkZ/j3UxzIj7JFVRgkxvJnI8U6RX7k0rd1k5Ha/0S8McipAzBWNNFgGRVG4qwrusA/jeEKYXBA8BLRRw3q0I82gsitQitRRz6hNa6UhyR8vDBS55/Pon3sf2as65zhI4Lnh0loZRSzc3NtzQ0NNDT0/MNa20FeIQWRvxdzzHGLM72vASZA5Us18hEMug5G2oYY47FK4yshIYoxbIZeFuuRYNY01XDzsIE4qiQs0GOMeaNQH+Fy3ImEFlSuzEmp3VdNS2E0+g0xszL9oQxps4Y80Fge8hzCgRrG24bGLh2bV9fH/Pn/0DB+m9EPSfH/oULnh2l8p6lS5e+oqamZgfwpagn4zOPAefl0AJPA6opiEzRmU0vKZrRk4GqyMylkMXPVuDMzOckO1tbqUWCBdhljJnUot0YsxzPE7qSC2CzMQzMNcYclvmEfLYHq2khDBPyjaEc8rNXAR3VskDyeN37rX2LXbJkHnV1n53uss+OMHHBs6NolFLTW1tb/zWRSLBt27YrrLVVFUxK848uvGYgE0iWcqgapAuZyGsazKKXPBV4slq2tTN4BFhqjMn0fm4BKspusQSGyPi+l0XimcAfqu2zLYHxn4CTswSTM6RhUDUyCOzzuyyLpiOB+yOZUUBYy6rh4S+8sG1bF0uW/AX4041Rz8mx/+CCZ0cpXLlgwYIFmzZtesJae3vUkwmIe4DMjFQjUOkV+fnoxcusAxPdx1qAv0Q2owCRQsD7SdOIilXhqBQWVh0STA5lyFVmAy9qrTdGNK1A0Vpvwmv4MlEYK17f1bpASn22GzJ2z+YAv5PajirjoA9u3vye8ZaWFpLJy6cpNXpd1DNy7B+44NlRFEqpZUqpy9etW0dXV9dF1tqqylSlEB3w08aYpTDRhptq2+JNRwLG9Gr9BuDOCu2sVxTSOKUzrQvfNKCKtrQnI8HTdGOMkvfa4hXXVS1a6/8FxowxNRJQqkp2miiSLmRhaIyZC+zSWldFbUom1rJqfPzCi594YjvJ5DPA7Vc66zpHGLjg2VEUDQ0NXz/mmGMa+vr6fmKtfSjq+YTAeVI8NqdKrOkKMQA0G2NWAG/QWldqx7VSmA68W9w3GqvEmq4QA3itmU8Gjq02uUYOlgJn4zUGqtpFcAp5T60skM4BshYRVgvWLr5lbExvW7hwIXPm3KBg939EPSdH9eOCZ0dBlFKntrW1vW3Hjh2DwJVRzydoJIj6O/BmoCosywohN9wa4PV4WtGqR2u9Ba8t85nVYk1XCMk+HwAchdfOen/gCWAlcHCVOcfkRGu9Ha9I0FZaG+7yOP8tHR0HcOCBM6mpua7NFQ86gkZZW/ULcccUUErVzJw58/EjjjjiyHXr1n39ggsu+Bzetn5KI9uFV6DSKD/34C3KUtvhvfJ3s/y9B68xwQz5uR+vMn6m/DyAV/SSauwwKI+1yHWH5JwZeMHeMNAn168FRmXM6TKvMZlTI15L2nE8Z4Fp7PV13p3lNTUBHwP+G1hTJa+p0Pv0SrzWxj+votcE+d+necD7gNvl+tXwmgq9T2+S66yqotdU6H06EjgO+FkVvaZ875MF3oO3QNpcJa8p7/t0000rv75o0fXvHh4e5/nnfzVg7SGp1+Fw+I4Lnh15UUp9eM6cObeNjY21v/nNbz71hz/84dqo5xQGxpj5eF/cMyVDWfUYY44G1gHT94dMrFjTpWz6RqTRRFUjEpWDgU1AjfibVzVSt9CEl3FfU52Fc/tijGnGCzJHgN7qsqjLjjFm9le+smFHa+tdavPm44H/vsBavhf1vBzViZNtOHKilGqZMWPGl3t6eujq6vp0W1tbpzFmZuEzKxu58eySm+xMY8xxUc8paOQ1rtZa91J8q99KZ67WukOaiCyT4qqqRQLnM4DnRNNeH/GUwmKO1non8CRwsDirVC1Sq/EqrfVWvMxs1WdgZSFcPzh42c0dHT3MnHk/8PvvuOJBR1C44NmRk2QyqVeuXNna0NDwZ+DnEkxOK3ReJSNfwjVpmZp24NXSWKEqka6KxyPFVJKBrepFkryfvWkP9eEVV1UzJwHJNOeYXWLdVrUYY1qRugV53fPw5EnVzHl4OwspJ52x/WAxvEBr3WHt4RePj18+1NbWRkvL1QkYdplnRyC44NmRFaXUIfPnz7+4r6/P9vb2XmT36ns6qzxDt09Fvmxr/w0vY1d1yGLhFOCRDAuvLmPM9IimFQa17GtN9zxexv3wiOYTKPJeHglMOOWk3u8cHekqHsm0D2c4ijwEHFWtiwZjzCHyz9VpDw+wV7dcdch7OdH0xtqLLt240bJ8+ShK3XqYyz47gsAFz46s1NXVfWPx4sU169ev/6G19rHU45K96Uv5H1chc7LoQB8Faqo0yJiPl418OuPxEbyFRNWR2uJNXyzI5/p+4MDIJhYsS/FkOZluE6NUr3wjSYZ3t9a6D3gKODqSGQXPLOCB9AWDZJ+r9fsLvDhmwpPe2lm37tx5+Ybx8XFmz74xAdt+HOHcHFWKC54dk1BKva62tvbcxx9/vGdoaOgzWQ4ZpQoDK2PMAmBr5uPSLOReqlM7mAAm+aJKMKmqVB+6MFtxoBSGPiIZy6pBmoPs1lpPsiAUKVZVZmGBZq11ts6gDwFVV/gs3SNf0FpvyHxOrOuqzu9Zvp/GJvuVv/M9q1cvYHh4B3Dtcmdd5/AbFzw79kEplZw1a9ZNc+fOZWho6AvW2lzBZFUFkrm/hD0kY/VGY0zVZCaNMa/CK5rL9Zp3k9bCuhqQgtd8DhM7gA9J0WjFI1n29+BZgWVFa91hjFkU3qyCRxbCWdtwy+e92xjz3ow21hWLMaYR+BCe9Vsuthljqi2AniVFzvtgbXLV6Oil3wfF8uV3Ak/e6uQbDj+pii8Oh38kEomL2traVvb09KwDvpXrOK31tiq74c6V7Ew+7gHOqYbtT9EJvgzPwzof28S2r1polIVQViSwehw4K7wpBcrBeLtEhewWe6towVAHjObrniifgXGqR75xKvCs1now1wHVpnGXhXDOTqjWnvvhgYH3jsybN5dp0y6vgXFXPOjwDRc8OyZQSs1dtGjRtX19fezevftia+1wgVN6qqHwRqydJmXYMxHv4y3ACYFPKnheB9xfyPNW9JK2Gm64xpiFRXp2PwosNMYsDHpOQSK7KWcDd6Y5bGRFsndVETwDrUV6dt+F56RT0ZpvKeBeSREdI7XW29jbtKRikR2VaYW+v0ZHL7pi3bqdrFjRDvy3Kx50+IYLnh3pXJtMJpvb29vvAX5b6GDxiq3oKm7Zth2XILEY7iLHdnClIMHCVrzCqYLIDbeiHVaMMU14HdQKIhm6/6Lyg8lZwD3y/hVDR6U76cguSVENfsT7+X4q/LON1yXwZyKnK4ZekXlUMgvFnz0v1h75zR07/nnL0NAQyeRVCRi4I4zJOaofFzw7AFBKHZ1MJi/o6OgY27Nnzydska0ntdZbKjxDlyStUrsQst27XvTCFYcsFuYAq0pYMABsr/AGOan2v0UhGeqtxpi24KYUHLJYaNZary54sCDZ6YFK9QSW3ZGhfHKNTLTWTwKDlSpZMcasBBJFSM7SGcZrd12RGGNaKHIhDGDtR969bl0DNTUbUeqbbS777PADFzw7UEqp6dOn33zMMcckhoaGbrHWFn3DFborOJPRUka73jHgMGPMAUFMKGAOB15dQpYK2EcvqQKZVYBIUGVLXCyAZ+F2VoUGk6dSXkZ1BM8DuxJpIH/BXC7aqEAfd/lcn0EJi0KY0PXXVLCrTC2ed3VRWDvrwbGxL3csW7aM+fO/p2DjDwKcm2M/wQXPDoC3trW1ndLe3t5lrb2mjPOHqcAbrlSe7yr1PAkkH8bTS1ZMMClWVmcAd5d5iUq1KJydxd+4ICJ32IJXWFkxSCHvYrzmPiWhtR6iAqVYEgjWlLooFB4F5htjlvo8raB5OdBejHwhE5GsVFwhsCRp9hTS8E/mjW9fv/5Qu2zZPJLJaw5x1nWOqeKC5xBRSsUu0FJKNcyePfvGuro6tm7derW1dnfhs/ZFgslEJWUyUgVwGV31ikZr/Syg8CQQlcIrgDVa65IXDDChca+oYiMpaC0nG5niXuD4CisqezVeMWi5n+1KdNKZRR7nhXxIJvb3eE46sfuOzobIrw7B02yXy/ZK0rjLa66TBV5JWMuqoaEvreno2M7y5Q8Cf/6m/zN07E+44DkElFKpbd84/n9/anx8/IDnnnvu2fHx8dvKvYjWuovK8gSeV0IhVS5+SmVl3DfiBYNTYWeFecU2SdBfFtJk43YqxNdcAoyHtNbPT/FSe0Q3HXvEVUSVIcuZQGu9ES+ArhSJTj3w31P8bI9QWUmP6ZQoUdmXI/6xvf3t411dXcCnGpUav86viTn2P+IYzFUVSqm3Ap9TSl0HfDbq+aSjlFq8cOHCq4eHh+nv7/+EtbasTFUa/ZVQeCPZlqkGzqkCq+XGmFOmPqtgMcacB2wvc1t7Aslmqkq44RpjFhVpTZcXCVBOMMYs8WFagSHZ8f8DlLyNn4nIXCrFhrIYj/aCSAB9tjFmmg9zCgwp0H6LJCymhNZ6K5XTebC5jPqUCaxl1djYRz+5Y0cNy5ZtAX5ypSsedJSLC54DQinVrJT6MNBgrf08cAuwUCn1jYinNkF9ff0NixcvbgR+Y62dakayIrxiJegbK3dLOwtPAsdJBXgsMcYcglc8lrOBQinIDTfWeklZxJWsc87DauC8mHekOw3YWorbRD7ESWeBH9cKCrGmK+jRXgI7iXGDHJGVnAf8xcfL7ozz9xf4txC2tu0maz+3vbm5mblzv6Kg5/t+zM+x/xHnG0HFItrmTwN3W2t/AmCt3Qx8EjhGKXV8lPMDUEqduHjx4vdu3759pL+//1K/ris33DjrJRsoUxuZDcmEPACc69c1/UQWCycD9/kVVAnbjTFxlunUATk7CZaKZCU7iWmDHLERPAh4yOdL75FC09ghdQtjU5FrZOFRYEGMpUlHA/1a65d8vOYIXv1GLJG6BR8Xwv/0lg0bZtgDDkiSSHztcFc86CgHFzz7jFKqBlgO9Fpr16U9Xisd+/4vMFU94pRQSiVqamq+1dzcTHt7+9ettWt9HqInjnpJCSRrpypdyMKTwIaYWpq1Apsl+PMN0UuOxzETW35FfkHux/OLjiNzgXvztWcuk0Hi67AygzLccvIh3w2rgDh71//Bz4vJ78m4aMfjSONUtN2ZWDvt4d5es66/v5/m5u8Ca2OzG+yoHGJ346t0rLVjwA7SulwppVSanngM2T6P0H3jfclk8oRnnnmmY3R09EsBXL+feBbetOBjNjKFZL7+CiyLUzApmblRyremK0QfXiY/Nsj/f305FfmF0FrvBp4wxsTKYUW23DtLaYhSLCJvip0nsGTDB33eTQFAa/000B63YNIYswJYLTZzviIa99l+X3eqGGNm4UN9ymTOev/zzx9nx8b6gSsbXfbZUSqxudFXGQcBxyulThOnjRlKqVql1GF4/+crlFLLicD2SynV1Nra+rVly5YxOjp6lbW21+8x5IY2EKftXrn5J33UOu+DXPcYvG3VuHA6cGgAGVhgwhO4Pk4LBmAa3oIhKAaBd8UlgJb/+7cSoGViTJ10puGThj8Ho8A/pywto0aCyNcS7M7H7jhJsWTxMhLEAslaVsFHrmpomMHBBz+p4E+3uuJBRynE6aZXNVhrHwOeBj6Fl517CXgBuAe4A3gceAp4XCl1sVIqNBus2traq1esWDGvo6PjMZlLIIjFV2OMfFPnS6FbkNwHnByHRYM4ihyKlxEPkj4gTm27W6RwNRBkkfQIcGZQY5TIkXgtqdcHPM5QXLqISkBbE0RQlUIWDNuJT4OcVwNPyPdqIIhkpTZGi+Ek3k5tIFh72g27dv3zUEtLC01NV9bA6PeCGstRfcTll6RqSEkxrLU/sNa+GfggcDFeEPNDPCupC4EPAD8BDgSuDEPCoZRqW7Jkyad27dpFT0/PRdbawG4+wihehihSJJCcspVVIWQ7dT1eBjpqzgPuDkDfvQ9y/bo43HD9qsgvgseBFmPM8hDGyolY050O/C7osSSYjMsiaZ7WekcI4/weeGXU9RuSDV6Mt2gLFK11JxAXh5UZQS4WAMbHP/bpF1/s46CDhoH/e5jLPjuKJfIbXrVhrbUwUTiItfYOa+2PgRuttZ+11v5cHvu1tfZK4It4GukwWsN+dWhoqG7z5s0/sdb+OejBREcX6Q1XgjolBW5hcBewOaSxsiKFi48RUmFqHG64EuD4VlSUD8l4/pRg5SHF0Aj83A+/3yLpiNpJR1wwAtDATkaK1H5F9H7XSeAHQWbaM9hpjIlU/ywL4c7CR04Naxfcsnv3pzZ1dnZSV3dtAnb+OOgxHdWBC55LQHnUp/+c61gpHEwddwjwRvl3Qv5OBdfb8fSKgfojK6XOmDNnzts7Ozv7BwcHLw9yrHRiYF03E29xEgoSpPcaY94S1pjpyJb28Vrrp4LSOudgR8R6ySZZrIWCSEMSxphItvXl//rIMAKMFPJ56otKviF1CyqouoVsaK03A03iJx06xpijgQVBFMDmIjVWVJI78WgPZSHscf67OzsPZPr0AWpqvrzcFQ86isEFz0WglKpRSr0LT25xl1LqEqXUgdZaW6TcYjae5nkCa+1YKoDGM+YPDKVU7axZs25eunQpiUTiK9ba9iDHy0J/FDdc2dYOpCK/AHuA2caYg0IeF+AkPFeRUBH5RiIK+UZwFfkF6cLb1p8ewdjnEIIUKQu9eK2ho2BuCHUL2VDAmWEHk1I7cRqwrtCxAdBPdJK75jAXwtYmV1n7qR/Mnj2bRYt+Dax21nWOgrjguQBKqaXA64DHrLXfAT4HtAH3KqWWpMk08n2xDgDvV0rNsdaOK6UaYCKAbgOGgGcDfA0fWrJkyeFbtmxpHx0d/VpQ4+RCtpWj6DzYAASq+c2GBOu/B04P0+JLpAtH4n+jjGLZQchb3GmNMsJeIKVkSY8Cp4Y5rjHmUGCcCPzi5f95KOyiWMlG+urpXCxa6+fxCtcOC3noM4DHQpTlTCB+4aE76Rhj5odUt7AP1r71nzZsOG1kwYK5NDRcNV0prgt7Do7KwgXPhXkD8Ii19kUAa+39eC4am4H/THULTAXRmYjH8+N4RT1Xy7Epn+e3AecDvwqqeE8pNWvmzJlfBti6desnrbWBFmDkIdQWsGl+v5HoUrXW7cBzBGghloVDgWf9bChQChJYjYbcLCZJtNrjR/G29cN8zQcAD4Ysy0knCiedGrxOeFHxR+DYsAaTRbcF/hbWmFkYIMTFsOwURvLdBTA6+tGrOjq6OOCAZ4E7r3TFg458uOA5B0qphFJqIfAupLGGPKYk0D0XOBi4Wil1sDw/6WaSFlTfjNea+9+UUlop9UVgOvAFa22Qso3Pj46OznrmmWfuxyt+iYRUEBtiJnaB1jqKrfx0HsTr3BXWNvcWvC54UTJEuNu9LdIiPRJE434nXpYu8GBSfn+e1FpvCnqsXKQ60hGSfCPltRzhYgGRi9wdou/zDOD+MLXOmUj2eVqIi6QkES6QrH3519vb379z27ZtwKcUDDvrOkdOXPCcA2vtuLW2A28r+u1pj1lptd0D/DPwJuBCpVRzpgY69W+lVEKyzW8AvgD8CLjZWvujIO3ilFKHLV269OPJZHJ8bGzsklzZ8RAZI4RWv1JMFVqRYC7kZn8knkdrYBhjlDHm/UB/lAEGTASTDWFs94ZVkV8IrXUf3mI6UI27yHIuJCL5QjoiJQjLkWFuFNKFTGQx/r6gd9CMMW3Am6JcFKbQWncQQqtyCdDrg7bWLIS1H35rX99CjjiiFqVuPtwVDzpy4YLnPCilpuNpZl+plJrYfk+12rbW/gK4Dfgn4FXymE07zsrfqQB5yFq7zlq71lob6E1fKaUaGxtvWrBgQe2ePXv+TaQjkSJygkC7KkrQVhv1l3AaDwOHidd0UBwBEwFN5EiWLlDrOilAjTy4SOOPwGsDbul8Bl6jjKgt8lJ0GGMCDaxkIRxoQXWJPI1XrBkIsrNwDl5DrbiwKwTrugVBtB0vFWsXPjA2ZjaMj4+zcOF3FWxzxYOOrLjgOQ/W2j7gAeA9ZHSaSlnOWWsvwpN1fFQpNTPjmBal1KVKqXPk2DCLms5ra2s7