diff options
| author | shivesh <s.p.mandalia@qmul.ac.uk> | 2018-11-09 22:24:06 -0600 |
|---|---|---|
| committer | shivesh <s.p.mandalia@qmul.ac.uk> | 2018-11-09 22:24:06 -0600 |
| commit | 7f047af009d7e8dd1dee9511e36af3b2deca5237 (patch) | |
| tree | 99188dc381d6cf9b467ad537687a740e32390272 | |
| parent | 274a0cdf6d243bc3eb642b7d7bfa0eea8f0ea72e (diff) | |
| parent | 6917c09df387774d37fad2642d40c83523fa9933 (diff) | |
| download | GolemFlavor-7f047af009d7e8dd1dee9511e36af3b2deca5237.tar.gz GolemFlavor-7f047af009d7e8dd1dee9511e36af3b2deca5237.zip | |
Merge branch 'master' of https://github.com/ShiveshM/flavour_ratio
| -rw-r--r-- | plot_llh/.ipynb_checkpoints/trajectory-checkpoint.ipynb | 543 | ||||
| -rw-r--r-- | plot_llh/calc_fr_MCMC.py | 76 | ||||
| -rw-r--r-- | plot_llh/testing.ipynb | 126 | ||||
| -rw-r--r-- | plot_llh/trajectory.ipynb | 548 | ||||
| -rw-r--r-- | utils/fr.py | 4 |
5 files changed, 1146 insertions, 151 deletions
diff --git a/plot_llh/.ipynb_checkpoints/trajectory-checkpoint.ipynb b/plot_llh/.ipynb_checkpoints/trajectory-checkpoint.ipynb index 2fd6442..fe2644e 100644 --- a/plot_llh/.ipynb_checkpoints/trajectory-checkpoint.ipynb +++ b/plot_llh/.ipynb_checkpoints/trajectory-checkpoint.ipynb @@ -1,6 +1,545 @@ { - "cells": [], - "metadata": {}, + "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 sys\n", + "sys.path.extend(['.', '..'])\n", + "\n", + "import numpy as np\n", + "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", + "plt.style.use('./paper.mplstyle')\n", + "\n", + "from scipy import interpolate\n", + "\n", + "import ternary\n", + "\n", + "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": 116, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[1, 0, 0] -> [ 0.550 0.183 0.267] = [ 0.537 0.269]\n", + "[0, 1, 0] -> [ 0.183 0.438 0.379] = [ 0.385 -0.158]\n", + "[1, 2, 0] -> [ 0.305 0.353 0.342] = [ 0.433 -0.031]\n" + ] + } + ], + "source": [ + "s = [1, 0, 0]\n", + "m = fr_utils.u_to_fr(s, np.array(fr_utils.NUFIT_U, dtype=np.complex128))\n", + "print s, r'-> [{0:6.3f} {1:6.3f} {2:6.3f}]'.format(*m), r'= [{0:6.3f} {1:6.3f}]'.format(*fr_utils.fr_to_angles(m))\n", + "s = [0, 1, 0]\n", + "m = fr_utils.u_to_fr(s, np.array(fr_utils.NUFIT_U, dtype=np.complex128))\n", + "print s, r'-> [{0:6.3f} {1:6.3f} {2:6.3f}]'.format(*m), r'= [{0:6.3f} {1:6.3f}]'.format(*fr_utils.fr_to_angles(m))\n", + "s = [1, 2, 0]\n", + "m = fr_utils.u_to_fr(s, np.array(fr_utils.NUFIT_U, dtype=np.complex128))\n", + "print s, r'-> [{0:6.3f} {1:6.3f} {2:6.3f}]'.format(*m), r'= [{0:6.3f} {1:6.3f}]'.format(*fr_utils.fr_to_angles(m))" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "SM_120 = np.load('./chains/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", + "T13_010 = np.genfromtxt('./frs/fr_DIM6_sfr_0_1_0_mfr_1_1_1_MixingScenario.T13_flat.txt')\n", + "T23_100 = np.genfromtxt('./frs/fr_DIM6_sfr_1_0_0_mfr_1_1_1_MixingScenario.T23_flat.txt')\n", + "#T13_010 = np.genfromtxt('./frs/fr_DIM4_sfr_0_1_0_mfr_1_1_1_MixingScenario.T13_flat.txt')\n", + "#T23_100 = np.genfromtxt('./frs/fr_DIM4_sfr_1_0_0_mfr_1_1_1_MixingScenario.T23_flat.txt')" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(200000, 3) (69648, 4) (69023, 4)\n" + ] + } + ], + "source": [ + "print SM_120.shape, T13_010.shape, T23_100.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "bc = np.genfromtxt('./bayes_contours.csv', delimiter=',', skip_header=2)\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 = np.array(interp(swap(bc[:,:3])))\n", + "contour_68_lower = np.array(interp(swap(bc[:,3:6])))\n", + "contour_90_upper = np.array(interp(swap(bc[:,6:9])))\n", + "contour_90_lower = np.array(interp(swap(bc[:,9:])))" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [], + "source": [ + "T13_010_an = np.array(map(fr_utils.fr_to_angles, T13_010[:,:-1]))\n", + "T23_100_an = np.array(map(fr_utils.fr_to_angles, T23_100[:,:-1]))\n", + "\n", + "contour_68_upper_an = np.array(map(fr_utils.fr_to_angles, contour_68_upper))\n", + "contour_68_lower_an = np.array(map(fr_utils.fr_to_angles, contour_68_lower))\n", + "contour_90_upper_an = np.array(map(fr_utils.fr_to_angles, contour_90_upper))\n", + "contour_90_lower_an = np.array(map(fr_utils.fr_to_angles, contour_90_lower))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "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": 10, + "metadata": {}, + "outputs": [], + "source": [ + "def cmap_discretize(cmap, N):\n", + " colors_i = np.concatenate((np.linspace(0, 1., N), (0.,0.,0.,0.)))\n", + " colors_rgba = cmap(colors_i)\n", + " indices = np.linspace(0, 1., N+1)\n", + " cdict = {}\n", + " for ki,key in enumerate(('red','green','blue')):\n", + " cdict[key] = [ (indices[i], colors_rgba[i-1,ki], colors_rgba[i,ki]) for i in xrange(N+1) ]\n", + " # Return colormap object.\n", + " return mpl.colors.LinearSegmentedColormap(cmap.name + \"_%d\"%N, cdict, 1024)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "min_scale -52.0\n", + "max_scale -40.0\n" + ] + } + ], + "source": [ + "d = [T13_010, T23_100]\n", + "min_scale = 1E100\n", + "max_scale = -1E100\n", + "\n", + "for i in d:\n", + " min_scale = min_scale if min_scale < np.min(i[:,-1]) else np.min(i[:,-1])\n", + " max_scale = max_scale if max_scale > np.max(i[:,-1]) else np.max(i[:,-1])\n", + "\n", + "print 'min_scale', min_scale\n", + "print 'max_scale', max_scale" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "def alp(x):\n", + " y = list(x)\n", + " y[-1] = 0.7\n", + " return y\n", + "\n", + "#cmap_010 = plt.get_cmap('jet', 10)\n", + "#cmap_100 = plt.get_cmap('jet', 10)\n", + "cmap_g = mpl.colors.LinearSegmentedColormap.from_list(\"\", [\"lime\", \"gold\", \"darkorange\"])\n", + "cmap_b = mpl.colors.LinearSegmentedColormap.from_list(\"\", [\"blue\", \"fuchsia\", \"darkmagenta\"])\n", + "cmap_010 = cmap_discretize(cmap_g, 10)\n", + "cmap_100 = cmap_discretize(cmap_b, 10)\n", + "\n", + "color_010 = map(alp, map(cmap_010, map(norm, T13_010[:,-1])))\n", + "color_100 = map(alp, map(cmap_100, map(norm, T23_100[:,-1])))" + ] + }, + { + "cell_type": "code", + "execution_count": 99, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 864x864 with 3 Axes>" + ] + }, + "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 = gridspec.GridSpec(2, 1, height_ratios=[40, 1])\n", + "gs.update(hspace=0.3, wspace=0.15)\n", + "\n", + "ax = fig.add_subplot(gs[0])\n", + "ax.set_aspect('equal')\n", + "\n", + "norm = mpl.colors.Normalize(vmin=min_scale, vmax=max_scale)\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_120, marker='o', s=0.03, alpha=0.3, color='red')\n", + "#tax.scatter([[0, 1, 0]], marker='*', s=500, alpha=1.0, color='green', zorder=100)\n", + "#tax.scatter([[1, 0, 0]], marker='*', s=500, 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", + "tax.scatter(T13_010[:,:-1], marker='o', s=0.03, color=color_010)\n", + "tax.scatter(T23_100[:,:-1], marker='o', s=0.03, color=color_100)\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(0.34, 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='lime', 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(1, 2, subplot_spec=gs[1])\n", + "ax0 = fig.add_subplot(gs00[0])\n", + "cb = mpl.colorbar.ColorbarBase(ax0, cmap=cmap_010, norm=norm, orientation='horizontal')\n", + "cb.ax.tick_params(labelsize=fontsize-5)\n", + "ax0.text(0.5, 2, r'$\\mathcal{O}_{e\\tau}\\:texture$', fontsize=fontsize,\n", + " rotation=0, verticalalignment='center', horizontalalignment='center')\n", + "\n", + "\n", + "ax1 = fig.add_subplot(gs00[1])\n", + "cb = mpl.colorbar.ColorbarBase(ax1, cmap=cmap_100, norm=norm, orientation='horizontal')\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", + "ax1.text(0.5, 2, r'$\\mathcal{O}_{\\mu\\tau}\\:texture$', fontsize=fontsize,\n", + " rotation=0, verticalalignment='center', horizontalalignment='center')\n", + "\n", + "fig.text(0.5, 0.038, r'${\\rm New\\:Physics\\:Scale}\\:[\\:{\\rm log}_{10} (\\Lambda^{-1}_{d=6}\\:/\\:{\\rm GeV}^{-2})\\: ]$',\n", + " fontsize=fontsize+5, horizontalalignment='center')\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_trajectory.png', bbox_inches='tight', dpi=150)\n", + "#fig.savefig('./plots/fr_trajectory.pdf', bbox_inches='tight', dpi=150)" + ] + }, + { + "cell_type": "code", + "execution_count": 98, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 720x720 with 3 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Figure\n", + "fig = plt.figure(figsize=(10, 10))\n", + "gs = gridspec.GridSpec(1, 2, width_ratios=[40, 1])\n", + "gs.update(hspace=0.3, wspace=0.15)\n", + "\n", + "ax = fig.add_subplot(gs[0])\n", + "\n", + "ax.set_xlim(0, 1)\n", + "ax.set_ylim(-1, 1)\n", + "\n", + "ax.tick_params(axis='x', labelsize=fontsize)\n", + "ax.tick_params(axis='y', labelsize=fontsize)\n", + "\n", + "ax.set_xlabel(r'$sin^4\\phi$', fontsize=fontsize+5)\n", + "ax.set_ylabel(r'$cos\\left (2\\psi\\right )$', fontsize=fontsize+5)\n", + "\n", + "for ymaj in ax.yaxis.get_majorticklocs():\n", + " ax.axhline(y=ymaj, ls='--', color='gray', alpha=0.4, linewidth=0.5)\n", + "for xmaj in ax.xaxis.get_majorticklocs():\n", + " ax.axvline(x=xmaj, ls='--', color='gray', alpha=0.4, linewidth=0.5)\n", + "\n", + "# HESE data\n", + "ax.plot(contour_68_upper_an[:,0], contour_68_upper_an[:,1], linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n", + "ax.plot(contour_68_lower_an[:,0], contour_68_lower_an[:,1], linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n", + "ax.plot(contour_90_upper_an[:,0], contour_90_upper_an[:,1], linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n", + "ax.plot(contour_90_lower_an[:,0], contour_90_lower_an[:,1], linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n", + "\n", + "# Plot\n", + "ax.scatter(T13_010_an[:,0], T13_010_an[:,1], marker='o', s=0.03, color=color_010)\n", + "ax.scatter(T23_100_an[:,0], T23_100_an[:,1], marker='o', s=0.03, color=color_100)\n", + "\n", + "# Legend\n", + "l_size = fontsize\n", + "legend_elements = []\n", + "legend_elements.append(\n", + " Circle((0., 0.), 0.1, facecolor='lime', 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=(0.03, 0.78),\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_010, norm=norm)\n", + "cb.ax.tick_params(labelsize=fontsize-5)\n", + "ax0.text(-1.5, 0.5, r'$\\mathcal{O}_{e\\tau}\\:texture$', fontsize=fontsize,\n", + " rotation=90, verticalalignment='center', horizontalalignment='center')\n", + "\n", + "\n", + "ax1 = fig.add_subplot(gs00[1])\n", + "cb = mpl.colorbar.ColorbarBase(ax1, cmap=cmap_100, norm=norm)\n", + "cb.ax.tick_params(labelsize=fontsize-5)\n", + "ax1.text(-1.5, 0.5, r'$\\mathcal{O}_{\\mu\\tau}\\:texture$', fontsize=fontsize,\n", + " rotation=90, verticalalignment='center', horizontalalignment='center')\n", + "\n", + "fig.text(0.98, 0.5, r'${\\rm New\\:Physics\\:Scale}\\:[\\:{\\rm log}_{10} (\\Lambda^{-1}_{d=6}\\:/\\:{\\rm GeV}^{-2})\\: ]$',\n", + " fontsize=fontsize+5, horizontalalignment='center', verticalalignment='center', rotation=-90)\n", + "\n", + "# Text\n", + "ax.text(0.34, 0.12, r'$68\\%$', fontsize=fontsize, rotation=12)\n", + "ax.text(0.33, 0.26, r'$90\\%$', fontsize=fontsize, rotation=18)\n", + "\n", + "fig.savefig('./plots/fr_an_trajectory.png', bbox_inches='tight', dpi=150)" + ] + }, + { + "cell_type": "code", + "execution_count": 117, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy.stats import multivariate_normal, rv_continuous" + ] + }, + { + "cell_type": "code", + "execution_count": 118, + "metadata": {}, + "outputs": [], + "source": [ + "class Gaussian(rv_continuous):\n", + " \"\"\"Gaussian for one dimension.\"\"\"\n", + " def _pdf(self, x, mu, sig):\n", + " return (1./np.sqrt(2*np.pi*sig**2))*np.exp(-((x-mu)**2)/(2*sig**2))" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "53.60116635392305\n", + "50.84659613718594\n", + "\n", + "53.60116206298731\n", + "42.26329787319742\n" + ] + } + ], + "source": [ + "print Gaussian().logpdf(\n", + " 7.40E-23, 7.40e-23, 2.1E-24\n", + ")\n", + "print Gaussian().logpdf(\n", + " 2.494E-21, 2.494E-21, 3.3E-23\n", + ")\n", + "print\n", + "\n", + "print Gaussian().logpdf(\n", + " 7.40E-23, 7.40061519146e-23, 2.1E-24\n", + ")\n", + "print Gaussian().logpdf(\n", + " 7.40E-23, 8.40e-23, 2.1E-24\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.467 0.250 0.283\n" + ] + } + ], + "source": [ + "print '{0:.3f} {1:.3f} {2:.3f}'.format(*map(float, fr_utils.angles_to_fr([0.513682, 0.30278])))" + ] + } + ], + "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 } diff --git a/plot_llh/calc_fr_MCMC.py b/plot_llh/calc_fr_MCMC.py new file mode 100644 index 0000000..ad75043 --- /dev/null +++ b/plot_llh/calc_fr_MCMC.py @@ -0,0 +1,76 @@ +#! /usr/bin/env python +from __future__ import absolute_import, division + +import sys +sys.path.extend(['.', '..']) + +import numpy as np +import tqdm + +from utils import fr as fr_utils +from utils import misc as misc_utils +from utils.enums import MixingScenario + +binning = np.logspace(np.log10(6e4), np.log10(1e7), 21) +dimension = 6 +source = [1, 0, 0] +scenario = MixingScenario.T23 + +def get_fr(theta, source, binning, dimension, scenario): + sm_mixings = theta[:6] + nuisance = theta[6:11] + scale = np.power(10., theta[-1]) + + index = -nuisance[-1] + + bin_centers = np.sqrt(binning[:-1]*binning[1:]) + bin_width = np.abs(np.diff(binning)) + + # TODO(shivesh): test with astroNorm + source_flux = np.array( + [fr * np.power(bin_centers, index) for fr in source] + ).T + + mass_eigenvalues = sm_mixings[-2:] + sm_u = fr_utils.angles_to_u(sm_mixings[:-2]) + + mf_perbin = [] + for i_sf, sf_perbin in enumerate(source_flux): + u = fr_utils.params_to_BSMu( + theta = [], + dim = dimension, + energy = bin_centers[i_sf], + mass_eigenvalues = mass_eigenvalues, + sm_u = sm_u, + no_bsm = False, + fix_mixing = scenario, + fix_mixing_almost = False, + fix_scale = True, + scale = scale + ) + fr = fr_utils.u_to_fr(sf_perbin, u) + mf_perbin.append(fr) + measured_flux = np.array(mf_perbin).T + intergrated_measured_flux = np.sum(measured_flux * bin_width, axis=1) + averaged_measured_flux = (1./(binning[-1] - binning[0])) * \ + intergrated_measured_flux + fr = averaged_measured_flux / np.sum(averaged_measured_flux) + + return fr + +if len(sys.argv)< 2: + print sys.argv + print "Usage: calc_fr_MCMC.py input_filepath." + exit(1) + +infile = sys.argv[1] +outfile = infile[:-4] + '_proc.npy' + +d = np.load(infile) + +p = [] +for x in tqdm.tqdm(d, total=len(d)): + p.append(get_fr(x, source, binning, dimension, scenario)) +p = np.array(p) + +np.save(outfile, p) diff --git a/plot_llh/testing.ipynb b/plot_llh/testing.ipynb index 9acfe65..bc16ad2 100644 --- a/plot_llh/testing.ipynb +++ b/plot_llh/testing.ipynb @@ -22,7 +22,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -39,7 +39,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -62,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -79,7 +79,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -102,17 +102,21 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "(5776, 3)\n", - "(5879, 3)\n", - "(5718, 3)\n", - "(6962, 3)\n" + "ename": "IOError", + "evalue": "./frs/fr_DIM6_sfr_0_1_0_mfr_5.50076E+15_6.35502E+15_6.15862E+15_fix_scale_1e-45_sigma_10000000.txt not found.", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mIOError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m<ipython-input-8-32ad8757b861>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mbsm_1e45_redone\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgenfromtxt\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'./frs/fr_DIM6_sfr_0_1_0_mfr_5.50076E+15_6.35502E+15_6.15862E+15_fix_scale_1e-45_sigma_10000000.txt'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mbsm_1e42_redone\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgenfromtxt\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'./frs/fr_DIM6_sfr_0_1_0_mfr_5.50076E+15_6.35502E+15_6.15862E+15_fix_scale_1e-42_sigma_10000000.txt'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mbsm_1e30_redone\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgenfromtxt\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'./frs/fr_DIM6_sfr_0_1_0_mfr_5.50076E+15_6.35502E+15_6.15862E+15_fix_scale_1e-30_sigma_10000000.txt'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mbsm_010_t13_f\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgenfromtxt\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'./frs/fr_DIM6_sfr_0_1_0_mfr_5.50076E+15_6.35502E+15_6.15862E+15_MixingScenario.T13_sigma_10000000.txt'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/usr/local/anaconda2/lib/python2.7/site-packages/numpy/lib/npyio.pyc\u001b[0m in \u001b[0;36mgenfromtxt\u001b[0;34m(fname, dtype, comments, delimiter, skip_header, skip_footer, converters, missing_values, filling_values, usecols, names, excludelist, deletechars, replace_space, autostrip, case_sensitive, defaultfmt, unpack, usemask, loose, invalid_raise, max_rows, encoding)\u001b[0m\n\u001b[1;32m 1687\u001b[0m \u001b[0mfname\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1688\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbasestring\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1689\u001b[0;31m \u001b[0mfhd\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0miter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlib\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_datasource\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'rt'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mencoding\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencoding\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1690\u001b[0m \u001b[0mown_fhd\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mTrue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1691\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/usr/local/anaconda2/lib/python2.7/site-packages/numpy/lib/_datasource.pyc\u001b[0m in \u001b[0;36mopen\u001b[0;34m(path, mode, destpath, encoding, newline)\u001b[0m\n\u001b[1;32m 258\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 259\u001b[0m \u001b[0mds\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mDataSource\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdestpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 260\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mds\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mencoding\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencoding\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnewline\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnewline\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 261\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 262\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/usr/local/anaconda2/lib/python2.7/site-packages/numpy/lib/_datasource.pyc\u001b[0m in \u001b[0;36mopen\u001b[0;34m(self, path, mode, encoding, newline)\u001b[0m\n\u001b[1;32m 614\u001b[0m encoding=encoding, newline=newline)\n\u001b[1;32m 615\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 616\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mIOError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"%s not found.\"\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 617\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 618\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mIOError\u001b[0m: ./frs/fr_DIM6_sfr_0_1_0_mfr_5.50076E+15_6.35502E+15_6.15862E+15_fix_scale_1e-45_sigma_10000000.txt not found." ] } ], @@ -130,7 +134,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -147,7 +151,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -198,7 +202,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -207,7 +211,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -233,20 +237,9 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "<Figure size 864x864 with 1 Axes>" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Figure\n", "fig = plt.figure(figsize=(12, 12))\n", @@ -404,37 +397,38 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "sc = np.linspace(-47, -42, 400)\n", + "energy = 1e6\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", + " u = fr_utils.params_to_BSMu(x, fix_mixing=MixingScenario.T23, dim=6, energy=energy)\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", + " u = fr_utils.params_to_BSMu(x, fix_mixing=MixingScenario.T13, dim=6, energy=energy)\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", + " u = fr_utils.params_to_BSMu(x, fix_mixing=MixingScenario.T12, dim=6, energy=energy)\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": 17, + "execution_count": 32, "metadata": {}, "outputs": [ { @@ -446,13 +440,13 @@ } ], "source": [ - "u = fr_utils.params_to_BSMu(-60, fix_mixing=MixingScenario.T13, dim=6, energy=1e6)\n", + "u = fr_utils.params_to_BSMu(-60, fix_mixing=MixingScenario.T13, dim=6, energy=energy)\n", "print fr_utils.u_to_fr([0, 1, 0], np.array(u, dtype=np.complex128))" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 33, "metadata": {}, "outputs": [ { @@ -527,7 +521,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 34, "metadata": {}, "outputs": [], "source": [ @@ -536,28 +530,28 @@ "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", + " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=energy)\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", + " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=energy)\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", + " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=energy)\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": 20, + "execution_count": 35, "metadata": {}, "outputs": [ { @@ -633,7 +627,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 36, "metadata": {}, "outputs": [], "source": [ @@ -642,28 +636,28 @@ "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", + " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=energy)\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", + " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=energy)\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", + " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=energy)\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": 22, + "execution_count": 37, "metadata": {}, "outputs": [ { @@ -739,7 +733,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 38, "metadata": {}, "outputs": [], "source": [ @@ -748,28 +742,28 @@ "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", + " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=energy)\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", + " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=energy)\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", + " u = fr_utils.params_to_BSMu(x, fix_mixing=scen, dim=6, energy=energy)\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": 24, + "execution_count": 39, "metadata": {}, "outputs": [ { @@ -845,20 +839,9 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "<Figure size 864x864 with 1 Axes>" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Figure\n", "fig = plt.figure(figsize=(12, 12))\n", @@ -987,20 +970,9 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "<Figure size 864x864 with 3 Axes>" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Figure\n", "fig = plt.figure(figsize=(12, 12))\n", diff --git a/plot_llh/trajectory.ipynb b/plot_llh/trajectory.ipynb index 3516053..6ccfc30 100644 --- a/plot_llh/trajectory.ipynb +++ b/plot_llh/trajectory.ipynb @@ -13,7 +13,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 196, "metadata": {}, "outputs": [], "source": [ @@ -30,6 +30,7 @@ "\n", "from scipy import interpolate\n", "\n", + "from tqdm import tqdm_notebook as tqdm\n", "import ternary\n", "\n", "from utils import fr as fr_utils\n", @@ -39,26 +40,29 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 116, "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" + "[1, 0, 0] -> [ 0.550 0.183 0.267] = [ 0.537 0.269]\n", + "[0, 1, 0] -> [ 0.183 0.438 0.379] = [ 0.385 -0.158]\n", + "[1, 2, 0] -> [ 0.305 0.353 0.342] = [ 0.433 -0.031]\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", + "m = fr_utils.u_to_fr(s, np.array(fr_utils.NUFIT_U, dtype=np.complex128))\n", + "print s, r'-> [{0:6.3f} {1:6.3f} {2:6.3f}]'.format(*m), r'= [{0:6.3f} {1:6.3f}]'.format(*fr_utils.fr_to_angles(m))\n", "s = [0, 1, 0]\n", - "print s, '->', fr_utils.u_to_fr(s, np.array(fr_utils.NUFIT_U, dtype=np.complex128))\n", + "m = fr_utils.u_to_fr(s, np.array(fr_utils.NUFIT_U, dtype=np.complex128))\n", + "print s, r'-> [{0:6.3f} {1:6.3f} {2:6.3f}]'.format(*m), r'= [{0:6.3f} {1:6.3f}]'.format(*fr_utils.fr_to_angles(m))\n", "s = [1, 2, 0]\n", - "print s, '->', fr_utils.u_to_fr(s, np.array(fr_utils.NUFIT_U, dtype=np.complex128))" + "m = fr_utils.u_to_fr(s, np.array(fr_utils.NUFIT_U, dtype=np.complex128))\n", + "print s, r'-> [{0:6.3f} {1:6.3f} {2:6.3f}]'.format(*m), r'= [{0:6.3f} {1:6.3f}]'.format(*fr_utils.fr_to_angles(m))" ] }, { @@ -84,7 +88,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "(200000, 3) (6942, 4) (7059, 4)\n" + "(200000, 3) (69648, 4) (69023, 4)\n" ] } ], @@ -94,34 +98,11 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 39, "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" - ] - } - ], + "outputs": [], "source": [ "bc = np.genfromtxt('./bayes_contours.csv', delimiter=',', skip_header=2)\n", - "print bc\n", "\n", "def swap(x):\n", " y = x.T\n", @@ -137,15 +118,30 @@ " 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:]))" + "contour_68_upper = np.array(interp(swap(bc[:,:3])))\n", + "contour_68_lower = np.array(interp(swap(bc[:,3:6])))\n", + "contour_90_upper = np.array(interp(swap(bc[:,6:9])))\n", + "contour_90_lower = np.array(interp(swap(bc[:,9:])))" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 42, + "metadata": {}, + "outputs": [], + "source": [ + "T13_010_an = np.array(map(fr_utils.fr_to_angles, T13_010[:,:-1]))\n", + "T23_100_an = np.array(map(fr_utils.fr_to_angles, T23_100[:,:-1]))\n", + "\n", + "contour_68_upper_an = np.array(map(fr_utils.fr_to_angles, contour_68_upper))\n", + "contour_68_lower_an = np.array(map(fr_utils.fr_to_angles, contour_68_lower))\n", + "contour_90_upper_an = np.array(map(fr_utils.fr_to_angles, contour_90_upper))\n", + "contour_90_lower_an = np.array(map(fr_utils.fr_to_angles, contour_90_lower))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -171,15 +167,32 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "def cmap_discretize(cmap, N):\n", + " colors_i = np.concatenate((np.linspace(0, 1., N), (0.,0.,0.,0.)))\n", + " colors_rgba = cmap(colors_i)\n", + " indices = np.linspace(0, 1., N+1)\n", + " cdict = {}\n", + " for ki,key in enumerate(('red','green','blue')):\n", + " cdict[key] = [ (indices[i], colors_rgba[i-1,ki], colors_rgba[i,ki]) for i in xrange(N+1) ]\n", + " # Return colormap object.