{ "cells": [ { "cell_type": "markdown", "id": "412b4109", "metadata": {}, "source": [ "# Flow Refueling Location Model (FRLM)\n", "\n", "*Authors:* [Zixin Feng](https://github.com/fengzixin0617), [Germano Barcelos](https://github.com/gegen07), [Levi John Wolf](https://github.com/ljwolf), [Qunshan Zhao](https://github.com/qszhao) \n", "\n", "The FRLM is a location-allocation model for optimally locating refueling facilities for range-limited vehicles, such as alt-fuel vehicles. For these vehicles, it may be necessary to stop at more than one facility in order to successfully refuel the entire path length. The model optimally locates $p$ refueling stations on a network so as to maximize the total flow volume refueled. The model could also work for any new network-based, range limited surface transport mode.\n", "\n", "**FRLM can be written as:**\n", "\n", "$\\begin{array}{ll}\n", "\\textbf{Max} & \\sum\\limits_{q \\in Q} f_q y_q \\\\[0.7em]\n", "\\textbf{Subject to:} & \\sum\\limits_{h \\in H} b_{qh} v_h \\geq y_q \\quad \\forall q \\in Q \\\\[0.7em]\n", "& a_{hk} x_k \\geq v_h \\quad \\forall h \\in H; k| a_{hk} =1 \\\\[0.7em]\n", "& \\sum\\limits_{k \\in K} x_k = p \\\\[0.7em]\n", "& x_k, v_h, y_q \\in \\{0,1\\} \\quad \\forall k, h, q \n", "\\\\[0.7em] \\end{array}$\n", "\n", "$\\begin{array}{ll}\n", "q & = \\text{index of origin–destination (O–D) pairs} \\\\\n", "Q & = \\text{set of all O–D pairs} \\\\\n", "f_q & = \\text{flow volume on shortest path for O–D pair } q \\\\\n", "y_q & = \\text{1 if flow } q \\text{ is refueled, 0 otherwise} \\\\\n", "k & = \\text{potential facility location} \\\\\n", "K & = \\text{set of all potential facility locations} \\\\\n", "x_k & = \\text{1 if a facility is located at } k \\text{, 0 otherwise} \\\\\n", "p & = \\text{the number of facilities to be located} \\\\\n", "h & = \\text{index of facility combinations} \\\\\n", "H & = \\text{set of all potential facility combinations} \\\\\n", "a_{hk} & = \\text{a coefficient equal to 1 if facility } k \\text{ is in combination } h \\text{, 0 otherwise} \\\\\n", "b_{qh} & = \\text{a coefficient equal to 1 if combination } h \\text{ can refuel O-D pair} q \\text{, 0 otherwise} \\\\\n", "v_h & = \\text{1 if all facilities in combination } h \\text{ are open, 0 otherwise}\n", "\\end{array}$\n", "\n", "_The formulation above is adapted from Kuby and Lim (2005)._" ] }, { "cell_type": "code", "execution_count": null, "id": "ba365038", "metadata": {}, "outputs": [], "source": [ "import geopandas as gpd\n", "import libpysal\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "import pulp\n", "import scipy.sparse as sp\n", "from libpysal import examples\n", "from libpysal.examples import get_path\n", "\n", "from spopt.locate.flow import FRLM" ] }, { "cell_type": "code", "execution_count": 2, "id": "3511c43e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "pandas : 2.2.1\n", "numpy : 1.26.4\n", "libpysal : 4.13.0\n", "matplotlib: 3.8.0\n", "pulp : 2.8.0\n", "geopandas : 1.1.1\n", "scipy : 1.16.1\n", "\n" ] } ], "source": [ "%load_ext watermark\n", "%watermark -iv" ] }, { "cell_type": "markdown", "id": "305573d9", "metadata": {}, "source": [ "## Create sample network " ] }, { "cell_type": "code", "execution_count": 4, "id": "e3282574", "metadata": {}, "outputs": [], "source": [ "gdf = gpd.read_file(get_path(\"sids2.shp\")) # Load an example shapfile from libpysal;\n", "gdf = gdf.set_crs(epsg=4326)\n", "gdf_proj = gdf.to_crs(epsg=3857)\n", "H = libpysal.graph.Graph.build_contiguity(gdf_proj, rook=False)" ] }, { "cell_type": "code", "execution_count": 5, "id": "71a81d8c", "metadata": {}, "outputs": [ { "data": 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GgQIFKFCgQKYliR88eMDu3bvx8vIy+Dj+TlJSUli9ejX9+vXDwsIClUqFsbGxwUJo6dKlDBo0KMveNiH0NL2XWAg93bp1a5bFRdpr2t7enrlz57J69WrmzJnDxIkTv6uMbJ06dZDJZHh6ejJ37lyDBxwsLCwYNmwY58+fZ8qUKYwZMwZbW1sKFy6st5xywYIFCQkJoXXr1ty9e1cSFllAEhYSEv8CUlJSuHr16nc9VLNqLCQkJPDs2TPRC/H48WMeP36ss3xl9uzZKVOmDM7OzpiamrJq1apMj8nS0pKYmBjOnj3L2bNnATA1NaVKlSrUqFGDp0+f4u7u/rc0wPteJNd65vwnhMXf+b0olcqf2ggsLT8azmVvb8/bt28NXv5nGqi/QmyVKVOGTZs2/WPDWm7dukWJEiUoX758ltcVqouVLFkyS+v9rNBTbeumxdTUlHHjxnHy5EnGjRuHh4cH+fPnz9KxAtSuXRuZTIaXl1eWxAWkes2LFy/OokWL6NChA7Vr19a7vEwmw87Ojpw5c3L27Fm6dOmS5eP9tyIJCwmJfwE3b96kbNmyWX5gZ2YsLFu2DHt7ew0R8fLlS61lEuVyOUWLFkWlUlGvXj1atmyJs7MzDg4O4iixSqXC19eX0NBQnV2e7e3tuXfvHs+fP+fq1avi9PHjR65cucKVK1eA1BGnChUqUKtWLWrVqkWNGjX+9gpD+vgR4+ZnxkP/DH7V8XyPsPjRY/m7PRa/Slj8aP19W1tbgyvi/GwD9VcY/nK5nIoVK/Lnn38ycODAf5y4+Pr1K7lz59b6XmbX9PPnz7G3t8/S/tRqNceOHTMo9PTq1atZanRqYWHBy5cvKVasmMb8Zs2aUbx4cVavXk2uXLkYOnSoRi6NIdSqVQu5XI6Xlxdz5szJUslue3t7Jk6cyM6dO7lz5w6//fabXgFevXp1njx5QlJSEiqVSgpdNRBJWEhI/As4evQov/32W5bWycxYgNSusdrImTOn6IVwdnambNmylChRAnNzc+Lj45k+fbrWMrAKhYL58+fj5uamdbtqtZrffvsNY2NjypQpQ5kyZRg0aBBqtZpXr15x9epVrly5wvHjx/n27Ru3b9/m9u3brFy5EplMhrOzM7Vq1aJ27drUrFkTW1tbgz+Ln204f69h8yvioX+EX3k8WRUWP+NYsvq9/Mi18SuTt3+UPHnyGFyR6OrVqwYZqGvXrqV169Y4ODjo7DIdExPzy6pyde/enf379zNmzBi6du1KnTp1fsl+voeoqCitHlZDrunHjx/rDJmKjY3l1atXBAYGZpgM7VXSp08fqlatSsmSJSlZsiSlS5emePHiOj3C3bt358CBA0ycODHDe4UKFWL+/PlcvXoVb29vypQpQ9++fbMksGvUqCGKi7lz52ZJXBgbG+Pm5saZM2fw8/PT64moWLEix44do0iRIjx//pzSpUsbvJ9/M5KwkJD4Hyc4OJhs2bJleWQoM2NBIH/+/FSvXh1nZ2dRTNjZ2ekc+TU3N9drMDo6OtK4cWPOnTun4fmwtbVl/PjxhIaGMm3aNEaNGkWuXLmA1FFmJycnnJyccHV15dKlS9y4cQNHR0fRoxEYGMijR4949OgR69evB6BYsWKiR6NWrVpa3fO/ynD+npHxnx0P/aOj878iPlsgJSUlS6PuP+tYsvKZ/Oi18Ss9FvowRAzZ2NjoLPbw7ds37t69S0BAALdv3xa9hJkxefJkJk+ejFwux97eXsyPSDvJ5XKsrKx++By1YWpqSq9evWjRogVbtmzB39+f33777R+R0B0dHa1RlQgMv6bfvHlD2bJlOXnypIZwePXq1U9p8Pb161dOnTrFqVOnxHlCfosgNATRUbx4cZydndm0aRNfvnzRWtVNJpNRu3ZtqlWrxrFjxxg7dixNmjTJ0r2iWrVqxMTEsGrVKiZMmGDwel++fOHhw4fY2tpy6tQpUVjs27ePRo0aYWNjIy5rbm6OTCajePHi3L17VxIWBiIJCwmJ/3EOHTqkUe3CUMLDww1abtq0aVmOP9UlLHbu3MnTp09ZsWIF7u7u3Lhxg99++402bdpoGD937txh1qxZtGnThsaNG2fYTq5cuUhJSaF79+50795dPJ9r165x5coVrl69ypMnT3j58iUvX75k69atQKpIEjwatWrV4smTJ7/EcI6Pj9fpgk9OTiY+Pp6EhASNv7GxsYwZMyZTD5JKpcLIyAi5XI5CoRArzAivhWpUcrmc0NBQbt26pfW99OunnRQKBWq1mgkTJugNf/H09KRp06YYGRkhk8kyTPpISEjQOaqdnp8ZimOox+JnCBmlUmnwOf4sDBVDxsbGyOVykpKSePLkCbdv3yYgIICAgABevHjxXfvOmTMnsbGxJCUlERISQkhICFevXs2wnEwmY8uWLVqFR4ECBfR6PAzBxsaGcePGERQUxIYNG7C0tGTMmDFYWFh89zZ/lLdv31KvXj3xf0M8xoMGDWLWrFkEBQXp7dKdK1cuceAl7VSgQAGqVaumM/QUUr3Iabctk8kwNjYmKSmJ4OBggoODOXHihPi+XC6nUKFC5MyZk8GDB9O1a1dKlixJsWLFMniijI2Nad++PU2aNGH37t2MGTOGCRMmZFoeWBDGkZGR3LlzJ0thSjKZjF27dlG/fn2xBK5arebgwYNUrFhRQ1gAVKhQQfwNSBiGTP2jgZgSEhL/WGJiYpg7d65Wl3RmXLp0ibZt22a6nL+/f5bibwGmTJlCz549NUaAtm/fTnBwMBMmTMDY2Jjy5cuLDy1t9fijo6OZOnUqy5Yt05j/7NkzVqxYQcmSJRk1apTOY/jy5QvXr18XPRr37t3L8HCWy+V6vSs2NjYsWbKEpKQkUQAkJiZqFQYJCQni66ioKEJDQ7G2ts7wnj4D4X8NbWJDEDiQanibmppqXS7tlJycbFBYR5kyZbC1tcXExAQTExNMTU0xNjbG1NQUExMTjI2NuXbtGs2aNcvwXtrljYyMGDZsmM6CBEIu0IMHD/QaPOfPn+fNmzf07dv3uz4/fUycOJEFCxZozNMlhoTPe+vWrZQtW1YUEQcPHuTr168kJiZm2H7BggWpXLkylStXpkKFCgwYMICwsLBMvUzlypVj+PDhFCpUiHfv3vH27VuN6c2bN5k2Q9Pn8ciq8FCr1ezYsQMTE5NMK0ul52eFSKakpDBu3DiWLl2KTCYjIiKCvXv3ZqnYhlwup2DBgpQtWzaDgBA8u9oQrgnQnpdjZ2fHunXruHLlCocOHeL58+fie0ZGRhQvXpw8efIQFxdHYGAgX7580bofhUJB0aJFNcKpSpYsSdGiRcXvKigoiBUrVrBo0SKdAy8/w4P86NEjrly5wvjx45HJZDx//hwPDw/mzZtHmTJlNJYNCQlh7969fP78malTp/5tPW7+m5GEhYTE/zCbNm3i7t27eHl5ZXk07suXLxQvXjzTh/yYMWOYMmVKlh6onz59Ys6cOcydOxcLCwt8fHx4//4948ePx8jIiJSUFPLmzUtycjIPHz7UWUFk9erVVKhQQYyVfvjwIVu2bMHDw4M///yTGjVq0KxZM4OOKSYmhlu3bokejVu3bmWp2+uvwMzMDDMzM8zNzVEqlXz69CnTdYoVK4aNjQ0qlYqUlBTxb/pJpVLx6dMncubMiUqlQq1Waywv/FWr1RrbSPtaQj9Tp06lU6dOYohPek6ePElERAQ9e/bUu53vMWDTCwuVSkXZsmX1hjfKZDKtxmWOHDmoXLkylSpVokqVKlSqVClDKVs/Pz9cXV21bhOgffv2nD59mpiYGCA1MXby5Mkao/SQKm4sLCwoVKhQBtEhTNqETlrSC4/8+fOLrwsWLJhBeJw+fZrQ0FD69Omjd7vpz/dHDdxv377x7NkzfH19efr0KTKZjKdPnxr0OxcYM2YM/fr1w9LSktWrVxMXF0f16tWpXLkyBQoUMCi0T9u55MqVC5lMRmRkJEWKFMHPzw9HR0eePn3KoUOHMogMU1NTGjVqRKNGjXB0dCQ4OJj9+/cTHR1NaGioTuFvbGyMk5MTpUqVEqtaPXnyhJ49e2a4dxsijA397H19fcmbNy+tW7fmzz//5OPHj7Ro0YLKlStnWHb8+PE4OztTvnx5KlasaND2/81IwkJC4n+Y/fv38+bNGx49ekSdOnXo2rWrQevFxsbSpUsXrl27pvX99AZIkyZN+PPPP7PUJfnYsWMEBQVhYWHBp0+f8PDwEI2ljx8/Urx4cWQyGR8/ftQ5+hgaGsrChQtZuHAhxsbG/PHHH1SqVIkaNWoQFxeHt7c3v/32W5Y70aakpDBp0iTWrVuX6bJFixbF0dFRFAD6/gqv3717x4cPH2jfvr3eZdMaBb/CgyQkP34P58+fp0OHDpkut2vXLmrUqIFardY6CeIl/RQUFMRff/3FkCFD9C6nVqsJCAhg+PDhmR7LhAkTKFKkCElJSSQlJZGYmEhycrL49/Pnz9y/f59y5cppvCcsL0xhYWFZKsVqYWFB8eLFKVGihDhiW7JkSR49ekRiYqLeUMLvNWAFYZGUlMSbN2/w9/dn1qxZmR6rkZERFSpUoFKlSsTExNC4cWM6deqUqYGqUqlwdnYmLCxMY37u3LlZunQp7dq1IzIykhUrVvDnn38SHx8PpDY/8/b2pmrVqgD8/vvvVK1alWrVqmndT0pKCp8+fdIpOrIiPATBoVarkcvl9OjRQ6vwSE9WDdzY2FieP3/O06dPxenZs2d68x/y5s1rUDhq+t/7hw8f2LJli5gEb2dnR4UKFShbtqzeJGdBvE6ePJkHDx4wY8YMOnToQNu2bXn79i0FCxbEz8+PggULAqnejbQiI214nKmpKY0bN6ZFixbcvn2b5cuXExYWpnHuwiQIzfQYGRlhbW1NgwYNcHZ2pnjx4nh4eOj9TBwcHDL1EgqkpKSwZMkS+vbty7p166hRowZ2dnbUqlUrw7KrV6+mQIECRERE4O7unum2/+1IwkJC4n+YQ4cOkSNHDkqVKsWePXu4d+8e/fr1o1y5cjrXiY+Pp1u3bly8eBFra2s8PDxYu3athmHj4ODAvHnzxG628fHxFCpUiG3btmWpCV///v0pVaoUY8aM0XgY3Lt3jwYNGpAvXz6ePXumdxunT5/Gz8+P/PnzExQUxOzZs8U42fDwcObOnUvLli0NyjNJSEhg7969rFq1ipcvXxp0Dt8TCnb69GkiIiLE/A9DEEac9cVDy2Qytm/fTuvWrQ3a5vcKi3fv3jFgwABu3Lihd7msPOjTc//+fc6ePcuYMWMyXTazz8bQ0KTAwECOHDmis9qZgKEir1ChQnz48IGkpCSt75uYmGBnZ0f16tU1REehQoVQKBQGG7ApKSmEhIRoVP85duwYRkZGBAcHZ8m7tGbNGnr06AHAX3/9xbdv3wy6Tv39/enTpw/W1tZs2LCBhQsXcvv2baZOncrYsWM1lg0LC2PJkiVs2bJF9Ao2b96cyZMnc/z4cdq0afPdibK/QniknRwdHWnbtq1ez0/OnDlxc3MTjefg4GCdv1l7e3tkMhkdO3akVKlSlCpViuLFi2Nubv5D1/T79+/x9fVFJpNRuHBhXrx4QXJyMqVLl6ZixYoaZb7TsmLFCqZNm0br1q3ZsWMHISEhtGvXjqCgIBwdHfHz88uQ7C6IjIMHD3Lo0CGNe6dcLqd8+fIMHTqUFi1aaBQRETqnP3v2jCdPnnDx4kVevXpFaGiozt9MZmTlfhwVFcW8efMoUaIETk5OmJub06hRowzL3bp1SxRF8+bN+67j+jchCQsJif9hzp07x9u3b8WR5bCwMNavX09KSgqjRo3K4GFITEykV69enD59mmzZsnHw4EGqVKmiNxTj4cOH9O7dm+DgYMzNzVm1ahWdOnXi6NGjXLx4UQylsbKyonDhwlSvXh1bW1sWL14sdj9N/2A8evQovXr1onLlypw5cybT8/zy5QtBQUGUKVMmQ4JgbGwsmzZt4sOHD4wdO1ZrN+KvX7+yadMm1q5dy8ePHwHIli0barWa2NhYnUaBmZkZT5480RvDrI1Dhw4hl8uznPitz9BMO2/MmDFMnjw504pD3yMs/P39GTFiBF+/fhXLB+sKoVmyZAn9+/fP0vYFrl+/zr179xg8eLBBy+v6bCD18zEkTOL+/ftcu3Yt031mRcio1WrevHkjGpnPnz/n2bNnvHjxQqeBa2pqipOTE0FBQeLIvjbMzMwoVKgQr1+/1mssW1pakjdvXoKCgvSeF2gaZnfu3OHChQsGibtmzZpx8+ZNxo0bh7e3N6tWrcLb25u2bduybds2reu8ffuWhQsXsmvXLjG3qFixYixevJj69etnus/vIb3wCA4OZs+ePTg4OPDu3TvevXtHQkLCT99vnjx5xHCf0qVLU6pUKUqUKMH58+dJTEykW7duGdbRlf+QldCfoKAgDhw4gJ2dHV26dCE4OJibN28SHBxM3rx56dixo0bC8s2bN2nWrBk2NjYEBgYik8kIDQ2lffv2vHjxAjs7Ow4fPqzVC5ycnMz+/fs5ceIEHz9+JCQkRMOzZ2pqSpMmTejYsSPNmzcXRYY2r1zevHnp0aMHDx48IDg4mNDQUOLi4jL9nBs3bsyOHTs0mufpa4r4+vVrzM3Nefv2LcnJybRq1SrDMklJSUyfPh1jY2MmTpz4H03y/29AEhYSEv/DpKSksGjRIqpUqUKVKlXE+Xfu3GHbtm2UKVOGfv36idVfXF1dOX78OBYWFvj6+lKzZk2D9vPlyxf69+8vdsGuWrUqXbp0oVOnTuTJk4eUlBRCQ0N58eIFDx8+JCwsjF69euHs7Kx1e3/++Sfjx4/Xa5RklUePHrF582aWLFkiznv37h1r1qzBx8dHdMk7ODgwZMgQ3NzcOHfunN7ERoAiRYqISa+Gsm3bNuzs7GjSpEmWz8PPz48RI0Zo9BhwcHBg1qxZ3LhxQwzfqlOnDhs3bsxQwjItkydPZs6cOQbtNyEhgSlTprBhwwYAKleuzMaNG3nw4EEGo8DExISkpCSqV6/O0aNHv6uk6pkzZ/jw4UOW497d3d1RKpXiPAsLC9auXWuQiLt69SovXrwwKJn6R+O9VSoVK1euFEvOCqLjxYsXesWELoyNjSlcuDBFixbFycmJe/fuMWHCBJycnMiXLx8pKSlZHgF/9+4dGzduZPr06Xr3ff36dVq0aIGJiQkPHz4kb968XL58mTZt2uDo6MijR4/0rh8YGMj8+fPx9fUVw5JcXFzw9PSkUKFCWf4sssKbN2/YuHGjGCamVqv1ejyCgoI0ri9d1K9fn9atW4teCF3N7zw9PRkzZozO36k2o1vwGGdlYOLJkyccPnyYkiVL0rVrVywtLXn16hV//PEH7u7uODo6AqlGdMGCBYmPj+fGjRuUKFECSA1P7dChA0+ePMHW1pZDhw6JXqWgoCB2797Np0+fqFu3Lk2aNMHa2hq1Ws3jx49ZsWIFZ86c4fPnz+LxmJmZ0aRJEwoUKMCaNWt0Dpa0bNmShw8fEhISYtB5GhsbY2trK3qXcuXKxbdv3xg8eDAVKlTIsLwwaBYQEEBSUhIzZ87U6gGaNm0aBQsWxNnZWWsxEYn/RxIWEhL/5cTGxhITE4OVlRUWFhYZ3NvJyclivGzaTqjJyckcPnyYy5cvM336dEaNGsXhw4cxMzNjz549WR4xVKlUzJkzh6VLlwKphu2WLVt0PlD1MX36dJYvX85vv/2WobLNj7B8+XJq1KiBlZUVq1atwtfXVzQSSpcuzciRI+ncubNGfLWuB/vAgQPZsGEDISEhmJmZsWjRIoON4HXr1lG2bFmt8byGsGjRIubMmUOdOnWYOHGihgfpwIEDjBw5kpiYGPLly8emTZt07sdQYfH8+XPc3d15/PgxAKNGjWLy5MlihRSVSkXRokX5+vUrK1eupE6dOjRo0ICoqCg8PT3x9PTM8jkePnwYtVptUB6HgFqtJn/+/MTExNC/f382btyIpaUlz58/N6g3wqlTp/j8+bPW0WNtTJw4MUMeTo4cOVi5cqVBRt+mTZsoXbo0NWrUEOepVCrRoF+1alWm2xg9ejR9+/bF0dFRQ8BNmDCBhQsXaiyb1RHwhIQEJk+erCHGtdGjRw/++usvXF1dWblyJZBaDKFAgQKkpKTw/PlzvQJX4PHjx/Ts2ZPg4GAgNc6+T58+eHh44ODgkOn638OmTZsoVKiQ1hCYtMTExLBv3z5WrFjBmzdvMt2uISE58fHxTJs2LcP3lB6VSkXDhg158OAB48aNw8vL67vCC9VqNXfv3uXYsWNUqVKFDh06EBcXx7x58+jSpYsoItq0acPly5dZvny5hsiOjIykQ4cOPHz4EBsbG7Zu3cquXbvImzcvHTp0oEyZMlo9A2q1Gk9PT5o0acKNGzc4ePAgr169ytKxW1pakpCQoLdqnrYqfoULF6ZGjRqEhYVRp04dBg0apNdT4ujoyIoVK+jUqZPGdvz8/Pj06RPJyckGe1H/rfyzetpLSEhkiQsXLjBt2jS2b9/O0qVLxQZUaac5c+aQmJiYofa8sbExXbp0oVevXjRu3JjDhw9jYmLC9u3bvysMQaFQMHXqVHx8fDA2Nuby5cs0aNCAO3fuZHlbwo3+ZxoTarWawoULM2DAAOrUqcOePXtQKpXUrVuX/fv3c+XKFbp3754habNdu3Y8fPhQTC4dNmwYDx48YPTo0Vy8eJFmzZqRkJDAiBEjGDZsmEHu+oSEBA1XfVYRRrSdnZ2pW7euhpHRqVMnzp49S8mSJQkLC6Nt27asWrUqS83mBNRqNdu2baNhw4Y8fvyYPHny4Ovry4wZMzTKLgp9LQBq1apFkSJFRGN04cKFmeZiaCM2Npbs2bNnaZ2vX7+KnqdZs2ZRtGhRYmNjOXDggEHrx8XFZel7ERJJXVxcxLyWrDT6Sk5OzrA/hUJBoUKFDK5m1rhxYwoVKmSQV6hdu3Zs3bo1Q5+AfPnyafWwmJmZZXrdvHjxgr/++guZTMaIESPE+VZWVqKhaug9QC6X069fP86ePUvjxo1RKpVs3ryZSpUqMWnSpCxVSzKUhw8f0qBBA53vP3nyBA8PDzEXzBBR4eDgYNCgweHDh6ldu3amyykUCnFQKFeuXN/drV0mk1GpUiW8vLywtrbGy8uLy5cvM2XKFPz9/bl9+zaAKHTT9xixsbHBz8+PihUrEhkZSadOnQgPD2fKlCmUK1dOZ7iRTCZj4MCBnD59milTpnD79m0uXbpkcHlfLy8vAgMDtVYdE7Yv9D65fPkyM2bMoG7duhgbG/P69Wt27drFuXPnmDt3Lo0aNWLVqlWsWbMGNze3DLkyISEhdOnSJcM9o1q1akRGRhr0/f/bkYSFhMR/Id++fWPu3Lk8e/YMT09PBgwYwMiRI5k4cSITJkwQp/HjxzNs2DCmTJmiNaE3JSWFLVu28OrVK+RyOVu3bv2u8Jy0tGvXjoEDB+Lo6EhISAgtW7Zk+/btWdqGUC3F3t7+h44FUnshHDhwgIYNG+Lm5kZISAhyuZyOHTty7tw5/P39adKkid6qNwqFQnSjm5qaig/2XLlysXv3bry9vZHL5ezYsYOmTZtmOhqXmJiot0JLZggdkXWNwhcvXpwzZ87g4uKCSqXC29ub3r17a4RPZca3b98YMGAAI0aMIC4ujgYNGnD58mWtDQkBMcZfEBxdu3bFxcWFlJQUBg0aZFCfibR8j7AQRrptbW2xsLAQDREfHx+D1o+PjzdYWCQlJYn5P4MGDWLQoEEAXLlyxWARl5SUlCEnSKBWrVqZXv+GGrBpEYSyv7+/mBu0fv16nWIoM8GyevVqAFq2bKnhEQWoVKkSAAEBAQYd28WLF6lUqRKVKlXC19eXo0ePUrNmTRITE1mzZg0VKlRg5syZfP361aDtGYKNjY1G2VRIvZb37dtHs2bNqFWrFhs2bCA6OpqiRYsye/Zs1qxZo7fJY69evQwy/gMCAgxONBbyIHT1TskKcrmcWrVqMXnyZNGjXb9+fW7dusXZs2fFa+r69etAarjYoUOH8Pf35+rVqzRv3px8+fKRlJTEhQsXDPp+hZC8c+fOIZPJKFu2rMHiuUiRIpibm7Nw4UJmzJhBjhw5NN63t7cXhXGZMmUYNWoU/v7+BAUFsXPnTvr370+BAgVQqVS8fPkSb29vJk2apPd3KjQbFciXLx+RkZFYWFhk+V72b0MSFhIS/2VcvXqVWbNm0bx5c60j7GmRyWQ6G/qo1Wo8PDzYsWMHCoWCnj178u7du59yjO3atWPQoEG0bNmSxMREhg8fzrhx4wyu9PEzPBZxcXH8+eefVK5cGXd3d+7du4e5uTnOzs4EBASwefPmLNUkL1CgAECGMqNyuZxx48Zx6NAh8uTJw+PHj2nQoAGHDx/Wua2kpKQf8lgIwkJfEqGlpSXr1q1j6dKlmJiYcPToURo0aMCDBw+A/+9IrY07d+5Qv359fH19USgUTJs2jQMHDugMZ1Gr1aKwSGsoL1q0iAIFChAcHMz48eOzdI4xMTEZDIjMEK5f4bvq0aMHRkZG3L59Wwzj0kdWhMWVK1eIjo7G1taWSpUqUa1aNUxMTAgNDTU4zEObx0JA+Nz1UaRIEZ2jxPqMJoVCQd26dcWSrk+fPtW5rLm5uc6SoGFhYezevRuAkSNHZnhfEBZ3797Vuf20CAUYBGrXrs2xY8c4cOAAlSpVIjY2lqVLl1KuXDkWLlxIdHS0QdvVR79+/fjjjz+4fPky9+/fp2/fvmJRiZs3byKXy2nYsCGjR4/G1dWV4cOH06NHD62eH2GwYPXq1Zl66b59+4axsbHBhR+EohM/02ujUCho3Lgxnp6e3Lx5k1atWhEWFsaHDx+Qy+W8ffuW2bNns3btWmQyGSqVisTERKpUqcL169epVasWycnJdOzYUWsH9fS4u7tz6NAhMfzUkPC4tMsZGxszaNAgvL296datGy4uLhw6dIgHDx5oFcbZsmWjVatWLFmyhPv373Pr1i2aN2+usy+SgFCt6tKlSxrzCxcujJWVFffu3TPouP+tSMJCQuK/hJiYGBYuXMi9e/eYOHEiTk5OBq+rUqm4dOkS+/fv59KlSyiVSiZNmsSmTZuQyWSsXbuWFStWEB4ezrFjx374WMuUKcOHDx/YsWMHXl5eyGQyNm7cSNu2bQkNDdW7rlqtFoXF93gsIiIixA6q48ePJzg4mFy5cuHp6cmjR4+oXbs2hQsXzvJ2dQkLgXr16nHx4kVq1qxJdHQ0bm5uTJo0SauY+lFhIYRbWVpa6l1OJpPh7u7O8ePHyZ8/P69fv6ZZs2Zs27ZNawnSlJQUVq1aRbNmzXjz5g358+fnr7/+YsyYMToNWEg1kAVDNq2wyJ49O+vXr0cul7Nnzx72799v8DnGxsZmWVgI343wXdna2opVXgzxWiQkJOj0IKTnr7/+AlLLpMrlcszNzcVwuYsXLxq0jcyuA2EkPf3ot42NDTKZjEuXLjF//nyD9qUNwYjXl1ydL18+AgMDtb63fv16MUk/bZ6IgNBs7M6dOwZ5cZRKZQZDWyaT0ahRI86cOcOOHTsoXbo0UVFRzJ07lwoVKrBq1arvSnYXyJcvH7Vr12bcuHHUr1+fQ4cOERcXR758+cR7xsGDB5k6dSpfvnzh8uXLgKbnZ8OGDeIIeZMmTYiLi6Nr1648fPhQ534PHDiQoTmgPoRctYiIiO8+V12YmJjQp08fdu7cyeDBg8mdO7dozMfFxTFnzhzat29Phw4d6NSpE02aNCFHjhxs3boVe3t7YmJi6NKlCxcuXNC7n+zZs9OgQQM2b94MpN7f9Xl2ZDKZhlcuMDCQRYsWUb9+fXbv3s2IESO4deuWQQNWMpmMYsWKMXLkSINzqNI/q6pVq0ZycrLBQvnfiiQsJCT+C4iNjWXQoEHUqFGDXr166fRCaMPPz4+yZcvStm1bBgwYQNu2bSlUqBBr164FYNWqVXTt2hWFQoGHhwfnzp3j/v37WTq+lJQUjh8/Lt6IN2/eTJMmTZDL5UyYMIE9e/ZgbW3NjRs3aNCggehi10ZkZKQ4+p1+RFAfr1+/xsPDg7Jly7JgwQI+f/5MwYIFWbRoEY8ePcLT01OjrGJWERpDCeE22rCzs8Pf359Ro0YBqT0B2rRpk6ERVlJS0k8JhTK07GGlSpW4cOGCRj7IiBEjNFz9nz59omvXrnh7e6NUKunQoQOXLl3S2agsLWlLnaY3zGvUqIGHhwcAY8eONbixXHx8fJZDodILC0BMVt6zZ0+mZUQTExMNEhZqtZrjx48DaPRHEQzF9COdukhOTtZ5Hbx7944//vgDgC1btohN9Nq2bcuLFy/EIgkLFiz47sppQiUzfcIiJiZGaxWk6OhoNm7cCKCRW5GW0qVLY2JiwpcvXzKNTX/x4oXegQSZTEbr1q25fPkyGzdupGjRokRGRuLt7U3FihXZsGGDhoGZfjAlfdLvx48fWbJkCRUqVGDw4MGiiGvQoAE+Pj48fPgQT09P8Zjkcjljx45l7969YjiS4Pnp0qULdevWxdzcHB8fH2rWrElUVBSdOnXSKcqEQQ5D+ZXCAsDa2prSpUtz/vx5unXrJp53YmKiTuM/ISGBzp0707hxY+Li4ujWrVum5cHbtGnDkydPuH79Om3atBG/l/TeU+H/efPmiftXKBTkyJFD9ITVqVOH7t27s2TJEoPD4ypVqpShiaMu0j9/ypYty9evX/X2MJGQhIWExH8FQkjPiRMnsrSeUAUm/Y1QCG3o27cvvXv3Fuebm5vj6enJxo0buX79ut7OsGkJCAjg7NmzbN68GQ8PD16/fk3Dhg3F95s1a8b58+cpXbo04eHhtG3blg0bNmgdxRT2aWtra5CAunv3Lv369aNy5cps2LCB+Ph4KlSowObNmwkICGDgwIEaBnhWmoWlRTBWw8PDxRHSpKQkjdCE+Ph4fH19xcoh1tbW3Lx5k3r16omleCF1ZPZnhEIZUulIQMgHmTJlCnK5nJ07d7Jv3z6CgoI4f/48derU4cyZM5iZmbF8+XI2b95ssMdAn7CA1ApFVatWJSoqit9++01vZReBlJSULCepCsIibahDgwYNcHR05OvXr/j5+eldPzk52SBh8eTJE96+fYupqalG4q8QL3/p0iWDRuj1hULNnj2bhIQEatWqRZs2bUTvgpWVFQqFgn79+jFu3DggNR48vUFnyP6FbT558kSreHj48CGfP3/WKFUt4OPjw7dv33ByctJa+x9SR8IF8ZJZHP6xY8cMKuMpl8vp3LkzN27cYNWqVTg6OhIWFoaHhweVK1dm+/btHDp0KMNgStmyZfHz8+Py5cu4u7vj7OzMrFmzePfuHTly5GDYsGEEBARw6NAh2rVrpzXE1NraGjc3N9avX6/z+CwsLNi9ezflypXj06dPdOjQIUOI6cePH7G0tNRoFpcZgrD4FQnsAi1btuTIkSMkJiaKv6Fr167pXD48PBwbGxt27NhB8+bNSUhIoEePHqLo1oaxsbFYkSo0NJTSpUuzYsWKDEZ82rwJgcKFC1OgQAGN7ZcpU4bhw4ezcuXKTL3hkPqMK1y4sNiYUBd58uTJkP9ibGyMmZkZxsbGv0zg/S8gCQsJiX849+/fR6lU0r9/fz5//ixWoskMlUqFp6enXgPj1KlTGYw8GxsbPDw8uH//Phs3bsTT05MvX77o3ManT5/Ys2cP3bt3x8vLi8WLF7NkyZIMRmGRIkU4efIkHTt2JDk5GQ8PD4YNG5ZhFNmQMCi1Ws2pU6do27YtDRs25ODBg6SkpNCkSRP8/Pw4d+4cHTt21Jp4mpnBJQiPqKgoMewBUrvpCoZ8SEgIgYGBYlfy8ePHM3r0aKZNm4apqSkjRowgKSmJs2fPUr58eSIjI+ncuTPz5s1DpVKhVCoNDrnRRlY9FgJyuRwPDw8OHjyIjY0NERER1KhRg44dOxIeHk6pUqU4e/Ysffv21fvQTY8gLIyNjbWGTBkZGfHnn39iZWXFtWvXWLZsWabb/B4BqM1joVAoxDLAW7du1bu+Uqk0SMwKhk2DBg00wtGqVKmCubk5ERERevMWBFQqldb93bt3jz179gAwZ84cZDKZKPLSJuBPmTJFTNB3c3PLsqexcOHCYhnP9HkhCQkJbNy4UWtuTHJyMmvWrAFSvRX6wuSE0WV9laGio6MJDg42uG8O/H8p2oCAABYtWkTevHl59+4dw4cPp2/fvhkGUz58+ICrqytt2rThwIEDJCcnU6VKFf744w+ePn3KnDlzKFq0aKb7LV26dKYJ1NmzZ8fX15dixYoREhJCx44dNQTBgQMHMi1vmx4hx+JnJG/rwsTEhPr167Nr1y7Kly8PpIpOXfd/f39/2rVrh5mZGdu2baNt27YkJSXRp08f/P39tXqNLly4wIQJE0hISKB06dIcPXoUNze3DGFluvIm2rZty8WLFzUGvQoWLMikSZPYsGGDRtdvXVSvXl1nrxohKb9WrVpar+uqVauiUqmkcCg9ZL1rkYSExN+GSqVi27ZtjB07FplMhpmZmcEG6dWrVzN12b5//569e/fSsmVLsmfPLhqTBQoU4LfffgPgwYMHTJ8+nTZt2tC0aVON9S9fvoyvry8uLi4aidC6jFIrKys2bdpEpUqVmDZtGjt37uTp06f4+PiQP39+VCqVGJ9uamqKSqXSEChJSUn4+vqyatUqnjx5AqQaGJ07d2bEiBEaiZ+60CcsPn/+zPTp05HL5RgbG5M3b1727NkjGsw2NjZiPfvIyEiNUIn03V0rVKjAxo0badasGUZGRgQEBLBgwQKuXr1Knjx5mD59OgqFArlcjlwuR6FQiJNcLsfIyAiFQoGRkRHGxsbiX2NjY1FcPn/+HEtLS0xNTTExMcHY2BhTU1OMjY0xMTER5wvzBOrXr8/WrVvp2LGjGD5SpkwZjh07hrW1daafYXoEYaHPC1OoUCEWLVrEkCFDmDdvHg0bNhRj8LWRVWEhJFyCprAA6N27NwsWLODKlSsEBgbqzE/SV6UpLdrCoCDVMKtRowbnzp3j0qVLYgMxXWjrCKxWq5kyZQqAxu9KCAtLG/Ihk8lYvXo1YWFhXLx4ERcXF06dOpXh/HUhl8spXbo0t27d4tGjR2J52JSUFGbMmIFSqWTJkiXkzp0bJycnKlSoQP78+Tl48CAhISHY2tpmGq9uiLBYv349HTt2/K4yqqampgwcOJBevXrx559/Mn36dL2/cZlMRu/evRkwYIBoPGcFc3NzlEolnz9/1pt4nSdPHg4ePEiLFi0IDAykU6dO+Pv7kyNHDl68eCGG6BmK4LGIjo7+4XLVukhKSuL69euULFmSihUr4uTkRGBgIDdu3Mhwrb98+RKVSkWRIkWA1Gt/06ZNDB48GF9fX9zc3MiePbuGKMmVKxdRUVEolUpq1qyJk5OTeF0LYWWZoVAocHd3Z9WqVcyZM0e8ZnLnzs2MGTOYO3cuTZo0Ea87bVSuXJlr166xf/9+3NzcNIoT2NvbM2/ePKKionj69GmG33C1atU4d+4cd+/ezfA8lEhFEhYSEv9gzp49S6VKlbC0tEStVhMVFWVweIqhno0hQ4YAqQ+GPHnykCdPHmxtbTX+VqtWjQMHDuDv78+ECROwt7fn7du37N+/n1mzZmXJpS/Uuy9btizu7u7cvXuXBg0aMHDgQHx8fEQxdOPGDcqWLcv8+fNp2LAhW7duZc2aNeJIlZWVFW5ubgwZMkTsGmsIaY2OlJQUnj59yu3bt3nz5g0fP35kxIgRlCxZMsN6kZGRYnLigwcP2LJli8bDPb2B2L17d0JCQkhKSqJ169YcO3aMFStWcOnSJSwsLFi/fj3lypVDqVSiUqlET0b6/1UqFcnJyeJ7SqVS9PLExsYSFBREcnKy1uWE9ZVKJSkpKajVatRqNa9eveL8+fMkJyeLTaUePXpE1apVqV+/PlZWVhgZGYkCS6FQiOJGEDAmJiaYmZlhZmYmjqLKZDLu3buHhYUFlpaWWFpaitsSPpPTp0/j6+vLgAEDuHjxos5rJzY2lsWLF2NqaqqxvWzZsmFtbY21tTXZs2cne/bsmJiY8O3bN7EMZPqqLw4ODjRt2pQTJ06wbds2ZsyYoXWfhngsPn78KNb7b968eYb369aty7lz57h48aIozrPCX3/9xeXLlzE1NcXb21ucr81jAam/223bttGyZUuePHlC165dsxQyWaZMGVFYdO7cGUit5lW5cmU6depEZGQk7969IygoiF27dhEREcG+ffvEdU+dOkXFihV1/gYF8Sh4XtN7Eb9+/cr79+8ZM2aMwcesDQsLCypVqpSpR1KtVuPi4vJdokLA3d2d2bNnU6RIEX777TedlfkcHR05fPiw2D26e/furFixgly5cmU5xyp79uwYGRmhVCqJiIjI0j3PEJRKJatXr6Zjx45cv36datWqUbNmTQIDA7l27VoGYbF9+3bc3d015hkbG7N+/XrCwsK4cuVKBk+H0Hm7SpUqHDp0iNOnTzN27Fhq165N586d9Xq+0mJra0utWrXYtWuXRiivpaUl06ZNY/HixXz79k0jHDct5ubmGBkZ0bhxYz5+/Ei7du04ffo0zs7OHD16lBw5cvDx40d8fX0zCIvcuXMjl8uJiIjQW1nv34wkLCQk/qEkJydz/PhxJk2aBKQKhaw8jAwt5WdhYUFcXBxJSUm8f/8+07wKHx8f0XtSoEAB3NzcRBGSXpDY2tpiY2OjNSSpQYMGnDt3jj59+vDgwQOt1W1CQ0NxdXXF3NxczGuwtbVl8ODBuLu7Z7lqkEqlIjY2lunTp4vlHh0dHSldujT169fP0L04LTY2NjRo0ICXL19SsmTJTEcMTUxMxNE8SPVgdOzYkV69ehEUFETfvn2ZMWMGQ4cOzfLDSUgO79Spk1YRpIv4+Hi8vLw4efIkkDo699dff3Hv3j2GDx9OeHg458+fZ/369VStWpWkpCS9U2JiIgkJCeI1I5fLuXHjBgkJCSQmJpKYmEhSUhIqlUoUNVZWVlhZWfH69WsaNWpEnTp1AERvjZGRkShghLjt+Ph44uLiiI+PJyQkhLi4OPH/uLg4VCoVHz9+BFKNBm9vb1JSUpDJZBreHkjNV8qWLZvYj0QQSSYmJkRGRnL69Gm9362QP1GwYEGuXr2aQagKYWrnz5/n+PHjmJmZaYixtK+Tk5M1tp2cnCyWmB06dKiGQBJGdrX1IsmePTv79u2jadOmPH/+nF69elG8eHGDron0laF8fHywsLCgc+fOyGQycbBBGAE+e/Ys69evx8LCgpEjRxIREcGOHTv4/PkzSUlJWFlZMX78eNHz5eTkhLW1tTgCLORcCKxfv54uXboYbFRqQ61Wc+XKFYO6yAPs37+fChUqZGlAJC3lypVj0aJFHD58mNmzZ+sUqgBFixblwIEDtG7dmuvXr+Pi4kKDBg3w8PAQQ+GsrKywtrbG1tYWc3NzkpOTxUGCtIMF5ubmREdHs3z5cuzt7enYsaNGhTulUin+LtP+RpOTk8X/hdfCPpKSklAqlbx69YoWLVpQtWpVfH19yZcvHzVr1mTbtm2cOHGCsmXLkjdvXmrVqsW3b9+Ii4vTuL+l5fXr13o/v9DQUIyMjGjdujX169fHz8+PMWPGUKNGDXr06GHQd1CvXj1WrVrFs2fPNO6BJiYmeHp6snbtWnx9fenUqZPW+2vVqlW5cuUKrVq1omPHjpw+fZpcuXJx9uxZOnXqhK2tLfHx8Xz58oWcOXNqrFusWDHu3r1LaGjoT+m19L+GJCwkJP6hHDt2jDp16ogG0bNnz7JUJrVmzZpYWVnprEEvk8mwt7fnwYMHYhLyp0+f+Pjxo/hXeJ32vS9fvqBWq4mPj+f58+cZmktp20+uXLm0io48efLg4eHBwIEDNRKABQSjLT4+HicnJ0aOHImLi8t3hwHExcVhZWVFv379cHR0zHLohVAZ6nv7fZQqVYoLFy7Qpk0b7t+/z+TJk8Uk1KxUQBKM18zKzabl6dOnuLu78/TpU2QyGa6urhQsWFCcnJ2dcXV15cmTJ3Tq1Alvb29GjRplkMEnVNvKmTOnQaP0Li4utG3blpcvXzJ58mTatm2rYfwkJSWxatWqDEaoPo4cOcL+/fspXbq02PVb8O4kJCQQHR3N2bNniYuLw8TERKzBLxhjSqWSli1b6qxOIyAY4JUrV8bc3Fzj/fv376NQKDAzMyM2NpaHDx9ib28v7ie9Vym9SNi6dSsvX74kd+7cGUbw9QkLSPXK7N27l1atWnHlyhVCQ0O1hlqlR7imr1+/zrx580hMTMTb21un2F25ciUArq6uGTpWp6SkcPfuXaZPn86CBQvEEMIKFSpw8eJF7t69q/GdRkZG8vHjR62lag0hPDycXbt2sW3bNoN7h0Dq57x//37at29P7969qVmzZpbFvUKhIH/+/AbdC8qUKcO+ffto3749wcHBfPnyhU2bNiGXy4mOjiYyMpLPnz/z6dMnkpKSsLS0FAW2MCkUCmxtbYmOjqZkyZJUqFCBnTt3EhMTI+YFpA+hTP9aENlpJ2NjY5KTkzE2NqZevXokJiZibGyMTCYTB3OePXvGgAEDgNTBiFmzZmkNVYyIiGD//v0GheBevXqVunXrYmVlRc+ePenYsSPbtm1j3rx54mCaPmQyGf369WPZsmXMnj1bY9BNLpczdOhQ9u7dy8aNG+nXr1+Ge33lypX5/fffadWqlSgOEhISNHKjGjduzNGjRzW8IpAqSk6dOsXx48czeG0kJGEhIfGPJD4+nosXLzJ58mRx3rdv3wweoRfitHWJCgGhlJ+5uTkFChQwKDY7KSmJyZMni+Vk0wqRiIgIDUEiuIsjIyOJjIw0KKFVFx06dKBo0aK8f/+efPnyZcmoFkhOTiZXrlyiMZVVhPCDu3fvcunSJWrVqpVlcZItWzZOnTpFu3btCAgIwM/Pj0ePHrF161aDDGnBEAbDhIVarWbr1q1MmjSJ+Ph4bG1tWbduHdmzZxdDeiB1ZFkITdi9ezczZszgxo0brF27NtPrTgjNMlTw1a5dm7Fjx7J48WJGjRpFlSpVcHR01Fg/q4aetopQRkZGoockd+7clC9fnmvXrnHx4kWtDd0yIyEhgYEDBwKpDeGEbuwCL1++pHbt2ty/f58TJ05gZmZGr169dG5vwoQJ4utv374xb948ADw9PTPkugjfQXR0tNaQIkg1YLdt20bnzp0JCgpixowZekfTAbGxWXR0NLVr16ZatWo6r+l79+5x/vx5FAoFQ4cOzfC+XC6ncuXKfPv2jcmTJ1O3bl2sra3F301AQIDYDR1g3bp1dO/ePUveCqVSyenTp/Hx8eHEiRNi8QkrKys6dOjAoUOH9N73TE1NcXR05NWrV+zcuZOdO3dStGhRevXqRffu3bM0Av3gwQOxd0l6Pn36RHBwMF+/fhXD9IQwOT8/P0aOHMnq1avFcD5do/9pyZ8/P69evcLS0pIqVapordb1PTx+/FgclX/58iWFCxfGz89PLBOdltDQUAYMGEDZsmVZvXo1L168ECch1MkQ0ofqmpubM2jQIPbs2cPMmTP1iluBbNmy0aFDB9avXy96cdPi4uLC6dOnWblyJUOHDtXInzI3N0culxMVFSVWpAoLC8PR0ZGQkBAcHR3FSmI9evTQ+E2ULFkSR0dHnj59KoVDaUGqCiUh8Q/k0KFDNGvWTONmVrFiRbFrsj5SUlIYN26c2KfCzc0tw8PS1NQ0Qyk/QzExMaF79+7cv3+fpk2b0qtXL0aPHs3cuXNZv349hw4d4urVq7x8+ZKIiAhevHjB5cuXOXjwIOvWrWPWrFmMGjWKHj160KRJk0y7oAosXryY1q1bU7lyZRwcHMifPz9Vq1alTZs2DBw4kClTprB69WqxAklgYGCGzrxKpfK7EkQhtXSvUCEnKChIo4RlVjExMaFcuXIcP34cR0dHgoKCaNq0qUH9CARvBWQuLL5+/Uq/fv0YPXo08fHxNG7cmMuXL9OwYUNiYmIyCAELCwvWrFnDihUrMDU15fjx49SvXz/TTrOC0MlKf5WJEydSqVIlvn37prUE7fcKC33iWBBuZ86cMbifRlouXrxIXFwc9vb2WmP0IyMjsbOzE8O70lYVy4zly5cTGRlJsWLFtCb2phUaQi6JNurXr8/q1asBWLFiBX/++afOZWNiYvj27RuFChUCUkWoPnEobLdTp056P+dGjRrh4uKCUqnk7du3onDw9/dn2bJlhISEEB4eztevX/Um8Kfl9evXzJo1i7Jly9K9e3eOHTuGSqWiWrVqYkhMnz59xOaRukhMTMTFxYXjx4/Tu3dvrKysePXqFTNnzqRMmTK4uLhw+PBhg5quPX/+XGeS8MyZM7lz5w4RERGYmZlRpEgRvLy8RE/Fzp078fLyMqgssIBQGepnlzoNCwsTnxGPHz+maNGiOisKCiGNDx48YMqUKfj4+HD9+nU+f/6MTCbD1tbWoH3qCtXt1q0bSqWSLVu2GPTZlCtXDkBnb6QmTZrQtm1bli5dmuF5IIRDpRUW9evXF8W2XC6nSpUqXLlyRWM9oRhGsWLFslyJ7d+A5LGQkPiHER0dzZ07dzS8FZA6WhUTE8PTp08pVaqU1nVVKhUjR45kx44dyGQyVq5cSZ8+fVCpVFy9epUnT54wceJEEhMTM4y2ZoUKFSqwbds2nSOnAoL7Xt/D5tKlS7Rt2zbTfTo7OxMfH09YWBhxcXFER0cTHR2daXlBKysr8ubNS758+bC2tiYyMhIrKyvy5csnzs+XLx/ZsmXTacwK/UDSP+hCQ0Nxc3P7bpFWuXJlLl68yODBgzl58iQjRozg+vXrLFq0SGcpWUFYKBQKvYb8rVu36N+/P2/fvsXIyIipU6cyfPhw0ciLi4vTug+ZTIabmxvly5fHzc2N4OBgmjdvzoIFC3Bzc9P6GRlSFSo9xsbGbNiwgbp163LlyhVWrVrF6NGjgVQB+CuERc6cOalSpQq3b99m+/bteHl5ZWkfaatBaTu+6OhobG1txeo2V69e1fsbEcJJ3r59KzbDmzlzptZkYGNjYywtLYmNjeXbt296KxJ1796d9evXc+fOHSZOnIi9vT2tW7fOsNyWLVto3bo14eHhvHnzhocPH1K/fn2t2wwODubgwYOA7oZ4aUk7ot6wYUO2b9/Ot2/fqFixIps2beLdu3c6498FEhISOHLkCD4+PhrdzG1sbOjevTt9+vQR4+vDwsJwc3MjJSWFatWqERISohGSY2lpSevWrdm7d69Y9nnVqlXMnz+fw4cPs337dq5du8bJkyc5efIkNjY2uLi40Lt3b5ydnbUeX4MGDZgwYQKlSpWib9++GuE45ubm9OzZM0OvmQoVKrB69WqGDh0qegM9PT0z/TyF84afLyzCw8PF6mPPnj3D2NjYoCZwtWrVok6dOhQvXpzixYvj5OSEqakpZcuWJTQ0VKswEEJwhW7a2nBycsLCwoItW7YYVPq6Z8+eLFiwgBIlSmTIh4DU+2z27NlZtmwZQ4YMEQWaUG64cePGQKpH287OjhcvXoieCEGop++SnidPHipWrMiRI0d+6Fn6v4gkLCQk/mHs2bOHdu3aaY31njRpEosXL0atVlOkSBFatGghjjYqlUqGDBnCvn37kMvlrF27FhcXF+D/S/nVrVuXo0ePcvHiRfbu3avV1W0oRkZGfP782eARKl0ILmld5UWFB9HFixdRKBSo1Wqio6MJDw8nNDSU8PBwwsLCCAsLyzAvJiZGnNLGYN+8eTPDfiwsLESxYWdnJ/7NkycPU6ZM0Tl6J3wvrVu3zpI3RDDwhcZ1y5YtY86cOezYsYN79+7h4+Ojta6+MCJraWmp9YGbkpLCypUrmTVrFiqVioIFC7Jp06YMI8OxsbF6hUCFChW4cOECgwcP5vjx44wePZrr16+zdOnSDIJEEBZZ8VhAam+TBQsWMHz4cGbPnk39+vWpWLFipoJVG4YIC7VaTceOHbl9+zY7duxg4sSJBn9nurptp0VIBi9btiw5cuTg69ev3Lt3L9OQldmzZ5OYmEidOnV0bhtSw6EEYZEZ5cuXp2zZsmzdupUBAwbg7++vcRzJycm8fPmSwYMHc/PmTY4cOaK3A/cff/yBSqWiQYMG4iixoTg4OJA3b16xAIWLiwubNm3ir7/+IjExkZMnT5IvXz5iY2OxtramZcuW7N69m71794rldWUyGY0aNaJPnz60bNlSI6wlKSmJvn37EhYWRqlSpThw4ADm5uZcvXqVkydPsmrVKnLlysW6desoU6YMU6dOZeHChaSkpDB58mR69epFr169CAwMFMOjwsLCWLNmDWvWrKFixYr07t2bzp07a4QFtmrViiZNmnDu3Dm8vLxwcHBg+PDhmJmZYW5uTlRUlNYmlj179iQqKgpPT0/mz5+PtbW11tCy9PxKj4WdnZ2YO6evb1FaWrVqxfDhwzPMnz9/vjgIkfa+qa2btjYKFiyIlZUVUVFRbNq0CXd3d73iwsTEhD59+rBy5UqmTp2qdVknJyc8PDxYvHgxrq6uFCpUiJs3b1KgQAFMTEzInTs3ERERhIWFUbhwYYKDgylUqBAWFhbkypWLoKAgjXC14sWL8+3bN1JSUoiIiBDLAUtIoVASEv8oPn/+TFBQkM4Hd548eViwYAGTJk3C2dmZlStXcufOHZKSknB3d2ffvn0YGRmxadMmUVSkp3v37gDs2rUrS274tOzdu5fixYv/sKg4ceIE7dq1E0WFrodH2geRTCbD2tqaYsWKUa9ePbp27cqIESOYM2cOGzZs4OjRo9y+fZuQkBDevXvH7du3OXLkCBs2bGD06NHUrFmTrl27UrduXYoVKyaGmMTFxREUFMS1a9c4cOAAa9asYerUqQwZMkRvUyq1Ws379+/FUrSGkvZc5XI548aN49ChQ+TJk4fHjx/ToEEDDh8+nGE9IX5cWxhUeHg4nTt3Zvr06ahUKjp16sTFixe1hpvExcVlWmUsR44c7Ny5U+ztsXv3bpo0aUJgYKDGcoKw+J6mf7169aJ9+/YolUoGDBhAbGwsSUlJWQ5Z09XDIj0NGzYkV65cvH//PkO3an3cv3+fDx8+YGFhkWH0ElINdUFYKRQKateuDaAx0p4etVrN3bt32bt3L5AqMPQZUNp6WehCCBMqVaoU8fHxuLi4EBQUJL6/c+dOGjVqhJGRUYbKUOn5/PmzGKanLZY9M2QymTgiHhAQwIYNGxgxYgSjR4/m8uXLLFiwgDZt2uDo6MjBgwdp1KgR69ev5+vXrzg6OuLp6cn9+/fx9fWlQ4cOGa6zKVOmcP36daytrdm+fbvYnbxu3bp4enpiYmLCu3fvePnyJSNHjhSrRy1evJgZM2aI90EnJyemTp3Ko0eP2Lt3r9iB++7du4wbN46SJUsycOBALly4IN6zhOplixcvpkKFCnh5eREfH4+FhYVeATh48GDRY+bl5cX27dsz/RwF4/VnCwuhA/ynT5+wsbExuKJg+vBFgXbt2rF161aDumlro2DBgrx69YoOHTpQrFgxNmzYkGlfm0KFClGwYEHOnj2rcxk7OzumTp3Kzp07OXr0KAEBAfTr1098D1K90A0aNNDoON68efMM9+JixYrx+vVrGjduzJEjR/Qe278NSVhISPyD2LFjBx07dsx0uZw5c1K3bl28vb3ZsmULHTt2xM/PDxMTE3x8fOjQoYPOddu1a4eFhQWvXr3i1q1bWT7GZ8+ecfv2bbFKyPeyZcsWevToQVxcHA0bNmTdunXky5cvw3INGjT4rjAjSE3uc3Jyok6dOnTp0oUePXrQsmVL/vzzT/z9/bl16xZv377l/fv33Llzh6NHj7Jp0ybmzJkjVqAytJxr586dqVq1Kq6ursydO5eDBw/y7NmzDCVFBbQZkPXq1ePixYvUrFmT6Oho3NzcmDRpkka8d1qPRVrOnj1LnTp1OHfuHObm5qxcuZKNGzfqrDYVHx9vUOiSXC5n9OjRHD58GFtbW548eULDhg01HrRC9ZiIiAixw66hyGQyli9fjoODA69evcLLyyvLwkJIkIWMPSzSIuQQCOI6s07caRG8FQ0bNtT6ub18+VLDkBLEx6VLl3RuUxgxh9TY8sxCKjKrDJWWiRMn8uHDB1q1aoWjoyOfP3+mQYMGjBgxgiVLlnD79m2aNWsG/H/J2efPn2vNLdi4cSNxcXGULVs2QyUoQxHE7ZEjRyhatCj58+encOHCdO7cmQkTJtCmTRu8vb0JDAxELpfTvn17fH19uX//Pp6enjoF4549e1i/fj0Aa9euzeDls7S0FMNuTp06BcCwYcPE8tbLly9n6tSpGoMsRkZGNGvWDB8fH54+fcrcuXMpXbo0CQkJYnWn8uXLM3/+fNFTplAoaNKkCd27d2fSpEmEhYVlGk40fvx4ccR/5MiRWgcS0vIrhEXa8378+DHFixenVq1a2Nvb6xS5MpkMGxsbvc0027VrZ3A37fQ4ODiIn2vbtm0pXbo0a9as4eXLlzrvp0lJSTx79izTgYXs2bMzY8YMYmJi8PDwEO8zQo5JaGgopUqV4tWrV+Jnkz9/fj59+qRRFKBw4cK8ffsWZ2dnHj16pPO4/o1IwkJC4h9CaGgokZGRBtefh9SY9tevX3PlyhXMzMzYuXMnrVq10ruOlZWVmNOwe/fuLB1jXFwca9asYeLEid9dd16tVjNz5kxGjx5NSkoKvXr1Yu/evXTr1k1j1H/u3LlA6ohvVkpJ6kNX8ralpSVFihShdu3adOrUiWHDhjFz5kzWr1/PokWLDD6vly9f4ufnx8KFC+nXrx81atTA3t6emjVr4u7uzsKFC/H39+fZs2c6t2NnZ4e/v784MrxmzRratGkj9ooQEncTExO5dOkSCQkJTJs2jU6dOvHp0ydKly7NuXPncHV11Tv6nZiYmCUPQ926dTOIHi8vLw4ePMjMmTOB1KpB35PUnjNnTtasWYNMJmPr1q0cO3YsS6FQgrfCxsZGb0K7YCgIlYmOHz9OWFiYQfvILAwqvVEj5Flcv35dZyJwcHAwV69exczMTKMZni6y4rFwcHDg48ePDBkyhDNnzlCgQAGioqJ49OgRderUYciQIaLHqmDBglhbW5OcnMyLFy80tpOQkCAa7iNGjPjuCjhCkvPDhw9p0aIFK1eupFq1arRs2ZJdu3YRFxdHiRIlmD17NmPHjqVy5crUrFlTr8B88OCBmJczfvx4nfe+Jk2aAGh4qAYPHiz+tletWqUzkTp37twMHTqUK1eucO7cOfr374+1tTXv3r1j/vz5lC9fng4dOrB//37i4+OpVq0aw4cPp3nz5pw9e5aJEyfy6dMnrcclk8mYNWsWffr0ISUlhQEDBuj1ognCQtf2voevX7+K+TpBQUEUKFAAhUIhCi9d5ZdHjx6daRUowWvUpUsX6tata/BggbGxMUqlUvy/VatWtGnThkePHrFixQrmzZvHhg0bOHfuHO/evUOlUrF27Vo6depEsWLFMt2+mZkZgwYN0uhjIgwKfPjwAZlMhpOTk4aHr0GDBhqNJ01NTUlOTkYmk1GtWjW9Awj/NqQcCwmJn0BCQgI7duwgKCgIBwcHChUqROHChSlcuLDBCa3btm2jS5cuBu8zNjaW7t27c+nSJYyMjNizZ4/OxMv09OzZkz179uDr68vcuXMNPsbff/+dli1bfncIVFJSEsOHDxdDPzw9PZk4caL4sBIeJsbGxgwdOpTz589z8uRJ5s6dy8aNG79rn2lRKpVZFkTC6F1myYgnTpzgxYsXPH36lGfPnol/hYT79KV2FQoFly5dolSpUpQqVYqSJUtSqlQpChQogJGRETNmzKB69epiDHy9evXo37+/WOXn3bt3tG3bVqxDD9C/f/8MNd11kZSUlOXQpXz58uHv78/MmTNZuXKlmHCcnu9Jaq9Xrx6jRo1i+fLleHt707dvX4OPy5D8CkgVFnK5nJIlS1K9enVu3LjBzp07GTt2rN71Pnz4wL1795DJZFq7bQvHkDZEqlSpUmLc9u3btzMkqyYmJorlfocNG2ZQJ+WseCzevXsnltmF1KZwzZo14+7du6xYsUKjAplMJsPZ2Zlr167x6NEj0YMBqYMPnz59wtHR0SBvqi6EKlrR0dFUrVpV/K1bWFjQqVMnXF1dqVq1KjKZDJVKxYULF5g8eTI5c+bEzs6OwoULU6pUKezs7JDL5ezZs4fx48cTHx+Po6Mj4eHheHl5MWDAAAoVKsQff/zBmzdvsLCwEMXglStXNIoWDBw4EIVCwdixY1mzZg0qlYoFCxZoFU9COFfFihWZPXs2R44cYfv27Vy4cIHz589z/vx5smfPTpcuXejduzfNmzenRYsWXL58mV27duksbyx47KKjozl06BC9e/fm4MGDWnt7CDkW+kIzs0p4eLjoKS5SpAivX7+mSJEiYjiTp6enhufF3t6eefPmUblyZVFw/gosLS2JiooSvSLlypUTQ4TVajVhYWE8f/6cy5cv8+bNGxo2bEi1atW+e39pQ6Eg1TN56tQp0QNWpUoV5s6dS8eOHcVnSM6cOfn69Sv16tVjxYoVNGrU6Lv3/7+EJCwkJH4AtVrN1atXOXDggNjBMywsjHfv3nH16lU2btzI3LlzM01qDQoKQqVSGVx6NSoqChcXF65fv062bNlo1qwZNWvWNPi469atK9brPnHiBO3bt9e7vFKpZM+ePSQlJelNLtXH169f6dOnjyiEli9fnqHxUPpY/SlTpnDy5El8fX0ZOXKk1hKfWUGlUmU5KVgYvUtbfz898+bNw9HREUdHR42Hi1qtJiQkRBQZT5484dmzZzx79oyEhAQePnzIw4cPNbZlYWFBiRIlRMExd+5cfv/9d54+fcrChQsz7FsQFSNGjGDWrFkGn9f3CAtIDROZOXMmVapU0VopC74/qd3Ly4vz589z7949/Pz8mDZtmkFC0FBhkRZXV1du3LjBtm3bGD16tN79CCOVVapU0SmqP3/+rBHKJ5PJqFu3LgcPHhR7nqRl06ZNREVFkSdPHoPzFoTEYUOExY4dOzSqrRUvXpxdu3bRoUMHjh07hqenJwsXLhSN6DJlyojCQkConASpncC1VavKjODgYLZv364hZJRKJVWqVKFPnz507NgxQ0iNQqGgUaNG1K9fnzdv3hAaGsrbt28JCAjgy5cvJCYmcvbsWaKiosifPz8nT54kb968vHnzho0bN/Lt2zeUSiXz5s3j/fv3bN68WUymv3TpkoY4dHd3R6FQMGrUKNavX09KSgoLFy7Uez2Ym5vTtWtXunbtSnBwsJjw/e7dOzZu3MjGjRspXbo0vXv3xsXFhQMHDmjt4Jz2fNevX09MTAynT5/GxcWFI0eOZMi1E6pCxcbG6qzqllUcHR3566+/gNRwteXLl4tVktq1a0fr1q25evUq4eHhYudthUJBQkJCpn2SfoQCBQoQFBSkNTxQJpNhZ2eHnZ3dd4fmpSe9sChWrBh//vmneC9TKBSUKVOGgIAAsXeJkGdRsWJF8uTJw6tXr7QW3Pi3IQkLCQkDUKvVPH78mIiICMzNzTEzM0Mul+Pr64u9vT0TJ04UjTQHBwccHByA1OpDW7duFZtqaePy5cscOHBAZ1UQoVSscGMvXbo0Li4uBAQEYG1tzYEDB7hw4QKhoaEGN36Ty+W4uLiwdOlSdu7cqVdYBAUF8ccff1CyZEmDOqJqIyQkhK5du/L06VOsrKzw8fHROrqTXliUK1eOLl26sH//fmbPns2+ffu+a/8CycnJ3xXCpa/j+bRp03SOystkMvLnz0/+/PnFeHaAAwcOcO/ePWrUqCF6N54+fcrLly+Ji4vj7t273L17N0vHuHXrVszMzFCr1WKXZ6HDc9rXwv8PHjzg1q1bmJiYaH0/7f8pKSkZ3o+Li9Ob/C8ktQsddg3BxMSEP//8k7p16/L69Wt+//13g0qbZsVjIRjSHTp0YNKkSbx+/ZpLly7p9fZlFgYF/19qNi2CsLh48SITJ04U53/79k0UiZMmTdIbq54WQ0OhlEolYWFhGYyymjVrsn79evr27cuff/5JgQIFxM9XWwL3sWPHePXqFTly5NArrNOTmJjI0aNH8fHx4cKFC+J1InjXBg0apFUkp0ehUFC0aNEMxtrs2bMJDg7G3NycnTt3ikZhkSJFmD17No8fP8bf35+cOXOSM2dOFi5cSHBwMKdPn+bAgQMZvE5ubm7I5XJGjhzJhg0bUKlULFmyxKB7RcGCBZk0aRITJ07k0qVLbN++HT8/P548eYKXlxfTpk3DycmJXbt2MWjQIJ0DG0J+XOfOnbl27RqdOnXi+PHjODk5ictYW1tjYmJCUlISERERWRLSuhCqVn379o3s2bMTFxeHSqUSBwOEcKb0CPeaX4WQwP13lXJNm2MBqffukiVL8vLlSzE8uVGjRmzatEkUFsWLF+fWrVtUrFiRZs2a4efnx5gxY/6W4/0nIwkLCQk9pKSkcO3aNfz9/SlYsKAYt5yUlERSUhLdu3fPUPkiLdWqVeP27ds8efKE0qVLa7wXGRnJmjVryJMnD5MmTdLq1fDz88vgihYezjlz5uTgwYNUqFCBhw8faggLtVpNREQEr1+/5t27d4SFhfH161eio6NJTEzEyMhIjNU/efIkgwcPxtraGlNTU7FUooWFBfHx8YSEhDB69GiDvSnpefDgAd26dSM0NJR8+fKxd+9enVWvhA7OaUfSvby8OHToEKdOneLKlStitZ3vIe0DMysInoCOHTvi7u5OeHg4O3bs4Ny5cxli0nURFRXF9u3bef78Oc7OzowcOZLcuXNrxIUrlUpev34tCg3Bu/H8+fNMq6JERUUZnA8ikFkPkJ9B+g67mVGsWDFGjBjBokWLmDlzJvXq1cvUU2VoRSj4/zK/lpaWdOnShU2bNuHj46NTWMTGxnL+/HlAv7BQKBQZjEYhNOrWrVvEx8eLIWpLly7ly5cvWTbYDfVYHDx4kNq1a2s1jNu3b8/s2bOZPHky3t7e2Nvb07lzZw1hIRiMK1euBFJD7LSVTU3PkydP8PHxYc+ePRolSytXroydnR1Vq1Zl2rRphISEGHS+2jh27BiLFy8GUhOv03erl8lkHDt2TEM8KBQK+vXrx+nTpzl27BjBwcEZBmH69OmDQqFg2LBhbN68GZVKxfLlyw0eiJDL5dSvX5/69euzaNEifH192b59O3fv3uXp06d4eXmxatUqevToQa9evbSObFtYWLB7927atm3LgwcP6NChA3/99Zd475XJZOTOnZsPHz78NGEBqYLz/PnztG/fXhyFTytodJFV729WsLW15caNG79s++lJm2Mh0LBhQ/z9/UVhkT17dkxMTAgNDcXOzo4iRYqIg11pE7wN+a38LyMJCwkJLSiVSs6cOcOpU6coV64cI0eOzLTLsS5cXV1ZunQpc+fOxcjIiMjISM6fP09AQAC9evXS6WXQ1ZRNCH3x8PAQR3OqVq3K6tWr2blzJ6amphgZGZEtWzZsbW3Jly8fVatWJVeuXNjY2JA9e3bxYRkYGEhAQADlypWjb9++Gn0fYmNjuXbtGhYWFhq127PC2bNncXV1JSYmhlKlSrF37169AkVIck0rLIoUKYKrqyubNm1i5syZHD9+/LsTSJOTk7MsLK5cucLJkycxMjLC29tbrGVeoEABzp07x4EDB5gzZ47OMAdIrbbz+++/06FDB/r3768zBMnIyIhixYpRrFgxDS/I7t27GTx4cKbH2qBBA4oXL46RkZE4CQZv2v8VCgXHjh2jRYsWZMuWTefywmtt23jw4IHWGvbpEXJTsvKdNW/enL/++otHjx4xcOBAzp8/rzfsQ/BYZCZ+04sz4bry9/cnMjJSDDVJy/nz50lMTKRAgQIZBgcEkpKStOYpFS1aFDs7O0JDQ7l58yb169cnODiYtWvXAqmhVVkxzgzNsbh+/TpTp07V+f6wYcN49+4da9euZciQIeTNm5dKlSohl8uJiIggPDyc169fix6tQYMG6dxWdHQ0Bw8exMfHR8wZgdQRYKE/xMqVK5k4cSKvX78G4M6dOwafc1oCAwPF38GgQYPo1q2b1uU+fPiQQYzWq1cPY2NjoqOjmTZtGrNmzcpwvfTs2ROFQsGQIUPw8fFBpVKxcuXKLN8zcuTIQf/+/enfvz+PHj1i27ZtbN68mdDQUJYuXcrSpUupWbMmvXv3pn379hqGaPbs2cXQ2hcvXtCxY0eOHTsmesPSCoufRaVKlVi6dCnt27enSpUq3LlzxyBhYWpqyuPHj3U2EDSElJQUPn36xOvXr3n79i3v3r0jOTkZS0tLgz2dP4O0oVDC/apw4cKEhITw+vVr0WtdtGhRQkJCsLOzw8LCQvSyQ2rX+xMnTtC5c+e/7bj/iUjCQkIiHZ8/f2bBggVUqVKFiRMnZrnpV3qsrKxo06YNkydPxszMjJw5c3L//n2WL1+u84GlUqnw9PTU62r+448/GDx4sBj7OW3aNBYsWEDTpk01wm700aNHDwICAti1axdDhw7FwsJCI5yjZs2a3L59m8mTJ5MrVy5KlSpFo0aNxCRCfWzfvp3Ro0ejVCqpU6cO27dvz1SgaPNYQGrFl127dnHjxg2OHz9Oy5YtDTq/9GTVY6FWq5kxYwaQaoSmbZBUtWpVypQpw6NHj9i5cyfDhg3TuZ01a9YwefJkg+vDpyez6isC48aNM/hh/OrVK9zd3Q1K9E6PWq0WuzBnhre3N76+vowZM4Y2bdoY9PkrlUq6detGZGQkL168wNvbmyVLluhcPis5FmlHoCtUqED58uW5f/8+e/bs0RqOmFm3bUgVjtpKJQt5Fnv37hXDrWbNmkViYiL16tXTG2KnDUNCoZ4/f07u3Ll1lhkWmDNnDu/fv8ff359evXpx4sQJihYtysuXL3n06JFYLKFHjx4Zrlu1Ws3NmzfZtm0bBw8eFLvBGxkZ0bJlS/r06UPjxo1RKBQcOHCAMmXKkDdvXrJly4ZCoRBLsQrhJ4YQExND7969iYqKombNmsyePVvrclevXqVEiRIZrrNs2bJRs2ZNLl68SMmSJfn9999JTEzE2tqa/PnzU758eSpWrEi3bt1QKBQMGjSIHTt2oFKp+P3337N031Aqldy8eZPr16/z/v175HI506dPx9zcnL/++ovTp09z7do1rl27xsSJE+nYsSO9e/emWrVqolfi4MGDtGjRgsDAQDp16sSRI0fIkSPHL6kMZWJiQo4cOQgNDaV06dIGVwv87bff2LZtG1u2bKFz585aE87TkpiYyNu3b3nz5g3BwcFEREQgk8nIly8fTk5O1KtXj0KFCn1X7tePIgiLxMREvn79Ss6cOZHJZEyePJnly5dTrFgxWrVqhUKh0KhYZWVlJXopqlatypw5czQSvP+NSMJCQiINgYGBLF++nL59+xpUts5QKlWqJJZbBDQqIWnj6tWrmdZATx+/bmdnx+LFi1m4cCGPHz9m6NChmd6gO3XqxKRJk3j48GGGajACVapUoVKlSrx9+5aHDx+ydu1aPn/+TI4cORg7dqxGyT5INTrmz5/PggULAHBxcWHVqlUGPSy0eSyEc/vtt99Yvnw5s2bNolmzZt8V0qSr3Kwu/vrrL27evIm5uTnjx4/XeE8mk9G/f3/GjBnD5s2bGTp0qM5O2Obm5t8tKvbs2aN39Fk4Fnt7+wwJwvpQqVTfJZrVajVeXl6sWbNG7/FAapnPy5cvc+/ePdzc3ChatCijRo2iW7dueq+H5ORksmfPzpo1a+jQoQMbN26kcePGWsuJfvv2TTS0M/NYaBPqbm5ujB07Fh8fH4YMGaLxHaakpIiJ2/rE7PPnz3V6HgVhcfToUUxNTdm/fz+QGl53+PBhvUm96TEkFGrPnj0GVZcTEoY7dOjAjRs36NKlC2XKlOHly5esW7dO7PmQ1isVERHB7t272bZtG8+fPxfnFytWjD59+tC9e3eNgYmEhATOnz8v3gssLCwoVaoUjx49IiAgwGBhoVarGT58OM+ePSNfvnxs3rxZ57V74sQJneFlTZo04eLFi9y+fZv9+/ejUqn48OEDQUFB3L59m23btjFjxgy6dOmCQqFgwIAB7N69m5SUFP744w+DvEsfP35k1qxZlCtXjgYNGlCiRAkNb3e/fv348OEDu3fvZvv27QQFBbFt2za2bdtGsWLF6N27N926dcPBwYFDhw7RsmVLHj16RLdu3Thw4IBYGvbcuXMUKFBATKb+UerUqcOZM2fo3bs3pqamGqF7unB0dGTSpEmEhoayf/9+fH19UalUWFtb4+DgQOHChYmOjiY4OJiEhATMzMwoVKgQRYsWpXbt2uTLl++7vc8/G2HQ78uXL4SGhoq/yRw5cjBt2jQOHTrE0qVLKVasmIawEELHypYti0KhwNnZWSPB+9/Iv1dSSUik49mzZ8yaNQuFQsGWLVsYM2YMc+bM4d69ez99Xw4ODnp7GRgal55+OSMjI7y8vChUqBCTJ08WE9F0kStXLjFuXN8olVwup1ChQrRt2xZvb2+WLl1K27Zt8fLyEuPbIdUgHD58uGhIjB07lnXr1hk8AqXLYwGpddOzZ8/OkydPROMsq2RFWKhUKjG3YsiQIVpzabp06YKVlRWBgYE6OyyHh4dnOnqsDbVazcKFC/ntt99QKpXiaGZ6hHlpu5MbSlaXT0lJEUtzQmrnYh8fnwxhQEKH3X379vHo0SMmTJhAjhw5ePXqlVjda9WqVURHR2vdj1KpxMjIiAYNGoiG7YgRI7T2nBCuv1y5cmUQudpI/xl26dIFCwsLnj17xs2bNzXeu3PnDh8/fiRbtmx6c3vevXuns1ysIJafPn0qdnw2NzcnODiYJk2asHr16kyPWSAzj0VCQgJfv36lVKlSBm3P3NycXbt24eTkREhICCdPngT+v5GcmZkZjx8/5syZM7i5uVGqVCmmTJnC8+fPMTc3p0ePHqL4HjlyZIbk9TVr1tC+fXsNA1UYYMlKcYLVq1dz6NAhjI2N2bp1q1bvEKTef6KjozU8i2kR+llcvnyZ+Ph4FAoF+fPnp379+gwZMoSKFSuKZaE7duzIpk2bMDIyYu/eveLvUB9fv35l1qxZjBo1ioEDB1KpUiWtIbT29vaMHTuWgIAAjh07Rs+ePbGwsODly5dMmzYNZ2dnunfvztOnT9m7dy/Zs2fnxo0bYoggpJYP/p6eMbooXbo09+/fR61WU6FCBR4/fmzwunZ2dmJe1IIFC3B3d6dEiRLcv3+fp0+f0rx5c+bOncu0adNwc3OjTp062NnZ/WNEhYC2PAtIvWd07NiRvn37cvHiRY3roHjx4mKIH0Djxo05duzY33PA/1AkYSEhQaohI8Twz5w5kzlz5rBo0SLat2/P9u3bf/r+SpYsqRGPnBah0Zoh6Kpn3rFjRwYNGsS8efMyTYDr0aMHAPv27cv0wSkgk8moVKkS48ePF/NHAgIC6NatGzt27EAul7Ns2TKmTp2apYeHLo8FpI4cCWU5586dq7PpmD6yEgq1Z88enj59So4cOXTWoM+WLZsY571p0yaty2TPnt3gUCaBpKQkhg0bJjYJHD16NMePH2fr1q0ZjGfBiM9qd/KsuuqVSiVDhw5l8+bNyGQyVq9ezYABA2jXrp0YAtG/f/8MHXZtbGzw8vLi0aNHzJkzB3t7e8LCwvD29qZMmTLMnj07Q7x42lwYb29vypYtS2RkJEOHDs2QJ5GVMChtuR7W1tZip/r0nbiFMKjGjRvr9e58/vxZq/D08/PDw8Mjw/yEhATc3NyIiIjA2NgYb29vpkyZwrhx4xg1ahRjx47Fw8ODiRMnMmbMGBYuXKghUHV5LK5fv06FChWy9JvLlSsXQ4YMATLmoCQkJNC3b186d+7M4cOHSU5OpmLFiixbtoxnz56xZs0aatasqXV/79+/JzQ0lIYNG2rMFzpwBwQEGHR8Fy5cYNq0aUDq77569eo6lz169CjVq1fXef6lSpXCwcGBhIQErly5kuF9oeKSQPv27dm8eTNGRkb4+voyYMAAnR2WU1JSmDp1KlZWVgblJ0DqfbRWrVr88ccfPH/+nJUrV1KjRg1UKhXHjx+nd+/edOnShSZNmmBiYsKjR4/EsDMBoWfMj4oLuVxOwYIFefnyJVWqVOHBgwfie/fu3ePatWsGbcfY2JgCBQpQr149xo0bx5AhQ3jw4AETJ07k+PHjBj9j/hOkrwyVnqJFi7JmzRrq1KkjznNycuLNmzfi/zly5MDIyCjLRSv+l5BCoST+q0lMTOTYsWM8ePCAcuXK0a5du+9yC+/Zs4e6detq5AAYGRnh7OyMSqX6iUecipOTk1aD/+3bt4wfP16jw6c+Jk6ciL+/P+PHj6devXoaD9TixYszbtw4Vq5cqfdh3KRJE2xsbAgPD+fcuXM0bdrU4PMoUKAAS5Ys4cKFC3Tv3p1Pnz5hYWHB5s2bdTYS04c+jwWkxvSuW7eO4ODgDGV8L126hL+/P5D6wJbL5eLnIbwWHsrPnj3DxMRErIJlYWGBlZWVOJmZmYneitGjR+vNDXF3d2fjxo0cPXqUsLCwDKOpFhYWGBkZ8f79exwcHLh06ZLOij2QOurp6urKxYsXUSgULFmyRGwW165dOx49esTChQupX78+Hh4e3x0KkRXjUygRevDgQRQKBevWrdMItxESGOvVq6czx8PKyophw4YxYMAA9u7dy4oVKwgMDGTx4sX8/vvv9O7dmxEjRlCgQAHRYwGp18KGDRuoX78+Z8+eZe3atRq5EIYmboN2YQGp4VA7d+7k4MGDzJs3TzTghZHHzHq3xMTEZMg70pcnlbbPx61bt4iIiMDMzIyjR49iZ2ensT+VSkVAQAArVqwQjd7ExEQxtCQtcXFxWS4yIZRW1YcQ9ufm5pahCpMufv/9d9zd3TNc5xUrVgRSPRYpKSl6BW5ISAju7u6kpKTQvXt3BgwYoHef165d0yrk0p5HkyZN2Lp1K6dOnRI9GALW1tYZjMq2bdvi4+ODm5sbhw4dIiUlhY0bN2bo6bFgwQKaNWvG8+fPOX78eJb7/WTLlg1XV1dcXV15+fIlO3bsYNeuXYSHh+Pr66tzve/tGaONunXrcubMGQYPHsyHDx+Ijo4mW7ZsFClShFGjRmFnZ0ehQoWytM2cOXPi4uLCpUuX2LdvH5UrVzYoR+8/QfpeFtpI/71ny5aNr1+/cvXqVeRyOVZWVjRp0gQ/Pz+9Zeb/l5GEhcR/JSqVihMnTnDmzBkaN27MwIEDuXHjBp6ennh7extcFx7gzZs3vHjxQmv9aaExzs8mf/78GuUYlUola9euZe7cucTFxWFiYkKrVq04dOiQzm00aNCAK1eucPnyZS5fvky1atXw8PCgadOmovH0559/4u7urvdYTExM6NKlC+vWrWP37t1ZEhaQGl8+YsQIPn36JBpHgvGQVfR5LCC1ROj48ePx8PBg0aJF9OzZE1NTU5YvX058fDwTJkwQ66unpKRkmNRqNcnJyaJhJkxxcXHExcWJ1XDOnDlDaGgolpaWhIaGMmnSJL58+YKZmZk4cq1Wq0WjMW/evISHh9OzZ08qVKggzhce+snJySxduhRzc3NiYmIIDAykX79+Gc4vODiYbt268ezZM6ysrNiyZUsG40f4bp2cnH6oaoqhHouEhAT69evHX3/9hbGxMZs2bdJovAYQHx8PYFAHd1NTU/r06UPPnj05evQoy5Yt4+7du/z5559s2rSJLl26UK5cObEXDECJEiWYM2cO48aNY/r06dSrV0/MB8pKqdmUlBStv+dq1apRsmRJnj17hq+vL+7u7rx9+5YnT54gl8szLYYgVMoSUKvV7NixQ2+elNDnIyAgQPweExMTM4TNKRQKqlWrRrVq1Xj16hUbN25ErVazd+9eevfurfE9xsfHZznx1ZB8LrVaTfv27Q0WFdevXydHjhyULFkyw3ulSpXC3NycqKgoXr16pTOXLSEhAVdXVyIjIylbtizLli3TK4a/ffuGQqHI1Ght3LgxW7du5fTp0xneq1u3LrNmzRK9uAKtWrVi27ZtuLq64ufnR9++fTXyPPbu3Yu5uTmtW7emYcOGzJkzhxcvXjB06NDvKslarFgxpk+fzpQpUzh9+jTLly/n+vXrOpf/np4x2ihYsCDbt28nJSWFrl27smXLFmJiYihcuDAODg4sXryYefPmGRRyKBAeHi7mj6xZs+aHi6H8SnSFQmVG//79ef/+PSkpKZw6dYo2bdrw4sULkpKS/tHn+6uQhIXEfxVqtZpr165x4MABqlevjpeXl3jjbtSoETY2Nhw8eBA3NzeDtqdSqVizZg2//fabzodW2gf3w4cPcXZ2/uGKD8bGxpiYmPDlyxeCg4MZNWoU9+/fB6BWrVosX76c4sWLiw+y9FSpUoVDhw4REhLCihUr8PHx4ebNm7i4uFC+fHk8PDywtbXF0tLSoFKAPXr0YN26dRw9elRslGQIFy9eFCu1FCtWjMGDB7Njxw5sbW01DENDSe+xCAwM5OjRozg7O9OgQQOMjIxwdXVl1apVohHu4OBAlSpVGDdu3E+J2Y2KihJDkObOnSteS7NmzaJ3795aK/lUrVqV3377jfDwcBYuXChek2kFjtD8rnz58kyYMIGPHz9qxKTfuXOH7t278/HjR+zt7dmzZ49WQ04QLT96roasHxcXR+/evTl79ixmZmZs27ZNq/AUvjdDhIWAQqGgXbt2tG3blosXL7Js2TLOnz/Pnj172LNnDxUrVsTOzk70trm7u3Pq1CmOHz/OwIEDOXv2LObm5lkKhUpKStI6oi+TyXB1dcXLy4utW7fi7u4uhkFVr15dTJjVhuA5SElJISAgAH9/f/z9/TXirvWRNmQiNjYWS0tLkpOTUavVGYySokWLkiNHDr58+UJ4eDhjxoyhVKlSuLq6YmFhQUJCQpaMvvT718eaNWtwcHDQmb8gkJKSwu7du/H29tb6vrGxMeXKlePGjRvcuXNHp7CYMGECd+7cIWfOnGzbti3TROL9+/cb1IVZuI+8evVKo4wopIaxlC5dmjFjxmBpaYmdnR2lSpWiSpUqtGjRgh07dtC7d2+OHj2Kq6srW7du5fHjxwQEBDB79mxkMhmWlpbMnj2bo0ePMm7cONzd3TPtw6ILIyMjWrRoQUxMjF5hIfCj4TcymQxnZ2fu3bsnilmVSkVgYKDoyV2zZg3jxo3LdMBNqVTi7+/Pq1ev+O2333TmIP2TMMRjoY3SpUuLpagrVarE6tWrqVGjBufPnze4QuP/EpKwkPiv4dGjR+zYsQMnJyc8PDy0PmjKlSuHr68vrq6uBhlOvr6+VK9eXWv9egFra2vu37+Ps7MzS5YsoVy5cowdO9bg407fOVsIXWnRogVdu3blzp07pKSkkD17dtF4FYRLUFAQkJoEXbp0aeLj4xk1ahS3b9/m1KlTNG3alEWLFjFu3DhWr17Npk2buH//Pn369CFHjhxMnz7doLyC8uXLU6pUKZ4+fcqhQ4cMEmZ79+5l2LBhJCcnU7NmTXbs2EGuXLkIDAxk6dKlVKxYkd69e+tc//r16xw4cECMWTY2Nubhw4dAqhdk7Nix2NjY0LBhQ168eCF6IxITEylatCjBwcHcu3cPLy8vzp49+9MSAX///XciIyNxcnKiV69e4vyEhASdjY/at2/PpEmTeP/+PSdPnhSrFwkeL4VCodEDYdiwYcyePZv+/ftTvnx5jh49yoABA4iPj6ds2bLs2bNHZ8Wc9MLi8OHDoihN6ykRsLW1pUaNGlSoUEFDEGcmjqOjo+nevTtXrlzBwsKCXbt26WwiJwiL7yldK5PJxMZid+/eZfny5fj5+XH37l2aN29OzZo1GTt2rJjoXKtWLZ4+fcrUqVOZP38+T548AVLDkTK71pOTk3WKn27dujF9+nTu37/P5s2b2bJlC4DekD6lUsmuXbu4ffs2ZcqU0drIMjPSVgtLSEggJCSEDRs2kJCQwKxZszJUE8uePTtfvnyhfv36VKhQgQsXLuDt7U2uXLkwNzfPciNLQ6uVHTt2jGPHjlG7dm169+5Nu3bttIq03bt3U61aNb331IoVK3Ljxg0xLys9W7duxcfHB5lMxsaNGw0Kv3n8+DHdu3fPdDlra2uqV6/OlStXOH36dIZwlf79+2v0VggMDGTu3LlYWloyatQodu7cSa9evTh+/DguLi44Ojoya9YsjRAZuVxO27ZtqV69Ohs3bmTbtm00b948y95gAUO/o++tPJeWOnXqcODAATEXRqFQUKJECUqUKAGkiq9du3bpvbc/e/aMffv20bJlS9zc3P5xSdq6yCzHwhDy5MlDjhw5cHR05MCBA/9KYSFT/8qe7BISPwEhnt7a2ppOnTrpHU1/+/YtR44cYdKkSZluNyQkhDVr1jB+/Hi9N77IyEhmz55NcnIytWvX5u3btzg7O9OmTZtM96Gtc7a9vT3du3dn7969YgfaLl26MHfuXI0R7Pfv3+Ps7IxMJuPly5di/fLJkyfz+++/U7hwYa5du6ZhKEVERLBmzRp+//130dgrVqwYY8eOpWvXrnrd8itWrGDatGnUrFlTrDyiDbVazbJly5g5cyYAHTp0YO3atRrHkZycjI+PD+Hh4Xh5eWmsf/XqVXx9fXF0dKRnz57kzZsXlUpFQkICixYtYvny5XTq1IkVK1ZojL6q1WpCQ0PJnj075ubm1K1bl8ePHzNy5EiioqJYunTpD3uSPn36RMWKFYmJiWHr1q20b99efM/Dw4NZs2bpNJ6nTp3KypUradKkiUFVqyIjI1m4cCExMTHs3LkTtVpN06ZN2bRpk95R59mzZ7N48WIGDhzIokWLmDRpEn369BHXEa5lmUxGSkoK79694/79+7x+/RqlUknevHkpW7YsFy9eZP78+Vr38fXrV7p27cqtW7fIli0b+/bt01ujvmTJkoSFhXHx4kWdXdWzwtKlS7l8+TKXLl0SjXNnZ2fGjBmDtbU1Li4uQGpieNoCBvb29syfP19nIvvYsWNZunSpzv22aNEiw8iwra0tixcvFreZmJjI+fPn8ff359ixYxqJ+dmyZaN58+a0bduWxMREvY3lILU63IMHD0QxNGXKFGJiYvD29ub8+fOo1eoMpWPr16/P/fv32bt3r2i0qNVqHj58yL59+4iNjaVLly4Glx5+9+4dFSpU0JlLJpPJyJkzJxUrVuTs2bOiaM2WLRudO3emd+/eVK5cWbzeRo8ezcKFC/V6r/bt28fAgQOpWrWqWIFKICAggJYtW5KUlIS3tzfjxo3L9ByCg4PZvn07kydPNuicly9fzvTp02nevDl79uzJdHm1Ws2tW7fw8fFhxowZPHz4kB49ehAfH0/NmjU5ePCg3vP99OkThw8f5uHDh5QvX56ePXtmybunVCopUKAAcXFxepdzdXVl+vTpej1shjB//nymT5+uM6xu7dq1YolrMzMzzM3NMTc3x8TEhOPHj2NiYoK7u3uWvWf/aS5dukS9evVwcnIyuICKNsLCwli/fj05cuSgefPmoij7tyBVhZL4xxIfH8+yZcvYtm0b3bp1o1+/fpmG6Bw+fDjTnAJIddf//vvv9OvXL9PRFBsbG5YtW8aCBQtwcXFh1KhRnDt3jhcvXgCphvLIkSMZPXo0EydOJCYmBvj/ztnp4zU/fPjA0qVLCQkJwdbWlr59+7Jhw4YMpRqFB26VKlVEUQHg6emJnZ0dr1+/Zvny5Rrr5M6dmzFjxtChQwexxOfLly8ZMmQIlStXZuvWrRqdQtPi4uKCXC7n2rVrOsM4lEolY8eOFUXF8OHD2bRpU4aHpLGxMe7u7lhYWLB3714gtcTjuHHjuHnzpljtRhhhUygUWFpaigZWnjx5MjyUhAeZpaUlcrlcDLVYv349+fPn11nuNSssWbKEmJgYKlSokME4VSqVeo0BIWfizJkzGlVCdJEjRw6USiU7duxArVbj7u7Orl27DH4YC9dtUlISTk5O5M+fn/z58+Po6IijoyMODg7kz5+fWrVqMWTIEBYuXMi8efNo06YN3759E/Mi0hMZGUm7du24desWOXLk4PDhw5k2vhK29T0eC23Y2NgwfPhw7t+/z/Dhw7GysuLx48cMGDCA8ePHi+VU01dFy6xCjj7h6efnpzXc5NOnT7i5uTFlyhT69++Pk5MT3bp1Y/v27Xz+/Blzc3NatWrF3r17CQwMZMOGDeTNm1ejkpiue0yPHj00PCwTJkxg6dKl2NjY0Lp1a60FHrT1spDJZJQrV45Zs2Yxbtw4AgICGD16NLt379ZbhefLly907dpVr6iAVEPc19eXhw8fMmXKFAoVKkR0dLSYA1SrVi1Wr17Nhg0bqF27dqZGs1By9sGDBxpVmD59+oSrqytJSUm0bt1aa96bNvbv358lb0Djxo2B1FBOYQBGHzKZjGrVqjFgwABWrlxJvXr1aN26Naamply7dk0UGbrIkycPAwYMYP78+eTMmVNsumkoixYt0ikq0l5bPj4+VK5cmU2bNv1Q0ZFKlSrprQIllNK1srIiOTmZsLAwHj9+zJUrV2jVqhWjRo36rxMVoJlj8SNj7vny5RN7tvyMUsD/bUjCQuIfy7p166hQoQIjRozQWbc8PaamppmG/aSkpLB+/fosV6cQDF8zMzPGjx8v1uE/duyYWHbV3t6ed+/eGdQ528rKirlz5+ocWRRqyjdr1gylUsnSpUvFWuHCKN6yZcsyiIDVq1fTq1cvvLy8ePDgAdOnTyd37txiLkelSpVYv359hgehnZ2dWBpSW0+LmJgYevXqJZYbXbBgAbNnz9ZprMlkMoYOHSp2XQ4ICMDT05PRo0dnEFECgugxJAG1efPm1KhRg4SEBJ4+fcqZM2cyXUcfwcHBYsnY6dOnZzAGFQqFXhFauHBhGjVqhFqtZvPmzXr3FRsbS69evcTuxpMnT2bJkiUaHqVTp04xevRojdKjXl5enDt3DoBbt24xZ84coqKiMlQq0YWpqSnOzs60a9dO62ccHh5O27ZtefDgAblz5+bIkSMajR118T05FvpQKpUYGxtjb2/P7NmzefjwIZMnT8bGxobg4GCx10B6hN+bp6cnUVFRxMbGakwpKSkZ5sXGxhIVFcXEiRN1blOtVrN69Wp8fX2Jjo7G3t6egQMHiom8y5Yto1mzZpiamvLs2TO6d+9OQkICLVq0YMuWLRlK0VpYWACpojgwMFCcb21tLf6ezMzMtIZSZdbLwsHBgREjRjB79myMjIwYN24cy5cvz1DyODY2FhcXF549e4adnR1Lly7VGMCAjKWMHR0d8fDw4M6dO/j7+9OtWzfMzc15+vQpU6ZMYeLEiRw6dIgTJ07oFTRFihQhe/bsJCYmiqFsSqWSfv368f79e5ycnFizZo3BHsh3795lqWBEmTJlyJcvH/Hx8SxcuJBLly4ZZIhXqFCBwoULM2nSJLJly4avry+WlpacO3eObt26ZepRMDc3p0aNGnz9+pXdu3fr7aAu4OPjI/YF6tevX4YQSXt7e3x8fDh27BilS5fmy5cvjB07lsaNG+ssaZ4ZZcqUydDTJS0KhYKqVavSsGFDWrVqRZcuXXB1dWXw4MEG5fT9UxF+p3FxcTp77BhKjx49uHnzJlFRUURFRf2Mw/uvQRIWEv9IUlJSCA0NNcioSUuePHm0NtESiImJYebMmeTNm/e7410hdURiwIABLFiwgOzZs5M/f37kcjnZsmXj27dvBlVaiYmJ4ebNm1prnicmJnLhwgUAmjZtiqenJyVKlGDlypX07NmTe/fuUadOHRITE5kwYYJoUL169Ypv376Jdbatra0ZPXo09+/fZ+7cueTLl4/3798zYcIEKlSowKpVq0QPCyDGKG/ZsoV9+/aJD9zw8HDatGnDiRMnMDMzw8fHh99++y3Tz0mpVOLg4MDkyZMZNWpUpkIuK8JCJpOJHakPHjxIaGioQTHtupg3bx5JSUk0aNBAaxKoIUaO4C3bvn27Ts9QWFgYrVu35vjx45iZmTFmzBgiIyM1jIyPHz9y7do1ypQpw4IFC5g1axZTpkxh/PjxYuyz0ERr8uTJWY5hTkxMzBAW9/79e1q3bs2TJ0+ws7Pj2LFjWjuxpyclJUU815/lsUjfyDBnzpyMHz+ehw8fZhpepFar+fDhAwUKFMDBwUFj2rRpU4Z5Dg4OFChQwKC46s6dO3P69GkePXrEokWLqFevHgkJCaJB/uHDB7p06cLXr1+pWrUqmzZtokOHDjx8+BB/f382bNiAv78/gYGBVK9enaioKHr16qXT8NBWUSazXhYCVlZWdOnShaVLl1K1alUWLlyIt7c3jx8/Jjk5GTc3N9ErdeDAAdzd3cUwsSJFimToR5IWuVxO3bp1WbduHc+ePWPZsmUULlwYtVrNX3/9Rbdu3ShTpgwzZszg1atXGdaXyWSiENiwYQOXLl1i2rRpXL58GUtLS7Zv325wZb/bt29TtGhRg8U1gL+/v/iZC80+DW0017dvXxYsWICZmRm5c+dm3759WFlZcfHiRVxcXDL0mUiPjY0NvXr14vXr11y6dEnvsidPnhS9Nh4eHixbtizDtSR8R7Vq1RLDG62trbl37x5NmjRhxIgRGfrE6EOoONaxY0eD1zGU+Ph4Xr9+/d3eFKVS+cP3eX1YWlqK192P5FlAqsAX8lP+bQ3zpORtiX8kMTExWSoZK5A3b15CQ0MzGESJiYmcPXuWvXv30r9/f4PLJuqjfPnyGap9WFpaEh0dnelDX+Dt27daSzJeuXKF2NhY8uXLx7NnzyhfvjytW7cGUuPZBw8ezKJFi1AoFJw6dQp/f3/atWvHunXrGDJkSAZD09LSkqFDh+Lu7s6OHTtYtmwZISEheHt7s2zZMrG/gEwmQyaTER4eLiY12trakpKSQkREBLly5RKTMw3h2bNnlCxZMsNIqC6yIiwgtYJWs2bNOHnyJPfv3yc2NlZvzwldPHnyRIy1FsRKegwpO9yiRQscHBx4//49fn5+dO3aNcN+XFxcCAkJwcbGht27d1O1alUePHjAjBkzyJ07N58/f8ba2pr69etTrVo1jI2NNYwmYbTb2tqaokWLZvlcIaOwePPmDe3btyc4OBhHR0f8/f21Vr/SRtpQkqyWOtWFrv4GFhYWVKtWjfXr1/+U/WSVli1bUqVKFY15QqnZr1+/0qVLF0JCQihWrBi7d+8WvyuFQpGhDKiPjw8NGzbk+fPnDBr0f+yddVRU/dr+P0ODiF2Yz2MH2N0YiIWBiYodmPigGFjYio0dIAYKiIJdCIrYLQaiooCKRYfEzO8P1t4/xgkG9Jz3nPf1WmsWMTN79szs/d13XPd1jefw4cNy7/nmzZtKB/iVUaHUQVtbm9atW9O6dWtevXqFj48PAQEBvHjxQqQqCtQyYZv5kTIuUqQIdnZ2PHr0iF27dnH8+HGOHj3Kp0+f2LBhAxs2bKBly5YMGzaMPn36UKhQIQICAsRq+sGDB+VMSLdt26Z0TVSF06dPK8jDqoNAUf25myzQ6DQ1m5w2bRrr169n1apV+Pr6MmDAAEJCQhgwYADe3t4qhR709PRo06YN79+/V/kYyFGJGzlyJNnZ2QwZMkScH1F2LAnQ0dFh4sSJ9OvXj0WLFuHl5cWBAwcICAhgwYIFjBo1Ks91LCQkhL///lulWldeEK4VUVFRvH//nqioKGJjY5FKpejr66Ovr0+FChUYPny4xtt78uQJgYGBfPz4kbJlyxIXF0dWVhZaWlqULFkSU1NTTE1NqVChAmXLlv2lAke5cuVITEzkw4cPvzwbMWTIEA4dOsS3b98YMGDAv0S6/j8RfxKLP/iPRGJiYoE4mlWqVGHr1q08ffqU6tWrU6VKFW7evEl4eDitW7emX79++Pj4/JbEQhkKFSpEXFycxq6ylSpV4uLFi3JDwoBokGdhYcH169dZs2aN3P316tVjzZo16Orq4uvry6RJkzh//jyFCxdWGxAaGBgwZswYhg8fzpEjR0Qq1dKlS1m3bp3SVv7nz5+BnATj7Nmz+Qpmw8PD86VSk5dBnjIsWLCACxcu8OrVK969e1egxMLFxUXU6lfWJfu5gq4KghzuypUrRd19QQns2rVrjBgxgsTERKpVq4aPj4/4XZmbm7Ny5UocHBxYvny5WkWd3yE3++PHDzFZiYiIoHfv3nz48IG//vqLgICAAn1n8Ps6FtnZ2SqFBjRVvvHx8ZGjGcbExODt7a2Utx8aGqqQBGry2mlpaaJS2bBhw3j27BllypTB19dX7XcobOvgwYNYWVlx7tw5VqxYgbOzs9z+K6Nn5UWFUodq1aqRkJDAixcv0NLSYv/+/XJFAmGb+T2Hzp49i7m5OU2bNqVp06YsXryYc+fOcejQIS5evMiNGze4ceMGTk5ONG7cWOzGKkN+juusrCwSEhKUBsEymYyMjAzS0tJISUkhLS2NxMREZs6cmadpoSZGc+XKlaNixYpcvHiRbt264efnR//+/QkNDcXGxgYfHx+117D09HSVZoZv375l4MCBpKamYmFhwebNm/P1uZQuXZrt27czcuRIHB0defLkCY6Ojnh6euLq6qqyMPTt2zeuXbsmym2rQ1paGjExMbx//573798THR0tXj+KFy8uBvv16tWjZMmSYtIsk8nYtGkT4eHh1KhRQ+m2ZTIZERERXL58mdevX1OjRg0sLS0VJMylUilxcXF8/PiRT58+8fTpUz59+kRGRgZ///03o0ePzncwb2pqysuXL3+5YwE5viAymYyyZcty+/ZtWrZs+cvb/G/An8TiD/7tCAsLIzo6WvRyaNiwocICe/bsWbGKlh8InOxv377x5s0bbt++Tb169bCxsREX5qdPn+Lt7S0qy/xOvH79mh07duS5KAmDyIsWLWL+/Pm0atVKpAnJZDJxvuLz589Uq1ZNacBWpkwZNm/ezK1bt4iKiqJYsWKUL1+ehQsXMnfuXLVBnp6eHiNGjGDo0KH4+fnh6uoqDqOrgra2dr5dV2NiYuRkVtUhOzubmJgYIEexSxOZXAAzMzM6dOhAUFAQy5Ytw8fHJ1/7ePPmTc6dO4e2trZcYJcbcXFxGjsaC/NAz549E52CixYtSmJiIlKplJYtW3L48GGKFSsm9zxDQ0O6dOkiauSrwu9MLJ49e0afPn34/PkzNWvW5MSJEwrzAHlBmNXR0dEpkBmYMmRnZ6uknml6bllYWMgdP2lpaZQoUULp92hhYYGpqSkfP35UGnQK2/x5Hur58+eYmpoyceJEQkJCRAWtypUra/I2adSoEZs2bWLixIm4urpiZmaGtbU1wcHBVK5cWeksUn47Frnh6urKzp07gRx1qZ8TyIImFhcvXpQbSNbT06N3795iwnrkyBEOHjzImzdv1CYVkKPcpaOjIxpXpqWliQaWP/8dGRlJSkoKnTt3lksghN+lUmm+3odgNHf9+nXatWuX5+MnTpyIo6Mjbdq0oWnTphw/fpy+ffty8+ZN+vfvj6+vr8rOe1pamtJj8evXr/Tv35+vX79ibm7O/v3780Xzyo3mzZsTFBTEvn37WLZsGY8fP6Zr164MHTqUJUuWyFFThdkwe3t78byRyWRi9yEqKop3796J3Qc9PT0xeTAzM8PS0lLs0KmDRCJh1KhRbNq0iZUrV8rR/aKjowkMDOTJkydUqlSJNm3aMHjwYLUeUyVKlKBEiRIKLIWrV6/i4uLC7Nmz8+VGX1AvC1UYPHgw+/fv5+zZs38Siz/4g38FoqKi8PT0xMLCgtTUVL59+8bx48extbUVK8V3794lLi6uwIG/RCKhZMmSlCxZUmllpn///ri5uf3WxCIqKooFCxaITtlFixbF2toaT09PQN5XQFgkV65cSaFChRg/fjyurq7igJ5g3KSlpcXIkSO5fv26gpmaACMjI9asWcOQIUPYsWMH169fJzo6mvXr12skvaijo8PAgQMpW7Zsnu3/jx8/snjxYtq3by9y0/Oiq8XFxWlUYf5Zlnfnzp2cPHlSrXRobtSsWZNr165x8eJFrl+/TuvWrfN8DuR8L0JANGzYMJXt/y9fvmhEzQsICGDGjBkK/xcCtpYtW3LixAmVHZm+ffsyffp0hgwZojKY+F2Jxbdv3+jZsyffv3+nXr16HD9+PF9iBgJ+xcNCFVQ5ZO/Zs4dZs2aJf0skEqWJwMqVKxWeL1DMlEFbW5tVq1YpTehyn68/b/Ply5cEBwdz7tw5dHV1OXjwYL7ldgcPHsyTJ0/YunUrkyZNomrVqpw4cUJlklvQjoW7uzvLly8HcuREra2tWbVqFWvXrhWDu7i4OACFpFcdLl68SO3atVUq9pmamjJz5kwcHBzYuXMnc+bMUbu9r1+/MnToUI1fXxPo6upiaGiIRCLRKCGztbWlZ8+eWFpa0rFjR5XvTU9Pj27dunHgwAFRec/f358+ffpw+/Zt+vXrx7Fjx5Q+/8ePHwoBb2pqKoMHD+bNmzdUrFgRb29v0tPTiY+Pz7c/iQBtbW3GjRtHnz59WLJkCQcPHuTw4cOcOnWK+fPnM2bMGHR0dAgMDCQlJYVLly7x8uVLfvz4gZGRkVz3oVu3bpQsWfKXKT1FihShW7du7N+/nz59+hAYGMi9e/coVaoUbdq0