c8P/Z+/Nw+yqqrz/z655TFUqSWWeQWYQgiKTzCKg7YRttwraA+orooAyq5stKuCACDg0vm87tdKI2g6/RhFE5iCTYRLIPFRSqaSSGpJKzbV/f5x1i5ubO98z536eJ0+3Vfeesy/31Dlrr/Vd37Vhw66RkZFrfTxvLrZ6/MCdEYZsZAIJ4v+Mk5l0HdHangr80Yvjl8AOj0dYt4ZlswCTWcm1yCbabYwxs3C84D0flJEvUuXwrHkwhBthcAbktBpjFnp0/KOBbrHICwUi36jySr4hbjUh2gi/95/XrVu5QtaZAAAgAElEQVRk585toarqiw3l7HOZdJSD5xxYa7+H09V+vVJqSdLPJ5RSCf3bP+L4OM+B1wNrHE3gNcBpST/zHKVUTXV19S2Dg4Ns3779evGSDgXywB0yxriui5WbcGgCqiReBZ7ySC85HXjYp4lreSNazRovHrgyKKPT7eO6wENAj0fHbgB+FaKsMwBa6514Z404K0wbYQCt9Tjwvzj9Kl6wEx8mRhbBDrz7nlu01n0eHbtgrK1ePjT0L9dv3txJY+PdClZ8r9w8WCaVcvCcHxfgZJ4/rpSa7D621o6JnvkJ4BfAN+TnE/LzbcCJ1tqr/cw6V1RUXFJVVfWGjRs3rpyYmLjDr/Pmi9a6B2/kG1UE25GfFq211Vq/imNd51oALfZdVmv9olvHdBPRS7oqV5FM+2DQ2u50iEb1JbcHpxhjlgL9YQskk9hhjHHVlUG8u0O1IUwgTjrrjTHz3DyuMeatQJdo6EOFbBrG3JYlGWNmB2FNlwtr3/+lLVveNTI8PERV1WcrYaLcPFhmL8rBcx5Ya9cABrgUOD1pSqBKCoq/B3Sl/txau8rPtSql2tvb269fvHgxY2Njl1prw1TyTKbTTR2wlHgrg/D7LQCFu2X9U/BnrHsp9Ls8IKeKALy7C0ABRxhjXPleZLNwGs7nDiWSDXdtQE5StSJ0G+Ek6oB3uCVZESnbwYT72h7F+dyuINXHwKzpcnPJlS0tCzjwwE7g14eUs89lkikHz3lirf0q8CfgJuB0+ZlNkm7sBtoTPy/0+Eqp05VS55W6ztra2hsXLlzYtGHDhj9Za8NY/gP20ku6FRTMlBJymFkOHCoZ45IwxszHkQk9XfKqvGUMlwI/CaoagrTvyoUEksuBk1wKJo8BtoY465xgAvecdGqA4TBWFxLIvWYj8KZSjyXX9VuBx8WtJpTI312ji1KsakKldd4baw/69rZt/7alvr6e1lZTAXt+FvSayoSHcvBcGO8B+nHkG6fC684bOA+PUko7Y8B3lVJFZ+mUUkfPmzfvX7Zt2zY+MDDw6RLW4hcjuPDAlU5wr7SmriFuIy8BbjQbnQH8KeSZ9kQwWeNSIDmTcDkvpEUm0lVQosWXbCzfCDzoxrq8RKYtluzIIIFZcxhs2vLgQeBosRAshRac54dnU2bdQjZxJTd8i/zDihwktFh70QdWrarkgAPqUOpbi8vNg2USlIPnApBA+SKcprSvK6XerZSaqZQ6E1iC00hS7LEfAZ4EPlfM+8VT+taenh7V0dFxh7XW99G9hSJd3CU9eJL8QYfcWZW3aK0fBbpLCSYlqHpQa73etYV5iDQzzizlGFLiDXU2MoWf40yIK4UG4GcRCSQBusQVpBTagF1uLMZr5J7zQ0oYCiT3gWrg1xG6tnuNMa25X5aVVkIt2XCwdupju3b9+12rV6+mquobwKaydV0ZoBw8F4y19nmcAPdbwAnAZ4FN1tpfWWtLLbldCXxaKTW/iPeev2TJkrf29fV1j46OXl/iOvyku8QH7mxpTIsSE8CFxZQ/RWP5Tq31RveX5Sm90gRWLFOl0TQSSEWgzRhzajHvN8bMBU7TWkcikITJzzxa7ETNRCAZZllOKvL9vMEYs6jIQ7wZODzsGdhkZDNXyoahARiNymbB2o99sLf3lPG5c1uprv58Yzn7XAbKwXNRWGv7rLU/t9ZeCVztVpbXWrsB+A5wcyHvU0rVt7e339rQ0MDExMR11tow2rWlRW6gI8U03sikr7DrnPdBPIHHgUOKePsZhNSFIBta60GcyYPFbBhmE05rulysBo4sdNMgQeR5wPOerMpDZNBFsf7eobOmy5MNwNky4CRvpPfhzcBTnqzKQ7TWnWIZWQyh8mjPj5tWj45aFi9+Enj81qBXUyZ4ysFzkSRGb3tgQfc14GSlVN4jnauqqq6cO3funM2bN79srf1/Lq/Hc6T5phi9pCLc3enZ+ANwhrgp5IUMHZlHBB+2MGldV1CVQbKYA1HJUiUjZf2/AOcW+NZlwM6oyHLSsFUmA+aN9C1EbiMMIANNOoC3FPjWt+M0CYbOmi5Pdhea9IjuRvjgf+ns/OeJpqYmmpquaVBq9GNBr6hMsJSD5yIpxlEjz+MOAFcBt+YzWEUpNa+uru6qgYEBenp6LrbWRqb8l8LWQuQbEnSOhb1hLhOiA/4ThW0aZuI8bCNT1k5DT4FuI7WEuCM/D14GNhY4FEjhBN2RJEm+kVcmVqoRFVHpW8jAoxQwOEX6FjYQwepCEqMU4KQjfwOh9GjPhbUsn5j4xGc2bx6mtXUdcFd5cMp+Tjl4Did3AcPAR3K9UCl1k7W2fuXKlb+01j7s/dK8QR64g/lkYuVhO0XcKyKLuDLUi/wkK/Lg6dRav+T9yjxlhDzvO0kd+aGaqlcIcl0/iaN/zvm5JTP3osgfoswo+TvpNAKhmTBXDOI28leZcpoVuX8dAjwT8Wt7lMKkWJH+nq1deEdX1+VDvb29KHV1BfRFrspbxj3KwXMIkaz2Z4CvJE80TEUpdcIBBxzwoebm5hHgCt8W6B17cDxec9FCtLORyUzHGXaSEcngXUB+/21CjQSTE3n6e7cAUS1pTyJBxvHAEdleJ9rod+Po4SONNJXlrDDIdVARZn/jAtgFXJDH8KcjgIOiWjVLRipoOSuGsqnoj2LWeW8u+Mzw8GEcc8wcKiq+dki5eXD/pRw8hxRr7TPAfcB16X6vlKqYMmXKd1pbW+nu7v6GtXa9rwv0AHmAVmQLrCTLUR8h+65cPAtMzzGR7iigV2vd5dOaPEUcCrLKVUTrbOMQYAgPAG/NId84FXhWax1VHX8qO4wxuSwKG4hu38JeyLX6GHB2ptfIdX08ENkqYRr6s41nl3t2TRyua2ur7xwd/eraXbt2MXfu3cDqsnXdfko5eA431wL/ppQ6MPUXSqkLlyxZ8sZ169Z1jY2NfTWAtXnFbiCbO0EUrekyIg/ch4C0DaJi63QS8Ecfl+UHu3N4xU6LgXRhEnEXeIUMTWViTTcDeMbPdXmJXNvjIr/ZBwmqGiOudU7lZZyhQPvcs4VDgc1a6+0+rslTpOExm19/DaV7noeI0z+8bt2b7Zw506mpuaZsXbefUg6eQ4y1thP4OvCN5J8rpZqrq6tv3Lp1Kzt27PisNBnGAnng2nTaZwm2ImZxlBut9Vrg4Qya2CbgV6KpjA3ZvGKlcTSKlmW5eARYl+F3FmcgSlwy7cBkWT+TjCFWG2GYtN78Nc7E2HR0Eb+NMFrrLaLXT8e06FnTZcZalo+OfuKqV1/dQH39/cCD3w9L86BS6kql1Pny70ql1JIC379EKXWz/LtHKXW/UuoYr9YbZcrBc/i5FThMKXVW4gdVVVWfb2lpmdXV1fWktfbnAa7NE+SBm87qqipGco1UOoEPJFs/iXZyttZ6c3DL8g7xip2T/DPZNI3GLYgEkLL1VmPMeck/N8Ycg5OBjc0mOIWuVE9g0XdHZuhNIUig2Cff6yTGmHcDI1FuEsxBX2rDpGyEY7VBArD2xK/39X18eGJigqamqytg9AdBr0kpdT/wgLX2l/Lva8A9+QbQ8rrzrbVXyb/348yceFYpVbbmS6EcPIcca+0wzhTDW5VSVUqppXPmzLlsypQpWGs/45VlXgjYy7rOGNMExCr7mowEi5txhqAkStpvw3FdiTO9KXrJKUTU7zdPhoGpxphDYFKWcwKwLdBVeYhMzxtN9DLItV0rg3PiyghwnNy3kAmEM4j/tT1pTyj67pHoNwlm4pOX19QsZPHiIZT6waFByjeUUucDWGufS/nVjcB/5HmY8yXgnsRa+wDO7In/UEqVOpI9VpSD52jwO5zd+yfq6+tvbW9vr+7o6Pgva20kh2XkQ5JXbI24TVTGoeEkB38FFsqAiUNwXBdcmV4ZYgYRSzMJJHfH92E7Wdb/C3CiBJOn4jQJRtbCK08GgERVpQ1HvhBbxEbzeeAkkWOdBfwxjhWVBIkR40kN31NlAFYssbb9uzt2fG6jtZbp07+lYOctAS7n40Bq4Iz87Mw8A9+PZ8gw3y3/98xiFxdHysFzBJDs8qXADdOnT3/H9u3b9wwPD18Z9Lp8oAdH81uP4xsba2T4yZ9xgouDgEfiHEjCZDC5WwLnWuKfaUdkOOtwht7U4DiuxBrZ+FaK28hQ3K9r4SmgHZgNvKS13hTwejxHejPaRJYTm6bIzHzwn9asmcn8+VOALzUFmH0+FliT+kNr7dqk3+eiF1ia4edQ3BTg2FIOnqPDq8BET08PmzZt+rI0E8aaxOAUYEaMtc57IYNTtgIva623BL0eP5BNQyOg9pOgCuBBnOlsD+0HFZUEu3GCydhvhAFE2/wbHDu+vwa8HD8ZAhoSmeg4Y2318sHBL6/etKmDhoYfAi/fGtBSWskuCcqpe7bWLrPWXpXlvbFxAnIDFV/JbLyorKy8+KCDDrqjvb1914knnnhjTU1Notx9L44W+L28PkRjOfACcCFO1nYI2IFjiXYcMB+nu78O+BVO4HIKr7sfPCLv/5T871FgLU4m5XScjNmIvP8uYCFwjPzvCpzs6XrgozgauAmcEubfcIZATMUJiseA3+MMDThAPk/qZ5ou538wRp8p2/c0ACyW462S80T9M+XzPc3DGTLxQIw+U7bvaY+cdxxH7xyHz5TP97RQznN/jD5Ttu/JymcZwqmqxOEz5fqeDsbRd/fF6DNl/J46OmYtXL36tU8+9NC38p20mBNrbd7HEklGD/B+a+0v0/zeAlel6pkLOP49wBJr7bJi3h9XysFzBFBKtc2ePXttW1tby5QpU648++yzV2ut/yfodXmNNJJN4JTz+2MyhSwrxpj3Ah04AfQqrXU6HVuskMbQbcCs/SHbLprQjwG/xXlY/0prHUdrvr0wxswRS7M5+8n3PB34J5wA8H3AnftDlcEYM0trvXU/+p4Pf/zxpVc+/7y+oL29gZdeunEC3nGStSz34/zikrGGzMFzD3BnhqxyrmMfg7PZOCNNM+J+TVm2EQFqampumDdvXsv69esfmTdv3jeBGclOFDGmUWu9W4Zl5Bp5G3lkUMZMnCaPPwAnJ1vXxREZoDGutZ5IBFZBr8kHjgM6RPt8H3CuOFDEFvFoTzRFbku1rospb8PpW+jEkd2dGuxyvCdpIwywK+E2ElekGfSUE09c85nt2z8+XFVVRVvbFytg6P/6uIxcTZmtOJn9YrgHJygvB84plIPnkKOUOqy2tvbjmzZtmhgYGPjUL37xiwngR0DcH7bT2HtQRlceo36jThPwO631mDTe3IVTsowz01Kmre0yxjQHthp/6MHJ5qC1Xo1Tbq4NdEXe05DwsRYtsE1yZYgdElQ9DbwoP3ocx5Yxtvdt8WgfS3IU2U38r+t64G6tdY+1H7903Tqort4C3HGIX82D1tp8BtAUPKRG5BpXiV1dmRTKwXOIUUqp2trab4+NjVVu3br1+9baF2Gyc32GMSaWGiS5CQ8nN49J80lsH7jGmIXAluSBKFrrbcBBcd00SDayO/lnWutdxHjDYIw5DlidPBBFa/0S8MZ0UzXjgJTxU8v3O3A8vWOH3KPOAdYk7mHiaf0cjotOXJkuA66ASSedAXHSiR3GmDbg9MRntrbl+319163v6emhvv7rCrq+5eNy1pK9KXBtlt/tg1LqZuDudDKQMg7l4DncvGPRokVntLW19QM65XfrgRNiemOqJs14Wwkm000ejDQSNL2N131wk+kGzo5bxirxeTJMW9smVlexwhgzDzgMR8efShPOsJRYIfenfTysJTs5FFNZ0gmIFCnl5xM4g1MW+b4ijxEZzj66fa31EFArmfi4cR772MOd/0E40x5++EKqqr7Q6KN13XPAtNQfJqYLFpI9Fq/np1MD5/KY7r2J4wUdC5RStVOnTr2tqamJzs7OL1prUzN0/ThlwTgalzfJTTcdO1Im0sWBY3Gyzul8UVfhdOkf6u+SPKcax2liHyToGItTlUE2CycByzNsGJ4ADo7htV1JZmu6YdJvGCOLjKc+FEemsRdyXS8H3hqnYFL+ToezDIAZI37f88E4jiCvJv/cWpaPjHx19c6dfcyf/wDwrF/WdXeTPhY4E8fBKC+UUmcCOzMEzmWf5yRi8wccN5RSn16yZMmiNWvWrJqYmPhuhpc9BwzHLMiYo7XONn1sDKiISyZWMm+JjuZ9kNLnIzhWbnGiTSQamRjjdWurODADqNBav5Lul+Jj/hKOzVcskACxKsNmISHFqpYJonFhHvBipmtba70SZ9OY03c3QtSQZbiR/LeI22jnRuDh9BuGoz6yfv25EzNmzKCu7ooGpSZu9HoxEuzulOA3mY/Lv71QSt2TOk1QAuT3A71KqTPl3/ky+vsaCpR+xJ1y8BxClFKzKisrv7B69Wp6e3svsdamzdyI9vlRIBYNVtIoli2gSgSTFiejFQcagB9nybQj3frPxSXIEA131uljohGNUxa2EqcBNBuP49gUxoV2rXVPthdItSUWmn75++zRWu+TdU7hHhyf78gjG6S6bPcvgDg56chzalWmiZHWsnx8/JOXPf/8JqqqngbuuUopjvd6Xdbas4CzlFIfk3834zhlpAt6j2HfaYJ/xrHQvD/p3z3y7/wMx9lvKQfPIaS2tvamhQsXNvf19f3eWntfttdKxuodxpgDfFqelzTnyEYCoLXuIwbaZ2PMfOCYfD4zjh3Rx6LuRCFVEpvP9LGEV6wPy/IUY8xbgbm5picmjSq/MOplfZGf7M7z5duNMZG2opRK2AfJQ54gSY9aY8xpni/Me6aTRtOegQGRtUQW0fBfSI4pmdYeeNvw8FXbGxsbmTr1BgUDP/Njfdbaq6y1d8q/qzIFvNbapam+z9baqdZalemfH+uPEpG+QccRpdSyhQsXXjg8PDwGfDbPt92P01QWWflGho78bHRH2StWgqNzgZX5vF6Czb8RfY17uzR+5svuKHvFGmNagDcCf8/n9dLLMAIc6eW6fKBJa51X8CzDjyoiXll5A051IW02Mg1bgMPEsSGSiEd7XhthmEx6RHrzD5wMvCKVsRz863sGBhayZEkdFRXfXOxj82AZHygHzyFCKaWam5u/09TUpLq6um6z1q7K530ynawDeJO3K/QG0f3mk32dRHSUKsIP3OOATq31xgLe8wwwK6rZWJm4VkjgnAgmoyzfOBdHG1lImf5PRHhATjGT5aTPIZLZZwkizwLuzVVdSKC1HgYeBN7u5do8ZkaGJudsbBOLysgh1ZEDcaSSObG2+fHdu82Wvr4+5s79KbDBT+u6Mh5TDp7DxQeampqO6+zs3DE6OvqlAt97P5Ct0S7MVOFk2wpCHrhR1UvWkOdNOIFsGH6NY8wfKSTTPp6peSwbopeM3PdsjKkFNuA0AuaN1nonjv4wctIkqRLkW8ZPZWdEqwwtwJ8KrKiA49TQFUUpg/w9Fvy8kQa7iYgmPWqAn0ulJE/efv7GjUfbxsYq4NpGpfC8ebCMP5SD55CglGqoqKj4en9/P52dnVdZawt6AElma6sx5hSPlugJElTVFHZD2ovtUSt9Sin/uVzNVOmQDUOPMeZA91fmKbVAHqXOjAxIMBoJ5LqeDTydb1k7Ga3133Hs+qKWda+i+O95TN4fGeT7aRcXjYKQQPJRoC5KwaTIA0eLua6FcRyrysgg99tG2djmjWNd97Fr16/vpKrqF8DjV3izwjJ+Uw6eQ0JlZeXVRx999LyJiYkVOOO3i2EEOEAa0aJCe6E3pGQk6LZRsa6TseMforRu+0rg1KgEk/LdNOTqyM/BCNEKrA4Hji1hUwiO7dmp7izHe2TYz2gWv9+syPuiJsU6hRImYkrz4ClES+PeCPQX+2aZrhkZ6YbIck6jyM9s7Zk3DQ19cvSII46gsfHKSqXGytnnGFAOnkOAUmrB7Nmzr9izZw+Dg4OfttYWtaOXkvjjOHrJ0AeTUqJ1w7JpGCezGQXOAp4oIWuTsPfaRHQ07tMovpQPTAYZ9RG5rutwGoseLPFQzwHtMro91Mj3MiV57HgxSDUmEo3AkqRox/meSuEBnHt26KfFygapKPlVCl3GmNlurMkHjgM2SG9RkfyfyzduHOKAAwaAn15dbh6MPuXgOQTU1dV9c+7cuXXr1q37lbW2IB1sKlrrV4EhojENaIo0hJWESFaawh5YyVjeJuB5Fw73EE63fqgHiUgWsdKFhy1a625gVumr8pxjgNWlVFRgMhN7H86GK+w0UkTfQgZ2SHNp2FkGPFbKRhgmm2JX4GQ3w04TpcmvgElbxqGwbxjkmTIfeKyU41g7/44dOy7dBjB9+s1A3y0uLK9MgJSD54BRSp1cU1Nz/iuvvDI0NDR0uUuH/Q1QGWav2GI68nPQh5PhDDMTwD35duRnQyQQ/4UzZCXMzMwxMbJQBsP+wAU2UnrWGQAZxPCHsG+ScGkjDJNVhqqQ378U8JTW+jWXDrmcPG0rg0K0zlWlbhYSSJUh7PKNOuAPpVZUHC54z8qVU7C2G7ixqZx9jjahvTntDyilKqdMmXJHZWUl/f39N1trC7Ety4hkrA4CTnDjeG4jwU9B1nS5EG1paB+4xphlwJh4nbqC3NBPNsYscOuYbiLWToVaWWVFa91LiB+4xph/APpK1DrvhdZ6M3BeWDcNHmyEE/aboawySK/BhbjobiTXyzpjzNtCXEEr1KM9HzrD6tcvlqDvl3tOyVhb/8Tg4A1r+vv7mTnzZ8Cqb7tx3DLBEMpAY39BKfXRhQsXHllVVbUV+JrLh38GOCaknpo1gAs7+b0J6wNXrKiOw+UNg7ACODdsmwaRa1g3g8gkOsOol5SO/DY8uLaBrYRQviF9C/lOEiyU7pDev04FNrmVgU1iHJiK02waKiTAdTtwTsg3BqUpLzTIBuZcSpRr7MspF8CHmD9/FrW1V9eXs8/RJVQP3P0JpdSUGTNm3GytZfv27Zdba91onJtEJiA9Apzj5nFLpdSO/DzoDqFe8mRgRZ5juAtCyvqdOMF5mGgEXMnYpJI0xjo0fteyWTgFeMCja/tZYKYxJmybwwa35BppGAVClYU1xkzFGZTxhNvHluv6UeC4MAWTCfcTN/oWMjBK+KzrjgQGtNZpx1sXi7UsHx297I6tW/tYsOBF4P7vK8Xxbp6jjD+Ug+fg+PysWbOmbdy48a/Af3t0jheB1WHRS7rVkZ8N0UsSlkys/LefCjzt4WkeBkrWUbtF0therx624DQthemBOx1YpbXu8OLgcl0/SogGpxhjmoGSmiKzIcHkSMgsGacBf7z+ev1rpbDy7163Di7yly2Ea/hTmwdyjUmkf6MhZHKVcZxmXdex9shLNm/+8HBzczO1tVdUwOh/eXGeMt4SigBjf0MpdWBFRcWla9assf39/Rdbaz0JfKSs+CxwUEiCyXqcQQhe00cIGunkYVAH/NYj+QIwqQNeEaKx3Y04ji+eIYG5DUOGTjZIYziVHs/QWr8CbA5Dxl3uJxUeb5ASuv7mMARWouHfprVezd4VvXMkiP6xG+fRWt8LjIbhnu1Ff0oGdhCSDYMx5lCcjbBnG0NrP3nZihW9VFWtBu5cUpZvRI/A/zj3RxoaGr592GGHVQ8MDPzQWvusl+eSEvIBwFFenidPWt1qvsiGBKoV0h0eJAcCZ4mVnteMA/8gD/jAkAd+rZebhSR244xGDpq3Aoe54aKSBxXAR0JwbdfiXHN+sBunehMYIl04l9cdff6Q5mUXuhhEtwPnuXCcUqnBPQvCjCRVGeq8Plc2RJZzMh7Lhayd/r2JiRu6ZsyYQXv7t4EdZeu6iFEOnn1GKfW2xYsXn9Pd3T0AXOfTaR8G3hLkjUkavDp9POUQjidpIEhG9G04pXbPkWD1aeB0P86XhVkuW9NlRB6440FmYqWR6mAcqzHP0VrvwHEwWebH+bIwVWvtVaPgXkhZvzbg7PPhwIjWeh2AtZwLrMnw2gtdkHO8AswPspqU5NHuVX/KXkimN+j5BCcDz5c4DTVP3v+erq4D7eLFbVRWmrJ1XcQoB88+opSqbmtru722tpZt27bdYK0tYWJR/shNaT0BdXFLcDPoU2YOmNSI1gVY+jwJWOOlVjANz+GUuAOxrpNGzW4/zylesUFmJc8B7vcp057gPpzNcCCbQy+s6XKhte4EAnFYEVnOKbB3MGwtB1iLInMQXbScQ+Qwf8Rx0glq0zBTNmt+sjWoplhjTBuOdOQpP85nbfXywcGvrN66tYvFi+8DXixb10WIcvDsL5+oqqp6w7p169aPj4/f6vO578dpRAmCJj/kGqkEbF3Xh5Px9w3ZnNyFP7ryvZBNSlWiYdNnArGuk+rC0/g83EIyvr/A0Zb7imhg/ZAhpWOnBDh+0wDclcmjPSmIfjHD+4uSc4jTw9MEUEET+ZevG2GYlBkOBtTkXgP8yK9Mu8ObPrJ58zmMjAyh1GfrlZq40b9zlymFcvDsE0qp6U1NTTf09PTQ09PzGWvtsJ/nl0zGoDHmfX6eV7JjvgfOSewwxvg6edAYcyRO6c/3IEMarOqMMW/y+dTTcHFoRCEkjfr1TZYkgfOJWuu/+1lRSSCZ2PYANg0tQWyEYVK+UeFnJlaqKcdorXMO+7GWIyWIziThKUbO8SKwwE/HEdkIVwa0EQbHJ91XiaEx5ihgoc8VJKxl+djY5d/evHmApqYngd9fVbauiwbl4NknampqvnzwwQe31NTU/AX4fUDL6ANajDEH+HGypGykrzekZLTWw0C1Xw9cY8xC4Bg/zpWF7fhY1hdZzu4ggsgkevE3Q3cCwVvlDQJn+HhtT8cZ1hIkffibcT+HAit21nKCBNHpmgrhdTlHTq9oyYLOAt5SyBpKZKZU7QLBbycduX+dArg1ar0grD3g0vHxa0eWLl1KS8sXFQyWresiQDl49gGl1BGzZs26qLe3d3xgYOASr6zpciE34vtwHriVPpyyGjimUDwAACAASURBVPCxBJaRLnxoRJHNwknAkx5MH8sbGcbyV+A0n05ZjTPoIDAkcN/lxwhr8Tc+FA8GZRSCWKYN40Mvg7h7DAe8QUp20vH8/iWWZaMUGVRZy7k5gujj88xEPw4c6se0RWPMFBzbuKAZwD8nnTOAZ4KqqDhc9Jn16ytZurQKpW4rW9dFgHLw7DFKKVVXV3f77NmzKzZs2PAf1tqXg1yP1nozzkhnP6QM0zycPpY3SSNgvS59zgOU1vpVj8+TD88BlV5/5iRrOt911qlIlcEPV4YlwMteDvspgIdx3D68ppoAtPQZGMGf7PN04LFSNwxJQfRPSJ9MyJqJFrnKCuDYUtaRJxUEvBGGyUSP9Vr7LJuwPcAzXp4nF9Y2f7+39wudIyMjzJjxfaCz3DwYcsrBs/e8q7Ky8pQVK1bsHB0d/ULQixGewrkxeaYrC8CaLhejON60XjKGd9MiC0KC2T/hfTA5Kx89qI9YnMYfT5D/ll1aa08HouSLuLk87EMmtllrPejxOfJCgslGL69rCdpednNipLV8xFoqgZtI75F9fJYg+q849nWeIdWFiaCrCwnE6cPriZptwPIA9d1JvOt9r766mMHBHcDn65Wi3DwYYsrBs4copera2tq+3drayvDw8BettZ5NLCoEuTkeCpzoxfElKA+8xJuMlHvrvHrgGmNOxRk9HpbsHNKweC7OsBbXEeeDUFzTCaT06klVRa6dCwlBZi6F7cBHjTGelLllIxymDZKn1nXSK/AxwJOqmbVcYy1V5A6iX0j8QDKxO4wxH/LQfjMUlcIUPLOuM8YsAc4Ny6ZQmgf/Y3xcsXjxX4Cny82DIaYcPHtIZWXlZYsXL16we/fu14D/CHo9KTwBHCJDHtxmqpejTYtFsnSuP3BlKtWROF7aYeNB4G1ulz8lkKz1Z5hAwXj1wD0MGA/A+zYrskldAbzd7WNLM9VQmDbCSfR6pAM+DVjhdaNzUhB9Aunt/46QILpfKY6Xv7UhwHUnHXEkCtIVKS2yaRjz4P5VhTPE6s9uHrdUrD31E8PD/zY6bdo0GhquUDBRbh4MKeXg2SOUUrPnzJnzhf7+fvr6+i621oYmIwmTmdg/A2e7eVzJRgZiWZYnPRLsusk5wINhDCRlw7AW5wHtJrMk+xc65IE76qbeWx7ep+EMrggjK4BWcXtxk6kyiCZ0SGXF1WqSbLrmA0+6dcxcWMtya2nE+RvdleYlzcATSjF6222fmgu8yc2pmpLJrpaegTCyA5ji8jHfCHS7Kctxi/Hxiz+3YcMulizZAfz34nL2OZyUg2fv+GpdXV19R0fH/1prQ7W7TeJVYLlbekk5zpi/JvOFISU61x648hDbAvzdjeN5xEO4WHYXt4lQBlQJJDvs5iZpGs4kQd8HR+SDuLv8DnAzqJpFuPoW0uG2k049cE8Q8isJoqdkGbhStXPntG9/73sfv+3OO//tGy6eelaQ1nS5kKrHbpeddLZDSePTPcPapbdt337pyPDwMLW1n1ew+2dBr6nMvpSDZw9QSr2pqqrqo5s2bRoZHBy8NOj1ZEJuSmuAs13y1AxTR35GJGM6s9TjSMamBXgi5BuGPcBKY4xb2ecKHMeDsLPdjbK+aImrQ+KikhG5rjcZYxaXeizJtO8JqVxjkqQBOSWX9Y0xB+FIVALXd2cbuNLVNUv19LR9sq5uaKLUpjKpwoVKhpSBYVxq+DbGnAb0BDHEKn8+esmaNc0o1YlS31hcbh4MH+Xg2WWUUqq5ufm7Rx11FENDQ9+y1q4Oek3ZkIfPKHCyC4drCfcNaS96jTGl2l0dDpwUjk7tnEwAbzDGLCrlIKIVJMybhQQJr20XGqxOIbgx74VSi6NxL9VJpwZHXxsFxijRYUWC77eSvoEvMDINXGlp6WXx4rUKuLqY0d8w2begQizXmESeU6rUJI8xZg5OA3UomgQzYW3dnRMTN2+ZP38+s2b9CNhwRdBrKrM35eDZfT64ZMmSYzs6OrYDXwl6MXnyBHCQlOOLQkq8gWdsCmAUKFqukjSV6n7XVuQhEkg+AZxYYjA5TWvd59Ky/GAMqCr2zcaYBUA7AfvA5os06q4H3lzsMZImg0ZhU5jw9y51I3wssEl6BEJHqlf01q2zaWgYZOrUSfVUMaO/60jfqBhK5NqeUez7ZbNwCvBIkFNv8+fM8zdsWMaCBbOoqbm6spx9Dhfl4NlFlFKN06ZN+0ZFRQXbtm270lqbrvkjdMiwh7/hDPkoGMnahFrrnIoEk5UlBJIn4fjARiaQ1FqvxMmsFeWwIiXesFlZZUVrvZvSNLGnAH+O0rWNo3E/sgSN6HScMdiRQWvdJVnFgpFejUOAUHh3Z+N1r2h106pVB4wvXboKpfZS1iQGrvRkazST+15dGJucc9BljClWcteCM7kwkDHchWIty0dGPvvdjo5tLFmyAniknH0OEeXg2V2umpiYmPXaa6/9zVr7k6AXUwha6ydxfESLycZOD2sjVTbERaBYq741wGMuLscv7gYKbpaUrE1dWDxRC2RbMdZ18rfwF631Og/W5BmSif0hUHDwLA4l42HXOmegr0iv63rgFxGSnGEt1/T3t1Rt3z7j6qqq0XRZ1FbEoSPDqOcphFy6kA5JekwUKt+Qv+UK4N4oXdvWHntxZ+eH7c6dO1Hq0kqlRiMVV8SZcvDsEkqpRbNmzbpyz5497Nmz51PW2ihlqhJUAhcU4kQhPtGh7dTOg/5Cm8qMMecAm6NS1k5GHhwzZahLIcwOqzVdLorxihXN8PnAZs8W5iFSTTq8iObBaWHzsc4X+cwFyTeMMfOAs7XWkagSprJ+/eKbr7vuxnfMmLHtdNLL5qqAO5VisrlQ7u/1Ecw6AyANnYUOQnozcEyYhljly8TEJbds317D/Pk7gB9fULauCwfl4Nkl6uvrb5k3b15tRUXFL6y16carhh4JjsZxSpg5keaxkYiVtPdCsk1523sZYw7DsUCLXOCcxKs4Zf28rNwkmxdqa7pcSGWkkFG/Z+JskCKTpUrDKuDt+VaTJDsf5Y0wWust+VYZRLpwHhHRs2eh5+KLv9dqLe3JuuiU10w2F95++8V3R3UjnER3vlUGY8wUnMEykXwuWzvjc9beNNrY2MisWbcAPb8Kek1lysGzKyilTpk7d+57urq6hgYHBz8b9HpK5F7gjDwHTNQSoYaTTGitO/PRS8pm4S3AQ1EOqiTj9CDO6O58qCQ6zgvZ6DLG5Gw4MsZMxxmU8bT3S/IOrfVmYAPkzlTJ3/twlDfCSfTnOURkGc6gjA1eL8hjVgBtiXvY67rofcd/19UN0tfX8v4imgtDhWSQVZ5V0rOBx6Mky9mXf7p448ZZzJlTT2XlV2dnkOKU8ZFy8FwiSqnKmpqa25qbm+ns7LzJWhu6iUWFICXbP+A0V2REsjY1UZQuZKBXMhTZmAFs1Fpv8WNBHvN3YG2uIEPkC4NR3iwkEL3kaB6Z2Ok4G6TQW3jlwWPk5zZST8SaBLMwQn6feRxnExlpxDliOTA3+edJ478/BoyApbJygrGxSblworlwe0SlABPk+J7lb30NzgYjslhb+YOBga9u2717N1Om/BhYeUfQa9rfKQfPpfOvlZWVR77wwgsbx8bGvhb0YtxAa70aJ5ORTQscuY78HAyRxbpOss5jWutIWNPlQjKMT+Pon9N+btkgNUS0STATQ2TxBJYN1Bat9Sv+Lck7tNb9wDPZ/pYl6xxp+VUykpWsyuakI1rwl8I6erxQtNZ/B9YnfNiTsZYfWEttW9vOz+zZU58u2TEdp7lwPEp2aHJtZ9Q+y/d/DPC3hOd7tHnLu1euPJHR0UHgczXFeHuXcY9y8FwCSqnWGTNm3DRnzhzGx8evsNbGKchoAE5N9wvpdLZxedjCZDA5nEWuchaw0McleY4EGUcDR2V4SRPxkGtMIpKV+nSBlQQeH8D53HFiD/DP0tybjkbi9z1ndNIxxkzDKeUX7DoTcvYAF6VzojDGVH/603f858RERW26oStCBSUMXQmI7izX9VHA/DhUzcCxroNrflFZOYWDD14F3HdhRCsGsaAcPJdAdXW1Xrx4cVtXV9dy4J6g1+MyK4DWDBPpZoRhhK3biCauKVVHJw1Ii4l46S8DDwLHZ/AEboq2TjAjfaRvHjwK6IuJLGcS2Rg+gjN5MPXarsGZMhebjXASAxkGP50CPBsTWc4k4jbSARyX5td1OAODgH2HrqR5fWLoyuYwB2gJ94zUjLskQd4MPBzEurzC2gM/0N//qbGmpiamTLkWGPll0GvaXykHz0WilDpowYIFl2zfvt3u3r37YmttLHa3CeRh+ihOl/IkYlDfFcii/GGYpMyjBBvnAn+Kos1RLmTIy0r2/Z7nxC2ITJA0tnvygSubhxNJn5GLA3/HkassTfn59Kha0+VC7Of2Cp6lqW468Gwgi/KePwPHJPdvyD2sMZ01XVJzoeii92EOjqQjtLpomQqZmn0+EOiI47Vt7Sc+vXr1CAccAEp9b065eTAYysFzkSilbhkeHq7csmXLD621fwt6PV6gtV4DPJYocSfpfmOgH0uPTKRLfuDWA8+IDjyuPASsTfwPefBGapJgoaR54DYAd0fV7zcXUrr+JUkBUhys6XIh1nXJTjoW+ElMM+2J6tmv2bvhe7bWOuv3nNBFAyeQ3i867LrobSLHSbCTmG6ErZ36vd5eM9LZ2Ult7U3A9tuDXtP+iIpZwtQXlFLnTJ069d7+/v7+8fHxA62124Jek1dI4HwB8Asca7pdcQ6eE8gDtxs4AnguLrq5TEjm9W1a698YY2ZqreNcXQAmN4NtONrXBVrrSFvT5YNUjhYCfwNa4yi/SsUYk6gkHQQMaa1fDnI9fmCMWYgj0xjAaQYtWH4luucPkznJ9gdr87a79Bzxre8D3g08kWvDEGWUGr9IqXPunDLlKQYGPsTY2HduspZrgl7X/kQ581wgSqnqqVOn3r5gwQKstTfEOXCGSfnGOpwGm9H9IXAW+oEzgKlxD5yFQRy995txNg2xR2Q448Dbgd6Al+MXu4FjgXn7Q+As7MGpJp0AbAp4