\n", + " return mpl.colors.LinearSegmentedColormap(cmap.name + \"_%d\"%N, cdict, 1024)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "min_scale -42.0\n", - "max_scale -30.0\n" + "min_scale -52.0\n", + "max_scale -40.0\n" ] } ], @@ -198,12 +211,34 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "def alp(x):\n", + " y = list(x)\n", + " y[-1] = 0.7\n", + " return y\n", + "\n", + "#cmap_010 = plt.get_cmap('jet', 10)\n", + "#cmap_100 = plt.get_cmap('jet', 10)\n", + "cmap_g = mpl.colors.LinearSegmentedColormap.from_list(\"\", [\"lime\", \"gold\", \"darkorange\"])\n", + "cmap_b = mpl.colors.LinearSegmentedColormap.from_list(\"\", [\"blue\", \"fuchsia\", \"darkmagenta\"])\n", + "cmap_010 = cmap_discretize(cmap_g, 10)\n", + "cmap_100 = cmap_discretize(cmap_b, 10)\n", + "\n", + "color_010 = map(alp, map(cmap_010, map(norm, T13_010[:,-1])))\n", + "color_100 = map(alp, map(cmap_100, map(norm, T23_100[:,-1])))" + ] + }, + { + "cell_type": "code", + "execution_count": 99, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAsoAAAL/CAYAAAB/IeFeAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvhp/UCwAAIABJREFUeJzs3Xl81Hed+PHXe2aSyU1IAoQQUkg4KqUHtHVb62qrdO3WY3cVWNe7HuDWqq1VsFvtdOrRBY/W1v7W0t3VdT1W6Oq6uh5Lu3Wtiu22YCm9LAlHCCFADnInk5n374/vd2AIk2TOTALvp48x5Dvf7+fzmS9peM9n3p/3R1QVY4wxxhhjzOk8uR6AMcYYY4wxU5EFysYYY4wxxsRhgbIxxhhjjDFxWKBsjDHGGGNMHBYoG2OMMcYYE4cFysYYY4wxxsRhgbIxxhhjjDFxWKBsjDHGGGNMHBYoG2OMMcYYE4cv1wMwxpizgYi8BqgHLga2qervcjwkY4wxabIZZWOMSYOIFInI1cCQqn4LOAJ8RkS+n9OBGWOMSZuoaq7HYIwx05aIfBL4d1XdF3NsGfB/wLeBDarak6vxGWOMSZ3NKBtjTApExCsi84Bl0SBZXKr6PPBWYD3wcRHx5nKsxhhjUmOBsjHGpEBVw8BRYJGIXBVzXN1g+ZfAN4CNwNtzNExjjDFpsEDZGGNSNwMnJ/k1IpKvp3LZBEBVbwSeBz7hzj4bY4yZRixQNsaYFKnqcaADWAssiTkeiUm3WAesAP5WROx3rjHGTCP2S9sYY1IQE/RuwCkL92ERKY8+r6phEfGq6jPAZ4GPAIWTP1JjjDGpskDZGGNS4M4a+1S1G7gR+DDwRhGJrU8fcc/9AtCOk69sjDFmmrBA2RhjRnGLV/hjv493nqqOuF+/C/wCuAtYHvO8xsw83w40jAqkjTHGTGEWKBtjjMst+bYWp6zbdhH5uIg0RCtZTHD5e4Ai4DYRWRRzXGO+eqPBtTHGmKnPZjaMMQYQkTrgQmCnqu4VkWgt5P8RkVerarN7nuionZpExKOqHSLyVuBHOAv3vqaqB3EqYCjweyA8ma/JGGNMemxnPmOMAUTkRmCrW8kieswDPA74gXWqunOc6z1u3vINOAH2MHCjqraJyErgGuCfVLUrqy/EGGNMxligbIw5p7nB8Bzg+8Cfq+qAe0zdlIsy4BCwHbhNVf84xqzyyWMichHwUZz0tmPAz4DHR19jjDFmarNA2RhjABF5GPgPVf1OzDGfqo6IyBrge8B9wJ2q2jMqMJbowj1VjYxqd4aqnpjM12KMMSYzbDGfMeacJyLFOKkSV4hIZfR4TFWLbcAW4P3AVe4xjTlP3a8Rtz1vtNqFBcnGGDN9WaBsjDnnqWofTi7y3wCXxj4XE/B+BOjDWahXPuqcGSJyi4i8wT03PHpm2RhjzPRjgbIxxgCq+g/AS8CdIlIfczwSU/t4LfBmoAZO253PD9wGXGPbVBtjzNnDcpSNMcYlIg3A88C9wBfcXfeiz0WrWvwbUKaq1486vlhVX87NyI0xxmSDzXwYY4xLVRuBIHAz8Lro7LC7WC+aSvEPQNvo4xYkG2PM2ccCZWOMiaGqXwT+G/h74HXuMY1Jv+gFZkePJ9O2iNzm7vxnjDFmGrBA2RhjzvRXQDewXkSuhlMVMIAI8FCK7f4O+JKIFKU9QmOMMVlngbIxxoziBsUfArpwAtu/FJE5IrIKqAf+K8V2/xd4AvhkxgZrjDEma2wxnzHGjEFEZgBvBC5xD/2Tqr6UZpsLgKeBS1S1Oa0BGmOMySoLlI0xJgHxdt1Lo627gEWq+o5MtGeMMSY7LFA2xphxxG5VncE2i4EXgber6m8z2bYxxpjMsRxlY4wZR6aDZLfNPuDTwNdsgxJjjJm67Be0McbkxveAYeC9uR6IMcaY+Cz1whhjckRELgd+DJwfuwtgDsaxCnhQVRtSvH4D0OR+Ww88rKpN41xijDHTggXKxhiTQyLyTeCoqm7MQd8Pun9sBDapqqTQxnZgo6rujDn2NLDmbAqWRaQcuC3mUDvQpapbRGRTLv7+zNQgIvU4lWzWqOoj2b7OTC7fxKcYY4zJor8D9ojIQ6q6dzI7VtX1ACKyMpXrRWS1287OUU/dDTwIXJvWAKcIN0h+lFHBv4isdN9srAUsUD53deB8otIR70kRWaeqW5K9zkwNlqNsjDE5pKqtwJeAL+d6LClYD4wOknGPrXIDzLPBQ8Ddo2fI3TcI23IzJDNVqGqXql4a5w3juG9Cx7vOTB0WKBtjTO7dC1woItNtBvYynLSN08QElJdN7nCyZhWncrBP435kftakmJiM++tcD8CkxwJlY4zJMVUdBG4F7hOR2lyPJwnljP+xcf1kDSTLOnCC5bH8INWGRaTeTeGoT+S4mR5EpFxE1gEbcj0Wkx7LUTbGmKnhlzgl4w6KyHWq+t+5HtB4EkyrOFtSLx4ENonIzniLrlR1c7yL3GogXTiBdj3wyKhFj/U4uc3r3K+bY45vAlbjpLdscY+vxEkDqQc+5LZdD6zhzAWVmzg1218ep+/o4sT/AyqAS902uhK9KRP1kcQ92OY+txF4yv1zBU6O+w9U9WH3tUc/obgU2Bb7dxGnnSZ3TNHXtl1VH47zGsYdn3vOKretLk79TF+rqutj8tfrcdJzoj8L64AG95r1InKpe3y7+3rGui5T927M12ySpKr2sIc97GGPHD+AlfPnz1cgI49k+07hmnq3r9VjPN+JU0kj5/c2Q38/29zX24gTOMd93e655TjVDMpHHX8QWBfn/O3AhjjHG8c4vxNnpnKl+/3Tsee5160adc266Hjcv7vG2PG5PwONSdyPifpI9h404rw5WBVzrDz6MxZ9raN+9srjtNPp3s/6OPd406i2Jxyf29cZP8ej75U7/nh/h6f93YzxujeMOpbJe3fGPbJHcg9LvTDGmBwTESkpKXlg7ty5LF68mIaGhQDLVVVSfUzCsCdaqV+OU0LtrKCqa3BmOB/BScPYJiIqItvizK4/hDMTOnp2diPOzHSiM+1jze424cxo7nTHdqm6VRXcKhzxZr434VTnACfgejB2fG5bXW66wLgS7CPZe9CEE+idbNO9tgn4a42ZSdXxc+Cb3LGNzhtfD2yIWVyX6PjGSrkZPVObap56vOsyee/GSxkyCbBA2Rhjcm9NQ0PDFZ2tTbymcp9WVc2mpKTkfhGZjIA3JXH+EY8n4Y/xpwNVfURV16uzMctMnOBrFc5H6MDJlIbVnBlIxQYvEwajE+ggfrUR3La3xzl+N7DV/bh+FU7AP9pTOB/ZT2SiPlK9B0/FORY9f7RoasVoHcR5g+YGzk04aRDJjO8RnAB706h88bvjjDMVp12XhXtXkeK4jMsCZWOMySERKfL5fF9qa2vj1j85Hv77Px/Rw/tewOfzXQO8Odfjm0AT4y/YOyuqQcSbAVantNcW4PXASjePFU7Nco41494BXJ6BYZ1RbSQmkDvjvqvqZjfQip5zmYisjn3gBFZntJtCH6neg7GCzXHHlIToz2vC43MD7Gtx3lw0ikhnzEY92ZDpe2fSZIGyMcbkkNfr3VBZWVnX1tb2hw+8Eq0qhk9c0T0cCoUoLy+/T0T8uR7jOHYClaMPRoOpOB/NT1e3jfWEmxKwEyfHN1FTYZHjVlV9eNRjo46xMDEL4t2DqZSqc3J87icJl+IsztuIE2zvS6VOeIaqmEz1e3dWsUDZGGNyRETmz507d2NZWRmq+nGfBwW48SpCfr//j+edd955Xq/35lyPcxw/IH4O5Fgf7U9XE+V5PsWpGb3oTOtYAVE9Z6ZNjDUbmFQgFpOXO14w9lQC56TbRyr3YDJE+014fCKyLhoQq2qTqm5R1Wiu+toxrh/PRD9LU/XenbMsUDbGmBwpLCz8SnV1dcGhQ4d+qKq/RgAPmu/D09HRcdPw8DCzZs26Q0SqszyUCfMY3UVrp+VGqlN6qiMm7SBqvfs4W6yM8xpjnXxj4AaSjxBnowk34KrHWUw3WuUY5yZrC065uDO4Wyl3jTU+95zVGegj1XuQKfE+5VgZ7TeF8cULiB8ksTcyHaPOG/eaKXDvzCgWKBtjTA6IyFWVlZVrjh8/PjQwMPAJAPwIBYAPVHX7gQMHfj5v3rwiEflClsawSUS24W7DLCKN8QJi10qcj55P486uXevOvK1za+uuiVN1YDrrAtbECyLd1/vwqNe7Hlgd52P2h4D1ce7NDzgzKF6LM3N4xj1n/Dc2G4H60WN1v4/O8q9xx7cyzjmJzFYm0key9wDiBLg4gWW84LKCse9DvI1aRvebzPg2xkmzuJbTF9yNFQBvZ/yc9HjXZfvemSSIOvX2jDHGTBIR8QBPlpaWXtrb2/u5SCRyBwAPyTCCBwjxQS0UkcUFBQXPhcNhXygUeqWqxlvZbrLMnSXd4gaC13Jq44kK3A0x4lwT3dCj3T2/wT03biDqBtzRc8EJOB/Ena1W1WtHbUQSnXncFC9wimkv+txpJdNGja/JfS2PJPMGJ8k+4t6DUa+pCyd3en281+oeX+m2GT3+sKpujGlvO05wupPTNxw5bYOSJMYXffOwCmd2uMJtd6eqPhJn/Ftix+O28SDOgsQu93U0TXRdNu4dJiUWKBtjzCTzeDw3LFu27J8bGxsPDw4OLlHVPgD+SUKAACN8QAsARGTz+eef/6mWlpYne3p6rlD7pW3MmKKB8iQuSjRnOUu9MMaYSSQiZbNnz97s8XgYHBz81Mkg+RTFCZajPt/e3t7e0NDwSuDtkzdSY4wxFigbY8wkysvL+2xdXV3V/v37nwS+f/KJH0oBpwLkk7PGqtp9/PjxDeFwmDlz5nxVRIond8TGTCu2wYbJKAuUjTFmkojIIr/f/7Hm5mZ6enpuGpVGEa2XLJw+o4yqfuvgwYO73eoXn5qs8RozXYhIvbswdSVwW5Y3BTHnEMtRNsaYSVJQUPATr9f7pv7+/m+p6g2nPfmYFNPECbyAEuYGPW2jERF5dV5e3uP5+fmDfX19S1X14GSO3RhjzkU2o2yMMZNARK6tq6t7U0VFRT/wd2ec0O2WAQsDkTN/N6vqbzwez7Zly5YVFBQUfDXb4zXGGGOBsjHGZJ2I+MrLy78+Y8YMWltbP6eqrWec5KHWOTnm/0cZGhr65LFjxwZra2vfJiJ/msUhG2OMwQJlY4yZDB9esGDBkqampgPhcPieuGfk00wRUIJSSNycOFU92NzcvHnmzJmUlJQ8ICLebA7aGGPOdRYoG2NMFolIpcfjuWv//v10dHTcrKpDcU8cwY8QrXcRGau9cDi8affu3YeAC4H3ZX7ExhhjoixQNsaYLMrPz/9cQ0PDzK6urkeBH49zaoh8lDygYOzfzaraPzQ09KmioiJmzZq1SURmZHzQxhhjAAuUjTEma0RkeV1d3bqhoaEIcPO4u+qFT84Ox81PHuUH/f39TyxYsKAyLy/vjgwM1RhjTBwWKBtjTBaIiJSUlHy9vLzce+TIkS2qumfcC8KcH3s5P5T5Y52qqtrb2/uRY8eOaW1t7cdEZEmmxm2MMeYUC5SNMSY73lJUVPTaw4cPnxgeHv5MAufHplCMmaMcpapPt7a2/ovf7/eJyFdSH6YxxpixWKBsjDEZJiJ+j8fzld7eXg4fPvxZVW2f8CJlBqfvynfeRJcMDQ19et++fT0+n+9NIvKG9EZtjDFmNAuUjTEmw7xe782XXHJJg4i8BHwjwcvCo77fO9EFqto2NDT0uWXLllFeXn6/iOQlPVhjjDFjskDZGGMySESqZ8+efcfQ0BB9fX0fVdVQQhd66Iz5jewBFifY5X0HDx7cX19fv9jj8dyY/IiNMcaMxQJlY4zJIL/fv6murq5o3759P1PV7Qld9JgIwmJOpV0o8GIil6rqUGdn58eGhoaorq6+S0SqUhu5McaY0SxQNsaYDBGRy/Ly8t7z4osvhvr7+z+e1MVeZpxcwid4gBVJXP3Tffv2/c/w8HAZcFdS/ZpzljjmicgKEblURBZlO31HROqz2f50Z/dn6vHlegDGGHM2EBEpLS19ID8/n/b29ntVdcIc45OuUeUn4sGZSY7uz/dSoperqorIR4eGhnbPnTt3vYh8Q1V3J/0izFlPRAS4AHgjcCmFzKCIAkAYZpheekXkReAXwG8TTh1KrO/VQFOm2jtLlYvIalV9ONcDMQ4LlI0xJjPeXldX98rjx4+3A59P+uroUr5T4fItwM2JXq6qz/v9/gfnzp17Y09Pz9dF5LXjbnBizjluWs5NFHMVNcyhggqqUOYyiBelnXwOk88JzucIV9LOSyLyNVV9LgN9rwTq4wWAIrKBUwF0PfCwqmY9oBaRVcCDqtqQ7b7c/iZ8naq6U0RWichKVd05GeMy4xP7PWqMMekRkeKqqqq9c+fOrd6zZ88HIpHIPyfdyA9lAMjDDwyjeHgtf6G/S3IcFTU1NU1lZWUzXnzxxbeq6o+SHoc5K4nIcjx8lgUspp7ZXM9RVnOM+QyfduIJvPyUCv6Dal5kkJfZxxAPqeoP0+x/u6peG+84sDE2KBSRp4E12QqWReRB94+NwCZVTWQ3zHT7TOp1jnW/zOSzHGVjjEnfhurq6urm5uZnVPVbSV/9mPhH8vGGnLlk57O+MnqTbUZVO44cOXJ7QUEBhYWF94hIQdJjMWcdEVmKl7tYzkquo4h/ZQ+30HJGkAwwgzDv5BjfZQ830M/FXEAxfysif5FG/+uAbXGOrwZnFnXUU3cDD44+P1NUdb2qrgceyVYfsVJ8ndvc+2ZyzAJlY4xJg4icJyIb9u/fT1dX10dUdcJd9c5wjQ55PEQ8XpxQ2YMAF6Yynkgk8uDu3bv3eL3e84BbUmnDnD3cN0sbOJ9lXM8Q9/Ey1Uycd5yP8glauJUWlrGUPD4kIqmmKKwHto5xPF56wU5glYiUp9jfVJPK69wKbMzqqExCLFA2xpg0FBQUfOWiiy4q6O3t/TdV/W1KjTwmXk8eeP04s8keFJidSlOqOhKJRG6eOXMmNTU1nxWRmpTGZM4W72Quy7iQfILsx5vk1Ws5zlvopIGFwMfdxYAJc4PADlXtivP0ZTjpD6eJSUW4LMnRTlVJv073fjW5ud0mhyxQNsaYFInIny5YsOBt7e3tg6Qz+1MO+AjjBbxEF450pNqcqj56/Pjxn86fP7/Q7/dvSnlcZloTkUKE65hPLRvYRz6pLUq6mUPUU0Ypy4CLkrx6LTBWPfFyxv85T6hUmog0isik/pwn2Weqr3M7sCqpgZmMs0DZGGNSICLeGTNmPFBSUkJra+tmVT2YcmMnqAXyAEHBnfVLaUY5amBg4OaWlpbQwoUL3yUir0ynLTNtvZpZzGU5g6ygP+VWSojwBo4yl9nAnyV59bXESTtIMK0i0dSLncSZsc2yhPpM83XuBC5PZlAm8yxQNsaY1NyQl5d34d69ew+Hw+H0ZrOUCsCLDydI9iFAUVpNqjYeOXLknv7+fjwez30iYr/vzz2voJwyXkVn2i1dSydlzABekeSV9cSvnVwxwXVdQGUiHajqGlXdkuS40pJEn+m8ziYSnFU32WO/OI0xJkkiMqO0tPTuEydO0NXV9QlVTX22znEU3H35PIi7kfW8NNtkZGTk8y0tLUdKS0v/RETekW57ZtpZSBHFXEBf2i0tYYAS8vAyR0RKkrhyrLSDiVKLyoH2JPqZqtJ5nR0kPqtussQCZWOMSVJeXt4dixcvriooKPg98VfzJ9kgb4lzNO10CVXtCYfDt9XV1VFVVfXlJAMcM/0V48NHVQJVLibiBUoZIR8fyX3aURFvId8Yi/tGS+ScKS2d1+leazPKOWaBsjHGJEFElsyZM+djfX192tPTc1NGdr/L51dxjh5Iu13Htw8ePPiHurq6OT6f77YMtWmmhzCKMpihf+uH8RBBObWPZELGydOdKLXgbNnuOqXX6d63af9mYbqzQNkYY5Lg9/vvnTdvnu/AgQP/oqpPZ6TRIUJAtOxWNPD28phMlN84IVWNnDhx4sb+/n5mzZr1SRFZkG6bZto4zCAD7KUw7ZaO4eMEwhA9kFTOcwdj5+nuJE5+rojUA6jqpGwIMgnSeZ1ny5uFacsCZWOMSZCIXOf1ev/8mWee6RkcHPx0xhoeYRhOK92lwDGgOBPNq+qOvXv3fr+3tzcf+FIm2jTTwl566GUnZWm39HtK6aMXaEpyU50mxs6z/QHxy5+tYpJ2zZskqb7OetIoE2kywwJlY4xJgIjkzZw58/6qqioGBwfvUtW2zDXOJe6fYoPlOcDxTHURCoU2hEKh/oaGhtUicnWm2jVT2u9oo53fUEFPmv/e/4TZHOM4kOymOmOmHajqw0CHiIwOIte7j4SISKrbPaf8iU0yfabxOseqGGImkQXKxhiTAI/Hc+PChQsX9fT07Afuy2jjXi50d+NjBMRdeTWHa3QgU12o6qGRkZHN5eXlzJw58+sikuwebWaaUdUDDPEHWunkgTSqqGxnBrvw08YR4NGkr3ZqKY81xmuBa0VknfvYBKyJ2bUuESuBhLfXFpFNIrIN2OZ+35hCsJ1Unym+zsujYzS5I5lYh2KMMWczEamqra1tLC4uLnvppZfeoqo/yWgHv5JbUDaDEygD+OBFrtHlmexGRAorKir21tbW1jz77LPrI5HIpNaeNZNPRBaTx72s5CL+niaupjupBlrIYx0X8Hsa6eBrqvqjFMbQqKoJB5XGISJPq+qluR7Huc5mlI0xZmJ35efnl7W0tPwP8NOMt67s51SAjM85OpzxblQHOjo6bu7t7aWgoOALCe4aZqYxVX2ZEN/nJfZyJw38NzMSvrgRPx/jfJ7jCB08Cfw4xWHsFJGVKV57TnLv11O5HoexQNkYY8YlIhf5fL71hw8fDvf29n40I+XgzlSCk58sMcdastAPwMP79u37NVDl8/nuzFIfZmr5Ll38iGd4mc+wgM+wgBbyxjy7Fw8PUc0HWMYTHOEAO4DPJbmIL9ZGksg5NoBzv9Lb8dNkhC/XAzDGmKlKRKS4uPjrr3jFKzxPP/30far6fJa62hPbLU7QfDGPySyu0WOZ7EhVVUQ+Pnfu3J2hUOgmEfmGqr6YyT7M1OL+nd9PF4fZxbvpZAGPcSGX0MMr6GUBg/hQWsnnjxTzf5RzhB728wJ9/BL4B1VNeXc/VW0SkS4RWamqOzP40s5K7mxyV5J52iZLLFA2xpix/eXChQv/tKWl5YSqBrPSwy4R4J2cPpssOFtaXwb8PNNdquofCgoKvnnJJZe8v729/T7gzzLdh5la3E9CHhaRJ9jLO9jHVTRSSSnF+KlEEIYJ0Ucv7bQwyDPAw6r6ZIb63ygiD2Izy4lYr6p2n6YIW8xnjDFxiEhBRUXFH5cuXTq/ubn59g9+8IP3AAVwcvOGLiCfU9v5duOks0W3ie5xv5a6X3txgt9oTdt+YPi65T9fubToxX/2e4fqfZ4RGRgpBFCvhPcOjBR+4IGnPtrotjvkXlOGs6HwMNDntu8DRtw+i91xhd0xFQF+t+8T7vgLfv/731c2NjbuKCkpKd61a9cbVfVnmbhvZnoQkQrgEmARMBvnZ+wE0AjsUdX9WeizHFirqraIdAwishp4JMGtr80ksEDZGGPiEJHbysvLvzg8PPzCunXr3nDPPfc0Z6WjXSJ0sR24mtNnlVuBG4BfcY2GMt1tMBgs+PrXv/5Jj8fzuWPHjr2kqhepasYXEBpjzHRmi/mMMWYUEamprq7+zPDwMP39/R8tLy8/EQwGSya+MgUrVIHd7nca87WfU7PU2VBx/PjxzUePHv1jXV3dUo/Hc1OW+jHGmGnLAmVjjBnF7/dvrq2tLQJ+oqqPBgKBbsjANsBjES7j9F35Iji78i0C5ma6u2AwWA20ujPIt/j9fmpqau4UkdmZ7ssYY6YzC5SNMSaGiLxy3rx57zx27Fiov7//5ujxQCBwOBgMZieQlJN5z3AqYK4FLgLaM9lVMBj0AwOBQEABVPVnLS0tj1RXV5f6/f4vZrIvY4yZ7ixQNsYYl4h4fD7f/WVlZbS0tNwTpzxTfzAYzM9op7ukFA9NnCoLB4LgpF28gLMIMJP8OIsAT+rr6/tYZ2dnuLS09P0ickmG+zPGmGnLAmVjjDnlHT6f75V79uw5MjIy8vk4z4fIfFlNQak67YgiwDFgL9dkbsV1MBjMAzQQCIyc1p3qC42NjfcPDg4KcK+ISPwWjDHm3GKBsjHGACJSUlVV9eW6ujpGRkY+rao9o88JBAJDOOXXMqkHD92nBgI4M8tLgQsy3NcMRs0mx7hLRNqXL1/+WuBtGe7XGGOmJQuUjTEG8Pl8f7dw4cI5R44c2QX861jnBQKBY8FgMJML7JagrDj5nZ7MUQ7j1LTNCDc3WQOBQNxtiFW1s7e39/b8/HwqKyvvFZHCeOcZY8y5xAJlY8w5T0QWzJ8//9bOzk66u7s/oqpxg8kYA8FgsGiCcxI1gPfkYr7YlIdinI0gMqUyEAiMuzBQVf+xsbHx+fr6+nk+n+9TGezbGGOmJQuUjTEGvjQ8PJx/6NChf1PVHROdHAgEuoDyTHQcgWF1aiafCpKdxXx5gI/HJO3f0245uCMTnaeq4RMnTtx04MAB/H7/RhGZl27fxhgznVmgbIw5p4nI1RUVFatbW1v7BwcHk5lFbc1ECka/siY8xCxnMO7/K2GgBXgeuIbHUq9v7FbpCI2VcjGaqj529OjRf/f5fEV+v/9LqfZrjDFnAwuUjTHnLBHxzpw584HzzjsPj8ezSVUPJXqtW4e4NxgMFqQzhoIRnsfr5iUrTrDsdf+Xz1Lg91yjR9PoogzoSPKaT5WXlw/X1tb+jYhcmUbfxpxGROpzPYapzO7P1JPpMkfGGBOXW3LsBpxNNC4Cfg1sVtX+HI7pg7W1tcsOHz7cMjIyksrs6QBQCAymOgb1MVM8qCpINFB2vrbj51Gu0rGqVEzIzaPuiW4ukvCYVPfl5eV95eKLL76trKzsARG5LIG8bTNNuP8trgQux9n9cRbOxNkJoAl4FnhcVVP+uR6j39Vu+2Zs5SKyWlUfzvVAjMNmlI0xWScipcDtQCWwFWd75luBX4vIhTkaU3mBnft7AAAgAElEQVR5efkXPR4PbW1tt6jqQLJtuPWIJRgMpjbpsEskT2n1RggLOAGyx62i7MVLiNem1O4pfmA4lQtHRka+eOjQoaO1tbUrgHenOQ4zBYjjNcBDULYZFn0YLv4LeOXr4JVXw4rrYen7YdYdIP8iIu8SkbwM9b0SqFfVnWM8v0pEMlblJYHxbBCR1e5jw2TM5CbSp3t/6t37ZaYAm1E2xmSVW2bsVuD7qvqSe/h37kf6PwH+TkTeo6qhSR7aHSMjIxXPPffc40A6szc9ODNyqaRHzCXCIvFSeDKcdaYvlALq6OMqHpNfcI2eSLZhd3MRSXY2OUpVez0ezycHBga+DdwtIj+MV1vaTA/uf4c3Q8nrYdECqMuH1x+Diw7DokHwKhzOhz3F8NhceP48ODAPjr5KRO5W1eY0h7BJVa+NM64H3T82ApOSdiAi24GNsUG7iDwtImvi7MY56X2q6mb3/DPul5l8NqNsjMm2BuD5aJAsIl4At7pEAHgrkMm6xBMSkfPr6uo+6vP5dGRk5GOqqe9+5waioZRylVfoYSLsIEIEZz5ZGQEiQJgwpSylnFTL0M0KBALJ5iafRlW/29PT88QFF1ww1+fz3Z5OWyZ33CD5c1DzF3D5+XDrcfjhM/Cxw3B1N9QOw9wQXNoH7z0K33oB7muEV9fC0teAbBaR89Lofx2wLd5zqrpeVdcDj6TafpJjWe32O3pm+27gwTOvyFmf29z7ZnLMAmVjTLYp8PSo76MeBVqBV03mgIqKiu6rrq729ff3/7Oq/iHd9gKBQCdQkcq1ms+CER95J4vDqZulHOE5nFm2pHcCDAaDc4C2VMZz2thUI6r68cHBQerq6j5hC42mrY9BzVVwWQ089Dy86xh4J7jkil741+fgmjw4/yLgjjQ2oVmPk3I1FawH4qV/7ARWiUhGyj5moM+twMYsjMUkyQJlY0y2lQBfFpGPi0jxqEVhR3AWwyWdWpAqEbl+4cKF1x48eLBnaGjotgw2nVK5uDAsUQUVnGQ4H+BF8bKIMJDk72k35SISCATCyY4lHlV9oqWl5XuVlZV5RUVF92aiTTN5ROQqKF4FS+bDV16EhqHEry6KwFdfhhWFULMMeH8K/ZcDHaraley1WXIZcXa8jEl/uGwq9OnerybLVc49C5SNMVmlqk8AIZyKF/Ojx0XE5/5j8H9kcKvm8YhIfl5e3lcHBwc5evRoUFWPZaptNwVjMNkUDB+cnxchLILzG9lZyBdBacdDJ04iRjIqA4FAxl4XwODg4KcOHjzY7/f73ywir8tk2yZ73OoW74KGBXBDCyxKIkiOKlS4vQkWzAff9SJJ1/ReC2xPvt/EiUijiGxK8PRyxi+XmNCnJpPU53ZgVYJ9mCyxQNkYkzXRfGTgPcCbVfXF6HOqOuL+sYqYYFBEZmVrPB6P5yafz7f0wIEDL0cikfuz0MUJSDqn+I+AEEEJu3vyRRA8/Bbh28Ahdsl8dknJRA0Fg8FynIoiGaWqh9va2r4wMDCA3+//mojYQvDp4UIoWQy1BfD2NN48LRuAK7th7izguiQvvpb4aQeZtJME3mwnmFaRaOrFZPS5E6eEn8khC5SNMVmjqmEREVUdVNVmkVPbMYtInoiUAYdwdqGLmp2NXFgRmT1r1qw7Fy5cyMjIyM2qmlLZtPG4u9/1B4PB03I5rxwQiXd+c6MU93sZIQ8nZTSMk6MseFDeBPhZoYM46SvjzlQHg0FxxzAy3nlp+GpRUVHz0qVLl3s8HltkND1cCrMr4OrjkJ/yglXHm45BZYXTZlLqyXLtZFVdo6pbEjh1onUEXTglLKdKn01MUiUQMzYLlI0xKXFrsvpjv493XmxFidj8ZLccnB9nc4OhmOsrgcWZHq/f7//iggULSvfv379dVX+W6fZjDAGF0cD1ygGpYIyPTz3KRUMeLkQYwusu5/O6D0GBfABW6Aus0IlmivOAjOQlx6Oqgx0dHTcDVFVVfUFEUlq8aCbVIiguhgt702/q0l4oKgKpS7K28kRpB5NponGUA+1TqM8OEp/hNlligbIxJiki4hWRtTgrube7i/QaVFXHCpbHUQ10utUV1P0H+NXA/8vwmC+pra19/9GjR8P9/f0fy2Tbo7m5yieD3B2F2gE8ccaJuyR/bg9zy0IcwIeQB+QhKIoyjJcQsDCJrisCgUC26xz/qKmp6fEFCxaU5+XlBbPcl0lfFeT7YWEGdtgrjcDMMPiLgBlJXFgxVRbyJTiOjI41nT7da21GOccsUDbGJExE6nByFHeq6jeAz+AEc/8jIvOjs8dJBMzVwD73mrnAF9w2/zGDYxbg3q6uLmlpafl/sXnS2eKWizv5ceqOQu0+46QVOuyB33jhagQvEaIL+YQ8/MBsoI5dUjpRf8FgcDZZyE0eTVW1t7f3phdffDHi9Xr/VkSWZbtPkxYBkcz9Uy/RT4eSajBLJddSNVE6QzbSRFLq071vU+JNxrnMAmVjTDLeBDyhqnsBVPXXwCdw8ox/FC1lNNEGHjGBdA/QJSIXAd8B3gssV9W7Mzjmty1cuPC1nZ2dx4eHhwMZbHciR4LBYPUE5wwAzwMj5AN5KNH5aCeNYiYwbnmo6PbZWcxNPo2q7u7u7t5SVVXlLS4uvj+FTxHM5OmC4WFoyU+/qQGBrjynPc584ze2DlKsMZ4lO4mTExxdF6Gq2dj4JJ0+s5rfbSZmgbIxZkIi4nFnfNcCfTHHxM07/nNgCXC7iCxxnx8zgIoJpEuA9wG/BF4CajK5hayIFM6ZM+fekpISVPUzqtqZqbYn4i7sCwWDwfGClFdEYHHYqZ7sBMnOb2UBfo+z6cCvJ+hqdiAQSGX77HTcEQqFuhcsWPA64I2T3LdJ3F7o73O2pU7XniLoH4BIs6omk8rRxNTKs/0B8dcMrCJ7uwOm2mc9Uye/+5xlgbIxZkJuDnErzsf7b4s5pm495G7gA8BbgPUiUjo6Z3mMwPl64J3AX6rqjaqa0cVoPp/vUzU1NfMOHTr0vKpmLJ0jUYFAoJ3xZ9MiQ7BwJLpNmvMbWREiOJsQfJrogr44gsFgFTDZQTKqeuzYsWMBr9dLZWXl/SKSgRlLkwXPQnsX/Koq+XLco/2sCjq7nDaTkmjlhpRnnUUk4e2eVfVhoENERgeu693HVOoz6xVDzMQsUDbGJEREioFh4AoROfkxYrQesqpuA7bg7N51lXsstuJFvHSMnwIz3U1JMj3eeYWFhZ/u6+ujs7PzI5kOwpNwPBgMjrX4aY9AlxdGAMGH4lQoFpy0jCagLt6FwWDQA4QnK+VitEgk8kBLS0vjjBkzFgBZXSBpUvZ/0HkA9in8Mo1Z3dY8+FUlHD4K/DzJi7fj1FKOS0Q2icg2YJv7fWMyQahrJdCQ6Mmqei1wrYiscx+bgDVJfpo1GX1ejntfTO7IBKmExhhzkoj8LfB54G9U9b9jjnuipd9E5BDwNPDe2BXfIjIDJ4h+XlV/me2xejyefy0uLn5Xb2/vv6vq6mz3Nx53I5ATbkWM04zskh97YZU4pfIUJ0gewdmI5E6cqcDHWaGnlZByazVrIBDIQEWD1IjIdcXFxT/v7+/vUdXFqtqWq7GY+ETkzTDzVriyAb79LFQm+YYxAnx0Mfy8H/b9SFU/l8IYGlU14aDSOETkaVVNtm61yTCbUTbGJExV/wEnl/jO2E1BVDUSs1vbWuDNQA04QbR73A/cBlwTu/FINojIlQ0NDe8qKSkZBj6Vzb4SFMGpc3y6XTInBIUnUy9OEZyFfJcBFzEqv9GdTS7MZZAMoKq/GBgY+NnKlStL/X5/Jhdgmsz5L+h8El48DrcsdT7ASFQE+Hwd/M4HB14m9bKNO6MLfU1i3Pv1VK7HYSxQNsYk7904u3Otd3fWA5wUDHdm+Xc4i9C+7B6PuMePAlep6qdjNx7JNBHxlJWVPTBz5kyOHz/+FVXdl62+EhUIBLoZlYPZ3CjzjxdyUT6Evaf/LtaYxwzgf4ERdp325qICp2JIzkUikVva29vD8+fPf58FQ1OP+9/aZmjaCTt64YYL4HcTbocOh/LhxiXww2LY8zxENqlqqptxbCSJ/F8DOPdrU64HYSxQNsYkSVUbgSBwM/C66OxwTAUMgH8A2kYfV9WXJ2pfRJKY8Yp7/bvr6+tX7Nu3r21kZOSL6bSVYUdHlYs7OuCjYNhDu+dUykV0wWP0HrwBZ+vqPwJVAMFg0At4A4FAaJLGPS5V/WNLS8t9FRUVUlJS8oCVi5t6VPU48GnY+2v47UG4ZRF8eAn8ZKaTfxx1wguPl8LtC+Gdy+GXPbD7KRgJqOrONPpvwikDaW+kEuDep65MVgAyqbMcZWNMSkTkJzhbTd8UrQPqVsAYEZFLgbtUNanSYe7OfLuA61X1YApjKs3Pz/9jRUVFdVtb27sjkch3km0jm4LB4CygKxAIhJobJQ+4qLqbL+c5ix+9nJpJDgOtQAvwX8DPgE5W6MFgMFgTCAQO5+glxCUiM2bMmNHo9XorOzo63q6qP8j1mMyZ3PSovwbP22BONVRVQlExFHvAo9DngYE+6OqCw8dg+NfANzJVVlFEHlRVm1megN2nqcU38SnGGBPXXwG/w0nBGFHVX0UrYOAkNz6UbIOqGnJXwG8G3p7s9T6f7/aysrLqtra2J1T1e8len22BQOBYMBisAQ4DEYlQMQLzPe5McsxU+hBO7dkngL3AblaouuXgsr4DX7JU9YSI3FZYWLilvLz8KyLyE1Xtz/W4zOnc/z6/KyL/Ca2roPUyoAF8Zc6PYGgI2A/sAX6hqi0ZHsJGEVmnqlsy3O5ZQ0RW46SqmCnCZpSNMSkTkYuBm4BLcLaf3gFciJNb+5+qmnR6gIgUAS8A71LVx5O4rn7+/Pkv5ufn5zU2Nl6RjZJzmeCmTsx8/7vu7Cob4MMFIYIK5XmAN7onn/NGoxX4H+CrrNBn3QV8FYFAYMoFyuCkzMycOfMPCxYsWL579+7gyMjInbkek5mYmypThJOKORDzZtcYg+UoG2PSoKrPAJ8E7gFeBdwKNKvqv6cSJLtt9gMbgK8lk69cVFR0b3V1dd6hQ4e+O1WDZIBAIBAGRma1++er0BTyUJDHGb+MFQjh1JmOVrYoAbqYolQ13NnZ+ZGBgQHmzJmzUUTm53pMZmLq6FPVHguSjTmTBcrGmLSo6glV/Z6qbgA+raovZaDZrThbZd+QyMki8vrZs2e/+ejRowNDQ0MbMtB/tg31DxfVCCz0RWgHIjEr4KIbWffjpLcMBIPBPCCSq81FEqWqv96/f/8P582bV+D1ejfnejzGGJMuC5SNMWmLVjrIVNk3dxe/jwOfdzcqGa9vH3Bve3s7zc3Nn1fVKbXQLZ5AIDDwj7vf1vRoQf4PIjAUXb03KhEuWlLuL/2+wWKcvOUpb3Bw8BPPPvvsoM/ne7uIvDrX4zHGmHRYoGyMSdsY21On2+ZOnNSDz453nsfjWbd8+fLlg4OD+yORyFczPY5secXrv1dc1Va11gdlgCionoqVFWd3vn+KRGTpirpd86ZKObiJqOqBwcHBL5133nmUlZV9PdubyxhjTDbZLzBjzFR2O/A+EVkS70kRqaiurv6CqhIKhW5V1ZzuVJeMN/f3tywaUq8n4jmZdeH+Qo5+XwOceOHIK7a/4d2/eG7yR5iWTe3t7UcaGhouFpH35nowxhiTKguUjTFTlqq2AX8PfCXe8/n5+XfNmzev/MCBA48DP5rUwaVvZk15a9/xoeK8OGkXAhR09pf/1YLK/f5cDC4dqtrX3t5+69DQEHPnzt0cu4PjZBORDSKy2n1siN16PcHry0Vkk3vtJhF50C3hZYw5B1igbIyZ6u4DlorIdbEHRWRZQUHBh5ubmyO9vb03ZSP9I1FXDohcOSCLrxw4c1c6QWYKcsUZF63Qw8CekoK+4z1DxSo4ecoujagcGQn7KPb3T4uUizi+f+jQoSdFpArnk4FJJyLbgUdU9WH3sRnYlmSwvElVN6rqZvfreuByEVmXnVEbY6YSC5SNMVOaqg7jlJ27x925DxERv9//tVAo5D1y5MiDqro7t6MkD5jJaXuGnNQFNI9xXXvEE/HkS4SwiuqptAv6hoqLZpUeL8TZ1GXaUVXt7u7+yLFjxygsLLxFRBZPZv/RWd84Wy/fDTyYYBsb4p2rqhsB2znNmHOABcrGmOngp8BB4Eb3+zcuWLBgVWVlZTdwR+6G5dhRqMM7CvXJHYVn1qFVVJUzdzhre0mWh+Gzovwx3zdEaCQv+pSEwr5IQd7gbKAYKM3u6LNHVZ9S1W8vX748r6io6N5J7n49MDpIxj22SkTKE2ijIbNDMsZMNxYoG2OmPDet4hbgMyJSM3PmzPtLSko4fPhwQFWn5E51o21rEV/s96KUDXoJiYf5Hk9EQCQS8QCEwxGv1yORCLAbOJCL8WZKKBT6dFtbW//8+fOvF5FrJ7Hry4DG0QdVtSnm+Yk8DTw0Oqh2v2+Kf4kx5mxigbIxZlpQ1eeB7wEP19fXL2hsbNwbiUQeyPW4EuEGyX++rUX8AM2NUqVCfV6YUiL0CZDvDTE84peIijcc8arXE4kAK4DluRx7ulS1taWl5XOlpaXMmDHj627d68lQDnSM8/yEecqqusVtZ5+IrIp5ah3wofSGZ4yZDixQNsZMJw8AVzQ2NtLV1XVTqttkT7Y183QEeGTNPB0CmN+gx1VpGYbZXjgPQDwRwhEP3QOl6i7gywMqgfnskmmbfgEQDofv2bNnT5PX610CfDjb/SWYVpHIOahqA/AIsF1EtonIOndh35TdTtwYkzmSw4XixhiTlIKCgm/W1ta+r6amZv/rX//6L+MEk3nAz3B2snsrkO+evgMndeE9QCEwCLQDvwL+BJiPU5WtAPh3nHzg17rnAvzavf4m9/sQzsftTwKvA+YAw+7138cJeFe633uAR4H9wPtwFvlFgGeAXcBfVs9oubi89HhVdVnr6y6Y91zl8e7ZcvTEHBkO+aUgfyiyaPbebkF/+b9/vFr7h4sGDrSf9xJ4fjeVXxPOgsYBnM1SfgJcCCwC8pqbm/90//79b3300UdH/7UmTVXPqC4Sy61q0QisUdWH4zzfCWxxF+VNyF0YeDnOTHI5sN6dbTbGnOUsUDbGTAsisnLJkiVP9ff3h9/0pjfdWV1d/b1AILAv1+NKRXOjVKCcB2h1D/8ZgRpRtHeoRErz+2U4VDBS7O9vAT4C/AKAFdP3l3UwGPSp6votW7a8s7a29spnnnnmG0NDQ3+brf7cGeVOxg6UFdjoloubqJ1N7rld7vcPAauBzYkG2saY6ctSL4wxU56ISGlp6QMlJSXS1tZ2f3V19beA64LB4HT9HTYfoXN+D80CxzygvUMllBX0kueJoIhEIlIMvBqoBYpyPN50XS4ih1pbW9cdPXo0Mm/evHUikrXc6wTTIhI55yGcOspd0XZVdQ1ORY0No/KWjTFnoen6j4wx5tyytqSk5IrW1taOUCgUDAQCLcAvOZVSkFNXDsi8KwcSX6Q2v0Gfmd+g+0/4eH+/UDAUyqcobxAFDYMW5PdFBkKFg8Ay4BLgKnbJ7Ky9gOw7CmxX1T2tra1bCgsLPR6P516RMzdoyaAmxl+wN27VCnf2uDymSsZJbtrFRmAyq3gYY3LAAmVjzJQmIkUi8qXu7m5aW1s3quoJgEAg0ARcGgwGp8Js62XARUldsUtq/CP48oVDYUS8nrAAKCjCYJ43FBoeyfMDvUAL0JPxUU+CYDD4WuBwIBDoBxgeHv7M3r17O71e7+uBt2Sx6504iyFPE92VT1UfmeD6CsafdZ7oemPMWcACZWPMlOb1ejeuXLlyfjgcfgb45qinh4DX52BYo/2GODV7J9BZAFWDYc/SYQ+q4qQg+0B9gM8z4gtHvIuBEpwFiglVaZhKgsFgLc5ivpPVSVS1fXh4+I7zzz+fioqK+0ScknlZ8AMgXmrEKhIIct2Z5JXjnLIK2J7a0Iwx04UFysaYKUtE5s+dO3dDf38/g4ODH1XV8KhTdgJzgsHg3FyML2pHobbvKHRmupMQBg4PDhUVFHmHTqYgjDjbWOd5POoJq3dGOOJZCrTiVLeYNoLBoAB/Cvw2EAiM3rHwG83NzS/V19fXeb3eW7LRv7uIryNOHvF64mw/HS39NurwRhHZFufcVUBlArPSxphpzgJlY8yUVVhY+JV58+YV7Nu374eq+vjo5wOBQAintNmEm0dMRR1DRdcV+oYKPDhRszhBcpS3xN83dKxn1lycMmwl7JKcviFIUgUQCgQCL45+QlVHurq6Ptrb20tNTc1nRbLzulT1WuBaEVnnPjbhVMKIl5+8klFbVrvB9t0i8qD72OS2UW4VL4w5N1h5OGPMlCQiry4rK3scGOru7l6qqmNu5RwMBquBo4FAIDJ5I0xP6wueD0lH2U3lRSfmR6Akz6lLrD5QcWohbweODIb8vznYUXdwyZyXnweKWKHJpnhMOrcaSRVwfLy/k6Kiov8qLS29/ujRo99U1fdP3giNMSYxNqNsjJlyRMRTWlr6dY/HQ3d396bxgmTXCeBDwWAwbzLGlwntx2sqZhSdaI1AyHv6TLKoM8G8BNCCvKGesoLu1w6G/P7pECS7XgUsmeiNy8DAwMfb29tD1dXVN4jI5ZM0NmOMSZgFysaYKUdE3rdgwYKL8/LyjgDjbgoBEAgEBnAqQ/xJ1geXAd/7zl9UlxV14IV6gZlD4FFgyONsizfifHkZZ9HZ7OoZbb/4wZNvz+mYExUMBmfgpDE8PdG5qrrX4/F8raamhhkzZjyQ5XJxxhiTNAuUjTFTioiUzZo1a7OqcuzYsU+oal+Clz6GUy6uNJvjS1dzo8j5i596TUn+4J4hL3khEHcaXPMjbv6F87t5Lk55s2eB5r9a+cOFwWCwJGcDT9z1wP+6b14mFAqFPtfa2nq8pqbmcuBvsjs0Y4xJjgXKxpip5vaamprKgwcPPgn8W6IXBQKBPuDHxKmdOxmuHJBZiZz3z9+5s+Bwa8N/ez06VBBmRD2E1UPY46RcMAJ4nN/NL+JUjagAWjyeyHM4cfSUFQwG84G9OMF9QlS1+8iRIxvz8/MpKSn5sogUZ2+ExhiTHAuUjTFThogs9ng8t7z88st0d3d/RJNcbRwIBPYDQ+7ivklz5YD4gUuuHJBxc6TdRW6FF1/4eGW/j54IhPIjRPIjTuqFOA+NOFUulgMDOBuOLCvx950HSDAYnJLBsvvalgA7k11Uqarf2r1799M4s+gbsjE+Y4xJhQXKxpgpo7Cw8N4LLrggr6+v75uq+lSKzcwAXufW8Z0UOwp1aEehbt9RqKEJTi0BhuY3aOPcfnZ5oNQHEoGwgo44W1gTcWLmHcDXcDYaWQG8IvCWO0NAQjPXOXAxsDgQCIyudT0hVY2o6sdLS0upra3dKCLnZWF8xhiTNAuUjTFTgoj8WX19/fXt7e39wN+l2k5M3d7zE73mygGRKwcmJTgrcVNEaC2GEDwRhhEFTwiIuKG9m3rxKuAdOGXWWnEW+A0CXcFgsGISxpqwYDBYAFwB/G+qbajqb7u6urbNmzfPX1BQ8NXMjc4YY1JngbIxJudExFdRUXG/3++nra3tLlU9kmaTvwT+NIlZ5RKg5sqB7FVdCAaDNYFA4HD0+xEvtRFYNAL+CIgPyHfqwkkECHnwAYuBLmA30MUKDQcCgUHAP5kz5gm4ENgfCAQ60mlkYGDg1ubm5sH6+vq3ishrMjQ2Y4xJmQXKxpip4MNer3fJvn379ofD4XvTbSwQCLQDPwL8iZy/o1B7dhTqjh2F2dmBKRgMlgHd0e+bG6USeP2IMOABCTsbjDCM84dBQYYj9A07ucpP4eT+Lo5eHwgEWnHyeTNuW4v4trVIsjsdtuBskJIWVW1ua2vb3NfXh9fr/ZqITMl8bGPMucMCZWNMTolIZUlJyee6urro7Oy8WVWHMtFuIBA4BrwxGAyWZ6K9NBUGAoHemO87gSfVS2fE2YmP6FcvoIoHOIYzM34xIKzQ+0e12ZGl11aMk+edkGAw+FZgIBAIjGSi8+rq6s2HDx9uKSoqukREbshEm8YYkypfrgdgjDm35efnf/78888vf+GFF34VCoX+M8PNv4xT1/d7GW43YW4we3zU4UXAq/PhUQ+8Fifr4mTFi3wIe6Eg3yl3t4bTd+6LGgIKMz3eNfP0BLArkXODweAinMWGJ1Ltb+vWraVAPdAALPzqV7963o9//OMXd+/ePa+trW2TiGxT1ZTbN8aYdEiS1ZeMMSZjROTCurq6P+Tn5+vevXsvUdU9mWzfLVn2HuA3gUBgbybbTrB/H1AUCAS6Y483N4oAi6v6IBLmWQGvDxgUEAgPAz44OEP5FrAPJ0/5N6zQ7lHtFwERN295Urll6j4I/DQQCLQket3WrVsrgaU4qSSLgNmjz4lEItx6663XzJs3b/Ef/vCHe4aHhz+RqXEbY0wyLPXCGJMTIiKFhYX3zZ0713Pw4MEtmQ6SAdx6vo/hpBPkQj7OHiIA3NIhtbd0yKz5DarAvkEvl3lAvTjlLMJKxKt4PYrizNKWAf+Bs4nHGZ8ABgKBfqA4Rwv7KoE/TBQkb926tXzr1q1XbN269b1bt279IvBF4L04VT2iQbICh4HfAt/xeDyfb29vf8eJEyd0zpw5HxORpVl8HcYYMyZLvTDG5MpbPB7P1c8880zn8PDwZ7PVSSAQOBAMBtuDwWClu8hvUmxrEU9x7TurP/mB7zTFHHb3FAHgjb151PuHGVbweQAfeCIQzof+AQ+Vw8rs/AgXskKfYJcsZJd4WKGj0zj6cXKKuybhZQEny8Ep8OTo57Zu3ZqHs/hwmfuoidPECNCE8wZgL7Bv7dq1/bEnrF27tjk/P/9bhYWFNwBfAd6U0RdhjDEJsEDZGDPpRMRfUVFxX2FhIS0tLXeoarYDWA/w18Fg8JuBQGAglXmytaoAACAASURBVAauHJClwLEdhZpQCbTju6/8k/Ou+24YTgXK91Roc8wpR0RZ64W+ESjyAAqqzlbWvvwwQ2EnCF4EPIETXJ6RKxcIBAaCwWB5MBg8EQgEJiuX7iogHAgEfgWwdevWKpydBC/ESasYvUNhGCcwfsl97Fu7du1Em7MQCoVuE5HVixYteqOIXKeqv8jgazDGmAlZoGyMmXRer/eWhQsX1jU2Nr4EfCPb/QUCge5gMNiI83H/oyk2M0hMGsV4gsFgKbzhuaqLdvSOc1qfwNMDHt485AN/CBXl/7N35vF1lXX+f3/vfrPvTZumaZvS0kKBshcRFBEB11F7R8dlnMVlFJXqa3Rwxt/hMC6jjuKuOOPojI4z3iLjjAoIiChLBKSUQhdK0y1N26RZmvXm5t57vr8/npMSQtokzU2TluftKy+SszznOUm9r8/5ns/z/UhG8KJK0BNSw0EWx7PcyZOyAChizQuE9lEcxznouu4CjH1hRnFdtwZY1djYeE8ymXwzRhyPVzU+CGz1v55LJBJT7maiqm2hUOgfi4uLv1hZWfkNEVmlOmH6ocViseQNK5QtFstJRUTmL1q06NO9vb0cOXLkBlXNS1uxSfAA8D7XdTc6jtM91ZOb4rp3CocXm3ARZ9ydfh/loBegdiBAKJJDgwoBUC9AIJwjLQqRLP0ZuNovz+6Z4JpHXNctcxxnRiwYyWQyBJxZWlr6odLS0mgkEjl7zCFpYDvwNLAlkUhMK3xkhFwu97W9e/f+TX19/bLu7u4PAdPus22xWCyTxXa9sFgsJxUR+cEZZ5zxntbW1l8NDAycVN+p67rlQNRxnOkm/x3vGjWO47SPt29DqxQAhZcOcSawMJDjgsIBPhyEgIJmBfEEjXr0KPRrgCfDcKTA4/+ALazR5ya6NnA4XxaMZDIZAc4CLgBWq2o8lUoVx+PxXjEhhl2Y1MDNwLOJRGJGHnpE5HWNjY2/OHjwYO/g4OAyVT08E9exWCyWsdiKssViOWmIyEXBYPA9LS0tmaGhoRtP9vUdx+l2XXe167qFjuM053t813UjGF/xsaiMe1RhckXwAvSHQXMgqQASAA2BekK8P8bGaI7DpcP8BvgVayZlOegCihmVAjhVfHF8NkYcn4Pp3IHneYGenp66srKyJhHZBGwC9icSiZNRbfnVrl277onFYtcEg8F/BD5wEq5psVgsVihbLJaTg4hIcXHxt5YvX84TTzxxq6qe9L7GPp3A613X3ZuvNLlRhIFjCtp1ddpy/z6p3R8kvjBHDqFaYFCgWICoQlDRARhWYV9E2TYU5IlYjnqeFFiju441NoDjOFnXdXFdNzSVe/NtFWcBF2HE8djo713t7e25gYGBu9///vf/bLLj5gtVVRFZP2/evM3Ae0Xk26q6+WTPw2KxvPSwQtlisZws3r5kyZKL9u/f3wF8drYm4TjOAdd1W4CLgUfyNa7fy7jAj84+Jp1BdqzIkgVeITkWpIVIQJGIB0E/mc8LouKRGgpydgCeJsdCTJX4uELZJwPEgOMtJCSZTAqmjdvFwPlAwZhDmoEngI3btm3LAu8EZq3rhKpujUaj3z3vvPM+dPjw4W+KyJVqvYMWi2WGsULZYrHMOCJSWFVV9eVAIEB7e/snVPWErQF54kHgmjyPWes4zsGJDqrPcG5UiQBdGmDAU7yRVJIBkCgQ8Qh6Q6z2ooRUEeAuYFILEP12cfM5hlBOJpMLgUswArlszO69mN7ITyQSiaPXc113JSZcZGAyc5gphoeHP7137953NDY2vnzz5s1/Atwxm/OxWCynP3Yxn8VimXFE5JaKiopPp9PpTQMDAxeoqjfbc/IX9g06jnO0bZkgMaBeOf6iuXHGKgRCjuP0HO+4Da1SFPN476Isj1V4eKE0N0TT/IlANAgMG49yJga5HLQMhNkagv6KDF8D9gFns0YfmOScFpjOG5BMJkswwngtsHDMoQcx4viPiUTiRYsQ/ajqymMtUDzZBIPBD1ZXV3/r8OHDezzPW6mqJz2+22KxvHSwEdYWi2VGEZGG2traTwwMDDAwMHDDXBDJYBb2Ae90XXfeqM1hXuzPnQylE4lkgHV12l/h8csKj37gbRpkxXAQSYVhIIAXDKA5oDNEtitEJqJ0BYQvYmwQnZjuEpOiqKho4Ic//OGVyWTyw8AXgXU8L5J7gPuAzwBuIpG48xgiWYB34y8+nAt4nve9tra2Z+rq6hYHg8GPz/Z8LBbL6Y21XlgslhklFot9ZeHChdGenp4NqvrwbM9nDA8B17uu+0PHcVTRPuCZqQzguu78kcrtRGxolSJCrFiYJRIAciH25TIsLcgRCnvQD15ACHhCsEBZlAvwf4MxImVn6YgIP25vYt93vAi4rL6+/uJ0Ol3F8104hoEngT8A2xOJxGQeWFYC2clYSk4WqpoVkRtjsdh9dXV1fy8iP1DVGQ9asVgsL02sULZYLDOGiFyxbNmyN7e3tw+lUqm5WP3bgfHrrsQkyL2A9V1SAVTeWjG+FcN13TjQ5x8bAQK3VhzbCrCuTvvv2SebApAehreG4aoAFIQ8AgJeIEggkkO9DLsHI3QSpgyPGzq3yX9UDrGTNdo63rjJZLLQv4+XMcpaEYlEBtPpdGs0Gr0P2JhIJCZtU/Bb3b0K+MlkzzlZqOpvCgsLf7Fq1arXt7W1fRGz0NBisVjyjhXKFotlRhCRYCQS+XpxcTGbN2/+gur48cuzieM46rruL4F5AGtTZi1dU1z7/ENyHKfdG8aqMVKxbcR8pj59rIM3tEpRjXKdBwf7IFYEz8QDXCTg5SAQyuGFQMOwNBdidyzH02GPtrJhtgNydKAnpTHrRQbuaP5RGXA5sIYXfp53AY+ISNOuXbtSQMZxnOEp/GrALPS723Gczimed1IYHBy8sbOz89qysrJ3iMg3VPXR2Z6TxWI5/bCL+SwWy4wgIu8tKCj4Xjqd3pfL5Vaq6vGCOGYV13ULgMa7P3FzCihoij/fo3dtSgqAcFNce8acE8K0g+sFWN9loupurTj+h+qeZqny4MYhKCqGUHiA9xTmiA5BIAxeADQFQ5k4mwjwrwsH+F/WPH/tZDJZUlvw5Gv7husuGMjWFI8aOouxVjyMsVaoP88oZqHhpDtWuK5bBsxzHOfZyZ4zG4jI54qLi2/q6+t7FLhsrvjfLRbL6YOtKFsslrwjIqXV1dX/VFJSQnNz8yfmskgexcuu/eLNPxkRvqNYg2nNNnaxXgVwtGfyRAJ5hOYwhZU5yoo8zgFqPCHUJ0gogGZz4AXIIGgAwkGPqp4IL9/9x7V37ti1fnll+UNvj0RW1B8aXDO6yn0A0+7u0UQi8SIx7DhO2nXdUmAqrd1egemyMdf5vOd5f3n22WdfsmXLlncAP5rtCVksltML2/XCYrHknXA47CxZsqSira3tD0BytudzLNamJLY2JbWO4wxiOkpcPmZ/CPM5uXv0dr8CPew4zqTE8YZWiW1olVqAriCHg7AtBLEMVIsioSBkBYICIQgOB0nlgjT3ehXPNPevvXhf69u+CKyPetnzq8I7yjEL8x4GvgDckkgk7h9PJI/gOE6767oLJjNX13UXA+WYiOo5jar2DQ4OfjIYDFJVVfUlESma7TlZLJbTCyuULRZLXhGRFYsWLfrI4cOHtb+//0NzOT1tT5gLDwc4B+DrN3x9R39h/xmu65aM7G+Ka7Yprg82xTU15tQyx3GOTOFSFUAVwLo6HSzz+N0wPKwwQAAvnsUryOLlAFEI5Qhl+6qXtR2+5mOHu69YVVjw3BmV5Q/UkonvrYi2/Br4RCKR+I9EIrFrxGIxCfpc1y2e+DAuBn7vOM4pYWNQ1R/t3r37ySVLlswLhUKfmu35WCyW0wsrlC0WS14RkS+n0+nggQMHfqiqG2d7PsfjUIitzVEeBeiq7Cr+4bt/+CtM/PMx8VPvptou7TBQvqFVRno0p+LQHoE2L0ho2OjjQFBhWAhkCUWyEqgrLni6vrz00fmVpY/2La68694Dg5d8eNXVd3w3kUiMFe4T4jhOH3Bcoey6bgB40HGc5qmOP1uoqtfb2/uhPXv2EI1GPyYiS2Z7ThaL5fTBCmWLxZI3ROTa0tLS1x48eLA3nU7fNNvzmQhFuxSzUE7R3YdrDu8EVrquu3q84/12cKnJWi5GWFenGWAPxjJBCq5Ow3nAIB4Z/5NYc4GRinIgQ8BLB8N9G6sqHrq3tuyPD84P73l6CtXjcXEc54DrurXHubd3Am3TucZsoKpN7e3tPw4EAtFYLPaV2Z6PxWI5fbBC2WKx5AURCZeXl39j8eLFqOpnVPWUE1w+TwOv9LtFjCXOixf1TZYY8KENrXLGMGSHM5F5w8Ock4PQsEBGIOQhKBAZHozFD3eWFu9LhUPZQ5kgj3cWsOVEb2gMfb4oHsurgD2niuViHP6urKxsaOHChW8SkVfM9mQsFsvpgRXKFoslLwQCgQ8tWrRo2f79+/d4nve12Z7PieI4ThfwFHDV2pQcjW72xeXgVKvJo2jR4aJtunX96mz3OX8Z8XQNEPICkBUjkD1QESQ8DAgdwBOYQJPtQGdLs+QjSjrNmI5HrutWAQ2Y1L5TElVtPXjw4OfLysooLS39lkheflcWi+UljhXKFotl2ohIdUVFxS2e59HR0fFhVZ1quMVc41FgIJANvWxtSupd1xUg5jjOpJPtRpNMJqv04Z++nse//wa6L35NJlMSGs6U9aigBBBC4IXQ4QAyFCKTDZNCuQ8jaCsw3uLlwLnTvTHHcbJA0Pcjj1CBCRc5pf9u2Wz2S3v27GltaGhYBfz1bM/HYrGc+lihbLFY8sEt6XS6ePv27fcCv5rtyUwXXxA/dkHyna3AfiAKTKmSnEwmJZlMLk8mkx8EPgNcTeHuKmLt0Uy24lEJhL4VCqEEUIZBcwQkgEcALxOkiwAJchzEtIED2Mk4MdsneH9HgBoA13WrgQOn0gK+Y6GqqY6Ojhv37t2LiHxWRMpne04Wi+XUxgaOWCyWaSEi5yxevPh9nZ2duUwm89G53A5uiqQr9y++4tov3pzD9Ew+MJmTkslkCLgI4/mtH7VrgPCRR6l54Pf1FXengCuBLB5KCGQYxCMQFcLpAKvwSIc8rs0G2YtJ3LsbyLY0yxrg6fpGzU7z/gb9IJI3APcA/dMcb67ws56ent+tXLnyyubmZhf4yGxPyGKxnLrYirLFYjlhREQKCwu/OW/evEA6nf6uqm6b7TnlC9+L/FvgLUyiE0QymSxKJpPXA58H3sPzIvkAJjHuk4lrPv9viYvu2unve0MWwsOCIKgE0aCHZs333QT5djbEZv/YHkwISBEwBEx7wZ2fQHgJ0Os4Tst0x5sr+A9qNw4ODuqiRYs+KCJnzvacLBbLqYucPsUfi8VyshGRN5999tk/y2azvbFY7Mw3velNQ5jOEABHgAhQ4P/ci3k4H0lP6/P/O9Lbtx8jAEcCPwYx7dTK/J9TGJE48jp9yN9W6o+b9s8pAYL+uQP++CEg61+z0J9Xzp9TAcZa4WEEaZzneykPAu8GnsEsqHvRPdXW1s6LRqPXBoPBC4JBs34sl8uFPc/b7nner1tbW7fncrmj93TVFT8tDYfTrywt6fhMIDRcKYFsUPvipmoRzg6HwpncUK5gfy4X3prNhe6LRQc7uo/U4HnBkOcFD9z/+z/94zTvqdv/vhTTDu5/gZZT/O80ck9H/+19+9vf/t6KFSvesXHjxnv7+/uvwWKxWE4AK5QtFssJISKxaDS6rb6+fnFnZ+fHP/rRj97mOM4xY5RPRfyewz1ApeM4+0e2J5NJAc4AXg0m2c8nAzQBv0kkEodGNm5oldWYkJLYxUOsDBixdyuwGCVElrB/aI4AaYLswPiR7wa66xv17pGxWpqlHojWN+rOad5bOUa4DgPe6fa3u+66687atGlTUyaTKe7s7Hytqt4523OyWCynHtZ6YbFYTohgMPhxEVm8e/fuZ7q7u7+OqRieNvj+3Q7HcVLAkOu6r0wmk4FkMnkRcBPwcZ4Xyb2YyuwnE4nEf44WyT5HMJXYc7rNp+46oAsI5ISgeEgwh6DkUDyyzAd2YSqsf9nSLEtHjdXvjzede6sBVjuO04mp5kamM95cw3Xd2ksvvXTroUOHnIGBAcLh8FdF5LS6R4vFcnKwQtlisUwZEVlQU1Pz9w0NDeRyuY+qatZPfVsw23PLB37rNPFbqVFdXT1UUFDwxnQ6/WVM27EG/9ADwL8DNyUSiTsTicS4Vdl1ddqyrk6HgLa00IKpOm/sB8mApwEgB+IRRAkiZIHrgXcAhzD2BQDqG7W7vlE7pnFv4o99EMAPGEm7rnvc6O5TBT8oJuN7zL8Vi8V2nXXWWWcEAoEPz/bcLBbLqYcVyhaLZcrEYrEvLVq0KN7S0vILVb1/1K4B13ULZ21ix2FtStasTcn8SR4eAnLJZLIkmUy+qaqq6h+rqqoW9PX1jURbbwO+DtySSCQeSSQSk+pAsa5On7hksW7H9GkujUI4CCECeLkIaBAhSIogOWA+ZhHhA0BbS7NUtjTLG1uaZbqCdjXGI3zUuuE4ziBQ6IvoUxb/AWc1cI7run998803O5dffvmz2WyWmpqam0WkZrbnaLFYTi1seziLxTIlROSS5cuX/9mhQ4cyg4ODN47e5zhOj/9afy76XQ8BhydzYGVl5fKamprzgLX4n5MFBQWdAwMDB3p6em5773vfe0LdPTa0SilQdKnxBYfCxqscJEgA9f8XoIXng0a6MYvkKjCL3MKYRW4nFHziUwU8OE7CYBazIC41jbFPKq7rhoElGL/4GcAqxvS7vvDCC1ueeeaZ/Q0NDQu7uro+hw0isVgsU8Au5rNYLJNGRALAI9XV1Zd0d3d/IZPJ/N3YY3zxEnMcp+/FI8w9BBHFfBAmk8klqVRqXSwWWyoiI9XVNPAgcN+2bdv6Md0geh3HyU31WhtaZR6wsjxLekkWJwxXihHF4ss7D2E/JuRkMabTxs+B2zEBIan6Rm1uaRapb5z6h7fruhGg2Pcmj7d/wWT7Rc8GruuGMMJ4hf+1lOcLPuJ/n8FUzHcBu4Fd3/72tyOpVOrxXC4XHBwcPF9VN5382VssllMRK5QtFsukCQQC72poaPiPffv2HfQ8b4WqjiuG/YVwfb7/dU4T8AIXv/3pt5e/8dk3rvY8b0U2m41EIpGhoVj78GDR3scqOi76WSKRGBw53nXd64F2x3H+ONlrbGgVAYLr6jS7oVXOXJDhspocVwu8JQDBsBF5YETeAKbinMFUwe8HfoypBD9S36jDLc3yKuCpqXiVXdctAd4F3DbivR7nGAHmzxWxPDIfTKV4JSbGe7xFed0YYbwL2AIcGlsxF5Gv1NbWrh8YGHikr6/v8tMoGMdiscwg1nphsVgmhYgU1dbW/nNhYSGq+nfHEsk+HkbQTMciMKMkk8kAcOF3o999Q/FwcTVAJpOJBeOy59Gld+wMVj10b6aoNXprhQ6OOfX3wF+5rrvdcZzJptktLspx6b17hYIAdy7K8QAwmIM3KogHgYCxDPTxfMu2B4AdwONAu7894HuUH6tvPO7vfzxeBTxxLJEMJmTFdd1B13ULfN/yScf3uK8EzvK/xuum0o2ptu8AnnUcp9N13WrHcY5nrbnF87z3LFq06LItW7a8FdiQ77lbLJbTDyuULRbLpAiFQp+aP39+ze7duzeq6o+Pd6zjOH2u687H76ww26xNSQHQ2BTXp5PJZBh4GXANUFmWNjkZ6XS6PRwO/8+da7769HMLHl0BHGqK64sq4o7j9Luu+ximh/L/TOb6Fw7R2RJiG8q7SnMIRvheGIRcFsL6vK+2ACOIBbMobReg9Y3a3tIsAAsxIvLXU7l/vxtJLfB/Ex3rOM4R32d+UoSyXzVeiLnf1RhrxdhFhYMYYbzN/+/h0RVjv991+/Guo6pHAoHATbW1td+tqqr6qoj8UlVPGT+2xWKZHaxQtlgsEyIiS0pLSz82MDDAkSNHblB9sYAch0Ou6853HGcuiOVced+CYPIXyeswldXiUfu25HK5e/fs2XPg05/+dM/beBuYJL7j8Thwluu6gcnYS0JwzpIsuwfhHxFuAHZ4UOiZxXnitx/yMII5h1l02IlZxBdraZaXM+JlhvvrG3V48rcOmEV6t0/BV93lum6JH3Odd3wf+wrgXEwv6rIxhyjP2yi2APuO9Xv2fdfZyfwdVPVfW1paPlJTU7Oqo6Pj48BnpnEbFovlJYD1KFsscxQRkbnioxSR24uKit7S39//Y1V912TP89Pf0rP1Gh8gmUyWAFcDV/J85LECTwB3JxKJFr+HsPjhIuMiyEIgoOg+ONqKbC3wyDgdJADY0CpFgFw6RH99o+qm3bJsUHhftcdn08oHInBzAEJRMx/x5zUMdAD3Ad8E5mGimbcCdUBrfaPumOz9u667Euh0HOe4Fddxzsurz9y3VJwDnIfxHI/1GvdhRPHTwNbJ/puZ6gJEEXlFYWHhbwcGBgaBFaq6f8KTLBbLSxZbUbZY5hgiUgX0qk65ajgjiMgrV6xY8ZbOzs5Uf3//i7pcHA/Hcbp9C8ZJF8rJZLLy2cpn1+Wqcpev6lg14ElGuiufLCvpOfOucKbkV4lEoh2OvvovchxnooVxQ4yyBDiO4/mv/M8BnjrGOfOBYH2jbgeo9IhWmi4W50YhOmwG1BxI0IhkD9Nl4xCmyvpKYDPQCgzXN+pvp/I78MM3rsB0zZgq0/aZ+w9K5wHnY9q3jbVUtGDu72lgz7EeOI4z/jzM72rSqOoDgUDg9vPPP/+tW7du/RLw9qmcb7FYXlpYoWyxzD0+DWwCfjDbExGRYGlp6TdLSkpobm7+vKq2nsAwba7rVk1CiOaFZDI5H7gWuHhe/7zoc5XPFQBdooHftdXfs3vHeV9+8taKF1TqqzE2h+OijNth4mHgda7rbnMc50UPNuvq9Lkxm0oxAnixQEkUhtNQkANVCIRMNPUeoATj1e3AiMkUJrp6qlwM7DpWO7jjcaI+c9d1qzDC+AJMi7vReMCzmAeLpxzH6ZrqvEZdJ4R5WzHlireq/m1HR8cbGhoa3iYi31DVR050HhaL5fTGCmWLZQ7h9yl+GbBERDar6hOzacEQkb9ubGxctWvXrtZsNvvPJzKGX3kddl03dLyOC9MlmUw2ANdhKpgCEMlF+naX794azUW/95krP9Mr/FktUHCrH4jie2X1RHoiAziOc8h13XZMpPVYUTweBzCdGlZhvMhDQCQAYTHt4AqBKMaGcD/wJHA5cCdTFMr+vS0H/nMq541hUj5zXxxf4H81jNk9jPF8bwKezqMNJ8YJBtuo6p5wOPzlNWvW3FRSUvItEblgkr57i8XyEsMKZYtljiAiQVXNicidmNf57xGR51S1dzbEsoiUR6PRzx44cIDOzs4bp9khIIv5vMm7UE4mk2dgBPJZI9uGwv39rRXbH2tsu/Dnt591e3rU4RWYrhIjAqs6Dz2Df4GxWEyG3CC8QeD8HPRGoTBofi8ahKA/t0pMJfk6zGK3HkyFuZSp2SDiwE8dxzlh64TfLi7tum5s7Diu61YAF/pfY8XxEKZqvBHY4jhO5kTnMB5+NTkwnXGz2eznduzY8RehUOg8TH/pf8/bBC0Wy2mDFcoWyxxBVUeqmg9hrACvAf4c+MZsVJQjkYhbWFhY2dbW9jvgZ9MZy3GcQb/lWF76KieTScFUZa8Hlo3a1QHc7b7mw4NFgUGeiulokYyiW0e+9+fTNt25+GIy7LrunziOc8x2cRtaZWlBhNIVwzwNXBKC5WL6AdeOOTTr30cUKMdUqrczhYqy67oNwBrHcX4+1fsZi+M4XSMWDNd1izFV44uBxjGHpjDi+AnMYrwZe3uAsa90T2cAVe0Xkb+NRqM/Kisr+6KI3DFBb3CLxfISxApli2WO4EcmRwFV1a+JyALgVSKyRVXvP5lVZRFZuWjRog+Gw2Gvq6vrxjxd9/B028X5Avk8TLV1dBXzAHA38HgikfD+lD9dxXH66rquG2q+9PdFz11xf9AhL+3r9gPXua670HGcY3VRaBsM0Bk1wr4L8DJQLCAKmgEJGztGELOgL4qxF2Qw3t6rW5rlt/WNetyWba7rBjEPEL/Iw33hdwRZ7Lrue4BFmKr3CGmMpeKPzLw4HplPGNOh5ITsMmP4SSwW++jSpUsv3Lx58z8An8zDmBaL5TTCCmWLZY7gi9EhESnyN/0YuAn4MxHZrqonLVa4oKDg6/PmzQs+9dRT/6qqm/Ix5vFe40/ESIoeRiAvGLVrL3AXsCmRSBwV86Mrx8cg3nr2pjRQIMgKIKro5qnMaTSO4+Rc170bI5a/P94Cs3V1OtDSLGGF1QMQCUE6+Hy7OsT4qrOY3sqVmM/n3wPfxojlJox3eSIuAQ4eR7BPiC+2VwKXYh5Mwv5X1p/LZkwv6afzbauYBPmwywCgqp6IfGhgYODRefPmrReR76lqcz7GtlgspwdWKFsscwS/ohwBIr5f+WkRuQP4C//rsyJSAuRU9YQWMU1yHtcvW7bs6oMHD/YNDw9/Kp9j+6/xF2AqwBOSTCZDGOF3LVAzatdzGIG8dbRAngy+v1V+U9fZCiBIFFPFnRaO4+xxXfdJjJf4WLaA5cCr09A1BCURaCuEBX6JVhU8MWL0+/44KUwP6N9gqtYhjFA9HhlgSm3k4GibvHqMOL6YF4ayKKaP8+PAo9PxPU8Hvx3ctO0yo1HVx2Kx2H+ee+6572hra/sy8KZ8jm+xWE5trFC2WOYIfkU5LSIHMFHGfRhv8BnAxSLiYiqNP+MEhNBkEJEIcGt7ezv9/f03q+rhGbjMIdd15zmOc0zBMypm+lqMT3eErcCdiURiMh0mxqW/sL/052/8+bCDA4DyQh/zNNkILHRdN3UMMdmfgu9F4KwIvH7QpPOpQMD3LMRixs5QDVyEF1pXXQAAIABJREFU6ZCxG+PJXQ4UYTzA4+K67mJM27VJ9+B2XbcMI4zX8sJqPZiK/aPA447j9LquWzOLIjkE5PJkuXgB6XT6E5s3b35TKBR6o4i8SlV/k+9rWCyWUxMrlC2WOYRfVV4KPCkiAf/VcBJ4K6YTxvtU9bcz5VcOBAIfXrly5fLt27c/63neN/M9PhxtF5dyXTcyVtAlk8mRgIxrMJ0eRngKI5D3nMg113fJOUDzf6dr43VX1Z6xv3FnGGNryCv+vS0Hlmxolb0Y0Tu4rk57NrTKGUsDRAVeFfB4VQ40AHGFTACCEQiKqdzuxwjiKoxIHcB4jr8N7GlpltL6Ru0Ze23XdasxC0An7L/ti85zgcsw3UJGB4F0A3/AVI7H+rc7XNetdRxnSiEfeaIE4+3OO6p6QEQ+29jY+LnOzs5vishqVZ1xv7XFYpn7WKFsscwQI1YKVVOxnEjcjuwXkX2q2u9vuwhIYITLKoyw+Y1/XCSf6X0iUlNfX39zLpcjl8utn+FkwCGM53UYIJlMxoFXAK/G9BKG52Om70okEtONGU5vjaBFnUXXDK/atHF1miLi0xxxHNZ3ybmRq9ZsKrj/jW/rfOaS9sqzHy0GFm1olXbgUAQKizy+3w/FIbgyADVB83sAyImxWuzE+IIPYn4/MUz6XA3GDrG0pVl+X9/4IiH3Ckzl95h/N9d16zGV+kswby1GSGOq4X8Anj1WQp7/IJAZ7yFnJvEXFKbyFad9DG7t7u7+m6VLl565adOm9wPfmsFrWSyWUwQrlC2WPCMiQeAtmJ69fyYiPwN+qarNxxPLo7aXikg98CpMK65/VdWnROQfgNeLSD+mO8I+TBxyXohGo5+vra0t2rp16z2qele+xh0Px3GGXdct+NGPflQUjUavAq6Co9LVw1RS70okEifsRxWkDFik6OZbK/RZ13VrLoPkkQ/fHASKZ0IoA4PDZz3ZW3D/G5va/nDdig+85g8/39AqA8C56+r08ZZmyQJrS6GoB4JRGM6ZsBERCATMvb8as3BvGONZfwwjgudjWgcuBuowtgjgqAAuwQSUvADXdQsx1oqXYTzIo9mBSRd80nGcSVlQHMfpnIrPPE/EgON2+5guqjokIh+tqam5Y/78+Z8Vkf9S1RmpYFssllMHK5QtljwiIouA1cBGVd0pIluBNwP3i8jlqtriH3e86vIQ8A+YqN+Pj6rsfg54H/Bl4K9VNW8iWUTOKy0t/Yv9+/dnBwYGPpKvcY9FMpksOfPMM6/OZDKvwYhDMOL/EeDuRCKRj7jrQfzew34XBxzHya7vunkBZqFcB4Ag9Yr5u6zvkmqg/9aKEwtXubXCRFa7uE9ibAqy6q/pBe7xDykC6gdhoB/6BPoLzDYUJAPhsJn3EowFJ4KpJP8vpsI8D+iub9S9L7wyOeA/RyrB/sK8FZhUvzW88LO+GyOOm6YRKz6hzzxf+DaR0AxXk0f4+f79+x+sqKh4OXAzMOP/X7BYLHMbK5QtlvzyOiCpqh0Aqvp7EXkIszDrf0Tkfaq6cQJ/cQr4vqo+BibW2o/XfQPGv3qFqu7J14RFRKLR6DfS6bT09PR8Q1WfzdfYY0kmk+UYH+3lIhIGIp7nDQQCgQeAexOJxLRCJEaj6DCwy/+xHDgMcGuF7hs5RpAIsFiQNv/4Gkz1smU61/YtCq3Am3Pp2LPB6FAPxms8X6HFg9dWwYIgVAvGY+KZ/0QwPtwY0Az8GtOm7Qpga32j/mzs3FzXvQjocRzngOu6JRh7zuWYBYEjZDH9jh/CWCumJTr9+0u7rhs+Ce3havLVDm4ifEvTDcPDw09Go9EPishtqrrlZFzbYrHMTaxQtljygIgEMNW+BP5iKn+b+gvyrsOI3L8XkZtUdcexqsqq+rtR44p/fjGm0ny5L5rzyVuXLl16eXd3d/ehQ4duyfPYACSTyZGFZpfxfCu2dCQS+fX+/fuf+djHPrZjJq4L4LpuHBgYz3fri+MHR36+tSJ/oshxnKzrusPP/ujvyhzHeWZDq5RWh4gtzjIYgMeyZrFeURjKQ6Bp09YtjRHJaYy1RjEiPwv8apx7K8J0q3jEdd33Y7zNowNBDvj396jjOPluKTiICUWZMaHspyceMzhmJlDVzaFQ6Hvnn3/+B7Zu3foNvwvGSU/GtFgsc4PAxIdYLJaJUFVPVQ9iXue/ZdQ2FZGQqvYCf4WpCr9fRIr9fUe7DYz+ftS46ovlPlW9O98iWUTiFRUVX43H47S1tf2dqh7J5/jJZHJ+Mpn8S+AW4OUYkTwI/BK4KZFI3NHX17fTdd2xMc75JIoRnnlnfZect75LxrZUG83vgHNc1y0ASjLC8mdCXHwgwEAYng1B2zDmCSgIkaCpKMcw4ngtxj4hGKvIWS3NMm9kYL96/LeY7hXvBc7HfKYPYywsXwBucRzn/hkQyfiL+YIjtpZ8448rJyPtbyy5XO7TBw4c6G1oaHgl5i2RxWJ5iWIryhZLnhCRQoxIuVRE7lLVToCRNlOqukFEXgH8JXAvcPfoStXYqtVIxXkmq1mBQOBvGxsbF+zYsWOLqn4/X+Mmk8kGTIremlGb+zDBGb9NJBJHe/H6r/GHZ6KTgi+2ZtLfepAxLcs2tMoFmC4VXav+mgu2/eCmjTUX3/eq2iy7GrJUd8AFbUEOR03XiXqFbACCw5Dz218o5neVwywIvQOzeK/e8wK9ruuWAldiFnouwrypAGPJGKken6xex33+HPPhKR9L9Sy1oUNVO4LB4P+rra39anl5+ddF5J6R7jUWi+Wlhdg3ShZL/hCRvwE+A7xdVe8ZtX3EZ4yI7Me0Pfvz0RVcESnFiOitqvrrkzDXheFw+NmCgoKCnp6eV4y2fJwoyWRyGabn71mjNh/BLGZ7KJFIjCs2XNcNACWO4+Stoi1IzcptKy8rXbztfwGa4qprUyJN8Zn90NvQKjUYf/CzQPW6Oj34nbsuO+Oc4jZdNH/X2n6oGhAWRZVXhmBZ3FSRJQ3DIcgFoDNk7AYBTKeLh/sHSr56xy8+GM9mY1eAzvfvcKS93iOYntB7j9XWbSbx+zcfyadX2XXdYiB9MlvQjUVEwrFY7OlIJLKit7f3E6r6pdmai8VimT2sULZY8oyIPOJ/+05V3TVqe0hVsyJyGWZR1dmqunVUsEgN8Azwb8CnZsCL/ALi8fh/1dbWvm3Pnj23q+q6Ex0nmUwKpsfzdZgUwRE6gLuBpkQiMeHrc9+ekJtsm7IR1qZkHiBNcT0EIMgiYPBTn/uU/PidPw4tqN5XBoSa4vr02pRcDHQ0xZ//u+SbDa0SwNghtq6r03RLs8T+8Mdrrtq6/bLiv3znzWUpuH4IDqThomJYEYFIBgKDoDEYjkE4ZBYePto7EN8x2F+8un+gsnooXZjZvee8lkAwFwBP29qX7AD+yXGcwRm6DwEC6+p0wiQ813UX5HPBnZ8W2DMbwn80IvKakpKSuwsLCwcOHjzYqKoz3uXDYrHMLaxH2WLJP+/CvBZ/v4gcTZfzRXJAVR8BksA/+9s9f3s78DJV/buZFskictnixYvflslkhjE+1ymTTCYDyWTyAuDvMW20RkTyQcyCxk8nEokHJyOSfYZ4PmxkQtamJOZ/G+T5BYIAVwWzwUtFJbh30d6DmO4RI5HXW4E9k73GibCuTj3/OiPV0OBFa+7bCxQ98tj1WyPwXBHUBSEUgZBiPogjpqosQG5wiPYdzWcFt25de4GiZ4ZDqYLOzvmHg6GhJ/sHSj4XDGS7Vq966D9nSiT7nIlJg5wMba7rzpv4sInx28Ex2yIZQFV/nc1m7164cGFhNBr9p9mej8ViOflYoWyx5BlVbQZc4EbgKr/7xdEOFv5h3wHaxm5X1efGGfIFiKHiROcnIoGysrJv+Qv4/nmqreaSyWQomUxejrnH9/F8iMVe4LuAm0gk/pBIJKYk9n0fccB13fBEx65NSQh49dqUxJrieqAprq2jdv981e6G4ns+9tkAQFNch5viOuR/398Un9mHEJ9zgUaA+kYdCAa97VdcdsfuHTvPX6PZ8LYASMxYLjQAgShQkMMrzhDMppHhocL5oeBQQziUDTbvvvCxjq4l/zp/fsvHrn/1j/97YKC8rKOr7tdvXnfvsy3NUtjSLDOymA7zcDGpLiCO4+SA3GT+dpOgKp8WnOkyODj40ba2tmxdXd2fi8gFsz0fi8VycrGL+SyWGUBVPycia4F/woRe3DeqA0bW31bjHzvVytmVwNdE5HzViV+Lj8O7i4qKzjt48GBbNpv93GRP8mOmr8AkBpaO2rUdY7HYnkgkplUFdBynY5Kpb1Hgj5hQjq2jdzQ2NzZ0zTvYU28Ww500NrRKGTB/XZ1uw8RBj75+YNnSzWWpVFHzYDb8V8FQZnHMFCrCnmmgLKqIggxn6M3mgtmSkiNaXdnWUVjYvz8Q4CdAZ32jenUL3lnbeuCMx/xxV2EWEzbn+37W1b0oInsiuoAyxixunAq+33lOpeGp6o5IJPL15cuXfywYDH5NRF5u28VZLC8drEfZYpkhRCSEWWi1F/iWqj4wat8aoOFE0vX8NnK/Bf5LVW+b4rnFIrKjoKCgdmBg4F2q+uOJzkkmk2UYcXwFpnXZCJswKXq7pzKHifA7VVSNTX3zvcjt/qK8szAP+n1j/cau65ZtWbWlN7kueUKVY0GWvnyQ8guG6Ly1YvLV9g2tUgjUrKvT3RtaZQEQX1enzQC375fFC7Osrs5xuGXfik+H5u0tKwwO1cc9KsJClACBtEdGwfOycqgwpJ3hMA9jQkr6MYs/Qz/7vw/qa6/5ocRig/fVN+pwS7NIfePc+RD3febeiXTd8Bd01sxWp4vjISKlkUhkJ1A1PDz8dlX979mek8ViOTlY64XFMkP4leP3Yro+fElE3iQi80Tkakwl9EUBEpMcVzG2DldEyqdybigU+ocLLrigNpPJPAb85HjHJpPJhclk8i8w0dnXYETySMz0zYlE4jv5Fslw9DW+N+JVHcVi/Cp8U1y3NMX1qaa47lrfJaH1XVILR/2tOlokr01J8dqUlDJ5BjzoxfR7njTr6nTAF8kRTCz1AEBLs5Qsy7B0f4i+g4PF871soLav+czlmcF4pCcXyShoTsnmhGwkTKgwrtVemOocXIXpp1wCLNrbsmIxcOZPbv/Er+sbTaz5XBLJPkNA/ATPrZ2LIhlAVXuGh4dvWrZsGZWVlV8RkYLZnpPFYjk52IqyxTLD+G3fXotJTQMTTz3tmGgR+S6QUtX1kzy+saGhYVs0Gg3v2LHjkpGI7NH4HSxWYyrIZ47aNYRpQfabRCJxUvyjruvWOI5zzFS2tSlpAPZdmmI+UHNrhW566+1vXbbl9T8rK/M41BTX/f5xS4FwUzy/0dx+Bfks4PF1dc9/kG5olTqgal2dPgXQ0iyh53qqP7Dv8KJV3oH66rNW33v54QNnllbOey4bLuulSIgHgqgAYjzLvQqHQtAVMBHczw5nInfcde+fv37pkqf3Xv+6ptvzeR/5xnXdKky7uElbN1zXLcekJ85aO7iJEJFgSUnJkytWrFi9cePGW7LZrDPbc7JYLDOP9ShbLDOMqvZgqrc/Gd1POQ98GtgqIt9T1W0THRyPx79aW1sb3rRp04/HiuRkMlmAiZd+BaYH8AhdwP3Ag6NDQk4SR1zXLXIcp3/sDn8x30Kg7dYKPQAccF23cvsNd68YEgLA0UjsqbaCE6QQKFZ03Orm+i4RYMnyIHuqcnSMFskA6+q0dUOrBH+6N3zm9h/+QwxuftXilQ9fkyvsi1fW7g0NFwwWFFW19KZT1dHaqt7IgAkY8aIQGAYNQ2cY9gbgLuBaIHXw4JKlgqZWr/zDwy3NcnZ9oz4zlXs6mUzBZw6A67ojiZQzFoWdD1Q1JyIfOnLkyO8XLlz4CRH5vqrum+15WSyWmcUKZYvlJDAqZS9vHRdU9bCIfA64VUSuO94CIxF5VWlp6eu2b98+kE6nPwFHq8eLMdHSFwOjOxbswqTobZxq94o8ksGk172IprhmgYdHfvb9reHigoEninP0NMU1JchiIHZpyoR3NMX1Belx67ukFIjeWqHtAIJUYkRrFGN5OJYNIATU7Iiw/28qXizCXdeNRis+sNrLRK4CigrivRHtLxuMpQvaquu3tFWHNR2a176qbyA1mFECBAijEICMmJZy83JQFjT2j7tVpTQUzpS97trv78TYMOa0oPRpn+iNwCgimHCROf96U1UfjMfjPystLX0LJiL87bM9J4vFMrNY64XFcgojIhFgM/BxVR3X8ywioZKSks2qurKvr+9TP/3pT28DLgIuBRaMOjSLWTT225nwHp8I/iv5vole448XeCFIERC5NEURJnDkBaJ2fZfUAYW3VugO//glgKfo3mnM9ZWYB49RAt9rXnHpr9rOXrL5kdJgZlU3/EkMriMXjD+z87zw2cs2BULBXEBhaBgGgxANwu6IqYofeOqZl2UPHGy897pX/0cxpmVbN8b3fh7w0Bz0KQPGOgN0He9v51eTKx3HmYkI7BlBRBYFAoFnq6urY21tbVeo6oOzPSeLxTJz2IqyxXIKo6rDIrIe+KqI3KuqL/J4xuPxDzU0NKzs6Ojo+NrXvhYCPj/mkA7gQeDhRCLRdxKmPWkcx+l2XXc+JsRkXD750JrVek3uALzQMqqosWzEx283dmvFC3ovo+gJPRy4rlsPvBrz8DGyQNrDPHTc5zjung2tt5y1DbouHaI/Di0e5DSYo6iwL324fVHB/Pm7VSAsMKiQipgIaw531D3c1r7o2ksvuqsNk9p4EKjECPHmuSqSARzHafdDSI6XZlcOzKl/cxOhqvtCodCXFixY8Ol0Ov1NEVkz0wFBFotl9rBC2WI5xVHVu0TkBuAG4Cuj94lIRW1t7WdVlWuuuWZjYWHhQn/XEKa92yPAjun2P54J1qakCKi5lpv3Hes1vuu6otcPxTP100+kXpsSwSxgfM63dhwTvxJ6FkYgj170mAIeLF321B/qXvE/rwfi4FCb5Qyg/tkwVdVZSrNKNAq5ebW7gs3PXUBxxcEj4ehQRCAWNF03HgrAtXtbVrz7zOV/3Fdedri6vvHo4sAYEKpvnFpQzCzRfSyfuW+XiTiOM6f6Jk+GXC73hQMHDrx34cKF5/T09LwHEzs/K4jIJzBWKTDddG5XnXpEuz8OmAexTmCjqt6Xn1laLKcuVihbLKcHHwMeEpEf+1HYI9y8YMGCwt7e3oPXXnvtE5hwkM3AlkQiMde9rkEg6jhO1nVdXNcNjfMaP1p459uemSjKeX2XVHUEKflRqe4SpA4YVvTwOIdGMZ+L4wplv/3cxRiBPNq20onxdD/sOM7QhlYpwVRSjwDElEdyynmFSklG6S8ELwuBSCgrtfXPekPDscJodIgQDAfhnsPCuYXpyK551fuq6hbs2gWMrnYv5PhV2rnEMX3mmHZwk1rwN9dQ1QER+Vhtbe1PiouLvyAit6tq78meh4jcC3xSVTeO2vaEiKybrFgWkTLgX4DbRoSxiLwPuBcTqW6xvKSxHmWL5TRBRL4CFKnq+/yfzwqFQk9FIhFZsGDB5c8991zTLE9xWriuO99xnIOjfhagwnGczrHHCrIMI9AOKNpx+aAs2x3m8taw/lCQBiCl6GQWmo1cqwDjPR6bSrgXuAfY6Edwv4ANrSLAqjVDFPQKaw4HiWiO6xcqqzMQCkOJB6FsqsALeqKxwgENQeewF9ja2Tk/VV95sDMQ8AaBe+sb9RctzbIQs+hyz1y2XYzGdd0yoH/0Q47ruhXA4IkEk8wV/Cj5B4uKil7W19f3JVX9xMRn5fX6bwXer6qvnsz244yzAXhcVb84attS4K2jt1ksL1VsRdliOX24BdguIt8BNhUWFn6joaEhuHXr1u+c6iLZp8N13XLHcbr9n8vwQz0ABAkAjUAa4xHO+f/loQLdKcg+gBu7aE0JcSmXUkV7jndBf4He1RiRHB21azNGIO8cr1uDH2ddhrG4eFsjHCrwyCzPUuiBBKA8A8EABLJANhOVtsOLgrWNmwcyaKC7vX7hwfbFjzdUt5ZgKtc7WpplPlAIdNc3qrY0SwVQVd+oO8Zefy7hOM6R0T5z/wEncCqLZDDBPyJyYzwef7y8vHy9iPyLqj53EqfwfkxU+lg2AleLSJmqHrfnuYicD1ytqutGb/er0VYkWyxYoWyxnDao6hER+X/A14AvLV269JXt7e29wP+b5anlBcdxMq7r6qi+u7ER0by+S2oC5ZR4wtXALxTd5afx1Y8s5lOOLnRc1BzhTEz3iHEfIHxh9xrgEp5foJcFHgXuHV3ZHsuGVgliOors8M9pSwdYs2qYO0MmzOXAMNQqLFeQMARKSrq9jo6FuZ7OeV5FaWdkf8fCsiVnPNGPEeePAssxlotFGD9quz/2nA3oGEOH67rVjuMcxqQWHvcB5VRBVf8Yi8X+Y8mSJe/u6Oj4GnD9Sbz8hcCGcea0y6TccyEwkcf4JuCP+Z+axXL6YK0XFstphIgEgY1FRUXzly1bVr158+Ybc7nc12Z7XvnCdd0ijDisGvG3+gEgrxgSnviXMhaeP0TXY3E9tDYlZwMFTfEXJxCu7xL5agUoL/wAdF23ERPycc6ozSngd8D9juNMSuBtaBVZV6e6oVVCIY/K84epfSzGYaC7IsOfVue4odAsBswCkSHIZNIx3fncBUcqyw+m+3ORzLJF23cUwX9ihEwFJlK7E8jVN+op005tBL8DRjfmAeek+3lnChGpra2tba6srCzYsmXLa1T1npN0XQXWqeqLkhr9fe9X1e9NMEY3kARuwwjrLsyCQLuQz2LxsRVli+U0wk8Pe2RoaOgDe/fu3el53rdne075xHGcftd1zwD2CxIEatW0efstwKaUdM/LcNX6lPzKryTv81P8qpviehBgbUrOIE5KMRHXfoX6bIxAXpZZuLMieKRqINBf1oapyD04VZvASFpfQKlZkiGhoCGPyvIczekAC7M58MALQngYcinwYtGhwIrGJ8syw/FgSXF3p0IV8HpM9bUFU4nddqp4k8fiOE6b67rLgdMqzU5VD4VCoVsqKir+KRQKfVVEzlXVGV0o6y/Am4ipHFMxWlSLyL2+dWNOx6VbLCcDW1G2WE4jRGRePB5/rqampviyyy77zooVK7ZgFn+FgTsxaW9vxqShgbEebAbeDcQxntpO4AGM7aAek1YXA36G8che6R8L8Hv//Bv8nzMYa8BjwFXAPEwFOAb8F9AAnO//HMB0itgDvAfT5cIDngKeBN6E6bObwlRef4GxLpwPBPoL+yNPnP/EM1c+eOUfBkq7/gqVyJHi/rLSqtZnDlV23Vn/yJXrokOF9NQcqBwuGBwoLm/7v2BH7StyXdWFgVwoExkqkKfOfiq7eO/iVaV9pWfiFw5ypZ27JR39fmCo6AJ/PhPeU6S0/TVeLhzM9pf3Ftbt3FR25uODrb95+yVAsLios7xi8ZZsydKtu9ueuvzCcHRwTUlR14qCYLa4rv7Z3J6u+YOZ/rKiiBfMdXfUSllpe6a4fmf6QMvKnshQYVtH5/wnK8rbNq5c/sS+3z/ypit6eisGVUMDp8DfaRkv/rf3F/71U5ya//bGu6c3ZzKZ8t27d3/8Jz/5SRHTRFUn7DThL7Zr5tgV5W7ge6r6yeOMUYap8G9U1QvG7Lsa2KCq5VOdv8VyumGFssVyGhGPx3+wevXq9zQ3N9/zkY985JfAD8brYXuqcvlDly/auWxn6m9u+5sAcNhxHM/vf/xKhVgGspenaHssTj/gNcV1t2/B6Lw0xRGgvOwbNx8GLgOuaatpa6joqkiFs2EP04LtbuCpqcYpb2iVKiCzrk57NrRKDCPKYsBW4LqCHGVZYaMqV5XlOKPO44oAnJEDyUAgA7lc17yuA13zy0vL2/Yeals8tGhVE3VGNO4EovWNemtLs7wG03Kue64v4huL67oLMAv6SoGeUyGyerK4rnv9Aw88cG57e/vnOjs7e9va2hpVZ84eM0rkHs968cnjda0YNcYXxwrqUftebS0Ylpc6gYkPsVgspwIicsH8+fP/vKurK9vV1fVhTLXt0tmeV75wXTfUUd1R1FbbVuI4ThtQC9AUVwV2CDRHYOdjcVYA3U1xk7TXFNdnLk0Rkd7SM8u+cfNq4HPAnwFV89rnDYSz4aeBLwNfcBxn04kIuHV12rGuznTQWFenQxg/cQNQAuwo9XgqrLwlKhSWK/cBAwq5IAQFRLxAdmfbkkj5gp25sopDhdFAtlC75hVjKqqXA7mWZmnAVFPbMGmKpwx+95Bu/3eb4fk3Gqc8rutWAQ3Lly//0r59+x5oaGgoiUQin5nJa07UzcLnuMeMGuNF7RVH7Tt/ilOzWE47rFC2WE4DREQKCwu/VV1dLfv27fu6qu4AHsZ0XjhdiL/9v9++69IU8bUpWYzppFAF0BTX/U1xfRY4DDyNqYYBZgFgyQ9uvKjojve8D3izV9BXlatoj2Mipj/rOM7XHcfZkc8K57o6bVlXp/8HdJXnOPNIgMUhaKvKsitoLB4xhYjf9UJlqCBYUdkaqSjo14howcIFO71cJprLGmFcjAl/qAL66xt1T32jnjJpdr4HPOo4TgrAcZwBoGRU95JTnRDw77fddlu2v7//w52dnbn58+e/V0RWz/B1d2EW3h1v/0QcwSTxHW+/xfKSxi7ms1hOD/5URC7ZvHnz4UwmcwuAn2jX7rrum4D/PZVfdfuiqshxnIN3p24+gAmrGHZd17uys3DecMGgNsW1HZgPBJviqn7QxauBKwL9ZSMVzJxX3PPEgZf9Zuu/rd69S9GjC8vWpuRMQP8QpwLYo+iLWsCt75Jzgb5bKyZOPdvQKnHg8vIcHWnhSEb4VRDOyyl/2wPlpSAKub5sSLyAF66vbukNw1AKskMl3cXEBgs6hwrmz4sNPgB01jfqtmnCrcIPAAAgAElEQVT+GkfuYRlQcGuFbs7HeJOgghcnCfb4219UzTyVcF33LEwM9yEAVX0mEoncVlhY+EHgqyJytc6cv3Ej44hc37/MJC0T9zGO2B61WHD62fAWyymOrShbLKc4IlJQWVn5lcLCQoaGhm5SfUGIRhpTlZzp6tZMczSVrymuXU1xHQL4zvu/UzLQX7aI58NA9p3169f1uq77DuCzmLCQCOZ1//3A3//jB/7lm/+2evcmjIf4KE9HCOwKcwR4Dvj/7J15fBx3ef/fz8zuand1ryXLsizLtuL4TpzYSayQi8S5OEoCGFp6QClNfi1HEbRJD9rxF1pogF8FtIVfoKVcLYe4C4GQBEhCIue2ndiJD8myZdmSLK3uvXe+vz++I1tRZFu2ZFsm83699JK0852Z72h3NM8883k+T9dx5tEOHJzinLPAc20hujuDXN4T4GIXFo3CniB0pCA9ANm+rsW5ocE5+ZQQzkDpKIwGIYKV17v2XnLFSCpajCk2o6NVrI5WmW4mtoOXt8Q+YyilCoDUxJs0x3EyQFApdd5eg7xjey0TXDyy2ezfj4yMxC+44ILrgTedwSl8G/P5nshGTu6fPMa9J9hGm69P9vHxA2Ufn/Me27bvXrx4cXUymXwe+Mr4ZV6A8kugQSk1K3WhDUmZ35CUquMt9zLDkz4C7p7XHRrIRYI7ssWuUqrqlk9ufnvttvV/A1wDBHKhdHakcORB4G8cx/m24zj9goSAAY1+afy2Rm1yPQEyGt070V95jKaYHmyK6ZM2+WjulCrgmk01uhcTlD4DvD2peWMAVmahwoKUnSiKjIyUFZRUdtrdFgV56AmAAHtKA7mvlhcNtB48sPwy4I0drVKA8XdefrL9n4immE43xfTwdLZxCgQxNwyvwMvCzjtL8zgTXAM8P7GFutY67rru5mg0SmVl5WdFJHyc9aeFV8QX9xwqxnOn9/UyRKRZRO6YsI0HgQdF5K5x48qAeybbho/PqxE/UPbxOY8RkYU1NTV39ff3MzQ09F6tdX7iGK/wbQdQefZnOGVOlCWNbHY222O/NCRlrqdRBqgtHC4s/L1v/t4fAwrjZmEBo/EF7Q8/cOdnHvj0X346tdnZnBy3vVXAsok70ejdGt0/8fWT0dwphV43vqNsqtHdHOv61wCUlWWZG9Fc7UJxCMIh0Ps7l+rS+Xu1ZblUuYykIZWAgSLoDcC6C2pf6tnfseLA/o7lezFBcgaT8Z71eHKZqJc9Ph59SqkTaWRnJV4mPITpmvgKXNf9QkdHx66ampqFtm03nql5aK1vBG4UkTu8r3swThiTSSYuxbR4n7iNTQAicq+I3IsJkjf52WQfH4NvD+fjcx4jIt9ctmzZ7+7fv/97yWTyrScaq5SKAaOO46TP0vSmjVKq4ivv/Ep/+6L2m4GHNXq0ISkVQPiWT26WbCD7xmAueDFGXpJMlPZnooPl/zty21e352r39WyJYG2JwIYkBcAFLRG9TZAAkD9e1niMxrgUA+mTZZCbO2U9MLCpRu89zvJrgdLiPGXhLH8WBolCRTpvV6VHSyOxkribB8uGVA4G0sa3tysMWQsqssnoQLK/+osL5rcmgF9gvH3t2no9eop/zrOKUmr+WPfEk4yrAOKO47hnYVozglKqGNAnsl4UkY319fUPdHV1jYyOjl6o9Ss17z4+PrMfv5jPx+c8RUSuDgQCv7t///5UKpX60BRWqcc0YfjJGZ7ajOBpQBP7Fu3LC/KzscD2lk9uLgJeP1w0vP5IxZHChUOFmZHq/ZIqSHU+/tqHX9oZzQ9ekubt87M83hLRTwE0IBamoQUanRvbhyBBTKZ2u+YV3dSWAKMYH+MT8cxYJz6A5k6pxNi6FWyq0Z2XpBjssrk2o6lMB3ghodmezdh3ZLoWyZwFra7WkIXkIGQsGAlDSQaGCoQvZTUX5yOJwmxPqGJf+wpZvOjFFMZ2Lgi8cNp/3DOMJ5eZUrtvb1wUOC/8vpVSC4GNjuN8+UTjtNYPisiPotHom2zb/gSmsYmPj895hi+98PE5DxERq6Sk5N/WrFlDKpW6R2t94ORr8SxQq5SqOdPzmy4NSal/9vZv1mGyq2i0VkotUUq9H/gb4KJgNpgPZoNHdOHIt9LX3n+fXvd49/L73vJ4zqK3PcgT3UFKGpISAWiJ6IxnHweAIMWClHi/LmIS6UdTTG9rik2eJR7PWJDc3CnFzZ1SCizEFHndbOZOaWWewjKXjoBmT02eFcPtqw+7mv4iTa4AsgEIhiGUsyjTkBAoigtrEKyUzcPFxfGCPfvWLhwcmjMPGKqt17M2SPaIeDZwJ8VxnCxgKaVmfeLGk1zcwtSL5f5yzpw52UWLFr1TRC47g1Pz8fE5Q/iBso/PeYiIvGvJkiUXdXR0dAHH7b41Hsdx8sDPgNedB24DQ3P2L8GzgKtXSn0QuBtYfbCuLbb7wp0STof/q7az9gP/9O6vP/+Fyvzor+akHkhf+Pyqa3uK+3tt9mege32SCgBBlgmyWJCx4rG5mOx6DtOYZdKCs1OkEqNHtoCHgeebO2Xh7iCJAwEOHwmSE03FQKKoIjNSVlkz70AW0DmwCkEXAMUuBUAkBHOjLtGU8LVDQbrKY90v2lbuhY5D9e8FZnXApZSaN+ZQcgqkMS2qZzsXAwOO40zlxhSt9d6urq7Pzpkzh+Li4s+LTNuxxMfH5ywz2y+WPj4+ExCRksrKyk+6rktvb++HtNaJqa7rOE478AjH7NRmJbd8cnOw7tkrXKVUI3DXYNWhyzUaoPvIkt0/a7nte19wHOexzc7mMOZYUh1BSo/U784U9s+5RAtzc4IOmIAYTAOSAF5B44Yk8Q1J+jRaa/Sek+mVx9MYF2mMy+LG+MuDnk01ug1TbLcBIyd4AahdnqWm2CVqaYpTFjV9o7Hawnn7ygOB7BzA1mAlzOREYCgJqVEIjVis0HDdyhQfSkH08nUP9HZ3LxrN5QKHOlolNq0/8BlCKRVl6pKLo3i6+eh50IRkGHOzOWWy2ezH9u3b11tfX78e0xHSx8fnPMIPlH18zj8+ks/n5+zdu3cL8K1TXdlxnF3AZUqpM2JbNV2UUmuBPwT+CljuWnkZmXMkMTqn9xvA5h9ds2Xnvki+TZALgDJMAJxNWsTdQL6tv3SwZOGheQPbwnpHU0w/A6DRPV5A/Ly3m1KgrCEptQ1JOdWbhgDG1iwI0BiXusa4rPCWdWOs7EoxWuIDKeFI3KIwBct0TlZWFPbHiqsOpNIm6MoKYIHtmoC5WEyw3WK7lKEJFQOFsKK4aCBeU936P7lc8GZgY0erzGuMy6LGuEzLLm6GsTnN7LyXha6e2enMHEqpBuCw4zinZK2ntR7q7e296/DhwwQCgXtE5HzInPv4+Hj4gbKPz3mEiCytqqr64NDQkE4kEu+bRtcvwfjAzhqUUhd4EosPc6xb2GHLtb9Us/PiOz71vn971HEcN6TpWpukCtPZrQLjArEbONAS0fsHw+l0WV6WN8al9nj7aono9paIbgPKMS2ip0xTTGebYrplnBtGH8c6z3UB399Uo3uAS4BbdxZQORqgNautHx545qb2Aq1fssBOCQHLvA+ugAyBbUGqBGQebM1bHOi16csZb+zdwP4bb31610OPvJ39HctzmJuEXqDnVOZ/pvDkPAHHcXInHXx84p47y6xCKTUXU/R5WjcBWuuvdnd3PzN37tyaQCDwNzM7Ox8fnzOJHyj7+JxHRKPRz9bW1gYty/qa1iZbepo8ASyeDUHJOA3yXwHrgARwGPgSoBzHeWq8ddilKfrCUKjRTwIHlqcJbUjSPyaf2FE2et/rnlvdQd56WQDckJRFDUkpbEjKvIakkS60RPT2lojunc78m2J6pCmm4wCbanQfUNncKYXA94EtQN+8DJWBzrr3REKJcL5wZC0QjWrCOQglINcp5AMgpVBmQ0EWlgdBqvKsysKVu4PseqaAcEerXNDds+ibDz38u7Evf2Pz7vH7ngXMdRznlH2ox+M4TgoIzUIJxjXAlpN4Qh8XrbULfCASiTB//vy/FJFFMzk5Hx+fM8esrzL28fExiMhNS5cuvbW7u3s0nU7/9XS25ThOSin1HLCU4zRNONMopZYAbwRWei8FMO2Af3D/hz8W13a+uyVyLGMuSBi4lggPAYcFmavRPVe4Mi8P4SuSUmGZDPMz3MiLBU9cu06uk3KN7m9IiuVCoQVDmKKxmoakXNgS0VsEuQ5Ia3QLU6QxLtXAkqaYfgzAazhyISazvAgY2lSjR4HtzZ0ioWT4NQO98y8pvfC5B4csWhe4HIzA6yyQMNghjQ5DTiAVgL4gRMTlcFJYZcGvcpCpytEHzH33H2wu+OFP7ozGB6ovArZO4y2YMZRSJcycvVs35mlB38kGng2UUqWY5iLbp7MdrfXj0Wi0edWqVZuOHDnyL8CbZ2SCPj4+ZxQ/o+zjcx4gIsFwOPzZoqIiDh069DGtddd0t+k4zpPAgbOdvVNKLfJs3u7mWJDcBXwd2Ow4ztPazofxbuQbklLdkJQqjU4BT4mmWlzW2JoaQS7aF+DGIzYNT4WpwnStuwS48KXlLyWufvTqioakLEgINz8ZYcGWCMVbIvQDzw5b7BVEQpo40HmKh9EF7Bz3uwWMFRZ2bKo5luXdVKP1vsQcmTd/74sl4ZHFSYuiUagahvAg5FMQCIKbgmyHkG+3WbnbYm0aYkHNti6bfUUukQV55mJcNYqz+dB/MzNOHTNF0Ymab5wKXtv11Gxoue6dGwXAt715TYtkMvnhI0eOpGKx2O0icu30Z+jj43Om8QNlH5/zg/9j2/by7du3t+bz+c/M4HaHgT9WStknHTlNlFK1Sqn3YnyQV3svdwP/CXwM2Oo4TrYhKWEgD4zJLQTTkAKNji/KsrQ2x+XzsqwCsrEcL+Q1ycosb9kSoQh4EWjtmte184Zf3jBywW+u62wLcmRtktZ1SRYDsiVCeEcBiwpcVlyaoi7iEhRkLlOkKaZ1U+xYu+tNNToLvITRPL/MGk0pFStORFLlse5HbM1oRGO7MDcHbkbIa0jbYIVBAppDOs9Py1weSUB/Ao6khNUBqEkIUeBJ4IkPfehzfcBepdRqzjFT7cB3imSZHc4s64GVnrXitNFad3R0dPzz0NAQwGdE5Iyfdz4+PtPDD5R9fGY5IlJRVVX1j5WVleTz+Q9prWesBbWXBRzGZGHPCEqpGqXU/wE+gimIAlOA9mVMBvlJYI7jOAPesjXAgnGbCDHODaEqz6/6bL7eH+DXG5IcKIKlCIGgpsgbYuE1EHEc5/CCHKuXZiiqzjN8dZL9H4wzvCHB24IuQ2mLF4FfJC3SmG56p4zXZASMx241oJs7pb65U2qaO2VjoLD/9QSzb03DLVmLiqwmnIaiMCSCGkIQssEehWDSYkEVvEbD5TbcnIW3orkhlifYHmDNfpsuwOpolbrbXv/5C4GrlFLlpzPvmUApVcRp2MGdDE8LfE7t4pRShcCVwHRqAV6B67qfymazHWvWrFkrIu+eyW37+PjMPL5G2cdnlhMKhf5x0aJFJTt27PgV8L9nYBe/AN6plNrpOM6UPZlPhlKqCqNBXs+xzne9wE8xhVGuN64Y41xBQ1JqMEH002P65JaIbm9ISgeYxiFE6FuQpTsLr98dJB23iQc0qYvTfO4gurMBuQSjl90DkKs+MHDDzgtHPrVuVzdAY1wCl6R5ekOKPU0xrYmQBg6On3tjXGIYrbELbGuKTe4u0twpAmxo7pQnMc1LxvyaC4BrRw/Xrius2VdQWHmgJyOsx2V/wGJO0Pg7B0MQdCEXBGsQssUuSRfS/UJrlebFKmjpdVmSh9KKPAfnulwLtAGRWHlP4ZJF2+Jt7RdfDfx4Ou/VNAhyBgJlAMdxupVS84GZzlZPlZsxn9NTsoM7GVrrhIj8JfDtuXPn/rOINGutB066oo+PzznBzyj7+MxiRGRNXV3dnx4+fDg/MjLy/mnYwR0Xx3EGMU0UKmZie0qpCqXUHwMK00VOMAHkN4B/cBzn8fEuFkCx4zhD3s/ZLpuCLZGXP3ZvieixR99JID0/R1WxS4lAH8K2nMUzT0f0SwBPhjm8JXJs3aIf/dFhSUUCjXFZCvCZGJVfKGfn8YJfjzQm05440bhNNVo/EWbLU2HqMb7JCW/dNmD40MO379C5wGdTQb0jL5ASSnIQzJgAUzKgU2CPgCQsdAhcCypdzYUpobRfyIxCZ7/FkvYA9SNGqtKBaRrz6JWX3/ckUHUu3EuUUgVAesJ7OdMMKKXKzuD2J8Vrp30I0/b9TNC8b9++loULF8aCwaBzhvbh4+MzA8gZuO76+PjMAGJ4sLa29vqurq4vpNPpPz+T+1NKVQMZx3FOy23AkwC8HngNx27CB4H7gN9M5q87mb5VkDXAsEa3NyQlCkTHLNwEqQDmafQLk82hISmBHpv6thBDGn3YayZy8ZW/vq5PX/REsiWWTHUEuLUzyC80+sjpHOdEGuMSEs2ChhRBYPemGvNP9b+euCDq5u3XldTtLhNNe3mO944KC8IuXeUuDVEodCGQhmwR6Dj0Ceg8RBMwGhIG6jX/2GGRL3e5vTPI+zYu1EMT96+UCmKkK9Mu8JwqniQidrqflVPc13xMo4+zcrHyjm0ZsHeantAnREQunTt37tOJRCI/MjKyWmu960zty8fH5/TxM8o+PrOXNxUXF1/f2dkZz2QyHzkL+5sLvPZUV1JKlSil3gb8I3A15v/KMNAM/J3jOL8+TpBchLFrexka/bwXJFcCV/XYXCrIIm/xSFmOOtGyEaAhKXMaklLs/bwUuGhunugH41Q0xmUupstd/+PX/bqt9D/u1sDI1QkOfTDOlLsSNsaldiwbPRlNMZ35lzm6bVON3gVc2twpt35t2/xL+7Zf2VhcuycK9Be5RFNgWZpsgSYyJOg4jAq4QbACQCGUDkNZwuY5bL6mhfYhWORCyQthPjU+SO5olYqOVnPcjuNkgTqvo+HZopCz5Lrh3UhVnY19eawA1mIKSs8YWutne3p6/lNrHYhEIjNZoOvj4zOD+IGyj88sRETCsVjss4sXL8Z13X/Q+qw0ldgOFCql6qcyWClVqJR6M/BPwA0YbW4C+CEmQH7QC+KOR9AbfzwGBywOtIXQeDpYjU7ZmiUBzXxvTCVwYUNSLsJohNdjZA9xYKglonVLRO9piWg99HtfWHjNlsvrhi2Se4KUTrbD4zCEkY4ARwPn41mXzQXinb++7aL0UOxxsfSjQFtCWGwJ8dI8blizukATDApFeUFCoEfB7ofRYcHSmvVoakcslgwItZWaA0Dmsf2ypKNVXtPRKtUYmcx4ScIu4BqlVGSSOZ0JSsbJZc4Gg0qp6JneiWdJdzXw8FnKYH+kvLx8pLa29hYRufUs7M9nFiAibxWRe0TkXu/7xnM9J5/j4xfz/RYjIm/FaETLgAHgAa31g+d2Vj5TwbbtxkWLFi3ct2/fLq31vWdjn47jaKXUL4A3AK3HG6eUCgPXY4qdxjKzaeAh4IGpFAR620hNpm9tSEo1MNIS0cOCHMJ04euvy8raqEukrwAX6BakgAjJDUkSmM5pv8IEy9GmmH6FL7Jb0d1RcP9bgn0bnkwxrkDMK9yzmmIv79DnuVmsuhJaxuQUHuVACjjijasAljweoXOVRevhr9w97GYilyy8+RtbMYH8vIDL2rBLTV5YntAUCmQL9TGbDRdcLQxXaexhyKVs1hVqeso0gai5oUh329gLc6Q41nb7aOtqx3EGlFJPAxs5MwWfRzlDdnAnIwucjZuAlUC34ziHTzpyBtBad9u2rdauXfupsrKyfxWRFVrr2eSP7TODiMgdmO6jzcAnMFaZnwA2ikgz8G2t9XfP4RR9JsHPKP8WIiJ3iMi9mOD4E+O+l4lIsxdA+8xSRKS6oqLiI+l0mv7+/vdprc+YTnIiXoDwk8maPSilgkqpjRiJxZswQXIWeACTQf7RFINkAaKO4yQbkhJsSMoF45fXZFmxNM2l3q9FwEhDUpYENGvzsCDowook61eneCNw7YEAVwL5nSFKtkT4ZktEHwYQpFKQDWPbbYrpQx99/7/vr3l+bQUvt4IrhJdnmJs7ZS1QAhyYECTTFNPbm2Iv0ze7GIlHaVooLl/+9GVFC196sqh27wLM/9jWvNAV1NhhDS4MFYPWppAvOwTaNbKMWgtcsWgrylOehIIRqMtDweIMl1bnaKut18/U1uudGCnCRR2tUjNuHk8DI2fSE9uTy8xUB74p40l3gkqpM33N6sG4spw1XNf9XHt7+77FixfXA+89m/v2mRlE5C4Reca7vjaLyJJJxtwDtGmt79RaPzjmdKK1HtBaf1drvQmIichdZ3v+PifGD5TPI/yT8VXDxxOJRHT37t3/ey6eAHjB8hu9oAillKWUuhrTFGQTJpvpYpwXPuI4zndP0UIrcnD1c4GGpGzENBIpGr9w0OZwVwC5MiErNiQ5DLRtCfP73TYHuwP0leRZW6B5VmsG52ZJWPAc0DxiYQORhqQsaUjKxTeMsLIhwVGP4ca4XP6+uNSs+dltj93yyc1Hbz6aYrqjKaYnZtA7ga5NNfpgY1xO5uUbBoabYnpn4id/eNiOjD638KZvpTHtwUPAypxFr9aM5sxgnRcYFqwUaAvcAGRCkO21aE1CPG2RyAu9owFS7Ra3p+ENkTzv6GiVq719PoXpDNjd0SpjntEZoIUZci85DtGzLLk4iuM4cYy05YyglHoDkD2JXGjG0Vpn4vH4B9ra2rAsa7OIVJ7N/ftMD++ae6fWeh2m2+gS4N4JY+5iCk90tdZfBAb8ZNbswg+UzxP8k/HVgYhctnjx4nfl8/lMNpv90Dmcyn7gZqXUeozN2x9gHvlrYAvw947j/Pe4JiGnQtmX3vLDHmBrS0QPtkT01vELRyyCwzbWvBzrL0mx5INxohdkeD4H16K5rMBlYFeYwFCAdFGeSEWOKy9LUvaBfqo0Og4cTAoHem2iS9Psb0iKNCTFuq+QzBfKqcXIRI6bdW2MS/XjEdNtrzEuAeDWxrgc97H/php9aFONbv3M/9xekOisf0OoJH4xRiawyPvb1eJy84DNVYNQoIXynEaLJidgZ02zkXwWAkGXurxweVYYKYBtYZcHS1yGRi1eyAk1RywqPe/mQqAWiAHXdbTKoo5WKXUcJwXcopR6xU30dFFKlWC03+eSYaXUqejLp4RSqhbT5OZcHd9PBwcH71+6dGlpKBT6p3M0B59TREQuBe7i2LX4Hjj6NGxsTBkwZ6pJD+/6fONMztNneviB8nmAfzK+OhARKSkp+XxFRQWZTOazWuu952IenjQiiwmO/4JjWbytwEcdx/kvx3F6j7f+SbZ9VN86Zvk2noakFLRE9PaWiP5lXY4fFmj2HbGJRPO8pzbLUF5IHCqApEVnDgKDNj0pi/4nI/RhpAcAsi3Mqm0Rir5WThLjYrA6lmfb0gx7PF10bjJ5SWNcFnrHGwBoiukc8FhTTCdPdFzNnVIQKu19n9iZeEndbhe4HPgl8B9AojjPtpI8A0FIZjXDaUEGLcQVggUgKSGcFtwIvFSaoyCQJ1PqctGAxcVDQp1AMKp5ol9Iz81xPUZOtQujk34Wo2MeC/4fBG7yvIBnBE/OIWfSLm0qOI4zirlJmDE8OceNwM9nqlX1qeL5ozcmk8n8okWL/kRELj4X8/A5Ze70vo/5bd/tfW0aN+YOJiS1psADfiJr9uAHyucH/sn46uAddXV169vb24/kcrmPnYsJKKUuAP4S+HNMwVoB8BLwCcdxvjCdIi7PteBlGuaGpCxqSMpFDUmpbkhKEXBjQ1IsgKaYHm6Kabc1RFaElgrNV1zhWeDIggwdh4Ps7wtivRTiSK/NjVsipAUpGhI2VeUYBh7GFPftBl7akKLu1lGWAWx2NgOUTtIi2QIONsX00WKuppgeBNOFr7lT1jR3Stj73W7ulMrmTina+R+b7d6tV1N369f3YBw6dmGkEdsBayTA/LTFb1JC/wjYCU22UBMs1ZAX0gj5Qs1QHtbnoCAPJV1BMqM2+weCfHcgwFOdQQILXF6qybEfExgvBqit14O19XpPbb1xRnEcpxMTQM+kXVyIM2yXNlUcxznkeSvPFOVAq+M47TO4zVNGa/1iV1fXF4qLi63i4uJ/Ezmp5Mfn3PM27/vTAFrrNq31Jyd0WqzXWred4nYfxBTi+8wCfNeL84NXnIzAJyeMOd2T8W8Av8r2HCMiheFw+JPJZJLe3t67tdYz2jb3ZCilFmAK9C4a9/J2THvrPTOkSy12HKcbwAuKM5jgKwfkWyJ6pCEp97dE9FEnjMa4FIcKsPeE6JqXZ+6yNPM7AiRdzV+UZQm5Qlddjq8VauYeDGAD1+0NsSVjMaAxGevGpJQfDrDoc+UQ1mQ/g5QBVx6ed/g31V3VxYzzcm6K6faJk26MS6wpdtSeL8exQsDFwG1AF/BznSv4SnReRxyoB/4Eo79+GGjWFvWDQZYE8syx8oQQsDQpDZKFpKUp6bWIlLhoC1KlkOqFBQjfjOV53QBkB2yGl2f5L2AhRh++DFjW0Sp7a+t1rqNVgkC4tl4PY5q8zKSet/wcOF2ciAGlVJHjONMqLPSeKgjw6MxMa3pkMpl/OHjw4B9EIpGrhoeH3wx871zPyWdyvKe4ZZiaoBNJ0GKedHIyNp5g2VnvSOkzOX6gPMvxT8ZXB7Zt/zUwf9++fc9qrb96tvarlKoAfgcjFRjLYB0GfoSRWpQD71BKfdkrFjvd/ZQC47u4LQFSLRG9e/y4lsgxa6yGpNTU2lyxLMNLjxTyX31BFhXnCNhCe78wXJPn8pyQK9QsAQ53BPWoIPelLe02JGVhA7KgJaIPAtkCl1FXiCWEIUwzlH333nlvaLPaHGKSpidjeBrl9Y1xebSpRieBF8ctHtpv8ZgcWHJhZO6ByxprvKkAACAASURBVO76s//8GTg0d0or8Aym6PEq4CZgOJbnqazL6mGLqsI8PYVQm4NQRBNNWwSCGkqhb1Aozghl0SzpsLAsbjGQtfiyN88AMFJbrzMdrfIisBpzw9GGCaCLga2O4ySVUv1KqRscx3noNN6yo5wjO7iTkcK4kkyXy4Aix3Hun4FtTRutdb+I/G0kEvl8IBD4tIj8VGudOtfz8pmU9d73k7U5j2ut755sgYjcc6Jl05mcz8zhB8qzH/9k/C1HRBbNnz//rwoLC9mzZ8/7tdav8BaeaZRSxZh209dwTNvaD/wY2DLO3ziulDqE+Rw+fpr7suCoxRcALRG9/UTrCFK9Vsg+EmVNsUtqQxL2BSnvtlmC0Axk9gZo1uhRgMa4zG9MylId03u8TRzVFDfF9EhDUnR5jvL+gHnMDowC6Z/ftXlo/4+fXP3l3/npK1pie24XVU0x/YtJlhWtFS6WXKgj8dTGmuqLHws2d8ocoHpTjX4B+G5zp2wA3o7J/B4cFQ6kLSIIhQGXmjSERsCNaoJBF0IgaUhGNMERYSAKi7JwXdaiBBOg/4xxzU9q63V3R6sE8PyFa+tf4dyRAOqVUi+ebqA7mVxmNuA4jquUyiqlQqd7A+e1XF8HfHFmZzdtvmTb9vtWrFixctu2bR/GNPTxmX2M1fg8cJJxAyJSdpJE18vwGpA8ddoz85lRfI3y7OeUTsZT2bB/Ms4OwuHwv9TW1hYcPHjwO1rr0wpGp4pSKqyUeiPm4vtaTJA8ijHA/3vHcR6fpAnIg8B6z/XgdDhlfWtFjotfChHsDvLs/iDp9gDXl+VZeGGa5GUJlhTnqXjnAHXjrNsSgDTGTVvnlog+ojWXrEvIHwLsDjIXYR+wF8ho9AGNHgbmHlq9reg4x1YCLDqOPdzcvSH6Qk9dc5mdKegsXbLjeW8Ow3DUh7kU8z/2BeBw2uYm20YHcrjaIpLXEAUrAnYEslkYHBR0PEBKC4cC0OoKv0D4GKYwcD5QzcslFQmOkxH3bkweBq6bRIs9VUpP09nkjOMV9pVM49huAh7xnEJmDVrr3MjIyPvT6TRVVVV/J/Iyr2yfc4jXo6BfRPoxBfYA94y9dhzb1Xs5Jp+cKjdi/u/6zAL8QHkW4p+Mrx5E5NrFixfffvDgwVQymfzwmdqPUiqglHotplnIGzBFemlMc4W/PVG7aa+JyP9w+p3Ryk9VS3pBlu61abIVOfpCkE8KL+0L0vO6BF8JaQoW5Cg/ZPO2hyLc1BiXDZhgUYA5AIJc+0KI9Z1B0zkwHmBvQhhYkWbZhiQFY/tpieiDDV//0yd0IBNqjMui8XNoiunBpph+rCmmX9HKuCmm2y5KszXVUxPIDs+5b1ONfmKTkWb0eUHylcAVGLlJBVAYcolGcnSGNBmdx00ILhpXC24COlNCPqypkRyDEc38IxahLCwuyfG7xTlurcpx6XMharaEGa9fH+ZYd8RX4DjOLm/MKUusPFlO16mud5ZJcxouGN5Tjm0YHf6sQ2v9y3379v24trY2Eg6HP3Wu5+Nj0Fp/UWtdrrUuxzjPMPa79zWxdmispmjdZH0PJsNLYPWdSgba58wi+pXXAJ9ZhBcsl2mtT5o18brx3TOxqG8y6YV3Ml462Yntc3YQEVtEnq6srFzb19encrnc5pneh5dtuwxTqDfWiMLFZBrvO5UiPaXUWqDPcZyOU1inGuhyHGfSfzQNSVkJDLdE9KTbbEjKcqBwQKhqD1JiC09W5Vgb1OwRzYZClzVZix3bw3xJo92GpFQB654Kk8wLOY0+WqQlSHV1lou6AuzQQqlG7xhbdtcTq8vzZb1r3cruX08WGE+kuVPmZkaK60Y763X5sq2DGDu9YozMog6ThFiGKcZKYTygb7TyMDfHJQEIpiFng1UAaEhmQEcg68Jzwxbl/Tb3l0B72KUkblO6IEuZCPe3hXhoU43OdLTKAsx7uQborK3Xr5CPeO9BAJMdH5yq/Zm3TuQUG8mcE05VQ+1Z3W3EtFs/4zKn00VElhQXF7/oum5odHS0QWu95VzPycfgPb3tx9QO1U9xnVdcnydemz0r2Du11ndOtg2fc4OfUZ7FjC/km8p47+S6+2R3rt7JuMkPks8tIvLuhQsXrj1y5MiBfD4/4++FUmol8HcYB4axIPkp4B8cx/nWaThZ9AM3TrWNsFIqAqSOFyR79HDiJg97u2yKhy3mL8lSUp3mA0fg9UnhwrkuD8zJ87POAI+8a4C3XJ6QdyfheqB8QZa21SkKG5JSCNCQlLINSRbX5djzlmGubUjwsgDpk1e80F/yrT97ToZLyhrjMhdMIV9jXCa9CLZ+/878/p/88Q1FNfv2Yorpyr1jaQfmYSzpXsDIW64CqhCedm36s5DVoHOAQG7UNByxXBjKCv0jFrtHLQ6UujBo43YH2ZO1KBm22Zq0aOVYJ8MyjAvHw96+J8WTYKzDFGxOlaC37VnPadjFXQEEZnOQDCYTOTw8/H+j0SjFxcX/LiL+9Xr2MNXaoaOMuz7fNVEmKSJLvHqht/tB8uzDL+ab3ZzWySgi94pIK/DF8Y9vvAD6zrFxMzpTn1NCRMqqq6v/ORqNorX+K631jBVMKaUWAm/GNNoYYyfwA8dxDpzudh3H2a+UimP8eafymTyupVhDUjYAbS0RfTTAq87KHSMWR0ZsntLog97L4co8Cw/bDCSgthCGYprOeS77M0JtJsD9vQHt3mLLqnCetbbN81vD/CJlcfv6JM0cK0QbBPbvDBEtzrPrihS7iL5iWjm7d968XPEQmMAzApR6GuXFSzIMzMtTvKlG70/HqzcCv3jHsoEBYKAxLikgd2WSZzCBcgmmhfV6YAQYRTMXlwV9NpHiPFIBdlYIonETkE0LLUnhkoxwg9Ys0C6rcBnEYsDOQwKGEgGGgD1AfEIG+WQ628eA9yildkzxBqnYcZzjBt+zkOGp2MV5xYkXAd86O9OaNp8A/qSuru7SHTt2/D7w9XM9IR/gWMOvU6rx8a7PS4C/8YLlmIg0e9v5hC+3mJ34gfLsxj8Zf0sJBoNOdXV1bM+ePS2YQrpp42lKb+PlRvUHgO87jvPi5GudMo8A13GSQNmby+ETDGnDNMWgISmrgJwV4DfledyVGZY3IIWDwlU9NokKl50lmucW5rg0C+XZHFcE4bLRAHuSQmDDqCwZsamfn2f3uhT3bYlyKOzy+O4Qbx6yOBDU8kQ2orsaktJdnuc9D0apfKCIUuLyHBBpiulOAMdxRpQiMRbcN8X08NhxNsYl6pqCxEKlVB0mEN7qtZOGCEXAgscjPHJlkieBT2Myv63ASmAYzRCaMgRxQSeBBLgIktVEsxavDQjxNGQQRnIQtF2K8pqdWtieF57HtK1e0NEqFpCorT/q8kFHq5lLbf0rpSOO4ySUUo8BN3OSz9uYXOZEY2YbjuMMK6UqMTclJ6IG2DVbCxQnorUetizrr6qqqr5aWVn5aRH5gdZ6Wt7RPjPC2P/YKSexxvCkF5O6UPnMTvxHObObaZ2MWuu7tdZ3aq03eV8TOwb5nANEZFlRUdH7hoeH9fDw8Hv1NAsFlFKFSqm3AR/l2GemF9M++eMzGCTjOE4ceEQpFTzBfAJA5kSSi5aI7mmJHD3ufmDxwhyhmjzDFhwEOos0K8vzXJsSbt1vc9euIJuyMK8nwGt7ArwG2LmzgIvn5LmpLkfRvgJavKC3GFhUkOHQDSOU/3k/61an5IYtEQKlLrtjLlGg/YhNBI4V9nnH94rH+I1xCQI7/mKe3r+pRu/EJBh+6D26XwWsCGiCmCDW3lSjezBFsvswmdy9QAKLcgIcDubIRjARnQYd1LghcF1NIK0pKoBgAAYQXrThsYCmz7VoT1tEgecxNn1twP4Jf9ZLgQuO9zfH+GLv9TS6kzJFucxsZcCzPZwUTzI05DjOr87inKaN1vobBw8efLaysnIupkGUz7lnLIn19Dmdhc9ZwQ+UZzf+yfjbyf/NZrOBPXv2/KfW+rnT3YhSKqiUugVj9XYDxuptBPg24DiO89QZCnj6gHcppWLHWR7EFLedkIakSENSIhjZQDvw0pYI8S0RdgFLbTjo2mzPC1Z1ltKkzZOLsmTWJvlav81T7QEWzs9y5aEg/e1BumyXssa4hDV6qCJHbrFmgwWXWXCkNUT/JUkKo5pHXeFzwOL/LuXyz8SMbV1jXMY7eowopYrG/X4JptvemO477jjOEW/ZbsBel6Lk0iS9VyZZ0dwpdRh5xBFMd74CjFVcAdCTtbDSYFkgUY2Ug6Vh1BWGCjUDkRwFZTmejcKThZq6Ik0U43ldhrGIW1Bbr4dr6/VE/+AXMcH5pHiFfFsxVn/H+99f7jhO//G2MZvxXFusExzb7zHhxuh8QGvtDgwMvLe9vR0R+fBU3RN8zihLgAE/8fTqwA+UZzf+yfhbhojcumLFitcHAoFh4COnsw2llKWUagA+BtyO0dJmMW2L/85xnF+Ob+4x03jB9xPArccZUuQ4TvI4y8azAFjfEtFx4BCwOOxyleWycEGGypBLK5qBQpdVhwP091v8OKZ5AptoSFM4ZHF5Qth/0KbSEr50XZKDGP003UGez8O/Veb5xkMRLro8yYIVGW5viehsv00fRhaSxGSBAa5qjEuFd3xDmKz0GFuBVi/bes34A9hUozPADhueD5v3ocpb9AHgdZgM8Ave6wGgngBu0saNgiQx3m0RKCwAOw+9AXghL5QDbxq0CLnwJEYzvQaje65o7pSFE/+YtfU6UVuvT/i+e+/d/LG/03iUUvM4sVzmfCDPJHZ5SqkLMEHylB1bZhNa6y2jo6PfuPjiiwui0WjTuZ7PqxmvGB78BNarBj9QnqX4J+NvHyISLCsr+9doNMrQ0NBHtdbdp7oNpdQqjJPFuzBOCxrzeP8jjuP86Cw2T3gBiCilXpbd8oKt3qlswLOEa/F+zQOZ1WkSl6cpG7Spi2p2d4R4EeGryQD3Fbis/0yMwH1F/HTAYv+6BFeuSHH5RRlKGhJcEdH0450vWYG8sPw3UcozwsaURe39Uf5XkDVAgWcN9wQmCAV4lHFZ8GXv/Hjp5//32gsa47IQqGyKaZ2bc/gmYM8kGdeY56H8GLADo03+DUYLfBvwhxhtbA8my5zIQW7MU67bgm7BLXCZY8GS3hBD/RajOQhYUDQcoBRTX1AAfB94sSTH7T85IBum8neehEeAy5VSR7OrSqkQkDhPJRdH8Yr5Sse/5kmBbsLYIZ7Px/fXR44cSdXV1f2OiLz2XE/mVcwpF9n7nN/4gfLsxT8Zf8uwLOt99fX19W1tbftc1/3cqayrlFqglPogJlO5wHv5BeCjjuN87WwXJ3n63B9juu6NzTHMSbTJE2mJmAxoS0SPtkR0a8Dob5cP23S0Bclozdt7LdZXZ7k56nL7ojSvWZDlgqU59hRqDiNsy0NfR5AFPyjiwqaYzglSUpXl9qxQPmBTHNF8ozbL50s0kfIcF2N8jsFIm17j/TwfWDw2LzuYSYAkrP45WSBz968vL3MLh6/N1O98bGxMY1zmfahPlgKvbe6U1UBwU40+jOmetwMjl7gFYx+X9La/EIsihKAIbgjSpS6DwQB9KU1+1MIKwEhJnkWWJmvDQW2SzmuABwOaORtSzC3WpHIWurlTxjubTAnHcfowmdXxeuYQJ3fOOC9wHOfwBJ15GfBrx3HOqwLFiWitO7u7uz8ejUYpKyv7NxHxi/HPDeu8735X21cJ/ok2e/FPxt8iRKQyEok4nZ2d9Pf3v1/rV+hLJ0UpVY5pFrIB03kOTBHX97yua+cMx3F6lFIJpdSFjuPsBmKn0vihISkLMf+D+gC3JaLHmlt0l+YIFcH7e2HjqMW2IpfwHM2I7fKBIZtsVvhyd5i79weprc3wuuoca1amqGockVZijAShfU+IotI8T1Xn2PhEmCsW5GmtyvMwWcINSA0RnsV7TN8UM00AGuNSA0SbavQe9R8qUvLsa8VxnIR6WJVjZC3jg8kCTMMPF6MNzzR3SjVg5eAdWQhETKFiHnNz0+4dbxAbrV2sEY0VFApLc0h/iOGAy/O4lOZsugs0JcMgFgwW5ijLWhSKsTZrrc3zg84go7VZVna0ikzmdHESfoaxsRsrcgucavfEWc6oUqoQc87EMPrt855cLvfpvXv3/mkgEFgJvAf4f+d6Tq9CppzE8lyn9gGLJ1i1Xgo85HX485nl+Bnl2cuUTsZx7a71cb5mxHrMZ3qEQqF/KigoKO3u7r4foyU+IUqpsFLqNowOuQFzwe/DOFl84lwHyeOwgOuVUos5dUuxEUzr6XlApdcc5HIgOWKxVAtxhK4gVNqaw2kID9gMBzVtAc1lWVgZcZlX7XI4LZRX5il9PsRtQLojqL9zdZK9KzMMaaG9xMUCop7cYxAY1eh+jZ6oyR0FBhvjUjrw/s2Vo7d855rNH/37JcCGSXTXhZgguALzuH8hpsHIQYER27wex+iTU97yISCAJpAVJAg6CHoUCvMuBSU5iotcrknY1Gg4UuJyqMDlurzm2hRsTFo8XVuvH6mt1z0bUiRr8oRhEkfok+A9EXCVUm/15n+qzWdmNY7jDGIs/K4GKs5zycVRtNbJwcHBDw0NDVFaWvpPIuIHWmefS+GozdvJ2IjprDvxid/bmWIjMZ9zj59Rnr2c9GQUkTswmedNmAvynRhd5PhOZ/7JeI4RkYuXLFnyJ5Zl5QcGBhpPZAfnWXddDbyBYwVlCUxw/aszWaR3OjiOM6SUagVWO45zXMeFiXjZ5MMtEZ1tSEoNJvMqwIXAwbyFjEK4Is9X0xa/ExSqh4Wfl7sENTR0BmiPuZS9JsHyiIZily/2Btj2UBGLgOxVCZk/L8d7SvL09gZ5NGHx9M4Q88FY0wEIUgsUavRLY/NqipkLWmNcFgEFudq2IUS/A81/TjyGppje2dwpF2EkDMOYwr19wHIbem2jU74AE7DtAB4C/gjIIgTFRUcglIJcRnDtHFEbllgakTxFSZsjArvzQlQsViAc3JCitaNVqreEqSFM26aaYy26T4MeoBKYf541FzkVlgP/eq4nMcN8r6Cg4LFly5a9ZuvWrR8F3n+uJ/RqYZzjyINTXOVGJk92bcSvPzpvkGlauPqcAbyTsRV4UGt943HGlAF3jG9DLSLNWutNZ2maPlNARKSoqOiRlStXXtXT0/P1d73rXXdiHveP2ZENYPShUUxjihswGcggJlv5EPALjPUbmCysiwm+wATRGYwOE4wWNoUp9MP7OYnJeFpA2lunxNtmBpNFLcbcOOcwQV+hN688Jts4ZnPmYjKyEY65C7iYAPB73r7GHxPe+hbHWi8PP/bO/3dF2aEF2VUPvGHPtjd8r7hq94qe0Vjv4p4Ldt2SKh6qK8nYP472VkXaK3vffiiaKk4FcvuLB0tzFVZ2RaGVP5gIZQ4MJkuCdfnsWsvO2qlQ7qmlLa/96taLtr8lQr4/Hcxur00Fri7J2FZ2tOzxvSHZVVA4cH1V58K2pY9e35oIp4a+s+k7t9Ttr+vc+MuNB4DBxHU/qQ/tWpOwe+anht/x+QutoXI3uO2KK6zRaDR4pPbfvb9NFGD01m9Hl4b7L7QTxaU6F0yE5xwu066VTPbU9ofKei8JFg4WZWEIbd0ZRJdLIHtYLLfNzYRXIW6FFcgGxM0VWOkIQZd82MoNEchiZSLpuGUNhq1sYS6Y22Unig4kUsXP5YK5YSuY2VXcMy8SydkFnUUJu+/5Kx8tu3Dryq4tNx9yM5Hcid6nF27+8fJEWXz/5d9+V3zCZ+8yjKznv73fX/Y+ed/Hbthm42evn+OfT7dg/o9uH7f8fD8mgKFvfvOb66LR6C97e3t1R0fHGq31b4W0ZLbjJafuBe4ef+09wfhW4Lta67snvK6BTVrr756ZmfrMJH6gPAuZyskoIq94nCMiDxwvsPY5N4jIW5YtW/bd4eHhgdWrV6+78sor9018DOx1ensrJps6xjOYjnpTcpA4V3gZ8CJMgFA41fk2JOVyINUS0dsnvF4I/MGSDNsERncU8JY2m3WWJlKdJ5EVauZlecaCnicLWRXOUVjh8htgT1Tz/KBNsQXFIY1d7vLzgMsftQaJD9sU3DhK/HCQEWB7S0SnBLkSGNKYVtCNcVmFybIOYbyTByMPvOmSzPJtu4t/+K5D4/XXjXFZsTRNaYWLm4CNEShMQ2kOvhcQbkNzKABv1rAwZIKuUUwb8XkYvXKAHMazBHJFLgkgkbPpT9n0BV0iWaG7ME8uYPG9mxbqbzZ3yg1zclwWhBe7ArRhstTrgB2bak7cAr0hKXOBoZaIPqqx9hxKerxjPTDOG/q8RyklmALNOMAU7QrPG5RScz7+8Y//89q1a9+zdevWBzKZzM3TbVzkc3JE5F7gDqD8ZLatXjKrH7hRa/3guNc3Ag9MZRs+swNfozw7GSvk++LxBkwSJG/El1nMKkQkDHy6q6uLrq6uv73//vvbOOazi1KqXCn1buBvORYktwL3OI7zxdkeJHvEgGEvELlIKbV04oCGpKxuSMrE15NAX0NSrmtIym0Al6bkz9qC3JmH3/x3qd6yLcSaBKwscQlU5ViQEY7koSNtUdAZZP7cDC9U53muWPNcIRC3ePOqDBuuH6G4OMcV87P8zhGb4qo8VyeE4A9K6GuJ6Ce3RKgRJAw8B3SOTagppnc0xfSRpphON8X0lvDDt0TTlz26N1/b3rPyPZv1577z+hWNcdMm+sokI5UuLwJu3GZPQvjasMW2nFCU18zrt1gSgIGQKcYdwmQOl2Iyi1lAsBFAcLFGLILJABVpi0GEXNamv9jlp0WaF4IuwfsPyPvQlA3bFMRtCoFrgXdtqtFPnSxIbu4U8TohpgAa43LBh9tilwJpT6v8HBD0XEvOezyru98HurzPZclJVjmv8Gz9dCaT+dutW7cOBgKBGzGe3T4zjIjc4wXHY2zEPOmdSoC7EWB8kOxxI9DmB8nnD36gPAuY5sk4xiZMFtJnlmDb9odXrly5aHh4+HnXdb/kvZz0AuQ3YQr1rvBe78U8RfiU4zjnxQ2PF5BoL9gCk+G8aZL21vsxbamP0hLRz2OKyBZhdLIUmOYij9iwryEpbyuExTnNCwmLjrCwP6mZF8lTnITKsAslmrIC+EF7kJEElAmU5TWDT4apGBYWlOfpvz7Bs2nhQJHLqnCeBYLYq1IsX5GmTKOTGt0P0BiXpY1xORooKqXmhbdvuJS8vR/zyPvC2KonLgwMlm5ojMsFmMfiQYF9tXm+X6TZO9flkUKNK1AWhVVp45dchNEtJzCP2gXz+D6LoAFdrLHCmkAkx+FInjpcLkQTGbZY32uTGbax8nAxMJoRjmSEfZjOfw+d7D1q7pSlvLK5yMGC7Vf0Yh75jxX2LQOuPNn2zhOuBrq9ToQAPUqp6nM5oRlmjuM4ca31kUwmoyorKykvL/9XEQmdfFWfqSIibwXuAu4QkTIvQ7wEuPvEax7lMiZPXm3E0y2P65fgM4vxA+VzzAycjGP4xQGzCBGpWbBgwd9ls1lc1/2g1jrn2XBdhGk5/TqMDjmBKcB0HMd59jyrzq8Yn/V2HKcbE8BdNX5QS0QPt0T0ZI++kxg5wlixy/eq8jyD0ZYuzUJVAK7Fpc7W1BbC6qzFkiGLai3Ek3BVYZ4187LMDWjqr0ry+UGLuiAsrs+RbAsx9L1i5h8KMGC5XJGyWQhcbkG43zaFfYLYgqxKCFG84mbvsf316Yue6HLnHBlsiumXgN+I5batSNlzgPZNNXo3JlNchikYuw5YYMFtOegpdfm5Bb3aOF2s8sYNYzSrYYxURQjgDtvkM5AbsShJQcRyCQXylLhQYQmX5YXQqM0/ICQxHs2HMA1SDjd3mgx3c+dxg6R9mDbbRyn71826YNuG3nE3OGCapaxQSlUeZzvnBUqpUsz7cdTv2junUkqpU3YHmW14cpnx7jL/Pjg42Lrk/7P35mFynNXZ9+9UVa/Tsy8aTWskjVbbsrxhFsnG2MasAUwCY8KXkJA3JMBLjFHCC4QsTecjJAESv4GQPfmyQsKQhCWYsJnFi8CbLFu2ZO1bz2i2nq33rqrz/fHUWGMxsrXMavfvuubSTHVP9aOq7qn7OXU/91m3rseyrPcv1riep4wHX+8OilZ/BHxSVc+1t8FP3OUNru/XcDr29ZY5GmuNeaQmlBefi/0wTi/+W3c+v1NjfolGo5/q6OiIZTKZr6rq3el0+lJMy+qfxyz6iWIqgr+dSqW+s9TSLJ6LWS7Y09yHiR2TWR5jW1GsbUW5YltRwjtjuh9zF+SJbUVZCVx3ygjYPLC/AE0WrI/7xMM+Oi788xg8EgU8ZUPc554ybK8q61x4xSmbtzX7JJMuP3oiwpersGZLidd1eLR1KF90fP6hzWVjxoFTDjPtCtZfN/PEnS2aA1DL7fHDxfriK75xiCC7ujepXrhhbM/EQzfvavrsx6YF5iuAXwSuHLNwRyw2OOA3mgnQi214WchYLkIYEd7A6UVeAgwjWFhYvkUUwRXI+ILvWuwuWfzPmM2kK6zD+G1/iJlUFTHvoZcCb+jLSDvw+r7MTzag6E2q25vU/Bmb6zijuUgqlaoE+795tvO2jGgD7k6lUs+wowTdFJtm/5XlQXAHpzpzgqOqlfHx8dunpqZIJpMpEelYxCE+rwgsE38AvEpEvg2Mn7ko7zm4htMxr9P8JuZ6vyzuGtYw1OLhFhlV/Y6ITH8Ye4FHzvPDCGYhWO2Dt0QQkZc1Nze//eTJk5XNmzd/Ip1O3w5cPuMpu4BvctpDuayY7YI9TSqVyr/ry2/cHc4n1mAabJyJYqqq/raitOyMaRaTBDDQ5EmxDG9e4dHhmVSBVbbitwi5nMWPO3zWZC1sT/lRo3DMhxb1uSwM4+KTHbAhBF9v8/lOq8d7RVmbF/pbXfY8GSV2Y4FrMjarjoYoA6M77+SZtQAAIABJREFUsjKkLZrFxLo9TXH7d7uqmx5zgOE7W0wlfEdW1hKj1HT48v7CzV+9fkf2Y49vN5XwFcCE7XO7LxzC2E86qtAxBa0NEAoZodyKSUhwOC2eo4CLjY1HHp+SJ8SxqIbgZa0e24sWxxB2oVwVVXpKFt/DVOzDmKrUZZjugod6k/qck63g3Mls5w7T6TGXTqetszy+pEmn003AcCqVOlsm9EA6ne5cxh36mmaL8VPVb9TX13+rvb391cDHMYvNaswB55JsMRvBmiGAvw5slYeC/X1YRB7EXO/XXej+aywstYryEkBVP6mqvar6qgsQyQDrMf7WGouMiFjhcPgzxWKRcDh816233vpOTovk48Afp1Kpvwy+P9PLu1xIYFZzz8q+m77VGc4lfmk2X+jOmOrOmD5JUHXdVpTp2DsmbFwV8goPVZTsJIyLkMvDFwoWmhOiCO11yuaeMokmj3UNympLeXQ4zNf6Q7S1+rxjVZW32LDxpMOVRYttcZ/uF5Vw+0M0liwq9Ur1ZQV+ALxoR1aesdDrT/7xtt56qTRrXb4OuH5HVtp2ZOU1wf/ZHb/9Y1f58ZzrHF/XtivCGkyV+PIQ7K9X9mAmAS4QqYNVYmLFqphmMSHM31wPU1GuA4p4eAgFHBKYinqDgu0rExGfo4AfVq5p9liHsXLsA76E8Ul/FfgKMHiO564taGH9EwQWhWPArel0elkVUQJb0xuBs1ZUg/9fPpgsLCvS6XQCU4mclVwu9/7+/n43HA6/S0SuXsCh1ZidazAL9j6squ8OrvGfBFDVL01vW+Qx1jhHakL5eUDtQ7d0EJGf27Rp04ubmpom3va2t2Uxn7Fx4B+ATwStngkWGvmzLHxb0gTJCMVnqzje21je13xq1RcwC/ueYcHYVpTQtqJ07IxpcWdMv7kzph7AJWV55aYSva0uLRb8XEHoEHBtGI/Aa6YsEsM2iSI0VZRLi8KNRYupfhspWby13qW30aeaEx7J22TLQmLQJjdlMzTucPJ7dex+MsLOzVUevK7Izp1x1Ttb9Nt3tujT1cd0Ot1QHOnanFu3v7XZ5ej2Io9iqsBZ4ARG7Obdnv2ZyEMv94sWY5hJ0FtjcDhsqrudwImKsUbsEtjrGqHchrFdVDCL6DT4iiBYCAkglqgQcnxOuMLxssPDZZsRYKpi0TwQ4nqMEBzG+J7jmPdXBNg6m/XijHN3NrvM0wTntcgZPvNlwGWAn0qlDj7H88qYavyyIfgMOZj30ayo6lOVSuWzV1xxhSQSic+JyKzWpxoLxqs496YkNZY4NaFco8YcISKJ1tbWTzuOQy6X+1A8Hs8CXwN+N5VK7ZxloV4eYzFYTsQwYuNZSaVS+zBCcNMZD3UAK7cVpWVbUaabPjBqE64qV6lyhQ971ng80gIDCieyFiM+bGj26fEFyTiMjdpo1KfRtRn2hEPjDifbPXIO2B74LS6RFpcTjnK8ILyo1eXSlxVZd0mFwyULFSQxc1A7stLqx6Z+ys01f73cMPWAYxbB1QFrgKN3tujEnS2qmHSSl+Vv/efW5H/9nAADmIYwGzELczLARALsKLRWjahtw4hZDY5dCSNYq0AYC0HwgcmqUPWVNky+sQ0cjXhsxqMe47F9OybVYao3qQ/3JjXTm9RSb1K/+2zWi2BC5p6jpeJe4LKgirnkCf5vN3MOreEDL3YoqEAvF0LwdEX8rKjq72UymbGenp5tmBSkGovHLdRSqJ43LKc/FjVqLGls2/5oT09Px6FDhx7J5XJ/C3w0lUr9dyqVmlVYBhc+L51Ox2Z7fKkRCJLz8a/+B5xeNLetKNuBoZ0x3Y1ZCHfDtqKs3VYUa0OVXb7N97tdjiZ8+i3lyiafXF7YNeqw2fJo84A6j1NrPU62u7hlIRJSjiscu6TMwxsquOurNIwLl+Qtio3QbCtbqtDRXeFNwxavmhTaH4hw2VUlbtiRleYdWXkRgDW4crXXMB5b3/uZE9uLRDdWOQGEVlVJAFN9Genuy4hzZ4tmm1xGGtW/auylP+hxC4m9GK/yXuAg0I2JWmsBOqOwxYEHy1DyjVBuxtg4ujD2Cx+zPRyCIccm74OEq7wIEwl3oyu0IDyGWcj3FUzyRQUgGNdL+jLyXFnBLeeay51KpXIY/3PnuTx/CRAH+oIFe+fCOEEk4TKhLZVKPWdUqKqOnzp16iOO49DS0nKniCyLvyvPN2ZEvtUqys8TakK5Ro05QETWOY7z6/v372dqaup9quqnUqmz3iqdJri4Nz/X85YI7Wfzt85GKpXKA9V0Oj2dz7sRIxDBVExbgG0YYbl5pcfjbT4jEZ+2A2E25ODVUY+bmqtsTUBHVWhLgFuy2Dlm81VLiMeVI2pRrMCrngqzsd3ns5ZAWMmHfdyixcFTIX7gWjwcVsburqPNtRjaXmAC0754ZMdAtMfK19uhwe7PP7Yi25VxcHqTempXhKaw0i3KxpKQ3BXmHX8xIL2XVdmzweX+jsZBuzLVlPXAL5l4uBLQg8lPdYGdwbZQFU65RhiHMOd7OvmiEDzXcSFWtYiHIBpVfExFu8ez6MKigFn8NxAcO7cvIyswNg7hWd5D6XS6nmfxlJ/l3D0IZIPmFkuWdDrdAlyTSqUGzvV3gglqdTk0WDkXu8xMVPXv9u3bt8fzvC7gg/M3shrPQgtmUX5tgf3zhJpQrrEsEZFGEXm5iGxe7LEAxOPxOzs6OiITExP/rKo/Os9fH1jqDRHS6fQKzn3B2EwmgKvT6XTTzpj+IzCyrSirMFXYb2JylzMYa8L6rIM15rDChS3jFmvVorPDxW/wiXkQzpqs4VUF5ecbq6xaU2br5gqrLCg2eiT3hbgU4akxm2KXx9e6fD6Zt7mr0+NAm8eYKyQmbB74XIved2eLVoFY9OHrr4r98HWXj9/+sURVKB0LcWBHVm4oWqw6HGYqoqw96VAq2jyAyX0OR5Rkl1U9cuLbb/9xtRq+tGpsNEnMYrtm4F8x4jQBdCZgZWCMrQK+C+oa0TztMy6q0F4RJqsO/mSYSYzItjFV5xXBcRKMZzoENPcmdRKTq/yMinJfRjr6MtIc+FttnsXf+iw0AbedLepvifBazMThvEilUlmMoFmyBHdwvPNJIFFVr1gs/prrunR1dX1URLrncYg1ZkFVv6OqL3ruZ9ZYLtSEco1lRxC9cwem9XPfIg8HEblp9erVb3Jdt4TJyTwvZjREWJIVriABQWd0Ojtngvi7+4Gbgk11QEPQgMTHiLE64Ni+EKGsxTHgv1t8dsagMCVYEeVrJWXc8ak0+Gz2lRvzDnWjDokCXOF7bG32GavzqYZ83t5a5ZfHLeqmbDJHHN7405Pc0V2l60iYfSdDHFc0uyMrsiMrm5yjG8bDj1+7wZ5q/mowji5MY5BDGHEaiihWCW7dXqS7zaeAsUoc703qgfVv/TPRsfaT9XDQhWTZ/E19DCOY6zECetryIJgJQSSI+lCMiBVOC9kwptpcDraNYHzuD2EmFw9jxHocGOzLSDdGKD5ddezLSDL4fzzdROVCGtkEHSItTMV/yZFOpzdhjt3eC9zFqSU+QW1LpVLD5/tLqvoD3/e/3NXVFY3FYp+ej4HVqPFCoiaUaywbRMQWkduBkKr+HvAe4COL6cUTEae5ufnPotEow8PDn1DVzAXuahxTfVyKtM6W33oe7Abk7T/YvhLYymlhE8WIvJcCMu4weDDMaAVOlJVjK112h312eTarCzZNEUWqIGUYCSvZSaE4ZuFkQqw5EmLNoTCPTVk8VoW8JUzujrKuqcotp+AtRx26b8zT+pYJNswYV13su2+61qrEHh2//WNNmOSEbqCu1eXt3RWe2FihuKbC5rhyfwWOPeHwkUM27zlmU9eXkXonWnyXHS1s8sqRZoEBG8IurC2Z9+ZWjK1iA+Dq6QzpqoAbRFRMC2QTFXfajuFjFgGGMFX5AYyt47LepA5h/MM3AB29SS33JnWmoKoD+nuTmuEc/a3PwteBW5ZopFoXcN+FZj5PJ3wsRXtJYCk5b5E8TbFY3DE4OFhJJpO3ich1czi0GjVecNSEco3lRAxwVPUbwc8nVfUu1VnbIy8U72poaLhsYGAg47ruBVdvgorfVDqdrpvDsV00F+JvPZNAkNx1yfdfUwjnErt3xlQBdsb0JKY6+nhZuDHiUrquwBVl5Q/XeFznWdzf5NE0qWy0QHzBKVnkN7hcUvZZ7ynesQhWCTyBY3Xw8KkQuXGH+xs9jl9SomdrGatdeUiheFcdH9wXplWQjXe2qN7ZorvsQsORyvon78fkWu8EvnFni07kLHYWLPaOCk2jNmHxiY7ZXN/s87Uo7G/xuURNl8Xrwg1jT47lmupLEBNwfVip5r0KRvQ2+BBxoeqZCu/M6m4BY7GY/rIw1eR4cGxGMdX4qzHtz6e9yCWM7eAnFuj1JnV/b1KHArvMxUxwCBYA3oUR30uG4C7HE6lU6uhF7mqS0+dqSRAkcvgX061TVY8ODAx8OhaL4TjOZ0Skdq2vUeMCqX14aiwnrgcuBRARUTUZvCLPnh87X4hIs4h8fHR0lMHBwTsuVrAH6RjhJeYJvVB/6zNIpVIl4Kab//yDK7cVZdO2orRuK0o3ZjHfWFl4bK3Hta5JiZjIW9hjwk1VYcKHVpRI1EPCLs4xi3DVwmrzadhUpi4MdT6MFuHVYY835mH9+gprHZ+iqwwdClHeE+ZHWZtHn4ixB3B2ZCX60S+85een3vL3mcLrv3gzRiw1EtgM/rBN7xt12LzSo9rgc69vkZu0eKLL56khh/v2hwmftFCCZI/m5qGiPdVUKYBXgpMx01RkD8Y7XLJgUgIh7IKjpnJsYarqkeA45zE+8CxGKOeDr3UYgV0ArgysFa2YxiPPWMTXl5FQX0aci7HLzHLuDgM96XR6SUQZptPpOPBuTKX9oggmcZUlVlUOYe48XBSu635i3759Gdu2rxGRX5iDcdWo8YJkWXVfqvGCZz1GbKCqKiI2cBvQISKtwBOq+u8LNZhwOPx7W7dubX300Ud/APznHO1WMT7V58wqnm+mu7NdiL/1LHzfF+8XQ4V4oRov3AWcBIZ3xrQE3L+tKJ1qYcVgHT5RAX/M4TJVPAesNiVUgsiYzYkGqEz52FGfnKVUPGVrAV5yMsREozLWUqV73CFBiEMqOFeVeOe4zZFDEUZvzHN5qb/7QzHxcoj/JeDbmGziXcDDO7ISwwjdXRMW7xuzyOYd6ps8vuzC2k0VCrujfHskhNNd5lQVrhZLk45T7bBdu9l2vPaCkLOhKaIcArZ4kHDA9cz5ne7OB0YUlTDCeRNmUjIWHJtLMBFTDwJXYVpt34exZXjB95MAO7KyErC3m45gQ8DxVCrVP0fnbZpXMnfv84vhRmBPkIk8FxQxE45F/8wFNF6k1QkAVc2LyIc3b978L9ls9lMi8p+qerb23jVq1DgLtYpyjeXEU0CviCREpAXTfOEg8C+Yytufi8hfBY/NKyJyaTKZfO/4+Ljved4dqjonYjLwk7bOxb7mgPaL9Lc+g1QqNW6pvfsVf/GBgZ0xzQQWjMZtRVm/rSiNQJsPh0Zg37CFWxH+RyFiCyGgPGBTzYGKsqqsdOVsGsoOdpPPPQojdYp0V/BtmDoepeLD5yeFk3sj/M8xh7oivCGs3FHwnHDd/q0hLP0nb+XJdRhBOnBni45sL1Ju8HgJxg9848kQft7hc8Cnxm1KuyLEhmy672zRk59o06PA+mGbrhGLJ/1Y/t5yJVYqC+0WtFnKS3zYWgbPM7nHeTvwJsvpIoWLEb5FjEB+BCPYmjEieBMm8zcKvDp4/tuCMT/cmzQRVJbirXSpB57ov/cN/Vyk5WIWdgON6XR6zRzv97xIp9PtmAr7/XO1z+mJ4FLwYQd2mXOOYDwHPt/f3/9QT09PWygU+u053G+NGi8YakK5xnJiCHMR+VVMJu/9qvqgqo6q6h8BbwV+Bfh9EZm3i56ISDwe/2xHR4d94sSJv1fV3XP8EqeC/NRFI51OT7dKvmi2FSW8rShtwY87c+1DE9tz9tbg5ypmAV0C2A/cqxYPx4SsL9xarxQaFI36+HU+IdeGimC74EahIezTqMLLyzaX9of4Wr3ylZjPqdUu91xaZW1UuLzVp7nZZ9VQiHy9R/vkWOfq6Hjzo5+47SsPAmsxi+Km7SVtWyr4gDR6xDFV2xWAHfV5SbLK5R0uq/oycnNfRq4CVnZ6VNt8EgW4vBQtNpUq4YqvyBQg0GoZW0cUY+2Yfl/OvLVextgICpgJHxgLxkHM3+j2YHzfwqRbfAb4XG/STM76MhJ+WYn2nioNT/7tx46M77t28mL8rbMRWDjuw7TOXkwSwJfOJaP8fAji4tqe84nzyFzaZaZRVZ2amnrf6Ogoq1at+oCIbHju36pRo8ZMakK5xnLiAMbLeSvmgn00sF8gIpaqfg/4LeCXgPlc6f36SCTyyn379k1WKpWPzvXOA99kdbF8k+l02gZkDsVWJyZjmFQqVT5w/fceuuJrb1m/rSgOxp97NHheRE3XuaM25KOKOlC2lcmqhWULAkgCqnU+5c4q1SYPq61Ca4dL46YyVzf79CSrRDZUOaCQqFe+EPdwOjwmuqvsOhLivvJ4x31/9I5//6IgazHxdBamZTW9SR2+Lan3APGwclODR/P2Im3bi3RdU+YrKhydtOmfhHV5eN2U8OJTFh3jFs2+xd1R29sf8S3LUqwwhKvGUiFhUzWeXqhH8L2LqSy7mCzkAnA5xntcxAhkxTQw6cLk/v4qcDvPbA3eCTi9Sf0xxsoxpyJymlQqtR/YtVge+nQ6vQ4opFKpc27AcZ4s9gS1Yy4sF2eiqg+cPHnyX8rlcgioxcXVqHGe1IRyjWWBiNjBYrkPY/yktwNtquqJiBAkCajqH2AWUb1nnsYRbmho+NNyuczExERKVeek6nomQQe8xWqIsCKVSl1Ic5FZ2RnT40HbagBe/KV3lFbu3xLf8o03vhzYjqlcjwBDLlxfhbW28kBzFctT1o8LCQt8gWIIcHx8FZpLQtyFcBga61xogimBDZaQGLB4q6MULGMZ8J6I4B6JMLb1sStebznlV7shN39dgQgmqu6rwNodWVk1Y9ibhx3qwkqlAK8ZtLhcYXVJuHTKYjJvMVaFtiGbfMHCivvEWny2JZSVEQiFfTuUANcKuvFNCcNVI5ZtzHt1OtJMgJgPyaoRxk2cnjyMYSwgFczivk1AB8av/NK+jDQB9Cb1eG/y6ePbGHREnC+GgV9e6MzvoPnGzZjjNy8EE1R3MSwYgaVkzkXyNOVy+UOnTp3KdXR03Brk0NeoUeMcqQnlGouKGCIzf57tedOCWFW/Cvw9cCVwS/CYzljcB0ZM94hIfK7Ha1nW+9euXbs+FosdBD431/s/g6F0Or2g7a0vNr/1XAg8ofe1Hu+5wq6EwYjBnwHWRGCs22Oo3WPCsxhyfOwQhB1F80JMFHvYJpwRpAx+VahaUIn5lHNQnrLIj9h4O2N0PholvydCk2uRyzn8d9f+Sx/t7l8Jqw89+YEsDS8usRYYubNFD2NEaeuOrNy6IyuvbXY5WucyOWGxbcTm2pzyikGLtiaX+nqPyEqfJz1hyIbHVrgMxk1FOg802pGS5ZXiAKMO/EcIRi1lhZq/t9Pvbyv4Ukx0XGMgpK0pYc0Jh8swgnkM02RkF/Bl4CuYqLZXAJf3ZeTpCujf33/Ja3re9DdzarmY5dy5wGHMgrqF5GpgcB4WKD6DIA6vaT5f40yCOzjuXNtlZqKqAyLyia6uLpqbm/9ssZKCatRYjtSEco1FIWgechsm5unbInKHiKwPBO9z3dr9ICYV4L0ics2M7dNVukbMres5zVcWkY6Ojo6U67qMjo6+X1Xn5Rb3NIFX0Q9yVeed4Ja6P9f+z9lIpVLH4hMt/Tf89e27gZdhxN9qYIMFv1qANxwI0zkU4pESHMwL8YKNhkxlWVwLuyJ44zbOoIU3FKEx7rHRFeriLk1hJVewaGlweTdKaxUmV51YfceTW3e3NDmly++LUIep4K4AuLNFhzEThBcDN9iwIeaxxfG5oSiMVmyKrvDKksWhkHJ8T5hLqvBEg88VFrwFU+09kYfcBIxpPMdEPrGqAj/rQ8gG3wIJxLBiUiuUIMUlDIl4kKkcVe6NKk9gvM1ljHDLY2LjBoF/A36M8XZHgnNnVyZbRmIdmTlbfPks3AdsDCZV804gJK8C7l6I1wPG0+n0Qjb/iWDO/bzied6dmUzmRHd392bLsubljluNGs9HakK5xoIjIqsxzRIeUdW/BH4bU1W8W0S6pxMkzhTMgYi2VHUcEwv3EuDXReSy6ceDpx4G/mWukihmjPvj3d3diWPHjn1rRtOT+cbD+E4XgjDmNv9C8R/Z1cdsTLOPHwPfBb5eFU7lbMZXuhxp8Uk0QocDXsSjWBUk6kMIRIRQTAmPOdSLUq3a9E/YjLZ5XHJFkUqTy6XrS6y8Pk+sayJ+/UTDxK6RjlMPDTqsaPHZihGqDTuyct2OrEjw/38MeKQIm5p9yjEYEOgQqLrCnpNhnhq32dbu8qJGJZTwudYxAjYJXO9DxYGIitoRy49ant3kgetCRmHSOt1sZLq67GNEUjV4/XAI1rR7DGImenngBKYzXzdmUvEoJvXhGNDSl5HVwIr3vPb+h3uTekFd6s6HIO/7ayycNSgG/Ps8W0pmUgWchfBiB5PgcHBM5xVVLQ0PD98B0NjY+PEgUrNGjRrPQU0o11gM3gD8WFUPAqjqD4Ffx1SJ/2u6Sjyb0FVVPxDLPwLeh1nI9EURuVxEoiLy08C7MI0g5gwRudpxnHft2bPHzefz75/LfT8bqVQqxxlNJeaDQBQ0pFKpea9sTZNKpfyV+y53b/nj3wpjvLeTwDeAEUeoqMWAE9wVsMEVIZ4DogotHiIKYR+/1aUa9YkNO6xaVaGlCt0Zh8sUelBWn8J6e9NE4wZvywMtDRbZijDQ5vEwJm4wixGfL8EI1u3ARN7hS5MOf4dSLENn1mZjf4hhT3g0qvzQ9llRhktHLB47FOKQB0+VgDrQOCQExI4VLK8UswXqI7BSoNE2HttpT30FI4A9jEhuwLQyHwHejIlBqwJTmMmfBt/ngvFeCTSMH7hi5frez0b6MlI/z6fsaYKOeMPpdHrlfL5OsP/XpFKpi24ucq7MyA1fCHtCM+Z8LhRffuKJJ77num4j8LEFfN0aNZYtNaFcY8EQEUtEVmKqwfkZ20RVfeB1mFvYvyUim4LHZ6vqTC/c+1vgncD3gA8Bn8DER71fVbNzOG5JJBKfW7dunRSLxc+o6lNzte9zZGgBVuO3Mgedzs6VbUVpCjrzHXe80NrOvZerb5JKLOB42ONE0LpuhUL/hFBylXKbDyJQsJAS4PhY6hMtgDMp2FNCq61oTKnWKcWJEJPuYPdk/Uj7JVOO/6bGCtuHHNbcG6NhzCKHeS89jBHMoxgPcKjdZWVEaZkSHFU6EVaGfd5d53Hbjk59dNThC5M2Jzp87lvl8qQPJ124x4J8JchF9iFnx/KOW47aakTxdGaycrrxSEfwfR4j1LMYq8W0NaQVeD2mjfW0oH558P1B33XKpZGuU5HG0ZsxC/4Wkmbg1YE1Ys4JJm8/hfFnLyhBfvi8xsUFx82ZT2/ymaiqep53RygU8tesWfNeEVnsuL8aNZY8NaFcY8FQVV9VBzAVs7fM2KYi4gRdo34ZeBPwbhGpP9OzHIjqp7ep6klVvV1VfwH4LVX950B0zyW969ev3zY2NpYF/t853vdzMt+r8YPbv84cdjo7FxwgEvihv9V9z01XPGVLBfh5YMyGqZhPtqp4lovd6uE2KlHHhcYKYvn4eRu7CNoM0uYSF6g77lD/RJRyUShW4cBhL9wZGlgbPbDpwGOtLg+VbXTMYfiqMqvjPrdgPML7MYvFfgXjk147bLPd9umpV7ZWhPq4yxMhj8tRVvRl5IZuj+4QJDx4cVnZWoQWG66uQt4Hp2SajFQ9S30LQiGVsHM68WK6opzHCOcWjL0mC/g+rFP4JvBnwXH6H8zdlizms7MX0yHvB+XxNpz41Cime9+CdpYLqsoFYOtzPPVCuRqYClpoLwZDQQOQ+WJO02XOFVV9PJfL/U1nZ6ddV1f32XNYE1KjxguamlCusaCISB2muvaymR45VXWDf/uAvwb+F0EW8kwLxvT3M3zMtohYwbY5XbwX7D/W0dFxp+/7DA8P/2bgj15wgtX481Xh6pzHbNpZ2RnTkZ0xY70BDjRNNP34um+/7j5MVbetaPOXntDT4NLTqDSOW+z1oToWQkbD6LiNNvj441Gs/TZeGZzuIs6VJbyozw+HQhw5FOahVUfXH2uOjj+gkaKdtxifFI4D+++u4/GIEcllTovVLLAGOIFgH4kQHnPYLbAv7uFUhaEOj0eAiCqPTVocPerwalu4rR5ekYenChAVqIq5nR4qAWr5VH0LNa/jVHm624iNqRxPAE9gBHt2EvJTxobSjLFiPI6pIK/GWEPuAG7zKuGrj3z5PXvf+/p7cxjRHe/LmAphX0ba+jLSc7bj35cR6cvMSSrMN4GXT7c7nwcWagHfTzBjMe2crxEI4uDmNV3m2ahUKr999OjRyZ6enpuANy7WOGrUWA7UhHKNBUVV88A9mPbTL5r52AzB+z7Mhf+9ItJ0xnMaRWSHiLwmeK43DxXkmXzQsqyuEydOPKGqfzePr3MuDAYX2DkjnU63YaqUi0YqlVJb7Qdf8tBLnHAhPgYM+dDr+IQdjwHfxW6EdeJj24JWgRYfO+IirRX8Fh9LQREsBb9q85oOj/iGKtrcdCo6vvnxtS5seizGFUXhUnxituJgOt05wP/GeN33YBIdWoABhPtV+EqdTyiivMryaC/B6kfDkHH4ZFF5reVzXwHu82AwAVYUOmwIR8EPwVQYvHKowkQ5ahUh5xvPcQFTQXYxC/0xBe0vAAAgAElEQVQaXNMhcB3wVD0M1cOlmMV7h4ANwe+MBF+HgYO545ur4abhAkBvUg8RVKSDw+pjxDV9GWnqy/xE1bAH09zkYs/dJPCvzLHtI51OJ4EnU6nUoolJgOD153SCOm1VWYh0mbOhqiPDw8O/m8/nCYVCfzIzorNGjRrPpCaUayw4qvoXmIVUHxORdTO2+zPyPW/DVDq64LSIxkQp/SZw04xt84KIdEej0d/MZrOMj4+/T1XnrLXshRBUuKpz5QkNLBe6wJaLWQl8mldv/P4t3UBDXth+MsSRiQgSdrAbXaq2heMJagnS5EFUENdBcg5iW9gNppOf3e6idS7ell1XvW2sYaohE/E7EdqiPvmwcDIC8UvLbARejanqngC+jhGW78QII9P4Q/jlbIhvNEG13YcGn2s6Krx+0uLTnS7ZFp/OKGQtaBK4fAzunwKvCPUetPngxkCbowWrUkj4HhwRU0mcbls9plASU0kHaLLhKTEtr58CHgHuwgj6Rkx3yi+f+G7vPeGm4Z/a8NbP/a/pRXy9SS31JnVv8H22N6nHg31eRvA5mqY3qYeBh+bo3GWB7UHb84smnU43sbSqnMNzHIVXz+nzvWj4vv/nx48f3xsKhdbbtv2BxR5PjRpLlZpQrrFYvANTUX63iDRMb1RVN0i1uB/4IkHL1RlpF0PAdar6kXmuJBOLxT69devWmIj8p6r+YD5f6zwoEWTnzgFxzC3+pcL3Vu25uiM23tTa7rEq5nGlCMmKBZ6ACqUSUBa0ZKGjgeO3aqFDFowIEoMQPtXoqeSmCUebShGXNg+aPEbbPNbGPLrrq2x0hRWY91cCU631MBXecUy1dwOKFfbId7oM5MF2IRSCx1VYnXS5vCrU18FTIeVhH76u0KgWa3woh2HcArsMTg5KFUsnq2io4FtrxFSK3TJUFZ4KwTHbnFcPs3hvDJNucRQjlocwNoy7e5N6FzCcSB56Razt1DcwNqanBWpfRtb2ZaQ7+L6tLyOXYQTxT0yG5jhK7jBm4d1c8ApgdyqVKs3R/i6KYBI3J3nmwTqDarDuYFFR1arneTvWrFlDe3v774jIYrbvrlFjyVITyjUWBVU9BKSBDwA3T1eHZyRgAPwFpsHCM7ar6oHn2r+IdIvIBceqicj2ZDJ52/DwcLlcLv/Ghe5nrgnEQ/RiL9qBp9RazNu/Z5JKpfKCPLTlm28sOz5NbUp7FHa5Npmq0GRDOeHjN3loVMDx0YKNqgchgfEQ1oQQGlG7leGu7v6egz5Krk7Jd3mMtHoMRcBt8emJKUmMeMxj7A0dQC9m4uABlYhyLOozOWaxbcpmxAZ7AN6Zs0iWhfBgmKEhm8EKXFOG5hzk63y66kF8aKhC2QYvZKrBVkM8b4eLdY4P6kG0ACsrxqNsB2P5PPAAxhZRxoj4S4OxfQVT+ebYXe+IxVccP9mb1Id6k/r/BbaLaabTM8BE601hmqo8XVHeVpRLthVlrmPdDgCFdDp9UXaOIN1lJSZXeylRZW7yzOMs8KLLZ0NVv3ns2LFvrF69ui4SifzhYo+nRo2lSE0o11g0VPUTGJ/oHwI3B9t0hv0iR1Atu4DmIf8HI8TPGxGxEonE55qbmzlx4sSnVfXohexnHpng4n2TCYKucEuJ797+R6MDl+wZLwlHqsqI7VOMVGlpdglFPErNStkRpOyhMaCiEAMJ+0irZ35unopHx9sHrJH6fEOiSusqj1zMJWdBOO5TaPX5/jVl7sX4gtuBV2K8v08B3x+3OOjBrrLFiskQubLD+qjH2hA0exZ2u8d4Sdlegaa88KpGI0IvT0BEIFYx58cFLAUr6MhX8KAqsVzVK8YtAYmb5iLxHETy5nyuxjTymI7pC2GsF2uCbdYXj9v/T9tV91wXaR6Z9dZ9b1KHe5M6GniS23uTeiL42j3jaRPMcXZvkD18D8ZWcDFYwD8thYrrTIJmJ40Xs48ZzUUWLA7uXCgUCncMDw+7q1at+gURuXaxx1OjxlKjJpRrLDY/janivVtEboTTCRiYBUl/c4H7TQM/e4E5ob8gIlc9/vjj/Z7n/cEFvv68EXiVudCkgeCCHV0K3uQzqcaKPHnJXnnpl35uT6NrfcVXbF8oVG0qjT4NOUGmBJlwoGBBh2ty1nICtoLrO5ILuUysOqmAnw3j73JY+1iUrcMWdRPCppMWL8YkSfjAFh+aho0IEsDLCqWicBJYFQyrfszCG7Gwoj52CNY0+NSvq9Bp+xwbEi6tQr0FTREI29BagkIF8hPQr8Y50ioQtyyNqOVryZdiFSaqYJctjoWgPQ+vzgk/B2zBVIYfw1Qf2zBi/srKVPPK+IrjceD6voys78uc9vifQQxY2ZeRn/Cz74zpwM6YTs3ZSQtIpVL9wN50Ol13Ib+fTqevBJoWsunNeZK9SB92ZyqVGpqz0cwRqnrg5MmTn8lmswL8aS0urkaNZ1ITyjUWlUAU/wrGG/opEXmziKwQkVswKQBfv8D9jmIyj+88nz/8ItLQ3t7+qUgkQqlU+lCQ0rHkCC64F3rRXvA4uHNhW1E6fKicqC9li/Fiy9pHXlq/scrdNuzNWRypWpSaTaayNinkHbMKLmsbsRwDWo/12KuzLX7YZbLVZaJBcT2LhimL2LDNGhdiTVU2Phjhg3l4+RS0lmFf1WI1Rpz2rvN4UUJxMbaIPLCnEGFwKkRoKET2mMVTBSEWVbYmfTaK0lKGKYFsHiYUCEN9GEIN0BWGcAQwbhF8caq4vlNyhGoE2lt9NoUh7EA2qqzGeJRt4MPAz2Cq3h1uKb5RLP9Jsf1TwBHMgrDRvoy8qC8jz3gv9Ca10JvUnb3J+VmAKkidIKtmeagA/FI6nT6vynI6nY5iGqn0z8X45oPpSvCFTFCXQrrMs1GtVn9vcnJyaP369duBn13s8dSosZSoCeUai46q7gY+CNyJyYn9DeCEqv6Hql6Mh/YvgSTnsYI+FAr99po1a9rK5fKDGM/oUmbofCtc6XS6lSWw4v4sNFrQdnmF/ZmNe79bv+fa8JAXTtS5FNdWubsq/EmTx2jUw6/zoclDLaBBwbGhmm8glG/Uake/7duER0M0DdjEcxaVCCTWlhludzmmNqMTSnceXlOCjhh8ucvnOMYP3IaJTVsNXILJCR4HJvA5HFYSFbjOgbURiMXALgIKG0eg0YUxC05EYbQONAauD0ULqha4NrhqeyVxnSn1pQCUSjBQhQMRKDsmCu4HGN/048APMUL5iFtIVMR2BzCZy4XepI73JnUC0wb7Gee0LyN2X0Y292VEBFkrzElm8kzqMC23n0Fwl2I3cON57u8m4NGgI96S5UImqIvU0Oe8UNUJ3/c/GovFWLFixZ+IzPn7pUaNZUtNKNdYEqjqhKp+XlU/BHxkLtpEByJ7B/DH55ITKiLru7q6PpDNZpmamnrfBfiiF5SgwuWda4UraAkcSqVSS2Yx0Ux2xvTAzpg+uDOmxwYv2bvh2Ivv7w5NNm1NKOsdj+stn1/JOZRQ1AsygqcUqQqSqCLJgxutsdUHdDysYvvEGyuIKrG8oJ7iNymlkBLN2th1yr0tsLsdHsWItBswhem9mIVkDwDfCba5QAsOHSWbuCqOBTIFdSPwEh8mQtBoQ6IKK0chOQJryxDxwSqDa0HOhikfVMCzwuWYW4onqmBXYFTNIq9Y8Np3HxfqDzr4mMV4w75nF0/d//qHQnVTRzH/9219GdnQlxHpTWo/0NKXkZv6MrI+OJwhjA9dbKUOiM6SpXzBKDqk6JNnO5VAdzqdPqcFg8H7N4TpLrgcGDrPPPO2pXgH50xU9R9Onjz5WFdXV6dt2x9Z7PHUqLFUqAnlGkuGGW2p52whj6p+CyN+3n8OT/90IpEIZTKZf1HV5XLRnuDcmz20EKSILAMeOXHVwz+aipXHpvzQ7sEQOc9mpOQwXAlzvGBTLVrIRAiGLajgMNZ9VMebJ/B9SPhInWKtq2B3V4iJUikqja0enVcV6IjB9lM2TZ5ZKLcZk238ACZ6z8VUS8OYLngxYB9wEgun7DA8KRzzoFCAYiOsHLcYtYSRKsQjxjaBa3zKIz5UcmDlIF8WJosCYvtjWg3f7Xv2Dws2osKPMTaPIeDNSeXN3S6XY/zKY6O7rx9b+4Z/iGG6VfZgKs0ngHf0ZWRVMNahYNt0pvLDQPMX+ulUNAvc3JeR+eru+DTBBO7fMGkf50IMuHupTuDOZMYE9Tmvn+l0eqlFMJ4VVfXGx8d/bWpqilgs9n9EZPVij6lGjaVATSjXWDLMYwX3N4APP1tOqIjc4jjOmw8dOpQrl8sfmqdxzDkzMl7Dz/a8dDodAYpBOsGSZ2dMH90Z039qP7zxsS3/fdvxOmWva/EVH/ZZitXoMWUr+Aqe59BychX97aPgIzFTNxVHCPU7WJYPrWXCYtE4LGgE4iXwJsEbhpeOG1E8AVznwUY1zUZeDmwDNmJyfbe6ECpAEZtIwWZDQeiMC34U+ht9ImGlJQF+PVRajNfWcUDCYAkUBPy4EqtXJKIIDWPXZot1N3oee1XRirmlfxPwRhsaI6bT3j1jT139RP3aJyucznm+EiNCYxjfa6k3qZnepD4B1AWV5jBAb1JHOV2pfbA3qQvikw2akFjpdPqyZ3teOp3uAW5NpVJzmsKxAOQwx/+5CGGi5ZYFqnrPwYMH/11Vo5ZlfWqxx1OjxlKgJpRrPO8Jcpf/Hvj92R4XEaexsfHPtmzZQqlU+n1VHVjYEV40JYxn9NmIsMQv2NuK0rCteNoesK0oDcMbDvyjW441uf09A0V4fRjKHR4SUrwwuE2gVx5aS0x9KmKyydSDbAiqHlqxkNEwbn8MRoRxx2LCgXCHRzSk9LRAawSuwfjY31CATZMmd3g6eeEp4NuYqmCnDycQMq6DDjoUT1pEQoBAcQoKIch4kB+BfVOwPwc5BSsC8Rg0OzBpwzEf9DhEc/FcpjTZXjpm06fmtfYC9wPfBX745N9+7JRlu53RluHN5mVoxniAj0yPbxbx2wO88t8ysmJHVq64P2aajfQmdaErmwXghrNN4gLLxWuBuxd0VHNA4DcOPVuXzBne5EXt6HkBfKihoaG8fv3620Tk5Ys9mBo1FpuaUK7xQuHjwOtmywm1LOs969ev33zixInjwP9d+KFdHEFV+awX7cCbHF1KzUXOwrVA+7aiNG4rShx4balhYuORl9735JYf3tSS8OV+4JqsQ96z+WZYcFvzMWmabJSTKzLUu2ArWrYgpFAURHzE8YmvKhNd5dF8yqLtYQctwWbLx/HAicH/FOBTw3CXDY/XmWptAvhPD3aX4Gof1jsQTcAmzMRkBAstCav6YUu/0GFBfQXqx8GJQLQgNBShtQJVH05U4NAUZIvgC0yshpPrLP9fG/Ci6turR4XvVo0ozwDfB6aSN33ppsYNj7dgFuxdglmcegmwLljMN7PZCL1JHcNYSCqA1nnE/72eptkOdl9Gmvsycuk8nEcAUqnUMHAQU5mfjRcBg0Gs3HLkubKVV6RSqaW6cPasqOrxoaGhTzY1NdHQ0PA5kZ+MGFwoRORDIvLW4OtDImeNQzzX/a0Tkb+aq/HVeGFQE8o1XhCo6iTwO8D/nRkXJyItK1as+HilUiGbzd6hqkuuCce5EKzGX3GWh1cuxfzWWfjezpgOYWIBOzHRgBsGN+9tPXHVwyej+cQpII9wLOSxOeSSq8u2lE91DniVmIcNZB3zRy3mQgK004dWHx2zCQ9aSINgb3Apu9A6aVE/CtF+iyYbfrkOrixDmwvX5+Aq4OUuXC8my7gfk0KRwSymewzIicWpnE3VEzQH/rBQPynU2VBoUnwHDlgwloGhKoz6QAmOutBegNgkvLipbpxoKXJbweJn1DTe+Vmg4hbjV8dXHm3EJGHciPE+9wFPAoW+jNT3ZSTRl5F1fRlJzjiOVeCIDWGExECIzWc53hXmv+nMfZiFfbNdayYwDYeWJcHEc9YJajqdbsHE/C1LPM/7w8OHDw+sX79+q4i8czHGICLfBr6jql8Kvj4J9F2kWO6bo+HVeAFRE8o1Xkj8A8ZX+LYZ2z7mum7j4cOHf4hpE7yc+YnV+Ol0upllcsHeGTMe9Z0x3bUzpod3xjSPqaz29W/d/Z/XfvEduxoGut4PPFi0sSs2rts4oYPJfm120UEb7Q9BXNF6H/UEVNGSBZ4F9YodddFxm0iDj0R9LCBR9XmLwpY4dAiMupCvwhYPVhYh4cKgBXswlgYfEyHXgIWrNomSjVvvY9mQ61RONSihKWFLBOKeoGXYGxZ8GwZD0BmBjR7Ux6BkgT/q+AeHQ/rokIYedeA48F/AcDm74qt2pNiG8SZ/AfNYJMhHHsB0BFyJEcaX9GVMR8sgQ/kwUL2yzA8V/cFsx7s3qfnepB6Z7bG5IpVKFYGvAtGZ29Pp9MuAI8vQm/wMUqnUIGdMUIM7OJGg3fyyRFULo6Ojv9Hf34/jOJ8QkYvqSni+iMhbg3E8csZDfwBcUEU42Gf2IodW4wVITSjXeMGgqh4mxeCTIhIXkS0rVqz432NjY36hUPi1pR4H91wEFgxrusI1w3JRXNyRXRjbitKGyRCuAy6vxPKJDffeuB3oULXKmx7YXihFqqWQgm9Bow+2IqhRZSGFVR60VJHOMn5IkXqQ/hDh42HqY9AShWgrDHlgj8Bl9VAnUIrCSRdGqmCXYZVrxhDDVGAbPKibgqpCKG/ROGVj5QR7XIgWBRzFGoEpX1lThKvalE0xWDHicHhYyGQcPp8Tdo1bTJ0KUa46/jfaBlZ9zYJ/BQ6rb/Vg+W2W7TUAXwosFoNAvi8jq/sysqE3qU/1JvUAcBJT8T4z37czOH6LSiqVmgTelE6nVwMEsXGXYyYdzwdGgoYi03SmUqnlts5hNv5tcHDwvubm5o5QKPS7C/za78a0bz+TR4BbRGRWO9HZCKrQ48DhORhbjRcYNaFc4wWFqt6LuR38oUQi8dlVq1bZlmX9jao+vthjmwuCCldL8OOKZX7BnsJUw0vA8GNv+o9x23M21g23T7Q9eu3dVCI/rsTKj9hCqeigKlCnIGLCikNiVr+FBaIWVlXwRy2snjJOFaKjNpsssMPQVYSVVaGuAldPQjwEMYGrbWiKwjoXGoomYcLKw/AkrLVglcBkTCgWQkjBJl6wEFcpRyHWCO0hsMoWWgL2OKx9OEx/zuZERKl4cIWjhFo9qsVw+dJS/cQveuVoFfjB2N5r99StPHaMoFNdX0ZWAO3BgrxJYE1fRloAepOqmErZM0Rxb1J39yY1s0Dn6rm4H3hdYMF4OfCjZeCZPyeChX1WOp220ul0A8+TqmVQOLgjkUhoV1fX+0Vk4wK+/LWYpjtnjunwjMfPh1tU9TsXPaoaL0hqQrnGC5EPA7/e0dFx0+Dg4GSlUvmtxR7QHDMVVLiWdJez52JnTMs7Y3piZ0wHgH3lRM7NN2cfbBzoenHXSNsNx7Y+el8RWoswNm6ZVtYdLjSqyeQqA0+GYdSBQQeZsrEswBOk6qN1CseFoYM2dXUwtFIZdaAYgYM+HHAgVwehMIRtuNSBhjIkXdhkg10HRzG+4TrguG8xUFJCZQs7D1UHqo1Q2uDzt/VwqNnF2l6g0Kjsb/dItChHEkK/pWxe6XLpREvW/e7kqhvK420/nVjzVHNvUp/EJFxsCF4n3pcRuzep48ABjMeXvoysAcZ6k7r7zGPYlxGnLyM9C3C6npVUKnUcM9G4CbNY8onFHdGcM4JZ2GexxNNlzgdVfTiTyfxTe3u7E4/H/3QBX7qJZ59wnLNPObBcfPGiR1TjBct596yvUeN5wGAoFHLz+TzDw8O/o6rLbmX6c1DBuA+WhTf5HEkA7t5b7jp22Tff8FeTKzMOTWP5OEyFhR7Lxc872JM2WhWkoqgaXzKWQosLIR+wzbaIi7aD3S+snATJwRoLJALj9bAWaJyAtjh4vqngdoRNu+lmAbvBTEKKmKq3j1DG5rGycLVfRX1h/4SyNgL+oEXF8fmOJRxSZcWgzY0l6O/0+XajzzGx2F5R/Iei5Nzuk7Ft+1ddVr/64Km+jLwyeI0ScArTPXC8LyMVjFfZ68vIVoxXORdkJxcwTVTGMJGADYD2ZaQTSAZNSC6awBbDzth55TJ/FxPF92/LJc/7XEmlUn46nfYBO5VKPV8sJQCUy+WP5HK53rVr/3/23ju8squ8277XPl1dR12akTXVU2yPPS5judvYuEFsCIYQCCQhmC8vVcFgcAx7FiTBMQQZCAlg4A3FnwPGpmODe9V4XGbs6V0zo16Ouo5OXe8fa2mskdXnqByx7+vSNSOdXdY+bT/rWb/n91RdL4S4Vin1x9k83xRlFVOSXgxLLpRSaZ00cJhfRJrLMh0cpo0Q4jNZWVl3b9q0qau6urrW7Xb3oZOQf0AHRe9EdzoD3Y73deADvKFR7UQXmW0ClqLbHPuBB9HZxct5oxnBM2b/j5nfY2id3Fa0w0EJbwS296ODnI3mdwsdXNQDf4vOKibRWcZtwM1oX90wuuDrt8CZ6CYZJegg7veL4Zp6i5ovGczrWuYO+72uuOc3CU/0irgvGhjK6V4/5IuUtVTWe/uLmjOX7N5gxWNufK44PRlhouX15DdXCG9frvIoBUk3L6/bw/o+T7KysUoQ9yRdSiT6Ko5GIkXN4dxt1VleoSwFQ735HX5/WYPbU7+y2xUJ5FtWIhlPeETP6h2h/FBhq6u9tCQ6mN2EK5EXW7Enx53dvd+3rTpXiEQwkHD3xIsaIrGSxgOeI2urVTgz5k5ara6kqy92xla31bhskF3nvebL7qqKxz1KbHwu2B8L/K9/24XXZbpiuQq6MsuOHkpW7X8t9Oi7z3LndK3OCPTmWq5Ec6w//66hzpJN8cHcAm9ue0Ey4fbE+/O/n7fm5bX9x1duUHG3NxHzRTzZPXWFZ9btbn7u7R+EhHBnDPjigzmvpeJ16g+2fcgV82YH+vJaRr33VqI/S2N9nk5DO3ZsBS5Ml/feJNcEb3yePmaO2b2IrukDQMbx48dv+cEPfjBducOYKKUmbKVugttDwC1KqV+M8XgX8D2l1O2TnUsIcatS6nsjfv+uGcNHpj1whz9bnEDZ4c8KIURpWVnZQZfLlVlWVnbrjTfe2Af8bDFluKSUpbZtt0gpy9Jco3yC6rAoBk4/87fvvDYS8f+pqyD09ozM7sGjF2wpSsIVCUjEYbWlcCfiJIZcWGELMmPgtRDuBMqrUIPAwQBizRDJjQkSbt0xj0HoDUFBr4vYkgSRIh3oeBQsGYAnFZypAB+EFPT7oRLoi8LLcVivoDxTN7VZBWRnRzkzBvEhiyafoiwzTncQXK0WrWVJPG44nAM7OyziboWnyyLLG85cWaDU8x9cPnDvj15d+ncZJQ1Wk4tGn8LtVpydrYha2vkiDBy4pULtfqBRlKEDr0NGq7wgMdrdvwN+DNwC/NL4LC8KpJR5aLVPNtCxmLLKUsozI5HIGV/72tf+Zc2aNct37dr1qUQiMWsyDJNR7mL8QFkBtxu7uImO8y60vVz3iL85gbLDtHE0yg5/Vvh8vrsqKyszQ6HQw1u3br0XnVEZz3847TA37OEObJ2jqvHTlrqAalvz2HVWwhst2//O+4Pta3f85rRtFyS9/VnNFrTH4b4EhAcUkT4XIqrAnYS8OGTHwZNA5CvEyiSiIowydsvWEGQkwBUHq8ViMDNByNI36f5GFw29cCwJ+V7dUtoTgsIIrGuG9n6IemFNBnj90JnQWdLVQM6gRWdE0OxWrBoS1OXCk0mIupOEhgQv9wg6OwUH691ktrmJ97p5sC3h25b0RLoeaBRneHNDrqFQ8Z68BGcf85DX6eZ+C74G/BFYMQg5DzQKj7GJy0I3IVnIXAc8a9t2F9q5YNF0fDPuMgHbtsPGr7x0vseUKsy1nefz+f4Ui8VqkskkpaWlXxJCzNr3yhRlEhNuM+y17EguHFKBEyg7/NkghDivqqrqA42NjfHBwcFPmj/fx+L6HARs2x6EE9X47nGaPaQdhUdWnN9d1vATLLWD0sa8w5ueOxjoyQsCOy0ot6ArYNHiEUSzFAQU9HoQfRb4LQhZ2rg420IEFck4EAO30p308s5KMpQFOcrSLcGT0BOHvn5BqYJOl9Ym9wYgqnSAnYFe/j4UhvaIzuxWhcEbcrNNeWiKW7S7oLzTQ0XIRaPlwnfYTZVLMNDu5h3eJCt8CU7LDHtvyHJF8wbdiSAwaLmjfUIkV4QFB8IWT99erA7dUqGSaCOPVw95uLpDcNMDjSID2AskHmgU+fP00kyIaWHdgF7KB3gFCEopF8sEdfTKTaeUsmDeRpNavMBvTYfB39bX1z+5ZMmSHK/X+y+zfN7DTFywN5nN29XANUKI7478MX+/2vz+76karMPiZlHcQB0cJkMIISzLuicSiYjW1tZvKKUOgC7CAYqklGmf4ZJSlo+WWti23cIiyJhLKb1ZXUU/fXDTtqfqAuoQ8HDD2a/+FsU2f3eu2wcHfPCcT5EVAJGwUMEkyp0EoQClg+R6Fyo/jhoSWBFwJYEIRLrA3SrwCUi6FQKo8CTI6oVllqIwCf29kOzWDT7cReDNhR+gbc+8fnjJqwvpWqOw26OlGS/hYkvSTXmvm9Z2D7Fui2M5isMxQUFY8HBFgiOnJSgr6cqPZQb6t+zzkA/caLnjy7CSK/Nj7vaLwngeaBTigUaRjT5/76oYTxcqPMDFwIZjbla2Wywd+ZxVh8Xq6rAICkSlQKwSzH0rYjNJWwJsNT7fGJnTj1gE9x+zgnNS0axt2xF0x760vj7TrOidtm13gLaLGxgY+Hh9fX3C7/d/WAhx5iye/lXgTZONEZniCa3elFLfU0p9ZPSPOe5j5vdJNc4ODrAIvqgcHKbIezIyMi5uaGhoi8ViXxr12AHgHCnlnHafSiVGAzreMmOneTwtkVJmAzeZoB+AuoCK1/XRf6IAACAASURBVAVUb25rub/o4OnnkRQNbkU8J4HPnWDQq4jEBHR5UEkPhC0QSciPQ79AtAmSxyySCrAgMwNUtmIoH+IexetAhwvOzIQcF0T6wJMJgXyIRaEzDNvRQepRtH/xW8I6C+214PSEDpqfQbe73go8HRMUWBa+QQ+P+uDTMYtkq5t4X0/BE0eyws07vHRmKrLQGuR9vtzQQ90HzlZoWUXRcwEueibABUC2XxeHtaAzfst7LA7nJLnwgUYxsl11FF3AFUN3FTwpkJ4j1gPnDgfJwxgP5RIp5fnzMKZU4maMNuDmvTrvzV5OkRvQHSlPoJTa1dbW9t/xeNzy+/3/KYSYsDDvFPgZOvs7mqsBxw/ZYU5xAmWHRY8QIqOgoODry5cvJx6P36GU6h35uJEqPI2+MaQrFmPcsA0x0vuzfi3jLLUeO3drnb8/+1jZ3vWVSrCn3829g24O+0H1ChIZCZK+BIl2SMRdqHwFBQpyFcIFKgliUDvIeeKCYA8Uh+HaXvD7IObTHfoODAhy4tCbAc/7tHNDTlT7vK4GlBu82dBlgcsF0ZhgK/r1OIaWHZRkQEPMIh+45KUAl3kUfxmMk+0OZ/nO9vVmXh8mc2OUB4Dn0D7De1qef9vWfS3L480uKiOCppjgMFpXP4TWov/hlgp1/5eK1F4f/A5oAxCIki0BfHUB1Yv2+A1hmpfMFVJKH3AJ8OQ4mxwGLpJSZs7dqFKHGXfvBIXAPVLKjLkcU6qQUq5ET8LG8ru28/Lyeqqqqi5Du2qkHFPEFxJCjA6WP2J+TkII8YAQ4tYpHHo50/BgdnCA9L55OjhMCZfL9blly5aVHT169HXgf8bZbCfQIKX0z93IUoMJSGLjVdqbG3lSSpl2vulSyqVoe6s3NdMwdHSXNX779Ceu9aDIAFbkwv64RbNXEM4AdcyFcLkgOwHNbmh0oxrc0OyBFovEECTDoGIw2GbRHYPkEFhxgWhx0emGZLYiqeD5PjjeB1UCIi5dRBdCZ45fNWN81gc7Udwcg1vRTUFWo4OOOiBfwZpu+GKzm8rmnlJ359Kj23a7uXBIX6e4pULtvaVC7Qcy1v3DZl+mO7J2n2WdeXGY1rcMcuiWCvUYOqPdO9Lp4pYK1XRLhRqWAQx7PIPOKvcx940wNgDHhpfuR2NaW78AXDOno0oBRlbhMXUA4xFjnF4F1YKSasHaWRlcavADfxzrO0UpFWppabkzIyODYDD4DSHErHxnKqWuQeuMbzU//452whhr0rwRWDHesYQQnxVCPGq2u1oI8egUA2sHBydQdljcCCEqi4uLP9vf309PT89HlVKJsbazbTsBvIjWK6fN58JUpWfbtj0w0XYmKEnHAqNc4PHRS/fD1AVU82/O3vOYfzD7p97BzHrgP4Eej2Cby8KKulGZAvrdWN0u6HIhOjwQTCCCMSwUVhbgA1WsyFmTxJ8jaI9YDClFyKcot6BK6QYkm7rgbA9kZcNjUWhN6nbhb0d70waBIqGz0X63booQRBexrU9Aaa/F4wKeLEhy2NeT98toVn/nDh859R4Gm12IfR4qRlxeMVBYVtj4gqt+TVuDm0Kg/IFGUQSsfyHAsZqQKBvreVGoXoVqMv9XCrVPMef2cY3AnybZZjvQn4aTuEy0tGVczHfKeMW0/ZjOigsNKWUZcMi27XFXIJLJ5HcOHTq0b9myZUuFEJ+arbEopW43euPvmf+PubKklFoxkeZYKXW3UuoapZQwP9eM9Fd2cJiItAkIHBxmyN0DAwO+w4cP/1wp9dxEG5rs0IVoXWW6kMX4kovRdKdTNb4pJjpq2/aEFe7VYbH8kc9uzlzz+LVlhYdXdqIDEJeAHh/EvZAMKFTYApcgmZuEdg/JmIXIUpCl5cv0g2cQrIDi9x5FmwuCAsIhF68NCrpCLvLiFnlZOlN4WQQu64M1EZ19c6N9dI9aUJcJnxXaUeVe9GuUEQXffg/bB6AtqPh+9pAvqjL7A/lJnnsxk9+/kEFvp5udNSFRXhMSl70QIPpCgJwXA7zsKWpqa+moKHl3BW3m+kLoIPyETVdNSKytCYlVNSFRPgsvx7SQUr4dGDBa5HExjz8H5JlJX7qQPewuMxG2bYcYo5i2TjFQp+ZWCjMVjFTkJrS8Z1yUUvGenp6PHjhwAJfLdacQ8/+ec3CYLZxA2WHRIoS4dNmyZe+JRqPhaDT6mSnu9hhweRpJMLJt2+6fyobpVI1vLMX+iklu2IZOoLN07/qHy3af8V506+Z+D2y1oEPBoFdBZhLRL7D6gXawjntRB72oQRAxEAISYQi3Cy4sUqyOQU6ewrMqgXIJXshLsj+Q5GhUyyyyM6FxAI7HtMwhgdYMHwVeAqxmF0XNLgrMNbwcF/yiPMZ1bvgHMeS/M5kXKkNnm69YGcUqj+OuDapjaAnGAFquUQ34khkDQ82xrF4geEuFit5SoY7XBlUzsK8mJJYBlMQZKomTb/afN6SUy9HZ8N7JtgWwbXsIrUNfNZvjShXGXWY6QW6XlDI4k3MJwflCMJde6NXobPKkr51S6vHe3t5fL1u2LNPn8zlWaw6LlgV/w3RwmAlCCFdeXt63g8EgsVjsa0qpY1PZzzREOIBuPbugmcENe7gaPx0aIlwANJiM3ITUBVRPXUB1v/4XD+11R32u4gOn7wceAX7rhm/mwT4LhqIWCQuSEYFYqlDeBMmwhWgV0CFQfSAGINOtyErqLHPUpeiLQEHYoqXDDRnaJ/m8AVg5CMGEha8LdhxzozpdZKLdLhSQEUxwEUneN6gzwI/3CK5F4fPFPN8k6qvDE3u5Nqh+C7y2IsbTPqioCYmr0e4lGegJQBgori2J7lj/q/fu3yw37xh1+ZlATk1IlEcEq1fE6K4NqrEKsOYEMwm7EvjTNLvTPQpcI6WcysRo3jDuMVOaAAxjJgK+GWbMm9CrB7OOsbpbiy5sniq3DQ4Oxqqqqt4vhLhglobm4DCvOIGyw6JECPG3lZWVZx49erQlkUjcNc3dnwSOzMa4UoWxTJvWDXsEISNrWJCYYGQj07SB+uU5O4dKDq79r6XbzjsM7EFLUtwW1HkED0QFg0lB0qVI+hPgAysvgRrSyl1Xs4ukV5AI6IzsMQEdveCywBODDTkJirPgkB92uWGfBxpLkxwqgj3BOI35CZahXS5uBq5zgei1aA+DOOLm8tf9eMIu/pT3nX+uy/1RTS3wazP0lWj7toY4FBx289ZGF7GQYBU68K6uCQm/bdt9Sf9g0EgsLIDaoOqqDarXgNZuF0deCDChVn0OKAAO2rZ9fDo7mY52x4GFbheXMdUVnJEYf/MyIZhWsKwUjUoxV+2wfcCPJilQPAml1MHW1tZ7MjMzyc3N/fYs2sU5OMwbTqDssOgQQuQGAoGvhMNhOjo6apRSk2oJR2JuFB1SyrfN0hBTQWAmN2xDBBALWBPqB+6zbTs83R0f+ezmyMFLnnJfd/fmg8Af0JOJV9otypMw5E2S6HVjHfMgui1EXgyRC2QqEi5wK4E7DBmdkJ8DpdlQpiAzL8HhsiSHXHDED7/zwW8yYJsHfAm40tL+yaVJuEmBC9hvwU97Pbww4GZHMMGRjRF2rIjjHbzyt+d1f3xzALiqJiQEOmu8Ah2AP14ap9ujWBGzyASeRTe08ALEK+r73ceWFzHiu/uTIbE8AeehM9fzJhkycpkkeswz4VGgedKt5gkjn2ib6f5/+MN1Q0VFbe8UYuHdd6WUq4Cltm33TbrxKOLx+JcbGxvbA4HAecBfp350Dg7zy4L7wDo4nCoul+sLSqmigwcPPo82rp8JQ+g2u6dPuuUcY7LJM16ONXZxg8xjUDUeUspK9A27c4aHaCo8smI78LfX3b05BtwPbM1L0lEIRwKCwy6IekB5AC+IdgGD4M5IkIwmsXpAZenW1pkK+hKQlVD0AL8ZEjyE1iNfC1ychKZ2C28C9rQJEgdcZBx38RJwQ6vFuQnF2iVxPLmKZGmCA+5jy7OiZ7ziAzoj4Gtyc/3rPg6jl7vz0F7Nxy1FsN2Fqg2q5tqg+tOWAIPVYeH+1/f/bCDr1x84kPetzSfcW17xY+3yEagNqtbaoDoEUBOaHcuuSbgY2DBNycUJzMSoTUo5VqOJecVIQqIzvTaAG254pPucc7ZvncMM8ZQwjiNvQft9TxulVF9ra+tne3t7sSzrbiFEVmpH6OAwvziBssOiQgixqry8/JNlZWVKKfVJpWZmiWVuiE8Al0gp57z173iYsVjj2aVNFaObDCykwj4zlmuA9pkeoy6g1E+vfroZLZ25sC6geoCcXMjxQH0cwtlJun0Q9ylo8CGECxF2QQm43FqbnBGHZC/0Kp0hzSrT/27oEPygEz6NblHdacEFriQvdgh6QtCUmaR9SYJlEXh+EBKFMTa1WJwH3GmFClcmc7ojwO5GN6s6Ld7X6OJit/Z/Xs4b38cH+i38WcmTXBHWoPWjJ5bxa0IiGyAhODRosWXUU3FxTUgUD28z20gpC4Ez0A4Wp8IQUCmlPO3UR5VSvGg/aoRgRs+pbdvJiy6q61qAOuyLgMMjO1/OgB8rpV7duHFjudvt/nyqBubgsBBYMDdJB4dUkJGR8Y3y8nJ3Y2Pjj5VSr5zKsWzbbkAHXHNZdT4ZPswNOwWEgYXU2vpcoN227SkVXk7CE8BZUsr8uoB6GfiqBf/rgYYsyE4qYmFBJGkRP+5GHfDoFP0hC6sHWhUUWjCQBKtV0HlMsCYMO1xJDqCf/wg6K388B0rzFaurFGKJ4pcW7Om2aGnwUFiaJKtF8HvgE1Z/TnYyL+QFCivi5Ocn+fcVMe5eF6UH2NAr2HlPkKzaoOpp8VL7yxy1d8T17DY