{ "cells": [ { "cell_type": "markdown", "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "source": [ "# Eccentricity Truncation Level Exploration\n", "Using TidalPy's high-level functional programming, we will see how different eccentricity truncation levels affect tidal dissipation.\n", "\n", "Also see the TidalPy/Papers/Renaud+2020 Notebook" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import math\n", "from typing import Tuple\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "# %matplotlib ipympl\n", "from matplotlib.gridspec import GridSpec\n", "from matplotlib.lines import Line2D\n", "import matplotlib.colors as mcolors\n", "from cmcrameri import cm as cmc\n", "\n", "from TidalPy.structures import build_world\n", "from TidalPy.toolbox.quick_tides import dual_dissipation_from_dict_or_world_instance as calculate_dissipation\n", "from TidalPy.utilities.conversions import orbital_motion2semi_a\n", "from TidalPy.utilities.numpy_helper.array_other import neg_array_for_log_plot, find_nearest\n", "\n", "# Setup plot style\n", "overall_scale = 0.79\n", "_colors = np.vstack((cmc.lajolla_r(np.linspace(0., 1, 128)), cmc.lajolla(np.linspace(0., 1, 128))))\n", "divergence_lajolla = mcolors.LinearSegmentedColormap.from_list('divergence_lajolla', _colors)\n", "if overall_scale == 1:\n", " plt.rcParams.update({'font.size': 14})\n", "elif overall_scale < 1:\n", " plt.rcParams.update({'font.size': 12})\n", "elif overall_scale > 1:\n", " plt.rcParams.update({'font.size': 16})\n", "saturation_percent = .8\n", "vik_N = cmc.vik.N\n", "# Colorblind safe reds and blues\n", "red = cmc.vik(math.floor(vik_N * saturation_percent))\n", "blue = cmc.vik(math.floor(vik_N * (1 - saturation_percent)))\n", "\n", "# Build a simple homogenious planet around a star\n", "host = build_world('sol')\n", "planet = build_world('earth_simple')" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Rheological Parameters\n", "rheologies = {\n", " 'Andrade': ('b', 'andrade', (0.3, 1.0)),\n", " 'Maxwell': ('k', 'maxwell', tuple()),\n", " 'Sundberg': ('m', 'sundberg', (0.2, 0.02, 0.3, 1.0)),\n", " 'Sundberg-Cooper': ('m', 'sundberg', (0.2, 0.02, 0.3, 1.0)),\n", " 'CPL': ('g', 'cpl', tuple()),\n", " 'CTL': ('c', 'ctl', tuple()),\n", " 'Off': ('gray', 'Off', tuple())\n", "}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup calculation and plotting function" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "def truncation_level_plots(target_obliquity=0., target_viscosity=1.e22, target_shear=50.e9, target_rheo='Sundberg-Cooper',\n", " target_k2=0.33, target_q=100.,\n", " orbital_period: float = 10.,\n", " host_spin_period: float = None, host_k2=0.33, host_q=6000., host_obliquity = 0.,\n", " order_l_cases: Tuple[int, int, int, int] = (2, 2, 2, 2),\n", " eccentricity_trunc_cases: Tuple[int, int, int, int] = (2, 6, 10, 20), \n", " zpoints=np.linspace(-4, 4, 60), zticks=(-4, -2, 0, 2, 4), year_scale=1,\n", " ztick_names = ('$-10^{4}$', '$-10^{2}$', '$0$', '$10^{2}$', '$10^{4}$'),\n", " resolution: int = 350):\n", " \n", " # Pull out data\n", " constant_orbital_freq = 2. * np.pi / (orbital_period * 86400.)\n", " if host_spin_period is None:\n", " constant_host_spin_rate = constant_orbital_freq\n", " else:\n", " constant_host_spin_rate = 2. * np.pi / (host_spin_period * 86400.)\n", " constant_semi_major_axis = orbital_motion2semi_a(constant_orbital_freq, host.mass, planet.mass)\n", " rheo_color, rheo_name, rheo_input = rheologies[target_rheo]\n", " use_obliquity = (target_obliquity != 0.) or (host_obliquity != 0.)\n", " \n", " # Figure out year scale\n", " known_scales = {1: 'yr', 1e1: 'dayr', 1e2: 'hyr', 1e3: 'kyr', 1e6: 'Myr', 1e9: 'Gyr'}\n", " if year_scale not in known_scales:\n", " raise ValueError('Unknown Year Scale')\n", " year_name = known_scales[year_scale] \n", "\n", " # Domains\n", " eccentricity_domain = np.logspace(-2, 0., int(resolution/2))\n", " spin_scale_domain = np.linspace(0., 3., int(resolution/2))\n", " # Make sure to hit resonances\n", " spin_scale_domain_res = np.asarray([0.5, 1., 1.5, 2., 2.5, 3.])\n", " spin_scale_domain = \\\n", " np.sort(np.concatenate((spin_scale_domain, spin_scale_domain_res)))\n", " spin_domain = spin_scale_domain * constant_orbital_freq\n", " eccentricity, spin_rate = np.meshgrid(eccentricity_domain, spin_domain)\n", " shape = eccentricity.shape\n", " eccentricity = eccentricity.flatten()\n", " spin_rate = spin_rate.flatten()\n", "\n", " # Make sure that all input arrays have the correct shape\n", " x = eccentricity_domain\n", " y = spin_scale_domain\n", " target_obliquity *= np.ones_like(eccentricity)\n", " host_obliquity *= np.ones_like(eccentricity)\n", " constant_orbital_freq *= np.ones_like(spin_rate)\n", " constant_semi_major_axis *= np.ones_like(spin_rate)\n", " constant_host_spin_rate *= np.ones_like(constant_orbital_freq)\n", " # Find spin_sync index\n", " sync_index = find_nearest(spin_scale_domain, 1.)\n", "\n", " # Cases that are plotted (must be equal to 4, must have the format (order-l, eccentricity_trunc)\n", " if len(order_l_cases) != 4 or len(eccentricity_trunc_cases) != 4:\n", " raise ValueError('Both order_l_cases and eccentricity_trunc_cases must each have 4 cases.')\n", " \n", " case_line_styles = ['-', '--', '-.', ':']\n", " case_names = ['$\\\\mathcal{O}(e^{' + f'{trunc_level}' + '}$)' if order_l == 2 \n", " else '$l = ' + f'{order_l}' + ', \\\\mathcal{O}(e^{' + f'{trunc_level}' + '}$)'\n", " for order_l, trunc_level in zip(order_l_cases, eccentricity_trunc_cases)]\n", "\n", " # Setup plots\n", " # Contour Figure\n", " fig_contours = plt.figure(figsize=(6.75*1.75*overall_scale, 4.8*overall_scale), constrained_layout=True)\n", " ratios = (.249, .249, .249, .249, .02)\n", " gs_contours = GridSpec(1, 5, figure=fig_contours, width_ratios=ratios)\n", " case_contour_axes = [fig_contours.add_subplot(gs_contours[0, i]) for i in range(4)]\n", " colorbar_ax = fig_contours.add_subplot(gs_contours[0, 4])\n", "\n", " # Spin-sync Figure\n", " fig_sync, sync_axes = plt.subplots(ncols=2, figsize=(1.5 * 6.4*overall_scale, 4.8*overall_scale))\n", " fig_sync.subplots_adjust(wspace=0.4)\n", " fig_sync.suptitle('Spin Synchronous', fontsize=16)\n", " sync_heating_ax = sync_axes[0]\n", " sync_eccen_ax = sync_axes[1]\n", "\n", " # Labels\n", " for ax in [sync_heating_ax, sync_eccen_ax] + case_contour_axes:\n", " if ax in [sync_heating_ax, sync_eccen_ax]:\n", " ax.set(xlabel='Eccentricity', xscale='linear')\n", " else:\n", " ax.set(xlabel='Eccentricity', xscale='log')\n", " \n", " for ax in fig_contours.get_axes():\n", " ax.label_outer()\n", "\n", " case_contour_axes[0].set(ylabel='$\\\\dot{\\\\theta} \\\\; / \\\\; n$')\n", " sync_heating_ax.set(ylabel='Tidal Heating [W]', yscale='log')\n", " sync_eccen_ax.set(ylabel='$\\\\dot{e}$ [' + year_name + '$^{-1}$]', yscale='log')\n", "\n", " for case_i, (order_l, eccentricity_trunc) in enumerate(zip(order_l_cases, eccentricity_trunc_cases)):\n", " \n", " # Calculate Derivatives\n", " dissipation_results = \\\n", " calculate_dissipation(\n", " host, planet,\n", " viscosities=(None, target_viscosity), shear_moduli=(None, target_shear),\n", " rheologies=('fixed_q', rheo_name), complex_compliance_inputs=(None, rheo_input),\n", " obliquities=(host_obliquity, target_obliquity),\n", " spin_frequencies=(constant_host_spin_rate, spin_rate),\n", " tidal_scales=(1., 1.),\n", " fixed_k2s=(host_k2, target_k2), fixed_qs=(host_q, target_q),\n", " eccentricity=eccentricity, orbital_frequency=constant_orbital_freq,\n", " max_tidal_order_l=order_l, eccentricity_truncation_lvl=eccentricity_trunc,\n", " use_obliquity=use_obliquity,\n", " # The following scales convert da/dt & de/dt to yr-1; d^2theta/dt^2 to yr^-2\n", " da_dt_scale=(3.154e7 / 1000.), de_dt_scale=3.154e7,\n", " dspin_dt_scale=((360. / (2. * np.pi)) * 3.154e7**2))\n", " \n", " tidal_heating_targ = dissipation_results['secondary']['tidal_heating']\n", " dspin_dt_targ = dissipation_results['secondary']['spin_rate_derivative']\n", " de_dt = dissipation_results['eccentricity_derivative']\n", " da_dt = dissipation_results['semi_major_axis_derivative']\n", " \n", " # Reshape\n", " tidal_heating_targ = tidal_heating_targ.reshape(shape)\n", " dspin_dt_targ = dspin_dt_targ.reshape(shape)\n", " de_dt = de_dt.reshape(shape)\n", " \n", " # Prep for log plotting\n", " dspin_dt_targ *= year_scale**2\n", " de_dt *= year_scale\n", " dspin_dt_targ_pos, dspin_dt_targ_neg = neg_array_for_log_plot(dspin_dt_targ)\n", " de_dt_pos, de_dt_neg = neg_array_for_log_plot(de_dt)\n", "\n", " # Make data Symmetric Log (for negative logscale plotting)\n", " logpos = np.log10(np.copy(dspin_dt_targ_pos))\n", " logpos[logpos < 0.] = 0.\n", " negative_index = ~np.isnan(dspin_dt_targ_neg)\n", " logneg = np.log10(dspin_dt_targ_neg[negative_index])\n", " logneg[logneg < 0.] = 0.\n", " dspin_dt_targ_combo = logpos\n", " dspin_dt_targ_combo[negative_index] = -logneg\n", "\n", " # Plot Contours\n", " case_name = case_names[case_i]\n", " contour_ax = case_contour_axes[case_i]\n", " contour_ax.set(title=case_name)\n", " cb_data = contour_ax.contourf(x, y, dspin_dt_targ_combo, zpoints, cmap=cmc.vik)\n", " \n", " # Plot Spin Sync\n", " case_style = case_line_styles[case_i]\n", " # Find sync data\n", " tidal_heating_sync = tidal_heating_targ[sync_index, :]\n", " de_dt_neg_sync = de_dt_neg[sync_index, :]\n", " de_dt_pos_sync = de_dt_pos[sync_index, :]\n", " # Plot\n", " sync_heating_ax.plot(x, tidal_heating_sync, c=red, ls=case_style, label=case_name)\n", " sync_eccen_ax.plot(x, de_dt_neg_sync, c=blue, ls=case_style, label=case_name)\n", " sync_eccen_ax.plot(x, de_dt_pos_sync, c=red, ls=case_style)\n", " \n", " print(f'Case {case_i+1} completed.', end='\\r')\n", "\n", " # Add color bar\n", " cb = plt.colorbar(cb_data, pad=0.03, cax=colorbar_ax, ticks=zticks)\n", " spaces = '$' + '\\\\; '*14 + '$'\n", " cb.set_label('Decelerating ' + spaces + 'Accelerating\\n$\\\\ddot{\\\\theta}$ [deg ' + year_name + '$^{-2}$]')\n", " cb.ax.set_yticklabels(ztick_names)\n", " \n", " # Add Spin-Sync Legend\n", " custom_lines = [Line2D([0], [0], color='k', lw=2, ls=style) for style in case_line_styles]\n", " sync_heating_ax.legend(custom_lines, case_names, loc='upper left')\n", " \n", " # Add Grid lines\n", " sync_heating_ax.grid(axis='x', which='major', alpha=0.5, ls='--')\n", " sync_heating_ax.grid(axis='x', which='minor', alpha=0.45, ls='-.')\n", " sync_eccen_ax.grid(axis='x', which='major', alpha=0.5, ls='--')\n", " sync_eccen_ax.grid(axis='x', which='minor', alpha=0.45, ls='-.')\n", "\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot some results\n", "Change around the various inputs and see what happens!\n", "\n", "Function time will be slow the first time you make a call for each new combination of `order_l` and `eccentricity_trunc` as background functions compile." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### No Obliquity - Maxwell" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Case 4 completed." ] }, { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\joepr\\AppData\\Local\\Temp\\ipykernel_12192\\918181683.py:153: UserWarning: Adding colorbar to a different Figure
than
which fig.colorbar is called on.\n", " cb = plt.colorbar(cb_data, pad=0.03, cax=colorbar_ax, ticks=zticks)\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "truncation_level_plots(target_obliquity=0., target_viscosity=1.e22, target_shear=50.e9, target_rheo='Maxwell',\n", " target_k2=0.33, target_q=100., \n", " orbital_period=6.,\n", " host_spin_period=None, host_k2=0.33, host_q=6000., host_obliquity=0.,\n", " order_l_cases=(2, 2, 2, 2),\n", " eccentricity_trunc_cases=(2, 6, 10, 20), \n", " zpoints=np.linspace(-4, 4, 60), zticks=(-4, -2, 0, 2, 4), year_scale=1e2,\n", " ztick_names=('$-10^{4}$', '$-10^{2}$', '$0$', '$10^{2}$', '$10^{4}$'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### No Obliquity - Sundberg-Cooper\n", "Note the different units of time from the previous plot!" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Case 4 completed." ] }, { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\joepr\\AppData\\Local\\Temp\\ipykernel_12192\\918181683.py:153: UserWarning: Adding colorbar to a different Figure
than
which fig.colorbar is called on.\n", " cb = plt.colorbar(cb_data, pad=0.03, cax=colorbar_ax, ticks=zticks)\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "truncation_level_plots(target_obliquity=0., target_viscosity=1.e22, target_shear=50.e9, target_rheo='Sundberg-Cooper',\n", " target_k2=0.33, target_q=100., \n", " orbital_period=6.,\n", " host_spin_period=None, host_k2=0.33, host_q=6000., host_obliquity=0.,\n", " order_l_cases=(2, 2, 2, 2),\n", " eccentricity_trunc_cases=(2, 6, 10, 20), \n", " zpoints=np.linspace(-4, 4, 60), zticks=(-4, -2, 0, 2, 4),\n", " ztick_names=('$-10^{4}$', '$-10^{2}$', '$0$', '$10^{2}$', '$10^{4}$'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Non-Zero Obliquity" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Case 4 completed." ] }, { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\joepr\\AppData\\Local\\Temp\\ipykernel_12192\\918181683.py:153: UserWarning: Adding colorbar to a different Figure
than
which fig.colorbar is called on.\n", " cb = plt.colorbar(cb_data, pad=0.03, cax=colorbar_ax, ticks=zticks)\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "truncation_level_plots(target_obliquity=np.radians(35.), target_viscosity=1.e22, target_shear=50.e9,\n", " target_rheo='Sundberg-Cooper',\n", " target_k2=0.33, target_q=100., \n", " orbital_period=6.,\n", " host_spin_period=None, host_k2=0.33, host_q=6000., host_obliquity=0.,\n", " order_l_cases=(2, 2, 2, 2),\n", " eccentricity_trunc_cases=(2, 6, 10, 20), \n", " zpoints=np.linspace(-4, 4, 60), zticks=(-4, -2, 0, 2, 4),\n", " ztick_names=('$-10^{4}$', '$-10^{2}$', '$0$', '$10^{2}$', '$10^{4}$'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Highly Dissipative, NSR Host" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Case 4 completed." ] }, { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\joepr\\AppData\\Local\\Temp\\ipykernel_12192\\918181683.py:153: UserWarning: Adding colorbar to a different Figure
than
