{ "cells": [ { "cell_type": "markdown", "id": "285d0aa9", "metadata": {}, "source": [ "# Tutorial 2 - Fish Habitat Assessment using the MesoHABSIM Model \n", "\n", "This tutorial demonstrates how to use the `SARAwater` package to assess fish habitat using the MesoHABSIM model." ] }, { "cell_type": "markdown", "id": "025aa76b", "metadata": {}, "source": [ "## Import libraries" ] }, { "cell_type": "code", "execution_count": 1, "id": "2514143f", "metadata": {}, "outputs": [], "source": [ "import os\n", "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import sarawater as sara\n", "\n", "plt.style.use(\"stylesheet.mplstyle\")" ] }, { "cell_type": "markdown", "id": "79573def", "metadata": {}, "source": [ "## I/O paths and directories creation" ] }, { "cell_type": "code", "execution_count": 2, "id": "46162f60", "metadata": {}, "outputs": [], "source": [ "input_csv_filepath = os.path.join(\"data\", \"daily_discharge_30y.csv\")" ] }, { "cell_type": "markdown", "id": "f26b1a89", "metadata": {}, "source": [ "## Read the discharge data and create a reach object" ] }, { "cell_type": "markdown", "id": "82716ee6", "metadata": {}, "source": [ "### Read the CSV data" ] }, { "cell_type": "code", "execution_count": null, "id": "bfd151ec", "metadata": {}, "outputs": [], "source": [ "reach_df = pd.read_csv(input_csv_filepath)\n", "\n", "# Convert the first column to datetime\n", "reach_df[\"Date\"] = pd.to_datetime(reach_df[\"Date\"])\n", "\n", "# Convert the datetime column to a list of datetime objects\n", "datetime_list = [t.to_pydatetime() for t in reach_df[\"Date\"].tolist()]\n", "\n", "# Put the discharge data into a numpy array\n", "discharge_data = np.array(reach_df[\"Q\"].to_list())" ] }, { "cell_type": "markdown", "id": "fee0a7f5", "metadata": {}, "source": [ "### Initialize a reach object" ] }, { "cell_type": "code", "execution_count": 4, "id": "a84a10bd", "metadata": {}, "outputs": [], "source": [ "Qabs_max = 0.2\n", "my_reach = sara.Reach(\"My Reach\", datetime_list, discharge_data, Qabs_max)" ] }, { "cell_type": "markdown", "id": "a9f14e68", "metadata": {}, "source": [ "## Add scenarios to the reach object" ] }, { "cell_type": "markdown", "id": "7796afa7", "metadata": {}, "source": [ "### Minimum release scenario (read from CSV)" ] }, { "cell_type": "code", "execution_count": 5, "id": "dd933c77", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MFR values range from 0.090 to 0.106 [m^3/s]\n" ] } ], "source": [ "# Read the minimum release values from CSV relative to a Minimum Flow Requirement (MFR) policy\n", "minrel_df = pd.read_csv(\n", " os.path.join(\"data\", \"minimum_flow_requirements.csv\"), header=None\n", ")\n", "\n", "# Get the minimum release values (second column), convert l/s to m3/s\n", "Qreq_months = np.array(minrel_df[1].tolist()) / 1000.0\n", "\n", "# Create a constant scenario with these values\n", "MFR_scenario = sara.ConstScenario(\n", " name=\"MFR\",\n", " description=\"Minimum Flow Requirement scenario from CSV file\",\n", " reach=my_reach,\n", " Qreq_months=Qreq_months,\n", ")\n", "\n", "# Add the scenario to the reach\n", "my_reach.add_scenario(MFR_scenario)\n", "\n", "# Print the min and max MFR values\n", "min_mfr = MFR_scenario.Qreq_months.min()\n", "max_mfr = MFR_scenario.Qreq_months.max()\n", "print(f\"MFR values range from {min_mfr:.3f} to {max_mfr:.3f} [m^3/s]\")" ] }, { "cell_type": "markdown", "id": "dcd30e7f", "metadata": {}, "source": [ "### Ecological scenario (using the built-in method)" ] }, { "cell_type": "code", "execution_count": 6, "id": "08f81e4f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Scenario(name=EF, description=Ecological Flow Scenario with default parameters, reach=My Reach)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "my_reach.add_ecological_flow_scenario(\n", " \"EF\", \"Ecological Flow Scenario with default parameters\"\n", ")" ] }, { "cell_type": "markdown", "id": "fa801efb", "metadata": {}, "source": [ "### Let's check we added the scenarios correctly" ] }, { "cell_type": "code", "execution_count": 7, "id": "9b2bcfa4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "scenarios[0]: MFR | Minimum Flow Requirement scenario from CSV file\n", "scenarios[1]: EF | Ecological Flow Scenario with default parameters\n" ] } ], "source": [ "my_reach.print_scenarios()" ] }, { "cell_type": "markdown", "id": "b61170c5", "metadata": {}, "source": [ "## Compute the released flow discharge and abstracted flow for each scenario" ] }, { "cell_type": "code", "execution_count": 8, "id": "24a3f1ef", "metadata": {}, "outputs": [], "source": [ "for scenario in my_reach.scenarios:\n", " scenario.compute_Qrel()\n", " scenario.compute_natural_abstracted_volumes()" ] }, { "cell_type": "markdown", "id": "4500d19e", "metadata": {}, "source": [ "## Habitat analysis" ] }, { "cell_type": "markdown", "id": "9f8ede80", "metadata": {}, "source": [ "Read Habitat-Discharge curves from input data" ] }, { "cell_type": "code", "execution_count": null, "id": "c4fa0d55", "metadata": {}, "outputs": [], "source": [ "HQ_curve_df = pd.read_csv(\n", " os.path.join(\"data\", \"HQ_curves.txt\"), sep=\"\\t\", header=\"infer\"\n", ")\n", "my_reach.add_HQ_curve(HQ_curve_df)" ] }, { "cell_type": "code", "execution_count": null, "id": "d569ca53", "metadata": {}, "outputs": [], "source": [ "my_reach.get_list_available_HQ_curves()" ] }, { "cell_type": "markdown", "id": "e6dad4c4", "metadata": {}, "source": [ "Compute IH for each species and scenario" ] }, { "cell_type": "code", "execution_count": null, "id": "fcf76d4e", "metadata": {}, "outputs": [], "source": [ "for scenario in my_reach.scenarios:\n", " scenario.compute_IH_for_species()\n", " for species in scenario.IH.keys():\n", " print(\n", " f\"Scenario {scenario.name}, Species {species}, IH: {scenario.IH[species]['IH']}\"\n", " )" ] }, { "cell_type": "markdown", "id": "8b65b4f4", "metadata": {}, "source": [ "## Draw Plots" ] }, { "cell_type": "markdown", "id": "10a8efc6", "metadata": {}, "source": [ "Initialize a `ReachPlotter` object" ] }, { "cell_type": "code", "execution_count": 12, "id": "1a752997", "metadata": {}, "outputs": [], "source": [ "plotter = sara.ReachPlotter(my_reach)" ] }, { "cell_type": "markdown", "id": "c0f24c19", "metadata": {}, "source": [ "Full HQ curves" ] }, { "cell_type": "code", "execution_count": 13, "id": "f49ac606", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotter.plot_hq_curves()" ] }, { "cell_type": "markdown", "id": "2dab6608", "metadata": {}, "source": [ "HQ curves setting xlim, and showing the DMV (or another constant scenario) range" ] }, { "cell_type": "code", "execution_count": 14, "id": "4122c530", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotter.plot_hq_curves(xlim=0.4, rule_min=min_mfr, rule_max=max_mfr, rule_name=\"MFR\")" ] }, { "cell_type": "markdown", "id": "e67af1f5", "metadata": {}, "source": [ "Habitat timeseries" ] }, { "cell_type": "code", "execution_count": 15, "id": "a301f995", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['BROW_A_R', 'MARB_A_R', 'TROU_J_R']" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "my_reach.get_list_available_HQ_curves()" ] }, { "cell_type": "code", "execution_count": 16, "id": "a567bce1", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotter.plot_habitat_timeseries(\"BROW_A_R\", start_year=2004, end_year=2004, save=True)" ] }, { "cell_type": "markdown", "id": "438343f5", "metadata": {}, "source": [ "UCUT" ] }, { "cell_type": "code", "execution_count": 17, "id": "8379743c", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotter.plot_ucut_curves(\"BROW_A_R\")" ] }, { "cell_type": "markdown", "id": "3ae934e3", "metadata": {}, "source": [ "IH_vs_volume" ] }, { "cell_type": "code", "execution_count": 