{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 2D maps of structure functions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This example will demonstrate how to create maps of various structure functions from a 2D velocity field. These maps describe how the structure functions vary with separation distance _and_ separation direction.\n", "\n", "**General procedure:**\n", "\n", "1. Set up plot environment & load/format the velocity data set\n", "2. Calculate 2D maps of structure functions\n", "3. Format output to create 2D (x-y) map of structure functions\n", "4. Plot 2D maps of structure functions\n", "5. Validate 2D-map structure functions against other modules" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup plot environment & load/format the velocity data set \n", "We will use `h5py` to load a `.jld2` file, the output from `GeophysicalFlows.jl`, a numerical ocean simulator written in Julia. The data consists of 2D (horizontal) fields simulated a periodic domain. There are multiple snapshots of this data, corresponding to different times. We will " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import warnings\n", "\n", "import h5py\n", "import matplotlib_inline.backend_inline\n", "import seaborn as sns\n", "\n", "warnings.filterwarnings(\"ignore\") # Ignore warnings for the purpose of this tutorial\n", "\n", "sns.set_style(style=\"white\")\n", "sns.set_context(\"talk\")\n", "matplotlib_inline.backend_inline.set_matplotlib_formats(\"png\", dpi=200)\n", "\n", "\n", "f = h5py.File(\"example_data/2layer_128.jld2\", \"r\")\n", "grid = f[\"grid\"]\n", "snapshots = f[\"snapshots\"]\n", "\n", "# Initialize the grid of x and y coordinates\n", "x = grid[\"x\"][()]\n", "y = grid[\"y\"][()]\n", "\n", "# Isolate the top layer [0] of the final snapshot ['20050'] for the example calculations\n", "u_data_for_example = snapshots[\"u\"][\"20050\"][0]\n", "v_data_for_example = snapshots[\"v\"][\"20050\"][0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Make a couple of quick plots to see the velocity fields." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculate 2D maps of structure functions\n", "By default this calculates the velocity advective structure function, but we also specify the traditional longitudinal structure functions (LLL and LL; the latter is calculated by default when LLL is calculated)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import fluidsf\n", "\n", "sf_2D_maps = fluidsf.generate_sf_maps_2d(\n", " u_data_for_example, v_data_for_example, x, y, sf_type=[\"ASF_V\", \"LLL\", \"LL\"]\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Format output to create 2D (x-y) map of structure functions\n", "\n", "For computational efficiency, the package only calculates structure functions for separation vectors $\\bf{r}$ where $\\bf{r}\\cdot\\bf{\\hat{x}} \\ge 0$. The structure functions for the other half of the domain ($\\bf{r}\\cdot\\bf{\\hat{x}} \\lt 0$) can be diagnosed from reflectional symmetry, noting that the structure functions here have the property $SF(\\mathbf{r})=SF(-\\mathbf{r})$. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Now we construct a 2D map of the advective structure function\n", "# To do this, note that a separation vector with a positive x and y component\n", "# is equivalent to a separation vector with negative x and y component,\n", "# similarly the negative-y positive-x quadrant maps to positive-y negative-x\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "# First we construct these polar map arrays by appending these quadrants to the two\n", "# already calculated\n", "\n", "TwoD_map_x_separations = np.append(\n", " -np.flip(sf_2D_maps[\"x_separations\"]), sf_2D_maps[\"x_separations\"], axis=0\n", ")\n", "TwoD_map_y_separations = np.append(\n", " -np.flip(sf_2D_maps[\"y_separations\"]), sf_2D_maps[\"y_separations\"], axis=0\n", ")\n", "TwoD_map_advective_SF = np.append(\n", " np.flip(sf_2D_maps[\"SF_advection_velocity_xy\"]),\n", " sf_2D_maps[\"SF_advection_velocity_xy\"],\n", " axis=0,\n", ")\n", "TwoD_map_LL_SF = np.append(\n", " np.flip(sf_2D_maps[\"SF_LL_xy\"]), sf_2D_maps[\"SF_LL_xy\"], axis=0\n", ")\n", "TwoD_map_LLL_SF = np.append(\n", " np.flip(sf_2D_maps[\"SF_LLL_xy\"]), sf_2D_maps[\"SF_LLL_xy\"], axis=0\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot 2D maps of structure functions\n", "We plot maps of the three velocity-based statistics that were diagnosed by the package: \n", "\n", "- Advective structure function, \n", "- Third-order longitudinal structure function, and \n", "- Second-order longitudinal structure function" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(1, 3, figsize=(15, 5), layout=\"constrained\")\n", "\n", "Advective = axs[0].pcolormesh(\n", " TwoD_map_x_separations,\n", " TwoD_map_y_separations,\n", " TwoD_map_advective_SF,\n", " vmin=-4,\n", " vmax=4,\n", " cmap=plt.cm.RdBu_r,\n", ")\n", "axs[0].set_xlabel(\"x separation [m]\")\n", "axs[0].set_ylabel(\"y separation [m]\")\n", "axs[0].set_title(\"ASF$_{V}$ [m$^2$ s$^{-3}$]\")\n", "\n", "cbar = fig.colorbar(Advective, ax=axs[0], location=\"bottom\")\n", "# ticks = cbar.get_ticks()\n", "\n", "# # Remove -10e-5 and 10e-5 from the ticks\n", "# ticks = [tick for tick in ticks if tick not in [-10e-4, 10e-4]]\n", "# cbar.set_ticks(ticks)\n", "\n", "axs[0].axhline(0, color=\"black\", lw=0.5)\n", "axs[0].axvline(0, color=\"black\", lw=0.5)\n", "\n", "LLL = axs[1].pcolormesh(\n", " TwoD_map_x_separations,\n", " TwoD_map_y_separations,\n", " TwoD_map_LLL_SF,\n", " vmin=-4,\n", " vmax=4,\n", " cmap=plt.cm.BrBG,\n", ")\n", "axs[1].set_xlabel(\"x separation [m]\")\n", "axs[1].set_title(\"SF$_{LLL}$ [m$^3$ s$^{-3}$]\")\n", "\n", "cbar = fig.colorbar(LLL, ax=axs[1], location=\"bottom\")\n", "# cbar.set_ticks([-0.05, 0, 0.05])\n", "axs[1].axhline(0, color=\"black\", lw=0.5)\n", "axs[1].axvline(0, color=\"black\", lw=0.5)\n", "\n", "LL = axs[2].pcolormesh(\n", " TwoD_map_x_separations,\n", " TwoD_map_y_separations,\n", " TwoD_map_LL_SF,\n", " # norm=LogNorm(vmin=1e0, vmax=1e1),\n", " cmap=plt.cm.RdPu,\n", " vmin=0,\n", " vmax=10,\n", ")\n", "axs[2].set_xlabel(\"x separation [m]\")\n", "axs[2].set_title(\"SF$_{LL}$ [m$^2$ s$^{-2}$]\")\n", "\n", "cbar = fig.colorbar(LL, ax=axs[2], location=\"bottom\")\n", "# cbar.set_ticks([0, 1, 2])\n", "axs[2].axhline(0, color=\"black\", lw=0.5)\n", "axs[2].axvline(0, color=\"black\", lw=0.5);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot some other useful output: separation distance and separation angle\n", "The 2D map modules also output separation distance and angle. These could be useful for users, for example when binning or performing analyses. We visualize them here\n", "to demonstrate how to access and use these arrays" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(1, 2, figsize=(9, 4), layout=\"constrained\")\n", "\n", "distances = axs[0].pcolormesh(\n", " sf_2D_maps[\"x_separations\"],\n", " sf_2D_maps[\"y_separations\"],\n", " sf_2D_maps[\"separation_distances\"],\n", " cmap=plt.cm.viridis,\n", ")\n", "\n", "axs[0].set_title(\"Separation Distance [m]\")\n", "axs[0].set_xlabel(\"x separation\")\n", "axs[0].set_ylabel(\"y separation\")\n", "\n", "# Make a colorbar for the ContourSet returned by the contourf call.\n", "cbar = fig.colorbar(distances, ax=axs[0])\n", "\n", "angles = axs[1].pcolormesh(\n", " sf_2D_maps[\"x_separations\"],\n", " sf_2D_maps[\"y_separations\"],\n", " sf_2D_maps[\"separation_angles\"],\n", " cmap=plt.cm.bwr,\n", ")\n", "\n", "axs[1].set_title(\"Angle [radians]\")\n", "axs[1].set_xlabel(\"x separation\")\n", "\n", "# Make a colorbar for the ContourSet returned by the contourf call.\n", "cbar = fig.colorbar(angles, ax=axs[1]);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Validate 2D-map structure functions against other modules\n", "First, let us check that the polar code calculates the same zonal (purely x-separated) and meridional (purely y-separated) advective structure functions as the core 1D calculation modules. Then we will repeat for the third- and second-order longitudinal structure functions. We will start by calculating the zonal and meridional structure functions directly." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "sf_zonal_meridional = fluidsf.generate_structure_functions_2d(\n", " u_data_for_example, v_data_for_example, x, y, sf_type=[\"ASF_V\", \"LLL\", \"LL\"]\n", ")" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAABKUAAAPYCAYAAAALpkraAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/SrBM8AAAACXBIWXMAAB7CAAAewgFu0HU+AAEAAElEQVR4nOzddVhU2f8H8DfdUgIqoCIGCgbY3WKj2N2uhbm269odu+aqa3cHKrZrC2KgIoqiCIIiHSIxML8/+DFfbsxwZ5hA/byex+fxHm6cmRtz7+ee8zlaYrFYDEIIIYQQQgghhBBC1Ehb0xUghBBCCCGEEEIIIb8eCkoRQgghhBBCCCGEELWjoBQhhBBCCCGEEEIIUTsKShFCCCGEEEIIIYQQtaOgFCGEEEIIIYQQQghROwpKEUIIIYQQQgghhBC1o6AUIYQQQgghhBBCCFE7CkoRQgghhBBCCCGEELWjoBQhhBBCCCGEEEIIUTsKShFCCCGEEEIIIYQQtaOgFCGEEEIIIYQQQghROwpKEUIIIYQQQgghhBC1o6AUIYQQQgghhBBCCFE7CkoRQgghhBBCCCGEELWjoBQhhBBCCCGEEEIIUTsKShFCCCGEEEIIIYQQtaOgFCGEEEIIIYQQQghROwpKEUIIIYQQQgghhBC109V0BQghhBBCCCGEKF9cXByePHmCqKgofP/+HUZGRjAzM4OjoyMqVaoEKysrTVeREPKLo6AUIUSp1q9fj3/++YdRZmZmhtu3b8PY2FhDtcozaNAgBAQESKa7d++OFStWaLBGv4b8m2BZZs2ahdOnT0um69Wrh/3796u6aqQYqlKlCmN6+fLl8Pb21lBt1K+onz8jIwOGhobKrtZPjb4z5RJyzSeql5CQgAULFuDq1avIzc3lncfHxwcTJkxQc81+DUKuK/7+/hg8eDCj7Pr163BwcFBl1Qgpdqj7HiFEaXJzc3HmzBlOeWpqKi5cuKD+ChGN+v79O9atW4dly5ZpuiqE/PTevXuHgQMHIigoSNNV+aH8999/6Nixo6ar8VP48uULJkyYgEuXLmm6Kr+8L1++oH///rh8+bLUgBQAuLi4qLFWvw66rhAiHwpKEUKU5s6dO/jy5Qvv3w4fPqzm2hBNunnzJjp16oRt27YhOztb09Uh5Kf1/ft3rF27Ft26dcOjR480XZ0fxufPnzFhwgT89ttviIqK0nR1fmgikQi7du1Chw4dcPXqVYjFYk1X6Ze3aNEifPjwodD5KCilXHRdIUQx1H2PEKI0J0+eZEzr6upCJBIBAIKDg/HixQtUr15dE1UjarRkyRLqekeIGiQlJcHb25sefuQUGBiIUaNGIT09XdNV+Sl0794doaGhmq4G+X+vX7/G9evXGWXGxsYYMWIE6tevD1NTU3z79g2fPn2ibmJKRNcVQhRHQSlCiFIkJSXhxo0bkmkLCwvUr18fly9flpQdOXKEglK/gDdv3mi6CoT8EtLS0iggpYCIiAh6cFQiCkgVL/7+/pyylStXol27doyyOnXqqKtKvwS6rhCiOApKEUKU4ty5c4xuWrVr10bbtm0ZQakLFy5g1qxZMDMz00QVSTG2YsUKSjpPCCioSwgpmujoaMZ0iRIl0KZNGw3VhshSv359uuYTAsopRQhRklOnTjGm69Spg5YtW8LAwEBS9v37d5w9e1bdVSOEEEII+SV8+/aNMe3o6AhtbXrkI4QUX3SFIoQUWXBwMEJCQhhljRs3hqmpKZo3b84oP3r0qDqrRgghhBDyy8jJyWFMGxsba6gmhBAiDAWlCCFFxk5wXr58eVSpUgUA0KVLF8bfQkNDERgYqLa6EUIIIYT8KtijH2ppaWmoJoQQIgzllCKEFElWVhYuXLjAKCuYTLNFixawsLBAUlKSpOzIkSNKS7ApFovx9u1bBAcHIz4+Htra2ihVqhSqVKkCZ2dnpWxDE3Jzc/Hy5UtERkYiLi4OmZmZsLKygo2NDdzd3VGiRAmlbi8tLQ2vXr3C+/fvkZKSAm1tbZibm6N8+fJwc3ODkZGRUrf3I8vOzkZQUBCio6MRHx8PkUiEkiVLws7ODu7u7r/Ud5WamoqnT58iNjYW8fHx0NfXh7W1NcqWLYvq1atrtMvIly9f8Pz5c8TFxSElJQUmJiawtraGk5MTXFxclP6g9v79e7x+/Rpfv37F9+/fYWpqCmtra1SvXh2Ojo5K3davJCcnB6GhoXjz5g0SExORlZUFc3NzWFpaMl6AaFp4eDgePXqExMRElClTBnXr1oWdnZ2mqyXV169f8erVK0RGRiItLQ1GRkawsLBAlSpVULlyZejo6Gi6imqTlJSEe/fuISoqChYWFnB3d0elSpUEL6/u3+tfgVgsRkhICN68eYO4uDiIxWLY2NjA0dERtWrVgq6uch5hc3NzJdeX+Ph4ZGZmokSJErC1tUWNGjWK9TlcUG5uLl69eoWwsDDJddLS0hLW1taoUaMGSpYsqZLtJiUl4dmzZ4iIiMC3b99QokQJlCxZErVq1VLKd5eQkIDnz58jOjoaqampMDAwgIWFBUqWLImaNWtSjtqfCAWlCCFFcu3aNUbACQDat28v+b++vj46duyIQ4cOScouX76MOXPmwMrKSuHtZmRkYN++fTh69Cg+ffrEO4+bmxtGjx4NT09PQesUiURo0aIFYmNjJWXNmzfH9u3b5a5famoqGjdujMzMTEnZ5MmTMXbsWJnLffjwAdu3b8eNGzc432s+XV1deHh4YPDgwWjbtq3cdSvo7t27OHDgAO7evctIVF+Qnp4eWrdujWHDhqFWrVq888h6MDx9+jROnz7NKGMn9pw1axZjnnr16mH//v2S6aSkJDRt2hRZWVmSsv79++PPP/+Uul1p3r9/jw4dOjDKVq9eja5du8pc7uXLl9i+fTvu3r3LydmRz8DAAPXr18fIkSNRv359uesmxM2bNzFmzBhG2V9//cX5TEIcOXKE8R1qa2vjxo0bKF26tMzl/Pz8cOjQITx58gQikYh3HgsLC7Rq1Qrjxo1TW1AmLS0NR48exbFjxxAeHi51PhsbG7Ru3Rq//fYbypQpo/D2EhIScODAAZw9e1bqdQjIy+nSp08fDBw4sNCgJftcWr58Oby9vSXTp06dwuzZs6UuP3jwYMZ09+7dsWLFCpw8eRJz5sxh/G3dunXo1KmTzPrwOX78OObNmyeZNjY2xr1795TaTSg0NBT79u3DpUuXkJqaKnW+kiVLokmTJujfvz9q1qwpdT72NYZN3u998ODBmDt3LrKzs7F8+XIcOXKE0W1KW1sbLVq0wNSpUyUBjkGDBiEgIEAyT/6+EerTp09o3bo1o2zfvn2CrzVZWVk4e/Ysjh07hufPn0udr0SJEujWrRuGDRvGe374+/tzjrOCZs+ezfiu2NdzoPDvuzB854G0hNHs783FxUWS3/Lo0aNYvXo15xhzdXWFj48PWrZsKbUO6v69lmbjxo3YtGmT1L8HBARwvm/2PmnVqhVjJM8JEybAx8dHcB34jonr16/DwcGBd/6C9TEzM5O0oP/+/Tv27NmDQ4cO4evXr7zLmpubw9PTExMmTFA48BEdHY29e/fiwoULjHs+vnr2798fPXv25A2EFfW6Iu/3xvb27Vvs2rULV69elXqd1NLSQrVq1dCjRw/07t0benp6gtbNPq5mz56NoUOHAgCePn2KrVu34s6dO8jNzeXdpqurK4YPHy73b0x2djaOHz+OU6dO4cWLF1Ln09HRQY0aNdC+fXv06tULJiYmcm2HFC/UfY8QUiTsrnuVK1eGq6sro4x9o5mVlcVJjC6PZ8+eoWPHjli7dq3MB8GXL19i4sSJmDZtGiM4JI2uri4nMHHv3j0kJCTIXcdLly4xtqmtrY1u3bpJnT8rKwtLlixB586dcerUKak3uEBe8CwgIAATJkxAv379EBkZKXf9IiMjMWjQIIwYMQI3b96UGpAC8m4QLl26hL59+2LRokUy51WV/ABHQX5+fgrVhZ1s39TUlDNUdkGpqamYNm0aevbsicuXL0sNSAFAZmYmbt++jcGDB2PMmDEKHTuFadasGWxsbBhl586dU2hd7O+iYcOGMgNS7969Q+/evTF58mQEBARIDUgBeYHEU6dOoUOHDli9ejUnz4myXbx4Ea1atcKqVatkBqQAIDY2FkeOHIGnpyfWrl0rd93EYjEOHDiA1q1bY/PmzTKvQ0De+bZmzRp06dIFT548kWtbytK+fXtO0MjX11ehdbGPN09PT6UGpDZs2IBu3brh+PHjMgNSABAXF4czZ86gd+/e+P3339U+JPv8+fNx8OBBzjGUm5uLGzduMEag1aQHDx6gffv2mDdvnsyAFACkpKRg37596NSpE44fP66mGqrf6dOnMX/+fN5jLDg4GLt27eJdTt2/17+K169fo0uXLvjrr7+kBqQAIDk5GceOHUP79u1x/vx5ubaRnZ2NDRs2oF27dtizZ4/MgBSQF+j8888/0bNnT4SFhcm1LVVKT0/HH3/8gS5duuDUqVMyr5NisRjBwcFYtGgR2rdvj3v37im83dzcXKxcuRL9+vXDrVu3eANS+dt8+fIlpk6dikGDBiEtLU3Q+t+/f48uXbpg4cKFMgNSQF4r2qdPn2L58uXw9PTErVu35P48pPigoBQhRGGfP3/G/fv3GWXdu3fnzFe9enVUrlyZUXbs2DFO3gMh/vvvPwwcOJDxRq8w58+fx+TJkwU9ePbo0YMxLRKJcPHiRbnryX7Yb9SokdSH/ZSUFIwYMQL79++X+ZDP58mTJ+jTp0+hDxkFPX36FD169GC8sRdCLBbj4MGD8PHxYbRYUhd2cDMxMRF3796Vax1isZjzIN6pUycYGhryzv/582f0798f58+fl/t4vXnzJvr27VtogEReOjo68PLyYpTduXNH5oMRn8jISE6ARFZLhYcPH6Jfv34ICgqSazvZ2dn4999/MW7cOJUFDJYsWYIpU6YgOTlZruWysrKwfft2jB49utDgRz6RSITp06dj8eLFcn+eyMhIDB8+HA8ePJBrOWUwMTHhBF/v3r0rd+A0Ojoajx49YpTxXfcVtWTJEmzevFmhIKavry9GjhyptuvTpUuXCn3BokgLRmU7ePAghg0bJtfvJpD34Dtv3jxs27ZNRTXTnKioKCxatEjmPHz7Tt2/17+KV69eYeDAgXIF7dLT0zFjxgzcuHFD0Pzfvn3DqFGjsHnzZrlfaIWEhGDAgAF4/fq1XMupQkxMDLy9vRW6j/706RNGjRqFgwcPKrTt2bNnY9euXXJtNyAgACNHjiz0fAkPD0e/fv3w4cMHuesVGxuLsWPHCj4WSPFD3fcIIQo7ffo04y0JX0ujfN7e3oxuCh8/fsT9+/fRuHFjwdsLDQ3FxIkTOTcTJUuWhLe3N+rVqwdLS0skJiYiMDAQp06dkrxtu3HjhqAcMs7OzqhZsybjwfvcuXMYOHCg4HpGRUVxkrlLe9jPzs7GyJEjOQ/62traaNWqFVq0aIHy5cvDyMgI8fHxePz4Mc6fP894uIiPj8fw4cNx+vTpQrtJffz4ESNHjuS8tdLT00P79u3RvHlzlClTBvr6+oiMjMTVq1dx6dIlxn6+efMm/v77b0yfPl1SVrCLZEBAABITEyXT9vb2cHNzk1kvIZo0aQJbW1vGG9Rz587J7F7BFhgYyHkwk7ZvUlNTMWjQIM5Nsp6eHjp06IAmTZrAwcEBenp6iI2NxcOHD3HhwgXEx8dL5v348SOGDRuGM2fOwNzcXHA9C+Pt7Y1///1XMp2dnQ0/Pz/069dP8DrYgVMzMzOp3UtevHiBkSNHcs49CwsLeHl5oV69erC1tUV2djaio6Nx69YtXL58mREc+O+//zBt2jRs3bpVcB2F2LBhA6drEACULVsWnTp1gru7O6ytrZGamoq3b9/Cz8+PE4y7e/cuxo8fj927dxeaS2fp0qW8LYwqVqyITp06oUaNGrC0tERaWhqCgoJw5MgRxjH3/ft3TJo0Cb6+vgp1PbG3t5ecb9+/f8ft27cZf69bty6ja3T16tUl/+/evTvOnDkjmc5vBdm/f3/B2z937hzjgcTe3h716tWT92Pw+u+//zj70sTEBF5eXqhTpw7KlCkDIyMjpKen48OHD7h69Spu3rzJmP/x48fYs2cPRo8ezSivXr26JIgYFRWFly9fMv7O7uZtb28vs66ZmZmFdr2rXLmyxnMb+vn58QZfrK2t0alTJ9SvXx+2trbIzc3FmzdvcPr0aTx9+pQx77p16+Di4iIZTdfKyorxfbFbg7m5uTG+v4oVKyrzIynFypUrZQaVdXR0OMeEun+vhXJ2dmbU9eXLl4xtWlpacs7R4rRPsrOzMX78eMmLAS0tLbRo0QKtW7eGk5MT9PX1ER0djWvXruHSpUuM36GcnBwsXrwYjRs3hoGBgdRtiMViTJs2jfeFQI0aNdCxY0dUqVJFkgM1ICAAx44dY/yeJyYmYsKECTh79qykq5iyryuFSU1NxahRo3gDN02aNEG7du1Qvnx5mJiYIDY2FgEBAfD19WW0CMvJycGiRYugr6+PXr16Cd720aNH8f79e8m0ra0tunfvjtq1a8Pa2hopKSl48+YNjhw5wnkZ9/TpUxw7dkzqb41YLMb06dM5L9dq1aqFDh06oFKlSjA3N4eWlhbi4uLw9OlTnDx5knE/mJOTg7lz5+Lq1aswNTUV/LlI8UBBKUKIQsRiMacffdOmTaUmU+zatSvWrFnDeFNy5MgRwUEpsViMWbNmcbrheXp6YsmSJZxEok2bNsWoUaOwdOlSyZtsoW92vL29GTedQUFB+PjxI8qVKydoefZDW4kSJdCmTRveedeuXcu5wa1YsSLWrl0LFxcXzvzNmzfHhAkTsHXrVmzZskVSnpqaismTJ+Pw4cPQ19fn3Vb+jz47IOXu7o5Vq1ahbNmyjPLq1aujY8eOGDBgAMaPH8+4Wdi1axe8vLwkLeA2bNgg+Rs7b0q9evXkypsijY6ODrp168bI8XXjxg2kpaUJvgFhB2KcnJyk5smaO3cuJyBVu3ZtrF69mvfGsnXr1pg0aRJWrlyJY8eOScqjo6Mxa9YspQZjnJ2dUatWLTx79kxS5uvrK1dQih1Y6dixI+9NfWpqKqZMmcIJSPXt2xczZszg5HGoXbs2unTpAh8fH8ycOZPxgHvjxg3s3r0bw4YNE1xPWa5du4bNmzczyrS1tTFp0iSMGDGCkzujYcOGGDx4MK5du4Y5c+YwWlb5+/tj3bp1jGAr261btxj58YC8IOWsWbPQv39/TmL3+vXrY/DgwViwYAHjepmcnIxly5bh77//lvsz169fX5JDiC/HkI+Pj9QcQ/Xr14e9vT3jgdXX11fuoFRB3bp1U1rSeHb+vgoVKmD37t0oVaoUZ14PDw/06NEDt27dwqRJk/D9+3fJ3/bs2YPhw4czcsAMGDAAAwYMAMCfj6jgNUyICxcuMK6l1atXR61atZCTk4O3b98iMDBQ462kYmNjGbm/8vXu3RszZ87kXDdr1aqFPn364ODBg1iyZAnjZcQff/yBa9euQV9fH5UqVWJ8X+y8OQMGDJArP5S6ffr0idHixd7eHg0aNIC5uTnCw8Nx//59STC7IHX+XsujY8eO6Nixo2SaneeIvb+Km4yMDERHRwPIG7157dq1nBdZ+bmDhg0bhrFjxyImJkbyt+joaFy+fFlmXshDhw5xAtgmJiZYsmQJ47vL16hRIwwbNgzTpk3DnTt3JOWRkZHYvHkzZsyYAUD515XCzJw5k5M7zd7eHqtWreIdQKhly5aYMGEC1q9fzwn4L168GK6urqhWrZqgbecHpLS0tDBy5EhMnDiRc/w2atQIgwcPxrJly3DgwAHG3/bs2SP1t+bhw4ecFoQzZ87E8OHDeedv3rw5Ro4cid9//52xXxMSEnDq1CmZOe9I8UTd9wghCgkICEBERASjTNZNqLW1NZo1a8You3Hjhsy8AQVdvnwZwcHBjLK2bdti/fr1Uke2MTU1xfLly9GnTx9B28jH151Lntwr7Ic2aQ/7b968wZ49exhlVatWxdGjR3lvcPPp6+tj0qRJnCTfL1++lJlw8/Lly5wb6rp162L37t2cgFRBderUwebNmxkP3Lm5uVLzbagS+xjLyMjA1atXBS2blZWFS5cuyVxfvps3b3Le/jdp0gR79+6V+abT1NQUixcvxsiRIxnlN27ckLurYWHYdX/y5EmhuY3yPXv2jPMmk911Nd+WLVs4wbmJEydi4cKFMhOLlitXDrt37+a8od+wYYPc3ez45ObmYt26dZzyVatWYcyYMTKTubZp0wYHDhyAhYUFo3zXrl1Su1uKxWKsWbOGUaalpYUNGzZg4MCBUkcaNDQ0xPLly9GkSRNG+ZUrV9SeX0ZLS4uT2+7p06eCj5sXL15w8qrIypUnj8TERDx+/JhRtmTJEt6AVEHNmzfnBBLzW6moUn5AytDQEJs2bcKJEycwb948/Pnnnzhw4AD8/PzQs2dPldahMFu3buW8hBg+fDgWL14sM5A/YMAATJw4kVEWExMjd/6e4qrgdzJu3DhcvnwZy5Ytw8yZM7F161bcunWLN4m6On+vf0WlS5fGoUOHZLasdnV1xerVqznl7IBTQenp6ZyXF4aGhtizZw9vQCqfubk5Nm/ezEk/cfToUcE5kpTp6dOnuH79OqPM0dERhw4dkjmitYmJCebNm4epU6cyyjMzM7F06VK56zFlyhT8/vvvUgOqOjo6+OOPPzi//R8/fpSal4v9uRo1aiQ1IJXP1NQU69at49yTCb0nJMULBaUIIQphJzi3tLREixYtZC7Dl69JaBJVdv93CwsLLFq0SNCw1XPnzhXcygnI68bEbtkkNCj1/PlzRvNmQPrD/p49exgtqgwMDLBp0ybBrX769+/P6W61e/duqS3C2G+tTExMsGrVqkJHAwPyAlPsEVSuXLkid06NonJycoK7uzujTOi+uX79OiNvEF9upnzsgFvJkiXx119/CR61Ztq0aZwba2UH8djBU7FYLPihkd1iLL/bKltaWhqj1ReQ1wpx/PjxgrZjZGSEtWvXMpJgp6en4/Dhw4KWl8XX15dzgztgwAB06dJF0PKVK1fmdGvKzc1ldIssyN/fH6GhoYyyQYMGcRLw89HS0sK8efM4gV0/Pz9BdVWm7t27M1o2FeW4qVOnjsyAtjz48h2xB82QplevXozrppmZGeeliaosXbqUt9urk5MTbG1t1VIHPt++feMEPVxdXTFt2jRBy48aNYrzsKdIfsXirE+fPpg0aRLnum5hYcFp/aXu3+tf0cyZMzmt0/jUr1+f08I5JCRE6vx+fn6MbnhAXmClRo0ahW7LwMCAE6BMS0vjdJtWB3bLWh0dHaxZs6bQwH2+3377jZPuIDAwUK4AfqVKlfDbb78JmpfdhRqA1Jxc7BcjQltvGRsbM1486+joID4+ns6rHxAFpQghcktLS8OVK1cYZZ07dy60GXrz5s0ZuU6AvKHFC0toGxMTw8nR1KdPH866pDEwMMC4ceMEzZuPHUgKDw8XlJyU3UqqYsWKvDc+qampnAfB3r17Cx4GOB+7Rc6HDx94bzD4vkNvb2/e4b6lKfjDr6enBzs7O42MJMTeNw8fPhTU4o79QN2kSRPenD5hYWGcJPCjRo2CmZmZ4Dpqa2tz3vLdu3cPnz9/FryOwpiamnIecoQE6LKzszkPl9JajPn6+nLeCLPfthbG1taWEyhiB7UVwQ7oGBgYYNKkSXKtw9PTkxPkPHfuHO9onRcuXGBM6+npYcyYMYK35eTkhLp160qmraysVDI6Y2EcHR05b9WFHDd8gz4oM8E5X8CXndtIGn19fWzatAnHjx/Hw4cPERgYKFeuFEU5OzvLPdy5uty4cYOTM2ns2LG8w9rz0dXVZVwXjI2NkZ6e/tM87Ono6AgOrqv79/pXZG1tLTWnIR92UErWtZR97ba0tJSry3KjRo0Y+9rW1pbRfVAdEhMT8fDhQ0aZp6en1PQD0uR3OyxInhE2e/fuLXhe9m8rAE5wMB/7+i/02g/ktdbduXMnrly5gqCgIFy8eFFpXcqJ+lBQihAit4sXLzLydwDSWwMVpKenx+nz//nz50KHcfX39+cMOyuryTWftm3bCmoRlK9BgwacgA074MQmEok4Nz/SHtqePHnCGSFKkYebmjVrcoJz7OATkBe4YT9MyNvtxsPDA9u3b8fVq1cRFBQEPz8/ODk5yV3nourQoQNjX+bk5BT6Bj8hIYHTfU7avvH39+fdpryaNWvGacnHt2+Kgn3evXv3Dq9evZK5zK1btxj5wWS1GGN/F+XLlxf8BrMg9tvZiIiIIt3U5+TkcL7Ldu3aKZRMnt29NzMzk3eEQfYDQZMmTQS91S9o7ty5OHbsGB49eoQHDx5g1qxZctdXGdjH/rt372S2NADyksEXfKAwMjJC+/btlVYnR0dHzvkyc+ZMwSOVNWzYUJJkXl2aN29ebB9+2Merubl5oa2Z2Xr37o19+/bh9u3bePr0KQ4dOlRsP6+8XFxcBA80oO7f619RzZo1BQdMAXBGM5aWtD4rK4sT+OvUqZPcubzWr1+PU6dO4cmTJ7hz547S8iIK5e/vz7mHUyTwXqFCBU63OnlGYpbVTZDN1NSU05KQ/eyQj92b4fHjx1iyZAkyMjIK3Y6dnR2aNGmCcuXKCW7NToofCkoRQuTGbuXg4uKCqlWrClqWr0VGYV152A8lRkZGnD7+hTExMRFcRyCvpQs7aHPx4kWZrbru3LnDeFsn62GfPfqXlpaWQg/7WlpanHwW7HUDeblgCjIwMJDr+wDyPk/z5s1RtmxZQd0mVcXU1JQztH1hAcOLFy8yEnVbWFhwEkTnY9/A2tjYKDRKmpmZGedNOt++KYoGDRpwutgU9l2w/960aVPY2Njwzsuur6KjKPId20X5LkJCQhhdMQFITe5dGL6R49gPisnJyZzuYPK+oQbyEkLXrFlTah48dWnfvj2jSyVQ+HHDbmnYtm1bpY5wZGxszOkKGRMTg169emHIkCHYv38/Pn78qLTtKQNfS4Dign3Nd3Nzk/uBzdbWFvXr11fo+lfceXh4CJ5X3b/XvyJ2d8nCsK9f0u7N3r17xwlsKHLtrlGjBlxdXWXmUVSlR48eMaZ1dXVRu3ZthdbF/q2MiorCly9fCl1OW1sblSpVkmtb7P0kLeVD586dOWX79+9H69atsXjxYty+fVtQgIr8uGj0PUKIXMLCwhgjfgHydeGoUqUKXF1dGUnL7969i0+fPkltCs9+EHF2dpaaVFgWFxcXuW4Avb29sXXrVsnbqfj4eNy7d4+TsD0f+6GtWbNmUh/23759y5jW1dWVOeqXLOzEzHxJi9nfYcWKFTUaWCoqb29vxvcdHByMsLAwqcOvs/eNrO6m7969Y0xnZmZykv4KlZKSwpgWmlBaqPzE1QWTuF64cAEzZszgPUdSUlI4CWGldd1LSUnhtGZ6+fKlQt8FX5efonwXfDfQQvMPsdnb28PS0hKJiYmSsvyRoPLxBUPkfYgqTkxMTNCuXTucOXNGUnbhwgVMnz6d97hJS0vDjRs3GGXK7LqXb9y4cbh9+zan++TDhw8lLX8cHR3RpEkTNGnSBA0aNNDo0N8VK1bU2LYLw+5a/SMfr6ogz75T9+/1r4g96ERh2K2q2K3p8/ENXPEjngvsrv/Ozs68A+gIwfdyKSoqqtDcVMbGxnIHttnzS+v+6+Ligg4dOnC65cfFxeHAgQM4cOAADAwMUKdOHTRp0gRNmzaVO0BGijcKShFC5HLixAlO2fLly7F8+XKF15mbm4tjx45JzVXDzhekaPcMockg8zk6OqJu3bqMps3nzp3jDUqlpqZyHtpkjUbIHn0sOzubM9qbovhGNouLi2NMq7OLiyrUr18fDg4OjBv6c+fOYcqUKZx5P3z4wGltJ8++SUlJUem+Karu3btjy5Ytkpu9r1+/4uHDh2jUqBFnXj8/P0Y3FAsLC07XOll1DQ8Plzo6nbyK8l0UDCDlK1mypMLrs7a2ZqyTXbfY2FjOMj/6OdStWzdGUComJgYBAQFo0KABZ95Lly4x3lKXLl2ad76iqlatGlasWIEZM2YwWjYWFBkZicOHD+Pw4cPQ09ND3bp10aZNG3h6ehbpGFCEvA/S6pKWlsbpzvSjH6/KJk9XX3X/Xv+KVNUCiX3vA/yY50LBLvcApL7wFIIvH6uQ41AZLwBk5aRbvnw5vnz5IjWfVGZmJu7du4d79+5h5cqVsLe3R8uWLeHp6Yk6deoo9LKaFB+09wghgolEIsEjncnr5MmTUh9C2H3QFb15UWQ5dvDi+vXrvLkLLl26xHi7X9hohKq8EeVbN7vOmmxdoAxaWlqclhrSRhBjt5LKb60njbr3TVHlB08Lknaesr+LLl26SG0xxr4JVjZ2KzJ58NVNnkT0hS3LXj9fHowf/Rzi6/op9Ljx8vJS2QNAx44dceLECd7RINmys7Nx//59LFq0CM2aNcOECRM4o5+qkqa7YUrD9xulqW5HxVVRglLKREGpPKpquf2zXLvZv0lF+Qx8v5VCjkNVt643MjLC/v37MWnSJEE5YKOionDgwAEMGjQIrVu3xoEDBwodOIkUXxSUIoQIduvWLd4WA8oQFxeHq1ev8v5NWYlVFWnq7OnpybiZT09Px7Vr1zjzsfOxFDYaobQAnDKoct3FCXto+0+fPnHyQYnFYs6+kdVKCvgx9w074fmVK1c4+RciIyM53VdlfReqPo7YiYPlwfe2tSijgrHzXMiTcPdHpaWlxcl5d/nyZc5++fz5MyefibyDJMjLxcUFx44dw5EjRzBw4EBBOY1ycnJw9epVdO3atdA8hcryKxwnPyt5HrB/xN8E8nNhd08syu8dX+CmuKRz0NPTw7hx43Dnzh0sXLgQDRo0EHSdjY6OxuLFi9GzZ0+NjGpLio5+TQkhgrETnJuamqJx48YKrSsrK4uT2+bIkSO8o+qx35iwh6gX6tu3b3IvY2xsjA4dOjC6Lfr6+jJGEYyKiuI8tBU2GiH7TVXjxo2xa9cuuesnFPuNviLfRXFjb2+PBg0a4MGDB5IyX19fRvLPwMBAREVFSab5RoBkMzMzY9zU9O7dG4sXL1ZizZXP09MTixYtkuzX/BxABc+ns2fPMm5kXVxcZCbr5WsFsmbNGnTp0kWJNVcMXyuHtLQ0TlJVodhJ0w0NDRnTfG+Wf4ZziJ03LzU1Ff/99x9jIIFz584xjht3d3e1jbrp7u4Od3d3/PHHHwgJCcGdO3fw4MEDPHnyRGrS2+zsbCxcuBDm5uZyj9Ja3ElLEszGd+7+DMdrQUK/C2VQ9+/1j0id+0Me0q7d8ozGXBywuwoX5Xxm/94B3PtsTTMzM0Pfvn3Rt29fpKam4u7du3jw4AEePHjAGXSkoFevXmHkyJE4fPiwwjm3iGZQUIoQIkh8fDxu377NKOvUqRMWLVqk8Do7derESCrt7++P9+/fo0KFCoz5bGxsGMOVFxyWXB6Kdhfy9vZmBKXu37+PhIQESb98X19fxkNb1apVCx3Zjv1QXTBwogrshxS+nDw/Im9vb0ZQys/PD/PmzZO8WWO3kmrevDlvPoWCzM3NGUEpdtLr4sjIyAgdO3bE8ePHJWW+vr6Mh3J216zCWozxBX6Ky3fB99AdFxcHW1tbudclFos5eUfYuYn4vouf4RxydHRE7dq1GaMNnj9/nhGUYneLVUWCcyHyr6ujR49GVlYWnjx5glu3buHq1aucpN5isRiLFy9GmzZt5B76XZ2kJWeWRujoU4aGhtDX12e0eivux6uqvgtlUPfvdXFQnPeHPKRdu9Wdf66o2L95Rem1wLestbW1wutTNTMzM3To0AEdOnQAkHf+3bt3Dzdu3MDdu3c5rQ2Dg4Nx+PBhDB06VAO1JYqi7nuEEEHOnDnDufB36tSpSOtkdx0BgKNHj3LK2EGqd+/eKdT1hz2CjlC1a9dG+fLlJdMikQjXr1+XTMv7sA+Ak8vl06dPCrcAE4K9vbCwMLlvOgHg9OnT2LNnD65du4Y3b97w5i5Rp3bt2jHehCYlJUlarWVlZXGS0Sqyb0JCQorUVF5d2J/t3r17kv3z/PlzRoJyPT29Qls8WVlZcVoevXr