oVevXr8sHd6uXTvKlSvHwoULcXBw0Nig73cnFlWrVkVHR4fExERiYmIKZBz734Y/icUf/NsglUpxc3Nj/Pjxcpz7tm3bcvDgQW7cuIGNjQ1eXl4qFVp+B1JTU5UOReYFZUZ3GRkZbN68mY0bN5KWloaWlhZWVlYYGxtjZmbG3r17cXZ2lhvkLlu2LKtXrxYD5jp16lC1alV8fHwYMGCASIOqWLEiJiYm9O3bFw8PD2bPnq10v6ysrOjWrRvnzp3D0dGR/fv3K2jD5wWB7pQXtmzZwpYtW8S/CxcuTPny5TE1NZX7Kdzi4uLynK/4Vc5zdnY2GRkZ2NnZsW/fPlxcXDh37pxGgfeFCxdELxB1x9zXr1/zTCw0UQJ7//692qq+lpYWhoaGZGZm/ksTiwcPHnDgwAHS09Np1KgRx44dy1cwmRtCx+J3KUIBCt0qmUzG2rVrRYrGuHHjaNOmDXPnzpU7t4yNjdm2bZvS4yUhIUEtNaV37940aNCAhw8fyv3f1NSUlStXKt2mr6+vqEa2Y8cOlQaCeWHJkiU8e/aMK1eu0L17dxYsWKCSSqXp8HZu+Pv7i6aejo6OTJw4Ecjxz5k9ezY2Nja0adNGTFbycyycPXtWZRIEOev+48ePuXjxolK1OWWoUqUKFSpUwMjICENDQ4yMjBR+19bW5vLlywwfPlzp/bn/Fs6lwMBA+vXrl+frJyUl4eXlhZeXFzo6OrRo0QJLS0ssLS2pXr263LnXvXt3HB0deffuHZUrV6Zhw4b4+/vTt29f7t69S9++ffHz81PoAjVq1AhXV1eMjIzE2YOAgADCw8MpVKgQ8+bNw8vLiw8fPlCyZEk+fvxI165dRfPN/KJUqVK4ublhZ2eHo6Mjjx49wsnJSaRHlSpVCktLS8qUKUNoaCjz5s3TeDauIGjWrBnHjh3jw4cPtG3bltmzZxe4M6MK1atXZ/LkyWzatIlBgwYpzEcpQ27J2d+FQYMGsWnTJgICApg0adJv2+5/Kv4kFn/wb4NMJkNHR0dhsTI0NGTcuHHcv3+f+fPnM3Xq1N82BKoMqamp+Q6ClBndFS9eHC0tLVFxo1WrVqxevRozMzN+/PjBpUuXOHPmDNevX+fp06eMGTOGz58/yyUVAuzs7Jg7dy7t2rUTaVCjRo3C19eXlStX4uXlRVpamsqq8KpVqwgKChKr9pmZmfzzzz8UKVIEZ2fnPKs/mvLWmzRpQmpqKh8+fCA+Pp6kpCRevHjBixcv1H52uZON3MlH2bJlcXJy+iXO84sXLyhVqhSjRo3Cy8uLW7duce7cOaysrNS+F6lUKnYrJkyYoNLpGnKq3Xl5qGiiBBYTE0NoaKjawVgtLS21Up3CZ1XQil5ISAhOTk6kp6dTq1YtFi5cSFxcHNra2hgbG+d7u79bahbkEwupVMq8efPYsWMHAE5OTsyZMweJRELPnj0JDQ3l8uXLbNy4EYlEInoU/IyEhAQqVaqk8jW/ffvG06dPgZwBYj09PbGAoOzYO3r0qJhULFu2jP79++frPUqlUpYtWyZSSiZOnMjdu3dJTEzk5MmTjBo1SmkSml8qVHBwMOPGjUMmkzFq1Ci5Tmbbtm2pWbMmR44cwc/PTzx+NaVCXb16lb/++kvBkC0uLo7AwEAuXrzI5cuX+fLli0bbE7Bly5Y8h8c9PDyYMGFCnue5gA8fPuQ5OyBQ3tzc3Lh8+TIXLlwgPDyckJAQQkJCWLBgAVWqVBGTjNatW6Ovr8/EiRPZtWsXy5YtQyKR0KBBAwICArC2tub+/ftYW1tz4sQJuYStQ4cOtG/fXpQ2nTdvHuHh4ejp6TFjxgwyMjJo2LAh06dPR0tLiy9fvrBu3boCJxYCmjZtSmBgIPv378fFxYWwsDCsrKwYNGgQLi4uXL9+nWLFiv1LkwrIOf4zMjKYPn36v9SZu0SJEsyaNYutW7eira2dpyxxbvft79+/ExYWxrNnz0Ta3eTJk/M91F2zZk1KlSrF/fv3SU9P/61r5X8i/iQWf/Bvg7a2ttpqbqNGjfItL1sQpKSk5OvEVlVRF3ThixcvjqurK3379hUXSH19fVHF6fTp0wwbNgxra2t2795NUFCQQmKhr6+Pvb09ixcvJiQkBMgZ4EtPT0dHR4euXbty8OBBUanpZ1SpUgVHR0eWLVvGwoULuX37NkWKFOHw4cPs2bMnT4nOVq1aYWpqqjYwLlq0KOfPnxeDrOTkZD58+MCHDx+Ijo7mw4cPxMTEiD+jo6NJTEzUKPlQBYHzrC4Yv3btGhYWFpQrV44JEyawceNGli5dSteuXdW27H19fXn27JkoyasO8fHxaudL4uLiOHz4sCZvidjYWLX355VYCLzxglyMAwMDsbW1JT09napVqzJ58mQiIiJ48OABSUlJpKenI5VKkUqlZGdni+pMQkVVcNktVKgQRYsWpWjRorx79w74fYpQwnvU1tYmMzOTKVOmiIpdq1atEqvt8P8Vclq3bs2JEyeIjIzk2LFjSilNSUlJalV4Tpw4QVZWFubm5nlScQIDA5k8eTIA9vb2TJkyJd/v8enTpxgaGtKzZ09iYmKIjIxky5YtTJ48matXr+Ls7KzUGT0/VKgHDx5ga2tLRkYG1tbWuLq6Khw3pUuXZtq0abx79w4LCwtA846Fv78/c+bMQSqV8ujRIy5evMilS5e4e/eu3HyDsbEx7dq1o1OnTqxYsULB2FCAqlkWZXjy5InGyVxoaCgjR47k8+fPGBkZkZqaqpRGJ5PJWLlyJR07dqRjx44sW7aMt2/fcv78eS5cuEBISAiRkZHs3LmTnTt3UqhQIdq3b4+lpSUAt27dEs0kBflaa2trHj16RO/evfH395dLwiQSCYUKFWL79u34+fkhkUjYu3cvvXr1UngPJUuWVClhnV9oa2szevRorK2tcXFxwdPTk6NHj3L8+HF69OjBpk2bfsvrqMPdu3epUaPGvzSpEKCvr0/FihXVMhWys7N58+aNKI/8+PFjduzYQY0aNWjZsiUDBgwgPT2djRs3Ymdnl2+/jkGDBuHs7ExgYOAvJ4f/6fiTWPzB/zmUL1+e169fc+TIEdG3QRWys7NVVtQFGBgYYG1trXSBbNGihajoZGFhwe7du7l8+bJYjc+NatWq0alTJ7y8vDA1NcXR0ZEyZcqgp6eHhYUFs2fPVinDCTB16lSOHDlCREQEK1euZNWqVQwaNIiFCxfy8OFDGjRooPI9aGtrs2LFCkaOHKnyMfHx8ezevVsM7IyNjalRo4ZKZQ/IcbKuXLkyJUqUIDo6Wi7x+PDhA5GRkWodawWoCsZlMpko1wkwY8YM3N3defbsGb6+vgwaNEjp8zIyMkS++YwZM/IMpJQFpVKplODgYA4ePMipU6c0vuirqwRKpVIyMzM16ljk94J85swZRo4cSUZGBtWrV2fr1q15ygYLyjq5zeRSU1NJTk4mKSmJz58/i1X+hIQE5s6dKyYmwk1bW1suMTEyMsLY2JgiRYpQtGhRcfiyRIkSYsIvfA7Dhw8XB+u3bdum8vvU0tJizJgxLFiwgD179jB8+HCFz6dkyZK8ffuWpk2bKt2GMPSf1+zVw4cPGTFiBFlZWVStWpVly5apfbwqBAUF0a5dO2rXri0nVKGtrc3w4cPZsWMHZmZm2Nrayj1P6CYIYgCq1oNXr15hY2NDcnIy7du3Z9euXWoT7cqVK4uBV7FixdRuG3JmK75//878+fMJDAxU8EqoXbs2nTt3pnPnzrRs2RI9PT2+f/+uNFkC9bMsPyM6OpoiRYrkqRwok8nYvXs38+bNIysri7p163Lo0CEeP36s0IGGHOrMz0Wfv/76i4kTJzJx4kSSk5MJCgriwoULXLhwgU+fPnHmzBnRp+DUqVMMGDAAS0tLGjVqRL169Th58iTW1tY8efKEXr164efnR3h4uEipfffunXgMrV69WmlSATl0THVzTJmZmSQnJ+eLxlaiRAk2bdrEiBEjmDp1Ks+ePeP48eO8fPmStWvXajyrVhBcv3793zrM/ObNG+zs7MS/ExISePbsGWFhYbx9+xaZTEalSpXEWZasrCyxeCCgUKFCODg4sGnTJoYMGaIgN68OderUoXr16vj7+2NlZfVvSaj+p/AnsfiDfyt0dXXV8sc1gbJZh/wMk5UvX57Vq1dz5MgRZs6cyYQJE6hZsybfv3/n5cuXvHr1ipcvXxIeHs6jR4/ynD/48OGDyop67gpJ27Zt0dXV5d27d7x580apbKugmNK9e3e5YT19fX3q1KnD7du3xYrYz9DX12ft2rX07duXXbt2MXToUMzNzXFwcMDFxYXVq1ervTAJwfvPlbzy5cvToEEDTp8+zZw5c8jMzGTq1KlqPxMBwnsUHL1/xrVr11ReSHPjzp07dOvWTSG4j4qKkqPvFC1alOnTp+Pi4sKKFSvo27ev0iqVh4cH7969o2zZsnIVcFVITU0VX/vdu3ccPnyYQ4cOER0dLT6mTp06xMTEkJiYqDYRXbFiBX///bccLef8+fOEhISQkpKCmZmZ2uCgIInF8ePHGTduHFlZWfTu3ZtatWppNIwukUjEpOBnuosAY2Nj9u3bx99//83KlSsV9jU9PV0hMUlKSiIpKYkPHz7w4sULkpKSSE5OJjMzE6lUypcvX7C3t+fRo0cYGBjg4eFBt27d1O6rra2tqHxz7949BT71wIEDcXBwwMrKSiEgjYyM5ObNm0gkErVV8MjISAYMGEBycjKtW7emQYMGBaakvXv3jjFjxij8v1evXjg5ObF69WocHByoWbOm3HsROhZSqVSl309MTAx9+/bl27dvNGjQgIMHD2rUURLkQt3c3ChWrBimpqbi7JFUKuXBgwdyXYncKFy4MO3bt6dLly506tRJYVhWcNb+8uULpUqVQltbW87MtFy5chqLNfj6+tK1a1e1j0lLS8PBwUGc6+jfvz+bN2+mUKFCVKlShR49eojXEV1dXcaOHcurV6+4ceOGyoDX2NiYnj170rNnT2QyGY8ePRKTjLt37/Lu3TtcXV1xdXWlZMmSdO7cGUtLS7y8vBg6dChhYWHUrVtXaeFg+vTpajvLr1+/Vjr4K7igJyQkkJWVhb29vUofkOjoaExNTRWO2caNG9OjRw969OjB3r17efbsGT169GDAgAG4uLjkWylOE3Tv3p2jR4+qvJ79TmRmZiKRSMS44+nTp+zZs4eWLVvSuHFj+vXrJ8YQguN2YmIiKSkpCgP2RkZGYnKRlZUlGpZqgqFDh+Lo6EhYWJhG5qP/rfiTWPzBvxUlSpQgLi5OqcKRJlA262BqaqrxBUkqlRITE0N4eDgpKSkkJSXRu3dvMjMzRWpTQaCqop57UNzY2JjmzZsTEhLC5cuXFRKL3DKzyoIoY2PjPKv7HTt2pG/fvhw/fhxHR0fOnTtHyZIlGTp0KCtXrsTFxUXl/gsV/LVr11KzZk25xE1LS4vly5fj6urKggULyMzMFIdB1aFmzZpcunRJ5f0CBUuVzKeAnTt34uXlxYgRIxg3bpwo5xkaGqpQdZ8wYQI7d+7k3bt37N+/X4E+lpyczNq1awGYPXu2RhKJSUlJXL16FScnJzm5TBMTEwYOHMiwYcOoX78+J0+exM7OTiE5E/42NDTk9u3btGnThk2bNtG3b1+kUilHjhxh/vz5VK1aNc+EIb+JhZeXF5MnT0YqlTJgwAC2b9/OypUrfxvPV92MhUQiwdDQEENDQ40521++fKF9+/Z8+PABExMTvLy8NKqcFi9enH79+uHl5cWePXsUEgstLS26devGoUOHFJJJX19fIEeCVVUQ9fXrV/r168eXL1+oV68es2bNylOiWRUyMzPR1tZWKYPp5OTE06dPRRrllStXxP0yMDBAX1+fHz9+EB8fr5BYfP/+nf79+xMdHU21atXw9fXVyBMoOztbnNtYsGAB1apVY/HixTg7O/P582cuX76sQGGqU6cOXbp0oXPnzjRv3lwt1WThwoUEBwdTqFAhTpw4Qa1atQgNDWXo0KEkJSXh6emp0XAt5CR4P1eTc+P9+/cMHz6cR48eoaWlhYuLC5MnT5Y7Z342mrty5QoeHh5s3LhRo0q6MEvRoEEDZs+ejaOjI1WrVuXWrVtiB+fIkSMcOXIEHR0dKlWqxOfPn1V2I/OiAT9//lyuQn7hwgVOnz7NX3/9xZAhQ6hevTpfvnxh2bJlODg4KPgZnTx5kitXrogJpouLixhoh4WFER8fz+rVq5k0aRLLli3D3d0dHx8fzp49i5OTExMnThQf/6vFPci5Nvz48YOIiAiqVauWr+fmFxEREXJdwcjISHr27Km0e1m4cGEKFSpESkoKsbGx/P333wqPMTAwYMaMGWzZsoXMzEyNk6P69etTr149/P39/1cnFr+m5/UHf5BPpKamqg0g1UGYdfi5fS2oBwUEBIj/y8jI4MWLF/j7+7N27VrGjx9P+/btqVChAmZmZvTv35958+bh4+NDbGysmFRUqFABCwsLJk6cyIYNGzQyCgLVw89paWlyF1thsFQY+syNw4cPExsbi76+vsaut8qwfPlyjI2NuX37NocOHQJyKFmlS5dm8+bNSrXdFyxYQGJiIg0bNmTUqFG0bdsWGxsb2rZti7a2NhKJBGdnZ+bNmwcgdkDygq6urlpajyDzCYqBsuACPmLECKpWrUpiYiJubm40bNiQESNGcOPGDe7duyfymwUUKlRIlCRdu3YtKSkpcvdv27aNL1++8Pfff6t1f5XJZDx8+JBZs2axa9cuZs+eLSYV7du3Z/fu3bx8+RJXV1caNGiARCKhd+/e7N+/XyE4NTU1xdPTkxs3btC0aVMSExMZNWoUU6dOJS0tjS5dunDjxg2NkoX8nD/u7u5MmjQJqVQq0mt0dHTIzMz8bTMRv1MV6v3791hZWfHhwweKFy/OyZMn80XHEHxDjh8/rpTHb2VlRVhYGEuXLsXNzY1jx45x9+5dvLy8AFSa5KWkpDBw4EBRBtTX15eYmBiN/Sp+RkhIiFqOtpaWFjt27KB27dp8+vSJESNGyFHtVA1wp6SkMGjQIF68eIGpqSl+fn4aJ3SJiYni797e3nTu3JnNmzfj5uaGt7c33759w8TEhF69etGuXTsuXbpEaGgoS5YsoW3btmqTCi8vL7Zt2wbknH9169YVA3tBnjciIkKj/Xz48CFVqlRR2fUODg6mY8eOPHr0iBIlSnD8+HGmTJmS57k1depUJBIJ58+f59mzZxrtS25IpVLGjh2Lh4cHr1+/JiAggClTplCjRg2ysrJ48+aN2uc7ODhw4cIFbt26xbNnz3j//j1xcXFkZmYCOR0LIfH6+PEj586dY9WqVcyYMUOcVShdujRz5sxh/fr1csaVkHPMzZkzh5UrV2JlZcXcuXPJyMggIiKCnTt3Mnv2bLS0tChevDjr16/nypUrNGnShOTkZBYsWEDbtm25evUqAQEBmJmZ0atXL8aOHUuvXr3EeZL8YuzYsezfvz/fz8svnj17JicDHRsbq1ZaW7ie5+6o/Qx9fX2mT5/OqVOnND52IUfWPCQkRJR2/t+IPx2LP/i3ISIiAplMprECUW6ok/IU/mdvb4+XlxevXr3i7du3ZGdnK92Wjo4OVatWpUaNGtSsWZOqVaty+vRptmzZokBByc7OZunSpXl2Cnx8fGjcuLFC9Ts1NVUugLOwsGDJkiWEhISQkZGBjo4ODx8+5MiRI+Jwc6dOnX4p6BPoCwsWLGDRokX06NGD4sWLM2nSJE6dOoWDgwN2dnZihSwkJARvb28kEgnr169XW3kSJAGXLFnCypUryczMZP78+Sov2u/evcvz+xaCcUdHRznaWW6ZT6lUysWLF9m+fTtBQUEEBAQQEBBAyZIlady4MX379pX7zEaMGIGbmxuRkZHs2LGDf/75B8hR/hHkcp2dnZUGJ9+/f8fHx4cDBw6I8wOQQwmztbVl6NChage5e/fuTY8ePejZsyc3btxg4sSJLF++XPxcz5w5w+rVq1m3bh0HDhzg5s2b7N69m/3799OzZ0+NOdJ5BUrbtm0TE8Fx48axevVqkQKRmZn52zsWv+pj8fLlS/r160dMTAwmJiYcO3YsXxxmyKn6CpKxhw4dYtq0aQqPqV+/PgYGBtSoUYPY2FgCAgJ4/fo12tra3Lp1i7t372JkZESRIkUoUaIEZcqUwdXVlYcPH2JkZETv3r3Zt28fnz59EvX/s7OzxfVGSIgFz4QiRYrIdbAkEgnp6elMnz5d7XspXLgwhw8fpmPHjty5c4eZM2fi5uaGRCKhSJEixMbGyg1wZ2RkMGLECO7cuUPRokU5duyYWhUsAV++fCEwMFD04AHEjh7kzB3o6+uzfPlyWrVqRXh4OCdOnNC4u3D//n1RHMHR0RFra2u5+2vUqMH169d59eqVRtvz8/OjT58+Cv+XyWRs3bqVhQsXIpVKqV+/PgcOHNDoM4Ac2qYwYL1p0ybRSFBTaGlpieuJrq4u7dq1o127dqJppyrhDQHfv39XOd+jr6+PTCbDw8MDPT099PT0qFq1Kvb29hgbG4u3woULY2xsTGpqKgcOHKBWrVoULlwYqVRKeno6RkZGyGQy2rVrR3JyMjNmzKBixYrMnDlTIdBu0KABFy5c4NChQyxevJgXL16oZAVoKg3+M/766y+SkpKIi4srsNy1Jnj9+jXDhg0T/84rsShbtixv3rxRm1hAzvfcunVr3r59q3HXpVGjRlSrVk3sRv5vxJ/E4g/+LRAWxdGjRxfo+ZpIeSYnJ3P27Fnxb2G4uHr16tSsWVNMJJRVu3R1dblw4YLCcOjx48dVJhW5gwVPT09u3brFnj17MDMzEx+TmpoqF3Dp6elhbGxMcnIyI0aMoHLlypQvX57JkyeL1dafK/AC4uLiNDZJmjhxIl5eXjx79gwXFxc2btyItrY21tbWtGrVim3btnHu3DmmTJkiVvdHjRqVpxQf5FTWdHR0WLBgAa6urmRmZrJ48WKlgW5MTIxGxkS9e/fG2NiYfv36YWpqys6dO+Xa61paWqLE47Nnz9i5cyeHDx/m69evTJw4kUWLFjF69GhGjx5NqVKl0NPTY/78+YwbN46NGzdSp04dUlJSOHXqFElJSZibm8sFJ9nZ2QQHB3PgwAFOnz5NRkYGkPN99ezZk4SEBCpWrEhiYqLYxm7WrJlKiom2trboQ1CjRg25ZE1XVxdnZ2fatWvHxIkTefXqFV27dqVFixYaXWA1kZtdv369SHubNm0aS5Yskft+srKyflvH4nfIzd6/fx8bGxu+f/9OrVq1aN68eb6TCsg5J8eMGcPUqVPZu3cvU6ZMUficWrduzYULF0QK3Y0bN4CcY3Dz5s1kZWXx/ft3vn79ypcvX1izZg0PHz5ET0+PZcuW0aRJE4yMjChUqBAGBgbo6Oigp6eHjo6O3Pf848cPnJyccHV1LfDn8tdff+Hu7k7//v05dOgQ5ubmTJgwQcHLQiqVYm9vz+XLlzEyMsLb21uO+pEb2dnZ3Lt3T5yVePjwoQJtr3fv3nTu3JlOnTphamrK6dOnefToEe3bt+fgwYNMmDBBo/2PjY1l2LBh/Pjxg27duomJbm4I4g8vX75Uug1B8rN169ZERUURHx+Pj48PR44coWnTpvTq1Yvs7GymTZvGsWPHgBzTwQ0bNuQ72Z0xYwb+/v4cO3YMZ2dnjdfbrKwstR0bTWmLFSpUQEdHh+TkZJKTk8VzS+hWCesSqK+mA+JnkRv79+9HIpGI82ImJiaUKVOGGzduKCQnuW9Lly7F399f9Fj6GZpKg/+Mhw8fUrJkyX9pUiF0zHN/P8nJyWrduMuWLQvk/RlDTgFAk8cJkEgkDBs2jI0bNzJkyJBfNhv8T8SfxOIP/i24efOmqA5UEOQl0SlgyJAhDBw4kBo1amBqaqrxgm5pacnChQvlEouoqChxjqBv377cunVLYbZj5cqVFClShAkTJvDy5Us6deqEi4sLEyZMQCKRkJqaKnYxvnz5wo4dO2jatClXrlyhRo0aYvD39etXcRiyc+fOCvvn7e3N58+fadOmjUbvR1dXF1dXV7p3787+/fsZNmyYWGEsVaoUCxcu5Pr16/Tt25fnz59TokQJFixYoNG2IYc2oKenh5OTE5s2bSIzM5Ply5crfN5fv35Vq0aVGwId7e+//1ZLBatTpw6bNm1CW1ub4sWLc+jQIT5+/MjKlStZv349NjY2TJw4kf79++Pi4kJUVBRDhgyR24alpSVaWlpERkZy6NAhvLy85AaxzczMGD58OAMGDCAlJQVPT0/mzZvH9+/fefPmDS9evMDV1ZWkpCRmzZqllJevbBZC4CRDjjPsrl27mDx5Mu/evePq1avMmjWLHTt2qK2mqZOblclk4iwMyHs+5MbvTCyExLugHYvg4GBsbW1JTk6mcePG+Pj44OLiInqMKIM6OphA83r37h12dnZKu0vJyclATpDt5+cH/H8alI6ODqVLl6Z06dIsW7aM69evo6WlhYeHR75kIu/du6fAcy8IOnbsiIuLi0hFzO1yffnyZYoUKYK/vz++vr7o6Ojg6empMHckzEhcunSJwMBABRqGmZkZ1atXx8/Pj7p16yrQUywtLZk1axYREREYGBio7dgJEEwrP3z4QI0aNdi1a5fSZFjwBPi5YxEdHY27uzuJiYnirMiPHz+YPXs2f//9N1+/fuXq1atMnz6dS5cu8e3bN3R0dFixYgXjxo0rkOpOw4YNadeuHVevXmXr1q0qFax+RmRkpEbUmrywfft2ubUvMzNTnAUUBA4ERTbh99x/Cz/fv39PUlIS+vr6JCUl8eXLF1E+WiaTiQPKSUlJxMTEaLRveUETafCf4enp+S81w4UcNSh1yoXKIHxfmsQdhQsXVpkUq0KzZs0oVqxYvj6r/yb8SSz+4F+OrKwsfH19VTpHawJNF+ahQ4cW6EQtXLgwFSpUEGVZpVIpkyZNIjExkSZNmrB7924kEonKgbXr168zefJkzp07x5w5cwgMDGTr1q2kpKSIVW1XV1cmTJjA06dPuXLlCleuXBFf/9KlS8hkMurVqycqf6SmpoqPzc7OZvHixflSoGnVqhWDBw/myJEj/PPPPwQGBor7K5FI+Ouvv3j+/DkA5ubmamchlGHChAno6uoyc+ZMtm3bRmZmphzdBnJ425qabQk0KGGwPyoqCh0dHaVBe2BgIEWLFsXZ2RknJyf8/f3Ztm0b9+/f59ChQxw6dIjatWsTFRWl9LXWrl3L6dOn5bjURYsWZcCAAeIgtgBfX19RV7948eIUL15cTNIiIiJYtWoVQ4YMURjgExKA3J/H/PnzKV68OIaGhqSmpqKlpcX58+c5ffo08+fP5/Lly7Ru3ZodO3aIngI/Q9Xwtkwmw9nZma1btwI5bs7q6Da/q1ImVFULkqgEBAQwduxYMjIyaN++PYcOHcLY2BiJRKJQFVcXKOa+TyKRkJaWhoeHB8nJyXIeE7l9ZiBHlezTp08UK1ZMIaHft2+fmKBt2LAh39rzly9fVivfnB9MnjyZx48f4+3tzdChQ8Vz1d3dHXd3d/Fx27dvp3PnzmRnZ3P37l25rkRumJiYYGFhIcrBli1bFl9fX/z8/JRWj4Vka9u2bRo7B8+ePZubN29iYmLCoUOHVKqQVa9eHcihq2RmZvLmzRsOHDgA5Ch5mZmZIZFIyMrK4tOnT2IHtGTJkpiYmHD+/Hni4+MxNDTk2LFjGnlgqMOMGTO4evUqnp6ezJ49W0ENTSqV8uPHDw4dOsTXr18ZNmwYL1++VNvd0ESkQiKRKMy/6erqin4x+cHdu3cJDQ1lypQpLFmyhCZNmtCzZ09RKjowMJDnz5/TtWtXlUnKz39HRUXJFV9UYdy4cXTq1ImmTZvStGlTatWqpXSt8fPzo169egWiRucHYWFhcsWtrKysPK+j+elYmJiYaGxWKUAikWBra8vx48f/JBZ/8AcFwcmTJ2nXrt0vUSVatWpFuXLl+Pjxo9L782OspApNmzZl9+7d1KhRg8DAQEJCQihUqBC7du0SHXBVLQIlSpQQ1WicnZ25cOECbdq0YfTo0bx9+5bLly/TqFEj6tSpI1a2njx5wufPnyldurSoBmVpaUlmZibLli0jOTmZihUr0q1btwLRQiBnyPrs2bM8evSIffv2yfF858+fT2pqKs2aNRPlWZs2bZqnOVhujB49Gh0dHaZPn87u3bvJzMxk/fr14sJdokQJPn78qJbnnJmZSVhYGIGBgUCO+sns2bPF527cuFHu8VFRUZw4cYJ169YBORdfGxsb+vfvz507d9i+fTv+/v5i0qQKQlLRsWNHhg0bRo8ePZQeo+Hh4Sq5z9WqVWPJkiXs2bOHo0ePUrx4caytrTE3N1eaABQuXJixY8fy6dMn2rVrJ/5/zJgxtGzZkjFjxvD8+XP69evHlClTWLhwoQLFQtl2pVIps2bNYu/evQCsWbNGrXRlQSVSlaGgHYsDBw4wffp0pFIpvXv3Zvfu3WLAr62trdYJPS9MmTIFDw8PgoKCSE9PVzlkLRjv/SxLfOrUKRwdHYGcrk9u/XtNkJqayvfv3zWm0uQFiUTCpk2buHPnDm/fvlX5uNu3b3P27FkCAwMVDPTMzc1FBaemTZsquHoLXQxVtJTq1asTHR0tJgLqsG/fPjw8PJBIJOzZs0ftc8qXLy+q8EyePJlKlSoxcuRIBc66jo6OmFTIZDLWr1/PsmXLkMlkNGnShJo1a/5yUgE564G5uTmPHz9m9+7dChX1PXv2cP/+fcqVK0evXr3Yu3cvsbGxKv1R4P+LVCgzbhQotTKZjEGDBrF//36VdFhNUaxYMZ4/f46joyPNmzcXJb0LFSpEoUKFePLkCfb29hrRVAVoKg3+6dMnsbgDOWteo0aNxESjSZMmFCpUiKCgII0EQH5VgSoiIkKuY/3161eV0tkChOLW48ePuXbtmtrXLFy4cL4TC8iJaTw9PXn37l2BRSD+U/EnsfiDfymSkpIIDQ1Vyq3NDyQSidrEAjQzVhKQlZXFvXv3uH37NlFRUWRnZ1O2bFl69OhBSkoK169fB3IGPd+8eaNUck7ZPo4bN45WrVoxduxYnj9/zsqVK6lbt67c0GKpUqWoX78+jx49IjAwEBsbG1ElqmvXrly9epXSpUurpYJoitKlS7NgwQIcHR1xcXGhbNmy/Pjxgw8fPnDixAm0tLRwdXXFzMyMNWvWsGHDBvz9/RUGLNVhxIgR6OrqMnnyZDw8PMjMzGTz5s1oa2vTrFkzHj9+TPPmzYGcDsadO3cICwvj06dPpKWlYWBgQKVKlcSAuU+fPuLFfOnSpcTExIhdnPT0dDZs2MDMmTMV5mQkEgnNmjWjWbNm+Pn5aTTPs3fvXrW+BYL+uUA9UYaiRYvi6OhIdnY2r169wsPDQzRc+hmGhoYUL15caWu+Tp06BAYGiiZvbm5uXLt2jb1798oFWT8nFtnZ2UydOpXDhw+LAaiyACY3fqc5U0FmLLZs2SJS74YPHy7OAAn41cSnWrVqdOzYkStXruDu7s7ixYsVHpOamsqpU6cAeTWomzdvMnbsWKRSKXZ2dsyZMyffr3/z5k2R4vO7oKenJ/pMqMLu3bvF34sUKSLXlcirMiwkIj8nFpmZmWzZsoVv375p9B2HhoaK3ekFCxbk6TcRGBiIgYEBKSkptGnTJs9jNykpCXt7e06ePAmAnZ0da9asYf78+XnumyaQSCRMnz6dMWPGsGvXLqZOnSrSWYODgwkLC2PLli3o6OggkUho1KiRKAIwffp06tWrh62trYKQh5WVFcWLF1eQNTc1NWXJkiX4+vpy7tw5bG1t2blzp8au4spQsWJFRo0aRZUqVZRKu2dkZOQrqYCcQLhMmTJq6UFlypRhw4YN3L9/n9u3b3P//n2SkpIIDg6Wk+kuXrw49erV4/DhwzRp0oS6desqJLrw6/LyAv0rdzc1NjZWrVJaQEAAzs7OQE6Rq1evXmpfU/Dmyi8kEglDhw7F399fqcjEfzP+JBZ/8C+Fu7s7ffv2/eVAYf369dy/fx8dHR2KFSvGly9f5O4fOHBgngtNamoq7u7uvH79Gl1dXapWrUqzZs0YMWKEGDimp6fTsWNHsrKy6NGjB66urri5uSmde1CFunXrEhgYKJozhYWFsXHjRszMzMQAsVOnTmJiUalSJRISEihWrBhNmjQRzal+F0aNGiUqJP0sr9qpUydRhk9XV5epU6cyb948mjVrli9TpCFDhqCjo8OECRM4dOgQmZmZbNu2jYYNG7Jv3z6Rg2psbEz16tVp2bIlVapUoWTJkmKQGxQUBCD3uh07dhTlImUyGW5ublhYWOTJ8VYmqasMeUm3BgUFyQ3jq4O2tja1atViyZIlrFu3jsjISEA+SDYxMeHr168qL2yGhoa4urrSsWNHpkyZIg7MrlmzhqFDhyKVSsXk+t27d6Snp2Nvb4+fnx/a2tps3749T+fon/fpV5GfjoVMJsPFxYUNGzYAOaZgygb/f8f+jRkzhitXrnDgwAHmzJmjEBSfO3eOpKQkKlWqJCa+L168YPDgwaSnp9OtWzfWrVtXoCTsypUrvzVYyMrK4ujRoxpxvgcOHMiYMWNo3Lix0mBNFYSORW7azYMHD/Dw8MDKykqcsxAGdZUhOjoaOzs7srKy6Nu3Lw4ODkofJ5VK8fPzIyQkhNq1a9OmTRv8/f0V3Lt/xqtXr0TqkZ6eHmvXrhW7SapUAAsCa2trXFxcePfuHQMHDqRmzZro6+tTtGhROf8HAWXKlGHcuHGkp6cTFBSEs7MzxYsXx9bWVpyzOXHiBN+/f6dUqVLs3LmT79+/y1Xgra2tsbe3x8fHh7Fjx5KUlFRgKp2enp7CnE1uFOT80tLSomzZsmqPwUKFCtG6dWuRNpidnc3z58+5e/cut2/f5u7du4SHh/P9+3euXr3K1atXgRzTuYYNG9KsWTOaNGlCs2bNuHHjBnZ2dgprdH4UqN6+favQLVOnCCVI2v/Ka+YHbdu2xdfXV24W838D/iQWf/BLEDiXZcuWVbiI+fv7ExQUlC8demW4dOmSaN62fv16bG1txdbokydP2LRpE1euXCEtLU1pcBMXF8fevXv58OEDPXr0YOzYsSr54EuWLOH58+eULl2aTZs2UahQITklDk1haGhIhw4dMDU1xd3dXQwQV69eja2tLRYWFqxfv55z586J+vGdOnVCW1sbe3t73NzcWLNmDY6Ojr8cZJ0+fVoMcn/GpUuXCAgIEBdLQ0NDJk+ezNq1a3F1dc3Xaw8YMABdXV3GjBmDt7c32dnZVKpUiS5dumBlZaVWhQMQk8XcQXfjxo05evQo8fHx3L59m4yMDHr27Kl2OwK/XBP4+fnRrFkzlVStmzdvMnjwYI22JUBfX585c+aIuu65VcVKlCjB+/fvVTrjCujRowcNGzZk/PjxhISEMHnyZA4cOMC7d+/ExOLgwYP4+vqSnp6Ojo4Oe/fu1bjT9DsTC007FtnZ2cycOVMcDFY3A/I7OirdunWjfPnyxMTE4O/vr6D45u3tDeQct1paWnz48AEbGxvi4+Np2rQp+/bty1dgLiAhIYHU1FS1w7zqkJ6ezrNnz3j8+LF4CwsLy1PyWkDXrl3FRCk/yE2FyszMZNOmTSQmJuLs7Cy+lwoVKvDixQulilNpaWnY2tqKBoKCNG5uZGZmcvDgQR4+fEjz5s1ZunQphQsXFtXW1BkOnj17lgkTJpCYmEi5cuXw9PSUox8VK1aMjx8//haXaB0dHaZNm8Y///zDixcv2LdvH3FxcXl2oQwMDOjWrRuWlpY8efIET09PkpOT6d+/P25ubgCMHz9e6fyUrq4uO3fupHDhwuzbt48ZM2aQmJj426vZqampGhdecuPw4cM8evQIHR0dihcvLicNXrp0aVJSUnjz5g02NjYcO3YMExMTtLW1qVevHvXq1ROTpKVLl1KiRAni4+O5e/cud+/eJTExkevXr4tMAcgp1KiSl9dUgerZs2cKNOJPnz4pPX7zkrQviOpVXtDS0mLgwIG8ePEiT4PE/yb8SSz+IN9IT08nODiYoKAgihcvjr6+Pp8/fyY7OxttbW3Kli1LRkYGBgYGLFmyhE2bNol8+PwiMjKSsWPHIpPJGDlypNgmF2YdrK2t8fPzIyoqigMHDsjxyj9+/MiePXtITEykX79+NG/eXG1AdeXKFbZv3w7A1q1bKVmyJDKZLN9DzQIiIiIYOnQoY8eOZcKECVy7do0pU6YQGBiIhYUFEomExMREzp07B+QMewpB/owZMzh+/Dhz5sxh8eLFBa5mCIulOvy8WFarVo2WLVvyzz//oKenR2ZmJjKZDC0tLdEsT0tLi5SUFPr06SN3kezTpw/a2tqMHj2aY8eOYWZmxrx581SaWeWGkFjkbt0bGhoyceJEFixYgJaWVp7HkUDDyO0/oQ5nzpwRZYZnzpyp4Ib+/ft3hf9pAi0tLcqXL8+LFy+4dOkSL168QFtbGzs7O3bu3Ent2rXz5N+bmpri7+/Pxo0bWb58OTdv3lR4jBDUT5s2LV/0tX93YvHjxw8mTJgg0u82btyolvLyOxILHR0dRo4cyfLly9m7d69cYvHt2zfREX7AgAHEx8djY2MjulUfOXKkwOfc9evXNe5yJSQk8OTJE7kk4uXLl0qr7wYGBgqmZ8pQ0GFYgQqVmJjIP//8Q69evejcubPcd9GwYUOuXbumEJjJZDKmT5/Oo0ePRKW23IWE5ORk3N3diYiIoFOnTqxevVrueBGogcoSC6lUyurVq0U+fsuWLfHw8FB4nxYWFvj5+al15M4PhHmEr1+/EhQUpFEnUIBEIsHc3Bxzc3NiY2OZMWMGjx49wtDQUC1FU1jjihQpwoYNG1i4cCEJCQk4Ozv/Nvrinj176NGjR76eExMTw9y5c4Ec/5+pU6cqzD2EhYXRu3dv7ty5IyYXyuS4dXR06Ny5s/idS6VSwsPDxY7GnTt3eP78udoOlKYKVOHh4Qqml58/f5abbxOQl6R9Xq+prpOnDn+Gt//g/yTS09O5desWKSkpRERE8OHDB5o3b86MGTMUgons7Gy+fPlCUlKS2IKsVasWZ86cybeqSmpqKra2tsTHx9O4cWOlg166urpMnz4dR0dHNm/ezMiRI3n//j379+9HKpUyYMAA6tevn+cJ//37d+zt7YEcVYsuXboAiEF0QfD9+3cqV66Mrq4uJ06cYPPmzSxfvhw/Pz9R4jI34uPj5dqt/fr1o2LFisyZM4dZs2bJBaIymYyEhAS+fPnC58+f5X7m/v39+/dqW9fCYnn9+nW5xdbGxoaOHTuir6+PoaGh0sptSkoKGzdu5MGDBzg4OIifU69evZg0aRJbt27lyZMn2NnZ4e7urlY1SCaTKe1YQA61bNCgQfj6+pKZmal0Xz58+MDChQvx9fUFEBVocrsJ/4x58+YRGhpKUFCQKDnbr18/Zs6cSZ06dYiMjKRMmTIF/v6Fylffvn0ZPHgwUVFR4lD1unXrWL16dZ5KStra2syYMYPt27erpYkcPXqU+fPna1RJk0qlv3XGIi8qVHJyMsOHD+fKlSvo6emxe/dutUlQZmbmb0t8RowYwerVq7l9+zaPHj0Sq5cnTpwgKysLc3Nz/vrrL/r378+zZ88oU6YMx44dK7AsNuS4hyurbMfGxvL48WMePXokJhGqOoklSpQQA1PhVqVKFerXr68y+PlVAQuB+//y5Us2b96s9DOoU6eOWAjJDcGdW1tbGw8PD3EY9du3b+zdu5dPnz7Rs2dPJk2apPT8FYLM58+f4+PjQ9myZWnVqhXJycmMHz9e9E8YN24cy5cvV+oZ0bhxY6XeDQXBmTNnePDgAVOnTmXVqlVs2rSJAQMGFOi8KVOmDGFhYUAOZTSvY0sikbBo0SJMTExEWmVCQgJr1qz55fMiNTWVt2/f5iv5EpJGQSFxypQpomt6bpibm3PixAn69OnD7du3GTBgAD4+Piq9fgRoaWlRq1YtatWqJRYbPD09NerUqLu2ZWdnk5WVpRCjxMXFKZ2Z01TSXtnjBPEBwR8kvzhx4gTR0dFyCnb/zfiTWPyBWqSlpbFs2TLMzc0pXrw4FhYWaiutQsdCkGuDnMREGL7VFMJiFhYWRqlSpfD09FQZhA0bNow1a9YQHR3NgAEDaNy4McOHD9dYu1omk+Hg4MDHjx+pUaOGwtD033//zfHjx+nbt6/G+3/u3DlKly4tVuq1tbVxcHCgdevWWFlZKa3GCBUPR0dHjI2NiYuL4/Pnz+jq6tKvXz+RoiAkD4Jp0u+Ara0t3bp1o2PHjlhYWFC2bFm1A26Qs5jOmzePU6dOMWPGDExNTalSpQr6+vpkZGRw8OBBRo4cyZkzZxg+fDienp4qq9q5zaCUUUjatGmDnp4ec+fOFekTkFMJ37p1K+vWrSMlJQWJRCJq51+4cIGiRYtiYGCgVDawVq1azJ49mzt37uDq6sr58+fx9fXF19eXnj17UqVKlTwHT9XhZ7nZihUrYm9vLzr6akqzCQ0NzZN7HhMTg6enJ7a2tmqNuiAnIczrMfmBcBwq+27j4uIYMGAAd+/epVChQhw6dIgOHTrkuX+/y2OjTJky9O7dGz8/P/bt28emTZsA8PHxAaB///5MnDiRkJAQChcujI+Pzy8rtNSsWZObN2+SmJgo14lQFbhUqFBBTB7q16+Pubm5Sg+ehQsXMnHiRKXbETxMCkLTuH37Ni9evAByqDqqgt9SpUopUEMDAwNZtGgRAMuXL6ddu3ZERUXh7u5OSkoK/fr1o2nTpmqDYkHBLS0tTVSuK126NBKJhNjYWPT19dmwYYNaxTpDQ0NKlChBdHR0vgeTBaSnp7NmzRoKFSrE4sWL+fHjB25uboSFhXHp0iWx4JQfvHr1ivfv3wM5g+cODg7o6+szfPhw6tatq/J5Dg4OFClShH/++UfsvG/dulWj7q8qeHp65pvKc+DAAS5duoS+vj7btm1Tu241aNCAEydOYG1tzc2bNxk4cCA+Pj5yAXduY1lV0NT/RV13LjY2VqW/kLJjUdNOn7LHCcpQBU0sWrVqha2t7Z/E4g/+90NIKnr27EmdOnUKvJ3IyMh8t6d37NiBj48P2trauLu7q01M7ty5Q5UqVfj8+TORkZHiIKumOHLkCP7+/ujo6LBr1y4FCsSYMWOYM2eOqIqRF+7evUtgYKBSVacfP37k2eL9/Pkz/fr102jfCxcuTMmSJSldujSlSpVS+Pnx40eNDIiSkpLw8fERA666detiYWFBp06daNGihcqEQCKR0KtXLywsLHj37h1v3rzh9OnTrF69GhMTE44ePcqQIUO4cOECQ4cO5dChQ0or20K3QqAfKEOzZs0wMDBg/vz5rFmzhqCgIObOnSvKbzZv3pzVq1dz6dIlPDw80NPTw8fHh0aNGrFnzx6cnJwoU6YMtra2rF+/nlmzZtGuXTuaNm3K0aNHefToEevXrycgIEBUC3r69Cl6enoKHhWaQJksbO3atbGxsRHnJfJSG8vKypJzk1cHBwcH5s6dS4MGDWjSpIko7fjzuZOUlFRgMztlUNWx+PDhA/379+f58+cUK1YMHx8f0f9DHX5nYgE556+fnx8+Pj4sWbKE+Ph4kVYWERHB8ePH0dXV5eDBg6KQgabIysri5cuXcgnE3bt3lSb9EomE6tWri8mDubk5ZmZmeUpf5oaQYOro6MhRNIVg7ebNm3KO8nkhIyODdevWiaaCoFpuVkC5cuVwc3Nj2LBhxMXFMXr0aKRSKUOHDqVNmzbMmzcPHR0dBg4cSN26dfOs8gcEBDBmzBiF/wsc/hIlSnDs2DGNjDYFOlRB5hKePHnC7t27sbGxEbu3hoaG2NnZsXXrVjZu3FigxEKg13br1o3du3eTnZ3Np0+fcHV1Zfjw4Wq59aNHj8bExISJEyfi7e1NUlIS7u7uBZZuj4yMzBelKyoqSlTbcnZ21qhY16BBA44fP06fPn24ceOGmFwI67omXZ+8fD806c6VKVOGqKgoOYqSutmSOnXqoKenp3KmUt1rColFfguoAgT675MnTzSmUf4n409i8QdK8buSiuzsbNGhuXbt2vTq1SvPocaQkBBR7m3p0qUq3abPnDnDpUuX+Ouvv9i+fTudOnXi3bt3+Pv7axyYR0ZGitKI8+bNU3rxMjAwYMqUKaxYsYL27dur3fbbt285ePAgixcvVgi0Pn/+LFJ18kLZsmX5+++/5RKFEiVKcPv2bfT19XFwcKB06dJ58sCzs7PZtGmTWu4oIGqM37hxg4cPHxIWFibKKhoaGtKmTRssLCywsLCgRo0aCheHQoUKUadOHV6+fEmbNm1EKlKHDh3w9vZm8ODBBAYGMmjQILy8vBSSByGIyOvYMDc3p0GDBnTo0EGssJYtW5YlS5YwcOBALl68KA76u7q6isOdVlZWODk5ERcXx6xZswgICCAiIoJFixaJVez69euzf/9+Xr58iaurK76+vgQFBREUFESbNm3ERERTOoQqI7s2bdpQrlw59u3bh56eHpMnT1aoEH/9+pUDBw6wd+9ejUyp4P+342/evCk3j1G+fHmaNGkiJhuGhoa/NbFQNmPx5s0b+vTpw/v37ylXrhx+fn5KByaV4XcnFq1ataJ27do8f/6c5cuXi0nsX3/9JRqxbd++nfbt26vdTmpqqtKhamVJhJ6eHnXq1JGjMtWtWzdPAQN1yMrKErtda9eupVq1aiLH/fv379jZ2bFjxw7q1q2roP6mDKGhoRw5coR+/frRrl070VgxLzO2adOmcf36dWbNmsXjx4+Jj48XVZNOnjzJ2LFjNZLnBvUDswL09PQ0DrYEsYe4uDiNlfWkUil79+7lzZs3LFiwQGENsre3Z9euXVy/fp27d+9qlBwL+PbtG4cPHwYQq9Ha2tqUL1+ehQsXsmTJEvz8/EhOTqZr165K6cI2NjYYGxszcuRIzp49y8CBAzl06FCeFCNlyMjI0PhzkclkTJs2jaSkJJo1ayZShTVBo0aNxC5/aGgogwYNwtvbW7xe5dWxEHw/7OzsFDocwnqal7y8trY2lStXJjw8XKQmxsfHK6VBRUdHM3DgQLVJhbrXFAQIfgVDhgzBycmJM2fO/NJ2/hMgkeX1Df/B/wkkJyfz/PlzwsLCiIiIIDs7m969e/9SUpEbggLE2bNn6d27t8qL+IcPH2jfvj1fvnxhwIAB7Nq1S8EIzNfXl9DQUMzMzESKEMCqVatYtWoVdevWJSQkJM8AMDs7mx49enDz5k1atmzJqVOn1C5UaWlpHD58mGfPnjFp0iQFA6dv376xZMkS5syZI5p7hYeHc+bMGc6ePcvt27fzXFAFnDx5UuWA2PHjx7l16xaLFi3SaMA0ICBA7aCsUP2sUKECHh4eVKlShaCgIAIDAwkMDFSgEVWoUEHsZrRv314uEHFwcGDx4sUKi/eNGzcYMGAAycnJtGzZEm9vb7kL48mTJxk+fDhNmzbl4sWLSvczKSmJdevWsXXrVjIzM9HV1cXe3h5HR0cKFy7Mmzdv6NChA4mJiYwaNUqUNIWcC2qZMmWQyWRERETw8uVLcYDx1KlTCsnruXPnePnyJW/evOHw4cOiTnnTpk35559/sLS0zPP46tmzJyEhIezbt09pMiqTyXj48CEHDx6kQoUKTJw4kWfPnrF79278/PzEi5xAgUtJSVF5/JQvX55Hjx4RGRnJnTt3xCHIsLAwhQ6ZtrY25cqVw8rKSkwoq1SpUuC5CzMzM6Kiorh8+TKNGzfmyZMn9O/fn8+fP4s0wvzQi+7fv8+dO3cUnLd/BdOnTxfVqH7G0qVLmTp1qtz/4uPj5RKIx48fEx4errTiWbhwYerVqyfSRT9//syqVat+ibKiDP7+/tjZ2VG8eHHCwsIUkkNh/dPV1eXUqVMqlaHS09NZv349UqmUyZMnU6xYMVJTU8U1KyoqKs+gVSqVYmlpyZ07dzAwMMDOzo4ZM2bkW5FJU9M1VeuhMjx58oSDBw9qZL725csXVq9eTaNGjRg0aJDK9d/e3p7Dhw/Ts2dPDh48qNF+QE4CuHz5cho0aMCVK1cUzrGzZ88SFRXF4MGDOXDgAJGRkUyYMEHh2gI5n9WQIUNITk6mcePG+Pr65kuWPC0tjeXLl7Ns2TKNHu/h4SHOUYaEhCjdp7xw9+5d+vbtS1JSEu3atePIkSNs2bIFa2vrPJXxQLmPRfny5Vm5cqVGsq+RkZGiqh7kUO5CQ0OxsbERH/P06VMGDhzIhw8fKFu2LJMnT2b79u35ek2hkPMrxoZpaWn07t0bf3///3rp2T8diz8gIiKCzZs307x5c+rWrUvPnj1/+0WxaNGidO7cmbp167Jp0yalicWPHz8YMWIEX758oW7dumzcuFFciAXO/qNHj2jVqhXLly9XqP5NmDBB5MOeO3cOKysrtfu0ceNGbt68SeHChdmxY0ee9ClDQ0PGjBlDREQEe/bsYdWqVcD/p1O8f/+eiRMn8u7dO3bs2MGZM2eIiIiQ24ZguJeUlKT0NfJq8UokEvr160eJEiXYtGmTqNShDqokEvX19dm9ezeVK1dm5MiRvH37FisrK5YsWcKkSZOwsbFBJpPx7NkzMckIDQ0lOjoaT09PPD090dLSonHjxuJcRsWKFZVWhFq2bMnx48fp378/N27cwMbGBh8fH7GzIVSRlXUsZDIZPj4+LFq0SJRarVevHs2bN8fBwYHChQuTnJyMra0tiYmJIiUqN/T09ChdujSxsbHExMTQunVrRo4ciYeHB9OnT+f69etyFfdbt24xbNgwqlatyqxZs9i8eTOenp7cuXOHwYMHY2ZmhqOjI7169VLJHVfVsRAgkUho2LAhNWrUYNWqVdSrV49v376J95ctW5aGDRvi7u7OhQsXlFbvBIwaNQodHR2qVatGtWrVRKfZlJQUHjx4ICYad+7c4fPnz0RHR7N7927RUK1EiRJiR6Np06Y0bNhQ/G7UITs7W6zUPXv2jLS0NIYOHUpiYiJmZmYcO3ZMqUGXOqSmpv7WjkVAQACenp4q7zcxMeHcuXNySYTAif8ZpUqVkutC1K9fnypVqojHwLZt2+jUqdNvXz8hhx4KOfQYZR2n2bNn8+zZMwICAhg+fDiBgYEKswYhISF4e3tjY2ND27ZtxWNTUITS0dHRiCe+du1a7ty5g56eHtu3byc4OJjnz5/nO7H4lYFZVTAzM6N27dq4u7szatQolY+7cOECZ86cYeLEiXkGudOnT+fw4cOcPn2a8PBwjShB6enp4vk1efJkhXUgMjKS4OBg6tevj4mJCZMnTyYyMpKdO3dSpEgRpk2bJhdgtm3bloCAAPr378+9e/fo0aMHfn5+cvOM6nD37l2NFe7ev38vsgYWLFhQoKQCoEmTJhw7dox+/fpx9epVhgwZotah/Gf07t1b9JNauXIlNWvWJDQ0VGOqc5UqVTh48CBZWVno6OgomOMFBQUxfPhwkpKSqFWrFj4+PuIsXH7cvk1MTFSuGZrC0NAQLS0tvL29C+xf8p+CPx2LP2Dt2rX07NlTrFj9qzFv3jwcHR0VuMUODg64u7tTpEgRgoKC+Ouvv0hNTWXfvn2iTGHXrl3VBh0CtaVJkyZcvHhRZVD38OFDOnfuTFZWFtu3bxcDMU2QlZXFP//8Q82aNXn16hXFixenSJEivHjxggsXLsgN2urq6tKuXTusrKywsrKifPnyogkPKLaEJRKJRiY8WVlZODo6snHjxjz3d9y4cfj4+NC9e3cmTZrEvXv3RKpWZGQk+vr6JCQkMG3aNPz9/YGcarubm5sCLSI1NZXQ0FAuX75MYGCgaHwnwMTEhA4dOtCpUyelg/4PHjygT58+JCQkiCouhQsXFp2jLS0tOXz4sLiIP3r0CCcnJ7EiVKVKFVauXEmnTp0ICQkRuxuPHj0iNDSUsmXLEhQUpPRi27FjRx48eICXlxdWVlbEx8fTokULPn36xD///CM6QUPOsbhu3Tq5pOHz589s3bqVPXv2kJKSAuQkbQ4ODtjY2MgNNWZnZ9OuXTvCwsJEVa+fL0zv37/H3d0dT09PMaHQ0dGhTZs2DBgwgObNm7Njxw5cXV0B5dU7IyMjUlNTqVKlCiEhIXkGhTKZDA8PD16+fIlEIuHu3bs8evRIgQIgkUioXbu2OKfRtGlTatSoIfd5KNsfAS1btuTIkSNqHctV4eLFi3z79i3f/iE/Iysri6SkJFq2bKl0eD8vVKpUSW6g2tzcnLJly6pcU2QyGTNnzlQ4bn4HHjx4QMeOHdHV1eXx48cqA/jk5GQsLS0JCwujQYMGnD17FkNDQ9LS0kRfmsmTJyuc12FhYbRu3ZqSJUsqFEN+xunTp7G1tQVg8+bNjBgxgpSUFObNmyfSCjXBrVu3cHZ25s6dO3k+tmrVqgwePJiePXtSq1atPLtrWVlZzJ8/nxEjRigMSGdkZLBmzRqRhqgpPW3IkCGcPXuWYcOGiZ4U6nDgwAGmTp1K+fLlefjwoUKyuXr1apo3b07r1q3l7pPJZFy7dg1fX1/atm2rIJf6/Plz+vbty6dPn6hSpQonTpzI0zA0PDycrVu3IpPJxHVIGGKWSCSi+qHw+8mTJ4mJiaFcuXLY2Nigra2NVCpFJpNhZGSEtra2eNPR0RF/6urqyt309PTQ1dXl9evXuLi4kJaWRsWKFdm4cSPt27fXWMDi9u3bdO3alUqVKvH48WONniPg5MmTVK1alZYtW3L06FEqVqxI3bp18fLyYurUqWRlZdG6dWsOHTqUJw1QFaKiorhx44YoPFBQXL16laVLl3LhwoXfqtz378afxOL/OF6/fs3SpUuxt7enatWqBTKEyi+uXr3K48ePRc7phQsXOHXqFJ6enkgkEg4fPoyWlha3bt0iPj6enj170q5dO4327fPnz5ibm5Oeno6/v7/Szkhqairt27fn1atX9OnTB3d393ydxD9+/GDSpEmYmpoSHh7O1atX5fTlixQpIvJlO3XqpLTyqywoK1y4MFu3btXY2XPx4sVMnjxZ7VxCeHg4zZs3RyaTidUxmUxGjRo1+PLlixwNSCaTsXv3bubPn09mZiaVK1fGw8ODhg0bqtx+dHQ0gYGBHDlyhPv37yvo7FevXl2kTbVu3ZpChQrx6NEj+vTpQ1xcHJUrV+bHjx9ygZ+pqSnOzs7cvXsXDw8PpFIpRkZG/PPPP0yePFlhcHHx4sVs3LgRLS0tzp49q5ICYmtry+nTp1m3bp04LCpQsHR0dAgKCqJevXpERETg5+cnzt78jO/fv7Njxw527NghVuurVKmCg4MDgwcP5vz58wrframpKatWraJXr14EBweza9cuzp07J1JrKlSowJgxYxg+fLhcRW3evHmsWLFC/Ds7Oxt7e3uOHj1Kjx492LJlC+3atSM6OpqxY8eKSYg6HD16FBMTE7Gj9+PHD548eSJHoVJWfTMxMaFx48Y0adIEqVTK+vXrVVKz9uzZI0c3+BlSqZTU1FTS0tJITU2V+/3KlSukp6dTr1490tLSSElJIS0tLd+/58fYsmLFirRs2VKuG5HfIOPdu3fs3bsXFxeXfD1PE4wfPx5vb28GDhzIrl278twPCwsLvn37ho2NDc7Ozqxbt45BgwapnFcLCQmhZ8+eVK9eXW2g/+LFCzp37kxycjLjxo1j7dq14n2Ojo55Hn8ymYwrV66wbt06OTO0/KBq1ar06NGDnj170qRJE5VJXGxsLMuXL2fNmjXimvH8+XO2b99O37596dixY75e99atW1haWqKrq8ujR4/UFuJkMhmtWrXi+fPnSql2kCPRW7lyZZVUsPT0dI4cOcKjR48YNWqUnLBAZGQkffr0ITIyknLlynH8+HGlXZfHjx9z+PBhChUqxJAhQ+Q6DzKZDKlUilQqJTs7m+zsbKRSKfv378fZ2RkDAwP8/f2pWLEiUqmUpKQkNm/ezIwZM8THZ2VliT+FW2ZmptKfL1++ZMeOHWRkZPDXX39haWmJTCYTt6Wrq4uhoSFGRkYUKVKE4sWLU61aNRo1akRkZCQNGjRAX1+fT58+idfrTZs2ERkZKc4h/nwT1BUPHjyIs7Mzmzdvplu3bnh6eoqzeDY2NmzduvWXuqQJCQl4e3vj6OhY4G1AjtR29+7d2bBhA/Xq1fulbf1P4k9i8X8YycnJLFq0CDMzM96/f8+nT59IT09n9OjR/1JlgoyMDGbPns2UKVPYsWMHenp67Nq1i6ysLBo1akTTpk0xNzenefPm/P333/mu/s2aNYvdu3fTtm1bTp48qXC/o6Mje/bsoVy5coSGhmrMUxXmJby9vXn27JncfRUrVqR79+50796dVq1aaUSFyM7OJjQ0lBMnTrB3717q1q2br4vtmTNn+Pbtm9pBTSEgsbKywsvLS/y/0MVwdHQUW94CHjx4gJ2dHe/fv0dPT4/ly5czduxYlclXZGQkmzZtYsmSJYSHh4vdjDt37shx0gV1pU6dOlGpUiWmTp1KcnJynu+zf//+uLi4KFXcuHTpEgMGDEAmkzF48GAaNGigUo5TOC5+7k4MGzaMU6dO0ahRIy5evMiuXbswMzNTGYQJSEhIYO/evWzdulXsOBQvXlz0A8gNgcJUrlw5kc4FOcPtY8eOpVu3bkoTZ2dnZ2bPni2XnK5Zs4YVK1YwcuRINm7cSFBQkKgEdOLEiTzlXN3d3fnrr7/UPi42NlYu0Xjw4AGpqalqt5sbBgYGtGzZkvT0dKVBvyZGb/9O5JUIaYIjR45QuHDhfJuP5YUPHz5gbm5OVlYWQUFBGqkjhYSE0KdPH3FN9fT0VCvBeurUKYYNG0azZs24cOGC0sfEx8djYWHBmzdvaN26NSdOnJBb52bOnMn69euVPlcqlXLq1CnWr1/Pw4cPgZxu7pAhQzAzM2P27Nkqk9TJkydTs2ZNTp8+TVBQkNywfJkyZejevTs9e/akbdu2CjLKV69eJSgoiIULF+Lu7s6LFy+YOXNmgU0EraysuHHjBlOnTmXp0qUqH3f58mX69++PsbExT58+VZqkCl3nWbNmqVUT+vTpE7t27UIqlTJ9+nTxevXx40f69evH8+fPKV68OMeOHROLQLdu3cLX15eSJUsyZMgQKlWqpNH7i4yMpHXr1qSkpLBq1SqFtXTdunU0bdpUqcGcJrh+/ToDBgwgNTWVzp07c/DgQQwMDJDJZKSmppKQkCDevn//jr+/Pzt37iQ9PV3sQkdGRlK0aFGkUikzZ85k7NixHDt2jK5du4rrq3ATri/h4eEcPXqURYsW8e7dO3FOZsaMGSxcuPCXO4zZ2dls3LjxtxQVnJycSE9Pz1f37z8NfxKL/6NIT0/HxcWF/v37y1Uxvn79yooVK+jdu3eeAcqvYNu2bYSHhzNixAiGDx9OTEwMVlZWHDp06JdP8qioKBo2bEhWVhYXLlygWbNm4n0XLlwQ5fbyCsKys7O5ffu2OHz9M0WgQYMGYjKhiayiKnz79o3q1asjlUp58uRJno7MAmJjY9m4cSMrV65Uen9ERATNmjVDKpUqBCRCm17VsHR8fDz29vaiQkWfPn3YvHmzQvclLS0NJycnBQM/YRvBwcFcuXKFy5cvExUVJXe/lpaWWvk/HR0djh07pnLQ/+3bt3To0IGEhARGjBjB+vXrcXFxoXv37krlYTdu3MjixYsZPHiwyFeHnAt08+bNSUxMZMWKFWhra2NmZqax0VhKSgr79+9n06ZNGnHBjY2NGTJkCGPHjlU5/yLgwYMH+Pj4yHUtNmzYwJIlS7C1tRWVfISkqUKFCly/fl0tBWnbtm00atQoXxK6WVlZPHv2jLt373Lq1CkCAwM1fm5eEFSqjIyMRGqXiYkJ5cqVk/u/oaEhhQoVEh+f1+9GRkY8ePCA/v3757kP+RkOVoXZs2ezbNmy3+oRAuDi4sL69etp2bKlxtLDAMuWLcPV1RWJRIKXlxfdunVT+VhhPejatSve3t4K92dnZzNo0CAuXbpEhQoVCAoKUvC5WbRoEfb29nJBe2ZmJseOHWPDhg0ibdLQ0JCRI0cyZcoUMaAOCAhg3LhxckmD4DSur6/PoUOH6Ny5M0lJSVy+fJnTp09z/vx5OSUeExMTunbtSs+ePenUqZM4gL527VqioqJo3Lgxtra2v9SVP3/+PIMGDaJw4cI8efJEZVerb9++XLlyhUmTJqlcnyEnGU1KStKIQnP//n0OHDhAvXr1GDVqFFpaWnz//h0bGxvu379P4cKFcXJy4u3bt1SoUIHBgwfna+ZFKpXSu3dvQkJCaNWqFadOnVK4FicnJ7NgwQLWrl1b4M8xJCSEgQMHkpqaSteuXTlw4IDSbkF0dDQ7d+4UE7jKlSuTkJDArVu3qFmzJufPn+fjx4+MHDmSHz9+4OPjQ1JSEvb29nLXKZlMRlJSEp8+faJLly68f/8eLS0tnJycGDVqFIULF0ZfX/+X447Vq1fLrdMFxcOHD5k1axa+vr4FopL+J+DP8Pb/QWRlZbFq1SqsrKwUhrJKlizJ0qVLcXFxwcTERK3G9q+ga9eufPr0iUWLFhETE0O1atXYsWPHb+EmV6xYkcGDB3Pw4EFcXV2ZOnUqsbGxGBgY4ODgAMCkSZOUJhWpqakEBgZy9uxZzp8/r3ReQiKRsGTJErXmRvlBiRIlaNasGTdv3uT8+fOMHTtWo+eVKVOGHz9+IJVKlX5ua9euRSqV0q1bN4Uqp/De7927R0JCgsICVrRoUQ4dOsS2bdtYtGgRJ06c4PHjx3h4eMi15F1cXBg6dKjSZKho0aJYW1tjbW0tqjEJQ+A/Vx6VISsrS+XxkJKSgq2tLQkJCTRp0kS80AndiBo1aijM8AgX2Z9nAsqVK4eLiwszZsxg+fLlbN68mZcvX2qcWBQqVAh7e3tq1qypURC7b98+jY33GjZsyI0bN/Dx8RG51sIFXVCqghw62KVLl3j79i3z5s0TEw5lyMjIyLcOvo6OjkgRMjEx0SixGDNmDO3atRMTAyE5yP27MLCYGzt27MDc3LzADtK50aFDB7V6+JBznP7qa8XFxQH89qQiNTUVd3d3gHzJfd6/f59v374xZMgQvLy8GDduHJcuXVKZyArD26oCZRcXFy5duoShoSGHDh1Sap7ZuXNnfHx8mDJlCunp6Rw6dIhNmzaJtDoTExPGjx/PxIkTFZ7fu3dv1q1bx6NHj8QEp0mTJowZM4YzZ84wdOhQDhw4gKWlJX369KFPnz5kZGRw7do1Tp06xZkzZ4iNjRUNLvX19enQoQM1a9bk48ePTJ8+/bdQS7p27UqdOnV49uwZ+/btY+bMmQqPCQsL48qVK2hpaansngq4fv26xsFoo0aNMDMzw9/fHwcHBwYNGkSrVq3w9/fH0tKSZ8+esXjxYrZv364wl6EJ9u7dS0hICEZGRmzdulXp2mtsbEzlypW5efNmnh1dVWjTpg1Hjhxh0KBBXLhwgREjRig1wH38+LEcvatMmTIkJCTw6dMnatasyZUrV5g+fTqQI0QybNgwIiIicHFxEbclnPPZ2dl4eXkRFRWFrq4ugwYNQk9Pj7179/Ljxw8yMjKQyWTIZDKysrI0opTmhkAj+x0wMzNDW1ubs2fP/vKc2f8U/iQW/wcQGxvLnj17RCqDVCqlY8eOKs2gBJOygraLNUHVqlW5fPkyYWFhFCpUiIMHD/7W7NzBwYFDhw5x4cIFhdZ++fLlRadYyJnLOHfuHGfOnCEoKCjPeYm9e/dqROHJD7p165bvxAJytPgfP36skDhERESIZndz5sxReF7FihWpWrUqr1+/5vr160r10yUSCZMnT6ZZs2aMGjWKN2/e0KVLF1atWsXIkSPZtm0bderU0ajyLZiDVa9enQkTJuDl5cWkSZPyfJ6yDoBMJmPq1Kk8e/aM0qVLy12UihQpwoQJE1i+fDlr166VuzgKnGhlw8YjRozg6NGj3LhxgwMHDhSICigEl3khv3rnY8aMYe7cubRq1Yry5cuL9JPcBmmFChVi+/btYtevZ8+eKlXRfvz48Ut8Yk3XhT59+hSoC5CRkfHbAnRBD1+d3HJ8fDz79u37pcHLO3fu/DZp7twQPBkqV66s9BxVhtDQUI4dO8bChQspVKgQkZGR3LhxgyFDhhAYGKg0eRASC2W0UF9fX5GWsWXLFurXr6/0dZs1a8bRo0fZvHkzbm5uojdNyZIlmTx5MqNHj1a7xgt0Qmtra9ErwsPDg9GjR4tULU9PT/G41tPTo1OnTnTq1Il169Zx9+5dTp8+zalTp3j9+jXnz5/n/PnzaGlpER0dTc+ePenRo0eeg87qIJFImDZtGhMnTmTHjh3Y29srJOlCUt+7d+88ZZYNDAzkCgR5QVdXFxsbGywsLNi7dy/+/v6imuKlS5e4dOkSkyZNQktLS6Mih4C3b9+K18TFixerdb6uUqWKUrpnfiBIzw4aNIjz588zcuRI9u/fL3fe37t3j/Hjx4t/lylThvDwcGJjY8Xj9eeOTLVq1XB2dpZjD4SHh2NjY0NUVBQlSpTg6NGjar1INm/ezO3bt+WYDnnhxo0bBTJRVQZtbW0aNGjA3bt3GThw4G8Xgvh34L9vj/8gX7h79y5r165lwIABzJ49m9mzZzNnzhyVA66QUw2Oj48vsIukJjh+/DhhYWFADjVDE03r/CAsLExlhTImJob9+/ezceNGunbtSs2aNZk2bRrnzp0jPT2dihUrMmHCBPz9/YmIiGD37t307dtXbK+ampry5s2b37q/Ak3h6tWrouKQJmjRogVXrlxR+L+rq6uoNa+Kky10LYKCgtS+RtOmTbl27RqWlpb8+PEDBwcHevXqxadPn0R1mPxCHd87N5QFsW5ubvj5+aGjo8P+/fsVhijr1q1LixYtFJRbhOP5w4cPCseGlpYWmzdvRk9Pj6CgoHwrj6jaV2VQVu1VB319faZMmcK6deuQSqViYvFzQNKiRQtxSHT69OkqL/65XZYLAsEVVx31r3z58gXuAmRmZv7Wyn+vXr2USt6WKlVKPO9mzZrFli1bCvwa169f/+2zFVKpVHRtnjBhgkYSm1euXOHEiRMsXryYYsWKoaenx4EDB6hYsSJv3rxh9OjRcgmpACEp/jnpEDoIkHNMqZpD+f79O+vWrcPX15eFCxfy+fNnKlSowJo1a3j8+DEODg5qkwqZTCZ2h3OfH3p6eri7u2NtbU1mZiYjRozg9OnTCs/X0tKiWbNmLFmyhIsXL9K/f3+sra0pU6YMUqmUGzduMH/+fBo0aECbNm1YtWoVT5480dhXKDf69+9PhQoV+Pz5s9zcGuTMQwgFHUGcRB0aN27M1atX870PxYsXZ9asWUyaNImlS5cyceJEvLy8GDBgAFlZWYwdOxYPDw+NtiX4maSmptKmTZs8C1vq3Knzg/bt23PkyBEMDAw4e/Yso0aNEtc0mUzGt2/f5NZUYcYiNjYWb29vOnfurHS7udelGzdu0LVrV96/f8/ff//NxYsX8zQ47Nmzp9LZTFWQyWQEBQWppRrmF1paWtSrV4+7d+/+tm3+O/EnsfhfCqlUyuHDh7l48SKzZ8/OV/chMzOTzMxMuSHT34mwsDBx0TUzM9PIICk/ENxc1cHJyYnFixeLpnUNGjRg3rx5hISE8PjxY1avXk379u2VDmHXr1//t5/wNWvWFBWSlCUKqlCvXj2F2YU3b96IFzcnJyeVzxUG8IKDg/N8nWLFiuHl5YWLiwva2tqEhIRw5swZnj9/rvG+5kadOnXUDrhLJBKlwWlQUJBYWVu1ahUtW7ZU+vz+/fsTFxcn996E6pYwJPgzqlevLipB3bp1i3fv3uXrPWkScAPMnz+fBw8e5Gvbf//9N1ZWVjg4OBASEgKg9OI+b948atWqxefPn1UqlBSECpUbQhdAHZycnDTWmv8ZWVlZv9XHIiQkhM+fP2NsbIy3t7c44Dp58mS8vLzEz0ngjucXP378IDExMU/X+PwiMDCQ8PBwChcuzLBhw/J8/Llz5zh//jyLFi2SM7grWbIkhw8fxsjIiMDAQLlurQAhscjdsfjy5Qu2trakpaXRuXNnFi5cqPC8jx8/Mn/+fMzMzFizZg3p6ekUL16crVu3cv/+fcaPH6+R2VdycrLYKf75c9TV1WXv3r3069ePzMxM7OzsCAgIULqdu3fvsnjxYhwcHNi/fz8PHjxg4MCBzJo1i7Zt26Ktrc3Tp09ZtWoVbdu2Fdf90NBQBSNJVdDV1RUN1zZv3iz3vD179pCZmUmLFi00cui2trbm0qVLBfZAqFKlivhd6+rqsnPnTkaPHo1MJmPGjBls3rw5z23s2rWL0NBQChUqhJubW54V8rJly/62wlqHDh04fPgw+vr6nD59mtGjR5OZmUl0dLTCPJ8Qw8TGxvL8+XNat26tdtsnTpygT58+xMfH07RpUy5cuKCRI/zff/9NSkoK0dHRGr2Hhw8fUr9+/V9aU39G4cKFadasWb5mqv6T8Cex+F8GmUzGrVu3mDdvHjo6OkyaNCnfF+miRYvyzz//FOgimxfi4+MZNmwYqampdOjQAXt7e7Zt28adO3dYsWJFgQPV3AgNDVVKd/kZjRo1Yt26dYSFhREUFMTs2bOpV69enoGhqakpNWrUyFdVIy9IJBKx4nHu3DmNn2doaIi+vr6cYs/atWvJzs6ma9euamdkhHmRly9favR5aWlpMXbsWLp06UKZMmV4/fq1qOyRH8TGxtK7d2+VFADh81+5cqVccBoZGcmoUaOQSqXY2tqKkrGq9nXmzJn4+fmJbXNDQ0Nx7kLV+502bRp16tQhPT1dpdysKuQOuFUdQ0ZGRoSFhdGpUyfmzZuXr+5Uly5dWLt2rdh5UfZcAwMD0ezRz88PPz8/hcf8jsC9d+/eSh18hWTx5MmTBaoGw++lQkHOYDLkyEp27dpVdEG/ffs2EokEZ2dn5s+fD8Dy5ctZuHAhs2bNYs6cOWJXVR0ePXqUL2dxTSF0K4YNG5anWaG/vz8hISEsWrRIqS+DmZmZuL2tW7dy+PBhuft/pkIJAXx0dDR///03e/bskTsX3759y4wZM6hfvz5bt24lJSUFc3Nz3N3d6dmzJ7a2tvn6DgUalDB8/zN0dHTYtWuXWJEfNWqU6LkjYN++fRw/fpwlS5aI8xRGRkYsWrRIrHK/evWKrVu30r17dwwMDHj37h3btm2je/fu1KxZk6lTp3L+/Pk8VctGjBhBsWLFePv2rZjkpKSksHfvXkDzeRhDQ0OcnJxwdXXV6FjLC1paWqxbt06cJVy4cCFLly5VeS6+fv2aJUuWADlzNJrQxBo1akRSUhK3b9/+5f0FsLCw4NChQ+jp6XHy5EnGjBnDvXv3FKiFQmIRHh4uCjuowtatWxk1ahQ/fvyge/fu+Pv7a9wpjomJwdTUlOPHj7N///481+gLFy5gbW2t0bY1hTA/qa2tLVIK/5vwJ7H4XwKpVMrVq1dxcnIiLCyMadOmYWlpWWClol/hoaqCVCplwoQJvH37looVK7J3714GDRpESkoKISEhdO/enR07duT7RJJKpYSHh+Pl5cWsWbOUaoYrg729PWPGjCkQ5cvGxkalLGNBIXCHL1y4kK9BsIYNG3Lp0iUg54IvqLqo61ZAThAh0KQ0acdLpVKWLFmCo6Mj169fp1OnTqSlpTFlyhQmTZqkUZD8/v17rKysCAsLo0yZMqxYsUKBpmJqaqpgEpiamsqwYcOIi4ujYcOGrFu3Ls9ju3DhwpiYmMh9lurmLCCnzb9582YkEgnnz5/n8uXLeb6n3Ojduzf79+9XMOgTBq4bNWqEjY0NUqmUbdu20bJly3y9hp6envidvX79WuljGjRowD///APAP//8ozCnkpWV9Vuqa0IAaG5uzp49ezh58iRXrlxBX1+fixcvikPH+UVWVtZvSyzi4+PFwE+QZRZooEK3EnKoUIL6zObNm/n+/btIh5w9ezb3799X+RrXrl37rTQIyPGLuHz5MlpaWkyYMEHtY729vXn48CELFixQG2xZW1sza9YsIEdmM7dfxc9UKKGKb2xszOHDh8X/P3v2jPHjx9O4cWM8PDzIyMigRYsW+Pj4EBwcTN++falduzahoaH5er9fvnwB1NMEdXR02LFjBwMHDiQ7O5vRo0fj5+dHamoqc+fOBXKC45/nRMqXL8+QIUNYtmwZxYsXx9bWlsOHD/P69Ws8PT0ZNGgQRYoU4evXrxw4cIBBgwZRrVo1Ro4cia+vr9LuZqFChcSZnA0bNnDt2jVmz55NXFwcVapUyRctrmLFijg4OPy26rREImHRokViZ2rdunXMmjVL9KsQzPeCg4Oxt7cnLS2N9u3bq3Up/xlOTk4cPHhQ5RqUXwgFKj09PQICAli1ahVRUVFyrAkhsXj+/LnKeSOBrTB//nxkMhnjxo3jwIEDGnXNIKcwe+jQIaZMmYKzszNt27Zl/fr1XLx4UWlHKzw8nIoVK8p1CH8HypYty9evX6levfpvp13/O/Ansfgvh0wm4/Lly8yePZt3794xc+ZM+vfvr7GbqLrt/m4l4tWrV3P+/HkMDAw4cOAAJUqUEGXfHBwcaNCgAfb29qxevVptYP3hwwdOnjzJkiVL6N27N1WqVKFZs2ZMmjSJ3bt3ExkZqdH+REZGatz+zo2srCy2bNmicji2oGjVqhWFCxfm8+fP+aLKNGnSRAx8XF1dyc7OpkuXLhgYGDBnzhxWrVqFp6cnt27dUqDPaDpnATmSkDVq1KBJkyaULFkSHx8fFixYgJaWFl5eXnTq1IkXL16ofP6rV6/o3r07b968oWLFipw9exZ7e3ux41G8eHFOnjzJ48eP5ZIKmUzG9OnTefr0KSVLluTAgQMaBcbJycmkpqbKqUPlnrNQhSZNmoizIw4ODvnqKkBOciEkeoKLbXBwMAYGBoSEhNCwYUN8fHyoWLEi79+/p3///owfP15OgUwdhK6AkZGRSh61o6Mj5ubmxMXFMW3aNLlz+XdRjYSKZdeuXbGxsaFt27bUq1dPDGicnZ3zdHFWht+ZWPj4+JCenk6dOnXE7l39+vXR19fn69evchftUaNGiQOYx44dY8uWLcyZM4epU6dy6dIlZs2apfQi/+rVK8LDw/M1hJsXBDnk7t27qy3yeHp6EhERwbx58zT6TufOnUuPHj3IyMhg2LBh4nmQmwrl6enJ7t27Adi5cye1atXi3r17DB06lFatWuHt7Y1UKqVz586cOXOGc+fO0aVLFzHR79KlCydPnszX5yEkFnnRybS1tdm+fTtDhgwhOzubsWPHMnDgQPr27cvo0aNV0u9atmxJ1apVxfcFOclB79692blzJxEREZw4cYJx48ZhampKcnIyJ06cYOzYsVSrVo3+/fvj7u4ul6RPmDABPT09Hj9+TK9evTh06JD4WSqbA1GHypUrExsb+9uUhSBn7Vq/fj0SiYQ9e/bQs2dPkXo8duxYrK2tuXXrFgYGBmzZsiVfQ8LGxsZMmTIFDw8PZs+ezeXLl/NU+csLXbt2xdPTE11dXV68eMHVq1fZuXMnM2fOZPPmzeLxlJycrFQoIS0tjVGjRonnjouLC2vWrMkXJfP69evUq1dPTGIaNmzI6tWr0dfXZ8WKFTx9+lTu8adPn/5l/xtlKFOmDF++fOHz589qjRj/U/EnsfgvhkwmY/v27bx9+5bZs2fTu3dvtRWr/CAzM/OX1AhyV0auXbvGmTNnWL16NQDr169XOVBcs2ZNmjVrJi4O8fHxBAUFsW7dOmxtbalduzZ16tRh+PDhbNiwgatXr5KYmIihoSEtW7Zk8uTJ7N69W6OZkmXLltGkSRN27tyZL5WnPXv28Ndff2ms0qIp9PT0sLCwAMhX9apKlSokJCQQGRnJkSNHgJxBy507dzJx4kT69OmDqakpoaGhbNy4Ue65gkdEcHCw2kRS8MIQPEAgp+3+zz//EBAQQNmyZXnx4gUWTnfF7AABAABJREFUFhbiPuTG48ePsbKyIjo6mho1anDu3DmR7yoE7mXLlhV50Lmxbds2fHx80NHRwcPDQ+PB7zt37lCjRg25/wmLdExMjNrnrlq1CmNjY96/f18gbXLhPZmYmNC2bVvq1q0rbmfJkiWUKVOGGzduiAou3t7eNGvWjCNHjuSZ0Avdj2LFivH06VOlibSenh7bt29HT0+P8+fPy1FfZDLZL2n5CxAq3k2bNpX7/8SJE2nXrh2pqalMmDBB6bCwOvzOxMLT0xPIoa4Iga++vr6ckRhAUlIS8+fPZ8WKFWzZsgWJRMK+ffuYMmUKpqamzJ49mwkTJrBz506F11iyZAkpKSk4OTmxcOFCQkJCfilA/Pbtm3gOqaPU7Nq1i9jYWJycnDQy5IScc3bHjh3Url2b2NhYhg0bRnJyspjUXrx4UZRQnTNnDsbGxlhbW9OpUyfOnDmDRCLB2tqaoKAgfH19lQ7oV61alYYNGzJ37lzmzp3LsWPHSExMZMyYMcyZM4fAwECFz0fZ4LYqaGtr4+bmRuvWrZFKpYSGhvL27ds8n2dnZ0dUVJTS7qyuri4dOnRg7dq1PH36lMDAQGbOnEmNGjXIzMzk8uXLODg4UKtWLbp27crmzZvx8/NTOueUmJiodg5EGbS0tKhcuTJOTk6igeDvwOjRo9m1axdaWloqKcLp6ekFes0aNWqwdOlSnJ2dCQ8PZ9asWRp9D+oguGLr6upy7do1oqOjcXFxoWnTpuI+KpNX//79O3369CEgIECUkZ02bVq+GBuC1PzPiYK2tja9evVi8eLFPH78mI0bNxIbG0t0dDTGxsa/fbYKchKLr1+/8vnz53x5kfyn4I9B3n8ppFIpW7ZsoVy5clhaWv727Qscc02Gv35GQEAAc+bMkVvEBOfhsWPHqtSITk9P5+nTp9y9exd3d3dSU1MVBpMhZxEWKpCNGzemUaNG1K5dWy5YCggIUCoxKSw0PXr04Nq1a2Kb28TEhBEjRjB+/Pg8XUrPnj3LzZs3RW7q74Qgw2pmZsa1a9c0ft7KlSu5desWQUFBVKhQga5duzJ06FC5AcLU1FQWLlwo9/mnpaVRpUoVfvz4IRoPKcPx48dJTk5W6fL9+fNnxo8fL3Y+hg8fzpo1azA0NOTWrVsMGDCAxMREzM3N8fPzkwsg/P39sbOzU2oAFhwcTL9+/cjOzmb16tV50kJyY8mSJUycOFEuyVy7di3Lly9n+PDheaoADRgwgIsXL6KlpcWlS5fy5ely9+5dOnfuTMWKFXny5AmQE9Db2tpy5swZatSoQVBQEEZGRty/f5+pU6eKHOuOHTuyYcMGlZVqweSxQYMGorrZunXrlBYCBFNAExMTQkNDqVChglqHZE0RFxcnSlK+efNGwTMkOjqaVq1akZiYyNy5c/Ok5eWGo6Mjy5Yt+2W61sOHD+nQoQN6enq8ePFCbh8XLlzI5s2bsbOzY+nSpSxYsIDRo0eLUqre3t5MmjSJ7OxsbGxs2L59O7q6uixdupSBAwcqPU9kMhlv377l4sWLPH/+nEKFCjFw4ECV8qyqsG7dOpYuXUr9+vUJCgpSGhy5ubmRnZ3NlClTCjQkHxkZSceOHYmLi8PQ0JC0tDS5+6tWrUrRokW5d+8ekJPMDhw4kBkzZigk6+oQGxvL9evXuXDhAh06dKBdu3acOXOGJ0+e8Ndff9GoUSOSk5Px8fHh+PHjNGrUSOyoCLesrCwyMzORyWRoaWmJpnmVKlUiIiKCgwcPIpFI2Lp1K0OHDlW7P0lJSSxZsoR+/fpprFoWHh4uytgKn0dekEgklCtXjnv37qGrq4u2trZGQe6XL19Yvnw5kydPpnr16hq9Vl7Izs6mevXqKlXiJBIJpqamPH78uMCCC5AzyL9ixQomTJjwy54hp0+fxs7OjqysLAYOHMj27dtJSkoS18SPHz+KRdTIyEhsbGyIiIigSJEiHDp0qEAeG/v376dNmzZ5rvNRUVHs3buX6OhoFixY8C+Zr8rIyGDZsmVkZmaqNVj8T8UfH4v/QUilUr5+/Up0dDQxMTHExMTw8eNHTExM6NatG3Xq1FG6GEmlUjZu3EiVKlXo1KnTv2TfDAwMqF+/PseOHcuXHnZAQAB2dnYKVVfhb2Exl0qlvHr1inv37nH//n3u3bvH06dPlbbPq1SpQqNGjcREwtzcPE+qlyr3alNTU1auXEnv3r1JSUnBy8uLHTt2EBERgZubG9u3b6dXr15MmjSJZs2aKf38rays+Pr1K0uXLuWff/7RmL+pCQRKwZMnT4iOjtaoOh8REcHLly/FStymTZuUHhfCfgYHB4udCkNDQ1q0aEFwcDDBwcFKAyahW6FsWFdA6dKlOXbsGK6urqxatYoDBw5w79497O3tmT17NqmpqbRs2ZIjR44oyE4Kvg4/D6i+f/+e0aNHk52dzeDBg+U0zfNCWloaCQkJCp2rvGYscqNevXro6Ohw9uxZpk2bxpUrVzSuDCclJQHy70kikbBlyxbu379PeHg4zs7OrF+/nkaNGhEUFISbmxurVq3iypUrtGrVirlz5zJp0iSF7kJuudnKlStTv359Tp8+rVRdberUqZw+fZo7d+4wZcoUjh8//lt00YVuRbVq1RSSCsiRE163bh3jxo1jzZo1dOnSRePELDs7+7d0LISh7V69einsY+45C8GXJXcCMHDgQPT19RkzZgy+vr6kp6ezb98+hgwZgoeHh9JzQSKR8PfffzNhwgT279/Pt2/fCAoKwt3dnTJlytC9e/c8k4yMjAyRrmNvb690/Vm3bh3GxsZMnjz5l2boJkyYwKpVqxSSCvj/8zv6+vqMGDGCqVOn5llwUYYyZcrQr18/rl+/jqWlJcWKFWPs2LFkZmZy584dIiIiMDIyEoelq1WrJtI4DQ0NxZ/6+vricX/mzBkiIiKYNm2aKL/s7u7O5MmTyc7OVln8gJy5K2GgWSqVahSA1qhRgxo1auDg4EBMTAxnz57lwIEDPHr0SOVzZDIZHz58UKg2a2lpoaWlhba2tvj7z7fs7Gx8fX0xMTFBS0sLiUSS53OUbVcikaCtrU1iYqJa3wmZTEZMTAwbNmygTZs2FC9enOLFi1O0aNF8dTbLlSuHs7Mzq1evplSpUnTu3JnGjRsXaL3p0aMH7u7ujBo1Cm9vbzFxFKRu9+/fT926dTEwMGDo0KF8+fKFChUq4OvrWyDp+sjISFJSUjRaoypWrMjixYuJiYn5l0ny6+np8ePHj9/SWf6fwH/nXv8XQSaTER8fT0xMDFFRUURHR/PhwwfS09ORSCSUKFGCsmXLijSQ0qVL8+3bN65cuYKHhwdNmjShUaNGxMfH8/37d759+8azZ89o2rSpUufo34mhQ4cyZ84cLC0tMTY2zvPxwuCUuibYtGnT2LdvH48ePRKDr9woUaKE2IV49OgRbm5ulChRIt/7LlB+BgwYQJMmTXBycqJkyZJyVZlChQoxduxYRo8ezcWLF9m2bRvBwcGcOHGCEydO0LhxY+zt7endu7dCQDls2DCCgoKYN28e1apVY8yYMb+FhlayZEmaNWvGrVu3OH/+vFrlIwHbtm1DW1sbqVSKhYWF2mRz3rx5TJ8+nRMnTlC9enVsbGyoUaMGwcHB7Ny5kxcvXqCtrU3dunUpWrQor1694v3796SlpbFw4UK0tbXR1dVFR0cHHR0ddHV1xZu+vj6lSpVi+vTp7Nu3j2fPnomywi1bthSrvj+3spUlFmlpaQwfPpxv375Rv359NmzYkK8g6v79+0pNnjSZsRBQsWJF6tevz82bN3n69Clubm6i2kpeUJUslShRgh07dtCnTx/27duHhYUFPXv2RFdXFwcHB3r37s306dMJCQlhwYIFHDt2jE2bNskFpD87b3fu3FlMiH+GwElv27YtQUFB7Nu377ckFsJ8xc80qNywsbHh7Nmz+Pn5MX78eK5evapxEv6r+5iamipKLv/cuZRKpaJk7/Pnz+nWrZtIjcoNa2tr9PT0sLOzkzNok0gkapP+iIgInj59yooVK9DV1SU7O5tnz54RGBgoJhlWVlZK6aAnTpzg06dPlC1blr59+8rdJ5PJWLlyJaamptjZ2RU4qYCctVqgiamCsbExt2/f/mWOd1hYGKVLl5YbqtbV1aVVq1ZioUkQwjAzM1Np3CpAKpWK57GggqSlpcXevXuZOnUqMplMrSGiiYkJCxcuxMXFBalUKspu54X09HSeP3/Oy5cvNZYiVbbvUqlUI3rg7zZhzQvKkuUiRYqIiUbx4sUpVqwYJUqUkPuf8H/h9z59+hAXF8eXL19YtmwZLVu2pH379vkuFvTq1Yu9e/cyevRojh49SkxMjDgTKcjJC0wIMzMzvL29C0QbkkqlcrLTmuJf6fMFOfTA/HY7/1PwJ7H4F0EmkxEQEMDVq1cpVaoU5cqVo2zZsrRo0YIyZcqoHbQrV64cQ4cOJTs7m4cPHxIYGEiRIkUoVqwYVatWpUWLFgUKtvMLQ0NDOnfujJeXV56utD9+/ODkyZN5BmzJycniRd3IyIj69evTuHFjGjduTMOGDalcubJ4wXRycirQ+3z9+rXIb3VwcKBChQo4OTnx9etXEhISFKqXWlpaWFpaYmlpydOnT9mxYwc+Pj7cu3dPVI0aN24cI0eOFNVRJBIJHTt2pG3btly5coW5c+dSs2ZNxowZU+Bqa2ZmJm/evKFbt24aJxaZmZmkpaWJ0ot5UU50dHSoXr06Tk5O3LhxQwz2IYe2sHz5ctLT07l9+zapqalYWVlRqVIlVq5cSZcuXWjZsiUZGRn8+PFDvP38t6mpKV++fBGHGSHn+Dh48CDZ2dlkZGQglUpFgQCh+v3kyRMxcL927RoREREYGBjQtGlTNmzYgJ6enngTKplGRkYYGRmJbvHGxsYYGxtz5coVpZVL4cKT14wF5Kgd3bt3jxUrVjBp0iRWrVpF7969qVq1ap7PzU2x+xkdOnRg2rRpbN68malTp9KoUSMxeKtatSonT57kwIEDLFiwgIcPH2JhYcGUKVNwcnLCyMhIPL6ExKJChQqkpaWRlZWltMJVrVo1Fi9ejJOTEwsWLJAbjC8ohO9MnTutRCJh3bp13Lhxg4iICBYtWqSRhPWvBMwCAgICSExMpHLlyrRs2ZJv375RokQJ0tPTWbRoEa1atcLX15cvX76opW1YWVlx9OhRhg4dyoULFxg0aBDOzs5s2LCBJUuWKBRcsrKycHNzY9asWeJ5pa2tjZmZGWZmZmRnZ/P8+XMuX76Mh4cHpUuXplu3bjRq1AiZTMa2bdsAGDt2rNw6IpVKcXFxoVatWgwePPiXPx9NJLmTk5N5/fr1LycWR48eVdtFAM1UoQT8bKCopaWFq6srWlpa7N69m2nTppGdna1W5Sh350Imk4kd3J/x4cMHLl68yLlz5wgODpaT9dYEXl5etGjRQkwosrOzxd9/vvn7+xMTE0N6ejrx8fGYmppibW2NkZGR0ufLZDKF7Sm7//nz5yrpx7lRvXp1MjMz+f79u1gYSUhIICEhIV+zEwYGBujo6FC5cmVKlSrF7du3Wbx4Me3ataN8+fJKE5MiRYooLSZYW1uLyYUQN+SGUMScOnVqgWcRgoODRUGS/xTIZDI+ffr02003/134k1j8C5CamsqmTZsoX748CxYsyPeFMjs7m9DQUGJjYylTpgwDBgz4Je5jQSGTybh27RoDBw7kzp07fPz4kU+fPvHp0yc+fvxIbGys+LugKqIJ7OzsGDduHLVq1VLb6itogLFlyxZkMhmWlpaiekSVKlWIjIzkyZMnKi8ikEN/cXNzY9GiRezdu5e9e/cSExPD4sWLWbNmDUOHDmXChAki/1VHR4cuXbrQoUMHUTnGzMwMOzs7jWkzkLO4HTt2DENDQzFYCQ4OJiUlRSXtSyqV4u3tzdu3b8nKyqJjx45qHdUhhxtvZGSEvr4+HTp0oEOHDmRnZ3Po0CESEhJ4+vQpTZs2VZjbEaq2FhYWeXZmdu/eLSYVdevWJSwsjPv375OVlYWHh4eCSdHcuXO5f/8+3bp1Y/HixWzbtg13d3e0tbXZuXMnjRo1Ukhk0tPTxdvnz5/l/k5PTycmJkZpUC8ESYmJiSQlJamVCaxfvz5+fn4sX74cb29vrly5wvTp0zl58mSex6aqjoUAZ2dngoODefToERMnTuTEiRPihVUikTBixAgsLS2ZM2cOx48fZ9OmTfj7+7Nx40Zxm7lpg+bm5gQHB6vsVo0bN45Tp05x7do1goKCyM7OLvCakp2dLXLN1XUsIGfAfNu2bfTt25fdu3djaWmp0jFXwO/oqAjV+LJly7Jw4UJ+/PhBs2bNuHnzJoMGDaJVq1acO3cOLy+vPL1zOnbsiI+PD4MHDyY4OJiMjAwcHR2ZP38+FhYWchr2mzdvpkuXLiqrmdra2tSrV4969eqJQV9gYCCenp78+PGDhw8fYmBgIBcUZ2VlsWjRIpo2bUqfPn1++bP59u2b0iF0ZfhZqji/iI+PJz09Pc95AU1VoSDnuP95TZRIJKIC0I4dO3BwcBBVo36+nrZq1QptbW0FWlTHjh2RSqXcv3+fc+fOceHCBR4/fiz3OsJMY+fOnZk6darK654wt9C1a1eNzjMfHx+0tLSYOHEihQsXxsjIiM2bN3PlyhVKlixJ165dqVatWp7bUYbs7Gzc3d1FrxBV+3rz5k1xX7OysoiLi+P79+9yt9z/+/btm/i/b9++ERcXR1ZWlkhr+9mXQ51Ph5aWFkWLFlXaASlatCgGBgYqkzqJRMKSJUvo379/vte0pKQkrl+/nqfh578b379/JyMj41/eFflX4U9i8Zvx5s0btm7dyoABA6hdu3a+n69s8NnU1FSslv4uZGZmyiUGuX8Xkofo6GgSEhLYtWuXRtvU1dXVSGKwTZs2Gg13FUQKNjY2Fi8vLyBHGUmAmZmZRomFgFKlSjFnzhxmzJjBsWPH2LZtG2FhYezZs4c9e/ZgaWmJvb29aDKnq6uLlZUVnTp1YteuXUycOFEcTmzdurXcXEFWVhYRERE8f/6cd+/e8eHDB0qXLs3SpUsxNjZm586dFClShISEBE6dOkXNmjWJiori06dPfP/+neTkZFJSUpDJZFSoUEF0AddkQDYhIUHhoqytrU27du1EWVRlwWJgYKBKl2sBMpmM9evXi34AEyZMYOXKlQQFBTFu3DgeP35Mhw4d2LJlixiMZWdn8+rVKyBnMQ0ODmbBggVAjlxgQY2Hbt++zc6dOxUc2AVvi8TERD5+/Kg2sdDV1RUvkhs2bKBly5aEhIRw4MABtVQLUD5jkRt6enrs2bOH9u3bc/XqVbZs2SJ3vEIOP93d3Z2BAwfi6OhIZGQkffr0ET0TctMp2rVrh6enp8rEQktLS1TS+fTpE9u2bdPY7+VnPH/+nOTkZAoXLqzRGtexY0fGjx/Prl27mDJlCqGhoUrnMgT8asciIiKC0NBQtLS0KF++PKtWrSIlJUWcWRH2uUWLFnh5eYnKUOrQpk0b/Pz8sLGx4caNG6xcuZKDBw/i7++Po6MjU6dO5ePHjyQmJmqsFvdzkiEY91WqVIkdO3bQrVs3zM3NcXZ2pmPHjr/slREVFYWbmxuenp5K5yqUwdvbmxYtWmisxPYzDhw4oNHnIQS9BelYCJBIJKxcuRIdHR3c3NxwdHTk0aNHXL58WeX11NjYmBkzZuDg4ICzszNv376VC2AlEglNmjSha9euWFpaYmZmhkQi4ePHj0oVoXLjZ4NPVYiKihKPqdxMBgcHB9atW0f37t25fv063t7etG3blhYtWuSraHX37l2ltGPh/SnbVx0dHUqVKqU00YuLi+Pdu3e8e/eO9+/fk5KSgq6uLhUqVKBcuXIUK1YMHR0dEhIS+PbtG9++fePo0aPUqVNHTExyJyXJyclIpVIxYckvhBmR0NBQ2rZtm6/nHjlyBDs7u/+Rwq06CP4dBT3v/qfxJ7H4RUilUj58+MCLFy948eIFHz9+ZPr06QoDqppA1eDzx48fsbOzUzANU4bMzEw+f/5MbGysmCQoSxw01cyHnACrbNmylCtXjjJlyoi/C7Mhwt+FCxfG3Nycjx8/qp2zmDBhAhcvXsTBwUFlYKLMlEgT7Nixgx8/ftC0aVO5QLhevXqcPHlSQYc6LxgYGGBra8vQoUO5evUq27dv5/z58+KtTp06TJo0CXNzc44fP058fDyVK1cWHc+fPXvGhg0bSExMRCaToa2tjb6+PmXKlKFy5cpiezj3kLG9vT1Xrlzh4sWLuLm5MWzYMEqXLk3t2rXFNnKxYsXQ09PDwcGBrKws2rdvL2rwq4OyxAJy6DknT54kKChIKdf0w4cPagMbmUzG4sWL2bRpEwCzZ89m7ty5SCQSLCwsuHbtGmPGjOHGjRtix6ply5Y4OzuLF31PT08OHjyIVCpl4MCBGrvXKkPRokVVSn6ampqSmJjIhw8f8lS40dPT4/v371SpUoV58+axYMECFixYgKWlpVpJ47w6FpBDPVi1ahXTpk1j6dKltGvXTinX38rKitatW7N06VL27NkjOrMnJycjk8mQSCT89ddfJCQkKJViFFC5cmUWL14sqi516dKlQIOOAg2qUaNGGl+QFy9eTFBQEOHh4Tg4OODh4aGQQEilUtLT05FKpcTFxaGrq4uenh46Ojr56mIIviiVKlVi0qRJQM481c8KdwKN6969e2RmZuYZrDVr1oyAgAD69u3L3bt3GThwIMePHychIQE3NzfS0tL4f+ydd1QU6fa1nyYJiAED5siAiiKOWQyYRcGcc86KIgiimDCiKGLChDlixgQoJmZQMSGYEQVFEVFAguTu7w9W10foBDq/O3Pv7LVYKF1dVV1d9b7vOWefvVeuXFmswOjDhw+CCty+ffsQiURcv36d7du3M3z4cKVVHkV49eoVHh4eeHt7C8GomZkZ79+/JzExUeFY7e/vT9OmTZk4cSLz5s0rkrSmWCzmzZs3TJs2TeF2EomkSFQoRc7sIpGIFStWoK6ujoeHh9DAnxcxMTGMGTOG4cOHEx0dzZ07d/IF6To6Ovz222/MmDGDrl27FvrMYrGYmTNnkpqaSq1atcjKysoXuGhoaLB3716VE4FbtmzBxsamED1aT0+PadOmsXPnTlxcXFBTU8Pf35+1a9dSr149unXrVsgMsCBCQkIYPHgwmZmZNG7cmLi4uHymc3nFTJTB39+f+/fvU7FiRerWrYuZmRn9+vVT6gqfmJhIUlKS0G9XEBkZGYWqI3n//+jRI/7880+l51fU6prUY+dnFaz+Cki/o4JGq/8U/Cs3+xM4e/Ysd+7coXr16tSpUwdDQ0OqVKlSrFJ+Tk4OpqamcnmvIpGISpUqcfjw4UKBQ96fuLg4lY3tNDQ0qFy5Mrq6umRkZFC2bFmh7Kijo0NmZibz58+nSZMmKk+W8mRepWjcuHG+8rK1tTX29vaFGhmli5CiKAElJSXRqFEjkpKSOHz4MNbW1sJrly9fZsSIETRs2FClQUoRIiIi2LFjB0eOHBGyWzo6OgwaNAhnZ2eZC04p31VVlYcbN27Qv39/KlWqxIsXL2TeUx8+fKBp06ZkZWVx+fJlleQTL126RFpaWiGt7jdv3tC8eXO0tLR49+5doeDjwYMHBAQEyKyK5OTkYG9vLzgtr1y5UuYkkp2dzapVq3B3d1d6nnv27Pkp46HDhw9z584ddHR08imrSA3rPnz4QLdu3WjUqFEhRZacnByhyfzLly/o6elRqlQpNDQ02LdvH58+fcLMzIzp06ejra0t9Hno6uqip6dHyZIlWbZsGSdPnmTJkiWCL4AsSCQSQfPe0NCQW7duKRRKCA4OZtq0aYJRW7du3VixYgVZWVkcOnSIihUrUq1aNSQSSb4+Fum/U1JS8PT0JCYmhurVqzNr1iyl41XB8eTEiRM8evSIzp07071793yvSTPhYrGYzMxMsrKyyMrKIjs7m0+fPuHj4yNw2o2NjfN9L2pqaoIwACB8F3k/h/Rc8p5T3tfEYjFHjx4lLS2NgwcPKlwwicViISC7efOmXG+dgnj69Cn9+vXj69evmJiYcObMGTZs2MDw4cOLJEmcFwsXLmT79u107tyZM2fOCJ9/w4YNfP78mYkTJ9KwYcMi7fPRo0ds3LiRS5cuCderQ4cO2NraComEsWPHAvmvp3SsX7x4MdevXxe47SVLlmT69OnMmjVL6DVThPPnz5OSkiKYTcpDYmKiICP6+fNnpTLDu3fvFgQ+5CE7O5vatWur3ABtZGSUryqxdu1aLCwsZFZbdu7ciaOjIzo6Oty6dQtDQ0OCgoJ4+/YtDg4OZGRk4OPjo1JTuFgsxsnJSfB4koXXr19z/vx5li1bhoaGBhKJhMePH3PhwgU0NDTo3r07RkZGheboV69e0atXL759+0abNm04ffo0JUqUwNLSkvv37zN79myWLVumcnLg2LFjdOvWTaUes7y4d+8eb9++LbbvU2BgoExhioK4cOGCyhWLnJwc1qxZw6JFi1S6l/+vceDAAS5duoS3t/d/+lSKhX8rFsVEREQEISEhLFy48Jc0GyprppM286iSuVJXVxcqCZUqVSpUXZBWGMqVK8eRI0cIDw/Hzs6uUJUlOjoaNzc3JBKJyhNmnz59sLCw4NatW4VeW7FiBbNnzyYkJIQNGzZw4cIFLl68yMWLF+nSpQt2dnbC4jgoKEhpw19B7N+/n6SkJIyNjQsNYtKsxOvXrxVmvOThwYMHlC1blt9++w1DQ0PWr1/PokWLOHjwILt27SI6OppDhw5x4sQJBg0aJHhRSCESiYokHWdubo6enh6xsbGEhITIvP7u7u5kZWXRoUMHlTXZk5OTZVbTDA0NqV69OtHR0dy9e7cQpaZ58+acPHmSyMjIfP4KWVlZTJ8+nVOnTiESifDw8JAbWGpoaLB06VJatWrF8OHD5QbAIpGIpUuX0r9//2KXqHV0dOjSpQtWVlaCCou0ufHLly98+PCBBg0aCHK20tekPhwdO3ZEXV0dDQ0NYZGcmZlJrVq1mDZtGk+ePOHNmzeYmpqSkJBATEwM6enpZGRk5DOcunnzphDsF1zoS6sLZcqUoWTJkkRERNCjRw969eolKG1Jm9XFYjFZWVkkJSXRqlUrIbC4evUqN2/eFBZF9+7dw8zMLN+CXfoj/f/atWuZOXMm0dHRhIWFMXz48EJjmKIxTZr5t7CwEI4lxevXr4mKiqJ///5Ck32JEiWEH6lR4OPHj9m6datcWeji4uLFi3h5eaGrq0vPnj0VbqumpkaLFi24du0aO3bsYOTIkQL/XhEaNWrEpUuX6Nu3L8+fP6dt27Y4ODgUO6hISkoSMuvSCgvkjuMODg6Cus6CBQuUNqhKJBJu377Nxo0b843BVlZW2Nra5vO16dOnDwcOHGD+/Pn5sr15s9i2trbcunULFxcXHj16hJubG7t372bu3LlMmTJFoez37du3cXZ2Vvr5pdXzUqVKqeRdkpWVpdRl/M6dOyoFFZMnT2b69OmF+r6WL1/OggULCs0jL168EJzlXVxchIpn+/btad++PaGhoXh5ebFz506VAos3b94ozUobGxvTvn17PDw8mDdvHiKRSJBf//z5M+fPn+fkyZO0bduWtm3boqmpKdAmv337xu+//86JEycERTbp8WrXrl2k8bVs2bLEx8cXKbB4//493t7eP1V9Njc3p2rVqnKZENIeEVXnQICAgADat2//twwqIDdp+E/tr4B/A4tiITMzkx07djBr1qxfElSA6mW8smXLUqdOnUJBQt4gokKFCkqzkGKxGDc3N7S1tVmyZInMRW/16tVZunQpq1ev5uvXr4Wyk7KQlJQkUCVcXV0pX748Bw8e5Pbt2zx69AiAJk2acOjQIV6+fMnGjRs5ffo0AQEBBAQE0KZNG+bNm8eXL1+KtOjIyMgQFFVmz55d6PPXqFFD6Ft4+fKlUklDyJUXPHHiBCEhIdSuXZsvX75QqlQpbGxs0NXVpWzZstjY2DB9+nSGDBlCSkoK9+/f5+jRoxw9epT27dszY8YMevToUeQqVokSJejcuTM+Pj74+voWWrRIAxlQrbdCipSUFJkDlkgkwsLCgiNHjshtAp4wYQL79+9n2bJlQG52ety4cfj5+aGhocGuXbsEnrgilCxZUmFV7Wc4s1I0b96cEydOyFyASBcRKSkphe6x8PBwfvz4IbfZtFGjRjx//pxNmzZx9OhR7t69K5MKEBQURHh4OKNGjcrnVl4Q2dnZZGZmYmVlxfDhw3n27BmjR4/GwsJCaFRPTk7mzJkzjB49mvLly5OVlcWxY8dQV1enZcuW3Llzh0uXLvH582d+//13ypUrl28BKQuZmZlMnjyZEydOMHXqVJWeB8jtg5Eqao0ZM6YQFaNWrVps375dLr1g3rx5XL16lfv37zN9+nR8fHx+SbO2FNJnomnTpkqpTT4+PkJ/xfHjxzl+/LjK/Wz16tXj8uXLdO/ena9fv7J9+3YsLS2LZZZ15MgRkpOTMTY2lvncVaxYEVtbW9asWcPq1atlVrTEYjEXL15k06ZNwjiroaHB4MGDmTt3rlzjyz59+tCiRQuBknrhwoV8wZVIJKJjx45YWFhw6dIlVq1axYsXL1i+fDmenp7Y29szduzYQs+ZLIlZeSgKDQqUBxYSiURIEChDq1atCgUVgMwAJyMjgylTppCenk7Xrl2ZNGlSoW2mTJmCl5cXly9fLpSEkYUHDx6o1KfUunVr4uLiOHr0aL4KUOXKlZk6dSrp6ekEBAQIc+727duJiYmhQYMGnD59Ot8YVVBVTlWUKVOmSCItT58+5cCBA8yePVul+0Ae1NXVWbt2rSCxLKu6pmo/C+TSgR88eMDq1auLfU5/NSIiImjWrNl/+jSKjV83ov+PIDMzk23bttGtW7dfGu0q4mvnxaFDh7hx4wbHjh3D3d0dR0dHxowZQ/fu3TEzM8PAwEDpRJ2eno6TkxOGhobMnj1bYSZdX18fFxcXLl26JJeznhenTp3ix48f1K9fnylTpjBo0CDhAT5//rxgvARQv359du3axcOHDxk3bhxaWlrcuXOHwYMHc+XKFXx8fFQ6JuTSMz5//kyVKlVkLuREIpGw2FGlzyI6Opq5c+eir6/PypUrmTNnDitXrqRt27YsWLCA06dPC9s+evSIFi1acPXqVa5evSpk2gMDAxk+fDjNmzdn165dRdYll/Y0SDn1ebFp0yaysrJo164dbdu2VXmfaWlpclWdpL4o8iblevXqCZr8ycnJDBkyBD8/P7S1tTly5IhKQQX8f26rMvyMIk2tWrXk9hFJAytZkrMVKlQgKipK4b4dHR2pU6cOnz59wsXFReY2qvRYQO7iT1dXF0tLS4EytWbNGvT09GjSpAktW7bkwYMHDB06lNatW2NkZCRwvnNycrh48SLu7u6ULl2ahw8fsn//fmxtbZUqHQ0aNIg+ffqQnZ3NtGnTyMjIULi9FNKkgZGRkczFQqVKlRTe5xoaGuzcuRNdXV3++OMPIRnwKyCVBgWUytpK+9kKNrVK+9mkctWKkJOTQ+fOnalVqxZRUVFYWVnlG99UQU5ODjt27ABg2rRpcsfu2rVrM27cOJYuXZqvHyAzM5PDhw/TqlUrxowZw6NHj9DR0WHKlCk8evQIT09PuUGFFHnHgzZt2shcoIlEIqytrfnjjz/YuXOnkGhxcHCgWbNmHD58ON95nThxQmVj1V8VWEjpb23btmXDhg0q7UvRvKuurp6vQXv16tWEhYVRvnx5tm3bJjOpWK9ePTp37oxEIhGMDhXh7du3KlcArK2tiY2N5fr164Ve09bWxsrKivnz57N7924+fPhAuXLlcHV1LfScFvTBURXSioUqCAwM5NixY9jZ2f1UUCGFtLpWsGJXtWpVlXpP8+LYsWNMmDDhb9ewnRefPn365dXc/0v8G1ioCKn0qpOTEw0aNKBVq1akpaWprK6hDFKOtzJ4eXnx5cuXYh1DLBYTEhKCo6Mj/fr1Y+DAgSpVXHR0dGjatKnMBW5eSCQSgWef18CpUaNG9OjRA7FYLDT35kXt2rXZtGkTISEhTJ8+HU1NTWJjYxkzZgzm5uacOHFCoaGQWCxmy5YtQG7js7xslpSaFBYWVui1qKgoXFxcsLe35/Tp0xgYGFCyZEn69OkjlPtFIhHt27fH1dWV79+/Y2try9q1azl8+LBAYWjRogX79u0jJCQEGxsbSpcuLXBvGzZsyJIlS/jw4YPC6yiF1IU7NDQ03yL448ePgpxmUaoVkJt1k0c3kJbuQ0ND5UoTTp06lV27dtGvXz8CAwPR09Pj1KlTheRpC+Lbt28cOHCAfv36YWdnp9K5qhpsy4OU218Qity3W7ZsSUJCAnfv3pW7Xx0dHcGAcc+ePTK3lQYWilSnCmLBggU0a9aM79+/M2XKFHJycnjz5g3fv3/PV7nJm4kXi8WMHz+ee/fu0bt3b7KzswkLC8PKyophw4axdOlSIYOdFyKRiI0bN1KhQgWeP3+ukOOdF9LAQp7MrJqaGtra2goVc+rWrSskG1xcXHj+/LlKx1aGo0ePIhaLqV27tsIssCIjT+nfnJycFKrSpaSksGXLFpYvX86VK1cwNjYmOjoaKysrXr58qfI5X7lyhaioKMqWLavUn6Jp06b06NEDFxcXUlNT8fT0pGnTpsyaNYvw8HDKlCmDvb09YWFhrFu3TmWn7LyJJWVKR+rq6gwdOpTg4GA2btxIlSpViI6OZtasWbRp04Zz587x7ds30tPTVZZHLYoiFBQOLD5//szKlStp1KgRNjY2PH/+XPC2kQeRSES1atUU0mfat2/PqVOnAPjjjz8ECqCHh4fCsUnarH7o0CGlyaSEhASVvyeRSMS4ceO4ceOGzDksMTERS0tL3r59S/Xq1fH39xe8iQICAoTkgbRioey7Lgh9fX2VAotz584RFBTEvHnzfolprBR9+vQhLCyMCxcusGfPHi5cuEBoaGiRgoqXL1+ira2tNNj+TyIjIwOxWPyPVYSCfwMLlRAZGcmUKVO4c+cO06dPJzw8HAcHB5YtW4aTk5OgZFMcSBfbffr0UboPNTU1zp07R8uWLTl8+LDKTdr79u1j3rx5ODk58eeffzJnzhyl0qEFYWVlxcWLFzl37pwgwVkQISEhhIWFUaJEiUKTpNT47NixY3J7SaTc3q1bt9K5c2dKly7Ny5cvmTp1Ks2bN2f//v3C4JiQkMDu3bt59uwZly5dIjw8nNKlSwvNiLIgrVjkHZQfPXrEggUL2Lt3LwMGDGDRokVkZ2fj4OAgd/LQ0dERZFAbNmyIm5tboaxMjRo1hEXT+vXrqVu3Lt+/f2fz5s00adKE8ePHC4s0eahYsaKwgJM600JutSIzM5O2bdsWmSqUkZEhd7CvVKmS4Ptx+/ZtmdtoaGhw8eJFHj58iL6+Pj4+PrRr107mtvHx8Rw8eJABAwZgbGzMnDlzuHnzJmKxWClNpUSJEipPuPJQpkwZmVUJRYEF5C7wpYaD8mBhYcGoUaOAXDf5ghl/VSsWeaGpqcmePXvQ09Pjzp07uLu7s2PHDqZOnZovAZB3ISjNOlapUoVDhw5x6NAhKleuTHx8PL6+vkRFRbFr1y6ZCZAKFSoIjfSbNm1Sej/C/3fcVmSMZ2hoKDOYyYuxY8fSo0cPMjMzmTJlisoVE3kQi8UCDcrY2DhfRbEgVOlnk1Lx5B1rxYoVjBkzhipVqlC1alUuXryIiYkJnz9/xtraWubCTxakFZvx48er5EreokUL3rx5g5GREU5OTkRHR1O5cmVWrFhBWFgYzs7ORTb6yttvpmoWW0tLiwkTJvDo0SNWrFhBuXLlCA8PZ9y4cbRr147KlSurPD8VxcMCcumD2trahISEMGXKFExNTXFzc+Pbt2/UqFGDFStW8Pz5czw9PWUmzlSlz3Tu3JkHDx6QmJjItGnTkEgkjB49Op8oiCx07doVQ0NDkpKSOH78uMJt1dTUlPaL5IW6ujozZ87kwIED+dy/U1NTsbKy4vHjxxgYGBAQEECzZs2YNGkSq1atomTJkri5uXHkyBEh2VIcKpSiwEIsFrNr1y6+fPnC1KlTi9RTqCrU1dVp3749gwYNon379kWqOuTk5HDy5EkmTJjwy8/rV+Lz58/AX+/s/Vfi38BCCb58+cLmzZuxtLTky5cveHh4ULFiRUHJwdXVFXV1dZycnLC3t8fW1hYHBweWL1/Oxo0b2bdvH5cvX+bZs2eFAof4+HiGDx/O0qVLycnJYciQIezatauQ06mOjg4HDx7k+vXrNG7cmMTERGbNmkW/fv1UcsQMCwsTznXmzJkyOaXKUKFCBZydncnKymLp0qU4ODgIiycp9u/fD+S6ZRZcaLdu3Zo2bdqQlZXFtm3bFB5rwIAB1KhRg8ePH7N48WLKly9PZGQkc+fOpVGjRvTu3ZuVK1dSq1YtfHx8BArJxIkTFS7kpA/sw4cP2bRpE/PmzePGjRvMnDmT5cuX06hRI/T19Rk6dCju7u44ODjI3deePXsYOXIkvXv3Vjgx6OnpMXnyZB48eMCxY8fo0KEDOTk5nD17lm7dutG1a1fOnDkjtyJTkA716dMnDhw4ABS9WgG5WSpFWSSpx4es5vuoqCh69uzJ169f0dHR4eLFi4V6PxISEjh06BADBw7E2NgYGxsbrl+/Tk5ODmZmZixbtoyQkBC8vLyEpmJZyMjIoH379pw8ebLIn1GK9PR0mVln6YAtzawWhJ6eHhkZGaSmpirc/4oVKzAwMOD169ds3Lgx32vFCSwA6tSpI9B4Vq9ejZaWViHeft6grODioHfv3ty7d0+YPM+dO4evry/Tp0+XudDr3bs3Q4YMQSwWM336dIXOwjk5OULAoMgYz8TERGlgIRKJ2Lx5M+XLl+fp06esWbNG4fbKEBgYSFRUFKVLl2bXrl2EhYVx6dIlmduqSrGbPn06q1ev5smTJ/mu3bZt2/j999/z9bEYGBhw8eJFzMzM+Pr1K7179+bx48cK9x8SEkJQUBAaGhoy+fp58enTJ5ydnTE1NeXy5cv8+PEDAwMDodI7e/bsIt9rUii6n5RBR0dHEORYsGABenp6xMTE4OLiIvgvKENRqFDZ2dk8f/6cwYMH07FjR7y9vcnKyqJNmzYcOHCAx48fM3v2bMqWLSvQZwoGbKrSZ0qXLk2FChWYPn060dHR1KlTR6X7VE1NTVAz3LVrl9yE4cePHylfvrzS/RWEjo4OM2bMwN3dne/fv5Oenk6/fv0ICgqibNmy+Pv755PR1tLSokePHri6utKhQwciIyOF4xdFFFRHR0fh+PDy5UvevHnD0KFDf1nv6a/ElStX6NatW5GqyP8JSKVmiyLt/HfDv4GFAnz9+hVXV1emTZtG165dWbx4MStXrqRnz57CwrlEiRIMHz4cV1dX3Nzc2LhxI4sXL2b8+PF06dKF2rVrk5qayo0bN3B0dMTBwYGdO3dy9uxZ2rdvL3DUXV1dqVSpElFRUXh4eHD69Glh4aijo4O1tTVNmjTh+vXruLi4oK2tza1btzA3N2fz5s1yF6aRkZFUqlSpSIY68lC1alUGDx6Mq6sro0ePZunSpcJElJycLJSNx40bJ/P9UgrM/v37FWY+NDU1GTx4MCtXrmT06NGEhoayatUq9PT0iIuLIzAwkHPnzhEWFkbTpk2Ji4tDQ0ODmJgY7OzssLe3x97ennnz5gkOs2FhYSQkJKCurk5aWhpGRkYsWrQIOzs7mVxGZQNjXFyc0gbZvFBTU6Nnz574+PgQGBjIiBEj0NLS4sGDB0yYMIEmTZrg4eFBYmJivvdJKUbXr1/nyJEjODg4kJmZibm5ebEam5UFFvL6LF6/fk3Pnj159+4dtWrVYvLkycKCIDExkSNHjjB48GCMjIyYPXs2AQEBZGdnY2pqypIlS3j06BG3bt1i7ty51K5dWy5ntlq1aqxfv57mzZuTlJTE5MmTmThxYqHrogxBQUEYGBjIDKLLlCkjXIO8mu55UbduXZ48eaLwGPr6+gKFaOPGjUJfg9QZXHqsomLYsGH069dPaMgtGMDnfZZlPfdlypRh48aNXL58GWNjYxITEzl37hx9+vSRWcFZt24dVapU4c2bN3J7RgCeP38uGOMp8r8wNDSUeZyCqFSpkkAp8/DwkFshUAXSasWgQYMoW7Ysc+bMEXwhZB1XFURHR7Nu3TosLCwwNTXF0dGRDRs2kJiYKLOPq1y5cpw/f54WLVqQmJhI3759FVLqPD09AejXr5/c7GRERAQ2NjY0adKErVu3kpKSQqNGjdi+fTs9e/Zk3LhxKikpKYJIJBIyv0UNLKQoXbo0CxYsYM2aNXTt2hVtbW3u3LmDlZUVAwcOFFTSZEEVKlRiYiJbtmyhSZMmXLlyhXv37qGpqcmQIUO4ceMGV65coW/fvoWy5H369BGUnQYPHlxk+oyOjg5XrlxBXV2dXbt2KZSCzosRI0ZQqlQpXr9+zY0bN2RuExwcXCwTXYDy5cszZswYli5dSvfu3bl27RolS5bE19cXMzMzme+R9hlK6V9fv35l5cqVXL16VS4LQYr09HSuXbumkFVhYmKCsbExAQEBxfpMfyXi4+N5+vQp3bp1+0+filLExMSgoaHxt+4BUYZ/Aws5+PbtG2vWrGHy5MlF4nqLRCJKlSpFzZo1MTMzo1OnTgwePJhZs2axfv16nJycePHiBRMnTuTjx4+ULVsWe3t7nj17Jrjqfv78GX9/f7S1tdHT0yM+Pl4orWtoaGBjY8OdO3fo0KEDaWlpLFmyhC5dushcCAUGBsodaH4GpqamWFtbCwuR06dPk5qairGxsVyaVZcuXWjcuDGpqalK3bzbtWvH9OnTWblyJY8ePSIyMpKtW7fi4eFB7dq1+fbtGytWrBAUMgYPHsyOHTvYsGEDbm5uwk9KSgq2trbs2bOH8ePHC9xKNTW1YmWLpKhQoUKRuNR5YWpqyvbt2wkLC8PR0ZEKFSoQHR3N0qVLMTExwd7eXmhwjoiIQF1dnaysLGbOnMnFixcBBMfvoiIrK0vhQkSqCBMZGYmnpyeBgYE8fPiQnj178unTJ+rVq8eVK1eYPn06bm5uDBo0CCMjI2bOnMnVq1fJzs6mUaNGLF68mIcPHxIYGMi8efNkLvClnNnTp08Ln8Xf35/Jkyfj6+vLggULUFdX5/Tp07Rt21ZmFUUenj17JjerLpUnBNkN3JBbKVIl2yp9ZrOyspgzZw5isThfQ3BxsmMikQhjY2MqVqzI+/fvmT9/fr7X8/ZjKVoImpubExgYiIODAxoaGgQGBtK6dWt2796db4FQtmxZoUdpx44dcmlwUqpUs2bNFE56BgYGCjObedG7d29GjhyJRCJh2rRphYIoVZCQkMCFCxcABKnjsmXLyuSQZ2ZmcuzYMYX7E4lEVKlSha1bt2JlZYWOjg7R0dHs3LmTFStWsHfvXmbMmMGFCxcKVbXKli3LmTNnMDc3JykpiYEDB8oMcD5//iz4VciS4nzy5Anjxo2jefPmHDx4UEgmnDp1SkhM1KlThwcPHqh2kZSguLz7gggLC2PXrl08evSICRMmoKGhQUBAAB07dmTMmDGFxsycnBzCw8OB3MVfwQrjmzdvmD9/Pg0bNmTx4sVER0ejra3NvHnzCA0NZdeuXTJNJfNC+oy0atWqSPSZ6OhoIfC1tbVVWKUriFKlSglzk7Q5vyBCQ0MLsROKgpo1axIZGUlgYCDq6uqMHz+eMmXKKK1CSL9rY2NjVq9eTZkyZXB3d+fgwYOFqnkfP35k3759bNq0ibJlyypMPECucuCzZ8949uxZsT/XX4EjR44wefLkX6pA91chKirqH91fAf8GFjIRHx/P6tWrmTRpklLd8KIgISGB6dOns3//fsRiMQMGDODKlSv89ttvzJs3j2bNmmFqasro0aNZvXo179+/FxR/Ci6q6tSpw/nz59m6dStlypThyZMndO7cmWXLluXjU0dERBTLXVcVdOnSBWNjYzw8PGQ2bReESCQSei127typtLHN2NiY5cuXc+DAAerWrUu/fv0YO3YsDx48YNeuXdSuXVvI2J49exYnJ6d83Gk1NTXs7Oxwd3fHw8OD3377TWafRXFgbW39UzQdyM2cOjk58fTpU7Zs2YKJiQk/fvxgz549tGjRQpiMZdF5XF1dVVKuKQgpP1kebty4IUy8Tk5O9O7dm65du/Lt2zdMTU2ZPHkytra2NG7cmD/++INr166RlZVF1apV6devH+7u7qxZs4ZOnTqRk5NDTEwMKSkpcjNd6urqdOnSRWj0fPXqFZAbQC9YsAA/Pz8hA963b18WLlyoNLsG8OPHD4XNm8r6LDIyMgopBsmCSCRiw4YNlCpViuDgYLy8vITFccmSJYuVdYqKiuL79+8cOHAANTU1Tpw4UeheU3UhWKJECRYuXEhgYCC1atUiOTmZ+fPnY2lpmU85qmvXrkKlcebMmTI/u7S/QtkCSyQSoaurq7KwxZo1a6hZsybv37/HyclJpffkhbe3NxkZGTRq1EhIoohEInR0dDh9+rRwjRITExk4cCBHjx4Vxih5/h2urq6MGjWKI0eOEBERwd69ezE0NKRs2bIkJCRw/PhxRo8ejaGhIcOHD+fw4cP5/BhOnTpFx44dSU1NZfDgwUIWNycnh8DAQOzs7MjKyqJVq1YCnVAqEDJw4EAsLCw4d+4cEomEHj164Ofnx+XLl+natatwjv369ePs2bNFvl6yIK2CKRLJUAXZ2dmUK1eOqlWrsnHjRkHRTCQS4ePjg7m5OdOnTycyMhIfHx9MTU2FsdjNzQ1TU1N8fHy4efMmQ4cOpXnz5uzevZvU1FRMTEzYvHmzIM+rai+JdLxQpZfh6NGj2NrasmPHDiZOnMj379/R19eXKz+tCFOmTEEkEnH16tVCSnjZ2dnExcVx+PBhrl27VuR9SyQS7OzsOH/+PBoaGhw9epQpU6YQEBCAg4MDR48elSvyklduVktLi27durF27Vq6du3K2bNn2bhxI1evXmXdunVcuXIFKysroRKlzP9JTU0Ne3t7zp8/z5kzZ3j37l2R6FZ/BYKCgihXrlyxKOD/CTx58uQvSQb/X+JfHwsZ8PDwYOLEiT+VTSiI+/fvM378eKKjoylRogSurq7CIlxWOVRdXR1NTU0sLCzw8/Pjxo0b2NjY5NtGJBIxatQounXrhqOjI+fOnWPTpk34+PiwadMmOnToQLVq1Xjy5IlSPe3iYtSoUdja2vLkyRO0tLQYPny4wu379OmDoaEhERER7N+/X6ZDc14cOnSIrl278ujRIx48eEDz5s3R0NBgyJAhXL16lcjISMqWLUtiYiKenp54eXkxYsQIgXJTEKampnh7e6skOasIDRs2xMvLi6ysrJ+mmWlrazN69GhGjRrF7du32b59O35+fgrpA5C78LeysirS4lVqkiYLUgnOghOB9P8vXrzA3t5e+Hu9evXQ0NBgwoQJ1KpVi/T0dNLS0nj37h3p6enC/9PT08nMzJTpBC01ipNmFdevX8+tW7fQ0NBAS0sLTU1NRo4cib+/P3fv3mX79u1cuHABe3t7TE1NBVfsUqVKoaurK2Sk0tLSih1YpKens3PnThYtWqTSNa1WrRpLlixh/vz5LF++XKDWaWpqEhgYqJLpWl5s27aNqVOnYmhoyPz583F1dcXOzo4WLVoI97Smpibp6ekqLwQbNGhAUFAQAwYM4OnTpwQHBwsuzHZ2dpQoUYIVK1Zw/fp13r9/j7OzcyEFN2nFQlHjthS//fYbDx48UImuV7p0aXbs2IGVlRVHjhzB0tJSJaddyL03pT1HY8aMyXdv29nZcf36dezs7BgyZAi2tra8efMGPT099u7dS3p6OgsWLMh3D+Q1h5NCV1eX4OBgQYXp3r17XLp0iYsXL/L+/XuuXLnClStXUFNTo3Xr1vTq1Qtra2uOHz/O2LFj8fPzY/jw4cyYMQNvb+98x5O6KmtqauLu7i5cY3V1dQYOHMicOXPkOm7Xrl0bsVhMXFzcT/OxpWPYz1YsClKRateuzc6dO5k7dy6rVq3i4sWLHDt2DG9vb5kJk0+fPuUz2BSJRPTo0YPp06fnq9KqqamxcOFCXF1dlWahpcIAqlDGIiIimDBhAnv27BHoVkeOHOHcuXMMHTpU6fvzom7dunTv3h0/Pz927tyZTwL5xIkTdOzYkZ49e7J161bu3r2Lg4ODSsatEomExYsXs2/fPtTU1Ni9e7dAmR01ahQ5OTk8e/aMPXv2kJqaSocOHWjfvr3QayLvu27QoAENGjQgISGBR48e4eTkpDL1Ky90dHRYtWoVz5494969exw7doxy5crRpEkTGjdurJJIwa9Aeno6hw4dQkdHh8mTJ/+fHPNXIDo6WmWp5r8r/g0sZKBEiRLFaoTLyckhKCiI2NhYKlWqhLm5OWpqamzbto1ly5aRnZ1N3bp12b9/v1JDKolEQnZ2tiABeufOHdLT02UOjpUqVWL//v1cunSJ+fPn8/btW/r06SP0Qbi4uNCxY8di8b2VQSQSCZWHvn37Uq5cOYXbq6urM2fOHGxsbNi2bRuTJ0+Wm0l68OABX79+ZdasWfTo0YPly5dTvnx56tSpQ1RUlEAlOHv2LPHx8bi5uXHnzh32798vNBDb2trmC9ykkrPBwcGcOnVK+J6KmlkWiUSYmZmxaNEi9PT0yMzMFORNc3JyBLqKWCymWrVqWFlZyawcZWdn8+3bN+Li4vj69StxcXF07NgRkUikUN5XqlxjampK6dKlBZfogr+lP9L/P3v2jEmTJhXaTiQScfz4cYXZpezsbIyNjRkwYAD9+vWjfv36XLhwgU+fPqnkCK/os7i6urJ27VoqV64s+CpIfzIzM2nZsqXge/Dhwwfs7Ozo3r07LVu2FHoapDJ9YrGYz58/M2LECLnHVORlIa04FMWdfeLEiZw8eZLg4GDBMT4xMZHevXurbLoGuU7a1atXF7Tt58+fz82bN7l37x5Tpkzh8uXLwncKRePElyxZkkWLFuHn50dERAS+vr6sW7eOc+fO4eHhQZs2bdi+fTvW1tYcOHBAqFZBLjVU6tGgCiWkQYMGKgcWkEvbmjt3Lu7u7sydO5eWLVuqREF9/Pgxz58/p0SJEoX6HsqVK8egQYPQ1NRk4MCBZGZmUr16dY4fPy5ULq2srAqN2QXHgq1bt9K4cWMhoJI6HEsXT5cuXeLSpUuEhoYSFBREUFAQzs7OmJiYYGlpSVpaGrdv3xZoNXmRkJCQT8muRIkSjBo1itmzZ6uUDBo7diyurq6sW7fup2ge0sVmcXssIHd8kJdkadCgAYcPH+bRo0e4uLgoNbATiURMnDiR6dOny/R56NSpEzdv3iQlJUXpXC0NLJRVLMLCwkhKSiI7O1ugy7m5uWFubs7FixdJTEwssnfV9OnT8fPz49ixYzg7O1OmTBnCwsK4e/cu69atQ0dHB0dHR27evIm9vT2TJ08W5ih5WLduHVu3bgVyk6D9+/fP97q6ujqNGzemcePGpKWlce/ePaFHsWvXrkrHDn19fZlGjUWBhoYGZmZmQub9y5cv3Lt3j507d5KZmUmDBg34/fffqV69+l/S6P369WuOHz/OiBEj/lFGc9L5959Ohfo3sJCB6tWrExMTUyR+tI+PT6Hsl9QRW6oOMmDAADZt2qRS0CKVT23YsCGVK1fm8+fP3Lt3T1DtkQUrKyvatWuHi4sLXl5eHDp0CH9/f0aNGsWBAwcKVTx+BZKTk4UFcMmSJRGLxUonuKFDh7JmzRpiYmI4ceJEvgyVFD9+/ODgwYMsW7YMNTU19PX1heztsmXL2L59Ozk5OVhYWAgc2y5duhAUFMTGjRu5du0a3t7eeHt7Y21tjb29PU2aNBEWkp8/fxaUWIqy8MuLsLAwRo0aRYUKFdDW1qZEiRJoaWmRlpYmBAkxMTGEhoYyd+5ctLS0KFeuXL4gQlXDIXn49OmTQulMWVBFSUwe1q1bJzR4Qy5H3s7Ojo8fPxZbHk8kEgmBdnh4uFz6Ybt27Zg4cSI2NjZcuXKFy5cv8/37dzw9PfNJ0169epXg4GCFcrXSioWs5m0DAwPGjRvHihUrWLx4sUoGT2pqavTv35/g4OBCE7bUdE2ZEo20WXvlypXC36SO5u3btyc4OJh169axcOHCYi8EpYIRy5cvZ9iwYTg4OAiN+RMmTGDp0qVMnz4dT09PZs+ezZ07dyhbtqyQSTc2NlZpcWVkZKRUsrcgnJycuHr1Kk+fPsXGxobjx48rXXRIm7b79u0r87xOnDjB7NmzhaDi2rVrVK5cWXhdKl8pD1evXiUhIUFmH4S0GbZRo0Y4OjoK1YtLly7x559/8vz5c5U9OkQiETY2NsycORMDAwOV3gO5JqOtW7dm27ZtzJ49W+X3FcSvoEJ9+PBBad9a06ZNsbOzUxpYSCQS+vbtq9Q8TpUqhJQKpWjbZ8+esXv3bhYsWMCgQYPIzMykZ8+ewtzUuXNnTp48WeTMt4WFBfXr1+fly5ccPnyYjIwM4uPjcXZ2ziei0bFjR0xMTHB3d6dWrVpMmTJF5jy6bds2QZlqzZo1QhJDHnR0dOjYsSMdO3bk27dvBAYGCvP1z849RYGBgQG9e/emd+/eZGZmEhoayu3btwVxmSZNmtCoUaOfFiLIzs7mzJkzxMXFsXTp0mIrpf2nIBUp+SdLzcK/gYVMVK9enc+fP+eTbFMEeRSSmJgYocPf1dWVCRMmqBydX7p0if79+yMSibCwsODEiRPcvHlTYWABuYowGzZsYNCgQdjY2BAeHs6GDRuoVasWrVq1olWrViodX1WcOXOGlJQUfvvtN9q2bYuDgwPOzs4KFx8lSpRg5syZAt1i5MiRhbKEa9euZcSIEfkqINWqVWPGjBk4OTkJ/QVz587N9z5zc3PMzc0JCQlhw4YNXLhwgYsXL3Lx4sV8fN68ULbw+/HjR75gIC4ujqCgID58+ICnp6fw969fv/L169ciL/akjeQVK1akdOnSJCUl8ebNG5VoCa6urpiYmJCTk0N2drbwk5OTI/Nvp0+fxsrKSvi/9LWnT58KjeGKMHLkSKysrOjZsyedO3emTJkyAnVg6dKlRfrceSGle7x69UohvaxixYocPXqUQ4cOCb4s7dq1Y/369QwZMoT3799z4cIFpc67ynospLz3FStWsGTJEqWL6ZycHKEBuiAkEgkikUgpdc3b2xtzc/NCCY1atWqxceNGJk2ahJubGx06dBB6Vu7fv0+DBg1UrriJRCImTZqEl5cXK1eupGPHjixevJhDhw6xd+9erly5wsqVK/ntt9948+YNDg4OeHp6CtXBmjVrkpOTo/R45cqVK7I3hZaWFrt27aJTp074+flx4MABuQpzkKvdL1Wik3qKSCGRSFi9erVAP7GysqJcuXL5ggplePfuHZcvX2blypUqVQNq1qzJ1KlTmTp1KgkJCfj5+XHp0iX8/PyUPssSiYSuXbsWKaiQYsCAAaxYsYLAwMBiKcXBr6FCvXv3TqXrq6rcr7LtcnJy5HoliMVi3r59S+XKlWVWLFJSUgS6aUpKCjVr1sTOzo6tW7fy/PlzDAwM2LJlizBfm5uby5UvloeLFy+irq7O1KlTsbW1ZcuWLUyZMoUVK1bIXAcYGBiwcuVKTp06xfz587G3t8+XZDl48KBAz1y0aJFgyqoqypcvT79+/YiLi+PmzZu8f/8eBwcHWrRoQZcuXZSyDX4VtLS0aN68uaCq+PHjR4KDg9m2bRs5OTk0bNiQpk2bFrm/9dOnT+zbtw9LS8t/FPUpL6SJrp8Rlvk74N/AQgZevnypsoGcIhdXKcqVK8e4ceNUDiqSk5N5//69UEbs2LGjEFiounhr06YNgYGBuLm5sWnTJqKioujdu7fQ2/Gr1BGk3hVjx45l8ODBNGjQgCVLljBu3LhCHgd5MW7cODZs2EBERAQ+Pj75yrnnz5+nQoUKtG7dutD76tevj6amJmlpaTRu3Dhf9jwvmjRpwqFDh3j58iUbN27k1KlTchu2pd/dzJkz8fPz49u3b/mCBWV+BrJQunRpKlasSMWKFalQoQIVKlRAIpEIHN4KFSoIr+vr6/PixQt27NjByZMnhYlQSqWSBamykZTWpCrCw8NlTkiBgYEqBRapqalCJUhDQ4O2bdvSo0cPgZer6DtXhJo1a1KqVCmSk5MJDw8XjPpkQSQSMWbMGNq3b8/UqVMJDg5m6tSp+Pr6MnLkSMqXL4+zs7PQSCqrV0JZYAG5wYXUDG3JkiUKqYSqmq4tXLhQkKGuWbOmkKETi8XcuXNHrk7+oEGDuHbtGsePH6dv374CP93W1pb169cXqeJWtmxZ4R6TKkINGTKEuXPnEhERwcSJE2nbti0RERF4e3tz7do1Ibt57do1TE1NlR5PJBKhp6dHSkpKkXjaJiYmLFmyhEWLFrFw4UI6dOggt+ny3LlzJCcnU6dOnXwmjenp6cycOVMwybO1tWXx4sWsWrWKDx8+yJSXLoi0tDTc3d1xdHRU2KuTFxKJhOjoaJ48ecKTJ08IDQ3lyZMnKi/WVV1wF4SamprwGU1MTIq1KPkVVChVr62qKouKtsvMzCQxMREnJyd0dHTQ0dEhJyeHhIQEwYCzXLlyJCQk5KtYZGVl4erqSkpKCi1btmTKlCkCHefmzZuCYeGWLVvyNYfr6upiYGDAmzdvVHIU9/Hx4cGDB0IPZdmyZfn8+TMZGRkK1wFSZ/NmzZoJ1eG+ffty+vRp5syZA+QacubtdSsqpBTPqlWr4ujoSEhICFu3biU7O5uOHTtibm7+05WDoqBatWr079+f/v37k56eTkhICH5+fkRHR1OtWjV+//13TExM5FJTJRIJ/v7+hIaGYm9vX6zg/O8CaWDxT1CvUgSR5D/dsv83Q2ZmJs7Ozio3bgYGBqrUaHjhwgWVsklJSUmsWLGC/v37C3rTMTExNGjQAJFIxNu3b1WiZuTFs2fPmDNnjiBN2KZNGzZv3lwspYu8CAkJoWPHjmhpafHixQthQouPj2fVqlVMnTpVYdVnzZo1uLq6Ympqyu3btxGJRMTExLBu3TrWrFkjc3BLTU3F1NSU+Ph4odlTFRSnjJ0XJUqUEAKB9PR0ypUrR7NmzYTAoeBveXxed3d3GjVqRLdu3RCLxfj5+eHp6ZlP4rNp06bMmDEDdXV1wegs72MqnZhUMXnKix8/frB27VqZkoE5OTmYmpoSExMjM0iWBjKenp5cvXoVX19fQSZSijJlytCpUyemTp1KixYtiuy8amlpyd27d9m9ezeDBw9W6T3Z2dm4u7uzdu1acnJyqFKlCp6enkLAuWXLFho0aFCoByQuLg4jIyNEIhFfvnxR2IB///59jh8/Lje4yMrKwsHBQVBGKwqqVq1KrVq1UFNTo0yZMvTt25fatWtTu3ZtDAwM8i1CvL29BeOtvCjq/XDw4EHBQCwv0tLScHNzw8PDg+zsbDQ0NGRSY1Q93qFDh6hevTqdOnVSek55IRaL6du3L4GBgbRo0YIrV67IvJd69uzJnTt3WLJkiWCSGRcXx8iRIwkODkZDQwN3d3eBLhIUFMSDBw9UooQ6OTnRt29fmckNyH0eIyMjefLkCSEhIUIw8TP0ElXnCHl4+fIlu3fvZv369UVemLRr146nT59y5swZOnfuXKzju7q60rNnT6X9gzk5OTRo0ECuahHkLqyOHz9O9+7dC70mFotxcnKiV69eNGnShJSUFJKTk1FTU6Nq1ar5Atlly5Zx7NgxYmNjOXLkCP7+/vTt27fQZ0xISMDc3JyYmBgmTpwos+L55MkTdu/eTdeuXenVq5fche7ly5cJCgpi8eLFQK7R5d27d7l37x7NmzdXWQUqPT2dXbt2ERwcjK+vL9nZ2UyYMIENGzb8VF/C0aNHmTFjBl27dhUqfpA7t0qfkQoVKtCvXz+Vgqi/ChKJhPfv33Pv3j2ePHmCuro6jRo14vfffxeCh4SEBLy8vDAzM2PAgAH/+AW5l5cXAQEBHD169D99Kj+FfwOLArhx4wZxcXGCyoIynDp1SqlrKuQ6NQ8aNEjhNt+/f8fFxYXBgwcXmtBat27Ny5cvOXDgAH379lXp3PIiJyeHPn36EBISQmpqKiVKlGD+/PnMmTOn2KpG8+bNY+/evQwcOBAvL698r0VGRrJ9+3bWrVsn9/3x8fGYmpoKlIbOnTtjb2/PzJkz5XJrd+7ciaOjI7Vr12bmzJlkZGQoVZYC1QOLkiVLYmJiQsOGDWnevDktW7akSpUq6OnpCY3qzs7OrF+/Xu51k9XEL60qJCcn4+DgQIMGDdi3b5/Q76Curk6fPn2YPn06LVq0ECYOWb071apVK6RcowpOnTqFmpoaAwYMkPm6lNIHqgUy0gZgX19fgoKC8qm86Ovr061bt3yUKWWws7PDy8uLuXPnsmzZsiJ9tkePHjFlyhRB1nH48OE0bNiQN2/eYG5uXqixVywWU7lyZTIzMwkLC1Oaab137x7e3t64uLgIGWxpH9DWrVuJjo5W6Txbt25NSkoKkZGRSuWWdXR0qF27NrVq1aJmzZqcOHGC79+/y9xW6r1w9+5dhRWs9PR0Fi9erFBN5/nz59jZ2REaGip3P9JAMzQ0VO7xHjx4wJ9//ilkWouCDx8+0LZtW5KSkli0aFEhL4/Xr1/TsmVL1NTUePbsGVWqVOHly5cCHa5MmTIcOnRIEL+A3CZeOzs7Ro0aJTdggFzjOj09PSEgycnJ4c2bN0LwIK1GyPLc0NDQoH79+kLjqpmZGQ0aNKB169Zyg3bIfaYVXUtVcerUKT59+lTkfrpOnTrx+PFjTpw4ofLc9+bNGyIiIsjOzubhw4doaGhga2ur0IATcq9nmzZteP36tdJjzJs3j4ULF+YLLKX0T1USeuHh4bRr146MjAyBMlaQvy6RSBg/fjznzp3DyMiIW7duyVUuio2N5ebNm9y/fx9dXV2cnZ3zBRj+/v7cvHmTJUuWCImxzMxMLl68yKRJk4TKpKrGeLdu3WLQoEFkZWXRpUsXTp48+dOLZ+lcaGFhIbcPKjY2Fi8vL6ZOnfq3kWn98eMHjx494t69e8Lc+vnzZ2bMmEGdOnX+06f3SzBjxgzq1q37UxWpvwP+DSwKwNnZmRkzZqhc/v5VFYvnz5+za9cuRo4cKVN1xdHRkZ07dzJ+/Hjc3d1VOreCWLhwIVOnTmXevHmCrrqJiQlbt24tMoUlJSWFBg0akJycjI+PT74JXIr169fTvn17hZP4okWL2LZtG+bm5lhbW1OxYkW52eqsrCyaNm3Khw8f2LBhAxMmTMDNzY0aNWowbNgwuccICQlhypQpKk1kBaGtrc3vv/9Os2bNaNGiBcHBwfTq1UvwFykIWYGAtDm8cePG7Nq1iwMHDgj0qjJlyjBu3DgmTZokd3GrKFApChYsWICtra1CikFxA5nExEQCAgLw9fXl8uXL+ehjeSlTPXv2lDsJ7NmzB3t7exo1asSaNWuK/Dl//PiBjY2NkIWrWbMmhw4dkqsJbmZmRlRUFH5+fir1Hh04cICKFStibm7O7t272bFjh+AaXLFiRcH7QlHFR7p4lEgkxMfHExkZydmzZ4mIiKBChQpERkYSGRnJx48fFbrc/l1w/vx5uX1fCQkJgtpXcSCt0GhoaHD16tV8RmiLFy9my5YtWFpacvz4cW7cuMHYsWNJSkqiTp06eHt7y6zIfvv2jd27d5OSksKcOXMKybT6+/vj4+ND69atCQ0NJTQ0lLCwMJl0SC0tLRo2bCgEEE2aNKFBgwYyK63y+vCk2Lx5s0wRi6JCLBZjZ2fH+vXri1Qx7NGjB/fu3ePQoUMqzWfBwcGcOHGC1q1bo66uTq1atVRW39m6dSvOzs5oa2tTpkyZfBSwatWq4eLiQlBQkJCsatOmDXv27BECAltb2yLNgdWqVSM1NZV79+4JBql5cfz4caZNmybzPpMFsVjM/v37efHiBT9+/GD+/PnUrl2b69ev4+/vz9KlS2UGV2PGjMHHx4dx48bJVAgriODgYPr3709qairdu3enfv36lC1bFhsbmyJXg/Pi/PnzjB07ljZt2nDlyhW5233//h0PDw+cnZ2LzJL4qyGtZlStWvWn5d7/TujWrRu2traCW/w/Ff8GFnmQnJyMu7t7kTJsOTk51K5dW6GZloaGBr6+vkKzUl58+fIFLy8vUlJSmDVrltyGJV9fX4YNG0adOnUElSl5EIvFJCUlkZCQQEJCgvDvO3fusG7dOiQSCSdPnmTBggXEx8ejpqbGtGnTWLRokcoB1cGDB7GxsaFu3bo8fPhQZmk2Li6O1atXK5wEPn36hJmZGVlZWQwYMIDdu3crbG6dMmUKFStWJDQ0FB0dHbKysgQ53YISeYmJiaxcuRIvLy+hgVbe7S4SiahcuTKbNm0SPDMePHggM0NcpUoVmjdvTosWLWjWrBlNmjShZMmSShcPeY9vaGhI48aN0dfXZ+3atUWSNi0OMjMzWbhwIW5ubkq3/dlAJjs7myNHjrBv3z5SU1MLUabq1auHpaUllpaWAmXKx8eHefPmCSZjUDy1rnXr1mFgYMCaNWuIjY1FU1OTRYsWMXv27EKfQUql2bdvXyHJRlkIDw9n8uTJRERECM97rVq1mDNnDiNGjMDf31/m96+MOmRra8uSJUvyTd6ZmZlER0cLgYafnx9+fn4qX4f/K6irq1OvXj2MjY0xNjamXr16GBkZYWRkhI6ODnZ2dkob6eVBIpEwYcIEzp49i7GxMTdv3kRXV5fMzExMTEz4+vWrYARmZ2cnZMIPHz6stM8gNDQULy8v9PX1qVmzJmFhYQQHB/Py5UuZ/gq6urqYmprSuHFjIZCQ9nupCh8fH8aPH59v/+rq6uTk5NCoUSMuXbr0SyTBly9fjr29vcpjOeQ2t//5559yn4Xs7GwSEhIoX748L168YM+ePSxbtqzI5/v69Wvat29PRkYGHh4ejBo1ChcXFzw8PGjSpAkBAQHCc3r27FlsbGxITk6mXLly7Ny5k27dujFv3jw2btyo8jErVKhAdnY2L168KDS/RkVF0a5dO5KTk3F2dlaaKRaLxSxdupT69etTp04d4uLiePXqlUCndHZ2lnvd//zzT8HJ/fnz5woX66GhoVhbW5OUlESnTp04fvw4WlpaXLx4kYCAAObMmVPsLP2lS5eEBObVq1cVbvvhwwcOHTrEihUr/vI56l/kBhYbN25UKjn8d8e/zdt5oIomdkEcOHBAqUNvdnY2lpaWODo6Ymtri4aGBllZWRw9epSQkBBGjhwpM+jIi7Zt26Kurs67d++IjIwspHEu5ddqamqirq6OtrY2enp66OrqoqenR8mSJYWGTZFIxJAhQ+jcuTMLFy7E29ub7du3c/HiRdzd3VXSsJaaUilqSq9YsSINGjTg3Llz9OvXr9DrUuUOY2Njnj17RkJCgtwFrEQiEQy7pk6dKmSENDU1WbBgAUuXLqVChQqYmZkhkUg4duwYS5YsERaqgwYNon379oKKlCyqj6urKz169BCoAGKxmIiICO7fv8/Dhw85f/48CQkJxMTEcOHCBS5cuADkLg5MTEyIiIhQ2MQvkUjo1KkTM2bMoEuXLqipqREYGMiiRYtYs2bNT2WhlMHX11cl/wFQLsGpDBoaGkRERLB9+3bhuuSlTL169YpXr17h4eGBvr6+YN5WEKrKtEqRlZXFp0+fcHBwoHfv3syZM4eLFy+ybNky/Pz82LFjB7Vq1RK2lzZwy/KyyIt3796xefNmjh49KjxDJiYm2Nra0r9/f+F769OnDwcOHCjkXC3LdE2KGzduYGRkVGiRoaWlRd26dQUagpGRkUqBxcmTJ4XerIK4desWL1++ZOrUqUr3ExQUpFKfS05OjkxZVZFIRM2aNRGJRDg4ONCoUSMh8FA1+ykSidi4cSN37tzh9evXLFmyhL59+3L58mW+fv1KxYoVBW8TgCFDhrBlyxaZ/U0/fvzg6dOn+ehML168kNlDUrp0aUxNTfPRmYyMjH6aptSnTx90dHRISUlh5cqVmJmZUbVqVXr27MnTp08ZNWoUp06dUskhWh7evXvHx48fefjwocwqsjwocnLPzs5mwYIFlC5dmrS0NCQSCYsWLSpyUJGdnc306dPJyMiga9eugqFh9+7d8fDw4Pv37/mucf/+/TEzM2PcuHGEhoYyePBgbG1ti+TkLFW9g8Jyszk5OUybNo3k5GRat26Nra2t0n0tXryYtm3bYm1tXYRPngtzc3NBmfDgwYNyE5ivX79mwIABJCUlCYGy9J7o3bs3TZo0wcPDg6ZNmyr06pEHRd91QdSoUYNevXqxceNGHB0dhblSIpFw5MgRypUrR7169ahVq9ZfOn/9L0D6ffzTpWbh34pFPrx79w5fX1+VH9Zz584xfvx4QXP7/v37hSgkixYtwt/fn3PnzgG55lI7duwgJSWFM2fOsHz5cpXPT9rc6uHhIXDhU1JS2Lx5M2lpaUybNk3hTblu3ToGDBhQqCHr2rVrzJ07V+CJS30m5MnPhYaG0qFDBzQ1NXn+/LlC19eUlBTc3NzQ0tIS+LfPnj3Dx8eH2NhY6tevT7169Rg4cCBisZg//vhDMK/Ki6tXrzJ48GD09PR4+vRpIfnP+Ph4li9fTu/evdmwYQN37twBcnX3169fL9A1ikv12bVrFxKJhFGjRvHkyRMePHjA/fv3efDggUwvBHmQRYnz9fUlMDCQFStW/GXNZwsXLmTmzJn/Z4OWk5MTc+fOLUS7ykuZunr1qqDbLQ+qcPmluH//PoGBgUIjr3TyW7BgASkpKZQqVQpXV1eGDx+OSCQSaHjdunXDxsamUGXm6dOnbNq0iTNnzgi0pDp16jB48GCcnJzkBtQrV67Ezc2NTp06MW/ePIUVHymHPK8CjSzk5ORgYmIiVzlI2XUSi8XY29vj4uKikkqTtJlfntKV9Hg+Pj5ERETw6tUrXr9+TXh4OK9evSIhIUHuvitWrIiRkZFQ6ZD+rlatmsxrGhAQINOJVprth9z7e/78+YhEIpKSkggLCxOaqkNDQ3n9+rVMapm+vj4NGzbk69ev9OjRg7Fjx1K7du2/5DlMS0sTMuZRUVHCwvzJkydYW1uTnJxM//798fLyKtbxAwMDOXPmDBMnTmTXrl2sW7dOZXWfIUOG4O/vz9atW/NJ94rFYhYvXoyFhYXMRuqiYOPGjbi4uFC6dGnu3LmTz6SyYcOGaGhoEBsbW+j+lfYF7d69G8hViwoICFDJRCw1NVU4zqdPn/L1Tri7u7N8+XJKlSpFYGCgUkPC5cuX06ZNm5+6DkeOHGHmzJlUr16dkJCQQovxqKgoevbsKVTyfXx85ApGHDhwgPDwcBYsWFAkqtKtW7fo27cvJiYmMhM6suDn50daWpqw7rh79y4PHjzAyMiIt2/fEh0dTalSpfIFH/+iaIiOjmb8+PH4+/v/46/hvyFmHnz48IGoqCiVtr158yaTJ08WyvUbNmxALBbLpJAMHz6cXr16YW9vz/3792nfvj1TpkwpkiygWCymadOm3L17l/379xMfH09iYiKJiYkMHTqUNm3aKL0Zzc3N8fPzKxRYdO3albt377Jy5Up27tzJiRMnCAgIYO3atQwcOFDYr5QiIy1DW1lZKQwqAPT09Fi6dCmBgYHY2dmhqalJjRo1sLKyomHDhsIk0rdvX86ePcumTZvYs2dPof1IOaljx46V6SmgoaFBTk4OgwcPRiKRoKuri4ODAzNmzMhXwu3Tp49Kbrt54ePjQ1xcHAsWLEBdXV3wypDi48ePbNmyhR07dii8FiBbUtLS0pIfP36watUqQUnkVyI7O5v09PT/00yIqakpDx48wMrKKt/fy5Yty8CBAxk4cCDZ2dns3r0bJycnufuRyrS2atWKhg0bUqNGDWrWrCn81KhRQ/B9CAgIyCeQIBKJGDVqFO3atWPatGncvXuXGTNm4Ovri6WlJYcPHwZyg9arV68K1CsDAwPc3d3zVQi6du0quLhv3LhRpYHfyMhIYeXn7t271KhRQ2lQAbkLJGWB1Zo1a+Ru8+TJEwwMDFSWflVXV2fKlCkym+iln33NmjUYGhpiaGiYb7ElkUj4+vUrr169IiAggKCgIEqWLMnr16+Jjo7O5wWTFyVLlsTIyChfsGFsbCyzSRoQgoo+ffpQokQJJk6cyJMnTwSH8IIwMDCgSZMm+ehMNWrU4MmTJxw/frxISZ7iIC4uDsjNGOetjJuZmXHo0CEGDx7M2bNnMTAwYO3atUVaXBw9epTnz5/j4uJCqVKlGDBgAO7u7gqfrbyQZ5C3Zs0afv/9958OKp49eyZIKbu6uuYbi6pUqYKWlhaZmZl8/PixkLGltrY269evp127dsyePZvY2Fg6dOjAjh07lJ5XXi+VvJWgkJAQVq1aJZyPKi7nKSkpcnvrVMXAgQNZunQp0dHRXLp0KZ8QS0xMDH379uXTp0/Ur1+fM2fOyK0KaWpqMmnSJEJDQ1m2bJlMpSt5UOa8LQs9evRg3759BAQE0LlzZ86dO4eNjQ0lS5YUeii9vb25f/++4FD/L4oGaYLynx5UwL+BRT7cunWL1NRUbt26pdCI7tGjR4wcOZKsrCz69u3L+vXrEYlEcikkUupRmzZtmDFjBoGBgWzatInq1aszdOhQKlWqREJCAhEREURFRRETE0NiYiLJyclkZmaioaGBpqamoCLz5s0bOnbsiIGBAQYGBirzfH///XfOnj0r8zU9PT3Wrl0rGOs9f/6cSZMm4e3tzYYNG3j8+HGhTH9gYCA+Pj5KaSoikYgOHTpw8+ZNRo8eLZMbOnfuXM6ePcuZM2dYtGhRvm2k6jKampqFHHAlEgmnT5/G2dmZz58/A7kLjdWrV8vNaBWV6hMQEMC6devkLtqqVauGlZWVSoGFvMbpAQMGkJKSwoYNG7Czs1P53FTBtWvXiu0vUVz07NkTd3f3QoFFXmhoaCgNTKV48+aNoPhUEPr6+tSoUYPv37+TnJwsBBzS4KN27dpcunSJTZs2sWbNGnx8fASDxbz49OlTvgZaNTU1+vbty9y5c/M1gKelpZGcnFzIyE4K6YJXWdb51KlTKql/5OTkMHnyZD59+oS+vj4lSpQQ7nXIfb727t2r8Dn8/v17kczhIHecg1x1qrS0NOHvenp6bNu2Te7xRCKRIM0sVX2TqsOlpKTw5s0bocIh/YmIiCA1NZWQkBBCQkKKdJ6yvs/q1asLAUSTJk0wMzOT+fmTkpLYu3cvK1asKNIxiwNpYFFQRhhyvYo8PT2ZNGkSO3fupGrVqir3+gUFBREeHs7SpUuFucDCwoLbt29z7949lYQJChrkRUREsGfPHmrUqKFUzVAZsrKymD59OllZWVhaWhYS2lBTU6NmzZq8efOGyMjIQoGFFH379qVx48Z069aNr1+/MmTIEGxsbFi8eLHcOVDqYSGlCEMuLW7KlClkZ2fTt29fhg8frtLnqFChAk+fPv0pk1ltbW3GjRuHm5sbrq6uZGVlUalSJerVq0f//v0FmvPZs2dVSjw2btyYVatWsWXLFu7evYu9vb3SXgjp60X1LBkzZgzu7u4kJiZSp06dQr0kVlZWeHh45FM1/BfKIZWuPn/+vNw55Z+GfwMLch+w8+fPo6uri6OjI4sWLcLU1FQmFej169cMGjSI1NRUOnbsyK5du1Tm3taoUYPz58/j6emJi4sL0dHRNG7cGAsLC0xNTalcuTJVqlShZcuWgqlaqVKlhIc0KyuLs2fPkpycjEgkKnIGumTJkmhpafHjxw+5cnrNmzfn5s2beHh4sH79evz9/WnevLlMF934+PgiceBTU1PlDpZmZmZ07dqVa9eusXnz5nwN39JqxeDBg/N95levXmFvb09gYCCQS1OpV68eBw8eVHouRYGOjo5S3rO5uTlVq1ZV6gMhj/8OMHr0aHbs2IGnp2eRXVUV4c8//1RJEvlXQl9fH4lEwvbt2xk5cqTczJuqZlnOzs7o6enx/v17Pnz4wPv373n//r0gUCCl3mzbtq3Qe8uWLSsEG9LKmDLFpVGjRmFraytT9rhBgwbcu3evkDeGFNLAQtG48OjRIypWrKjSYn/58uX4+fmhra3NmTNnaNy4sWDI5+joSGJiolKJT01NzSK5KoeHhws9RFevXiUhIYELFy6wa9cudHR0sLS0VGk/ZcqUQVNTk3fv3lGnTh309PRo0qQJTZo0ybddVlYW7969EwINaeDx4sULYXGoCG3btqVr166YmZnRuHFjlapAEomEzZs3M2jQoF/SNK0M0sBCXjA9aNAgYmNjWbRoEUuXLsXAwEDpojc7O5sTJ06wbNmyfItrkUjErFmzWLZsGb///rvSxab0vbdu3eLFixcYGBhgYWGBv78/YrH4p6hhGzZsIDQ0FH19fTw8PGQuOmvXri0EFop6Q+rUqUP//v0RiUTs2rWLzZs3c/fuXby8vGSq6knnrbyUsKVLl/L69WsqV66Mu7u7yovg6dOns2TJEpWupyJIz1OavIPc65+VlUXVqlU5d+5ckVyn9fT0WLBgATdu3MDe3p6pU6fSsGFDudsX1wxRXV2dadOm4eTkxOrVqwu9Lq04BgcH/1Tw9b8AaTBx8+ZNnj9/TvXq1TE1Nf2vkc39rwoscnJy2L9/P3Xr1qVjx45KBwyJRMKff/7J2bNn6dixIxMmTEBNTY0pU6awceNGVq5cmW/7jx8/MmDAAOLj42natCmHDh0qcqOdmpoaM2fOpHbt2syZM4evX7/i7+9P+fLlsbGxUTjBaWpq0rZtW3x9fbl161ahyVkVNGvWjEuXLilszNTS0mL+/Pn07dsXGxsb7t69K3M7qdKSk5MTVlZWSgOszMxMhRG5ra0t165d48iRIzg6OlK5cmXCw8O5dOkSgJDBS0lJYf369Wzbto3s7Gy0tbWxs7Nj2rRpguPyr2okU3Vf6urqrF27lrFjxxZSn8pLHVF0jUQiEVOnTsXd3Z0DBw4IfNafgVgsJjU1VW4W8K/EihUr8Pf3Z8mSJQwfPlym7LCqAZmtra3Ma5eUlCTIDxsZGZGamioEHR8+fODbt28CZVCRL0NBDB06VK6XSv/+/Vm6dCklSpSgXbt2hcYZadCi6Ls+ceKESv4rx44dY/PmzQBs375dkMKUVtxCQkLw9PTE29tb4WJfunBRFZs3b0YikWBpaSn0PLVq1QofHx8+f/7MhQsXZPY9yMKECRPYuXOnQtlZTU1NgfqUF6r6zwwYMICJEyeqdD5S/Pjxo0j9UT8LqSGc1GTT19eXiIgIcnJykEgkwu9mzZrx8OFDZs6cyR9//EG/fv1o0aKFTArojh076Natm0yOfbly5ejXrx8LFiygSZMmNGrUiEaNGuVbFKelpXH+/HmhSlSuXDlWr14tBKopKSl4enoyc+bMYn3mkJAQQYnOzc1NbiJBSkV6//690n1qaGiwZs0a2rZty+zZswkODqZDhw54enoWegaklTbpPH316lWhV2P79u1y+whloXTp0hgZGXHlypVieUlBbnVNKiCSF9Jnc86cOSrRsgpCJBLRuXNnGjZsyKZNm6hTpw6TJk2SGRD+jMv6iRMn6Nixo9x5vFevXmzatImWLVv+W7UoAGkwcevWLZ49e0a1atVo06YN/fr1Q01NjaCgIJnP+D8R/2ybwjzIzs5m7dq1VKhQgejoaBYsWCCzpC6VzQsLC8PZ2ZnXr1/j6OhIhw4dhIewUaNGpKen53vw4uPjGTBgANHR0RgZGXHy5Ml8D1d6ejo+Pj7s27ePbdu24ebmxvHjxwtl26Kioti5cycXL17k2rVrzJs3DzU1NY4dO0a7du34448/FH5OqaPwzZs3i3WdevToQWBgoEpZQGNjYxYuXKhwGykHXuqLoQjq6uoKBxtzc3Nat24tSKOeOnWKhQsXIpFI6NmzJ8bGxpw/f57WrVsL7sDShvb58+dTqlQp2rdvj7e3t9JzURVxcXEq89KlqkAFs01Vq1ZVuaqjpqYmNNLLo60VBefOnaNp06b/sUG+e/fuzJ07V26ToDQgg8LcUlUCstKlS1O/fn1Kly6Nk5MTK1eu5ODBg9y8eZOIiAiio6O5c+cOJ06cYP369Sqbf8lrkgYoX74869at488//2Tx4sWFzPGUVSxevHhBqVKllJry3b9/Xwim7e3tZRobDh06FMh1+5XXiwC5VZu8Ur6K8OnTJ44fPw6QTylHS0uLcePGAbliBqrC0NCQcuXKERwcrPJ7pFCVvuXo6IiNjU0haWNFKFmyJGvXruXGjRts2bLlL/cNkd4nUVFRLFmyhMzMTLp164a1tTX9+vVjyJAhDB8+nD179mBtbY1YLOb06dPcv3+fTZs2YW9vz/z581m3bh3nzp3j4cOHvH//np49e8o9plSFrmrVqty/f5/ly5djZ2eHvb09CxYsYMmSJejo6AgeFDVr1sxX/RowYACfP3/m/v37Rf68GRkZzJgxQ6AcyTPmBAS1tsjISKX7lY4Lffv25fbt2/z+++8kJCQwbNgwFi9enG/ezlux+Pr1qxDMT5s2rcgO448ePRKMGYuDnJwcFixYoFDVavPmzTLljlVFpUqVWLlyJUlJSdjY2PDjx49C2xSkvamKhIQEnj59qnAeK1myJLVq1eLhw4dFO/H/YkRGRrJ//34cHBw4f/48DRo0YOHChYwfP5769esL686YmBiVBAn+CfivqFhkZmaydu1aWrduLZTgOnXqxLlz5zhy5Ei+DI2amhp6enqUK1eOyZMny1VTaNq0KVevXqVXr16kpKQwZMgQXr16RdWqVTlz5oxA6Xn27BmnTp0iKSmJ1q1bU6dOHXR1ddHW1ubt27eCEZC2tjbfvn3DwMAAc3NzXr9+Te3atVmyZAndu3dn2rRpREZG0rt3b2bNmoWzs7PMaog0sLhz5w7p6ekqq35IUapUKQYOHMimTZtYsGCB3O2ysrL4888/BYlXZRgyZAiVKlWiTp06wo9ULrNOnTro6+srzfyLRCLMzc25e/cuZ86c4cyZM8JrdevWZdCgQUIAU7NmTVxdXQtNqr169cLZ2blYMnwF8e7dO1atWlXItVkRitMcXhDq6uqMHz8eT09PlfwV5CE7O5ubN28KTZP/KVSrVk2hSpA0IJNlLKiKw7iamppcqoaenh4NGjQQnG7r16+vkmyrMoqWrq4uCxYs4NWrV7i7u2NiYsKIESPQ0dFR2mNx6NAhpdS06OhoRo4cSWZmJtbW1nIDfDMzM4yNjXn9+jU+Pj75FH3yQlrNiY+PV5ql9fT0JCsrizZt2hSiNIwfP54NGzZw7949QkJCVK6ajhs3jrVr1xZ5UWZubk65cuWIj4+Xu4208ffgwYMcOnSInj17MmfOHJXoGKVKlWLx4sWcOXOG+fPn/2VmYOfPnxcqrxYWFkLPiTzs3buXoUOHcuPGDfbu3Yufnx+GhoaCa3t4eDibN2+WW8mTQiQS8dtvv/Hbb7/lo+6lpqby48cPgZYlTWgVXGyqqakxb948li5dSoMGDVROskBuU/Tz58+pUKECGzZsUJjcUDWwEIvF+fZTu3ZtfH19WbJkCTt37hR6Dby8vKhZs6ZgbJiZmcmoUaOIjY2lQYMGLF26VO4xNmzYgIGBAZaWlsL1uXbtGn5+fixbtkzu/SE1vfz8+XOhn9jYWF6/fi1XZU2Kjx8/EhQU9FNy34GBgURHRzNgwACcnJxYsmRJPgqydD0kS2q5IDIzM3n37h3v3r3j2rVrjBkzRm4/i1gsxtfXl9jY2EICMf9reP/+PdevX89Xmejbt69CSuHnz5//DSz+LkhPT2fVqlV06dIln2NmqVKlGD16dLH327FjR1avXk3lypVZuXIlDx48QF9fnzNnzlCxYkUOHTrE48ePqVKlCsOGDcPY2LjQwNm4cWP69etHVFQUGRkZGBoaCpNAXsfL1q1bC34GBw8eZMuWLQQEBLBr165C0qv16tWjSpUqxMTEcO/ePYVN5vLQoUMHAgICuHTpEj169CA4OBh/f38kEglNmjTB19cXPz8/pVKgBREbG0tsbKxM6lSZMmXQ1tYmLi6uUOAhbWb08fGRa6Yn5c5raWkxZ84c5s2bJ5NXrqur+8ukIsuXL0+NGjWKrIjysz4QkNtsW5RJXBb2799P165di2SU9VdAS0tLadn9ZwIykUiEtrY2mZmZSrnPyqhXkBsIKeqFyYt69eqxYcMGTp8+jaOjI0OHDlUYWLx9+xZNTU3Bn0IWfvz4wciRI/ny5QsNGzZkx44dcu9pqTDEypUr8fb2lhtYiEQi+vfvz969exU2jCcmJrJv3z4AmZSNSpUq0bdvX06dOsWePXvYunWr3H3lhYGBASYmJly4cEElZ2cpPnz4kK9xXBY2b95MnTp12Lx5M5cvXxZ+WrVqhY2NDT179lQ4JqipqTFo0CCMjY1ZsWIF69at+2VUyo8fP3LmzBkiIyMxMjLi2bNn+bxU5EFLS4uDBw/Su3dvQkJCGDBgAP7+/lSqVIlGjRpRsmRJ7t69Wyw6LORmlvOOC9LPK2uxqa+vz5gxY1izZo2gpKQMDx48EHrj3N3dlfa8SOk/ygKL9PT0Qs94iRIlcHV1pW3btsyaNYv79+/ToUMHxo8fL/TbffnyRaCijRw5UmFPUmRkJCYmJmzfvp3ExES0tLTIzs5m2LBhPHz4kJiYGGJjY/MFDTExMXz58qXIVQBZmDp1KoMHD6Z79+60atVK5XtRIpFw+PBhXr16xfr169HU1KRatWosW7aMefPmCfx96f4yMzOJjY0VRGM+f/7M9+/fSUlJQSwWo6GhgZaWFgYGBlSpUoUhQ4bIdSWPj49nz549tGjRguXLl/9P06ACAgK4efMm1tbWSoMJyKXrRUREEBMTU2Qftb8r/tGBxY8fP1i5ciVWVlYyvQ9+BlWrVmXRokX06dOH8PBwtLS06NOnD4cOHSItLY1OnTqprAkvayIpuKgpVaoUmzdvxtLSUlBl6ty5M87OzsycOVNYYIlEIiwsLDh+/Dg3b94sVmAhEomwtbUV3I7T0tIE+ce8A2P58uWxtLTkypUrJCQkKOTA3759m/fv3/P27VvevXsn/H737p0wYH3//p3Tp08X2oe0fPr27VuFZeISJUoQGBhYiIddEL9qUVC6dGmZpeT/CyQkJPx0Q+nTp09Zv379Lzqjn4Mq2bGfCchq165NSEiI0oy4ol4YKRo3blxkM7SBAwfSs2dPPDw8uHfvnnCsgti3b5/cxT/kjgszZ87kyZMnlC9fnqNHjyodYwYPHszKlSsJDAzk48ePckUdWrVqhbe3t0LxBi8vL1JSUjAxMZEbUE+ePJlTp05x6tQpXFxcVOapDxs2jIULF9KzZ0+VntH09HTGjh1LWloahoaGpKam5lPD0tDQIDs7mz/++INhw4Zx5MgRXr9+zdatWzl+/Dj37t1j5MiRGBkZMXv2bIYMGaKwwitVHFq3bp1SCqgsiMVinj59yr1794iKiiI1NZVy5crRqVMnpkyZIqgrGRgYqLS/UqVK4e3tTY8ePXj37h2DBw/m4sWLlCpVCi8vL5V6T1SFMtO05s2b8+TJExYsWEDnzp3p2rWr3AVTWloaM2bMQCwWM3jwYJUCSekc+fXrV1JSUuTe86mpqXKTB3369KFx48ZMmDCBR48eyU1SLV68mJo1a2Jtbc3Xr18LVRceP37Mp0+fSExMFP6Wk5ODl5eX0s8BuX0qlStXLvQTHx+vsM9Iik+fPuHh4YGHhwdlypShS5cudO/enW7duskVPxGLxbi5uaGjo5OvN7RevXosWLCA9evXY2BgQHJyslA9zszMZO/evVSpUoUqVapQv359QTRGmRhEXty9e5eAgABmzpypUtD834zLly8TGhoqt5KYlZVFVFQUb968ISIiguTkZHR1dTE2Nmb27Nn/NQHZPzqwcHd3p2/fvtSvX/+X71sikbBx40bCw8PR0NDAycmJ7t27U6FCBZlygUXZ74ULF+QuXHr16kWLFi2wsbHhypUrLFmyhCtXruRzDe7YsSPHjx/nxo0bCku68vDx40cuX77MxYsX+eOPP/JxOkuXLs3IkSOxtramdevWqKur4+Pjo7QpuXz58pQvX75QRuPbt284OzsLnOHIyMh8wUd0dDSpqamFnHtlISMjg9jYWKWBhY6ODklJScWK/iUSCTdv3qRNmzZoa2v/FN/1Z/Dt2zeVpVhl4cePH4Iiz98B0sbUv2rgrFevHk+ePFGJaiOPeqWvr09CQgJXrlxhy5YtzJ49u0jnoKuri5OTEy9fvuTp06cEBwfz/ft3IUB89uyZcK7ysH79es6ePYumpiaHDh2SOVHHxMTw/v17mjVrhoaGBrVq1aJNmzbcuXOH06dPY2NjI3Pfampq9OzZk0OHDsl0305LSxMkk+fMmSP3u2rZsiWNGzcmNDSUw4cPyz1eQejp6dG5c2f279+vkkrZwoULefLkCeXKleP8+fNkZ2fTpEkTNDQ0OHv2LGpqalhbW3P48GEGDhxIp06dMDY2ZvPmzSxcuJBdu3bh5eVFeHg4NjY2rFy5kmnTpjFhwgRKliwp89mwtLQkJiYGBwcHpkyZopDS8eXLF/744w9evnxJXFwcmpqa1KxZk0aNGmFtbU3lypXzXUNpj0tRnmsDAwPOnDlD9+7dCQ0NZfTo0QKN6lfSTVRp6J04cSIfP37k6tWrzJs3j4oVK9KvX79CCkSrVq0SVJeUUb6kKFOmjPD8RUVFyVU1+vHjh8KqpFRa+rfffhNoUAUhkUgYN24cIpFI7vj+9OnTQn/T1tamSpUqGBoaUqlSJapUqUKlSpXyBQ8GBgZyBV1ycnLYt2+fwv4tyJ2DzczMePbsGfHx8QItWCQS0bx5c7p3706PHj0wNTUV7q/bt2+jpqYmc8yqVq0aLi4ufP78mYoVKyIWi4Ueqvnz5xc7Effjxw8OHDhAhQoVWLVq1d9mrvlP4ezZs7x7946pU6eipqaGWCzm06dPQhDx5csXNDU1MTQ0pH79+nTv3v0voV3+HfCPDixSU1P/kqACcl2qd+/ejUgkYseOHT+t5S3Fnj17iI+PL6Q4lRcVK1bk6NGjHD58GCcnJ+7cuUO7du1Yu3YtI0aMEPosQkJC2L9/P4aGhkppI69fv+bixYtcvHhR0KeXwsTEBCsrK1q1asXt27dxcXHJ93pxOfDfvn1j+fLl2Nrayg0GMjMzef/+PQcPHhTUbxRB2aAMuXrjUVFRmJqaKt02LyQSCceOHSMuLo7Y2FiGDRuGWCwmKysr36CZkZEheCpoaWmhqalJiRIl0NLSEjxHNDQ00NDQKDYtKy4uTugLKA7Cw8OL7FvwV0JdXZ20tDS5mfKfRd26dbl+/brK28ujXm3bto0lS5awePFiKlSooLLGfV5IRR1SUlJYunQp7du3x8rKip07d+Ls7Cz3fefPnxdkHDds2CCTjiV1VzYwMCA0NFTIWg8dOlRoUi+40P/27ZuQ6WzVqpVcoYWjR48SFxdH9erVFTbaikQiJk+ezOzZs9mzZ0++iqoyWFlZMX/+fIVZacg129q7d68gK1q9enVevXoFIIg0QG71ZNeuXdjY2BAUFCRc+8qVK7NkyRJsbW05ePAgnp6eREdH4+Liwtq1azE0NKRhw4a0bNmSESNGCOciEomYMGECkZGReHl5oampycyZMylVqhTBwcE8fvyY6OhosrOz0dfXp1GjRgwYMIA6deooVQjMqwpVFNSpU4eTJ09iZWXFrVu3WLp0qUIqXXEgzyCvIKpVq8a4ceMQi8U8f/6cy5cvs2fPHoyMjBg2bBivXr0SaKseHh5FWjjVrl2bhIQEIiMj5QYWaWlpSumODx48kBtUSCFt1Jd6ruQNEFJSUtDR0aFXr15C8GBgYEBOTg4rVqygXr16jBo1qshVzezsbLm0VGnSrlq1anz8+JHAwEAmTJhAv379uH37Nn5+foSFhXH//n3u37/PqlWrqFq1Kt26daNLly74+voK6luyULp0aSHRJvXDAgSfrKLixYsXnDx5krFjx9K4ceMiv/+/DceOHePVq1e0bt2aY8eOCUINNWrUoH79+gwfPrxQouG/Gf/YwCInJ+eXcekLwsvLK59L6K8KKgDB/0LZuYtEIkaPHk379u0F1+CZM2dy5coVgUqQnZ0t8KClrsHSRb5EIuHx48dCMPH69et8+27ZsiXW1tZYWVkJk9SXL1/kqk0VlQOflJTE8uXLmTVrlsIKg5aWFr/99hvdunVTKbBQxffAwMCADx8+FCmwkEgkHDlyhAoVKjB9+nSWLl1KeHg4mpqarF27lkaNGqGvr8/jx4/JysoSXMMzMjLIysoiIyND+Hd2djZZWVlkZWUppHYVPL5IJEIkEqGpqcmLFy9ISkoiKioKXV1ddHV1BV609N9SlS01NTXhvdJ/v3jxgsqVK/+lVYKioESJEkLZ96+Aurq6ytc673sKUq+kzr7btm1j1qxZlC9fvsg9Ni9fvgRyFdhmzpzJ4cOHmTdvHlWrVpU7iYeGhgreJdOmTctn1Ae5ijQnTpwgKSkJV1dXdHR0sLe3F/pK+vXrh4ODA8+ePePp06cCNfTVq1esWrUKS0tLRowYQZkyZWQuHrOzs9myZYtwDZRlHwcNGsSSJUt4//49fn5+9OrVS6Vro6mpyZAhQ1i9ejUrV66UOQ6+fPlSGNfs7e2FpmPpYjHv4mzJkiX4+vry/v17XFxcClH/SpUqxcyZM5kyZQq7d+/Gzc2N+Ph4Xrx4QXh4uNATJjWCk44ZtWvXZsWKFTx+/JglS5ZQqlQpjI2NadmyJaNGjSpypjE7O1toQFeVCpUXTZo04dChQwwZMgRfX99fOidB0ZWC1NTUBPna9PR0bt++zZo1a7h27RoSiYSRI0fKVGB79+4dfn5+ZGRkkJ2dLdDPIPeaP378mKioKLnH/fHjh9IATpXkE+RWB8eNG1foXo+NjcXLywtra+tC71m9ejV79uzB0dGRCRMmYGJiotKxJBIJ9vb2vH37lpIlS6Knp5fvPKVJum7duuHi4oKnpyd79+7l9u3b7Nq1C2dnZ6Fa5Ofnx61bt/j06RMHDhzgwIEDqKur8/nzZ6GaocgPIe8zd/v2bbp166ZykJSVlSWI1bi4uPzH+/f+E8jJyeHJkyfcuHGDt2/fMnnyZG7dukW9evUQi8X07NmTmjVrFjnw/G/CPzaw+Pbt2y8pI+Xk5ORbLH/58kVobpSWw38lWrVqxc2bN1U2kJGWdjdv3szq1auFQKEgYmJiGDt2LI6Ojnz79o3Lly/z8eNH4XVNTU06dOiAtbU1vXr1krlA19TUVEj9KQoH/vjx4/Tp00cpbUmKX2EwJ0WjRo3w9vZWutiJjY1FT08PXV1dDhw4QLVq1YQJe+rUqZw4cYIZM2bQsGFDQkJCiI+PZ968eX9pg1VOTg7Z2dmkp6eTkZFBSkpKvp+4uDjh31J6kVgsLvT7+/fvQO7kmTe4kEgkqKurC8GKrq4uOjo6QrCSN4iR/vtnS9xSLw1VTMuKi5iYmCJp0suDSCRixYoVxMXF4e3tzdixY/Hx8aFFixYqvX/r1q3C4kxLSwttbW0mTZpETEwMDx8+ZPny5UyYMCGfk3dcXBwjRozgx48f/Pbbb1SsWJEPHz6gq6tLUFAQN2/epEqVKsyaNYstW7YI91/37t05cOAAkydPpmzZsnTv3p2LFy+yb98+6tevj7m5OTt37mT16tV4eHjQrFkz6tWrJzSj5g1yzp8/T2RkJOXKlVPYAyJFeno6nTp14syZM+zcuVPusyYWi/n48SMaGhqCDLO5uTkJCQk4OTmxYsWKfBnolJQUxo4dy48fP7CwsMinXCcrsNDT02PLli307duX3bt3079/f5ljxJEjR3j79i1Xr14lKioKDw8Pbt26JZhrtm7dmri4OEqUKEGLFi3o1KkTlSpVIjMzk+zsbFatWvVTC4Vv374hkUhQU1Mr9n3auXNntm3bxtSpUzl16hRmZmZFpuvJw894G2hra9OxY0ccHR159+4dJUuWpEqVKly6dIlWrVqhra3NyZMnCQsLo3z58nTo0IGSJUuioaGBv78/d+/exdHRUSVlqPT0dKXjkaqmm/Xr15e5r0qVKikULpE+z1u2bEFfX59JkyYpXYvs37+fQ4cOoaamxuHDh+nQoYPcJN2aNWvo0aMHM2bM4M2bN3Tr1g0HBwfs7OwYN24c48aNIz09nT///BM/Pz9OnDjB9+/fuX79OtevX2fBggUYGRnRo0cPunfvTps2bYTP6ePjk++ZGjZsWKGkpDx8/PiRffv2YW1tXazezn8yxGIxYWFh3Lx5k+joaKKioqhXrx6rV6+mTJkyAoX0X+TiHxtYxMbG/vRCRfqQyZKAmzRpEk5OTj+1/4LIysri5MmTODo6Ful96urq2NraYmFhQffu3WVmHKWL8bzNYSVLlqRr165YW1vTvXt3pc3AGhoav0zL/cWLFyotUKT4FQZzUtSvX5+UlBSZfRbSAfnevXsYGBiQlpZGUlISbdu2zWd6JDVlk0Kq8/5XQ11dHXV1dSErV5zspjJkZ2eTmpqa7yclJYXU1FS+fPmS7/+pqalC5SVvcKKhoUHJkiXR0dHJ9ztvwAK59/z9+/epWrUqHz9+FIIYbW3tX5rRiY6O/mWNg2pqamzbto34+HiuXbsmZIkV9UZAbnWzbNmyGBsbExoami8zWKVKFaytrWnTpg2rV6+mW7duvH//nmfPnuHv7y8ogjg5OVG9enUOHjyIWCzG2NgYJycnKlSogFgsznfNunfvjr29PTExMZw7d0547dSpU8ybN48rV64wbtw4qlevzrx581izZg2rV68mLS0tX1AhkUgEBZ+pU6fKzUK+efOGS5cuERkZiZ6eHo0aNeLMmTPcunWLKVOmULp0aUFNRkof1NDQoGzZsqSlpZGcnEzLli3p378/VlZWlClTBkdHR1xcXChVqhQSiYR58+bx6tUrKleuzO7du/N9XqmQQsHzs7CwYOzYsRw4cIBZs2bxxx9/CPffhw8f2LRpE7///jtr1qwROM6dO3cmJCSELVu2cPbsWe7evcvdu3cxNTVFR0eHyMhIvn//Tu3atdHU1Pzpe1VKgypfvvxP7Wvo0KGcP3+ey5cvs3jxYipVqlQkOWx5+JnAAuDSpUu8e/cOgJ07d1KzZk1ev36Np6cnaWlpdOjQgcGDBxeivzVu3Jhbt24xf/58vn37BuR6NEmd2qWIj4/nyJEjhIeHIxaLadSokdxgv02bNpQoUULwsJAFHR0duQpHkHsdcnJy5H5XVapUYfXq1QQGBrJs2TI6deqEtbW1zIpkcHAwDg4OQG6FrVOnTgAKk3QdO3bkzz//xM7OjjNnzgjVoJ07d1K3bl20tbXp0qULXbp0AXL7X/z9/fHz8+Pu3buEh4cTHh7O1q1bKV26NJ06dcLAwIA9e/YUStxJk5LKvJb8/f3p0qXL/1RQkZCQgLe3N2/evKFevXo0adKEr1+/MnLkSPr06fO3YAP8HfGPDSw+f/78U4GFtCFZHn1ClqNuUSGRSEhPTyc9PZ20tDTOnj2Lvr4+0dHRvHnzRvh73t8F/5aRkSH8X8rtVYauXbsyadIkLCwsiqTuIKWrJCcnK3TIVoakpCRhkVkU/KyfgRQikQgrKyv279/P1KlT+fLlC7GxsYSEhPD161dB0auorun/LdDQ0KBMmTI/pTqVmZlZKDhJTk4mNTWVT58+CdllTU1NNDU1+e2337h37x4/fvwQNPQLBrHSaoo0+NDR0UFHRwdtbe18lRXpb11dXfT09Pj69SsBAQEK+xeKCk1NTWGiffjwIQMGDMDPz0+mzrhYLGbFihUYGRkxfPhwhapQ5cuXx8XFhd27d2NiYiLIV5YsWZKzZ88KAaysimZsbGw+Z1ZNTU369evH1q1b6datGzVr1uTKlSt8//6dChUqMHLkSGHbKlWqMGjQIJycnDAyMsq33+vXrxMWFoauri4jRozg5cuXfPr0ic+fPxMfHy/8VK1alQ4dOjBlyhRhXLl//z5XrlyhbNmyrFu3juzsbDIyMtDV1S00fiYmJnLt2jUcHBzQ19endOnSZGdn4+TkxObNmzlw4ADe3t6oq6uzd+/eQkG19J6SNa64uLhw9epV3r59y5o1a1i+fDkHDx7k6dOnzJo1SyY1pEmTJnh5ebF48WK2b9/O4cOHCQsLIywsjJo1azJz5kxGjhzJ4sWLC723qIiLiwOK3l8hC3Z2dnz79o179+4xY8YMKlSoUGSzt4L4mcAiOTlZSMKNHz9eoBCpyr23sLCgQYMGnDlzhosXL5Kens6xY8dIS0tj2rRpbN26FZFIRI8ePZg6dSqpqals3LiR4OBgpk+fXohOt3PnToVBBeT2avTt25ejR48WqnBIvTK+fPlSyOy0INq3b0+bNm3Yu3cvDg4OTJgwIZ9C5efPnxkzZgxZWVn07dtXMLxUBfr6+nh5edGzZ0/s7Oy4f/8+7du3Z/Xq1YwZM4akpCRu375NRkYG9erVo169esyePZvv379z48YN/Pz8uHr1Kl+/fuX8+fNyjyNNGjk5OWFlZSU3mBo5ciRubm7Uq1dPIdXqvwFJSUkcP36cqKgo+vTpQ4MGDQgICODLly9MmDDhv/7z/yxEkqISk/8mOHz4MMbGxkqziLKQk5ODqampQrOasmXLMm/ePDIzM2Uu8uUFBHm3UcXd+q/Anj17is3BffLkCXv37mXFihXFpvyIxWIcHR2LLXVakJ5WVIM5qbJPcHAwtWvXpnLlylStWhVTU1NBL/1f/D2RnZ3Njx8/8v1IA5e8QUlqaioPHz4UlF1mzJjxlwg5fPv2DUtLS8LDw6lfvz5XrlzJR3vIzs5m8eLFtG7dWqh4jRs3jnPnzrFu3TqFVMpt27axaNEi1NTUOHXqlNLFYVBQEK9fvxbcr2VhyJAh+Pv7M2LECLZv317o9VWrVmFhYUG7du2Ev/Xu3ZvAwEAaNmxI586dMTAwoHz58lSoUAF9fX3Kly9PrVq1ZD6DN27coH///pQqVYrnz5+rlJCQSCS8evWKHz9+YGRkxNWrV3n06BG7du0iMzMTFxcXmUpThw4dYvbs2fTo0YMTJ04Uet3X15dhw4ahpqaGlZUVlpaWDBkyRGUqn1SLf9euXYKCU9myZTE0NOT48eM/FRScOHGCqVOnYmFhoXCRpwpev36Nt7c379694/Tp0+jp6XHx4sVie1oAHDx4EBsbG7nXVhHmzp3L/v37KV++PCEhIcVOSr17947ff/8dbW1tYmJi8PX15ejRo8yfP79QkCJ1JZfSqKRBaEhICN26dSMrK4uxY8dy9erVfPN8tWrVGDNmDDt27CAhIYHq1atz7Ngxobfm3bt3eHh40Lp1awYPHlykeefLly9s3rwZPT09Jk+eTKlSpejTpw93796lQYMGXL16tdjeRB8+fGDGjBkCdc/S0pJFixbh7u7OqlWr5AZAYrGYR48esXv3bpW+1wsXLiispCQmJrJ582YWL16cL8nx34KUlBROnjzJq1ev6NKlC3FxcTx69IgmTZrQq1evX0K3/V/AP7ZiERsbS9u2bYv13qCgIKUOmImJiSxZsqRY+5cFdXV1gUusrq4umM9IXblTUlJo1qxZviytjo4OJUqUELS1nz59qhJVSVWOqSyYmZkxceJEVq1ahaura7H2IZVaS0tLK1LFRIri+hm8ffsWX19fMjMz6d27N9OmTfu3VPkPg4aGRj4FE0VYtGiRQDH4q1C+fHnOnDlDjx49ePnyJUOHDuXcuXPo6uqSmZnJwoUL6d69e74Gb2mfkqJFSUBAgJAJX7VqlUoZ5+joaKXP9ty5c/H39+fChQu4ubkVyu5bWlri5eXFuXPnkEgkxMbGEhgYiJqaGp6enkVWeOnYsSNGRkaEh4dz/PhxlbwVRCJRviDQwsKCOXPmkJmZSc+ePeX2DcijQuX9bNbW1ly8eJHnz5+zZ8+eIvUHlStXDgcHB2bPns2xY8fYunUrb9++5eHDh5iamjJixAhmzZpVLEUmKRXqV1Ab37x5g6GhIfPnz+fr16/cunWLwYMH4+/vX+xMqqqqUAUREBDA/v37gVzRgZ+pdFevXh01NTXS09OJjY2lZ8+eNGzYkJo1axbaVk1NjcGDB2NmZsbq1avp1asXrVu3Zvz48WRlZdG7d282bdqEWCyWmaQaNGgQQ4cO5c2bN1haWrJnzx66du3Kpk2bsLe3p0aNGkU+fwMDA1auXElQUBAuLi68f/+eu3fvUrp0aQ4fPvxThqc1atTg/PnzbNu2jRUrVuDr68uDBw8YNWoUJ0+eVCgx3bx5cyIjI1UKLJQ1vpctW5YRI0bg5eWFnZ1dsT7L3xE/fvzgzJkzhIaG0qRJE8qXL8+tW7fo0aMHQ4cO/Z9uxC4O/rGBRXx8fLEjZlVVI/T09Pjtt9+oU6cO1atXl7no19HRISoqijt37lCyZEkaNWrE77//Tp06dQQuuba2ttIJzs3NDXNzc6Hx8MuXLxw9epQDBw4I3FXInQDklauL0uCsCI0bNxaMXoorJaehoUFMTMwvl0WU4vPnzwIl5sGDB9y8eZMaNWowZswYuQZh/+K/C6VLlyYyMvIvr0LVqFGDU6dO0bNnT4KDgxk/fjw7duzAxcWFQYMGFUpwKAssXr9+zfjx4xGLxYwePZpp06apdB6xsbFKn6fWrVtTs2ZN3r9/j6+vbyHZ2Hr16qGvr8/ixYtRU1Nj/PjxQC53vzjPulR61sHBgd27dzNp0qQiBfMSiYTZs2eTnJyMnp4enp6ect+viAoFCMZ/5cqVIyIiAjc3NxYtWlTkz6Sjo8OECRMYO3Ysa9eu5cSJE7x//569e/eyb98+evfujY2NDc2bN1d5n7+SCvXy5Uv69OlDiRIlOHToENbW1oSGhgp0veIEL8oM8mQhMTFRCALbtWtHmzZtinzcvNDU1KR69eq8f/+eyMhIKleuLDOoyAtjY2NWrVrFunXr2Lp1K+/evaN69eps2bIFkUgkN0llaGjItWvXGDNmDLdv32bEiBFYWFgwe/bsYgUVeWFubs7bt285cOAAAE5OThgaGv7UPgHBp6Jz585MnjyZ58+fs2nTJkxMTGjRooXC669qslGV7SQSiVyjvn8a0tPTOX/+PA8ePMDS0hJdXV2ePHnChAkT/ufN/n4Gf41e6/8BpAobxYGqD1lKSgohISGcPXsWb29voqOjqVOnDsOHD2fcuHEMHz6cVq1a8fbtW3bu3ImXlxe2trZ07NiRWrVqUbFiRUqVKqVS1mzy5MmcPHmSffv2MXbsWExMTFi2bBnv3r2jVKlSTJw4kVu3buHl5SVIi+ZFURuclWHEiBEcOXKkWO/dvXs3tWrV+st4iMnJyaxbt44TJ06wefNmUlNTWbx4MTNnzvw3qPgfwqRJkzh8+PD/iYmhiYkJJ06cQFtbGz8/P7p27cqoUaNkVk2l5yNrfEpMTGT48OEkJSXRpk0bNmzYoPJC/Pv370pL8WpqakIzr6wMpZ6eHhkZGWhraxMZGcnly5cB8nG/c3JyOHXqFG5ubty+fVvpeQ0bNgw9PT1ev36t0vZ5sXXrVi5fvoyWlhajR48WvCpkQVqxkBVYiMVili1bxuTJkwXHZXd3d0JDQ4t0Pnmhrq4uKL9cunSJHj16IJFI8PHxoWvXrvTq1QtfX1+Vqsi/MrD4/PmzEGCWLl2akydPUqtWLd69e8eQIUNITk4u8j6lTcdFqVgsXLiQT58+UbduXSwsLH6J9KgqylAFUbJkSfT19bl9+zbq6urs2bNHpaRj2bJlOX36NOPGjROMUX18fIrdwC7F48ePhWz+3LlziYmJYdWqVcI98LNo2LAhN27cEJyanz9/zpAhQ/jzzz/lvkequihvrBGJRFSrVk2lpOSbN29+ymPp74InT57g7OxM2bJlmT9/Pg8ePBC8h/4NKn4O/8jA4mfbQlR5yCpXrsyGDRvo2bMnJUuWJDY2lqNHjzJu3DgMDQ3p2bMn69evx8HBgVmzZilshM3JySEwMJBTp04RGBhYaCEk1c2+du0atra2gsts8+bN2bJlCy9fvmTDhg2YmZkJDc4FOZVVq1ZVqupQFNSsWRNjY2NWrlxZJKWoM2fOEBcXx9SpU/8yGpKUNjZ//nxcXFwYOHDg/6Se9v86ypcvT/PmzRVOqBkZGcVaaMlC69atcXd3RyQSERERgY+Pj8ztpONTwcAiOzubcePGERERISg/KTP7youUlBSVMoWDBw8Gcmkq0l6BvBCLxYSEhLBp0yYkEgk9e/YUqEnfvn3D2dmZxMREBg8ezOXLlwkODlZ4vNKlSwtGgrt27VL589y5c4dly5YBuQmR33//XZBJlgVpxUIWpcTNzY3WrVvTokUL+vbtS58+fcjOzmbWrFk/tVA0MDDg8+fPtG3blhMnTnDnzh1GjBiBpqYmQUFBDBs2DHNzc44cOaIw2/+rAgup/0Pee6tSpUqcOXNG6HEYO3ZskSoP8P8rFqpeK2n/g0gkYvv27WRlZf0U1UcKafVRkZdFQYSHhwsO305OTrRu3Vrl92pqamJvb0/Lli0RiUQcOHCAgQMHkpCQUKTzliIuLo7Ro0eTkZFBz549WbJkCS4uLnTv3p1Vq1Zx/Pjxnw5cIFdoZcWKFfj4+FC9enWSk5OxtrZm5cqVMvcvVV0Efjop+fbt22L1tv6d8P37dw4ePMj8+fOpU6cO69evp1OnTowZM+Yv80f7X8I/8gomJib+FJdTlYds3bp1TJw4kWPHjvH27VvOnz/PzJkzqVevHjk5Ody5c4dVq1Zx4cIF+vTpw6xZszh//nyhidHHxwdTU1N69+7NpEmT6N27N6amppw7d45r164xatQoGjZsiIuLCx8+fEBPT4969epx9uxZrl27xujRowstmvv06UNYWBgXLlxgz549XLhwgdDQ0F8WVEgxceJEzMzMcHBwIC0tTen2t27d4sGDB9jb2/9yTqJYLBYM46S0p3/xv43U1FSCg4PlGiG+efMGV1dXtm7d+ktklKOioggKChJ6rzw8PNi6dWuh7eRRoRYtWsTNmzcpWbIkx44dK/IiMyMjQ6XeE6ksYnZ2NmfPni30+owZMzh9+jTHjx8Hcvsknjx5wvbt23FxcWHo0KFMmjSJWrVqMXr0aO7evav0mJMmTQLgypUrvH//Xun2cXFxTJgwgZycHAYPHsyECRPQ1NRUqOYjjwp14sQJNDU16d+/v/C39evXo6+vT2hoqGD8VxwYGBjkC84aNGjA9u3befLkCXPmzKF06dK8fPmSmTNnYmZmxubNmwvNATk5Obx9+1b43MWtsGVlZbF8+XKZ/TiGhoacPHkSXV1drl+/zqxZs4p0zxfFIC8+Pl6ocM2aNYvWrVsjFot/yTMmDSxUrVikp6czfvx4fvz4QZ06dQQzRVUhFotxc3Njx44dHDt2DD09PcE0LiIiokj7ys7OZvz48URHR2NkZMSOHTuERWqLFi3YuHEj6enpzJ8/n0ePHindX05ODomJiURGRvLkyRMePHhQ6N5q3749f/75J0OGDEEikeDm5kb37t0JDw8vtL9flZRMSkr6RzduS+W1R40aJfRi2dnZ0bJly//0qf3X4B/ZY/Hly5efzvwURdq0RIkSWFhYYGFhwapVq4iKimLt2rU8fvyY9+/fExMTw+HDhzl8+DAaGhq0bNmS7t27o6mpibOzc6EKy6dPnwopu7Rq1YqxY8fSr18/Pn/+zKZNm2jSpIlc453iNjgXFb179yYjI4Nz584JWUlZCAsL4/z587i4uBQpCysLSUlJ3L9/n9DQUGGiE4lElC5dmnLlymFsbCxogf+L/01IJ4chQ4YUekZycnI4d+4cMTExLF26lOvXr+Pv74+lpWWxj/fy5Uu2b9+Oo6OjIDm7fPlynJ2dqVixIkOHDs13fMgfWBw4cICdO3cCsGPHjiK5wkuhoaGhchVwyJAhhISE4O3tXaih+rfffhOMFJs2bUpOTg5+fn506tSJadOm5cvYNWjQgIMHDyo9Xr169ejYsSM3b95k7969QiVCFnJycgSTsXr16glVIC0tLYVKerKoUHfv3uXJkycsX74837WpVKkSa9asYdq0aaxduxYrK6tiZVkNDAxkVlGqVq3K8uXLmTdvHgcPHmT79u3ExMSwZMkS1q9fz/jx45k2bRoPHjzIN8csX76c3bt3q2RIVhBhYWGUK1dOpiM0QNOmTTl48CDDhg3D29ubypUr4+LiotK+i9K87eDgQGxsLPXq1RN6WCwtLbly5cpPZ7KLGlgsXryYp0+fUqFCBUaNGlXkasCmTZvo3LkzdevWpW7duoKy2Js3b+jSpQuHDh1SeZ5dsmQJf/zxB3p6ehw+fLgQi0FNTY1x48aRkJDA+vXr+fjxI71795a5L39/f+7du0flypXR19dHX18fDQ0NDh8+TGJiItWqVaNRo0Y0aNCAMmXKsGvXLhITEwkODubx48d06NCBFStWMHHixHzPRZ8+fbCysiq26mJqauo/nh1w/vx5DA0NefjwIUlJSaxcufKn1yz/Ij/+kYHFz3pYSFHchywuLo4yZcoItKY7d+7g7+/PtWvXCA8PJygoiKCgIKXHF4lETJo0ifHjx2NiYiL8vW7dukybNo1ly5axZs2aIvtB/Go8e/ZMoXzthw8f2L17N0uWLCl2OTwuLo7g4GCePn2Krq4u5ubmzJ8//x8/iP2Lvwbe3t4YGhoWkpj9/Pkze/fupWvXrowfPx6RSESfPn1YtGgRzZo1K1ZC4tGjRxw8eBBnZ2ehMXbu3Ll8+fIFT09PZs6cSbly5ejWrRtQOLCQGl1BbtVC3mJCGWSZb8nDoEGDWLx4Mffv3yciIiJf82hiYqKg5OPo6EiPHj3k7keq8BYdHS3TwyMvJk+ezM2bNzl48CCOjo5yFeFcXV25deuW4HgvHTO0tLQE5TtZdISCVKgPHz5w7NgxXFxcZPaxDR06lDNnzuDv78+sWbPw9fUtciW1bNmyCoOdMmXKMHv2bKZOncrJkyfZunUrL168YPPmzWzbtk1mdUJVQ7KCCAwMFO4xeejatStbtmxh+vTpbN68mUqVKjFz5kyl+1a1YnH+/HlOnTqFuro6np6eaGtrA9C8eXMOHz780wtPKbddlarXpUuX2L17NwCenp68fv26SHPl9evXSUlJyfc8NmrUiOvXrzNixAgePHhA//792bhxI2PGjFG4r5MnTwryzp6engoDLH19fVxcXLCzs8Pc3DwfvTEzMxOJRMLTp09ZsWJFoWeoT58+SCQS3r9/z+PHj9m9ezc/fvygdu3aVKpUiT/++IPZs2dz48YN7O3t8fX1ZevWrVSuXFnYx88kJd++fYuxsXGx3vt3wNu3b/H396d8+fK0adNGqLT+i1+Lf2RgERsb+8uadIvykCUnJ7N582YyMjJwdHQUzL86depEp06dWLNmDZGRkVy9ehVvb2/u37+vcH8SiYQ+ffrkCyqkMDExYcyYMTg7O7N27dr/WEQdGhqKWCymYcOGcrdxc3PD3t6+SMGeRCLhw4cPBAcH8+rVKwwMDGjbti2DBg36N3vwLxQiMzOTgIAAgVcNufdTQEAADx8+ZN68efkEGtTU1JgxYwY7d+7E3t6+SL0/f/zxB2fPnmXp0qX5KiMikYhVq1bx9etXTp48ydixY/Hx8eH3338X+NmvX7/m7du3jBkzhuzsbAYMGIC9vX2xPvO3b9+KFLQbGBjQqVMnrl27hre3t2BgBrk+NykpKZiYmOSTyZWHSZMmsX37dlatWqXw2llaWlK9enWio6M5c+ZMPoM+Ka5fvy7427i7u+cLDNu3b09sbCy2trbo6OgIstwaGhoYGhrmo0L9+PGD9evXY29vL7e/TSQS4e7uTps2bbh//z6enp6YmZkVKYmkpqamUkCnpaXFyJEjGT58OFevXsXDw0NucklVQzJZn0cVDB8+nNjYWJYtW8aiRYuoXLkyAwcOVPgeVQzy4uLimDdvHpAbWDdt2jTf60ZGRjx58uSnVAmlFYtPnz6Rnp4uBC4FER0dLQRMs2bNolu3boSFhakU1KSlpeHu7k5WVhbz5s0rdF0NDAy4cOECs2bN4vTp09jY2BAeHs6yZctkflehoaGC3Ku9vb1KiQMNDQ1GjhzJjh078imXrVmzhu/fv5OWloarqytVq1alevXq1KhRg2rVqqGvr49IJKJWrVrUqlWLfv36IRaLefv2LWFhYRgYGHD69Gl2797N0qVLuXbtGubm5mzatOmnqdISiYTg4GCVxoy/K5KSkjAzM6NTp07/6ADp745/bGDxM2ZAxcGRI0e4f/8+w4YNo1WrVnIH+dq1azN58mT09fWVBhagWPq2WbNmJCcn4+bmxsKFC4t97j+DL1++KB2s1dTUlDqUQi6f9c2bNwQHBxMZGUmdOnVo27Yt48aN+1cn+l+oDC0tLTp16sT169fp0qUL379/x8vLCxMTE1asWCHzXqpRowZNmzbl0qVLcqkkBeHv709AQADLli2T2dOlpqbGtm3biI+PJyAggH79+qGrqyt4Fri6urJhwways7Np0qSJ4CBcHLx7967IMqJDhgwRAosFCxYgEolIS0tjx44dQO7iUJXzqVevHuXLlycgIEAhh11dXZ1JkyaxbNkydu3axYgRI/LtPzo6mkmTJiGRSBg3blw++hiAtrY2o0aNYsiQIaSlpZGZmUlWVhaZmZlcv35dUIzS0dFh2bJljB49WqkcabVq1XBxcWHu3LmFnNmrVq2qEiVJU1OT7OzsQgFGWloa0dHRvH//nvfv3/Phwwfh32/evFG4T4lEwsePHwkKClI5sdWuXTuuXr2KmZmZ0m3nzJlDTEwMO3fuZNq0aVSoUAELCwuFnxHkBxYSiURw/DYxMZHpH1O+fHmSkpJU+izyUL58efT09EhJSeHDhw+FXOIhl641efJkEhMT+f33/9fencfFtP9/AH9N06K9LEWLuNbs+xIuwpWdm11Jdq4tlKiEtEjFzRblEu61i0hx7WXPVklZWihatGjfZub3R78536ZmaqYm230/H48eauaczzkzLc77fD7v97s7k/NUVFRU4/9VN2/eREBAACZPnoxBgwaJ/PlXVFSEn58f2rRpAzc3N+zatQtv376Fr68vFBUVmVUOSkpKsLW1RWFhIUaMGCEQwNekT58+CA4OxtatWwGU51CxWCx4eXnBysoKS5cuRVpaGj5+/IinT5/i8uXLyM7OBovFgpKSEsaNG4euXbtCRkYGrVu3hp6eHkpLSyEvL880Y1y4cCEiIiIwe/ZszJgxA9u2batV41sul4ujR4+iWbNm1d5k/N5169btq187/hf9kIFFenr6V62jHBsbi5iYGGzbtg0KCgpi7SOtutH8Tq2ilgfUt2HDhuHx48cICQkRuUa9adOmePHihdC67mVlZYiOjsajR4+QmpoKQ0NDjBw5Eq1ataLmdaTWpk6dio0bN6K0tBSPHz/G4sWL0bp162r3mTRpElxcXBAdHS10lrCigIAAPH36FJs2baq2yaO8vDz8/f0xaNAgxMfHIy8vT+B5/pp1S0vLOi1p/PDhg8SNL8eMGQNlZWXEx8cjPDwcvXv3xt9//43Pnz9DX1+/So+L6ixfvhxr1qypMTnW3Nwcrq6uTLJp7969AZRfsM6dOxeZmZno0qULUzxDGHl5+SqzlnPnzoW3tzeA8mUn48aNY8auiagSvTUtScrPz8eHDx+QnZ0NDw8PFBYWCgQQ/ACyLlauXIlZs2bBxMQEHTp0qPZvYqdOnXD06FGxxmWxWHB1dUVaWhoCAgJgZmaGS5cuiQxKagoszp49i8DAQMjKysLHx0fo/4MaGhp1rsDGYrHQvHlzREdHIyEhQWhg4e7ujvv370NVVRV//fUX87NSXFwsclYvJycHHh4eUFVVxdatW8W6uGaxWLC1tUXr1q3xxx9/IDg4GP3790dJSUmVG4JaWlrw9fWV+AaZnZ0dE6AoKioyr4Wfb6Svry+0UEleXh68vLzg5OTE/F1RUFAQ+P61b98e165dg5ubG3bu3Injx4/j7t278PHxkWhWqaysDAcOHECXLl0wZswYiV4f+W/6IQMLDocj0Xrjunr06BEGDRokdlAB/K+k7adPn4SWxxW3mR2LxcKAAQOwdetWrF+/XqJOstLAYrGwcuVK2NnZoWPHjkL/yM2aNQs7d+5EWFgYzM3NoaKighcvXuDx48fM1OO0adNqXKNNiLjYbDZWrVqFkJAQuLi4iLV8jsViwcrKCg4ODli+fHmVpO9bt27h3r17SE9Ph4GBARwcHMQaV1FRscaqae7u7jAzM6v1zFxKSgq6d+8u0T7KysoYM2YMTp06xSyF4C9DWr58uUR/Q/l3SWvSqFEjTJ48GX///Te2bt0Kc3NzaGtrIygoCI8ePYKamhqOHDkicolLdfjJ2/n5+WLfWOJwOLC1tRX6HP/vspWVFZKTk5GcnCwQOGRkZNQ4voqKCpo3bw59fX00b96c+TwzM5NZNlSduLg4ODk5wcnJCfr6+jAxMcGoUaMwYMCAKv/fyMvLQ1NTk1nKVRMZGRn4+Pjg8+fPCA0NZbpzC2soWV252ZSUFGYJn7W1tchGihoaGgKFUGqrRYsWiI6OFlpy9s6dOwJL6Sr2SiorKxP6f3RgYCCuX7+O2bNno2fPnhKfz+TJk2FgYABTU1N8+PBB6DZpaWm4c+eOxMuNZGVlhS7r1tTUREpKishlfioqKpg4cSIOHz6MpUuXAij/HlbOkZGXl8fGjRsxYsQILF68GImJiRgzZgxWrVqF9evX1/j3raioCLt378bIkSMxcOBAiV4b+e/6IQOLry0hIUHidaP8krYWFhZgsVgCwYWkdaMnT56Ma9euYe3atbCzs6tVZ9W6UFJSgpWVFTw8PODh4VEluNHT04OdnR0OHToEOzs7NG/eHP369cOCBQuk0hCKEGGaNGkCc3NzifZRUlLC8uXLsX//flhbW4PNZiM3NxfOzs7Q09PD77//jtatW0t00X3v3j2kpKRUu01ycjJ8fX0xZMgQpsqLJLlE2dnZtZql5V9EBgUFISgoCED5BWdNjfYqu3fvXpVEeVH4iau3b9/G7du3BZ7bu3evxJ3Sb9++jQsXLjA5Fra2tggICEB6ejrTs4PD4SAnJweZmZnIyspi/g0PD6/xYjcjI0PkEhY1NTU0b94cubm5+PXXX9GuXTsmgGjevDmz5r0yDocDDw8PkcdmsVjQ1taGjY0Nrly5gtu3bzNFMHx9faGqqgpjY2OYmJjgt99+Y773AwYMwKVLlzBv3jyx3jsFBQUcO3YMY8aMQVRUFNOdu/LfZVEzFjweDytXrkR2dja6detWbbCkqalZZcauNkRVhsrIyMCiRYvA4/FgZmZWpaBI5Vn91NRUeHl5wcDAAG5ubtXOPNakR48eUFRUFLnUqzY5M9Vp1KgRU3lLlC5duiA0NBSvX79G27Zt0a1bNxw6dAgzZ86scgOwf//+CA0NxYYNG3Ds2DHs2LED165dw4EDB6o0u+PnPz558gTPnz/HnDlz6rx8iF+KmHpE/Df8cIFFfn5+re521dbLly+Rm5tbq06MkpS0rcnw4cOhoaGBgwcPSrSOU1qaN2+OCRMmwNXVFRs3bmQSxp4+fYo3b96gYcOGGDJkCKytraXSKImQ+tKiRQuMGDECx48fR4cOHXD48GFYWFjU6m4mUH2eVEWV75yrqKgwQUbDhg0F/q38+Pv378Hj8YSu9RclMDCQubtbEZfLxYIFCyAvLy/236CHDx9i1KhRYh3T0dFR5PM19Trg96vJysrCtWvX8O+//0JdXR2GhoZMjwtPT08UFxfj3LlzsLW1BYfDwZcvX+rUOLV79+7o379/lZkHfr3+mJgY+Pv7Y9myZWKNx2azMXfuXGb9fGU8Hg/u7u4YP3485s6di4KCAty+fRshISEICQlBamoqLly4gAsXLkBGRgZ9+vSBiYkJBg4ciFevXkn02tTV1XHmzBmMGDECcXFxmDZtGgIDAwX+TosKLP755x9cuXIF8vLy2Lt3b7Uz5o0bN5ZKM0ph3bd5PB6WLl2KT58+oW3btti2bVuV/bS1tXHv3j0YGRnh2LFjePr0KRYuXCh2QFwRj8dDWloaXr16hVevXuHmzZvV/p7zc2b4/REkXbYojDgX4bNmzcLevXvh4uKCQYMGoV27dvD19YWamhqmTJkiEEypqakxsw8rV65EZGQkhgwZgk2bNsHS0hKvXr3C06dP8enTJ7Rs2RL9+/eHmZlZnVeHREVFYd++fRg1apTY+W3kx8bi1bWN9VcWHx+PkJAQzJw5s96PlZOTA3t7ezg4ONTpzjuHw6l13eiKuFwu1qxZg23btkl0t5N/QVJWVobS0tIaP6/4UfnxwMBA6OrqQl5eHm3btkXfvn1haGhIydfkh+Pq6oo3b97A3t6+TjlboaGhYlWC0dHRQWFhIbKzs+t0EaymplZjMKKuro5ly5YJ7bwN/G8pZkREhMDvLr+/RcV/+RfBgwcPRo8ePZjnKm9fWlqKoUOHVjt7o6GhgcWLFyM7OxtZWVkCH5mZmcjOzq5TozVVVVVoaGgw70NZWRnCwsJq3O/ixYs1JlF7eHigT58++PXXX8U6l4kTJ+LWrVtMFauKmjRpgsjISKE3yfid0YODgxESEoLIyEiB59XU1DBt2jSMHTsWRkZGYi+PffPmDUaOHInMzEwMHz4cx48fZ/ZNS0tjquRkZWWBxWIhOTkZ/fv3R05ODhwdHWFlZVXt+GVlZXB0dISzs7NY5yPKlStXMG3aNHTu3BmhoaEAyme6NmzYAAUFBVy/fh2dOnWqsl96ejo2btwIGRkZ9OrVC2ZmZmK9N5mZmYiOjkZMTAwTSLx69arW3bcBoFmzZkyicPfu3dGtWzeJVhrs3bsXPXr0EKuL+L///gtZWVlMnDiReSw8PBzHjx+HsbExBgwYUGVWLTU1FYsWLcKtW7cAlN9ssbGxwbhx46S2ZDk7Oxt+fn4AgLFjx+Ls2bMCFbDIz+uHCywePnyI4OBgdOrUCSwWi/mF4X9e8UPY4/zHKv/Hye8cWvHxkJAQ6OjooGPHjsxj1anLW1nTviUlJcjNzUV4eDiUlJTQuHFjoV3D+eNU/lxOTg6ysrJMidzKn8vLy4t8vuJjMjIyUFNTq9UMDiHfk+LiYjg4OGDRokV16ovD4XDQuXPnGvOp+BfxXC4XX758EViyU/nfihfbWVlZ+Pjxo1hdkSXFvyvK/zv4vVBSUhIImFRVVZmlXI6OjmjSpAkTPDx48ADFxcVYvXp1lRsuJSUlaNGiRZULez5RAZYwWVlZ2LRpE3bs2FHj3eT79+9j1KhRkJWVxePHj5GUlITU1FSoqalhxYoVSElJEetiHSivpnXlyhUEBwfjzp07Aj8HampqGDFiBExMTDBixIgaOyKHh4dj/PjxKCgowPTp07Fv3z6wWCxkZWUx+QqfP38Gm82Gqakpbty4gV69eiEkJESsO9e2trbVJuaLIzY2Fn379oWSkhL+/PNP5OXlwdraGmVlZfDw8Ki290BxcTHCwsJw8eJFbNy4UWDJ35cvXxATE4OYmBiBQEJUEr6MjAx++eUXtG/fHsrKyjh58mSN566vr4+kpCShv0u6urro2rUrE2h069ZN5A1Lb29vDBgwQKxZVC6XCzc3N1hbWwv8HSstLcWZM2cQGRmJmTNnQk9PD/Hx8Xjy5Alev34NdXV1fP78Gfv370dhYSE0NDTg4+NTpVqbpDgcDoKCghAaGorp06czRTVcXFzg5uZGRVv+A364wCI3NxcvX74U+I+w8h00YR+Vn5eRkRH44Ace/M9lZGTw5csXNGzYUOD5mn4p6vJLU92+cnJy0NDQgIaGBhQUFGitIiFSkJSUhN27d8PGxqZOs26BgYGwsLAAIHiTgP87LWkztMpsbW2xdetW5k5/TYHIu3fvRCaafmuDBg1Cz5490bBhQ2hoaDABRFFREU6cOAFHR8cqd035681ZLBYyMzMF/lZyOBysW7cOa9asESh7XVpaisWLF+Ps2bMiz4XFYkn0vTl//jzS09OrdDOvjD9bMWfOHOzcuVPguZMnT2LRokVQVlbGkydPBJqX1SQvLw/nzp2Dt7c3srOzBWak2Gw2+vXrxySAi6qSduXKFcycORMcDgdWVlZwdHREXl4e855//PgRp06dwqpVq9CgQQOEhoYKrc4kjI2NjUB/mdo4c+aM0OChZ8+euHbtWo3/x+bn5yMkJAR+fn5o2bIl0tLSEB0dXW2ujYGBAdq3b48OHTqgffv2MDQ0RNu2bZkZJUluHhQWFiIyMhLPnz/Hs2fP8OLFC7x+/Vrofnp6elVmNho1aoQdO3bA2NhYrNLCQPmysaCgIKFl6dPS0uDr64svX76gdevW6NevHzp27Mj8vXv9+jXMzMyY8vgzZ87Enj17agxSK+PxeIiNjcWhQ4fQs2dPDB8+XOBv6sGDBzFt2jSRPci4XC5KS0slKpJDvk8/XGBBCCHSdPXqVbx//55JBK6twMDAKvlUurq6EudTVZaXlwdPT89qcxcqE3d51uHDh9GvXz+BmyqVP+d/XVZWhg0bNsDZ2RnKyspVtgsLCxPrmKKWHe3evRu9evUSuvwjPj4e3bt3h4qKCpKSkqo8z8+BcHV1BVBeQWrOnDm4evUq5OTksHDhQgQEBAh8bzQ0NODt7S3R96asrAw2Njaws7MTuXyu4mzF06dPq/Ta4HK5+O233xAeHo6ZM2cyHZslcfXqVdy9exdjxoxh8jKio6MFtmnTpg1MTExgYmKCvn37Csw4HDt2jMkXcXNzw+zZs6GjowOg/G75+vXrkZ+fD2dnZ7E6d/OtXbsWHh4eEr8ePn6ALurivWIQWFRUhNevX+PVq1cCsxDCqknx6ejowNDQEC1atICmpiZkZGSQn5/P5O80adIErVu3Rp8+faokQNfl5kFubi4iIyOZQOPZs2d4+/at0Nepr68PJSUlDB06FL/99hu6desmVrGFY8eOoXfv3ujTp0+N21ZWWlqKrVu3wtnZGRwOB/r6+vD394eRkREOHDiAgoICFBUVVZk1rbxConHjxpg8ebLQalb8hpHCcrV4PB68vb1RVFSEdevWSXz+5PtCgQUh5D9v27ZtGDx4cJUKKZKSVj5VRZGRkQgNDWXKSop7HpIszxLXjh07MGTIEKGlb2s6Jt+CBQuwdevWKncm7ezssGLFCqGJr1FRURg4cCC0tbWZRnmVeXl5oXv37ujRowemT5+O+/fvQ1FREUePHsXw4cOZ783+/ftx6dIlTJ48mVkDLomIiAicPn0aTk5OQp+vbraCLzw8nOkJcuPGjSpdrMXh4+ODBg0aYM6cOQCAxMREJsgICwsTSMTW1NRklkwNGzYM6urq8PT0ZF6DpqZmlZyCtm3b4sGDBxLNjq9evRpeXl4Svxbgfz8/1c0sqKqq4tdff0VsbCzi4uJE5uNoaWmhffv2aNWqFaKiorBp0yZ07Nix2rvw+fn5SExMxNu3bxETE8M0hzU3N2dmfwIDA2FjYyOQR1Tbmwc5OTmIiIjA8+fPmQ9RjRWbN2/OzGh0794dXbt2rVIuu6ioCO7u7nBxcan1Xf8HDx7A3Nwcb9++Zcpzl5SUYN26dVBQUICcnFytV2VkZWXh5MmTQgOHkydPoqioCPHx8Vi2bFmdlqaSb48CC0LIf15+fj42btwIKysroV22v6WgoCAUFRXB1NRUov3qY3nWxYsXUVxcXKXUpzjHrPg1vzRmxT4EVlZW8PLyEnrh8vDhQ4wcORItW7bEs2fPhB77y5cvsLa2xqtXrxAZGQk1NTWcPHkS/fv3F9ju1q1bmDhxIvT09BAVFSX+i/9/UVFR8Pb2RqtWrbBmzRqBmYCaZisqWrRoEU6ePIm+ffsiJCRE4gs2DoeDzZs3Y/jw4VUSynNycnDjxg0EBwfj33//RWZmJvOcrKwsBgwYABMTE1y6dAl3794VOr6ky8QAMGXJKxcEKCwsRH5+PvLz85GXlyf086ioKBw+fFii90BDQwOGhoYCS5gMDQ0FZpM8PDwwcOBAsRKhK4uJicHp06eRm5uLiRMnwsjICImJiejatSvYbDbOnz8vlZsHfF++fEFERAQ8PDzQoEEDvHnzBnFxcUK3bdGihcASqq5du+Lt27dISEgQuxyxMHl5eVizZg0OHDgAoLwB7sGDBzFgwIBaj8m3detWWFhYQEVFhfl4+PAhHj16hAULFuDFixdITEzE7Nmz63ws8u1QYEEIIQCio6MREhJSp/+U64Ovry8MDQ1r1aBK2suzkpOTcfToUZFN52o6pry8PJYsWYKsrCyoqqrC29sbkyZNAiD8opTv5s2bmDRpEjp27CjyQjgpKQnGxsZIS0tD48aNcfbsWaFr1PPy8mBgYAAOh4PIyEihTT9FefnyJXx9fWFvb4/w8HAEBwfDysqK6b0wYcIE3L59u9rZCr6PHz+iV69eKCgogJ+fn8hgrTq5ubnYvHkzTExMRHZF53A4ePToEUJCQhAcHIzXr1+LPX6TJk3g5+eHoqKiKoGAsK+joqLQqFEjgUAiPz9fqoUBpk2bhhkzZqB9+/bQ1tauMSDLzMyEq6sr3N3da323/dOnTzh9+jTi4+PRvn17rFu3TuSyPGnYtGkT5s2bB319fWRnZ+PFixfMEqrnz58jPj5e6H4tW7aEkpISBg0ahKFDh2LYsGG1rnjH75eSlpYGWVlZbNy4EX/88UedgqioqCi8efMGBQUFyM/PR0FBAVRUVDBnzhyw2Wzs3LkTU6dORYcOHWp9DPLtUWBBCCEoL1fp7+9fY2Lu1+bu7o5x48bVepmWtJdniZOgW90xk5KSMH/+fDx48AAAMHfuXDg7O2Pnzp0YN26c0FKily5dgpmZGfr27YsrV65Uef7t27eYOHEikpKSoK6ujuvXr4tMXgYAY2NjPH36FAcOHMDUqVPFet0Vgwr+Uo33799j586dGDhwIJo2bYrRo0eLNVvB5+Hhga1bt0JXVxePHz8Wq7t5ZQUFBXB3d4eBgQEsLS1r3D4uLg7BwcE4ceJElVK29U1FRQXKysrMR8Wv8/LycP369RrHEKc0cGVbt27F2LFj69zo7cuXL/Dz84OTkxOUlJQQFxfHJHgHBQXh6tWrkJeXR1lZGVRVVdG0aVNYWlpK3Jxv48aNWLp0qcjEfn6wwQ80nj17JjK3RFNTE82aNUPr1q3RtWtXGBkZoV27dmjatGmN55WWloa5c+cyFdkGDBiAffv2ifWzLanz589DXV1doGwu+TFRYEEIISgvcxkWFlarO8f1ycHBAcuXL5eoDn59Wr16NbZv316n4KSsrAwuLi7MevyOHTti3bp1SEhIwIoVK6psz6+kNHToUAQEBAg89+LFC5iamuLz589M80NhjQErsrOzw549e2BpaYkdO3bUeL7Cggq+4uJi7N+/H76+vvjw4YNYsxV8hYWF6NOnDz58+IB169bVuvkph8PBgQMHkJGRgQ0bNoiVFyGq+lJlTZs2RbNmzYQGA5W/Dg4OxqhRo/DLL79UeU5RUbHa8xI3R4f/szJ27Fix8z8+ffoEHx8fbN68WaztqxMZGYlBgwZBQ0MDkyZNgo6ODj5//gx9fX3MnTsXSkpKKC0tZapRXbx4EdbW1hLNjNnZ2cHKykqiXIPMzEy8ePGCCTSeP3+O9+/fC91WS0sL2tra0NLSQtOmTdG2bVu0bNkSurq60NHRgY6ODtTU1ACUL2UbO3Ysbt26hYKCAqipqWH79u2YOnUqMwNU15sXkZGRuHv3LmxsbKgc7U/gh+u8TQgh9SEzM1NoNZNvLT8/v0qi5rekoqKC1NRUpopQbfCXVgwYMACLFi3Cy5cvsWTJEnTv3l1oYMHvQ1H5jv79+/cxbdo05OTkoEuXLvjnn3/EChT69++PPXv24P79+zVuyw8q7OzshF7oKSgooFevXkxzNnEqY/EpKirCyckJc+bMgbe3N8zNzWvVoIzNZmPJkiUICgrC+vXr4erqWuNFt7jdoX19fcWeIUhOTka3bt1qtZSFzWbDzc2NydGpiJ+j06BBA7x8+RKzZ89Gx44dmaZuNb1Waf5e8ysjqaqqwtPTE+Hh4VBTUxPo8C0nJwddXV3o6uqiXbt28PT0xOTJk8VezsjhcMRufMjXsGFDDB06FEOHDmUey8jIqDKzkZSUhLS0NIH+HSwWCwYGBjAwMEDTpk2hpqYGNTU1yMvLQ1FREV27doWpqSn279+PR48eYdGiRQgODsaOHTsQGhpaZemjjo4O3NzcxFpumZGRgfPnz8PJyYmCip8ENUMghBCUBxaS1m7/GvgNLr8HOTk5yM7OhrKyslTGGzZsGEJDQzFw4EDk5+cjLCwMy5Ytq9LQLj8/HwAEjnvt2jX8/vvvyMnJQf/+/XHx4kXo6emJdXHCT+iOiYkRSGyuLDo6mgkqRDUzA8qrigHA1KlTERgYiE+fPtV4DnwTJkyAkZERCgsLsWnTJrH3E2bMmDHo0aMH/vrrrxq3NTIyqjE41NXVhZGRkdjHr9gzqjbGjx8Pf3//Kh3JdXR0cOTIEURHR2Pt2rVQVVXFy5cvYWFhgYEDByIgIKDa48bExIjsnyApfmAhLy8PGRkZ9OnTRyCoqKx58+ZwcnJCSEgIjhw5ItYxuFyuWA0Ja9KoUSMYGxtjzZo1OHr0KKKiovD27VucOXMG9vb2GDNmDPT09MDj8ZCQkIDbt2/j5MmT8PX1hZeXF86dO8f05jh9+jTs7Oxgb28PWVlZnD9/Ht27d8fs2bOrVPL69OkTLCwsEBgYWO35lZaWYv/+/Vi1apXEy8XI94sCC0IIQfmds+8xsJDGBYa0ODs7w9LSUqp3gJs1a4bVq1ejb9++YLFYOHbsGIyNjfHq1SsA5Xdv+T0acnJywOFwcO7cOcyYMQOFhYX47bffcPbsWeac5OXlBUqtCtOoUSO0a9cOAETOWrx69QoHDhyoMai4d+8ebt++DTk5OWzYsAHLli2Dh4eH2BfYLBYLrq6uYLFYOHPmDJN7UluTJ09GbGwsEhISqt2OzWbD2tq62m0GDBgg0ZKWlJQUsZvpiTJ+/HimApGlpSUuXryIiIgIjB8/Hg0bNoS9vT0iIiJgbW0NNTU1REdHw9LSEkZGRjh79iw4HE6VMV+/fi21vICKgYW4VFVVsWnTJuTl5cHZ2bnG7TkcTr393jdu3BjDhw/H2rVr8ffffzMJ1adPn8aGDRswevRo6OjoMA3vzpw5g507dyIkJAQTJ07E6dOnYWxsjMaNGyM7O1voMfhL2davXy/0+8F39OhRjBs3rlazdOT7RYEFIYSgfMbie1pyBJTXppfkAqY++fn5oWPHjkJ7WNRFUlISAgMDcebMGZw/fx7a2tqIiYmBsbEx1q5di86dO+Off/4BAISEhKBVq1aYO3cuSktLYWpqimPHjgkskdLR0RHZ66Ii/qwFv3FXRa9evcL+/ftrDCqA/81WmJmZoXnz5mjTpg26detWJRekOl27doW5uTmA8i7rdbnrz2azsWzZMnh7e9c4TmhoKICqF8n8IO3UqVNiv46CggI0aNBAKp2TCwsLAQCDBw/GoEGDqgQ3mpqasLOzQ0REBNatWwc1NTXExMRg3rx5MDIywunTpwUuaJOTk+u0dK8iftAq6e+lrKwsli5dCh6Phw8fPlS7bW2WQtVFkyZNMGLECNjY2OCff/5BdHQ0YmNjYW9vj169eqFly5Zo1KgRE2xcvXpVoOu7MDweD8nJyUJ/vwDgzp07UFFREbo8LCcnR2iRBvJjoMCCEEJQ3sDpe8uxeP/+fY0Xtl/D06dPER8fj1mzZkl13JKSEmzfvp3pHzJ48GCEhoZi6NChKCwshJ+fX5VlFvy7pEOHDsWBAweqXOC1bNmyShdqYfiBReUZi5iYGLGDioqzFVZWVszjgwcPRkRERI3nUJG9vT3U1NTw/PlzJpCqLQMDA/Tu3bvavhD379/HuXPnwGKxEBISgosXL8LPzw8XL15EXFwcFi9eDABYvHgxHj58WOMxr127VqtGf8Lwl8LVtDxGQ0MD69evR0REBNavXw91dXXExsZiwYIF6NevH06ePImysjJkZmaiWbNmUjm32sxYVDRw4MAaL5r5Xe2/hdzcXPj4+MDFxQWqqqo4evQoHj16hIsXL8LDwwMTJkxAq1atxA58UlNTqzyWmJiIBw8eYO7cuUK3X7NmzXfxd4/UDgUWhBCC8juR30suA19iYqLYSbb1JTc3F4cPH8aaNWuk1giMb8uWLZgyZQoMDAyYx7S0tHDq1KkaGxWK6segr69f4x1h4H+BxYsXL5CXlwegPKjw8fERK6gAADc3NwD/m62oeA45OTk17l+RlpYWszTJyckJubm5Eu1f2ZQpU/Do0SO8fPmyynNcLpfpRTJ79mz06NEDgwYNwuTJk5kZAmdnZ4waNQrFxcWYOXOmyN4JfE+fPkXPnj3rdM58/BkLccvvamhoYN26dYiIiICdnR00NDTw5s0bLFq0CH379kVERITUbhrwA4va/q3o1q1bjb1EvkUSc2RkJBwcHGBjY4OcnBzo6+vjyZMnMDU1hY6ODoyMjLB27VpcuHAB7969q3G5IV/lv1/5+fk4fPgw1q5dW+Xvybt377BixQqMHj1aakEq+fq+n8W7hBBCBCQnJwtcdH8Lx44dw4QJE9CwYUOpjstPcBa2FOLBgwc1Xljzl1lUrliko6ODjIyMGo/fvHlz6OnpISkpCeHh4WjatCn27dsndlBx9+5d3Llzp8psBVB+YaipqYm0tDSBMsElJSUIDQ3F8+fPUVZWVmUfDocDTU1NpKamYtq0aTA2NmYuMoX9W7GjOf/riu9Ply5d4OPjA2dnZ6Z8KAD8/fffePHiBdTU1GBvby/09bHZbPj5+WHMmDF4/vw5pk6diqtXr4pcLvjlyxep/ayKqgJWE3V1dVhbW2PRokXw9fXF7t278e7dO7x79w79+vXDmjVrMG3atDrlL9R1xkJDQwM8Hg9lZWUiz6OugQWHw0FmZibS0tLw+fNnZGZmIisrC7m5uSgoKEBRURFyc3ORkpKC7OxsZGVlIS8vD9nZ2SJ/71RVVdGhQwd07NgRHTp0QLt27bBw4UKkpKQILQ/MYrGYgISPx+PhwIEDmDdvXpWfoxcvXsDR0RFGRkbUy+IHR4EFIeQ/j8fjSbU7sLRkZGRI7S5wbb1580ZoCdC6atasWZXqT3zClk+Iu13Dhg2RnZ0NW1tbsNlsyMrKMv9W/JCTk0OTJk2QlJSE/fv3Q0tLC3Z2dmL3C6mcW1FZz5498e+//6Jp06Z4+vQpPn36BHl5eXTs2BHDhw9HgwYNBH7m+D+DjRo1go2NDR4/foyVK1dCV1dX4OdT2L/CxtHQ0EDr1q0RGRmJTZs2wd3dHbKyssjJyYGTkxMAwNrautogSllZGSdOnMDw4cPx5s0bzJo1CwEBAVXyKD58+AAtLS2pLd8RdymUKGpqalizZg0WLlyIffv2YceOHYiLi8Mff/yB7du3Y82aNZg+fXqtZh3qGlgAQKdOneDg4AB9fX1Mnjy5ys8cl8tFcnIyuFwuOBwOuFwuEhISkJ6ejuzsbOTn56OwsBCFhYUoKSlBaWkpZGRkmA9ZWVmoqKhAVVUVKioqKCgoQEZGBlJSUvD+/Xu8e/euyhJDPjabjTZt2jABBD+Y0NfXrxLwbNu2DRYWFgIBLvC/wMjV1VVgVuLChQvo2rUrOnbsKDDO7du3ceTIEbRo0QKrVq2isrM/OAosCCH/efn5+VIroSpNOTk5aNSo0Tc7flJSEjQ0NGrVEVocDRo0YJpqVSTu8i9h2xUUFKBRo0ZYs2YNSktLUVpaipKSEpSVlTFf8z8+fPjAdC329vYWe113xdmK1atXC92mR48e8PDwQF5eHmbPno1evXqJldhsaGiI4OBg3Lx5E0ePHsWxY8fEOidROnfujJEjR8LZ2RmOjo7w9PREWloaWrVqhUWLFtW4f9OmTXHy5EmYmJjg3r17WLFiBXx8fAQu/q5cuYJ+/frV6TwrknQplCiqqqpMEAcA3t7eSEhIwPLly5kAY8aMGRIFCbVN3q7IzMwMHz9+xL59+5CYmFglsGjZsiV8fX0hIyMDFouFjIwMqKmpoX///tDX14eKiorABz8A+/TpE6Kjo/Hy5Uu8fPkS0dHReP36NRMMVaajoyMQPHTo0AFt27YVOwGfXx5YWB8LV1dXgT4WkZGR+PTpE2bPni0wRkBAAJ4/fw5VVVU4ODh8N8UqSO1RYEEI+c8rLCxEfHw8cxdaUhWXoVReqlLTdpX3qfhYWloaTp8+DUVFRYE778L+5X/w78iL83VN2wYEBMDY2LhW70llnz59wq5du1BWVsbcxSwpKUFWVlaVAIHfY6G6LswsFktoucs3b95AT09PrNLB6urq2Lt3L+Lj4yVag8//OTE3NxfZUblZs2bw9PTE2bNnkZiYyJRQrQmLxYKLiwsGDhyIS5cu4fbt2xg8eLDY5ybMyJEj8f79e7i6umLfvn0AyksHi3sR17FjR/j7+2PKlCk4efIkWrRoIdAl/PXr1zA1Na3TOfLxeLxaL4US5vXr12jbti1MTEwwb948/PXXX/D29sb79++xcuVKeHh4YPXq1Zg1a5ZY74c0ZizYbDaaNm2KgoIC9O7du8rz/CaRkZGROHz4MAoKCrBhwwYmAMnNzcWrV69w584dJoB4+fKlyPKvKioqMDQ0rDILIY0qeOPHj8eYMWOq7bydkZGBgIAAbN26lfkbx+PxcOjQIRQXF4PL5WLRokXf9CYKkR4KLAgh/3lNmjTBwYMHa7Uvf+lJ5aUplS+IhS1nqfi5sMc4HA6zHpv/weFwUFpaCg6HI/B4xef4X5eUlKCgoKDKdsLGqfg5/98vX74gLCwMd+/eFfraxVmywD//6OhomJiYwMzMrMb9KnZhFrbMgv9empubY+XKlXBwcGDWq/PPXxzt2rWDpqYmsrKy8OLFC6EXeZVVl1shzKRJk2BlZQVTU1Ox7wQbGhpi7ty58PX1xfr163Hnzp069zWYO3cu+vbti5KSEhgbG2PkyJES7W9sbAwvLy+sXLkS27ZtQ4sWLTBjxgxwuVxwuVyplWrmz1YAtV8KVVFSUhLTCVxZWRnLly/HvHnzcOjQIXh7e+PDhw+wsrKCp6cnrKysYGZmVu33qa7J23yRkZHVzpCdPn0aDx8+xOTJk5GcnIwDBw4wQURiYqLQfWRkZNCmTZsqsxDNmzev1ypTbDZbZHf20tJS+Pj4VGmCd+LECebzgQMHwtDQsN7Oj3xdFFgQQkgdCJuZIFWlp6cjMDAQx44dEyu4qG6ZxdatW/H48WPs3bsXf/75J8LDw/HXX39BW1sbPXv2xN9//w0Oh1NjFSsZGRn069cPwcHBuH//vliBhTizFZWP0bVrV1y9ehXjxo2rcXu+9evX4/Tp04iOjsaRI0eEluaURFhYGN6+fQsWi4W5c+fW6mfWwsIC8fHx2LlzJ1asWAE9PT3Iy8vXuSleRRUDC2nMWGRlZVUpNaukpIQ//vgDc+fOxeHDh/Hnn38iKSkJa9asgZeXF1atWgVzc/MqHcAB6cxYAOXB47Fjx/D27Vs0aNAAwcHBCA8PR3x8PLKyspCfn4+MjAz4+fkJ3b9p06YCwQM/oVrYOX9L/CZ4FX9XgoODkZqairZt2yIhIUHiIJd831i87zFjkRBCyE8pICAA8fHxsLS0FOsuKofDEbnM4vz581i2bBny8vKgra2NQ4cOwcjICB4eHhgyZAh69epV4/i7du2Cg4MDTExMBO6iCnP37l2MGTMGcnJyePr0qViBBVB+MWptbQ1PT0+JZh4OHDgAGxsbNGzYEE+fPq11Z/iysjL8+uuviI6Ohrm5OVgsFhwcHGrVK4DL5WLu3Lk4f/481NXVMXPmTEybNg3dunWr1blV9uHDB3Tu3BkKCgpiJ/FXhz8bUd3PWlFREfz9/bFz506mWlmzZs2watUqWFhYMBfrHA4Hy5Ytw/HjxzF69GgcPXpU4hLMeXl5iImJQXR0NB4+fIhr164hOzsbxcXFQrdXUlJiAoeKMxHf+7KhL1++ICAgACoqKpg3bx7z+P3793Ht2jWMGTMGAQEB2LRpk9TLWJNviwILQgghX1VwcDBevHiBhQsX1vmi4s2bN5g9ezZevXoFNpuNTZs2YcSIEQgICBDIAxDlyZMnGDZsGDQ0NBAXF1ftBei4ceMQGhqKuXPnwsvLS6Lz9Pb2RpcuXTBkyBCx9ykrK8PAgQMRExODJUuWwNXVVaJj8h08eBBr1qyBpqYmnj59ivT0dOzduxfu7u61uvNeWFiICRMm4NGjR1BVVcWDBw+gq6tbq3OrLDY2Fn379oWGhgYSEhLqPJ61tTW2b98u1rZFRUU4evQodu7cieTkZADlMwMrV65EkyZNsHHjxiqzZ25ubgJJynwcDgdxcXECidTR0dEi+4HIyMigVatWAsFDx44dYWBg8M2a5dVGbm4uLl68iKSkJEybNg1dunRhnouKisLx48cxb9487NmzB46OjgJlkMnPgQILQgghX92NGzdw9+5dLF26tM75A/n5+bCyssKpU6cAAL/88gs8PT0xdOjQGvctLS2FgYEBCgoKcO/ePWY9fmVhYWEYO3asxLMVfLm5udi0aRM8PDwkWoZ048YN/P7775CVlcW9e/fQtm1biY6bnZ2NHj16IDMzE9u3b8eCBQsAAKGhoQgJCYGzs7NE4/F9/vwZw4YNQ2JiIvr06YMLFy5IJSfi+fPnGDJkCHR1dYU295NEQUEB3NzcsGXLFon2Ky4uxrFjx7Bjxw4kJSWJ3I7/ffT29oaenp5AEBEbG4uioiKh+2lpaQksY0pNTcXHjx+xfv36734mQpT8/HwEBQUhLi4OU6ZMqdLg7v3799i1axdWrlyJPXv2YMGCBfjll1++0dmS+vTjhMGEEEJ+GsbGxhgyZAi8vb1FlsMUl7KyMvbv3w9PT0+w2WzExcVhzZo1iIqKqnFfOTk5Jrfi/v37IreTNLeiMlVVVTRu3BhPnjyRaD9jY2OYmJigrKxMZDO76ri5uSEzMxOGhoawtLRkHh80aBCUlJRq7KgtSuPGjbF48WIoKSnh0aNHWLJkCbhcbq3GqqiuPSwqiomJqdVMioKCAubNm4cnT57Ay8tL5Kwav4jA8uXLMWnSJNjb2+P48eN48eIFioqKoKioiB49esDMzAwuLi64cOEC3r59i9evX+P8+fNwdnbGrFmzsHr1aqiqqmLPnj2IiYmp68v+qgoLC3Hu3Dns3LkTXbt2hYuLS5WgoqysDLt378bSpUtx6tQpjB49moKKnxgFFoQQQr6JQYMGYcyYMdi5c6fINebiYrFY6N69OyZOnAg9PT3ExcVhxIgROH78eI379u/fH4DowCIsLAyhoaHV9q0Qx7x583D27FmJ93N2doacnByuXr2Kf//9V+z9YmNj4evrCwBwcXGpMjM0dOhQXLp0SeLz4SspKcGMGTMgJyeH8+fPSzwzIIw0A4vXr18LbV4oLgUFBbRp00asKmM6OjoYN24cbG1tceTIETx58gRJSUm4ceMGc1E9ePBgNG7cWOj+rVq1woIFC3DlyhVcu3at1uf8tRQXFyMwMBBeXl5o164dtm3bhj59+gidjfvnn38wePBgPHnyBI0aNRJZQYr8HCiwIIQQ8s306dMHU6ZMgZeXl8hO3OLIycnB4cOH4e7ujtu3b2PYsGEoLCzEkiVLsGrVKpHLUgDBwELY6mD+bMXs2bOhp6dX63PU0tJCgwYN8PTpU4n2q9jMbsOGDUyTtprY2dmBw+Fg1KhRQpeFde/evdYzFgCwfPlyDBo0iGmOt3PnTvj7+wvdNisrC8+fP0dQUBAOHjyIV69eCd2O/zMgjYaVSUlJdc79ENWhurItW7bg6NGjsLW1xfjx49GqVSuJ8od++eUXJCYmwt7eHnl5efDz8xP7+/w1lZSUICgoCO7u7mjevDnc3NxgZGQkcnlfbGwsEhMT0bhxY7x69Qrm5uZf+YzJ10Y5FoQQQr656OhoHDp0CCtXroSqqqrE+69btw4zZ85E165dAZQnz27fvh3btm0Dj8dD165d4e/vjxYtWlTZt6CgAM2bN0dZWRlevHgBAwMD5rmKuRXPnj2rU2ABlF9gb968GW5ubhKVBv3y5Qt69uyJz58/w8XFBUuXLq12+6tXr2Lq1KmQk5PDgwcP0KpVK6Hbbd68GbNnz0bLli0leh2VzZ8/H2fOnAGbzYaLiwtiY2PB4/GYpotKSkpo3LgxtLS00KhRI4SFhaGgoAA9e/ZEfn4+cnNzUVRUhLy8POzYsQNDhw5FQEBAleOUlJTgy5cv+PLlC3JycpCTk4Pc3Fzk5+cjPz8fhYWFKC4uRklJCZKSkrBu3bpazVpwuVycP38ednZ2TKWo6ly8eLFOd+JTUlJw5coVpjleaGgogoKCsHTpUomaN9YFh8NBYWEh8vPzUVBQwHzw39ecnBzExsZi9OjRGDJkSI2BU0lJCdavXw9zc3McO3YMW7ZskUoJYfJ9o8CCEELId+H169c4cOAAVqxYIdHFlI+PD1RVVTFr1qwqz12/fh0LFixAZmYmNDQ0sH//fqF184cPH47w8HD4+Phg+vTpzONjx45FWFgY5s2bB09Pz9q9sEpOnz6NL1++YP78+RLt5+/vj5UrV0JdXR1Pnz4VmehbUlICIyMjvH37FitWrKh2iVJCQgJ27dpV59fG4/EwadIk3Lp1C3JycrCwsMD27durTVSPi4tDVFQUVFRUoKysDEVFRWzZsgXXrl1D8+bNMWLECMjIyIDFYkFGRgYyMjJgs9lQUlKCoqIilJSUqnwoKiqiQYMGaNCgAZ4/f46cnByBcqfivI4bN25g8+bNiIiIAFBesUlU/giLxYKOjg4iIiLqVOGMx+Nh27ZtApW/4uLisGfPHpiZmdWYk8DlclFUVMQEAsICg4qPFRUVVfne8N9bZWVlKCsrQ0VFhfne8D9v3bq12K/zwIED0NPTw82bN7Fq1SqpVQ4j3zcKLAghhHw34uPjsXv3bixbtgwNGzascft79+4hJCQEjo6OIi94Pnz4gDlz5jCJ02vXrsX69esFtndwcMCuXbtgYWGBP//8E0D5XeNx48ZJbbaiorVr1+KPP/6QaKaAw+Fg8ODBiIqKqjbQ2bNnD+zs7NCkSRM8efKkxpKeBw8ehKqqKqZOnSrRa6isuLgYkyZNwr1796CmpoZHjx6hadOmEo3BP/cpU6Yw+SG1lZ+fD3t7e+zYsUOs7R8/fozNmzcjLCwMQHnC/fLly9GiRQtmKVrlLvBAecAnrOSspLZt2wYnJyeBn8ucnBxs374djRs3BofDQUFBAQoLC8Hj8QS60rNYLCYoqBgMVPy34ucNGjSo18aeUVFRuHTpEjgcDkaOHClWTxnyc6DO24QQQr4bLVu2hJWVFXbs2IHFixdDS0tL5LYZGRk4ceJElYuxyvT19XH58mXY29vD19cXHh4eePz4MQ4ePMgk0/bv3x+7du3CvXv3mP2klVshzPLly7Fnzx64urqKfQeYzWbDzc0NY8eOxaFDh2BpaYlOnToJbPP582fmvB0cHMTqE2BmZgY7Ozt8/PgRc+bMqXUjPg6Hgx49euDVq1fIysrC9OnTERQUJFG+BL/ztjSSt5WVlaGlpYW3b9+idevWIreLiYmBk5MTgoKCAJR31V6wYAFWr17NzAo1aNBAaBd4V1dXqQQVQPnPaWJiosDshJqaGjZt2oT3798zgYOiouJ33VSOx+Ph6NGj6Ny5M9hsNgUV/zGUvE0IIeS7oqenBxsbG/j4+Ihc387lcuHi4oIlS5aItWxKQUEB27dvh6+vL5SUlHD79m38+uuvePToEQAwCchv3rxBeno6QkNDERYWBjk5OVhZWUnvxf0/AwMDlJWVSZywPnDgQEyYMAFcLhcbNmyokmzu7OyMnJwcdOnSRejSMGEUFBSwbds29OzZE3Z2digrK5PonADg1q1bsLW1xejRo3H9+nU0atQIz58/x/z588WqqsQnzapQADBq1CiRlbjev3+PpUuXwsjICEFBQZCRkYGZmRmePHkCZ2dngaVm48ePR2RkJC5evAg/Pz9cvHgRERERUgsqiouLkZCQILRhIZvNRsuWLaGtrQ0VFZXvOqgAymcRmzdvjufPn9d5Foz8eCiwIIQQ8t3R1tbG+vXr4evriw8fPlR53tvbG0ZGRjA0NJRo3ClTpuD69eto06YNPn78iNGjR8PHxweamppo3749AMDLy4vp2l0fsxVAeRK3oqJirRLVt2zZAgUFBdy5c4e5yw4AkZGRTFUmNzc3iS5A2Ww2Bg0ahAEDBiA4OFii88nIyEBAQABcXV1hZGSEX375Bf/88w8UFBQQHBwMOzs7sceSZlUoAOjcuTM+ffokkCPx+fNnrF+/Hr169cI///wDLpeLcePG4f79+9i9e7fIPiX892jy5MkYNGiQ1C7wORwOdu/ejalTp9bLz9rXxOFwcP78eeTn52PWrFnffRBEpI8CC0IIId+lxo0bw8HBAf7+/oiLi2Mev3HjBnJzc/H777/XalxDQ0PcuHEDkyZNQllZGWxtbTFy5Ei8f/8eALBv3z6muV7lpUbSEhAQgMGDB9dqXwMDAyxfvhxAeUnZGzdu4PTp00yTukmTJsHIyKhWYw8bNozJMRAXv6N3xWCgb9++8PHxAVCeXL9//36xxpLmUiigPBjo0qULbt68idzcXGzbtg3du3fHvn37UFJSgkGDBuHatWs4evQo2rVrJ5VjSiIzMxM7duzAsGHD0LNnz69+fGm7efMmtLW1UVJSgu7du3/r0yHfAOVYEEII+W5paGhg48aN2Lp1K0xNTaGmpobAwEA4OzvXKflUVVUVf/31F/r06QM7OztmSVRl/HX20lrywvfy5UtMmTKl1vuvWrUKfn5+SExMrBJg1aXsqba2NmRkZJCeno4mTZrUuH1AQACaN28uNACbNGkSEhISsHnzZqxfvx4GBgYwMTGpdjxpBxZAeSPA5cuXIyYmBp8/fwYAdO3aFY6Ojhg6dGi9JjGLwuPxcP36dTx69AiLFi36KTpRl5WVITg4GLKysnVqJEl+bDRjQQgh5LumqqoKR0dHnD9/Hi4uLli2bJlUlsqwWCwsXLiw2upTPB4Pa9euRUxMDBISEpCUlITU1FRkZmYiJycHBQUFKC0tFdpYT5T09HQoKyvXahkU340bN5CdnS30uTVr1iAwMLDWY1taWsLR0RF5eXnVbpeRkYHbt29j7ty5IrdZtWoVZs+eDS6Xi7lz5+L58+fVjpmfnw9AOkuhOBwO/vnnH4wfPx5hYWH4/PkzWrVqhUOHDuHmzZswNjb+JkFFSkoK3N3dwePx4OLi8lMEFQAQHBwMBQUFdOzYEdra2t/6dMg3QjMWhBBCvntKSkpwcHCAtbW10CZ3tXXv3j3mLrYoaWlpTHJ3dWRlZSEnJwc5OTmw2Wzm88qPZ2dnQ1lZGeHh4QLbVNyuurHYbDb27t1b7bmsX78eY8aMqdUady6XCxkZGSgoKFS73fbt2zF//vxqG/2xWCx4enriw4cPuHnzJqZPn45r166JzCWQxowFj8dDcHAwnJycmA7fmpqa+O2337B7927IycnVeuy64HA4uHz5MmJjY7F8+XI0a9bsm5xHfSguLsa///4LGRkZTJs27VufDvmGKLAghBDyQ1BUVMSYMWNw/vx5TJ48WSpjpqamin1sGRkZlJaWipyhKCsrQ1lZGXNx/K3weDwkJyfD0dERpqamMDQ0lKjLd6tWrWoMSM6dOydyCVRlcnJyOHz4MEaNGoXo6GhMnToVISEhQkvh1jWwuHv3LjZv3swsbVNXV8fq1asxY8YMuLm5fbOgIjExEUePHoWxsTG2bNnyTWZK6kt2djZOnTqFoqIimJmZ1RiQkp8bBRaEEEJ+GCYmJvDz88OlS5cwduzYOo8n7pKNU6dOCeQucDgclJaWMsEEP+Co/Fjl51JSUnD58mVMmTJF4LnK41T8nH8s/uOxsbG4c+dOjee8e/du7N69G2w2G23btkXnzp3RuXNndOnSBZ07dxa5BExOTg6DBw/GoUOHsHDhwirPZ2Rk4M6dO3BzcxPrvQPKL/BPnjyJ4cOHIzo6GpaWljh58iRkZQUvQ2q7FCoiIgJOTk74999/AZQHJkuWLMGKFSuYvhwNGzZEQkKCVGe8alJaWopz584hNTUVtra2Irul/6h4PB6WLVuGwYMHo0mTJnXK7yE/B+q8TQgh5IfC4/Gwb98+NGzYEKNGjarTWBwOhylJKuq/Qw0NDbx7904qpTN3796Nbt26YeDAgbUeg98RvCbdunXDhw8fkJGRIfR5PT09dOrUiQk0OnfuDAMDA7BYLJSWlmL79u3Q0dHBnDlzBPaztbWFmZlZrSpmPXv2DGPGjEFBQQEsLS3h5eUlcPe+d+/eePPmDYKCgjBgwIAax4uLi4OLiwvOnDkDoHw5moWFBaytrat0/Q4PD8etW7ewdu1aic+7NmJjY3Hy5ElMmDABv/7661c55rfg6emJ5ORkLFu27KfJFyG1R4EFIYSQHw6Px8Pu3bvRrFkzjBgxok5jBQYGwsLCghlXmB07dsDS0rJOxwEAKysruLq6SrQ0qbKagiEWiwUdHR1ERERARkYGnz59QmRkJCIiIhAZGYnIyEjEx8cLHVtNTY0JMjp16oSIiAjo6upi5cqVAMqXQKWkpGDp0qW1Pv+goCCYmZmBx+PBycmJKZ0LlJf3TUpKws2bN6stV5qSkoLt27fD39+faeg3efJkbNiwQeTFLYfDwerVq7Fjxw7IyNRf7ZrCwkKcOHECZWVlWLhwoVjdz39kr1+/xv3795nfIfLfRoEFIYSQHxKXy4W3tzcMDAxgbGxcp7ECAwNha2uLjx8/Mo/p6uqic+fOCAkJAVDelG/27Nm1PkZCQgL+/vtviRrGVXe+FhYWVQIL/t1/f3//akvkfvnyBS9fvhQIOF69eoXS0tIq2/I7P3fr1g3v37/Hhg0b0KNHjzpdMO/bt49pQujv748JEyYAAFq2bImsrCw8fPhQaF+J7OxseHt7Y9++fUw+xogRI2Bvb4+uXbvWeNz9+/fD0NCw3mYQnj9/jsDAQMyYMQO9evWql2MQ8j2jwIIQQsgPi8vlwsvLC+3atavzxSKHw8G9e/eQmpoKbW1tGBkZQUZGBuvXr4ePjw9YLBZ27doFMzOzWo0v7YvawMBALFq0SCBZXFdXF66urrXqu1FSUoLY2FhmVoMfcOTk5AjdvkWLFgLLqLp06YJmzZqJlZjM4/FgY2MDX19fNGjQABcvXkSPHj3QtGlTlJaW4uDBg5g4cSKz/KygoAC+vr7YsWMHU2a3T58+2Lhxo0TLyhISEuDn54etW7eKvY84cnNzcezYMaipqcHS0lKqfTgI+ZFQYEEIIeSHxuFw4OnpiU6dOom1Ll9SPB4P69atw4EDB8BisbBnzx7MnDlT4nH8/f2hr69f59mVioYPH47w8HAsXrwYY8aMgZGRkVRyQfh4PB7ev3+PjRs3IicnBw0aNEBkZCSSkpKEbt+oUSOBBPHOnTujTZs2Qs+Jw+Fg5syZuHLlClRVVaGoqIi0tDTmeR0dHTg7O+PLly/Ytm0bPn36BKC8c7qDgwNGjRpVq+pKa9euhZOTk1Qu/nk8Hh48eIBr165h7ty56NChQ53HJORHRoEFIYSQHx6Hw4G7uzt69OghVs8JSfF4PFhbW8PPzw8sFgs+Pj4S1+sPCQlBTk4Opk6dKrXzatOmDdLT03H79m2xlgLV1pYtW2Bubo6WLVsCADIzMwVmNaKiohAbGwsOh1NlX0VFRXTo0EEg4OjQoQOUlZWRl5eHAQMGIDExscZz0NPTw4YNGzBt2rQ6BU+BgYHIzc3FrFmzaj0GAGRlZcHf3x8tWrTAjBkzIC8vX6fxCPkZULlZQgghPzw2mw1ra2u4ublBVlZW6uvbWSwW3N3dweFwcOjQISxZsgQyMjKYMmWK2GPo6uri3bt3Ujun3NxcpKenA0C9l1DNzs4WaGrXsGFDDB48GIMHD2YeKywsRExMTJWAIz8/H0+ePMGTJ0+YbWVkZNC6dWt06tRJZNWqits6OTlh/vz5UumRMHjwYGzZsqXWgQWPx8ONGzfw8OFDLFq0iCohEVIBBRaEEEJ+CrKysli3bh1cXFwgIyODHj16SHV8GRkZeHp6gsPh4MiRI1i0aBHYbDZ+//13sfbX19ev8SJaEgkJCQDKL/LV1dWlNq4wPB6vxmVHioqK6N69u0A1Jy6Xi7i4uCp5G6mpqXj9+jVev35d47G5XC66dOkitcZr6urqUFNTQ1JSksgO4KKkpqbi8OHD6NGjB1xcXKS67IyQnwEFFoQQQn4acnJyWL9+PZydncFms6W+PEhGRgY7d+4Eh8PB33//jQULFoDNZjNVjaqjoaEh1a7c/JKx/OVJ9UlLSwsxMTES967gz0y0bt0akyZNYh5PTU1FZGQk/vnnH5w7d67GccTtkC4uExMTnD59GlZWVmJtz+FwcPnyZcTExGD58uVo1qyZVM+HkJ9F/RVyJoQQQr4BeXl5bNiwAf/++y+ioqKkPr6MjAy8vb0xffp0cDgczJs3DxcvXqxxv/j4+Dr1r6iMP2PxNQKLiRMn4sCBA3j06JFUxtPW1kbr1q2RmZkp9vbS1KNHD7HyOgDg/fv3cHV1RaNGjeDk5ERBBSHVoMCCEELIT0dBQQF2dnYICgpCdHS01Mdns9nYs2cPpk6dirKyMlhaWiIoKKjaffz8/GpVTUoUfmBR3/kVQHklJmdnZwQHB8PV1RVZWVm1HislJQVr165F7969cevWrWq3ZbFY0NXVhZGRUa2PJ4ycnBzatGmDBw8eiNymtLQUJ0+exPnz57Fu3bpaV6Ei5L+EAgtCCCE/pQYNGsDBwQGBgYGIjY2V+vhsNhv79u3D5MmTUVZWhjlz5iA4OFjotk+fPgWbzUabNm2kdnz+UqivEVgAgKqqKhwdHTF48GA4Ojri6tWrIjuVC5OdnY1Nmzahe/fu8PPzQ2lpKYyNjUV2TudfxLu6utZLLsOoUaNw+fJloc+9fv0abm5uaN++PRwcHNC4cWOpH5+QnxEFFoQQQn5aioqKsLe3x9mzZ/H27Vupj89ms+Hj44Pff/8dpaWlsLCwwNWrV5nn09PT4eTkhFOnTuHLly8IDQ2V+BilpaXIzc2t8vjXzLGoyMjICJ6enoiMjIS9vT3TX0KUvLw8eHp6okuXLti5cycKCwvRu3dvXLx4ER4eHsx7oqGhIbCfjo5OjR3E66Jly5bIz89HWFgY81hhYSEOHz6M27dvY+PGjfXWoZuQnxX1sSCEEPLTy8vLw5YtWzBjxox6KQ9aVlaGefPm4cKFC1BQUMCBAwfw6tUrZGRkYObMmejWrRvy8vLg4eEBWVlZdOjQAbq6ukhPT0d6ejpycnKQn5+PgoICJsGbzWZDRkYGcnJyyMjIgLOzMxo2bAigPNho2rQpOBwOoqOjoaOjI/XXJI4XL17Aw8MDe/fuhaqqqsBzxcXFOHz4MDw8PJiyuB06dICDgwNMTEwAAOPHj0doaCgGDx6Ms2fPYtCgQXj16hVsbW1hbW1d71WXPn36hAsXLiAmJgYGBgbIycnBjBkz0Lt373o9LiE/KwosCCGE/Cfk5OTAyckJ5ubmMDAwkPr48fHxmDRpEhISEsBms+Hk5IQlS5YIrMvncDiIjY3FmzdvkJGRAU1NTaZcrJqaGtTV1aGqqlql2Vp4eDgOHjyIBg0aQEtLCyNGjMDw4cPRoEEDfPz4ETIyX38BQmZmJjZv3oyZM2eib9++zOMcDgcnT56Eq6srPnz4AKB8udaGDRtgamrKBAtHjhzBihUroKioiPv37zON5oKDg7Fz507MmTPnq72WK1euIDw8HJs3b5ZKR25C/quo3CwhhJD/BDU1Ndjb28PJyQlz5syBvr6+VMc/fvw4fHx84O3tjcuXL2PLli3o2LGjQBM5NpuNDh06oEOHDhKN3atXL/Tq1Qs8Hg/h4eHw8vICUL5c6FsEFQkJCfDy8sLSpUvRvn17AOW9Li5evAhnZ2cmp6Vp06awsbGBubk55OTkmP1TUlJgb28PANiwYQOTJ8KfkRG3WlRtlJaWoqysDIqKiuDxeLhw4QJyc3Ph5ub2Td5LQn4m9BtECCHkP0NdXR12dnY4dOgQPn78KLVxS0tLkZaWhj59+uDw4cMYOXIkioqKMH36dNy5c0dqx2GxWOjduzeGDRsGoLx5nIODA+Li4qR2jJq8ePECO3bsgI2NDdq3bw8ej4ebN2/C2NgYs2fPRmxsLDQ0NLB582Y8ffoUc+fOFQgqAMDa2ho5OTno3r07lixZwjz+NQKL9+/fw8rKCjExMThy5AhkZWXxxx9/UFBBiBTQbxEhhJD/FE1NTWzYsAF+fn5ISUmRypj8/AAZGRnIy8vjyJEj+O2331BYWIjp06fj7t27UjkOH7/UrImJCczNzXH06FGsX78eL1++lOpxKrt+/TqOHj0KR0dH6Onp4fHjxxg/fjwmTZqEZ8+eQVlZGWvXrsWLFy+wcuVKKCkpVRkjMDAQFy9ehKysLLy9vSEr+7/FE18jsGjRogW0tLRw584dtG7dGrNmzaIysoRICQUWhBBC/nMaNWoEW1tbHDhwAGlpaXUe79GjRxg+fDjztYKCAo4cOYJhw4ahoKAAU6dOxf379+t8HL6KFaHatm0LR0dHLFq0CBcuXICNjQ3Cw8Oldiy+U6dO4ebNm9i8eTNSUlIwc+ZMjBgxAqGhoZCXl8fixYvx7Nkz2NvbQ11dXegY2dnZsLa2BgCsXLkSnTt3Fnj+awQWb968gZKSEqytrTF69Oh6Ow4h/0UUWBBCCPlPatKkCWxsbODj44PPnz/Xaozc3Fx4enpCT0+vysV0gwYNcOzYMQwdOhT5+fmYMmUKHj58KI1TF1pqlp8gvXLlSty+fRtr166VyjKssrIyuLq6Ii4uDhYWFrCyssKAAQNw+fJlyMjIwMzMDOHh4XBzc4OWlla1Yzk4OCA1NRVt2rRhAoyKNDU1AaBODfiq8+DBAwQFBcHBwaFexifkv46qQhFCCPlP+/jxIzw9PfHHH3+gUaNGYu8XERGBgwcPYsqUKTAyMhK5Rr+goIDJtVBVVcW5c+fqVM6Ux+NBT08P+fn5ePToEdq2bSt0u/T0dJw8eRJxcXH47bffmBKvkggMDMT169fRtGlTnD9/Hu/evUNZWRkAYMKECbCzsxN5/Mpu376NCRMmAAAuX74stJt2WFgYxo4di9atW1eZdXn58iX+/vtvmJubw9DQUOLXcvnyZXz8+BErV64UWH5FCJEeCiwIIYT85yUlJcHLywsrVqxg7prXxMfHB126dBF6gVwZfzlUWFgY1NTUEBAQgJ49e9bqXNPT09GmTRuwWCykpKRAQUGh2u2zsrJw9uxZREVFYcCAAejXrx+aNm1aJaG6ogcPHuDkyZP45Zdf8OnTJxw6dIjpr9GzZ094enqiW7duYp9zQUEBjIyMkJCQgHnz5sHT0xMAEBQUhJycHJiamkJeXh5RUVEYOHAgNDU1mVmZp0+f4sSJE9DQ0ICxsTHOnDkDDw8PsY/N5XJx7NgxqKurw9zcnPIpCKlHFFgQQgghABITE+Ht7Y2VK1eKzBGoyNraGitWrBC7bC1/OdS9e/egpqaGwMBAiS7O+R49eoTffvsNenp6iIqKEnu/3NxchISEICEhATk5OSgtLQWXy2VmIBo0aABFRUXk5uZCQ0MDpaWlOHjwIHJycgAAffr0wdq1axEaGgoDAwPMnz+fGfvDhw+4e/cusrKy0KZNGxgbGwvM4Dg4OGDXrl3Q1dXF/fv3oaamhkuXLiE8PBzdunXDnTt30LlzZ7x48QKHDx8Gi8XCggULwOVyoa2tjZkzZ0JXVxcAsGvXLhgaGgrktIhSUlICHx8f9OrVC6NGjRL7vSKE1A4FFoQQQsj/i4uLw969e7Fq1aoqnaQrcnFxQfPmzWFmZibR+Hl5eZgyZQru378PDQ0NXLhwAV27dpVojJMnT2LRokUYOHAgLl26JNG+opSWliInJwefP3/GhQsX4OvrK7RbNovFAofDweHDhxEXF4e1a9fC398fUVFRGDVqFHR0dBAdHY2IiAi0bt0aZmZmSExMhLGxMbhcLk6cOMEsyXJwcMC8efPQokULcLlcWFtbY/jw4ZgxYwYA4PHjx1BXV6+St/HlyxfY29tj48aNaNKkicjXlJubi927d8PU1JQ6aRPylVBgQQghhFTw9u1b+Pj4wMrKCioqKlWe/+uvv8Bms2FhYVGr8XNzc2FqaopHjx5BU1MTgYGBVaojVcfNzQ1ubm4wNzfHrl27anUOlXE4HJw4cQJubm5Mt+yWLVsy3bKF5Y88ePAAFy5cgLq6OpSUlLBixQrmudLSUty9exdBQUE4d+4cMjIyYGpqioMHDzLbnDp1CgoKCkzeBY/HA4vFgp6eHvLy8vDkyRO0atVK6Pm+fv0au3fvhpubm9CStmlpafDx8cHixYvRpk2bOr03hBDxUVUoQgghpILWrVtjwYIF2LlzJ/Lz86s8HxUVhalTp9Z6fFVVVZw5cwa9evVCVlYWJkyYINGSJn7uAb9bdV3wO08bGRnhjz/+wIcPH9CsWTPs2LEDjx49wpQpU0Qmpffr1w9btmzBx48fYWlpKfCcnJwchgwZgmbNmiEjIwOKioqQlZXFwYMHce/ePWzduhX37t0TmBXi5z6IU3K2bdu2mD17NhwcHJilXHxxcXHw8fGBjY0NBRWEfGUUWBBCCCGVtGvXDpaWlvjzzz+ZpGWgPMm7YcOGUFRUrNP4ampqOHv2LHr06IHMzExMmDAB0dHRYu2bmJgIQLDUrKQqdsu2sLBAbGwsNDU1sWXLFjx9+hSWlpbVJnfz7du3D6NHjxa6bOzNmzfYtm0bAMDLyws7d+5Es2bNcPjwYYwfPx5eXl4wNjausp+4vSx69eqF3377DZs3b2Yee/bsGU6fPo1NmzZBW1u7xvMnhEgXBRaEEEKIEB06dIC5uTkzc/HXX39h+/btmDx5slTGV1dXx7lz59CtWzdkZGRg/PjxiImJqXE/YT0sJPH48WOMGzdOoFu2tbU1nj9/jhUrVogdNCUnJyMpKQkjRoyo8hyXy8WKFStQXFwMY2NjTJ8+HYqKihg9ejRmzpyJS5cuiZwJkaRJ3siRI9G+fXt4eXnh+vXruHfvHjZt2lRtfgwhpP5QYEEIIYSI0KlTJ8yYMQOrV6+GiooKtm/fjvbt20ttfA0NDQQEBKBLly74/Pkzxo8fj9evX4vcPj8/H6mpqQAkDyxevnyJGTNmYMSIEQgLC2O6ZT9//hx2dnZiVcKqaNeuXZg/fz7YbHaV5w4fPoz79+9DWVkZO3bsECjxOmTIEGRkZIgcV9Lu2zNnzkR6ejri4+Nha2sLeXl5iV4HIUR6KLAghBBCqtG1a1fY2NggISGhXsbX1NTE+fPn0alTJ6SlpWH8+PF4+/at0G3556Curg4NDQ2xxo+Pj8fChQsxcOBABAcHM92ynzx5Ajc3t2orK4ly48YNNG3aVGhzvOTkZDg6OgIA7O3tYWBgUGWb6hrUSdp9m5/kvXr1apGzIISQr4N+AwkhhJAa9OjRAxMmTMCuXbtQWloq9fEbNmyICxcuoEOHDkhJScG4cePw7t27KttJsgzq06dPWL16NXr37o1Tp06Bx+NhwoQJePDgAXbv3i12/43KSktLcf78+SoJ20B57saaNWuQm5uLXr16YeHChULHaNGiBdatWyf0OUlmLBISEnD9+nWsWLGCGt8R8h2gwIIQQggRQ58+fWBiYoLdu3dXqUQkDY0aNUJgYCAMDQ3x6dMnjBs3jgkk+PgzFtUFFllZWXB0dESPHj3w119/oaysDMOGDcOtW7fg7+8vdJZBEvv378fIkSOFLp06f/48QkJCICcnh127dgldJgUA8+fPR3FxsdDnxA0ssrOzceTIEaxbt06sRHNCSP2jwIIQQggRk5GREYYNG4a9e/eCw+FIffzGjRvjwoULaNeuHT5+/Ihx48YJLMGqLrDIy8vD9u3b0bVrV6aaVd++fXHp0iWcPXu2Vl2+K/v06RMSExOZJncVZWZmwsbGBgCwevVqGBoaihyH36/C2toaXC5X4Dn+Eq9Xr14hNDRU6PtcUlKCvXv3Yvny5RLnhhBC6g8FFoQQQogEBg0ahAEDBmD//v31ElxoaWkhMDAQbdu2RVJSEsaNG4fExERwOBw8ffoUQPlyJP6xi4uL4ePjg+7du8PZ2Rk5OTno2LEjTpw4gZCQEAwcOFBq5+bt7Y158+YJnYmws7NDeno62rdvj9WrV1c7jqysLNauXQtDQ0PcvHmTeTwwMBAbNmwAAMTGxmLcuHHo3LkzAgMDmW14PB58fX1hamoqlV4ehBDpoc7bhBBCSC38+++/ePr0KRYuXFgvScMpKSkYO3Ys3r59i8aNG4PNZjMVoQBAR0cHo0ePRkhICJKSkgCUz2TY2dnh999/l/o53bp1C0+ePMGaNWuqPHfjxg38/vvvYLFYuHLlCvr06SPWmMnJyXB2doaZmRk+f/4MCwsLVL4s4edO+Pv7Y/z48Th79iw0NTUxadKkur8oQohUUWBBCCGE1NLly5cRHR2N+fPn10vy8MePHzF06FCBgEKYZs2awcbGBmZmZvWSb1BWVobVq1djy5YtVapR5eXlwcjICO/fv8fChQvh7u4u0dhhYWGIioqCt7c3Pn78KHQbFosFHR0dHDhwAG/evKFkbUK+U6LrvRFCCCGkWqNHj0ZpaSkOHz6MOXPmSP1iV5zu0erq6nj8+DFUVFSkemy+7OxsHDx4EMOHDxda4tbZ2Rnv37+Hnp4eNm7cKPH4ampqePnypcigAihf/pScnIzjx4/j0KFDFFQQ8p2iwIIQQgipgwkTJuDs2bP4+++/MWvWLKle9N67d6/G2YovX77g2bNnGDRoUK2Pk5qaiujoaMTFxSEtLQ3Z2dkoKSmBnJwclJWV0apVK4wZM6bKfuHh4fDx8QEA7Ny5s1bBjaKiIl6+fCnWtkOHDq22BwYh5Nui305CCCGkjkxNTXHixAmcOHECM2bMkNq4NQUVfFevXkXfvn1r1XXazc0NKSkp6NmzJ1q1aoVBgwZBW1sbampq1QZJJSUlWLFiBXg8HqZOnYrhw4dLdNzk5GT4+/vj8OHDSEtLE2ufX375RaJjELiim0EAAApzSURBVEK+LsqxIIQQQqTk2LFjKC4uxuTJk6UyXmhoKMaNGyfWtg0bNsTEiRMxZcoU9O3bV+zk7YyMDGzevBl//vmnRLMt7u7ucHFxQaNGjfDo0SM0atSoxn24XC5u376NgwcPIjg4mKlspaCgADk5OeTn51dJ3ubT19dHfHy8yN4YhJBvjwILQgghRIr++usvsNlsTJw4sc5jcTgcdO7cGZ8+fRJ5wa2srAwlJSWkp6czj+nr62Py5MmYMmUKOnToIHJ8LpeL7du3Q0NDA4sWLRL7vGJjYzFo0CCUlJTAz8+vxkAqKysLf//9Nw4dOiTQUXzAgAGYO3cubt26hREjRsDCwgIAhFaGOnPmDH7//Xexz5EQ8vVRHwtCCCFEiiwtLVFUVIRLly7VeSw2mw03NzcAqDKbwGKxwGKxsG/fPrx69Qrnzp3DjBkzoKqqig8fPmDHjh0wMjLCgAED8Oeff+LDhw8C+5eVlWHjxo1o0aIFFi5cKPY5cblcrFixAiUlJRg5ciRMTU2Fbsfj8fDkyRMsWbIEhoaGsLe3x7t376CmpoYFCxbg/v37CAoKgqmpKRQUFDBgwAD4+/ujWbNmAuOoqqpSUEHID4JmLAghhBAp4/F42LdvHxo3boyRI0fWebzAwEDY2toKVE7S1dWFq6srxo8fL7DtkSNHEBISgqioKCQlJQl0tjYyMsLUqVMxcuRIeHp6Yvjw4UK7aFfnwIEDsLGxgYqKCh48eAA9PT2B5/Pz83H27FkcPHgQL168YB7v3Lkz5s+fD1NT0ypJ3vb29hg7diz69esHDofDJK2rq6vj5cuXcHR0lOgcCSHfBgUWhBBCSD3g8Xjw9vaGvr4+hg0bVufxKl5wa2trw8jIqEq+wfXr1/Hw4UPMnj0bTZo0QUZGBry9vREYGCgQlMjIyKBPnz5YtGgRTExMoKioKNZxZWRksHz5cuTn52P79u1YsGABs11sbCz++usvHD9+HDk5OQDKcycmTZqEefPmoVevXiJzOJydnaGvr4/Zs2cLPM4PjqZNmybx+0UI+foosCCEEELqCZfLxc6dO9GqVSsMGTKkXo9VWFgIW1tbODs7Cy37GhERgZ07d+LWrVvIzMxkHldVVcWYMWMwdepU/PrrrwLlXIXNlABA27Zt8eDBA3A4HAQFBcHPzw9hYWHM8y1btsTcuXMxa9YsNGzYsMZzd3d3B5fLha2trcDjFy5cQOfOndG9e3ex3wdCyLdDgQUhhBBSj7hcLjw8PNCxY0cMHDiw3o5z/fp1fPz4Eebm5jVuGx0djTNnzuD06dMCuRdaWlr4/fffMWXKFCQnJ8PCwkJk0vj48ePx8OFDpiSujIwMTExMMG/ePAwdOlTsqlRAeWDBYrGwatUqgc7hf/75J1avXl1vzf8IIdJFgQUhhBBSzzgcDtzd3dGjRw/069evXo6xY8cODB48GD169BB7Hy6Xi4cPH+LMmTMICAgQmMlgs9lMOdjqaGtrY/bs2bCwsKiSbyEud3d3tGnTBp06dUKbNm2Yx11dXZnkdULI94+qQhFCCCH1jM1mw9raGo8ePcLjx4/r5RgfP35E69atJdpHRkYG/fv3h6enJ2JiYnDixAmYmppCXl5erKBi3bp1iIqKgp2dXa2DCr4OHTrgzZs3zNd5eXk0U0HID4YCC0IIIeQrkJWVha2tLe7evYtnz55JfXwulws1NbVa7y8vLw8TExMcPHgQXl5eYu3Tpk0bgaVLdWFoaIi3b98yX8fFxQnMXhBCvn8UWBBCCCFfiZycHNavX48bN24gIiJCauOmpqZCU1NTauMZGBiItZ22trbUjqmqqor8/Hzm6/j4eLRv315q4xNC6h8FFoQQQshXJC8vDzs7O1y5cgUvX76Uypj37t1Dp06dpDIWUN7vQkdHR2R5WBaLBV1dXRgZGUntmADQsGFDZGVlobS0FDExMRIv7SKEfFsUWBBCCCFfmYKCAuzs7HDp0iXExMTUebyYmBip3t2vqeM3UJ5YXbmPRl116tQJ27dvx44dO9C7d28oKytLdXxCSP2iwIIQQgj5BhQVFWFvb4+AgACBpGVJJScnIz09Ha1atZLi2ZWXk/X390ezZs0EHtfR0YG/v3+Vjt/SMHLkSHh5ecHZ2RmTJk2S+viEkPpF5WYJIYSQbyg/Px9btmzB9OnT8csvv0i0L5fLxZo1a7B8+XKJ9xWXOB2/68rd3R3Ozs5SHZMQ8vXJ1rwJIYQQQuqLsrIy7O3tsWXLFpibm4udOF1YWAh3d3cMGDCg3oIKoHxZ1KBBg+ptfELIz4OWQhFCCCHfmKqqKuzt7XHkyBGBTtiinD59GuvWrcOvv/4KU1PTr3CGhBBSMwosCCGEkO+Auro67OzscOjQIXz8+FHkduvWrUNeXh62bduGoUOHiqzcRAghXxsFFoQQQsh3QlNTE+vXr4efnx9SU1OrPM/lciEjIwNLS0soKip+gzMkhBDRKLAghBBCviONGzfGunXrsH//fqSnpws8l5qaCnV19W90ZvUjPT0dVEeGkJ8DBRaEEELId0ZLSwtr167Fvn37kJGRwTweHR1dpfzrj6y4uBg+Pj74448/vvWpEEKkgAILQggh5DvUrFkzrF69Grt370ZWVhYA4NKlSxg5cuQ3PjPp4PF48PX1xfTp06Grq/utT4cQIgXUx4IQQgj5jr1//x5//vkn9PX1ISMjAwsLi299SlJx8eJFyMvLY+rUqd/6VAghUkIzFoQQQsh3rHnz5li+fDnCw8MxduzYb306UvH8+XMkJydjypQp3/pUCCFSRIEFIYQQ8p1r0aIFHB0dsW/fPhQWFn7r06mTlJQUBAUFYdWqVVQql5CfDAUWhBBCyA+gTZs2sLCwwJ9//oni4uJvfTq1UlhYiAMHDmDt2rVQUFD41qdDCJEyyrEghBBCfiBPnjzB+fPnsXLlSsjJyX3r06mCw+EgLy8PeXl5yM3NZT7Py8tDREQEZs2ahS5dunzr0ySE1AMKLAghhJAfzN27d3Hjxg388ccfYLPZ9XKM6gKEih9FRUVgsVhgsVjg8XiQlZWFiooK1NTUoKamBlVVVeZzLS0tqgBFyE+MAgtCCCHkB3Tt2jU8efIECxcuhIyM6JXN4gYIxcXFTM4DP0BQVVVlAoOKAULFxxo0aEC5EoQQABRYEEIIIT+sS5cu4dmzZ9DS0kJeXh7y8/OZGQQ+NpstECBUDgwoQCCESAsFFoQQQsgP7O3bt2CxWEzwQAECIeRbocCCEEIIIYQQUmdUbpYQQgghhBBSZxRYEEIIIYQQQuqMAgtCCCGEEEJInVFgQQghhBBCCKkzCiwIIYQQQgghdUaBBSGEEEIIIaTOKLAghBBCCCGE1BkFFoQQQgghhJA6o8CCEEIIIYQQUmcUWBBCCCGEEELqjAILQgghhBBCSJ1RYEEIIYQQQgipMwosCCGEEEIIIXVGgQUhhBBCCCGkziiwIIQQQgghhNQZBRaEEEIIIYSQOqPAghBCCCGEEFJnFFgQQgghhBBC6owCC0IIIYQQQkidUWBBCCGEEEIIqTMKLAghhBBCCCF19n+aNAqlOr+f5gAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8))\n", "gdf_proj.plot(ax=ax, color=\"#f0f0f0\", edgecolor=\"#444\", linewidth=0.5)\n", "\n", "H.plot(gdf_proj, ax=ax)\n", "\n", "ax.set_axis_off()\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 