18, "id": "6e80330c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAs8AAAI8CAYAAAAOdEYAAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjgsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvwVt1zgAAAAlwSFlzAAAPYQAAD2EBqD+naQAAryFJREFUeJzt3Qd4U+X3B/BDN3vvvadsQdlTRRBZAipTxYUKgqCggCxZAjJEUH4sQcWJiqiALBmCbNl7lb3KKKUr/+d79Oafpkmatrdt0nw/z5MnTXKTm7y9TU/enPecDBaLxSJERERERJQgv4Q3ISIiIiIiBs9ERERERInAmWciIiIiIjcxeCYiIiIichODZyIiIiIiNzF4JiIiIiJyE4NnIiIiIiI3MXgmIiIiInITg2ciIvIZMTEx4q28+bkTpScMnskrlChRQjJkyGA9/fjjj27fd9WqVXHu+/7770tqsd2vs1NAQIBkz55dKlWqJN27d5cNGzZIenLq1Cnra/3oo4/EU+G4MJ7nunXr4t1u3NakSRO3HxPbGvdLbzp06GB9bc8//3yix/jmzZuSmq5evSp9+vSRL774QrwR3vNatmyZZvtP7PvnTz/9ZL3Pq6++muj9VaxYUe9bsmRJSW4j5F69eulj5ciRI1mPQ2Rg8ExeaenSpW5v6+n/LDGbdOvWLTl48KAsXrxYGjduLG+88UZaPy0ipy5duiTLly+3Xv7qq69SPRhOjCtXrki5cuVk7ty5Xjl7+95770m7du3kxIkT4i1at24thQoVsr5fR0ZGun3fLVu2yKFDh/TnF154IV1++CTvxuCZvNLPP/8s9+7dS3C7+/fvyw8//CBprUGDBnL79m2Hp+vXr8u+fftk8uTJkitXLt1+xowZMmfOnLR+2kQOLVy4UKKiouSBBx6QLFmySHh4uMyfP99jR+vu3bty48YN8Vbnzp0Tb+Pv7y+9e/fWn/Eet2LFCrfvaxxL+FbuueeeS7HnSJRUDJ7Jq+CfNdy5c0d++eWXBLfHNmFhYVKgQAFJ638kCDIcnXLmzCmVK1eWAQMGaMpGcHCw3mf8+PESGxubps+byJH//e9/eo40gscff1x//uSTT5L99TqlL0jnMWaNP//8c7fug0kR45vFNm3aSMGCBVP0ORIlBYNn8iqlSpWSOnXqWL8qdjdlo2vXruINEER36tTJmit85syZtH5KRHHgA96RI0f051atWsnTTz+tPx89elTXFxAZkK/cokUL60SGO7P/3333naaxwYsvvsjBJI/E4Jm8jvHPGl8DYgbaGaREGLPTzzzzjMNt8MaOmZG8efNKdHS008c6ffq0+Pn56bYLFiyQlFSkSBHrzxcvXnS4zeXLl+Xdd9+V6tWrS7Zs2SRjxoxStmxZefnll625gs7g6/ZFixZJx44dpXjx4pI5c2YJCQnR/ETkKeI2V2MBGFcE+fgwg5lypJtgcZw7OaX4CnfIkCG6IAjPO0+ePNKwYUOZN28eZy5F5Ntvv7UutEJ6kiuNGjXS7WrXrh3n+mPHjkn//v31w1imTJn0hN91586ddSFXcuB3DLlz59bfOY4Z/A7h448/TtRjrVy5UmevsZAra9asUqtWLf3GBWkgziT2tRmLzgxIJcB1WIRsv6AMecX4m8NiSHwrhL+tmjVryt9//50mfz/GAkukyRjvQ8ax4eh9aO/evZojXKZMGf3bMp7/iBEj9O8uodSWadOm6eQEvg3D76Rp06aJWpztCJ6PkUL39ddfu52yUaxYMXn00Ufj3IZxxQw2PrTly5dPgoKC9BzHEMYuoXG3h4XBxnguW7YswQXrOD5s4XeA643jf/v27dKlSxedLccxUbp0aRk4cGCcDw2YVcfvGmOMY7datWoyZcoUl++bGDv8beF+2BeOmcKFC+sxhL8hSgMWIi9QvHhxfB9sefLJJy2hoaEWPz8/vbxkyRKn91mwYIFu8+CDD1pu3LihP+M0YsQI6zaLFi2yXr98+XKnjzVmzBjdJlOmTJbbt2+7/byNx27cuLHb92ndurX1fqdPn453+08//WTJmjWrdRv7k7+/v2XatGkOH/vkyZOWihUrOr2vcXr00Uct0dHR8e4fFhZmadeuncv7NmzYULez3adxW8+ePS0FChRwet+OHTta0gqOC+N5rF271pTfJbY17ueuiIgIS86cOfU+Xbt2dbrdqVOnLBkyZNDtZsyYYb3+999/t2TMmNHl7+ipp55y+PtNyM2bN62P3bdvX+v1b7zxhvXYc3TMOhrjd955x+nzK1GihOXo0aPx7p+U1+ZsO7ynGHBc4rpmzZrF+/vInDmz9XhO7b8f2/GyP82fPz/e2Brvi45OuXPntqxfv97psVShQgWn9x08eLDD90933L9/35InTx69b/369V1ui/E1jumRI0fGuQ3HVa1atVyOXdWqVfUx7Bm/3+zZs8e5Hn/nxn1/+OEHt/7/2MLvwBjbuXPnWgICAhw+Lxwz+L/Rq1cvp8/96aefdrjvw4cPW8qVK+fydXfr1k3fNyj1MHgmr2D/5tWkSRO93LZtW6f3eeSRR3SbqVOnOg2e79y5Y8mSJYte/8wzzzh9LOMf5rPPPpuo553YgAv/3Ix/gNWrV493+4YNG6xv0Phn9+WXX+qHicuXL1t+++03/edk7HPhwoVx7hsTE2OpWbOm3oYAZMKECZYDBw5Yrl69ajl06JB+2ChVqpT1/vhgYQ/jbftmv2XLFr3/nj17LM8995zDfwS2wTNOQUFBluHDh1sOHjxoOX/+vH4YKF26tPX2xYsXW3w5eIZXXnnF+mENx6gjY8eOtY4nfgdw9+5da6CC3/Uvv/xiOXPmjOXSpUuWdevWWZo2bWp9PvPmzbMk1scff2y9//bt263X79q1y3r90KFDnd7fPhjE3/XSpUv1+SFYfvfddzUAx21ly5a1hIeHW++b1NeGoGX//v3W22bPnq3X4fHsgyucELzhbwPH5t69ey1ffPFFmv39IPDEc8X7Dq4vVqyYXsYpKirK+rgffPCB9b6tWrWy/PHHH/q4GB88L9zP+CCAsbAVGRlpfX/Dewt+R8eOHdP3lGXLllnKly8f53eW2OAZBg4caL3/8ePHnW73/vvv6zY4Bs6dOxfnQ5vxPPD7ee211/SYu3btmv6OBgwYYD1u8Du4fv16qgbPGDecEOR+//33lgsXLujvFL8L4/GNDyfdu3fX547fD47bKlWqWLf566+/4jw+fgeFCxfW23LkyGGZMmWK/p3gdW/bts3Su3dv633xM6UeBs/kFezfvObMmaOXg4OD9Y3VHv6h4s0UJ7yROQuewXgDwj8WR4EKggTjvitXrkzU8zbu16BBA+s/PdvTrVu3NPjduHGjzsQhWDLejBEo28I/bwQUuL1GjRoOZ8DxD9X40IA3Wzy+YcWKFdbng3+ojuCfphG828+EIMi1nYlyxAgA8A/OmDm0D54dzfDjH6rxz69Dhw4WTw6ek3pKjK1btyb4YaJSpUp6e/v27a3XYWyN+yFwsnfv3j1rgNe8eXNLYuG4w30feOCBeLfhwx5uy5cvnwZ9CY1xoUKFNEC1Z/xt4/Thhx+a8tpsj0H7GVv74PnVV191+NzT6u/H9vnZzpbbvjbjA3WfPn0cPu7FixctBQsWtM6u25o+fbrLgB+Bmu2HgqQEz/igbNwfAbIjsbGxlpIlS+o2TzzxRJzbhgwZYr0/ZngdwbeQzn6HKR0844QPdleuXIlzO/7v4P+KsY2j388///xjvX3UqFFxbnv++ef1+mzZsukHNUdwH+P+9v8zKOUweCavYP/mhU/tgYGBTv8Z4mts3NayZUu97Cp4xqd/4zZHaSD9+/fX2zADgAA2MZISZCGowCyyvV9//dW6zapVq5zu03aW7bPPPrNejzfWfv36aSqA7ayVPXxljvu2aNEizvVdunTR6/Pmzes0OELwgAD/8ccft2zatCle4OLqa9vatWvrNtWqVbP4evAMxmwgxtLejh07rI+L2UHDd999Z70eAbgjuB7fcNjO7LnDdp+YAbOHVCFXf0f2Y+xq5htfv2ObypUrm/LaEhM8O0ttSKu/n4SC57fffts6G277YdnVtwa2gXndunX1Ovz9OYNvB5ITPAPSUXD/MmXKOLx9zZo11n38/PPP1uvxnou0CFyPbxxdadOmjW4XEhIS51uL1AieEeA7Yoyvq1l3BMe4/cUXX7Reh9QdfKuE6/GNjDP45gD/M5LyzSglHRcMklfCYiWj25ajhilGlQ1nCwXtF10ZC4qWLFkS5zYs4jCqejz77LO6aDAlYPFIjx49tEkKFkTZL5SBtWvXWn+uWrWqLpZ0dMJCG2MBi223QizKQ4e/L7/8UuunOlowtGbNGl0QBfaLb1avXq3neG5YqOMIFsigEgMWRNWrVy/e7Y6uMxjlBLHQ05O5qtltf8K2SdWzZ089RwWLa9euxbkNxwlgoatRKs4YX+N3g7+PQYMG6aIo2wYVWBCGYx4LjpKyUDAwMFC6desW73b8fRj7TmjhIBZZYVGeM0888YSeHzhwwPraU/K12apRo4bD6z3h78cR433B6Mjn7H3BqFJk+76Aqhbbtm3Tn7EIz5m2bds6fM1JWTiI9zc0QXG2UBALpm2fyz///GM9BrAo1J3F5BEREQ73kZLq1q3r8HosaAQswMQCUUewsNNYGGjYtGmT9djGMens94r7GPtOb91pPRmDZ/JaRvk5/FOyDS5Q4g1vnFjt7OoftAH/cBC4OgpU8NhGxQsjmEkKdA3875sePeEND41R0I4bsBob/2zxTwqr5B3BPx1D/vz5tTqBsxNaEYOzUnf4h4lGLOhkiAoB6L6GN/DmzZtLaGiobmNbsxf/jIxxwbZJZQT1zmphQ2I6wOGfi7N/KjilRN1hVzW77U/Ga0oKBKj4sIZgzLZKge0HOnw4RDBr+wEEzXZwTCMw+vDDD7ViAqo5ICBBNQVUbEgs1N41PpAiCEOHQRy/tqcLFy7IQw89pNts3rxZ9uzZ4/TxUI0ALemdQeUYwO/POIZT6rXZQhUD/P0kJK3+fly9L+zcudPle8KDDz5ovY8xpniuxvM0xtwRvJfaVidJiqeeesraHtu+5jM+aKJEHaApiu3fje17WKVKlVzuAxVYHN0vNTh7bzMmXFwd747eJ2zf71FVw9Xv1mgEht8newOkDgbP5LVQNghv6gg6v//+e+v1mBkyCuwbn+gTgsAY/5TtAxVjhg8ltBJ6404MzDzhjR5lrVByDhCcYBbRWZkuo/ZpYtjf588//9T9YqYC//gRAKDkH2r0YoYEwZjRUteW7QcKlFdKKmczbkn1wQcfuPynktxgKi1h9tT4dsW2xfwff/yhgaqzD3SvvfaabNy4Udq3b69/H8as6G+//aYl3vAtC/52jMdwxzfffKPNhowZMTQrcnSynfmaNWuW08dDeTdXbG+37SSaEq/NlvGYzqT1348jyXlfsC2hltDzchX8uQOTAvh2wlG7blzG+x4CTWOG2v65Aj6QunvcuCpjmhISOqZT4/eKwDm1X7evYvBMXgvBEWZ97BumGMGz8UbtDvzTxdeytoEK3syN2p/GzHRKGD16tPWrdwQG9v887N+cMetsO4vt6oTZKANq1aKuNb4Kx2NhfPA1NOqEov0vAg6krSCFxNm+wVUNXjKXERwjYDVm0owPdAhWnaUY4Ct/fKBEbd9ff/1VUxywLT4g4rhA7d7HHnvM7Vl+I2UjMXAsGQG3vYSOIdsAwJitTKnX5i5P/fsxHhv1hd19X0BdYSP9zZBQ0IXZ8+Tq06ePw3bdRsoGfm9FixaNcx/bgDmh52ib8mVmMGv7AS612D7/gwcPuv27dXfCiJKHwTN5NSPHbf369fpVMv6xIUcO/8Bsc0HdgUYJxlfOeCykcODNGl+LG/tJCUbDA+SvGsG/owYIyGUGpGQk9E/EUboCZrgx24M31927d2sQ1q9fP53dtM0RvXLlisNZJ+NN2fbrREfGjh2r/5xTI+cQTSRc/SNJ7lfNaQ0zrBh7vBZ8rY0AxvhA504aEWb7EJBMnDhRP0idPHnSOpuNhhruNFhADi5mXI12ywn98x46dKh1Rtho7mEPqVCugjEEC4A8W2e/QzNeW2J46t+P8b6A159YeN5GyoCr5kqY0TTjWxw0BDHSR4zUDcza4z3XWUdB298/3t9d2b9/v8P7uZMuYTsTbgsfwm7evCmpzfi9uvO7TYn0NHKNwTN5Ncw8YwYab3AILowZaHT/SmyKAPLK8NUl/lGgU9ny5cv1euRTGoFtSsHj237NPWDAAA3g7fOmAa/VVZc4/HPGrAUWHyGtwWD8g3rkkUe0A5kjCDrQvRBsc+cQ4NevX19/xocKZ7N6uO+wYcO0qxY7XyUf0giMRVKYUcVsHWbXEFQ6+mYFAR7SCh5++GGHj4eOeOjgZzh79myiZp2ND5iuIMDG8QKffPKJw21w/CD9xBEcd0YaFjonGukEyXltxvNJjrT8+3H1/I33hR07drjM88XsLmZxkX6GNBfAZeP++FDmLAhDOo5Z6QDGN2v41gAfsIwF30aHRnv4hgV57ZBQh0Ljdrz32+Z4uzO76+hDjzGuzgLrlIRvQo18aSOn2RGkLZYvX14/COHDNqUOBs/k9cGF0TIVeZk4JTZlw4AgHEG38Y/EaO2dkikb9sG78VqQi4j8TvsKBMYM1zvvvOMwrxNvpK+//rp+zXjixAltzWswVstjhsnRohLk2Blfq4L9PwwERYD92gYptvCPH/+A8c8eXyNT8hkBK1J6/ve//1krNhjVSexn0jA799dff8WpzmLLNpXH1SIx21bUgA9j7lQPQUUBLJwzjjVnQfLgwYMdBmQ4tozZ2VdeecWU12a7qDKpgVBa/v0Yz9/Rc3/ppZd0ewTkL7/8srXahy3sEy26EawiwLZt5248L7wuLMi0h28I8LsyC77FQ9CK9ygE0MZ7NtqmO6rogQDSmJFGdRXjb8BRW3ujnT32kVB+tHGsGgEq7m8PY4pvt9ICJlSMBe/44IPX7siECRN09v78+fMaRFMqSUaZO6JU46zOJqDTmNFYwFk9Zld1nm2tXr06zmOhTbKzmqzuSGxXOtSnNWp+4vTjjz/Ga7RgPDfU9kRDCbTWRVMYPHfbLmv23RdRn9a4rXPnzlq3F/Wy0f511qxZ1gYFxglNOOybGBgNWHB66aWXrJ2y0EimR48ecW5zVGMX3R6dwe/WWS1bX+swaM9ojmOcvv76a4fboekIatkaTXImTpyodb/xO0KTBXTFMxrxoJ42fqeu2NZWtm+X7Aqen3E/26Y3xhgbDXHwHFC/HM0l8PzQ8tu4H45l27/j5Lw2NFAx/m7QOht/L+jellAdYE/4+wGjlTleA5q14P3MtqGTbQe/OnXq6PsEXiOayaDmtm0HT0c1ulGT2nj8119/3do5EfXkH3zwwTi/s6TWeXbU/MN4bDSWcdRW27bmsfE3gG3xHHfv3q2dBPft26dNZ4xGMeim6G6HQUAvAGNs8DvA4+HYQEMs4+8X/wcSqvOM32VS39eM/294nrbw3m7UuEZDsGHDhlmPeRx/OE6M/eMx7F83pRwGz+T1wTOKxBtvMDi99dZb8bZxN3jGPzijlS1OaJOcHEkJuPCP2LhfkSJF9B+Hrc8//1ybANj+o7Y/PfbYY/EaJpw+fVofz9X90EGuU6dO+jMCEYyt/Tiie5urx8D9bT9wMHhOfvA8ZswY6/jiH3lERITTbRGM2nY1c3RCowr8Y06I0V4YQZWr4MYefv9oBoL7IqgxmpYYwTP+nvF36uz5oaGGo0AgOa/NaNJhnBCMGM1O3Ame0+rvB9Bu234722500dHR2sDF1ePid+isdTq6tKLzoLP7IkhDwxqzgme0obZ9fHygSQh+p/hQ5Oo11qpVSxvN2HP1+8UHBeNYdXR64403rMF+agfPsHPnzjj/kxyd8OEILeIp9TBtg7wevtJEyoPBncYozuDrT6P2cmqmbNjCV69GfiRW8SNFw77+L77Wxlep1atX14VI+LoTVThQng9fP+LrUPt6tViAgq+1kU+Nr/dQ0xa5gai5izzOefPm6Vfixte4qApgpK7YVj5AzibyFLEgE+W5sG+s2sfiLeSd42tYs0vS+Tock8bXy/g6H787Z/B7QHoD8maxQAvHAX5H+F2hLvL06dO1LjNyhF3Bsff777/rz8iLTcziS/z+jQWNSCWaM2dOvG0mTZqki2NRGxpf4+N5opLGp59+ql9RO6pakZzXhmMW+eM4VvH88LW4OznfnvD306xZM3185Hxjv1iAiIoVtiktqPyB+tNIf0CKDRZUYlukJiD1Z+vWrboY0RE8Hn7XSNFBri2eD34nyBvGfmfPni1mQqk/5DIbHC0UtIff6fbt2zUHH4s08fvDez+aqiCNCQs4kZeO154YaC6DReZvvvmmpvpgzPD68ZhY94L64WkJlWSwgHbq1Kn6d4jnhmMGxxLSqHA9nj9TNlJXBkTQqbxPIo+GvMMxY8ZoM4PDhw+n9dMhIiIiD8KZZyIb+Cxp1NFFpysiIiIiWwyeiWzga0u098ZXd/j6k4iIiMhW/LowRD4GeYAoeXf8+HHNtzRmnZGPSERERGSLOc/k87AIA00AbBemoIOYfVtgIiIiIqZtkM9D8IxV+wiW0SQFrYgZOBMREZEjnHkmIiIiInITc55TGNq4om0mZjZRQ5iIiIiIPK/a1u3bt6VQoULWuvrOMHhOYQicixYtmtK7ISIiIqJkQvMkNN9xhcFzCjO6vOGXgU5w3i4qKkpWrlypHbXQ3Yk4rp6OxyzH1dvwmOW4epuodBAb3Lp1Syc77bvzOsLgOYUZqRoInNNL8JwpUyZ9Ld76B+KJOK4cW2/DY5Zj6214zHJs3eFOii2rbRARERERucmrg+eTJ09Khw4dJFeuXHrq0aOHXLlyJVGPsXfvXgkKCpL3338/3m2///67NGzYUGdas2TJIi1atJC//vrLxFdARERERN7Ea9M2rl27Jk2bNpXIyEh5++23JTo6WiZNmqTB8LZt2zQgTgju06tXL/0qx9769eulVatWUrlyZe1Ah21nzZqlNYFRB7hOnTop9MqIiIiIyFN5bfA8ZcoUOXfunPzzzz9SsWJFva5u3brSsmVLWbhwofTp0yfBxxg3bpzs37/f4W39+/fXxPGtW7fqzDNgZhv7evfdd2XVqlUmvyIiIiIi8nRem7bx1VdfSZMmTayBMyCtonz58npbQhB0jxkzRoYNGxbvths3bsiePXukc+fO1sAZ8ufPrzPPmzdvNvGVEBEREZG38MrgGcHtiRMnpFatWvFuq1mzpuzYscPl/ZGC0bt3b52l7tatW7zbUUni8OHD8uabb8a77erVqxIQ4LUT9kRERESUDF4ZBYaGhup54cKF491WsGBBCQsL01P27Nkd3n/ChAly9OhRWbZsmQbS9vz9/aVs2bLxrkc+9aZNm+TRRx91+tzu37+vJ9u6gYC8ake51d7GeA3p4bV4Eo4rx9bb8Jj13rHF/z1H//vSO7xmTH7duXOHk2A+MLYBAQGJei6J+XvzjFeYSGifCLYpFYaMGTPq+d27dx0Gz8hxHjVqlMycOVM7yJw6dcqtfeKAQM4zvPPOOy7zqEeOHBnvehQPd/R8vRVzvjmu3obHLMfV14/Z4OBgbQCBc3dq2aZHBQoU0G+uKf2PrcVi0clMxIy2k5rOhIeHp1zwnJIDU6pUKbcHBFz98Tu6LSYmRqtrNGjQwK0FhbYD2rZtW82DHjJkiOY9O4PbBwwYEK9jDbrupJcmKXhDR8oLm6RwXL0Bj1mOq7dJiWMWAcTFixe17ComljAj52sBNGIHTKxlzpzZ5167r42txWLR2XBkIWDyE4F9Qp0DjUyBFAmey5QpkyIDg8d092sk/PHDvXv34t1mXOcoUDVK2W3cuFFzl438aSNAxnWoF+3n9/+p4Ddv3pQ2bdpousZzzz2nZetcwSd6nOzhDTA9BZvp7fV4Co4rx9bb8Jj1jrHF/zIED/jG1ROCm7QQGxurH0zwDbXt/3lKv2ObLVs2rcyG4x/xnSuJ+VvzS2pEnxIndxUrVkzPL1y4EO+28+fPS44cOfTTj73ffvtN60KjRnPevHn1hAWGRmCNy2fOnLFuf/nyZa0ljcD5xRdflLlz5/rsmw4REXknBDX42hozzvwfRr4kQ4YMetzj+DdzDUGScp6R9rBhwwbTngS6+CWm/BuC45IlS8rOnTvj3bZr1y6pXbu2w/tNnjzZOtNsuHTpklbc6N69u+Y0Y2rf+IoLCwN3796tVTdQV5qIiMjbIGUR+G0h+aLA/2aU8Xdg1t+AVy4YhI4dO8pHH30khw4dkgoVKuh1q1ev1hJzgwYNcngfR6XtjAWDyLdGnWhD3759NXDu168fA2ciIvJ6nHUmX5QhBTIGEh08jxgxwpo2YRbkEtsGru4YPHiwLFq0SJo3by4DBw6UiIgImThxogbIRu1mLG7EjHa9evXcXowIBw8elM8//1xnuKtXry6LFy+Ot42j+tBERERElL4lKXh2F3KGEdQmFGyjYUliIT8ZqSNIqRg+fLiWgWvXrp3mLhsL9nA7Hnv+/PmJCp7Xr1+v50gwd/bcGDwTERER+Z6AlE6t2LJlS4oVY0cr7hUrVji9HWXpcHKlRIkS8RYrvvzyy3oiIiIiIrKV4vVEElNFg4iIiCilvf/++5oLa39CqTUUJHj++efj9bVwdh+c8I13/vz5tafDN998k2BqKNZVYb0WSu8aKaJIR3XUSwON3bCPd9991+HjoVuy8TwcpZnCsGHD9HZ8O59c4eHhWgIOj/fWW2+JWRYsWOB0fIOCgjTjoFGjRjJnzhwtjZeWvHbBIMUVdfmyRF+5kuhhCcibVwLz5eNwEhFRskVGx8r209dl15mbcjsiSrKGBEqNYjmkdvFcEhTgOfV/DWh61qRJE+tkHwJDFB5YuHChfPfdd/LXX39ZixI4uo8BDUIOHDggv/76qza4QYUupJXaGzNmjAbhgFK46COBb+fRhA2BLQohoDLY66+/br0P1nYhZRZlcx1BGV7UVkZAiZ8dpZUa6agI7pPrm2++0YpkKAmMgBf9L8ys5FKtWjVNw7WFFOBjx47JTz/9JH/++aeO9bRp0yStMHhOJ24u/Vqufvxxou+Xp29fyfv6aynynIiIyHfsOnNDZq09Lqev35XoGIv4ZRCJtYj8uDtUiufKLH2blZHqRXOIJ0EQbASztr788kt55plndDYYAZs794Hff/9dWrVqpTO9KIaAGsO2M8gIghEc4vErVqwY576o8IV01zfeeEPrEhuzunXr1tUGN9u2bdNaxfaBKvaJmWsEtCtXrtQPAbYVJvBYuC9K8VatWlWSa968eRo4oxrZBx98oME0xsoseC3OxhcfMh5++GGZMWOGvPbaa1K2bFlJC573MZCSJEeXzlLiu2/jnQpOmqi349zR7bgfERFRcgPnMcsPysmrdyRvlmApmSezFM+dWc9xGdeP/vmAbucNunbtqqkJa9asSdT90B8CvSswE23bv2Lfvn0ycuRILaCAx7QPnI2gEYUOEHC/9957WooX0Eods93ooGzf3wLboORus2bNdFb5ypUrsmPHjjjbbN26VQNoVDVLbtm248eP68wvPkA8++yzet3s2bMlteCDx1NPPaUfEFCeOK2kaPDMfOfUg9SLjJUrxzsF/1dlBOeObmfKBhERJTdVAzPOYfcipViuTBIS6B/ndlzG9bgd22F7T4cg09/fX0JCQhJ933z/pUKGhYVZr0M6BtIqhgwZ4rJNdOHCheXtt9/WYPfTTz+Nk7oB9qkbmHU2gnYjJQOpG7aMpnZmpGxg1tliscjjjz8ulSpV0plsPKd//vlHUouj8U1XwfPMmTMT/amNiIiIvAdynJGqkT9biNOZTVyP27Edtvd03377rXYkxgx0YiBn2ghWMZNsQDoFIMc5IZ07//uNMHKuDUYvDPvgGYEySvViths51EjpsA+eke+M8W/ZsqUkB4J/9NcIDAy0Pkd0ZwYs4ksNeA7GWNqOr8fnPO/du1dXh7pTN9ndF4bVpXfu3DElF4eIiIhSDxYHIsfZfsbZHm7Hdti+Xuk84gnWrVsXJ78WC9OQCrF8+XJNhZgwYYJbj4MYBqkZqIiBHhedOnWyLjRECsfZs2c1dipSpEiCj1W6dGmt3oH7GDnOVapU0Zxl2+AZzxWBMVIosD1OyAfGNuhTgSoeWIyIksEPPPCA3j85MMt97tw5adu2reTJ8+/vD6kb77zzjixZskRfO1JdUgI+lBw9elTGjRuncSjywM2YSU+1mWcExElpauJKz549pWbNmqY+JhEREaU8VNXA4kB3YGL6dkTK9H5ICgSfyEU2TgiWf/zxR4mJidEAEYGwPWxnX0oNC/oQuCIf+KWXXtIZWoORXmC7eDAhuXPn1vSIa9euxUnduHTpkladMJ478qCRsmHAz3juRj4w8p8RvJsRaKLhnO1sMxQsWFAf+9atWzpbbwZUOrEfXyxQRPyJxYn4YPLLL79ohZG04ucpuczMjyYiIvI+KEeHqhruQPiQNcRzCn2h+gXiD+OEYBSL4lB+DcFgvXr15OLFi3Hug8V7uB9OgwYNknLlyun1CJ6xeA8L6FAv2pAzZ07r7Km7UDkDQSOCaGd5z0Z6hn3wDEbKrJFCktyUjevXr2vVEcxmP/HEE/EmQG2DazMWBRrji1ntWrVq6fWYyd+/f78G0LbjkhaSdAQjMRyFqs2SmonmREREZB7UcUY5uoioGJepG7g9wD+Dbu+psEAQaalDhw6Vq1evytSpU2X69Olaks1ZqTrchm/k0aCkS5cumt6APGQDAulChQrJ+fPndSbbWPDmDNI1EDwjxcO2LJ2R97xx40YNWLEfVO+wrUONb/ExY450FCN4xmtKbsyG14ZFjDiFOFlEiTJyKIn30EMPmVqqDqkaWGg5fvx4ad++vb4mNEzxuuAZX0Hgl2em5JZPISIiotSHBiio44xydKiq4ej/OWZ1L92KkJJ5suj23gDBKoJnBIWuoJTc3LlzdVYUsdGLL74Yr9Nfhw4dtIgCFgG+8sorLh/PWCiIms+2ihYtqrPcKD0XGhqqnQr79OkTZxtjYSDqSKNsHZ4PFhMmpWqILWNW+emnn3aY14wa1XheWDiY3ODZEXxAwUQr0jWQtoGZdVRD8Zrg2axpeSIiIvJ+6ByIBiio43zmerhW1bCdgcaMMwLn7BmDdDtP7DToiJFvjFSFhGCxHgJmzPxi8RxSGzALbXj11Ve19Nzo0aM1KHY2+4wUEcy0YsbZPjA2AnoEqI5SNgy4DsEzngcWDiY33xm1pREco205HjODgw9H2AbpFV9//bV+4HBnzBID+/zf//6nCycx8/zhhx9qST+vCZ6N3BYiIiIiQOfA99pUjNNhEDEWcpyRqoEZZ0/sMOgMFtmhNjMgVcAdqHs8fPhwrTqBLoGYATZqOqMpCvKokSONKh4IMrG9LcxcY1YVqR1IUahcuXK8fSDvedasWZpKgplXIw/alhEsG3Wikxs8o7Yz9OjRw2mWQPXq1aVGjRqya9cuXfCH7oNmy58/v7bkRoUPpHXgQ0iZMmUkLXhO1j4RERF5rRrFcsrHz9bUOs4oR4eqGlgciBxnpGp44oyzfak6TS+5dEm+//57TXt48skn46VPuIJ23giMkeoxYMAAWbBggfU2tNsOCgqSgQMHamleBNEIOrFPbI9UBFSQmDRpkm7jCO6DbVCuDYsZHc3wogIGStMhzSG5LbmR4/zFF19o0JzQ5GnPnj01eMbMeEoEz4A24Hg+SN/AzDzGLC3Sfhk8ExERkSkQIKOGs6fUcU4Iyr3hZMBsLgJSBJ/I733++ecTFZwh/xnpBahDjBlYzJLaVrrAjDQapXzyySeyatUqnR1G8FyiRAkNmF944QUpW7as08fHc0N6xN9//+1yRhmpGwiek1tlY9myZdosBhVGkLbhSseOHWXYsGGai40xxX1SAsYOs/L44INcc0fpLSktg4U14lIUah+itiMWWaZU8XBX7u3fL6c6dpIS332r7biTCwXbV6xYoa05bVcBE8fVU/GY5bj6+jGLZhonT57U4Ce5C8e8GbrT4X8y/henZY3g9CjWg8fW3eM/MfGaZ71CIiIiIiIPxrQNIiIiIh+AqhlIxXAX0kl69eqV6P189NFHWunDXdgH9uUtGDwTERER+UjwjPbi7kLeclKD59OnT7u9PRrPMHgmIiIiIo+CQDgpwXBinTp1StIz5jwTEREREXli8Lxjxw6H3XuIiIiIiLxBigfPhw4dkujoaP156dKlcW5DPgxyb1BDkIiIiIhIfD14RtFstKdEUXC0nkTRbgN6wL/33ntaUJyIiIiISHy92sa+fftk586d8scff8jUqVPloYceksyZM+vKSrSZfPjhh+X69esp/TSIiIiIiDx/5hltLdFKEv3eu3XrpikaX331lbafnDdvnvZmR2caIiIiIiJPl6p1nuvXry9BQUE644zTa6+9Jrlz59briIiIiIg8XapW28ibN68cOXLEejk8PFymT58uixYtSs2nQURERETk+cHztGnTpEKFClK8eHF5/vnn5e+//5bOnTvLiRMnUvNpEBERERF5fvBcrVo12bRpk3zyySeSI0cOmTBhgpQuXVquXr2amk+DiIiIiMjzg2fkN6O6xuOPPy6TJ0+WXbt2yffff6+XiYiIiFLD+++/rwUNcHruuedcbosJvsDAQN0WlcIcOXPmjPj7++s2M2fOdNm22tiv/Qn3z5kzp040Dh06VG7duhXnvuvWrXN4Pzy3AgUKyJNPPilr164VszVv3lz3U7t2bdMe81QyxsHnFgzu2bNHD7BixYpZr3viiSdcHmhERETkHWKioyT00EG5cPSQ3A+/K8GZMkvBshWkcIWK4h8QKJ5o2bJlMmfOHA1CHfnmm2+szd6cmT9/vlYOQylePBYKIriSPXt26d+/f5zrYmJi5OzZs/LLL7/IuHHjZPXq1fLnn39KcHBwnO2Q+tqrVy/r5YiICAkNDZWff/5ZfvrpJ/niiy/k6aefFrOCXATkeF3oEr19+3ZTg+jkjIPPBM+vvvqqNG7cWEvWtW/fXqpXry4Wi0UuX76cmk+DiIiITHbh6GHZuuxruXnxgsTGxOgsIv7HH9y4TnIUKCh123eWgmXKe9S4FyxYUC5cuCCrVq1y+i04yutmzZpVbt++7fB2vMYFCxZoGmqjRo00kN64caM0aNDA6X6RuorZb0du3ryp1cmwLmzx4sW6RsxWiRIlHN73+PHj8sADD0i/fv00xgoJCZHkwmvB68MM8LvvviuzZ8+WuXPnilmSMw4+k7aBX+oPP/wgv/76q35ywScZDBw+eRAREZH3Bs7rFs2VGxdCJXOOnJKzYCENmHGOy7h+3cK5up0n6dSpk55//fXXDm8/f/68BsLt2rVz+hhr1qzRGdrHHnvM+ngIMpMKcdFbb72lP69cudLt+yF4R4rFlStX4nRzTirMpC9cuFBjNDwfpIbgg0RYWJikhqSOQ7oLngGzzZj2xwkl6rZu3SoDBw5M7adBREREJqVqYMY54u5tyZ6vgATY9W7AZVyP27EdtvcUVatW1SpgP/74o0RGRsa7fenSpRpEdu3a1eljoOEbYOa6ZcuWur7r22+/TVYxhHz58ul5YgPVgIB/EwoyZswoyYXO0KdPn5ZHHnlE+3GgOtrdu3dTtbxwUsch3QXPhpo1a0qRIkU0MZyIiIi8E3KckaqRJWduTdVwBNfjdmyH7T0JgkKkCDia3cRMK+KVcuXKObwvgjp8o44+FggykTeNQPv+/fua8pBUv/32m3XC0V0nT57U/OAqVapI5cqVJbmMDwXPPvusnnfv3l3P58yZI6klKeOQ7oJn5M0g4RyJ7YDUjZ07d2ouCxEREXkfLA5EjrP9jLM93I7tsL0n6dKli3VhoC30oNi2bZvLWWcszrt3754u0DNmfXv27Knnn376qcY97sLMNwLg0aNHy6xZszRtwdHCQ6SIIE/YOCEXuXfv3lKjRg3JkyePzpY7+xDjrhs3buhCSsyiG7ngiNkqVaok+/fv1wV8KcXdcfCZBYMoB4PVoPil1KpVS1588UU94JLz6YyIiIjSDqpquBusYbv79+6KJ0FAiNlaI3UDKQrGrDOerzGT7IgRvxizsvDggw9KxYoV5eDBgzoTjFQOe0iHcDVmCFQ/++wz/Ybe0X1Hjhzp8H6YIUcRBrym5Pjyyy+1igcW6dlWIcEHg7fffltzuhs2bCjJlZxx8JmZZxycyAFCMvsrr7yiM87IZ9mwYUNqPg0iIiIyCcrRuTvDiu2CM2b2uLHH7DNSMH7//XfrdQieUe2haNGiDu+DGVhUgkCgbF++zZh9RlM4R7AIb8SIEXp67733tGyvn5+fXo8ZXzyus1QFVC3DOBqnqKgorRiCmAqz0kgfQdBuRspGjx494lyPaml+fn7Jzuk2Yxx8ZuY5U6ZMep4rVy79igEnHKzZsmVLzadBREREJkEdZ5Sji46MdJm6gdv9/P11e08MnocNG6ZVNxDAYdYYFStc9aH43//+p+fY1tnsKb5tR8WOQoUKJViibfny5VpiDgEq8q/RVM4dSBdBJQzkJqOkHpqlDB8+XFq0aCFJsXfvXk2xhbp16zrcJjIyUgPswYMHS3KYOQ4eHzxfu3ZN82ASCx1j8AtByoaBZeqIiIi8FxqgoCwdytGhqoajQBIzpHduXJOcBQvr9p6mbNmyOsOJJiNI0cCsMwoaPPXUUw63x2wvZnrxWl944QWdLbWHvOADBw5oXWQEswlp06aNfPDBBxqQIgDevXt3vKA7IUbAjKZ0yZ11xgw3KpHYu3z5si6SRE73oEGDkp1fnRLj4JHBM5LHUWIusZA307p1a+2M06pVK6lXr57Tjj5ERETk+dA5EA1QUMc57PJFraphOwONGWcEziGZs+p2ntppELPPQ4YM0ZQHzECjZrJRKs3RjDJSUBFgIoh0BGkHmEFF8IxFfe5UF0NdY8y8Ip0V+cboi5HYyU1jRjcpMKO8ZMkSDYiRz12yZEmH2xQpUkSbsqC5DNJEzJbccfDInGd8CsDXEImFZHx8kjhy5IgWHEf6BgJxFOEmIiIi74TOgU16vKAzy3dv3pAbF85rWTqc4zKub9LzBY/rMGhfsg7Gjh0rhw4dcqu2s22bbEczqOhgiFbTCATdgaAVj406zSjTlthqZHjugKA9KTDzjlxmdEp0FDhDUFBQgjndyZXccfDI4BlfV3To0CHRbbWRVI9Vp99//71+OsInFsw+4zwpUMoEzwNBOE5IbMcnwcTm9uBAcNQe0ozHJyIi8gUFy5aXJ958R5r1flkqN24upR+sq+e4jOs9OXCGUqVKaaWMLVu2SHBwsP7/dwSL8xDQoUuy0VHQWS4y1nYltuMgOgWOGjVKf37zzTfjLcyzL1WHE5rNIcZCDWbcHwvwksKdDwWAammADwVJmUw1Yxy8Lm0DuT1YWYrZY0ynu9tvHF+H4KsOFCNHiZOHHnpIT0mB4Ltp06b69QHKpkRHR8ukSZM0GEZdRqPUjCu4Dw4QfBhIiccnIiLyJUjJKFalqp68EVI3UOEBrbadrclCh72YmBgNnLNkyeLy8fr06SPjxo3ThW+YkHM3PxjBIuo1oxtzv379NJXCWak6bUCTJYuUKVNGFz3ivlhjllgIgvE8E/pQYOSIN2nSRNatW6el5LDflOBqHLwueEZQiRWoCDonT56sl8ePH+90VaYtrGI1w5QpU+TcuXO6GhaftgD7x8w20kBwwCYEBzRKzaTU4xMREZHnMWZs7WEGFyd7CExty/FhUs0dJUqU0Pbettwp64f8aATxthCsJqbpSmJhUR4mCt21du1a68/2r9GdcUnqOHht2oaRZoHFfu+8847mokyfPl2/nkhsKkdSYSUsDiQjsDVWmZYvX15vSwiC4jFjxjj9tJTcxyciIiKi9MeUOs+FCxfWqXRM3yNHCCdMr7uzsjQp0KEQbTMdfa2AHvQrVqxweX98skKgj1lk1BG0D6CT+/hEREREaQkpsh999FGi7uNoNj4hy5Ytk127dmmJP+SKJ5SagolJnLyZqU1SMBjr16+Xjz/+WHOakeid1CLdroSGhlqDdntY2YrGKzg5y1eaMGGCHD16VH/hjr6iSM7j4+CxbeN569YtPUeKi6Pc6pRmvD6cm7F/4zHS4rWkZxxXjq234THrPWOLx8FX5PhqPbFfr6cnRpqAMRbp3fXr15228XbGnXrU9lDzGXng7sL4o5pHasHv2ujE6GpSNzF/b6Z3GMQTe+ONN+Tpp5/WBYJY+fnhhx9K8eLFTdvH7du343QstIWyJnD37l2HwS1ynBHUI2cbdQqxatXMx0cetaODFUn4jh4vpQWHhgpGftOmTXLfwWtNqqRWSCGOa1rhMctx9dVj1uhAd+fOHV0E7+uM//HpHaqE4Zv0xDAm/BJj2rRpekrp/SQVjvl79+5pzWhXOd3h4eFp3547b968WhgczVS6d+8uzZo10/zokJAQ0z49uvpqwNFtWB2L6hoNGjRwueAvqY8P+MAwYMCAOAdI0aJFtYh4WrQhjzhwQM5NnyH169eXkEqVkv14+GSGN3SkvLDBjXk4rimHY8tx9fVjNiIiQmsNoyKDGf+DvRX+tyNwRgtrs7vi+TqLB48tjn9MfGK229Xxn5iAPknBM9omDh061K1tUaECqRzoAY9UDgSXzmonussoDYNPEvaM6xwFqkapuY0bN1rrBRqfyvCJA9fhk1pSHx+Q74OTPbwBpkWwGR0QYJ15MHP/afV60juOK8fW2/CY9fyxxcQRAhqUmXXURtpXGKkaxliQb4ytn5+fPq+E/p4S87eWpOAZNfccBc/IAz5z5ozWIMS5/c8XL17UPvGYhUZdQJQqSYpixYpZC5U7qlOItpSoU2gPRc0xfV+nTh2HgTVOqMOY1McnIiIiovQtScHzvn37tMYhpuiNABlfCTnKI7Kv44cpc2y/efPmJAfPCF7RNnLnzp3xbsOKTzRwcQQ1qe3zfy5duqQVN5Bagg6CyAvDc0zK4xMRERFR+pak4BkBMRYBOipwnTt3bp25xQJB23Pj53z58pnxvKVjx45aggX95ytUqKDXrV69Wg4fPiyDBg1yeJ9atWrFu85YMIi2nLaVQZLy+ERERESUviV5wSDSL9Ce0T44NqpRpLTBgwdraZTmzZtrNyAkhE+cOFEDZMwkA2o1Y4a7Xr16Ghyb/fhERERE5FuSFDyj615ad9lDNQ+UHUHfc9QlRBm4du3aad6ysWAPt6MZyvz58xMdPLvz+ERERETkW5IUPLsq85aa0CrbVbc/lKXDKan91RN6fCIiIiLyLUmqJ9K/f3/znwkRERERkYfzrGJ8RERERCkIXYBR99fd04IFC/RbbGe3Y61XoUKFpG3btvLHH3+43Pe2bds0nbR06dKaDponTx558MEHZfTo0VrO1xHsH/tJ6Jt04zliezO9//77+rg4T6peJo2fV6ZtoDYzmp5UrVo15Z4REREReaXI2FjZFnZXdt4Kl7DoGMke4C81s2WSOtkzS5CHNM9o3LixjBgxIs51y5Ytkz179siTTz4p1atXj3MbLq9bt05/dnQ7OtOhjO3PP/8sy5cvl2+//TZeMzi0hX7jjTfkk08+0XVT6DrcqVMnbZn+999/69oqFCWYN2+eFmRIr55M4vh5dfCMOs6ohXz//n3p0qWLnrB4kIiIiHzbzrC7Mu30JTkVESnRsbHilyGDxFos8t2lG1IiJEj6lcgvNbOlfYOxJk2aaLM2+7K1CJ5RGMDVDK+r2z/99FN56aWXZMCAARok+vv7W2978cUXtXgB9rtw4UIpUqRInPtixrVr167SuXNn+frrr9NtAN0uiePnaRL1MRAvaPfu3foJDe0O8akJs9Bjx46V48ePp9yzJCIiIo8OnEccC5UT9+5LvsAAKZUpREpkDNZzXMb1I46G6nbpFQJklO1FI7gjR45Yr0fhAQTOKHWLn+0DZ0BZ3FWrVklAQIC8/PLLcvXqVfE1LzoZP0+UpO9QUIUCXzHs379fvvjiC62B/Pjjj2vnPZRywwsnIiIi30jVwIzzzegYKR4SJCH+cUMLXMb1uB3bYfv0ymgEFxYWZr1uypQpej5mzBiXpW6RzvDcc8/J9evXNbbyRfkcjJ8nSnYCUpUqVTTRHZ33MOWOT0tNmzaVhx9+WDv0nT9/3pxnSkRERB4HOc5I1SgQFKgLwBzB9bgd22H79Ajxzt69eyUoKEgqVaqk1927d0/+/PNPCQkJ0dnlhCBtA7777jvxNecdjJ+nMjV7v2bNmjJhwgTt7IfA+cyZM/LQQw9Jo0aN5OOPP5bLly+buTsiIiJKY1gciBxn+xlne7g9KjZWt08v0CcCs6Rr1qyR1q1bS2RkpC4MzJYtm96OeAjXlSlTRgIDAxN8vMqVK1vv5wssCYyfp0qxpa+oyoGvKhBAf/DBB3Lo0CENrlu0aKFVO/C1BBEREXk3VNXA4kB3YLtb0THirVBmzrbMGtZ/5ciRQ2eVkaf73nvv6SSiwUg/yJ49u1uPnzt3bj2/cuWKpEe9Ezl+6arDYGI1aNBAT9OmTZP169dra2/kTCO/BxU72rdv7/aBRURERJ4D5ehQVcMd2C5bgOdWUUhMqTUExiirdu7cOa1R/Pnnn8ebMc2VK5eeh4eHu13VDFD/2YAAMzESu70nj5+nStURxi8U+dBz5szRwUKnwg0bNugCRAzcN998k5pPh4iIiJIJdZwD/PwkIsb1QkDcHujnp9t7c6k1NAvBaerUqbreC+XnfvrpJ3nhhRckJiburDqqRyBd49ixY/FucwSFGKBkyZLW64zJxaioKJf3RX617fbpYfw8VZp9PEH9vkcffVQLgp89e1ZLlKDGIhEREXkPNEBBHeeLkVGaw+oIrsft2A7bpxfoEoiJv6JFi+o5vlW3vx2xDmaUV65cmeDjGQsFO3bsaL3OmIV21oHQgElJ24oVifXXX3/p5KZ9Wm3sf9VR0AkwtcfPU3nE3D4+lbVp00bLuBAREZH3QOdANEDJEeAvpyMi481A4zKux+3YzlM6DZoFqRmYCEQO7/jx42XLli1xbse37DB48GDr7LCzWWdULcPM8bPPPmu9HuvFUOJu+/bt2pHQEQTn6NKH7WrUqJGk14H1aagxjVlyWzdu3IiXSpKa4+eJ0tcRTERERKkOnQNHlikspTIGy+WoaDkeHiEn793Xc1zG9SPLFvaIDoMpAcUQkHaAWVqco2qEAYvh+vbtK/v27ZPHHntMv223t3HjRmnZsqUG15j9zZs3r/U2zPhifRjaWL/yyivx0jeQ6oAmdrhvz549tSxeUqBXB/zyyy/W69DHA81boF69epIW4+ezCwYN+MWHhoaypTcREVE6UzN7ZvmsSgmt44xydKiqgcWByHFGqkZ6m3G2hyZxCDwPHDigs7jI6zVMnz5dsmbNqjOr5cqV01SOChUqaJC4bds22bRpk2TJkkUXzSFQtjd58mStgbx48WJdK9aqVSudCUZVDgS3J0+elPr16+vjJ1WfPn1kxowZ2rsDrwF513g9yEtG6/CKFStKWo2fp0nVIxmfmNBUBXk1RERElL4gQG6QM6u8UTy/vFe6kJ7jcnoPnAHpFrNmzdKfx40bZ138ZxRMwHVY24XZ4aNHj8rMmTNl4cKFOrs7atQoLenbrVs3h4+NQBnpDOihgUWIy5Ytk4kTJ+pCO7T7xmw1aiXnzJkzyc+/YMGCOgOOCmh//PGHVkjDrDZSahHUp+X4+fTMM5ql4JNN1apVU3O3RERERE4tWLBAT0m93bYUm7NFk4D4Z/bs2Un6TSAdo1+/fnpKKah+lhLdDReYNH6eIlU/CubPn19XVGJ1JRERERGRt0nVmWesAkWy/OOPP67J4aj5jBwfIiIiIjLHqVOn3JrpNaDLn1EVxJWbN29q6og9zBbfv39f4zxUzbDlybnLXhE8//DDDzJ06FDNqXn99dfl/Pnz8uCDD2pyPHqZExEREVHyg+eRI0e6vX3x4sXdDp5HJuJxgcFzMmGlJhLSP/nkEwkKCpLjx4/rKlGUbyEiIiKi5GvSpEmK5A6XKFHC4eOixBwqqqG9tie3B/fKmec333xTdu/eLT///LN2zyldurTmQCOQJiIiIiLydKn68WDChAk669y6dWu9jBIomM5HngwRERERkadL1eA5ICBAg+WvvvpKL/v7+2u7StQ5JCIiIiLydKkaPGfOnFlznpFwbrvCMzo6OjWfBhERERGR5wfPp0+f1sAZQXScJ+EDyeVERERE5P1SdcHg888/r/3c0aL7kUce0XaTx44dk82bN8vLL7+cmk+FiIiIkinq8mWJvnIl0fcLyJtXAvPl4/iTV0rV4LlMmTLalrJ3795SqlQpvS5fvnwp0gqSiIiIUtbNpV/L1Y8/TvT98vTtK3lffy1FnhNRugqeoUaNGlqu7ujRo5rCUa1aNZaqIyIi8kI5unSWLM2axrv+/okTcmHQYCk4aaIE/zdZZj/zTOStUjR4njp1qjRs2FBq1aoVr11j2bJltcNgShTxJiIiopSH1AtX6RcInDNWrsxfBaUrfild17lly5aSO3du6dChg8yaNUuOHDlivR31nadPny7z5s1LyadBREREJuU4X5kxU89dubdnb5zz5D6e2VA2F5N6OD333HMut7169aoEBgbqtujcZ9ttz3gMVyd82w7r1q1zug1K+SJWqlOnjsZO7H/hwzPPTz75pOY479ixQ/744w/55ptv5LXXXpMiRYpI8+bNpUWLFtKlSxeZO3duSj4NIiIiMgEWByLHGakazmac8Y3yjSVL9Gec53y6a7xvnxPzeClt2bJlMmfOHA2QHUHs4qqkbr9+/bTsrjMFChSIc7l48eLSq1evONdFRUXJqVOn5KeffpJ33nlHtmzZos+LfDB4RjdB/MHUrl1bT5GRkTJlyhS5du2arF69WtM6sHjw1VdfTcmnQURERKnk7sZNEnn8uP6Mc1zO0rCBR44/ek9cuHBBVq1aJY8//rjDbdDYLWvWrHL79m2Ht/fv319nod2FbTHz7ci5c+c01fXHH3/USUdMNJLnSVLaBoJftx7crn5z3rx5dcEgZpzHjx8v27dv109WuExERETeDbPOV6ZNQwDw7xV+fnrZU9c3derUSc+//vprh7djbdbGjRulXbt2qfJ88M28Ubp35cqVqbJPSqXg2dmns4Ts3btXG6XYP5b9dUREROR9MMscsW+fSGzsv1fExuplXO+JqlatKhUqVNCZXnw7bm/p0qUSGxsrXbt2TbXnhBK+EBYWlmr7pFQInpH8jk9jidW3b19p2rSpDBs2THbu3KkHZExMjFy8eDEpT4OIiIg8ddbZ4OGzz507d9bSuY5mepGyUbNmTSlXrlyqPZ/ffvtNz6tXr55q+6RUyHlGYjuqZyCx3fiE5I7KlSvLDz/8oJ0Gx44dK8HBwbrC1FnuDxEREXke1HG2d2/X7n9nne39N/t8Y8kXkrFG9QQfJ7WhcMGoUaN0YWCbNm2s1584cUK2bdsmEydOdHn/jz76yOmCQeRDu1pMaIiIiNAFg6hKtnz5cilZsqR069YtCa+GPDZ4Ri4zFgAiBwiBME7uQlMU5Dpj5vn48eMaUFeqVCkpT4OIiIjSABqgJNalMWPEEyEGqVKlijV1IygoyDrrjKIHSNlwVTpuGmbbnUBVDfvgef369U6rjwAWCaIKWZYsWZL0eshDg2ekXsycOVNnoCdPnqyXsQCwbt26bj8GvgbBiYiIiLyLfedAzDq7Exznf++9OLPPRidCT5h9Rkrp77//Lk888YQ1eK5fv74ULVpUjh075vS+J0+eTFS1DdtSdSiBt2nTJq0BXahQIZ39rlevngmviDwu5xklXQA1EVGPcPHixdrsBGXnLqdyoXMiIiJKXUbnQJxCKlWSMNQkts91tufnp9the+O+jlp3p1XwbFt14+DBg/LPP/+kyEJBo1QdTmPGjJG1a9dqaV+sJUNK7NGjR03fJ3lgh8HChQvLkiVLpGfPnvqLRy1nLAQkIiIiH6uw4YwHV94oW7asLtDDWi6kaGDW2d/fX5566qlU2T/K06HnxaVLl3Tm+86dO6myX/KA9txoW4lcHiwCbNiwoTZCISIiIh+rsOGMB1fewOzzrVu3NHbBDDRyjxNTFCG5PvzwQ63qcfjwYRk0aFCq7ZfSOHgGfFJ74403NPEen9zwqY11nImIiHx41tkLZp9Rsg5QDezQoUOpWtsZMmbMKP/73/90MSHahf/555+pun9Kw+DZtpsgVou+9dZb0r17d83tQSkWMyFJH2kiuXLl0lOPHj3kypUrCd5vzZo10qBBA223iZQTlJJx9BXJjh07pGXLlpI5c2bJli2bfpWCT4RERES+zjrr7KJyhEMZMnjk7HOpUqXkwQcflC1btmgpXcQXqQ2xCdI3MDZ9+vRxWeWDvCx4/uCDD9zeFhU4kMqBlpNI5fj+++/FDGgRjioff/31l7z99tsycOBAzVVCsOuoS5Bt4GxsgwohCOzxCe+xxx7Tpi0GBMlIQ0FXxOHDh8u7774rW7du1QM7KQ1iiIiIvF1A3rySp29fPbdERUnUhQuIohP3IBaLRF28qPe3fTxPWjiImCB79uxp8hzGjRsnxYoV0zgE9acpnZSqQ7vKoUOHxrserSTPnDmjaRo4t/8ZnQSRxtGsWTP57LPPElXaxR4WJZ47d05Xw1asWNEaqCMwXrhwoX5icwR5RDgoEdDjKxLAZXQ/RImaVq1aWYueYzZ6w4YNUqNGDb0Oz7tOnToydepUmTRpUpKfOxERkTcKzJdP8r7+mvVyyW+/kejr1+NtZ5Sgsy9pZwjInVv8goLEz+7xUotR7cIeJuJwslemTJl4M+VoapIYmJBzZ7Yd34oz3TUdBs/79u3T2d7bt29bA+SzZ8/qZXv2B0pISIhuv3nz5mQFz8inxoFoBM7QokULKV++vN7mKHhG2gjSSTp27GgNnKFx48Z6jllmI3hGZ6E8efJYA2fA1zm5c+fWgJ2IiMjXBRYsqKeEStoRia8HzwiIsSrU0ScoBJeYyUURcNtz42czVq7euHFDg9tOnTrFuw2NV1asWOHwfgjcjZ7xtnbv3q3neI62ZWuw4hY51Ai44fr163Lz5k0p6OKNgoiIyFdEXb4s0Q7WGhltt52130aaBmaxiXwmeAakXyDAtA+ObWd0U0poaKieY7GfPQS2SB/BKaF8JcyAozg5vqJBa8727dtbbxs8eLD8/PPP8vTTT2uKCFa/YvEj2naimogzSO63TfBH2RtAN0acUhu6FxnnZuzfeIy0eC3pGceVY+tteMx6z9jicTDZhXU9tmt7zHDjq6VybdYsp7c76x6Y+9VXJc9rfSU1GRN+xliQb4xtbGysPi/8HaAinDOJ+XtLUvCMVAmkRqQVIz0kU6ZM8W4zgve7d++6DJ4xi2ykjeBxZsyYoTPTBnwYQF73a6+9JtWqVdPrMOjffvttnFQOR4n+I0eOjHf9ypUrHT7flBYcGirFRbT95/1E5me502WSzMVxTTkcW46rrx6z6L1QoEABXcfjakF9Uvg/3kry1KmT6Pv55cltnVxKbY5STCn9jm1kZKTcu3dP17AZE4qOhIeHp2zw7GwxXmp/wsFssDOubjNuxwcADCpaiyNfGgshkQ8N6HGPtpnIh37xxRe1YyLaZ6IO5Hfffadl6xwZMmSIDBgwwHoZbw5FixaVRx55RMvdpbaIAwfk3PQZUr9+fW2Jmlz4ZIY3dCzMRHt2MgfHNeVwbDmuvn7MYr0P1iVlyZIlziSRKfB/zUNabLsTOyC4w4K8hGIESj9jGxERoROrjRo1cnn8J+bDXJKCZ9RFTkt4AwB8krBnXJdQoJozZ05rSRrkTiNt480339TgGXnNqKZRu3Zt+eOPP6zT/CiYjkWD+PCAlA/UgbSH6xxdjzfAtAg2owMCrDMPZu4/rV5Pesdx5dh6Gx6znj+2mPxBQOPn56cnX2WkExhjQb4xtn5+fvq8Evp7Sszfmme9QjcZC/suoL6kHdRgzpEjhzY2cRc+kbRp00Y/mV+9elWOHj2qecvId7bNj8HAPvvss9p7Ht2HiIiIiMi3JHnBYFpCcFyyZEnZuXNnvNt27dqlM8aOIOBF4XMsBkQHH1v4ugGfTGxnjvFp3Z5xXZonxN+++O8pARlunJCQnJGS4cZhkfNRIlkL/HsiIiIiIt8IngHpFWhkgoC4QoUKeh1Ky6EjDxqhOIIi56jCMXv2bHnhhRe0cgYgBQMLAZHfjHydypUrS6FChWTBggXy+uuvW3NkkDezaNEirf+MNI80tX2+yPrxCW6GZ17yUQxO73+vaPyOSNMhKf/8iIiIiNIhrw2eMXuMQLZ58+Zaag6B7cSJE6VWrVrSrVs33Qa1oNGMpV69etqzHnm/qKqBltwIlLEd2nzPnDlTc2JwGyBVA9chFxodBZ9//nmdcZ43b54G659//nna5/vW7i1S/t+GLnFcPSLyfR+RDp+J5CknEdrlaZAUnDRJQrCog7PORESUyt+CxsNvQcmLeW3wjMYlKDuCRX7Dhw/XMnDt2rXThX5G2gVu7927t8yfP1+DZ0DAjBnnCRMmaFUM5EYjAB87dqyUK1fO+vio+YzVzugrb7QiNxqwIPUjzSX0xpOnnEih6mK5ESgRN4LEkrO8SCF2eSIiotT/FjQefgtKXsxrg2dAK25n3QShV69eerKHcnM4JaRZs2Z6IiIioqR/CxoPvwUlL+bVwTMRERF5/regROlJipSqQyUKlH3bt29fvMYmRERERETeytTgefv27dKhQwdti43W19WrV7dWs0DOMapjEBERkZfC4sC14xJeJHhue9zz5D6eyVBNC+Vp3TkZsYu798H6K0rfTEvb+Oyzz6Rv374O+4afPHlSA2hUxUCAvXjxYrN2S0RERKkFQS4WCCLP2Vm6Br5p/vvTf3/G+YPPo/Vc0h8vBVWrVi3BYPehhx5K1H2M8rmUfpkSPP/999/yyiuvaPm2IUOGaBtr1FH+66+/9Pa6devK+PHjtSrGl19+qdUtUAWDiIiI0pnjf4hcOfzvzzjH5TItxBPhG/L3338/xe9D6YspaRso+4ac5rlz58rIkSOlYsWKcXqbo/016jIvXLhQt0O9ZCIiIkpnMOu8ZoxIhv9iAJzjMtc9UTpiSvC8ceNGKViwoDz77LMut+vSpYsULlxY/vnnHzN2S0RERJ4Es8znd4lYYv+9jHNcxvVE6YQpwfPNmzc1eHYH2l6jGyARERGlx1ln/7jX4zJnnykdMSXnOX/+/HLkyBEtUWebrmEPiwmPHj0qBQqk/qIAIiIiMgmaoNg7u+3fWWZ7lph/r9/2mUjROgk/TiravXu3y/zlHDlySP/+/d2+D/KhWW0j/TMleG7RooWWcPnwww81t9mZiRMn6iw1Wl8TERGRl0L3wMT6dZB4mj179ujJmeLFi8cLnl3dp2fPngyefYApwfPQoUNl6dKlen7u3DmttnH//n297d69e3Lo0CGZM2eOlrMLDg6Wt956y4zdEhERUVqwb7uNWWd3guNWk+LOPhttvNMIgl1M/qX0fSh9MSV4Ll26tHz99dcaNH/88cd6MmTJkkXPUWUDgfP8+fO1GgcRERF5Kdu228h1Xt7/39xmpGg4g9v3fCFSp4/zus9EvtRh8PHHH5e9e/fKSy+9pBU1ECwbpzx58kj37t1lx44dGmATERFRequw4SJwts19ZuUN8nKmdRgEtOSeNWuWnu7cuSO3bt2SzJkza7tuIiIiSscVNhIKnm0rb5Ruztln8lqmBs9w9epVuX37ts44A8rSXbt2Ld52pUqVMnvXRERElBazzu6ynX320K6DRKkWPKPSxtSpU+XixYsJbpshQwYtW0dERERePuusGaD/NUVxi9//zz6nsYRK1Rnfqvfq1SvVnhP5SPA8bdo0lyXq7Bmz0kRERORFshYQafzOv+cxkSJhoYkMnCFW5Fbov/e3fTwPLFUHjRs3ZvBM5gfPyHHGbHK/fv1k4MCB2jQlIMD0jBAiIiJKSwhymw75/8svrhW5ezX+dkYJOvuSdobMeUUCguM/XirBTHJiZ5OTch9Kn0yJcE+fPi1FixaVKVOmmPFwRERE5A38khhG+Nm18CbyteA5b9681nrORERE5CO2zxdZP9757c4aoCBVIw1mnIk8Jnju2LGjpm4cOXJEypVz8PUMERERpT+1e4uUb5X4+6VRjjORxwTPo0aNkt9++02efPJJmTt3rtSvX9+MhyUiIiJPhiCYgTD5GFOC52zZsmnFjdatW0ujRo0kJCREcuXKpYsIHcH1yJMmIiIiIvK54Hn16tXStm1bazvue/fuSWgoytc45iyoJiIiIiJK98HziBEjJCoqSmrVqiUvv/yyFC9eXAIDA814aCIiIjIBeyyQL7KkQG8RU4LnvXv3Ss6cOWXdunWSOXNmMx6SiIiITODv/29ZOExyZcyYkWNKPiUqKirO34EZ0FMz2YKDg7V9JQNnIiIiz4JvgvF/OiwsjLPP5HOzzmFhYXr8m5kRYcrMM1pXrly5Um7duqWLB4mIiMhz5MmTR9cinTt3TrJnz66BhK+tP4qNjZXIyEiJiIgQPz9T5g7JQ8cWQTNmnBE437lzRwoXLmzq45sSPI8ePVpL1XXt2lUWLlyoTVOIiIjIMxgTW1evXnW5oD89MwoaIHXF1z44+OrYBgcHa+Bs9sSuKcHzxo0bpVOnTvL5559rm+7q1avrk3WWxoGBRZBNREREqQMBBE6YkYuJifG5Ycfr3rBhg5bUZVGD9D+2/v7+KfZcTAmeUWHD+KSBaftt27a53J7BMxERUdpAQOEpAU5qB1PR0dHai8IXX39K8vexsTUleB4+fLhHTdMTEREREXls8Pz++++b8TBERERERB4t7ZdEEhERERH5WtpGYiDFY+TIkWbsmoiIiIjIu4LnMWPGuJ3zjHImDJ6JiIiIyGeD5x49ejgNnsPDw+XChQvy999/ayWO119/XSpVqmTGbomIiIiIvC94XrBgQYLbXLx4UWtBL1myRHbt2mXGbomIiIiI0ueCwQIFCsiXX36pLbwTmyNNRERERORz1TbQfRApG2jlTURERETkbVK9VN3t27clLCwstXdLRERERORdwfPcuXPl5MmTUrp06dTcLRERERGRZ1XbcFWa7v79+3L48GHZt2+fVuXo2bOnGbslIiIiIvK+4Hnx4sUaFCNQTkiHDh2kf//+ZuxWZ7EHDhwo69at08tt2rSRyZMnS968eV3eb82aNbpocc+ePZItWzZ56qmntFZ1lixZ4mx35coVGTp0qPz0009y7949qVmzpowfP14eeughU54/EREREflg8DxixAjXOwkIkJw5c0q9evWkevXqZuxSrl27Jk2bNtXa0W+//bZER0fLpEmTZO/evbJt2zYJCgpyGji3bNlSatWqpYHw2bNnZdq0abJ9+3bZsGGD+Pn5WXOzGzVqJOfPn5c333xTn//MmTOlWbNm+vhVqlQx5XUQERERkfdIleA5JUyZMkXOnTsn//zzj1SsWFGvq1u3rgbGCxculD59+ji836BBg6RYsWKyfv16yZgxo16Hy3379pXff/9dWrVqpddNmDBBU00wq40gGrp06SKlSpWSiRMnyqJFi1LttRIRERGRj1bbMMtXX30lTZo0sQbO0KJFCylfvrze5khERISmdCCwNgJnaNy4sZ5j1hqQfoLGL61bt7YGzkat6g8//FAaNmyYgq+MiIiIiNL1zHNqu3Hjhpw4cUI7FtpDXvKKFSsc3i8kJMRhjendu3dbZ6Dh1KlTEhoaKoMHD7YG03fv3tWc6FdffdXkV0NERERE6TZ4dlVZw11YXIjUiqRCYAuFCxeOd1vBggW1jjRO2bNnd/k4p0+flrVr1+qiQ+Qwt2/fXq8/evSonufLl0/TPD799FPtjIgSe1OnTpUnnngiyc+diIiIiHwoeE5MZY2UCp6xmA8yZcoU7zYjHQMzxa6C5+vXr0uJEiWsjzNjxgydmYabN2/q+bBhwyQwMFAXFPr7++uCxHbt2mluNFJEHEFZPpwMCLohKipKTykuOloCsb/oaOxUF1L+e3W0Kfs3HiNVXosP4bhybL0Nj1mOrbfhMcuxdSUxcU2ANywOtGcE7gjCnXF1m3E7cqNRrWP69OkaDC9dulQ6duxoDX4RRB85ckQrbQBmnDH7PGTIEKfB87hx42TkyJHxrl+5cqXDYN9s2cNPSRMR2bRpk4RlCpXg0FAp/t/l+6dOmbafVatWmfZYxHFNDTxmOa7ehscsx9XbrPLi2CA8PDx9B89GPWbUXrZnXIf6za4gIEb1DEDuNNI2UJIOwXPmzJmtNamNwBly5Mghbdu21VnzO3fuxKsLDQisBwwYEGfmuWjRovLII48k+JxMcWGPyGGR+vXrixSsJhEHDsi56TP0ckilSqZ8MsMfB6qaYFaezMFxTTkcW46rt+Exy3H1NlHpIDYwMgXSbMEgAkss6DMCTJR3cxRoJpWxsO/ChQvxbkNdZgS5RgDsDqR6oMEKZqCvXr1qzaVGzrM9XIeZb2fBc3BwsJ7s4WBKlQMq4N9faSDOAwMl+r/LqLVt5v5T7fX4GI4rx9bb8Jjl2HobHrMcW0cSE9OYWqruzz//lObNm0uuXLmkRo0aWtIN55i9xc+orWwGBMclS5aUnTt3xrtt165dUrt2bYf3O3TokOY5z5o1y2EeNVI5EPhiFhrn+/fvd9jVELnRCXUxJCIiIqL0x7Tgefbs2dp9D9UrsDgN+b2YpUWgGRMTozm3CKwdBa5JgfSK1atXa0BswGU0NunatavD+5QpU0arcOC5ItfZturGt99+q/Wes2bNqrPWSM9Yvnx5nAAagTNadT/55JO6gJCIiIiIfIspwfOOHTvktddek9jYWHnjjTd0kR1mcpFWgaoXBw4c0A5+SHdAXjFmh5MLNZgxw42AHN0GP/jgA81dRtvtbt266TZIHUF1EJwbqQuoqoGuhAiUP/74Yxk1apQ8+OCD2pYbtxnQRRAz3GgBPnbsWK20gdlzpHhgX0RERETke0wJntF1D4ExAsyPPvpIZ3htVahQQQNT3I6kcuQWJxfSJjZs2CDVqlWT4cOH635RRu7XX3+15hzj9u7du+u5AYE1qmpg5hkL+3A/BNLbtm3TdA0D0jv++usvvQ3Pe8yYMVK9enXZvHmz5nB7izubNsU5JyIiovQv6vJluTJjpp6TuUxZMIhc5jx58uissiv9+/eX8ePHy7p168zYrbbidtZNEHr16qUne507d9ZTQhAkf/PNN+KNYmKi5dw/eyRs4UKt+3xh4UIJf7iuFKlYSfwDfG+hX2R0rGw/fV12nbkptyOiJGtIoNQolkNqF88lQQFe26WeiIgojsjYWNkWdle2nrooZ0OvSdFTF6VuYEapkz2zBPnx/53HBM/Xrl3ThYEJ1VZGagQW+u3du9eM3ZILG5YskJsHrkiFa9f1cuC167Jz0gey64EqUrd9ZylYprzPjN+uMzdk1trjcvr6XYmOsYhfBpFYi8iPu0OleK7M0rdZGaleNEdaP00iIqJk2Rl2V6adviSnIiIlMiJWYqrWEv+IWPnpaKiUCAmSfiXyS81s7lcjI8dM+QiSO3duXUyXUNdB5ESfOnVKc4kpZVw5e1rPb1+5JMWOnRHjN4JzXL5x/pysWzhXLhw97DOB85jlB+Xk1TuSN0uwlMyTWYrnzqznuIzrR/98QLcjIiLy5sB5xLFQOXHvvuQLDJCS/hmk8JVLeo7LuH7E0VDdjjwgeMZCOtRHtl1w5whuv3Llim5P5ouJjpJ9a//t7pMrwk8yXb8pxncBOMflQtEiEXdvy9ZlX+v26T1VAzPOYfcipViuTBISGLdCCi7jetyO7bA9ERGRN6ZqYMb5ZnSMFA8JkhD/uOEdLuN63I7tsD2lcfA8cOBATdnA+VtvvSXHjx+Pc/uxY8estyF1w7YDH5kn9NBBuX3tquALgKy7T4rFLo0Gl/Pu3CdZcuSSmxcv6PbpGXKckaqRP1uI05QiXI/bsR22JyIi8jbIcUaqRoGgQJf/73A7tsP2lMY5z3Xq1NGKFAiOp06dqid038MJJetQrs6A7R566CEzdkt2Lhw9JJbYGLl7MViCrt2ONz4ZLBbJeO26ZDkTKrcCM8iZTRskb4bE1atGDe/g0FBt+210L/RUf/9zUyLDIyQwIEZiIpxvh+WTkeFR8vffh6VGxCVJC940rt6GY8tx9TY8ZjmuibX1bozmOAdGZZCY/66LDQ+Ptx1moKPux8rOW+HSIGfWFBrp9C+DJaFE5UT4448/ZPTo0VrODX/8BjQUadCggbz33ntal9mXoFd69uzZtTlLtmzZUnRfG5bMl5s7VsgDf+2UezeCJIOD3yyuCg8KkO3FC0j+2+FS4WL6nW39X6XHZWvBylLw7rUEtz2fObc8fGG/PHfAefUWIiIiTzSnXVfZXLWW5jjby1i7tvhn/f9A+eS9+/JYnuzyXulCpu0/KipKq589/vjjiWpz7a3xmqlTXAiMccJMMxqTYNYZs8+lS5fWrn2UsoIzZZaMV29LxPUga66zPVyfOTJa8mbMLHnbPCklGjRN1D7woQjdIuvXr69NZzxZ0X9uyvbjdyRTthIJbhtwK0qKNCwvJR54TtKCN42rt+HYcly9DY9ZjmtiFb0bo1U1MhYvar0OM8/3DxyIt22sxSLZAtglOTlM+S/91VdfaYMStOIGBMoPPPCAGQ9NiVCgTHkJOnwZ3ycgwdnpdsh9Lnb6vOSr11AyVq6c6E+X90+dkpBKlTz+0+WDIVfllwv7JSokON5iQVsRUTESFH1fHnywvGQsnUfSgjeNq7fh2HJcvQ2PWY5rYtW9cVvL0UUFBsRbLGgrIiZWAv38pGa2TCk0yr7BlAWDzzzzjBQoUEAbkqxcuVJL0lHqy3n9hoSE3XMZOBu5z1nCbuv26RkaoKCO86VbEU7LKOJ63I7tsD0REZG3QQMU1HG+GBnl8v8dbsd22J7SOHiuV6+epmgsWrRIWrVqJYULF9Zug3///bcZD09uwB/FtRkfi3YAcYefn25vYsq7x0HnQDRAyZ4xSM5cD9cZZlu4jOtxO7Zjp0EiIvJG6ByIBig5AvzldESkzjDbwmVcj9uxHTsNekDwvHHjRjl9+rRMnDhROw1eunRJpk2bplU1ypUrJ6NGjdJydZRy7m7cJBH79v3bOs8dsbG6Pe6XnqFz4HttKkrJPFnkyp37cvLqXTl17a6e4zKuH/ZEJXYYJCIir4bOgSPLFJZSGYPlclS0nIyxSGje/HqOy7h+ZNnC7DBoAtNWJhUpUkRL1Rl1nr/88kvNhT5w4IC8//77MnLkSKldu7Z069ZNunTpIvny5TNr1z4Ps8dXpk1DEUdMQbs/Hhky6P0yN6ifYGt1b1ajWE75+NmaWsd515mbcjsiWrKGBEiNYjk0VYMzzkRElB7UzJ5ZPqtSQus4bz16Us7t3SFFyhSTumULa6oGZ5zNkSLL+lFdA2XpcELw/PXXX8v333+vaRzbt2/XAPv+/fspsWufZImKkqgLFxIXOOsdLRJ18aLeP0NQkKRnCJDrlc6jJyIiovQKATJqONctUUBuFs4tOUoUkEDWdDZVitfEKlasmFSpUkVOnjwpp06dkjt37sSpAU3J5xcUJCW//Uair18XuXJE5Ps+Ih0+E8lbTu6fOCEXBg2WgpMmSnCpUvHuG5A7t96fiIiI0o/AfPkk7+uvpfXTSJdSJHgODw+Xn376SZYuXSq///67zjIjtQCpGr1799bUDTJXYMGCepLzUSK5okTKlRQp9P9l6BA4J7YsHRERERGlUPB87949Wb58uQbMv/76q0RE/FseLFOmTNK1a1cNmB955BHtNkhERERE5LPBMxYAoi0jZpwRMCNAbtGihQbMHTp0YHdBIiIiIkoXTAmev/nmGz1HmToEzE8//bQ2TSEiIiIiSk9MCZ6HDBmiQXPFihXNeDgiIiIiovQbPI8dO9aMhyEiIiIiSv8dBomIiIiIfAGDZyIiIiIiNzF4JiIiIiJyE4NnIiIiIiI3MXgmIiIiInITg2ciIiIiopQqVTdv3jwxw3PPPWfK4xAREREReWzw/MILL0iGDBmSvEO078b9GTwTERERUboPnhs1auQweD5//rwcPXpUf0anwapVq0qOHDkkIiJCDh48KH///bf1/mXLljXjuRMREREReXbwvG7dunjXnT17VurUqSMlS5aUJUuWyEMPPRRvm0OHDslTTz0le/bskU8++STpz5iIiIiIyJsXDL799tty9epVWb58ucPAGSpUqCA//fST3L17V9555x0zdktERERE5H3B88qVK6VKlSqaruEKZqYfeOABWb9+vRm7JSIiIiLyvuA5OjpawsPD3dr2+vXrEhCQ6GwRIiIiIqL0ETxj1vnYsWPy66+/utxu0aJFcvr0aaldu7YZuyUiIiIi8r7guV+/flqCDgsCJ02apJU3bJ08eVLeffdd6dOnj/j5+THnmYiIiIi8kin5EwiaN2/eLNOmTdPAGKesWbNK5syZ5c6dO3oClLibPHmyNGnSxIzdEhERERF5Z3vuqVOnyi+//CKNGzfWnOZbt27JhQsX5Pbt2xIUFCStW7eWLVu26Cw1EREREZE3MnXlXqtWrfSEcnTIbQ4LC5OcOXNK8eLFJWPGjGbuioiIiIgo1aVI2QsEykjbiI2N1frOtm25iYiIiIjE19M2YPv27dKhQwfJnj27lChRQqpXr67XYxa6VKlS8tFHH5m5OyIiIiIi7wyeP/vsM6lXr54sW7ZM0zYw04yTUW0DAfTAgQOlW7duZu2SiIiIiMj7gue///5bXnnlFfH395dhw4bJ/v375eGHH7beXrduXRk/frwEBgbKl19+KfPnzzdjt0RERERE3hc8T5gwQWeZ586dKyNHjtQ23ajnbJsDPXjwYFm4cKFuN2/ePDN2S0RERETkfcHzxo0bpWDBgvLss8+63K5Lly5SuHBh+eeff8zYLRERERGR9wXPN2/e1ODZHYUKFZKIiAgzdqu51FigmCtXLj316NFDrly5kuD91qxZIw0aNNCKIAjm+/fvb23k4szevXu1XvX7779vynMnIiIiIh8tVZc/f345cuSIlqazTdewFx0dLUePHpUCBQoke5/Xrl2Tpk2bSmRkpLz99tv62GgNjiB327ZtGug6C5xbtmwptWrV0jzss2fPamdEVArZsGGDw+ePx+7Vq5dERUUl+3kTERERkY8Hzy1atJAFCxbIhx9+qLnNzkycOFFnqdu3b5/sfU6ZMkXOnTunKSDIsTYWJiIwRm51nz59HN5v0KBBUqxYMVm/fr21cQsu9+3bV37//Xdt8mJv3LhxugiSiIiIiHybKWkbQ4cO1UAU52+88YZs3rxZ7t+/r7fdu3dPdu3aJS+//LJW4ggODpa33nor2fv86quvpEmTJtbA2Qjiy5cvr7c5gnSRvHnzamBt2/EQLcUBs9b2EJyPGTNGnzsRERER+TZTZp5Lly4tX3/9tXTt2lU+/vhjPRmyZMmi56iygcAZZepsA96kuHHjhpw4cUI6deoU77aaNWvKihUrHN4vJCREfvvtt3jX79692zoDbZ+u0bt3b53NRn1qBtBEREREvs209tyPP/64ztwiNWP58uWaUmHAbO9jjz2mucmVKlVK9r5CQ0P1HIv97GHhYlhYmJ7Q6dAVNG5Zu3atNm+pUqVKvHQSlOBDjjYavyCQdgdm3I1Zd7h165aeI186VXKmo6MlEPvD842Ksj5vnJuxf+MxmP9tLo5ryuHYcly9DY9Zjqu3iUoHsUFinrtpwTOgJfesWbP0hOoVCBwzZ86cYBCbWLdv39bzTJkyxbvNSMdAl0NX+71+/bo+X+NxZsyYoTPTBuQ4jxo1SmbOnClFihSRU6dOufXckB+NWtf2Vq5c6fD5mi17+ClpIiKbNm2SsEyhEhwaKsX/u3zfzdfgjlWrVpn2WMRxTQ08Zjmu3obHLMfV26zy4tggPDw8bYJnW0jXMFI2bGHBIGZ8q1WrluTHNtp+Z8iQwek2rm4zbkduNKp1TJ8+XfOlly5dKh07dpSYmBitroFyds4WHjozZMgQGTBggPUyPkAULVpUHnnkEcmWLZukuAt7RA6L1K9fX6RgNYk4cEDOTZ+hl0NMmPXHJzP8cSCVBR0jyRwc15TDseW4ehsesxxXbxOVDmIDI1Mg1YJntOVGoIkKFgnBwKI83MWLF5O8PyMox2JEe8Z1CQWqOXPm1KYtgNxppG28+eabGjwbJe/Q/OXq1avWPGvjkwmuQ11pR2XtkNeNkz0cTKlyQAX8+ysNxHlgoET/dzkgIMDU/afa6/ExHFeOrbfhMcux9TY8Zjm2jiQmpjGl2gZmgo3ZYFcQNGPWOTHRvSPGwr4LFy7Eu+38+fOSI0cOTRdxF1I92rRpo88PgTEWFWJGuk6dOpqvjRMWIgICa1w+c+ZMsl4DEREREXmfRM88Hz58WFMubBOrkQKBnFrMQLujevXqkhwIjkuWLCk7d+6MdxvK4tWuXdvh/Q4dOqQLF1GL+tVXX42XR43XgVnjyZMnW2eaDZcuXdKKG927d9dOhmY0eiEiIiIi75LomWfUUUZOrzHbbMw42152dUI3QizOSy6kV6xevVoDYgMuI7hHyTxHypQpo1U4Zs+erTPLBsyGf/vtt1rvGS270X0QOdC2J80hFpFSpUrpZdvFhURERETkG5KU84xqEs8//7z+jIC4XLlyOtv75ZdfOr0P8oORq4yUBzNg9njRokXSvHlzLTWHBigok4fAFzPEgFrQaNhSr149DXqR94vAHbPHCJSxHdp8o6IGnp8ZQT0RERERpV8BSU2qRmMUQ8+ePTWAtr0upSEI37Bhgy7yGz58uJaBa9euneYkGwv2cDuanKAxC4JnQMAcFBSkNZwxg47caATgY8eO1ddARERERJSi1TYQnNrWR65cuXKc29HxDwEr0h3MhBQSZ90EAeXmcLLXuXNnPSUGakK7syiSiIiIiNIvU6ptwMGDB3UhIBYTGuXdDEiHePTRR/U2bEdERERE5LPB87FjxzSvGLWRUQkD3ftsIR8aXfr++ecfadq0qcMSc0REREREPhE8o401qlg8++yzEhoaGi93ePTo0XL06FHNN758+bKMGTPGjN0SEREREXlf8PzHH39ox77PPvvMYXc9QM4zSsShFNzy5cvN2C0RERERkfcFzyj3hkobCdU+RkWMsmXLJqs1NxERERGRVwfP6LZ36tQpt6pRoH12rly5zNgtEREREZH3Bc8NGzbU2ecpU6a43O6TTz7RWWdsT0RERETkk8EzGpWge9/bb78tL7zwgmzcuFFu3rwpUVFReo4uf6+++qq88cYb4u/vr90BiYiIiIh8sklKzZo15eOPP5a+fftqwxTbpikGpHQgwMbsM0rXERERERH5bJMUzDjv2rVLO/ohBxrBsnHKnTu3PPPMM/L333/L888/b9YuiYiIiIi8b+bZUKlSJfnf//6nP0dERGizFFTYQOMUIiIiIiJvZ2rwbAtl6woVKuTwtsjISK37TERERETkk8FzbGysrFixQg4cOCDh4eF62VZ0dLTORqNU3dq1a+XSpUtm7ZqIiIiIyHuC59u3b0vz5s1lx44dCW6LHOgMGTKYsVsiIiIiIu9bMIj6ztu3bxc/Pz8Nop988kkNkqtWrSpdu3aVRo0aSWBgoG6Ln/fv32/GbomIiIiIvG/m+YcfftDZ5G+++UbatWsnMTExkidPHq26sWTJEt3myJEj0rp1a635fO/ePTN2S0RERETkfTPPJ0+e1EAZgTOgEQpqP2/atMm6Tbly5WTRokWa+zx58mQzdktERERE5H3B8/3796VIkSJxrqtQoYLcvXtXTpw4Yb3u4YcflqJFi2oHQiIiIiIinwye0QTl2rVrca4rVaqUnu/bty/O9fny5WOlDSIiIiLy3eAZ7baRurFlyxbrdRUrVtRFg+vXr49T3xnbZc2a1YzdEhERERF5X/CMltwIlB977DEZPny45jWjqkb27Nll5syZsnjxYp2BfvHFF7XrIAJrIiIiIiKfDJ7bt28v3bt313rPEydO1AWDWbJkkX79+klUVJT07NlTqlWrJp9//rlW5XjrrbfM2C0RERERkXd2GFy4cKF07NhR1qxZY22CglloLCbE7DMWD2ImetiwYfLEE0+YtVsiIiIiIu8KnsPCwjQwbtu2rZ4MaJoybtw4GT16tFy5ckUXC2JWmoiIiIjIZ9M2mjVrJvXq1dN8ZkcCAgKkYMGCDJyJiIiIyKuZEjwfOnRIrl69Krly5TLj4YiIiIiI0m/wnC1bNq22QURERESUnpkSPA8ePFiOHz+uCwRRy5nS0PE1cc+JiIiIvM3tiyJrx/17nh4XDAYHB8tDDz0kY8eOlalTp0r16tU1xzkkJMTh9qjGgeocZJ6Y6CgJPXhAcq3/RLKIyJ31n8j1HM0lF78QIC8XGR0r209fl11nbsrtiCjJGhIoNYrlkNrFc0lQgCmf/4mIyENExsbKtrC7svPcRQk7c12y57koNYtkljrZM0uQn1/6CZ5fe+01DYiRuoGSdJs2bXK5PYNnc104eli2LvtaMl3ZIY9kuqzXZYm+LJs/HyG3Q8pJoYzBJu+RKHXsOnNDZq09Lqev35XoGIv4ZRCJtYj8uDtUiufKLH2blZHqRXPw10FElA7sDLsr005fklMRkRIdKeKXu77Ehol8dy9USoQESb8S+aVmtszpI3hGuoZR25lSP3Bet2iuRNy9JY2y7ZdYSwbxy2DR89qZ9ssPV3JKWOHcUvDcGSlRuTJ/PeRVgfOY5Qcl7F6k5M8WIiGB/1/mMiIqRk5evSOjfz4g77WpKDWK5UzT50pERMkPnEccC5Wb0TFSIChQNHch4rxIUAmJCAyQE/fuy4ijoTKyTGGpmT2z9wfP77//vtvb3rx5U06fPm3Gbn0eUjUw4xxx97aUzX1fckVdFvnvMwwC6FxyWcrmDJcD5/xkx6a1UrR5C/EPCPT5cSPvSNXAjDMC52K5MsX7cI5AGtefuR6u2338bE2mcBAReXGqxrTTlzRwLh4S9O97ftT/3x7i76fXn46I1O0+q1IiTVM4TNkzGp80btzYrW1btmwpjz76qBm79Xmhhw7KzYsXJEuOXFI5erPEGpHzf3C5iv8OCYmMlrDr13R7Im+AHGekamDG2dm3Wrget2M7bE9ERN5pW9hdTdXAjLOr93zcju2wvdfPPCPX2Z1SdWfPntVZ5zt37pixW5934eghiY2JkUIBFyRn5KV44+EnFsmV4YoUy5VVTkbdkws710qxXLHJG7foaMkefkrkwh50v/H534FpOK5x7Np3W6Lv35OQjNEiMc6HDV/rRd+Pkl37Dkq9jFk5tqmJxyzH1tvwmPXYsd15TTTHWVM1jBnnyPixImago+7Hys5b4dIgp5P3/FSQ6Fd4+PBhqVatmkRFRcX5NIBFgu623kY1Dkq+++F3BR/QKkVt0llmBMv2sLiqRrHzcvpcdrn/1zyRE8OTtU8kfTTBD4eT9TDEcXXpdlRX8YutJXIr/odCexks+eX2tu0iu5Y6vJ3HbMrguKYcji3H1deO2bCSL+riQM1xToBfhgxyK9rFrIonBs/ly5eXAQMGyPjx463XGZU23FGgQAGZMWNGYndLDgRnyiyF/C9ITovzAAPVCXIGR0jBHIES/OBzIi3cS69xJio6Wj8o1a9fXwI582wajmtcWf++LbEH74rkKJ3g2FluRknWihVFHnyVY5uKeMxybL0Nj1nPHdvs10SramBxoBVmni/ujbdtrMUi2QLcm6xNKUn63n3kyJHy/PPP688ImsuVKye1a9eWL7/80ul9/Pz8JEuWLJI3b96kP1uKo2CZ8lJ65z9OZ51tZ59rZTsq92o0ESlULXmjGBUlYZlCRQpWEwnk4kPTcFzjqFHlqvx4Yr9E+AfHqbJhD1U3AoLvS40qFUUK5eHYpiYesxxbb8Nj1mPHtmbG21qODlU1kJrhTERMrAT6+UnNbJnE64LnwMBAKV36/2eEevbsqTPSttdRyiscdFH8/RNeKIXZ57yBNyQmCF16khk8E6UCNEBBHWeUo3NUbcP44H7pVoSUzJNFtyciIu9UJ3tmreOMcnTWahsO3vMvRkZJqYzBun1aMqXaxvz58+Wdd94x46HIXRaL+K8fJ5YM7v0KLeKn2+N+RJ4OnQPRACV7xiAtR4cZZlu4jOtxO7Zjp0EiIu8V5OenDVByBPhrOTrMMNvCZVyP27FdWncaNHXv69evlzVr1lgvY1Fh//79JV++fJI7d27p1q2bnD+fcDI4ueH4HyLnd0kGi3vVMzJIrG6v9yPyAugciAYomFm+cue+nLx6V05du6vnuIzrhz1RiR0GiYjSgZrZMmsDFMwsX46KluORIidDCus5LuP6kWULp58Og9HR0fLUU0/JTz/9JJ07d5ZmzZrp9W+++aZ88skn1sWEX3zxhWzevFl2794t2bJlM2PXvgnjuWbMf599ElN6zu/f+5VujlWeKfgEicyBzoFogII6zrvO3JTbEdGSNSRAahTLoakanHEmIko/ambPrA1QUMd557njcuv4RslWvLjULFJYUzXSesbZ1OD5s88+kx9//FEyZ84sVatW1etu3Lghc+fO1Z/HjRunATXaeK9cuVImT56siw4piWIiRcJCExk4Q6zIrdB/7x8QzOEnr4AAuV7pPHoiIqL0LcjPT2s4NwgoIHI1l0iJAiJZ066mc4oFz6iygeTu3377TcuUAGahIyMjpUqVKvL222/rdUuWLJGiRYvKDz/8wOA5Wb+1YJEX14rcvRr/tqtHRL7vI9LhM5E85STixAm5MGiQFJw0SUJKlRLJnJeBMxEREXm2rAVEmg4RT2TK/Pe+ffukbNmy1sAZVqxYoQH1E088Yb0uV65cut3JkyfN2K0+TocOHfRxcerRo4dcuXIlwfshL7tBgwaSNWtWKVy4sOZlO+p6+Pvvv0vDhg0lU6ZMWmavRYsW8tdff4lHyF5EpFD1+Kc85f69HeeFqoslZ3mJuBGk53p79sJp/cyJiIiIvJYpM893797VQNQQGxsrq1ev1p8RcNrnR+OUXNeuXZOmTZvq7DZmtvGYkyZNkr1798q2bdskKCjIaeDcsmVLqVWrljZ6QcvwadOmyfbt22XDhg1aj9pY/NiqVSupXLmyjB07Vh9/1qxZ0rhxY/nzzz+lTp06yX4NREREROSDwXPBggXl1KlTEhMToy26sSgQOc+YrcUMr+HSpUty7NgxKVasWLL3OWXKFDl37pz8888/UhHdxUSkbt26GhgvXLhQ+vTp4/B+gwYN0v0jOM6YMaNeh8t9+/bVmWYEzIDZaKSYbN26VWeeATPb2Ne7774rq1atSvZrICIiIiLvYkraBhYDXr9+XWs9I5jFOVI22rZtqw1VjMD52Wef1fJ19rPRSfHVV19JkyZNrIEz4HHRrAW3ORIREaEdDhFYG4EzYDYZMGsNCPz37NmjlUOMwBny58+v2+LDARERERH5HlNmnjETi0WAmA3GCaXpEJy+9957ejvSIZo3b64z0whAhwxJXgI4gtsTJ05Ip06d4t1Ws2ZNzbd2JCQkRBc12kPpPDBmxFFG7/Dhw1o9xN7Vq1clIAl924mIiIjI+5kSBaItN2ZjUYoOiwdxGT9XqFAhTlD6+OOPa91npEMkR2goyrSJLvZzlEISFhamp+zZs7t8nNOnT8vatWtl4MCBWhWkffv2ej1ST7Cw0R5mpjdt2iSPPvqo08e8f/++ngy3bt3Sc8y445TioqMFc/1RyCuPirLml+PcjP0bj5Eqr8WHcFw5tt6GxyzH1tvwmOXYupKYuMa0KVSkT3zzzTcObytRooRcvnxZcubMacq+bt++ree2KRUGIx0DixhdBc9IM8HzMh5nxowZOjPtDKpxIOcZXLUiR01rRzWsUd/a0fM1W/bwU9JERIP8sEyhEhwaKsX/u3z/1CnT9sOc75TBcU05HFuOq7fhMctx9TarvHg9WHh4uNvbplj+AYJTPBEEsKjEYVbgDEbHQuRVO+PqNuN25EajWsf06dM1X3rp0qXSsWPHeNvidSB/G3nQSDkxcqQdwe0DBgyIM/OMmfZHHnkkdboqXtgjclj+LRtYsJpEHDgg56bP0MshlSqZ8skMfxxYmGnks1PycVxTDseW4+pteMxyXL1NVDqIDYxMgVQPnlHu7aOPPtJZVpSSMyC9ok2bNpoegZSO5EIVD7h3716824zrEgpUEcx36dJFf0buNNI20E7cPni+efOmPnfM3D733HNats6V4OBgPdnDwZQqB9R/+diBOA8MlOj/LiNP28z9p9rr8TEcV46tt+Exy7H1NjxmObaOJCamMa1JOGomP/zww9ptEIvqMDtsnFBSbvbs2VKtWjX5/vvvk70vI4f6woUL8W47f/685MiRw+FiP2eQ6oEAGTWf8dwNSDVBLWkEzi+++KK2G09oRpuIiIiI0i9TgmdUsBg6dKgGyigDh2ATM7ZYpIb0DSzKwywv0h+eeeYZ2bVrV7L2h+C4ZMmSsnPnzni34bFr167t8H6HDh3SPGc0O3GUR43A2Jg1xmUsDEQlDsxIz5kzh4EzERERkY8zJXhGeToEnqikgRlmzEAjbQLd+hDoIkcYM9IffPCB5hiPHj062ftEegW6GCIgNuAySsx17drV4X3KlCmjVTjwHPE8bKtufPvtt/o8jU6JaJqCwLlfv376+oiIiIiITMl5RjtsLIpz1tXPgDbaqGqB7n7JNXjwYFm0aJHWj0YuNRqgTJw4Udtud+vWTbdBLWiU0KtXr56UKlVK836x/+7du2ugjO2Qmz1z5kwN9HEbHDx4UD7//HMN/KtXry6LFy+Ot39jH0RERETkO0wJnpGukTt37gS3w+x0oUKFdHY4udApEM1XkFKBmtIoA9euXTuZNGmSNfUCt/fu3Vvmz5+vwbMR9AYFBcmECRO0KgZyoxGAYyFguXLldBsjuEfqCe7vCINnIiIiIt9jSvDcoEEDLVGC9IfixVFV2LErV67I/v37dSbYDGjF7aybIPTq1UtP9tB2GydnXn75ZT0REREREZme84xZXMz2ohYyUiUcQRUL5Cljlhq5z0RERERE6X7m2eiyZw/1m9G+Gp0GmzVrpmXpUI8Znf6OHj2qM9Po0teqVSv5448/pE6dOmY8fyIiIiIizw2esXgOuctGlz9HXWZ+//13PTmCNItff/1VO/EREREREaXr4HnEiBEp80yIiIiIiDwcg2ciIiIiIjeZ1p47MWwblBARERER+VSpOoiNjdV85gMHDmgbbly2hVbdaGRy/vx5bdd96dIls3ZNREREROQ9wfPt27e10ciOHTsS3BYLDbHgkIiIiIjIJ9M2pkyZItu3b9cW1wiin3zySQ2Sq1atKl27dpVGjRpJYGCgbouf0SiFiIiIiMgnZ55/+OEHnU3+5ptvtEV2TEyM5MmTRwoUKCBLlizRbY4cOSKtW7eWzZs3y71798zYLRERERGR9808nzx5UgNlBM7g7+8vNWvWlE2bNlm3KVeunCxatEhznydPnmzGbomIiIiIvC94vn//vhQpUiTOdRUqVNDugrbtuh9++GEpWrSobNy40YzdEhERERF5X/CcO3duuXbtWpzrSpUqpef79u2Lc32+fPlYaYOIiIiIfDd4rl27tqZubNmyxXpdxYoVddHg+vXr49R3xnZZs2Y1Y7dERERERN4XPPfq1UsD5ccee0yGDx+uec2oqpE9e3aZOXOmLF68WGegX3zxRbl+/boG1kREREREPhk8t2/fXrp37671nidOnKgLBrNkySL9+vWTqKgo6dmzp1SrVk0+//xzrcrx1ltvmbFbIiIiIiLv7DC4cOFC6dixo6xZs8baBAWz0FhMiNlnLB7ETPSwYcPkiSeeMGu3RERERETeFzxD27Zt9WRA05Rx48bJ6NGj5cqVK7pYELPSRERERETi68Gz050EBEjBggVTY1dERERERJ6d80xERERE5AsYPBMRERERuYnBMxERERGRmxg8ExERERG5icEzEREREZGbGDwTEREREbmJwTMRERERUUrVeZ43b56Y4bnnnjPlcYiIiIiIPDZ4fuGFF6ztt5PCYrHo/Rk8ExEREVG6D54bNWrkMHg+f/68HD16VH+uWLGiVK1aVXLkyCERERFy8OBB+fvvv633L1u2rBnPnYiIiIjIs4PndevWxbvu7NmzUqdOHSlZsqQsWbJEHnrooXjbHDp0SJ566inZs2ePfPLJJ0l/xkRERERE3rxg8O2335arV6/K8uXLHQbOUKFCBfnpp5/k7t278s4775ixWyIiIiIi7wueV65cKVWqVNF0DVcwM/3AAw/I+vXrzdgtEREREZH3Bc/R0dESHh7u1rbXr1+XgIBEZ4sQEREREaWP4BmzzseOHZNff/3V5XaLFi2S06dPS+3atc3YLRERERGR9wXP/fr10xJ0WBA4adIkrbxh6+TJk/Luu+9Knz59xM/PjznPREREROSVTMmfQNC8efNmmTZtmgbGOGXNmlUyZ84sd+7c0ROgxN3kyZOlSZMmZuyWiIiIiMg723NPnTpVfvnlF2ncuLHmNN+6dUsuXLggt2/flqCgIGndurVs2bJFZ6mJiIiIiLyRqSv3WrVqpSeUo0Nuc1hYmOTMmVOKFy8uGTNmNHNXRERERESpLkXKXiBQRtpGbGys1ne2bctNRERERCS+nrYB27dvlw4dOkj27NmlRIkSUr16db0es9ClSpWSjz76yMzdERERERF5Z/D82WefSb169WTZsmWatoGZZpyMahsIoAcOHCjdunUza5dERERERN4XPP/999/yyiuviL+/vwwbNkz2798vDz/8sPX2unXryvjx4yUwMFC+/PJLmT9/vhm7JSIiIiLyvuB5woQJOss8d+5cGTlypLbpRj1n2xzowYMHy8KFC3W7efPmmbFbIiIiIiLvC543btwoBQsWlGeffdbldl26dJHChQvLP//8Y8ZuNR0EOda5cuXSU48ePeTKlSsJ3m/NmjXSoEEDXdSI59O/f39rLWozHp+IiIiI0idTqm3cvHlTHnjgAbe2LVSokOzZsyfZ+7x27Zo0bdpUIiMj5e2335bo6Gjtbrh3717Ztm2b1pZ2Fji3bNlSatWqpakkZ8+e1eYuWOy4YcMG64x5Uh+fiIiIiNIvU4Ln/Pnzy5EjR7Q0nW26hj0EoEePHpUCBQoke59TpkyRc+fO6Sw20kSM3GoExkgPQStwRwYNGiTFihWT9evXW2tP43Lfvn3l999/1zrVyXl8IiIiIkq/TEnbaNGihaY9fPjhhy63mzhxos5SN2/ePNn7/Oqrr7TNtxHYGs+jfPnyepsjERERkjdvXg18bZu2oCsiYFY5OY9PREREROmbKTPPQ4cOlaVLl+o5Zmu7du0q9+/f19vu3bsnhw4dkjlz5mg5u+DgYHnrrbeStb8bN27IiRMnpFOnTvFuq1mzpqxYscLh/UJCQuS3336Ld/3u3butM9DJeXwiIiIiSt9MCZ5Lly4tX3/9tQbNH3/8sZ4MWbJk0XNU2UDgjDJ1trO5SREaGqrnWOxnDwsX0RYcJzRrcQW1p9euXav1p6tUqSLt27dP9uPjQ4PxwQFu3bql51FRUXpKcdHREoj9RUdjp5oq8+/V0abs33iMVHktPoTjyrH1NjxmObbehscsx9aVxMQ1prXnfvzxxzXtAakZy5cv1xloA1IlHnvsMV14V6lSpWTv6/bt23qeKVOmeLcZ6Rho1OIqeL5+/bp2QTQeZ8aMGTozndzHHzdunJbrs7dy5UqHj2e27OGnpImIbNq0ScIyhUpwaKgU/+/y/VOnTNvPqlWrTHss4rimBh6zHFdvw2OW4+ptVnlxbBAeHp76wTMgGJ01a5aekAONWdfMmTMnOAOcWEbnwgwZMjjdxtVtxu3IXUY1jenTp2s+M1JPOnbsmKzHHzJkiAwYMMB6GWNQtGhReeSRRyRbtmyS4i7sETksUr9+fZGC1STiwAE5N32GXg4x4YMLPpnhjwMLJ9H0hszBcU05HFuOq7fhMctx9TZR6SA2MDIFUj14toV0DSNlwxYqWly6dElrJifnsY18anvGdQkFqjlz5tS604DcZqRtvPnmmxo8J+fxkZqCkz0cTKlyQAX8+ysNxHlgoET/dzkgIMDU/afa6/ExHFeOrbfhMcux9TY8Zjm2jiQmpjGl2gbK02HWeceOHQluO2bMGOndu3ey9mcs7Ltw4UK8286fPy85cuTQGW93IRWjTZs2WvP56tWrpj8+EREREaUPpgTPcObMGWnYsKEsWLBAUhqC15IlS8rOnTvj3bZr1y6pXbu2w/uh6oeRWmIPec5IxcCscVIfn4iIiIjSN9OCZ6QxIH/4+eef14YjRpWHlIL0itWrV2tAbMDlw4cPa9UPR8qUKaNVMmbPnq3P1bbqxrfffqv1ntGyO6mPT0RERETpm2nBc9WqVbXKBoJPBKdoMHLx4kVJKYMHD5ZcuXJpwxV0A/zggw80dxltt7t166bboFbz4sWL9dzI+0VVDXQNRKCMknqjRo2SBx98UFNPcFtiHp+IiIiIfItpwTOgHN3WrVulbNmysnnzZg00t2zZIikB5e82bNgg1apVk+HDh8tHH30k7dq1k19//dW6YA+3d+/eXc8NCHxRVQMzz6iKgfshkN62bZsuGkzM4xMRERGRbzG92gbaVyMQRWoDuvk1bdpUZ25fffVVvd3f39/Ufbnq9terVy892evcubOekvv4RERERORbTJ15ts1//uWXX7RzH2Z4X3/9da2wgTqArFJBRERERN4qRYJnQOWKSZMmyaJFizTNAeeYhUZnPiIiIiIib5RiTVJsc4yR/oB84ZTKfyYiIiIi8uqZZ1uoZrF9+3Y9N1pfExERERH55MxzbGxsgtsULFhQq1egHNydO3fM2C0RERERUfpK27AVFBSkiwiJiIiIiHwieG7UqJEuBlyyZIkUKVLEel1i4P7r169P7K6JiIiIiLwreN64caMGv+Hh4XGuSwzcn8wVdfmyRF+5IhlunJAQEYk4cUIsNwLl/n/dFY1zewF580pgvnz8dRARERGlRPA8f/58aw6z/XWUdm4u/VqufvyxhOSMlJKPilwYNEgibgRZb78waLDD++Xp21fyvv5aKj5TIiIiIh8Knnv27OnWdZS6cnTpLFmaNZUMNw6LrO4tBSdNEkvO8gneDzPPREREROSBCwYp5SD1QtMvzkfp5ZBSpUQKVeaQExEREXlbnWciIiIiIp+cee7Ro0eyd4oFgwsXLkz24xAREREReXTwvHjxYg1+k9MpkMEzEREREflE8DxixIiUeSZERERERB6OwTMRERERkScvGIyMjEyL3RIREREReUaputjYWFmxYoUcOHBAuw/isq3o6GiJiIiQ8+fPy9q1a+XSpUtm7ZqIiIiIyHuC59u3b0vz5s1lx44dCW6LhYZsz01EREREPpu2MWXKFNm+fbv4+flpEP3kk09qkFy1alXp2rWrNGrUSAIDA3Vb/Lx//34zdktERERE5H0zzz/88IPOJn/zzTfSrl07iYmJkTx58kiBAgVkyZIlus2RI0ekdevWsnnzZrl3754ZuyUiIiIi8r6Z55MnT2qgjMAZ/P39pWbNmrJp0ybrNuXKlZNFixZp7vPkyZPN2C0RERERkfcFz/fv35ciRYrEua5ChQpy9+5dOXHihPW6hx9+WIoWLSobN240Y7dERERERN4XPOfOnVuuXbsW57pSpUrp+b59++Jcny9fPlbaICIiIiLfDZ5r166tqRtbtmyxXlexYkVdNLh+/fo49Z2xXdasWc3YLRERERGR9wXPvXr10kD5sccek+HDh2teM6pqZM+eXWbOnCmLFy/WGegXX3xRrl+/roE1EREREZFPBs/t27eX7t27a73niRMn6oLBLFmySL9+/SQqKkp69uwp1apVk88//1yrcrz11ltm7JaIiIiIyDs7DC5cuFA6duwoa9assTZBwSw0FhNi9hmLBzETPWzYMHniiSfM2i0RERERkfcFz9C2bVs9GdA0Zdy4cTJ69Gi5cuWKLhbErDQRERERkfh68AxXr17V9A3kQNs7ffp0vGocREREREQ+Fzx/+OGHMnXqVLl48WKC2yKtA4sKiYiIiIh8LnieNm2aDB482O3tHc1KExERERH5RLWNWbNm6Wxy//795ezZs1rPOTY21uWJiIiIiMgnZ56Ry4y221OmTDHj4YiIiIiI0u/Mc968ebWuMxERERFRemZK8Iz6zkeOHNETEREREVF6ZUrwPGrUKC099+STT8qmTZvMeEgiIiIiovSZ85wtWzatuNG6dWtp1KiRhISESK5cuaydBu3hetuaz0REREREPhM8r169WjsLogQdTvfu3ZPQ0FCn2zsLqomIiIiI0n3wPGLECImKipJatWrJyy+/LMWLF5fAwEAzHpqIiIiIKH0Fz3v37pWcOXPKunXrJHPmzGY8JBERERFR+gyeg4ODdbaZgTMRERERpWemVNto3Lixlqm7deuWGQ9HRERERJR+g+fRo0dry+2uXbvKlStXJLWcPHlSOnTooJU9cOrRo4db+//999+lYcOGkilTJm3u0qJFC/nrr7/ibbdjxw5p2bKlzqijosgTTzwhhw8fTqFXQ0REREQ+kbaxceNG6dSpk3z++efaprt69epSuHBhp2kcqLaxcOHCZO3z2rVr0rRpU4mMjJS3335boqOjZdKkSZp/vW3bNgkKCnJ4v/Xr10urVq2kcuXKMnbsWL3frFmzdPb8zz//lDp16uh2CJKbNGmiAfbw4cP1usmTJ0uDBg1kz549UqhQoWQ9fyIiIiLy0eAZFTaM8nMIZhG8umJG8DxlyhQ5d+6c/PPPP1KxYkW9rm7dujpTjMfu06ePw/v1799fA/ytW7dqYAyYscZjvPvuu7Jq1Sq97qOPPpI7d+7Ihg0bpEaNGnpds2bNNLieOnWqBupERERE5FtMCZ4xM5vatZu/+uornRk2AmdA+kX58uX1NkfB840bN3TWeODAgdbAGfLnz68zzytXrrRed+LECcmTJ481cIYHH3xQcufOrQE7EREREfkeU4LnN998U7Jnzy6pBUEwglukitirWbOmrFixwuH9kLeMdAxH6SRXr16VgID/H46yZctq8xfkUOfNm1evu379uty8eVMKFixo6ushIiIiIh9aMNi8eXOpV6+eBpepweheiLxqewhsw8LC9GTP399fg2L7fGXkSW/atElfg2Hw4MFSpEgRefrpp/V2zDbjZ+RSv/HGGynyuoiIiIjIB2aeDx48qIEsKl6khtu3b+u5beqFIWPGjHp+9+5dt2bDkdeMnGd45513rNcXK1ZMhg4dKq+99ppUq1bNGnx/++23cVI57N2/f19PBqN8Hzow4pTioqMFvR2joqOxU9Mf3ngNqfJafAjHlWPrbXjMcmy9DY9Zjq0riYlrTAmekQ5hsVgktRj7cpVn7U4Odnh4uLRt21bzoIcMGaJ5z4Zhw4bJmDFj9LoXX3xRYmJi5JNPPpHOnTvLd999p2XrHBk3bpyMHDky3vXIp3YU7Jste/gpaSKiM+lhmf6doU8JxsJK4rh6Cx6zHFdvw2OW4+ptVnlxbICYMFWDZ6Q4YBEeFg6+9957TsvEmQW1meHevXvxbjOuQ0DvCnKX27Rpo0Hmc889p2XrbG9DNY3atWvLH3/8oTPOgDrWWDSIxYinT5/Wzor2EIQPGDAgzswzqns88sgjCT4nU1zYI3JYpH79+iIF/50xN/uTGf44UNUkMBBz3MRx9Ww8Zjmu3obHLMfV20Slg9ggMY3+TGvP/dBDD2kAijJuqPOM3OOQkJAUKVWHlAq4cOFCvNvOnz8vOXLkcNkq/PLly/Loo4/K7t27dVZ59uzZcWaqjx49qqkXyHE2AmfAAfHss8/qh4VDhw5Z0znsx8JRUI37psoB9d+ix0Ccp+D+Uu31+BiOK8fW2/CY5dh6Gx6zHFtHEhPTmBI8Iy8YwSfSKZBrjNlcV5IbPCM4LlmypOzcuTPebbt27dIZY1f50kbgjCohqBdtzwh+kaphz7gOHRWJiIiIyLd4bZ3njh07aiMTzABXqFBBr0NpOZSiGzRokNP79e3bVwPnfv36OQycAd0HUZFjwYIF8vrrr1tn0CMiImTRokVa/7lKlSop9MqIiIiIKF0Hz++//76kNqROIJBFmTzkWyOwnThxotSqVUu6deum26AW9ObNm7UEXalSpbQqCFqIY+YaqSWLFy+O97i4L1I1Zs6cqXWk0VHw+eef1xnnefPmabCOx2DKAhEREZHvMSV4dlT+DYErzrG4D4GrscjPLGhcgtbZSL3AzDcqWbRr104X+hlpF7i9d+/eMn/+fH0O69evty4IxPWOGIF3+/btNfl91KhRWrLOtgHLY489ZuprISIiIiIfDJ7//PNPnYXGuW2+sJ+fny4oNEq/mQWtuJ11E4RevXrpyfDyyy/ryV3NmjXTExERERGRaR0GARUrEGiuXbtWoqOjdSY4X758mi+MQBqLCJFiMWvWLI48EREREflu8Lxjxw6tuIEKFGhdfeTIEa1qgVJyqL5x4MABXaiHahxIs0BFDCIiIiIinwyeP/zwQw2MkW+MChhlypSJczuqYcyYMUNvRyHt6dOnm7FbIiIiIiLvC56xEA/l2zCr7Er//v11u3Xr1pmxWyIiIiIi7wuer127pk1LEqr1jIWD2O7ixYtm7JaIiIiIyPuC59y5c8vJkyc1dcMV5ESfOnVK6ywTEREREflk8NywYUO5evWq5jW7gtuvXLmi2xMRERER+WTwjA5/SNnA+VtvvSXHjx+Pc/uxY8estyF1Y8CAAWbsloiIiIjI+4JntLBGJQ2kZUydOlXKlSsn2bNnl8KFC0u2bNm0mQmqcOB2tNBGwxQiIiIiIp9tkoJKGytXrtSUDH9/f2udZ7Toxmxzo0aN9HbOOhMRERGRtzK1PTc6COKExignTpzQADpLlixSunRpyZw5s5m7IiIiIiLy7uDZgED5gQceSImHJiIiIiLynuD5zJkzpuy4WLFipjwOEREREZHHBs9ocpJcqMwRHR2d7MchIiIiIvLo4DmhRiiUSm5f/Pdk7+qRuOf2shb490REREREKR88R0VFJWr7W7duyTvvvCNz587VwDskJERGjBiR2N2Sve3zRdaPdz4u3/dxfH3jd0SaDuF4EhEREaVG8IwydO768ccf5bXXXpPz589r4NysWTOZM2eOVt+gZKrdW6R8q8Tfj7PORERERJ5VbQP1nRE0L1u2TIPm3Llzy4cffig9e/ZMid35JqZfEBEREXlvkxTDJ598IpUqVbIGzs8++6wcPHiQgTMREREReT3TZp4RIPfp00e2bNmiQTOqcsyePVtatmxp1i6IiIiIiLx75hkLCIcPHy41atSQzZs3a070oEGDZN++fQyciYiIiChdSdbM84YNG+Sll16SI0eO6Gxz7dq15bPPPpNq1aqZ9wyJiIiIiLx55jksLExTNFA94/Dhw5IpUyaZOnWqbN26lYEzEREREaVbiZ55Xrp0qfTv318uX76ss82tW7eWWbNmSdGiRVPmGRIREREReWvw/PTTT2t7bfDz85M9e/ZI/fr1E/UYuP/p06cTu2siIiIiIu/LeTZadOP83Llzib6/EXwTEREREaXr4Hnt2rUp80yIiIiIiNJb8Ny4ceOUeSZERERERL7WYZCIiIiIKL1i8ExERERE5CYGz0REREREbmLwTERERETkJgbPRERERERuYvBMREREROQmBs9ERERERCnZYZAS343x1q1b6WLYoqKiJDw8XF9PYGBgWj+ddIPjyrH1NjxmObbehscsx9YVI04z4jZXGDynsNu3b+t50aJFU3pXRERERJTMuC179uwut8lgcSfEpiSLjY2V8+fPS9asWSVDhgxeP5L4ZIYPAmfPnpVs2bKl9dNJNziuHFtvw2OWY+tteMxybF1BOIzAuVChQuLn5zqrmTPPKQy/gCJFikh6g8CZwTPH1ZvwmOW4ehsesxxXb5PNy2ODhGacDVwwSERERETkJgbPRERERERuYvBMiRIcHCwjRozQczIPxzXlcGw5rt6GxyzH1dsE+1hswAWDRERERERu4swzEREREZGbGDwTEREREbmJwTMRERERkZsYPJPVyZMnpUOHDpIrVy499ejRQ65cuZKoEXrxxRelSZMmHFWTxvb333+Xhg0bSqZMmSRLlizSokUL+euvvzi+yRzXNWvWSIMGDbR5UeHChaV///5y584djqsJx6ytvXv3SlBQkLz//vsc22SOa506dbTRlv2pU6dOHNtkji226dOnj+TPn19rFON/GN9nk/5ecOrUKYfHqu1p3bp1Xn3ccsEgqWvXrkmtWrUkMjJS+vXrJ9HR0TJp0iQpUaKEbNu2Tf8BJuR///ufvPDCC9K4cWOv/8PwhLFdv369NG3aVCpXrizPPfec3m/WrFnasfLPP//Uf6a+LKnjisC5ZcuWet+ePXtqt8xp06bp5Q0bNiTYWcoXmPF+gPvgGN21a5euwmcAnfRxReczfNDDcduxY8c4txUvXlw/YPu6pI4tOsrhOMX76ptvvik5c+aUmTNnSmhoqN6vSpUq4suSMq53796VH374Id719+7dk9dff13y5csne/bs0bH2WmjPTTR06FCLv7+/5cCBA9bBWLVqFVq3Wz799FOXAxQdHW0ZOXKkJUOGDLp948aNOaAmjG316tUtxYoVs9y9e9d63cWLFy05c+a0tGjRwufHOKnjWrNmTUuJEiUs4eHh1us+/vhjvd+KFSt8flyTc8zaGjVqlCUoKEjvM2LECI5rMsb1xIkTus38+fM5jiaP7bvvvqv/u9avX2+97sKFC5aMGTNaunfv7vPjbcZ7gaFfv34WPz8/y4YNGyzejsEzqVKlSlmaN28ebzTKly9vadasmdNRunfvnqVq1ar6h9SjRw9L4cKFGTybMLbXr1/XN/S33nor3m3t2rWzZMqUyeeP3KSMK47XRx991DJ27Ng41+/bt0+P4fHjx/v8uCb1mLW1d+9eDZxHjx7N4NmEcf355591HP/66y8enyaObWxsrP7PatOmTbzb8IE6scFhepTc9wLb9wQEzs8995wlPeD3kyQ3btyQEydO6Fcz9mrWrCk7duxwOkoRERFy69YtWbp0qSxcuFACAgI4oiaMLfLuDh8+rF8j2rt69arPj3NSxzUkJER+++03GTp0aJzrd+/erefFihXz+eM3Oe8HgK91e/furSkG3bp18/nxNGNc9+/fr+cVK1a0fi1OyR9b5OYiPQPHKmBC0Vj78Oqrr2oetC9L7nuBrXfffVcyZswoY8aMkfSAwTPpmwdg4ZS9ggULSlhYmJ6cBXlHjx6Vzp07cyRNHFt/f38pW7asFCpUKN4CrE2bNkm9evV8eryTc8zaOn36tCxYsEDeeOMNzW1s3769+Lrkju2ECRP0PWH27Nkp+jx9aVz37dunOc8DBgzQcyweLl26tHz11Vcp/rzT89jiOAXk4A4aNEhy5Mih41umTBn5+eefxdeZ9T67d+9eHc+XX35Z75ceMHgmXTABqOhgD58UXc10YHEVZ5tTZmztYUYEq5zhnXfe8ekj14xxvX79ui56wSwpvkGZMWOGzkz7uuSMLWZIR40aJR9++KEUKVIkhZ+pb40r7n/z5k1ZtGiRzJs3T4O8p59+Wj7//HPxdUkdW4wnDBs2TH755RddOIzxxeO0a9dOVq9eLb7MrP9fn3zyiU4IYbFgesHv2Em/qgKUj3HG1W2U8mMbHh4ubdu21RXKQ4YM0YomvsyMccXtmLnDKvLp06drGUCkH9lXM/A1SR3bmJgY6dWrl5YA9PWvu80+ZlECFOPbt29f63Vdu3bVb0swY/rMM89ocOKrkjq29+/ftwbRR44csVZ/eOKJJ3RmH++1eF/wVWa8z967d08WL16s/79QGSa94Mwz6VeAxkFuz7gO6RmUNmOLN/ZHHnlE1q5dqyXrxo4d6/O/CjPGFf8ou3TpIt27d9cSdXhjd5Rj7muSOrYoX4WvZ8ePH695+TghZ9L48IfLsbGx4quSc8zi627bwNmY+cOxe+nSJTlw4ID4sqSObebMmfUcNYxty6YhfQPBHnJ6fbn+uxnvs2vXrtUxfOqppyQ9YfBM1kVSFy5ciDcaqH2JNxLjTYZSd2wvX76stZ6R54zZp7lz5/JbABPG1R4CkTZt2mjNZwR5viypY4uFmJjFR83cvHnz6gmLiozAGpfPnDkjviol3meRqwu+HOAlZ2yNXF5jHG3hOtsFhL7IjGN2xYoVEhwcLK1bt5b0hMEz6R9AyZIlZefOnfFGAw0OateuzVFKg7FFvtmjjz6qlSAwIzpnzhwGzskc10OHDmmeM5rNOBpvfAWJN3pfltSxnTx5sqxatSrOCV/XAmZIcblAgQLiq5I6rli0hUZJyCV3dDwDHteXJXVskfaCv3ejmol9Vz2sgcCHPl9lRmywadMm3S7dfXud1rXyyDOgnnBAQIDl4MGD8Qqhz5071+3HKV68OOs8mzS2KNCPbVBYnsw5ZqOioiw5cuSwPPDAA5b79+9brz916pQla9asliZNmnCoTXw/OHnyJOs8J/OYhUKFClmKFCliCQsLs153+vRpPWabNm3KYzYZY/vUU09ZAgMDtda7bVOa4OBgS5cuXXx+bJPzXhAZGan13l977bV0N45sz00KferxKRyVMwYOHKjVByZOnKgle/DJEZ/OUe9x8+bNWiatVKlSDkcOs3o4sT138sb24MGDUqlSJf3kP3XqVIcVTXy9hm5Sj1nMhmIm9KGHHtIxRPtZtONFysHGjRt9vh1vcsbWUR1dzFyxPXfyjtlly5ZpGUXMQGMxJr4lMY5Z3M+o/+zLkjq2OEaRagRoP41206i6gSoSyHl2dmz7iuS8Fxw/fly3w/ZY2JqupHX0Tp7j0KFDllatWlkyZ85syZs3r6Vnz56Wy5cvW29Ha9iEWsRy5tmcsf3kk0/0sqsTJf2YXbp0qbbpxqwI2p136tTJcvjwYQ6pye8HnHk273122bJlljp16uiMKL49QadR29lASvrYHj9+XN8DsmfPbsmWLZuldevWcdpR+7qkjuvWrVv1+tmzZ1vSG848ExERERG5iQsGiYiIiIjcxOCZiIiIiMhNDJ6JiIiIiNzE4JmIiIiIyE0MnomIiIiI3MTgmYiIiIjITQyeiYiIiIjcxOCZiIiIiMhNDJ6JiIiIiNzE4JmIiIiIyE0MnomIKF2KioqSL7/8Mq2fBhGlMwyeiSjNnTp1SjJkyKAn/GzWtgl5//339XG6devm9n0WLFig92nQoEG82w4dOpSs55Pcx2vSpIk+N7yulGbsa+7cueKpgXOXLl2kRIkSaf1UZMKECfL9998n+f7GMWd72r17t9vHt+3p2LFjSX4eRPQvBs9ERMkUGRkpQ4cOlWrVqnnk4/mifv36SfPmzeXhhx92ePv69ev1A1CZMmWsgWWBAgWkXr168tZbb8X7ENOwYUMpW7asdds8efJI3bp1ZeLEibrN7du3pVmzZlK1alXrNtmzZ5cHH3xQzpw5I7NmzZKffvopWa8pW7ZsUr9+fT1lyZIlwe2LFStm3Z6IzBNg4mMREaV77du3l4ceekgyZcpkvQ7B0bhx40zbh9mP52tWrlwpO3fulI8//tjpNo0bN5aNGzfqTCyC4qxZs8rRo0f13F6FChXkzz//tG6bOXNmOXnyZJxt8fOaNWskNjZWb4+IiJC//vpLKlasqLdfvHhR91m7dm0pVKhQkl7XAw88oM/ZXc8995yeAME8EZmDM89ERImA2UQEU5jVI8+D4BWzzkbKQkIQ4AJmZx0Fzo62xYyzs23379+vgXORIkWsgTNgVhvpQa+++moiXxEReRoGz0RElG788MMPGrw++uijbm2/adMmPXcntcHY1lkqiG2A7SgnHoHz6tWr3cpXJiLPxeCZiNINi8WiwdOTTz6pX40HBwdrnihyhzETeevWLaf3/eeff6R169a6PWaXW7ZsKb/++muCCwZ79eqlX+UbjHzXpD4vdx4vMYwZ2JkzZ2pawtNPPy358+eXkJAQnRkdM2aMBpvOfPPNN/paMSa5c+fW+yOtxBWkNzz//PM6O4/Xiv117NhRtm3bFm/Mg4KC9PkhJ9jeyJEj9bbChQvL9evX3Xq9n332mbRr187tMTPSIBwFu862RdpOUoJnjF/nzp1l0qRJbj03IvJQFiKiNHby5EkL3o5wws9J3bZHjx7W20qWLGmpXbu2pUCBAtbratWqZYmKirJuP2LECL2+atWqlsyZM1v8/f0t1atXtxQtWtR6n7Fjx8bZx/z58/X6+vXr62Xcjsc1tsf1xm1JeV7uPJ4zjRs31vvgddm/xt69e1uyZMliCQgIsFSqVMlSokQJ6z7atm3r8PH69+9v3aZMmTI6Tn5+fpb8+fNbypYtq9d/9tlnce7zyy+/WDJlyqS3YX81a9a0FCxYUC/jvnPmzImz/ciRI/W2HDlyWC5evGi9fseOHZbAwEC97bfffnPr9d+8eVPv89VXX7m1/Y0bNywZMmTQMbl7965b2+L5XLlyxel2GFtss3v3boe3L1y40JI1a1ZLRESExV32x1xSGL/Ho0ePJvkxiOhfDJ6JKF0Ezz/++KM1YPvzzz/j3Oe7777TwBi3Yzv7wBKnypUrW44fP269bfbs2Rrs4bR161aXgQwCEuNx7CXlebl6vKQGzzg1bNjQcurUKettc+fOtd5m+xphxYoVen3GjBktP//8s/X6ffv2xQm8bYPnEydO6OtEkPnBBx9YPxDExsZaFi1aZAkODtbXa7uvyMhI/cCCx3rmmWf0OgSWVapU0eteffVVt1+/8ZwTOoYMy5cv1+0ffPBBt7fFhwhnwsLC9HjJnj27JSYmxuE2OMbwOL/++qvFXQyeiTwL0zaIyKOULFkyXm1a2xNud+SPP/6QwMBAeeONN+J9Zd6hQwdp2rSp/nzgwIF49w0ICNC0ilKlSlmve+mll+SFF17QBWgfffRRkl9Pcp6XmZAe8e2330rx4sWt1yG1AqXVbNMNDEZqwfDhw6VNmzbW6ytXrixffPGFw33gPnfu3JFXXnlFhgwZouMK+L11795dBg8eLDExMfLBBx9Y74OxmT9/vp7jcVGxAqkk+/bt0/SVxKQ47NixQxfyuVvb2eyUja1bt+rxgpxoPz/H/15xjOXLl0+2b9/u1nMkIs/DUnVE5FFQygt5ss7cv3/fYeAxbdo0mTJligZn9nCdURc3PDw83u2oz2ubZ2zo2bOnfPrpp1r6DN/UJSX3ODnPy+xxRdBmD3WO9+7dGyfvGgGwESw6aiCD4BD50gcPHoxz/c8//6znyIt2pGvXrjJ69GhZtWqVREdHW4Pr6tWra7A9atQo/cBy7tw58ff3l88//zxOScCEnDhxQnLmzOn29sZrdGexoLEt8rbRIMYRlK9zJxhH5Q3kexORd2LwTEQeBQvUXM0coqugs9lnBFwIQhGcIbBDMIUGF6j5GxYWpttgZtCes2YkmGWFa9eu6QmNMZIiqc/LTFh050jGjBn13Da4P336tHbowywuSq45ghlr2+AZTUIQ9MKbb77p8AOQ8RoxFqGhoXFmwd977z1ZtmyZBvIwbNgwLQmXGFeuXNGFje5AIxrjQ1hCwbPttsuXL3f4Qcv4UIHFlAkFz7ly5bKOFRF5HwbPRJQuIPjDrCZSLIyAFNCwAsHRpUuXZM+ePQ7v66xbm+31SZ0ZTs7zMjttw5V/15T9y3ieeI7O5MiRI85l25lrd1ISbMcCkLbRokULa/BcpUoVSSz8jlDFxB1///23VhkpXbq0zgS7sy22cxY4Y99IG8E416lTx+XjYXb8yJEjkly7du2S119/3eFtSNFJ6HURUdIweCaidAEzl+PHj9dUADTJwFfrCMCQY4r802eeecZpkHr37l2H19sGhO7OaJr5vNKKkfqA9A1n7Mvb2QbamIV2p320fSA4ffp0HRPMUCMoRHttlHdzFwLXmzdvpljKBlp0O4OccczWIyfamM13Bre7Kg/oLnwAMWpP2zPj8YnIMQbPROT1ELTMmDFDf547d67mKts7f/680/uj/rEjRlCLlIekBM/JfV5pBekUSLtA8Hz8+HGdnbVnn++Mmei8efNq6sThw4elVq1aDmdnsagOaTfYh5FDjnFCfWvkQePDBgLpX375RV577TX58ssv3X7emHXGvlNqsaCr4HnDhg1uP96NGzcSlcvtDD6I2X5jQESpg9U2iMjrIWAzZo9r1KgR73Z8Rb5lyxb9GQGaPeQiX758Od71c+bM0XM0T3HFtrKCbTCT1Ofl7PFSCwI7NIkxgn57yNdGKoO9xx57LM642UOjFizObNy4cZwcb1TXQLoGUiLeffdd3Q7P4auvvtI8aHehKYs7zVQwpps3b3Zr5tl2W7OCZzxHfNAgIu/E4JmIvB6qSBgzwx9++KFW5DAgOEXwi0Vfzr7OxgwrOuAZATQCO6RaIHjDV+xvvfWWy/3bpijYdt9L6vNy9nipCQv2EMTjeS9cuDBORYmnnnrKYVD/9ttv64w1uvyNHTtWZ5QNS5cu1ccElO3DIkpAq+px48bpz7Nnz9bOh1gwOmLECL3u5Zdfdru7YKVKlTTVJqH8dJQFxGNi4R6qhrizLX6PRlk/e3idmFF3Nw0EM8/OFr0Skedj8ExEXg/5xEZghvJmaIGN0myYiaxXr54GfMasoaM0iVatWmkJMqQS4H6oMIHSaVjEhsDR2SIxA2YRjcVZuD9OCLiS+rycPV5qwqK3yZMn64JHpFQgoK1Zs6aUK1dOA/pGjRo5rE6Cms3IPUb6BT484HEwnihThw8KOB8wYIA16Ozdu7eeI6UFs9IGbPPAAw/ogkpni+LsYUwR1NvXrLb322+/6TmqeSRUfnD16tV6jlxmZ7Wb//zzTw3Ykd6SUEWWe/fuacUYjCUReScGz0SULgwcOFC/4sfX5giIjDq6CNYQTBmpBGjCYT/7jKBr/fr1WmoMKQkIcNq2bauzw5hlTQj2hxJ7qFeMxXIo9YZTUp+Xq8dLTf3799fgESkcmNE9duyYPProo5rG4OwDBWo8owQfAm6UusPMMu6LMcaM9JIlS6wBK5ql4HYsCsQMty188MDYYFs0T/npp58SfL7ly5fXABbBrL2zZ89qughysTFDDmvXrtXgHt862EKqDfKJUcJw0KBB1rQMBNvIwzZ06tRJH++JJ57QywiKcdm2qYw9fEjDhwhHHz6IyDtkQJvBtH4SREREZsCMNxb4rVu3ziMHFOks+DYjMaXqFixYoDP0SAkxFi8mlvGBBYtj0RiHiJKOM89ERJRuoDU4vjFAe29PhDbwaItORN6LwTMREaUbKCv46quvyqRJk8TTIE0EqS8vvfRSWj8VIkoGBs9ERJSujBw5UvOyPa35zMSJE7XbpH13RnchXx658zghCE/IvHnzrNsTkXnYJIWIiNIVNEv5+uuvpUePHrrQL6ndIc2Eaisogdi3b98kPwYWXhodBV11fzSgKoqzDoRElHRcMEhEROkSFtehVjearqQlzBgjVWP58uVaW5qIvBuDZyIiohReJNi0adMkp2sQkWdh8ExERERE5CYuGCQiIiIichODZyIiIiIiNzF4JiIiIiJyE4NnIiIiIiI3MXgmIiIiInITg2ciIiIiIjcxeCYiIiIichODZyIiIiIiNzF4JiIiIiJyE4NnIiIiIiJxz/8B7h1x9dubwDcAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotter.plot_ih_vs_volume(save=True)" ] } ], "metadata": { "kernelspec": { "display_name": "saraenv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.12" } }, "nbformat": 4, "nbformat_minor": 5 }