which fig.colorbar is called on.\n", " cb = plt.colorbar(cb_data, pad=0.03, cax=colorbar_ax, ticks=zticks)\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAA7AAAAGGCAYAAABCAW1bAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjgsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvwVt1zgAAAAlwSFlzAAAPYQAAD2EBqD+naQAAkaRJREFUeJzt3QecU2XWP/AzNckUekeKFClLsyBgR0REQQHFsoqo2NB1VVawgHSV9dX1VREsKEVABRVdBUHAxgsWVnAFQf9IBwEpM8OUJDPJ5P85z8wNN5mb5Ca5SW75fT+fODMpkxhO7jznPuc5T5rP5/MRAAAAAAAAgM6lp/oFAAAAAAAAAKiBBBYAAAAAAAAMAQksAAAAAAAAGAISWAAAAAAAADAEJLAAAAAAAABgCEhgAQAAAAAAwBCQwAIAAAAAAIAhIIEFAAAAAAAAQ0ACCwAAAAAAAIaABBYAAAAAAAAMAQksAAAAAAAAGAISWEiJZ555hnr27Em1atWihg0b0uDBg2nr1q341wBLOHToEI0cOVLEvt1up86dO9PXX3+d6pcFoJlvvvmGrr76amrevDmlpaXRvHnzFO83a9YsOv3008Xn4Oyzz6Z169bhXwEsMb5B7APEDgkspMRXX31F9913H23YsIG++OILyszMpMsuu4xOnDiBfxEwtcLCQjr//PPJ5/PR8uXLafv27fTyyy9To0aNUv3SADRTUlJCXbp0oRdffJEcDofifd577z168MEH6YknnqDNmzeLz8XAgQNp3759+JcAU49vEPsAcfIBRGHEiBG+Ro0a+UpKSjR934qLi33p6em+f//73wHX/+c///FxmM6ZMwf/TmCK2H/88cd95513XsT7IfbBLMf43Nxc39y5c2tcf+655/ruvPPOgOvatWvne+yxxwKuw2cBzDa+QewDxAczsBZWWVlJX375JR08eNB/XVFREf3555+K9//Pf/5DCxcuFGfLc3NzNX0txcXF4vXUrVs34HouKRs6dChNmDBBnNEHMHrsf/TRR9SrVy+64YYbxKxrjx49aObMmWJGVg6xD2Y6xgcrLy+nH3/8kS6//PKA6/lnnrmSw2cBzDS+QewDxA8JrEX98MMPdOGFF9KOHTvEGo1ly5aJgXSdOnWocePG1LVrV9qyZUvAY/jAzrffe++9mr8eLiPj5+/Tp0+N2x5//HE6fPgwvfTSS5o/L1hPqmN/165dYu1TmzZtaNWqVSL2H3vsMXrllVdq3BexD0aN80iOHTtGXq9XvBY5/pmP98HwWQCzjG8Q+wAaiHMGFwxo6dKlvlq1avn+7//+T/w8ZcoU3y233OLbv3+/78CBA75rr71WlO1yKVdFRYW4z2+//eZLS0vz3XfffZq/nn/84x++pk2b+nbu3BnyPp07d/a1bNnS5/F4NH9+sA49xH5WVpavT58+NcqKO3bsqHh/xD4YMc4jlRAfPHhQvIZvvvkm4PrJkyf7OnTooPh78FkAM4xvEPsA8UMCazF8UOcB9NNPPy1+Xr9+va9Vq1b+AzkrLS31NWnSRBzkP/jgA3Hdo48+Kn7++uuvI/7xGDBggK9+/friefiPxFNPPRUy8Xz44YfFc23fvj3s7+U/Qvz8K1eujOH/GkA/sc8nYkaNGhVw3YIFC3w5OTmIfTBNnEdKYN1uty8jI8O3ZMmSgOs5ibjooosUfw/+DoAZxjeIfYD4oYTYQnjdBW/dUb9+fRozZoy4bsmSJZSfn0+bNm2iRYsWietycnLEGj0mldmsXr1adNLj1vBKPB4PXXvttTR8+HDauXMnXXfddTR69GixfcL48ePpzjvvrPGYv//97+I5uUtfx44dw7728847T3z9/PPP43wXwIr0FPvcafW3334LuO7//b//R61atVL8/Yh9MGKcR5KdnS3WtvLzyvHPUswHw2cBzDC+QewDaECDJBgM4q233hJnGcePH++/7pFHHhHX8eWvf/2r//rhw4eL67icizvycQe9bt26hfzd9957r7g/n8mUn+3kM429e/cWt8nPQo4ePdqXn5/vW7t2re/QoUP+C3frU1JYWCh+xznnnKPBOwFWo6fY/+GHH3yZmZm+6dOn+3bs2CFmoLjkbebMmYq/H7EPRoxzPpZv3rxZXBwOh5g95e/37t3rv8+7774rZrLeeOMN37Zt23wPPvigmK3ds2cPPgtg6vENYh8gPkhgLeTCCy8UB9rvvvvOf93vv/8u1t5xWeN///tf//UXX3yxuO/ChQvF+hD+vn///oq/l38frx8ZMmSI4u2vvfaaeDyXSUqkPyrBl0mTJoV8/Xa73de4ceMY/+/ByvQU++zTTz8VAyabzeZr376978UXX/RVVlaGfP2IfTBanH/55ZeKx/iRI0cGPPaVV14RZZ7Z2dm+s846K2IZJz4LYJbxDWIfIHaZWszigv6VlpbSd999R+np6dStWzf/9W3btqXt27cH3JfbvfOm8llZWWJTeancMXiLG8nLL78stgDh1vOTJ0+ucbtUpiPfJiR4yxA16tWrR0eOHIn6cWBteot9dtVVV4mLWoh9MFqcX3LJJaqO8/fdd5+4qIXPAphlfIPYB4gdEliL2Lt3L1VUVIg//g6HI+x9165dSydPnqSbbrop4P4ul0vx/tK6VGmNSSgtW7akeDidzoivHSAYYh+swAxxrgb+DkAwxD6A9aCJk0UUFhaqPjP4/PPPk81mo+nTp4ufGzVqJL4eP368xn15wHP06FG66KKLxO8Od+Ez8rHis6b8/yC9FgC1EPtgBUaPczXwdwCUIPYBrAcJrEVwZz5WUFBARUVFIe+3YMECWrVqlSibadOmjbiuadOmYjPw4M6p8sESb8ydSPzc/Fy8GThANBD7YAVGj3M18HcAlCD2AawHCaxFdOjQgdq1aye+f/vttxXvs2LFCrr77rvFWfm77rrLfz23iuez7zyA+f333wMew6VnvOZk27Zt9OGHHyoOfv7v//6PvF5vXK+f17ewvn37xvV7wHoQ+2AFRo9zNfB3AJQg9gEsKI4GUGAw3BWSOzjWrVvX9/nnn/uv5/buY8aM8TVv3lxs1K1k8eLFooue0lYfq1atEtuC8O2XXXaZ+F0PPfSQaFV/+umn+1q0aBH3a7/xxhvFpvf79u2L+3eB9SD2wQqMHOdq4O8AhILYB7CWNP5PqpNoSJ5ffvmFnnrqKdHEgzf0Pu2008TXq6++WmwCnpeXF3KTcG7Q0apVK/r+++9r3L5x40b65z//Kc7E8zqq2rVri7I03nj++uuvp379+sX8mrkcrkmTJjRgwAD66KOPYv49YG2IfbACI8a5Gvg7AJEg9gEsJNUZNBjH008/Lc7Ab9q0KanP+9JLL4nn/eabb5L6vAASxD5YQariXA38HYBEQuwDGAtmYEE17kbJa014PdQnn3ySlHeOt0zgvdz4LP/777+flOcECIbYBytIRZyrgb8DkGiIfQBjQRMnUM1ut4vmIOecc47YODwZ9uzZI5qOPPfcc0l5PgAliH2wglTEuRr4OwCJhtiHZPr2228pPT3dv5UZRE/XM7A//fQTjR8/nrZs2SL2oeNuiHx2+P7776dbbrkl4uP//PNPGjduHH366adUVlZG3bt3F8GS6LU6AAAAAAAAwftZ9+nTR3R/HzRoEE2YMAFvUAwySeebU7do0YJuuukmat68uTgjvGjRIhoxYoQ4IxvuH93tdotElX/Hiy++KDZqf+WVV+iKK66gNWvW0MUXX5zU/xcAAAAAALCu1157jc4//3w6ceJEql+Koel6BjaU3r170x9//EH79u0LeZ9Zs2aJmdoNGzaIMx3M4/GIWVjuwqjUZREAAAAAAKytuLiYpk2bJqpBN2/eLPbJnjRpEk2ePLnGfUtKSsSk2pIlS0Ri2rFjR3rsscfoxhtvDLgfd3Dn5JVzkAcffFDs3Y0ZWAutgW3QoAFlZoafPF62bJkoN5aSV8aP4dLjH374gQ4ePJiEVwoAAAAAAEbCyebrr78uKjqHDBkS9r7Dhg2j+fPniwT3s88+o549e4rq0cWLFwfc7/HHH6cxY8aIbcjAxCXE8npxvhQUFNDSpUtp1apVNHPmzLCP2bp1K1144YU1rufuitJ+YVyWrISDlS/y5+czKvXr1xc16wDx4KIHPrPXrFkzsYhfTxD7kCiIe7AqxD5YUTLinrtH8x7W0bym4HG8zWYTl2C8JzbnHXx/nn2dM2eO4u9csWIFrV69WiSrnLSyvn370t69e2ns2LF0ww03UEZGBv3444+0adMmevXVV6P+/wQFPgO45557xN50fMnOzvbNmjUr4mOysrLE44Jt2LBB/J7FixeHfOykSZP8z4cL3oNExcD+/ft9eoPYR7wn+piHuEeMWfXvKmI/9f8GuJgn7p1Op88R5WvJy8urcR2PeyI5evRoyPveeeed4vdWVFQEXM95Bj9m/fr14ucXXnjB53A4fPXr1xcXm83my8nJ8Y0YMULDd8U6DLEGlte6ckdhvvDedDyl/89//pMeeeSRkI/Jzs6mUaNG0ezZs2u0ruY9Rd95550atemhZqGKioqoZcuWtHzDJsrNyye9KC33kNWUuCtielyRsyKu313iKo/6d4d6TEFhES155EbRYExvZSRGiH0rxX008R4yDhV+hzw2gx8n3SZ/XFFZ1XWlsseVuKpuL3ZWxUtZ9c/O6se5nFX3LS/3iq+ekmLyrnwacR8HxH78x3m1nzH+HEi/j7+X7sefBf4cyOOfY18e91LMe90VVOmqIJ/HTb4vn0Xsx8EqsZ+IMU5tR5b/+zxbFuVmZ1KrbJf42XdsH7kLj5K78E+qdJWRx1VKXv5a7iSvs5S85U6qdDvFfT1Ovt5FXreTKspKqdzpJJfLTWUlbnK5vXSiiKi8gqioJI2KS9OowuejD6k8YXF/8uRJ8XuHpdno1P9haPwOfehz0/79+6lWrVoRZ2DleAa2YcOGimtgeami1+sVyxPluNKzS5cuomkTbwfJ62T5vZBwKXHr1q3p0UcfFRWeYMISYh5A84VdeeWV/jrykSNHioBSwsHA9evBpK5f9erVC/l8oYKZB/B5+akdxJe4Tx3Ec7PJciqzoj+4F5aVkyM3/MGJeTND/25PRugE1pWmfFt5uvIhNav6D5Qey9H1GvtWjXu18R4uxpXiWh7P8vgtdpVTdk5V3Gann3pclq/qT0Wm7E9GphgOEGVUZoiv6b6q35Nefd80b9X1ab6qf7u06v8XxH10EPvqlaeXR/neVpAj0+aPfemzVFydoBaWuanEWU5/nCgRSauTE1VOUN0eqigqI+KkqtxDPk5mq7+nk07yuT1U+eecoIH2s4j9qP5tAhNWqxz3YxnjRIp9vqVOTtUbmGurOr578mtRXXJSeloTKqsopexyB3nTK8mT5iFvmpc86V7y+irIyz9T1b+FpzKTPJRBXl8GlVekU6YnndI9aeTLTKM0TxrZ04nS0omy09IoL5uopDxNzHEm+pjP/0f8nBFVz9dx8ipPYOPFuUabNm1qXC/lGVIuwg1k+SLJyckRrwPJq4kT2GDnnnuuqCHftWtXyAS2a9euYv/YYNJ1fFZE74IP4ABWgdhPHGmgDvqE2I8NJ57xyLdnh/xs1MqpSnI5gZWk27OoUmlWMDuTeCid3ujOgCQWwkPcJzb2+T6cxBa7KyjflkVF5T7KsdvJYcslW91G5HEWi/t5nCU1Hpthc4hZ10hy7EQxTiAbXrgkPdRt8+bNS+ArMj99dZBR6csvvxQLwpXOeEiGDh1Kv/76a8B2ObyNzsKFC6lXr15iUbneDt7BFwCzU4p7xH4VHmjolVQ+qRaXUkLQe4jY123sczKbZ8+iOtWJq8RhD6qqyc6sukBUcMxPbaLLny/+NyirTKPKLLu4LtNRVWGV6Tg1Q8gybDlRP4/DpvuViZqKp+ITYqfrIy/XjPP0Os+4Nm7cWNSgcxfi9957T3T2kmZfea0rt6/euXOn6BrG7rjjDnrllVdo+PDhNGPGDGrUqJHYG/a3336jNWvWJPX/AwNycwxqIDqIe7AqxL5x1xryLJV8RivPkR1wwsbhyBYlxHJp9izRDUaUEFscYt84eBa2bjZRBievBX/6r8+wn0paeR2s3mVn+ShbTZUylxAnoACJKz65rw5Pksm3+DRSxacR6TqB5YXRc+fOFckpL3zm2vHu3bvT22+/LfZzlfDiab7I+1HxOr61a9fSuHHj6IEHHqCysjLq0aOH2J/p4osvjr2JAGZGTSnWxglWgdgHJSfLTjX8UhI80DcaxD0wno2Vx3q2LdPftCkAz8ZGWZ2gV4h9c5bOS6XEEnd6VRlxpiOXPM4c8rrUJazZuVUztS5nVTMoK+OKzzfeeIM++OADsWWOhHMXrvbkqk+wWAJ7++23i0skXEeuVEvOs7YcQAAAkDzc6AZAr4P4WE5Y8jpYeRfuDFuW6DBcA5cZYyYWjFLRZtd1GpByPOlVWloq9rNl27Zto/fff9/fVJYbMQ0cOJD69+9Po0ePFg3b2rVrJ2ZkV65cKZYt8h6woD1ELoCO1w4CGIE0sJc3uQEwu3CNnFCtBUbA62BtWXbKsOem+qXoEiele/fu9f/Myxj5wnbv3i22wWEffvghjR8/niZOnCjWvnbs2DHsdp0QPySwAAAmpUVpPG8lAmAW8Xwmcu3Zqk/SpNkwvAJ9Ci4jluNEVqkTcSxdic1gz549qu7HSxxffPFFcYHkMGQXYgAAAICUC9OFmLfSAdBzo0pu5MS4kZPUiTgadkdVF+NUsmWrv1hZenq6KGdWunDzqQYNGtAVV1whdnoxAiSwACncexAAAPQ3+yptpROsxlY6DFvpgIETZm7kBOY3ceJEsVMLb+szcuRI0eR2xIgR4ueWLVuK5rgHDhwQ63lXr15NeocaFwAAAAAFvBdsCZqSAYDB1atXj5o0aSK298nNPbXmuaSkRCStzZs3p59++kl8/9RTT4mveoYZWIAEKJZ1qwQAAJXHTgNsacZ7wQbjvWABjFYBprRvb6ajaoscMJeXXnqJHnnkkYDkVVq/y9fPmjVLlBLfe++9tGnTJtI7JLBgCEYY1ABoBfEOoJ/mTXkKCSuAqZJfm7ouxJk2R2JeECTcgQMHKCtL+UQbJ66HDx8W3zdt2pQqKvQ/5kYCCwAAEaGMEgDAvDIdxtxKx57tI4ct8oXvZ2UdOnQQXZI9nsBZd/6Zr+fb2aFDh6hhw4akd1gDC6aGJksA0X8+ErFfcSX2iAUDH+O5odNJ2ZZS2bZMcgbP6nIzJ6V9YQEMsBcsmNvUqVPp2muvpXbt2tGQIUOocePGdOTIEfroo4/o4MGD9MEHH4j7cQOnPn36kN4hgQWIAOtZQc/0fpLGi/J/AABDyLDnkNdVKr563GWpfjmgoWuuuYY+/fRT0Y345ZdfJp/PR2lpaXTOOefQa6+9RgMGDBD3mzNnjiHedySwAACg+kRNImZnAfS6/jVqPAuLzwjorO8BfwbybOEbjWXY4y8h5qdw6/ucqqVdccUV4lJWVkYFBQVUt25dysnJISNCAgsAYBHJrCYoV+huCQAAqTmBo5TEcuJcZMukutnq1sh6nKWqntOWTVSCRFa3SktLyev10rFjxwKu5/1gjQIJLAAARE1aD1hanRQ7q2ednNgzEywiw5aFtd1g6OUndXKqMld3up2Cc9hMWw55VSasqcTJsk1NS9pKsrTi4mJ6+OGH6Z133iGXy6V4H05qjQIJLAAAAKSc3rePqpVj85+wATBi+byaUmIwp4ceeogWL15Mo0aNom7dupHNZiMjQwILuqf3QQ2AWRXKuq4CmJmm5fX2LHQjBks37wP9Wb58Oc2YMYMefPBBMgPsAwuWl9QGHwAR4IQNgHZwfAeI9Bmp6leQ4civcVtG9d6wGTYH3kaDc7lc1LVrVzILJLAAACaEgTsAAETztyHTkV+jG3GGzZhdaiHQlVdeSevWrSOzQAkxAAAkVCW2FYEEQBklQGhWOYmZnaWuiZPP4k2cJkyYQNdddx3l5+fT4MGDqX79+jXuU69ePTIKJLAAABBWCToLg4klc3spgBrxp5dE0xb/PrCgX126dBFfx44dKy5K0IUYAAAMqUTD2VKvXgZmAAmSbs+iynLseQzGrWLIt2VRWWUaYZWruU2cOJHS0tLILDADCwBgQbGUX6pNbsurm4IAAID+yLfTETPA+VlUmWVP9cuCBJo8ebKp3l8ksGBaelsfpeXMFoCWMR5tCeXJ6u11pD0xndWx7USpMcQagwmYrVezBhDlw2BG0a5/LSr3Ud1sbuKUS+4CMpQcG5E9I/L90r3JeDWQLEhgQdd0szbEAAkyAAAAAADbt28fNW3alLKyssT3kbRs2ZKMAgksAIAFTtikfKapAmXFAADxwslzUOv000+nb7/9ls4991xq3bp1xDWwaOIEAACGVlhdJhwvbKEDeqV0UkdKDlJ+wgcgietgS7hvQfap2zIdeeR1leHfwODeeustatu2rfh+7ty5ZCaYgQXQGAY+AOhADABgNBn2XMqw55DXVZrqlwIaGDlyZMBs7FlnnUV5eXk17ldSUkKbNm0y1HuuYutfAOtCMgpW38A+2j1g0YEYrFRGiQoDMGLzMj1+lmJltxM5VFz4flbWt29f2rZtm+Jtv/32m7jdSJDAAgBAxE7ZoW5DB2LQo0iDeJycBAjkTrdThiMfb4tJ+Xy+kLdVVFRQerqxUkKUEAMAWEw8Z9yDt9ABMHO3eaXYBzDnZxApgdmcPHmSCgsL/T8fPny4Rjdip9NJ8+fPpyZNmpCRIFpBt4wyqAEwcrwncibKX15Zjg7EoB+hYj74xA727gYrNXIqq0wjhy031S8JNPTCCy/Q1KlTxffcgXjo0KEhZ2efeOIJQ733SGDB0rRcKwiQTIlctxRvB2IvPldgMkhmweyKyn1UN9tOmY58Ki88Kpo5edyROxHn5tnIhY7FunT55ZeLpk2coI4bN44eeOCBGnu92mw26tq1K1188cVkJEhgAQBMLtZZVrUNnJzV90MDJzAbPpkTbSMzCrOWHCCRJy6teFLebssge2b4/U2Zz8NrQK31/vTp00dcWGlpKd11113UrFkzMgMksGBKRu+qB6DHBk7B61+lBk5hSeXD5V5NXidAJOEG8WrKh9We8EGlAZhlmRTHfz6XEmef2k7H4yxJ9csCDU2aNMlU76exWk4BAIAhzsBjexGw5AlKrPcGHeOTM9Il1N+MTAfWwYL+YQYWAMBCIs00xbr+VSofxqwU6HUWSm3zJjVQLg9GExz//HO+PTvgs+iu7aBsOxJYs9qxYwe99tprtH37dtF9WI6bPK1du5aMQtczsF988QXdcccd1LFjR8rNzaXmzZvTNddcQz/++GPEx86bN0/8YyhduI006JueSmsAjBzv8a5/jVQ+LK1/DV8+jC7EYAzS5yWmpk2IczBY6Xww7kQs3ws205ajyWuD1Nu6dSudeeaZ9Mknn9DKlSupoKBAJLRfffUV7dy5M+w+sXqk6xnY2bNn0/Hjx+nBBx+kzp0709GjR+n555+n3r1706pVq+jSSy+N+Dvmzp0rEmC5+vXrJ/BVAwAYq4Qy3g6rwbOvSuXDPpyUghQO4mOZfQ1VjaB00saHxk1gQNIsrPS5OVicRfXtuaIDsVHk5NkoR0UTpzTRxMlFVvXEE0/QgAED6L333qPs7Gx688036ayzzqLly5eLycLp06eTkeg6gX3llVeoUaNGAdddccUV1K5dO3r66adVJbBdunShc845J4GvEgDAGOtf1ZYPxzP7WmPvV8xKgU4FJ69Knwl5B2KOf1WNywASUHUT64nLSLOv8lJifl2V+VVb6WQ68siL7XFMY9OmTTRr1ixKT68qvq2srBRfr7rqKnrkkUfo8ccfp6+//pqMQtcJbHDyyng/I56N3b9/f0peEwCAUagpG1Oafc1zZIuBe569aoN7/sr3q5VjE8lsbvVgp7T69oCEtpYjYH2gNCvrsxEZq0AJ9CjcID6a2Vc1yUCdHFtAEstxr5jAhjhJU/nnnIjPAZCKyoNwv6OA6lC+g2dhq9bCZjhyyatiP1jQt4KCAqpXr55IYLOyssTPEp7omzp1KhmJrhNYJUVFReIsgprZVzZo0CBRely7dm265JJLxD8Qz8oCxCPaM6HxlmgCyNXJyVaMwzzeBiEMecOO4MGNdBv/Dv79TWs5qKmdyFbpovSK6rIrd6n44nUWV311Vf3MPE7591W3S/gsfnEZUY/V+HeExMS+FLtKg/LguA+Od/nvFluJiOtPDY9K3B7aX1BK2w8V0PY/ToiE9o8TJXSssFSctCmvnUMVRWVViWy5p6qcuMRFGW3/Jn6udGLwD/qIfaV4b56fRXXJKY7z3sJD5N3/O5X+sYvKDu0mj7uMvLJjOxhX8+bN6dixY+J7rmT95ptvqH///uLnn3/+WUwQGonhEtj7779fbMY7fvz4sPdr0qSJuA+vl61VqxZt2bKFZsyYIX5ev349de/ePeRj3W63uEhOnjyp6f8DgF4h9lODBxGxlJRJA5pwt0sD8uBBee3sU2uGctJ9IlFl6SXHqbzgMLkOHqbSwqN0ouBP/yCGz8J73U5/wupxO/0/l5eWUHl1V0OX00WlJVXHUJfLS04Xkcur3/lXxL3xhIp9HtzLb5O+V/oc8GeAY5+JEzUlx0+dnCks9Z+U4W1F/uLIpYG9WlMBnU5F5T6R1PJnlp+PEwXpZJCUXPDP0onLo8cL6NOxb5MeIfaNdcwPFftS3KmJfSnuq05OlpD36GFyFfxJ7oIj4qSku/qYz+THfemYD8Z0wQUX0IYNG2jIkCF08803i31hDx06JNbDcuPbW265hYzEUAnsk08+SYsWLaKXX36Zzj777LD35bWyfJFcdNFFos67a9euNHHiRPr4449DPvaZZ56hKVOmaPrawXgdiGPt3mpkiH1jCzVQYQ53IXkLD4sBihiIOIvFzCj/XFS9YT3/HJysSoP4aJJVVuYikj7K7nIid9VyG11C3BtzIK/2pE24z0FF9eegVPxc83MgfpaVT0qfgXRnKeW6nZRbfZ3SZ4I/D6yg1Eefkj4h9s0R+5GSVaXYL5H9DeDYl9a7Bse+FPOS4J9TzW63kT0r8qYqlRU6/iOUBOPHj6c//vhDfP/oo4+KHVk4p+LdWa6//np67rnnyEjSfAbpm8wJ5eTJk+mpp54SnbRiNXDgQFGCfOTIkajOSLZo0YKW/2c75eadai8OiRHvAT2a8t5Y286Heo5Qj5GXEJc7S2nR/VeLcniuDtATxL5xYz/cWXbmO7qn6sy6wqAl1IBFfsZdGqQzHqjzIJ3JB+qhkldW5CKaU1KOuAdN4z7S54BJpfDyCgOObWnGSSlxlZJW+cyTPFGVJ6kc91LMc7w73Wnia3lFVZVDuc9H7/nciH1IauwH/w2Qx77S3wEWPPMqfQbCVd3wZ+H4sTL/5+BkadVn4HgJJTTueWzOywMXDWhEOSoS2LKKSrp51Z+6/BwmmtPpFGXDr776Kg0ePJjMINNIyStf4kleGefrUgeuUGw2m7iAtTu2WhFi37gDGX68NIDh8kZxeOcy4XS7GMBk1GlC0lEtuLOktNeflMRm2ByKZ9mzc/P8SazdYfcnsXZ7hj+JlfBLMcpHDHFvHsGfAx7I896W0ueAbFXNaXgwLt8qREpipaY1LLhxDX8uahZv8snuwNivaleWRuUGiH/EvnmqzSL9DZDHfjD+LKDjsHk5HA6RxObmVh3bzCDyKYsUmzZtmkhcJ0yYIOq147F7926x/pXXwQIAmHlAxAMYXqsnBu9cPpVlFxvU83o+HqzwQIa3SQje7y9DtnE93zfT5qi+vuory3ac+j4379TJPoe96mtO9VdmC79MFywuEUtGIn4O6jSpim1HfkD88/fSyRz/dTZHwOcgGtlZhihwAxOJNvalvwMSefzL/xaA8fXr14/WrFlDZqHrGdjnn39erFfltay8fvW7774LuF1KREeNGkXz58+nnTt3UqtWrcR1l112mVj32q1bN38Tp2effVbUenNSDABgRvKz8IwHMDn2wDPwPHiJNAsbLaVZ2IDbszGYB518DkSyemomStouRD4LK6635ShuH8KVCJFmYZ2nViEBpDT2mbt6FlYksSFmYcHcnnjiCbr22mvJbrfTsGHDqGnTpiInkuNtdoxC1wnsJ598Ir6uXLlSXIJJy3e9Xq+4yJfzcrOm9957TyxK5mlz3lOWt97hRlBnnHFGEv8vwIgNnADMEPfyEkqbbBaWCv6sMfManNDKy4h59klaCxuqjFiJkcqIwbwD+VCfg0yx/i9wyyeJ2PtSqdQyRHl9MIetqoyYy4nLrdcPEHQy1pGXEku1MqFiX20ZsdrPQLJwRVC2ijWwnkxrN3E6u7r5LVe1hmpUy7mUUeg6gf3qq69U3Y/bP/NF7oUXXkjQqwIAMN4ZeD8bz8Dmhhy4h5t5UoPLiINzWi4jdofOcwGSRpqJ4s8BC1WNIDWzCbz+1IkcAKPOwspjn3EjJy4jDl4HHqknAhjLxIkTa8y4GpmuE1gAANDmDLy8fDLUwF1JVbIbvtyM18FKW+kA6GkWSj4LW/U5OHWbvJkTD+LDzUKp+RwA6FG42Je+l+IfzGvy5MlkJrpv4gQAYGaJGsQH/16pkYd8zZ8SqQOr4m0hGjkpkQ+WAPRC3tBGLriZTcBtERo48QkcXgPO1QeIe9D735bg2AcwIiSwAAAWIh+8BK+DDe7ACmBmUlfuWPFJHF4HHowrN7lsvmodLLoRgz56fQScxIwz9sG4ioqKaNWqVbRo0SIqKCggo0ICC6Y6qBeWoVsGQCSikZP0fYjtdMRtUW4dwrNQAHr/28JrAdUKtZVIzU7EyrCNFOiJmtg32onMrJxc8XmMdOH7Wd20adOoWbNmNHDgQLr11lvF9qLSFjszZswgI0ECCwBg8oG7tB+gfPCCs+9gtVko6XPgV93MJlrRntgBSBXs7ACSWbNmie7DvPXo8uXLA3ZuGTRokLjOSNDECSBKmOUFww8uYhi4YysdMCu1Dc0ATNPIKUwXbjCnmTNn0pgxY+jZZ5+tsV1O+/btaceOHWQkmIEFSyqJkDgUu7QrRS5xYSNMAAC9iKehGZ/IATDDjGi42Afz2bVrFw0YMEDxtvz8fCosLCQjQQILAGDRgbu0D2A0a/8AjFgdEylxUFoDDmCUuFdbGabUhVse+/gcmFft2rXpyJEjirft2bOHGjVqREaCBBZ0QU9nJWOl5awtgFbM8NkCc0lETEoD+GiWeITbTsRojWzAmuTxHir21Xzewm0jpXe8Jl3txcr69esnyodLS0/t+ZuWlkYej4dmz54dcnZWr5DAAgBYLLFM9D6ACjuLACRM8MA9XBJbtRbwVDfW4I7cAEamdY8OVOKYx9SpU2nv3r3UuXNn+sc//iGSV14Xe+6559Lvv/9OTz75JBkJElgAAAsINXBHyRiYccAebiAf0Ik4qCN3qC2lgu8XDWylA4k4aRlt7Et/AyTykzdgfu3ataP169dTp06dREdi7kK8YMECatCgAa1bt45atmxJRoIEFkwD3YEBwgseuEfTvAbA6BJd9cD7IHP1AXd6tWUl9KkAYhLu5A0kltvtpttvv51atGhBtWrVot69e9OGDRuS+rZ37tyZVq5cScXFxXTgwAE6efIkff755yKpNRpsowMphzV6APrGgxyP89S6GQAjHO/5pGadnOykPFduno1KS9w1Zl6dgVcBpPyEPVfh2Cpd+JdIMl5revrpp4tZ0NNOO43efvttuvrqq2nfvn2Uk5OYNff79u0Le/vRo0cDfjbSLCwSWAAAk5+04efLV5gSqkpMi8XaP4+zRPMBPIBeB/HcjdUW457IwewOO7mcygmBw+ajcuQKkGTBJ28U/wZoEPt6kJltp0xb5HQmkwJLqJMtNzeXJk6c6P955MiR9PDDD4v9V7t3756Q52zdurVY66pW8P6weoYEFgAATv1RsOWQx639xvZYBwipoNUsLHcw9bqdmrwmsB4tT1rGu1zKf/IGwuIy22nTptFPP/1EmzdvpmPHjtGkSZNo8uTJNe5bUlJCEyZMoCVLltCJEyeoY8eO9Nhjj9GNN94Y8vf/+uuv5HQ6qW3btgn7l3jrrbeiSmCNBAksAIAJyAc14QbsoWaepC0UvC7tk1cAPS0X4WY2tbOzauyJHEvsZzscVO5EYgv6k4gS+kybgzwWOZFz/Phxev3118Xs6JAhQ2jOnDkh7zts2DDauHEjzZgxg8444wxavHgx3XTTTVRZWUl//etfa9y/rKyMRowYIZLevLzEbV902223kVkhgQXLDWhKdDKIAjBiAzP5TBQG72DkmBdrAdFsCSxEfvKGt1OL5+SNUXHjIjmbzSYuwVq1akUFBQViBpNnX0MlsCtWrKDVq1f7k1bWt29fsWXN2LFj6YYbbqCMjAz//SsqKuj6668XDZWeeOIJzf//rAJdiAGCFLtCD4zQ6RiMsJWC2m0UAKxA/nmQPn9qO3ID6AnGIPHjLsC1a9f2X5555hnF+3Hiqqb8dtmyZWIWdfjw4QHXc8fhP/74g77//nv/dTwje+utt4qE9s0330xJeW9RURGtWrWKFi1aJBJ0o8IMLACAxWDmCQDA/KXz8jJiqZETn7ypm61uOzWvAbrPZzpyKFNFKUVmetW/w/79+8U2NhKl2ddobN26VWxDk5kZmFJ169bNf/t5550nvr/nnnvo0KFDYiub4Psnw7Rp00SZM6+95eSZy57r1q1L/fr1o/79+4t1u0aBGVhIGT01NUiUEhfKlSFxwsV9qNvkM09S+RiAlY/3GTF+BrJzE7d2DQASg5NX+SXeBJbXytarV6/G9dJ1fDvjkmIuQ+YZ2QYNGohZW76sW7eOkmHWrFk0ZcoUGjVqFC1fvpx8vlNjgUGDBonrjAQzsAAJLjsG0MOZ+FBb6QBYgZqGNhn2HPK6as44ZdhyyJuAztwAqSLtBStO3hT8GTL2QZ1wpcDSbbymVp40JtvMmTNpzJgx9Oyzz9bYLqd9+/ZiOx8jwQwsAAAAWA535AYwe+WBXivUzKJ+/fr+WVY53k6HKc3OpsKuXbtowIABirfl5+dTYWEhGQkSWAAAA1IzKMHABfRAD4P4SA3NMh2B20oBmBlO3mina9eutH37dvJ4Ao8pW7ZsEV+7dOlCelC7dm06cuSI4m179uyhRo0akZEggQVL7wcIYOWYj3XtH4CpPouyPZF5XTiAmQWcvLFxHwRjx3y6zSG2d4t04fslwtChQ6mkpIQ++OCDgOvnz59PzZo1o169epEe9OvXT5QPl5aWBpQ3c+I9e/bskLOzeoU1sGAp2AMWAMCagtfBqu3GCmCWyoNwvRD45I3HWSK+z7TlkAfrvumzzz4TCV9xcbF4X7Zt20bvv/+++P7KK6+knJwcGjhwoOjgO3r0aLHHbLt27eidd94RnYYXLlwYsAdsKk2dOpV69uwp9p/lpJuTV14Xu3nzZtq3bx8tWbKEjAQJLBgeyiTBaqKJ+eBBO599L8vOovj6LkbPjWVYlqTHQXw0W0oZZSsRgHBw8iY2nJRy92DJ0qVLxYXt3r2bWrduLb7/8MMPafz48TRx4kSx9rVjx44iib3xxht1E5jt2rWj9evXi0ZO3JGYG0otWLCA+vbtK/aEbdmyJRkJElhIOj2WUiZTERoqWI5eYj7U2Xd0oAQ4JdORR14Xug6DNWOfIf5PrQ1Vg7fDefHFF8VFzzp37ixmht1ut2g8xXvAOhyJKa1ONKyBBVC5HQ5mesF0TLD+CSAaoY7jwWtf+aQOl1ECmLHyQKo+YFj3bQ0VFRX+9a+89y2vz5WSV76ebzcSzMACABhILIMZNXtgxqLc6dT8d4J56HkQ739t9lPDoExHvuqZJ24K43Uj/sE4wv0diCb29SYjm5s0Rf77luGz9jqWu+66S8y8cmlzsLvvvlsks3PmzCGjwAwsWLKUEsDKMc/Na7RWWuLW/HcCJGs7EXTkBiv9TRK9ECrTqDKrahYWzO/LL7+kq6++WvG2wYMH09q1a8lIkMACJKjsuMSlv8QFjE3rWahYBi+YdQKjnrgBsHrlgRKcvLGGI0eOUNOmTRVva9KkCR0+fJiMBAksGHpAg3WpoGd6HsRL658SwelK2K8GC9L6OC//ff5qBNlesABmhTGTddWpU4d+//13xdv4+vx8Y+0LjwQWLAN7wIKVSQMXPSfVAFof88Md94M/C9zQjJs3AcRKD8dXKe4jjXmiPXmDhn/G1rdvX3rmmWfENj9y/POMGTPo0ksvJSNBEycAAIudOef1T1LzmkR3oNTBeA4sNogPHrhLP+cpbCHFnwW3PfxesABGOeYrxb5S3PNnNM+WKSpxHOQSyanHmUNel/H2POa9mjPsKpo4pVn7Qz558mTq2bMntW/fnm644QZq3rw5HThwQOxryx2Ip0yZQkaCBBYsMaABSDa9xzw38LDJfuZE1uMsSeErAoh/EB9u1kk+mJd3ZA3+LAAY8ZgfKvaDk1gp9kUjp+wsMuYuoBCtDh060Lp162jMmDH0xhtvkNfrpYyMDLr44ovpX//6l7jdSJDAAqjYAxbADLOvidhOxyVb8OpyeTX93WA8qRzEq1kmojQjxaWUdbOjq0ZAMzPQk0ixH2omVmrmJ8U+TmSaW/fu3UW3YafTSQUFBVSvXj2y243ZiVrXa2C/+OILuuOOO6hjx46Um5srpruvueYa+vHHH1U9/s8//6TbbruNGjRoQDk5OdSnTx/DtYk2g1SfldRXAoGtRqzACDEfzVY6HmdgWVl5aeSZ2jI0coIkHndj6XHAv1/+WeVurLwfZqLL6sF8tD7mJyL25feTYp//DnAZsRT7YF4VFRVUWlr1t5z3fG3WrJk/eeXr+XYj0XUCO3v2bNqzZw89+OCDtGLFCnrxxRdFUtq7d2+R3IbDm/X269dPJKz8uI8//pgaN25MV1xxBX399ddJ+3+AxEE3PdCjVA5kght4hGrkoTRoTyQ3ihssIVUnbqJNXmuuE/RUdeVGJ2Iw+YkbpdgXZLGf6ciL6neCMdx111105513Kt5299130+jRo8lIdF1C/Morr1CjRo0CruMEtF27dvT000+H7Zj15ptv0tatW2nDhg1i5lXqwMXT5+PGjaPvv/8+4a8fjDETBWAWatZAydc/EVcTqxy0e9zOgJ/Lnad+Li1xK26hI385rvI01f8fAGoH8bF2l5c+E9LzHHJlUpu0qk6r7oKqQbzXVRb2d3AlgvxzANZklBM34WK/dbbdH/uMu3F73KfiP8Pm0G3ZfGa2gzJtkVexZ1ZmkJV9+eWXotuwksGDB9Pjjz9ORqLrGdjg5JXl5eVR586daf/+/WEfu2zZMrEgWUpeWWZmJt1yyy30ww8/0MGDBxPymsFaW+iEWjdb4kLibkWpnn0NRb72Sb4GtiDK9h3hBjDy9a8oH7YeI52s5M+D9Jngz0N+9fdOWx1RPhztVjq8Dlx+Eofx28GVB043TtyYmV6P+dHGPlcgZDdpS7a6jf33zbRVfQ4yqr+CsR05coSaNm2qeFuTJk3o8OHDZCS6noFVUlRURJs2bYq4XxHPvl544YU1ru/WrZv4+ssvv4g1taHKj/kiOXnyZNyv24qMNKCBKoj9+EiDAa1iP9qGS6HuL70u3jahdnYa5aT7yFbpovSSI1RecJg8zmLV+/9xEpudW1VixrNPdofUAEI6ZgY2cuK3wpZNZK9Uv+Y22RD38eMY0/KYrzb21dwvOP4ZfwYc7kIi9wnyOovJW1gq1nqfLDgithJxF/wZ9nfyjFTwM8uT2FPnjHxUruP14Ih94x7ztY79Alnsy2dfve4ycdwP7oUAxlKnTh36/fff6ZJLLqlxG1+fn2+sNdCGS2Dvv/9+sdh4/PjxYe93/Phx0V0rmHQd3x4Kb/RrtP2QALSA2NeGNGhIxIkc+e+W4wFKMPmARSSsFSVEJVWDEB64lPFAhQcw1aWSSmuf+Ow7D2CqbuetdkpFObGDB/DVM7LZpSVkdzgDuhLzYN5RPSvLVzn4JH7g/um6gbg3b9yzqth3EblLyVtUdbKGB+plHMvV8c8/S9tI8c/SAN4bNGiXTuZIJfXSyZxT3DVO4uj55A1i35qxf/LEYX/cM4596e8Ax74U99KxP9RSEjCOvn37is/7sGHDAvKjEydOiNLiSBODemOoBPbJJ5+kRYsW0csvv0xnn312xPunpaXFdBvXgfM+SfIZ2BYtWsTwiq0r0bOvWpfZYAudKoh97YUafMRKPmgJTlCD+QcuzmLyiAG6NFiRBjI11/hxEsuXDGcJZTZpLa7LrtMw7kZPxaVl9OSg20iPEPfGinsmryQIll5yvGpmqTrmXQoxL09Y5dcHzDwFDeLl6wAzbafK77OrE1k+kVOr3qn14dnc6bPPAKrIzqeZf/sf0iPEvnmO+eJ4X1KqGPvyuGfykzWR4l6va18hOpMnT6aePXtS+/bt6YYbbhBVqAcOHKClS5eKDsTxTtxxdWwseFloLFv5GCaB5Td2+vTp9NRTT9Hf/va3iPevX7++4iwrn2lgSrOzEpvNJi4AVut2jNg3merkVRq0sHDlwvLtQ6S1gJy45pzejXb56tDGvcdo/4kSOlRYKraEOlxQSifL3FRavRbc6aogp7Ocyqs7W3rdFVRZvR7cVxZ5651UQdwbizSIVyIG8UGUklc5pRM5wTOvoUrqxc82h78qgTlk1zc881Ly1OJ1hfpMYBH75qJ0vA+VvCo/3nhlwvx3KsMeecye4bN2E6cOHTrQunXrxATdG2+8QV6vlzIyMujiiy+mf/3rX+L2eJxzzjlhJwdD2bhxI5111lnmTGA5eeUzB3x54oknVD2ma9eutGXLlhrXS9d16dJF89cJVbD2VRn2gAUtcPdg6Yw87+HHg/myyjQi3gakumTMz5ZL0p9sHrz4yx+rB/T8hz9cp1XptrLdP1Ob07tRSZM6ARULJc5TJ3ekJJZl2zL9SaxQLvseIIFxX5llF90pg4eqHPOh4l3p+gxHbtjBvHw9oFRWKZ+pkvZK/u+sR6msojKG/2OAyLEfPAubUacJUSGXB1fFp1Q5w/HNJyWr/g7k1UhiuWETz8JGinswtu7du4vtRZ1OJxUUFIjJPGn28+jRo9SwYcO4fj8v72zbtq2q+3ICzVv7xEr3Cey0adNE4jphwgSaNGmS6scNHTqU7rvvPrFdTq9evcR1Ho+HFi5cKH7mDXzBGhLVgRhAq5M70ZachRrQSOueJMGDefmgJlLjJqUkttvp3Yia1BEJLM/E5jmUm4jwLKwk3Z5FYviOHNaywp3UjCb2pT0rOfY57oXqUmK5cEksUzOQD7UOXA0peZVKicuRwFpWoo/58iSW416exEonWsIlsZFOYoI5ORwOcfH5fLRixQqx9einn34a0MA2FoMGDaJzzz1XdQIbal9awyewzz//PE2cOFHs/XrVVVfRd999F3B77969xddRo0bR/PnzaefOndSqVStx3R133CH2kR0+fLhYnMxb8syaNYt+++03WrNmTUr+f6wgGbOveinpxRY6oNVnQn4ftQMbtWfllQbz0qAm1KyUvAStasBTdXv54Z3UvtXZtL92bvV+sqfKtriUWOKoTmzLq8uIhSxd/7kBg8Y+Cxf3FHSiRop3rQbywbOvwckrNzVzefTbxAnMd8xnGbKeBVK1AJJVkHC+9NZbb4nc6dChQ5SdnU3XXnstxUPavlQtLl/mx7Rr1y6m59P1iOKTTz4RX1euXCkuwfjMgZTF80X6WVrXwdPk48aNowceeIDKysqoR48e9Nlnn4l6b9AeSocB4v88SI9TM6hRGtAoEYN5t7qysJrrA0v9SazrxGHKtf9KnZp0pENFpQGlxLVkySyvhZXjWVivwtpEMKdkxL4kmoE8U1t5AJCs2Nf6mB/q5I1EOnkTilRGHG3lAeiby+USDZt4tpXXwnLOxGtWeU3sY489JnoHxeOaa65JymMMkcB+9dVXqu43b948cQnWuHFjcXYBIBx0IAY9nsyJZTDPQg3keT2sNKCRtsNRS57E8h6Bbeo0oe3Vs7Alrgp/KbF8Fta/FlY+Cwump1XsR4p71QN5hRM3yZqJkraUKpPtDwvmlMxjvpoKBDUnb4KrD5TK540g055Lmf79yMPcz6frlCdhNm7cKJLWd999l4qLiyk3N5duu+02MePKJb+DBw+OO3lNBWv+a4LmMPsKkJjPQqTBvNpZWPmAJtzZ90hJrOhqWXg4YBZWalAmn4UNXgsL5pbsuFfCA/kavUhlJ26iFWtDG6l8GKwhlbEf7ckbsJZu3brRL7/8Ir7v06ePWF7JW+hwEltUVKTJrO6OHTtE46acHN7s/ZT169fT+eefT4kiqgwAjJK8Rrv+Nd4GTnpZbwvW/ixE+3t5IO+u7s4qkRp8yEnNPfgMvNokVpqFbZ3tonx7trjI18KGwmXEYE6pinupqZNccNwHz0TJ9zOWbxulBWn9q1wpZl9NTU/HfFI6eRNE7bEezGHr1q3iK/cRev3110UCy8mrFr799ltq0aIFXXLJJaJ7Mfcbkhs4cCAlEhJYgCTAFjrmxoONRJ/ICff75QN5f3fWBOJZ2PSS49SpSR2qk1NVPsxlxHkKSSqXEWdEOZMGxpHKuJcLFff+zqyizFB54MallPLBPZdSAmgVm4k+5oc7eaOFjOr9jcF4/vd//1fMwnKHYd5elGdh58yZI0qJ4/WPf/xDNNs9fvw4/fjjj/Thhx+KBLmysmrbMHlfokRAAgtxQekwWJ2hPgOyM/KhBvNqZ2HLCw77S5fliSuXEefas8lhz/J3IwZzSlbsRzOQV5yJSgFp/SuYkx5iX81JS64+kCoNEll9APr097//nTZv3kw//PAD3X333fTrr7+Kr02bNhVfuYkTX2Kxbds2uvXWW8X3HTt2pK+//pr+/PNPuu6666i8PPHVi0hgwRoDd41hCx1IxWcg2oF8qHJKLQYv3ASKy4ib1s5VXUYM5qGn2A9WI+5RSgkaxqFexj5Ks7Chlo3EesLSCNLtOeJvWqQL38+qzjnnHJo9e7bYMoeb2/LP77//vpgl5a1IpZnUaNSqVYsOHjzo/5n3lf3oo4/IbreL7U+lmdhEQQILMUnFATwR61HRgRhijp0UDWLieV6ldbBqcKdKvshnYaUyYqmEmEndiMHc9DKAD5aM8vlYuNzeVL8EsMAxP9RJSwAJJ5cjRowQu7z8v//3/8T2ObzN6NixY8V61mhcdtllNHfu3IDrMjMzadGiRaKpkzPBzeyQwIJpBi/B0MAJrPoZiGcgHzw7K09cA5PYqjLiprUcIomVyoiV1sGK34t1sIaX6tmnUM8daSZKaUsRAC1iT/fHfIXqA6X132A9bdu2paeffpr27dtH//73v8WsaTReffVVsYdsMC5JfuONN2jPnj2USEhgwVQHcQArfAbiGcgHk6+LUiMwoS2lpnYSJcRy8u10eB0sN3ICY9ND3KsVvA5W3sgplpiPxOvGtjlmZrZjfjydiDPR0Ml00tPTxX6w3IQpGtnZ2TW2zpFr2bIlJRISWDDEQdzI29mgA7E5pHr2KZia16J2a4VYSGXEtkoX5dmyaqyDlRo5gfEZLe5ZqFLK4LWAaGYDWsSbnl+LmuoDbK8DWpg0aRIlCxJYMNxBPNXQwMl6jBj/UkmZ2jVRsQxguIw4eB0smItRYl+aiYq1lBJAzycs1QpeBxvc90Dr6gM94L9dai+QWP/zP/9DyYIEFiIy4kFczfpXNHACo8e/0muLZj1grJ0p5WXEvA4235YVsB8sGJ+eB/B6fV3BSkvcqX4JYKFjftjtdMLsgwyglUTv/SqHBBZ0P4BJRfmwkUuWwVzxnyhalU7yOtjm+eEbOIGxmDnuAcKxeuxn2jBLCbGLdU/ZWCCBBUVWP4iDtZk5/mPdSifcOti65Axo5IRE1piMdNIm0utUWv8dbi0gurFam5FiP2ohyuex/huMDAksWOcgngJo4GQsRoz/WAbyWpCXEadXuGrcLu9EDPpntLhXElxKGWn9N9bEgRmP+QBWgL0NQNcHxVhKeRO5/hUNnMxJj7Ef70A+z5YpBvK1s6uaenC34IAz8s5iTZ6LGzmRu5TybHn+TsQlznJ/J2Knq+q9zc7OIKwI1B8jxz6/dl5/rbbyIN1dKmaduOwdrM3IcR/pmE/ZaWSl04eZ9jzKdEQufc6szEjK67EyH9bAQjIZ8Qykkde/lsaYPIP2zBL7qf5/8DqLQ3Yi5q10eC9Y0BezxH6sEtWNtdyJPWH1zCxxH+n/IbgTsZqtdADidf7551OyoITYwsxyIAeIFmJf28E8r4VVOxMGqWW22I/l/yVcN1aUFZuT2eIeQI/WrFmTtOdCAmvRg7gRDuR6Kx+OFta/6ouRYj8W4f6/om1oEy0uyeTyNewHq09mj/1Q62BrxD32grUcM8d9tP9f8qZNkU7UZGDLHYiR0+mk5s2b0yeffEKJhDWwFmDWg3eyYf2r8Vg59oPXwYYb0MS6JlDeyEn+HLwXbEn12ldIDSvHvlyN9d9gelaNfemYD5BKDodDJLG5uYnddxiRblJGP4Cnah/WRD+v1NwGEsfosZ+MgbzU0EYrvJVOTnryNjCHmqwc99E0cwLzsXLsK1Fs5FTduE8qn+djtnwLKfnJSKPh/yd1TZySt0ep1fXr10+UE1966aUJew4ksCaBA7i68mEwF8S9tgN5LisTXYXjwHvAonw+8RD70ZOa2fCa7eBKhODrMm055HHH91mAxEDsB74XOHkDevPEE0/QtddeS3a7nYYNG0ZNmzaltLTAEwj16tWL6zmQwBqMFQ7ciZwFTdb2ORjAa88KsZ/UkrIwW+koDejV4G10QFuI++ihlNIcEPvxQfk8pMrZZ58tvk6ePJmmTJmieB+v1xvXcyCB1REcrFML5cOpgbhP/Bn5ZOwNiHWG0UPsGz/uITaI/cTEPk7egB5MnDixxoyr1pDAxgAHXv0lkXrqPmxWiHvjS9QZeS47Tq9w1SglPlnmJjNA7Jsr7rnCINbGZVaD2Dd3+TxAIvDMa6JhG50okyQczK0H5cNYX2xW2Nw+PBzzjUX+91naTqeGoK10sJ2IMsS+sSluI2VSGbYccVIq4sUWudETaOPHH3+kREMCC5aYfU3Uc6uF7sOgt4E8n5GXy4x3X1g37wWLTrBgpM6l2u2FDJBKsU6uyPeGBdBKz549qU+fPrRo0SKqqKjQfwK7bt06eu2118TmtQcOHNDyVwPEJVnlw2jeBHol1gOGGMBIWyso4S0WAADAGOQnLbl83s9WNRMZSqRqBAC15s2bR5WVlTRixAhq0aIFPfnkk5rnhZolsNOmTaNLLrmERo8eTddccw21atWKGjduTFdeeaVYzPvvf/9bq6cCE9Lr7Gu05cMAej4jX6OkLKicEsBscR9cSimtBVSCkzVgZFjiBnpx66230vfffy8ul19+OT333HPUpk0bsbXOV199pa8EdtasWTR8+HCRYf/3v/+lt956i66//noqLCyk559/noYOHarVU4HJJLp8N9XNm1A+DPF8NsJd4j4jD6BTiHuwIq2O+eGqbqSKG8y4QjJKiRcsWED79+8XjZ3+85//UL9+/ahLly6iYtflcqW+C3FJSQnde++91KxZM3Hp2rUrjRw50r/Xz7Zt27R6KgBdzr6ifBi0onagwverk5Ot6Sb3PKjhrsIAeo196T6hYj+WuAcwwzFfIm2nw9UHSttI8fpvT4h9wI0m3ZFHGSqWuqR7rdHUSo+ys7MpJydHfPX5fFRWViYqdqdPn05Lly6l3r17p24Glp/84MGDirdlZGSIhBbArLOvoZJXpdlXlB9D6DiK/ix7NI+Jppwy6uYetlxNTiqBNcUa+zHNREVYCwiQTFoe85XKiKWqm3DHe4BE+Pnnn+mee+6h5s2b06OPPkq9evUSZcW7du2in376SVzPt8dCswSWF+i+8MIL5PGEaF0PoGHyqrfZV7XJK0As8ahGpAFNyG1FZMlqrF1ZUYoGyUxcgx+vJu7j3VIEW3CAUWJfTRkxQCK99957dNFFF9GZZ55JH3/8MY0ZM4b27t1LCxcuFGXFrFu3bvT000/HXKGrWQLLtc0FBQV0/vnn06pVq5DIQsqT11hnXxNZOozZV9B6EBP8u9QI7kzJ4u1E7LTVCfgZsQ6RJDvug8ljHjOyYJZjftiTN1FWH+DEDcTipptuotLSUtEPad++fTRlyhRq0qRJjfu1bt2abrnlltSugWXcsGn37t2i87DNZhPZ9TnnnOO/8KJdAD0kr9j3FfQgEXGotEZKWhNYNaDJJMpWXhcVLXRthVhjNJlxL81E5djtZKt0+Uspva5Sf9WBfN031oGD0WM/lmO5x1mi2WsCa/vmm2/oggsuiHg/7kw8d+7c1CawX3zxhfjKCeymTZvE5ccffxSLc7lDcVpammjmBNam9+RVi9nXUKXDmJECNTGYrAENz8IGD+ZjGcBX7SOb7//8IM4hUmwmSqjmTpEa2gCY7ZgffNJSfvJGqj4wSxMnys5VtyUcyqmTRk3yGi9NZ2DZ6aefLi6814+Et9bhhBasDckrWF2iBzFKzyUNamoOaKhGWZnHWTUjJQ1s+DopsQ0+Qy+ffeXB0AFZN3ys/4ZQ8ZgM8sF8cEdi6cSNPOYBEh2PyRAqiWXykzfy6gM+USk/zrNMWw553OhED/qm2RrYcE477TS6+uqrY3pscXExjRs3TmyE27BhQzGTy+tt1Zg3b564v9Ll8OHDMb0eSP56D8y8ghkkcwAf6nnlHSqVmtqEWwdbdXue/yLHA6BDJ50p+38Ea6z3i/Z55XHPJ27Q0AbMHvtKzyethfX3PpDNVqIBHxhVUhLYeBw/fpxef/11crvdNGTIkJh+B9dXf/vttwGX+vXra/5aoaZ4D95aJK9hW867yqMqG+aSYbVlw/x4pd9R7FTf9AmMLdYN6BPxOpQG8wXkEIMaUUZcp0lAcw9pYBOu4QffZqvbmNIatqYDBaXisyT/fJS6ysnpqiCns5zKy7GExEr0FveM455P3Phj3pFf46QN1nWD0WNf/vzSSUv5Fmoi9rGNlColJSX00EMPUbNmzchut1OPHj3o3XffTdw/HqSuhFhrrVq1Et2Nedb02LFjNGfOnKh/BzeP4iZSYK3EVW/rXU9G0a0YjC1Rg5doto/Kk5VNBpcUn5qJPdXQyT+gry4lk6+PCi4xk67jJJcTgD3ldip2nQi4HfFuTYmI/XjjXop5Lqc8WFxBzfOzqsopq8uI5dtHoZQSzHTMDz7eS2thpWO9adbBJsiwYcNo48aNNGPGDDrjjDNo8eLFosNuZWUl/fWvf031y7M03SewnLiC8UjrMGI9qAcfiEMdxPPtsXfeC9fkRv661d5PLXdZKf0a9aPASOQxo+XAJvhzEeo5lcjXAXJDG1Y7u+r4yjNSDneh+D67Lre6P7XEQqmZk3T23l6vCXlbnU3kIurUtC41rZ1LnZvVq56JLQ9o7LTn4BH68v0o/4fBcsf+aONe/pzh4l6KeYmIeaoayFPBnxq9UrAqvR3zQx/vT+0LK528UduwT698WTZ/c6rw91N/MoCtWLGCVq9e7U9aWd++fcV+pmPHjqUbbriBMjIyYn7dkMIE9sUXXxTNmniNq54NGjSIjh49SrVr16ZLLrmEpk6dGnZLHy5X5ovk5MmTSXql5hNva3el3yM/MKsVPHiRBu6R5KT7qhp+cL19RXWXGrd8JiqLvLIzmMGzVCy4SUhxdhk9T/qE2E/NZyDamJbHsxTLHKtKOH5F7LqrZkg5Xr2F0ixr1dcKZzHxn3ZpICPFsdS0KdQAp+zQbsr45VviYuO2CiWYItG1E2XUyaHKM5pQG9InxH3qjv3RxH6o47hS7PvjntzimO0tKvbHNsc9P+IkfxZcZSHjnRvZeKs/I94Ym9q4XPounUfsGy/21R3zS/xjFY79UzFeSiXVYxYp9pXiXhJr3OtZ8Jiet/3kS7Bly5ZRXl4eDR8+POD622+/Xcy+fv/993Teeecl/PVCAhLYp59+msaMGSPKc6+77jox1d62rTSMST3eNHf8+PHUu3dvqlWrFm3ZskWUAfDP69evp+7duys+7plnnhGb7lpdLImimkFHNEmk/AAtJZJEVQ0JApJKuYAEs4o0eAlOMiN1oOSBvUs2eA987KmOrMED/OAOftIgiJVEKHtOJcS+dnGfmNivIgYnkpLqQYpCKZgYnFTHuVQq5o0yngMGM0GfF/ngxut2hv3/ceq44Adxn5zYj+bEoVLsB8Q9H+fLleOeeaoTVfF9UOwrxX2omDc7xL5+Yj84IQ0Z+2GO+fLYD3fMj3S8Dz7Wm0mLFi0Cfp40aZJic9itW7dSp06dKDMz8N+zW7du/tuRwCpLT08PWUHL19epU0fkjo8++qiY1Y5FXCOKQ4cO0ddff00ffPAB/e///i899thj1LVrV38y27lzZ0qlK664QlwkF110EV111VXiNU6cOJE+/vhjxcc9/vjjIjGXn60JDngj0/JAHW6QHnzQDjcgD1Y1Y3TqIC0NxFnwoEQpgQw1MFe6r9JgJdxAPdyAPTgh9ijcp1THzWwQ+4mJfXn8R4p9pfjnR8rPoEvUfgZO3b/mRvXRnHxRSlj9n8fqn6Xry0urnqvcWfXzieLwCW4qmT3u9XPcd6qOfWlwzoNxSayxrybuw52siXYWyuUM/Iy7In/kU8bssZ+quI/3mC+P/VBxr1Xshzrmm3H2le3fv19MakmUZl+lJrJt2tSsG6pXr57/dlDGOdaCBQvETjKDBw+mxo0bi5xx+fLllJ+fL3amWbNmDfXv358+++wz8TWpCSxn2Jw582XmzJliVvP9998XjZb4jAYveOYSY76ceeaZpAetW7cWG+x+9913Ie8TqpzALIL3xTMCpSYyoD2zx76ZcUMl+cAEnxn1EPf6I/aqdBZrEsfBexiDdWJf6/EOd7IOl8TGhbe3Uagg40Z5UhIr36cbYsPJqzyBjbUPD3r0hMZJPlfBcuVrbm5uQFdnTlabN29OP/30k/j+qaeeiimB1XQbnfPPP59eeOEF2rNnj9iqhjPs9957T0wT81kM3s9VD3w+n0i+rYwP6vI9IeM9oEv7jAXj1u3S3nvcwl1q484NNPx7kikQC/L5YM5dIh35VRfR9ZSbDkiXfH/3SB68y/czk+7LgvetDL4vb9rNF7kMBz+vbEsRW464BNzH5hAXuRpbMtgc4gL6ivtkx748/qXYjzf+mfwzoLSnX/BWCUpbhAQ/Rumz4P9edpsU+/7XUv2zdH12bs3nAuvFfjTHfaXYZ6eO5cqxH+74L6m5d3FgnAcLFfdgPFrGfbjYj/uYzzjueUsz2TE/eGwRfMwPjn055X27wx/zjRb38vc30iUavN2m0izriRMnAmZioaaXXnqJHnnkkYDklfGaYr5+1qxZojT73nvvpU2bNlEsEpbFnXvuufTPf/6TduzYQT/++CPdfPPNYuo41Xbv3i1minkdLGg7qIl1QBPugB5pMKNmICOJNZEN+DlEIisnH2Sd+t1IZPUmFbHPpNjXIv7ln4FoBjTB1A5oYpHtqPp82O3mneUxmmQmshK1x/3g2A8+gRNpMC8XbRKrVdzbHdENlMG4J3GUhEpk1R7zlWKfqT15qcUJHCCx3HD79u3k8QT+O/OsIgvXDNbqDhw4QFlZypUPnLgePly100HTpk2poiK2z2NSpiF5499p06bRL7/8EtPjuT6aS5M/+eQT8fO2bdvEz3wpK6sqmRs1apR4U7i9teSyyy4THYc/+ugj+uKLL0TXZC4f5ml/fj0QSMvBfChKA3k1ZyblB3QWzUAm3kFMcBIrrouQxAa/tlO/G7OxepSq2GeqZqSYQvzLyeO/6j7RJbHxzEZhFtaYUjWYZ2pmQ/wncKpLisVXjZPYZLAjn9WdZJ28lIsn9gNPxquL/WhoedLSLIYOHSpKXrnPj9z8+fOpWbNm1KtXr5S9Nr3r0KGDyLmCk3/+ma/n2xmvi23YsGFMz6HftpAyo0ePDkhMly5dKi7SjCqva/V6veLC5cHysydcwvzcc8+R0+mkRo0a0aWXXkpPPvmkWJ8LiVszIh3QldaK8EFdanbAB/RQreCVDuh8xoV33ZKvjQq1PkS+JjDedVQ8gI/UlY+T2ODGTvLX5r8uG6MZs8d+qDVSoWKfBzThGn2I2K/uuB28NlDt+qjgz0DwusDgNbRa4lnYsgqsYdcraSCf7NiPFPfy4z6vDVQb+9HEciLjHvQv0bEvj/t4Yj/4GK40toj2mB/PeMcKBg4cKNZmcg7Czc3atWtH77zzDq1cuZIWLlyIPWDD4MlD7n/E79mQIUNEE6cjR46ICcWDBw/6TwrwPrt9+vQh0yawvKY2knnz5omLHK/HBf0f1KM5oEvCDWTUiDR457ORkbZS4Jmo4C59SkksWC/2Y0liI0n0QD6Yus8A4t1MEn0CRy6egXy00NAMUhn78SSxapqa4eRN4nz44YdiO07uqstrXzt27CiS2BtvvDGBz2p811xzDX366afifXv55ZfF5CJXv3JPpNdee40GDBgg7sdNf2Nl7U5GEJGWjQ/CiWZtlFRWE0oqS4mVX0/41wvmjP1w5cSxlpUJEeI/HKXSYwCtSysTUVIpibWUWG0ZMUoprSuRy0iCY1+tcGMeNWMLKxzzpTXGai7R4qZDXPLKpa5ut5v++9//InlVibcx/eGHH8RWOrx1EX/9/vvv/clrvOKegS0qKhL7qe7atUss2D399NNFAyeeNgZziHdGSu1ZyajwesAwpcSpPBOPWSnziPesvNZn5NWWEquF7UUg1bGvVryzsADJrD6LJFWzsDjmQzJxjsjblh47doyuvPJKysnRbq11XAksvyjeoFbeZlraF6lt27Z0zz330P333092dDAgqw9otCwlVhrEB9PqYB5cRhnr2pBYkgvQB72ewAk3kNeqjBisLRl7hidrCUm4k5ehPiNYC2hdiR7vRAMnb8CIpk2bRjNmzBA9iDg33LhxI9WtW5f69esn1hY/9thjcf3+uEqIH3zwQWrVqpWYIubseufOnaLO+dZbb6XatWvT2LFjRSOlrVu3xvUiwRwlNmpKKqMq8ZCV1SiVk8Uili5+RtkrDfRdTh9VGX1QOaUkFfEfDPvBmks8JcXJLKfUuisrQCLGO7F25FZTQm/lMmLQF97ndcqUKWKHGN5CVd5gd9CgQZpsq6oqgeUnvuOOO2jfvn0B1//888/01FNPiUW5vKFvy5YtxfUPPPCAyLR5c1re44c7/wY/FoxL64G80mAmmkF8KMHbimh1MFdaC1vjPtgux5T0MpCPJ6ZTNZiR9oMFY0pk7MczkAcwQx+QSHDyBoxk5syZNGbMGHrppZfo8ssvD7itffv2tGPHjuQlsF9++aVYgCvHe/fw1HC4/V/5cd26dRNb14B5aD2YiYeaWahYG3qI2zWaYUUzJ3NIZOwno5lZIk/cgLnpZTAvF2v1TSr2gwVj0tvJGwh0snqv6UgXvh8kB/dFCtWsKT8/nwoLC5OTwKanp4v9Vv/yl78EXH/99dfTM888IzpzhZKRkUH/+Mc/aMWKFXG/WDDvYCaWA3rwIF6rmSWUEUOqYt/IcILGGmKJfS0H8tGevAEw60l7LZZOocweEoGXkfK+r6G2Rm3UqFHczxHXGthJkyZRWVkZ9ezZk9auXRtQ4yzHGwC7XOqaM4B1BzOJkKgyYgC9xH68g5lYZqKw7tva9BL7aoTbSg3AyCftAfSKGzU9++yzVFp6qnEeN3LyeDw0e/ZsTbbSiasLMU8Df/XVVzRy5EhR49y6dWvxAletWkUFBQVi9nXLli00ffp0uvDCC+N+sWCebn1KXfpi6UgsCdWNOOA+GnZjVdOdEtvpmJ9WXVpj7sad4G1FgrtwAySzQ7EWx30APY53EkXegT70fZR3X8DxHrQydepUMbnZuXNnGjp0qMgNeV3s5s2bRU+kJUuWpHYGltWvX58+/fRTWr16tXixPG08fvx4kdByBs6dirm502uvvRb3iwX9StXaqFBlxFrPQmEdLGgV+6hAALPQIvZjXg+YgC70AMkc7yjFvpZNzFB9AKnSrl07Wr9+PXXq1El0JOYK3QULFlCDBg1o3bp1/qa/8dDslBB3GuYLv8jffvtN1DhXVFRQmzZtaqydBXOK9syk2lnYVMDemWCk2E92BQJAKmdi5XuBAxj1mK8kmv2QWTR7IZtVabmHSMUSBXE/SBqefV25cqXok3T8+HGxB6xDw90INK9p4Gnijh07igtYTyIGM/GWEYcqqQm3sX0seF2gF+WWlpXK2A9m5cEM6Dv2k3XiUk0pJYAhT94keOkIgJZsNhs1a9aMtBZ3CTFAPOU1kUrKtKaHjnuZjtS/BjBH7CeiE7cePiMAarcVwX6wYJZjfrRlxABWhgQWdL1GRM2aKK3WwSZiX0xu5ATWkszYB7D0iUuVx32clAEj9QCJ9+QNtpGCVOAtV7l5r9pLvJLTFg0sSW15TTI79MXSmQ/A7LEPoKeSSjVlxLGug5UvHZEf87FGHFJ1zJeX0AMY1cSJE8UyUsncuXOppKSEBg8eTE2aNKFDhw6Jpr+5ubl0xx13xP18GDmBLgc0sR7QtdxWIXhAgxbzkAxaxz7WAoJRT97EugYcwKgncFSfvJGtg7V6I6cSdwVVZkWeBS9L0W4ZVjF58mT/988//7xIWtesWUN5ead2+SguLqbLLruMcnLiX6qEEmLQRXlNuK1FtCilREkN6LWsLN7Y12Jz+0jbSAEko6Qy1v4HWAcLZhnvSLRaOoLyeUgF3jpn3LhxAckry8/PF9fz7fFCAgu6Fc1gJpp1sNgbDcw6kGdYCwhmOnEJYAWJbF4JkGwHDx6kzEzlChu+/vDhw3E/B0qIo1DkrKDy9HJKlDo52WTl0ppwJWWp3BM2GmbdSgexb77Y12obKW5U5nU7yYwQ98kvqQwuoQ9XRhxpSxGUz8cOsW+MY340y6a03joQIJROnTrRv/71Lxo4cCBlZZ36LJSXl4vyYi22WkUCqyOFZeWmToC1WB+CNVHmFE/s6z3ukxn7Wq4Bh8Qz+zFfDS1P3mi1FhD9DhLP7LGf6pM3kaBpJSTS9OnTaciQIdSmTRsaNmyYWA/Ls64ffvih+PrRRx/F/RxIYC30B0EPB/xIB/XgwUwsDW0wiLcWNQMhq8Q+WIsZjvkAVo39RFbeJLv6wG7PIKfLS3quFnA60cQpWa666ipauXIljR8/nl555RWqrKwUHYrPPfdc0Z2YGznFCwmshYQ64Cf7QB/rgCbSAV2LcjKclbRO7KdigJOq2AdrMsoxP9LJGy2qD7BNjrWYJfbVsnonYtCffv36iUtZWRkVFBRQ3bp1Nek+LEECCzUO9Mk4wIc7qGsxmGFY7wFGSGqTEftYCwh6PuaHg5M3YNXYZ1g2BUaXk5OjaeIqQRdiUDzAyy9Gp9SJWCsZCfzdkHzJiPtYOxPrLfbBPJJ1zA8X+8EdiYO7smq1rQiA3mM/2k7c8W4jha12QAvdunWjrVu3qr4/lxXzY7Zv3x7T8yGBhYgSdXCPZTCj1QEdW+lAKgc2qYx9gEgSOaCPZSAfyzZSALHQw8l7tSdvtNgDHEArnLw6nep3JPD5fFE/Rg4lxBAV+UFdi9KbaEqJ1ZTVaL0WEOumIBWxH068sY+YhlTGfTSxL5XQx9LQRloLqFQ+j+UlYKTxTrzMfswvcVeQNzNyZZMzidVPVjVkyBCy2Wyq78+NnWKFBBbiPrjHe2BPxmBGK7Fsr2DmfTKtKtGxH2owY5T9kMGcEpHManbi0l2KDvRg6fEOTsxAKo0cOTKmxzVo0CCmxyGBBV0MaqIdyKuFAzqYIfZj2k5KR5vWZ+fmUVnhyVS/DNDRgF7zgTyXUqILN5h0vBNNM6dw1QcAicLb4yQT1sCCpuJZO6KmuY18PWA0TT2kZjZ8QE82zL5aQ6JjP96GNkqxj/WCoMe412ItrFq8dRqAHmNfTf8DaR0seh9AJOnp6ZSRkaF4yczMFDOhV1xxBX355ZdkBEhgQVcHdqWDerSDGRzQwYyxH+tgRm0n4kQM5Ll8Hqwh1uY30Q7k1Zy8wYkZMOoxP9Hw2bCuiRMnUqtWrahevXqi3HfcuHE0YsQI8XPLli3plltuoQMHDlD//v1p9erVpHcoIQbdlZkpldeEKqfEHmmgV0aOfXnTj1jWfYO1RRv78eyTGc06WLM3swHzHvPFicsEHvONrMRVTp6MyCcQXC7jbwsZj3r16lGTJk1oy5YtlJt76sR2SUmJSFqbN29OP/30k/j+qaeeEl/1DDOwoMszlGrOTKrdVgQglRD7YFXRxH40FQghZ2GDthRJ5dIRsC4tjvnRVJ6JyptqmGGFUF566SV65JFHApJXlpeXJ66fNWuWKCW+9957adOmTaR3SGDBMAMapcEMUxrMqDmgY/NusGrsA+gx9rVYQgJgxLL6cCft1Z68SfQ6WLXLUUCfDhw4QFlZypUunLgePnxYfN+0aVOqqND/lkMoIU7AXlOpkhdnCZYeS22Cy2uCu/SF7UzJB3RuolRdTiZ15oPoIfbNFfsopVQHcZ/82A9XUhmpnFIqI9ZbF24jQuynPvbj6UQf3IkYx3zo0KEDvfjiizRw4ECRsEo8Ho+4nm9nhw4dooYNG8b0hhUVFdHHH39Mu3btEsny6aefTueeey61a9dO838AJLAm+4NjtIQ4noN6rGtD4mktH7wW0IuEWBcQ+4mPfdAfI8a9muO+NBultC424kA+6OQNmJOZYz/SiUutTt5w4z6Ps0TxtgxHrmHGN0XOCnKlRZ7ldjv1OwGVDFOnTqVrr71WJJNDhgyhxo0b05EjR+ijjz6igwcP0gcffCDuxw2c+vTpE/Z3ffPNN3T22WcHlCN/9913NHjwYDp+/Lj/urS0qmN127Zt6Z577qH777+f7Pbod1FQggQW4v4DocWBP9LeapGSWCXigM7fiLOP4Q/o8tvDHdQj8aLZjSmkIvajHdCoiX0eyDOtZqKMNKgBfcd9tLEfPBtF2ZEH8uEqb5T+JmCWyrr0FPsxn7THyRsI45prrqFPP/1UdCN++eWXyefziQTznHPOoddee40GDBgg7jdnzpxwv4a8Xi9dcskl9J///IfOOuss//UPPvig6HL82WefUZs2bcRsLCeu3PF469atNHbsWHr11Vdp2bJl1KVLFzL9Gtji4mLR6vnyyy8XU9r8Zk+ePFn14//880+67bbbxP5GOTk54qzC2rVrE/qarXjgD3WJRag1I3xQl68TkdZG8UE93NqQVO6PprQHrMeJLphmkYi41zL2AYx8zGdKcS8JGfvVzZzka8ClRk7ofQBGH++EIu9/wLBmFYLxPq8//PCDyK32798vvn7//ff+5FUN3jd26dKlIjmV+/nnn0X3Yk6Ipa152AMPPEAbN24UjaF4fe2ll15K+/btI9MnsDwV/frrr5Pb7RZT3tHgx/Tr108krFzfzXXZPGXO/4Bff/11wl4znBLPgT7cgV3tQF7aFzOaA3qss69qYA2uNcQ7yNE69nkgHyr20egJtKRF3AfHvnwwz3HPF477cLGfyhOXYE2pPubLmzkpnbyR4JgPOTk5Ytsc/hoLLkWuXbt2wHU8yeh01py0kfTo0YO+/PJL6tatGz355JPmLyHm6eiCggIx83rs2LGIU9tyb775ppi23rBhg7+eu2/fvtS9e3cxq8tnHRKx11Qy5dvV7zemJ0oH9VClOUrlxfI1UvLymlBlZdJg5lSZsLrGBmFvCypLCy4fVpp9NSrEvn5jv0qmYuxLA3n5ekA09Yji3wrHfM2EGshHin15iWVUx/3qckoJTh5G+e+F2Nf9Mb+IiGpnO0QzPyn25Uungkvo1ZTIY99vazh69KhisinNmoZTWVlJderUoXXr1ol8SnL99dfTM888I5pE2Wy2kLO3//jHP+jWW281fwIrLQCOBddZc1ct+WJk7rx1yy230BNPPCEWLfMZCLU6NKlDOXk4q5sIkTaxlzcxkJOvAazqyHqqvCa9wkUkWwslJzWyiWZT++AGTtEy8gAKsa+v2A9e+xpN7EuiiX2rQtzr+5gvj31pAK8m9mORYcuxVI8DxL4Rxjvkj/1QcS8fd6g55sc7zknVyZby9Mhrk8td+pqASrbi4mJ6+OGH6Z133iGXyxVyfauavIxnYOvWrRtw/aRJk+i8886jnj170gsvvEAXX3yx4uNPnjwZ8vlNlcDGg2dfL7zwwhrX8/Q1++WXXxQTWC495ov8zWbdGzooP99BVqW2y29sPFUH4GDSAVl23FHqLhncjMOlkCzKu6+GO5DLmzjJz1jymUn5AZ4b2lS9nuqzm9W3i+vcZZRhcwTMxkolnJnp+u2Eh9hPfuynVyiUrMsHIuXq454HK/JXGtxxWB73NR9bYtnkFnFvvmN+uOO9/LFWjnuG2NfJMV8h9tXEfXDsx3rMB/N76KGHaPHixTRq1CiRB4WaJVWTwM6dO7fG9fn5+fTVV1+Jpk3ct6h169bivqtWrRKVtDz7umXLFpo+fbpibhYtUyewvH6WFxIHk66Tt3qW4ynwKVOm1Lg+Y/9PlJEbW724GSRiO/loZiWj2f4j2oFI8IGdk9iq5ywJaPrBv1dKZGM9e5+u448dYj85sZ+IuI8U86E6ESdiEJNpc5DHQCX0iHv9HfOTHfcRf48BZ6bUQOwrs3rso9u8+SxfvpxmzJghugUnSv369UWn4y+++EL0L+LEdfz48f5qWu58zNvvcNfjeOl3JJ2EEuRQtz3++OM0ZsyYgBnYFi1aUPHuX8iXg26fViIlsqF+ZtGew8oq4zO7/yY9QuybX6SENXgwY8SSsmgh7s0vmhM1Voh5CWLf2rFvxaoDq3K5XNS1a9ekPBd3GuYLJ6y//fYb7dmzhyoqKsT2On/5y180eQ5TJ7B8JkBplvXEiRPiq9LsLONp9Vin1sGctOzal16p3+bfiH2w4ppAxD1YFWIfwBquvPJK0XiJE8tk4YnCjh07iovWTJ3A8pkGrrcOJl2nxUa6YA2hSnFiUanB4nWAWMnL4wGsIpq4V+rEaqYTNmAtZj/mc5fnbBW9Rcpj3KvXLCZMmEDXXXedWKs6ePBgMckXLNTEnh6ZOoEdOnQo3XfffWK7nF69eonrPB4PLVy4UPzcrFmzqH5fuj2HMuzWbeJkVlomp0qC/2h4XKcahBkFYt98cStvVhbtYN4qEPfmi321cW91iH1rjFXUbK0D5tCletJu7Nix4hJrF2K9MEQC+9lnn1FpaaloAc22bdtG77//vn9KnDfi5a5a8+fPp507d4q9Y9kdd9xBr7zyCg0fPlwsXG7UqBHNmjVL1GOvWbMmpf9PoL/yYC3/OGCABKkoa9cihjGgAavGvqrntjlMtcc3WCfucfLG2iZOnBjX1qR6Y4gEdvTo0bR3717/z0uXLhUXtnv3btGqmc8a8IUXDMvXdqxdu5bGjRtHDzzwAJWVlVGPHj1EQhxqfyKw9h+HeAdBSFzBbCdjAIwAsQ9WhLgHtSZPnkxmYogElrtXRTJv3jxxCda4cWMxMwuQaGqSVy7V8RqwhBjMeTIGZ+TBirGPuAezQSILVmOIBBbALMkrgJEqCgCMCLEPEOdnyJFrmL1gi8rKKcsXOZ2pcJaT1ezbt4+aNm1KWVlZ4vtIWrZsSUaBBDbKtWFo4lQFyZi1klfEvjH/HTGQj/f9wzHfqLEfLaz9rvl+YLxjvNiPdMxH9YG1nH766fTtt9/SueeeK5ZbRloDiyZOYIk/bmb844ABPyQj7vUU8wBmjH0cy0FPsZ/MYz5iHyRvvfUWtW3bVnw/d+5cMhPMwIKu/ziYYaBvhv8HSE7MJyJWMJgBq8Y+gF4YNe6x/7GxjRw5MmA29qyzzqK8vKp9geVKSkpo06ZNZCTpqX4BAJHLmE5dAMwM8Q5WlYjjvNK2IwB6gmM+JEvfvn3FNqRKeHtRvt1IMAMLhiIf3OjhzCW2zYFkxHu8sR5uFlbLNVGZjlzyGKTxB1j7OI+1gGDVY77ZlLrKKVNFOuNxWa+Jk5x8m9FgFRUVlJ5urDlNJLBAVj/QJ5KeXxsYhxFiHSAR0FwJrAjHfNDCyZMnqbCw0P/z4cOHa3QjdjqdYrvRJk2aGOpNRwILhqf1AMdKZy7BWDCYByvS+2A+w+Ygr9uZ6pcBJoRjPsTjhRdeoKlTp4rvuQPx0KFDQ87OPvHEE4Z6s5HAginofYADoBUMaMCqYol9nJAEo8MxH2J1+eWXi6ZNnKCOGzeOHnjggRp7vdpsNuratStdfPHFhnqjkcCCqeBAD1aAOAerQuyDFSHuIRZ9+vQRF1ZaWkp33XUXNWvWzBRvprFW7AIAgBBtt1Z0ZAUAMC6tjvncwMxMSlwVqi9G5Ha76fbbb6cWLVpQrVq1qHfv3rRhw4aof8+kSZNMk7wyzMCC6eBMJQCAeSXzGJ/hyCUvOmuDTmB8Yz0ej0fs4bp+/Xo67bTT6O2336arr75aNGPKyYnupMaOHTvotddeo+3bt4vmTXK8Rnbt2rVkFJiBBVPCnrFgBYhzsCrEPgBYQW5uLk2cOFGsXeWtbkaOHEmVlZUiGY3G1q1b6cwzz6RPPvmEVq5cSQUFBeJ3fPXVV7Rz586w2+zoERJYAAAAMC2Uz4OZaH3yBieDtFNcXCyaJXHzpIYNG4pZzcmTJ4e8f0lJCT300EOitNdut1OPHj3o3XffDfscv/76q5g9bdu2bVSvjbsMDxgwgH755ReRrL755pu0f/9+kdC6XC6aPn06GQkSWDAtHJTBChIR5/jsgBEgTgFAT44fP06vv/66WLc6ZMiQiPcfNmyY2IOV16d+9tln1LNnT7rpppto8eLFivcvKyujESNG0IQJE0R34Whs2rRJzN7yLC7jWVx21VVX0SOPPEKPP/44GQnWwIKpxbpeBFsvAAAAgB5hLewpxU43ZVRmRHzPvG43JVqrVq1EaS7PvB47dozmzJkT8r4rVqyg1atXi2SVk1bWt29f2rt3L40dO5ZuuOEGysg49f9VUVFB119/PXXu3DmmPVv5ddWrV08ksFlZWeJnyTnnnOPfL9YokMBG82bZ8yjTof1sRzgeZ3FSnw9ACWLfHIMZnJiJDuIerAqxbw445td08uTJGvug8kULnLiqtWzZMjGLOnz48IDruePwX//6V/r+++/pvPPO88+W3nrrrSKh5dLftCieR9K8eXORVLN27drRN998Q/379xc///zzz1HP6KYaElidy3TkJ/05kTSDHiD2wYoQ99HBTJR5IPYhGXg7Gjku3w23TjVRuKlSp06dKDMzMBXr1q2b/3Ypgb3nnnvo0KFDovlS8P3VuuCCC8T2O1zafPPNN4v/b/6d2dnZNG/ePLrlllvISJDAQsxJs1ESXQxwQMvYN0rcA6iFuAerMnLsY2wTG25cxPupSrSafY1lvWybNm1qXM9lvtLtjEuKuRSZmzw1aNDAf7/PPvuMLrzwQtXPN378ePrjjz/E948++igdPnyYFi1aJGZzuTT5ueeeIyNBAguaHvj1eqBPhWTtUwjJpde4j2cwwxvbe5wlmr8mMP9AXw+xD5BIiH1z4eRVnsCGwtvL8JpUNTZv3iw6CEcrXCmwdBuvq9Vii5u2bdv6OxdzKfJLL70kLkaFBBYSOsjRy+AGZyrBinEPYIXYj/X4jhM3oFXsm+WYn2nLIY/bWCffy1wVlO4rj3i/SndFVL+3Q4cO9MYbb6i6L+/RGq369ev7Z1nlTpw4ETATqwWn0ynWvb766qs0ePBgMgMksJDYADPhAV4tJM3WZeW4B2uTYh9xD1aSqmM+xhmJ07RpU7rzzjsT9vu7du1K77zzDnk8noB1rVu2bBFfu3TpotlzORwOkcTm5uaSWWAfWEjqAT4VTRoArBL32BcT9Bb3ejnmczdWgGTQU9yDfg0dOpRKSkrogw8+CLie94Vt1qwZ9erVS9Pn69evH61Zs4bMAjOwkPygM8gZerSfByvGPYDWEPtgRYh7a+LmSqWlpVRcXPW3ftu2bfT++++L76+88krKyanajnPgwIFiG5vRo0eLrX24xJdnZLnT8MKFCwP2gNXCE088Qddee61oBjVs2DAxwxy8BlfLsuVEQwILlhnQo9QG9BL3SGLBihIZ+zi+g14hkbUWTki5c7Bk6dKl4sJ2795NrVu39t/24Ycfiu7AEydOFGtfO3bsKJLYG2+8UfPXdfbZZ4uvvGXQlClTFO/j9XrJKJDAQsrh4A5Wg5gHq8IJHLAqxH5iON3cxClyOlNZHl0Tp1jt2bNH9X3z8vLoxRdfFJdEmzhxYtiux0aDBBZ0Awd3sJpUxDxK4yHVcAIHrCoRx3xUH4AaPPNqJmjiBLqS6MYHWje54W0YAPQU82jkBEaBRjdgRcmOezQwA7mioiJatWoVLVq0iAoKCsiokMCC7mBQA1aDmAerQuyDFSHuIRWmTZsmOhxzA6lbb71VrMmVOhTPmDHDUP8oSGBBl3BwB6tBzINVaRX7qD4AI8ExH5Jp1qxZonnTqFGjaPny5eTz+fy3DRo0SFxnJFgDC7qFNbFgNYh5gNTBWkKwyjGflz95nCVkBi5nOaV5I2854ysvJyubOXMmjRkzhp599tka3Ybbt29PO3bsICPBDCzoGs5QAgCYH471YFVaxD6qDyCSXbt20YABAxRvy8/Pp8LCQjISJLCge6lscoPmB5BsGMyAVSGJBQBIjNq1a9ORI0dCbv3TqFEjQ731SGABAHQGA3kAAOvAMR8SrV+/fqJ8uLS01H8d7wvr8Xho9uzZIWdn9QprYMEQsDYQAMD8cKwHq0LsQyJNnTqVevbsSZ07d6ahQ4eK5JXXxW7evJn27dtHS5YsMdQ/AGZgwTBwhhKsRE/xnmnTdv9kgETFfrglIlouCcl0aPe7ACB25eVeKnd7Il/KAxsXWU27du1o/fr11KlTJ9GRmLsQL1iwgBo0aEDr1q2jli1bkpHoPoEtKSmhhx56SOxbZLfbqUePHvTuu+9GfNy8efPE2QWly+HDh5Py2kG/0PAAAAAA9ERPJy7BfDp37kwrV66k4uJiOnDgAJ08eZI+//xzkdQaje5LiIcNG0YbN24UG+yeccYZtHjxYrrpppuosrKS/vrXv0Z8/Ny5c6ljx44B19WvXz+BrxisVmITrh09tmUAPcY7z0R5XaXa/T6bg7xup2a/DyDVx3quOvC4y/APAYaB8QaoZbPZxMSgkek6gV2xYgWtXr3an7Syvn370t69e2ns2LF0ww03UEZG+L2funTpQuecc06SXjGYcWCj9WAfIBnxHu1gxkz7AgIAGFUixjgYx1jTvn37orq/kcqIdZ3ALlu2jPLy8mj48OEB199+++1i9vX777+n8847L2WvD6whUvIabtAfTQIBkEpIXkFvUj0LC2AWOAlvTa1btxZLJ9Xyeo2zTljXCezWrVtFXXZmZuDL7Natm//2SAnsoEGD6OjRo2L/o0suuUR04eJZ2XDcbre4SLhGHPRDiwGN2sQyEcmrp1y/pZaIffPEe7gYj3YwE6mU0ujlw4h788S+VnEfKeY9TnNU5SD2rXHMNzOvu4LSKsNXYzJfRQVZzVtvvRVVAmskuk5gjx8/Tm3atKlxfb169fy3h9KkSRMaP3489e7dm2rVqkVbtmwR62j5Z+7C1b1795CPfeaZZ2jKlCka/V+AlgyfvOp8TRVi3xysOpCJFeJef1Ix82rFzw1i35pQcWMNt912G5mV7rsQhztzEO62K664gqZPny5mYC+66CK6//77RZtofszEiRPDPufjjz9ORUVF/sv+/fvj+n8AbSB5TTzEvvkH8Sglqwlxbw7RJqAYxCP29SbVFTd6P8kO8SsqKqJVq1bRokWLqKCgwLBvqa5nYLlbsNIs64kTJwJmYqOpBb/gggvou+++i9idiy+gL1gPlXiIfbAixL05oHFZ9BD7+oJxDiTStGnTRDWq0+kUE3q8y0vdunWpX79+1L9/f3rssccM8w+g6xnYrl270vbt28nj8QRcz+XALNJaViW8cW96uq7/twEAErYnIHejBAAAAOuYNWuWWB45atQoWr58uciHJFytytcZia4zuaFDh1JJSQl98MEHAdfPnz9f7F/Uq1evqH7f7t27xfpXXgcL1hzQ8xl6dffDIB8AwEwnbwDMGvvhxjbRjGd4/2OjqXRVqL5Y2cyZM2nMmDH00ksv0eWXXx5wW/v27WnHjh1kJLouIR44cKCY0h49erToBNyuXTt65513aOXKlbRw4UL/HrB8NoGT2p07d1KrVq3EdZdddplY+8odi6UmTs8++6yYMucpdIB4xLJnJv9hwPoSSMZWItjQHgAAACS7du2iAQMGkJL8/HwqLCwkI9F1Ass+/PBD0U2YGy/x2teOHTuKJPbGG28M2LeIL/LpcC4/fu+99+i5554Ttd6NGjWiSy+9lJ588kk644wzUvR/AwAAAGpgPSAAgDZq165NR44cUbxtz549Ik8yEt0nsHl5efTiiy+KSyjz5s0TF7kXXnghCa8OUkHvgxrMfgEAAIBZxzlgPP369ROVqNdccw3Z7XZxHVelcp+h2bNnh5yd1SvdJ7AAAFaHwQyAOjiBCABQ09SpU6lnz57UuXNn0WOIk1deF7t582bat28fLVmyhIxE102cABLR4ENtIycAAAAA0LEKD1G5igvfz8LatWsnGtl26tRJdCTmZZcLFiygBg0a0Lp166hly5ZkJJiBBQAAAF1C9QGAPhpRgvF17txZNMJ1u910/PhxsQesw+EgI8IMLAAAAACAjmArKdBSRUUFlZaWiu9tNpvYjlRKXvl6vt1IkMAChIC9YEFPMJgBAIBQsDwKwrnrrrvozjvvVLzt7rvvFluWGgkSWDAsDOgBQsNgBiD4M5Eb9i3BZwYAzOrLL7+kq6++WvG2wYMH09q1a8lIsAYWAAAAdAvrYAEgpHIvUaWKBk0er6XfxCNHjlDTpk0Vb2vSpAkdPnyYjAQzsAAAAABRyHSEn80F0AIqzUArderUod9//13xNr4+Pz/23T1SAQksAIBBYDADAAAA0erbty8988wzdOLEiYDr+ecZM2bQpZdeSkaCEmKwZGmZFpvdow09AAAAAOjd5MmTqWfPntS+fXu64YYbqHnz5nTgwAFaunSp6EA8ZcoUMhIksNG8WY5cynTkkMdZ1YYawFrlcr5UvwzQsJmN14XjWCQ45usH1sEm+/3GeAfATDp06EDr1q2jMWPG0BtvvEFer5cyMjLo4osvpn/961/idiNBAmvAtS9IoCEVEPdgVYh9Y9GiwgaqIPZB73zuCiJP5BWRPq+x9jlNhO7du4tuw06nkwoKCqhevXpkt9vJiJDAmvgPChJdMBPEPVgVYh+sCrGP6gPQnsPhEBcjQwJrwQO/2RJblJaBFeMeIBhiH6xKKfZxzD8Fy0ZAUlRURN999x0dO3aMrrzySqpbty4ZERJYCwo+0OMgD1ZglrhPxQmbTFsOedwoyTQqs8Q+QDSQ1AIEmjZtmug4zCXEaWlptHHjRpHA9uvXj/r370+PPfYYGQW20YHqZg1VF0h8IgD6i3vEfnwybMYuRbIaxD1YFWIfrGrWrFmi0/CoUaNo+fLl5POdasw5aNAgcZ2RYAYWAgNClsTiLD1YMfYR92AlRjrmY7kIWDX21bJkA7NyD1FGRuT7eT1kZTNnzhQdiJ999lnRgViOt9bZsWMHGQlmYCEkzExVrRuJ9Y8IGJNVz9DzvsZgbVaMewCG2Aez27VrFw0YMEDxtvz8fCosLCQjQQILpjiw85n5aCHJhMhxpe+4jwQxDmY95icalntYk15jP5YxDoBc7dq16ciRI6Rkz5491KhRIzISJLBg+AM7QCIh7sGqEPtgVRjrgNn069dPlA+Xlp4ql+dGTh6Ph2bPnh1ydlavsAYWog8aR65p1osAGHGNLNYCQnLjDcd8sB49HfMB4jV16lTq2bMnde7cmYYOHSqSV14Xu3nzZtq3bx8tWbLEUG8yZmAhJjgzD1aFM/NgRTjmg1XhmG+AJk5qLxbWrl07Wr9+PXXq1El0JOYuxAsWLKAGDRrQunXrqGXLlmQkmIGF+AIIZ+bBghD3YFWIfbAizMaCGXTu3JlWrlxJbrebjh8/LvaAdTiMuQ0eEliIP4iQxIIFWTXuMxy55LXg/zfoI/a1Lp/n7tseZ4lmvy/b4aByp1Oz3wf6YtXjPhjb0aNH6bXXXqNvvvmG/vjjD3Fds2bNqG/fvnT33XdT/fr1yWiQwIJpDupYFwhWjHuAVEDsg1Uh9sFI1q5dS9deey2dPHmSMjIyRMkwlw//9ttvtGbNGnruuedo2bJldNFFF5GRYA0saAbrRMCKEPdgVYh9sCrEPhhl5vWGG24QW+hwk6aioiI6dOgQHT58WHz/7rvvUm5uLl133XWipNhIkMCCpnBQBytC3INV6TX2sQcymC32sRdsCG4Pkasi8oXvZzFvvvkmeb1e0byJk9ScnBz/bfz99ddfT//3f/9HFRUV4r5GggQWLDOgAUgkxD1YFWIfAEB/Pv/8c7rjjjvotNNOC3kf7j58++23i+ZORoIEFhICAxqwomTGPc7Gg57gmA9WhLgHPdu+fTtdcMEFEe934YUXivsaCRJYSBgrHNi5g2XUj8k2ZstysFbcowQTAMA6x3wwn8LCQmrUqFHE+/F9+L5GggQWLA2DdAAAbWAgD1aF2Ac9crvdlJWVFfF+mZmZVF5eTkaCbXTAVNuMYCsd0ANsswBWlYzYj+c4n2HPJa8LW18BmEa5hyhdxXxcpfWaODHeLocT1HB+/fVXMhoksJD4IMNemWBBiHsAAOvAMR/06Lbbbot4H94XNi0tjYwECSwAAABoN7DASUuAlC6N8rrK8C8ANHfuXNO+C0hgITmBZuABDUrOwIpxDwAA+jrmY5kURGPkyJGmfcPQxAkAwMTQqAxSAU1twKoQ+5Ao3377LaWnp9P06dMt/ybrPoEtKSmhhx56iJo1a0Z2u5169OhB7777rqrH/vnnn6L2u0GDBpSTk0N9+vShtWvXJvw1gzIc1MGKEPcAAACJ4XN7VF+MrLKyUuRD5557bqpfii7oPoEdNmwYzZ8/nyZNmkSfffYZ9ezZk2666SZavHhxxNbR/fr1Ewnriy++SB9//DE1btyYrrjiCvr666+T9voBABJZThZPaTxAIuHkDQCANl577TU6//zzqWPHjnhL9Z7ArlixglavXk2zZs2ie+65h/r27UtvvPEG9e/fn8aOHUterzfkY998803aunUrLVmyhG6++WbxmPfff5/OOOMMGjduXFL/P+AUDGjAihD3AADWgWO+NRUXF4sc4/LLL6eGDRuKzr6TJ0+Ou8r0+PHjYjKOJ/PAAAnssmXLKC8vj4YPHx5w/e23305//PEHff/992Ef26FDB1E2LOF9kG655Rb64Ycf6ODBgwl97WDMWSkAANAOBvIAYBWcaL7++uuiCnTIkCGaVZk+/vjjNGbMGKpdu3YCX72x6LoLMc+gdurUqcYGvN26dfPfft5554V87IUXXljjeumxv/zyCzVv3lzxsRx4fJEUFRWJr8WlaEuujbSEd2b1uJyq7+tVcd9KlyvMc7lD/F7l60td5f59t/QGsW+8uFcT66FiPDiug2NZHsOe8nLZ9VXfe8srTv0ud9X3nup1Rp7yqgoZb/XXsopK8RVxbz0eZ5lh4l4p5oPjXR7r8jivqI7x8opKcnl85PT4yOWtujDEvtXo65gf/nif4d96Rynug2NeivcasV5J5K4kKvcRVVQPcRIe974K8lWqux87efJkwNU2m01ctNCqVSsqKCgQM6/Hjh2jOXPmRKwy5WSVk1bGlaZ79+4VVaY33HADZWRk0I8//kibNm2iV199VZPXaBo+HWvfvr1vwIABNa7/448/+NPge/rpp0M+Nisry3fPPffUuH7Dhg3isYsXLw752EmTJon74IL3IJExsHPnTp/eIPYR84k+7iHuEWNW/duK2E/9vwEu5ol7p9Ppa9KkSVSvJS8vr8Z1PO5JhKNHj4b9/Xfeead4PRUVFQHXc37Cj1u/fr34+YUXXvA5HA5f/fr1xcVms/lycnJ8I0aM8FmZrmdgGZ/FiOW2eB4rTdVLCgsLxVmVffv2aT59z+UCGzdu1Pwx4e4T6jal6yNdJ/+ez2q1aNGC9u/fT7Vq1SIrv0/hfuYZ/ZYtW1K9evVIbxD70f