1SjmVLaKyZctyygqO6CmPjx8/cs49R0dHxjT7mACA0NBQubf19etX/P333zh16hQePXqEmJgYjR9b7CDTrVu3JMdNWFgY43MaGBgUi9ZH+vr6aNCgAWbOnIlr165h69atnJYECQkJjIB1cSRv1y15uqWwj1lFf/82bdqEQ4cO4e7du/j48aPKupvJu15FX04pQt2/18WBKo9NdeK7dityLoSGhmLTpk04e/Ysnj59yptAXZXYv3lhYWEKBwL5fivZv3nFmb29PXr37o1//vkHt2/fRufOnTnzXLhwQQM1I0VBQSlCiCCnTp1iTNva2nKSK8ura9eunGS5Z86c4QwH7u7uzpjOzs5GUFCQ3Nt78eKF/JX8f+wH/vy8Uq9fv2a09tLT0+P9gWQr2MUMyAt0KfoA5evri3PnzuHx48eIiYnhDTaxv8Pv378r9FC9Y8cOLF++HOPHj0fXrl2xevVqheqsLIaGhpyH5PzcZHfu3GEk77S2tkbz5s0LXSd738THxzNa6snjyJEjuHjxIoKCglR+E+vh4cHoVpWZmSlp3ci+QWvRokWhLcZ0dHQ4yaYfPnyoUCLR5ORk7N27F9euXcPr1695uw/Iw8XFhRMwe/jwoULr8vf3511/QTY2NpyHG/aIjkIEBgZiy5YtmD17NgYOHIhmzZppvAVLhw4dGN9lRkYG/vvvPwB5AzgU1KZNmyIllC9MSkoKnj17hlOnTuHly5eCl2vVqhWWLFnCKS94bS4O2MOjyxvUlyeJO/uaHxwcLPe5m5CQgI0bN2LhwoUYMWIE2rVrx5tTURFF/S4+fPiglHoIoe7fa01Q57GpTtWqVeO0llTk/vHWrVvYuHEjZsyYgb59+6Jdu3ZqTart4eHBmBaJRJwcmkKxf/NKlixZpNH8lCEnJwcfP37EzZs3cejQIcHLWVlZYfXq1ZxUBMXt2k8KR0EpQkihgoKCOBf4jh07Fnn0pVKlSnGGFU9KSsLFixcZZQ0aNODcMLGDZIUJCAjA58+fFaso8hL7Fvy89+/fx7dv3zh1bdmyZaEP+wB4A3ry/BDni4mJwezZszF9+nT0798fzZo1w5gxYzjzsW+qAfnfJEVGRiIsLKzQ9aob3wiJYrGYs2+6du0qKGGmsvbNixcv8Oeff2LKlCno3bs3GjdujIULF8q9HnnwBU/FYjH8/PxkzidNnTp1GNNJSUkKvYE8ceIEli1bhvHjx8PLywt16tTh1EkeOjo6nJv0q1evKjSSVcEuj0Be8mq+45pddvv2bbm7BLO7QJcvX17Q9UIaZQwCYWJigrZt2zLK8gO7BVuEAqrtute9e3fUrVsXffr0wezZsxldpoVo2rQpp4xv5C1AeYNnyIs9Ap68XXACAgIEz8s+PxISEnD//n25tpcfnCxIWdd89nchT9A+NzdX4QdyRaj791oTirI/APmOTXXS19dH9erVGWV+fn5yBwPZ1253d3dOcnBVXlf4zjv2b5cQ7969w9OnTxll9evXV7heyuDn54datWqhXbt2GDNmDBYuXCjX8aetrY1GjRoxyoprd1IiHQWlCCGFYic4B4redS8fXxe+I0eOMKYtLCzQqlUrRtn58+flaoK9bds2xSr4/+zs7BhJ3bOysnD79m1cuXKFMZ/Qh/0yZcqgYcOGjLL79+/jzp07ctVr48aNnGb2BfPB5CtbtiznzfmxY8fkanLP3i/6+vq8ie7VPYpLrVq14OzsLJn+8uULnjx5wnmgEvpAze6uCeS14Hv9+rVc9Vq/fj2njG/fKJOXlxfj+//vv/8kb+TzlSxZEs2aNRO0vm7dunH256ZNm+RKspqamop///2XUWZoaCi4DtKwBxPIzMzE33//Ldc6Ll68yGlB2apVK84DGsC9VmVmZmLv3r2CtxUfH8/pTsq+rslLWeca+9y4d+8evn79yuiuaWtrq/DAFkKwz7lLly5xWs3Kwnctk5Y3pqgvVBTFrk9oaKjga3BMTAxvkEiadu3acVoTbt++Xa7uouxrvpubG2/eNkWOQ/Z3IU/Lo6tXr6q1+5S6f681gb0/AgMDBadJePHihVwtG9WNfe2OiYnBmTNnBC//9u1bzmA2fNduVV5X7OzsOIH3K1eu4NmzZ3KtZ9WqVZwyIa37Valy5cqcY+3s2bNyrYN9HS3OObIIPwpKEUJkysjI4LQ4KVu2LGrUqKGU9fPdOD979owTABg5ciTjLVRWVhamT58uqKXCnj17cPfu3SLXlR1w2rlzJ6MLgY2NDe/bemlGjBjBKZs+fbrgbgnXrl3jtCawsbGRGjAcPHgwYzopKQnz5s0T1AT91atX2LdvH6OsQ4cOsLS05MzLbiovrbWCMrEfqpctW8bI+eHm5oYqVaoIWpe2tjaGDRvGKMvOzsakSZMEPwjt3bsX9+7dY5RVrVqV0zJQ2djB09TUVCxfvpwxj9AWYwDg4OCA9u3bM8o+fvyI2bNnCxptSSwWY86cOZwbxl69evEGfuTh6enJ6VJ36NAhTmJuaUJDQ3lbrg0ZMoR3/iZNmqBSpUqMsm3btuHJkyeCtrdkyRJGlxgtLS307dtX0LLS8CXxVuQNcYMGDRjfZXJyMrZs2cIIYHh5ean0oYv9cJ6YmChXkPHw4cOcMnZLv3x835s6rlOurq6M6ezsbBw4cKDQ5bKysjBr1iy5gnTm5uach/GAgADs3r1b0PKHDh3idHPq168f77yKXPPZ30VISIigLrgxMTG8XTVVTd2/1+rG3h/x8fGcfJl80tLSMGfOHFVVSym8vLw4OedWrFjByLMoTVZWFv7880/GtdDY2Jj3haqqryvDhw9nTOfk5OD3339nvHSSZdu2bbh16xajzMnJCS1atFBWFRXi7OyMihUrMsq2bdsm+HPFxcVxuhUXh1b8RD4UlCKEyHT58mVO/hdl3kQZGxvzvilkP2DUqFEDXbt2ZZSFhIRgyJAhUm8KRSIRtmzZwnkoV1SbNm0YNzbsFhZdunQR/LAP5HU3admyJaMsMTERffv2xY0bN2Que/LkSUyZMoXz1tvHx0fq0L6enp6cLh3Xr1/HhAkTZL6tDwwMxKhRoxhvsgwNDTFhwgTe+dmjxLC7/KkCu4UQ+62t0BZsBedn36SHh4ejd+/eMruN5OTkYPv27bzH3LRp09TSbYj9WYv6XUyZMoWTR+jy5csYOXKkzNH4UlJSMHnyZE5rQjMzM4wdO1auOvDR0dHB7NmzGWVisRjTp0/Htm3bZCbqvX79OgYNGoSkpCRGeffu3aUGMgBgxowZjH2YnZ2NESNGcFpAFZSZmYm5c+dygvu9evVCuXLlpC4nBF9+J0WS+GppaXGur8eOHWNMq3rUvbZt26JMmTKMsp07d2Ljxo2FBkAPHz7MaY1Xu3ZtzoNOPr4RuRRNBC6PFi1acAJ7W7du5YwSWlB0dDRGjhwpd9c7ABg7diznYXzlypXYsGGDzFYwhw4dwtKlSxlllSpV4hwj+djXfCH5XPhamkyePFlmrsPAwED069cPX79+LXT9yqbu32t149sfixYtktmCLTQ0FAMGDFAoP6U6GRoaYsqUKYyy5ORkDBw4UGa3w+TkZEycOJHzm//bb7/B1NSUM7+qryuNGjVC69atGWWRkZHo168fYwRVtvT0dCxduhTr1q1jlGtpaeHPP//UWMvRgtgvTZOTkzFkyJBCv7+YmBj89ttvnBfURX3hQ9RP+NMTIeSXxNd1T9lNfbt168ZpSu3r64sZM2YwWlPMnz8fQUFBjLdbr169QteuXdGlSxe0atUKpUqVwrdv3/Dy5UucOnWKcXNsbm6uUM6ZfPr6+ujUqRMOHjzI+3d2dyIhVq5cie7duzOGmE5KSsLYsWPh7u6O9u3bo0qVKrCwsEBqaipevXqFc+fO8Y6e0rZtW/Tp00fqtnR0dLBu3Tp069aN8TB+48YNtGvXDl27dkWjRo1gZ2eHnJwchIeH48qVK7hx4wbnZnrq1Km8I6AB4DxYvn37FnPnzoW3tzeMjIwQHx+Pxo0bK/VGyNbWFk2bNuXt3pK/3+Shr6+Pv//+G97e3oybnaioKPTv3x9NmjRBmzZt4OzsDDMzMyQlJeH58+c4ffo0b5B0yJAhcrWiK4rWrVvDwsKCE3ABgOrVq3Na+xTG0dERy5cv5wQhHzx4AE9PT3To0AHNmjWDvb099PX1ERMTg4CAAJw+fZq3DitWrFBa0/q2bdti8ODBjFZ8ubm5WLduHU6cOIEuXbrA3d0dVlZWSEtLw9u3b3Hx4kXewGLVqlXxxx9/yNxes2bNMGzYMOzatUtSlp6ejokTJ8LDwwOdOnVCpUqVYGZmhsTERDx+/BjHjx/nPETb29tjxowZRfz0ecmJbWxsGLmJtm7dihIlSsDV1RUikQg6Ojpwc3MrdF3e3t7YunWrZLpgC8oaNWowusiqgq6uLubNm4dx48YxyvNHvOrSpQtq1qwJa2tr6OjoIDk5Ga9fv8bFixc5Sef19PQwa9YsqdsqXbo0p2z27NmYMmUKHBwckJaWBjs7O6WPSFWyZEl07tyZEYTKzc3F9OnTcfLkSXh5eaFs2bIwMDBAREQEbt26BT8/P0kAydjYGOXLlxc8CqadnR1WrFjByVu0efNm+Pr6omvXrpLzIz09HcHBwTh79izn90VfXx/Lli3jbQkC5F3zC7ZqOH78OBwcHFCvXj2IxWJkZ2dzWi60atUKZcuWRUREhKQsMTER3bt3R9euXdG0aVM4ODggJycHoaGhuHTpEiMwV7lyZcTExBTpN11e6vy9Vrfq1aujTp06jOBGRkYGhg0bhjZt2sDT0xOOjo7Q1tZGWFgYrl+/juvXr0tyM9nY2MDIyIixP4uTvn374v79+4wXCLGxsRg0aBCaNm0KT09PODk5wcjICLGxsfD398fJkyc5x1f16tUxcuRI3m2o47qyYsUKdO/eHZ8+fZKURUVFYcCAAWjatCnatWsn+RxxcXEICAiAr68vbyB30qRJnG6pmtKzZ08cP36c8bL3w4cP6N69O1q1aoWmTZvCyckJpqamyMjIQFRUFPz9/XH+/HlOOoE2bdoUm89FhKOgFCFEqsjISM5bpCpVqkh9+6yoBg0aoHTp0oxE5N++fYOvry/jbYepqSl27dqFQYMGMW4Ks7KycPLkSd4AWr4aNWqgVatW+Ouvv4pUV29vb96gVI0aNRT6XszNzbF371789ttvnBZFT58+5SSklKZRo0ZYuXJlofOVLl0aO3bswNixYxld0VJTU3Hw4EGpAbeCRowYIbWLE8DfbPrEiROMrgt+fn6oUKFCoduSh7e3N29QKj9IIy9HR0fs3r0bY8eO5dzQ3b17V3CXUC8vL6UEIITS19dH586debsFydtKKl/btm2xYsUK/PHHH4wWSFlZWTh79qyg/A/a2tr4448/0KZNG4XqIM3MmTMhEok4iYcjIiKwefNmQeuoWbMm/vnnH0FdCqdNm4a0tDROS6InT54I6spnY2ODPXv2KG0Uu9q1azNGyUtLS2ME12rVqoWjR48Wup6yZcuidu3avAE7VbeSyte6dWuMHj0a27dvZ5RHRkZiy5Ytgtahra2NhQsXyuxiXq5cOU4w7927dxg/frxkevTo0Zg2bZqcn6Bw06ZNw507dzijLj58+FBm9zU9PT2sX78eZ8+eFRyUAvIG31iyZAkWLFjAaHEWERGBTZs2Fbq8rq4u/vrrL5nfp4eHB+O3Kjs7m5G7xsbGhnO91NfXx7x58zBmzBhG0mmRSIRTp07JHMykVKlS2LJli9pbQ6j791rd5s6di759+zK6iYrFYly9elUy+AEfMzMzbN26FYsXLy62QSkgL6CTlZWFmzdvMsrv3LkjKD9YxYoVsX37dqkt4tVxXSlRogT27NnDewwK/RxAXis9ZbRYVpb8l6YDBw5kBLizs7Nx+fJlma2RC6pWrZrSekcQ9dJ8ez1CSLF16tQpTgsZVSRE5Os6AnCTrAJ5LQxOnDiBJk2aCF6/u7s7Nm/eLPUtrzzc3NxQuXJlTrmiD/tAXvDj6NGj6Ny5s9zdu3R1dTF8+HBs27ZNcI6eGjVq4OjRo5yufIUxMjLCokWLCg2wNG/evND98+bNG7m2LUTLli15g09F2Tdubm5yH2/5DA0NMW3aNKxcuVKubp3KwPeZDQwMitT1tnv37tizZ49CwcRSpUph69at6N+/v8Lbl0ZXVxd//vknFi5cyNt9orBlR48ejf379wseBU9XVxeLFy/G7NmzOfnwClOvXj2cOHFCaitDRUyZMkVmF6DQ0FDBya35gk+KtDQsimnTpmHWrFkwNDSUe9mSJUti69athbZa1dbWxsyZM2XOo4prFJB3Luzdu1euY8Da2ho7duxQOPdLr169sGPHDk4OtsLY29tj3759nC5DbKNGjZI5pHxsbCxvF/HmzZtj7dq1cuWXc3V1xaFDh5Teik0odf9eq1O1atWwfft2qQME8ClbtiwOHDjAGeGuODI2NsbmzZsxatQozojOhWnfvj0OHTok83dCXdeV/GOwU6dOch+DZcqUwfbt26WmX9CksmXL4uDBg6hVq5ZCy3fp0gX79+/ndCcmPwYKShFCeOXm5vKOTtKxY0eVbK9bt26cspCQEE6iVQCwsrLCzp07sXnzZpmBlVKlSmHy5Mk4cOAA74hBimI/8BT1YR/Ie9O4du1anDlzBp07dy60ZY+pqSn69OmDM2fOYObMmXIH3BwcHHD48GFs2bIF9evXl3mDZmZmhkGDBuHixYuCuxts2rQJ3t7eUrvoyTuSnRD6+vro0qULo0wZI4bZ2dlh586dOHDgAFq3bl3ow4S1tTWGDx+OixcvYvTo0RoZft7V1RUuLi6MstatW8sdtGGrU6cOzp8/j5UrV6J27dqFBtucnZ0xa9YsXLx4UeXJVPv27Ytr165h3LhxnJHc2GxsbDB48GBcuXIF06ZNg4GBgdzbGzp0KK5du4ahQ4eiVKlSMuetWbMm1q9fj7179xY6r7zKly+PQ4cOSe1el56eLrj1QocOHTgBrlatWhX5uJHXsGHDcP78eQwZMkTQA3LFihUxY8YMXLlyRfBx1qVLF6xZs0bqtVYV16h8VapUga+vL6ZPny4zyGtubo7hw4fDz8+vyN1RGjVqhEuXLmH27NmFDvqQ373U19dXUMJgS0tLHD58mDPCa0HSvs+OHTvCz88PgwYNktmtt2zZspg/fz6OHTsmd3BN2dT9e61ODRo0wMWLFzFmzBiZ37ONjQ0mT54MX19fzm9Ncaajo4Pff/8dfn5+6NmzJ+9gLfm0tbXRqFEj7Ny5E3///beg66C6ritmZmZYt24dTp48iQ4dOhTa8tbNzQ0LFy7E5cuX0bx5c6XUQRUcHR1x5MgRrF69GvXr1y80zYORkRE6duyIo0ePYs2aNby5vsiPQUssz9iwhBBSDH358gXPnj3D58+fkZ2dDRsbGzg6OsLDw6NYJHBURG5uLoKDgxEREYHExESkpqbCyMgIFhYWcHFxQaVKlZQ2HDyQ1+Xn6dOniImJQUJCArS1tWFpaYlKlSrB1dVV4W19+fIFgYGBkn1jYmKCUqVKoVq1ahp7011U2dnZeP78OaKjo5GQkID09HSYmJjAysoKVatWRYUKFTQSiNKE/OMmNjYWiYmJEIlEMDU1hZ2dHapXrw47OzuN1S0yMhIhISGIj49HcnIy9PX1YW1tLTl/lH1tCA0Nxbt375CQkIC0tDSYmZnB1tYWHh4eahmeWiwW4/nz5wgJCUFiYiK0tbVhbm4OR0dHuLu7C27V5enpycjbt337do0+xIjFYkREROD169eIi4vDt2/fkJOTAxMTE9jb28PV1bVIgb6MjAwEBgbi/fv3SEtLg76+PqysrFCuXDm1jeD0/v17hISEIDY2FhkZGTA3N0elSpVQs2ZNuVt0CBUTE4MXL14gLi4OSUlJMDQ0hLW1NapXr15oUFeW169f48WLF4iPjweQ9/Ds4OCAWrVqFfpQn5ubi6CgIHz8+BGxsbEQi8WwtbVF1apVBY+eqgnq/r1Wp5CQELx9+xaxsbEQiUSwsrJClSpV4Obm9sPeXxWUv+8+fvyI+Ph4fP/+HSVKlECZMmXg4eGhcKsbdV9XRCIRXrx4gcjISCQkJOD79+8wNTWFg4MDXF1dlfpiVp3S0tLw+vVrhIeHIy0tDenp6dDT04O1tTWcnJzg6uparIO8RDgKShFCCCGEELx69YrRhc/W1hb//fffD/tATQghhJDi78cPcRNCCCGEkCJjJ6z39vamgBQhhBBCVIqCUoQQQgghv7isrCycO3dOMq2trY1evXppsEaEEEII+RVQUIoQQggh5Bd37NgxxghpzZs3h4ODgwZrRAghhJBfAQWlCCGEEEJ+YTdv3sSqVasYZcOHD9dQbQghhBDyK5E9ljMhhBBCCPlpLFmyBGlpabC1tUV6ejpevnyJp0+fMuZp1KgR6tWrp6EaEkIIIeRXQkEpQgghhJBfhEgkwunTp6X+3djYGPPnz1djjQghhBDyK6Pue4QQQgghvwhZeaJ0dXWxevVqODk5qbFGhBBCCPmVUVCKEEIIIeQXIS0oVaFCBezduxdt2rRRc40IIYQQ8ivTEovFYk1XghBCCCGEqF5ubi5CQkIQHByM+Ph4mJiYwM3NDe7u7tDS0tJ09QghhBDyi6GgFCGEEEIIIYQQQghRO+q+RwghhBBCCCGEEELUjoJShBBCCCGEEEIIIUTtdDVdAUIUkZWVhdDQUE65lZUVdHR0NFAjQgghhBBCCCHk55OTk4OEhAROeeXKlaGvr1+kdVNQivyQQkND0aNHD01XgxBCCCGEEEII+SWdPHkSbm5uRVoHdd8jhBBCCCGEEEIIIWpHQSlCCCGEEEIIIYQQonYUlCKEEEIIIYQQQgghakdBKUIIIYQQQgghhBCidpTonPyQrKyseMtPnjwJGxsbNdeGEEIIIYQQQgj5OcXGxvIONCbtuVweFJQiPyQdHR3echsbG9jZ2am5NoQQQgghhBBCyK9F2nO5PKj7HiGEEEIIIYQQQghROwpKEUIIIYQQQgghhBC1o6AUIYQQQgghhBBCCFE7CkoRQgghhBBCCCGEELWjoBQhhBBCCCGEEEIIUTsKShFCCCGEEEIIIYQQtaOgFCGEEEIIIYQQQghROwpKEUIIIYQQQgghhBC1o6AUIYQQQgghhBBCCFE7CkoRQgghhBBCCCGEELWjoBQhhBBCCCGEEEIIUTsKShFCCCGEEEIIIYQQtaOgFCGEEEIIIYQQQghROwpKEUIIIYQQQgghhBC1o6AUIYQQQgghhBBCCFE7XU1XgJAflVgsRm5uLsRisaarQgghhBBCZNDS0oK2tja0tLQ0XRVCCCEFUFCKEIHEYjHS09ORkpKCtLQ0iEQiTVeJEEIIIYTIQVdXF6ampihRogSMjY0pSEUIIRpGQSlCCiEWi/H161ckJycjJydH09UhhBBCCCEKEolESEpKQlJSEnR0dGBubg5bW1sKThFCiIZQUIoQGcRiMaKjo5GSkqLpqhBCCCGEECXKyclBQkICRCIRypQpQ4EpQgjRAEp0TogUFJAihBBCCPn5paSkIDo6mvKEEkKIBlBLKUKk+Pr1K29AytDQEGZmZjAxMYGuri69VSOEEEIIKebEYjFEIhG+ffuG1NRUZGRkMP6ekpICXV1d2NnZaaiGhBDya6KgFCE8xGIxkpOTGWVaWlpwcHCAqamphmpFCCGEEEIUpaenByMjI5QsWRJpaWn49OkTo3VUcnIy5ZcihBA1o+57hPBIT0/nJDWngBQhhBBCyM/B1NQUDg4OjLKcnBykp6drqEaEEPJroqAUITzY3fYMDQ0pIEUIIYQQ8hMxNTWFoaEho4xyiRJCiHpRUIoQHmlpaYxpMzMzDdWEEEIIIYSoCvsej30PSAghRLUoKEUIS34izIJMTEw0VBtCCCGEEKIq7Hs8kUhEo/ARQogaUVCKEJbc3FxOma4ujQlACCGEEPKz0dHR4ZTx3QsSQghRDQpKEcLC93aMRmEhhBBCCPn5aGtzH4eopRQhhKgPBaUIIYQQQgghhBBCiNpRUIoQQgghhBBCCCGEqB0FpQghhBBCCCGEEEKI2lFQihBCCCGEEEIIIYSoHQWlCCGEEEIIIYQQQojaUVCKEEIIIYQQQgghhKgdBaUIIYQQQgghhBBCiNpRUIoQQgghhBBCCCGEqJ2upitACCGEEODLly84fvw4AMDZ2RkdO3bUcI0I+TUdO3YMMTEx0NLSwuDBg1GiRAlNV4kQQgj5aVFQihBC1Mjf3x+DBw9W2fr37duH+vXrq2z9v4JBgwYhICBAMq2O7zQ3NxfTp0+XbHf//v1KXT/7uKtXr57UbbRq1QpRUVGS6evXr8PBwUGp9fkZZWZmwsDAQNPVKFZmzZqF06dPS6aXL18Ob29vDdZIGAMDA2zatAkAEBYWhvXr12u4RoQQQsjPi7rvEUIIIRr277//SgJSnp6eqFevnoZrRIRKSEjAH3/8gR07dmi6KkRJunbtCnd3dwDAxYsXcebMGc1WiBBCCPmJUVCKEEII0aDQ0FBs2LABAKCnp4fp06druEZEiNzcXBw+fBgdOnTAsWPHIBaLNV0loiRaWlqYNWuWZHrx4sWIiYnRYI0IIYSQnxd13yOEEDVycXHB7t27i7yely9fYu3atYwyc3NzlC9fvsjrJuojFouxcOFCZGdnA8jrOujo6KjhWhEh/v33X845SH4etWrVQvv27XHp0iWkpaVh+fLl+OuvvzRdLUIIIUQjwh89Utm6KShFCCFqZG5ujkaNGhVpHR8/fsTvv//OKNPW1sbatWthZ2dXpHUT9Tp9+jQCAwMBAKamphg9erSGa0SEyszM1HQViIpNnjwZV69eRU5ODvz8/NC7d+8iX78JIYSQH9HLf/5R2bqp+x4hhPxAkpOTMXr0aMTHxzPKp0yZgqZNm2qoVkQRGRkZWLdunWR64MCBsLS01GCN8ty4cQNv3ryR/KMk5+RX5eTkxBgFc/ny5dRNkxBCyC8nJycHCa9fq2z9FJQihJAfhEgkwqRJkxAeHs4o9/T0pBY2P6BDhw4hNjYWAKCrq4uBAwdquEaEELZhw4ZJ/h8aGgo/Pz8N1oYQQghRv+vXr2POx48qWz8FpQgh5AexcuVKPHjwgFFWqVIlLF++XEM1IopKT09njNbWvHlz2NjYaLBGhBA+rq6uqFatmmR606ZNyM3N1WCNCCGEEPU6cOCAStdPOaUIIeQH4Ovri3379jHKzMzMsGnTJpiYmCi0zri4ODx79gxfv35FSkoKTExMYG1tjSpVqsDZ2VkZ1ZbIyMhAYGAgvnz5goSEBJiYmMDGxgZ16tSBlZVVkdYtFosRFhaGd+/eITk5GcnJycjJyYGRkRFsbW3h7OyMypUrQ0tLS0mfpujOnTuHhIQEyXSvXr0UXldkZCSCgoIQExOD3Nxc2NnZoVq1aqhYsaIyqqqQ58+fIygoCBkZGXByckL9+vVhZmZW6HJisRghISEICwtDfHw8srKyYGlpidKlS8PDwwPGxsZKqV9kZCSCg4Px5csXfP/+HSYmJrC1tUX16tVhb2+vlG2oUkJCAl6+fImIiAikpqbC0NAQlpaWqFq1KipVqgRtbcXfOUZGRuL169dISkpCUlISsrOzYWRkBGtrazg7O6NKlSrQ1VXP7WNubi5ev36N0NBQxMfHIzs7GyVKlICDgwNq1KgBCwsLtdSjZ8+eWLRoEQAgLCwMd+7cQfPmzdWybUIIIUST0tPTcfr0aZVug4JShBBSzL158wZ//PEHo0xLSwtr1qyRe7S9rKwsnDt3DgcOHEBISIjU+UqXLo1u3bph+PDhKFGiRKHr3bhxIzZt2iSZvnv3LmxsbPD582esW7cO165dQ3p6Omc5bW1t1K5dGxMmTECDBg3k+iwPHz7E0aNH8eDBAyQmJsqc19raGl5eXhgxYgRKliwp13ZU4fDhw5L/W1hYoFmzZnItLxaLcenSJezYsQPBwcG887i6umLSpElyPzy3atUKUVFRkunr16/z5pUaNGgQAgICAOTl3rl06RISEhIwbdo03L9/nzGvoaEhunXrhrlz50JfX5+zroSEBGzbtg3nz59HXFwcb7309PTQsGFDjB8/HrVq1ZLrMwF5N1XHjx/HsWPH8O7dO6nzVa1aFYMHD0b37t05gUz2cV7Qpk2bGH+bMGECfHx85K6nNGKxGFevXsX+/fsRGBgotbWOra0tevfujREjRggO4r18+RIHDx7EvXv3EBMTI3NeMzMzdOjQAaNGjULZsmXl/hxCfPnyBXv37sW5c+ekHg/a2tpo0qQJRo8ejbp166qkHvk6deqEpUuXIicnB0De+UtBKUIIIb8CX19fpKWlqfSFFHXfI4SQYiwlJQU+Pj74/v07o9zHxwctWrSQa10vX76UBAZkBaQA4PPnz9i6dStat26tcA6V8+fPo3Pnzjh37hxvQArIawnx6NEjDBkyRHA3xISEBPz2228YMmQILl68WGhACgDi4+Oxa9cudOjQAffu3ZPrcyhbUFAQXhdIFtm4cWPo6OgIXj4xMRGjRo3C5MmTpQakACA4OBijR4/GokWL1JKcOSsrC6NHj+YEpIC8lnL+/v68Aanjx4+jTZs22LNnj9QABABkZ2fj9u3b6NOnD2bMmCHX6HcPHjxAp06dsGzZMpkBKQAICQnB7NmzMWjQIEZrNk2KjIzEwIED4ePjg4CAAJndx75+/YpNmzahU6dOePHihcz1pqenY/bs2ejRowdOnTpVaEAKAFJTU3Hs2DF07twZZ86ckfejFGrfvn1o3749du3aJfN4yM3Nxe3btzFo0CAsWrRIEjBSBQsLC1SvXl0yfevWLURHR6tse4QQQkhxcfDgQZVvg4JShBBSTInFYsyYMQMfWYkFW7dujXHjxsm1rnv37qFv374ICwvj/M3e3h7Vq1dH+fLloaenx/hbSkoKJk+ejM2bN8u1vevXr2PGjBlIS0uTlNnY2MDNzY13OwCwZ88e7NmzR+Z6U1NTMXDgQPz333+cv9nY2KBatWqoWbMmKlSowLuNlJQUTJo0SdDDt6pcunSJMS1PK6mkpCQMHjwYd+7c4fytdOnSqF69OhwdHRktfA4ePIi///5b8QoLtH79eplBkJ49e3LKVq9ejXnz5uHbt2+MckNDQ1SqVAlubm4oVaoUZ7mzZ89i4MCBSE1NLbReFy5cwMiRIzlBBC0tLTg4OEiOfXarqEePHgnehiq9ffsWffv2RWBgIOdvJUuWhKurK6pUqcIJ+EVHR2PIkCF4+fIl73pFIhFGjRqFU6dOcf6W3xWwVq1aqFSpEgwMDDjzZGZmYu7cuYwAa1EtWrQIS5cu5QTh9fT04OTkhBo1anCOB7FYjIMHD2LGjBlKqwefgqOb5ubm4urVqyrdHiGEEKJp8fHxahngg7rvEaJiGRkZ+PLli6ar8UspVaoUDA0NNV2NItu8eTNu3rzJKHNycsKqVavkyo/04sULTJgwAdnZ2ZIyfX19DB06FP369UOZMmUk5ampqbh48SI2bNjAaKWwYcMG2Nvbo1u3boK2md9yQUtLC7169cLQoUMZeapSUlJw5MgRbNiwgVGvTZs2oWfPnjA1NeVd77p16xiBNT09PYwZMwa9evWCnZ0dY96srCzcvn0bGzZswJs3bxifcceOHZg3b56gz6Js169fZ0w3bNhQ8LJz5sxBaGgoo6xjx46YMGEC4/uNjo7G7t27ceDAAeTm5uLJkydFq3QhYmNjGTnP6tWrB1dXV3z79g1BQUEICwvjHDuHDh3Cv//+yyirVq0aJkyYgKZNmzKCLJGRkThw4AAOHjwoOV6eP3+OGTNmYMuWLVLPh+DgYMyaNQsikUhSZmxsjFGjRqFnz56wtbVlfIbt27dj//79kpZlYWFhWLBgAdauXQsA6NatG2rXrg0AOHPmDM6ePStZ3svLi/EZHR0dC/3eCpOWloZx48YxzkUtLS1J19rKlStLyjMyMnDy5EmsW7dOEgz+9u0bpk6dirNnz8LIyIix7j179jACXVpaWhg4cCAGDx7M6ZYnEonw6NEjbN68GY8ePWKU//XXX/jnn3+K/FkPHjzIeRtrb2+PiRMnom3btozcea9fv8bq1atx9+5dSdn58+dRr1499OnTp8h14dOwYUNs3LhRMn39+nUMGTJEJdsihBBCioMTJ04w7qFUhYJShKhIeno6hg8fjrNnzyIjI0PT1fmlGBoawsvLC7t27VJaYmR1u3XrFqd1kqmpKTZv3iw1YMNHLBZj/vz5jO5z1tbW2LZtG6M7Sj4zMzP06dMHbdu2xahRoxitLObPn486derw5hdiy8nJga6uLjZt2oSWLVty/l6iRAmMHj0aVapUwejRoyXlqampuHXrFjp16sRZJjw8HEeOHGGU/fXXX2jTpg1vHfT19dGmTRs0a9YMQ4YMYQRmrly5opGg1KdPnxgt3ywtLTnBNGn+++8/TkBrxowZGDFiBGfeMmXKYO7cuahfvz4mT57MCPypQn4QxNjYGJs2bULjxo0Zfw8LC2Pk8goLC+N01+zVqxf+/PNP3hZujo6OmD17tqSVYH7rpRs3buDEiRNSE8UvWLAAWVlZkmk7Ozvs3LkTlSpV4sxrY2ODuXPnomLFipg/f76k/Pz58xg1ahRcXFzg6OgoCTY9fvyYU8dGjRrx1kNRW7ZsQUREhGRaT08Pq1atQseOHTnzGhoaYsCAAXB3d8eAAQMk5/zHjx9x7NgxRgAlLS2Nc32ZM2cOBg8ezFsPXV1dNGzYEA0aNMCUKVMYb03v3r2L9PT0Il1r4+LisGbNGkZZvXr1sGXLFt4E+S4uLtixYwdmzJgBX19fSfnGjRvRvXt33m6iReXi4gItLS1JwPLJkyfIzMzkbUVGCCGE/AzU0XUPoO57hKjM8OHDcfToUQpIaUBGRgaOHj2K4cOHa7oqComMjMT06dMZeWO0tLSwcuVKuUfFu3jxIl69eiWZ1tHRwYYNG3gDUgVZWVlhx44dsLGxkZRlZmZi+/btgrc9duxY3oBUQc2bN+fkxirYEqOgy5cvM76Tdu3aSQ1IFaSvr4/x48czymJiYjhdxtTh+fPnjOmCLV0Kw/7uO3XqxBuQKqhNmzaYNm2a8AoW0Z9//skJSAHgHLc7duxgBIuaNm2KRYsW8QakCqpXrx6WLVvGKNu+fTtvPqF79+4xvm8dHR389ddfvAGpgvr06cM5bo8ePSpzGVVITU3l3AxOmjSJNyBVULVq1TBx4kRG2bFjxxjT//33HyNQ7erqKjUgVZCWlhYmTZrEKMvOzsanT58KXVaW/fv3M+pja2uLTZs2yRyxUVtbG4sWLWJco2JjYzmBW2UxMTFhBOSzs7Nl5nQjhBBCfmQRERG86SJUgYJShKhARkYGo1sH0YwfsZVaRkYGJkyYgOTkZEb52LFjBQVg2E6cOMGY9vLyQp06dQQta2Vlhd9//51RdurUKUaeKGn09PQwcOBAQdthty6JjY2Vus5GjRqhbNmy0NPTQ+/evQWtHwBvEE7I51A2ds4loUGpT58+MVrmaGlpYerUqYKWHTJkiMpGSSvIxsYGXbp0KXS+hIQEnD9/XjKtpaWFuXPnQltb2C1Ju3btUK1aNcl0REQEoxtXPnYS7vbt28PDw0PQNoYNGyb5v46ODj58+CBoOWW6dOkS4/plZ2cnONDep08fRne95ORkxoAAIpEITZs2hZOTEwwMDOQ6l5ycnDjBoqLm3WLvq/Hjx8Pc3LzQ5YyNjRnd9QwMDPD27dsi1UUW9vlaWCJ5Qggh5Ef1YP58LLYrhQbGxioPGlH3PUIIKUbmz5/PSRzcokULhYaWz8zM5HQx6tevn1zr6NixI5YvX46kpCQAea0DHj9+XOhw6C4uLrCwsBC0DXt7e8Y0O8lxvuHDh0seynNzc+XKq1WiRAlOWcGWOurCTlpfsWJFQcuxRwysXbu2oG6UQF6Lkm7dumHDhg3CKqmgOnXqCBpF8OHDh4zuhNWrV4eTk5Nc22rTpg2jBaC/vz/nmGSPAti9e3fB669Tpw62bNmC8uXLw9HRUSXdwQrD3udeXl6CR2k0NjbGP//8AzMzM5QrV47T5bdbt26S/FdisVju0RnNzMwYgaiidA8NCwtj5F3U09ND586dBS/fp08feHh4oFy5cihTpozg4KYiKlWqxGiJVbBrJSGEEPIzKeEfgB4WFuhhYYGvomycTE3DZRVti4JShKhAfk4jTXT5IP/j5eX1QyU8P3DgAKeFXbly5bBmzRqFHrSCgoKQmZkpmTY2Noabm5tc69DX14eHhwdu3LghKXv06FGhQakqVaoI3kbBBMYABCVUFPp9ZGVlISQkhBOgACD3g7gysLs5WVpaClqO3e2vZs2acm23bt26cs2vCKF1YgdKC7Z6Eoq9zNOnTxnTnz9/5iQHd3d3F7x+HR0dtG7dWu56KRN71Dx56g8ADRo0EDSflpaWoACvSCTC27dv8fDhQ0mQOl9RziW+1oPy5M2ztbVlJKxXJfb5GhUVpZbtEkIIIer07u5dlC/w226rq4feFha4DNXcO1NQihAV2bVrF4AfswvZj65govMfxZMnT7BixQpGmbGxMTZv3iwzr4osX79+ZUxXqVJFoeBW1apVGUGpmJiYQpfha5kkDbtO8j7gisVixMTE4OPHj/j06ZMkmfi7d+/w/v17qa04NBGUKhgoASB437JbZAhtYZXPxcVFrvkVUTCRuSzh4eGM6SNHjnAS2MuLfUyyW6SVKlVKrkCHpolEIkRHRzPKCsuFpSyxsbGMcykiIgLv3r1DWFiY1N+yopxLRT221Yl9DEnrakwIIYT8yJ7v2IGqatweBaUIURFjY2McOXIEGRkZjK4JRPVKlSr1Q7WQio2NxaRJkzjBk+XLlxfpQbRgDhkAgrvTsbGXY7eS4KPqUQ/z8xJdvXoVwcHBGklargh210ShgZKEhATGtDxBv/z59fT0VDoKn9DjS8jxIy92Djb2NuT9vjQtJSWFk7xdVZ8hLS0Nfn5+uHz5Mp4/f875LlXtR9pX7CCytK7GhBBCyI9M9/GTwmdS5vbUujVCfkGGhoYoX768pqtBiimRSITJkydzWjWNHj0a7du3L9K62Ym8FQ0UFUyYDECjLf9yc3OxY8cO/PPPP4zRumQpX748WrVqVSxazrG/O3bXRWkKdsMEoNAw9CYmJioJCOUTmnepqEmx+bCPdfb3xT6Gizu+fGeq+AzHjx/HunXrOEFPaUqXLo0WLVrAz89PacfSj7Sv2EEpagVNCCHkZ/M5JATO2dmAHLlbi4qCUoQQokErV65EYGAgo6xJkyaYMmVKkdfNDkIJDeKwsVshaeqhMTc3F5MnT8bly/xpFg0NDVGuXDk4OTnB2dkZVatWRY0aNWBnZwcAxSIopaenx3gIz83NFbQcu+WfIi00VNlKSh7sgNr48eMFjwgpFDvY96O1aOELIH///l2pCdeXLVuGvXv38v5NT08PZcuWhZOTEypUqAAXFxfUqFEDjo6OAIDbt28rLSjF/qzFeV+x893p6elpqCaEEEKIajzasgWV1BiQAigoRQghGnP+/Hns27ePUebg4IC1a9cqZQQp9pDqij5EFrXrmLJs376dE5BycXFBv379ULduXTg5OUn93jQx0h4fY2NjRlBKaEsLdoJlebtY5eTkKByUVDZ2Nz9zc3M0atRIqdtgH6OqaJ2lSmZmZtDW1mYELVNSUjjntKLOnz/PCUg5ODhg0KBBaNCgASpWrAhdXem3iMo8n9ifqTjvK0VbOhJCCCE/CtHde7zln1W4TQpKEUKIBrx58wbz5s1jlBkZGWHz5s0K535ic3Bw4GwzNzdX7oDXq1evGNP5rSXUKT09HTt27GCUeXl5YcWKFYI+Dzu/FqCZROempqaMugjNheXk5ISAgADJ9OvXr+Xabnh4uEY+L59SpUoxpuX9LIps4/Pnz0hLS5Mr2fmtW7eQnZ0NBwcHODg4qDVRupaWFmxtbRn5CMPCwuQ690JCQvDhwwc4ODjA3t4e1tbWAPKO+w0bNjDmbdiwIbZt2yaoW6hYLFbq6Hv5LRnzvXv3Tu51nDp1CjY2NpLPqswWZQWxz1cKShFCCPmZJEVHwzk9nbfrXnIFJ+D9e5Vst+iv4gkhhMglJSUFPj4+nG4qS5YsUeooadWrV2d0L0lPT8fz58/lWkdGRgaePXvGKKtaVZ3jceS5d+8eI2+QiYkJ5s+fLzjAFhoayikT2nVOmcqUKcOYFjoIgru7O2O6YIBKCPY+1KTatWszpu/cucNJ6l2YZ8+eYevWrTh37hwCAwM5o++VLVuWMRqgWCzGixcv5NrGihUrMH78eHh5eaF27dpynztFxd7n8u7DI0eOYMqUKejVqxcaNWqEf//9F0BesIo9OuHixYsF5yn78OEDpytoUc4lDw8PxvTbt2/latUXFxeH2bNnY+TIkWjfvj0aNmwo9/Ek1OfPzPfE9vb2KtkOIYQQogkPt26FvpSue2W7dVPZdikoRQghaiQWizFjxgzOQ+Hw4cPRuXNnpW7LwMCA82B75MgRudZx4cIFRncaHR0d1KtXTyn1k0dkZCRj2tnZWa6WK+fPn+eUqerBVRb2oAdRUVGClmvWrBmjO1VoaKhcQZLTp08LnlfVGjRowJiOjY3FxYsX5VrH+vXr8ddff2H69OkYMGAAFixYwJmnbt26jOlz584JXn94eDjeF3gbaGxsjGrVqjHm0VJxvgX2eXb+/HnBLZJyc3Nx69YtRll+MJB9LllbW8vVAkvZ55KzszMjgJiZmSk1bxyfGzduMKZr1aoFHR0dhesjCzsoRYOYEEII+ZmkXr3GWx6Xmws3JT+nFERBKUIIUaPNmzfj5s2bjLLGjRvj999/V8n2BgwYwJg+e/YsHj16JGjZhIQErFu3jlHWpk0bpXUvlAc7ABAfHy942Vu3buHMmTOcck3kmXJ2dmZMf/jwQdBy1tbWaNOmDaNsyZIlgoIBN27cELzP1aF8+fJo3Lgxo2zt2rWCR4C7du0aHj58yCjrxvP2rk+fPoxpX19fvHnzRtA28lsV5fP09OTkWGK30lN2y7suXbowuodFRkbi6NGjgpY9f/48I4Di4OCAmjVrAuCeS2lpaZwR8KQJCQnB9u3bOeVFPZd69+7NmN6yZYughOcikQh79uxhlHXq1KlIdZElPDycMc0+nwkhhJAfVUZqKpyk3ItFOzpCR0auyaKioBQhhKjJrVu3sHnzZkZZxYoV8ffff6vszX67du1QsWJFyXRubi4mTpxYaCubhIQEjBo1CnFxcZIyXV1djBs3TiX1LIyTkxNjOioqSlDrmmvXrkkN+GlilC92VyV2vi5ZfHx8GIGRoKAgzJo1S2Zg6uXLl5g9e7b8FVWxMWPGMKY/f/6MMWPGFBpsfPXqFebMmcMoc3FxQdu2bTnzNmzYENWrV5dMZ2dnY+LEiYiOjpa5DV9fX5w4cUIyra2tjcGDB3PmY48ap+wE3WZmZujbty+jbOXKlXjw4IHM5d6+fYulS5cyyoYMGSIJorHPpczMTKmj8BUUGBiIMWPG8I7iWNQk+gMHDmR8nxEREZg2bZrMYJdYLMbixYsRFhYmKbOxseENSp06dQpVqlRh/PP395erjmKxmHO+ss9nQggh5Ef1cMcOmEhJi1GmezeVbpsSnRNCiBqkpKRg+vTpjNYUOjo6GDJkiNy5bmQxMDBg5OzR1tbGunXr0KdPH0kQJiEhAQMGDMCQIUPQv39/Rp6j1NRU+Pn5YcOGDYiNjWWse+LEiUrNeSWPhg0bwsLCgpFgeebMmYiJiUGvXr0YXflycnJw//59nDhxApcuXZK6TnlHsFOGatWqwczMTBLA+PDhA759+yYoYXLFihUxduxYbNy4UVJ27tw5hIeHY/r06ahbt66kFUxSUhKOHTuGrVu3FptR9wqqV68eRowYgZ07d0rKgoKC4OXlhXHjxqFz586MEfQSExNx9OhRbNu2jfF59PT0sGjRIqm5xVauXImePXtKlgkPD4e3tzd8fHzQtWtXmJmZSeaNjo7Gzp07cfDgQUY3uUGDBnG67gGQJA7Pd+XKFYwaNYqTuLsoJk6ciDt37khyoqWnp2PUqFEYNGgQBg4cyMhplJaWhpMnT+Lvv/9mJOR2c3NjtJisVKkSKlasyEgovm7dOnz79g1DhgyBlZUVow6BgYE4ffo0Tp8+LTUAmpKSUqTPaW1tjQULFmDGjBmSsuvXr6NHjx6YMmUKmjZtysiP9/z5c/z111+4d485QtCCBQsE58aSV3h4OCOvXcWKFTnHACGEEPKjirlwEXx3MCm5uag/fDgSVTg6LgWlCCFEDVJSUjhBkJycHPzxxx9K3Y69vT0nx0qVKlWwZs0aTJs2TTKkeVZWFnbs2IEdO3bA3t4eVlZWSEtLw6dPn3hbQgwZMgS//fabUusqDwMDA0ydOhXz58+XlGVlZWHFihVYs2YNypUrB1NTU8THx+Pr16+cFha1a9eGnZ0do3XV+/fv0bp1a7V9BuB/ObmuX78OIK/lWmBgIJo3by5o+XHjxiE8PBy+vr6SsufPn2PQoEGwsrJC6dKl8f37d0REREAkEknm6dGjB86cOaORPFrSTJs2DdHR0fDz85OUxcbGYuHChVi6dCkcHBxgbm6O5ORkREREcLrH6ejoYMmSJZJuaXycnZ2xevVqTJ06VdJFLTExEYsWLcLy5cvh4OAAMzMzJCQk4NOnT5zlmzRpIrWlXeXKlRnTMTEx8PT0RMWKFSESidC8eXNMmTJF8PfBx9DQEBs3bsSwYcMkLbyys7Oxa9cu7Nq1SzKqXnp6OsLDwxn7HMi7HmzYsIHTEnPmzJkYPXq0JPgmFovxzz//YPv27Shbtqzke//y5YvkmpGvYsWKqFOnDiM/3XsljMbj5eWFsLAwbNu2TVIWGhqKsWPHwtjYGA4ODtDX18fnz595W9T5+PhwurgqE7vLaMOGDVW2LUIIIUTdrD994h1172PJkqhvbAyoMChF3fcIIeQX0KZNGxw8eJA3oXFUVBRevHjBO6qWubk5li9fzukypQl9+vThDYyJRCKEhYUhKCgInz59YgSkDA0NMXnyZOzbtw/NmjVjLHf79m2V15kPu3vRnTt3BC+rra2NVatWYcyYMZzcQAkJCQgODsb79+8ZwYmWLVvyJgLXNB0dHaxfvx6TJ09mtIIB8vZpeHg4goKCEB4ezglI2djYYOvWrby5pNjatGmDffv2oVSpUozy7OxsfPjwAc+fP+cNSPXo0QNbtmyBvr4+73qrVKmCpk2bMsq+f/+OFy9eICQkRGl5vMqXL49jx45xRi0E8s7d58+f4927d5yAlLu7O/bv3887QlyzZs0wf/58TrAqNzeX8b0XDEjp6Ohg8ODBOHHiBO8xLDQJuyxTp07F4sWLYWhoyChPT09HaGgoXr58yQlIGRgYYO7cuZgwYUKRty8Lu1VWly5dVLo9QgghRF0+Pn4MeykDuJg1b8ZbrkwUlCKEkF+Em5sb/Pz8sGDBAk4rDzZ7e3v4+Pjg8uXL8Pb2VlMNCzd16lT8+++/nFEF2ezs7DB06FBcvnwZY8eOha6uLlq1asXo2hMQEIDXr1+rusocrVu3ZnTXkzc4pq2tjSlTpuDkyZNo1aoVJwF3vtKlS+OPP/7A1q1bpQZWNE1LSwtjx47FlStX0K9fP07XMbYyZcpgwoQJ8PPzE9y6DMgbke3KlSuYOXMmypYtK7M+jRs3xp49e7Bs2bJCu4KtW7cOnp6evCPxvXnzRimBGiAvCHfo0CFs3LgRtWrVktpdEchrybRkyRIcPHiQNyCVr3///jhy5AiaNGkicyRBS0tL9OrVC76+vpg7dy6MjIxQu3Zt2NraSub59OkTp4Wmonr37o2rV69i4MCBsLS0lDqfgYEBvL29cfbsWd6cX8qUlZXFyOVVrlw5mS30CCGEkB/Ji4OHpP6t5sBBKt++llhZd0yEqFFMTAyn1QOQ93BX1HweIpEIb9++ZZRVqlRJ6oMfIT+qmJgYBAUFIS4uDikpKdDT04OtrS2qVq3KSI5eXH358gVBQUH48uUL0tPTYWpqCisrK7i4uBT7UbHmz5/PGEntxIkTjKTc8khISMDTp08RGRmJzMxMWFtbw8nJCR4eHjKDDcWRWCzGmzdv8PbtWyQmJiItLQ3GxsYoWbIkqlWrBicnJ6V8poiICLx8+RIJCQlITU2FmZkZSpcuDQ8PD5mBEGmioqLw6NEjxMfHQyQSoUSJEnB0dETDhg1VMohBYmIinjx5gtjYWCQlJcHQ0BDW1taoVasWb2vIwsTHxyMoKAhRUVFIS0uDkZERrKysUKlSJbi4uGjsOMrNzZW0/ktISEBWVhZKlCgBJycn1KpVi9OiSlWuXr3KaIk1depUjXZnJspF932EkF/dscaNUT2eO/JeBADP1yEAVPv8TVdbQgj5RdnZ2aFdu3aarobCSpUqxemS9aMYMmQIjh07JmlJ4+vrq3BQysrKSu25sVRFS0sLLi4uKk+oX7ZsWZktpuRlb28vs1WSsllaWip1n1tbW6NVq1ZKW5+yaGtro3r16gqfG8pSMIebsbEx+vTpo8HaEEIIIcqTm5uLMrFxAE8r7ORyyrtXkoW67xFCCCFq5uzsjBYtWkimfX19JYm4CSHFR1xcHKNrore3NywsLDRXIUIIIUSJXl+9CmspaQGs1fTCioJShBBCiAaMGzdO8v+EhAScP39eg7UhhPA5cuSIZAAIAwMDjBo1SsM1IoQQQpQn9MQJ3nKRWIzag1SfTwqgoBQhhBCiETVq1ICnp6dkeu/evRqsDSGELSsrC0eOHJFMDxgw4IftMkwIIYTwyXn6lLc8XE8XFmXKqKUOFJQihBBCNGTq1KnQ09MDkDda27Vr1zRcI0JIvqNHjyI2NhYAYGFhQcnNCSGE/FREIhGCY2IQ8/8tggvKqFRJbfWgoBQhhBCiIeXLl2c86G7YsAE0KC4hmpeRkYFt27ZJpqdPn065pAghhPxUHj9+jD8/fULL92Ho9OE9Fsd8wbXUVKTk5MC+Y0e11YOCUoQQQogG/fbbb6hQoQKAvNZSFy5c0HCNCCH79u2TtJKqV68eevTooeEaEUIIIcpVsIX+h6wsHE5KwsToKLSO+gSPAQPUVg8KShFCCCEapK+vj7Vr10JfXx8AsGrVKqSnp2u4VoT8umJiYrB161YAQIkSJbBixQpoaWlpuFaEEEKIcl2/fp23vEmzZjA0NlZbPSgoRQghhGhYtWrVMGvWLAB5D8RbtmzRcI0I+XWtXr1aEhheunQp7O3tNVwjQgghRLnS09Nx79493r+1bt1arXXRVevWSLGWm5uLoUOHwt/fHwBgb2+PGzduaLhWhBDyaxgwYAAGqLGpNCGE35o1a7BmzRpNV4MQQghRmQcPHiArK4v3b+oOSlFLKSKxfft2SUCKEEIIIYQQQgghP5/79+/zlltZWaFWrVpqrQsFpQgAICgoCBs3btR0NQghhBBCCCGEEKJCDx484C1v0qQJtLXVGyaioBRBWloapk2bBpFIpOmqEEIIIYQQQgghREVyc3OlBqUaNmyo5tpQUIoAWLBgASIjIzVdDUIIIYQQQgghhKjQ69evkZSUxPu3Ro0aqbcyoKDUL+/MmTPw9fXVdDUIIYQQQgghhBCiYq8OH8ZvVtaoZ2QMIy0tSbmuri7q1Kmj9vrQ6Hu/sI8fP2LRokWS6UqVKuHt27carBEhhBBCCCGEEEJUJffWbUyysQEAiMRivMnMxLPv3xFVpjSMjY3VXh9qKfWLys7OxrRp0/Dt2zcAgIWFBSNARQghhBBCCCGEkJ+L5devkv/ramnB1dAQAywt0cHGViP1oaDUL+qvv/7CixcvJNNLliyBra1mDkJCCCGEEEIIIYSoVlx4OByk/K1E/XpSl0v6lqiaCoGCUr+kBw8eYOfOnZLp3r17o23bthqsESGEEEIIIYQQQlTpxYmTUv/m4uUl9W8xSeEqqE0eCkr9YhISEjB9+nSIxWIAgJOTE+bMmaPhWhFCCCGEEEIIIUSV4u7e5S2Pzc1FWQ8PqcvFJ0eqqkoUlPrVzJkzB7GxsQAAPT09rFmzBkZGRhquFSGEEEIIIYQQQlRJ7/173vIYS0toa0sPD6WmU1CKKMH+/ftx8+ZNyfSkSZPg5uamwRoRQgghhBBCCCFE1bIzMuCYkcH7N51qVWUu+zXdWRVVAkBBqV/G69evsXr1asl0/fr1MWLECA3WiBBCCCGEEEIIIeoQfNEPxlJaQ5UtJMf0x5SyqqgSAApK/RIyMjIwbdo0ZGZmAgAsLCywatUqmc3zCCGEEEIIIYQQ8nMIv3yJtzxTnIvqMpKcA8DXVP4WVspAUYlfwLJly/Du3TvJ9KJFi1CqVCkN1ogQQgghhBBCCCHqkv3iBW95hJ4+DExMZC4bk5qpiioBoKDUT+/q1as4evSoZLpnz57w9PTUYI0IIYQQQgghhBCiTiXjE3jLM8qVK3TZ2BQKShEFfPnyBfPmzZNMly9fHnPnztVgjQghhBBCCCGEEKJOX968QSktLd6/WTVqKHPZlIxsfMsSqaJaACgo9dPKzc3F9OnTkZSUBADQ09PD6tWrYWxsrNmKEUIIIYQQQgghRG1enTsn9W/VunWXueyXZNXlkwIoKPXT+ueffxAQECCZ9vHxQY0aNTRYI0IIIYQQQgghhKhb/EN/3vLY3FyUca0mc9nPKg5K6ap07UQjgoODsXnzZsl06dKl4erqivv378tcLi4ujjGdmZnJWaZixYqwtbVVXmUJIYQQQgghhBCiMtofPvCWfzU3L3TZz0nflV0dBgpK/YTevHkDkeh/fT4/f/6MESNGyL2euLg4DBs2jFG2fPlyeHt7F7mOhBBCCCGEEEIIUa3c3FyUSksDtHk6ylWqWOjy1FKKEEIIIUQNbt68iZcvXwIAOnXqhAoVKmi4RoT8ehISEnDw4EEAgL29Pb0MJYSQIop48gRWfAEpAHaNGhW6vF7mQXg5P8YlZVfs/1FQihBC1GzWrFk4ffo0p1xPTw/37t2DuYBmtIW5ePEipkyZwinv0qUL1qxZU+T1a4K/vz8GDx4sma5Xrx7279+v9O20atUKUVFRkunr16/DwcGBM9/GjRuxadMmyfSECRPg4+Oj9Pr8aj59+oTWrVtLpu3t7XHjxg2Vb/fdu3eYPHkyMjIyUL58eYwZM0ap62ef99JaHqvrOP/Z5OTkIDc3F3p6epquSrFSpUoVxvSbN280VBPhrKys8PjxYzx48AAAYG1tjebNm2u4VoQQ8uMKvXARjlL+Vq1Ll0KXt9C+ihaOj3AJqnlZR0Gpn5C3t7dCb5U09SBACMmTnZ2NK1euoFevXkVe1/nz55VQI0J+DVlZWZg2bRoyMvKap8+ePZuCGz+QwMBALF68GJs3b+YNIJMfz9y5c+Hl5YWcnBzMmTMHvr6+sLKy0nS1CCHkh5QU+Ig3KBUtFqNquXKFLq+v9VX5lSqARt8jhJBi5OLFi0VeR3JyMm7fvq2E2hDya9i0aRNev34NAGjcuDFatGih2QoRQeLi4jBz5kwMGDBAsv/Iz6FSpUro2bMngLz9vGDBAs1WiBBCfmD6EZG85QkCg/0muhSUIoSQX4a/vz/i4+OLtI7Lly8jOztbSTUi5OcWFhaGXbt2AQC0tbUxY8YMDdeICDVw4ECcOXNG09UgKjJp0iQYGxsDyPtdu3XrloZrRAghP54ckQhlvvOPnqfjUoW3vKD0jDSY6KUqu1oMFJQihBAN0y6QeDAnJweXLhUtjaCvr29Rq0TIL2PBggWSIG6nTp3g4uKi4RoRobKysjRdBaJC1tbWGDp0qGR6yZIlyMzM1FyFCCHkB/Tuzh2YSUlyXqZp00KXj074oOwqcVBOKUII0bA6deogICBAMn3hwgUMGDBAoXV9+fIFjx49kkyXKlUKX758KXIdi4P69esXqyS9Pj4+lNj8B3ft2jXJuaetrY1x48ZpuEbF7zgnRJOGDh2KvXv34tu3b4iIiMD+/fsxcuRITVeLEEJ+GIFRUZj7PgxuhkZwMzSEm6EhqhkaQl9LC65duxa6/NekcJXXkVpKEUKIhnl4eMDe3l4y/eTJE4UDSefPn4dYLAaQN5pf27ZtlVJHQn42YrEYGzZskEw3a9YMFSqoZlQZQohizM3NGYP3/Pvvv/j27ZsGa0QIIT+WR4GB+JidjQupKVgZ+xWDIiNQ720opurpwqxkyUKXT0qLUHkdKShFCCHFQMeOHSX/F4vFCic8L9h1r3nz5jA3Ny9y3Qj5GV26dInRIkkZo14SQpQvP+E5ACQmJuLAgQMarA0hhPxYAgMDOWU5ABzq1RO0/Lfvn5RcIy7qvkcIIcVA586dsWPHDsn0hQsXMHz4cLnW8e7dO8YIVF26dMHbt2+LXLf09HRJ662EhATo6+vDysoKlSpVgouLC7S0tIq8DQCIjIzEw4cPkZCQADs7O9SvXx+lS5dWyroBIC0tDc+ePcOHDx/w7ds3WFlZwdHREXXq1IGenp7StiOUWCzGmzdv8Pr1ayQlJSEzMxOWlpawsbGBh4eH0gOKUVFRCA4OxtevX5Geni75/B4eHkX+/BkZGXj+/Dm+fPmC5ORkpKamQldXFyVKlEDp0qVRrVo12NjYKOmTKMeePXsk/7exsVF4xD2RSIQXL17gzZs3SE5OhomJCUqVKoV69eqhRIkSyqmsnDIzM3Hr1i2Eh4fD2NgYbm5uqFmzpqBzVR3nu0gkQnBwMN6+fYvExESIxWKUKFEC5cuXh5ubG0xNTYu8DVULCwtDSEgIYmNjkZmZCTMzM5QqVQo1atQo0rGenZ2N4OBgREVFISkpCSkpKdDW1oapqSlKlSoFFxcXRstaVUtLS8OLFy/w4cMHpKSkQE9PDxYWFqhSpQqqVKmilmuni4sL3Nzc8PLlSwDA/v37MWLECOjq0mMMIYTIIhKJ8OTJE96/1a1bV9A6MjOjAH1l1oqLruZEwsHBgfJYEKIhLi4uqFSpkiSI9PLlS0RERKBs2bKC11GwlZSZmRlatmxZpKDU48ePsXXrVjx8+FDqaH4lS5ZE165dMXr0aFhaWha6zo0bN2LTpk2S6bt378LKygrLly/HoUOHkJOTI/mblpYWmjZtij///BMODg7w9/fH4MGDJX+vV68e9u/fX+g2P3z4gE2bNuHq1au8SXItLS3Rt29fjBs3Dvr6wn912Z9lwoQJgnJMRUdHY9++fTh9+jSSkpJ459HR0UGNGjUwfPhwtG3bVlAgoFWrVoiKigIANGnSBDt37gQAXL9+Hdu3b0dQUJCka2dBpqam6Ny5MyZMmCDXw/T3799x8uRJnD9/Hi9fvix0xEc3NzcMHDgQXbt2hY6OjuDtqEJISAiePXsmmW7fvr3cD7jJycn4999/ceLECSQkJHD+rq+vD09PT0yfPh12dnaC1yv0OP/06RNat24tmZ42bRpGjx6N27dvY/bs2YiLi2PMb29vj99//53RKrMgVZzvbO/fv8fu3btx6dIlpKSk8M6jp6eHNm3aYMyYMbxJ5wse52wFvw8g79h3cHCQu57SJCUl4eDBgzh58qTUOgB5eQKHDRuGNm3aCFqvSCSCr68vzp49i6dPnyIjI0Pm/M7OzujTpw/69esn1zVLHg8ePMDevXtx9+5dqceDhYUFvLy8MGbMGFgJHFZcUV5eXpKgVGxsLK5fvw5PT0+VbpMQQn50r169wncpI+8JDUqJRZ9VHpSi7nuEEFJMdOrUiTF94cIFuZY/f/685P/t2rWDgYGBQvX49u0bJk+ejP79++POnTsygw1xcXHYtWsXWrduLXd98y1fvhz79+9nBKSAvJZE9+7dK9Kb+D179qBLly44f/681FGbEhMTsXXrVnTr1g3R0dEKb6swYrEYe/fuRfv27bF7926pASkgbxTGp0+fwsfHB3379sXnz5/l3l5WVhZ+//13jBs3Ds+ePeMNSAF5LSGOHDmC9u3b8zbx5nP//n14enpi8eLFePr0aaEBKSAv0Dpr1iwMGjQIycnJcn0WZTty5Ahjunnz5nIt/+DBA3Ts2BHbt2/nDUgBed+/r68vOnfujHv37ilcV3k8ffoU48eP5wSkgLyWcp8+cZvgq+N8z8nJwfr169GlSxccO3ZMakAKyGsp5Ofnhx49emDr1q2Ct6FqFy5cgKenJzZs2CAzIAXkdZUYP348Jk6cWGiA6dWrV+jSpQtmzZqFBw8eFDo/kNdKa9myZejevXuhdZFXQkICxo8fj6FDh+LmzZsyj4ekpCTs3bsXHTp0wK1bt5RaD7YmTZowptnnMCGEEK6Cgx8VpKenh+rVqwtahw5ilFklXhSUIoSQYqJz586MaXnySj158oTxwNmlSxeF6vD161f0798ffn5+nL+VLFkSrq6uqFy5Mqd7zbdv3zB16lT8888/cm3vv//+k9naqUmTJnK1Milo/fr1WL58OeehytTUFFWrVkXlypVhZGQkKQ8LC8OwYcOQnp6u0PYKM3fuXCxbtowTHDMwMECFChXg5ubG+1mfPXuGHj16SFoJCCEWizF9+nRG6zkdHR04OTnBzc0Ntra2nGXS0tIwatSoQpPs37p1C6NGjUJMDPMmRU9PD+XLl0eNGjXg6uoqdb89fvwYf/zxh+DPomy5ubm4evWqZNrQ0BD1BOZVAP73+dmBHz09PTg7O8PV1RUWFhaS8pSUFIwfP57RtVYV0tPTMW3aNGRlZfH+XUdHB926dWOUqeN8F4lE8PHxwT///AORSMT4m5GRESpWrIjq1avD2tqas9xff/2FdevWFboNVdu5cyemTp3KCSTr6OigXLlyqFGjBm+LrMuXL2PkyJFSAzsvX77EgAED8P79e856HR0d4ebmBjc3N9jb2/O2lnz37h2mTJmC3NxcxT9cATExMejXrx+uXbvG+ZuFhQWqVq2KatWqwdjYmPG3pKQkjB8/Hv/9959S6sGnQoUKjG6L/v7+SExMVNn2CCHkZyAtKFWzZk3BL6+NdL4qs0q8qPseISqWkZ2D2FT+FhpENWzMDGCop9nuQYpwdHREzZo1ERQUBAAIDQ3Fu3fvULFixUKXLRh8yM/HJC+RSITJkyczHp61tLTQs2dPDB06lFGPnJwcBAQEYMOGDYy+6uvXr0eFChXQrl07Qdtcs2aN5P/Ozs6oX78+dHV1ERoaioCAAEaCW3lcu3aN88BctmxZzJw5E82bN5e0vsrIyMDly5exevVqxMbGIjw8XKHtFWbNmjU4efIko6xcuXKYPHkyWrZsyQiOvX//Hnv27MHx48clD5vx8fEYO3YsTp06JaiL3cOHDyUtz0qWLIlx48bBy8uLEVx4/fo11q9fz3iQTE9Px99//43ly5fzrjctLQ1z585lBBfKly+PadOmoXnz5pwbnK9fv+LUqVPYtm0bI9h3+fJlBAcHw9XVtdDPomxPnz5FfHy8ZLp27dqCb8yioqIwdepURpDB1NQUPj4+6NGjB8zMzADkBb4ePXqE1atX48WLF/j+/TtCQkKU+0FYDh8+LAmaGBsbo1WrVihVqhSio6Nx7949eHh4MIKR6jrf165di+vXrzPKKleujEmTJqFZs2aM7mePHz/GsmXLGAHY7du3o27dumjatCkAYPXq1ZLA7vTp0xnBwdWrV6NkgZGElJHH7ObNm1i9ejWjzNLSEhMmTEDnzp0ZAcjIyEj8/fffjOvxo0ePsHHjRkydOpWxDpFIhDlz5jDOCxsbG0ydOhXt2rXjBAKTk5Nx/vx5bNy4kRGMCQoKwrVr1wRfc6URiUSYNGkS5xrYsmVLjBs3DtWrV5cExkQiEfz8/LBy5UrExsYCyGvhNnPmTPj6+vIGvZWhUaNGOH78OIC8Y/LWrVucQCshhJD/kdYCXmjXvZycHJjpxRc+YxFRUIoQFfmelYPpJ4Jw9VUMMkXKeYtJhDHQ1UbbanZY3bMmjPR/rOBUp06dJEEpIK/LyKRJk2QuIxKJcOnSJcY6tLXlbwi7ZcsWPH78WDJtYGCAjRs38nZt0tHRQcOGDdGgQQOsWLGCkTR69uzZqFu3rqCcM/kP0dOmTcPIkSMZ9Y6IiFAo0XlWVhYWL17MKHN3d8e///7LedAzNDSEl5cXmjRpgqFDhyI0NFTu7RXm1atX+PfffxllLVu2xPr16xnBqHwVKlTAokWL0KpVK0yePFmSC+Dr16+YNWuWJFeULPkBqSpVqmDPnj28+V5cXFzwzz//YNq0aYyuWFeuXMHChQt5c9Xs3LlT8hAK5AX6jh07JjUpu62tLcaMGYNmzZqhd+/ejGDOlStXNBKUun//PmO6SpUqgpdduXIl0tLSJNMlS5bE7t27UblyZcZ82traqF+/Po4ePSp5UFe1/HPJw8MDmzdvZuzz79+/c1qVqON8f/PmDWNeAOjQoQNWrVrFe3zVrl0bhw4dwqhRo+Dv7w8gr9XfunXrJEGp2rVrM+pckIeHh1JzSGVmZmLRokWMrq+VKlXCzp07eVsCOjo6Ys2aNShTpgy2bdsmKd+zZw8GDx7MCJidOXOGkcfTwsICR44ckVp/c3NzDBgwAC1atIC3tzej1daVK1eKHJQ6evQonj59yiibPXs2hg4dyplXV1cXXbp0gbu7O/r27Su5JiQlJeHff//FnDlzilQXaapWrcqYvnfvHgWlCCFEiqysLLx48YL3b3Xq1BG0jq/JUdDVFhU+YxFR9z1CVGT6iSCcf/6ZAlIakCnKxfnnnzH9RFDhMxczHTt2ZCSBFtKF7969e4y8Nl27dpV7u2lpadi7dy+jbNmyZYXm2tHS0sLs2bPRsmVLxrrkGbLb29sbo0eP5gTSypYtq1A+qbNnzzK6oJmbm2Pjxo0yR/SytrbGP//8w+mWogxr165lPNRWrlwZGzZs4A1IFdSiRQssXLiQUXb37l1Ggm5ZdHV1OcEJNi0tLcyZM4dxzKWlpUntasY+HmfPni1olMBq1apxkhJ/+PCh0OVUoWDQFxAelPr48SOuXLnCKFu+fDknIFWQjo4OVqxYobbgm7m5ObZt28bZ50ZGRihTpoxkWl3n+/bt2xldy1xcXKQGpPIZGBhg9erVjIDTq1ev8Pz5c5l1U4WzZ88y8swZGxtj69athXYpnjx5MiOAkpmZiTNnzjDmYXeZnDBhgqCAmr29Pfr06cMoY3f/k1dubi5j9FcA6NevH29AqiAHBwfMnz+fUXbq1ClON01lYZ+rmjgmCCHkR/HqyRPoSOk+LjQoFZOonns1CkoRogIZ2Tm4+kr1SeGIbFdfxSAjO6fwGYsRGxsbRn6b8PBwBAcHy1zm3Llzkv9XrFiR8zZZiJMnTzJagLi7u3NyXMkyefJkxrQ8SWhHjBgheF4hCn4fADB48GBB3Xjs7e2VXpeYmBjcvXuXUTZ//nzBI2Z5eXlxumLu27dP0LKtW7eGo6NjofOVLFmSE1j5+pWbPyAtLQ2urq6oVasWSpYsCTs7O0ZwojDshJqpqamCl1Um9ltDWUGlgnx9fRnBxfr166NZs2aFLqerq4tZs2bJV0kF9ezZEyVKlCh0PnWc79++fWPk7gKA33//XdCxb2dnxxgl0NjYWOU5ufiwA0kDBw4UdE5pa2szRlDU09NDWFiYZFosFsPOzg61a9eGnZ0dDA0N0b17d8H1Yp9LBfelIvz9/RmDKRgaGnK6G0rTtm1bRjBNR0eH8VmViX2uhoeHy0yaTwghv7JPR48hoFJl+JZ3wqrSpTHU0gr1jY1R0shI8LNCfEqEimuZh7rvEUJIMdOpUyc8ePBAMn3hwgWpLS2+f/+OGzduSKYVTXDODpzI29rKxcUFjo6OiIyMBJA3SpeQfFjW1taCcmYJlZ6ezumC4uXlJXh5b29vbNy4UWn1YY+65uzsLLgff74BAwZIujIBefmihJAnr5i9vT0j5xHf8MGmpqaMpNMikYg3+bI0+fmW8gkZsU/ZUlJSOMmqnZ2dBS1blHOkXr16KFu2LCIiVHtzJ3Sfq+N8DwwMZCT1t7W1RePGjQVvY+zYsejWrRucnJwUHuygKL59+8ZpVSdP4Khdu3awtrZG+fLl4eDgwGiNqKWlhWXLlkmmRSIRdHWF35Ir+1xiHw+tW7cWFNwE8j7L2rVroaWlhfLlywtqOamoEiVKwNbWlhE0j4iIgJubm8q2SQghP6pvL19AR0sLzgYGcDYwQOf/v6x/0NYW3BMh5VsECk/GUXTUUooQFTDU00Hbauq/iSZMbavZ/ZAJzz09PRk/Fn5+fowWGgVdu3ZNkihXS0tLrtYO+XJzczmBHEW6G1WrVo0xzV4nnxo1asi9HVlevXrFeECzsrIS1LIhX5kyZRgjPBUVe9QTRRLQs5eJj48X1BJBnlxJ7G6L+TmpZBH6EJ2QkIBr167h8uXLjHJljRgmj4IjVAJ5n1tIkvOcnBzO6Ie1atWSa9tCm8oXRc2aNQudR13nO9/3JU+uu3LlyqFBgwYaCUgBQEhICKMbmoWFBSpUqCB4eVNTUzRv3hzlypVjBKT4CD2XUlNTcefOHc6gCUU9l9j7yt3dXa7la9WqhZo1a6o0IJWPnbssKipK5dskhJAfkdFn/tGU0+QYjCIjUz3XWI20lJo9e7YmNlsk7LdahBRmdc+8hwNKdK5+BROd/4hKlCiBZs2aSUasio6OxtOnT+Hh4cGZ9/z585L/K5rkNy4ujtOVqnfv3nKvhy0mpvAurMoYHasgdksURVphubi4KO1Bh90NTpGulRYWFihTpgwjt83Xr18LbeEjtKUDAM5Ds7wPuVlZWYiIiEBERAQ+ffqET58+4f379wgLC2PUuyBpgVZVKpikHeC2OJHm8+fPjGCntrY2nJyc5Nq2PEFCRejp6TFGgpNGXee7Ms5FTfr48SNjWl31F4lEiIyMRGRkJD59+oTIyEh8+PABYWFhiIyM5D1vinou/Uj7in3OFhx9kRBCSB5RVhbss7IAnpdBBnLci4qyogHZKVCVQiNBqdOnT8vV5F/TxGIxBaWI3Iz0dbCpvwcysnMQm5pZ+AJEaWzMDH7IFlIFde7cmTGM+sWLFzlBqYSEBEb3MEW77iUnJytWyUKwu0nxEfIQLY+CCd8B4UGHgmQlBpcXe8QzRT+vhYUFI7jDXi8fVSRtL+jly5c4e/Ys7t+/jw8fPghqXaVp7G6JspLfF8Q+rkxMTApt/cKmzOOKj9BjS13nO3taHa1olIldf3mCvPJ6//49zp49i9u3b+Pt27dq79r6I+0r9jU9v6UwIYSQ/3l35y6MpbROtm/aRPB6tMT8ra2UTaM5pTTxlpQQdTPU04GjlWofDsnPp1WrVjA2NpbccF+6dAlz5sxhdH/x8/OTPLzo6emhffv2Cm1LVYliv337Vug8QhN+C1Uwhw2Ql7BXXkIDFUKwExAXNuKeNOzPwf6c6vTlyxcsWLAAN2/eFDS/np4e3N3dYWlpyenCp24ZGRmMaaH7OisrizGt6eOKj9BzSV3nuzLORU1i11/Rc1eWlJQULF26FOfOnRPUOlFHRwdubm6oUKECTp8+rbR6/Ej7in0esc9pQgghwIfr11GepzxHLEZVOZ4X9LXUM3CXRoNSWlpaxT4w9SPUkRDy8zE0NESbNm0kI8nFxsbC398fDRs2lMxTsOte06ZNObk25NkWe3rr1q0KrasgWzn6rCsL+7Mo8hZdmcOZs1sr8SUQF4L9wK+ph8awsDAMGTKE0w0un5WVFSpUqAAnJydUrFgRrq6uqF69OgwNDXHq1CmNB6XYgRuhrbvYeac0fVwVhbrOd/ax/6MFD5R17koTFxeHQYMG4f3797x/Nzc3h5OTE5ycnODs7Ixq1aqhZs2aMDU1hb+/v1KDUsbGxowuncV5X7HPWaHJegkh5FeSyhqoI1+Ulhbc5Gi5baqrni7SGh99z9LSstj2XX/37p2g7ieEEKIKnTt3lgSlgLyWUflBqaioKEZiYUW77gHcrhoZGRmoXr26Ql3fNI3dRUqRrkrsfDtFwf5uFf1NYXcf00T3mqysLEyePJkRkNLW1kbnzp3RsWNH1KxZU2YXNXZrI01gBxqEtjhjf6709HRkZWXJ1dJPmcdVUajrfGdvR1UttFSFXX9l77+ZM2dyAlItW7aEl5cXPDw8ZCZ4V/a5VKJECcbnK877ih0cNDEx0VBNCCGk+NJnDeySL9naWvA6vmVm48ibYbA0iIelYTz0MmMBpBW6nCI0HpSqV68e/v77b01Xg9fEiRNx5coVTVeDEPKLaty4MSwtLSX5gy5fvoz58+dDV1cXFy5ckLTiNDExQatWrRTejo2NDXR1dRktOUJCQlCvXr2ifQANKF++PGM6NDRUkhdQKGktFxTBHsnv1atXcq8jLi6O0zJJnhEFleXixYsIDQ2VTOvq6mLLli1o3ry5oOXZebA00QqZ3fVHSBdTAChdujQMDQ0lLUjEYjFCQ0PlGopemcdVUajrfGcHVd69eyfX8llZWTh79iwcHBzg4OCAUqVKqbVVTKlSpRjT8tYfyOt2bWhoCAcHB9jb20u6AAYGBuLu3buMeRcvXiw44byyz6VSpUoxBncICwtDgwYNBC8fERGBZ8+eST6nra2tynLHss9ZVXeLJYSQH01ubi5Kff/Om+Rct3IlweuJScnE7U+e/yv4ngQDLFJGFTmEj81LCCFErXR1deHp+b8fg6SkJDx48AAAs+teu3btitSdy8DAgPNwfevWLbnXc/DgQezduxfXrl1DSEiI4Ad+ZapWrRrju0hLS5MrEPT9+3e8efNGafWpXbs2Y/rhw4dyr4O9TIkSJTjBLnVgd73r3Lmz4IAUALx9+5YxrYmgVJkyZRjTX79+FdSFT1tbGzVq1GCUPXr0SK5tB0lpSq9u6jrf3d3dGdPPnz+Xa5+HhIRg3rx5GDp0KNq0aYNu3brJXceiqFGjBiOZfWJiImeUOllycnIwe/Zs/Pbbb+jUqRNq1aqF+Ph4AHnBqoLq1q0r1wiIyj6X2Pvq2bNnci1/6dIlTJ8+Hf369UOzZs2waJFqHlqAvJx2BbHPaUII+dV9DAyEuZQk56UaNRK8ni8p6uvKTUEpQggpxjp37syYvnTpEt6/f88InHTt2rXI22G/FT9x4oRcQaXIyEgsXboUy5Ytw/jx49GtWzfcv3+/yPWSl4GBARqxfnCPHz8uePmLFy8qNYl4/fr1GS0GPnz4AH9/f7nWceTIEc46taXcbKjSJ1ZT8Jo1awpeNiUlhRP40ESOpfwWTwXr8PXrV0HLtm7dmjF98uRJwcGAyMhIBAYGCq+oiqnjfPfw8GC0bPr8+bNcgbwbN24wptkBXlUzMTGBq6sro6xgd+rCPHz4kJF7rHz58rD+/24TRTmXsrOzOUGtop5L7FZy165dkytvmrr2lVgs5gSl2K1jCSHkVxd29arUv1Xt2FHwemIoKFV8qKr5MSGECFGnTh2ULl1aMn39+nVGKykbGxvUr1+/yNvp3bs3dHX/16M7KSkJq1atErz8ihUrGC1OLCws5GpFo0x9+/ZlTJ84cUJQa6m0tDRs3rxZqXVxcHDgfA9LliwRHPg6c+YM50G+R48eSqtfUeS3+hBi/vz5nJEINZFjSktLC05OToyyDx8+CFrWy8uLkfD87du3OHjwoKBlV61aVawGTVHH+W5mZoaOrJvfdevWCRplLiUlBceOHWOUderUiTNfwZZMgPJb3/Xp04cxvW/fPsFBzH///ZcxzX7BUJA859L69es5LbaKei41adIEDg4Okun09HTBye8DAwMZ+Q1NTEzQokWLItVHmqioKMZnNTU1lZl7ixBCfkWJjx/zlkeLxbCUo6X9l2T1jfSssaCUWCwuVjdo0vwIdSSE/Ly0tLTQoUMHyXRiYiJ2794tme7UqRPnwUwR9vb2nBZXR44cwaZNmwpddtOmTbh27RqjbMyYMXIlgVam5s2bM7qjZGdnY/z48QgPD5e6TEZGBqZMmcLIq6IsY8aMYbzgCA0NhY+PT6Gjed26dQsLFixglNWsWVNjwT52MOf48eOFJm7PzMzEn3/+CT8/P87flD2amVAeHh6M6eDgYEHLWVpaYujQoYyylStX4vr16zKX27RpU7HLT6mu833EiBGMVn1Pnz7FokWLZAamsrOzMWPGDEZy/2rVqvEG3/NzNOVTdoLurl27MoIeycnJ8PHxKXQAhW3btjFajhkZGTECXOxz6fLly4iMjJS5ztzcXGzatAm7du3i/K2oo+Xp6Ohg+PDhjLKdO3cW2jIsJiYGM2fOZJT16tWLN8/ToEGDUKVKFck/RfIgss9VdbeeI4SQH4H2x4+85QlyDpLz07eUevTokeTfypUrNVEFQVatWiWpZ0BAgKarQwj5RbFH1ivYraIoo+6xzZkzh9MVYuPGjRg8eDD8/f05uXeCg4Mxbtw4bNy4kVFeo0YNDBgwQGn1UsTSpUsZI61FR0ejV69e2L9/P6PFTk5ODm7fvo1evXrh9u3bKqmLu7s7xo4dyyi7desWunbtigsXLnCCM+/fv8f8+fMxZswYxt/MzMywfPlyjXTdA4D27dszpmNiYjBgwAA8fPiQ8wInMTERBw8eRLdu3TjdD/NpaoQvdlcloUEpABg7diwqVfpfktCsrCz4+PhgyZIl+Pz5M2Pe169fY+zYsZzzo7hQx/lepUoV+Pj4MMoOHz6MgQMHIiAggBGcys3NxYMHD9C3b1/cvHlTUq6rq4vFixfzrr9kyZKM6QMHDvB/WAXp6+tjzZo1jMD/s2fP0L17d5w7d45z7oaFhWHq1KlYt24do3zKlCmwtbWVTBd80QDkXdMHDhyIq1evcr73b9++4fTp0+jTpw82btzI+7I0JyeH0xJRXv369UPjxo0Z65wxYwZmz56NsLAwxryZmZk4ffo0vL29GV0Ry5Qpw9nfysQ+V3/EwTgIIUTVbFP5fw+0KjrLtZ7Pyep7eaiR0fd+lGHGDQ0Ni5Q8mBBClKFatWqoUKECZ/SuChUqyDX6V2HMzMywefNmjBgxgpG3w9/fH/7+/jAzM0OZMmWgr6+P6Oho3i4nZcuWxcaNGzXWSiqfs7Mz1q1bBx8fH2RnZwPIC4IsWbIEq1atQrly5aCvr49Pnz4xWj3Y2dnBxcVFocTPsvj4+ODTp0+MlgcRERGYOnUqDAwM4ODgACMjI8TGxiImJoazvJmZGbZs2QJnZ/luKJSpQ4cO2LdvH6Orzrt37zBkyBCUKFFCMiJgTEwM4uPjGQ/P2tramDBhAnbt2iV5eE5OTkZcXBwnsKBq9erVg46OjuThPyAgQPAIjUZGRtiyZQsGDRokOUdycnKwf/9+HDhwAGXLlkWJEiXw9etXxn7U1dWFl5cXTp48qZoPpQB1ne9jx45FWFgYo9vx48ePMWjQIJibm6NMmTLQ1tbmnItAXkvRhQsXSr3OVa5cGffu3ZNMnzp1Cvfv30epUqWQnJyMdevWoVq1aoK/Ez716tXDvHnzsHjxYkkQLSoqCtOnT4eBgQEcHR1hbGyMr1+/cvIdAYC3tzcGDx7MKKtRowY6d+7M+E6+fPmCCRMmwNjYGOXKlYOOjg6+fv2KuLg4Tsuyfv36ISAggBEsev/+PScZvzy0tbWxZs0aDBkyRDLKplgsxqlTp3Dq1CnY2dnB1tYWmZmZCA8P53QZNDc3x+bNm1U6Gh570Ad2/kBCCPnVfQ4JQUkpLy9L1q0r17q+pPwC3fcIIYQIx5dPRZmtpPJVrFgRJ0+e5H0DnZqaijdv3uDFixe8D6iNGjXCkSNHOEOpa0rLli2xc+dO2NjYMMqzsrLw9u1bBAcHMx6CbWxssHXrVs78yqCtrY3Vq1fj999/5wxrn5mZibCwMLx8+ZI3IOXu7o5jx45pvFWAlpYWtmzZAhcXF87fUlJSEBwcjODgYMTFxTECUk5OTti/fz/Gjx/PCRDcuXNH5fVms7KyQsOGDSXT8fHxCAkJEbx82bJlcfjwYdSqVYtRLhaL8fHjR7x48YKxH/X09LB48WKl5H5TNnWc71paWlizZg18fHwYeayAvMBkSEgI51wE8kaZXL9+PXr27Cl13f3792e0iATygjvPnj3Dhw8f5GoFJ0v//v2xefNmmLO6PmRmZuLdu3d4/vw5JyClra2N3377DUuXLuUNeC5dupQ3qJKeno6QkBC8fPkSX79+ZQSkbG1tsXnzZixYsICTHF0ZLT2trKxw+PBhtG3blvO3mJgYvHjxAqGhoZyAlLOzM/bt21fkAKAsycnJePnypWS6QoUKKt0eIYT8iN6wBsIoqAqrxXthYpJ/8u57hBBC5MOXJFcVQSkgr0vM/v37sWPHDjRs2JATRClIS0sL9erVw4YNG7B7927J6FLFRf369eHn54cxY8bAysqKdx4DAwN4eXnh3LlznNG2lG3UqFG4evUq+vXrB0tLS6nzaf8fe/cd31T1/gH8kybp3pNZKLPsIUOGIiBLQBmiIggKMlRQRFEQxa84ABVQlggqCg4UBGQjQ9l7U/ZuC90zXVn39we/xt7mpk3SrLaf9+vFi95z7z33SW/SJk/PeY6bm+H7+ttvv6FOnTp2jctcwcHBWLNmDSZOnFhi8s7NzQ3NmzfHJ598gs2bN6NNmzYAjKctrVq1yq7xmlK8npKlI+OqVauGX3/9FZ988onJe1P42lizZg0GDRpkdaz25ojXu0wmw4QJE7B161YMGDCgxNE0vr6+GDFiBDZv3mz0fCkuMjISy5cvR3UThVsvX75sVnzm6NatG3bt2oXx48eXWFxbLpejZ8+e+OOPPzB58mST0209PT3x/fff44MPPjCMMjSlQYMGmDp1Kv7++288/vjjAIyn065evdomiwf4+vpi0aJF+Omnn9CxY8cSnw/Vq1fHu+++i/Xr10smq23pwIEDoqmNtlh1loiookkxUXIoRa9H1UaNzO5HpxeQrHLcSCmZwEreVA4lJibi0UcfNWrft29fmVdi0Wq1uHbtmqitfv36Rn/hJaoscnNzcebMGdy/fx/p6enQ6XTw9fVFzZo10axZsxKTK65Eo9Hg/PnzuHLlCjIzM+Hr64sqVaqgffv2TplWrtfrcfHiRdy4cQPp6enIy8uDr68vIiMj0axZM5NJNFeh1Wpx5coVXL582fC8CAwMREREBFq1amU0qsSV5Obm4rHHHjOMzqlfv75oKpWlrl27hvPnzyMlJQVKpRLh4eFo2bKlyWSJK3PE612r1eLMmTOIjY1FWlqa4blTv359NG3atMREiBS9Xo9Tp04ZXksKhQKhoaFo2rQp6tWrV+Z4pVy9ehVXrlxBWloa8vLy4Ofnh5o1a6J169YWT2ETBAHXr19HTEwM0tLSoFarERAQgLCwMLRo0cIuozfNpVKpcPLkSSQlJRm+t8HBwXb93kp55ZVXsGfPHgAPpsPu2rVLtDJtWfB9HxFVFGvatUdTiZqdF328MdjEqnxS4lNj8cvfzyO9IATp+Q/+Jad5Iv73342OtcXnb5dMSmVlZeHChQtIT0+Hn58fIiMjjYpxUuXGpBQREZXF3LlzsWzZMsP2X3/9ZffRHkRkuYyMDHTu3NlQH7Bfv36YO3euzfrn+z4iqih2NYxGdYkp4xcaN8KQdevM7ufEtT1QxXcXtaWnKzB1qvHocFt8/rb7T9v8/Hxs374dR48eRXJyMnx9fdGqVSsMHDgQ/v7+omPT0tIwZ84cbNmyxWj1kcjISIwbN86lh8ATERFR+TB8+HCsWLHC8EF37dq1eP/9950cFREVt2HDBsPrFABeeuklJ0ZDROSaVKmpMDV+NKBFS4v6Ssu6DUcuWWTXmlJnzpzBE088gWnTpmHDhg04ePAgduzYgdmzZ6N3796iVTTi4+Px9NNPY+PGjdBqtaIiqYXFQ6dPn47XX3/dKGFFREREZImIiAg888wzhu0///zTsDIgEbkGvV6PX375xbD92GOP2XTVWSKiiuLq7t1wM7GScO3HuljUV3ZOrC1CMpvdklKXL1/G6NGjce/ePQiCYPQvLS3NsEwwALz55pu4d++eqI/CY4tu79y5Ex999JG9wiYiIqJK4tVXXzWs3pabm4u1a9c6OSIiKuqff/7B3bt3ATxYQGHy5MlOjoiIyDXFHzos2Z6v16NOkVWHzZFfEGeLkMxmt6TU9OnTkZOTY1gGNzIyEr1790aPHj0QGhoK4MHUvtmzZ2PPnj04d+4cZDIZvLy8MHnyZOzcuRPnz5/HoUOHsGDBAsOyr4IgYM2aNTh16pS9QiciIqJKIDQ0FKNHjzZsf/fdd8jPd9wSyERUsiVLlhi+HjBgABo2bOjEaIiIXNfthPs4l5eHXL1e1H5PoYDC3bLJeHrtfVuGViq71JQ6dOgQYmJiIJPJIJfL8eGHH2LIkCGG/RqNBnPnzsWPP/6IgwcPoqDgwXKDnp6eWLVqlWhJ7uDgYPTs2RNdu3bF+PHjcfDgQQDAzz//jNatW9sjfCIiIqokxo4di82bN+PWrVtITk7Gb7/9xpo1RC5g165duHDhAgAgMDAQU6ZMcXJERESua0NyMvbcvQMZgBpKJRp4eKCBhwei27W3uC83wbFJKbuMlNq+fbvh65dfflmUkAIApVKJqVOn4uGHH4Zer8fx48chk8nw6quvihJSxc/57LPP4OnpCUEQsHv3bqjVanuET0RERJWEu7s7Zs6caRjZvWzZMmRnZzs5KqLKTafT4euvvzZsv/POOwgODnZiREREru38+fMAAAFArEaD3SoVvklNhdCrp8V9ebol2Ti6ktklKVX4DXFzc8OIESNMHjd8+HAAD6bkubm5iQqOSomIiED37g+WJlSr1bhy5YqNIiYiIqLKql27dhg1ahSABysBL1iwwMkREVVuv/76K65evQoA6NGjBwYPHuzkiIiIXFdiYiKSk5Ml9zVr1syivvR6PXyV0n3Zi12SUvfv34dMJkOtWrVK/KtGixYtAAAymQy1a9dGQEBAqX0/9NBDhq8Li6QTERERlcXkyZPRqlUrAOIPxETkWEUTw9WqVcOnn37q5IiIiFzbuXPnTO6zNCmVrkqBh7ygrCFZxC41pQqXVA4LCyvxuKIJq8Li56WpWbOm4eusrCwroiMiIiISUygUWL16tbPDIKr0goODcfz4cWeHQURUbhTOVCuuSpUqpeZkiruXftMWIVnELiOl5HI5gAfT8sw5DnhQ08EcPj4+hq9zc3OtiI6IiIiIiIiIqPwzNVKqefPmFveVmnFbsr2U1E6Z2CUp5efnB8A+I5kKV+oDHhQ/JyIiIiIiIiKqjEyNlLJ06h4AZObclWzP0QZa3Je57JKUqlatGgRBwJ07d0o9VqlUGv6ZIz093fB1UFCQ1TESEREREREREZVXWq0WMTExkvusGSmVmxcn2Z6nDbG4L3PZpaZUVFQUzp07h/z8fNy+fRu1a9c2eayprJ4pRQuPFq0vRURERERERERUWVy/fl00m6woa0ZKaTX3ALlxuwZhAJIs7s8cdhkpFR0dbfja1oUKT506Zfi6YcOGNu2biIiIiIiIiKg8uLZtG4YGBuIhLy/4u/2X3pHL5WjUqJHF/cn096Tb5eFWx1gau4yUatmypeHrvXv3YsiQITbpNy0tDSdPnoRMJkNUVBT8/f1t0i8RERERERERUXmSv28fPoioYti+r9HgakEBbvj5wtPT0+L+3GXSo6GU7lUAXLA2zBLZJSnVtGlTDBkyBIIgwMvLy2b9rlq1CjqdDgDQqVMnm/VLRERERERERFSeuMXGirarKpWoqlQiJCDAqv68FcnS7R7VrOrPHHZJSimVSnz88cc277dx48aYNWsWAKBNmzY275+IiIiIiIiIqDwIzlYBMplRu6yEut6m5Oar4KvMktzn71vd4v7MZZeklL306NHD2SEQERERERERETlVZkICqkgkpAAgqEhJJXPFp94yuS/Er4bF/ZnLLoXOiYiIiIiIiIjIPq7s3GlyX9RjXS3uLznTdFIqIijS4v7MxaQUEREREREREVE5knD0qGR7jl6P2u3aWtxfevZdyfZcrQ98vayrUWUOJqWIiIiIiIiIiMqRvMtXJNvvu7vDzc3yVE9OXqx0uybc4r4sUa5qShERERERERERVXaeSUmS7bnh1iWRbqs6YeOtNxDsmYIgj1QEeT74p3OrU5YwS+VSSalp06YBAPz8/PDee+85ORoiIiIiIiIiItcTmp8PSIyI8qhX16r+bqZXx4F448XlnmlTA32t6tE8LpWUWr9+PWQyGUJCQpiUIiIiIiIiIiIqJvXOHQSbmKIX0qKlVX0mZOVLtlcJ8LKqP3O5XE0pQRCcHQIRERERERERkUu6vnevyX21O3Wyqs+ETBNJKX9Pq/ozl8slpWQymbNDICIiIiIiIiJySUknT0m25+j1qN68mcX9aXV6JKsKJPdVDahkSSkiIiIiIiIiIpKWd+2aZHuCUmHVynspKjV0eulZaxGVbaQUERERERERERFJUyQkSLbnBgVb1Z+pelIAR0oREREREREREdH/C8rJkWyX16plVX8JmXmS7e4KNwR6K63q01xMShERERERERERlQM56ekIN7EvsGlTq/o0VeS8aoCn3et+MylFRERERERERFQO3Ni3H24mEkU1O3awqs+ELOki5/auJwUACrtfgYiIiCSp1WqcPHkSN2/eRFZWFhQKBfz8/FC1alVER0cjIiLC2SESERERkQu5d+wYpCbpqQUBjdu3t6rPAN3XeK3lOaTnhyA9PxTpBSFIyw9FrcDWZQvWDExKERE50NGjRzFixAi79b9y5Uq0t/KXET3wwgsv4NixY4Zte31P//jjD8ydOxcZGRmS+9955x2MHj3a5telymHdunWYNm2aYXvgwIGYPXu2EyMiIiIiW8i+fEmyPUEmQwtP60Y2+bsdR6MqJ43a4zUvAehhVZ/mYlKKiIjIwRYsWIDFixeXeEzjxo0dFA0RERERlRtx8ZLNWf7+VnfpIUuWbHd3r2Z1n+ZiUoqIiMiBLl26hG+++caovWbNmggKCkJGRgZSUlKYlCIiIiIiI/5ZmdI7alS3uk9vRapku4+39X2ai0kpIiIHio6OxooVK8rcz4ULFzB37lxRW0BAAGrXrl3mvsm+fvvtN+j1esN2eHg4vv32WyahiIiIiKhE2oICVNELgEShc9/oRlb1mZ2XCW9ljuS+QJ8aVvVpCSaliIgcKCAgAB07dixTH3fu3MHbb78tanNzc8PcuXNZGLscuHr1qmh7/PjxTEgRERERUalu3byJzxITUcfdHVEe7qjr7oFqSiUAoFq7tlb1mZB2x+S+sACpkuq2xaQUEVE5kpmZibFjxyI1VTzE9s0338QjjzzipKjIEunp6aLtFi1aOCkSIiIiIipPLl+/jj8yM0Rt3jIZojw8cKxrV6v6TM40nZSqEmz/pJSb3a9AREQ2odVq8cYbb+D27dui9l69emHs2LHOCYosptFoRNsBAQFOioSIiIiIypNLl4xX3ssVBORWrQpvK99TZubESbbnab3h52X/96lMShERlRNz5szB4cOHRW3169fHrFmznBQR2YJMoiYAEREREVFxUkkp4EHdWmupcqVX88vRhFrdpyU4fY+IqBzYtGkTVq5cKWrz8/PDokWL4OPjY1WfKSkpOHPmDJKSkpCVlQUfHx+EhISgYcOGqFu3ri3CNsjPz8eJEyeQkJCAtLQ0+Pj4ICwsDG3atEFwcHCZ+hYEATdu3MD169eRmZmJzMxM6HQ6eHl5ITw8HHXr1kWDBg0qXPJHp9PhwIEDuH79OuRyOaKjo9GmTRsoFKX/as/NzcWZM2cQHx+P9PR0KJVKBAUFoVatWmjevDnkcrnN4lSr1Th58iTi4+ORkpICT09P1KhRAw899BCCgoJMnqfX63HmzBncvXsXSUlJ8PDwQNWqVdG6dWuEhjrmTVJx2dnZOH78OBISEpCVlQU/Pz/UrVsXLVq0gJeXV5n7d+R9KY0jX1fXrl3DiRMnkJ2djRo1aqB9+/YICQmxwaMgIiKqWEwlpRo1sq7IOQCo1fcApXF7gRBmdZ+WYFKKiMjFXblyBR988IGoTSaT4csvv7R4tT21Wo2NGzfi559/NvlLDQCqVq2KAQMGYNSoUfD39y+134ULF2LRokWG7QMHDiAsLAz379/HvHnzsGvXLuTm5hqd5+bmhoceeggTJkzAww8/bNFjOXLkCH7//XccPnzYqE5TcSEhIXjqqacwevRohyc01q1bh2nTppnc3717d9F29erVsWfPHsN2w4YNDV8/++yzmDlzJs6fP4/Jkyfj7t27onNDQkLw6quvYvjw4ZLXOnjwIFasWIHDhw9Dq9VKHuPn54fu3bvjlVdeMev5dfToUYwYMcKw/fXXX6N3795QqVRYtGgR1q9fj4yMDKPz5HI5nnjiCUydOlV0T7RaLX744Qf89ttvuHfvntF5bm5uePzxx/Huu++iRg3brghT/LF88sknGDJkCDIyMjBnzhxs3boV+fn5Rud5e3ujX79+eO2111ClShWLr2uP+2Ite72upk6divXr1wMA3N3dcf78eeTl5WH69OnYsmWL6FiFQoFevXphxowZCAwMLNPjISIiqigEQcDly5cl95UlKaXTJkgmpfSycKv7tASn7xERubCsrCxMnDgReXl5ovaJEyfiscces6ivCxcuYMCAAZg+fXqJCSkAuH//Pr755ht0794d27ZtszRsAMDmzZvRr18/bNy4UTIhBTwYDXP8+HGMHDnS7GmIaWlpGDduHEaOHImtW7eW+sEZAFJTU/HDDz+gT58+OHjwoEWPw9XcuXMHo0ePNkpIAQ8eZ/HV/YAHo+LGjx+PUaNGYf/+/SYTH8CD0UAbNmxA3759MXfuXOj1eotjPHPmDPr3748VK1ZIJqSAByO9Nm3ahEGDBhkey7179zB06FDMnTtXMiEFPHjO/P333xg8eDAuXrxocWyWunz5MgYMGIB169ZJJqSAByOc/vjjD/Tp0webN282u29H35eSOPp1JQgCJk+ebJSQAh4kJvfv32+T0WdEREQVRUJCAjIzMyX3lSUpJReSJNvdFFWt7tMSLjdSShAEZ4dAZHPqOOl5uragrBIBmRnTdTQJCRC0OrvEoAgLhZuHR6nHaZOToS9Q2yeGoEC4WTmNzVUJgoB33nkHd+6IV8To3r07Xn31VYv6OnjwIMaNG2dUZBt4MDInODgY2dnZiI+PFx2TlZWFSZMm4ebNm3jttdfMvt7u3bsxc+ZM6HT/PefCwsIQEREBlUpldB0A+PHHH1G1alW8+OKLJvvNzs7G8OHDcePGDaN9YWFhCAsLg1KpRHZ2NmJjY42ukZWVhTfeeANbtmxBRESE2Y/HVQiCgClTpph8QwIATz/9tGg7ISEBQ4cOlUzyBAcHo2rVqtBoNIiLixMlD7VaLZYtW4YrV65g0aJFcHd3NyvG69ev44MPPkBWVpahLSgoCNWqVUNeXh5u374tSqgkJibi7bffxtKlS/HSSy+JCvmHh4cjPDwcWVlZiIuLE52XkZGBiRMnYtu2bWbHZqnExEQsXLgQiYmJhjZvb2/UrFkTOp0OsbGxKCgoMOzLzc3F22+/jdzcXDzzzDMl9u3o+1ISZ7yufv31V9GIwOL69esHDzN+rxAREVUWJf1RuSxJKQ836aSUh0clTEqtWLECAKBUSowdIyrHbjz+uN36rrtrF9xrVC/1uDvPD4PGxMiDsor86Sf4tG9X6nHxk99C7vHjdomh6mefIXDQQLv07SyLFy/GP//8I2qLiorC559/blEdl/Pnz2PChAmiD5Lu7u548cUXMXToUFSrVs3Qnp2dja1bt2LBggVISUkxtC9YsADVq1fHgAEDzLpmYUJKJpNhyJAhePHFF0V1qrKysrB69WosWLBAFNeiRYvw9NNPw9fXV7LfefPmiT44K5VKjB8/HkOGDDH6MKxWq7Fv3z4sWLAAV65cET3G5cuX4/333zfrsZRV586dDb/fAGDKlCmi7+0XX3whmvpU0gfxv//+2zDySKlUomvXroiMjERSUhKOHDmCwMBANG/e3HB8ZmYmXnrpJaPER69evTBu3Dg0adLE0KbRaHDo0CF89dVXohFIe/fuxYcffmj2SLbFixcbkkfdu3fH+PHjRTElJibif//7nyghcfbsWTz99NOIj483xDdhwgQ0aNDAcExsbCzmzJmDnTt3Gtri4uKwadMmDB482KzYLLV06VLD8zM0NBRTpkxBnz59DPdIpVJh/fr1+Oqrr6BSqQA8SBx+9NFHiI6OFj3uopxxX0ri6NeVTqfDvHnzDNtNmzZF69atodVqcfHiRZw5c8YouUpERFTZmUpKhYeHl6lGq48iVbrdq/TPmLbgUkmpDh06ODsEIiKXsHfvXixevFjU5uvri8WLF5tM2EgRBAEzZswQjbQICQnBt99+i2bNmhkd7+fnh2effRY9evTAmDFjcOHCBcO+GTNmoE2bNmbV8dHpdFAoFFi0aBG6du1qtN/f3x9jx45Fw4YNMXbsWEN7dnY29u7di759+xqdc/v2baxevVrU9tVXX+FxE0lfd3d3PP7443j00UcxcuRInDp1yrDv77//dlhSqnC0T6HiSafWrVubXRupMCEVFRWF5cuXo2bNmoZ9Go3GKMmxcOFC3Lx507CtUCgwc+ZMySSOUqlEly5d0LlzZ3zwwQf4888/DfvWrVuHzp07S96X4goTUuPHj8ebb75ptD8iIgILFixA//79cevWLUN7YUJq4sSJmDBhgtF5NWvWxMKFCzFq1CgcOnTI0P7PP//YLSlVmJCqX78+VqxYgbAwccFPX19fvPDCC+jYsSNGjhyJ5ORkAA9GM3300Uei72FRzrgvpjjjdaXT6aBSqSCXy/HZZ58ZJbtv3Lhh88UWiIiIyjt7FDnPys2Al0K6zEagb6TV/VqCNaWIiFxMbGwspkyZIpqqJJPJMGfOHIs/qG3dulU0ukIul2PBggWSCamigoODsXz5ctGH8IKCAixbtszsa7/yyiuSCamiunTpYlQb67iJ0XQ7duwQfU969uxp8oNzUe7u7kZTDxMTE5GTk1Pqua5IoVBg2bJlooQU8CB5UatWLcP2vXv3jJINr7/+eqkJHLlcjk8//RSdOnUStRcdAVWaFi1aYNKkSSb3K5VKyelt7dq1k0xIFZLJZBg1apSozd51pfz8/PDdd98ZJaSKqlu3LubPnw83t//eVl24cAEHDhwwOtaZ90WKM19Xr776quToSyakiIiIjDU7fASzq1TF2OAQdPf1RZS7OxQAoqOjre4zIf2OyX1hAUxKERFVOvn5+ZgwYYJRzaBXXnnFrA+Kxa1du1a0/dRTT6FNmzZmnRscHIy3335b1LZu3TrDNKWSKJVKkyvAFdexY0fRduFoE6k+O3bsiMjISJNJDVOkknDmPA5X9PjjjyMysvQ3CX/99ZdoamStWrUwZswYs64hk8nw0UcfiZIsN27cMLuY9SuvvFLqFFOpqW1FV74zpeiUPgBmFeQuizfeeMOsFfXatm2LXr16idoKV5srypn3RYqzXldKpRIjR440+1pERESVXcPsbDwZEIBJYWFYWL0GtkTVwckGDdEN5pf1KC4l03jhnEJVgmpb3a8lmJQiInIhM2bMMFrq9bHHHsPEiRMt7qugoAAnT54UtQ0dOtSiPp544gnRkuwajcaoTynR0dFmL+Vevbp4vnrxlQYLjRo1CitWrMDOnTtx7tw5dO7c2az+gQfTBYtTq+1TdN/e2rdvb9ZxRae4AcCQIUNEyYzS1KxZE126dBG1HT58uNTzZDIZ2rUrvcacVO2Dtm3blnpeUFCQaNvUyo624OXlhYEDza9VV7wO0sGDB40WcHHWfTHFWa+rRo0awc/Pz+xrERERVWY56emIkHi/oJTJEFavntX9ZqhiJdtztT7w9XLM72kmpYiIXMTPP/+Mv/76S9RWq1YtfPnllxZ9aC109uxZ0cpg3t7eaNq0qUV9uLu7o3Xr1qI2U9PrimrYsKHZ1/AptmqiVqst9Rw3Nzezir2r1WqcPXsWS5cuNdpXXld7bdGiRanHaDQanD59WtRmbjKrqIcffli0feLEiVLPqVKlitE9lVJ81Tg/Pz+zEpn2WmlPSsuWLS2q4daqVSvRazU9PR2xsf+92XPmfTGHI19X5jyPiYiI6IFbJfwBqnpb82ZBSMnNk14lPkcTKtluDy5V6NxW1Go1fvvtN2zduhXXrl1DQUEBgoOD0aZNGzz77LNGb+aI7K3url1261tZxbzlt2v9+gsErc4uMSjCzPuhVX3eXOgL7DM6RREUaJd+HeXUqVOYPXu2qM3b2xuLFy+2ejRBUpJ4edeGDRtaldxq1KiRaKW0xMTEUs+RGkFhSvGYLE0WCYKAxMRE3LlzB3FxcYiLi8OdO3dw/fp13Lx502j5emuv4yqKrtRnSnp6uuhxy2Qyq+oNFD/HnHtv7eovliR/HMXSJK6Pjw+qVauGuLg4Q9udO3cM0y2deV8sZe/XlTnPYyIiInrg/omTkFoWRyMIqGvGSHNTCtT3AKVxu1pgUspIbm4u1q1bh7///hvp6enYtGmT5HHp6el4+eWXDYVPC98cJScnY/v27di+fTt69OiBzz77zCXfADtCdnY2Nm7ciMOHD+PixYuGN8n+/v6IiopCu3bt0K9fPxYatSH3Go5ZTrMkSjNqotibooRCwZVZcnIy3njjDaMPebNmzUL9+vWt7rd4rR1zp9MVV/y8whXgSuLt7W3VtcyVlpaGzZs3Y+fOnYiJiSm3RcutUXz6mpTi997b29uqEUbW3HtPT0+LrwMYJyddgTWJk4CAAFFSquj3zJn3xRyOfF1Z+/OIiIioMsq6ckWyPQlA8zK879ZpEyWTUnqZ4z47louk1L///ovp06cjLS0NgiBAoVBAp9NBLpeLjtPr9Rg9erRoJZ6iw9ALE1Q7d+5EfHw8Vq5cadYUg4pCp9NhxYoVWLx4sWQNjtTUVKSmpuLEiRNYsmQJunfvjmnTphmt8EREtqPVajFp0iSjUU1jx45F7969y9R38YLD1iaKvLy8RNv5+flWx1RWer0ey5cvx9KlS82uJVS7dm1069YNP/zwg52jcwxzkhj2uvcFBQUQBKHEKV7FfzeXZ9a8R/Dw8BBtF002O/O+lMQZrytHTsMkIiIq73Sx0rWfMsuYz5AL0qOt3RRMShns27cPr732GnS6/6Yd6XQ63Lt3zyhZ8ttvv+HixYuSiSjgvwSVIAi4ePEiZs6ciTlz5tj5EbiG/Px8vPbaa5LLU5uye/duHDt2DAsXLkSHDh3sGB1R5TVnzhyjejCdO3fGm2++Wea+i3/gtbYgdPHREsU/EDuKXq/HpEmTsGPHDsn9np6eqFWrFqKiolC3bl00atQIzZs3R0TEgymuFSUpZY7iyRRb3XtPT0+rEx/lkTXF8Et6vbjifeHrioiIyPV5mlhtWBdetpkoHm7Sq157eFQtU7+WcOmkVG5uLqZPnw6dTidKKAFAbGysKCklCAK+//57o+MaN26Mjh07Ii0tDbt27UJWVhZkMhkEQcDGjRsxbNgwyWWpK5pJkyYZJaRq1qyJJ598Eg0bNoSnpyeSkpJw4MAB7Nq1y1BoODs7G+PHj8cff/xhUeFiIird5s2bsXLlSlFbjRo1MHfuXJtMZQoICBBtWzvFJy0tTbRtSb0oW1q2bJnRB+fo6GgMHToUbdu2RVRUlMnvW3ldac9axe99bm4u1Gq1xaNTXOXeO0t2drbF52RmZoq2w4pMW3bF+8LXFRERkesLKSgAJH4fu9eOKlO/v156BT6KBAR6pCHQM+3B/x5pqFbD+hX9LOXSSak1a9YgOTlZlGiqVq0annvuOdQrtuzhiRMncO/ePUPCSSaToV+/fvj8888N50+ePBnjxo1DTEyM4byffvoJc+fOddyDcoI1a9bgn3/+EbWNHz8eEydOhEIhfgoMGTIEly9fxquvvor4+AeV+PPz8zFt2jT8+eefleov5ET2dOXKFbz//vuiNi8vLyxevNhmtVZq1BCXQ7xy5Qr0er3FCa+iU6IBOGVKb25uLpYvXy5qe+qppzB79myzHk/xWj5A+S10bo6QkBB4eHgYVl8UBAGXL1+2+I8wrnDvnenGjRsWHZ+RkYGEhARRW506dQxfu9p94euKiIjI9WXcu4dgE7+XQ5o2sbpfVYEWpxKbAzB+H7JmvONmSrleVdEitm3bBuC/Nzhdu3bFli1bMHbsWISHh4uOLf5XPqVSiffee0+URAkNDcWSJUvg4+NjSF7t2bPHrOXHyyudTodvvvlG1PbCCy/gzTffNEpIFYqOjsby5ctFf7mNiYnBoUOH7BorUWWRlZWFiRMnIi8vT9T+ySefWLUSlynNmjWDUvlf5cLc3FycO3fOoj7y8/Nx5swZUVujRo1sEZ5FDh48KKrH4+PjgxkzZpidYLt69apRm16vt1l8rsbd3d0o0XHkyBGL+zl69Kho2xn33pmKP/dLU3wqbp06dUSrEbrafeHrioiIyPXdLOFzeI127azuNynLdJ3YCD/rFq6xhssmpVQqFc6fP29IKoWHh2Pu3Lkma5ns2bNHNEqqc+fOkisURUREoF+/foZEV35+vmjkVEVz4MABw4gnAPDz8zOrVk3dunXxxBNPiNqKj7YiIssJgoB33nkHd+7cEbWPGjUK/fr1s+m1PDw80KpVK1Hb6tWrLepjy5YtoilMcrkc7crwy89ascWKO9atW9eiFVQ3b95s1Fa0VmFF9PDDD4u2//jjD4se8927d3Hw4EFRW2WrL3j37l2cPHnS7OPXrl0r2u7WrZvRMa50X/i6IiIicn1Jp89IthcIekS2bm11v4lZBSb3hft7mNxnay6blDp79qzhjY1MJsPgwYNNrlJz/fp13Lt3T9TWtWtXk323b99etH3r1q0yRuu6iteR6tmzp9mrCTVr1ky0XZG/T0SOsnjxYqMEb6dOnfD222/b5XrDhg0Tbf/11184fvy4WeempaVh3rx5orbHH3/cKUu5F586nJqaava5e/fuxYYNG4zaK3o9nCFDhohGysXGxuLbb78161xBEDBjxgzRVKywsDA8+uijNo/T1X3xxRdmjf7Zv3+/6LXt5uaGIUOGGB3nSveFrysiIiLXly0xMhkAEmVukJuY/WSOpGzpkVL+ngp4Kh23mrLLJqVSUlIA/Dd1r/hf+4vav3+/UVvnzp1NHl+9enUA/70Zs+RNWHkzceJE/Pbbb/jkk0/w4osvom/fvmafW/yvnRyST1Q2e/fuxeLFi0Vt9erVw9dffw253D4/+Hv27CmqwafX6/H666+XOo0vLS0NY8aMMfwsBgCFQoFXX33VLnGWJipKXMQxPj4eW7duLfW8Xbt2mUz4FZ8+WdFERERg0KBBorZFixZhzZo1JZ6n0+nw/vvv4/Dhw6L2V155RZRMqSxOnz6N//3vfyX+DoyJicGUKVNEbQMGDEDt2rWNjnWl+8LXFRERkesT7sVLtmf7+ZWp3yQTI6Ui/B03dQ9w4ULnxYtnhoaGmjy2+GigyMhIVK1qeglDDw/xUDSNRmNFhOWDv78/WrdujdZWDOsrXki1Vq1atgqLqNLJysrClClTRB9s5XI5Ro4cifPnz9vsOh4eHnjooYcM225ubpg3bx6effZZw4fFtLQ0DBs2DCNHjsTzzz+PatWqGY7Pzs7Gtm3bsGDBAiQni5eIff31121a88oSHTp0QGBgoGgFwXfffReJiYkYMmSIaMqRTqfDoUOHsHbtWmzfvt1kn8VXSauI3n33XZw4ccJQsLswsbF//36MGzcOTZr8VxxTo9Hg0KFD+Prrr42mtT/yyCN4/vnnHRq7K/n9999x8+ZNvPXWW6I/kqWnp+P333/H0qVLRcmYKlWqGCWpinKV+8LXFRERkevzzpD+3aqPiChTv4kmako5cuoe4MJJqeLDv02t5lJQUIATJ06I6kkVr9dQXE5OjmjbVJ2qyuzGjRtGbzp79uzppGiIyr+srCyjD2s6nQ4ffPCBTa9TvXp17NmzR9TWsGFDfPnll3jrrbeQn//gl49arcby5cuxfPlyVK9eHcHBwVCpVIiLi5NM1I8cORLjxo2zaayW8PDwwOTJkzFjxgxDm1qtxuzZs/Hll1+iVq1a8PX1RWpqKpKSkox+hzz00EOIiIgQjQK5efMmunfv7rDH4Aw+Pj5YsmQJRo0aJaovuGPHDuzYsQPBwcGoWrUqNBoN4uPjjX4/AkCbNm3w1VdfVcrVV4OCgqBSqaDRaHD8+HE899xzCAkJQdWqVZGbm4u7d+8aLZYSGBiIb775RlTgvDhXuS98XREREbm+MI0GkFiExLNuHYmjzZeYbWKklAOLnAMuPH3Pr9hQNFN/eTt27JhhaeVCHTt2LLHvwtpIhYmu4teq7E6dOoXRo0cbPrwCDwqzlvZ9JSLX9fjjj+OXX36RXDo+Pj4e58+fx61bt4wSUgEBAZg1axbee+89R4Vq0rPPPiuZGNNqtbhx4wbOnj2LuLg40QdnT09PTJo0CStXrjSqu7Nv3z67x+wKateujbVr10r+DE9LS0NMTAyuXr1qlPiQy+UYNWoUVqxYYVHx64qkfv36mD9/vuiPV6mpqbhw4QJu3rxplJBq1KgRfvvtNzRu3LjUvl3lvvB1RURE5LqSb96Ev4lVccOK1YC2lOmRUpy+BwCG6SSFfwG8evWq5Ooye/fuFW3L5XJ06tSpxL6L16CSqvlQWeh0Omi1WiQmJuL06dPYvHmz0RvKWrVq4csvv3RShERkK02bNsW2bduwdu1a/Prrr5LLuReqXr06Bg0ahGHDhkmuZOoskydPRtu2bbF48WKcPn3a5HERERHo06cPXnrpJVSpUgXAg5XQPDw8DH/IOHbsGC5fvuy0KYmOFBwcjBUrVmDfvn347rvvcPLkSaOESiF/f3/06tULo0aNQp06ZfsLXEXQo0cPbNy4EZ999hn27dsnubpcvXr1MGLECAwePBgKCwqOusp94euKiIjINd06eBCmhtBElnFV5GQTI6XC/Rw7fU8mmJoX52RpaWno2LGjISnVokULo6XMCwoK0L17d6Smpoqm7q1YscJkv9evX8eAAQOg0+kgCALkcjmOHz9ucmW/im7IkCElFjzu1asX/ve//5U4DcEZEhMTJVcb2rdvHyLKOLdWq9Xi2rVrorb69etb9EGDqDxITEzE2bNnkZKSgqysLCiVSoSHh6NRo0ai4uiuKiEhAWfPnkVCQgJyc3Ph6+uL4OBgREdHo27dus4Oz6WpVCqcOnUKiYmJhhqOQUFBaNCgARo3blwpC5oDwNGjRzFixAjDdrt27bBq1SrDdnJyMo4fP46EhARotVqEh4ejWbNmNnu+ucJ94euKKhu+7yMiV7ZlyhTU2bTZqD1Hr0fry5fgZmIUVWkEQcC361sjW+2D9PxgZBYEI70gGBkFIXitx9Po27Kh6Hh7fv522Z+2wcHBaNasGS5cuABBEHD27Fn8+OOPePHFFw3HfPnll0hJSRHVU+jTp4/JPpOSkjBx4kTDXyFlMhnatm1baRNSAHD//n2T+1q1aoXnn3/e5RJSRGQbERER5bpWXJUqVQyjNcgyvr6+km8sqGRhYWF44okn7Na/K9wXvq6IiIhcR+6165LtSXK51QkpAMjMTUd08BnJfV6erQE0lNxnDy6blAKAgQMH4vz584Yi5nPmzMH+/fvRuHFjnD59GidPnhQlpDw9PSXfLKalpeGvv/7C0qVLkZWVZegPAJ5++mmHPR5Xo1arRcu9F3f69GmMHDkSTZs2xaxZs9CgQQMHRkdERERERERUiZkYRJITEFCmbhPSb5vcFxoQWaa+LeXSSalnnnkGK1euxJ07dwyJpEOHDuHQoUMAYJiyV/j/uHHjjIp+/vbbb5g5c6boeODBKKkWLVqgX79+jn1QLkSlUmH48OFo3LgxQkJCkJOTg2vXrmHHjh2GZaoB4MKFC3jmmWfw3XffoU2bNk6MmIiIiIiIiKhy8M3Kkt5RtWyjmlMy75rcVzWoVpn6tpRLJ6UUCgWWLFmCoUOHGkY4Af8ll4qOkmrZsiXGjBlj1EfVqlWNjhcEAVWqVKn0xbuDg4Px/vvvG7VPnDgRv/32G2bNmmVYiSsvLw+vvfYatm3bxul8RERERERERHak1+sRrtMBEtP0vMtY/zUrJx5SRYxyNb7w9nTsqsvWT0J0kDp16uD3339H06ZNIQiCYdpd4deCIKBPnz5YsWIF5HK55PmFCo9v1qwZVq1ahRo1ajjscZQnbm5uGDZsGObPny9K/GVkZGDJkiVOjIyIiIiIiIio4rt//z6ev3sHb8THY35yEtZnZuBkbi5StVqEt2hZpr7z8pMk23O1jl9126VHShWqXbs21qxZg8OHD2P37t2Ii4uDu7s7atWqhX79+qFhQ9NFuGrUqAF3d3eo1WrDks1PP/10mYqCVRY9evTAwIEDsW7dOkPb+vXrMXXqVK5IQkRERERERGQn169fx9WCAlwtKDDal9y7V5n6LlAnSWaD1AKTUiXq0KEDOnToYNE5bm5u+Pzzz9GgQQPRqCkyz7Bhw0RJKZVKhStXrqBJkyZOjIqIiIiIiIio4rp69apke3BwMEJDQ8vUt06bIpkN0iGkTP1ao1IMF+rduzcTUlZq0qQJPDw8RG337t1zUjREREREREREFd+1a9ck2+vXr1/2zvUp0u3ysiW7rFGuRkpR2ajVari7u1t0jkwmg7+/P5KTkw1tBRLDB4mIiMq79u3b48qVK84Og4iIiMjkSKkGDRqUuW850iTbFYqwMvdtKSalKrCCggJ8+OGHiI2NRVxcHJKTk3Hw4EEEBVk2TzSr2DKUISGOH9JHREREREREVFnYc6SUh5t0Uspd6fikVKWYvldZeXh4YO/evThx4gQSEhKg0+lw8OBBi/q4fPmy0cioyMhIW4ZJRERERERERP9Pr9fjxo0bkvtskZTykmdItnt7RZS5b0sxKVXBtWrVSrS9du1ai87/888/RdsNGjRA9erVyxwXERERERERERmLi4szWTanrEmpfHU+vJUqyX1+XlXK1Lc1mJSq4AYMGCDaPnz4sNmjpS5cuIDffvtN1DZ48GBbhUZERERERERExZiaugcA9erVK1PfyVmmFy4L9KtWpr6twaRUBdetWzc0bNhQ1DZlyhTcvHmzxPMuXryI8ePHQ6PRGNpq1aqF559/3i5xEhERERERERFw/fp1yfawsDAEBASUqe+0rHiT+0KYlCJbUygU+OSTT6BUKg1tqampePrpp/Hjjz9CpRIP20tISMD8+fMxdOhQ0Yp73t7emDdvnsWr9xERERERERGR+QI2bsK2qDpYWr0G3gsPx7DAIHT29kG7OnXK3HeGKkGyXS/IEOrv+Ol7XH2vEmjevDm+/PJLTJ48GTqdDgCQk5ODWbNm4YsvvkDt2rXh7e2NtLQ0xMXFGZ3v7e2NBQsWoGnTpo4OnYiIiIiIiKhSUSQmopa7O2oVGxRyXlH2FI4qLwE+Eu25Gn8oFUqJPfbFpFQl0bt3bwQGBmLKlClISkoytGu1WpNDA4EHRdS+/vpr1K1b1xFhEhEREREREVVq/irpQuRuNlh0LDc/STIplacLLHPf1uD0vUrk4YcfxtatWzF58mRUqWJ6WJ5MJkOTJk0wZ84c/PXXX0xIERERERERETmATqtFuKCX3Odbr2wr7wGARpMk2a4WgsvctzU4UqqS8fPzw7hx4zBu3DjcuHEDMTExSEtLQ35+PgICAhAWFoZWrVohJCTE2aESERERERERVSqxZ87AQyY9fii8Vcsy96/TpkhmgvQyJqXIwerWrctRUEREREREREQuIvboMYSa2BfVoUPZL6BPkWyWuZm6qn1x+h4RERERERERkQtIvxgj3a7XI8gGNaXkSJNuV4SXuW9rMClFREREREREROQC8m/dkmxPLbYSn7U83KSTUp4eYTbp31KcvkdERERERERE5ALckpIl2/MCA2zS/x9Xx8HTLRn+7hnwc8+Ev0cm/JSZqBNV9iLq1mBSioiIiIiIiIjIBfirVJLtbjaYupev0eHovYck961u/XCZ+7cGp+8RERERERERETmZTqtFuKCX3Odbr+wjmdJy1Cb3hfjYZnqgpZiUIiIiIiIiIiJystgzZ+Ahk07ThLdqWeb+U1UlJKV8PcrcvzWYlCIiIiIiIiIicrLYY8dM7ovq0KHM/afmFEi2u8mAQC9lmfu3hkNqSqWlpeGff/7BzZs3kZOTg5CQELRo0QIdOnSAUmnZA//yyy9x7tw5yGQy/PTTT3aKmIiIiIiIiIjIcdJjYhAq1a7Xo5ENakqZGikV7OMONzdZmfu3hl2TUjqdDl9//TV+/PFHaDQao/0hISGYMGECnnvuObP7vHz5Mo4dOwaZzDnfMCIiIiIiIiIiW8u/dUuyPdXdNvWeTNWUCvFxztQ9wI7T97RaLV577TUsX74carUagiCI9guCgJSUFHz00UcYOXIkEhMT7RUKEREREREREZFLc0tKlmzPCwywSf8pJqbvBTupyDlgx5FSS5Yswb///guZTAaZTAZBEODh4QFfX1+kpaUZklSCIODo0aMYNGgQli9fjsaNG9srJCIiIiKR5ORknDhxAvfv30d+fj68vb0RGBiIGjVqoHnz5nC30V8miYiIiErjr1JJtrvZYOoeYHr6XohvBUtKpaSkYNmyZYYpdlFRUZg2bRo6duwIuVwOtVqNXbt24fvvv0dMTAxkMhlSU1MxcuRILFu2DK1atbJHWERELmHq1KlYv369UbtSqcTBgwcREFD2v4Rs3boVb775plF7//798eWXX5a5f2c4evQoRowYYdhu164dVq1aZfPrdOvWDfHx8Ybt3bt3o0aNGkbHLVy4EIsWLTJsT5gwARMnTrR5PJVNXFwcunfvbtiuXr069uzZY/PrqFQqfPjhh9iyZYvRaO5Chw8fRnBwsM2vTZXDCy+8gGNFCtauXLkS7du3d2JERETkynRaLcIFPSCx+p5v/fo2uYbp6XsVLCm1bt06aLVayGQyREVF4ffff4efn59hv7u7O5544gn06dMH3377LRYuXAi9Xo/s7GyMGjUKS5cu5S9tIqp0NBoN/v77bwwZMqTMfW3evNkGERFVTNnZ2Rg2bBiuXLli8piqVasyIUVEREQOE3vmDDwkElIAEN6ypU2u0dxvNhq0SEFWQQCy1QHIUgciW+2PKr6+NunfGnZJSh0/ftzw9YcffihKSBUlk8kwfvx4NG3aFJMmTUJOTg7y8vIwbtw4LFy4EI888og9wiMicllbt24tc1IqMzMT+/bts1FERBXPokWLjBJS7u7uqFOnDuRyOZKTk9G8eXMnRUdERESVUeyxY5Ir7wFAVIcONrlGLZ9DCApJMGpPV/gA6GKTa1jKLkmpa9euAXiwup45I546d+6Mn3/+GS+//DJSU1ORn5+P1157DfPnzxcN4SciquiOHj2K1NRUhISEWN3Hjh07JFc8JaIHC7H88ccfora+ffti5syZ8HXiXwmJiIiockuPiZFMSqXr9Whko5pSXooMyXYfrwib9G8Nu6y+l5mZaZi6Z67o6Gj88ssvqFKlCmQyGdRqNd544w1s27bNHiESEbkMN7f/fhTrdDps3769TP1t2rSprCERVVhxcXHIzc01bCuVSnz44YdMSBEREZFT5d+6JdmeaqNFV7LzsuCpyJfc5+dd1SbXsIZdRkpptVqrzqtVqxZ++eUXvPjii4iNjYVWq8WUKVOg0Wjw5JNP2jhKIiLX0KZNG1Ex3C1btmDYsGFW9ZWQkCCaQl2lShUkJBgP0S2P2rdvX2INIEebOHEiC5uXQ+np6aLtqKgomywuQERERFQW+uQUyfa8QNu8T0nOvGdyX5BfFZtcwxp2GSlV+OYuOTnZ4nOrVauGVatWoXbt2pDJZNBqtZg6dSrWrl1r6zCJiFxC69atUb3IkNxTp05ZnUjavHmzYSUxpVKJHj162CRGooqi+NRWf39/J0VCRERE9J+Pc1ToeP0aht65jXfv38OSlBRszspEgY1W3kvPNp2UCvW3zfRAa9glKRUVFQVBEBAbG4vs7GyLz4+IiMDPP/+MevXqAQD0ej1mzJiBX3/91dahEhG5hCeeeMLwtSAI2Lp1q1X9FJ2616VLF44AISqmMGlbqOj0WSIiIiJn0Ov1uHHzJjJ0OpzNz8emrCwsSk3BO/fvw713b5tcIzNHOiml1csR5BNmk2tYwy7T9xo1aoTjx49Dr9fjyJEjVv2lPiQkBKtWrcJLL72ES5cuQa/X4+OPP2bNByKqkPr164fly5cbtrds2YJRo0ZZ1Mf169dx+fJlw3b//v0NC0+URW5urmH0VlpaGtzd3REcHIz69esjOjoaMpmszNcAgNjYWBw5cgRpaWmIiIhA+/btUbWq7ea3q1QqnDlzBrdu3UJOTg6Cg4NRs2ZNtGnTBkql0mbXMZcgCLhy5QouX76MjIwMFBQUICgoCGFhYWjdurXNE4rx8fGIiYlBUlIScnNzDY+/devWZX78+fn5OHfuHBISEpCZmYns7GwoFAr4+/ujatWqaNy4McLCnPdmx15SUlKwf/9+JCUlISQkBA899JDZ9TTv3buHs2fPIjU1FSqVCn5+fggJCUHTpk1Ro0YNm8aZmJiI8+fPIyEhASqVCgEBAahfvz5atmwJhcL0W8GsrCycPHkS9+/fR3Z2Nvz9/VG/fn00b94c7jaqb2GpGzdu4PLly0hMTIRer0doaCgaN26MBg0a2KR/R96X0jjqdaXT6XDgwAFcv34dcrkc0dHRaNOmTYnPDSIisq27d++ioKBAcl/hYJ2yUuUlQWp8eI42AHK58/5IZ5ffNu3atcPKlSsBAOvWrbN6+khgYCBWrlyJ0aNH49y5cxAEASqVypahEhG5hOjoaNSvX9+QRLpw4QLu3r2LyMhIs/soOkrKz88PXbt2LVNS6uTJk/jmm29w5MgRk6v5hYaG4sknn8TYsWMRFBRUap8LFy7EokWLDNsHDhxAcHAwZs2ahV9//RU6nc6wTyaT4ZFHHsGHH36IGjVq4OjRoxgxYoRhf7t27bBq1apSr3nr1i0sWrQIO3fulPxlHxQUhOeeew6vvvqqRR+0iz+WCRMmmFVj6t69e1i5ciXWr1+PjIwMyWPkcjmaN2+OUaNGoUePHmYl/rp164b4+HgAD1a1/f777wEAu3fvxrJly3D27FmjUUIA4Ovri379+mHChAkWfcDNy8vDn3/+ic2bN+PChQulrvjYtGlTDB8+HE8++STkcrnZ17GFF154QVS3rahjx46hYcOGorai93LdunWYNm2aYd/vv/+Oli1b4ttvv8XixYuNnlOtWrXChx9+iEaNGhldS6VSYe3atfj1119x584dk/HWrl0bzz77LJ5//nl4enqW+vimTp2K9evXAwC8vb1x+vRpAMC5c+ewcOFCHDx4UPTaKhQSEoLx48fjhRdeED3H4uPjMW/ePJOvmcDAQLz44osYO3asze9l0ccCADExMVAoFDh69Ci+/PJLnDt3TvK8WrVqYeTIkXj22WctTqbY675Yw56vq6LP82effRYzZ87E+fPnMXnyZNy9e1d0bEhICF599VUMHz7c+gdDRERmK6luqq3+8JJfkCiZlCrQlf4e3p7skg57+OGHDX913b9/P+7fv291X35+flixYgUeeughW4VHROSS+vbtK9resmWLRedv3rzZ8HXPnj3h4eFhVRw5OTmYNGkSnn/+eezfv7/ED0UpKSn44Ycf0L17d4vjLTRr1iysWrXK6EOzIAg4ePBgmUbx/Pjjj+jfvz82b95s8q9P6enp+OabbzBgwADcu2d6rn1ZCYKAn376Cb1798aKFStMJqSAByMXTp8+jYkTJ+K5556z6veoWq3G22+/jVdffRVnzpyRTEgBDz6Qr169Gr1798aJEyfM6vvQoUPo1asXPv74Y5w+fbrUD87Ag0Tr1KlT8cILLyAzM9Oix+JqVqxYgXnz5kk+p06fPi3ZfvDgQfTt2xezZs0qMfEBALdv38acOXPQo0cPk8m00ixevBhDhw7Fvn37JBNSAJCamopPP/0Ub7/9tuH5sXXrVjz55JMlvmYyMjLw1VdfYcyYMWbd+7L6/vvv8dJLL5lMSAHAnTt3MHPmTDzzzDOIi4szu29H35eSOPp1defOHYwePdooIQU8eG5cvXrVov6IiMh6ppJS1apVg5+fn02uoVFL1/zWCME26d9adklK+fr6olOnThAEAVqtFosXLy5Tfz4+Pvj+++/RsWNHk2+qiYjKu379+om2LakrderUKdEHsf79+1sVQ1JSEp5//nls27bNaF9oaCiaNGmCBg0aGE2lzsnJweTJk7F06VKLrvfvv/+WONqpc+fOiIiIsKjPQvPnz8esWbOMPtj5+vqiUaNGaNCgAby8vAztN27cwEsvvYTc3Fyrrlea6dOn47PPPjP6oO/h4YE6deqgadOmko/1zJkzGDx4MC5cuGD2tQRBwJQpU0Sj5+RyOaKiotC0aVOEh4cbnaNSqTBmzJhSi+zv3bsXY8aMQWJioqhdqVSidu3aaN68OZo0aWLyvp08eRIffPCB2Y/F1Vy6dAlz5841ub9evXpo2bKlqG39+vUYPXq00ffWzc0NkZGRaNasGSIjI43qWyUlJWHUqFH4888/LYrxm2++wYIFCwyrIcvlclSvXh3NmjWTHA23efNmrF69Grt27cJbb71lGJUul8tRp04dNGnSBMHBxm9YDx48KBotaA/r16/H559/LkqshYeHo2nTpqIFIgrFxMRg2LBhZiWmHH1fSuLo11Xhz4iSEllPP/202f0REVHZmEpKFR/NXRZ6nXRSSi8Lsdk1rGG3yeLvvPMOBg4c+OAiNpiT7unpiaVLl2LlypXIz88vc39EjpSXd9tufXt41ICbW+mvsfz8OAiC1i4xuLtXgVxe+lSGgoIE6PX2ef0qlaFQKMp3zbmaNWuiRYsWOHv2LADg6tWruH79ulnzyIsmHwrrMVlKq9Vi0qRJorpUMpkMTz/9NF588UVRHDqdDseOHcOCBQtw6tQpQ/v8+fNRp04d9OzZ06xrfvnll4av69ati/bt20OhUODq1as4duyY1R+Kdu3aZZQgi4yMxLvvvosuXboYRl/l5+djx44d+OKLL5CcnIzbt29bdb3SfPnll0YfYGvVqoVJkyaha9euouTYzZs38eOPP2LNmjXQ6/UAHoxaeOWVV7Bu3TqzptgdOXLE8CE+NDQUr776Kp566ilRMvHy5cuYP38+/v33X0Nbbm4uvv76a8yaNUuyX5VKhenTpxuSHcCDKU1vvfUWunTpYjQ6LykpCevWrcO3334rSvbt2LEDMTExaNKkSamPxRbeffddZGVlAXjwuOfMmWPY17BhQ0ydOlV0fM2aNU329dVXXxkSndWqVUPnzp3h4+ODmzdv4tChQ0bP2X/++QfTp08X/VHNz88P48aNw6BBgxAS8t8bwdTUVKxbtw5Lly41JIY0Gg0++OADVKtWDR06dCj1sebl5eGrr74C8OC90/jx4/Hss8+KkkqHDx/GlClTRKskL1y4EDk5OdDr9fD29saECRMwZMgQw+qEgiBg3759+OCDD0SJk1WrVmHMmDF2q/n50UcfGb7u2LEj3nrrLTRt2tTQdvv2bSxcuFA0UjQhIQFvvPEGVq9ebXKkpaPvS0mc8br6+++/DaM1lUolunbtisjISCQlJeHIkSMIDAxE8+bNy/S4iIjIfI5ISsmEVOl2eajNrmENuyWl6tSpgzp16ti0T3d3d7z88ss27ZPIEY4eNa/wrTXat78FL6/apR53+nRnFBSUPDXBWi1a/IOgoMdKPe7ixeeQmbnXLjE0bLgCVau+aJe+Halv376GpBTwYArfG2+8UeI5Wq0W27dvF/VhzYpiS5YswcmTJw3bHh4eWLhwIbp06WJ0rFwuR4cOHfDwww9j9uzZ+PHHHw37pk2bhrZt25pVY6rwQ9Fbb72Fl19+WRT33bt3rSp0rlar8fHHH4vaWrVqhe+++87og7OnpyeeeuopdO7cGS+++KJdpqtcvHgR3333naita9eumD9/vigZVahOnTqYOXMmunXrhkmTJiEvLw/Agw+iU6dONdSKKklhQqphw4b48ccfJUe5REdHY+nSpXjrrbdEUy///vtvfPTRR5L1tb7//ntRIiMyMhJ//PGHyaLs4eHhGD9+PB599FE888wzolFrf//9t8OSUkWTGMXr7gQEBKBjx45m91X4nB0+fDjeffdd0fcpKSlJdE/z8vLwwQcfiEb51KpVC99//71k4iskJARjxoxBz549MXr0aMTGxgJ4cD8nT56MnTt3lpr8KUyyBAQE4LvvvpNMLHTo0AHz588X1QtKTX3wRtXPzw8///wzoqOjRefIZDJ06dIFq1atQr9+/aBWqwE8GCV59OhRdO/evcS4rFX4nBk1ahTeffddo/21a9fG3Llz0axZM1Ey9cKFC/j9998layI5476UxBmvq8LncVRUFJYvXy563BqNxq5TmYmIyJgjklIKpEm2KxXOXYyG6yATEbmQJ554QvSh2ZwpfAcPHkRa2n+/ZJ588kmLr6tSqfDTTz+J2j777DPJhFRRMpkM06ZNQ9euXUV9/fzzz2Zfe9CgQRg7dqxRIi0yMtKqelJ//fWXaDpOQEAAFi5cWOKHxpCQECxduhTe3t4WX680c+fOFY3GaNCgARYsWCCZkCrqscceE40SAR4Uhj9z5oxZ11UoFFi8eLFkQqqQTCbDe++9J3rOqVQq0Wi5ooo/H6dNm2bWKoGNGzdGr169RG23bt0q9TxX1b59e3zwwQdGibvw8HBR3YdVq1aJkg3e3t5YtmxZiSOxgAcJkmXLlomeI2lpafj111/NjnHSpEkljnRp27atZOHU9957zyghVTy24gvYXLp0yey4rNGrVy/JhFRRL774otEoteXLlxtGGxblzPsixVmvK4VCIfm4lUolatWqZXY/RERUNjk5OSanndsyKeUpl05KeXhaVyrDVpiUIiJyIWFhYWjXrp1h+/bt24iJiSnxnI0bNxq+rlevnuSqX6X5888/RaubtmrVyqjGVUkmTZok2l69erXZ544ePdrsY81R9PsBACNGjDBrylv16tVtHktiYiIOHDggapsxY4bZq/w99dRTRlMxC1e3LU337t1L/ZANPJjeVzw5kZSUZHScSqVCkyZN0LJlS4SGhiIiIkKUjCxNs2bNRNvZ2dlmn+tqzH2erF271ui82rVrm3VunTp1jEaHm3vvQ0JC8Oyzz5Z6XPF7EhgYaFY9uuLPl/T0dLPisoaHhwc+/PBDs4595513RFPdEhIScPjwYaPjnHVfpDjzdfX4449btMIrERHZx9UzZ1BDqZRMztgqKaXX6+GtkK4j6ONpXGvUkZiUIiJyMZaswpeXl4c9e/YYtq0tcF48cWLpaKvo6GhRAiQlJQXXr18v9byQkBCzamaZKzc3F6dPnxa1PfXUU2afP2jQIJvFAjwYxVZU3bp10bZtW4v6GDZsmGj7yJEjZp1nSV2x4gWjC6cMFuXr64t58+bh999/x8GDB7Fnzx7IZDKzr1F85RhHrNpmD3K53KwVgePi4kSrubm5uZmVKCrqueeeE41iS05ONut11bZtW6NpilKK1k0CgNatW5s1OjEwMFC0ba/FAYAHo6SKx2lKQECA0Siu4j/bnHlfpDjzdWVN7UEiIrK9xK3b8HedujhZvwH+qh2Fr6pVx6TQUDwVHGyzkavZ+Zlwl6sl9wX4WF4uw5aYlCIicjG9evUSfTDctm2byZVHd+3aZfhAKJPJLBrdVEiv1xslcqyp9dO4cWPRdvE+pdi6kO7FixdFH8qCg4PNGi1UqFq1apIrelnr+PHjom1rPgQWPyc1NRU3btwo9TxL/rJWfNpi0Vo7ppi7iElaWhp27dqFHTt2iNqlplWVB3Xr1jWrflDxe1+nTh2zRuwVFRoaapS0Ld6vFHNrehYfsVejRg2rzrPnysidO3e26PjWrVuLtovW6AOce1/M4cjXVYsWLSyKjYiI7CP7/+tJebi5ob6HB3r6+WFsSCheCQs3649M5kjLTjS5z9/HuSOl7Fbo3F6Sk5Nx48YNZGVl2ewvcwMGDLBJP0REtuDv749HH30Uu3fvBgDcu3cPp0+fNvqwBUC04lTr1q3N/lBZVEpKitGUj2eeecbifoorvrS5FEs/DJbm7t27om1rRmFFR0cjPj7eJvEUnwZnzdTKwMBAVKtWTVR4OCkpCXXr1i3xvMJV08xR/A2PpQkjtVqNu3fv4u7du4iLi0NcXBxu3ryJGzdumCyYbM9Ehj2Z+5wtfu9LqtNUkkaNGomKn5rzujJ3ZFFx9lpBryyKFqk3R/GphcV/JjjzvljK3q+r0FDnrrZERET/z8T7zuxio2HLIlNl+vdUsG8Vm13HGuUiKaVSqfDLL79gzZo1NvugUBSTUmRv7dvbr6Cvh4d5SYhWrQ5AELSlH2gFd3fzfpA1brwaen2+XWJQKivWm+t+/foZklLAg0K4xZNSaWlpoulh1k7dy8yUnl9eVoWrO5Wk+DSgsipa8B0wntpijpIKg1uqeK0dax9vYGCg6EOoOTV87FG0vagLFy7gr7/+wqFDh3Dr1i2zRldVBObew+L3yJzVKM25njmvq6J1lSxhzaqd9mZp4qR4Mrb498uZ98UcjnxdWfvYiYjItnwyMyTb9VasQm1KVm6K9DUEGYL9OFKqRJcvX8aECRMQHx9vl7+qWjJvn8haXl61nR0CPD0tH0Fjax4ezs3ClyfdunWDt7e3YUTo9u3b8d5774k+NG7bts0wVU2pVKJ3795WXSsrK6vsAUvIyckp9RhzC36bq6CgQLTt6elpcR+2HC1StHg8gFJX3DOl+OMo/jgdKSEhAf/73//wzz//mHW8UqlEq1atEBQUZDTVqDwy9znrzHtvq6H+rsDHx8ei44t/vzQaDQRBMLzfc9XXpDNeV7b++UtERJbT6/UI1+oAiT8M+dSvb7Pr5OQnQ+o3Xp7WBwq5c9NCLp2USk5OxpgxYwzL9to6gVRepw4QUcXn6emJxx9/3LCSXHJyMo4ePYoOHToYjik6de+RRx6x+q/exT9ceXp64ptvvrGqr6LCwx3/V5fij8Waad5are1GFBYfrSRVQNwcxRN81iTbbOHGjRsYOXKk4fdyccHBwahTpw6ioqJQr149NGnSBM2aNYOnpyfWrVtXIZJS5qpo995Z1Gq12XWWAOPvl5eXl+j9oyveF76uiIgqr/jz5+FjYqRyWKuWNrtOXkGKZFIqX2d+uQd7cemk1IIFC5CcnCx6M8FEEhFVFv369TMkpYAHI6MKk1Lx8fGiQuLWTt0DHqxYVVR+fj6aNWtm1dQ3Zys+9c6aqYmWLKlemuLfW2un+BSflli8X0dQq9WYNGmS6IOzm5sb+vXrhyeeeAItWrQoceqjWi294ktFVfwemTPlUkrx8yypFVYRZGdnWzQVtfhrvngNMFe7L3xdERFVbncPH4apn/J1LFzsoyRqdZrkMndqvePfUxbnskmp3NxcbNiwwZCQEgQBcrkcgwcPRr9+/RAVFYWAgAAOPSaiCqtTp04ICgoyfPjZsWMHZsyYAYVCgS1bthiS9D4+PujWrZvV1wkLC4NCoRCNELp06RLatWtXtgfgBLVr1xZtX716VTR1xxw3b960WTzFV/K7ePGixX2kpKQYjaCwZEVBW9m6dSuuXr1q2FYoFFiyZAm6dOli1vnFP8RX9D8yFb/3ly5dsqqf4s8ZZ9x7Z7p58yYiIiLMPv7y5cui7eIrEbrafeHrioiocks5d04yKZWu16NRsfe1ZaHVpgESqRMdAm12DWu5XkXL/3fq1ClDrZTChNT8+fMxc+ZMtGvXDmFhYUxIEVGFplAo0KtXL8N2RkYGDh8+DEA8da9nz55lmjri4eFhtMLV3r17Le7nl19+wU8//YRdu3bh0qVLZtWUsrXGjRuLvhcqlcqiRFBeXp5oRa2yeuihh0TbR44csbiP4uf4+/sbfbB2hOJThPr162f2B2cAuHbtmmi7on94Ln7vb968afEKbYmJibh1S7xQhjUrOJZnp06dsuj448ePi7aL3wdXuy98XRERVW4FJv4YmmLjXMdNVXf8FPMq/rw6HDtuP4UD8d1wJqktsnXNbXoda7hsUio2NtbwtUwmQ8+ePdGzZ08nRkRE5Hj9+vUTbW/fvh03b94UJU6efPLJMl/n4YcfFm2vXbvWoqRSbGwsPv30U3z22Wd47bXXMGDAABw6dKjMcVnKw8MDHTt2FLWtWbPG7PO3bt1q0yLi7du3F43SunXrFo4ePWpRH6tXrzbq0xmrpMXFxYm2W7RoYfa5WVlZRolOW9buckU1a9YUJQ8FQcAff/xhUR+///67KMkQGBhY6ZJSGzduNDvRkpycjH379onaunfvLtp2tfvC1xURUeWmSEySbM+z4WrQAHAnKxr/xD6BTTefw2+Xx+C785Px1akPkShMtOl1rOGySanC1aAKf+n37dvXmeEQETlFmzZtULXIcrC7d+8WjZIKCwtD+/bty3ydZ555RlRMOCMjA59//rnZ58+ePVu0dHlgYKBFf+23peeee060vXbtWrNGS6lUKixevNimsdSoUcPo+/DJJ5+YnfjasGGD0ciPwYMH2yy+skhNTTX72BkzZhitelYZauEMGzZMtP3999+bPT305s2b+OGHH0RtgwYNckpC0plu375tlJg1ZdasWYZR9sCDn59169Y1Os6V7wtfV0RElUugiUV5FJGRNr1ORp5Gsj3AS2nT61jDZd/ZeHh4iLaLfigjIqosZDIZ+vTpY9hOT0/HihUrDNt9+/a1yfLv1atXNxpxtXr1aixatKjUcxctWoRdu3aJ2saPH++0KdZdunRBq1atDNsajQavvfYabt++bfKc/Px8vPnmm4iPj7d5POPHjxeNlrp69SomTpxY6qpfe/fuxf/+9z9RW4sWLZyW7IuKihJtr1mzptTC7QUFBfjwww+xbds2o33WrnpWnjz77LOiVTHz8vIwbtw43L17t8Tz7t69i3Hjxom+R35+fnjxxRftFapLmzNnDg4ePFjiMYsWLcKWLVtEbW+88Ybksa50X/i6IiKqvPKzs2FqreqAxrYdGZ2eK/1HiyBvJqVMqlGjhmjbmmW9iYgqguIr6xX9eViWVfeKe++994wKhS9cuBAjRozA0aNHRSOhACAmJgavvvoqFi5cKGpv3ry50UgER/v0009FK3bdu3cPQ4YMwapVq0QjC3Q6Hfbt24chQ4YYTfuxlVatWuGVV14Rte3duxdPPvkktmzZYvQh8ubNm5gxYwbGjx9v9OF31qxZThsp07t3b9F2YmIihg0bhiNHjhhNr0pPT8cvv/yCAQMGmBzlUjgiuiLz9fXF3LlzRffs7t27GDhwIJYtW2Y0KiYtLQ3fffcdBg0aZJQg+fDDDy0q+F2RFCaNvvzyS6Oi/5cuXcL48eONfg4999xzJhdrcKX7wtcVEVHldePAQchNLMZT3cYLDmXmSo+UCvR2fp1ul11976GHHoJcLoderwfw4MNP27ZtnRwVEZHjNW7cGHXq1DGaXlKnTh2jAuVl4efnh8WLF2P06NFISEgwtB89ehRHjx6Fn58fqlWrBnd3d9y7d09ymklkZCQWLlzo9IUo6tati3nz5mHixImG6TxZWVn45JNP8Pnnn6NWrVpwd3dHXFycaAn5iIgIREdHW1XovSQTJ05EXFwcNm7caGi7e/cuJk+eDA8PD9SoUQNeXl5ITk6WLLrs5+eHJUuWSE5FcpQ+ffpg5cqVOH36tKHt+vXrGDlyJPz9/Q2rjyUmJiI1NVX0gdrNzQ0TJkzADz/8YEgKZmZmIiUlBaGhoY59IA7WqVMnzJgxAx9//LEhsatSqTB37lzMnz8fNWrUQGBgIDIzMxEbG2t431NIJpNh6tSpNk1Alyfh4eFISkqCRqPB8uXL8f333yMyMhJ+fn5ITExEUpJxLY5HH30U06dPL7FfV7kvfF0REVVe944fRw2Jdq0goEGHDja7jiAIpqfvcaSUaUFBQejSpYvhl+9ff/3l5IiIiJxHqq6ePT6k1qtXD3/++afkCIPs7GxcuXIF58+fl0xIdezYEatXr0aVKlVsHpc1unbtiu+//x5hYWGidrVajWvXriEmJkaUkAoLC8M333xjdLwtuLm54YsvvsDbb78NpVL8y7+goAA3btzAhQsXJBNSrVq1wh9//GFy1IejyGQyLFmyBNHR0Ub7srKyEBMTg5iYGKSkpIg+OEdFRWHVqlV47bXX0LhxY9F5+/fvt3vcrmDo0KH49ttvERISImrX6/W4e/cuzp07hzt37hglPqpUqYJvv/220k7bA4DXX39dNLVYr9fj9u3bOH/+vFFCSiaT4YUXXsDixYvNSoy7wn3h64qIqPLKvHxJsj0RgIePj82uk12ghU4vvWhIkAuMlHLZpBTw4I1IYeHdy5cvY9WqVU6OiIjIOYqvwgfYJykFAKGhoVi1ahWWL1+ODh06GCVRipLJZGjXrh0WLFiAFStWGH24c7b27dtj27ZtGD9+PIJNrGLi4eGBp556Chs3bkSTJk3sGs+YMWOwc+dODB06VFTTpjg3NzfD9/W3335DnTp17BqXuYKDg7FmzRpMnDixxOSdm5sbmjdvjk8++QSbN29GmzZtAEBUHw1Apfq9/sgjj2DXrl146623EFlK8dK6deti2rRp2LZtm9NqiLkKuVyOL774AnPnzjWaXlxIoVCge/fuWLNmDd5//32LRmq6wn3h64qIqHLS342VbM/0tV1CCgAycqRHSQFAoAsUOpcJ5q6z6yQrVqzAnDlzIJPJIJfLMXXqVAwfPtzZYZGTJSYm4tFHHzVq37dvX5lrbmi1Wly7dk3UVr9+fdHKZESVSW5uLs6cOYP79+8jPT0dOp0Ovr6+qFmzJpo1a1ZicsWVaDQanD9/HleuXEFmZiZ8fX1RpUoVtG/fHn5+fg6PR6/X4+LFi7hx4wbS09ORl5cHX19fREZGolmzZiaTaK5Cq9XiypUruHz5suF5ERgYiIiICLRq1QoBAQHODtGlxcbG4vz580hPT0dWVhY8PT1RtWpVNGnSxDBlqzKaOnUq1q9fb9ieNWsWBg0aZNg+f/48rl69ipSUFHh4eCAyMhKtW7dGYGCgTa7v7PvC15Xj8X0fETnLpiZNUa9YzVYAOF8nCs9s3Wqz65yLy8CTi6QXDDk7o6dZU/js+fnb5X/avvTSS8jMzMTSpUuh1Wrx6aef4o8//sDgwYPRqlUrQ10BW6w+RURExry9vdGxY0dnh1FmSqUSrVu3RuvWrZ0dCoAHox6aNm1q07pgjqRQKNCkSRO7jy6rqGrWrFmpk0/WatasGZo1a2a3/p19X/i6IiKqHPR6PcI1GkBiARtPG9cQTTdR5NxNBvh5Oj8l5PwIzDBp0iQoFAosWrQIgiDg6tWrmD17tk36lslkuHjxok36IiIiIiIiIiIqSfL1G/A3saJyWIsWNr1WdtZejGm2BDkaP6g0fob/dQiDm5tx3VpHc/mklEajwaxZs/D7779D9v/LJQqCYLRMLhERERERERGRq7t18ABMTciu3amTTa+lzo9Bp+r/GLWn5NcEMMWm17KGSyelBEHAxIkTsXfvXkMSSiaTGZJTtuifiIiIiIiIiMhRkk6ckExKZev1aNiwoU2vpS5IAySqHWn0/ja9jrVcOin1888/499//zVKRDGZRERERERERETlUd7Vq5LtCe7ucDMxrc9aWl2qZFJKi0CbXsdaLpuUEgQBy5YtM0pG+fj44JFHHkF0dDSCgoIsWvaXiIiIiIiIiMiZrmVmQpeXi3ruHvArsmhbXliYza8l6DKkd8gCbX4ta7hsUur8+fNITk6GTCaDIAiQyWQYOHAgpk+fDl9fX2eHR0RERERERERksQW3byM5ORkAUEWhQH0PD9R390C3J/vb/FoyIV26XR5s82tZw2WTUleuXDF8LZPJ0KZNG8yaNcuJERERERERERERWS8pKcmQkAKABK0WCVot9ufkYHifPja/nhwZku0KBZNSJUpPf5DNKxwl9cwzzzg5IiIiIiKyp9mzZ2P27NnODoOIiMhuLly4YHJf06ZNbX49d7cs6Xb3EJtfyxq2raBlR7Vr13Z2CEREREREREREVjOVlAoPD0eYHWpKecozpds9Qm1+LWu4bFIqNFT8DSooKHBSJEREREREREREZWcqKWWPUVI6nQ5eCpXkPh8PjpQqUePGjQHAsPrerVu3nBkOEREREREREVGZmEpKNWnSxObXyshJhZtMkNzn5x1u8+tZw2WTUtHR0ahRo4Zhe+PGjU6MhoiIiIiIiIjIeoIgICYmRnKfPUZKpWUnmNwX6MukVKlGjx4NQRAgCAJOnDiBAwcOODskIiIiIiIiIiKLxcXFIStLuvC4PZJSmbnJJvcF+UbY/HrWcOmk1NChQ9GxY0cADzKKb7zxBs6ePevkqIiIiIiIiIiILFPSynv2mL6XnZsk2a7TuyHAO8jm17OGSyelAODzzz83rLyXk5OD559/HtOnT8fly5edGxgRERERERERkZkStu/AsMAgtPPyRrBcbmivWbMmAgICbH693PwU6XatH9zcXCMdpHB2ACUpLG4+e/ZsTJ06FXfu3IFOp8O6deuwbt06+Pr6IioqCqGhofD29oZSqbT4GjKZDJ999pmtQyciIiIiIiIiMvA5eQLTI/6bNpeq1eJaQQFiIyPtcr38ghT4SLQX6GyfALOWSyel+vTpY1h9r5BMJoMgPKgen52djXPnzhkdYy5BEJiUIiNSz6fC5xwRERERVRx6vd6ozdrPFkREpfFNSxNthygUCFEo4G2HUVIAoNakAXKJdoFJKYsUJo8K2SJpwF82ZIrUMEatVmvVSDwiIiIicl06nc6ozVWmtBBRxaJVq1FVqwMkfsb4RjeyyzV1WumklB6BdrmeNcrNT9zCVfhM/bOmPyIpMpkMCoU4X5uTk+OkaIiIiIjIXoq/x1MoFPzjNRHZxc3Dh+FpIuldtcPDdrmmoE+XbpcF2uV61nDpkVJt27Z1dghUSfn6+iIjI8OwnZ2djdDQUOcFREREREQ2l52dLdr29fV1UiREVNHd3X8A1SXa9YKABl272uWaMiFDst1NHmyX61nDpZNSq1atcnYIVEn5+/uLklL5+flQqVR8o0JERERUQahUKuTn54va/P39nRQNEVV0GefPSSalEgA0CQmxyzUVyJBuV7hOUqrcTN8jciRvb2/I5eLJt3FxcVCpVE6KiIiIiIhsRaVSIS4uTtQml8vh7e3tpIiIqKIT7tyVbE/387PbNZVumZLt7u6uk5Ry6ZFSRM4ik8kQEBCAtCKrIwiCgNjYWHh6esLPzw8+Pj6Qy+UshklERETk4vR6PXQ6HXJycpCdnW00QgoAAgICWE+KiOzGv8hMnKKEGjXsdk0veZZ0u4frlKZxSlKq6GgTpVIJDw8PZ4RRqoKCAmg0GsM2p25VLuHh4dBqtcjKEr+Q8/PzkZ+fj+TkZCdFRkRERES25O/vj/DwcGeHQUQVVEFODqoKAiCR+PZr0sQu19TpBay5OgK+ymz4uGfBV6mCrzILPkoVokNr2eWa1nBKUqpNmzaGv0L06tULX331lTPCKNWUKVOwc+dOAA9Gzly8eNHJEZEjyWQyVKtWDQCMElNEREREVDH4+/ujWrVqHCVFRHZzbe9eKE38jKnRqaNdrpmZp8E/sU9I7tvczj7XtIbT5h0JgmD458rKS5xkH4WJqeDgYKMaU0RERERUfsnlcgQHBzMhRUR2F3fwkGS7RhBQv0sXu1wzI1dtcl+gt9Iu17SG02pK8Qc/lRcymQwREREIDw9Hbm4usrKyoFKpoNVqnR0aEREREVlAoVDA19cX/v7+8Pb25mcSInKI7JgYyfb7Mhma+/jY5ZrpuRqT+4K83e1yTWuw0Hklo9FosHPnThw+fBjnzp1DSkoKMjMz4e7ujsDAQERFRaFt27Z44oknEBkZ6exwXYpMJoOPjw98/v+HhiAI0Ov1HEVHRERE5OJkMhnc3NyYhCIip3CLlV55LysgwG7XzMyTHimllMvg7e46s4CYlKpE/vjjDyxYsECyQLdGo0FOTg7i4+Nx4MABLFiwAL1798b777+P4GDXWS7SlchkMk7pIyIiIiIiohKFZasAiVXbZVG17XbNDBMjpQK93V0qQe/0pNTx48cxYsQIZ4ch6fr165DJZOV+JIxarcZbb72Fv//+2+xzdDodtmzZguPHj2PJkiVo1qyZHSMkIiIiIiIiqngSr15DmERCCgBC2rS123VNTd8L9HKdelKAk5NSgiAgPT0dx48fd2YYFd4777xjlJAKCAjAE088gZYtWyIoKAh5eXm4ceMG/v77b1y+fNlwXFJSEsaMGYPff/8dtWq5zrKRRERERERERK7uyo7tCDOxr0HvXna7bqaJQueuVE8KcHJSypWGjFVUW7ZswbZt20RtgwYNwvTp0+Hr62t0/GuvvYYNGzbgf//7H/Ly8gAA6enpmDp1Kn777TeHxExERERERERUESQfPSaZlErT69GoaVO7XdfUSKkAF1p5DwCkx5A5gCAI5eZfeSUIAubOnStqGzBgAGbNmiWZkCp6zFdffSVKGp46dQp79uyxW6xEREREREREFY3++nXJ9kQ7rbpXKCNPOikV5GJJKaeMlBo4cKAzLlvpnDx5EvHx8YZtPz8/vP/++2ad+9hjj+GJJ57Ali1bDG3btm1Dt27dbB4nERERERERUUUUmJEOwHiWmLZmTbteN9L9OzwfHYscjR9UGj/k/P+/cB9Pu17XUk5JSs2aNcsZl610/v33X9F2jx494OfnZ/b5/fv3FyWlTp48aavQiIiIiIiIiCq0rKQkVBMglZNCQKuWdr12Ta/daBtyxag9EW8B6G7Xa1vCadP3yP6uXbsm2m7ZsqVF50dGRoq2U1JSyhoSERERERERUaVwaft2uJmopV2nu30TQ+5uWdLtymC7XtdSTi10TvY1cOBANG3aFElJSUhKSkJUVJRF5xcWOi/EwvRERERERERE5rl/8CD8Jdpz9Hq06tjRrtf2VEgnpbw9TK0F6BxMSlVgvXv3Ru/eva0+/8yZM6LtiIiIMkZEREREREREVDnszsvDwvg4NPLwRCMPDzTy9ERVpRLxHu5oo7BfOkar08JbkSO5z9szxG7XtQaTUmTSunXrRNutWrVyUiRERERERERE5cvhixdxUqXCHpXK0BYol2PCyJF4yo7XTVclm9zn5xVqxytbjjWlSNKWLVsQExMjauvZDMVr9QAA7DRJREFUs6eToiEiIiIiIiIqPzQaDc6fP2/UnqHToU7nzna9doYqyeQ+fx/Xmr7HpBQZSUhIwMcffyxqq127Nh577DHnBERERERERERUjly6dAlqtVpyn71nIWXmml6kLNg33K7XthSTUiSiUqkwbtw4pKeni9rfe+89yOVyJ0VFREREREREVH6cPn1asl2pVKJx48Z2vbYqTzoppdO7wd87yK7XthSTUmSgUqkwZswYXL58WdT+/PPPo0uXLk6KioiIiIiIiKh8MZWUatq0Kdzd3e167dx86aRUns4Pbm6ulQZyrWjIaTIzM/Hyyy/j1KlTovb27dvjvffec1JUREREREREROWPqaSUIxYQK1CnSrfr/Ox+bUtx9T3CvXv38PLLL+PGjRui9mbNmmHJkiVQKpVOioyIiIiIiIiofNHr9Thz5ozkPsckpdIlhyCp9f52v7alOFKqkjt//jyeffZZo4RUq1atsGLFCvj6+jopMiIiIiIiIqLy59atW8jKypLc54iklE6bJt2OALtf21JMSlVimzdvxrBhw5CUJF4usnPnzvjhhx/g5+d6Q/uIiIiIiIiIXNnpkycl22UyGZo3b2736+v1GZLtgsz1klKcvlcJCYKAr776CkuXLjXaN2DAAHzyySecskdERERERERkBeHX37CnTl1cLijApfx8XCrIx6WCAnjXru2YwR8mklIyt0D7X9tCTEpVMrm5uXjrrbewZ88eo30TJkzAxIkTnRAVERERERERUcUgv3sHVZRKVFEq8ViRkjhngoIcc31kSrcrHHN9SzApVYmkpqZi7NixuHDhgqjd3d0dn332Gfr37++kyIiIiIiIiIgqhjBVDuBmXC3JPSrKIddXyqTrWSkUwQ65viWYlKokEhISMHLkSNy+fVvUHhwcjMWLF6N169bOCYyIiIiIiIiogrgXcxGhEgkpAAht19YhMbi7SSelPD1cLynFQueVQEpKimRCqk6dOvjjjz+YkCIiIiIiIiKygctbNpvc17BPH4fE4KXIlm73CHXI9S3hlJFSx48fF223beuYbGFlpNVqMWHCBKOEVKtWrbB06VIEBgY6JS4iIiIiIiKiiib16DFUlWhP1OvRqGFDu18/tyAH7nK15D4fzxC7X99STklKvfDCC5DJZAAeLIl48eJFZ4RRKcydOxenT58WtbVr1w7Lli2Dl5eXk6IiIiIiIiIiqnjcbt2SbE8JCHDI9dNVSSb3+fuEOSQGSzh1+p4gCBAEwZkhVGjnzp3DihUrRG1169bFkiVLmJAiIiIiIiIisiG9Xo8qKpX0zvr1HBJDRk6yyX0B3py+V2YTJkwwfC2TybBw4UInRuPaFixYYJT0GzJkCM6fP291nw899BA8PDzKGhoRERERERFRhRJ39iyCTRQ5D+/QwSExZOemmNwX7BvukBgsUe6SUrt27YJMJoMgCIYpgGTs+vXr2L9/v1H77Nmzy9Tv7t27UaNGjTL1QURERERERFTRXNmyBaY+LTfu398hMag0Yfjr6nD4KFVF/mXDU1GAxzx9HRKDJcpdUorMs2/fPmeHQERERERERFRppB8/IZmUuicIaFS7tkNiyFBXxaabzxm1R/h7YOSTDgnBIk6tKUX2ExcX5+wQiIiIiIiIiCoN5Z07ku1pQUEOiyEzTyPZHuCldFgMluBIqQpqxowZmDFjhrPDICIiIiIiIqrw9Ho9qubmAhI1peQNGjgsjsxctWR7oJe7w2KwBEdKERERERERERGVwa2jRxFgosh5RKdODovD1EgpfxcdKcWkFBERERERERFRGVzfvt3kvib9+zksjgwTSalAbyaliIiIiIiIiIgqnMyTpyTb4yAgsFo1x8VRzmpKMSlFRERERERERFQG7rF3JdvTg0McGkdGromRUkxKERERERERERFVLDqtFtXz8iX3KaMbOjSWLFMjpTh9j4iIiIiIiIioYrlx4AB8TRQ5r/rIow6NxVRNKVedvqdwdgBEREREREREROXVjR07UFuiXScIDi1yrtfr0TtyMXLUPsjR+CFH44tcrS9UGl8EeDR2WByWYFKKiIiIiIiIiMhK2afPSLbHy2RoGhrqsDiyctPRs9Zfkvt8FS0BRDksFnNx+h4RERERERERkZU84+Ml2zPDwhwaR3pOssl9/t6OS45ZgkkpIiIiIiIiIiIr6HQ6XMpIx1212mife+NGDo0lU5Vkcl+QT7gDIzEfp+8REREREREREVnhypUrmBoXBwAIcHNDY09PNPP0QhNPT3To3t2hsajyUk3uC/Jz7KgtczEpRURERERERERkhRMnThi+ztTrcTg3F4dzc6FQKJDVv79DY8nJT4GHRHue1hsKOVffM6l7GbKHZTkXAGQyGXbt2lWmPoiIiIiIiIio8jl+/Lhke9OmTeHl5eXQWPLUaZJJqXydn0PjsITTk1KCICDeRFGwks6x9tziZDJZmc4nIiIiIiIiosrJVFKqTZs2Do4EUKulp++p9f4OjsR8Tk1KOTshVJjcIiIiIiIiIiKyhFqtxunTpyX3tWvXzsHRABpNOiAxS08ruG5SiqvvERERERERERFZ6Ny5c1BLrLoHOCcppdelS7fLAh0biAWcMlKqWrVqzrgsEREREREREZFNHDt2TLLdy8sLTZo0cXA0AIQM6XYmpcT27NnjjMsSEREREREREdmEqaRU69atoVA4Pt3iZiIp5SYPcmwgFuD0PSIiIiIiIiIiC5kqcu6MqXsAoJBlSbYrlUxKERERERERERFVCBn37uHJlBQ84eeHSKW4urizklLusmzpdvcQB0diPqeuvkdEREREREREVN7EbNyIEUHBwP8PQsrQ6XA+Pw/n8/LRtlUrp8TkqZAeKeXlHuzgSMzHpBQRERERERERkQUS9h9A0VRPoFyOR3x80czLG1H16zs8Ho1WDS9FruQ+H0/XHSnF6XtERERERERERBYQrl6VbL/v4wM3N8enWtJVKSb3+XqHOjASyzApRURERERERERkgfDMTMl2XZ0oB0fyQEZOssl9AT5hDozEMhVq+t7p06dx8OBBXLt2DSqVCj4+PqhZsybatWuHzp07Qy6XOztEIiIiIiIiIirH4i9cQJiJ0VAhDz/s4GgeyMxJMrkv2DfCgZFYxqWSUjk5OThy5AguXboEvV6P119/3azzjh8/js8++wyXL1+W3P/DDz8gJCQEr7zyCp577jkmp4iIiIiIiIjIKpc3bUY1E/saP/mkQ2MplJOXKtmu07vBzyvQscFYwCWSUmlpaVi4cCE2bNiA/Px8AICPj49ZSanvv/8e8+bNg16vhyAIJo9LSUnBJ598gk2bNuHrr79GRITrZgqJiIiIiIiIyDWlHT0qmZRKEPRo1LChw+MBgNyCFHhLtOfp/JxS48pcTo/syJEj6Nu3L1avXo28vDwIggBBEJCTkwOtVlviuStXrsQXX3wBnU4HQRAgk8lE/wCItgVBwJkzZzB8+HAkJiY64uERERERERERUQWiuH1Lsj0lMMjBkfwnX50m2V6g83NwJJZxalLq8OHDGDt2LNLT00VJpULp6ekmz42JicHnn39ulIQqTGqFhISgWbNmCAkJMbQVHhMbG4uJEyeWmvQiIiIiIiIiIiqk02pRLTdPcp882jmjpABAbSIppdb7OzgSyzht+l5SUhLeeOMNqNVqUSKqcAqel5cX8vKkbzQAzJw5E1qtVpSMAoBOnTph6tSpqF+/vuHY48ePY9asWbh48aJhxNT58+fxww8/YOzYsfZ4eERERERERERUwVzfvx/+JqbDVX3kEQdH85/kgmY4nTAQPsps+ChVhn8FqOW0mMzhtKTUnDlzkJWVJUoq+fn54YUXXkDfvn1Rt25dk+fu3bsXZ8+eFZ0rk8nQu3dvzJs3T5TkAoC2bdti9erVGD9+PA4dOmRITC1fvhzPPfcc/P1dO3NIRERERERERM53c/sO1JZo1wkCmjipyDkA3FG1wdorVYzaB7Q0VZLdNThl+t6dO3ewbds2Q3IIeJA42r59O15//fUSE1IAsHr1aqO2oKAgfPzxx0YJqULu7u6YO3cuAgMDDW0qlQp//fWX9Q+EiIiIiIiIiCqN7NOnJdvj3GTwDw93cDT/ycjVSLYHeCkdHIllnJKUWr9+PfR6PYAHhcijo6Px/fffIyQkpNRzVSoVDhw4YDRKasSIEfD19S3x3KCgIIwcOVJUX2rz5s1lfDREREREREREVBl4xcdLtmc5MSEFAFl5TEqZbefOnaJRUjNnzoS7u7tZ5+7btw8ajfibLZPJMHDgQLPO79u3r+FrQRAQExMDlUplZuREREREREREVBkV5OSgplY6+ePZrJmDoxHLyFNLtgd4m5drcRaHJ6UyMjJw48YNw3azZs3QzIKbd/DgQcPXhUmtJk2aICIiwqzzIyMjUaNGDcO2TqfD5cuXzb4+EREREREREVU+Mdu2wUMmnUap9fjjDo5GLNPESKlAjpQSu3r1quFrmUyGRyysTl9YqLxoH48++qhFfTRp0sSQ0AIe1LgiIiIiIiIiIjLl7q5dku35ej0a9ezp4GjEWFPKTHFxcQD+G+XUqFEjs8+Nj4/H/fv3jdo7dOhgUQxBQUGi7czMTIvOJyIiIiIiIqLKRX3hgmR7rLs73L29HRzNf/I1OhRo9ZL7Ar2ZlBLJysoSbQcHB5t97okTJ4zaPD090bJlS4tiKLoCHwAUFBRYdD4RERERERERVS5BySmS7fk1azo4EjFTU/cAjpQykpeXJ9r28fEx+9yTJ08avi5cQa9FixZQKBQWxaDVakXbSqVr3yQiIiIiIiIicp7UO3dQo0gpoaIC2rZxcDRipqbuAUCAi4+UsiybY4sLFksgWTJK6fjx46J6UgDQrl07i2NIS0sTbXt5eVncBxERERERERFVDhc2bEC4iX0N+vVzaCzFpWddwYB6v0Cl8UOO2g+5Wl+oNL7I1fjC39PhaR+LODw6X19f0XZ2drZZ5yUmJuLWrVtGSan27dtbHMOtW7dE26GhoRb3QURERERERESVQ9KBg5JJqTS9Hh3aOHekVLbqAgbU+82oXa3zgKdyvBMiMp/Dp+9Vr14dAAzJpeIJIlP2799v1Obl5WVxPamCggLExMSIkluFMRERERERERERFSe7cUOyPcHfD25uDk+tiOQVpEq3a/0cHInlHD5Sqn79+qLtc+fOmXXeriJLLxbWk+rUqRPkcrlF1//nn3+gVqsNSSm5XI569epZ1AcRERERERERVQ6CIOD1u3cQnpOD5l5eaO7pheaenqjp7g6hWI7DGdTqNMn2Aj2TUkaqVq2KatWq4f79+xAEAXv27EF+fj48PT1NnpOamooDBw4YTd3r1q2bxddftWqVaLtBgwYlXpuIiIiIiIiIKq+bN2/ifmoq7gM4m58PIB0AECyXY+2c2U6NDQA02jRAYryORghwfDAWcsoYs+7du0MQBABATk4OvvnmmxKPX7lypdGKee7u7ujRo4dF1925cydOnjwJmUxmGG1lTWKLiIiIiIiIiCqHo0ePSran6/V4qGtXB0djTKdNl2zXg0kpSYMHDwYAQ3Lou+++w4YNGySPPXr0KFasWGEYJVWYTOrdu7dR0fSS3L17FzNmzBCNtpLJZHjyySetfyBEREREREREVKGZSko1atQI/v7+Do7GmKDPkN7hFujIMKzilLUBo6Oj0a1bN+zZswcymQw6nQ7Tpk3Dnj17MGjQINSsWRMZGRnYuXMnfv31V1ENKOBBHaixY8eafb3jx4/j7bffRnp6umiUVO/evREZGWmPh0hEREREREREFYCppNTDDz/s4EikyYRMyXY3eaBjA7GCU5JSAPDBBx/g2LFjyMnJMSSKdu7ciZ07d4qOK0wgFf36xRdfRN26dUvsPy0tDadOncLKlStx/PhxUT8A4O3tjTfffNP2D4yIiIiIiIiIKoSCggKcPn1acl/79u0dHI00BaSTUgpFsIMjsZzTklJVq1bFggULMH78eGg0GkNiqrjixc3btWtXajKpf//+uH79umFbKrH14YcfombNmjZ4JERERERERERUEZ09exZqtVpyn6skpZRuWdLtStdPSjmlplShjh074qeffkJERIQhWVT8H/AgkSQIArp164alS5dCLpcoK1+ERqMxnCOVkHr33XdZS4qIiIiIiIiISmRq6p63tzeaNGni4Gikecqlk1JeHiEOjsRyTk1KAUCrVq2wfft2vPnmm6hWrZoomVT4r1GjRpg7dy6WLFkCLy+vUvsMDQ2VTGwFBARg0aJFePHFF+38qIiIiIiIiIiovDOVlGrTpg0UCqdNPjPQ6XTwUuRI7vMuB0kp538HAXh6emLcuHEYN24cbt++jRs3biA3Nxd+fn5o2LAhqlatalF/ISEhoqmA/v7+GDx4MMaPH4+AANdfEpGIiIiIiIiInO/+0aNQANAWa3eVqXsZuWlwk+kl9/l5hzo4Gsu5RFKqqNq1a6N27dpl6qNz587w8fFBtWrV0Lx5czz88MNwd3e3TYBEREREREREVOEl37yJRXIF8uo3wMX8fJzPz8e5/Dycy8tD+3btnB0eACAzJ9nkPn/vMAdGYh2XS0rZwpAhQzBkyBBnh0FERERERERE5VTMhg2IAODl5oaHvL3xkLe3YZ9P3brOC6yITJXppFSQb7gDI7GO02tKERERERERERG5muSDhyTbU/R6RLZq5eBopGXnpUi26wUZAn1cv6YUk1JERERERERERMXIb96QbE90oVrVufnSI6XytT6Qy11/chyTUkRERERERERERei0WlTPyZXcJ2vQwMHRmJZXkCbZnq/zc3Ak1mFSioiIiIiIiIioiKt7/oG/m3TKpMqjjzo4GtPUGumklFrvOqO5SsKkFBERERERERFREde3bJFs1woCmg8e5OBoTNNq0yXbdfB3cCTWYVKKiIiIiIiIiKiIvNOnJdvvyuXwCw11cDSm6XXSSSm9LNCxgViJSSkiIiIiIiIioiKCkpIk21U1qjs4klLoMySbZW6cvkdEREREREREVK4k37yJGib2BbRt59BYSuOGTOl2ebCDI7GO668PSERERERERETkIOf//BNVTeyLHjjAkaGU6nJ6B9xIC4G3QgVf92z4KFXwVqig8I5wdmhmYVKKiIiIiIiIiOj/pRw4KJmUStbr8WibNg6PpyS77w7Evcx8o/bPBzd3QjSW4/Q9IiIiIiIiIqL/53HrlmR7YlCQgyMpXUaeRrI9wFvp4Eisw6QUEREREREREREAdW4uauYbjzwCAEXTJg6OpmRqrR65ap3kvgAvJqWIiIiIiIiIiMqNC1u2wMtNOlUS2bOng6MpWaaJUVIAEMiRUkRERERERERE5cedHX9Ltufr9WjWv7+DoylZZp7a5L5AL3cHRmI9JqWIiIiIiIiIiABoL1yQbL/r4QF3b28HR1OykkZKcfoeEREREREREVE5Ep6WJtleEFXbsYGYISNXOinlrnCDp7J8pHsUzg7AWlqtFhcuXMCpU6cQFxeHzMxMZGZmQqPR4KeffhId+8MPP6Bnz56oUaOGk6IlIiIiIiIiIld25+RJhJuoJxXSqZODoymdqZFSAV5KyGQyB0djnXKXlLp16xZWrFiBTZs2Ib9YRXxBEIy+8RkZGfj888/xxRdfoHv37pg0aRLq1avnyJCJiIiIiIiIyMVd/usvRJrY12zwYIfGYg5TI6UCy8nUPaAcJaW0Wi3mzJmDX375BYIgQBAEs86Lj48H8CBhtXv3buzduxfvvvsuhg8fbs9wiYiIiIiIiKgcyTx6VLI9XhDQyAUHt+jyD6BHrf3I0fghR+Nr+D/Ct5azQzNbuUhKpaWlYezYsYiJiTEko6SGokklqgqTUjKZDIIgQKPR4NNPP0VycjLefPNN+wZOREREREREROWCd2ycZHtaRLiDIzGPl24HhjX6xag9LrczgD6OD8gKLl/5Kj8/H+PHj8eFCxcM0/MKE0yCIECpVMLDw8Pk+ffv3zd8XfTcZcuWYcOGDQ54BOWHWq1Gr1690LBhQzRs2NDZ4RARERERERE5RE5ODr65F49f0tNxMT8fuiKDXrxatnReYCUQ9BnS7bJAh8ZRFi6flJo5cybOnTsnSihFRERg8uTJ2LRpE86ePYtHH33U5HS+4cOH46uvvkKdOnVEo6wEQcDs2bORnp7uyIfj0ubPn4/bt287OwwiIiIiIiIihzpx4gS2Zmbi06REPH3nNtpfu4aXYu9iQUoy6g4c6OzwpAkZks0yeaBDwygLl05KXb58GRs2bDAkkQCgX79+2LZtG8aOHYv69euXWlFeLpejd+/e2LhxI0aOHClKXmVmZuLXX3+162MoLzZs2IAffvjB2WEQEREREREROdyhQ4dE27mCHkdzc7Fap0N0ly5OiqpkCmRKt8uDHRyJ9Vw6KbV06VLo9XoAD0Y3devWDV988QW8vLws7ksul2PatGkYPny4YRqgIAhYt26drcMudzZt2oTp06c7OwwiIiIiIiIipzh48KBke4cOHeDm5pqpE6WbdFLK3Z1JqTLTaDTYv3+/IXnk6+uLmTNnljoyqjTvvPMOqlSpYti+d++eoRh6ZaPX67F06VJMmTIFWq3W2eEQEREREREROZxOp8OBAwck93Xs2NHB0ZjPwy1bup1JqbI7e/YscnJyADwYJdWnTx+EhISUuV93d3cMHDhQNI0vJiamzP2WNykpKXj55Zcxf/58k/W4iIiIiIiIiCq606dPIzNTetRR586dHRyNefR6PbwU0kkpb89QB0djPYWzAzClcPRS4VQ7Wz4RWrduDQCGUVfJyck269vV6fV6bNiwAfPmzatUj5uIiIiIiIhIyj///CPZ7uHhgYcfftjB0ZgnOz8LCjed5D5fr7IP6HEUlx0plZaWJtouOuWurEJDxVnDwhFZFd2ePXvw5JNPYtq0aaKElJubG9566y0nRkZERERERETkHKaSUh07doSnp6eDozFPuirJ5D5/7zAHRlI2LpuUKixwbg+5ubmibQ8PD7tdy1VkZWXhlVdewbVr10TtVapUwbJlyzB27FgnRUZERERERETkHIX1rKV07drVwdGYL1OVaHJfkG+4AyMpG5dNShWvH3X//n2b9X3nzh0AMNRSCgoKslnf5YVcLsewYcOwZcsWPPLII84Oh4iIiIiIiMjhTh45ApVKJbnPlZNS2XmpJvcF+ZafkVIuW1MqIiICwH91nw4dOoRevXrZpO9///1XtG3LqYGuTiaToVevXnjjjTdQp04dZ4dDRERERERE5DTx3yzFvrr1cCw3F8dyc3E0Nwd3NBp4e3ujXbt2zg7PpJy8FEjN+crTekOpcHd4PNZy2aRUq1at4OHhAbVaDUEQsGnTJrz55psIDAwsU7/Xr1/H7t27IZPJIAgCPDw80LJlS5vE7MrkcjleeuklDB06FLVq1XJ2OERERERERERO53bxIkIVCjzh748n/P0BAAkaDY6GhcLd3XWTO/nqVMmkVL7Oz+GxlIXLTt/z9PREu3btDKvv5eXlYcaMGWXqMzc3F1OmTIFOpzP0+9BDD7n0E81WfHx8MHXqVCakiIiIiIiIiAAU5OSgVrGa0wBQRalEPRefWVSgTpNsV+v9HRxJ2bhsUgoAXnrpJcPXgiBg586dmDFjhlVF0JOTk/Hyyy/j0qVLhimBADB8+HCbxEpERERERERE5ceZNWvg5SadFqn1RF8HR2MZjSZdsl0rMCllMx07dkTnzp0No5oEQcCaNWswcOBA7N69GxqNptQ+MjIy8O233+LJJ5/E6dOnDf3IZDI0b97cpQuXEREREREREZF9xG7bJtmeo9ejxaCBDo7GMnqddFJKLwt0bCBl5LI1pQp9+umneOaZZ5CUlGRIKF25cgUTJkyAj48P6tevj3v37onOWbZsGeLj43Hp0iXExMRAr9cbVtorHCXl6+uLzz77zOGPh4iIiIiIiIicT3H5smT7XR8ftPH2dnA0FhKkk1JgUsq2IiIisGzZMrzwwgvIzs42JJUEQYBKpcKZM2dExwuCgPnz5xu+LlT0PIVCga+++gp169Z1zIMgIiIiIiIiIpeRn52NWnn5gMT0PaFJEydEZBk3IUO6XR7k2EDKyKWn7xVq2LAh1q9fj+bNm4tGPBVNNBWtEyUIgqGt+HHVqlXDr7/+ik6dOjn+gRARERERERGR051avRqeJupJ1e7fz8HRWE4hy5JsVypDHBxJ2ZSLpBQAVK9eHb/88gvef/991KxZ05B4KpqQKpqEKpqIEgQBfn5+GDt2LDZs2IDmzZs786EQERERERERkRPF7/hbsl2l16P5U085OBrLubtlSrZ7uAc7OJKycfnpe0UpFAoMHz4cw4YNw4EDB3D06FGcPHkS169fh0qlEk3X8/DwQLVq1fDQQw+hTZs26NmzJ7xdfU4oEREREREREdmd+5Urku13/XzR1tPTwdFYzksuPVLK2zPMwZGUTblKShWSyWR45JFH8Mgjjxja9Ho9MjMzodFo4O/vD89y8CQiIiIiIiIiIsfKSU9HbbUaKFIGqJCsWTMnRGSZPHUuPBX5kvt8PEMdHE3ZlMuklBQ3NzcEBZWvgl5ERERERERE5FinV69GiERCCgDqPOn6U/cyc3Lxb2wv+Cqz4aPMhq/7//+vzEaYb4Szw7OISyelTp8+jVatWjk7DCIiIiIiIiKqIO7//TekyoFn6fVo82R/h8djqcwCD/wYM1Fy39E2rj/SqyiXLnQ+dOhQ9OnTB8uXL0dSUpKzwyEiIiIiIiKics7z6jXJ9lh/f8gVLj12BwCQkas2uS/Qx92BkZSdSyelAOD27duYN28eunbtijFjxmD79u3QaDTODouIiIiIiIiIypnkmzdRR6uV3Cdv2cLB0VgnPVc6J+LtLoeHQu7gaMrG9VOAAARBgE6nw4EDB3DgwAH4+/ujf//+GDBgAJo2bers8IiIiIiIiIioHDj5/feoZaKeVKOhzzs4GuuYGikV5F2+RkkB5WCklCAIkMlkkP3/k0YQBGRmZuKXX37BkCFD0L9/f/z4449IS0tzcqRERERERERE5Mqy9u6VbE8Q9GjQ9TGHxmKtjDzpkVIBXkoHR1J2Lp2U+u6779C/f394enpCEARRgqpw+9q1a5gzZw4effRRvPbaa9i1axd0Op2zQyciIiIiIiIiF6LTalE9KVlyX1KNGnBzc+kUiUG6qZFSPuUvKeXS0/c6d+6Mzp07Izc3F3///Tc2btyII0eOQK/XG0ZOAQ9GT2m1WuzZswd79uxBUFAQnnrqKQwYMAANGzZ04iMgIiIiIiIiIldwdsMGBJtIPIX27OngaKyXaaKmVKAXp+/Zhbe3NwYMGIAffvgB//77L95++23Ur1/faPQU8CBBlZaWhh9//BEDBgzAoEGD8MsvvyAzM9PJj4KIiIiIiIiInOXmmjWS7WpBQNtRoxwcjfVMjZQK9C5/I6XKRVKqqPDwcLz88svYuHEjNmzYgJdeegmhoaEmp/ddvHgRn3zyCR555BG8+eab2Lt3LwRBcPbDICIiIiIiIiIH8oi5KNl+09MT/mFhDo7GehkmRkqVx0LnLj19rzTR0dGIjo7GlClTcPjwYWzYsAG7du1CXl4eAIhGT6nVamzfvh3bt29HWFgYBgwYgAEDBqBOnTrOfAhEREREREREZGept+8gSqMBJFbeE1q2dHxAZVDTcxOU1fOgUvtBpfFDjubB/4Fe0qsKurJynZQq5Obmhk6dOqFTp07Iy8vDjh07sGnTJhw5csRQ9Lxw9BQAJCUlYfny5Vi+fDlatGiB1atXOzN8l3HlyhVnh0BERERERERkc3sO7MfK+/fxiK8POnn7IFjxXzok+vmhTozMco9UWYaAWqlG7dnucwFMdnxAZVAhklJFeXl5GUZBpaSkYOvWrdi6dSvOnj0LQDx6CoChnYiIiIiIiIgqpq27d2NzdhY2Z2fBDUBjT0884uOD1kFBGNWjh7PDM5sgCPBSZEvu8/YIdXA0ZVfuakpZIjQ0FCNGjMDq1auxbt06NG3a1JCMkkkM2SMiIiIiIiKiikWv12P79u3/bQO4kJ+Pb1JTcaJ7d7iZWJHPFeXkq+Auly507utdfupiFapwI6WKio2Nxa5du7Br1y6cOXMGer2eySgiIiIiIiKiSuTcuXNISEiQ3Ne7d28HR1M2qdnSjwMA/JmUcr7ExERs3rwZmzZtMtRIkhodJQgCFAoFunTp4pQ4iYiIiIiIiMj+tm3bJtmuVCrRvXt3B0dTNhk5SSb3BftGODAS26gQSSmVSoXt27dj06ZNOH78OARBMCSiAOM6UvXr18egQYPw1FNPITg42CkxExEREREREZH9mUpKde7cGX5+fg6OpmyyS0pK+TEp5TAajQZ79+7Fxo0bsXfvXqjVD+ZUFh8VVZig8vf3R9++fTFo0CA0a9bMaXETERERERERkWNkZGTg0KFDkvv69Onj4GjKTpWfAk+J9jytN5QKd4fHU1blLil14sQJbNy4ETt27EBWVhYAcSKqaDLKzc0NHTt2xODBg/H444/D3b383SAiIiIiIiIiss6uXbug0+kk95XHpFReQbKJpFSAw2OxhXKRlLp+/To2btyIzZs34/79+wBQ4vS8WrVqYeDAgRgwYACqVKni+ICJiIiIiIiIyOmKrrpXVPXq1dGkSRMHR1N2anUaILF+m1rwd3wwNuDSSakffvgBGzduNCpYDhhPz/P29kavXr0wePBgtGnTxinxEhEREREREZFr0Gm1OGeinlSfPn1Ei6GVF1ptKqCUaBcCHR6LLbh0Uurzzz+HTCYzuXoeALRp0waDBg1C79694e3t7ZQ4iYiIiIiIiMi1nF67Fj/5+eNWlAf+VamwR6XCmbw86FA+p+4BgE6bLpmUEmSBDo/FFlw6KVWo+PS8qlWr4qmnnsKgQYMQGRnpzNCIiIiIiIiIyAXd+v13NAUQ5e6BqGAPvBQcggydDntyc/D44487OzyryIR06Xa3IAdHYhvlIiklCAI8PDzw+OOPY9CgQejYsWO5HGZHRERERERERI7hd/mKUVugXI5G4RHw9y+fNZjkyJBuVwQ7NhAbcfmkVNOmTTFo0CD069cPfn5+zg6HiIiIiIiIiFzczaNHUatIXeqi5A+3d3A0tqOUZUq2uytDHByJbbh0UmrTpk2oX7++s8MgIiIiIiIionLk7HffI9rEvpZjxjg0FlvylEsnpTw9Qh0ciW24OTuAkjAhRUREREREREQWO3ZMsvmWTIZarVs7OBjb0Ov18FJkS+7z9mRSioiIiIiIiIjIqdLj41E3P19yX07jxg6OxnayctOhcNNJ7vP1CnNwNLbBpBQRERERERERVRjHvv0WShOLo9V7fqiDo7GdNFWSyX2BPuEOjMR2mJQiIiIiIiIiogojc9duyfZkvR4tBg50cDS2k1lCUirIL8KBkdiOUwqdjxgxQrQtk8nw008/lXqcPZi6NhERERERERGVL5r8fNRKSQHcjMfg3K9RA24S7eVFVq50UkovyBDkUz5rSjklKXXs2DHI/n8onSAIhq9LOs4eSro2EREREREREZUvx1etQpCJxFNEv74Ojsa2cgpS4C3Rnqf1hVzulPROmZXfFCERERERERERURFx69ZLtufq9Wg3erSDo7Gt/IIU6XZdgIMjsR2npdIEQbDpcURERERERERUeen1eoTcvAlIzIi6GRCAhwLKb/IGADILInAjuRN8lNnwVWbDR6mCrzILar2/s0OzmlOSUgPNLCxm7nFEREREREREVLld2bUb1UyU6PF65BEHR2N7d3M7YcWZ6kbt3RoGobyuKeiUpNSsWbNsehwRERERERERVW4XV/6ExhLtekFA2/HjHR6PrWXmaiTbA72lKk2VD6wpRURERERERETlnvLMWcn2G0olIhrUd3A0tpeeq5ZsD/BWOjgS26m0SSm1Wo0LFy5g7dq1SEmRLhZGRERERERERK4v/sIF1NVIjyTStGjh4GjsIyNP+vEFebs7OBLbcek1A7t37274ukuXLpgxY4ZN+j18+DBefvll6PV6AMCSJUvQtWtXm/RNRERERERERI51fNEiNDRRT6rxyJEOjsY+MkxO3yu/I6VcOikVHx8P2f8/qVJTU23Wr7+/P3Q6HQBAJpPh3r17NuubiIiIiIiIiBzs0GHJ5jgAPXr2cGwsdpJhYvpeYDkeKVUpp+8VTUgBgEqlcmY4RERERERERGSlxKvXUK+gQHJfxv+xd9/hUZVpG8Dvc6bPZNJ7I5TQexcpKkVEKYK97eqqq667rlvV3bWvBXetn+uuvQs2FJQmiBQRpJeEThLSe5tMn3O+P0ICIWfIBCYzk+T+XddcybzvmXOeCcmQefK8zzugf4Cj6RiSJKPWy/K9SEPnrZTqlkmptWvXAgBkWQYAiGK3/DIQERERERERdXpbX3kZKi9L9/r98tYAR9Mx6uwuSLLyHHtKtZPdbsfbb7/d3NPJF8eOHcP//d//nfd1jx49ivXr10MQhOakVFxc3Hmdl4iIiIiIiIiCo/ynn6C0t16RLOPi2VcEPJ6O4K2fFMCeUu2m1+tRUlKCzz77rM1jmxJHx44dw6uvvuqX68uy3Lx0DwBGjhzpl/MSERERERERUeBUVVXhrj17kCaKmBFmxgyzGQP0egBAZb++XWZlVGVdHialrIbFFQ6L04wGlxkWV+NHJqXOwR//+EesWbMG1dXVzYmns/HlGF8IgtCckBIEARdddBHS09P9cm4iIiIiIiIiCpylS5fC7XYjB8D/qirxv6pKpGs0mG424+5nng52eH5TV78Hvxrycqtxt6SCSavcAL0zCFrKMCIiAn/+85+bq5aUbqfzdkx7b7IsN9/69OmDp5/uOt+kRERERERERN3J559/3mrshMuFNWYzRs6dG4SIOobVXq44bnObO3U1WNAqpQDgyiuvxKpVq3D48GHF+aKioubklF6vR1RU1DldRxAEqFQqaLVahIeHIykpCaNGjcLVV18NjabzlrkRERERERERdVe1tbVYvXq14txVV13VqtilM7M7KmFSGHdI4QGPxZ+CmpQCgP/+979e5/r3P7V14+TJk/HSSy8FIiQiIiIiIiIiCnHLli2Dy6XcAPyqq64KcDQdy+mqBFQK41JkwGPxp6AnpYiIiIiIiEKNzWlFcdUJVNSeQI2lAJX2eBRaMlFaZ0dZvQNl9Q5UNTjgOWND8R7mbPxiwKNtnl+WRTR4UiCphyE6ciwyUyahd9KQTr0MhyjQlJbuAUBqairGjh0b4Gg6lsddpZiUkhAR+GD8KOSTUv5qcE5ERERERCRJEirqSnCi/AAqao/BYi2Aw1EMyV0CQS6DViiHSV0Bk6a++TFaAPtyZ+Pjg79u8/zRGhvCtdU+xRKBSgB7AesHKDwCHM4OQ41rIATtCMRFj8OA9MlIje19js+UqGurr6/HypUrFecWLFjQ5RK8sqT8uiKL59bmKFSEdFJq7dq1zZ8bDIYgRkJERERERJ1Fg82CvPKDKKk6iOq6o7DZcyC786ATChCuKYJebQMA6E/eoDl5O4tInW+JpvNh0lhg0vwM4Geg7n84uh/Y6YxGrXsItPqRSIobjyE9ZyIqrHP3kCHyh+XLl8PhcCjOLViwIMDRdDxBVn4NElXRAY7Ev0I6KZWSkuJ1rqGhASaTUpuvU5xOJz788EOMGjUKQ4awFJaIiIiIqCuQJBnFdXbkV1lxosqKgpMfo/EuhkV/iAhtFYDGrcZjgMZSJ+35XTNCV3WeUZ+bcG0VwrXrAayHVAlc8vm7SI/vgzsn9cJlgxMhil2nkTNRe3hbupeYmIgJEyYEOJqOpxGUX4PU6pgAR+JfIZ2UOlN1dTU++ugjrFixAlqtFkuWLDnr8QUFBVi4cCEEQUBcXByuueYa/OIXv4DZbA5QxEREREREdK4kScKJiqPIKbfjcIUJh0rrcaTUgiNl9bC7pFbHT+9hw+TEjkkeBaJSqi019ihUO2JQnV+D33y8E/0Tzfj9tL64dFBCl9pljKgt9RWVGL1lC6rCwrCpoQHO09r+zJ8/HyqVQvOlTk4vKr8GGXSJAY7EvzpNUmrRokV49tlnYbfbIcuyT8v58vPzATT2pSorK8Orr76KRYsW4bHHHsPUqVM7OmQiIiIiIvKBJEkoqsrF8eIdKK3aC7stC2rpMCK1OTCorfj2+FX4/PAv2zxPubXj3pxF6qoAyACCl/w5Xtu3xfUPltTjrg93YFByOO6f1hdTB8QzOUXdwqZ//wtzTGGYYwpDg+TBD5YGrK6vx8YGS5fbdQ9ofI00aWoU50zGhMAG42edIin1yCOP4NNPP23R9Nxut6O4uBhJSUleH9eUlGp6YZZlGRUVFfjtb3+Lhx9+GNddd13HBk5ERERERC2UVhfgSNF2lFXtQYM1CyrPIURojsOksQAA4oCTjZ5OSQ3L8+nc5baOeXPm9GjR4I7GuAwjosMikBCuR5xZhzizDnpNy4oMQUqD1d12zye7oxwNlh3Qy3sRo8+DKLS9wVNObabieFZRHW5/fzuGpkbg/ml9cVG/OCanqEtzfLu8+XOTqMLl4eG4PDwcxR4PJk6cGMTIOka1pQJq0a04F2ny3vaoMwj5pNRrr72GxYsXA2iZXAKA3NzcsyalJEmC0WiE1Wpt8XhJkvDYY48hISEBF198cUeGT0RERETULTUtvTucvxEV1dsgOXcjQn0QZm0tACAaQLTOt3Mlh53w6biKdialnB4t6l3xsEux8CABojoBWm0STIZkhJtSEROejoSoHogyxUAURcz3LVoAQ9sVR521BvtzN6KwfDPs1h0wCfsRrS9udVxOnXJSqsneglrc+u42jMsQcc+EekwafBX76lKXc3TTJvRzOhXnynv0gEbTxq4FnVB5XYHXuejw5ABG4n8hnZQ6duwYXn311RZZflmWMXLkSFxzzTUYMmTIWR9/yy234Oabb8a2bdvw8ccfY+XKlRAEAYIgQJZlPPTQQ1ixYgUiIyM7+JkQEREREXVdsiyjsKoQB/K+Q3lVUwIqG2ZtLbQAktU4r3ce8cZS6FQ2ODxnb+Hh8BhQ64hEhK4GACDJAmqdcbB6UuAR0qHVZcBs6oW4yL5Iie2HpKgeIZG0CTdGYsLA2QBmN4+V1RQhO28DSip/gtu+E+HqLK+VUmdK0bwHuWoxFq0cirT0R3DhwHkh8TyJ/GHnc/+Ct0xA/3t/E9BYAqWqrsjrXFw4K6U6zNtvvw23292cRNLpdHjyyScxe/bsth98kiAIGDt2LMaOHYv169fj/vvvh83WuAVsTU0NPvzwQ9x7770d9RSIiIiIiLqc0jo79hbUYl9BDfYV1mJfYS0yTOtw74inzzsB5U2yKR85dX1bjUcYNEiPNiIt2oC0aCNcYc9AMEchKaY/0uIyYdC23Ys2FMVHJiM+8joAjS1HJElC36EWvLL2KL7d17qKqkmYphbTeywFACQb98JTsQCfrByOnhmPYcLAOYEInajDuOx2JB04ACgkWXNEAbPmzQt8UAFQby2GUmGp3W1AmKFzb+QWskkpl8uF5cuXNyekBEHAv//9b0ybNu2czzllyhQ8++yz+O1vf9t83kWLFjEpRURERETkRXFNGbKL5cbkU0Et9hbWorze0eo42e1bFc+56hdbgfTEC9E3IQx9E8zom2BGRqwJEYYzl+oM6NA4gkUURfRPDMerN47EvcV1eGnNEazMKml13GU9l8CgtrUYSzHuhrNsLj7IuwJXXvRxp38TS93XhpdeQrKXqj/XlCkBjiZwrPYSxaRUgzsq4LH4W8gmpQ4cOACbzda83G7y5MnnlZBqMn36dIwbNw5bt24FAFRWVuLIkSPIzOzY/0SJiIiIiEJdcdUJHMzfhNKKrXA5diNclQ2XJOBP699p87GV9jjUO8Nh1tadVwx1zmjUu3tBVvdHWNhgJMcMR2bKKFx0Uex5nbcrGZAUjv/ePAr7C2vx4pojWHOgFABg1tZgWvoyr49LM3yDb38YidHDv0LvpEGBCpfIb6o/+xxKHZTskoRJDz0U8HgCxe4oA1Stx51SdOCD8bOQTUodPXoUAJqrpGbNmuW3c8+aNas5KQUA2dnZTEoRERERUbdSUp2PAyc2obRyK1z23QhXZSFCVwEBQKIKgPHUsWZNLepdEW2cUUBubR8Midvp0/UtrnDUunpBVvWDyTQICdHDkZkyGnER3jcyopYGp0TgzV+Mxt6CGrzw3WHE423o1K2r2E6XYDiKg/vHI7/sDVw0jLuRU+dRuH8/+tXXAwo7Sx6Ji8OItLQgRBUYbpdyUsqNmMAH42chm5Sqra1tcb9nz55+O3dTAqqpgXp1dbXfzk1EREREFGpKqwtw4MQmlJxMQJlVWYjUlTcmoES0SEApyYg4in0Vo9q8Tk5dpmJSqtKeDKs8GDrDCCTGjEGflFFIjExn820/GZoaiXduHYtth+/GoaNFSDVuOevxJo0FUtUNWLxuG66avBAqlcK7XaIQs+WppzFQISEFAGm3/jKwwQSaVK48Lnb+CtKQTUo5vWzx6A86XcvVmC6Xq8OuRUREREQUSGU1Rcg+sRGllVvhtO2CWZWNSF0ZAN8SUEoywo/4lJTKre2DKnsSGqTB0BlHICl2HAamT0RMeHz7L0rtNqbvNIzpOw1bD67A0eMPI8W43euxoiAjAc/j41U7MXvy54gM6/wVF9R1SZKEyB07FKukCmUZl9x2WxCiChwVKhXH1ZrO/9oaskkps7ll872SkhIMHTrUL+euqKgAcGppYFRU528ORkRERETdT3WDs3n3O13DXxGj2YSokwmoBAHnlIBSkhFxVHE8JdKAoakRGJIagSEpERiUNA3RYU/656J0zsb1vwzj+l+GTVlfoaLgTkTqvFRZAEgz/oA1m0Zg0KAvMSBtdACjJPLdlrfeQrKXKqna0aO7fNWlVlRe3aVlUqrjZGRkADi1xG7Tpk2YMWOGX879888/t7gfFxfnl/MSEREREXWUersL+wvrsLegBnsLa7G3oAb5Vad2Wfv9yHz0iS/rkGtnhB9FcoQeQ1IjMDQ1EoNTGpNQ0SZth1yP/GPioHkoTR6NNT/NQ4pxh9fjYvX5yDs0Gfllr2DGqF8FMEIi3xS8+y6USkncsowLunCD8yZGlXJSymhICHAk/heySamBAwdCpVJBkiTIsozly5fjvvvuQ0zM+ZWVWq1WfP311xAEAbIsQxRFDB8+3D9BExERERH5QYO9Hll5PyK/9CfsKx+IjbkJOF7RAFn2/pjcuj4YHr/NL9evccSh3jMQGv1wJMSMw4XDJmLBZV23iXBXlhCVimtmbMan6+5Cisb7Lop6tQ2ovx0fr/kZ11z8KtSqkH2rSN1MVX4+MssrAIVqqENmM64aNDAIUQWOzWmFUWNRnDMbO//GECH7ShMZGYlRo0bh559/hiAIaGhowCOPPIJXXnmluXrqXDzzzDOoqKiAIAgQBAFDhgxBRERbO4kQEREREXUMu9OOg/lbkVOyCZb6HdDJexGjy4FKlBADoKrqRhwrv77N8+TW9jmn69c6YlHnGQiNfgQSYsaif9pEJEWnn9O5KDRp1FrcOP1trNw2Fqi9H3q13euxyerXsXjVbsy48CvuhEghYcOTT6Kfl+V50ddcHeBoAq/SUo9NhVNh1tYgQlsDs7YW4boaaEQ3os0pwQ7vvIVsUgoArr/++ualdrIsY+3atfjTn/6Exx9/HCaTqV3ncrlcePbZZ/Hpp582V0kJgoDrruM2qEREREQUGG6PGwcLduB40SbU1W2D2rMXMfoj0IhuRAGI0rd+TM+IIz6dO7eu7aRUrSMG9Z6BUOtGID5mDPqnT0RydEb7ngR1WjPH3IX9eSNw6MACxOgLvR6XYvwZm34aiZ6ZizG89+QARkjUkqOhARE//AAIrZNSFZKESb/7XeCDCrAamx5v7rv/jFEZBrUVmx4YFJSY/Cmkk1IzZ87Ef//7Xxw+fLg5kbR8+XLs2rULv/zlLzF79uw2m5TX19djxYoVeOedd5Cbm9s8LggCMjMzMW/evI59EkRERETULUmShKPF+3C0cCOqarZBdO9GjO4QdCoHwgGE69o8BQCgZ/gRADKAs68WqHHEoNoejSh9FQCgzhmNOvdAqJoSUGkTkRLT87yeE3V+g3uMQ1L0LqzYOB+pxk1ej4vSl6AsdwY22Rdh4qB5gQuQ6DQr/vhH9FNISAFAycCB0OgVMvldTLnFoTAqwOExIcpoCHg8/hbSSSlBEPD000/juuuug8vlak5MFRUV4emnn8YzzzyD9PR09OvXD1FRUQgLCwMANDQ0oLq6GkeOHEFeXh48Hg/kkwvwm85hMpmwcOHCYD49IiIiIuoi3B43jhTtxvGin1BTuwNw70eU5hCMGguMAIxaAOfYEzxSX40oXSWqHbFej4kN02FoagRq1Q8iPCIB/dIuRGpsr3O7IHV5MeY4XH/pD/j0h/uRpHrF63FalQMNJddhq3YDxmWODWCERIClshIx369T7CXlkmWMeuCBIEQVeJUWp+J4tEkHUTz31kahIqSTUkBjw/Pnn38ev//97+HxeJr7ScmyDFmWkZubi7y8PMXHyqd1gjz9cRqNBi+88AL69+/f8U+AiIiIiLoUp1vC4dJ6ZBfVYX9RLfYX1kK2b8B9Ix+CCYDpPBJQ3vSMOILqssakVKRRgyEpERiWGokhqY0fE8J1J3/fHQMA8Hg8sFsscFqtcNlscNntcNnscNptcNvtcNvscDvscDsccDsc8DgccNsbP3qcDkhOJzxOFwSVCENMDMKSkhCelIToAQMQGR0NlUrl3ydIAadSqXD91JexdvcYOCruhlHdoHjc+vxLsXRDFT74VTVGpJ99lQqRP62+/w8Y4KWX1MHkZFwzflyAIwqOSsVKKSA2rGvsfhrySSkAmDZtGt5//3388Y9/RHFxcXOT8iayl21IzmyILssyevTogRdeeAEDB3btDv1EREREdP4a7DYcKrMjq7AW+wvrkFVci0Ml9XB5Wv7+adJkdMj1HS4damvTME6sRWpMOTT1xbCVFqB8Xxm+KS/H22VlqK6uhtPphMvlwhiVGi/Gx0PdxsZAIhrzZu15S+MGkHb4EGyyjIiICERHRyMqKqrVx6ioKPQrKoYhKgqmhHiEJSYiIjUVUampMMfHQ/TyJpOCY+rwm3GkcBh27Z2HeENOi7lvjy/AZ4d/CcCDW97+GR/fPh5DUrlJFHW8mqIiJG3Zolgl5ZAljH/+30GIKjgqG5QrpWLDfFwDHuI6RVIKAEaOHIlVq1bhgw8+wMcff4zCwlON+bztxnd6sio5ORk33HADbrjhBhiNxg6Pl4iIiIg6l8r6chw8sRlFFdtgt+6GHlnQq6rw2+8/Qlv9nBpc4aiwxSHWUH7O15ddIqQCEzR5WhhztNDl6aEq1SJdFpBd8xleKf2/Ns9hNxrbTEidK5csw3by9+va2lrU1tYiJyen1XEigP39Wq5IsJ28uWQZVZBRZTTBnZQIQ99+SBw9Gn0uvghRKZ1/F6nOKjNlKBKiduLrH65GmnENAODro9dhydEb0fS9X2934+a3t+Lj28djYHJ4EKOl7uC7+36PwV4S2Id79sI1I0YEOKLgqahXrpSKYaVU4Gm1WvzqV7/Cr371K+zatQtbtmzBvn37kJeXh4qKClitVgBAeHg4wsPDkZKSguHDh2PUqFEYN24c/ypDRERERACAkup8HMzfjNLKbXDad8MoHECMvggAEAcAp/WOjTOUotyW2OY5yypTEZvqY1LKA6gLdNDkGaDO00OTq4e6WAdBUk4oRal8+7XdrbyAwC9qPR6fjjOf5XdujSAgAQISbDbgeE7jbeVKlDz5JPZJEioNBrgSEqDP7IO4kaPQ+6IpiO/d219Pgc4i3BiJ6y9dgU9Wz8PP+dFYdvzaVsfUWF246a2tWHzneGQmmIMQJXUHVVVVeGLtWtyq12NmeMsEqFWSMPmlF4MTWJBUeKmUijGxUiqoRowYgRHdKDtKRERERO1nd9pxvGQfCsr3orJmNzyOPTCrDiBCVwEASBDQIgGlpHfYYZ+SUvo8DZCqMCEBqmItNHkGaPL00OTpoS7QQXD7/gfTGB97OLnRcVmpOh+TUuHn2G8qThQR53AAJ0403tZ+j8rnnsMRSUKFTgd7fBx0vXsj/PLLMWDsWCQmJnpdMUHnRq1S47rpX2PLp3sAFCseU9XgxA1vNiamesWFBTZA6hYWLlyIfdVV+AOAN6oq8dvYOFx0clOz4wMHYlS/fsENMMC89pQys1KKiIiIiCgklNcW43jxbpRU7UNDw0FIrqMwiDmI1BZBJUrQAkhSATiHLg6XudZgCya3eVxhbQ/08vwMdbEO6nwdNCf0UOc33kTH+VXsR/malPLSa9UfaiXfklIRfm6CHi2KiHa5gMIioLAIU995B8VuNyIjIzFixAiMGzcO48ePx7hx45CY2HbykM5Oo1bhxWuHw+2RsCqrVPGY8noHbnhjKxb/ejx6xJgCHCF1ZSUlJXj55Zeb7x9wOHBPYQGG6w24OyEBV73y8lke3TV5230vlpVSRERERESB4/ZIKKi24Vi5pfFW1oBj5RYcr2jA7QP/hIExexEBIEIDQOO/68bEFgM1rcdltxPOslw4S4/BWXoUG2uPYsGKvhBc/m8ZEaP27dd213kkpdyyDLcsw4PGpuYeNPaHMgsCVIKAOo/k03nCO7BlhlWSUOx2AwBqamqwbt06rFu3rnm+R48eGD9+PMaPH48LUlMxdMYMGMLZ/6i9NCoRr1w/End9uAPfHyxTPKakzo4b3tiKRXeOQlo0m5+Tfzz11FOw2Wytxnfbbai48w5Ep6UFIargkSQJw6I/Q7oxAnXOSNQ5IlHnjECDy8yeUkREREREHaHaUoljxXtQUrkPOXV9kFWaiGPlFuRWNrTa9a6JrSoCiOmYeIyJlZCyGuAsy4Gz9DicpUfhLDkGV1UBcFr1UI5WC6Fnrw6JQSUIyOzdGzFxcYiPj0fcaR9jY2NhMBig0Wig9XhQXlgElU4LtU4HtV7f+FGnh1qvg9pggEavh/bkR43B0Pi5wQCVl8SXx+1GXWkpLq2owA6PB9XV1aiurkZVVVWLj02fp1ZUoNRuh0kGwvycoDrmUF7G0iQvLw95eXn4bPFi/JzZF0f+9necUKtgTUmFedRI9L3iCvS84AL2mvWBVi3iPzeOxB3vb8fGIxWKxyRo12LL1lshj16D9LjMAEdIXc2+ffvwv//9T3EuPj4ev/vd7wIcUfBVWypwff/WXxNJFhGu+R5AQuCD8rNOm5Ryu93Yv38/du7ciYKCguYdQFwuF957770Wx7799tuYMWMGUlOVFvkTERERUaB5PB6cqDiCvNI9qKjJhs12EKLnGMzqHIRrqwAAYQCOHrkJK/Ova/N8YokO8NN7YsGiguaEDup8PTQn9KjK1SJ/c+umz2dqquDxRYMkoV4Q0KBWw6HXwW0yQYiIgDo6BrqEeJiSkhGRnobonj0R17s3jBEROHw+T+o8qNRqRKWkIColBT3b+ViX3Y7qggLUFBairqgItbl5qMnKgic3F8aqKiS63TC1I0F0zKm8jOVMfXQ6GE+et7dHau5T5VzyFbZIEorNYZAzM5EwaTKGXDkPkcnJ7Xxm3YNeo8LrN4/Gbe9uw0/HK1vMjU3cgF8P/RdUooRtOy6BaswGpMS09zuEqJHdbscNN9wAp5ef8QcffBBhYd2vh1l5XYHiuChIiDF3/oQU0AmTUjk5OXjnnXewbNky2O32FnOyLLdqdlhTU4OFCxfiueeew9SpU/H73/8effr0CWTIRERERN2SJEmorC9FYcVhFFVlo7YuGy7HEeiE44jSnoBW1Vj1EgsAXlpjTHH+hK/RdlIq35aBc9kCR6xRQ33iVP8nzQk9xGo1BJz6nTJeliECaGvxWoMkocDjgUujhtVoghQdDVVCAvTx8TClJCM8NRXRvXohrndvmKKiziHazkej1yO+Tx/Ee/n9W5Ik5O/ahdyNG1G5Zw/cOTnQV1QiwelUXAZ43Hn2SqkmQ/V6r3NRooioBiuwew+wew8KX34Z2wQB1bEx0A4ciNSLL8bgK66A3szd5QDAoFXhzV+Mxi/e/hnb86oBABOSv8ftQ16EKDT+VMToC7D550swefxGJESxEIDa74EHHsD+/fsV51JTU3HXXXcFOKLQUF1f5HUuPrxr/Kx1mqSU2+3Gs88+i48++giyLEP2cb18YWEhgMaE1dq1a7F+/Xr89a9/xU033dSR4RIRERF1eW6PhLJ6B/LLD6GiaiMs1lw4nScgeAqhEwoRrimFTt2YRDACMJ5Do/GwqCpAuddyC0edbfzR0QOoKjVQF+gbq6BOJqFU9W3/OqwWBMSp1ajTaJCeno709HSkpaU1f950Py0tDQZDG1v5UQuiKKLHqFHoMWpUi3FJklBy4CCOb1iPil274Dh2DLrychTqvCebTjdM7/u/gygISAWQWlEJbNgIbNiIw48+hnyVCpakRJiGDkPPGTPQb+olUGu7Rg+X9jLp1Hjn1jG4+a2fYZY+xa2DX4EotHw/FmfIxQ9bLsHlF+1AmIEJPfLdypUr8dJLL3mdf/LJJ6E/S6K5K6trKFb8m43NbYDJ0DUqxzpFUqqqqgp33nknsrKympNRStu/KiWqmpJSgiBAlmW4XC7885//RHl5Oe6///6ODZyIiIioE7M6XCiqdaCoxobCGhsKq20oqrEhv9qK/EoLyiwuSDIwP3Yx5oz+ACYBXiuezpU2tt6n447KvQCnAMEjQFWihbpEC3WJDqrSxs9V5VoInta/PzaRZBmVsoxarQb2sDDIMbHQJichrGdPxPbvj/0TJiAmIUHxd1DyP1EUkTxoIJIHDWwxPg9ARUUFsrOzsXPnTmzZsgVbtmxBXl5ei+OGnWdyUCMI6CVJzTv+YcUK7JYkFOp0qOrbF6Zrr8HYsWPRo0ePbvM9YdZr8O6tI7Hyh9tbJaSaJBiOYMn6W3DzzCUBjo46q9LDR7D/7nsQqVKhxtN6h8958+bhlltuCUJkocFqL1H8b9Xq7jrVtiGflLLb7bjrrruaS/maXvSbElBarRaiKMLhpelhcXFx8+enP/b1119Hz549MW/evA6MnoiIiCg0NS6tK0NhxWGU1x5DrSUHdvsJSK4T0HtOIExbhtySvlh48LG2z1XTgX/BDnMjXFWNOk/LX8DdtaVwVRbAVVUAV2UBSioLoP2+FyJtLZfeNbFIEipVAhoMRrijIqFOSISxRzoi+2QicchgpAwejEHGdpZxUVDExsZi8uTJmDx5cvNYSUkJtm7dii1btmDnli1ILPS+5OVcmUQRfV0ufPrjj3j0yy+aYxk5ciQGDRrUfBs4cCDCu+iOf5FGA6Ze+D3WbZ6EeMMxxWPS9F/h260v4/Jx3a8pNbWPJEnYdP31uFynw5iMDDxYXIyfrNbm+aSkJLzxxhvdJvGrxO4oA1Stx51SdOCD6SAhn5R6/PHHsXfv3hYJpcTERNxwww24+OKL0adPH9x3331YvXq14uNvuukmJCQk4JVXXsGxY8cgCEJz1dQzzzyDKVOmIKqbrOknIiKi7sPtcaOwMgfFVUdQVXcc9Q25cNpzINpzYVQVIcxQBY2msaGsBif7OmlP3k7KFJTfdJ7phCvd3+E3cghQl2oRm7MSJ05IjUmoygK4q4sgu1v+QTI2NhbZrgREhpsgxcRAk5IMc69eiB80GKkjR2BAN9tGvLtJTEzE3LlzMXfuXACA2+lE9qpVyF29GvY9exFZVoYUWYbohze3++yntquvqKjA6tWrW70XSUtLwy/Se2CI2QxDv35IGjsGmZdcgojExPO+frDFRSRh8vh12LhlMuIMuYrHqOr/igP5F2JA2ijFeX+w2+04duwYjh07BrvdDr1eD71eD4PB0OJznShCD8AQEYGwmA7aopPOybJ778XAhgYAQLxag7fS0vFOVSVerKiAS5bx3nvvITY2NshRBpfHXaqYlHJ31HazQRDSSamDBw/iq6++ak4iCYKAK664Ak888YTP6/VVKhVmzpyJ6dOnY+HChXjvvfeaE1y1tbX4+OOP8Zvf/KYjnwYRERGR37g9EqqsTlRanKhqcKKqPh/O+q9gtxdDshyBTi6AUVsBo7EOoqqxCbERgFEAYDh585EmosGn447Kvdr9PE4n1qgbl9idXHanKtVBXaKFWKOGIAuoz18CU2QkMjIy0GPEePTo0QM9evRovN+jB9LT02Eymc4rBupa1Foths6ejaGzZzePVRcWYv+SJSjduBHC0aNIrrcgsh07/zXZf8ZmS0ry8/OR4JEwxGwGcnKAlStR9PgT2CVJqDKZ4E5KhLFff8QOHYKkoUORMmRIp+pXlRiVhgljv8e27eMQqStvNa9X27Fv/zXoEbcHRv25971xNDQgZ8tWFO3YjpoDB+A6cQK6ikpE2mz4c2EBtp9WVePNtLAwvJzS2BC6QpJQEhsD/ejRGHDNNeg1YQLEc/geoPN3YPV3SF+zFjjj639rdAwuMJqwc9ZlmD59epCiCx2yp0J5Quw6ybqQTkr997//hSRJzdVNl1xyCZ577rlzKt9TqVR48MEH4fF48OGHHzYnur788ksmpYiIiChoXG4nKupKUFlfjJr6ItTbSmC1lcLiELG34jKUVFtQXm9HtdWNepcMu9TyT6bjxK24e8YTjRVO/q7mD3dBI9vhEs6+PK9OjADqVYC5dT+QZi4BqjIN1KU6qEtPT0Bp4bGJqARQp9PBER4OISEehvHpiOzbF4lDhmDTiBHQMelE5ykqJQWT7r0XuPdeAI1Lh3J++glHVq5E7fYdMBQUINXhgOEsSQqbJOGol7YhZ+qja90JJkEUkWCzAcdzGm8rVsAKIFuWT/0MRERAiI+HIT0dUf0afwbSRoyANsSWl6bE9ERhxvuoL7wcKrH13pTxhuP44odbcfPMz3w6X31FBfZ/vRTFGzfAc/AQoqurEY/GjQaSACSdfrAoIkOjwXYfzqsTTv17xooiYquqgdXfwbX6O2yQJJTFx8M0bhwG33B9q4b71DHKjx9Hwe9+i1QvP2t6gwF/e/bZAEcVmlSoVB5Xxwc4ko4Tskkpl8uFjRs3NiePzGYzHn/88fNeT/qXv/wFa9asQWlp4zYuRUVFKCwsREpKij/C7jT279+Pr776Cjt37kRhYSEsFgu0Wi1SUlIwbNgwzJo1CxdeeGGwwyQiIup03B43KuqKUVlfjOr6IlisJWiwl8HpKIXbVgTRWQwNqqBX10CntUCrt+H0X2+aipmiavR4ZM/pb5CUf3mv8HTgX0tFoKd4Aoflvm0e6ikNg67ODrFSDVW1BqpKDVRVGoiVGriqVKiu06BaZ4ArMhJiUiKMPXog+qJ+nbJKhLoGURTR+8IL0fu033lddjsOrlmL3DVrYN27B+aSEqR6JGhO/pBm2+04S+q1mU4QkKbR+ByLRhCQCCDR6QTKyxtvWVnAihVwAjhyshF/jVYLR7gZ2aNHI7J3byQnJzffkpKSAr5D2dh+M/Fp8Z8Qj4WK82n6z7F822uYNebuFuNOqxXZK1fhxPdrYd+3D+FlZUiVZEQKAiKbDmrjfV8PH18zdKL38ySIIhIqKoBvv4X122+xVpZRmZyMXnfcjtE33ODT+al9rLW1+GnOXGQq9P4DALskIf3ll6A3cwdHANCK1YrjOi2TUh1uz549aGhoaK6SuuyyyxDjhzXAWq0WV155JV577bXmsaysrG6TlCorK8MjjzyC77//vtWc2+3GkSNHcOTIEXz++ecYO3YsnnnmmW7ztSEiIlLikWTUWBuXylWcXDJX2eBApcWJhtp9yBCfh0augE5dC4O2Hlq9tcV7Kf3JG9QA2vE7tmhy+nRcETq2R02GKg+H3X3hsVTDXVfWeKstg6euHO66MmicFiRF6LBf1xdJej2E2FjoUpIR3rMnYmb0R/KQwYhKS+MSGeoUNHo9hlxxOYZccXnzWENNDbK/+RYFP/yA/KJC9DMacOjQobOep5dW65f+VU1EQUCcICDO7QaqqvHb115Dqdvd6rjo6OgWiapLGhpgjoqCKS0N4enpiOnVC3F9+sAcH++3n8kFk57CJ6s2ItX4k+K8quZ+fPnUIcgHquApKIChvBypTif0oojM0w9s59erh8bHpFQ7zpssCEguLgYefwLf/PMpqObOxdS//y3kqtQ6K4/bjW9nXIrBCt+7TfIuvgjzZs4MWEyhzqiuUh43JAQ4ko4TskmpwsJCAGjuJTVx4kS/nXvkyJEATu3GV17eeh10V3Ts2DHcdtttKCkp8en4n3/+GXPmzMEbb7zR/DUjIiLqrDweD+ptNaixVqKuoQIWWwUa7FWwO6vhcFbD5aqG21kGwVGEeose7+fcjzq7B1aPANnLX3QvwG5MnLm5YwI2StDJNjiEszeBsgkmwCYChtbLZ3zmBlTVjVVNqmp1c5WTq1IDR9lG9Ak/hPSUJKRmpCItrTdSU6cgLS0NqampiIiI6NY7I1HXZ4qMxJibbsSYm24EADwIoKamBjt27MCuXbuQlZWFrKwsZGdno+Fk02alpXv+IskyKr28qa+qqkJVVVXzzuV398mEWXVqya8LQBEaq1FqBcCiVsOh18MTFgZEREITFwt9QiLMaanQmcMhiAIgCBBOJrAEUWy8r1YDPXo0FxDEGf+GGvsvEKlvvdRIp3HAlPpfRH/cA4L7ZCLMDwkxXyul9MK5Xau3xwN8+SW2fv45SkeNxOQnnkB8nz7ndC5q9MXcuRhSW+t1PttoxJWnFY90dzanFUa1cm9HszFJcbwzCtmkVFVVy4xgoh93qjizg3/Tfx5dWXV1Ne64444WCSmVSoXp06dj0qRJiI2NRUVFBTZs2IC1a9fCffI/OovFgnvuuQefffYZ0rhrDRERBZEsy2hwelBnc6HO7kKtpQKW+k2wOqrgdFbD6ayCx14O2VkJUaqBGnXQqhqgUVuh1dig0TogiHKLc2pO3sxA4+42J9fOyW49iht+D29L5pqUyB37l8pklCAHPds8Tm7QQjB4b74s2MSTS+lOLa1zV2lQX6OHxWKES46CEBsHXXIywnv1Quwl/ZAydCgikpPxHiuciFqJjIzE1KlTMXXq1OYxSZKQn5+PrKwsFK9Zi33bfoaxsgpJbjeMfvw5qvJ44L3O5BSjILRISJ1Of3JHugSPBDRYG2+lZcDhwz7FUO1248JjR1uMjbwkAwv/Vq3YX8qd7kD9VWUIX+S/93TpGg0ENCbKoqKiYLfbYbPZIEktr689z6R5rCgidtduFM66HD8kJWLAn//SopKOfPPVnXdiyLHjXufzAVz89Vesqj1NeW2h17koc9dZzRSySakzX0z8yXrGLg26DvxLRqh4/PHHm6vPACAuLg6vvvoqhg0b1uK4q666Cnv37sV9992HoqIiAI0JrYceeggffPBBQGMmIqKuRZIkWOx1qGkoR521ChZbJRrslbA7qmGzV8BpKYXHXoYGqx5rKn+JOpsLFocHVrcMm0eAU1a1qFgardmGe6c+dmpFnBrAuW/y1IIQIkvnkoTSNpNSHls9nAXhCKsWINapoarSwF2lRUONHpZ6E5yuSIhhCdCnpMDcsyfixg5A8tAhiExOZoUTkR+Joti8MyRmzWoe97jdyNu+A7kbN6B6z154cnNgqqpGgtsN0zm8AS87y9Kn08WpO+6tnqwwtvP7XHw8djBuvnS/4mNsF9VAe9gI/c7wdl9PkmWUQ0a13gBnbAw06emIHDAA2VdcgV59+kB7WtWUy+WC3W5vTlLZSkvhKClBeXY2Ktf9AHNeHjJkpWdwdnpRxJDSMuBPf8JXDz2EuHvuxoV33dXu83RHa556Cn3Wb/C6RLNCktD3448QzSKIFqrqirzOxYUzKdXhzuwfVVxcjKFDh/rl3Hl5eQBOLQ2Mioryy3lD1e7du7F8+fLm+xqNBq+//joGDhyoePzQoUPx9ttv47rrrkNNTQ2AxqV8P/zwAy666KIARExERKFIlmXYXB7U2dyoaahAbd0+NNgr0dBQDltdEVwNpZCdlYBUAzXqoRYt0Kit0Gjt0GgdUOscEFQt3wioAJhO3po+kd0GPFNyEwABZ/tVpcHtpwyUEoMEo9wAq3D2Hd8cggGwqgCjL62PfSM0iBDr1RAtKugK9qO+ohqStRYayQGzRkCkUY3YMB0SI01IiY1EYu84OK1/gKQxI3JgL6QMG4rI5GS/xUNE50elVqPX+HHoNX5cq7mq/Hzk79iB8uxs1B87BldhEcTKShgbLIhyexCpkLQK1aQUALzz7H4MHdAbw9KPKc7X3VwC9Qk91BXel97VSxIKDQa4MjIQNWoUkseMQc8JF2BQRIRPsWk0Gmg0GpibGmWnpzd+nD0b+OtfATTu/rb7w49QtXEDovIL0N5USD+nE3jxJbz2xpsY9srLmDBhQjvP0H1sff99xLz7HlReErANkgTzM88gY/ToAEcW+mosxYrjkiwixsyeUh0uIaHxi9z0F7zNmzfj0ksv9cu5f/jhhxb3/bk0MBS9++67Le7ffPPNXhNSTXr27Ik///nP+Nvf/tY89r///Y9JKSKiTkSSJDjcdjTY62Cx18PmqEWDtQaWujJY6ytgt1bCZa+Bx1kHyV0PSA2w2k34vuEW1NvdqHd6YHXJsHsEOGQV3IIG8sneHDN0q3DDxa9AROPSN3PTlnF+IOhdPh1XKUf754JeJKMYR9F2/xC5QQvBaPM6L1hFiPUqiBZ148eTn0v1atgsWtisWtgdBrg8YZDV0dBExkIXHwdTcgp+e/tIPNGnN2JjYwO+qxYRdbzotLTG6pB58xTn68rKkL9jJ8qyslB37Cgc+QWodzpwUWaf5l3EvbUiiQ9CUkqWgccfKMObb0UiylDTet4gofaOIkQ/lw7BLcIhS8hXa2BLSUHYiOHoPXMmRk2ahLEdGDsAxPXqhekP/6P5fvGBA9j9wYdwfPst+jkcPp/nk0MHcc+FF2LWrFl44okn2If3DD+9+Sa0C5+D3ktCyi3LsNx9Fy6af2WAI+sc6m3FivujWFwRUHlZmtsZhWxSasSIEdDpdHA6nZBlGcuWLcP999+PyMjI8zrv0aNHsXbtWgiCAFmWodPpMHz4cL/EHIosFgvWrFnTYuwGH7c3nTt3Lv71r3+hurpxG8pdu3ahuLgYSUldp6kaEVEwSZIEZ0MD6qsqUV1RgroGK2q00aix2FBntaPe6kS9zYF6uwsNdhcanG5YnR4ke/ZiQuRyqFROqNROqDQuqDRuiE03rRui1gNoPa0qk5oYRcAYhlbL3eRCE57KvRWNNUwnCSdvp7G6OrJKydP4zqaNpWXV6NhK5yShRDEpJTka4LHWwmOthWSthcUViwS1FahXwW7RwmrTwm4zwOkxQhKjoI6IgS4uDsakJISnpiF6TAbi+vRBWFwce2cQ0VmFx8dj0GUzMeiylruR/eW0z+vr61FUVNTqFnbgII4WFMDkciFKlr0mBvytqrgeT7+QgWcerIMoKPSX6mHHnntM6J/wNwycORPDTWevSA2EpAEDkPTUP4Gn/on9y5cje+FzyCwqOuvXbKfNio0nE4LLly/H8uXLMX/+fDz22GMYPHhwoEIPWRtf/Q/CXnrprF/D3EtnYPb99wcwqs7FZi9VTErZPR37R7lAC9mklF6vx9ixY7Fx40YIggCbzYaHH34YL7/88jmf02q14s9//jM8nsYSe0EQMGrUqBZrkLuaLVu2wOU69RfnAQMG+NywXKPRYPLkyfj6668BNC7bWLlyJW699dYOiZWIKNhcLldj/4nTbs09KWw2WBpssBXmQHsiG25XPTxSAyDZAMEOAQ6IKgdElRMqlasxUaR2Q6U9PVnkgaj1QNA1JoyglSDrJEDXmDiyH4zHXblvnxGV6uTtVJXMHG094oYf7JCvgaD1bVlIlRzZIdcHAGhlmOQGNAhnT3y5oAUcIqA7jz6UDgGiTdVYzWRTnVo6V6+C8+eNsFuzEKETEW3SIiHCiKSYcCTGxSC+bzzi43siPj4ecapZiE1OQlRaWpf6yyURdQ5msxn9+vVDv379vB4jSRLqy8pQdvgwqnJzUXfiBGzFxXCUlUOqroZYVwetzQajy4lwSUb4OSSwTCYTevfujT59+qB3797YVXAco9K+UDw2aeAulJtroQuBhNSZBs+ahcGzZqH8+HFs+Ps/ELd9O+IUvh4vlVe0Gvvyyy+xZMkSXH/99Xj00UeRmZkZiJBDzvoXX0T4f147a0Jq/4D+uPo83tt3By5XWeNuLGeOd3CleKCFbFIKAG699VZs3LgRQGNC5LvvvsPDDz+MRx99tN1/WSwvL8d9992HAwcONFdJAcBNN93k97hDyc6dO1vcHzVqVLseP3LkyOakFNDYW4pJKSLylcfthsfphMvphMflgsfpgsd1+ucueNwuSBoNJJMJHo8HHo8Hbre7+fPTb3JFJYSiIkhuNySXC66GBritDXBbrfDYbJDsDkh2GzweKyDbIQhOCKIDKtEJUe2GSu2CWuOBSuuGWuuBSuuBqGn8eKgkEX8tnQ1Bo4eo0Td+1DZ+bP5cpcFdptUYf+k35/V18bbsQaXxbdmaTTKe1/XPSutbb6QqOabtg85DtFCNBl+6ltdpIGo8EGwiRKvq1MeTSSbJqoLLpoLDroHTroHTqYXbrYPboweEMIhGM1RmMzQREdBGRcEYnwDzsB6I7d0LHz7WC5pusBkKEXV9oigiIjEREYmJwOTJbR7vtFrhcjggSxJkWW78KEmALEOWZSTKQLXJ2Dgny43nj4hosXmC2+PG4lXjkWLcoXiNnw58jSF9rkdShJ/WfvtZXK9eWPDxR3BarVj3zDNwfrkEfU728/qpoQHbbFbFx8myjI8//hiLFy/GL3/5Szz88MNIb+pr1Q18v3AhYt56G9qzvF/fFxuDq75QTljSKZK7XDEpJQmxgQ+mA4V0UmrChAmYOHEiNm3a1JxI+uyzz7Bnzx787ne/w+TJk6HRKPwrnaampgaLFy/Gu+++i5qamubzCIKAoUOH4uKLLw7QswmOw2ds69q3b992Pb5Pn5bLFg4e7Ji/zBOFClmWIUlSi0SIq74eHofjVBLlZCKlMbHihOdkgsTjckFyuSG5XZDc7pPj7sYESvOtcU52eyB53LAkJcERFqaYgDk9QRN7PAemqirIkgeyRwIkD+CRTt73ALIHgARZPvU5IEE4eWv+XJAgCHLjfUGCIAA/yXHYhHh4ZBkeSYbU4mPjjjeSDNxsysOF4RUQRRmCCECQIAqAIMoQBRnCyfHGjzJEAYAoAyIgi3Lj8q/T74sAhMaPOwtS8LfCSYAoAoIIQRQBQQUIAgRBbB7/TeyPmDFkB1QqAFoZ2igZsq6x2kjWSpB1MmSt1HhuH0knb7F7zDBFTWrzeLvUcX19RI1vVUoNUgf+ZVnrW9VRpeynpXNOAaJNhGBVNX8UbCKQvQ4Waxh0ggd6UYZRI8CsExGu1yDSpEN0mB4x4SaUfn8rjDo9dFFRMMREwxgXh7D4eJgTEhCRlARDRASXyBERtZPWaITWeH5/AFGr1Lh4/BfYvn0EwrXVzeMOjw4fZN+NTYXTUCYewKs3hHYfJq3RiEsffxx4/HFsffddlDz/Al7Oy23zcR6PB2+99RYMy5Zh4rBhmPTCi0gedPa+vp3dmn/+E/HvfwDNWZbf74+OwpVr1vD/Zh8IcutqPAAQVExKBdQ///lPXHPNNSgrK2tOKB06dAj33nsvTCYTMjMzUVTUcqvE119/HYWFhThw4ACysrIgnczwA6cap4eFheGpp54K+PMJtBMnTrS4394sfWpqaov7JSUlcDqdIbvk8cs77kC4l0Sl1WRCfkZGm+cwNjQgLTcXAKBVqXzaLtvp8TR/j52NS6PF8b5tl/FqXC70OplQ1KhUEH2IweXxQPJxe9tDgwb5dFy/rCwAgFoUve6Y4WsMsiRD9rgBufEvbbt69YEdItweCR6PBLckwSOd/OiR4JFkuCUZ82r2Qg8X1KIMjUpokVhpSqoIgtScGPHIEjyyBFGQgdOSJaeSJnLjY0Tg2WMDsMseAUkGZAiQAUgyIIiqxgNEEYIg4s2B6xEf2QCVGlBrcDKZclpipSnRcjLB4pYluOVT95vnVXLjKixD45goAuu3TcWn9qnN12vM6pxMxAhqQNBCEEU8n/E1wi4ugKgBNDqcOq8AxQSMJAFO33a0R8pPF6DAcnWbxyVFPwbnqBMQRaDpJeBsNTWyDPjaKzRsdyxM0VPbPE5n2Ia6vo39G3zt+Wy3+3acS3ZAcrV9cJ2gaT6nTtdm2yMAjf8Wkg+5Hll2tzsGrbbxW8dfMUCWIDltbT4xBwB7rQCIMrQuERqnGqJVhHByKZxsU8NlV8N9skLJ5dDBatfA5dZDggmCygy1NhJaczR0UZEwxMTAEBuLsNQ4hCUk4OtbU6Bvxxuipt2W2uJyuVosa/cntVrt0/+PbrcbTl9/QNtJpVJB50N1lyRJsPv6w9FOoij61JRdlmXYbN4bxJ8vo4/fP1arcrWDPxgMBp9+j7Db7ZB8+gFtP71e79ObP4fD0dziwt+0Wi3UPjSudjqdcPu4s1x78TWiUaBfIyL1cTBEvQprxQ0QBaDQkoo39v4ZJc7eAIBv9xbjhrEVuLBP6zfZofgaMeSaazD46quh/uEHPPbYY9i2bdtZHxslirjOHA5Dbh5y5s7F2r6ZmPyvfyHu5HuSrvIaIcsyPnnkEQz5eincggC3l/cDWTExmLt8OVySBNdpX1e+RjQ68zVCI1QqHieq4jrs/y5fXyP8KeSTUgkJCXj99ddx8803o76+vvmHVpZlWCwW7N69u8XxsizjhRdeaP68yemPU6vVePHFF9G7d+/APIkgKi8vb3E/Pj6+XY+PiYlpsdxRkiRUVlaGbLPzgsErYDIqv1C5Ss14bf9v2zzHaPEgJo1YDgAYOcK3N747dgAOX353qFfjtf1/afOwVJTg6pFfAgAGDQR82QF3fxZQV+dDDABe29nfp+PuPxlDn95ArA/fOkePAmXlZzngtP/vVu+4C+VCXJvnvGDUe4BBQmoqkOBDTvXECaCgoO3jAAC14yBiSJtFNdmmr3A40or4eKBP2xtxoays8Wvhi4q6GnjcNW0etxc2mCQZ4eGAL70z6+uBkznFNhUer4bdtqfN4/ZXNqBMaEzE+LIS2OEAzlhB7FXdcQvsNW3HcFhbDfnk75C+7r7sawzOQivspT7EIFYh9mTXyZEjfXuN2LfPxwRdvQv2vLZjyJdLmp/XoEG+vUYcPnzGa4QbEFxi40enCMEtQHAJkN0inPs/hlsWoBEkaEUZOpUAg0aEQadCmE6DMIMWEQY9Nn4wD3qDCYMGDkSvfv1gTkuAOSEBkcnJin9h3717N/Lz8xXjs528VTkcjT/IZ/xRpS19+/Y9az+VJsePH29VRewvaWlpPm2eUlxc3Or3F3+JiYnxaWvy6upqbN68uUNiMBgMmDZtWpvH2Ww2rF27tkNiAIDZs2f7dFxHxjB16lSf3vhu2rSpw958T5gwATExbS+33bFjByorld8Ana/hw4f71NM0Ozvb62vE+eJrRKPgvEaEYf2eWSiuKsK6/JnwqOphyDg1+8jSLCz/3SRo1S1/Iwv114i///3v2L59Oz788EPk5OQoHnNJmBl77Kf9bO/diy+mTUdpRgaG33kH5l5zTad/jbBYLHj55ZexbcsW/DE2Dj10yonXvMhIXPDXv2D9yfY8p+NrRKMzXyOMqjLF42z1xg772fD1NcKfQj4pBQD9+vXDkiVL8Ic//AF79uyBIAgtMspNy/GaEidnVkWdflxycjJefPFFDB06NHBPIEhsNlurDGp4eHi7zqHRaGAwGFqcp7a2NmSTUt6qRgA0VtaIPjSgPf0cTf2F26Lyft0WRPgWgyy2PwbRxxjgYwxN52xPDL5+HQCozlpjcxrJhzKUcyTCx784yR0XgxACMYheOxydEYLccWXWgo8xSB0Yg6jx7XvSIXfgX480Lb8fZEkCPC5AcgGSB6LHDQEe2NEAZ244ZI8KFocBslYPj0cDya2FJGkhSTrIsh6AAaLKBFFlQl2JBXaXCK0uDDqDGTqDCRqjARqDATqjCVqTETqTCSqNBm/49nt6M19/mSQiou7pwsF34IlvDsAt287czBVHyyx458cc/HpK5yoYEAQBY8aMwahRo7BlyxZ89NFHLRImkaKISQqN3PWigB4n8lDw0N+wZNkyzHr5ZUSlpAQydL85dOgQFi5c2FwI8VZ1FR6Mj4fhjMqr3JgYTHjsMW4G0g5WhxvrC6YjRl+OWEMZovXliNJXQRQkRISlNf4lr4voFEkpAEhJScFHH32ERYsW4f3332+xLK0p+aRU+tiUoAoPD8d1112H22+/vd2Jmc5KKZvua5nqmY85PSnVkWXu1H2oZKnVFvOKOjQZ42tCqMNC8DkZ06EJIYXtmpVIPv2DnWsMPial2tMsqp1ElW9JKbvcuiGr7BYgOdWQnWp4XGpILjU8Lg08bi08Hg1q8txwOFSQZA1kWQtZ0EEQdBBEPVRqI9QaIzQ6M7SGcDw0LQNmow5mox56reYsZf3XAfD9L5ybN2/usCoIIiKis1GrVLhxfA88u1K5P+1La49gzvDkkG16fjaiKGLChAkYN24cNmzYgE8++QQlJSW4LDwcGtH7704mUcCAfftx5OJLkDdkMC7+978R60OrkVAgyzK++uorvPfeey2WFVZ6PPiwugZ3xJzaHS4vLg4XnsNGZd1dcZ0dnx/+ZYsxleBGlL4SL84ZieqCjqkYC4ZOk5QCGtdY3nTTTbjxxhuxadMmbN26FTt27MDRo0dhsVhaLNfT6XRITk7GqFGjMHr0aMyYMeOcEjKdmdJaV1/WyZ7pzIx2R63jpe5F9DERIsu+5a7OKQZRhi95qY5MCPmaGJM7MjnnY0KoYxNjHV8pJcuA5FFBcqsgedTwSGpIHg0kSQOPpIXdHYmhcWro1SrodWoYNBoYdWoYdBqYDDqYdBroNCpoxUyohfHQa40YMnIm4qMToVGfvUdI+Jo1HdoXg4iIKNT1TTDjgl4x2HLC0mrO6vTgn98ewP+FeNPzs1GpVLj44osxadIkrF29GolfL/XpcWZRxOCsbOTOuBTf9++Pi57/N+J96RcRJCUlJXjjjTe89tPabbdhvaUBU8JMyEtMwoR//J0JqXNQWN3690aPrEaFLQEJEZFMSgWbIAiYNGkSJk06tUuSJEmora2Fy+VCeHi4Tw02uzqlRnTn8oJwZlKqo5rsUffi8/K9Dq2U8i0GH/vHnxsVAB/yvA5RC3MHhVCrMwINynNC801GuTYa8S41BEGE3aaGLIsnb0Lz55IsQkbj53Y7UG9xNTaRlxvXlzY2lG/6/NTHmrCeGKI1QRQAlUqEKAhQCQJEUWi8L4pQiQJ04kRUug0ARBS5e0EUjVCpTNBozNCqTdBqwqHThEGnNcOoC4dRZ0Z+8VboNCboNLo2XwNn+PxViwQARIXFtpmQIiIiokZXjU7F3uLDinXi35xsej5Boel5Z6JWq3HprFlwTJmCHW++hcjsbJjPUjHVxCSKGHL4MPJnXY4fMvtg4sLnQmq3vsLjx/H6e+/h+++/b/P94DKrFb0vvhgTb7s1QNF1PUU1yn/MjA3TQa/pWssgO2VSSokoioiK8tP21F2E0g4GHo/Hp50NTndmxVWo7rzXFqfKt+ftUrW/msxXbh+Tgh5fez51Yh5R9GlZnEPUQo+2d7iQpMbEh+QGPO6TlUWycDIhcjJpgpNjJ282QySi3SfbiAmNCW/VyY+iAIiiAFEQUKQaiPC6UkCjh6EiDLLQ2GRLhhoQVCdvpz6vbHCiwm4BRBWEk2ONu+k1Nt0S0LirnyCIiBo8CNeK6Y3tuMSma5+8/snPBRFQS7fBLVfAbQqHJ7I/REENUVBBFE99VJ28nkpUA2EWhJUfaByDCFFUnTxOhCiIp32uQs9MPS5T6Ro3FTztumKrX6DGAvC9ibHVakWYyd9NGDMANP5BYvY03xofZYUd83MMREREdC4iDVrMH5WKL0qU5x/20vS8M9KZTJhw3+9granBrjfeQOzRYzD6kJwyiiKGHDuOivnz8WNMNHreey/Qzs2q/OnYjz9ix4MPoeb4cWwuKmxzt++UlBT89a9/RUYnWYoYqrwlpVKiOt8S17YIsi/72AfJrl27MGLEiGCH0WnV1dVhzJgxLca2b98Os7l99Rbjxo1DTU1N8/0vvvgCg33Z/qsDlZaWYvLkya3Gn3jpPkRGe+kZJkZA0Lbd4F6WagDnPgCATq/1aZtWh8MJWfLhR0nQQ9CNafMwWbYDjsaSWK1O41OFm9PpguTxrYpN0E9q+yAAsr1xdwy1Rg21uu1EmcvlhsftrfroVGJEJaqg1g+BSmWE6mTiRyUIUImNCZHmMVGA7KmAIAB6nR56nQEqUQWVSg2V2HhTi+oW1XzcyrkRt3s/hdu9N+J27434GtGIrxGn8DWiEV8jGvE1olFHvkZIMnDVG9txsKS+xbgADy5KW4WZgxNx7ZR/dLnXiKqCAqz7wx/R8+BBGE/+TOrP2MDLm4MA5JkzcdGDD0DfzvdybVF6jZAkCTs+/gQ5r/8PA0rLoBYEOCUJ/62sxH+rvPenvPHGG/HCCy/ApNDg/Wz4GtHo9NeIP366B1/sbL2l+KwhiXj52mEBf43w9v57w4YNSEhIOK9rhnSl1PXXX4+ePXti/vz5mDt3LuKDmCHujMxmM1QqVYtfMCwWS7uTUg0NLdf1hHKj+CkjFpz3DwXQA8Awf4RzntrekrTj9Qh2AADabuB8Ol//Q+lIarW63RWJ/iaKYtD76AmCEPQYgHPb4MHfQmFJuS9vQjqaVqsNerUtXyMa8TXilFCIga8Rjfga0ag7vEY8NmcQrn19S/P9XhGHcMvA/yAj4hjsLgPyK25EWmyvkPj59FcMxr59cfM3y1CRm4t1f/wTeuzb51NCCgD6A8DKlTi4fDkKBw3EuCeeQLqfiwQkScLOxYtx/IMPEH/0GBJEEUOAxjJ6AFpRxG3R0fikphq1ZyTRjUYj/vOf/+AXv/iFX2M6U3d6jSisUU6GJkcYQuI1wp9Cvi4yNzcXzz//PC6++GLccccdWLlyZYdlJrsaQRBaLWmsqqpq1znq6upafb1jYzv3Om8iIiIiIgqecb1icOWIFJg1tbh10Mt4+II/IiOicbm9Xm3Dum2/CXKEHSc2IwNXf/E5Mtd9j6zhw1oleM4mShQxIPsALhgxAsOGDcMf//hHrFy5slURga8qcnOx8dX/4NMrZmP9gAEwPfY4hhzPQYKX6sowlQq3REW3GBs6dCi2b9/e4Qmp7qaoRrlSMTmy6y3f6xTpNVmW4fF4sGnTJmzatAnh4eGYPXs25s2bF/RlZKEuLS0NFRUVzfdLS0sxaNAgnx9fWlra4n5ERERI/MWCiIiIiIg6rwdm9sGF4TMRayhtNZduWIlNWV9h4qB5gQ8sQKJSUnDVokWoLSnBmj/9GUk//4woH5barrNYUOR2o2jvXuzduxfPP/88NBoNJkyYgGnTpmHUqFHQazQwFhVBo9dDbTBAYzBAVKlQ8PPPqNq+A0JODmLr65AgiIgFEAsAgm/1KjdHReH96irEZGTg73//O2666aagVxd2NZIko7i2+/SUCvmklCzLLcoaZVlGbW0tPvroI3z00Ufo06cPFixYgDlz5iA6OvosZ+qeevbsiV27djXfz83Nbdfj8/LyWtzvE8LbkxIRERERUeeQEBEGmO4ApCcV54tP3A9H38ug0wR/aWlHikhMxIIPP0B9RQW++/OfEbV5MxLPkiD6sLq61ZjL5cL69euxfv36xnOKIn7K7NviGAlA8skbAJ+TUGeqF0W8/s9/4so//pHJqA5SbnHA5VHuV5zSBSulQnr53ptvvonZs2dDr9dDluXmBJUgCM33jxw5gmeffRaTJ0/Gb37zG6xZs6bDmjR2RkOGDGlxPysrq12P37dvX4v7AweGzrakRERERETUec2d8A+U2XoqzsUZcrF082MBjih4zLGxmP/OO5i0bx+KfvELHFTo83bYYcfPtrYbr2t87FXVHsWyjGOzZmHirp245oEHmJDqQCfK92N+5geYkroSQ2J3IMmUD52qsXKKy/cCbOLEiZg4cSKsVitWr16NpUuXYsuWLZAkqVX1lNvtxvfff4/vv/8eUVFRmDt3LubNm4d+/UKhWXTwjBs3rsX9rVu3tqo+O5vNmze3uD9hwgS/xUZERERERN2XRq1Fao+X4Cybozhvdr2IgorbkRrbK8CRBY9aq8XUBx8AHnwAB1Z/h70Ln0XvE/kwiSI+rq7x6Rzac6yCOpNLlnHEZILx0hmY+o9/QMs2LgFRWbUdc3ovbjVeZY9FpMJy184upCulmhiNRsybNw9vv/02fvjhB/zpT39CZmZmq+opoDFBVVVVhXfffRfz5s3D/Pnz8dFHH6G2tjbIzyI4evfujYyMjOb75eXl2LRpk0+PPX78eItKKZPJhPHjx/s7RCIiIiIi6qYmDJyNfNtlinNdvel5WwbMmI5r16xB73Xf4+DEiTiSnOTT4zTnUSjlkmUcMBhwbNYspKxehQU7d+Cyp59mQiqA6hryFMcl2QjRh75jnU2ne0bx8fG4/fbbsXTpUnz11Ve49dZbERsb63V5X3Z2Np588klMmjQJ999/P9avXw9ZVl6f2VVdffXVLe6/8MILcDqdbT7uueeea/G1mjNnDpucExERERGRX10y9lXY3MrvM9IMK/Fj1tcBjii0RKWk4Mo338DO7Gzk5OTgzTffxHXXXed1V/T2Lt+rliRkG404OnMmkletxPxdO3HF8/9GTI8e/gif2snpUE5K2WXfkpKdjSB3gQyNJEn46aef8NVXX2HNmjWw2RrXW55ePXX6/bi4OMybNw/z5s1Dr15dvxTUYrFg2rRpqD6tKd4VV1yBhQsXQqVSKT7mX//6F954443m+zqdDitWrEBKSkqHx+uL0tJSTJ48udX4hg0bkJCQEISIiIiIiIjoXH22/u+Ik/+pOFdm64X5Mw5BrQrp7jMBJ0kS9u7dizVr1uC7777Djh07UF9fj96CgC8ylHt1lcoSKszhQK+eiB49GpkzLkXK0CFdsgKns/pg+RSkGTe0Gi+wz8dNM78IQkQd+/67SySlTmez2bBq1SosW7YMW7ZsaW563lQ91aQpQTVs2DAsWrQoKLEG0pdffokHH3ywxdiIESPwwAMPYPjw4c1jR48exfPPP4+1a9e2OPYPf/gDfv3rXwciVJ8wKUVERERE1HU4XA4sXdMfcYZcxXmL/kVcMf6+wAbVSUmSBJfNBkdDA5xWKxwWC5xWKyJTUhAVIkUG5N3iFX2RYDjSarxE+j2uu+SFIETUse+/u1yq2WAwNFdBVVRUYPny5Vi+fDn27NkDoHX1VNN4Vzd//nwcOHAA77//fvPYrl27cO211yIuLg4JCQmorq5GYWFhq8fOmDEDd955ZyDDJSIiIiKibkSn0SGlx0twls1VnHfVPAOb8w4YtGwn0hZRFKEzmaAzmYIdCp2DMHWJ4rjJ2DWXU3bpGr3Y2FjccsstWLRoEb788ksMHjy41VK+7uRvf/sb7rrrrlalmeXl5di/f79iQmrBggV44YUXuuXXi4iIiIiIAmfCwDnIt01XnIvSl2D5loUBjogosGqtNTBp6hXnosOVl2R2dl2uUup0+fn5WLNmDdasWYPdu3dDkqRun1y5//77cemll+LFF1/E5s2b4XK5FI8bMWIE7r77bkyZMiXAERIRERERUXc1fui/kHdoJNSip9Wc1v4iaq33IcIYFYTIiDpeYUXrZXtNkqIzAxhJ4HS5pFRpaSm++eYbLFu2DIcOHQLQutF505hare6WSZeBAwfi9ddfR319PbZt24aysjLU1NRAr9cjMTERw4cPR2JiYrDDJCIiIiKibiYzZSi27J+PNN1nrebM2lqs+OlRXDf1pSBERtTxSquPQamMRpIFJEd3zU3aukRSymKxYOXKlVi2bBm2bdsGWZYVm5o3jWVmZmL+/PmYO3cuoqOjgxJzKDCbzbjkkkuCHQYREREREVGzi0c9g+w9S6FVOVrNRchvorT6z0iISg1CZEQdq8ZyHEp1gPXOaOi1+oDHEwidNinlcrmwfv16LF26FOvXr4fT6QTQuiqqKUEVHh6Oyy+/HPPnz8eQIUOCFjcRERERERF5lxrbCxvkXyAZr7eaM6it+G7bQ7hpxvsKjyTq3Gy2E4hSyNJYPV13JVOnS0pt374dS5cuxapVq1BXVwegZSLq9GSUKIqYMGECFixYgGnTpkGr1QYtbiIiIiIiIvLNpeOexJYtH8OksbSaS1B/gpzSh9AzoX8QIiPqOB5XvmKWxi2kBD6YAOkUSamjR49i6dKl+Oabb1BcXAwAZ12e16NHD1x55ZWYN28eeyMRERERERF1MjHmODRofgMTnm01pxHd2LTrr+g58+sgREbUcVRyoeK4qO66y1VDOin19ttvY+nSpa0algOtl+cZjUZceumlWLBgAUaPHh2UeImIiIiIiMg/rhj/d3y3/k1E6CpbzaXovkHWiZ8xKH1sECIj6hgGVYnyuCE9wJEETkgnpRYuXAhBELzungcAo0ePxvz58zFz5kwYjcagxElERERERET+ZdSHQTb/GXA+0GrO5dHgq59XMylFXYbL7UK4plxxLsLUNXfeA0I8KdXkzOV5SUlJmDt3LubPn4/09K6bMSQiIiIiIurOLh97P75e8ypi9fkAALekwvr8mVh6/FrUOqIxc0w1RvVQ2q+MqHMpqsqFSpQU52IjmZQKKlmWodPpMG3aNMyfPx8TJkxoUTVFREREREREXY9GrYU59h+A5U78VDQFS47eiDJrcvP8sysPYvGd4/n+kDq9kqqjXudSYzMDGElghXxSavDgwZg/fz6uuOIKmM3mYIdDREREREREATR95K9w25t6/HA8utXczzlV+OFwOS7uFx+EyIj8p7LuOJQaEtncRkSZYgMeT6CEdFJq2bJlyMzsuhlBIiIiIiIiOjtRFHH7xZfhh+NbFecXrjyEKZlxEEVWS1HnVW/NVUxKWVzxEEUx4PEESkg/MyakiIiIiIiIaGJmLCb2Ua4WOVBch2V7iwIcEZF/OR0nFMcdclKAIwmskE5KEREREREREQHAny/t53Xu36sPw+lWbhJN1Cl4ChWHZVVqgAMJLCaliIiIiIiIKOQNS4vErCGJinMnqqxYtE250oSoM9AJxYrjWm16gCMJrKD0lNq2bVswLuvVmDFjgh0CERERERERteGPM/phVVYpPJLcau6V74/imtFp0GtUQYiM6NzJsozvcuciUncCMYZyxOjLEWMoQ6SuCmZTj2CH16GCkpS6+eabQ2bLTkEQkJ2dHewwiIiIiIiIqA2948JwzehUfPJzfqs5k7AfX2/Jw7WTfhWEyIjOXbXVhe/yprYaVwlufHLn2CBEFDhB3X1Plltnt4mIiIiIiIi8uW9qX3y5sxCOkz2kekcewJzeizAsbgdqrbGwOa+HQau0jxlRaDpeblEc98hqZMRGBTiawApqUqojqqVkWW7zvE3HMClGRERERETUuSRG6HHjuB74MXsp5vRehEGxe5rnInQVWLntBVx54d+CGCFR+xwvb1AcN+vUiAvTBTiawApaUupcE0JNCafTH280GhEfHw+TyQSdToeGhgbU19ejuLi4+bjTE1VhYWFISura2yoSERERERF1Vb+6MBwXGB+GRuVqPWl5BQ7Xn6DTdO0389R1HK9QTkr1jDOFTOujjhKUpNTatWvbdfzy5cvx/PPPAziVjBo3bhzmzp2L0aNHIz1duRu9xWLBvn37sHTpUqxYsQJ2ux0AYLfbcfXVV+OWW245j2dBREREREREwZASnYp17gVIVS1qNRelK8Wqba9gzoQ/BSEyovbztnyvV6wpwJEEXlCSUikpKT4f+8033+DFF18E0JiQSklJwZNPPokLLrigzceGhYXhggsuwAUXXIC7774bf/nLX7B792643W48/fTTqKurw7333nuuT4OIiIiIiIiCZNKIx3Fk/+dQi+5Wc+665+Fy/w4atTYIkRG1j7dKqV5xYQGOJPDEYAdwNgUFBXjkkUfg8XgAAD169MAnn3ziU0LqTOnp6Xj33XcxatQoAI0Jrtdeew3btm3za8xERERERETU8XrEZ6LYOU9xLlpfjFXbXwtsQETnwO2RkFfpLSnV9SulQjop9eKLL6KhofEfR6VS4aWXXkJ8fPw5n0+v1+Pf//43jEYjBEGAx+PByy+/7K9wiYiIiIiIKIAuHP4YPJLy21p7zb/h9rSuoiIKJYU1Nrg8yj23e3aD5Xshm5Sqr6/Hd999B0EQIAgCLr30UvTv3/+8z5uYmIh58+Y196bavn07CgoKzvu8REREREREFFi9Egei0DFbcS5Wn4/vdr4R4IiI2sfbznsAk1JBtXPnTjgcjubk0dSpU/127kmTJrW4n5WV5bdzExERERERUeCMH/o4JFn5ra2lYmFzOxiiUFRW+j7+MOoR3ND/dVycthwDoncjSleB5AgdjNqgtAEPqJB9hsXFxS3up6am+u3cTUsAm7ZWLC0t9du5iYiIiIiIKHD6pgzF1r2XIs2wotVcnCEXa3e/ixmjfhWEyIja5rT/jKFxOzA0bkeL8RMNEwBMC05QARSylVK1tbUt7rtcLr+du66ursV9h8Pht3MTERERERFRYI0e/DgkWVCcqy57FpIkBTgiIt+InuPK4+q0AEcSHCGblDKbzS3uHz161G/n3rNnDwA0Lw2Mjo7227mJiIiIiIgosAakjUahXbmqJMFwBOv2fBTgiIh8E6bKUxw3GPoFOJLgCNmkVO/evQGcWmL39ddf++W8TqcTX3zxRfN5AWDAgAF+OTcREREREREFx/ABj3mdKy9+mtVSFHJqrTWI0FUozsVEDgxwNMERskmpoUOHwmAwAGisaNq1axe++uqr8z7vCy+8gPz8/Ob78fHxTEoRERERERF1ckMyLkC+9SLFuUTjAWzY/1lgAyJqQ07xHq9z6fFDAhhJ8IRsUspgMGD69OmQZRmCIECWZTz88MNYs2bNOZ/z1VdfxTvvvNN8PkEQcPXVV7eomiIiIiIiIqLOaUi/R73OFRX8k9VSFFKKKvcrjrs8GqTH9Q1wNMERskkpALjnnnugVjduECgIApxOJ37729/ioYceQm5urs/n2b59O26++Wb83//9X4vxmJgY3Hbbbf4MmYiIiIiIiIJkeO8pKLBeqDiXbNyHzdn+aQtD5A+19YcUx2ucqVCr1AGOJjhC+llmZGTgnnvuwcsvvwxBEJornJYsWYIlS5ZgwIABGDZsGDIzMxEVFQWTyQQAsFgsqKysRHZ2Nnbs2NG8XO/0qiuVSoXnnnsORqMxmE+RiIiIiIiI/Khfn0fQUDRDcS7vxJOYOPjKAEdEpMztPAIYWo/b5YyAxxIsIZ2UAhqrpXJycrBs2bIWiSkAyM7OxoEDB876+KZjATQ/VhRFPP7447jgggs6NHYiIiIiIiIKrDF9p+PDo+OQatzaai7FuBM/HfgWFwy4PAiREbWkwXHFcZU2M8CRBE9IL99r8txzz+Guu+6CKIrN1U6nJ6jOdjvz2MjISLz22mtYsGBBsJ8WERERERERdYA+vR72Oncs56kARkKkTJIkRGryFefMYf0DHE3wdIqkFAD8/ve/x6effoopU6YAgGLSSenWdJxGo8GNN96I5cuXN5+DiIiIiIiIup7x/Weh0DpScS7VuBlZea2rqIgCqbAqF3q1TXEuIXpggKMJnpBfvne6QYMG4X//+x8KCwvx7bffYsuWLdi3bx/q6+sVj4+IiMCIESMwadIkXH755YiMjAxswERERERERBQUPdL/DnfF/Fbje8pGo6aqAIN6jAtCVESN8kr3ep3rlTgsgJEEV6dKSjVJSUnBnXfeiTvvvBMAUFVVhbKyMlitVgiCAIPBgPj4eERHRwc5UiIiIiIiIgqGCQPn4tOV/ZBoPAS3pMKW4ouwIudKFFoyoFEJ+PVUOxIj9MEOk7qp8uosRCmMW1wRiA1PDHg8wdIpk1Jnio6OPucE1N69ezF06FA/R0RERERERETBJIoiIuL/ghX7vsXq3DmodsQ2z7k8Mt75MQcPzhoQxAipO2uwHkKUtvV4natH4IMJok7TU8qfbDYbPv30U8yfPx/XXXddsMMhIiIiIiKiDjB9xC+xufw3LRJSTT7aegJ1dlcQoiIC4D6mOOwRewY4kODqEpVSvjp06BAWLVqEZcuWoaGhoblROhEREREREXU9apWI2yf2wiNLs1rNWRxufLL1BH49pXcQIqPuziDmKo7r9H0DG0iQdfmklNPpxPLly7Fo0SLs2bMHQOPOfURERERERNT1XT06FS+uOYxqa+uqqLd/zMGtF/aEVt0tFxFRkNicVkTpShTnosK715LSLpuUys3NxeLFi7FkyRLU1tYCOJWMaqqOYnKKiIiIiIioazNq1bj5ggy8vPZIq7nSOge+3l2Iq0enBSEy6q5yS7MhCpLiXGrckABHE1xdKinl8Xjw3XffYdGiRdi6dSuAloknLtUjIiIiIiLqfn5xQQ/8b/0xONytEwGvbziOBSNTIYp8v0iBkV+2Fwo9ziHJIjISBgY8nmDqEkmpoqIiLF68GF988QUqKysBtK6KatI0npSUhDlz5mDevHkBjZWIiIiIiIgCKyZMh6tHp+LDLSdazR0ps+CHw2W4pH9CECKj7qi6LgsJCjnQakcSDFpj4AMKok6blJJlGevXr8cnn3yCTZs2QZIkr1VRTeNGoxEzZszAvHnzMH78+IDHTERERERERMFx+8Re+HjrCUhndHGJNxZhy94ncUn/V4ITGHU7TvshwNB63Cb1CnwwQdbpklIVFRX47LPP8Nlnn6G4uBjA2auiRFHEBRdcgLlz52LGjBkwGBT+5YmIiIiIiKhLy4g1YebgRCzf19hgumfEIczq+SVGJWyGKMjYfmQeRmdODXKU1B1o5GOK44ImM8CRBF+nSUr99NNP+OSTT/D999/D4/G0WRXVp08fzJkzB3PnzkVCAsswiYiIiIiIurs7J/VCYckyXNbzC/SP3t9i7sDRp5mUog4nyzKe2/YkwrV5SDIVIDksv/GjqQDmmO7V5BwI8aRUTU0NvvzySyxevBgnTjSu/VWqipJlGYIgNH+8+OKL8Z///CcoMRMREREREVFoGp4ehWsGLEWKcX+ruRT9Ohwp3IvMlKFBiIy6i5I6OyptelTa+iGntl+LuS/vmRCkqIInJJNSO3fuxKJFi7Bq1So4nc42q6IGDRqErKys5nGNRhO4YImIiIiIiKjTSEr+A1Bzc6txUZCwZf8/kZmyOAhRUXdxtMzida53XFgAIwkNIZOUslgs+Prrr7F48WIcOXIEgPeqKACIjo7GnDlzMH/+fPTt2xf9+/dv1VOKiIiIiIiI6HRThlyPL1f/A3GG3FZzCeqvUFJdgMSo1MAHRt2Ct6RUnFmHCEP3K7AJelIqKysLixYtwjfffAO73X7Wqii1Wo3Jkydj/vz5uOiii6BWBz18IiIiIiIi6kRUKhV0kb8FHH9sNadVObFu5zO4fur/BSEy6g6OlSsnpfp0wyopIEhJKbvdjm+++QaLFi1qXnZ3tqqozMxMLFiwAHPmzEF0dHTgAyYiIiIiIqIuY8aoe7Bq3VOI0FW2mjNLH6De9k+YDRFBiIy6Om+VUr3jTQGOJDQEJSk1adIkWCwWxaqoprGIiAhcfvnlmD9/PgYPHhyMMImIiIiIiKgL0mv1cOhuB/Bsq7kwTR2+2/4i5k96JPCBUZd3tKxBcZyVUgFUX1/fnIRq2jVPlmXodDpMmTIFs2fPxpQpU6DVaoMRHhEREREREXVx00f/CVu2vAKD2tp6suF/cLkfhEbN96TkP7VWFyosDsW53vFMSgWFSqXCtGnTMH36dFx00UUwmbpnyRoREREREREFTlRYLKrk65CCt1vNReuLsXbX25g55q4gREZd1VEv/aQAoE83TUqJwQ7A4/Fg69atWLFiBT777LPmnfeIiIiIiIiIOtLk4Q/BLSnXatSUvwRJkgIcEXVlx0tLIcDTatykVSExXB+EiIIvqJVSTUv4qqursXbtWqxduxYA0KNHD1x66aWYOXMmBgwYEMwQiYiIiIiIqItKi+uNHxyXIc2wrNVcovEgfjqwDBcOmhuEyKgrctY+h9dnvI+ShhQUW9JQ3JCKooY06A3DW2z61p0EpVLq17/+NRISEpp7SZ3e5FyWZeTm5uL111/H/PnzMWfOHLz77ruoqqoKRqhERERERETUhY0Y+Devczl5CwMYCXV1suswNKIbaeY8jE3ahLl9FuHuYc9hWtonwQ4taIKSlLr//vuxbt06vP7665gxYwbUanVzcqrp1pSgOnz4MJ599llMnjwZ99xzD9asWQO32x2MsImIiIiIiKiLGdxjHAqsFyjOpRo3I+vEzwGOiLoqg3hccVyr7xfgSEJH0JbvCYKAyZMnY/LkyaitrcXXX3+NJUuW4MCBA83zTWRZhtvtxrp167Bu3TpERUVh9uzZuPLKK9G/f/9gPQUiIiIiIiLqAjJ6/AXu8isV53Zm/xOD0r8OcETU1VgdDYjSlSjORYUPCnA0oSPojc4BICIiArfccguWLFmCL7/8EjfccAPCw8NbLO87vXqqqqoK77//Pq688krMnz8f77//frCfAhEREREREXVSEwbMQYlVuVolSbscBRXKFS5EvjpWvBeioNw4Py1+aICjCR0hkZQ63cCBA/Hwww9j48aNeP7553HhhRc2J6SUlvdlZ2fj6aefbh4jIiIiIiIiag9RFBERd5/inFp0Y/2upwMcEXU1heV7FMfdkgq9EgcHOJrQEXJJqSZarRazZs3CW2+9he+//x6/+93vkJaW1qp66vRkVNPnmzdvxqOPPopt27YF+VkQERERERFRZzBtxK9QbU9UnIsSPkGttTrAEVFXUlN3QHG82pEKnUYX4GhCR8gmpU6XmJiIe+65B6tXr8b777+POXPmQK/Xt9q9r0l9fT0WL16MW265BVOmTMGzzz6L/fv3Byl6IiIiIiIiCnUatRaS8deKc0Z1A77b9q8AR0Rdict5SHHcLvcMcCShpVMkpU43duxYLFy4EBs3bsTjjz+O4cOHNyenALRa3ldaWop3330XV199NS699FK88sorOHbsWJCfBREREREREYWa6aPvR4PLrDintr8Bh8sR4Iioid1pR2V9OSRJuS9TqNNCOQ+h0nbfnfeATpiUahIWFoZrrrkGixYtwvLly3HrrbciJibG6/I+WZaRl5eH//znP7jiiiswb948vPnmmygqKgr2UyEiIiIiIqIQEG6MQK1wk+JcYX0yVuzdF+CIqNZajY++uxXfr4/Dvh3x+HJVT2w9uCLYYbWLx+NBlPaE4lx42IAARxNaBLkLdQf3eDxYv349vvjiC6xfvx5ut7vV0r7TK6qaPmZnZwc8Vjo/paWlmDx5cqvxDRs2ICEhIQgRERERERFRV1BcdQL7d/WBRuWCRxLxc8kkrMy9Enl1fdA/0YwV901q9T6TOsZ3O99FQ/lfEKkrbzHu8migiX0fFw27LkiRtc/xkmycODhIcS489XuM7HNxgCNqn458/60+r0eHGJVKhUsuuQSXXHIJqqqqsGTJEixZsgRHjx4FcGppX5MulI8jIiIiIiIiP0iKTscq53U4XFqL1XlzUWE79ab7YEk9Nh6pwOS+cUGMsOvLKzuCDdvvRJrxB0Qq9ADXqFxwVdyCH/agUySm8kp3w1sas3fyiIDGEmo67fK9tkRHR+NXv/oVvvnmG3z66ae45pprEBYW1qL/FBEREREREdGZJo3+Dz45dGeLhFST1zccD0JE3YPH48HnGx7Ggb3DkGb84azHalQuuCpvxro9nwQmuPNQWZOlOF7jiEOEMTKwwYSYLpuUOt3QoUPx+OOPY9OmTXj22Wcxbty4YIdEREREREREIap3XBimDVBelrTpaAWyimoDHFHXJ0kSPl49D7HSE9CrbT49RiO64a68JeQTUzbbQcXxBk/33nkP6CZJqSY6nQ5z587Fe++9h++++w533303kpKSgh0WERERERERhZhfT+7lde4NVkv53Zcb/4E0wzftflxnSEyppKOK47KqT4AjCT3dKil1utTUVNx3331Yu3ZtsEMhIiIiIiKiEDM6Ixoj0yMV55btLUZhjW/VPNS2nw+vRqTn2XN+fFNiKuvEz36Myn/CNXmK40ZT9955D+jGSakm3DWBiIiIiIiIlNw5ubfiuEeSWS3lJxV1JSjMuRlq0eP1mBJbX5hT1iLfcY3XYzSiGzv3398RIZ6XspoihGmUl3vGRw0OcDShp9snpahRTk4OBg8ejH79+uHmm28OdjhERERERERBN31gAnrGmhTnFm07gQqLI8ARdS2SJGHlpmsQpStTnHd6tKgQ/4EF0/dhVOYluHH6JyhwXNviGKvLiC3Fk/Gf3X/B05t/j8oQ+zfJKdnjda5n4rAARhKa1MEOgILP5XLhwQcfhMvlCnYoREREREREIUMlCrh9Uk/8bcn+VnOR2hNYsvl/uGPG74IQWdfwxca/I9W40eu8w/Qsrhr/++b7oijihukf45Pv3DhWXoetxZNwsGoIPLKm+Zi1B8twzei0jgy7XUqq9iFCYdzmNiIpqkfA4wk1rJQiPProo9i1a1ewwyAiIiIiIgo5C0amIt6sa76fbj6Ge4Y9g6cm3o1U8UFU1pcHMbrO6+dDqxDlWeh1Pt82F7NPS0g1EUUR10//FD+V34OsypEtElIA8F12qb9DPS+WBuWd92qcPSCKTMnwK9CNybKMJ554Ap9//nmwQyEiIiIiIgpJeo0Kd0zqhT6RB3D/yEfx+IX3YWzSJoiCDIPaijXbng52iJ1OjdWJJVs/9dpHqtyWgSsv+sDr40VRxMS+fRXnNh4ph83pvT9VoMmuw4rjLoE77wFMSnVbFosF9913Hz788MNgh0JERERERBTSrhsdh/tHPY5h8dtbzZk8b6HeptzImlqTZRl//WIvPsmej5d3PgSrq2XPLodHh0GDPkWYwXzW88wYlKg4bndJ2HAkdKrXDGKO4rjO0C/AkYQmJqW6oX379mHevHlYtWpVsEMhIiIiIiIKeWajGfXirYpzYZo6rPz5XwGOqPP6Zm8xVmU1LrHbWTYBD29+CcdrM5vnnaZnMDB9TJvnGZkehRiTVnEuVJbw2Zwu1DpMcLh1reaiwwcGIaLQw0bn3YjFYsFbb72FN954g03NiYiIiIiI2mHamAex/ec3oFfbWs1p7a/B5nwQBq0xCJF1HpUWBx5ZmtVirMKWiKe2LMQ1/d7BgAQBN1/0e5/OpRIFTB0Qj0+3F7SaW3ugFG6PBLUquHU4J6rsePynFyBAQpS+EkmmgubbjVPHBjW2UMFKqW7A6XTivffew7Rp0/Cf//ynRUIqIiICv/71r4MYHRERERERUeiLDU9EpXyD4lyErhKrtr0c4Ig6n0eXZaOqwdlq3C1rsL36D1hwyWftOt+MgcpL+KqtLmzPqz6nGP3pWLkFACBDRJU9DlmVI7DmxGx8cuge9E4aEOToQgOTUt3Ahg0b8NRTT6G6uuUP5YgRI/DZZ5/hwgsvDFJkREREREREncclox6G06O8ZEyqfxkud+uECzValVWCZXuKFOfUooAXrh0Oo06jOO/NxMxYGDQqxblQWMJ3rMyiOJ4eY4QmyFVcoYJfhW7IbDbjH//4Bz7++GP06NEj2OEQERERERF1CknR6Shzz1eci9YXY/WO/wU4os6h1urC37/a73X+7ot6Y1ByRLvPq9eoMLlvbKvxGH0ZKsvfgiRJ7T6nPzVVSp2pd1xYgCMJXewp1Y0YDAbceOONuOOOOxAZGRnscIiIiIiIiDqdiSMexdH9n0EtelrNWaueh8dzD1Qq5eqd7uqJb7NRXu9QnMuMD8O9l/Q553PPGJiIVVklSDfnYGTCTxgRvxU9wo8DAPafuApDMy4453Ofr2PlDYrjTEqdwqRUNxATE4O//vWvWLBgASIi2p99JiIiIiIiokYZ8f2w0Xk50vRLW83FGXKxdvd7mDHqtiBEFpp+OJCDz3e0bkYOAKIALLxqKHTqc0/iXdQ3Es9OvhMJxuJWc9nHFwctKSVJ8lkqpUwBjiZ0cfleNzBixAjcdtttTEgRERERERH5wZjBj0CSBcW5qtLngr5sLFTUWCpRnXcBruv/BrSivdX87ZN6YUR61HldI8YcBjeSlCcdK87r3OejpM4Oq7N1NR0A9IlnpVQTJqWIiIiIiIiI2qF/6kgU2qcpziUaD2Lj/s8DHFFoWvbj3YjSl2Jmxtd44sLfon/03ua5nrEm/GF6X79cRxc2S3E80XAYuWWH/XKN9vJWJQUAvbh8rxmX7wXBJ598gkcffdTv533//fcxbtw4v5+XiIiIiIiIWhra7x+oPvGd4lxBwdPA0GsCHFFo2bDvM6TpPmu+n2AqxgNjH8LaE7Pw2aFf4tkFF0DvZee89hrZ93qcOPik4tyOg58gI/4Rv1ynPbztvBdn1iHC0L5dBrsyVkoRERERERERtdOwXpNQYL1QcS7FuBtbDi4PcESho8ZSiaqi3yjOTU1fjgcmrcHYntF+u16vxIEotSk3S7dbvvHbddqjoupHZEZmwaSpazHOflItsVKKiIiIiIiI6Bz07f0PWItnKs4dPf4ExvdXXlbW1S3bdCfS9OWKc9WOBMyf/KzfrylpZwL4v1bjifqdqKwvR4w5zu/XPJsk1Yv42/gdAIA6ZziKLakoaUhFWORVAIK3I2CoYVIqCOLi4jBy5Ei/n9dsNvv9nERERERERKRsbL9L8dGxkUgx7mw1l2rcgh+zvsaFg+YGIbLg+WHPIqTpv/Q6H5fyGsKNkX6/7oCMq1GT3zoppRIl7M9ZhykBXk4Zpspt/jxcW4fw6Gz0i85GhciWO6djUioIpk2bhmnTlJviERERERERUeeRlvYQpMqrFOfy8x6Ap/8VUKn80zsp1FXWl6O25LeI0CnPFziuw02Dr+yQaw/tORHfHItGuLaq1VxJ5VYAgUtK1VgqEaGrVJyLjRwUsDg6A/aUIiIiIiIiIjpHEwddiWKrcqIh0XgQq3e+HuCIgmf5j7cjQlehOFdlT8KcSa912LVFUUStW/nfwWlrXcnWkY4W7/E6l5E4PHCBdAJMShERERERERGdI1EU0SPjaa/ztsonYHPaAhhRcKzd/QHS9Eu9ziem/69Dlu2dTq0brjhuVmV16HXPVFy5V3Hc4dEhLUa5IXt3xaQUERERERER0XmYMHA28q2TFeei9cX4dsszAY4osCrqStBQ9nuv8wXOmzBh4OwOjyMhZqzieKSuHMVVJzr8+k3qLQcUx2uc6d1mKaevmJQiIiIiIiIiOk+jh/wbktzyLbZHErHuxEy8srk/6uyuIEXWsSRJwopNNyv2cgKASnsK5k36T0Bi6Z8+0evcwfxNAYkBADzOw4rjTvQOWAydBZNSREREREREROdpQNpoFDrmN9/fWToef//xVbyXfS/yasLx3x+OBTG6jvPlpkeQZlyjOCfJAlIz3kCYITA7xSdHZ6DGEac4V1qxNSAxAIBeyFEc12j7BiyGzoJJKSIiIiIiIiI/uGTMQhysGoantj6Dl3f9HcUNac1zb23KQXFt1+ot9dOBbxHp9t5Pq9j9C4zrf1kAIwLqPcrNzt2OXQG5vsPlQJSuUHEuMnxAQGLoTJiUIiIiIiIiIvKDlJiesIYtxuHqwa3mHG4Jz69WXtbVGRVW5qA8/xaoRY/ifIU9DVdOeiXAUQFa/QjF8XB1YJqdHy/ZD7XoVpxLjh0akBg6EyaliIiIiIiIiPzkzim9EWPSKs59sbMAB0vqAhyR/zlcDqzfeqXXPlJOjxaZfT+CUR8W4MiAhNhxiuPh2ioUVBzv8Ovnl+1WHJdkEX2Sh3X49TsbJqWIiIiIiIiI/CRMp8bvp2Uqzkky8OyKgwGOyP8+W3cnko17vM47TM9gWK9JAYzolIHp3q97KP/HDr9+Ve1+xfFqRzKMOlOHX7+zYVKKiIiIiIiIyI+uG5uOnrHKCYh1h8qx+WhFgCPyn5Xb/otU7fte5/MdV2P2+PsDGFFL8ZHJqLYnKs6VVXV8s3OXQznpaJW4854SJqWIiIiIiIiI/EijEvGXS/t5nX96xUFIkhzAiPwj+8Q2oNZ7wqnEOgBXXfxu4ALywiIpNzv3BKDZuRZHFcdVWu/fD90Zk1JEREREREREfjZzcCJGpEcqzu0rrMG3e/YGNqDzVGlx4JXVK6EWXYrzFlc4xo/+CgatMcCRtaY1Kjc7j1BnQ5KkDruu2+NGtDZP+drm1s3viUkpIiIiIiIiIr8TBAEPzRrQajwj/Aj+MuZv8JRNR2VdWRAia78Ghxu3vbsNK46OxAs7HoHdrW8xL8kCwhPfREZ83yBF2FJSzHjFcbO2BvkVxzrsusdLsqBRKSftUmLZ5FyJOtgBUPCNGzcOhw4dCnYYREREREREXcqYjGjMGJiA1dmliDOUYEHf9zE+aUPz/PIfb8CNl66GKIZuvYjLI+Gej3ZiT0EtACCrciSe+flp/GHUowjXNY6Vy7/HtUOuDmaYLQzqMQn7Khs/d0sqFNRnIKcuE7m1fXB9tAc94jvmunmlu6BRGJdkAX2Slau3ujsmpYiIiIiIiIg6yJ8v7Ydo6WlMS18KtehuMZdmWIulPy3EvAsfCFJ0ZyfLMv76xV6sP1zeYjy3LhNPbn0Ofxr9MJzIxPWXPhekCJXFhMfjy+MPYF9JPAosGXBJ2ua5wcXAzKEdc92q2v1IEFqP1zgSEWYwd8xFO7nQTccSERERERERdXKZCWYMTtK2Skg1MdofQdaJnwMclW8WrjqEL3cWKs6VWZPxybHXcNmkL6BSqQIcWdsk/dXIqevbIiEFAHtPVnx1BKedO++1F5NSRERERERERB1o7uT/osKepjinVTmRnXUtrHZLgKM6u3d+zMFrP3jvv5QSacBrt8xEjDkugFH5bmhqhOL4/sJayHLH7HyowRHFcUHDnfe8YVKKiIiIiIiIqAOZDRHI7PsRXJJyB504Qy6+WH9bgKPybtmeIjz+TbbX+UijBu/dNgaJEXqvxwTbkJRIxfFqqwsF1Ta/X8/j8Zxl571Bfr9eV8GkFBEREREREVEHG9ZrEurUf/M6n6b7DKu2vxnAiJSt27cCf/1sO7wVE+k1It76xRj0iQ/tHkmDU8K9zu0r9P8Svtyyg9CqHIpzybHD/X69roJJKSIiIiIiIqIAuHLiw8i3TvY676m+Hzmlyn2JAuGHvYvhLp+DO4c+CY3obDWvEgW8esNIjOoRFYTo2ses16BXrElxriP6SuVWuvDN8auwq2wsShuSIMmnOp5z5z3vuPseERERERERUQCIooiZFy7C5i1DEaGraDVv1Fjw045rkTpjGzRqrcIZOs76vZ/CVX4zNCo3hsdvw29H/BOv7Ppbi0bhT105GFMHJAQ0rvMxJDUCxysaWo3vK6zx+7WOVJrx+eFfNt/XiA4kmQrRL7YKF10U6ffrdRWslCIiIiIiIiIKkLiIJMSlvQVJVn47nmzci8/X/z6gMW3Y9wUc5TdDo3I1jw2N24HfjXwCGrFxSdqfZvTFtWPSAxrX+RqSotzsfG+B/5udHylt2ajeJelwor4XXNrL/HqdroZJKSIiIiIiIqIAmjBwDkqlu73OJ4j/xXc73w1ILJv2L4G97EZoVa2X6w2J3YX7Rj6B2yYk4TcX9wlIPP40NDVScbze7kZepdWv1zpSVq84nhkf5tfrdDVMShEREREREREF2FVTnkeRdZjinCjIUNX+Cp9v+AckSeqwGDZnL4W19HqvDboBIMLcF3+/YjgEQfB6TKgalBwOQQBUggs9wo/iorQVuHXQy3j0gvuQnfOR364jSTKOllkU5zITQrshfLCxpxQRERERERFRgGnUWlw4+jPs3zMSJk3rhIYoSIiVnsRH3x3CNZd8AJ1G59frb9z/JaylN0B3loRUvv1q3DD9Y4hi56xnMenU+NOY59E3cgM0orvFXGHNVgB3+uU6RbU2WJ0exTlWSp1d5/zOIiIiIiIiIurkesRnQhvz8lmPSdN9hs+/m4jKujK/XNPlduKTtffCVX51Gwmp+bhh+idQqVR+uW6whBsMrRJSAADXHr9d44iXKikA6MOk1FkxKUVEREREREQUJNNH3ooC5y1nPSbFuB3rfhyNI4V7z+taeWVH8NnqMUhSvQpR8L4sMN8+DzdM/7TTJ6QAwGAaoTgepTnkt6WRR0uVk1JJEXqY9Rq/XKOrYlKKiIiIiIiIKIiun/o2itxnX0oWa8jH4eyJ2Jy99Jyu8d3Od7B/z0gkG8+e2Mq3zcYN0z/vEgkpAEiJG684btRYkFN6wC/X8NbknFVSbWNSioiIiIiIiCiIVCoVbpj2P9Trn4db8t762aSpx5ItH+HBL/fix6MV8Ehym+e22i34cNV10NTdpti76nT5tstx/Ywvu0xCCgAG9pgASVZu0n6k8Ee/XOOwl0qpvmxy3iY2OiciIiIiIiIKAbPH34+fDvRFZcENCNPUtZrfUToenx++CTLy8cnP+YgN0+KywUm4YmgSxmREQxQF1FgqsT9vI4rKN8Nh3YEI9W6k6qravHaB43pcP+N9qFVdK00QYYxClSMVsfr8VnNVNdtxvs3OJUnChJiHkaFLQKElHUWWNJQ2pMAta9jk3Add67uNiIiIiIiIqBO7YMDlOBqxCbv2zEacIa95PLe2N/6390+QT1vwVGFx4oMtefhgSx4Sw/UYmbAVV/X6O0RBRjwAGNu+ntUVBnX0i7jpol/5/8mECJs8CEDrpJTsPP9m5wWVxzA28fsWYx5JRJk1Gb2iPgOQft7X6Mq4fI+IiIiIiIgohPRJHoKpE7ejwDoOAFBtj8aLO/8Bp0fv9TEldXZsL4yDKLS9pK9JkXUoBg7bgRmjum5CCgD0RuVm5xGag+fd7DyneFerMZUoISmsAL0Tep3XubsDJqWIiIiIiIiIQky0ORbXztiAE/ab8eLOh1HjiG3zMWXWJFicbS8Zk2QBxZ57cPWMbciI7+uPcENaUuxYxfEwTR3yyg+f17nLa/Ypjtc5oxETHn9e5+4OmJQiIiIiIiIiCkEatRa3zHwf90y/ElFGjQ+PEJBTl3nWI2odMdDFL8H1U1+FRq31T6AhbkD6hV7njhRsPq9z26z7Fcfr3ayS8gWTUkREREREREQh7Nox6fjpwal47caRuHxIEvQa72/lc2qUK5/ckgr5titwwbi9uHDQ3I4KNSTFmONQaU9WnKuo3nZe59bJexXHZXX/8zpvd8FG50REREREREQhTq9R4bIhSbhsSBIaHG6sPViGZXuKsP5QOZyeU32Rjtc2JqUsrnDUuAZBpRuJhJjxGJpxCaZFKidmugOrPAgxKGo1Lp1Hs3OLrR6x+lzFuaiIMed83u6ESSkiIiIiIiKiTsSkU2POsGTMGZaMOrsLa7JLkVPRAJdHxsCkfkhLuBY9EwZAFLk4qonWMALAd63GI9QHIEnSOX2tsvI2QRSUG6X3Sva+ZJBOYVKKiIiIiIiIqJMK12swf2RqsMMIeUkxYyFVth43a2tQUHkc6XF92n3O/LKfoNR+3uY2om/y8Hafrzti2pSIiIiIiIiIurSzNTs/fI7Nzm0N2xXHq5wDoFKpzumc3Q2TUkRERERERETUpcVFJKLanqg4V151bs3ODYLyznvQDDun83VHTEoRERERERERUZdnkQYqjnscu9t9rmpLBWL1+YpzMVHj2n2+7opJKSIiIiIiIiLq8rSG4YrjZtWBdp8rK2+T17m+qRPbfb7uikkpIiIiIiIiIuryEmLGKo5H6CpRVJnbrnMVlf+kOG5xhSMjvn97Q+u2mJQiIiIiIiIioi5vQJr3ZucHC35s17kc1p2K4zWugRBFplp8xa8UEREREREREXV5CVGpqHHEKc6VVrSv2XmYqNzkXKUb0e64ujMmpYiIiIiIiIioW6j3DGo15pLUqG6o8PkcpdWFiNKXKM7Fssl5u6iDHQARERERERERUSCo9WNxrKYYubV9kFvXG3l1fVBoSUd8eBjumePbOQ6c2Oh1bkD6JD9F2j0wKUVERERERERE3UJC8h9w2+rJrcaLa+2osDgQG6Zr8xwllVuRqLDurNYRg9TYXv4Is9vg8j0iIiIiIiIi6hYGp0R4ndtfWOvTOVx25SbndQpLA+nsmJQiIiIiIiIiom4h3qxHvFm5GurnnCqfzhGuylIc1+hHnnNc3RWTUkRERERERETUbQxLi1QcX3ugrM3HFlQcR4SuUnEuMYZNztuLSSkiIiIiIiIi6jam9I1THD9UWo/8KutZH3sgfxfckkpxbmCP1r2q6OzY6JyIiIiIiIiIuo2pA+Lx96+U574/WIZfTMjw+ti95YPx3x8+RZo5Fz0jjqBnxBFkhB+BQeNGfGRyh8TblTEpRURERERERETdRlKEAYOSw5FVVNdqbs2B0rMmpfYU1MIl6XC8th+O1/ZrHr9iSCwWdESwXRyX7xERERERERFRtzJ1QILi+NbjVbA43IpzsixjX0GN4tzg1Fh/hdatMClFRERERERERN3K1P7xLe6btTWYmPId7hzyBDZnfaz4mJyKBlRbXYpzQ1Mj/B5jd8Dle0RERERERETUrQxJicCg+BL0DNuA4fFb0SviMERBBgDkl8UBuKXVY77cWej1fINTmJQ6F0xKEREREREREVG3IooCrhv4LdL0S1rNRYrr4fa4oVadSpm4PRI+25GveK6hqREI12s6LNaujMv3iIiIiIiIiKjbSYyfozhu1tZi59G1LcbWHy5HaZ1D8firR6f5PbbugkkpIiIiIiIiIup2xg+4Ei6PcoXT0fyWFVSLtilXSek1IuYMS/Z7bN0Fk1JERERERERE1O2YDREodYxRnFO7vmv+vKSmGusOFiseN2tIEiIMXLp3rpiUIiIiIiIiIqJuyRR+meJ4vOE4ckoPAgDW734Kz066DfP6fIRYQ2mL464bk97hMXZlTEoRERERERERUbc0su+1Xud2HfkUkiRBbf8EMYYKzOvzCRZOvh1/HP0PjEnYhMw4DcZkRAUw2q6Hu+8RERERERERUbfUIz4TW3ZkIsFwpNWctW4FfjowDDH6wuYxUZAxJHYXhsTuQhkAQZgRwGi7HlZKEREREREREVG3JWmnK44nG7aiouB2xTm3pMLEoXd1ZFjdApNSRERERERERNRt9U1foDguCjIidBWKc8X2yUiO7tGRYXULTEoRERERERERUbc1vNcU1Dmj2/WY1BTlCipqHyaliIiIiIiIiKjbUqlUqBfm+3x8rSMWkwZf04ERdR9MShERERERERFRtzZz/FMotg7y6Vir+hqoVdw3zh+YlCIiIiIiIiKibi3GHIf503egRvM0KuxpXo9zS2qMG3RvACPr2piUIiIiIiIiIqJuT6fRYd6F/9/efQZGUS1+H/+lEkJLAQkkKE2qoUhTQVCqgAqIIIpYESkqoFeKileuqFERuBBAwUIREFGQK026ioB0CWDoJQQIJZSEBBOSPC94kj+zs5vsbja7Ab6fV5mTMzNnk51M5renDFOXNoeVUWqG4lPqmepc9H1LlcNqur9xNyn6mwEAAAAAAPx/Pj4+alW/l1S/l7bsX6WD8cuUnpaganf0VPM723i6eTcVQikAAAAAAAArGt7ZSg3vbOXpZty0GL4HAAAAAAAAtyOUAgAAAAAAgNsRSgEAAAAAAMDtCKUAAAAAAADgdoRSAAAAAAAAcDtCKQAAAAAAALgdoRQAAAAAAADcjlAKAAAAAAAAbkcoBQAAAAAAALcjlAIAAAAAAIDbEUoBAAAAAADA7QilAAAAAAAA4HaEUgAAAAAAAHA7QikAAAAAAAC4HaEUAAAAAAAA3I5QCgAAAAAAAG5HKAUAAAAAAAC3I5QCAAAAAACA2xFKAQAAAAAAwO0IpQAAAAAAAOB2hFIAAAAAAABwO0IpAAAAAAAAuB2hFAAAAAAAANyOUAoAAAAAAABuRygFAAAAAAAAtyOUAgAAAAAAgNv5eroBgDMyMjKslp85c8bNLQEAAAAA4OZl6znb1nO5IwilcENKTEy0Wt61a1c3twQAAAAAgFtPYmKiypcvn69jMHwPAAAAAAAAbkcoBQAAAAAAALcjlAIAAAAAAIDbEUoBAAAAAADA7byysrKyPN0IwFFpaWnat2+fqTwkJEQ+Pj4eaBEAAAAAADefjIwMq4uNVatWTf7+/vk6NqEUAAAAAAAA3I7hewAAAAAAAHA7QikAAAAAAAC4HaEUAAAAAAAA3I5QCgAAAAAAAG5HKAUAAAAAAAC3I5QCAAAAAACA2xFKAQAAAAAAwO0IpQAAAAAAAOB2hFIAAAAAAABwO0IpAAAAAAAAuB2hFAAAAAAAANyOUAoAAAAAAABuRygFAAAAAAAAtyOUAgAAAAAAgNsRSgEAAAAAAMDtCKUAAAAAAADgdoRSAAAAAAAAcDtCKQAAAAAAALgdoRQAAAAAAADcjlAKAAAAAAAAbkcoBQAAAAAAALcjlAIAAAAAAIDbEUoBAAAAAADA7QilAAAAAAAA4HaEUgAAAAAAAHA7QikAAAAAAAC4na+nGwAAwM1s//796ty5s65evaq9e/d6ujkAANwS/v77b82YMUObN29WQkKCihYtqvLly6t169Z68sknFRoa6ukmApDklZWVleXpRgAAcDO6fPmynnzyyZwwilAKAICCN2XKFI0bN04ZGRlWvx8SEqLPPvtM9913n5tbBsASoRQAAAUgNTVV/fr104YNG3LKCKUAAChYs2fP1siRIyVJAQEB6tatm+rWrauUlBQtX75c69atkyQFBgZqzpw5qlGjhiebC9zyCKUAAHCxuLg4DRw4ULt37zaUE0oBAFBwEhIS1K5dO6WmpqpEiRL69ttvTaHTtGnT9NFHH0mS6tWrp7lz53qiqQD+PyY6BwDARbKysrRw4UI99thjpkAKAAAUrGnTpik1NVWS9Nprr1ntBfXcc8/poYcekiTt2LFDv//+u1vbCMCIUAoAABfYs2ePHn/8cQ0ZMkSXLl2SJPXo0UNly5b1cMsAALg1LFq0SNK1YXvdu3e3We/555/P+Xrx4sUF3i4AthFKAQDgAqtWrdKuXbskSaGhoRo7dqxGjhwpX18WugUAoKAdPHhQp0+fliQ1bNhQAQEBNutGRkaqRIkSkqS1a9e6o3kAbCCUAgDARQICAtS7d28tW7ZMHTp08HRzAAC4ZcTGxuZ8Xa1atVzr+vj4qEqVKpKk8+fP69SpUwXaNgC28fEtAAAu0KZNG/Xq1UtBQUGebgoAALec48eP53wdERGRZ/3y5ctrx44dOfuGhYUVVNMA5IJQCgAAF2BJaQAAPOfcuXM5X4eEhORZ//oPkS5cuFAALQJgD0IpAMAt5+DBg5o6dapT+xYvXlzvvPOOi1sEAADy48qVKzlf5zafVLYiRYrkfJ29Yh8A9yOUAgDccs6ePasFCxY4tW/p0qUJpQAAKGSuXr2a87Wfn1+e9f39/XO+zsjIKJA2AcgbE50DAAAAAG5o1/eOSk9Pz7N+Wlpaztf2hFgACgY9pQAAt5wmTZpo7969nm4GAABwkcDAwJyv//nnnzzrXz/cr2jRogXSJgB5o6cUAAAAAOCGVrJkyZyv7Zm4/OLFizlfh4aGFkSTANiBUAoAAAAAcEOrXLlyztcnTpzIs/71dcqXL18