6, "id": "749234de", "metadata": {}, "outputs": [], "source": [ "# Change libpysal graph to scipy sparse matrix\n", "G = H.sparse\n", "G_csr = sp.csr_matrix(G)" ] }, { "cell_type": "markdown", "id": "184a969c", "metadata": {}, "source": [ "## Create sample flows\n", "\n", "Create Origin-Destination (OD) pairs to represent travel demand across a spatial network. Each tuple in the dataset follows the format `(origin_node, destination_node, flow_volume)`. The flow volumes are the total number of trips between each pair of locations." ] }, { "cell_type": "code", "execution_count": 7, "id": "8d5761f6", "metadata": {}, "outputs": [], "source": [ "np.random.seed(42)\n", "\n", "num_nodes = G.shape[0]\n", "nodes = list(range(num_nodes))\n", "\n", "od_pairs = []\n", "\n", "while len(od_pairs) < 50:\n", " origin = np.random.choice(nodes)\n", " dest = np.random.choice(nodes)\n", " if origin != dest:\n", " volume = np.random.randint(10, 200)\n", " od_pairs.append({\"origin\": origin, \"destination\": dest, \"volume\": volume})\n", "\n", "flows_df = pd.DataFrame(od_pairs)" ] }, { "cell_type": "code", "execution_count": 8, "id": "82f56942", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " origin destination volume\n", "0 51 92 24\n", "1 71 60 30\n", "2 82 86 84\n", "3 74 87 126\n", "4 99 23 140" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "flows_df.head()" ] }, { "cell_type": "markdown", "id": "dd88791c", "metadata": {}, "source": [ "## Basic FRLM model " ] }, { "cell_type": "code", "execution_count": 9, "id": "b664966d", "metadata": {}, "outputs": [], "source": [ "frlm_basic = FRLM.from_flow_dataframe(\n", " p_facilities=1, # Locate 1 facility\n", " vehicle_range=0.2,\n", " # values >=1 are absolute distances in network units;\n", " # values between 0 and 1 represent percentage of the longest path\n", " # (e.g., 0.2 = 20% of longest path)\n", " # uncapacitated model is used by default, set `capacity= ` for capacitated model\n", " network=G_csr,\n", " flows=flows_df,\n", ")" ] }, { "cell_type": "code", "execution_count": 10, "id": "26bb8817", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "FRLM(vehicle_range=20% of longest path, p=1)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frlm_basic" ] }, { "cell_type": "code", "execution_count": null, "id": "c8d5d447", "metadata": {}, "outputs": [], "source": [ "frlm_basic.problem.writeLP(\"frlm_basic.lp\")" ] }, { "cell_type": "code", "execution_count": 12, "id": "d9127e9e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'status': 'Optimal', 'objective_value': 529, 'selected_facilities': [62]}" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frlm_basic.solve(solver=pulp.GUROBI_CMD()) # use solver='greedy' for greedy solver" ] }, { "cell_type": "markdown", "id": "1fa65e3a", "metadata": {}, "source": [ "- Retrieve flow/vmt coverage details, and get Dict with coverage info for each OD pair\n", "\n", "```python\n", "flow_coverage = model.get_flow_coverage()\n", "vmt_coverage = model.get_vmt_coverage()\n", "```\n", "\n", " - Retrieve node coverage percentage\n", "\n", "```python\n", "node_coverage_pct = model.get_node_coverage_percentage()\n", "```\n", "\n", " - Get all available statistics in one call\n", "\n", "```python\n", "details = model.get_detailed_results()\n", "```" ] }, { "cell_type": "code", "execution_count": 13, "id": "3f68769a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'covered_volume': 529.0, 'flow_volume': 4531, 'covered_proportion': 0.12}" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "result = frlm_basic.get_flow_coverage()\n", "result" ] }, { "cell_type": "code", "execution_count": 14, "id": "aaa303e8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'model_parameters': {'vehicle_range': 3.4,\n", " 'p_facilities': 1,\n", " 'capacity': None,\n", " 'threshold': 0.0,\n", " 'objective_type': 'flow'},\n", " 'solution': {'status': 'Optimal',\n", " 'objective_value': 529.0,\n", " 'selected_facilities': [62],\n", " 'solution_time': 0.12},\n", " 'solver_statistics': {},\n", " 'coverage_statistics': {'flow_breakdown': {(51, 92): {'flow_volume': 24,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (71, 60): {'flow_volume': 30,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (82, 86): {'flow_volume': 84,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (74, 87): {'flow_volume': 126,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (99, 23): {'flow_volume': 140,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (21, 52): {'flow_volume': 11,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (87, 29): {'flow_volume': 47,\n", " 'covered_proportion': 1.0,\n", " 'covered_volume': 47.0},\n", " (1, 63): {'flow_volume': 197,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (20, 32): {'flow_volume': 67,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (21, 88): {'flow_volume': 58,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (90, 58): {'flow_volume': 179,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (91, 59): {'flow_volume': 181,\n", " 'covered_proportion': 1.0,\n", " 'covered_volume': 181.0},\n", " (46, 61): {'flow_volume': 60,\n", " 'covered_proportion': 1.0,\n", " 'covered_volume': 60.0},\n", " (54, 63): {'flow_volume': 140,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (50, 6): {'flow_volume': 30,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (72, 38): {'flow_volume': 27,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (3, 88): {'flow_volume': 69,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (13, 8): {'flow_volume': 99,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (52, 1): {'flow_volume': 93,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (7, 46): {'flow_volume': 44,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (77, 80): {'flow_volume': 173,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (49, 3): {'flow_volume': 11,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (5, 53): {'flow_volume': 115,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (3, 53): {'flow_volume': 155,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (89, 43): {'flow_volume': 171,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (73, 61): {'flow_volume': 23,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (94, 47): {'flow_volume': 24,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (71, 77): {'flow_volume': 199,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (39, 84): {'flow_volume': 91,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (52, 23): {'flow_volume': 163,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (88, 59): {'flow_volume': 133,\n", " 'covered_proportion': 1.0,\n", " 'covered_volume': 133.0},\n", " (40, 28): {'flow_volume': 24,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (44, 64): {'flow_volume': 98,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (70, 8): {'flow_volume': 97,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (0, 7): {'flow_volume': 72,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (10, 80): {'flow_volume': 145,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (32, 4): {'flow_volume': 50,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (27, 6): {'flow_volume': 81,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (11, 33): {'flow_volume': 42,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (47, 22): {'flow_volume': 71,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (87, 36): {'flow_volume': 108,\n", " 'covered_proportion': 1.0,\n", " 'covered_volume': 108.0},\n", " (43, 85): {'flow_volume': 44,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (64, 98): {'flow_volume': 110,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (46, 77): {'flow_volume': 140,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (0, 4): {'flow_volume': 151,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (26, 8): {'flow_volume': 24,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (89, 41): {'flow_volume': 133,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (76, 50): {'flow_volume': 72,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0},\n", " (95, 51): {'flow_volume': 105,\n", " 'covered_proportion': 0.0,\n", " 'covered_volume': 0.0}}}}" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "results_basic = frlm_basic.get_detailed_results()\n", "results_basic" ] }, { "cell_type": "code", "execution_count": 16, "id": "40d28c5a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "coords = np.array([geom.centroid.coords[0] for geom in gdf_proj.geometry])\n", "fig, ax = plt.subplots(figsize=(10, 10))\n", "gdf_proj.plot(ax=ax, color=\"#f0f0f0\", edgecolor=\"#444\", linewidth=0.5)\n", "H.plot(gdf_proj, ax=ax)\n", "ax.scatter(coords[:, 0], coords[:, 1], color=\"black\", s=10, label=\"Node Centroids\")\n", "\n", "covered_nodes = set()\n", "\n", "for i, (facility, count) in enumerate(frlm_basic.selected_facilities.items()):\n", " ax.scatter(\n", " coords[facility][0],\n", " coords[facility][1],\n", " c=\"red\",\n", " s=300 * (count**0.7),\n", " alpha=1,\n", " edgecolors=\"black\",\n", " label=\"Facility\" if i == 0 else None,\n", " )\n", "\n", "covered_label_added = False\n", "for od_pair, coverage in frlm_basic.flow_coverage.items():\n", " if coverage[\"covered_proportion\"] > 0:\n", " path = frlm_basic.flow_paths[od_pair]\n", " path_coords = coords[path]\n", " ax.plot(\n", " path_coords[:, 0],\n", " path_coords[:, 1],\n", " \"g-\",\n", " linewidth=2 * coverage[\"covered_proportion\"],\n", " alpha=0.7,\n", " label=\"Covered Flows\" if not covered_label_added else None,\n", " )\n", " covered_label_added = True\n", "\n", " covered_nodes.add(od_pair[0])\n", " covered_nodes.add(od_pair[1])\n", "\n", "for node_id in covered_nodes:\n", " ax.annotate(\n", " str(node_id),\n", " xy=(coords[node_id][0], coords[node_id][1]),\n", " xytext=(5, 5),\n", " textcoords=\"offset points\",\n", " fontsize=8,\n", " bbox={\"boxstyle\": \"round,pad=0.3\", \"facecolor\": \"yellow\", \"alpha\": 0.7},\n", " ha=\"left\",\n", " )\n", "\n", "ax.set_axis_off()\n", "ax.legend(loc=\"upper right\", fontsize=10, frameon=True, fancybox=True, shadow=True)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "9fa7b991", "metadata": {}, "source": [ "The red dot indicates the selected facility location. Green lines show the OD flows that are covered by the selected facility.\n", "\n", "## FRLM threshold extension\n", "\n", "The FRLM threshold extension is based on the original FRLM. The extended model optimally locates $p$ refueling stations on a network to maximize the sum of weighted demand of covered origin/destination zones, where 'covered' means that the zone exceeds a specified threshold percentage of their total outbound/inbound round trips that are refuelable. \n", "\n", "**FRLM threshold extension can be written as:**\n", "\n", "$\\begin{array}{ll}\n", "\\textbf{Max} \\; W \\sum_j w_j c_j + (1 - W) \\frac{\\sum_q y_q f_q}{\\sum_q f_q} \\\\[0.7em]\n", "\\textbf{Subject to:} \\sum_{i \\in K^q_{jk}} z_i \\ge y_q \\quad \\forall q \\in Q,\\; a_{jk} \\in A_q \\\\[0.7em]\n", "\\sum_i z_i = p \\\\[0.7em]\n", "\\frac{\\sum_{q \\in S_j} f_q y_q}{\\sum_{q \\in S_j} f_q} \\ge T c_j \\quad \\forall j \\in M \\\\[0.7em]\n", "z_i, y_q, c_j \\in \\{0, 1\\} \\quad \\forall q \\in Q,\\; i \\in N,\\; j \\in M \\\\[0.7em]\n", "\\\\ \\end{array}$\n", "\n", "$\\begin{array}{ll}\n", "\\textbf{N} & \\text{: Set of nodes in the transportation network} \\\\\n", "\\textbf{M} & \\text{: Sset of origin-destintaion nodes where (} M \\subseteq N \\text{)} \\\\\n", "i, j, k & \\text{: Indices for potnetial facilities/candidate sites/nodes} \\\\\n", "q & \\text{: Index of OD pairs (and the path between them)} \\\\\n", "\\textbf{Q} & \\text{: Set of OD pairs} \\\\\n", "\\textbf{S}_j & \\text{: Set of OD pairs originating from node } j \\\\\n", "a_{jk} & \\text{: Directional arc from node } j \\text{ to node } k \\\\\n", "\\textbf{A}_q & \\text{: Set of directional arcs on path } q \\text{ (round trip: origin → destination → origin)} \\\\\n", "K^{q}_{jk} & \\text{: Set of candidate sites that can refuel arc } a_{jk} \\text{ in } A_q \\text{ given range } R \\\\\n", "\\textbf{R} & \\text{: Vehicle driving range} \\\\\n", "f_q & \\text{: Traffic flow (volume) on path } q \\\\\n", "\\textbf{p} & \\text{: Number of stations to be located} \\\\\n", "\\textbf{T} & \\text{: Threshold (0} \\leq \\text{T} \\leq 1\\text{) for the percentage of total path flow volume attached to a node to all destinations that must be refuelable to consider the node “covered”} \\\\\n", "w_j & \\text{: Weight of origin node/ origin and destination nodes } j \\text{ (share of total system flow):} \\\\\n", "& w_j = \\frac{\\sum_{q \\in S_j} f_q}{\\sum_{q \\in Q} f_q} \\\\\n", "z_i & \\text{: Binary variable: 1 if a station is built at node } i, \\text{ else 0} \\\\\n", "y_q & \\text{: Binary variable: 1 if flow on path } q \\text{ is refuelable, else 0} \\\\\n", "c_j & \\text{: Binary variable: 1 if zone } j \\text{ exceeds threshold } T, \\text{ else 0} \\\\\n", "\\end{array}$\n", "\n", "_The formulation above is adapted from Hong and Kuby (2016)._" ] }, { "cell_type": "code", "execution_count": 17, "id": "2ccc4a7b", "metadata": {}, "outputs": [], "source": [ "frlm_threshold = FRLM.from_flow_dataframe(\n", " network=G_csr,\n", " flows=flows_df,\n", " p_facilities=3,\n", " vehicle_range=0.3,\n", " threshold=0.7,\n", " objective=\"flow\",\n", " include_destination=True,\n", ")" ] }, { "cell_type": "code", "execution_count": 18, "id": "40361522", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'status': 'Heuristic',\n", " 'objective_value': 2822,\n", " 'selected_facilities': [51, 53, 54]}" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frlm_threshold.solve(solver=\"greedy\")" ] }, { "cell_type": "code", "execution_count": 19, "id": "062a06d6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'covered_volume': 2048.0, 'flow_volume': 4531, 'covered_proportion': 0.45}" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frlm_threshold.get_flow_coverage()\n", "# flow_volume: total volume of flows;\n", "# covered_volume: volume of flows that are covered by the located facilities.\n", "# covered_proportion: proportion of flow volume that is covered." ] }, { "cell_type": "code", "execution_count": 20, "id": "ccd9f007", "metadata": {}, "outputs": [ { "data": { 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "coords = np.array([geom.centroid.coords[0] for geom in gdf_proj.geometry])\n", "fig, ax = plt.subplots(figsize=(10, 10))\n", "gdf_proj.plot(ax=ax, color=\"#f0f0f0\", edgecolor=\"#444\", linewidth=0.5)\n", "H.plot(gdf_proj, ax=ax)\n", "ax.scatter(coords[:, 0], coords[:, 1], color=\"black\", s=10, label=\"Node Centroids\")\n", "\n", "covered_nodes = set()\n", "\n", "for i, (facility, count) in enumerate(frlm_threshold.selected_facilities.items()):\n", " ax.scatter(\n", " coords[facility][0],\n", " coords[facility][1],\n", " c=\"red\",\n", " s=300 * (count**0.7),\n", " alpha=1,\n", " edgecolors=\"black\",\n", " label=\"Facility\" if i == 0 else None,\n", " )\n", "\n", "covered_label_added = False\n", "for od_pair, coverage in frlm_threshold.flow_coverage.items():\n", " if coverage[\"covered_proportion\"] > 0:\n", " path = frlm_threshold.flow_paths[od_pair]\n", " path_coords = coords[path]\n", " ax.plot(\n", " path_coords[:, 0],\n", " path_coords[:, 1],\n", " \"g-\",\n", " linewidth=2 * coverage[\"covered_proportion\"],\n", " alpha=0.7,\n", " label=\"Covered Flows\" if not covered_label_added else None,\n", " )\n", " covered_label_added = True\n", "\n", " covered_nodes.add(od_pair[0])\n", " covered_nodes.add(od_pair[1])\n", "\n", "for node_id in covered_nodes:\n", " ax.annotate(\n", " str(node_id),\n", " xy=(coords[node_id][0], coords[node_id][1]),\n", " xytext=(5, 5),\n", " textcoords=\"offset points\",\n", " fontsize=8,\n", " bbox={\"boxstyle\": \"round,pad=0.3\", \"facecolor\": \"yellow\", \"alpha\": 0.7},\n", " ha=\"left\",\n", " )\n", "\n", "ax.set_axis_off()\n", "ax.set_title(\"Threshold FRLM Results (threshold=0.7)\", fontsize=14, pad=20)\n", "ax.legend(loc=\"upper right\", fontsize=10, frameon=True, fancybox=True, shadow=True)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "f3d57627", "metadata": {}, "source": [ "## Capacited FRLM\n", "\n", "The original FRLM is an uncapacitated model. It assumes that the presence of a refueling station is sufficient to serve all flows passing through a node, regardless of their volume. Although it is applicable for early stages of alternative fuel vehicle adoption, it may not be applicable when the adoption of alternative fuel vehicles increase. The capacitated FRLM thus limits the number of vehicles refueled at each station.\n", "\n", "Compared to the original FRLM, the capacitated FRLM has three changes.\n", "\n", "First, it uses yqh instead\n", "of yq. To ensure that no facility refuels more than its capacity, the capacitated model requires precise knowledge of where each flow refuels. The CFRLM uses yqh\n", "to indicate exactly which combination of facilities h is refueling the flow. In addition,\n", "because the capacity constraint may make it impossible for a single combination\n", "of facilities to refuel all of the flow of a particular O–D pair, yqh is\n", "redefined from a binary to a continuous variable to indicate the fraction of the flow\n", "q refueled by facility combination h.\n", "\n", "The second major change is to redefine the facility location variable xk as an\n", "integer variable rather than a binary variable. \n", "\n", "The third major change is the addition of the capacity constraint. \n", "\n", "**CFRLM can be written as:**\n", "\n", "$\\begin{array}{ll}\n", "\\textbf{Max } & Z = \\sum_{q \\in Q} \\sum_{\\substack{ h| b_{qh} = 1}} f_q y_{qh} \\\\[0.5em]\n", "\\textbf{Subject to:} & \\sum_{q \\in Q} \\sum_{\\substack{h| b_{qh} = 1}} e_q g_{qhk} f_q y_{qh} \\leq c x_k \\quad \\forall k \\in K \\\\[0.5em]\n", "& \\sum_{k \\in K} x_k = p \\\\[0.5em]\n", "& \\sum_{\\substack{h|b_{qh} = 1}} y_{qh} \\leq 1 \\quad \\forall q \\in Q \\\\[0.5em]\n", "& y_{qh} \\geq 0 \\quad \\forall q \\in Q, h \\in H \n", "\\\\[0.5em] \\end{array}$\n", "\n", "$\\begin{array}{ll}\n", "q & \\text{Index of OD pairs} \\\\\n", "Q & \\text{Set of all OD pairs} \\\\\n", "k & \\text{Index of potential facility locations} \\\\\n", "K & \\text{Set of all potential facility locations} \\\\\n", "h & \\text{Index of combinations of facilities} \\\\\n", "H & \\text{Set of all potential facility combinations} \\\\\n", "f_q & \\text{Flow volume on the shortest path for OD pair } q \\\\\n", "y_{qh} & \\text{Proportion of flow } f_q \\text{ being refueled by } h \\\\\n", "x_k & \\text{Number of modules placed at location } k \\\\\n", "p & \\text{Number of modules of capacity to be located} \\\\\n", "c & \\text{Number of vehicle stops that can be refueled by each module} \\\\\n", "b_{qh} & \\text{1 if combination } h \\text{ can refuel OD pair } q \\text{, 0 otherwise} \\\\\n", "e_q & \\text{Average fraction of round trips for OD pair } q \\text{ that require refueling} \\\\\n", "g_{qhk} & \\text{Average number of times a vehicle traveling on path } q \\text{ and being refueled by combination} h \\text{ stops at station } k \\text{ on each round trip that requires refueling} \\\\\n", "\\\\ \\end{array}$" ] }, { "cell_type": "code", "execution_count": 21, "id": "b01361ea", "metadata": {}, "outputs": [], "source": [ "mexico = examples.load_example(\"mexico\")\n", "gdf = gpd.read_file(mexico.get_path(\"mexicojoin.shp\"))\n", "H = libpysal.graph.Graph.build_contiguity(gdf, rook=False)" ] }, { "cell_type": "code", "execution_count": 22, "id": "5f86232b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8))\n", "gdf.plot(ax=ax, color=\"#f0f0f0\", edgecolor=\"#444\", linewidth=0.5)\n", "\n", "H.plot(gdf, ax=ax)\n", "\n", "ax.set_axis_off()\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 23, "id": "9fbf8f00", "metadata": {}, "outputs": [], "source": [ "G = H.sparse\n", "G_csr = sp.csr_matrix(G)" ] }, { "cell_type": "code", "execution_count": 24, "id": "1d87df3d", "metadata": {}, "outputs": [], "source": [ "np.random.seed(42)\n", "\n", "num_nodes = G.shape[0]\n", "nodes = list(range(num_nodes))\n", "\n", "od_pairs = []\n", "\n", "while len(od_pairs) < 20:\n", " origin = np.random.choice(nodes)\n", " dest = np.random.choice(nodes)\n", " if origin != dest:\n", " volume = np.random.randint(10, 200)\n", " od_pairs.append({\"origin\": origin, \"destination\": dest, \"volume\": volume})\n", "\n", "flows_df = pd.DataFrame(od_pairs)" ] }, { "cell_type": "code", "execution_count": 25, "id": "9b5b175f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "FRLM(vehicle_range=200, p=5, capacity=300)" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frlm_capacity = FRLM(vehicle_range=200, p_facilities=5, capacity=300)\n", "frlm_capacity.add_network(G_csr)\n", "frlm_capacity.add_flows(flows_df)" ] }, { "cell_type": "code", "execution_count": 26, "id": "07ff8e82", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Generating combinations: 0%| | 0/20 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "coords = np.array([geom.centroid.coords[0] for geom in gdf.geometry])\n", "fig, ax = plt.subplots(figsize=(10, 10))\n", "gdf.plot(ax=ax, color=\"#f0f0f0\", edgecolor=\"#444\", linewidth=0.5)\n", "H.plot(gdf, ax=ax)\n", "ax.scatter(coords[:, 0], coords[:, 1], color=\"black\", s=10, label=\"Node Centroids\")\n", "\n", "covered_nodes = set()\n", "\n", "for i, (facility, count) in enumerate(frlm_capacity.selected_facilities.items()):\n", " ax.scatter(\n", " coords[facility][0],\n", " coords[facility][1],\n", " c=\"red\",\n", " s=300 * (count**0.7),\n", " alpha=1,\n", " edgecolors=\"black\",\n", " label=\"Facility\" if i == 0 else None,\n", " )\n", "\n", "covered_label_added = False\n", "for od_pair, coverage in frlm_capacity.flow_coverage.items():\n", " if coverage[\"covered_proportion\"] > 0:\n", " path = frlm_capacity.flow_paths[od_pair]\n", " path_coords = coords[path]\n", " ax.plot(\n", " path_coords[:, 0],\n", " path_coords[:, 1],\n", " \"g-\",\n", " linewidth=2 * coverage[\"covered_proportion\"],\n", " alpha=0.7,\n", " label=\"Covered Flows\" if not covered_label_added else None,\n", " )\n", " covered_label_added = True\n", "\n", " covered_nodes.add(od_pair[0])\n", " covered_nodes.add(od_pair[1])\n", "\n", "for node_id in covered_nodes:\n", " ax.annotate(\n", " str(node_id),\n", " xy=(coords[node_id][0], coords[node_id][1]),\n", " xytext=(5, 5),\n", " textcoords=\"offset points\",\n", " fontsize=8,\n", " bbox={\"boxstyle\": \"round,pad=0.3\", \"facecolor\": \"yellow\", \"alpha\": 0.7},\n", " ha=\"left\",\n", " )\n", "\n", "ax.set_axis_off()\n", "ax.set_title(\"Capacitated FRLM Results (capacity=300)\", fontsize=14, pad=20)\n", "ax.legend(loc=\"upper right\", fontsize=10, frameon=True, fancybox=True, shadow=True)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "c953b87c", "metadata": {}, "source": [ "## References\n", "\n", "- [Upchurch, C., Kuby, M., & Lim, S. (2009). A model for location of capacitated alternative-fuel stations. Geographical Analysis, 41(1), 85-106.](https://doi.org/10.1111/j.1538-4632.2009.00744.x)\n", "\n", "- [Hong, S., & Kuby, M. (2016). A threshold covering flow-based location model to build a critical mass of alternative-fuel stations. Journal of Transport Geography, 56, 128-137.](https://doi.org/10.1016/j.jtrangeo.2016.08.019)\n", "\n", "- [Kuby, M., & Lim, S. (2005). The flow-refueling location problem for alternative-fuel vehicles. Socio-Economic Planning Sciences, 39(2), 125-145.](https://doi.org/10.1016/j.seps.2004.03.001)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.14.3" } }, "nbformat": 4, "nbformat_minor": 5 }