+bJjLulZ7XqLGPuE/sv2cq/k3NdswPdXu8fxsR++b7O2622DfiMZ/XjO7evZvKZdVBkfBscPD4X6vZ10RVmd5555103XXX+W/n/KR169b06KOPkpXpOoGtX7++qCcPduLECfE13IcinseGKifg5FXrAxWXB0T7O9U8Jtx9Qt2mdH2k65Ru55+t/j5F+pnxXl56g9iP/d80EXGv9DxGj33EfWL+PVP5b2qWY36o27X624jYN9exzEyxb9RjPiexfDEizlHatGlT43opP5FyGO4FxBcJbwtaq1YtkedYmf5G0DJdu3al7du3k8cTuHfTli1bxNcuXbqEfax0v2gfm0z3339/Qh4T7j6hblO6PtJ1sbx+K7xPkX4G/Juqhdg3l0T9e5rteJaKuA91u57/NhoJjmV4n4zkq6++ErO1ai4//fRTTM8RS6XovHnzaMKECWR1aVxHTDrFHbmuvPJK0VKaFzNLBg4cSD///LMo6eUzPUpmz55N9913H3333XfUq1cvcR0nwtyims9k8PVqcakIz75yOUQiZljMAu+T+d4nI73WVMF7ZL73yUivNZXwPpnvfTLSa00lvE/mf48OHTpEy5cvV3Vf7iYcXNnJTZx4Kx3uMKy0lQ7vksLbgfLOKHLcZJYn2Xjf17vvvjvO/wvz0nUJMSeqvH/r6NGjxQehXbt29M4779DKlStp4cKF/uR11KhRog31zp07xVpVdscdd9Arr7wituCZMWMGNWrUSOwn+9tvv9GaNWuiLqvkAExVnbxR4H0y3/tkpNeaKniPzPc+Gem1phLeJ/O9T0Z6ramE98n871HTpk3F+tNE4UpRzml4ck2+DlZvlaJ6pesZWGmT3/Hjx9OSJUvE+tWOHTuKRjM33nij/z633XabSGB5MTcvbJYcOXJEbCj86aefUllZmZh9nTZtGl122WUp+r8BAAAAAAAzizQDG0+VKRgggQUAAAAAANA7TkxLS0upuLhYVINyJej1118vbuOElZswSS6//HL6z3/+Q//85z/9VaZvvPGGqDK9+eabU/h/oX9IYAEAAAAAAOLElaB79+5VvC24UlRNlSkoQwILAAAAAAAAhqDrbXQAAAAAAAAAJEhgAQAAAAAAwBCQwCaI2+2m22+/nVq0aCH2v+rduzdt2LAhUU9naLxn71lnnUVZWVmKndqs6OjRo3TVVVdRbm4unXHGGbR69WoyCsS+eoj9QIh7a0Dc14TYtwbEvnniHlILCWyC8L5Op59+Oq1fv54KCwvFXrZXX3212M4Hau61NWXKFBoyZAjemmr3338/NWnSRBzcn3vuOdHB7vjx44Z4fxD76iH2AyHurQFxXxNi3xoQ++aJe0gtNHFKonr16tGXX35J3bt3T+bTGgZvGH3aaadZfhaWu9JxrOzcuVPM4LNLLrmEbr31VtGS3YgQ++Eh9qu6MSLurQVxXwWxbz2IfXPGPSSP6WdgeR+mcePGib2WeEPhtLS0kAkSf5geeughatasGdntdurRo4fYYFgLv/76KzmdTmrbti3pkV7eJyPS+r3bsWMH5eXl+Q/orGvXrvTLL7+k9HXFCrFvToj78BD35oXYDw+xb056jXuwJtMnsFyK8Prrr4t1eZFKVIcNG0bz58+nSZMmiY2Ie/bsSTfddBMtXrw4rtfAZcMjRoygCRMmiA+rHunhfTIqrd87PvDzumk5/pmvT+XrigVi37wQ96Eh7s0NsR8aYt+89Br3YFE+k6usrBQXdvToUR//L0+aNKnG/ZYvXy5uW7x4ccD1/fv39zVr1szn8Xj811166aU+m82meJkwYULA48vLy31XXXWV79Zbb/W/Dj1K9fvERo0apficeqf1e7dp0yZf3bp1A+7zt7/9zTdmzJiUvi6G2EfsI+5xzNfi+MBwzMcxPxVS/bfRqLGv17EOWJPpZ2C5xIEvkSxbtkzMjg4fPjzgeu4k/Mcff9D333/vv27t2rXkcrkUL9OmTfPfr7KyUtTyZ2Rk0JtvvqnqdVjxfTI6rd+79u3bizOQBw4c8N9n69at9Je//CWlr4sh9hH7iYovxH1y4Zivn/cOsZ9ciH1zxT1Yk+kTWLX4Q9OpUyfKzMwMuL5bt27+26N1zz330KFDh+i9996r8XuNKhHvE3et5aTW6/UGfG82at87PvBfc801Ym0Jr5v+9NNP6aeffhJdrFP5uqKB2FfHCrGPuDc2HPMT/97hmK9PiH1zxT2YCxJYWW0/d0MLJl0XbVvvvXv30pw5c8SZpgYNGogPKl/WrVtHRqb1+8SmT59ODoeD5s2bR0899ZT4/u233yaziea9mzVrljhTWb9+fXr44YfFSRCOo1S/LjUQ++pZIfYR9zjmWzHuGWIfsW/F2Ndr3IO5mGNaUCPhSiOiLf9t1aoVry8mM9LyfWJ89i1UJzurvnfc4W/FihVJelWI/VS8T1aKfcS9sSHuE//e4ZivT4h9c8U9mAdmYKvx2R+lmaYTJ06Ir0pnk6wI75P53ju9vi69wftkrvdNr69Lb/A+me+90+vr0hu8T3jfQL+QwMr2ntq+fbtYhya3ZcsW8bVLly7J/9fRIbxP5nvv9Pq69Abvk7neN72+Lr3B+2S+906vr0tv8D7hfQP9QgJbbejQoaIb2gcffBDwBvE+VrwRc69evVLx76M7eJ/M997p9XXpDd4nc71ven1deoP3yXzvnV5fl97gfcL7BvpliTWwvIlyaWkpFRcXi5+3bdtG77//vvj+yiuvpJycHBo4cCD179+fRo8eTSdPnqR27drRO++8QytXrqSFCxeKrXDMDu+T+d47vb4uvcH7ZK73Ta+vS2/wPpnvvdPr69IbvE9438DgfBbQqlUrsamy0mX37t3++xUXF/v+/ve/+5o0aeLLzs72devWzffOO+/4rALvk/neO72+Lr3B+2Su902vr0tv8D6Z773T6+vSG7xPeN/A2NL4P6lOogEAAAAAAAAiwRpYAAAAAAAAMAQksAAAAAAAAGAISGABAAAAAADAEJDAAgAAAAAAgCEggQUAAAAAAABDQAILAAAAAAAAhoAEFgAAAAAAAAwBCSwAAAAAAAAYAhJYnZk3bx6lpaWFvHz11Vekd08//TR99NFHMf1/79mzJ6rHTZ48WTxObtasWeL3gbEg9hH7VoXYR+xbEeIecQ8QqzSfz+eL+dGQkAP67bffTnPnzqWOHTvWuL1z585Uq1YtXb/zeXl5dN1110WVRB49epR27txJZ555JtlsNtWPO3DggLj07t3bf12XLl2oQYMGhkj24RTEPmLfqhD7iH0rQtwj7gFilRnzIyGhOAk755xzTP8uO51Ostvt1LBhQ3GJ1mmnnSYuYB6IfXUQ++aD2FcHsW8uiHt1EPcAp6CE2KAqKyvp5Zdfph49epDD4aA6deqIWch///vfAfdbvHgx9enTR8yK8oXv/+abbwbcZ82aNdSvXz8xs5uTk0Pnn38+rV27VrFU95dffqGbbrqJateuTY0bN6Y77riDioqK/Pfj+5SWltL8+fP9Zc+XXHJJQLnQ559/Lh7HCSs/n9vtDllCvHLlSvHa+Pn4vp06daJnnnmmxuuStG7dWrzGr7/+2v/8fF1JSYl4j+65554a7yU/Z0ZGBv3P//xPzP8ekDyI/SqIfetB7FdB7FsL4r4K4h7gFCSwOuX1esnj8QRc+DrJbbfdRg8++CD17NmT3nvvPXr33Xfp6quvDkgAJ06cSDfffDM1a9ZMJIjLli2jkSNH0t69e/33WbhwIV1++eUieeWkc8mSJVSvXj0aMGBAjSSWXXvttXTGGWfQBx98QI899phIkB9++GH/7d9++61IqK+88krxPV94TaocJ69ZWVn09ttv0/vvvy++V8KJNv8e/uP16quv0ieffEJ///vfRclwKPz/2KZNG1GKLD0/X8fJOz/vokWLAhJuxq8vOztb3A6ph9hH7FsVYh+xb0WIe8Q9QNR4DSzox9y5c3lNsuIlIyND3Oebb74RP48fPz7k79m1a5e4/8033xzyPqWlpb569er5Bg8eHHC91+v1de/e3Xfuuef6r5s0aZJ4zmeffTbgvvfdd5/Pbrf7Kisr/dfl5ub6Ro4cGfL/7dZbbw152+7du8XPxcXFvlq1avkuuOCCgN8dTHpdcn/5y198F198cY377ty505eenu574YUX/Nc5nU5f/fr1fbfffnvI54DkQOwj9q0KsY/YtyLEPeIeIFZYA6tTCxYsEOWyclKp7GeffSa+3n///SEfv3r1anFWM9x9NmzYQCdOnBCzsjzDK3fFFVfQs88+K8qBc3Nz/dfzLK9ct27dyOVy0Z9//ilKitXgWdxI+LWdPHmS7rvvvhpdhmPFM7ODBg0SM648e82/l2eQjx8/Tn/72980eQ6IH2IfsW9ViH3EvhUh7hH3ANFCAqtTnLyGauLEHXt5zWaTJk1CPp7vw8I1ODpy5Ij4yh2DQ+EEV57A1q9fP+B2qWMwN2NSq2nTphHvo+b1x4ITV15Tywk+l06/8sorYo3wWWedpenzQOwQ+4h9q0LsI/atCHGPuAeIFhJYA+LmRzy7evjw4ZDJoNTRl9eLtmjRQvE+vNUM42ZQ8m1o5NTOqkZDzYyq/PVr6dJLLxUdD2fOnCnWxW7atEmsAwZjQOzHDrFvbIj92CH2jQtxHzvEPZgZmjgZ0MCBA8XX2bNnh7wPzy7yLG24+3C3Ye7Mu23bNjHbq3Th5kbR4lnZaGZklZx33nmi8zA3b4p2q+JIz8+NoJYvX06PP/64SNCHDx8e12uF5EHsh4fYNy/EfniIfXNC3IeHuAerwgysTm3durXGulTWtm1buvDCC2nEiBE0ffp0UQbM6zr5ILZ582ax1cwDDzwgto554oknaNq0aSKZk7a+4WT12LFjNGXKFDEDybOvvAaWS4W5lLhRo0aifPe///2v+BouAQ6la9eu9NVXX4muwTxDnJ+fTx06dIjqd/Bre/755+nOO++kyy67jO666y6RbP7+++/itfEMarjn567M3J2Z173yPrN8neSWW24Ryes333xDEyZMiClJh8RB7CP2rQqxj9i3IsQ94h4gajG3f4Kkd+XjyxtvvOHvFMzddLt06eLLzs721a5d29enTx/fJ598EvD7FixY4OvZs6foFJyXl+c788wzxXPIff31176rrrpKdCTOysryNW/eXPy8dOnSGt1+jx49GrZ7MPvpp598559/vi8nJ0fcJnUElu67cePGkP/f8t/DVqxYIR7PnY3593Xu3Nn3z3/+s8brktuzZ4/v8ssv9+Xn54vbWrVqVeP5brvtNl9mZqbvwIEDEf5FIFkQ+4h9q0LsI/atCHGPuAeIVRr/J/q0F8C4ysvLxQz1BRdcIPa9BbAKxD5YFWIfrAhxD2aFEmKwDC6J/u2332ju3Lmi9Pqxxx5L9UsCSArEPlgVYh+sCHEPZocEFiyDGzfdfvvtYl0u7wWLrXPAKhD7YFWIfbAixD2YHUqIAQAAAAAAwBCwjQ4AAAAAAAAYAhJYAAAAAAAAMAQksAAAAAAAAGAISGABAAAAAADAEJDAAgAAAAAAgCEggQUAAAAAAABDQAILAAAAAAAAhoAEFgAAAAAAAMgI/j8/czbDJ4gYKgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "truncation_level_plots(target_obliquity=0., target_viscosity=1.e22, target_shear=50.e9,\n", " target_rheo='Sundberg-Cooper',\n", " target_k2=0.33, target_q=100., \n", " orbital_period=6.,\n", " host_spin_period=3., host_k2=0.33, host_q=10., host_obliquity=0.,\n", " order_l_cases=(2, 2, 2, 2),\n", " eccentricity_trunc_cases=(2, 6, 10, 20), \n", " zpoints=np.linspace(-4, 4, 60), zticks=(-4, -2, 0, 2, 4),\n", " ztick_names=('$-10^{4}$', '$-10^{2}$', '$0$', '$10^{2}$', '$10^{4}$'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Different Viscoelastic Properties" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Case 4 completed." ] }, { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\joepr\\AppData\\Local\\Temp\\ipykernel_12192\\918181683.py:153: UserWarning: Adding colorbar to a different Figure
than
which fig.colorbar is called on.\n", " cb = plt.colorbar(cb_data, pad=0.03, cax=colorbar_ax, ticks=zticks)\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAA7AAAAGGCAYAAABCAW1bAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjgsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvwVt1zgAAAAlwSFlzAAAPYQAAD2EBqD+naQAAkopJREFUeJzt3Qd0VNXWB/CdOjMphCYQkCJFihQLKNgQURAFBRSxUFRsyLPxFEWQrqLP8qEUUZQioICKPgVRQFAe2J6g0vQhvYaWnikp8619wh3uTKbc6bf8f2uNJDOTZJxsLmefs88+CU6n00kAAAAAAAAAKpcY7xcAAAAAAAAAoAQSWAAAAAAAANAEJLAAAAAAAACgCUhgAQAAAAAAQBOQwAIAAAAAAIAmIIEFAAAAAAAATUACCwAAAAAAAJqABBYAAAAAAAA0AQksAAAAAAAAaAISWAAAAAAAANAEJLAAAAAAAACgCUhgIS5eeukl6tSpE1WrVo3OOecc6tOnD23btg2/DTCEo0eP0tChQ0Xsm81matOmDX333XfxflkAEfP999/TzTffTA0aNKCEhASaN2+e1+fNnDmTzjvvPPH34JJLLqENGzbgtwCGGN8g9gFChwQW4mL9+vX0yCOP0KZNm+jbb7+l5ORkuu666+j06dP4jYCu5eXl0RVXXEFOp5NWrFhBO3fupLfeeovq1KkT75cGEDFFRUXUtm1bmjZtGlksFq/PWbJkCT3++OP03HPP0ZYtW8Tfi169etGBAwfwmwBdj28Q+wBhcgIEYfDgwc46deo4i4qKIvq+FRYWOhMTE53//ve/3e7/73//6+QwnTNnDn5PoIvYHz16tPPyyy8P+DzEPujlGp+enu6cO3dulfsvvfRS5/333+92X/PmzZ3PPvus2334uwB6G98g9gHCgxVYA6uoqKB169bR4cOHXffl5+fT8ePHvT7/v//9Ly1cuFDMlqenp0f0tRQWForXU6NGDbf7uaSsX79+NHbsWDGjD6D12P/ss8/osssuo4EDB4pV1wsvvJCmT58uVmTlEPugp2u8J4fDQb/++iv16NHD7X7+nFeu5PB3AfQ0vkHsA4QPCaxB/fzzz3TVVVfRrl27xB6N5cuXi4F09erVqW7dutSuXTvaunWr29fwhZ0ff/jhhyP+eriMjH9+ly5dqjw2evRoOnbsGL355psR/7lgPPGO/T179oi9T02bNqWvv/5axP6zzz5LM2bMqPJcxD5oNc4DOXnyJJWXl4vXIsef8/XeE/4ugF7GN4h9gAgIcwUXNGjZsmXOatWqOf/zn/+IzydOnOgcNGiQ8+DBg85Dhw45b731VlG2y6VcpaWl4jl//fWXMyEhwfnII49E/PX885//dGZnZzt3797t8zlt2rRxNmrUyFlWVhbxnw/GoYbYT0lJcXbp0qVKWXGrVq28Ph+xD1qM80AlxIcPHxav4fvvv3e7f8KECc6WLVt6/T74uwB6GN8g9gHChwTWYPiizgPoF198UXy+ceNGZ+PGjV0XclZcXOysV6+euMh/8skn4r5nnnlGfP7dd98F/MejZ8+ezlq1aomfw/9IvPDCCz4TzyeffFL8rJ07d/r9vvyPEP/8VatWhfB/DaCe2OeJmGHDhrndt2DBAmdaWhpiH3QT54ESWLvd7kxKSnIuXbrU7X5OIq6++mqv3wf/DoAexjeIfYDwoYTYQHjfBR/dUatWLRo5cqS4b+nSpZSZmUmbN2+mRYsWifvS0tLEHj0mldmsXr1adNLj1vDelJWV0a233koDBgyg3bt302233UbDhw8XxyeMGTOG7r///ipf89hjj4mfyV36WrVq5fe1X3755eLPb775Jsx3AYxITbHPnVb/+usvt/v+97//UePGjb1+f8Q+aDHOA0lNTRV7W/nnyvHnUsx7wt8F0MP4BrEPEAERSIJBI95//30xyzhmzBjXfU899ZS4j2933XWX6/4BAwaI+7icizvycQe99u3b+/zeDz/8sHg+z2TKZzt5prFz587iMfks5PDhw52ZmZnOtWvXOo8ePeq6cbc+b/Ly8sT36NixYwTeCTAaNcX+zz//7ExOTnZOmTLFuWvXLrECxSVv06dP9/r9EfugxTjna/mWLVvEzWKxiNVT/nj//v2u53z00UdiJevdd9917tixw/n444+L1dp9+/bh7wLoenyD2AcIDxJYA7nqqqvEhfbHH3903ff333+LvXdc1vj777+77u/atat47sKFC8X+EP74+uuv9/p9+fvx/pG+fft6fXz27Nni67lMUiL9o+J5Gz9+vM/XbzabnXXr1g3x/x6MTE2xz7788ksxYDKZTM4WLVo4p02b5qyoqPD5+hH7oLU4X7dunddr/NChQ92+dsaMGaLMMzU11XnxxRcHLOPE3wXQy/gGsQ8QuuRIrOKC+hUXF9OPP/5IiYmJ1L59e9f9zZo1o507d7o9l9u986HyKSkp4lB5qdzR84gbyVtvvSWOAOHW8xMmTKjyuFSmIz8mxPPIECVq1qxJOTk5QX8dGJvaYp/ddNNN4qYUYh+0FufXXHONouv8I488Im5K4e8C6GV8g9gHCB0SWIPYv38/lZaWin/8LRaL3+euXbuWCgoK6M4773R7vs1m8/p8aV+qtMfEl0aNGlE4rFZrwNcO4AmxD0aghzhXAv8OgCfEPoDxoImTQeTl5SmeGXzttdfIZDLRlClTxOd16tQRf546darKc3nAc+LECbr66qvF9/Z34xn5UPGsKf8/SK8FQCnEPhiB1uNcCfw7AN4g9gGMBwmsQXBnPpabm0v5+fk+n7dgwQL6+uuvRdlM06ZNxX3Z2dniMHDPzqnywRIfzB1N/LP5Z/Fh4ADBQOyDEWg9zpXAvwPgDWIfwHiQwBpEy5YtqXnz5uLjDz74wOtzVq5cSQ8++KCYlX/ggQdc93OreJ595wHM33//7fY1XHrGe0527NhBn376qdfBz3/+8x8qLy8P6/Xz/hbWrVu3sL4PGA9iH4xA63GuBP4dAG8Q+wAGFEYDKNAY7grJHRxr1Kjh/Oabb1z3c3v3kSNHOhs0aCAO6vZm8eLFoouet6M+vv76a3EsCD9+3XXXie/1xBNPiFb15513nrNhw4Zhv/Y77rhDHHp/4MCBsL8XGA9iH4xAy3GuBP4dAF8Q+wDGksD/iXcSDbGzfft2euGFF0QTDz7Q+9xzzxV/3nzzzeIQ8IyMDJ+HhHODjsaNG9NPP/1U5fFffvmFXn75ZTETz/uosrKyRFkaHzx/++23U/fu3UN+zVwOV69ePerZsyd99tlnIX8fMDbEPhiBFuNcCfw7AIEg9gEMJN4ZNGjHiy++KGbgN2/eHNOf++abb4qf+/3338f05wJIEPtgBPGKcyXw7wBEE2IfQFuwAguKcTdK3mvC+6G++OKLmLxzfGQCn+XGs/wff/xxTH4mgCfEPhhBPOJcCfw7ANGG2AfQFjRxAsXMZrNoDtKxY0dxcHgs7Nu3TzQdefXVV2Py8wC8QeyDEcQjzpXAvwMQbYh9iKUffviBEhMTXUeZQfBUvQL722+/0ZgxY2jr1q3iHDruhsizwyNGjKBBgwYF/Prjx4/TqFGj6Msvv6SSkhLq0KGDCJZo79UBAAAAAADwPM+6S5cuovt77969aezYsXiDQpBMKj+cumHDhnTnnXdSgwYNxIzwokWLaPDgwWJG1t8v3W63i0SVv8e0adPEQe0zZsygG264gdasWUNdu3aN6f8LAAAAAAAY1+zZs+mKK66g06dPx/ulaJqqV2B96dy5Mx05coQOHDjg8zkzZ84UK7WbNm0SMx2srKxMrMJyF0ZvXRYBAAAAAMDYCgsLafLkyaIadMuWLeKc7PHjx9OECROqPLeoqEgsqi1dulQkpq1ataJnn32W7rjjDrfncQd3Tl45B3n88cfF2d1YgTXQHtjatWtTcrL/xePly5eLcmMpeWX8NVx6/PPPP9Phw4dj8EoBAAAAAEBLONl85513REVn3759/T63f//+NH/+fJHgfvXVV9SpUydRPbp48WK3540ePZpGjhwpjiEDHZcQy+vF+Zabm0vLli2jr7/+mqZPn+73a7Zt20ZXXXVVlfu5u6J0XhiXJXvDwco3+c/nGZVatWqJmnWAcHDRA8/s1a9fX2ziVxPEPkQL4h6MCrEPRhSLuOfu0XyGdTCvyXMcbzKZxM0Tn4nNeQc/n1df58yZ4/V7rly5klavXi2SVU5aWbdu3Wj//v309NNP08CBAykpKYl+/fVX2rx5M7399ttB/3+CF04NeOihh8TZdHxLTU11zpw5M+DXpKSkiK/ztGnTJvF9Fi9e7PNrx48f7/p5uOE9iFYMHDx40Kk2iH3Ee7SveYh7xJhR/11F7Mf/d4CbfuLearU6LUG+loyMjCr38bgnkBMnTvh87v333y++b2lpqdv9nGfw12zcuFF8/sYbbzgtFouzVq1a4mYymZxpaWnOwYMHR/BdMQ5N7IHlva7cUZhvfDYdL+m//PLL9NRTT/n8mtTUVBo2bBjNmjWrSutqPlP0ww8/rFKb7msVKj8/nxo1akQtRkyjJJMlgv9n2ldiK43bz7bag//ZNqv/mTqHo9zv4+U+fmaFr/ehtKzKXc4yOzn/87poMKa2MhLEvnpjX2m8+4txb/HtGdNusewZv7Kvd0pf55A9R/rYXvU+p7WEKHcJ4l7j4nHND+ZaH+ga743ZkkoWUwrd370ddftrHp3a9iOdOnyYSorslJdfTiV2Ikcpkd1BZHMkiD8dpZWrOO/kHQ/4/QsKCkRDSlzztU3NsR9K3HvGf7PsGjS26CMqPPg3FZ86SadPFpDNXk6n80OL/2jHPX9//r79E0yUouD5/E5+6rTTwYMHqVq1agFXYOV4Bfacc87xugeWtyqWl5eL7YlyXOnZtm1b0bSJj4PkfbL8Xki4lLhJkyb0zDPPiApP0GEJMSePfGM33nijq4586NChIqC84WDg+nVPUtevmjVr+vx5voKZk9ckU1rI/x96lOh0xPFnBx++CeVJ/h93lvl/vCIpuO/r4/vxrJEay9ER+8oU2xyUaEpWZbz7i3Fv8e0Z025fn+KRoFbIPi47UxKWJHu+9LG8XOzMx87Eyq9F3GtbPK75wVzrA13jvX7/1FRKNKXQCTtR9azqZEtNImtyAjmTE8iWlEAViUQJHMaJRBUJCeTkS/eZ67d8IBzwteGar1nxuOZH6rqvNP6TzWmUUZpCFRz/ZQ6yJCdQQlkCmcOM/2jHPf8zlarkZ5xZr+PXHMzf20A412jatGmV+6U8Q8pFuIEs3yRpaWnidSB5DY26NuApdOmll4qOwnv27PH5nHbt2onzYz1J9/GsCAAAhCnVywDLrGQ+HLQ4iNezIlsppWWfJz42W8zxfjlgcNYYr/hmWFKp3G71eA0xfQma5S9J9/XYvHnz0IHYaAnsunXrxIZwbzMekn79+tGff/7pdlwOJ70LFy6kyy67TGwqB2MNZqxhlNgAaDXuAUCZvBI7mWrUdbsPeSxogcWSGvb3qJ5WWXnoKC6KwCsyjnAqPkGnJcRcM87L67ziWrduXVGDzl2IlyxZIjp7SeXDvNeV21fv3r1bdA1j9913H82YMYMGDBhAU6dOpTp16oizYf/66y9as2ZNnP/PAAB0uhorLzmWSTAli9J5ALUqsjrIVKNOUF8zJMlCC8rdV61AX4wwaZluDj8BjpfUFCelKqlS5hLiKPwqueKT++rwIpn8iE9UfBp4BZY3RvOm6BEjRtB1111H999/Px07dow++OADeuWVV1zP483TfJP3o+K9fGvXrhWtrB999FHq06cPHT16VJzP1LVr1zj9H+mHES7oABClEmPQHKNc85MsmVWaNaahmhgMsHKbXT2dyqzFcX09WsQVn9yg6ZNPPnG7nxfWuNqTqz4h8lQ9srj33nvFLRCuI+ebJ1615QACAIgEowziI4L3wcaxSzlAJJlS3FrwiT+lTqygX0a65jesebbBEFTiRa/i4mJxni3bsWMHffzxx66mstyIqVevXnT99dfT8OHDRWfk5s2bixXZVatWiW2LfAYsGCyBBXUy0gUdALyXCCeYU8gpJah+SodB+4xyzecmTmRKj/fLAIgpy5mme50a16YSvPduOCndv3+/63Pexsg3tnfvXnEMDvv0009pzJgxNG7cOLH3tVWrVn6P64TwIYEFAFDAKIP4RHOK73ONlfCWzPJ9Bnn/QD/SM0xkswUe0mMfrD4Z5ZovaZz/J+2M94tQmX379il6Hh+PM23aNHGD2FD1HlhQH6Nd0AEML5w9rDhOR/Pifc2P9VEiFSmVG15TLe77YAH0rFqaiey5x6nM4xgdLTClKr8ZWWJioihn9nbj5lO1a9emG264QZz0ogVIYEGTYj2oYeV27OczqngP4nUBzZxAI5I9mjj5634K+mTEa749N8ftc5utPG6vBSJv3Lhx4qQWPtZn6NChNGrUKBo8eLD4vFGjRjRo0CA6dOiQ2M+7evVq1f8KUEIMihnxgg4AvvncByv/GM2cNAvXfCKzOYmsHgN5i6mykZNd9k8iyogBQM1q1qxJ9erVE8f7pKef3evPHZQ5aW3QoAH99ttv4uMXXnhB/KlmWIEFADDwID7pbHtVZbCSCjpmT6x6Zo5FdpfRyxCNQO/XfF/KbThCR8/efPNNeuqpp9ySV2n/Lt8/c+ZMUUr88MMP0+bNm0ntkMCCIka9oAMYtWQ+JPLkVv4x9sJqDq75VOUsWG9zPfIyYl6F9cT3PVi9TjR+RQAROwM2w5xCZdYi8bHDqr19sBAYlwenpHifsObE9dixY+Lj7OxsKi1V/5gDJcQAAD5gEE8Bj8lxKyP293Um/HMD+sKrsfIyYl9JbNNzK4gOxu51Qehwzdcec6qTTAqW4xIrjL1nvWXLlqJLMp9bywmrpKysTNzPj7OjR4/SOeecQ2qHEQUEhAs6GJGR4z7gUTr+zn31fAxnxGqOkWOfJVsqS+zMFjMVF9m9Pof3wVrtCa5VWEdp5ceexGMvrSIa1D2KrxggfOUKjowC7Zo0aRLdeuut1Lx5c+rbty/VrVuXcnJy6LPPPqPDhw/TJ598Ip7HDZy6dOlCaocEFvwy+kAGAAKrsgrrLYm1ek8EQF2Mds2Xl1HKpaZn+CyllK+8Sh97JrH8+UWtnNT1wX9Q+8kfR+fFQ0QZLfYl6eZUyjjz96Bcg8fogDK33HILffnll6Ib8VtvvUVOp5MSEhKoY8eONHv2bOrZs6d43pw5c0gLkMACABhkIJNqSiaHvSzEL/a/suo1iWXyzsQAOiRPYiXVM52UNG0zXThuCeX9PJ6ysmbF9TWCMa/5AHJ8zivfSkpKKDc3l2rUqEFpaWmkRRhRgE+4oIMRIe5D53U/rJS4luNMQbVD7BOVVLiXAqdnmMgmK63kRk7SkeDyMmJ5d2K+/4beLemGcUuoYueRGP32AIJnOdNgr3qaicryUEJsFMXFxVReXk4nT550u5/Pg9UKJLDgFQYyAMbBR+mUS6Nypftgfexv5STWq7IKMnYLDXXDNd8/6SidEpv7qmvlmbBcIZ/g+vi8BkQzO75MzjWfU8XxOVRQUBDV3x2EB7Ff2YXY7T3xsfdbjfjvopImTlRBhlZYWEhPPvkkffjhh2SznbmQeeCkViuQwAIAnIGBTADeGjJ5lgp7+xoiSqmTRtoZEgGcZTYnkc3mf2AnJa/V0omufWwUPfbaN+QMtVwfYgbX/EqZ5lQqt+IcWD174oknaPHixTRs2DBq3749mUwm0jIksFAFLuhgRIh7hXx1Ffa1xzU1mVKy0mjT+D508cejw/kVQZQg9t0lmaoehSMnlRHLy4al+weMG0UD/m5FVLBBrL4CqPHsb8/mZV2a1aXy31BCrGcrVqygqVOn0uOPP056gAQWNDeQifaFHYxHC3EfDz7LiAMdo3Pma7k0edmzfalV7TT6e1L/KL9aCAViP3LSzESPn+5IOz9fj9VXDUDsV6qWZhLX6NNx/n1AdNlsNmrXrp1u3mYlVeNgELiYx4hDO3sMAHziRNXb7UzyaqlmoQf6XELpMwfSf4e0pG0bf8abqTK45oeWpEqrrRL+mG9t2jegb9dtJ8Ikq+oh9t3VKs3FETo6d+ONN9KGDRtIL7ACC4a4mFut+v7/g9DpPfbDaeSkuJnTmedJ3+eqi8+jxddXp0PfLqY///4fnTpZQqfzo/KyIUSI+/DJk1hObM+74W5yzi4U1QkoH1YvxL4Xdu3uf03lCSQFy3FOgzdxGjt2LN12222UmZlJffr0oVq1alV5Ts2aNUkrkMACLuZgWHocyPDepkhP2EjJqbdEVp648jmzQ3t0oMe6tqSfn+hMRw8co9y8ctG51YHKf9XQY9zHqhOx1UvzTk5ea1RPojHWy4mKvonHSwOFEPvelVsLqcxaTI7iIsSSTrVt21b8+fTTT4ubN+hCDJqBizkYlVFjn5NMh4/uqL5WYT2TVW9fx9937B1XUO/Dn9KJN6eK5JU7t3Lyyt+SjxyB+DNq3CtpZMPSEp2uvYCpFgvZvGSsnLBKx+nwx5zYtrmmGz302S/iPnQfVifEvm/lNu2uwIIy48aNo4QE93OutQwrsAaGi7k7X4N60B/EfmRIiSsnAnMe7kHnrn2Z9v7wtSt5PZV3Nnm1OfTzD6dWGSHuI1GBUG63Kt4LKx2z859uU8i5bin2v6qUEWI/1IkbzzNgQZ8mTJhAeoIE1qBwMQcjQtwHFmgVVnoOk5LXyy9oSLUWj6Aje3ZSwelckbx6K7WE+EHsR+csWF59Tc8w0ZKtB8L8CRAtiH3f0s2VySyXD0u8VR2oWZqJyJwU+HmJ6J+pK0hgDQgXczAixH34SayUuMqT1xWjbqEaW5bRn99VJq/csInHP/LSYas9gewOZ4R+k2CU2I/VkWkWc4oYyCtZifK2D7ZazRr0x56cyqOl0MBJVbQa+7GKe9C3AwcOUHZ2NqWkpIiPA2nUqBFpBRJYA8GFPDqUdGiF+ELsB0+erHqSktf2TetS0vIJtOePjSJ5LS6ye01eIX4Q+8ExVShffeJklrXo9xCdXHgyyJ8E0YS4Vy7Dkkpl1lNUpqB0HrTlvPPOox9++IEuvfRSatKkScA9sGjiBKqDizkYEeI++EZOgciT1yU3N6TfXt9MRSdPiOTVW4kl40TWUYpENpYQ+9EjJa5SaXFBl3uI3p9duQILcWfU2I9GB3rQtvfff5+aNWsmPp47dy7pCVZgdc6oF3IAxH5kceIqDZJqV0+nmXd1od8m9aH8wwfEnilp3ytWX+MLcR96B2KWWBr8/r8ingxC8hp3iP3Q4r56monKbSVR+Z1AfA0dOtRtNfbiiy+mjIyMKs8rKiqizZs3k5YoOPoXtHohx8UcjAixH/3kdcbQa+j07EfIevqESF559dUXrL7GDq754ZdSeja0YdykyRd+rDBA0zOILlzzw8N7v7V8jI75zFFWgW78PCPr1q0b7dixw+tjf/31l3hcS7ACqzMYwIBR6TX2o9XIRmkZsTx55aYf5zeoSRmfjKbcA/8jh9XqKh3G6mv86DX2Y02sROUdc33O8c38TdCwvBK8//GAuI+MhjUzyL77eIS+G6iV0+m7kWJpaSklJmprTRMJrE4Y5UIeq66UEYGSspgwSuzHOomVEld58npRs3o0/daL6a8JE8hRXOQ6bkFKXr2tvkJ0IO6jsxJlzz2bwCphtpipSPa5E+eJRx1iP3KqpZno0iZ1yP7riQh+V1CLgoICysvLc31+7NixKt2IrVYrzZ8/n+rVq0daggRWw3ARB6NC7EcviZUnrvLklY8ZebdfG/rf/90nSoflq68Sb52H0bwpchD30d3/mmlOpYI9f0Top0AkIfajF/cNMlMonzvQogux7rzxxhs0adIk8TF3IO7Xr5/P1dnnnnuOtAQJrMbgIg5GhLiPLs+k1XPAw8nrLZ2a0/FVc8iWd1Ikr/LVV288V1/fyTtOS7KyIvzK9Q+xH91urNJZmLwSJUop9+E4HLVA7MfmDNi0RCedtpe4lc2DPvTo0UM0beIEddSoUfToo49WOevVZDJRu3btqGvXrqQlSGBVDBdvMCrEvnqOU+CBDg/uH6lxgPas3yBWX8XvSLb6Ku88LIfV1+Ah9uMnw5RC5dZicR4ml8iHIsHHZBD4h7iP/bWfJyals4+1vPpqNiWROTnwMW3OMt4DqqFtaBHQpUsXcWPFxcX0wAMPUP369UkPcKVVCVy8wYgQ9+olLx0eclVrOrbxZbIXnHZbffVGXj4MviH21VNGKQ3kq6d5L7H0x9/fBfAOsa+e8mHe9w3GMH78eNITJLAxgIs1GBHiXh+Dnfo1M6jH6XV0OOeAa1XKW+dhOc+V2AXlVtFMwigQ+9rDA/lMXoE9U0oZjFASXz1C3GtTKGcfA8QbEtgglNhKKdGJtppgPIh94yWvvPqaXTOThlzZmk5+9UHA1Vc9lg8j7o1VRp9hSqazLcncyZuVyfFkTrYphShVX8MpxL6B2IurnH0M+rRr1y6aPXs27dy5U3QfluMmT2vXriWtUPWhP99++y3dd9991KpVK0pPT6cGDRrQLbfcQr/++mvAr503b574ZXi7cRtpAADwnbxyWSWvSl1+9Buyc+MmH6uvcigfBi2WUUqapCrbC8ixL5/HaZ+QE4mXBxCVOPcX9xkB/k6Afmzbto0uuugi+uKLL2jVqlWUm5srEtr169fT7t27/Z4Tq0aqnjKcNWsWnTp1ih5//HFq06YNnThxgl577TXq3Lkzff3113TttdcG/B5z584VCbBcrVq1oviqAQC0twLlOcjhxk3S6is3tWHeVl+VlA8DxJu3Qby8EysP5MsObhcf+0tivRUg7Fr0IqWccyU5ThZG6uUCxCTuq6eZyBHk2cdqk5ZhojQFTZwSRBMn45ZLP/fcc9SzZ09asmQJpaam0nvvvUcXX3wxrVixQiwWTpkyhbRE1QnsjBkzqE6dOm733XDDDdS8eXN68cUXFSWwbdu2pY4dO0bxVQIA6GeQI62+1quRLlZfD+edFAN6f8cr4OxXUPMkTqCVV56s4YF8wZ5fgiqlrExmy+nkzs3UrHk/2rnzsCglTqxzP1UcnxP+/wBAiALFvBT3XGXDcc9C7bwN2rB582aaOXMmJSZWFt9WVFSIP2+66SZ66qmnaPTo0fTdd9+RVqi6hNgzeWV8nhGvxh48eDAurwkAQM/JqzSw6X9JM8rd+bPrSBFeffVXPgygxYG81IGYB/L23OMhdRguOJ0rmp3pbR8s6F+b+jWrxD2TrvOgH7m5uVSzZk2RwKakpIjPJbzQxwmulqg6gfUmPz9fvMkXXHCBouf37t2bkpKSxC+tf//+ogYcAMAIAg3efR0pwoP5q3L/QyU5B/yuvqJ8GPQi05xK9rzKM46ZFPM8aSPxNqDn+/g5rRrUjM0LBYgA18SNKYXK7CWubSKgXw0aNKCTJ0+Kj7mS9fvvv3c99scff4gFQi3R3HThiBEjxGG8Y8aM8fu8evXqiefwftlq1arR1q1baerUqeLzjRs3UocOHXx+rd1uFzeJkY5/UDOrzVgHUMcDYt/AjT7kq6+dmlPu5lWu1Vd/9NB9GHFvPPJ9gKwhr6AShTSQ59WqZ7udTzPfXk1O/r6F2lm6QuwbGx8BVe5RNi+ftEGljX5ceeWVtGnTJurbty/dfffd4lzYo0ePiv2w3Ph20KBBpCWaSmCff/55WrRoEb311lt0ySWX+H0u75Xlm+Tqq68Wdd7t2rWjcePG0eeff+7za1966SWaOHFiRF87gBYg9o3RzMnXyqy0+npb9ZO068zqKwtUPqz17sOIe2PjmM+QnQHrOWnjeYSOPP7TzJWrsN8PakWU8TTRyUJKMGlnaIXYN65wzj5WE7PZROaUwAWlFaWVez6NasyYMXTkyBHx8TPPPCNOZOGcik9nuf322+nVV18lLdFMCTEnlNwh64UXXqB//OMfIX2PJk2aiBmIH3/80e/zeCMzlypLN+y31bZgzwI0MsS+Afa5+ulKyauv59bKpBO/rnE1swm1fFhLEPfQq5EppDdBSmZ5gmf6qFs0tw8WsW/sygM++xj0z2q1ioW8vLw88TlvrXzzzTfFSS9cVswrsFytqiXJWkleJ0yYIG7cBjocfM6R1IHLF5PJJG4AknLP0bpOIfb1S2kzm9b1a1Dhpp0hlQ9r9fgcxL1xiU6sllQq+n2tojNgfSWxFls5XfzVKKLU9prqRIzYN7as1AQ6IYt7pY3LQFssFotIYtPT00kvVL8CO3nyZJG4jh07VtRrh2Pv3r1i/yvvgwUAAI+zMM0pdF+7mmIg76t82B8t7n8F45ImbZjjTAOnQEmsrz2B/Hcjd89OSqhmIfJY5QJQI564SUt0Kop70L7u3bvTmjVrSC9UvQL72muvif2qvJeV9696lv5KieiwYcNo/vz5tHv3bmrcuLG477rrrhPL5e3bt3c1cXrllVdErTcnxQAAcHYgL5UPH181x2/5sN72v4LxeJZR8hmwfJSIvzNgvU3eSIU5ppTKvxd7/3eYUtpUI4fG9sGCcVkKDsf7JUCMPPfcc3TrrbeS2WwWp7JkZ2eLnEiOT2zRClVfYb/44gvx56pVq8TNWzkwKy8vFzfpc8bNmpYsWSI2JfOyOZ8pe+2114pGUOeff34M/y8AALQxkO9/SVOyr10WsBOrQSrqwSC48qAsL7hGNvK/A/wxJ7Gc5B6ZcDXVHrws8i8SIMITljxxU7D7N82/r6kWC6UqaOJUlmzsJk6XnGl+y1WtvhrVci6lFapOYNevX6/oebz5mG9yb7zxRpReFQCAPgfxXWon0O4zpZSB9r/qpYETGJvoxGquepSIVDofbEL79SPdKaHak+Q8WaiZfbBgzAnL7OrpVHJ0r9/KA4YJS30YN25clRVXLVN1AgsAALGZjef9UGUHt7vtf2XS/le9NnACkM6AlfjqvB0ID/RPnSyhnJVDqc71/6ep82DBoGfAHi0JO+5BGyZMmEB6ovomTgAAEP3Z+HNrZtDp7T+4zcbLO1KiOSXo1XUtzhFnYQYqnZf2f/s7QupUHomOxpRhxj5YUL0yjZ8BC8aFBBYAwOC4jPLWi5uSPf+k6z4lDZzk0IEYtDRxI688qH5ip8/ne6s+8Ja88p/iVkp05LtPKOncmpo7ExaMxVvpPOhffn4+ff3117Ro0SLKzc0lrUICCwAA1CIrWRwlouT8Vwk6EIMeFB/Z7Sqbj8Te79UfraHe17YVx+nwPlgANU5aZnDnMR1ISUun1PSMgDd+ntFNnjyZ6tevT7169aIhQ4aI40WlI3amTp1KWoIEFgDAYLytQvFxCkrOAkRDD9AT7sQqnQEbCdIq7LPH36OE2pkoIwZVbhlx7YFVUDoP+jBz5kzRfZiPHl2xYoXbyS29e/cW92kJElgAAIPj/a+O3GPiYxxoD0ZTZlW+6uqvGkGqSOAkdtX8L+jaPpcQVbNQVtN/ROBVAoSPJy0lmbIV2GAqD0Cbpk+fTiNHjqQ333yTevTo4fZYixYtaNeuXaQlSGABAAyuoZcGTiyYY0QAtLgKxaWUgXhrYCYvH5aX0kuJbEEx0ZTCD7AKC6ojVd20zSyL90uBGNqzZw/17NnT62OZmZmUl5enqd8HElgAAAMP4nkA3zq7hlsDJ3kHYqVNbCQ4Qgc0dwasrURM3kSyhJ6T2M/nfEE3396Fu+WE/2IBIsx5Yh8qbgwkKyuLcnJyvD62b98+qlOnDmkJEljQBKtN4agBAIIuJcuuZnHrRunZgdhzBcrfGbAAWop9rj4I5ygRz0ZmUjdilleYQE/+72Vat2xk6C8WIEoK9mzVxXubZLIovhlZ9+7d6ZVXXqHi4rP/1ickJFBZWRnNmjXL5+qsWqHHOwCAwUvJss1Eh84088BeKDBK7LNza6RH7CgR+cQOf2xKJfp88Q90TeEdEfn+AJFr4GSichuO0DGSSZMmUadOnahNmzbUr18/kbzyvtgtW7bQgQMHaOnSpaQlWIEFUCBJJ+3mwdh8DWQs9jyUkoHh8ORNl9ruK6ih8laVwPfxKuzXn/8RkZ8BEEn23ON4Qw2kefPmtHHjRmrdurXoSMxdiBcsWEC1a9emDRs2UKNGjUhLkMACABh8H2Du5tUBn1fipZENgJYnb1hi0SlxlEgkOUoTXDeWXxSZJBkgYmfAyv4+oPN8bNjtdrr33nupYcOGVK1aNercuTNt2rSJYqlNmza0atUqKiwspEOHDlFBQQF98803IqnVGpQQAwCofOAdzT3gvAewZHflYeYYyIDRSMdHyc/ClBqYBZrA8dz/Kr7fmaRV/rnj7HGLAKrY+81477dn53mIHt5ret5554lV0HPPPZc++OADuvnmm0X5blpaWlR+5oEDB/w+fuKE+xnYWlqFRQILAGCwFShpICN1YQ1lICMfvHsO2gG0gMvny6yn3O6TGpgFc4QUmpqB1ioP+LqvF8mpZko2BU5nkim+xwalp6fTuHHjXJ8PHTqUnnzySXH+aocOHaLyM5s0aSL2uipVXu7/1AE1QQILAGDgJjYZppSINbEB0KJgKw98JayeEznSkVJcprckKyv0FwgQ4es+V96U78R13x8us508eTL99ttvotHRyZMnafz48TRhwoQqzy0qKqKxY8eKRkinT5+mVq1a0bPPPkt33OG7gduff/5JVquVmjVrRtHy/vvvB5XAagkSWIBoSU0mcuCgcFC36mlVZ+K9lVAGcwYmgBaqD/hWZi10PYYO3GCU5mXcfRv8O3XqFL3zzjtidbRv3740Z84cn8/t378//fLLLzR16lQ6//zzafHixXTnnXdSRUUF3XXXXVWeX1JSQoMHDxZJb0ZGRtR+Fffccw/pFRJYAAADD2QurmMRR+h4CqaEEkCLuIyy3Oa7gZPNFno5nbT6CqBGvq77RsAVEXImk0ncPDVu3Jhyc3PFCiavvvpKYFeuXEmrV692Ja2sW7dutH//fnr66adp4MCBlJSU5Hp+aWkp3X777aKh0nPPPRfx/z+jQBdiAACD7oMSjxUcdmtiI+0BDHcADxDNuI1YGSXOwgQD/v1J2v+r18obI0xcchfgrKws1+2ll17y+jxOXJWU3y5fvlysog4YMMDtfu44fOTIEfrpp59c9/GK7JAhQ0RC+95778WlvDc/P5++/vprWrRokUjQtQorsAAABu1EyU1scrdvQvdhMKTW9aqTffvxiHRile9/xeorqP26bzu9r0r3ba1KtqRRsinwZFdyYuUemIMHD4pjbCTeVl+DsW3bNnEMTXKye0rVvn171+OXX365+Pihhx6io0ePiqNsPJ8fC5MnTxZlzrz3lpNnLnuuUaMGde/ena6//nqxb1crsAILAGBA0jmA9twc133YAwhGWYXi8vkWWcmiA3c4R0ihAzFokSPP/fgUeeWN3nHyKr+Fm8DyXtmaNWtWuV+6jx9nXFLMZci8Ilu7dm2xasu3DRs2UCzMnDmTJk6cSMOGDaMVK1aQ03n2fK/evXuL+7QEK7AAYUo0p1BFMOd0pp7dCwEQjwG8qwOxOYXKc425DwrAVGFDB24w1PnfZ5uXFaHyJoL8lQJLj/GeWnnSGGvTp0+nkSNH0iuvvFLluJwWLVqI43y0BCuwAAAG3QsonQELYLQySpZY6r3bti/owg16mLhk/pqXQXBq1arlWmWV4+N0mLfV2XjYs2cP9ezZ0+tjmZmZlJeXR1qCBBYAwOBH6PjbA+jjRB0ATU/88D5AshdTOSZwwGB44lLOc+sImvcFp127drRz504qK3M/NnHr1q3iz7Zt25IaZGVlUU7O2S1Dcvv27aM6deqQliCBBQAwyABevgLFewCzs9JdJZSh7gEE0BqpjLJcdgasL5jAAb1V7PDEpZ4qbxJNFkpScOPnRUO/fv2oqKiIPvnkE7f758+fT/Xr16fLLruM1KB79+6ifLi4uNitvJkT71mzZvlcnVUr7IEFADCo1vWy4v0SAKKyF9DXIN69jLI44p1Y0YEY1MbbxCWLRPdtvfvqq69EwldYWDnZtWPHDvr444/FxzfeeCOlpaVRr169RAff4cOHizNmmzdvTh9++KHoNLxw4UK3M2DjadKkSdSpUydx/iwn3Zy88r7YLVu20IEDB2jp0qWkJUhgAQAMum+2cf6ftEdHM/EASvEZsLbTu0KuPLDaY39+IxhLtBo5Xdski45+i+RVCU5KuXuwZNmyZeLG9u7dS02aNBEff/rppzRmzBgaN26c2PvaqlUrkcTecccdpBbNmzenjRs3ikZO3JGYG0otWLCAunXrJs6EbdSoEWkJElgAAIMNZrh8kvcA2nOPR+T7AWitgROvQpXs2Bu31wMQr4lLS8Fh18fYOuIf7w1Vgo/DmTZtmripWZs2bcTKsN1uF42n+AxYiyU6pdXRhj2woHsWi/vABcDIgxh5CaX8DFgAvXThDvR8LqNsWCMdnVjBUKSJS0fuMTQvM6DS0lLX/lc++5b350rJK9/Pj2sJVmABAAxINLGJwh5AAC3IMCVXaWTjsOLvAWi38kbpxGUoe1/tDlKtpFRu0hR4oSLJqeL/iRh44IEHxMorlzZ7evDBB0UyO2fOHNIKrMACnJFqwnwO6KA8zMdzPEsoxRmwOMweDLpam5Wa4DaYl44SsYXQdthRiv2woE6e132euCxT0H0b9GfdunV08803e32sT58+tHbtWtISJLAAADoup/R3lAIOswcjTd7wKpRURpmW6HQdIQWg19j3xBOX0nUflTfGkpOTQ9nZ2V4fq1evHh07doy0BAksgEJJpsgkDgDRonQQw3sAxQosOhCDTuI7mIkdTmLljWwAjHLd5+7bvHUkUPMmnH+sP9WrV6e///7b62N8f2ZmJmkJEliAaEpFWTJEf8DCnwe7Mtu6XvWIvZ7UFGfEvhdAsIKNfZ68kTey8RzMFxfZ8UsATcR4KNd93joCxtOtWzd66aWXxDE/cvz51KlT6dprryUtwegaIAISzSlUEYXz2gB8CWbg4llCyVpkJdNRlFCCRuOeG9uEWk7P5fMFe7ZG+JUBqCv2vV33G2SmUFH+SdKTJEs6JXns9fX6vARjV9FNmDCBOnXqRC1atKCBAwdSgwYN6NChQ+JcW+5APHHiRNISJLAAAAbDewClEkp5R0p0YQWtUJq8VmliY0kVZ8CWHcYqFGhT6BM3JqpVmkuIfGNq2bIlbdiwgUaOHEnvvvsulZeXU1JSEnXt2pVef/118biWIIEFADAgLqF0+/xMF1YAPZIfIyI1MOPSYTSyAUOxF4vmZaEcpQPa16FDB9Ft2Gq1Um5uLtWsWZPMZjNpkar3wH777bd03333UatWrSg9PV0sd99yyy3066+/Kvr648eP0z333EO1a9emtLQ06tKli+baRAMARFrlUQrcyMP9HMxQjxEB0AKpjDLTlIIGZqBrnpUHUvx7m7hE5Y0xlJaWUnFx5cQFn/lav359V/LK9/PjWqLqBHbWrFm0b98+evzxx2nlypU0bdo0kZR27txZJLf+8GG93bt3Fwkrf93nn39OdevWpRtuuIG+++67mP0/AACobSBTeQZseGcBWkzeGzcNSbKE9X0BoonLKHkfII7QASOROhBj4tK4HnjgAbr//vu9Pvbggw/S8OHDSUtUXUI8Y8YMqlOnjtt9nIA2b96cXnzxRb8ds9577z3atm0bbdq0Say8Sh24ePl81KhR9NNPP0X99UNk93xw44KQv96SSlarA78SIKOXUPJAhsnPgA10pAKAnlahqp/YSflBfJ8SFCWADkrnee93yd49urvuJ6daKNlkCvy8iiQysnXr1oluw9706dOHRo8eTVqi6hVYz+SVZWRkUJs2bejgwYN+v3b58uViQ7KUvLLk5GQaNGgQ/fzzz3T4MM6Ag6pSTVGY08FROqAy0lmAAEabvOHqA+5AzOXz/vYB2mzlMXyFANEvnW9dL4vsucd1k7hCcHJycig7O9vrY/Xq1aNjx9zLy9VO1QmsN/n5+bR582a64IIL/D6PV1/bt29f5X7pvu3bt/stPy4oKHC7AbAkk77bsCP29aVKB1bXQCa0swD1Gv6Ie/2TYp/Zc3Pi+lrUBLFvjMoDLp3PSk1w7f1G8zLjqV69Ov39999eH+P7MzMzSUs0l8COGDFCbDYeM2aM3+edOnVKdNfyJN3Hj/vCB/1mZWW5bg0bNozAKwcjnAWrdYh9/eOBDJ8BK3VhDZcp8PF7qoe4N8Yg/mz1gXvzMiN34EbsG2cCpwb5v94XF9lj9nog9rp16yb+vp8+fdrtfv6cS4v9bctUI1XvgfX0/PPP06JFi+itt96iSy65JODzExISQnqM68D5nCQJr8AiiQUjQOwbg6nCpngm3mIm0ntjYsS9cSZvzq2RLmJfmryR/jRqJ1bEvn4nbjxL5xOLTqF5mYFNmDCBOnXqRC1atKCBAweKk10OHTpEy5YtEx2IJ06cGNb35+rYUPC20FCO8tFMAstv7JQpU+iFF16gf/zjHwGfX6tWLa+rrNLMg7fVWYnJZBI3AKNB7Ot7ICPNxPNABs5C3Bsj9lmX2gnkv4OGsSD2jVE6z2cfF+zeIj7W2xmwSeY0SjIHHrMnOY3dxKlly5a0YcMGsUD37rvvUnl5OSUlJVHXrl3p9ddfF4+Ho2PHjn4XB3355Zdf6OKLL9ZnAsvJK88c8O25555T9DXt2rWjrVu3Vrlfuq9t27YRf52gbko7EXMjJ4e9LCavCSCWXB2IrYURn4lPTXGSozT4f7wAYhX7PJi3/e9nV+xjHyAYBXcgduw94fXsbzCODh06iONFrVYr5ebmisU8afXzxIkTdM4554T1/Xl7Z7NmzRQ9lxNoPtonVKpPYCdPniwS17Fjx9L48eMVf12/fv3okUceEcflXHbZZeK+srIyWrhwoficD/AFYx2lE8lGTuX20uA7ETuQFEP8Z+K5lKzcdirsfa92P3NBfBbsgnJjlmSCumPfXwMnm95r5cGQlQdcOs8rsKE07gN9slgs4uZ0OmnlypXi6NEvv/xSNHULR+/evenSSy9VnMD6OpdW8wnsa6+9RuPGjRNnv9500030448/uj3euXNn8eewYcNo/vz5tHv3bmrcuLG477777hPnyA4YMEBsTuYjeWbOnEl//fUXrVmzJi7/P2CMRk4VKkiywdh8NbCRmtjYTm/XZSkZgL/Y50G8/XAOVqHAcLKrWao0LwPj2r17N73//vsidzp69CilpqbSrbfeGtb3lI4vVYrLl/lrmjdvrr8E9osvvhB/rlq1Stw88cyBlMXzTfpc2tfBy+SjRo2iRx99lEpKSujCCy+kr776StR7AwAYgedMPDexcRxBKRkYL/a5jLJ895nmZZi8AQOVzmebiY7LmpeB8dhsNtGwiVdbeS8s50y8Z5X3xD777LOid1A4brnllph8jSYS2PXr1yt63rx588TNU926dcXsAkCwsA8W9DwTH6lSMovJSVY79r2CNrSulxXvlwAQs8oD+dnHqTl/uj3Giaxejo9KNqdTMrfLD/Q8p6pTnqj55ZdfRNL60UcfUWFhIaWnp9M999wjVly55LdPnz5hJ6/xYMzfJhh2H6zSRk6BYB8saLGEkvFh9jaUkoGBBvHSKlTThDzajyY2oHOenbd520jxkS1em5cZ9fgoo2jfvj1t3165ZahLly5ieyUfocNJbH5+fkRWdXft2iUaN6Wlpbk9tnHjRrriiisoWhKj9p0BDLwPFkBN5IP4tMSzWy0ihZs6Aaid49hu8SfKKMFIk5bcvMyRdyJmrwfUY9u2beJP7iP0zjvviASWk9dI+OGHH6hhw4Z0zTXXiO7F3G9IrlevXhRNSGABAAzEYs+jshD2QqWZlR2lA6CGQbznKhQP4m2nj0X8+CgANeO93xmmFLFtRMkROjZbuevjEjTl1rz/+7//E6uw3GGYjxflVdg5c+aIUuJw/fOf/xTNdk+dOkW//vorffrppyJBrqioEI/L+xJFAxJY0GQZcVhff+YsTCX7YAOVEQeNj9MBiOMgnuyxGcDzUToAaiAdI+LZhdXbPsDiovCOkQBQU9UNk8c+mpcZy2OPPUZbtmyhn3/+mR588EH6888/xZ/Z2dniT27ixLdQ7Nixg4YMGSI+btWqFX333Xd0/Phxuu2228jhCH+rXiBIYAGi8RcLZcSgQjyQKTmyG6tQYDiiA7Ht7OSNfB8ggF4nLTmRvbiORVTd6FWiOY2SzOkBb/w8o+rYsSPNmjVLHJnDzW35848//liskvJRpNJKajCqVatGhw8fdn3O58p+9tlnZDabxfGn0kpstCCBBQhjFRZAK/ugpGNE7Lk5Yf2cUAoPAOIxiJevQnVuVF1xGSWAnnh2IPZks6JW2CjMZjMNHjxYnPLyv//9Txyfw8eMPv3002I/azCuu+46mjt3rtt9ycnJtGjRItHUyRrlBmFIYEGTYlVGHIi/MmKfq7ApSIohduRHKVSWkrmXEKOhDRjh70ANsvoso0QnVtDjpKW0baT4CJqXQVWcZL744ot04MAB+ve//y1WTYPx9ttvizNkPXFJ8rvvvkv79u2jaMJIGgBAh+SlZNIqVKZHM49wyii587A9+ttcACIyiE8sOqXrMkoAX3u/HadPYNsI+JSYmCjOg+VbMFJTU8XNl0aNGlE0YQUWNEsLzZywFxbUMogX5ZSm5CqNbFg4B9pbTJWdBnGUDqhZuTX4rpuorAQt8VY6z5M3PGkJEAvjx4+nWEECCwBgEE1Sz+51ilY3SvlROuhEDLGeuJEP4qVVqIY1M8iee1ysQqFkHowyacla16te5T69/R1IEk2clN0guv71r39RrCCBBU3DKiwYnb9BvBzKKMFopFWoc2uE37wMQGt4EqdFVmXVTSS2jQAEEu2zX+WQwILhxfVcWIAokq9C8V6ogt2/4f0GQ61A8d+B7GqWKs3LAIwwaWkpOOza+y2vugln2wiAL6GeKRsKJLBARl+FjQXshYW47X2V7YUSM/EoowSDyTbz4B1H6ICxJi0Zn/sNoEdIYEEXUEoM4F+GKQWrUKDriRtfq1CmCptb8zIuo/TcB4izMEFvk5ZcdVMWQvMyAC1AAgu6gSQWjCSYQTzPyjeskR6XbpRo5ATxLp13ntjntYwSQM+ys9LJkVd5hI7eGjfJJZszKNmSGfhmzoj3S9U9J/bAAug3iQWI5SBe0iCTV2B9n4PpsFqj0okYIC57X91K55G0gvEmLVvXy/I7aSm/5hcX2SP0KsHIrrjiipj9LKzAgu6oPYnFfliI1SBeWoXiQXytokPic6kbpRJmc5Ki5+EsWIg3b4N4qQNx8ZE9YhXKExrZgN7O+vbc++1v0hIg0tasWUOxggQWdEntSSxANAYynoN4aRVKauYhlVFGikl5Hg0Q04kbaUCfKdv7recySgDPSUvuQBzspCVAuKxWKzVo0IC++OILiiYksKBbSGIBKvE+QM9zMMM5DxDzMqDmY3M8S+fjsfcbIJ6TlnzNd+Qei/ikJUAgFotFJLHp6ekUTUhgQdeQxILRB/HiHMysdLd9gME2srGYK/9MO/MngJp4G8RLq1A1yIoySjBM1YGEY9/zOh/OpKWaJVvSFd8gNrp37x71cmL/9Y8AOkpirbbS0L7+zIym1epQVE7ssJf5LScuK7WF9DrA2AINZHztAWSiA/GOoir7AGNVUsmdiKd7rAADRHsQL3UgZiijBD3HveekJe/9tu8+e82VklmU0UMsPPfcc3TrrbeS2Wym/v37U3Z2NiUkJLg9p2bNmmH9DCSwYBixTGR9JbFSIuv7UYDIDODlq1BtM8vo6JlmHhjAgBEG8YxjvzjA3m9v3bdttvIgXyVA7PmbtGxVO43Ktxfr/ggdUKdLLrlE/DlhwgSaOHGi1+eUl4d3nUUCC4YTi0Q20GosQLRXn+SkVahY4qN0HKXuM64AkY59X4N4aRWq/HRJ1MsoEesQaeFOWnLp/HHs/YY4GTduXJUV10hDAguGFctEliGZhWgNYuSDeM9VqMoGTgfEKhTKKEHvEzfSIJ5xB2JuXiaVzge79xtACxM33q75iUWnfO79xvFREG288hptSGDB8OSNnkJJZuVH7ihJZp0JSYQjwyEWK69SAyf7Ud/7TyM9mOGjdez+q+wBIj5x44lXoVpkJVP+mc/lZZQoqQQ9X/c59h25+xVNWtqs2u/JkWRKoyRz4AZNSSiIi5lff/3VVUYcLehCDOCRzMpvoSSz0g0gFoMYb4N4+SpU63pZbh2IAXS58uplFSo15090IAbNxH2kJi25dN52+lhEXhdAKDp16kRdunShRYsWUWlpaFWOMU1gN2zYQLNnzxaH1x46dCiS3xpAFQltMEmtPJlFYgtKhTOI8dbEJtvMpZNVOxBHmsXkjOr3B30LdgDvb/WV/x7IGzihdB70dM33Vj4sn7TMrmYhR96JCL9KAOXmzZtHFRUVNHjwYGrYsCE9//zzEc8LI5bATp48ma655hoaPnw43XLLLdS4cWOqW7cu3XjjjWIz77///e9I/SgA1SW1wSS4ZqzOQoRm4P0N4n2tQsVrH+CD1evE5eeC+oW78uRtEJ9hSgl6EF9chM0dEFuRWHUNNGmJvd8Qa0OGDKGffvpJ3Hr06EGvvvoqNW3aVByts