/1IRE3sDVv0y62kvfWhMSoi6gVF1ADdWERE5NSHjN9k8DPgVnVofFXFgCXgc8MR1961gY7+FngUsX0iQO7S4zJARu4HIh8M3kIEYulZfaoc0cI7/KQTd+mTFKqWQ4HP54f38/paWltwkhqlIxPgeHhcBC+iJycDglhBDXLlu27Ppjx44NRCKRz6XosE8C8QWUBcqbrLnIVDFL3YEFpFUuZ+b61pMwGfP7eUNe8hzwei7IHHi5AH7vhc4ExFwW5CpUtwUJF8liyO2FTgHN/eAqUfgzFefVe7ksYvFcEA6h2y+/DHT6ISsJu/06G3o6YGXA0eUJvIPwy5UJ3hruzf3H0NL6o4A/DhsH4aPNHgp+lKeGm06UHXFzFsbDuy6g4jUh4asJiffVhETVhWFW1AVONMtZEVu105/14N8/lfetzSMvezmwFKA2qOK1QXX8JT/70M1QZg2zdP8KJpA/VWzbPoDWls/IUi3VGHeZFgCliAO/V4rIKRxywDhMLAQCwLOnUO9wAqXUC/X19T+rqKjwBgKB2hSMzcFhQeAEyg6LAiGERwhR29nZSVtb25eUUqeyjHgCo+ddA1yRiuOdCjOxg5uM4WX8VB5zJphCsOeMPV9KsG27Hd3IYpnJutbXBdRrLwbUldnwYBAeD0CrX6FcFtYxP4QtVK+gIAKiDfIzBdsDelXhiC9OtDDJmkHIj0B2DM6LQ4UPuv2Qe9Tion74O6AwO8nqpXFWF8MFOTHPkHDFm/wimQM8Xuen+6CHxl2+E50SB4BfP5GtXlOokROFKNoirgcYrA6L3OqwOLs2qF6pLY7XD7zt//f3vee75wiETyCK0C20T2o+83yG6qwLqKdS9ZyOxgTJlwN7zWclVfwOXXA6r7InUw9wUoGbUpzSdZpGJRnzPUGVUpYC77NtO2UdAoeGhm7bvXt32O123yyEuDxVx3VwmE+cQNlhUWBZ1v+pqKhY29LScjCRSHwjxYffCpwupSxO8XGnjJQyC932djbons8Ml+kW+EFmxy+2H7hqdMD1YkD9IhP+x4LnIlAfgaNRAW0eXPu9MGiRb1kUexRFhy1yYmBVJvH1Co43u/D0CIhDaTckesETh/xWF8/1C15EW9MpdJB7POdHn/xqwFKNXm15N3TcS+sT2fznQa/6hRnOCnizrVttUKnaoHqkNqi6gPyzhsjEWALWhISIL6k/RwwFMvxhfwnaGzsXrU2eSw/wasCd4iB5uEZgLbpAcD7JnokTxGSYCe+8TVBNkH4dxjO5WrCqWujViFNBKdXQ19f3FY/HM2wXt2DqOxwcZooTKDukPUKIwrKysi9lZmYCfFopdSrLom/CtNl9FLhhHrNA2VPpljUTTIZrpg0RUsF1wJZUB1sAxs+3HR2kjuagCx4Mu/hNn4tkPEnUlSAWsXC1efHs9pEMCVxx6LAgrsDqdNPQb7EzafHzADwSgC3dLn7vArUuxk4fvHrEjavDonW3h/1AQ6K0oVQFBpMNbp66J0j4r3sRnwpxXk1IZJpxFAKBmpAoGf6b8UpeMmKsXRmKrrqAGm7nnQVYnvrVuz539+e6FWpHbVB1o4P0OXkdzeTtDE5R3zoBW4Gz58vzW0pZkuoVnFF0SylzZ/H4E7EOSNi2vX94LMzclx0AKWWRlPKG22+/3ev3+/srKyvXCyE+dMojdXCYZ9zzPQAHh1PF6/X+S1lZWc7evXufBH47S6fZj/68eNBL4nOGcRRIiZRkAjrQGcnuWT7PSUgpV6B1xDtn8TRPA9ejW0ufoC6gGqvDIpStGIpaeGNuqsrjrG+H0w65URUxMvthXV6SQQ+oALy0LkZJH1zUb9EahrpMuC6ZYP9LGTwWjNMXjPMPiSTXKuguSNBqhQpvGXjb/54BEBMELIUrCtkWVGz18qn3dYtDxTpoaUQ/96+iO0N2oIsthwmju/WFAWqDqg/4DTeDfE2WY4Kc2qAa3blvNqkCds9GxhW0zlxK+RRwA3DfbJxjPEwL+5Ss4AidqW1X6mRZDG+8pvNBhBHflXVqZk4zZiXqPHSjmCqAQCDA+vXrtzQ1NV1dXFx8lxDi50qpOf1ecXBIJU5G2SGtEUKcmZub++Hu7u5Ef3//x2dqBzcZtm0r27Z3AefPZWGfOdfQbGRbR2LcBhLzULToAn49m9dnNJh/Mjrok6gLqHBRkifWxLl7wMMHwhbfiENHbgI16MK1yw/1Hvx7vMQOWkQPW5wWgag7yZXowjuvC/zb/ezpcZH0JOlA4D7kpdPVm7cPd/wl9BL7mctirH1XL1f8V5Bn6z0851cUe7Sm+EG0JrcSqKoJibNqg6q9Nqj6AWpCwoUuyBvTocS27SYpZfmsPHnjYFYfOmzbnk6745mwE9gz1ms3y7iBWIqOlYteATgJ857vlVJmvnmX2UNKeS7Qatv2jIJXKWWmlPIyKeWngbuAWzBBMtoJ5vlNmzZ94tixY3XFxcX5wBdTMW4Hh/nCCZQd0hbTLvUbQ0ND1sGDB/9LKbVrDk6bAVw4B+cZxkPq7OAmIwYzs72aCVLKtUCzbdsds30u27ZDwF9LKYtGP1YXUPG6gGpUqJ4GHz/0ePjrDjc/6RccDbmI1LuhwUVPi4f8Ri9XH/EQ63ZhNbm44vEAQ+1uDv9NF+++NMxFQdgZsXiq1+Jl30BmRWdud+cg1EfhdeCfyhM89KkQ2StjrF4R54kMxQtAc21QNQJb0M9/FUBNSGTXhMRStIdvP3B0gkvsmatlfBMkv38uzmW0ytuB9XNlF2euz3eqVnfDKMVOpRjzPW7O4ZmrokWTAT4f3TRnOvv5pZSbpJQfB74GvA9YjZb5RNCrNd8GPmPb9o+//OUv7+nr6/vooUOHlGVZHxdCrEntlTg4zB2O9MIhnbl53bp1Vx47dqwL2DxH53wB+ICUcvtsLTmPItu27dY5OM/wUncps1c0eAKTRbuCuV1SfxG9jP+j8TZQqAHcPCkQzyQTbCyO81dDgls9ikoBVUqhIoIuIfAMKUgq1rgTBPMVR5LwggvWFyb5ue/pa4q44NHGbMXakMX+sGDdL3M568IwL18Q5nQLDudqqzEv4KoJCVcSMi3d2GTY0s4HZNYG1XG0/dq42LY9YF67lDkYTMDpgDjFBhVTxrbtpJRyKfp+9dJk26eAUuMGM1dE0TZts/65Ay4Ftpm6hAkxjibrgQuADehJ+zBxdLb/JeD1sSYVSqltQojvb9iw4cMHDx78BrqbpYND2uFklB3SEiGEPxgM3uP3+xkcHPyiUmo2HBPehPEw3oXOpswqxg5uToLkYWzbbpmjZfwLgT2zVaA4DnvRlmNrJ9tQoRIDLvXSUZ/6dKbibuBHbRadrRbhXhdVOz3Etvnx+JL4OyzW7bdYfcjFe/YJrjwU8/9t9JznbJ/iva/76LAE3oIk92UnOAycvTWAqg2qV7cE2BGH04DggGDJ0wFWHPSwC3iyJiTWAP21wZOajkxG22wXvhkJxNXAw7N5njF4FjhXShmYzZOYAsWU+JSPpFowrqTJBK2z3vjHXFsB2v97vG0sKeUaKeXfAF8F/g9ag+xBO7nsAX6Mzhz/t23bL0+Seb+zra2tf9myZW8VQtyQsotxcJhDnEDZIS1xuVw1y5cvrzx06NC+ZDL5nTk+/bPAbFbDI6XMQOv95oNZXcY317YSeH62zjEWRhP6e6b5vXc4oL7cEFD/Z8jDxe1ePh+G3Z0WmRFYFnaRedhHpNtNPKK4IGxhlcfFSuGJWQ0W28KwfqeXI/fmq+Pro6xCa5JVdVjkAct2+fAAxzMV1pkRtq6MUYbO2FYywr2iOixEdVicUR0W/jEHyQmZQmyWdeb5wOPGo3rOMP7ah9GFj7NJTqonb9W6m9911YKJXrsmKWV5tWBFtWC2Jjt+4D5Tj3ACKaWQUp4mpbwF+ApQA1zCG4WGR4CfAZ+1bfse27afn0pGGkAp1dba2io9Hg/BYPCbQoi51po7OJwyTqDskHYIIcp9Pt8/NzQ00NPT81Gl1FxpeIETAVdYSvmBWbRUy5tpsc2pYrLms1lglAH8yNjuzSkmwDskpVw13X1DbnU07lLfawpw+aCXf7QEv2wUNLVZJDpcxHb7OPSqX6jDSV9Pqy+e9MHFlTFKfYrz39UrlqLYf1qUvLwEvk6LwqNuzgpbvFAbVB21QXWkMMlutJf0y8CjtUEVHjWEBEza7GJYzpFyTPONDNu298zG8afAY8CsSSJS3dCnWlBWLVhSpyU2f6ob5XpRLRg9Ge0tXrMnwOSv8bSRUp4FnD3yMyelLJZSvg2QwB3olYJhP/Vm4NfAnbZt32Xb9hMznUAkk8lvHj58+LDb7V4BfPSULsTBYR4Qs2QS4OAwa/j9/p94vd739/X1/Uop9Y75GoeU8n1ofV5KLbmklKVzpf+cZBzFtm23pfiYq4Gltm0/nsrjTnMMWehitJ+eSuve6rAQx92447C6T3BOQnDahU2FlTvKOl5xJ6EwzsCyGGv8Cp9X0bjHh1CCxJVhvv9ANt4knN/s4XGgQKFSVtA4W+8fKeWNQKdt21tSfexpjCEIvMW27QdSfNwMwEpFK2cAIfAG4ZIq2PuKevPqU7VgWMLyWJ0iWi0QQMF1m6U71a+dsbq7FfgJerJ1Plp3XDVq0y60d/VLQEMqnWiEEDe63e7fZWRk9Pb29q5USs3pioSDw6ngZJQd0gohxAXl5eXvLygoiAG3zfNw/ghckUrrKimlj7kp6pkK/eYmmxKMJOCtwFx6/b4JEwztAS46lePUBZRq8KhYi0ftGnRz3zueuuy7wbbSb4fcPNzmJXYgAPt9NL/mp2WHn7Vhi/hrAX5yTxDR4FE9TR71GNo6bkUqrmuY2dCZSykr0GOdi2K6iegCsmayIjAJHk72rT5VEiFoenWcDHidIgo8bP4FKEJLbtrMZCCVXId2tPkgcDfwbt4IkgeAZ9BOFp+3bfsh27aPz4Jd4x98Pt9jq1evzvF6vf+W4mM7OMwqTqDskDYIIUR2dva3CwsLaWhouEcpdWg+x2NszR5Hd1ZLFXPe0GQC4qTWGecyYF+qs9Qz5HlgZaq02Aql1jx3lfehc3e8rlDHFer/RoW6b79f/Veh4qE2D0/s8/MgUIFuNz28X5NCvQggEGsEIlVtjXullKksELsMeHq0vnWuMQHcI8DVxpXhlDETuMRUrk0IyoSY/DOhFAml2KvU2DKKGkFJBWwUQksd6hRtdYrnU6Uzl1K6pZQbpJS3oq3cNqJbggt00Pwy2s7ts7Zt32fb9oHZ9DJXSqmBgYFPdHd3J8rKyj4khDh7ts7l4JBqnEDZIZ3468rKyvOOHTvWHo/HvzzfgwGwbXs32knhlIMS4xPrTpV/66lixhFIhQ7bHCPK7LU7nha2bceBH8D4BVbTQUpZxnjZw4Cqb3WrnytUs0LtUpxoQz2aHlK0mmCy5m9qcjETzPvyWdu2D6TieKeKsW57Ce3gkApypyG5KCU1E+P+fXpSXDrGYzEY3yVjPExR3iojCbsb7VhxBbrjYwLt1vN/gdts277Xtu3XzedgTlBK7Tl27Nh/l5SUCL/f/y3jg+/gsOBxAmWHtEAIkSWEuLuhoYG2trbPKqXmwsN4qlQAl6fgOEXMjQ/ulDHFb6nIcpYCL5tCwQWBbdsRdFZ5Uru4iTCWZQOnmpEzgXTK3tfGSaHkVI5hpEDvZpZdXmbAK3DiuZ8xRps85WBRKbYpNfN28tWC5dWCFbWKgR2KLUrxJvs/27aHmIZdnJSyXEp5M/CvaDnaZehi3Gx058v70Znjb9q2vcUcf16IRqNf3L59e6fL5boE+Mv5GoeDw3RwAmWHtMDtdn9+zZo15b29vS8rpX483+MZxctAqZSycqYHMDf86Gy3qp4hp7SMb/StN6I7eC009gFvOUWduY9Z8N5NEaeqM78KaDGSgAWD+ZysQduYnQrTcpepFpxeLVg+1mNCUCkE6wGyBKefL7jCWMMhBMVCcC7QaX7G2r9IGGu4yXTmUso8KeU1Uso7ARu4njcy7G1oG8StwO2n4liRapRSXdFo9M78/HyCweA9QohZ9cV2cEgFTqDssOARQlQtWbLktmg0ilLqE0qpz7LrZgAAIABJREFUhXbTTgKPooOKmZJvvGIXHKeyjG+W7a9BL90vqNcNTujMd6GXqKeNCbBj863dnYAYM9SZSykLgGXo1toLkeeBVaYj4bSZSC4zGiE4RwiWAC3AeI4N7UArwCD4uqHDWMOBDo6b6xQ9dYrxAvPcUlhSLRhus95vHFqGx+uXUl4kpawB7gLeBSw1D/cBT6B9kL8IHES3h6+fyvXNMff29fXtXr58eYXb7Z7vgmwHh0lxAmWHBU8gEPh6YWGht7Gx8WdKqbr5Hs9YmBvS4zMpMJrODXu+MMv4M5FgrALitm3vS/WYUsgWIGGC+umSw/w1hpkUozP3z1BnXgA8OZ9L9RNh9LWPo51UpoWRXISnsYLTALTUKXq2QJ4Q5Apt6YYQLBeCTKUIK0UHQFLxei4c2SS0u4Qp7ptQvqIUB6u0q0emub5eIF9KeZaU8sNoZ4oPojPpw5r/F4FvoqUVP7Ntu95cUzfwq2k8JXOGUirR09Pzsa6uLsrLy+8QQlTM95gcHCbCCZQdFjRCiMsDgcA7mpqawkNDQws6+2Db9nHgpunoJs2y+HRu2PNJj5Ryuo1IBoCHZmMwqcK27TBQxxvNFqaEee0SC/21M1nzaWVdjRtIyzw2F5kSZgL2rJTSNc1dMxinHkAIXADV5l8ApWhXJjsswO/SRaCbhKAS/X+P2bdUCEoADsOZzXDWiOMGhTiRAR6TOkXDdZvlUSnlcinle9Fd8m7jjTbSSWAn8EN0Ud4PbdveNXK1Rkp5NaCMBn9BopR6sqmp6Tder9ePzo47OCxYnEDZYcEihHB5PJ5vDg4O0tTU9BWlVMN8j2kKtAJvmcb2fmBB6AenQASYckAipbwEHUgu2IzrCMLAO6SUS6axT3ChymXGYGDkMv5EmKDznUxz4jCP1AM3TlVnbiZ7vRNMcM7PE5wFvNU0AjmJTeAugZvQWdvjwAG09AG0zMUFkAG7jsOfRuxqMUHXRClliZTyL4B/AW5Hy4Ey0fKZBt5oI/0t27ZfHCsQrvnwvUuVYjWQsgY2s0U4HK45fvx4xOPxvF8IUT3f43FwGA8nUHZYsAghPrR27dqzMjIyGtHLjunAS0CFlLJosg2No0B0IWp3x2JYhzsVeYmUMh/YgF5KXvCYoOlJ4NqpSDDSQS4zErOMP9WCzDPRqxzHZnFIKcO8dgNMwXnGvLaeSSwYX+vRTXGeqlMoU6RXAiAEp/dCIAhPFsIFAiqB9cBqAKVoABJZgtVL4YoLQVULMsxxizAa5hHjyZFSXiWl/DzwJXTR67D9XAfwO3SxXq0pyhvXFUVKKeIR/9/X123aPx/t4aeLUupwJBL5j7POOovs7OxvCyGceMRhQeK8MR0WJEKIvKKioruEEIRCoRqlVCq7Zs0aJsvzHDBpoIwukEuL6xrGBFxT6Rx2FfD8QtW3joVt24fRr8f6ibYzkovIQpdcjMbozCfs2Geu7TLg4bkZVcqoA1ZMwZ3FC2M3ARnGaI1VnTrx2UygJQ8AsVxwb4CSpbB9ExxDSyH2AVQLrLWwDp0FfgQ4LQ7rTWOROKCklD4p5SYp5SeAfwfew8md8p4yf7/zkc32849sthsB7xQmcNm5SxpeTET9Y7aHrxEEawRrJjnGXPOV48ePty1fvvwcIcT753swDg5j4QTKDgsSj8djV1VV5R86dKgO+MV8j2c62La9C2iaSM9rsskq3YItw9BEy/jmuuPA63M3pJTxGyaXwmTbth2ai8HMAr2mkG08MoCf27a9oPy8J8PIe14BJmvdHZzutSlFo8kMu5XicC80bIesVxWv1ymUUsSVOhFIq1xoOROO1yliwIFXoM3liq/evFl6N2+W7wG+Cvw9ekJmdXXluXbvXtOA7pT3Gdu277dt+7D5blgPFJn3W/F4YzSrPG6PL/rYT568YrzvlBiwoCauSqn+9vb2zwghKCgo+KoQInu+x+TgMBonUHZYcAghTne5XB/bv3+/6u/v/6hSKh2DSR/wvglkCgXpGmxNtIw/vLQNPJIukpKRGCu8PqOvfhNmgpBWQeQowoxjFyelLATW2LY944Ya84lt2y8BHeO1fx4pl6kWZFSLKa2McJZg7UH4/w7BhQC7oGsX7MsTlL9fcJJjQ53ORO+pU8SllKLqr+5fe931f3jPF77wr7cAnwA2ob8bFLAX+J9nnrn09p///D0/Mp3yEqOO92ydYrjle3iCyfc5wEUTddqrVfTVKuqncs1ziVLqp/v3738lHo8XA5+f7/E4OIzGCZQdFhyZmZnfDAaD7u7u7u8rpbbN93hmgm3brWh97tmjHzO+r2kZjAwzwTL+GcAVC7nifgoMAGcYH+ETGIu1BdNifCaYQEyNE0xeB6Tl5G0EXuBvRssUxpDLFDOFjpNCUOmCUBheaNeB7bA040gQ1rXCOuN0sQ60U8Z1S49f8/l/qn0HIMvKmj+jlLgKyFEKGhvLe4AHgM/Ztl1r23bdq69u7FSKSfXgJhOeO/rvUspsoBqtsU87lFLJwcHBjw0NDVFWVnabEGLMhi4ODvOFEyg7LCiEEDdUVla+VSnVD9w53+M5RR4BLh6ZBTKSi1g6ZlvHoH/UtQXQlfpPzdeAUoEJ8uuAK0c95GESfWs6YArCTnK0kFKuQ8tlFrLf9aTYtt2EdmdZN+qhvJErOHWK+jrFromOZWzilm6HyIDOxHcJQZkQ3CQE5YcVjz2qeBToW716X0RKecXVt3318yVVh//Z8kTf1nm4ag1DfndFRePhoSHfnx566Oaf3Hvvh3+1ebP9xFS7AdYITq/RFnQnrm+MCerVwNbx2sNXCzzVk9jSzTdKqS3A/RUVFZ6MjIx75ns8Dg4jcQJlhwWDEMJTUFDwTY/HQ2tr62alVNvkey1cTEDyc2CkJjTXtu0xW9imIX1oe7thrgRem05L4AXMDnTmdaTEpDDdtLsTEB2lVV4CPJemmvnRPAxcNdy6W0oZBKb9XWKahDyPltq0KEUCbQl3ZClELw2EL/vIXz54/e01tR9559t+f0e4O/fvBprLzs7J7hsM9eYkDh9buv/lVzf+9LHHrv74XXd9bu+OHRviSvHCCD3zVOg05xxJ37BXu1nl2Ae8PMEx8phaAe68MjQ09JmWlpZweXn524UQp9Ll1MEhpYj0lH86LEaEEJ9auXJlbXd395GOjo41Sqm0XeIeiZTyHKAJ3cFtKB2sm6aKCUYsdMbtTGBvOksTRmLkCcOa5GKgbZGsBAAgpSw3GUoXWjOf1hPTkUgpl6ElNB3o4stpTXCqBW6gqk5xEEAIlhTAspgrHvunL/xr72BX7mWN2zfcFA37szPyevozCkID3ozBwd7m0oZdW8/LOt5V8HRWwtPRAsE+XdTqAbqVOnVLQfN6ZaGLTq8CnrJtO2Eyzx21auF2ipwMj8fzhfXr139pz549O6PR6DlKqXE11w4Oc4WTUXZYEAghioDNLS0tdHR0fHyxBMmGAeAawLWYgmQAY//mQ2skdy2WIBnAvFYXoruiLRa5zAlMkLwCuBWduVw02LZ9BG3RWISWlLwJIfAIwVuEwFctWFItOHfEw34gt1qw4SJ3vGrJkmNXla/c83dvv/mXH+3uzv1s70DGpeGe7HyPLxwJnnZsS0HV0W/kL238yJ4/vO3riY7Sl6oSntIC2J3UmV6hFHuUolkINk7WnW8K15ZIhPKT4acv/kiyP6N0RAFgNievXqUd8Xj8azt37qx3uVxnCCE+PN/jcXCAcaqfHRzmGq/X+2/nnntu7osvvvhH4A/zPZ4UcwA4HzgdeHGexzIbLAdWonW9i43ngY+jvXIXIxcA+0a7LSwSPMDbbdv+/lgPKkVMCHYqRWS9oLkVlghtARffAgN33PFvx/tbiq/KLmk7Ixp3lTU3l2fn53eHo1GPayjmaStcfvSPsXDGE1//3q0NADUCUacYfJfgSR9cXwBL6xSv1AjW1whOr1XsQ/sun7I0qXkwIxovbb1w6FilHP5b7SSa63RAKRUWQty2fPnyX7S3t/+bEOJnSql0LzB1SHMc6YXDvCOEOHvFihWvJpPJ5PLly99+6aWXPoXO6ATMJt3oavbhbEkvejVk2Mt3uFvVsAdnP7pBwLC+dBCI8kYBUxjtJ5pvfh8yf8s1x42YfXLQ7Wij6KxwNnpyGTfnzDTjSpgxZaCzq0n0cn2ANzS8S4FVwBOL6Jq6zPZ/A+wBnlkk1zTyvSfQkpJSdDvixXBNw++904Dr0a2ROxfJNY1875UBN6Anp8NB5JjXNDTkG/zud2/dtHHDdnXpFc/mHj269NL+tsLTk1FfdtgTiQ0OZnkuvfS5OpdL7frjH9+SDIezXr/55l/vScTcOdGBTC8vbsqN7VlTcvCyZ+pDoWDBledsP/74D/7+vTklrfvOvfj5vcITj7lPO9Y++prijeXZ7oomd7I717Xz8bfEsZKFZ73jV8PZ/ZOuKXZg5aBn1cEkkJWMuk7rG8jckJvf+yB6QpDOr9NJn6dIJOK6//77HyspKTl327Zt345EIh/DwWEecQJlh3lFCCGysrKeXbdu3cXbt2//1h133HEnMLCYMlzGDq4N3Zq2YzEt4Uspq4Bzbdt+cFjzOs9DShnGYiwbHTxsAF5dZK/dcvS1daFt78Z0TUhHpJRedMCXDWy0bfvBsbYTgqwr1+4OXP6eB1bsemXDu4baC85beeaexqzS1oFIxOtqay51H9i3uqP8tOP3tT58/Z5ofzYvw9vi2o95x1K4LA5L2+DBj8PAPbqVdfJC6EhAtgV7X9STkV1As1KckCZVC3LWwF/mwW+B5R2gDkJnneLwWGOtEVwOHMzbLJsGfnnT5bHXzu7I2yxDi+kzByClzPjWt761Pjs7e4vb7VYHDx48Sym1e77H5fDni6NRdphv3unxeC7ev39/VzQatdFZCe98DypVmBt23ARYHcCHptBmN52IAg+Z/w9O0vUt3fCgX7sY8CpwtnEZSHuMNrnbtu0WY4c3lRbJ6UShbdsdRqv8/Bi+yu7bbvuP88488/XvZmT3PDDYlfePR1uLN7VHPW4F8ZaWkr3PPHPpw533/9V38rZW7379gXcfi/ZnXwG8azWUVehsKkMQC0FeAoprFf0YVwxA9UDJYe0EcyW6w97o1ujqqM52+4DWQnh5vCDZsKVW0Qi8I3DNo81oX+dm00hlUWA+X4GOjo6XmpqafhgOh11CiFohxKL43DmkJ4vpi9EhzRBCBHJzc78eDofp7u6+QynVZTqj5U26c/pQaNt2B4AJlrcDb53fIaUGKeUNQOawpZixhVtMk4C8EVlWhZbOrJ3H8aQEM3m7kpNrVBbNBFVKWczJDX3agA9KKTOllGuklB8Avpqd3f/hm2769cA51zy+PyO/e7CwsOOlxvbix3/++xvlD+69dd+BLRd56+K+v6+DqiG4BXgM2JcDzzQo6i4EVzF418D3lGKHOVcrEGuFEgHJQaio1DUXzwKvjRxnnaLvCcVudNC9Eh0wj0utIiKlrASKrKzBA7WKuPnsDQ3bxS0CitErHESj0Tuam5t7gsHgW4Eb53dYDn/OOIGyw7zhdrtvq6qqqszIyNgD3DvioZZxur6lFca/tXXUn18FCqWUFWPskjYYOckydPZsJO1SyrSf6Jjrax/+3QQkzwIXjdciOY04D2gaaQdn7NMWvNfuZJiW8ZFhiYzJUJ6G9on+MVADXIzRyEZ6c5uObb2gDrj92T/8xa9ix5fXtzdVXH0WNC2HXd2wYxCWJqC/AS7u0+/57E2C5Ttg6VEoXA1lNW+0sl4KLO2A8h7o8EL8DKi4ELIm8E8e1vtOaIVmsuLXAw+PkgB184bGN20xE7jE8LUppdoBuWTJEoLB4LeEEItiIueQfjiBssO8IISoKCoquiMajRIKhT6qlDqhSTZBSVov45ubWnK01tr8/mvS+MZmgo8bgD/atn3Szd1cX9J4vaYlJhBOjNYjGy1oCO3ykZaYazuLsdsdL4ZlfC86w1oupbwJ+Bfgc0AlUIIuLGtGfwbvfPabn7hr/6NvfdK27d5LQV0LoXPhCT+EX4KeOHij4MqASAKqYjrrm98OySG4LhtawzDwHLxtteAC4Dgw+G547K+gPaS4P6R14G+pFm8056kW5FWLE4WFg8DOWjVxoIwuutti2/ZJ7a5t21aJUH7PZ9bsXX3Kz978cmL1bZhkMvmfDQ0NhyorK6ssy/rkfA3M4c8bJ1B2mBdcLte/L1261F9fX/9rpdSbbtpmGT+dM5MeYEzPZNu2m4Em0xQhHclGeyYfHOfxJG9U4qcjRbZtt4/z2K95wxUiHckA7rNtOzz6gRHL+P4377bwkVIWoZfobwds9GSu0DzcDvwE+MGTT14uN2+2OzZvtofqFEN1ivoawbJ8CO+Dx+oUB3fC6VXwqSo4NxO+mwXhpRDqh6FWiAhI5EG9F8KPwQcbIbgE1q+GFUBVJ6w8BtdU6yYgLuC3W6ByhIdyKdrjmXsg+55JJs7mNSmEExKPk+j75icCajCz6vNXPnWSlrdacFa10OdZyJgVnJbRf1dKxTo7Oz8Wj8fJz8//ohCiZB6G5/BnjhMoO8w5QogL3W73+3bs2BEJh8M1E2zabG5+6UjuJC4CXuAaKeWEusSFhlkezWOClrnprDM3+tbRcpkTmIy5S0r5trkbVWqQUi4BLjOt1cfEtu0u0ui1k1LmSSmvllJ+HvgacDWckEH0oTPndwP/bNv2d4FtV1759LCsZqBaULxBUP0LWNUJnkNwsRCcL2C1G1ZFwWeBfw+U74UhAatL4BOnwfIsCERhDbDOB0P14BqEiy6EthbobdLdOE8HmuoUPWjtbS9AnWLvFugvEdy8TNut9U5yqRcBFeO5rtQqerI/9MMX/Vc8PVqe0IW2bFuwmO+UyHjXppR6ZO/evQ9Ho9Es9AqBg8Oc4gTKDnOKEMLKzs7+dmVlJeFw+D+UUqM1ricYkeFKq+yklLKESTqd2bbdiV6mPW9OBpU6zgXOmIJ9X2u6LeMbfWt0CtfWDCxNJx29kQLdiG6nPBntUsr8yTebH6SU2VLKK6SUtwF3oQvthuUwYXSTmHv6vnPrF7o3243dm+2jwwWn6GLTG6/I6RFVcNk+uHQQNjbA0CNwbjv41sO5Z8JLfojnQ30J3JgLQQVLi8ElIHYA/B1wUQLKl0NXEXgEtJWDqwDeGoHKTrgsAoeAfQBK0a50wEyN4Jz36VWXgyXgunCCyYmUsgAdcE/Y0MfozAtG/q1OcbxuhCXdAsXPJKs08Xi8xrKs+LJlyz4khNg4R+NycACcQNlhjhFCvH/FihUbu7q62oCvTGGXGGnUQdIEW2qKPtBPAueky1K3sbU7F3hqsm1NYBJJl2szeNGB1oQYXfYfgevTyC7ufKDNtu2jk204Qme+YO4PxrHiEinlp4CvAu9Fu5AItEXhXuDrwG22bf/Ytu09iZayIaB+pPbXtu1GlaTrvLO3XbcSmpbqphuD6IK4rRdAdiGcnYRLMuGF0yFYDBkZsNQF7/ZD2XZojMD5FRDIhGgCMjrh8gJYtRT+R8FrXih0wU4ftNUpOgBqBMtrxAlnkdYiaG1V7ATqmXhiXQ1sNTZ+k9GSThNUkwRJjq51GI1Sat/g4OB/FhYWiqysrG87dnEOc8mC+SJ0WPwIIbJLS0u/GovF6OzsvE0p1T/ZPrZtD5FehW/FI90EJsJc2//wRpeqhc4lwCu2bQ9OZWPbtkOkiZOCCQp9UwxGsG37MLobYe6sDiy1PD2NbRPMs85cSpkhpbxISvkJtKzib9D2fALtELEN7ZZzN3CPbduvDQdc1YKzt0BVreL46OMKiz8GNm7LX/3OhxqKICcP1gShbQX0HoG8Q1DWANfsg+uGoLcH6IfwGZCVhJxlULoRNq2Bpzrg2UL4XRx2JuCRRlgSgmcF9ORBYwL+qURwRY2gFB3wDtu4NQ8H8HWKHiPNGI/XgG2mFfaqiZ4zI1+IpJGkKwc9UZmUWCwm6+vrQ8uWLbsQePfsDsvB4Q2cQPnPgAU0+/68ZVnFx48ff0Updd809utIhyyJ0bdOKUgexuh5Nxp/1IXOLmDrNPdpNs/LQqeAyXWio3kR8BuN5YLFFErtMBOXKWHel3MuvzDBcbWU8mPo4PiD6EYdFjp4fx34IfBp27a/gw4ix+rkWQ80jHWOezfbYSsQ/n/snXd4XGeZ9n/vFM2o914s9xKXON3pIQFCKAE2VmBhQ/tYlmVZUJa27MLx+y0LLCyrXT5YCFl6CcgLLJAlxQkpJLbTXeLeJVmyLFldGklT3u+P5x1pLKtrJMtm7us6l62Z08+Zc+73ee7nfv4ztaA5ZTvsaYI2A3l98JVOuLEXgm54NQXqeyDZB5lt8GA+HG6DIgUrOiCvEy57K9zjhrf3Q1o2VHbBvdvFik4BR3vhwSyRFtyE+DB3VSvcwHXVinGlO1prj9b6ncApS4BPjHVMsbhQBqg2mqwm2+3SGNPR2tr6mZ6eHnw+31eUUhdKgCGBCxwJonwRI8Z38rxfZ6XUoqSkpHtbW1vp6ur6iDFm0q2AL4Q0vrVDC06UQhwDB4A3zqdUdyy01i6t9duBpqm2Fo/Rmc9b+YzdNzWNYwsD65nHOnPr5f12JvDoHQOnLcmeVYxCjt8LrEHcIiLIAO2HiKzim47jPGezMSDZmHOisdsMHdvMua4zr1eUZsJnWr/02bf1vXLpP92Q33xPMxwaAHLhKR8UeuC6Urg1D3wnYW8IetbCZ16BnB5I64GGE5DeAaWnIa0BKpKk/fTSfDj5N7Kp1FRIa4fD9UJuGxBrwauAzyJEvmmCU7MB6LGdIakx9NSYiaVBFqfttZ/PyB9pBzcRjDHfq6ur2+lyuSrcbvenZmvHEkggFvPyxZzAzKGUehvwj0qpLyEP5vOKlJSUmnXr1vnC4fBPjTHPTXX5CyBK4gfGc7kYE47j1CMv0qvjukfxw2UIkZxuUdAg87vr26TlMqPgSeDyedxk5TWIvnXK185G+oKzkca3muNrtdYfZXRyvBexc/uE4zhfdxxn60jJT0yDigkHOEqhlCLVD2YRPPIqdB4JpD6/7h21jYtUxH8JVBXBsnLwZoDrDPgOQ1OlaIcz2qGgD0oHRXucsRRC+cBuGAzCjstgURDaD8Cr34U2H5xYAleWwK0eSKsxPFsjxP0w8LsaQ0ONwYy1v1rrVMTv+smpn92hQVx4Hg++CxnHXWYsGGPC4XD4YxUVFRQUFHxaKVU+8VIJJDAzzMsfUQLTh1IqXSn1QcBvjPk88E2gWClVcx736TXl5eVvaW5uDoRCoU/PYFVNcxHhmipsNNk7AyIJ0vVt3kVdbRT/Sqb5woYhLXbKfCx8m45cJhbWj3g7QkjnFbTW5Yh84uXprsO6s+ROOOPk9idda32D1vpjDMsqVnMuOf6k4zj/4TjOMxNYLKYxieJLiwXA2u2wYT+sToYrSnet3dFwrLK4eM3uNZ1QcQLWZEBGCLqOQmcO9A/CPR5oTAGfH9KKIVwExUnQ0gOXZMGaCJRG4HuXwGAF5OTCXQMQOgGPeOHB1XBqg0IB1BjO1Bh2TGJ/84FnRlr5VaspBQtCzEM/c5vBOacZ02RhjHmqrq7u1xUVFf7k5OSvxXn3EkjgHCSI8kUEq0X+O+AxY8wDAMaYBuDjwLrzYaujlPJkZGR8Iz09ncbGxi8aY05Od10xHfvmW3QyC5iwMHE82AYrr8xDW64CYIclTDNBG9IZbd4g5oU9HVlCLF4CdszDgUAEeGCyGtBxcGq6OnPrc3yL1vrvELeKdwOrkHdPVFbxIyRyHCXHE/6W7LVzj0W2lKJYKW5XSmzXjOE48Fw29ObC/g44GIZ3dD57bclgX/LdIXgbsDQI/gj0eKDVDysLYE8ITqdAKB0yXeDOBG8THN4DD3dDMBdeDkG9C/a64GgJvPQCeB4Gtc0QdMHdCl5frSioVlxZrVgJUK3IrVYyOK5WFChFklJc9sEP3p8FdDiOszP2mKxjxpVR54xqRU6Mi8Y5cBynt//ZDYur1bx7z2cBU5JcjEQgELi3qalpoLy8fKNS6ro47VcCCYyK+fYDSmCaUEq5gUqgO9abWCnlMcYMAt/F+nnOMT5ojFm5Z8+eulAo9K9xWF8AaSM7L2CjyZ44kC2QY3uH1jpvwjnnADaa3OM4zrj+rZPBVNL4SuAdrwjVzuNWSt2llJpuU5o0pCHDjGCPrQ5483xJdWutLwP8kyGdEyHGSWFSGQ+tdYHW+vVa608D/wK8A1jGsFvFLsTt5e+srOLZCSLHo6FgtO6JSpGqFJcDUfeSBQA3K0pvg3d2w21BWH8a8vbD7pb23DMtjaUDLu9A2yLAC2lpEFkMRSmwfgdkBOH2AQinQEoq7DkNR9LgilJpi32qF65vhrsfgaYA9O2BNcmwELGe4xQ8tEwGBQaxoeurVixGtO0llsiufg8kud2h3pKSxtsZbpoyhBrDYI3hkZphX+RyGL8gsP+JW9L9Nz+xZorndtagtU5Bniljyk4mA2PM8ZMnT361tbUV4D+UUvPid5fAxYnEzXWRwBgTRkbpQ21AlVLKGBMlcGHsg3uuXDCUUtmFhYX/7Ha7CQQC9xpj+ideanzYwhY1j4rDCh3HmbLWbjTY6NhW4LXxWF8c8AYgbhrA2DT+aPdgzGc3AW8GLo8pSB363g7+DCIrWssEzV1Gg81KBKeb/h2JmIHSVfFY30xgycgGpPtcvDDAGDpzrbXSWpdrrd+itf488E9IAWG0CcggIv/4L4Qcf9NxnG2TtRkcZXvjyWX6gS5jaAM6y8BXrSjJg5uywVMEa9PhjixI74N1bbBhsN/feeW12wc7UnuejEBPEuTlQksa7MyAG3ywwA3NHjmfz/ZCpB/8LvBfCj9fC7vWQWkZJDfBtdmwvggWflzIMsfAc0rqF1prDIcQ0twFvFBjqNsOeduh+QeGns8yuN4HAAAgAElEQVR97p+Ny0UyIkMZFzWGnTUSKR97nqD3Of/NT5+cR1m4JIhPA5RwOPzljo6Ok4sXL75cKfWeeKwzgQRGQ4IoX1xYClymlLrJEowMpZRHKbUSudaLlFKVzJHtk9/v/0J5eXl2KBR6BvhVHFd9XqyrRsK2144nGQGJtqVorRdNOOcsQmu9ANFJ7p7sMpMcgJ3SWhdZohu7rNsYY5RSDlBojPkVQiberJS6VSnlii5jjAkppf4Mibr9xhgTmcbgLxU7cIwj/ghcqrVOnnDO2cXNwMuO40zV7m5MWJ25PyovsU4oy7XWdwNfBP4R6fwXjYQGEPu8byPk+D7HcV6IcauYFqID5LEyOMYQNkJGuQqCb5aB2eJy6MsEn4J8A2VpcLMXyj3Q7464fcfrynrTlx68tBWSw2B8UNoF10YgOx0G3FAUgL4wXOWF1emwux+29kOvD473gacAsoOQXwKHV0CwC4qrFYvChpcflmI+Uy1a5XKgv0bIPMjzrMMe2+uA/51pxDUW1lnivGep7PG54iAFAsAY0xuJRD7t8/koKir6ilIqIx7rTSCBkZgvUbkE4gBjzMtKqXXAvcAdiG1SF+LIUIS8vCJAu1LqX4H/MsZMK6ozEZRSqyorK/+qtbXVXHfddT/fsGFDFnFIc4OkgrXWEa31pBtExBtWchGNcMcNjuMYrfVmzmMjCysfuAP43VReaiPJbyys52kJ4M/Kylr95S9/+Ux/f/9TxphBS4LDSqk1yDNpv13fQaXUaiRqXK+UWoBkRloQW7aHjTEv2eUnvZ8xxZdxiSZH4ThOu9b6VeS3NmZr9tmE9ab1AS/OwuoDwK22SHAt5zbK6QJ2II1ADsZJjjQS2ZN1KLlWorIZNYZT1Yq1eyF/EB5Jhb4+eH0SLE4VCcbgseMLk9Zd9XyWK6PTPdCV2XcMfC5I7YVgJ6TkSAS5NQl6XTCYAu1tUJgJ6fnQ0QsPtUPuAOy6FDrbYDES1c+tVgSRe3YAWFhj2Bq7n9fI8zmANCP5neM4p6sVuYCJIdMzxSmt9UzcXeKBAsdxGuO8zp81NDR8bMmSJVe2trZ+DvhknNefQAIJonyxwMosjDHm+8D3lVLvRkjxncAR5AWWhHRBuhp5kH9aKbVpPIIz3X1xu93/npaW5gqFQvs2bNiwFlijtd6LSAt2zpRgOo5zRmtdAsT7wTtZZDCNlP9k4DhOl3UIuMJxnNkgPBMhBXjMcZwJmxsopZKR4qwc5JwcAfaPIrN5MxJJa+3u7nZ7PJ4lwHKl1GZjTFS6sgrRfdbFLLcLOGg/UwjhSAeOIoSMqZBki8JZeGED4DjOM1rrPK21N96DqEnCDzwar23b4tK1wDpgOaLrHkSeLSAWXzuRa3EsnpHQUfYlhUk0hdkgmt/rlkB9HnS9R7HuObjaC5/Mgf5O2JYO5RmQ3A5nBsCTZlypzbvXnFySNJDfAaknobsXBrPBeMAXgYaIEODL02FfAFavBF8B9LTArgi0FMCiZDiYAlkeaByEeuBZ4Haki+NeYMNbFQub4dA2M3SfZ7oKmtcGjy3wfeEH762NfoYMCuNClG1wYVBrHa96iilhpu4yY8FmoT7S1dX1fEpKyseUUvcZYw7HezsJ/GkjQZQvEkTJrk1hh40xP7F/HzfGbB0x+69sAdQ7EGJyIs6780aXy/Xaw4cPd91zzz1fR9rO+pEOW5cgzhUvAtuY2cv1lNa6yHGcUxPPGj/YgrSBeKUQx0AncKfWen88CrImC0tG1jqOM/KeGQt3AMUIQfYA/4wUjd6rlPIZYwaUUncAmcaYoWLOv/qrv8q8//77PxyJRD4CfN5+nAQsNca0Rwd+CCGrMMa8ateLUmoFsNIY871pRJNnQy4zErnArcAvZnk7Z0FrvQS40nGcB2awDoW1UrPTSI16AKmFeAZxQ5nL314SkyDK2wyRDYqjORKhXe0G44VFAdh6BtZUwBvckNkO4T7IXgmDLWC8fak5YXconFV4KuxpLlJBcOVDWwRCZyCrF9yp0FQCTf2wLgteboQNRZDkhbqjcKYCLtkCy0qg5RK5/t7d0DsI2ZdLRuXFHvltd8Tsck/yGx+scGd1Pl+tSAXyawxHZ+H8Bew5nFOiHJN9m5XtGmNeUEr9IDU19b02U/rW2dhOAn+6SGiULwDYCn9f7N9jzWuL+qLzLUcieUSrgq07BsaYFuSFnh7nfU3Kzs7++vLly+nv73fuu+++byPpsO8jkUGQiOWNwKcBrbW+YzpOD5aoDp6HQpVk4lSQMhYsOX4ZOU9ziVtg7EYIsVBKvRfRVH7LGPOQMeYXwFNYb1tLkhcjkeIHlFIuO3mLi4u7S0pKXkYkFFE0AtmxemQkXZ0es8184E1Ajd3GVCUXrjmI9B4EMuZSZ24lF68H/jCNZf1a68u01u8BvgL8PaI3jpLkIBI1/hHwKWRgM6ck2V4792QGp9UKtc1w0iW/Ue8+yFHASriyEnLC4AtAWzK4iyX6m18Bbg9k94e8qSkVJ3xJnmBGN3gOQXobeNqg4BQsdUFJGNJTILcXssPQkQRb8+CnL8LvCmHHSvAmSfFeX42h8XHYskyeGVcAXY8ZTm0z9FcrUqsVy7xrdr3GldrncWV2v4jIZlJGHk+14tZqxZAGd4OicoOa2rPbytT858GZJX+2JR9Lly7VaWlp/cuXL7+zsrJy42xuK4E/PSQiyvMYltT+GZLW/nOl1C+BB40xR2IibuMhh2FyCgiRjkadmQXpgMvl+ttFixYtPHLkyGHElQDbiGM7sN0S4msQ/V4e4q17JxI9PWLne2kKdlEdiC9nvLR848K+ZJLmKH35IvBnWmv/TIugJgPbLasY2DLRvEqptcAHgA/be8qLRH+/xdkD8AhS/V9ujNlrl1WO40QeeOCBzhGDvuNIxHANQsxArmuRXc5l1zVgjJmOdCI3Xg4l48HqzP8XeKvW+jtzdK9cDdRN5vhs1LgIOc+rkSLgkeSpA5G97AL2jxxc2DT+XMpLJiWXqVCsvw2Wb1DUrYHlYegpgqpeSOsCfx9kucCXLWTX3QKuNhgsg+4IJA8EUlLaW/JdofL6ga5ji0I+SDstRZ+hAehLg0IFGX3QOQCHk+CxYmgZhBXvh9xDkN4Pradg31IIVSsu+SR0++DRdvC8ZAtIbeOQcmCByuhc6crqeMBxnDAObZz7LHMDO2rMcDTdDSku6Gbq6ESeu3OiVdZaZzJLEjWA2traFOA1X/jCF269//77d3V0dFzV2dn5daXUr2McnxJIYEZIRJTnKZRSFYi27WVjzLeRqvKFwB+UUuUxUovxqv0DwLuVUrnWGcAPQ2R5IRKtm9CGaAr7XFhSUuL09fXR0dHxUWPMOS9Rx3FaHcd50B7PV5EUbrS71mLgXcC/aq0/qrW+ZiIHARth6ptDp4GiuSqIsQTrd0DSHDWzWAa8OMkOg1cAWVYSgTEmaCU/3caYzpj5TiLSns22MG8o63HgwIFVixcv/kbMvPVI1PL2mM8WM1zcF0GyEP8S/dJ6KY8sKjsHtiVw50TzxQuW1D2GaHrnAu2ME022UeN1Wut3IfKYTcggfDnyHjBIAeJvgC8An3Ec56eO4+wegwx3IVHSWcd4cplqxeJq21QEoB4Ge6XoLu8M1PfDW1rA9wLs3w7eekgyMNAB4ZMQjoCpkMK9Ip/tYtdcXxEJZ3Z4Iq6QSoZgAQS90JkBTS5oMOBth85jcGUEiq+QQd3NEXhdP2QXwYNvFrKbAngqYdUiWH0Krs+Hu6zzxaXAne7ixi2espM/2PRPnxvV495KMW7nbKkGV4L7chnUTgm2gNXYDMSswj6zot7ZcUVtbW16bW3t24AvIVnTlHe/+907Tp482VpcXFzkcrk+HO9tJvCnCxXnOq4E4gSl1F8DtcaY1pjPXIgFlQ/4S2PMmK1poxFnpdQngBJjzL0x370diSZ9wxgTt9G+Uur+goKC/9PT0/NIb2/v7RMvIbAP7dVIVCzqfBBFCOne9RJSBHhOZNU+kLMcx4mLq8Y4+5kHdM2wVfV0tvt2YI/jOLPWMCYaZXQcp2mieW0B3++BBuD9SEQyanv1SkxxXnR+F2IVdgmS2n8Q0blmbdq0aTeSmo31//4+4CADuduMMT+1n78L8Bljvmf/vhGJjingcWPMWWRixPFlAt2zrCsfbbvrEQeIqTbUmMo2rkbs4IIxn0WvxyWI9GUxEpmMRR8yUN6N3F9TilBqrdMQrf6sRZWt5CIvNlJuiWZajaG7WrGoBzpflUhtH5B+DeQ9Dn/WCzlp8KY0ONYH3gCsLIceBdmnIasPvClADkS6IeKBJBeYFOhuSBpwezGu0KBf5YO7FUKZ0J0MATd0N8Or5TBYBA0vwTM3Q7AXSp6G3sugtRBW9UDvq/DUvdC8G1I7oWwQ0v2SNfN4V+7NSnnr/7xT+YLfGS9jVK3w14hUw4XYGkaQ52K4xkyPhGqtS2aroDVmG14gOZ42hbW1tdmIz/yNDLfnDiHvxUfvvvvuGwsKCn7d2dnZPjAwsDSe77cE/nSRIMrzDJZUFAIPAG8wxgTsZ8YS3wyEoGwB/t5aaI0pw7BR5P9FononkIfLAeCn03ALGG+/1xcUFLx05syZcDgcvsQYc3Dipc6FLSa7FIlYRv2fo4iS5peB3bHkQ2udgxChWXlpW8lFwVwXDtpt5wN3A9+ZDZJu/U3fB/zEcZzARPMDKKU6kehvLeJp3YxEGN8D/LsxZucoy/wL8FHEN/YQcI8x5ogdgHTGXjul1GuRwqNnkW6TYaXUb4APGGNalVLXApcB9xljgkqpe5CB5WgDKTeQ6TjOnMhzRmz7GsTS7KFZWn8FUjj4Y0TLvRIhxisYvf6gDngV+R0dncnAYS7Oq9a6eOTgrVpRGYGiR8GTJdKQoggsV/CSH9ash6ea4DMBKD8NbwlATxqkt0N2MnQsgfRWUG3SOMRdAeYYqDwwAcAP4WZQxSv3kHSquCfcntPvhrQB6O+Gl66GQy3Q3gnpGfCMgeWLJXtQflqyfk8VQHMEKvbCiS2Gk9UKP5KxSULu/b6Uux94F8bl/+df3P3tmGPLBopqDPtGnotqRSXSUj4I9NYYpvWMBbg3vWeV77pnzZcefv0524kX4lloXVtbm49o8K9leMA3iNREbKmqquqEoXqeLbm5ubd2dXV9a2Bg4K/jsf0E/rSR0CjPM1jy2qSUakVSoz+JElrbkaxLKfUB4GfAcWvv1h1LlmOiyS5jTL9S6k2IJlEBfcaYuJI9pZRKT0//ZllZmWpvb/9GKBSa9gPcduvaCmzVWqcjZOgyJEXsQWyq1gERrfUBxPZuh+M4bbNsF5d/PkgygOM4LVrrw8D1TKNYaxK4GmieLEm2UEAZMoD77dCHIq/4vlLqZmNMV8znmciA7SngNuAvgKeVUs6mTZu+ixSWDmVPjDFn6aSVUn8HfI9hveM/AZ+Ikfd0Iq4Co7kFFEwmUj5LeAl4z2iEb6awcqN3IsTpc1gt9wh0I1HjvcDeODchCWut3bNlOTaWvrXGcNyj6M+AN10LDXvh0CDc4IbVi+HGA3BVhnz2Rj/gh8IB8NRDeAmkDoA6I5+rDAiHQKUhJ7FLyLIrCK72hvLwuhX7UjtfvDJQaFyeeuhWkNoDr+mDPe1SQ5C8Ef6wRxqtVBbIal4GvJfAsuvBvURx4xrwVUIT8ry6wbt6d7t3xcEM053+HYDNEiUvRK7XWb/DasVKoKXGcLxaxcehyPSk9ShvUM3itcsnDtrk2traUqRD6BXIMwfk/DwBPF5VVXWWI5B971Wnp6fvSEtL+0ul1H9G5WEJJDBdJIjyPIRSKhUZLV+jlHoomj6KFicYYzYrpW5G0t5bkMYLQxHlmA5m0WjRgDFmNhsgbCwrK9tw6tSptmAwqOO1UpsKfgp4ypLm9QyTZhcSPVsJvFNrfQLYbQvSdsTTz9XqW8dM688RnkaOO66w6fPLERI6FbQiRZl7YKjw1BhjvqGU+r/AXdF12oyIg0R/nwZ+r5T6IfBx4BubNm0Kbtq06Rda6+RYsh4z4CsElgA/t3/nIpG52IjpQ8CtSqkmY8zQOmy0+rylXx3HCWqtn0es1mZElK0t4WLkPlhhpzIg1jc2ZP/ei3j31s+mt7EdxM3WAFUhxPMc+EGlQ+QI3HgN/PT78OxCKHbD4Vy4qR2W9IA/G1xhCEXAUyErcwWQEVUQ1AC4BiHiQ7QbStarMiDi7s444+lJS04tr8vcV1fZWQTHFeR2Q3IaFC4D1wKo7IB9rwIR2JYqUevXroLQPvAqcF8F61NEFrI7C27ohoHUu37VAfyq89/uLf/Kv5G6EJrPyPPtKBCpVpTUmKFz2gP0Vyt8QGaNmXkhXo2hTuuX3IiG/hztfrWiDPDVGI5Mdd02++aeSXavtrZ2EUKQ18Z83A08DjxZVVU15qDeGLPb5/Pdv3bt2g+1tLR8Qyl1S7x7BSTwp4UEUZ6HMMb0KqX+iBTV/BZ4NPpd1DfWGPMRpdSdwIeVUttj9Zk2evd+YK8x5pF4SixGQimVkpaW9jW/38/+/fs/M55OdCawpPlp4GlLXNcgpHkVIidZYCc/0Ky13omkmPfHoXufhxFRnrmG4zh9WutdWuv1juO8EsdV5wEPTsOruQchYi4YdlOx3x0C3qSU+q3V2P8r8KQx5oAlzW4rzXifUqoZuPGLX/zis5/97GdbOfs8u5CmC38DPGeMOWk/X4BIPTwwlGkZtHWtqdF12Be2Z6415aNgNzHR8snC2h4uQojxcqCSs3XGLuRcNyDXYj9w6Dwcb3O8u75ZfWt4NJJfrdjwQQg3QvMWOPCkIXxCsbAHlh2GjBy43AN+P/gM+MLgLgSVC5EgqAiooBQvqiQw7aBaEMaYBiiIZEijEW//0cUDnryWYC/U90BKLqQmCbE8nASeo8AOGLhGCiEHtsFNKVDhgbpsOFQPN22AV4/K9Yl44PaSZQf2hb/3nkty6yobMqEhTTbbfEB0tumIBnnod1BjqLfHXYpkXuJynm1GIKy1ThrlnulFagSmg6Lp6J9ra2sV8jy/HZGpRNEOPAI8W1VVNal7e3Bw8B9OnTr1zqKiopuOHDnyFqRINYEEpoUEUZ6nMMZ8Syn1F8AmpdRhY8xR+3nEEoMQUIW4RpQAHTHNF3yIF+r3lFJbZpMoA58Aynbu3LkjWmQ127Da5KjdnA+JrK1jOPpQhHS2uhEIaa0PIZHPPUDTVCJsMdGROS0CGwdrtdbtjuMcn+mKbHq0b5oEpxF5wcdWz0dTo02IbjlK6tzEaM2tpjhqUfhl4G8HBwfLgLYPfehDnvvuuy+aOQkrpZYhZPmJmO0EkZd49oh96kEizVEUnkfJxRCsXVyr1jqqAx810mb1+YsQkrAUGRCMLMADGSS4kKjxb+eyIc1osISLOKfxc0Za3Vl3CxfyfCs4CKeWw/LXKYougdDzcp+UeyA7XQrzGvaByof8VKAblA9UJ5gQKFu4R5KsVEXA9IDJhUgKhFvBExjwu9uaioML8k8XZrcU9PvA0w5NJ+G5bnhjJRyugrUPw+FlkPU62OmHRhecLIakPgj8DJ68F9IikHnKHdrStv7l17L9moEC+EMpnNpo6AXYKkQ461ohqee4fNQYTiIuMvFEAOmoeRYBrTFMqzDa1oqMOSi0ZD+rxkgmCqC2ttaFZLVuRzIkUZxCCPLzVVVVU7qvjDFn3G7351JTU/8D+JpS6mFjzEwDJgn8iSJBlOc3/gJ5GX5IKfXPUc2nMSZkSfFWpVQtErG7w5JolzHmtFLqOmPModncOaVUeWlp6d+Hw2F6eno+FtvsZK5go8U7gZ220n8hUgx4KaL58zAs0bgL6NBa78NG4BzHmcgybF6QLRgiJNuB67XWdTMsxFJIEdhOpheh2o9UnxcBp0bYFLYjL9+emL+jMgkPZ7+UcxFZy8lYnXmM5n4j0GqMOaGU8lpNcjPyMl4AQ7+HbCRK2GGPb1b9W6cKx3EGtdangOuAJ+35z0akFEvsVMrwYCMWpxE/9OhkgHuAX09RVz6baEGyEzPuemjlMqMRtSXI/fZEANbvBM9V0JUtcpMdydLoo/QwRFLBnwLLssHjBVcf4AcTFKKMQkbSHlBeMAUQGQC1FIxPvvYUg8cD/dmosG/hUf/ggC/Q3ZV5PAzhN8Fd3dCVAx2Z4K2AGwOQWwHb86CvCRa9Cvu/anhmsyIPKHZBhnn9w2lJpwuLfCcW/jJFnk+dQG+1GpIStSLdUtuZAztD+0zxxmOQE7WwnCCj0Y61i6utrfUixXmvQ+6dKI4jBPmVqqqqaUsmIpHItwKBwF+tWbNm5d69ez9OjK1kAglMBQmiPI9hG4toRN+5zaayI5ZEREnSt4D3wpCmM2KXHZck2zT5W4FfTVe/lZyc/K9lZWX+Xbt2/dpqT88rbKT4qNb6GFL0ZhDbuVV2SkGak2ywE1rrJoT0HURsvIaic1rrXOaokclk4TjOAa31FUjkpW4Gq1qOyBKmW/X+MHIO1yMFSj6GU7UKOG6MibqStAM3AD82xgzCWR0kXwOEjDGHlFJq06ZNp//hH/6hwA72rkIGPn9vlwnaf08rpV5BusdFUQQUGmP6YvZhrpphTAjrLHIC+Gut9VqEFGeNMXsTIqk4hEgpziKNWus/B56cRyQ5GjXv1lqn2ILcaWECucwOIB9IbYVQOpQOQmEYUp6Ft7ZBWSYsD4HfC648SAoCaeCKgOkGVxJQBCoAJhtIAjMApIArDUwWuPYgJDoVIukQSY24zzSeLFXLlxxSha9c9kTQuJamAW7YfAJWNMDqFfD7J0Gthbo0SPXCdVmQpRV3VYBJgxfe5R2MfLDyxI0LHnzTD0phG5IJy0TI8WIgu8awH2iuVizYqgjWGKZ9LqsVxUh3wHEJt+M4p+OkM/fD+PtbY+irra1VtbW8EekCGltnsA95rhyYCUGOwmauPh4MBh8pLS39vFLqh/EuZE/gTwMJojzPYYz5olJqA5Ki7gEeswVNUflFD2IZxBQJr0KaDkSAX091v5RS161cubKqvr5+IBAI3DvxEnMH+9I2iKzgWeBZ+wJegPjKrkBS3G7EtL8YeWijtT7JMEnpdhxn3kQlY/BzJBo1LdjIz03AL2ewD1uQYpu7gO9HbdmUUjch5/hDMfP+EJsVAf4LuQ4+hiOQT8LQ/RuKpvGRSvd6Y0xLjFQjit8DaUqpO40xv0GeZYft8XmB0GwWsY0He37zEZJfaf8tt/uYgRRBRj2LIwiBPmynI+P5GWut/UjEbT5W8g8ixzdtcsc4+lbrGdwEcJeiZTF0pENlLixvhJwQ+APAEula5+lCmFsIKdTrBFJFiqHcYBRy8/WJVjkSBhqERJMDJgcCPdCfDCc2nCzL8Cw65u3Mbr/F05YbaoH/TIH0ZHg2Fd5ZAWdeB5emycBxsAgG3LCuH44lw9aNhrovX767uOtM3o8W1i2IHp8CFm+WHEIYziqcSwN6lOJS4LAZpYCvWqFqzOjt5qsVFUjG4jQjItPWZi67xhBb63B6Jjpz+3xNHs8qsLa2NhdxvLmeYYmUQZxhHq2qqoqLo0csjDGPpqamPrR69eo3NDc3/wtiX5lAAlNCwkf5AoBSyoNYpp0AvmmMeTLmu/XAAmPM/0xjvbcC9wOrRvOfHWc5l8vlen7BggWX19XVfSEUCn1uqtueC4zn42m1zUsR0rwMSXfGpr1TkBd+K/ICO4JUpJ+cD3plrfUKoNhxnCcmnPncZf2I/+2M2jkrpRYD9yLn5WWEvC8H9htjfjHK/Ncglof1CEdpAV4crQB09erV1+/Zs+eTxpg7RyHJ0fWlIi9dD9BkbAOeeBeWjQdLinMYLiaNTmN1C+xByF4d8ApwfLLuAJaMlAONc9g6ekqwWZjO6aTxrb61d6Li22pFTgv8w0F4+Tr4WSdUdcOdTbB4oTT2WNQKqgw8h8BVKCRY9SOVnh4wXaA8wBkwefKdAVweiBwHFsPgMgi3w4EuqL0ObsvzBJtas9sDtBSYPvhFEK5MgsMZ8OYuePFSsYsrGxSNcscAfLAHXjoBT5QsOnJZ992/SF/+pc/uUvA2JYV7HX1wywl49PMSST4HZYqir0K2B/ZvtKR4s6L0EOS1QHKNYfsY52gF0FpjztULVysZsNWYs7Nl1jGotWOTswA4XWOYtPbdXrue0TIBtbW1FYi84nKGaxWCyDttS1VV1YzlOuNBKbW0oKBg78DAgKezs/MqY8wLs7m9BC4+JCLKFwCsBvODSPX/V21kbhvi/JCJOGNMZ72PK6V2ANVIK9BJQSn1nuTk5Mvr6+tPhsPhL09n23OE1rFIk30Zv2qnaCHVEoToXcJwe9g8O11t/x6wVnTHkMjeMaDjPEQvjwOv01rvnErDB6vdvcVxnCkPrEbCGHME+IhS6r2IxKUT+IMx5o9jzL8dRn+xj4TX691RUFDwb3a5UbXvVtrxSOxn9oUdN6/gEet2I4OBckT6UmGnsUhxCHGkOGano8jAaxlCGo5McdC1BljqOM5/T+sA5gCO45yZTho/Rt86KkneID7DXoBrIKMXBk5AZhl8LxWu6YHtmZC7FzIyIeIHdxrCys6Aq0i0x7iAHnAVA+2iTVZu4DSoZIRIl0qE2bUfQpVQUgF398KZ1JC3OJI06Em5/uktPHPjzoNw9SK49CTsGRBtfPAQDB6AwsWQUgyteVB+HJIG1+18Y+HDr99ZB8sN7F8oGa3CMJwOnl0QO4TNirSvwcqIZCc6Y85p0iI40zKclTgH14oMatTBlI3Mn/PMcBynWWtdgER7J80N7ADuLOcM62BxCVLHsCJm9l7E8vMPVVVVU+oEOV1YWVeN3+//pN/v/7pS6tqEXVwCU0GCKF8gMMbsVNKO+o1IAcS1wHeNMY/NcNWfAJ63+q0JX25KqYz8/PyvFBUVsXv37k/F6FDnHRzHGUrjT5RF38EAACAASURBVBThsrrKXcAurfUWpBp8EUKeF9nJj0gGlnG2fVG31roOiRLWIeSoZZb9a/u11o8j8oefTmHRO5AC0bjA6uJ/MJX5o/8f72X11re+tRdboDnZ82jJVtJMO8XZ9WQibjKldipDBk9jPTMNQmSiHTCPAw1j3HcHtNZXIgRiUtfCNhe5nqld6/OF6aTxkxlDslGt8KTA0j7R8XYBu1Pg5UXSbW9PFxSGYF0BJOdBXztkFwMdIrPAgzC/duTH6wJ6IZIGqg9hm53WO7lXCgHdvdBfAX1eqPdCSh/0+eCFcFvuQs/KfVXl6V2UdWec8cNjbtFO3wisXAxn8uC0Hzo98JAbLk3fpNMiZ3L2Zf/6bZVZcE1EZEv7gKZ0aFgLJzYrMoHKCBCENT6RRalWKAmAZ8HZp8SjZPCe8y1F3YfNqB7vLs7uaho9lwuB7tEizRadWZt0zxR15kNyGVugdxVCkItj5mlFuhduraqqOh/uE1/Izs5+f3Z29jV79+59B9L5NoEEJoUEUb6AYIzpRDry/SzGCm6m6zyqlLof+CK2KHA8eL3ez1VWVuYdOHDgeS6Ah81UC1Wsd23IRrai7hjRqEkR8rJegOhOoy4F6Uj05JKYVQ1orRtgyNKpEZFtxHNgsQ/InWwBldZ6MUL246ZvtXr5SZHfyXwfhdWZR5Bn1GRlBsVT8W+1hDgXua7RqQR5wY8VJQaJFDcyPDCqR0jxVPyLH0Ia5RxwHGcybjFXIIV957vxzYSwA1SltXZP5tjsb8s3smgxBovXgP85ePRlWJ0MxR44uAiW50LXLmhWsOow5CnoTQYVRi7KUiR06kYuWgD5sQbA1QWmAynwWAqREvFXdidBrxc6sqRjX9YLkO6CkhZoSQ8kHy0+vHhV69qdVxY/e8MrqXBXPWR2Q8ZyyBiEUAq82UCFV57VR4Gkwdy2XyrUFQoqXFJonILceyA69YXAgjZIGoDVpfDfW+Xe/9lVUnRdzvAz7HC/kOfbs8UW88ebFYsQWU8LkLVx7EYhIbs9YEii0RxjBxdknEHLKNcuFzhTW1ubhgwWbkF06lEcRwYGL1dVVUXsNhXSOGXO7mVjTJfL5fpUUVHRd3Nzc//NFsbP2yBPAvMLCaJ8gSFqmxVnb+QvAvuVUlcZY54fZ9tLysrKPtbV1UVXV9ffXEDpq9Na69xJFuZlOo5zjmbOpsgb7fRHGNI5lzGsS61ASJZCgleL7TQErXU3olE9ZadmpOCmdaraZ8dxIlrrbUCe1npgEqQkA3FLiKuN32zdB47jdGmti5DzNC601tmMkk6OsWHLt1OBnQrt36OmvWPQzvBApwHhX6dmqlO3EoVahJRMRgt6nEmch/kCm8YvZnLdCDMY0dDHpSjNgaJWw0tAREHjNsPgKkVWHlzVCy92wgcUpGRCdir0dsMZHyQraSJCDihlVzwIBK02uQDRJgfB9NnvUkH5YaAD3A3gWgnuTGAntJTA7kUQyoZ0L9zVWV9xsK/wdP/BzPYtBZ3Z4UG4JQSX9kLbILhTYH8vPOSH/P6803dUfvd9P06pr2hGMg0FSKFeAJFT5CP3VC9wKA9ag/DMViG0VwFPeUTLi7WZy91oOLBZEU6RQHm9PWUDyDIFSLZrVPkTMlCOjehGl4tet4iWtuQTDnK01q78/PyivLy89UiBavS3ZJDs3Bbg8CgOFiXIs3LbeOuPN4wxPzhy5MjHli9fvratre1TiJtUAglMiEQxXwKA6I6BDwPXjkXClVL/k5mZeWcgEPjxwMDAPXO7hzOD1joL6BqP4Fiy1T8T2y3ruFCCEOhyhlP3qRMsGkHSk9Eit1Y7tSF+wL1jSRC01m8HjjqOs2Oc/UoHlOM4s6LfnS1Y94vs0QYv9ns3IpNYhKSac5BIXZ79N5fJBQTaESLaxPCAqGkmVmeTgdb6DcD2caKpaK3fAjw22/sSb9jfQsp4XuV2IFM00qu8QnFJMpQfMDxcrVgJZG+H54G8bYZTlyve74WbKsHVJD7JbywFjx/cYfA0ICzSgCsExgsmgrS+jtimIynSeITFoPIg0g6RVhgogGA6nFoJOQ9C4zI4WgpZPhkwLTkEwU7vYO/i5L7u1O6Mp1qNa6kfbloJv0J05AA/DKb03NF052+S8h+/9RfJp4vKEHeHMOII8zAivTHA75AI8w3AbzcaTm1WZABmo6F7sxTf5SLkeh1CQjORBks7NhoaJntNbMOPHiSwvhZ4psaIpt9Gel8L9Kb++c+av/DTPz882jqs/nhFMBh8k9vtXupyuaLPpSBCfh+rqqqaUaHwbEEpdX1GRsYfA4FAfzAYXGGMibvTRgIXHxIR5QSi+DHwEeDPgZ+M/FIp9dpFixbd2dDQ0DM4OPjpOd+7mWMQeXeO6u5hX9j+8QjLZGDdCKI61dh1pzOc1o+m+YuRFx4IyYtGO0fdf611O0LoOmKmLqRQ7HatdT3QNpJQW5eLe4AfzeTY5gr2fPmQyFsGsMDKMNKR85WJeBBn2e+9yEBjoihvAInen0Yi+UOT4ziTdn2JM+oR3fio2mPrbpLNeW6hPk2EGL2BSixGlcvUmaFOmiCOM2VAfhl8/P2KR0KwfAUcVtB7GqoawN8PrmRQi5FwZQeoDjBJyE3SIP8ORQG8yI3UDqYeTLHsazgTklOgtAdMCeT2Qv9B6F8Fy1ohz8DTFcGkVPf6l5cFG8vyshvKTh6A/7cH9r4OcjLkd7nlzLXbbnAHUuqTTxe9ikSMzyDR3hcYVoY8Znf3OWBgoxnKGtyNPLN+yHAGZA8y6I4W9m3fOLbWGIBqkWQEbbe/QdvdL+p8MRh7fWoMplpxGlgceOT1Z7TWeY7jDK3f6o+vAW6NRCKl1v0oZPfnCeDpqqqqeS1nMMY8o5T6+aJFi97R2Nj4b4gLz3mBUupTiDQHZKD/39EOvJNcfhHDNpyLkOfhp6PuPwnED4mIcgJDsH7Nm4EVxpiemM89ubm5eyoqKpbt2rXr70Oh0Hx2uhgTtuPXmdEis1rrkqnoW+O4Tz6GCXIBwy4b+Uh0dCKiEUWJnbcOiRj1IC/HPiSyHUEcJ/oR0jWAvCgHGK6Qj04hJPIVtsuFkchXVDsc3SdlJxciA41OXmQQ7kUGJ0kI8U1CUr/RKdlOKXZKQyLv1sXrLETt+kZDkj2WaDX/GSQaH/03GqXvO1/eymPB6nPfBTznOM7BEd95gPcBv3ccJ96ti+cEWusMIDCanZ11KOkbbZCiFAuApFWQ3w8tRwyHAN6leEMahP8At5bBm3zg6YSBdliYDL50UFmgehBSHLQFe0lgToIKSfMP5ZLvWC/zRhphoBzcQTBLIFAJkdOiV1Zt0NEPjSuhvxey+qArBR4vymtxn77yhZuyH7ttf1ow6fgpOJkGhWnwh+bbHuvrK6/70IIf3dPnCnteRYjwaobv1QDyWw0g+vOdyOD52EZD82bF65DfZRMQ2GhEYrFZkQ+UbDTsHO18b1YUAt0bbaOSapFrRK4Vot230QwP4KsVq4CeGjPcuKhakQ0srzFst7Kn0ytXrsxEfNdvxGbGQqGQ1+VynXC5XI8AL061xfT5hFKqoqSk5EBGRoZ///79N47l0jPL+7CFEaRWKfUSsHEyZNmS5LuMMV+J+ew2RO7yIWPMd2Zht/9kkYgoJzAEY8w2pdSTwGeAf4x+7nK5PlxaWrqsrq7uRDgcrjlvOzhzdDJKm10ry5hRJHm6sEWD9QxrDYdgSVQWknbNsVNWzJSJBMvciGwg1f4/GnUFeTEvRQr/3jzT/dVaz3QV04FBCG8/EgHuZDiyHkSuZxPi4zqviPBEsJrQPzJ6JiEX6RZ5QZJkGNKZFyLXbQh2sOUZJ5LfAXg6IK8TXEqRivx2d78driyER9vh+mRYNwhhH3hdoAYYFnxHkBGcAtMGKhNhniWIBKMRjBtIsu2reyCYJ8TVWw/hfvhjKtziEzeN0hB4QxBwQVshRHyt+StSW/L6Btft8DS/eBUtcF2RaINLsl6+9AM5264+5gp7ipBg9qVIwd5uexxpyG/ySmQguwcZ6OVtloYgz200dFpdcmyRaCfg36xIBnI22ghxDKJSoz6AGHeLc/T7NeZcxxVb1Le9trZWrVy5MtU2k1rMsIOGMcbs6NuaUZ/xw9c+VdXtm7TX8nyBMabO4/F8pbCw8PNZWVnfVEqtH8uCcjaglLrL7sfIyO+XgPsQ+ctEOIsk2/U9ppT6CnCfUqp2NH/6BKaHREQ5gbOglCpD7I6uMMYcV0rlpqSkHC4tLc06dOjQ26bT2GQ+IWqqHy1UiTofxKYYLyTY/U9BCHMO0vlqB/IiTkF4gZVrnhXF9TH3A+UgQkT6Ec4SQF7offb/0Sh4r/1/t516LKHMJsazeix964UIe2yBKHG07ivpjCKludBgjyUj9jdmB6fdYxWMWclAUo1hf7Vi9UlYdhTKmqGxBIq6oK1c9MAfDoOvD1xucNmbXEUkckwbqFQwZ+xnBYBPsiCmAwiLf3LED6Zc7sm+fEgz0OmCY5mQ7YekdmjrgZ4IVK6HLW5pe98V9vWv6C9q8ntPLDTd0iXwhZ7KY0swZKadWPhLhBwHZLPsQQZ0R5F9WIXc368gZLQZ+d26ET30eqB+o+H0ZoUXIdVXI2S8Hng98MuNhrjJHWpra72tW8vfoNyR23KvPumLRCKuSCTi8Xg8ncCzwBP79u1LWrXJyQQ6NppJFWvOOyilUgoKCg4nJSUVNzQ0fNAY819zuO0twMvGmE+P+HwRIjPKnojkKqWOAP8yMnKslLoM0cJvNMbMW7/1Cw2JiHICZ8EY06CU+nfgq8BGl8ulgazDhw8/Dvzm/O7dzGGr8WPt4lKZpQYVcwFLonqBXq31KaTY54zjOE9prRcibWVH9eqNNgpAXuJezpZMROUU0X9hKECHiZlgWKYRnUIMSzgGo1McCF+/3ddoFHJKdnDzHAHgg1rr/7LFpDcjsoRnzu9uzRyO4wxqrT1aa5cd8ERbjJ9DkqsVuUjTn92/h4X/rritFEIboa4UDr4o8oS3lsFaP+S2wEAA/NnSJIR+JJLsBtUCJt8W7IWBZFDWGs40I9IMW+QX9oBrEMJJkNYEah2Eu2BpUDr4uXOgJRd8Xgi5ZQBaCTzvHvD7/I0l5Z2Xv9iX+9IVr4R9/Y1dq1+9InfbhsNIpPg/kezPZchANoJolK9F7uVjwAeQweIzSIFfH5IFWom0uN6MDIDTkEzKAUS3vg0IbFYsBw5uHKOddSw2K9YCXRsNx2M/r62tzUHkFTdkX96YHuzwJwH9SqmmYDD4vMfj2VJVVTUQdZfZaMa327QSDn/NJIi0HRQ11pjR60dmA8aYPqXUvSkpKQ+4XK4vKqU2W/vVucAViMRx5D4dtU6bVyDa9fHQwQhHpZjPQe61BOKEREQ5gXOglEpG0oJ6wYIF9wPqxIkT64wxcfPfPZ+wL2pbx0PaeFX5FxrsIOAOpHDvPVzA+tbRYH1b25DrN3ihOUGMB631bchAZBdwF/Cd+dqqejqI1gFYB5bB0brwWeeFwhrDKaXwYT15jaFFKdQ1QCn8pYLbWuDqAGRGwO8Dd74M3FQ/qF6gUaLExiXRZNLsIM8r0WTVAeFKUAZCaRA2cNoLvjLoWwYDL0JuBFxJkL4ImrMhHJJBY08A9gXh5B8h6TZXeHdww7b/k3Z4caCvon6/ezCpLGvnpb9CMgIvIF0YU5GB5ouyKxxBJBmVWKcJhsnvQuT+brPz/goZwNYhxYAZiASjAyG3bcDjQDimzXUZww1tmmI+zwF6NhoGo+4VyKBsHcP1EAaRiDwJ7N23b18aMgYJYTM4VvpRutFwjjNGtRqqtwjUjO3nHDv/GqCuxjCnz2GllEpKSnp23bp1G3bs2FEzODh47xxt1zBGxNd+N22NcYxO+fJEUV/8kIgoJ3AOjDEBpdQnlFI/KCwsdO/YsePbFwtJBnGm0Fob5OV10RARAEtEjiMv38aLiSRbdCPREu+F0HxjingaqWJfATxyMZFki1ZbwJfkOM6o7YtrDGaDInWDIs0YaaChFFcoiTquCEN5AzR0wU4XvMYDPhtBNvW2DbXH/p0MdNtIc3RkfAYhzOnAGnAPglHgaQaPgYJLIbQAWlsgKUe0yN5WCAXh1QAs9EOjG4rcEFJw+S2wLyvivnTgwDJf59KDXmVUSebB1S8ipHIA+R0OIO4V70OIcTLSnOj7h2DPUpFKLQfulN3i14gTxikken0JkvlJR6LQPYgM41d2nicRmUY3cMjayWUg8ozLEFK+D2Cjoa22tja5tpbXMOi6haRIrDY+gMgrnqyqqoqt4+i2ra1NjMzJi0i5RoMX6KiZpG1djWH3ZOaLN2yzpI92dHS8UFJS8rdKqW8bYw5OvOT0oZTKmsRsk5lnLHwIkXUkSHIccU6LywQSsAimpaWlNjY2BgYHB/9x4tkvOHQBBRdTRDIKx3EeQ1LUW8/3vsQbtvvdOQWZFwPssf0S6Zx46DzvTtxhj6+IEYV9o8AD3LBBcf3tirJkIXlHgR1N8KBXdMRJTeBqgFAHuGyEeMjuJQtUOcPVrWk2yuwCdQoJ3wZElmHSAD+YQvCkQXITlHugKQ/crbL+Q8nw0PPwZBB2uWHvIJRGYEGutJ2+ytNaEEZFGlPqKno9gZQFSFHdzbJqQsBGxALwceTeXQ18xA0/ahZLzlJ7bjwIGS4CXoNEnV+y68hGdM5d9tB6kEjw65EIc70lyS67nqgm/MhmRVLtdXW31v689t0EPF8D7uaPCy7jTLLPbuMnfPSOb6m7q7aMIMlRRGVPAGw0dG00o3f4rDGcnCxJPt8wxrzU1NT0k1WrVrlTUlL+Yw42OZEkooPhjo1TgtUn3wZ8cDrLJzA2EtKLBM6BUsrncrn2lJWVLb711lufWrBgwa+RtJwX+D3yoH47EuUASRfuQrx6k5GH6hkk0nE1otWLFpP9EnnI32TnBYmk7QL+xv4dRF6MzyMvi0JE5+pH2mYvQCIlfuSl8DjSuey9yHsxgtgtvYK0f4360IYQc/81SDo0qpF88CI5piXINUpGyEj05XoxHFP03utDZAkZyDW7GI4peu8l2/U/jhDlGy6CY4q9904A70BIXM94x3Rgy2uuz196+NLkAX+JN72zuSfs+d+ttVVZeddu/WxRZsfhdE+4c+8rl76tu77CVbLwaKo/tdcVDLsJekKceHUNlZkd5BQ3YTwhgspw+ugigp2ZlF+6SyWpcCQbReBUYeTkqeJA5cp9SRF/v8sXdvd7IyrSsX9lh7fyWH1RZmdxf1JwsN/f35Gye00nPalpGVc9b8IRd44a8BUN1Jd1uU8V7/Zc9tJl4dS+5GDxyfa0E5Ud2a+sT+1aue9oKL0nL+zrP+0KeYuzXl7f0XH5y1/vXXjsiqTWvEsinlAgqTPj4azHb6s8/fZfLje+YCC5ofRyo8wTKQ3lj7df8fx6d2/aZUkdmaXB9J62nBeveHwws2N92zXPNQazOgLuQHL6YP6ZB3K2Xd0+kNf6+XBKX48KeTxphxf3GXfk2603P30jkK2C3og/w1NYlFVq+utdGwa9Pcl0+1PDZW2dKa6MLYOuvkdbW1uvAJK8bVk5KuR5arCgdStwj7snJc/d72cwr+0gIiG5yd5rEcA/8NyV21RmpydpxcHVF8C9N+YzIhAI3Ll37953/u53v4vOP20YY8a187QR5XbGl158eqSjxWRgC/w+ZIyZSN+cwBSRIMoJnAOPx/PpwsLCLzc2Nu79zGc+83G/3x9yHOeJ871f8YLWOpPhgrOUiymFb1Okb0QayPwl8CvHcS6Y1scTQWudhly7CCOcFC50aK1vQcjCXuQa/sBxnAvGn3YiaK2LHcdpsvKLjtG6ZCpF0RK4Mg+e3w7hj9gCuh1wQz+8uQn2DUB7IdyRAVeFIMUDyX3gsq2rVa5IK0wqwsjc1h6uTwb7kTwIFYO7A8JhmbwuiKyBVz2QlgYvDUDxQnG7CORC0A15LnHV6OiA1Qa8SdAWge5MV/j+lpueelfWq6uTw6k9ycGM7sasXet+jxQM/x2iMz6OaEd9yAA9HRkwVCCSia8hzTxuQDJBLyCyi+uQwcU2pJh6HzLIjzZzOYwUdf0BGXBUAg+ZX9T6gRvoTroBTySZ5FCYE5lp1GeGuLyxluTQH9XdVSGkaHDXaIWAVs+cuneTbgDyHMdpifWbr1aUAMEaE5/sTrUir2aCBirxhvXWf/uXvvSlHJ/P9yWl1OHOzs5VxphZkz3NhkZZKbUZ+EXC6WJ2kJBeJHAWlFJFxcXFn09NTQX4uN/v/yNQYFsFXyxIdhyn16aC/db94YKHtUt7A7DVEqxHgDfGNAi5GJDmOE6/vXZcRNcuA9GpbrM60FNI9ftFAa11QYy+tZdhn+8hKKut9QuJrEyBK78Dg9uhtB82uiEvCzJ7hRRf2wepBvwdoMJgopV/K8GkC2mmDUwrqAzASBMRlQy0Ql8XDOSCWga9SVKol5YKdb2QnQlrk8FroM5AUQgW90FHEPy5gBc6U2AwBw4FFhx/i7cnLcvfUrAz+WTZgYG8lrxgRueVyEA1B4mo3odc0zOI08UAEvn8HkKMs4FHkejpEeAWRNPcBnwRIddrkGK+EkR+dCvSZbINeJ3J66k3X37kpPlF7QeATcCtnMgs5HhmKp2+Azy+6LccyX5f1Xve/v/Ze/PwqM7z/P/zzj6a0b5vSGIROzYYbMAbju3YTpzESSyc2G3dNPmm/bVpa7olTZdh2rRpmqRy2iRtuqRt0sSJJs7mPTbeMTZmMTsIEAi0S6N9ZjTr+/vjeQcEZhEgCYF1X9dcoJkz55w5c+ac+73f+7mfp9auXTuIkO13JU0EFPaAoqBO02sanZSOaiEfNAMd6jVt40iSFXDNOmndPZmYAWyNRqP1drv9aFVV1WyLxfJ7E7zNJqST3rleHzOUUl9hmiRPKK6Km8w0xg9Op/MrJSUlGa2trU9rrZ83ua7PMMqfdiXDXOS70n8btbXk8u3RuGKe+bcRwOfzHUY6grnP+o4rCEbNGq2O9yNq3dWA2cDuUZ75l4E5V8Mgx7RQP9GYwqRdOE8f5CgoLoEVXlFOg0ugaw0sjcNdYXB3w1wFd5RAuQWcLnCkwOpFJNVMwA66BQiCipn/R0B3A0Wg5oDOAsswuONgbYdYLyRKYNgK9MAON2zPgv0KunLguANiGlo2w5cy4AUL9OeCfQTig9BmGXF5s3cvCgFHLHHHxqy9C9wDC/YsRojxmwhZ/k3kOz6GEN0PAfcixX5DiEd5DVLIdR+iJh8yH2uOOUQfQRTmVmBbnebzdZph/eOGdv3JHdfxgcZHiVl/B5hDCthc5uJQ3ls0LPqm+uxH/lk9N2e7enruCeW4ThOr0xw4g5pcglhh0nnXJ2bc0kklF3perlPY1ylK1inKz/R6vUbXazbU68mL6jTnX4vP59uqtY4Gg8E/SCQSFBUV+ZVSBRO46W2cwYdscpS5EOuEUuqzwNunk2TjV57GOGGaKE/jBJRSy3Nzc3+jr68vEQ6H/zD9vM/nGwQ+5vf7Z1zG3btkmFi42BmmfIMmduxKhwKeOi2veA+wyDR9uGJh7DKnxEcZ1VybVs9XLAzpaB+dmezz+YYRD+bVMEC1cVq6zOkDVKXI0BCvFi/rfCC3A+b1w3WtUNgEW1vgcCscc8AHEmANCdFNBUHtQWTYMNAJegSRWd2gTG90nQM6F3SbtKamBEZmQiopHfcSKRi0w7X58PEkDMdhIAG3JUTN7bhJCOwKQEfF+qMSsxtnOnsKErZIRhyJRNvn6ih9zdld2JxwjKQ4mUuejZDce8znS8qukkRUzd9CFOPDSDRbKaK870V8vVYkW/ctwKJdsaUNDQ2rG778/JeIW9azpnkWyzpCOFMpUuzDwnf41+v/Xj12zWa1t3geEuX2rqzlgKImIO3CRyPd6RLEmnZ6wXOYCx98FyEzJmckypMNM0P6aUTZT+PJ5ubmF0tLS7OAv5nAzf8YKbo7HXdw/vzkEzBRcL1nIcnTOcrjiGmiPA1AMiWBb4RCIZqamuq11qfnY74K3HOFT3U7kOnGU2BUEvuV/Nn8fv884Mjpnl1Dmr3ITfpKhsfn852pA1kUKTC6ImHOuYc59YYNgPHOf9zv91+xMx5mEOA6S9Rdb3oaPwfKZwlRMPwWkvCxTqiKwxslkMyGFwogwytKcnsn6AHJTT5R3ZWBdObLRk56064aQA1KcxGlIZEHKQ9YsyHkkci3YDaUFMLCEERjUDEIt+SA2wX9DiiMwX0DJnFFQZPTOxhPlnbMUdpSjBRorQDuUCivt2nWcLSoq0ZbkrOQ77YJKWZchhS1eTjZin0QUYk3mufKEPK8SQ4Ns4G9mtQburJ3kS7v/TOWt3yOFA+zseJmAgtm44n1kDPyM76z/P/UJ9e+qB5Y26PCji6z7afhrN7fdEvs0b+hPKDAeMrf1VjEzDI6LuR6aZIwXqnXbB7reyYYS4G+0Rn6WmsdCoV+/8CBA0mbzfbbSqklE7FhQ2x7DdEdjd82j1OglAoY5Xj0c8uQJJV+pdQd5nG/aY/951ygfWMa58YVSwymMe74xKJFi1Ynk8lurfWXTn/R5/MdQ25iV7JvMjPdIvgM6OQKHYWbBg5rOPvveRMw10yjXnHw+/3FZ+vAZ7zK7ivYorAImeXoPcvrbwEfuII/X+nZCi7Nb9Hm9/vVMLQNgTcsntl9wCELvBIHtw1uj4DNCtlWKByA0kworwQ1A5QLUk5kLtuCyLd9CFEuNH87INEL9Er3PZwQTkGoGYJeOBiFFi+0xyHqgR4N3iEIRkENQNwuCquyClFuc8Cm8OxDbld7SbMlYe80mw8jBXmVSlu6YgVBe2jGsTxEGd6D+JA9yGccQrh9BbAKUY1rEQJXg6i6DwKLtDvyqp7XeR2zux9lcUcd1tQMksrB4/NnEbMclw+H+AAAIABJREFUZmvJFh7+6Cb1mx97ee3hvGeQ8UKaoCeBB4CcgGJWQFEXUHgDipKAYmmdphdRq+cFFIsA6jRte9f7jzLKcnEGjMD5/cT/rrjxG2a9UwV+vz8D6Yz4q9Nf01rvDYfD3543b57F4/F80whI4w6t9Z3AnUqpz5rHV5ACvzMR3GW8uwvfBsQD//yoR8A87j/LeqZxkZgmytNAKeUpKCj4J5vNRiQS+YLW+mw+sV8hF/0rDmfwt54Co7yGjZ/ySsNqYM9ZFFdMS+SdSOOCKwrm+zhjc4o0zPdaOjl7NH7w+/1OJHLr2bMt4/P5DiGEZ0qRjbHAFCiez3MaBLISELZBax/c3C5k0+uBrUkYqZA21a/3wgot37M7DFandN3TcSnmU05QStRk7QQdATUEqQxIKVGQU4DOh1gx7I5BvAPyQrAoA443QXcUjmRAtxU6siERA0dQCgKdw3DQKukV9rh3qDrljLm8h2c3m8/gQZTgIiTtosXbOKcxUnk8lXRFuhHPbxuSTrEf8WH3IAkWcxE/cjtCpg9oZ/w/tXNkjc4d/ASff+MG7jxcQn5EEbM5KA410+nZx9O1L6vn5/5YteT9SiWtC4APBSSJohH5zXjN/7eZfexBBIFis00rQJ1mL2LxGW1JswCxgKI8oFh6+pdmBjnnHaD2Qqjj1PVOBeQBvzSWwjNhfVdX18CsWbNuBj46UTuhtf681vrfzePzZyO3WutZWuvPn/ZcrtZane0xUfv8XsU0UZ4GVqv189XV1SVNTU07tNb/c7blzDRVo9/vn5ApqYmCUVzPSbYMYpzM3rwiYMhINaIanwubkGr7Kw3v8reeBSem8a8g5APPn0NNTuNZTrYXvpLgNV7rd8F036v2+XzJ3U/cm31HUWe5W5Tc2gFw9UD5athVCe2DEByAD2hY0APuJKiESbWIQ8ooxDqBSJxpr1EJaBdYnKC8EOmH6DBEWkA1QjgXmiugKwg6AxbmQ3k/BBuhqw+2pODlIWgqhnwLlCfB4xaBughLal7u28uTSlu2IerezziZaNEN9NjDXpuzsygZLm9ZjDQGyUbuuZlIQfHTCIl0IkS7WGdGXPralvnce2A9n9reRW1whB0lJTiSMXKjG+nO/A5bKr+omop+ocLOI4iyux0ZCA8jRYI3I4T7U0h6hgL+BLgeUbCrEZLsCCgyA4oZZr/3BxR5P3bE1lT+8BOzFqz3zUeIdStAQFEZGJVKYVJMzjlA/YLmnS8LEZ8S8Pv9hYDN5/MdPdsyWuvenp6ev7BYLBQWFn5DKXUliifTGEdME+X3OJRSVW63+09bW1sZHBz8Pa31+Ub/CrjBXHCuFGSerWXuaJjisCstLs7FGPJ2jWI+4Pf7H75SPt95/K2nYJRv8ooglKY40erz+fafb1mfzxcE9vv9/tOnX6cszuZvHQUnkKEUq3ccnlWakduXmwO7y+DlbBhJQfZhiKyGbx+CH3phgQdsReDwQiIJalgIsHKZfwtA24BBsUgoNygbpExlWsICzgzjTx6BgSQ4XJCXCVpDVQaEFDiHYNVRqPgFVLaD3Q3tObAlV6LbhkOVzcWRkvaYJWXrR6xo1yNRdV1a7AoLkKK9aOahOQccwfyweW4lYqcOIt3THgTatEoc1bbo3XpO+4MsaV9Nh+cuDmeV0+nxkrJ0s63kMP+y8hX17NxctaN0jtKWdHOaYiQ14+PmmKYjBuciZLjGbPcQEhWZRIhyq1m22qznTmCgTpMC+oZnH3JmNs49jlzrr6nTJ1KCMni3kNDn9/tzx3haXFaYa0PaH35OpFKp7xw5cmS/UqoCWDfhOzeNKY0r4oY5jYmD0+n8GuBqb2//kdZ64/mWN57QrYhqMeXh9/tLznPDPgU+n6+LKyQuzu/3LwRq05FN54OxZkSAayd0x8YPJRfYUKQT8ZBeCVjDhZ1nNuBOQ7CnNExTmIFzLbNJ07tJlMa9B/tzNi+ccyiOSq1sgdIcaOyDt7ZA4m2onQcfdUPSDRYbOKxgjUAqAToJll4gaJqNBIVA0wd0GLLshlg39Fkglg2RDBiyQLADcmwwmC/Fe4eHoG8A+rzQkgfJldBaCa4QZFhgyA07E86RweE5B0cyWiveQbonLkHIZ1EIsvrkntoKZHTAvJGUNcs64s7vX7zToyXq+VYgS5NMalfkWl3eU01m+Daywk7i5NPndGNJDtHvOsDzs15Rb1f9h2rOf0zF7G7E9pH2HucjqnQnUvD3fkSxfgyJpIuZ539h/rUiMXM1iHW7APFNXw8cqdOEA4riSGn7+22DWf3IQCaGiZoEMFFypxcLR7hyBqhzkBmB8yrcWuvEwMDA53p7e/F6vX+hlCqb+N2bxlTFNFF+D0MpdXNFRcX9eXl5I8Dnz/uGk9gO5E51VXks/tazYMpP45u4t/chfscLwfPAjVPdi23sMmectj8bjGoeugI+WxVCVLaO9T0moms3cNNE7dc4wsIZUjyUokypU6fqtaYfcA0+eW/Pjde/HS2T+LYHR6BewSPDcFMEZmmoyQT3AOgg2J1CmkmKbUJnGK9yFFJ2QINWkGwWq0UqGwrmQK8dekJw2AOLcmFfBJ6JQMgKNUEYLIaaDLghBrOdUOKEw25JECgLwz1di3eWOLuLtttC3iKkeO854HWgxwMbssQHXIOkcSSjsM864rKkHLGhUGVzo/aEj+uCviJmBEtwJGYzZJ9J2XCQwpE+Is5emnN20ZbXq44WxdWw54NIhFkZEptXhRT8VSPK9SIkO30Lov7mmW3PN8+9giRm3IkQ4kaEMK9ASP4wMmDrTH9v8awBb0ZrxV7z/dkBe0Cd1/bTzWkNZAKK6oCiIKDIOM97JxOrgQ2nxWeeFVrrDXa7/cl58+Z5nE7nBbeUnsbVg2mi/B6FUsqanZ39rdzcXFpbW/9Ra31srO81F5r/QVSuqQwboopcEMw0vnOKqyS3IQ0qLqjlq8/n60OyOqf0IIcx2mXOgDhyg5/KuA144UwtnM+DTUDlVM78Tmda+3y+5Ble1uZxAkpRCaz5FmTl3fPs1tw7XjgQhBc94hHu7IA2N4RKoMgB9iQkIxA6DqrfkOVcWae1G/EGZEMiBMm4WDRS+TCYBz0usITAvQUKg+BKwDUpuMUKYYvExnUNQk4Q2vvgC24Y9sCcmBDTRpc1ccwz7E1l7ZtvQURrJzIr4ARuHIGVFvEMK6CnGoLZaCskwt5jlUPhG3bV6rLea4laZxKzOXEloijdS9CzgwOFCdWZp1XIU6GwlCD2iVbk+nUd8CVkJugI0shkIWL7UAg5/hdEca5G7BH3IbnMH0Z+65uRiM+/Q5JU9iEJG83ABwOKRwbn7l/96f3zHjfruxPp/PdRJKruXTBEeLY5jxMmpz6NdD70lKhnMfv2zKjukGNCJBJ5pLe3N15eXv6QUuqGCdq9aUxxTBPl9y4+VVVVtfjo0aPtyWTyKxf6ZnMjLPf7/ddPwL5dMowP1zEWf+uZYC6oxeO7V+MD89miyBTrBcPn8+0DolN1Gt8klIzZLjMa5vuesnFxhkg+7/P5mi/0veY3999M7YFA3tnSBLSmXWtOJM8ohReZDt+uNU3r1/ssu3Yv/JRWqcIeyLZD0AbZYVgShjdaoCkI0V5wWCQSTmvABioPEnMBjxT6WcshpcEWBnsxWAYg8wBkNkNhFhxREHRDKAsWaCGWT9lh3wj8IAE7V8P9WVAeEbJ6BNgaL20bzDw8e3c0YacP3kbsJf2IDeK7LZA9JAT6TU2sVluiy6jsuoHCUL7dYXV4OspS8UFrMQ6GsCdfJ+h9XQ3kdKju7CGFLQOZZXAg6RjHEBLcilg7gkiH1OeA42a7PQjpHUTSNpyIkpyLWDSSCHHPQAj3QmQgmYsQ6NkImXUlPMMz3O2l2ab5SMJsN4QkHc0JKD4UUOQEFAsDijuMypwAKgKKAvP/E81x6jTH6zTbkONEQOE5Lat50mBmp+p8Pl/neRc+DVrrw8eOHasvKCjAxMVNc6b3IKa/9PcglFLZSqm/P3bsGD09Peu01qd3XhorDgCr/H7/VGz4UDSGNIHzod/4Laca8oHNxh94sahErBtTCuZcOqe/9XwwPvMpFxfn9/vdiEJ3UYMAONEcp9zv9y8etx0bJxhCMuZzsgTySmCx1nSsUpRUwk39HaWJe2YfGimBlmy41wJ39MIeK+TmQKkTQtkwkgnKAakY0GH8yQnpspe0Q9IGNmPGt0TBUQV9OdC+AjbfAFlFkBsFVxckB4UQDkWh2AKlGVAzAPPaoc8Ob/fDyOCsgyt6a5pvTMUdsS4Y6oTlhmCnkBSL62dbE11ZlcF5emnLUrIj1TiSGRRGwZ6KE7WlMjIyH9Pe6LeTw/bX1fHCJpW0NyFE0mP+PY5k1VuQ87cSIckZCBF1IX7juYhtx42Q3yRCfHMQsl2O1JDcggxEehCl+UHgM4iFowz4HvAt4Id9y7b/q20os8u8P4xY1t5Ejs3gqHXYEfuGtU5sM4eB6IL1vmTeppWnd/ijTpOeWagElo3BxjERuJtRXusLRSKR+NKOHTs6lVLLkWM4jfcYponyexB2u/2va2trC/v7+18HGi52PWZqfBNw17jt3DjAkNuLJf+jEcdkjU4VmDbiH+YCCMlZsB3I8/v9NZe+V+MKG6KCXSr6p2CDlTuAtrF6JM+BI8CaKejFviC7jA26HdKuGSCzHMKV0NTRWZxZ5YiudEPMIxaJFcNwyAVDVnB5wKYgmQuWOMIWM2HEAyPlECmR9tORbIiHoDUqLa1HrNA6AEfzoLcYVA4ki+DQIHSG4ToPWDKh2ApHhqGpHzq2w78ft8fe6alqXh3ZN7djGA6UwMFiyI6BS9viJdo7XKWXHptBbdciVrXk84FD3czrayMr2k/Q3Uanp42erB3qV7XHhkqPR4bnHpiPkFktu04BovIWI15fJ5JwZ0MIZtj8m4v4pcOItSKGqMILzWtF5n07Ed/xE0hSRwVC6A8ifuIRpI1yMXDDSHFHpqepBqUttwEL6zRHzXuWIsp1E2LriCCDvDjw/oDCXac5btY9t+S5u2x+v/9sRW+NCN+YVM+y3+9PH7d3LnYdWuuhaDT6Ba/XS0FBwdeUUlNRPJnGBGKaKL/HoJSqnTFjxh9Eo1ENPKK1vtSb9nYkImgq+ZWzzhEmP2aYqW7l9/unBFk2los7gRcvlWwZX+FzwB1TxaZgfISps/hbLwim+G3KWDD8fn8RQo7evtR1mZmSd5BCrCmBi7HLVEBRGbwM0ASxXmg/CC+2j7icSWuyMg5LUlCcD7tssMANMRekUhBxABZIjkDKDckUqKOQaoZoE+h+sAwDURgqg0MZEDVNTRTQG4PEEFhdcDQB2+LQ1AaHe+F4P8Ti0J+AkTCsSf7aDzpTw5lxd09RKgaeEVe0KKekVzuWNxdzW9NclnVaidhnACk6vS5SvMWg67t0Ze9WzYWHVNLZorAkgRvyN60KhStbOmJ5vbMQsrsC8QkXI8pwFCGi25HizQykgA/EO/wAUqznRgjvCFKkFkEU7mWI6htDBlQtiBp8E2LT6EXa2c8EOrQl6dQWvSCjtSLPbPNFs61Ms96FiD3jZsTr7ERIeCMnB7TVwII6zQ4kgjIHIKCYY6wc1GlSdZpX6vSkN6zKAn51vvjMMeB74XD4nerq6mKbzfbF8dixaVw5mCbK7zF4vd5v5Obm2trb2/9Xaz3mqvuzwXhC3wAKpwIpuRR/65ng8/n6mTqFbwuBsM/nG5fGIT6frwXxPU4Vz2vORRbwnRHGZz5Vov7ygVdMvOJ44G1AT4VMbDODM6aB6SqFfZWiapViMVKMVrdK4ewCdy9ULIA5VTHnlpKK1m+NoHd2wUgIPtYPua3wplt8yRpQLRL3FotDIiHPJfohlIB2q1gzyACvgpQNGr2Q5xVLQacLWl3wS6C7EqqdUFgAD7jBGoXsYVFtHWGwdRyoTf1qqOxrrTce3c+aQ2v4tR2Lowt6Z6QsujipLXRmxMLY9H6S1h/wSvUL6strblf7SmYqLIPAvyFWovlAjSVpy8ndcp1naHZjLeI7HkQU2SyEnAaRbScQwhxDrBluxOo2H7keDSIZyWm1eC6iAN+DWC6OmOV3IznKi4B/An7bLH8HMCuaH+xMOaIHEMW6EsgIKPIRMpxC2muHEYKcZZ53Icp0fkCRjSTv7AwoykwEZUZAsQL57Z21DXZAkR9QnDODOaCYEVDMO8Pzy4w3+qwwqUxHz9VcZKzQWqcGBwd/t7e3l4qKij9WSk21mbhpTCAu+0V2GpMHpdTdTqfz7tbW1lA0Gv3CeK3X+Cbfh/jhLhv8fn8GY7xhXyAGp8g0/gCSizpuMGT5HnPsLhsM2RpTHvQFou9y+8yNd7fVFFGOC0wyy+twslPaZYSTsbe2z0SmwruRznTBAbEeeAZhsBdyjgFPHpxz1JMfLMuQ7no9mdDUCfkjgAVsKWhxSDFebwpSFohb4IgHMuzgDsGQAzrCoPrA2wEL7eDJETvDTAtc75WOepEMOOKCnzvgyAAEw3AwCSWO/KHWxQ88/dCSLO+f1RXGfZWV/atcrZkLLTuKK7odidBI1eBLQ61ZT3c8V/uc2l22XzUWhxXWdoScPo/YFR5ACvx+iSRNBN2dpS95jsw8mrLH0j7jFiQT+RBCOosQEpyDWClCiCqcMOs6gFggTIQ0UcQith8hphoht2sRT/JHzbGOIhFy6VbZv6WtyVs9zdUfQ+xzEbPOxQhpfgMp6juGKM3NyIzWPeaxHMgyPuQoQtbx+XxtAwt3e4ChOi31BiYh4/S0lhqznXOhz5wrp6OLc5Bw0x7+YwipHxdorTe1tbX9yOFwOICvjtd6pzH1MU2U3yNQStmtVmt9OBymvb19vdb6giuAz4MXkGn8y6lOOrh07+67MBWm8f1+/y1AyOzLeKMDaVhwOTEudpkzIM5lvM4ZS9InEEI0rjDq3X1+v796vNc9VpgB1vBYrUCm0cg7mzQdmzSRN+HlfWIXmBETpXdYwwNOeH845HW5XJG8KAzYobJUCO6I8eVkVoAKSxFeKAZveGBAg20IinrkPdussLcf9ichPgiRISGc30aK0MqQGosOIB/0k7meyKKygoGbsqu7rsm5cf9DiYS+WceceY7c8HD0eHZ2xJ7a33s4d0/w2dl7dgSWfC93X/Fj12rrTuQ8CyLE7Hnk+/YgA5kgcAPiJ54LpFzdRXlDtQfuStniHoRAt8g+cA9CDCPIAEQjA2SNqMcuZLBxP5xQWmvMczkI+c81ny29TwNIPNwfA/+MkNonIyXt7e6O0gzE9uFACH4MIcq3IznLHcCvIYr0GsS2cdw8NgPJgOI6hMyfuKe01j2+ee96/+iMdy/gCShqAuoEee1FiPApCCiuCUhsIHWaoTpN0Dy/KKCoMc+31GnOZadYgdQDBM+xzAVjZGTkT5ubm8N2u/3jSqk147nuaUxdTBPl9wgsFsvvLlmyZJ7D4TiCXCzHFSZ6pxW56U06TAOOxHj4W88EM41/WZIU/H5/AWK7uKAGHBeAbYh15nJ9vnG1y4yGOR8sl9Fnfi3QdzHRVGPEBuCuy/H5jO3DOZbOkGpU2sEqRfUqJdcJLWRnyzJ4Ow8qE/ByFF5xwy3hEVd1hjNqScHxODxhgYEYhAYhbhWyF4pBcRiSQ1A7CFlalOZEGeTZYKUHCsohYxb8fCt8qVGU3T6E1N0GqXvtBQO3umd23177J69/cmZtz6Li+UF3cdlQImYNltoL7DsKb2xv6FPqn/o3zniha2/pxtberL+twvaTheIpdmuZSatC0hWykO88jtQAFJm/X0MIcRwhyzFtTe0dXLBnGCGiBxCCfAz5bLuR9Q+YdW9BLBc9CFkuRRTmSoTM2hByeBNCfMvMc4NmuU8iiQ33ALWJjNAa+1BmHkKwtVnug8DDCOk9jliycpEcZ40Q8d1IgeB+hMgnzLLdwL6AQgUUK+Z8fV1t5f89WBNQ3BlQOBCF24t4nd0AdZomUwx4OlrNZzrT8+fNQTYzOMsQ8WZcobVuiUaj/7B48WKys7O/pZSaEvUr05hYTBPl9wCUUgWFhYV/k0gkGBgY+EOt9Xj5JE/Hc5z5AjehMEpvls/nmygimUaf3++/HFPd7wNeG2ur6guF8Zlv5DJ4sU0c3IR+b8ZnPumtrc1nWw08O1Hb8Pl86Uixy9GW3AXnVPUAUIpy4MZVippViixEPW1apaRhkda0W+B9DljaBmtiEu22OAzbogM5R105fSVDcIsL3G7IckG/Cw4ocHohlgtdITjkhYF8oAgOlUO7B7YMg6dNdrJ1DpSXwScg+QXbzO42Cvvm56w6Or/0A4dqKu7bH82oGLC6bjp2BIsOx4OWYKixdLjtO3ds2vu3t/1f288XxuNYc5NC+FYfh7u2w9/F4X0dsDgEw0l4NSWxbRsQktaNFF2+hBDMfMRSMQzsytw/r2ukuCsW9w5mI4VxDsQaYUHSL8o5GUHnRlRmr3m8bda92yxbaZYpQAi51bxvDqJmr0IU7VxAa1tipS3kbUMU5LQnehD4AGKx8AB/gFgttpjHd5AivqhReechto44Yt2oRRqMHLYPZXUmMocyko7o9jpNDCHVA8DTdfrdKvJpsHCG32udpq9OjykRxw18/xLjM8+FrzU3N7fNnDlzgVLqMxO0jWlMIUwT5fcAHA7H31VXV2c1NTW9CDw5Udsxvsmg3++f7Lg4N3KxnmikvYCTBqOOxIE9E7kdn8+3F2i5DJFjbi6uzfiFYvgyNFjJAH48CQO4pznDFPYkYKzFl21IZFkeULNJVOTMg/AnVkX2KoXVBk8WgGcG3FcBu9zwgxyYHYcQ4YzOHEd0tk2SGmLASyEoism5c9ANR8shYwTccXirRMjlFi/4HBAcJPVKZ35oxsyP7XYvenB7QfYNzbN1bdfy3uKw2xN1eFTcZkkMuAf6tpa/0/3irMe69mb/ZseQ43sj+xYd0hKeMTMTotngtoHTLnF1NTZIBKF2ABJuqO+GnGFRbKsQf/DdiFK8HZkROoh8TxuAv7bGnD3OrqLN8cyhmcD/A/YiYkMbQip/aI5bH7DSHL8cRN1tNsu8YZY/APzcbKPKLLcCuIaTMXTFQH/cO6StIU8AIdqvIIV/jUjspBVJBnnKPBdDLB+zERLdDtSa5iEKSbywIpaMxWZfMwE+u23Z1gNf/Ad7QJ0oVGyr05yzk6ixZVi5yAJjE59ZYzqQTgi01pFgMPhIIpGgsLDwH5RS5yxInMaVj2mifJVDKbXEbrd/Zv/+/clQKPT74xAHdz5EkDa71RO8ndHI8fl8l9SkYiwwkWpRUygy4TBT21bgqXHI3h0LUsCnJstnbhTXwdM/mxLYlVJn9YSbZaxKqfuVUudVwo2fd9Ia4/j9/mJgxgRaLk7AfLYu42OfFFyIXUZrtNYMIr7g9KChRUNiBsyPwvIRuKsV7BY4vB/uLYLtduhQQF7cXpRvSR1V0K4hZIVsqzQX2ZyCl6tgXxYkeqGnGYZS0G0juWDQFflqQc5w3ofuaLz1tjsP3FpWOHyHyxuvtGUk46EjBcVhTdtQXvj7zvKhTx/5r+UNzd9f+vjgnpIs560vrbbPPHxzOGX1RCS54eaUEL2tA/BOQuwbjRawtUNvL1Q1wjUF0OmFJ4IyqC1DyF4XQlTfQiwNw+b5EuBw7o5r+61R13PakjyAkNtmxDJRhaiwUU76jJOIWtyKdN77D8Q7XGKW22b+jZntZJv3ZCKDNkvKmmhVSWuVJWm7BSG/ZWYd1QiB34tYMK5DlPBjZn2rzP51INf4v0JI80ZkRiOAqNK3mfd7AopMYGiksOtOOHe6xSjcAFjqNMcAAgqbiZk7b3qNuV7exRjsGeOAnxw6dGhjIpHIAf56ErY3jcuIaaJ8FUMppbxe7ze9Xq9lYGDgW1rrvRO9TeMJfRm4eTKiq0zA/WRcGIEThX3eSSrsuxZYPY6RYueEsSh0IDfJCYU5N+yjP9soYnwr8CHgOqWU4/TXlVI2M+D7FjLVO6aCHZ/P13aOhgjjBnNu3MUldhi8QMSAeX6/f8Lj8MwA52LycEsYpXzXwuOtENsHjk6I9EG4Sb7Pm63w65lwvAsa4tqy32JNtcQsyb0WaFXgTMA7MTjcDBussCiDVHepNabys4euccxvTXq8oeqcwuHZLs9IdvvO4qWdewtKm1+onn3o2VmZ3buKD7uO5H67fE/5DwdfqB1q/NpN6XSJORmZg/PtOf3L43sW/dgNX86AbwC/DMGMIEQULHHD3QVwuBS2K0g5YGsG1Npg6154MQafiMv30Qv8OkJ63YiC+xYyIL0fqANuTdlj73StecmjVeoIYjnoRVTikPl/D0K2jyBktR2ZhfEjpNRtju0nECKdiajPWQjZ7kXIbQGW1A0qaS03+7AEIcAWs0wOQmjTDUySyHk8HyHVz3GyYYjNHLMuk5G80+xfEaJEzwGu9/l8w8cf+uHmOs3GOs27BvsBRWlAUT3qqY11mtZRf89CSHzqzKfUKVgBdPp8vmNjWPaSoLXWkUjkc8PDw7qsrOxzSql3RdhN4+rBNFG+unHfjBkzbkZu2P7J2qjP5zuEXNwndErKVNyHJ0ltHY0RzPTiRMGQkZuQIqDJxK+AG4zlY8w4l/p7FjgZdfNTSlm11lop5QOKtdY/RTyTH1JK3a6UsqRnQ7TWCaXUxxEP5y+01qkL2H7/JPjMFwER8zuYFJgBxxtIhu5EI/MiZ3BGdkOlUhQhSuZNFWAZgaF2ifraWgiHnLBFQ84IFF0DlgzYHw15Rhy5fR29sDMPXpkFzeUkb5zjDf1R/6qmtk9+7/GjN9+3P2PVylZH1Qebwhn3Hdwemt3XqcpDjSmb2ueyWb6UOlz4l4PH8r9q6cl6kpgjpISIRpHrlANwqus3F0beut6a6subZxP/bQVy/TyIqKtPWmGjhk4lLa6ZcE/8AAAgAElEQVQbY1BfDv8LZPo1yWLoscvsxbB5TwWSTPFBRE3eCSdaO+90d5Z6tC1xMFTVfDNiwUgh3vaPI8Qzicws9Zr1LTbPjZj92oUMcHMR4rvXrMOBKNrPIMQ6lnSN5FtjTmWWuxnxTN+ExNitNo+oee3TyO+0HyHjjyDH5CZEPXabfSKgqDX7m48Q+eeBFwOKuXMefaTkm3c+f8JDH1DkBRQLzJ9xRsVCniHJohERXk4UaQcUGSa/+XQUMonXS631O0qp/y4rK7N5PJ5xL5CfxtTBNFG+SqGUchUUFHzDZrPR3d39F1rr3knehefgRDzWRMFjVNBJhZnqnuhs3juAt8ezAcdYYD5bAxf4+dIkVil1xmuKUsqhlCpXSpUppVY9/fTTi0bHwWmtk0qpxYhStd8814goaUuA2UqpO5VS7zPLLQWe1VpvHU2ix4ARs42JxEwmf4ADMuWvJ9KLbfLEu872ulJYlTpzOswmzdFhOa/cmzStmzTfPyLe2nSbYRvQk4D9xyHZB/kaQhGY1w/e7pC7pKyiM7OyrO/u0muOrQrlhkrcJcMLXEnr9Va7zq9e2dqeCDmsjv0F3ZkHC15NvV6z4+jmqp8523Lui2yr6MjEel2FkMiNiPoZPwY3dcvgolhlhLamXJHH4ofm/BtC9J5EBmvpFIprgPlDEAzCwjaIZ0J/OVS+BUvfgOBXFLP7RUFeEoVVcVF4w5zM/Q0hxPlNxAf8AhDMbJz73f6l24NJR7QZUW8jyLnfao7LAYTsLkFU5zmcjKCrRIh0vll3HjLg3Y0Q2lXAcDxroMg+lGVFVP0Bs56kWUchQqw1InIkkYGoDSm+7DP7lGE+wwtIMefvBBSrgJJM8BRJzvscYLFRkENAn7OnoMvv93sCimLk+BQFFGV1mp46ffYZQbOOUvO50rjRfBcnYFKP3phIb/KZEI1G/7yjo2O4vLz8TqXUByZz29OYPEwT5asX6woKCipbW1v3p1Kp70z2xo2fNz21N+4wTSQmc2r7FEzkNL6xJRxHKs0nHSYKL8fv95efazmllFMpNV8ptUwp9Qml1Fyj7lpGLZNWeu8A7gWqKisryzZv3nyTUuphs0yauC5A2uWOnjrdiZCWY+bxDkJemhAFFa31WKZl058tBUQmqmjRxLRt8vl8k57+YmZWfgrYJ8L2ZD5byhzDs6EAUYvfBaWwIuSrVCluUIoZwO0uUKWQWgmvdcMrSTgWhQ1uUk223NDivOK+vJLq7tza0nDt7PK+Nbc+vDOSXTNoL6oc6ll+T9NeS9Q2fOiHi441/c+yl3terw60Pzn/a8+8VXVUx+3Hi2XQMq8fdrbB3oQkM6SJb38CXnZCK5ZkyL545xcjz3yg2R3JuGsGXPcOHDks9gUrcs7lAHn1mhcRMtkXh55OsQcUAyuH4dP9UNEPjuOQcQSa22FoRM7tFQjh3Ivsx4sISb3Rc7Tm9pzt1+6M5/Q1IYT3eeQc7zbHLIIM8hRCXjsRP3O6XfU+5HoYNH+3ImKFBqqTjmi5JeZwjlq+AxNvx8kYuW6z/pXme3QhBPp+ZCBzAImZy0aKFe9DfpOZyIqbU0Jq7UBpQFFbp2kBrFm7F908+xu//2uIjSOGDIZP2HcCilmGcL8LdZpjpj12GnuQAkkA/H5/PvApLkNBq9a6q62tbb3b7cbpdD462io2jasH00T5KoRR7f6ipaWFYDD4Oa31pfa5v1hsApb6/f5xtWAYEmCbLO/uOTA43tP4xt+6HHjHxLZdLsSB28/jxf4QcsOcjUzR1imlPpcmrmmlVyn1APBJrfV31q9fv+PTn/70BuBV4C6lVN2o89MBzNFa940i2ClghtZ6RGt9wMyMlAPztdbbz6ZgnwsmNipjvMmkUXI/A+eu7J9ImBqBJQgpG2/YGTUFfiZoTafWbD3La0mtaUB8uj2Y7zYXolXgUZbUnFsr+5bdubyl7oH79lRVzey5LZUVebhqdl9N8dwgeVX9Axkea99gr7YGD+UGiwojj24OLPz6rh3lrz/zxILYq3uKHT/F8h9vQlMMhnfAtpfg+yPQdRBWzIE3ymFkiRCqtcCMmfCTLNhsX7atRDniuaSsNTGIhIBKyM0TsliLJD5sA55dJ4Vle4DjnbA1IbMHXYBnBAhCZge8HINXZ0PcIQWIbw7Az5JCgj+M3HtDiBd5A/CU9+jMIylbojzuHXQghPUoQlDfQOw8CxEyGwSeQIhzukAwByHGh5DfYqY5xnHAk3JGC6wj7mFEyXYhynA3Qlqj5j15nLRU2Mz3YzXbq0LsI1HEYrEAIeaP1Wl+lQGzk3BdXEh2vllf+vqcY0nY80hZPLHs/mbELpKD6SoZkPjAeYyRj9Rp2ur0KUk5dyOD08m24AGQSqX+ZdeuXY02m20O8LnLsQ/TmFhME+WrEE6n8x+vvfZaTygU+pnWesPl2g8TF/cyEpk0nkhni15WmNiv8VYmFyLFK5flop+G8deGET/kCYwqqHsA+F2ttV9r3aC1/l9kOvZe4x/GqMteJPz/OEBnZ2eez+fr11pvRQjT50etvg3IPc1KEWWUH9wkXNwL1Ke3cZEfMcbJwqTxwvuBredRXCcDmxGf+Xjbg3KMNQeAVQrHqlMLsc4KpbheKfJAUjBWwshtWSO9ty9t27HizoO1qz67ed5HPv/aH9dc3/LZihl9a3LKBytLl3R15VcM9s1Z3Hmooy2rPxFxPBkbcv/ZT34271tbDufqbRtm2/Z1ZOUdh5F2GG6Ezghkx2BeDAYKoXkJfGwL2PZAxaPQPAcG4uL73Y+okrWWnL58+9wDOcm20v8GyhLw/F9qGr6neTNXjmUWQiC31otNoAiw1mter9ek6iXy7DXgtUzodsLhAmjIgE3DEP8dzRMPap4YAR0VAnw3QjxtdZq3kHPxo0Bh0hmNBle+uRPx/mYjzUlyEFLchpDiNqTgdY3Zl5WI4hxB/MHphiGfQSwXu2xDmdsQlfogYuHIQdTfck52EHSY47IBiZprR5TpEbOd2xEF2Yr8JruARQHFzS7wJCAyIDMaxYg1Yu0zivfnyu/sR46BnO8e/r1vh5DrwUpOptD0A2/XaTaOPmdMod81o/62BhQzRy/j9/tnIcR+17nOv4mE1jqWSqXWFRUVUVpaul4pVXS59mUaE4OJ9upNY5KhlLq+trb2oWAwGNda/8nl3h9kitPi9/ttPp9vvJTtvInq5HYR6PX7/ePSftnEsq1k8uLgzodXkJvjzvQTRiEuRzp4vQriPzZNbLYg08l/BTxu3lKMNEz5pt/vz+vp6Rn9vW0FvqyUKtNatyFTyYMIOU9PtfYiFf1p/3MNEDXLXzR8Pt+wsc6MS8ax3++vRBS5n47H+i4F5rO9iRCyn4zHOk3XxtPtJF44Y1HVmdB+//17Bhoa9lQCcz74SMUtBVUDhdGwLffwrsKCvMJwf+ug01lROjS051BuZueR3N4jb5a69aC7//mN1duSWPLLobMMivtUymHJ691mi2RsHYDFLuj8sDTg6K7XtN+pqFTgzIUCBX2V4LZDZBMU/g54fkMGWu2IUpttm7d/oULtThye40ZmR4bXKfLrNdvMZ6xFVOjsdQoLQnIXrFO4EdV2CIk1i/WJ6v5SIwQzYbkNov+m+GA+NBULkW0B/gshu9cbz+4OhKQWeI/WvDGwdHvNwMJdyew9i0OI6puBENZtCLEtQQbSTeY1hRS9pePbihHi25eyJkKWqLNIoZyIKm1DbBVd5v9uThY1JhF/scfsZyYnlekoUJwFM4bgHQXzrHBDXMS2lb1yjbCaY5WNRMvNc8Intew3QEfljx9wjxR3Zrg6i7cBx42aPAcIBxTd5nhnmX3LZVRbbPNZcwPqRH5zG+tRwM8u9/VSa/20x+N5YfHixXf09vb+PTJImcZVgmlF+SqCUsqSmZn57ezsbNra2uq11k2Xe5+MurYDWD4ebXbNDXvS4uDOhzT5H6cWwjVAj/EIX3b4fL5uYMMZCjI9SF7qdhBFxfybQOw2C5RSNWbZGDDParUGgURDQ8NotfUAosin254fB76HELw0ZnGyuC+FKNBfSb9ospQvShkeZ5+5G/jFRLVQvwhsA5rHo5jWpMuMnE5GNml6N53qHT0FDQ0NzoaGhrkNDQ0f/Ku/evnT2dnhwNatpY8CD9SuaimNaLKceSPRxTe2Hq2s6XszIyMRaHqpJrDt2bm79z89b0OwNzvel3BsSGJZnQU/T4lq+/YsbRmojbi7c8ta4y7JTx5+DCqHofAjiuvbYKQfSjTccAwOe6H5Bpnt6BmULOeXkUFgFo5o0uId3hv6wUOvIaRsMzIATA/EwoinOIGQ6NmIfWEjYj2YBSxwgKtA7qfbgKfrNZEhOHAM9gdhuE+I5pvA9ch5fgQZpPUi6RLNQExpi6Pg9Zu8Awv2liIE+EnzGEAI7XeBfzWvJRAi3QP8JhIneQdiuykHItqeiKqUJYpcMws4WaSbJt89Zj9sCMFNR8llmnXnItelHKAxBF0abCnI1lDllsK6FFJc22r26xgyeLBFIKNXXncCSe/hWTfHs/sLzDZSyCxMDCHpCvkdZZrv4vjoQr86zVCdZqsp8Ms88lvfXQ50+3y+McVDTjTC4fAftLW1Jauqqn5LKXU5OmVOY4IwTZSvLjxot9uvO3jwYFcikfjS5d6ZNMwNtpBLzOc1BVjRy60enAEJxseCMYw0M5gyMGT5103aQRoJ5MZ3psYkjchNd7n5uwfwOBwOK+/2t6aLb2oAtNZRrfW3gHlKqRlKqWLgGq31cwBKqYeAp7TWI+bvW4CPAPcopXK4OAxdaBTe6fD7/bOBjstRwHc2mAHcVmDBOGR+55wvTaChoUE1NDTkNzQ0rGhoaPhEQ0PDF4FHgT9KpfjwrFnB8iWLuwZnzBgYTqUId7RnND7xxJz9X/nKjduzi0L/38Of/ug/vfKVm3+waU9psRWLO0/SL44Xwi1O+Fc7bGkDy5tCMl+Lhz0bqt/3Usci79DTK+BXuWDbDc0a8oJwRwEsLJDC0OsT4KzX9GpNKq5pr9c01ksDFLfnk489rGwJW72mEZnNsAPJek3HOokwW4Sor83msate042op/ORxIlwJhyshYP1mueBnHWKMsTaUJSAziDMaoGPp4TErsJ0GRwSUvk44kd+C7C4ukoKcrddtyvhGf5P83w6jWIuYreII2T+CGJbeAcZdP4MIdI/A+7VaEvSHY5b4o6U2V4rMlCII8cmjmx/Iyd/y1kIWVXINTuBkOUsoDoJ1yiY4YSohlotxD9hleVqkcK/WoT83h6R3/jSHPi4E+62w3Bm49ysaEHPeuBjSPLHZmTAUeGQ90WQa0VhQKECCktAMTeguNb8O3+kuDMr6YzczmkWPLP8ZGTcvwta630dHR3fCofDSin1jYuIzJzGFMU0Ub5KoJTyZmdnf3V4eJj+/v4/01pPaqzYGPAasMzv97svYR25Pp9vsmPuzgvThOSSivr8fv+HkQLFy+1vPRO2M0rlNTMVGinaOR1p//gsc6NIAUm3210x2t9q1pNWxGpHJV+gtf4UQgqWA08ppdJq/VrMQEIptRopWntCa/048GGl1AUPVkz83kV7lc3g7XYusuXuRMKcS7UI2bso+P3+IswMjlInP2NDQ4PLqMX3NDQ0/C7wj0B6yvk2xJ5gAdi1q4jNmytaGl+YtWX/c7O/+VsP3v/YNx+5V7/60uxXjh7Na127dm1SKfLeglvbIPs4bN8G223QFoH9CnIK4e4KuL0arn8HCjZpjv70ufcv76lqzrRCbw68UgRlh2S7L66AL4/AczPhYDG41inmrzuNQOWs91st2QM68tJtfesUNQghfhYhnyAkdXe9ZjeitlZw0mqyC7EbNAPBv9RsBgYDigJkoOg06yvvB28cNnTCW3tge0y62M3qBesusVoNID7g25Dfw4+9TTNHum967W/jWQO3IsVzVci5vwP5beQiqnEjQnRzkOSH+xGiuzU0q+mn9v6cVqTwL52KMQtRlU3dITORfGcLQlDTLaxTiAKdQEir3fxdqMGSgmASrEkh6AeUkO5coMgCZW642wLHcuCoBdozoSlPjlk2QE7YbXF5hucjiv0CwDEH4rWiML8fER6cCFm/zRzn4+azuXpXvHWDq72sZXR8ZkA88Hcwqq7CdPabNMIaj8fXt7W19eTk5NyCfBfTuAowTZSvEthsti/OnDmzJCMjYzvw/cu9P6fD5B03ITfuC4bf78/jVL/alILP52u/2Gl8E8NWDqd0pJpK2Il0I6wZ9dwWYHWaxI5KnyhHbppFyM3VDkR7e3utoxWWUctHkJviKRYBrfXzWuuntNb9JmP5jxG1LD3N+rfARq11OhlkgLPEko0BPZeQPbwCaJ4q079nwKvAapMze0EwnvnI/PnzbQ0NDdV33XXw9/7mbzY80tDQsB6jFiMRYddwcqCYQgjmBqTF8hf+/u/X/OG3v33D17//5LxnvvnEvJaItuy0w38lNK9rzeOrFG4FXi/clw97LfBULSxIwtPD8Gg+bMmERBk0ZcNHyuBBpcju7i565f77fhFbCQtWCuGyRWB/h+adf9EMBjRP/UDzf4iqaQVYp7hhnWLhn9/2sl1H7fda8/p/XD/iOoKcfxnI4OtBgHot61ynmMtJ9bVpncIGDNdr9iHkr3KdYmYLVB8QlTkOdBqC/Q7weh8MRmHNEPQ+pOkFXsoW8WArQnznAY8hMzDLlLbMTXrCv2z6f//RD/y32U56HzvN3z9D/L1Lkd+QC7FO1CRdkUPO7sI1SlvaEStDCHjdvG+32c5WxCJhQexNrUiNgRMZFPQhfmc78juNmm1Y44bwxiEnE8qyYaYH8pzyu78mBQ+5YFYUFmbDTSG4plcKJYPAK8mIe0df1uABRJGemQd0wZ0tcq15DCHd7cgs21t1mhHE8tU6VNsYDFU3Wwav3Xn6fc6CDNTtAYUnoFiM2FEu6p5zMdBa92mt/7KyspKCgoJ6pdSlCEPTmCKYJspXAZRS1cXFxX8ciUTo7+//vUtIAphovIAoJhcE4/9NTFG1dTSGL3Qa30SU3QM8O4X8rafAHPcnETUnjS8gN6GlcCLhIm1/SGe+WtavX59QSvVjkgJGvT9NmsPIjfhdHu9RCRvFiDd0iykmzEduiKOP9TPA3Iu5MZnjri/UZ27U5MWI53VKwufzdSGEY0wtdhsaGuwNDQ3VDQ0Nt8yePfs3amtr/wj4Z+DPH3po58J584LzEUtB+vvrQ3y5PwG+CvzB2rVrv7x27dqGtWvXblm7dm0fYq2ZNSjftc6DokOcbEqSgiU5sLwCfjQDXl0KfTngzYFP2uA/bVI4Ogy43aB7RFnVWjM88Hd/0e5Y/nY+oH+h2VECG1cpOS+UokAp5tRrIvWa3fXibU0CyWR/9vKRt67v9Pl8resUhbIbLEPI449GHZJ0wVs3kFWvTxS8LQCo1xxHvv/UMSgLClH+EvDwOsUdiDrdCoRK4JdFEFmnyGuF3+mGz9RrQkis2z5EsX0O6fK3t+yJD3lT9nhR77ItEXO870Xsa+n4vSRCgHMR+8K/IiS4JOmOXGMfzFrByULEIoT8hpBknWJkRqgPsZwMIoOdWxGyvcMsY0MKBI8iJD2CqLyV5rhkKFgxBHNdUOKB3gxwpSDXK5YMuwey3FCRAzdmw13L4M8qtGVledy+LZXfo90w3wtZcXD3i4JtNd9HOXBtnWY4oMhB1G89UtzhLnvyg48vWO+zBtRJy1udpI8cQa4NC5BZr12I6j5p0Fr/5/Hjx/fOmDGj3Gaz/elkbnsaE4Pp1IurAHa7/esVFRWOHTt2/Ehrvely78/Z4PP5Un6/P+73+x/w+Xw/voC3nje/dSrA5/MNmmLDC7G9ZAO7fD7fkQnarXGBz+fr8Pv9g36/v2b9+vVHtdYvKaX+B7hZKZVAbmz5yI2pEyHKcaQddQtSqe+AEy1q00SrE7mhnSkz2oJ8758D3tJapxX3KvM+G0jDEq11zPBqD3Izv1AkESUtfAHvyQD+18QgTmU8jRClU9DQ0OBByFPlqEcpYNFao7V2Wa3WE5/N6UwOI1PgRxFC0rx27dqxdMbcD6hyUEmoy4Q+J2ilaLkGPEdhiYJMixTNFSMEqcYNA5nwWBe43oTdxVA2A94e0BIFpoQkzX/kpo07cu592r5K+dxI+kRaLU0A0XUKB+Cu1wzUa7b4/f4MnbBEQv/365vN/iURO8JGoKZenxI1VozMVHRhGtykP8+oZbKQwcAIkmhxN6I+e826ZyDqag1y7g41w16r2Bao0yQCiijizy0EPgF0WeKOZPnPPzIcLerOQwitCyGn6ZmTYYRgx5Fc57uB6Ehh1yZnd+EsZNYnxcnCvQrkN3UE+T1+CCHW25GBlAexcLQjv8l2894oQrg1RoFW0KKh3A6lWiLn4kNynba4od8Dw4ZVd8Wg1AUvuSHfCt4U6DgMlfUUfj6vpP2ZHnvsl/1xhzcF2bnQ0ye/95/XabYHFOUmEq4bGN77V3+Tj1VX+3y+515SrO6RmaQ9o76LMJLYMVynT/qXDaG2n5a/PCEwM2CfKy0tfTEvL+8LSqnvmmvgNK5QTBPlKxxKqTUul+tjO3bsCI+MjFwJo9cewO33+2t9Pt9YR/rZPp9vytouTkOH3+8v8Pl852064ff7ncjN7+2J361xgRO4a/369f+rlIpqreuN2nstcpM8gChTAKn169fnIzfbzcj0cjFwxCjF6YLMBNBmiK5Va31iQGRuOLUI2Xhp1H7EkZv36Y1shhEyfsHw+XwhM8gZE1H2+/3VQK3P5/vVxWxvMjF//vxUd3d3/te//vVPVlZWHkYIUwXvPn4nEIvFlMPh2ImQ4nQhW8/atWtNq3IWANa1a9/9XtPCukOLgov5V1colIL+MLzcLoTxphAoG2Ro2LtHBo1DK4Uw53vhUASWZsObbTDUCTtthlwCzAJLEByPPvrI4Bc/+tPZldB3XNTDo2a7/UD/OiFamZyMHFytbKn4V49UN5u/44iabOG0QW695sA6JYqkUaRByGPGOkWqXp/ohJdASGYZ0FGv2bVOMR9w1GuOrlPkDsJ1FjmX24HuJITWKRz1mtj/z96bx9dxlmf/3+fM2bVaki1btrzbiR1nD0mchDQhQAhLWU94y1J+LdDSlxRe0YXSFo6nUKCUIqCkC/CjUAgUiy1voSSB7IntrHZix3Yc77L2fTs6y8w87x/3c6RjWZK1HG2Jrs9nPjqaM+uZmWeu536u+7pjmsEaxSmg+DqRZHQD64oPb33u8Nu/UB9qXXpj8eGtHebctpjr9z2EhC9DCPHfu+HBP7EGI1qhHkaSAy9DOrCnkOfXQSKzaxm2lisw596OSC+qzPwkQsxLzboZYEkUTqXhmAPlfggGocqD5jRUBGFdABIZWBqEjs1QloL+FFwHFFkwkIJOs4OVvv7CK0oCmbVFmaBXKNHugnYY6IfLf6NYuhUCDXC0B5Z6gfSt1mAk4xYmvluviJbCpd2iKR9CTHOyTrEZaYdyk2tXIW3tAWYBWusHA4HAzyKRyDuALwLvm439LmJmsEiUFzCUUlZxcfGdFRUVHD9+/AsLodcaj8e1bdv3AO+wbfv4+byVbdtejkRzFgTM+SVt2w5OoHLgq4CCeDx+72wc23QRj8e7bNs+DlyttX4YQGvdggwXA6CUugA44ff7T2AsxXbs2LEbSSJag0Sz/FrrjJFJ9DFMrsnZjjJFR2JAu9b6lFIqYDTJLchLfY05BkcptQQh3xOJcI51fk22bVedz6PbSDRuQ5Kk5g127typEFJUlTOtBJZXVFT429ratgwODtZHIpGR3tE9SKJUPXC6v7+/paGhYfDTn/70eImz/QiRGg1rEFLVXqS4Dkj0g6s1+7crDgCrq8F/Es6cgMBqsLolAlxs1qtESE6iFfqaIKM1rlIcteDS7YrEbs2RpVCxFAZ3a/QnIrcF1245uGrnwa37AGokqW7AyC6GbDJNcuIm4Ns5x7sB6cytAl6qUUMyod5azUAOQaZGJADVCDltBTpqNb01in6E4DcCK4zHcv9FsPILig1Aw5c1XzLbqEY6dFcgEeF6gAp4e0qKkNxVp1gDHIhpEradrmx79WNXFxzf4Frp0EpEa3yNWT9prsVJYLsXSvutgeiLSCeoE3m+nkcixtkCQgfNsRcgv/s7kZGglUhnZScSbR5EiLKHEPwgcDohv81NgOeHtA+6U9BSCEUR8KchEYCWAKxwxEquOwOWH4qLIZGA5UXQpKAh2l+0JVHaVaoSBf+KKWtdAZsjEBiAdwQgtAUeOgCdJ67ZUxbsWvLUX/7jX7QShz1qODmwTnTjm5EOQT/njiqlEMePWYPjOH/ued6b1q9f/16l1J3zebR3EeNjkSgvYCilPrRx48atp06dagD+aa6PZ6Iww/i7kAINY5JgE3HNLABt8kg4yLM1JlE2Zb0vRxKeFhIeBj78yU9+8pkvfelLBYDSWjcrpQq01gOI9ZX/TW960y+RlxMIkb4FsXJ7KCcBbzvy0v0eSAQZhkmyUupqZLj6U+b7jPnbqpTai2TrZ7EckXlMRjoxGvpt2y40VRfHwnagPh6Pz0nHdOfOnX5kiH45IpXI/TtqRF0pRXFx8anu7u6icDj8gFKqHhmiPnP77bef1VExnYVx3WW05vQ43+3Jfl4C4TD0vSRkHITEpIHAWujuliS+SytN0udBqNoDDVrz3BLFZlfOJ2TWXdoFBVXGhWO3HMNpgK8MRl6w7bpi28YymvPlmA5AjaIA0ay2le7gKuDR7h3x0IYdXHYcWv+PLHemVssQvolAlyGFR5JIWejLkJGfZQgBv3+7IrRdUbVb04i0Y90IqewEUrWa+jpFplHIXKHZ9jakI9GPdAaWGZLtlMOpUmg2zhkdMUkmJB6Pt/x9zVde6r587wXlT1zbgJDxXd0gC7oAACAASURBVGYbA0jE93e9QDqqfW7K5wSOIKT3KrPfVyPH8Iw5vg7zm/oRuUYAuX/6zDY/iHQG9pnfPYwQ8SqkM3McWOWDdg2FRndVkoTWIESKoMCDKlNXO+mDzSF41oF0AJYWQoOSIEEXkK7oXlLaWdl8ZUHL8p8gxYmqCsArEJK+LAkXFyvvCXdp+zOX3Pf65+uFFK+IaR7Lue3KkEh7IqZlRCGLOoWFRNA7mJy0alrQWp8IBAJfKSsr+1RHR8edSqmr5nH+0CLGwSJRXqBQSpWuXLnyC4lEgo6Ojhqt9VR0mXOJ54AVtm1Hjb3aaCifRxX4Jox4PJ40kavxGuXfAXYvAH3rWYjH4ynbtr/zk5/85FVI0tJPga9qrQdMueoblFI/uPzyy60dO3akd+zYobTWnUqpbwN/qJS6FYnslCFJRf+itT7LfzinfPVVQL3Wum2kLAPR3RYqpd6qtb4bacuO5uH8eidYse/R6e5rPJjocAlCzCpzpuVI0tf5ErHbEULVkJ3C4XBrV1fX1V1dXS+O5dJhRnAmXfBGSZS0UIsTRHZeJRKpjSIk6/RufXbEP6K4dhASBULAyssh3WtIdbccf7YwBVqKTwwdmyHARbV6aIg9G/UcrNUcqFFcXqNI7oGNV4IVUN5mp3nZPv/y1mPAqgvBOg49tTnHVKP4HaCxVvOQiQovQTp8rSaRb0guVgzLwxKdbqzVZznWDN2HMfFjzkb6QcjhUSSa6yIktw9JBOzukC/+uEis5nbGtDj9VN39tqdab37gynDL8gMFJ9c6SFT4ViSCegTw0mVdpaHWpU8jnctsEKIAIbaHkY55ttjJUuT+chECvRkh+BuRdisrdVtqrt1aRMpRbpZJeZAalGmtBaUaBgJQHBbiXdAPKZ/IMvqLodIaDiCsRYh6TxoqM5AOJaKRZCTx2fBg1DLH3gKs9uBUJxSpypbfveWB13zL6iktaoEbKk0nqE4kQH3XgpOBe5qkzTiZcy2IyXWb0ed1LDiO8/mTJ09+cM2aNZfv37///ZigwCIWFhaJ8sLFZ/x+/5KGhoZd5KlM7WzCSBQ2IFGDc3SehmjOmwIOk0U8Hm8daxjfFIB4DnnJLTjE4/HEU089taKjo2NvT0/PcaXUNoRQXAI8bHS73TmEF631HqXUC8AfIRKJIPCM1nrXaPtQSl0I3Kq1fusoJDkbVf4PhJi/CWjSWj872ramgCbbtpeaYitnwbbtcmDvSE/oqWDnzp0+hCgtNdOyEX9DY68NyO/YhpDHZvO3EWi+/fbbU6OtYEpbV9i2HYrH46kR3wWBwSkW9Oni3OHuJcg7ppUcn+ntiitPQqoZAksg6kLvbs3h7YpLK6HtuKbfJOqVjYxcK8V24JDRH5eYqRmGdObLc46jDSh/EjLNa08cec8t97/vru/84cCJdCishUhHNwspyyXvHiaxtFYzmN1WjSJVo3gN8EytFiK/Vb47bxtVm0Pwcwh1toOc3fdps5+STugchOomWBWDljrF+kLWR/HUL32p0M1mWwHkGboMcAeXNz3Xu+2FJyp/+9pOJIp8MXJuv0GI+HIzz0WIc1avfAax96s3y+9H7qFqc0yrzL6y5eOzyYFhYKMFz6WhxwVlQcoPVgeEMuBUiutFQUg6GuvNubpm3V6g0i/n0BPsK35tX0l3U3gw2mr2EwbKXEi75W2Rpm0HMpWP3NiRhJtSQpIfqVe85SJwTsFjKVjfAttScOFPFAfepYdsJKmXMtkV1eNUkZwpaK37fT7fnxcVFf1nKBT6olLqZ/OwxsEizgOV8y5bxAKBUurCQCCw3+fzWalU6gqt9b7zrzX/YMrrfgj4RW5VMzO/IB6P94y58gKA8eZ1ckmVsYP7XeCX59Nnz2fYtl2VSCTe9eUvf9nyPM9BXoYtO3bsuAconK6vsCkesk1r/XQ+jneysG27EKkCmcmZtxTRc35rIlZ+JipciEThypFIcEXO53ImFqzIRvhaEGLWbD633n777ZO+h2zbfh1ybo+MmF8MJGb6vtyuqDoB7S1QbqLEKIW1DK6ugmf2atJKUb5UiA+9cFRrGpQiipC9J3WObngksh3UGkUIKfrweOkOe31/w/Ll+7/1x/33wm6taTN6Yz9QWDtiuD4XJrL8bqRzu2+EZrkKkWJMqa2qUfiXwbUbYSCmpSR8jZxnMeDValrrFMUIoSw5/sFvbyk8vr5t2YOvqURGCioA1XXZXmfJvsuPmmS2MFK0YztCgO9H5BdvRUZz6hGCvQfprN+CJElejUSns24X1/uAcjjYBRsd6bz5EdLtAEsDEMkIiW4BBkISfS53wNsEySSEKsRDOhoALzjsmx5AOnqDGHtFT3kV6XByc3gwmkQcSDZp5YX3b99FtK/oBxv3X/oI0tGuR0aUtprt/HSPJAuvWglNUSi/TPPr7G9cL64nS/aY0twxTUO96NDd6hxCPVNQSvl8Pt+uYDB4TSaT+QfHcf5qpve5iPxiMaK8ABGNRr9+0UUX+Z999tlvLVSSDFJm17bth5CG+q6cr4KMnSi0YBCPx3vMMH5u9PEawFvIJBkgHo832rb90mc+85mBXMJ1vmS43KIjepxeuilTPSck2cBBXsK5tnWvQ+QyLgxphZfkTOVIVC47Zf2eJ4IEEgFtzfnbiiEgWbeJPOER4MO2bR/IapFNcRE9CyQ5DESaNWnOlngEWiHdauwDtabjGkVDC4R7h2UAEaBvPJJskLBtO1qr44kaRbN/84tFwBbfvst/vgXK75ES1NRqumukmlvhebaXBO6t1TSZgiVnajUNRlJRgERZzyHKNRLJvBApif2QmXcVUoyk3iz2sTY4uV60yf6YxqnVJGoUg+vhbXcpjgSFmD4DFCarGw5klnS/pXz39p9byUgDsOzwJ//Bt+Ff/iQFrK6T4ijbzPF0mmNbi8icHgfuRvyYs2W4VyGEO42Q5I1m/ovI8/d6F17tG+6cNSPVBJcF4aAjbhYOUFAKS/rBckSXXABkIuBpSFsQ8g9XwMxWw0yZv9cCrk/7HIVq8JRX6tO+64FV3eXtPZ7Pe2nj/kvbEUKelWYkkOejfY9sp8oHu6qhoAn+1wOKGzbBd/cIcd8f07TsEXJ8cZ2ixBSomZU22HjMf7y6unpPIpH4hFLqW1rrWU0sXMT0sEiUFxiUUm/csmXL65qamvpc1/2buT6e6SIejx82LhE+47PsA0LxeLxrro8tHzCEcrlJYIwgw5w/muvjyhMe8zzv6iz5/eu//uvKYDA47lD0eOR4vmDnzp1qy5Ytvvb29vU7d+70gNLu7u4Li4uLr62qqlqyc+fONyPEeDLFZbJJXu0ISekwf9sQ27VpSzkmCqMzfxSJOmaLa5SY45s0lBBGpXN8a8dBCCi8QHHDEYkoPq01Ka1Jblc8t1vjbZdkutYnJentOa2HyTOcPwIYj8e7TQc1AeyNvv0X5cBj//Dk1Y2IrGAItVIlb9zzNhHkLKk/mrP8hYAvRyM9Eo2I9jc3V+E4Z5PqezUsb4CN1fCsiV4vBVacgbITULUd9saM1R3E+cId3+jpvOrpdy597NX3nX7PD08ue+Dm9YG+4lIk+e4ChovAJBESHEJI8GGEbEYR7+FuxC5tiZl/NZIE6CLSi34PnuuUcy4D3g+ctOBEKRQOQJMWPXBSSTGYai079Qcg3QmBQtlHi4JgAPo1KCXH1I+QbMtMKUD5XF/Es9yEz/ElADeQChVc9MS1/QjR/yBynz6AlOuuBx6+Fpzn4MlLJe+jqQDuTgihr49A7zYI1iuWxSQ6/wigqvVZwQtMmWuf0TPnHVrrJ8Lh8F2XXXbZe7u6umqRUcVFLBAsSi8WEJRSwdLS0oMbNmzYsHfv3j93XXfBOF2MB6PZfRvwK0Sz2b4AnS7GhBnGd5DM8hXxeHxUXe5ChKlEmPVcLZjPHZydO3cGkCHt0aaSnKkYo6lNpVLRUCiUSCaTBX6/P+33+0crjAISketEiFwnQlbaGSbHPbfffvu8uadNh3Q9Qtz8QNFU5TJKcRFgac3zE1h2TTEkV8DFR8Cn4TFt3B22K25CEs0iQNMeQJ9H0rBdsQ7o3D1iOdOmLEVIqjUTMq4aUxWuVo89+mUSDsNI0uHJMbZxAXLeg4hzQwiJ6PYh1QDPOvbvbH7x5sTq+lsq73/tzsSq+s3h5uV7fE5gECHgb0ZGDPqRSPktSILbAeAHSB7BjUgS4i6EPF+NdEqeQchmmTmeM8iIyH2IFd2nMJUGQ5BIyTo6CFXusMZ5vQuhCJzOQFkxpCpEpxz1Qb8FjUGJWncibb2HXKMoJtkvUdjnRfuLTjWsO7aqqKtssLh7yTPmN1ltzmsP8Fqz/FeRUZ9yJHF0NXJPZ5/Bt5nz6kQ6pVGgfM9wFD0Y06RMJL4wpoeqHuYdSqmqlStXHi0uLo4cOnTotVrr+2dqX4vILxYjygsLH9Vabzh48OBRz/P+ea4PJl8wiX29SKP+1MuJJBukkJdW73yvwDcFDAAfRsqTz1pyotH/RpDfdbSpKOdzsfn/fMlx58Dn8znd3d1LQqHQGb/ffxohCl05f7Mv5ESe5REzCjN6cxx4I7BvmlZ3L3J2pbpzYMj0SUD1gtOj+S2AsVgL7hYphgLUMWjfIOSpSilCWtNqJBvubn1OBUffaPs2bcogolF+jFGkEdPFeAQ5Z5kBUxlwVJcSs43nAGoUlyOa46dr9ZC3eE+Noug6I6GIaV4oeumCJjea/PHTF+0PbDq1VkedwMXIfX4EsWJcqWFjAiiQqntrEPmBNoRwK/LsXIpE9Vcjz8hmhHy+hDwvtyHRZQe5359EyC0pkXcUAI1+2UjQkcIx3cDSQQgosCwoVGC5oHwSaS5HiG0Zwj9SMPT7FAA60l840F7ZWNyxoklV1q/2IxHnbeb3cJHocgPiAgMSma5HIuo3mW03IFKRZ6o1B+rFgeW1SKe1C5HA9SMd4weRqPmM8iGtdaPf7//7VCr1OaXUV5VSl2utF7QE75WCxYjyAoFSalllZeXRwsLCora2trd/4hOfeBhp7EAapyDDGrBepOHJau+yWbbZoeJ+pOEtNv8nkN51qfl/EIkQZit3Jc28ErPdlFmnGGnE0ghhKkIaG8fss8Acl2uOKYqQlaymL4JEW7L7+BgiS+h7mZxTbtnZdyNJKydeRucEcp0uQ15WP5zMOSmlKCoq8goLC/3pdLrSsqxIMBgkGAxaqVSqUikV8RtkMplyIGpZVtiyrKDruiVaa59SyrMsK+O6bmCM/7VlWWnP8/ye51mA9vv9ac/zLNd1k8CA3+9vdV034ThO0vO8vmAw2JBOpxMDAwOZ/v5+N5PJ3A78O8OEbKFep9Gep/chsoLfTuecTp1a7R44cJH3pjf92hrtnH7607dXV1a2vLh+/YmC/v7CyObNL/UCffd/7/23pC23+Lb3/fD+xv3bEkc6ypZ3H9341o3L2p54unNJ4+rVp9VrXvNQYv8v3npRb3Nl6/Uf+ebpCZxT9t5bA1wJ/Gyur9PgPbde6Cvt6gpd+2Q2Yn7OdfK6Syz8ToevcGDonPp/8J4St23pG8pueOy+qqMbt3jBzL5URdtAuGHlLafe9N9XWsc2fX/dk1cXpMs7SnovPvBi34UvtlX97G0Fp4p7VxbWr75qhVbH/X2F6f4Nx93mN//qpVDr0kz1D3/vUqeob6MXcFJeKPliwfH173eKe/ucwoEjuL6uQG9Jvxsd2JAp6WnQPq+n8OjGdyRXNN9vDYZvVI6/wEpEj2q/c7P2eRsVdJckooWhcPJgq8/b5tcqpBPRiBfI9OlgOm1ptbQgGW4stdxQYSBT4tMqGk6FQpbSyUww7QNUIBXyA24mlPKjdE8gFYq8eOleirtKVUXzSr8/E+j3uZabigx6gPJnAtpy/I2Jor7W/tLuuuLOsq2hwUhBa/WZhyJ9hddartXq+p177vn977eWtVRGt+65ZnVFY1VZb1ln6OA1Tz5zauuh7tWPXZfeVL/68meu23Wqe83pAfL3PI3b7p05c2bpz372s4eXLVtWfeTIkTtc172TRcx7LBLlBYJwOPztiy+++IPHjx9/4GMf+9hbxvEeXpCwbbsSSSzpm0Rp6wUBY4N3E+J0sVBKcY8KY2kWyp26u7uXd3V1vb6oqOhQRUVFq5mffankfs5O4Zy/40YiJ4kEQlyyhROyf3vN5+zUC/RNRAph2/ZbkKShU7nOLC8HGDu4KqToxH9Op01Rio2Ij/K+EfPXAWltbNGUYhMQ1caqy68o9mCJp4dHI6oVahWwOydpz68oVuBkNIntUnCidLdmzDLx5tz+GClxfHSKlneTgknuW1arh5IPqVEsR8hTCqn0N6nItnHmuAxovU5GL9yYpu3zH/960DcQuS21ojm69XOf3oc8Z/0xzdE6xauBo67YsxUiz0BRzFQorFO8Conq9iHRZIXIwtYgEeYnEY1vKVLV76uYKoQY32jEx/mdZhvtQVifgZSWToSLHOs6HzgR2BABXxkMRqDPhQujUtEv2za0M9w5cdPBZEvD+uOFSxurSgp7SxXyTLcgUpogw4VWTiLR7y0IsU0i2uyg+c0fRqLF15lpnzmubBJhJ3CkWuPWy31ZAjRVm3u1XvTiweopOpqMhTVr1vxBNBr9Tl9fX09DQ8N6rfWUcgMWMXtYlF4sACilLlu3bt0ftrW1uf39/XcgDcHLhiibjPtMPB5/xrbtMtu2wwutEMdYMFZ3twI/B1LnKbAyaRji6s+ZAiMmP3K/jJwfHOXvyCk0yt+z2gzP83zRaDRYWFjoZjKZLZy/UMf5kLWMGmSY+I78m31RnvX59ttvz2sijqkMGUQ0jpGX031pUIzIZbLli1+a6oa0HrPYSwJwTMJfldZn78MRiUGv8U0u1Jr2+lFcLVyRCWQ911cgEoUxiTJChH6B6GyzJbFnGquBy2sU99fqoYhiClDGS3nSMMVQHho5340MLt1w5//uO/JnX64+uMNOxuPxoUIvMc2jdYqVluiKj8c0bXWKRJ3iSuR3WI3IZXzIdQ8g98BpJIlvBSLPKEZ+452IM4UfkXKsQ7TQWfnTmrQse0TBEh9UeFDihxVBeC4jRFZ1QlsFFETBc6HHJ89WhOE2xdPK83k+b8XqlzY7PtdKDRb0hyIDhSHE+cNC2ocQ0tndiBB+PyLN2GXO7VqGI8NpJNKfMOfUhHQIGoH/qR5O3tNmyn2+q8zx5Y0o27Zd/IY3vOH7P/rRj/5g06ZNr25ra/s74I58bX8RM4NFojzPoZRSlmV9raioSB0+fPhfUqnUIdu2C0YrGLCAUcBwY1QAvNW27e+Np1U2GlWQxjqrUxxr8k3ib+401jxrlPnWiM8W4Fu3bl1RMplMl5aWXg34BgYGKnbu3Nmbs4yFPIej/e8f5fPI6XwV2mYUmUwmHAqFEgCe53k9PT0FJSUlpxgetk7lfM5OSeTFNThiSgDJ+ZD0ZpLBQsCvjY1hEol+vSyIsm3bUaDfRFoft217mW3b/nzbw2kTXVWKtcBGpWgcw95tWQDKtisCu0cnlfswkondYq1WP8oyANi2XZp5acPNA3e97xe1Gm3bdmqWOjmFSDt2aY3i8VqNrtVMK7n1m4rXtkDfpzVP1CmCzXDbmU1HfNH3Ju/e4/p7wk9ffTJ846PnjMrENA11Uho7Ykpir0Tu5zTSufQjv+chhHQeA25GOp0BREu8HJGuOEh0eQ3wb2bdAYYtEANI5NYJwhafWMS5gBqA8qBseyADF7VDYRm0F0gEudjsuxOJUF/Rsawl2Fve4a0/uC0BFFqO3+f5XMvnWQGG7dwGc9bdiEn+NN/dhimNjZD+6xENeAIh00+a9ZqB19UrWhgOHrRVazrqpVO3ao+Q8OPVk75qo8O0Kb5///d/d775zW/e0dPTs7egoOAjSql/0VofzNNuFjEDWCTK8x/vtCzrxsOHD7d/6Utfqt+5c+dnLrzwQjKZTPTHP/7xYI4tbS7GG85WY3web301yvyRnyfynRo5z/M8a9OmTT6/3+8aWy7V1tZ2QSQSee3OnTu7Rlln5L7mLRzH8afT6dLS0tKhyFc0Gh1yUpjlw9EMR1fSyEsgPcrn3Ck1yudk9v/W1taikpKSJuQllDp27FgY+EBjY+Nd8Xi8l4WNC4Bt8Xj8JwDxeDxj23bUtm1rIsVGFgBCnF2RLgq83rbtu2ZIphABjozjgRwplw7hMkYpoa31kGzmvNCuer1zZlUIOaeBHTviG9/1rp/0IlHUGUOt5oUakYVUZ/ed/a5GSi131+qz7enOBx80JhlK7MskCwYSXiYYjcfjXs0OypMPvCYYvvHRNtu2L4nH42e5juwycozr5HnNamv9SHLjRcDumLkedSIzKEJIZT/STlyIlL1+CZFePIwQzBRy71yJXK9LkTakOyWR/tNIm7AEKE3DLkuI9qlBWN4F/SEIB8Dvk+NxAb8TSPc0rT9RvvnZK1wMefW5Fp7lKp9nZZ11IohEwo9sUyP3zW4kmlyFKY+NEPntSAf3BPI7/j4yKnHMfB9BXD9+xXCw5tUeRArAq5L/z6oOOQ0EGCrHrp9XSn2zsLDwI8BXlVK3LgTrzFcqFonyPIZSKlJeXv7VyspKDh48+LcrVqxYBSxTSqGUCnqe51qWtaBf2q7rhvx+fxqGX6ClpaVNHR0dGyORyOA8Pj/PTG7O59x5bnd394ZAINCBRL9cwFNKuUqpgOM4ab/fn2Q4q9zNmZycec6IeSOnzCj/Z3LmZz97+XRlMHKZ0jvuuCPXUixh2/bTiMXUf+drX7MNo299LcMew1n0IjrJ1lk/qDzCXDs1ghCfAl6DROimLMEYC1pzCGC7uF/0IM971249JCHraIbGJj0xMjwWbNveoCxCkZsfvuuLD92UHZloPXhwS33Wz3w6258A2oHDtZqRo32dDBPeCeNDmqFIY0yjbfvL+//RnEOt0XXbNsXAdbZtH43H44kaxYUYUnkBXNYADacgWKvZWycFT9YgwQY/pqBOTMp1/wKgTrHCfL8H6Zz0IPkjvYjsIoWQ6UcQ15QfIhUT9yNVAMuRkcFdGDu2QSjS0J0GvwNuGUT6wakA15DoJWc2HLPKmiszoVQ4gJDdjN8JuMlIwm9lAn6FykovshIJl2HHjBuRSHMaIc4liItHtnz6FeZYslHmRoQk/wZ4AhkNcOsVRYh++vGLJQofqVOsvAgKisBfnXM9poDyeDye2wn8TCAQ+L2tW7e+7uDBg29mAbeZL3csEuV5DL/f/xfr169feeTIkYPAt5EypFGAQCBAf3//ksLCwrESAfQYn8dbbuT88bahR5k/ct64f13X9aVSqaJAINCV+10gENChUKgykUgMFhUVdeccy3iTl7Ntb4zvJ/o3dxp13vlIp23bK5Ekqe99+MMfdkZ85wNK5rPn8ARQyuga0WeB223bjsTj8cFZPqZ84QbgpXg8ftb5Gcsx52WgVV46snqiObdfAe+ybftkbunu6UJJhboerelHiEs/Qriy2lH0OIl5k8Q6pHrikHxHa07BRdj2TxIzLVmrNYlgo8yfNkG3bbuEUZ65eDzea9v2ISRh7bfIb5yp1fTVKXrqJQmvwizuIeS3EyG3zwLUKaqRZ7oB2MBwqekDyHV6G0IsdyPkugTZ7pUIge5muDLlRkQqkyWptwB9SXiiGN4SgLJGaCyCQC94YYhGYElR1xKntL2iC4lSewhZD4WSYQYL+1W0v6gAIcIB811u215ijrfP/HXNvGz1wQJzTp45vgQi0chGoLchnWALsdnbUq05ALBHsbUJBotMoZl6GR1IVI9T9nwkbNteznCFSQC01m2WZe1Yv3597ZIlS76ulLpPa/1ykVO+rLBIlOcplFIrV69e/amenh56eno+qrV2GZHUYTRPy0f0UhcMzlfu2LbtK4CT2TK7CwxbgSdG03waD9vZ0k3mHUbf2jvaEH08Hndt2/45ELZtOzkbbgMzgA7kZXkO4vF4p6n6Nqkh9PkC4y4zqvNKPB5vsW37t4j+c0rFR8ZAEUKu+neb8tEwrcjcqDAd0APjRI0TCNmbdTJi3C/W1GqemMr6pq1Xue1JjeJSoMcUMtkNvM+27VCtHm4vY8NSjwbzf5YYj3z3tyJEsguJ0l6A/E4hpIBHIRJhfRIh0kmEXEYQsmkhUo0epFS2RqQXh4G9FgT9cGU/RMIQSEBnP7zQDTcvh+6G9UfDVSfX+ZVnZfMAskTXp7Qv5XMty7UcLNefTdLLEmXL/J/N7+gy67kIaS5FRri6kaTOg2beHUiJ7r3AnyDSi1azbiNwc71ouxuuleBUffXwaEcTQtgnBDNC5YyWc+N53p3Hjh376MaNGzc+++yzHwP+caLbXcTsYU4TgRYxLr6YyWTC9fX1d2utHxptAUNCkqY08oKCbdvLOP8QdgYZAl+IeCEejx8Y5/tBIGpegAsNQcZ5URjy/2ok231BwbbtVyFka7xoeJNt2ytm65jyBSO58MbTWMfj8ReB5abi4oSh1NjvEq05rPXMylVMG/jHjEPwDclUxolmSqhR+GsUt9YoQjWKq2skEjsRtCA62aliSN9ao1hvipPUYzps8Xg8jXjQR0FKMtcpbvmRoqRGsaVG4atRrK0RaQExjRPTNNUprDrFrQwnIy8z26xHpADHkE5/CHEQeQJxgTmOENXPAP8XeNTMexGJQjcw7Eox4MIqDW0+eDwATaVyPtUarBMrGoIdxb04ns9NC9F1ECLchRDewfBgNJOMJrIdnCzhzCZOZ+dZCGmPIiS9CiH4ymzzjJlKzfzfQQrSRMz6N8CQe0szEr0vRaLx4Xpzj1drukaWwD4PKkaOTmWhtc50d3f/6enTpwmFQp9WSlWOttwi5haLRHkeQim1vaKi4n0tLS2pwcHBmvGWNcP3k3qpzTWyL6oJZNi/AIRs294480eVH9i2HbRt+4OMb12V7eRkEc/4OgAAIABJREFUrY4WDMy1800gUvw48FpjsbYgYNv2eoTcj3tuOR3U8HjLzUOUx+PxtvMvRgHi+z0hKCGLNxgLuCFsV1RsF9nFbOBG4MUJSEb6GfbsnTRqNQ7wlNEgH4HRpRajrKdrNa01inU1ipIp7LosJ0H2NHCsVtNZq4c7rKZzd71t2xtNkt7eJyWhMIyQyDCmNHsWMbFHewFJhFuO6JcdxJO5AYnEPgN8BfjnmKY7pnkaSQi8K6Y5jPEfBr4G7LZEavE6s4vbER/ojAf3hKF7ENwC6CqGZ9KB9Fe6154MRE6uG2hD7faEoPcxLMvJytOS0f5CEoV92cRjjfAXzbA7kc45Pz8SmXYQOchScy4F5rsKpPPyPsQb+k+Re+htZlubEFvPxmrNPYjG+bZ6xaqJXKwsbNvO7mdMaK3vaWtr+1U4HC4KhUJfnMz2FzE7WCTK8wxKKV9paemd1dXV+Hy+r2itJxKF6JpsBGiOURaPx88bYTJDVY8hEY2FguuBRhPhGRemk1M284eUVyybiBTGLHOASRCuuYQZtr8e2DXBEuo9DFflmvcYS986Bp4FKm3bnigpOIOQlE0j5vuATdvVzHbkbdsuRxK3HjvfsubaetPpwNVq0arWarprNRO5V3KRjdxOCDWKqJHLDHVwajVOTonrkXgauNW2bX9MiLRTq9lbq8nUCqlNmWQ/6hQVdYo1iCRhK0IyrwHOxDT3me1dgdEhxzSddYryOukQbWPYM70BGSEjpnl+LdyJSBoGkHujBfipBY1L4N40PNgKP++Bg+mqxrKQ42/Q3UtebIOCJEQdCfy0YZKQzX7OKO3rtRy/z7WcXI1yxvym2U5aIudzITL6lSXGW4H1ZntFyD3TgzwXYTP9HvB3SGeqGZFgrES07wDt9WpirkumTXEm4pKjtf5EcXGxW1VV9QGl1JUT2f4iZg+LRHmeQSn1/pUrV17e3Nzc6jjO5yeyjomiWObBnNewbTvXM/m8iMfjJ4AnF4JEwZCRbYiN0kSxYIbxJyiXycUuoHMhXDtkmNaJx+NjFc44C4ZwDS6EqPJo+tbxYJZ7HCFIo0LlREWN5dsTjHDL2C1yizPj7Wu7YtV2cVmYDkqAn0+kcwoQj8c7kMSzWUet5uho3so1ikCNouCcFULJ65OP3FCeS7ZMVLoy5/9gjRRsweizTyAygrNQN3zNckdMPITU/jfSQXqY4RLfAPcibhbZdT6EaJS9nHltwNsRKzmOyXb6kAT03wAPAKtTsKleIriRDAS18tYzULC5+KlrBgaFVPuaINkB7Z3gZURPfNBsazlQEEgHB12/M8Cw2xAMuwVl5RfZ48p2SrLLlSCduSrE/WIrEu2+GSHTT4OOgHcdEmHPSnRWIwmBXYgV3iX1inC94nzP/rgStVxorY80NjZ+vby8XBUWFt6pxvB9XcTcYN4Tq1cSlFJFxcXFXwoEAjQ3N/+Z1noyVc48RgyrzVMEMJZEk0Ab8CGTRDafUQb8ajKV98wwfmq+E65JyGWGYLTKzyDZ9fMdHvDjSa6TZGFElf0wucinqfT21GidHEOSr8mVWmhNejSP5N2ao7vHt3zL2h9OCbZtrwZ64vH4uIR8FDQbJ4LzokZRUXOeKGKNGnKVmCrWc25EnuI7vnHoC/ffMjLxMc3Zv9lW4JKc/x9BOnFDx1wnUf1rr4NErRY/6ZimPaapj2m8mCZj5BpnyHleY5pUTCzRgnVCDL8S0xyNaV6IaTJ1iqjZtwb6TJJgFOk0BRApxxIkgnsDUuCk0YLg4PWPXdT4mge/65cS2EXAQB+kmuBQDzT2CXluBn6KRKwbfZ7lKK2ins+FYRKc66+ftYuDYcKc1ShnC0IVIp2BCvMZc2wfAbcfvF4kx+JapIDJFQjZP2x+nxIkwrxh5PXKwvz2RZN5F2QyGbuhoaFz5cqV1yCSlUXMEywS5fmFT3met2z//v1Paq1/OJkVjX5tTqIkE0WOvnWyL20XaaRumZEDywNMtLUnHo8fn+y6RqYwFd3ibGLpROQyY+BS27bHfKnMNWzbfi1QOoX7UgPaZLXPZ5RPsQBMC/CBkTIFrekBfjNO8ZAJY7emefcUE/1Me3ILnBuJrVGomnEi1eZaZyZ47TYjSW6jokYRREpXT+c+OIIU+xiCbdvlvqKBcxw8ajUNtWfb6SXIKR0fj8f7GS41DUBMOiv3xTTaJAOOqh2Piazkgdx5RmpxFRKFXVN39u+6CiGcHQjpXGWmHnM+ESQh8G5EW/0joKl/RWOkfWWTu+J/3tih4Vce1CH5GgVpWN8FvgC43VA+ABWORMk94Fl/JnAyHU5qzvab9xCXjmyk2+XsqHeWQGcnP0Lki8BdBU4leNUKtQ4oV7gp0CfBq0Qi5RcC26pFt/0oonc+WK9YXz/6b7kMYyc3UWite5qbm/+qqakJ4B+VUguhE/6KwCuWKCulSpRSVXN9HFkopdZXV1f/eTgcxnXdj2mtp1LGd74P4y+dhtXbE8Aa27aX5vOA8gEjeXkdkjAyVXTatl18/sVmH7Ztj+WZfF4YQvI48Grbtq3zLT/bsG27DInIHZvK+kZnPt1o4ozBdOCmeu1cJIJ248jv8kGS84BLge54PD5a5bQKJJo5HjqZQCJ0rWZXrR47IatWk67V/CY3sW6yMMl+ukZRXaNYb9oUd4QdXGWNOtdJplZzBKivUVyZjXz33vknS5wzVe8zfu6AFCz5O8Wr1gnxG9PVJabRdYrquuEoejmQimleQqK8gznLHgHuQdrnNoSAWggpdhBf56eQyPBpIK2Vl+q4bte6sqevrPf3F24ZhDc5UB8Qsl3iQUkaqo7AUw7sboHibuEqoQyEtPad0NDv+DMPm2PJapn9CEEfQDoPufwmq2nOfjbfeRboIvB84CgLZ6mPTIkPxwF3ObhRcLaCez1wQb3iJoX7u+C9AyHD/UBZvRqOLpsOnJ5KBU+t9Xf6+/v3bdu2rdqyrE9Odv1FzAxecURZKRVSSr0bKQZxt1Lqa0qpOR/miEajX62qqgr09vbepbWektemiXCl56PTgCG4Uy4qYPSHdzONjPUZxBakYZxyiVyjM/fNN515zvDthCUXI2Gi7ClgbT6OKc94I/DbaRahmPAw/mxiKnKZUfA4cKHpLM0bmHO7GiFi56BW01ar2TPeNkx7OTAX9po1ik01itUj5q1C5Dy9SAR05D3Zz9jV/QaBrlrTgfHalvV6HWWPAzflSjCS0JwUre0526lTrKlTbKhT+Bvg5udEm5uVaOw2n5uAaJ2JntcplgEXxjRHEYLag0RqL0YkGc8DgZhUEfxvYGXfppeOaeX9uvDYxqwG+UdArwuHlEg2TgINGXi0G1JpmSqS4BuEUgeWRBIFvmQ0cQHDUeOsn3IvEn3OlSHm6pRzCpWc1dezfHhLXNRKD/9KF7Ua9E0+vBLw1oD3KnDfCPypRr8XvKjZboU5z0S9Yk29OMAsm+rom9ba9Tzv4+l0murq6r9USq0+/1qLmGnMq5fyTEMpdRHwJuBRrfWPgXcgFYR+qJR681wJ6JVSt6xdu/Ytp0+fHkylUn85nW2ZRJV55aRgIom+6Vb7isfj9QgpmZRFz0zCnNtNSFRlushGReYT/Ehka7oRxDrGiWLNBYzm/SQi65kyTNTcmYcSjCm/sLMwlmP3kIeouVJYSnGdUtPTdW9XqKd/8J4tTjrwX/F4fFolrxEyOhf5AaOVtF4KULrD7gAKR3p512oGxqn859Rqjuf8P/j3P3vn/cjzuw6gRlE2CANNQpRHe0f0Al0xjXMKfjMwdmBjJcMe6T1AV51iI1ASk4IyLyLR5R6z76VGrlGdWtrad+Y9/9VT9cu3HEOKpCwzxzLowRNarOoGgV8C17XDih7YNQD3NEJ7F7SYhqi1oK+ot7+4px3pQCQZtttcgxDnbEnrnLZLA44SZUZGy9dpQCuN0hrX8uFYPlIrFc4yi3QQ3EHZXnodpC8RVYjfQ3TMb0aSATcAl57ZcPQKplniXmv9yOnTp3+2dOnScDgc/qfpbGsR+cEriigjJT4f0lo3Amit67XW/wH8E/ADRLg/q1BK+f1+/9cGBwdpbW39XPbYpokWY5k0X7AsHo+P6yU5CRRh7I/ytL3pIgLszEf1wHmqMy/LAxnJRjVDRg885zAdnDKkeuJUZE5nwRQUmDcdVPP856XIRzwefwlom67sSYtnbyOjdJi2K6q3K7ZNZDs3fuzrK1ZevvfW337+r6fd8TIdQDWyk1OjuPZtiou2S/W7vKNW01Gr6R4xb2+tEM0KoLtGsaRGTUvOBfBfCIkEyYMoMfs5596Iabpiw9Z3TbVjF9U4jUkmNMl+ZxDZRNbNI4rolRvMvrNtY+bYR/91GbD5fw1GXkCiu5cBy/xwQbFEsDsQkn0SIdFdGvZ3QWWrEOXGdjg4AM+52rdPadXkWs5ps7yLdAx6cz5nOY6JJCstH11AKVAoI2nWeEqBVjJ4Fg7ilPugOoRbESQZtmCpD7dP4eyHzFXgvhNJwuwALkiFB7sbNxx/7g93xMsA+lTftX2qb0ojMclk8hOnT59OhcPhdymlznEwWcTs4hVDlJVSYeDDiM0MSqmhc9dafxIZ8vknpdSsZuj7fL4/CgQCF9XX1590Xfcr+dhmToRrzjWhZsg2b+Vw4/F4g9neZfna5lRh9K2/M8EiDhNFy3wZxjfEKJ/lwxuQYfz5oOm9BLhquqMcI9A+H3TmRr7jTVNyMRLlwG3TlQZpzckx9M1tiI51XNi2raJlXW9YcdGhu3frIQI4LZhO7sh78kyPvBPOe0z5hGmzs1Z+BUwzyddIikK2bd9QqzlRq6dVHRCAmKYlpjkwYl5XTA/ZfhYiFe4U4tFcAoR6tu1XiD76EbNcMyKdOVoKjWVyD5xAIs1pZITtSeAFDx4MwN407PKguw+KkxCJ9hWdHiwYOGPWSSDk+IdIAZQUw4l9DkMyDV9G5RhlaAIKLA80ATzlA4KgLPD5wLLQYT9U+HHKIzihIM7NAVKb/KQuhczlPpxUgFQoXdBbdvWD178N9M0AgwSdbgrXT+U31lqfamlp+dLg4CChUOifc/nKImYfr4gfXynl01onkYfu7QDZZDmlVDYymRXnf04pVTjqhvJ/XGUVFRV/v379ehzH+TNzjPlChjm2i8vRxuWTjIA0rtvnwVD3bUgkI2+YL8P4+ZLL5MLozH/LHIzc5MJILm5gRHb/dGHIjW8e+EaHyLPMxejMHZhY1Hey2K1J7tYTymG4BCFEE/K7ngTO0pnXas48qEnvHieJb4ZQmZXL1GrO1Oq8nGczcPls6cxjmtMxzUkksvx8TLM/pjnZ8K6frSred0n31h3xbIJhBrGLO9wON58UkvsisAcpVvT/xzT3xqQK4r1BCBfA01G4NwmH+qC1C+VPJaKXp0PJcuSeOAa8BtlWAtFNZ6PaxhlEBTRDNUuURJZ9lpBmDzND+8AydNrygS8Ilh82+XG3BNFWGLcoRDIcIvkaz58sxKMimPEt95EpalJOjYM/DGo6I4T/UFxc3Lx58+bLlFL/3zS2s4hp4hVBlEc4SFytlNqQ852jlLK01vXAJ4C3AO+eDb1yMBj8u7Vr15aePHnyUeDn+dy28W+c6+hWACnikNcMeWN/9H3m0MPWtu0LkOfnUL63bYbx5zrqWplHuUwuXgROz3ElyeuAA1O0TDsf5tTP3JD0qPGwzjf+B0kOCwAoRYVSzLZzUBB4cAbaFA9ws+c2XdQoJj2aZ0Zw8iKXyYXROj/McFnp2UKEs5+Fg8seuuk3wBbjv3w7UBWTKPdSYFNMdNYdQDimaapTROoU7wS2DsCePtjaCi1B2NUHz6Whqd/xOwm/ky3TDRLRbkYKlQwiBDnDWYl8WShPJgBFBiubtewzBs3KAmWsPHxKTqgoABf6oTACK0LoS32h5O8V9xS9AVhnkakAN2DhJoHf1iu21k/BOlBrPdDW1vZnlmVRUVHxJaXUXL/PX7F4RRDlHNL7feD1wBuUUkM3rtbaNX+/h7wM/pJxfDPzdExbV6xY8ZHOzk5vYGDgDq31TNgttc/xMH6pIbV5Rzwe7waunkM7vGLgkXzoW8dA81zpzM1+8yknGYIhOLuAyBzqzI8ygXLHU8E80JmXM7YzwrRgnrn/YriD6odpeQdPCua+PDRDHTiMhCpf1+7GGsWE214zgpNvuUwuDgD9ozl8mMp+owaGahRTdlAyhUpKf1jcW2bbdgxofW/XklaGK5fWw1By4q+Bn9YpQjFNY0xz0hQvCTFMeB8HHusB6zSUdMLpJPwmg3q+XelQl+U8puGQA/cheums/KLFbCPrymHabMuT29cykgxLQUB5+IfMmfXwwtnfJ1vtz490BLTn89Iovb7Ic6sjOMEw3lvCpF/tJ3M1UGXhbveTeUe9YmO9mnQew4+OHTv25Lp168oty/r0JNddRJ7wiiDKWmtt5BdPAP8GxBED9SEopbK90XchWb23ztTxGOJe29vba50+ffrbWuvnZ2I/czmMb3So3eddcHo4Brxxtoe6TRnul+Lx+KmZ2kfOtZvVZ9TsT+dZu3sWzLa3w8wkSo0F27aVbdu/CzTP5PkBrXPRQTVky5rha9cKvMq27QqtadY6v9KjsWC03+9mGjaFE0S7KUU/XTxRqyelb47CkMY37zDtyQNAeJQ25TJGqTJXoygEXlejpsUTfPXv/vHlSJuSAohpemKaREyzy1QDJKa5D4mmX1s3XMBjC1K8ZABJ9LsA6cAHgVNAYzO0dsF9g/1FZw5uPPpkCzw6CNcjVQ6jyIjfCiSq3A4cR7zBE+AljaNFGrw0uCgygMZBSHK2OsnIc2LYi7ksUZAoKugvCPtgtYIbLFjlByuIR4TEljCDiTDJlxCXjKvO3dzY0Frrvr6+jx4+fBi/3/9xpdQ51RsXMfN4RRDlXGita5CIy98qpapz5rtKKb/RCX8G+FRu1DnPeNOGDRte39fX151Op/9mhvYBzM0wvmmI/UaTOmOIx+PHkJfL5TO5n1wYfesfcK7H6UwgwyxG7AxCiLZvpnE/cL1t27OSD2CwDUmQmtFrZwoN5G0YfxKYKbnMSDQw+zrz3wGenyFJyRBMRFdNt/Ndqyf+DJmRFTWD0WRgKLHvFqTATi72MkrBnVpNP3BvrZ5c+fNcHNxhNyZXNV7g648+WKcYVSNdp1hq7OVuAPbHhi3wDiJE9wTwEBIhVoh/9mGjfX7Bhe8OwDfU8fVd+y7bd3gAfuvCvwIPmm0cQ96BPsSlAkTe0Y04YQyAlQHLVSgNllbgOQxnFI4Y7h36NxFN+CIDEQuJMJcjrkwWUr1vUwjXDqAv9sNVYRLJKAOD9YrV9YrN9ROU52itn+7t7f3u8uXLA9Fo9KsTWWcR+cWCJsrZTNCchLwxobX2ciQYH0Uixu/PlolUSimtdbahegDYp7XOO9FTSgUrKiq+UVhYiOd5ttZ6ykU4JoFmU6FrtrA8Ho/PVrb4I8gQ2GzhBmT4d8Y9gWdbZ246OJGZJiMwpDN/FiFAMw5DWq9lBvSto8EM489aFUkzgjMbbQmI77Rj2/aFs7EzE51fhTgbzAZm28+8iNnzGL8feI1t20Pe0bWaTO0YlRZr9bQTsZcBT1745b+IIqXAR0MG6bzel7WnA4hpXDM1mulFs9xRhq3oiEkA2PNlgqFQy7KrTllO9SlRTgwg5PUB4KfA14BfIdHoNPgKJT+PqMgurH6PgAblegTx4fM8OTg9Sg9Ge8oDhbY8C4Q8K4QklwN/grQ3QaAKKAnjvjuI9+EA6StBXx4kMxnnpr9Op9OJtWvXvlEp9fpJrLeIPGDBEmWl1ErgWaVUOJuQd751sjpgrfW9wN8Afw28x2xD50SQjwCFSqm8V7jz+XwfX7Vq1Zr6+vqjnufdme/tjwYz7JaeDU2osUybrRd2dih4/2wkhxkyshmJFswWOmzbrpylfZUylBk+K9jDNIt9TAJLEbnMbNp9zYqfeXYofaZHcLIwHY3HmURHYLtCbR8eUp8sLOCuqZQEngpmU2durl1whqVAQzAl119glLLk+YbRQ/fF4/GnY5r6mObJ0ZaLabrN92NGrusUy+oUrwIiMc09MX12xyKm2RfT/Prmpqp/cdad+GW/6KCDwE874WlXvJ+vQ4rLvISU3H4COAJeCjIKvE7AA58Gn+cS8DwsncGHCzoDZyUSpcIpHUmMGqMJIM/GxWZ/2ej1MeAuBfvDpA9ESV7Yp/omJPPRWje1trZ+NhAIUF5e/s9KqTl1tHqlYcESZaTiTxGwE4YT8iYKrfUXkWph7wHeZ+ZlXzRXAj/WWud1iFYpVRmJRD4zMDBAZ2fnHVrrWWkcDRIw9cSMiSA7XDlbL+wcDAK/Pwv2RyHgR7N5foYceDM9jJ/zwp7Nc3MQB4wZ1ZkbjX4qHo8/NFP7GA05EoyZbmcLmfl8gLMQj8dPAwcnkf9QBKzfPkbS2FiwbXsbUDBDDiXjoW2WRuGWz5JcJhePIcRxpvEG8le2fhWiNT5f5L2y+NSaVZ1LWy9AIsiNR4AWKQbUZ7YBkvD3N0CjSC/83eB3wNcPKilWccoDn/YI6CQ+HNAuaA+043fwO36UVnCOMgONjEiEEV317wN/hBD1TJRUWZj0JYiyY8Jtg+u6tY2NjacLCgo2Ax+Z6HqLmD4WJFFWSv0p8EbkZrlZKfURM39Cmp+c5e5AhmU+pJT6vFLqMqXUW5EhlB/m+7h9Pt/ngcKXXnrplyaqPWswBCgwwy/tCIxZzWnGYKIxTyP+mTMC27Y3AmFTInxWMUvD+LMplxmCuXZRZraAzOsY1ibONtLMoM7cdKD0TOtbx0Af8EcmuXVc7Nb07tY8unuMIf7RYNt2CIl8ztoIVRbZ6PVMjsLlSy5jXCsmHK03WuVjtm3fPN19jwXbttcibdZzedpkI3DayCzGRLWmoVfp72rLdZ7xudVAtw92BcXN6r+REawzwBUIaQ6DSoGvFUiCLyEDGFY7kND40uDLQMBJozwXPBdI+R1lOVbWbg6GpRfZjmDu31IkunwJ8FfA7yHc5R3AbX2qb81EfgCtdaqtre1jHR0dKKVspabl0byISWBBEmUkgeuzWuvfIDfe15VSq0xC3kQkGK5xwRgAPo/0+JoQovWs1vqREd7L04ZS6oq1a9f+QWlpaQb4s3xuexLoY4aGFHMikrOR5DYangKW2ba9Kt8bNi/Lm5mdJLex0DJTES4jD5j1DkAOHgWumgl3Ftu2q5CM+b353vZEYHTmhTMYMZ/x5MSxYDrfzwM3zdAubgAO5qM8/FRgZF0z9cz5EIeSfIzglDL5hG0XqDJ+8HmFObfbgP+Zqn2mkVoMyRJimuaYZt8E1lNWOnTB4Kozz/ZVtLdVa+qvhsEKaKnWPFit+Qii0y5Aot27kbbheYbLZ7eDOgCBfZrgM+A7Dr5eTSg5iJXKKE3G53lKn5c+5ZJnU/CPq4EPABtc3Btd3Brgr/pU3wf6VF+wT/Vdc56y1/83lUo9cNVVVy0JBoOfO98BLCI/WJBEWWv9n1rrQZOc9y2kt3i3+c4dr1hI9rscIqy01ke01v+stf6KKTySVyilVGFh4Z0VFRWqtbX1G1rrI/nex0SQEyWZiWH8YmYvIeUcmAb5v2ByQ7sTxNXAmXg83jQD254QzLXL5DvClfPCnqsODmbo+QR5JiWGnL4RuHeOIq5ZdDMDIwLm2oXnQOqUi93A2nzr6I3V3RJExz6XaJ0hnXkZeSouUqtprdWTi9ya9vIxpMLppIujnAdh5Jk7M41tlCJynUnB2M2dKXv6VSeP/+9/yz7zhWZ71CkurZfkwd2Ij/NTSMXeexHt8i+BzyG+0z45F59l5BgpsAa7Cwe9UCKqM+BNISu4AJHwRR2cJR5eFWJ52IcYDPhh7NEBrbV2HOfjHR0d3sqVK/9IKXXx5A9hEZPFgiTKMORSoY2u+P8AK5VSnzVfj3leJmmvRCmV9TmdqYIRubh9w4YN1544caIzk8nYs7C/MTETw/iGkETmkmzBUEEEbNu+JF/bNOe2jtlN4BsLA8hLKJ8oZm6jyQDE4/HfIgmn+Xxph4HdpvzynCFL0mdgGH9O5DK5MNKZOvLvPBMC7psNB5bxYK6dl0/JmnGcGJgN95XxYHzgu2DihVHOB2Of+arpPnMxzZGYZkpE25TQ1ogn9rJqTWu15gXzdVMDPF+t+V4zZLpE8pX1cD6EBN0U4sV8GokwHzGOyv7BgowTShT3pgiSwOc6kHElOp+LXElG7jwAHJyQi1vowxcAKhyc2zNkPgu8F5GFjFtxVmt94MyZM99ctmyZr6Cg4BuzUUX4lY4FS5RzK9lprU8ilm9/o5S6KuuJPNp6RtfzXcRHuXCGKuLl7i/q9/v/saWlhfb29k9qrWfMVH4SaMlzBGjFXEZbR6AP8efNF6EMAb+aqQqDk4GJHFr5IpNmZMGZLTeBCaASKSE/bRh966XxePyF8y48C8j3MP48kMsMwZxbxrbtvBRDsG17DfCOOUjgGwtJ8qszD8G0bdfygng8fjeScJovsnULcyQFGokcT+yh9jKmab0WCusVN4fhSAAerdYcQDoMzyNa6GLkmj8M7ANcUA96it2O3zlmucF28LWDNTBAwDcoiX5KC2HODbwpztYtAygXFwfHMvN9Dk4JsCZDZrWL+37gs32q78o+1behT/WN2gFNp9N/e+jQoe5AIHAj8NY8/WSLGAMLliiPgp8B30T8EjGWceecn9a6AzHMf0JrPePkx7KsT5aXl1e3tLTs1Vr/x0zvbyLIycafdoTL2MHNiYZwNJio8iEkIjAtmPLY78pGqucJBmB04/4pIIIkm80XHARW5ElnfgP5j75PF6350Jmb6GZgrkdwRsAFbpqurMuQmtuQAhPzAsYzvSAfZDInl2MupUAjsQxxqJgWjN91JeKPPi9gZF0jg0JdwHOsCjs3AAAgAElEQVQXa45v0Txo5h1H3hthRM75UeS9ppA2t663rLOxqKf0UbB2gb8ErGJAOyh3EDIZcDwhzDC6BFA5OGTIqBQpUqRUkqRKkvR30x3qpfcKB+cDDk61Rt+GSP5GfZ601h29vb2fdhyHJUuWfG0mrGwXMYyXDVE2keFPAwml1Hey83OHJbKJflrrO7TW3z/fNpVSFyil3jvVY1JKVVdVVf1lUVERWuuPT9bCbobRiWi3pgzz4gjM9fDoKNgNVE7npZ2jb52tIgcTgnnBWtPt5Jjzi86xvvUsmA7c/yBlyafcNtm2vQQpYTvX+tazYK6dk4cRgXJgti3FxoWRgJxhkiV6R8GVQPs09a0zgR7yU+F0uZG/zSccAjbkoRO3FnhqPrUpBv+vvXuPk+Mq7/z/eWZGN8tjj+QbxpbBIxPbBDCM7GBuIcGjxAmv5RbJ3iybhJAwIkB+kAuamIQdJhtwxiwJ7OYmeRMCJORlS7mRzYUdOYFscAy25BBjYhs02AZjjC1pbN0vo+f3xzk1U9NT3V3d093V3fN9+9Uvebqrq87pqj791KnnnHoynWe+zvF1Pr9zZ53z9DrniXXO19Y5R2OqxiQhaP7dh16y5ysrj666A/jfwAmwO6HnAeALYYaM3pMzcOoknJjJvJnfXOBsGI4zwwzHOMYRjnCSkz3HOd53iEOXHuLQJc/wzJtOcOL4DDNrD9rB8wAO2kEr6WH+g+XLlz90ySWXXNLb2/sLDf3EZJ6uCZQB3P1JwrQrP2lmb3D30zEn+cz4eq2B6nHgY2ZWVw/XqlWrPnLBBRes/Na3vvUX7t4OOa6zUjchWcyZ6AAhh6utxJ62z7C4HsUXAkfjbbLbSoMu419YdH5rlpg3eSdh0Eu9rgD+rQ1P4CCkBtWdzxtTig4Vnd9axueBKxd5InCYkDPaVuJJTs9i6tZO6TJpMc/8/wKvrbfXPJ7YPjw2Ntao6eAaJtav5jzzdc7hdc7D65wvrjrUf27fieVfX+dMAZ8APg/28V56/gH6PjvDys8c54yvHKX3a6fh6CngdLhat+B7upzlrGAFPQvDLzvOcTvCkZWHOfz8p3jqw4c5/IenOf2737XvvvkZnrkKeGmysLuf2r9//7tOnDjB+eef/34zu7B0hdIYXRUoA7j754EPEs78MLPXAr9iZjWPoI25z78P/Gat7zWzV55zzjmbn3rqqePHjh37xVrf3yLHqTJwoJw4ldfJeqf/abaYU/wj4+Pjl9a5Cgf+oYFFarS6L+O3W7pMhvsJPVz1nug8QrjrVtuJP9o9i7gisJw2yW8tFafC20mdJ6jj4+MvIdw9sV1yk+cpcxk/lzZNl0n7GiFHt+bfg3gs/yzQlvstOkqdN9waHx/v/dymnVN9p5bdC7DOuQv4NPR8fYbld0DvA9BzF/Q+Aiv2HKH3waP0HD0BR0+EKz+zPcy98b9lLKOPPmbmxgGmA2ojzH7xnEMc+r7v8J1rZph56zKWDc8wM+9KkrtPPvzww3/37Gc/+wwz+1A99ZPquipQTk39NgY8YWbHgR8Dft3dD9a52t8EXm1mL6+hHD3Ax55++mkeeeSRCXd/pM5tN1W81N1X54922wxIqeBfgOtr7QWKc4s+WNT8rXnEHi6vo24GrGjT3lZg9hbJA4Q7WeU2Pj7eMz4+/tPAM23a45o4QhgwVJPUvmun/NZ5YpD7o+Pj4zXdrjqe9C02baMVnhwfH69n1qDz2/EKTiJ+X+4FLq4jZe2lwHfiiVJbiu3dqjpTus5734duOrDO581u8RTwIOGk8KvAd4DboPffYdVdMyz74qkwILD3VJhR4yTghnkPPQ6wjGW+mtV+Bmd4L7PNuKceEK4+XfwMz1x7gAM/doAD13/LvvUzD9qDs73HR48efff9999/sq+v7y1mdk0d9ZMquipQTmawMLNXE878f8zd35q6NXU96zwM3ERIwcj1eZnZW17wghcMnTx58jF3v6XebbdCzJerqWcy/mCvbuPeEQDGxsa+TRjF/NJqyybibbB/EGj03KLNsA/mJuXP6bw2mqGkkruA76lxDtshQlpC4TOUVBID3WV1XMa/sA3zW7PcQ+155q+iPfNb54lXBLyWuo2Pj59JGEDW1uLVwfXUcMIyPj7eH5f/x2aVq4EOEebmzi22Pwv23Trn4DrnIUIA/G+Ek4y/B+4H+xIs/x1n1V+dYNmfHqP3P06GoPpRQjrGbA/zSlaymtWcGYYLZd0KG0IP83JgwwlOjB3m8PuBH3nQHkw6Br9+7Nix377sssvo7+//XU0X13hdFSgDmNmPAK8FLnP3/9Og1X6aMCn4T+TY/lnnn3/+hJlx7NixrTHQbne1XsZvy/zWMv6R2m6E8krgy3Gke1uLP2zH8uaZj4+PryLkyLa92AO0G7gqz/Kxbi8jDMBpe7Vexu+AdJlZY2Nj3yDcZOUleZaPt3Lup3G3O262aWrLoe+l/a++JT4PDMUAOI+1wF+3+8kpzE6vuSzvSU6edJl1zj3rnMfXOXvXOScIn9+/rHP+eoa+j5xi5Z/2sGy7haubjxIGvB7spXemj76ZOLDPeun1lazE0mP+FuohHHfnEWYpGX3QHkw6gT741FNPPbV+/fprCLfIlgbqukAZ+Ly7b3X3hk3pFe/i927gQ9VynZctW/b+Sy655NyHH374S8CfNaoMzZQ132Q5sce1naZLq2hsbOwgcN/4+PgLqi0bg5GLaNP81jKOk39wWB+d84MNoWfygZzLnku4QUXHHJvkvIzfCekyGe4g/82clgGfbPN0mVm13EAmtqnWrmM5So2NjR0G7gOqXsKPc/GfGhsbe7jZ5WqU2MGT9wYrNd/QZ51zYp3zcPz/qXXOngt82e1rvP9dhDTQjxF6nr8I3N1H38HlLJ9ZzvJ0r3LFHuFTnFpxkpNvJNxo7V0P2oNr3f2Zp556anRmZoYLLrjgI2a2mMHQUqLrAmV3b0qelLt/idBb9b5yy5jZ81asWPHub37zmxw8ePCdzb6ZSSPFHq6Kl7lTd+Br21y0Mgy4Ns6LXMly4OOd8qMGs3nmVS/jd0J+a6kYOO0fHx//yUr1iydvJ8bGxh5sXekWL17Gtxw9XM/qkHSZWTG///5qg2nHx8dfClzcSd+56Bj5ptc8r8NO3gC+QEgVKCu2J6+hjlz7NvBUvIpRVmxTGjpDSb/37+/3/t8DRgk3ZnkzYXamb/fQc7SHnlMDDLCCFVkpGOY4pzjFTPjPDnP4nCMcee0pTk08aA+uc/c/fvTRR78c7zo82siyL3VdFyg32U3A28xsfdaLK1as+O3Tp08v+853vvNxd7+nxWVrhKdjPl05nZLfOk8MSL4EvKrc9Efj4+NXAZe0e45klpi3Wu0y/oVjY2NPtaI8jRR7UZ+hcg/Xa4Bnt6ZEDfckFfImOyW/tYwe4IfjlZoFYt2uJczj21Fim7Ky0klOnM+704Lk5OR7//j4+I0Vpou7nNBT3on77gTVT1CNJt2Mqd/7H+v3/pNx/X8MfBT4P330fX0Zy761ilXHV7HqdB99kMpbPs1pHLejHPUjHPGnedqmmT7rGZ75qRlmfvUBHhg+8vSRd+3bt4/Vq1e/18ye24zy52VmW81sU3xsNbPBItbRCAqUa+DujwP/Iz7mMbONl1xyyWvXrl17hAq9zm3uJOHy/AKdlN9axn2EqY8W9CrHacheTZgiqVOVvYzfaekyGf4RuGZ8fHzB1FXj4+ODhBky/q3lpWqA2Gt+pMJUeL20190Tc4snOfcC319mkR8G7uyE/NYslS7jxwBzZYely8yKYzQMeHHpa7Fur6IN57uuwQFCXvwCcczH8WanAvV7/+P93v+5fu//GPAWYKSPvhvO4Ix3nsVZdw4w8NgKVpwi3PWSXnoNYAUrWDWXbWfHONbzBE/8zJM8+df/zD+v6unpuf3KK69cuXLlyt9qZvkrMbNJYJe774yPW4AdtQS6jVhHoyhQrt1HgavM7LrkCTPrGxgY+J2zzjqLxx9//L+7e6cMdJsnXv4sl6vcafmt88RG70/KvHwdsHtsbKxTe+6SHq7e0l6S1B34Oi1dZlaccuwOwiCWUtcBn+2U/NYyTpIxx2vyPezAtIS0uwl3yZwXUMYpyJ4kBNKdrNxl/As78epbiUngZRmDhZcTBvB13BWqRExBmymdCi+2l/2tbi/7vf9Ev/ff2e/9d/d7/yd66b1+Octf2kvvB87kzH9exrKDwEycf9kcT/f0G2AnOblsmum//eDxD/7rk08+eeziiy9+o5mVO0ltGjPbBODupbcyvxnY1qp1NJIC5Rq5+zHgl4CPmlnS+/r2Sy+99Hu+8Y1vPDIzM/PbBRZv0WKwOG8GjE7Mb80Sy3/O+Pj4y5LnYmB5nDBwrKPFHq7S2UueFafJ62hjY2NfBQ7F3nFg9qY3fzc2NvZYcSVbvHhcLs+4FHzu2NjY00WUqVFikP8JUr81sT25ALirC9qUE4S56NP1O5sOmaGkkrGxsX2ElLXZE9RYt9fFu4N2uhMsvMHKAOHukIXq9/5j/d7/xBGOfKqHnonzOO9lhNksvtxH38xpTvsqVs0Gy6fifyc52XMJl3zkhd984aE1a9Yk08W1eqrTLUBpgEt8btjMBjJea8Y6GkaBcn3+ijCJ+IiZndPT0/Pr3/jGN9i/f/+73b2t5xbOaV9JL8mzOrn3oMQU4TJ+ctltDeHybzfsN4ADSZ55/LeTUy5KXQQMA4yPj68GfrTTg+REzDOf7XWNJwSdnOo0K6YfrB0fHx+KT10OvKoTxwOU8QRhmrREcvLd8cbGxu4hpAYlsyj8KPBQgUVqmHj8zd6EJJUu0zZTg17ul3/7Qr/wjn7vf+Byv/zPge83bM2ZnDl6FmcdX8WqGYA++jjOcY5y1E5wgjeefuPaR7/8KO7+AuCtLS721cDe0ifdfSr1eivW0TAKlOsQZ7N4DzC2bNmyD1922WVrpqendxFGsHa8dC9J7EFo51uT1iROf5Tcse9S4D91clpChpPM3SylY/Nby7gPOGt8fPwywjyiHd9TXiJ9Gb8TZ5ep5JvAK8bHx88iDL68o+DyNExM+zk8Pj6+MuaaNz2/tcXWA8NxPMBKwvewK5Tkmbd9uszlfvnhy/3yI5f75b/VS++Fa1hzzRrW3A2cWMEKN8x76WUFK3jdidedPuOMM7jo3It+p8U9sANUvqKSJ8e4EetoGOugGczajpl5f38/a9as4dFHHy26OA3X3x86XQ8e7IqOrVk9PT2sW7eOgYEBpqamuq5+K1eu5OTJk/T19XH8eFd0bM1avXo1V155JTMzM3z5y1/m9OlOTt9d6Mwzz8TMuu6YBLj44os577zzOHz4MA891BWdkrN6enpYtmwZPT09HD3aNh2SDWFmvOQlL2Hfvn1MT0/z9NMdnQ20QF9fH2eeeSaHDh3i1KmOzgRa4IwzzuB5z3se9913HzMzM02/Y18MyA8Am919Z8brDoxWumNxI9bRaFUnTJfKDh48yGWXXcazn/1senp6+PrXv86xY8e48sor6e0NHXvf/OY3+e53v8tVV11FX18fp06d4ujRozz88MNcdNFFnH322bg7fX19/Md//AfLli3juc99Ln19Yfc88sgjPPHEE3zf930fAKdPn+bAgQM89thjXHrppaxevZqZmRn6+vr4yle+wtlnn82FF15IX18fZsbU1BRPP/00L37xizEz3J0nnniCxx9/nCuuuIJVq1Zx8uRJTp8+zUMPPcT555/P2rVr6e3t7do63Xfffezbt4/v/d7v7Zo6pfdTf38/R44c6ao69fb24u7ce++9LF++nKuvvror6pQ+9p7//Od3XZ2SY+/w4cPcd999nHHGGVxxxRVdUaf0frrssstYuXLlbJm6oU7Jsffkk09y5MgRenp6OP/887uiTqXH3tDQUNfV6TnPeQ5f+9rXOH36dBJgLoq7Vwu2M6eCTJmmyv0aGrSOhlKgXKd4P/XPAcfuvffe/+ruDZ2cXJrHzJ4N/DvwfXfddddUteWlfZjZTwE/d+zYsZd/8Ytf7K7u5C5nZn8N3Pn0009PFF0Wyc/MzgO+Crza3b9adHkkPzPbTJip63XuvrsFm6w2iDXPjVwasY6GUqBcv9cRRgO/2N2763pN97sZ2J4aGCAdIN4+/kPAm+Jt5aVDmNkPAd8L3FB0WaRmvw58WkFyZzGzVcCHgTe3KEjG3adDH2JFFQeYN2IdjaZAuQ5mtgL4LWCLguTOYmYvJcyccEXRZZGavY8wAf0Xiy6I5Gdmy4DfBn6pS2YFWjLM7CrgTai97ES/DNzt7p9r8XanqDzYLk8HVSPW0TAKlOvzHuA+d99VdEEkPzPrAT4G3OTu3TdaqovF28a/DXhR0WWRmr2dMENJV8wKtFTE9MKPAh9w9469GdNSZGbrCHHKhgI2v4eMHOLkjno546ZGrKNhFCjXyMwuBN4LXFt0WaRmbybcxajcHfqkff0P4CPu3m1TwnU1MzsHeD/wGtcUS53mTcC5wK1FF0Rq9pvA77v7wwVs+zbgpoznh4G8AW4j1tEwmke5dh8E/tDdv150QSQ/MzuTkJv8HuW3dpZ4u/irCJfvpbOMA7e7+1eKLojkZ2YrCSen71F6YWcxs5cDryYEyy0Xp3Tbb2bDJS9tiY95zGyHmY0sZh3Nph7lGpjZNYQbHShfq/P8CvBP7v6vRRdE8ou3if8oIb/1WNHlkfzM7IWEwXtXFl0WqdkvAve6e9fcGGYpSKUX/oq7HyqqHO6+0cwmklQJwk1rNpcZQD9ERs5xjetoKt1wJKeYr/UF4FZ3/3jR5ZH8zOxS4G7gKnfvilseLxVm9g5gE3CdLt13jthe7gL+0t1/p+jySH5mdhFh+sxrNDNQZzGztxB6XF+hK6eNox7l/H4cWA58ouiCSM0+DPy2guTOYmZrgTFgo4LkjvN64ALgD4ouiNTsZmCbguTOkpo+8w0KkhtLPco5mNlq4AHgP7v7F4ouj+RnZj8AfBx4vrt3171lu5yZfQxY5u7vKLoskl+cPvOrwNvdfbLo8kh+cfrMvwCu0MxAncXMbgae7e4/VXRZuo16lPPZCvw/Bcmdxcx6Cfla71WQ3FnM7PmEqzjPL7osUrP3AF9RkNxZUvmt71OQ3Fk0fWZzKVCuwsyeA7wTeEnRZZGa/SxwAPjzogsi+aXmb/0Nd3+q6PJIfpo+s6O9mTAT1qeKLojUTNNnNpFSL6ows9uA+93914sui+RnZmuA/wCud/d/K7o8kp+Z/SdggjD48mTR5ZH8zOzjwHfdfbToskh+cfrMB4FNmhmos8Qp1LYT0gs1M1ATqEe5AjN7JaFn5KeLLovU7P3AXytI7izxdse/BbxLQXJnMbMNhOkzLy+6LFIzTZ/ZgWJ64UeBX1aQ3DzqUa4gDuJb7+7/XnRZpDZmdhnwtLs/WXRZJL+YdvFSd7+r6LJIbeJNKq7QyWnnMbPnAsfd/fGCiyI1MrNrgS9qZqDmUaAsIiIiIpJBt7AWEREREcmgQFlEREREJIMCZRERERGRDAqURUREREQyKFAWEREREcmwZAPleLtO6UDad51L+64zab91Lu27zhLnkpc2suSmhzOzNwHPAs4C/hLY6+6nii2V5KF917m07zqT9lvn0r7rTGb2A8A7gE8CLwYecvfbCy3UErdkzjTNrM/M3g78IvAQ4d7oAD9tZi8urmRSjfZd59K+60zab51L+66zufvngF8AjLAPnwOzN2OSAiyZQBl4J/CzwJ+6+y53P+XuD7r7rcDb473upT1p33Uu7bvOpP3WubTvOlQSDLv7Y8CZwAp3/3B8bmld/m8jSylQfj/wOeB2mL1HOma2BjgX6C+sZFKN9l3n0r7rTNpvnUv7rkMlwbCZrQZuAn4v/t1XZLmWuiURKJvZ+wAHPuXu+wDcfSa+fBC4GHhFQcWTCrTvOpf2XWfSfutc2nddYxi4EhiLf89UWFaarOsH85nZucCDwCeAX3X3o/H5XnefiTlbe4Cz3f1ggUWVEtp3nUv7rjNpv3Uu7bvuEGe9+Efga+7+VjPryzsI08xMKRqNtxS68zcT6nl70nCUeB9wJ3Ci0kpSuUM6CFunIfsuTQ1JyzR830lLNHS/mVmPu59uYPmkvEb91s3uM7WXhXhFfNwY/871/SnZb2cBh/Tda4ylkHrxS8AO4P7kiXhAzZjZs4BNwGeocmnDIzN7o5ltMbOhJPdLmqYh+86Ci8xsMzBqZteb2YpmFlwas++k5Rq631I/3Jdpftima9RvXbLPbgC2mtlrtO9aI855/UvA37j7t+PVgIrBbqoT77SZDZrZXwD/BfhxM/se7bvF6+oeZTN7GbCacNClLzUl06z8AvAE8IVylzaSszQzeyHwk8BlhDkOzwZeZ2bH3P3vm1aJJapB+6435ufdABwCHnD3HWZ2PfBHZvYl4H+qx6SxGrHvcmzDgJVles6kDo3eb2Z2NfAawlyw/wSsNrNvAn/r7scaWvglrsG/da8nzL981N0nzOz7gTEzewj4M3c/2byaLHkvBn4UeFH8O89vkwFuZv8VeD3wVXf/AwAzez7wTjP7PXfX1bs6dXuP8suBLwJ7YbZn0eIZ9mrg54G/A76avJ5+c1z2dOw5/hhwEfBL7v64uz/g7n8JXByDaGmsRe07CINY4r67GRhw9/vi8/8A/BRzl7iksRa970qllzGztwJ/C/xqE8q+lDVsv5nZNcBOYBnwG+5+q7t/FDhKuKpzTnOrsuQ0or08HZ9/DfAld/9kfP6f3f3XCB1r17ekNkvXLxBOZu7Pk7aUOrm5APgN4GHglviauftXCak2P9/kcne1bg+UDxDOtu6H2fziJF3ifcAR4BPufiD1elry+Wwl9CT/sbtPJY1QfO05wKuaV4Ula7H7LvG9wD5gVfJEbFxOEe5YNapLUw3XqH2X1mNm55vZjxMuIZ8G/hA0EX8DLWq/WZzCysx+krBv/sXdP+juX7W52yg/ALwXuK7JdVlqFv2di1fgnDB/7yvic+nfun8FXmVmml6uwcysx8yuIFz9fF/ydA2r+O/AYcJsJ8/EINnjvnuEMC2g1KnbA+W1wBPxgFkO4O6nzGwV8G7gd4HdULFHso8QKP8J8C8Z2/gaYSoXaaxF7buEu/87cC1zc4qmz9LvBV6hS4kN15B9l7xmZhcDPwKsA44R0mi+4O7fiOtW6kxjLLa9TC7p3ww8SbgKl7yW9FYeAt7nuiVvoy36O+dz08idD/xE/P8e5gLuY4T2UjNmNIiZvQBm88K3EG5X/S/J1YBq74/fq+cCPw1sI14xiMdBcuJzBYpRFqXbA+XfAx4xs1VJfk68RPFRQh7PmLsfhoo/tr9G6L3a6e5HUssmn907gKkm1mGpasS+m81Tdvdn4rLpS1mvIFyulMZqyL4DVpnZ84BXAp9z993A8wmX8/8hrle9yY1T935LndSMABcSprc608zeZmavNLNzPfgu8L9aWKelYtHfudSVtfcDzzOzjbHtTE6AfoXY4SCLF78zl5nZn5rZHxFiiS3x5apXOVNXaX6N0Gv8WZ+ff5781v0sIe1G6tTtgfJRQi/wmyyM3F0L/BmwHBiBubsWVbAF+DRhfkrie5KRxM8FrgH+pvFFX/Iase/SvSTpH/NeM3sDIQD72yaUfalb9L6LPS0/SkiP+b/ufsjMrgI2AF9x93tBvckNVvd+S+2HUULP4x7g84QUjGeAnzSz80uWlcZZ9HfO3U9amIt5Bvgm8HsWZnd6rpm9g3CV4HeaWYmlJJ44/hWhN3g3IR673szWeo6Bd7E3uQ/4ceCThPxkYC6NxsxeCVwO3NGMOiwVXX/DEZgNkIYIlyD2e5lZKlJ5PckE7TcQDsDXuPudqeWS1/+EECh/v7s/0YKqLDm17rsq60kGZ/5/hCl47gLemvS0SGPVsu9g9nLh+cBzgTPd/R9LlttKOLn5TXe/s9o+l/rU0V72xcv8mwg9ju/wOOo+tewtwH3u/qlml38pq2PfJf9eC7yMMObmw4SrbbcCDwGvA467+/6WVGKJiicyPwy8Gviku99fadkYg/w88N+AV3sYuJe8ngzyu4PQ2fBDHvPTpXZLIlAuJ3WwDbj7dMbrnyX0hvxMcuk+1bAMAN8i5H79in6wW6vavovL9MD8uVyBdwJvJeRPTihIbr1K+87MhoE3EkbdfyL1/POADwEPu/t7W1tigVzt5Z2E3sifcPeHS06A3gr8IPBTrpsgtFyV79xywhicP3H3z6SefzshTeZ6d1ePZAulTj6XxZ7+awHc/a6S5SaBx4B3u/vT8blkX19OuLJzs7v/Rqvr0E26PfWiotRl+e1mNm5mZyavmdkgcAbwz0mQHCWXr36NMJL4LxQkt16lfZda5nQ8q36ZmW0DPgB8Bxhy9/+mILkYlfadu+8CPgI8y8x+18zeHF96BeEy8i5QbnIRqrSXlwArgX9y94fj8umxHD8InK8guRhZ+y6V4/rDhN7nz8DsDAw9hKsDDwK/bGbL9J1rnSTX2OcGmt9KuPnLeckyFlI/jwB3JkFyiQ8BjxNScGQRuvqGI3nEs+nDhB/h0sDpKDE3OdU7cirmBb2LMMr0ntaVVtKy9l2qx/9swiXIFxEm4v808EXXjQ7aQqXvnbtPARNmdhHwWjP7FHAl8GV3/2xcRienBaiw3w4SOhFK28tk5qAfI0xhJQUp3Xep79BbgNviMulZgfab2QcIvc0XJSdAUojXAi9y9ydh9vv1GGHat2/E53oITWNyJ8Y3EsYMaLKBRVrygXJMmv/peKnDUw3FfkKuZBII96TOyt9PmJv39z3HFC7SHKX7Lj59roX5KF9EGNyww92/XVQZJVvG92423zgVZD1G6AFbS5jib52FQUV/pny7YlRoL08R5t/9fFy0lzDq3gmzJZxEA4oKVWHf/S1wQVysh7nZEstmHucAACAASURBVCBMN/Z5apvTVxrM3R8FHk397fEE9Chztyy31EnO/yLELp9Qp8LiLenUi7TUpY7TMcdnGvgj4Jz4/Ey8JPUC4Cbg5939geJKLAmfPyXO9xMa9p8DjgPPxAZllumuYG0j9b2bDZLTl+wt3NzgasL0Rv8Z+DbhTlNSoJL2ssfD3LrbCVdxcPdT8bXzCfPQ/z4hX1IKlt538al/AM5Ov5ZygjCg77stK6Dk4u5HCVe1h21uJq4VZvZfCOk0P+ZhOkZZpCU9mK8aMxsijED9krt/wczeQpiy6pC7v7XQwklZZraCECjfAnyZcMLzN4QrKOcBJ9z9y8WVUKoxsxsJKTPPA14PfMB1k4q2FgdcvocwN/mfEQbNvp5wqf9HXDf2aVtm9gPAmwmdDH/u7kfN7IeAFwBfTw/yk/YRO4FeREhNexr4AcI85p9x99sKLFpXUaBcRbwM/D2ERuQA8DnCPK5q9Nuchel2bgD+gNAjMk0Y0DfpOeaplOLEfLuNhNzJs4BXemqKRmlPcb+9lND7f4gQNP+T625ubS/uuxcDbyDccXYd8PfAv+nyfXuL++6FwFPAU+5+vOAidRUFytL14snODwE/5+5vKLo8kl/cd68inKh+yt2zbiMvIg1k4Q5/R4suh0g7UKAsIh0hmR+06HKIiMjSoUBZRERERCSDZr0QEREREcmgQFlEREREJIMCZRERERGRDAqURUREREQyKFAWEREREcmgQFlEREREJIMCZRERERGRDAqURUREREQyKFAWEREREcmgQFlEREREJIMCZRERERGRDAqURUREREQyKFAWEREREcmgQFlEREREJIMCZRERERGRDAqURUREREQyKFAWEREREcmgQFlEREREJIMCZRERERGRDAqURUREREQyKFAWEREREcmgQFlEREREJIMCZRERERGRDAqURUREREQyKFAWEREREcnQV3QBRESkOjPbBFwDDADTwKS77yq2VCIi3U09yiIibczMRsxsGyE4vjn174CZ7YgBtIiINIECZRGRApjZVjPbHYPdHWY2mLHMBDDl7lvcfZe7TwO4+7S773T3zcBaM9va6vKLiCwFCpRFRFosBsBb3H0DMAoMAttKltlKjvQKd98OTKtnWUSk8RQoi4i0kJkNAVuZC4wngKGSZQaAc/LmIMdgeWMjyykiIgqURURabUv8d0/8dzQ+NqeWGaGkhzmHSfUqi4g0lgJlEZHWuiH+ew+Au0+5+y1J/nG03t2nalzvLsKsGCIi0iCaHk5EpEViSsUAYYDedIVF18Y85izDFV4bWFQBRURkHgXKIiKtc3X8d0/FpWC/u49mvWBmE5VeW0zhRERkPqVeiIi0TjLgbrLKctOx9zk3MxsG7q6rVCIikkmBsohIE8UbhhwwswOE2S4AJpLnysyBvI25XOa8NhLylEVEpEGUeiEi0kRx6rbtADFYHnD3NVXeM2VmG8xsMM+gvtibvK9K3rOIiNRIPcoiIi2QHsiXZ3l33wKMZt2xr2S9Q8Bmd79l8aUUEZE09SiLiLRG3oF8s9x9i5ltM7O9wPZ0j3EMoLckyzW0pCIiAihQFhFpleTuezUNuIvB8iBwU+yVXmtmO+J6bla6hYhI8yhQFhFpjeRmILl7lBMxTzlzSjgREWke5SiLiLRG0qN8T6GlEBGR3Mzdiy6DiEjXMzMHpqvNeCEiIu1DPcoiIk0WZ6YA9SaLiHQUBcoiIs1X84wXIiJSPAXKIiLNtyH+q1tMi4h0EM16ISLSfDX1KJfc1no9MJHnDn0iItJYGswnItJkcSAf7m5VlhsEJoFRd98ZnxsgBMq6qYiISIsp9UJEpIlSt6DelWPxHcCuJEgG0A1FRESKo9QLEZHmGo7/TlZaKKZbDAGbU88NAhPoZiMiIoVQoCwi0lzJQL7tVZbbAkwDm8xmMzSmgbepV1lEpBjKURYRaSAzmwAGkpxiM9sLTLn7xirvc2C7cpFFRNqHepRFRBrEzDYBW+P/J+kSg6TSKarY24xyiYhIfTSYT0SkcabjY0tMl5gAbnH3PNPClV2mZLo4ERFpEQXKIiIN4u67gJuBjWY2CUy7e96BeDcD89IzzGwgpnLszH6LiIg0k3KURUTahJmNEG4wsi8+Ne3u1QYBiohIkyhQFhERERHJoNQLEREREZEMCpRFRERERDIoUBYRERERyaBAWUREREQkgwJlEREREZEMCpRFRERERDIoUBYRERERyaBAWUREREQkgwJlEREREZEMCpRFRERERDIoUF5izGzEzCbi/w+Y2VYz221mbmZ7k9dERKRYaq9FiqdAeYmIjewkMODuo2Y2DNwBTAM3A9uBQWBrXK6VZRuK5Wm5IrctIpKlndvrVBnVbsuSYO5edBmkycxsCNgBbHb3PWa2CbgVuNTdp1PLDQNJo7vR3Xe1qHx7gV3uvqUV22uXbYuIlGr39jq1fbXbsiSoR7nLmdkgoSdiNDa66UZ4Or1sbGiTxnZji8o3QOgZ2d2K7bXLtkVESrV7e50qp9ptWTIUKHe/SeB2d98Z/76VcCZervdhR/x3sOklC66O/7a0N6QNti0iUqrd2+uE2m1ZMhQodzEz20poQEfj30PAFLC5wtumWlC0tI3AtLu3ertFb1tEZFaHtNcJtduyZPQVXQBpqpuAncklO3ffQ+VGN61pjVDMrUtyyzYBU2aW9IyMljaAMUfvGmAvsB7Y6+7bS5YZif+7Ib5+S/zhATgHmHT3XXm3Hd97DjDk7vMua8byTLj7+tRzg3F91wDb4rZGgIH09jM+i6p1E5EloS3b64Ta7drqJl3E3fXowgcwDDiwtcb3jcT3bWpBGQfitkYqvD5JaMDSz08AgyV/D6T+dsIlycH033m3DWxN1heXGS55fZLQgM4rU+rzO5D8XWX7Veumhx56dP+jE9rr1DbVbqvdXlIP9Sh3r+Rsutaeho0APpcj10zJ9D7lcs3uiGXJGqiyH2Z7Oe72koEu8X1J3UeB0vpkbjsOFJl29+nU9EP7M947WvKevfHPDYTG9ObU8lnbr1o3EVkyOqG9TqjdVru9pChQ7l7J4I4FDVEVw4Q5OluhbK5ZvPw1RMmlx+SyXLqBTf9IxEtpALelXr+lhm2vBW6P/785LrMntf6h+L/phnqtz112u5rU5dOs7ddSNxFZEjqhvU6o3a5SN+kuCpS7X+7R0KncsNGKCzbOMOV7JZJ8tLWpnLFpwgjw2QbQF+aPVevtqLjtkgb4Bhb+CA3H5faUec8QsK3KtnPVTUSWnHZurxNqt9VuLykKlLtX0ghsJEePQ7wMdRMZ83U2Q2ouzHK3YB0E9njtAyQ2xveVrUOObSeXBgdY2HhupExjnrrkV62xr7duItKd2rq9Ltmu2m1ZUjQ9XPdK7ti0KXXZKVNsgHYTRg9njfAdNLMRM9sU/x2Mz28ys73xcSD1/ztK15FhQeOUcUvSe3KsJ2u9896XUf88205y/0ov8V1N/Gwz1ptc8suTZ1hP3USkOzW6vZ4seW53fJ/abbXbUiMFyl0qNqDJ5aAdqRyweWKjcQewJetMOb4+6u7bY07ZFDCYrM/d13uYbmc0+X93zzOl0TWkGqe4vnQZyzZIZjaUNJAlgXvSmzBZ8pYba9w2cT3zLqfFzyL9fOl6K12STMtVNxFZGhrVXkebSA0KTNq3ONBN7bbabamRAuXutpmQQzUI7DWzbbGBGo7/ThLyrq7L6pmIdgCT8T3DwP647P5kMEacU7KeM+30GXxpwz/KXA/CrLitYZ+bW3NbarmNcZ1rU8tvZf5I5jzbhtBozzbCsTcmyVGbin/vK3l9kNRglAqq1i3HOkSkuzSivYbQDqaDznQgqHZb7bbUyDzMAShdKjYEE4Qv+CChIZ4iNAw7K11uiu/9hruvqbKNHTl7I0rXvYO5s/ybS/PTYoO6mbkpfEiXOVW3vYTJ4ZO8tAng7tLla9l2XG6C0BOxF8Io6NiAryf0bKSnGhokXA69NE/OYLW6icjSs5j2OrUOB9Yk7VBMqbitdAo5tdtqtyUfBcpSVrxkdau7byh5fiDdqJjZ7tJlRESktWKbvcPn333uAGGe4Hm5u2q3RfJR6oVUMkVJDlhsiNeW/K2zaRGR4g2Tmos5yf+NAfJQ6nm12yI5aXo4KSsO/tgcL1sljeqekstMwywchCEiIq13I7A/5s1OE+4Wtz3+nR7kpnZbJCelXoiIiHQBM3N3t6LLIdJNlHohIiLS4WKahWZeEGkwBcoiIiKdb5AwK4SINJBSL0REREREMqhHWUREREQkgwJlEREREZEMCpRFRERERDI0bR5lu96cp5q19spWn15a2z2zwDTzouq8fKaY7VLUdovc9qmCtguFft67v8Vn3f364krQembXOwU03KtbvsVit3tmQduF4urcR0E/FsAJThSy3ZOcLGS7RW67yDp/i281pc1u3g1HngLuadraK3rh0WK2e21B2315QdsFuPZYMdtd90wx252751UBDiyx7UKhn7f9MucWt/WiFNNwv7DlWwyuLWi7Ly9ou1BcnQc4WNCW4dt8e0ltt8htP87jhWwX4L28tylttlIvREREREQyKFAWEREREcmgQFlEREREJIMCZRERERGRDAqURUREREQyKFAWEREREcmgQFlEREREJIMCZRERERGRDAqURUREREQyKFAWEREREcmgQFlEREREJIMCZRERERGRDObuzVmx2deB6Rrf9mzg201+Tyu2Uc972rVc9bxH5Vq65boceLDG97Tr5zXo7mtrfE9Hq6Pd7qZjV+Vq7jbqeU+7lque97RruVrRZtfznrZps5sZKLu7W7u9R+VaunVRuVSuZr+n03XLvlC5VK52e4/K1Z7lykOpFyIiIiIiGdotUB5vwXvq2UY9WlEu1aX521jKddHxJdXoO9X8bdSjW75TOr5a855WbKNdvytVtVXqRbtSXdpTt9SlW+oBqkun65Y6d0s9QHVpV91Sl26pByj1QkRERESkpZoZKLdNt3kDqC7tqVvq0i31ANWl03VLnbulHqC6tKtuqUu31AOaVJempV6IiIiIiHQypV6IiIiIiGRQoCwiIiIikkGBsoiIiIhIBgXKIiIiIiIZmhIom9mgmQ03Y92t1k11ERHJ0k3tXDfVRUSK19ek9Q4Bt5rZADAN3AOMuvueZAEzG4n/uyH+O+ru000qz2Lkrcv++Oegu9/S+mLWzsx2uPvmkudGUn+uB25u0/0yK6se8fmthH22H8Ddd7a6bLUqV5e8r7eTKsdXu3/v56lQl4773pehNrsDdEubDd3TbqvNbk8NbbPdveEPYFP8d6DM6yOlfwO7m1GWVtQlXR9gENhWdLlz1Gso7P55z20trSewo+iy1lqPpNzxi5D87eX2Ybs8ytUl7+vt9ChzfHXM9z5PXTrxe1+hjmqz26DsVerVFW12ubokZe+kdlttdns+Gt1mNzVH2TPOOuJZfuly24G2vlyWVZdoSyx/stwU0Lb1SFmb8dw1GfWcytpnbWRBPeJZ491xXyTWV9iH7SJrn9TyejuZV9ZO/d5HWZ97p37vK1Kb3da6pc2G7mm31Wa3p4a22UUM5hsEtmXshKn4WseIdRjKeGm6nQ8kM9vk7rsyXho0s9L6DLRrQ1WhHhPAvMt1JY1v26lQl1yvt5MyZe3I731WXTr1e78IHbnvsnTqvuuWNhu6p91Wm92emtFmNy1QNrPh1GNr8ryHPLENGV/kQUIuWdspVxdCmbMapP1k75TCxUZ1T5mX3wbckdQxHkDbWlW2WpSrR/xCDMT/35Tss3buYamyT6q+3k7KlbVDv/flPveO+97noTa7Pfddt7TZ0D3tttrstv3eN6XNblagvAeYcvddMbLfaWaTyYueGlQB4YsRl2/HA6tSXdYylxieNg2c06oC1miw3Fl68sUAbjKzA6nn2lG5eiRfiAF33xn32XbgjpaWrjZl90nO19tJteNrVpt/76F8XTrxe1+N2uz23Xfd0mZD97TbarPbU1Pa7KYEyu4+lS5s/P+sS0TJmeRNwHXNKMti1VKXdhcvSZQdQWxmg8Am4FJCIzVZMqK6LVSpx1pCz0R6n03H97XdpdUc+6Ti6+2klrK2+/e+kz73RlCb3Z66pc2G7mm31Wa35/e+mZ97xenh4tnDlpzr2lwlL2oKuJqF3eITOd67aE2qyxTZSeMDwL7aSphfPXWJDWq1M9xRd0/WO2pmtxEu6001I9eqSfWYgsyBPMkllqbkjDWjLjn3WcM18fhKa9vvfc66tPx7n4fa7LLUZjdIt7TbarPVZpPze18xUI7ReU0ReizwXne3jJf3lyy7FZhoxSWKJtXlHmJeVYm1NDE/qZ66EEZ3DpSendvcnJVTwGT6NXffY2abgY00oaFqRj3cfbtZ1u4CsnOUGqJJ+4RKr6dH8DZSs/ZLyXNt+72n+n65nQK+93mozVab3cw2O26jK9pttdlqs8n7vffGz183QMnce/H5A8yfH3Ek/Xd8brjR5Wl2XYC9LJzHcm/RZc9ZP09/9sT5RzM+g61FlzVvPeLfuzOOrb3AUNFlrbUutb7eTo+ssnbC9z5PXTr5e59RN7XZHbLvuqXNLq1L/Lsj22212e35aGSb3fAcZc+eh3MEuN3j2UiM+u9J/b3gTKAd5KkL4XLETanXm3Z5v5k8XKa7MeOlEULuWycZjQ9gdp+08wCEJaFTvvc5dcX3HtRmd+q+67I2G9Rut51O+d7nVPf33mJU3XCpLu8BAI+3CkwujZV525qshq5o5eqSen2EcBlsgA64HWo80LcQBoHsJNydZlcqWX8fc/Xd6W06erdcPeJrm5ib6/Ecdx/NXkt7qFSXPK+3k6yyEr4fHfW9h6rHWEd976tRm92+uqXNhu5pt9Vmt9/3HprTZjctUBYRERER6WRF3JlPRERERKTtKVAWEREREcmgQFlEREREJIMCZRERERGRDAqURUREREQyKFAWEREREcmgQFlEREREJIMCZRERERGRDAqURUREREQyKFAWEREREcmgQFlEREREJIMCZRERERGRDAqURUREREQyKFAWEREREcmgQFlEREREJIMCZRER6XhmttXMBosuh+RnZpvifttmZpNmNlR0mURKmbsXXQYREZG6mdkmYAew3t2nii6PVBf32Z5kf8WTnL3ABnffU2jhRFLUoywiIh3JzAbNbFvR5ZC6DKZPauL/3wLcWlyRRBZSoCwiIh3J3afcfYu77wSmiy6P5GNmA8DG+G/a3YDSL6StKFAWERGRVrsaUE65tD0FyiIiGczMzexAfGwtujxFiwOvcvX2mdlQRm9hVzOzvUWXoVO4+7S7r8nIRb4GmPdcLcddqThIMPkOa0CW1EWBchcys5E4gvhA/LHfXWHZQTPbHZdLAoO2zvmL9UuX2WN904/d8d+yAU5cZm+ssy73ZTCzgfhjsyM+JuPfA/H1kVYGRC3eZ8mP+Rp3v6WNytVyZjYCUMMgq1uBkeaVqL3EgWl1p37E79nW1HE0mfquDaaWG1lE0DiR1W7meN9IyXt21LP9nEaA0fQTMa3mxnrqHdNy1rj7mkYVUJYgd9ejSx/AJmA34MBIjmX3Fl3mGus3Eus2Ueb1AWCSMJJ6qMzrW+M6FrxeYL22xTIPFFyO4Xj8DJU8Pxg/12HgAGFQTqvK1LJ9Bhxox3IVcBwMATtq/Cy81e1Jq4/Fkm3vqNbGVnjv1lj2idLvfPwstyXrjsst6viKZXVgaw3vSb7rTWuTYv0z2/L4+u7FbD+EO60/NvTo/Id6lLvf2wg9HROVev48nLXvbFmpGmN//DfzkqeHy3sbCfW/o7T+7j4N7GpuEeuS5O6tLaoA8bPaAbzNS3oRPQyg2kj8YW9lueI+a7vjtF3L1SC3EtqRvG4gfOcGl8K8xvG7sgm4vY73TgI3EaZEG43H0azYhm2Jy+6mMd+3pMf2xhreM0BoC5oyYDL2Fg+6+2iFxUbRjBhSgL6iCyBNN034kdtBCGy2FFucQtxMqP+twOaCy1KVu28ws4Fm/SjlNAJMlQbJJTZT5iRFukNMXbqtxmNxA+E7N0EIIKulrSQnZXntcPftNSzfbDcAO2v9vsYUhmFyzP3s7tvNbCMNmBHC3afMbA8wZGaD1bYdbUwC9rRG7Lu4jpvcvWLb7O67zGzUzIbdvR07OKRLKVBeAtx9p5ntAkbMbFuV4KcbJY3qcKGlqEHBQTKEQTXVfryTH1zpXjcRAt9cYtAzDWwnBMo3UiVQjsf6xkWUsWhbKMmrrSbmNG8CRnMGqhA6PDbVWLZyks6DqmVP7dMFGrTvJkhdsajSSTBBKK8CZWkZpV4sHUlvQDMHYrSlVKO7pEbhN0Ce3iv9YHWpGMxN1RDIQehdTXqgZ3stm1LANhDrNlhHD+cEgFcZJJqW+kwXLabaQb4BlyOEPOmGi1csSlNObii3fPycr15qM6pIsRQoLxE+d9ejwaU21VXqh1q3ts1vknzHyrYaAynpHDcCt9X4nvTth5P3NqoXtJoBWn8yvIUac5OTfFzqO8msdX9Ush0YiCdElVzTjO94ciIGrI2zLw2Z2TDVr2DsYgnNqCLFU+rFEuLuo3Gapwkz217L5f3YuN9InI0BWE8IkvbE1ycIjVfyQ7XL3ZM7L93BXO/kNLA56YGJ79uaem1DExrlZNsVf5hiWUdiOdYTfsxmL41m1HGPu28oWUe6PlOE+kzH10aYG4BIXP8UoUfqlrjMJHMD+a7LSpNJcvrin/uAcwgzDJTm/lXdXjkxJ3KUcKxcA9ycVZZy+ypvGeOym5i78cA5hM93wcCmvKodq0VJfSZJuYDKvYrxs7mGuc9wH2HQYDId2WbCTAHN6NkfJlyizyXjEn3u9It6pT7T5Dt+q5ndQ+v29whwXY3vSVLAai5flWOl1uN+G6H8WygzEDUGrlWnkKtVldzmaoNiJwnHfVOOKZEFip52Q4/mPQg/poMlzw0TpgZaMN0T5adZG6Fkah5CQ7yX1JRIzE0LlbXuZOqsBdP7xNdyTz9VUr88U9/tpcxUVYQfWI/r2lry2ggZU4RVWl98fcFUUYTGPavuk+nPnSrTjMXy7gWGS54fSJc/7/aqfG6DcVseHweSumWtu9Yypj7j0imxRqgw1VcsV7nPJ9exmrP+uaeHy1Gu4dJypZ4vt68mgN0Zz+0teX/Dp0RL6lLje0ZK687c9JSFTNvWzEf87GueAo8QoNY0PVvOz77m4z61fzK/z4RAu/DPuqRMQ7V+N+P7vOiy69GZj8ILoEcTd25GoByfn4yNY2kgsyCAyhGUHChpnLdlNWLMBdGbyqyn5vkxqRIoxwZ1d7lAJLWMA5N5y5zabrlAblvGNhasP/XaRMlzlT7zA2X2U7IvhmrdXs7PeUdcv6cemSc3ecqYY9ndFeqQ+fnUeqzmqHdDAuXUcZQ5/y3hxGiyzLpKj72y36NGPqgjGCk97lN1a2hQ2C6P+J2ouV7Mtb91zbucsb66j3vm5qJfUI94rNXUVrTocx+gjqC3nvfooYe75lFeqpKBfXkGaGwj3KEs67L7dkKjlR58sYOQ91Y6EGyYcKkxa+7OxU6FtiXedSp5bItTL91IuIS/Mcf6F1xeTL1nsOT5nYRLzAtGi8d6Z12qHM4a1JT1uZYT0zoGyL4cvr/k70VvL/Wene6+2cPdrdYT6j0FbCq9s1eNZUxk5ZXeQ5hPuha1HqutciuVp9rbTthf6VzR5PszL7UldUzWMgduPZI0nVwqzIyQXEZvdnmLsImw72qVfK6NyqdezHGf5FdnTRt6A43NiW4In0tl69pBotJeFCgvQR7ySkfJN1hrmBC0lJPk8ybr3hWfK214ryEET5vSI5bj/y82J/k2D5P1J48tMbAb9fy5m7WWYTvZA0pu9LkR5cBscLoH2BtvAz3vM/DKk+ynDRN+EBcEJDGYXePuexq4vQU83GzkFndfTwiCSgO8XGVMPbfGM+ZnpSSPN6eajtUW2kSF/Pj4WU1TWzBZ7qSjUWq92U1mUBXbmmT2i66ZqSAe87vqPMFP3nNOju1si7ey3lvy2J1arO7j3udulDMY85HTNtZzYt1CXXM8SXvTYL4lyt1vMbMtVBjYlz5jjwPDsuwiDDBKu53ww5ncUWqAkMu308ym42tJT8yI1zBFUhPV+oN3M7DVzEZir01Sz9LPApi9iUgyeGZTXH6K0OOd945uQ+QcALTY7ZnZULUfSXffbGYHCAFess7cZSzZXtLrlfRM1jQ36yKO1aZKlava8bWf+dPxpef+nv08U1dqKk7zGE+Ad3rGYMu4jquJAzsJAV/pcgPUFoxv8PI3AbmNULcRumcA1hbqnzLtNkJKStV53dMnkTE4HiIEsMlg6EYc9zcT2ogtcdlKV8baxTQF3rlUlpiicz/0aN6DMjnKqdeTgX2T8e9yubK15rQmeb/D8e/ZHGTCj8vu1LJ158Axlytcd/5jaVkzXi+7fkKwkh5YlSvXOm5zK3MDaUoHuJXLdXVKBnfVUMey2yvznlyDeDL2Z01ljHWdjJ/lcOr5rZTJKcz6fOo9VquUbdE5ynnLRcYAUbLHAFQdjEmFHPpYnh0lzy3I4Y/brmU/li1T6jOo+dhtxwd15shm7O+yg+jKvCcZBNjw4760PMTb0xf9WVcob9mc/0rvKbrcenTmQ6kXS5iHXonk8vmC3g2f62Wq6RKXh57IKebSL9b7XI/1DuJl2NgbcnddhW8P25h/yTJdz1lmNu/z9ZAecYuHqeWSXv08n/EeSvKlszRoe4M5yzTN/J7HXGWM5Uxm1ZjykCpT9xRn9R6rzZYqV7XPZJDsnvgNhDtqbk3dnCEzdSbORVutl3OUhT2hyUwmafvJ+VnGNISyuaxeZ/pFTBs6UJoHX6/4vdgaH3m/c1lGqD6FWTXJPpxYzEoaeNwnx0SSy7zYcSOtoPnbOzdqSQAABuRJREFUpSUUKEty69ByP7A7qXKJsMygip2EfOQkGALm5TCPEEbuL/YHpzCxLlOEwYTDVB74kplK4OFy9TT5gstdhIGSZX8UUwFyI7Z3U/VFFqRa1FLGbbFMWTnK8/I3c94kp95jtdl2UaFcqXSK0oBwg8/lhCePsmktcdktPjfYNEtWPusUC/Oja7m0nSeXNflu5B5M6e6bY9kWnScb0xKGUp/jKPmO7yyLSbsAZgcE7yScBFVNwYjK7Y9GHPdJ2sxoPPFp2zu4Jm1LBwTy0iUUKHe3tVTpaYiNzSjlA6e3kT3QA5j9kc+61XHyQ7KDhXeu2k74sak6mKUDTBAudW+uEixUupPU/hyBBoRcwmnK9EKV7KNGbG9rpR/x+ON7NfNnuKiljJVmVshz++xS9R6rzbaF7JlgEjcSbl5TmuNb66wfFcUAYzAjwJhi4ecyRY5eyhp6ZZMT4qyTokoWnSsbyzjqqbEQ8cSr5pOmuA/XLubqRyKeCOwCJqsFy7EO5Y6fRR/3nhrUB2xpRP2aaJDax5SI1E2BcnfbSL4BI7dQJmCJDehGYFvpD30MlIazeoXjJcEpQlBW2qjdxlxu6mIkPSzNDrjLrj8V3Owut0wiTp1W+twmFl7GTYKP0mnpkjux3VAy00SyL4bSP3A1bK+czcDmrMvUqcE+m9P7t8YyJqkrpcfVbI9WmZ6wpCzzetjqPVYbqFy5pgifyY7S+sTgZji+vkD87IfiY3CRPeK5Bz/FMk9XCO4TE3nWm6yPkH6RNzVnKL53sUHbBAt7gLczdzWtFluob0q4TO6+kTDAcTKmmixor+NztxLScLJmk2nUcZ98Ru08iA/CCWSlWT5EGsrcvegySIPFy4zpXuI9hB6Vsj84sYEd9jIzUMRAKQm89hJzUys1wLEcU1nbNbMdsUelZnG9W5jfS7KHME1c7lH1MffxauZmWriHGPjFXM9hcnyGZratTPpA8vpw3MaeWO70CPSp9GeYUaZdpZ9Txr6AMCVbMvtG7u1VKPNIyfo2M/8KxTSp23tnvL9iGdPbievew9yUcLvcfU8M9JNUgdG4X8ruswrbrnqslqnDAQ9zR+dZNm+5bmJuf5wD7KvwnUtumJNlijDgstx7D1ByO/hkfe5uJcsOEAYNrikp7w7g7qxtxGNiBxVu555atrQ9yvx8Mt63lTDdYuZ684qfxaJy4EvWtaHccb+I9Q4QrgLdSPic9hP28TRhsHXyXdxE+KyzZjNZ9HFvZnsJ9WvbHttKx2WV93npsS+ShwJlkUUys4lyA6ykc9USKDdh21sJgfS20qAo6SUkBEULTqTiMrUEysk4gtJAeZgwm8KiAtW84vY2Ek4kksHAexb73TIzJ/TGXk0IQNdS5gQ+R/la9nlItrg/19QazCtQlnppHmWRRYgBzaIG9oikxYBsi4ebuiwQg9/tZraL1EDZRcgcHOXuu5J0j0b3oJZKrizEVISk5zQ5GUiWSfdgVzPtYZ7vpBd7bfpqRkxzyJurn1j0ID5ZHFvcjV5E6qJAWSSnJAWhJM3inGYHEbIk5Q0EagkYpiBcoi8JNCrlGCc3o2jajUJiMLsNSPfeT8H8/OQ6U7XKBda3EYLwXDe2iWkNm6gvr1kaZwuLnFJPpFYazCeS32ZSgyNjL9jN5RcXqV0MDu+xCnMix+ByBzUEbj53q+zSwHiAMrfYjnmgN9Ywu0U9khSSdPA+746EizBV8m/6+bzTskGY1k49mQWKqUPTbT4jh3Qh9SiL5DcK3GRzc/rqh1Oawt23xJkukt6z9IDMc+Lf19Vx/CVzOqcHVVabgWaUMOtCXYNvc0hun5y2kTLBey3iAFAoczvujN71cragk+KiTdC8Y1CkLA3mExHJUORgvsVKBrCV5uAmPdHpAWlmtrvaALV49aTmmUNylDMZSDivrFkzVdSTo5xa13Ul688c2FihjLs79VjoBvGE8bYac8pL16HBfFIXBcoiIhlisJmYd8OKdpSafm6IudSFewgzZ6SDxOG4zBShN3lnnjz7OJBqajHBSsY6F8y4kZoWbw0hTWRwMZfb4xWgeVMTlg4erPL+EcLt6TWzTQHi8VrrwMvkvdtI3XxJgbLUQ4GyiIgUJs7dO3tnyxjc3ODua9LzeS9i/QPAHaW96HGbGogrIhUpR1lERIq0GdgSA+YkPzvpCV50IBvzlDfHy/f7gPXA2xQki0ge6lEWEREREcmg6eFERERERDIoUBYRERERyaBAWUREREQkgwJlEREREZEMCpRFRERERDIoUBYRERERyaBAWUREREQkgwJlEREREZEMCpRFRERERDIoUBYRERERyaBAWUREREQkgwJlEREREZEM/z/9juijPsbzHQAAAABJRU5ErkJggg==\n", "text/plain": [ "<Figure size 864x864 with 3 Axes>" ] @@ -215,8 +250,9 @@ "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", + "#gs = gridspec.GridSpec(1, 2, width_ratios=[40, 1])\n", + "gs = gridspec.GridSpec(2, 1, height_ratios=[40, 1])\n", + "gs.update(hspace=0.3, wspace=0.15)\n", "\n", "ax = fig.add_subplot(gs[0])\n", "ax.set_aspect('equal')\n", @@ -243,9 +279,9 @@ "tax.clear_matplotlib_ticks()\n", "\n", "# Plot\n", - "#tax.scatter(SM_120, 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", + "#tax.scatter(SM_120, marker='o', s=0.03, alpha=0.3, color='red')\n", + "#tax.scatter([[0, 1, 0]], marker='*', s=500, alpha=1.0, color='green', zorder=100)\n", + "#tax.scatter([[1, 0, 0]], marker='*', s=500, 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", @@ -260,43 +296,256 @@ ")\n", "\n", "# Trajectories\n", - "cmap_010 = plt.get_cmap('jet', 20)\n", - "cmap_100 = plt.get_cmap('jet', 20)\n", - "\n", - "def alp(x):\n", - " y = list(x)\n", - " y[-1] = 0.3\n", - " return y\n", - "\n", - "tax.scatter(T13_010[:,:-1], marker='o', s=1, color=map(alp, map(cmap_010, map(norm, T13_010[:,-1]))))\n", - "tax.scatter(T23_100[:,:-1], marker='o', s=1, color=map(alp, map(cmap_100, map(norm, T23_100[:,-1]))))\n", + "tax.scatter(T13_010[:,:-1], marker='o', s=0.03, color=color_010)\n", + "tax.scatter(T23_100[:,:-1], marker='o', s=0.03, color=color_100)\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='red', alpha=0.7, edgecolor='k',\n", - " linewidth=2., label=r'$\\left (1:2:0\\right )$')\n", + " Circle((0., 0.), 0.1, facecolor='lime', 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='green', alpha=0.7, edgecolor='k',\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(1, 2, subplot_spec=gs[1])\n", + "ax0 = fig.add_subplot(gs00[0])\n", + "cb = mpl.colorbar.ColorbarBase(ax0, cmap=cmap_010, norm=norm, orientation='horizontal')\n", + "cb.ax.tick_params(labelsize=fontsize-5)\n", + "ax0.text(0.5, 2, r'$\\mathcal{O}_{e\\tau}\\:texture$', fontsize=fontsize,\n", + " rotation=0, verticalalignment='center', horizontalalignment='center')\n", + "\n", + "\n", + "ax1 = fig.add_subplot(gs00[1])\n", + "cb = mpl.colorbar.ColorbarBase(ax1, cmap=cmap_100, norm=norm, orientation='horizontal')\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", + "ax1.text(0.5, 2, r'$\\mathcal{O}_{\\mu\\tau}\\:texture$', fontsize=fontsize,\n", + " rotation=0, verticalalignment='center', horizontalalignment='center')\n", + "\n", + "fig.text(0.5, 0.038, r'${\\rm New\\:Physics\\:Scale}\\:[\\:{\\rm log}_{10} (\\Lambda^{-1}_{d=6}\\:/\\:{\\rm GeV}^{-2})\\: ]$',\n", + " fontsize=fontsize+5, horizontalalignment='center')\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_trajectory.png', bbox_inches='tight', dpi=150)\n", + "#fig.savefig('./plots/fr_trajectory.pdf', bbox_inches='tight', dpi=150)" + ] + }, + { + "cell_type": "code", + "execution_count": 98, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 720x720 with 3 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Figure\n", + "fig = plt.figure(figsize=(10, 10))\n", + "gs = gridspec.GridSpec(1, 2, width_ratios=[40, 1])\n", + "gs.update(hspace=0.3, wspace=0.15)\n", + "\n", + "ax = fig.add_subplot(gs[0])\n", + "\n", + "ax.set_xlim(0, 1)\n", + "ax.set_ylim(-1, 1)\n", + "\n", + "ax.tick_params(axis='x', labelsize=fontsize)\n", + "ax.tick_params(axis='y', labelsize=fontsize)\n", + "\n", + "ax.set_xlabel(r'$sin^4\\phi$', fontsize=fontsize+5)\n", + "ax.set_ylabel(r'$cos\\left (2\\psi\\right )$', fontsize=fontsize+5)\n", + "\n", + "for ymaj in ax.yaxis.get_majorticklocs():\n", + " ax.axhline(y=ymaj, ls='--', color='gray', alpha=0.4, linewidth=0.5)\n", + "for xmaj in ax.xaxis.get_majorticklocs():\n", + " ax.axvline(x=xmaj, ls='--', color='gray', alpha=0.4, linewidth=0.5)\n", + "\n", + "# HESE data\n", + "ax.plot(contour_68_upper_an[:,0], contour_68_upper_an[:,1], linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n", + "ax.plot(contour_68_lower_an[:,0], contour_68_lower_an[:,1], linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n", + "ax.plot(contour_90_upper_an[:,0], contour_90_upper_an[:,1], linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n", + "ax.plot(contour_90_lower_an[:,0], contour_90_lower_an[:,1], linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n", + "\n", + "# Plot\n", + "ax.scatter(T13_010_an[:,0], T13_010_an[:,1], marker='o', s=0.03, color=color_010)\n", + "ax.scatter(T23_100_an[:,0], T23_100_an[:,1], marker='o', s=0.03, color=color_100)\n", + "\n", + "# Legend\n", + "l_size = fontsize\n", + "legend_elements = []\n", + "legend_elements.append(\n", + " Circle((0., 0.), 0.1, facecolor='lime', 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", + "legend = plt.legend(handles=legend_elements, loc=(0.03, 0.78),\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_010, norm=norm)\n", + "cb.ax.tick_params(labelsize=fontsize-5)\n", + "ax0.text(-1.5, 0.5, r'$\\mathcal{O}_{e\\tau}\\:texture$', fontsize=fontsize,\n", + " rotation=90, verticalalignment='center', horizontalalignment='center')\n", + "\n", + "\n", + "ax1 = fig.add_subplot(gs00[1])\n", + "cb = mpl.colorbar.ColorbarBase(ax1, cmap=cmap_100, norm=norm)\n", + "cb.ax.tick_params(labelsize=fontsize-5)\n", + "ax1.text(-1.5, 0.5, r'$\\mathcal{O}_{\\mu\\tau}\\:texture$', fontsize=fontsize,\n", + " rotation=90, verticalalignment='center', horizontalalignment='center')\n", + "\n", + "fig.text(0.98, 0.5, r'${\\rm New\\:Physics\\:Scale}\\:[\\:{\\rm log}_{10} (\\Lambda^{-1}_{d=6}\\:/\\:{\\rm GeV}^{-2})\\: ]$',\n", + " fontsize=fontsize+5, horizontalalignment='center', verticalalignment='center', rotation=-90)\n", + "\n", + "# Text\n", + "ax.text(0.34, 0.12, r'$68\\%$', fontsize=fontsize, rotation=12)\n", + "ax.text(0.33, 0.26, r'$90\\%$', fontsize=fontsize, rotation=18)\n", + "\n", + "fig.savefig('./plots/fr_an_trajectory.png', bbox_inches='tight', dpi=150)" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "metadata": {}, + "outputs": [], + "source": [ + "sc = np.linspace(-52, -40, 1000)\n", + "energy = 1e6\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=energy)\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, 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=energy)\n", + " frs_100.append(fr_utils.u_to_fr(s, np.array(u, dtype=np.complex128)))\n", + "frs_100 = np.vstack(frs_100)" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "metadata": {}, + "outputs": [], + "source": [ + "frs_010_an = np.array(map(fr_utils.fr_to_angles, frs_010))\n", + "frs_100_an = np.array(map(fr_utils.fr_to_angles, frs_100))\n", + "\n", + "color_fe_010 = map(alp, map(cmap_010, map(norm, sc)))\n", + "color_fe_100 = map(alp, map(cmap_100, map(norm, sc)))" + ] + }, + { + "cell_type": "code", + "execution_count": 148, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 720x720 with 3 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Figure\n", + "fig = plt.figure(figsize=(10, 10))\n", + "gs = gridspec.GridSpec(1, 2, width_ratios=[40, 1])\n", + "gs.update(hspace=0.3, wspace=0.15)\n", + "\n", + "ax = fig.add_subplot(gs[0])\n", + "\n", + "ax.set_xlim(0, 1)\n", + "ax.set_ylim(-1, 1)\n", + "\n", + "ax.tick_params(axis='x', labelsize=fontsize)\n", + "ax.tick_params(axis='y', labelsize=fontsize)\n", + "\n", + "ax.set_xlabel(r'$sin^4\\phi$', fontsize=fontsize+5)\n", + "ax.set_ylabel(r'$cos\\left (2\\psi\\right )$', fontsize=fontsize+5)\n", + "\n", + "for ymaj in ax.yaxis.get_majorticklocs():\n", + " ax.axhline(y=ymaj, ls='--', color='gray', alpha=0.4, linewidth=0.5)\n", + "for xmaj in ax.xaxis.get_majorticklocs():\n", + " ax.axvline(x=xmaj, ls='--', color='gray', alpha=0.4, linewidth=0.5)\n", + "\n", + "# HESE data\n", + "ax.plot(contour_68_upper_an[:,0], contour_68_upper_an[:,1], linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n", + "ax.plot(contour_68_lower_an[:,0], contour_68_lower_an[:,1], linewidth=2.3, color='grey', zorder=0, alpha=0.6)\n", + "ax.plot(contour_90_upper_an[:,0], contour_90_upper_an[:,1], linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n", + "ax.plot(contour_90_lower_an[:,0], contour_90_lower_an[:,1], linewidth=2.3, color='darkgrey', zorder=0, alpha=0.6)\n", + "\n", + "# Plot\n", + "ax.scatter(frs_010_an[:,0], frs_010_an[:,1], marker='o', s=3, color=color_fe_010)\n", + "ax.scatter(frs_100_an[:,0], frs_100_an[:,1], marker='o', s=3, color=color_fe_100)\n", + "\n", + "# Legend\n", + "l_size = fontsize\n", + "legend_elements = []\n", + "legend_elements.append(\n", + " Circle((0., 0.), 0.1, facecolor='lime', 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=(0.03, 0.78),\n", " title='Source composition',\n", " fontsize=l_size,\n", " handler_map={Circle: HandlerCircle()})\n", @@ -308,11 +557,169 @@ "ax0 = fig.add_subplot(gs00[0])\n", "cb = mpl.colorbar.ColorbarBase(ax0, cmap=cmap_010, norm=norm)\n", "cb.ax.tick_params(labelsize=fontsize-5)\n", + "ax0.text(-1.5, 0.5, r'$\\mathcal{O}_{e\\tau}\\:texture$', fontsize=fontsize,\n", + " rotation=90, verticalalignment='center', horizontalalignment='center')\n", + "\n", + "\n", "ax1 = fig.add_subplot(gs00[1])\n", "cb = mpl.colorbar.ColorbarBase(ax1, cmap=cmap_100, 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", + "ax1.text(-1.5, 0.5, r'$\\mathcal{O}_{\\mu\\tau}\\:texture$', fontsize=fontsize,\n", + " rotation=90, verticalalignment='center', horizontalalignment='center')\n", + "\n", + "fig.text(0.98, 0.5, r'${\\rm New\\:Physics\\:Scale}\\:[\\:{\\rm log}_{10} (\\Lambda^{-1}_{d=6}\\:/\\:{\\rm GeV}^{-2})\\: ]$',\n", + " fontsize=fontsize+5, horizontalalignment='center', verticalalignment='center', rotation=-90)\n", + "\n", + "# Text\n", + "ax.text(0.34, 0.12, r'$68\\%$', fontsize=fontsize, rotation=12)\n", + "ax.text(0.33, 0.26, r'$90\\%$', fontsize=fontsize, rotation=18)\n", + "\n", + "fig.savefig('./plots/fr_an_fe_trajectory.png', bbox_inches='tight', dpi=150)" + ] + }, + { + "cell_type": "code", + "execution_count": 150, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(60000, 12)\n" + ] + } + ], + "source": [ + "MCMC_100_sc = np.load('./chains/mcmc_chain_DIM6_sfr_1_0_0_mfr_1_1_1_MixingScenario.T23.npy')[:,-1]\n", + "MCMC_100_frs = np.load('./chains/mcmc_chain_DIM6_sfr_1_0_0_mfr_1_1_1_MixingScenario.T23_')\n", + "print MCMC_100.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 250, + "metadata": {}, + "outputs": [], + "source": [ + "color_MCMC_100 = map(alp, map(cmap_100, map(norm, MCMC_100_sc)))" + ] + }, + { + "cell_type": "code", + "execution_count": 251, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 864x864 with 3 Axes>" + ] + }, + "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 = gridspec.GridSpec(2, 1, height_ratios=[40, 1])\n", + "gs.update(hspace=0.3, wspace=0.15)\n", + "\n", + "ax = fig.add_subplot(gs[0])\n", + "ax.set_aspect('equal')\n", + "\n", + "norm = mpl.colors.Normalize(vmin=min_scale, vmax=max_scale)\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_120, marker='o', s=0.03, alpha=0.3, color='red')\n", + "#tax.scatter([[0, 1, 0]], marker='*', s=500, alpha=1.0, color='green', zorder=100)\n", + "#tax.scatter([[1, 0, 0]], marker='*', s=500, 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", + "#tax.scatter(T13_010[:,:-1], marker='o', s=0.03, color=color_010)\n", + "tax.scatter(MCMC_100_frs, marker='o', s=0.3, color=color_MCMC_100)\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(0.34, 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='lime', 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(1, 2, subplot_spec=gs[1])\n", + "ax0 = fig.add_subplot(gs00[0])\n", + "cb = mpl.colorbar.ColorbarBase(ax0, cmap=cmap_010, norm=norm, orientation='horizontal')\n", + "cb.ax.tick_params(labelsize=fontsize-5)\n", + "ax0.text(0.5, 2, r'$\\mathcal{O}_{e\\tau}\\:texture$', fontsize=fontsize,\n", + " rotation=0, verticalalignment='center', horizontalalignment='center')\n", + "\n", + "\n", + "ax1 = fig.add_subplot(gs00[1])\n", + "cb = mpl.colorbar.ColorbarBase(ax1, cmap=cmap_100, norm=norm, orientation='horizontal')\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", + "ax1.text(0.5, 2, r'$\\mathcal{O}_{\\mu\\tau}\\:texture$', fontsize=fontsize,\n", + " rotation=0, verticalalignment='center', horizontalalignment='center')\n", + "\n", + "fig.text(0.5, 0.038, r'${\\rm New\\:Physics\\:Scale}\\:[\\:{\\rm log}_{10} (\\Lambda^{-1}_{d=6}\\:/\\:{\\rm GeV}^{-2})\\: ]$',\n", + " fontsize=fontsize+5, horizontalalignment='center')\n", "\n", "# Set ticks\n", "tax.ticks(axis='blr', multiple=scale/5., linewidth=1, offset=0.03,\n", @@ -321,7 +728,8 @@ "tax._redraw_labels()\n", "\n", "# save\n", - "fig.savefig('./plots/fr_trajectory.png', bbox_inches='tight', dpi=150)" + "#fig.savefig('./plots/fr_trajectory.png', bbox_inches='tight', dpi=150)\n", + "#fig.savefig('./plots/fr_trajectory.pdf', bbox_inches='tight', dpi=150)" ] } ], diff --git a/utils/fr.py b/utils/fr.py index 80a26e1..09a69bf 100644 --- a/utils/fr.py +++ b/utils/fr.py @@ -434,14 +434,14 @@ def params_to_BSMu(theta, dim, energy, mass_eigenvalues=MASS_EIGENVALUES, s23_2, sc2 = theta elif fix_scale: s12_2, c13_4, s23_2, dcp = theta - sc2 = np.log10(scale) + sc2 = scale else: s12_2, c13_4, s23_2, dcp, sc2 = theta if len(theta) != 0: sc2 = np.power(10., sc2) else: - sc2 = np.log10(scale) + sc2 = scale sc1 = sc2 / 100. mass_matrix = np.array( |