gbQKQN0IpAAAAAMANrXr16jlf79u3L9e6GRkZOnDggKRrvaTKlClToG0DYBuhFAAAAADghlahQgWFh4dLkjZv3myYyNzSX3/9peTkZEnX5pkE4DmEUgAAAACAG16HDh0kScnJyZo3b57Net98803O1w8//HCBtwuAbYRSAAAAAIAb3tNPP52zCt/o0aO1bds2U51p06Zp+fLlkq4N+XvwwQfd2kYARl5ZWVlZnm4EAAA3q5YtWyo+Pl6StHfvXg+3BgCAm9vMmTM1atQoSZKfn5+6dOmihg0bKi0tTcuWLdO6deskSf7+/po9e7YiIyM92VzglkcoBQBAASKUAgDAvSZNmqTo6GhlZGRY/X6JEiU0ZswYNW/e3M0tA2DJ19MNAADcnNLS0vTII4/oyJEjkvIfyOzatUs//fSTtm3bpvj4eCUnJ8vf31/h4eGqW7euOnTooKZNm7qg5QAAwJob5d7ev39/tWzZUt9++602btyo06dPy9vbWxUqVFDz5s317LPP6rbbbstX2wG4Bj2lAAAF4uOPP9bXX3+ds+3sP66nT5/Wv//9b61evTrPuo0bN1ZUVFTO6jsAAMB1uLcDcDUmOgcAuNxPP/1k+KfVWQcPHlS3bt3s+qdVkjZt2qRHH33U6sSmAADAedzbARQEekoBAFzq559/1rBhw3T16lVDuaOfpp4/f15du3bNmY9Jknx8fNSmTRvdf//9Kl26tM6ePavffvtNq1atMpwvODhY8+bNU4UKFfL3YgAAAPd2AAWGUAoA4BKZmZmaMmWKxo0bJ2u3Fkf/cR08eLCWLFmSs12mTBlNnDhRdevWNdXduXOnBg4cqBMnTuSUNW7cWDNnznTonAAA4P9wbwdQ0Bi+BwDIt7Nnz6p3794aO3as1X9aHbVjxw7DP61+fn6aMmWK1X9aJalOnTr6+uuvFRQUlFO2adMmrV27Nt9tAQDgVsS9HYA7EEoBAJyWmZmp+fPnq3Pnzvrjjz9cdtxp06YZtnv16qVatWrluk+lSpX05ptvGsq++OILl7UJAIBbAfd2AO5EKAUAcMrq1av16KOPavjw4Tpz5kxOube3t9544w2nj5ucnKyVK1cayp566im79u3UqZOCg4Nztrdv366TJ0863RYAAG4l3NsBuBuhFADAYZcuXVK/fv20f/9+Q3lYWJimTJmiPn36OH3sjRs3Kj09PWe7Zs2adk9q6ufnp+bNm+dsZ2VladmyZU63BQCAWwX3dgCeQCgFAMg3Hx8f9ezZU4sXL9b999+fr2NZLvncoEEDh/a/++67DdubNm3KV3sAALgVcW8H4A6+nm4AAODG5eXlpXbt2mngwIGqXLmyS465b98+w3a1atUc2r9q1aqG7djY2Hy3CQCAWwX3dgDuRCgFAHCYj4+Pnn/+eT355JO64447XHrsY8eOGbZvv/12h/aPiIgwbJ86dUppaWny9/fPd9sAALhZcW8H4AmEUgAAhxUrVkzDhg0rkGNfP7GqJN12220O7R8aGiovL6+c5aszMzN17tw5lStXzmVtBADgZsO9HYAnMKcUAKDQSE1NVUpKiqGsZMmSDh3Dz89PRYsWNZRdvHgx320DAACO494OIDeEUgCAQiM1NdVUFhgY6PBxLPex/GcYAAC4B/d2ALkhlAIAFBrXLxedzc/Pz+Hj+Pj4GLavXr3qdJsAAIDzuLcDyA2hFACg0MjIyDCVeXs7fquy/Mc1MzPT6TYBAADncW8HkBtCKQBAoeHra15/w9o/s3mx/FSW1XkAAPAM7u0AckMoBQAoNAICAkxlaWlpDh+Hf1wBACgcuLcDyA2hFACg0ChRooSpe35ycrLDx7l8+bJh29FVfgAAgGtwbweQG0IpAECh4eXlpeDgYENZYmKiQ8e4dOmS6dPU0qVL57ttAADAcdzbAeSGUAoAUKhUqFDBsJ2QkODQ/pb1S5Uq5dTS0wAAwDW4twOwhVAKAFCoVKpUybB95MgRh/Y/evSoYbtq1ar5bRIAAMgH7u0AbCGUAgAUKpGRkYbt3bt3O7R/TEyMYbtWrVr5bhMAAHAe93YAthBKAQAKlSZNmhi2//zzT2VlZdm9//r16w3b9913n0vaBQAAnMO9HYAthFIAgEKlSpUqqlixYs72mTNntG7dOrv2PXTokOHT1GLFiumee+5xdRMBAIADuLcDsIVQCgBQ6HTr1s2wPXbsWKWlpeW536effmr45PXRRx9lIlQAAAoB7u0ArCGUAgAUOj169DAsH717924NHz5cGRkZNvcZPXq0Vq9enbNdpEgRvfTSSwXaTgAAYB/u7QCsIZQCABQ6xYsX15AhQwxlixYtUs+ePbVjxw5D+YEDB9S/f39NnTrVUD5gwACFh4cXdFMBAIAduLcDsMYry5EZ5gAAsFP16tUN23v37nX4GB988IFmzJhhKi9TpozKli2r8+fPKz4+3vT9tm3bavz48fLy8nL4nAAAwDru7QBczdfTDQAAwJa3335bgYGBmjJlijIzM3PKz5w5ozNnzljdp2vXrvrPf/7DP60AABRC3NsBXI+eUgCAAuGKT1Oz7dmzR+PGjdP69euVnp5utU79+vXVr18/tWjRwunzAAAA27i3A3A1QikAwA0jKSlJmzdv1unTp3XhwgUFBAQoLCxM9erVU1hYmKebBwAAHMS9Hbi1EUoBAAAAAADA7Vh9DwAAAAAAAG5HKAUAAAAAAAC3I5QCAAAAAACA2xFKAQAAAAAAwO0IpQAAAAAAAOB2hFIAAAAAAABwO0IpAAAAAAAAuB2hFAAAAAAAANyOUAoAAAAAAABuRygFAAAAAAAAtyOUAgAAAAAAgNsRSgEAAAAAAMDtCKUAAAAAAADgdoRSAAAAAAAAcDtCKQAAAAAAALgdoRQAAAAAAADcjlAKAAAAAAAAbkcoBQAAAAAAALfz9XQDAACwdOLECe3fv1/x8fFKTk7W1atXVbRoUZUsWVIRERGqVq2agoODPd1MAAAAAPlAKAUAKBRiY2P1448/auXKlTpx4kSe9atUqaI2bdqoS5cuqlixYsE3EDe11NRUFS1aNNc6w4YN04IFC3K2GzdurJkzZxZ003AdR34Hf/75p5555hlD2apVqxQREVGgbXTElStXFBAQ4OlmoJCoXr16nnVatWqlSZMmuaE1rtGwYUMlJSXlWoe/pcCtjeF7AACPOnHihPr3769OnTppxowZdgVSknTw4EF9/vnnat++vV5//XUlJCQUcEtxM0pNTdWYMWP04YcferopuMWsXbtWHTp08HQzAADwKEIpAIDHrF+/Xo888ohWrVrl9DEyMzO1ePFiPfzww1q/fr0LW4eb3Zo1a9SxY0d98cUXSk9P93RzcIs4efKkXnnlFb388suKj4/3dHMAAPAohu8BADxi+/btevnll5WWlmYoL1asmFq2bKk6deqoUqVKKlGihAICApScnKzExET9/fff+v333xUTE2PY79KlS+rTp4+mTp2qe++9150vBTegUaNGMVwEbrdlyxa99NJLSklJ8XRTcAO46667FB4ebiiLjIz0UGuc06pVK6WmphrKdu3aRSALIAehFADA7VJTUzV48GBDIOXt7a3evXurX79+CgwMtLlv27ZtNXDgQO3cuVMjRoxQbGxszvfS09M1aNAgLVmyRKGhoQX6GnBj27t3r6ebgFvQsWPHCKRgt549e+qxxx7zdDPy5eOPPzaVWc4NB+DWRigFAHC7GTNm6OTJk4ayUaNGqWvXrnYfo06dOpo7d6569+6tzZs355RfuHBB48eP18iRI13WXkCSoqKiFBUV5elmwE5NmjQhfAQAoJBjTikAgNvNnTvXsN2mTRuHAqlsAQEBGjdunEqUKGEoX7hwoZKTk/PVRgAAAAAFi1AKAOBWhw8fNs0lkZ/hCaVLl1avXr0MZampqdq4caPTxwQAAABQ8AilAABudfDgQVPZ7bffnq9jduzY0VT2999/5+uYAAAAAAoWc0oBANzK2iS/Fy5cyNcxq1SposDAwJxjFytWTBkZGU4fLzY2VocPH9a5c+d0+fJlBQcHKzQ0VPXq1SuwCdT37t2rXbt26dy5c5Kk4OBgVa9eXTVr1pSfn5/LzhMXF6f9+/frwoULunjxolJTU1WkSBEFBwcrPDxctWrVMg2HzI+UlBT9/vvvOnr0qIoXL67IyEiHVo9KTk5WTEyMzp07p4sXL+rSpUvy8fFRsWLFFBYWpmrVqqlChQoua687JCUlafv27UpISND58+fl5+enkJAQlS9fXnXr1pW/v3+BnPfgwYPas2ePEhISlJGRodDQUJUvX14NGjRQkSJFCuSc9jpy5IhiYmJ05swZZWRkKCwsTJUrV1bt2rU91qaMjAzt27dPe/fu1fnz55WWlqZSpUopODhYFStWVPXq1T3Wtmyeuj5Onz6tnTt36vjx40pNTVVQUJDKlCmju+++WyEhIS49z549exQXF6fk5GQVLVpUQUFBql69uqpVqyYfH598nyP7ejxz5ozOnTsnf39/hYaG6vbbb1dkZKS8vW/8z/CTkpK0detWHTlyRCkpKQoMDFRERITq1aun0qVL57pvVlaWYmJiFBsbq8TERPn7+yskJER16tRR5cqV3fQKANzMCKUAAG5lLfBYvny5GjZs6PQxvby8tGDBAhUtWlTBwcFOPdQnJCRo6tSpWr58uRISEmyeJzIyUk888YS6dOli9wPRhAkTFB0dnbM9cOBA9e/fX5K0YsUKjRs3TgcOHLC6b0hIiLp06aI+ffooKCjIsRf1/23ZskU//PCD/vzzT504cSLXuj4+PmrQoIF69uypdu3aycvLK8/jX/9wXqJECW3ZskWStHLlSr333ns6c+aMoX7FihXVr18/derUyerxT58+re+//15r167Vnj178gwYIyIi1LlzZ/Xq1SvXn1FuIcKCBQtMq0FZTpJtuWJU48aNNXPmzFzbli0jI0O//PKLZs6cqb/++svmawoMDNR9992n3r17q379+nYdW5JatmxpGBa7efNmlSxZUlevXtXcuXM1ffp0HT161OY5H3zwQb366quqVKmS3efMr6tXr+qHH37QrFmztG/fPqt1qlSpomeffVbdu3e36714vT///FPPPPOMoWzVqlWKiIjIdb99+/ZpxowZWrZsmZKSkmzWK126tJo1a6annnpKdevWtVkvr5XGLN+XH330Ua5Dmgvq+rDV3okTJ6p169aSpF9//VVTpkzJucYtZf/96Nu3r5o2bZrnuaxJS0vTwoUL9f3332vnzp0265UsWVKdO3fW888/r/Llyzt8nqVLl2r27Nnatm2brl69arVOUFCQWrZsqf79+xfa8Nvyfd6hQweNHTtWknT06FGNGzdOK1asUHp6umlfb29vtWjRQkOGDDEFTOnp6fr222/1zTff2LwnVq5cWa+++qo6dOjgwlcE4FZz40f/AIAbirVgYPbs2fmeA6pixYoqW7asw4FUVlaWJk+erHbt2mnmzJk2//nOrrtz5069/fbb6ty5s3bv3u10ezMzMzVy5Ei98sorNgMpSUpMTNRXX32ltm3batWqVQ6d49SpU3rxxRfVs2dPLViwIM9ASroWnmzatEkDBw5Ur169dPbsWYfOmW3Dhg167bXXTIGUdK1XzIQJE0whQ2ZmpiZPnqw2bdpowoQJiomJsavH2/HjxxUdHa127dpp7dq1TrW3IMXGxqpTp04aPHiwtm3blutrSklJ0cqVK9WjRw8NGDBAiYmJTp83Pj5e3bt313/+8x+bgVT2ORcvXqxHHnlEX3/9tdPnc8ShQ4fUpUsX/fvf/7YZSEnXene9++67evHFF3X+/PkCb9f48ePVuXNnzZs3L9dASpLOnj2rn376Sd27d9e//vUvq71AXcmT18eVK1f05ptvqk+fPjYDKen//n688MILGjx4sNUgJDcbNmzQQw89pHfeeSfXQEqSLl26pBkzZqhjx46aN2+e3ec4cOCAunfvrkGDBmnTpk02AynpWi/e+fPnq3379vr000/z1QPX3RYsWKDOnTtryZIlNn8PmZmZWrNmjbp27arff/89pzw+Pl7dunVTVFRUrvfEQ4cOafDgwXrvvfdc3XwAtxBCKQCAW5UvX141a9Y0lKWnp+ull17SmDFjnA5BnJGWlqbBgwdr3LhxSk1NdWjfffv26emnn9aaNWucOvd7772n2bNn213/4sWLGjBggL777ju76h86dEhdu3bVunXrnGqfdK23TZ8+fXJ9aLMmOTlZQ4YMyfUB7qGHHjJsZ2RkaNCgQRo3bpyuXLniVHsvXLigV155Jc+HWXf6+eef9fjjj2v//v0O77ty5Up1797d6jxseTlx4oR69uzpUHCanp6ujz/+2KH3pTNiYmLUrVu3XMMoS3/88Yf69OlToMHPqFGjNHHiRKeCh59//lm9e/dWWlpaAbTMs9dHWlqa+vXrp//9738O7bdkyRK9+eabdtefNWuWnn/+edNCGHlJSUnRO++8oy+++CLPuhs3btSTTz6pv/76y6FzpKen68svv1T//v0LPHx0hdmzZ2vYsGF2tzUlJUWvvfaa4uLidPz4cT311FMOzcs4Z84cTZ8+3dnmArjFMXwPAOB2vXv31htvvGEoS0tL0xdffKGvv/5aTZs2VevWrdW8eXOVLVu2wNrxxhtvaPny5abye++9V23atFHVqlVVvHhxJSYmKiYmRosXLzb0akpJSdGrr76qb7/9VvXq1bP7vEuWLDGEFAEBAXr44Yf14IMPqmzZsrp48aI2b96sH3/80dDTKCsrSyNHjlRERISaNWtm8/hXrlzRgAEDTAFfcHCwHn74YdWvX1/ly5dX0aJFdfnyZZ08eVLbtm3T4sWLTfN77d69W3PmzDGtcJibiRMn6vTp07nWsRzuMXHiRP3yyy+GMi8vLz3wwANq0aKFKlWqlDMc7fz584qNjdXSpUtND07p6el67733NH/+fNM527Vrl/P1pk2bDD1vwsPDddddd9n9Gu2xbt06DR8+3NRLoWTJkurQoYOaNm2qsLAwpaWl6fjx41q9erVWrlxpCEXi4uL0zDPPaP78+Q5dC4MHD9bJkydzths3bqy2bduqevXqCgwM1KlTp7Ru3TotXLjQ9OA6evRotW3bNs+5Zpxx5swZ9enTR8nJyYby4sWLq0uXLmratKnKlCmjixcvKiYmRgsWLNCRI0ckSTt37lRMTIzL2yRJa9euNQ3FLFasmDp16qSGDRvmXC8pKSk6fPiwVqxYYQqkt27dqmnTpqlPnz6G8sjIyJyfcXx8vHbt2mX4/vXvS+nae9GSO64PWyZMmKBDhw7lbFesWFGPPvqo6tatq+DgYJ07d04xMTGaO3euqVfN0qVL1aVLF7Vo0SLXcyxdulT/+c9/TOWhoaHq2LGjmjRpottuu02ZmZnau3evFixYoO3btxvqjhkzRjVq1LB5rpiYGPXu3dt0PQYFBalTp05q3LixbrvtNqWnp+vEiRP69ddf9csvvxiCxrVr1+qNN97Q5MmTc309nhQTE2N4r5QsWVLdunVT/fr1Va5cOSUlJWnjxo2aMWOG4dpPSUnRp59+qiNHjujUqVOSJH9/f3Xq1En333+/ypUrp5SUFO3evVuzZs0yhYfR0dHq1q2bAgMD3fNCAdw0vLKysrI83QgAwK2nX79+Wr16dZ71KlWqpEaNGqlBgwZq2LBhnvPB2GvmzJkaNWqUoaxs2bIaPXq0GjdubHWfzMxMzZ49W1FRUYYHm/DwcC1YsEClSpWyup/lnFLXq1mzpsaOHWt1Lp+kpCSNGDFCS5cuNbVz2bJlNv/5nzJlij777DNDWfPmzTVmzJhcJzFPTk7WiBEjtGTJEkN5rVq17J4Tx8/PT97e3vrnn38kXXuobNasmUJDQxUfH68NGzYoKChIK1asyNnn5MmTatOmjeFnGhQUpM8//zzPeZV++uknvfPOO6YHzYULF6pGjRo29+vVq5c2bdqUs92lSxdFRUXlei5H5pQ6efKkOnToYAp82rdvr3fffdfmZNCxsbEaMmSIaT6ru+++WzNnzpSvr/XPEy3nlMpWpkwZRUVF2Qwx4+Li1LdvX9MQ0kGDBqlfv35W98mPAQMGaOXKlYayxo0ba/To0VZDt7S0NEVHR9vsBZPb78CROaWeeuopbd26NWe7cuXK+uabbxQWFmbztfz6668aOHCgoZdlaGiofvvtN5u/p/nz52v48OGGMsvftSV3Xx+25sDy8/PTv/71L/Xq1cvqfHqpqakaMmSIKei/77779M0339hs45kzZ/TQQw+Zgsru3btr6NChKl68uNX9Zs2apVGjRikzMzOnrGzZslq5cqVpGHdSUpK6dOmiuLg4Q3mPHj00ZMgQFStWzOo5jh49qqFDh5oCsGHDhun555+3+Zqc5ej8YpL193m2Vq1a6dNPP7X6+vbu3asePXrY7E1Vq1YtTZgwwer1kpycrL59+2rz5s2G8qioKHXp0iXX9kr5m58PwM2H4XsAAI/47LPPbIY/1zt8+LC+//57DR06VK1atdIDDzygt956S0uWLDE9xNgrMTFRo0ePNpSVK1dO8+bNy7VN3t7eevrppzVhwgTDQ1l8fLy++uorh9tRo0YNTZ8+3ebk0iVKlNCYMWPUvn17Q3lCQoJmzZpldZ/MzEx9++23hrKIiAj997//zXNVveLFi+vTTz9V1apVDeV79uyxe26j9PT0nEDq8ccf18qVK/XJJ59o6NChGj9+vH799VeNGTPGsM/s2bNND82ffPKJXRN9d+7cWa+88oqpfP369Xa1t6BMmjTJ9LD3xBNPaOzYsbmuTlajRg3NmjVLderUMZRv27ZNP/30k0NtKF68uKZPn55rr7oKFSooOjratMKjs8NScxMTE2MKpOrVq6cpU6bY7AXm7++v119/XYMHD3Z5e7KdP3/eEEhJ14by5RZISVKLFi1Mw9POnTtnOlZ+FZbr46OPPtJzzz1nc4GHokWL6rPPPlPFihUN5Zs3b871b/XkyZNN33/hhRf0/vvv2wykJKlnz5567bXXDGUJCQlatGiRqe6kSZNMgdRrr72mkSNH2gykJOmOO+7QN998Y7ovjB8/XhcvXrS5X2HQokULTZgwwebrq169us1gLTw8XNOnT7f5IVDx4sUVFRVl+ruxbdu2/DUawC2JUAoA4BGBgYH6+uuv9eKLL9rsVWDNyZMn9eOPP2rw4MG655571LdvX4cn7509e7ZhXhYvLy+NHTvW7uFRDz74oGk423fffefQXCP+/v4aM2aMzd5V2by9vfX++++b2jZr1ixZ6+y8bds20xCavn372j2kwtfXV506dTKV5zUcz1KzZs00atQo03kDAwMVGRlpKFu2bJlhu0GDBnkO97le165dTWXZw0884fjx46bhUTVr1tSIESPsWkEuO4y0fJicOnWqoVdIXvr166cqVarkWa9SpUpq27atocyR+WTsZTlXlb+/vz766CMVLVo0z31ffvnlfK3QmRtrPcxq165t177dunUzBCclSpTQsWPHXNY2qXBcHy1atNAjjzySZz1/f39T0JGenm5zMYfLly+bemXVrl3bNLzblpdeesk03NGyp2dycrK+//57Q9n999+vAQMG2HWO7LDt+r9lKSkpmjNnjl37e4Kfn5/eeuutPFeItbVq3pAhQ1SyZMlc942IiDAFo87MfwcAhFIAAI/x8/PTkCFDtHDhQj366KMOr5yXnp6uNWvW6OWXX1b37t1Nc7XYYjlZ+IMPPmhXr4PrvfDCC/L2/r/b6MWLFw1D0vLy5JNP2hUYSNcedC0f9E6ePGm1R0aRIkXUq1cvPfDAA6pSpYpKlixp6mmVF2vtunz5skPHeO211+wKYNLT09WhQwd17NhRderUUXBwsDp37uzQucqUKWMK9zw5GfGKFStMk8O//vrrpl4FualQoYKefvppQ9mRI0dMw2Vs8fX11eOPP273+SznREtLS3O6J6I1aWlppmFdbdu2NS1Db4uXl5cGDRrksvZcz9rvxXK4li3+/v6Kjo7WvHnztHHjRm3ZskXdunVzWdsKy/XxxBNP2F3X2vx6586ds1p39erVprb069fP7g8qfH19DcPbAgMDlZKSYgjsf/75Z9N7+fXXX7fr+Nluu+02Uyj3448/OnQMd2revLmpx5o1lStXNt13g4KC1KZNG7vOY9nL99KlS3a3EQCyMdE5AMDjqlatqk8//VQjRozQihUrtHr1aq1fv96hB6e//vpLPXr00Jtvvqlnn33WZr2DBw8aJg+XpI4dOzrc5rJly6pmzZqG1c22bNlitZeRNd27d3fofJ06ddInn3xi6Cmzfv16U++RyMhIU08kR1kb7uHI0u7BwcGqW7euXXX9/PxcMjSrWLFihuE0ji5F70obN240bJcrVy7XIXS2dO/e3TSX0ubNm9WkSZM8961SpYqCgoLsPle5cuVMZSkpKbkOn3JETEyMKRiw1UvDloYNGyo8PNzh1dnyUqFCBfn4+BgmmB86dKiio6NNwyituffee13anusVluujQYMGdte19l6ytbqp5bVSqlQpPfDAAw61rXv37mrUqJEqVqxotbfrn3/+adiuWLGiatWq5dA5pGsfXsydOzdn+9ixY0pISCjQxTic1ahRI7vqeXt7q1SpUoZ7YmRkZJ49rLIVpg8DANy46CkFACg0SpYsqa5du2rixInatGmTZs2apVdffVVNmjRRQEBAnvunp6frww8/1NSpU23Wsda7yN6hOpYsH2zsnU8jLCzMNG9TXkJCQnTHHXcYyhxd1tweBw4c0KpVq0zljqyL4shKhPl1/vx5LV68WElJSYZyR4a5uVJWVpapN1OjRo0MversFRERYRqatGXLFrv2tZwwOS/WhndeH9Lkl7VV8+wNLrN5eXnp7rvvdlWTcgQGBqply5aGsoSEBHXr1k3PPvusZs6cqaNHj7r8vO7giusjLCzMoYDT2nvJsudgNsv3xV133eVQj0LpWi+mJk2a2AyHLP8uO7vKprUgq7DOoWRvD0RJpp5St99+u937Ovq7AgBr6CkFACiU/Pz81LBhw5yeQGlpadqxY4c2bNig3377Tbt377YZlIwZM0Z16tSx2qNk//79prJPP/3UoXmtslnOk3L8+HG79nP2oahmzZo6fPhwzrazD8pZWVk6ffq04uLidOzYMR04cED79u1TTEyMLly4YHMfe915551OtSs3ycnJiouLU1xcnA4dOqT9+/dr9+7dOnLkiNW2eWpx4aSkJNNQR2dDT+nae+X6nkEnTpywa7+85iqzZO3978pg78iRI4bt4OBglS5d2uHj1KhRQz///LOLWvV/+vfvr99++y1nkv5sGzduzOnNU6FCBTVr1kzNmjXTPffc47JeZK5QkNeHo+8la0GFrfNZTj7uaJial0uXLpnm2Nu1a5dpgnR7WHsN9v7Ndzdnrq1seS2IcT17hmgDQF4IpQAANwR/f381btxYjRs31sCBA3Xq1CnNnz9fM2bM0Pnz5w11MzMz9eGHH2rhwoWm41hbMclazyBnXLlyRf/884+KFCmSaz1rw1vsERwcbNi2NU+Lpb1792rNmjXas2ePDh06pGPHjpkevl3J0YdYS9nzc/3111/av3+/jhw5YvodF1bWQr38PCCGhoYatu1d8csVgYkrgz3LifIt38v2ymtFPGfVqlVLUVFRGjJkiM2hbXFxcZozZ47mzJkjPz8/NWrUSK1bt1a7du3y9Tt2lLuvj4J6LyUnJ5uGezn7vrDF2vVy5MgRU0jqyuMXBvYubGGNMx/QAEB+8FcHAHBDCgsLU//+/dWrVy+98847phWqYmNjtXXrVtNcKAX9EHHx4kXddtttudZx5JPo3PZLTU1VVlaWzU+r161bp7Fjx9o9AXw2f39/paWlOdVGyflQKiEhQePGjdOiRYscOn/2/CeuHG7mLGuhlLO/b2v7Xrx4MdffeTZ754RxF8s5hWwtU58XZ/ezR4cOHVS5cmW9++67eQ6NTU9P1/r167V+/Xp98MEHatmypV5//XWHhk05ylPXR0G9l6zNP+Tq36+tnp+uUlgn9mZYHYAbCaEUAOCGVqJECY0dO1bJyclat26d4Xt//PGHKZQq6Amw7XlYdPaBwXJeFh8fH6vhREZGht5//327lyz38/PTnXfeqYYNG6pZs2by9fXVCy+84FQbs9vlqN9//10DBw60e5W/cuXKqV69err33nvVqlUrde/e3eUTYDvD2pC3/PQ4svd3Xti5qs159ULMrxo1auj777/X9u3btWjRIq1YscI0/MtSRkaGVqxYobVr1+rtt9/Wk08+6fJ23SzXh7sVhr/3AIDcEUoBANzm+++/17p163Tu3DmdPXtW/v7+LpkfxtvbW0OHDjWFUpZzPknmnicVK1bUL7/8ku82OMLeB0tLlpMV2+pVMHLkSMMqUdeLiIhQ7dq1VbVqVVWqVElVqlRR1apVDZPdWq6IVdA2b96svn37Wp0MuXjx4rrrrrt05513qkqVKqpUqZKqVaumkJAQQz1PzSFlyVovMctV5xxhua89E/4XRkWLFjVsW76X7eXsteOo+vXrq379+hoxYoT+/vtv/f7779qwYYO2bdumK1euWN0nPT1dI0eOVKlSpRxeWTA3N9P1cb2SJUuaylz9+7V2jtGjR+uRRx5x6XkAAM4jlAIAuM327dtNAdC5c+dM8+Y4o1q1aipTpoxhaWtrD76WocGJEyfsGg7lSs4OIbScQ8ra3FS//vqrKZDy9fXV008/raeffloVKlTI8zwFOd+UpStXrmjo0KGmB+769etr4MCBaty4sV09r2wFBe5mLZQ6e/as08eznIvJnXMXuVKZMmUM24mJiU4dxxPDpWrWrKmaNWuqT58+SktL07Zt2/Trr79qxYoVpom6s7Ky9P7776t169amVc2ccbNdH9cLCAgwDRV29dxY1q5HexcLAAC4h+PrEwMA4KTy5cubyrZu3eqy41tOgmytJ1FERIRhOy0tTQcPHnRZG+xhbQVAe/z999+GbWvz13z99demso8//ljDhw+3K5CS7J9A3RWWLVtmGlbUokULzZo1S/fee69dD9wZGRmFZsLhoKAgU288R+f0ut7u3bsN25bv3xuF5Xv10qVLTq1c5uy14yr+/v665557NHToUK1cuVKTJ09WUFCQoU5iYqI2bNjgkvPdbNeHpfDwcMO2s7/f6OhozZ49W+vWrdPRo0dzhu2FhISYJv3es2ePc40FABQIQikAgNvUqVPHVDZz5kyXHf/kyZOGbWshzN13320qsxz2Z681a9ZowYIF2rRpk+Lj4+2eSHjv3r0O90Y6deqU6eG0YcOGhu2kpCT9+eefhrL69evr4Ycfduhc+/btM5VZmyvJFVauXGkqe+uttxyal+rAgQOmn72nhit5e3urXr16hrLNmzc79fM7fPiwqadUzZo189M8j6lfv76pbMuWLQ4fZ+fOna5ojsmlS5e0Y8cOzZ8/36EQsWXLlho1apSp3NrQYWfcbNeHJcv3xe7dux2ekD0xMVETJkzQyJEj9eKLL6pt27Y5PzcfHx/VrVvXUH/jxo1OTfp+8eJFTZ8+XStXrlRsbKzTQ1ABAEaEUgAAt7nnnntMc3xs2rTJFKQ4Y/PmzaZhUo0bNzbVq1Onjmlenu+++87h0OCff/7R8OHDNWzYMPXq1UstW7bUo48+ate+qampWr58uUPnW7BggWHby8tLzZs3N5TFx8ebHjathQG5yczM1OrVq03lBbWynWVvmaCgIFWsWNGhY6xYscJUZm3+HXdp1KiRYfvUqVP6/fffHT7OvHnzTGVNmjRxul2eVLt2bdMw3fnz5zt0jOPHj2vbtm2ubJYkqUuXLmrUqJGeeOIJDR8+XD/88IND+99///2mMsvVBrM5Okz4Zrw+rmf5IUFiYqLWr1/v0DHWrl1rKrt+gQvL8P7ChQtavHixQ+eQpB9++EEffvihBgwYoE6dOqlhw4ZaunSpw8cBABgRSgEA3KZIkSLq2rWrqfxf//qXjh496vRx//nnH3300UeGstKlS6tZs2amuv7+/qaeQ4cPH9b333/v0Dm//vpr0/wnbdu2tXv/L7/80u6VoRITEzVjxgxDWaNGjUw9waytBOXoXDJz5861+rsoqFWsLNucnp7uUEB4+vRpTZ8+3VSeV3sLapl7SerUqZNphcWxY8c69DOMi4szrZ5YpkwZ3XPPPS5po7t5e3urU6dOhrI///zToQDiiy++KJAePpYhz7JlyxzqyWhtfixbc395ezv2r7enrg93adu2rWl43ZQpUxz6PX/33XeG7bvuuku33XZbznbnzp1N13t0dLRDk6onJSXpyy+/NJQFBASYPhgAADiOUAoA4FZ9+/Y1TT57+vRpPfHEEw73HpKuPRD269fPNPfOyy+/bAoGsr3wwgumHgsffvih3b0wdu7cqUmTJhnKAgIC1KNHD7vbHRsbq7Fjx+ZZLz09XW+99Zbpwbd3796mumXLljWVrVmzxu5lyzds2GAK97IV1ETJlm2+fPmy3b2KLl68qAEDBlid/DqvUMFyEmpbPVucERYWpoceeshQ9vfff2vUqFF2PWwnJSXp9ddfV0pKiqG8Z8+eNt/TN4JnnnlGRYoUMZS99dZbpmG31qxcudLh4NhelmHy+fPn9d///tfu/S3DQ8ncOyebtcnPc3vveer6cJdSpUqZwspNmzbpm2++sWv/2bNn66+//jKUPfnkk4btiIgI0/V49OhRDR8+3K4eY1lZWVb/Bnfr1s3mCqgAAPsRSgEA3CooKEgffvihKRQ6f/68Xn31VT311FNaunRpniHI0aNHNXnyZLVv315//PGH4Xt169Y1PZhcr0qVKnr66acNZf/884+ef/55/fDDD7kGB7/++qtefPFFU9Dz7LPPWg2FcvPVV19p1KhRNh8Qz507pwEDBmjNmjWG8qZNm6pFixam+mXLljX1+jh58qTefvvtXIOpK1euaOLEiXrppZdstiU5OTmPV+Mcaz1/3n33XR0+fDjX/davX6/HH3/c5hxDebXXchipqye7HzhwoOkc3333nV5//fVcV57bt2+fevXqZXpdFStW1IsvvujSNrpbuXLlTK/h5MmT6tmzZ65zRc2bN0+DBg0qsHa1adPGtAjDV199pQkTJuQZWsyZM8fUg6ZBgwaqWrWq1frWVoPLbXJvT10f7tSvXz/TZPEff/yxxo8fn+vfrdmzZ+uDDz4wlN15551Wh1EPHjzYtADBL7/8ot69e+e6Gt+lS5c0aNAg0wcmJUqUUL9+/WzuBwCwn6+nGwAAuPW0bt1aw4YNs9orZ+vWrdq6dav8/f1Vu3ZtVapUSSEhIfL19dWFCxd0/vx57d692+bKXeHh4frvf/+bZ4+SIUOGaMeOHYqJickpu3Llit5++21Nnz5dHTp0UJ06dRQcHKzU1FTt27dPS5cutTr/VZ06dfTKK684+FO4ZubMmVq9erW6du2qu+++WyVLltTZs2f1xx9/6KeffjKtmlW6dGlFRUXZPF6vXr30/vvvG8r+97//aefOnXr88cd11113KSgoSGlpaTp+/Li2bNmiZcuWGYISb29v+fn5GQIqy/m6XOWxxx7T559/bugVdOrUKXXp0kWdO3dW06ZNVa5cOXl5eSkxMVG7d+/W8uXLTT3jAgMDDcc4c+ZMrue1DCH279+vt99+W4899piKFi2qc+fOqWnTpg4Pt8pWoUIFffTRRxowYIChfMmSJVq3bp06duyopk2bqmzZsrp69ari4uK0evVqrVy50hSEFC9eXNHR0VZ72dxoBgwYoI0bNxp6JcbHx+uJJ55Qu3bt1LZtW0VERCgtLU179+7VTz/9ZAhWSpUq5fKV5Hx9ffXOO++of//+hvLo6GgtXLhQjzzyiOrWravQ0FD5+Pjo4sWLio2N1ZIlS0yhj5+fn4YNG2bzXOXKlTOVDR8+XIMHD1ZERISSk5NVtmzZnKG5nro+3Kls2bKKiopS3759DeUTJ07Uzz//rEcffVT169dXSEiIUlJStHv3bi1cuND0Gv39/fXhhx9avU6yr0fLv9MbNmxQu3bt1L59ezVv3lzh4eHy9/dXQkKCNm3apAULFujChQum40VFRZnmSAMAOIdQCgDgEc8995yCgoI0cuRI0zAl6dpcKtu3b9f27dvtPuZdd92l6Ohoqw9+lvz9/TVlyhS98sor2rp1q+F7+/bts7oCnTU1a9bU5MmTHQoMypQpo9tvvz3nvPHx8Ro/fnye+4WGhmratGmG+VIs9ejRQ0uXLjWtbHbkyBGNHj06z3MEBQVp9OjR+uabbww90K4P71ypTJkyGjp0qP79738bylNTUzVnzhyrQ6MsPfPMM6pdu7aGDh2aU3bixAklJiYqJCTE6j7XT4Sc7YcffjBMcr106VJVrlzZ3pdi0rp1a0VFRWnEiBGGOXwuXbpk92srXbq0Jk+erDvvvNPpdhQmvr6++vzzz/Xcc89pz549OeWZmZlaunRprhNHR0REqE+fPnr33Xdd3q5WrVqpT58+mjJliqE8Li7ONFTXFm9vb40cOdLqKqPZ7rjjDpUpU8YQCh04cMAQXvbp00dvvPGGJM9dH+724IMPatSoUXrvvfcMoeyxY8cUHR2d5/6+vr4aN25crj/7Nm3aWL0e09LStHDhQi1cuDDP83h7e2vEiBFq3bp1nnUBAPZh+B4AwGM6d+6shQsXqn379g6vSnW94sWLa9CgQZozZ45dgVS2kJAQTZs2Tb169XJqrp4uXbro22+/tTmpsS3ZgZgjk+Tee++9WrBgQZ7hhK+vryZNmmR15cG8tGvXTosWLdL999+vyMhIw/c2bdpkNTx0hR49emjIkCHy9XXss7Lbb79dX375pd5++23Vq1fP8L2srCz99ttvNvdt0aKF1Ynwr7d3716H2mNNly5dNG3aNIdXTJOuBSXz58/P9UH7RlSqVCnNmjXLNJdQbipXrqwpU6ZYHf7mKm+88YaGDRtmWp3THtnhobWFHK7n7e1tCIessXzfeeL68IRu3bpp6tSpCg8Pd2i/8PBwzZgxQ61atcqzbvb16EzYHBYWpsmTJ+upp55yeF8AgG2EUgAAj7r99ts1btw4LVu2TAMGDFCtWrXsWhnNx8dHderU0fDhw7Vq1Sr169fPqeFN/v7+euedd7R06VI98cQTKlOmTK71ixQpoocffljfffedoqKiVLx4cYfPKV0L0qZOnaoPPvhAlSpVslrHy8tLjRo10qRJkzRt2jS756wqVaqUpk+frpEjR6pKlSq51g0KCtLDDz+suXPnavz48Tmvv2PHjoZ6KSkp+vHHH+06vzNefPFFzZkzR61bt8719+/r66u7775bo0aN0uLFi3X//fdLujbnUu3atQ11LVcstBQdHa3HHnvM5hC92NhYB1+FdQ0bNtSSJUv0wQcfqG7durkOCQwMDFT79u313XffadKkSQ7PU3ajCAwM1CeffKJvv/1WzZo1s/kzCQoK0gsvvKD58+fn+V52heeff16LFi3Ss88+a1fYXLVqVQ0ZMkTLly/XAw88YNc5HnnkEY0ePdo0j1I2a+87T1wfnnDfffdp2bJlGj58uKpXr55r3fDwcA0ZMkQ///yz1Z6PtjRs2FCLFi3Sxx9/rAYNGuQZ9lWpUkXDhg3TkiVL7P4dAwDs55VVEGvrAgCQDykpKTpw4IDi4+N17tw5paSkKD09XUWKFFGpUqVUsWJFVa9e3TSRtKvs27dPBw8eVGJioi5duqSAgACVKlVKVatWVY0aNRwOvyZMmGAYghIeHq7Vq1cb6sTExOjgwYM6ffq0/Pz8FB4errp167oklIiLi1NMTIzOnj2ry5cvq1ixYgoJCVHlypVVo0YNp+dNKijJycnauXOnjh49qqSkJHl7eys4OFhhYWGqV6+ey1e8OnXqlLZs2aKTJ08qPT1dxYoVU1hYmGrVqpUzt48rXbhwQTt27NCZM2d0/vx5SVJwcLCqVKmi2rVrm1aouxUkJiZq+/btiouL05UrVxQaGqqIiAg1aNDAY3NpZWVl6dixY4qNjc25djIyMlSsWDGFh4erdu3aCgsLc/r4V65c0ZYtW3To0CElJyfL399fISEhuuOOO3INWdx9fXhSQkJCzt+uCxcuKCAgQKGhoYqMjHSq96E1ycnJ2r59e871ePXqVRUvXlxly5ZVZGSkW4NhyyDuo48+0mOPPea287vLsGHDtGDBgpztxo0ba+bMmR5sEQBPIpQCAKCA2RNKAQBubYRSAG5FheujUQAAAAAAANwSCKUAAAAAAADgdoRSAAAAAAAAcDtCKQAAAAAAALhd7mugAgAAAADcbtasWVq7dq2hLDIyUi+99JJnGuSEoUOHKjU11VC2a9cuD7UGQGFEKAUAAAAAhcyuXbtMAc7Vq1c91BrnrFq1SklJSZ5uBoBCjOF7AAAAAAAAcDtCKQAAAAAAALidV1ZWVpanGwEAAAAAAIBbCz2lAAAAAAAA4HaEUgAAAAAAAHA7QikAAAAAAAC4HaEUAAAAAAAA3I5QCgAAAAAAAG5HKAUAAAAAAAC3I5QCAAAAAACA2xFKAQAAAAAAwO0IpQAAAAAAAOB2hFIAAAAAAABwO0IpAAAAAAAAuB2hFAAAAAAAANyOUAoAAAAAAABuRygFAAAAAAAAtyOUAgAAAAAAgNsRSgEAAAAAAMDtCKUAAAAAAADgdoRSAAAAAAAAcDtCKQAAAAAAALjd/wPwqkhfBcspfQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Contrasting advective structure functions\n", "\n", "import matplotlib.pyplot as plt\n", "\n", "fig, (ax1) = plt.subplots()\n", "\n", "ax1.semilogx(\n", " sf_zonal_meridional[\"x-diffs\"],\n", " sf_zonal_meridional[\"SF_advection_velocity_x\"],\n", " label=r\"Zonal (direct calc.)\",\n", " color=\"k\",\n", ")\n", "ax1.semilogx(\n", " sf_zonal_meridional[\"y-diffs\"],\n", " sf_zonal_meridional[\"SF_advection_velocity_y\"],\n", " label=r\"Meridional (direct calc.)\",\n", " color=\"tab:blue\",\n", ")\n", "ax1.semilogx(\n", " sf_zonal_meridional[\"y-diffs\"],\n", " sf_2D_maps[\"SF_advection_velocity_xy\"][:, 64],\n", " label=r\"Zonal from polar\",\n", " color=\"tab:red\",\n", " linestyle=\"dashed\",\n", ")\n", "ax1.semilogx(\n", " sf_zonal_meridional[\"y-diffs\"],\n", " sf_2D_maps[\"SF_advection_velocity_xy\"][0, 64:],\n", " label=r\"Meridional from polar\",\n", " color=\"y\",\n", " linestyle=\"dashed\",\n", ")\n", "\n", "ax1.set_ylabel(r\"Advective SF [m$^2$ s$^{-3}$]\")\n", "ax1.set_xlabel(r\"Separation distance [m]\")\n", "ax1.set_xlim(3e-2, 3e0)\n", "ax1.legend()\n", "plt.hlines(0, 3e-2, 3e0, color=\"k\", linestyle=\"dashed\", alpha=0.3)\n", "plt.title(\"Advective velocity structure functions\");" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Then repeat check for third-order longitudinal SF\n", "\n", "import matplotlib.pyplot as plt\n", "\n", "fig, (ax1) = plt.subplots()\n", "\n", "ax1.semilogx(\n", " sf_zonal_meridional[\"x-diffs\"],\n", " sf_zonal_meridional[\"SF_LLL_x\"],\n", " label=r\"Zonal (direct calc.)\",\n", " color=\"k\",\n", ")\n", "ax1.semilogx(\n", " sf_zonal_meridional[\"y-diffs\"],\n", " sf_zonal_meridional[\"SF_LLL_y\"],\n", " label=r\"Meridional (direct calc.)\",\n", " color=\"tab:blue\",\n", ")\n", "ax1.semilogx(\n", " sf_zonal_meridional[\"y-diffs\"],\n", " sf_2D_maps[\"SF_LLL_xy\"][:, 64],\n", " label=r\"Zonal from polar\",\n", " color=\"tab:red\",\n", " linestyle=\"dashed\",\n", ")\n", "ax1.semilogx(\n", " sf_zonal_meridional[\"y-diffs\"],\n", " sf_2D_maps[\"SF_LLL_xy\"][0, 64:],\n", " label=r\"Meridional from polar\",\n", " color=\"y\",\n", " linestyle=\"dashed\",\n", ")\n", "\n", "ax1.set_ylabel(r\"SF$_{LLL}$ [m$^2$ s$^{-3}$]\")\n", "ax1.set_xlabel(r\"Separation distance [m]\")\n", "ax1.set_xlim(3e-2, 3e0)\n", "ax1.legend()\n", "plt.hlines(0, 3e-2, 3e0, color=\"k\", linestyle=\"dashed\", alpha=0.3)\n", "plt.title(\"Third-order Longitudinal velocity SFs\");" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Then repeat check for second-order longitudinal SF\n", "\n", "import matplotlib.pyplot as plt\n", "\n", "fig, (ax1) = plt.subplots()\n", "\n", "ax1.semilogx(\n", " sf_zonal_meridional[\"x-diffs\"],\n", " sf_zonal_meridional[\"SF_LL_x\"],\n", " label=r\"Zonal (direct calc.)\",\n", " color=\"k\",\n", ")\n", "ax1.semilogx(\n", " sf_zonal_meridional[\"y-diffs\"],\n", " sf_zonal_meridional[\"SF_LL_y\"],\n", " label=r\"Meridional (direct calc.)\",\n", " color=\"tab:blue\",\n", ")\n", "ax1.semilogx(\n", " sf_zonal_meridional[\"y-diffs\"],\n", " sf_2D_maps[\"SF_LL_xy\"][:, 64],\n", " label=r\"Zonal from polar\",\n", " color=\"tab:red\",\n", " linestyle=\"dashed\",\n", ")\n", "ax1.semilogx(\n", " sf_zonal_meridional[\"y-diffs\"],\n", " sf_2D_maps[\"SF_LL_xy\"][0, 64:],\n", " label=r\"Meridional from polar\",\n", " color=\"y\",\n", " linestyle=\"dashed\",\n", ")\n", "\n", "ax1.set_ylabel(r\"SF$_{LL}$ [m$^2$ s$^{-3}$]\")\n", "ax1.set_xlabel(r\"Separation distance [m]\")\n", "ax1.set_xlim(3e-2, 3e0)\n", "ax1.legend()\n", "plt.hlines(0, 3e-2, 3e0, color=\"k\", linestyle=\"dashed\", alpha=0.3)\n", "plt.title(\"Second-order Longitudinal velocity SFs\");" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.6" } }, "nbformat": 4, "nbformat_minor": 2 }