LX5RA5yG45ZTVN9CNr9oIWxWd0M4co1pQKyfy9ZW/sDar3VNmzaDuXPvBV64Mug17W+UM88FUllZedmyZctu6e7u3nj44YcfsWzZskpen1DXi3PTSjRf9eNsUBKZj0RJOCEL2I3TrJHQp+3BKasmbKUGcW4IiUlwQ/KzFjnusLxnCo7N2ghOpqEZx/9yTM7ZKOsalzU14GSRJ3B26vU4DSXgTJKrS/lMjcAlOGXftTH5TLm+pynAx4Ef4QSTcfhMkP17mgH8I04T0e6YfKZc39MBOINvfhmjz5Tre1qGI1n5c4w+U67v6XRZ5/Mx+ky5vqd34zQ5r3fjM91226fO37Wr+ea6uuFaQI2OVjE2VkV9vSOlHhurnLBW3XL11V/7poefKdv3VIGTKf8Nr8vOovA9FXXt3XPP+ad2dNz5u6OPfoHnnqulv//en1hb8RHK+EI5eC4ApdSM6dOnr5k9e3Zzb2/vBzdu3HhX0GvyAylvH43jRLAy6PX4gTHmJJwb1grxE409xphGnGl0L8dgfG9eGGPOwxlXvlGGTcQaaR5rw7Fe/E26JrK4IdZtZ+FIVbbuD5UkGW40Hedz/8jtz5yHpOMn1uJrICeTQQ8AVmut94vqWUvLa79qbHzXe6dMgddeuxF4zwmOpV0ZrynLNgrjhuHh4eZXXnnlvve9732/lmBjf6Bd9KCd+Yw3jglrcaazJaZU7Q9MwclGjuQ5nj3SyPf6NM4I67h5O2eiCicb9lugJs/xxlGnAacpdoDXs3lxpwrHFen3ZBkKVCx5SDoSVnfDfrhByGahBngKqNwf7tnGmIrLL//vf9269eKJrVu3Ap8FBn8X9Lr2F8rBc54opY5atGjRRUqpsbGxsctaW1tHgX3M6OOGGNAn9GOtwD+km2IVF4wxFcaYC4B+0XuP45TbYo1Y03VKhuogHL1kbBFHkYuAbtE+V+8PD1wca7pemRp5OnBw0AvyEmPMAcA7tdZ7pILUkus9UUc2RPVa61HJwL5XmulcJ2kEeCaXjhrgTh9cOo4HDtFaT0iz80wPzxUWaoBRay/6+q5d8zn00HqUunV6SN1QYkc5eM4DpZRqamq6Y8aMGRVDQ0Pft9a+IoFVRcwDySp43Yhea70JR691ZJDr8pijcLrTd8Pk4IFYP3BlkESyRdtTwBKxMosrZ+KM7Z2ASeu6WD9wxWkjuZHqMeBMGZQSO+T+dTZwf+Jnaazr4sislGbQl8BbVwxrWW4t7VkGryRPL7zXzXOLXOMwnLkECbrl53FmitZ6j7V1V09MfK13bGyM+fN/BGwuNw/6QDl4zo/3Llq06KQNGzb0joyMfDHxQ631TjKMgI0JbRJUJHMfcFIcy/pS+juJpIctgNa6M+YP3OZkf2PZLN0PnBvHsr58lzOBZ1J+tT2usiQJJG2yW45kJV/FmbgXR44DNqWxXRyIq+ROKiqpXuUvA7WShfecPAavJFw63MpGnwE8rLWePFfi/0/MKIgbshFOGgBzzrkbNhzGzJktVFd/vsLtDUqZfYnlheUmSqn6mpqabwwODtLd3X2ttbYn5SXbRNoQK+Th0pf6cwmyfk48tYMzgL/IpiiV3Ul+sbHBGNOebpKg1noV8AQe6CVDQCPwP6m2i9IwWBFT+UZ7mo0wONnndNd7HNgGPJD6Q5mqGcvgGWhKVM0SSHXlPl53d/CFlMErm3EG1CSTnI3+cTHnkOD4KZzseiq9xLCXQRpgJ5LvX9ayfHj4iw93dHTR2Pgb4Klzglvh/kE5eM5BZWXlZysrKxetX7/+xYmJiTtTf5+QNMTwgVsNpHUfkIzVkbL7jQUiXRjSWqe7CSN6yeZ0v4sqUq7P6AGrtX4VeEucyvqSfdueaYCCZCnb/F2Vtxhj2sjgeyva5xXGmKP8XZW3GGPeiuOgkun67pG/+dhgjJmdbiMMoLXeDKwxxsz2eVkJScc8a6kgvaQDXm8wHMq3wVCqKe8ENqRzE5Fns5VgM07MSOfRbu0bT+3s/Cc7NDREVdVlKDVRzj57SDl4zoJSam57e/t1CxcuZHx8/DPW2rQDQtKM+o00clOqyDHCdgtwTozK+qfjTF7LxtaY6egybpCSqARO9mEtniNSo9PI3ei7SyYuRh75+5xIbPIzYIGjjDFLfVqWpxhj5uMMy8g40EmqDJVxKetnqhSmUAO8yxhTn+N1npEk6cjUYFiL02CYTzb6RJz+lGzPqWFiVGWQKneW6a9X3NXUtIiDD+4H7jqn3DzoHbG4cXhFXV3d1xcsWFC3cePG31lr/5Lj5d3GmNYcr4kKMzJIF5JZjWP9dIQP6/EUY8winM3Pc9leJ9mNoRhlMhq01sM5XvMkcGBMru03AR15TNYbIT5OOjk3SBJ8PAGcEPVgUjYLJwGP59gwgBNcx6WqUokTKGZE5CprcYYCBUoeDYbwejZ6nwmGIqE7lL2bBPdBtM91Ub+uYTKplXXKr7XTP9Td/bmJ6upq2tq+DOwqNw96ROQvKK9QSr1lwYIF/7x169aRPXv2XJbHWxLyjUhnYqVhKqfBvASSj+EY8UcW+b7OAv6YI4ORYIwYBFZiTZdzPLOUvV8Alni/Ku+QrPMRQK5NcCKYrI7DAxdoFceYrGitV+MEkwu8X5KnTAfGRHKUFenf8MTCzU+SXJEyBlVJPAQcHqbNcBrP6FQJxnTgiZRs9GzguVR9dzpEohUH56A6nIRVDj7ytZUr61i6tJmKiq9VFKsnL5OdODwcXEcpVQF8e+fOnWzevPkWa+3aXO+RYHIcx5w+kkiwUJnvpDWZQrci4s4b1cB9YsOXE5nIFukmFMna5HzoJNBaPwFsifjGsAH4ab4T9UTXH+kHrpR4C2kG/AXp3REigVyflTij1vNlawycdNrynYIqmdgfEULv+oRndC5tdFXVmL355itevP56XYhl6g5jzDR3Vuo/0lNVmewokglrq64ZGLipZ9WqVVRXfxtYf6H3K9z/KAfPaVBKfXjRokVv3rlzZ+fY2NhX8n2fZDKi3Gw0M1MjVRb6gYvEIilSiK71bK31xkLep7XeFvEH7pQiRo4PAf8SxWysMWYBcFw+WaoUIusVKw9blYd0YRJ5bYMx5gzvVuYpJwOLCxlFLa/dE1WNe6LRuZD3yHNqvl/WdcWQORttOeywl6mtHSpEG43I06JcTZpKXlnnBG89r7f3XNrbW6mpuQqleMKzle2nRPVC8gylVNPMmTO/3tjYiLX2KmttoQ/cnVH0ipUy3o6cL0xBHrjP4HhtRo2zSN+0kg+RfOBm68jPhta6F8eZI1IDcuRheR6O121BSJanKqIP3Jlp/I3zYRNwaNSydHL/eiOwotD3yrUd1UFIzUVshAE6gLPCPuQrJRv9h2nTulFqgt7evXJU+Tp1dAGRuq5hrwb+vDfC1rIcvvTs2FgVS5a8ADx8fKpuvExpRPGh4ClVVVXXzZkzp72jo+M5a+3PCn1/FLu4k8rxeck10vA0MMsYM9elJXmOTM/L2SSYCXnghkY3mA/SZZ86QKEQ7gPeKsNkosJxwOZ8ZTmpSCUmUpaMki0valMoGbo/4/FEOg84B2dQxmCR7++K4IZhTjEbYZi8rtfiuF5EguuvN+++5JLvXrJ16+zLSZ9tz5qNlirD7ojdvyCzR3tWrF16bFfXR6ivr6e5+SpgrGxd5yKRCfD8QCm1pKGh4bJdu3bR19d3sbU2nwayfYhgg0I1TpNN3uXOZKRR5R6i1bk+E3giHw1ZFjojNsK6igJLvMlorXuAPxKt7E0FOTry82BHVGRJsmmfyLdvIQOvABuiMoVPfMjXAC8WewxpEh0NeyY2gfQtlLIRBngcmBKhXoYm4A9bt876lrXUk3n4CryejU6dYjhKhJ5T0rdQcOCcYGLisvs2bRpj2rQu4D9by9Z17lEOnvfm6xMTE7WrVq36qbX2yRKP1R2hTEZrEXrQvZAGqz3GmENcWpNnyMO2Q2tdcCk/mShlMoop/aVDa70SZwpf6LPu8uD5mwT9pTBGdO6V9RTQDJoOua6XA01hDyZls7AEeDZPt5xsjBGdhu8aSv+ed+NsLAPzfc4X2bwu0FqvSfwsZfhKplHgyVMMt19/vX4Tzqjy0G8YpG/BlnLPtnbK27u7r7Pd3d3AdUDPVa4tcD/H1weCUqpFKRXKRiul1OkHHXTQe+vq6vYA15R6PMlo2rDLN6TE2+vS4caAU8LsviHBwL+SZYBCgQwTjQdum/i8usEMnGEjoUWu6/fignuEBGUTEQgkK4HqEqspwKT87ATCr3E/Cjg0T5u2rIgtY+grDNJrsafYSmEyck/4UAQqaGeQJV5JjALP4Rs9HXji+uv1tttvv/huj9bpJi0U0Ye0L+//6eDgMSxbtpDKyhtUuXnQHXwJ7JRStUqpDwBvB36rlPq2Uuof/Th3PiilqlpaWu5obm6mt7f3RmvtZpcOvQfHmzGUSGBf5cbDFkBrvQOnfHqcG8fziGVAl2iWS0aCjFA3lcnD1k0LshXAVBkuE1bOAJ4sNdOeQJqywl5JaqGgjvycPACcFFb5hlR8jicP7+4C2B7ECOt8kftMbb6Wi3nyCPD2sGZjjTELcfpLns/n9SlTDNPKOvr6Wt/f0DCYTtYRCuTaHnKhmoK1FR8ZH//WWF9fH/Pn/w54rdw46AKeP/CVUofhdLs/aq29GycbtAL4uVLqHUqpwP9gKyoqLlq6dOkha9eu7RgbG/uGW8eVG1xtiAOrWUVY0+XiUZyJdKEbJCI6weOA+10+dB9ONjastLq1WYDJTOz9wKluHdNNJKhvJs+HbQH0hlWKJfeYmhK1znshlmbPE97x7EcBa12Q5Uwi2dzhEEux6nCvagaA1vo1nExtWCV3h+P0pxT0uVNkHQnLOwDGxqqorBwD7F6yjhA5UtSRY2JkYRzzyfXrT2XmzOnU1V2BUnS4d+z9Ez+CuhOAh6y1WwCstZustT8Evgn8F06XdGAopaZWV1ffsGXLFnbu3HmptdbNHT04maDQ6UONMW24UhLaG9kw3E04dXTNwC9L1XenIg/cEXGzCBWSRet0+7jiXnF/SKUMo8B/u1HWTkacKGpCmqHzYiMMztjulR4c1w06cLLjrqK13kl4/fpbi7Smy8XvCOGAHPlbe04C/KJJsryblHXs3t1MU9Nej4LkSYabgwqkk+RXrm2SrOUHY2P6lVdf7aC+/jHg3rlhzLhHCU+DZ6VUHXAR4jwhk/sAsNZeBawCvqmUOsLLdWSjpqbmS42NjdO6uroeAn7t9vFFElETpuyz3JCUBAOuI8HpGVJuCwUSRLYUa+2UC8l+hWrUrwTzrmgj06G13gy8N0x+18aYN+FIkVzdICWQqZqhKuuLvrvbi2NLJrvDGPOOMG0ajDHvBXa7JctJQ6cxJlQWhaVY0+VCKlNdxphlXhy/GCT7/68U78WflmRZx9BQ3faamrR7hjnsOxLcL2ZqrV39zADWzju0r+8yhoeHaW6+Fhi52u1z7E94FtAppSoki/sU8B6AhPWbUiqRrXovjtful5VSvo88VkodOmvWrP/T2to6Ya291FrrVZARNuu6kjvy8+Bp4FzZRQeKPPTPIH0TiZt0hkwvWaqvcz5sAt7m8TnyIkmWU8hI6mLYaYwJxUZJNuUVbvUtZGAUaCQkzYPGmDfg6Lu9yMACk9WkQXHmCZxEk6DHpxkH3mSMCcvAmFOAdV5tkKxl+ec//9VZ1157Ywspso4UMtneuY4MWHM9cH6di5+srX0DixdblLqjPHmwBDwLnlM8kt+slFqa9LsxpVSltXYTcDnwTuADfuqflVKqoaHhtpkzZ1Z2dHT8P2ut2/rIVHaEQS8pwWyNV1nnBFrrDhy5QBiaBw8DRsRmzTOSHriBhLLZogAAIABJREFU6yWTss5ebxieAWaGZNNwKvC0aHW9ZBhQIcnEtuBR1jmBXNcPA28OupdBZEKnAvd5VVFJYgjHAz8MTHGzbyEd4jayghBo3EVW+AYcL2rPkPujuv568/lUWUealyfro10PpGUjXOlm30Iq1tYd39PzZSYmJpgx4zvA9rBovCOHl5nnxIPlpziZqbcrpSZ38dbacfm/PwbuBa7EyUL7xbmzZ88+o7Ozc9fIyMh1Xp9MgtUwTB5spoRBGQXyF8KhozsceMinc/UTsN5bgrp6lzvy0yI3+r8QsGRFMoS1wLNen0uCtsCddOQzj/iwQUpUz9YR/LTFNuAlr+QLyYRFciee6h5mI/fiaWC6VHGCZCrwe6+TPDBp1zc98b/zcevAm0B6hkd9Cymc84fVqxewcOE0lPoCSnleqYslXmaerUg3/gp8H9DAscmvUUolSvrnA3OBs71aT8p5a4Bvbdu2jS1btmhrrV83ph0E6CPqZ1AFkzelF4wxi/04XzokU/VgMeNNi0ECmaC79WvxXqIyiWT0O4Iq98p1XQv8wUMN7F7I31B9wIFVHT5uTrXWD+Bc24E0icrf1DjOABe/2Cuw8hupFE642TyWDTnPzwhwYyie091a6/U+nnZX6uCnPIewwN6B9LBSXFToyWWz4mllAUApRqDinKGhb/DSS69QVfVDYMXUELmMRAZfbvzW2stwMnKfV0rNT/r5uFKqSrTRXwSuSc5Oe0VFRcWnDz/88AMHBwdfm5iYuMPr8yWQG9NYgDq62dLw5DdniZbLV+Rm+GG/AuckBoEgm+javC7xpqEO+EBAZf03AOdI2dlPBnEqOb4jQXu9lyXeDMwFzvX5nAlOAg7zQa4xiWyGxwMc/FSNjxthmKwmvdEY47vGXTYLZ+Oz24ncOzJWDFOGsGQLpGuAOyWQHi0gkK7C6S3wGrk/H8Lg4L+xZMli6us/B0x4Ko+JIwUHzwnHjKSmv4xYayeS5BsX4/xRXKCUapBjKGttIlP0ILDCWutpJkUpNXPu3Ll6fHycsbGxS621fj98RghgVy8NTr6XZ6T0+QzBeAKfjftevzlJPNyDeOB6ZU2XC9mgdANH+3le2YiehbuDMvJCaz0INASkfZ6lte4K4LwvAnONMXP9PKmMWj8If7POwOTwp6D6VVq9co7JwXPAqQFU0I4ABrXW63w+L1rrTmNMzgnIKYF0tkbDKl4PpCcySTtkw6C8ll8pRUpVTrNz5zgHHrgd+LVSitVenj9uFBQ8K6XmAs8ppeoSTX+53pNwsLDW3oczXP1a4INyDJuUaV4JNCmlPA04amtrb5w1a1bTxo0b77PW/tHLc6VDgklfH7hyrhq/5Bpp+BswxRgzz68TyqCMKQQQPMOkV6yvD1x50A37mZlL4T7geJ/1kicCa7ywdsqHIKzrpJkqEJ2iVM/+iOOk46dk5RzggQAy7Qm2+j3CWjbCQWyQEvev54HT/TqnyIFOxrm+gqK3EPlZOv/oDC9VvC7tSA2k290c9JOFlHht6nh39+UATJv2JWBw6b5vKZOJQm9+i3HKlL+A15v+8sVaexNwD/BB4MPys0SmeRlwt7XWswYBpdTRdXV1H+3o6BgbGBj4jFfnyYU0Bfj5wPWz4WQfJJj7Gf6WHxuA//WjmSoLfj9wW+WhFwha6wHgLvxtmOzGcYIIkt5UvaRXhGAjjGQFl+PT9yxB1XICHNYi95ERvyR34pYzFOBGGOBJoMfHTVID8HOPhsDkyyD7BJn5kWg0LCSQbmjYY7/85Wtdny+xzwn3yToz5AT9F7FuXR3V1duBW9K9rkwG8v6jUEpdgqN1+wRwmlLqE/LzvC60pNd9Ckei8e9Kqa8qpd6olHoXzgX180IWXwhKKVVbW3v78PCw6uzsvM1aW9LEIhfwxStWbvajAQeRiQarZmPMm70+lwxnWe9HR3425L/5qB/yDcmWeGpZlg8i31iQT/mzVORaeiUArfNeyPlrfaomtfvTkZ+Tl4GDvb62RUN/htZ6ZcCBJDgNXX71Mkz1KRuZEXG6eAYnaeYp0hNzvEhkAsMtu9GUQDqttEMpS2XlBGNj1W+RjHShOulC2CtOszax8a362K5dN7Jz507q6r4JbA58LkNUKGRH2QfcYK29H7gauE0pNU+a/vKRb4yL+8YA8FXgQhxt5unAc9baR1K8od3m/UuXLj2xtbV1J3CDh+fJCwkm63x44NbiTyNCPmwG3uJlWV9ueufgfO7AkYeBpy4UicyQX04TedCD0yTq2bUtDi6HkN5GKgi68f57bsC5DweOBBnNOLIZLzkJwpENS8o+e71haCeAvoUMjAMnGmO8LumfC6z3+Bx5kdTL4ErGPUXaMRlINzbuZvfufR6FyTppqxQvuLGGFCYDeWv5AZw+bu07OeKIA6iuvsaD08WTvC8Oa+1PrLWD0gD4Axxv5t/K78azDThJ/C4pOFbW2pXW2tuttbfIsBTPUEo1tLW1fau2tpaurq6rrbV+OxGkRfSSnrlQSPDS6IdXZj5I48tynAYvr3gzTtY50KxNCj3GGC9dGXzvyM+G1notMIBHE+nkoXYC8KRfFl65kHWMe2zj5ldHfr48CbxBNNiuY4yZgtMk+KQXxy+SIZxpi54gmfag5RqTyIbhEeAUr6bFGmMOxxk8FJgsJw3DePA9JwLp6683UysqJk4h9wTYI5ICaetGU5+1VKX+79HRm8e3b+9jwYInUEqVbevyoNCGQWUdRoBLgblKqUQWN+OxpDGwRSmV0H/6+qCvqKi4YunSpXPWrl37krX2P/08dx7sEn2bF8wOSYk3mb8BQ15oByWjfRQBOC9kQ5qcKj3MxLb5MFWvUB4BFnp07Fk43rdBS69SGcUjJx3ZMFSFZbMAk9WzFTgOCV6wAHhBtPShIDGRzkNLxmrCMVhqEvFbHsDZyHhBM/BoWDYMMNm/4akN5eWX3/qotUyxFiVZ6XycZJamBNNWKX6c7Q356JitXVrV0bH2pra2Npqbm7+TcFUrk5mC/gMlnDPk/1+PYz93nVLq2IRnc7r3KaWmAT/C8XluSj6O1yil5ldWVl61cuVK+vr6Li60ydEHRgHXs1XSwBSKDHsyIi14CGj0IJisB34Ylkx7ChYPRv1KQ2IgHfnZEO3zcq+yVcDdHh23aCSY9EqSNDPIZtAs/BVY5fZBZbOwXWv9hNvHLhWRYrleMZT7YUOQzaBZ+A0ePE8kcfSK1nqz28cuFa31Fi96N5L6kPaKg6zlhKRA+gTynwR8YZqAevIfeTZAjo2NfeXFF1/cimM3+uECPtJ+Sam7i18DdwK/AhD7un2Oaa3dgaN3/au11lfPyrq6uq/Pmzevvq+v7x5r7SN+njsfJJj0otmoIehGqkyIpuztuJjJEA3swQF5ouZEpi26al0nN+GxoJtBs7AD+Hc3nSiMMafjZNpD+Zm11lvdfuBKY3HoNsIwqX3uMcZ8xK2NkgTOFxIePXs6uowxbo8qn4nzNxM6JCFhjTFnunVMkbL9O86o+7DSL/IhV5DnfEuuaopMN6xPCqY/RmY/6ULIeAxr7e6hoaGramtrmTFjxteVUoEMgIoKJQXPkkH+ArBHKTUph0jWPyeaCa21n7LW/jSf4yqlKpVSJd+YlFInLlq06APDw8PDwJWlHs8rtNbdOKVoVzDGzAzaaSIPHgDOdEO+IQ/ttwNrS16Vt3S5bF03Xa6dUCIB7tPA29w4nmhrD4fQm/n3uTWqXB62dbLhDCWytt04dqNucCjOptDvyaB5I/KZCbfkG9KEOBIm6UIadgAHSUOjG5wKrJDZB6FEkjFuyiqnklvnvA8ymKUqEUxLQF1otn48Ve+chv8aHh5+buHChe1VVVXXFbrO/YmSdS3W2u049nUXKqXeba2dEI1zk/y+mN3SO4Hfl6K7UUpVtLa2fqe+vp6urq6vi8wkzPS5kaGTMliQPpl5IUMt1gFvceFwJwAbwlj6S0aCSVfGsxtjpgNh07OnYwXQKvaBpXIO8GBIy9qTSFbJrWaj2dJYHHYeAI4rtX9DgsjTgD+4sioPkXuYW3aj00Iqy5lEgtwHcGEzLANg5hPAxMgi6HZjMywb4Vq37l/WMi85mM7jX15ToXft2nXxzp07mTt37uVKqSVurDWOuGTFYh8GvgL8XwCl1HnA1SWk/X+H01R4QQnL+khTU9NRW7Zs2To+Pn5TCcfxBZFYuOEhGraO/Gw8iDsBYC3wmAvH8RzJFE8v5RiSaQ/cuzsfZI2/pUTrQAnK1gN/d2FZniN6yZIydFIuDnVAlUBkSQ8ApWYlpwJ/DNrvtwB6S7XelGpUFDbC4DhidLkgZagC/jtE9poZkSqDdcFJJxIbYWvtk1u2bLmrqampGvhG0OsJKyUHz0k2dBroUkoNA+8DvmStLcoBQCztPgN8tZgAXCk1RSl1Y09PD11dXZ8Tb+nQIw/coicPJk0fC/0NCSbLveuNMacUewx5cD0V8FSqQukyxpSifw5dR342tNZdONMW31DM+2WzMAPnew79hiGJ3SV6AlcQre/5FWCg2AqavK9Ja+16A6KHlNTwLVWooahc1yIreQioKjaYNMYcClSEPdOewhhQdMVQ+hYi83mHhoauWLNmzZ6qqqr3KKV8G9EeJdyQbVgApdQpOA0P77PW/mvS2O1ij/tXnEzGtYW+t7q6+vPLli2bOTo6+lc8nFroEaVkMmZFKGOTYBxYJA1/BSGZvQ/j6C0jQ5IncMF/f7JBagqzBjYDlcBpRU7uOhJYJpZ/UWKMIh1WItAMmon5wBlFvvc0PB404zYJjXIJWclaonf/GsWRyr2x0PfKdX0y4W4S3AepDBd1bco9uzLscrNkrLWbh4aGvnrYYYfR0tJyRyYntf0ZV2QbSqlzgPOAA6y1/58bxxSuAS4qRHejlDpg9uzZl/b39zMyMnKJn7Z4LjFCntYyyUgZLWxevzmRQPIJnClWeV+PckM6G8cfNGoBBjjfczGBVTsRymAkkKE164DjCnmfTNU7EfizF+vyEtGI1hfppNMSVueYHCQ07gVNpBNNfCuOD3yk0Fr3UoR1XSLgjkqlMIWHcO7ZhSZ63gKsFb14pNBadxbppNNIBPqQ0nDLpk2bOpYuXXpIRUXFx4JeTNhwywj7YWvtlW5P7rPWbgFuoQDdTX19/a2zZ8+u3rBhw0+ttU+7uR4/KEFf1RTRhy1Sph2isAfQgTjl0khoYFMpJpMhnf0TEd0sADwMHFpg9vk4HB/YKD58Ek1lBUmxpDkpUpm5BJKJvZfCx7OfADwc4Wt7exEa91ac4SORQ541fwXytq6T5MhCItKfkoHdhWwYRHJWGWZHkUxYawd37tx56cjICDNnzvyKUsqTSaJRxa2GQS9v9LcARyulcpYClVJn1tTUnPfqq68ODA8PX+XhmjxFAoW8L1RjzJwIWNPl4lc4k7vyfeCOAL8OubVTLnYU6BU7I4oZmwTiFfsjCnOiWIszrTDK7CpwPHtDmKbqFYo0Rf2ePJtEJah6WMa6R5JE9jjfpEfCcSfCmwWAZ4DXCrhn1wG/jaDkbBJ5NhfSLNlIhPoW0vDrdevWPTY2NtYK6KAXEyZCP4LRWjsEfBa4NZvuRilV1dLScvvExAR9fX1fttaGvqs1B3vy6WiWXXAoBygUggTB83G8P7NijHkTsFs6/CNLIVUGCbJDN0mwUOTBeYwxJqcUyxjzLmBbBLXOeyGj0/MKnmUjHPV7F2IbeWauLJ24qHyQ6LhNZER8qfOtnoXaoz0fZMOwEjg9VwBtjJkP/ENUK0jJ5OukI/9NGqO8WbDW2oGBgU/t3Llzor29/WKl1KFBrykshD54Fv4H2I4zZSctFRUVn1i4cOHBtbW1G4FbfVuZR0hZLJ/yUCUQxnHUxfACcIQMw0iLZPCOBSJ7Q0pGHrhZb8QSXI9IsB0HXgbOzrZpMMYchhNwRqbJJhv5OOmIXCPSG8IUtpLbE/hMYH3EM7DJbBdnhYxEzJouK3JPaiVL86BUFs7F6W2JC3vy8OuPhDVdLqy1z1dWVv7n/PnzK5uamm5PHoK3PxOJ4Fma/i4Frk+nu1FKTZs+ffpXxsfH6e7u/oxkqyOPPHAzNigkaWBjEVRJWf/POM2nmXgr8FyUy9pp2JYjk1FPxDrysyESow3A8el+L0H1CcCfIy7LSaVfGiAzUU1Etc4ZWAG0GWPmpfulMWYGTrXpKV9X5SGSjbWZMrERdlHJxqPAsVmCyWXATq31Rh/X5DVZLQrFdjHyFeEEIyMj13Z1de2aO3fu6WR/Pu83RCJ4BrDWvoCji02nu7l+3rx5U9avX/8wzkCGONGfRS/ZKiXhOPEK8Gq6pjIp8U4FnvV9VR4iD9xRaS7ZCwkkVdSlC2l4FMgUGLcDq+KQtUlhmAwPXJE39MdpsyDX9eNkljK0AfdHsZkqB9ksCqfgjLmODVI96wAyJXpGgfv9W5H3SKInW+9GnTSFxwJr7fYtW7boxsZGGhoavq3+//buPs6qqt7j+Oc3M0I4KCMq4aWUKEkLHwI1S7MyKHtUS+0500wyszIL06uOc69F2JNmWeCrbmXlLbh1X3XLB6i0B29akt4UCYVEI0IFRh0ehGF+94+19rA5DjN7mLNnn7PP9/16zWucc/Zsfsc1+5zfXuu31jIb8i651WJms8zslPg1a1d2RdyVc9RN8hxdBrwrXXdjZi9uaWk5Z+nSpT0bNmz4SB0uTTeQDfSxOHtMqEvRw54We2QWAwekk8nYk/MsYEGdLu00kA2E11dpDHU6I78/8aZvceWEyWTTCMLKHKWys0ll9TwjfyBx45SVlZvFxE2C/lFnG6JkEkvunrFRTBx16CrTDVKivb39RmBzZY97R0fHC4H74nJ+pdLe3v5YX6VYseyw7uenVOrp6fnq3XffvbSpqWkS8NGi4wEws4XAIndfEL+uBOYPcnnjXTpHXSXP7v4YcAVh8qCZmbW2tl4zefLk5o0bN37D3e8tOsZqi2+0XX0M9+5Rwl5noLeO7oXAS1IPHwQcW08LzQ9GTJxaKm4YWghJVSnKcvrwNHBSRcnK8cCBZUwwYKcr6Ywi9FaWVTfwgWRYP/5dn8TgVi2oN+tjWUraSMozP6Uvo4GTkx86Ojr2AV5JneUZg7Sxo6Ojtwc6/o0/Xcb3L3ff2tPT84m2tjb222+/djMbzEpRVWdmp8S4Flc8NRuYm/c56vGP+lpCndybgDdPmjTp1WvXrn2S0CtdSnGIaGSyiUhJlqYbyK3AUR0dHbvHXqvplGvCSV82sGOP1bg4JFpKqQ1yZnR0dFicSDWJkpXl9GFzxSoUe5ashn8H8Ybh78BR8aHDCCUqq4qLKl+xzKopuRmO81OsjElVygpg37iyBoSdBBfHz69Siis+pdfrH0GJb4Td/cb169ffsv/++48eOXLk7ILDmUkYpa60GJhuZs8Y/anmOeoueXb3rcD5wJf33nvvrzQ1NfHYY49d6u6lqiPrw1bCbmWjqcOdBAcrfuAuA6YSei+W1OHW44MSh/WbOzo6mmNvbGkT55R7CR84kwgz8m8uaVlOr/RasQ1yIwywiLBE4TjCjpE3FRxP7trb29cASe/cvu3t7XW3M+hgxJK7G4E3xBvhvek7MSmVipV0Wst8swCwYcOGj65atWrbxIkT329mUwsM5QhgeeWD7r4i9Xxu57B6LRE2Mx81ahQtLS089VTpc0kA9thjD7Zt28bGjaWZh9CvpqYmRo0aRWtrK+vWraO7u9Q5Va8999yTbdu2sWFDaTsjdzBixAhGjBjByJEjWbu21PdHOxg7dixdXV1s2VK6Uuc+jR49mubmZrZs2cKmTaVYaXJAzc3N7LXXXqxdu5Z6/awdrH333Zenn36arq4uenrKtKjIzo0YMYLdd9+dzs7SlXb3qbm5mfHjx7Nq1SqApiLmmpmZA6e6+4KdPDfT3efldY7BbgFdE8ysCWDr1q1MmTKF5uZmmpqaePDBB9m8eTMHH3wwzc2hdPSRRx7h0Ucf5bDDDqOlpYXu7m42bdrEQw89xIQJExgzZgzuTktLC/fffz+77bYbEydOpKUl/K9ZuXIla9as4aijwohjT08P69evZ9WqVTzvec+jtbWVbdu20dLSwr333suYMWPYb7/9aGlpwcxYsWIFTzzxBIcffjhmhruzZs0aVq9ezUEHHcSoUaPYunUrPT09LFu2jHHjxjF27NidviYz4+GHHy7Va+qvnZYsWUJrayvTpk0rzWsqYzsN5TU9/vjjLF++nPHjx3PggQeW4jWVsZ2G+ppWrlzJ6tWrOeSQQxg9enQpXlPWdpo8eXLpXtPO2um+++6jq6uLI444ojSvaaB2amtro6enp1Svqb92cncWL+4dVOipxtLP7p75JBlLMvo9ZqjnqMvkmbCU1dru7u7P3HnnnV8uOhjJh5m9AfjSo48+euiaNWsao3uuAZnZ54G9HnjggbOKjkXyETs87gS+fM8993y/6HgkH2Y2gbDZ1ZF33HFH3W63Lv0zsxOBq4HXuPszyh6GwU43Uos6CWVDuZ2jXpPnzwD/4e5KnEsqriP5ZeDj7q7EuaTMbDLwfmBKwaFIvk4HtgA/KDoQydVsYG6qZlRKxsxGAl8CPlhQ4gww0PyBNgZeT31I56i75NnMjiBMLDqo6FgkVx8BHnT3G4sORHL1RWCOu5duXVQJzGxPQofHiSVch18iMzsaeA36bC67jwP3unthG9+4e2eGUpF+C9CHeo66Sp7jnupXA5e4+xNFxyP5MLNxwEXAsUXHIvkxsxMIH7RvKzoWydXFwC3u/seiA5F8xLKcq4CL3L0xZvA3IDMbD3wKOLroWAhLI/a3kUmW0Y9dPkddJc/AOwi7sH274DgkX1cA17v7X4sORPJhZrsRynI+obKc8jKzFwBnAYcUHYvk6t2AAd8rOhDJ1WeBb7r7g0UHQlgG8Rk1ycnOgO6+KM9z1E3ybGa7A3OAd7t7WXdca3hmdjjwFjT0V3bnAA8D/1N0IJKrLwBfcPfVRQci+TCz0cDngLe5e2OsTdeAzOxIIBktrAU/JIxQV5pOWFc+13PU0yYps4Db3f23RQci+UiV5Vzm7o2xYGYDMrN9gEuA81UDW15mNoPQ43xV0bFIri4CfuXufyg6EMlHRcnsk0XHAxDXZl5nZtMrnpoZv3ZgZvPN7OyhnCOtLnqezWx/4DzgJUXHIrk6hbDV6TeLDkRy9W/ADe6+pOhAJB9m1kIoy7nA3TcXHY/kw8yeR0gyDis6FsnVOwk7wX674Dh24O4zzGxOUmYBPJ+w6UlftcpT6aOGeZDn6FUXOwya2X8CS9398qJjkXyY2SjgfuB0d7+t6HgkH2Z2KLAQONjdS71dcSMzs3OBtwLTNbpQXma2APizu3+m6FgkH2bWCiwF3uHuvy86nlpR8z3PZvYK4OXAmUXHIrn6JPBHJc7lFYf+rgI6lDiXl5ntDbQTNlBQ4lxSZvZqYBrw3qJjkVzNAn6rxHlHNZ08m1kzoc5mlrtvLDoeyYeZPZewduS0omORXJ0M7AvMKzoQydXlwHx3/0vRgUg+YlnOVcAn3X1T0fFIPszsAOBcVDL7DDWdPANnABsJMyKlvD4HXOvuDxUdiOTDzJ5FWHnhg+7eXXQ8kg8zmwK8HTi46FgkV2cB64EfFx2I5OpK4Bp3f6ToQGpNzdY8m9kYQp3Nm9z9rqLjkXyY2cuBHwEHuXtX0fFIPszsIuAodz+56FgkH7Es5xbgZ+7+laLjkXyY2V6Ez+bXufvdRccj+TCz44DrCfNTNPJfoZZ7ni8BfqHEubzirlRXA59W4lxeZvYvwAXAS4uORXL1ZmAC8PWiA5FcXQb8RIlzecWS2atQyexO1WTybGaTCSUbU4qORXL1PqAb+EHRgUiuZgPXufvyogORfJjZSOBLwLnuvrXoeCQfZnYw8B7gRUXHIrk6A9hAGBWWPtRk8kzYgvuj7v7PogORXHUB52lXqvKKQ/nLAA3jl9toYK6731x0IJKrkYT37MeKDkRy9RQhB6vNut4aULM1zyIiIiIitaaetucWERERESmUkmcRERERkYyUPIuIiIiIZKTkWUREREQkIyXPIiIiIiIZKXkWEREREclIybOIiIiISEZKnkVEREREMhr25NnMlLA3ALVz+amNG4PauTGoncvLzHYrOoayGbYdBs3srcB4YE/gJ8Byd+8eln9cho3aufzUxo1B7dwY1M7lZ2avAj4MfBc4HFjm7j8qNKg6l/udppm1mNmHgE8Ay4AvxKfOMLPD8/73ZXionctPbdwY1M6NQe3cONz9VuB8wAjtfQCAmVmBYdW14RimORc4C/i+uy9y9253/6u7Xwd8yMxGD0MMkj+1c/mpjRuD2rkxqJ0bQJIgu/sqYDQw0t0/Hx8bntKDEhqO5PlS4FbgRwBm1hy/7wXsA+wxDDFI/tTO5ac2bgxq58agdm4ASYJsZq3ARcC18eeWIuOqd7kmz2Z2MeDA9e6+FsDdt8WnnwKeAxyTZwySP7Vz+amNG4PauTGonRvSdOBgoD3+vK2fY2UAuU0YNLN9gL8C3wH+1d03xceb3X1brKlaDIxx96dyCUJyp3YuP7VxY1A7Nwa1c+OJq238CnjA3c80s5ask0LNzFTe8Ux5dtufGs//o+TirHAxcDuwpb+TpOp11Hi1qSrtnKaLteZUvY2lJlW1nc2syd17qhifVEe1Ppt721fv2TXvmPj19vhzpuuyoo33BLp0TQd5lm1cAMwH7kseiA2xzczGA6cAP2WAoQOPzOxkM5tpZlOT2iypCVVpZwsmmNmpwIVmdoKZjcwzcMmsKm0sNa+q7Zz60H2B1pmtKdX6bE7a9zRglpkdr3auPXH97guAn7n7P+IIQ78JcKrTssfMJpnZj4F3Ae80s8lq55x6ns3sZUArobHSwz7JsijnA2uA3+9s6CC54zE5CG9MAAAOaElEQVSzQ4D3AS8grFM4BniLmW129xvziF+yqVI7N8dau9OALmCpu883sxOAb5nZncBX1KtRjGq0cYZ/w4Bn7aQXTIZBtdvZzI4AjiesKftroNXMHgF+7u6bqxq8ZFblz+YTCetDb3L3OWZ2HNBuZsuAG9x9a36vRAbhcOANwKHx5yyfpQa4mb0HOBFY4u7fADCzFwHnmtm17t6wo4159Ty/HLgDWA69vYoW72xbgfOAXwBLkufTvxyP7Yk9zFcDE4AL3H21uy91958Az4mJtRRnSO0MYZJKbOfZQJu7/yU+fhNwOtuHm6QYQ27jSuljzOxM4OfAv+YQu2RXtXY2syOBBcBuwBXufp27XwVsIowq7Z3vS5F+VOM9uyc+fjxwp7t/Nz7+G3e/hNApd8KwvBrJ4nzCzdB9WUqpUjdHzwauAB4CrozPmbsvIZT0nJdz3DUtr+R5PeHO5T7orVdOSi0uBjYC33H39ann+4prFqHH+dvuviK50ONzBwCvyCl+yWao7Zx4MbAWGJU8EC/gbsKuVxdqmKgw1WrjtCYzG2dm7yQMEfcA3wQt2l+gIbWzxWWvzOx9hLb8nbt/xt2X2PZtn5cCnwJek/NrkZ0b8vUcRwudsGbwMfGx9Gfz/wKvMDMtdVcgM2sys4MIo7oXJw8P4hT/DmwgrMjyZEycPbbzSsJyhg0rr+R5LLAm/o8eAeDu3WY2CvgY8DXgLui3N7KFkDx/D/hdH//GA4SlV6Q4Q2rnhLv/H3A029cbTd8d/xk4RkOAhalKGyfPmdlzgNcDzwU2E0p1fu/uf4vnVnlOMYb6np0M8c8GHiOMGCbPJT2VXcDFrm2BizTk69m3L2k3Dnhv/O8mtifhmwnv2VqpowBmNgV6a9JnErbi/l0ywjDQ78frdSJwBjCXOAoR/2aSG6eDaPD8K6/k+VpgpZmNSmpi4hDAVYTamXZ33wD9flheQuiRWuDuG1PHJjF/GFiRU/ySTTXaubfu2d2fjMemh5WOIQwzSjGq0sbAKDM7EDgWuNXd7wJeRBjavymeV73Oxdnldk7dGJ0N7EdYEmu0mX3QzI41s308eBS4ZhhfkzzTkK/n1CjgpcCBZjYjvn8nN1CfJnaEyPCK1+ILzOz7ZvYtQp40Mz494OhtapToEkLv8s2+Y+178tl8FqG8p2HllTxvIvQWv9XCDNyxwA3ACOBs2L6bUT9mAj8grEdJ/J1kRvBE4EjgZ9UPXQahGu2c7slIfxA3m9lJhGTr5znELtkMuY1jT8gbCCU4t7h7l5kdBkwD7nX3P4N6nQu2y+2carcLCb2Oi4HbCOUbTwLvM7NxFcdKMYZ8Pbv7VgtrRW8DHgGutbAK1kQz+zBh5OGreb4I6Vu8Sf1vQq/xXYQc7wQzG+sZJvfFXucW4J3Adwn1zsD2ch0zOxZ4IfDLPF5DvchtkxToTYSmErr41/lOVsdI1dIki7SfRmi449399tRxyfPfIyTPx7n7mtxegGQy2HYe4DzJZNGPEpbX+QNwZtIbIsUYTBtD7xDfOGAiMNrdf1Vx3CzCjdHn3P32gf42ZHjswnt2Sxz2P4XQ2/hhj7PyU8deCfzF3a/PO37JZhfaOfl+NPAywpyjzxNGBq8DlgFvAZ5293XD8iJkQPFG6HXAK4Hvuvt9/R0b86vzgMuAV3qYHJg8n0wk/CWhI+S1HmvjG1GuyfNO/9HtjdTm7p19PH8zocfiA8lQfuribQP+TqjN+rQ+cGvXQO0cj2mCHdeEBc4FziTUTc5R4ly7+mtjM5sOnEyYkf+d1OMHAp8FHnL3Tw1vxLIrMrxn307oiXyvuz9UcRN1JvBq4HTXBgs1bYDreQRhDtL33P2nqcc/RCjHOcHdG7o3spalbnR3i6MHRwO4+x8qjlsIrAI+5u5PxMeSv4sXEkaWZrv7FcP9GmpJnpuk7FRqmH6emXWY2ejkOTObBOwO/CZJnKNkKOkSwozgHytxrm39tXPqmJ54N/syM5sLXA78E5jq7pcpca5t/bWxuy8CvgiMN7Ovmdm741PHEIaJF4FqnevBAO/Z+wPPAn7t7g/F49PzU14NjFPiXPv6audUHezrCL3UP4Xe1RyaCCMOfwU+aWa76XquTUntsm+ffH8dYXObfZNjLJTEbgRuTxLnCp8FVhNKfRpanttz9yvexW4gfIhWJkibiLXOqR6M7liL8xHCDNA/DV+0sqv6aufUKMIYwtDhoYSF+38A3OHaRKGu9Hctu/sKYI6ZTQDeaGbXAwcD97j7zfEY3QTXgX7a+SlC50ble3ayatLbCMteSR2obOfU9fl+4IfxmPSKSOvM7HJCr/SE5AZKat4bgUPd/THovW5XEZag+1t8rInwFp3sPnkyYW5Dwy/WUFjyHIvXz4hDCZ66GNcR6iST5LgpdTd8KWE94K97hiVXpHiV7Rwf3sfC+pOHEiYkzHf3fxQVowxNH9dyb/1yKpFaRejNGktYlvC5FiYX3dDIdXP1pJ/37G7Cmr+3xUObCbPynbDywlYafHJRPemnnX8OPDse1sT2lRcgLGd2G4NbR1gK5O4PAw+nfvZ4s7uJ7Vu3W+om6RpCXvYddXgUVLaRlhpK6Il1NZ3At4C94+Pb4vDQFOAi4Dx3X1pcxLIrfMflbo4jvNGeAzwNPBkv2l6mXcjqTupa7k2c08P3FjZNOIKwxNE7gH8QdqqSOlLxnt3kYT3feYRRJNy9Oz43jrBW/9cJdZJSR9LtHB+6CRiTfi5lC2HS4KPDFqBUnbtvIozsT7ftq5uNNLN3Ecp23uZhycmGV8iEwYGY2VTC7NA73f33ZvZ+wlJXXe5+ZqHBSVWY2UhC8nwlcA/hhulnhNGQfYEt7n5PcRFKtZjZ2wllOQcCJwKXuzbKKJU4CfTjhDXZbyBM+D2RMPT/etcmR6VgZq8C3k3o/Pgvd99kZq8FpgAPpicSSn2KHVmHEsrrngBeRVi//afu/sMCQ6spNZk8Q+9w72TChboeuJWwJqzehEvEwlI6pwHfIPRadBImDS70DOtSSu2LdXMzCPWSewLHemoJSimH2M4vJYwqdBES6V+7dporldjOhwMnEXb6fS5wI3C3hvPLI7bzIcDjwOPu/nTBIdWUmk2epbHEm6XXAue4+0lFxyPVF9v4FYQb4uvd/XcFhyQiQ2Bhp8JNRcchMtyUPIvIsEvWDS06DhERkcFS8iwiIiIiklHhq22IiIiIiNQLJc8iIiIiIhkpeRYRERERyUjJs4iIiIhIRkqeRUREREQyUvIsIiIiIpKRkmcRERERkYyUPIuIiIiIZKTkWUREREQkIyXPIiIiIiIZKXkWEREREclIybOIiIiISEZKnkVEREREMlLyLCIiIiKSkZJnEREREZGMlDyLiIiIiGSk5FlEREREJCMlzyIiIiIiGSl5FhERERHJSMmziIiIiEhGSp5FRERERDJS8iwiIiIikpGSZxERERGRjJQ8i4iIiIhkpORZRERERCQjJc8iIiIiIhkpeRYRERERyUjJs4iIiIhIRkqeRUREREQyUvIsIiIiIpKRkmcRERERkYyUPIuIiIiIZNRSdAAiIrKdmZ0CHAm0AZ3AQndfVGxUIiKSUM+ziEgNMLOzzWwuIWGenfreZmbzY1ItIiIFU/IsIpIjM5tlZnfFBHi+mU3q45g5wAp3n+nui9y9E8DdO919gbufCow1s1nDHb+IiOxIybOISE5iUjzT3acBFwKTgLkVx8wiQ2mGu88DOtUDLSJSLCXPIiI5MLOpwCy2J8tzgKkVx7QBe2etaY4J9IxqxikiIoOj5FlEJB8z4/fF8fuF8evU1DFnU9ETncFC9T6LiBRHybOISD5Oi9//BODuK9z9yqSeOXq+u68Y5HkXEVbjEBGRAmipOhGRKovlGG2ESYCd/Rw6NtZF92V6P8+1DSlAERHZZUqeRUSq74j4fXG/R8E6d7+wryfMbE5/zw0lOBER2XUq2xARqb5kUt/CAY7rjL3UmZnZdOCPuxSViIgMmZJnEZEqiJucrDez9YRVNgDmJI/tZI3muWyvjc5qBqHuWURECqCyDRGRKojLyM0DiAl0m7vvNcDvrDCzaWY2KcvEwdjrvHaAOmoREcmRep5FRKooPVkwy/HuPhO4sK+dByvOOxU41d2vHHqUIiKyq9TzLCJSXVknC/Zy95lmNtfMlgPz0j3LMamemRxX1UhFRGTQlDyLiFRXsovgoCb1xQR6EnBR7L0ea2bz43lmq1RDRKQ2KHkWEamuZAOTzD3PiVj33OfydCIiUhtU8ywiUl1Jz/OfCo1CRERyYe5edAwiIqVhZg50DrTShoiI1Cf1PIuIVElcEQPU6ywiUlpKnkVEqmfQK22IiEh9UfIsIlI90+J3bZ8tIlJSWm1DRKR6BtXzXLFl9/OBOVl2GhQRkeJowqCISJXEyYK4uw1w3CRgIXChuy+Ij7URkmdthCIiUsNUtiEiUgWp7bUXZTh8PrAoSZwBtAmKiEh9UNmGiEh1TI/fF/Z3UCzVmAqcmnpsEjAHbZAiIlLzlDyLiFRHMllw3gDHzQQ6gVPMeqs7OoEPqvdZRKT2qeZZRGQXmNkcoC2pUTaz5cAKd58xwO85ME+1zSIi9Uk9zyIig2RmpwCz4n8npRaTSJViDGB5HnGJiEj+NGFQRGTwOuPXzFhqMQe40t2zLFG302Mqlq4TEZEapORZRGSQ3H0RMBuYYWYLgU53zzrZbzawQ2mHmbXFMpAFff+KiIjUCtU8i4gMMzM7m7Apytr4UKe7DzTRUEREaoCSZxERERGRjFS2ISIiIiKSkZJnEREREZGMlDyLiIiIiGSk5FlEREREJCMlzyIiIiIiGSl5FhERERHJSMmziIiIiEhGSp5FRERERDJS8iwiIiIikpGSZxERERGRjJQ8i4iIiIhkpORZRERERCSj/wesTq7x7x8zCAAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Figure\n", "fig = plt.figure(figsize=(12, 12))\n", "ax = fig.add_subplot(111)\n", "ax.set_aspect('equal')\n", "\n", "# Boundary and Gridlines\n", "scale = 1\n", "fig, tax = ternary.figure(ax=ax, scale=scale)\n", "\n", "# Draw Boundary and Gridlines\n", "tax.boundary(linewidth=2.0)\n", "tax.gridlines(color='grey', multiple=scale/5., linewidth=1.0, alpha=0.4, ls='--')\n", "tax.gridlines(color='grey', multiple=scale/10., linewidth=0.5, alpha=0.4, ls=':')\n", "\n", "# Set Axis labels and Title\n", "fontsize = 23\n", "tax.set_title(r'$\\mathcal{O}_{e\\mu}\\:operator$', fontsize=fontsize+10, pad=35)\n", "tax.left_axis_label(r\"$f_{\\tau}^{\\oplus}$\", fontsize=fontsize+8, offset=0.2, rotation=0)\n", "tax.right_axis_label(r\"$f_{\\mu}^{\\oplus}$\", fontsize=fontsize+8, offset=0.2, rotation=0)\n", "tax.bottom_axis_label(r\"$f_{e}^{\\oplus}$\", fontsize=fontsize+8, position=(0.55, -0.20/2, 0.5), rotation=0)\n", "\n", "# Remove default Matplotlib axis\n", "tax.get_axes().axis('off')\n", "tax.clear_matplotlib_ticks()\n", "\n", "# Plot\n", "tax.scatter(frs_010_T12, marker='o', s=2, alpha=1, color='green')\n", "tax.scatter(frs_100_T12, marker='o', s=2, alpha=1, color='blue')\n", "tax.scatter(frs_120_T12, marker='o', s=2, alpha=1, color='red')\n", "\n", "# Legend\n", "l_size = fontsize\n", "legend_elements = []\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='red', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (1:2:0\\right )$')\n", ")\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='green', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (0:1:0\\right )$')\n", ")\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='blue', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (1:0:0\\right )$')\n", ")\n", "legend = plt.legend(handles=legend_elements, loc=(0.65, 0.8),\n", " title='Source composition',\n", " fontsize=l_size,\n", " handler_map={Circle: HandlerCircle()})\n", "plt.setp(legend.get_title(), fontsize=l_size)\n", "legend.get_frame().set_linestyle('-')\n", "\n", "# Set ticks\n", "tax.ticks(axis='blr', multiple=scale/5., linewidth=1, offset=0.03,\n", " fontsize=fontsize, tick_formats='%.1f')\n", "\n", "tax._redraw_labels()" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "scen = MixingScenario.T23\n", "\n", "s = [1, 0, 0]\n", "frs_100_T23 = []\n", "for x in sc:\n", " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=1e6)\n", " frs_100_T23.append(fr_utils.u_to_fr(s, np.array(u, dtype=np.complex128)))\n", "frs_100_T23 = np.vstack(frs_100_T23)\n", " \n", "s = [0, 1, 0]\n", "frs_010_T23 = []\n", "for x in sc:\n", " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=1e6)\n", " frs_010_T23.append(fr_utils.u_to_fr(s, np.array(u, dtype=np.complex128)))\n", "frs_010_T23 = np.vstack(frs_010_T23)\n", "\n", "s = [1, 2, 0]\n", "frs_120_T23 = []\n", "for x in sc:\n", " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=1e6)\n", " frs_120_T23.append(fr_utils.u_to_fr(s, np.array(u, dtype=np.complex128)))\n", "frs_120_T23 = np.vstack(frs_120_T23)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Figure\n", "fig = plt.figure(figsize=(12, 12))\n", "ax = fig.add_subplot(111)\n", "ax.set_aspect('equal')\n", "\n", "# Boundary and Gridlines\n", "scale = 1\n", "fig, tax = ternary.figure(ax=ax, scale=scale)\n", "\n", "# Draw Boundary and Gridlines\n", "tax.boundary(linewidth=2.0)\n", "tax.gridlines(color='grey', multiple=scale/5., linewidth=1.0, alpha=0.4, ls='--')\n", "tax.gridlines(color='grey', multiple=scale/10., linewidth=0.5, alpha=0.4, ls=':')\n", "\n", "# Set Axis labels and Title\n", "fontsize = 23\n", "tax.set_title(r'$\\mathcal{O}_{\\mu\\tau}\\:operator$', fontsize=fontsize+10, pad=35)\n", "tax.left_axis_label(r\"$f_{\\tau}^{\\oplus}$\", fontsize=fontsize+8, offset=0.2, rotation=0)\n", "tax.right_axis_label(r\"$f_{\\mu}^{\\oplus}$\", fontsize=fontsize+8, offset=0.2, rotation=0)\n", "tax.bottom_axis_label(r\"$f_{e}^{\\oplus}$\", fontsize=fontsize+8, position=(0.55, -0.20/2, 0.5), rotation=0)\n", "\n", "# Remove default Matplotlib axis\n", "tax.get_axes().axis('off')\n", "tax.clear_matplotlib_ticks()\n", "\n", "# Plot\n", "tax.scatter(frs_010_T23, marker='o', s=2, alpha=1, color='green')\n", "tax.scatter(frs_100_T23, marker='o', s=2, alpha=1, color='blue')\n", "tax.scatter(frs_120_T23, marker='o', s=2, alpha=1, color='red')\n", "\n", "# Legend\n", "l_size = fontsize\n", "legend_elements = []\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='red', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (1:2:0\\right )$')\n", ")\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='green', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (0:1:0\\right )$')\n", ")\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='blue', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (1:0:0\\right )$')\n", ")\n", "legend = plt.legend(handles=legend_elements, loc=(0.65, 0.8),\n", " title='Source composition',\n", " fontsize=l_size,\n", " handler_map={Circle: HandlerCircle()})\n", "plt.setp(legend.get_title(), fontsize=l_size)\n", "legend.get_frame().set_linestyle('-')\n", "\n", "# Set ticks\n", "tax.ticks(axis='blr', multiple=scale/5., linewidth=1, offset=0.03,\n", " fontsize=fontsize, tick_formats='%.1f')\n", "\n", "tax._redraw_labels()" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "scen = MixingScenario.T13\n", "\n", "s = [1, 0, 0]\n", "frs_100_T13 = []\n", "for x in sc:\n", " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=1e6)\n", " frs_100_T13.append(fr_utils.u_to_fr(s, np.array(u, dtype=np.complex128)))\n", "frs_100_T13 = np.vstack(frs_100_T13)\n", " \n", "s = [0, 1, 0]\n", "frs_010_T13 = []\n", "for x in sc:\n", " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=1e6)\n", " frs_010_T13.append(fr_utils.u_to_fr(s, np.array(u, dtype=np.complex128)))\n", "frs_010_T13 = np.vstack(frs_010_T13)\n", "\n", "s = [1, 2, 0]\n", "frs_120_T13 = []\n", "for x in sc:\n", " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=1e6)\n", " frs_120_T13.append(fr_utils.u_to_fr(s, np.array(u, dtype=np.complex128)))\n", "frs_120_T13 = np.vstack(frs_120_T13)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Figure\n", "fig = plt.figure(figsize=(12, 12))\n", "ax = fig.add_subplot(111)\n", "ax.set_aspect('equal')\n", "\n", "# Boundary and Gridlines\n", "scale = 1\n", "fig, tax = ternary.figure(ax=ax, scale=scale)\n", "\n", "# Draw Boundary and Gridlines\n", "tax.boundary(linewidth=2.0)\n", "tax.gridlines(color='grey', multiple=scale/5., linewidth=1.0, alpha=0.4, ls='--')\n", "tax.gridlines(color='grey', multiple=scale/10., linewidth=0.5, alpha=0.4, ls=':')\n", "\n", "# Set Axis labels and Title\n", "fontsize = 23\n", "tax.set_title(r'$\\mathcal{O}_{e\\tau}\\:operator$', fontsize=fontsize+10, pad=35)\n", "tax.left_axis_label(r\"$f_{\\tau}^{\\oplus}$\", fontsize=fontsize+8, offset=0.2, rotation=0)\n", "tax.right_axis_label(r\"$f_{\\mu}^{\\oplus}$\", fontsize=fontsize+8, offset=0.2, rotation=0)\n", "tax.bottom_axis_label(r\"$f_{e}^{\\oplus}$\", fontsize=fontsize+8, position=(0.55, -0.20/2, 0.5), rotation=0)\n", "\n", "# Remove default Matplotlib axis\n", "tax.get_axes().axis('off')\n", "tax.clear_matplotlib_ticks()\n", "\n", "# Plot\n", "tax.scatter(frs_010_T13, marker='o', s=2, alpha=1, color='green')\n", "tax.scatter(frs_100_T13, marker='o', s=2, alpha=1, color='blue')\n", "tax.scatter(frs_120_T13, marker='o', s=2, alpha=1, color='red')\n", "\n", "# Legend\n", "l_size = fontsize\n", "legend_elements = []\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='red', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (1:2:0\\right )$')\n", ")\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='green', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (0:1:0\\right )$')\n", ")\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='blue', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (1:0:0\\right )$')\n", ")\n", "legend = plt.legend(handles=legend_elements, loc=(0.65, 0.8),\n", " title='Source composition',\n", " fontsize=l_size,\n", " handler_map={Circle: HandlerCircle()})\n", "plt.setp(legend.get_title(), fontsize=l_size)\n", "legend.get_frame().set_linestyle('-')\n", "\n", "# Set ticks\n", "tax.ticks(axis='blr', multiple=scale/5., linewidth=1, offset=0.03,\n", " fontsize=fontsize, tick_formats='%.1f')\n", "\n", "tax._redraw_labels()" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Figure\n", "fig = plt.figure(figsize=(12, 12))\n", "ax = fig.add_subplot(111)\n", "ax.set_aspect('equal')\n", "\n", "# Boundary and Gridlines\n", "scale = 1\n", "fig, tax = ternary.figure(ax=ax, scale=scale)\n", "\n", "# Draw Boundary and Gridlines\n", "tax.boundary(linewidth=2.0)\n", "tax.gridlines(color='grey', multiple=scale/5., linewidth=1.0, alpha=0.4, ls='--')\n", "tax.gridlines(color='grey', multiple=scale/10., linewidth=0.5, alpha=0.4, ls=':')\n", "\n", "# Set Axis labels and Title\n", "fontsize = 23\n", "tax.left_axis_label(r\"$f_{\\tau}^{\\oplus}$\", fontsize=fontsize+8, offset=0.2, rotation=0)\n", "tax.right_axis_label(r\"$f_{\\mu}^{\\oplus}$\", fontsize=fontsize+8, offset=0.2, rotation=0)\n", "tax.bottom_axis_label(r\"$f_{e}^{\\oplus}$\", fontsize=fontsize+8, position=(0.55, -0.20/2, 0.5), rotation=0)\n", "\n", "# Remove default Matplotlib axis\n", "tax.get_axes().axis('off')\n", "tax.clear_matplotlib_ticks()\n", "\n", "# Plot\n", "tax.scatter(sm_010, marker='.', s=0.2, alpha=0.2, color='green')\n", "tax.scatter(sm_100, marker='.', s=0.2, alpha=0.2, color='blue')\n", "tax.scatter(sm_120, marker='.', s=0.2, alpha=0.2, color='red')\n", "tax.scatter([[0.5, 0.5, 0]], marker='*', s=1000, alpha=1.0, color='red', zorder=100)\n", "tax.scatter([[0, 1, 0]], marker='*', s=1000, alpha=1.0, color='green', zorder=100)\n", "tax.scatter([[1, 0, 0]], marker='*', s=1000, alpha=1.0, color='blue', zorder=100)\n", "\n", "# Contour\n", "tax.plot(contour_68_upper, linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n", "tax.plot(contour_68_lower, linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n", "tax.plot(contour_90_upper, linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n", "tax.plot(contour_90_lower, linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n", "\n", "# Lines\n", "marker_style = dict(\n", " linestyle=' ', color='darkorange', linewidth=1.2,\n", " markersize=14, zorder=0\n", ")\n", "\n", "p1 = (0.18301213, 0.43765598, 0.37933189)\n", "p2 = (0, 1, 0)\n", "divisions = 46\n", "x_d = np.linspace(p1[0], p2[0], divisions+1)\n", "y_d = np.linspace(p1[1], p2[1], divisions+1)\n", "z_d = np.linspace(p1[2], p2[2], divisions+1)\n", "for n in xrange(divisions-2):\n", " p = (x_d[n], y_d[n], z_d[n])\n", " q = (x_d[n+1], y_d[n+1], z_d[n+1])\n", " tax.line(p, q, marker=(3, 2, 180+46.5), **marker_style)\n", "\n", "p1 = (0.55003613, 0.18301213, 0.26695174)\n", "p2 = (1, 0, 0)\n", "divisions = 35\n", "x_d = np.linspace(p1[0], p2[0], divisions+1)\n", "y_d = np.linspace(p1[1], p2[1], divisions+1)\n", "z_d = np.linspace(p1[2], p2[2], divisions+1)\n", "for n in xrange(divisions-2):\n", " p = (x_d[n], y_d[n], z_d[n])\n", " q = (x_d[n+1], y_d[n+1], z_d[n+1])\n", " tax.line(p, q, marker=(3, 2, 180+63), **marker_style)\n", " \n", "p1 = (0.30535346, 0.3527747, 0.34187184)\n", "p2 = (0.5, 0.5, 0)\n", "divisions = 29\n", "x_d = np.linspace(p1[0], p2[0], divisions+1)\n", "y_d = np.linspace(p1[1], p2[1], divisions+1)\n", "z_d = np.linspace(p1[2], p2[2], divisions+1)\n", "for n in xrange(divisions-2):\n", " p = (x_d[n], y_d[n], z_d[n])\n", " q = (x_d[n+1], y_d[n+1], z_d[n+1])\n", " tax.line(p, q, marker=(3, 2, 180), **marker_style)\n", "\n", "# Text\n", "ax.text(0.55, 0.39, r'$\\mathcal{O}_{e\\mu}$', fontsize=fontsize,\n", " rotation=0, verticalalignment='center')\n", "ax.text(0.58, 0.33, r'$\\Lambda_d\\Longrightarrow$', fontsize=fontsize+5,\n", " rotation=23, verticalalignment='center')\n", "ax.text(0.36, 0.53, r'$\\mathcal{O}_{e\\tau}$', fontsize=fontsize,\n", " rotation=0, verticalalignment='center')\n", "ax.text(0.445, 0.54, r'$\\Lambda_d\\Longrightarrow$', fontsize=fontsize+5,\n", " rotation=80, verticalalignment='center')\n", "ax.text(0.68, 0.09, r'$\\mathcal{O}_{\\mu\\tau}$', fontsize=fontsize,\n", " rotation=0, verticalalignment='center')\n", "ax.text(0.7, 0.14, r'$\\Lambda_d\\Longrightarrow$', fontsize=fontsize+5,\n", " rotation=-23, verticalalignment='center')\n", "ax.text(0.34, 0.2, r'$68\\%$', fontsize=fontsize, rotation=5)\n", "ax.text(0.34, 0.1, r'$90\\%$', fontsize=fontsize, rotation=5)\n", "\n", "# Legend\n", "l_size = fontsize\n", "legend_elements = []\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='red', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (1:2:0\\right )$')\n", ")\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='green', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (0:1:0\\right )$')\n", ")\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='blue', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (1:0:0\\right )$')\n", ")\n", "legend = plt.legend(handles=legend_elements, loc=(0.65, 0.8),\n", " title='Source composition',\n", " fontsize=l_size,\n", " handler_map={Circle: HandlerCircle()})\n", "plt.setp(legend.get_title(), fontsize=l_size)\n", "legend.get_frame().set_linestyle('-')\n", "\n", "# Set ticks\n", "tax.ticks(axis='blr', multiple=scale/5., linewidth=1, offset=0.03,\n", " fontsize=fontsize, tick_formats='%.1f')\n", "\n", "tax._redraw_labels()\n", "\n", "# save\n", "fig.savefig('./plots/fr_star.png', bbox_inches='tight', dpi=150)" ] }, { "cell_type": "code", "execution_count": 83, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Figure\n", "fig = plt.figure(figsize=(12, 12))\n", "gs = gridspec.GridSpec(1, 2, width_ratios=[40, 1])\n", "gs.update(hspace=0.4, wspace=0.15)\n", "\n", "ax = fig.add_subplot(gs[0])\n", "ax.set_aspect('equal')\n", "\n", "norm = mpl.colors.Normalize(vmin=np.min(sc), vmax=np.max(sc))\n", "\n", "# Boundary and Gridlines\n", "scale = 1\n", "fig, tax = ternary.figure(ax=ax, scale=scale)\n", "\n", "# Draw Boundary and Gridlines\n", "tax.boundary(linewidth=2.0)\n", "tax.gridlines(color='grey', multiple=scale/5., linewidth=1.0, alpha=0.4, ls='--')\n", "tax.gridlines(color='grey', multiple=scale/10., linewidth=0.5, alpha=0.4, ls=':')\n", "\n", "# Set Axis labels and Title\n", "fontsize = 23\n", "tax.left_axis_label(r\"$f_{\\tau}^{\\oplus}$\", fontsize=fontsize+8, offset=0.2, rotation=0)\n", "tax.right_axis_label(r\"$f_{\\mu}^{\\oplus}$\", fontsize=fontsize+8, offset=0.2, rotation=0)\n", "tax.bottom_axis_label(r\"$f_{e}^{\\oplus}$\", fontsize=fontsize+8, position=(0.55, -0.20/2, 0.5), rotation=0)\n", "\n", "# Remove default Matplotlib axis\n", "tax.get_axes().axis('off')\n", "tax.clear_matplotlib_ticks()\n", "\n", "# Plot\n", "tax.scatter(sm_010, marker='.', s=0.8, alpha=0.2, color='green', zorder=90)\n", "tax.scatter(sm_100, marker='.', s=0.8, alpha=0.2, color='blue', zorder=90)\n", "tax.scatter(sm_120_uni, marker='.', s=0.8, alpha=0.2, color='red')\n", "tax.scatter([[0, 1, 0]], marker='*', s=1000, alpha=1.0, color='green', zorder=100)\n", "tax.scatter([[1, 0, 0]], marker='*', s=1000, alpha=1.0, color='blue', zorder=100)\n", "\n", "# Contour\n", "tax.plot(contour_68_upper, linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n", "tax.plot(contour_68_lower, linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n", "tax.plot(contour_90_upper, linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n", "tax.plot(contour_90_lower, linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n", "\n", "# Lines\n", "marker_style = dict(\n", " linestyle=' ', color='darkorange', linewidth=1.2,\n", " markersize=14, zorder=0\n", ")\n", "\n", "# Trajectories\n", "def alp(x):\n", " y = list(x)\n", " y[-1] = 0.2\n", " return y\n", "\n", "#cmap = mpl.cm.hsv\n", "cmap_b = mpl.colors.LinearSegmentedColormap.from_list(\"\", [\"black\", \"aqua\", \"blue\"])\n", "cmap_g = mpl.colors.LinearSegmentedColormap.from_list(\"\", [\"black\", \"lime\", \"green\"])\n", "#cmap_b = mpl.colors.LinearSegmentedColormap.from_list(\"\", [\"black\", \"aqua\", \"c\", \"blue\", \"darkblue\"])\n", "#cmap_g = mpl.colors.LinearSegmentedColormap.from_list(\"\", [\"black\", \"springgreen\", \"lime\", \"green\", \"darkgreen\"])\n", "#cmap_r = mpl.colors.LinearSegmentedColormap.from_list(\"\", [\"black\", \"lightsalmon\", \"red\"])\n", "c_g = map(alp, map(cmap_g, map(norm, sc)))\n", "tax.scatter(frs_010_T13, marker='o', s=10, color=c_g)\n", "c_b= map(alp, map(cmap_b, map(norm, sc)))\n", "tax.scatter(frs_100_T23, marker='o', s=10, color=c_b)\n", "#c_r= map(alp, map(cmap_r, map(norm, sc)))\n", "#tax.scatter(frs_120_T12, marker='o', s=10, color=c_r)\n", "\n", "# Text\n", "#ax.text(0.63, 0.46, r'$\\mathcal{O}_{e\\mu}$', fontsize=fontsize,\n", "# rotation=0, verticalalignment='center')\n", "ax.text(0.437, 0.66, r'$\\mathcal{O}_{e\\tau}$', fontsize=fontsize,\n", " rotation=0, verticalalignment='center')\n", "ax.text(0.72, 0.09, r'$\\mathcal{O}_{\\mu\\tau}$', fontsize=fontsize,\n", " rotation=0, verticalalignment='center')\n", "ax.text(0.34, 0.2, r'$68\\%$', fontsize=fontsize, rotation=5)\n", "ax.text(0.34, 0.1, r'$90\\%$', fontsize=fontsize, rotation=5)\n", "\n", "# Legend\n", "l_size = fontsize\n", "legend_elements = []\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='red', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (1:2:0\\right )$')\n", ")\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='green', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (0:1:0\\right )$')\n", ")\n", "legend_elements.append(\n", " Circle((0., 0.), 0.1, facecolor='blue', alpha=0.7, edgecolor='k',\n", " linewidth=2., label=r'$\\left (1:0:0\\right )$')\n", ")\n", "legend = plt.legend(handles=legend_elements, loc=(0.65, 0.8),\n", " title='Source composition',\n", " fontsize=l_size,\n", " handler_map={Circle: HandlerCircle()})\n", "plt.setp(legend.get_title(), fontsize=l_size)\n", "legend.get_frame().set_linestyle('-')\n", "\n", "# Colorbar\n", "gs00 = gridspec.GridSpecFromSubplotSpec(2, 1, subplot_spec=gs[1])\n", "ax0 = fig.add_subplot(gs00[0])\n", "cb = mpl.colorbar.ColorbarBase(ax0, cmap=cmap_g, norm=norm)\n", "cb.ax.tick_params(labelsize=fontsize-5)\n", "ax1 = fig.add_subplot(gs00[1])\n", "cb = mpl.colorbar.ColorbarBase(ax1, cmap=cmap_b, norm=norm)\n", "cb.ax.tick_params(labelsize=fontsize-5)\n", "cb.set_label(r'${\\rm New\\:Physics\\:Scale}\\:[\\:{\\rm log}_{10} (\\Lambda^{-1}_{d=6}\\:/\\:{\\rm GeV}^{-2})\\: ]$',\n", " fontsize=fontsize+5, labelpad=20, horizontalalignment='left')\n", "#ax2 = fig.add_subplot(gs00[2])\n", "#cb = mpl.colorbar.ColorbarBase(ax2, cmap=cmap_r, norm=norm)\n", "#cb.ax.tick_params(labelsize=fontsize-5)\n", "\n", "# Set ticks\n", "tax.ticks(axis='blr', multiple=scale/5., linewidth=1, offset=0.03,\n", " fontsize=fontsize, tick_formats='%.1f')\n", "\n", "tax._redraw_labels()\n", "\n", "# save\n", "fig.savefig('./plots/fr_star.png', bbox_inches='tight', dpi=150)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.14" } }, "nbformat": 4, "nbformat_minor": 2 }