379enUlsDNnzqQBAwaIDPv333+n999/n26//XbKy8uj1157jfr16xepHwWg6QTXcuY8WIBoDGJ4EC9fhbLnHq+y90+vB9qDMcomA03ccNx3blRdDOJ9QSMb0GPs86SlpeCwa9IS13yIdynxggUL6ODBg6Kx03//+1/q3r07tW3bVlTs2my2+DdxKioqoocffpjq168vbu3ataOhQ4e6zvrZsWNHpH4UgKaTjfIEdBKA8GPJcyAjLx8+u/+1Otl35ARdRomVKNDSqpO3QXyt0lziXYDRLp0HiNtkpazyQN60r+TI74b6pSRaMijJkhH4eeU41i1eUlNTKS0tTfzpdDqppKREVOxOmTKFli1bRp07d45fAss//PDhw14fS0pKEgktgJ4GSaHOkpYlhnd4M2hfLGJT6sJa7KOBk7dOrKF0pPTXdRjnY0Kk497XxI1n5UHJ3j/cVqG4jBKVB6Cn2JeTJi0b1kj3OWkpv+Y7rL6rcHTQmBhU4o8//qAZM2bQ4sWLyeFwiEpd/phXZvmxBx98kB566CFRuRu3BJY36I4cOZIGDhxIyck4nQf0l5QqbR7i+vjMgIr/YeH729SvSZ0a16aiwkK65oWYvFTQaewqGcRLpWT5MWjgBKCG67Y0iOcurPbdlYN4JfRwlAjoO/YDlQ67HR2V6/vYNIBYWLJkiUhcN27cSOecc47ID3nFtV69eq7ntG/fnl588UXq2bNnSD8jYpkm1zbn5ubSFVdcQZMmTRI1zkhkQatJqpJ/MPwlq/wPSeXnqeJjLuVsn5BDJ3+YRxWnT0X5lYOe4znwHqgznSiz0smR+7eiY0T8zcYDqOU67q9sXsLX21a106h8e+WkDToQgx7HMH4nLVE6D3F255130kUXXST6IfHHXDrsTZMmTWjQoEEh/YyILpVyw6a9e/eKzsMmk0lk1x07dnTdeNMugNoS1WCTVc+EVXqcV1hvblm7soGCtVCcvSnK1koKqXxHCR0+upfseSeosID/eQE9i2Vs+xrEcylZ8Y49rlUoqYwSQItx77fyxWMQL/a/+qg88FY6D6DV2PectCzY/R+cfQxx9/3339OVV14Z8HncmXju3LnxTWC//fZb8ScnsJs3bxa3X3/9VWzO5Q7FCQkJopkTGI+aEtVwE1bpH4vs6unUsGaGKFXLNKVQhimZmqTaKP+HZXT66N7K/SfWYtfsvzx5cNjRxElvYhXjSgbxjAfx8v2voa5C2Wy4ZoM2ru/yQXzJ3t8xiAddxL63a77n6qt80tKx94TfSUtddt9OTScypQd+ngNnlceKkuQ1XBHfrHreeeeJG5/1I+GjdTihBX1Ty0AmUkmrr5VWTlyvbVmfGuf/ScWHfxJnDfJxDUdtJWKF1VvSyqQGImUOJAVaF49Y9zeQkchL2KX9r57kjWyiNZjx19gJtE1tse9tEF+2p1DR90XpPGh9jCNd83nSsm1mGR0/c82XT1qieRnoUUy6LZ177rniForCwkKaPHky/fbbb7RlyxY6efIkjR8/Xuy5DWTevHl07733en3s6NGjbpuJQdsX8XAaHwQqD5ZWW7kBEx8QbrHnUcne7+nEnj/Inn+yykorkxJX+T8c0mPlSGA1RQvx7jmI58qAgt0/iVUoNHACLcd+MBM3rsoDnlQ804UVpfOg59iXX/fLDm7HNR8MQ/Xtgk+dOkXvvPMOdejQgfr27Utz5swJ+ntwfXWrVq3c7qtVq1YEX6X+qOHiHe/VVk5ceUDEJWm9Gpmo6PcVlH90L50+s9LKpAFSoKRVvtpVWloRgf9DMFLMBzOIZ9nVLOTYfraUDECLsa9kAlKOr9WpOX/GrfIAtEerse85acmNIot3rPP5fOz9Dk1RURGNHTuWli5dSqdPnxa5xLPPPkt33HFHiN8RDJPANm7cWHQ35j20vPoaSgLLzaO4iRSo92Ktlr2tUvklr7he1+IcqlV0SHRyzf9pD5V47G31TFzFx9Iqq5/BEsrWYk/LcR/MQIZx7DZ1HBZNbJg8ViUYzBiHlmNfafd3xtdtnnAsPrwbq1Cg6dj3dc33V3nA5cOnuXFkGJOW6HlQVf/+/emXX36hqVOn0vnnny/OMOWuuhUVFXTXXXeF/F6DARJYTlxBuxditZcJe0tceSaT/zEo+v1LOnZ0rxgMIXGNHyPHvtKBjGf5cMmRHVUG8ehArD2I/cDkg/gutRPoNCoPNA9xr3ziRl4+zL04mNFK550pJqpIMSt4XmlQ33flypW0evVqV9LKunXrRvv376enn36aBg4cSElJSSG/bohjAjtt2jTRrCnU/a2x0rt3bzpx4gRlZWXRNddcI86p9Xekj91uFzdJQUGB+DPNnEJJ3J0ENJu4+mrMJEpwsmvQTdlOKtm7ifJ35FRZcWXBlgt7O2PTZjsbW2qD2NdW8up5/jAP4i+uY6Hi7Xu8fm0km3mYUojswY0HVAtxr93Yl/A1PLHoVJVBvBwqD6pC7GuzZF4+8c6T7rY9wfc8sFlt4s/iIvWOSaJBGtNL+NhPvnlavnw5ZWRk0IABA9zu5946vPr6008/0eWXXx711wveJVIYXnzxRVHie9lll9G//vUv2r17N6kJN2kaM2aMKDtet26daAbFpQCdO3em33//3efXvfTSSyLZlW4NGzaM6euG6K268o0v/NLFn/e5XnpeXbr3svNE8lqwYyMV7PmDCvZtr+woLCsXlmY0xY0/lpULSwMjTlyl5JUTV3nyyv9YSP9gqBViX5t7/yRS92EexGP/q3KIe21WHXgO4gt2/4bKgyAh9tXP38SN1LhMnIbgpXzY26Sl0bcx8ZhePsbnvwPebNu2jVq3bk3Jye5rfe3bt3c9Dt4lJiaK1WlvN34/a9euTTfccIPIzeKSwHIn3zVr1lCnTp3o//7v/0R9+IUXXkhTpkyhHTt2ULzxm8OvhVdgr776ahoxYgRt2LBBlCWPGzfO59eNHj2a8vPzXbeDBw/G9HWD/8GNkn2unhd8X8fh8KorN2hK4XLhtQupcO92t87C8lIcz1VXeeIacNVV5YmrBLEff37PevWz+uo5iPe1CgVVIe61NXHjbxAPwUHsa3PihvE1X2pcJlUe+IPmZZV4TC8f4/PfAV9NZGvWrFnlfuk+fhy84xyLFzj5vRo6dCiNGjWKBg8eLD5v1KgRDRo0SByxev3114sy7ZiXEHOGzfXgfJs+fTpt3LiRPv74Y7HiyUfdcELLJcZ8u+iii0gNmjRpIg7Y/fHHH30+x1c5AWi3XNhzoM8DHj7LlZvdFPz+H1EuXB6gu3CoTZo8k9cSFZfrIPa1ufLK5EeIsED7X+WVAkaHuNf2xA0P4pP2/+qz8gDnYPqG2NfmxI20ZaR1vSwq2PINJi2Deb+rVRO3cPvwoEePb5yochXs1q1bKT093a2rMyetDRo0EMej8scvvPCC+DOmK7CerrjiCnrjjTdo37599MMPP9DNN99MS5YsER2AmzZtKjJwNXA6nSL5Bn2suCrZ6+rZqImT18b5f9LJX1e7Vl1FybBs1ZXJV12DTV49S4Z5n4nR9ppAdDpo+xrESzPx/sqHsSILepu44UG87fQxDOJBtxM3nviaz7emCXlUbiv2O2mp92u+PdGs+BYMPm7T2yorH6fDvK3OQqU333yTnnrqKbfklfGeYr5/5syZopT44Ycfps2bN1MoopbFXXrppfTyyy/Trl276Ndff6W7776bVqxYQfG2d+9esVLM+2BBJ7OSPva6emvUJB2Pc27Or5S740ey5x6PSKMmb8mrHBJXCCfW/Q1k5IP44iOVR4h4E2gVSitl7qAvoU7ceA7ipfJhVB6AHpNXz0lLxh3nHcd2o+dBlLRr14527txJZWVlbvfzqiLz1wzW6A4dOkQpKd7HLZy4Hjt2THycnZ1NpaWhdYOMyTIk74vlBkrbt28P6eu/+uorUZr8xRdfiM95fy1/zreSksrB2rBhw8Sbwu2tJdddd53oOPzZZ5/Rt99+K7omc/kwL/vz6wFtr7oqOR7HW/Ja/cROKtizNWbJK0CgeA+Gr0F8k1Sb2yAe+19BzxM3wQ7ifa1C4XoNar/ue+75liYtW9VOo+Ije0KetAT/+vXrJ0peP/nkE7f758+fT/Xr1xcNbMG7li1bipzLM/nnz/l+flzqpXTOOeeQLs+BZcOHD3dLTJctWyZu0ooq72stLy8XNy4Pls+ecAnzq6++SlarlerUqUPXXnstPf/882J/LqhPqImrkuS1U+PalHnwv5QbxeTVG8/VV5u9XNH/I+hfqOXxno9x86ayg79jJh50m7x6TtxUfnzm2KgffA/iAfRyzZdvGeFbraJDdFJWPoxJy8jq1auX2JvJOQgfvdO8eXP68MMPadWqVbRw4UKcAesHLx5y/yN+z/r27Ut169alnJwcsaB4+PBh16QAN3Dq0qUL6TaB5T21gcybN0/c5Hg/LmhHNJNXaeXVM3mVeGvY5PlYKA2bqiSvNiSvEN5RUPIYr/w4lRpkppBtT2VJjiejHGYPxtjzyuT7vvnYqGI/g3isQoEervlVt4xUp5Ijm7xOWuKaHzmffvqpOI6Tu+ry3tdWrVqJJPaOO+6I4E/Rn1tuuYW+/PJL8b699dZbYnGRq1+5J9Ls2bOpZ8+e4nnc9DdUmkhgQd+CKqUJIXnlC71IXnf86LrYS8lroG7D/iB5hXitvHoO4muV5tJJbkImOz4HQO8TNw1rpFPJkchUHqBPAah50sZz9ZUnLe07clB5wCc7VCRQUoXvbsHy5wWLmw5xySvfIPijTPnGWz1zc3OpRo0alJaWRpESdgLLZyh9/vnntGfPHrFh97zzzhMNnHjZGCCeyas0S9k+IUesvPIgR15m5muQr7R0WA5NmyDaAxlfg3i+OY7t8DI5U3USRroP5wGClipsPB+XBvF8bJTNxyAeq1CgFpHo6eF2vymlclLeo/LAG1zzIZ44R+RjS0+ePEk33nijehJYflF9+vRxazMtnYvUrFkzeuihh2jEiBFkNgfXuhr0L+jGNSEkr7wy1TazjAp+/43suZWDnFjte/WE0mEIZ7LGcyAjH8TzHkDbFu/lwxKUUYJWV5+8TdyI+00pbuXDAHqduPFWeWA/erxK5QFK50FNuFnu1KlTRQ8izg1/+eUXsQrbvXt3sbf42WefDev7h9WF+PHHH6fGjRvTzz//LLLr3bt3izrnIUOGUFZWFj399NOikdK2bdvCepGgL5FIXgM9j5PXzo2qk+1/P4vOrPLkVcm+10iWDgOEW2kg8TWIl2I8EqtQiF9Q68QNO1tdk0UlR852H0YTG9DqaQre+Ju05MoDaVI+WMFOvgOEgs95nThxojghho9QlTfY7d27d0SOVVWUwPIPvu++++jAgQNu9//xxx/0wgsviE25fKBvo0aNxP2PPvqoyLT5cFo+44c7/3p+LRhPKBd0X4N5b6uv7Oy+1yxRYsMXeW/7XiNVOqwEVl+NLZJl8tJzvA3iA5WSeYPBDKjleq9k4kZ6jnRsFF/f/ZGu6SijBK1O0nuuvvKxUak5f1K5j8oDlM6DGkyfPp1GjhxJb775JvXo0cPtsRYtWtCuXbtil8CuW7eOCgsL3e7ns3t4adjf+a/8de3btxdH14AxhToTGUzyKh/U8wW+qePwmbNe3WcpfZUOKzkvMFKNm2w4JtYQwp2BD7T66jmI91VKBqD1LSJyUm8D54l9YhCP43NAb5P0/lZfK89+DX3SUo8KHE7KV3Dj50FscF8kqdOwp8zMTMrLy4tNApuYmCjOW73gggvc7r/99tvppZdeIrvdd8lkUlIS/fOf/6SVK1eG/WLBOAP4UJNXLh3uUjtBrEpJgxslpcO+9ghGutmNR74LOhTJCRtvAxkmTdRgEA96nrTxdp2XOrD6G8RjFQpiLRrXfG9bRrjjvDRpE86kpefkO0Ak8TZSPvfV19GoderUCftnhLUHdvz48aI9cqdOnWjt2rVuNc5yfACwDctOhhH23o8gk1cJD2y4pLLs4HZX6bBcsKXDnrD3FWI5YeOvTN7bTLzSMkoALcW+HE/c+BvEK4XSeVBrhZm350kT9Ny8yXHs7OQ8gFpxo6ZXXnmFiovPLhRxI6eysjKaNWuWz9XZmHUh5mXg9evX09ChQ0WNc5MmTcQL/Prrr8WZP7z6unXrVpoyZQpdddVVYb9YULdIzLwrSV49uZUOJ+RRweljVboOh9K4CXtfIRZxH2yTMvkgPlc2iMcqFOgh9v1V2bDKQfzvXgfxmKSBWInVJL3EdWzUnmNulQfeYNIS4m3SpElicbNNmzbUr18/kRvyvtgtW7aInkhLly6N/zmwtWrVoi+//JK+/fZbeuedd0TiOmbMGNdxOrwqe8kll9Ds2bPDfrGgTpEqGVOavPoqHeYVKcfBHW5dh9W0+oqKHX2J1YSN5+qrmgfxFpOTrPbgD4sH7Yj29d4fb4P4SFPadA+xbjyxvuZ79vbgjvM2j8oDlM6DGjVv3pw2btwoGjlxR2LOBRcsWEDdunWjRYsWuZr+xjWBlXCnYb7xi/zrr79EjXNpaSk1bdq0yt5Z0L5I73NSOpjxVTrMA/paRYco98get4GNvzNf/cHqK0Q77oOpNvA8IiqcQXyk93WD/sXqeq9oEG/PcxvE+6o8wNnHoJVrfiAc/9nVLOTIORbSpKXer/nFjjIie5my50HM8OrrqlWrRJ+kU6dOiTNgLRZLxL5/xBJYCa+8tmrVStxAPyI9gFF6UQ9UUiOVU7bNLKOS/7k3bgJQa9wHO2HD5PugPGfifZWSRaqhB6oHjCfWse9vmwiT9n2X/O+XoPYAoqwY1H7NDzRxw2Mc7jif7zFBD6AFJpOJ6tevH/HvG/EEFrQvmslqMIN4XwMa+YX9bOOmX6s0bvK2+iqH8mFQW9wraVTGq68lf1Zt5IFVKNBq7CvZJuLa9+2lQR9DogpqjX2l13xv5GMcz5MVjH58DhgbEliDitWAJVLJq6/BvLxxk69jc+RiUT4M6qXmuFfaqIxLKDGIBy3FfjClk/46zDuOVQ7iQ6k8wHXdmLR0zfc1cZNtJrKdPub356B0HuKNj1yV+h8pUV6urN+AL0hgNSzeF+ZoDWQCJa/yC/vFdSzk2L+jMnH1UVoTzuprNJuAgHFiP1ITNmIf1LEdQQ/isTqlH3qPfTnPEsqiM4N4X5UHwcJZmNqhtbgPNXn1JN8ygsoDULNx48a5JbBz586loqIi6tOnD9WrV4+OHj0qmv6mp6fTfffdF/bPQwIbhEyLiZLN2ruI6iF5lXiWDvOF3XP11dfAJpTD7QN1HzYKxH7sk1dvq6/SIJ4HMpEaxINviPv4TlbKm/Q5T/ztd6KSYRUqchD7sW/WJH2tfJzTIDOlSn+PUCct9Xr+cZG9lCpSSgM+r8Qe+DkQugkTJrg+fu2110TSumbNGsrIyHDdX1hYSNdddx2lpaVRuBLD/g4ACi7I4Savnl8vDeZLjuwWx+Z47n0NVbBlZjg+B8KJe3+rT/KzL6XV17KD2yN2gL1eBzOgr8lKXn3lfd/23OM+B/GoMAA9jHW8bZHi0xU8+3tEctJSyRgGIFh8dM6oUaPckleWmZkp7ufHw4UVWIgapbOQ3gbx3pJX+ZmvPJh3nvjTdWH3tfoa6/JhgEjEvfx7yFdfbdy4I8AgPpRKA4B4xr6vyUpp9TU1508qiOIgHkANYx3PiRvpbHtpywiAVhw+fJiSk72nmHz/sWP+93QrgRVYiNssZCjJqzSg4cF88ZHKshq5cJo3RQL2vxpXJOPeM+YrJ2z2BTUTj3MwIZZxH8nk1dfqKwvmiDRMUILWxjpuZ9uX5rqaN2HSErSkdevW9Prrr1NpqXvZtsPhEOXFkThqFSuwELc9H8Ekr9KfvBLFAxpnztn9UMGsvgZTPoz9rxDPuJe4Vl9DHMTLoRMrxCv2Ax0X4m2ykvscyFdfpfJ5VB6AXsc60sQN7311HNztdd93MJOWuOZDPEyZMoX69u1LTZs2pf79+4v9sLzq+umnn4o/P/vss7B/BhJYiH2TAh8DGV9d+CofO9NOvpqlsnFTiKuvWJWCeMW+krj3Vi7PZWTOEzvdyuXD3esNoMZrvjRZ6WviJhLlw9j7DfGOfSVVZrz31VeDSnCXby0lR6Ij4NtitaKJU6zcdNNNtGrVKhozZgzNmDGDKioqRIfiSy+9VHQn5kZO4UICC1G9eIc6kPF1UeczX+WNmwJ1Ho5meRmaH+hfpGI/lORVXkbmbcLGW7WBt1J5lFFCvGI/2Ot95WO+J26UDOIxSQlavOZLf/JEfdvMsjOdh91XXzFpCVrSvXt3cSspKaHc3FyqUaNGRLoPS5DAQlQS1WDKx/ztA5EG8lLpsGP/bjGgYW7HiHgM3NUyaDfoqTuaoqa49xzISDHvWS6PgQyoOfaVxn2giZsSL6uviH3Q4zVfqjLr3Ki6mLgpsxb6PR4Qk5agFZy0RjJxlSCB1aloXqAjtefJ3yy8fDAjdeNLzdlJxWdKaqRZyUCrr0rLhwPtfwXtUHvs+xvAVz5eGfOe5xwHA6tQxqP2uFeavHpOVkaizwH2Aeqb1mLf8/V6m7iJ5PGAALHQvn17Wrx4MbVt21bR87ms+MILL6QlS5aIpk/BQgIbBL7oJKvgQql2gS7kwSavPJCXyii9lQ6rdfXVlxINHruG2I9u3MuTV3mn7ZJ9VVdfw21WBsoh7mM/Wenqc+Bl4iaYLvP4exEexH5sxzq+Jm6UwqQlxNu2bdvIGsTij9PpDPpr5JDAQkwu4v4aNfkaxPNgxrXvde8ffi/mwTb0CHZwY1NQC4wjdIxHaewHE/fSQKZs/+9iIKO2o6IAwrnmew7gXfefmayU+hz4mrgB0Po1X0mVmUS+ZQSTlt4V2UupPDlwgyarHU2coo07D5tMvhuyeuLGTqFCAgtRHbwEczGvfJ77yisPZhzHKmckpdJhpauv6D4MWot7Tl69lctjEA9ain1fHeW9DeAZN22Sqg746BB/Ezf+BvFYhQI1xr6SsQ53Ha7c86184gaTlqAmQ4cODenrateuHdLXIYGFiA7Ygx3EKElebR4DeV8DGgAtx72UvIrjEzzK5SXBzsSjjBLUFvu+Km2kqoPiI3uCmrjBIB7iHffhxL686kDJxE0kKKkoAwgWH48TS0hgDSYSF2p//J3l6m8AL33uLXn1HMgrOkohiHJKNPjQP7XHvTx5lcon5YIZxPtahUKcG5NaY98zeU3N+bNK1YEEk5Wg5diXl8oHW2XmCZOWEKrExESfJbt8f/Xq1aljx470zDPPULdu3VT/RiOBDUK6OZVSonxB1Bp/F/BAgxhvA5kMU7LX5FXiWTosn5VUutoUiVUpo50Bi9iPbtw3yExxJa+ByuUjsQ8KXbaVQdxHNvY9J20yz5x56cz5m4plVQeSUAfxED7EfvCxr/SaL846rmZxjXU8qw6UTNwEO2mJaz6MGzeOFixYQIWFhdSnTx+qW7cuHT16lFasWEGZmZl0880305o1a+j666+nr776SvypZkhgIaIDF39t7T0v5tJ98ll4i72yYZN8EM/87XsNJNh9UbjQQ8zjvsB78irBEQqgh9iXPufklQfwvOe17OD2KpOV/iZulAzikeCCWmLf85rPn19cx+J1rBOoyiyecW1KJbI7SJWKbA4qSwr84mw2lf4PxEjNmjWpXr16tHXrVkpPT3fdX1RUJJLVBg0a0G+//SY+fuGFF5DAgr4u1MGewyYfwPgawPOqKw9keBaemxj4S17lfK2+Yk8UxCr2/Z0/GChx5VXXGmT1Gve+BjKBBvEA8Y59X3Evvsaj4qA8v/BMjwPZtTzAZCWSU9DCeMdb4sqTNtlmEsdE+ZqwVDJxAxCKN998k1555RW35JVlZGTQU089JW5PP/00Pfzww/TAAw+Q2mEF1kAX3VgdGu4rafV5Mbfnic6T0kDGM3mVC6d0GLRHTXEfTMKqLO5zZU3KSoIayPiK+VC6sKKhhzrp4ZovT1yl2OfJysSinCoDeObrqLRwBvHY+609eol9Ke65VF5M2pTminNeCxRe8+UwSQ/hOnToEKWkeI/n5ORkOnbsmPg4OzubSkvVf+QQEtggZKWlUqpFPRfWeF2wA13AvQ3exff1kriW5xwTq09l1kKfyWswpcOeq1GeA3oku6FB7Ecn7uVdJ5UOZJRCrIfPKHEfzdiXVlzTEp1i5cmRc8zvZKXSiRtUHkSXUWI/kuMdz2s+J668RcRUYSPnib/JYSsOOGEZ7MQNjo4CpVq2bEnTpk2jXr16iYRVUlZWJu7nxxnviz3nnHMoFPn5+fT555/Tnj17RLJ83nnn0aWXXkrNmzenSEMCa/CLcbgX7kCDF+kxvpBzqbB8AO/tYs68XdDlA/lIrr5idl4f1BD3vgYwoca9kpjHIB7UeM3npJVJZfK84lpuLYzoZGUog3j0N9CXaMV+JK75WakJlbFfkEOOXPdJG+YreY13g0otyreWki0h8P5Wu1X9q4rRNGnSJLr11ltFMtm3b1/RxCknJ4c+++wzOnz4MH3yySfieatXr6YuXbr4/V7ff/89XXLJJW7lyD/++KNoDnXq1CnXfVLX42bNmtFDDz1EI0aMILPZHJH/HySwQeALVGoUBwvx4u9ireQCriRp5RlIHsTw7HuJtdhtEMNCSV6DXX0NFUosEftSTPv7uyMNYJi02hpq3IcyYeMv3jFRExpc80O75nOZMBOxf2bwLuI3QpOVkZ64MVpXeSUQ+8qu+UxeJiyS1tIiKj9xjGweEzZMaez7gklLCNUtt9xCX375pehG/NZbb5HT6RQJJh+dM3v2bOrZs6d43pw5c/x+n/Lycrrmmmvov//9L1188cWu+x9//HFq3Lix6GDctGlTsRrLievQoUNp27ZtYn/t22+/TcuXL6e2bdvqP4Hlds+TJ08WnbG2bNlCJ0+epPHjx9OECRMUff3x48dp1KhR4pdWUlJCHTp0oClTplD37t2Dfi0Z5lQyBZnsaYW3C7W/JFe6cHsOXBjPPHK5mDR450YdZWLQEngAH0zyGuxso1FnJyNBr7EfKO79xb7fuC+tXG0NJe5DnbCJJouZyFqZkxiKXuM+Wtd8rjIge7G45lcmqpGZrAzm2q30uZiY9A+x7/2azzxjX0paqahYVBrIq2xETPrY5x1u7GPSEoJ1ww03iBvnQ7m5uVSjRg1KS0sL6nskJSXRsmXLRHIq98cff4jVXE6IWVZWlvjz0UcfFYku53GPPfYYXXvttSL5bdSoEek6geWl6HfeeUcknrzkHWhmQM5ut4tENS8vT9R316lTh2bMmCF+eXzWUdeuXUkLA+h4rLzKBytVysXOPOZ18MKKiitn3c8MXpj8Qs4CXcyDTV4xK6k98Yr9YOLeX+y7J6w2olKi8rzKWXcmDdxZKBM2nqIxiIf40Frse7vmuwbtsmu+VGXAvCWt0v2SUCptPGEPoHZofbzjfs0/cy0/UXWiMpxrvr/kFeMciJS0tLSgE1c5LkX2xPtmrVbfY48LL7yQ1q1bJ1Z6n3/+eZo/fz7pOoHl5WieJeBlbl59DSaBfe+998Sy9aZNm1z13N26dRPJMK/K/vTTT0G9lgY10smSnkFq520goqg0xssgRc7zwi1m2l2DlWIxeGGBklb5Y4ES11BXXkMd1GCPlHZjX0nce93DJPs6aZDiyS327cVEDjq7yiQbWPgbwIQT94EGMpEaxKOUUntxH83Y57hnrkka2TVfGrSHe80P9nqPQXxs6Cn2Izbeyfce+55xX3m/987awcR+MDBpCcE4ceKE12RTyapoRUUFVa9enTZs2CDyKcntt99OL730kmgSZTKZfK7e/vOf/6QhQ4ZQuFSfwEobgEPBddbcVUu+GZk7bw0aNIiee+45sWmZD+5VqmXdLErPyCQ1kS6+vngbjHsOTiR8sWbyWXU5HrjwVzj8DFx8XcQ9n6NkAK80eQ11QBOvfYEqOiFAs7EfKO79xb6vuGdSGZgnjn1/A3Z/cR/uhA3Ej9riPlqxL5JTH9d8Vhaja36kk1fs/TZW7CuNe6XjHY57Jq2uuh7zk7B6PidasY/Kg7OKbA5yJAaeyHDYAjd60rPCwkJ68skn6cMPPySbzeZzf6uSvIxXYLn8WI63d15++eXUqVMneuONN3xWuRYUFPj8+bpKYMPBq69XXXVVlfvbt28v/ty+fbvXBJZLj/kmf7NZm4wyyszk9Zb4cg025HhVyIM0+HC7T3bB9bwwyr9rmdevLfH7vTwv4N6+xme7eAWDeKXJq7cLO2YnlVFz7HuN+wjEfrhxr2TwEuqETeV9WIEyctwHc82PdewrueYrud5HqtIG13njxn40xzuRuuaHOtZB1QFEwhNPPEGLFy+mYcOGiTzI1yqpkgR27ty5Ve7PzMyk9evXi6ZNPXr0oCZNmojnfv3116KSlldft27dKvoQecvNgqXrBJb3z9asWbPK/dJ98lbPcrwEPnHixCr3lx3+k8rSQ68Zj7RAFzVvF2U5X4fGn33c+/f3NmgJ9D2VDmKCSV4h8rQQ+0r+MQ8n9n3Fvb/Yj2fcBzuIR5m8NuNer7EfzmQlGCP2tR734cZ+1Z8R3HgI13xgK1asoKlTp4puwdFSq1Yt0TT322+/Ff2LOHEdM2aMq5qWOx/z8Tvc9Thcuk5gA5Ug+3ps9OjRNHLkSLcZyYYNG1Lx0b2UmGahePJ3oQ2Hv6S06mtQcri2n38sghjAV97v/WKtdPUVlFNr7Ecr7iMd+9GO+1AG8Sij1G7cG/GaH06lDQQPsa/9az4m+EEJLttt164dxQJ3GuYbJ6x//fUX7du3j0pLS8XxOhdccEFEfoauE1ieCfC2ynr69Gnxp7fVWcbL6t6W1iu4q2JiRVwGELGiZKASzAVcWXdVP/8ABJG8Bvs9ID6xr8a4DyX2Yx33GMRHD675pIrYD+dajet8aBD7kY39QGe5hpu8Kpm4waQleHPjjTeKxkucWMYKLxS2atVK3CJN1wkszzRwvbUn6b5gD9IVjSwSylSZREabkgGLnJIDuQM1qwk2eY33jLzZnEQ2W7kuz880auwHG/fhDGAiNWEDkWPUuI/HNR+VNupi1NiPxjU/1NgHZYrspZSaWBrweQ574Ofo2dixY+m2224Te1X79OkjFvk8+VrYUyNdJ7D9+vWjRx55RByXc9lll4n7ysrKaOHCheLz+vXrB/X9xLl2CYE7dKlVKBfmSF7Aw01cIzmQxwxlcBD78Y17b9CsLPoQ9/GN/XCu957XeOwDDA5iXx9jHQCJtGj39NNPi1uoXYjVQhMJ7FdffUXFxcWiBTTbsWMHffzxx64lcT6Ml7tq8aG4u3fvFmfHsvvuu49mzJhBAwYMEBuX69SpQzNnzhT12GvWrAn6dZQ5rFSWqJ1fbjwv3FW+VmHyHOpMpK/VV8xsRgZivzhucY+BTPwg7qN7zQ8l7uNdaWMUiH1txD7GOKDUuHHjwjqaVG00kcAOHz6c9u/f7/p82bJl4sb27t0rWjXzrAHfeMOwfG/H2rVradSoUfToo49SSUkJXXjhhSIh9nU+kZGEk5Aq+v5BrPgq6rynohnJ9AwTFRedPXoAtCWasR/JuMcgHvQY95GetMEgHvR+zQcI14QJE3T1JmoigeXuVYHMmzdP3DzVrVtXrMxG6gJY7jR2DX2kBi9nv07ZbLq/izpm5KMPse/nvQllz1QUJmy8fU+UyocHcR+/a743uNbHDmJfXdd8xD6ABhNY0P6gJZxBTKgzkpiVB7XFPiZsQGtifc3HChSohdqv+Zi0rJRf4qAUZ+B0ptTqIKM5cOAAZWdnU0pKivg4kEaNGpFWIIGFiA9UYpm4YlYSjBj3AFqI/UjGPfocgFFjHyBU5513Hv3www906aWXiu2WgfbAookTaG6AHU2hrIRGM3n1VVaJLpXqo+XYj0bcY8LGOIwU+5EewKN0XruMFPfxuObb9HCuHyj2/vvvU7NmzcTHc+fOJT3BCmwQyh1WKo/BuWhaF27pbiQGMygfjizEfvTjLpy4R7xHB+I++vGHSht1Quyr+5oPoMTQoUPdVmMvvvhiysjIqPK8oqIi2rx5M2kJElgIWyQHz0ov6FpaibKYiTDpqU+RiP1YxjyqDEBN13wM4EFrYhn7/q75Sl8Hrvkg6datm6uc2BMfL8qPo4QYdCtaKz3BDGS0lLyCPsQ77kOJeZRRglpjP1LXe1QegF6v+aBcsc1ByQrW48psxmviJCc/ZtRTaWkpJSYmkpZgBRbiOhiIxsUcgxowUtyrId5NqUR2Y48NNEntsY/JSogWxD4YQUFBAeXl5bk+P3bsWJVuxFarVRw3Wq9ePdISJLAapoaBa6wH8RjQgNZjP9i4R8yDHmIfK09gxLiPxjXf13uBqhvw9MYbb9CkSZPEx9yBuF+/fuRrdfa5554jLUECG4QKu5XKCU2c4jWQicgeQB8diCPFbE4im62c9Aaxr88JG3Sk9A9xr97rvZYTGi1A7IcPkzYQbz169BBNmzhBHTVqFD366KNVzno1mUzUrl076tq1K2kJEljQ1cUcgxowUtwj3kGPcR/OxI23SUo0sgEjxD6Apy5duogbKy4upgceeIDq169PeoAEFjQxeMdFHYwW94h50CKsOoFRhRv7Sq75mLSsqshWSslUGvj9tQV+jhrZ7XZ6+OGHac2aNZSfn09t2rSh119/nS6//PKgvs/48eNJT5DAguoHMBjIg1ZgwgaMKJLXfAziQUswYQNRj7GyMnGG68aNG+ncc8+lDz74gG6++WbRjCktLS2o77Vr1y6aPXs27dy5UzRvkuM9smvXriWtQAILqr6IB5O8YmYS9BD3at/rnWYmKrFF7duDRqg19gGiDbEPsZSenk7jxo1zfT506FB68sknRTLaoUMHxd9n27Zt1LlzZ2rQoAH9/fff1L59ezp58iQdPnyYGjZsSM2aNSMt0dahP6CqC7j8FpWfgcEMGDDulcKEDegp9nG9By3EfTxjH9d89SssLBTNkrh50jnnnCNWNSdMmODz+UVFRfTEE0+Ifalms5kuvPBC+uijj/z+jD///FOsngabcHKX4Z49e9L27dtFU6f33nuPDh48SF988QXZbDaaMmUKaQkSWAj64h2LgbveBjMWc7xfAQQLcQ9GFK9rPkC8afmajyN01OHUqVP0zjvviH2rffv2Dfj8/v37izNYeX/qV199RZ06daI777yTFi9e7PX5JSUlNHjwYBo7dqzoLhyMzZs3i9XbxMTK1K+iokL8edNNN9FTTz1Fo0ePJi1BCbHB6WVgomRmEhd4UHPc623SBtRJ67GPVSjQS+zjmh8ZhVY7JVUkBXxeud1O0da4cWPKzc0VK69cnjtnzhyfz125ciWtXr1aJKuctLJu3brR/v376emnn6aBAwdSUtLZ/6/S0lK6/fbbRROn50I4s5VfV82aNUUCm5KSIj6XdOzY0XVerFYggdUotV2IIwkXdTBa7Acb8xjEGxNiPzJw/rG2IO4hkgoKCqqcg8q3SODEVanly5eLVdQBAwa43X/vvffSXXfdRT/99JOr0zCvlg4ZMkQktFz6mxDEz5Hw3ldOqlnz5s3p+++/p+uvv158/scffwS9ohtvSGCDUGYtobIKvGXRpKXkNT3DRMVF0Z/RUwPEfhTfWw3FvNEg7rUV+6iyiRzEvrpg0jJyuGGRHJfv+tunGi3cVKl169aUnOyeV3BzJelxKYF96KGH6OjRo7Rq1aoqz1fqyiuvpE2bNonS5rvvvlv8f/P3TE1NpXnz5tGgQYNIS5CNgeYHM7iwg1YheQWjCiX2ca0HPcB1P764cVG1atVcn0dq9TWU/bJNmzatcj+X+UqPMy4p5lJkbvJUu3Zt1/O++uoruuqqqxT/vDFjxtCRI0fEx8888wwdO3aMFi1aJFZzuTT51VdfJS1BAguqgAs6GA0mbMCocL0Ho0Lsxx8nr/IE1pf169eLPalKbNmyRXQQDpa/UmDpMd5Xy12Dw9WsWTNX52IuRX7zzTfFTauQwELcqf2CbraYg9ozZTYnkc1WHtXXBNoWzZj3VUbp8Di0HCAe1H69B4gWTFpGR4mtlBKdjoDPq7CXBvV9W7ZsSe+++66i5zZq1IiCVatWLdcqq9zp06fdVmIjwWq1in2vb7/9NvXp04f0AAksxBUGM2A0iHkwqnBiH+XDoGW47mtPdnY23X///VH7/u3ataMPP/yQysrK3Pa1bt26VfzZtm3biP0si8Uiktj09HTSC5wDC3G7mEfigo5BDWgJBjFgVIh9MKpoxz6qbrSpX79+VFRURJ988onb/XwubP369emyyy6L6M/r3r07rVmzhvQCK7BgiIEMulNCvGHCBowKySsYEeLemLi5UnFxMRUWForPd+zYQR9//LH4+MYbb6S0tDTxca9evcQxNsOHDxdH+3CJL6/IcqfhhQsXup0BGwnPPfcc3XrrraIZVP/+/cUKs+ce3EiWLUcbEliIKVzQwYgQ92BUiH0wokjFParMtIcTUu4cLFm2bJm4sb1791KTJk1cj3366aeiO/C4cePE3tdWrVqJJPaOO+6I+Ou65JJLxJ98ZNDEiRO9Pqe8XDv9W5DAgmYHMlq7sFvMREH0ggKdwAAejCiSca+1az0YG675sWW1cxOnwOlMhSO4Jk6h2rdvn+LnZmRk0LRp08Qt2saNG+e367HWIIGFqMPFHIzI6BM2YFzYJgJGhfEOqNWECRNIT5DAQlThYg5GhLgHo0LsgxFFI+4xaQnRkJ+fTz/++COdPHlS7MmtUaOGJt9odCEGVXcZ9gUXdjBi3AOoFWIfjArXfNCKyZMniw7H3EBqyJAhYk+u1KF46tSppCVIYCHicDEHI0LcgxFhshKMCpM2oCUzZ84UzZuGDRtGK1asIKfT6Xqsd+/e4j4tQQkxRAwG8GBEsYh7VByAGuGaT2RKJbI74v2bgFhC3KuLzeqghPLAR844Hcb+izp9+nQaOXIkvfLKK1W6Dbdo0YJ27dpFWoIEFsKmh4u5w6r9/weILTXGPc47BqPGPoCeYh+TlhBpe/bsoZ49e3p9LDMzk/Ly8jT1piOBBc0NYnBhh3jC4B2MCrEPRoXYB63LysqinJwcn0f/1KlTh7QEe2AhaNj3AUaEuAejilfsR2KyEtU1EG7cI3kFPejevbsoHy4uLnbdx+fClpWV0axZs3yuzqoVVmBBEVzAwYjUEPeoOACjxj5APGgp9rFtBJSaNGkSderUidq0aUP9+vUTySvvi92yZQsdOHCAli5dSlqCFVjQ/ewjLvBgxLgHCBZiH4wKsa9dDkc5OexlgW8O98ZFRtO8eXPauHEjtW7dWnQk5i7ECxYsoNq1a9OGDRuoUaNGpCWqT2CLioroiSeeEOcWmc1muvDCC+mjjz4K+HXz5s0TswvebseOHYvJa9citV/EsRoFRox7gGhB7IPR415t132McyBa2rRpQ6tWraLCwkI6dOgQFRQU0DfffCOSWq1RfQlx//796ZdffhEH7J5//vm0ePFiuvPOO6miooLuuuuugF8/d+5catWqldt9tWrViuIr1g61XbT1xGxOIpvN2LN9aobYB6PSSuxjEA9GjHuAWDCZTGJhUMtUncCuXLmSVq9e7UpaWbdu3Wj//v309NNP08CBAykpyf/ZT23btqWOHTuS0eHiHR3pGSYqLrJH6btDuBD3YFSIfTAqxD5AJd7bGgwtlRGrOoFdvnw5ZWRk0IABA9zuv/fee8Xq608//USXX3553F6fmuCCDUal59jHKhQYMe4B/EHsAyjTpEkTsXVSqfJy7VQOqjqB3bZtm6jLTk52f5nt27d3PR4oge3duzedOHFCnH90zTXXiC5cvCrrj91uFzcJ14jHAi7K/mEwH33xiH3EPcQbrvnahkZ9oUPsg9aV20spocJ/NSZzlpaS0bz//vtBJbBaouoE9tSpU9S0adMq99esWdP1uC/16tWjMWPGUOfOnalatWq0detWsY+WP+cuXB06dPD5tS+99BJNnDixyv1lDhuVUeC/JABahdgHI0Lcg1Eh9tUFE/UQSffcc49u31DVdyH2N3Pg77EbbriBpkyZIlZgr776ahoxYoRoE81fM27cOL8/c/To0ZSfn++6HTx4MKz/BwCJxazu9wKxD0aEuIdIGZJk0dSbidgHMJb8/Hz6+uuvadGiRZSbm0tapeoVWO4W7G2V9fTp024rscHUgl955ZX0448/BuzOxTcAo0HsgxEh7tUFq1Cxg9gHMI7JkyeLalSr1SoW9PiUlxo1alD37t3p+uuvp2effZa0QtUrsO3ataOdO3dSWVmZ2/1cDswC7WX1hg/uTUxU9f82AAAAAABARMycOVNsjxw2bBitWLFC5EMSrlbl+7RE1Zlcv379qKioiD755BO3++fPny/OL7rsssuC+n579+4V+195HywAgJphFQoAAMC/Clup4puRTZ8+nUaOHElvvvkm9ejRw+2xFi1a0K5du0hLVF1C3KtXL7GkPXz4cNENtXnz5vThhx/SqlWraOHCha4zYHk2gZPa3bt3U+PGjcV91113ndj7yh2LpSZOr7zyilgy5yV00BYM5gG0KTXFSY5SfXZBBAAA0II9e/ZQz549vT6WmZlJeXl5pCWqTmDZp59+KroJc+Ml3vvaqlUrkcTecccdbucW8U2+HM7lx0uWLKFXX31V1HrXqVOHrr32Wnr++efp/PPPj9P/DQAAAACA9ifquWnZgnLtvW4jysrKopycHK+P7du3T+RJWqL6BDYjI4OmTZsmbr7MmzdP3OTeeOONGLw6AAAAAAAA9erevbuoRL3lllvIbK48EoOrUrnP0KxZs3yuzqqV6hNYAAAAMAYtrkIBAKjdpEmTqFOnTtSmTRvRY4iTV94Xu2XLFjpw4AAtXbqUtETVTZwAAAAAAAC8Ki0jcii48fMMrHnz5qKRbevWrUVHYt52uWDBAqpduzZt2LCBGjVqRFqCFVgAAB1wFBfF+yUAAACASrVp00Y0wrXb7XTq1ClxBqzFYiEtwgosAIDKaKWM0pQS71cAAADx6C4P2lJaWkrFxcXiY5PJJI4jlZJXvp8f1xIksKB6WhnMAwAAAACozQMPPED333+/18cefPBBcWSpliCBBYixM83fAAAAAACibt26dXTzzTd7faxPnz60du1aTf0WsAcWAAAAAAC0x1FOVKGgQVNZORlZTk4OZWdne32sXr16dOzYMdISrMAC8H4OjW5iBwAAAG3DVimIturVq9Pff//t9TG+PzMzU1O/BCSwAAAAAAAAOtWtWzd66aWX6PTp02738+dTp06la6+9lrQEJcQAAAAAAAA6NWHCBOrUqRO1aNGCBg4cSA0aNKBDhw7RsmXLRAfiiRMnkpYggQUAAAAAANCpli1b0oYNG2jkyJH07rvvUnl5OSUlJVHXrl3p9ddfF49rCRJYAAAAAADQHKe9lKgs8I5IZ7m2zjmNhg4dOohuw1arlXJzc6lmzZpk1ujRGEhgAQBASM8wUXGRHe8GxAUa2QAARJ/FYhE3LUMCCwAAEWdKJbI78MYCAGhRmpmoxBbvVwGRlp+fTz/++COdPHmSbrzxRqpRo4Ym32R0IQZQwGwJvsTCbE7CewsAAAAAcTd58mSqX78+9erVi4YMGUJ79+4V93fv3l10ItYSJLAAAAAAAAA6NXPmTNFpeNiwYbRixQpyOp2ux3r37i3u0xKUEAMAAACcqZyx2crxXgBohaOMKElBxVt5GRnZ9OnTRQfiV155RXQgluOjdXbt2kVaghVYAAAAMIxQtoQAAGjZnj17qGfPnl4fy8zMpLy8PNISJLAAAAAAAAA6lZWVRTk5OV4f27dvH9WpU4e0BAksAAAAQACmFLxFAKBN3bt3F+XDxcXFrvsSEhKorKyMZs2a5XN1Vq2wBxYgTDg7EwAAAADUatKkSdSpUydq06YN9evXTySvvC92y5YtdODAAVq6dClpCVZgAQAAAABAm02clN4MrHnz5rRx40Zq3bq16EjMXYgXLFhAtWvXpg0bNlCjRo1IS7ACCwCgA6npGeQoLor3ywAAAAAVatOmDa1atYrsdjudOnWKatSoQRaLhbQICSwAAADoUqrFQg6rNd4vAwAgbk6cOEGzZ8+m77//no4cOSLuq1+/PnXr1o0efPBBqlWrluZ+O0hgAQAAAACA+JQpqw1vhF6sXbuWbr31ViooKKCkpCRRMszlw3/99RetWbOGXn31VVq+fDldffXVpCXYAwsAAADgQxqOjQUAja68Dhw4UByhw02a8vPz6ejRo3Ts2DHx8UcffUTp6el02223iZJiLUECCwAAAAAA2mMvI7KVBr7x8wzmvffeo/LyctG8iZPUtLQ012P88e23307/+c9/qLS0VDxXS5DAAgAYlJlrxQAMjo9CAwDQm2+++Ybuu+8+Ovfcc30+h7sP33vvvaK5k5YggQUAAAAAANCRnTt30pVXXhnweVdddZV4rpYggQUAAAAAANCRvLw8qlOnTsDn8XP4uVqCBBYAAADiLsmkzfMIAQDUyG63U0pKSsDnJScnk8PhIC3BMToAAAAAAKA9jjKiRAXrcRXGa+LE+LgcTlD9+fPPP0lrkMACAAAAAADozD333BPwOXwubEJCAmkJElgAAAAAAAAdmTt3LukVElgAAAAAAAAdGTp0KOkVmjgBAAAAAACo2A8//ECJiYk0ZcoUMjrVJ7BFRUX0xBNPUP369clsNtOFF15IH330kaKvPX78uKj9rl27NqWlpVGXLl1o7dq1UX/NAAAAAAAQXU57meKbllVUVIh86NJLL433S1EF1ZcQ9+/fn3755ReaOnUqnX/++bR48WK68847xS/yrrvu8ts6unv37uJco2nTpokzjmbMmEE33HADrVmzhrp27RrT/w8AACOwmJxktWurGQQAQLyPkCq3W/FLAJ9mz55NV1xxBZ0+fRrvktpXYFeuXEmrV6+mmTNn0kMPPUTdunWjd999l66//np6+umnqby83OfXvvfee7Rt2zZaunQp3X333eJrPv74Y5EEjxo1Kqb/HwAAABAdqekZeGsBIO4KCwtFjtGjRw8655xzRGffCRMmhF1leurUKbEYN378+Cj/H2iHqhPY5cuXU0ZGBg0YMMDt/nvvvZeOHDlCP/30k9+vbdmypSgblvA5SIMGDaKff/6ZDh8+HNXXDgAAAAAAxsCJ5jvvvCOqQPv27auoynT+/PkiMf3qq6+oU6dOosqUq03lRo8eTSNHjqSsrKwovnptUXUJMa+gtm7dusoBvO3bt3c9fvnll/v82quuuqrK/dLXbt++nRo0aOD1aznw+CbJz88Xf5Y4fK/4QhQlpIZXWpNiodKS4sDPSzaRw+r759jKnD4fs/p4zFbu9Hkfn7ulNoh9dSgP8VpTWlrh8zGHj8c841oey27xm0Jks525X/atHGc+tsvvc1b9s/RMvCPuQQ2xryTubbKXIsU8x7sU6/L4lj5mBQUFbt9b+hyxD5GOfX9x721Mo/R6L8U+x738Gi+PdelPz3iPedw7S8lZoex58tclMZlM4hYJjRs3ptzcXLHyevLkSZozZ07AKlNpayTjStP9+/eLKtOBAwdSUlIS/frrr7R582Z6++23I/IadcOpYi1atHD27Nmzyv1Hjhzhvw3OF1980efXpqSkOB966KEq92/atEl87eLFi31+7fjx48VzcMN7EM0Y2L17t1NtEPuI+Whf9xD3iDGj/tuK2I//7wA3/cS91Wp11qtXL6jXkpGRUeU+HvdEw4kTJ/x+//vvv1+8ntLSUrf7OT/hr9u4caP4/I033nBaLBZnrVq1xM1kMjnT0tKcgwcPdhqZqldgGc9ihPJYOF8rLdVLuBEUz6ocOHAg4sv3XC7ATaoi/TX+nuPrMW/3B7pP/jHPajVs2JAOHjxI1apVIyO/T/4+5xX9Ro0aUc2aNUltEPvB/06jGffefq5WYx9xH93fZzx+p3q75vt6PNx/GxH7+vt3XG+xr8VrPu8Z3bt3LzkcDsVfw6vBnuP/SK2+RqvK9P7776fbbrvN9TjnJ02aNKFnnnmGjEzVCWytWrVEPbknqQOXv78U4Xytr3ICTl4jfaHi8oBgv6eSr/H3HF+Pebs/0H3eHufPjf4+Bfqc8VleaoPYD/13Go249/ZztB77iPvo/D7j+TvVyzXf1+OR+rcRsa+va5meYl+r13xOYvmmRZyjNG3atMr9Un4i5TDcC4hvEj4WtFq1aiLPMTL1jaBl2rVrRzt37qSyMvezm7Zu3Sr+bNu2rd+vlZ4X7NfG0ogRI6LyNf6e4+sxb/cHui+U12+E9ynQ54DfqVKIfX2J1u9Tb9ezeMS9r8fV/G+jluBahvdJS9avXy9Wa5Xcfvvtt5B+RiiVovPmzaOxY8eS0SVwHTGpFHfkuvHGG0VLad7MLOnVqxf98ccfoqSXZ3q8mTVrFj3yyCP0448/0mWXXSbu40SYW1TzTAbfrxSXivDqK5dDRGOFRS/wPunvfdLSa40XvEf6e5+09FrjCe+T/t4nLb3WeML7pP/36OjRo7RixQpFz+Vuwp6VndzEiY/S4Q7D3o7S4VNS+DhQPhlFjpvM8iIbn/v64IMPhvl/oV+qLiHmRJXPbx0+fLj4i9C8eXP68MMPadWqVbRw4UJX8jps2DDRhnr37t1iryq77777aMaMGeIInqlTp1KdOnXEebJ//fUXrVmzJuiySg7AeNXJawXeJ/29T1p6rfGC90h/75OWXms84X3S3/ukpdcaT3if9P8eZWdni/2n0cKVopzT8OKafB+s2ipF1UrVK7DSIb9jxoyhpUuXiv2rrVq1Eo1m7rjjDtdz7rnnHpHA8mZu3tgsycnJEQcKf/nll1RSUiJWXydPnkzXXXddnP5vAAAAAABAzwKtwIZTZQoaSGABAAAAAADUjhPT4uJiKiwsFNWgXAl6++23i8c4YeUmTJIePXrQf//7X3r55ZddVabvvvuuqDK9++674/h/oX5IYAEAAAAAAMLElaD79+/3+phnpaiSKlPwDgksAAAAAAAAaIKqj9EBAAAAAAAAkCCBBQAAAAAAAE1AAhsldrud7r33XmrYsKE4/6pz5860adOmaP04TeMzey+++GJKSUnx2qnNiE6cOEE33XQTpaen0/nnn0+rV68mrUDsK4fYd4e4NwbEfVWIfWNA7Osn7iG+kMBGCZ/rdN5559HGjRspLy9PnGV78803i+N8oOpZWxMnTqS+ffvirTljxIgRVK9ePXFxf/XVV0UHu1OnTmni/UHsK4fYd4e4NwbEfVWIfWNA7Osn7iG+0MQphmrWrEnr1q2jDh06xPLHagYfGH3uuecafhWWu9JxrOzevVus4LNrrrmGhgwZIlqyaxFi3z/EfmU3RsS9sSDuKyH2jQexr8+4h9jR/Qosn8M0atQocdYSHyickJDgM0Hiv0xPPPEE1a9fn8xmM1144YXigOFI+PPPP8lqtVKzZs1IjdTyPmlRpN+7Xbt2UUZGhuuCztq1a0fbt2+P6+sKFWJfnxD3/iHu9Qux7x9iX5/UGvdgTLpPYLkU4Z133hH78gKVqPbv35/mz59P48ePFwcRd+rUie68805avHhxWK+By4YHDx5MY8eOFX9Z1UgN75NWRfq94ws/75uW48/5/ni+rlAg9vULce8b4l7fEPu+Ifb1S61xDwbl1LmKigpxYydOnHDy//L48eOrPG/FihXiscWLF7vdf/311zvr16/vLCsrc9137bXXOk0mk9fb2LFj3b7e4XA4b7rpJueQIUNcr0ON4v0+sWHDhnn9mWoX6fdu8+bNzho1arg95x//+Idz5MiRcX1dDLGP2Efc45ofiesDwzUf1/x4iPe/jVqNfbWOdcCYdL8CyyUOfAtk+fLlYnV0wIABbvdzJ+EjR47QTz/95Lpv7dq1ZLPZvN4mT57sel5FRYWo5U9KSqL33ntP0esw4vukdZF+71q0aCFmIA8dOuR6zrZt2+iCCy6I6+tiiH3EfrTiC3EfW7jmq+e9Q+zHFmJfX3EPxqT7BFYp/kvTunVrSk5Odru/ffv2rseD9dBDD9HRo0dpyZIlVb6vVkXjfeKutZzUlpeXu32sN0rfO77w33LLLWJvCe+b/vLLL+m3334TXazj+bqCgdhXxgixj7jXNlzzo//e4ZqvToh9fcU96AsSWFltP3dD8yTdF2xb7/3799OcOXPETFPt2rXFX1S+bdiwgbQs0u8TmzJlClksFpo3bx698MIL4uMPPviA9CaY927mzJliprJWrVr05JNPikkQjqN4vy4lEPvKGSH2Efe45hsx7hliH7FvxNhXa9yDvuhjWTBC/JVGBFv+27hxY95fTHoUyfeJ8eybr052Rn3vuMPfypUrY/SqEPvxeJ+MFPuIe21D3Ef/vcM1X50Q+/qKe9APrMCewbM/3laaTp8+Lf70NptkRHif9PfeqfV1qQ3eJ329b2p9XWqD90l/751aX5fa4H3C+wbqhQRWdvbUzp07xT40ua1bt4o/27ZtG/vfjgrhfdLfe6fW16U2eJ/09b6p9XWpDd4n/b13an1daoP3Ce8bqBcS2DP69esnuqF98sknbm8Qn2PFBzFfdtll8fj9qA7eJ/29d2p9XWqD90lf75taX5fa4H3S33un1telNnif8L6BehliDywfolxcXEyFhYXi8x07dtDHH38sPr7xxhspLS2NevXqRddffz0NHz6cCgoKqHnz5vThhx/SqlWraOHCheIoHL3D+6S/906tr0tt8D7p631T6+tSG7xP+nvv1Pq61AbvE9430DinATRu3FgcquzttnfvXtfzCgsLnY899pizXr16ztTUVGf79u2dH374odMo8D7p771T6+tSG7xP+nrf1Pq61Abvk/7eO7W+LrXB+4T3DbQtgf8T7yQaAAAAAAAAIBDsgQUAAAAAAABNQAILAAAAAAAAmoAEFgAAAAAAADQBCSwAAAAAAABoAhJYAAAAAAAA0AQksAAAAAAAAKAJSGABAAAAAABAE5DAAgAAAAAAgCYggVWZefPmUUJCgs/b+vXrSe1efPFF+uyzz0L6/963b19QXzdhwgTxdXIzZ84U3w+0BbGP2DcqxD5i34gQ94h7gFAlOJ1OZ8hfDVG5oN977700d+5catWqVZXH27RpQ9WqVVP1O5+RkUG33XZbUEnkiRMnaPfu3XTRRReRyWRS/HWHDh0St86dO7vua9u2LdWuXVsTyT6chdhH7BsVYh+xb0SIe8Q9QKiSQ/5KiCpOwjp27Kj7d9lqtZLZbKZzzjlH3IJ17rnnihvoB2JfGcS+/iD2lUHs6wviXhnEPcBZKCHWqIqKCnrrrbfowgsvJIvFQtWrVxerkP/+97/dnrd48WLq0qWLWBXlGz//vffec3vOmjVrqHv37mJlNy0tja644gpau3at11Ld7du305133klZWVlUt25duu+++yg/P9/1PH5OcXExzZ8/31X2fM0117iVC33zzTfi6zhh5Z9nt9t9lhCvWrVKvDb+efzc1q1b00svvVTldUmaNGkiXuN3333n+vl8X1FRkXiPHnrooSrvJf/MpKQk+te//hXy7wNiB7FfCbFvPIj9Soh9Y0HcV0LcA5yFBFalysvLqayszO3G90nuueceevzxx6lTp060ZMkS+uijj+jmm292SwDHjRtHd999N9WvX18kiMuXL6ehQ4fS/v37Xc9ZuHAh9ejRQySvnHQuXbqUatasST179qySxLJbb72Vzj//fPrkk0/o2WefFQnyk08+6Xr8hx9+EAn1jTfeKD7mG+9JlePkNSUlhT744AP6+OOPxcfecKLN34f/8Xr77bfpiy++oMcee0yUDPvC/49NmzYVpcjSz+f7OHnnn7to0SK3hJvx60tNTRWPQ/wh9hH7RoXYR+wbEeIecQ8QNN4DC+oxd+5c3pPs9ZaUlCSe8/3334vPx4wZ4/P77NmzRzz/7rvv9vmc4uJiZ82aNZ19+vRxu7+8vNzZoUMH56WXXuq6b/z48eJnvvLKK27PfeSRR5xms9lZUVHhui89Pd05dOhQn/9vQ4YM8fnY3r17xeeFhYXOatWqOa+88kq37+1Jel1yF1xwgbNr165Vnrt7925nYmKi84033nDdZ7VanbVq1XLee++9Pn8GxAZiH7FvVIh9xL4RIe4R9wChwh5YlVqwYIEol5WTSmW/+uor8eeIESN8fv3q1avFrKa/52zatIlOnz4tVmV5hVfuhhtuoFdeeUWUA6enp7vu51Veufbt25PNZqPjx4+LkmIleBU3EH5tBQUF9Mgjj1TpMhwqXpnt3bu3WHHl1Wv+vryCfOrUKfrHP/4RkZ8B4UPsI/aNCrGP2DcixD3iHiBYSGBVipNXX02cuGMv79msV6+ez6/n5zB/DY5ycnLEn9wx2BdOcOUJbK1atdwelzoGczMmpbKzswM+R8nrDwUnrrynlhN8Lp2eMWOG2CN88cUXR/TnQOgQ+4h9o0LsI/aNCHGPuAcIFhJYDeLmR7y6euzYMZ/JoNTRl/eLNmzY0Otz+KgZxs2g5MfQyCldVQ2GkhVV+euPpGuvvVZ0PJw+fbrYF7t582axDxi0AbEfOsS+tiH2Q4fY1y7EfegQ96BnaOKkQb169RJ/zpo1y+dzeHWRV2n9PYe7DXNn3h07dojVXm83bm4ULF6VDWZF1pvLL79cdB7m5k3BHlUc6OdzI6gVK1bQ6NGjRYI+YMCAsF4rxA5i3z/Evn4h9v1D7OsT4t4/xD0YFVZgVWrbtm1V9qWyZs2a0VVXXUWDBw+mKVOmiDJg3tfJF7EtW7aIo2YeffRRcXTMc889R5MnTxbJnHT0DSerJ0+epIkTJ4oVSF595T2wXCrMpcR16tQR5bu///67+NNfAuxLu3btaP369aJrMK8QZ2ZmUsuWLYP6HvzaXnvtNbr//vvpuuuuowceeEAkm3///bd4bbyC6u/nc1dm7s7M+175nFm+TzJo0CCRvH7//fc0duzYkJJ0iB7EPmLfqBD7iH0jQtwj7gGCFnL7J4h5Vz6+vfvuu65OwdxNt23bts7U1FRnVlaWs0uXLs4vvvjC7fstWLDA2alTJ9EpOCMjw3nRRReJnyH33XffOW+66SbRkTglJcXZoEED8fmyZcuqdPs9ceKE3+7B7LfffnNeccUVzrS0NPGY1BFYeu4vv/zi8/9b/n3YypUrxddzZ2P+fm3atHG+/PLLVV6X3L59+5w9evRwZmZmiscaN25c5efdc889zuTkZOehQ4cC/EYgVhD7iH2jQuwj9o0IcY+4BwhVAv8n+LQXQLscDodYob7yyivFubcARoHYB6NC7IMRIe5Br1BCDIbBJdF//fUXzZ07V5ReP/vss/F+SQAxgdgHo0LsgxEh7kHvkMCCYXDjpnvvvVfsy+WzYHF0DhgFYh+MCrEPRoS4B71DCTEAAAAAAABoAo7RAQAAAAAAAE1AAgsAAAAAAACagAQWAAAAAAAANAEJLAAAAAAAAGgCElgAAAAAAADQBCSwAAAAAAAAoAlIYAEAAAAAAEATkMACAAAAAAAAacH/AzNmnvB8+2qyAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "truncation_level_plots(target_obliquity=0., target_viscosity=1.e14, target_shear=3.e9, target_rheo='Sundberg-Cooper',\n", " target_k2=0.33, target_q=100., \n", " orbital_period=6.,\n", " host_spin_period=None, host_k2=0.33, host_q=6000., host_obliquity=0.,\n", " order_l_cases=(2, 2, 2, 2),\n", " eccentricity_trunc_cases=(2, 6, 10, 20), \n", " zpoints=np.linspace(-4, 4, 60), zticks=(-4, -2, 0, 2, 4),\n", " ztick_names=('$-10^{4}$', '$-10^{2}$', '$0$', '$10^{2}$', '$10^{4}$'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Higher Order-l\n", "These can take quite a while to run!\n", "\n", "We move the planet much closer to allow for more difference at the higher l's." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Case 4 completed." ] }, { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\joepr\\AppData\\Local\\Temp\\ipykernel_12192\\918181683.py:153: UserWarning: Adding colorbar to a different Figure
than
which fig.colorbar is called on.\n", " cb = plt.colorbar(cb_data, pad=0.03, cax=colorbar_ax, ticks=zticks)\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "truncation_level_plots(target_obliquity=0., target_viscosity=1.e22, target_shear=50.e9, target_rheo='Sundberg-Cooper',\n", " target_k2=0.33, target_q=100., \n", " orbital_period=0.05,\n", " host_spin_period=None, host_k2=0.33, host_q=6000., host_obliquity=0.,\n", " order_l_cases=(2, 3, 4, 5),\n", " eccentricity_trunc_cases=(14, 14, 14, 14), \n", " zpoints=np.linspace(-16, 16, 60), zticks=(-16, -8, 0, 8, 16),\n", " ztick_names=('$-10^{16}$', '$-10^{8}$', '$0$', '$10^{8}$', '$10^{16}$'))" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.12" } }, "nbformat": 4, "nbformat_minor": 4 }